From 36cbd6e3fd5f6041b9d8cd4ccc29b29b18819e20 Mon Sep 17 00:00:00 2001 From: sanginnwoo Date: Sat, 8 Oct 2022 17:49:32 +0900 Subject: [PATCH] From SW's laptop Reorientation of codes --- 3_SP-68_Rev.4_Test.svg | 2091 --------- 3_SP-68_Test.csv | 128 - main.py | 183 - main_Rev.4.py | 184 - main_Rev.4.svg | 2042 --------- output/1_S-12.csv 20 percent (PNG).png | Bin 159966 -> 160255 bytes output/1_S-12.csv 20 percent (SVG).svg | 652 +-- output/1_S-12.csv 80 percent (PNG).png | Bin 172013 -> 171796 bytes output/1_S-12.csv 80 percent (SVG).svg | 718 ++- output/1_SP-11.csv 20 percent (PNG).png | Bin 153834 -> 153794 bytes output/1_SP-11.csv 20 percent (SVG).svg | 562 ++- output/1_SP-17.csv 20 percent (PNG).png | Bin 176426 -> 177646 bytes output/1_SP-17.csv 20 percent (SVG).svg | 716 +-- output/4_S-11.csv 20 percent (PNG).png | Bin 160831 -> 160548 bytes output/4_S-11.csv 20 percent (SVG).svg | 3929 +++++++++-------- output/4_S-11.csv 80 percent (PNG).png | Bin 176498 -> 176593 bytes output/4_S-11.csv 80 percent (SVG).svg | 3921 ++++++++-------- settle_prediction_steps.py | 397 -- settle_prediction_steps_Rev.1.py | 244 - settle_prediction_steps_no_touch.py | 484 -- ...(SS).py => settle_prediction_steps_v0.5.py | 113 +- 21 files changed, 5339 insertions(+), 11025 deletions(-) delete mode 100644 3_SP-68_Rev.4_Test.svg delete mode 100644 3_SP-68_Test.csv delete mode 100644 main.py delete mode 100644 main_Rev.4.py delete mode 100644 main_Rev.4.svg delete mode 100644 settle_prediction_steps.py delete mode 100644 settle_prediction_steps_Rev.1.py delete mode 100644 settle_prediction_steps_no_touch.py rename settle_prediction_steps_20220921(SS).py => settle_prediction_steps_v0.5.py (92%) diff --git a/3_SP-68_Rev.4_Test.svg b/3_SP-68_Rev.4_Test.svg deleted file mode 100644 index 9701c30..0000000 --- a/3_SP-68_Rev.4_Test.svg +++ /dev/null @@ -1,2091 +0,0 @@ - - - - - - - - 2022-08-12T11:11:04.263402 - image/svg+xml - - - Matplotlib v3.5.2, https://matplotlib.org/ - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - diff --git a/3_SP-68_Test.csv b/3_SP-68_Test.csv deleted file mode 100644 index b08d947..0000000 --- a/3_SP-68_Test.csv +++ /dev/null @@ -1,128 +0,0 @@ -Time,Settle,Surcharge -0,0,1.887 -3,41,1.887 -6,61.5,1.887 -10,73.1,1.887 -13,81.6,1.887 -17,86.9,1.887 -20,91.9,1.887 -23,96.7,1.887 -26,101.6,1.887 -30,107.7,2.94 -33,113,2.94 -37,119.4,2.94 -40,122.8,2.94 -44,128.4,2.94 -47,131.9,2.94 -52,139.5,2.94 -54,140.5,2.94 -59,148,2.94 -62,151,2.94 -65,153.8,2.94 -68,156.6,2.94 -72,160,2.94 -75,162.5,2.94 -79,166,2.94 -83,169.1,2.94 -86,172,2.94 -89,174.7,2.94 -94,180.3,2.94 -96,182.1,2.94 -100,185.5,2.94 -103,188.4,2.94 -110,195.8,2.94 -114,198.7,2.94 -118,201.1,2.94 -122,205,2.94 -125,206.9,2.94 -128,209.3,2.94 -131,211.8,2.94 -135,214.2,2.94 -138,216.2,2.94 -143,217.4,2.94 -146,218.3,2.94 -150,219.1,2.94 -153,219.9,2.94 -156,220.9,2.94 -159,222,2.94 -164,227.7,2.94 -167,230.7,2.94 -171,234.8,3.48 -173,236.5,3.48 -177,239.7,3.48 -180,241.8,3.48 -184,243.9,3.48 -187,246.3,3.48 -191,249.6,3.48 -194,252.1,3.48 -198,255.5,3.48 -201,258.9,3.48 -205,261.2,3.48 -208,263.4,3.48 -212,265.8,3.48 -215,267.1,3.48 -219,268.9,3.48 -222,270.2,3.48 -227,273.4,3.48 -229,275,3.48 -234,277.3,3.48 -237,278.1,3.48 -241,280,3.48 -244,281.2,3.48 -248,283.2,3.48 -251,284.6,3.48 -254,286.1,3.48 -257,287.5,3.48 -262,289.5,3.48 -265,290.7,3.48 -268,292,3.48 -271,293.2,3.48 -275,294.7,3.48 -278,295.3,3.48 -282,296.3,3.48 -285,296.7,3.48 -289,297.6,3.48 -292,298.5,3.48 -296,299.8,3.48 -299,300.6,3.48 -303,302.2,3.48 -306,303.5,3.48 -310,312.8,5.608 -313,318.1,5.608 -317,322.8,6.794 -320,328.9,6.794 -324,335.3,6.794 -328,340.5,6.794 -331,342.9,6.794 -334,345.5,6.794 -339,348,6.794 -342,350.6,6.794 -345,353.1,6.794 -348,355.6,6.794 -352,358.9,6.794 -355,361,6.794 -362,365.6,6.794 -367,369,6.794 -370,370.5,6.794 -373,372.2,6.794 -376,373.8,6.794 -381,376.4,6.794 -384,378.5,6.794 -387,380.4,6.794 -390,382.4,6.794 -394,385.8,6.794 -397,388,6.794 -402,389.9,6.794 -405,390.9,6.794 -409,392.6,6.794 -412,394,6.794 -415,396.7,6.794 -418,397.5,6.794 -422,398.7,6.794 -425,399.1,6.794 -429,399.8,6.794 -432,400.9,6.794 -436,403.6,6.794 -439,405.6,6.794 -443,408.2,6.794 -446,409.4,6.794 diff --git a/main.py b/main.py deleted file mode 100644 index 541d622..0000000 --- a/main.py +++ /dev/null @@ -1,183 +0,0 @@ -# 주요 수정 사항 -# 주석 철저히: 한글로 작성해도 괜찮아요 -# 입력 1: 시간-침하 데이터, 시간-성토고 데이터 --> 파일로 부터 읽는 것 -# 입력 2: 사용자가 단계 지정 ---> 간 단계별 처음과 끝 INDEX -# 입력 3: 전체 성토 단계 횟수 - -# 라이브러리 import -import numpy as np -from scipy.optimize import least_squares -import matplotlib.pyplot as plt -from matplotlib import rcParams -import pandas as pd - -# Functions - -# generate a time-settlement curve for hyperbolic method -def generate_data_hyper(px, pt): - return pt / (px[0] * pt + px[1]) - -# error between regression and measurement -def fun_hyper_nonlinear(px, pt, py): - return pt / (px[0] * pt + px[1]) - py - -# i단계 보정 침하량 산정 -def fun_step_measured_correction(m, p): - return m - p - -# i단계 t-ti 산정 -def fun_step_time_correction(t, ti): - return t - ti - -# i단계 침하곡선 작성 -def settlement_prediction_curve(m1, p1): - return m1 + p1 - -# i단계 보정 예측 침하량 산정 -def fun_step_prediction_correction(m2, p2): - return p2 + (m2[0] - p2[0]) - - - -# 파일 읽기, 리스트 설정 - -# Read .csv file using pandas -data = pd.read_csv("data/1_SP-11.csv") - -# Set arrays for time and settlement -time = data['Time'].to_numpy() -settle = data['Settle'].to_numpy() -surcharge = data['Surcharge'].to_numpy() - -# -# 성토 단계 시작, 끝 인덱스 입력 / 전체 성토 단계 입력 -# 예: 1단계: (0, 9), 2단계: (10, 37), 3단계: (38, 80) -# 예: 전체 성토 단계: 3 - - -# -# 각 단계별 예측을 반복문으로 처리 -# - -step_start_index = [0, 10, 38] -step_end_index = [9, 37, 80] -x0 = np.ones(2) - -for i in range(0,3): - - if i == 0 : # 1단계 - - # 1단계 실측 기간 및 침하량 - globals()['tm_{}'.format(i)] = time[step_start_index[i]:step_end_index[i]] - globals()['ym_{}'.format(i)] = settle[step_start_index[i]:step_end_index[i]] - - res_lsq_hyper_nonlinear_0 = least_squares(fun_hyper_nonlinear, x0, args=(tm_0, ym_0)) - print(res_lsq_hyper_nonlinear_0.x) - - globals()['settle_predicted_{}'.format(i)] = generate_data_hyper(res_lsq_hyper_nonlinear_0.x, time) - - elif 0 < i < 2 : # 최종단계 3단계 이므로 2를 넘지 않도록 설정 - - # i단계 실측 기간 및 침하량 - globals()['tm_{}'.format(i)] = time[step_start_index[i]:step_end_index[i]] - globals()['ym_{}'.format(i)] = settle[step_start_index[i]:step_end_index[i]] - - # i단계~최종 실측 기간 및 침하량 - globals()['tmm_{}'.format(i)] = time[step_start_index[i]:step_end_index[i+1]] - globals()['ymm_{}'.format(i)] = settle[step_start_index[i]:step_end_index[i+1]] - - # i-1 단계 예측 침하량 (i단계에 해당하는) - globals()['yp_{}'.format(i)] = settle_predicted_0[step_start_index[i]:step_end_index[i]] - # i-1 단계 예측 침하량 (i단계~최종) - globals()['ypp_{}'.format(i)] = settle_predicted_0[step_start_index[i]:step_end_index[i + 1]] - - # i단계 실측 보정 침하량 산정 - globals()['step_{}_measured_correction'.format(i)] = fun_step_measured_correction(ym_1, yp_1) - - # i단계 t-ti 산정 - globals()['step_{}_time_correction'.format(i)] = fun_step_time_correction(tmm_1, tm_1[0]) - - # i 단계 보정 침하량에 대한 예측 침하량 산정 - globals()['res_lsq_hyper_nonlinear_{}'.format(i)] = least_squares(fun_hyper_nonlinear, x0, - args=(step_1_time_correction[0:(step_end_index[i]-step_start_index[i])], step_1_measured_correction)) - print(res_lsq_hyper_nonlinear_1.x) - - globals()['settle_hyper_nonlinear_{}'.format(i)] = generate_data_hyper(res_lsq_hyper_nonlinear_1.x, step_1_time_correction) - - # i단계 침하곡선 작성 - globals()['step_{}_prediction_curve'.format(i)] = settlement_prediction_curve(settle_hyper_nonlinear_1, ypp_1) - - # i단계 보정 예측 침하량 산정 - globals()['settle_predicted_{}'.format(i)] = fun_step_prediction_correction(ymm_1, step_1_prediction_curve) - - else: # 최종 성토 단계 - - # 최종 단계 실측 기간 및 침하량 - globals()['tm_{}'.format(i)] = time[step_start_index[i]:step_end_index[i]] - globals()['ym_{}'.format(i)] = settle[step_start_index[i]:step_end_index[i]] - - # i-1 단계 예측 침하량 (최종 단계에 해당하는) - globals()['yp_{}'.format(i)] = settle_predicted_1[(step_start_index[i]-step_start_index[i-1]):step_end_index[i]] - - # 최종 단계 실측 보정 침하량 산정 - globals()['step_{}_measured_correction'.format(i)] = fun_step_measured_correction(ym_2, yp_2) - - # 최종 단계 t-ti 산정 - globals()['step_{}_time_correction'.format(i)] = fun_step_time_correction(tm_2, tm_2[0]) - - # 최종 단계 보정 침하량에 대한 예측 침하량 산정 - globals()['res_lsq_hyper_nonlinear_{}'.format(i)] = least_squares(fun_hyper_nonlinear, x0, - args=(step_2_time_correction, step_2_measured_correction)) - print(res_lsq_hyper_nonlinear_2.x) - - globals()['settle_hyper_nonlinear_{}'.format(i)] = generate_data_hyper(res_lsq_hyper_nonlinear_2.x, - step_2_time_correction) - - # 최종 단계 침하곡선 작성 - globals()['step_{}_prediction_curve'.format(i)] = settlement_prediction_curve(settle_hyper_nonlinear_2, yp_2) - - # i단계 보정 예측 침하량 산정 - globals()['settle_predicted_{}'.format(i)] = fun_step_prediction_correction(ym_2, step_2_prediction_curve) - break - -''' -나중에: 그래프 작성 -''' - -# Set parameters for plotting -rcParams['figure.figsize'] = (10, 10) - -# Subplot -f, axes = plt.subplots(2,1) -plt.subplots_adjust(hspace = 0.1) - -# draw surcharge data -axes[0].plot(time, surcharge, color='black', label='surcharge height') - -axes[0].set_ylabel("Surcharge height (m)", fontsize = 17) -axes[0].set_xlim(left = 0) - -# draw measured data -axes[1].scatter(time, -settle, s = 50, facecolors='white', edgecolors='black', label = 'measured data') - -# draw predicted data -axes[1].plot(time, -settle_predicted_0, linestyle='--', color='red', label='Predicted Curve_Step 1') -axes[1].plot(tmm_1, -settle_predicted_1, linestyle='--', color='blue', label='Predicted Curve_Step 2') -axes[1].plot(tm_2, -settle_predicted_2, linestyle='--', color='green', label='Predicted Curve_Step 3') - -# Set axes title -axes[1].set_xlabel("Time (day)", fontsize = 17) -axes[1].set_ylabel("Settlement (mm)", fontsize = 17) - -# Set min values of x and y axes -axes[1].set_ylim(top = 0) -axes[1].set_ylim(bottom = -1.5 * settle.max()) -axes[1].set_xlim(left = 0) - -# Set legend -axes[1].legend(bbox_to_anchor = (0, 0, 1, 0), loc =4, ncol = 3, mode="expand", - borderaxespad = 0, frameon = False, fontsize = 12) - - -plt.savefig('main_Rev.1.png', dpi=300) -plt.show() \ No newline at end of file diff --git a/main_Rev.4.py b/main_Rev.4.py deleted file mode 100644 index 93456ab..0000000 --- a/main_Rev.4.py +++ /dev/null @@ -1,184 +0,0 @@ -# ================= -# Import 섹션 -# ================= - -import numpy as np -from scipy.optimize import least_squares -import matplotlib.pyplot as plt -from matplotlib import rcParams -import pandas as pd - -# ================= -# Function 섹션 -# ================= - -# 주어진 계수를 이용하여 쌍곡선 시간-침하 곡선 반환 -def generate_data_hyper(px, pt): - return pt / (px[0] * pt + px[1]) - -# 회귀식과 측정치와의 잔차 반환 (비선형 쌍곡선) -def fun_hyper_nonlinear(px, pt, py): - return pt / (px[0] * pt + px[1]) - py - -# ================= -# Step별 활용 Function -# ================= - -# i단계 보정 침하량 산정 -def fun_step_measured_correction(m, p): - return m - p - -# i단계 t-ti 산정 -def fun_step_time_correction(t, ti): - return t - ti - -# i단계 침하곡선 작성 -def settlement_prediction_curve(m1, p1): - return m1 + p1 - -# i단계 보정 예측 침하량 산정 -def fun_step_prediction_correction(m2, p2): - return p2 + (m2[0] - p2[0]) - - - -# ================= -# 입력값 설정 -# ================= - -# CSV 파일 읽기 -data = pd.read_csv("3_SP-68_Test.csv") - -# 시간, 침하량, 성토고 배열 생성 -time = data['Time'].to_numpy() -settle = data['Settle'].to_numpy() -surcharge = data['Surcharge'].to_numpy() - -# ================= -# 성토 단계 구분 -# ================= - -step_start_index = [0, 9, 49, 90] # 단계별 성토 시작 지점 입력(4단계 이므로 4개) -step_end_index = [8, 48, 89, 129] # 단계별 성토 종료 지점 입력(4단계 이므로 4개) -x0 = np.ones(2) -num_step = 4 - -for i in range(0, num_step): # 성토 단계에 따라 수정(4단계 이므로 0~4) - - # i단계 실측 기간 및 침하량 - globals()['tm_{}'.format(i)] = time[step_start_index[i]:step_end_index[i]] - globals()['ym_{}'.format(i)] = settle[step_start_index[i]:step_end_index[i]] - - if i == 0 : # 1단계 - - res_lsq_hyper_nonlinear_0 = least_squares(fun_hyper_nonlinear, x0, args=(tm_0, ym_0)) - print(res_lsq_hyper_nonlinear_0.x) - - globals()['settle_predicted_{}'.format(i)] = generate_data_hyper(res_lsq_hyper_nonlinear_0.x, time) - - elif 0 < i < (num_step - 1): - - # i단계~최종 실측 기간 및 침하량 - globals()['tmm_{}'.format(i)] = time[step_start_index[i]:step_end_index[-1]] - globals()['ymm_{}'.format(i)] = settle[step_start_index[i]:step_end_index[-1]] - - # i-1단계 예측 침하량(i단계 기간에 해당하는) - globals()['yp_{}'.format(i)] = globals()['settle_predicted_{}'.format(i - 1)][(step_start_index[i]-step_start_index[i-1]):(step_end_index[i]-step_start_index[i-1])] - # i-1 단계 예측 침하량 (i단계~최종) - globals()['ypp_{}'.format(i)] = globals()['settle_predicted_{}'.format(i - 1)][(step_start_index[i]-step_start_index[i-1]):(step_end_index[-1]-step_start_index[i-1])] - - # i단계 실측 보정 침하량 산정 - globals()['step_{}_measured_correction'.format(i)] = fun_step_measured_correction(globals()['ym_{}'.format(i)],globals()['yp_{}'.format(i)]) - # i단계 t-ti 산정 - globals()['step_{}_time_correction'.format(i)] = fun_step_time_correction(globals()['tmm_{}'.format(i)], - globals()['tm_{}'.format(i)][0]) - - # i 단계 보정 침하량에 대한 예측 침하량 산정 - globals()['res_lsq_hyper_nonlinear_{}'.format(i)] = least_squares(fun_hyper_nonlinear, x0, - args=(globals()['step_{}_time_correction'.format(i)][0:(step_end_index[i]-step_start_index[i])], - globals()['step_{}_measured_correction'.format(i)])) - - - print(globals()['res_lsq_hyper_nonlinear_{}'.format(i)].x) - - globals()['settle_hyper_nonlinear_{}'.format(i)] = generate_data_hyper(globals()['res_lsq_hyper_nonlinear_{}'.format(i)].x, - globals()['step_{}_time_correction'.format(i)]) - - # i단계 침하곡선 작성 - globals()['step_{}_prediction_curve'.format(i)] = settlement_prediction_curve(globals()['settle_hyper_nonlinear_{}'.format(i)], - globals()['ypp_{}'.format(i)]) - - # i단계 보정 예측 침하량 산정 - globals()['settle_predicted_{}'.format(i)] = fun_step_prediction_correction(globals()['ymm_{}'.format(i)], - globals()['step_{}_prediction_curve'.format(i)]) - - - else: # 최종 성토 단계 - - # i-1 단계 예측 침하량 (최종 단계에 해당하는) - globals()['yp_{}'.format(i)] = globals()['settle_predicted_{}'.format(i - 1)][(step_start_index[i]-step_start_index[i-1]):step_end_index[i]] - - # 최종 단계 실측 보정 침하량 산정 - globals()['step_{}_measured_correction'.format(i)] = fun_step_measured_correction(globals()['ym_{}'.format(i)], - globals()['yp_{}'.format(i)]) - - # 최종 단계 t-ti 산정 - globals()['step_{}_time_correction'.format(i)] = fun_step_time_correction(globals()['tm_{}'.format(i)], - globals()['tm_{}'.format(i)][0]) - - # 최종 단계 보정 침하량에 대한 예측 침하량 산정 - globals()['res_lsq_hyper_nonlinear_{}'.format(i)] = least_squares(fun_hyper_nonlinear, x0, - args=(globals()['step_{}_time_correction'.format(i)], - globals()['step_{}_measured_correction'.format(i)])) - - print(globals()['res_lsq_hyper_nonlinear_{}'.format(i)].x) - - globals()['settle_hyper_nonlinear_{}'.format(i)] = generate_data_hyper(globals()['res_lsq_hyper_nonlinear_{}'.format(i)].x, - globals()['step_{}_time_correction'.format(i)]) - - # 최종 단계 침하곡선 작성 - globals()['step_{}_prediction_curve'.format(i)] = settlement_prediction_curve(globals()['settle_hyper_nonlinear_{}'.format(i)], - globals()['yp_{}'.format(i)]) - - # 최종단계 보정 예측 침하량 산정 - globals()['settle_predicted_{}'.format(i)] = fun_step_prediction_correction(globals()['ym_{}'.format(i)], - globals()['step_{}_prediction_curve'.format(i)]) - -''' -나중에: 그래프 작성 -''' - -# 그래프 크기, 서브 그래프 개수 및 비율 설정 -f, axes = plt.subplots(2,1, figsize=(10, 10), - gridspec_kw={'height_ratios':[1,2]}) - -# 성토고 그래프 표시 -axes[0].plot(time, surcharge, color='black', label='surcharge height') - -axes[0].set_ylabel("Surcharge height (m)", fontsize = 17) -axes[0].set_xlim(left = 0) -axes[0].grid(color="gray", alpha=.5, linestyle='--') -axes[0].tick_params(direction='in') - -# 계측 침하량 표시 -axes[1].scatter(time, -settle, s = 50, facecolors='white', edgecolors='black', label = 'measured data') - -# 예측 침하량 표시 -axes[1].plot(time, -settle_predicted_0, linestyle='--', color='red', label='Predicted Curve_Step 1') -axes[1].plot(tmm_1, -settle_predicted_1, linestyle='--', color='blue', label='Predicted Curve_Step 2') -axes[1].plot(tmm_2, -settle_predicted_2, linestyle='--', color='green', label='Predicted Curve_Step 3') -axes[1].plot(tm_3, -settle_predicted_3, linestyle='--', color='orange', label='Predicted Curve_Step 4') - -# 예측 침하량 그래프 설정 -axes[1].set_xlabel("Time (day)", fontsize = 17) -axes[1].set_ylabel("Settlement (mm)", fontsize = 17) -axes[1].set_ylim(top = 0) -axes[1].set_ylim(bottom = -1.5 * settle.max()) -axes[1].set_xlim(left = 0) - -# 범례 표시 -axes[1].legend(loc=1, ncol=2, frameon=True, fontsize=12) - -# 그래프 저장 및 출력 -plt.savefig('3_SP-68_Rev.4_Test.svg', dpi=300) -plt.show() \ No newline at end of file diff --git a/main_Rev.4.svg b/main_Rev.4.svg deleted file mode 100644 index c96c296..0000000 --- a/main_Rev.4.svg +++ /dev/null @@ -1,2042 +0,0 @@ - - - - - - - - 2022-08-12T10:35:52.611400 - image/svg+xml - - - Matplotlib v3.5.2, https://matplotlib.org/ - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - diff --git a/output/1_S-12.csv 20 percent (PNG).png b/output/1_S-12.csv 20 percent (PNG).png index bade432b6121d0f502e523c5e2d0781287e8a2e2..9e06f0d93782b94a64dcc276a368f6a7ae99253c 100644 GIT binary patch delta 123029 zcmZVmbzGIt7e9(_x>Gu&yFnTOX^<8{q`^SCq~W2vk&==ImF@;<>F#a;=??Gk`Tov5 z_nyOF`V#kk_RN~K-Zgt^746?TT3K)$L>+?8iK`#dD3$(sdNQjz>U*7ib&a+)AqsOz z!`u7n>Y7645)sSd#z~PvtpyLZ!q=T>w7&E%m$&Q3Quz1^Qt&9^htq7OZJQ34o`)VT z^~0y0t;+=~StmiL@NV@DZ!>aivA6VfFguKwn%s6qvJkwlHI7b-@V-Af zTJ6y9rxJ7hX3b{Y0?F7X#>M%C5khPhNtVyZ!UKGS4+OMVhG)uI9oXxIXDtobV*1{h zkLP1u{9O#cy*wl*e1Cbk+*9V`)k3Bw!(T|pn0?}iOXm$TH-;nKam5&6SA2uq2x4bi5M?X+v9+u!^06exE~i9 zc6v`Y#9n5zDAK%{DqvmliR{e}?c$@8&6oSLmGZXNpcE`Bz0`d|LQqltd`5HRx7{CB zgs^kuBK@dQlb?Nxdp%E_W9sDC2S;mY?bf2O`LMRJ5wO}3YK%cXxSg$r>NuGVT)ARa-!FhistJdoN=6r64!DoSumzUS! zb5uw}U)(bJ$B!SYEGE%Y1#JaL@2NlUgm}aC?XC7`@@yS&82>^f%+97Lw=uAeAmfK0 z&yNhIMt!RxY&F9zBPT~oOAG(v#f$5x00mhsqClY!xG9bvi8Y;1 z=_#nF$lBSJIlBd8Q;w9I$t$M`;qC73nlClg*ZlGB2*Sc6BGL{hW|WbaUmuqECsX-h z@aTFwGY9Ni?{Db0l%^)W^WjqD`~Ji%%{--@xoWnS`wP9ZgL&ePV4NPXOXYT}zdR33 z0uORlR*b7Gr?JyTUF1L=R8&;h-CfzUzpX;u>`&?$$&#+#10_QYp5qrd25?43MqgN8 zqw`x%J-bZ~0ag82W9!|K2*anzg0@e`#>WRUAkCv+ffzFt?_ZW|($LUco%D0z5fcZO z7&Ov~h>&@Ed(Tu`5+`yRglXi+eZn|S*~|R)jr#0xnJS!^E6Cp;VXoRT*l~NvTl!WNGk*leC5ZO{QkNl_i#Zr?n5tm^^xmi!P zEEG-zj?}Pvo)Y0gvj?%n!xdc=l|)omIB||{(fOS4TK2GNQh~40{>jz#^&xzu3->S?<;cZ**1sGMn z23SmfUj^r6rrZq0`{DW{*o@!V2ZRDzJH)uJh-<4&ttOZu!mYuV@*h6P*44{O;qsoz zF!Wc1L`BJYdWxBvnw}8cXyPWwvP8*d;Sku0I+Z6-nu<4b$co2YPIv@4htxZ71vrpa zN(<7qm$CA936KnhNya{1<7Yx56R-+V6Te2>n=YN!8{)>Sv0aYZ9WS605Fo1jI2=@4 zEBNczFYb>+5QSpZ^7J$@lUhdSKnh>EaXUQdeN=f$2~uG1s&VpRBQ@4~KlSVJPqzj; zZVy|d!wA`E#l$E!e16g}CJh@K29yas)YnvgoGvk7l!wO(4G-rdD<&Z) z4}am0yb2aBBqT&qMg|eoDjqJb&-LlH8ECb0pE-_)!E>m$c)I<3TaEtjcKP23Xf9TZ z4TN4dXXP8}+o3;xuwg$H3jsy8wpZGU+`;X7x#&{vw5#c~JBF0^GO1>^MM>n^0FpQB zj(DMsM;CQ`f9W2t($%#}r5eF_6mC*{zQ!_KO)xEuNLN@J{#={nAe`Kt(PveYE ze6bzx#zH?BdLEvT9!G|6rqR?-0EnniZ03X6)x+Id} zWuh@?3B5x@LDA7TQc{oVxU zc>CC=ZqE1Y1b9)3zR0}S2sJA=bp^%HZm(ZnE!|1<;ClXt(6GrBPDe+lvf%9~16QnV z9T!jTlKTFh_H^4nZNKxx{$7{0jj&`pi z;u8`AMIo2J-@q}EEAX#i@S~P2()u+!JG=FnwbO$N_Tx~G;PyrVot}Xq3;fQTGGjPK zxP?saMOX#-mT6sG<^>nMu_hL7I~; zu9gJ01MD-Y>)lnkz@b5yIBQh$DJIRIkt(RFN-QVlagOlpGqDtsc!2q{u;83!+Qn4o zHcr0mxgJqgmNS>_DK_l?UiX>B1gh9D9r#HaNdi;e!k!%!K119q3=|`H@cNlKxS1g; zvEg|!{biDTxeKgSCkD&!y`9I|AteRBnm}olCa}yMJx^$TZO!knPE<#dti z!c@6(n2U?c{&MT%yy)&v;#vjxawuKY?C(OobMykMGL*<=6t%Nsesz0m1^|>h;Wt$$P5j{eGP$x{Z;-Uhot)d>RrFA!B95 z{@CGSVsQIHe`gc*DCOaA4`<4c=c~{p=}i?dFo;_1;=mMMzVz4U6l`>j;HO)^&DKo2yKQ|pWpj#@WQ4}v#VqtdWK_`es! zU%Z(x=I2lL#*lIx@hcdN+w};+)$O>>{dLgf4@VuvQvG^f3QEc>E!Obn!m4VaEg=Z| z<8TIlBX@|_LD`qP{SotL*Wy+4nj7K5*QP@)B{SPX*h!oQynpCePr{!@t;ZxMD}?X8 zQ8WoLvlqbfIAG)BdyeuWg!y@$Gjyx{QEVABH3Dz?Vg%{}In+)9x3kz)( z>=|P9p^EWZFrV2-J^{^GqpCL!SQ-v?c6Kl@R?h#t&f1UOzLuKB>2fcO&c*rvE(enQ zzJBcoGAn8G&w22skxvHj%!Y=B9-#+7X~AB%L2F4y5J8<=e3#2I3oc?a(nDwWclNtWT$r08xQVV-y$7I#6kabccH_VSGJ?HwHm(Nq$0 z&dvf0i;FZ#{Rc#brJ6-C2?_6$4#HdQK|2*#{(r3wA*Q_@13y1u9t0*~-zgX2O<)8= zHZPd#pr`iy)YS-y%7|?7G61~-{p>I^(qWUA2YT?-Z*W2bW4@-2Qj6lrl8mTKmNoMQ zhV%w`jqkdU`7<&*3X~LOIa%?%&Xx6b1OV1^^Ydv91PS`PL#89Dr`fw6K)q7^q1%=A zqW3C{wvyh3#`0Fz*UjRsHL{E(_jPwTo;@P~cv2RO%P0!rus@TvtKC=d3SJLy3MRnxjPpAB`@J}p`+zad9bND5TlH=_y!-f(IINf0gajF^ zIVvXRg!UG(tOVipm?UF-mSMB|1hIA-H>MJl#EAt)qjhlNb6iBYPoF*=9UXnc(Z&zF z`R{D~?^(6%C@3hbZU(wgpIwi!c3xw|$H%Yk?xq~xAmJr2sisLPD`PqzwgjG?xx&z^ z%*%24K0M2&&73odrKISg;o!h>sHb4>w|FI~#Y(8JuaEvNn1OaV84ENi2dJK+q@;xC zR=QYQx=1SdZCr6ItN->|9&~>!03Fa#C+; zi0!bQ0p7NnjGaePF$=%>$r<;X{y zzvzaSEd9TB?Y|2DmUZjgotQla$p7dl`u=>+`d!7O19k zdtM#s)7?L!SemG!Uct!Z_)>M|m9;ha1f}=(Hm{)5X%?QqU zdb)}{`2pgAWUTnb30?;`Dk|#8gG%{Rcgp{t`pHG|;;o^(z)dJA!Q2|8n~WB;D)hl1 zp7=i#0Sq?#^=>Suy(uhvd;2+SK>QL3?DaMGM>v|8lKNM7c2F~*?b9^(;Sp@T5YHF5 zD;pcR*8YDdJhtZAE7%Ed2*M&w{-cR<0PXIc%Yt1XP~!2A+L=f52vf2>G>hq*SgBJz zx>yP^>G*k&DJLL zg4X6x59wP5uTFTlMegqbk|`u4nWw3{fc?K6CqU1mmkK}D4Sj=1!@`1QXlUr3Ijg4? z1P07nm-0fxxoAZN$xr>F&K|1mfWlL;XaGF3wTs`rsk2)pXNy95;iFj;07_L`i%4En z#%dKOK`C%zLW`LI9pDG@YH2}&rDSNPHm{es;F?b?zk%kyyR*ea#*gIWaC=)m{CF1E zUR8&fn3$}ALt}rJ&R+E$3@pGIMH&A8-!7ozyp1RgDXSIIW=)uBbm0oZ{1kb--iI)= z(HAw6o}cnw_mRs2QVRN;ZEi2Iy`3F1p7RW^{_+({khpZp8Q2* z;4yia=Z%@E5ttO=4QO9H%aWp9GkRM8J%mI5?uh}qdQWAGekSsN#_#`TAn5cVe>>Dn zLe?W9FptD=BqSsN0z!v_6VuduGms+9$)2Yf3P9C2tJ#X)-@hwZ)9Q0WJR{{G|9}9* z!pT3T*1;V2?G-lRYJxnJpC$rgUi~ zywv~WKnULmWS4c8r>2sF%6D+!O-u6$#Hc(PmFIj@qa2kgSg?Awn*dm;`j1I49H zxn>0W`}=oUmuYW=b7LaZ>tiPiyl1`Qn*2d5`XIv4-~V;LElmCn#7ag`k;H3U%4RLu(uXM$=8 z@P2@^Z8+4=zB&vg(Aq!{?t(MW*I(J+2g;dj$1hN}|Gn!Mv2U+0i)DT~KTh7d#zx`> zlJM|wX)rL95?BM#30c3{F5i;~4n2vAf{&u~2>de{s@H{n_ekiuTJKDq^fd7kY6yDR z`~B914ho?vVTDn!=>F?Mxp{dnIFq(TxoS*Qy}c)|B4=YWdx;U@{zLxpe6XFZ4FvAD zkw(SZ}F~+>Gd_oNYXWf3*TPMxDAGgh)B)Oj@j&S zDffmX+Mw~7key`Iu(;!|jOR*a?AJ7RM;$oj=A*RC3BUE3Y!nHvc~g}2B!?ElUw?Og z6IQ&>&E8ayTFEtJZ)-817_sp~ixq%)(&~;ktIslzw}6yAiiHcvf#(AoXQ#eut1BgKjaDao`QbEI)gEB;qP)|I^&K3sR z%x$+v2!cf}Frmj)`sbzr>84XaeIEf}cl$NOw^in`hx{@uWT06EnXGJY7u=_sQl5!a zaOmpl*14TB0)V7ZZSgwQ>B8a}S=w_CA}liK**EbxW`G(C=&uxT5f>U=aQgcCK$~-m zN+d=xr!a&oXZ$j%ZK|B5E}1jB@^F6(^I?6BsGOOB1-p8r4=5Iolpjb& zJ5$BvYin!t46HB1gg9B8Hv|JS%8M?Y4$5RfS-sjJO?8i!%9lgc6TaaY5TJMEb7T6mzW&}eJ4>pTDbDd{i-6>&-=KF!Q>&q|F~^|Mc@F&! zrr!D>5z`k1$Baakc|an-P622b=dX?q`=gZ?*7hx+vnhuBj-!ow8Af>xme9uljDPcLQ&@JrMiRJUy;mXhV19>|ENCG5+?-GM4h5jvZ^|7$eM(E;u(}@CM4tu z&igVr@8rKtW;>B}>Jq1%ti^HaRKA(%mj_%wXOy6B1R@PIl&_H~)+R6B(^UVz&IpUR zgM$P7@M+h>Y#jPMyy;&wYc35^GP1CG$8A$Ei_I4s_<=*=pCzqleDaPEMos$*E&6G! z*ZU72*4q71t{zW^$E8gn;2HDkX`SVO^rd7PrS12IXX9Vf0@R2e2oKN~U=9!waZfxj z8fMC9U~kw@WM#_L0z(dB`!~&JE8dq6R(m`tD|nnf694Y}p@-{Wxd8&0JLN3V3tTHh zJ}J(m9FvZqu4VZj+Hjchr*Zv2bN!}9wbG4s`}g+bz446`HA`R9`R94}9reG%NN|PP zk)BHp)m2`(+6WT=FarW$kfEVZIL690isu#0(Y&qfqR6e|4sIKFOi$1D0bR%G_|f}) zF=pCM4`q9(=F7^YW)t@|Vp(k=1-CKG&(9BhP>B^l7>-U)fvC=Ucaci*arig4xjG}O z_8mnq4i$U{_oLP%m(vb}$YY?)eq9V&V+7b>BEH&V ziAd!K?M-icJDfxPf@v&Q_NY1g12zMM_@eD}dlEtZd)tgMSvF4ua zGDu1uFgx!Yia-WdX(_2Pt6APM_HdwJ^lr9|<>|)s3EiEl38#s?CV$k^9(5ETM-aln z!I6l$a)ZM;U?FW!&_mI)`Ws4Mb2ky}8pSqKkbNYb0F2w&+w;8r#>EAcs}jTJ@01B# zA(V0Zn_OFV6v1Exh;K)#<077Wbyl#yt+5JC2UGj1~PG+ zcHyfmQ38UWG$wL#{2}@(hYQOa`;fZswj@Rsx?Ql!R*HV<6;`w-loS+&xLN8}m>t|eL}Kq(vPFypR+ZX%_s0Dw-TkJh zGcM1;nv~p-s1pnyuonsOjF4%~yxxYvuW*gdo1QHegd>$q*NrNvY3lp0f1KFPGiAnH zVv#!}=H=nVioFXtJ}lH~`>Fd*Yi1OWS&xVW5+iZFdjmB`lKZ+WGwfmv4N0ow?w+}x zD?!aK{9%HED_bhG6N?KzzY~0q*M0Z*o94N+KU|*kKh&>Q_D%kfEKuDLa`!->lZS`y zVnv-6mouySW2TDFbEqmR6hz6N!NkNA{z#7Jw;i@_KX7)yGQE)5_2i-gbLh(4`LFk( zZme&%M&I;>E5w*lua0{b=DDXHlDH!04RMvLUt|7TZp}=idfy*c^X?;pn3{-Q=V`XS zFc{D)=lk#8zO7|U$C8hVah&byI;+1 zT_=Sp36>OCe1(S1B0$@x{}{}vi4XNKv}0GlwRVi7Y_ZU;At9v%0z{Z0_>7qFs+uXj0I*gF;bbO{MAB*-?8VmlTc9dM{^~>eZqualtz(;PHry@Z7!l@#4 z0bMg3k|9Mug)4pwN6Zx$`@nDM6M;!L0qbCc+I=wlVfg4Cuyj%K7dbAPxP(vk-cyr0LJ@R+4ZD%xbR$cj9c?nWyvLuU= z1`E-4cu0s3K*TLKf7q%%#Rs}9*|)8BII!z&0snFm7BX`PO_x$-=i~rIYIT2~om5l? zoi>UzXf!DPht_vf%is_W`IGdtG%L=>$&d*!-TwZ*e$IIi?ebAmWhZudrBt!DUK5tm zL&!8P*$xa`6sBIB2z4NJV6%~hl?{Wn6xJB9^2Y?hacVN!;J-c%2tJTIsg^BhQzT9TmNIhSuNS()Yg&E`8>I;V@S)r(^`)fzzV^iMj;+JyB zcB_8g#X+j+z2#BS!)Td@Bfd_wo~KxNcNrNUs+WK6_0C+=#K$@cwAO@a^d8K`!iUi6 zl*U0(iK98bhpof9OJy`i7xTFXl^?g+p$p8Jrj)B9L}{oRBV^S-nxNDE%^MPMYJi9b z(58A0vVRJn;*N&a7Z5ra_*4m`e%B0nIk}*Xeda=;#J+chzy~0_E-ja@Yhh82+$UGf z0*oIIs5qlM!0RPAjqQ7fiiO3&1C4KfkpXz|1+Lw{2QOfKwa(}~YcG%k9<%y7PsFB3VxHvSy_e@hfaRzv>mU%>og#^ zhT*+8F`=iwnXC4zt$ocl)?VhofalDlx`CcYRuo~Z9Vc5clQ_8 zyrz5W(sTPOk{3uYosykeUlWJuv*{lw^i12!51a-eBlib_W7l{T%5pgpSCUW_u;ThY zW-Acw&I|tY+UVLE%ze@^7 zMm<2JLeVz8(dBUM{&M+|s5Lb=9|IRVmH$4?hDV$wbbVw*9cXUrK>UIEm~>3+%xL)U zTOs?Sh|=&qQD;r4bK1oRl6LA4mcEiRfegiuNeckBOCibU=bB|5i4SE01B>{e2{K>s zlc|)joB_-Qi0VK_LwMNTufT0LG0&?Q)nZ1I|FFG!ktT!Icdeq02qz-AMbNg{+$t&dp^XmpQqK!{r^!5{5Rr-MtFhj2?D%EF$>|dx|G+CRPwO<; zK1;eYh4rS)Cs%Z#Nimz;`z}_76}Iu_`fB5$r2PF>g*AET_rf=^6s-XPX;JuQ)`Dl7 z;{`Gk&_A!g>$7A!bBqF|vYO*lc@9*x0x-5GUg9Jba zkfDHn<$c3~p_1CLGRIH)m0vWfKurR9_|%vL891)OK{!-Va*z2@wJ%yViv1owFT;1IhF{whO(5Y#TDNxvrR2@AG-bG9NsK=)V0%6GZ@=AtVSAT+ z%*_D)?}sgo?^-NZS6Ajn4N}m*hx36gYY0M@@%i$i^mKCXh<MR2L$hAV!}NC(>Q*^2RbL5t`4gK1Cu>5sxQ561f3m1T?X)W;_feShve0h5yHkK#zBlv$ ze{^uK28qikZU@dRBPaB3bY`6e?C<@d~X0jn(~rKd((~uO5B*CHX~l$N{T#& zpO;BEIdcs@4#j98ne}K9j3!pKmf>|AO_xj>d9NWJOE)?PE;FJXbw}(BrwZcmeH@Yj z{A{%HqnhXWq|V#+n3xzJphtc4bESdbnJK3OUa6Z>9B0;D2(}^8XmEJ0?mKn|(T8>(X^~ylXzMEeVFkhvAIK*~*VOKo~W@YhX$?ApuF4 zcvffF&D>bJ!@J6P1sZ4L8%!;I3< zk(liSlyAkmiSz1#??e0>$r$ibn+^vb8*2Up$&ps}B})iJ0V%@$fzL{`gS-B2b#2Ym z!K=JE$eR%H#V}P=RMgxMu=lbSqpu7yw$GzVg{pNRZS6#X1IenzGLD9Mo@urGJCo4N zlha^fZ~SO8!^@ED3dNjJ^W~ReDh#7)4VOZCbM!R^cPjX`FYe!^sKBaP5g5AivoGSW zDiTyoJ;EC^U8DRlsV}Xf`agLTX&N)C23U>JA6ZWOQF6oX1eblVFc6lj*#eI2B=h{N zMrlzYE<>MG{+D_rk?GILt$Lzx-_{~a*id{^_tCAv9Ow!+7O;XbJvdK)M-qmuCKoz57OG`{%9v~UMp`mcg-wCfqfFR@Rx&H>0O$Xkf(Jzw+f!XNk zKoFL3so~(KXxD|?a|BUiSb#=Oo68|KJ(Isd6)GSc5vubkL+Ld0HCVq2HH_UaAjHfx z%nuhu{f%Dgd->CnCM_v%lhw7me}Pu|E!!r$Gu7v#YS+WO5_W87sz_Q2hxH1obu-8%;Hxo2tWs1JKG(9RIcZ$KKUmn<5pQF1)grFAN4W8gA`Lh zYU-26)Dv*|&3d9J=i;kDm=8E_GT>n|1VZ5}-d0-x-LnTA#@LjUB7v-a(Cd%Xf_Y$E08Nd! z&i(v*O(h74kXBnv{_;n`IePpEwotBasqF;|3yUjt5Ip?R#f2P@uw&BFB0$#D{9Xg( z548%_;c9Ib$K)1(t&uq`YzkbpvC~&zlO97tK;vspbp!b&V3y#Oibmr4fV2WNuy>d` zf0vY6Tg+B4WJo|!ry|eyIXO827#sS#)Eo}crx!VUdU$Lfs5IDMPAeY7bDqlIYtSI-Ig`fZR9$n&l zYl~O)4x4uSGdwV19Ks2;#QC!+J=@1LL9~*eitKK|SuewUuvvl>+NVfwTu1wA)rqj9ptOTR(L;uaCAg4JZzL2{90&tME%9c3#q5wA1*`w zLnPVC)K6de!=*Zhvl}M_-aPPb$nGt1A8?N6eypy6BSbl zlo+0olGeFDh=KHKTkoc8g#$yy)}VCC`QGZ;pkVI7>+jT+_GSx-P+!cwI~8FPSMcGl zK;vJ(+Cbc^OZ1SMpB26R{uaS!O6_4dqdk86cz^fRbBWgqiZ760AWxKkuT{Uw(5~=CHW`@L{X;Q*w;Y zc}lJ`1vmsnMF3MEXZ)GbLTLjC-R^RKR)0IgbdvR|$T2A?XgZVW ziR`}8yJK^Xr61&wHoA7 zVm%PRw(0FPKH5y$1)*0a5I9JM1Z}(hkT4!Yan^ON-p@4~R##26{27|3{>!1f;u2f< ziWd)>4me5H*mZf$RsbQ`aOrtJaQ85d>Hwq;6ifH#IStmJ88+Ru+f#rz8agoRfNvX5 zcNX-(&F^4qAuJj8oEI}EDV{67uPW!Rp#|T1?0Jht_17~@| z&+RWP5}Vu6YXTLr*4YBH{fsYgtNh9o;~D2X9PMk0=x=saDt9;f;*ZYHC$UGqAf_s1 zXBMgu%{ZMgkK|+3wLbVAHDpMZ*A^w;?t%tV=Y22oXS%dh1tBp`1vE~n-Lbsb#6)Bl zdnFkaafHDf4G;TdLt%+uezKQ2`BgbvxF2#P-i#7ij@u#xh#bnEL3THibld zfiRr75#Seh|M&k!gT7OVI%5K_q-3-P+M^A71%fKiMU{(f&EuJ);54a6k371ge9hx+ z$iIL>qM$f)n03qO0aI1I+*CGazI=kpZT4M>#7RY{2}$9k1u!OyDYFatWtwP6;xZrE z@{lN(GxARM9*&OAw7zq4#Y>m^8C?*~IS1|w$V>x&7^HQ;gaDlx!Uier=N{lMLQ(yE zOhzu5rsi)Atq1npd0pyP>zPb{Q{^Y7I#LYk+SsPTc9px?# zZ)Fxwjrtfjzi?c%Ou6avOm)o|{!AH4pp)v8eI9@HyYwJGk$kT6RP52{18W*?mFLYW z27XIk2~tA$^z>AUP?5W|JkqtVP@I-`t8NyWedk&l8>SL8JeAK}({%;Nz6Q7pAZDZ* zH2$th4pZX7>v^>lNY~kex@{f_yT85c7#-!&F>j%nLX;tp%@PDZW$Zt&vS`*^k}Ep#-P>|Jx@92B3v3!XPEJ+G!I^|M%rk}ErCmg0XIpSEc;bMY*zo{JrNBLW zTV84@{{rK1SB{?K$u;fTHbu|o2_6thDZ#S?SkW?#o3{fD8Ye2JpY=={sE<-W_DF$v z9OwUXVD1EZS+<;LXlRd_bi0dvT@ac?0e2gIh2YTvQIqPM5|qFS^LgaWfXB)KwlI_? z?2mwgZTu?$4OrI0d=$UP!j!Z`L`6YzQuR%(4JB{|@bU4vJua*;pL!zu`cfD++4b1A ze(o+aSrziU;zq`K8UgYj&7RL$X0l$Igqgh}&=CbXZpI9kax52ZNkQs~~%cQun zKOkwTRcc7d!^0C-iSUiqh#0aw!0l=Q2VYK3E(>JKQk3(tF5RzB@@g7dsvo|A*pW0v zXg;v&9*HS|M3{9{OZ_7z{r7Nd+p_n%NE1oaV{NWJN?6y?}lt45rV>>oBmPS}~;J>UHz?bzGuNL;X13C7A ztA^ZPVFw_?@Tt4-?Up)jEKbZ`fm9$mOyO9fUcUruy>bKZ?d;*c3Ls%qaNE*7JajUeaV^eSW*_7mLUi(5KRqtkN2=L?oU*cy z>FO3MP;6i+y3T-3c!QKHMC9(Vo$hjmehRno^=kQFg?ja$m$~^B<`X-NEmv!7ur?6o zh>eM%200dwqYWYKN2r=AARYF=tQ5-?v?mInD91<=F%sc53}g}mLA8JYUORxnpwd^| zmLRM0Qnr&_>8gWOA#897pr8L7Q&wbVT%Nr@8{9(!UP*&)`W(Uf$X+38?+|jnD!<2P z5D)wE<(&i-7CACK{mjStE^v3oM>QQJjaP!HLUu9*aZu6WYph0%bmVvD7v;NRg7vurqdRa!2{^vZ1)fUg|g4kNJWt4_eJIIpbP>F*J zVa6JQfu`{PIkH-aPJa-88sR7>!zM~I5C8a4uYhX=g<3^%UURRC@ZA(i^Wq|$zhZR2 z%FA!)2DZ2%7tW(0(Rx|0HzYAVD=CX!S`_v!D28gJoJfc-V3iIG$>GGlW<9-y!mz4O z(j^_>Dg|af->_^)P<_(Dy!=uyR=@6t0p}O6n{$M_J0EOHhs0W&^v01@k3%?@zc3KE z(I_ys_jewhM=J{deRO2^sDo)}XsozB4Gj%V7K7Y)gRm?kt1bIJm48&@7ZMF#2W(Ip zbT{tzzX{@BUxok1c8qP180boL2FLc}o5Nb$@w?I#Ql+UufD!d7@@D41VfHb!`1B*`!W|UQWYm>WQ$37?UDfq zqUx5qihfmT_c+|F5Ek-<@p*slg$m8 z7CjO%FZ8C2B@yC=SZPdzCU>NthFIK~8zAr^Y$`Lfy+!ea=gj-T)A+&)zu{m5@tKX4 zH*>x4LNmtMAzc}+Y&KOfm}2Ny^`d5^04Yg&i6IQ?0(ECw|X&!u-{;9ndv#JYN* zIKUe;#I&;MAa_SI#d0<*wBi8xtp1%qz2O;NACqc~b;;ZJlUYY%PN;yj2-8x*HXIy0 z@t^qqd#JSX_mdR)0uS#~V|{9PdD!YZU+dfMe?H9c%GD#jCc#*#=CiDfJ%pR^D5ipAcOb~5cS7!$D70+9i#VV?eOvu6bJUr?R2Y3I#Sb< z`E^*tnAb59WOwxKlP@)@WUY-cHbvXGFM`IydNfU=6Iw{vZ!{!lrvcr63&OO?j4HIN zy+HYp4u+rn9;;#TlINob3yY*VGahGbtfVpZr|F-%GQHj1TUJ~wp&`rD2X`DKOrcmB1g*k zZ=m3)W0dVD!{}w(hH>6BC5IedpZX4^D>B!YP*(@_MEiaige9OS3&%TU?=L83E7~l= zCvpzzPV4^*2#!BGL3`5Md)5`+CQk*&W%PBLv6>9XCk~vER5%pEQgd6Yv6Y!RrM=}| z7ZJITs@4xVk#zUVq2}gXdWR@Xiey_9pYdWn+_|b3B?TSs=e@UiFLU_@^&f7+C+3s+ z+5U+TvuVdTnjRUiXP%0=J%_NZmXv9cysz5tY6zqYN4ThiqzZ&WJY(Sykg1uOQNg9p z4q(buzrKP4s0NclC?;yWpg;RnfsUR1Cj=-_r3c)z!291d2Ze6zS7q!N03rfh3ld|B zOH^(qFJo>tpHSif)2n%2PM zaiH(R%MgloNJ|;sm1x#d;c_TuV7k9H!OiYXmu?Ls(eM#R}_ zh)1AD0$7#IL0ql$l=v{b+s*!XJQqjxqTcd@+4#HV5=y%hdf`%;tX6k^((~oY;Iva1 zOH6VK+TC5{!-Y)i*1BHedzzPOOn4YUA^jQR{KLqxz^(T_eTnA=9s9`?I_<=! zJ4IQeBOSH=i;YUc$Go3pp>B{^=u+GW4+scYNu7SJ`q^<7y8ldRvuuMNxCZAc4&%3E zG@Ywr24*wiV^k2_K7I^$$mP5MQcPj5AnLT>rO7M72%{pcIeieQe0`}>ttc2F!N$fm zT!j#JkOeOb-TZIX0(NIUmW%cr1s&EL6^0t<7XhCkhGsSQ&NJN~1rD~q(tgt_``jZA z&!*$(FEZAdY(V@IJo|3eyHtPS`T6?zh$ihqNtx=aKMN_IC3-9SD=)rzdGI>0#p8`q zkScb*w)pi6T`7rzOozru+ z{+;Qw3}SX+Mi?p9bn%SgcY>pb+jqH*-@5LxpVFtJXZI45J_`xCn%+)!Uc9?Iy)7>1Q`wBh_qs%wFve1kbcW&R z;S4C&G$LJOlM1QKhEmwY>GTRKMJy%Fve6k%ItXkED#NtSgi+veeb{+15PQp0|JtEbcEM|h#=SK z@|U96f&G8B=L&%D=bzPR9>LJ=c<{yxwG^peDOhed1Tp>XZf?8(hn_bye za4Zr_YEn2Q-5&?L&70}sm*bM6?a#o8xk}P9tEThno=P6NwS()MYwPhI{^H{AHg3-e z#1n(&km51 zzQhQjMwR94_VEi)?&BJga3qr4_)zUemlAKBY zCM4iC3-F0p#n8cRtfRYYN3s?UlmFt08hF3B>HpP9qi7n;$MC*~MIuXCu!8^V2$Hn) zI12+`Wt_X_QzN>EGOX_$HPjz&*zg)fUH*hOO^=Un{)$^3K__&$$O&(iz*9x)nuHQi zOCre?#T)Rzmk=Ds*7wK&fAvy?g@yi4$6&FsHPvZ} zYs#D*$7490_k9HM6`%9Z0U2DxCUjJvMjk4|I?1KI2_DEFjESh=%cXvgX1o9bN_r>_P56&-Z43ef=u=5OM+@lX*sXY&|!j-G5Dr~Pqi%In+|*kkP**h8;Z=) z9HT>fYpic_W`VUC;*-d6TFMeb1p+2-QGm0-6&+3|{%Jhu&b9>V{Ir5O+^3T2FkGRI z`?i|4$7J{^bidj9@b=qai}@niz~qmc@tsf4-Z?!S)JD3HkgjhiuH3n4!nj+%Ao1iG z@2K~a-Ci!!H_%hJRU8u1J>D9{lNSoF?A0mKD%2@`%BYqR!BQ$6(&_0HyE|TKf6C}@ z&`2>-TgsQOj0SEh&IzmJnFf~#)i@b`X1SJDqBX*V<_G_a-&rx7e0DrhdA(i$D7P#K zBDZ*v!_?asg89&8!v<1On$C&({E0dm;l|)b%IRkM;#Wmoxs#*CX_1z)vwN!?O-y8` zKg8~sYjT(9@~xZ>`+nsQHCIuBcRpmKi%VdIGiZ$aW#@Gp7qbD5;zRl0pFrmlN)B0v zhSEdThkw&%+l|uly8mFC`ZLAws^|U~MZE^ZiIE3Yt z3f-^{W;Gk<;iiDf@|BoaJ_>Sr*7tF_I$Ud>il4Or+pqos4W0JYD2Ji4T)})TQ#u(2 zaU9FFRTsz?xh%&5S6lY`-^1B>zK>9|O@@~P@9|`t@AcNM#Pte-)@=O~<>8Dr!Q~hh zlq6215(7HIv(KNVqbAU~FPdyhT*1@IBB%1x^$d}81jm~ZlPL|AGpQ*|-h*?r+Kn&r z6-PbG$T;k6#H^+kHrX>&aCP}nxs9<>ercC;-oOH7yZGMvDTPhPRq1i#mv z_^BIDgcr{Za$i8c_$Oi%?_8*h(;P)F*%6f6J9Be>(@z={peirh{;>nOth}6lLWCVN znNOaKc6K@`!e%H9LSug;xh2l^I!xJRs_4neuHuyCeBws!aH>3d`RktwA26A9hE8Ht zJx&G%Wt4|9RDN~xlkxVySZ<*=G7wz$>cd|dSMwG3q8=WQ8T>HV=6x1>-6OM6IUGU_ z#$wt~hCw4pe+^nX>QlIp;*-A&`%5V*r-?&LtAHXU2`fs5By9AD8WOMMF?Efq!?c2I zM|@;b&UVcVJqFt+69`Z!M2W6$EFCzSZaMKb4H{s1FSmcPq2`*Ki0@_simr722lwIb z$w02+yFYCM%3}}DJroFhIrD3ZwBX4FVnnd72_qJ2{y${B2RN7Q|NsAvM3PmcVG~;D zmXsnZl*mXbWtN0wZ`SvocjxmQQ*?SYn&Cgyk%=$NaOZ>ER1- z1z!G?cyv4UI)(^bN%$OyJHdw>A=b^wk-)Gog(;y={b5{OL|(H>QFiVXGcy>uQMba) z0+SGtF|7()S4{VNj3wdo&lvVeKCQ-Aw^C%d=B{ISl&oDJMf)+8)94>%r2?Y@=f6~F zaL5BG!F$jt*IQokUr*j={zh*{(Jjm;C)k6%(>MEi>gdEY6_uAOuJ-=@9LkrM)Nk0b z-slSvz233o=H3gr575%zx%=-H;x;UTKLJ>AVSlijaaoMkExdPovh-Bq^}3=*d`Uf0 z@H?mu^4lrNJdmB@s%_0DeJW_WravTmR|Is?3g`+|)91iO>p1bl>0i!@P!*#oy9A&jlwA3za4F)`Q{KT*oYU~91V z@pt3dS-H`oNzK=rTBJi9RE)*RFB-1j$ose)Gv+bojmi}j+;f^Od+th<0WBlrahStTPFI(G|38Fpipk-ZuO7=knrAm4 zeo%992{8j#g5i-7X5%}{W=}?uo(nykXyuY-SFTV|;I|yw_QIMW`v-aoFP)3wt&qSY zGa`2AKh}(+L-e zl*6CRXkd#Qmv5T<^N8y6E4_j@H1{MqZ~j;H{qIk(d)zAUHLO~2Tfi&Lv2)eCRKZL- zl0DDZpS+bmIX#UABB65P1blINg{}v%<*;xbrIuZc2)$A(p`u|1?^xX%Ck;PzaQNY- z!9{MjmNZm}nA}f>xu}lO@^F%Tp?7cIlvGp*o~`rr{MR%BYf^?%kzR~OP=!{IG`fi} zo~I;;vQ{R_7@uRuua3+6L$;m`sPt0_vOS4^Kir>kCPU?nosiJ}Gk1B>U3B=Hf0qmWYCKO;wiL>gwtw5(n1Cb#lyEPNSD52b-B-N&m2Z zcIvF)wdTHvsM6$fuOxIbJ2vN8cUGb#6gRDAj+e4YRvCiY4YTexkK3CGl~bg=KaGC! z*Jb}z&%edZVdmYVgtp~|GBFT8lC?8bIo#$0j5w@>xQ^03^S=adzY&MCvvW(Qa%-z@ zzihj&QJGh>=6$Wl_3k=Rsw&lP+w!SO3ud@l{eNaC(7u$P8F8^TEL+DT9+|pnaalUc z{SZsvaNDoMj{><3x9tewpB2oYdZt zrjZl|_CrrfxJ)TdGx{Hl=we{|xhipwwLkn;%lnCfTBV|Zx5fsaKA=`1ZP_06~gis?Y%f>IgZ@P zY5#VcuBJWDj=&A5I{no<=_jV01&3~Qc`YCA&X)1mHalxl@?{ep!&ig;M!}byXU{&c zJlFN=v#ry*J8qXa%Jc@7iIp{F{?xa3M-QJ#Cyuqv3}`O5!^^~N^<5>b@KEI1Umt&6 z+8MpZy6_Qq6!DiYB6gkq@8sg^$MxSP9*T>Gz`8#=m8pt(xf!uk5QmA$8ccB~K&F%S*Q5=@|>lwj5$T zyzy|=h}uhg#mid@)^f)tZ|}P<3MKG~p)INTMGrZ3dbNe8$&wiI6bKhmzX)my=RVL8 zVa+eLPWoM7;zieW{YQ1RsUAm`#TK#aJK*cs`ukH|lK~oshKtVoS?3oVPaYun`wIfJo6X)Qimjux}Bf#2wf-Tx|xo#?%Yn9vxg7& zUFvLLd1K>k9}qD3a!*%RgxgVy6w#6I$hPU~)UNGXQA$NBkOqJ_;uOuaYAmnqw0Na?Q_NX zGJQp9m5Vfk!(z(4!2yHl5mLP18{QXbZ9aNr6$$fxb>8-xz;$oCn5{sT>H4kTG}I*a zJ(wO9qH=|*)pZT4Eg&E)o;Eh~#`7OG5&Lb=J))mmNpK3N)-O(6v=ZsFw4S%;TPJ$) z(yVL5jHt|=hTBYCEG_GDT@vY(<#?)$+9Z}tBJR=a7pc*w-7U*F`&KDlL}npm z=pRXT4(ZrEH6QsJ=#$*#llMY-a)<6rWS8Oo^D8~!B{3qVIZMH!)dN{0)i>hy30xzL z#!XozU(}S`bk(Fkud}Q1?f6`O?+PPlz(wseW&;W9>vJxV+>w#x&HZ(2O;JNIKvA!kFsc`}dlxgK}u``S}^6g3)_xD|py(D805-LrraUVC3#h zvqx`?m6GM*X7%Y#0aLQL#t31PK?DP<15p?wQK-gFWPAhwIv>9!TMFnPKYVb&l z7nq`E6&aXH85t!rBEanNB@cTni0AD4$cED2d5IZf+anJ0r~^raS4!&54foX36nIpG zG@=>|OafAt{MdTjrUi_C`0-b4+}0al<>gb*oNiQ5T72lvtHK27o03*4>3Ji<`5b&6 zvspz)hufngjqirgwN$I{z0}g4nz@*ns2OS9s9aYkklEf+(|V5h;YH#57`Lxhb-P}1 zVh+)Rt%=*;b7^wLx`| z7ON@`?=QTQ}JlxXa1ETUm@=#Hts_d#9Q5eQuVK?>z5hnUanX==X$BPs;5d)wC?d#^dIm3VWYwn3|fJ!khfC z(*GM3;P_hM;pr}TaddtCw=+U%hyFhPuAJ)kye zYzQPTM60A3sjxEK?lyc@W>E0ydVT>MfZpW-wXOSa&Ce3q%eHbnZ~ta$Uklo7ZOzwp zDl{$F{9f_$37^rr1Ob79bFT_~lL9-P@6V-MU3j3*i4k*kz~b*Osdo~@wX{M+zpzD8 z?*6I$Y9nlLX=NcT(MaOnclnFoi{HpzNZN9_hH7T?!gRus`iTa7wew~78Wvmh#tUy! zt8!ACRDJr!M(DlTDKyp9z^|qFx9xy!*awG~Ulin34p%2gr$%&o(;m`fXiCl9y!tG2 z>anNxs*oBM4A0ZCjY887zCi|wHVX*RG3iy|8#*5DSQ@(*CzuH{2S>o2I~=O5YhoA( zic7oEbRg@ z%zORm>F@at^DEra#~ZgmK)rI%T7B1?L6PO*rzKJSLS;+O4Kz9`mRjcv2EN}-C1_eq zg5I+2R{7{}bXeZ=*?A>J&y{5Xd)eZC84Zo7k)Ok-(z@R{hALWdlyxR4#={LLGQCSD zt4PIA{3d(PZk{8bi~lB%KhNusH#HULtG(|Jg~0$@Ked;2(TC%<<0eC`+AJ7Wm$V+D zvYp$DpKJrLjaM6zeJ>7W*}wQkM0JO+Vy6txNq&yMa3L6g)-oy&msVwnbhIY#w2LS| zJpIhDl2ky@uE41Pje5}5es`i9ORaX4>>QYf3?8a)u;j8-#HjZ&oL8fNBiTCs47DH zZ0edPqOFoXGtkg$cktl;d$Kop);Fxon(SBl-cw~7Gxyho)%ZFiJq=6J)~%*%=Uc?J zY98A4$Mf0d%7`YXs3tB;k4BW<#C2=ObfKFn+w%F>)vjoR-rLY8b5_>*SZ>3+gDl;Z z0m1yQc0AKx&%kjk)~Z8|;FH@X!DF-#7&zZ)-Xhjt(3*e1%v5Ig1}Xc1&F6O<(vnT$ z=JCw95SM!Dd*R7xmqn@HL*mbRPM1EAFNRwuC@V@}7wEjTB&HBT6&js8uYp)2S+pm?)6cQ1=Bu3IhxyLAO_|E#%Pvwl?6GCo1|LemSu()!J4 zj#qojco5ZJ9Z>m*|NeFRmHNtZ>W!a^bBggr?y8m+^*l}u1qIAsw#%%<)47|O*~Z&X ze6jMlr1MOr++Jt%7-YPg(k#z4WQg)?UMK`<$nHKcxqQB%^L%a z@G6_?aPhG4?LHgjx&bEQkDkltis_51C;C(E2mwJ~wW;Q(Y%KE*gZHeoZG2e;-zk)io<9^QAvq(bVENe&`~ITPtq#Lq)MIA5)u;PNZH>t zw8#>lpn*pG1FQC2y)@~h^o>JMn(nBQ+Zp}KCFJB&*^pMqL>n6$a~c@Kh_Eo%g_n8N z%}PhE_zk~4-V0wIY&+qg%TANMe6WA#UJ{z)3NvL!>Lna{vyzTZdy3; z=;di#y5T{9UhlOP)OP35s@o)_UN3J+_F}qSxI{z<5fxR{?18+nWOR*FnW}6^pX5}e zPj+Cq<1p3vTmhHgC*!syX@wgffVh#XF<43XAuNZsz@1`@h;p9dg~ljJeIjk;`HsUR zX7z!`g6`~~=$dV(E~I~J7k9CxI&u4O;F~v6doJWM0NVl+y3#de&&^wiJB0k^1(JjK zZ%gD~1>m~a%TT?o5fTz28Fasxb}3?b!$(K;qVPqfe$$PPE6@UpTxZy3dI_4-K}}&+ z|FD5ARMyF>k52OXcRDY+Eb@mkDE15p4J9$0tecoj$^(83)XQzW{c(+5zho6RVaf-l z6@|z$uAsLc?KpZ?n9vM1iR|uU(#E|4{aG~3YM;OKxdk%R_9LGytg?0v?anOqME?%m zz?*S#TM7yauKH~Jx39*qYjXJ0{XM&Y-@OTjB^8fxG0Z2V9y2~6fiyF;zItr5G{0vp ztq`yD1-~+Xp^_>yuiSh)!q_M-KLS=jbJ)fK@)(X?RQZ4=v0A;QiTV2XrlJ zJG}vR+DuP_X`zy~YoMdvE8@g*ea|kBp|=HZcIOrV#Li}XgN>s|Qr}=ty&2#Euf6G6+WF&Z8bEVa z)s26|{2xw*q?xp2J)HEI94$6gcQP>8KbjxTbobp+-uEwwVYMXnv}>>Y6#T25m^fdK zEc8K!=u%jj8V)DepReLYp_r{)c&w49&2Oc0$x$!3xY(0kUW@e*SB7q@qiiPm#j7VG zh`%&<^IzzQJaBix;J>R&ZbEYZRc7;)C(Xqxeb2UYYov|24es6lnx~9;`^LAPoFD@{ zJDV?YmpGi|VrN*xzFlvx)j+h(8u0_tyll69(4!9F5T^pBg;@Mci)Iu)1FRzo584U0 zcgJ~a&2fE}{sLk1NX*9>&7wsX3ga6a6UltXA6@{R^Fc{`CPTLZplWfmx*fr7km0a_ zk3;+kZw8_05_(~=de8JcIJwE{AOSZ|)eHXn_ly7ET zI0<#unv7g`<8k3W7d#M6l$JC^&eo|{oH-O$c6+9iHZFqVJ||e8yBC6wlGR>eU*MmT zV~xjuoOP58tm8PsQSUJlFBuxrwK9F7BVmijJS9$)I$DUD^DrerIyxPbyqhi))zc@1 zbq3lwc8%NBzwW_qQ(hg(Z!uo5umM!(`^Q@f| zi#?aJKn@}a=jgX9xVsm$S}}*yO!?1sx5TvMy{`UjO@CC|7))OJM`I9c;D1U#80df1 zUK!D6ja~er;bksBhUv z87(>~-`@WEi$VW@Cg1ghgb#GnIp$tQ{gt@?0h`fl=SxLLM@durV32i>{ztJZ+idS9 z)+?g}D#xp78M01LED8#2MPojwv@907v0F1y4#DN1xPHL+`p2}qyuUiP>rXc}j1S#) z7~Zw+^h0Zf^y<&=?{LB%P=@73?!M$%`XNftkmI<u3sk~Tt2x!>RIp!r8X?+L+bxr>2;5dl0TlbFvXwbu_!KP!A=A=F@N|-)t19+ zG}coY88NxMqaho!_cfgZ!Z=>??mxn%x<&x;S+R$XE`HflJy?)$@&)zVc_$gBv`?RzQ>?w z2b_Qq8GQ{}s;(wfs!bV^Qw%Uc+8VqiPF`Q1=S18x^8t&Fiq{r#P;B561gdu0sJA-u zj-=H+O%fE;_2g3O8>N69q@yX)x38m>T;0zU$2oqJqC0CyP`^^elTH=dc z5;s5GwASzg>wZ_OQd*b!fkwfS@8^%=cIq?EO;CR1M_y*)iWnO;|6;4G=03?nuryG% z`idGP()~Skzj~q2?HDTiRx>c8;wB1l*W;QE*=m|&p!j@e6;xf{t=#5g=oXn|s#}w^ zRQV1SE#C{t$-J~NURGmTlxq-g!8I5oyP z%A5)GDMvn&u2h)dsXp5cH2yM>Ivhq@(o+$vabw9zwIqHqg!Fiim$!44t2r?~gKXx;?bCeC|my zG+NrHuFGg})2yQc?!gw?DGX@jR|l~{3;vdWFFlZnC6AM$Or)-a4Cn5a zBb!p&Ler`%^laE}^YRkBv%`6vVv0ijJ4HlPEvf)=XJ*c#Raf`si8deWR&qmn2xYKo zxEx&?OFMx=Aat16tEgqY+sI;?rn969;Z zg$rEg*tGD1Le;v(1ZkJdxERH?4~)WcGOd>voabW-;zTox_4f(!)$GvM4|wyfq9M}f zUa-KfI!{~YK?fFxnGp6Zx6^Nf~Uv#WTRi^{8Xs*5I9RbMUJ5%SykoCL_6|ucZ;)xx27of9u@GhKR-|;d0l{IEBthK_L*LFUUZld9U1+t{qob;+bsPohc~L5r^~3`%pY&fT!p`uY8k#?TMx^(Iwy z3b3XEEK2sXFbXHrWLzBqKf$4LZnEsuk{oJczx zzMI=II)%JvXRW^hJ!N4&01U|@_pKPKru83NL;UxsVG?efj8r==U#pQQpgp*?XW2tb zD$}a{yHR!D5rqKbOPinbZ413zDlY4}bepa#LHdKR?W-$_5%+JN^7xu3nmt#=tvY-w zX7m11i;$SjODh#7d|dxnTaOoA4*r{dtEXzJI4Mq+A-s45ZPwc&3QhmGUq5k5&}tLW zZo+u!Qm?zX!=-ZpiD2k`kO-ru?Ne0K`xwO5>(L^1KZgmA(LPl7xfi-{yk)G6u;ut% zKDTS!$`JV}!S!$L%=8OgL1AuiWt&@=8l*kj++*09d&5T6U+dhajI;jyVp;qo6mp=R zmkcohT(c6E*K}D+;0~pU@%tqH_~eGst*=Nr=&osz82ra&-hIEdg_TYzu4QpV(9b@; zDw~pY&E5&s=x6O@pULTmzO7fl+0e>-t8Ly!7(RMO3_04q~ zAw3Gse0M!zdF8%jqzNt-bHygg#!$CcrqF*Hs-_&HCuWCR9u`|JxoTa!G^zQ{@!0X> zBkoQ%VXkGnmR)`hsVR>3)xPCtqNluaJ;2hxv=CkIVWH^hD47M(Xh>#spT&WNnN5+M z$ux%?bAy;8q;fb6)`$cIJWST=Tn&-Ye`~9kYq=FsAaq`njPrAIq^{)kHIZy%8t;)G zE&_yL_CWo68cof|%-qFv%HdozpC{-xY*6U0OAvRTy&+-QlBF^vJhEJ!kzXV{{p!^# zbQU%$D_7|cwrFDpR`WG8qvOO&FIHczPe4jt#kE}Xptt-(3G_U>!#Pj-d^AgnEVXnR zjne$xQ}v<0_TIU?r7lA)d+P>1TnKUn37Qf1y?k#cbMHB%Se)g1wlFOyzwlez@Mmc< z%f%GsXg;^c>MY{df~?vDB7oG|5pDiO<%E~s=aSAOos6XYG;ch%4}1+&yF5F@UbrOrTllGNXpTn}V^@EY>JN(79@_ERFEfjSqFLH$5p~fl{MF+1kBrK8K(QI! ze3Lr0Ob!O14>?XQp?$KR@!AI6r8MJ3W=u~G0tZwl+0zqPJ@a?XPK|YSiQhWahuhM= zhy)!X>97`QJCc*53_pdLe@T0&O~6%&&j(!;3Wao~L%u;0v`db4Wft#mNb&!tE+N|J z)1AZVn*7WLo~;}(#=UWy*$0Y_H!1o-=7<)Flwhqv+lH+Hc=QCK)PZ zDyG4(1@xjVlJ8&jZsa70@FOE5jnfTx#08k#p)SyBfw!L3^+z%d%l=dM*)10!(@P>M z==blv-&bzcZ*j})%R+@+N{65kuwuYKl6pUhKmp59^8tMV4f zwc@fGd@9rKDkR*1K?yRUNpPB<9 zO&=ex!drsQZ^uGURe9|CO)68w$tMO$0e{nljjL+nQaP>K|FmB{ZVEc*n7Z29vWb%4 zUn)}sM!tWzn-<=$su+|#S&Ig`kZO`lnv?Tyt-4Rtd{{Y7KjZ_5B_%%PsHlL8ev3;^ z>ORNUd$U~i<;)<9HJnn2KKM!e{%t-zlb$Yc$D|6NjfTe>+=$}fM{6cKJKK52fhDfY zU*nw& zL2t?$3Pn{>PA5SJy0DA(!BdBdMiO4ns1!XJHNA4>*5z|L1UPx>h3K&h3*N!bgrtcr zze3serL@GFR0Ze(;%2=X=0dZ$s6rbg<&n7W%i~Qqmu9msyNt%LzW?7QW9QS>cSE7+ z3SSx z{h_g^htZBE_Ar=tpF&jxWM8>gPfhTYa#k-V=%i7$3K1BD2&@q5#QhZrH(mahQKr9x$$4*P6pfv zS+X3>)>xAJ|FgV_>yex=3BrvHLu>Ad-eCB@^cFc!ET6u~=P@*#0-54Z{Mux|2327g zsg;tHjn#SJ)hj&O$>if3No6wb64kVS<^gzvj*y<>ox2gPKkLo zsFL&k-exNi&4LRCYUD5TeD!Jw&7;j=6R{WF?4LN+0iK17A8TCYRH*!~k13Q?@1FB~ z|4fMHSV`}ILrEDqb6IHd-~-|yElsOO*d^`Lumww#0Yj**VB;r=zsk!}VY?%$w+u(v zUl;V%VgSM)G;}3QCxVyC7$5b*ML~C&YvQ@~v)KvUbN);>A%N@fR5hNr zkJ|3JASqHG+w6MlSlM*v>6jCjUr01}tNgw0A?_7)LSAl|L*gnkoYvl<+YcH;gM_lY z6u}vwNM=K!rjveyOHS@*x=tWEzx#8n27`!Y-a`lW)R2*CfY6c~9+!+eU06?tGeNY- zlfpE}+-_jvZ1Lyl#Z~sYXjXN~L};yCW6{#v#w;L3^k0?Au2M5y5wfkF+Ao$hv2=_@9P! zg2li8^H%%O5kGHQ?=@mlF5?3F7cbgiWsy01@87@Y*l$Xw9xtUiKr-4XEjr{6n-9Np zfQR_^V$^PJ#-6bc+RyQh#2H_}51N@N%I3oAx0;^O%8oEaOmd*%1(BwGXS*rKx{i*H zuga_cK4vZVlW*4uaw50uHhqU6&pmJ5A9+!WPe)EF?bz}@Jt zGsexXP?=Op8BJV?%H!PTN^|gfj(?KDA@r!bfbemhQ{Yz)D+gFCsGRYnNV+VVhFaR% zc%z{JwcI)GApWe<+7b-hj(@)Ux17Vxb~ToY=vU4d(H54JXI=~F3mn~>zwBF^wAiX*`7W>S zH=tCLaf8>dgZ5Efulvi%W=*W&c5sj;#_bAk-AxU9W>J4#jG z>;8vYw0hh36Z)N-)5?o}s>oE?IKvQ#Zl+}}C(SA82Y1M>Ea38x#Rlh#Y~Iw;u8dT= zmo<*7hG6m~XWr*{%Dm z1oxBx_=x25_(hQ+m2H^#NRMw^iNTIc13FbUMK+^`f}yLy{#1`D#kEkAOe)a&^gzDz z_+}xS_$?LR!tVZKW{d_3sqTTd)|Z3>LnMa?%=bisG?8-sN95S#_ldwvgMB(B^f|~c8f5uDcdBj!X0y=6r;UZtJ?w$Wh%!*ZWEg|%~$th1z@Gd zYD9}sxEGUn5P%Mx3|G_420G$ukVNc9IK15!#X4*CA`*9TSh4e z3YK56v9DFjHt%|SWA|4MM0A!~;vuK_kj6fj@HV|U$y>WRJu`aZ7)3I&&_N_rv zgM?cbZ219!f$z~zFA)oAN<3uOrzbG|Xov~#2PT$p^%F-!TiE#w4hnU?f6v=_ZLx9) z@;8i0&pRYxI1Tkam~Rv>zzQ1FC09QN0k2aTBd8aQmlx+qO5~+NR~np6WHKbY*5vz+ z(N)*TNEi$X#1Ue7$JrP9a#(WeiAMqvQNc>)$|Bznc^zxPTxfH z@?jXN5MHd9ofi(bn^jTm!Hxe{3{0y3IeA%_2mm&a2mY<0m>`h6Q@iK=@}FZ&71-tuLJN*7Ik`s< zv|b-;&wXbzW+=?a{UY4T^ zwOiz+zlvv{VwDqzYVB-KT+OfJzH7-CC~Ww|@^|8DFT2vVRSzs5DxZae6^BXo?|+js z41>6?tY0GebYK>cLo}uBP7V%A0L36a^Tzz7IXU-zdi=yzT3XuRV*blEmg_4j!bris zpdd~0$}+Tw=cr;YlQBeex9C%pJH5|)Ft1Ho85e26De<6$r#L#9fw#kq$T`-$A-8* zjcu_xQ?#-?a68Mkr*f``z1eo>^N5Wx4Yk@aqt9j6_vz;O=as-RB4TDM?&jO5%LB`R`f{BL8TXAG^_%@Z5&5YYptH1&rth678bE#iwg zOhHE23L#OfM3JY7V~t!Y3}p{IJw%6EQxu<{m!?pVI41w<%ATF-A!QM~3OA5$LCOj+ zMy*6w&ZfVP6FUlmT~Xq^Xqi*kJdxbed{x31NLCai(b1bQ%thK1vTGESipue=!Lv&> zY9~kVtZRuiqL&Jw;TF9rd}X!m_J3miU`Wx}%xtI8xBAeeS|OPIh>lx-3PJ`Kk!DO1 z5|BUb13M!bWI8kQ1N(V7x?p0KE!JbxeKv!-BEq+oPiJ@QmsdQO!@nn20hvUMPAyg| zxer|VOeBV$x-ZElO#~!gdag_E)_ZE$?^QQjDS!jW6a4|BD&+25eoa<`-J_?+{Vty) zaW~wnxEn~-5v}tR4`FhC7v=vRJTtwrojheTJ7%;)#+`%Ygg83pHaKwjy+?A%okRT0^z!q89O?cqiX!@aLl=b7KFEX1ly*txvC{LbFVN8RDT4PniqriAEZ>nga0 zWsZ^!B`x)l&uEJ&Y%dyx2|M=`EJV`M_osQ<*O)XjE1ky%vj6U<JEgpg=4lDiDu=&Q7Lw=cqB-7Or1;Eymwh(NBxgNhLa4(Z<@=}6V4d!C-{q}>u1 zDSYM+(-C()_CmLJhF! zg_4Xo3J;A;OhoQgEYf4B2RI5^djth#Zk%h~>8MNY9H)tY-_Tye+x1Y2%93Dh0Re%M z+S=MCt6eNH_T+~4KI}h~1OzywQn0TsAs8YHW8~Nx-f7p%5$5{)HzC{p$tK-QMj(5OJI)C%U?g6C+!a9tUGW1KS?;gAP zU3>JG;IxC;dPFOFK|b?_^WVA#scWj`PmRRFdO(P`){bQAshI89Y-7o&WR4k>!s*k@ zda(y;$n;OLnT+z1EVMuY^}=Qfz0?us8{4%X%T%SE`uuaSrl)D|*29kW@Dhdv1fC=O z$zq*{=UC?HP9VTYDUa2kAf3g?vjEKCtS`;96d6Yh6{!O*98_`obJXVO$zieA20@o$ z4+lszysu65&aGMDVhiL+S&7S>r{*U}dKdC&`_5nDXa>Xybp-=pK1O*Sn+3`182ER? zxgM^W(Z~-a5Fo1JswX(P{lGOJz_KsoJ<>B477KbO#V)em5&IgBeT$0Zw~i>aHU^T{3kg40$a#CXLG4<@E?eX9>Ahc4_I&%F4~54+j}>{X;BqQc5E z8V$2cmoCxlYEsD-ZJH10k;<{|sgmrUBJX=%pDk@`1l ziW7N~-dLV|yu9zPETE@Q1q$R;?9|AQ?ai46d95-G4`&Yl7eJZnPn?k_K(m#Cv<(5W z*L(Ul%i7bZs4`a_`;d)H#vY(fF_~a*XMuj1EZc#oDg*I~JapVAY7atK_vj?`$+#;< zHL+?^(z3ohYmEn+!~+6uREicqt2waIKu2dY3339d@BS3CdBDFRbIW2or>*vmU*5l! zfHoPogOD)xZJQQi0~VpBG(kfl{o*@G&xPTG@i6pY3Y7cihxL9GY}iG7F$VvWc3REw zc{pyk=xYbSddQEotfQ`zC0N0eP3U*vE+qf_{OeCoy&Ilr3jv+aj9Yk~MhsiNm3xp|w*9s1$!$JQhJkyDFNh+0b(sh>Nkmf3p{;9Z?J382NsPtl#nM zQ58zp=Q~)ub4n(GdT7l%wi7ai&Ht0=coZ8wG>a8Df5_fD!`A&|e0dcLAe-K5mXyqc zH_0rkC{DyklfKE_M5kOu6e-Q-uReDhBY%3NMBA8B;=^Mtj-W9H%{)*?RW&#y0$`mY-}q!ERn@y-(D^a13N^p3|j z;@##{02P;vM<#*u=uaZldoR1_r4XR~2CQDG-QACe+~9UdN~*WD1G_~3e3)~%8i=L1 zWiz4WjjIDHS`I`u9M{rf#WSL&j7?6iEfXVqS6<)whw<9oIY3yjgR$&G5)e_5%_7|4 z@9bX__t~HRK-(#xBCr|nRULK$R5VBfaq^%~-U<%h@CU>~gs@$e<;K?{cN@Wzu~$== zac2%WzLf;2qH%P?-rfhpXyAxb&5H3CWV?)4!S4aK2=YbsocpyUx@wRB8kx*A0P(XP zp|`Ub&|od&^ML6y!?6%IBnEC7GHl-a-8*UW6Gp-F+sXn@=j!)2;_>nEsCz@hW#(1f z7?5=N_g9?3wPETI|B)5AmBF6&k$-p$@ICT6QTTbQ-+Pn>4TWw_INu-OSi;Lq_^U1q z6srGMZkQW6Jo$qFNi;zXF=iy&r|r2`WEyWuW|X=rYn5OvBP#v-EoAiI20+^#KEov_6tP0_(aXE_R=iWVvy}p2f)rg!KRuqp$JK z9aT6{%PT8!a8W>)bGUij9OZr}Zg<-X&0<6ixDexAj@$Vf3KX#;XA5{jk;oqmMcb^a)OQ2f)&bt;^jq7@Q*1RPWKtqTv2h34xrrMbn;` zU1xT64tiq#i4EXOS_`EFw_gkUA9!^Qv4oMuL7!{cdJ9D?q*uqR6F_`79Pj-w(4HrH zJZwiGgqt~5?d&kz9>e@$s>uq|xfheSa&mHxj2=n?iRr~>gph{=rcNe~9Calo$!o_N z3fkgr4md<86uj#-dB^mjjzxCxjq<806Eq&ko&b3SCmwa9qU=xyYqb%zeg}Q?`UV4Q@pkvxCW|2Gz&4(bpTc>??;>D*JK`JGo9p8u^c8(o8{LTqtqun^TpswLPQqRu6-emv;s!A&M&wrjhrU=~Y z#*%{0EcG`N*^-X>U^>u{LQB4ic)NSuM6Z2G+vrKm{}w`ZK@O`(F)QY|CiXv|)*$OS zDcfE;6d-pkBn(X9_2xKueFs_Zko5{V0Rn9Q2I_+6bhKU=!|(|U3!hz>=zcd^q=1IP zRBT{M51DjBZXLiAr$EDoZ||@B>HICdn}-Di6c^q-Y`>mOl<^@3T}DO*m!?j{RYATU z0Q;dbJ9e7FB;p%FVVzCL6SS-A2*PebD##f~VmbU_n5g1f2 za{ZBQKh#>}xr$aEY?yG4$22S?YCS1O;X$@D63Kl~X`17eH37`{+o69#Uev$-j4W;J zO#81T4e+1etDpbh4cO>*y~c?X@>qx+&Un6>k;&{PI=$QT6c9k0dpVR7%bc`<{M%@P zM9HVf!vO2_iIjc%KZ!@?I4qiXWx3_;z__7&w3zVOcHk-5v;DWzR8>THEM!@C%HX1b zhB3)41IOr6n7y3s``TAIGFi0a0Wqtdi`8LKoD zFUvVw;f|{Sh9Y3-Tr5~-!cDM-Xz_}P)eo2-JnK z;J_@<7x`6{$lX9=g=p}kkrO+-JL1Xo?_8ncYG$||$d%7|*!~y{WhlM;Aev+VMhN$R z45txe{c-B3`22gl&G!#*y!w3OuHbaTRnh;sPxzjZFE*|S%Dt|fjkNF>VH-;ktz2Xa z3+&v9L|dKAlIXp|2w|u|%LX;h8c|U~l)SQ%hfET2UCGo`?9Vqh-)xhF8^5C%2Af_h zR|GxIwl{Z)m&)FTqgEM32}xBZ%Os5G$qv{9Id77b3a(>)w}}zyo5zJ(u@`CJ5LrDy zYvC>ZOL@0Cp~KT{uWJJfw@IsP>?*Sj{y`0;S{{h{R(~z?@>WCU_^mD zl6$XDL3oG*q5zQ>$E^PG$6I8A=?6K!##oGb(mcE?6A&YKwt<*Z*6VuzC73e*0o9$Jq6VLB)%ACRz;kx z=Zqry)DD>j#8hMpo|dK~K@&JDNbEm3LBy9siY?iAZ?~S1vK81gHJC|LvkU1Z-|7qA z?yd~~OvvlC&{;VwGjbj#1D{cCuCi~TsQ|%*%&5if56b?WcbvyM(DH5h>c*G*@dGJB zH_;wlvs&At|BdB!jr*xN-B#bIgWaQg2m&4JPa?W;iQbo0O{+pP)zxK)Go@;vACCoN zHq{qTrWGAWz6UN7OA99WEXlnW?~otLFk|%D-j+7v@FL5q!ZkWk0_a{Dk4sqkPV6{&+ z{l#4zuQ$0zK^noq`H)N2lQ_b-L&^&`;BMUdND7YU>`&UlMdGB({Gyu z%{rkYB_mfzt-(wfk||ekn$B%SS~Dqj5NicZL=bkyAad2U8zEPC-?ee)=I5rsg;C32>n@ zkT|E9&U4x(UP1LGhJE?u?}-8?ErDKyKrA=qL4$B)%;Z)+zNTb5vyD<=z9$YK=%}{L zfH*YJ3T4AB659@Q9G1L%=(Yn8nNgDzcPzH*1M(&o(xmdKvfR@M=5>Ya%!RD&sFd(S z7$LL_jrCl#(LUbyfqjOY(BWh2|9DPRxTi8yK}{`$=+JS^j}g(XG!+J9;Whcq@DZh; z5+QM*mR6YumheQ6%5;d-xw#w+aiP+byD-pBx}enZN|bH`1)kiwWeo* z7*tX5XoiB`RFbM1P39E2Pq&(}bFqCvdA||A!0LPm!2DquaF*-cV~!% zVbu7c-)@ewn*0IC=L=1;9JXU5bxzU$Jr@KoR)^<;6mL$s`&M+;|ez}sdu05#ik5FRQoiVdjGW`93UVrF5vsT@vlncJN# zn(N!{j?Lx`u~MY@4%0RKBEU6UV_4q)Oi~N$#;64|m2rk2d2yUV>hX|brgUMPk7i5{ zB6U#otuZz+A#Gne&*za?5zD*x`DRMj(#$Jnw%dLs$D*u@{u}zC%)a{VDI3`vMQLKL zTt^Iked3L78n1vrxv?~y;OEb8Bg5Dvf&}?GZ@A%Z;p&nW8{i(+lk;$a@`-&eAIe)) zc(|bIWa#cay8wMN9;pp}OU(8vpNdd*>RcTtn#^uO#5bu)N7o8X7fIKP=maAfikc_6 z{T`hpJs`8xB)^PU-Hh3|k{M5(Jc&F0yAM<70>v)3Y^lsqOY`x>hwizu66-UHJLWv=6G?t zeLG*<5@w%Sd+uk-s_n(50qf=dyL;kf$+8}m4bE(4#DFdxAloU}mQwI4kX;QFM{Kwi z)XmPB3EkL1y=4oMv9CNd|6)S7VSxi6c}3`X$nArZ)?kP**O)ql}`9Gf0~C9CBphnl0G*nRpwsA_rgQu8U#=4d3uj^ zHVG0;%KHf#U-`(vx#Tx(rt0m%(WkoK>F;Zn$wa`(Co4Cj_DMWHw6PBxJhVRJbkgRY z#vwsL!Djb&pn74p*jA7i6BDDaWKuqwnwrYNHqYlbv8?`I0$Pf4cuvhO-Dd#^^XWoy zOFCZmF(Hl&R}J#oR`?5B))+B4S&moeb=WT{My#7#*jaExNy+<+i!2&5@kiZs->L13 zBO9#bpb%YCN<^Zhva+(o_3s=wA{v5ogfHexTx)(2N?sd8%U}MV&@)yXdL$nmiM0sS z`tyg3Ir{DJqSs6t^Ie@?x2JDr%Xt(3#jZ)zq+xu4t7JFsmKcB3JHEjEnu626>D7m_ zGHTMhN2VeYuC^<9Q*=*s4ONu6XHm@wZr5N#glS+@e#G@HbYb5dK(Wzx8 z!R}BBkXtM`f0Za{>r<4O3YMnZ-#CpDyYlUA6i-J;H@&b5>Z$s5=bx&rk4}8Um?0A5 zZidQ`Iko%6qB1*jAznZQUWN&9Hcompr*vNEZ)Mx1a|}-n2XLy>$ksN20!cB10{q<}S} zzQX+y0|-(WoKwRIRnqHgXAtJ4Bg*{+3Zj2iz%M$+p(A;K$c;A+gY4Kg*F>1_tATEX z0!&{_$6MTFjyk)zK>Z{4nS8oZASRvg2m67BOrh*9Uq8J6E}`a!dX3CEgVC|T@hzI0 z(6s&?XyDg>=XmPf_b*>ivo%*i+&5)81*jF8i8d2`rwX?T;b$O+3;0FWZGb#0hH;1=gUU&XCe?e%nkEFo12SG z9-@^*(6S|?={%QQ1GAq9%ptIjB=Q5BFIc(rfhqa-u(Xo;tnwBCz5}w~aB1%|{1#AD zco&$&DcVeU7Z+=Y`iMb_T3!X z3QQ1#-BPijC6DOGH-2j55_x@o<0Gy0P$V5?kDYuOn2W=ru$58mbpmv;haKo~TW<^vDl#cS5&`2MP+O(T)nV0Sy+)SkNFN<72pF1pXhk zz5^V~{{6e9fwGD0JrgP`WRHyO8Io02$jZ1Xgj>i?$X?kyJ9`tdL-tNKxAmU)^Zbtg z@BhBX>o^`ggl^Y$eZSxH{H$||OZyLDb#=1++6ZrrO#%pQF)}SEIIqELgHr|*4F}UW zFonUEP1PTN(cW#$>`Na@R9$r&^C_s!F`t4E<$piL*$E}Mw>kI- z`gL)tl%%^=%!^}0-1mM|yE(?@3^rI}zOUUBQ^c3pPK<4hCl-v)$&KTLE1^R4N-Upd z&1#I;IFzhQvnMA^0Z@g+kr}$u4S4eEl`(NaI?H{jfI z(fNM0937s(A1Z;P*2>X@HhA+Ak6`*4&SmdXWj7{VD#($v)OG zRYtjb_n?hv1!58t+n`@&4YVBB^1`3-V)?`0JTZ!&y3IR(t2(34sb##C3o}(`5Jxfw z()4FVxrV%ND|Fb)9O-S?<#WOBq(=7e@J;ucSI4?@kjyg|cjrGDU1Ogn)(>sM)jGvv zf|IPdyY7=ni?N9odDXCv%q=-vl((Dm>Xv1A<`#@ylI~Uch_0}(bAMWvm3bil+)lMf zJ}Gk~)zqK;j0`I_$DTBnxBt%a*gW#X@Hs{g33@`?Q}_-dBrt6{uuzcr8xCA;GBA=bg6hry)8Pl1 zXTjJTY^?M~)UqdZb z1awuZs`knbj5`Q)e(*QXfnt4s1RV1hm~9Esb)RQj1RG$N4e<8|S4AM)LO9SMUB4j5 zY8<>z06s~BX&a&*3e0+T01e^Hx`81SCMM!RwSbvN3AW-+_{|}$UorTSoOqxDE5*!B z2RlE)b{A4%;2*MK%86$)w4gfGt~_v+o`Ha|daHv2nw20xG0JT8-<9uYS8ui`tPI_A z+|PTTUzZo${tBNaA^MY$69sqe0X-CMX3&)ZHxdIyK4vaD5g}m%@Wj_}a4_@;;74ud ze^iyTSM|q32MJ&6f=wkfL6=dC4{@;aL(R@LiLv8FA8&;+%2NuwgrV&>h`)|K=<$C| zBPjMYB#vfKwkKqTVUb?eaR+K>6*z?Wf|f46TKS2Y-a7td_Fg`QfSIWG0s6FWum1H{ zsP5*1_$Q44{RKp(A6y-9G(6Q+zylpX7=S{BfcXJsag!G@y$XpWU5|;`9e19Yn84K2 z0&5p$)x*p{4^~QNAS=QF)CArL1WN$K!3X#t4?kSZ&*juhosM_GZ7b4g=^Gb*H<+Cb zThK~wcIvJ+SUR99C#0l=G%sAS-+lYwfAhsG)~TEKy#m*JacJob?Y^# zS|1#(6+@&6=fDYiZ@m-lB(U7=f7s%v)4WqsQnV(Q06UR<`0!!yADYNx**c#CnSAn#ScH(--t|yX@*J`b)CNyst>Ue90HsW>oo#4bF=>K=~Ep1VRxQgBT1Q zKhdpQojBap-+^x`vXNDm5=~9tycHw^ZL|f^#1;E9D1?WSN{sJ4Ih%fVKX!ntG;_w_ z-xvIUJ)sP;5_Qsnq`<)^04!_ztrrUKQ2>l!Q|q;##m14ArzE>4?4Z7sOS_I~b?Ok% zNIr_b%>;&IK%2Dk4TAz7ajHBhjH+=Dcioa_2ulTd?Tt9mn$QrjJ$RhGp^SYCrhp@GzWMYCO&zA!C0UvY^sE7s0q!g~{YlJdpwFS(=bK`XV{n~FuXUx6}$XF3X)c^vK zrBg@`$4bfzO(G7hRFJc3|9ElMX!**l1=j`I>^F61Qp}28$!cdm@|ZoZJ#W{L8R2 z5z^4~0%Ebbz0Gjv&PUMZ!MEQOcIJfoXdaM>4CoHrCd@M=*f_N`n(S4J;NP8@pO55n zkLv?zm?T^z@a|(`f8aJo;fWpN%ZFKx50TI$+(vM37JT`tsdN+9%b@m{^!hDyfoZ^v zpq8Nld+Q* z1na+{R#@43UGcEyznhlqZs>Msiirm{^hewYpbZ0HqdaGHeR)|P05^mjSRG(RdWzo* z-BKXHz*FkLFVZsvYYNAW2g5zx2Cl&owsCLx^VWc@UTzd{my63hG}1qh{`ck~NaHqx1vd^9W^7L?cNi8&;uxifNmXM= zdTikp114%FSpIW#y+9ToU|rY=ERdc!I(qtdKrt7196EqDwB_@?&YL_9O`!|{KXa{^ zZ!33Zs{U!?1#GMkdJ+nLTi6Jjjqi+%gig^LiMvf$-_O_%W#5XwA|EE;i7pWm8xQ#J zX7)dOLu*P}NBo-xR`zwU1+ZEQ!#>QW`IYztjqJ`sI!h`<8-Ud5Gv?8>vkN%fR)6Uf zIr^T93aTEie`Ge%37p3vO=|8jsw2{A?_T(QA6>(Mn=l^Tv;*=tIrU2X;fHTeAyfT{ z_4()4rlt}UBK496Uxb>)z@y1)(sUJr(1GWL`fHo^6_C`&4ARqz|ZjFVJcflTd9m9gqz-xsDRW_wBad_3<(XnxG@ZPx1M>Aa#`olLe zDRiKD%uQTHn&!$ws7se!58wVj#YSV&*CXgHpfld?lcfRiz;$S6K<|PPQ2_cJ52q=F z!3BhbEW*Wuwhjdht38ZZHPuar!ye8So>qwla@DU?Elo}M`1l`}Yo&EH%&$OAN*zT7 z70w*s`u$n`<=;36+3k@h$%@megpo0-_|9-2p%Q1+&WmGW*Sxu2;KzWe zfz+X|c=0pyZJ%YTNi+Ai>Lbd8=PkT7Y9c*Nh7u`#KtsJ_lm`ziJf33E;U8GgwFpJfdwA4IDtbS^lL})5kqjaS@`b^+yzu1zs|vs@9BS&r zqUtXINWq0o19=bVatlDy5=<@90Ub18H`D+@021&STAl%D{{V+}u<Q`9?ik%%mkUgBh95#JPY9d_uu^xQ+0ONNChu4hr{B%iZM>uw-0sEMFs@ka8PhAna_W2nD>=vNP+!sn$!7akW81kV^TRo z)hYabsX%5!@Oc2B;%dd_h*C*&iO1}%hQG6YxB(;bKdNX5bt-rvodSCNd*^_u^#(e{ z2&>13|Ii931*1j?HN2FQa2q0b$@G~8%Ux}Dm$uif`C5Im;r2F?Sc-UY;n85Hc= z+S(sv7@&bRku^kN3LOxf!8Ivy=bV2K#+Wp`8frG0*QVW$v1fwdP#M`zF<^>3-U)>r ziILF<`iotPHmns-MlHLo?QO>~ueP-+xn{xty!hvLDKLmGbhL15uqNUR!gEbL*t15m zD~*Vocru+?iAjV-Vb&rhy<96h4b(nMyRRwGBo=!cx9(U@qk$9E%b=!Jb4u{s(}kbZ z7L6ErJy$0%3QL9j^5A6RCG{RQc{QO>ySo&9tGk!3T*+=e!0az^SHs)kNR$OdS9^(T zA*NO+ez`t&FVCn>+11rmoWJ>YFcfYK=n5%$axLk!?=frONyHG4f-k)JMnm-xOx+60 z2R!$Ju77D&M0Sa5n7fT7kxXG*Ldt}lYqadYrz#x%Kzof@y zmzI`fhh%-vLkp>*x)rK+mQ^sGjD2E2-{}xa*eZ>*-+)^N=1krvIXll*T(~g zB_$jtauhvH^SgoT_L%!1C2KKhHx%~(IwA4-j^ERCdA^sg8y~#%59vLvaM>U|aoD#- z4=;2VPcdH^k4-s3GHJiP*4z=7l6qgIGwjRWl_?<>&Fc6m5G8P1!5K8P=0_(zmYAzj z*h>8jppbJ05VrDWzvV&a_*m%W?S#vdA{as@-O$6%Wu24Zh3eM&D?C_8VEvhZ4onR`dH)Pq*fd#az4` z4({BwzRIEu5mZ3`-$6tl9HxF_ww>xZ<-z>sVN^**KmYk+^EC zp9!Q=ZM|Y=A2>TdP~7Y2Cv_hLV2&YQs&+T-I45fIpDu>Y=V#W%APTb$ks@3+He*Zlg#p;^DU0X4Mh#ww1d0OfOf@4XORrU&ZgSPZcMEqnVvduzp_JaqP>g8+ zmZRv`1~dX7yZ4db=u>{k1K0C zaw=<~zhFP~200$6%bti$1hlKrEWZ*0xuGPWZ9gk-V%nlD{2-ZB&fWyPdsgqNggKue zpFf}0x$)srUQJWD_BLE*LiobK4b zeX%y5;=r1pCm->bhLofXZ{5XzS0Hnp?)CP&lB^>Ih20P2kSwS1^^&OQj~w#j{e*RQ zJjyp@hWIu+JH&{Q2Z4!+!*IHCe4+%FK5~mm{vZuO=rjgEOf%aWxK~*baQ^Mn#(vqD zT(tUd>b2|or4rg1%IH(Y*h(?ua~>z92UD-HLHp9vQ)hnN$1m_L1Jk45XeZYbC!Uen z1?J#;ZoH}2d7so^*Sx-#^k;+nvJ5q+{%0n8dlUS|*4ES2=lOM9`iYWPHmSL}Es?$p zr>DZZyYk_XcG!Ft$v&zaa_!pN*;a4`{#@5pst|A|Meh*oM^p({Ryt)BxfQQl#LvXe zcRu|ka21z$@72bQ!ortlqPWzY>5LJa*Yc|`T)S4b7-|-3gHOtw2g3$^j*>Jv`mRKBG-f2Atkj;X%pxr_XWEAHrGvT|ZgXLjo~w$V?*>5cXI3!BI0Ku)bP#`$U27=A9cRuD)Yn&sC2L;)UCA~%S5IIn=qYBp zOSQi{{C5~JqQ6jWP0q;NK&0}$#y#suN)|-OCJ9Qh#^_hyoR$2)Tsis3P@+edQ+Fmh zXcWsI_%=e@u+YvZgxcg~vXR)qI{!^R8C={FJMPOCIc`4^KKG^cqcT^P0SeQeh+wKEI56tsTHN(1TjiQ-usO3LqpsiYB@z?`im zK3XKPCJdg>23gM|?DJpZ;x=o=POrubz~ zZk3k*%-_F1*R6)lJ!*+qno1qlZg$08yTzaEwk419{Cj>ZL{y>f%;(z6+4naiVg=Q& z{vkt*h)*Ft`ar>ic9;;NLx<3i?Z33nS+5<=4?KOn%w%8Z z0vVT1UdO7{lZkIXF<*j|(yX%DJ-wDPQj@KFPE*$R$qu>8)_U|kBBac;=E|uQ(q;je zv>2&vF!p0GZH4On_2bG{&q3(g2r$M?1k~+c=JmH52hDecnWu$JZr-li`jEq%=)86llrpLe zmC7in1ps;R9(hzVwA?Q%M?^@=t0uKeythGy2)}w`SEn@LwL*NnfglnEz45V?06TuZ z@5^2LMn#mM^BXhEtkY2${~r1mLv_r>GL;S1?BG^dmo?T zv)5F2tnb6qwc?*kNKqKckE-&UcM3>5@z4VXd2t6d1+F}mIcUDS8Y5WC`PoXbMJ}he z_)u>v;h-$ zUyU_+R}4cL42)XJj^S$-B+)A+6pgv}2v?7-sX0Krl3A%~JD93Dv0-bTKD@P8Me0P{ zfCbO0L-u@VKEe*7`q`*^3xVvT0gR%kWL^g9_f$okj)1-4dTQvbwV~oh`cmbIpk5AR zR0S>77hCcsmynuHGb2{_S<=uDmokm%1YwuFH0-*2&l!#ce)^|NY>lFM5=- zzHKw!GzH-b<^0d-)y`<7gv@kXta<6KT$)p!^Oob*Y9jW3weez*QYCa_ki%1KXDRg1 z{fh^$=A1Xarm=gE&!x~&NHqTT&EGF1#Q!wm!LrUcZ?YOw==~bYP<*}BVT%XrPgk`z z`H@_eF9>yYjg5MDeSgBgfce^=FEyuK>xZj@#UzKcmo>*qi7v7a#gILzLJgPOks;+a zL?$`}huEHIfgvpy7rI|6aroY9+|>{u*1(eBzq-Hkym0EzMDiV@v(vKmP{yTxX#>fC zfZ+H60yQ-$vE4Pc{#lwhmHQMGqmX~|IU-_5UAEGx*we5${orUWe7St8HvV&MoqdX2 zF0#y|Ki(1Li{2f`zX8c8fT?6^bMLEbV6)wj-MNxp@e~yEF}AVq+D&Ib8i65isC7LB zMCc!MB=d58rOG0XpaP--Qfb~p2!$VX{{Fehtay0g^F4LnLe4G>8v z7ipV{%U$+*VhQZ+C9Hent-{%6FX+6N>Q}zPX83Clso2uzNm*xOGofX_uQg(wPb03# zU%;H7A1x8wD1ihFI^a+QweWT%kc0Gj){%*7mS91ZEOIE*IaTe4Gsckvc7SNWL$v)!Q1Zi^u8Q=ELB2=HH0%qjV|%B`6|ZW!y7z-Kdd_p4T}f{u<(*?25D`ikQW zQpB+Z5YiSN6mrd1Lgk&Da7Z%fimiCotvW(Zt%m!x+hD4@ljm#M;3uCdTvViF0HU1q zS7io|6yh10o$E%nXqKH*z zR749A5E%S)Tpy1vTG2V|YaRrvrK zfw&3U*F`0c_)j@r$C=5zk$yIQP@CSpd-q9Fd4sv1$W}w}>s@4Jv;Pryp~JjFEqa9m zl(6EtMFEtS_hX;i8x{OUQ+R!wgFY&Gs0B3n-N5RBv7thGiDMaUh!;iU@M>Aa>cYi~ zp^VqKx$`NHB=d)7XOi0{&e_>bJ!PgkfZK5yP7#9uz)&_*S{99ll= zj21R;EVbI>!_G7GJ#e)gdHlex?*fX1i0!n|53%r4bRVT2$`>R&+}k27qY~x3{2*d5 zk1;?kDarCtL_yt{gfdjwxYSQ7=+jH*uwr(_2^y!3TEGBZcsvCmCqVC-6|bu@72{EA zYNV^-JHzkZp%Y|GswLbXrtN$a_cEC8E_?@<58ij+aF!>Ip1)rA@Wo*ff%xAx6HDohf=&e|#>J;0yas*6UTQ zzZY4shdoa#{6D_;@pqd;aLBOVe$ocpjsBf(>Ug051&E=(RydZ7MJd8wbiJWbI%4Do zl&fl^6*pFfNRSK_GB0iH(fPl}_Z4I4wFE6E4T!_D4WFcbmX!@W|K@O8`f__GcVNXX zcO7T)nPxU>nBT^s>wUd(xL<1BNdRHsbq;dN2@~i2wiOOub(rFE!z(5cJRLZsn+e*n){%!o8wUcRUf<8IIE4Bs4>|?l%E$jH=XO0hq_|S4@;@R zlLRk9?@PKoCO-HRIHdmm&L+t>cU}xB66cpF55N(sdTFb;x5?qv{svAV4XL@lYk`e^ z;jdr)X*1uDFh$57M$}UmLFY_mjySg3uJTkOqT0ILr(Z^P)FU%L#Dh0 zWMmdGßLxZw`S7G)O#9KO^9=j=|$INPeYDNn0`A*yba1Zu23?a=Np7moa=_A?c z9YDOl*<(^QfUDwi27M`v4SysPLahWUfb%0|-SKWlH61-7t9LFwdoh&S@ck_~CsBZb zpQ2Z}L8Q=60$5_WDwfx3gL__H9;L|Z2pDf|J^GAmYhq#ov`BzVg0LKM{8`Sv2OqBe zst5-q;#YNsxCnqlN3G4FOgmR%J*q~MB{-*A7XnI1&I?L03-i_h?1BUa%*pPIo*Fm* zfkv5VCTiTH!Kt(|oWBuK#wxS}bku=}&g2hjLEA(4xtP4DLvSPTK55iT=`${hMrlg1 zt_XwT64IJ(sSfFw^*#27~v7OtKOPoJ$xZ7wlpn zUWSgjrL~nMe_U$`VP&8B#yXlLwdLvIfnADu5xH8iNmL-=nFf!B8T3gQOEG3oof2$W z!k);oU)BEnMA>}FNMB&0;JjZ-vUSwt=ey4dLF!U0XsB1Xv9j{n_L_*}{lIfs^hVP2 z(?H}sA1z9oM@as8i)@e#_Bn;nFQ6<&Vg3OhMEuGM#j6}{sz(5KUf5`Pmym)2RbK9r zRK~!45;|(I2lO4LAcHCngLh)E+q2{1AW;$b%^Y`uqx)3p9Vb$gqR#J5z;S0aS%rQE7 zLg*PloX#X^Penk0vAQ3ELlx*UFe1L3FC!TKE$4jfK!wMbldBm!?Xm$pkX|kl1u{E( zK=VKpW*Xj*KLRGkhYAYV;D~fJFDbJnbv9+*0$GHRtdX>|bn`VfT*n;@<(9(+f+5F< zz(r8}6@Fn%K?dI@a;Q@Gk6W2$}m}B=x|s}l%gIwyP-t?QPy~XkiuncBoyeZ zETd!N7)Jw)NTOJh$%C%3drCL*JLW*?B)HQO%!sTqc# z;_JY{%>!C72gZ#BDD>CH%X=NDR|OA2$pj!V@G}DeCtYigrM>FICWNrr@e)AH#o1|4 z?HUSlMxo=1Bomrl(T-|-CQ3kDx!zS%Scv(5eskYBbc8ebqg};oW@h-O=3}i z_ZE8SKK`gvcAHi1U|~STW(H4-S{A3S`%|b`YwvA3y0S+zqg6w3#Kohy z*RI`p5%IU&&rfG&BO`%QtSw#1Wch)LN+G5B{-2k}-_}JpH%*>5mDwa&>;Bz*Tj}%^ z{R$`w1W`;;<;)->q|a-nxM%$5SKKWUfsrP;kMia>IxbnMZe{%Nk zbmKDi#@kQDb}DNYrhe>DbVDeZj3ff|6lVK)eU>G_^14Q+aa`AR{oY7%Mxy>SWmf|C zP{jVWcYZD5j1Br#rY@1!VY9Q*72i{aN8XobDqs9aOw^yj9|OK1?NRgC4sv`x=vHGO zH#FM1b#5oGm&QmGqTdf@H#@!B<1BdrDc@N~PpYpLTLg+8PMyK1Zr4AEAkWB9?yXd+ zIIr33pYC6Of1PO9r1#6;h1i)fj)pnQ{(8_HE<=O>B%nQoO$^NK812RQ30-2J<-u=n zJco(L7R`E1rhc;08bTm0`2BPgtU8>_J9|BFzQbbp4D%16cM*g~3&fIU!07F)$98qc z-p)DLyjz24xuo{nd?VHhq0-KS6$!i+cv?Te?#<_M@b}eXL0(Hj-y83Lt`{{ZJHWw- zT}jT)PCk$ph>vGigSER#_R0#TE^WRv4-1!0{i%AFLZ^DrbpojXbGjcN~)N05=c__k`dBb%j(Tf9e}!nSe#UHQ7-F1%XWnnEOlg#P7RvtjS`}`x$G`PThe@VrNHT7Aa^KfJZdlSB+?wfBRlmUIQ@)p;pqs zGMr|e{rCR?R!b$>nlhw*4UEC{YYujqbZhNz*~0Vs{%Re~?J(f-QdZ@8%9rP%ES3g^ z$!T9}wX)|SqVx9&EASrDYy%M?)!R2BSm~O?wNg{R zA8bm{eyb3#Kpf~RUG{IoehUX44vnu5s7woHCAz}#ZxhkX z88(UWnoj7lN%wpwXm3|>no;6YwFO9>z(N>P#UE0vcxBl%|Es1nG_I#^<77r|SkMjC zxFdX`4-F{eM7ikEL;I>P3qGNWZK+u6^lNHtq-!O@nP)cA9%YRW84i*W;gloTYxweIN?WrHeANKF_cB=Rt0yiHMgn3#{YB5SrE zi+}#)p*&ccCMIeUV-v%${?!&7`sC-!O(5G!BbAy`J8N{EKT`bgJ%PWt`#VKe`o-oK z5g5M-bywCAjUfG{fvOD&$jg~<0R;SU8p>bIf=o8p<)jjy4bjW>H+cUZRpxnIh+i~R zSCf*`{N`aZYUU6*tM?~(IgfJ9zvp+OzCAoSfnBqRJ9rDk_fjjnsq*wnmC95{p}$1j zeWu1rFEU-!$)dNNV4?AN11UdaHSWHjRK{6o)308-5*T4CPuNgrr9D#nq=be4S2Y`b z=jDqYFcL&+6#1rV8ZISWU+tE4B(#zs?*02{qnSs@>D{x|-!T@yPd!`5Oz$=TvT5~v zP3K_WsP8^<_H&z&8C6^3sjnEHsV04Oe6nVMhFeI_fZ^n5(e>Ozm#x&B=j3l)&DB;p z7I9YGNfC))i{BIFo|vFxlizVFeL>D|4A5J-^ZHMlRwP(FOU>jVQ_6i3RnTCAtSMo5 zowdX?gLXQFoqZi{@159gIPF4U*^YEqvvN9{N-JYT0^h2tQifN7BnNW`qr3vk7RjXB zA{E3mG(y~617GihMsQYQf_}D|T`SAJHrMH^Jm%lL9gdgqy9RyF|J%#@t;w#YS_CWv z;DpCyPsoRTWRxd4RQCC|_Jz{7pDj9CwcUt@t@W}cRB#lbJ#;Ic5xvk(8+oxMqmTAR zx!;$&6@Q988nwvEs)FwIs^!L{+@mP`zDxozTFm%u=IYb$Y7@N3)ejVZH{a>Vyh9~8 znJNz$vK*h*-s%r=#PnSCZj_}9G#pi>-y<0b&PSW|;n8>)k6+=p{T@IR6UeaoZ1m^} zhkO~qt03m>9V>iCn2Lknx85G^OVu5V(h^EbJ=QWdRnjpZv+*hu!Q!RN#;N?RDZPX8=N)4%#vja&*r}L_`JZ#r$ zPlonfQAUmjx_0+tc|cF7A4HK_g%kPn;M=zkco6O}VmEwyeBEUu9ktmtiR@%9b$$_1 zm#*HTcF#IQCMW3~nTwy1IygjB=7)Jwo2kZ-4&D$Khwjufyj=>cYI?c%)rBE*1%$`A zm_!W_PC}*^>JU9`-yE+@m2KZi)Id1%$zcw61DC1;Q^*0#0cN77FaWIUi^%vNdnX|( zfDk~n#VFrV*ru(09@87RU9xv1Qbjf{UNN3mI67igtu5K^O2A;jeb(dVRU(|6n%3U< z!Gm8%^Z#yK4W_i4l_7Auj!l@X=k{uy-4N1EhrR$|G^dq8l>K@8gEcBz$hBf`NjeHU*1be#b`CrzZNuux>BrUb{hhQuXrb!eXSEK9U-*7dC45t;=xWMf0oAb!Vh8*Z6Jy#Zf@aT_oxd z-SZD79nfIcz$fP$6-4X^Zg9>kEX67^gI2H=V)0s6^Xq!(vkzqeKbwb=ctsDDncPn? zc;jvH$kV$NTo;U@<`uIyK~~1+b?iDMlKCOq|0JyW!ryPYaXs-Ij^h_QV*aRVdHpKd znFLv&D|$KO5G1r9y^?b=VDdC7thcffv#(;EYISM-OJx zn;j#+#amxc>+A*uX0QZ(zSr11z~`C3nyS>TRYs0$(q8`SqiXkC08NMM?ax?`GHi+i z15Z|)sSORwF5aTe<5(4s_$ENWrV?0V6I|r!j$XYhL~$;>PK?5xU~9a*c`64rsT9Xr zL@9czQ&RXsv+zlbkx`xjdcUd3|2!QT8IK(DagUNoVI*XXg&Ad);!ir`O_~1ZB1C(| zgImEKW+VazbNrA7hRmM>pqU>m_r_pv#263UhJH7^XJ=PeUB?#)rvekP+D#StS?z_j z@mUP$1HP2%qd!&u!4N>{CkK_TT&3n`FO^~17bos<@jv|u>_Z{{ewQ3{(8W^YtwFb1 zp|t?Z2;6Aim>>2T+G7JkeE-Q>tV+xM~ z2Z(aS6FY1=T}34xFSF3)+_xe@GF zu9LlNZS`^N;3HXr?cw}!ly*3qoq9V!rAEJd4UGg98sBGmKg7oK2&JSz?MHDn+*s}M zX_MP5SB~!rS)ZX#msgCrKz7^T>pCv+03*V#sZjS-T2XQ3r$2I9ShoUm8XCCa$KJ>h z7)zH>41T`^;j3;l0W6q^al6_>W`NEll-1?8MlBMWJ39kGrne|B86Vk|O!+laF^zT& zt{ViwHWk@DEoI!vAeHcRntSs9rr`Q}36x1Bwzsj{BUCRt7(Q@=uq%;-|ITu3hOwG{b*a!+)g& zPx|Kz{d^r!1uH~P2GTWF2d=;$%STdAyD7#k z_fC%J84@+KDSL&>eiek<^j^??z@s%^FlilJdAE7@5`L%AHug>|Rw zKJoea1yhwOG9SJhWDyF<6RH}limLut_Q`MkKp_1$T?HXKb$%sZ-zIl3AH6evi=T9P zZVKT>BOSza?8uRl#yE}8-O?NHQckmU)w@IzMD$J1y;@_ve9yc~?uipE_tF$i?SVwx z>THPg;EC8NeluIWbC0{?hrgOe-$4n>h};6?h^3>?mQ02m}vNkhlQesSq>PEfS2P(x@WWVR>$Z<6JtbLj$}21|WV= z3xT`4#N#cQj4<&QZ`j84^wZ(soF)(oMj`%Z5V;3qqDwUf%MD*cs2))h*`w*6dzs-c z{bE98$qCfF{e`um-~^dvf#;F)7v$6p2o(u%3EK38M~2dwS z2(N$<+wpdbo?lOs{3_t{nnpwlsEp9U`A(a1tGo10ulpHQ2~NUQq!5LdbzXOz*v-kv zf@P&rVSw}13m2uu0egPeD@JCOaD+y^n!o)7#PVyywKbonL_I56o3!%cbkcKSDAcCG z4-a$}et3chy;`~wvnp$@3Js6Z#OvClXd@K8HFq^FDzEf8!=(hLgsx9-SJNIzT*_D{ zg3+hVZyMS{v%E#>kQ3(1&Xm(o^fPb;k_9HaSGfdcU72mgA<(ZV%G?q)S6rzb-Ry1f zHTm(Zo$wQ%EU}G2joyx=;q*FJ@YY3aI=Z%agNSPZ4qbktYD6tDab** zjs>1_XwQHJ$)xsVef)9Cd;Fv4>uNn_@g#p1n9;vyL&TAMGDi^15r~$au6xW}iWB2L zMV8Zcf)4*m+ShS(#j<$txa57KmXv66;x~~Bw&voroGTIBzwvu|x*iNu-5>z89!(#7 zK@R>yCGlFIuZnHP?-M%cpKH7Z-hfu{Qa~24x>`)M#A27h$gDe*;pKvBJEsYd1!0u8sZf+%>(04zj&)+bg zML<9&UOmnaKy)YFJ1hvxKavQDWW!2?Bm0GvnBRkyeN|{i|HFzX#||3v#x(WYJbfCH z8iIW>1}&$1cCy{uT;$HK%jd*ieO4=n^rpQ1mHg`ei@}?PoexWix^nrlgIdh9@N0lw zG68;D9{Rha%%v25--10lQ)N{i6J1 zJFb7|?JEEs0SJYIfsWv<0zzz?rYP<;eMN}%%Tc)Rq76IvLi1pLa zw>Q7d{~7c>s-=yfsD?Bfm>NW>(5SfvCg%nS9R+?{(FSU0V<_k_qjvDUv7n^^MYvj; z^1W)m{pr&ag`HX_V(tW8S9e6**q9tFdN5clPN_Q(TB1;}qK%u#!ed2??U}wC@VPP{ zV`PmZM&ADfF)#^<6-r^nE0`V)u@{)(0+%jb`U}_m2e{%v_yZ+RGL)m>sR6;2(NMmT z5u0J8rX+iiowCbq_lm}lO6R=M)$mykwU-pRn_qF+9sLll$y3DU)DN2GKWU82@k3{aX>{NrYHjT!=wS zhVT<;^21?`VbZ(cxo&~jmFJU4wVPqtAR7!%V}Hq`r6FZzI1WSxti7%wJPnJI6k6$8 zUY04)kOKi*qGuCjBKF`x99#<^b-28~Ij>W|lNWZLX_IY}C+$()#me!nm$$yZYf@)y za7emt*RRgi>>e^0HCpUWZ6!r+Wf0gl2a)v3IKHF_-ad&mgDUZ%SN%YRNL6Q^41(V zxHoBsRLjA#Cn{<}16E+FigX+O%>po#=H5xbh?RREFrcVk++7}j^H+7JC%(G|nfPLh-_q-Y+s!*jL9+}0v(Gygdto7c%O#}3m9Lf?KsMc-k>I5O(JmNV z)?rx$^y<~(&?&<6*m(vU2zlagAohaT@#7y{1fW#c@lu}egT$+2?yvkvtw?QRYP$zLXqara<0^5ZMXw{PFC(D(i~n*I_ZJhow1)J)qn!wK6e0dV6t{3_U%) zTy8VQcv`#nd3}$665sp6l^fvyUfHwwQaG`Jc;iVq*C!z9=(K0DnFhMQilqgL5?1NZ zKpPdoEV)zgvEtH5$HYkqYN)cc*$KmT04q~>Y+=n=K*1}}150{s{L!qoRIM6=cvcJE zUpSOuGKX;7+jE`MIFRU+IhT#5!r!V*O z*1hQHKy-u8a-HI;szJ(SPQ8d-!L_tM7K^UK`Hidjf%O;o`TK_2!|B$ys{aAZA6E4%E~$HKVkWG)#(Dkx%8!e4)>~DZ6f9Ry-{bguZl+hpmY5rNGBjEX|pfrWkA_FeoG$4x>m$_olyOH&J`mMPw5C`-xj*xjj>hJIf3Llh$0m|oFg(>>y}rLRQ(bi z^&}}DrBL5kAek{hKuQ|5%!BPs75ujVWSBK=qQ(s1VT34JX=wEiSF-alNigT2D`G@g zSU|Wtil8}%&AUv8Lpm)t7im6-;mf{kBM){KZpPtegkgM7f$zt}@t?!sZ~W&mDPOsMmYoAlgwBXxRHu&DzJk!K~H@CDmJ#-Mj>S~W^aZsP_|v@hg$aM3CLir zBJ^9hOEFYvB;FVE0v8;CTRKt{q60K@H&Z)io4J^Y+;($gzFe;spBke*F(~Gy!z$!#4^yIA`M!)OFwMCNC>;-3k5$Ei}g1L*( zBjCg_k?NrAMlf+c_ISzEm~)Kjk;CSSCUxxDb-tsWXTMKHy6SeZgwu~e6?*MgV1nEr zyDbcF_ze7`Bb;qu^zDWLac(e%VtJyf+)VmhWVLh{BlO4M=KjFG^^cB(vlC3;=kax< zkV_)C7~50K)b5WyPiNOPV10{Gwl7m|*zpWt~JFDfKWorS<@ec~1&6YW@rN=pKi6Q{riyQ4=Io2GLzN*-dP8C zEeLL^ym@@vgS%K+L5$yL2|?`j#&@7$fd6U#iP6yrIjuB-!kcR&ABy<8Q#1#ZTNZyJ z13k`8rM{eeLvX%)VNOo&AW##zwBOpeG@8uus z4O}}fY@dv;%x^pLrOHsGRa(^lEhK7l;SGEdiPNbhhCh}U_q6jkr4E6_>RX=gloo!E zr-H22dfFuL+uf+IPrh@@Kl5mPT%uZk|1D#{Yuuy#ahdh=Up((W(?|Nh z{s@~~iW6kW^X1T%B5nOhmo@B3K>em$RSKqfbixpT;63s*=B$xKl)~E=vh2{X*h-0B z72bI*Vu-gOLXO~GzDuDL)%qIZma-ti91=UJp&*26l?Q^7;j7HPYNjd0nwHtdD|Ws8 zdR**skAUaz++fgMwrzTZ>);D`Z~L;fxnZ^uCIVd0s3zmpRt16=N(8 zS0Hj?Y*M%L<9@KkIm~_kYNG?|3Z#_y1pmR3b&l%FImmjFJ^0D=U=j znN7yoAS+~(l@-~0Wt0)J$=;i|>^;B7+57$Zem}q4&p)r%>vnr_UDtV?=kxhIj^pvT zKj!0G%G^t>hZV${nnXz=w~ljS^#t`0^s<+^^z8d{3e^UQ`RTiw`ma4OOK@B^i3z_- z%5+IzG>YYt&o^?AWxg%5t|lD*%zJ$ht0yguT7pS@#soJRaM$?K1=J33JOO)lgXVJ6 z<>1`b=H0cm9}t*j^|tyWoFS*-HckXPE?A-aL}h}$yX|wq;zuEnhlK1>iFrybJ@S{! zvu8+MiOPYl0hX-h#Axn99covE==7#p)^ff~=~+&WmFYEYTt8FGHVu(i21 zOD`9#4PjO!-Q88`%1LIfgv3cFjZ$kn74)9Rzxqfw5ZKKdjS&16aq{}O%pKi**0t-Hefb7sF zyWX7>gk`>EX(`EEos)fHYjL@XBXVZZ-G1T?lgvO(O<8+4po^Nc1}e$25Nq8k7PIRE z+P0meI(RtP7XUE{?46{Y2TD3~!7#K5BIgeTl@=P*0Rd%lOR+@fnQ0AFEyQ74epdvi zGNq*lKci|bym?&=y$eQEbbZ~hU3-x|Ox#1leeh^R{Fy*mNC5EXvR`;|&OfaO<*k8cSnPhJjnWILCu6M#Yyz!3D{@Pk)Z0`NB=j~ZcE z5q0;)S-?gbgJ&4cZS9~vdK=#lb=Y6wy3d^~WFZNnTrgQj+@EBnL**fOQ29h@HMtf& z%xO8!1sOMNEz-(5Pk&(A`r7#|G)hjy3Od!7AAD0)Cm;az?ncfPLBPHTpNv(OUv2Nr z^sja7>VkmXyGZp_4Mow5g+{*nbMG(sr-K=EFcUxF3dKg39LL4rQxMdLcu3WR;!|8* zoahikIOfc2cH?EnLH@K}0bZTC-Bk|dtprzm*~lA&yL8g^dJNbitRo}O=N@w|^px3{ z^&aQwfc`pPQCE*d<*Sd&0nFBG-#RS$86KP*T?gw_3(Gsw`vcXZ`7Q?+@O{j&B*+cP zJoY6;tVc-Sy;pHhu~3g-6M1!ii+Mo7y9rr7lFgT3cu&u+#qPH5)x_v>U`i^aisuLN zh=t7y#b2;EUlqSDCjDaLL?U{$rIN0twyfvbtR$hA*0T=IN_}uD0N??R(txn^g>5>` z)$^;4T!9Z%i7ip@N??yr8as()C}|p_o3^CKorm`-~hF_ z|AE>TRe8eSSl`&thi;inh(wZZN2I9k(S8?EV41U$2zJIY66>0OeXw$0We4Llzct!} z0>NN%YX@OAM(wf9XxWUixN1D^p*m5JQHt!2*qLe7yobLAym&2%R)CVZ_gsJW$7eNc;9;NkXl?7@vk^v3=_?$fk_y=|$(X_0ma zl+RJrxmlWH)l~yG$e8;Qk=1)NQ(#Qd`#k$8NaUWR_OoXa`NbbK%ATm!Au!U70!hTt zCIN`EDmvsieAAu9-)Y>;eThgbU6|-hT$UUNU%Uca$N9xrL0Z2`Gqt~>F77&EthddW z?3WnNTf$V}7D$Xs_&&Flbgi}S{bl96n}in#1hIpo2TBiGLb87ETwrB`_@i&bSZ=j$_YVE}%5f#8N08933&m@k2hidxS@6YmMqmcWq{gq%F0e8ZGv zGDGpWL<}OxfkZwHGbQ}CUJgG!tN$h1)@qAGRm+J?=!A5j(3k+ern;V<_Il0faS#A{xgecE>LY2Q)E@Uw11=Om0}gUuFl!5jpG8~EEnF~r#Dd1!w{P>P ztQ$df-Dv7MAe@VctQ`0NYy)~2Am7{z5oN&>n4x=rMqFGXWn}F41-XbHthqjdJJG$@ zpEMInE{ayT?%n|<1%#oFGg~UzFTmObSpzMvYQO{!9jF$tMJ7FWP%u|gAzl3 z+<+@MDhgKawg^fT%m^oE$lVBoW(vrhiJ>{(4i&U7EbL=do2?7S91h6V?!v1xfgZ_| z$u$fo<$L5G|LFgEgS&75RhQIUDzq#%`nfQ9?SYHPBQK81O>QZwM-%hCK}w1gQlN`mA8RgEXMxnm`%&^~2Va z{_nm6_EE`~^Jz5{KUs4}619rIK8_U%rpuRRYXnxxZFF#q5cCPJ{P`C8`M0$fY@HD5 zW>)O*&*$301v!(GaP9DWrGH7GBVwCu^X(4v-Kmz90B@Z-$PjK#1{7|8K}lqNJBeT#)4 z2);V0% z%68Gw=DN1uht5{O%E5)4xPc)`5ui~}mKuQtH?P!Ku|n-q;!2Gk{aG9HoKhj4b*2;$+w+pdk#JdfBG zBd(w9OIPkDAhtUm(x$^tMW{X{1`U;X2{|lNLketH-=okCPS8UmTHyVY}Jd5iXUjJ-7Es<78C(R4=`)C7Kkqhgt3}oS*}#_Z=HeIPR<)YgT*?IJs ztsk%f8DK3OFZNzF25t|T>sxNeLe3beM!FiS@v1trz}a(Nt6BX~9g5ekJ@33lGmxw6 zuzc^f!u`#;Csjf)`e2Z&tvS7vh^*bp(o3jV)wcF^AA5aS$dPC@4iQjdODHoY&@eAj z6n#q|dX<&SeuZtvk>S0Q8H8Zs#z%0ju3z_;@Ern~IRJ&=3*h>Qd>3{fx~g?2 z@6EiJSUGv+zPs}M>QyX7MD!vx^Z;EWIK0D%G^&Ig?kBms0(S#3Ydo3 zrohOD&5o9nGZ?l%l)wn4$Y_UcmQ|77xIL%wSdkBx~5-=4YL zqLcdgWjB2+$~%gahp#i;k`8wMhIiPPA@a%)&H`cV+BaZJpw%nm$kg{`!B+G*K$5B%VOq(M`$p5L9(m`P(_m|sK| zAAxHOIL22%vHLhdG){Be?O~6@QhHL?t1mjj1{@rp3ldh;bAoNlNs^^{8++_H)_dIq z?GEv#OFkyok`Sj0XWy~>Q1r96E*$+#t@snzuP`>=v)COK92&R^IO9 z1ox)~mqx0VG=u}Boc}V@JnPT(etT}xpF=r08&>SKgQYxMhAd6GA%6Yy21-4wa@5g} z7pYATY3U`3Y)+20a^1JXWjI#{dmLRm;*(CH6!kfESn~8KjUT?}fMi_#U2JyoyT{&{ zm2vN<*%CtKyg2VoAVM%Hfl*Px9dqCioY+;G>x?O%m!Lmr<5$^z^ysZ424wm#T1kO^ z!@0LMXq?1R*b+?FS(bmbUFGW!YQ*R5)hgYh-ilRmajtt|4brdgf!xX`jNjx_)y~!` zhs1Gb;;WO&1yFnr~x&RcYb447Cp3HN#FPG%pncw^1w_F2tI3sy(p@qaxs(!XD6txAU@DgGhm#moNynxwOr7D8vs7(UHB^uLtOnzRZQp6hPSIu?tqE(#2x&*m9@?}8pN1x_W)z=SL4OgfUDS-Q(c{C?SeD7Do&j4~VDp3_`uMd7xW~S5tDI71g)K1sa zBjQwz64NU})+V+N(}*jpUi*p;mdJ~Y7d_$;wttZQ4V>-^Ss z5$(W#Ay*rB`b{qe=0bocMttyQZ+;4!M_NjJ9uyg$rNkbN($q4vU_StRdJbPv_ zw=BHz@-~M=we1}kGRcvLrS4J?9{PdLf=`>U5z++FoJX_|8p3s{Pbc`_T~>#L4Bxie0BptA5_LSLz%6RgYSocXjf|!5e!&#lhV9 z&=MhR(<@?fcyh_}hjo`Yp6dDYK20aw9rrb&()GSTs))(Mq1pZWe}rXRJBVn&AO&ne zVEfO*8QK^ogd*m~2ERd61nvo20ZSS`k$=G@5Y__?9wmrN`F?1^^VvRV-*k>yQc9{D zh^YV*U{=qeQ2F|}8K}Q3EC~1qWE#i-)!S?}SyhC6!1euPQ+5Vm4p0@aIWqO`Q4$`O z>oA}}cIc=WXd{GVWX+(Rx(Ex7N2wJ}g75|FDzCv|Zy^ffi@9r!-^`p99qMLh41Y(S zzVkfKF0CK*N_dgacr{^GV}f%=iR)+Rd*;z(o~09=MioWmo>x$iVlc;0nlcZlyZ|%~ z^W)1-DJqhwcavfCXE%ZMtl9!eXo-}ZtlYu$kcisNd{-je^fOVr8@<7oy`Prgi8WTH zjCaj^RX zqS|FSztIHP4POt{vNVD-19M`c9^&C35G!*k0xIb?`x*!tu>T%!0>$k z{m7?OT0u@Ur!8LpU)}e?Yk!?`(KH;$m3#n)^X@Bmg@oZP09`I~v+%!d z9F)Tia8^OpAgKmXbYBJF0BGRi`lUfq{9^YP`J#VQbX(G^Xf}Tn6NM)d!N~SA+pAN( z2EPY6F^OG1>4n>?kuwHLm3J<0{E?=jqLoJ$m7{p&B;IgmZKCB@>D)S>we{ z%JP_5etSH9;E2NoN2e>~7Ns!I>Fy+^c38O8m!_!A3`L2Go)eLxB4^d}-i)p23xfAE zdu^RCS}EX(QXvoXPAcz1vahS{anmu${COrLlQ&vz9JFW7aR`+Tr+odm-s3u%$3(o> zi7M;~MHRmf{Rm;0`mAckOZ322m4QQ4G~Tw4nUL($XnBd?i;ef<1ajR%9OyVLIjbs+ z;yGZDL06n-(0mPwLR4=I{UCI#5A7936~f@1b7^`0FA=Y#=YT~@MJerL_)Xfu32F}R zk|M0VCE2@ea>2Q({T!yoTbhK2eU?uw+F66G103?Jp}Y1!W#tFR0}eE5GqG8^ajFnq zAJVmY*VaIt&l*3u;oIs$z6E9JUZApiMR&=8Qb~u|{h0pY3FSsFBJ-`jmW;?Vkpi=)Za+GmwaN!_lye*F-&F}QBte?xNDsGW$m(%qG&1pZ};ITz=C zyqhxalBm09XQ2OkGVX45g;L~U{NX|XfBnen`wQG83FdvcG~?ew7eb*DS2-K@8i$64 z*6(P{HA&Vj@(!&ZB{}O?7H3ys-LM>qi<~BQ>$Iwwj7hz~e6b{E^>f$t(A)!@52sGD zmCiu9is}hWFqBSj3AcV`$ockFzTv)7I78mLgpXZN7GyZ1_UQO40g7DBF3QL zsoWVdS4CiI1o1!NFbmL@IEcUJY67r_m8aA^D0>_-Vr~lweU^<@6{>PSERp}C63x22 zvJwdG+Q*D7e2{SEq_>1IDkKBI2l!Ya9)s^3L!Wr#=c3^N6oP$5QBe`%ayT^uenD&3 zUWhV;eo(?BtCY2&ElV<$&a!mOD$*kI%thpL@MNn67b#wZzKvG)jnHOKNY-N7c~Oi= z@kO^80W%U*25Jy}S+MtTa9jz2^BMeE8$g-Q1Gg+RRo)L&u_E33=bE}1T~C^t5Y7E_ zKR^KdOVk{&#F7Hv%gP2~fzYgVAP(tV1gQZ#z@-Ia+hERCO_xd02x1P*e3Z-qwlAKW z0rJDd`3bSHkCl}}X79<8qZ?5pe@q+SsWx?^lGquv>Hv5-$~>(;+K_`h4r7<&szPJV zzx3kbB{nlMlpz@&kMjK+7k*jC>gamqMiL}v&5PlgcE-lvE2fv-U31z*Gpo=foFm3# zoS>gb*~{suSN3NEWOc;FZV#JHD^%giJ7&d-wEirb$z_<*KG!n2FvZ=5YxMBoj zTN~iV(5yVz=H$=|%+coOY4Fn=%HfRZx+jpc^MIT;#1rRk z+WyBULtoq+J98+z-(i~=w_e5W{~dl^Jk#EkC%1}mX!DEwoi|4lQ6d5f+sG<*19ioP z<8Mk9#XF&D+NnkTy5+V_>{|B?=;w5+ZndpC1a$9&vv#>3aelV0e$Z#~>AS2y001Y7!n&9VkhDC6L>mqJ*YH>x>fg5?>XQ61&F z=XD2vbF>_&BFBU=1DlXU6Wg$bw$#!;rB|yx({-&sw%J;P;c^y0qyUDZb(C0K@s#c4 z6MYfmb*)0pXZ*6{3C?HR=Gsg|5AoV!tdq)}2+GB=XCA!&^eX^b9TbRSrX*L4#?G!X{c{f&*Jmi^Yk1XMVs^fKT`_~8(6Sct0EKS8AF?Gg9L_mL!qI; zV~fu?Rt4B4G!FP^qlIJ3EpIFZ;+lTEIRj%O+^d8;P$X~kXy7pcNGJNFo}3(7gUz`K)LJf3PMuj8Dd&c{1u#-i3oGYgn+;=C4}^(+PnKq( zedEV}<`%Kh9mq28EVb4H)V}H9Q?Qz$u>%l5XE8)_^QJ6h*h5s=Ey!yB$8v)n*n5a0 zMWgD;8$Wn?P0r2z0`L@K(LM->PcX{CTqUYaKbjM;Q@{;@ddbNG#}MF;AfZ9yhoKeO zvIBw}C3sL#ODVM6p>q5CR~Gg<2ohuf%7#W}`NQZz)dGV@Xs|Y5hkTCUbb9UT)gSOe z6a~!COa>!1$dwHDYwc`o5T)7PC@e%Yn%lis0H?d(q+@0Kr_4tcrlRpB!QGfE5s&CnE*&AfctA zYKL(qTT2IX35ems;XTU@hi4o@suVpRU!PHiB7`%;pQnNK8Kz|*i7Q}J$$2IS>${-q z4jUAbZ}z&;EL52IMjSp$gb^YHxW>Y-4;-180q6@T6?~aqC}8Va6{6d50*bcxpXI`&YD7z@+ zQUQ+aCLUbTqp z&hjM01IRhyNiI+e+53RB3ZCT6I}BM+!9{R0Ijr?6pik> za35nwsi|TugdIcy=nO;4!BILT?2pAQokV_V>1;SeFos^_=P$Kq{u?-uQUub{SCA40 zAxswB4Yhk~D}r^`7pj+*?O-K|@z<`9CIuWPkg`r< zFqYRbujrGk<8pE<$Ayw_LGBai7={8C5IBL!8SH~C4`u-nRt#xDa!zePu4GZmFc2(F z_ORu-R0L*(G339a%M5h=6KKM_MCEuB%SaSXxpLH%IU2TbJ z+`S)GcitN@5l7XYPA9wgHfL;_hz)(-Q>nY&ef|S$sMNZnsH$hpVKdbdNiE^I(@z?Z z)l3poP>}%F?mN&bpp1?%A7G}{F3)QwlbYJ>W_y_Zi$Fq(kfif&iXLzvMR#8*WUiQE)056_wS#3aEHFBIMx_~vt9{;`$9#}VTKKzNHQfP#j`-I@ z$QGJOS;P|A8F*RWh-UT4!NvlsTb6u1$;7Ys#Ud>O+J9>=AqWC{1vtVwY**}!a^chj zZ^mNojdoh4_Dk#UKcD}wxWU}lXP3r%Ghh_x&$1698Yo_AMj)_UJ_2OGkX6;Fg+iQg zT-URmEDL4STh{Rk-`R){$aF0W@w6<(TG^w=g-byncRB*axQ4{C4LYc0 z9p7$@WgVH_B?YtY-rk-@(jgh~dZBS>$OEie>YW{xA^i@jR1VO$R1?hkGBdyFYYd@E zu`x7KaYR;byAGpyU4V><;x@)lmI}~^hSi@8HUHemJBB|_jy*w`<(F9J%(!w#_bta{ z&BEE;6*by@3DcyQn$}%4J&16}lqKv@zWi0G05^k+b*F26T79A0ux;O}RtH2`be5TQ z2KMXseSSf{SFzvCQbug~ez-eFS-7_4!#uLUO`D8~9#w?fDxyZVM#vU3Yvk%NY>-6qR7xCmVf8XA)bguSkz zo#-WaUcbprOik&33tJ`fC@@yJQ!-yH|Jz!OX@n25RG=m>Jji=jIAEaoa*$4%(A^7K z6NTVIL6<-{34m-FU$GO!9e&9Wffd^`8Wu+b5Z*?$4M*Y@4 z1<*u7hrf69kZOxk?r@(IxDBBxt8%$YFcEET!0#wS6U%#e`lBPrgg{pS3u_^6S=Msi zol0Xqf2}iGmU9h9Sr{2@=Z-Pp%dJCWdGKER_H(ao3in4L7MHe|nRj4E5&XNkTmY#y zXv!iSMqq&gG%%n?URP03Q|o=WqAlfZ87$(yd>!k~)mj3Pj-P)W_Gcoi zmj~9_VS1em=S!H~`9RY}Ay)WjmSthtq{F#fEnWKNlBMdMtgcYrs(y`l@>ZM?`~8=N z;7Ei(oi}gZP>fz?*@sypj2g9-Dwsie;{LTR^|kG7bc_k6I~IQLW@0pC6&gzb`RfY7!FvKBFcA6z zzBj#ck7FVDpdd^Og+SKzG1pbplI8zup(l+1G-5_@Fh%2lfGxr0@K=>l0f}As6vZqH zLYhI?GA7nIV+RA5KdC#WWas4iSVFD}W-vG$hBn{!$Od2JR(Jr+f|?O#HPDW~0r6zq zPAkvG+;?^0>;u7pFSZuCQ1XaONHiD~7f$|e(jzY97(YW*SzjaCggVm!JtzD$=Z{vH z)5eYMbL;C}1qjI0c2HBLKR z>Op{sQX+O6D^HrHmr>Zxow(bMP}_pCD*kq(ax?Wm*mK_o-R;b`55hmX{8^=oQ}E8s z9f5ECU;`HgW;q z2G)CU)PNTvx?k5d06fEkDGwy1q_`{w?!u)<&z%oH;5Dl*u+lLDFE!bIarrd;DKyLX zQLRqFH&R^ObF0vfDHws9l?tri?6RH+ z9J9dM1LZd4!HdA-QH1Bo*x10Cu4?*A4L7+jm2Sa++i5+Gt>0#M^NViP^zxA4r<=Uj zNkudyc25EQ3W>$PQI)nKS+;+~%Dsxso%B+4oL&>V=QXc>FCpiinxA^2q}L5RD}ksv zV%xHjYf}i-P@!>9+lW5#yf~y~CLiE}qqh;_A()hs&d;_)I#qbwjeZOtTe;LqC(S&@ z?>_urDnxDuJU8JBr-4QoR43CIj83O~LCZtm1>tj$LiPd<$Yj-HAcqD^XUMD#2q0R} zvms`4p8ofGx{s_hxCy&&y9^^Q~*#%Sd%mj83Fu{$aOO;J8S8 z`S84e(;N1Xs*1!saz%DU_Z2cDBZA+x)eqJif-)gma6tb zalvAwAC=Ye>u2SDASem+{gM2~Otnt#0u&22cS zL$d4h(=%`i8K@CvXlu8=ag$_WS4<#B5r$ z8hvU9rLbW`nL^HI@dY$R^Z=olUYf3(Klk;?yl4Exab~)asN`+FLNA3s=`=m5e|Gnl zN!xsXpDDU28r#XD*4;MWzi1Du{CoZ}=l3vV*M558%w0L7_WHQViQ@MZm9Ibf4B+xr z6*VhYA)Ox{xH;_!V~yBb{bAC4Uy-`xCmmf;l>3K@fF$VM;uB(WfO8_yp8&vt+qVj2 zYeDIay#tRb1&EbXLiqn*#4{CDP%Fi8?T>#{z&uP-depNQg>_We#LcBrn$u$q4GmoK z05mqtWQQgkL^(s((3XDVXTBC5w%7L2Fs-Cb2$cP;+43`D%;>318yVnuQ z6@_O0OS&VFH_L<0H(fJ>kyoyFCiOK(s<|DeyV#U+*pvCT|he7i z{07`z&%v7#E8-FY{RU3tfWo-(SjbNoa1>qq9Y?z(;<3E?TdQ%~_u9PSqGw2FstpMF$rru?n7+s-qt*>L0k zT_V`Fn)ZPltOqgVFzafytGy?Mp(-tX>gEq=zL&p-T()$ABo-DWno9u#fKLNjqb;Ax3ANqJcxhpDpTHreLv{K-h2jIvUXaK;{i-MPdB#DZD zPmfm-zTSf~az!GO}o*Gb^Etle9c&-SRV0poLA^O zyIZ8yUS!_brx3@LHKqrZrNwr3WG2bv+eyz0Lka!&R-0X7kusNeDy0hO#?d||+OqAr zRL{_8b9*+hty+=I_1$GBjwh|jr0BWLY#sIwU9ZkJPt3xy9`tO;+l}spm=5FEfkU;i9xm-=77lp*66EQ0q- ztww!)-l%2P*CF;RXXEzJ3wI8={zJzj`;b;q@&=X zGjW-3=x;L3Yvae2m`EoYYL*xn&N$40FnXlgo&3!d($L%L7YnK|A)JIU8+NP2p4xTqEqFdQRzEZ2K$pgo*r7T21E-xA$P#} zmy@c6qR95(P`A*VNdnE-BGw~f1F}FWFB087ug!V#=UnG|e9n!e5OEIq6O+J!G8v5+%xqb`L{1eK(!j?f6#M=B*N@M=*90 zqrS9R7Np!l9aul;qu2HZkaLBx)q6qyeO_r9Vhw+FGuelqO5}X;RKLiwr}m{%&n2ez zofn~l;J-+>f9vdjBGz9!&y;rt`4R>b14<9lvr!^D_*=?H-A6}8m^2IM!Qdun@_O?A z;sgreg24wZU7&vmB{Wdc!WYWv*##~88^Xv&H#O|qa27F?TbNg!(H{O37Ul`Q1j@Xlc5BmfW$fE0d^KG)NznQAm zLquX?HQtOzm=|}+HC)^nx}1_NsW^A_?>=JG&Dx}GNzlO`pe9;#+D(J&!m_9S#a+gA z%xb-4w%D$;gK*)xPif5V!_pQd=rh4Clmeli3N;(`$^Xs6`|riuT6?9sAiV4aPfp7z zwFk0CgBrtzsSN!>1n!tQ&V22RfzV#{lctrB+vUXjeT~g+3szR@7nxX!OuAr7tp&8Q zRxs3R0282M{|L_VB}5yCaObe;>qU3yrOGlTCN{?k_IQI99gs@N8Z}g375ll_S9HFT z-JWInSu|Xvx&VC#6{%v0j(RG&+LLK^Z#~M_0%NE?WFCk;&0Z7|N~s_3|9f z#NzQQ$^4l1fXKg9VOHNYx$L%2)M93juU+xAzl5ou-D`PP;pFRj;5ucqN!4ggl@=w< z8ME8Jmw{t6_?ReIh^G^g*gUbSm6HamzzkmPD z{|&E~m@z49=;AokLyp6tO5?Vfs*jER`sCIl<>2d$k_~|)M6c}_g)ene!_|Qu9mZ8~ zY5}xR^wa55fcy8n)X5gZxSbT$BA{DBt9KBk02aSnZ8i7l6`%tc9qobJXoGk5cUAkr zHj-m8^vB1&S^llB3Fq{#7`s|Y-1LvPYHW9Iyy2U@S^RdW0FRLHuA6|<2ZDLkXfAqW z9Xk;-Okz@`m)5KFv*ukJA3}hfEF5~z?zmF)Q>zct|y@FJqKRADFAx7xd)rIRa&d&uftf_tF&6pqk zb>jb0#?PSmX)Omd0s~xMSA*#o!23dvgGc&9Me$zvq6d1`f|H@7)&ey4Czh794Ip5m z07zoS+RMUV_`(o?`OaCL1#qO<^E0e16U_S55Uifj)NvCAk0J<&!c@NEfwoie_R;w3 zC3ZQRSn#VEYE_A`vH7fwLiQ(|gs8m2x`_aYQuGnkvi@BBXq+DGoh2xiEilOv z4MzgSbHucTd}+y(WG-p3+f23N9UVcSO6aa|FbDr-u<5pkp=iy< zhy{d-j!zHd`>CeijjHpubbp#bq?&CXJL8^gO6~l1V-=5%hX+AD9$NBI_v>a1hNZkd zTU}*I^o}@FrBk zYU46LKf z0)raM9TmEL7w>E97lJ+RLFs_j%5w0@?|^9Lo<`pDGjN(JlGuZwz*e}q*4Ng6*|tdF zS@Yp`0!95~ouNtJGTq6698%X7^J>$`@;SG(brX+Xav}(t+T(_Q4iTM`eok_ywhU>0|7Uh-e3>_26@0NWPG zKuk8>pa-~E!VIG{g#^(ynEJzGBb{?|VR_~j%~bHU@aW)iG~o;NazeX?OMcSHQJA7Z z2@!_A5bTu^kI4$Pl?$;ZV8SfelOf*UZ}~*?Fdb6Cpl6HPuYhU?5!=WH z$lJC3_T=M)dP9a*=jWxN+Gn#n02l3Gk!il<7CBz$w;pc_F{;Od1-THy@_|wqzJaR~ z+?7?g>G;dqX!z5*r=)bE+%9-+1}J-O+@`IJUx!&f7N=Ec_a~Rn)>@tvAhBpJalOz7hRzV898~) zEr=!Pb9yUoZ=mX>T71|U9y5kYE`P765aj_x&T<;wU8ZOpSosi&Z)19ZO90XW(gdCQ z_3iCqTx3by1Ix&c>${`7KH*8tQ9;6dg5KlV-w(@N3h(T$x)!{Y7W_ic>D`@bJ>4~P zhyS(uamXOtE9Na<`1*Ao|JPD zLH^jy04a%)D%pW-IxPL?lwYzGHIa|hq~$TTk!2|Y&=)8Rw{O{~arpWmi6;29;a^Q% zIZnV1k=KX4_cVuw8uUU<%Z-Ekq6cV*2y|#`0U5EpvNSg* z_2kK?iX+{dRB9-RA1-1yzM)>~HOM(}H=)&gph*d-NGszt*3k-|RFHIopw^7tT+Kop zKm|eT&7>>Ii=kL7S=_^K4UDaee=;0GnwoO&#_+Ofyz+ce*QZiqA!ap#JNYYM%3?%= zA{|fUZJIH1KAbgSdT+h_=qX0@S372JXW{|=^58>WO-8&0)e0W=oBWJ2-}tedJ&udB zIjyXoR8?F()~SFo20<=e-1%%NIh&3tCBvr`#dZsBGp86L)K6VZs!J&uO3TD|$x-)oho7qE}Swxy+h zjgL~pl5%v9>d0X?&9waMM{C}(g4GZohO(s*Son6f9d;WewTp0EAdU)tZ2jxTKmPwx z8HMFM@BL0vo_sL`#}8CNcli260UfukIV4OeK6>=Cv2i}p4{^f=k4_a8+^jIhD;&kq zjG)w#zt8Y;S#31|=8@)oS&2}SqA($_>EC@(dp_Rdz_i89LrhG}e@#(A!DzI?0R+OJ zW%7S|S-aF@>;7JiqFd#MY;7R>=H`32U%M)6Yx^>g+8Pf;J4J8H?Mfj8TJl4{O{t~6 zY6(PIdL2SnpT+ZDZX?ly6rcv4n>eOCe}WCo&N$c$iQwV*d<2C0V=5|A*WDZM&steI zmzZJmnx#mcn)kjl>-|x+CLPLs7;8twq0UixRMpKco!)DPVso%+icT0t1@Vl|N!gj@ z>tsu{Kx;z-=j_VYky(Y`lr0l)LYT4iktg@9`_8@MUS#ACwHl((4zXOFry=*&*in>& z-3}T?qZ^e=1vydlDu1zR-`7B!NR{Pja{(LekKiTgSH0y^OLP7~F^biAH)p({Z}z_z zis0moLzZv7_%HSK3)lqG{{vydHbl2`kQ)GeL!-WU5V3$10@_E)B`R}vtN_Xjn|f2g zW~>P3=PzRvl-1_yn)q7KyVWiX09C{nX zP?sV86#7U%Ll~axROwBY&&N-L1T;&V$8+(Tj8~l(i38{7( z`kAv=$SVqr+Bj5mb>jdKF{(U>v@Z`fadQ6YGf8J|q3AIg$m)Wx=YShSxKYp<^&tfyM>k{#i0M0=<C92iJ>3QB(cfjl)}s74^CUWn`NEiSI} zQIhsN64H%?HxH;DdiSM1yue;;_VZ|e{HpspZLj&CAB75(Mmf6jFrkaye|~FX9GErH z)E>9!nSDRsr~DG{e|e1Y`m-`DocD%9?@oI&ox$ZvMfIdO!{>lCh(+y-kvz;rutb76 zL74L&1qEAzo!1#KXd^Y=VkcB5nk$(-e>Hks14jGdfx)pe!(eGfXzm~Vwm)}vS9vA) z`QtBI>t=kb94nd>p$1dcC!$i1+)ftTUT-~m4Fv|@VUB3|=cSANn381O=+}JWHFdj` zY?<^XofETvy-H*F$8yG0IW*(M4o+SSIvqu<*F!$J`?D(cL*#Y&Yo+c?`YN;Cf@Rl( zKGW6$I4{6&P~D+2;q_|VZI^jb1rU$__C|szE<@txfiGy5Atv63tp!v&zr*Ep$oGIS zh2mz|Gz&bT8#nvtWn6IUHQN86rsyBhf;UOQ^iy zPPX1pts~Y`$a#u~4wtCUkvSPRPOH(vhzrH3@oHsVa(ac>N!(zB#cQTVxXkohW2u+Y zi7sn6OJb|C;Ue#d9$-JXDw)Nj^gvfB@3_7n=jnN(Fe*)Lx0mKo&Zt`Ykc z%|1A~%ot-(5ZkfY8af*Ny>Pd6aBvwua)-Q}xo3`!vHsH2b8Hbf0`3(6(7xV5Ol2kh z;>F9Y)l?mtIFB(#!xd$tN4=K$)O&EI^rPwLDWHR$%Kl?HgO=8;5#WS ztuuL98gIi~HhB4tQugZP`~<|*4ZXU-H) z-Xzne-aqgTzlF7+AJ`Ue8}G zBf8bGNxx-IrtWowGPI!Vm`0O20Np-A>j7N=?3Mz@ssF>)cfeEKzki=&uQ;~M6Iw=S zpvYcPiLA&hk*y?z@3A7Xl2kUy-W)1>L{wHb+1c59J=eMK-|zoC&+B>am&Q%6bI$ks z{d}&^b-l0m^?o1W2Oa#>(-b^BJOUz-C?t~;IVdFom6osmlw>62s%8TvPlAFyFvub0 z!T>1~iw*ka{?p5{I7@2haewX*7BLEHspk*75~2c*An61KE)C%^YQzXDs;H2GE@tQ( zb8`b}TNc1a361BOa87w?Tn~-kk;@Fu{Mt3^yE-KIANYoZ2YRY8CIu|XN$_Qa;; z>@rdKqsN!2TBw$L6RO+sw~g4``E*_$Jc%2AD*j005opk6GFkpPe_6C$v>@4dumC3t zNhD7D@mU%czl!Sbcb`AfKt3509@4#$G_RX`tRJb18F$ypel+n|9XSo?HD;K-b3E|o z+B-0?yIkD(P!4;GF=$EEi!M|>?)lnOhlun3oO6u*lC^UnXU4Zr34Z4vA1C^Sruapo zkluMhj!Ujpf`LR{CsKg&0Q!Z*?4e|ECMc)hjE}>E_O12s=SyJ-kE}^9ZI7y&PVkvV z!24*zCgv)+s#eL{)<8z~(ZfKgLenl@)4KS+r%XEn(ZN(J-C|*>2hgakfhxTa1_6dV z=5x1U-p6tbsH)bd50^eobMKEF9hj!^9Z5SjL(QO)FlW!&yySXDY3fxo4cqPVLcgW#?yeXXi-= z@W;y6ZepRed7!CQ0HRWIi83|ScZAjXL=n+~yf3#L&5yIl4`62uxGae8btF5Jr`u}C z4(w=!w|$y2pU)zzs0oqxLHvk2e-XdXC#&*ZnD2)T+Oqhe34aHJYR{4vWI7&l%i)~r zr?jEJ`TPSXS6fyEeqAbP#J?S*JB`#logMjP_w1l?{*mdQ{mbO@+P%8gsTMjEx5$yv z?PNHT~gak!hgQHdhQi%3F!**swU2;5Eo4Dc+LIa$jg4b(@6DwqY9&(@CI;O@3jEC3 zKmq{3@)M$>1-}Q-+j^7Fiu@BU6e3Huks|S3y7cr`7CdsKk($3CuK{{!ovo>6{1s+M zZtHCvM{@TBoRsMJC>>1txeQ%p%#ZPIX< zj}AXQ@>jov87wneUM!12H&`s0m@WPOh!P*KK4QLrZfQ}cXGGSdKVEky2C1j7kfm96 zh@^4kL3o~SOU%Euy_6a*qW}#S!Wy`5X=x7razUiR$H_w3$X@v3SZIh3SWQQLW~?DQ zr=`Dh$KsTnvslD?0SCP2&Ph>^lI`uKYM%h=MPhX4#K#-xK;5%hb9|b&GIeJ9i__cM zo~3HtmO(6z>z$*Rd71np(8Dv2?(crhlvooprst)B-~Os+x;&cEs;GD^@6FQ_;{1Bj zf7^S^#ISPq@pHV)B0>@|evFdtvZtM3Eew#JE}|-qcpp1g)RsT8`+0x67x8Xf^=dW7 z-$;xLW1$zu(9`=wlk1Of#OF)dr$6ZK+nSVd-#~)8$@T6jw@_U^gT2Amk@=)OtHjN| z-PXD*;}~i*Kc~7t>>i(sfN_AUVKmFr(hBMuim^nfpRDmsFS1WJh~FGgC0A9NeSGOX?hZA zTUk3Dr#rkw?o1QG#c*g16LHGdu2KH7DOFudw-X%KAYJl2xq4Mup#5}Zda+qRzuj|y zr4$s1bcglX@DC4Q9Pw55md2qSL=#BOPany?yYeJUs61_MA9{>Yf_pqtt~5fe1G?*p zqUOHFPmUmI=eu%+9U6KpqThcYZgZJ!?HL`Q`Es&I;mGB)f^{jmnAK10`fPp5v!|d> z7hk^fCsr^Bk=x%NhEUU29oeUEV7qezFZJ@mHKeu&ay@fZxVv69Mj8V(kF5vt4EC>p2TpzxR*~f!OJwD z0?)ojL*1+AP&HwXr3yy#NgplCIkX0cH@R|#$T)kU zQ0Z%$6WJyCNxBb{%`dfQTyzb8_H|RKmCVAt)pwPM^XF9>$;lUM6U?6bIT4C5;81_IzgKAB1Qd~rj=w7e9JL%Hw4YytGvgc73Al<1 zX&5N*IPf^xKc<1WgJ3cRZ7|vsg?9Q&PUJEJ1hEoo3PMu2RDC2vSX-pjEPa$m8ypfX8fxMX zJ4r5IzC0>PnbdO%dKeRIo@+lS48G_IZGz25dAzKMg9;yp*|M@6RPv~h%}Y+c zo*Zo}Mm|@NUA>1qYf(6YwDJ3(c$?+mmLp=yva5QIr#3fnc&=zMwyf&Kor4Ex6zu~Z zrM62JZ!oO|%)S(D8}77i8z7WmMfG#^(D82>-n_Kntq=tzmCw!G`m4ErYwP11*v)!d z^2VkXMZVBncL|*hHhMqIYZ|rGRn01UFNd97@19pqXVNu9jj>+@1x;5d zf#BO72LY)Ur95Zp9&)*8j!E9+mbYRfdr;gzUscZWjgoaJ(fs$jwMw=1;uFOv%v=(bb_#?-z%Y^(plpRNl#G*VUe4wx6poRR4E&tZ zyiNjsh2;qeVeRw1wfC)vA6$rt;&Z_7uSa=(lyfWBT~}2lZo5kEGK1xAMOukh*J@Rj z$F_IYP&f#x9du;^+KgNDV@7v()P7_c-waoy(3DefQwTWtS$=u!!BCu2v8uglDTifQ zr?1pkh%{e}hK*0KVM!_YYpGC`?>Fm?hPM#cTH?zyHSgLle=Z)vKeWF6a_I{9gWoia zR=)2p3|_^TO388I@Sy`Oi2e7W>cvAZJ3)W@d9`ICk#m;cj!$__J+Mt0|GaXAc8c@S z!)GDQEUOblifEa>C6C>27p^8m26!hYWA0V)OcX8Ni|467{WPTi+sTg%B}V-}EeFX5 zuHrV1?uZOBE*s*Ev2v+JWMpKgk9~blZ#&t$X*$Tm*>>4}7 zvA%dssw@2dr$<-Lg}2(v-Z&^xFv|2&G9w{7Mf-Y?yX7(oeE9deij5hQcyK!lq32-{ zDHFcPM1&i<2{@Adg$w^#w`~bmIbbfW31};YFgY{iRrXfF1tci<_t)A8;(h?p1Og}S zI&==wxez^eSfu$4g|hux(IUrB4rs+3M*Nwa-|&EDMfjWF#c5fyyA1e%E#E^fpY{8* zS5v&r1rHrRO|g{m9rzkqJQ%28c$ z9rB&+8kEQ26a({8o^4q{9OEeWyi6HLhY)}IR0HDQ9HMkJ(lCZGvCw~H))2(D@cT!K z2CLc5>Xbu3^%q{8M$EZr)g$n8zD=kFS7&5V?sMO-ZVmB~p$AG8XKH*3*5?Dckb?lw zcf|6ap(yuYE_b;mL~(}lDXM)IWO5r1PM(xAPcFYk`nV~)3~yY`{q{Vm0`z}YCG3e% z6lK2!^4Kwqd}K6+Wh{d%EWz1S7aeGBeLN=rOQ2JoJ^{nS6248l5-mZ}e)cotq11jg zcj+P=one}*Im??j3MG=A^pd-9xO)#2i-R6)KUvRTb@uDWm8@U9X#1N++U-k?lAE05 zpJC~?hqvm!$97!kF|<|sk>!jSb=r$Qeqi86{k>wlx6a7y&-b8Xh3A-mQcJVXakSW{ zZFat<9juG$6l+R(%iwP5?%K9xGDJeX>g4y~&u{)qR%t)D}PBQwKtQZwmK#UwQS6gx-hV)#n(JtgcWE2zDQ6H~y_Y z^7h=BirKC{+LJ}qz#!Xm1cs50`C^lv%=c`M1@d56SpIa;3Lbmt-(^ZzlVgjIY}HHa zjXZ@{Ps%TT>wFgGx~)Dr`14!7-R#vm*$lf$9^9Z@4NQ+r^5Ve2zT9mkMS4IMlyHaO zh-CIf3ALu!51M7@jEuc8^0)`u_-91OX}O3tm&jcg&NRVlHAS^ESp6(OaW{Mot@#>? zYNZ<8*(skr#lqv&kfKTllL1=`{?+zav#r0u$|!r)Bd}2k0nQFBWPLfJTO;BWN!pnN zz=9Byfv?a6nP5ns@s|`yahBvOTv+4cj#T>XhU(UOX4Vkjqt27gtv^T&4OI`#&ZAG9 zFhg2e+UI^qpi$q$xNxuO*GK(&@TQ(YR`y#%LQxlFf^Efn4+`jML>W>M6wp2 z*s>g^;aEVh?zgoKK|USU;6bCIbFyUyLP5eo%GEy)1aeF|ZjE5_X+64A*TjEGlo(ak zagCwJ%6Ip>srKA`0t3ow@ZaA(?;ag5Mpzep$?>)RqVbi(9Nc}QCAk4**i-yp^A?8= zA5TSJvh!nL`R)6F{>Q?=?~ZZWyMonv$?*YYN$wvGT;@I|-!LB&9woWyP`@%haV!3y z!f}x3T^L1y$d+sF{`=PG%e+Lq3kf`xkC>3ey}^e@P2KY1@xT2OH4hewc%XDOdq~DxXlNuoWVIcLQb54a72y+fK!hg zuJKeSs0uR6H#axSUB7;PO2i4LlotKI$ZtXtO0^SWVuhXFXZvX#GrrS?P2AGanZ&c1 zT6S+-rC&}6_S9edboYhlpbUE`qEaA49eQ zy(u3m)wnBzLFwgydp#ph;Pc=+D6pQXt9HI;_Lau=W6f0Scu%=ldx3f7IZ=a=zo{Jb zP@J9M=@#Z}^I=3JFJl0(L*Zsdt@~B&h*`*fn)TlF;A$C<|VF~{r^ zU#ywJ7UiSCBd#N!o5oU8grzb%Y`)Y|eMeSp2ledS-^}I1&b4E7b`j~(Li@HSK7Vy- zj2B+YX%sZPDlPm~UpN`zo5-1~N*@Bb5XNR&!BTTo#8P3T>*V?n<<5KdZ%=#luPqb{ zQG@xnLZZ_(uz({xdEl-SOj?;@8urT0z)(rdf-eB=fQ5c{Hhh9iHb+W2kCPB4yvrDB z-d#{BvAIN6HgukYri=0HS?SlTog>cq_>minaL0V zY9dqwF&gyi6o5D>XiQmi2Qvz=p)%<82;P+_t3}Ci&Q^PL%dka65reA_2#SO)6W4G! z2FauKOBGy~$UL@Kc&hi#iF$qBFu4E0%WQNiCigbu%|x=!uEtE#W9&gbKFdx3{9-A5 zvHLU(yO&5Ia*9$nq|b(`Q52s6~naOUy~3bsD%_A>Hu z5M`rh=p;>56;bpfE4w!$L;Gy&JxYhE6^$mMc}_etY!n#CZ4)|+bdisSN~lZ(uzp10 z1}(`hht)$d6STKf%>(0Nn*tniR74>9%g*DqPT$$pRrqL1o!|usxnaYXrK%99%zUTa zL1UH{^f#T@X_l!HSZ{9=v_pyU$myF*0n#WT({m4~C#TRqy+8Jmk-ibhFW*JA64BGA zEFVoW${}-WKEyRWxji_Xy%Y94L%VgBLoD_FhRo{eX4RHJ&kvr>s-=ONF}=kGLd|V$ zpuGL~%Jd-=`h;OkaC&5&oSGsC39wy$#19h4;SmuLSw>oP%cpKWN`0aJ^w)DPUo1EW zwW_H(nJ|}C^=Tcybm?^UdCuttjqu9j-&he6H0-#bkdQUQN#ck-BW>;Rjy?L{Cn$&j zSBen&QMk!yH+`hh7D&ev22?~TVWKm+D2Vt@kbaNL9sz?;=#Fo$QP~w?)R}Ig@~z*S zP&!`bloDqW%C7U;3ayXidr+}lrw?A}-9UMfx%;V;>EuZo95Lqr%PeL#MeFZ zevD2n@--xiNy&jnGf=nxdcy_f55a^AurRBDHZ!lHdamCCV|Gf_0=y#~&x_6%D&&~t zZ?!=1b^^Tym%l^DSwb2?1SzD}Ozz>svmkAMjc-?`!J^O%h&KR`TdbsVP+HB-1CsX& zP?_VX&LKAxA+UmDuP>bQBYAUGuYC~++%T5F0IYFEkI$6xSCG*9B>4-qMaBRnUqXc% zum8EYyH44__4J~AQ<$8#Hf4hQ0}^0$g@LXHFF*f3je>Qg>-VrFv1HwvG>~|mfrJ9; z<)nlb0?>X?Aj7*!QZM=zhRg^<>o8uC>cO{n3GB_8cY5>C#$Sj!ljVxemyr7JM1;Sl+sW8mo(&>sj@63Nd>uSjy(W@heRu^NhIl}9 za}4I^8o;+J63#dX7~}9)WE=XVVn8c6ZB^-9uBDuI0phZHVd@p$5q-AM@hhKo>32x9 zx+EWmj!IoxS z;k_NV>G)hpCtSU4{()~$kP*xtQDKjR)9|}_-r8H4-Uwl_b6yp|O(gh#`^DARh*PmPn6}7^#OJ#XxU&f}kh?J33l$z0|Pq9Ija5Q`v|E^EBQm z?#!k=B6^IQCg<+izanr~sXsK4lJ@xe<1R&w?mijacmHy`7)5kwT!}(0w~EwE(00co zm)Nss;4zu?i8>$E`qfw^_LGy=)#rvAm0*aeNaQgjV>r+-2g^bjIP>e8TZQiDS+?i3 zpe!uvzIq=e2kWgJZ*N3s0*!dCg_=?ywD{A%P!}w8YC^($aT8UIzbozOneLM`sh#8#>v*DW31@9*XQ#k1GVna+ zCXl&7ThN$wCfhMXhq-H6%B6s1Kl^2R0@2^ktumNpM<==FHr4z2COx)U+GuBIIjzVT zx-s-|M3L@AII??<1`DCSuC8HJ*?>*dRj7S!WTQdEl*Nw%w6pMjB>~TWM`-YLK8=So zi(IODh8e5=Gji2m*Kb0CorK&8cL2p#i?0& zjf{?4NE7W8XXRK}P`>u_otmaTOf8pzkZxwVYc8eGn=|QN?bhFCeqHkm|UnVAzmxKN$ z3`SW>kk;T)qd-0m@FC_av>$8*0r~BbBNdC$8a80F$x_qFlv7-IkW>HZak6!X1wSp< z`C7Z4u^P12mwpC%bcw?-rpCr|^%|I+`}E|xGcl(TqX6{e3-5%fBQk;Lmc?-Dy5PaR zAj@37rJpmujfbSis`eW2dA>yWeoBu@gD*+teOIPNM+^l;V;5C7L`+D;9bFHq1oaIA z!0ObiCbw*WhmICcb#(bLPL+pwD^cc{kRd-e9TmgTfXv^a{+Ol-G#{edM`${W()h(X zeEv2&|NTMn$Pvcr4Mr=mu~2wpm{uNh%fNslVH(U{=5o0hs;>9;+LX$$?l45Z@M?qXuE58%$W zry_t0krHq2M^!%4tTl2BZ4fSd*~InqyF!^m_}GjVSyOn3M|KjbuUM6I^sHSU%B~N4 zZm;a&ZEloVCqJaBX#0U>gHNlfz&)rujKZ7N{~GXOVi)*m?N-;G+|y0UFG+jmEWI+~ zR{jL(&9f+!KZ|ub`0RyCved9O3Q_i4+?YqkcTg*F0EyfTlN=Xu9wRDn&7GI2S|JmC zh6ga***Th+GP;EwLqSFK@g`}4yNdLiD89TLvu8t_j)AlmSE#XMm(JbAC3UB4k1JCM z8xgI4(&Jx0QX`x~feMBU(qFJL+-{Tf zZ9m2C2R$Jr_N$eVbUL^a@%p}f>|2V8!_Q|9)68(|3~Cf33u4(3?55v?ej?E05ymS?yar)1oGgyAA_|8 z<05$jt|<}u?7)GMyUkAFo8c_YunSrES3*Yq?C&RX7$H-DU(3T!N0OmWQCL_A{y|Cs zy@Y}nfVg{KU#_^PM+a9!$F)e&ut-=^vfN~FOb~$}AS@*vkI?BbfnEB?x;RfOl zG&MMBl1rFgUZi>`Zj>&i)^!}UvXfu^`R_!Rrcr>mxq0JDN~5nY(N)`Z1A#Z=8*Hb9 z&a`K_pD>^ml56uDpFKPNAVi(?qU|XgOp~xc zOLZ}7MrQSdP3hiyGF*AiIJJnIYZcz!XTJA@6Xzq5yK*{e6b63sOxu>0Jt;w;AseNc z)5KXOX|!(!!xQpz3TOBdgY;lAmJ;V>BN1B<=~Pxg1S4b(dEq3f`)#;I6jaDVxx6lJuz zxpjwQB;A&=-rHm3cPl-ZZ^Vi>f)#ee{n+Q0^%d@Gx1bwGn5gXB4C&M?$o@KE$PDD|oya1o<~4TFf^lZ;6$SG;|PGH9&o7y9^BlA8PV zo8U~bt>1$9OYDs&5vF5gE7DU_o8gX?xLSm=a)M&73+1JfvP`q>E`7xgtjJftl z+lu=Z&eG{jF4jHY2i{CH*p9W)D~~^~>&n_Qq4cT?hU!1=GU5j|6AaO}5jqr{|yy0{JaCJO|Q36JAb6wdWs~46BDl z+ySmNSxMQqY&umro6MmWLg9dar@OQ7i|tV@W-SHZWk(zA{XV&%F%TD+0- z!XfbJCdy=r3>N&*kdMG6kB8d!1}luf(|!Mee{^R$*M6y-xViN)x7|!9XJlCIx(E1uZK^dD0we$ZF#UD>TV{DnAAZ`0-%Mfsz~UC$bn*e!Dong}A2 zv9WO*dWQTeDoFCVyKEYNY_6mz_u!CP5W?2F*5ukb;(d@~suLp;(%V!Rsxl#grl_tA zX9|LnpYQHHQ8w6(K5|8Bt7U6x`HkEf{PB5K|AW>M;olmwd8q&zunVyXJ81_AfuC6H9WXglc=UMt!95`v*}I`I~zFcCaKan z9}Se&3_2>NbtJ`hQ0U(OaA`EDBS^#2b&elDT*bA$sNQSC?CsL!Lpgs_eb}!Wmd&PAAlxqbG|wQU7M^1to^5Kej2NM(|4GcK zl3F=@BR05}viQ!>^;3J*_~R@;sU+4awn=S8`@;X4ej9z08BmEl6$m7`0%aZuo7p?vAxyw0OUw`jQ zTKXqsmsJ>|qqU-3;gLhV`4Q0`eC-gJ?q(BcnESlZ0<1v&Z>ASN%YVaG@`wotcx(B&irI=TR5`G#H6JExq;`Oy&)# z4;G#R(NrLNEZx>>fmGv_s)WOq?&wBpHf~eYZ7oZO-#+>X?pggszeV2hQ&?OT(wE1j z@NVVzS~u(* z0^ox{t{tA@`9b?d?7do5x&0!%v2$H`vQ*le@<`BlE`1o7?d!SmgH~UsiT2upX|*>O zNIJrFLaD&2JwPibPoAUzr8txP{8zGWPifXc{&gChYc0MJv|xZr=%Jd6noVML3wp#MB@BO%7^Oe&+;XmOJ2G{$OmL5`7GrX zs#&mv3LT>r%mvR&s8u1mTLDAj#5t{N>Um<7R36o~R&= zGhay6GL+S3dPVsKawE8S)r%Avx?$St=EPG%s0^D6_6(bVY7LNEkhuUy&Z)F5=}P=7 zE^n=*Kx~l5HM6Ah&fBr#%;E2Ta01E_^7gF>^p8UyPv0{C;-UMULQR8F!pgeTBB@pk zg<(D2(-<7`7%?7%rQ}<_0t-f0Nx(M(I2_H*YU%cBI)<6lQcyAjssiGxusSMB>m%p- zPB2eQxN~zh_5b)5DvL zy{TCyr60GWWEe=$ACVXXaIaZEp23^2osomkNFr4hD7k@i##!a-_zUb8F{IVG+htzA zOU@>B?exjX;;QBW6C@O6HgvF~nj$hv2!P3w{>Wm)vhL?9{y+AMPH=5bl?Tlw_D9c*KBU;;D4kUR5c6&v$t|aQOcUYiX#;SFSS5Rk5)VfN?d8 zr+M(5iHvIGSJ<-fzex`Oz^23c?I+{3yJS+d-px%=^E|vLXOU8VSrLP)Q_x!0s52d~ zOXQ%bi547pT~1nid@Y+%l8pGhICD&CSSa(+6~PC_rvH2WPRW}ri)|QlYHWvabzUwp zw6DZNx=~&9+D+eLq?Z>QfIsEFMwZkUo<$94VwAeIGIaEKEJF^CkimBxM(aSs3bfM>rD5S6Ac6iOv}p zIgk-YB#JoX1(Oq{G>3=fv7wyyIapLQsDXgJ%?__$_iqU!%2rd9)0EOlpVkLdIXFmO z$HY8azjAGXgNBTWl~plUkMGQxj2@*bf0xD9mKGGuX(TAg$YYd_)fA1N@tpVy+8sX! z)w)Q|851Ez#l}ZJevnH3Wao4WG;tK!kG)7wOd=-MQ!OSY=O#%?0v9J8ko8xeelTkf zkX&y*LQ3<-66WEO^s+1Q%Kv1$+TC8IhQj)vwi?2Uip~Q&4+f0$?VV5m8zao_^yGSh z=5}s7=)eQir1NB?iNY5ewMp7Yrga`(A@dqxX+jxAi~=h4dhz@yaPsw^P})N%~F zfEon^BqZKWXAFR?@sx%_NtIYj>o+q~g_f62B9;I@YAwp^ZrMV?d!Wv_7sb_ST~bCW z|N4Qd@vfqwgNTq24KyC?FL_(Joqq+|U6|32Sy2~Ho96ctBN-L!vSUUsRZ=|{DJ`{c z6SgSOyim9gANUg!k5tB0D#Cx+%+Gj+bLS04N54ohWjKsE_o5%A9gms?zLeQTLwzo% zz>7C(?_g@gcP>3X#gPW`ijf{HMdIYOxDp|kzr_kS*4zqL7#_v`faqH1bt z5j>2#et-G4W;Vbiar_VPCk1x702!hHp+yGGa&FUa9;AYH{*xO zgwN7nKou1W1G6$J=%t;XZLdzb=kZn7so?Fhf?GLKSW-#>KXV+}vAg6%AIxwiq~y1g z<$bZ9)R00dq-giMy1lxh!?UpLPe`8rHhAkQRZZ;aoLW5@CtRtzosi|3@M0kCqbEPJ z-mBk!L^isCfB7sC22LS|ahhnN^}oX9oB4qMDkZm^n_W{XpJ?+i6^B%By2` zA)q=t*IaSM(QP|aBJ@9HGmFlX>R`2Q+BVRc3<{zMH&y*-xy%FBQp-S?6cQ3ra&s$hwOQJz4Qt8Bjr3Ht zQ{99;kEI|2>jr&ZQw#}21kfm8f>YWyk}imE4+>L%M|u)8DJdyv%g2c9pqUXv8|DLd z_nxLa{J4eKTP!Jz^_t_F)%Hf^{K$H8&Fh2P_;_D4awhHlgAJ0y{jOW9P+f$9k6$0T zIGavfy*m7``(XEepcGJbH2{YxH4N?S)P}#noL@8-tZC4dk%u-*%~}OSUI1qz+Vjy+ z{6dzM>6?f6LI5Zf3IP>$;-o8V-9Av*-tLv5qGFKHv^8Z9{Ygxe=S#A)gTn^hA%ooN z`0<2Fy858oBzH-P?=C(rws45fwB@0XCg2#80fs;#q3AbPKI^KZI!T&x{MOwn4_JkvG_@DG3@j`NrAX6$Q6w zXqlLTj2?WPKA@(`k~XRllf*D6G*VF3^}+?1!}UjS>Aki9t8T}>(&X)R{_ zRI9R&N4=N5j)CRPtd(6EtBx}8BZlNPtSv2cq9KzaEv;r}?e~TluR@#&7O}^-DJmYH zoKha!eL{AO!*DAw5GHMUWBjoW6om8jDQ~D!nwoL{*jsfI(?zEbpIuQYSXPo+D_+y0 z)FQ%Lf_Pl}{6_arwf0#TfC5bt{hTy)Ki zGu54N(~Z061cZ$I!!(&6n?Xd;vA9&C_OG*%5fQ;YXiaW%QY{uAk>ou!_gmcu0@`=F zy%?f-?*}rU>@x={HxLqcTKi&Pw5O20x_B!?{fU>=(g{ocWohtI4+72otk0Sl8Q-kG zj3inducKe|6O)pTn`-i~GV3mRb=&mT;({o|jA~qw;$c>XM-#%1YG=r^KAUPt3Vwxs z^dWB%xI>_|u54hyCd8sqS*lp44?PfWNPjQ!uA=vB_J68u+W(VPn3!;b#pqRTVHZ84 zny!?${!gKfAWR9s%%aL;W_7p;=4{|RqT_vC=h)|enyd~T^Noum`5ftzYe?ij&mDz3 z?L!oG&GP{Ai$B6N#Qp)W6`e{)c#0_jQsCxa&wg=FLCK4?iQ&);W}65C4_90lf@*4N zJZ#BFf#xyq;$>CNuouR+1ABtN;?R33D3xU-7qQF+Pl_eqUXt}0`Lt&6IbsAzwswxOS?`oXLjepa^;TYFaRxA%I{2Vrasf{4`8W+k}KciHHa{ zW9_`gayGUm7Ui>8mBL#%liV-Fa^ZVx_Gd03Tao>2hKqpp6*E#;Dkvb;?_qmBB_KrB z;0)Y5eGA~BRq`fhlXz%io7UNhLtOz$#XmX2LSE(c)#wcsU2nGYuV!)+}sP#04}gBIbHkYEMre;C%jCkA@SQsyp) z`|j5hq>m$qJEx&O5c62K28G+cydQ=4nwGy`Xv3a7NeYjg&|C*9+Vm>5a+d4cckj-M z(ESks)O6XDkSqTKnm$QG*3zMzvY(!`z4%@|dqt|ao-xujK=TZkq!N2`q0VVt8fbJ@2r7;Yxs&ZRIXwrGth5O?B=V#8EPkkqz&0oAXSe=&Ev!;bnQg+~efDoU7?d3BOa!hsWnxcos3 z+;az+iUIK{gE9v$Fj)d;fp8c!H3vCqz`vgxMW*UyLst1Lzt57ZxDjev@f<{N&W~7q$Fwjeiii+Ax9^T$HPb1*FH1%@1 zdA+iXOz8i)T%@gAySGsE6)^xm-l_@{*Zo7MdUUz?8zZ9gAgb1E zxsT`PX0eb_rYtl^_JkmI;k<~_36_mW)*5aUS1e?kBp5K zM9QvRzg}X?S9wZ8qBpmF31Fn*HK09B_>gl0J2Pg=3z*A56(LLzQ&Ce-aU|w#~z zGSs^*EiIFqAT1)Vq(lM?hWpcfzzkK)?zRAW;v=66kSl?4SRKq&Ub>{~Ah-zSijs%N z=L#rKQo$~y`R7lS2M>@_aHHU>uD-qls49eA2urcx3oV=?%`GiO#hCymTK~$RhuwRU z`Uy(y=1mnH9VUPb^)hcjI|hX82o~LtZ!PAfri(krm3x}RoHM?4>lO~KyLC}fK>>w= z!Ux{X^wzG^}2t~iZ?Es5U(-8W6>-f$1Pz@UGeq_e_i;AA@Z zw+!@8wrGZONT}G^3Bi&Fwl4o({Yvp^Ql{~ViDbR($Tx2uOox}3OM=ZTALNUFsUZrv zwgVXLxm^%{1C$wkzTK|_<7Z1m4aTQiSHM`Y*&g;*N1n0Nzj?Y%{tX}xJTU9MxiliObQ?xHN2+D1sHhfXvO(Ygb`Q{-Vi1Vs zCzis4g5+TI*$HBQzaA>+#S4OyB7toj7su(2fJXAoDFDbD8M`5vF~Z zzjnehUUK5>h>@WN24qw*ncYYf?}~0Qe3A(mN{8+9=EB9fFN8o- z-2W0eM0Utwr>*Yow49R1O!BBydThKRj+{Kbq`D46%mIKF?38W{Lx5t0#1I^$U_r(m znq-6%9wO8^;FZw9n9JLJ-J1J0=U`1W_Qh>W}Sgc~RvMjn-dm|+l%Cw&>_k3?oWPttHoVql{a+`I+%F|)&8B!Hu~ z(0K~R-e^Fc4vd(-*%L(ZVQqX7hrOE_(YX{f5tMepK}T!$(Wu;Qi+BI3`I8=e>(P^L0q|E$@KNCJ{JXU?WYB5xRlU z`S=&pp3=%cdQ8{>qcuJdt?R)r%NgPr%>K1JUP2RGa;*pP!rb25=A1H~Y{>o!dBU^5 zmw^$5n1tb8a$jY?5>GqvHB`~ike$#duK?S)XuTnF0g>l&K-#h&1kUj}(<-~^)LrYq z3!avNwPrY&g$6ATY0{cl{zUlTa!k8$w!kPTU}@lV^QhFzaRCl%ekB`}JSHM4YNFf9 zH^caUc+>x(Pq!ecCae>K748>+E=-_)!Vtv(SCq_s=%iHduTq2Em_K+J@QR9JfX@9U zW`r0Ak{i%NAqDP<3QVhlDu)lKi4r8eyXSa-+XzKm8i5V5U_&iRbK5+0uVo=4thwx% zklN!_U4dw09_e?%SY`!&$mR)Oh{6XG>H|m%31-gG_z0hE5sd79c&PRL}uk6d3|o!2x?TRyd;??&Ybij-X- zs=?|&qaYJBnwpjWr&ReRbCE{xMjYh{hG@OHPQV)JSy>U7OrIQ{OHqu}6bV5vK6_80_E!mXYLYH~w^7(4%uM`4 zR)jz3l=X)5=>VoN9ce5i={IjoTsQ-J5UjM)q8II_D+j3_ng;KK7gw2A#K0;d?I=;S zbe-U=4467WnZMi1cbUFZI}2Cta+>rP;U1;@&Ft0PnrFo8Ze7zc)bb^?dx4}3=UP@T zff69p>Ty4?IP%~<2I|8x811{Mx)>k2(52?RSm(@1aLHqKA*^4u&*ZZv+1ya%5lGtq zeqv-5n{0aHgFgjA-*osu6&6n#UsK+#S6o%=f$4q02hcqRWrpr%HE(Ccy#f2T+)RCeZ!bzdx)!o+!(h<+4HtXG%tlMv=LOGUYj-Q4pfgC{RWH5cW)w z@KXK~0I-}o6?Ki?;=8F*nh3H8)3y+S|K$!mnWY=Nyz^>wQ)l5B@9Ob?C_Al>FaP{T zKHAaw%-_-M4hsx}q)>gP`UrJ~C=KM}lTAw9|G}^R?WVjY2RMyayR?3N-38{#_d+F4 zN$n5*J7`2wYPh%=(x*FiRlj>XzJDwv67jSO*oxDgNQdC}&$Tv$q6l!DHEsE$McB=m znVH-`YbfISeT$KA2QQiZb?G~;rm{?vvn1Hikn()W&Rfc1m({ue3m)tZK7XZp{x3rO z?|1}Zn@a=I6P5KLozUQka;5OaK^mo=jR*|WYGyt}prXIIpl``v4NAGbT+zbGsutC* z%j?{{bF}}Tr)t^?ucF`@bmm(a&~N-N6q-iCV{~HL(_xN-y1vPoPzJjG9lBO~@t?Mv z)h)3qLw}_-<|0LK%7zMRb?$!NjKoAV5NJG&7Aw0~DSe&jD4`_} z{klZLV@mk=Hwr$q(SMrSUuReT3kAYzg1Vj1l)#Yq2L!lV0->6~1&=#68rmFFz`W=0 z2yK@cNXv2^lFXn!f>}SHQmx)gvH2II`k(mc2T1ygQUu}V#JU3I6R=CFy?HnlG6=Ay zE3{`pvkq2nNF!0S`joRNv_GAk3VQi=!rHC9e?W!+c^{#*!|`tsmfzdk{K=93|2`b# zPwd)g-!bI-hx#4ZXd$nz9vn}R6YeUhh@9m$eILcc#6$v!CZ4@ITZU8835CiMf?D^N zO|a1}JJ1@z9`Y7exfWWw|5;-HU1^jD>~M3VKNtBaRXz4RyP9@+Cqbxk+L~}aU@5v; zcGyFoYlqlUyid*bv}sX=ods5y<&bePf5|!ZPaHu08wiS$Out?t`6qw}X)gfmN8qz2 z1bYqEJ<}ejF6#^S1Om>+JUpUsEJgG8?@A9IoDz;vBJ8ORnwBTIXlT^^)6VS|Sy=8? z^OlptwGjw#m%LLu49rV@Yfb8tHoYVfXi&ve1p;Pf*LTYsDnSI=M+ZLiXRe!`gq(|> zh2=R6^L?pfJme3X{{r(l1ilvv8bb5AT)3ruST}%Hgn@EM{_Wwb^gCf*;_RVjcl22H z!Zc>kIH(a@PFZ!)g7iP6-C!t_HOW^;AmHZY&_J)sKSAMthv|PqU^l}3idGm(T{ucx zU0;7*Qrws4BtEnR7|z=~Fn?dG`{GkaWtm%Ip^%75=H@N^c#`X2kFI<60Y{U3_y0Lf z32m83DyE$%$xT)%bqx*Y$!2=%i|;+`0~z+A{~r^fR0%k-mR98Oj12a-EDR1In;Gq_ zFZKrlp&2vuDJppW%>NrqlP>Sd$esN+UM*(aOqKvC3qizfZ_0=(a>*@W?t^n=^XVYM zOMtOBbmcY|?o91LGtd_c--J&z=Kgz$z){qSS8!A>N|gzl)PTbn`f8xri+~Jj7m?Rr zY@{aU2?1}OKSy|^BwC~deAurR7ZHJ}hNI!Ws;+k6YwN)LgRyJxD@2s57UMjhn=fRo zJhLDN7EK0+!5d{z?w@S>CyM>z$(ZwIj?CgpfO#4*F|mJ}d-52NEz=Q*R&_nwP3!1v z1wdRg(%Kr;w$u^^XBWQdgUvoL-h8n*%YG`n2jA-dYVA#+dhFM>;eQEHR4SrTAwp%Q zkw$YwMKqagoTgE4v2!miyIQ}PTL{U8WmBCc-%SZs)xz6AZPN;qS zxaZ`#4{aqRod$3$P`*K>LM)X2BXzb09W8(u&PWiD3EC$QNkiUPLuHu4c z5(j6Ue6C)$Po0Ni6#4Gy5)gxpK& zDJnU(i%3dJR;A3{zJNa5!ao3HaQKtP)l(O}g#|EvM`O%FoM+gUyDo<;>~yu2g?vF* zmmNo&G`f`?Z&b&wK91T{d{4t$NvmH6ERwPOBa>LS?qqmSOH^nfKl>uK6`>>i?BWc+ zV{^_N8O;`QfSr$skTn>681JxJ*GQ4IdU1wy^m|u?zpc1nwS3lCEq~6ZzR0zGWOvzw zg@EC9UC#R8HYMLiP+wExk|v7!v0VdH)kkGq$zSZ-U&~GG=i4WzCB}ZM?N>!VOzv?0 z6Dp_qcdDFUG;5OAz3biGC%}}K+OHa`X*;JuO)>8LJ%K;s7LoiCS4FpPJP}QN0s;+1 zQ=6-b;PL6u`xII$z%Dco8U2_4@uIef_ym$fn?kX0!J&EKm@whg$?kst)HF}VOo*I^ zEC3?oPn(^;deyM4=krAI>U%TxpunT5dvtO;{^A{}W`mQuGU*<;zW%lIcsHJ_pwhBeY)1PO4I?FCtz*f+s z!U*Ft9BQpvWce8y{8Xh=lHg1d`gCM@S+Y4l*(eW3I8Q*9I?~Uil@unP z-NG!v_xasOk8>9; zT(DSNO%n|9JR|^$We@)nCY%=lU~OD_`vpdGy%DlwoaldEwv3+!7bE`Wl){WxN(E9< zQc*RdpGIIa<`og~2jN=ThS|^0;LY|2=v`vL0As}1=okTSyW0vX7uu~Hn^a)U&Km08 zwEXDjclAADsvaT~`~~#vB<2AMlT8pQG7|%|c66w2(p%TPoq<3hfMb=IYwHpUikLrt zerJE0mB7%q^be7L-Ron$OiKgaLoRT+B@V5-;ARrm~>m;}sPRC@b4VSch#R^X@rTSXZT0 zc6mU`Vxy-5q6&6v;aRM!tCPprg*EDj@pGM86Y~k949eSdYsgP7Yc2K2)24aB9!71x zLEPT^$tHmR3JVLtSmeW#OEWl+)nx2e@o1}9q4e{k`jLv{1z0Bv2!+I$)Hm%S2!YB& zSI2baaLFN%b{f7`&}%#VT^%`af&^gTX2D^p zDz52^*1EYV;rP3{+}sN$;WzmhL}KhzJ062~BtgimsZTkC=t`-A*AdFV7Sk*werN7p_52Sgp)B!CsGAr3<<8)>^2gYf78(;hK@r615mLZ;644COnZC5&tpG_Av5{UdO%1+$xG~fShQ~+_`2j zdkAKos&VVtqM@mY5#}5^N?jZ{7OOEohN+UZ|6s@d;rdORa%oc%`i5D{?5rC)m|L?e%WaLCx_a=%i>Ck# zQ=~3SBOP!(0d}T%AOsL%i8kpmX!^Z?f0U1p!PIJ;=BJ^Pm}zcqjzqh=oiOX{2Swlz zkIV`k+)Cc?q19qI;!8}*Ifv*H7H{^ob|huu;k05NHI26-Zjwna4Gjq~1Dgj!&`W&7 zv&dbPz~aGA?vZ&_?~fBK9Sbb5U*fO%L>+aaG1Opl~epMU|$?5>d@DXW_ck}7Jxb;;tj$je9Kh=X?$Psm{ zIw_{?@|8U87|*7HZ!o#zNBdLPH;C+~jZ9q>kOkadPuyDZ1M`VsMXDN@1$M9sFY!z| zF>vjbWtID(xd3_TznB7qL|45UgUnl#R8dCaQq#i0pP59VfNPjFYktGp94_YQIJ)!K z%=5=~B_H8aLF!Oz#bYiE8gzorJrgSq0Wh-U{D0v$qaITaguso#ByQFhF?;rG;sUo` zUwsn6Au}j80qb?1_~@6>kux~$XJXh~4s7B;_fKKaul_(yNv6qMGR>m_+}Y2}qEc{# z;Dvc`dR-8=6)~v&jR$Ex^xNic{E9HNQ*5wsZQL}YONr-E`69oB2Pn9~WfWW3hcqcK zESYLgvUPlkxEwfz>S2sEW^x$?*!6Rg<1XgYKjmk%1<5pyk?!0Vo8 zBZ6>;wi<1Qmjm7Knj^LTTr*@%bG#=Jh<|5um{&TCzuyL(pyZCVK?+}gKY;FU`FNPQ zL~>(|?f>>B1dI$P7uPtHrh$Peib1ifHzAn-sgb4`R4kr+P?1+CMKJKJYjhf z_4h%s!~41ES_}~;CYk<8p|<#V3C1IZqKju3JF($Ihzp&z84L?SqrMBz4WnNhY_c=H z;c4U}DKLD&sCp!QaRlN*l$SDZH~q7)|4=NNFn! zjamYBZtg^`8jSimhMEOBm(Y%Nl@Eh3q4phYN&FbQ^jKv5Zk$45%#e*zf5SzVC*~hd zL2|Fpb5j=Ht*@{3K=_{OK|RTpE2pEq{Z-+hmKPqxd2lSyS?U|4-&c38bQ#6xEY;QF ztb5r21_g9DTmdaU7$+|ism;rg&TK`HQZ6o+K+x+q;ATXvG~pD(79AZ;!N1NC$Wq!5 zoBjGNTQog9vW7%$Q0w68`26h$aOhK*P<#ttWR=-F9jE0I3DvYB|AM|>(+RWf4-C7wox9 zPZ{^|L>@6F4`o&2kwVF|fJ@GwZfSA>1PfAmWEh*GW)f~De5r2rRIRAO<0fcHsYqGl z9*ek9&?8+HN8@X89_L}Q0eyK!@8>=1H*5&Dw9UI%z+wU3O6LxsRjH&T(%jq(I3Ba! z4;(%m1!JefAZi*v;)4pZnc-i17MWy;goTBnUOx#K3!sS`MgnK5ndReq@5f7{0NdjG z7dPFs@=NWD(J(cYz}c#leAQZ`o9}PDgz!lI(`Hq7rhw^dl3_rz1y$u=v8x7nVF3cB9A?&`Gq z$>4nG9NNmc(+9w7+E)OPP1Z0@Q?X7)PNHX_iB#&!<3D~B>e9vDIUV!h%?IW13xD>*+1O! zT;9KRM!xCkWpFD30_pq~YJ#Sh9w4%3aQvVaJ25b8L#KeCpx*qI`nz_`kAERHW5yYO ze{LdDuz6nG-f*!KyZ$TkIM@q%@DQP~F!eb$eS@j~!K+$$5YOcOD;c$e0IG#lJ(Mu8 zJ^*K4S^JeoM-L6o46$~sR(|nIq$n-g7EpkJvGaHw5RuhK@qqwI2%YZwzD!t1=zF2# zW~c_h8lq7+4>lPcO6B_y9&YZ3KSjWFIKhI}h1#J0ajCI7?(r^UuGNJY7~53TTrBYP zUd9MNSaz=AU4Bs(wElI^CyM7SjL+~wgG-xMR(8+?3&Bqm=#2sq~&LRacl`*EJ!Zb`LnY zCq^yJNQAsuK#&n!7pq_CK1uP~#SZf?(ayhF84(u?Y(%DttN6g6EK#6S97j;x7t>b;5_pO(90%@txL9(-^imYY0m3t!AI$y4W123{M4Ynj3fU!t~P^BvtbiX;_yuU^*o zAew3xttb3~7_K>K>i3RxQ1a}?y5?jBemT4?c@SVq(r zwGI`SP|<@)ll~ZcVBl1Mn&iV)ySAE4VH6=?tnCMDvTh$OjYCm>Pu`^FPg2ek1UN-U z?zTEold%ROGAtc6H8m3BN5oid($HWy_U+rZ&Cqc2v;N`w*N0iWmMYd?J%_Saz+R5q z50UMUONS>zngW$X0=62Z>~)Vo8}PR2%j2Un0LQjA<||HLa_rNcDZkpQ{ctI1)JVIp zbdHF(v*$bPbRv7>?dWJ~(~ZL;6D0fZq4AuvOZuf`AHxFKUqTaIg>jpK1X=Zm>=Ls~-D4DJK80ZPWR z3XUu%=^fRQSizkGKjQ1@O=70N+|l(IodZJRIoi)NP^x{!xYYbJ7{_?TF#ArIwFW|kOB9-2LQZmEL!<9LuToO$6HK$;@TKX3Ee5ZA_ACXW4;#`bpW507ZxhdU)I*zwtCN*x8M>Z|%dRf`_SC-jF9rELiY5 zrZm<#a~68QWTkvW($>>JXr!}Ide%5=k5Q-YnXJ6EWtSH0psoNzdO3rXe+i*9&@-4}Q)DXOY{-(&WUk3-~Eb#MJlwDU+^I%!AoK=_Uh-%;=TGqQdkuOnU%Itg+ zxzci$N`C`C!9gUirBtfWUT38j7Y7A-{rJU{oDvLsml1q7ddfSC2em34vk(->qwo3N zJ22Vj#rmDhA5pfpo@SO@mqx=f?o*U?^mT&6jYSdA7u463R53!mDN8F zBFnwe9u|)cm3rPW%bW(=Qn&x{%iqN2rOpE534MVrq(?thS{JR0oSZ4Ro7Z8?UMG&z zH<~YRuW3aqkIdawIDl;sk4m-V3q1Pm#>U52NtXvhz*YNNIx-IdD<7eVqIE-+J7C#w z$2=j=bo*JTjksYs1qY_p7ug!)kh6NR^(_VO1#62ve;2ll1StMOOW08Ca?ulyuLnhXq!cyA+_t6UVt`w-uANPT>`!8^7y7sWH@uBH=FZQ}N!w`i93jmpR_`l^)b0HKufVpgc#^aOX~@VWp6c8vH3Ue&Znso@?6x zdZB1~Qtn2hirJIgPn(%84ReD%M)7)^?cp=hQvD(2FzYw;_hVuUavn>zOgOY-#CmI7jUe71wjf zhB``!@EG?|J$_~&uE*ft)eQgPNqjJv7DxY;DwvcI8}G1w{=uyt2cwu@NCv75c0-Yh ziYPv2`^8uB3UoYE_?i&+guNL~eCVEScXzDi?r*EjHMv{582cJI@6_yK??=y~G6>lzCyN704y>Fd|8;49;Yo+ll9+}e4kEF!9` z^vH6-#s=4GHJaoxr1dQ!L&RdR_i5F$`xzQ^ofg|@JTtUlF}oPw?G5}vaf^x597`?x z+!8vnn0+QA3HeHHZtk#_$VE}f5eqP^-H5XA;4{!`*aT4m#CUiR7z83EFaPm}E$mhA z|7LOTkzO69CW`oHtwjxFo;HU*#5NXOQkTzjaGu@xt^8(*Ma<6O9p(v@s|=LX%YGqX(-PBEja&MdBOj; zcMwj&7~A)Ul&SaYWfd--e# zAy8J_{iNv11YMm5AOF5DdM-04!(i;4+*7#ZXRu}cPMK0jn^5}gHGgxzsI5~#r|taY zt_}OD3IneS^iM-Qj9EKqs8R7dxX%ra7Xfn%S?7GqJ;Y+(Zq}*UdQ!3#)|@|~fn)zR zF#s)_mFl}ySMS+rZ>fCFBrQUTP!$oSQdT>urUE5Z!^U2P@DImF+_w0+O=?!&b(siG z{TO_Id3=8;+l?GgS*wF?YjVbnZw?k6RFFt%{ne+EA zVb_7u;3^NyHGLU_3Zu zO61`CL*NJF+ivvdj*;%X9JAHv5Hwn%LWf|^RQy%g)n8fuh!G9^O=n^&!rSc>&?TjV z@o(+)d9^BRGYPs;HVU0i+~dNtHoCMd#Zw}>eNgOAE`%Y||p}H3`Ue+qLNO)Aq@=UNF8w zIE354F!lJBACd;+{%fT$$HjL*#^;TIrf*c5h0sTraaiQL*xVS>NMVp_f0} z>hZ6gHV6P1X@9+Mrsg=#&wN$;zcQ%*O`x`1v@IPARDjYP`^hb(>L9e<0GZk^+NS0F zGIY%u3+wbRcr@eK;LV?duS9E%bq@OruVSVG`wtp&L$8D^(Wlz+$_}kUq@qU2YSDXh zY0IOa;{t!KCiv))3QP))Gdpj`W>Mr9hEm{PcP*(2Q|!p#rwbp2w1xDq#nU$h_zt~6 z{fqoV#lpKf;u-jNWb4LXekBfPi_mGH#88(qzUR*6fMM%G<>;iG|7FL?=1E|wE)7P* z)qtjxYK)rA+SbyS6dc?AF|wrCCGyykSpif)p|X_j*n=U^NXkSZ*H&@o&K)l^Ay`LB zb}<0qpjADEU%Rx-wfJy%PtOwMwIlly2@#U0t*IZtOqO*Wg+FXhoUlec>^kHDAZFdx zty6PyavoHClc}BWG1o$-^Tr%%eHQI~@-Zrfh&tF<5>ZXgY8QkEkXaX6`xE|Diwbcf zMZVuWWBtXwuNHkgAauy$FMs+C@gHXPY@W9x_MF>UFa|lM@-%Va`=`4+nCaV7eE~aEu+Y*13>zc1mHM*P`$tWb~M^t z1>7KQI#rDj8H4J%+Ci&wjfm|cKmucf*! z%pV0qPwWpqGXdEUAHM`8BGVRX9ItI>w;at3;kw*nNdw{$P zXg9y2DN9n!M-D2{K8RW7f+j}8&d$!q^f@??Lfk(b3PcE7IC)!|D#SJ6e6<;bcw%~Ei_6;w?=b32m=Dsi(1;? zCIdn6S?LIb6;GSB!onN-%3ytJs8-YrIb;7TR~S&aA6bCMF8du}NBV^U%@Bg%)nx0L*D3R7k3ihY$Ml2V6ZAyB3fl?1QCa9i7@v^V;>vNXO zovT2#g^4}`i9r$tz#6MFM~XO~+J$?J4m(mJ?(^r*nG>Gd_5rRI0v<98@_sZ*)YC!w zeZu16#^?*~4T}l#pEBhIlmSOmN5P1yfp7;MEz3lFjyDOyqLTpK+XmN^bq7&K=$m#>SBg_Lsx|s?0--%b<1Ha8zOk@;&Y1VTWHg2<>0jJ zfz(Y64EYJdVX?2hDviuP9s|wN{lnMGDF&!V2?x}T!XwwGe~)<=hza2_Czt?RTiYcE z-w0Hlc)OTZ;bU!K8lOU$-FU#689^8bx+{?#XVh;};0-)Nl3OmsJbahc4cIwX%( zak#GnsEhzC8D*(f;x!(FmKg&rF=d!o%<39!!M8tY9G?#(Kqsim8E|_%c6HyqdnTzv zP-PE+RVmAIPhVvBKryEeMDjk2I;N;`>TXCfg!A`&km|3p{Xn{A(0jvnt^)v6<}1`Xo}3Mo1)y0bO>9B3s|%nNQJHFlXaI{0O@wE~C7 z6hfJR^&rnPavx4lhv!LTa)o{d^tN;sI1`9$iY!0+HH~3XK+V?ST&_-phIKP@b@`<1 z(Gf*lbKhum?t)^A6?j!X0Ok!=Hvzd_g8gXs{UaN81Q~{x9R0i~)IA|{E9Hq}F$Cg^ zg@H4NcGxs$1gQ+ncW5m;32^=v=tO!r*24q#cbj6~j7qY=o8_G1QSn9RSJ8&ka`8w{ zWhWL^gqEh1?Y!LvI4n?(48gP8g1*wj5R*9dG&7HySJVt0Z^EJ`t)<>&S6f~zW7v( zbepZHxCdUnn4%wk_@^K$x!^HW!}1OJuzlM$36L*?;iCQh{W(BTy@!T|(9y~bFLC{K zjLmc3%8-rZ9@@6;KC`n#K?gY(AVcP%Do*Wd!%#;V3U1ySqzt@=AlAKEzlaxr>S0`e zKe{}OoK4u6y--(ImxGmqU&$zCCPJC9ugR~zE~aEMi{tV^A0Vrr+tNCo)KA6Cx-f^P zW=v@{x(2v`6TC0^nmh*ER;^=Dn__-jcNat#oGfoBOQISi?z51zd+7?Ji5P zyav==2Iul*yzlf+9^huTup|To1a_|ee1C^@EeNOS_?B4kk{}^<<-;}$RvbKZXfk&$ zC-Cj0O6Esw>SVdB-?z|bbbeIlnFN&Zk>bd+aSYFsUUdj8S!+qy(DnnXfGkHYNqmbbe$)Du4t=}G@5$&@gm0k5&5^y-} z;^p|!TZvMlY6Q9lJ{ISMDVx}PTJq)B`@zVA*RKHn~-Ev`K9J<4li^fWYuttnub(nlbTp?RI% znWXZA@rV=30z8EQXBQC7-)v#%xd{Rz2Z--nw0G~Wt5h;H0JqZW{9^jwzf={s`MoR0eAOjG6Q{$zuikR)^oIqV0{T zpAX{(4eajjW-P+ht*=BRSXQp2N(zVoe(UG7S5dg>8TR)h+WrY7WJv8G9XMI;STc*} ztUUBi2x&w6P*M}9NLm0COS&o_Y{snb(Cyqp2rG$%Q0p(eo(ffzL&5%i`x>?vgYyKP zRvvH}TCq=Y%rN2s$aRKq4*PCBKyYoqaZve_%Qki8&X>b|UxLuulST`C0ZoBw5cvHs zzI_^Mi0)rlP_H|#VWb>5=*sX?B(ZTF!1ad3+QfGAdk`=Q5R0<#qAp~cjIim&kAb}20QdK?iC zI(Op%g;)1ok9`lm10AhHm;hw9ar$hVYQMY_-DC3PP4Rh}J_N9;ZK&gSnB!^GttU<- z4OJCJLIX&R4^jY`P4KSF273y3uGkFjOQfs=jnS3@0KM#SbNM4_95`nRR0g?Oow&5$ z?wEBfF>}W4qjCXH#qoK;{XH5SLhkD`^D3cgp~S|J6Aw z=O_PRye~EI16V-EE61b4d-(8SQ4hn14I*j3XVNR48){YuCT?R|>Dtx`62mp>tm|iT3|I{p#+;yi@3@#+M-}1DV(|gKfZfXvx=f6S;t`FLfujUAJ1DyqxCbM(hE5Yg0-;}(o zN8gDY6`aGSXi`XvR^!|xN`(!w8Neb#e(|s~?1HY7kId#mWQm}8#btBy?aF^M@|LUQ zcDd-}A8p)h{WQHjVxKEXz1KKJjCDt(!)#vx)D72^7;^|F;)TQ9LvuQq(OhC1z(3z0 zwgS5k4fzhUtLqO&uGpifbQ6?N=mvEF*lGGNKNk$)EN*WNxf_w%X)b?}?DMwdfPm=4<>k8bU4bZ7KR5~I1>F#b6c4}orpt@gfyNl!EsTQ*TH^XCO6ug5437`l|HdV|o(8wwof_NRAg z;r~Ule{&DC{e&2(b0jIGumF%Ae8R$hIDe4e+bA0o z0X``$QO`D_V|wi~Q#BFH zkv~kZ6@u<9Qg=pMMm~6hhfT~D?Xn}KaY!5qH!@Q+S%&)Tx+)_^L(u_A5aq0YWWTH2 z`gIEC#aTGTNbm?l>q0jVCBD87?TXD+_+^kT@xZ9@72YT8t{A7Yn`ur{wENDAXj-^9 zITXDE^cFi^ROm|gCjXqi>7VQ{vojl`)o?9TN2LEjhM|xrhLZMG$pbwooA0~5ySUxt z@IH+4L437cbCG6NP}NyN>n~Jx5xa8KX^sv?Lxa zl}!_hY>3C)?;A9h1Ro^PweL94j(sRJuB^1Y`YBk8MLXGh62H7{NambkW0wOwE01$YNN#jsS zY61QJhz4S#>Z6DvtlBiwJ?O_6Y6(MMOg192m*j7_3#cEYQh zM91ipY|O7=HR0nt&^ya0NJ_Gk>M?>DamFo?*RHsy4*kqC^sk-(A@+4Qyape0o=agX zvXfBw6Q&1n*b5}DDGmcCNF52=Pt$;%fQC&fC+2oX z=M#!S*#-3W9cly*R0;$%Gm=`OoVge%#7h* zl~f)fl^+bD0k^1v01hNzX3N_d$id@3+}FL24sQZV(;G0;(uMOa`rGX_@BSzZQZwF} zkZT_%pc_c$-CF4Q5;KEIhp_L%^)+-RkvJ2@fEiv$_q5R3+S=bZj%YrnU27R1g(47M zLXec_t_?%~p)O#?}OGvg^^IDKuJ&Mt=eSi?cIVVv%CQW4PA<2x6LLA8@cr zy@3gy|5IX+Hrd^BDL|dEk+%Ri$Z&$J6Ut>mqv2V2~I9b z_BLsZ?N=#4Nrv2jGf>!m1(=%)0O?!uo9x9T+(7|K`t{9M@@t2io1Qcunz&%vitLI_C5m>3q~YMzt#2kZ0ckQT#Ic1L;JEqN^KD2DLLpN)6i`#Xi}Ea?b%qu-3isL=euV9f ziKi*7ybf;j72c$urzv&EGkf(j&@+iurdX873^l2aK8NJzBW_~kQ`E?+6Ozj0oS&_Z z`FUTv)?~hzp(1H9{f~{3OY7d7+uA;qkpsU)9iSWy$i~QI0-%jhFbB2gVc$ujKMy(= zRaMXww9-J*k&y+0sApJgdnaE;Uyo9_7HX1iRb5Az=aAZk2eF9Q$i9>r2<9K z*V#^8k^ow&r}Hig+e{)EsK*~P6bOgmlD-K$2DB0n?+$Igpcy7zQ4BQxq-?6{t>B+%f@ZK?Yt!;QsgG~V;QV9c;Zl3l@QSHLdOq`J)HvH=X z%ciT-XUy0Sl$DwVBnypYilI6rfCrB+rn=xSmniIqDPx%!@uhF|>Xec83Wx(Dk~AIe zTqpZ2e@9k&?ob41-m-j4Nnv2i^!oJe)MSx|3m=zkUI4$;zhp7)!&$FNP@A3tG7b62 zx?;9S_g^!yym?V(k)8$0eJuE$vA%955a68#SWrh;8ZN=(PfQyj#)XusY8F3*299jZ zoIXGp1b+v%3EHG*;3H%>hk;+G+nMYkPZ&C|hkH_|!U_aMKk6*zF1h{QU0D)k$nN!b z3@6x6#o&&`fwtXjHVrS1ELVtq+3{wofmDA)#q3ztTH73@dIVBC)%wgJ{Thu`Be_3d z65Z132R0DO$sc@k>1n%GCbGxVgl;43JoR}pqUC5;B1;7^OwXzR1ejLB*rzHrl0^nL zqc!^bK_jhm(xmu~y5&I#iE^*ucf}~I2XoCDk`C#p^v?l|c$)eY9p&CjN^+LeEdwd4 z&S-$(unsEHOFQcJZigB;5_WjJ7wE7NV)Uq-8yOjhk23h4621W5V-&3kCee)UNi!i3 zzUh1h3rZ>ytpn#+i}b~mSU|Gj+>S)n%j5Y9dK_N7y}f?9>?ec@+x$k~(;Qp-nMY9x%fP`o{eu=i{P_R~_!VxXR;1%9lN=X_XyqhYLbi z2B0VaARK3U(N4B9Yg6Rn%7QD?ER$ZC3^fF7N$IHFbd6&jbADlQUrPy>OvnS{0dw3V zC%QB$hf_w+SQO2>uanZ$_wo*Ps3^)q2amgoLH}^&3a8%--I$gAmBV>9*Q@&?RLdHy zJT8pzuyqPwQ)+f~PukEO+}6=CaQxz3_jt=|O5x5O25O@aKG8fb8UL+|_delGt#Mh1 z5XP>2dGRszB_PL(eha=eHcBp8QrNyiH@XbV1?qm((GCR&Uk)Je9a_9@)zG1B?9v-> zCF9{h-%khIIgik&xSP9Q-GOwC=0gFtNKysd40lm;;uhd27!<2!Y#d?qq8I65LC5Nx#X!BB zP#6MN2C1NIs#W1FmGNLONQ9Fv2PIntz|J}VMBPCfPMZ-`hvNkT(7nfFAc%migh&&@ zrbm}d1m1u{Hgvl#WI#vD5@w^{Ajd}f!5F$J;J^SH2AjvO5w*)p9j1yY9dT5(M@4{W zw6aHsgTl8!0qD8)Zp^lTOq|mQHFD5EfgrY3-UwR8J7{0#`1N?W@860`p>V+7?I&dlj#-Mms+NBu7J>F%%|edEwmK zNnW1#?!{LTuyz-RV%g&DO*|C8ML!?iWOmYP@!{M0F|Tzdr#8cn=5hF9(a?ePV~L6a zyZxGB9!1i+iR73w5aG=FbVU5(Yi}Qsg z?kt$d!BN(qTRC4iSN_C) zNG;x{fv4FSV7QE%zSV8c_;^d$S0MV}A!-|nE#oCCKqrq zJUjr1Wi1V+gK*=(_PWXU-`Js$K}$s)*$vbj!mEy7s-*BPtmGFMka|7vdpaUiZJ%jg zGKG8YIlU#g(ty%`-lNF+(x2-vpmwnDtdz)MRm>Dt`?SRazn8LM(o|mUnu#FCu#L?C zhKZdG1voDyA+c8MYzH#XKsHEmNwCTg=!LDNJ3IP|=!irh+h`)xM5pSXxLAcY=&>(h zs3%8cA~jz)b2K4JudezA0&3FODCeRgf?u&VC*b^gfdY5#j4#5kw=r zPQ$&WnGc?HjOF;A*Zr2MIi|hKz?iNJWufQPk``@(TCfEy25H}M-U!}lBEccY&0`w{ z*4*k?fWjRCl=I-VTKMqM;`i&JD4nv}|oKfU>!G%wi1alO6vgE~hDDL05? z6Qj##u@+nD|5tL`%~xv%dfCj6Yv8l|bjdV1yFV$Hq39(|O-&%XAzN*`d?S(CEFO=r|lG~G!F-;4EWd;-XgNPem?~X3JK$YRrxOqh`wR2=b4nyVj#H~Lm zf5BZcT*^FBH?%4j&6?hC7^}avK2$&C>uQ_1o}jbts@w`5dU|FoieOts%AeTsg>o-8 zNM^VEXI{~%5nBU(q(~XmmF>B7j6{?!ZM_U;*>~nm-LN)&+Te=W6oH=wcNT0AK3V5q z8B7?n=bsue|6g;uOt#$nC|u4~ET?$;@s{wj!=w=m+!u)?uKE1UiZ4v%cU~Pomh$6G zIVo=m=Mg<{CIkU`(<%b@Wv|r8+Aq$G$^C-;I4&T*~SZJR&`? zp<&^;KY7e!DQ1Jdjg1E4|0&aA{xgb1#*&fp+o(-LSpnu=cJGsI&$Ve>&hMP5 z%}OO_v-GtaHobN1QZkA4uohvY?~d|kA;cKh&33%Lf9>4AgVuPa4V2tY^5%p@&Z2Va zVYO_Pidt@yau6Nxuk+2CWoV8W5|k>hFOHB)$RME4at_Q|h55Ck-c~o6iofHk{*mhS zJ=A83+O49=NTg>LIFwDV*%4E+mFuV8A(D+-n!;hfw*Ayj#b^A9a^U=Z^hJSsSII>sZw9twSKuT=!U2YOOTj%DwrMc56$Of|3Y~E z@0OVO`R8x_i320h4N~vrEAGttuN`)|G)5Bo7_#ir9MK@B-=|hj7|IWXavPry)t4w> zuHMg6O$O9kf|4_g55_aW=c=0R6!7CBNqFdkoJ>-<;LL;N*|vWcBJVymv!305^=C{8 zUp;Zt$6z(*WvqLB5nvM zy0!7>B#M>;8G}sqqK;-3llrYLv*)>AS9$;J$kIk*gOyRZ$SO_;(O1!>6i)qZvlP#QO%+>!{7*M zaGSo2%LKvt7)jma7W7*{YR4D!V0zR&`O-4}+cMvE&m|+6Yd|E$yadCZP*oad)~wX5 zFljxn^%LxU#?wvFVQ=68CHS{f#W8{#i^q5Ns-B9_;jn#b^75<{z=Pqlpano6316nR9u7e3uDTb7$vKR3 zeZVS`yg(Lr12U5*O%bl(t;|YKyX{PUX!v+Chy_OD$dUQ*xfQ~AJOr?~+on6H+X-KX zV4OQTk+L09swImN2m-sd!yZUc+^!EraRbly24X|JEi}{LtJ0RC44*G9jlT-hhG4tY zX|u7B<_+R=F)6FFXpfx0Wp-B_1!3PEvfNy~nrl z0g^{W0NM4t@i8ZXdj}|NU_m6(5$(*RUd)SP{Tz)I-yH-L{;-r_P%oDEzx42(jWiET|h>G%>C+~lM zi*ct%Okr5YmO!VlY1?GW@0o4gRkKmThEL9PzE|ipfpuFXcY5>g_UReSEgyc|R=0Tn zDmRs7{w^PCt9u6Co%_{_FkQ(bL@2E`Z04>e-Y;%Oq!{1CV8(uXZA7O{P}+b**t zPMkR5&HFB2=;2-_O&9vH4G6$ki&QE$8+Y)YmJSE;L(q|d6NzC(C_kJkyQB;qLiVEvWa3Ud?xL09a^u+50MVSd{ za!}($S*B-623`|@f;#XipPTCkUv-WpsPvW?bar>=;Bf{*>PbRPWUR9HESW|vfSMY6 z)eMS1G@TUaA1Hkh#~bMt`_P* z4$poe!%dsG@G=rydM#L>iT~GWEBx*S?UTDUI_X~XnvxhTo zD#f)>+yaJVK!5zTu8zW)-mh*vaQ%th=$h55S3fH*-r3Z$!`}Y!hmb`Ut}UWLk(Yul zUgSrFReMclWsA^26Q*FF#rMF;FflGJ?yAF~10r}?L?w7Kp48S)IFTj-_1HcYty@^G z*ddgQ{_fp7(?f?QMC+af+m#FNTTkD+>;7j#LImC1-M1SWzUd1NwsvsPid1n=u5jsV z4|wxtBWuX{z-Fw5^SFC(CmgA`5@fRr>UlUr{m}^h9vC3*i&WM?V8?l`naL#>TF8`FZcN zlr26${LEZ`?xPsp0YA6_otU_B5&<@w!HR+2)CZ^Pu3`I9_t{r2-o$Iu0p7F|gRJ$g zE7)&@Xo>6S(WCE2$6pDm6%-KQT()c(L)!r_QwA}(3lQQZf&2gF%-rkT@o8zhpQNRo z#r|pjxkNnIFEDUAz=RSdV>yV~u&9JKgT9GLJ?8mJBa zSZMG1&JS}a{ydgi^z-bWzgxjKec;bu)oA17a{u#JZ#j7TsPORx^D!6J&nf6F0lvz5 z21EPo;PqG>D^7hF)m$Jj`AK>@%3S51KB1QD!otF}t*vn9CaiQfl9ar4cgeD!9QXREkq~(@ zQYu zC*3kdBV(~>;1U7lbZ4d`Vr#umpU!#ta)N_{19^SG!t`ccMxG2Q5D=C1tfFET@CBjO z))LsLof%vc5ZTYh0vKY!*uR7BxAw;mF8rb7JW%j?5G5OmG7t-pD+EfXgv7*?IQAM& ztf9d|ckaxKO@!|1l!oMUP{xMJ#wcOuOq&FWVsZr}lAJ84L@Rd`T=ez5x7fNFuep%P zd$g$9%5rA9hUCfgbj6|JVJglcs%9~scyK#*@Z)whv$PBV&;IJ$3A}eH7-%rDM*{`| zs6??WmggTma^x8hTN~7y*nZ?Bm^W|UYUl1bIOhF`MqRR`E36|0r{P^t*tt~5W^I# z``V3g2myu8DK3WmY{!mq1_lOYm6cIA-VPnAs1ypppoF(?xya>%dpLOjcRLGx!_L!*@Q3Q;2FPKSCmH*(7_?B$L;W|rS+Qso)$+Z#I4y)- z*GP_{0N<7Eq1@WmhM_fn5Pq<;j(^FT;-hvFvXo}!<2WlR3~AxQgGm}-xdxJ58M3syci&``8hWh*3ol_Vc3+idgAqsi~<@O4ls5d zHKJ6N3G}ll?+@HNn`dL`-379;6Ief6N;X+#yBs9idAX(vi<}l%ct?Amfb@yb59VQg z{`?sy;y4zma7tTnh0pRFW&GE+K?p#l2i%^GInTa0ySk2J!C_O{;)b_TF}Z_|sZ2@K z0BVeynq7sml9F}fyP3!<*?YI((Syh|i_LC9du7i&e!K#~ zWy70$9>m2>V3n1ZH@6uu^E{w-Rd7d@>zSFU3>rPE&lL%kHc&soqyXOs+v3HGuMUrc zZ1VBT39yqvOh&w|bx-3KhV~qbR0lit^vn>`7OV2|V@-|NvwFcPI2umBRKt<`U9h&H z;kKiB#z0)^(}a@JzS8$UiiL;g&Y2@Id-lze(xbc8qBv0>{R-SX?_;!1-@iHU^@ zGjR5(@1qm`=egfM4!Ot`#ec4WtM;$oENLR)&OG`GT8vd^b%QIams{*T)eX3bpy>p@U-BeLx;dT zJJ9>V{9Y&(?qOdmDlQ)1%RQ***lt>znq#b^p)XBSu1j`M`>tR87GXrzjF1R<2Dc=}j{P-y$( z?Lk)76X{^8R*Nmd8xh*ItNE=NLmF!S*QF0Bw zwf5Gnfi>Dg=+tUK1Pg)lu&}V8ESe$6ufdSIw1~R1DBQ&}e~^#lQaU0r5j~$|Iic8p zEO_=vTi7xUx_>QUndMn^yy_WN@XzTTmgZPWyHbwLB>65fVUiW%@K9uBWzmlnrO!I) z>-&n=Nt+(5e-5M&xEfAjmcywJQE_ook+Zo5#|n1WKwcuSn0v9YFVKuu9&y0W(aBe& zO6b6Hfyv|lBp*$HsiopheE8+d)MlWLLq)qE@+%!TH`D$5L8d8vZEEU!C(JVqpLqPA zI*J9HCBc2rfhcHHS~LsjxvJV)>{ZEslwU*sxOeH#cEy~rMSzd{zg2D9{%^{*Ki{`o Z)z{D2^8Q`H^(_3^pt)5ePR-Qo{{xrl-emv) delta 122915 zcmZ5|bzGH8*zKlMN=mv*TDql0kd#Kc8>HiFP(b(osn)9+$e>*F13jYRc0(RK6gK)g&vZ03sr;-CmaZ7~t6a}? zvE9$}a4GP)>e*5kLZ+A>i9z#QE^RXbj^3U1!6Zh$wl~AK{#68i*Jpjbk&lmlD2wN* zew3A0Q0U&wfgGF+P0!;!M|*u-hf>&(85d3mM<`cv1MiLk?I@F3b?_KpL74$msDj^% zf7;X)i5D$xZ=-<^M!}{?yLnRbT!|@y-u1c*ZWlCxAUvq^JGIQw)9(Q z*Y!b1+{;vUYAPz&BT~NMBRrXM;=Y1gzodkOz&hJ0Ld~g1Ci3_Qos(r+a9dGtO(*b* zvL7ed&(&`aziRitC4ufP88i4Dvkwk7>+R=Oz9l~uaNUR*Jxhbqh&eHX!A>J^&Wo>n zgWs8|n3`#~{=raI6j*0BgI8hL@pYli$F2VUY|c?r7#Rr_10$FU^5)h$f`-Vg9(%;$1sWSqXw$fsRg!N4;vD?ls-e%UkJJDME zIlkgan-S4pRi=>Kz`D!tcE7o$^9aG{vfKhww5fIHs67J z^Ze_?1TLFieecG|hj+5#^5jAvbCg|tF1WN}yu8rTIG;yGp!$3^G(`9)7uQ>BZ3x!& zu9!^BSD?G62bYjAth2LI#8R?=h6O{4tcEojoq)xv8w!dlCBIsm!U|x0Op6-yTDsl+ zReP1q&DUL(vPmYr`p+`2U)G^K-QC->j%|O06HWhJGW`43?+0+U&p=A?SdGJ!bHrp+ zRN^gsuFv)+s!Zh+L6Vk~lvvHymK6Q*Z}a}kY1A1Yxywt<&5Z}${w2!bu@0&-?a$Y( zvl$p3hNLAW;m>wwg4c&qKl)xCZ_U;{CFFP$)9!a|(i?&6d9;E=$gZEZ>7o7nnu&=C z6&$I|=4ci!4o<-EF!(5E_-H~l$#iaWPP=K&k@h;9$?oNz@FNiX-TnP2^a}4Kz^@d= z7-_iEG56*g`Y(=FyG}&F28RFqsgab554Cz8(bU_`B%1m-IdQgM{dwBk+nZ}U^(7)E zCZwW*!~J04o%v9T@#)q?hNN%N6(c7n&h7PieGpYKr?zYTfJ_{wN7k>2WiL8MIoBXsocPdWZkGSP(38ItmpKJYdAUUCz% z=_2y;^Os#td_N%4JDjo1F}}OG6!5#^(fq7!{I&yZ(sTCIkDw@IlwQ02`8o0P+2P5F zl$jY_kz#s~u*ZI``lnZihlia>jF2)8B_+0{rDakF?L(mg;k*jsy;!%7<>6F{i!pBc53wVNu}qJ36JeB%!9Ub z3I?T&5Rhf7phitMxib1+t`ogyQtkeHhEBqAdJ-z=t38Cpm9vmRLpk8LE$S!St1qlB z*@QWhN1l*tn4DokeySytE02AYodo~)&t%WTzJX$~WoJo@EbPA9dAj`rmz@0FOpRsF z&=3X!GG-@OJw!JFQBqQ73b~;_vmEUWLc%x%g%&IoKAGk9cab!Bi4T1Cl{S+s!yovu zDSZ#&z(a+PkE^_AH_(+6u~jD)yV`F#sD$qQhqFaVU%Yq$(xzA?5B}I2f7oyI^7OFJ$Md^TOP3jJ>nS6nAq5_ zOI^XvHy6$!p`p~Qte7C54$sf~L8Ni{-*}F+Z(LY{&|*?A!qlvI^X~rk04mmNV6S(W zj}r5{N^>oBedtT!SmfP}&Z~!e4U0j>#BaC8;Xo6RN@X`#+TVAmGbQjiZjSp3#XJdK zS~6nQtwlA2Zh7Cddcr9yD?glKRaMpHn-wl0Ardh$G3_Q7`iH>&S*}L}HbnB%tE|r( zaxdEr?PQu<*2h2VJkxJ!rEb6;N(@Bv{>q(BWXIg~!OFKQVC1AM=;%r7il+l$qa5B#2g{}5zmWhuR}k@@gjy8W)I zH{RQ?s=~m)kRfULY;O(~6_xX{l|(^Ur9@-k+qa;K3de+t6*d;oFhCo7Vi5enBn=$@ z?>5MX2)s9UBiVaiTtv7hPo6lveOv3Dg?`k69niO^hd*~EkN%KvYK02gl}2z3ifJm- z^HmW+X9Ut8)8f*{_qsY|_Vx4QvKS^FIrf@W z%n>7hW-;7ZV>!m-b)a^ts@nVB5>++42r4L8BMFtZ1UY#p@WQ`u8Z^M=m1@%UZ=(I> zdT%cFh2=1bofOsI$8CC5vPNJ1-3i|GDkv;m$GK9&O%7#?MS9*DO~j${MPE=rNQh8J z7`Af>{-P{=hqQZoxcv^#o2;Ljmv@p?_*hRbz(gpBib_y$W@SBw2`QK@RlER7;QkfJ zuFC9ZxBih5y1|91w0XM~Yp{?By+yshUc4XgfFPFRkpj+xj{v)2I6FIAjpxFVk&`>$ z-FW$)&wCWB6-ISU%0{tZQ;2kC342r;b-{y$a&+8$|2+2NK*;)eXgfhw7;)0jdSy-0 zNA*t~hpTZpGz_w_BOgBHdqZyYpgS(_>_qqWN-G)1f_L~6aw7jigRovevqa-917)+j zfPjGZ>5@b20MP`|HD-@?;UNXVCB8xzb!eqGdLh&5+FHm#$2|oa8X7oi$-XE8F6R|# z#Vnz^$`)BJ1T8HsG65$T$b+tjyn7|6fz;@<3{S%EfZ6oBm5Yse##jl0Nhm0wuemf0_L;KcUS9cm z-d^!S?-l4lAiL412*mb)(x_VTrcHm$`3+4@*!~f^+` zxw&z%PaRz&qF^0*zzen9wY_;Y``^Q_u-48C4#w$LDtb!$MJGk3!~gc7M$<7e5@D!XD>?5jEd_9!e@ml>)C#QRR0%Il zUbRc+Nkrn&cUFIvtwmTPIXgb){zJ=hj6sxQzP!3B71|zROpJ^k+RaeIxY9}1?_B#z zO02Rlj_Ft6|6R@VoQ2~T78XTHz0={8{-`iw?loKyQ7`=#hMo*w!LkCaVih>>-~$5# zOvm}(XIIizA%RR`kI}VmDz&;E{o`t>a?Q=laR;RYj*Ycw!RuL*oK*q+cHf!YxZ(j0 zUx8RDQ0v&fm{KEA$M#L~*tvZM9i`yYr@4YX4wV8B-PdKC$ z)701)V6Gzq`C}w8FvG!WET85Ycj*ifx|?8*V4?4c#oFgGBjH79EYA%SXdZfXK>c|14o|O9Pz6vtpCr+ zyoY+b++L=1{R-FA`o@?d(1p*nv9%TPDof}g)TcWjV*gv{b)a5@w(or#JT9&RsE*)y z?B<&Z%Jmw;l9G~UZka}D7ReTPg+bUBd1kf8Hxz;_toT~NK~pmD3E$0(`^oR$zYlk3 zo|&1OcTG+bxHSE?SpKU}h?kz8&S!0S^KR(dw`%XX1N8bcT>AU}4Vw4jy@Sc0lykbF z`T2R4u?~$bBF>G7Z=kWiJy;;Gv5=wScHz4^bNd=6&H_php+f4bhwkfqd29~){M@d; zinF38(H>4{efu;AYC^>#O6+Q`W?7dr8CVg)<$IIhh6a96rH)Rw)eCIGO>~|dWmlbM z7fw_B8?%1@o|BssBzevXYZb)Eo14sa?;=hxVhth;S*n@(DNB*3&(8QW^KY>R;cz0G&Je@$4GEJQ{$g_L`nrr;fIw(af zI0+oxoS0x4050d240A;Jvm6%&Dl$lcA-9BsHNcp-5o&4a85vP}mTQiI`23+hfbHB0 zPL}>Rv;WJqbxLs5Wn!*e@Jj8qsLr?DpjLW%dagA={?ZRqC@uj(sHl$vEiW%&0Q^V> zTW`#hzu)67x&o#kJ=2-Igs8LG~}$0<}pV`Ti~J7XL>z;7lcD~r4axd?*tGjbNL zP$&t0W_ev|HsMvE!X&utMZxdz8wQI`VJTDrH6hf*PntXwp^Qw}eb}OA;{A>3OG>n$07m8PCGdc?RHkCN z=l@gh9(KiheB6)JR7rJvcQb$GY+^1G>DYAt z2ONvjudzldH$14tgzx0y5~NnbBisP7fVwv@y1C*-;o#r^z+;A3n$6>WXK;M^HShR> zuyW-o^)4ffi7&3NZSRz-$h`lz?mfg1k{@?Hbv;h<=qTpK2<>DXzXNM@G|}t-S_0^7 z&R~LmyYuT27Z+Cs9~k|jqXpR6-K~fg9{OQJ0}3>D(!}2O$uXQ)x}6Hu$;oN_^tsQr zsQR9fP71modfzwDOTnO+D;bJ@dYAuj5QP!XEl=%3*klS*r<@1OSe*13J-u#YmwTR3 z{TVUt38NMfAp?{MDki3MmXI4A^*4K&cEp^ z)@|Xr%ZHgMiqDlbHNjw8S}4JJOXh)3Q*aI;T&=;WLX`w#B0z<13pI7cn2#Ry6~5eV z^t;A3v*6aQV?oIAO(f4BJrS9$wGRF>S!TN29eVItfbd^H1)eG5TfS9z1n*6r2FpW6 zf~Nprg``$W7#~`QpKd4`AWFUbA^vHW`Zlb$-CsJ0`1oLF=VkPf4z9D379%4gNi&Xf7s=l?kdbS&MNiulSpfzg41PB6K0zO{Pld&}zu`yetyF+0QqhHdcM zmBZzpC4v1c{7V{lclW+-EZeXhQt0s^O}-}|{#Qp(^V#z(i^-iW7FCEl+6O*~Gt~Dj zEVNg)NDLx?5ZLs(IbVb>0Mh6@X;q3n`XX`gPy73?l+@;e0%9e8gC8RB>g7v>v6I8U zfBRAmS(XpRXqh9yptkn)8(1Bn22@Hln9VFKbn!>^^`)V9-EvudeKHM}*9rAK8FxlH zzvzT9BmMLue6u&5&vtc!X}aU5Khbm;Eel|Qk)XCQHl(U9jyNpuTt_VL|4Runzo)7y zE7N^_NUTFNTwJ(VSe@OW=@%EKjI4(208ajJ+8Aa5dDDssI{Z@}B&%RTA03g<)yRZ}gdP%4yTf19Gh433o$SxAHl%DzTvB1;#|(>U)Qx-fxAb^_%goUNpQ$MtxX3P7_h{YR_ zjSmi@#m2^h59VQw`6ng7rw$_Nx-Clf+JsMiF$gXzvki={N=qXKvtpifBpx7bSg+1R z1CCZjjT||aE{^z%)j}Izf9^D_vw3}UwNrsSmzY>wTO?qiLrB&SSz8n;J&$tN{y_Vn$*BCn3y88PH{O!;&1OIo|*mM3v@;t%^>l zcLjnIa9E@;92}hZO%LQg&Qr1KN1zYMzj`GLdI}&Hb%MwL2ePUE^rK51TK@9~9UB`P zdYBsAJzV;JmR|G7iRT=O7&5JR0bnXnW(=wyOG(^g%6_ zWKi8Wt-|xVeXjf}*T_^AiVI&KYT3JqrS>*d4*6Cm$>kv4K$+~=1T77T!+MFLNwQK~V>65M7} zN3uBzWl7C9yOqSzp+7tn*26=cA1un5n9$&(%Y3O>mw_V*PgQ0`Gp|h{1|bikAJEZo zuv`-vxF4S^;b8t3d93UP-tP_%ouuXDOaaN!=y5;+#^^8*kuM^@tdmoHze=IYCf;KgA-OHMeVE{^|9K5cAi`O(D)Fvc?x z5s^dCLAv*4+w&F^ks{cn3*C|Yvp1_;%<)TK>!JGiz@cEzf;P81{v^em%k(QIA`+4@ zz*C{@EEtkxn}k9d?{^2@1rc7-%$kTld!}w#hv2$9{;H1i^;)!5w4YF!Bk5L5`e{{i z9OCl;-EwHuBkvhHIG;#`LT>FT`i}n~s=B`K+R_p%do%i`hMwT+viB#(tY$tp7;s!S zNBc@&myMUce!4r~Levw++p{*P0F%&8L&z4P?pIJ&?gvHwa6*pKcr05K6b_5?Jf=v~ zCVdAU@eZb$1kzBj0RW}qqa%UTf#S2X9o(Ho0PFAl_YYja42_{Q{%)z$GS* zc%Tg$92dg?TRU5;YI5x^IGUAYe7N-X{ZoEIxmYsf9?k~}Mz{Pcpq=pM;p4EgR7rP2M-;bG+n7uX1k zVVG_m{LPKxy?!KK=eOiF*I6<_c<6V#(n5HzACD2N(w>ylflLtP>qU0imWq3}421*cl@G@}{lyvAa6{ z9%qP#bbDIT!R{_5fIPuSS1wY8YRj{Awi!B?H`COEs&_P4{my_^kW9cfcse@$T@D~z zuaga{g;v3l@KKagKn9TYKkyWN{c^mv@b5@)k3`JTIj!*yPnj!C<&4i+8QXji^cvtx zN}A`iz95qDBeOu7h*ZXu^KBS6cfvS?$iq3LwSpKjgvcm4yzbhn@Nh@4z$ zOAy|XB0x6@CpDM|zDG!vzJh{8Akv@=-nF(5{DJL$f!_-U&pIWRKIOR78yDYK7?ReD ziWBdY5#K>euqH8uWE#K0Z}6VknDr4;GTYxfI|DoCCI@+HZDf#1V=3sTs*{qAY|A60 za$@YIjUyHIR(t_r_w>)?HR&S~rlTv~XfD%CYGf)fPXM}0qeKk}5d4WXkQ6C%{@7fYAJnp$0kmQW0fVRIt50z<-EYuq#3{rcz(bM>>D^Llh zN90aV@7~6e!OhlEuYg}wJA&jwp~Rtn1T$!Xcio7G?oS^-VU38Uojd8CB)C|6Y&2QA zYfs9L7x=ryWAqmC%09hrIf&q#Z~Jg_UC|-GSZC?yxIowKx2}LEEABv6Y5jP+MGVxc z<#02J)j08p!|OXAqlMPr*ObJljV(#>w}#M2n`~DSqr^~3XW>h;B4|&SitQb$?n|&; zZ`u(V6sd4YN%_HC3`YrJ5=YI>S0P+nT2hH*77*|_La)AqasEXIAsf8=9!)!`aLTm# z-kmF1uI5fVrVJeMpR$4Rynrn7?Vc32wZ)He2#*;P;mWdv1Jj>HE`H#F%NC!qzdka} zg&>zldou{WXX##i__$V|ZN<3gRM6EmqWUhoyStYF?c&&eiCnH{nJ6fC4pGi;gf6fBF;y z06Rg8oxd{ecW#!ktDGMj(EPa^22_wwanygJu{UoHXn0HOCB}HQwNkxNq9< zTZGQ*gQO>GXpaNlv<-Z=NoHAVBjJ@Nt{224SD=AoH$)B!ir6}sQBTUjHoK0PuMUl9 zDA$WjBPdZ1kC>b+i(EnoC{eFjBtp!!R;L-(t4CzlhuKVx`Wu$e5 z5h3BE2Q4+vD*Z({t#CM9=w>vl>7I~1;gs-DS-w7a@w02Drl12h-t;U|sL^Ar)srT@Ufn+l4<1)qY08cRz@=n`+bHT|N5 zSPH5G5NPv+9gmvlbC&QU9B;#mkcAdA?+;jZ={D8Fi{rh)1OF93( zDnRp;>(&(yK+$a7f8QC~Sr|fSqM)hg=2F#+zVP46O^XG80?EtESLv{S5-|CP?*Pg_ zP@Yg^+K-)#CBb}2n>45bAmz&HN7;7+n3j=v(!E}u@j5nDDISS^j^XLE6V|cVBxPaO*7hQ2Z+D;yw)E%qycnnAX!_l3U0`o->-AzG25$3Q zLsC~FG^Z|K1YUNVs`f4es_1esOO8a0jPTR%bDqD zWFqqD$U=hK*+19~2CnaKE!FOo+T%=2BI4={A;wp0^IG=ar{lNx;`i|#SKC_TyJcMnTVCHfjmZu|Y%b++%K zfG$=_QZha{IrRGc009<;t(9jg$6H-ZjQM0G;PfpOEiFPShao^CP7_z~sfpy5xcw~2 z5ITU{V^i{N_`8)w;;fHc0m6^oiuSA1%`!z3&E7n^xpYlR-Oqm*z`ZEqD8-9jmc1Yb zc+8miJ%=F$P|Z2So@Ir?9&&8##1jncM@I=v1z6-XHN#pJ7MtA&O`FN7Y%eWtl9C2r z;=~+$n%DFnHG%geam!I=AE(2@^2$Aj<;27(7E8Z{_@ zvbIMYGgnldncjJKc{vb^T*wHp%fx(k#M&u+W8#+i&Zdm|9qdv`42*{>eT-n1#q2TK zovs4J9O9oTsDgu8_?R~K$B!S*;9!9#=ZpLt&`Ji(xXsdZj3@CDIB24-04v?Z3hsY((}G3U@<9R4@gT?0R<~& zynmbz1*InxmLonTy1DZUE}1348*O$h;%gM@A8|QvPcu0y-@B&eF^y8`JFxxFA)L=X zl#eUA6S{Ux4(%;SfP*3c@Y5TGY^T^{0s&xqi~z7H)~cWY zz%U%x5~x{N&`Yj{{D>uNXbka_XG1SNv%^zU1F}Uu;Fp{?UkSh6sVAJ6n23mo=mf&) z(NRC8DHxX$YkKr+ZxeDLNk_HnkDRy0B?D8AjN;FN{$o~5s82Q@KPRGiWwBHCn)X>I z(DB({o^3oD^dowDBrKeCvtd8?*0R$p8+G`2y$0iEW-h5Cg?&o%3t0&%NKU%Nc~nUd zWbP@eE~DuDcJg)z)uEZw9JqU}4z`C^ypa@~A;dx)vf@yL8|rAz)VyO)SZ2=O6IwUK z+9qdO%TmOi_$}l;%g+ULJ+IFnEw4#mxt+1Tc+L6tl?<-^t9uL*E=*`%Xnv1T8Be^{ zUhmK^5q2;fa|fb?({)2p1L!=WK4-oBi@qOmF@b1VtW(4AEsCEeAeLO12DDHhJ;(xo z)4O`;LuTgZ$FalJtU%#-CHApV1h?NAxdA9GR=vbS)g-C~zn&^kN3q`iWd<@90H{R+ z8C0lX3`a#n>jM4-PWxG&hrtZkMbLf$HYn^-!_vj!|D|~7Qs$d zC{*8iMD?+Ac5lr*sa@PNn}18(l<&z&IM@A?>KCk31Du#(;Txj%dUaACF=xyM0F4y5 zDnNd}eV%2UMs^2?ZtmueX+ysb^q|~TY#$$=ktINzjg!gUu#TMwZ9-c5vroa8oa9b5 z`(=@6&t36v5*L)V`lpkUH$W0 zvuq_8PX|I@Us3m2(nWQOk_i;uoZ}fAj7haPLzX&!4g@{LOw^fz7fVy+2*OTO7YFSK z!bY%*F9y^hVeks{kQs2+c>YEI{aGiY+iG`r#z@#bWW1CB_=Mm>;X!N}u^YhGIMWIo zHMDrU4Zxvx+@TjqqZO~aa6i7$r2BK8b-Mq^cvUv{ zCDEbj*LZkeclUTvf6V1^>O)FjSe_m~6&)fsHa6!+*+A$6-=p}UF1z2T8#i7NiQ0Ba z>t38N#I{Y*l+7+0pX%=1oCS7%#?wDYc`_KNVq)=y1+W&6;K(TW#cKMCcpQoHFyG$- zsAZaP1}#B3TnJ3+$irXX8C4hz?ZpJ|=8%bxT^_9Y!g8`G{gYoOF*y{2!T&QFqofI{T zF3NG7w1+ zEJrgZoPqA>1~doYhpKQL2GxxgG;AP2jf-di${KKSOFh`)AvHD6Ml%J20WWS0-pfr0iM7$6%X8ufZnk_Bd`aVO7O*ofY{l^MG~y*Xl?K@;L8o3 zO|Jmn)WgF=#Q%mEn^NrOZq5fK^Kb9F00ncjF+%!I93CECrAYCKeyisM-3P!EAp^(< zEGOH;CgFfiEYaAoPNG5u40f?W3!j>r8sxM&Ntle;GascOIl2w1hJ`YrBC&$O4pFalm)1y(c93+OO!Bbw)AFV#;? z4UZx+F96os+Nx4-rvr5974T3b(0evLLg2vb1MWRuTz-+Uo@@Kq>Fpn%+-@{l-0eNR zy=mClUu_PF01^a9>k*T0WKksmWPQM4Nhan~4Sc+g3uJ?XgN?bo0Di88#K+@|)G@9A zs37F_X9)skH~Dd0n||OHoGg9a1BB;8?Wg$P$HuUM#kcY8HeO;<67O6Y*hnBBO4e+H zm3snjO)RB&EbsslVtk1DkdrOuS9*jyRIOQ8@^<^Xfd7p^z-~DDAI1}V8(>z^PMN$Y z7MRvZ^KS-k2OL&;)=zz!ZY6l)6WGLr>a0X)Ch&!l}jm^y~0NR1q0n_dDf)-8`v*iw)9g>?iPtBHzn2ks93DetVyPoqUk{w!*={6FNd_y}v*>-m)tGmfF86=9lYvg>McVE*NYdY~VfbZUpzUgi}{% z)jz*^l#~2)nb(cwaQBHP5s}&J;(+%>N=FyJ1zq-`Xezn+tXOALZB^PG=*5%loJKZA1 za84^ug=YxXQF z{tB;NeSJsDukz^?xe`g`dpqxwjYq%d=Mx^h49?ICX$1V4C$}8!7u~tAsjp*WV@qeU zj#G}UZaaj)kc;N%=$JXK_lsIk@Ci#YOTS`=7)X1`7hE3n*u5C&RD%6BbwX3Wt+`Hr zkGt=ss{rOUtG*7`QvDe>cP^09H|eNg+N}cQw6X%GgLp(YSGJCoyB!%Se}QK85ojb3 z^7WT@Os~kv$=!B2>pR+&@&%CP1Ep`ro(Q3U4e|q4rGTugtXJ&9fYX8Q#en_QvXb2O zHsOO((G@NK2jZ|mg~A{J=%%Tobp3ic5dDsiQF=Ht+&25VVD`1Q%e%XoJy@ph){aCd zPXST{Cc3Jc8ib+h2TES8L>dCo1NQLkt}09Nk^uWurth9PDH!mLZmU4UefhaoAnSS1M6whh=zCnZm*WdUNt`YeM;9mJrq{Mq*yEybyxoEEU z#5eX@zMyy(5&uh0uhtts{(6H&1~5;9I~blmJ|E1V{#Eaq={mBm1f1hl^@6qGTa`JluQ@g+u6s^=*5fy%P^?5V}I9kI~2d_^&Xn$G`xJug|;u#qyI*;7D3$)n-J$ZB4n1ZzeA?DJ5qe>K+|^MSE7aH{iG|x)*^c z1+*F8oYh7$vHZ~U0wD1N?q=YGA|Ick{xsn%IF^3#1wK3=0^*oXOX3PJ{`Kck$Y^eT zPyh=5gMIe_b^y`4uSn?wr^}kW@5M3{UaVb31Iq=W@BjdiF^L0!M|1^{Ko1^UNhvAU zN8yzr-FW|z>yLj`7=oc76u_JZzq3?Wri=tET&qIA%Fo9VlaeBeRxZ|PAf6iBlK3$= zl@vrii(eqXC#zZ~m8Y^5aT^4@4=et&%-H{ zLigl=ypjZ#VH^sISfHE(*RX0$oFYTd{(Q?aFzsL7`xF29O*^XcTk1qtE z1THXueKu$z1P!$RcT-Z8&1;6;UBunr*5T$u^4e~|1^=HBac~As1xl!RSLhyLVpyU< z!^T!FA=4hA$nYb?r_KLXSKVMy4FW3R4)v(?j~T0fi0CK^89up1jXzTrarbxE9AmdE znx7*KTHMp;+e?CE(etaH2P3Bmx-tMP6bc+j558NVlDrY60ONu2iZqI1mQ9@ZUr!!u z_|u&!?1Tg;0c6-Xek$0iqA1fa;|J^(d_Y7m>_Xe&4%`RSU|0lJHe_46w4g%ZkQ4(B zDSUt^SX(|Bc#dhDMiZ)i2He!)(NUi99NyOyAmBbv+JBuViB#5b|BpokT(kj@syL1g z^S^-T^Os%xMa8 zpr(ULC?qE2n|8W2!Ag$iOx<;;S6Tn|Ob3FSu8)Bv!w6b_Eylu58NLai4y#Xgj-t zcsbo!Rlbll#g=L!ZH%FumTn=yR#pRJ$pi7|VMIi^ZnjH{(1~sJ+Jmf*-zVt^JSXGK z!zl6Bo6!A`bfH4U(J3?VMLRAJadg1J9&W#Yc|Wm+wgN>N$oSW1_F3l73bx|9@h?pp z+dqE%*ah#`lwg>E4Fkv8=mVXz11%O<^o$)Hv9mXo2(M>pa>S(dD8c^)G#1&*F_nS` zEx(%eA!xzjr|}dkabdQ_p$C3uHTt8GS7OtSJD>rbd2G6+TE%RYNr9?V+ z@1|Vr+Wf%TUN6Jm)Imqmd9%mZf^s?XYy--#as&otWcNLIu?tul58B0_r}KQu*@(Ke zFmCREI@`gg&mIF=etI$WG*vifjX}16g{2PT#2Q<}Zl)SpIfpM?@r;CQ3U%Z|&ckJl zgtWAX=TI=RF}RkHSl#n}Rm|&HdX={13K(H+QDDKL=cm9aW-jM1({9yYrd7eSd}ZQO z6ydkmg$^Jxi?kiMx#oFu!Bq}X8UG{3s#1@aJgziGaJp-K(Si{a08q@_sNDJxf@7+C z3hR?68+&7%bV1$v8>963wnKzVt8s&h&|Lsr=a_hsju!3oZ#fxUEiD%VohGNoLewCb z#Uu-7Dm&Z(|z_EZy=1HFo^ zvBJe6LBBbD>~!mW*8ZaiZhs$0xe^TyW}Qo&aNI58#zDNwfor+SU-=~eZr3(2?7#+FWBVBo*rS-Rs59lS6rUcP$OE{;a?j5Q3j9LnzZ+_rsLRyWXfxeUBJJ_5v9bA3ax%-smeP zcUj3u%#%)^1GwyL>6^(4?9ciySei+N&g$)@wFL#@#|RNQ-oPAF8%6`q0z`XYjtel` zUocFBrY!Q(cVy|e?aZ6fm~A=Ylxd=*#o7tevz2+#FJEsj7_T+@$w&-5HQGnNviHbslW0sq>>H}ttGPBJw$^@H0M=x0v5(_Ek! z=eewZOXD&H_M?9OMKj|rc%K-`gP?E8KOU}G0J|=d*LnX}iBX zk>*s&knT><`V0$ugutT3kl&@RXwAWlhKfc_BOpSCib{2x!5fV_v$eH*hKCn%;n(8J z1KnL?6F&=!C_8kTH_Z{0vQYT+ik=2oA8zjSBtg0SRc?0p(Z@sWS=YG7OMS872ELD|9^g5s}pPwT{^O&C*al<(m$^a^-&n)-~O$E8C?l)$jcL4ZEwYUQ(lb zL#cFb`7Y+%TR(wX3sybA%Wb8SjR3=HaFnu|ClSoXvYldpI1Cwrt&5J&7Yi1?e%5IY zHdmlO>hOoNJo0aIdhTJkcdZRAMiafm79(&j9v@@8lKjLJ;hPYMfI*i{L#Jv{an?7AAy<))%?_X2<*Y`OuYNVpF;%~D z-6M%K0quaB3J#~run05VnIEYzF>@|kbnt$z9_dvU%~Uee>C|WHnmeEKL|Y0fB)lI# z0uB8q>>=e-TZ(pb9m49L8hBN?agBR@7(eWAbea;$v|3Q9C2oeC%_^n!l6t>xh`f47 zVkVwF7E7X97CFYct&SUX_h;?#9_4;M-LVYt#2?Miv3xQi@CUrpqQ738um_1$o+o1V zxm=yiQ5qlH!;L;k0C#X7Kc;0C#>~?!Q*C|={CCHHyZ8V2dgI5i9= zY!E6Pf{dJ5ojE9d;70HoFrX)zeM=U!iH2utVswLpjy@1X|=N0+!ffJ-AgS4X?N zV(9zaV(QtmNB)YNUR{~4@bNQFdr^Dz3h~|ca&aVI#vQQ2v2dxGqkI#(0OJGsyt6(V z84?F_>D`~`t2b@(sIAPLm{rOjW}!N_iZWWc0WTaGU^&j&up667&0I`=>MF`QRBZ&~ zZ1S5*Ke@R$rf2>-U7|k96ySe5u+$ZSD_z;)jRaV0;4Ct+tUf1yhTP~JtZ#}<34eZ& z6ew}zi@$oXv0|$OM;(SqB$L3gva*t2(p{m!;=Iy}Hk`(V5DZL-2q+3r=fa!L?H^)* zMsXz*bV2;r9h=tW>j!Kh06_n4a_!F-lOK%jZv6rn2yg^|O!CZbC>=l<5Nvi{mHqPi zEw}~oubB;a*{~j0e?Z~KR= zEyb1yN1FF5>DD$^zO6kai}po!YJ0A)Hds)rfsnTAqx3(N&d{yc(0W(}k(7Yox_;E? z!W$2q^*#(d`rNoYdxmajvY-3=OMl12C8ULoJnI*UcYY-_!_UfGNVm4im%>Tpi;IXv z?Yz zOM#TAa+ntaM$ER6DU=k}!QQQj*fjnzir1xw;1;yBot<5*?`?Ozl=K{>wY9ZHc(%d> zmaT!-hM1KL*(bDfaJ`l#`P*(g@#9MxV1@IV1(`*iI@HC9`O}8?;W`Wj5w12edBBk_i|@l<}Tw8rRp#v{WiKv9W>iaz47qkq2-o-dIUg} zs|VOxQev&12{+|BKTeUgzR)3HA9Ofg+%6f>Oh3kx9|>f6Jz#_z|18;JMLJQ|`Gg_T z?C>xBU%bq$K;%b?2kN-Nqg$JgtAxB%2`*_sJa>Wn;#}ae{O(K*3V`%KLMs36eEOPd zn25fc13~)%NsQ}TQx%kF`}5H;4YcuURZ@CnbK68)oN&yus%cZn#9t0pR^US=jlX~Q znO&nlK9OuW%mz9{W@e_Mu6LYd-Wnya>fhh_0eU!xu(bf+V787{66ofeyWk=?3}$ib zJ-?^dfVX^jb}PAldmef52$d>d_ntmVH;fvpX`k&lUuj-e>(&l+bw=a0PjFz>?f&UX zQ*HlY-|lQ@ijF4N>!j5deNASrUfM2O@MDW8L)b-uo9!{Aehc{D%Q8sGVfMXia_G%? zHN7CV&-ovR`@IHV-fQ4c<(&FrzS)6Lun3}+00r|A@spLG%xWr*>%=(Q6%;@>xyExKByts>6 zA5r6-{FNzE9_udG!*oBWms)I(P2=vP6d7B+JlSM2Y;QH&9VhI!dDekbxQ5Lf>C0uu z-|+Cg29+rTQ=^0Yn(uNX^R$Ve=Qs}v2uwmpopO{3pPAc{BE8P%ibuGWlnMbxE*z94 z@VG$Ipw&S~@Y;>zPIX7!bW9NutD{+wDr3WR`A!ow+&;o~+GpU~3KF2g)w`R=K$JVf zrigDw2H#qNn;vuFedDPXZ@(Zy#XEUQkHqnYZl`|dF_~i2Mqh9I3FVU)(rf$k1+(D$ zL}uJ@6#pt4QRzfE4C2w~gWeEKffBCsD_j%{}Vv^}dhD_=H!92$9qVmGjsGhPS zT{{U6)0oKZCZ&HwR14%DxIL2;GL*`$G}`xfry!`E&wegZ7cMM&s&CcG5c^6oUGfXK zIYskZtDI))`~H0M%I$Z0ZqKPoYQe?Lv849bC6b!7OkY*qI z=7{;l7i($DG9cvVb5FE-F*q!;2Oh1Kbqe0yc5QSLG_P|1N??q=kTnOdR$+z2P$Bt;C4S zmLDD5pGjJouY7jn^P`+}Z-r>!7fAVo-o-NH{X#&7xo*fy(OqA}&y1u$3q-;gnB4@; za(z??a-(S)gn{jwWT7z;zX%BN3lGD~Oa7qEVg)pch{2hf7io>UN}7UObE&BOd%ov| zF9XNKQLat{MMTLbGkD;xkNS&p9w%_LQz5{a_FG_|?JhjxvA5C9F*O-@nX_f3_V(by zInf)3P!<{I=JrM3&CzPjId8wX$-vd0$$~~mf4*6|_-xx$7gFk)NykSazVH9@Jpb=;e2?Q^>hrm-_jtX|*Etd-{9b#_6a^?paQ}!|uFVtQW|~Re zlU-b*e@or%M{~2z%Iv6!F>O2V8EK(F&M#*g1!n_dYHNjsm9~a62Ru8g6Xct9^wr{4 z&WbN9OVR4nCQq~@#tm+nxV+cpUK^?0XR(72+_Q%Z$}^HV9J&Sc?&o)Tt)Jns@u?pSLqj4=LcyZpg8zHiZtK4p?CoXxJh)p_$s>`0rasZ2V6} z^0iy-L8ji|chP>QJ#o$tv;P5$#NVrCnv}J)w4~Y`BlJ58+jOZAreR*sj7c?=mBg0{imKreqsA|L#y)irTXQDp6}k) z=Q^#?ucbCbhlMq?^6>LVlkYUqq4v-y<-c$F>!!EQvxLs(x;EJ({qB6BXbR4F+oH_yNa#$HTPy&np`yCF`E<{} zSC|fo(EMx?84_Bp=3`6a`zPkj@^aFL7sMosj>BMAmtc&ckFY|zth#Z9l-6-hF5`7; z*9N@AI0tqP)!-zPisUmb5(F(Rtz}i@I!oS7N`J0JG#JUMYrM1^Y0u2b7pj!kjNWt= z-Vx>x))Q83n^#dcH8)>fc=&KmNRsg=Xkww`S5{;$h+4e9mzD`^c-Z-FboZ-IOmVEO+2zT#J=SP0^U#jdQ456jWup`eWzIduaxUG< zwDk0X;Pb#K05^7`qR&3;Fidconu)--KHKv0?yF`Vk8~~`p^`0(3kwfdDLnU0>cZ&p zG^;u&~ujif$XUQVvGwsxylo$pD=pd+}pLq~l@qsZ*KVMOJ@h<#9zVNQNO zP?AJttq#`kTa4*r1oFxX*K0nqu?9RZDXL3_9>uAjMTc_Hd@^rRP zHV5Y<#XD!WQ}a$Wc9;5HxiZf7^2Ifu^aCe7%~XL}WU!R4N$yzH*8bd)mya1xi(LHj zuh(O4&fUvC_q;CTo%YX{?*5@^`eANdt6cAQmW5&G1s8$Gc2gsI?F|ldE^frj*Ku~l z>?2c==~Z`?3M0N9guG@T?rVjyEBg&rR#wuA2VNfZDr<6_yA(;d8WV|9s=1Lu=1&hx zH*XEsfRr5e3p?Ru5C|!g)nG%)UMTBQT2cBzN3*+no5b?9TciopRj$GJA6cRPb#NH) z?$~VF`M``P#0qXxIz)nLoD>+t7#XSTzszFB`VU#y#oaysZFF9qcpXu&x;&J|IZY-)w&0Z;(Vk{B`x8nGFq3)|uaT{v`Iz zhnVx{WI5ZqX0DGd?`%&`x$@)>+ct$IPpwFS_h&{s4eCmX?Bdw(a~~3KZ;NQy(&ue0 zo}T+6{N3^rskPotVm-iava_@8`7d0!XPC?@^}*+j?+MmTn^t-Ul5I$v6Er9cP@wDt z`RZ7=CuEH{C7|Nxkth1AS?>;HNla+yb1lMN;9zD2NGKl_6$S1*3+#>jM~-rjkl7u3 zAcppn)?cYL{`hSLuP-x-L!ZLKu1*d(dGQ_EYOx7dWR6#iyff1bcVaYSY~l1(#z@Vp zXJ6UgZ3lN{WF+NW>ovZ|#zJ}beU9_74}X62y;FI5sN~k3l53llI|`Hs>eL%%hcpTt z>|&Pk@@gzWkf#_MD_2LAmQA76-q*R+2f} z>IZzq`pXk@7`j;dcc^F-Nfad3wrr8i&9=B$|5apLmK{UoZo<*GfD}Vryjxu!$~OMH zNA1e!Azc|#OG4M1=3Gn%;^U2vlY-J5tC)m-m2Br!e(6>+kW7<(^5^Kl0K=OV#T;jT zqhiI?22W3JgcNwphL`c1?1Q)I!j}Eof}6M)n_AXMyM>t7CsMtc-PHY4$NucE76#L& zAI!xJ_XEEq+BUaI+dFpFB}6wh)qMC=6C>B9r%kcl1!n66vGa3pc5&F?)RZuaY;Ovt zNt2Vria}83W5-WT@^XKJYo1;%pa@{}4tZ0`U2uf@2Y^f*d#fNli^P%FyNd^Sj)k z^^F|O%naYmSVDQ%isZAiZHzGL2{M<>B2!b9nOe7e}TubE;hb>w%$rAlvn44q~mDluetP%_tieJPm*bq zP7)lbr?DVdyr;QV+dMsy^ucA5!fA6QgMR_Xf}qg2^R1yQG(YO-RMpOR=xGa3do_y+ z_TrcgvZ=p)bF$T;?%JQ9M6OM(rCRi+OS4C^Wd1Z&RR)_Rf-)Ya?i9a6NbpE8^-_+N zy5+f6inuv-MRnYp3r@yw&uwf-p<$mt^JUEj1%+Di{GwKdu#p?vX_91V+Mho$*@il} zfX;JRKyW3&!msmf{_M`#S2b5c+5EdLEf+nT>N?+69FUd$_IuVeOPt95p5rDWC#&Ff zYk8fDz_Q)}Q5w3(N8)}NbAIo2&v@%oSKr=2BkLSX#qRUz^xCSGv0^kt=F+>w4n=P5 zEa#=ucZJjsXS-R!*>$fjj75cot%4Ajv;cqzACfF|;p@e{I7>9eZY(vta8-CS+j-z@ zYYr8LL}oBmB0^X;m|BwOh6^794^M*iPqstsBLe5S#0$$g!95;LJD5qKfGZ@YUi30; zlAN2;VZIKh!lpk-Xkh$})BG~@YM=OezpDvAQMy{~mSHc^)n(LD} z#t-HS&J$O-)ostUDla=p+#UbxyGvlk6Fotrwe)+xoHJVgCr z1T7uA)m*b-$@Q(a1xxQGbvVmrM%ot7|5Q!o#@y(@?FJ|J27xOl71a%IzoAQ7A|=*3m~*SBsEBek zr3n^yW9ms>_@B!}B6s)*cP8KOOyewXSkzts_ZFg2uE=OkMnU2zz|s8TkTnjA)7z_N zhjq$cO*=&V`tp&xgR=Tk_R-HS!Neh{jJGFV`+dpMd003jetDp-e+el2$f=g751j99 z)k{J`X~3+v$~G8jr`ISl=9k+?y~S|7uiU<&(O+YR>hpPaZKr59$XxUF9@nUwY{*U? zU4e24pgpm?nOITs<-0f^8+KvDy<{?dQ+aKit$=FMS3%CH=$1ms`R$wPzy1=GoEa5S z{KP#UviD+x%V#eIw>fP-;hnN)iQkrPqcdY$eo8QLUt6_?-O$kOskOECCn$MKf|+cS zE}mWLdUEu+c9K@qwbHx!4z&V0DlIx9w!)uTU_M;Ahx8yZ8Y z?!7ot*qSFo&seD^cB47wrW_pGrf{pRpg4X`zAWC5Qgj|p=RzMp{w3eTW;57frE@nc z19kB2+WHS4cJrEB=_Z-LJ7^|EwNETI;4ko`!!LixAvjAVSyA}U<#(KG-w|2$S9pZ= z%|8fnTk)23B)!SLx~#ujSv9eXJ5PGUp?0qc+PO)?zWkrPO?Kns!q46w-hObe!H0pa zT$)4$c?bUI4p!4rgF^8l(qkb~yOrm^CkRh;Lq=BYyAb|i>PvRAyM?oJIp`>oKXQqQ z@J7YH?|On|8j)>V5(f5<^^OyjeK);M^jGFPm`c_?7?07_2)cM@U)7Qgv-8;54tWoO zX=YIa!A!2{p_mb+6@B_Mii?rzwK?KC4q}HwnAZ#@>p2Vz`#y72Ijy<-v^qUw(ZV~o zKoQoBsr6e@DVOkwwV^6EeR@0`#B*yrIg+PBI?*xlNLUVi%H$;!7PyL*Z}r!xYkUsO zpLG1c4h5$U$pcwEkgVureDR|3RH)*YJoq$Od>|M4e{=ujflH`aWLl_J0e59XiN9fk z9#gmu@4rSjU}K@{VXV_)Rx68h?h<|P{qs~!6TqC~D6>i-V9Ff4oZdGO9 zT)F#Wm#Yn< z9G^70A2~X3RiXUhXSv{47rn^NhCv7jV|9G%*T3F8Fur$NjHtNWA()3hRRACVjvDY^$kN;-4_Il%e?$3Gg zH9Y0h8#it=IC|Nzi*?(?*6U?t7g<@kSwbQz!i2H1{n;5pOEpwTNawJd6Q(&tOIGu@ zqVwBV)A4jk>UR>!CQ598>U35P7l^k-TZIia`Nr4Q2nc57@XE(?<}on|seUy}c`^O# z{0i}BuZ{(%G=GXu9XeRM@{X%~;GUJ*+P9Y57OFdP{Qq!8JB<8Fb$5v6w(Qwe{W8x@ zL}$LiP%DR^-FY5k&D&#;b$PH!N?HyauzsIl@#EW%7$M=xGNYu*RqJ0R8(zFi3~1N| z(zB3FMm8oxARu zI3@38*ESFdm?)zY5DW;CVB47aImdzT=|<}t#E z>D0tW6!-aGn0VGdO+0Bdh4XK@G0m2X)}~(W!GV}{Kkq8|FV5;bf^DJjaXx_?#2@qs z{e#8cI;wMe38K=Yz_f~$R?Z$x=47-4P&WwJjh@T?qoDO0bLqV3=h;_kv|}H1rP6J^ zc;qp+xv^!J;=$nJ%jfeffR6GeEgWAOWIvU5!CA0^g`Go9b^J&cb%jZ1*s5L9_%m|# z))uL$VQlMn*DU|}lGVT0-=FAzCGVZs-x>6ZF>Zq)9_c3v26_wU0EhW&PnM{SNsLEY&TAX^@UL5Ure|<&b^k;f zif~zYD+Xs5E$FWGU!7S)JTPM9kGE^=9tq^yQKgmA z>UVis`}qaeAErT8+N_IHKhstJ47b@u#5E)e0&qs!M&mtrL-tyWZNGK`y?aX%LA3S7=3;F+mndh;hbUORZ`R^_*w-2HHr)h zqP=*!i&@m@xCZHN)%e!y0vdd>unP&n*WdK*^#!fIs;ltl)S)EB#DC#dUeC8tDI~4$ z6dCKX2i99ssWzzrMX7-oj7MbvksjJnY+abt6REOFKJH4ww~i&$ovS5cYvoD6?KUtvn(f`-fZ_lR4pp1O{9A9R4`Xj# z{2mB}tL6SnO@CC~#-u8LDw3*!b6rJO!Aw=Yd!&fiEHKn?{W>S;&+o)?08Yyty4ZCs$`nXcc8}-rcG}w${ftBCGxRegQtcu5OZyj+m{RG$k;Mnot@ZjM-jO{p4S(6+Xh z%EVv7A^5P`dU}C@fixKEh)*z({sZvWplazdwUNjuJ|_(ni*pY>o6HX9&QD8XoZ)H? zQ%rsrj7?bi_O2;jS(c{=mH9rGOZr*?T@-T-SBwKiuiy#2_;Y zE1LrAiS1a@vwSIkVBbk-MBGw}OaWUZPaJ@pXyH4)iR}}WG8gZ*v|8%49yu3`Ul(Bq z8ywieLTu5rYQsM~NM4h{j>HS*CNi*!-6-!#t6bp=F^)@r4Lclt${?S}cQ7muVY#`A zQCHbCo>?nO->-01+2H)Z+}y=GM!tH(4U+f9B^C)a{+(MaQjG4wxk%1!X0mL(AS@4m z?`ONIPtU`{gAE0uMSlF$+L4_8x$AFI1`aQ@z9Wq%U_kuv@MG>QTu#9L|24rP4Jo<* zlFy#A&b^k{ruFtjK}B61D|%a1;FuB?MUi+!{&wcKmH4A8Dni5#6Wdq=y8SlDa>G6* zr%vtr#P|2(@KZJyo`9Bjw{`M@(1s-#2FWd63imk^PVQ6eEyuFyN@}0`5k5}x57*=> zy1nFsvN6H7(wy->FGz@Puorc@w4jRq!ZAC(Suf<0SKRZCzTOXK92PwCOp-+S6!jIo z=7=1-WZ4_0Sv9|QX!?A5#ATF!zefhF51%`V-!$($6MWfbwbj@6)mF&;`n{i=bo$o! zMgvltP4#Na-xDC6w|!Z;%g)bp#7`|$|BUT#%O)+G?3LyBUR^_<&v(3WrAd^cf=9Q@ zg)MpvGER(V+pI<2XE6Efs@qa!x+Og|b`1ekIz~tf&Qjg=N-IG}v*`aihtXlkt&yS{ z+*DI@kv~IsW2iuD-@-JV*on*OQ7-bRA&Zt~j^z)pp{0Vd=GHZjA+`Y0zXpudTo}70 z-@Lgx-Y(|m&CJQWnbsEnI5~V{(Cvg=7ZT|8OLx;a;TuXqUc>_a8IGt^i-V#3VS6wA z_IuK{Jlh4|u#)mn+nX==iQR9rddffY^R3CWNcJx9V`}4C&9AeOpTGC@(-TfjZvT)L-~GBRzb$Rt=svnAbKb1n zpC)~cP4uRcAH>I!g=ys*+iV*?Xe;FO22_MfWJIS>Tbh{IrQhMnsVpmCi=9I&$PSTbRgNTKxQxs*CXO7zUgUJ>X#~!@M zQepViG}TzVLfuzI1$%{#LYj7;;bw-x&W&>udiPE$?BXRXBd0t{YFCR{+k{{IHLPs3ZhPZ2)XXsV$NigFeBB+Lq{$ytAUU}oVos4>Fb#?LbN1QDUk~xqpTuCk z!A1dCNE}VSfB!V&^vhSTQdNU@!SG**mi{h9pt|bn9hZRvS|sf3H8ZTTvb>b*J?~ag zRdwqt!}xI{qMx(6N(wfDPBEmRRF(aV!Sg_j!jr)nfl`grQ&#Nyg`}76;o9@_4ku#R zuB}KO)9hRseLXy4eR27wwD6m*a-n0&>j=hg_3xaVXf)bCtjf}!^*$?bZxd!_9uV{f&}9-KH4PC5Q^tytL2g&E(jEBHR0skVR|9i zraH{!yoa!KD;T2-?6@?jlYKNhkBCtS!t&kq+XL;_mO@l#vro{FTCKK@4jQiQYgO(Z z@uD~Ky8Pp-SX@lb{Nn7#b8Ikb;SEt=Z5EJ_&|`Ar+L~Pr6B8MBBivLE8wv$Y`W{D@_$ z^)kB^nJiMM*$;-Ye&-B^4T{NAecIuP?^V%+wC$=K+tu@n)%?OAUV2^V{=B_;A@d*= zzpr-CFMeW;@yyb!ZIww9=Ij01md&D;9WqVDJ8k?5gA;aWX4TC%De?IFro$0!zSyN+%DStgw`~52V$~xmT1jT*%^fAf zvYwU2=npT(zUk4c=H+QyJg>i#oIF25Q^8XmMWv$hgOCvkzP(uBJ~7Ls#sE#* z(6A+J3D#;gw#&0JJ*4L+e{idY){PZj+;#|M?M}uHugAKyF=k)bbBVS{a zee&{$2*)b-uk?hrRllzhh~ew<)w6GJ zc|s*|T%ek#{`}&M@IlL7b-*(L?TZszG<-W-2vlVYYjMU1`Nn~{G8w)9x0|T>HGZH5YrRkvNC%CRBDHa z`}+RihhoP+HTMNd0399Ij?Ys#eoGSYxTON zX*%cZll`~c6#NHId~^^!q>t%F5TH;mw?-p*!)V0ny^B5 zoT0}oNAq^pO}oDqY;I}}AM=`S;+hY6asJ91x6*sjrcdBYK!~2=+@)^%lvX$X z!@5&c6bm1XlOr8*El;P{S zICn**9F>!W3}U@Ju&&j_%3Bu~Ugn$nSC3@3TlH1>!wZy$bX7+Ei%t$;BWN*uEDZ?%@=Pr`b%@QU;x>Fwdw%?&hvRWvd}p(0wu{eS7naH6KEfft{+apK_GiqB z&4&(L+VA_Pbr{2T7my4C1iE3d00)+JSsr)T$en|k7WfhAKZPVEW2K4NbEAtQ!fU7= zCJT-9#m(+K`9^?vf1POjCXv7qW5;;lfcn?dHqM5sA2oXWYQ^^`2elTjtW{C8V{D7p ztFU^i=;k7j$+D2W?>w`tjHftzMN4+vx|xS!f(zgjjy^6n*uSM$&TAs*4-2bkAa{Fq z7qNwXUHe|S7;i#tFqs(XyHf2n9&omqkPts{Ys%njJ!fp34r3sZ5xj1?rYCLCG4?*x zo;jBO^DHM{D5t6}%*wtsJ2^Yruh?)h#4u@TQRlkm;!OHN5og-PC#!%*s54qWd3fa= z+OXcVXvKiEG$F*OP=kIcc0+f#qmYeME*tmlDsXxq6d1U6px(=}t4N1e_S~k_v@~{h zc7KTC_3!Q{)}8tCq%jv!HDn0R6aI6kBz=3}Q*;h&w*}As8*!4Ws8LHrMyy)8?R^Mb z3^N9>-If;4pHlpDkka}^3xqFpG%p~ye@j0>j@IFW104DK{b<`=Yft+Qahe~kUjuSg z*(Im;er7e9@9R`KCsQ4{j30mGh`L0KcQ~t4#@aRPW0H1n4){v@WGJo3C;X$*lKN>L zVUd`1C)I>SelA;(Pj_-ckSIL6lkc!gZ_wy~`()_ye2Zey#W%4cwZ04W28PM8Md3?3 z=>USi<$eA1gL<`AW25c5YL&n|A<++Z-*qQ0%(+Y|ZdsMSzF2W_HqPT}{0@I2>zK~w za%)yR&>%Z=kQXegQ#GzMymWVfSe^xD_WQWz;m^h3Fu-BiCgb9!tD&j6=ZQH-gr8s3 zD)=BH>}Ds38>AQyzIN%$Ie9faBT}YUyAn74;O>;RCGAd4hA}h>O-kDEu^DJjQjV11 zNySBR2X?tA8ciZvbjY7L zJ29naeE)EPr{!Twc5m{As3`TRbDg)PCj|JVFuil_ELI{`e=Ah)cd(-ZLGaz&(Njg2 z^6Z#&bQ&z&#!9FJCzAFE4LnVhc<_L2M^%F1gpl>aho7F?ARb5T#H-ynG^3zfq!LIA zBs<=S2-WGKb!IPPRc1%`uU%{Q%y}#*EUY=~>WLtm>L~w#OU%4d6j1rAkjZ3(m;=?^ zw14TlA8tOrXr_>m~?l`LM_A~4GkY>wMb+g$K zy`Y&ZJm_nJgA$U?q@`D4m zTg$f?YCj6dckirRqk&m?pv>$j)#1m~UNhI81vI9G7gHT%f@NQg{v}mvqsQE9Ht20z zx$skUh(EEsx3d4%Qv6EFb7^4kWe+X~nwV zGkANsZ8<7ZI6IJ`)-O;--t*efe3ktq2S@GsPY>9BZYaNYnMN=E+As4(_uO3delIVY zxGgjTbw3LZr-h7rLG*n1{GPgM9 zF*Vo|HaTF&D}A33ePqf~a>Qa!5N<($%AvqkQXxYpsTW`g#y)WR#2*9`V(oL*U29{; z9?gC~J+$`nf_1Vr3KM@=acI`p2vH)S}}D-dKhrNA|5}XL{*YzdiRQa@EbM ztCKCh9=mG?EMCT%NMs*N_;B(9G;*(rW98Jl{BllnnY)bzveoSSosuG4{MG32`5jM2 z)7-w-ynOBAze>{vZ|PCh${%;n(ozvUkMg4OvM{sbudbVf*S`~l|0XZ*o_AA@3Xd(dNn5`UTAjX7{PI(#8c}gk zoi?{``b<-_jFX4c?#+3DR=gK0s{?y3b$?h_ZoKxwn7w3k^`x+1rP0EVcQ zGq|4@*~7vuDN4h^$1t}LyTBB;C9Xc=&ys97pN_VG=TAiDw6U+RWY)aLqns0aH`IS$|?>hrFolUZip&lb1ZQ(M_XY^rP}lOKGX`l)WIo_fOOo#+Duk&%(w>R)Dd8;zLZL1?~YHj*!Vr~sBgdf#=_T*S0 zAIpZivfn+<6iQ4C>)_YYK4 z;`f5Ekw)6rjDy&vzp57Ed35KSOJs;gE14m3ncp15tS7z_naWhFgB4vUyi$IgiAhTQ zgI{m7=W^bTj?QpKbFHfYOWi!dLxN4 zPU}hAsg6QtAy}f>%?iOL$K1C00sBKEtKEJkF2@P?^am?fWt=qc0ZDy`@FF0Z zez2&uoS*m(GMVsn^)cX)RMvo&xq*$s$Z}Q2!BaCI_^Vy#*UqPIjIGN`H;NGW{{TVL z7@{?W6Sek8Ow9Yszc`sLjVZ+bTA2_rKejw>V>x{~w$S2sqT-$Y5ZDbeKKo7-Bnvd; zEM2%B85zlU>ZwKy`3)#sH-i4O?*!ue;ifbLiLZvR@kf0?UK3CYMC-H`I`hAaf9qFL zVsu@yzVFM9b?whw(YwXoULSAAzHZ%Wf*`~#iuhpHM_=ta_D1Q+=84MN-pI0oWGwO7 z)Lj__lE|`%eNT?ebtwCcS0hFBk#m3+fHi{`1nT7-F^sUww%(Ie* zA6>tnm@MbWW*SzV@t3yO*Qcg&_uu~GOC>(F_QeH!AaCmvj!}0?!!`V*# zi2^m%r}(j+zo&Pwz|{gNIObajFyV}`vW}*-T1m`LV?|ZL!~}FhER83k6VH(h<2=Y4 z&)wOq6tdS0(sjUU-AHnHJbFmX6!gqD-t%iIgHIGS4gw?UhAW2=@%S_R#h+cw-~p^n zRWo)+H=_*58PIUhLfx|LEm{+gp0~LCi;i-JN8Rz>Uhq)m7!_ z(OdVo6~}SpSZjz5eKNLb-|baV%~1AnL~68iiP!GEDCxWQ!gJ(S)dlOlD|vSB8Naf+ z=fuNIEi|9V&o@wq(f`%|j8!X&3ThJGe+NI6L>vw7#>igxG~#0{)@BFH2Sa+3r^j#J z*VN|xYsr25mB(rdnZ5?*By3inM578n{rOQa096BC!q=ApBPUq7!v_98hxZ}Hyuw1Q z%!3&SfjcR@=uE64yD4AgpzD>na-4MX^sIbgB_+ya+8xPI!a;;~bjI_PLU(@sF4v(? zjDO|_DCy}Y{&&9Z6c+Z5C@FaWo)ajNk}!&avMx|*d5-4f$&(NciMz<_m);WWy4AB# zB_%pD?Jyx1RX#aTZwzySICxsLQ&oD<5-KHdB0)ZlQR|5m-qJ6M+l*6#;5(84hjAyk z3&5<4K5g4ajVx0k1gheoi|@bH#yOOhO2K&So=%o&x>%UaAu(M~S_TFi2+4W(c|63+ z*!w8?)-A@UMW*w=SVP|~9e!vsTJzy+@X5EGtlG zMTjOD9|*<(nH31~-CEN8cm@nQL}B@ypcdzF# zZ(XudH0-v>*alGe#o!Dv^d;*GwqiLL_P2a)2s4*!YesVM7@x}A2y+xQ+*rSVWfxnI z_f}%Fsv^BLg)n^#*QrbTNuDgab{q8XJW}@dK7U;TIkT@fmBotKknBQrb@h^#79M=s z3eq?P$D;ntU35U3w;9Q+pY37O`|_d?7$62US4((ksraf-J!OHD1=_*m9T|efzwsKO z;_%R*0aN~ePin{!08#$r(IRFDX8HCkATzp*wC|zFxqtE>78wBDnjJ>|V38gb3DwmN z`^@T$`~u_$32u+lh=5r%`v^i0aFTX;PqHj8{F0bnW)-NSx5*JSzy1U2H1vh342k%b!c`n6Z?n(9i8 z{wtpNora3@wD9Al{oBqW6qCO0?unqBoLzJC1Kbyv-|Pd@5D~4oFS_}G7p&K|k$x@M z=%f(riFrOf&hro)k2zN5jFqhJweR`i6J*G5ehfc*kY|v_kGz**=0RvB59<5&l)Lhg zMp0mFG)+nxpB+gy0sx5uK3Rc6Zq0s*p&VdYxdU*N#)R9 ze`oL5Y|qBJk+C#J=)BRZDRc3YPn0e1DS&)*75&5M_+chCwrUJHr7ll7?uMls+}`Qz zL*){C*^HGD`LcdEEei)}{`%tM60%~#4{H+WVbqGOLCbz_jrD)c>IKEbv?rY-?8pJh zzv>7z0wN9lwF_iqDUw^z7AoYgzu@Uv1*c`?)>7cGNso>F>|xx&s=B(m;d*Uzz9co{ zTpLuuWXLj@-~Jfyz$O0cn@b!4_bMEczlG|aU*+nW_Iv6SoyU;yJ%{?Yt$O`R_!sXrZhT%slD)i0(?$0EGh0kE$GDr+bP z3$mcyNk}+ibpcZjoCOhdiM!Q{ZK_%GHHs9$E3bw;X7aP9>%E6zeQ(50dx{?`U`8=n zhBr!@f8*txqFuSVK~KuHcWl*aW1&4aO5fc$v1SeNd&|tI0xe)iIrksR83(OE4huv6 zXn$>->-5m!f1{%`>iAO|eq1`K<;W9M(=vu}H5>qL3HtwMox{Dt$e5$L zN^F}aX5~P53~GL2@&&aJD;SSGVE8>mGeL?9a6UYU!mlPig42gqW1#N2dYq`Z=z+*m zL^QY#Hf%;*0RwL0DiG{l!NNk}4g(BSIQMJj)d1kM9(nwkPIN*8j|F3MxbUDZM5woc zMo|UM8(8_J{pW{6go*P$Y<}ccK^5lL}(H0q*CU)eUgthgTR5TSYE=`J} zFeh_n@v=>_Pi`a?QaCjuZY!x9<3zaz*ROaxCjI_1vng;zxkl95Y8w~?AIyAahGZ9K z)a5VB^TgqZH5gq$O5A`U;)o%`E-w?`p*jCA^pG5Qhw8{JRPA-^UlqkC7l4FuA=LNX zif}hZHtf7yWctqUJrBgf`@Uj1;5dON8aXuI=fgz{Ka*)SOG^R!y4yrJ{`nB+(63M7 z)d?0w%5N__q?lePfqlp>b1vp}ySSNnd}-qC_IQ$mI5K(!3j+b;ECzK&dq$)}_Wapg zU=z--F3vSi8E?dRvu9u+A=}ply5N-uW?%!7lS!mR`)Qh?WLd1iNk8ONbmo6{AVDTL zDu}OLkhCaLM+7pg@{=6)TDbBoTxzpGO2^KKRPbm76ckQWYqfjsKK*GGI?-~7ZPu`} zr)>R{01uhV(>eK;E%_msG9L9%mPoAzTC)eGt2lCXUsT^zSpBdm>Wz%BZ^*LW$OcEelU9H3Upz z=y{ZUn7h_p*>-q_D6c)mse65nBbq+}<^%_LcWc8NNB838werwjK_o`T(Za_L1o0Oy zUhp0dsE_wdq^Wkrr{5ELj8A`Hnw249z609I^ei=QKd+!Bt#l~HX(UTcG5>T5HWt}%csZVOU$T|cuxU}V8 zOH(y+!>*1*+P&w?vA-&9ZG+iiy}9G3u%Igrc6PwkK0Q6LVShcEYmcE%Iu5Ig0&>bZ z!5>-W;iQ7d!M_eQiq)>`{n`4DUzU{3&3>y3OSz5Lbu-$Q?vegl{}4)qxD5hb`9fzq zy`m$$c_pf5pOS^0{=dSj(!3`+|J8V?Ei2$`>N4J|L8@<<%ex!X-i=u+Th~i;sYr~q-iUlrCXo4unqwGEqtD1A%ZQ;50O%?6x7Z8 zW@BcWyn20qv|A0o;GD#hBwbQJK97@{A2&WZOIz)F%i8-Hy=LdL)1Mi^0DGVNR$w&k zpR(f3<>`0!)nfVxWM+XsYtnPW;$Qz|q;BF~jUD$(Xy?wxcAu@WgG`aB5-4E;H!_zK zCEvcCz*m26)0$(|nrp)VQf}HQ2UsG)N_C_BJD1*y4O3&;0RmEH1^WK0Ioi`~s?Etg z4{Nrb(a|WdX}-So;-QedOhiI$R#Yr%SlS%&azHf7on!IKU(>0iq+?M<{h~7;x#qz< z0uZ1;7M$pXnuZmL;`e{KJ@wvPXVP1_^?WK^`ABDP41N2s)iq~15?bD0K_tMLgMPpi zNVhZiwhGC~nLEIcR0*eYm+#^Ztqq{P;{)TA{c={`Yeu}2Sn)wb_IfNyGI^Xd8H15M z$=wS0@nQiCmBo5T;;K)T5m7v~Q}j`xQwPcCTE9Pj&zO)J4Wq%W-KAux7RHb_Y9e0rYON7 zoAkW{ha<=BLd2$a>h!%~HuvUQL3(ll`_mOya{dT8e9bOij=&nR>8%JSO@@mWN9ExH zb>V_#Tb@1=;#sw-dDa9`&VJiRZ)FuVH{CKV7vFe%>0Ucdrp5U!G-Pm;{&md45=LUEq;$3PWI%d zpTEj^t-3QHL-F9_&ye7*ArE&b7RWvyZ?B~-)Xto|S8&$KX0mFMCH>sE4eW(2(Jsyb z_ao^`-&?c6SjIj6rELaYdYiXy)p^iak5;+y=?VFZmo8ahi1*_1^fuEh;wT-&M5N26 zH{6j{s_@j$pJV|+^?5N&+vOCSQG4wl*&XuW!4}=?Vlg&eDqpp5e!@;ehA0_rOk*H> z5U3-_W||CoM@p~Vq>71_mKI)ryZs0fn8_3V--EIkWJ0WS8nWO?Q46&$4BAzM)M`M^L{{-&3wD3W;unbftfF0`0jfeW zVcMPKyzd^lG4Q;wF&g1KFg4QgH>n(}9m(MFzlLvamVYwBb_m4RY>VO$T)2;FT1JzJ zozE(LFJImV5G?LN4KY6Z3Soy$#dWBlIPER zc+5ykg_9-m1Xu2~QRYDrk~oTxXgK!73#`6VME>qX=?D zIX9RV-QC+8fLGP?iO4*3tNzW!aq48>g{>ru8c@rpM~9hk^nZGzgjSCZh{00Jh90K0L!+PQ)d7ZJGSO*=Huf-{&jG)(z2O5 zD+dS1IAX9*4bw1(j;LUxfULV0r#ZZ7u^b;5FaEE? zpse@cXBe0uk`HOjXUOvY*(stKp*V#ybK6Eax40hvI*fmrAF&a=Z5g0fBj`|2KUl-i zGEv%rl~A%B+gf-*w%yqB`Ahb zoF2?X19wSr?*>8H7-vRnv7CdMVA+MBNpaLdPe=TyPiC{Qun<4_hF3QucDdU~jP!Z| z`in?!n1qgx6n6bM6F-B}8K`4&=~yIUtFhFh$cCAMx@hBHc#?JFqx@t<4g>JTH2h?D z;CWp3azMXarUs4S1rfnt<{qTLM1x~2|oUCffAoQ*lOfJoKr6JpdoS@;+ z@5F;4>jAJzs&ObAy>zp~-x}FifJU-@x1%3`+8%^xlIFmqT_^|4?bwGc+a#s@G4y1jn2-# zfg6-hlsT4|O#q|$HL{4e@SPVaT3$FqVr5W^S6thy_8U~k!C_g1_e~K)pV8YN zSB8sgL$-y|tul=iqt12Wk6smDo<7aIL54X%;2sbkq)`$M2{1I}rFjVQd_j4WB5%GB zEXSez1GkrSxW?@WfZ!^&=+sy;z5MHthbO#b58QqjY~gEc`JP+u`n&HB4}RZ_?%?0F zd0?LRju9Aj?XqJGVP0qLvQBa9{686>XJ}t%R*w1ox#I2D8gt_YK#wg3$*|2lb!KL` z4aa(jZpORkS@^nTIEaT8-#kXQg});mQM)f8F;;D-UxwnYg6u@WeCSwln9!2FAYcKb zRQ2%vV~co&rInQ$an>{h1@*toi!n4^pFdYqFt_!%OVF_mLX)gk=0r$S^OseP1n?L8wUj~syb<`Yj}6RKbAD` zxzN=dqK=A6FxexC1!Pm`HTISP-t(v(vDr&eun)TONS=&DXK9V$BgGHpVK4q5Y^D80 zsa1xP6Ho5MPxVGH>t63UsYge$@1_}mWBK_paRh6Y6I@FzRA`NPc6u4_IEo1wh*2V`yuBkM#co=6!L#6XVi+-G_LY^Y*N3=;Fp_Ch4&F>l&$ z);v4jSKWv0Sq{GDdC^3AwoQ?SN=uv+DTg{fD0bO^0B8}oz#|I`&_Gwxp+tvP7e=7b z$PT%8__3+!=)p$SjDtF=k;XB}&8+cu#&{?B!#gWkalc;OJBAr6{CJ}QqpS(|&DiDb zP7~05rCu?=Jm29Q#WPitMMQDgEId|(4x02doK9p_L(XI%$V!D^f3W!h8*xk4nfz%w z^J?;2EI7Y{)O<)?@qOMZM#f#YRvstEu?bW+dGS?S;X1q&;q9j`n30ij(^7#>ppg?N zod&K>1LB(4-|h%9UIiEI>D_0(h}Vy$k|pFoGNFn81bGeqxKS)&{6#+t720;qD8BGC zt!V4d#G}J<_LCaqry`#gmLZvNoCB&Sd86Prd=7J=%;A7S(qm%U%FA)`titl$*HO_n zj+V4ar1)%?wAZAlUjz-jjjaTj6Lr+sm)x4yI!czLL*oEjGVlD8Wsrs z2#1gQ<6u2la-cFI{x-kBa~<3AzROEaQ0>}&u+=&;!n+(pJ4@4J@vS5VinGoJXf1#Z z{FexWXE|DMJEA;P9#%(&Ip^+x4N%kga&q&Z@#<=%1uz21x@WQtPluIM3L%XOKof~G z;gku$gW`FmG{rO)Zr#C|>rB+?7wzOW1m~TaH zkOel}^rVk5z|!TgfX!0#sNu<&&1gs*yNVRr3!S3@&@l58ihLj=k*^Zd7|3i``4w;X zxm!;KrijVtN!cbZ%eW7xHJ<$I&H&7i=}M6AOSkV&zC{aOQB4su?QK1teikA3%L?=hq@8p>(E~8+Iz{3 z<-TEZ6bybXajuY+5@aqi&Yh7c=g32ucemrUwt+HJI3wY$Mb!*k+63gEd}wZ*gVKlr z7H@d)EffWiH7Z#WgC&0&iTc?uJ_p#Sf^q6c#Vupo5c-Q0Z?MPB@6N8taLFM)X@$5w zsr0&!D5t-trE~j1EFY496uC)ZJ%TqrjxS?Z=Hk^%jegsJd5q}uOr)eBX8{9&{>RSu zaor<&at|Y}7*#VfUZD6=IH^C*re^L@-W%0CCniZwv7;3iR-vL`P%aX3?tGKUktLvM z_FeNT0f+Am8y@G6AaI8ay7=tSar)E46!YLr+`2$mVPFuNoSa;`glqmPxjIpc(RayK z7GX#QGPpI8qHj3?`>JREY_+XjF}3S_Q_w$3U$!d|<1DzRFig?BlFlg%AWkz*)Sw$+ z%I+hhxSi&@1KGL>q@7AiN=9y!m#H3{LsSNN2SCA+3U?#m47;~7H(eJAor=lZE5mS_ z!3w{Qe4%8d0ePO`F=E&X@)3faH)%!RPdjkuyk#5nes8mN21)z+eq~Fen9?>lzl>wU zro@k`wZLfuxfpPxlHD~b2Lkl)dgQ)Xxy$=~g%&6!V^;mijsHTDY5cI7t+0=mxo)Tq)~8X6k3+LL^GBjLmC&zZ;~4yBb# zUlj`(F@ajA;;w?1TTn(ZYJP~Jh<%c|2mE#dI=Im%-AgHZ;o6sjxCatbKqyWrnzY@5 zO&IyeykB;&+7e2N zKGI7bj_BvUzVIg-MRXybYFA_va9`guNFrp+3eRnnIR3)#^@TBORH=zdL{Sw#?g%vi zER9*mWXU6poOdBr<^F*?kIYX9fKGsikEs+bvTGwyzgXkm+&8lk2E2&GslbSlW#)U5 zb5SYIcTzM!Li6~qs!$zF*zuE6Dp>%I0CthxLpUKE_JOK}q9M%Xu%l3lJ}aG-i&De4 zB?EP^#(E38e9Li}k@eA;865)y4M32_h^V=}|I%6rkZDK*`e$KAzV~|fCiU8C!MHxh z{^NSItp@p=2Qhx7C}-6vtCsPsVmcODcjt5WUT)p*w8NbWY{ZHa@xUfDE{+3|65}H8 zOXQZry{~~eiZKRnD6^!hnXe)M;QvHd&y=47>lG(eB)UuiF|nFqUn8-xwOEF&&rWe5 zo+wVpL7_O3UuhHki1+FJJas6~RwpgxD^LeN{4TN>CQ14**Dt$I7$oKV!y-|3=z_Uk zX?3;MfJoi04K~t%8L7ZnCzj+0{N~hPD0(q!AHm1^%8xF#S&8XEdU>2fGynTa);F)71HQ96m?QeWw z$d3lqafqG7=ExEe9TQnDp{vx)e?)Gjega z%xDunheK=N0Wx%4ZPv-I8h>UdhFmy>$i(7{WJ64mcTDSPYYB+d%bg$DqaOb2UJA31<{dHgBIRqH4u z?nx5cx9e@G|HKzl?|NI*gWs=K&|-tinrrd#^cY;Df*u%Ds-Gl#eqb2UxXsO;sdv9- zWcik$7{8#shGdPw?1)?|^kYom<$iz1MN#)SwzgC=W!Bi(?_bY_p|k+CPbp~k5tF^= zRkDU^*H`|<0JHeo#0CPO1x|!N{@Ar=3PiSSDF>ef5$>vF@c?3LdU|>{0Dy*JcNCVN zvMu;8jDA%?0*V`-;r>!ItIg@mz%S7sA*1V#i#;Y4*6PP9V9^|JSL%AZZn?Mp`|0OL z2NLE=v{MLGY2u zHt2o%mdSDe;p;oWY$1ItNTDKW?2ch+3ZmoZx>ihki&ysbC0OtgC9WW^&_-@Z2(P*t zjXT1SjI~7nM3N|Pt&72p-iyrwB1YEz(*%^JyL(|oE@w!fpv5}EUn8UZ%+syL{a0w{ z76wkd8JMn@{5zhz2rV!o=97|=s`#yAq0e>rqOSNC0R=TlHSNj>V=4lEn3 zM&5C0TvqhKMPbXYigAmRKF(w&+Q$M|vZo-bh-_`hm(u~H>)-q{V+SwHxL`!)^5et0 zt2Q{((Zlor_`;1l#3wB*ObhM+L9U^*2!1E?6aiPcVCYG)P5;>0xrt?i40)HF7u*59 z2s!iG?>%Rwhd+FEUtz$3 z?m*%ktj#FIi_IIkxmCN>{Us=zdbUv#$psp2Af`9&nfQZSjw}4$BpnYYCuYep zeeI8r6-pqAn5;WK(qz4TtAM+hT(G!{59McrrUVS}_r!NSf;_Yf(7>nRTEI~kd_eI& zQg!h_T_Co+GeUlVwmdsh8xEl$wZQx1fST4*$g$#`GugPXz_U<4e*AWn0g#xS!ovC( zR+5BaYiHMk0_&C&T==lSw2(4He!#YW1K>zaCkdvXoh5$%R=%_EJo(Eu9z&>=QP$Bt zhz8SpP!<0F*m@6eEZaAJyd^TSXJn6ztVm{dD0|Py%1Fo_cZIAFLb6Hr$lkI-cCuG? zW$*DA|MThn{{G`Q{*L2)E5-A;@B6y0^Zcw6w2J7r0U3`>tgN;bI&kj6JqfTJ1bE<% z-+id<+nQnQQx=>ePaE(Ho@#*q`LUH1dh8vH$N9^OV~-7_0@SSUK77bNx(!b}sk{UR z1_oNL1LN7)1O-W1LI3{x0$5G%*pHWuj$R?*mViIUC}Oy|9hg0d4*Geb3Ge5_Ygzu| z3QOn6nLpD}6ow|&s4B-`0)f%jn*H{d6KQ5<9 z)1_fzy?a+-zl56SOPDf`wiCQ&*Id_Es!{@&^}!^6X>Frd-@Usw4*)oTb|bc-qmM1YEVR?SL~o5Qt0JMt5~^u=&@*xI z|L8qrTyeEU;D=cfcB%r6IT@$!SM+hxX^w6UpokBE-f{~@vrKLUvT|tuhC*HCwh7rr zf$A)l#rKDE$PBVPPVEKTNq34w3e?lY&43WlDE-~vjSg#O&plJ>vPMOnl{=Z0=Xl!R;@ zD|0>_b=nD*Ixj1u$ra*q{X~2CLcaKi=((@(279+BQmZBw9!!KrKMIM^uY6{oGp{*m z?^L$NY$Mm0O)2~W;(m7?7NQo)?3A=&-PwiIy~LWjOBEKYheA?QQ|+|uK_Y?uj*E(p z1D16K)@lBSo+Uf_fqm86W%*F5nDS8AU8yM%%Q{_4Go%JBSFH0ba!u`3`@0D}f@%B1 zt_wf+^Cw~qU2R3EpVpQb#Rm%}$TkUkE%)@WFh8uPJ5%-5TyCd@$vLUeW&+uSMx1v5 zyw!mDgD#+|MmMa`ILKtYny&A;*c4p!4kf&j7#rw)>zO8AmtKVZ|xT;YA z_@^W1XE1K#J>WnvDuV?|$oE`sGs%y>V@7nEH`@ssT#eWs#C#Wjl|douQP`CvJ%s2C%%>B<&PA(Fqvtj z$Bf}p2m7jfo1c0r6n74+6+VMUw#2UQSl_YynqqPa-HvnL^!}WkhQe0#kLf7$Xeos+ z3c&vhAey6-lY618MFSnsQ9Xf1D&M3LSEa8Lm*yD4emNp7xOSGk2uK&Z zMv*UZ6e6yoXu7I;IT;Nyfx&&d36pjcZV|s}^A*^{e~*>2!a>;Qq9C3z@LO|M3`2H- z<1)tZnW{`}eda+vZvubb3P%YWHUD-E#hIb2h*u@U7VKYzYjy=EdMho zREuzpq_Mwv#r~bA8K*v*Nhy8ml;fdN&+ajqcCp!ms2 zGHAVSiK13Z?WXJEVY=4)sAywO89FgCPT*)}@*i-Xa z&=-oyFagR1Kp3Z_0ZcTm2K-WS?KfLfG%-`_cg>)}F0CbLPqQycq#e|py`cBp+TZ^S z2t7<2n<{yK6AZ$*kUMV*avBKq-Ts?b#OHf*NG+Qdl>uC@%HzkW7PTC~-%&;j(pyL| zqnKC{+ypr4AkjAs7zA|Nvc3+F>NCrxOLz{A_V;7k_`(|+2J#K{{Im=B9E_Or8^Ll4 zWM%|RW}BOzKZ2zk92RB)gKu{?X3!RVD8=AC_3|=_-xb*=IvQr%BPbj1Ry@{|^_8^R zCPgU1cePlzFcJHiy6XLZtsb$WtH0jqGf1&vmkniu2a#@6M0{mhS%kzZqClqMI#eI-g>bL%E~OD_@O^vxD#E3eVQ&AYw>Kl zP5~~n#zBPQ!2j;+akjXVk0x!kcy7e{&2Vg=EU5$NqHU4Vw|dF|GUyL~;Lc&2eakFM z9mgaB3kR-eIj2aB$$AV8uvMbql1u|cjMK2{9mvowE8KZjhix*$ChQ^{s?AaATQ9<; zf5_v`TTz(%dDT-9gc|MkWVX@}$s12v=?VLd`%PavF9 zi&cGa8jsa`-38dgsm8G_Ac`qm=_3ustzB2{HNY7u&rvhyx@FdcaI-;lU+lD~I5|n= zz7RRIIv(>a1BsxDWWuxReF35i7w_Fj@`Sq^PbRAz0s43ch1*Uu4tIZry@4@A7s58* zio;#^72?)_0&^X`ZYAqGJWpc&LWlH-{r~<5pMT#^3u2KA5n}rkFb5dSPea@Ku;;+< z=isKwXAJ1>bLBjU(wu8`RQQ6l)LfPJea-yUW_mR*ZUJHlWmgPgF0AKH_?ciph9!_0AUzZPBr`O&|`A)o%FKrBIa`)As~=y=+Y%^w6PI`kVTca<{@ z@wVu1>*?uvCgAJfut6P>7INYhDwolDAoj`0?Uo{KXGu3~v(=t^xixjh7ghhi`{?uo1D!?tB9i^%UFTh`uh4mpgnl)&MB3)|I59qq3sKSisk7L4F~x?NCz_n^qwTJ;3<_%<(!h&XJb=_mR2jSVoaz zAgTNVq%h;v7e$84nV4!b776Hf@d`38yT zg-Nnp+w`UPQ;dsPVaJ8j@jER4d4$o0Wkvw*73^K0Z*n*BDI{kN`5~`g5DVxF`Cr}* z`JbqN2gCnahc^S}FbcGl0cjM?(!aFv5@?@u*%f&@xbpUu; zI9Xc(O$rVVw}f{KJg`3y_oX&NW^eHL9XB7d<53|W6dwNMGxKLH!3AjqTDAe~9d3bk zXw&0j@W;wFyxy)Ev+G@A)LN*$4o@)LJOPP`063`r&-;N5?ccu8ewz8+=;a(6`&!yK zebtC7$h0&7(gcxsAF!S>fHn#_&RwDP-n`h*K;*n^`D^`l>9Zt6#HjZ6CxD+5C6HuL zCZJ0X0#MI3J+8`QFp(VVtGSvQ@q-^GEo4~I_tJc$X_h5%b-zHAo;+L@Qwr7x;{;DkpNDSP$G?ZH|n>WOObnyX# zV+o=pZvd+SZJN}IEK22k#il?6DTd!3^9XTmYtg5tt5-dUYK6yPwA?mMSULkp4)|R6 zb2j;NsJ8%149m`DOGeH-l0B9vL1gi683lU!R=C>ev+*9tlAvk4{oKz8Paflu0&z@R z)AcYpX{ff4wFcwF)ebx_S9H5^$8Pi;h-J`RHIstU{jbVV(JKTuP}esaYW-4ELm+1} z7UWz>K*(JJ8^*6%_H9xSx&+8&NEVIE!$fm15Hw8Cb(OHogj|5{4@Z!`#{ zKkl-xJpUa(|L#`AU&fJ^v|JQoSsD*?@b+vVtrI{Wu&IF4G7W@7AnHs2js+wraK0@8 zra&#>n+VBw&VPU2GS~ZT))oQ)^Yl~t*$}p&>+|#T*Kl#WU1p*<*?0VGTPCTmik#uvQ+*@bp3q2v$YW>9ZRU#)%C+0_i+S80zSH7! z;iPZ?`T3wgO!nUHBs!Qk`11?Uo^hk}hqJy!G1ZRTtFY7n8&wCvRad^IV;RzNGki2M zIawKwFZ6f`xs1qMEs6Q&#;hYv{*O6BR8D-eqEumTpr&C`fY}Xip}8EG?LTTJI0CvC zG$p~H&4c->)W)7FlARkPD|^;=s6c(7JtuCv&I}6%s@Yuag52KK8n*u}6!fM4ui*Q= zu7)smt$4V*qqQgSAjvB#VuMZ*jC#_Bz{q_1#00lj7M42r-U#6xLatiT*Edzd)nU<- zD(QT8p*Vn-I6Lux5|)c}DKvvd&+%tCTstO(IXL<2Hk)y}Q_k6LoG|ILev16<_?ll@ zo{)sZ{Mu|pXeiKAjY~-Ri1Fo)z0m*|(!oOkCN(NJr(dr9@bat|A9-RxPO!VX+iK3Y zSc}JA&8R?xJ{k)R^-h1ds{L2X@BtsP2zxa;y@5|}0sF&47RYx928C`*uJQ70q zsZ-|G89}W9=OGp@ZtKJZ%J^=U>hp0N=p+%*-F|8Ge*t63L@lQ*?9Pyr7hP))q#rF+ z*j0rnbWsY*xwndYzf5{0lZ8{h8mtIzdaOD!DM;lF0cb=T%c<842k?U=VV4Uivqqkl zy{W0G(!ESZGl>=Ui&0EDQYNyQ?;@Fkp~t$Y3S|Jw_){*)ThM$s|M`J1Pfkvvol^k8 z-Hz_E<%@@1^%6*-+tgDh@zFI~NNI$*-Z$$z=;Z+cau2Po*#Hr%9qD1`Y3ssi^GB&^ zj<;y7@=%3A(`@D-?|VACw)O~6zA+Fw0#k%`zuG_LGC>9M?mnO{l5=2PNW#Y|G)@98 zuGj_{V!r@XZ7+mAz;}3AFv@KcS@bSpw6c;URX^x|trQ1D?11ht%xjV=X6~VxSvvD0 z4xoK3t~9*vG@k=TA3(XB(QEHf7*L<7C~QV@cA>XZ&<4Y4=7bl@eLcHn2ZL!PPD_EX zo%!F^0}T%^Rao0Na{c))=mqjmXe zMHbmVjIbpEK@6_RzXGZkexe@aPm>@71iwm7-%YqhhS;V;2XyP2_z&wlP=1kuXag*T z8!pb+4;w+fMmlX|aed2z{d`Ue zo?g(AJ@>)lqHt7001hECbc%&d@uakOP< zl?@m1h6V@v8&0GP{AvVLb1lc~gC3cRNOJH|(rgRs4=5f$qty&mJ}ew4-b@7(xcGll zg?-!h<7#w;PKUdT4;r$*A^8%{Cw%c>oM>rjxg6d3-XSGdD3G%YZP#6MApgwfV}5%2 z+4yp=bK{JB$kaVw{M&|DRF8Ti8qXUz?7LTxTDBX+EJ6FEEcfVpJ<_Hc-WQ>_Iy+5+l{bhy)b7JME&kOFV7Ye)Z=!Vzojs&pxW=p{>yw?qdGy>fg z!23I=zB*+YJSSUUFXQt7?Q{W7?<-$xGm^~4h*2>|pNh?xPEQ4|~?z2lts{8VRG$=BakVg3j60A@AT zX_V9!XYg;S$-aPT62qbJliQU`xvmRwiK~au9ghL4XNwHy&&FFN!;Eb|3S5&*jiwKt zK8!e&DQkH{NJRDxlumj;&!hc%C7k?btyoG1t6KAYFpUv<`g=znT=nR6ldg`NV?z5; zuxG~0oRW|4>-5KwKYz@wmeI`+K7IOY{>gdy_n5Yf;v8MVo9eroWt(N;F^hpY*W5o>QKl$LWyo;kjYnwq? zY_-%K4?5cq{rw#7T8Z7COHAu15yan^RRyhSgnb0f1-rw-ID%>@sDb})j*Q}hKjUlbb8pb-L;7x{a#jYcci1eA3qsXkXUirSu$JlA zo~$MygptX`)@qiA=ikD3p3}YO=Dt#6j30F+#TVPb<=$bkM@d25|fS$PO}6#=bDv7pPJOIo?3<7^7e+}w3^{x;fte2-Uk2aNIY zdFgn}AM7J~mU(AC1ss&4E9?h`ic;z&O5d#GQ$Pk6^I4_xtDsQl^^-hpNzL~ZLh9*P z3JqWB7!&%5-Ml%cOUx=YtngVWE>(q={-;t5(Pc)rSgxMvRvF%)*=4Kqz5J1x&yV_Z zqTNANRrU-IIgL3w_P@3{Y%q6jGh{dTq`CQ52jM7EBjD_1e2Y9wS#qXfE_r)bW+e5Z zfZ(&T(|ir@QuAwXDK9rQH7DN`qocq0Z01dqpR6K;PHfJFzKb&Rx~WGta5XY=ZX6Gn z#E-_RcXWLu&5wd-vJ`W?g473g2Jh|QDwdf2JGLxm$X44!10#W+jF&=t1!!OsIPvIZ zUj%eT7G{q437rsd+vnZ5>`NFEuKM0ph<(>+>bksRYd9cXXf{5U%itRtX*)Q`lKgGb zZKF%`G8c!O;T**c8#bI()1E6_U_C&W`&{iEN~_COEG7W`6A_usGs?&IYqXtBNs_V^ z{;&A+`_LoBq$jaTiZtt&UTrwj_vdpMrSt9Qz@^4oU*DXMC^ic?JTD*d|N8p}#&97i ze;RT^-+HpQ@^UjWD-iQzSKMs%vcEg*3cvP7b{yK9{CGU?yrsU@c!mw4U?uM0i&x~| zEv}xv8*!V|F=&$hI=>?}k}W#4tUee8JRet7CO@cEX;&h^@&EA=6z`|q@eU(UC?c`R?ltq+}{K{m9(hpO~Abx!b#6UsQLAQ7)(fF)Wn}I%AY?6-#{gxOO9kBfT-% zOL=kwUxM?hi|?^Q-E`HL2gH}$H|if6nE2kaG6?0BrK)idOi(%@H}Ksd+hA3TCzrJk zRR06D^Z31rBB9Y)tfMa(ASD9+6sEJtIRaIQmb?UZos1TVe;S1 zhzOxP*k7X;6-71NxQqSj~>72X8Z#+N86HFUv=WUUI0TXVAI-=|kPto6W3pA!LD&-mX2&&!|>r z_tlT-Y_GA}X)V)?!Z2zLvORRIl7EZN#N@*a**w5~;6kN$;viLUf9EmW>@6 zj^68T(C5rYlP-W|$UcblgHag-tHTkTGa@euX78O= zcyB9AEF%ULL5-KMjy`jkHuOK6iU0H7g0i&JpPE9KCla5bPM1)FuDRZJ$VpVDK_zAN zw7=A9eZymS;9(@bl;*3odm8F8=F(wQzm`~T`udvfpO5mkkH-=Z=-FcU3M7l*Iw|W(Dc}pR0MRu48B(|KlaxJN7G zqf!m-I^t!17IsyZ@8}>n{h1es718J{K4!h3Kls_24_-0+#l|y~D1+3A&+fqL1k3_K zaA!;^mHme$4iXFOB_(0F_x=$5>(_j;4d770P*J<}Sx7WPf~O0w77lp32{b4Hbj)Mm zi+8(MTK~^^E~1rzN5IP7L(W8@Gw>F-qvK}Ee>`6k{X)z+)*;#B zh{6y6y7;lqxXlvK(2Vc*(lxO#=%zI}3Xb)b;}z;0)uM3!P% zQQ9^>y$wDALSE-SgibUBbXR^dMhHz;OuGMJ<}H1)D0S_K_zvV1uVPiw=!-G0VzLjuVHp_<*H5gWK z@_UPAiDS|y`}pj*O(#BhNMeQx<+fw6n7q*S?!oYjcYGFhDIATY&g03E^jFh~i2Qr@ zj|pXJUI_&F)FUL$)MUpv1+fMIV#lhTO`?rogYTceMSVaSY3gT;M|Rd%WB~VvwqroF zS2%03`|Hr(f>8)LHz^=dT%lin3sRiki4ql(MPUg4l=*jkJ; zK?50ouV$81E^>ZmLVUl~apWCt)sYY7h3emMsNW+)GhiUjCrc~xUqMak`F0Ed$9wJi zb-5@e$R$YJ4>T@n?|EdzRaQJ;Qw}g;ZR?2stzMGM2xw%5qfM}~4+g|!uC<*1VKul| zX%&H`gB%$BQsx!sE?Ny3RYX5yC3><0ZZl)t?!R%7>FIQyDT(u-OF{Pra-usT;LGTB zNwo_}W*3u$$9xjB^O*14`MHJa5YBD#>~HGandq;t?YNAO-*+$Uii|tNDW$U|x*VQG zF^7*qA#)n^S}Bh19_7b7gnb5;Z+>LT2A%h(Rnra{mj&+GhIf0T4zVV#Qxjai`Q1h* zO6CaJd|qbJHEv?x1k>Bd{p88HL&{>C=__iDdQxn>zv6KA2Td1mn{4+U=B@!z})Xx8xpnzhMF@l6z;Fj-jT-}=@>5` z+1e#JJpx34*K6MngkzwLtw@O8K(a^UEGR+j0$6ZTawiBX;Hk})NDajTjQ_c*e@QM0 z<$t*0b*IDU`^{c-t(wC;w(>bf2AorSZRAq!q9?`K;$WywKOCn?%NnxT>bQkl%S1px zhduHrfyMGcOS8<)qmv^kIx?~hxiPYbrSfsN(}_+#@Ji)ZKv^DmJ=oeWn~hh=4ijGS z=)@2ck1D89BMZBcBVaXAv=J|wC0OgaemPOwg3Sn7+LEKA*@egJhJ=#aCp!$40O7W+ zB0V4H_V8{{mzr)q{<1I=trBv{NjQnk>|o4l&QqJk@bsir;H(*kL25oHt2N4Pq%c?u zr_hL)LreFd3t3JHJ)N48MV+3u*-D(_Hl8p@&DGcO9rS%)PLWO!OlO<6Et1rw7@w%T zg&dbXuvN98CwV_yAS+RKn9lZav@q#`WREFe zXWRzca}FHC&z^x4fG@Z=Nh~PXalZXk^dG&6)}IrV0H8rn4EE@|;3ZLk^WbUvTefIt z;GbN7?|I^0MMu1V%KGk%D;tAJ)*t{d&)jk(VqU{bk3oDKINa4V*bUz!&^>Z?#cl`{ zXy?7z5DE6Ay%$uUIZC$?vf}}Q^SQv&lOr?A8ud(>S0%SJIMYr6uYdbf)B7cnR}8lv z1AA%XX$6Jq(<%L+q5QV~5UMaa&PYMi*V)ZyTkU3>X$S(dNZM8HO2@jv4ip4t^|ab- z2a_+yO^NrUK6LRVB4Qj@?j6cBfbx^MjBY)^AC_R+O}K+phqzzr&NjUqORthIZtF63-OUB+*vwms|#-@jHu3b~Dvi`FYqGUbA1uR0mEA zA~MiUd!Xohv{O~?sVI{k7T|1D*VZ~iZVlie+ZGY!9S8q_bATqV;o-UDI%ur|OopZo z;rpv;FdDvx8$V`ei9p2wHsnD$(i~+cfXIM^BYXAvlSefb{7@kI20i?S5-lkv8f|Cp zl!v{a0U864xm17R3c3DBQIX+S@AjMh=QWF9kDr4eW)K#ib-Cc#hROML8nbC%%d850 z5)fsEX-?+J(d$YQEAgJk4Mw@#5CQbieX|L{)GN0k?SnjEfKoAOf9~`&avh5M;Bm{f zv^zR_7yF3JK>h&i_~v|Sz?sxy96Nm+>(e)yp)3jUc8OK{k5q;Kw~>Lo2j=qp9?Bz! zXB4O-&^v{vq?nji7L2N?1J_<69p8Ddv%@ireivo>_TjGJ(MRIqj6H*)O5IsXa7Z7r z$?@LdVa(f2?cJNP_MlH1Ih$+^W(m7TaKpBAci8_LG1#8NdbUbJd_W;-r}R61NAJo5 z^x5u)54#s!0?u1O;<)2lr0y5j2Zl3|!q!uT|c&GcOz;uf17?J~meeq5EMIIdv|FY+lnI2_a3e zfSli;$v8mSyDq#E2B{|Hn@GQbO_%o?k3#z-%y4!BZO-er*t(e0$w$wGMyeaK41wTHN12ODc zb0BU29`q}VzsVOyX667Ov_SH+iS$0TpAuc|c(iaMOin=F1brtlZe723j22W3L(-~G zmf05kL%Ue6+7#aShq>8xetBp(8R|;Zwh?3V&}!Ah891dD22~_1fEEWh6wUBMWc!1L z(Zsl$q(jzyOtBWNHy96BOZy@1cq^a=yT2ES^FMu!rx5e5h#Nqw zr>G%r-{J-8I1)$0AFHaezOEwFcynll6tHq2`vV}ospV1bmnE|sRNALV)Lr5VCyqa) z=v^G*cF^-l&=BA~;Hsezsz_`XW}TUsxB-zaZ{?l{eo0B7$?a&YT&N6x{e3Dc+ncG2 z4;19{AYHqTJj))HuaCfv55Q?tw=gy)piMd5yH3+uGk-)kBYuo>7R%ty_`G^tD~wnYFsu?c0dVURSRPk1h>DqXdO#O8?!YuxtI}cj(17QakzkqyQgaMpm*c-1p#wuC&olB(A3-JI= zY=c1q^z2cd=Q&j@p7pvd6I$*^7NgZW#+A(iA4GKWZ_z?8GV}(I#|2@Rk%5^#6)0i0 z-3V!hT=;N*bz zX8{f<{=BLN3l(6uN z-}iyRTRS6wmIJAS(h1{PcAgoR*>=k*13Qgmx%BhORdhG<+|z4WRi*(nU_ia51H1#~ z)z{!R;)VG&$9qc4;{tbM&tAM1=Md3YyP6nb*HIBl4r~b=MPRgThV{?`JZ@=HOAQsG zeEE8AhmKnH0pP~qfpRQLNK236pQ>p>qL??A5~|Pp8x1rIId2v|^b}sm(hirqJcBrh zw5(!je7;}nIwtFLewHeCWjW&I1$w8@i*J5C?j9+eU0T0BQUoCS;>HD+70a0lYeI@J zGrFFS9y|AQ?h3qMTb-~v{{SfS6WyK7mgjr9qh~`p40E5Z%>8_O23zSNpxo~ei}=w| zT?nD*YYip_lh*4gd4+HBm+%gvv%5pn%cQdgAyknnDAOrCA z)4nKsr5hYGM;GDSpVL*k-%#1r7(17}-2u)hEFgnHvUsrw=+ukNo|`f*`Lv;EDvVB$1c z95xNPps(M;OwYVKKAL4DdJVA?=B_R>PkY^c@X-I)V^onIIdXZ}y7lc!x@`RH7>%%b zgKw6~3sciOPlvFLdOnV!WUkep?`j+#KFQYC8XYgo`G9wu6Xx+PC;MTO`t!UEdP&J& zf^R7Fmo`Jqutiex*F2+T{KhAV@yFaRkgpd2nIFuWjg)Ua*UJ6+d%#R^>LU*Mubix} zGqj3vZ+uT5_uWJsy901=Cb_Wx{fsLa9IJCKJIgqzWZ!XDFUdF`E)!$wj4Ozsh*(C^ z9Q8p$c6V5H8qKa^?aLa8B>H8@6kL>D{dwG?j!36Uw)&u1@P0Bb_p z-|_^}=J<+U&G9g?qgoQ9a*>*a>eyoMkD{-g~ zK<-1A%>3egEmPV*U8<(cAu6>0^zQV_o`kd~@+eei2^Qno3OD`!L`8sfAn46xtT!9a z=hoMgtIwPKqEvsRI;a>dgx zzvOpO{6rNuJ>P&eUBT>$Y)AF$4CIXR4wmnsBz1-oxsW$SviqfHGp_lM1?1NdEmGzZ!Dz{(!<5qGFSHfTY7gzeCHDhS7$IphwAZnY9abYK8PbI_$IEzMTA z99iwCQGJ>=n|qZ}H<5jPz^YGwIw1kAQDqbs{s^vnAmyW&;Fc0VWd=i^z&mjx&d^vc z)7l65M12EnxPpJ*mPKbDs1fe`&D%U$Hq(Z2B`Az)!Dl4*=76elsAsNl`NLp&KgE~o z>8w;b1g-J$sh{vP_|mwpc97VtjR#A!ihJ`SgLXueYAK^#uqIa#E^N_Y`=xAZAR z-O}=}F-*LdZ+E5BP9rlF_=Uy+8S-h6KUFtzOJTp|FLS5sRilhfFR~ZwhP+jLj_L01 zUN~u!dE~e^Ih_h6{Xf~3o4E?uy4Pr>e2|s`{U?jls_vw>cgevuEW(536f;5EUul8< zbhHx2cHCI}R@i9`ws92Rs^JcTI0o`>J64~_pE#dX1({LYQ#XvGE9?v*ZF^hGNP*y{ zJ9r(C^@+H=uJ>wl$;3L94Q8lwCyD;ZSFvXXzNHHwmSldkU=3 z&_?ch&CMr|lGv{v-yaozmPqk{qltuPNwQ6C-AXNOiuSl zfv$B&7hxKx(Emw$ob(s+@?N5g+{r+9_aNF8uY=|ii~WPKI=z#gk5<#QcMp%#$4c5< zz0A!&k6xvxwjC-lnVlh|zBgUtVzwl}Bokz__&<;pv0wW$sn<>nL9UUl&qd&w1 zrL!R&n1ovc8G#@E+_v7@>`7=#eGP}iRa^oF+2>F!-8OIqdbt%dG-crhX6N zVJN+f{`<$+cP7pF;?dS|7!EfJ$|n-2!+iWjLC7i0b9|2a$ZAxpZ8i9YUz3lSkV!(OcAp{TJeW247o6gY zP&=S4RUq>pr`EYPqhkk3oul=^No-V3cD4}ce=`@8p6l34I@4=uhD2E<6DnoYqY4SU z^b{VF%;k7{Osr9bbwnsXESoY0koJkYXNZ(*@2`$6BBEcF$P8bbi*}(2IpVfK#$N&* zvzfV~`1wZxhEHO)H=MsmSGNCZV#u2LXxSqZ;yoafuSI+r5# zqb=?2u8%MKBM$kPYDC1c@9%@1$N4>=?ibz)SoM+l(tkfcRr%x~r0&;32zWTE)>a1# zm*mf#%a|clWXuFvq=#UM|1;Al0X}}2Sc@+F7qY+4!66Ux2wtLrM$q1n>HCG=0Ki42 zT>6)yD_iWPUGYCzqjcOpy)Do$;)8iHShuX$j&@+9sjDF{q;`zw-HZXoq|sPM$ctG+6MW&~7YcI!pV! zJ*t)A2~kn(m7>Z*AS|V2nV!QK#MK@z9f05;LRV znu-Sloep|1&i8L>*sFV-veWsZy-Wk4#{}tCtWRhjjoz(?kwps&9HuAtwB{>W`1qng z0c?=Fl9ibW`R%ukcfF$=J|ptctPCK$PeG9BcM}t3GTM0MldK?Gdjee;Y&bZjV{e-t zr$XNfGF}6j0H}fGG6?;e-oY4e%JydYtihb>vD@MQl#ByLFjt&@m-P`*Y2`2^9-p1< zMz8J1Z~)uV8yTIc3uwySCs z1a<+Y$^%5&KIygtul0RU@C$=i3R}Lug-C)Asv-!>dZOZ2%nhqZnFg$IRBsNunsfEX4R$whb^*p02cFAK*eLWYSK!XPRmSu|o%IwoCZ{=ec=(E= z7{3I+s?(8pEw((*i8_OfEU>)t_@1~c$-I001NmHMxnCgL021C5mwS{kQfMXb{Jb+X z2vIn)i;N0ULck?m0F$j6<{HZlkrt`eemU+N`I8;B5R$8OnMQ>ZazL4`dUhUnb9g2$MUOqtv?(aPg&IQPEG?(hkf|$D3)x7`W2!&BrDg6F_M%I zJ%6&PU2*uUIqM)FNAfoK6)8uFgTwGck{;A7=D<0i#@_pTE3)OMBgS3%e!sF228LF3 zpHjZK>aO|HS8AC%KAn*Ih{QVd>o)keB*-c2?V=fjPnacWyqQ$k?5JL-dpy zmiKQcL)y;X4_yww*|Rz#f0OVQCSBnxIHz+l($Xq0A%YOsz3#-Rmo+q^?=5Fg7%397 zqbr~0z4_|F<)ErZa@%GXZOT5}M4Aq#BVq#)4!o`O-} z^k;6A^d)J{`G;o-01_>o7>xFK=49vP6EWf$G|}{x+Llme40;q?Yl2~ zK;+`kr`AsElkd!xN?0(PtypGQW5Iucb2_x6_8I zuAH5kZku;Mdq%C68!!{<>PG69K7)9!Q$>XDMoYW2@g9xi$h?O%N`#fYr$@BOE4jE^$ z-O7J<7kXw}EUjyh4j+$zf*4|0DZk(HxJQCG=BpB|qH*H!@=z!$KvEA`_%EAx(6}&q zI*^ywvam=NmZ!xMK>A}r-ryAurGYR;3n$LV+B(haZ}beex>*}kYmdIo*tC}+J6AuRHHz%NHwI6d1+g=C~qBxKWu&+_= ze*LpIA@HFn3A2f}DwSz?V1Cv4>KH?!N!T#^fRKRb3^*?#4YwICp7W&DY;yp_+U-Dm zoA6ZCoXkI1Hylt+P;(|3$4zOiR_UCnw!+3rfA1b8oLr9^3Efe%PP(@QrZT{4WB6gC5_00o`{2`ZJdqXUrfhJnm$ddEW$x zdVuKx2JFhlXf;H8;{G2=e}{s%H?$0?I^6Cjj=J^wKl2XPYo#P&;G}HM=|6?~pGwd! z$hc^^pmG{*M?=b>+bWLmtxR%Hj z=ArAQV-MBUi9oM@Jz$pI^;2dhkiD-WB2)@1z%a`X(OW>tUJYuxRG{6pIopz>)=1VM zjdDV{3M4o9V$n9nA0GS4J%26>YJ4G|W2Ed+Pbiu&E4d6)ut-5Ndk{LnZ)2km@MwJo z*#-fq{91=r0ijrcN^vaK7aU5Z^Tx;0or5q_hys<8*2-rJylR4Bbf=Nr1U@Y;S zOYLFKA4R4YpFY(E^v>JzJzGI%>cQU%x`HP6z5GoNe;{Q|?@$5124O|*vzZ5)*x{UA z;2C6`Ie7PdDgz|Pz_CHn7C^{ddks3BG-$BhT#p4(kpJI!v5{UDI)4gX%0bNOHZZru zgoH4tr5rumLgVwpSwO@fOemLU;%^jOy;|JlKoOF%*WuONcz8hZweIKqC#K`) zpaYRYq@^h#{WQgApAzyAzqPjq-ko;$19g{youiwZPTQFg_}S64lGZ{skL()M1FMC% zGvXR4d5mdO>iq7%_;-Z+Ez45(3=%4Ma_Y8JagDgOV($CP zi@%nwN;|*FgHDH52YvvI&!Dv~Mxd+{=T@}rdCi(kAd4^Xan=6*A=@*Q>%!e>0uI*q zx4HJUa%V(ZfZluZVk7yqJkEsdK*2IqL~Tv!D~3 z{hFRz-FRVNkrIeMnO=5N@aViNdx@LJc2@rP3;j?U=<4Rty9w06fF0;VN48YGn+$u# zEbJjq2hsx;5mM3^>i!j3j2&8}ZiI`l?xaN5S9$U5F{lo?bMLwp>gE zd4916`H^Xs^Hu&POz}vPSU%n}Q>aUn8r0ALDmz6%voT=1XSw!*6QvtILx4b{W2J=0q$ZD`RhJ0&-I@VVG!E_4*H<-4- ztI6(CHPCG3nkCb*53hWeJB_BC-iwDTWB%>dxf zea`v2AZ4jFn~85wS5xbx36pzLiVd5j;`J9REdH$t4pJF%2Q>mxyVafod%G`q^Yn=n zl!!4l*U9ijRd<(#JW1YPoH0z-d?qhz3VQs7@{OsLx_%YK*C68MUk8IXl7i&7ua6R* zoX+lzw5|HIhnu0=Le1{~iqU!8o7jCy>)l^nLCT0NDuaNJ2@vo$bmH862Ge{uXCON} z1_&SJGGG<5s!SMyTJ{!rS5kv~yi89*I&^H9*oF=-`a%vC1fSZC=|nM|i6D`884Wg7 zVnPl-{OSt3aae#L8doEddSU%hz~Cn4w=*p*e$d93?Dk^TQhhVo74pQ-nH2fYYGg=j zq1yG7w*FM`Jr@Ui{Iaav)weVpQmJC1ARVXRyYg(RWQv>fp+Cp@7UrF2oHC9{!o`mz zrt#hRoQg(x;n75@*jU*UxT1L4mrK_6Hj@AFk|fy4DJ1x%}^ z5#9t5Pzi+mU4Vpf1co$%+q-nR_10~bl&0_$vccns8Oqwbk^RNd)PH>wt&$ZWmGv?@ zm;vT3TmbY6ErX`yGY@KOgj3MQ+L17I@DG?RkKp`PybUrS@SgohD*gtQ&fZODqW=+{ zdpJ=_8ynnG2Q%){`D%sTOqQ~-X;v!q2w8hL=qP9V=?{NhCiJa$W}Q3|$N2S2lHPsV z1Cw2w}^oJ_V;t?Q9P7Gry@6UN88NOc-T{@N+-m~~p00dmdkUX5(%*C``TwS#`?VpBhY^nIF9+m#rdy@H;%{}8`fdDYJCzgPw%u z13J6u8Ue2qVTD&4i~*3pC*yvaEM}IO*Nv1?-*&ed-h2%52=o{_w1Exm{4g@EpPM;5M3g-9Uta^6qZeR88~NWa8?0#h_CJ~oU>#(oF2dMH%by~G@^Y=) z1oxXt#|#1k(2<0^c}0*2w8@|fjw8Rd>e3ldUEwtGQZ=AXz8c5rsQg>RsqPxFKZU3h zlXIhTlFXH_2@WByBLy542BE$RM9pfkpbrjOs?2&mq!hm8=mnGi_QHFG~Z)gp% zUBpo{&VB|7?p5BZ^zMgle;8Ih4~%9*hYNNPqXkG?Xdc1Dmy(fL+86h+I~e>!P5k4! zI@^JoVo34Oz?~20XJFOfPm$QhIyosVFe2y1MpE|Ixvr{P_7M4D(R$O#oLAVl)w)~U z7FrB|O%aWY!HPrAn*=NKJSa>1w$!2=UtGHeFxUELFc-nR99uV@&q8C7Hx3jRIDk6< zKO?Boz{v)`aVl?tVT@2W@wl$)cA;#4W;a1W`wb|7qq(_zzU~g9h>Gt|JO>BjFJEG? z@@U>HOGobh9Sns?2Mx$hL@PL;h6kxj79>8P#Ss95E>8HyOv3#GZAG@$$UplFs48LH z1nAu*@kF>Upi7enQ8EC{HF+=0(p%abtOr|P9ucd z#(A-)*yrH@hz=JJS9j6Vn|;>w09Bj2&x*Ezm#`aI>2KjAg5vr1(6RYE9s9ni;7m-sK)cj;#MqF zBB6xJJ-q?ZC0xq64{QF8m= zsoJ|x{VxEi-UjvF(Y6J6mHdp0vdjuT!YCuicp(m+F^Fz-D`0|5topL>CDN3|J`V|W zTp8qowLs~OHko5yr$&2+A3{|KPfu>jBX;(Hm!P0zD54DkJx4t3R}WKeTiT|$GoV(2 zgBjd(kxoYKerr0m2X)UL4aZv(&`-7unq@7%r1t83~|aTs=2W&v$AarN1Y`S8bnQV7)`DY;*H z>$GU$i^QI0?^>;6i{L38D{6AGt8=P_apuCAvmw^352*+C;#u)t?z>t=&h~ip;t%M zOLQ<0h1?A^>FvEF{WoOAqY>Ed5aUI#y{z3(PP8PIy!Cm@X`pgdV0}!1bB7?U=aTjw zoS4Apn1*ilGeGwM1rS6pg%Y(v#-|Up^j?wlUm;Yz8PAo-dr#Pgww8(qbvZPj;)PrE zTNbzGHGSYvU0yEW2AcgP(Lr8U3!X1i}esE~axIg41yVQKgysVpuGTM$zds75=~b$eN!> z-2GB8_v#m?4FttJRF+8nqcfP;WeS-70wc`0xztm9bKJ*Y=yaQ#J2FAW-~glcd!Vv` zX_myq{p4jRR{y}u0-U6!7A8tZdoh|9qKWlh)2P-JYdWls>@lC-O7ECZ5c&xwX!kVE@Op@Q(S54cEj+gyY)Cu=Y zcc15O?+@gP`s^%QA=UN%Rtd-0?1#Fuoeu_?`;Em(i$SsUBL! zRv-ITJ3e#z?&6`Gh((tbKwv`I5FAyzZykP;o@S<3)|!;5zrk-X64){kO_d&4Y*t7%cQa9&`BvLP_WFqsZfDf<5!Eq(JP%taS+So zBe3PX#Z?UF-gocD_irW*X>W$j&x5O|8W}6BRlgy3acm`1Kvay|Ed{Yu z4QCrJSKVYDz~9Q4A;Ql~cse%4m_!}=hJ-kXVPm@XS)lJe)OUOx8S0{w)dzOdRodl# zjHIyccz1$G;QDqPpCW-Jv-{0Ae0P$wd**gQ$9OxYT>ua~C;&*AwqN&wM8X^8f)s;jLTp>~z!LNectvjVPI%`!K+* z`qL;(wems@6ZdYi$f&q<_({^+4S?T+Y@EhP+-KtGP~t%m-NoiTIzBa@Pg&aa`y23d zY_qFfU!TCisdopTpcN;ls5rU@g#c`2hIYFqDUkZJTU#5DdBjEv>#Ect)0a6Tk*)&f zgTrDqJ2@~k{vfcE@l(5!ZEvE8s|S{k_8iu^3&;_3xI>Jfrb?J@m4JN$JeDj^F781f zKpj&89u48uv(nN>~#qlPk?JNELG zlD#O!_g2NmHelEhbdjTy;VB}Xqhn0+Cqh?T=%^Uu_aHpGnw9o- zy|HEOAYGYxa+H?W6>?1*=+L+-bXW;Aba=T! zFAxiQuByXrO#t3BK!)aJUdzaPbqVJ|i11JOF+3cLe?pnr00zr>Y)FVhnq6*SVBi(! zWriKBTWENA!+%Qg98&9-ci?lOAU;XS(Fh?HLcU4*cR-u{L6BJ)MnrzggF=^-f4j8z z(qmh{;1@J7obiXB4YHKU;G&!Nc$k@eVQfjYV-H?!09&Cz6AGPIZ=i$>3J!kDAk8nd zOd*53gvpblGfoDlD_ z%nus6TDY6fEH7K)6G<%;#;WHZ{qZ!hS?^EHwcI~x9@e2}JIDAUVTUq1&@B!w3q(`b z!8{60qye=HBQQB&JPO!J1c_n2gAS&EHJ3AZY4XJ2FSoG^*9bPTnQRJ-l zNy1lA@w*CZBM75F!}9<$DguEq+72Gu)=H?jIUl<2vG|^goTY!v9fmECN!3Z#n+6y| zuAt~>zo*~YBd(zuYuG^mkT@2Qq_)sZL##s`g2GCnLSvpI=t(&8-rr}q7w0LaYq7h^ z;alC2={=_LNLwyeL5K)Vn6kRmR}EQLC@%!A5$r?R;ZJIJ#Gq0T_-puCU$%FVm4wcI zEdO@IFJ;A2B3l;nS{SJSxr*FD(~lAO4MsoIq)Ea&%^naGD+8eeltAy+=Mhkz3;83uSS z7Lfr?3~#s!=$wGxJ8zkF9wgF0Nc6bBAg!9A)|GC0oooxe^VYRf>};BQrEt#rNa^sE zCHN_WrEy{GSMfHAetGfY1?}C`R|a6qjpe(=jIyULQB%if7nLMktGB(O`=Ggb2PFO& zjIib#ArOiK;3MFaX!FKh&|ihJJn=h;b2bNpl0aKf2gn0{h?9cs7b(@`v)Nv!Hx^!> zqKBi=FdEAPLy;Jz_+OVvX9>PaKeNw;iBxd6BgN?e^gN5fwgHT_)|o}2>L zfI38>z}=AwR)GWX&Q$=Q-^0suZ8=_$GHGWcUGkm!w`3(rF~mB-H5d}4pC28N$H(3A zZou$P2h|7OUf&2Ru<8$o-4>_Y{tF0eZiNy8%^U~&!WeY=pd%KSA3j`ofOia;rb*T_Y&H#t}|ND?oNY9Q|-sd((+CISy8^HOI&`@##>(mmB zGs?*sT2un?Y}ifPSY53_LVzqjeE8h-2B>zMhyn%@@n&Q9Q*VMZ^l7dQS5%4np>t8u zB*S{9*+1sj@^C3Spn#u?s=Z4Bg^hu0`68QK@*Pq&Ig?;>(tGWZY;srN)m5b1V)t-! zrLF9azuijs#0Q#Dz15Gk;RbGS!{?GNY;0^K1Lq&mpZplN#}_{uMF9`yTYl+Zhb`cT zs@>fn?I7E0iQ>e6ONJt#YT6y_B&a2^@u{(~lan%p7YvnhBaKnFAF$0$6ClUzqu3qH z&q|Eqy%#y^cM(A;nwPUDwibqj8@3jbGQrlONPj+Pc=367&g~%;&l0{an)4Lo%TCLB z{ZcW!zV_xk-)Z)yKp5?Ecwku^(+-7|+Pxe*qt&%HK6r{g&_gdaD*pbswbsnEXQK@I zXR1R;&-&D53cowt)b?L@{@HzXDm)`W%c#;$s@`QT!`9%Oks3^vj*0QT)1w?(N6U-3D~WGG-C#T zb`@6qZzq*1;=1Okh6_IzrgWg^w4eELWeSAdGYNH_i2>IZrXoB=?7SL2)YpiPl>MyK zof;*fVsoXSc6a<45q#?1*#{5tw8}!E;jh30^Y~~&s3BIvxs0;LXe;;qmLcP=s_zFzn`0a@kG^_`=zkbM6jWb6o`@hRtJm& z@t*pS-d_Py_$fCqmi7UCnhPZ1u=#BTxF*2fO@L{L0z`RCA4kabJFGpPV)4-7>lmMv zeJ?=Sj9Yj$KOJjqeX(%`iy$VuIb$f07S1R|rX)hx-=QZ2dWJ(xM{6#iOUz(XxB7FR z5iS7yr8KZOKr4PkA6PTrt5=z|!`&g0t+U#2m6+^I=>^HORNtr$psmzhK6UEP8{Alz zY#9gAgy9PUf-6}oFi<^(Gu9>Ld7^_Oy9$5l_k$=d1V9r@7Neujx7kA3V@fl{aA}8K zcD%w^p&YZsDCds5IWFBJ^WOmu=j4K7aC0DK8I6RI{O|?TWeTd4=E6=*+Z=k1*jzD^ zjbH|K(b<*oCRI?+L&_)#6%~kxY7Dvf+2PR~DZ2yD4%3}GVQ`2jLHi9nqDUuX?xKxw z-@8f2(J|gml>p*w+az8ANIaIQRKEfBXw&|0`S#93X*(TCMD0dlx2f=7U z4_^~%)gvYKsIEqQIff%tbH&446cqQHEO|HJ@}aj_I)B6&kxBp*!b>0WnHKgmw~u`B+!Us_lXzwXzi$aZ-JN$IQ0<%8JY@rQtg38bOmo*-lOtA((;vAvlM zAsuo{*8;1nuGmbxO2_G)VFlsZzRdC8Mc(oztm|YjHb+3^f6Om?{nozkQ`hI4I5Xf~ zN7PF-9VTyV`iERARV2Pos%XP=MOsD%&}yT1f^0^-;5i4I62x|cb0!UVt8d*$M@ONW zdk1D3DC53Eg&DQC)nA~N?{($M1s57u;=x95^2Nl)`c^}&Stz+atZt7=*s&w>qkPSg za?if3tCL-MWF~@D9hz94`q_p=aRa=Q9o|ecV7LT%KttZ7uCy4CQWO-i52bSzZK=^0 ztCq%WOnZ*ec^<3i4K~*>md=!OmZP!Sq(W<_e|@1ny*OOTpDcBJ6lB0bTtdih%RypnWG6e-Lz&~2UYrj58azpC89#G$@T;B|84m}Ji z!?+~#@}A4AF!O~?dn4pK!HIYeXzO~QVmpB{ z3L%&Ro#zhc1qg*-r&50@f*Qr;?uW`WBI*%$Sgai;#q|dgsnV{K6~>Y6y*4uP`1tYT zsY2LZ&fJ@rU0P}%vZBLwQ!w@ZRQ?|rt-2Y6_M9&e3Gzf=xcc?6VEg&H z9I10Fg9L%NRWoWW@`P6j>w2EI&sOsqC zP%1!&s;hmgQ36P_W`!E?ssk?{pEp`Uv^XldM@&|-YE|F*UjFS#D`c7U>g`yAi36XE ztGIggZDwRaV^?y{3+DHiL->bAQvD;x+_u#lf1BO*+1OlWk9VABSWk&yd$Tsdy^~K4 ztH|$}M(V#Pfg*=c`JbMiPo|fu>55jb^FE(=Fl5u2pElqy7yQr{{{14!B?SRmaULJ_ zT|Y8UV%?%g2ZFGV*%kREl|#L`(hbQ(q;9}*j~enr+4cw23Hue(Qr zp>fE@KWbaT|4%2at$S*A`3sVuQ_mV|U`jd@z-1nqgE;M2-_#YdcY#4QmjBZfDNS$W zeTvM%*qxUVm$It~3oYs_vZq$uz?c5w&1bnp7ssLg{cSSl(@(zoyz$uEsMq@y#qC7M zMP?FvG!61@R&cY-*3uNvNohLS~mmBG0cU&EG`7v9NHL4mmU- zc>p^vwscjYTFQ~qAB1Jl8%SOO^sv*@iQ@le)o5@RgEW-M_+WyQ-F0_g>|EF)JV(Nq zfdE-P_TEdsAmz_B1!fGhS>0t@N}ukXXQ`-7_#DrsmFr_}Qzbh`(>I3Xa6YJdprug$ zGfB{Yc3)4mHP2NzbKf@#;Wn`Y`N+j$wgk{{R5?7kYZin$A*Avyw` zv`eSlU|VRHt<%1?TDpHzfNFcO`Dmbk8C!Mjo=7qxndFoBeYiB~@ExuRM)=#Gr5>rx z=5Y4$J+BLN&VTl1tdh@FRD5!C!G60mISCjt5Z89X&YyU1hGxxm!#IcAEqo-c5ib(l@ zH04pMHSfnfUo+^6up06^I>sFT(5qoe7*MFcNeiCFX9flU%a%gZx@{`f&cYGe;V>b% zHyHwqIoQ6nh?<$&io@gl#ldi##X)Umvb?l(5O{R!&(dy-SJ~ZyvA68i(9|6&609FM z2zYh51LE$zGyre3E2t585SvjnF(4n5Yr}=AoxPm&F3#Ov*D})X5B+>U=G$9$^R94s z8Ug0H{hpN<(N+1sX!#5JKjui@wt4D z(`&`*+?=NRhk)u{lx^AD^>Ia94404v7?I09A|1**I)VXWf!tsRiS;NcGr>=C;{vgP z6zL|U(%JW@`lYNusKs@D^%R~-aT$Dq%XCWoqM}@w>=feRvNP%F+e@?E5^b}`dud

iel(MtAUoWoc7a?;tROBrY0uDU>t*+N1k-k@UKj&(A*Pb z+i12%If&w#w_7RXIjCyWGzp17jZ!I*XDb&T-7;JAP z3rVRp`5(AfkXMBWKELnqrX@_6o>8K;*5lpq!}8knp)@`!#Ff&?X0bMgQQQH4e-vaZ(odi4|lOcLy8G-KTSP z7h|KRLyZ6yJ@p2c8qLlwT~-Aw=q>(yYXd|GmZhjZw|~89V)qEU0^5+hDgDYTB0wkt zfhwe)dq5iRYCVPSZD@pzf5t}5>@E48{|fJz;{9ueL!5Na!ODOfj9r|$q z!ohgNxaaRbvYo+;N<5IstwQ@R$m5ojkMZJp$>POdALuI3{h&l_%T#4C8J*((M^Jg`#^aDd%m}jdN}t$4HoGVz^+~4tVo15e zc=pR%{CI2TT>OrYTugZk`UdxRWSz@y>O|mr&eL;nkbJH-C25O27Zk+LAzSh)cWJ|@ zRXpLv?Dcrz&5t?EynXH}58Tgk0iCbV!m5~EozCOSc(Q!lkG7rYJ4M*TRk7)Xfbk{v z?(^Xs9n?;LPJ@j}^P4LD;a0>$tH%hn-?T=)q{>)_@2BfSJIsOJ)E9+@z`GPBBr%!5 zj{_vSDaMVuKw-Z(X*cB7tt@P7(^;IL9tGqrbI0L&jKu=Mr4>?VwaAz0K5U`4w4<-P z(DK&+Ub?xdNe?ul(43)Nx_rDqGb9RMzGJSEMMt-QD{o8Dhz}@S1R4Y2EBjSmdt5>% zoIStq_v-0aE6o+nNIKp0EZv_!XY=W{GlxD6Xu&ghWx>D=W?9evwRdRZilxP1a9@A+ zMn}pyHmW_|I&a~&h7UmnLPysGDYD1zVHA(X>t1|u^U37C+H(}PUDE3~u~Jg)bQsic zMl~EcR)=`^*sCb$V7KlBw=!`btc|@Yb(-qUa0!5`HV~Af5auGOh`pKike{saZ%_za zZJ}(cDHrL5z9hOMACk_`A8sBzEo6zk&t#km4#@0c^Qqyrh2BdNJH~CqbQQ2n{A1lf z5G1RshI1X{{~j+fRidU$H@1)2VQpI}Oq}bYEnxFPT3d`>PJ)O`j@Y0ytFH`;c%DCP%(|&2_>r*nUz;VUu z-gyq67az`EfXS)i-f@tW$7(wfw~3#{SBdkSk5!VrOtHTU={iO+x{IpGUb``}@kkZe zrwWw*bY4l7f3VP3M1l)zzD8Zd_arVycH2o(3-Vi}{i$0Pb8}I$ls}^x&*~mwIX1S| zr??|RVtM6AV;6r(r!e2F-vy5VEAu21eo`b1(TE5Mr(tX2wCuRMst=p6IDUyl?iaI< zb=>!i;JIv&<*57tv83#DZfO1+a673Lz7a)xQ#<>>T=gOag;b#yOWbIQZJlwSax>XB z*lWX$9^D8riW#&lD$m|>`0I|Tfq@C^X=2`7v`Bm=*SGZ7AoCg$%Td8}hUBw5S1te= zQaaeu*fgVx~D4Pq1#IA%cH46@LUX`&C3A!%}c!T|Be+rw$x`gt=_)Q($lQC9D#XgVq}*x5GHFVST?mOFr`?D@2Vq0>2zD>^U(wdxM_%a_|* z3t896AGGYDR?P#1Rx693I(?f~gF<$tSC$!~Oxq?INKRM!=rYKZyR0z*2Q@g6nON1} zPP(du)QoDJl>?g%>}vT+=NVl3js%YIdW&Cp8^MgTWsXwHWd*5ASMo29#7&s56e!Y5 zo1U-_@4!pF&|-p1B;>ChX5t1f(SMa8$GXwoj9@e(gFFIn1B1wQ>fj zrzyLCn67A9xE=CDGc}`MCsn2?Q&a2_!L*Ru_12Y_AG)`VT07k~Nusl>CHqW2mODyC zbK(?ew3fEpRC<1Pu;S5mePcYQl*^<2nAoo8bJIIq`Wd~DtwIKz(`WSK1+R__+0>2I znYM&JpuSJOvAY)T-c?ebJd}3^+De`t4+9gG@gyG(C9$|-GlaUze+^%*aH%%hT# zJzW=*RC?t~=hc;JQzki4ZifsX7Cd~><<67R-wI<@9cQxnBQQBKq-s#@z)eq%m}X{? z`3p0g%WU@Ovn21oFo;w$AAKafx*V(dtv5;TA#pm1UirbFYbi&ELF8=2R@vH!CV^Il zE=Lk*5kdU{FoZU4{@;dNQEWRt-`s@xqvg|r;vQDGOogd}j($Zg*WgU$a>m{Cf0mBr z7xUje&tK+ye%+>O??wVks}dc_e<&Vxt(YT4H$;Sa}YZ_GP29VW+ikKib zgy=PF^e&Q_h@1tgLFxG`6W_P zG#VE)bPQ@!gj2@K5EwQ9w?803>DB=+k4HdY2ucIOK~gd@2}lrtt#7gGSZQf#7mQE6 zt=8Aq>A>j%?>)PEmd3B}8xjtt>?Q+I0rr@PCj=A*hld*vVn||05wKK35RTbeh^P*) zHiYLvNV3KO2_@x27|rs75e+EHj!mCI+KFP)Wn}yqsj9#RiIPs~r2+;>{l7uD5EQfH z00s#sx*F1q{@xIj$b0no!0VJ!s@1+n{yb-VezH*%O3E*LORl&b!0Q z7`})c=`Ci}EGpo{|ERA=BW1z99&QBRyg0D;;c~*KxlF8k1tPCuR;<3v9*zhHoX5QfAi-c$lifFk$cXQavLAoO`~p&t`|+V8SVq|2CD)I9KG;p)ycRSI9mv-ww3%?BL`6k`EtoQu zPlYBFtxvVu!;#39fnREL=&tld70ITCCzltKdA-X2gJiN8MnUGZI?z!{^}@2Lh>1nO z4gncDN&y&!{!Gz$?dBWMPr}Bd13tA+@mJRbniy9iYKHNt2>mq!d0s1L1uIA|gmF_( zsw@ShV9gcCkqeiW(mu&-=@oJ-x$XLjH>Ra6UaqOaN&I+^sW%$AV{ay`ZdumY9}m!Y zxZ~i%UxB%KhLs=8(E(HdwyMOQIjv=EIxN$m6Zse#DlQ^lf6Z2D7Tg~_u#1H&jA9ER zT8Xp7&K-P?x+wgVtcP+27x9TvQiy*=^yu+tgtn$=@hzv+f_u z@1edbY-3|$WJFb6;JX3!!C)5np+tZ-$u{GF{89+`c?vT2{LwTefctP7HW7pI5seJp zTdX5;l20BRj&wA8&DVH^I*r2OHP3vX;15U4okVr+5A~ltk2RZyFjaB}dUSSAE?-QX zNsUJh;GjL=GU_Ki5ImTBoQc!Uaz~8b!tclDie;vEwKV`Jll}HIldV5Tw#^bDtGS^{ z>C5pb28xlPVw*IWE2E1)ycn721VeRW=yD1y2fMj;wTG=*0u$il^8X`c4w;v-!+{>m zfYwP6j-ll!DV)GNg?0a3aBgIIB$A%K{{2ktJJU3|cS@<9RQEgvS+1<=3>fnI-)x7l zo>m(iDXT&=WWw{j>BM;F&&W3wPTbP~n0^0>Jcj2IQxY^Tk0Lmdzo~V-Jed66A3qL1 z;|f@<6f>;KU_T4n+!UZY6S@_TTE#$K8#6SE@uC>;c)`fLFIyKy0;2l-C;=zb0|aq3 zn&H1$LBaxd_n*Z8OE5le|NSTc|aVjAA)0jZQc4q3c&?OVSt&x_ zviVazR}Wv?*l6wRi~Vg~Ib!*3txK*tebRXh&{7tZ1Uo*2|at&8sR5(kTeDdNPhSG_9_ zLyHFTrRL5<1$!JPz{z;Jb6+i(VaiO|eVNH+2u*1M|9+&P3opIodp&rj(E~1XX#MlMF1tOv1?<;E@2~0=;`-wI+0Ap)r7e|? zD1cioyjrIEp4}3ep^M^>VfGSZ?G45e)&*qyZNUimA5c4ltodths}3{l;W!hc5!<)G zPrJWQ2Vk2=Mg;pOO5V!#jg{`@7BcMl)`$$0kc?!g)47&w@xR*DkK{U2QPDI<(KAvY zy|>KTY4YQ{=WVl#9-fKn6_j`HGdJ9e`>7NG?LxZ}GlucNu;cS7OAgDJP>lQI3IyJl zm!XT0-OqXZZNO0B*M|4%AAhZ=ylrhq{tUi~#gy1Wl?|$@5xk6Bh1$s0f&@Ul(EDoPO&7Dnh9D zB>*aS%{q`3`K=gv1bQ_%g4IuJ={TrSjB>|FWS+?6-7#=SZSEB&HVN>`fgR)`b%%4# z_j^*h!3;5{++=**OijNiyT$7|EDk_QL%tet1cMnkU3Z^@NU;W{5a3}%&FnKX9Up1^ z=L#6T8i^2s8ujnHL8FV`MqUT1Zay0-LTo5OAcF3NukiQ)?>r!0sHKgayL8^3ETK#& zrP+*kX8B1P#kY7JBPZ+IS64g9KC}Zi8)_$b0mqe5sQAVI1t}JJyefv}QF;d*=tWR7 zvB0a3P%)HP)|OXP`Kv4oqA^6llgW_%WOum#5=2TbvSSP=BoJ@%=J!=^tE+|4dlTx$ zGyIR<@HsA1p=UTy-NJ9{y@vnz&&*6Cs+@-t!E`W>5q4lGfyWW!7E${SSJOib!bqd| zZ0T^$66k>u5uJ&{*~1McfA1fUP-kj;05~SS1IJn%CcVGs(ObN9ldyy!37ZZiph8?o z?_7OHGoefGmi^ZTpPE3FB5qe19^##1xtGZ=hNgESEKqn=qiwy>nc zn{FxKX%x0wze1_f9ECj;g05>9i?xS@?+CK}Qa6h9lCyum>KyKIs|Zll*t!x4PO-Bahv?S{j7nYRm9ZU0HJ%=qN?{O?BRU8 zu#Y^iy}#0F+cO;}IIi#td=FT{Nxu~I{ZFld!!g7X8g?Z~K+M%u_3*ATv$?K(T$>NC z!1$q=KR%1^%&`)eDR`&l*Qb|ZeFWBAkx!q*YFVGNC0ZIT?YU8`_CHCQZ=vi3EV~@g zV*xIk*SdwgYc`~VNic-RmS_#Boc{X_{-FmvC1l9Mmq9LFC=T$^!RUD-qU?UwM;Y+|Q3KlBJ_P3V82`(3irt%JDV+q@+AHl~vyKF zpJZBlHKL+L1fJ@S!(}uRUj3^%roZ`6Fq3*oW$7 ztat8^!6XmLYOSY}Gq~Ork3V**xrCisF;PJW>fSYBi%qhVtOJ*@B2^Mqf@mf!zIuHX z>m>5d$;G7yWYNx>v#6p_BI1@dKq?tfLoV!}pdW%nMO0R#+j3X^{-M6SF#ffBuCMn* z)UTvaeXd=q%Q3uj`IS;f8qOPS9frK)iINByer+#V4i$ZvXbeQ{*pQtk6-X^e30-P} z;}I2%hOIwi4EyV~7x{|cAw`K+>{i%?HeJ`M1^ZTeT}NHIcXVbKhdml zJ93oC)k^@~AN;Z>z%#XQaVJt{EfwBCupWE9(8q3#sajHcM+3(Mi0T!sv@3sVUqq9@ zY7!xxOeMfw3M*H>UQ8!Rxp1UDIEl##n`wBLnSbraqG*8Yp5!<}cJ6=E8ejJsl^ zD`H!br&R! zNZc1^#R8kbQDf$B;ZHQUD)ydl>kf9jX~lhb=X2h~0ii=I=44G(EtX9bX)L`KTV)$9 zNp?j)SnHealVxfUob*vV^m*J}LQl!BV)z%8&VJtzQHS^JHMl0_rStXm0mDt%*S768<4E@UplA;c34w1NZo;XB zI_)_eSbuIhyH$x--GTf;_@;r!;G|%;X)o4{(XDhYG&nHtUu5Fj7azk*l#W0K!)w^H3xTjt9JE>=`si_IAWSE19 zpy(=5RhwC1Vq)58<*2@m#zTc21q$sqaY3AL-4L7fui3$mw>Dh#c;u6G^Mk1PLf%9u zPVd@Y;GhxyVQT$7DrWcyS>=}RO>a(*i%EZ)Mu?;1RIk*u0-O{*Xq0)sBj7YFupWu_ zStk(>4g6E;)nQ~|Ux~kEO7S}YCxYnt(DN9vbKZQR&zshr*Y7uzCsrRc*!|{oZ6j03> zR4MjW3qH7#IWKFTUc@{yH1ki*Sgwo?yzkz|y_Jw?@k;eT@Q@w*bMU@*e_yp^x#!YN z;Y@)kA$F;u6=aBOx45=#nE#UW&qHpdRK1%PBjrj}`F`yGQRn{`Z2?ntaJ11vMbTkj z4JzmX?fqr<2Y(mOcv^o0!DQsCE;_7y8Bn!bKQA^}US5vbXu<9!f^!g!r3VTgs7PfE z4H=*qHG%62Ga87#K@?z!0%I-%FO204FtR%Cyhuux>O8na6Ro`;wx@i_>Gz6emHzDr zyaw%rmfpf+PE!>;5S%0&ANlKx&vkEpG?FBsdWf#2K~@a>F%z(3rKF{WeEcZl>|8eD zU=9(46>n#CzTKbr9q?=}M0Rj>_-u?@naaxdx;xZ2kOGyPCw%98ErpBYoUk*TOBgfL zJ5lbJ^W5<|vRuQZHJNgGjG0|-Ess5I$fR2^`7fNDEDRe)7k7%Al3>S5KH=Z1)bE;P za#!AwtG=(R=WzIFE6`G3DV)Q0aP-mXCU<@6U)XSa@ABbg*b#7O(JVEzxKBgmVt2`JF-Xu>Y=nonh z?i5-*kze*=%(dQc(`Dc6mR9N8K}*TB9`&y~j?2S?pM7+7-do)NxsF70ez?@H@cdxk zHb7h0Oa7V5hhvBJyFZx{IvkMqd80;7pVo0Q7RrC-E$wbigzhjaTwdWa&%y|z=!w-o z4^E)fGR8gOKe9Hdl;5M-);tunteurNKZ0tBO3=@qD?Xs8#=WPb16-AZ_2N_^%m^P~RG#C(*BdlHfM;6u3{vw^B>OWR8sXM+ngB< ztum+gF1&OUpER+`M|84bgRAkwy^nEItFCnqQDgCL$aO33XV^e)$7QUB@Fb@UnASr+sOfQdtW-HUxT?cI

P*&A-0IpoxXM8{<)|^{s$c2u{VY<0=D|ZGjOHWFFAB+}|*K3_$5l;^$3(aC} z5-fE0gAlQ{->6t__m%x|w}<;v7!>V|`*XaSiF0J@-S@t56@_X_CJ4EKhCNbyEc<%v z^I2knjWz`TXRO)#W?~uTZMzTaKPf2o7Y@Xb`^A`1}I=3<+{T-zdO%JHZ4m+ zH8=V8AG*U~bLeAuxECmLVQ|`j9%(?@Kz#iCS~f~b$%xtJM0HUwE71S^ z;SZ#1<$?*}c%nD;I2`T;tOuEHvGMT%&?v(ICrvhjWOFY6{lLHtN`kQyDiZ`9tK8bd zcRQoqUQsGr{XC48tQ)@Hx+#dAO(t-jV>B-|eIO!IqkZXU`*!37w)=VSOEhhH19wwi zA&-K6O%{Y(gP9^uY~!AhaSBg@@8xUgSJB3tfQsII_ErmM8g2}5Q0fw4%B>@kp)4!1 z!N>#ZU(0>U7fbg4p)buYkA3NM95@e@qVQv3AWFcgZ&@_b5z2tF;BP)mysMg*oO2L_ zVMHURGXs@BB3&bIvo1bXGX1|z_rHe7q;+QHcj33xj~KXfj7hLELI}+NJiOEF*9~=1 z3l4qY`#=4<`tvG+$`>*EezsKBlxA)2)Z3#Xnschrmkmshreg%Uix`okJtk`CjEt8w z0!}XQT{P8H#-jbb{5kF3shNEc?=jH8G!bH)P(QKhZ~w( zM;e8Cvz;#*0<3CMq;(b3yIBwRzumve%VXr|d|ppLqwTcox73F4p2d;!*cDmar1p|W zf}i5q5V03L1lL;HpDu<*md3w&QO?s+Q4pYG(0|Am>k}pka?UTF&o2hsVc;6ZD*5dfFn}x zxb5T{y=uLrx5=|=?D;?C9^h6jlLI>8(j^=b1a72XU$JP~0Sik#URr1;kkKgt7Z)hF zt(Jw&gi`CwdGb)x!~{@AqB?U3P;Q22C)Or+1*}s=!VJ8527+!tNPPQ7s!JbCV1=<-kmsfP{nMcF%R zs#Q5l^RDS{(kpkpYHD15o8TYCA3?2rJ;_zPsGnv33Bz0*L-1C!*2AirsiBC{7ubst z%0DnSYUS9lH&Pg`BlIB|3OCdf+I)Xp;%%HC`jjm(d$sMX45AdhUNx2eN0WAAjQ&XS ztVDOZGgGU}1!ElQvf=E*B+@@sj{Ks@DM^IECGbxFUkcjyF)BAuAF!j7u-dn0N|*0K znl4b_8!zT=K6x5C>;qdaknF1%{Kz$zYA&inpu~WATDS1%+as2%N)&~++gi!H=Z5d(RDzBdt(ur2_cTL%EpmO+k;_5K2f@v#PTKvoV6@icr2a zL_kn*-m3ANobH)F-Al46(dx{N&jkBd`P~<{=&y@c%}B+EZnIc9KK^9(P}%v{vcA(w zSSV}g+O3e8n%5|_4wy`9sh#$labuujKV8<;CZ`Cifj=c% zs238ZG}cjL**cZ?U`|;Bj1Q}!&!Z$qSE$`y00crM1$exB8wwZtvuX=1wqAdrDr4y} z5A*Wz;ge4oZI~y(X@B!sk}O(=0o$V7c)d9Fn+Oa6Ktx=*}vTiGJp5wt-wQgBK+5z5ML&%fZl3-q^y7b zCoJLC)^=!LN!~u;PVEl!3n}%LywELXS@>H4kyQt)oNjJ~V^5UaY3DN3WjXzBd{(H80V8>;LK53C|zG8TDHLdMlSAD}3;#pB#^gKgNk)st(S+ocL;tHOAt4Eo`X32{#cY%Yn?hJf8Xg|^*B#xXWovzx{3EApZ zHG|{~h=oTvdr+Eh0F-aFQ;bO6Z&xl}VDRE^n*Y|IZ2X6SfV3P~t(4fjO3<0wic7_R zQRZ={KNWwH{t)j#5j(*ysV>I1>4QxU#*LL@G_b!#6z6TE_sOMw`O%y} z{rc}sBu%*`pAclg}`*lVjI7A=ou*T;)@N|~w8h&l< z<7{e(0O|cEb`Gl#3(g?^J6DGX88@tVAnn5pp=^H z%e)HW=-l#b(9{FMaDLrIy+l{S=qW_5ltwt*#Il4TtA!d%f4{(aJivTnx2mn%b4_3Rfyfw#quJiXr%rkjE|)N~hk8?uPj+pF9bM@mC9@*XjCriz}?xN9Ma z_$b+&SUs9&)qEx(@X5i7cE9}PyOTJ}I#OkL8Xv;BMvZPxXnRHfYO}4*6Efo8oqy1} z!SgJ-{f`KLf?asOH52AW-V25ii11|9V`MFn2Q^J1B?`!4$vpV`&l z3H)~|pQ#_SX#mKG<`FXHNdd0s%=RK|*Z~`fgRsAhXSvyb2)f4Qh5F`z;hSHswLEeM zTq`8AJ3avyqfqz476@_vKrqD$Z&My*Go51Lf0peGWYK(xzCy^LCmpNBr7?to6KZUP zr++xO1D<(3k|TKDQ5gZuS^($RWv;(5O|*h{yz@}LFUN@+qW+BB5AR&SV-l>qEET|m z6VG_-XAOm}Ws<1pSAxr&9u7+fzW)AGl~LTKx9x94cL<3EGssx*5OkY<;b{GJW`5zt ztIGrk@g*Ei&d7?2+d_v0l%()fm0M|kQD(B=uC~_x^5ndL|FNZ=b%K4s_{8!%1?B|H zRuc0u1kw8VjE2 z@6NJiUy5$eWgOggcYiqoz@_}|TLsrNaV?QT0p!(MT_l6@^oj3r)lfXBuxi7GjjpDa z71y@EbYf*JFu_|lh~NsTSD=a?`TtXHkE!&!g|(S`1Bla!oJvI^RiuzU#Kj0TDgTYA zy6a!U8`BQ!MktXSn_M4AR2g_HQ9TZy68N@eA`xz+q@;8^3V8$@8Ld`#5CcR(DP@Rn`I%FI~wlmb5*4B_;J*GY%jR-Ax zEPt7Ty5eDGIL`LjHw7BtIi(fT+ceE>H+<_)ktjp9Rwfff+iJl7ouN|g`)y|W=4mI! zV;KRB1;rC>!BL~FE<+=C>q3Lrm1-8~v#D^;{C;ZHD$H^8%t^=ASt9GRPT^pq@{Dga zq#v{1F>%9eg)fO6-wj1b#r!CVOSo@;A|Qk}*4o2%DK@Om!>ZTieb17C%O78n}Ot9OngIDa_uk=eOp!S3}5e>`*xnC>~gPbhkZEQnovjzDY*!%j1 z&qHL`I8;wC9H(B2qgkr&B6K130-|~C4JKWZVdS+~BO5^wRJZzTK@kxVMstFdIxC%= zVF&Kg!M_SM{ZB{-e}OWi`e6M$=*?~v9E0F)5PuKybEQhXws3g!kHT0N;Bb10wnRl% zn2XogK|*48bfnoTd@Q1L@y8F3liUzDUQ#0dy$%D$|0`f}3@>}BzdW4nd*2ZW`2BMJ zk9M^X_tUHtQ24Z!a1*a~>~9IIO$2(Rrjnfeg?pu}bj*UQb}(P>wpus2jCPra>O{kz zsWW#h{M3;t#pJW%;v$22J2jX1>7_5i{M>C4h7l*(V8d=78Nw!Vs}Wr!-ttp1>QF#&PTr*?~u zH+0KuuVM|%oRn!HD_=5I%T4^yxw0w7)XH-13eRo{_RqqYe|9-XVQcU7j(fG{_O)^| zwsYy{3}_s6TdQCmg%&^w&Teej_!9S1`IbeC3-CWg#87C+t*uqEB1&2-$=GxM9;-UD zM0mRkbH7^E14&7c(dEBcT2U4_39wO4i+A?(JWtVGjU0=bWv~Woig*BmbEgF)#y(K! z!aC@0mgQe$(`y(jg&W1hx=yJD_#A$ZZoW%NfEoco5LV+bR|y#NEtZoY%nL`73|Ty3 z{)$FhfjDgF!cvDulMT3oV70UgLMX%Y3#vKf$1TS&5}5ASRmDW@^>dk%Mz(hrE>IHE z+)|imNFFR;#tBJh%gr@%nz&$_(Vco>xa`TBA}iJPVf)02b(!;CL==i=LH3Vo6fR@j zWkD{wboRoymrjQTA{${h`{zLmPT|R(#lc1QV>ciQXcubqnemjE7^-!ju!Qg>%DeIh z$TAgp5XQ!mi1l8Ts1bIyE?Ac|ye$mG$9jjcwK6cB&%H`a{3kfSoBAG+z>BDaCvb4W z)Ma`V8+d`=cn_n;`&<(l$}@k^*LzyXd6gcv1Tf`NL$=GUh!HW_!9Iq(BdhE5A?A-5 zw~iO%9AA+>*=eli9txHtVmwFd=`mW)b4JDQ3|mFgTl_D0Z%H4Vc|a_Y!K0|CqbM@P zRK=S^_v!U!=c&`8w?#~)UlRv^%(F6fN8WR5=9Lf1@irTRKQ)S}oZHc4B`QBZW~Fo{ z-s0BD6Q>cgcZ}CAS;!4=g-#xbKy_FD29xIMWTt2RVGg? zT58JFo5=tZF}Hu^!)GlT0TOJ0?8$Wj1<`6R+b2ynP}~gwVmTf;a$-}@6TdZn7r@my zY!*yMpiq$iqQU|*_=u}}ccWTz+^}@8u_m5qxJ*n%^@dsbDLuLr${V7QE3c7K)M8#Zk14!4hiXpQV^sB#GpeOq(e$VN-0HJ zkPxK17V(ee`+na!|JfH?+^}KAoO8?(cPtgB$vnZ|Kp9^qKlxt7MtI?Tnz=b=^ji`^ zY4%Mv=Vj*g6U;8tGjso8L#=I%6iQ%rtqSqssj0Qv`AeL8?UAg4*x2x*QUNpQmvSvb z&w5UeGI2w9K3ht9DEDS|6PZ-kSIg@AUTkA~b}CDhh32ynnj*VH&X3mKb_nz^1mS$3 zjeDm)*Ccz~bm(s1g4?Vq^pRcd>v>^A^34-%mrGszmhSdXO@||V6Lzn!n7$GGdS{_` zLV^iNKK^cP!jKVYi4^T%c1k$dTmD>mpG1fc3%PH;Pt}*xYAtRXRn)eT-+r&M{?o|B zlT@C0WlFVgS;U$|XiYleB()Hf8%khOl^S2`Chz&}Nf5^Y3_k<`0yYU(r%@P1q=E{E zI6zS1B@CH3wJxR8OTy6-kIdh4-|ym(>gB$8u_KEOS#9-m3-=*;YB8xbo3G2u+iK7) z9=R)IQb`UVqBg*7IkmGroq~y6^fScFEH!Dr5kS%#$mt%!5P7s!NAq-?CYV#fKf#oc zl(b8;_!oNIZRq_}b@Fg^39%GMfPe{@sG?HY{Bbigb2f$_B&_cYo!$6)xyOC-tsT+Yc!804Cu-M3W0=I^M~a6x_HIvu8g@nGQkJq8+Qo?VJ4>dZFownEfJ+toy-)7(ZKv4p7n{mJ$!Z|J z>3Eh{m?gYvOH$Zj+zo`lLlzd8K|;h-GxrdRU$O?w>Sce!mNb9nFV|CfJ+wW5>}DF&O?TW zoY%w#EmJ1zW`I@VczX0a3-h|x?!B}K+c&OvoFFRIO(od=UUJfP^v<`ulC{6Sn~OAj zlm$(tah6XsW#1{M>nx?}S#KzxiuL8m@u8Y_3y_uJ=n@=>_@cX#g=*p6?PsVEz7E_9NzIar`?Sprq>ZzNz=x1hzUagsD$5OpF zrC(c$cx_u@**TjHpH^$hKs)f&{Qd!5Pu?mfNSv^Pk_0JN03t?pHM32{XvTp~B?GdN z75KD)_8^&yVIlU{ccYIm^J@YBPnagVpSSY?3?%yE32(Wca!we?i7!T>R7GNrI56GEf~(Fq7ZR-i!gE!!%Vch{$F9- zeJ|$t1z1A?>FHd=fv9-3XTKGmn{7sOTBY@)7e=pHxjZqu?#*~KQZ~gTq})_k73TQS zr>2_L{|Yl9$UK`3H+HwM$xzz;;wMB|JZNha5%G`JdJveSZsz{j$&DWHh_v(1}WjIrzn$jo2*PH(^-L0J1+-Dq* zaV0`c#p0z*jhG@SZX@o;ElbX(-53U3XR_hsJQb=m9z^S@JB)l~=eD1Wwj zce7u+o=?_g9lFD!IBZXuz1ntgQHeb=5yjsdp6h2ldp;ugU z+JBF?^nE<7)UsY?A0jKbz%(&S!2YO*JVMPy2mbuulB-K}6@kv>#x@QSTrJETfAW3{cVjhL7?XZtXxNKv|X ztK-`@C0Ez-?xrBMtU&$zcqJV}L*|ItA!@1K8Bi(*&{nalIoo5UBWRRRv#^B0w7ye) z@1`mee*{n~qipWe)ek7us4P4GSFf&09a>2eHyak*J@btH#`CEJQ_}U>*c5QM5)t0D`eyeuCVx=Y$%(wVrBSiUA!>U3I^&BMKXZ4$w-?(l5P@wD_{g6$3eJ|E~XTNytquhN&z7$a09i5#x?arDzYf+pE&!<2>q1AuPL7^#6 z&!VIel!sQ1Je{ww1ms*?YCFa_f+)a>ka!EKzdwE5w2nC%mzYTq_4e)b$*>{1qXEsT z<-0#ET|1&#W|LE~_~aScdE;wV=c8U5w6@rDe1U)6$CNkw`KlTMYkcRs5R5>b5+yNg zIL}2C>gB39i!U9f>ocA;0kO4unCh!B_wbeHXX+m}wZ1hgXKoX%+i}+YxYH0x{!%e} z;m)S#%f$Y}VT@FwMk?HKraY0rBy`*M-KhM;zpe2nsWq|C3>X!nljs!b2Yv6h@^zvL@;z+zL;rUUPuJ}(5 zsqGbopP~hfjIjiqa-4m+Zq z{8CS$#ik%ikL4<<^|`SxWKwtjB)N|2f6JTmq75eY9l8_+7n=84Jre>B)}Mi<75qX_ znVnJS{>$<4yKn_HsIlov3|zK6;fg%&1V`Z@_;PWhQ{1Bvp<~X%pw&yP?Va2U+VcIR$!4YWMhp(}(%t22u^B#z1YpF4sqnlJm9 z>I|;bW+>%@_J-icDV7^ecu`y;8#ph|Y+VWq8wE#KwB*@~7gY(P$#Wy^T(9=kOZF9> z{pdWS4@4k5?284Z6YL%|nq3>ODH}(wqEvnhG2oDsk~TwSJ;&vLR@ANu6d693^0RwP z;oN#7jAQ>LB9?nciGYCk8Z)((WP*$c&5;7tZ)GnDdB<^7Y!bzrZ?bnHt4B7sdUxOA z{{F4s&%s7fw~pIal;puLMAgwt#KG`vX1*5>1%kT@r`39|7OSI(C#SnqZ1jly7X(^pBBw z={n+mt6gOONLoa)W?1*7X!lsP9meT>NXe?q(nD|DU&J5D@U3)zHZ}QY;uv0c%{m%2 zF_<8YoKLJ=V;-a_-a&3VV2-}bn}1|p?zup~2CsAdAz&gaZMBEuZ22mXDB_p0jjeu9 z#uToHm`&fpo?7Pkas9S1H<9U<>A6aR=eVfov0THAV*5vg|J}Htt!)8-g*QO$*j=3n z$E?!ngcbq%1~6I#zbfs!?)qU2K8vo(Lhi0JJHs$%t5{(5@ zV_lntZGZBQ1NeN?s?naupBZ0O4zv4S#Lea`F|N}>pPuW=A?tH;Pcl&3`n_(B7Gv7~ zd%+p+59&?Oqi-IGH!vLJY%D<&pNw1=@%fQ^wLc2ipBmshZA`aqE`af*Ed)uKj*L^( zZ0?o4Nu-e(-|9PI+VSD%fov*wyU9rKedjuNk+|B6q1yE(Kk-G9r>MTa{;vhvj@#N~ zN}`v!v;ejjHo-ihRFBYVY4e>G90#(Kf}u0Tmus+n@YcYpr}j}&4< zdG_sF9XFkWM*PdSuU@qt#h3E<)THPkEB*bL@afd-@w%&n!>(-o5+dWMpeT6{*@T zxf5G@x%rw_{H~*w26u%d(@r;2gt)WC+pWiTwN{)T9?={ea8KR{L^e;IM@6r5op~F3 zWp4ghf3GE`TP3kFf-IutV7|AzH>BunSWpeo3NEp>8CnX>>YY5wUFGXHvxSJqdFR|s zmHU>L28rP}q#HOwB;KCLNyFy2X?OoPCy4TLUndZgxUv?(gt`2C{W`Ahl*C_WS<*&g+8O^ zS)370hvC>QS%=(nxSi|n5nim+a4zSDkymd&rRfWwvFis60`)5UL<|u}cur@D#oZR; z?&1pz3Q~gGXPgQKNSI+`4xb9|Qu|vPl{>JJ$1i%1`*~}C@H~U1WmB3$)5&pDB%38{ zRx;GPnXhLUo4AKR;=qTQ5ss7$Q`LAgID#3uE)gR9_m2XS)~hJ+mw(-BAWmIbKtN{- z3rNQrTF(7B86(8eLeYY>7n?}+B~fb_N>s4({YOghqAv%sd$x}5<`?_lj77aBV7W?NhTvIP zv^HvKS)k;MMN3j;$uD2ELKCtR2Uh25mhgHu_$fiJ#o3_j)9gH4DuovdM_1JOm zFl0#5-uAaZD9MWwTS?5%k5GTS#2y+-4fzLmixk0o189zhuR#elsLdkH!ev?k&=52+3~sL{Lne6rSp&>Tt35W-lcp*KaIG*kail09CJ|=e>_<$amlVgrRLY1 z!nnAc3>VCSaeKl00Enwmb#+qw(A)r8XKVtV>wAP^ikjcqxFw^Sx!T7lkudtb?Xjfw ztBbQZQ{Th_uDhTN)bFm2o)_dGMs>f&(fJS>rJ&Hp@Bf@a>G$MEPGS3Z*L0>fEuC$L zsdK<}n2EW-cCY^%@qy|=bd(KK`=0O$Hy1vxR-0Hv&S*& zy+bl}_mlN6BN!jo$iFYW-%aWS8I;?27{4r5lRtg*#c0r1qsB-v>q0b}zD;vvSa3tO z`a%ue=HRtgYX!xxh94U-!W=zV`uD5S(#v)TG>iaK*sLLQd`|Gio}*SBc*c(q-~b!* z(YJSV<%=hf31P*BSY`ai9nOQ<(Mzj-i*pW*zC6qyB(=3Y=ow!(wr_h~sdY6kahVVC z*zRZaIGFovHA3q#OEbhru1k-PLKER)o#KF>tq)aM8M+C2+)cRcy&G7lsHV zr9SIOj+6Mp7PU`dBdD)JxF($yCv{>R#~$b2K%L{^dDXYac_I-weer%00ghe5srR3^ zkAZU>45Xnch)OE@`mev|VJdMa%!IklWzs3XGz|3GS#56cW!+u9hI3KqH6AWLGdU4x z$WcZ~kJ9R7@3xsZMl`7l-Nr>#b(23~4Z$8bsvFzXJa-Zo^bk>hdVKKVyDELWtph#N z2f({!mhqEvUmbq|w=V}2WCXoiSVG!!O18zT%u@_fLLb&mYq$uB>`o&&gh)M6hPAq1 z89Tc15|7_ooTWFcEk9bs<0n&83~h#40#0r(5hco`(hv`~@^e6ks%%DXoxR}t5T+vq z&2foi6N%a6gxu=~bkCRO4gPsn87$paBB+Yr32`wH()9Evp%iO3MHA zXkNy!+=`~sZe+R~m8weyEZNcNzBDGFN~1p(kWxvDv#3PA0WS^HnUTi^sW)S>eTE10 zOjl5~VDAFiIBGa3!Sv6@T!JiSm+@#_0hi~N2Y!OkS*-Rfbfq;B${!?w{s39&b~&9W z#Gm3li$d{eB)`nn$+lOV?LPCISu;9$?8EWtvDj<{eNu@tx3Com z^dhHx$&-kC_{;K!$H#{Z@0N@AVr1l`wWVjd=M<#1+1Vo&ib3xmB616W?ZUtxdz6ij zpI;HA9%A0UwZ7nW=D8d=HkZI!JyE)HgmdZD699w$*jo=tR?JepJz`#B7!5+}z*|Vb zkpDa{IsUtltw(vAk9(8N{-OW_U+dzIS240YB~A(BLuDv#;0Nkx4=O?FGcGPJ6|Uc_ z>1zu7jAYooDDB(DBvbp=>2*Vc?T}y%Dm4xV{VjsXpHaXVt1^kLtXJ|@)i3Qsg3t7O zdUH!Z23cY0tGR-vkT^P#gz?qS2cDkOlS@NwUjuG<`?KF@tqfUG-#DmYDURwtVVyE1 za=~$|l7hU&tYBqR@^lj%AEr}~6FE&y>R)~s`|YJ6s<&_7z5!e|i2VD5?mIcGq05t> z??c|}=}H7Ge}qZ2KeejDx_K#12ca`Hlo@t}tBSzJz zV$&+dbNB^s@x>fa^Sxt9?+B>Z*A@v-{-y{)vTM$2LBFBWX$S{y5K%aWiXFdUzghYs zHM@iFc)?p{O*BFrh$beIqCLd!LFiW|>L-|%J)&TKjMZ3xC1(1SkD4 zg{EZ3VZk&n)cCI16Lpt{hKKVRe5)@S`Awb`>SKMU;eIjE)WLvvB~}nfs#l?S$Y7Kb z*p&SblFcfaKfe=+1p# zAFC*1JjxG!oQ$(tKO{}P?&u`j(W~+>iv6c;o;HrNv#fa5pX%~kz8x7b=zH{Nfvj;1qp~}YFY9Csjo?Qt@qk#2K0+F$dXL% z8sm6qyQL^*F_gBb*^hE&tzIF=i|w4Hi!mLs@QHsLyY`hm=rcN7T}MP(zSBb+pPKsn z$ykN$1*UIjfkZ7u(Bzz4-_|^x?EQiJ#=U1W+`m3EnPwt@O;G-5n4Y*Rmm!j&KtwTG zMTGsRBp5BHNvLalGItpyb~Zq99-I3MuIz(yyc781aEggBX=(LLhOAR3Gqw4dr@7fq z7#HB7Lfh~fPk)_Muk4OIZc2I@W^YhT_~oVZ@%>7<01gD7-KWn}GJ?>sq}i(okH~+d z3@HpijWx-t5`(DcJ}0jKE83}Mf~ArvGvi}_G;wqL{#CbAAaHKVpevVY@(I)6?YYC( z3jq2V&<{)At+~_u$xssdr17JrK{MizE2jcU(#)u`XVg4g=;-rS9sd{KOPc|k1c!G= zF23*qg@om0yQ^ga1#_I0XGmBg5JH~V&LtP>)!*WjpcL{%HX(;4nI0!j85;mp;A#cF z2++y997z4`ahe_{dlDWWDuJiC0oDPx@svWL(NBa~(w&gq^C8ZM+a?h%^YZ-#Bf_i_ z4+BRES_1IW-OJ8%;R0t}+Mi+nXp0)35Ldut^CJH(A`~1bHTK6@*IoXQ>+;5rA%etw z4r|=6Dx2~6i&iVH$)3!CgJIR+a&Xokx>cQAsc z4h)BwU7V-m=7^N|Fz?ahZ@9`4w0kMi6#Ry0b}CZZ(^2Ww;r@i>SsZR8eys69J0-+! z6Nj3%ze`^ql}(;1S*&FXM5m^vqNI9(_c3TBdCuo;QSqRSui)l+URq2f z_d$H_n>FzjXzO|SQl?u#x(pbYdgFV+Ijq{$O+eim8Ary@O`uHH_vxu4Jj(yo%mb-Z z$zi1AL46`cU)lV*x~(4JaX*aVxbGgh>)*?SDp8lk{qFuS87ju}-pxTtfdg*gZr^TM}Aa?~Eu&aiEjSs+l`FX;hBR3*JTP7e1M2ulj}i zsE3||Lq@RZ2|7*N2oG0Iu4%Tj2|Rb(pFC-eXRwPJJFy?SbL%lqYwDM0WYp!x^!MtB z(>z`LrH8_T{i3iplc&eIZO589My%Nb$d1SeFHCYghhhiZn%PmpW=*K&nh|br`juXbLefAT^iC%ZA9Z{NcI<)cG?sx2(*bypjASg_wxIFyf$nS9zM zk}ilsNom^UuMqkthhfeuExpJGNh&Du?F-l&_1tyz+K- z{E&$ouU<1UGQx6U0q^bm%Q|aXXnHthIr_C786{=WckG0nzgxePQe%D+Z>|kY$S;Xq zm>fakQp1+fF&g8`!-P1HSOo?JfwtB{zZ$Ai&L84z(7Y!gC$Mru;MPI10G@!-2eWjy z-cScI3XEnLmHnj-)~}w4BpWWvCKhwJO4wZ~d-Da0_a3hI-sqkHoW2v23aGTGiF{&X z+bs55Z{xOva?b<=$SN?YEAjAzA>3=pFd5g>=OJBqMT_y5buM9k866si`^z)iXG->P zEd5zUVLvfGk;27GINTBP@4o%~OF7_5DC=`F=2(Q;UoO*6Gu70Te$f0nhC86Rp>!AW z;tk{LWTe{*IKxF=6|TABZk)oJbeoMse+T2l$Hjl;Qcr)PR) zs@Pq|y>?0~=fq3C_&+#%iJS9c$7p3aeMg7WL_0E|o!?hw=s%zGbYl0HciSM7U2$8Z zQAFS0f`9;jR7vRc;^5CpZWUY}odcA-tpA%A=I;kVQ`v&^=9uWf%+%B-pW!~L_P^&{ z*UfYqE}?xensDA()B}}7W~fdSU)i&~rT{euIcH}Ptcj%Rn2?&x=gLJt4-cezGW0>I zLaXV@lqdVMXU{bA2iXxC1N~WbxM-%QEgHWD#%+l5b2k@*Fz&0mtUFK1QCDqwD6MFNC!4k`9^slXU>=pdVVU9g z(A4Jo@I`9ffB2^reFCC+mAQ2*E`CI&VTQ6qoC|#?#c59x8M?Q72C&?_*XZs3ekU3( zX*raVFizz9{qjzdzd}d>_;=EhNvORg&~B2;rgPkMY$&Pp{d<0+uF^iUeP;=8rrl)h zsd0Hb30NDhYi#R+O^W%rOX`VLYnCfC)N;P z*rh|0L|4urO*cDAJhBCJ-EdI8hugW^2Ly5jQIGhJvIO|L{YE@gre_NOp2FD%pA!Cn zS`>(_cC|bDJ}em~!m|s)g_qoR)}WB~S%dxAzt?WwYzh}L9{c4h7M(CJHQbj=_t7?? z!hYsU6S$0HhAIV|mf!4ncE1)ZI~&Y%`y(gx4*C%KA}J}Xoj#UVmU4RJ+6Npv4S z>?GXGI4iiE>Uunyae0qgt4y~l%4egOr3Dqi^1|fwWVijLvIrTPTjADm6$S3>e0asJ zfu0m1QO8OoNuSRq>cj1BM-mc?=T+LN7}bOQ!l)lMO9RgtL>|4IpLa9JZ;FYdw-s)( zq8IyH@<8hs_|6m5+P_CmNq_&|mA09@pP;^i!+m9z&a8!SsPb%tewvIu%Q|v8UkATj zSs}}>H<`j`FKNlFB~S0?Uz$ljzTJ_Mh;2A6327@hbckB(iF$kaDCv^a{)(?|h*qD5 z`9$!%XCrO<$-|H;^`c9Il#aO_l;Lf-uPrAc7Ysr=h`N{-Tpn}0@CnSh2Q6tB%IFlX zrG0W_Z-it5RC@4;`7fEudb!>%lpuJ|36@QBMRku8Gz2=9sVi_>f)oN1f4j-$GVOQrek}qV; zrWg0ti0y1Jwsx;%K5%_z&pER)77!)_X+^i(s|y`q82og$V!jRLJy{ z!c;5;!3ASJj6ospFJC6!2*P_Wm2!WbM46gK_Q&`F+(W#{qIY+C#lo{Z@~bZ(O`L0+y+BF9G%_ zhHU1#chn;70d1wlq~4$}?E${rk76MQn6R$Ri;I|uUMV|rKP=yusoNf>dCicGCyo%J zUd6VNYF6t4oLx^!}!S@mK4 z8I4=F%DV;8F~zK~Lq@9{HC$HczkXZbj#p!St8oi|weI@~b8mQ%c@Gi@kO2!(8~xYS z_9NOS<02v!6vdh6Hi}nfhKIW-NGD!O=h;R_#YLGOsAiQGX-|<~!u?CKH_q*lygu$S z{fA_09&hVUJQblT0wTDTY$CV|{dj@>q0>u4GzH%SN+@{B?X2y+y9JugI*Q9=cRp;? zeUzcxH1&Dc-i|}^&L@PJ#5u{=Jby?{%|G8@CF&EeqES1v=;K@ArchK2ZZG~cqL?Mw zK^gO|T!HsXwstOXkg(;thPiH@7S{ZeBtj{Qg2QHGUn_Bv#G$4?EBWs1i@0Y0pcX63an0meang$}hIT|)-Z1A2a4vNK zniS{7i#f_l4Fde#Sm+hV3iT}^JMo)DYYq{D=>r~gU(eZuEN;@Y2m@976$j=D`GZ0d z^k72ivzb!4Zz)T{mbM!(7jdPg_MXDIgt)in*2__!mmiRw-w(n(QVZKn*^Q$fl zq0aFZMze9LmB7?F$kGVd7l4?GoT*z37gB6M6Hj^Gulx*{318&)1j8;jar%>w{NdHr z)uXG=xioWIb2BzJWE=hFq7vd?Y@H-M#wWhWYvHuR8TAR#$2QNgO#ubPo9?RV#u@z`)<=;9hvOq!dNIAutgwo36hNaBioLq+UosLelJKX~O-CD1qDLund%guw6vTsT2pwDVa*-6hhC74bIYnj+GZT>ox7 zz8gt_IevNHRRYmX+iSGy0A82Ii*Kdlh<}Yc-%QXR`upG)}Vu3YbxK2^nVTG@M6 zjL=nr|FCy-=!3CZS)e=9T-~9UB;$c0Ds4E+BXgFO0%?~SHdz++Z|J%Nd zBOp2Eoi0F7%-A=~8qSOA&6{$ddNuoFwbm*mSm^r>9xiU;s8-DI9#B*B2UTz1R)Tr& za*tlj@Ke^Egi)G?XEWm9xI~9dd5%eIgLU%8RIc*sxcU6%jv!RMMKAW47*|shP3m`Z zU;X`xOAt==6QyxVc2_?^Yd73>GufFh)1}DIl9FlD$87~my#HqdOLdS*e<%unK!TJg zNQCI;7eXPWJ!=q0yQa2`F`iv=m8go}y!XP_Q5!=Nm?Om-Pg*tMZess5XdU$&hl{JV z(ARt3KJz^O1Ocw#efosBo=%#oIQpTrGiR)YjvhQ%;SjSq_lQc9i&%~tc#pF3lOg;6 zrr=iROchHNGWx6UKIvmrDS@5?w8DLOH*b`*Xf3Np-JGSvm-7f&p$%k{lyGd>lD(h2 zB@0>E&u?a^&8@a?dKin>&7^=M3NojhhfaKK{>*vq$?j;Xv85@%p>XQNOr$S)$ zKS6?>zq_`g_u=IlhQoiAKnws#ndPXPoUzy1w?X}jgMVRXIv;LZqrfMlRAusvqNl@8 zOos)HEsm=Eq@HGKYSWg>qHFp(9F0hvfCVcwZ`Y^5K(TyC68?=hki6?Ti+&VvqnN&U zfRrk*MC?|gLkE^~ZX>GQD^Qz!wkWAC{IW)_p}Yx#Uby4BZm<5#F70@s7z}1E_=NXc z#TDO3yOq}sClrhPLcxq~c57?$*7(c47-M_3q_v;l+&&FxYi+AHpAMWCIV+n-hrS_r z5%p4eDGzTo8u@TZoD5f-kT@`?ZD{O=@s}95Q5PmxJRIq zByGV=2xZjfgY+kTzO(H0>|n+|K5j0I7%DZ+n2xn42!-nq7Tss4deAvEw`W{7MZNPDT@_SEd%H^2$H^)j`?Rxa?FFoP5EeQ9`L9IAb`wUm3PG z?nj}E!)Za7%C4LRPA{CNp# zG~mYs#NUuo(Bl6#QC%=VXlUcRDqCWIq}7^*T+prRNN~Eaiyci(W^=^|{kHpiqj^vF z&(^IU{160lKfc;#r`ODva^<)bJ7wlf_c-USN^f#tx0XkSRwC&XGs?*aY+K%Fp)DC_ z=Ws6E(H&<>>bbxFX>@Uj>GXNXq|bNag@1!JOF6wgz8AVH>j_7>R0aeioOd_QVkAP_wT zsK5lRLmXyA+k)ZP)AMJ0QDr)p$Qv{Pxm19;KTO7_Wb3_t7Wy4;_HuK@(XnF7Do7!T zAmBG|)v2tg>W2NuWMggTym4c~dhodRVTh!S`Yg5!Q(+wO>J=^g1%g048$fok<1CoF zG;P%lahb|z^uwtjgi5zRLnSw`2no!+!%@N?ZsJ(afExUqLki21GPH*M6EJ12@Wq-ElZ zBfmaLD=UV6Cqpv7?Rr{W463WUI9~lZ)z5e7WZg+NW8?4@b?a>$?DcvlGbV>VS3r_g zr*kQfEmC)oQkH%;5WRnER^46q-$O!J^{Q{^Izs~KEMs^Zb^?(5)s;N`5xlh@ckpwh;z=mi>kMU@kndCe+v8@`cx2j@0WP{IdpupLx2=9-mvZwtOS=C4TZe zOcOvkSXOV3q*+CC&^Him6F8tP;tlWSMsao&8Cm{rgH6SfnXF>)8v!%q)5t0rNzK7) zv2$^FdK1N*i3~H`T9>rP+}EX|K;D{*pP!sDJgaAv^EV#?UxJ>#4b6eS?=`>2+?Yx( z(?Wf46`}%z1okLKiF|=6Ypq+&k{-$JAXEuXuu2&P!Dk1c8YNRo_Ld^I-Ngx{iH9?8|0v+M)0gTOw` zjpCUlk(V<12P&hNw}u3#$RmDyDI537uBVCCPwK0E=EG(F@8W69bNX* zD)$EL`51o`TEcj|PN|D$ok!N}Q}IVlelIK0@HXy&k5^D06A$hBSvtv2}Jut-fg>B6dL-F=*7_} z9BM^H#pos-;eYu(ed$j0J%+QvU)6DbgS~>Hy<3E2Jn&m|@{O9vU zk7c>U4QWq#a|S1<5w^ltWQ@&D(VY(Ew=KtEKwudo0F2N3`)$47821p45&!VazcK}d+|l{&E@2!00^vDnN(aDMDJMe;Bw$pWZv zXZsci#!$rx^=0el$0Q|1fCoUf@3|P$Pw*231^m!He{hO zo2Tjz{YB{Lv1j z^;KM`V&7-;-y^;CcG?qD>pyuM$i&FVb@{TkU&G^G_HqEkF&?0Vt@_Z+5y~K0P7Qe@ z*1xr{%F%Sejwb|^c8Nh=`7#u_eVI4u64nf~wF8d`j(kwlG70x^anIpANeINnrx$t+7 zczqS&K0h{lb8_j`?N?Emr=9gBm!$4K1M?XX5xufb3v*3Pvl24gxVRhyLdF|s_=BF= zO!My7BaES}7EMsKI6Gsw=7po#zhAu@X%9g~{0k9>4|ZpDVxG9TbVo2MgLFXtAeWe! zfkW(@H&#Q+Ubh__icHcb0bl%S9w2|M05Ez9=(cXm^z<|}81le|rKhLw5R(sQ6u|PB zpf-qm{Tk_7F#(T9@F!rEaP8jM){4DNcXcU4u42YJ?+t}od>yN?&%^!4u zJsW|e52!2bUi|v?77YI21M4OTf~jD+LJKPTW>49$62$TGmXCD+LWCVd!X>80xQL2Q zOneC&7?dvxsR+x;se{zaeJ?bYc0p^tp5RsAza7 zfFC4?-aNskv~aGR0oh4Etjm+z@d1yBvdK)i<0Seh?$xX5lG_Hw_uD{j=^>)(SL?Nt zmvp=6=*LHMh1M@$xPYk%68-H`Ief&%i>qphfMQDI?fAo|Jq`ANebM}^A01O5awYp|F> zsOq4>3gsOyFX_#jH#@qz?~L6Qop66YFS;_KBX;y7 zU5U&ikSlxxTAozJ^~mnKF;UFknhM|n=jKO7Mi$1ZgbsICutJVqm=w=HXA&i!QUanR zWMT;{X&UyY$)q+rxUrJtkYolj@acE73&BMJNS6n_$v5COQK{KW2t%_<`!Ity1B#cu zzsiu`ed#Tjixg+rv9_mWX0{3zj*fMtT|MMyP(@;Qy;)*t@o~V@CJ+rrYBWpJlO?8f zML||pwkF0x!wxJNHi@&gc9XMEXP>>l?aT(I)m+OLjA|NY-DAd>`eG3>}Yr=~gK zq6hC&#F5ArxO%}KfJ~TthDp?OV6XOJ>}&=|c6L>iF4o>o-mU*&&wJ^T94HYzYul&4 zw7mr&F6H&am^W`Os+g6PmG#4AKK`Uzzz~GQlltBQ&{ouL*dOM(9hf51#z@%H*sNw@ zvQZ`(%;f1A87;tw^2vKRTNz*#hKRfTdHJ2j_vS*1mCSLQr_9xr@J#U5lWww6ugFFt*t-3i9!1;6Jf}L2u#$F$c6}q-x(L zCfeU{34)AN9i^h|CC#OtgUrfXLr4CEZ4=LqPkz6w2T?)ciWzrg6qRokC075x|>g+#D* z?tkE!aVkkCb3HvhSnM7)V1r@`Ox5!tAB>;>g$Ig@c>Mq-lme=|xX-@u$an6WX;KMUkj$)4h6T~Bc(RhH|JzqgJmF`{g004Qts{}3$1dEX#6}NuM$NOEB zL7!0&;t)W|c#`^y-IUgYLg(VPi;D};B!Fy_+HW;$gZVWK8~0|YE*=E43m4k+d-1i( z{?8Ns-{&p(1uRT>9zJ@+b>#|O1dMegd3-w{T=^aE7+`sTSlJHfY=e6`r%)pi3jEQA z!LtZp<-*#W5^7l;)tpqP>OLk618SRoIrg6_y5qZ#vuah5%X5iN!o$Fqjff3Qjq zpQJr5Gsy7i$bYXjp6+V(s_Kr)yBlf+ zvT4U$1J|Gn3+MaSUJUQWcg!Q=cNq8m4eMGO(>+!B)7-*nBfB@`(L08Oq{&ILY`L;vs{Wp*nQB_q< z&BNgT=FZI0#c}?7hcpK}bWmK;$tFj%PYU}~v6yc;`Nl9+ z5*jS!^;=|MU?8bVU{Tn1C;tgMTdE^)?~1`#8H z{%~*VELH~o8$4h!{r?74@CnLb>845SEFbjoj+!G!H$&92a9f0-2Ld1vmWVG)(jKuz zYvkBOHy@6uS&1S11zO&USk^2gA^wm~4_g*vUq61D&!X#~@A*`G5yJhD9DE;J6-!L& zRY@CU>_37cs*KCOUVbppo5lO-h2vF!f0eF9SQjS|op(l#+6lnvC|RhJG( zvBWe&hyW06^HTH8U`Rubv_O)e=66e%@;^P&|AqrkY#W?QPx2Pv-hiBr1;4a3LNKKK z5B9~OG4vk8FBiRt$+v6`%$-m5J$j9<`9aU*KPO_G9DbZ7@Q**=5GC{n-o0DYf~N)* z#h?i6&oY~%p5=AjSr^ujnRX;9VJqg-;$ctT2HhauzmZCsZGqW;#&Z9i&S5_V1^Y4N z-tr=a(aWGUc2*@IQ26mMdthZfZjteT7PMF_l{dQq89buZPwRDV*OpLYjWd1sA5-K1 zS=4LL&Ek6)0{r|O)mcPcoDMVi7M4+^L__a0Nplrkok@~UEueU$zr_t_E>wb$VJ2Tr zRo9qPQZepfNH(qTjJxNDZMcjSRCl*nGJ?p~cy34p$b%6zm1)LB1KSHNkLbbMgyM&`#9D_EyB>9y;#+VourO3 z9{5{@v{?ig7ZSDze>CLR%++PzduGmzPekN>ZnM>JPQ2(hXnfcVlIZPYp-(3wZFT=Yt78e9DdORgRd)bT$@?f4*($4x3uGszwv1i z(6dCS)B!HjQiZ|~)mg{{o5cceR1t;B(vmNCU(zgJQHF7^6oS2n1U{HHJn7?D;H43sye?La@4Cd_&C_y^y^n7bM6&3u%<`K)f5e) z;4S<&0LDCHYhdZ5A|_t1=}7ok_{H%mOLxRi$*`lYsW&mQ&-RI%_aL)^5}`W^+xZO4 zkrc*#_LmR4m~eMNN6gZ|qdBG3`Cb)Vd-P09c&HyXZrI*gk_^nWV4G3{deJTK(*
bZ#{paLpJF^k|H!lC5PwZD!CW$U8y*vod+0J6qyR`iQ!t)%JVhSrV!t@ZP0bAI~l2k7S+Gb3WdD;uNZ@T|zi}4`= z&Vqjav-`zRAU-ip?PWW+Ns_(`(Yay*Y9ClsUTjC%LYSGFmUdbU3o^~QwHQsivR)x0 zbu)G^tD`C@wigk8dGDH^1{PaNU4hqKx-gIxe)I2lED6Zd({uCS-iQ_(*W~US-3ZhCL3wKYkNhS*`u|^LUjo+iy0!h6 zkV+~d(x8l?GK4gt6d587q!E#!A{sRP3?&&#NHz^BiP9v^6NLyRp*d1%p6B_ySN1vY zIp;ms_g!Dt-e)`H-*0%H^{jQ@_qvyrsuDg!BrV!v`!U z?`fF&&B8tGSeQm)_Fjcpl~65+4dm0;ep}HQ+Lt)K0R2lhNetw^{EOi*`=4H?zgNL5 z^zLmn;}^GFw5P$dF#&bpqsNbR?`1`wl~;JPS00_D5YjI0J+ZlF`_`Nlv$&u}K3*rm zKak5@03-b)Gw{#p%J;{P1eLt{UKftK&(8k{G2#r$r~Pcl{SFVA%>oIuF}P91UzgT^eVu)I}eTj)kdBL-6yU*Fx1xg`a(GBZZW02 z!Qr-BB?b_LF$7jtvU4FQT7&UtA5vgnF=Z3)c+7||^wG2#xPn$|^m^&%Imd1K_ka=3 z0PKHs+#S(g1=^jmgg=Z*yxE`5+!r&7=H(z=YFB8p$#v4%l5rRwos&O2x1Qu;mA85V;$fD%JTp0$2O+Tzepj^e$} zvbPY6PPdlJoxAE*{l&4>W%cZ#O=gak)ClIzpT`HyCmJ^gP&vqK$2H;04Kz z|902Y|AfhT&f{!5htEaB08?O|+w*EhY}>U^7E}WFAoRH75U3$sip!eU2{}i|Sh$}5i+$r9Tx8tF>THxJwGpeoOou9>A23TJH7A3K(0~i>i zz5aQAmjd_XOJ&EVxVG(is$E~1o*EntWo`tYh=`GCDs`Iy$$2))lYE{r6&zRpBalx* zZgu~@er?zHNum|c;D0lnZp69!>t0O~x%V|V8YEj!nl^V06b8Od4wVn4{ZArA{GoU# zciGjIcg^7EYzzy9zm`Zz_0}tlE|EM@h7#!f#fxmopC7DS^4_zw+r9gol$6xu{4OO% zVBoy{7@(Zwo#|s3#zAmx&F|mAs6sdRM}1KiN40?i9eV^*MbVH&w);wB!)Kxk#}ozb z1$>72Sh6u_1dPE$OR+C%C}-=@+^jAIYin!Cw6z!w3rDOa__BKj5dYpfE2EyXpH(o3 z`*)uIHMF%b?}jj3Xv$?%8Mxr3COm!m6h8{G{cqm`lakig)YLo#j;y2P8>SS_4SE&N zFbP0ckBVNUL8;Mn`_#M(kKHZni#uRWQ#;pF{(GK>qjoWuh44A_+hKhB~{0g9A zR8QK&O57Qb?nYx8+*LLzX)*uE>ap^!t%QjUYPw+TV0$=r#W)RE!*eq$j>z($P;b zYybI*I%(0pPjjHV+kS|maqU%lU*)oE%*|4h=HgiT<0D5FRXX<>I>EIyUh3w#0ChDr zHUF`KQM`M;dGoG=$^B-@Y~09F8fsn*h%sDkC`9WiuduM;Q?W-9Ivw6;nN;~cpn);K z;n!fUaCMi6vdcWX3Y*!;FGFrZpTj4i_7j6t1bVke7fEc`Fc%P& z;M$Xdleq=YgP&pE=R_N(UWQT8OuWR)KyFdf!phLN%s<39(}kR1j4j-fBmqYzU5%q_&Kq_Mexg51w>&gk?SavD|lssh~QN zfos*kz4wQ+wo9iIaRXsc)!hS(!Ti9uKvo%XA@2cx>wk$_+V4DXB?m*81bI>}8Txiw+^;0nx14 zQU>keUJ0OHFauDS9x3h~ODOhqwOZ<0nidE^JE*A18ypdK@*QS~#{navKo7gY!j?>* zkzv~A1UhwYOa1C>ToFxg8>VwEAd@tVfwO>tqwtL0;PIC>U7?+YUr%OR70KXlmcyJ^hYD^L1Af64Si<^@3;7<(HjQUca@ft=vo;vnj%uVh(Mq(^ndvj6iGYOn zusTv3ux;IqqI1A6wEq|zoei}>f+GpX2K(B)e*QEesF0dj0V2qNZHvCBkk{Xu+7@&8 zJwNe{K;EZgLbVr=o%cC8*q-ovG=-lLT;P_FgABbr`W_ZKxSZ`f-!EQi%4D%46$@s@ zM(wL_tdn&5f#c&LLfI~_bac`7<9cE-K{;$3L{4qX5W=Tr|=nU5O|X;6js0(I%;lf=H`&+q(X1;A=*Mj00N6P!Et8a6q#7FwpA&PA25e~6BC(; z4n7Ug2lL>Df3`#vB_-ZxFnlA8O8BsS{ru()!=7Q6S86IFImo?rEynq==pErf@7C6K zRfqFSgi>iIuJjO)15m&7kv(3;PNc14+ct-v|Khg@y=ruR*`w2|18t@U5#c*K#zxv0 z`yS?-UaZM0Hfle|;H`ZbPUqa(48INO1UvS%q9{}kjVAYrDhA20}QlVK=CM`#ov^fPs?nXOW#E-F(gw!96brBDal^x_S=oO(S0c9#PF48fK@_%!1LVg#4V2!bhEm#HWf7Cp!&fw(U9Q3|4D=+C( z6&qlDcg%1%`SNI662`h4W_T?o10WCyK7pG48+2UCK_-3-R2D_Hu>7vHF%KZjm>3z< zg7x+0sa?fa<1nU{TvEVWsl&0M%$q5IIO9-lu8*~to7sLkMmjqXoc421z_g#+us2hq z32sTXcMsHzKx5%s*R=M;cWzOa{`rKk%BlQ>VhVo256asxO^0l(I-80j4@|jh7K^u9 z;tm)a18{m^{g@yr@Isy$RRASTJ~WUXiGg3LU{dX-u>6#q=VHsrN*SeH0Sh#NMVsto zc@iHPm|(EtxM2o3^DGef6Ih5!Ie;8L+{h@^0^^1hWx&sqjtcy+9DGLycKBWS44lK5 z2wDZ6k3Cxktv(B%$HlG0bl{Kv@_HFL<%V{e`$0i7AXB(l_vFqjBDYP{^svV^!F(I~ z9b)D;4xjvl=P8}u%`f8Az6mTq@9JfyYahho<3T9Bs&+Z|L1nt4D?FGcIuG^2Dsc@4 z&R&pjO`52w(7_HS&ahHBz-jUVAtjhp44lb4@@X#mb2*nTUD{dqUT790WpHKA>Lc%7 z(KzTSn5g~+$a}5h=e11|V5BgqBWK+YCy6Oqccl!kE)I0!hn>qB*3TR3Dqq6E*F;7T zi74=4KbJb)9v2_Dh2w_Z(-Zu8PuEFop7RHaCI~}Z;6^0_(e~F z2!ru*L0{_l*k85g9D_j<;o{@mp@0C^FnGg2Eis{1VyLyZn6LOo_Ze zWiL!gPIan4tK>?@-jg#01giY)DmR&%FTshuNVIM}51H6!4Ez>?Mfo-(+t0DmSVM`9 zA~R-4XbO`K$AB^L^G~v#sWxT0h$?a!oY~F2Lfn(FB1+B16ss_$EDH~WP7BQAu12hT zdvm@DV$5k6OQ5$6X<%9UTg=qMQO6?km3k~~a~yk{8+7Y^eS9YH)>Wte!sFVAr4)mp zVl7dQ;ScpCabXolL+sir86>=K-&~swTes;iM{N3LmYsS1`ZbF;BK+@G@ZwBHc@{dJ z6TMei!A@bak4A05QQe4dcbg(spS+}nt!}=iv?Ud`A>_yDo}N_b}7ENe@eBJ zFUa5zRyhvBT{bO$%!B)q5Esv~4D9w|%+#10&Ne)ocn_QIEqV9gOAGR7#OQ3KALWBv z8*KYirhhR{uO8a!%=)=U`Q#;oFOD0^>Uh*e<(e+7S@@O;JA|QVf8HnDxCiT3Fbc}6 zqLTIXJ`$gEk5!nRWK z1~b}el&?}Y@JBB~DS66S2(KI)zdo(aYufkVqN!kswC5}CqsTO%gfT&y0Mr`etm`cau3}=Yc0Dxv;iG47O z+sYQVs&Ea81{4_Ovn03g+VvJE!OAngcR0a&z&6LvaCKS!6W7$H)};w`H}h8bLxPsp zTYADC8lD!TY*aBIiDa&;2bO@z^vXB{!+&r_bOa(5z%iX=8RZ1N)UA%TD}#=18cj0K zDy?HOgrO{ls&F`JE8U5ICN~%mBvedj3Ef6-k)-IX{BSEqCuK{ zK|@DAqdaEd`Lb}{sb#XJKw`c3%K3+S6$!{oW(mo|H4LWf04^$gW8#of^%~xHpZ>B* zZUF6*fYs_TqyorIfjOihaE!g#f+iP9-;8Ljrw_j!UkQf~g^}(;PzxG5Mq|)sLDIlY ze%~y(%1i__1N$FuCx2$NFLSIUT@4%RLDZSfnr)~mtB{(h85sCENm&(`uem3CVwRE1 zfSJNzeFzX-LTa(Xlqj`ey%zn7bazUmetc(t8mjBpcnaicp}J+ugpJ9`4M57@B7R;% zI085+0pS7IUCS^N5RBZ*KO7tz9bs(u3&_dIkuC#HR`c7qxVc|r#QDmz^}BcYt>>f9 z#PF%l5IF$)L*{!Y!c&@fMohaavJ9*~qmG7C{Y1+f@FPp|x0SJLHGr-5A!JFlm0gGj zi8BmgTC28oD+h?Kii||*hVtaqt5&Vb{p1VYy*T*{vl!w{t*WEng=m;CaFquSt|1Xd ze2A`VEaQi-KeP&P?O~mA8ME)4!%}@PecpPpv4kTqq=2IWuCF`A7}+T;d$RL^dEd^; zOvgUUfngLf2&We-hV662FXItWDC&4UL-XCxqx?nrT>?>3zqmD-Ry_|aOIX|FM|925 zT_7q8xfJ`=&42SuV$#~)aLyIO6n5lyn-3p;wEe=_)mJt2;6Zlhpt_l=5-WM5F%ncn zoCpK^{5>`D!Fd0=5i2nt9T2<;q#^)*VHDS8e@p>N4cNWnESQR!)#C^I5Yw7EokGa4 zrh~QhDri}iFx(M?(I$hVTu4pwsa;@*sJn{ln$FJ7-TL}h`}^&I$qd+#al!BWz_y+q z)_Ih9=S>CAx!8azjXl?O1X2tk#3XpU&cl98-%tl(9f@n8FsT9&S{#4Ece&AmOvVet zzTh^IKw{}DBV`M%st`f zFf-awvzm3~Ld>??i%d}!tj9DmD(sOOXx~dEWEibyRHi=xniz?EKBlSwyp=#%0p$ zU#>XtpJ|P7Gk;ffZ4y9)A*&Ffg7u2KKD0;3z*@L`t3PlsV zErPF9)z!;Ze5;*`P9^ZONTpX2ToM-OqA#^-(I?ZQrk;N6e)5WS7jfV~^`C{fwMSR? z$hyTP-V3+i{fRQJ?J5nv>_-+fO+SHiVH$1c{zdy3fGBam^nf z!>ICD9PknuH&LYA!W(8{i1F<>2}(Gj2l@qDl#NtsBhBITeLL|y0@ts^A1(;uL1nhm z8T|*7XHsrIj2WTS8iqY6CVPv=J45AcO8N=O$n&#i1&0+n-#DQ$G5v&Vv5E1xSt3@;;@<7{FN&UqWBrZxa>JT@!4x_ zj5nz3sAfoO_2v7?Q2~Xq%we`4@2#AO0|Teh-NLU1p4Bz+S+{T9l1%^g>QgRCQqqi) z&_hnHq*d^rrkKmpIbF2`m7LaZuxWJlHFil(Nd2{U_`P~Sj3#0UnO2~GB)&qxt0UCQ zuOb@NSq^k{D=|yl_-xemWlUdyemv-|N7YOl6zD{l_| zGK=h+e5;nT&0+*f4#^1C3=DX9cr55%_7nMqDuzfPeZ34pBJEgczXTp96xpB$cigrR zLaOkVsIPOti$Jl*O7g$2d;9B_AY%c^6k~YRjaSe>h_zkG*6T`R&fXx+r$aigbtcGA z6C@D=r_eKYYMx$LOU#?u48*!^h2BmFv|;sDG*o~I*edoFITfT+&d zOsJ@MsVZ|G)8S(Vqq_9|CC_D!PUZU}Kmqy-Wc7JWWQ6V3C1$%^wuJNwcsQ3K@z~`) zJnR%5vFG-?Xax$|FrO7g`G>TK51kIS``b3c;IO7f`}ltO;3H2gMcrIo#TG1hq@QOv z2iI#@r`8qmOTwyEFSzrcZK2+s4{Ljzb{NiP#vORXW;smUP3n<TV`qPNc!9S9hk=1#-URFlC9jStnBY$r<;sZ_WJBmSBmUVflSqHqOO%FWEH(!%` zVe)&ZF+M-pBjFXb!ejWp`?%KTd%Z)4tKI(+E=?hV(N{^DO>p+VI*EXsmynV9+;m2J zfv*MrkUn8rYj z7uiLl?cEOjXkpKL@0&MuU*TYd2M7N^{561oE+ZRsKL0~rhOjlTa*y2qR_I{K>JbZz z)YQmd1=h*ix6pftS>Dtu+SkZCuyKIRxwTn>h*+*{8JNPlpg)yf0CPoSBNRTxR|Tz- z{@AmM%bG#wV7(zduJ4Hyp8c|3!%#bK>ieYczmltxY_H?08fx8wZVGT90+0P9D|j?J zzVbZf4P5Y6xaG+%Z)rR|=z73S@Cpf?DAEHL3Zf69)r(&e1a_e1{r+f8%giNN=pAJK zMXzw~^A#6?j^1piI1ddwc%wpqB`KNPBG-6PIN)cb@CN@~QQFak4b8vv_0XAjvl5-; zxJM*Y`~#f$HA>&F;M3NjF9vNp!1-8Ye}Zl|pZ^eG&9r_B%GGlC%P%8?EM>stI82#W;-AO(U>q&$KH@mx<}r z^i8&N8~OA8IDQ>LAtkF4{Dre*e((Z$2CZyJUXW`WfHrlLR#nP5{YT4!^W`!=3{r{r zhdWDo?khvdKfcw)X*HKqbJa0W)u`XizlHmhCq$K2U5N%|pJ%x%1J=r*D3|@|YA1U+ zpzmNHQTL{X_OZ0>Z&+|~XfS=MJ08+1)=4%`( zre`VsiykM%SsRnSc3b@KR~Oo<$9MEt-k&H8wKwoCYn_3VNLiCM^lvTL z0E56aWyE^uUW%0G!r?cV7rgvhZpuk@D4(820}}vX0f(<)HWX+NDVu*cW=Y#azh@QG%d{@JzuNZi7vg2#9Ojq4jj3f5c1!6=~oOuiy0 zVR@IKmUZ&6RHI*bCBcW&4Pb<<`rC{Q3tmep!hEpb^GzO4P>0xFk)S^o%0po#^=R_x*Tw~qVf$+FF3 z!plT)?8AFny#t)uFC@|EwZ$BwyM_HQ$%UM0$D+MAt~z<($j&m6F@eWv{kMqO8H0@x zl92@)K#|}G#}#vd$do4zW$E6>KY@Nkemfh7HzB@w@f3t5d(2qsKy~*mWn=H`jImKi zoN(3O4_L*QF&Gy+?(+(zczD4m`Z$pIt3*astdg6TlRWJd9EO3~0r&h?obqm9U;s~k z3M`E;0#lcO)c1!|*R)-MN|fAGp@5JwUbeH#!_yO#SXaLy^hhL% zalwMu)x8)j{0bS{ju1C?W)rUwoh>+o#?K~f5Ga7QhmQWGdrSCRtry@nQzTI&_eb%+ zG&3wNIq9O9_F$liop>OQi(`dvLk2Q$)!Vnk7ZH_3UUxp|mkBGJ4<Oai+K2|4xpZMBXu(RPYMbO z1fj4dB*Qclx(M7Cl|JO_4@LlT@!L+ruxg{%Sb)WkJQ{iz9w7el6>_K@++izR9qMZY zcwqtl>W4{Oy8;woOgt#Yh>5XK(-B;k8~WP_zyZo;nYnAs&(mk4%u^Do3Rq_)@~gTU zY$&BQI|3B;D;-(&SNoUk((~7@odxKc$P1c1m0EO}tnMY2a7c?!#o^T!#S34$BW znkSE}(0{QJh)_rFvgjn|5$GBV(iulPghiZ+B#p4$G+#3+b%p2Cp)VY*sA@fM_teIL z5CSMW#<2pM>^ce)cxQh7^b4M!-kVKuSk)F8XdW}UK9f??P*v5 z+7S5Zwh%_{Zcp@83jvRM<=#C;@N0zLbYM$&u9>sFM2#nN_#K=+CkLZir+T)miJJwE zP|enMEiF4D=x~2YEeU1qSV0ILCcj>L*cOdYA&bSZJJZFPNZO49+FhtILLjaHaJP}X zrom%|6&cUnI;&b${88PNYlVl%We~ zFF6|cK4;3bxvn5AO_7CG8Yp=^z3O%4{@)Wa3GYN}T=eVM%#x~4Pdr_rt_xL;GD^RS zaquCS4cR|X7g*bO=7>8$%=|9Q%eiq52UH-UGrGkjOBqIZD84}uKY0<$_&^1&n# zM~pRp8pz6Z5yjGoQHaOcvD=+BU9j zSR>iD7H*F@_=Xd2OPT08H~4EWlEb z8%ZOs_6Jlphr8r?B&<2pFWXXQgF zsjUI4aD~hDUvNy}nTLkMx3@KwmWmDm2p@0i?W}pf{`4<)-DmqQd}AW?4uOp8?DI>_ ze}=BarInb5`3&CaAYau{E`I0%_D=qY#2#Xn#0kPO>}!4W+B3&S@}nw1Pm!0&$%+&K zqKpyUS}vM_t5<`nhWdqRx*j;+eLEt{NomnD-f#v=A%;=$YlFTU7RR;k< zQcH_NPoo=tQtpKqoV*0R5IO=lh2RtFa|8XEC?6fsB!`2W#-q`5Kjfu2E|UNf+8IAr z!CnSrVGIa;B6Vr5On_snoL7s}FOS7BmK7U_8OC?^gTKc_*X5!`X#WGVG!YZLs|Mb5 z-O3%j@+8E1JQf#Zr#=qO_}x3GC4*31UDOB-XTF@v%FcGf zj{wV-l5VAbW9~wlkF?865nvDr)(tXxnX#e3-O)yh0|VgQfc3<1W-f!akex+w$RMGi zEHN4cz3an=Vw)nqakAL&nz;dl&1*@<|5_5hYg-4@(#!Axj_IjTs8EhhlB-RTx(pYf zo=)n;<6^lYF7Cmf!7Mf36(ACaLO$1#xc$W`HW9nEw8RmxIH?b>&;_eahb4wK#Psr5 z_?&S>XAFj;?jxB~5WM#LPp;DCyTAW7t?#=#4~unFUm_rfELqGgBcw zWy?8@gutm{(x#Zyx4`2BSR629pT+*lVFV|Jc;XloC6id2Aw|R`o`N=m(<)=&afPE3 zu4nTOX2pa zPYEX?FN*`0#{`zZa=I;`(svF$*IsjP#q zD&J(DdFFkiIC*j9Xc`qT%4dL=m$jrKfxt*OXI*;xZJ6!=uLBNbM4cT7J31!&b*Tr< zB7US57t$_8$hhQ?S+mOh%_D|mOs&p7J)}G zA;s2p7C$o5E4n~4otr5Odi3<^)3za@NDmTEFiiW;O@wCR!>g*QlA5AYKSL779pKf+ZG6rtJ13Jw+{1 zH?)ghnaHr(n^#ACJN}{P+Z;&6rb6#_6}76^`t^cXILDIn_2F^ToKbhuVwa|-yMAQC zherS!&3ribagH5nEgsC$d3+i9_GAF;R&`8He%fket<*SL=Q)~YUCT-H86Yi?U|@Ix zqLoCkNhS|fksW&9zkfV2(jfUu)J{|?1cEz(7h#=;(n~Agi^;W?bTLE6V_!#by%ZTL z>cUX4vP|rZQ&R%+TICzY)dvWvP;k{$<9;Eht$iH0UIMih@Cm#cn=&c1PD2|d5a2~a z6nLLjXl!(02{=f|pHDfIb5&rO3}E3j=nY6fw(sr=z3bP^_NR5`E~8e*z4Gi2?zs5x z(u=yW&aDr|K9GaZQB>-mV>>mS(&)`^V*{am1>k!tqCw9M?*+0?_VfEPDK+~~-kt$* z-~3w)b4&=)Mx5f2jK&fJzSZh>MlE43(@bX;B8Q8UnDZ)#Y9@}tvP+Ei%cEqib}9T@R<5S7Hf z_~QZ~*{TcT<45LALlQxw)sxq1?cUbt6}Gj`wlDqHHc?!JqC+M?YWW`|OK%NAoY)+U zuCNofXPb-pFe*WKv~6s3I?5InvwQT+vjTI2()l{ozIQ9*{Ns#$8V3_>lMZaw4AsK1 zM*$m@=j;IJD!r}_Bv+F(1%bDQubb=v4#t{*QljdWBnWU4NG&ptFSYLBq(Uq$O@WeL znv7HM+-!Tay3K@+!TkHOT+wNrR~0VCBdcNPP^LljbUHy{`u?D1#}w*Vm&q0D-~|vY|FtU|{6Y&fJYuOZB!g6({;c5LpV2$KyBRw|6XA2__zT zXHIaEab-Vonv8{q0p4nm(jl^PBmN2|mk~Ws`~33q2fhEsu)-37gf3Yx#a=-YQsH4$fmIWfJ+7U+ zHlgq0%tyD?T3|_by*kGWO0d}Sx||uO+nO_O=b>IbL7c3aXLD&h7o10tQ!oMnsmM%! zo`bE9BLEXfGxoaGQG1{&HQ!lHdW(@xh8XDt1cMy!T9TXo0K(ka50Pq-`c!GO{}3|i zeM-OIKZ#x)Ydpt0|M_w}?F9g{sPC8U!*isj{Ogi=aEe7Gb?aKkw$ZtA)(dDV+z|8yq`<)0N%9EbKkJ2$v7d*; z;=0f}9x#x;T)eG#j$TTGOZ4INfhfnu8}S$O|3~jL|CQh8#WDWub1NRz`(@jc0K{`r z8~1aw56!)rz*LZEkj4_j6}Fwk07WEsl3;*!YgxC~L8FMV*d3E_2B8VnOF~gmn6M-x z=N=ufzf({^M6|DNT8dTc!<7*F_%ZVf%gSc|v(EyE2JiyDw9>YDAJv0k*9QgZBA$AU=l>%kdWb>qETK8gs7jNuW140JajCScZaZ^d(A}3EEP- zr3=tRL^&ZndO!d&)-_vw6OgIna>6uxm?w~wk?Q>yNW$09_q1fhEmRt;m!MYr_2)Vl zP%k@(@(+`Q7von5YNX}?3H=H=KV*4}6b5Q;iwNvPn6c_WOQw)DL<$M{8<;nUFh=-9Wue$A*}pDW7=>C~g)5h`_4e|e!DghV~9h^(5@ zf9dsSsjK#E{%1e-nx`8yw_Rz65|Gsx3UY~)LMQUwcIjP)%7Ks4{g_-;qbUFzE&C3#2e2+4`mRRZVp;h6_m9Q5O%T_|1t1YRcTDaWPaFj0 zKbWx<(p><0c$tCbT1S}C=m-gBWZZ9;t4&D7i$ZK;5 z@WQ`y=yVm+7ap1}@g++&mZj^xsjcB0)6-!#uVD5AlX*);= z13{i;SvtmG*!pBl5CcM&InpbH{DMvn%!f9L+H8EA^lh2Lom^|JDzBp`3xd9RUz+_& z)EOpg<|+<;bjU@hBtV$VzNqPjfh#5{T%z;ij(?Mc>^I2jM+WKfIzFz>Umw|NwH>)J z`R!604J0Gb#qd*V3^g>tTS#AxdgdeRpgsx6^$G|KhX@7m>ZG3;mMUAEzz!3QNc24+ zG6>|hCmvX+Z8AHD49R2_^H;O(p_p2TNZvy5BcT`eBgS+h!q0TpxGt-ubdqN^nLzl}apR!8G3$VCQ5pm!n%F<`Z%kwqA0)$CehfocxBke7qLDZ%0*EoMlTkfJ6FF|U+-%mnVcYo zp%b`a>nKFH-hqK_3Fpxxvl&$Y@Gjk@Oyx&9EB)9Fa^Ks3=pcCD&#O-}2K;Ggri zq=NYuO@-_mWRxU713clNpqwVzpQ{dh@Xej2dtsAg(WeMmup315KS{z^92+v-;n{Mu zmXSCDNzq*7FFBUM;_|Dol;6*Ij<;(BfAeIhQ%GNC8f z!$nmI^q4f&1`W~|Au%^Wx+06=bejO97GHLMwU7zWr0iQR zHPm`C^X!TRo1hF(2rSk4A>6m!nRw8Kv$idUJ^t0}OO9a245{$v1PrQ_g7rJ>Ej=(1 z%GRpZlfTyI<%w#E3Xe2KDl?CI1xgkOe7dbx8M^S%qrM~ibzP<(Sa2XTqqrB@f9}w? zMtn7bZ;$k&YW0{#4 zsAyce1}WHe!Ii;&JHI5K9FlTQIH`O{)RM~M3LC)(i~ z8o~f7yni#pqOWX}M<;BjR^Z9}wi`Q9D{!KFb6HnM z=KYW11tUBY+Jzn{G&mYQ-`45fGWNr!Vv**MQQ_Ki8@ei^T}P2@bigR_j*$O-Od4uU zs^$Ug_A6gmdh9h45ezh4JbQ003?dI646ZowNFz2mIoZ<91{3Fq*l~- zp%&ZXZHRVw*vLX+9rK|wgLY=VtgKEYYy=Ac!xN+mXSus|xxm(`;sVbTe?V#}^!h|e zq2-SRn&%j>n!Y|-Y)gPuOT$4o0fujS zU=HVX^4B>LWF*!bhQXXcRk$e8>iaWh4v5uL-SvA?rIV<@fPN7Xu2cCoa(u);D6k+E zO)A$7)e1s2LrOT*9nxbmQ^2$!2m_7H!Q+LoB-Hb&s_d{Q!lP=rJ2ApIQwejJ$ObLd zECM*2E1)7&O}Ngjqnq!pvgHv`Ft<~VXRLmRAZr5Zd4 z`KLXbFd3h9?L{I_T5WvPyCI~HlmHN@fW)nH6hGp>8?@OrrBgE`P@#CsLI|2i@)o^R z9zNSrDoe^VY3BF#2akSPUlcPzy(oL+w({UpR4caIzYbi2_h1+q8w1gGF~c8hi`2ax zIMcEaSe>g&d zq%c>_y#G&QHD6v`h#HA>x_iKqSRAuGzc`=fo+XD<5Q(TU!AkQAtvz|OjEwC_r;ED6 z&$B)iotAWZMpI-qPnGG4H7I;!JUQ_E#GiBTOUQ zUVqwepG_vjsv?F58vN!RH9oNM{_k5ikK8;}C=edL>&eBae{o@=sUb9H*(RmY1-GH7 z|D1VG* zR3~ll<YXfO5q7pfuu@T8OX)Y@&7~MON@`2u!9f1L1y3k3`-jkfwKz); zPin&eyC2OrwQAG1j7#yxJyME&uWo+6d^<#hjo>k;zC_5WeOyP}2Yb*-W~N+l+frbt zo6(cCYW3<5k#Q?NZAHNkvP=#c{p5f;YRRG&Um~Z=F1xvzqOX^1cnOMy*<7IXZ_?n+DJR|92{7S%Ma!*XrwIP0l2a$Jw^So$gW*2jTPMBFc7 zs_*P2{}h3e`H_juJjU0YB6XLAb!?B&IOUhbzY&pmuV}$mmlkUFv9?}fap2XsleCZT zFZj-$`}eEelv%E$8mT+vv%YuM!ZMier5QOICS(i2MTP%!)N2ukJOxtY4;P_5%`{fROx!t4koz)c-1%{(+HTmc zoVZ6G^%za8b=!99=CVD_MXvAcn&Bja^uyYFBblMh0|<)fMtscNAnZd}N-=8wQ7O^v zX?!Z{LY|!6va=X^A`o$g0jW_ixA!6cm-iBl@CAZBDE#2mU>CKZS4BkyP7W=q${tQ; zf7%kURp8+!T2MY5uJZ2|A7oUN&Qq*mO;OE z9Uu9!QNpvDch;=QH`FBZ3;N#jEbR$wU(p>B`7h>Re|zd&8eJVlR#NljsYksm%kg-8 z>9GqLSDRt2oj7edbQ15JZyujwFW$S5fhEquAWdE+HGN5syW7R-rKC(5Icl);=93qH ztoju44_lz+Kd@0n`Zt!0s{*3KO->y&58%Z$UPvbIB(4s^2en;`(W&N-w4Ph{{*sV zKf3>W3rA9_x3lrpVOR&?RRG>V%~KNPkKbgVzK}yR5K;P^kCwn#kMF~CSodw*yqRt1 zji+pIf&UYD$NvM>wd8y1;e;p+jPv3len|~@lZtH9F$lQtygg3 zk+>at7xCj@mxhE0rw1COHaj?MKn`V)ahVyHL$Xduc78gt8pR=y2lI1^qSoN9Nv5R? zv6`8x$A9rm`rPRt>pFAs9~Jl3{j>A5G8H#1we2qz4LB(O9Nj9@;3N}x)#+Gfi?RAi z_1^6`mbJ7tOAN?v-7-4=cpw}E#W*_c7(wUBlGFdknEH>4+7OFOuZ~PPuMz4e`RTtI z{w47b1Z2r@BXdNVg6D@{&{Vq#*bwLyje#@u-zIoA+;Gd;_Q?DjC~`moT(HUE<=t%= z6}xz=&gamX%rUq}_sE?r49ERzXlSH4q+48lky$+dMm=n<9Tsx?9C4Q(L9Pg+-j`@~ zoWL7b!i`EL-$#1s(hC@O(eI!kaS_}MY7ZrEm~pX-J$6jy=SR2f;Z^V3_Ur0Sj?_Id zn=Id+Tii)$lgH=OWFD6tF<9b_cb&tW?zGc`4m|YY4fYD~4daLG_~51ahD}$WFE;md zSxDoJLD`*16{0h1{GZo5F+_JZ=_`G6w$@V$pa+q(~7i49h~i2pE>W zv$!lZ6*Ce3@n`K4PXtBjlYFC$*cLMy*i&Yha*SGgRziq{PvH0? z6}8QowCN@CMpB?5zX%4VPRX{R5IWv~s0AT4AYBwv+|wPu-pqZG#he4x{yFl%I-H9S zp=BePD3WK>qRW_vK*s5i^fHQwGkmb3#;f}UsMgo(HghKjDJ+Uj8JkA!bD{%JZU2J$ zP4IGT8FX{C)it7Kry9O2q}E7cc)@9Iux-8qBr-SWy=MIOg9i^L4_z@8q{c?pfcjLV ze8d}4`pPzO;@<~)h2^%xowqOYaYQo^#Q2kP0zK#2kmR@$wGFNH*7c~sE$mtz|3q`q zj3fC0D@axd0Ro_j7xJS3FS$UmWZ{ab=W~ZW+RojO&j+Diuw0GSE6DP6!8pX7LJM~g zV3N%!eV`xE%KqLj3Q&_D1<^v_yi*x)*jX^kmw+z{7eGyGq0T)moj|jvW{wUZk+4mq&tHv?321KR&?2zUM=B0577`ZqOld&U%-sCPN< zmE$#CTrzInyeS45mOi-Dz*CT9nSx$K&hxnZ@~}3O3hSgdtsE$L zHwRGA8PqF9qKhm%hGme9a>4Y^r|f3n9j>X)(hab08h0mhMvLZ5@Q?eqE2f+~J#!GM z5y&O8%B(V1w5=B82CR0k9m*%JeB) z_NSj_jYYkbx?;jFmbg)Bf@IP~?O^V#`*$zy4GFopNap&nokr~eS|O_!u9Z8ufms-A z5WJ`GeoUI|#S3DUGQ6+0PrdkX5#QB=SDs}JjJ#?dEwxQHe{0!4^0E0zou6XcIp-t$ z1Ns!(*8 zn>ul;!h8rg+hPI;Sf^lhhN_=*maKlcRcGH0io9gDIXf%rA2>ju?2S$^O2G*Uy0{ks z9qzMl!ctQ7E7T-?4ni5LZy}f+ww>bw&MpE7m6ViNf)Xky=r5ylT!FD~XQ8CXMwLs^ zrf0TPbqMS-+SKrzTt)|uMs9HN>~8bXGkOIn?j%i3&0%<;^n-9AF3ce5)P;_fygoiY zfDQgoXh4gO6&YkinbJjQHLr(aW>Fep)f+pJXiV8%)3n<6g zOq{wSBO{q}ck7*^1K z6lKW`808bb#5Qcuukbv*YKLFSnBcR>NK>>h+w?q*irUqrF{?-6+tnQZH#vEEJQ|_= z)22-mP6%Qwft1r~ux8Gjsj8`YBz5#U_a$vfH+T0bSRf>mdsl0Hvh;-q9xn>yClL|Z zpv_E9p5#7s=n%TssSuJuh#OPJ+Q}|2pO=x5fhAX0_ikfxS=pg?H|NhaLr7NJxpNxJ zMRd-s#>V3$0YxRJ>$_6vvMF>bWK_e)$M8)sHa7kUqMfXDpr&QX?7HmfF?#5xMkrCS zfM;ZL;V@3GTk*zKZ7gWhqesK|L_@WRv$t`ApY#OuDco4Q&Z?3+3~5_+1Px0g1fuT%eG?0itAn%NGbvIPrSfjmr3jl`?w(-4)g~PgsKml=4KZ+ zI&)YIO>mL%=}n+!tA71rJO4xd@&Z(m2?+_P_4m?^RH0t4FH~P`xMtNVEvx99^>dN} z3~_R5#-|&hRVc~6BN$TN8NWdsqoN-aDP3KKmHrC>mHuTrzm?gsVg;wk-}$%x!bf&sn0H@3G{TLFO+F2cYm+vpiU4eX|gh7|{o4 zLux}E9UXYoX+P7C*8p6o4q9aDd_hr_o+6z-Hxs{Z3)oB$V;}tdxfZkoj0T1_K%&Lf z)5dn)Yg7PgN4#O$5POV_q)2ZM@0evs3W6-N*EblSI1zEm)^^r1-DjV}4>@&9W8tme zupvCL=)=d4GrxcTesG|(wsGzC+f@gH$JoiJAJ0wvk=E1pzCJxGVYRUgXyYbqY!VO_ zUg2u~vjM%KFNend>q>~Q_}U|#r5Xq%313fUn+9t_ zKZmcc*JKJ7|M}j=E%)kY{Q2G<@g3bBZ21<9jDA@ZKuYBnv8y zwGpNY3;3r(%^hCUp}f>>^Mu*6XD{)|waipEt}8Du=XP{-#1zn;`qTKhl!MROCh+p{ zc_%>K8~Gg3ifj?Blji}ODS8r@kkA_BJ>m!?lMD(VVA&+;)5tikHw5-Uq7EW%A?4l} zw7cGME3Sye^5ETE@5oDc5&s7cCE^w;mK%9!laWng#*`4xOb;IX5;t+!y~bMZ_=yvz zAr;Qi=vLXh`KGV0JI=M9kCy|!;6kTNnPTtY@C!>)(cz@Hc(CWGMm)GZjP$SOW^OC1 zwlRZS%y9o{IPBsH{8B!>&iKv8kKDu~!kz=GzejN%{(v?9+#Gy71N8J1bH?fmB*@JP zy-nx;`fCm~$3yC6lM3lDjiCGTg`X6K=newE8rroF;SXpJS<|s&!QXrEpt{zVF;+W% zTvEg?%LJ`@EQ$rf2_*>@LQc-krpJ$Ss;jG$(-b^(T4F}voWdt0bPfN>#z$jM-~3QZ z_1gCB*VM{jub?9C4ZEj|>`|n&^S!t3-o5+b9witNuwEjgNmbCqT?f2;I)vvr##ixI z%8!CIwjPWs8{TOD&`>q}g>aU$vk+Z_LPIA(-~yHJMs$nd!5SDC5ExdTbb2DhR@mk4 zs^WY4ioSlu*|O*-o$nJ4D=KV;~}EH2JkOH-E-wLx-JJQZnbpjT?a&g7hg zR!5V=huK+AqNCk!-<|>e=I*_FCmuTV$?Q7XT7Nb)OqG_FCL^SfRy?Pe7cX4X(-p%b zB2u06=)Px3y;WCL?Y{mbDhhDgBq<{%jbriR#jK5};PL6y;-W1X3uh1N-)4O-F1`XQ ziy(M_0BGIiOwe(1B#9bEYh!&i3Egj5KU+$>OLaBzukIz=q@(#-!@9t zkEYp^_wC<5AJwvoJI^Fmd5R4eryE-sv&;WWNgEy%jn2Z7i1>iiz#U8?An%E=E?Erh zmGwgU$a<6oMADMhM93;Fs6Y?v#g&(=6yiM(9Y1~*^$n7Lj&I+-ojQHGq0)rWD0a;*}1u#iB>X?c5kda};rNDE0wm<2Am?UaxTG-s@q)pHRpyKi`mUn!j!bzkkj8CvNa zjEHEBzE<>f*5Gy|PLNo*=bW&#Z2g|3&DFRc9s2G3arcE&v;*s%`PdFwJ?5zxh>TO^pidQ{N!KJ*BTVJ zrE8oxv5fT+`7`#>P)>Ct2AiDkm7Nf97n}&`Vs`D?MGATtjB^MH3EjJQZ{t(#&5Ld~ zq_IfJf+|NGt^T4;?GvIHj7LFu&i?di8mC)ucJ)(!r*FxK;SDp!j{=9~;YWulnBKeB z?==(`A3y0lPuP#Lva)KV6GU$*C@8#WJaPQ^i(H!2^U(P_hO{K98DbQQ`=N6XjgWkW zBu($~^4@|+EBOBXGTMUd9OgeljMz9dm%&JS)xo!K`f-!>u@p7my`z?u-9IYE79;YU z@BP+iGnJE*jYZuQ`ZmyxZjk1E!f$0*IFdQ=`@yc95dAySa&mJJuaFR`?bxv+tZk1) z@;ayf_FZK-?Rwb9kGJl9^Mr-@;N*$7PT5{hPmjI@?4px) zEoKCX=Wc*6M~@y|FE4Lbx(>&Trpfq$>}7$(0#-e50P0U$w{9K#6lMxoIX0B?r>w1M z4jsl-eQOydCD-rYM<4*#kB~yq0z{7jUSOao0OFM>pVFZ1VU^D4$~*vjy^o(h#hQJX z)!*L_4}X4I&}cKN1kW#(6Oxj|I-9{E$|5tG>7q)n;n0}c?28m(@pxVk%;bE>v^4VN zSh#S~=;$bkNlAW)`u$}^g)lK8(A$=_jB3B{Mhnu}?=;3~>C&kpA|mukvB{uFSOcj* zWBITA!onFx^ZZ^xQn1_D*o)ek5F%6&-F@x4Cy<#gtF%ahTJ|d`9`5+2Tpf}rv2&`Z3Bq~zpR`T5ahT+`td z_4k5OWdZ2{J~9Ct3`>}LnH?C{^H{~({w3r3e`aTT|MJcMB|ZBu*%`8sU?W!w2lTZ^ bx>I?udrG5KKx--sU)#3qQjOYda`FEF8fjVP diff --git a/output/1_S-12.csv 20 percent (SVG).svg b/output/1_S-12.csv 20 percent (SVG).svg index 660c487..30d5c5a 100644 --- a/output/1_S-12.csv 20 percent (SVG).svg +++ b/output/1_S-12.csv 20 percent (SVG).svg @@ -6,7 +6,7 @@ - 2022-08-13T16:42:52.724459 + 2022-10-08T17:48:49.142272 image/svg+xml @@ -42,16 +42,16 @@ z +" clip-path="url(#p32547601c9)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - - + @@ -88,11 +88,11 @@ z +" clip-path="url(#p32547601c9)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -124,11 +124,11 @@ z +" clip-path="url(#p32547601c9)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -170,11 +170,11 @@ z +" clip-path="url(#p32547601c9)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -224,11 +224,11 @@ z +" clip-path="url(#p32547601c9)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -265,11 +265,11 @@ z +" clip-path="url(#p32547601c9)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -312,11 +312,11 @@ z +" clip-path="url(#p32547601c9)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -364,11 +364,11 @@ z +" clip-path="url(#p32547601c9)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -396,11 +396,11 @@ z +" clip-path="url(#p32547601c9)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -459,16 +459,16 @@ z +" clip-path="url(#p32547601c9)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - - + @@ -482,11 +482,11 @@ L 3.5 0 +" clip-path="url(#p32547601c9)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -500,11 +500,11 @@ L 726.284375 78.500638 +" clip-path="url(#p32547601c9)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -843,7 +843,7 @@ L 179.08925 85.223958 L 182.111592 35.715874 L 694.398661 35.715874 L 694.398661 35.715874 -" clip-path="url(#p5f2d136376)" style="fill: none; stroke: #000000; stroke-width: 1.5; stroke-linecap: square"/> +" clip-path="url(#p32547601c9)" style="fill: none; stroke: #000000; stroke-width: 1.5; stroke-linecap: square"/> - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + @@ -1041,7 +1041,7 @@ L 56.684375 189.321328 L 220.797577 189.321328 L 220.797577 529.521328 z -" clip-path="url(#p6179dd4652)" style="fill: url(#h7a2763fd04); opacity: 0.1; stroke: #808080; stroke-linejoin: miter"/> +" clip-path="url(#p966a53241b)" style="fill: url(#h47399f6684); opacity: 0.1; stroke: #808080; stroke-linejoin: miter"/> +" clip-path="url(#p966a53241b)" style="fill: url(#h96486c74f0); opacity: 0.1; stroke: #808080; stroke-linejoin: miter"/> +" clip-path="url(#p966a53241b)" style="stroke: #000000; stroke-linejoin: miter"/> +" clip-path="url(#p966a53241b)" style="stroke: #000000; stroke-linejoin: miter"/> +" clip-path="url(#p966a53241b)" style="stroke: #000000; stroke-linejoin: miter"/> +" clip-path="url(#p966a53241b)" style="stroke: #000000; stroke-linejoin: miter"/> +" clip-path="url(#p966a53241b)" style="stroke: #000000; stroke-linejoin: miter"/> +" clip-path="url(#p966a53241b)" style="stroke: #000000; stroke-linejoin: miter"/> +" clip-path="url(#p966a53241b)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1140,11 +1140,11 @@ L 56.684375 189.321328 +" clip-path="url(#p966a53241b)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1160,11 +1160,11 @@ L 132.24294 189.321328 +" clip-path="url(#p966a53241b)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1180,11 +1180,11 @@ L 207.801504 189.321328 +" clip-path="url(#p966a53241b)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1200,11 +1200,11 @@ L 283.360069 189.321328 +" clip-path="url(#p966a53241b)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1220,11 +1220,11 @@ L 358.918634 189.321328 +" clip-path="url(#p966a53241b)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1240,11 +1240,11 @@ L 434.477198 189.321328 +" clip-path="url(#p966a53241b)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1260,11 +1260,11 @@ L 510.035763 189.321328 +" clip-path="url(#p966a53241b)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1280,11 +1280,11 @@ L 585.594328 189.321328 +" clip-path="url(#p966a53241b)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1373,11 +1373,11 @@ z +" clip-path="url(#p966a53241b)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1403,11 +1403,11 @@ z +" clip-path="url(#p966a53241b)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1424,11 +1424,11 @@ L 726.284375 448.225438 +" clip-path="url(#p966a53241b)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1445,11 +1445,11 @@ L 726.284375 383.49941 +" clip-path="url(#p966a53241b)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1466,11 +1466,11 @@ L 726.284375 318.773383 +" clip-path="url(#p966a53241b)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1486,11 +1486,11 @@ L 726.284375 254.047356 +" clip-path="url(#p966a53241b)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1551,28 +1551,28 @@ z +L 219.135289 370.444049 +L 224.424389 373.608401 +L 229.713488 376.52231 +L 237.269345 380.326199 +L 245.580787 384.110441 +L 253.892229 387.552089 +L 261.448085 390.43235 +L 269.003942 393.110063 +L 279.582141 396.566877 +L 290.16034 399.731981 +L 301.494124 402.847258 +L 311.316738 405.346977 +L 324.91728 408.542091 +L 337.762236 411.31246 +L 351.362777 414.018515 +L 367.230076 416.918289 +L 382.723398 419.516691 +L 398.789133 421.998873 +L 418.068015 424.728708 +L 437.346897 427.222204 +L 456.62578 429.509942 +L 479.117809 431.952406 +L 501.609838 434.182206 +L 527.315015 436.504887 +L 556.233338 438.869657 +L 585.151661 441.008545 +L 617.283132 443.158067 +L 652.627749 445.286439 +L 691.185514 447.368486 +L 694.398661 447.531917 +L 694.398661 447.531917 +" clip-path="url(#p966a53241b)" style="fill: none; stroke: #0000ff; stroke-width: 1.5; stroke-linecap: square"/> +" clip-path="url(#p966a53241b)" style="fill: none; stroke-dasharray: 5.55,2.4; stroke-dashoffset: 0; stroke: #008000; stroke-width: 1.5"/> +" clip-path="url(#p966a53241b)" style="fill: none; stroke-dasharray: 5.55,2.4; stroke-dashoffset: 0; stroke: #ff0000; stroke-width: 1.5"/> +" clip-path="url(#p966a53241b)" style="fill: none; stroke-dasharray: 1.5,2.475; stroke-dashoffset: 0; stroke: #c0c0c0; stroke-width: 1.5"/> - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - @@ -2316,11 +2318,11 @@ z - + - + - + @@ -2346,7 +2348,7 @@ z - + @@ -2417,7 +2419,7 @@ z - + - + - - - + + + - + @@ -2488,11 +2490,11 @@ z - - - + + + - + @@ -2517,9 +2519,9 @@ z - - - + + + @@ -2679,7 +2681,7 @@ z - + @@ -2800,15 +2802,15 @@ L 579.914375 222.653203 - + - + - + - + - 2022-08-13T16:43:23.737532 + 2022-10-08T17:48:32.470325 image/svg+xml @@ -42,16 +42,16 @@ z +" clip-path="url(#pd20c6449e5)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - - + @@ -88,11 +88,11 @@ z +" clip-path="url(#pd20c6449e5)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -124,11 +124,11 @@ z +" clip-path="url(#pd20c6449e5)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -170,11 +170,11 @@ z +" clip-path="url(#pd20c6449e5)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -224,11 +224,11 @@ z +" clip-path="url(#pd20c6449e5)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -265,11 +265,11 @@ z +" clip-path="url(#pd20c6449e5)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -312,11 +312,11 @@ z +" clip-path="url(#pd20c6449e5)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -364,11 +364,11 @@ z +" clip-path="url(#pd20c6449e5)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -396,11 +396,11 @@ z +" clip-path="url(#pd20c6449e5)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -459,16 +459,16 @@ z +" clip-path="url(#pd20c6449e5)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - - + @@ -482,11 +482,11 @@ L 3.5 0 +" clip-path="url(#pd20c6449e5)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -500,11 +500,11 @@ L 726.284375 78.500638 +" clip-path="url(#pd20c6449e5)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -843,7 +843,7 @@ L 179.08925 85.223958 L 182.111592 35.715874 L 694.398661 35.715874 L 694.398661 35.715874 -" clip-path="url(#p83c9fa1c68)" style="fill: none; stroke: #000000; stroke-width: 1.5; stroke-linecap: square"/> +" clip-path="url(#pd20c6449e5)" style="fill: none; stroke: #000000; stroke-width: 1.5; stroke-linecap: square"/> - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + @@ -1041,7 +1041,7 @@ L 56.684375 189.321328 L 336.855533 189.321328 L 336.855533 529.521328 z -" clip-path="url(#p685a436bc6)" style="fill: url(#hacfdcbd5f8); opacity: 0.1; stroke: #808080; stroke-linejoin: miter"/> +" clip-path="url(#p6ceb44119b)" style="fill: url(#hf421842565); opacity: 0.1; stroke: #808080; stroke-linejoin: miter"/> +" clip-path="url(#p6ceb44119b)" style="fill: url(#h95f795b249); opacity: 0.1; stroke: #808080; stroke-linejoin: miter"/> +" clip-path="url(#p6ceb44119b)" style="stroke: #000000; stroke-linejoin: miter"/> +" clip-path="url(#p6ceb44119b)" style="stroke: #000000; stroke-linejoin: miter"/> +" clip-path="url(#p6ceb44119b)" style="stroke: #000000; stroke-linejoin: miter"/> +" clip-path="url(#p6ceb44119b)" style="stroke: #000000; stroke-linejoin: miter"/> +" clip-path="url(#p6ceb44119b)" style="stroke: #000000; stroke-linejoin: miter"/> +" clip-path="url(#p6ceb44119b)" style="stroke: #000000; stroke-linejoin: miter"/> +" clip-path="url(#p6ceb44119b)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1140,11 +1140,11 @@ L 56.684375 189.321328 +" clip-path="url(#p6ceb44119b)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1160,11 +1160,11 @@ L 132.24294 189.321328 +" clip-path="url(#p6ceb44119b)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1180,11 +1180,11 @@ L 207.801504 189.321328 +" clip-path="url(#p6ceb44119b)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1200,11 +1200,11 @@ L 283.360069 189.321328 +" clip-path="url(#p6ceb44119b)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1220,11 +1220,11 @@ L 358.918634 189.321328 +" clip-path="url(#p6ceb44119b)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1240,11 +1240,11 @@ L 434.477198 189.321328 +" clip-path="url(#p6ceb44119b)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1260,11 +1260,11 @@ L 510.035763 189.321328 +" clip-path="url(#p6ceb44119b)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1280,11 +1280,11 @@ L 585.594328 189.321328 +" clip-path="url(#p6ceb44119b)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1373,11 +1373,11 @@ z +" clip-path="url(#p6ceb44119b)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1403,11 +1403,11 @@ z +" clip-path="url(#p6ceb44119b)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1424,11 +1424,11 @@ L 726.284375 448.225438 +" clip-path="url(#p6ceb44119b)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1445,11 +1445,11 @@ L 726.284375 383.49941 +" clip-path="url(#p6ceb44119b)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1466,11 +1466,11 @@ L 726.284375 318.773383 +" clip-path="url(#p6ceb44119b)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1486,11 +1486,11 @@ L 726.284375 254.047356 +" clip-path="url(#p6ceb44119b)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1551,71 +1551,71 @@ z +L 219.135289 370.365432 +L 224.424389 373.583833 +L 229.713488 376.549364 +L 237.269345 380.421959 +L 242.558444 382.917805 +L 250.869886 386.540403 +L 258.425743 389.562841 +L 266.737185 392.635059 +L 272.026284 394.469491 +L 282.604483 397.893102 +L 293.182682 401.031675 +L 303.760881 403.925555 +L 314.33908 406.606677 +L 327.184036 409.613124 +L 340.784578 412.537143 +L 353.629534 415.085301 +L 369.496833 417.983604 +L 385.936545 420.732952 +L 402.00228 423.202674 +L 421.281162 425.919764 +L 440.560044 428.402472 +L 459.838927 430.681011 +L 482.330956 433.114387 +L 504.822985 435.336549 +L 530.528162 437.651946 +L 559.446485 440.010011 +L 588.364808 442.143461 +L 620.496279 444.288125 +L 655.840896 446.412297 +L 694.398661 448.490834 +L 694.398661 448.490834 +" clip-path="url(#p6ceb44119b)" style="fill: none; stroke: #0000ff; stroke-width: 1.5; stroke-linecap: square"/> +" clip-path="url(#p6ceb44119b)" style="fill: none; stroke-dasharray: 5.55,2.4; stroke-dashoffset: 0; stroke: #008000; stroke-width: 1.5"/> +" clip-path="url(#p6ceb44119b)" style="fill: none; stroke-dasharray: 5.55,2.4; stroke-dashoffset: 0; stroke: #ff0000; stroke-width: 1.5"/> +" clip-path="url(#p6ceb44119b)" style="fill: none; stroke-dasharray: 1.5,2.475; stroke-dashoffset: 0; stroke: #c0c0c0; stroke-width: 1.5"/> - + - - - + + + @@ -2293,7 +2293,7 @@ z - + @@ -2319,8 +2319,8 @@ z - - + + @@ -2390,7 +2390,7 @@ z - + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + @@ -2519,11 +2517,11 @@ z - + - - - + + + @@ -2683,7 +2681,7 @@ z - + @@ -2804,15 +2802,15 @@ L 579.914375 222.653203 - + - + - + - + - 2022-08-13T16:51:38.196337 + 2022-10-08T17:44:39.058006 image/svg+xml @@ -42,16 +42,16 @@ z +" clip-path="url(#p400380a3d8)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - - + @@ -88,11 +88,11 @@ z +" clip-path="url(#p400380a3d8)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -134,11 +134,11 @@ z +" clip-path="url(#p400380a3d8)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -175,11 +175,11 @@ z +" clip-path="url(#p400380a3d8)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -227,11 +227,11 @@ z +" clip-path="url(#p400380a3d8)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -290,16 +290,16 @@ z +" clip-path="url(#p400380a3d8)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - - + @@ -313,11 +313,11 @@ L 3.5 0 +" clip-path="url(#p400380a3d8)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -365,11 +365,11 @@ z +" clip-path="url(#p400380a3d8)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -383,11 +383,11 @@ L 726.284375 70.189298 +" clip-path="url(#p400380a3d8)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -755,7 +755,7 @@ L 256.992067 67.581833 L 261.079979 35.715874 L 694.398661 35.715874 L 694.398661 35.715874 -" clip-path="url(#p5e92c73fb3)" style="fill: none; stroke: #000000; stroke-width: 1.5; stroke-linecap: square"/> +" clip-path="url(#p400380a3d8)" style="fill: none; stroke: #000000; stroke-width: 1.5; stroke-linecap: square"/> - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + @@ -934,7 +934,7 @@ L 56.684375 189.321328 L 283.972287 189.321328 L 283.972287 529.521328 z -" clip-path="url(#pdb9f71be6c)" style="fill: url(#hb8e50bd2d2); opacity: 0.1; stroke: #808080; stroke-linejoin: miter"/> +" clip-path="url(#pbc9021e9bd)" style="fill: url(#hbe012171af); opacity: 0.1; stroke: #808080; stroke-linejoin: miter"/> +" clip-path="url(#pbc9021e9bd)" style="fill: url(#h6625523e7f); opacity: 0.1; stroke: #808080; stroke-linejoin: miter"/> +" clip-path="url(#pbc9021e9bd)" style="stroke: #000000; stroke-linejoin: miter"/> +" clip-path="url(#pbc9021e9bd)" style="stroke: #000000; stroke-linejoin: miter"/> +" clip-path="url(#pbc9021e9bd)" style="stroke: #000000; stroke-linejoin: miter"/> +" clip-path="url(#pbc9021e9bd)" style="stroke: #000000; stroke-linejoin: miter"/> +" clip-path="url(#pbc9021e9bd)" style="stroke: #000000; stroke-linejoin: miter"/> +" clip-path="url(#pbc9021e9bd)" style="stroke: #000000; stroke-linejoin: miter"/> +" clip-path="url(#pbc9021e9bd)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1033,11 +1033,11 @@ L 56.684375 189.321328 +" clip-path="url(#pbc9021e9bd)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1053,11 +1053,11 @@ L 192.948111 189.321328 +" clip-path="url(#pbc9021e9bd)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1073,11 +1073,11 @@ L 329.211848 189.321328 +" clip-path="url(#pbc9021e9bd)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1093,11 +1093,11 @@ L 465.475584 189.321328 +" clip-path="url(#pbc9021e9bd)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1186,11 +1186,11 @@ z +" clip-path="url(#pbc9021e9bd)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1216,11 +1216,11 @@ z +" clip-path="url(#pbc9021e9bd)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1237,11 +1237,11 @@ L 726.284375 459.321328 +" clip-path="url(#pbc9021e9bd)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1258,11 +1258,11 @@ L 726.284375 405.321328 +" clip-path="url(#pbc9021e9bd)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1279,11 +1279,11 @@ L 726.284375 351.321328 +" clip-path="url(#pbc9021e9bd)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1300,11 +1300,11 @@ L 726.284375 297.321328 +" clip-path="url(#pbc9021e9bd)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1337,11 +1337,11 @@ z +" clip-path="url(#pbc9021e9bd)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1414,63 +1414,63 @@ L 89.387672 243.792605 L 92.794265 247.641328 L 94.838221 250.525417 L 98.926133 255.92897 -L 104.376683 262.465552 -L 109.145913 267.644303 -L 113.233826 271.734137 +L 104.376683 262.465551 +L 109.145913 267.644302 +L 113.233826 271.734136 L 118.684375 276.748233 L 123.453606 280.772883 L 128.222837 284.499409 -L 135.036023 289.369477 -L 137.079979 290.736925 +L 135.036023 289.369478 +L 137.079979 290.736926 L 139.805254 298.887328 -L 142.530529 302.983161 -L 147.29976 309.665129 -L 152.06899 315.797703 -L 156.838221 321.448884 -L 161.607452 326.675552 -L 166.376683 331.525698 -L 171.145913 336.040132 -L 175.915144 340.253804 -L 180.003056 343.649093 -L 189.541518 350.888289 -L 194.310749 354.191032 -L 199.079979 357.307215 -L 203.84921 360.252657 -L 208.618441 363.041395 -L 213.387672 365.685935 -L 222.926133 370.585994 -L 232.464595 375.029328 -L 242.684375 379.353742 -L 251.541518 382.783921 -L 256.992067 384.764083 +L 142.530529 302.983168 +L 147.29976 309.665145 +L 152.06899 315.797725 +L 156.838221 321.44891 +L 161.607452 326.675579 +L 166.376683 331.525725 +L 171.145913 336.040159 +L 175.915144 340.253829 +L 180.003056 343.649116 +L 189.541518 350.888306 +L 194.310749 354.191045 +L 199.079979 357.307225 +L 203.84921 360.252663 +L 208.618441 363.041396 +L 213.387672 365.685932 +L 222.926133 370.585983 +L 232.464595 375.029309 +L 242.684375 379.353714 +L 251.541518 382.783886 +L 256.992067 384.764044 L 261.079979 385.341328 -L 264.486573 387.078918 -L 268.574485 388.91495 +L 264.486573 387.078919 +L 268.574485 388.914951 L 270.618441 389.760951 -L 280.838221 393.520735 -L 290.376683 396.559713 -L 299.915144 399.293855 -L 309.453606 401.79341 -L 322.398661 404.883194 -L 333.29976 407.259485 -L 346.926133 409.98507 -L 361.233826 412.595709 -L 376.222837 415.093656 -L 392.292323 417.539191 -L 408.361809 419.776029 -L 427.645192 422.221889 -L 446.928575 424.442745 -L 469.425856 426.789544 -L 491.923136 428.910277 -L 517.634314 431.097418 -L 543.345492 433.068527 -L 572.270567 435.065893 -L 604.409539 437.052849 -L 639.762408 439.000318 -L 678.329175 440.886358 -L 694.398661 441.608607 -L 694.398661 441.608607 -" clip-path="url(#pdb9f71be6c)" style="fill: none; stroke: #0000ff; stroke-width: 1.5; stroke-linecap: square"/> +L 280.838221 393.520733 +L 290.376683 396.559708 +L 299.915144 399.293845 +L 309.453606 401.793396 +L 322.398661 404.883174 +L 333.29976 407.259461 +L 346.926133 409.985039 +L 361.233826 412.595672 +L 376.222837 415.093614 +L 392.292323 417.539142 +L 408.361809 419.775975 +L 427.645192 422.221827 +L 446.928575 424.442678 +L 469.425856 426.78947 +L 491.923136 428.910198 +L 517.634314 431.097333 +L 543.345492 433.068435 +L 572.270567 435.065796 +L 604.409539 437.052747 +L 639.762408 439.00021 +L 678.329175 440.886244 +L 694.398661 441.608492 +L 694.398661 441.608492 +" clip-path="url(#pbc9021e9bd)" style="fill: none; stroke: #0000ff; stroke-width: 1.5; stroke-linecap: square"/> +" clip-path="url(#pbc9021e9bd)" style="fill: none; stroke-dasharray: 5.55,2.4; stroke-dashoffset: 0; stroke: #008000; stroke-width: 1.5"/> +" clip-path="url(#pbc9021e9bd)" style="fill: none; stroke-dasharray: 5.55,2.4; stroke-dashoffset: 0; stroke: #ff0000; stroke-width: 1.5"/> +" clip-path="url(#pbc9021e9bd)" style="fill: none; stroke-dasharray: 1.5,2.475; stroke-dashoffset: 0; stroke: #c0c0c0; stroke-width: 1.5"/> - + - @@ -2113,11 +2083,11 @@ z - - - + + + - + - - - + + + - + @@ -2184,9 +2154,9 @@ z - - - + + + @@ -2256,7 +2226,7 @@ z - + @@ -2284,13 +2254,13 @@ z - + - - - + + + - + @@ -2315,13 +2285,13 @@ z - + - - - + + + - + - + - - - + + + @@ -2540,7 +2510,7 @@ z - + @@ -2661,15 +2631,15 @@ L 579.914375 222.653203 - + - + - + - + - 2022-08-13T16:54:23.311722 + 2022-10-08T17:45:05.264843 image/svg+xml @@ -42,16 +42,16 @@ z +" clip-path="url(#paa5e2f473b)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - - + @@ -88,11 +88,11 @@ z +" clip-path="url(#paa5e2f473b)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -159,11 +159,11 @@ z +" clip-path="url(#paa5e2f473b)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -179,11 +179,11 @@ L 231.688295 30.561328 +" clip-path="url(#paa5e2f473b)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -211,11 +211,11 @@ z +" clip-path="url(#paa5e2f473b)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -248,11 +248,11 @@ z +" clip-path="url(#paa5e2f473b)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -269,11 +269,11 @@ L 494.194176 30.561328 +" clip-path="url(#paa5e2f473b)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -290,11 +290,11 @@ L 581.696136 30.561328 +" clip-path="url(#paa5e2f473b)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -313,16 +313,16 @@ L 669.198096 30.561328 +" clip-path="url(#paa5e2f473b)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - - + @@ -336,11 +336,11 @@ L 3.5 0 +" clip-path="url(#paa5e2f473b)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -388,11 +388,11 @@ z +" clip-path="url(#paa5e2f473b)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -754,7 +754,7 @@ L 270.189158 73.897692 L 273.339228 35.715874 L 694.398661 35.715874 L 694.398661 35.715874 -" clip-path="url(#p6cd61f36af)" style="fill: none; stroke: #000000; stroke-width: 1.5; stroke-linecap: square"/> +" clip-path="url(#paa5e2f473b)" style="fill: none; stroke: #000000; stroke-width: 1.5; stroke-linecap: square"/> - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + @@ -972,7 +972,7 @@ L 56.684375 189.321328 L 293.779686 189.321328 L 293.779686 529.521328 z -" clip-path="url(#p75ac32dab8)" style="fill: url(#heac56bc0cf); opacity: 0.1; stroke: #808080; stroke-linejoin: miter"/> +" clip-path="url(#pa785f6afa5)" style="fill: url(#h1e4f73e2a2); opacity: 0.1; stroke: #808080; stroke-linejoin: miter"/> +" clip-path="url(#pa785f6afa5)" style="fill: url(#h2a2474a220); opacity: 0.1; stroke: #808080; stroke-linejoin: miter"/> +" clip-path="url(#pa785f6afa5)" style="stroke: #000000; stroke-linejoin: miter"/> +" clip-path="url(#pa785f6afa5)" style="stroke: #000000; stroke-linejoin: miter"/> +" clip-path="url(#pa785f6afa5)" style="stroke: #000000; stroke-linejoin: miter"/> +" clip-path="url(#pa785f6afa5)" style="stroke: #000000; stroke-linejoin: miter"/> +" clip-path="url(#pa785f6afa5)" style="stroke: #000000; stroke-linejoin: miter"/> +" clip-path="url(#pa785f6afa5)" style="stroke: #000000; stroke-linejoin: miter"/> +" clip-path="url(#pa785f6afa5)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1071,11 +1071,11 @@ L 56.684375 189.321328 +" clip-path="url(#pa785f6afa5)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1091,11 +1091,11 @@ L 144.186335 189.321328 +" clip-path="url(#pa785f6afa5)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1111,11 +1111,11 @@ L 231.688295 189.321328 +" clip-path="url(#pa785f6afa5)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1131,11 +1131,11 @@ L 319.190256 189.321328 +" clip-path="url(#pa785f6afa5)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1152,11 +1152,11 @@ L 406.692216 189.321328 +" clip-path="url(#pa785f6afa5)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1173,11 +1173,11 @@ L 494.194176 189.321328 +" clip-path="url(#pa785f6afa5)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1194,11 +1194,11 @@ L 581.696136 189.321328 +" clip-path="url(#pa785f6afa5)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1288,11 +1288,11 @@ z +" clip-path="url(#pa785f6afa5)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1348,11 +1348,11 @@ z +" clip-path="url(#pa785f6afa5)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1369,11 +1369,11 @@ L 726.284375 451.821328 +" clip-path="url(#pa785f6afa5)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1390,11 +1390,11 @@ L 726.284375 399.321328 +" clip-path="url(#pa785f6afa5)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1411,11 +1411,11 @@ L 726.284375 346.821328 +" clip-path="url(#pa785f6afa5)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1432,11 +1432,11 @@ L 726.284375 294.321328 +" clip-path="url(#pa785f6afa5)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1453,11 +1453,11 @@ L 726.284375 241.821328 +" clip-path="url(#pa785f6afa5)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + @@ -1558,42 +1558,23 @@ L 249.888703 391.216076 L 262.838993 393.559598 L 270.189158 394.78451 L 273.339228 394.596328 -L 279.63937 396.105889 -L 285.239495 397.656865 -L 290.139605 399.353848 -L 292.239652 400.261049 -L 295.039715 401.76833 -L 297.489769 403.560923 -L 299.589816 405.751117 -L 304.839934 421.448374 -L 306.939981 460.792262 -L 309.740044 338.868662 -L 312.190099 375.671614 -L 314.290146 383.539544 -L 316.390193 387.460574 -L 319.190256 390.483384 -L 321.64031 392.195365 -L 324.090365 393.458477 -L 326.54042 394.451698 -L 328.990475 395.269375 -L 333.890585 396.575178 -L 338.440687 397.544294 -L 345.440844 398.769812 -L 355.591071 400.216199 -L 368.191353 401.703422 -L 382.326013 403.127939 -L 398.412232 404.54234 -L 417.715695 406.03277 -L 440.236401 407.558491 -L 465.974352 409.085851 -L 494.929546 410.587602 -L 527.101984 412.04265 -L 565.708909 413.553056 -L 607.533078 414.959322 -L 655.791735 416.347993 -L 694.398661 417.314113 -L 694.398661 417.314113 -" clip-path="url(#p75ac32dab8)" style="fill: none; stroke: #0000ff; stroke-width: 1.5; stroke-linecap: square"/> +L 288.039558 398.680096 +L 299.589816 401.730306 +L 316.390193 405.953423 +L 335.640624 410.527236 +L 355.591071 415.017459 +L 375.891526 419.368222 +L 398.412232 423.979268 +L 424.150183 429.017753 +L 453.105377 434.442958 +L 485.277814 440.224671 +L 520.667496 446.342102 +L 559.274422 452.782331 +L 601.098591 459.538646 +L 649.357248 467.107009 +L 694.398661 473.994631 +L 694.398661 473.994631 +" clip-path="url(#pa785f6afa5)" style="fill: none; stroke: #0000ff; stroke-width: 1.5; stroke-linecap: square"/> +" clip-path="url(#pa785f6afa5)" style="fill: none; stroke-dasharray: 5.55,2.4; stroke-dashoffset: 0; stroke: #008000; stroke-width: 1.5"/> +" clip-path="url(#pa785f6afa5)" style="fill: none; stroke-dasharray: 5.55,2.4; stroke-dashoffset: 0; stroke: #ff0000; stroke-width: 1.5"/> +" clip-path="url(#pa785f6afa5)" style="fill: none; stroke-dasharray: 1.5,2.475; stroke-dashoffset: 0; stroke: #c0c0c0; stroke-width: 1.5"/> - @@ -2227,8 +2208,8 @@ z - - + + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + @@ -2350,14 +2360,14 @@ z - - + + - - - + + + - + @@ -2381,12 +2391,12 @@ z - + - + - + @@ -2456,8 +2466,17 @@ z - - + + + + + @@ -2484,14 +2503,14 @@ z - - - - - - + + + + + + - + @@ -2517,13 +2536,13 @@ z - + - - - + + + - + @@ -2547,12 +2566,12 @@ z - - + + - - - + + + @@ -2586,13 +2605,6 @@ L 1259 0 L 628 0 L 628 4666 z -" transform="scale(0.015625)"/> - - + @@ -2862,15 +2874,15 @@ L 579.914375 222.653203 - + - + - + - + - - + - + - 2022-08-26T18:00:08.576115 + 2022-10-08T17:44:29.502590 image/svg+xml - Matplotlib v3.3.4, https://matplotlib.org/ + Matplotlib v3.5.2, https://matplotlib.org/ - + @@ -27,7 +26,7 @@ L 733.484375 568.416641 L 733.484375 0 L 0 0 z -" style="fill:#ffffff;"/> +" style="fill: #ffffff"/> @@ -36,328 +35,331 @@ L 726.284375 143.961328 L 726.284375 30.561328 L 56.684375 30.561328 z -" style="fill:#ffffff;"/> +" style="fill: #ffffff"/> - +" clip-path="url(#pf03d611d6f)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - +" style="stroke: #000000; stroke-width: 0.8"/> - + - +" transform="scale(0.015625)"/> - + - +" clip-path="url(#pf03d611d6f)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - +" transform="scale(0.015625)"/> - - - + + + - +" clip-path="url(#pf03d611d6f)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - +" transform="scale(0.015625)"/> - - - + + + - +" clip-path="url(#pf03d611d6f)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - +" transform="scale(0.015625)"/> - - - + + + - +" clip-path="url(#pf03d611d6f)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - +" transform="scale(0.015625)"/> - - - + + + - +" clip-path="url(#pf03d611d6f)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - +" transform="scale(0.015625)"/> - - - - + + + + - +" clip-path="url(#pf03d611d6f)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - - - - + + + + - +" clip-path="url(#pf03d611d6f)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - - - - + + + + @@ -365,120 +367,121 @@ L 704.579876 30.561328 - +" clip-path="url(#pf03d611d6f)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - +" style="stroke: #000000; stroke-width: 0.8"/> - + - +" transform="scale(0.015625)"/> - + - +" clip-path="url(#pf03d611d6f)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - + - +" clip-path="url(#pf03d611d6f)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - +" transform="scale(0.015625)"/> - + @@ -486,316 +489,325 @@ z - - + - + - + - + - + - + - + - - + + - + - + - + - + +" transform="scale(0.015625)"/> - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + - +" clip-path="url(#pf03d611d6f)" style="fill: none; stroke: #000000; stroke-width: 1.5; stroke-linecap: square"/> +" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/> +" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/> +" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/> +" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/> @@ -836,11 +848,11 @@ L 726.284375 529.521328 L 726.284375 189.321328 L 56.684375 189.321328 z -" style="fill:#ffffff;"/> +" style="fill: #ffffff"/> - +" style="stroke: #000000"/> - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - +" clip-path="url(#p53935d1454)" style="fill: url(#hc1d13d0633); opacity: 0.1; stroke: #808080; stroke-linejoin: miter"/> - +" clip-path="url(#p53935d1454)" style="fill: url(#h71e9b64098); opacity: 0.1; stroke: #808080; stroke-linejoin: miter"/> - +" clip-path="url(#p53935d1454)" style="stroke: #000000; stroke-linejoin: miter"/> - +" clip-path="url(#p53935d1454)" style="stroke: #000000; stroke-linejoin: miter"/> - +" clip-path="url(#p53935d1454)" style="stroke: #000000; stroke-linejoin: miter"/> - +" clip-path="url(#p53935d1454)" style="stroke: #000000; stroke-linejoin: miter"/> - +" clip-path="url(#p53935d1454)" style="stroke: #000000; stroke-linejoin: miter"/> - +" clip-path="url(#p53935d1454)" style="stroke: #000000; stroke-linejoin: miter"/> - +" clip-path="url(#p53935d1454)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - + - +" clip-path="url(#p53935d1454)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - - - + + + - +" clip-path="url(#p53935d1454)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - - - + + + - +" clip-path="url(#p53935d1454)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - - - + + + - +" clip-path="url(#p53935d1454)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - - - + + + - +" clip-path="url(#p53935d1454)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - - - - + + + + - +" clip-path="url(#p53935d1454)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - - - - + + + + - +" clip-path="url(#p53935d1454)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - - - - + + + + @@ -1260,252 +1272,256 @@ L 704.579876 189.321328 - - + - + +" transform="scale(0.015625)"/> - - - - - - - - - - + + + + + + + + + + - +" clip-path="url(#p53935d1454)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - - + +" transform="scale(0.015625)"/> - - - - + + + + - +" clip-path="url(#p53935d1454)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - - - - + + + + - +" clip-path="url(#p53935d1454)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - - - - + + + + - +" clip-path="url(#p53935d1454)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - - - - + + + + - +" clip-path="url(#p53935d1454)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - - - - + + + + - +" clip-path="url(#p53935d1454)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - - - - + + + + - +" clip-path="url(#p53935d1454)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - - - - + + + + - +" clip-path="url(#p53935d1454)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - + @@ -1513,52 +1529,53 @@ L 726.284375 189.321328 - - + +" transform="scale(0.015625)"/> - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + - +L 264.010935 394.323189 +L 268.175978 395.417525 +L 276.968845 397.322741 +L 287.15006 399.29208 +L 299.182405 401.392694 +L 312.140315 403.42911 +L 325.561008 405.329785 +L 343.146743 407.550076 +L 361.19526 409.562054 +L 379.220405 411.346858 +L 398.517033 413.049208 +L 421.029765 414.807715 +L 446.758603 416.569284 +L 472.48744 418.113206 +L 501.432382 419.63694 +L 533.593428 421.11339 +L 568.970579 422.523691 +L 610.77994 423.958563 +L 655.805405 425.280147 +L 694.398661 426.264588 +L 694.398661 426.264588 +" clip-path="url(#p53935d1454)" style="fill: none; stroke: #0000ff; stroke-width: 1.5; stroke-linecap: square"/> - +" clip-path="url(#p53935d1454)" style="fill: none; stroke-dasharray: 5.55,2.4; stroke-dashoffset: 0; stroke: #008000; stroke-width: 1.5"/> - +" clip-path="url(#p53935d1454)" style="fill: none; stroke-dasharray: 5.55,2.4; stroke-dashoffset: 0; stroke: #ff0000; stroke-width: 1.5"/> - +" clip-path="url(#p53935d1454)" style="fill: none; stroke-dasharray: 1.5,2.475; stroke-dashoffset: 0; stroke: #c0c0c0; stroke-width: 1.5"/> +" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/> +" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/> +" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/> +" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/> - - + - + - + - + - + - + - + - + +" transform="scale(0.015625)"/> - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - - + - + +" transform="scale(0.015625)"/> - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - - + +" transform="scale(0.015625)"/> - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + - +" style="fill: #ffffff; opacity: 0.2; stroke: #000000; stroke-linejoin: miter"/> - + - +" transform="scale(0.015625)"/> - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + - - + + - - + - +" transform="scale(0.015625)"/> - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + @@ -2326,446 +2358,453 @@ Q 480.845536 333.141328 480.845536 336.741328 L 480.845536 388.667203 Q 480.845536 392.267203 484.445536 392.267203 z -" style="fill:#ffffff;opacity:0.2;stroke:#000000;stroke-linejoin:miter;"/> +" style="fill: #ffffff; opacity: 0.2; stroke: #000000; stroke-linejoin: miter"/> - + - +" transform="scale(0.015625)"/> - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - - + - + - + - + +" transform="scale(0.015625)"/> - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - +" style="fill: #ffffff; opacity: 0.8; stroke: #cccccc; stroke-linejoin: miter"/> - + - + - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - - + + - - + + - - + + +" style="fill: #808080; stroke: #808080; stroke-width: 1.0; stroke-linecap: butt; stroke-linejoin: miter; stroke-opacity: 0.1"/> - - + + +" style="fill: #808080; stroke: #808080; stroke-width: 1.0; stroke-linecap: butt; stroke-linejoin: miter; stroke-opacity: 0.1"/> diff --git a/output/4_S-11.csv 80 percent (PNG).png b/output/4_S-11.csv 80 percent (PNG).png index cd39fc61e79a9b5e033aa8835c322cb37ae597c4..6dae7e1d0950d6d6c20e8a2b97ed139917f98320 100644 GIT binary patch literal 176593 zcmb@uc|4cv`aS+8Atfr2A*4tm852bc2^FQ1gpgTeEOSa^tQ0CzL@5%=JZ5YXDv~ml zp=6eM_^mtIpS{o7=l9pwYoFKIoA>ZM_jBFXwXU_+bzjolx0{iHgMmV!Fz!)RIzXW; zn85#5($nHM6~mz;_`j`=$~uk*ZA~3rPS~HM>^*!uFKJCaF#0 z!o22=j&=^RqM|l`y+*7)dPk578EK9Wsj1g_L-=k zUtHW*{FT_dD^3US-4WbX&UP){ z$NT4+lc9XP>Ms*m1Vz5=wJ%hdcvbUs&#l^f+3Qj|zZUOu%hr?c%WKZ>h|Zmi;thzU z=bQUUTg0HwrF7~{ zMLI{19+k2GM!$5m>;;F;sx@oYQ0>{Xr+;Kbr6KL4*8P2}C2gCy_TH2{7Zw&4@25V0 zZOeQF17hRpv@WYhY--KzD=7K#;n9`INPnM;8|kUlt_%4po~Lb1&TQKG>&FLmyLE^^yh@xv+ljKM1B@7&>iYTdA$kyBdfndOI;?(W5+qN3~g`PYbvEsNN6 z{Q1DwiqkDcRG$kxI2nAY7tk#&y&vNlP*k)--EY_2r)u+=GA{vwrRTqg!J=d};32*8bkx+_<5Wd201i zE*bC1(Z0135(oQSeRvJu-rml?O?Li)ze>NUGFz8?%)I{b>c<9!AprSnY zW$Q!_zv~L+-p*0~`1r0{(l(o2hs`he`WAor@};(9{v)oge00O9`PHk%Gcz+;cCFN0 zTuB|1i{}0qyZoe7*uYj<@^wCY=c7rBDk-7Hw)WnlO~-RgzMo*8zx|sZBqt) zZs~usrCG;SaQ=qVPD<5xEhxIOcK2q(A_@&1U7W|{$OFy0KE>=Kbc`I@&*T0q!L~=1 z!}s^cgp3b$t`!k^V|ZRPfR9GeTQ_-AYt7uZEIWGp!)xm;UNi0*G4iXcs;as^JYo|% z^suzCd;SIOC!}@{Z#?wy!utKUTRx^5(=#z;4%^MIx5*1jfv;};EmXQ0)-MF+pTYwQ z7Rk@ocMU&(S#1gL+?`*QdSo%&>^W(}wcV9vc4{az-f!ppnjXW;3nzPXSBV+X$U1g; z$9PUG8twg(K79Glw^ZO;4hmhT+-{an;q~F&5r5!%>61TyEVDe7awOHLY$vDt{1b39 z!zIr@`v-Q19scaaWh+De{Oc9QD?L&Zxz0U1Cr5e$^P?4Jr&g?%b=+L+?`R>(@j2Ip z>Gtj0QF8NJ|Mfl=wOQ@)*GzFLNWJch@oN6ucx%& zxBb6T*<65Z?L*IY?3}TWWqwu)*Q!VA*=AV2lv#t8>F8|&ZC}4qQ64{j z{NP9m_suP~A&-ye#wrK0vT|>oi^VG^D|2ezCgWGKjP90}LRYU|ZRzP@ba8PB41RQH z5p$*U1{Q`3etr_O&OuU!&5>Szu43IN$CH~X3Zmqd(qp>zdxdXA?7Zt;SXdbEr^u>Z zD`nT$v^`4J>0zmUD8i~z|9#TY6?gC6Rdx;eJW2J)X1M)1m&8QaRN@Cqyov$Ya%1i4 zHI>fSOc?!R{Z)cFT9GbIJyw(Wa~sBHHGKa-Ywpd`6J_h(<*vAT<5H~u)2EUh%^}xK z7)?w~)%F(X%|?FY?AdO;ef##s(M$ZSSNwTgBA%X}%AVw_NkI{hxO$audN$R#;$zn< zZ?*X6ttEanNk=8BGOX|aS>P9|MK`bKySmjTuJ6Z>mvbADp-iPPa_nxS{D$jl?;jt( zHJ)kAe{{homFAL?lAkHc<*oAGf4x1Q_RQ@)Vgon1CfCtZyL)(uY+sUg=V}tZf3U=Z zl1lrNb7+4O)m1mfet%Cf#F;wNIbrO=Ry@1cg{wEd;4q96RrpNDJbwqg+4bJYUTX2n zOD-~Qbj-&UJM3H{v@Gu#-*s)qCp8i4dl&f6KcUM}Rz;Q^9$GBH1y1MmY)|h{8s?iT zsaje(d*f`A?%i7_BPVyvb(NBmK*?OD57=4Pnbn-*q~6(i?bS5Fapn+ytq$Syu{ z;sn3gHcFIJvp#NI(!APx?#8W$+x;dfe~XCAPH{ZTm&Zyxn#LYVJ^i(uI%aJE-$f># zQ@wYW4ZL0^luGVu|KILvYrS_8=QOK`u4?eixdn8ZkM*`{KRUd(FK6Gref0G7J5U&^ z)6L#4=ZuS5Z^%2O_2`3)``G52QdZ?JczU$=)KNG+#{aqM-?qf+jr28(P8aUHyQ8xz zI@P*C{1qc2kowOOkcjWW1x{U7S8~2Im%di|VsVR$i^I98mt9eQQnMam7aNNRH?W$W znU*=z&)eHv82b9PMt(QFk2jCkRH{<>+WMocFY>Ob@srD$YE1pNhl}NoxpwVBgn=i! z-_q5<4htV2yBaLtkb;lO%FaIOy2?b6|Ih-g4`26i#rrn|3 zz9}gw@jwmQMt_z-P%mKvy??voLZBE`Rn;fMoBh|>N1r*bwr|e| zEc4m6zXf+TElui^8$Bj%emtH<547U!+DaF_e|YFsZHc12y?9=J{*`OjXpqR%nf&~% zwVj=%qoSfHlu#apj-z`?iE@7ZQU1MUNLS%_$E{V{T_t5*dV`SDTYA6bhI22cu(;Au z()Pv*w!H{jPc}m$hw9$F*JomO54WHH+cJ%ET(*fz(H0t-o}3zbdm0I638(ZDMMXu| zdM%;r{IcC^%)Vsqw|vHtnwmQIG1a#-`ntLVS2wJG_4RMJlTT|R*X@ZCu!i0T=}XB( zD^LD+&|i;DN#p=5G;4*fiM0N8bG@ogtVT~b4E_m{)NO~2n|5t5Ktfh-=* zO?y;x&-)!JDzp^o3H!D5)So|p9@|nB^0z(zq()R=Yx99(j_E$H*^;tAHe?6BhQy=k z3HYXLL2NSXkJTvji~qK{5E8S1fZ~?h*RNlHZPRfMWN^VFkE3qvUT7}KkzROlyH=t$ z#TyvLsQQi~D|he-j$qpTx3`^3NfBjXXsEK-W2${s3Xo6}*fza@c4e?ioFYoZ)YMcK z)02ZqRFmaXE3CY~=`R3yU}6`)S9xFgsZArRf!DMYu;k&coOcO(ONPI{a|$0HA8$pe zTPPnITwq~gmb`?KQ8`W}Sa=&p3DU+=9{C_zMviM;$GKJIkq`IA)wB$@zY;u_kt95u z6*m62bR> zT7-BbuV2tKJ^GzfZZ)bJ}ip#>3*Msw(}?ojdzSo4wYGiD~I_b8|2C^6~;G zQ0sKIe`ZyG5%FteWaJo-gx1Q=*|{90&q+W1Xu4_T>(`~1R;<5w5>@fdtu4EOtBj0| zEm9yYxjOk-j4HoG{`uWlEtzCP%zonSE-l`^c;l3F8 z;A_`dC`DE&`4^+*T=+I@NK{RUxOp?+$&<|*k(;TED?;9ko|((11AT?F&l?*#DWP4r z_!64(-M-cvc$Kx41&SG!(l?aft1-75?LCghrSsP18t%c;NPEkck)B3+M#k%&86&@A z!PQe~7QcF+lgh`%#bwPWaO`#1R^yjQSe85PYJODueW%;bb*wD zKP6<`2|9ktT%a#jn2koU&)!CnJvZ-xu~$vx)3TnH7DKzA_WpZ-mGD`$e(oODTlbd> zXa0&r?m5+55R4Zj*1UT4$>`;q!-LmuZ7^Q0to5>RB)g9LpjNmUv{qFw$!s_Xd z5)u-pzt{3di!xSDJ#D_tF62m{EgzpyB#?(qV@BD;ukL}mW40$yRBD~ZbYlfc$DkfA ztk{@gL-j4{aHi`o%lBBP>K@cl?k~A6yEQeL(d_%*kTB!hx|RJr9h0>BwtF!dHT9!= zdFJ5#$|~SM%9&puj?@%*xS=HyC5#8EEFG`e^YaONZ^iD9k+1zVNMUAX_C`c~d0^9w z_6nJ?ByM-8W`^}q$y1+K0YWIFcRKf0V&wfI@sMX+HEc9gXvI-ejsMYFx%3Cgezw|?alaS1bTLKq?#_j%jNi?S7cN|Q!&qm${{sEHG`v?? zt8{vDbQvovituIMC-cbquWFWNGrVi(PSicSfi`9BWZjiudQ=Q%@AP?|H(C93G~t@t zJn^*d2wr;ZsX3J*b4y1@!jMFRwAI$wIa2EP-$whI4O-sXuNk#^ksSO?FD^w>@Lu}9 zO8Gwp?eAZi?5nrJDmkhBy+@Czbc5)B-c^xh?t4JM&xKw*DAB21GT&rh#XciAknYpGD<>mRP=G z#SJgH^7&r%uYRL4_ts10_yc!Qu~tc0vJj9Tq3^n(`Ic_JtCMv@+QRPol+0?u#H^%t z|2aD4ir&$^afOD()Ygp|j9+q`N|0=qadO_Wjn;i;xkgfw1*JN(i2emjQagvo?+476 zop$rZnCHaz^<$Hh#(0aJlao}IK5~TJ_uBa7oDrY*i)BjJ+5ad2NI!EX>u1HDj*|bn zPzP;Sy?ob|!5mUTPhQY@i=TYiQWLkEUs7m%%e}gC-F;t<2(t8#j+)K%toqaE{cg(% z0)DIYoj?ZkGCS*Yow`|pN!1ONw*GyY!6;Py+cH~nOyj;p;dDZ47o9M9FiKrld6UETO!zS~eLc;?B8lFPvTgp?B#6KnpuVZ(+qLvOZRxqjVu zOSAhs>b2_*J_)y)XH>qu1R2A*?aby3o5qVE1bMNfZ*EF0pm1%qr$KHhFYuVW44z_3 z)0qX^-A11Fn}1h6`fAxjd@aGpE%Ed#^ny?c2_M$Dl`~XQCrVvWyw7FUn?ym~}=*!umycUOu&NV~u7@kg?;De>AuT7{k-!@XZP zQwnEfV`F30p1ydyH~zrUZ%#JX5vnN%679OG*PxI8uZ?uLp)0J1>B_sw4XQ!Fyn7BzAxN_r0qRVzg<|k%vZ!hOweZvRYiZpY4d{;Mu zE(1sj#45Lewe@X!q{)0?ImgNy9JVRDe-mfg+YU>xH*?zNopb80BfZh8EvLA^(J(ME zF`e(Gqocd!wC&R#=G*cf3;<5)1>xII+uQF%d(-#Rc>FMdf|E&M9WgQrG-i+6PYBjIE zbMEI&_pSSj3~iLOt_ge%n@pTUd*jE%WBM;~$lG^HD1t;X@(G%f8&@)3&?SBSv!}VR zrxi}ODMiVgrlwoU^<-GHQsWQrzB0x-rKZrSJG|=cl`B`sBILOAg@7)J1uaUyWQnBA zfTE_R=AI>C8iJ!1qV@_-b3CQ$WAstj($$Tnfw4MWNf&<;i#M#yDKgy!Tkj<#sJR?a z-LvOhZf>scZj(sC0L@1qG=;85S$x>{&qptOXu)BHZclJ$W9r6cNj>kU|JE^iPBQS0?P=X?~Sa ze?I$byZ=m3mHul5cyc#fWdtXAQNZXLXSRXq+Z zT1AftF)=ec<|;Es!=@Qo^SoR;QC8ZwM`O3!kAkQ|_IJybmm%Sw_?O331a1k-^xb^_ zm&}Xg^4CgBhl6PO=j~?KqZhx*XeIksVX_|HBmFd3-t6;Sn7f`{8qU1~t>ACwbp5`l zB2@C~2U=^VIu&NAD1?Uvsq$Q1G@pjf@9LsA9HxGmtR(n&>FpdG{xzQ+O7G>7v7-ZQdoKG zmecIi_)u4E{9=M#kk7w@9C@*&r1eos0mGIpTdY54rIwb*Z)ezBX14c!uNA1{La&&A zSqJYaxreh`jLVmR`fCeSm?^^NB#!#$-@3*5@JLFCgjvR6fV4I2OhtykcF zCxto zX(tzxHWmGv@z0N`qEoVc1(Tcbl>yE@pH85m^L;!!HbAI(%G<`-GMShoQ+pJ=4{$MyA{mAQ&><6np0wNKd58C}X zC_4e8w6bkCBoco9v`(aDVesAiyU#s>wuN`orlsf3ovY>d`_r~8^6@^FdFt*?Uk2HT zXkCZ7ws&0sUoXl6q_t?9NV$YOm)jDhzyN3?2;T9S7%oman!ed>#2U}qz;j$V=Yu{J z!ql@vrq@IbW_VA*$jo5ipLl%9J-L+=w0)}$CHAao6MS(h*OxqO+KtgWhs z#0X@vue?zMbgVw7`mMm zKcayqqa0cSGYiWF6wAiB_ORUX=SQ(bTCUZrZGQKU*+vYD7ngj0cYhfh+j^<9f0p?} z@-en8r#=&%&5^^yDrBxZema^~?>TO8K+G2lu*%2$=Mif0fu9W$Q)6F4Kjyn_X=`i4 z)gh1ilRzu=UnY3y;rqolqoipyD3qU>8X{PnLP1IMm38{jf`suh({rvrCU^Rs#f!T} zR9AyE9pIAtdor8VB8~~NFyJw9FI~DcEd)K|8UX=X!WHOegs(5Zryy`$&3EnYkUJ1S zGzD3tmxYNLn`vw{ep^*l4kE4ksl`E=ty>%BZ~oei8yh}&pFe;8Pl$n`L>@daW3z@d z)7ha9klR0=%P4F*9VY4b_D^A)#4#Wl3|2jbP%Y}l|!UtfQ7DL7E8 zv#zd2uOr0-Vi;!;HfP5A*I>cdiyQ>k4f>aLlb%0{Um~yl(7*t=ycDgJyM5yeMc(GW zJ5$r{!`pTIv525?1e?>(^3rwmTUQ(bHTbE8Ccr*qkDTYRx9$8jR$QUTG8(GZ*4D1(LIqI!N4_N#3J&VmD~>1v27G#E z^*}FMyzpo0AC_|-J7m}Im#=F zE1pTD_(=wcXpbe_PH6pXE;Q&h=#0m!gkQ^DLUfAxf;ICBbj1bDXTsxVdra-3MK0 z{v}6B+U64tg^-zqnVOz(N)J|V7GbR%A)?=f3!DE{^m{SJz1{V~@bK`?diDMLD}XNU z#Y|64y_P+3TW^JWNBne|z~n!1FGMb#y%8L&tQXO}w7k5&k+weDzMWy@XTy0=T^0=h zZ(0c&?CHUQ>Aj8Xv14Gz5c}8fR+;_c(yR<-ooJbm;8CRc?Bu@6_4K1A+@8oeus}?C~v0Py9O&UdJ z$~M~!a11beY?PYVV%t#Xgus3!j28ILnPOO1MSmw7-fL>W zFW&FOVaOZl!_0H83+oWxAKlkZsa{@gV=l0VjK^~vQ-?PPDE)p?#c$pOuMq#V;h)(u-f~Byp8!99 z@vB#_T3io1D0#iO%CD1ZwD3oLO6XRH4nxH4$Go!=gb^ZXhHwf5-GlEB;@VnUTOz_5 ztg=>Wyf1&0TkrUBk!^fKiy+a0uN2uH#MTD<^?l7{-+wl8-}H!@l%kVL-P_yyvA{!4 zEn-vfhet;iP#$V0`T#540n1IA0e!D&Csaum06Kp0O%738A*u;X&k|0fqr-Ht{!ZKf zX}hY#w6+#odConi2dW6w6wSNT zX!+MpCvBISeSJehw)=Rty>j?{cv^b@7^fZx;)R3-2W5BnKq7?#FARcvtiObb@W90T zGSvCDBJtpT&CF9@K#3hllpL3C=z0|cdM4fU&FiaPX-oeZX>%5U?XJT`z|Bvbx(`!! z0P{`2ZS(P?4)IrjUwaM_s->mH8}i7}Gf&G(RGMYcAL+W%o1FOPhoNsq;sMjU%hgpD z?foW^W7+on1o%U{yJO$}k~|fXqER=(KW4oa>z0SsPCyCZ=+VLbb?5%e5ArauVW{bT zbxqB(FoC_~LWCvxh7AAM`b1v>>@=?UW9S=>P5R+q5RSU{wIXzJo&cYq-~*c7Cc4(c z$>;UfH{H4VAABHKkVA2WAWU9IZCybaX=mq*;$P6oOgp!1arpcaQsmTDsCEF!|8v&^ zaMYxm?FXkdHa2z#I4sTlg0j~9vV+gl(6|7t2Gd>r|l-{+5|Dqj#)zww!sA9nq&xElD?WM7}&PK)P&^ahnHEsxtzjrPB|Pydd{ zy;Vy{i$or!L80dunsX7)jpx68GeP-ZI|n`mzBuFQpZ@WF18H-RKg7Og%+;hyS@uT1 zmm?h0>=LHmj@7}73VO zGuipia6{~ZrU9j<$V`);nUd={EekW?ss3#1;TNAJIT%UONjv%KLWg4EHt8~~8zD|sI=X5=Wj30Qds4swlCnD#$6D!7AwGI3`v$8swc3v#fv2IA_Yb3!NBA z%eVg0<{at=84 zCGvgH&mgaF8ti7bNB>0GW@FI%wD2QZ=Cr7jVgLOYhywv!B0g5wF(0TKag(f*5`Xy7 zz$?*0UTA=5eKy#AL2t&={cOo;7Z*RZ_}Zfh+n+<=EPT?A7K~Y0%k2NSfM)rX8G6Zw zyFdTXysHTfa#g-wqV`T^np>C9sC}O*6e+#8I!>e=awFI*i@c2G^W9l}he7;-293Gy z{aP-qHUIDS%ZU0;nAb7?xn}b>mRG5;Wc)41vWGcG=S})teX!ja&$|ySIq2b)Ir?g9 zFBk9kx0{(dOZFw;Vt;>s5msfOR$X+Z1t+c;w1w;>efc~jn2C@>@;h`2a7?1F7;84pkBs|Zo` zS03)}q`v?av1ZezeY(AUeWCsRc6zzajF6Zj!u>8>;9a+l1~qsKJ|VsxeGOy|QYuJM z6iGRrD-AqnBOm}9F>HTUL+N3AqI ziG4b7d+ztYy6d6gFI8lQj%{3C6?vPd28IIJ=g*(Fz)v!Nvj-0!4%c3Q7@VVshWux) zZ#<%zc!2-=v!v~F@;9~prff!twmx&!2|iV9AK}%d3J^k3Enf+ApLl*Gd<`Lmu8QMzSIjBXs!XWG4aSNfjtVG z)-^c}=|T(?qWf^oZulB9{=4XeKcwoRGP`9ld`M{Jr>7R@OZ=EhK>Q$AE9&U10t*X! zM1KX37q5s2BXQ1Rv*Y%4e%51Wih$kmho|bB+fVFSqWXhhVdmn}`&rM|eKj(Y-oU_M z+u1=HP>EHMEYig(+H2M#d0I_Ziq`Q|;T;tUo?c>^u!~#NAzfM#Vl0 zMc;n|n62pgoGn4V54-9F*szbVi8%lKsMRu*^v!L#xR_1T4X=Oe3FDZ)Xin%A9<3NC-Y`X41uy0 zp*-+YUPV?Ue*%von|W~Fr!7vW#X@*48X6jwtlLn3W;<@#_G25g{cK2oa5(uU@#g*h zS*QNHk8HFp301nI?!`LPZzG$O7;cMrZ>CkLO6j3PC1uzMUPNI3?V##v z&8(c9SRk@UF=JXuj^L+Dt%{tvww+-nK8GDUD2VlNkz^WhH$ETrxk5AXD z8qb8qb5mW4K`2=KmazTu#VG&Pd1oCQdq1-Sm!}O^KZqoC6`Pn1sIv?PYIKWWy6A|U z)&2U`7AA1Q{Dh@jv3?)%jF~qVY)2vxNXDeWD(j{^_U^jm5_p!bfUZX#1R-^dPuP`; zC^PUpg@T;w7B-u)IR^IUlI7XAI{@n_AxuL&=I5sm_ZZ-l)|JX%$^w+Dg~y}4ap zNKa7;W#l3j&G_ZD4Kf}Rl7Ji+&~VN61%=--Lloks@|@R1gAhT%YWOCeKWx zDElrD`wEDfb}5%Xlfo3Ul;!)%(JXRPVFQfp;-wE>jFryDT=#-WRDg%rd_cOlc6Q!R z{|vVi{1sKvCUV7cqNli>+EW=^>g;)`yy z!!2k$(_?mKQWUnxAiTBhYp6mwW|#(`ca=0Wuwx%0-=2eA4?ed=A08e$4>uzUJV0?Z zgc8bUCUR#JaFrtW=oJupBjlIiNkq|Ri`sR01Ld6X8&CuHI+0-z7})yp!QCEuy<`U~ z$ja*4#-+dnhe;4FNR@;Ty}V`@%AIvx>bKQ?=A|ODl{rBiQVd|)Agw97%?b5lpToI(`XNXn{_&08P|FD=oWfz#|T$2N^dO2 z6lB~+gv*22&wG1QmT+&=(M9i~pmD{@qdT2DNgcE#y7R?=X~?)MbL6dxCP3RUkY)g6 zZ(!8=>~GB=u+bH*96N&-lMjNb(}EOc%DxMX#2uKMJthZ%F5R2QuKscb_0o^(&3H2YBn30y~n175=gPx(SCL z!G)+uQbo>!1w*#EQ`6G~@O~G5q@OPfB9-2IlHx`Rlo6>wjhUj9JD~4~@Q5;f9*-!U z_NRZM{c$ui@OXAMdhXmwtstj+2@Fu)$S13;(_d*vdcSO3{f16wLB>zyN}_3?irqU2 zvjXC^1j(1kR1KZYmXB*hgW}@WvI^@^jvP6naZ~bza0+p;xc>Ta0`!>dE0>;6WeQEw zJ6M#-_qAZEfux%`Q*L147qp zdw!vfFVW6E1xg9TksUIKMKqEYQA#I|C{!6`TaL3f<1rhz<@JJ6?EDo#feQ zX=qx2Y)S#XsB{!(-pGE4SvZWDK;eT4K@Ay&r@qM6)YNDJJMn-Z5)Cje4_bziw=yhC zdcMGQ;`rY^JTk%x>?7I)6>%a0&_7wirB|<}vGLgFrxsyn(6ywZxsS!nO=MJ*aPrVd zqirBSNgKMoGUVGpn@>-dVQx+7y4uN0PadqYe+yUG>%wF?fPw!Bq0rPT9We?81H zeZx@$@C~okGg5am7!k-xuzO~KVj2KsXoD_ZiZbuNLO|nk-3i8zA;5W;&@C@}8?|*U zHFM$Ap!xu4u-c#>2``$|ob8vJ6U3ye{mSgd$sp;f(+&u14rrN`c$;$z!xp-?xty)lh_X;lfKu3r1)`O83i; zD|PPL4qWoHF>`-k^E5U>V61tLo`UC;4&>%l! zk6|3`XZbH zgwDu~G6X+>AmK_dhf_nnc3y-@+tvWvX`BipN>nSNah!W2(&6&u%QxFLZ42VuvQO9Z z*N;QmDf+7kgvB0Fx6hit;xyjIwG(iHV-WLg<`ke8Nmy{>UtGc-JEU`6=uq{O6T9%; z1s7EI%)MouC@vI(1hmg|qixS>Xe^=JF@19r2-mTo;=GSf|M2&N4oqb54L_>k7#NwH zm}rCYH6G3*>qrmpJbd!5F%i+xgjxFME4Ns_rzfqybMNO3B5uQ7%QCDRs3|~|`Awbp z{6(0UG!(qNE`{oyYD;z`KYk)c{u5CEj5BI(i>N7YGSdh!g7J{*OTmNlA5taqkAGrU` z&n=q|kE6G(L%Xa(MJrufH?jj&MC}(2H-++`CQ9%#1-BgA+Lie2CWeqHV#rK(i|hi%LKjt>3?2 z!punvmUq1F?C2MlnzWPZ{;@hq1DTc|7!azicRO!(Z@(UfULH4q35JzfO(^TU^gb{2 zx1jOIRL;9xh3bMjKsk*O*NaI8h1|e=-j5z_#ML*Xo9*R(vOPg-(hJoVL`=SC5G~$jyEMSUNe^#E@s7KIRoUNEtZ@ZSuRB< zhIw`3qh!tM#SPgJUK>+3m=hG0G<7q5oZvXt-%12j(nC%GsEwgCU4a)K?`#_z_$u2S zf+cq7cwG!pH4t56ED8#l1B3h^l01aXGyJn*1!VCeTngqK-oi=C;EQxn~CW z686VbL8mdPD6U<=%a^8%zD8OX#&1v}AUN(;zKy|1{LWpwQXM+?$;fPLK7{PehUJj3 z{M~N?eNj<3rLBulFHYHg!S(OFTRGmFi7GdSRw8hlsdzGYIj{$;ws`}zrd3fJL_(qM zqK~ahI!Xi;>dLKdUqRfI0{#-9h5x=e15*{zHps;gxfYj<4y(jQbvEY4F8#~`uUoHp&>7}9|p<7av-j!rKgKw_z9!W2XuR(pgE*2Uv`u_lsxc{ za3YYS1u(YM<(oNxuf?`kx&NZRR{EQ-m~(#Y<411+AH=X9u#p#GhY&g-$ML(5*Ub2C zT{9wY`}=!io@Lwi?Zoim4irQ2hG-9NpO|^ZGx9wqouLq5I6Ya_Slp4}Nx{2#n2)NH zk8L3xF`4QK3|x$s?*d$4Io0(rZzLur>Og>k0?bP8n5dvNgn zQdq}Z5$;fjTQDN=;b_X8QAwCMU>hnWE=uS&q<_PvDh4SQ#PR6v!3^9hF-3mwgr_bD z(;66jwmW^AOyUu(brw^9vTx-;_`42wk)VSI_zvL77&OWuo7t|KI5+`(a5dD_)crNP zdDh6uH9ipQest32P4CCl1+e78POl8W@&tB$>dckM>yS>UDG2LL`Gwh-$O3VOc?%}2 z5>inK>6uCOPQoxQQq2Vr^n}R)^VjtycgqY`n!18qt|a_slzs@;-QO~0Qdu*lhc}oP zJ~Jv~z|bEZg_uXa=j){!`3_GZWyAqjqb2h}Wd>~lyES)oeRa8e$7^<=+{G|A5w+Tz zY5_)I`kx!G=bJ3Yj;p*tOrPWg3Md|BvO*v3?ODMk=ez_PNgmtO)Nz;LA{-vE3;Jh2 zoE|5-s_%~B@=`&3kjV`o13F65vCO4ddnM!n;=v;m3uN~Fz`=u56jYc8$1*pCiyGXv zo!odh>2iS##a@2+mhsZxWC%o_v6k~pPw+OPH6vk`cgA?>w+vyvtmVg#0JPY==&gZV zYa_Oyw^BiFCEed|`3v()`mW#kmtZooT0#O9Rm}dIYLZ?yVJyhhE9g~V7CZ1##>jrP zIi!Za3>OK+=wr8a94u|MUn!a}!V~2eh@U9=q{SqYoFMqKz+NL!T*69lW5+4G_Tg!U zpj{@GYhuZ4I@`H=36DG%F01aSC`L^QYmZ!-dh!+P6sAbYnpHnKf>EV+`&IJq)m}O$OXd5>9)=CO3KQuNTWJw zCW}0$e;pxPkL=QY=`I+cA?_s13<2J4By?2NRtJ?%jbOIZy`Q%NV=X05;`f^#ALoSP zQ38z2C|}XsY%tMg_VLMy+DW;SFIl30>3jS-L>?&TmQ$r11XvHaFMpO6E{k&DvCuB7Br(-dz|Z26LtzC1Dma1}2x!whxxA zWmNu9gf}{V0Z|wLGlPn)8@hTv%4sySwDs&#me+JZ7gJ{r{i-(zq?G=agMjGyWaZ=n z(He(^`}+D`LLv1Hu|ii9TcF^8m#|U!gVDGgzL1VC(1(|>>>rM1A}(ShA|fJh-qdZe z%FfLVgaT2OnFo*(i#dWbn0AbAM`>dH^7(Tqv=`Q_<8W`N?A{&7;JfpoFJ^2>%Qjxl z&dvSUg%jiUZO3f$`KR;DYxrtjyx2p->+0qfSU5BB22D@X3y%pd`Hv%Me3-{F}-|Fh?6Mgu>601Id6=EZe8-P+*P%fnB zaZ4>8k7wY1gmbd8{6YF%3y;5lKM+2jHveU789wXp-04$1syL~OQvL3zJhmsf(odOX zrKSFqQqh93oo4yaumT~cwq01Xf`O|9f{7BPO|)>zC_`uQL&jYLou;onUsV@KNl6_d zeIuCb$LWwL1Cdya5YO=^KSe5xwJeBss!uwK&KIr8@s?Ho{==ZnYG{l@bG~Q+vX5p zlvubp-C)?#6ISluF}Z8#w5`C(LZ zC9)9Vt}*x%mwrl7Dq=E~96LbL41Da&&@Mr&l4JpYRvFx31K(b(AiV_I4P~fNIPc^@ z%PM0dqsv#WoC9X=7Pf`&&FB32q2yU24+BABv=`=XZ_quSQvW#hJ0_wTPiI|WW*4B7f#mcuN!^Y_|?CO3GEL1`Oab#yJ)VtRTv=IJ1b&Q)0?g*i zOTTKfq4&O@;1e(hbm7JN2?^=L2kS11O^WOSQ1t=kHAD)K?F$7n2zrB@cJTc*B{{Ef zS4#c}2Lkd5b{$`6w7)-`8&?+HyLYbz)vJuCBj5$Mc}%b%Whz4l^^UUoIOO?2LWS^) z7``ErRhCO1w>)Bs%qHLWcncpwNJvPng8J*on9G+nyG}9?i39cB4*gu-#E(Y=jB&t} zia6QRJvK2B3!;LIT;CHFKAfa;4(O8blBU5_I||-4If%aU$Z^)%<~g+r9N~DlRbRPg zwX^8)oC}ai$@xU2NrRWPI&L=;v4Ic=5m^6tCs_BAU5){iRla=b1J`ktJuJC6nu8I= z31e|$XfXX!3MLo;A_#Ct3iCnUCF0*I1yA>L!52rI7Q4Pz#x) zMPYV4RC52069r(7@`kG9$Y?x>M}JggqMmo5<`kIb$rQ{?SP_UzDlD=DL19Pq&o0ES zTS)o-ei&Rt_ta8L(QFE@)J6E!rGHFscnA)?^H>L{$g87k`ZAtHIGAUy=HX$|Vgbh; zAv%L^xH&cAUS4YXU%VHzX6cM(*zvdZ}xpI8V0 zkaOu}$!P*K6?5#;gla@QFKF2pA3V%TSrAl-5D@;OgI;ed}R$g9THm5n?%>@Nm;Xp6Re1rq-v%(0#g37a@3=c)Ev_VFpSJ>sZ^!t}S z9U}wn&!4I*BB#UUKTV85D6P&qZJgizO}=D7WuhMp&Z-KJw1p7QW4@ybN+!*}Ti6{S z|9)}*io)>?M5_an!S?ZeyAzHV$lvYr?0$@8C_Nnwjq0rJ1{6dUM@LD}(}4(0mK>t= zlEX*9AmK?hA;{p0I79@PgJ_~H zt*z(4k+S6klZhn|=oI^#$`l#9777Z~IuG*?IcV`W>F3e&-XBm?S4Y|Aq)}IGJFM`jRf3t ze6ORPs7;Pp8N)kqK9?^DiuT-mz4n*asqR#F59d052j^u#oV-whF*34%q-J1`?&AuO z1c_D-;MoG-4+I2q%E=hA4~EVUw^*UTF2>0d6=(#=IT$3iU>V1O17*a$h-aa+dv{5F zJsUY;1Plzw%{=$icJK-kM7sx2-leO{0W#wp4tXN#Frkd0-tZ?M12sx62p{DOizx)T zew5QTbO99rfhw(XiGIq9Zc`ctw}@oah{A@o+3faf=M>OPfI$ z{U$3wWr5r}k6SYa!8E>4xwkHvlVp7uiejPjWyVgI2ebh zM;y=KlRBj;@vL(?!sW0>Ptx0onfBW^bma~@H#Izj7Ey-%5{Ne-=;L&7##Snk(xG{- zg=!Cx`2Y^td)C$2xn6eb)=S`*+i)a_KzVt22j?gpQ}^oYwuE^>f2na2Bc`Hi zzI-`OBqGecX%FBKsA`;_gfK3He&G-DkvTdlsuW%rvi_1koQU?OqO5!gsc_u%rh?Z@ z9_GDVh>+!IZ@(N8RVkns=d&+>tN}6ZgO_x05&==9gmJvlN6fekV7#+3^Azk{Di)kC>C;Q zM4u|0oykRG{mMPP_ieP?ktK^3EsKthE(1ylL~wnOdzW)}R1zmz;;_Ix9Z+wimk0_9 zV#%~_;KM z9qz+jSE@#!39c`IQfh=T7;NX=#5G}rezTNcJ-jPv6oCH{9w;lh9Bhw39?!AgGzj+m zG|+y>u_MiHkKYoN4-kTgSA3KW&OKKA>(+H8rSzRziFyHYWCbRd*5#ltM7v{zV|QfC zt9gOh!xk2JYMFi6B2X9m{$jzjj(&M>X2Hadjbf6L+K^)SDACP*K%D-7mn%IyJcwx{ z74wotc)Ct)b>;5x3q$ejjl~or5xhpa>-PtRhKkw+DJfl~kJTv}KLhmPO#F*5K9nM7 ziEL-#OOrsLle42h0&Ct=&-3?Zcz$$regejtJ_Q9pND;H19Ki`iPF!4BRz%Z@Wve)d z*Qi|{VR_>NE-p?r%;>j-&|a>h5Q+^+j%>>Enw7VF|KJ?KqVP;*4nOg)RKbw*{v5xY zHH2pj3p=+}WX33$`{#emhP}Oj{K1(I&aTEzPgbP9d?E z!=-f^$0}g{5mKMp?kOBF1)b6#dgZKhsa4X>OWCngG` zoHVbc;_tiS4-~_?0Rv@Ms#OFgv0-lAiDRK)K}4rz`7Eb8wNwA`fkbqCWcnBCD~`=Y=UO8!zWglv%iYA1$(C)UHrd3=dJv{Z$%}0rB_JbVwH>d+ zc^=F(#fG;BJ9Z^%|9E4dD0X8l&%)#s(FC8t6AuK2%CDifgmaplJO!j9t}bt%k^=iN z1Ophb@#U(0=cSk8c(n85f`S4)(je*L8z(kgf9Y5*Eu$kFWw6SXxHwZW)gE5Eba ztw|U6oqQNKstD&Xh74c(2?mgkM*ic>%BAr|(H?z+X~ zQMd(aBeU|dlP|Ab$yoE-z*jJ;bxYki+-kHvJ0e0!V z^W#YH+-TSN+nZVECZ7egSV&(5nDgT^YyHjt8$88eMI3ZS+1+(-Rv*OSp2ULT`5s3q z&!(W#z}Y+=(xian6q~g?TgKU_k7dxDC|^QH??a1fz8m|U4CO&g&96>sh!q4gzJSEB zlhcQBLo;DK)!|`BtUAzf*K};`=1)vXWx;ro&pw_8W?|j96p16O6H^OtK~jUFS$JFA z_@zuF)4Lf@mM!ENy~mI+PUZBi+o3Odm8qx7VA3u5@FVOu;J-y?W}R#yYq5qeFNql= z&t5C&qO!la`kAhXRFm?d_cA#CqJX!?vqAg4%o3Y)!P6!tCPkP#0ooL|l85$zV?Y+! z+V(9kTyY*IBZy#B6jUcHCP9W|iBp@Gys|z$$QQ%lM~y7iZ^-2)7W+ z2$L|TZ&O+h&d%XgOZV*GFFGK=LjlrnL1F%Ijek&UIplU<*j6wjl6DWmM_=DtrZMLL zavUs9Uc#8)Vs<%aVb8HvI^km(ONdL5j>nx0yte}GZ0bL|R%PlufE=-7k&%9!R(1)# zL~=@oN@2$5o2!mll)ql-H==r^>77TC$Wr6YA)WRWceRBUC!fm;;Pe}L{}>&^cYo(S zTL9gcV_iVZ?8XRt6+f4-%&iz;C_6ov{*)M(2b2twOFo%hllsM8dwF!Z4UaHop<_y z_CsnbUeSZ4ck`t+IH8<5UuiygFscKI>)u)Fr}cGg?c1fwEP5Ln8V;OK$q#=l*k^J2 zrh77)i@?tF!uOvPE-+~%2j5=)Y~_ulOLQMhmj>%MH;lWOm@ZYmF4WwXoS7Eij!t72 z@FnSTiOm4|W%Z2j?g{?sDaw<1`?Pe7qV36!7f9}q$Tep-4G32jgLeDvE^zgt*wwW0>LC?uI z>@K|zm{&y(1&8dsTSQh502K_Rwr$*7fsU=^16*G#i)C)Vldkx*r=Lc#`bH9?U|zOl z{RJm%XO%6J9XFqB>RZL&8oKwxH!~9x)d*&maHbxmfb7D7`lb&`Zl)JT&Yndg{QhgO zs@C=tEL%JA7O6-jpg39jo+FGQ5h2&lr#v1kf8{rRH|JlWGWI8%1o(9 zhKeF0Ly{7a6ot$~W`zti5;b-1l|;hVwk8(_MuV zVTCQ1SB&{Ln=SkMkP@wykF{LevmHS~$rmbC{~H%Xq1*i}%i2G0XZ9D4yu44P@|~V7 zU<|7KN#qFWm!*6}Sa*^XULYOkWF-(tktvSh>~u}(wK2%Fr2&X5|9VJAf{Oe%$SXr~Pwxi+{81*po|A?)j}n zHo`zo#AR=0p{FL7MMU>jAQHL169o%2IS1lw7ijxSeV2zD;d5uF$n@zac3pVm>o)|x zmbo69*h%#5;lqb>99g%f87+Q+H!*M}@Ox@e8Xq4I zwr?rXXG24E;}49QyOzRzOJbehK4qWA7H#~d$WCiO5eprXU$_b&oDS~_+;V#4S}&?C zrvW9I{Cw$`9tIcQKNcDsZLZ#z2d%Iu)GUfKxsxw$i$0JXg=_4u-F(rKCCKVXk`4Tn zB)=^4)*-=6tK|c|`d@wHqU$pj$V{$w_H4w2S0fRrLr3IJZL3{gL4mi?#ikX1AMiH;;w(`VfB*~|@XzDR z+qa-79k47zz+do={e9~}lQk9tPorxs2-qO?HOkh*?+dvv*>%+zZngSh$H=(B8Qs;1 z+k5=B-a3vSg$}f1*;l)Jj(^fVgFhK6_^WM3hRxrt_B}b0cu3TC$lfT~)B-uk@%6pw zl`c9FlxChLfrpFSA<<0pW!OhqXpgBC&2itX^C-l3=@#y$r+G~Hp19%3zf0l8x3vA0 z{YC!BCMj_oEo1IKLs#{qLUez%So=`KafTP*^KZlI6Ramx2J$RA=B!`!MlSI-x}=fHZSIN2~t!xKgeL+(vC_3+gr5I7L3Zo|ktr-;GqjiGY5Ug60VZD}@Wo8xgM zY)JncZgWJI?`qzl_3YH6w;U)li8BX3R)njXU1l7FJ(@zXkt}B&?wI{zAnk`*Osbo7 zHz0F!D8pqgf`{OPF1`5o0J&@B6+C!n8}JF>E3*+?0@URYJOA~7;qGiHYkjptj~s+% zX7(cTCiRi1=oWbysk43sur!NyJiXs3o486h02R2)ki(Dv5=jK zEi~TXZikx1``O^qr9R4Y1FCCe#y=LfH0@^ixt`cz2Vqtpr{vi;^B4d4H=P?HPv^}J zuN>Rcgw@EhK-{}5I4HkToT)KoYqUDsnjJe{dxMQ!3N1f_fln#|Spe)$NKd}reJf&0IX!j*{v zH2Y^C@@+^=JnoFfp#TWe85nr^Jgm!89*(aWCaX8(70?wRe)G=2ApVmWh}KRxTU#%H zesLKzLLgh}Owp=6d*rM)B(TZM*P&6;T~SdH>VWGvm)5YY+Yrci!__GH$pyX^l?X0` zkv0Lm90Udzr*&&1SQb}BcLBeU5S6E%f6kt6ZeYeI>qH|muG|F;<2)=f!kzG`X9Z}? z2B83x#FU*p46nPNzeX zOl9a+^SV!k@;R8PoDWVJV7q{Vl;Y_yCjxIvU0CG9Jv6Gu|7x$cL#4JsNpR&e3Wq=! zoC@T6H|Jc&Pe9DEfW+V#z6IShKYA;D7k&k&hi@(+AR!RI13#|yf@Pj=SD&3!ANdin zKtqK^VL9h2bnOC>u=xo|9faT-MqTtXdr6JV-u`($W0q!`v08 zi_fB@;xDm(;H&1kz{xJ$)P4(2R@?ZvfxiNh+i|6=u%~86D(VgYx#k}dpx66$d z8ArsM2D0l&ECxiNpuV09Kdu;Uz&~B70%|b*KX|ZGM&^Bo{ajsrRAdM>*l`&w3Rgq2 z!8PEsdM;uNFBo?r4Q;9`5ZkXa$!2w+Zjw^apVhuF2i~C$fe|T@^3mMo zm;c{y>yLIxXH+}qaO;WORX8%;aiz$N>raHcACw&@vMVS1sa==#DBGzalotM^h69U3 zrsY8ry8|qyBrS5~Y|u-)Uur6QWwgO7({i6?0Fol^DZA6e0-&w_&^4^P#Y(yjkaUFX z0fB-+N22Wu_im!0Pc zHJT`%3ADozkN6BPfG-`uZWvxD`9WC#O~UQmS}*>5FjCoF0B__9?BnntGP=4f05Fhv z2w)>cC@H&7dz}U-(l*jBQ+9XBX-?J#qlkqB!cYRz3-nSX(UofBOaIsi z%_7&gh9_)*`N2D8*U0&kAqw3LB|VJ`gZ_mhq!7F^lVa{WLYw#@;{qPr-rpYxsH?j< zbQVg;SG7nR!d*j8L`O#lCYhirg}FaoJg1B_z~T9DqLKa;sq91UOOBs5=!qM6Hw~r? z6?&^GNO1BNfRm*(O0?jYZK}DQzIjMls$56qMO-u3OGUgh2j$a-If_eVtVBC%<3Ppzt(MjM6IKau> zKd*?*5Vn;AJrKHd-YkR665|aBm^v>Au_(Atog1d9I0E7gwya;zhNd6Q<7yXA=WS!s zGk}S<$L!~xtniCPX)!51gSNysmSxSFgq20ON|7C5Aja+IHeT9%iC3D#TJR&M*+lph zbQx?E(}92(rKz#pKkxOrA)_k6qL&0bMd&pio?Dr=VX=jV-v1rTb{3;q7_`R-G1 zfK&$nzBifrJ*fNYoVe)TyT15-lrhUVJ7Wm7$Kvz-pYkAI^aqYg$GdM}U@$W z&V-Vw)v0qquUccKeYYfp21NeVF?YUucPQPqjkIti2L&BVwB+%&9Cs(&Qfwuy5HF2D zXGtcrk-1nDB2OVbdky(A#j+E@yiaBN(8T1A?r!Gg-QHtB6Qxc!Nz$7{L>v({xK&{a zHvHV@7wbzrv1Xtk;r#;A7GCr~!2MOd=*KSIpXFd#5xJF*778V4Kp{j>9}ErKL4A<~ z5LFkukODV;Q3ETHX`8|jH$-;uXwwG-m_eu`8J+NQNw|waGZk#PJ{eW-8mIMdmIxN4 zIwaQ3ZEkH6oj%q-e0JyC2G8_#^E11@FH19;kT=`TA{?(&_sVA4YeG)y_0QS5#Y0GJ z!WNdo>?6vD0Z~!=Dr)rnX=vd{rbtI$VR13h%m^0R4!JoFr1)Qet$lFC7=yVYnIFtv zUd9DiR>0AXhR%;{TQtBq%3rURFjT0lzj0e zI7#QA0HdtQTIVXH;MO26frPO1itr6#?Ol&=5{vvPh8J;PsPRbVN#0^KIUUdgt3jnj z!docK4xfye7;WBG_2n9b?|Jxy=xLQtC29pa-jIOK zl4hyQIl5c$vaz82P%$>>^{6Pr`&Re0fvcRp$ahuE^>HRh1d~ef{QyjWq99jbT=FZ6 zlVOpP2;{TCFcGBiPq;zOLpyX3*!mC%WuH+_*94>-kjGCxQ(!9HRznx=O3WkN9;7I< zk^8S(yOz5Da5XE1i0d+xud^7~nm*)eW8>Rc2o*JH-Wc*+yw(_}1nTgHz%-OHG#G;b zMu<{58T38Z9eU^mdlf8BLI(~`B8EaMC85@WmLIWMK(~wdjNF)zr9oSoo+k-;NY_+1 z0VRxnY6qC-r&YDdP+6GZiXpa^;)B-O;$>-KZ;{@^ZS=!Qr-_lZ%9GzWlgwLX>ZkX} z6fjOmgdWvsctSW&q8>QHyx`zk#-J5MmJXP6YxQ0L_E!kFqW^^UC9ur}Zn(AnBVku- z@8IR-y*+TK179HyhnPZh56DQ&w;+9?C3^@mO4={o*+f1mQ+U_I*dV>1l5xla2r-~~@`Z~T3DfRT z&{83rLe3&0&n=-*<0@FH~Zgm)3Lk7q+>V%5Oc!N4g{Du0J;W_P+qtepHDBP<2cF z-8C5N6#xT~z}=8){SGnq&e9l(!2DB$*xiVXw7yyY3CsmL0zd<-cLR);9gO^%9C_v) zs^gjuzlS%yH)qC;i4M~H@#DuMbNy1$eZqkU0C+rqoDsFJJmJu~Uxv@_;gUuHCWKeH z<+t&HnEl5g(#3PKziMdv0mV+_J!o8j;5Y;-BJzOpj}#Iv*kZGQ#oB@10jBT!o{%I| zY_a-97IEmM$n=-hSq1qpJt6u5l6=UZ16r?Sr^RP3J)o>5_1m`7YN=y`yWC7np5u$L#_S!d zZ5;0AIdXEyTMWs;3MOg)blk$p+OIWLJZf@vE zm;n>dLkAbEeBIf}2_ZAfSFG6XviH`yjc3jYd+R+@9BlV#j6Sg7g1*p2%^-!&&v{j6 z9HtijXx^G%whK|K>t@Z0^89&FjGK}rPgI1h5Yjf=eB0Yju|zKFS^Qrtq@%+mt^U*V z<~gi6Yux(f2+&2p@$Ssh@PM{3Ilpzbf($I&w*7)&H=DFQTCIkLtBR2&%uaNWe!*+l zAm(5T05b}%ER+CB`Nd~+ga0SgzK$N}&YmTOJy?Jt@qK&u-u4I#3M#?5!!EoU_jI>( z8+Q9H&9{6wEK&4>i}?&mxD(FAcnKL?$fRVUaWqtg<7jG!-~@=j=}=dhghMe41EP$+ zDZ#($xCK!*dUz>}H#o7F7+9dyF9LJSo#`SaYA(>D*A?Ca(?Ku^CXnb^d`Mf32Mi>K z8fby(_-YCqfPC{fG6j%R&V=%RIm;}VMoj9t9B*tqpOC+=U3M(%LEQ^mBNCp{iFJST z)wA_8fnTCT*h)VPKy76>A=FSl`HF=ia3!WDjVnem!-Xz+zN~wYe96&pARM2@xLWFd zO@VHwWZt0wsR55Cl2A1(3~RNSItRc;35^dWHPHJf0}VyOp{yHzVr8)`(f!Z!#?)@* zPO%g;tv$y)j*I179Q}7Oaf_~4k=GGCoQm;G5KFuNUZ(6O=Q8^JD$JHz2`#S>Q30rc zY#OytMAIxHB=DhF->IEF+o)|I=76}ysZ-+8Hd8W?fM5Im{qC%{<%`b@-Cz8pSw#(2 zIGkeCo{pEQnIK>M%3iHa6 z(i<a5FbF_#aqX<{YLoFdMhm*o01jCXV|T*VCiOe~WB0$JJl$^Z#GD_NDMpb>t{GKB zP^Ru`e95~Cj(@DvBB(m0P{3I_1FXg7KF~9KwQJ|XIaCmk@HhvhzFUx$X9*-S4&e$Q z0w9!h3oX`Hg%f^1Vjr=RcMo(zpTh9McFzOfhd=fG_)SNs9bE2>t@M0#Efz62gutLq zf>nkY4xW8BS1oTd2ZC{6z4f9<-xRl;yV(UBVEe_mC*bEKehOI6+7?TM2` zA(I6saAHs#3h`)U>;W7xh#G+`ozR8%|v zmi{#kKf;IeTt~nEc&Pt;9qM+npPAswL8Nc=2vhyxaDFR)k%8xr8w4~B{Y8AF?6@7K zHy!^d=O0EyS>rC5Bihv?-n_@X(h*HN+Fmkz&g>v?|Fxmg*Fvyk-L+-`Neg(hYhlBM=WRY z_4R!NIk^$|7FMWl=3O5)u7T&1B!Yc^Ac|5Kcp>KZ(se9Zx&c^4?;pt1<}UB%-3>ld z_t}Yns^K6(d6Rd0Mj@4(=jB#y^y=J`R;S^;9FRfEqJubc@(zNxG{@4P-#)(-g`V1t zjpi$EM&O=^!6irR&w&F69E9ule!l&JsRinJTwlZ5KTpi3502|P0Djf%$zAXuNA6xd zFm)V~pR{*1lqq2fUjfzMAV+-wuJjmG*C?l9N*TioQa$=MK$6}~3gcVn?)3Co@Z;d~ zl#}1GD5r?z?&PWHb$(EYaQ=`n?=f8ARL7$x;RaK6UDSe>5GuHNfG8n6nGNvz4Ibkn zI1he!;o9@r8~M?+Eobh-Lu*;Kt^bsHkoRDM#_r7nDY$Ehvjok6c=qJM5JSPV2mximf2lxA>48 z>!~68AhlN;uW!!NfkbRDk9k>F#Pxk~wa4LPdg;)6vsL6s5oXruY~IB89#4~|k0E7t z7P)XJwGP!Lc1SzKmW7Z3(hva4Sy|9d80TM_PYQUnu9$!N@L4uqA1Pv-zTEnoj|Ef{ z`-n_HWIN`53v>WhvrQPw3*KTDqK+Dy6_+mN;ko>x)rF0^0*qtBf6fLtmj((WU_%ns z>}9eKkUkuc3R#;FcgIC(>bR~cPbhA03x(U0R1wqIC_av=T0oldW8SW)GpPF~!8vZb zVw}H7yP0xJxON4jfl*hZh1re*m9R3PIk2u$f_IpTr!uY|Z`_24gJ56~N}SHgIZd0v z%k}nJ_8RYJqMid87@U;C1)S>s7km~?6vrgL1#~R3Zk<-RK{l*-{BmcaYg3Gq1!#?8 zxn4#K)d2{Fniw!E3(+~#oD~|+L>g6u0u))-jR7SR4QnLsjR@ z_(@T(!)MM1<^ODVWOTWyHKG!xW`@jEz<_FTkMIdR%a%61>|6_(28A=}AjGJ5=R=v| z8xb3V9nCHU)H$k-S_SQVA^;gyBjwz zEeI1;8I$w6tDy`@CUvtY6KQY?nc-l~&&LgT4e)RW&S=cty-{ZSF2{eM}^SkoGa*x=pI4aPEJ(FkB|b*4Gn&f+cI`kb_^(Khy%o1 zr$k4rL`mo!BYy#=q+Lla4p?5dL10EiCiov?Xk^KhA-X4wfqZ*>0>bsO7A)&ch%8WT zo8no;iSvaf@C~`gtYMi2MDHT~XP|MzWUP2;3z0+)Ew1{hoBynP&o*ta&L0y6C~^T9 z95?0G0!$->9XeMUfQDVpIJ@_jQO4;dw8cmcLm)daIUT4?p*pVU>fCf?bWb`UpH7sJ zvM*cFmipqnCR05qnH_kDshBVoIc|h5i6%f&vX+R3{~L6MG!+)L!16rru^2eac<+~Faxmc(0L<~E0}*}K^rA$9q5Fj z&lfNtxx{yNX1q9&w7lpl)MM?ay2*G7!NL3D81oDfX$^AIbacpx=DL|Go5h211~F-@3`VjQY^HBo8PQ zQKfB%KXjyZ{5UXhLe}9iF+LNkVr3jCKsN#8rV9lG!fnqU6}Mg%9ujis^Cv~cSR>W5 zp1;ZJf-NTr0(X_D=t^Z};nvnxbenJJPzC_YF7%PP%{?LS)_N^=ff1uaDIQ#8D!Rl{%_Us$B%En?d!{~wR7hibTowOBCn`#&(B@A^E7hjaF4XNm6T{IOwVHg zQe$QSyw|wQI{)R_c*SoG)0`QnE$2Yo;?Cj;d~y(uP^hj2uu3*Mi0(Xk%A{+dCU#s< zm$zM)XsFyCyYN?|ELqE0fIn^=(%oYhik%0$Ce(DxBL(zA#@=y<3Ux*4; zef@0MMBp4V1LEctx4oRZawZh`9qrAa%sm$~2I`~$+3=th*nm#rE-m>7k{ z3dd1Hldm}0Fq>waZ!pRc1ZE00?XClBuJUNB|CbZxa(G7=4mQoFkhLa3?)2(qw|$}f zj0OG0Sbj~eLdrN&>TeyK817~*Sp3N)<>}vkdcr0fs1D%2fLUv-q}78{vRk57<4LzP z+(`J*oshkrscq?G;s0pMVvY7(3C!S5xVq%uZf?G2$w^Rna?HprP-I^^x(p|%LAQ4& z&}zu}o?xb{tZDTf1rEGDESESK%r!i(hnoJ!+~ZV7!;IwzxccKU;%%Rd4HX-I6E%7q zeRN>SQlC`zq8sOBJ#c8lbD!7Pc;w_V^p4gxe3EUXC+}?51uP*-HEJk_gz>SnL=Cf5|RE>}|2lw4K|7(@H9QK7V zNIgS>YTUlZx2yz7Y4#Qwh*<5wp0%JrnvA%amFs4#Ia>Ll%ZlfmS?(&ExnYx~Ip+?4 z`qWt}i7N-uM7wFk9OeU1KK&aV?h0eyNUm& zCd!O(R~vV#m0}E84n2qCCjJhI!Ao86<5nEpB83xN(`7=L0gL7>RyRYK@zC9%vnf9D z{f`tFbWM(fB{7ja5E)7Xvbzqg=Pj*&V*i(5e)769M=O3^s;JTK=I=|(p^FKXcmV)v ze5GC$*8)h$Z+J}g8SDX7_SM2fK=!on`L@bTnW8UmtZ#mMN*H-<$hEo%69~4UHNVH`Kg(EEcZcg$>n0fxsy2CL8b>A~tsldQ( z0Rr-kn!xlk+=6p)$-tY?3BDWdSVlzZVn2v^X{fBrn$Bkrvs{o1K%V{EC$39 z)B&KHz@495<$^1s7-Fgon|Cto?Cc=yqguSE`1;YEJAJE^a(=xRSpH|KISwQRjXy<9 zl@C4~lH`KG8;FRCKG@kTbki2B4h$A>wdIHnfpP%IF%1(JDWfwM~Kbn7{vysmyv75IhhwsXX&Ml&W zv2|am$5Jq@`C8B<;n~&NbuCuRAU0;ez4BjWi@4;b=~g(uR(eKDB*(gy{c{u6?29;3 zG53Lu>Sw&s!4D_z#UNr2o__DDtlKstUp7LYk9!&gX2n?8v0>XFirbfoMMb3c} zrr;FND(a{to}Ot}jeGG=i2JTq0kMaMJ6n++>yuH|SbSqFryt+z* zFo&sOT+c`lf~ftI_Wfh|`~4r>-Bts*#a0<7D(iIq_I~P~jaE9M3I)5R{r@M(gMl0m*hUbuP8lTel4Zt z$cAneu9bLj^X2oyaT=$@ZmsO-G>~#0Isk>qTyV^J#EPS4l^yq2%a=RbWFk0m!oJ%5 z@fI~;038kXmxVq^Ts_Jp@K@+0wx?BYC~(DjW!6(8PvXm%35O@ez58jj@D!*Ea$dLR z9M0UoK`{vRCAm7f%2xL=1N44}PEt@iLG5S)x0#u(q6-&&Ab_o;n#P**S=KrkW1sV8 zQ|<;H7EBeY;CNx*#nB!AtQEIVEl>k69Rj33L9g@^xt?F&W{y5bJl`b>n+IBi7EeN& z;~?>YSO&k8Z@a3jWSIphhgjW2QTuxwrz>1zm0BFp-B5!;fyNNOfW*%cPw)avN07k=U3%KKSd`<4fO-tI9Gt`&rlcE+D?%$up#@Ovi4CpIH*12l4#y77a6=2zLkpAd2jsJTB_DO-rjb+)bxqJT!7a*u=*3Ha6R~7vN-u z`fJ{@vHzF)0en5sD9RP0d~{0F2dgIq`(I&UA%*l{qt#6S{wTmZCRqSxXF$H@@dj1g z{>-!H*xRwCb^s!vF@d7?3Q&5eR5TD&fvg`Qy%4uR4R75j<@P}Oawti65d_8bR{wwG z57!iD_yBWo!HB(x{I*!bI!H9h&UM8BYEl1Sf&L4d0K5=Jsr<_M+&`3)Q(*{cT&O)4F{(78uO`}Flz(Dor3_pP(M(Y^>GUCi>Wlz z=BSYeB*}kSX{wS46$DF8+8n58?wcMZH`YRt&vk8fWH7dnlr?RCVCBm*&}zEgP#vMN*8OvFDSjz(Va&mbmcf3AnSw`My~ z5MPRBg%%MSYK2@jf=?jffzaGm9N;Ni|BWpJ)5S}S%HrR zmm6ym-<#hP;*VY%>CPIjZem4iihoOR2;9ZnyWRC)o>_t5D-tY3c9TGWGB#R0CasUX zJi~;}l89A1j3MkDD1r6?2dmltNOjOseyzS2gy-8yELd-R==~q&=H@ZDwkflcEP9*! zX+7X1r*t}k%dnYfrsYlyX50uZT5+P!&QRvAZR4Roqo_Ag=9M_hwnsr>BAXE{6E# z@G>9XPN%9S-~-V?z`%OAPq|krdo9k*b!$DLGB(F?wd4A2kVwKDw<`i|50=BcdvVrZ zpNHx($!mMu*)$OpcvMx3b^oWFVL&Ox&p;J;?rQEE%7i4v1IT6qF@#Dsgz(w z9@G(I>GR%?p$EZ1#Gq+sk`(4N_8FAoOIYqPC|SQp4lK{h3I6^d<-uvW}2)3cez1oD_8LF zPsu6W(2d*r=OrGKUoNiwCrkY3tjsmBZ1b6fmFjYBrYGK9F!b6ebA zxohA<+$F7|6BTuKn7>3fC3wlhLd?gPjx)5BNdtm&quc6@IFDw3eQ|wV9pt(C=;>~c zHvfQK6>Mn;TB}=7K$3HI{rb0E+BCKc4MU9Q?DWc9-Pt?Eu2%)oZ}!{r}Q7 zByav-ZA0s{=l96-PTcQjirenAoKB0-SRPh$a~n&xTF=e_7YX0F3$L5(UzqK8jOY5! zMcnb@&tgVgp7^q|JluJ3)yO*Wu>D-BEc18CHlOhD6s$IztUA%W>Q43WcdoF=NcjP` z>i!DX@-YOYXi45?IQyOgUf;t0$7G@XYaBT-_zuJ|`D?`eq{wIn$sl=MC`kb{8!Wpx z?O~+j$;`}rY2O`KlzBAWVnsPZSfNK-#LaCsILiy1iSB9pcW*5AVsHSe`^$Ja#>j3W z$b~|SZ~;YQ1&FO(Yv;^kAEJ!{r&+(`G;Pv{Hu!`$q9Hb)$K*8f&%LU^U@(|_aQe!){(!LDv%G9LqM7xD6nDx~f+mo^Rjd5F2h4!PI7G(!66)2C-2$Hf+k zEL3ocBD4=`gw=80#{965aP#mur)NA)DEMT#&tuoFtD0?``!rVJ%}KI%*48MTtmklw zDnTlW4)ik#CD9to7^-S|pI&tvo->T<&Kp*QS?SILKY6u19&sI>EYV}=n{1l=U zUpXiU*z2^5$CJKmO%r_^rB7awX=pPpM;zy+llRJv zG(UT+XXtdm>5*x#Ey6QP9?TI^m;?Iv_@1cOJV<%GDY?plrd-O|#TG~`+V5N$rt~_- zdt=O(UHjs>9S(&!l`61^2G3WB+*`W;abutQf?=7GqxK*4{>G-s1#%@{+p6$d>W5dS z9Q+Ba=4ZQgTT8_mZ%lfWtL<49I1c39?)0tY+5MhCInjm)0BOpwUJCEQ<#}V^#ajEj zKPA2b%EDb`x)<4bEj|wC=Py`Lgd1oO+my!BY#ifr)fNNDB|AxS)c6DP)?$m*0E$o! zLBtQxw2RAGb&E?r9nzCnwzJX=H!GOm)u*=z1lTNLlKPSn`nkIGIjdZMMd#rA9CPTe zqH**!W!kU7yjJ7J5ODsp(dHC@i9GG`w#ZG>(!H#zDkD(>R)^vJ+t-@(rKBv8Kf8*? zLsHCaPgAN0zTwY&Hi@Q|#@h3~hMOl^rXWGupr9exzCk#>_RYl9HcNk~Ev`W7_op** zLxRqd0F4+$6B1&;1&N=#Vq)_FHQ}rQ)7Rram+`3E@b>oZ+NrHgQSi8Q{2&f6MT(4W zu19u@>7i9zBCCb)DoTC1g z%}n?6j`#TL#D&kls)hI!FZc?mwnR6a(Ib?&Q&dAs0S5@$x=+Gd>t%#^RtsOK$xGWn z{>6$dZ0Q`XUz>DfJzSldyXx)b%ZmpBInF;#DA1GjNL5HO=AVcCknSoN*tua(&iKim z$z+eMv#f{S=ELSd-VsJzn$PQW}bqukB zm$B4nhA-(jVE#=7g630jd(jJMh!@16NyvPqRrV7ko7JYyf81G3)^G4DERGRG0z@ z${yV+o-s24Gv=Dk?6KAY5a(3t`%GFx?S>``U!EteA2~e-N>3tw*b9H633@z|FA%v5 zJ{+MQBL7zCv7RDyR^U6gLorXvMbK#%NEe6JTvhlsjfDc_RlK=c(c9mjT^bLadTMHZ zkf(!_vgAo0^{(`Vz{0;F86ocy;EjXs?nw-PTV|9Uh=~P)pl|V5hpAx90-t)mGc3E zvW1DvB?LKl=9dJSh_GaxdSZMwRMN#C^DAex{wqIAom-zEmxtI*00z-gWP30 zwMlj@ws9lxVzaB+qR9Dr5RIjcaJHK@P0tV-?xS>}0Ri@{{iTK2ha|{AX{SO55pD6g zbLUbN2jMe_HvXrnQBgTadE#OHZ+f5rU&yUAGw^4I6J20F8T-(gUdyRU{$>MElN9^t z9+wcDz<-61u%BgX?i~jP_K;Gw?91f3;cnQ0SQ&EmU_=d7-*jn^x(D!`%j?2U+z|U= zI-nm%o=HeKeu5bOFugH^=lr*nlthRt>35^eHAVJ6#~8(u(@0%%F71?i3AM&GSImZ} zC-{gu)8B1>W|$-Q`XE>kYL`xQS$qZ$@DFs=Q8X*+`M<(JXf$~j%motg8&?IjHDrq_ zEi2oOFDeNw)$3mkM{SIJKzcx>xqx!ZD1i|RbvdH{Pzhbcu84YepS2(~bPdZ@o&Ed0 z&}K~GCCgqt`r6uL#6^irQaDKOD$37YD*I5<@}@8w-?t6QFR&KrB!ib=af4m*_Y>?t zTMnG0`U>o>dhg9g9OrL1hQz)}N$)pv1pnc~^v3EEk;x~doOja|5Tb1^*- zs5p`fPO^Mc8y+5x3{<`8I-*pV6A!r;(?sU-p-MJ zK|yF5N~^2+HW?f_xB2UOA;oHoiOMupKiE@Xi9$p^Bopq03P)ORjL3r*A?ys zC5*@#)s>td{L2&=dOq^44LS|0tY@Uhxvie<<0=?`+jX#_GN;UJR*9X*=5cQOXZsdp zCOozXD^W|5m)$a%K4z#Tx@=)?NCccu?zoysr;4+*$3X!gY&$BMk_g+JB|WiaFA;At zhnObZGVM4C$yW%JR0<2;Cp-De4Mh0Rs9gB#|CTSCzP$}m>57>&zr^wPa0g7}Zes#P z>6!5%a}=-4oyC@jk>4J+DV`Jxe^T1GS0Z&@sfh5P5k7hSG zsbPf*bJ}m=XFsk-CTYd$S4v$KOGWREcGc_F#7y;n4zOg_h+Bkn0>7#eSNr7tdG>;6 z;0iUp4#Gv=QNiXP&IUW|d%*2nsP;u8FxUSWv)TP)%y|03CY$a|nV0|+2!i0V``&Za z+&KkP3j!bee0cVPA$OUQ*#t}4VOuxXSH2$`E_Hs9nt+&UNPEZRX{_4Ej^kE*bOhl6btT^Jv%ax22BTG`=}*6WGV~g@5An4^FOnuvv^Z zm*(#?{=6;C_T0H6ila@Yy3bGXL^*ZLry0=jjM_aGAh6}H7_)8mi0^ZTOH(7 z8+80cgaW^Lr8tCygfyA?oj>A}DgVHJRPQ#=o|N@MtbJPX49ShhYnprYXN=B$3nH!Y8QUpb(^p~l^nm#&Q8kj+O^pR?7Q-Z75)7D zx^D2_;+CJ;bXMs4pt{h{uc>Bn11q8wPiIa3%*AmGRSDrdzsGWSr6p9WjnN%>dwO=0goY=FW|J!G0VT}FcH7Xu@SRjnmaJTpA5oWhUZ*#pMho;RXCODM$ zD61!Z82hr03ICAE5m#%mMc9EqN5uR4hF3YTdsUug7p>t>0^nH(ptPWF^u z1L~`q(kQZFLxqXwsiC3}`5Lu}UZuSW_2bi@4)}CC_xy6fdnv6KShwQrlzErJ^3F*Mp)DQ-d^#i)<>leCkw7t zWD#ApiUi59(QX5E(bBoAvhWc1X3@Uuj*OgIo!h*osb8CJd>9KYOOV?%IU_mFt$CtN z-{-LtO1&7=GpJMYPtC7#84|h`5xC*$7WHkSPitKMY3P;S^kwP)zFCwVtUw*I&nBI< z9YHp85P;`SXakUN1AlQ&r82Iw0yc@)bl7iua+oR#61W!4?nFsN&^zQNG3d6P`ZNF9 ztV6fkC-@Wv`~3O$Fvkf?^XWk>T6~n|!q>YV)w+m{w?YF-_cLG0c?f=<&3HZjHKOUc zRcK}EeG8NFh$V13fdrRggjflM3<-1ksW{ds95>jzw)ael;L!;8@T;vxqW4U!M|*Rp zjfd7YoG`+2Hfubo$BXHc90N@31^A>QI1a_U^NxERNOZ7TrK_W}2pb7{bn)IxDz_Fz zb>FymF9`L=_=?=cD@%+tl4oyfO`eSw+pxDRA;dK<}8T% zxQ7o}1OkdxnF}PLt8j1@%yL_9u(!rQ2!1wfOY@1OgfoIZC?s*MOIs|z^PX`ZBQZG~ z7MacR74%$^$x*s9lOtsE)hI~npXKXQqEVTjYeSs&ma2OyK`75-A>$>ymkL(2EYY}l z7*8$hMX?W#Lj!ElkhDbD^}7_EYf!2$y5;_Xr`6@R=hr(Ye-df<@+ChJ(cbeMrECP9 ze?};6<)ZKmBn6V_h_w9_W&>aZ4Gq(wy_-*P+Vd2Vt;rfT`6_b2$zqfN*5eex}uoyOI)Y z^KHHMd{O=HN-<#Y1>}>dueZ$*}=6Yd!M6daXA*}L>@ule= zHG71v(!d*2C==u`kB4juPoH)&6fShmGwm$4@eL4nUmhuGOk##XpiC&J79qo$YY%&g z9k2bKC08z}#+-TCVj;~cTKvgNH?-xBXkh1lU0tzNX`Als$uD^Es~|1zhqOq>fy6m) z(^MO*PMU9N+q-Or$v4pF*SV~8-V!@Nxx5DFhJQ%Ek_%u~N^Wx6ueP&u`=X_s;XI!V z6)XCp)@x(^yJWYn6lPo+@LI3^brAnahObZN;Uj}U_b(hs&njvTp5axI8kB6*@~N#KZ*gdSDUS<&p7(a$O@TT4JmZqOZ`C{h9_^qx>ZmB; zVl=K&4!Gz1p;z);R*RzW=-0IR=_haZHd-b)mLHd7Sw9OWES?`*-1j|PC3YO0#@4z* zma)6+EKDyOruZCwjKXtXiJfY8j8tkunT2$|g)|^Y1Z-)2b8w&1Wzb)YuIp!^yRA!!6(qZ1GhuYFAAf9n!AB%^v*&i-`%w481#)L!CDPH0=>8jcOTs!%Ovf727!QE59tA1L{}x}EX+*`Q+J>1h8xX}0em z8r%KQDH#`X6lL|_3JGD+$3C}16h*s+8EPr05n!Q2;6KM#f;g}}OkQCwA9x39Zc%rz z4PxJuOBFCa<UsVs0@ZhDXaMBoQr!bfI!J7IPA|Z&!`gh;68A7qe{1$Npqwi%L_*&V zL5CgOBlPemHFxYFtBq_pC~`mYe4CrEP*GXN$V@y8gA;&`LSTW{aVuig(y(b9XU}W# zHK}ClX{bPklH6Sz&G$>PQ#wIg5s009guLsR&ol_2KbQc+-$|l%F1xi z6r#*m6axb7vZ|3pL$00nKP2x%p7`lte_Ol+m`2ifX(b#;dJ)nFSW zY2*BXw%5*F|H(IMQcX1@hWWU;mqX$REL;=Yf=PF@r#|XraM>JKX(7Qx}5$f%`YV-xHqz#`Nv4?{QGo0qNQs`v6g?`B=yN@#--wU z!{#qOS>D(*@auV%pm@fufYFzjW7MvnweHpUx!^La_`f;BnJwiSt|JyfeRy!Bqln0A z-@|2a(R);|Uhb;3yaPAqd3}!F=Qsq?cCm_P$b=MoS1mpFLgt;J;wS5NnIPtD-u{fA zAFuf|@fzalB@HVMmi!)$J}2MWt_{KsN)ryPiqpciX<=ht^;VYdf^Y1Ca-0<{_E<`6 z`SGP&jswhB&kxzg!n6(S^Ssp+E8f}!J`;Aw4FCk>nsI;n_tmRc^QwKuH8NnJgH&Y2 zhlizT?82CaBl3a{;T+4Q9TKcQ=k!G8su(Sr$w!ALu4hCI4BvZTg z7%&&!oX{@@|DNT8ia|JG*alNr{;q?T$1bSl;2kP6ng4z$iH`L~r3nanRiWt;7jSiZ zl8EZ*pGSwbdw9@*(9bNpMtk-lA0MpF`K%yE&etNSohgg|nsqwg_0f+d#l@`IlOZ@v z7+#eY3@cj2{O+vP!}-@+Q4q(hyrXjej;ZadvK?10KRUE7A~OrevnJGhsW5`^v(Hl; z^5w{#DPOVv8W8m>pA!>ynn!a+AR`KUAAezxSL zae<)?)5owKOO*j!iu!j%54Z|&4zHMiGDS5mHLQ(As`;%xFUCXLDczmc@NE%h(XPsP z^_b#Lfn`74Ri_&z^LHzARS(M!p8w}uqSe{M8hXLjOPr%fdM5NWc5P62d0O@+s{?Ss z@7#QXF9cM}2WYsldt~^k;ghCu}@`zv2Cht7xV2kFACr_)f zU4MZPF3-xW8&L7f=b z2D=|0Wl#Z8UIsjzJB*E2FrtykLh%Bm3Z}_MxIv46Nx~brlHHLX%q7@XDMa9qfQ-ge zP^=AhPnMg-b79$U5?u92x1kA0D2&NLxw*P0`oN%^$FU1)K5}`508meVOrMY3MDFY< zHTBJ=IW@+c?jY&q#O6;4uY1ohgBJJ(!~s+2lbY`_mnVA*Y*#o{dhbD9)Q7QzvIN}- zch7J)KirHoR_LDcf+vTUUU&M%q$zVI)F{rv$RXaPvX zNG$;7(UJIw{t<`GtmT|$lnxG277YXiU9=d=+dSAEFPYNi2-OuVkXz`$CUYfKL7<`3 zLq!&fLU9E@g{Lya*n_p2iB3~?b&vn#G3Q+@+lLkdjuqs=t<)15y{^4_JD`?#4k6Fk z0ltl^Aij!`Z8&iLpry@d@5B({j;BU{xhO%oF@0)iE$ii#p9g=+fb=3POxWYMaaqVN zj0vaz3EsSmw?`KTmQrLt7i_ygNab4+u(}{0@w`*Ma3|MhydIzz)JiDN$nt+>n;JRD z^0ji3mziTj9zNG#)z$$FRMV?dsJQX(XXADZSsj#^pkOiZX#9Xze@9~C{ow{6H*X~U zuSZuKDE?sLWMy5v_;z@=%NgcB%~{?ru4LAK5)mxXtN6g@z2$*W*q#SoCI9zF-aKZQqPQ)z@zt63SvXHu znVKXUeyNS$EyK^w4q;<)0p}|ZMyTJ_wfj!^Z+wLl=0uCcK83q0`j*SpwI^}>Rz-!c z4xI$#I13jqUdeBB+gyFgKSmYi%*)N9UxWs<3Fm~p?eCY$HXf=xvLbqS&-hB=dEQK@ z8gPc1XBkGlu@l6rXJVk<<~Sn$FzMy+(&e4*4hlk4q20S@8~pIyvcK5pwjw0)<0H;O z`EBz>hHZyXv~v2fjVVW>KFjSrAo@T@Fww5O*vY+nnC80{2OM7{f&ma zhf`N^3XlRxe;AYo&$KZ>IwtO@+0^ds+nFe$`ik+wMT;(=hRt0n?&2xdH;}bwTr+t# z4|7zvu_XVQ?kXYD+~K^m;|e=nQq6(-glw^-1#ntmTuf@Od{04)Vjla!Y-!Yt-wtyr_KSL>vAF zyq;~i8;VYlaM7rvRQ0BKI6a}xf-vc_=UZJMv1htU7lDg>-)`&WKL&mdw#*~+!NHfz z`@YpoTEK3oYghWI_gaCTtJU%GIitEs?n;v#Any1f&V1i<+4Yik=bd_2Hcfm)JM=S5 z`fA0I$gNxWM{lbn)29ZGXeM-N=)QOO?!eB|UwtR7dgWbr59sy%EUB|^*gcT>xPZsR z;kSbD%q4R@%(KX2e9nK9*hy0xwGmXZ!VTYp~!Xnaj@{2Q=@3_=&VUgGSXI7k3Rrj7!(BS<5>_iL{wM5@OjaZ_aVab3$t8c0YpBO zdZl#S{Q4$9`zVityIxoLu~!e@EL{RC8Ogydi#&hmdl_pPX|3KLH&4<{?#y_aZMFN1 zqNJ2uqk zc^E2CQ#A5_IQy%xEc-R;8@&k$B?Y8IDN&S==B7mH5)c7FkVcU1#vqh#P)d-H29XX0 z3F(lKmX?%mzVq^#@B6K_v3Az8F^|VN=K*+M7ylUN7{4Lrxi1oyAw0A@a5VpC+vn9; zOXahs$Q1O9Kqm4 zLSkxpcUKENUgyJm<_|YZXoF!`Q5GmbrJ2$ zkZ?z~wlDitAXc8%sLfObv79RVh9Y@7Q3wNJ?ZLI)GWKG7W=Ov@zO#)Ah|{mZ)K^-T zTFKtcQ+_8I-}yY#hY@+km4D{(cACz6(`5)4to^<=PRBm_mahKr_8qg(3S?}6OyNv# zyo^C?Vc2&AVFL!~k(G*vV<~Mx2qqgK7uwtvGIw*ljm$y7?bw9vZG_m1q#(Hfz~c$z zk3!EnXN8DBs&jE8-qb=niRd>jTr1;z3%(zudT`6jLKHcrK*^j}-{$Xx5>jiUEzf+nmJLYx^at{SwrSmIkRtB*{zE6O)Q=P z8p37ajj{Nhd|k&)CZ3|18I!5*WI$jjP8rl(fr-x6Mv9nXpizo3dg2rzKSV(c$0}YN{Jpm;Da;Iu^wIm>X{NR;i@ZNzcyAo&((Fr`$sbS z2Qpk6qZPyvKO5Pj+WT=n?eD#oGM$s}ba1{tk?EsZr1Im#00x~b&0~u?x23CwomA5; zgdN8FOHwqndmHS|IvMtQ!#{*e`}RrweGXJ%tO?X9LOB)2kvDEkvVQ(&nOD?Ci;(aEPUC_?2+A-DgD1jX(4?BqexL%L7G4(HKD3PQG z$F^G)QZM_TzY~lWo+Bk~HYw7*AFv1CK19rPN<8fmmr?zrf@{YCfmq?<3L$(b0tNz3 zZOOCKzpWpoOK^!@^uGk*P5*6$Y68UyC_!&#lGu$|JEN2Rak^g9oM1Dha(24ilexN3 zS0B$sHe3IUqS%prbE~8AkwIkXV`FaA`4OdMFMNDPCvmqgT)FL}dlFUc{Pj`p-K<+) zXI0y|mqteck__rbX0~q=PFisU)vr?c!1mWM2C^baX`weaF$=u4jYqp*j%_C{dL3~@ zBq?N3IIYNJ>9ep$JKTCgU_B;dwBN6IFTSF~mKQ@NW4>du%)hQwy(Jv?#S1y=`on+| z&wdsN&B(v}Ni2cdUWlx8T_+f?vvOY@tMGr2AxHnK1SYuZD~eyU3SD1b?I}k z4jAK*%mJu2Mi8-pGDQUA#$&ER!+^F3XHRKsjbtXZ+ohw22jistvE2kJh)BIT|5<-z zIp|uUp9n`U@TQ|u*9SQDsbrV&gq>-7ge7@z^CraqG*HCoFYP-#8Zvbro`Ye>+w#nqm$srWVzhAF5-XoQW=ixuDB|xIKZm)HYj4xiVIVM1xCmthA${H>(?!TCT_L+_x&F?FueIY>%W-7Y^#|k zLnA8_{>55TyE-OBM9BU{3?&MOh$Vvvd>L-9816$yMbWA=a87WrH!&+M+gu@cEVXS*@Uf^lvB+lBsK zUUy!Ap?@3$s+EWnlWD3%gVS-HXXCIzw2-^s;0D%~{+M(=qZj6LBM5+U8@CWZbO{#G z<6AKK)IlaqWb9efjs7xfH=F?{apj5E-@<`eY+YQY=Nh>XeFf>HPkt=((?4?vtj{2< zBiJT5+eh)kEK#ie-$+sH_>33%)A9PhGatM;7w2OY(6#t*Ooi48#K<~&Pul+;cxpij zj(Vai-{J}ebUv#grKGf(B8ZgVH;nKSRsbQ^*-3P# z&g~nRM2u`=>w|Mx%`u@2$^rKbYM0#IYh2k03GyD18N1E}&882IeZhG6i3IEUB=h(u z3KCi?;gi!p5BrU2X%&Cak>BgSfbu;xb=M0hSzEU4!))tx(zZ?~LLXh{sh;wdrIAPy zV6E#rKZ-ZC-M4Ls+|QBE3ZYw``yDjBQY6nTqfHfTuSP=s-LQa^sby$fC_V<&aCVV^ zULm0PoxyoXCr5oet)YJtwJ^M+HIGhJ0zi>Va8^^>E#`MsR$ z;mYDnr^kNQ;MhTvMw2UbLZrMGx(X2h_G_7pk{q|)KRgF>WLtK1_Qv|FF#z(40-TJq#4H2um2cQWpz@=gFT01XrbSN@2G1|1N=*U7CU*!mHM=lU>I~X zu#sG7wT}u8tN_y}{4UGD#EtayS@558vuFKx&m%VKsI_B(AEedC>PDeQlSH zFKAV|D7WIrR3%S4?bEYoV?)k5`pb4ZiAns=S8~gYYy6RSzt@{MvcF#!CYU2Nu3Ye1 zni+3#oS(T~)ha~4{rq`PP9Fa&^is;nUFW}{-ur+-2|i$?DGFv6bVTO2{*S)~(GdX$ zL`qM;HWXn7lf{)?Q{L9WdsqJN;MA5a^)6He$m3tUcoFCYq%<^t1fx~cO>dvE4;0E| z*el}pY$K69fEyU{(O@wU8#I=30_GB|6z!nuKm{zqO71`$0pQ$%>@Hjg`rpFCKv7?Y zwf*L!sH)Cz36+32ER&Q{{tBDOCucd=jka`#{`#Qg+ZG60!dRu}03AVR^jz7AkK?>M zd2cGa>2!bfs_A%5#b-)JrcmrB-z@2a-eR$-u()F^#k_j-@_+(|0`=oU2`)ckJ6t zlon(^sqRsLGgRH>Sm{h7BL_#v|L%Ct83ZgH>JjMp$)UgDD05qnIqYV&y*V5d^rg8h zAQFHX@3$qfkYr&XyIKFhE9c4UftmqTidPw6?9Hp)jNPiR-p))?wQI z=1tqUYf`WTUreX%Wa;-(-1oCVUxC=o_tn6T`|$D5{I6#}ueoC}c$2#=P`4h7ZQ(5^ z^Cwz+z8))Q{^h66EZcFPCv|x3!pMhfydI4VPD^O|Q^{?T_adfMQwv>RQkCVH+_5{W zoZ4MJVK+te5iaaUoQL6cCai;>=4f8J-N6-&#(s$#y^PJnlc_{`dxXJl$KrB! zdvv?kPN&l4vOhm>?R&zuO>)Pbml^`DBJBbO88|x5k_3!ilDxaFD>9d<*;pc2w_(*# zJYO4~^*Kzo-^+jgTg-3HvUrF+E`YEd?+vj8ONJV3xHp+PlkUeUc+JO_(pS7^hKCeH z9yj!XjSVPFFotP@HQ`m&H9p}fh~Xl&!4TdCIS$iXrE0k=m*qx?3;vKJLF?-fa1d zRf6aZV8bJ{Kzk9k+9T!9Na6YDVW27<0bxi#%P%N!Y6}jK}+<})T zcv2>vX)%T8CDnMkbo=;$>lAC~rLK3;r=K1&n?26B8sL877L^}%8-M8nRe=8|d9qEe z2BpsR!Cc8y@ws1FA4%`j8p~RKYZ}q!^=*(RGs=+-y=Hp0#60#goK8LjI$fJPeUCWY z6S*SsA}Z^SZ|jIX?PV&Zo2Ip`jAts6C!0R7@7La5c*pYg>=nMrr$BerO3``OmP&h* z!Ju8m)$7=@aFVUMBI*)hCE&=`x7EtH&M#DjEY<{Eud{<4{bJMxG{t+@4)5`!Sdpd5Yu z5_lMJ&vjI5K#Ps)y1}VYh1e~S$zwu7f+XdAnHJI22}K#DlRa8XmPmY|{f#MEC~$+T z3;suS53K22;;x<^S#15weMAo7^?^B>H{=r&V469b>^k`s7J0Bg5})i0sKNw3dyNJQ z?8oe>oDj;wMWF_=1E)K>?$z#%(<)7p3kO5Yd3K4Zdw7bx=4X6JKVH|!Qk2;2? z0R6jaz3eDI`RKdFR`Eg_nhc!@R6jm6jnBoJ(=Wi1PMXma+ZX?ah-YCWv1+FrEN6HA zujLFps-RfLJ>EyzHaDem6JSAgCJdrRp9cHi`$O!;TYq1`9q|!Hg8JfNOnO7;%;Nws z(k)=d>;st@R6pHXa}W)oCl;X@fUcnV^V{r9dJci$tlKAU&X|f&gz>O|#K0;rl zH+77IRW>r03hu&HNB$up@e!Uor$G%!S!N5+F*&2Q6P4J&_0Ir)gzpeMM?zSL`@j2r z1qlT|g~B{>?=n>gReB3p?QLO%~6+bMJ4b%%xh7*1-Pp8sb` z@T&~0WDqS{Dic2J<_?!-N)w|{UoSwevhYtyIC4@x2&dYs>=g7VJAOBjOej{}6XLL0DA<@glGbudDh?x}9$wi6>#-?=$oleU zWCnee4LtEnFz*6N+U<_{0yk_-(7zHBgTa+8pO4AJ53U(tmd;rc#*&vbVDM5`xT4FOHfL81~#J0gW5n7h?w-6N*2IU2T`Y zjFu@5zl*=B*s{BVJD87;jT_w{<`MC+uT!Vkj}wFHIxnx>_?26w$6uO6rf*)p+;%yT z+|&71uk|Qq2o=U)5pmAX%uZDaLcMy<_3fP+qtlD{B@O2jHPB!p-AzVE(A*2Kdzv~~&vGD;i zDk&xPRl+P)%5HN-Ems`_b-wR=BZM~l+vzb5tXL4Lh2Z9;O7CL<2L}hlLIG>hEI4*5 zeNL-4&*2Y{aPUwLj8Xas?;u!mCeF}IxBhz!$kZ<-1!5H})bx|@I|{Y(CRFei*FG+S z#sGbg8M4?NEYaPad=IKfrfh3^3LZ-a5}8ct zl=-Fl;)tKd@bQl52;-vcw%NF!(^%?lVX8L}x3wRjn@5|9G(jrVy#>n1OR(8MCzgKO zH^l5bSg22nm;&GvM;0mYJ|nSs*i?`jH*oISoqF5=)tSooEZ0wAmwbIf(J_wzE@JahciKabfj!UZGMSxccs-bmc!QBBb!MipO>D^Bigh)?s^xg{^h$ z&KLZf5$Uovib$mbob`V(?mm(6uX=%Ki6==AiiD+-84^dm_ajTp8c~MZW?Pa|r5{yQ zAli-CfZ*4#X0poV`BoIK?yY5iic3u>t0C<@?zc0^u6}`xU-)-3WU=N~E4m9rrY~K) z<`+hf&a=^UVD;+oHv3pHyT`@jt(uwEu^Go++MW@WSO!{+NcdnCAJghz~X{GaB zI9!xJ&C~t)g(waqcM5lo&4cmkeKIoe^2M1V<;MkDZ^3^7Q?$F>$H1ScNT_IlP91Ve z-#4EgreZgl%=Sf}l_o@%z^@hG}Dp4V-)AH4Q#6STy^YP|F+D}J1N@qMm)n0;^-jo z7@IQu1nbj7tS7z`yY;NBjXTSd6V-kS7Y09FsNKZ0JFlPj!N+f84v&~@5_q15M=U$g z%7_ba@fF7r+G<;8bk0v`!fgEW^Gj;a56l$LFup4}nwj~I3n&ohd>j`d7`i__492$} zz|k)MA&?;|wjXy3j9@0(JMV=Ho!wrJ>!ryM9&aRu(-~2v<=|;o6gnNagfo2Hcw5Eh zv~=pZfw8@aWp97as>Y?UsKG;Zpxml4=Rxx{4sLWG{#(j10llEm@UN18?5sJ{`cNSJ zTe^sht`bf#ipCMhH#l6N;tM*dQK6sy`6!q}V6lY|(Kk2k(iA9oo6p)v9XiXcI$Un$ zD~n5d^jHn!6dG`i@vMO%4Z?vDQAUhZ5R4ZTEfgLhtUszxhrzifcR57;gdMl@J?6kW7GgoNmSYijR3)vp1Q zI^9O=c4Nd<6QaGPzQ(<^#=+cXy}duCRv{|M*8-MfA2mK7#eA-QnH)F|j9Q#HWwSHK z8~#^r0m*_hJU;fqXIs_JnOT?;r}y^U7wL^0I@{Zr7WVUsf`WZld8WTpVtDpEZVkse zKjqr&SIjJVI#OI}X&0}O>}T7+8p@chf)VEPn27#bDC0|$}ElR+goXF2Tu+6Z5)z)4=|Pn0z=pmdA~cDm;9BNzv}GJNu|yeK*)T& zFduv~<}2!C#Q?IIbK4+oPVT(Eq`1#<1Jh#<+vhmc`uxvL-iFiMZ0m4YTBULNI;kp; z*tt%NUz#W8NrJfK7uBOQ&~1I_ci(GZH!|)@kyNXk2qSQ z;krgVu}`vsE1df-0qV7pZ5qM1Qw5NAf(_%-_u5l98$1fHFiVayqAHmqYfWKIqZ`-rgAdeR^ z1bWq-2RO#<&h#P+w$y9pW3C|yuR?e+<_;JAi9xbBvb5Zbo>`kz?)>e!K{{{= z<$WB*(3_otIaE}^7v{Qw*>FzO{M~;>D2C4(Ph6O~bD_&bsJJG9o){(EQq&M-iM!)g zW={4JGV;qlb)IBoAT)EhMzfjJ94=vo-PBJ#eM#I#XSQtx11!5UG+NVs~S2Isj`>^xp?dn0e-Y=8X}lx-KT6GI?eeQx(ao zcQ;gJ_%pMj)=ZIM_1Pv?!aG6#ra<{wEV26bd!Or19G3a7kfmOtl#?E~Srp-cA0a|b zChal)J#9GJ>bRL~?!3+u{<`l3$+}R&t+6*VBTX7nr3D5OybWh%J)GgPv$}C!JTlCd zukbH1C+S5d$jKP=MzUF2&WWr}64Hsv$c&>*3dJOUPn5A+qHo-|R_(ca?Jsavb}FOU zu?T4~quHv8zT(49DOaXBkGI_zhf5}1wpj%I6Cf9(e7S$$Ckvu#%w1v4x7m&Eppa2*R=|;joV8(pAF^VW=UZkQ=fe|bU~wgn~W4VD|*wnp$|~s|9PEDQQZa3=Kt2 zdv*xDqEhW)&}E*#hiigc!@mY44q4L3Mc^-r5WR%TzPiV7{QOgN5NCsWDlXf)p-aJV9(HGXYk#0a2&7AhW?^2ItUQ+wDWnu&wU?jf%0jx{k1Vn7lA)R0T?J`Bkz6rQPU@|x3^pEy3gyroL4G>wD<3Os;T#5gEJCRHE4gB6+rOf;&3*Y zvyjVU#OPGwC>L>7KLjZjN9Jq2KzMx=MTl-wA5E;mfx5qjb-9y)5|BuivWldh?wp2Gc~Px)w)hcK)FUNb9XN5^gfmo^&%4O;?7pt(Q-7_O!; zlf3x)TY=S|(5LH=B;h_l_cWRCRyixzMLuQ%M>~*#FhT>Brr~Vu?(V*|gTv9pZE|Km zRo}RnI#zE`K(n0N*!q`!e2c#c?7%+r5E- z%x#l@Z6|Krx(PS6!A3LFSRxHvIk9pZw=GcTSJ@BBvcK!+v>TKKgkVzf{}65E+u#>u zjN7oDs&SQX>izwF&Qw{G-161+S>7<@ege=2i@o`+XGRFNaeQ14X^n(WGw`b+NnH2` zEB3(GuV>zJ)k^|V3xUKx1I+*ol0W?~efH`p7f?Edf#~)c;wo)f>O&ZkLr;nLTOsoSSG(UeH@+yr z^-m@HEJ(+rCxr-}O?L3#=G%4Vs)6hSL>A0}G8y=C|0L1M!ya@S+TI^f z-39HpGiOk*bXis%rmjtUt{ZFvTuaV%&To|nsfD9XBm}-ViM$eq>1`I*$xif&>B$cs zusV<&73-uZcLF;^4R$Xe)~UPM-M(?-8{D9I3>#5MUnoHBkjVFKgZh7!tzddZ`N7Eu z31tKYB?Lu86g|*85x97X40Xat5U@x>hsL73y($e_NkmM{D+G86q~yCrJ}_;73d9ok zZ8KolaYE|}!h{?)%m0v|po1%QLqtJA0eo48VFkm^t`7waSo6zN!WLI)j&D3ohRfyp zA3NMnFNvNL-}}#N2s{#0T2|d8nmTa{_%h9W6II5Ehc&haycPSq!~QQY(-bMEcPx2X z>YS~34TO3-lNB$wIIk;(s5Awb;JL`)@YHm~lQrFO<1RMA=Mf@fkD8pi|29Y`?y~Z` zD4ZC7tl$S+99M$}u5ht6wXiE)pQvzmEOihA4POQbaScvX7C zVCl&Nk9{_?v097_Q$_WxmQcm$zjf#0JgY@@TGfmlQCqOZE=Q*F1@m=xy_1!Brj)9( zmyvi-pi>h!c*%3)AroS*1dGdlT(J9E`EW0Id6CCqc}_4t3UCI55Q6-oLS(cFRAQJh zhQiyB0S^))SQsdT4FD=zrMn}o=BLy~Zn8%ETyCnQyLqP!9;Z*IQhVa-#}AhKt z>bjv4(lBBLEo-m&uxoeJEscBj)-s>U608hI$5X6+dYH4jlrc@rfPKf2jVJ!X1;9X? zWVQ|FeiW@COMRFpm(lvGyz%^$QT`XuN#;b{-u9|R(QVGh2m6~*MM+ObtF}c2KmdEa zV>@$LuM_Q*l>Kz~*_hX*zkf4%0*p2il#?PX1uAT#-FNt{E>GmN7+ISCRfSds7I?h zgG{%x)c5bb0mm$Q=<1c+R%uR{6x{d_2KO*>a&kzP{u)<%Pc7?vOAMs*w1H(#8Ty2V z#qj){&-r{jDegLTmRtJEn`US@7=ybRthuZc*O{1SxnNEi3|R;~(BF88kjpKcu-kd9 zc?)%lQEuDHr8eHIy0()^kYZ&P6QjTN_{%Hx)n~Xqua0^FrE*V*diiSCLZAb-xvl;K z_845UJ5Rr1|8J!59nRw=@b^cEzo3nMi||Gv*_x07`mOE9kQ|(+;$|Wcb-kgcrWORi5In_L4)TkLLmg`D{IyJQ#v~JY z;1maew{IrA59KuA;#kmBO9Zx-WCv--fP|IJ;eN*j#f@brk*hqRh;#OdM|evMC0pvO z5G3`wZBD!?h^a0A3ox*aT6gf)e}^+C{4zS6+~k?BC-T}MbwAy@ME&J_>O5+hAVcQi zv*-;XNPH6!jGlGan2~bS|Z&Ai1woVWd7yS)$RZ= zHRQvGYmlC7DB@B@>=nV>6Ic282D6)X*Jiq4>HyCeI^8f(B5?4`T49IWB^fs;>L(7= z$03ZWPk1S=xG&W+g3VRpI~iF9bgqMgBd$Fg0T@9<8+37;z4cQ@Hq|p)pty@(W4?od z1n(~)JusD(LZIy;byar1-f>afVcVZ0`==#tk|Rf%*1wr2lQawK^1=Z6Xw+~^arJzY zAecT74Q6rVpC6RScK=A{%Ezrut_x(4MAYZA9wC8Oo=V~jpNc>SCAUEf?kJZv8sz+S zlPItm96sQsdr~Be%su)nemqCtP^h~Y1E3v$2&%vZM@|8ba`5Sp4!H=XGOu5>?KXXs zs|me`Bw@=cMV~7iE`huPv;u%SK(fMBHjp{Gr<4;U_4kulwG`o!)ZQStLOT;27S!OnQ`vWUj>3CNs9#=o#vz{uV znO1BGyYM~~MRDgsHP9`saot$x|6ZkRB=R{uieDc9)9i!&+B-oXff4QHI*K*CU1-bMDMAd0`a-O zfH6dRAhAmT&-WF8JCNChh(0MQO*&A@0+7nZwkj$_&2ZLH( zu@eP(S@)tx{)1n+LyCU~Xo6ARSQdYVZszSPXN8abHZR0oohsj!6Y1iBrDA=ln35P~ z@YK{CBHKPXvtRA?8X1^C*`nc?o8Pqt+Z03>V~dnozyGxL({~cF?DF-2K}71ZFz>oX zmI#R)$ay^b6g95Vrk4T>ub!f_- zJxp`89d2Fgf4wB=TX$An$tx`NzbQ^eV9S<`(e=rGz^Gn=viamBZlt}nXXE2#)w=h zKqmmF<6GSUF%`;slHk3_e9en0>9t>g|M$QB+VNiDH*&lmnz)^Z?7nZOmPYz2Mt1^< zal2EY?GJUdcLDJ~>fjLLT)E9cs9)%|>6fsnDskb(3%U(K4?eq zbs0FXym`1lg3JrDaT(P}l?bNw>7hdrFalpeTSjssFnv)* zLkzB)Ku{;a;z|sR(xOEjZN4F1YE|~4XGL{5nt5!6>?N7l3F65Kq_J-ZOnqi9 zOrLpooWd)twwNsHFYp`%R_sAM?YdvP!l1jmF1qRHG&=T>Zs({+mUbs%X-hD6C1N=( zNqQJCUu&~}R8XoMBimDFda1XXKk*N@d6*Tw(REH1vyG}n>#2@56#2zz*m%#EHQ&Nm zswI?po`~=Q*qbUne*Vq?n?fgukWc1=@S@u5;rKmlaH~hEX!q}I<7_y1e>lFUOkT!`TyJ~o6Nf7{ZBCB=+|JefS1rEv0&8BFB_cKX|ZGk2P z!KD|F`<8QAW};4XxbG%JUEN?sS!^CYd+NqO#fz=|IcP`EW{OBD`C|TK+?_wBV|P6M zkZ=CUYrI*6n(`(7Y=HqCf~!*oUmV^DKhe6vV^`yXk(+BmzlTre=Q@d@t`5?Dq!hv4 zBLh;hb1+uF<-*)v7)?1ourEzHR^*Co2>>i~{IJF6b6$4N5R-(d&-iUU65+-W@z(su zF+v=}UM8cR3L93o^Rgbl?35c5trH$IZ$P%4Gnua0XtVb@3SJ5c!QR?Z*k9>uD$^qZ zuPDuJ29KQ8*3FpHv$IZ*xI#J5yevbSGKl1o@8E2q%v5Nlb8Qm1nyHncz{NN z*hvgWNlmZBee9J$i8Z@&8UxI-OyYke>vz=&-Y( zs@kFzm=%xv_}8HY1R`SpUlxh)lz%q`ApImFqI*yQSTstvGj|{)$`$$OCV69(dkXUO zZq&&taY+W;9nO^wnL65yGdo(>pWdHp7g<7WZZX6Z90|dAZmfyFOea zNR0uL)qiUFaT5Q>)&(IWI`&U3K}1_@&w*P{3=^YKg$^+8Jz z-}7JOCL^!PNjSF_sP1Ci@d|oP6|^pgt&rFkK*A3YJ`Kk9!D!;tj2bv z2ZbE6tL0<5n7}If%&t>3oKaldi$u95%g&+o27K2IiC%9&xJDRUZ{Ca#!F>+lI>ec> zk`fz8@~bEF#(||8X(DBN!h3cftkwV~U2iq`h&k!=j)m;_&&}iG-btU8kXcoER*_vZ~Do9oA@uu%lwyys)04F_?hk5@Y{f| zs~xusuIYbZ^#7S)SiT6h5U2)L-9hY193gb-H)3tTFQFL~1j=C=^Iel0?52lnn37R( z<(ASOR_D||jiqdEr)fsbbT4odkkBel3bt0W)1Y3w>_}-->HJ$-=FjNMk~ML%s~SkO zKFR7k(C-Hco`y&HOmzdYVI*sQ&#A2j?TYd_6+Nuh>Q?#H&K4!05YpsKOj5}(TZM&T z2;|@?nWA%v?U6+Gl;S!fP(xa&p1LsrVD8gwT1Sxo(D=z2zXvBFaKXrR;mkvPu<%lHYXAq&oC97_;@zMJOwUf`)8`x1F| zCRvn>Y#q;l_S=&>KeH~saBYAR#GZe7)@8ew)@YyfA5A) zMMpHXA|%40G%Xy=DQKWY3)-IfJ^N`Rm2C`V78fr?r-DHYKr5L+367eP${%aMC6_BF zQY##laSI?3R=O6}E`BoFMGT29O}!f<0r@Hst78a}3Uz3iUgh;e=+t`{yCT5&#fGTqcp# z4=Z#&GS|;+qJ-Ep**9U)FGZ#OV~V|tOCw0AtD2xYOxd}ZleQSNs9Zjgwl+<v{B2u z!tKuMF2PAK3>``n!j5umXRVCviSv#QaxZG$)0HyRLf|n9zrHxa~Om>DccvKfQKa|b8hUay7f~4%uGfx z$#{Z87tg*kq2GIN?IwMRA#Y?rtZn_(b6{*c{km(R$UfSFDELH)stIT4G|{sKj^1s_Q#7-}CQK7dx zW!0{SrNg{SyVNAudTT;*=z+rh0ch^PHl~i6spM@n>ik#~pF(E5=UqphR%d;(*Zs6G zgVWSbkioyx1@4#7ymRy9v5ZVh$7dVm(z=0^#}}I-CVNNA4x7&+X`!f75T*~ZI z)Xl)*`351h-9_7RrjB^9Enn`te?RgREJS8DGj~ggybE+$?wm*y#}aMq3qIrL=x7Nw zp}>~S*S#;pK)|RHSGY17Z4!QN-X@M3r{%-5pQx6qa^umtyZIICL&3wFW0~&VX#=#d zzf*aYC+TJHPjOAOj_rQXx)mioQ&8cDSfROp=0yiwxD(2q*nI2$eg~JyXBios;2Qph zQ!No7skQM4cRQp)$%N8er7M@aj_+AF{a7SbnR#>rNPq+=`9`;MaZ9(hu3KHqf7{tv zo>0&Q#8bB3A_EI)P)G>qd^n$ye5vm-y-QHf2}9V*zne+)YKG_)=5byH)CXZ;;UMUF zl~A8Fz||8+x0^(2=3o0RJv5^m=uE#^j@3mR~e_3{cUi! zI4)HIN{r`t0l`s%nxq{^;jR4RGVxK>!GW9n&Spo~Z)ErJO5ga6r}WXSHgxdd}- z16{^27CwG+@2|&)hH%CI2*HKyL+m*bHTx>xbA)pNkXFU(v0=yGu^!^){O4e%XMGyz zFmW#x5XOMROoPZS^k^Z4OOI{qOz#YCg7?Y|`pzKhf|Tag?({1P93#9j@Sq{1UO3=z zgEOKcN;>#sZ35LJH;q=1sb8|gmH6t_6%>k76!ZLa!wUkx)QH2!LnK_rNW_BvlLc61 zgNA1;w97P|DviUI)om9Xn-TtS$H)Dp_Xs4U(P3F^Tlg4uojdsx(QbA_Vhp@dVDG+A zjmL}8Y{+F?AL7*BezmECUHKaI_LN)Gtn?3{tNz&ccX+v*jKtO<`^dqb|Lx5Cx{ETLo|G<=1^svy8BJ#CL- zz1=b0jgg*^z%2;{HP`6m;IELE8%Gi!k5tj4yC0JfE~eplrG0|9w+L9%u5r-w zjoCmfM#lAEF90tBn3%XYI7olb5J#(){0sHV02LQ}ZtrtE z{j&e!X{!j7vd`AP(LK}7x_qtH@^jT07K_SOb;iMMEP0c~RZSv&h){GcP& ze;!=5!q78tG8db5(d?`Y6C+~>gpm$Sp@fgWSd;FJ{{PEt{Ht43k9-PdEeLZ8F6T%Q z{KX4z?PujWmXi3T45_XF`V}#GYUOKR6{cs4&iw{&{sSH-w|=ZbFzb|Z0w(44%*vSx zQ;u51Pr?6S0{U#Nj<496FXxQHXcq>?TOL5jfi6}*Li~BSh;lt?hLSaJ-fzl4ENLkM z|3lov8t0C~6YJ{KGE= z_^6TU9_)9lB}-Ec5(twVc65lM4$mB}Pc?9L#+y>%01Ok9qu=R4;!7An3?(AfzKjNhCIB4BmFI9)6flYt1Hp2VH6ct>#oXptu3`WM{m04W5`x z#sfEtEaKE5Q`e93c|R|*$rKG615ygc>v49I>?z#W_#eJ*I8&dFHy~IVjs6PEP^5Pr zfjIN=X)fts!pAR3pqB@X%$&O`EalAsUdrF#G)ti}{=u zddX$mt(X&vlb-(xxTDP30YweX|B|;K)`LTV`w7VBBF{p;zTNrU$kH%?Isv_rkgz-$ z7e%WKKWgvHb%ySGRiochi+%$esesUK;{Mhl!T=1*>;e4Y7k@Gu9t_o$!ru_x^VnK2 zQ3(hr+P_PYZz3%Y2uf3PDw*pyCklsGV0M4urHwvu4x8hWp6j+-ugFs_o@C_vA?$8+ zK4IP+Wv3%lfyU<{|ZB}_}r!%O<1_6<{f&0eiizOrAS!PY0(A~Z_nliMd^{FF;RDqbv?c%zW&jNIr=f6HnfxHLH^y||+Xhwr}6WF}pA!h9F z&d7=k;Y6gO7#=UEpCFbZG;Bm7MBZEl4QLdAvV@C%ntH!9fb|NACcbfi&LM!g@@H7~ zvn_@pbna9=;x+VOim(_iq=z4>H&=swZhjugi&XYKYtcvt%(wbNKA`8(Lk&>{2{BDJ z{CcGWbP=rPuVJH+VAEv_LNXZNz6rir0j=W2=gIk!P`2)0jKd7EM^2TfnKZ0Ee0|h`= z_*g!W5I;ibj_`Ok0fLpDlOq=t=ss~1+$fOXgbC+M970fngW<<|Je~$JDEehwD`Twb3a1r&R4fh=l;Suo##;SECJyh4og|MD6Q!^+u?(vZ>zc=|{N;9EVcdN7fu z{KLQsnK_vCAp}Uy&qFy6!1E{24A35=VCk(J;B%&7K-SjLLH0!u^bzFv0UsyuU|_E2 zi(;BOMEHY@ny39)Hp;BjJxH77V}$X$6dfz@_V0noS7 zfPexE#Ot+gA7(K2g@TJ>8VW7GZ9Iqn5pfSfAXsrDIphI?B%XNV>4%up)HYVvo@Ff4D`d)|>iVG05_4mbxHzY{Rh()xc1|H^J5V-4kY> z0zp2WIE9a;OQgK5I&aBa?OzBJ;^PB+ms2B;pT1flu%UYFnkjFhAve{lNfp1HHxLJ* zf}(6_-na{DIWkWv)MtnMH90pyxLH>Kd<3T`KL|WY6=+==mQot+s(42{3xP%odgAT1 zg{Du-z1Bd2bWf=W!d-jrl>Hw7QaH09X5nv|DS1ZlUZr}5O(>P}(BI;9ohupbXa*;h za?xA0d%tIF^2*EHf}WSVkP|x=z<2`A(a0u1Tn@0tcf3ql2&@sIK<08Yz9`blO9mEZ zA2txDV6$q~2^UAbbL)j#&4Mo52r*?8*!*6n@9*f2tW>#vo-pKYG~v~0e);4Q>f1&R zvvOfQqmjpsC9)|3WX{X0woCZt-EjH)s~3P|pfv!oyj!K~kFb?L%sS2C=|rDROOQNbouQ zp34SpNRl?U6Uxk=moF^bC8fP&GsJ0^n@hxB^=mzRgKR1T*KYr|(s{xI+d;AWr$>MR zF&rvj9y>py{gKI%pjC)1>Qigr!+enH8(`Fk+8WL0yl!Ol-b%zC)B4#B__F@st9!`=*o|Z{xBnOT&J_!U?5>6UYI%$u>Zve-u|&tgSv|@lW1-jPHm_< z@%7e=DH-@a&)@(eE7Fxxx~{k;h}a<^*=nEYY!D@OgjCmV&NL;j8&6{St_txImf7XW8nr99ZVfoDnnYhdNsVH|7@H61GtjIC_&x)}RA?LQ}r zujT^gqbfZt&b@e2g;4;53BdTj(Vy??7}q6>8{$Ixj-SMc??Hy4*rE_8Cjk}?K_e^` zcC#&n$Z?#m^=Vhq`Q7v!+~{0Er)u(@jiMIN`2v7JoDMG~QO~jx8U2qHd9+1O30ymX z9*C@vfGu`oW%#_<7t3b*{iTYi9pB0ac;f9z8Cr~L{E^Zqq35xt`@``zr z;HGUWI1G27XMe??bN*a*`WA!Qwvyzr)hicdpL)WXU$OEJMO{;Mf&AiYH5`D7LAgRu z5MEKs%e%9%o_rs?;%Q2`{doP)`*j=2fY9!tOZe}dnZU*lF08dNERf)bE;hIjcD6EN>DRnCoW{DItwfr=JZkQb zfwh`4Y&sep4WPzG0n6W2Y?NcvxMR2Y67@Z43(jLg!7*#v_vb?hx+fzotlFL8rzwDh(xuf{*e;HFAJIP0BS4>{)ymlHR^rqIvXd@e@~;#!oRdq_ zx&@(?&MalM5c*4c4MeqvY@=1hB+&8O7(^Lx8S~EtYMGLh@nCd(n4d%U>_Bg#szRtU?@`TCGr>te3xDYs2j5Ezq@)m zG_s=n!AvPVg6wToKfoMc!14c@hzJeBi-ZdbAk-t@(L!;S-_1wWvy*l4BxD-&0Bn|q z-xru90t+5yFL!||np{{U&%yQA?sa}sDFFhghdR)ctfp$gq$GuH20K@tjds_V;;^{T z?%0akdF;Xa&41G72bP_{jUix4kS%+=Nuy13SYd zwP}fS4BZNx_hRf6lvp%`Ji@TK6mXJ~`Xxse#*!8dV$hKJlF+SAjnw_cA)&Yc@T1z( zFO@wzOHxl3&|7$bd;`Tbp2oX8$vRJ~YpcxOzL8871?;U5n)_e2(cIAez9eMlr-%DP zLpAmR9ZatM9g>~ThYB7;H7_pEz!B*1Rd#k+?TbPEMFtW`RXj+&EkK0cgpC&A3c(1A zG(ZHYlY^rGm8c6Rlo`C;s6QrxiZ2M{XiWHM=U-=QF%U@-v?W4SdhXvwYR2KNmIjqO zl@9aF#jB=vdO}XsGYDb^K;||)=MNP`-aknB{jaQLFeH(f)iu6!DNR@ubq=$W!+y_& zmDb~?ISmWpWj>5wo5<}t-7M8~6ujRCFe0n)b%hqs+D_4p2!;_=iE_R})ZsaMYQ#RU z5}b}#M@`25%~r{pViPP5Q-nq6VfrX(&B>EOEI~jgio?PZ!MPJt=h<$)zkX{%z=f0K z3XWdYT^hiQ2jzO~K6KCnN;HOu6Y7%|Ybeh1U#L7S(mM-Qyu59@9*gv2`#{C2UgEa# z2vvEHV(<)!;fI(&>wCJf9^XUO-dr*g8ik$x4OMX~qB<4xZq(@!#>@-^e&UYlgd{sF zb(K9nn|ER62XxF%iWzR1Y}G3OOvk+YbKTJ1&K-hcmxB2{NQU&dDG~5|g{PUoQy9J& zf`uEzV^F0|r87g?*B9q(kY3Dp7_+wqmgB>%kp@N~_b9%&#CInOl2rmnaA<9T!yZy| zk3=2ect`St9F9D2HiQ-pZ2fAduh798j2L{NhVPp=QwyDfO&F*6WnAmQOI#a`2XSRJK(Y2|F>^ZD3Mk6C?O4zhOLkiiIz%MNs=UcQ$|Kq z5-mbjvQx<(WhEL`vW1N7y`Jk+zyI(5JWsE4&a2LGxbN@%8SnS?zJ_&=A*w4585>cI zfxUeB6;@J2#kiP4{C-mS9J`qVF7DU)(s6riJ(C)77j4+zYmt5AjO|W_O$@wDUWu>w z%>PSxvdrhYUGQ*)ROB*$xx)6zppWfXRLj* z9pmNXEiQu+&%pyV3=_9^iLmPOFsUkU8!n)Qv})7JPb{-C9}Fn~NR0Igmiago`E=j2 z>AtJIQ4q+G@w(--0oA!TcgON(Htw{HcsIVU`0{JlGX?=(G&&!DRavyn_id6ab?G}+ zH3XN8f$8eKr3;oV>KeI@ZnpqN9?U+>8f{*(3e&yk=k~TQI97H2o_xWO=X7u2VnoQc ztpS0x4s&K>tzE$(5hKeB@ivk7S)Q9}87?{*_Mb4ExBEIX((2rO_I*|2@ryDaBi&b6 z_Yz4O*8v+Dom1oHy~YnRJx;CB2v-WsI{Ed+m+L%!Mn@UV%Au%pShQ`3Y|ivuKx1js z>~?=(O-IKIK`|jOsdw1?X59&ehb#jGOEiYfn%IaU!%AN6%l@#(F^6Yg^=1ToU_E}gN+Yuv?I$6CRh|D|KG-9d z)qo##Vm$+W#f>-)9@?|@LO}SuhsFnQqj1T#nxCD2&P(PtSFAopDW5kp6RKzgs(j78 zhx5oTv*7Vw&*jBnjx9f$Ti%NQ?%iA$k#lh{>0KG^D8#&w)WDfnqm36jG_ANlADd|w>2}f2FoARkWzB$ zxL|yn8Irr5CBB;$mR!>y|2!T?1lF;U1I-%_sc&rPt`a};mYbp5DUjRr+?$_z#v{v< zsb9yR4U0(U&$Fi2T7|x?g#Dm!tBb5s$}Fqa-H-R0-&RO@ zTx%(xlo}ASqx~nuWs<0&JO6ht*3QO*o2Hv?On6|mII*|sy<4~Gpqzhiq(~W9nRXnK z;BgQA@Wy^NLijf$GU1}YNu#Uc{SlMMS?*Vz**1hUD$c%$t#}LhT=y^k z*HV&_-H^_ObYxcratir0zYX~!2(p5ZQ_ws6;EDQiIWt`ee(!_hiMIVJaV!&mG!O2- z+M>?&_0z!3C;#z7kl?z*{>SlKaeDVt#$K^ zof?_WnoDt!E>U_OPMvUNM#rb3;`QN%-JgEZf!D-~1W*MeSF5D>^1XT;ySuvuU~`&m ze(ntXoZniutzYCu@qyn13d#?5w~>0ZYk9iu^K@0Yz^YoO&7ud{vLpLhFi1j4KB zwvQjH=kISry=wUS7!GWhODPo8vdUpl2c5G!0#be~Uq`Nsff8x=M$|MMxP^(mc;KN(& z?W}Rww8JqNWy7pGfpJEM_I!TO4*s%?SC_4SgPIt`G9mq~V<>xY;;gPnABz+D%*S`=SyFNl?}`x)=}qLaQ{~Q^Yc--wEM0bLSH}?60+ZaYCWP) zr>3*cx}AF`T=(+cN51!qPb>$6#nR4pHk--4N-db3C7IQm=FhYZ{P`(p!kT@Blk!#c z#j$-Ur%gJ3O5f0oiB>m|(o#0w$SG#99)z;F%O$Hfiw6g;o1M2b9y|9sZ4r6uY!Pn< z7wuX9^KiFSojSzY#Te1=Fx6yw@7c4ps4JjfKrRn*)YgnoM!HV%Q3PajXyY`_1lB0b zGa#}=8DLt3Q~wsYvFNi9HxoS4Lx*X1!yUnK%KmiE*D$zHKXx^^6l?#F;V97nJp=W6 zCU<7AJZrv%-J_TK7SF0I>6l@`A{{~x^XS~=kK87*OC?Mp1wGakRL1&w*`*>SclAxj z+uV~M3Z;&V2nxRNb!d?>tYGmRqhue(t&IdG(HL%>7A{5 z>VMIgq^A=J2tb@-1gm0_^5$BLKSnU5e@0=Ytfyy=DI}eN>q%OGXl(m}sFCv(5Kw{< z4G|zfz(w;j@T3=sf7kg2iy`C8xc9T~|JYbKnkN(Q&TG3CLcAND_}#b3tG#_6n+}<#QRqyRKkB4@3dYCsHN}cE^>0bQ&tjca7PV?~B zybl3>^uu)l6Q6eIYxI0|Hm|!=bjvTDPx?N`&`&+dVVQMDA~Yj3?ho?H_WX3Y)^vbN zWNvD6!^Qe-lAGHjT~^IK-d$83vG&8KN2S*pIh35zGczkrc-I~qJ^ULB^3I-y6somc z6j)1{tqc*q=RhsAp|Fgfb^Pf)Dk)1w9yvPryZU5L|L$tF)y?qwp2*01NLhPv?!}KYDuW!g=e}jno`RZ@W@l>TN9>+t{RK-kd-Fv?QG|N@A9^V6Q(|x_g&#KHNkiYa; z>cHZ3L2Ne7>mOe?GlXs5bVuBM>5S80f8CL=kXJh1PfdSF-LEn%r86Eet=`yRJ9hC) zSW>Pa3~;to-B-@=6AT~Vkav=z7{d03d=l8vf62Uv>&0BK@B42#g{61QU%%zV*bW>$ zq@_p$g9TL5IDS4om1ZqioO;q`gOGH<93DpDt2vp@_?q+f*cS53@N|6Ao3nOxM9d$^ z|FXO0TldUT))|>b#HMx$ZsLXf;KYdsJZ0*rp8yz-7%UjL-1|grkQ@F=EAq(^AAS2F z^+5gjqY=FB)m)MWj&))g+w_x8y_j|?q!>TQ-Jhxtdy9*r(=oyKZQGCQlrN0Yv*ube zrhk8_n$q(7+l!7OW>mx`lM0Kkr8?R(Okkez@#4m5&%Ldb$GbOerA3tAMYH#fx-4LP zZ!m~!)HUvm*QAE?>F6_wl8h(;A+L#R#PxYu;Zdf3()!s?=Pa|`dC$HPTFU}f$H5>u z2c^m{NgFEcv_^Z%8CRFxW8TseGXgTXtyPPRWP#$gzz0?(tL`fW-+!hVcaZY1ib*HJ zag}b)n~CMre08qm%Ynruhg;mH&o}3;za}s_PbsP5w5wG4=Q;+Km>)2gFOgftg+H?A ze@#bT4+(Roka4jQQnnqCN0;U_$(1&UnVOW!)j@T+*=|k}nBl%S8TMQRSUYh<0M~*# zrG)nd50gE_$(?I3>!hEZodvRK$IX$*{A(X$(egyljI*obKux$v!g%l87`_7e1F#_i zX0hs4QIat1r7b_e<^t0-K=`dOp77t_}@Ic6c&yY%=F z_I^89WUZ*pteo|w8sSwK0p~dmOS0emUy%;m!xdpH-+g;}dz*)Bo|jt_PpR%TSd06< zNx<~WWwwSV9YPf-Ovo7Dw*R}2zSdc(;Wqv|S>|s^fD=qtfLu^W@xj0;Ni*J4J)Vu? z<2tfNFylJi=Wsh#vLDp}!1}kdYv~>^j!SpixH`H&ad~d@IUmXfBcrG`O$9?~)8&8Z zwEBBzk+%xe0C|k9L23ekHTF48kZDza{goA=D^b|oyC>Krqyha+ouyKCS8rs+NY7An z1xhQM)_!O2wtFN*7^INuU0F=FIyr=;SzOCo5* zmuTUP5n3^Wz+t2(2Jy=J0Ev^j=0a~fpnzco?(_9zu!hv{|A`hv1`Nz|nDJQb&8Fn* zh$853M3-(ySBHP)%aVvMOs^SzjNthh^>?y~D~2R}kdkZtLz91@A1g2;O>Mwq#hfDh z{3=uVS;X_=O&|RiG{`RiJ|`kq+0w?3a1y716MbWGo^i#Ga>4Aby*hDOa(Xsz`Vb33 z$FGJ}Z>@Qycev+Xq^#OOF$A0UD4%>MBd|&7LjM*2H{e1-bwUlXA#G(O=aIvQ5#c6- zxUZE^Ps5!hkZU(cA$PsDoK9i*cp>;s2~6~m{&Lf8aZYga=9S>je*lz{<}!POC(7F1 z<@qhfipdx88FC*=m{C-|h=!*nF{OmLWokoC3+q5~_8=B45L=!yKSZMPSpHi7FZKfq zJvyv4#$oGQkQIoZ)_^8rH>;oQRl}00dJv3B{RYGvE1#>MtT*BL7DfGNzH3Mg-i(*8W@6c(T*JqPU67T==8#_OD!vj=`R&5a&r`e01^L~GAZgf&WNY}jgx77Z@U#1N4T1y z>}3e4phUQHlMIz2h{{_GlIk|X^9ct4l2nQSQ*J-In3ue1&z}0Bfin?ZMnSJ`xlCU$ zHl|_azRX+S)A-D`g=+YT%gbAzn>K)#m8I@6`_%RHC4*NL;21zHYFE`a^Tca`rAS~VF| zSIdyJAtI~8Sx|&Rv&f2Jgl zOmr!E%8Iu8D&G%R@|-hue{0WZ@W{pfb4PG2B{_3c_Wh}R4S~LEavVPNy7jJDrHG-U z+;yHb5rP8p1DTAWLvCue(j%GH|a;2Y{j(w}IBweCEwz8>o zU2bd)=p7sYB*@T=BzA+N)c4I)ygt>P?MRp;QdmvDq#2!j5f?{HNXXC)3S3G%*gS>6 zEnPFdp8)Uu} zJw78$doliB^Jr>@?WgD#-ai}b9NryK{jU8` za;6zNh2Go$Y+C%W)RRvQoDR{Fh|Dy=z_zsHG?4=iIn1m;*ML&?Ii}h72NVC}ooE$! zbs|p%L}#7vMEiz_5nf_9)snNUyg1kJykVEa^m%p=9>_rmyJBKQ#4Bq@Q?j%1jm4AZ zBctV`qN-TL*+FBqA(m@*hk*(c?%SgkqJ_XYtV9UZiuG*W0WTkj@=%YxiR2+GtMroD zv6Q<99O>Rb2aM4LVON;fzbZn!UtS!n zPk^wN8SNRYT+d{B;sn}%X{bT}CaT{|-<~ABhlAl}RJS9aa7aaRhQn4PUSyz>XuW3J z5=7u45c7fhX1Ky4z~n&GI#*3jpZ%EiA+tlNOOSORco9fK%@sSaS@pjGxIZQ5V4k6i zzyNT%Ji$t!q&9n7X9dsC&z^Jy zE53}mR2|xwow**Yspnm&vQ){!MZh#PijXomtJ3bCi|D_u;uzq&Ni2iW)V7eza;iJ& zgjle1;qTit(DT7$_tGh+zrpK+AB^R{omyE6XVK|R$QuyxC3g0#xogqAjW+VyT%=ThEwiTd$VQ12ZV43 zLgBOuunS~Ixi@#5f8UOe(BW6;X@Zdg$9|rWP~PCQ!00-Xa#{Ez?}{i;S1y1I-T2y! zwYa2hWno8U=qUsTFh3Ohb|ni7=zlqJ9lJ@Li1z;NnKd~XA4~Yy&-=!}B9a#=hm2v~ ztVtz5d2(`6a#9~g?206Qp)K_tJEm;HYnmE<+t_iZCEJ2aLkK$@%w*>Srme4iVH< z862=?6h8X&c6_887v3U{b7byL>B0t`1crMHCJc`5jF;^De=^=v9y;x6=zyu=v+a2z z2Yq#){=WWZB4QISGL3pi>4ZR8gQBIlz+_v;U(c2u+&&k@g#Q}`C(!@71u2z;(5DF3 zq6oJ+Gi~@PA@G`HWD+AewO~F~7*ENGy<(%kcp#EQMVChOi)rryYT|s4HXZcULBmFOF9N|}Mcuk5zrS0lM1|glYs>>Y4jdp%=@Z5mt z8a#UV+uj112a&8{zh#9WOD4+XeJY%b#1#qFj(pD&a7d9dR8Hogs?r{bSO?`YBB*O` z2Zr8N)>mt!NHH94EyBUTucMnY1Qi%*7Pg%C>4lHB*dQ^EwZhejNPshfPuO;rP5)wdPF<&LEr+u64f#kD1 zDd#VYB1nS%ThHfb0VH4eWwr~YFcK`dea#me7v;=Ow*v62}e#*sZ2 zVvmuur{quc+xu-fa#oaza09s}PJAl6aeeh>aB*~x%H@K=SI z(4BB!{w?wgr=@m1jEp4Cx%~W0l!W8GOe$&(#Vt8^YV+m=y?hjc!To+t@=tjdQEmp? z5*isY@39O*yR;A6k`yE~U8s?L4@BL4z^LU^xJ9letjW;nLU>L*QkAIWgJNE|KzIp< z$vaQ^n$L~WA%aP`R`u>SJUEz@DZ}99S1j#T!T-MSW5O}+D5!`}AGl98(oa*Pxm{1s z#ZHVEFjwpT#hXFwS<`?w`M?#@i^5Dt-TZB0Z?+D;TTXN<7jrDe%X%7%}GBHo{Al zUJv+|w!Y*%o>WIpmQyKuejrqmc~kfirNKq%KgtGw@tht7GODRsTF15P_kV!*eg5**+1U1WQ7Gg1)ddvY(3HQ;rlm0s^~hl4w3(EKx35sw zniD}Z2;by!zrzsrTI%DE}lde=0l*+7&J9`cx)K2B>*~bZjS)tqcf)XyvOgPDduW>G}^?OGD zPOZ;9mdDM|K79L|KBK6q;C-}B+I8;rU9YmpQGhzSSOwtGj`k;|cA^797)$E8-d$XG z8Z%9qz}NA`-xtt|5pM1W1uRJ{XP98!ONhO-ih;v}7#MHbL=CcJX|UqbZKT^a51xj( zESwKM8aKm*%nve%02f93KR=1L$~ssmozJoB07s`7#TmZWTA)+sT$W%%ScLO?yFN%Y zwr5*$$v3)OLdmnkR_AhwL>|+LHIJ)fh0gse0 zDLzLX@y>oYLaQd}RMIFYwzCsFe~ka%#qA7RG@Rv-|M(F*;ysqFfoQ{w;JjvM5bEiF z$+$8m2wf)!k;@YcR9NNN4Aie>;^R@$_;iV)bh+;=fJc7xxdgO0k~ysIdv)x?ab{aD zFRuq?7FJp|$lHZ{66ZScl6Q4=w9Yj6Hy($4WcBWO`1PYTA=jSw0V*G(1umwD-qFSB zwwS{q!o)Zkxj$=>G7n|Ilyr44z0$sGIMCpEK<`m1i{=h~(a|YuhB}hZ=j_1;<{Ka3 zv>NT;o2KF4@sS_%UFWYOiPNYVk9QQ>^K;z_#JC6dt_R9NQs5BcDoC~7py~+j*zvhD z93Gy^SFgVMP*rD}s1xg7ZQ3V#2fJTxt}liVr9n|A2R=G40esRR`Or{Kr0VmMm|U=a zmS$dl}0k0jF@1PF_ zL1^S&Jdd;E177+_5iLJm%sQO#gN!Z9Q_YrN2!$B7+xQ6q8^qt#MuLjHa?N^jyU;N) zsbS;6hRE8tVE`MCD1+AT(7O%jj6eujPGx8+BpgNzjS5g(Xn@PhBtNkZP)}{rX>qKa z%1&KH7$^gX@Ws84!lf&{jE^Xe_D?Hd_T!E^``|gosUMd zW4{=EUsaNhcmLg+jC1Wt4FhmOdBhMAFW+u+`3*cgQSe=!q(^mf>*h_b@U(5D5g#>` zL!yZXZYD$QCQ!5dN6uIRDTO|bNP)=D&1%pePY9dBdTGqIj&Cu?VQ>pi^8#W%DITEA zyUhLyyJ-}MniDg>&Ya==@%gW+;_%#tEfq0w-evmP5Nvdu?#dvdjtsqRTS0-$$rmeP zJ&2&T4o|T;qw%|aIE2ZD!a}%!=96GSLHvqASi|IxH}i4kzqV*zk6MYKGZOGr3gnaL zf-A}@iVGG--}gjT)Z1R#bb!3lrH5fP0wX3ZW7yOZ9~#mf0%1C%5kT<(9u|XRhWtQb zt%yMED?*pI%R;7rAXXz9CieSx&z6kKk(Yx5ikQ5SG7Y2S+8le!Ch zq%N-`O;2R7!e8iPwTU`!zTMDSlJ^E?Cko93Xj5X(>uarMT2}h7Q$nf9rZ#FGFR29o zcly;PNwW43y-HYWRT;V&FKB`lQ;I|)X`(FKWI@_lMNVpjOgFz`-Ch>Mc80bng3;dB z%uyMxM3gcsh=tf0qGearoh$iiEAuSvW1fC0WJT9R;wDfe0x4R*epOJH*UbBvl5b|T z-+AUG`9P;EhN|gaNXVwEnS6(hcXGg6JQ5Ko1#IW-)MB*z9t2Lex${HMUqU3-Z`<6s zaX#;`#reG!I6`sON{`J)9yYevW2X|Co`iLeh6@Zz(XXf^ol4#|^}8{B6Nxf}6HX_w zra}e(1>2H9nmFOs&%?^H>5|ia=ykq1NgJ2aJ(<>mf{!d%>{n7y{pB9wxkaRD;RK_i zkiGrqXLgs3{sJ5sMr?F8NApIIt39Jf; z_7OLRzKawaU(l&SEs7vxAnF1DdOIA$ww<}zn&*50TZZECFF0%50lsS_l09JT%Wrnv zXEG0WocD*`gIth%;QAU$E>_YX0<%YyJCRiX|TetlwUY zN`JI^ZyS-Il6Z6C6bQ(IuIyS0o`C}08)(5WOan9hur(gcE zF@P}+dx0FQ6mmAU;~qpoz=i9%eWa08%k18goQuSF5Wpq8wP>9t`Z|7X3>9ZsrA&|? zmP5RdtDqDu#@p~m(c@{vK^h)hfN>-3r(-JxzbD2ZG2@wp&1JsgVy7spE)~+VBQYFq zqT6}Vu0l|n;hZeyEGG(JB$EImC`}=jN3F%o@KzV>iR?j&%64Kfy4N@R+l3V*7$+`f z8!X7~Bp4JZkm`wtXE4(NxW<>_ZrM$H_cmDY!hM*He9}js?(@WW=zX9icpK#Nj7H~3 zN)B@CF523+Z!o~)D?mf!EvsLlpxp`7m#FvsP+QGVk)wRRj^Gh zDu)Bf$%JLKzWMU-%n|WCFPs!c(|=l)Yg%o6ciZN5Ot*R|t+*+Ajnm&lm;G3g_LY`% z16Q)HX}``oXOWa3`u)rM_ZIBz_DRXf7A>ceyF^z1(WW&n@=Or8sZ{=cdb(`XM@Z=6 zx&w66t`Ty5)zx{u@@?5&@@@9{Or$7JGb;IRd}@3K8^GJmdrEAA!RC%c=~wAuceZ3Xjl z%l*OkB@#-~!(w2Kx2;IlCJrv+VlR4<$N-mo4>?7*qgEb}TMZr{jQwpoLt!~lM(ke?z%|AP&s-Tp+ zF-X+-lc)R$tiB~njU^CFf&^a%#0VJ}7*GmfktT7meBJj~()=kYs)pgGE;mmx9g5XS z+m>{6waE@9*P-sA{m0Hbgo}x7jrQUb(c$#b7U|m>pr$JHYFF$;galtt;X0-ZvD1O0 zJ2&t!`Kjo1Op#5}+1XjC@w%tG+Y46;xZuvh?)$#PGX116D{xy>`u5sMr;Gz{;LEEs zyIx;w;c9akUwcvV(ZhyQtiVu7#Q~#gD~JGb&HQM$LZ;LmNX~c(fQYUN!wBVV2KjpC z{FauMBn@-m0t5cF_$2qWM1tvBA*-FRFi)rG5o$TP_a4glr00Lpdtcb3)wX9xvGE6g z_L;FNaj4NF+i{kngx=^h{l~)YjP65|$x|!El3ewi1Ap-$DrY|yHfbNA^*6$2gg2M} zSPcp_B5g~qLG?5Wp%%4=lW|^dZJCz+lg$gCJQEvMF_o=UT;&XIPgZ|{}wO2Fm5&0@XQ+_1rmr*gye*|6}3Rc0}Q{Jal2!V{&e5yRv3wkzf}uHGIkE^Y&!@b#r%I5{X9^qtpYRJR`rM^d)Jnl9N@W#hds z)^CuFiuu>~A9fJh(X3i^wq^V~4&y9&5*LFafX=&ECqz_VU!QV2Y!N5*s$kRA1!(p2 z7Hnc<#8|{aEBmKaE2)B=-e+7+EPa!_kicC>dAEyafPi8L|koVW_Cs5 zH5`741soL>73omXMUMUo6EFE@%}=3{le6o{n^sW8^^@)}YP^7p$F8VEd$4FcZEbKy zX>7834JYgT8!`FQ4;$acm5XCDG?je#u#%`?aikOZesWvbUTxlK9`mM*%_#7^K;nNH z5)(>G=-%WoLlrczr~uLeq?NJiLspHDkCPG|HxU_e6DKvIug9JBaP^Uzii-WGPCcym ztztE#!)n|*$$c~pb*(P}eBk%3_*BuI4?=eBfJ4~R$Jo5l2(+V2!;Ez2TXP0rw3mnp z9%fSB5ZYb9^@N$z*B@myHB3Z&fnhf=!bztDQ(XBazD!-2H3}u@def}B4!TUY*q4KT3VQe@K%Nl^Ki0X8I^Tg*vBX5;4wIOHP2!eeGq|s0OAHC^YH`Zm7^FOga+_4 z;cNDBZDW~3;nCNcCkqbkaf`~{Gi!2hZ}H4>wCSs*I`VK^5&8;Z4NX$-&@2*)5Q@H} zsX^p|uSlQS!lz(UmSGa%FxE{Ee^xKt-j_qAUvA?IGG>bK9dhVn4SSO!Zh2_1IU`^0 zxxrwwdbf3gs58YQCr1_s8G!7dx2;ZV4n(E>oOE_|b;Xs=h-aSv{qf|OFXgf_paq}2)C{y=w|}pm zL%w=!F$mzdu&Pm4(t-&=Ov5QGbsYaDB!)=yBXv#nAbUypUQ0f*GjOcNpm-;@G^*uS zSv6SRg6rrAw1f|U7C|xFZJ%PaXNYQ*hzf{X1$qT^VES8`BeSntTPx!R!@@U+26l28 zYZd#z7ncqB*eT_%fYS5&Gj4f$dU8nL5W+~eZkF!7&F`BAZnG=hmu5vUBp~)(wy5xk z0TLF{!s4PfAci~(PC192ktoMaDn(-n3iF3mX+@t9BTZ7C$q0u} zQNi-k8jsu8j%;k?;Y6cA2K^T=zNnY?P@AM!y7Mh?v}>Qa;PEXAGr{Zj_Iuw&svc6^EkHL`KdJI140TBpN)Y*}+svy|h&$xfJC2H=FaFg4f&>lu0??!j}N0Nse8#BlnL zCj=nW{*@S=jSJi>Pq!b|Cw8n5l?Z1cV7$1g>Cs!Y-Q5t-$vE$BX!Y+l@~@>WR~CV@ z|F$ZWu_e*8T8{GV+p0Rjth-zF>$c{c(gT z$H!M%wrVHYB<7CQIXE~ukveY%wIj$y$dvY%aYDVv* zq^)iXqiP`zn9_|*CG^NiHF!3!fqN-ENcHy)(ZuSQP0d-Ddu3Zk*xWnx!j0}RwfT10 zcDX(_)x@gdN7NTO<~~YBovY#t4ej=g7R6n&ap%sv?tZ%|k2Fp-X|`+o{pZyVIx>t{ zIsEcU_hWE&oJ~zJ-Ugu?pfV~7;jMwl4GnQA2+9Isz35!rsa3Z`oq!LG1QqdK1sRK= z-0;)9B?l!p5%UDhWymxuZ#enL7aJYNf8Bvkd=A$;8|&)WS^P?0=vY2Z>p5$8?~oS` zsBk?eEq*5RZL-**w+;zOCQd{s@cF1Hl7Mpya}e+1zdou97i@r_EI%6F`c)%s-C#_JYW4$UDGSS z^D-R5*SN}QY{@&lp2^xs)45ivI^Zg{He8Bt`8K8X4H*IZyZqzz7F>T9uSeoZkuhXr zzH82hJ4uykVPWoS%o4vkB(DA3hbTp*ZR<;_tJlJr;2_R#3EZF*h}pdRnvPS&>fGjc zb6{8Y4I&Pv#LoE>5Y(ZjhVCeFtCOnZ6rK`3kFJsSAnhhO2EPl(KbWXqirss1@U%@R z<@g6T)l>9ovGT8|pdi)Ny^YL_8(|}GRt5qn=g_!*J^dmoICuuG117QiofgtP2^@#l zarWoCm#gs-gG$L9y5Dw==EP=g@AVIEZWIN%6@p0v3W}yQ7dq(bUAb!n5$w#x~t2 zTfc@_CRE2YmgqX>`Fp9y>NM=NY|GC(U+{^1_IR*$E7>30D$2@o17F+y-T+|L=*;Ma zBS*DOo=a;L2ZXaUaxy zuNzWCv49DqHz`cFY}tbOe|C2E!ICqM&JPN|IMhnr0T!0&&eZrZBz4Vstqh&S*NNq{ z>dsT4>ao?T3deqATKbiPN{0is-`P*TvE;`(IvRpm;iM@IaFNIN!wK{&Z1;)dBU8Qq z(?_w)p)ETI`2Ncx#wnz{Aa9}2dzZ}P+g2)kPd6+BSvfv_1>75me<&1qNBHV+A{emd zrpe}a)~3?%wFn@#M(|A_<2I;#WDd8XPpQ(_@v%9ECaAmw#e5$}t#9SJS)P5&2;ISy zB>tD?o(&J33Z>JvwAny+5e%!c5F3-eZd?GZIcQv$#$nQ!n3#B_#>J%hmhTW+QR1BW z|8ISC9k?Z{h~X*5fee4F$GQ(=dKiN)X8qojmxau#ft$v_WG0eP(k?kTJ5y7x)W1s9 zPpa9;kekPSK$v^gY|pPuX`GWeHl=>H;yj2IpG zHjAdx@(3(y^GTd(-Dz+BxW&uG!f{Gin!^DO>q(^d)G?to&Y6N#-ly?03Mh}L-IBex~8bEt7ostx^M zJNqWkTlZ6EIWzMrM!8_z`}iM>L82qD+rq-a^_dYP80cr|IE3GPX~=ZEa9p6aTU(#$ z-65fyIXO8pGKEj??lMn?$IdGBLf3EH_;=FQ>)Hw2JA}V9cI3rZVD@+Fy}TF;b}8Uc z@;V{|gZ~~MBMHWM%=Uwg%;-y%P`IGvqq4WRm%3a_fyajzsz*`;V#^v~QbpJ&7Pg~-e9-YF%$d5JG_;K>s!s_oMO5r;I zO2{jxjvs%qbbwajS7dU$caTHmvSZFTj_fzP99mx^Ul z)_znU4*gKVRmG^WJukjWS%~H2OL;La-0-7aWey87>E~aUwHkhw_weoVe5=Uh#xRmL zEn#@CmevDPgmr}bfg-S@v-2i?E4X#*njJfK^ugSeNEd&9i$9l{Y)3C5BI3&?(eqqv zjF`FM%c<@LOkmv9ALjZqLbtx$+BV%L5 zn4cK*tNuZcLcmkO^#NZJv^Qa}@?_%vW)?plozigsm!EDO`P|#z?~flDjR%KH3glig zoFu4xgMs22&vp(EE{CNB5p>gRgdC>nGIxlmqT3&Ld7tec5Sy~eNS)kQbz4yai^$KrS97it5;vE?s zEkf7i==|Ji6lWgV_EnaDrix40tn?nfdwtS%Hls9uyNUv>vavxJt>!m~#P$ww8m@I7 zN#nyvpaR;dYofI`H_b>2jBJ@gRCi@(SqEJZS#PZU-_?xRu zH&N!3u9oa;42y9LQ&9*D6HK=~R~tPrJT}HRx$WmygjJBdbkjs!e7Q~){0~41I~~U^ zmjAjzyqiWwMi3ZG1>~FhZ`vw~_1nC%FA~m#sH*!@zQtt=Z2q;4_*D^`D6I%NGOr?$ z9;CO_aoFcC@4!d%hHaK-!tcmAKNrS1ykFE2=hF=$?)&gmUI?yq@@)TTgcqgQRQRu= zIUzx(+4LI?-AC9kkcoVN)@y*TWbB87em#E)M}&f_KcQ3MBEW&Sf`Y)^D2yAyAdPY= z!0u2M4j~SIgu;hg4O0D7G!19WBMGA)PG6cZ=X3asBP}t85Xnun@08iN?ARs_yVAu55MD9P8S<2S3 zB|EVJ~shW;_L&1gP0Ezcw9=;JkM)>W=253<3pULH;2r3c3FEF z2tkuL&Y9{gy61SteBCP0h0YIRDsc8?2nY-5YSPv95laOYErh&**sPI^E18d zXTJAkqE&o9?KGX~ybl~>J9%Z0v+IPO-m9b6KW1s#4~Bm5ix$l)tj|-JIIrb1h-17? zPO9KrUIZ@v$G$1@-8ZCxy@DTF?>Kp0%cMzpVOLDjmBb+t365uVZX0(ZgJ$HdSnK>-}T;-uUjo8aR>JF5j3RFqgIGUE_VA{Gz0s z`;uPEs;FZLbw`7eB#u5U@4dhLo4aIgpP$M`+moS)0;!csjw^rrS}9Dw2xx~u z85lW{(fPq39zWF2T#M&1!*!ecEpiotaZm+eJ#+W)9mx%mZgX4m=l{rpjR{*3Mj&Eu z=W>Akfn}j(?v8r#w#r5v+lkYoj z1!0)|@+}?@Qh5oAM!pY4Qq=2!;8~<*;ZwwoJwzRm^>GE~zELu4K>Ie7w|8Y+6!^@W8>4h{|kay-iv9j5O@kJ^B|3auV0 zB{1=@tuTCwYdtNn4(><{&;<6K8T$&dc)e9U;~qOekwOnvta$ufy;Tqa(ZGy1t2+c#*;pT=BWM5cjac{ zSNNXci`Pd|c5u~CPJyF5X&r$~+s&J)C}eHI)<$s4mc!1EBfOrFsV>nn%P7a zpPbtQhm>XvQccO!14dJF^74dT)ZN?Lg%Xn3&|vs+?{6chovJTSYWT_rTZFykb|CN# z6Bv^}Ay63rE~OG+Wk#c>3bhGf+4hbOPke~CqD2Yv2C^<;x781;Ze#}J>4n*KGzRy0 z{Pe&clb4pznqt}^L3|o;zUcJU)YSO;`qF}nPQ%2+^!3pyxjFQ*Lua}-uBCi4wcN+F zuPS3*z=zl$#+88&E;S}3C7ExryuT&$>f?@bJ%?oJT{;w`5+txMUHP+(TU8q#t2(|j zHzG8xFEO&O_WmJj_K6Q2p_;ZfGum1hSdD@*(={`?qx{p;)sHWwn;mDKo7^Ozf1yyX;-QY^uMre5Es^C<3ACS%XyJd$}u{ zZaopIZE52W`7>w8aj+$<=kv&wAGfxK82@2NRd5bRV^hQTST9t4Gs>5`#TTh}^b)dC z^IG5eNbLRuGGz9RSI9*X)t%?En_3m*{pnsZA`|{d%abMwiW7Mp!wdx!NIK(g&6hzgZNI=bF|we zNJLrc^eNDy10d`jl&zTi6fQ4KE9$``nhdP*L;$HDL!FPF={YIM#(uiHkQ%% z_NNMUuPWhuK;q#APERyW1`wDPOifKe`Z<*cwL{>X>a*r}m@~#6m|Ocyi~nWD?Jp{} zJZ@h4^&CCyzcU&^3wy$;H?gQFu*`jaxj{)cqSc(sH>_6vuEIu81;oBf$>(|oKx zeXE$Kfc>@|Uy_srlrCMmlo)GdGP;xYv7C+kvfLmw(pKcI zk~-wm%*@ZnU=>n4P+~;Et&8A(=m&hzMHmxNdQi}*8V^WDSL5Ic z-)Xc0EPG&F{y=<*Ffn?A)bsuT4n{d9vTQE5=1PMD8-TK<1B>Rm-FiI9H8Y(7I}WMe zxOr@5!@)Z&2d24DRAc%@jLpat1&k*Dx3oOIz>#%CTCJt-)fBO%8{FH-FIw@@QsXb| zshMth=!I@GA24r`6bsBRzRz;6Sg~SoY_pGA9q9$3*d};6&b>*N7cY@CK`OK2Z{I>T zIM%T(a9roP?)aEb(Jc^*p%_PiaeStHlzOmwx^7^b+x%LT29P8R5Dnpwejw)_1h(*PP{27cagm}WDmu8|kO!P4; z%=K*oMG#iD(SO^fK~GwdsjC&r4VmY@Y>ZSsV_XnT@K@uuQ?Zon3)XLTh51VKjkRy2 z6QkZ%^)jS>542!ke-y>^Zvwv_@B(%_}H`=^b5iEi}i-T%Cb3|?{A z+d;p}zflVA9aE-`U$*cz^Sekq%!2!*6ky7pD2w z@<$%%?tWd`U6D#QJ5IZ5h)>Ai5wkn+F%Dos#A4r0U1hR97V1c*a4`Ht17lu!+9#o# zWx}fWBF9JJjRvfbA1!Y2*9qJ7+Pl1gromV5)DpN1=pr?QZ>6TDp1Ss z^uq?6t~qv#9*Rq%P>C@7X|?rMw_W!wuDXF`R*ybqX2t=Vz6Elpv*@q(72Z$Q_cG`jZ55{Fd@y`={MRzb3 zKHq<>yn^}4C_xebgY+(d&P>O^pkiYq1qz&)x39zrc4rP{)e&sMU_N=V%rPI~S4Fpy zzExVKU0i&#yZ9$c2y{Ox8*!t>R=5@xaT)!2D)KDTJDaI#tY4K(Gt+T($Ac$refbfTOh3Y%G_PqwQ%#wfv?^! zVrWz@oGq}P*JewPQm`2~n7>!2=;hDahMqiUgkXqGyoO+2R9$6pwLAFRu5y|^v0p)S-nAYcuMi?Jtf*3_M(h{UtLb3A_2sN{;#^tCPh4W{Yf zKuo@0#4xm^p#f&aoJ5fRch-I_@+~b@O$^P`ee3;HP$y!~T`@Ad^5j+a!xqf+C>mmU z@xi`$dZkoLI7gTLKxygLSAoa9rzx% zmr7`UyJGd~Ttka)vlt??)4w{;Ip{iX&)M>qKt{{Mbd7$$Nh7c~;^bVGb9g`% zaA3Ntt7{Y&8du9O2$u&SEZ-cTAek`ucUpP!4q(QSsi}IFK{x;wkr4*|X7^=WL{P=* z_Mz(bDGRO;k-fKqwR&|nM#`Sj&|n}uCnzRHrj+X1|M9heVU4!S{m{FpeMSzXI(d;F zoIai!!n-)~Pu)B7Te?W|+w1qwdd7CL^Dspn)2&>3li`~zu#S!(ah-^t|CKlEr1VV+ z(~Zhp+L1I#QGc&(%QKrsZ^+0}bMJlVwahO^r=m(_+rQ3pM+g-I^|tfs(JP-m^L%gX z36sY8>8#+E*fo!??sMbm`|h`(AXaI3oCZQwyN-?@Q`6%x5vIUUQ~y$W_*45uCj|bk zZRtJmGEAHn{>qP~sDA$R2;%kp7N6ygY30rvLS`|#8cPsk+`Xrrzh`og-oe@2`XYyM z*l3sEu{u>NiJi`S%u)}j2-CDW#@p=6PFzgneve4N(H`m_M+Clp+b+9oSwLlEbg@%( zN03Wc=*ptkW^~;9)~)dK;@P@`@t9av@V!U$xudI?`}z1T8h5KU>BN**2!?Q6yEa$Q z;2N~FxVJV>cJ_|SfoLj5{vES!MJw8ocvkR4>We;KS1+wz&MF?+QyDFd_XED4F#Ilh zLsMEd#Qgq%J>yf0Hx|?ii)^?OM>zMbbC{rWSmFtn^j2YUaHL`tS+R2Ek21qEEEcd2 z{pb-d@@Vj#wVJcyAFiW^sq`JaC-#4fgVSq>L`9bG5ifZwWBSu;HYpA+N*ih?t>32W zfnhRd%P`=46(0Nj`$XTd9LIEopyAIP`~2lJ`QYkFoKjd=FQl7lQMtIB5EV^;+nRfE z^^+g_rAW;Q*Lz~g+>+yqVzUFZVRFY^E&kVLq^)GSaG+qLL*Fe4E3<&F)|dcn|I10M zXPX5;f*BFaZp2KM{ol|s&3on*w4antIH4kB<~E`EW9Y|9=ql(<6s~*Z)>_~8-)Qs) z@r(sa>Pw4L%_@cygY*ltBBNe^+O$et?A}bJ^DEGN3>54%8P+%aA$6Fc85C+qpeX_y|DQs>%kJ*G=HF+kh>D|9djruoLeqj<0wp!2b-vo1`n$Q+f5<6 z9;dxf?5*B(V4Z;A;?MZ~)Z;boOLEL*!v$I&tJ92B64X>YWE|Gre7En|{M5ZY+s~{} zQ43o*CAQLOLSQldB0X4YN{e$UgHLV-@%r647%aRZ_Z7|Ob8jelPR#cTtTrLn3OQ9! z7Wg$r%5gdj%a0AWxo!O&hD)W*T_k$nwpSN1@8MQxD_FjtZapcMX1p@Zd2elj;%^bx zAL7ER92UYgDwB2h(@a0HyuUOtLUEg;pXp}3G4!$Y^0Hn32{6778~pj9sG{09L&h<~D8-}@_Y^zV`&6C8!H4g% z3Qbz}vY%8f?WMm0}R}^AAqbc z>ymqGt|RF~Q4)EeP6$1lX`n4%HT-?)&%uw-q8g z6p<~-%FK+nY$6%it7L>^Wk+TuJ0q)zWM^b&&nTPB?7jE+K3<*YbzPs|?bjdY&AIA5 zpU=lQj{DKzCy>Iu{opG53d0R{RIWaQp*WGg^vLR{Z(p`j$#@yY7hM_bBM{!&5EEbx zm*Q3*lj(fTG(YP3gns3;^ziF9*b|()g!^E(>&H3hRco6Ak82zsF@7zvWjYfKxSy?< z*Qh4Xt{2psdE1|I;7z~<-yl5Wafzu$+@STD25u?zfe(gxR&9wbIz<;8uf8t{f`MS3 z?D`u{)UA+NO{y!&JZ*ZbtJU>a4U^9lLjsayL8F1wmU?P=?@ zs1q3(r3MPAx+*Lz72I-#I@H5Q`SY`t z^Ch>jrX@YkYo%T#*YG@wSPQ$tx6`%4sm|AASElMIlp7~chlb9GS*caX^roX%8!~r^C zr~M=P#-ATl--%aT^zg`lQP(Ayj64vtjKAaIA%=Ke{r$219j${of&xDb`pv0NiEwdn zV4~!i$r1))=Njx`)CZFl7#G?Y8YPh*0U!YKQ3CI>`)6lo-n z7*JD@##NIE8#f{5Ro-o^o|^Vn-s6OT3raP|u}(JkU`erH`{Rd2pn-Lo>XofXvc;rG zJ+04fKh!@22`31J`Ri9ykYn`aB`?@shxIsV*J)dH1AG$1Q-Tv|`C4n;K8W0U-MuI+2#K1d{ATHSUm?x8Jtv`*kY0$I1V-s_dOITKqX$cxg$_hf}EA zzqncHVqmMZx8I!=bVyon(XmA;Om20WUYco|Y3{a527cx;6&@r2F{B9@F$_Rl#yw#G zMtIwNnzJ{v0MGk$;l=iL*G8ZA!Tvnc1G}_RnAb6Z8xl4vrs9_jLCoYcXCkh{1i}ba zw_&>*#IA0`Ca*1UXCN#qdRFBV`*{g&vB%Nh-{TTjv0HO4dNo&VOM1xH#R!DQ>1rg8 zMVV<^OwW*Z%^x4se$izavEXAw<@lz`C`eayNwTG`1@QF@jBH4yb6D(Q}7x@xt zw0ytK4G6JTR>DP|`YIIBeUngA0U5Zw15_+}%X2%tb zpm{-xkSB0DW2&i<-R5)VEchm&WBqinJ=9*pAhMWQc6-23KiNqiLiotlu&RR)iiu zrTFpV-qpyemyMyL;n6J3n=^cPPPunLX9rvU7cVf2yJHp8VdUupAHwG+H|@gOCT~N1 zd~$NT=c~a6v}JEA*>NqN7`RyHT2KX}K`8?pXV&Pkp5_mg?I64Hg)P7>k8zy^aZk_> zdW57QlLS^a>!A;Y{t_xZm25SHu!w?XOJJ9*X8QM+lXgRCHzqVR!?QKj{${%&Y3%EP??n|{-S$@dABR2E^qc+Y zC-6hk7?tnBJ@13+-Pps0!Sv}Ora=W+*io{#Rp6T4$ivHlfy6s<6y^^x4-TY8N~X_X zuGafSLHc;yvvk>PF?6^4_yiScWVYm}F=f7h?KE`GCY~l|8DoI>r z%0n0#em)$B{Z2E`chZV;%Imb!i(Ppi8i_$?I6@LLqbI^=q2+2NoKj)rQ97_wV0t0SE;r#qxL!XpW^A!x3jUGOq(Hj2$nrT!Ea$ zddlO=uyQTBPIuT)kTq4vNY<}TffJIZ$TDB#ADGqM46~Cc#qLL3#0H=o;5M*J!58Z& z2HT@^+(aPmC9DfyNEbW(fD!a7cn=l9qa@TZtO*6=FN1L}C4ZgqYUZQkN;l?%_>AtG z*s`Tpp(37w&6kgJrx5r@J$;(`#w6 zQc|dc(^`xkVdXe!#nTHkcgR}sv6+KMV~rva$dmVp@<-OaSI19|Z{~Z7;s?7pTpKc?GV;EFz7z4$)viXRsdsCxc4eg2 z$UAyknw{IwD{i~KA()xhWbTJKeqDVaGpTX5mW3MUf?thf-0@I(G-t5ABa=F{K6AjO z{Jl9JS(i^R0rFeg%BCT7d$7DPQ*$enm#BYs5-eD-D!KG!z!nc&e~9VnC&-bbR=m-C}~FJ2M;5&{W1sCMT^O1Yhv2Yq4oh~RtxK8QerAO1)TM&KbJd;uy` zWTO~uBVF`&nRE?gn+YDEuLN|5==3b7(d&xSSWQZ6adq{Y)KeyZRa@IDE&#i%YA(zW zFLTyDrxWuML>7>>G=i3i#)qO36#7NUSYm|6Q)mrU<-M(D`WewxVo8!PSg$vT3O^!h z_3&DZI^C&cec^tV&9^&V^4irz^1$DJC|O)dansFpu;dDbtl~$NWYxm_y(Mjp#nl$l zrI)5*mt{FFLJ(?`x~uSpzuuo?0Np<7da*D>z9}18ySpIcRpTYDK-a<&8YSPt>%M(e zi8X+j%>oxb`}{(%KUbGcTu)Yro>8CdI*}{A(sy7h~vBzpQsN@KmE+7B)ttq z6;qX{G@h*H)dbxoCdU2oo@uTMIdw9ANjw zihDAuaADu_Vf!-@*q(x19}5)e*Jk=0ut~Aj#rRWU%a#vQ@UH_F(HJU!QyziCL;_K9 z1BQA*q)g0Es04gs3*A`?wcoZR1UEV2QAIpaz%)XH-_uXO#eb7JU#(I&#gDbE8kV#?jIfwi|N&X3?4Ls7%1>2c$oWwI+g{gKp+PxG8wCn z6qK%r@B+-IeeF857*OdzW+fVU2X<#x=e-Dpxj?oT0Ev8m!44yB&x!1B@dIjgRo_iU zJikm9((;55-T-9LWy_H6fU=Z*=cTC#JFRTPx|rf!Qm_pyCxZv`-lyu9fZBrJ=>aug z0}i9Q$`_piY#8`U!LMuK-iU64T@rWb!-csObxiB^32ZaB1_xQUO(&Dg z+=?8u#NDZ(0jeguYz?2pM@B}}H3DR7_x;893!VQF#p4nyfvj>Ij9vkRmoTFhabWd? z1mA-+p#O#J2brSAv+0BXmWi|*<8?loNP`rr6_9^-QaO42DVUspdz%gSp54yH$moA=pNp6TU-B@h{zC9 zowM!2hFS%rbDpO3KAmWZK$xl*!*zK}BUAB<%q)~|h&nzK1iN9Op`g$FE71KRx;EHI zpkU$ae&B$Hr43I9G5{AA9-Mc0{TKM)>RNV3&{N1}-0)T0&G!Y5!U!x6dDuBr+9T=z zI~&YuHUgFH4}dFxlEn-R*NBG&mO*~k?qwhVLLxijdnPJ$ptMA!Cqw!iGSiL|yEA-~ zJ^Z#e;W^w}mh?WQqb=i02;4QX*+U8wN(Py* zF(J?AN#~xrz)M&e!oP-(58+>pE1a13wg++zWWXD>0mbpi4PHI?n1GN~EUeHClvnWf zd`K@=o&kX;Vri0RHdRi{tgZHx%``H?3BZ?DR(7EknIZzUDcptd%QE;F1ec}=$^rTu z1jYyFF|zc4BNQRNf!g=V7+pr~uo%d|e)6V-wt=z_?%!U0c*t2Tb1>rrAuGr&pd^76 z{E#jCS|L_Q8tf@SO$K~i22k}*-Bzc7Rc_mra75>rNef;-5Pj%AyRwyeII)TW`vUHL z*bhSwNQv($BqRj7pRQrstOzLciLRNt(phZ5Pp}IReCM53DOOj1AAEt=7W=D+;yNyw zHI)H9?DEm>6@(>LEOw9>cm~c`WD=EUScTAG;8`FJSe-I^2C(T&b?@>7giM&&5YE?K z7W;B>_D8g>Idw+I^4g(sPVq8feJzZ^rBk~t1-%S(0BH+58#JS@4yP7(81LL3CzkXLbA^)$k$WQP zi||JgXK7k#iGGe3Cro8@8`PNA6E%6S!zq~6o51?zeZDFuWdfkCNWwPnFqf5;)k3TD z@t1pmt7gnU+G!ZfA@V09!!Fcv@yCdIv-)!yteuTGEiLRPp0QjXm$h+T+;S!~u^slg z<^09`&kLN724Z+bv{z@^FAFkTEWuw&4vrmHPAIuqS=KlR78V+ww8ti#^ql{O3-fn! z)~MsNWN-PS(}U*2xk5oML*|(^4-fgA!w1FkZuK|xlqH+~H2c@YQeAsFP{3rrZ@+L- z{*2)y?Fa-l+tsCZkz_&o6~`wE!HtQu1i>-2NysPSgu8kl6Pk^i4?FU$pO!#Jj<}I= zV2RN`OL}RD&d3YDtW5cwtU{{BPVM%B!P_WiA5D%%aAXvV9mk7-QpO+Agu|8d9kgwT zHVaw0vamGHBDKJMmW?DX#DKF@?kL8=XmZ6x>|TSH?0tMV&=NRyMdIH zZBp&lEPDc8WkVQB1xwS$@}-Ft6`OJw?)=B(ab?t^ln^kqzh=Rg;_kw@TyuIEL?9`K z;(RguY<me%;$3D%q*VgRdGWn4&9EcSG8^a{lggP2Sa%7Pys*&4;J|%0&ccOo*0;z&R0*6yTiaFWh8(b0PY9 z&x|^30NOdK9&r%gyGt2XsJM1%%0z*tqgc-3yiI%tB98kbx(RN<`5xTCk_+!d$no&A zmitk!X(GeKWjI*qRPNnYmoiN&2^^x})Wv+Zs{f!j?8;Ji-Dl~ERaJkh`%Y>9!P@cfJm_HHb^OxS5Q*2r>0jcmEExsDP3XEj6Vpsk0XZT=k=&N{w96N|& z6v4*8q&&t-?tXC~m(6z>7sA2o#P=E;bd${W`eM1;i;Q5s@5kE(`gf4UB2nrOqu&<= zh`SCF!@&=B#sln-=wLMo46A{25+}X;)s2m{%R^F;tUmJC{8s47=UqvU*XHKr{98{? z8vHmYu{sm5mIka>nhcH}?4dkUk67u5QE#Jhl;10|5}+A>^_K}txkLzY5m}BW`O8Ar z@h4Xgcm59AVeWKAh|yeMzs1fLQYK+Te=`1f_mV7l0RgbUk~$DC{WD5pQhF_x3y1Os z}H20{5@19S+>jP)$yg_O5 z|N21`&(mr7?UfNK$ilo0YyRj`TwJ|Po@d8!QLOS^b8IY-=&FWV3D+~p6D3G`KuhSh z>*Qw7a-jS&eHSEjQ`Uncyk)#?A0qC4IJZIKwT@vwjn|!%aC)LcNiFs+sCuZ#SKAPS z%jn!}7dQT1-`AORB{WZGylh>-KrRle3MQl_7+N`+v~3g?`UK%IzA!Uuy*%}inQS#N zNwsp3_E%5v{>}!&nWX1snDsNhFf}Xg@;nu@Ke@H=iB$!qt-Up3hkwf%+j*5al3pg@ zZ6f~Rs=Isuk?H}UqBZxRJoesij6=Fl zu9^X)rJovB++kf1hNvL?=wlDlqj08Hoq<;mE{VMxG;Ja@hAfKlgDqz5hFV{95d{(B zE|5C;pMp9iXY>sRfg>52mH??4o*41w$bXH}Ls7U?ZD%vFj`?=u)R~%-u1hzJ_nt6R z?=#XvE`l5o$zp^D%N&?M+(be`;xjlnsF8Y%pmKoCko`qmc<`ydgV|L^M(OK?&4#Wz zjBf-Q!QT$-Z9y2H@;7>cWdZdxx%g$vT*~!bMB#xk?F!QzAR!|mrP>c(u>SGo;*uJ7}%uhmEyrxa+#1l{x;5fGoJNH_XwJ=IJfTpJR~L|^a@ zZ-zm}=h{8R$}d-LkuVs2Qe7aiaXbVF8wUuU$cSy%#?Wt@n<7?bz$b#vOcs#=vTkO% zOLGs%+I6cg@6UgTkPvK?fD{JyfG`QhKV(E%&Y6F z^LD@GD^HJhqnWdo`Uu!LFtzgfCFmY$TmN4Aq;g%PS{@q^Dsjg=0Wi({?eyKYM>&b= zl0xqIY-ejkl;@GWQIZ%wt@r~nk*Uesta1}J^jpJ38_H#9uW zPN2StZM_b<#potvf(${S4c=!0cf#nJG1&9nO9_TcW2Ly((u<$ed?E7y>csbkU~&YL z0Z5y=wCVU=Q)0PG+R-eVBB0lY!5K{GcnHnzLGAv3Wib=a-OSk4(3oss(PV*{a!!(K zmnQrV5~Os*bQZUn8R^C#u=k4S_L}1~-a&T753th&2kHq`it>L&>tLdV&z)QBTDLo| zEHbt_+ORd8&p_Ju`;(o~X4ON+LMAzRGG1b0#F;GVtaN*JJHiAop>t7pTvNi4EPzpXOF( zDK|KW;xt_uHbtfhY4JiVl$xkZ^LUSF#T8E%Lk@+;cy2UYxmxEjA+=%)TZFJ|vu1h8 z`G;xVTb;j}w{}=gDxMe&%~|N$y3e=MQ;^FnS3M#oxhT8*#Ol6ZVUkQI1!uTJ1zPJ6hOUG~D&CNn|X&`<^$OwQCv4lJa z(6FLVAYN>W=+ z1wLaVS{B3&g9G+^u#7nOs<_2ov3%GMR$D-_e32-IYB~Gs6_uX(ea7F>MiRC4xx7!A zNr8?{Qt&AhKB!5Hy+6lP)y+M>J_*hlE>@ziABuCmaKranv->t4M2nL-4n4l3)1Z^7feurRgOX{{Qs={3kT)%96*$^_`g zPHd&S;->n-&aSm-2Q}G>!y$h#9Y#yU%TTITY&;k7%FXk^*z^6bgS>HHYnAHw(gSN7 zw)&0GX4e*eIeht+{1AkeP5$`g2ym8=MzF)`Lax<+-n#~pu}{Vu$gXz2Nl_ z&Nsfzpq29!>ZZ=0B{%$V2+qSf?bVS?ueT`c38QtLN>|>>sw!THz$@b0(xxEx(!XEb zGS^T54VZK)`%Rh}37sN}l%>$(j}{hxgql87lH%)|ikS`VxBmw&Kt4nvt7|SpCuTzw z!pOZP?jF%GR-S2);JT6|_LK4wr&7Of0#AX#}n+Y-9EXv>OkapQ(6y}1{} zJanvzf)Z>duxqk*CmTGpVs_&l(|>Ukj~4&*(KgBw3TfDiBxKODWJa%h8!0PvCy@SjBXg4x>ZQH#d{7 z<*=4TJkTq#v>X2x=^FQKtx)&e5blg)C`a-fUT}7JD?+w*yIXV2j1$q?Z8fWv?k*8akeRx}3Xd=4=A&8-&EUWh z%_IA0oRTMfW7TGXPBN`Vp3&R&)t(5jlrff<&_#JEv@PRWtukD6#*(NA#lHnZf=c41o95nmqk>&@{*o^NyN4(GT+{07Zg|wYG2Qx z{hb{rpg(l0bT_lKIsU{?_*x{Wka14-zP)4 zgGx6x%qG%f6-)M(6(Bw6@S5(Yqs?{}-M#ucdE33VJ04;R)B{=M>!(K_8+06aTm7qD zxHkd>pAc@Zsgc#czAP)f;`p?s5XZg!_~e%ons#qR$^W?nFR9&it+)9b3XzJtwtXQ{ zZ;qC@r<`)s{nmww)r9e|8~S@bMKZe@dE8#MwNm(gUE2qQ9980CiOiiNUxT;3J;Zdo zs@;V$>Ajip8NP|(Weh_=q<@_E&c$HV{7*k+D^4Rr4aj+btlj-hrKhE&JTYpd#;Qz;ZmdkbS3Sa84BDO4#$rY8u z=abS~5%iaR#Nmy9ZiO6jz!2kM-xS#gBj(MUJ!t{=FV44@uOV`1bxhCnA3(OVe7bo{ zZ|j|~1LyAQN`TkN!`oMdL5?1TLy!p6W2hJf;jXUmX_ubf^&r`Y~pTzIEQl}Qh>5p?k|EqyJC}qP zM(J7M64o(J!zMR8PDMyZLMg*f>G*^2X4F66sde%!=GC0T#FWo{xxOB;yo_8`ka29f zda~E*7Nr5t!l>Q|+!hVW=+7R(1ftH&N;qR~ zfy#!;Ny;(!He>o420mCWT%B{FMK=}R3>9C$rXXy8HJE6qGz`sV4^LBh8FZ3EbFYQu zpH}U=^5K6J@rBDrw`jalq(E-G+Wdt@_tipdUp;3N3=qOe6;O&*LGm!dbuahwXWFiur)MA}FvYflR>{fZer9W*+Duxb@4s48A$=;C2Z8m|mDQG=Kwo`sFg3WmfScaJJV0#${7-K+2*Ii&H7y4A-T{|qV7(_+&Zj@h_(Oe|2DW#b%MRDtW5Urkg3{4+SfNyr&*5!}x&CZaeFKy^VEbf1 z5bGma{f_^#ptzYZ8`3BRfF?2UO+e5BiA;H5QB8a04Ks{#vES5waGcZ5fA;t?C6^6x zu=%AVi4}r?xB!>2Yjs7B_?uqeoA2zX0sS)Ib*^5$iYh25K>Tlrq!5(YmtdGH5dWoX zSPXSkgd2NtOkbxBECNmjE?(LdExBh0rt_3%)HNXRP-ZQP1EPx9QKGnId@hB% zCO=Hufs|t*^v|v!3U}O7?o`l@h@GOL{;X4oIWd{)fapSK#vFq51`OdOj9i7vy5P3t_MpxNRwJFBapIwchRCR-vGfhx?i<=+!fb_rd|J z+t(O2N#Jb5x=Pq%p9gTOq2P)&+njDi{uT*N0WHiQxNH`k7E2~f)c&+Vahx_ZvbjFN zN{QIu6c}u8aC{4T0j6kptA;dTyD*&dFLz~Bh$`j|vt`Ih+gIGMwwG0`##1IVz=Kg| zY4Sm1elb+(FRIzSyneLCY}7bh96ibx=!5Wir1xMk-d*lw4fACWNP~4oeQmrsGeB{MHC*Ww~B6(6j<5LQSaIjb_?^t%pKb&S7~FX)C{1C< z4AQ!K1KvkOuRV`cO?xxd)6o*K`D?&RM)r`fnFL5kw(218m~M%=ZK79ZT&5lF_fvP{ zS|cn7ptURxug)_26aX_T7>yZ>HhsDvu0q%Upq+~>cw%)mS0Y1XtAFO=0od_i%ZPNd zR$&ONs17z`_EQb`6)OCiasP6E$S-Q$gG&IGnPaDY)PQ3%LEK1@M%H-C~4&z@CU)#@_AP5_~(YdE|aaUo%x?; zRQd)+0SP0ITV^P#Px>!*B_}tojO0mi4eU-kP98%OeH+{uU_*F`u=h?6=D?o}*mq7a ztRc2#_=kxSp2H^1(W$(5!vP553#J8sX_Kt-)r|Fg=ek=^xbJKrKjd-~LOuU7@Ebfc z81#d!8!SrE4~g}BOsJPEF1ql5*G9kEBQ6;`D+3-Xn5Fwl&H^ql*Vlv+T)UqU%4Gm- zi|ZvOXU8(b>s^v8Bb1z1M?Q0~Dx-e?CiGsLy|Y`uyZy$u(D+p#%RCr2_;0H>%$78P zI^nxf^Bd;KstVCo*P4f~E#i*PPGZd`Ke20g-X=FFf4dR@#XieX+l-VAr@|mRS-6H* z(IYHYPH};AFnfr)PMHco2FRHshAbWW2U#NbiTPDT!J&aGM*QM)%fCuCgo$$J)%;6e zENwUogTVoRxWCbSDD15K5{JNizDF)y$b>%S{Z~5x3a{_%$O4ZLVU+;q#tfveU|H~Z zx%m%dru*UnE%9jiDmX9CiD;Q?Js-vPw2=L-sTqwzescKwFd7Bo`^UTaIF|8R+5;0e zSGOii&YANux(eFmF2|6-rK#Ankx3`7_&Jf;eeOp%*~>po7+bR#s;VD3$42ZTH=Qp> z551C3$4pCW@%OFPSbyZiKS?6}$JAipEoJ!I&sJWkpO%F6>+btkdHj zzTErRyQT9fA*o{Aot1DETBh;2A-?VX<1LnV;_l$(5b{gAbCt=AFxP0WHi(oAjc##R z8NS)j9M=DQa$tMYksL)EhB!f6BUpe?;tSsO7cX8+%+8)G(9t*fN4nWP4MZPIxM6py zuKkxv7KO<#yR271k+QmBYXK0MGNx?jZy@>kXlw#|x8{s4C={!*N=39k)(CTNE%Ku;y~o|d zBgz|!b|Yosnit=ReKQ|f=mF$5#&stGvQyjcpLoBfoA(O}sP1S?~5 z3@EUeI17n zcWOn~Q2#6za0#hV%j3jfAIqQ}wq`Tj6n0*&COB4p;WS><Eqn7$H%9TEsIiBs(fL1ByRzu^ZITK)C`NRt-xI2X>5#eFi7FtZ7{niMT z3G@jjSEw*B@b$%l0!s1hbgc&D%lJaU*e`y(S3jDPUE!_W**Vy%U7rLO!^B#iXQK5$ zi-W#_?=2^AO|e8`#Pc}m&-+z(pWqV1Br~X+GT0~Jg2EAl;y~%~F8=E4~YuD_p zB{(PcYEF3?6^CpWXX%u_;e1Wan`S<8b}DzeyY#7Q%?D$8?Z^8JdLv@Q2T>sB4QwGD zV50MF=iL6~Ta~Mqf3D-=;lDa|pp-(|+=Cf6`w7>-{AbU-D@ZyKtjswd@KcX;#af#MT%IBbJ_(sNGlIef2ewZd?pr{u#rXdUAg2EO;kE3(dV|~h z{$=goz*h^IQ1AEDOlG@;h#hbZx~d<(xTP1J)H64v%}$|3b%0v`rNq53T9dYHVhv;H z4l0I7*lbMK?>WIzp5%K~?PjJk^yZe2Evr0VUuJ%G=0_~wx%p&td#$;!cH(>OWIejK zYV*AP0UwXI1U|Q_BBOPb2w1J)k#)r5^k&PoeNc(V=C?lgY}G~r|K6L}Xj%WuD&!k8 zYer;;iAhAvtTD9Q;_vZn=;=4ldOrE?jWIFa6x2HUJ=cXbkQeD?^~*oV(5(BtPB*TQ z5E;xkFXTVFHZiHb2|hRU^c~s9XAgfdPxXzKTqtu1`q6ewbv& z#&$Pb`$MaqUHGocTCQhDstmCGeM`qM&l4z>T&F-kQ+=;^cml0O?4?VfKnwTmxI)#m zK7oO+tIZxnRpDfPl?@j{7+X47N^tS!%$gO|I-;oL-jEPKH%{5`)QxeS#wA3ZyTBO9 zn*r`CVTTvTS~rO?=Uls2xL40&xf7f{u>NY)q|cDdP;gQb{1a^8?d@F_|J3)^)eZ#> z&1kf;?t~jj1;G9wf1(!@;`d{4Q^x7Q&H}Dt8CO?fh#1YcGtw?A7kp9VNV~ZeI61G* z@P=;3Uus=6BqUQq3=EBmFSi{n`#xVp$ZKHN-eLZmZ37Z0$Q`>M=g??jkazFX8_Jrt zatZ!M3n=lSSCD5ebn|q3V)RX)2v8Y6%uEUXuhgU+bZvm%bUoa@1_1taZIs>!T{Q3{ zf%9<=WeI*3i``|Zx)WrpB$*PY179kzN=*SA4A z=}Nv~lB^@ocbN?bNSRum&&|(AoD>xW2S$+pdM`@OTV|VJAw3@T=Z20{!$h$)%aPNX zDkJLQ59XEGx=aCC$$FB>mcozpvzB6f-!@KzgVscmzf{Y*jcWzk-QBPa9F?E zdLL}t=|=|i)n{~NPjLnd>MOVGcN6#(+(m^1&-Ntw80sgd6*h&~nk%>F5pxS=u_a*0 zp*GnEbBzOttdNusSiPT-mNNBvAZtxK@-Gh!WXVU}GE5No3v2uno`f!-( z^Ah@jaxAB{x~*CQz!uQn=yL^XWclA^2W;fr#PsyXS?QjyDlkL>U>PWIV%tHYlBn!? zyH`rLod^>7o2p5jsqj(9s@3beQ<@X;xt&4%;6eRi6*<_mc;3NS&XZj7ylxsD$Sc2NEYx3Z!a04#SZds6E&+=Y!Y{<5sdi&7Cb*NeSCy zqS2S$VWvl*bt|_u7LKvOAAuLGCds12pCr!Ie&5uzh5E)P;Zj7Dy1Y7G69yenT0-hw zX1WK6kut?9Nb#OAx0pGfZWibKY^|Z|J1ayj4?G1EC|UM*1}>I)d?S}Qd3NKn;4uM3 zdTndu57!j|HNwlx-+i$ZAySb3gB*?O?@zi(Yw59u(xB>s&YY6l@JsO&+3YksmpK*kCc&)U;4YfV74yHEmcpJ z>m3@}XFO>3)Ep5gR3K7NB=e1vovR{DtLlPD4u@~(>N zu7{6t1^KtXEkR@QJ&U48QazImxcvO9ZtG(%;+Wbvx)spc`w@xV~1F@qJ6F% z``7(C`SCtkH2K?~I_e~`f+u`;yuDWnNa&58ClgS~Q%FmpT3zkhH2hq~7-rZ4FEG70 z9x96X4e(|u!=%&kl~JXbcb2S^f1vybCZeb3lMojVzG7zDQbQxa7wr`7FPnM<2!n@J zJog{{N0&bZBI0Qhv5tcOxPU?N_T|COwZ!-Df#f8^Z@GTq$=I^LS+l>ea|b!UC*h?_ zeC!k~;m(JZ$B@cYJJlG909@X^qu#l7iey~?D0b02P~Y_o1eFkxZ1{vOKC^AN+do(M zoUz7V$gpAik1OOn`p@$?>H34@C$LMwDh#X-s{XHmEOT>!7{20@=EGfm^~Iyk_+R5- zYp4uYOR@~T6~j^|`^QcDF|wD~`#*b$Y2O-mpPFH4RPrZ(EVw!cbG?DfXyz>5c2e52|k~I|k%QFV&estLu?UrTU zYu-k?W`N&B9$$gzH}!=5BxdmP`VLF#QM?;jTU}pvL-yK&?qNl)L94?y3zL578@$5; zvmN?U-J1~u6W_7;82+rOv0jkauPtQZzK;j;ETmBZpuQ_mON)(4wfhM^fF46MB&a}$ z4tQk`OY7;}-dTsOuiGP;H2}bci8+!0Fx#~jT3f4qw`i6zQGA4qPZtlOb_c&je%G^W z<$e0mc}fBWL7f!v1$jlvbjLFI3}lK3W_KMzP#|(fiDe@J34>Hk#G|5$RlK4N@+@FT zScO?z7||p0eWy|15YhvmjbH8=Fljh+eW&rfi<;QeUg+(G!QtKffw#4bL?LOM&xzLU z31JrqLybSXYd`()PWJbIr8kzlur1}6+F(c=g8A>qdu9rKq3?PY#DQ%$nWU@NSNtQvW=bxh{s()61xSdMeK&GST0a_}DmcdwQOheQoP5un^)MFXIi) zV7Km=pPEZn;KET^9#>;+_c|_M4ndRa>Y95HU9l3w1^NRE-SIcaRzAE@fs==Ie|3~6 zfZ?D(K)pactv=b+d*-}8^tRBLJ+Yv$k$QqUjV#}Y?#6cCIw#g{TfM%$7!u0@_%-Du zu}h%0=Z@HQ@{PQwf{IMhsCtb{T*+gXL?CgdkNwSqftk!(APjh$^&=yCO4HT>drMCw zAuS6ma<5_1f*gkP<290Fu756kwftFUoOSb_tBw^hENXzdouu`a^e;~nGf z^>T`oYo_D0;oMNNWbC+l!ogY>cXYFM_B+j)J)a z0*K6|aeAF^5nmwD=cQ{-EVmH1Xk{@dhjh0*kA+E{1Cs0>b&;u`9WF61ohFK)NmLW= zRJ%AbjU9tCT+VghKIMr49sn;V(v=#vPV0#?iWQg{1x5+Z2R%w^FCQ=ECb^`rTd-RO zfA-|kd(p_ZJ6bu4{h!s6Rogf)%`qnjd3*X7mg+kb!1Kq9$t)1L zMo%OBwu`5@RMRD?++^n!MQ2!rfbp+u*2BcqI~&`BmtDfTwT;YweZjz;8Sa|8v?Q z=q31i@tC3=pUtn|02MV9@C2yJP?s?ipp#+#X`cH7!*6KhOSH}w2-e2`C!#?Z6V1)I zpgnJZ8EpYTyFoX>^L1RGZZ-unmHx#)8H9KcH8ohshI$ZL1fPUZ9?-Ut9nA(T-6TYE zQhM`@jKsCB*U_E#TzYOB)Fx3Q4v2{zai1=eyC*4YbjBnmCd?zEbKhp9)Y0~wI#PTM z+z-%o4b5-h{>;@6??}Ck#po}2^om)b!aF&N*ya~DeC!*{MsjFct5vyx-p5_m88~716W>OEaZfTclDK7MOVk!PDWF)U|#jn#zX{} z-Gvkz7n}eF@n^BMHcSs2J{BLop>}=;Im7S^futDz9={h4pxN`|m}Af)Nn`4u(DH33cz4*>5W{t_2@4MBHoV$2mJ&vxqzg zc!HR9b#?G<=IEe zM^Y$(%K;ElO=rh1=RisV%u7ao{;1NLDrqh@Mjk#5?-{=fG{|t_mz3w2DHFmynu6In zNIhjB?If-w=gS=Glg!rUCLtFSHs|&{yxmy98bd@3Jf4Toz}V26`eZC7jU$BD6Ph|O zT^QpNcQ$y6I-@}dl;XU?)0LaSZMza}Fl_!~lC(~lihGi4Ow(DQD z*~J5&l1DZBjn8X0wSH#W{PhLA0Fd9mYm1KhNH*qIV!Yx0R$cM;hi*)L|DXXLjkEEy z(?GcS&EN#+f1(yGd;g+Y`9DwME*+h|yf?f_i2Vf7!=E0n0>z6wN#aUya~Lk;^=!cy zE~lo=8HtpIWQPeU$WTX_^JU%gr3XSF7grOI!n%PLUEHGfUxZa2(PWE?NSY%o$@{#{bIy7LnRs-kU?3@ta3ZE!D5+6Uc%Z0arM6cpFv7zX zc?faR3+c(o0vMSaE?(EdOVNB@2L~8P<-rZs01P!=t6p|cfc@)=K;k@Lrv1-oKNNZ< zMgW92)EPFJE5i=MZmp>%JCJXnCbf;2(a@ zOKEt<@UbpxYts1ZfB;S$LN!Mi?GPRf1yrgG*Z1q(@PvTlz0U&RYYN%#?d_qZHR7gq z*oEiBZbp9jBvg`&V{(K-qB71LYtsY{?Eo}_WV~p0Du?tD{vHkjj|zN8g#D=uTS2;f$T@W5?jaaYEM08R#t?4_`rHk zplXS*KJ(=nG(re+Dlk6~mR(@SWFQN^N*UU|g5mP?DM#_0-xPHHx!if6uA*G-{{i6* z)}7VYJgrxLV+Jg%$60R!iW@9a_$UCS36zw__9W?){MQrX~xUAWvCBoE3x zdBP=eFdb6B)WZ8M+Mo!dT&gTstY`t}07QGX+y$o2*m!RbTVtB%k zYq&xrRC*OW0DkDF7kqAV84=YD78G}k%Q5P^3Th*dWv3&c=H<`e#be#ZSE>pn-6b8_!>F&Sd$l&+BqODd4AEt0v;rd7hw9o{%d4@b(ViXAOYR)`gbb<1O_k|`5+*kHh_ zerq?cX`&fL49f!@=Iv4-c0*3QF@(AyNWBc@xEEz*!T`OFJ@nWeder}<$PoHK|9}7p zF3_)ZRbQ%r5Cc=l5rBA`mq6AX1G|_8cNEBkzC&!@d1yuvJhX(w*hd~!uH_zm&5Kak z^hLu?3utrU{nS|@V%y*Q!9P=v1g8HkcOpQ{X%B`kE<-JYDH+)dFhE@eD}|NV_G=6SogO;y zIKklQuX{EPhL-;%neg0SwpJ~N%%Zr_fI`>7gh4<9LL?U&qCQs&ZSGpY5di43?k_C# zVzjvbFtZMKB|YPN9qqb(diC>+l6!5{6#3SK2`Jz4*~UyHd$-t~9W)n?Cxmbrv@}PZ zJSgcsGjJAsyz~O6-#Rv!$DJ^$v0h{UAUf&`mi(w&2;)T@4lIiFv#o=@2)8XFuH*(hl3k}BnhbmVYUqmVN%6dugJR%~Y#*=6M_L}y1)u$y7l9aDi$!nD06A82sQF-z5)1=oMdu^bW6 z;w6eJvHA@cV}Y4q>W?n~o~~=RIL)Ty&#SQT^8OrNVW&beY~e;ha##mT?UMUlU`yNp zxmKa>d#kB{1x5M54PcDuJ7D7fdvvtGX-Nwx(`Fz>w0CyC1D{WarT!a8GBY?bORZW= z?^Bu4!aD)5iWEjyE{l=89v*#W@vN$C5j*Je3|TC%onK z+(#zxv~Idp{hh!Pd5+C0geFMa*x1C)>~TZ{e(Np{WNH7Xe6cy8;jhO4n240%4`C?C zYp;*lov5FMSNYuj_*qcP+5j=Uw^ELL4%70+EhH0u#6I~vQ;q!oX^d0FHoxC_aQaq= z0#(eSW=8#TqKXa1qq(+HgR18-#gmb0J~Qpb@M6lbCQbcOBJeaaGHxdFNg!Dpr73d_ zN8hxUKHIgO*mvN&w7${IQe)RoINys8I=mGH3|v3i+!ye%P1wnjM_A85ydA7`D;i_w zhAdEsUrT=gE*t;>0|vn!hN3$XNP000S&DaC0Z@%h9T94AGrWWw01gLe;%6gPh`2ed zuOi|2OBa;pinY#J>K#ocIP3o1gkY(mAwfyST!2#(5nZ{!ZB24IH`|B+LMr9p0!aH}~V#l+ujhEyg1kY=!!O9S;Lk zV93CiFLK4ivO=Fr`_ZakA6@(iMB###yR$HG6*&2@JbY(E+__S|+by*F>NPLWg`sK% zBxC*O``JhZ3MVmMUgcA|oyDE+l4oM|BX(5v?V*4l;CEixykjzn0YhPmWY1aOX>%VF zogFtbGc!^!8vys54&1@dMI5FSd*}{x*#b0fY|I=r{#mG1t;({|2Za8EBzIRLUTcAVeH zLG7eGW&T;5U*z$y-_ei6rPe6-Zw2m%=m1=K4u{*1;S&1L#pbx`9+0GVu~T8(SxJPK z5DT=7P8GC&ar$Y(KlxvSen@Y-qpvwwx00Gu_V&R_sj-pr*Ux)6DaW%k`4l+2TU|W z2XzX2CScOO!L>u&-+7^pMyPgsg#dn9-#xeWQ|>M$rIlkyC>9MVMv2yq{MA+C`nuX& z0|Kp2^tv%P+0At2&QrTL&54PC`rvjXsFOaO=sxwa?@9+?0i zCl_2XvD#O37iQ`M)0aOEmt3$3Br-NI_+I|)c6T1V$J3`@n`_G)j7NXh8dei#JW|US zu<}{y&+#Wm%}Ad4*pAbE(IG5RXEGiW<2nCwm)d<3`<>tgn-6!4Wf}8T5?;iK(|k^2 zyrH^GFt*4W6LZI=^vV0(!3yUK9WCL;OMO^N%Y^;SxYRYN0yqcfPR|=B`qzbg@3I3W1smx_AlNgzG!)IqZ#PB@7<@3N z=00}^H5`&@E#|t8f-0kD5f}DtP&{ReT#HtOQ2{-q6+)O8EByZ%W8)O6`Z2bk_%E^5 zgUtopUpZd@5GI5Qw>04`!?GKH*y zN3VLmInMR&!oATiy4yBI0XHqgvJe9iR~rc*_#+HYivWPggQaVZgqM49PL3e^g}9-a zJ{hN;u%SNi2lP5Y_p=+;cePCS?Jxcw4TF_{UnXQM!4e&|&QR)={N)v`* zDH1^lA0VXsJ*ld!>}_X)G}gWmcteT7f{u`e0lQu`3WWv$yMe+P(Em>?0msEGwQ+ES zLeFPee8s0V5ylw6Xa!Z)TX>i|i9AgUaMeK4D}Xj$L`IUs`vc^rw-8QneC&ZTFC3!& z1b(YbTMiPuUgvTMCs0>Kb;Ium*UA)}?u)i$!PqbpLHNp0d}ocVf&dI&i{Dl5+M(9a zR*_Ip_(R3^2O6#iyGWn{pg{q;ojpbe{{q@OY1T;K^-rO`89@X*0bFno%(!8N2S@ZG z=LszkPvMsPx@iWdDk5+B|Hl%*Ymo>q)SP`HYH2778YvXeE7!8wPEjdPa3Fa#{X5tw z7P&IIli0hy0*7k&Dyd?+ zhIMOZVXnEHb z8v~&MSYhLSfCmkEPa;+=Gk3R_0+(<5-8I`Z@2&iQTzv;Pm;Kv53CRi#TSiDW*(({z zE(+OOX35@Bln}C4$jl}rd~M0zd+(KzJ^$BTzu)`5$NxE=p$hwTG&989Q3d`ieTQ`?&|_{>JQ#H~Mq2dtko_j;(NpVjM5C zFng=8NRLF^X;4y5%oN1=vwh`g#tAf!f4cACo#j_vXmOgHp8grS>9!@(3L8PaFoJoK zK~Mzv%Y8JM9c1E5?2cIe{N0VgZaJ8;;ES!l*ygh~CO9@!fS#lBK)~Z%bm_Z&sHok| z#2`wXhshG*3BsyoL!8>rP}GfzaTm}|62+vgzf-P#zW0-o6Yb4?e=zz{ah|_ihgLvH z^V($=-#C~iWTwzab#=$W8Md1=O&Rm5PWjNh!&fT(hGw(0I+n^g@ErJ=J1HYNgnVF%Wa! zNIp0_qZnk@_MVa6jd|jW<>UDBLU^R<)@~mG8fYsn?XKSA!ZQXpmaWx%db6&Zse>fV za;vV{&u;uml}$G9xj3j-(gM=H4ij#K&ZiC{uIC;iKr{c$d@(@`f9t#b1HDR8LGpD% z3Qn}0r+T!xGWb_Z&C$DOn>RH}@$S02tAOA}p2gbN79>(4DpV3TIbA2^m6gkut3<$A zCA}tP+m#ZorsKv$5V&p{o0+8og%TLc7tkQAfT}SCn^p;@8yiRj;KBy=(*-dwI7H?( zh&MQ31jzpMKi{R=H@G+YF1Uj=24X@Cu1|{)0;i zB);#QL{LyvSaSrDIN`DTL=~2<+AJP{sJD5pEMK3a2T~gX_dpLU79uVq|73hUc5mva zN6pP{g0BPNctC+^>}EGQ|ML3?Zs+iQCoouQkPfihn_BxKxCh|q!cgzv9)cwSm(LuG zNx<(1AWt~4nqpFMLa1PF{#OF7yaR{U@dE1ZofzXip1SN zoNOUP_vL6l9*>Icn*Z`B3sL8XRO?_~mM8kFB2l3bdvSch)cFrsFJ8Ue@7QBa?}P`e zkZaT(xqk-Mo!CY6?1fv4Rx&Swfc`tFlu{gUXF8_1(f@h5c44IEo4S*ihxOoGgY;F9 z!Kuz)`K@=I>2EQdxt@Id^G;y6WHRCj283}Te?L>TT3A0qB+p=v&Nm*$*x(kcSma;5 z9xn>)rtEKXHDkw#g@qZm!qTeXBZ1Lc1R>xtP5qdgU-kOJ7=2DlOP^WZ?f7!J7;wjt zODIduw$HvKESL5OK_$Sr8BiXA+IK%P($dor|J4;3zA6z?OMtLdG!cD`)v#f7Z#38E zQd|G+S`3)UbZu>Y7C*)d2*UiK?=x^V=F}Fr&wp~v;YUlWFLp+{19sm^eS7OyK9FIU zjtO*8@P`?J#n44jSBc&I$|G6<-jI|+j(;?2?q0~qYfBikHsi}LJ6%O$5uKiG8$@cA~5IX*Z%GyqjE0gt1SCqG5eN-PHn z5cgZC3RF>^9$>I0v+CAi)a0@bMN0nOZ+qvH11_{r@3FeTcnD~W*(RHAk!+e@R~Hsc zInh6fnZMTu+dtsbE{s@skg!~p2FGorQ^mRRc`oe{$(TfMS%Un<^p<*+(Ov6B=K!gc zM|lC0CY&ls#9?l+5#YC@{>MxEM^%Ydf}vw*MQdb=yA z?w7#3p?4Jg_?jU49CbaLORs2TTD9%ULYTbPm*EWoAC67$5PZHLaznD9)twg`{=JVMJNi-+AS=M21lu#2rk3v1D=TtM%|W8SQy0GUI>LYr9J_q?KfSMrii`cxOqc96|LYp;L=XbS zjmCWwUDxx_q!NrEwT@x?7Z34Jfwh+Q>qq}Adblel`6u0dA^m5cC&k3PgVBl+tW+UO z-)NsdMa@aCcpun${ zaRMAylC4gFKY}3tL~`1C8o%n*%#|uM>JSq>^-H?C44R`}=MhzUu0llK6$Ff;7xJ#Y zeECyP2Rl;bQeU36mhdg&De34k@{SJgrk58Pm@ukbLm$1w!C|2N{NUmm2yDkSZ8H{6 z%}8>muS(MQJ;Me5;>8Id2#7E-e6-r!U5%P}>O?Wfq@DCae*M)1h9BBwzug4|jpKgvl-TI>@Y#qz{uqawsTRp(+J~)!{nRkU@twF1W34m! zDaWH&yV?sc*|Fb9w;TXV89JZ>rwv_zMIYsVi~?IZ0s{7LSlzMU!lF8OU_D%P>jDM_ z`p4boAU(XL|Km4=45`4y$LK$PL;gaDRx>nK2?Fci{~> zF@zFEKOL;1lNKvu^?UZ)ke$$8KLC5*%LeDM=GTcF3&OnfJBU;;EGi%~m6ms2U=(eD ze(?hEAL&4Seh}4pdie_%ohtCHYkC!K$Xv7(z?4Q+H)F8zz$Kxq- zJ3nJIDTErGkS2`#Q^h6Fi99Ud-5xt~(=k(Qk7f9C7I=#(_;TO`HTb=~1=st}uqkBn zdvSI)HNq;H8|L(g5j&uwQ;0n)g>9t|+*PCRGKW||N}v>ag;@T`f;$eU^$4#*k{A`B zy!@{29vsD$q<4H$w*i6y!WRE3<`}gLIKv81LvN1kAr0i~g#h_)&koT;jX77jcAArMD^xt1Vey?@@CFnOsjx{5<4j^A5ycKLFLuY2cCYd1Z5 z(r^#GHYWTYYmvv4IBzA>)2V>!N7vEC3|bK{f|J9HJ=oR^xU^u^S0$`@jLEM*x@YobD`aMdr_LfA!ew+C*Xw3sIQgnVQp{t(EiSH z&*ZIJq1AIK+U41n6~_y6Xk|7L!aazA%=I_F0nAAS1v8m_o(1$GKCt50aiwy1cQ1fp z2)EZL;snJXxpbfK6@F`AA+Z2AA^V-mtb(W13n?s{h^`fgT84i7h)hh-yq{b*0U8Kg z=2_52R?knUwwuN+c^>f|b?!-ZgZ-*uCpE3-*`XjePu0f+Dm;C3Z_G?h9vYB~Xn-Zo z0L@}LaH;0>{f_yo^*#-pMoOz&EDoy`mT$L4C1JO*x)+4}L1m}L1LnZU%1iDkOC5Ct zTLFG<_u{?8b9@Dyn1$(&pw{c4%fMHBS=W>7VC7Cxupl?F^S(|^Gj_RKlyh2VJnf{@ zit+H4o-2;?A4UDf%XD==95C{9=+E~zImbtzGWych_*pOLM(=#@DdI!5e^#8R&WURLK|2kqaW>{i-_J6cl8r$XnR^xFy=PwVc@>aVFJB z)N~^zSAa2Mg3B4Vt2V+g$|gpboPPfP_gNwg!5K_zb9=$bDO0w<>DDYFUJ@b6;i=AM%77Z&#-!VuD^aVf&t0_uP_f7uBIZR{GNqIAI zF5}8&-SlR7-mAC(63ZSQ%;7D-Gw6@FY&9=9z_f=xgouD%JBEooqQ_KDNrmWO0+z`@ z{H}f702d%RkX41vuQiZyxeOz}`(VhnUZ*Q!g$sZw)co|I`supowINDuSZRpKX@o`8 z^6fcMsN*&RtX3ZeCq+LHNmv~SZ7@zwZg3mVAjB~#Ma(>A)&n^nJa9^tk$A)~8`y~^G;VGeI;Ls??Ohu!u*o+pXtiyzIP z&VPQvl{mU35Urs0f$YBL;s&AnK2?nV%+!KRZWvF*5{~?|?Ocws-QKz?~9o54Q{zF#3I9 z2|)_vQR(RDezDS6Y=|gGt1pCtxEdnF%))ZnexVI9XM=x@c&~x>;w((UFX7`OY6!4+ zf{FH@P2pfl!Ia<;xd%h9zuObmkDn_3oEQBVx0>ug{r=Z$3A>9*O0qYvP-04p-i~Nf z1_m4G=1L|b?)Ik0{;Kod8W{i)q;Js`d*_S%(^A5YbAgcq&F?!YI4%{ah}QX)Z0u6v z!&sCsc(KIt+veHamma#GtRle}UJG`CDMo)X1^y4~EQ%;k39(1THTwQGJhvMv9X2?oIE}nzZ;QC?;lVyD z((bBgcA_i!li$fVQ;k;w6F^I#Xk^pO&awy|r8BAI^u4Z`b( z(`R4>AY2q7r{5o-9+&~swPxVY!JaoVL8*Fo_NtbRV)|Dn8OyrH^YHNj%?83#1AFr6n)}9{M zfY$tL@AOux#CBg<^*7RzlK^PC?XCF$;D=ax!tfqe`%ggm8}Tg$4i+?=KH$!avAY{l zXm?YsG+{h(uGLu?=Yi;H;>wO*L#yfz?( zVb7U$IRf`5H!h1FKKFxZD_Bh?gRhFn`2Jme)(Bhbydq#*{ck;^du^kl zU_i_9uUgB6LJio4w{c{@ZkcNWEErHxUYT=Vs3HH33FF$d(Nwx*fcC&P7%{|AI9 z1h)uj`}tQL)u&ajQ%3l!u}H(^Jv;fMjEDk*AOjFGA1EkDsi|E>_>5pMfc$f)!eAZ^ z@2M7Kxw%}njqirQ`ZplOGvFqr7PUJod731WY`2q%ChQ~z(yT8FtVnYCaNe*KtljR* zvcFdUwqMft3kf$*FG9fpi3&qtPm(s@%5Xu4IwL-w5(-dIvz2Bmw}|DF%X}hLCxo`5 zwGoSR^h;8jA%|x_df*B~V>}oUK%d}OTx|bO9pL|P&q{v03-|@pnH4U5i`x?`Xpj>? zV7_*AbhM&nm4yswN8;i%zkmM*HR9Wddm$9|=rGa>TFA=ES@h0IKAtB&>L=62)f7hJ%BH5KUb724E}-tqt(T1YXWv;^yJ$u5xp7|I^No z@bS^;DljlGKq?>*m_C{3R8&;C4kz%u#=tQ9>y!1`TPP-MntmTpSg+8QO6 z8It}4563FMUzZJG2UKkJ3K?0}f~vMQUX~g#zj6`{_|&zLmGIv~=>ezjbBOg<3hxv> zl#m`u<$fauss@0R`NqD=PBqVrx;k<2pH9FoQC=`8%(I z#6l2|d^k6N>uok&(}!ekXSe!oVYx!%CUbmG#N5G}EEqHK-In4Z3W3p9})=Ath)u+(#6 z)i>R#*rALHN=jemmd}3j>b6Aa1K>F`!4%Ec-~{Z&cok zIo}VIOZ+|ia-YG6U_MY*c8WfG1Og~9TCCrkHV}ie;0z2vpb&%Bhkq0f4*B}2U`<8< zD~O8zsD(;d&4jx0Cr1!y#iR^{KJecjFu7xt_y})cnWpQar^|S^YRnc3E;2Q%S_M&1h zGP8jHPVp!g1dFW)uNN&@xw9yno69QSw0GjlnA5I(^ zk&VCsAi8k_``?z_G{7~Gi&u<2$E3VrwyVO7oI0=b>RA73DX-hNTMicDEP$QB+|Vcu zcB5+(9>kNLZbVV+-&4!WF-RG&OnPxh8_x;8TI#A+i`#uCkH(kFVf$ch6eP4k8vYKQ zHYx|(O?tR~0EpyZ29M?qZ~Tw02lYHc$^_HoU=Z&{BBJBzORLMk&4gq5`BBz^Woqne z8jN5}u#E<*QEYHM%pvYHf2<$YwZFHwfL(A+pM$PRwINz`6P^ha8tRGQGE_ez0=6L` zaPFZFM*LwB6;aUW;B?(FFL~a78C2NnksJiZ(FQ{W2GQbPVlc)5;ACoL1sUZ3^$Heo zDSE=-oxU$lON$PF1b}G0VlSdkifBYZU{y$@3=X{ERktAWLuS8BmS~pQFbA%`Ty}ZX zVfHT!J3KeE(&^;5N@Y0hU>2)cYmhSKc04deK}jFzPf+*4kjS(Qv31pcg9$>)upX(YK4(AMIONQhkEkBO zodQSCN4GWiIrOUW(9Fjx?sDun0BaL=32ufya5j5z_oA&A^$96RQyY1AR_N7o$}T;< zMr4F15<+aJD+Ir%gGQcU!3{8yAbj=*uqI>@4si^b26>0mAkIdA`aJs8ll=kPY12i*)0_L>oRdd za23eR;nL6UDr4?ofNCAmJN(Ej_9&pRPQma%1C+0BWn>X|xla%HXEPh_Aj)@neZ%vu zQQaU&RqSP}jL4{$E`Z?xV%h?48OS|TurMzHbZ!__y0Y2Bj}OHz(#wUSZEbC>xHZAl z=f&C(7pRlNt}zgUr(vTnTFgU;&uR$V=P2lbV-E^HKY!Xa=ji|$Ip_-cN+1Xora<|E zaJNfs#@}aVGCK@a0+k3b4^Rr{~gu(oN<=akoXP37LrM z^=GN^r?B(vd)|9Wd;aG$VXr{d$s2{)&T z$K!#&+T6XEc~~N?S|W`#1@|46i$sLT6J$3+c{^`!yb!SaF-}XeBb`D&_R2$ARio4j zQK-V#l=Y(0l1x&;IU?^(wjN}9AZDxyMl^ySXvB3DMnx|ZZQTgqyZK;`uj>nWd%PeC z_;iaq{nnoFJYN6AcZA=qrKrFu=}+iIrI>Y}d*wldbIBKivQb4XEiH*U?(^jpdf8xO z5SKer+Xe|Za93}KzO4hMYAzd9`vS{f!ZW{qMfP)$dShp~*B_Wt+l%7oF+3g4!~((8 zWZWBPt5jAN1ZZL>oA)0+d82?%F1(aR$Ng$43Vu9`dn*uQrln|<^8s3OE#OHyl(kYR1k`mst(Z{@sYS`e)+|^ ztKD~P+4b0JHEu3R{~Pdiz8@&bP-PK^MD`>n)EgE`eYro{MCiV79;N3w9c!644X)f0 zktT?VOA2$29x4%=+Swb12;n(7)_wi12Sp2bIlgKOd(=|nFEX~K&Av=2Y2Zw~wZo*{|slvv0n&}O6jGk>AqN29O zZryxTOw*}zfqcZ3Bc7mm_(SXb`wHqp_$i*`XrO~khHuEoq&<9}E0?tBU+^4dXBWL% z?)mgHhny|T(9n;7rdB9roSR$IK`O9o`aVUAZC)^}tJ=Yfcsc2@54Wk7Dak#>?CVBX zGKQYl>0PwN#2qI}`>P{;S@GZ81zGhvq`rpEquMj_GH+;RB)#u8p99;}xfZ6RFPWJE zqqe97*nj*3e>-I-P`*3xY8(!Re9WKWg+sSGJ*;9(1 z?vH{tZEMY=bC$fOdnAR|^o>l#HDu*&m7i&94yWY9(jdH|&lXbgA2u3Dl>0W$p~-^r z8(_CdA5BE53Bji&`O6nSdG_y8Nh?VY{p6dX9x}=-ZG!hYZwr5zrY!FzDmc>V>FHR$ zwchp9<~?{J`c#kuXO=UPOrfELNA!kD*pbs=MJ*kon)Be!{#tj`hOUQislC{g^5|Yy zUXxR`6IOh~9xnCbd{pN`N?-@#G!H&Dufgpr440$w_swDWU#xacIgGyr z#=hl@Ymawb$*MeDh=U*{t+76EpE)(@-=k3S&(7`}7%(gwr4X?#S`E0GT<@QLKa4?5 z-MS}|1%KHYE}zSk4>sD;KrRIYa}4-v>M1yvjmF$BU|0Igx#L!RPyR=uMwH#a!pjc% zV`2L}y^vw|XkjMLwzOO4b4R6%{pbm7$R9U>)6W1>d4IEYvI?F&IbUHce<=( zWgwR~-o7IlMBBiwA&CQZ5|*9Kf;N5t_U17F!7K@-P@(VhACIg>OU1h5pI2Zg_9U-Y zqVr}I*G;a)DKN$>nTb-dS?plq)0YkiRs1(Lt?$xNza1&HMt*i9Sa{0J{`Gw^@hc5( z_4-6r9DIb>@mldG-orCKw6-0eff2O2-@v= z7VI4z^ykl?XJ%!+)AENnq**M(zpA*L)3vhh_~SOfPNd^E7{rTMi(yWmiNd&;Zo(z=5s@(>TM*;lVuKJA{oPv!0WXG@4UR|BPt|(LpBgOnDRv` z05mla@Q3Sbce*=h#1}^<>dKqsd2}1jJ=Y=)zn}QdWV_Skd1xz#mw&$F-mHEUetcm| zdjWAo@aofAqp!}_hayIUNACNF78j!(fY0!KxG4bWNyDjOd)5@LEY|YohHfTJZ~0P6 zAhJ6J*PMx;KPr@7cI8>~T}*ZLIIHJIh4K=tc0vhgiobKb7pe%iAfi5$mq-5z-1A>T zm;XleON!xp>+g1&&jLBBr$S|^Eq=+DkYAOSlOv&jb%{#SAENpeXrb`{%6GKCL0AJp zy#=hl+cT0pAA*kY5S%6WXj#>(kVH7iuZ@&wwms`jT>S7f@`d)`EScSwfQ?Aw&;9Wl zHlJpX=-CdcT5xkYI5d05KIz_>AnK~0lZQ1`wLgK&d3J`x31pFxFYf#Pgqz@21IhQ< zU}24FcbA3@-}Amx;HkEm7K_nQ-!2@x+%;_n(Gya&s!7>X^}D961gzH)=IW6f$@Ke* z@>J%_fTS4$-}7kg?%zm%G1r%o?9`vy6%l6S*ZK|1X^U`FY>+Qp5~yfk7%WD``1llu zD_2#P8FB#r@}+(_;*`jnor9P?zg{+(4#C)JqB3SN(JdGOnn1kV^aZ4#t*vGn9=j{Al9vod<%p{tj#u_&c3*gNzz)JRRu1BfKIEez?Tmp18M9b6G|Z+Pf$DtS#h zIVT5i(^L{b5>ZHj)Z(W*;bJSBc?U3Ss!oJ%tpmx`- zTq=tcRpUETX{eu*Jk)j_v7MWA-C3TqpBI8 zGrSsyL7nDzOo^l)WAu6{A)7sD zxhvRmL;7*4%~b|0Hh-U=dUmhqW;m``OMG0jzBxm5dMB@35(R<{3a&d#h``YO$X#a< zpj!Ae2Hvn=h%wuS^VytUD(5#4UIad|nNHWu@fjJ3gH5TZL;Qiv!42!NA7qTa_D?HY z2K$S@>zSU!l2n`y`9|Qqz5P;w@p0;c?cw%(C0t7cyM-t1A$kI|&mC1S>pP-Rt&Q>= zRShmT;+4-b3)>EkCe_Sxr^<_Ttd16NOR0tMz3p*-&(tS$qD{4J{7g^Dt1NM36L#C1 zYrtjy3@Hvd>d+qgK|FuaOyy*^-NLl`tV4?X0=12?I1!}%qS}OOXt20t1cr~Q))_al z2+pm}rh=kKyOr5Rs0m>hVE_y(B92+2F9dXF7rL=7vh`ybilrb=ZEWCu+cgcRo%Yp1fPb)gSU)})w;z11N4mO7IyzJUI1H^jdh~h0 zN4xKI%R-{L&wmEWQt0E?*%mlbWw_k-$cxUMsrbi)-`k=@8wkZo1^XOs>ph$HGc1T& zGmvPZ*2U1MBsFuukLXRT6?NeTzU@2&9n+B#3uM#m$9P9!Gj;3XVp3;;K|OhnQ)Z~g z&16QJm5{Y#CcHkOJ1OH1v?CptbG6kWo#vCsL(2gn4GoV{fHP~5_CFz66G8#}5T8 z?!=c|!`i@Dt@x(BZH^tkUdHM48&`Wc{dF%EVY+J@=@ZS|wzCbd?3RyP4VV8x7^6TL!y+RcNz&T=ozdnB(_*Qe9fgw=($Q+Wh=H+ujJ$ zaa_3+tJENKelQy{2;S7oX_Rhjh3L(}Pw1-jn)wsCWaxp4X-HTYm6B8$%Bi~R< z(!W-}D1{_KO@cfgD#VJ#Hg2dx!r(2k+1V+65{j`&d4=l3bi^*)SuB=FUc6_^a4ZnNL1Y0JxuyNp2E=&s2 z=FahJiP&B~%v>5GFCTM^*T%LOioYs2Hgki9sy*CNaj?VZXU@%ejgqejRYFy+%sD{2F{;`ta8`uK11KHolt9eFeBN!t4=L5wK zmi+O*u5^fr#mU8)oE2Pqxq6`!H99jTPAD$1SeJ)fJ&1f!VPV9gS!t$cog#k}U6bY}0fpPT==0b=2 zsPpy|=|BPJ&6{2a^)%&wU-HTHd8Fg9aD^83vLO%F_OeJuMShu~s`E2Gw|X zQ2V}v!`ge%HsH>BQr#r(bw(g&mhsmS^3gG3>I4rkA*U?TPo!2puZPyCT?vRjts zMYl8**TnEhVQJl;fT|!)QQ>sfV$4LuSNM0i?_FWxO_S!1ld5*lHnTNar;bBPE#tXX zj&);`h0Ww*ycV3cMEqhio?qq*Icrv9vrRK1dl~~55Nr}EhC6_A83O3)EJCf53eN@R zy}kK*;*g`D1~WD>kv2gm_>vMwU$VB;>L&YYbQ7pPC5Dib-~=|z@ztR|}y04sp&Aw3E?#GUk`8BS&VNEG{!a-j=-}W0%&LHjiVDsRN$2o2&eN@}`_4kAN@k5K;%&s@nbJh8_$|%nN{5ZK_^yH;m<9 zBk$il`)-A@C7WIgqP$I+@HG8lt?3=rbcaW-lQ6!;b)jPYnIyhj`>_Ej}1!TQ$~YFSg0Px_F(@u^*mcuvm?ft_?Tf z2pb1a5)@}2{mEZ_>3xT6LUX#Ye{f2(>aF$n!@1oxSePz%-IozObN(Ph4-G6gWUw*k z*`Qay$6`RkV{5`~;{|kUeXZzM;?Y$8HYSC`R&bEs1o`h#TNDO5iIk9CWRqsV!TwK_ zp;6>Mg269{ta2GBR?FPG=TnVsn@#La8};w&D?!-5DJ(3UB6O=b*c{4NbD@{^_9WT& zDf4-=bi-+kSF2DPU=i19mvwS)`QuHfMSQx1SLIsm|x14WrI2B6FNF~}XodTu&^ zZQ)pqw%hd^gcL1a)b4&+P`3%*h;I$C9Na$2PSfC5VBGJ`r4$=`vlc%&tctF~qUK6H zfxFSRGvR%zX{}*q(Ybshsg}xV40y@M&_)fz4CT$6H_+M(8nmNI(~=nE%C*^p#m}5U z+N2E(lF=@d(v}Qcxt?9{uZPC9&Zdk>g!)~LIWJUbnUQ%iJrGGQl;&Th)cN1r6V{!d zo0|rXwLy_zGczA(O&8XAiOOWhkS5bt5~Ox#+6wnyY00C1gk*jKxDuc5`KEY!+P@+V zl7Rr6ot?t`uud@zHJlFsBd})2K!L)05YKCW+zCpQAh1!i1L2Cl-OceDkCMRjMbPsg z@lZq!;1t*|Dy^)nAjo8CX(ZTdt(j6};8QnQ`1-5Dl><89;#TuULxdNWsHyE2OB=HK zJA9m;QElZ3oaQtocf=d^)?{P$2fndt%`Nm*qU@V~@!L_c&Q9Z`3Y-?oCR;zd*>wUI ztG+az2R<;?up6<+Kn%n8)`sf=fUCRqRJ-<8ly)85@dGHKRIf@W;r|y9ge0bV_07o0 z$n|&rpG~;PgMtX0FFm^Pzv-6y2u`61NPpr-ZaIqp?==iQfj7%A7t@->8hLoB22}4; zfJbK|1VRr}Pt4#E62l`r6M{Aj3?i%w@GtgiQ-v`=#D$|hWL0{7SZ~6d*RW6{Gc!{{ zT^%A9XN&@PDIj6FyUbP(PP`~c!6ti&gC?dgg!tvuQ>ecH#oUCB`UN~>@Y;QB+ehP0 ze?DIE&8)_oy3%p-33UROuWIv$1^<3a7yUy+z71W8+B_51gCk0oabncDjme`BFYZid zDqpnf1Ip@y_;F1^tBt;dsvq*@+b41#M2(1_>Ns4xq4SDpP{&C}LWI3yi7u~dPYc>s zDj1p|v1G-hFYzSiO@eTu;VEPyZd%N4vsqg?;$*2&0 zg>!{)iT)fYt%f^G-AAXh?alTN&(Rf@h6C&UmFGcsZegC^3$SwW0>d{kG*9tNp4GC; zL`8DB-q;bol<-S_S*<$S$UB)vw>eHPnlmmb?P)vv-svRjw$LfVQa2SI768k&AgP7G zR53yhEMW{=5UaPrOc+7Nz76WiL(4e~U!X6Ab9np$=|R6583D^0>fQJ92v3i-d#sB==6Pnep}a$t_NcN z7!Mv@Cm0$84&8TDrRkGzcaLiy4_G7J0h|7(b3mkxVIETn_AXFY=;$QaoXJ8a0i%V? zkR$o9FCizERA?io_MM_PLYjRW4U^$$1F$$zB^=FJD~Ix=RuVf@VpKXwtW~b+SPW*R z*7!yW!g@=kZg(*V>b4bq(J?r^$87(Q>bYM^7q6p@3w2l@DQ-`!j}gSw7TS8n;Ok@3 z8o3225R23cdQIRkG2gzO4A(c_V{iCx^9ZttKgRPqFI|mrF{hV~uw}F$^p*X#@ZSafV=r%vsP5K=ul}2=i6dBOt$S0`kpg zK{Gqx$CtvW@SzJ`(qCNCKT0FkT`ug^eX7cQHzS9@w3huz*ADS}dgZ&zBg|e<@1>=s z9WgtC1lV(j7Nj#IlorinGOgXt8Qg9f;mInMZc+!<;};F0vpi41E6i?hEfhF zK!A{E<>ulah!2qBVSzPk?&J+*{2Hlv}enjpi7lwQua{sqx8snX3-u>;>M*5*%jL`IaXaHg@LE$lFCqiFa%gsu`~Q7D z^4X@di2LDu6nZOq2^pFecMVdkfj%Lm4v>3ln%!F3kV66jlmkVqM!e*LP>OwrKupSK z6>W3o^N|WY)bR?`m@szlTc0)>1hAGv7`1SPx``VT@WC|fm zbK-Mr!N_Dr^@Q$E0h zIFRlR4mh5(IP|;VY#~xM?nuFu^b!OvGsoQj#NkoAAnF|mHu&lDyzSxXQHNz*i{E<; z5c?2yE$94(3b}i{H!W5YGHhGjl)5io_n(O;Jiwf1Wx7~n5)W2{A%42KhZk=1PD(^J;Q%~iDWkQE;0du z@CyY6x>hcMmzKTAiQFfGbG|Fuoz6>8Edv4Sqm15H`+{WUPc8fT_65TsyJy>=`66$g z;ef@eR~-*eDFpHnlx|QdLE3|?i`3pPevBg>OFS&Gpwq9_%DBO(%xb(MB1G)y5`;OV zcYxWT;A&3s=Z^LY4$t{!6zXT81+fRgdiqlfvZRIGnb)VQ=$z55w|R_>p6ELWYa|lh zDe4)H9)A=2`#zb*CbpvoDiQ;G;m=lc@daHscre;7^ASg^-j?}Qk+Bln$;+Bko!X(3c|97?|oyQ`M_U!Q|I=LIFzd;P+%7UQ7Hd7PPYQrJnE5 z$5w1?IU{ySPrlxri#>+O^8$kKHXt-FH>d6iIj;Rgx^WCb5eXR?nO^mh3n|M?7K)7N zw0;B|_WSFjvOoxjr^{b*nlIS9^9zCpiuFok_oA%lt;q zyfARV(xq6RDF64EH^c1@Nh)s~>deQ6J(z#3+-r$tGsa*0b!+f6!i*+H3ARWPm+CNv zM6WX!sJkfiw-?)D>hbxGP5d9Apfy=>!B5M91n(f{z%$pMwGsQTQX+M_$W_4=7Isy&&vb=peLpLH6H zx;~k!&vu;9MB^6|{cv~P`pfO8t)tcNcw{pR;hlpo`sqoAGz-H!ViLF>Hlh82E4eth zdI^nu{pO{?+lY!NNLJ(3Anya%3_o+rCVs&q=>)8*@n`klAR?zAMQ{Q!5<<1zZvWFk zw>5}1`mjC;-*l_*vGU*V0laP-)Ttx!g#qWpAkbaxg2h!j9`;_d2ij!N%kNqw>00Vq^lT|uE} zDHFB=pd<#fw7bicEh+y+3=JUUzgp>&(<7u-rYd6PFPG8lO^z`N@Lcg^Rj59XbqDmh zb^db9=X_ejm}fQ5zpV_f^g3y%nnc8k07He@2NYAaQL;|Z)j z54zJSn1rh=n2-`Lxy|ZQ(qdB&Odli(IJAHJ_RZMXxKEh64Wex)fE8IeIU?C4J1{?k zdUy${{GrY-Hy!>B`pvWWuJjtaySTUv-~l&U0D+uyr*DvT&Ahmm^4%JK zubHE1WloEpo7~&`g(HX8tQBJ7g}1cD+*j{+h|Z1`Y#=AD1Gp6TAUy#h8gi56-vGf- zS|NN({mGLRx0}a2z)(cP!Xv%%Qtbycu&kOz3_U_+53k;85R->&ugtOnpd3Bx)01DlWD@L4vh${wlp~yQmt^Oz@!sq=dGA{N%%}cuOL45M zqR`^n-ws=u!psP!G#||pT^MUlprTS&zXnwl)M`~cAcg4FV9r|v`?g}IJCD6xThNeR z1ZH$duoVE-4^l!pLl|*^Q5YG&HMw=LXykETWte}bFrme|mM1h0BaxptyUZEB4l=&y z?wEhaBvx}^Ah_t^EJcD2)s4TQzb+CHh%SmZ(zN(>Pt#=KQ-U*(}f*s-6;DdW8KyO*|3VDey}F zG~UqL1b)HGU$-;R?4b66H4OY3pqSqmvxO?;70@dA?poja^8Ou>kUMlp$gJRTZJbf? zto8QYx|ma`X!oGEZJw0?i{3XC*9xb3-}K5n0sYLxACIgKX6gt+mz{kXA|aei5W+-= zR)ElWMJq7E_^$yzInN0T7%K=|VyxMu&$&6%%JFBMP~5IVa1n8&+8TG7d;xBfJ-L|y zVe_qrzu(+2*VFnnv}P4-IU1?D=zOr>%k*;Q9X}VnD8}+TovFbjJ&TgZW9c7fa*Gdp z?6KIRd_>*!J4@?1hwx4ItAEpdjmKJ^j>Xk3TuwS5S)+B zA)L$u3b_cWL|R=PNUxur@Bm`%5L#u$ig%_y93H6CjI0#6QA18_^O7?ty@`)80Fba z2Ta_CV)a@|F;9n{yp)>TOt3p5Ac)-1R}?G|-4s1AYIjp;Lj}CPFtm8^&THNIV;x_@ z(yK2#HRl7jzT)zQv#pf>ZP)Eeh*i18ys>HAKSB%Gcg*06uC5L+JaUoZU-iiC{+a}? z0s;dAYnka*yQkg2sTwbrq^vVwqjpm@=)ff#)sJj99wfT`mkj#kD+06dk6^vF$R;>9 zcBc->Xj#y3BPAyy*ut)JC z$bWRbY57$T__G9btlOUXcnABan4Ab-g0pGP`*PxoTzof5{D;?p&o(Bmv!wd;1GCyY z^YbOAXU8A&a~~3mpBa%*jExU{C+Uk2SAAiAH&6}t4g-H;3GvUN*&nC-cZXa)?6=hG z`Sxb`^*h)%pWEq9;w}#nmA2R)pssO*CPgYA@9dQ*Tjrm)D|a%9i_#Q#Q?`swvO{4ex#)ib7;;fXv4r<$W{(kx);Vl9hvSAj}Sfbnk`D zCOL@1oMIjjCE8c!Q0{4I`J3)slkPSn;Z>J~M1d5@85#T*ZY3HD_E25*4}LW>HkR@T z)?gKe#`sfIlo2N>%mW*Y-{1Z{)o{he$rDQlfVzr`xZxws0TzWR*h6`P zdaR)m96pj{KmiEI-y>#H@kES&!`KmR}^SbQ=Eu-QF)3T9&&nh+E!LB znb?|1sQ619zuM3XhwZE#$jm33=BZf}uxX`9iR_d>HVDRVn&3@=T%_7ceA)POs>tC}a=MvMv!mp*gLD3QF!Y<_7gWewo?U&2a7l`i*V z4UM0B>pr;WNOg%!yid=8a|=j1KT@Lt{rUUBOd!nuTx+CzLF1wvsD_%*FTt%r`g3G< z6Qt`r(BE%RJp8DmL8`So{l2<75FaH?hpiNa{vTIo9T(-gy?sg$l@dg11{A~s>5vc< z1d$L$5D7s_x=Xqwg%MCvKtj4x8l)wp5s(r=I+U(?*CTtMbAIn1`+W93;xO~f^W68n z*1E3mMRy09z6#P3W=zju`0gMl_t7Av#OBUU&bF6bqZ4~2e{gL<&NlSl*z1Kn{7c7A z4?a{qCgvX@{zCArI%bT>XBe;KU=!lwb0;G8 zqs6ehUqN9Ianokja<2Qrjp~g@kCkVj9g0^~eUb9Af*t@>+0=^tfjwb8tRD%{dd;vu zj!&9g4-5-qWu^PuU4tRCv@FZ`Y1a2Q%}p1pwNdN$RL{2!ItS1D`&tUojXH6>C1nQz zY2(G?>7Cobj_Ui9fq_+JD&TCqGqWz6M z4g-;kJBsMSGR}~K`PUNR5AyV!n9=)f`LA#~ghle=-(&Y1S~P?fOxdV+9G6?ZA9QvW z7nEHXikGFArnfeeJ{qyPnY>NA(X~h-UXm4a>cxrjEsbnelRp#ANa@B}Gwv@j451Oa9h^anvx#|51QP&2>@O&bo2$Q0;c z*}~mq&8zfd+2H+if90h|aFpRi!O#QKLb>^eo~I==s@>5-^gNsdw^cky%&N~TNGmOn zn~B8yepYthmvnR7D%f(>j@> z?ux?Ito$5x=g_@G_Q`$O#1w+9<;4dwGVWW;eMe*mmF{A#j>6o71|U zp00R}ukFxe9D1v(I2Z!#^fx@>To4m~1YHo&pml)|F*Wij_)p;IfylL?^c`^4 zG&5`bJ=5L>dBIiZ^RT1%qoAnL82skCg{F_~ltC;s3w;5bq0pu+$ksiRvJy zWiQ1D{qN>w<~qf$(fUtGujCChU_XIQYUupX;NZgfSk`djUOr!C7+c&;4Sv9 zP5xjrZ(AYQCwjL-NI#ZbkRQ3rL;m}-=vn#TCg!)S%F0lMvVi>Zha+!_%tIBMTX&}IqY6$=2?^rzUgzK#av1YxL6f+~-!b~_DDrpS#~j82)*;U}z0WY*;iOp@&{Vg`9k?6h zS1Nly->AR%THsl2Z4h!F)$F%4Oj&-&G!{pd*i$oHUj9T)w)|ZsOIZx9;jnB&{@qtu znPjJ?cbv>UCz1CArHgq^mHU{oa+95&X!)=yX=@T3NH#Y&42qsUc=n62R$Kna%9ss( z6myWa4ni@wiWNbe-tFZgI^WSfLBx-)q91&n+=O+|gtZjmrfn0e7^J?6lh2ukz1cv0@A zCcDRvzYUimou#vvE?wK-s;~EEYM1_Da{bkNGi@<~t%ga#-%s|j+rrvd9GvWys*pb^ zSDAnwh_h{njp}n&NYWJEnVDqE-B}28(&uKQ)f+8*xsKtmR>Sn+sFqt?;(5}+G88IX z${x!mOFdj_YHfN`Z@6$SVl-IJ#K7gp+d#9`R);=NbHV*JDAt~%sdTORYJ3cfOj2?2 z+m4P7kJUee*;mg^Q$3KM{NqzUB);DN7@VZ`_Vx>TJ+)A_A}3`KPO@oydgHuO?gs~Q z*rF_O6dyghv%lrJ_|w|jI$xCyIuUdF&{D_$V)zwMKg32Ge7qniafE`Jm>l*C{|8h~SV8!Q56dWQiIp||JKk|`M2 zS^)D4!;Kep``zFw0s^s*RKcN3kLxkAPwQYiK5ls0~>-S zG!=CFh3;54ASmS_H!!DOD>*5HAbDsioUeOf^aHcEbBYew(xE6;n52RE1m2B4C~_~1 zKGTf>2`qd7-H@BU(139=%j1%V`F!^@V&wxp@WZ@izEmUV{W}r8?J+dn_(PR#1U@q; zk@AfPu8ATK8jLW2xaIDV3grxZDZ@bD+CP+HZa^NvF#Tu{b|AfYaAIWS<_?Cp0AM@_ zDtib?rd^Zhhrh^19dz^(o>iFof^-ggL5RJA!-SWPR><}W3=B<2ie=p8i-tR(4F%!| z#3<_|2Z)*Zfvoe;mDc}?o@mtrMjv$B0JQH7*KeT(KEgd@L4BM9&a)cu{(@czNymDxkakqF4G=qJ<)`J=AIIx)Ic?_@L0Od?Q#VTdEk|7d zreI)Twh(_0wHvq_WJKjb?2b%Zpx-c-T?Xd?P(3MWXvp2Y`|4Q@m%Q5hVn;ZVl6%)H zt~zt5hO@Q9>>Ij|SJ~P1A&bfBsb51q6xIL+U<5&1H|E#RpPZ1oVZZe4wv|9*BnqnbPLOgKhHxD15(WkMSOV3t+cw|2^ zc>G46_}A)_hN|oJYUo0x$@Sm{$Eu~)kLs&(DU?zdKcemwpri`k;wsK(rt~Veo!6=h z3+&X>`}9rwD5mV%vx^LQ30p$vH_QDYTCkwl_9_p5C)3zlg-Cl%OB#mO0q*%!TW&d8 zhM{#q)&$;YxKahCo!q2?WN!@aCo4U>+)z zOu(MLnuh$Vg*+7h!~^~C&0oB5ReFQbY3>5rZD)$G9Xa8Fr>|f52->>eYE`XvHB~4j7%Kiq#;pAcvKXs+WIgcnsv$+UKeT zp#C2yBQrIXoS3nm?{h3MO6=LXSFUjb1X8fz?fIMViawe|y|b&-gJd$q(F1MweCDBGR2nnS-UT$b(2999Nuhr?~$7RN&|% zlxqZ4H2i@7^ptzm)%BCNRv5{$2I%Z8(%nUhZ6rq5^vThDYNZG)kc1i1g8MX~vV z!iX$y>sf0d136hb7I|Qi=_Fi*x#XUa-Qut5O*%%8$nvP+r2;z*`s8&|nD^9TyMH8B zpAUWQR;iJT!+ykL?RNT)2>XXi#YZ^pH^?_dWdBxU4(^yp%dd#!^(-O(W-DSBfZ zY~I7Q6P4EW)5L0n7hcw>%*Nf;zV6+-qUfyWJbj?wjm6J@_uTTWPS+KQ`+p*o*gi6- z?-5F%(!yi2@|$i23AAJH2#yObljJhET?$NE8)(iGJUr}kRpz{>r^eG(Xb}3mb8_5j z+u9BL2jpj_BKe^L5!JU-`TEqGBkqQX`td5!MGwkV7}#AJijRGqY)686qWliV#N2=z za5d=~gRc6=IPOSDr~%+gv78-W*U?u3p?fcVcU)e$u+W)GXhOp0LibgUj+)T+N>| zG#<8VOphXOC@M}?+pV056S}au6kz+AxGwZPp4sMzPc}2n#4Az5 zhep_*4XFWPM<2krLK_||Oul4{xsiyQ&u%*H-8>8izmdK&e4`(#D#xsByMx&)H2~*0 zNL7ML2{q_%nrA{2(3T|TVTiBl(peD5ZA70|i}x}dS2AOnaF@DMyz^pk$Z0$IxZk%s9TD`SkG=e_qG*=&4l|zbs?2qC6+Y{mkuG{XKkHS>_uw)04@gd506aQm## zP=RdFn~eff#MN#rwD}?QQ-iDKMA%aocAuj+W_&40q?gDEDDHI8DLRg zkhaJJyHC(idI>_f@}>@s}FV%Bd|i(s#-2D;>CR|LO`gd8?l{Y%yoQlkeI4s3laLXmuT5@#(y% zwEm^XxePeh6Hf07%WiD~)MrOLwwT#f~p~|bp>RD}(G+W}GxNf8C>feM!EWhJd^h~H!1c&BfvY)Va zzL)al^Ir7R`dYxSC~C2ZYksgN)!Si|qTVaRlNM?q(}!j3cOy?0#t_yeJE}Tp$CZ5# z<+d-0J4IPV7}$l9Vn*&b9~=hN=rRi3m8rI3vPuP2Wf!;GOW;8d73B7`%8xZFP)(~ zF*7rsOq}Q4dOyhcz+tuLv^H7MXtG#t_}ZCGzNVJcy zMzwIGM}EJ7d{@@$w9ebguEOMS@-T34Nu$eL7>i?ed?_0qst<_6QQUlIfu-T;%39|# zhhq0xIjyHz1N#D0EsSKf2S4_)FN^Rdd50Y8xkB1lE#BcA>)AEVm;5JJjz8!!vGCX9K~2BbF>%6 zzqSB3qkM1JmmQ8@_jc~qjFPNYQGTQNFt)Yoclri+j;r+P7pUH_2p-x-iHGAe&3Sa`kQ#gkC8wvTZ+ zl+n?I9npTn5$iVyP54wZAId9VNj28Xpu;4_h}nsGXZdQ~mLgnA|JEEO(4sh#nbfSQ zv|3_LXGh6#w0;-oe&+qTHB-O*%?jJKj~ya5tT+R?#=Qx0WKX*c3axHqPj3`vW^x}T zOc%s1Ir({vb7>dyq#rWfpj{fRSa0BC)ZtQFcxM-d(o?M-y@?Jko^$YEx{3@_GI}fq zl(xe?6`lFgyaI3&8xpktv8fKW7mtkC0+fS7)ep!pTsn>ZKJzD6BISMBh$e~;E&Fz0 z9*SG-HkG;#BRp?`-Cz~Jkr6d07!i9VUf7=|A#{DTJ!SAGM-t2+1vhkM{oROk0*B8$ z(V*Dlifpf>(P~)stz7Y{c1}!b+;+gap2sd~d6R^Jt-vO~k+k^qy0Mu@Y{THp zi^&k??Y`c?){gJezs|I_KEC%gw<$vTm1q&2x)fi$R*|FiO+5pzo9uCmLbZeu##G5= zf9iD8o6XWw6*6>e(|Yzy1obbUh(7VSGAqMsNby%jA7j>^{u3Sd(*N|Y?{`f!3~qPa zdO=8Y7$jCsgE_lbIhSI7dHwLx#3FXvv4H5t@VP=IZN>fDBHU9H)l0?YeU{hFmso}E zi%_v`sS{sqep<=Zb2$yi%?NYdm#Tg}pl7xoeTsb##dPl!DEwKpg4J#wBT|lySO(1( zqwk|bQs-bS<&mBTwPI2) zR_y{u3p##!kt4@L>%yfmox zAZyl4^B6denZRCu34cVZQk1{Ko0En~bj&%3^|Gf};hA&iq^-|9c3L$lE93@BMQLc{ z6G^)gu1PLz;k$R^3f|0GagU!kTa4$FTw+>oWv802<9oii{SF^}f5>+B(VH6Y*JoC- zM)RjiH`KD{`BZz2Td$S=o{b%EF(swMY+JBwOZ4;_2#EuPjm&wefl}+imG}ncpdM^-D#zdAybs9a0%uWs}bGOr!mSLLLowQQyx|9Fz_ zfe1x~64T|D#Ysw^o;laH_wV;GFGa4|%r5C1?A*CX+iD{u;eh8;!MIZJ+uC9UFUR6z zYO}L&A+s$xiQUC0PacWEKJ#sRLXohpPz8ME`FXKkuCXDjBscS5a$c0-8f2_m^+Z?W_2(#U{jm9Ut9Z zz&>zv#$kTtug&$zRTtFo%K%>JTKhX=juobqR? zo)X>PepI}Cc}rzw^PQ-*`7#!FnQ*S?yzyAc_ykk(P8>OJ2Op>+ z#i`Do=iJd?cY(ef7+n^Y+tF7$x!$S8nHX1@$f8K4KRXb2FK8+$A%;>?KW5M>NQ~+Z zX>%4EiV%2x(&coNcUTkZF6MRIU#`38pHy1Yl!R+sBM@0m~?xDMpG5qp=F3o=-$$E>=kjo9{v93(7zC>&wlHDu-O z9l4he8T9tn={V>X4qkX_!lkxY_c*ANPVg1>qgYMj)JOv^ifH6;(gkn&RCCXb9OQ^Z zO0?`|+2W&Qk2e{niCaXyCA_UP%Xa$8{^FL_?!*@Ml}n2$tGY)|0+%}>c5G+jjXti( zw(~~W?(eTRejW0SZ&`4u;Rz9#veLKbYD!f!#b!+nPbAEw{Yb$3qRJAq{gU-M85+w( zJ9q}iZG4NzgfzR}xOf3$@~e!7{q-t0x^h_9S=W8j?b`cuxEPZe`LO(mHXnZ}o=}#n zm*DH_$p=GSD*~w)%qy8QJOfj}e9{l~{N#bN3*Cy!C2aqpZ~s!Y%}%{DpC|TkF{5eT>d~)^WO$THis z8AB6Xn^74Wf|GX^MC_birY#+soV+HIa!7vYQV&Mp<}14+QSK`zavBnQmFJxuSSCup zw%?CfA4tvnTobg$G`!U-u&Du<$w=?lbZfGeNM}%jaHa>3KwADK7w$7$q)+Q}2 z&ur)9%v}z@B`SFCsw@{yZ5dvip_gJ7E``^oy~l zxli9KN||2`mtNP7=-|?F3SFwj2T?!e-G`5QfoBxF2=uaV64~sgW z;q>h6MpOPWLy;c=nVDcIAo76hgAz-#Fv_$(+WfdYrc-AKEiTq(XV*;|8LfS}zS%xB z@X{~(Q0y`q;~TYV#=yr60aA;KWA<~q&S0q z&%G`{Q}xKKw5}|>+)<=v=7gF#UJfPGcWjSHYR*L^DlPOY#|tvrWiKWz^>*wC(^Yd$ z&Cj2;uk?(>7doYIdXBf%YDdVBffS%S6S|T1FW+9RcEvo+nR=4$VmVH9L71Qz%Puvs zI{cPGX-A@m5%0?VG#GWYoP2MWtp#@}rCq`2M5P9{&t!2}VYtg<&LDcPlC0ebKh;6K&b z`#JK`f-rZVvh^{+U+)J4BH*_{y9US-@kbTS#Z5fVHB$`4o)Iq=m;4695Y(USi$~BC zR%b)6gPN@y(zp+6n8@MviVYw38mKGWH06gxJQ0I3Fhl#^She5xeOtdsh&^)9@)Ngg z5l>U_{CYSOxn_5B^YKrPnzg3d{BGesn5j>&3k>a-xx260`_aLmFY>mY{>w4lQ@Y%* zo^4WG|Gu(@!tJr8=^u2$yxPlRH&Ue1ddW!0w8dP0RK(8^GPzI9Kq_0^QamaWo7dND z&iEkJtZD+QZL_lyiC%kG?evXLgGa>WhqQaV$h=IvNZWq7lJYssj~?NZ@6ngd`dpOc z&1vlL!<`=dwnOi{vuV3gp=a0Ajvm?+M2j5NJE6{wOl-|BZx$~1jqs%YiQ3c0K9EEK7szu0QnUhI}Mswd!fzr+R+7L(m zk7SX-Vsxm`A9)fyJ8yOzS@2}SuCTG0&KsX3kZ&;E8t2VcSq;Gp{oQmvQTPNY!&;03 zN#tq!)vfV~n(CvM3Zi`7b7Ty2D5nS(ix(b)7rIkPUenEtjVn&qVmF1ju_5?=%!$Or z;j~3JH&WiHCT7-j`6$NWynDwj8=0G&pU>F553~l~s=Qqn*VAWYH zZ|-orSQ;PHxYXiwy>9Z)Po}P@PB0^rME2BRRD_p9-V5a*+1MHa3^*2 z^CyD_Gw(t8Sv(Efhlj70se>HoJ%}kM#jxur_etDUEwfmU?-~<_rDoN_=T9bm)?Qmy ziH_66T4AIwi5@adw`5T)S9Q~n*j?ite6IN9SM|W)-ipAMyP4Uf6pcdKw#u_{7xtbc zJ8l98f^ViZElIodjvf93F}|G<)RrQDTD6i}_Qzx8GKTzEU%T-b&Hv@3zNiJ1>-fpdoKx^>F;Ecv331fZV7> zoDKURRe=x&0h5F3$?ng%v7|JQ`TA2+y_#Wg$OPk4PqwbT~)u+%{or5>41X$OqAmRvO|jj)V1XIzfT zS2gD6>w`L72^>yQQ9&|wO*Fw#nJ4~KMw*Mh*j}r8WH#F>`6uiIGb#lS*D*GrrEljo zeh&VJ+#40Op%I%2dVetPb#Je-Z^uh|&q{!+vCWi;*q5fqg0*KO9F*vn&e^7C-hcX( z7KmSWAA<4hUa+J14=^|(go6(nvh!<C*rfna)7zE8%&6=^J3#^v!;fJ$>Qct;fnAVU!Q}b&9^^H$E*B+8$8zfbR>)hs zwz^EC1bd#8W`2o{WoipMAGqp~s>`|4YuI@GsV+-vVV>@XtF8}$isA#GE-)gbh(awk zfEXOeP1Ebh2pZ_Xau6t=HSiy;J#3^N+57A{P_e*S7~sc(WXah1>-4L`^&BM zVeO}Gj8s8kDHZ&yOpP)uSZ}YHdQRS)oo;D}7ai~X)!tt1e*IciLs`9Scg+!<{mPlc z7}q^$8rNW3LS7AIRflkX(*2Nr@|jD|ldYn!RY8L#w%GbI)&pvvWaTnkTpX$7GO~<} z%IQna^!IA$J~FYpu9HdU(Vo7`W^1Tq9n145`i#({OK7-p&AwEWCS(ERL7P+3E>|@N zWQ_rUexPEM1DPm5g2iEDN~ zSAM^Jol>Lp1JnF(niQe7BT=Tp6@k#^!j&?6%4Cqd9t-==W-x0E9yWJaS#E7B=238j zGj^J==)lHfdN4Jf<+ySd#BgT_y;~~~+-sW`n=@SDG>=h|7Sylne-^UFpPsCbBbu2R zC-wd)>#C0tL%SXFZJ0dG8Sh`COG{XhPoW`A>#G#TtJ@rM{=?+6K;GKwk(RKTL>hJ`)K2WS51kPO*t4%Kg2xq~h_o9?vyv(gQ_<9kO)gk`-j3_2eF-f_XEeg-EEHKF^6&& zR>rF4>Q90Piwd!`mDugthFUDDX6fj#yEJF}sDaFR@qPSC+$QWIX>KVZ99qOBK$L`TgLy3&gI%Sba5pj!f?FGmXzCSoGC@%0L0a?=Qmxy@7k+T~ z%fR?+MFol;edGSZm`T3ec^)e?C7eVN$ zIADVXs^U&gefvb=w6!trzV#HT?BVb2JA9v#Pdzzab!u_QZ`HK5L+;yIUp*|ETuRJ0 zB@7HA040U9@{v%?BR|PlmtbuhBTgDcs!Px@XqZ@PFMOSJ1$INaBZJzN*5cOLm872D z^<&gfT7I{4kk9_=_PAG1#MK=OPGG=T_S{v}Ty|yK$;0yg{(NV3(EmukI5v~eo@wbD z#VxLjbtOZ4uK{z>Fpcr!s5GQ_O*2)E{c@dC*EesPiM>-eT)fi#S6p|pbh5=mle;vB zG@*fiPg>%0Yb{#RN>1jw9~)+@`PvvvW?^u37F3cjalRv8^rNVtp}o_O%BH z8NmevS|ZpLRa8{MrxW#?EixP%Pb({LJ~h$F5(T-X;FoTA+kItu+tkELX-*dP>6s3t z9_~b+8JG z(BBrIIRi(G^ie6c2o#7H!SYY&jSFB5kU=hp%0GCJ2COkK&g!iDUk*(2*K;A!1}%SE z8wH9<`s!aTc#MDjq%1)?*n)mCFAix;SHJo^gBPAqUA<=v`|J>{q7tQG5#U!+jRfx$ zmf?ol)dm<2lL}ajziybihg42~&Hu2!UZNJ#xN#n6xh*;c+Rzmc#WUxRrSCjK-aBz~N#dMsa~g-lU>YMSUG-zizVhziu~U;kDAZu=K}|Mp&Y85nt8yI=(~og2Pc4RC z4W=?P02tO%=yQpu<2+c4g1-3s_D)%Zlo(BivCOBIaiP`$*aE+kKNj%?YUHNdNy=V9 zskwrQciwhTwvg_=w7fhCkWaeH>VhI>L0b->Ux@C57y*q(thB~PRCg009HwU#=eF^G zfCu6S)&i8_ZErz?{U}5Ql_>WN;GU&j1dNaMztF5DK{4Ws*=@Nh(XVXT_J0O7IKZq1E zlzbwW&G)GC*JW)(h8;_g4NwO)L4HVT_jkv?CK@JkNiWVlVyP&aV*@34i$NFe4PtEahUf^!2|0UUDBPy)iiTX)ImpYjV$wii+qx z=3$5e^;$iyL<&WhBZ{UA=ua&1oE*Bxit34)o^%~!r#_9wTt>QpSy^x}z+CzQ4cyIv z@zdb(>YG2)4X*)FBte4w@_)@V)9aEObOln%%0P-Bh0yQYLH!q^xoFP7Y3VkbiQxTz z0nz-(u0+8;It3D_wzf8-Vi#`B14elRHu%P2OfSui&=CGXf(G=&@ZjYdrRU@T<{4!2 z5uD+xnD&_@aMFuU46~@k2s7W7t@veKZYjt>yl6}8W)5FEXf7W(4gyyH8&Dc>;J?lj z@BY0G_wXbK4+$vRY^9#-xB##c+> z7evjDYv>d#i3>kS-;<8GH_#QSSjj&ytS|cbeEFoSIJcW@!b80tc>R6 zzi=`7#t}w}hgy!!4tAyjEO{3< zXhzK*$XpFm{*H+1ADlPZ1*+i0>HnJH`YS8*3kYZF4@mr#MH(9`e}d<8Yh~>E51ao| zJH)elFwAYX>+Z!dT<$tK$rgDGmig<<4Va3k#ExwkaLF&w32u$DKzD0fQc8`7ZuMJ{Y$|I zvpxtc9%_1A{(HWXodZo462T1>iH5XDQLnTPkmxrxbYbM9j=LA@8rgo1yU+Y$8J--$ zNH5iGSNJOO^A&$`{C_uCsO8gbIAZ=aGQu+x8PN?BX^@bdin^0aP(s5PZCFZh^s}sB{ac zra(7m6bhXV_E~nY#uPHQa|6nTyqzxO(SJZ!uxfWUis9QJRzkpp{RIvW&b=M{j|~pk zBp}62PvaAi_JjG#vc1xALDt(trIbM{me!X+uMyM~#u=WM_|C3eW3SZ-77AZbxR#bu z!?k5YdqseU5X7QQy}ti*1EXzIDU07SGaRZiBQ+{bpzuB1kK<{^ev{W$52j zi2pP~T?BpstTEvBvq7{_A0f49UoKji)b0y!s_bmBj~ z$-1{QgXzpva1TReVGO-V068w^;0|>FRquIPaEtJD*K|0#+cxrCceUg{GPIKnMDhec zPfqng;Ndzs3lUh$EvG)GbpF>0_D`iOAD!7lCnv|k&jnE-;5^&Cg z?i&gQFX}u0#8ixW%q3Z{25Wj;YHz~!7&m(bybA&S0toGgQy%8(^&U4!j*;Cz)*Zv7 z{0u_+dV67iB{6U(yUR9IsLn>s&CN~M**x(EF^fX-8JzuiqmT@jsno^x!VWMdd|n7t z7AaodBWMHI9+ElPFuh)Et4zS|@t+6BYLi?#3_%d{>mD_#Nh{qu4tVJfea)%`E-ll| z*#{zL2k%yFK9c}E?%R-irQ;^|q$TpsWrUW$8_3>!cd_NlmCU$ zdqA7vBD5J^(f&DWf~wz-mcDbGi1U_onSmVyGdDx}HJag(fu{a=C4nUL7|LbEFHTdO zhMoDC<$cqrjP&f^;}<#I^Nnfo%qVbm!IaX>YWD?{_B4YsIfcjm!R z3*W+$y>s#}IRjJ=lkETKU4ikUt39CLda`jfv5Sv4*ryN`JNkR%*+0*PsgkypJK$E3_i1mR z1_~XiqYEta@7?z1;SmpwjBJ6t01XS*S+Kkc9_>sQj4lK6B|sYek|mS<%_AhK4)LI@Adm`ye)G44(!fs3!!W#!{M;;fj173QG;SXZ0n-bKl_r}VgDgWR-+J* z*yVUfFAzRbfQ6*Q_}$Sbw)TVFukHwn8P-BSgiQsWeQ1hvRBxP})cnP1^+OWKl63&Q zM&jKN10)QkkUSES8t8qnyR9eu#nQr%5g^`%$aIm^FZn6+BmftW*{<`pQu=Rop=SJh zzC;8xsEY$s?cec8{qWc1r!kMiGc)%Jy^D*Bse`1e0`!ET?}xnaHfhkE!6Kk;Uj7PE zbI!bbvd{ve+nfpPO696*C9w4!R#G572uB1+HX8QB`XX@2;6C{cfBXoztnhi@>pw%o z=>Z+aAN*bUr zc7KT#k_>CS@r;;&nQuRaR9RWKVu@+Qv5{UTj0R5AZd%8ecrj6#{_vx0WFa^vSY&hn z;E%vS!QKSST?BB68zo?Y29s#F{H?mHY43qRrw0LRa#5U~An>vRlmiiqk|03nKLIxI z%8eVTkPv2y%FN0FRxdDTRTzzUqUCV=jxNdE31iWFN-DUr?g&>BwhR^-P#5Bi+r<)k z-^OZ5R7UluD#A!|1Xxr)G7?#S*tfE<7WWv!fr#oZ@uzP<-F@CpG&H6aUK_v_E$4(f zY!^t8X;;nAJOFQkn1Ex2p`g4P8@wz$6K(3c4lo z-lfC%^4>j*u{3*>r3)4b$@PH82U2WP*v7V->BeYSTN# z*#(Bi>BQ)D_ypbRTN;{R zU3XevbH^TxS`;Uw-K%MrKn>Nj7duJr?e~9Mzvq_lNYDbmA%!cpsvO?dcK!I>XEcmO%6(0*AB7T%5DU^BXO z`LZ9}s)Pjg5DNll3b5v#bR+@Q#%q)?HPoZvy4@^f4G(yjEcH-Dr5Vc8jcHOpZ=ld3 zC=9^dy&heLSSN51Nx+>wTw-z_9>g<_jNlqnu(GncCl6sIQ!tg@YjTHHq0vN*C`8l* z-s^)rGT@B@hYx~+?D}p2>Dixe*pwe}s=)vVbfLW%2(m&SMR4h}%%?}DieGA*8B zD9KfnARGvc9u=(Y=#i6A)R%*sd2=)?RWQ<0QiQN@>BGB$5amlc^05LI2CL)MP9k?o zs(pDkmq*XXb~eM2z&0FjbM%=6*gSRWJaCa4F5%%xQ|DmB{RfjGcqdIzG0-21yy{J9 z(w(gH1Qr#jk3SQNJ*bZXHhpSKgE6GZZx}+!fbG&Yv&RZ6Os!2fN05 z@j>uNFxUnWV5Y+)v`c|8+4|*+4j`Cu#Uu~+x8bCc4+$}cQJI-=mWNX&{(|ALg%Iq- zrr$qNKoboJ-=d;%xcG#YpkW7l=B6W*B)}i-gu)wQeK2nEu&*N)#sXa;NWtyLI4pe& zMZRY6V}b<`mImk_0*C^lQMEf`_`q7SFyp*2=h4U#l3C`gRI7>F4rGF*W7S}ka_3cvTXp)3x3M@`H2fSB6D$pNrp zBFyLD#}@Tbq(lJ1(}CXz4dvTn@!{bOaIe5;^Fxc}tblQ9u$Gw@KJ8UDHa#$9f=lr4 zMj#KRv}&QAOr1j`oON3}J9Em+-Qf!XKL%{Slpl;hUJOJt$m6CWPt(PSA~ZzgjA_ir zuJK86m6tnO?rI`ppW~26p#NZZg#L&sw#In**nGsR(+DIM1CX!d^5m-(ArE;K-zG4v z;qny0bL3<6JE3}SoE|X)tBq zhgeGSM&`Z0l&Dt&#!UuAcgL7N<`@k~X*2|z^7S*%92?@&f{oAD^lTKq6hRxCm~1W$ zBo_0h$T)Mr)tF?bxcSq#rNj{y5;!{cS0|z|(h0eF zP0S zz6r_4Hb(gbSoNb~7>&2Qu%>6RPpQ;Iignu~IbOg*M`HXNqolijGQRplwS`o2D1_+| zy0B7m>EMlbnJX(Bjh5ydRkKKWR<*<_`~|N9KkoHWx#{uE(3_HZt@day3ypo;{Wj1l za65hB{Y@LN0%eaAs#PAZ|80c=M$3RWPR5$E-a%Y{!^6YCunCWjmJtlImc)WT{3k@E zndZv@Dgjd8aKNkbK+L>E4KX@{4;Tli6A8efClDzsE~Y9Q&B6R@WP{!|QMv#3kex}!+mk>w`y+bPF3(|0;gilM$Q+xzuTJ&=e=LM&~|ez#)4bGc#>0%puLD|Yk| ziiBi9bmx=12%TE{_?uM4b^nx=qn47N2J!(A7pVRMg>fWskLN|L2ST2plL&7^n(MrP zJsRuCTRg75&(&*wWYSpjl;TL}PScI=R@kr7mgb(8cHl~fr_z-+n1Afn`w+!nJ-kMS zapwSyswd*LnCmKF$RpHYU{lSvTgbN9{KVOf?MLFfA^3)r!K?MVQX|WmH=)Sz)&uxc z9%hKxjoo-@Jm)BD2>+wRD-)Iy>vE4ozW$_qBF0%H-f7(;d!;QmBT?v-{O01E*q>{U zMb(p2QyI?3bl0A~n4@dM$7f4IvGzYkFFJMsmmNz$dVt?q8&(hx2bR=NpQ7M)!Q-@F zQboHTSV6Z_7IA`Ec-_hx$b3+M21gh;it=s+rvEj6RbM^qyv;)WC+wO~op2Iv;ln?pGSDAg$-4gQ3PUR@w(XgG}7;k*Zc)&KE9AxLo` z+j0Z(EVpLQ*fp~O7;F$pHdEMsLl+iPm%aHk5ulO=8+^z3>Xq+2I7b-z;-r8?T;2^!N$(oa2q(LRicwHjW`^+8w;`&gC(>t_ z{I@g;{E?XrbbFAPgqO3Se@hXs{@Z^NgL8T;Hl=Dmc8^c~`0;~qXb$?Xmj-NM_5}qp zfQcRsF-O}T=Q3qx0xmK%E)MlZob#Cw9nT)**u^9c{C)`~zOK=4K9oldyA~Av5v*E$ z6fO$vH+2jQ3|hA@sjPRGnzLWKc2-KP4XSb2ui#TPLT~gR8a_C3Lg`$&&gVrFys+O& zJH}Z;oDTGj;BHNi%qZdt`zK5X+QM*fgQ=D5DO3Uf?xZ?%?xjYPbS*(NE96DanQUE> z>HW%>6JmHWO=472a_4Lg08-uh??<86QK{xm#N*ln*GKJX|n%h z|M>J^D09Xd5v~{X8Sh9>-VD1fEdp~O7Ema{>=>eHIba-Qx|KXYaTTVtVayjI;2ct_ z$}N6e-^pLTS_G*J0&^W#Y2HGm|FYV zoHtO9E%^aFz+xMdf*=)XU4q5#(jZe9hv>j6zxU5vFNbKoeN4`a5J zf}R6_8j}5Iz=Dj@un$8X^ZX^n!JYy~WZq2nVd#DWcdrj9R8At0yrA6-r@ zEiJt(cN{^|XUAggzN=lNrLG>U2r)VEvz*#Efl0-xA_VNfl0mQ@R%2>LaFWq`f#f(s zXW%Df1B9rH(t%!x6M`yn;9v-|EikuNH7$gnJWGMqn@#jX_r5s5L8{^RFK4586aAlr4Dq+;Hsmh zWje6}WCBP_zJ4DC38lE*KOF&)5uk2S{SK<$rpBLI@HUtKW_Jhxe>%4Q2x5`e7`rS%Q}v|$a?a@#!t%@`0f*IC_tI0q3w zWVd#-+aE8TgvS?2Uj~}Gme>{?%%HW2xCh0Nbr*8cQ>BGhD1dCfFx3F_&T^mUqG$$>1UX%+5rzW za+v_T&_9vq)qi1l6k2|rFd8`g0rwAt=uU9L8PdFJUFzA(nR5WBrSG}003(mx~A&7XrQ_2G~-6n9|>2@lc~;t;wI?C2Z`u3NN_ zd~H`}IEuV^xG9l_43yMxC7&gDZo$X2g!c{&!Y%-p*CGEP83A>W3u7Vmn&vhXrckgV zoN9Os!b2I_K zmd>>kVqdw8dQ+T`wp%9 zS!oB9HuDfV{y=n-3Q&j0bC2Xb3XD7A1446cx5uE+aP^6fnVm>X7!dc&9+;7n4P+=oQ3@dxrzBK}L|zpl5($wgk(8Na$eg4^GDYU8Ol8iHM3kXW zL{d?v%+t4T{oeoY|E=|{Z>{Dy&pFR?-`9Ozd+%#sVLE4ypb@yNxBSGU$+*KNDeEnG zb|gPK>dHjx5zhuTr5a{QX5g0aQ!aiXORR6~y=P=MG)v zw6+}OobfY4o3IWy|5y?evLE%CXoprIPH4tyOC8)RVYd=({f1gIjH%0q&yDhuC3$YR zyByV^;0*Q19s7|g4%id#A@w3A(yk-VjzX-hkuU9s4ILSJj|%x`Ff3R$yZq501A5S< zL1yp(t39PPek$8|1?o@64>DO989`rO`iylgF5GWP)j=WJW?j4Oe%9G?5BL5O_>u#I z&OTed?2*H_4VxXlvXm??IF-$IIKj2N$6AU^j9r{`TdaZQ0mtwh>My{;@(2egi$pM* zbSnT0JfuA-$0F4KGez_!2E_#;slfcui*#$bljK~nS9V|jt&e$bRjE4fkqK%(wf@lVN1w~bM#dW@rfj(he<_0Is#F}*b}*VU*ahR zbGe0)U^jG5UT$^zz?4ojt{)s(+(r`!-Q7;%S9t}07b~`9gP+$E4J)MoD`+=6Q^I*D7v`9RA9BlXF3T+ zVgo@Q3~>Sne1dTtS+(OXaM2-GhI^%qh)%}WyC;qry?cCwCi4Ln88GQnh`3~KM`r1Q z42dC0(Rd)VAN00t&+cazN3ZY;(Ne{v&d9a=c|SZIBiJiUe4Q~6?Mn_7e1qVv3K z(waAbRxk@D;`Un*>lico@uJncRwchU5OU-GZxUkyRUfD&3JBhj+GuC~k0deNGEB-p zya|&woh2UgX>qMoO1ny#S(&pq0E}S0(!o2Avrd@uZGX>v%$jb`-6$Gv9aY1y_XwEKtOmP4QELyDZB>`92guZ z#Y_h>VBAp|ocA2!O&iY;?BLxSBCVeLUM`vTM%=rN=rvG7&$#h%X4@}}O98#IOKxE* zURLoe+{(xVU&mrt^V?voP?DS*06EC7xGopP*8GZIoD)QKPQFBA+q2!A3^ZM9P=S*I zJoK2%DkLO8TX5&sQ{W)~1y-6&IPx(!D~O^NB@;$2Pi7yIx~T|W1`pw9-HB~M`2)wW zF1N+v&)-w!;O2!Q;731$8P2kYn6yB?Vh#gd$2Yry$`BF~>c#*N(zWyCI1d^1W^nye z6)Kt-x5FD9yZHJLL;La7^xZfYzmefIfY=c{N&Wd7Q$mTKXIV!c+48@O#*WR~aalaw z2ti->1o^U-Ma_-1@B14T(HNU9KS|9 z&fg>50~VZ=|HM2TYZv9@{m-X{QHPDei+>EZ(*w~57fh?feZq5^OqG_wn*-> zou{v?<&jNWr27q1HGqp=E}y^FhLQk)UW#tawi4LAI~1b`mEH93nUWat*=^AU`EcO- zAC=JQrPcvGT(&UO7<;qi>RA-h@ZzHlPd#h$>|8A?8R~+eEM+6OaNfm_ta%Hu7%+gs z^bv42Xyymi%2&&a#6@2C|MZp0gvo7_ZpnU z9Wi8<;fkVxk(VPMOoGYOyb>Iuj(nYPzchh29L**2v|#6xZP~W-`PCoGB<4z#{T8KV zu70Q3KTWy*8XXfNg;1rb*@XK0_c zM#H9Vx?gUwmOLXe9cXTPj07A9oNsW}jm_8*uF_6{s%CX~Y!g-_Op{LKTNyMTE=6EF z;4~p_)mh-)3r52PgI8u2$XhpWCi+0}nwuZF@7btMhHD z_a`e%ok=Wjvsi^jHvN5Jw6({f=fr91TYlEu`nd(R8iWU{q!O{?OeMCT>~EYXYi$kA zJ+#T#Cg`tB5DrgBG!(R3PNwp;_De-vrOm&g+qSh?`WefJHQ%?5deiDPaR;4v+;16g zOmTkJzfws;rbpYS+g9bydX2gH0dD7uc(6uK{4K|SV{$`&=aqk&#~IDwIS|IvGW1T zY9$Tuh*DUrR>d{28Rr_6j`#wOok>M9QD`;6_IbpFgvhdV#w^b{Aj||EAy(xi2}6iR zsR-b9+>HJL-P7$y=E2Hyfm~@8Fwpp1nMuk2C@dQ9^Agi$b!Wb zsxvO*+6SVQ#6zCZ1gdY0*lo-yT-}}xa~@lqf1`MxwlMj>9TrxFJxz|o$T`Q2_47p* zz}Te*`=63&f1CDQYXlKxHs88NPwYQ(AhM{SPhS(c{|63^cTPf85hgt829R(V!Az2Y zN0vLkfQM0qlb-hUVgZ=imNk$1L$$9-I zOtK}GP#DGPL~=&RSLP69$?(ECWFa&~9LN7N28Ja%AJ-z5kYE*>Fd5t3(ek|yBNrJ5 zb{q%KvcsZWMC*y;3pD)q_S{rgXFOdn%#C1S=EFZ(okxN}CQ@-(72F^**wAj|y>^qI zXdNj#&Rla2L|CM{EzG%_lrPeoWb1x!%j6+dpY_LbGIk0t_F#|Y$>KJ0J}p;kgO~d; zlrE?dEQWJUYEg^f47>Sx!+JITOOhMs49}xp3Rg?a%G`wVm(bNnfJo&5ufqAUI2YGB z-^YyZlli6?R5z2``Q&Uq~9w%flR?G{$`Kceq7bm)U1G{@6_|F+lg`1`G+=i zPol0xxQ3u;z7BIzqL?64;-ap9{(@SXQR+Bwe&E)mKLp$yBniq0b;KlbOcv1*k*4X^ zz_+&qk0l1hI%EVa?))R%k|>afWDW%`$=V_2RH@l_YpFJO&F%*&! zjDjgg;#G}!G=e6qzV z|2>+93Gs;|b9w;NzR1K`ycF@)!Z9I126<9QzKkM@k-!36d#%1Aaj~*)FR6x-p#n6> zM$z|Jv_gV1SIy+xzM2Ix-s)#C9(MsxQ0Eo>makUHzfCvvlqXD6{w9pUp$kg4|%#{WNebtTlS_aqyzDfJ#YHWriwaMlBXN zZx+HhDM`Tal5%Unw17DL+9Oz#pG5XTfTa&}Cqh_j``LH%qV z0Rky#?GQtpqJ@V3W+~##zk6PU>sPj7`Vw0d-QK4|`z_=Dkgw9|Zjx0tKAGik(;4g?O zy|^7_;IWAl`Tpszp)~zuq8Wg$)jEbQdkCe8!+==8<1ib=1W;0Alk^98`e*)6pdN9} z5Df0|PDv5|UApLseY*5Sfnvx*M_P8$AOz~a2M`!y5eINf-$~7QuDaK+eIumd<)~g% zv6`hIz4_6RFQ%h!vjVzI#-QQ1IPLI-eojNh_ZQ}8cY_KAb^Ac_QiN>0;J$s4ZH8`9 z7@9|g%ctwyh;qqP&l;EcairMCi5>Wr*5_>v!=&&f zs|pq4F0(hBkDPu>yU-~iq-mJf3SKVwLPr+Q!my8=xZ8p=M$@DVay84!5oraMQXfVu z(rmoEy!%o-GGh)7LuV@Lfhw!~wn$$VztZ_%ml-z6NOb4fj~J6-r(^&c`H8ys6`t!$ zBmfz24@vh1EKN}-^9%?wQHlYN1c@js6f5XnhRJj^WT_LZ44_0I{v0tbdwA4g#T2w+ zWcbz1r(1~5n8D%%yVt7!bPD6Wt>D+78FDQn4)qXm6Oa;fHS(vH`Yg^hX&4yPWAA@Q z%^#W*F6jS1od$o$JwkN;TZWZtCwK4k+YNz-)dWHx86DUd&s~>JNk5tTsPD5y?%`b8 z*sY;Fwa<&Hd#K=~H^X0+6d))@=Wg#?W$v2|1Lmf*wZZXA&YrGw_9Smc$TD%XI(3f# zicr3qU-8jRlS0Bw+>+swf84*d*PM6rNVK%AK>lY(5fn^RX+ulC=6*Y1-TEV=ZLl`X`UD}5#9&cRE)=}dn9eAF^Pl&3d=Vw? zqCM4dVz3rMIx?XO$?1iw7EYGu0aBBRF`ZZ6A0-n8cT2SgxSB+_0b$>bDFASM3OYG5 z&&SN~rxI8a{=7@A;%M@EfokQYVO#KE&OMV8Rju-`OWki^63^oU0 z{_Al1N1gR6fNys@j@gHkzhVZ6+kU-G<>ssG73S$GcWu@yKD|syLl?m&RVOn@=B495 z8mCUxVoV>-SC;~q8*)lt;RkMcO8?A17)p8Z1M~Qh{C<)&h)=H)c+k_OcVTd>J;Puh z%EpGrd#3-+v?leKg2A)Ie~ri}_^kfIM^66Lt9lZY8>xoock@@=d(C!YzUm%c>g>p_ zrJ+{lhex%w`=Hnuf5xx4-}ngXrQ!qqp$|$Cc93|XvaZc|M0i)Ui(OA#$VJOBasts zybwoE6i9CRRC*D^prDhUABYJHY`Z$IerR3rJ? zza{1DRr?X5^9=p`)si-tU+^8qAZ`4Jv8HV+(I}w;)++elmM3%cpFq;joJiUcDh9x8 zdU$voZfg*D5u~zYqOc@N)@M@wC)}BF@v*g@N6{gS;FSBfHT}^kmUQU}9x^uaZx6c` zQAi>Ksyr*suSB$>clce}7|WY{{uL$P_?o6IqHyQ&T{3^@CF%J}KS(sNXFM?F_S-EP zr@0G9z!yP6wc`#yQH4VU_-TuXU)*Im4#xUTG!SCXOt>v6xYviR#n9jn*?bsJRMpD@ z^@kb!(M3<^iC$R8n9E=5dPDHvxh%-O?>s%3zVesH-WJ@Yrm2(XksmTTjdbWOO)Q7_ zxw@S+1)?{_WLLex9e!vHG}b4S4-UoNYLU3EqyayZm*;lvi3pSn*WIzt`hPW12=5lD z+l9h5J|iPTsh8z41WE{9=07a>w?Tdj=@sptD9b*@|Y*XDNw)|>f%l(_!uq5Pr#fEvAP_15%)-~A6OKcgL>CkV^XrN0!Rm{_LLz>*U5M$CmVHyuq@6z$o%)SM*W$Vs}B?v)TK{(bw^zYVwJ zKhn~*mBrD3p+aikb1f{s(pInZ1uO;%F%T^-Z`s8+gR=wB&Oje{c-)oDV>xvC5$g}u zuy{tSfln{;bz80f+n=>X+OoyZJUKnrbA#onO?UW7(ZPSjqGib$B-p7z=5K6- zY#+c{f#vm}Ao}h+ch8o~@E_q76BFy{a{pGTsB!mIRW&n$5g=xqJLcIk{JZg5;0_)a z|6e_awWm@~9+KdYtGzPfCh;KK8-(bR=Z!Q{hIGCEPPN@)-@F%TQWf`XWL10Bq5-bU<;FPiH_QnzS$^ophh=>UHA@_4lO%GYD zcdT?BPq#;Uq)6IW3HVri{nzGbwAYl@F%Zn^u(Yo|AP+5=>^{E$rqY-jr zgz+wu?0?*WyJ7-Jwl0Kx8jH88;gR5GhEpp3cQ#J0JLAj#({MD(8{qoze;e0IO0RL; z^+P4he&wcYgStl;1r#ix9Ll`&-f5b|B~onTo9eFcpl>_(p$vhzQ6hq@lj5or3fb!4(SmK&JrJgNwPZ|ihNXn@lvGB-!2hhs>aU)Bxr(Kho8|+lu zt{wu}ffl@Ny2?qkE?5Xp&%eE0N|PNx-1f}=n4W449oaT8^YR{sLhdqej1j2PX`K1* zV`{~!x8?}>t0|E6u+vR%O?niaCKHEV2h5a4_o3SAO(SnqGh2>CR`6s5jfhWg)GNj@ ze(cHav>T)gHsa%CrXsqgwa`Uq=mSK&X~)Ft*RS;kb3-?QD7Lb)`bS5xQQ^P+FnqAZ zX%czAti^0+i$eH)Wfx0}XM_BE^cLwCKAN7A5sF(MlIY>LT1Zkt znE#&T#l4?(Z!(7_8JaYwW*;(opz_9CkLuTY|O4r>>uO4=VI3I@IuS#biLfT4*F;6!eO_9gZEAiQK({f z-4tBh!yS2IN;_NL==*W{^{z0mQ4d+XQUe9&vTEHhKUI@ne1o%5a(a?824^Jnh(Ath z)*fs-9P+m5Kfg%^bbXMLfcoIBpL2`^G8LVI=g(UmPOE7j?Rtk9A(9e!fEB-p7#Jf= zTFp=YVevhL6oH9?Jb<3r_mIl5V;N5;n(yUIPmYX~Bk4DYA4+yeW3<7H$6JTuEO??! zF78v)*6vkL)`goxY1TN9sb9DZ0u4m7lg}9+TRj*}zohkDhtF2n zSSUzyz4CT^sCp@W)+6cFTUmX#gx1Dr39nG<0};l&X;UC!{(w@_)fipWIF7gjkL!UA3i#_Hq1m->gvkC!O-fn`?lo5rx9pn8`qh}*q#(-PrWf)SPr7f^=pr`~PA^^2 z!wL$^Flp93`NWeRAQIZo9Y14K3hIwuECeYGqpNuNk_z=1ri^51Dz3oBo}7Z24b4g>JC#&%Qd)$y@P`hpuF$zpD=+kd6Nl9P#OU03T(9x z?d@?`N>iBaxndRx!(J%tJaE18j~_Q6a`qi#2P3f@b)0){?jC|N^C<`2<%*b{8Zp5z zpk*NW4?)C@mY3VA24C{BvfT09woKxQdfva!k(QR${pHJz?I#k4F&ar4V2c;_c|}9R zT7&0T%d<^tXlFa|S&NE_&RSaf6Xl8h!kmNGuUo#p{<)v*rVe88`mC?b!^Oo#OH130_Y-}V z>$k-p;3_MwU%xJ4(Y%rXNpjn_tGA!OzvDC=Jw5%@%#1Op9mn9^6u8tg9e=dH95{nG ztln|cV}agELF6I2W5)=z4QqmC0k=^xZyojzG1y0x*GzllTxKLZZr(JybSV(;9vr^% zz({{ajBO2+5Q^rXp6?m_^=o>a=R@r9SbU4Mjm?eF&~-%ofSatv8J!K7<;(Z)x3HRz zW;x>nXFYwY2vts3w6U= z_KJ_^D?M(KA)`}si9Udu)M9}hP!7SQ_1luI%@(;a^_^_5qFrZJk@eM6<&SM*d9~xU z->qBn>gvp-92HyVUq!0uj5Ec4Fk9=z1FZ&CLAkpY?|mSX+)306CRiP0472;Y-U;lC zUNV3jr`+$Z(qNny@$I%h-fep*W49W%5OX+7qFId=rctE{eGCUoEtdLq2=@mSZb8-dQj_;ZniM;iwl+t&U2xe)=SYFrfj^p>pX{>v-6@?uz$51xfX0)U6Hks6 zT>Zfc&ZI10jaO#hynR~(mbVdMRKLKQCfaR5n&5j+86#?bpeeEfq_sQL zSX=h&VdHU~ialG323aIjH9$@qA<{z+Aq83>w%;9`m;grr7IeG_>y}`u+8j7l7JW7X zVwt@OzX7t41RXfBd^_%$@Z?FnPUe}FYu8qT7qh|1zu#qMJq8DJ4C=IvJd|^j1?1|D z$rWEfb&>hix9{Ak;7J8)8gKN{Tk866Zem@*Eq#SHRPZ<*<>p}>(xFAAQpvgnH2_|Q z?n6h%*g%5jcEA$MJUo}bvhXLyGPs}u zvjpzt;I>e{SQJzPk0SEObni)bMM2fp3X$vrZ?~2-GL^9nymGjBA%`L z2IR%w;@Qnm#YR$1ywA$v=wZJ29^3OiVUV^3Z#Ue<#gf zG&D47=_kiJUY*-zW@7RZNABa?P3TQypwz*FNK{8?eHxOui(r`osMSO=H8(&1K!2xL zelS|u#6wgnH_N$->Ms0D&CCgwow-G={(z^Wi&(H?KskUjb}ti-eg?`un;y@z(}1aU z5mQV8vWXJu)~%Iz4;*4=&QU&K2W~J4sE^v0-#J2bmQVBZ&kKk7QBRK8oDWzPG(!HL za&4qXsrrL|@Aa>*SX^fTsD{#Bkc<6QU z@$o4R%^+}4DWX(r2=%06=gpfp>n=TUNW*@7yK#?2C6977CwPUSXPezJP&)iTPCaJ{ z9Y&qLfq~s-o&?QWZf@=m$o-$?DMq4O)eK8vaBz@T4i&n`1iyg5t~G1cEL`t}Oo=>L zAYK8~i8#3(r*b^I@)cswqBgw<9V9;Hx3|%6;ejAxzlg~ybnc&u973syi}uGJN@--J zVRH;FE(|T={ktIBNyENKgZ$EP5qSD8EE2Fcm53O+=gvLuewvR}bn$0%azHkR%Qi{L zll|Go0of#(5S5Y98$tLn}dKz(!6DWRBaq*Y# zZg06Z| zMsv({eEJks>gPE2?WlxhtD1H0Go11sze4ZavF>l!Bqb$P_WAQ>oCns|t{p}r=j`2( z&H7@2!zMKTQ8-)ACum+M%(Hlk@Z;(29ft^;m7iaOHdLLA%oTKWs~4=ys~_IEv&{F9 zhr2t))dlUJDH1of%`V0}N!Z3(KBntOia;Dqwk(>?7D+-CZ~nPRdT}Uc8o6p^rSG~g zc=uf;C)Cx?4tw5sI6O=$v^B1f(eQsDRP#y(hDxv|Ocads;h8$UQR2eFP8>&gFQYo2 zaL<@II0V1Tp)_7bDIdzs=uQ4L8Pstd_W(ii?D_LGnP{)uha}) zL zLz+m7;hQ^e#Y>tcwB<9VCiK^(Y6&CqM1_uN_n%mXoX=)@)Rag!JnRcD;p9T9`MN4) zLk$x9Y@6Q0T$~wkv3lQ7 z(Q*ob>rSTYd4a-q zG73~Nb!=DQlQcJjWbX?e;jO^HDw5+~c*l<>1n!z(9v{7QZ)Ase?%a7jzRGH)n9lbN z@n|DP-Ak-R3XdXx7{O9CA}RZ}2&(|tLYXH|*Q&yle0cbZ^;o_h~=tdXgy7hY(Ci<3VZbrzl8HeKr( z#aPy=h&`6#n5PcHh7GiO-ocuaPkHdlD-nuzxG4Mm7w1dkqzYC=LG9&^+MJ|Q!;_PHpQoG7BTXwn zPVTm19{MeSIOJJAzxHdjo15EyhtWgB8U1i|8T|Bw_5cEu6)Vc$z6~zD{z)DCN5R4(ZoXJFF zc{KT#yAEU2R%4vfn)2X`n&4dM;f%8jI!k~`goK4{D@d_Koq(#J^p#0n8{}kVWwq{m z&F1OpDW9OZb@%S4owHZ?m`Ux3f%Pjt#}Ag)-BC?I@fFz66EX%NbT@JXlzc3rmr;-% zi_e(`gn_4MVfND^^>tMOEs+1RwLxazxBBxw3R ze$2m+;sTYLHGI3Krl#%=$a$}yY$o*W1sA$&;DJph?Nek9U)9m*bnOCk@= zhw!LYu3D9B?dHjO6YzuZzV~KINw>CZcP-%$NQ<|!`w!T0Kb(2QbnH@f`8ds`A&vJo zp!V63FYG1&<-(~J<7`fg+>OXD7L$MV*WKSSVfpk`zq!bSW!x(c|0=wG)68D^)7hCK z$iC|r-S8er$S_8y3)|X{ElL8RTlx5w2lL2Pqn;c_+CkWMPKe;EgEp;+`Li0wS0$2* zn`i|<)O95e1GKYPIWXCy!9f=A;`$Iw(3sDhIRgl5ZU8-!mcviu>NcW{?hr2v9xOct zk7k9jiHQwRkH?Q6pG7AM-2q|E6W}cyiyUkZDJgw{h)2rq=X$vfJl6wi0yZq?;NXBc z11&C7;I=4>vn&WH{m&vLat@JpK`nKRW4+kmH2+ZHJfYJNJr zC#6G&4uzG(@L&-j(H_RSMz+tw!Qq2Sek|XK0u)dj<^jIYE5<=_ff0}N>|$p`KO6@t zi$(}{v63kdw>P>F$Yui_p96wGKqXA>t>9p*MwAQR@30GKvNsZ}H!vYa9FxZ>-3X}* z3Roj(5fA@*k3__2VvuYoz$>1}r|yfbFLVkAy=2oSe1`+%p&}Zdo3=&xuKiB@J651$LuaG^I-FbH)Wm`eO7Y5-T>#ODNQLY|%AdC#XH_m@B_sYFJa>*Cpr)qL zMeT7kRLSqWzvfYO%mtty1jUuxHxKNT1`&ti?&CubDbWfXq|i;q;&F$|*a<&;_>e)y zXdI#|UI76*ayy~X0d%?c8N$2#kMnes5}x?3rEUQtjwK6=LL0yR>ZwxK1EimeAQU)% z*+{NlzVZgLxedtO((iRVQ~9;~F;g=eOX{1WMzjtN4%Sz$RN&yBV%q5P(}X3Su}VWV zR(;FXtu$C0NVPNb|5J_Q*a62Dhm?4ZV?H845vT0ly&SB*hXyz}@PAWN_E&#*Zh&hH z5-{tlSHE_c1^g^nc1B$tF5j#`4s?F1s@nyqpoTaMsp4bJ?Ko)zKKqpL8YXCdL2*M4 zjgGFns@stJ<$k+aM>NHDo6mbG+<J}v4D=SZZ58nY=GM!#`fqM$;CG-pHA zvio!mN3juVgZ$cX7wxu7^e_iGFU!xm3hc%BZ^c-3PKiHv@3td40)=e?Bm|V69-mwZ zcck9+PAX|E#hSJI#Gpw}`lhC)r(diKu^*&irbgG%_tyg4holWy~`dH|) zOx!$r4>g~nW6h;E*jCxOOulbSLuYbOTiB)dKUv8icnc9Ts)bM7t%D zMJ0p1snrfnPQ5poWRnKWZp(o2xq+4^T1Z9-?*wJ2FUFO(*ga)HyTdMw4_^t4(Rn-U zRA*;(>K>-!|az6bTcQSQ)L(x%(oUKO@j`{>Q zr7@0w3BMg-vU)mtk0m=Q4ehr2q-V%UjG_OQX`7vz()!sHnp?GghLU_bv6KG$=6Thg z-+}g1!&^5>UevWJmR?V#RF%j6t>o*au6~L))UeTSvi(#jWiiua%T}y>Y5z9&7dc|= z{^OfdBOb~(esBishb3n3OPv0bN^vM{YuGU~t z>}h-$813}uQMQe_Rdi&e$OoV8U*ly?>FRC)R%m2or1jOZoKq2H#1X?w{Cj*xk0&uP zpBP#W##7_t)-c>?loD5~Vl|Ti5E?h~pGxHRq2j7wQdCt{!EqI<=EmmvIR|C*aG2$kFlPoT1j7UmB-3}fWE@cspf6?(3McdSXWI!79`9`w zZnAWBN>%KU-9fL_s&#di-awe@HgFoqeJyie^{XUk-l{T2Z_e;!O54ehx7nbWw1kyx zY^VSw7#^)E6+Q7v`KU%}i^`EB2XR}Xj;>U}`?~!)8E*_V{_RJPcIrwZ*&=u<7&3}# zsb?{S%I2K~R6y*${cofBgoRfJP>J-GqADmsNHXkxf{K&$rm3k3gvv{tmw)mO^0PiL z#asR!tjN#$!=+Qp#W$XJea#wE!e$>na3xKq2Z6=e==8@P-B|VE728Z0gu`AZQZTyOl@!#m7Qq!!1{pH`02nnuCJ_P#%pAC(C7k}$xtYJ3bJyFcpnd(B_KYsXvbu|H!NpZ*cg0r9vp~Sk06O6J2#}wW* zgcF`%O9+q;EORBOqrT|tMW_eK2etq6J*4%k&C^Yv5zi1H&2%a`{d??hkRL+Yn`~b7 zU4f&X0(jHv>crPNWtc)C@^IeZGG5~AiX?BEY4d*f%*@P&NdQELP=ju{UpM_!1_zz^prI(cB7P)juDWL# zM3`}=nI#7+ync({*!wbwE{ zUdORm5rLgNtiF}q&UXzm9x!1Pm@E&9H_&j%^m`Z6cL*Q|_1_d3Wvr*q*WY;`GoqLS zsIolm?G0?kronvqOb^uP@LeUBI@x~YD7F=jo1RaAz`deTc8;J3AgQkNbvxVGL-ltm!($EO z&bz;TqpRk`VcF{ZT`yw?k7n|EoQSuXe&=?Mv|aS4mLB(ZzGrzFsd59)@tua=3oh^S zI~z-n?_mkec8k7R^;lg9Vie=-52D7qYWBBisp00sLz!&0MQQCW6Y`Je$UhPhfxo|h z_aSqapjz%Rtxzhp8eKzP@D*4yq4A!&!7=J{+Uj}K{P8H(&0Etpl!~HGg_O|a7vlZO zWG%md00vhs9v+@@$xci7I{smwK}hv*d;4HFJ@U&kRAtkqNNg3+Nnj0t6^)E?b5}q= zf&cGCKgXP>I;HWsouve%vK%}0nfWE9q&V?;LD{ZQk2r^92Xw4>HSHKH&Nh-yLBh-g z_GPLM`-N~jNWlnWg@uM6c+q%db=ZT7dU_GvQWBRxb7S>3ZhQ}7jO4kltjT~b%1}<~ zWauB%&t@3xVeSq9v>P=ZT~+hr zBkNE$Y~8Vg5!vG0D5~B2{zuYJD(<}hvZ~4}*tbp@;6nHJ??SJ9VyQOM$QhN*&4nJx zy7-|?AMMat{~oFN$k*C+vOFl*^=2RCg%|9XmXYZJ?d%bkbFnK`C=sbY9DP@rC5UxQ z3i~A=yh%4aI$D9dIWqWhw`*ZW*OMH)G)ZVd36LmRTzb6SxMy^0m?{f9yEi;~N`{hK zED%17(a#P(zpynNaJ?rwH-@LN%-_$>KHedK)P$sZU_1~yv2Fo$`G6fNd~jy@^5u9b z8_**M)lk_8fk(vMp{;UOQCW%e7FB9_e@AO8JO1xgLqjzvw<(tosP=1W=%MzQJ1cQ78xI7Lc}gM*n62SA_dXZ+Gv>+}`P z)(ya;N1IhQdXwhz^wn^)3tVRNVt(P8&W{RoqaHp4&>oBh2=LAGa=gF)8og)cv3mrd zm+CBXScmG#zsbN;3E(| z8{h2eATLkB{{z0~p9%ojegMdE$nD!(ZUI3#mX(uJfn#IE^Z+o)bGsgNk2RwB%q$vR z4Z|VY>5R+NZ2|(k0J^X`mJ-qMH`L>M*iHby#cNPt(^&E>G zZOnZ8_a6j)r#NC=ckjD+v}QdsGet4{YvVi;xE_pnZ+TGvJ zeNkUHY_zbE`CA3yy@uF?LazL_^Ug%_yS0l!JjYdoCcu3t z>Da&C>^SrES46!0>thA4qPlxWZ6H>lrKcZTQMgs-&v@TW|0BD3PzD810WE0%oJ=0P zVv?~Fsqn(%4U-P?IycUU-mg6;1pv09qGGD6Zf0|+^ta?hW8(k z_5p`cenKxz?f;)8fYRC1lh)JAYt^xd=BsMZU_&o>aGv`)u|`BMk>-%3X=d4FVC>++ zDj@M$QTM5{^LBW+knX+E(B)nV<%YS}ZEe@-$1W>7F0XY>LjDvm`0h3He%6Nag$l15 z8jcNDrKjZ>E|cbM@~=&m7?N(yD^}ru_gp_&OCdpclWLknmtb4dvs{BvGoqyEYaQ@Q z9n9)Q;fgRGHF->D{kqA7Q(eXHXN-3V@R+vQ{MsYH^ZcG|RW>=Ri*lwL^&9$bic~Yy z`+OTs`Fc}CR5+69sCGR)hw?|~yYnu>`}9L!_T8kOOmH@5uj$OX@LRF#_B>JzSCxVc zXKNDFQZB_MfM-FAWD=oQ|1*(uZuvq2f-c667t>-6>Yk+d5RPXtg25rWce$MqG7 z=x!vs4&eP?e*a!ekwVi9xU9x(6J^&((q*VKRB&nk{{63`)P?FAm)GZp3b2a+#73CI z)2DIs$}FiaPac}?ZZ_lA=MkFSoVebHx~|nG-lCvK6YE@%)^comG@?rOiHzXq-TZ4a ziaWEre|L#-`IJ2UZmKPb>{4MsC8<4bh_<2b7(Z()*x<04dH!*pzG!uxEs3A$)vkOm z$qs`43r&QKB(MW4TQQ&|%mz&8%g>*FDAW1&?c+jL%!wwXMf+l?BB1cv!ppl1AW9WL z9TwYg5UW*luZ(a~KRNZ0|ZtVwQk0OWHQWnpxGto|b)%I938Kc)|3-#BYKHZ_W?}z3@E>KD^o(}16 zpC3nR%>3Tud)lm-O^PeR>&i82M0CC`PtY-2m>WB;d-`-d0C&OJ@AKs?jT- zot=%$okc-W5&k^tTAjH5F7Iv52 z?MZsgX1&%V?cMpLRK2e{J}K$@4gnfy8L$Qjvx<;3E(v9r}M z3yA)cF^N0?Q1!Ugd+2E%O4(F=pUg0q_awJygMW5Tibzmg9PffJ!?^Tcu(q6S28rTa z=dwg*Wjh92R0jaKJT#L%F*ItwVwq)ucpDY_{|&F&3tD)`hWa5k}p-{DYWQ0L!pk#o@MtcNltmI6deE+PO|ez3cKF0L2zBMzNf)`j-|hdQ`LSuGb^^eN zn)Lua-tm`KlCt*DzL``5MYSJwrG@LMSgl(P|Kw702`Xd9Mo%e8N*j=}Fs_iXQjmfc zA+wD``6%0TC*NAO)hib5_nGvFduK=$xY-5^v|JA>mKiJGwD`P?QxTojNK?(VXz=JY z-!`(%3%{E%ZCz4od*#?b$_7#1Mz-MX)kZs~lTvx3okkV31=4l{(>`%c()E(ggk{dF z{<~3urGt`tP669K-+RBV4|2fm`A6;g71K|)eN3C>4Y}nu8j#!|q<S|7COtS##Ej;M2 zPEq4lP0+M9%}w-o4k{6u&BgP&YVa{LkT*L1)L>0z<;r%A)6+>iaF%@j{27OOqS36L zP?+i*Qf<4LDMiie|9wosZK-P@&{QDFIDm)+KObo}DlTYXg9dUiH61ZEA`w@(t7D{8 zZHOK)9yA@Dobibhraedyk;i$c@Oyx$U%y%@og*w_GSD_Zv-xC5=D;3E@SyLu#L;jV zB_+ulCE#6EJsPVn1f_QOuU|)>PDF+yHA1$4AkgvsEk$!tgWMEN9hb7knt`UqdEuUh z(D2iLEBoC;GvSWh-f>c@7plwIo>xB-Nmu1&^`*tef))&^sq;?-Ni zQ~^`apJC|eH>1RnKuvY@%gIB%~k`=WZk09X&ZIJo}`t4pigtNjo)-q_3&VqCA~VrAujrZ8C#oo-TD1{CWK8MuR5sLgIS39AHlC_0B$ zFMuS;wg=c|!XBSYB}EVPG>tC)f4_iP!Gha_0S|O|c(~C?WINl;zyE$~Lu~ETzpul* zTfs~AKd;Gbd^o95@ZT?cvl1^%REfaDE85#PLg{n}?3Te^U#*+)I*&)T4KcPnKnroW zZKEnUk;Q1jKy=Z-Xf9s7NGKqXgh#Ui)dUDnMnRbXskafSnb4eZ$y*_X2v|uQ!KHQy z*A0DLa|ghZ!6}g)IxX7Mr%xlLn0_+zBuLd=VURLMbvEyDPA@KR)ApHzD&tBpl zjJy`f>^5AS;ebKp!1D`_{Roju7)E#z9K3i@6q)vt0PNcg%!0DO5)tYItoKbQ*op88 zOV>3LXu1)=cA^MJ<)Q%&10J&q37RcRx{p~=MEHPGU?*BC(I<0}`Pk-!^g>J^EeJ%H z3e^riI^CRPGyR(m$au4%ULw~4IZGtDknjW%U#Bkb8TV-{=|hn85es)a7rQ>v+>Cyf zYLH|^#0kw1->zLb)xCUd@7w5+%)=pm1tIl-9$-ZB3+sW_9SocI>t<~lzcG^<_m%>7 z%n7OON+zb@D+6jWivgSo$Tlv*u+GC2!UJQtrzOX;heX_Y@Sv8G)msz1yPESvYRen6 zDlF;c5-|z@6jnAg_To_GLHZVsfk6JgzF+bk=BB6+G7lny&gG&c-^HzJ1v|mc#Z^a4 z9YCwR=8T^!WdI3LkB<>+dtjVqY!d9`Q&6v~?h%r05aLtg01Y1T^OO(RK+|qm5}Agj z4U{Y}Zo?g@wZtidfMfP>vr!L!l#Qte$-99vfl{rSbDYLDPGk}B+!&;tDdcyiH~@&o za8BmLTRDTKy@&$J@US3{SNAiB=7+K_&x7=oEQpgir3|eF6zjzW7X+r2qn9Dbfj{5K z^l?>H4~1Cfi@oR=fD?r#PqH9!Y$^g+YY$Hh+PdwF-!236hIqM(@D&g?Z{g>s?Q)si zRQd={kJPjz2Sm0?L)mHY+!NUY@%yJFF%_w$h_oRKddXlJnSe=?1$;~n9s zlzZntf+GIe|UMu1@ydePax~P$D<84Gm09urH=gzf| zk77>d-o2E@NH_e3vJ2_M_fGF{>=k}MPQuZOr43Nql`HMgW zHQbT}A-wl>F!u;O}4Mls4^7LL?7^jF$s?=i(ltcYOaiJ?> zK%m;fzNT~|3e(}>ws_g$(WDIh>jSNfK+B|@CPYh*8XNP1lTDUuUalYFHal^NFeNC@ zS<{}#o-N_!<0CT0@<|0ICMNLz>mV~(rp`2K7=L2^L2P(9r`d%Iwde1@A&I31N6F+4u|#Pm+>ub(w*Be^XoQi_^v5pzw+puH{$w;>FXVqW!Ls zzUu^c0qVI1S@bo;S9TVba>zHsHIvi)vsBp38=k-A?Ca``I^cBg2tR8cgtgc3j`N6< zi=}0qE1X4KxqdGH1~YBHJ(t?={^}}?{#5D~O)gbfP>_Yjrjey15hwp3j#u)NfpQw| zIxp-;c;(_9?fRa(EiR-1$`u7PyN#be3r!>0IC5GYiyrTHagmQz&%$}I8*lO6!-t|% zRzjh*Q!eT}Nu|Ow3__`cX|n+juHms~dO|0*>+WE!M{{5gpoDnDv?=YMC`OG`y*<_GaXkx}A`i*m_0cvCQ2ae@OfT zDwc*|^XBzyzg&wJKO&Cy7{}3e8qj7W)C%acGsgZ!;{$2mI6j;}A|s?Y?`N*d;hs=W zx)i#i`HKsy#@5>U?AoA%c8SG)ZC=gI)}*rjTh{6jd4@Sj!x zrc?jl)C#Y2YZZu|!}HM8Q7Gs(U_`P(e9^lQR zik^!huJf4p&T}gYxz1~UKR@C8L3CXeI8E*(%@W+)qPqP(J(~aQNR@^=qaak|S+4Vr zDhcnNTOIR4VkU0cDoQGAjFsPu9;lzskC4wqk+0-5vHP@=dL6F==q8#GjaGZjeSc+u4%4P5FD< z&6L{ae|EaesV1-zwJ^|V8Z@yHWgKy)%AbYL63gbzYn7Fi3EhF+NTlq!CHM7r)+{be z%3<2rDl7%kIfnd;v|V!UJ8O+tPI1TZj_;k{(0`^3^*Dx{psPHer&vnp^FjA(Va}y2-#m!A- zl(}mXirtHT2==U?tQdB2l=w(K48$oVC6PDv9KK*f*6uqitJd z=Y|#2bh8Ohck9+IbTRH&SeU(x#aD**HYBXuIi4ad1uu=vU?r>&P?>xIYXW`q!9#~= zp@d|BZjB<3E}Q)a4tyCL3;gNHeKhsYTq#<8BCv4b{m83n78nT3T63p=>;J|Bo(pi;{zxb{{k2ylE?BC;}X z-rO)`iGvKCOUlqX5zQr9{3vBeEyQ8BL}m-!q+{G=es~5ZUR!qWUWW>xS??=^g&Set z;QsXKZrr&WWo7b|GOP*~Tn`zb`KKX>1&K*1s*;g9c;Ql!U%*$62ZpI-NC9Z>9y5~y zf={HiQ{dL9n0i)T0a5u{GVSB6ZmTA-Cek+KSanrD9gbuTK35qo^Sf0N(ELWsx? zLTDN8V)Vn2reOGMH*ic-Kw;g&LtQRZJo>g4y#ZKr=*#qnTVjydC`}AKtf@Ijfb-|vdZD=aihQwH5AHq|l;Y9t;HJ7~!$!#$GA zf`EVE4T5f(Uboy7@pLuC8d!PMFA_Q|))+LAYVQmyNI{U&!ug$V-!dWBm&c8Joo%6cV+Dm}{nHX3HobER*aGTt7aC?4T}v0KQp- zl!=N;AJ2ujx*E!KFK{_AShg0q5z%tpcuyXeAPMv(%pdxJ?UC(ANM2e^fipi3FeKtG z9~Df!dhHsWx=h>+vVtuC#sRTa$coYxdka%P>l>wBiu(4|uJe!^N!q}(+m#sF*km94 z)g#c1*x&ek0R09km&AGG>^m0}EE8THM_T3BQk=u+w@Dd_MB3Y$~ z34DAnc`>>dB;zeFa^-*iy>fl+AK|Bu;x&^g6r#t*Nfp-7_w_4n%++J=KjFArdKR;= zhX4GjgeyQGB>1s-j3Ajjfp$P<-MWr~<~!0~p9NtlDP{@Mi4HDW$o(MF{O&B5QPyuv zp3G0yztuW*_4Qyk6a)|$z7`(JJQ6BEiLsq3#!&zMHhD95+GMCdJ zVVJB*ZpfsdWgP}8WII)<>0`MmMx{F z`{vGa@ZBe!#?%^Gc^p{`_WowjjJQV&3m=6`@b5`*93A{eg4NUfgs$cp;HYW@wn^z2BR|l6mgs)>wvt#-j8L!L}k^M<&wd@p$|*Xm~`Q zPxr?=JiK?Vj}`gmxFKEVxb9M7C%Dj$uuU--iSb47F*Ri#T{%p=nXSpL#JAy1VI4y} z+8cfj18P9tPnFI{la|qEHZh{ghUT>vduK5sYpHB7b+s|%(!*rhA;#UXMw~T=+h-=t zMViE>$qXwclU-f4BE4Td+bN-yoenKuBOP~XI`BHQ5fKs8#Ufb74%I=~=Lo}%=5g6% zPi&~GULYG;#uy{9lAt$rtkLHHxjFD51c@maWZOwH7WpVC(MYyNu-<_d1o7N;+3e~uKYt2IOE+AoO!=M({~fiw7`rdaos>Kl;eaE= z#&C-Zyv39+ziGXsrqGd3C(1h5B+BK}4p%<&UKweF=4TLi5Ig0eHX$;FdES<$hpiGH zgI}(t>QB{`tTHm?fJ9-~d@K0vyfo3U-n;=Y3zz;0k$Rt;@27i%2r*Zu^F^*M`}4_W zS~0?~1=)H!szZ!TkQs^FU$tB1Mlb&hmc{=!l9RUwXw#Jrb-w=t7e6g5>GPNMz4^%HhhXDsc`m>cmrnA+HyTb>ga z5f_mV<~?O+XJxx>^X9YvdVz?gjoD^K&GIaK$P%mFI<^!F!wK>))f0us<`gOlWskC= z=7k48o6lc3Y&t>P-?t}g!=|V!HH!Dd-UvDMCGhf=Rkil?_$Qmbjoklm+o|fvMIjRA3pQ-nV9RiK z{)&Xjz1T8D^4{HSSbV<4#nb*r-5No`C5z~eGA_I&bY$rjT884%z_l7V7wuPGzcv4^ zN#XSBJf{(n81?(t@CL;Mt+g^TYzew)I}5JSX(Z@Mj*gGNe*1P=Rj8cOp+hS~40HWf zZrI=YE)r z=C!-7AMg2;rk(Au3GX~~_^`jE+We#SHA?cI9v$cqHGRW8Ix)dI!N$NXn~%F6s6A@P zZe=pRE_dD<{cAOZwtY4T_=n}7@8sU0A;7%!Oj8DvCq36|+;{jv0lVG}ix&*{G@7+n z&#gDpy|7w|@fVgYsuROK)*Z!k%<1v&yo>ocR?Y7R)1(kpx26p14A-e`pVH6z;x%hz zWjT9$dpo&V=3k?d6mn!F=jBUAMn-pE*3GY9y*iy6#yfXUVuEoxepS`8Uw7u${BBx$ zT+-h)h+o}m?3bx6!%7d;PARlrk;jg9T(rup+!QbJT`dS0{?CmEOY z_vOumI0?+ZoaOCljww;&;^QBlXmmFut*wjKxiT@*ci(CEpBI#zX6Xoe`;}tQB%jE8 znRiF5W{8pYpT8_ReJ=56#7>W$tDWcfjgy(A*`G*#Vx?v4FF$t;OslT{`OiSQqy~$j zk)I#0&~t6OH7esaJ+@(+!_QOhOy-BwFwc}eg6X)s@r=_`v;nHoLE;0 zX>J*{{*{ZJ24ZJ~A@0|JU2iQEKeZ`X zKF;LLOc!{s++fw3Pc@0x?B2U~r^nJ&&rjD1Mfp{|f4`DqHQ1?+Xyo|1wbVxN_TIw6 z!tgyo{8m=a8x+=x@zuGz7*Bgk9&ZVDGorhZd75|YR(4#?jq&P9?K4N{5rEk%Q{xsG&u%j=obt|WjV~-q4Be(Y8XB|baV7CYtoQnkn`I`87cbs2vZd5dO`m$CuchSM z`^W0T&SYN=N1m(*S-fo7#+p9uiwein{BxtX6#Gn@jA;t3+8-wGj|*h|cAe2=yP6Jl zq(G!blxl|4$TN*FlIu#jT?Q+p*|s~J33M%~nV^yyUvCm|e#5%8D^-}jefw6P$0cq` zhg1|>_Tqz^+E4#Z?sPnA50Pt1>3^20fki8{gn9en<*Zgj_@PGx15{qMW8v$B%QNFj>cnN+=bjca%M0h>(DG>iI^ z(>=k07CYW|J6*WIHkG+s!I^<~ev9n5V?h1D?9k4a{3Y^BE>jE*4Uve-OK(Z$tG4{= zmvjHKk~$aZ`u$v&V5`|OTq;K(wkPII8_j;MyMON2HYZ9F&Ck_?2jZ!chd7W13`Oo5 zkM_5D^hz5QE*9}p%u$8>W%7rjiIMI@467Zj+A%2M>~ zTMWv++9<24ip@Bb|I@u_+ePtka6C7+|jBIRPp>j@QJoJmr^DP%g+yd6+Q_buA{7Wd0Q|-`4b=}-z1Mau6@(i`szx}%-u4R?waUj zTJhQ^a;cb@?orLvHKC=x=Z0*v90&OozN`q;H;Oty9*xQgRE^!cy)r#_D4Vd%;f*H( z@iEo)G8g)J>3QV+Xc@S7L>%mH+QqnVa^P^zjUXOwQ@rT|-xPx2fN(${NB}hKHrbP4bwRE^2CODwkU>w)Su>xsAfV+(wxs zirDm*vLNfx{u7!{HJ9|g9Hf7$8EeGEb20OKuFIiVO&P~ukBXip?+13}F1h}yzP_H688P-h8$ryLVTU1s9PeY)KYm#m*nHwI z&*AHv+krQ39Pd5BxJTH&jZTc~pRSPC%Ol~8*&5f;Hd;Tf?JOG(gen8nl*@6h+pwXa zv2is%{L0X{DtiI}5qp|<(D71Nes!Flm>jIK zo|$%8&LhwH>eZ`lBY|(f^6US;5!c(e;r3pV6Uh=irIC0)%*DkOEk0r5`uBik$^Pz& za=^Rza;B%EvWeD9`B^0D^TufPR7QpjBGjw&XG1qho*EiDXQC`O$^6KFPR}XhjvCA- zC)eDhBzS9QgnLR#3O?YZi4R9VdiC*=zXbksB$Iu)(U&F1TV|#` z_uUn_=ftMW@)()2lY7BeUhJypCzMFq_*bk%*SiBwS=7Z>TPOgR-V)L0z_kb*efA)5 z*PT2D_$;rw7 z{eT6s784E*mn5bVgEYU|=AB&Rc37dL%`H0&Ko6eRF4%Mc_A+(R4Gk|}-+~ZHi`H-7ysvX@=L15H6lkw}xV<68jNxWbkm#v*yfWLjujS{b zaT@7Wd3$G*_4f~g3u$Rt$2lcWf5`uw;}jjXbyLfbgn#b(>7==aLx&nwiWZ>m8r^E6 zFQtLn&yQ09h@^2J*t6%ACy%QaAV(Vz@e|G16)|e}0NYrOe}3txoouovqN=U6mEz{+ zX6&)!;ya1)$(tUt2=2)Rq=YarQ*tZ5(fjUxfAG2wm%M)8o#QjpQ^EKP*Rijx<@dyC zf7BTNo=VD^GoR!X!U6bXYT9J1M`#aeOFtXhw45=4~=EJD63> zv(@;o;GezGH5S==BA&d9Ykq&<`ht3MNZadli{e1rY~IB;-hMq8SF3xMi#c7tCF!n2 z%mcF_+kobqMo0((N1onl?(`NlRp{;Mp;Kf$!_V(hTp65P^6XG->({S~fS|-hKN^Ml zaRtTDoDqz9z;<}Lagn0?ix)5ItmEbQkCg|B8ZU4^6utMOrdoRN2IJyKT5)Y19n>1k zX`%HEqFYty|mhEteL`*+-o0;Aj(DFoMZM;qj z4FNdL&ax+~LjBSDw6_=e3g~Cq<>s++b3gk%=*KSpF3-(P_Co)TPb?f9KJVTgL;x!Q zlif@|nxMOiii%3cWjwX6=gaB(XLQ)V0Ar_C>6n z3p`6&wwpI^GOk{|@hmzcC3IIzJUjs#k3QSo=;G{*EpZ6|X|0IJ{!iTKC7vFMYX|V) z_ZF0wH@GN__-!}7`S$DRkHoy6A_x4wsi>jMqeFTg8+=CeK(UV?KYwwj(SkFZ4;1_T z<-fhkDk|tiMMb4n1#Rjq3l^=7*LmM*lw2gszC8w6BdAz2?evjuCC1-Vd-Ka>Wn~X0 z8pr{wW#mr*i+PKiRq{$ouA;nqVQKjDa}LRw8*2umqoYY1#N#@;Mt-#QifjO)on+LR zsS%!+IXP7Qez|LmzQ2FW;5zmDsIYz(GXgKUAsDfa4d;2|#tqqJVxN>k*$z9VD5p`z#0eZO&EDAd0Jw(2PBF zVfZKe%a<>2@WgG6GQ`bJPK~rQB%3a~IMSP78-_~XiVhiT<&oM`mvF3qaB$XE=PftH~ zy?KSvA)(tD_CM|ntubUhRv9GUcvg--`jGeb^S!+5)+wJJvPnq~wn@G%`_-g0SXtxN zuf#EZi-1^xM)t$Q7i@BADRn$#)wD&CvdHbBZa7{yO%Porp;~j>r2S_J6WSjIiyh?8b@+X+Gg~xu5Phc#?z# zb`Vk<#r^8lg%7sc#%PZi9~EHEa2`vpyGvu@9Aa7ZYoi@0hJ1WN!AR|B+zSvYTWr4U z{@IjyIE&s;iCJZIboBVgWYbgi&$!%wnu9<{P(qurOm4c+dnFP*19D&o{tT9Lk|KH1 zq?9qLP$|ot!$rSkXb$IVv>|8Fx*s)kS;e)@F271)#xH7DK>PI61SOeO_SC0TK?A2A z$!`}ODT|jcFU03p_FAn+spq^SJ9C>_7V=PHa(PJMb|8Q?N8d;$^K-IA9_5CQoy5gqDL z+NzLs)h6-7?)Ao-4v!oWTJ=mX^Yvt-=-+!SRKBA9&48y;lyK*7|OF z|7yLuxFGpX>;%dMy7k2j4ALV9OV#EJ?Oex3;5bWTx97EMJNbj!YNGc&ITXEgr;^g| z+-b%7DVnlvr+U@Rzs)zZfzings(Gew?=UW;I(P1zu0qh+lsn?H@L5^;4gmvTJ6J|j zqMr|0lqLA5=|yc0Dtn}}!Q@YW_P6gmwrrnzd>XmF5QQ_zhX370^&DEYbP>1g1$W@5 zV0+FxS#Kg|UoLceX;)R4*>n%vJeYiLS+0;oQ(9w@|D9tBm4~oYR_D*}I(U$gfBypk zx#9N*6e7;|eMS(4lob~o8KHZt8`J9>>GkN*x_??C;q3cw6k|0bcLi{xyAsB8zkJu= zqF|M;F4(Ixjp=mvrOt}I7l?fn|J84<(AZLR7-_|@1 zKDOH8UKSqVLF7qao(=2_|8>7&yP^xwZ@qh>5w+mHGezKV%yMo8*E5kCI<88m&&Hd6 z&sF1B+OdN&X!!?U{d)=SY!%`{!3Ycq(d~8x6Lk&MZi(uxibF?rQnl*D>~Aj!_!(VX0q7fXTv3Qq-%wR zm*Wpw3a8vfW|#4ySC^=1Z``_dRr>P<>YR(e#RgBsX8d(^p1zO4qP>3UIN18-%Td`w<+I*lXD`PY)VXZjX3qDgBcg)K5kHyP#7^NB@azZmy_#T&2gca=qp z4x-O+8WwJEZx25d%gD@p6EH5i7>mMF2CY-_7ucpaeY4+HY#e~)RRPPvpThqL zTBdBgMn3=8#uXO%p9u{y9}zb#^0CRNDIPm7%}n*V$vBU0K|JCAM%XGSGCsF#kzW~b zefcZot2y37M+m5}4}}u<-u5ZY!sBz?LB@qE{e71Ezo=h3myOxMEB5(If6g!VUtOJQ zepoGd3l;FpB~Q;?xf7mOud><8hNv)x%DXJJw6u(pzbj{LW3y9Bi=`K7^Viq6_nlLF?q)E?!2fx3M6>pb4cLENVitj)}kX;rMu(Jzvs@j5Ias5 z&)?!a1wh*RvFfEB3xKRy>c1TOwP1OjDsUrGZCF;~Txa~hB0YkXSCA^`OjIA4|DyUK zGuQ4Zn|KpIE9)o*80C!){GOA5$-24r*UM{frBPz_94qkqdu_qhB`e>d;yCxeqD5~& zefjd`U;3lGGBOR!1?#BaZ0#wkdEEQw8T;zn8}bKzJJYVBA#8Ue>$r9)%Yfv zzbvB6sGnm_gowOpEUm(FWxgC}lqKEg^Nq+U{#3lGObk>TCA@$J8YKmb7?8)dk2GPKZ2;_%3(vHPNQ8q5P<%2xi!`w$YT{+?RiY>#AV+6iVFXKWc_sQ zXCO?lNt|NDjndBY-`AG2Uk0O1p&+^VMkslyq8bnLGYH4uMku7Re~t+Pre- z;WC}~A6(F@f`i#IX9{p?mj*oHG&fJ%@U_m=DJ=($GJofeOwyK8g%*=?3zrQ1c z#g`SE#(Jlz)}^wA=_VB4-gq?lA08(dHgb2TnleP8MjUH(1s()>o$IZta?M1&{;&BX zC@4rH*LiH`$YB9yn#{Xxz}b)jiUW8I+l>QV5ySs3nb(DQc_~ngMC|gwrqQlhvu6Fp zXJj!Z`to)G@-1twC)G%`PQu=haUtN|Ki(nOsgmnl)&uP-XPUDlTU-#&9;m+&__xS4 z6lG;O+ZM{(yPG`&0uDq>98)@cdK1YcdLmFJt{(Bb?RVwB9$Lu#iq-kMcwDafua=HP z>lQ3wzQVwD%#^YN1q~~~Lr_4N>$u?FyCVJ!@}uDmRY1IKc0cOqdKzDp{QQ`*tXV-+ zlnGRIzOR!Yy4X|AOduB&@lW)jZ)y4>ca<0ye#<})TWV{*)3s5uqcl^Wabf9K8?Y4# z9&492KI?1nUGW|&oWJ?|m_3a)QsW^lX&?U9$yhb$hO!0q&i<|`^UCw*TfUiD1ndb* z5|8txj$0GlV-|Ii|e z+K;VL=bF6UKR(d$A@=aanf<^yX|AE7#x&z2eF50IyBh&Inb7Q#eXwWGo|<7ap?ugK zj}L^YUc8uiDpT(|%O+i3 z2#-lgNi`0jmL$$JFb)h1fMW4UZHCx@2+IIiM%jMUgGTy^Zko_D!@P6-!6ZZhE4v)k zm6Vhs4#f&@<4@D2L*-n$N~pnk_Bl(u&|I=)iQ>+km(>dwHW-BZtvYOE#CNVG*T1#( zI4SJ>v)!$DOh-w;KFQYZ?o%sgS%p=HFI3z>IwI^Vh-F8WJzyz|kcN3A71ZiS$7m{?h9!Py~?rdqaeqr2T1dnnq+z6pI@ zI3UC*hyvUq73CB{;roZ!D;~>OJ3lHwj`{rgGql7kiJ~yGAzzlmM0V_cw+32_c2*Ox z|Erc39(0Z@TtSComDSXi>!zN%)O2Rk0lz)x)v${Jg$c8?CaCNT-#m8`di%Bqnx#l= zPb(XnWbgTX5^-?1WGkM>{H+HG_yBf1zvXspwt@bc@)WD42o3TP$MZi8bo8M$Ag{nU z)s82Z{A0JA*ajvE8G5y|%jzYZ-PF{i| zb`?$WqWpBln*9wb8duf$gJODEQ}faaHE;F!EjiRHsV;wfwdmL4U^~mBLbn}%88$R* zl8d=qTpIlAx<;(#UgHmv`z`!pWg6L6J{nozQlecGEFri1MEtXA={p2az4ln9+X%kx z+UeS-Cw_e?8_Vq<&wXcd3^DjWAUa@jORmeY#Hj}l9<+jPGBfMq<7$B%Cuvdl;ZtXC z?{#!+T^~aayBdNL2GMiTkmoPr&a5y-czUJMZn=ZlL|hr=yHf>kIk7YF{&Zxi zi$3i~vZFxCMS>P2L zp4^JAOnB;NSC`p`MT5eUNhW&#qv!p0sGy)A3BX)0=ORkkGlLu-&;y{n^ga!@zM_T* zTzsmd{prN;9_)O4`v2(86i|#zOiaSD4ushyw;mraY+`EKh8rZm!D22!ZbKYVQ^dr? ztcHJ*yQ@0Yk^JEZOIe1phBD;Xf4nns`Em`)IA8W|Z`L6@MA{U0KA z)+cc7u1L@eHPc7pw2H8`D&*U0rtP{9_ozV<6%K2$)C#K0FVUImU%+s$3%lb}}vuk{q|mY+6^P zbVp^bfBhd|wl%QC201IQ?J55TdE-!PfUpO7Hf-2;sEYga!c! zLibe7qa~c2@tsv(%m1riI4mFXuMRJ^H`%6*n#1|Kf^xxs}F4#^%dnLe%PI zJJ1OV3U2E=CNO7{xmL|y365<5MK9QiP1SyC+@6R`dbJgJ8l(9- zWSgktVW>2i!n;^COf~SqgXQQvWnIRZQSxXMTr+LHg7-b%-=Q1HwcQ~cl0zrAYM@u7 z*U*q%MrNk9qU!ddzjZBQN9j(DzcZ@}ef9S3#+Ir0PQPg&bmE1OIQ5PKHj`{k0&K`? zl2jvg_S03cFzr_u9Xqnp<3#+`tq zSwk~j758ZYcdjVV-uBxY{Th+<4$`Zyo@tO@z<=v-&bf z8$ypjTc_**nqT9?$FCl86@jsK{d$N`!ucpG8ZXZ22l?+4xx0EY7-D%C5d2_gh5t>r zWcvSR56y?1hJSj4Iy?@jLvi==T0Hclo&oXlL??xR?`8Vgu zt#xYIUFg8wL+4qL=)D-^ZkyL~UtI9>4<6E`cK;E#demCA-5_yTK|m1?)Q#J>Z}+)g z=G`4Pxca{6xvwQKT5Oe(A+-Ufse4R+zuOv6MjTUUVxr(J0QJy6FrWyqzA2K4MWwp6 z#3agcY_2#sJ3G(n!Ad9d{}w&7b_|Q5sHmt2t+*tswwRlDP!r`FiWo^UpPl;TY#EBW|MDm**j*SH7@*2R6Xt*Q#}Vm6oL%tO zbwFN(3fRf*!(yx#@CtVdj|sxU_a(Qd+JCiqyk5oH>XnOo(K~^>8|rJ}LF1D7(bDwB zd=7CMUJla{jhw?38ak`-A@iRNN!0q;4wBtT^C7YATcf8gJX)wnZ&DJVRF97TNKA5> za7aDZ%z<8MTb?4*LMk9u>7p(EVg>GI*tNO|s?h!*67vS>R1~s_{c*<3o2Lk&FEtMJ z>niW!ZI*`T;SGchaBWMAY1Dz@7_B(#uWwe}+H|arZ|3!G4eCv`mgQ9;^gmo4$jP-%~|$L zjEpz>u~ zl*c{CwpH*r96WeKg&0l#gZ7$rB+Vf2;d2clCOocPGeS;Ve^CTD8(WOs+}s=wXwRjI zI^2tL)omUa%aHjJ&W4CjhFFX)YwU%>4sAJo*=0(m9(|f_!tb8LCmN3k-L6ZZHx*+y z5xe)f@vF_&g^JJb1>f2mT{rW>BUr*XHJV6|(T4>6>$Qw(%zpX_I{gfp+<1HMeeYTE zGT5fhJz-YY)Ka6Q{<2&)+nutbMPpRa=+jPEGbeP{{0y4N$!AV`%zy?TW}_Q7ZyxG) zh4-n*fRQvYWNm>NTie<$B^-Ov9(~t9s792NlM}{_v=sn?3l(pCW|WXc+BP0hXME5zv7+SBHG=_^(qcXAZd zQiF;?SOH2nI58=vIk}ok!By`m)vjH;=A_^FV3@rKD+$Fxb6nP}XYS!0#?Dyd6RAa~ z?KIcGe}Th*LhQ*%E5^yePqh-3x-5>&HCz&`gUxH*_Ignh_EPlT+clX7fU!Y)5Ti4v zg6qrDs=#~qywL}Bpw^9ky=w?Ks6fol+wM<&`C@{eqyzm|&4q=EgytPmzi~~{d9A5$ zOEMN68|%KbWh9`2WA2fZx_@m3{C>6cxo~uxj0<1!&u)ruMeI}f9WP{b6rewMYkKnJ zUP-LrS-#m#P}Oaib8!{8%Uhvu|7hC06E_>dF$vOJ1k7zGJX6wH_^jG^`r#=l2Q_SK zI4ziAOrzPndGnVN!QsS}>eep(Wo{FSB1lUc zHzv+U{l`N%Z?cV}k*GS>ptc|`Q?;eJnTsT0sWT17dm|{6>4`oCJn;K4Y|Z|dn33ul z9v<$@^CBcMOz7w{Klt2i8I)Fl>jP(%|Ni~q9}Y|BFR_@{hwsp#LvS~0x4IG>aNjcb z)uTN@R=rJIHRH4@{%8h#$-B{;Q0F&V=J_K98NInB2w+Bg`O1|x1WNCTSsI;*NoP3{ z7}6v>#Y;WZZ?i6>f}+M;FyBih3t-WRt?j}l*||4ptTE~2cFzSjNZigjGvYDWzPwNx zMMOjhGM*m)u{lbf=Uy?0Rbam*2M!##wecu@;>%x4p%F)>1qk>AZ?)xLKuz5SZ!yS+ z4&WHw30QDnPV{CIakiy#o{&xqo~ynD+Fu zjWNG7B5WQ)4h19l3ho$e38G6tlso;UdpFOb+8q$&_z#5o!2|vZD|qSBB{ta$TY6ja z6784Qx&IdWDaZR5l#U|fLSem(gBIEAyIM|jxa>&qTzG+Efv>2(gBE$Qpmua5u(v9hx(ga^(V zJ%jT=5i4mJC=+VJXYcvMnV#)ai*3KH3pEv1th~ zJ+vcPsA!nbHHcB#u_dF!=x+bOnt4+S;ab@WS-@!7 zoVDJE&m#ZMm%B6B=lguXnz7D6_z;D8X!3hp;-eB_xfz708|WC7@hUbkadB%PWV@dY z8Wv920Mj-7XKP>s_{cr+OX1`h@+-HC-XG{guW z&$LnW-!e-5r^?C3+!ogfI`|6mEfRCCp}a+aHP_B{&K#1l$RC!p{LG2&uAnyVC=~_d zeFb|G3g^kX{{esV}q1E`pAtS(2F3c%1vG zRc2T&IxGl1$2O?i?|r)6PTJWDG|QC}6d~ zK@-8T7ofg6%kM3cC&B}?0As)@;`G)iJ{Y6MUi$TyY)dX6gFuyZu1U^k0EtPc0>tt_ z)U6&Q97=NDy=99R-$?H&&&$hGz>bCSy$1;RYsFwd3Zj*QxdFe6|E>hEig z=WDOMNyE3HKo4>%tXXp@j4MGI*>`-n#}@%%1Z!-~M`wVUx1_p|uLkp1BL&>HWF`M` zz-_pHQ${C`RY;C|SR>~}s`!$@6?`At*R7BR4(7SKpc~s|F@fze8t{USQH2SCU4&Ex za4hPfO!3kwbWx(SnJCr`EmPac{E+0OuEo8Ut1RajC_Nh9L-@La|!(u(3%<3^U% zor-$4@WyKgj=iu(oWHf*R{>D7_J%QY~Cdk}P0?yEyp5N%R3JzwTLu){`EvEE# zPXN;rhmWzGHkEpiThAxSpCBc$J?bt#kUXAEM)%-6PpI-h^&$GIL*Hk*{H4DvKSWQL zha+(r-4iqQbC`qz>jR|L4(eXOAj@tKLCW2|y&}a$MeIFW%OpNKc5ziVHXZ}?2_FST z{w)u@o_QD|(i>&39nYZPMvTo&}IKf=*flzQkAB z@-y>`Gavcx2p(3Q1azM*&0w!oWFfM{`l-X@PC&g6Xt3K_n$nuj0Dpv`Iv(@$_GU6R zGAhK@@dgBtc6@p3sG=ljoAtveG~_y~9&Ug9`{O}KYbD3&v=d){rnY&T^F3EU*J1kX zvuevvsj=N?d_Qz)zr2vdwqga}wyj&e!BGXB%TukRbFZAydZs7X6Qvbb#4di)3y}~B z7Y&T3`v!<4RpK~3nTbwUyBgL~JA3<8NcSS2b6pw>t8c9Na&G9JTjL1ycwcBv%nu(v zEJ8~1ZgHE*sUx`L&VvWS*H=sLUk>R|Ur(~)gM$U=*|zM!gdnq=oLmtVHH{bGHNVfzrH2mEVf;|MrRo|?={K&w;&^W0kwg0> zCa(I$m&s+30zSnL#gB6!-(b$Mn9M|A0)TV7LwS?ZJem{R3SUwpkpGzcosbY8QftbB zHryyP2^KZJwq%#;JRIE$HrKVc$lAu%&Q2MCgK5<&4T z%Y#WqDrzATOHjc1xdrFYX5iQ74XSRnPmf?YEFWS0OBTy5E^+n~v%+LQHLzGfdAV9) zQBm95&3VeGauJ$B6uP05e3TgAK^RKHwo=!E%imPC5~|M}VpL0A5jb zUL$x;U1Rz)+!j_OQhYQ@l@2wEFgcFggCirmcJ5rzSrrz5th2i@5i%Zl+9;x&WuH$J z^xQZ9_?U!;{anFbp{orsn?Nl0cUP~4J9;_SHq9SNZ*Fglf|E7Fs_nA3>Yn+x=wKQb zLj{-iM!!jsgUm}gm~v7b0~*_^I*{ou!04ak`Da8l5U(9UvxRy-cxDE6Td)ZnlBXXH zjwB~16Eoe<<1rUHY)0G@6u61IS0t}H3bm`OZ6wI7}cbo+$50L(5{TRT5(Eye@a z5U&EU3ImuAlx+wj6UDP)%9+U!Qp>=A~T5CDP9|`@r-J zYxoIdScs;Pl`b$jT!&AEz)T>efA5en9p``Tw(%5P|NJ(5@-Ie|=_BJGo=;io>c8cc z`H>}PqDp_r)BnepvX`ODq$o0i-qDC}QE;7<0Vm=CL0@M3_JXP^28af);C34tpF$`a z4Ru!&ItYCYIuCko*(bIw$P=U#5@!X(Ht-w1k|&*he|sEegyo@8c(yYlAAp?ff{g5J z@`)IIcm*MH@aKILc9xmk&}(4o+TL^-j@ue210j6M#h4X`{>6ODsE{QjCuUn80cYJ3xh<}Z&3(`_;N!fD_Vh5?oBiAke^* znXrC5&%F~wKtgR5diT%=yg% z$#uEIOO#0EUAwv_ioyi(WydkA0(W=`)FsB1E3XJ0dCDfMWt?sIZAD~M6!_x6BI_+9 z6fdtc)uiD@MSWdg&x#By@~f{3eI14s2f)lz5jS6jZk1Yo|e5ni=x5X<5X^SJ3&OD()1 z=hQ*0FQA0CnAfbMd^CH%a^*@xj!a0N3gL*(?k5-Pn0LtsB+NZZun=2|RI*r!ziP47Qcm=WN$bM}= zOJwFLDIhR7*h|dx%_+$-j*x3Fw~Y55{orDcF(pBMwP1HtJ+fobnkm&k(;vXy?wug` z9;v6lzu*1w;|=)sYXS1(iz!yqlaAP&q=T+XI^Wy0M3J!{Pj!{K+L$_3ouvLY2?=I^ zfD)u6jckXr*u>#RMLtAUSmwg5$av$$+?A?!}~>VR!{&7~)l~?Ck7tk}QDJh#I>O z1LBdG3MbQ*X~P@4CDn0w1c-@&nthvJ6%yCwYOhJm=hP}8{0{s+*u;P+M0~Z<1&3< zamXo-kGmr&nQc)oLfjh9o;|~G9tY-JHCmIv>ktd<(n9~T9nyc&~MU{*;U zf}MdM;5CNuI9T*0ber>2oGh*RZ)qa!KIfY1fGE)%JtN-GDk*Q>M7Tav#)i%M9Z zojZ3XmF!m@_D2>Eq>@7?00&749P4}Sw4UOrf@F{(f*1g>Uf;ERPH-ng;&mQrK2In{ z*O{sF!pG9d@H|{M3=|4D-aaLg?QV!bsBr~ z(Pn!0pA1vQ+Dar1vMIRAlEHcMHn_5iNWK~C3S%90g7|M`Z?A$)&V)n}9L)A@Unr_x zI6Pn(Ftg@Pk6RG8%;ub-71!vwbi2z*O!{%laS%cjn-9X8A53t5Y@!PYCnaihHMLJ+ zX7UR3_17&ehCkR4w|BT{-O(KILiYtvQG_;d0LhNX;iROTYsw&bq64?$nUZ1~XpoJH zp%yC3PKq+Vp}%r_-|<2(CSv%jb47B&lf)50=%7663WNBr@oY1?lF?IJIg$rTbpo9`ddvfiqO79(--HO zDJE{;8bQ%v7oH%RHl8zaz#xl!H6Nx5hj>NiKS3<{-4iz><-7YsY>-Oc%*wz;E4{r+ zj}v0P57E&MFY+7W=in#~{?7{PtDRJIbiV$%XfXqtRyoqm1s?*92xcz^H~ z#ZN5U+#=UdMYla8Jx$j1yDxEIE@`6#6KoW%O${)?bu_+mLXTghgvTfg2Lw6Rg5K~8Eq z_{$bPN)l4U*fd5?nNyOJ3$e_;s4%q`h4bnq@{CiFv8veYsCX-bMb}mhlco!=UWIq2rlUF5U%q%TBlJK4pGZ<0e39td@y%()`T#|;X-|Bg>C!J* z!bDm!LPs@*D!7S^kB|GHB@ybs02k|6E`3N>h=N;g-7v71FD|vl=@`tli+4=6`)*Dh z&bIBkj;2xwGwhy=uD5|ibsgw>R5hXH+Lr*$Co(ZHu>r#m2|Yj_ zeqLUTsOJJ_-xp2-Ph0e4yG~tXa?b#MTTrq?`O&f}=+Eq>N6bgo-kpQpOrITSHh`NMf zO1hp2wgihn4^`#eCwaT>gO46RX3gqu0PrBmkAO$CvlJ4wIQV0BTo8FEZFtj@P8<1Q zWSv&z5)3ekk)i^QKVCnZxU-1a4rAt*(d&jIH4>PGe6W<$7#>@~*`dWq=s}WI!9h!* zQ|M;QF#WR}J{l`4EBC0VwXTx`yTD^-=698uBhwI}8U^@~@z2H=iMvY#)W9|;*>>&6 znJ$ZG;&!3lt*%~# z2Aw$c_%H{KbtL&7GUyWC369|=p6^4|7^5cX9aTb{^u$PiJQ%^PN$rCO@T$66W4wxU zW9No->zFUzdkqKlbEBfAL|{$K9T!4B>WM>SPT*E*t;>ldV&=le!B*IE zdO78nnp0KgrY^glNMv_qxDi8pLb64f?V5=HNJwZY#`=ThUAF1IIOmW2M6`UOb7BCQ z+PnqL-Va$Vs0!c{+kX6rOT*v}7kZZ~DJkMBfK*SsCK?K(yu3Ua;~-lBYKQK{G1LZs^*=XRWm6Djbzs%rCrN!+6NXwTS?ckR2h2omWMzpGK~WD~2* z!dz%Hn4|a6N!Zk5PFg9~tx;LoqwVR0vNBCS8Y>*H)8V^0H=oteIk3wbxb!8e*ZM5| zU~J}-<-wP*FnhB)F9MZ!f6mEHJ)n`8AaxZX(GI%=PH#EWux0sbspUv3gt{ef!0$Ui zM%3JE0k_bG6jY2gVC3ZVBgq22U=hdNlS$h=c1HZp`cm&Mi+8o0%?erW0**mf_c8Bd zobW_V0g)5b*M}^KJLD4+J7kfK%fSw|f@EcW3^|jGVB)<8<8(k@ETDu#jTn=!LZeFv zR$>j>F}&O#c*(355;)jX(9nA&4!VBe?> zvM(3*&BMncz-vR}Eg-QI)51ad--_6GC`NNO*t6=EOUj8U{ z5tT`v>Z01al0py<7b@l>M@A32lyLT`tWTiRN7U7*9OfZ>52ldgZNnaj%ew!(2rA>{ zPzt=%*hNV#ZeFFiNu-}4M>ae(lY>#v6T@sLK*ukVvd@&mDFa>ij#msFu3&FN-}P>4`WA1=SA8C8e@!HX|cvCNv8A zL_U$6Scek>A_Y3PSHdV!07izKG=X_5p|c7Q29VjJYcZKk!I=RG{4*%Pj#|yMzueRp zDVDxhE-o(S8F9w34`c^ku!ghKk^IE2SX!+qtqqSzPtS z#xYRgiT(EvOW-pj>MsBa4d%e$Pi;f|xqEuj;vpRE76ngFe6*C(b1YQEO#&$^X(-}I z2NG8XT737P#T(`1xPaDZC}iI4!nf$Vk6J8Y*uZ&V*anLzq#Yns2|1_-c5g+L92nbe zIk(v@MyI+9GS3#AxrF)UNTg&!W&((ap6}KB7N2wtWd;W30pu)lj$e+`NTsb)CTcg; zj)?ki=X*Y_LRw~%ca}l8Euy8RCCA*LDXz|RLrZrN{!QRcG6jUaLKNlxk7i+Lq!RMG zaI-9+o4g2yfPafnLx>if?Y5kpjCS@@Dmg$5c`ym+gShrk7pqnt+YiJ4E|4WBD<61c z4O7p2T!Gp^Sf(quePB8P#XgCkaBm<-7%`K`UCmmC))KQ>0S z*gzPA;eKGVP2#B)Uz*lf*xd>A{gN<064cc z8ye`&w8Anu3V=gJ!5%Kahg?HL!H1#;p#yq?b&^Pz=t4Lha86t+>Wm6O5as5Me_$HFC%I}N;7Gn5f2?zS*uId@RIoK;ZS z#I!t%nU^Whe`D{{3GBobEf+fIlAseudU|?xcXtcW0KkKaTCrI_>ruTZy5Xv|Q?b8&=+qmE36BWstB+KlpLAdC(u)QG$vP z1zxVMu94^h*x1+v0EmwI`TJLh_YzgCD#2p?3~+l+-%_jg!X>kPQFeAV#A-+DVn6nF z(5m6KwNuDK-q>s`79XChAv#S&L_|9xE4F^{!S?g}&(y`=Lnm^_EP9NnR$u`bb8>Q2 zkg-Jh_;z9!L>rXg5yg%oqKx|0Zk>pmZi;7g@k0yp@px?HJ zJa(}bm6;KWh7$Rn$hf$;25jd6unb7PI4#Jh0RXSMq+}QQ)Qwv40=YBO6YXF=(ypIJ zvy4%gTqEoUu$8;2!4MFoE(2!>CQRYNER%35CegBpnPPv4#2(Ud>`VRbiq`hm&$u6w z^`zD0nsChDH~4N3(qfr_*oE^ z_av_O$4U#0(@OOd+ULe|EjPglgQJ{QeznP5yyHjT1X8IHzDOBt74V^kFsg0?`s;)Y zNl`pm-JfuZcek~zxp?uS4-p?bIy#ndu4U42U8o^^T%MbWDUfS19i0jSi1>wV89cmx zmLn9IxVZcgYJB?bD$1IS&$9lEHYr^ow9pdR7N699Uoc{A)p|^vC>yJI$YA-s8z+5E zDq?r*JW@%T6$xyNqQc&i0~e3KT0mT3B&}hQA*e62W$^VnQ;2Jdc6!qF7>NSodt%kI z?<%c(UR`wpiGbLJ?g;B#MqX~q?#qP{anc>QU=1ePn+oPm0^k#3UOmN0@(lz6^XB?g z{Bhyy?W0?e`o*uK4cAJECIyrD*$3}jHYjg zyZ|`b-LZa7;+nv?*qj$^@jc<0``t;^Gj5<2uI-J!92OQ<=b)gVK(JobG!9hUb>Tur z?6r9nY2mEG5S4 zA_7fO!|n#66gBk0(Y?&6a)3K9r(g;vFgLb((z5rM?YB?QwBiD9-(IB1n0k_n*;E*R zkG2%eCJJ3W%(gvHD8V`5e~~@OiBz$g9@pi%9AMt}^IHy~jEE@6WRU`=dkh=2!CRwi zpbKFDU_iEuGRV1Dx+%}u1YS)0z?2w?#Iq+vO-)Vr7z>!o>*?#`+^rjC_H-=0W*iab-=SrY0t>C_1O!g;T*G;CD0N!32hZ2^)n&cQE5w z^CR55psY-=#hIBosFRJ{_}MAIiO?i?uD(f@Ple#jAJ~z>2Jba~=O=f56Yl#^EbLrs z?!Lu8gB6|vJ~*c1s&2xaX?h8ALJ(;5J$);)j4HSeSN4R2z=BVnNmP_^?ifyb+W|hA z@OH#)hMO0=r)DOo zd=(iuv0FZSOv2#H>mhpIQ}hQ7LT$4JjcU?zGDHQLmlCG|0vZ0l`E#4J)NtkvNVYqF zH932EdlT%EcFxzLV&3_TNf~JTI6h@w=p$(cuaYDTMGyjn5>asm2;QR(>Yv zu}a6awTN{=WBMZFI$_$ympLHcDpg(%FenkmNpiZO=Cl136Wx$rhdBn@JbD<+zy8n90d8O zIQxkY2OeDw>$;H5_kB2axt0j;rse0D-ny*Sj3vuck-@~cK4`luXa`PLc%k;5Uo zFF?uAuVaxqCwd4RttI3TWcWY^V*=28i9it~Jr>dh%h)w+x60G^lgnt6XEbab9PXU- zly#eK`l2pRf%K7IRdwL0pzW6eX4E?m46;JuVcEkUw1$`0ou|Kt`OitADSXn7wAH>dl&OzSw&M76lTbi04&f zl9GiI=P^x?urfR|Jy#$xc1=vC83LUyw^KJO@@33=^Iwu^E-FG9#KK-rbMZEkV{pk4 zR}I}=Vi$)_f%n(#n|k=r&2y*d^4l9X;fvS#rHDs(3jw@dGxHZWPR`phIecHd_wx}x0fC9tT=&$jp-pK6XeBnn zO4Ts+@@3e4#ex3TFT>5ROZv7hxg4IRz53tZfH@ zrKLAS)@(T`FL7QE$*nYHZ(b6dVtQG2ODO$Nx~#`tMfOG?%37vWx#~rk{1$R5uu}bw z%4}Bl%Q!knk9yhNx$z=0JL5F6zo@N%o=sY0Wtem1yHA#I69wb64h;S-1tc-wem|Hs zUX&g-!=Z17(I)QYNR%v&Sl01>D0}aCtpE0J{FJ058j2*EQYo`YvPw#%i6lEhk|=vL zkP(%VQ3@f+C?qnHtYnr^kwQj_?5*GPsL%bq@89G8>;61G*VXm7D(88=&(}DP=Q_f*K2G@48=lc^ikN;eyX5#WUMC{MOs6|1~c&Ol}Zu z4|27Im#Ae)UgWHYrs;~erub8d5Ol5!F z-N3tQi&ZLkOLm+nFrZC-_K_RV%O z1XAY-_p--N*^ub!xJ%|eFCd)A7g78}lmRnUIn3x`k zIoS<|K9AXV??Gn4B?PbFbgf3vEB?67(M5;n7u`^gKk{i8pNCZ&v#2YdYK(a0R@=hJ zVS1wD9Z4;?4)vy^rgav}BAet%U48Q}s zP*hg7Z(R7mq0@u=I$=!!>N;zD=la8_zfEyWWrmvr9sgPA^gz$O-Vn}nf=A_x zv9>ec^P8MSeNmZe8X79Fn(hsEnWrvs7g7!IB8wfG+zfpuPAXR@_akBtz^(ajL4AS3 zQrtZ-oUB@M0dnW8aK@bh%UJk`aeEWCZMEmi3Nv=??LOnr(hYCWirHgHMf$g- z2V*vJWa>urT1<`?Meb8<-AHfbmYwOYy|XVFR0|jgGjZ=p`>VV@&kzvMLG(i2+ClY zYWnfHEuq%p?ha?oj;8slVS#u1wEJ1Fw!oCL7@x?`Z!Ws#+Z}z_IMKL|cP}ph#r;ok zBxD7NkLlCtVH_6oq{YjgA~p;n^aapQ7Opl{~CMnG>8iP^q%4a7mxP+5X!erY|r|_>^tE$BP7X` zek|Tkce=h?Zz(kzy{+n{y4dT(2l=zV4OoGbTY_I*L>?Jv$EfglbU2O!Y8PfE-${a+wqI>rl2wL~t+)^#a$( z1E4E{JVw-}1!v|io}VuY7bDsanju@xXa$I!L~1&qjY~QAT{ThS-8iYdk)#nC7cU@r z>Uzae;al=BzDb^GM3ekLiQ-)eJI%WA%NOvBMbpqj=;AtS6Sx7)dZWZ7ymX9z9ne>t zJ8PZf4a<3g1=q!*@;q&mncDQ8#Wclb>>Np&ke7o4Xqk)a$iIL z&O^(Y#0ewzMG~$P-OgN+03r04v^$7agyG-#U5FUzI_uo9tw8c@2gKkBaDbdk0BH-L zmSS_|IC0p@?_9Pwr+^VYAjGt7(a49)_Exak+HMaqLQz9#HGKXL3^(dz< z|Necp>uF=}I^YZRN?>5g;0P5rtR*_hWjlNiNsQN}h(R$-O*VdV`9K5q7>-FdFeD5S zy=Yi*qM#i>HFqf^LyAVa0BMrV%L9i6fOsYi)%g9JVtfC}Ra_;L-y_+fiu55)PEp{I zbtXvYKpAiVBardt2*K)(O7=VoSpber5?TNbq;+??NEvpmt)J^pzT*g2`Jz@d=t z7H05N%q7$9xoGxyq|dHE4|KM>ZWHnD#8S0a-1EaN(apyh{`7QF z07YzqKlJ3UuW7B~ZY>Fx;Gl06?(UMOA<G-ep;yj06XKVMMo71Hr(X*`=&Z>DW+dk!v1$ zH#(@g9Ke_JY_Z@1Jc15t(Im+B7En>>%4?i@z_NYCp2fAmOFLNaCU^F1On0IY6)gC@ zUC^(PRQI0yaSDF<{Cv}=H1o^wCo`AGEt_K^H3p65hwd#*9;mdJpgGWfadssNNm7!7 zlOVc@jP5=yd-v@5E0%@9nP?6i3=O%i+wqlOg-nfBeNFCoyBTy_+DODDNhPeSq-g4F zdMQQ3Deqx;W{41?TjTYWIYbW2jkPTTezC7I2%<V zXY}viC4ZhKow&GsyWXU3lJ4-bu+51&Oxu#xIp?wP%h%;tU!LW`zb=oBCTL*(4Wx%F znp1z1yY{~@DwHvadERshWBC`81{Pu>m-}W7Da7?Ik^{I+VFY0Cl<>G7hUR!y$C-LW z891?l@HoXR zilUT3nvaFWYlvr0@wkvrR{_VR(h5qun|9f#Ug1exgo5)mvY66}rhb3hNogk(&IF`@ z68hdn>{v#*dNDYzmy$?;069qKNP$MvH)y-y%rI1`(3y7UXZi347dr_Z@$+U8@q{C? z4}b%4oOlZ##z)F{8akJG2>AkyKvKo*IdiHv{DcM17+?ln2Xa$sn^bS}dbYJKb(nm? z>tWT9-o2#locqj~eEIaFp^u}V<$zKGkT>!T#z4A}8v}_5Q8@2W5r5!i#nz4WT`eJz z`pW!P-9i;Z9+l^fK#iWQ(umn|gfHyl%tD`?wh5W2{2d$|Lefg>f!E>ueCypVFc2lw zp~c`_89kU{arKHpQv?av zH!R^AH}Hy=6B0JkYKM+>vKmirh2QjUHh-rP|likrXcI_VkdTNCJ zmRKqv-KNAAv zYrXfY2ToytpjEg;a*E?g;vYR@Zv|^d=8XrB`_*H zmokaxs4gb)qYTQBx5QJX`fUTVv+HLR?$^E2A}9uVPrd zPeTJTqwN&22mh}U5)}WO@2X*8kR~V50m=BBU?;mcHiP3P$P-40vefvfN4cr`8aIjH4CdCdxQ&IhJ?;?}72;am4pu9tF>X155 zgb50iMDzib;pD@}i4yyaQY$D3|B4?3^^GZFP5IzsvGQEc?;TLAF`mgkitCV;XhJZm zth$;TA{$}oPJ3Pp`(DC+l!L^O$D@kK5R;6*^hMZhOxd|vC9uEQzGMF{*VdN)=8@lq zL7uD%<5C+&@*Gi1Z5p)SGV}$SxWr%JbHz^mThv+z3I);}+K~sTMEl1KNIpTLy}~IH zV+HFAz$$EZlZYu>sqC=4)#c3}LG{BIMyBD!k%eH?(QB%9G|eGl?mZinZK~?IMX**d z0lqKzqpyKR${YOr_+VFb`u+Ci6({a+#dJvQT#GG9kvI@kriZy4Zdp3D5UnDV-kyPh zoV103?HgmdR*ls5FbTdr@=+-rM zonKKXEqMCWd^WpFACtCV5Sg6-YzEtHz41S-TJT?B#m~<#KQ_}cU{0sKzP+(-S(5n+ zTahZQThhK8?D-gWo2#_6`7F{uJ+Pb$UThWI@*Q{hFCBOm-(QH_l@BK7riMH^P&|@I zvlU4eyU~pf$VP;O%*I-l6}Sof0HrdNcq+u7VE9uXXKWl^oMCbF+J;4n@ zrBsBQFWChRpckh=0H_Z`BxdpKaI(9Ym)vU^1t|5tnE=#R^!_1Gg7V$z+VML$S0FTM z|Huy|!48hj`vT?DnZ-Z9etnRtXJ=z;`+nSrxuin9LgXOcJ7!hg>99XoJi*KOR?#e_Kkt6r)F`SHzw4w2<)13@J!b9145vSA}Ds9NZt2zT-Ok;}+j?nTIs{g;cO`8^Cjd zQxW)145#<=syCt>MK=}!_RyYN_dR3W+0BN>I6v!>W^27vKvaoHz$9>QA&zpKSw|1Z zK|Qs1NoVz)_REHf^(%r=s8E53s+5&7B^>#o3XwzxIEeznTmiD9262&}3_S$m>j2z0 z=owWyTEo1~L9U4g`wc!ux?DnL7C?lzgMC!Qq^@PnKQJw{ipLFe3R5v_%nHmHx(_gg)0+wvEPT8of2nG z%$@9VN_;d50*p#+92MWN$z{Typ{pbkz4KFgLIuPgyAMks*O;_^X-!pI4u2ToF?K|j z1>HV0U=av-5$Ui1lH8ksBI!VfWt3yNr2BnnPj=&bh^#zuKu%Jhx6REBsym9Y#?9Z6 zIZ=*d7EEtUUneHbaD!w-!&p0E&wlOj$UdPC?=)QVM!2lVTSj9^v5Ls~cIEzk0ceE< zU4wF=qqKu4EpKXg86dKGtgPGG`WJOJ^w~Q&X%=3YV_B7We3-RYL%zue7Z@3q2%X*S z&vOy)cAtQ#RgBNmBI$D)8PDpZ&l&T59Q27!S#R&5di55Q z%GY)ZuoOmGZkdiMiVS?+f^P_4@O=GBT*_?KbBlNf(ja>0#&(x-7w6M3iD^81DxeC zJyzX#%m6Kg&S!Vj3-{&*FV=#v2I*Rt?q$ZNS~tF^HmFqmND)T|xx_%0%Jxp-7N_xc zyAHlV9qxPHrTksU-TIr%AIlR~S{5DpVhlMTjl>~wB&DlBxDwQBHD_RAd(GrMk_MvY zfO*HOV&rC&%Z*UH60kXSO9~-=xKvGHctY92!XiRMg+$Ril0-l_;r?L5qp;0Q74W}i zHn>k{gtZr4bTle*&}G|zNv_>gMGYZ|>Hru}fHivPi|FELtkAeYDt-SwjZCZ@!b*j{ z`3xPzKR$z{K~=}m9iJTvC3%dSV#?I5Fn#B*?pDz~^<+yxBag~f*YL^4dY5*SPEfy& zH{zPQKJ#(g0glRu*x30l7ua2h?H0EaX2Z6{h=FWcbxpBZS~6pUgnhKg>`SGZPJgKJ z%X4$3A{ttk>(A{msutm|uaOH*7EQeKy$L<_iO0Et{)m^3+98(@dXUk!AdM9JUOlp1 zQvwH!&A#X+$aW3S^egC+X|xB>XL4b`A(J8^MpmI>rKG@WtrMFcLjdyto0P^W!ZHjj z{~|ULDWE;DCvYEZ{&gIqQlKlEpZ8~aJF;hKjvM5QMtJC$;HD9o>;v(L3a($wju1dW z)|y%=w-bTdUoyC|Aw`D!=B}ADM2qCeLNiBDY5{(ozi{Ct}ymsPWB?}mR)U!bCFinevi0@z#{Q&zfjw(8SC&7o)yQG;5K=+Bw zLDG0W`QmXhMWIJ?4CwBPpXiZP7&dx9LQu5JI z@8|Eo3lAQu@uV%^Y2+kr0aBf!hk6B-KRJNm$-q2F53K(OkhfsM5byMq{Z@~KASml*!wzc}`V4MJ!ks*l2lsR=z`>A!lNWrfOqG`wc> z+W6zdT7-UFI-+b9aDK}~tVRD8yDbw8wVF1|w)&qP0Z8GdS(2cjlIvrn^))d^FtT1g=OiQV7ktm}Y&je*i~G6zUNoiKvaEJaRhKL8NNkx|5}V z)2SiPU7pgVpkAAQX~hG)DET@Gj|XPB^k?R52lS-Z9$O8>E6$Jv(yi!8T!(BGwGw}m% zegLll%Ird*a$->U9!b(Y*0EgWNiDSfeUR51=3iogl^o`!yP4i5^$nfj3W@^Lm>QWD zn^K#sFTkLSsQ>$-vqO*Nf7H1y`uu#$r9<(zZmJu8bQ2}b{UrJj1&tn9O7E;gG z5{eIaS9mSQPBq*5yNU?rgOF00-*4rTCx;=Yg!2s(KGR-6W90SX=ZcQE<6-8XlpWRQ z-Qcv{_+#zrT_(~X%xELd$21IBMUYNG9x>G35+hZQu42aGZ`9yM-(GvtFm)93G(s0) zds5A*&+9rd-t-k+pioGmueD5kq!C*jKT-HFRNRKzsosmnK5+g4(4zt%j(jj%EZ-t( z|6=Dy3FflkwHWKR1eWJFxKti0Pb2u^ATX;LalbzwT4cQ528uL3AfWFpKb<)f%=JGk zxbBOyOfWLeU_=)mZ1~`6EUbO!_U)r>UQJaAHOwFDJAuaJEW5BXc@u_)2&uQ$>!xC8 z6%DVC!lfdk-`&!_dgOzvdbCvlrsav~GWO_aRUs7zqjhr{QuRu*{^|*gKX|N+>lwI| zw{Sz}Wi6X99@KLv#gGK#TswP(^j+`qt?1Xry=x|ly2%BH@qjSZP-F41r z6;OAHo(j4jZtBXgb@hM)cRcE{fYCrr<86=RYpzBZ5dU}jcb2}AMY>MM@J&fEWY;JF zGXL5cGJ|o|&lbFJdGYUW*4U0Z-DRHGN|1`FVo7f`7U7WrIK_&BAR0DGr~4;U-~1Cn z?1Ux<#xN2IgP8QO>B$(E8F-aP1x0f)|lTsv`uv9k>~ zXyVbk+xjZReWHYFePi58R<|1d_ZDd!RhFE`?KB_rhLn}?XnkwB=~WYRe+FZ6%DLUV z|KiW3f87{>EuRwRX7hAunW?`tx>TU*H+s2uWFE8NQ!a$C?(N&xxOi6tm8vaK=^0se zxJf@ZMPj0e$kpws*1pG?+GSIdLv`-h@_Chbo8ES{jR1(G)>Pjp=i3hmhT_N<{FN@Y z(IjgFFAF1FZ{GMu6k^7gF%CR!@o=f+!|I_CM^wrIw*Kh<{gt$y0pCaV#Sl^LzLB)7 zGEtfoPhDYFhY?>fhH~Om|CWBsVfAWM6Q_r--3Yv!u{doemi!&fFBEmtjpS?(_NF&# zccm9p-WOmnWSx#+D(~Dmb8rOjR#jySfBL8R-)k&avEdflc!uxN3QPdUnD#J$@Fh(@ ziA}~YP$UIWVuoq6_E^fp-57fo>asuqudrd;boU9RFiw-AQ%1;5zba<@gNcEZD$h%% zJ~TW6f^76Ir;7|GrGd5mwSp&Yc@qgCl2Q+VOr{g63%%R@z%H2J=%d%HlAJ(+0iC6k zIn-JMNemc!Huk;qZE-mU1{9b2yokV-?BJrPV@VrBOYqO7dt9Xoc-?G(|k0cRy)sa2OL}+@KS6w7Q6}~u@xC`Z|zZLe#s@r19?`42EUoyUwE%lC!&HUebr6v9wyH2vA zvBVXNgIdy3?nyb?5vcyqOoBj7lnuo1@S+rx{K11_cedjEv%kM8ntuiu;x{?Y9oOT3 z67VR9$C42nFyHLUWj@$3Z-{-}A{0RS96**jpJ7$RAKz!EyYH=hD66HyNVC>Kt`X}# zv8@cLIa? z=pQN+Fc~Im>9<A{v+hdT-yP&sU_79I5F!M%Y_X6azaTC!(h0#R&9p4Kgq%#w4s6u)Bj z`i4H65cdKoCbz-Top|n>MxBQvkqgi!m|71ql_mXq^T#a#YfeQzwd>M4fUE{mb%Hpc z7VQ9{Sg18e$7v){B+U@zn0MT7=leFxmXgeIXT$OsF|C;TjE_?7CuXp{9Ey;$>D*{W z0)5jm@AyYY9;AXh(6y4E470oeJ8}Y*24uvFYA++x+jKx}N=l_YA1hAH#u6GD%oS9AQ~c8CQ`+|z zPD2|g(G};1F)n=Bpi1dAAPqJZL1uB&Y{=F%Y~SHVr=%3qX0D7GA0RIpJTc>3VE&OY z(X~LGf$Q^3zM$rgfF#hc+*#JB?kST6fzi-FN5a>P$uR6lpnaUKk6w=~k?5KuL46X$ zhr1ERZC|DPJL^A8Me+6Gzs55Wb<#Y=#O$V}{%SA^bzr1Dq; z^KdXw=>agfJhd5B78wLlSuVvxC7B4&t&8Z1kP!)71pN=g1N1i1h7&_HKq8?aT?zdh zgk9v20xff1Z?kDP-@6?QORc+~ITjBUAd3wK zJxEUZhf@ zU>+f{ENo;>$L`bB4YvfB0h+UldduFF}9R|TXQ05~GS1j)GmGfB&g z;8~IE1k1&nC~RmmFyf*Ry%zI7gGYT`J-+p#bxn*d${f3gCD`-H=1H6@G@;0xSfH_H69fR9Mmp?)8V zkms5bw;&WosZ1g-O0c0;44&Q=W}}p2_-t2^;L3Gy0fyRN1K~g z@uP&E3djg+-Tu+|VlJa+>4b*qIUh-IAXG5yxpu~Vt$`8jk%J`Y!Q3;PO;TBQT{q2| zLEuFL1`Cn0<_AseM?V#qA4%ot^u|3Ng%g#6jPM0|;d+Y%6V6ysUgP8Ew-Xz?I$2*H zXI={+U7EiIHjM(bfi1^2Bu8!zo|Gfx%lA_!_eg>JK)Y&ub#LuP&vKr3%e(>Z!DLrk z9GNezS0%-vj=IBNnk`H&F(GrN0STtg4BKu#VD|Vp(+`Vbq|~r~!ZnBOTbr5pw4aH= zZ#$s>=!xa`q=vpCj;@Y#_wVd<3hwC&O;pnP_O>xXQ)sAKdCdW+2NR_VQRp_BDJr%85Y04Yp$WH3V4G%W(w&Ttmu%a#)Z7{ z^*)iDnG7BEJQTPnf{@<`JpT%WPL?^dK=r-`bwjs%PElBJaO?x{RDbvw|w%Ep$2}qm_g}%WsBL*=TjrhV>b9=b^Q~E}d*HSnf z#1Zu}?Fh}Yt2jhDAEZxEcr#N;MFuvS-1Mk1NlI}k9lOyTB??*`R(>(8ra=6FeV-8# z8s6J`YRT<~QOD7CL(CWv2d|X87ADEgr<80gYxPf^fqdH*QtmY40d@(Ei|hmNX@mzw z!c>o+g&i~y7bkW!h#%ag`AAfn4^#_~Fpa2YJZokq90N&72IzAS9iD)-U$rt$Gl86? zh}__%+6UPmOt>v3p~)cT9!SSkoEXPG!gnr`f z(>Vyxl2W(qdQySSFiKL5CZVXAWp6(s`~G$JhxpZ7J}V5zup-lK{qU{wO963X$D5#= zBVrI)9n{mwm$OdbBr-32pX=%jH5}TLg6ir8|CeS$3X%;-h7h6gV^U<~$peURrv;ol zmh&suKJRljl?wkEyI}UsnR{le9Nf&*wcI>cX}+je#VQT0)HjyUs{riV+_@da4s_fQ~aT83LpHl?!HTnk!K*3NMGgujB&yNxypsr zpLYw}tjmgfP9{TwkA9UBii|+DKwy%sf=J|cfcflRh7^1ebU_6O3Z&dhFApC+d{9^S z^nmlL1%tMh-L_W#ddbC*@KWR_Y7baS@ZZRlYQLV@VxjJwbTJ^?ao25 zyUIVCnQN}*hD$HgwilU(UUaq4)#6{D#Z6AKtX>((!@|M>?DA=Nou!(xr1A5!TCBx3 zFV1%_A>s;S?!*(Kv)>d5$T&n4C#l0MJR@ur{9AJ--I#yoqyn(-nOKo$?*j@iEJ1R#6n^K>y+gmIp zIB-qP&($G9MbVH+TO?o(!k%W5R1WL74}kb_+5163%&4<*6NQ~NyV+`ACxYlW)*yXTX(Cd zy!@aUeA2Uemt|$>0K_a0fT7a4Rh^(ELes2?qCl-{{?r=b_O(`nlkXjW7DbydZGfFrhbp8H)&IfJVzd|L(k;jaJhSYF>?^Qnq4A?MMGCcENqM<4ZhNZI5lnI@&Ntk>9oC7t5gk_h)#H({<#Ds}UScnk zN>yb-Vr9A*g@)j`^uamC4FLrb8)j+;7tR&Q{yI1^iqy^&%KL&w6x9(55at3=3YF11 z!{;;RtROxv_i7RMANIrkTdih1wYOd&sMdgtWXI)v#TQQ=qjXpt=+4qze?|y7D?*-{U(h$ zpcUy$!fB>>zsd$=AEZ7@Wi{lP1u%6dP?$c9-q4oS z$K}~M1eDl=vP4E1wrg`Tq*WfVpyjQk-eVIL>ckKv3Z=%H1i+d#$wlXH%Q_pLf+V z5-8I$ERJ+-9nVZ1+F@YHyUf!~&&oCFT4cH$gtnH?Xq=$Zj`_}Q-@hB;F_9UMs4&Bq zyQ5K>aq{KnX0MFtabBvSH>tAgArnTlF1&%;1Srxf#9{*I;t@4qpbjt|;`v_s=IUM* zWR_)C{rw7s#ER1nWo_)vVvZ2ejytm9o{m#xFo%ZPb_5md7s)Z(=bhK0sGgg5XlkjK zBAz5pp6pLv$Sr>Wnv!IEY;0;0OHMIK*)oq~mqn+fR7JfCm+!1k7N8On(bdohylqju zCRhGjv_}J18}Q{Jt@nK-kVP30@-J)G3!me7lQk$8!9VgCGy(d7KzN1%Dv^T_XcM6E zV;kk}?rUD(-kSl8gE9Y0<@+h>lqpUa^6|Es?lrn9@keN0G0N5W@^}rtVnZ-$ATS=*M7SCTIWlj96tekS@(B1FWG)Ujph2Rdp&dfd8&B^UqaVm zgRUSS^f6`G1#SQM_Z#z8jZr#%`bk+KPhsr8BU?L|!azK?Sxwg&mh*jnJbh-KM!3tk z-t)(OFQW<;Kj})*y4HMbdAle(wUY_OeY<2&9e>;CGJQxKw2ds%$fyB?9AV9AIPlj+ zxb*L(t`J9>3ZA*=j~_4^yaGHl)nHL`AK&#g3ci3exd1tU0cheQ0pbuDn00<5C4Z2v z0gspFTvGE+V}G!n(D&!+AC^;rUWWqbAQ&V=S$Sm#x~sm|b43im!jk})pdVDFB-Ll^ zS^EbPAwK*^mV$xIA{=K0?il8ImYQmVF@87^TG7j$d#ny)3z3_OicFA}U3ok~Q9zJI zFdTCANxe>VKY;JQqc$L;c7UpiqEA7BMgcI``gy}Q8A|Y_Ka%mqsVr)RK(P(U%W33V z!ZA4`8WNAA=nYO07ImB}EVwwqf?W97a1kWgG91kd*sA8i*+YsOUq8RTS}pyRQd0G8 zA&^WJq0OT>c#_M@R#JQ)y*>;Ha~Q81#}Op6V&zIEe0@80bi$4foc03@U`%Z(FfVF( zA#XcP>rfZO4mE$?$0TDsd}3*-*)dI? z`16|HsePgXrQDV`1T<>UArM;Jvg)=W4>Ho{z+dtP7pfR8dK|q*6x6-lK1p9){F)ik zG3mKc+9L@Q$gBXki$om|#?p<*xVa$@QIGG!r8qTq3~`Zl3uJ)oaDy>1mHLu+AhJUr z4ijLZ=hU?}d}5P+E*~*rXs;erpQ0&2P|1{->>oheO$`ol>tz0-2@b{l&g{5T!opp)JP{95az5OKwE*V}8*}j=1p`a#}uNYAHERg3aXoEecOmR?vUZvl`(^JOc z!-SrNz#W^vIj0EwK~FZ1>J`X6*b_DXE_?j7B~sPYJwq`;QD{O!LJHJ~Lm37! zX*bw01cy-1X(zLs9wCV(&^tOn!$=v<3d!}+|23$dCr4#{8uD0qa#!gpI$WHbbO8X{ zimU#q(B^OEi=t~SXfQD34qw|!wVqx`oFS6;q%hktcHmqvW|C5u1!NV^Y08wDuo&bY`wA9AwOOU4r(-SQrt2*=e=q%}o+ z8i?|MH57%Ii$Xx7q{cixu&&8|&q@aqPEv|i+j^%bT24|#r1H%2x#qi?)!+37ITXC% z;^OjXm4<+ArOYRfbjyq7;onC)SI_gGID!Zk>42SjdJzY@vZBJpth>HC@^cEv*;zbP zeSaWbj?YFmCwM7ojYnu6vuP)7%9P=2u;i@0z@@l+9&f`#dY248}OqGQ@lk5F{ zTsoLsKk;%-RP2+AF*JQez(Pu;#UaI1FI&l9I0eTg8h=oW&SA~Xb#5g+7D zBkP*zUd8N_MkqgCJrhQCAZm1lKR;hKN#D$7QrfRrKxDniO^m>K!o5CJY%i;F&B04? z=WoT%%iTK0Wouh1$}Sx+5Lz0?6YhFBpApdNV%opH$n<`I_RE*PUU4mm-0@tt(n#Um zdY^?cW>|c55QE31OzebxKlbh!Ws5mt~LJH~Z8o>ueaCk^qWEH)20?O>ZbH~-la z4Rtxs*vR*%*W#J^stGQNm0rAf@wTIUmAnxFD(3Yn!?VzB-9ILFa_OEIm5`xO<|tH*J*RTiGR)uj?HxXArQ??kr!&g|L_V;})^YRSs;9yX$Dt zwN2(yg{WHm?vx#3zp%>y7~p2a|9E+1Fu;(95@mR=6-D=@q&MEWB7H-gf5X;8lWQN! ztytMEw<4zJrBA-WZyz7?rmQV;@V$}jLiW!No_2w=x>oP*W-fTOo~(*rr8!WfV(RC; zvR^{Urtgm4tySEZbUa$PE5-X^^h`^cpF>QxvfFMV&83l_DQ@YUB;ldm=N-I>_`1+G$&++T7<#q8$z+O$UOyf0_c{L+5=S3oR9I0VQiK}pHLk!|9afB)#8 zd1<2z`z&TyF3iPvb?WRIl(5b=Eq^}lkzvQh&3*icul-T)r`ux9TZPNmV(V{kXoR^u zz8t1|Z$E3IX7@7=t*5bzMRg?2SdC+^yn&oR7-Ww)zIvi##dv>NP z#WdjFmWeOoV_atCxl&ql&er{0)-7b^>Ehh?U|$zu0WP|8npdl*KWf<1cjx-J$CbDV zMowmrPuPw_KXSuIAFsHBND`D+P$$m_K6xYj<*ZjcZQpBO%@uLEQY^r^%gIRwtJC{K$z+@NudfUKVyo=E`fjzM zRo9Nz=e*t5%l3^7bnRiaDgaCqS!;n&zHGrK^KI_FA6g+hXX@JfQ<8G-)=vutWN~)l z4k>`uKzX>c)+{|kl;>SdaCDhP6n6^x~iFrOq-wo0r@9PJv?){D=<{y zxQU5mVSD)v428UMb|sI1Kp^x|B=<%8tQoj&>!QPY??N8#tYLCcQ8Dk~*=`wN73!*w zVrEln@7y4brzeNY&pSx)XjmmcRu#KyQdvqtguUzpsc?@a?lH7qxgnac_Ny#awmDeG0PYs3XB5;HG zfAwBOP65U}VN-3@)F8!aL$hnVJQj9kRcAL!q9_-%G|y+t~W7X6RcKQ3!6%2Ndrg5q;2 zk9_}rjtIaLzhwidMPLAC2?RA8g;Ik?fg)kjAGObFl+MH^HI3MBebl2z6Rio!0KUE& z84i7owv{m4bVMF8RZI-HqWPHxzp(&ocUC~_D^Yedt(G@l>sP-E+0QjGBI#G50!mjdK!IX!&KAEIr6It^_6}w zFEr|5J~^%BjH1T@*&EaXBvkf7L{G#Lzzs6=LMY9Q4u~r58^D_wq&&f@e@bEHp!i{= zk%S%m5`O&<|D!D6_lLqi=+Fac1Qy;K3ftG7T;kdMF7z0*Fe;GhkaQIz5~x4H z^aZk4d-$3cJ^40gIq$VuXs>2?h$sGQKnI<6fINOs->n>1aBsm`w#tE+-0i;tN=LXN zLM|u-8YfPnGJ?SL?C7$u@eZTRKyd)$;l|f`yupekM=ubYcy2S(!o_p{?S}cz0zw0; z#{&@Zu8b1`6z1yF&M2NEt4|SSX@~S*q((tQD}jMZ>cgP`4)Apzgjznl*d2RC^erAU z;P$q2nP(5~@{{~6%Lzm-qQkQS6@zxLXTE`G=GB{}CI&pa8v^wtF?(+z5^gt>PW~>! z(J5hUPl*k~D&J-*<;)3{UCOt0uVYpn2Oa}$5L}p5@XY4FIm>4zUVIBEsfl>_=OL#Y z10(-=R~zXZB|_Ic!hdyuVd3u=}*^qm>W)9!M|a%(`+X-GOIhhe{Z3n>3xoy|Rqi z_nB0}{AnEKsfC=zi2*G@j@dJHH~YJNnvmV*3q;35`E#OqP4|$JjqLHh6mEI57Q-jE zW2+_DSIfTp{HVS=@_pBpwXK~4gWKP_=xw{_ZM}(3sj4nJTsaHdf4(1GnsG1o>HA+r zeJNY--0QLaav^K~_Fso(?(NrJppa1e+CVgf=cIF(bU^A-PTK;DeTz2v?zGlCm9F!* zVpToMw{CD5?;^`EtPA|B9ejQRfBWZaS{Fp8PgiY~naDBAZo1uzqi{X~%-`JZaJ-YZ z`m~k(@b=g5!|slipVwS8m7O`Bv(8lgyV(9OH8WqWnf|VL*wH^oYD;zRNwf4|mcPI8 z!9ArJlw7-k|fo%Op>E;D=FCB+f7V zD_qusR;d`!8~q6y831*KS;Z5Tvu9_s%?pgF!&etE z;v^R@S;A)P-NoetNH^StvD_R^%@Bjf%*@Q>U?d3v_h#L*s)s>-{Ko0}6~Kp*EP#10 z;01A8zy{C7a)D0ZS*h-+*4&OgLHP!h(SW)FK7rMz<6JA3ssls?_)9t%6sjkyNBGR& zmX|M<6QCOO?Aes2%AhUk*u+Y*CgP#Bxn}B%0IC3m0{sBl0L@BX$v-ToQ73scS#LR5 ztOep1gxXz`U%b$+;>8$p*gxjV@4~49uM!3X((q*iH8RlGTBtvVs*&P-#>U2Ql5w|0 z9uOipudTg(6@ppuzGN$rLpuZIdNDw9O8)pJO-WjTfi(Q<`n`Lb8eK3zMGyxFCRkkg zxt>9nCZG_+*UwJZ*>oBO_Aav9V%+hYBZ5JZkW)bCOcP~O$|GXI4G|dvba6gg0}@V= z6fzs5fE7$lV^iFb!i|&GGBO_e8q!w75O+B{8}><+bjS)w+)Z!c&K+;8)vusN9vw{x z_7uFFPq9;^f`ME{BGZ6adsx5m1`MV44>n5S6*4n3UpVwdr6dC#L?2D(D{=+*HXtte zBBTv8qg7A`nLP(FfD4*k763|HeN^DwBxts=QPUQNL4o{E_0=gX|6c-WO>(J^wdd6v=d@GrO7ap5Nq zh*{%msh{Ri`_5L~Fy>un*30+F*L$NqM^`2a;uLNEnvX9dCHd{Xq$JqyOe`#@-JV_4 z_n_l7eywZy_H(%&Zc(^i=x|ZG;O!`Tx7tL6zkT(%-51#@zUt>ZfgbN|&E5E34PVW* zkv*l>B_y@{dxta!=I-$P+FJMKnXsMAy}h#jpU?Q`EO5QI-@B#7C`i)&(=h$YU+A_xI1oNaEvH&+YmHkd+|0pFPHMGpzj{JrW{`gW%^*p%u&1 z1AToL?jBi>BA=PzcbZ{~15lX96?KV{s`Z{dSF3LLi`4i(ecoiS!aS1A^R-dZ8Eh;9 z*{NN^2b-F(OtD>uO{hIN?L0riIlyj~)6=C80-~kI;fkzw#@gj?`C5O;>Wg~aU`nzqxj{u57Z?ng^) zl&(nA4&Ugy%ws;M@$#Zy!KEfk_Vq3`=HndLHdgW6v#3C`dYeb3RE~ z6&COo%?d9n(6M52lJNO5daCio)9Zzb_wA+li`I_=n0T#jY?izF?nk{(&vB;&4H))r zfBo^-bd`zq%Y-nLSk(wx@LP55jx@r_*ii6WJv{-UZH zBT{wW&V1WpcE0M}+^~Z!k2##B6E4eH-|hSQnBzD|&2`_TIUvX?g1TMP;NCaDqN4fK;BP&TcteM< z5+4$qv5o}HQ3ZaQ18E2KLql+nw?f=EvvNQiIS&!;dd!}eiu+o{AI6@$ z9KCPBxzZ4 zC$=W+<4DZkF6|$Xq-Jek)AZSXWK3M-~LR2C5dWZI<;*axA9eiNWfB4X$>k$!z$XEYJ@iN&k z2QcfK*yuE?vns5KfBG;^3T5W~a8=_}jru$Eu@0mr1I9gY;OpTajT@yVZh_tz_=RF? zz~`(9+lu@s`bXMZsH5}cYZNglxIA7?yeTR&0)Kj8#2iCtfi`MA-a7jJ4GkO=E;H(H zE4}LXa-P>1hx_D$DI4YA8n&EbcF?Dg+s-%etM~y9y_1+7k;~Ju+KY3 z?(4kepl-ogAbJl&s;?WoI2L^V?IS1S&D$A~Gjh@`ChL9|>0ZzZ?3xo~oz2E{LaB0D zA9@Q^4G8VuSUYwOZ=S}6GVl;mGA$I93vc%_=2S*kpSm6%?uTl~Pbnr>;V(4zmU0B( z(F5OgHa;m-ew;BBdGefN&a;`tHc{eYL*2~LD%~k|@iS6QSz40wd<}Y2zBd7zOOQdU zRLHG(?1SOFy{!2+I4oUX@o994N?^td1=?uf4NI@$AC_9f9Am0YF3y)opzx+G{=^?J~b8 zrvj?%XxBZli3rItsBkbVX%`CLE6+za@aJAKm z*AA`o(yx~;{}SLWVt8x`?2f3U@6-&h-Bkd>0=+mM@22s}>jYlYTQ4etielBeb;Zr) zHp{y1d@dgS(eme-RN8FL4x664?DA74PTujtp*+reWK^;F4lFpYEpaDTPyb8s$C07& z{ONL|HW7dLe>!_jUtAm9)V0&au}@%u;yXFUyU<0m zuX&vo@e?fKHL3#o&mwU!_&nqLYJQL2^V<8~_ut_#wmqh+E8O|}`*?r5DT16QKC~V7 zFVEFU91bhZsOQ%xE)W2~kfYaoN6GA@=d*=n{a5zK?ZnQ=3upRo8E=Hi;;VE;{87(; z{Dok}ta<_NKO#8~3ylM9Mmq$S%v~b1;mOieuXSo}IF<}WdETb|gPH| z`rmvA05k&OoBXaKi zA=?&}yt6yw-uk@fqw$z*CG+_o*E?R?^=V7&@Tp>T;2#~gT(N%6Bi*G3;yqqSf6e>D z;x<;;Ts|o0JlqfvE!IBue)3!AklYowV(F~XO~d~-ghVvobk->6945Kx5ccmP+7Dj! zwPvxI{V#+GBR$SsJL0RT;^^ZoZ-)(uPUG8l1z{O9w7}W8*p%aU8|}E!p7g$J=4FjL z5jHFu>f0eUy2`Strh{#`X2>x@1(a3OKzF>u3#aKdE)d{2{Qi3J)~^GKHtpMASwGR8 z^DuUX`xHy|_y$Z;R`BLfIFmH;Wnj|Lpia2sn%r7RF74dLa}!^36n4*Y)O$GF)u3(9 z*YtW1Bm$oA_Gorzja6SQrSsf+#9pG1_1FFOz~D_&P2zVJO!Rt~3^u)~7V^#$nP%nq z5Unr2+)ieebDn%+FET(*hYX!-uE~ETJnU=sZ4m`Zul)u;pZEnUGL2F%RZ{KV+puh-}Kt$lfz#6d6f~%*^b)$t)udWv?Fnwpd{9%K!u>_X3HVEdm^wfBll0I#60g8MSfQl`5Y>>sj2 z8B)e|XY@&uRQvm8Sq?^7J|2u>$qV{le_^^mU+TrSDPO}R?y7Hv*IwA$9sQsaKR@y2 z{d;X5GWamIJ6CQuJ8l%|Ts0ZU3Ajvc)6fxr!S|$mX=}7OOFk-3i~j&kBr7T2)m>8i zcdf$J)B9#kw#{+Rf+IQ1dmhYqD29LZEja8tDa7j+p2Kves~ZwChW?7 z0J(XVvCYj06?%!GL)*{#Q^CZ6hdV(HvRO6{jJqfqCB|Iq*Xr@Tcdid!eRT(}2F`=o z#eJ^z{n;wi%da_`--m~wglx|_)L(kj{`%6am)9)ByM{b?&ra(+Nfstj)7sjVr*adO z@dCa6dizRRCyE(XC*6C(ev@_O=_KuWVz&GEqZPRRCqFmK3FY}E6S%I;U+2B7Tbm-8 zm_bBHgD1I5IWn1rwf-kDp{;o6ROw}btq1-iyWGVy3HR7j&2kRwNJVT%+Nu$`BUnSQ zvK6sJ?33tg?p}2+Gr>p?BtGC6^DB&EqVnUJUW+^fhapfOvcYRgDgIf2Fzh)h5SH=S zxM|-<$A#FJ-%(wJsmsBR=?`#%P4m!gQ-YPKlUBm^X06`qNxibQl?Uh2U@T<7(vXO( zuCbS4&Dw$ZX2V*G>PctzMl2h?dby_>8GNMJzw^5N zbErdIiHzIys$rIk<t=Q@s=w#zRegeooi&^)U0_I~Ys>j$Sr@87KEr9P zy&lpmo_mJQO@Avf(67wq=PitI`3RNikOXvl}O`$unE(@8^FP&}xJgyJO8c zkd=Aw*dVh+@b@=@i3jmA!_~%Ys6bHC`v-L}{ybDn@QPN)>{b%Ve$5*&=9SIW67%CK z`RhooqC`O3cI#&1kzqKKi)!~<#q1!kVe-bnZX1*0HzQ10`SamjtbvODgTpyHx1X~} ziuTNhiQc<*vc!|;n-lHn!7w98BX{p$L|`(L=#S6*{VHM8tHT=1k_OWQ143F!WyN|4 zx9f@&j1~uHr^HqRI6$sIYtGmC1%=?4CJ@mxk4^f#m@kcyx5ls}qvm_CqNzy+Wju>_4i4aZ>l*8oArrW3JrtGn^TEf6Y3z1M zuM54{D`WBf(>>`ygYSa!)b3^s+dR+DO(vMA!B%>SrU6QVPHHzV;S~~+siA_Pr^~uf zrPD$7;6rRG6O&TPr1t)@0NTy*H;y$AYI{+>l<1S8%SxJNV^c?($BS>WqZz3exeSyQ zKS$qSNA;v#e$=5bpxr#DSKMYPj%n6mZ#4&X z{m<{)&e=~IaiGusZbhXP)@N(^QEAJ29lP)hF$6F>Ib)Zc5h>S?+MD`M&p41FELn)d z7=vpM@!BAswk%MWDP^SL_Anf7@afxY&Yv5jwtFk|Z5VNsQ|cYKC4*QfVfb0C;Gc`) z**D`rosYLccq0LutUinoh0x2$BvGhzjq^W$_|TEqVGi6g_5Ps?gNT>BhpEtwl{W;ttO6NBvO_7|fH^N$9q?=r@)BE~5YB z&sFEGY)vM9>XXc~q!@t3t7T-fCi6c{N{^qxkvUbiHw_7irNqaH<-&7`M)6g&wpM+i z{8dFpDH@woOp^&2g^sOoVxNi=+o4!W7~q|bIX#M|5^Uc-tMQ1hpBsd#R8|oW_f^3O zdXnji4*cdb2}UYE5x$$v%y?vFU=2rP*t5NWGkh>+4{X>BTNHcpRegC}`H7;!u59u~ zOP2g{9(qO;v7wmoDV8ibQozfmjo-wZ`{~Q_-FS6AkwkclELk&6?cvl_3xJ9<(1Lfipe|% z?8z62QDS1VMde<9`1s75WkeDsJtuelTicxR!>+k34;M1Ilr9YksSOIxtr|{E%gerD z3>(^an!l&=!u=MOSSuzVJ}OMgr(JC1OPr*`<6mmI=bm-_)y2gl&9=pkm(J2YhmD8I z^p(q#FsPC%rKvkcn{%LM4Q}7oqi-J-wuB#L{y@9vUXPKDO-D4Tt)0lrC-;c>b}|F( zy`+zJS&sT#{^swBSjqlXq?Dl#7Gv z00(*AAvkp-o!#K%t9~`GOhBh!SfM?al+yn8?R795$mMDsbj{v>|9{L_k-=*B?K7Rx z2l?7J5knFVXj}7^WAu- zc!BZ81|D|tQ>x_7<1PW_a$3f%SKU=^kx`pU3YX)1ODp!Um2U~F^Lh)a#2J+~3$~1= zwJQ&t+Km;+s1KfatX#JnFMDTxg@I9oKr&=P`ZCSMCT^wWx9vLYH#N36Shesfb-@*#?)%Q)XeC$MP$OI%QUQ4u{A z)@1QFSH03kIsUzLo!`VntXruf_JVX+^P;A_wm;Z!tY4*6K2311s`&d;Wg_rh#<`3D zcu-G{;`{Z2zd37vdBFMh5<8#sXTvKqUK8|z++55f*h5+QTY^VHL)S#zzPr|6qTw>4 zfluZ#upN>K0WyTzdWD^HMVb|ATL%V!5oNuXm5AQ^M-)(-(J{ zl$2?!J@))k6#@m{uCda#9i05mOrgxxB8XNDhKAl$N%hDr7FJfo+72-(n84sjAHFAo zxpl*Rb;ITgJ5BbR6yY(Y_O1WF>9|#pz!@0~Zj<<&0@kk`G>Iz+^5w{Nm!# z9CE0her}Cm4gy!s`R%&)#rb*&kd8kO7n$~Y+^%m%sd&W>9UIGzOG09vzUMJ{E$?ab zdDGKyVz$-;*qY9-vt`DTti6=x@LCCHKsP=$tU({lU%<`(;=jw4zkaX&Dzyk}K>a~j z)CYXrxHw}Q()4fpes+B3=ZpQNR5$}>F7e|_Fb4j(_^UQmdzL{oR$KpN1Y>7?chaq0 zz52<4oN5&f9SU=G8MV=$RRSsmz1=Jyv7p9Tk08rXqI4_O0WFSmau~OW^YcTTu;EuL zucIzkgg0RhfT7L7RQLZ=h)d|?JUH61#~u-lQ!xu-F7D%YC! zJxk3eUvru-)*IFsIMhq^WR!D##g7%gGc zICY95*`o*(Yi=7;h&>@Q81NN8PU4h{+=`}?pg=%AU`qqLc&NuD)r(C33#cYX<+~qW zCK~mSM8}jGw^D}P0!I$lWHuPqLqX+wB>r><%i%BFo6THCpgZ&KQuTeh3+YgPpJmbdQ4N=Ckr) zW$}aM5pzM`U%XnpH`&6u%tR~*^S{*ji17Kn>Pdgzf02lFaYsHZHh0(msN40RM!#J7 z_1^t=5mjn;uCw+Jwwuq^zEi!1=P@PAFLIjwvb{T$Rju9s!H3Ibg<2#{lI~nLbd(Zt zwo!ylvi-%^_C+wv79PJ9vXqFO?FR=Us3xn+bEZtRuO!!Fim&ngfHR_Sz((kwZ{e4i zTK$jQP3P(lUr0tJD&r`ROCLrQWb{??=n<{g?ip~#4i{f@JQl6e6R@Mse=B28oBY>A zl63XX(F&ghVFxu|fM{x{ab!{5^?B1J9p|3Bdo21ybj~Yb@fRabJOZa%9ECLTI>1W_ zgG&fVguuL{KPd^W1xSkpq$*p0Ia8ZnK?R4a>=9;G>LI#7=m!LT%~riN`_myMu!{X6z%5Xm&sR zZ&F*Zg(Rp_RYGcS1wk;U-S?1Mf!tn1#fM^r7G!7*IB-P}rH&`A5D@ehTM~C9!NWh! z9Jek3CR5lI@KS_q@v01b3D$pv&;9vxE$ZfTD_q343KOaKs;V&VM5x+8fgnd%ib%OS zgwe-8@WIX3b9cmdd$pDU#p~sKx$bPTyvIPZn-cbA|C4Io?+Y2H};e(#Ad@VY!M1GttE;?nb-8t^1wMq~n8dfsJ)?u(5+f6-bG- z?2&{AG@xlFC*OD?p{)TM4vesK_8%G}-bdIcLCI1(F8`b$MJ52ba>Tz5|F!3Ow?Gap z6U7tagYw*9JVQm<22)f+Cl9{Kk^8)=rXH_Zj|MeeD{B$g60aiYz5?R3RDLB3j;*v~ z0*RAgX7#baT!rIE=W^V|NYv#?wNMY{&%!re7>WwwZtm^-) zL}zrDjc&?`wLQFg1}-*)X$RxzNEo2T&w~H~3Dgo`oB}5455`pwB6wof9;f!`X%5hLZp zgq+Q`mVp1yH@n~}4ijU9dq@fOP8y;0z*>Mbue^?q__Jq<@;A?@#OZ>sKGuL&=A6Qt zCQ7~}J`{5N5RKs+6#sr#^7swhue3kvfN34RGfNx;)_53R!R*43HXIb)HXi<_iDzzt zPYgc(lq(ue6n7h+u*L_(p`5C2f)L^ogM>X@Md$sEbqH5Nli5Y!oW0e>m3<2PKQPLX zqfE=l8tVCGBw}Da{dd@P%9D+g0Ux7N9qx@&JsD@WJZY2qGU#4ZFCu739pFg+=xrU{o!x2*?88%Ifh>rldYdm^> zJDhD`Tr5T&+_hk?>U3$Adhq&jc0b%u!ICKV@n>}!$6EgAIj+v@%*;5nZOL6D5CR0< z*F6ARl7txixx-?IPzM4=2a=WBQ8F;8fviEsXX>CN-SQU&OY~P1hUi4z-AzRAOin03 z2PZgp_)mRyV}+MT?w8ulb)k3WSlZD}wcc2Ke6q%j2V=Px^{Bg(s$4oq15d9D#5dcW z`hHX&TgINeE}g;Uq+BvIeB9j{-O%?&HeEbWOJ!8jR}@6eW4@sxeErXinKSLmrP@<6;oGp(IW3}7^QW;b~J;(3C$wAHYux1sTTnC(xtmT!Fc8q z?qSOPyLd^A=+ zFYNC;bp9&k6Bt7mG;Yv&GFHhp->|>2T9bFAnrUC9Zo^UaT%%Sz_La6xmFXE>?2C;m zNW&SG7#u^T+h;K4!LR&R>61u}&;W?;0gMOfbwt2U@Ma<;U6@S55(=**1;x#@n5E(S z>zzD7qQ1I#p})l>J!9vzXb?ch!^d8@h;<6AR^LPO34vPU?k)_(k3R!^&3W?t2f4%G zTS5xSARA{=RlaGunNMVkd-#-YEOn_fwes6!Np1O^K(8QaxUM4*4RF)kTXMuTqZ>H( zbZP`2K6FQdFDgLfc4OLPZO|ne5SRijy1#Bx{5KV?nH@HhZu^6gm@iu=oE?5j?o^n*9&o8yx8Ib{US>8IliwvI}{P zp@Bt2$g2ouSkoAI`H>t1e4Mx_QIAzxq$R)=Fv*CA3ThIZAb_Q{^gbdFeSMKJ;x;~A z_g*EDgHEo8MZSmwgg{OQe0u&m;wgzg<*uDCAhP5e(oCTyASETw@R-EcQl{v{ z$Lqzf@sT1+BbKBN+BoQ?1t)l<=@&4WQCbyG3G}Sksin3ElU{Su)rXh=@GG0Sm5=jx z7+m&-Z2=_`zI8_Imy4b$hMREH?(q zEX0PU37nk+7p#_gsVs^32sL!i7d$pZn@;53?bzx`BTMl<+h}WMY;7eigt{LI5AS<} z<+kQm4olkFwL|bO1>#=haxf63VMveJo_^0Rn|n^&6*W*mSgLn-fA<_xDXQtI4DGPG}DfJ!2zZDMnaFncN=*7myi;ZiHV+!Ja1U`W0 zRm(%&1C;6Fw+ROyIRuS;A^F>^(BAqIe|Lq`P$D`e+$aDyMHsg=T0m+tT|#zgNa60C z3+rtR=9%D)K*y`SOiWhkS|gUZOm?TIgZ$~IK)vHCgxU?1SYyLA0X|E^(W*gpkYc5iid$E*$A zzwNbkXZHpdPPIF(`x@(5z&_S{olBmpVx2SnG_0R295g;XW)Tvg7Amc0s0}(@8>nW* z!9#nUwzTAp?X56n?ggUwH|vdqR-|utbTUz~Ow`2FDEy&B^p!52*=BoFgaGhgIydBi zEM!<%TFfW?!RQ;?Q#803o0Jq75(325wfgoReN0FI;o!uA4oCvTLvL)H)uKFwX1R-ivAOb$#&0e-QaH2(KhZ-Rr}N7|T08Yp7F9e6h1($`+)Q)$`KX>hB zRBtH~$ZQVW1)j6HwhVW-H{Vw}i3q*peKS*UtSn1){&R=pE)6L{d953#ep6Go7=9pC1zPM?R&I1ya__oH1t~pw?&OnLl1*34O}L0-OAFC8lBgE5Y%J zNY#PtO9$S|g${Lk&N1oFds`xB72zq4^CyUv)+?l@a`M0{Oh_C17Tf{KBz_D%%Lzy5 z4@~3VpXNW#UdpshHA z@jXyFKD5OKR%a9#pUeQT0}BgI6Yu-Swc_CVgp?cdR%=-7`~s?;!v1 zkN4NM^Ea(F^%7dh)Fp%1GCbuzU*$VhSib5>P9OU0$~g(|S5Z3p!7;n3FSUv2332cr z<#~uW+@!pl@Py=kjc`)6Tj9ff54`LdEJnp2$DXMo@o~dRl%^>Q+3F0N$CI^r-rn1& z#-`^tE}my>g$qBWk6DVaThA%8X10K6|7BquKZ>R|9q) z@Q*r3o7!G_*h3(z*p%Oa-+q4mzIt50u}JA_&=#%qsjKp3)uf+nTbcfj7Pyo4ymxhC zwx}vUU{_Ceb#|Yt>9Sv|pqa3cnN#tg0nT_y~?ZH9DQozMO`55VDGp9FIaJP_ExCkX;>c+1Aq z>7MhVLPub{1{bHX-q1VN%nBKBVoUZO3DHl6WXuozcmxXd@sE9S1nf|PXXjJ$o@o*rxHbCz?8 zsd=}~B-}`?t<4oE7(=^YT!rWTSG%v zEvGf%FmavgN?VLxk*0A>*?b5o`4g|G_w4+eh8j}_sfCa-$f|Y0|5`rN)*M^^nOKa5 zp}PKn?~n7+NeeZ{>&56xf!mxjsqA86%y%1TZO86l_s0KZ9V%qnIypNsnt#0a^I;B; zYLe`Bh1D&ahucd^f}-O1p#9WWBy>smrHmib@HHM@!Mch#2VPaLu}bzPs*uIMdKCht zSOj2oZv*C1vHOZX!h3@|BI3V>Lm1KucX0NJE+swv5+v>5f5S`~N=4piNkvQh4b8MM zj0Mf4K=U7~2FJWCG^GHP1)u{bgk1TcI+x#s!z-f= zNK1Bk<#*=3glv9*)b7{{_ME320E56^(UXdwMAL)m3`X$SI(#*}#Q)xx8Y>+<)x zphx;WHcH=&d2p~8h`-Bt&yASbL2RmTm2V7yaTS<2ti6MiOep!!zF4YHr8;nB7HNe> zXBZiyzObPuY~0+>?DX}jK8@JPIj2Lfra8nq(COaM)Jb2HA5T(z(7=K zuR?_X(es3uh$!q%Zt0_FOdJu|5J9agPKl_sIo@^sBCrxTIlKPwpJWP3m^j=*Z*p(2 zX}T}=2UDJmlyNIL)OfH33>OMaoNo2z=u-JjW^S*kcR9$Nsn<2|?{b8KAo{h5U8s%lRYLqL-K*{Z}|Oy^e4r*pt-+yAfsZU0lkunkx8X&uw ztf5&A;aa#&BL!b@RUt7qH%HL*NX!k0`iQ3#)d03!q?a`$G+Ifc?L*6UNY|9Nms@;!pm%1WnMkLxMIdm-xWivmD8w7zldF3=BoCn5N;0D4)HS5xJ z$H%gBcBSG=o{A>p+Zi0xSgLD@u1t6Y9s6ea`JhK7%fZ9TmJ3GS9fBtTO?b}O?~G)edl;mdTlVXYVty!D4Rw{;r3%M+ozYWw z^ITL`#HbznZLHlO+X4>6R0msTGvvSGb{#l+;f>sY2$mUW#qWWe1wAs);9?6xCobG_ zZ-XF!LZF0D9oh_Jw>KKcSYcH7F?WOR4WGB!DeAM?n_3=G=e0NZhcyMYoIGJOTO8?& zLD(OhIt2}2t^+(nxYpwO1Iho49#sm1HqAL$=x}_*3y?7eYRHMe8N7ghth#j6}q+y1W4H$^I-^>8_U*yBhXem6LF^yY z!vaRu-TZgTqaM!udc)(`KU<_)l^93_#4L$a$cC3x;wns<+I`(-MzJC(u!_FQ*>GPW zkJDU`@=23nd-c$WC2wPA_^$o#(-ArQWznV-Ar__<#bW4zJG`$RB;$zc`jKybc*|c} zqeeJCNyf>vqvunz<$<&FpxI9jbmQb#F}?=*Fwx=1mgk9BTd;s5>p4$1@X}}Jx(NH> zE-uFdj*-N9m3}$P(mAX2Fmg_=CGO^yxKzF?wr#IE+Ls0fJJgaDqYEtYetc5vI(ck}p9&GWIOF$8lK&hnl+|SbqBxKU)h`rQS(!aJzu>wim+ggx5_9+5zoA`tNFGC*jGtTp z*Bm-$b)b1A;p zi58NYmO`hKFTz89Iz0~ozj1RClKiX!2X!{^7K7W zNR+_l0M=6wL(F3|H(dLqjZf*Oci^sknCCZf2x zG7-D&D#_d&UI<$K3#^k*iNB4UZfyC<=3d|077$Q*Q~gUDRLwQbj0IT6l+$uHl#S0V)9H!uBk?VGZ|1!Xk zK;w=tB-e$GT3T8fUBltuS(LZ*s3{&s5ODT~tR@PHXeInTMj{pa(fj-8KSRu1R1yi2 z%-^{I{y@CG*CNwGM+WhAXhvE@cf3Qs7&?0F>L{lh9}2qV_l1>XDQu zlEVPX3iL`xPxSkiB=K1@XEGupVt9?`_3m`~w)9;ej_!$ccVyaIvo5(doV&8H%?yGh z{Pw&w6fxRrzP=5bapbpVB=ml?cUu*t#VNJT^QO)K|Xfex=K|08d+= zP5FDHdTDKr2g%V&UW*S;2cVa|4@{nrhY8l>q(ApaL45?o4 zYTIE!^a2v7@XE)F9er9Tegc2OAa`x^h*+ zF96p?9{xF(4WsfG+Csz^uHSu~JeV7~H@q`h7XI0!Hv?@aVCfz36Xn3~EojVxEyx_Q zJi`L2@UCM{wxH{x9DOS<;q$7>FTTlFqcgBiWg&68;lYQ&S1^3rh_eDNf}x7?1A1fSOV43^PjF;mX_*a#FwePUOGh|P zX)b1Mz&!xstor#k{abRf3-&kz{zA51*GZmBJgU2-@R?)9y5cwSDg*m+*-TDxgBAmP zyI@e%AG+#Bg2M`yYme$pf9o0GcVKQZQihS(Ybkdw={52aBEh}%)C(`N*H9m=1b?TT z9XDQVs2_A;Hh8D)*N~Z$=k0OnfKH;lG&C45PH1Jg2%nTJ=v#2mNEuyyU2$yE&f;JY zXnA!i%uDm+)_`}NSd1d)y?1fo!ghDVZc;Tt#1~A_ zg_Yw8T<}I($JC|%stC$Pp*DrncRg{-;@qaMvY7`Uqc0R!U|@h(IN7lW;X!QdH403?^wzkh9nrm{rK>e(MK@aDab zxYE2ut}Zz}F+)ss4o3af3Cfw$Fh>AiZBCz&an{Q4a1n75Ptn9XV#hW5k<&kkEJc{l z1mOCgI$8^|%;X+{{YuT~Y*4)c6M!vqMhIS{k)bj+aNWl2edi49H_rZu$W$=zJ@@BZ zGb-aJ@LFEL@t77+bpMgDn+Mh7`!&)($z=Gfsx3naHdF#2j4x0=5&Rs`@bO^WgX|Ka zL^I&$-{8*ke3j_`$ARug)WM^0DVJp{=8>yQonrv4B&Umk@XXMF54@cf^&iE3Nr=_K z`wFPW=K$n8EWa0+6!-V4_EUqHGl?}6csH76B7U11Z$wkB?|sj# zfB@q$VRS`-Hfhsm)6ki{;)Lq8?;Frk`PesZoJ)gU`H^LJscKn<&_%1kupH;X?Z1CI zxi9|d-<$jrm-7@HKEvJ+nnT|^{T-Rm`^4fLKh=5%+w7U^hnCEMb7rlv?)doeaZ?{3 zsy(&=lEL!0isI|0#t0{9p#D`gxGl9%CGAg(j1I1!Qkm>(B&PMb0Yhx*jdhiXdi zu;!0Kg$i<4F<%Ly7>IuqsKi_)lOOfi`!q9?Oh#qx$Ds_`d0R04Ck8Uc`Dag5qSzxT z;!aJUZWcPNGg{xzl+GJF+QSzm0&LhodB=G^u(K*+nqIMy&8X0kkdPp-H^}1yXAXhQ z)5_GH=kmdqeF99!iwwS(L(Aj$xP?{TY>+>NFhz~IpePU`we3b@!GThGa$hJH!(;TgE2vKgB^w_CnwhJS6ei; z^zmiod%{wWEm-+}f%91P7@jWIDp{i#5QH9eotG2UCZ1&XWaqzVdC|HyXJzM6CTf< zKJSi37$LMGv#$ z@^}^cq}qdx3Kh>9=PvS8xuVEG&-rN#Q)}FOhgXvH#5V1C4St%8`h`3(d6PG}&&ygq z7NPfGhUK}XR$BNa$()mr?oKIpl=aUS=JXoWLf5l*jQj~y(=S{hzqUK5{%vmwztz+H zi-QrmocGBExcAN-%okeTuqtovsyh`w2|hnY9K*XgOB^L?}VdsFQs#yzy?2b(i5 zXTQ$Qq3uwM!Fbq?`@G3(>X1h{7NR%d3Rh-2w3mx4d96eS2snu7T$vL93Oqy(i=T>9 zaEXRoqWNJp`XlhSDV|Y4A#Xnk0|Rl)jE05=;{`et9~XcOJUoHB)I`oq2jVN_wjq}r z+NpnRvU$UmS?}XdKrA(YxN0g{diLL(EPPcUz5nNUXE+3`H(;~kBs{rILhK+bq?JyZ z2j?9)tUPCZOj>vQKO~D!ZANbx^ZqPo@*mn>5+8MV%;&#uj2^O+)*Aon^?U?R`Mb|V z^$_Q=M6f{H*jK8B(bqZNG%w!{URkX5QQLvrzv7E0{HDhDwIVvIJ$komQ-$3oXR&8n zVfr`3Fc&OeZX5q zthP9BLZz5k8j{vuof^Cd%)K2Gfa(3?KOG@+%E%`ud@uwHrT0%C%b2t8oaP)b4HP@8 z?$7S18mmiJ^*ER%8yp_YH$OON9)C%Fo1ePw@P)ag@8ON)4_L7-`c?eN8S8r(W}2BX zhoG~Qmy&C94ynHa@NEA$(JF>5U~nMtacz5j z;!T$9L8X|>D}hgFva=0sIXlsD9=61`tgF!?f!nV9XY`EOTXth;&m=PPCw??iXJ(@udjKETyKVXbqHsDk)|fIKNxZ# zO2M%kuz?F<3@_>H&uDqLx=I_2Go_jD&K!Gfp0z9Ulwnjg9l5~yuf#dmyeCcSi%FJ)9J}m8{0Ts$v_e033|Lr1N6;x}x0Mu7PZPs+BaU8s_e#fm(@!8pPV28Nix9we1x! zP%p!$MnEv6G-zhp?oTMM_$Im@=7Yv7`e&bM7`LV>pI+N)`1pV+e{D#&escRPoG5Pb zqG2@(weP-?MSKa@W%}7l!MTV23|$z9CcMo(%-)t~{lZ|l>cuav9p%F#W^F{Kn-Z>! zw{fNTM%CWk1XxL_T^}R5I$$AovF=eNx-n9)tT_oh&r*yi-QvJ)%||6XY|1VBhV(f5ESG*EAvz>^uI5(EwNwd`U&**D_{kIhtNFgO zf2!)e%lu#r8pJH zlUhoMewjsF6{c5Go}<&!GX9*$$cXvm7XkJw&At>@Vo4U{!#mnj9aa*cmrLH%gf17!kNNYR5>}+PfZd~duA5Gn$E`wEnqIj6-M6v!O zU*VCfpyLX)S8x3ptB8*Q`=%j9TomvneXI*hpPB;ZyBNM%WL9b9yMY@+D|RlU7gqy! zYo6zJIML5_pmyG2#o&VL|CIly*uF2ljP^XgKJetU0=S(3sxlI zFVw^VIyK-_e0k<$!a_b1AG;2ai&&dA*V%+dUUNa$IaRG|{;<6#NI5g}dVC5{<7W|1 zp`3=qU(0~~IAbUN(1+U>`XOI+QtignYBMQWO60fmH;4b&?B(m6y(8*e^yeoN;_zi~ z!}vBCAN=JUYY+_hyK$DcjNK4i=SMPD!Zdr4B9;Y*LF)Qwiby5b{{W<)e|yN$;dMA0 zkM@(C;Q8>7P3Ve67o*Fxi?gzLKsXUAwFz%*I1^}O=Co-Pf;@5I=vXmdH8xD}e+| zME@I$3`foAH)}0UX`v$`LnHt{0}5kl!Qgz3;6_$aWMm{+%lUc*f|xpN=C25Ug#^Zz zHghhSeo_@i|04t$YtEw0=A_TfP@7rmHiWd?AMzw`Y69pvM?U%u2M2nm2RpU>7K z)nOm3To4ctKx&l`=?JDcaF_+HH0<_=Y2a|J|G2M?z}JzQZ74tH-i2BYLZn|FaNY=_ z9zsty$-|u!N=;2^r&Z`=PPWOAiZfUWuCprQqA10;pCIci(m_yW5zX$_C#^jRRT++t z!wWxKfGfC#b})A`YCZx?%Gh~#*ZRed>HwU)IN;OjvRk<5$Wl0w?&;XdL{Iuw4rIj| z0#bhk%RDL~LUR*hUbo+c8t+gd*m+mS#oqa2 zk4J~sUzm2H{l`B8g?OMFj}zI5#hev5v~_RsL6+TPHSNk-X>$U%EM#>bAO3C`O8nu1 z1z22A7_wA*`yml70^?Qg<9hg2esNtStvme7iPXQNkR=1!Bj|^VjFh_S$z`uXX+3ak z%s?qY`q;o61ti5N7ziPp9ys*1g3Vw9mJ$S8L$A_uxwEDISJyANw#FqTMf}H89TJ|% zRnk_Je!s@#QoU03)ugV!7A-OgmhDoO`^V1f7|_XZ$4vY@R!d-e=qW4@1N zHCW@J$(<2CeeifoN{;_iV^3ie2^c$wfG)%CVA~uq?`3dUN$v7r%PkdB@66w+vy~*E zV|?UfpJ45F^Umvh_3h6A43DB0}m6zb9k z%t(hFyvgvycg`J2`R;2Z@pS$VE>mSxrnV0o1vJU=9Uyjabt0_CW%YS4%BzzDz;IdG z(O|y?e`^qG&J0vAx1HuE0`6G37+%U9A6;z4K2^jke(QkYOiR!9uw zz}Xieu9w)22}1{sp(h5i+CG_*`L{GR`2c2z@aW;0MKG~&NNZfs2Y^P$IOQWd5sdv; zopOPV;)+^mANu1-=^*kl{D6-)`?V0)1m02o7~%v*op3shNwBEdR#2@i-G!9a9T{29$T>q2We;2vfY zQZcXsQ4TQAB+b}Q62E6PTQKmL@$8c}DdbIOQfoy-QaQ=4cjhC53h#*fq;ESIz+*Bk z*`K64Xl_v7lX)wi7hW@iyBT0Nyd-aWrt4! zDGMGbKSQrRZJpl=45vSE8h(pvrEw&%9!?l!2m(IswNCuTUQ}Vl;4t+W#lBp8*;B&M_6C45Ayua5$ACR$rdiAaAViS2p+t~m_xa10A|v5-P%|Up9_@d(>~rScqz`eg z)E+I;ITVP4%*@^c7ZEv|!zylq0oOAm94=Y*q``L>S6mA%Z%8r4#!Opiqz@bdVH_?G z9)2h}o0S5Z&LzP7$18T~!t#$C^I>If4!w9a21y@LBD z8N8|@V#Kg2BQ>)i;1MJ|fmtaOrz1>EGH88j1gA>+z!h5BD0pqoG167Oe}5ies?eZ$ z8yXf6$q%3S2kP;+(Q?8HhqZ`r!9LeGI4%H1P!9e!!WITY3K-xo$b5#xAKb8&+}$hW z)m&Y9LCJ-etQmqSAt&iS71XZwZUKnz@^1xe7-zy|Z9=r)69*S}8kmBzVB|;G9m`9~ zgW!nX=&e;DeTc$Bp;Q!ZY0I3Q-^g1Js=x8 zEa|DovaqVivc^wCGJrMj3smaCbOc#ti`768fImeD{NCQxmx*EbhPM>xkmtdyKyEJ# z@j9e87pkR+;14XcY*01?Sr4QeWffD;LpcSGdI)|^13w*pj;p&b|1XT@6+z8l?!-=n zya&q#7{I>gFvdu!A&&;Aj-fQTuq7jy1fT^W>8fQ03JQz+_hFlYoA>(qwEVXP8R+dm zLI4nr063r{6oSIfasjN4r5|p9?+spYL}Tm-y#@9-NMJbrZYH2K`}F*=mEhA~m;VoF zW@w$#^N0x9GK+3UV7rkO!bBEn!uVuR^=z!tA+;H4i--D~+xGUKife&SiR9Mc;{=wv z;{vAq1&~)?z~%tu!9R1>SYQMMy9l^!dHa7raRV&J@rw^3M}v@A;CX?=(~654AX)?t zV%Y!7%q%i$0}lZ}C^c>hz77>lhnXyl8yZVMv_Tp%;@6%A`nD~(iicx-P!QKe4IdLsi&g9PV9t!hpAEh^Vj-hF_rqEb1Z^vN zaQ8lVzY+7#afM3CvMoe~=plWyi2cM6K!5kGg^*tXaEt+NDqO#3)jIuOIOmDsW1xtN z2D5)$?M)LSgU_q9rWfic`o6y>ode5YUzLj`(%}n34zh}uQ2zs7b1;|JbS#lyzy*wT z@HP1`1eFJHQwpR!WcmPP`L{6q0GBFa12x$={X9AiQ+k-Q5j8j~WadSG|KkkRVv(9m zmaCI}jk>^WG*@V+^zq06cU6})I7w%nz4BM}uToH?Xg9j=#JmEO0(2KBN?`GGOv2NJ zw4T8_hl~)E-$Qh`^7mxzhlMc@w$%wAV(`dfp^(k;POg?HanI)o&l)Fc2Y}Q9pLx#y(R zPLTMesKFy(3~1-&=mqTJ2>gkMg*uOX@%09AP&VcI%C+z28%Nt~3s)c_1Qm45^xFog z%XLb2*3R1pjur};t*|eGtOqZi-d9U6O1>K}vt`k&Yc}HE+wWC=o@{1yEQ->J$qnVm zI0kab=v49V@2-5imx6QpoGop5`}C-xK(CKR?V_^|S(yiqxs-R{SQXjRO8dzrANc?H z#`{Y=H7VwR=MWP!hGg)Mlz41C?JHjv2fyX!{Q5C#Rl_5#?wfcMrboQTwu(~yd**I` zQRx!FdbKG}L7HeMBQw#hAYA@cB7G1ub#_cv8t_h!W_3KMKwqdP1sm zn%DnthN!cP3xddIcn*KX#5Ge+$(xQFLrPC?@8%_C^ECR>n~mEkd=(Xgky2Y?Qxyqb zK=I}g#$seV0m8fkX0&1%bV_LsL^s|Gs86f5$5(47IfP*E%u?L}kYu*xj zpElrF^J*~O&s%bG=KzZl4gbgt!l^yT*cI&8e(dr4mQu{?J1ih2A`71O2kj1~jVz{@ zF@jzk^sb{pg<@^H0OaHuzXcowVa#9#tL+A_utSd(e@u7@(W9dpQexYqRNLQB*g`LP z`9j_Z|F0N9F*4$6nOYK)r;nrEL_csFuZVebQ4`OklDD=A)-76Hn&Bb`WO&_#E+DOo zJGQnh@)fg5@^C0Kv0rR-Kd^P#ENp4?t(+ZE7Al9Ui+tag{|5;7pIq$Oen_=PuNpgr%Bfe9)>cg^PnHH(9~m zP%3*1>(@wG&>Q)nS#w5yQc-`}{VDABfHOK#?<-j%qg$I`c>HEnK3hgccggpN+shC- z0m#@!f0&;dnoYWUb5oL#Xjb>e$B%Wtv@5LFlYjMKkBNy1u@=@4i+}I|3^!432OV5F)h+!-w~!-v8yF0I4v65$ku?j%)KatfCmCNVK8@O#Swu^REY zLA=noHA*2QlstIe_IG<+3eu5>lzxIwCQ=bmHsKV;wR&#!Z9#Jr37Tk77%CN^Zf0LK z{J=_3=yfa8)F)F(w8KZ^^zz)jF1J?|>ltO@R!3HIfd^HNis4MOi&=UQguHNHCn^Bj zmz>xLyuXNF6~g83>X$f3VUaRDj8bTU^dX~^)P%@}jAv}pF#v^5j)EW(bT2)SgsJ@u zkR#dg_{5_!L}~<|G_i}(g@3Pr=v(ftNWyu6ei2*Idh{_HZ)|hV!%%)qL4#bUjO1BFh z6kC(sDBYipZ}{*)w&=0!oeRc-&UGUFm#Ptvaevfe**+p zN-<|@&E@Bz*Yo@5RSgH_#7`d=#vQ zd!a15ke~}m5fZ^h*-z4*3o}6yqhLa8F+cs76=CSwbH zm&s~(iI`2~VQCq+(b>tK>{x}YBX9rNZ2W9_Yu}dZ93fxwn>P@c$~%JGLsy{|fp!s* zY9>)qYCAr0`+JX_zkzc9i>&XC%en8{KMQ4+rV1@ok`&Q!R!BsHQnW~=q$riNhbEOm z(nLxq(k`W`lthz4TYG3pd;E@%>$>mfd0xNkpZmI9=sdsQ&v?I&_c3U`yk4jB(A@EL zQvXE`Bb(bf4tE0s&%8WhNmp7%8+Sxn?vd=|h~P8l?`h1o=X8Oj{n}Sx$QweVm8d=3 zl)HDvLc)NXo{{;=62s`~i4jItcG{+_oJKjOQ_pV0*m*pzX%U+dqY93_+3|2U3e6BG_Ql%P*jNtUKkX<8HiCaIz?r z7YO);7}N(ykx_fmjq~4=`9k_*8nX`@8Y&xpc?H6mz?&9Z{&|Y^mP>6=&W#j~G|zoIl$`An{y1RTp{{J3vdH7PpKIn}T9+M&p`O_-Zq+?;P!8s!83#d3N8Cm)oxNHQbIC z?2No%KMaKtrNl3!7xQHtjrWocZWpD4EUw`d-P6|MPRG0ROAhs1a24)2DoUbFoO!?*20qA3;|W}058SL{oA z&|D7zCMDsa#dtZBxx0M2&Iw1&wf|@0rHnIk~Bo*!98ZMK)+&#o# zsu7UEFI@g_UV6Rz?ULZGS$bX=#-VD#ooaI}6-sDth@;v`k7SW@h1hF26#!4pRxUXMjjVs_fMi8 z^9rlDdGN$BKGRCG3ga*(B}&kyR2L4dp$&a?E6f_!PQwB5it>XylfgVzIfXeLICgB* zu8;VF9hm<~Ma)U|n4M&mz{=IMGWPo({ydP%7E)8g9CCtlUtsh4Cti2oUccKzlbdwbqIQ;#R)ZW2(rSH$I%_Sq3_$_d6K+Fkh5TX|MW!UV$ zZsWcfkpHybjIO&jcw}Jb#EAP!0+#?txEmVkgH9iB>5G*N%uf&>p2Th}QaSe5wq)<- z$ytxR)Od6yuvpr{%X>hq5^2zyk#CR3dqSV06I1<&0S?wXSXTqzh!DBhn;2B5wjU%- z5>5^`FN4kwRj_Zt(MRsKeyaI0<4(oFfH8-`+( z$mHcF5)Z!$TsvIv62CpCd6sHs@j|n-nTv%(N#pZ&$iwb)Q67kHvwa@CiSKtM&2Ae# zE>F)7La%4yboLC+6)wt%mxhVnWtxmvzGWTcpVr*yvQbu0S{j3BpEJq#ejPhjs=_5- zu=MD{1&%n4@1hsXuEg(}U6eQ?Eqx(sW(0;X5qh`M%>=O;p5-C^4D>Urxa8{1>-C7+|V#yz=yrM`Eg1TW`C9UXAByY}q0 z;!ZhF<5=KicZN0cABOPTV~%^pUu)=YM&Ag0stmw2!hmi9o->5Lfn(ogj)vD~1H9-T z(-s{}9tocPQ_)fh9Jm7w59}1yFw|sh4t<#W7)|0G!cd^PP`{W+?sn`A2^II_pSpz8tNBiff z3L%@f*Gt#WMjDpf?AcYgHFFK2**U(SEikRLTGRXVIGatnpXE}&;GoV5Q)QQ?+kP`M zl5Xx?al%?3+1;PPDv{E@Ggz zSTO4O%N5Vt_k;Y>`jEDagg*bw74LUUliYT2*$%T4L@9L5cQ*onZoH zY|USZp(BCUa9j{D5)4a3%aK&At}X_%hQQ{X`8M60n1d{XJa#WGAn)mE2kKO_?cdqY zKg77>>q8jKVK31+FcS1BUh-w#ev3&W1A(0t%x>9@HzRP~3f4j$9UXO4*Hx?B_n_Li z&LW`Aes>QCMt1_$g;VGHgHGHI8q>Fd$F2KwZKvhFd~sD}ZA<2Rx1Z}(_ViSenHu<7 z^!zdH=O|cf>b2QJVYRe0x=dP-OwGq1JJ9CoGhDc!T`hdI`$$>b(ITtD2+O9F8&4n9 zbJ&eAu(IBX^(cF#b80*s43%?W`{l9Z947jAkA8< z=5ModU%CwPR}X!o$uKiq3SX-*ARu9OKu!`&!*6d5C*G??h?WV`x#VO#5J!A9iO&Na zx&%aflIn^aSU{M3@bUo5qogk0m}Uquqdch6Hq$eFf`1~!g{i5jP{aw7(5*BR<-(}c z@%4{rl4K6Y-h%-QNMJq>Xa3m(Qj9m)QL?kmM)^7rp6|O zX?n`1w5TpCk`(#*_&P5B$QJzl2s)I$nj5Tc0k^lke-D4eK(1Zz3jLt05O?HhU#sVe zQg8dgBS%a(i16C>%VrK7DRe8N}44t;nb~;p_ZsXqqcnIXTrn7XW zw)`GaP^fT&2X|pmPydqhveMN~CC7@3eb&(U z&;}MCaHEHvZJ^99-NT8c77`b@T{W0NW~|EIF6w*-&~%ni07-XXFYtR;%cOXo_feiFim@f|$bW(SkU#w&Mq!fCd=E`CGI=@Ci{vhtP=W?TLt z`Wb+|2WwcMPy~PvEkeZz9A-a_U0ne-PiqZn(8I#$!N>nYw`FfE?$FV;S|)?!T~>=+ zowRo3?fjK5!A^cT9o?bl^^RY1vfV8b9ZpbYX^S43Z}uF6m6i5$0}Bq^rQ%Y8evGSsu`CVEOClrnC84jFK&s z9HHnuZt;Dq7l%)p%hJfEROpj&n;`C+S8kE+LYfza6+SgvUct!<*ga$@9!KJ6D0oVS z7_vK{?aY6TIz#{M^>uK`@0Q`N(qOW~pNCZ>0Muz^zp+i$xdnO2s&XfHUo`lKFxe}> zBla-;U&18P&`?|;5iF{Z=24KJJgN{WrwJhhiVxJ8(~`=Aj3IvTt1!2|ueCoA(OE5j zjO)*XoflSRSIcctj@%}2Pk5l)XQSi?4ZF^=yW3Ya9PxViv>DNs|8<4`?oISPmpj&M zCK4YsDI^I7Gtz&l@GrD1HdD~M&^gSH(Y$f|Er96)qEtN*>}k~VDFR=)2!0)#B3{x-SZ?2mh#79&cC=6c3o`MAKXVXR1Ma=$XFpXN%98Bl1$jG-@t)Deaz`=?p#= zKc4TrGwkz@N)f#yJ?4-1AKlH?tgoA-k1tBYb?WG;4B|b+>B`eS65t*)6p@NJ7b3bv z0STomtldhLcWuKs@i&Fmy6@x}M7y*8FMCM*W+DI}8P~*`#Jj3x%#$JV-e8rIiH^VD zPLO(_4ubPF>PL+P@6#{s9Je-{vi%Mf4g&0@f^5zEWsRv?dhjAZMh7%``|~Hb-=E4{ z0d4^t>YB`CD$~pm`VuK|Nh8rof|PVDHd=<4IzZH5ToPd=j0I>c0kdNm;e^V?u*lR(G=@>~Ztvoh{49#IcguU#~K| z&Fy}EWdDI!Bi=tZ#_?jv1P=uj|HBVG>tTbSX;*k(DlylfL3OR-S{Vi&xj=mOCxBZB zqhn$gX&FD3J?Oq0sq1|-n86sd3(}}a1>tL%eNWql4eO6?kW8#&iG>~M-NR%qYqi*4 z2>Sf8P|umsD#GPVYsm&>n#ePq*>GUbdDohvJoM=qeTD;$|l|^Cneh`Ql#-%rz$T7{d zabti*V^G|&kZaM>Avdi%hxv9`@FK7IF19tgTXK3qR7&w^bDLWS@zBIajf?OyMpBCX z@iUGf(Re`w2nx~-jN8?3cSRXnowYBL6yWi=dikN+#c}tGeRN+;#AwjNMb)PGd}(u?;*i&F8z_*7!aJ zR9Z|{iB$A`p(j6HjN#X>Ae>;&Wt*)_HI;^-hlaVf!GYI zUQgW_aDqM$&3)`T^(w-ZA{yNFn;QJD=^CXJto8L=TmvHlH`$ROixv>r*!0`&Y|QY2 zK^X7emvtL(>Ot~Nk5oveZkZmh5mT`#%4hjg}wDk6K zXQX`i;IOLftWMJDErNpdAp)w0AiPeoY>`p#zsi1OUwZ#_ zvGE^^UVxB^kGu7FBjQ%zJWWj4vo7Cyuv5?9=IK8klZW2zyH`84zPq;crutD04Q2*z z>P>{RABc-S7NpQYog_EdcO zRElg$Yq%G}j(p3mU5scoUg%~DM@m`+0V0(NZP0Hpb>W&! z!9tdJt0N+~uCE+uxcwgGyL!Hp9bstTZiRQ4c8<+9gnYG&!wM!AyL8`6!!sEU-{SI! zeXk`vVpxC-umoPY^f{G8%5SUwjjL5O^Zlt6gZOnLOxyH_HzF(;8NvW-V1J4B3c;ZD zy-3%Ef7Lln@`lciBy=|Gvdx+8=qF5XaBG<%}(b|0D?5vA06Kt^U_nJ~F|= z%zPDzrPP_O5Dsyp7tBg+g<;PE5?#He=7wjhw zRvefX%!@k>5hsaRrk#VaQmo5=qPjgRl8sekW|=@u)pV*Q` zv7U|1cPH{M}hS+V}$oQLD_^zdtMjDkLYjz5KDgBF1&E|h`Oj0=!(#z1D_ z7Y!<2THxVa5iO&2x=HMU6R+=P`iawzGv^I@zOxP^EhiM#vrhJOOiCF1qlwg13B zdGI+GIOyO*fl8YYUd<;Vw?C<=*@cM0C%+o{uYs_cF66CLxGZ{R-RNQJJWaW^l-&R; zG}YTo*t8+qKYa9Pz~o=w=CQClvmV~x<~)=u2P4vpWYdbjVdRe=DZDnxol16H{p-=V?PzY zBpb91r^>Q1y2CYKzGZnWv2B12B^B=5b#-2B>;EUnJ+#(+w4H{IVH4pUOR4nk7&+2* z*G>HFeAv-F?0*kp0w9y)`{VuXH~qPMcAP2jC>EossCe=%bI|=;uH6ob25;Rd8GRkw zrn?Mhm@KIJ@gjq0B+%ovJD$^&q2BGOvfhNqNuLSVGYxiAUHaF}cW;KtN_+`RJp;I< zNOC55fEOQ`u9U9pu%yn1?%NeoK~DCtDbY0??(|BU)c@WmF`7q~lCoRh;hwC0p}r*$ z{3XS(q0o4*EAaSH7p2yg~LToCX3w1~&YbVsyEM%Ui+E*9gfs;o@6X zVDesy2Dvul(y3s0Kral9b1}j_{XVZih}GpFlid*|WS;JT!FsxBo8F4$oW9nVzVAQL zdX1@52-V)-f8J~ltwjaZhF3%)jCD1|!+8IGjBpM;qWL7YkSK#4UOcSrld2K?* ztC*Ly^Y@uGZk3M2PePn&`z%&WU1Vls zBxLb?#`_=pvOzlqIqi|9azyF;p%n6Mp2mTJOszJ?$w-*)aH;E(&?y>76Cpdbeox$?C6X#H&%Q{UQfE^L>s*0Mc?f$b#+-btB znofn{hB7l3BsW zbQsR*{cHb9BFIMzdV)cjZMvMC)TnI{CjCXTx4ZiZ+Q~x(-``koX?0(6^-H$jU?Ith zMdJtBBjKgL9B~D)GH?240O8f5B|u9Ef6Np7pgJ0lK&BcD3Q6Q;XYzw)#!Z6r{R9c) z`u{xY6JX#WC$|*NG}PwkG{3PGRsgq6jvYnQj?)_KCpbsm28DRRxg+uDp?CUXf!tiG z@@5hXG!#Gq*0V;R9xy<-Ojsov<~ww$m(^RZ0q1~oO_pX{Li|@l{pin)|2OP*^}_<& z*@;U}RtE3tL{USMU$Ix(e`U9oVX>xOtmY1DJ(1jKjA#Art^F=!Cy@{Emk2wDy8?5S zIGCuY?cDqY=Vo((>qhita1`ToTUxMJ2^T9iDnv4YQTNACfhN+SBC|dG%Uljp?42h1 zZV-Q|wt~$YMD>ec-$$a=F&GYMgz1$5Nd>CtgdbIQ6M{C*=;oOMzGAS`=(}w^yZ=EHZvPa1*;S{w?Ld4EHNRqQe+_#X_}bB6Zdgsu zV)_kjho+`C@^67Qt=>BaIz0HJSee+hzAqj8ooVy z>dglhi4X@rm=K2X1GH1l-?+7i>CvZ$`!^7#f|;3+k+Cr`{QE{VAlzsKHH%rbQm_5` z!G?R@tR;6Z(R5&`uA1xa?lwfh>oAmBj-+&746@0(5h$O{wTK zpM4cMM03a?x@_xN8D3rrWKU&CoUKjLlf(!6IuMt4id$7hr|#gXDX@gSN=px8rQlHM zoF41^dnAo_rN1~+?cvAhb#=^WH^fw4=!wrmue9&f>3E0x#0BUeef}r}LhVwoHR-Bb zn65@fCVe%BsG~*K_1#0JQIMkf1pd)iyKn}BVHJnUmP7131(a?6yoOV_s_-+h!-#30 zL+?ZTX0CYj_QEi>G5r%wvQV>sh;s36hg*Igjv3kZ}`A9iWij)QO1f$~oiL089BBGnI5{^5HHa2N@d*8{4P4X%&*f`s7s^p&omdS~Ad*cFlP{xGwG7r^>csR>Z}7P!x%r%j0NsU&^n)k{x>c(DMr};}wG1Z?5v4bL!vbGFnW(a@{(+7Z!MT z_}iGOc2ZpM^iEHK*DuoQHg`qkp$r>Q0%9xGfWZ~w`Ur;pgmYBlyRJleSH3r<@NrPX z5Qr5Qwkb&|{U!2jLsxhA_g`T+F)|$%0k4pX34?ZD9Q;pEUQs--bJomh!p)g7imSZ? zN67Ww_fx-`HW0Zyg%`4JvVj3u5EEZY5%hflSmr*D=)i5t4`Lt)?Q722L%b1j)6-H2r5Qa%J3jBb-S>&A5WhTH ze?p#|QUqclzZ2#2s&dPQR}oh&O?Go0Qc(Cc5GC&}cO;m5XND_)4=I;vv7YM3R=bNN z@Hxo1fFcGHaF@lIUV@sz*7FLt9*VBmypzIl@b2d!9W0))B6ytC=BH^sYR`9Ih_5xD zppc*$i~sN~$5t>=GXV_Dt58DV`cr)~Y8+nj;?z;EiHQP^{SOqBl=LJnbNC?0TOsK* z{#5Q$NSU5E{_Z(lt)&=DAD=gv(ny~dukgH{R9T=9dUjlI(El5P{`^5}`m>UdOT!c4 z9>3zJhWdq6sW?!`?gvX0HMP@DZtTK6;xm)bZ&>U20qNqTTgT;1S}`mDhR&u;i!&~N zzMdh660R~*Q{_$musA&xul!`VDVq_FlPMgZpW_^$$Db+1I=KoDKam;t$=CZ|Ck(pE zPYEn%zSFUs^&r#w4Kbd&7hB>KUTVFxd!oJH?Mk7!o}hn&dggUT#rLu=Gn1Ok2VV%i zIjYXIhT-sXrsank@(bmIB)9VMd2L<(rn)yI*v7WpvC7$I#IN+-NA&7G!ut9dv%b%yOEf;$8R zC7M28sjRB<&CZrYclJQ^tUopoDcA?ZO7Q|?sC>Y>mtC6jf?#ilI z+|;xYLkha;{nz?VuH}+giQD;*kr6*IGH;?r#$b^{-i-=9mIulZ+Q#kKIw)x-Yvt&+#|V_%oKVdj$mr3Bh=3q)l?B=MHacU;7)4@D@3|#J?O~tW_qH)LfeG_1g(LA z0ZbwfS@6iq%S%`^s0&jr4lKz3Yxt45M>ZOR0d3`kbZME!j@xjL=J(3VMA|6G2~eZkJb z(J|th+Fd1YoDRT#BU-p^J9>NlNS18%BiZnMSGX{&_1_ z1Ej+9IcRQh9;FVI#8Is;B?Ch)EyzD!9V$4Pw0*p?({P6~7D_uh;Uky_0tJt=b5UgZ zYF(WQB6de#ZQL{tgD(}e!k#eqB$thLoW51Evb@4oC{Eh9rNuc$GMk2e^(%i}TN@7+ z3p#0s$sta_>7Rdbd6_l5;v}O*!biXfHInz60pqfa$yF;?7J>0kkPjqu=5r6=jS%BY zQZMNC-% z{C47u$1NF@n+yK-?-XdKv1=GHoggAhjF_IiAAus27{l7w*i2+~hn$crMx{6QyILMP zL^gszJ(6`6E)AxK{3mfEb`XlSL)a)akc)DilB?EjS5(>l>T?|W3}RUhNQ3dji4z3z zKr6)oVs+JH`Q*u=WW5dEGIo}6Z?wIw3a|JL4Q(R&NvwbdVOvcdYGQz_1NUU-lN0(s z-WKHXrCL?bj(fPJTJ5@9U3_|yLb12EhaQbjR(3O@vTmFddUbW-oV&X_oWEG`#6{9g z^J57Bj&+`Sy#G=xfKWPx9K8%Pnp=lG@hthM)J?b^N^u#a!c!4k-y;@ns3>rF932EG z+G^9Z4=nxNpJj7NK zj(jvC|3c^V1U>BNXnI&W#YeV(j#rTwQTwxo4V_CT)6KJk?>e z{RxeKW)WMF$>YzM4IDW4YHbqFQ=!D>Ob;zKwB4hlqeU3De(f+TD+&nL_;&9ohGBTb zzzE$a2Z-DZE)Fp23EU{jVB7QQU}xE`Eqm=YblEV`t(6KY50*a&;{cMN1-xiuet|{; z%x##_CZnBoaQZ64tfMBkY1I6BdV5P+ zT3XuO*jKsQ@=P|Uxcn4qmywc{J$u&tIaPBnlkrNeTSw2Gd8Ny|-m zvSMa6ym0y|@msj_xRBOkt*mod?74h&z*i~cia|lCV(tanNqYJot6;7Vz%K13&0ptd zbs75C(0@>P4)74B2_+>ZvGgYtW!pibp84Gi;r~@TyG)^(2YadQ8VRfzkX^O5RuAit z*x*Z@L3oBCM~%eUVaFZjsi_CXx;xZhL7CgI^If2Ks zr%1PwL5fjEQGHo}zu1(0Vzs2oo z5*72b%NfxJ9k}D(ZM4d}0Zhn?di?nDtB}V9%%%x6DQwV+fN1s|HpSONpO_r3{`~g! zD;x8z(x)0$ktsd8*KwI*;YR2?o#0`#5ZQm#*49gD>+Xb!M{?Z0hviDdOwxuo{#0jj z{%|4f_?n34mvr;5KV)p$wFYYwKg{oQ)~AxJe;@WH*R`W3EH}O*A3u!)gPeCDB~k8# zHQ*ibLTP7}|A!rwf!~!TH}8{DT&(dP8Z$DjF2A>;VF^Z=e15dO_}d%nxP#nzA9@`r zK_v=jHbrR+sD}AvvNS~KIwe!Ndk*n1q5upnFVWYo=ax|Y%^yXMYiw}CeIicIgtLul zu|JR_uI64qEaW;R>>TUP#NC^^y9;w~hWn2auo@-cid5~jl9G}n?c9rQ-8)G6C=_w= z4(&AW3rR38Si4g2N_pqSyi<)5OZPyPDd*!5(Wb!d_!9&z{h)nUe&EZJ;|Nz44TWG}AfgA76}C*%yyB)_H0;^kZD^H?LkpImVV(b3OjXpZ~N*dt~^1X!JJi zm%VuL;>zW;Z*RF6U&)FWY&#jHn(CK2?nKHijYi3lnkQZgg`fU?tb14N`<(kYB*Y6B z`o@-ITv7ljvbvbH=puh_&AYkXCvI$XeEblQDH;mgxdE4mR2rdR>HCtvg4N?e&uCdx z-m5^-c%iw#$G+=S_7X}30y~hB6w4e4H;6xR9k23akE^#h)JWXEcaJ$en0~0UqS5EI zpiYA353R0cCbDzKC*-)k3a#+Q#tJraDYUq1h zPxs(p03bpNhK3!x+jpE`60>(q+bTV#}|H>BN_6 zqh2$-TLUZnMS6#5bI~XH$Jm1O=s8{IXxWU=OfwB(7 zV;#`hKpsiV1i7;mu`#5+eDn5g9BP1-jBPiDTe^irpNW|qU-tAV^&oU~D7Sq`F*jkq#UkhvAL{e25P9 z;`H=%QDftV;o)J@0pURLB_)tWVRoR z`>$VTe;p2#evwE;=Sp7BNmd^+S4JA!RT~>mz-(BdsVEus^FQ+Lys`&%+Q66ZC|~NC z*0%=-2CgMqR-6N7UlZBT&U|W8SVj%jfWf-pAw_;BvmbfVKgLT_3x-B~9liOvoheS=gQlhelzY{s&DOAv{(BFl$X$-Kd#r%-@@jh# z4b^>d6NaYfCEo$hBh}>FTl0}$>6Uuq=IweRvxRMFvG#p`b!&byfqOMTPj^7{2_(l~>zv@S=V0d*cA zX)@U9t1qXgEpDQ4boCU_BuvOo0Q@BI7XWv0Txa@)ZkvGx{rojXyVnQ4O%4Dfa`-+s zFhG%O#>rBi`@QW?%hctwPHK`H3+1W{WRKHu{T{Ly$4@2(TKk{2a80IcFpE5bBfbWM z|8re~H27O4`j`q|J@NJY_ad1PKOZV6saj9s0|pwCt){|mkX$Bw#8SM(6z3^R^iJRc z7!HhR39}JY4^uyQvT&hqCQYr7Yg zlE`bMa!{+ccw27>#76M-K{EoBR{!i-;-2-_i1sxuvUSQ2K2RvOy}9k#ZQj^f1gs$o zi;zzNgXPJdOb4aa3(%LBr2WwjLw_kzG-xjiTpW$sxcMJ@@uenLdOf>@HZ$ta+7w?| z2Pp;=j`$jzCRYUi?{jed>FdjcSAV|XzPPvuG>8r^cdy)@?6>J!xwtT8&|K)wQ&3Pq z@xWl38R;42v5Eoh!^1&vF^GBkbU6rueyEm7BY|gNjA4%fyV! z*5dNnYthh-IGvMz#i;#gDFna++-g|2b=%_HiJ-496>r|MF5Y0EU-GNT{XDd}=r%yV zdViG1)f-R=@9y1o!~gW5%V!W|qTYvf`7*fF-Qt`#4ZHQbBMh5BYC_@7Hw>e~0 zQfiKKd>Bg!lYQf?ZsL*7Ln#>I`KRhqe}Dd7%?MCzQo_l(&T6~BmWRO*tr;tU-)?_xUA`6lmyo$sCo>J0GZ6SA9?MT&@~wW5ltQ7 zM2rHx8eJxbB4qq;D1YE(U7bl4Lv!@(l2W`z(%!7KB_7W%!R#h!VFfLXkUu!?Uvk-1 z>jyG(MMXsiUR5_&rVj@QHZpwv^*86;D^_Tw&!Io|tcnMD*F#5;q_f@ft?9;`F!y1f zGwBaEHI7SNDwuzpo9p?kf4BZ^>wA^m17W5(rBAY&r2O*DvYjO7EAW0V3=(L2s~#>> zt=HX^fxS$ph%g|wEwY=XYz}(|%Uk;1Saz1YE7JL65KgdPq7238-w1XtCO=*Whk%lQ z=m|x&-t@bI?b~gWHO*Cy>!h9g9>r0euQu)d#mBn(pt@#6>czlQ$Bx~SDdue4*OGdM zThKrD3$5PN)RU2^3m=e>p#NFn_x_f)5RC-Q-!++j`l5c?BEBbuzU00xXglRNiBo!D zA!qFft73wD?qvJ0;%c8mmE07jE4h2BXm7-Py8ikzn$Z}c)%l*-CdNCK)WMI&g)0TQt$Xi9A1Si(pHT#TH8fM z>F_v0M5B{bI-btWiCtiHjrKmo2ghb7szp}q7iaID>!;jL;Psj4MDMp}pwy%qA4OS| z?slU4O5>DE8oi+Hqnt7+>nY0cn}MPPnI9FWqbX+J3uUe*23=3vCMfzOJ!d2(=o9%b z52D|=UK?34$>IF0XzLSF`GJG91rBXwc8|KB*o4HDo0ys!!4`y&m2uy?;U&Ck!1Ae5(1pT?lFkWGQCj@WY%O%2SW1{MIdb#!<8K=)U+ss)q`R?!U$B~^nyCNH|7^KA^XA9MNQYF7oTn#LWlY%Y4xDFjYy!kh|l;5M%{qj?r|1K|3q7#p(2Z2c*i^kU=9waDmGi3{AdNzJZ(%V3&7%=WYT<%S{ zzRhFYOYyjW--3fWEgvo0M1#q=lG?eOGrxb|3A0}YzR^K!Y1o6i8+W|(A9B+2 zjWHAmhq_-`*DgGg;`?a*bBM@D$Rou(VAs^t)5?CJ%Qz0Tn&MD1478m>L5Pm|K)r;g zmlrtRU@#_|%ihG)ch!vp9ypv{2>zzW3}o)hhtmKI_-j}=t+(Tjk`aGxVHJq)mFe-Jk?D3Qz^OY z>*(f)UmiZAu6~YlDc(DAN89O4J~+;3T=}Q0U@WLE-}^Vdho3^s^vKi|%8bmib1=_| ze)!NDK>AKKFl}zA2-MHYu3An@I2T}8LIIq3R(fW7x*gmS-D*K)Y5V{N%%uoPAUZla zamDiiGeNz-Z@J4x8V;jzkDk69h)#@qc)210yAI%74c9WQho|f^LUu|!Iye+nR=)f+ z_b5p^A~8YrV{WoW!YDvovh>jP;Se%I_YNj6p|0brk?t8qgv0E_cEVRhQ-arq3|0{9 zD1-t|bxb?XlxI9v+Q>@LJ45S}Bn#P^L=%c{~uN{y@|vch+7iRaumFfgE77IopHNR+A6?(7E*(VW`};i7J}`(FD8 zx6z?(*zi)pMY{T#^d3JP=D!|Fm^7 z(GF@MDYWgXTQ&r_c7#QsL5~0!9*RvqB7PRZeO-A}zx3!yP^n>4nh*R--3O zkz;Iov&Vi|*xd=~^bXn_itY>9c5;fC2VsQ2&fWbNvy1Wrkz!N~J8t`lCML>WQ;(pc z)C90x3!_h9yivaqw*}^wAFlcFO=fOZzcPn}LodZoNjPf1o!CS{OG)6dzRoAkYQBbd zLPJ+rSy@H>@QPBhsC#;=rE+jghzH#tcDq^go77hEqBy62p`RD8#Lt^M%BJ5NyLFhK zOi%%%9YGW>xC1=;`A%%uv*hRc`O%}C4~7*f>Fxm-roR{iEuR==?v!~DW!9c2L?$yR zZOJi$=9B_k4{2K9IT;p>YWdZ#bke`<8fcb7A#8GJcHP+%Jc(&HYY(gTFtM@ufEaNe zv#e>%fI5bT{!+b!l+gIx6Sp-z8ZEoyu#JrvoCE?D1A5FCYOv&Qe*2~kc#h@ClP6|P zSv#$QH@p}i4-A*3I?mS@nu*7I4FkOGnr9?JIyq&scOI6r-`TS7zP+WM)~XuS8o~7| zAym~dy`=3({d7Zs@ocp`V>zWn45NkKO2)_==t;mg=>RnCw52qW8R8JaDum!T$xMQK zFa12ni*u-nuG-uCg@uK+t~7VOI??O#KCbTb=f6Bb_(;F{&YcbdwKq;4;#h_P12?-U zXllfX0^K|fWp?rxMv=PbK@$Q=UHXxnt3S}8Edl~ZWS8v*e+~nozZ?*ZYJtS0I*b_s zr_i17q|MG_-s${=irprO*3-Jg(Jl zYc+YUIz|%WA6X7_b9zJ9u5Z=sSKrPaKzOBON=G*E*w{fJa;Y$=vHS4+0B;cry0KR0 zktcvH)(5;NVBG0f+E3(yvHZwj5yb`%?s`1+4bRjb`ojWK_si=6ej^8N*s;W7JrbQ2 zp(I~!$z{V;M^DMXReZ6RgMt*t6c!^Rk4y_?-t~8Gy_lYMAQ6ug^622}v!nnwP*8k? zeU93t`fV9)$5_y@&*}P=o#WE?1t-b>aInl}vCnLJV{4nWC(KX0Z@is0K@_^ER^v@rk>}>l`_UTPnI*+K1o?w=a^C$ay@+|wx2pAAw6LJ*~rLDq} zA_c-R$AdqD^+bq&N2V;WKTiv|DfG%Xjz9f=rN&iTYXeisZ{C{jF@(0B$JsK#?1V=b z(;qTDl%B4g^=i-LkhQ1w+QW)TfV0!rv$A>jxbZ&uQZ@O4VmXAneh$x&SGW{o!o%;{>cnK*#qkLoo00H z)|)oaDXQa*b^9^J2WpZkD|E?Ur6keF@9e-dOlP^V#v<|g?2fv=Fv$vkUDb@#K*RG zWw4JFIBy1%%tuAw)NcT|`0qsFjbjW6iaM9DcegZ^Y|=C#12$A0lt zR42$27&~#ig8U}5g*9JnFDFl7`)kkkLzf(x6i%`@knQI@Idl-M2GI_nvxFNllNVhD zX3N_s973!tV-x+%O7XjQVq#&8-gxEOwWV0U$y&BetyC4CxTX?K?I^zkya!N^>#T|w z{^+%%P(xe$Mb#lItLoGPyjUHcn!<|K)~OW{qju^{j8eVd&j^R^iZwTT8{mRNJ|bcj zCDfdeJCq({8I;vpGf!=@=(6Vz8^k|NT#H|WIY8^;UJjgA1t>28)*QJq*jG(+uJ6ox zk;>D`cnLy}kK)=CLt+_msDOll98!dbamHY$hxR;!kbiN{XVGw(uPkb6@l-Swqa-*O zW%)E}FF3FV!q*73)0x$b#xH~?#pv`#@si+ZE1Es-EAXn=>t+2%>y!%%S$p3#!=n?8 zAzBkehE}*175^QcJxuq>Vf^mj!;U|OT3VgQKxZ;#o5W))mr(;9;O}?`W3I-_^_Mv2 zA0`_xp1j{t-R9nul+@$lAE0m`M4%zF@QGaeJr?2TNoeG`99({ukIf8>5`S!0aJl~ugb7>!?6*5FQ`(pwlT+(Ywec{vHF{DH~OTg z+THQUSPQ%|6EQfnWdl%<|S6Vr5-DALWI*!-fbEgdr0CdVhfEDo3RR2=qvz4PV9 z-FuGlEMHFP=m>4$it^kr%eH(fts)>i^0P6J5b#6aqhuy0@AS+z*v-(^)*8)^2e722 zKmPgiy<@nPI2UN!x+aMN|L3NMD!=m=%_BbnDQlJb4BbtG4R(?Z`}DTG+H?Bv95dNO zGJfKbICqanXYo$H7i*nI+tq);ORc6L-?2PJ=4((oa92KHx_Zi-$okBrn__lTddM`#1?UbT> z%9@;-la=mvOyXL%=~e4TfB&v$9zvt@zR|$_HldW_AVC1<3dmk>gs=pJ2yXOvwgjJ| zvd{!Y)q2FjNBRKyHv&-=xaD4lzKzSWx(?P~@eA(73gpAKmvF;6Rs?IP~eT>q2PBjOh-hZ@oaXL%)Fh#RL-3NwjCa!J8lT5 zQY0l~P6;B3>6dZ!WBMaOTd%MNR1{j}uefkQ^OdUWEXB?3$0knSZzj!B{F-*^8nmCH zkNw!ee0SB2skU7k)hx~32YiQvc~0cbcuX?ioVZr`y6__7dZvQ{h?V~UWM_Te6gU4l zS2o&P-qAZm8BPjkR^N?SwU$TCJJ*jsg2Pcg>x+<$ZN*mKsHnveyT@_vi>oFE6oc+6 zDM=Ki8ppR)KV}5mZpJ-C;76q~Ev?5!Ne>pmaYu5{DW>*e4QNOfCFb!Sj{q{6>ypkal83T5@0%9q{B@dtbbNi7k@#;=2r)^;fe5*AHTl)zQ7^kcaKcXLE*+!zQCKf z{SEV}o*3bq9H&l(IQIEdRk?{CA3PLtXwxj~`u0Yg=K#~{)#u*b;j?s@&6uEq?ROJq z=TH&Bb3PdJ074!s1LuF}9cThyxpPzK8I2FMu~R3C!{1~a?UyzN_#NLHc+1to-{r;u zN~(4sikAneg-O4PORU@bb~$J<2(vLAi{x<)x$ZngE5C5~Py{27z^;i+5W0oWJyS*U z%AKXcIZ-AKyv4#LHR=;T1}5>xA#tw5M}s}!ocgo7h^9S%YVE$Tx51&QOQAcqPAs}F zErVvqte!4h>aGfJIPHU-O^jvKZ25W0CfVcEBE2k%q9S}d54gGY%k}pkP+IxDchs;w zVAsmF4-KZeVUI`Qo)b;2{+q{fe%b8fBrnMnX2?7-=;BE2K?g)!@NGc+`N%)_RkKs zxex)Gr78EWCFjZelgdq5MQ|Ba-vn>tg+_yQ1|x0m72k5)HcyW$BN+F54R76v*^IVV zItQ-ri?}~GuFU_Y%_(5wxgUMXm5s=1>dM}4@nAA_ByX9^ym)_QzVofVLTj&iUmp2} zR>>U!6OG9HY@73-xu9|Jx9PZRQ`Uuu^^{K$r#{-%Z7tESyb&i)f0>IQCjXDF_m0Q1 zkKee>%^ zyk5QTy6?KhH2GpuoE&|kl8-3VDjH4$I~bx!fgi;b4B8e0Yonn-ydU$PkSY&_ z1uf9_+I{44i+x@sKqX=i2Djwk!HcsMLG6nTAztJB-Zo(`?A4ihcrL=W%c9%zn&*}y zH>~jySqdCsGt8)bOs|YVtlK)I)+S7Vz1&`TIz=(Ew}P9mt66=zplrPR1U*!LTn)Gpdv;`4xHt4B&2*npe%wtq&`u*LkQ(E$j_0JK( zjO#aCFSo!udn`rLAdx*?g+Wjaio-6eB-Z~FvAc&WBJG`Irl{J(_QqtcPaT8v^ zX{RBZ>jXAlD_8#XUs^EN$-jrr7T*$Y{|uHqaC-gjM4stL>;yKc+aT%4Fe)_FY})%r zkow0`VOBq<0lIb>vJU}~2+4&Z&JtLteFGaQB1uPZC(fW<%PShI)_VbmIxvm?ST7xAbxmG@p{vO$lScSdtRm%H% zBB;&4Kqc-)_$Y&sQXTt3}_Nay!c5^2# zA*xE(u(jt4#P2>_x$!`ZBEZD=?6iZHi%W1lF+2T3z~8<|CKhqSKZ)3Q(VMObZ@@yd zH<^(!H+kFtyS>j*sn823xueiM-y0nn+}^v;)b#yP(AFOBr9--r(%b`zOW4Tbq62km zmBO$F+lNlu*>nvqWI>D=h5W<3cNdoNEEFN*tDVlK^`MBt;uhJifFm%k{RZwpsk{X^jgb8Y2E+to?pb3; zTnXq^?Tg+%Ja~I%U|%?G_QI>P?j+&4{X?jM8Mf>0o)0px$uyMs6GO3L7^C+n&%I0S zeXwYfSVDk)O${ZcFtD5Lu8~r*Q}mpDk88P}e_0|u1p0+L8rbx6Lr{jBOU{?1JJJErLI2} zxjH?)pP^pX+MB`ceUL%c9Av|Ar%wo$is9fIkmib$$!BlA<`AL2C7zFGgRBK|6^;w$ zF^d$$@;|SoXBz92|N6R2C6}>Hq@ru#xY&4y@B7uT>dB{krxB>AVhd&S$MFLnZ_JNr zUWSI)>$eg24e{rCd1Hc+U>zW_8Jn*J`v!CG$j-#DkC-M|bR4ZXC0~8y zS2Z|zgAI;ABc*Yk5?XdJa;-VmHR*+%iXIA&J(KSKj}&;!_{{ZB+yEe7@c`|Rq5Mea5@Lt z+*R&pqVN$VN*C+%TNVXz_h=Srp#UhbJv!)03NfB9_PjyBx7pu$YyIczC%wro#oug_inMD}Y5T=}mVnW$`z+iO@tr>n-2;_S5-)-U4F&G288W;jfJ5qA?!T}K zFFZR3(nBw#vI^{kFYR#^w1x?^%}j&x4~DNV|5hcisYSxsC@D!mzC6$LIwl4A2Ho=Q z7PCZ3)6Tr0=*_6p>wGSA&b-hSGswJj7xNa zjijW47hdF(uXOo?&{Yz$j}gs(|Hh9I4FLQ9GMMy|4;b>rWH~+=t717!%67g1)~QDh$yCXJ2}Pwb#ckS9-+BUX_(4!eQIpaD|doF$%nb|81@fO8sQ)6 zfsgB7{JA(h*%4A&|A=R2d~dzs4Lu9XL~E9dj{*EnZx)ea=>A5Hxsrqr$ygQk$+o;T zZ$N0Kv*j;RO18+Bfbr@mR(!bLWqo0dC-wOQsh^+uj%6ox2}@H~xU7j|6z$^%*y2%- zr-1*PxUi?lnt#sv>4${#MDA~*u)>Oop@clKX|Z7i6QU?Whl~u8tM@vl<~HDJ{guU< z&OyC85VE!M$<*BPA?zw(AA&&Si=mF47$Upi$wGn#;JimtyP%CyI(*%}AYwme^*`Th zK&Ut_|6&DW?M)m~ugqV+t2fFi4t=+Od1i0%UwY+6d#%=zkkspV9NNG(tMaW$3&-Oy z<1OHS11mnA$WK)ZnJje#^0~H%L5lsB-!GQ3@APC(ueJNQPo;&~Z3<(Xq&rnvFfHxo zdmo9Skg19Dyw|4{_N<0OfR;7cTkMI6et|;m+2P4WQCL6x7|p$gjTawZE#^Jukue12 zt@m)H&J@0>nX_yM=*=EUN;Vw+F+Te1_u?nI`1CktcCdiC1G~yRih|&#<>rKWM+J>C_z{FP~sQsPfTlbh)F&@ z!kqL`$&`cnn&8CLOcCdm{fxvz#;91fH*2E_e;Zf&sfD}Xn@gqF_^|?3_~1AJv=c^f)$Q3jAXn!uWh6q3S33&hD!?%>^nm^88hMr<-*ayJ$E z@4AKu9pXO#ovE^_YB(8O>@wcok^wRq@mtsB=n^U-c;xCfBms*gq`W%bhSJ0ms+~I$ zKVHc1SY-2n@I`62nVqL2B?~yQp7jjC%!BBG7)UPRpdE`Ilr+R^27S3}^H}k@Rr`=0kDdC$FdO~PXFo;qQQ&71$n0*i5dV9CZ5glk$sb9~6~!NwiIzrf3> zQ)8z|(y!REC5~^~;jj0F0ZwLcPJqXhYAoIr;gN7W(oBd@b&`er`fPk#o+qjvX4@Z$ z!iWzY6w<)@dMPMOE4JvQCPszc|x@%OglKreV5+k7t7K)w{cMs7IPCtDVS4} z##|Lx|%aeLS2_rew^VMxy&_(83%yp=R~)0LFw zmzl~WT*iBWI49@>3pw06$*HJ5u)+>v$QRTe#O3?;h64)j*GLWvGE7LS3mj1o%PN96 zi$zE?RIT>HYX!v*tHC;}?wnyg0tR-*RIkuX#(#9dV695v_Ps&Ok3FgZl+& zc%X=00B?pIQoaikAdHQ(AU?Fg-$R;>hh|k(>An8N=|wlF&OiY8pn)Gi0v!C#T~FjSzXUN2MF&a9)j{4R zq}4R$UafW02*GNL>F18Ded6sLE7_M|8iseL5?8Hdu)M`E?E7`7;g;MCx$A=+j|)>d ztZ{h~14Zl>zx4HeU%xJy++Vu=-FukqcL-&$)hIRmly!BnhkbqKw&MXmr_sXd{qF;Z zM--#n26?rUGp!%y3@n%=QikkW3BQn*bx44vomQ&uFNDe1){l=JR*gCbw7b9dv|0YvAIuPejT49hT^Sw2Fu!Z)k(+UWufJF%0#d-hSFCFPv4&|h8Hb@E z>Y67|?ees>BZd%>YQdMl%e<4N&WZF*f)SP$vGYPoD`aZQ`2D*>yH<#myw78q=nG_e zYWu|C`I{g(6viclPimkRq!}W1O12Z){5$!Kc_CEi38E!p(}duu%TTc_N|;XYa_;mx z$6Fx+1*QD8N1_+J&n_=bGB`emMZ>+@AMjgt z)4?OgWa6v4h2S4P&{@GSS$2)od8&PnA8%j|4(jG=R&NEK=EJ39WHem;HyPaT)q};Z zoYG#y2fGG$VuD!h_yd=5djN>;e9b-Cf%* zX5jlEX_-O;hC3`P(83#&p$^te%jrH9F|O>J2vht-!gG^fR@X z=~MB$u;{g?%|shFU)b>pMNbdWDJ@g-{`DRfr05>66qp{VlW<&n zyDK_gBOmbi^a$h~oB}=OwH_&^-msCmTG&__utaYf+)+oFDbUDJ3b4IE|IA7DtGX>U8{fiFqD$yl;tSZl>X@ZGm9wi?4^-7~r8Ftg)BkrmW?HW!|(?duCU zup4`O;BlmqFE{ztK0DJm@tuHkUrbrYXDb>4k}9bfe6=|3^9@ab<`nZ0Qd2_C zY(uY!r#`0L+ZXPagmJ;;#gR)1@9B{%(g(WOqiho+gZXvu%H{ig*_iAq(dF)Lv4$UW zg8#1feKcQ|{qorSm*SvJcUg@hrSVv0s4|ARB{o!)ISFWAnQr2ri%C&#+IN^_TfcF^ ze%z}wetz?#2G++1mnVC0M0b#9rIh`cs7=ND?@h@80h-D!v{*g}%Q(3%!h}R()8}VBlx-3BpRQ@67rKrW?$aUE5G0ZhUO6yNbq4J40sje5L7z(Y zri^=@wubw`C{oalg7`*==m6C*7(s}ekyBCuK zIyaAb!#;Ln@Doi4##_mh(i%CU5`%|Rg2datU$~cps+`M?8O5$1>>DwP4ryPz-x^o9 zo``Y@{lzyT3^o#TCsy7!FIr5|u|dR`Y$|Mqy1oG)`h+01JiO)Ne1wCc!8Ns{Hq(XY z>wOx`7!l4odJTFILR6)mKUf!j1UR^lIyyNOPcCiMpU3Te=G?1tkC7Dsvy-_#mbsFM zm9+Rqwlpuh*YQHq+@@iz@1Mnv%9(((R~K7WeYO~NRyASp)GqXu|^~o zoJe~e$7Tx*jB(%miRQr`4g%YQrhZpW3|8+`O&AtcnE3c0l;_TR@PUabu$C{QY+= z4{qRQCqph^#(j5}H8b&;m{z)O@W+PFiD<`_jp^I6?_wy)pH)@K4%uWXU+t5XlpeSy zcGKDiV@6!>F@tX;QyyZ39JuXj z&MX&N?QG4qb$pP~h#goM(=x(sEg88yru@0b$S2CjRqk|adW30Z-Y*khO1aefy+q-I zWX98mkQXElwVHb`&dxsg3>Na7S95=|BkfX5AFuI~I>VTmz4pj&re?FfW!#}YiXe%c zSwUUmj)Dq%r^d;NLW`0+oZz^(--=vxJ9X_G)y7rL$i)L|Eu5>FAfpYF8vKOY?#^UoL)7jBDZ2>gX)L3xSel{!XTr(j!7?O2wg-^MW1nB;U2|-Mn2l-8yv;v ziXn{@FEEgD6|mVrqSOouKtTooPo`GTpV2TpsX}}%y*X@E&mHJ;2y9v_*M5J`7o6>? z95`}n;J^ZI%wzd+4VPiR$B(`Kt#5v;JhT~pUvh8sr%?C2@5{DYo19 zmTtFDRXp?BG(;P^j9OWxe3b;9z9pIs&D=qO*R`JgimOj3M0+ZeIyAKXLnExw3B`0RAO!;`>*txbkx_jK*vXnqiz5; z(T>-wCv%cP7;(ss^x4K(2qE$i2J92HPZk#|qf>2eT`&(1s`_8X9MMm`~$gjLgOJe{ixZR`2-g?_pZJP68FCNg{ zXQ2S!lhc>&Re$08nALS|mpS;Z)(fC6g)2-^%wF#NW`v3e9Re1ZW@39b$9MGAohg&& zs#H4lqaR5-eiVe=at$8b?x3{$+*4vsUr9hYDgqUGEmv!-qRuv}C@e-RC_k4vq?NZ{ zr+R7IecCgq<-=L(ixE9knCa-sdXwVW8sqBE@W$Vg(~)tS&(iX_(WS}-v-bGVp&fyW z8|I#2yDHk~kmn^TkQOILamPuOtMh@lX6g75#mVyOwTC|o=|j4E1B&<}-zl=QMWs@A_&fxCO}h% z$iX)xSO;X9xNT7cxCT*PScI3~yF-6zzSj39MEAhy^QNV_wG|h9(SkMf&ODO zg#g$*w|IUE0j;1u(X|qj;<3Jl#!>C%-Xzz0G#t9o-q_e7IRmGTnemyyi|Wo}idhZW z$^+IxW$E%%*o+~Vn08V29J)>LiWgf(l;1c$bfzGOO@HfP%KnO+6TSY|oCy~A6rDEc zv_rXe9h06g6qYo^^Nfr>-{97>$UrYmr2K7e^dEt2W5r2w*^{`kKn2-M%Cnq+dM*0#0wQDvap4G8gmna#qlpAVYP1dW;+H#K)8aKF&DKxp#z_I_-+P{B@W<{0pl)oa@nO-1-ArF}6S z-rr290kHo5wU`|o94ybLNKZ71h#}hi zF)OS2`nDf-3-)jhxuQb36D$7{DgvqQF4j(JI-WnzJL6^PNNJ@5JQN8O&G+XMTA0P2 znl9HB=utYXG5ADgT_}4(ewMvQfam8sw>`r-@>ogJuqU>*Dt-#?4(_vI&^oxCWKP4q@lD_Jql9x(%Q5gHfkS9 zLMY%j@lP4NIl7D@QoV!Lqla@`q#vh1J+mXipt7rEbY&>!#6qL z4C3HOQqUirb_aIEPfIg(cL*Pe*` zpkAGy_TY||e+J@LYw}IzuJ1pjfNF#geyQYcCQJMX6kdY{ji=L1xBzUMuori!9p201 zb5L3vRiAU_XWLs>BUF93c0WrU5h7qas97-xeqr6dFJ^4eJM7_c3nLwF2hn)~2p%ma zhF)aUDI79)ih|{?pZ1=?gax7Rn5}WSFom35a39UIQrFHU#ko#W9UMdkyo92;vSv~g zS>xyj0>uvt^KyI8C!6nZ4!vH%1txdY1=78}?6&oXwX0);JK$rytyEW}$b#lOCr+yc zl7oe-C1)OU3egwqJfEXal-DUq;FQ6JC3#ZpQet`TE%@1t5IWo#4B);c`^K_6G7Imz zWi&xRw(|DW`5CEXXF>uYm-E_}XFTuzYS*I<_Vm!Q&o|jljd?1oDICBMik;?t&zlGY zgrhxdJPN*>c=4is6HF9X&7{$f@xN#$wFJEc{}pCf`(}Zn2j_I2f`wpl*p&v7GvCcHsBu+z zfOD7>(@91L#CR@XT^=Y`0v=icZFVk8&}DL+ut;%r90dyqKZ z5|WZ)*qE2~)rJT)1H%VL8{6-VfES%Mn(zpD@(Q3Vkbvm-`!^`NZOd>Qo=7GNkNQSO z7dak3d$=~-M`zh1s9h}midp{q_DqLU}=Z)ogMb?By`~A zp1-XYTU`jL!_rUfc;7wts?HI`0Z1nhW)*z*!yaHKyKByS>DJZiYbG`zutIUhcY8>^ z1Cu8QA8KDuM!()nS0y7oub8Az5#`(YB+Q+dx;a|Ghg60`|7ZV{B#i9xkO#P6{Ypo} zOhf*k89nGdoDBh)O?*`Ze%MNfQB#;(lm&)$>H+wO@p{a+4~nL16Q@ko&(F0xW2B(- z1Z1aKv4B-2sDc14CcavlsWtwB$2`%J6vn>Ptt~t5LNcT z(u$lpG$FuFkm44ts2)F?3YiS>7uLl;pVZgB5|z%mcdZX4&PDSk(KjT>t6?-vK8_Zf zf}r@xC4O^!9qjYfA{L{-&mMoom0mLcV_|}R-J7j^6}G$x64wptSdhaOFgwj4--tM* zfbmDHrKN>rg(r?ybRRu+WTJ$US;!F;Jwv}*RP%C&-Don<3uoI@Zm$lkK0VyQP{*oN9zF*+;RXafQS%iA>1}hVMhy> zwH)|bJoeT?AjUQYIUa<1kU#t=NES@&AbTuiW^cpn3rrWzKRbGH{{=_(H{_B;%9x^* zWQ?b9N}qtpDG78Ti-V1t5K%W(e3}Gx6-k(>z*V2N9@tdW1gn*GP&i=z+2Nu} z9b`&?GX#Lptl?&qG3{Lk*UPAuSHN1FXTSY~1D+Ti1@ZDbk6%TBx5{p%iJfYdI zwF1@@muFK`eYKUolX&kCM8=qnY*S^Oe{sp(^9Cv59_P_fbl&CN)tFE`JQAx-EmdhQ zslQ8@Zk{n`4&#X$avYqw{06W|(BPoXfY{mrFu}KhUaXgUQUms~MEaZ5LoXPudu)2=AAZIYB0vz`QM^E3o8ARx0g zQF|3m7|j4A6o5@t(oSzso)xKAFF52#$E!EGAzOTNMDSYeX9Ut?tI67+y)5z2?Jc1) zN+zTD*P01wuTVi@VWZ{PVq-ILyE)7I!))caaf+9UF$y)-B(&6Y@dJn+@6;+P1Kr#d`l$_3yx*?w(LeUbe*7A zVrsQWk+TbGa(ks*LzM!+4=qV@L|lG>&f(|nOLyc96W!tF*(+Cu`ko2 z^UKoEXOWEw`d2SsZi{+83idt?AR}y>eIHR$W_Tc6doqTD(PjqBTLf!~qzfQs3pB_E zknK!A4?Pwa)o}H6?45&Xi+Xl;HRsH)|4iYYu~SWIAhtjlx?U@MVX z6FyI?H-6ve8bj`Tnau8y!LB%Pd-M({+I538-yH0s_{i}8KF}Q=L5b7hecQkk&%03> z!e6_0{`X<}1N!LUG1`0geBWIUVI&XneRUDi3wWs#eG`0)zWDF%1o@WRg>cwU&}mn6 z9|$A6e&@P;?x~dL?dE<8vLjb$@RpP$nR!W;dNFehu7Vl`yMF3k1NBw|&mI&b`lXxq z?9A&w{J4REEVd^p&%b*oq>|v{H0;dJIoRj6{(KM2`w!!Vg`l!xJ>QI%fFcDjBjeu) z!Fg#vuDZBmu`bZCyW1Mpa(#Us7w5v0G-x4rLTPD1{@}^toUCn;JN^G%>j&~KBcqz<3rJCGms*hv{w=uu z%kO=mUh#z=myZ6&d(H$yBMN0W@9sF|hFBg!fR#WBy^t~uSn=MzeY{UJ$TT$>x%J=ECt(mLDC_M(oLgB)Z}tP7hAqj{7ig{ z|KjW>c{c$;*5Z8?cB~|#FOr_r$btxcUF6a62n`<=C+CN>M4_L2-&``pKBtq~+kW8l#jGuQ$K|RB#)Ajx zj|yaBI3Fq;d+z>{T)gUl!7PvUFgw!m83`dSza!)F$II7|HfN*9<`_OFxAz2|>(e$j z2T7Z=RP8}BAxVVg@9CBaBVWW2iZNLwnL|v#j3D-2Nx=M$h4F^|jPT~zaH$!1rYL2J z?+hIKY+=3&{)zXBDQ(SGU1n>~uHD{h;$`(&3dhk!q@rOk(shUNk$ zW_?4C1M?e(=S?GJ6c`ClcjmCa9&uscs8C126%29nn^3NK1?-=90Ne&DLjU|BtU7^1|ACYgMf}&N%n&-Mh7<#V@Irt~g}p2>6hpo1y)pmd z&myIO+w9$C?^=&2eBb3h#Tva*#!+E8sb;e2_L2__3*G%2{%f{VlRkfyO$vX7+OI(JnJ3Q?)ymP*m!J?!`rUv^E!_8o`Z$0pOenG)_WUF{k1EFQYTRJSHw>zxP|< z;ISx4Pr?SVFHZvOPzXW+VMhRjA~Sg|6AY@z~2EV zt6@s^0o~3A|E$Rk{I3;ZrZ6cO!y;~O0IIG`MlS#y>GI?B(le1j|vrW)+b2YaTAC^O^v#aF7>6 zQW6zL?L`7pxB`pK&zgNKagfnzc=5>@RAi2Pj@O|*Cgg5s{M_SDJ)MBh@IXp5U?U4f z1@RvA=fJo?p6ae8cX+@0?96pQwPZd&sj`NJrT; zsujH3b$q%X&OMEcb~g9cWr6P_kH!{V8~=1JswYpdyQVns98M`Z6+YW&9m^t89i5{J zVVk>WMisn=`!$=TC5_kO?jbd3K!PH3S{=JdJM&S4BBKzL*H!1yd?%j^AF@NMJlD6+X7>Pqt^LE zFbGKXJMb4C2JL^$&Nc<`?g7kSOmX+FdFg}S9x!FD@rU2fyp}>|cS`D4{eiP$EPAy* zSNunyKjL*HJdkb%4QydkN z>Xloado3vC^5e8uyQ`=~Ka}Qnpyc1sl$?oUPZJ|)vAuCK4`k}xMS58 z6Hj0DR+pU#7~``)AR`sK@zj)8#10*!us#x3&(Ildc9<-=Hw{L!N7cZNUwh>T6)JuN!Vc+xH6t-0y)!cu3#Iex z;A|PUJvk~gSylHvD%oB&Y^Foz6ta9vuiUcr+iFziiK&!gV2hs~3&VK`>CY)XrEsnetALgZZIsIr=Y#~#m#q0%l%=mIe9NnMlrK+ve4*YMy}wQn6UK7 zrrZMX180KU4318AW86?@H{0|P#3Y<8ENvFU0A4IJ;q~A13OJMqRL8K^V;b_0uVB?w zQBl#T+owM;v4Zc_K|`nbT9Za?+3NowonpS)z4_j(Pdfu)x)8W#Vebc2&lyN@)85>H z(e)2OaH{tqq{jupr$E`Ako_1f zU^lE#(39<(WtY{9MZ z{Za?rix<09a3=l*o(=y3BZiWNE~Z5B;lE_o_U_F= z3>1ER)G^+=bzfZ=Y$C#5T~s6qbpNBEUNfdo(LI?JCL%u*BCt7@h^$-8x%IUZ2N@ZC zhkU*fud4@f-!II{eGdjZ@ADK{lezh*Is#Jmj@`R&e%C!(>_&p?S(kBfTf(3)d|9t6 z|M>juzTh5q%d6_QHzNLi2?S>|Myqb|kR+6w0L)bo$UdgObiL%eWVOM6O$DqsY%rzD z8H8VElczRY@LjxZ92^9x3h0FZwh$v#yp+*GJFIA{#9?j?hI=y_y0MCCMc{B-2(TX4 z9F4iVDryni3rSUw6!^Ba_ZV)q2xbM&bS+;wuEv0G3hdoE5+_i-0<x+p7x~h9D~Pk732dAuCMNSEi`B46?9eKyPJmaD_H(j6WEvtzoh{f+WcgnFL-8IYp=>^tX=^ zU1*sHBqEGC(<>`a5J}|E91S&f6MQpG9iGaeDPR)<03Sj^!iExV$OUni<0V|KFIoFn zav&~L>?5`P`}hFdo;md&P^2hf3~C-W7~|luU4o+<~T?ts(l%gjMxL`1Kw{Zqt_Gu@rFex&le zR3D}V0`FZ#MS{@KPz1USyFEgX6yctT#9m;94TYwky1QZC@?v3QGlfmmqs0tsQZq<* z3>1S{aEZiOi-QX6NuZB#cV6i_DaEJueuNErc!4kjSGbZz#9YgeIDCh!~x zSw8{&^~40JY5@K^WVeG`X9ztTQj(Lu=ab(E3@TggyhcU%1-GWmnFym-_lv{5NnNoD zUnWnDg)3g5hyVu@8v}w_O_t+}CggdmSG+*o(=d8leYd{Ec;$*0I5B|RE(awslBa+B zu1Ix4V|ZQ}?R8w?C?vE6yw}T{dYZE)_W>pwT2W*Kz@`h=JM{^Ck-y3Xfi{$ zm;qLgzQ%9V9)_G6axjD1!P(-8(C^SN(S)GAn;wa;0T%Cn;aOAD$TBnF44%!~PW;X8OO8+pUqI-? z!jPi~S}S4KaEF`vJuupkGFwHHWc{I!RXJRyKWLwDL7HeAHb(^l>X+P?{A=Bzzzw1P zKqs;Y0wF9d9R(Q#{2XOzU<8#H72^v^8oe&=b?*+Z56!hluUq-*UqH2F!px!bX+<$y z&cNcIhGL7Q{!cVbO-(Qcm;0E(a|QK_&S^+|}iGotH9VIAMJCZLKU z1!+qIHxYh8=XNCX9eKGZOn5Q_y#4O+pLzq3U~?Dfz%)xM313DSY}W^=g1 zcuyFI1P`1gkH-6AV%LaBE=V2*yiOr(LK3U3=pSiPP*dh-p@STt;UW{L1#B5@xQ*)QKl|z`YoM(hCphF=UtIR?3c#u_2Wrbs~MQ#p};S*uZ9|*!*HqU!0&QwY$$oty@~W z<_1(b1_slbhKBD|XS=KBGViS)8n+Urt1(agWS-hG>3eg&$_L<@bQ`Uy#WcTa*A9oN zU#zFc47YG#Eqzw7`A$az2ONt+Hh0;uy3_Eed9X<67#9n^DLV3aJXBOrD1Ii!6#!c9 z3~;-VHUkorc+T!Pn7WV>D};{-3`Jaw7l-o+h^Y}cnK;mSfiyU6#TOn&Kgd$L2y8-4(SzBA%s`-7}4q&Rn_P|0tJJjrs>7?Pm zRsaW5sBMcJ8k{##@!T@`BkuMaT$(05zv*6IsfU;}#k=K=qS3p7GJasphCk$*ZDmmSO|-*Y5JsH5LAupZU|Q#Dn2t;`n+0}8zTLv#L-KHxbTSoQ4+NAOd07ud}~YE zwO;*?5gsm}?CA*SS#Uo#Kp-p_qP&pbr81~V4T?}PqPrCvAz)_i=xp|MpEo@GYEowL z78;ysMEQDJM5GLYE1%m~mx%}oo1k^W7e3QkXm`%CCiSXke`V4O)Lq!^_M$-l)ooik zmWZ=NK&a?6vDB+(V`qsB-Ka4ZOd8V-SRGFk9!^7pDhpAaDu+gxDLijyW@ZHUKv`d< z(;wZnTeSUtDoOk5=S<${GmI5)K2Aq zCW_B&;5E?om>AMVzv4B-5woS$=Hn~&^V6NQF00MK{{dY(Zl3;e3JuTJ3FoVvjj^#B zzPcH~xmT55?1CzlM%$aXiP^Sr?A3(}^Ib{C7l<+7R|kiFhm+^&++4pFsA%v+xCm|6 zM~uhE8}G{c8hp8s|3IpQo9I!5gv)x%x@9|x4nF6dZu(*wCXF!aIC@W5MIV{Bk(8W= zNvgB4`vW2%zea3o8uRgAD-H$;E;IK2fdXT(XE>`Xgacg{U;1JH6uqJ4N&K3g2>x}g z{}W{IG4(!C52Z@nzlo`Oc6wuoguWrP)%dCi&O$ftdsVB5&+IC``xDrs#Z1~!__lr7 z#*e!L@+!5%D34!Oc)ZTaA|EX<_$0AsKZbGLiDl@*#fDpA{&r)uv|^7spIthWINhaj zJQRFODurVxey!^$Wqk-!+yiI+cdqJ_uST?hrJo@EQ6-=AWRT5{2A|6%0v;p4{jeys zi8xN>bo?sx@-YBy5KAIdXWc&DTi*@c$F=!#JAIS>{9u%>!VLord=l%xh{6G$FDGNF9#&j^I4l zefIxTMDXOny)24}i3x;h3WugGm{NAnvK?niZ2N@5p)v`Y#vtZvz58C^0hAxWdGIB0 zPJ!|TitigR-Z1j;bg?`Do_s4jN~2Oz3d)1PYYvqJN()rLZ-;siaEIBrkHMD=Qk>EZ z4hB@H!d26+i^UwJptSHogA3vN!(RExFoCaPGTb13?^(gu2g4@Pp3(QOM!@mevjMTa z@3T}_u7o1prC?7}9lbL-G%MN#AzTO*H5vKvH0G#DKy$kcBnV#y5^YLnEWNp=C0pqv z2ecd=mlc-g95rs=$?eVh5F~;P;S+NB5|D0H@Z_w7NW($#zalj7bSZl&->GK@1Pqil zihG}EcPZv-G=ZH0hFQ4P3LSa=Dtl;Xm^y-j^)SGVG)F@yL*bW54JFhe^pjFT??nkK zeDk4F6i6k%XGGEe+dt502Y2b-ymYv?yacBP(kTNwn-$routtSL_1#C0s6n&tKZZbp z7Eqex&1#dNIvTS7j^}4yuwB~S^Yz6*N*b9fISMxN`LTBf_Vtu9vG1wkIj-HHT9u9SDI0E zbUFF~N2cThjNW{m>j*jPLtJ$gq*MimA(xVvGP%g{0Ie*&46SwKL|W=-zy-KODTos_J! zJFuDn=Vj@R8QezyKU)X(cS4=2VHH+3i=*B10OlhMsC+}^u%BTd#aSTk>(;Yl00USa z&U}&4(J!IhZTH#6K76b)!F>s&>9}VABBMZLjoI{sH?Iu9F@S&Ydo+BU86dU;(Q08g z4eDNtv_-rZ6{5P~?9^Lw8@o1nq|ASQ$!dJUonRxnc4vwvK%`qF1wlYk=`Km>&VOxZzVDoKUH@E6IitSp{lr@Lx`UJOc3YbT5M-qw zn&QQaDQv!!C$4LZm`Egt>UI7L@PXaVPK2Mf&8rg9h9(W_%jPS@Ou6rJ0+;5;Gz(1_?}2PXSZN^!a_XYxrE|>rx1VRCjz}(nEu9rLS0|uU)Vx z@f2JpqI+?9Wgz{%r3Ok0DvlhM*g)?;w@mA{@Lx>0VZ6EbJi}^`6wS|j2lvOu^mkf8 z;;SYtX?w$^Imd?!FQ1srw0v1dN3q8f=CdjXO*LX%P)vT&N<`D}r|+s8w*m3+XUCVc zk_EqiX>+x1XR9!Ew+9p!a>EFN_RuqwrTp3O$Dl!O}(M^2E;-Ln%4 zK`y<3nQzs51BJENBW-w!+6lMo*;125dr2DtPrUf)g-CyG&Zb$=bdQ!d1x8B*7^yS+o=+y zH*|unK7T%1CtK(a)M97+?0xwx)t5N7D_O0tfX>#!zJJaMbeT{k$uN>q)vkZY&K}*> z2Nwr)4MR0|abh@g;j)m0;vX6=gnbF@R}2(vd&qVUgc3Qf_8sIs9EOI6Uw2IfO*e#F zVnZlv1NdA3+XhKrhKpnhfQP4O63_<1A5%qLBcw3t0W8HBC{K&P&`sdC41l`vW4$kE zi$HT81VbmMUliy~Z*NsW_yL?KsF(Kl!{jpdzS={S9vyxjwEz%MEfNN{PEe*V)h>Lv zTBgbIwwnI4?K|@|uLKN~-#bBEKat+Ik2tkF2l+?YNpZ`}ux?d4(z9|IOEbS}XlwhZ zI10f_NEk)o*ies+r+ZSBqdi_tM7f@;=-?$tys#24K>{HPRN0aCfceUm_liQukJt{D z;S9!RjRbC2I3VN@K$}=c14p@HJNotAy6CG-x~bT>WP(a@%-K4N&BMg`TT|*P>_Acq z{_?ls2H-Jn#)bKm$=cXw$fCZLBEAx+_eD;~SATm#16`&2CUn^{JAXb&X=#a6*p9yd zg%7iU03}jS1IQ0KhSl7+(mND@GY-U5aJX9TvDNc@v+v3GjXudWF>(3^JG&ngg`*0U zkz>N9eDPXtLX}-Qm6M-0ygL7Yb9^Q_AWXng9brv6by~O6)eOwSNwmTk)EYnCE!T^o zxTGfav+SrY_lvJPlz>3R%cuxhV<{9<28;ueX#rDRrX^2M!$Lr3#NF%yKG8FE_6rcc z!`nuG1kqKXYxy|v8pCnjv!x}a?$3qWpig0d{N2t@C2wNKb+V(1M91hNRyK{)&v1LQ zK7st3k6ojx{lddvl_7`sU(Ys3Dk-089{&lbS}%w^ckKp^l_8RLD2FVLjHSVP!aDBf zs9oSlF-Cg`iT}~AH1{Kv$FvLxo>xx}wT~Sqd6Ud{CViO*2{5+X*wSKeXgFrLtop%- zxe-b>k0$JAQT6A+X|8rTuoZs+j^ue#<&Y+58}xKkpr|SMqi``aR<7$Z&ZpHrqP&C+ zJfxgD*j~psG^6Q1%9daO8RqeV=W~QVHYqXeG zXaZtMd0$kNv1^U7*xA_FyOUY)P`5^X_BeB5_0{c6pm;C$7FGT9PG1?x@bNybsIEy# z_e6tW3;^?C{@7l#GPI?yuc?U%g<(p3pgVaSPu zR}6i2WP=Q}rvslQ52i4Hn_DvG4JP{=hYP8*;0UG7w2$hk^Y%nyM}Umu2NerA*JSUC zFYwOR>_L6`bX@|n)U8qM6hvtRP^SFyAv;Sa;nb0j?zzwin*q4EW92`O zST*7IhfE4xu0e7}sipfLSgZWA>_lU66=On>^P_7M4u~giR0)KA<6ZdV()5c-ou5?z>prirC#{ z+$Ml=?ktE`0@M}WkzAn6njUxcoEdlh02w^^pmLzPEWqBt)493&SOs_(tK%IRzP?xW z-9KD%S&wR5NcD{ZCJIDJX8`vaVIDy_H1+#;)~<1G$Hz1zCOcR51kJ{issuoso-%IN zpM$RSe*+&sQdVT?#(GkreXts)4)%w0NJK8;3sSJ^7x2ZbS}L3 zEsEuua_Mm=Rv?bmJW1NuuYUDseRX@AvygdAc!dpv<`of&(d+2K)I|R0g+MgV9AUK! z3S5=mp2J-o-8dfm1HXTLx+KamiJh8MDocCtw|J0+$=(?{wHu8DOjcK zx2}L=x&0h&nq~mKq`p;WY2P<2tm)|u5qI(nt|#G+>P^8*3^CWa*s`n|_q@bKgk5-BQ zZBeeqQc^ZH8I!fB$sxUTQt?qa+3%Lsy<-ke!q8AZ1S{*76g;s#HulnhZLD3FWWCx? z@TO7_TqS};U0+{`LGhSH>>X`S)P{|VItSR#-+K*SOg1AgHy`N|>edl@EUAOrG@sTk z=jrbj`u*v&Q5TTHL5y4A{so=!4yDd zCm|^q!osoDqOlR1gw=z{B&Er*Li>H&)X-t#glQR^l)P6(H;UPbIw2y z=bb9rb>i^;lG z7ulWl}>On5}Q(y17) zzDT&%j_H;t?Ne*lOITj6OuhEK14EOegW~3LU_sz@CjU1Fvn>!|I5HU$62t4UX?(bF z%gL+WXIb~cJTu3OH(jEh6|1fV1s`U!bp+F7abB0%_j647o?kz&c|Zjb!HDB4Ys@s@ zsf(738tKrfSy))a-wGX&gVBHanTw+%hSUIqpa*Xn6p`>w|9{CtbjyfC^Z!42DCy78 zEB&+UIuQ@#=`UW(pTCQwi9$IjrFH?bnF3%gZ3qTKP<$d-BPh@j=dmIlMoz`xDk18D z!usbb62b)L3%%@|J74=hF)`j(Wtp1h#VxGkxLxmqKQ}j~7CWCP?kT{k7?(CbjgzL| zq&vJKv<$7^fNVm#ME5+c^y!^j)PWib{!scaKE2R_YnNx@%Y66MY@=$ z#oR(~wS=liEtvW^F5JZo`Te=1RAE%nJ~&tHivTq@34NST1h2*177Atm`Nv2ZuNPs* zGPiejn1IcWyp27NOU=hYw9v(D%c(t^*<&rEM{k_Zo5LtTw2>+OsyiJr9<|#jIWS<5 z4YBGWKy?>!U5kLhp$RPKN5#g^Js99VL`K5^Ye>Nx{kyMWm<6Np+}`aK&&}y?kFMoj zM|_U}F9=L;IGPGY-k1(bcpPRv4b`}dQT@g!vWDTVcF@$6At26-U?Bkm-QMtWv$r-R zI`2|uk%7_j>CR@+TQC8f_nUgA6W7snfoitV2Dm1W)dpn!Cws-_*Q9g;ji?ZzEua#d zVDy9&b^u%m-WB17%p*v7MRKFM&u*HNzuKDcY{vM6_ZHu6UvKL)g8E%@y^i44dU(Y4 zQ%DYRVRyMLt=7Df=f3{>p1)FJo-2{Y)Qrs2Y`Y;;o~}YodvH6s?Qq8Fepm8)6^|W8 z-~APNAwc>34`yWLZ>K}YoR*oPXg9dM(6C-_Wj9*=wkFA5V7Wg$?|d+scDSl|$5Vre z5@Y-e#updrC?B3nG~RxDf9|ufV-qs=5{i82a@b^!|G}fRXZM|y&&MfR((Pr0w@GWN zIKlg@1TFoIX1v#u8INzy9>2pt7(;XKIN8~yWIN-zF?e>=Ev`f4;^Ga#o+<~E)zQkr zF%!u0iHvC>_g?fbFmmVBda?Wik!5nwg5W;~Uktb%;h=a&N)H%CVxsan+o4oPLdb!c zhFv^_MJI}1_|v{)}&>@9EmwkK9X5RRPfTHVwo>l)wLTFo(&~Wu8U5cCQ1TqI*0dQ-qk@z!HA?IwSM4As(N)P?@h z-h(Twfa<2;tc|bWrmH1cl9uLN=-ts2>sc_CH1>fW(1j`GLz#T1tQn z!Ov6*1X#3R^~F{RpcMJXX;r)X41zIC=?-EI(0^u;z0&<6KxPSCgJh8ht0#DPrujP~ zXL(tyLqXC9GWfX|#pAvB%2nbL2ENa?5z~ zacLPFKA0xfpD|Mqbi`t)q>ys`%*NRM9Y0B8WF&{%oha`n=Bqr?TbeB(ZzboVn0SXZ zs>&z#L3l*rhx_G@_jw4zG<%bOoE=$}I6dj4nF0qMzUQx4+OC9{>FAW9vJFUV` z{+4KlXb81KLk$!fL@zE{D5gr#!7RAc_7fdS*S!|thztN$Yp8xoDNTVg;T6!szzr+Y z%9$=6yhGZNz%HJDym?LbR)=A1holZ8!f1%?LMZRxbPI86QeZHMh5{`qVwnK;n&6HK zc82cTz|R<)lwM$LxtllGe8Qk@POxP zhUi?~_ExDOi=8SMjLktQ^C9E4s8+fv%sYUB@+Hh`++_aQ=jzlySGR6Oe{tJnP7t&! zunqj*I{Mzv?n4OF1!TrMh!t1Ys5%8mlk+H>$;F5BKXLpwjBz8^<{Sh|{EhE!%!g0s zhOS!Ad^-i@REoFWk5m=Ry%@IN`JTT1Pj6zoy=jDF4pDP(6`JF|-KCv!%28@xfed&8 zBz9iMt`>@uLrh3T6hS?^3G{Q3y|wZ1Z{e3R!E1mu-?4Cc3NBNaDg(_-Q-H*F+y{h2 z$isD7R7Ipki2^oX;qIRP{Tmy6ZKqEY=zVN0m9@3WeNLUJBn}Lj!JvVKOW)LCE|m0( z>-|@WD_C!HMKyERP!b_AKUu)=CbB>;d}`W(?29X#AzbhX*#dHF@qjK5cDFEYFa*-O z_AAs;&3VGqyGZ*z9?g+rG0k6&Ki^I zf27`S+ns{N7QM^}Hyk*JV8l06ZgmNaFaR^(0E*mK9Rup{r$OzMytKL1RI?4+j8kBH zOaqDs+At)p3WzcQtfhOj5yd9g`<|aIZ=3-Mg%9rpENgp9p4>--^6=3YM`NFVIllHj zyU?%F^P=|G&4Xvd-TQS z1{e6JO!%z6)M{cskc7UD1o8H`h}%#t)oy`QBo=*j0Ex+q(oCG2YLO0v}lH=+JTI8$A!|QOSGj;hNlt zTUOt-H~moL9}Q*ndFjRY8^;T2Z?&a-EMj*`MY7V1UH)jF0J;G|q6iBr^G;+Bc*WLi zcZv3kgppk0bJ+f^1c2kVabEByOa+k$6=>fl@+bPCh#kCA}+aL-36`EB=3{<3y^jUzM-?A znq{LE=V(s##YaM?FuwM`l^!hMsH$e2nQFAe#aD-9dR}A%0!|D_a|TYqNDQON=Q)0E zaL;*_m`DJMa+td3UBqnG#+=Of$ac-2jF0gDG!3c&IQTYAC@WAOW zt%Lz6O#Om&xmw{IdlerKwnrY*5Znt+rKf15y>$OjX=_gRMwic9o0~0?eShUVu5!tj z7%7X7@;!5C`I$ZPb+R=?I+~utX}v%Wo)y1!4q{$j>@a%=>59QRTx}ZwR+vUU2SB@< zCy|58CjM=TXyrBI$#)OX6~!xWe8L=pLh0HL1ZRVHIZ8eFo$sr8qiX=4g0d7)9*!^9 zz$jx%jqB07Z*X5D2u+9*hh1(@;m9T~F$zMGLoV{Rs6K%7Dotz>F6vZu7Fo*&bLk|v z!VsmqR-t|*99y%%F+s}&(Qf#CoIJwg_D6PT{`w_Zf(7TI705sSBr^WC&T z^4uEYLqdzqIvwACxHvP{#$0AuidFtJ`FZJ0h+4F;9{nA3O{3XjxQ_@DzYKSmqg2@^ zzHUtaB%`1RgfRdp+(7mA_Ay3R*aNURjA`3>cd6WYNtg?3+Ig zf{94#99V;ZG{|DJ90{HSO6=0oN5N-dIPSz?a&Zr;d|62(R2cF#-e+e&OgvKulCaZ~ zdiiuylh=kx+L3g+DvXMWpkZ)Uy4$k|JUofprdUR8BSiWUZ!eFe z=)-Lj&?nq**vmutp5K79uHQ`JwOlV=(4gEd<9{1P`5E|nhfexRhBXEj8ZPxkq250k zDR?}n=Neg6yWFt?ooQI*IH}@%x{im+;Ha&VN}UvAkLX7uDyk-0DjMh(^Vf4IW<^3y;%g@C3IFmo}1;Uxlu1WNPJgjTcysdtxzHwKOJsR@Hc6N`xkLn5AhKez=GNknO=OT~ zLL6v~PfiZdtg(b%gnr~Q{z2vjj|5VkIl95*xoHFm0s;415lFZ}sILe>^-&|6$79C= zxs4$o8r)9_cpYZs5N9^Hf)L#=2>O7B39LmDBpVn~^ZH(3_UxQN5-tl6Z12DOfv$AZ zZHJwHcz7G+#b|cx=~ZsU65w=5GuT0Kfhfy0RvqIvZHigz#U72)zeNLEu-O(Oloy`_{eV9tWq^0k!yB)+uD!hn z6agwY;A;dck!K)AO9%fCLE}|vxH{zFEk>@bhcahXhZeU_HD3KVqyHN`4bnV@Fp5Y> z#^=0Yy+hLn1&k~N`vG?@6z1(FLq$foxVR1QD1Hr}%+Ab!Tc)wGF=7}4PR1Z)w!FG^ z|K2^=&`pRc4;G^#%)NjkPNuFwk*@BZCLQ>YkyIDGi3iArJizMJs9Jm@2YV9yav)}^O+g+_CQdDR|%&9;;+t0nK+J(WD8xS1b-(0u+1L4>W;i*GF$#v4*Bxl2MeHe ze=r@d_t@n?r2*;VpZfqzc7x@Zr<0j(k=C5LZSgDINis~ukU~Zv8%B>nF zFjQVH(si6-N3e_4PFaq(Gms$xCBp$E*}zFgLo4C+C^;13gdhPLfWI@am7`8=+FA$E`kD{* zl#!8JVu$c?jHsLqVp}2bLdTk38|Ip2pIPro0E=jZ0@HBFg0d*|mV!*z-JcbVSy zc&>-q->!LxrK$SzlW}_J3ug8l$;M#6G{f4X+GQvbrBxdzq%>bD%dq{rLV6edeXPyR z?PC+6(yKZ#Hp5AS+p961tFYrHx`)TzQ@4Z{`>#_}PIz4J>+7>WJ8}0qTFS0kuRDHk zxea#!&~v}OxuyZ$c?);&rgf(~%2$DOSBmM~wc(5|ov%d@(>BK=oysPXq%^qTP7iwf z#h=;HO(NPWjCkI(R~H?#1FZ+;@x+Cqnt&RQL{5v?R9=*sRY|w;BVV>jQ+P-MIo^%% z-^SjJ)_IFUj(BEPjohOib)^V#%@8arI;D@Y?8~^ZZkReD%Gt6&gelX`f76(%__%Vi zWgRG}Lsbqe0MikoAep;cRbQXDRzDg_suLh=hrW0r0}2fL*+{{e{mEDil!#p0#!_pl zAwYIi!p|Tg;VM`#y#%sXE4?QncijQA*^fB?o910p{y6jvaJqvR)Dz7I4-~Wubw4xb zQ&$d7uLL=#*w)H#4055RSl2Gx3#k<9n{FHMjB+aCydNp?90qah7YaA61_OI7tjn#A zzIHaN(p88gJe#I_A@cPqePf?=7j%u{ebN=17;@W^h7Bm>XuN6m1Kj)TNup-$x8@W! z#G(-!^xlly5N$w0N|#LH9Y{U-YXbX$3fidXZqQl6<&F00bHlAS*W7^L&V(Ca$^lLP z3qTd=5n`?tP%0wt1XfiE0sa2|&rbPBn&;rsg_x{qFRVugIj>brl=^U=e!lPbDSuzA zclug^Q`Lw^cRcZPnQ66!Ajv5qVjN;x6lw=f&i=C$4Y&xN_mOWV_Flq717wsW{73Et zITvg2a*<(S)94Kr*#{w&s&te>QGsoyPb;E;NjwXOcFWCfu|Uw-A%tS}iX*6(PBxlI zP<~;9wM2ge=r=vkD#5GS-JL4)HPd=@a*w&I+)k$;;OT#5R@F||AjzH=RCb6+4^X!t ztxw-fqQw!Dw$+hx0)!(jU^fAD@AUqsNE(h}iWoIiiqd*|bWS3AnR34HP4Ts^{iv%~ zl4wjGCTZ64gMX=wGPG0C(a@myHJA;r3cfFXG36FPxW<;w0G)l6l*FkdTHb0cFbkQ9 zP;)lwxsE@-Wi@c{z9c=U)YNO*)HsKjOkSi$p^mIwq{e@_sKJ4Dd1VEv%rb487&Et_ zm7!8|l6Tw&AO&^-mjMhg{fd+Hl>na=JSp9ulj+`NIkNnc<+IOg2 zQMErNhn6Kjj_(OMV!nleLp*hMyxs~b0$$fO-8e;7q`G=k=OqkJ#i8RyB_rtJkn|d$ z6CwF6JcKM)$;;?>UCmBvd0U%tx5c>QPo?6$T%Gp@=0@3Ox3xlck37}QHto_OfH1otwLL((Vg^$rrP9-$t#mXSw(>PIe|b!`9#DFFxWi z!&tj^NFs0@%d0bfb3O7h47;J;3IP|`3$Q_2GovLqI`1BUyIKMqFNAj$))fhs!ww=o+ty?c^KsJ0;@jDDK9n6cvd2u`V%++Mz7e&7YSK$9Bx~ zP!UEtVg6jy(3Pzmcsky5pkZ-2E$C>^gPue-S=^HngmT}YA!NiwhmdS`y3+cKmo8;i zR8RsGfqy^7j;Jk-&K5R>eSYAq5b*InD{>8xJGr6v8#QV}K23u^2F@63Txn}^6l`?{ zsL|zITm(RP5cuPVqMV!@jFpZVFs1z%apA%A;5sjgSyQ!myIx53-4Gv%OeTC+i(V>B zsUSZo6*5K_S8l~tH(W__Fgls;er#~?XY%|GaFmeqDnCGhsUYgT(L`QrNt))>484;~0)9>3`cnH7T9+Pboiy5}bKpOd{| z_SO;f#(k#lqS zc9j5~!S1Buw;-)MTE0H!zK|T}q+}Pd=7J`9>V*Lxxc*>T_n~gr_tt|L)}0$bQ|RHu&@xzvh`zv1WUekO+w z4pIyJ%A9pIV9~Z^4P5$yd4L|+h(al?<)ISxB@QU0NmbR<&`=P_MARk%Y#*RUIVi^L zt#0nLp23v2k$}6V=S{2y?}iw|J6Hi}BCrV>`!-LuyOFppNaMJS0+_O{3C@(w{)YzX zU}+2{a-7JSkg|~ebBQqqFEo5KoJ9X|B;I-Zw_EXpX~)U3n;Va)eJpX}9yM5Vv~K7e zn+%sIo*Z2dk6`d^jQKMvtMw2^YHYcC3-P$3A?~s5lpd%}+M}}NqJ|XVjMyxxb(7)2D zpZU)T$!GDp*LUsnLJ{=imGgA~yo#NlY%95kQDS@^de54*yY#Z-vP!6Bm3sPNWD<^-2t0`D;(u)EG(-Lg}QScC5q{q&pKit0PV%;pl zT*MS3*(}R>e#Zu)K`Qjxk#nLRGkdlg_DiqH&rj_z%_N7gx2?EMzOtn<7TQW)tbAnd;v5@bX7-FyX5QrbWPCl+fYsZ~}Oi%WlMf6I|Y=T6cIvW3T5VBXIMaOJDZYtpfY%Lgc3q4Oh zAFq8ON%h(aD|@RZB>kEZ$~YF_YjP?@WUJCKL)DVo6j10yO3}V8#&P{RT4;PvG+69+ zOB@qI3g4?cdTnK%D|yGzowbB>*M(BB;csp<832;bfAFV=BrZEX$Tta7M6cLe&pXkS zilK_cnM5)I8ayNw3}iCRKrw`jz4y<=x=jwZ<`H4eg!jH4A+1o)M`ClUVY(-?u0fKD zb=lGG8BH3xOGVu+b^?i(d=ju|VG)q0u+DC~Mfzw6J)6S?W2VzXa%uUGn(7ok@ttu4 z{My^^!F2KN7u7O3x;?nl$CirhFwO?jwLTdMBqDfsLITIzC5SEd*k2=pQmeXJWce18tG?nUG?4jTAIg6U*BFt*t_Pq2>nZZwuW+3q!53s)duodvm}#bswwlW>mB zeT{~kQoo8k%=J9+0F8^UgxvWqjrWaCpMUJ1!pApU8zM8L0%6!pX}3g^UHvIG$_=zr zyl`D7{y32fx$dY)zVmqfhMhsnBrAiTQ-qW9Xl(HSRQjqqI^j@`7cS2z;|MEHglAcg z-^C-m5`xxg&?Az*ncX8Gg|{m(wHbQmy+6)2Zcu7QG*W374Sk6yriSI* zx|zXpl>U6!y5--(JUVt$^(zjIFTM@N8^dz6)ab>+$EA0w!E_5T|Al7lvzIbpr^Rq; zsu*NE=uuaU5QS1Gw+Xr67@#218U)xC%ndQ%V(3}fMbhi;WWKs{3a5W0qOk)#>FZ5{ z`ZdS0(b7xjv_hnp1?gp1BTF}iX3)Umq~l;ye(K(U{z)2k!3`Auhf6)RJLnS_zymSL z$(QeJe`uH>auEu=MsTQ#zIa{B@Y{=vJr?{_yvCTe^`|b-U=BX1rHfp}z|CpHp^0AA zVI#bfd~sr}ddkKe>)Jydot6HT19GUaL9vaJil!Hr@t|Y=r(o9+6F4$`n#G7qCGNp* zTQ!XhR(1_WkNL{q*w&j9+~Q@P&VcEAe*bIdp!;HQv^Q%$E!R$5GJRT3178q-18X47 z^u$>txoiNjh=6xIbo{fh%I$y(nH-OeRg&FWROVDIzny-@MtI{!qqDi+N*Aj39$Noq zX55J`zM_J8u}SNw8)G`9AY_PCHwHS~{qVKLuKpVai5O$#R>%CaxK6W0ClO1hBtx6M zm6a7HTy#iyYfzN%e{+i_vhRY2Z(f@#*0sr=o~d1{qZhfkxoNcmf4{poS+m8xKq7kY zbe`h5)(CTF>!@-qv06idx8djZyu6JAXrY;2w5?3c%o*SQc3QHa)$S|XQT;jn@#B>i zh9bQc12r}OlM^qbxpiB~uVlm(yH|1Q&j4pOb`vvU)uG3mC>sB_P2K*2HcdsDZ9@k) zsq@e2n=~I&ZT?hgP?4Or8^Imx&%Av0Nz)iq*pEQe+t4pk%oz?+8YAe&7RNr9{#uga z+Zyce7xqdO|L~DDRqD>xu19TCxA0^2=@-AbM8SwkT4%qtgtOY^565`+P+wAog5}}A zMViND3-tl-7f)>DjEvGpg96i^ZBEj3#dT2GfVxpDL2K6%@kW{CXXC4lyc>pxw~Uhgod<69J!xA_-5o@(1TiISEo0 zY9(U1XVeS~NCF#y$uRo!))7)iq^qLGIG+Qqd;rx-xVY!u6!OoblV`zfsb1tL`-2T5 zICiiB_N0Rb!%?60J=2O#vb0jf-Kr&?c*UGgpRCkJiLcU4lSdmaPPx+q94iAQ-VZa! zyNesU+Abx;-Uxf8%AN^q8iRqB1_%ifG>%GB%i(2YBm4I4oP^+#M6hqf{l<{d$>#g! zuG4Er`HR{*>`L1V`j|

PBr_Y&`a9WZHk|^TaAHM7;Cod4?GQk%tR2#wXQJ2rBF* zq3cF8)Rpz8M3v(%mydQ=fXMlMVr`%lm9(@$DgOoYr6c-Fa@u#Xu@G6>Wz-tZJu5xf z62dChomp0P0rU}0Ewa~xT2f_3QCEMBO2tH;L1V*f(n9#Fzh9aZlZP-6j;VXmsQ}C% z_Y0U)*~23_gsv>~6CT-(;pRuO&Y_Q1;EosaI^ZFvpr}1E3`vNx50mF{g31-7mMk0` z__VE9dLfeJ1CQ-?!3_ioogTFFW?M~_006RQ0U;zaE1>$s_j*u*Z;nPU#5eyM82D<+$0Q;$va;VetmU_d zcLca8$bD$L7Pp+m#+=!Y384OjnjEEX$1+3%pAAH4`sc)|UorkUtyS$XlyZBKSU%sg z?NoRKkIJ83gbMoS_l*gspGu)oQ7vHYwiNTCf?vBjjOjl$${uZcT2t!dr8al>6nR)S zMP7%`kf|BWtee~4UT@qME7QKgPea6|Tg4b}0(bqS&oPnfm_0$e?_}7w)0Wvq3g4;0 zZu8mWb#5r}yBW(SgUI&Lx+AcCY;k^F^K+XBwQBF!s4T1xUannF(~|V-&CHfHnDkQy z&C2?qE@IaQ(=m3sbKazwg5I7`Ka3Zw+{B)g4!b>Q{Z3Yh-D(S+( zS@>XZwx%{_MPv?(hja=l` ztA_0cV&S9f9=pr)MG-RTQVU(l4zS_P9u!^u3ullzyoXEO(>Y4DfBFX0aWQQdHePvo zmR`&`ozIuwBf`c2hG%GYiU&U2-`|jwKclahPAdaM(99unXf!FB`RM3qobK(r_wQq% z*e`O5xE4rTE>XC-tm#H1+f%K$t~csQ=F65JaeBlnPmeGYvk>@~?~ZS5vhbqTZcp;l z+tK=uxWpF&n?e1O@(c*vLe)QlG*pfcT0jD@ibk zi|dU93hEZuza+Rs0b5AuCmOs`tdp=1J zcRm#uC*;oTBkF_6K;Qm+xmmN>PU!j8mSS^@t*qLumuffCWDjpo#hixID9Diu2>k16kDl0kQhyo6q;LQqA+!K(RM_YVnR z2}j&v;ipk*m?gu7eFZO&YV~OlCj^#R8z@-n{m=dJy4TLaLdwglX7pKqe?Qapv4@We zTX6;9p$H9v1<8AxY+bTt5wYjXMN&={{4_hTzg89m@M{}CH#d{(aVzl6w@{_u_??noyhd?&bnL z))Vnf8%3cLiHO)w8z(u^Rfiug`8CU-DtK68Yo_ja ztqFm-z)@qW5?ms?xBIO9{s9beK=23$4iOQNbQsRnDo_VjV$i?Yc>X^Jb%c+Z87oXf z7E2uD~wpN#&mxcBVRe+`4&M8{QcV8D5{A$;AKUYf1sc#QH@z^gip17>C zr*w=5#w@t9{L$rdId{9f9LeeOM}7L;-nn#PfXN~jYSJ3LZa8RW@zI6%6|LV0u2!Az zZBp@_nTc&QU?3lZ-fKfT(M>U)4-3%ZX1J&WKrsOsp_eQzEr&pV0Z&xadZLEFDJ_PTOhfZTZ+7z8X1V?WcctXzSaNlrC7g|m00w&p92}2yDg@N z(7tnr6{D)I9smsRTb}~biHFTa#uN$rr?ug<5prFlRaaL}vd!-&cd82f3(Hyye6hwj z>w#0;EhUy8@WaAM4FhX&bAd$g8iGCk!|W!gqjpk&b#oayop%vj)X3S@3fFG2)gaf{ zvyK}G4+8G?D3}fqK&8`~qn2q6PxUU#`9gPUD~zt*AG2I!anM^>tIE=ohtM)Q*9mvF zi8FhGk&4sH#Ppg|3*O%L0;jat4>XN>+|yQ`q}e>c8qxaG$b<5hNPWIvuO*f4Mnt#V zJw4-je)~&eA%@5tiZBqcPeb5GA=uSF&`mLnWb$+>iNTpT4uU~psE-Koy&!%SA-e47 z7z!lzLI?x|61AC8`gtp(q*lKJbO9A3ljW9sO6=Au9MU(ga2p5Ub#KFD4QZRa?X;Qr z&n}E$v!_pBCz$R4mKqBA#>Pl&1iV3@fsvrtuU~J14G|6lbz_+OAzs%|i+O2Js|K1H z5DQYwB9{cx05Q#UtRBINrHRC5jcGG8a8=ouKig`~dwuJ8Ph+6}>8)Q+%RAZ60e4e_ zQUjU!igm+wzyI48f~|nwTgt!OU6RMYr6Pj*j-0Mvtpy-@g&BrH0gMo3g3BUL)AKQg zI#XUUjMv0RdVT)-WgvPDwZZMs+#F68&g-q9?NYPOINMK zK2M3fD|eQMNr3KW%NXH1qnH1{U?Wt%(0YRK25hU40b$kdfDQ;5-H{w{=&JfSQRc#E zC`gopbQUAHE8>J4m_Y$4mVidejwvnW?*7>+_3yCbUPrpZ9Z8r7BR4B(9fJUXx{&I< zM~#{aVekR|=Lre`;?Iue$giw4(pq&@`p&N$I2Ta4O*DWX$FinAdEBNty1uejU|Yw3 zIH1%0m~GLqLLxZ==?2m>GGu7JMSe6~G07Ez2t}isA!iF*a>$Sf#7a2=o{Ad|r@lf}G(< z@OjiMQ0szM3ce7-Z)@F$Wph7M_)_Pu=1{r?8S^u#blfMWwC+qehm0d|74gpTgn7?WMm=e*hAjg2~y8gc^u?84s z&^TkCtQefX9vB_v#$x<^{;cixm|G^Q{77TWUKTw|c^o??zUd*3^31Pw9Y)#%f;MxK zbUUT15lO`6+>59kte#7mlAxoBr;aW26Hp6eQrpbY#CKcIRM{N#540E+Ac_{-3M~`; z3Vt;2<55VzL+>_)hV*Bkr-7pRCUU4I&ZA7RQ3}|wMa`2WylG%W30DhGVrQS{YnZu1 zVGuAY1hk|J~$PbWlOUtpxW`GU~y1{)RG zPs_kXNQ|f>Q+$pr;e^2kHgcuA{c3`OQ6A%U^?1K4R|Y$lfM5! zg#Dle{ClXLtM$kBlwa?ut0mhK=$^8-yr%f@Uh!t&{>Drx_tcO0n@E`mXQTrV&mh3C z$xIk!1oq9yFbS4vFI-C}u&Pu)^~XtgivUpvku@OA3gUDLdmiy-ssR%h=nKGuP2C)Y zvJ~_~0z(1o87g^#`a=&ACEw$Di+T0RDblH(`*naCisr&s}pV zXxkCTAnVCGSmsiNg9e==sgdwu8cg}7lU*koA-vo6=2u(0GPt6m;c_;FcfmswiF6V4 zo~yjbwMI&#D75#7VQ6bFk*dI?XZ{|qh?eHer=X~+%vB+jpPFX+>oETS9O6o}t=Hgl zLMB8O;~%`|-E-ZF|AntG1U!ik6*X35G6@P^f_kH#pTO|$B7euF_X4icnFOnX zMmPu%Nw-4x@nHSg^ALIuT-eq!02gk4yJV0CXc}B(S-;4To(nmFp#l_W{UeH-CyE7W zK7wEnObU;psE8EC2Y+)?tcQ3CO{k*a;la;Mhhi?@7@OrA<$vKimB>1Ijr~ruo9!JP z0DsaJe6D{skB_V;ul;dX#0C<%HAihKjbIiBBzEiS7nFX2r&n&YHCF{JlcwruYrlZW zYMf#g<)^@&zFBG9_r!hJusmdCLQeU8o=K{*GFXU38gRun8S)%>`MR%|IuGo(@%aS@ zWB=21AmUO4jQ*dF;65Iz@XK2D9bq&Cql5)D4RaoKW2u#VRQYD_BJZJx*iP4d3&-w2 zD)^A>1^M4zzcPWG3E!UdCd{N^U)mCqxt_RADtk2eLOn&J#j?M^@P55JJPh49THG~UEk0OJtWGQz*(tA(UB zP`D3*8?~V1bQ$O~PIf~Ga zg@uLkFxv+DgNjle8+0I++{aLLih&a#6gtopLy4@8-f%;w0#$Tk_UZ`=Mu07Gye1pq z9{n#)oz|)42bJ=mzUK`%kg#F&^djm`G%riB_i;TS6oY}a!URuLXj>&ih`*hzv}EXE zgum{T%#8g^*|vKtM^+HUN=0~2SEQck!+E>>XAuUR*Z#6L&5uzeH&((~6rRe>(0lEu zaeC|vOm`HL7`B8D&g$+8zrX!Kx~1Lv$2n}xi5wP`-zYJ}C;r&qabCyU{Ml!ndM<_r zB<0#Sl=drCP>UASD3q>a=PfXR?JlI%_{A!xwk(_C=e2U{5H8+3nY~5<5)TjfD*f(#cwN#D zc8`Ty_M~)Bvewno|Pecd& z)CMv#0cG!c6JT>?Kw$?v4@e@Grf$G9dI2CKfSF}sd@`3*O4ce(DNKm^jesE{-GdbVbzigF4xT=J`d<8H{xDFYQEBiv zh~>*6kgo^=y;WAmn5W%wjye4ksI0!KA^ZoJaP&atV`10Dr~fW92U^G;=ejyeP(dvJ zdq_e$^=9N5-=Wkjrgs6*c3kibsj}4QbZsaWZDUd8+C<=Phdg5WXnME#w-2pT3yvORTe~WiGy>)eE?Dhu>NJ+z>qltvN~y%lZ1K~4*<%=3pPSb=R>-0 z#w!~6GEG^?$O*+!`7IZ<=;O3HzyjHMI`~}m7a7+kZZL7m0^+BMz--LS%yWte-Dy7? z(h!aJPHQiwv6)Sd=A(f8{NecTz)HIhqJNlRE{q2!hS6X2R83Pe=-&|?EJ6?nz`GnO zv!p;qx=@eLAjZtylIIa%H*NAe@9`s$hCZsdxePOQtkWOyZa^92U6>AWSh-PYI1iJH z*;baK<&<=(L&m8g-tW1edegJ$>7M#IU>SR7vp$@;uEfR6;+g5W>oB(Wm?r8fwF759 zO{@A&6{$P*?IUfc@KszY{~aedIs8gS?S^{Su%@W7sXvKi*qDkuBj@YklAv4aU8+hy zC0eAK>|Hr1mxGS<_U-2n>oMMJ`2Po*@{_;g+mj}J@H^3N17)~L4Ga5$UynQ zXhFzp0+u9Db(a$pDoDS61EwA&v`d;Hp}U$JzvE1N6TJd%mNMYRsMtT*JGI%ugGE`% zI!U(X^s)=JQUaA;3vhbU2UpZ|bO?Zy3d<8_WORiIYlhYefzgUG8!DR zNT(<}Ot(cI4Di!`_&~^|i!$WI;k)SfBd8;5 zyGqxG9;e;)Zug48fk8y*Qs@uGG|nSWuSZ9WBX>S9vv6IsVbOTyu{$7;d&A@Eu1p43 z@5+As-**0mrx@Q6awQ`)52T9%{6iGRDSyk>>S`KD=lupo95mwDpdo=d1R{OzzD}1L z6ay{2+&_=693BPP7Hg`Z9prr7h8bn!t6?^)A>KquTw!t*fiBCI4SqULxdi@O)QXa>%=LI7c<~V4N)0hu&&% zt+`CrbMt%HBi+z7zu7H0+LyPdUuyZs;F%>U6f{o!(JQW;%l+=N;FlP#n!)|GuB2tX zvFv*{50g25-%o#ZGXkx7t~;YS73$`GyEj-wFrI!MS*iMmEu+23PR)Qq#9P2=$vC(Y z?9Ye`y%j=Ja~O9Xyv0!u{>pieiqU~VqVOoe`#A6TFEMIC#4V*22ud&G;uiTj%yL#X zE&x2DjYygRZ5b6XRMBvL#5Q{~u~SK)bxxeovjwMpZd7v6kf*^~An?hsS$CerJ##Gg zg1=}qjG*%~%84x{8L9gSp`tp+}>{&!77pHB&BHk(h92%Bkhyd1>O2 zx;H*M-V>i1Q{8Mkoxre7nb#aFIXiFKVTvKUOkgcpNo2R?L(x`kdgb;NCWY85r%F+G z?>v*^yTJFH&Ca(JKIDfFAMW0}mqA^r^DiXV_!L8;vsz`S(vAV)e<9TjAgc&Z8gPk) zB4}qN!be85#g11?k?&4lI@BcDS(25Nbrm2{X=lUit0bD;A_V+w3m%5GhGLmX1#u{2yPhn#kg5qmb?;0FE}>6)VI+xQQAJkFKh|2kP?Z~&D9Vua z=ZhM3YG7X|?S=MHrpY&f80Er3T9nZl+YR&gACAf=%1V9d^eea!%3gjF$&Tjqq@lH* zxq6G{eHOazr0=v`$guLK)5GR&-jAbKPz?hC`EHK;iFbdoGOHzqV%ngSJI|cT=`lYu zb|n4yqRibFp@)Ji#dFh&Cog>erTJ)G-dNi6NLK{AMyNn-qHaJ=A(W;uXWSedUy+6o zS|+K?-l;Cpb)?v~;YtAZTM(3{R3P@f1D7(Q-UXfiz@O*Y`h_7dp%4Y+H(x1)5jUr> z&^7K!>D48BEO^$6A)f@Mxaj}^X3KgVXYx$B;c&onPsFSCU9#e=Yvpdrb-D@TLJU87 zo%P`r_^JDrwrF-RmJ;*vrEVFR!vOXDOysOz2J_U8<)+JTLe&RX)k_lHDpV3TWe?ay-y=0Z ze;ACB{czYB|BY^~LGUpf+bkC9<436n|BtWtj>o!x|Nl=TqpY&!l#*2{*-m6ewy4ZR zMuhAcSy>g4y|>8BCNnF^-n&Tl%Fg;7FJ0I5d4K=;y>Gp5S67!f&)4~SJ)g((I3ADt zqs3q-d@Wrq;5>^(oy9{-9Mpl;Z+zjhEx|9FTy|_L9%=rUvm_be5+7w9hERn39DXii z8sfBZUW`x~k;H=9VqN+IO4sSfDX>RB{3Ckll0;>vH9gYWLdgGcgOo$}0VIPAASpw7 zqaH(7L7Ym1BnCX+UaE%{Hzy=Zz>WJYmcMhxYy;6vHlIJ)J_!2tFVY0;ELj@|jayVd z$#1woxF|gA(iu-;X_e71j%e+J53nbuUOV9;)KXAv?N3RGIg~ot2KVBlfGY}};?j7? zIK^pd5;MGmHC5bGWBuksXQ9|uzu>|7*?N}yN)#?A5lBf=CN{)p-PBQ9t%)O>NXvE zj$_YIbtKsj@d+M{9i4i%Y?JMDJVzb1F-_lSHg)!WfMgXPgY`nTJFhj(q^U55*$x}k zN4uzEktrR=LUN_z!``Y0Qcr7L)7Rf*VqyXT`qJ7*q$GgHxCvT+X}L$bZd>;iAZ}AW zf&*Eh5SP&0mJ8xr2UiyW?_1z*j3Vz-Qm{eoi!?34YvTio z-1E?=g#R3Rj|IAUP>LY>?%??N@j3g}5q}^&fff=)cH;|7ks$`5oq{C72sG&6b6_Os zY0A*K?)M-Y^agx0MqIQszNU6}m9G;BA|{A;3Pi(^(bEuZoW?NFLhBncK+Vs?bB8(> zj?GZK2zPqVI{VEm^M+hj9iVRC)*3gR5+IRIy*nZ_67oPj=F4qvlppmJ)4X z$N%|qxAE55x*Fm$UV0mDw`j!6FxgR z-6v?#=ZXW?@J`JX2YPqGzbh^6tN7mIeIo1rbV8|!Wo?_tVGv{aAGhBcp^QL<#9L`3 zOe#>RYMs$baFP2UG@6Hw0)Cu?$tabMxMx~`b|LPYdelWG9C*s%zXeD5x{$vv3VlX@yw$k#iKnFedklaqCd%a+(E zdJYkPUi<+@rSpC?_CzV+-Trr57$2Zto7nS=G?hq(UHK|%eY&O8aqH7OY{_6N54qKL z?V*}Lb8BJ@d;qs^pMrsqc}=HwVTKimKzXsKlug`;e<~}&rww0Cc+C3;8HgY`j1WVUV$(^M{(TN#s(a9KSNl8rjg+x_#+tk`3HZw zZQctVHur^^7~JKEJqw0FT31#BGN3!b&H!QsXo7y}?36JwN|%WN@-~Ei==0E}I|U0Y zPgIXG0WXF~OjDB~84jJZeq#w(XAdK<0jq1Hs=|3G;p zX#RYKC%WAjWN1LyN~x@@ygO?9J}Wcx&MTRxPp?3KW-=50PFQU0ReLdj?w2L9K0o-{R0KJ|Gft+p~;}I%>>6XFlW;T@3B$L zO;ihg$j(M)pzq)b(r-Xz z!j=j|;>(vWLx$lr(9D9rI)X|LL>L0lMI^%W-mGz49-;JN{0=Wn6(1i3mIi$21m?1c zE#aDjbrbo);75uTum_|U1V;q&Fhkh^LnwHK5#L-ung~Wi6%`c^h&#%v5>mXZbQxG1 zo2UlPz?z*UUTb>%gxT&~ZGIRkAg@4GGxx!3aL%NFN)V2lJ?n7KgDve0JSQ;74-R^t zmWE7Iz;+(i{v5fi@Z!OqN<(QlM<)i31H_gIMyw&%XD-`I0p;Za^N#+U;JO1-HoNl$ z{oS=6;Q9f_)?39mgz^6B)oGZ$6zs)3HM0)UZ#?@PrFr}IyNo~KSCg-^dwxj6ou~Kv za#dZ$evOfW`g&b(lt0dBscejbW%a48{zYuBI?iA)Hy5h0Qq*jod;HiV_8A>X?~U5; zCi)kN+|6(d6o?E@pF)1n#%$aAY$B_QZl2U_pK~Q8n9TlRHZ~O?GmzZBfBIe+``w4R zQuo8Lg-P#8Rsj<6d;UDiRy65@%@Dg)%R-I+Pu#}Fs5-ldiy6Y4^oq03JR2eL0B?_SIM%6GNeo5XfedGC{K%Z|#+%GQIr$NYt@ z`+>tJG~78NYbsx3#>K6co7k;4_K;PIyr;<#^1t^9Rs595szWJw7*C z>z+D|m_EQlKwxu2N6{>2xNO&x0kDvAs42R8vY_y)R8U=1He(x=l}UcY`F z0uyieED=~spswHM#L{H#qmf%(CSe)t?@W^?w(rmeN<(o3eFW3S{#XWfG5T<> zXaznswd#4JX@Q&05wQQzZj}ryD3Q}*u?93%EgQj!x@S{8P#Py)b>6-+`Te?8S}XYf zptmzOT=bsDX6ZUZP!Rbwc=F`Zd#0T=T3?&2C zD}yPg^|A{lMR^1lU=25fX%G460{OIZo-7T$eL=3+A-xI1y-kIm>wfmaa* zy4bf;ZV-6c>GMFmYt{ybxwI!PR=EpsOY5#ZJpF6a6n59RQz{w+zZQs?^}mo=xgY3v zhlMk@Q;>zpC0S^5&d-x^an4kIQQQoVR== zjZVeql$-X(C%`%L(U(jNZHcmyQiSvl zp&>=b3qB7K06x9zc0AQ$9hh;BJmxgeQ9YS7dY^u2yzdosec02r z^zn!@n7ur2fc{gDArGAeQDsr(CyWxEtCZBsO|6cFl{qK1DSh`i1=1ZBs4;V=!O~Uz z%5RHW!gfj=BOF6c+M|gz)ZBpVWm0b*vNggbd%s>VC{?qxJpJR2Uv{PT1xE@})rk=k zL7}(y!b_sF9Xy&B22FTi(H8@mY2Q;`m^B8H$SikvTRVQjEq5Wk^IjV^G^j_R-`=}h z(PM}vRj)V|X9{<7W>%JGy`G2C`_PEg;6Vyp@ekQWl}_iOAcaOAR4%%12|DPV%?(`t z8&rnYD3&g=VF}2>N8?2YkT}gVK z|B@vS`)j7$7duM5;_#szHU71I&s`^~7ALIkR|0)8*>!~UPM$L9HRrP*A`ba8` z>s-i(J5p>+<}3Tz%OSLww2gi`%TZl{7YSP4EJeda3A5-@ESVY4uED;r>D-6pEdla> z=)-p+S)L4X2PVwk%|eC3WaH(_mnfQUg*qyL9KeapWtWhm~`;+E48N1V`zD_XED0C9G&JZ?8La0G?NA8^E04LGf z{_6K{#^%R|jzn!8z6VpctmRHgbd$dgZi1ibFv4z=l zc|{)%ZgRrt=sR~H`_B52n>cD=(etW$-Qhj%G>{X{_9;W^;bQWssfj|F=||YT5eou*)5rluOYn==t9`3vq6OVZntMT_Gw;M z>cgd`4v%a!_RrOVO?{eow{THO{EOD*O9hIw@v8U{)?+vCz#uGH`VO6&GBN@~Y{y_| z0VzKn(&T{Z_9mDN0QrwX<<%a!Ab}Z<=s32Ft8SQ*MGNb#$w(j;Gzu^RS=j(XXY)1eZI!dq6sPRwQUw;c1m_-h;fA`mKKrQlSIF6snyeIbb>2#3iOI%Kl zGw~!{^Nm+rUUd_MMSfbPf#8-neU-adVUgUNbS2-flw{^8h|jRE>$F&OjG^nylpZTp_$m86AN)>)tSnqtA)A-7&chDP~l%(#Pgannb%h9@0j3r_q=0heVBA z@=5ExbegD?ciQ#yOIDjBOMc^_lst?*8u)H-vTSkY@tx&o)DXDJ0?@*;;mz0{ETn+yUV?TFW4K+2pppAR=~wFF=5P@ti-9and~>{ zFm!sQfY;dQ-z>_4=l_a|jMB`5F9Xl|?$gWCGM8BJ^q8)v-YGrx<^z>iAzoD#p0OtJ zn@sWe3cND=3SwC8P$>EBTbsh(6o-Jxg3!JiGtWvD~f7s%6)h zrc`f+riJqlaLCGTD`?lU`nS6WLLNO+1P{(L-s&5tJEXGM^bUZ5I|x8v{;rqn zP2*;nLGG9G*AGNSE>-HcSw`|idNPq^vNC9esH#?>#vVN$?dBfsx{rC+=z3W*X=`y8 z!*Dso%-GntF7Q^1wJKK)^cwkPaVi^+@U+cA(NY4h%Y* z^tuNg2%PjhJe!BtR8yvd(TQF|8noYD*|=(NvTy337ZmI>c?VKD*e3G1`}JMlub1a{ zx}h4QvAsoU-e?(ITTt8zTv-27Cxf&hP^hrJ2*#Oyiud+4?*~ORxb=xqNgWz~{^@5) z+OlSzj&(1SWaWU_@hI^}*B4$@KaakfjDtx}RF%j2+uj9RABJqHd<_fy`jk>j>Oi5JH`1~&#Z-YkBDVp=MO{E1^q4PL zjU;~AiqFxz9j`dOQ`U;l*xxzK^8zNTVhS%L7eMps0U!rJrq=Ma?zy5#_Z2>Q`s!9; z{On#L^M%w&ti%)*)XwY84Q$p*|=LRqOJW)VF?5`>fBMn%%Q zFC&dT-Hdg7m_IXg-qK$w$`0=`GZrDCZu>bs8pbPfRYt}x2Rx_Z#WlkP zOu+|CTC+?j@kLl)>Ynpg`(dX0J8;zE`#e?5a+;D#z0>Gu1aNv%d+t8@AX%No;8LXP zqF^~N`t43v?AGq$*dwLMLBe>}A(}&>+A4D6iFLfR3{o=7j zLS3eO?%ud#q;CEQi`>#nI?q!&*;6YoVujU&oRh~b^WL^jzu*^*=zG%4>ZjZ?AiW8P z?V@;QnP*q_-7~B@FbD(f30X3RgN*xE>phz%Jh$PKir}ij`}&hS4%i@3|4z3VjT5IE zuaU|szes{%1bAffDt^Tz4S4q8hRLlM)cbo|T12rP3z>-us zvJvF@Rc<{uGmpw@ukfr(^|`IBsVDdIsV&v{pZ!Krd8{n7dnrg`PF*6Su%wXRUXO-OpaSsMqMwN@eK8ItIKvvrS)3d{h1v4N8{_1@G$U| z;i=)kKj#KAV(&#v3+jYAE2eV&%m^86UIj@SjbN%|Nx$#Y*yBjcM?qJK)#)Ra6GtvQ z&(PlHuQhJxWy|C!U{8IQm2}snt6I_Vz&W3J=d;N9)q0E!JCc=!J2<0fVks2yYvVpIx)Ir?&q;&*_%~tWQm9h_$N4ZP6}EN> z7IGPwNSeSvrC3Dz*Fa?0P*C6E79a*qM=x59g&0LIDU8nV5#Kzoy7NZV&(EULDRBx}{kNsrhr8g}1F(pOtYoijb zZ@2h+^7h)Hizq26HZoel`jsfBT1DKt2-Ks5i!Fv4<4=kd1;f9d!`qKGuHd#kZ;uzO zeLjBK+~2hNeX{DK06be9It5}APJS`VfzcRjEApxd}2EkT}Zt<^x~ON7#DM&4evcJ zN}3??zIwJsv+0i;p7E-~w`;F`{!!TQSg_*s)8YPFb)gGXk3MN!`82acrIS-(!v1_~ z?C0@{MWuWZHN2uJ%iuRhN-ATLfi-UlWWd>_f=2c02UfRQo^J03TMUR{5T9j*&ViS3czcCMA0=pg`PN(p6`E?sXtHs>9N_%8#`f7#y z=G`jh%Nj?`O?#JzlR!A~k@ON@sq^evTUbA_6 zy(J7$rQA;IBd$fSUMx{ct)s+{64lE5-hlY)9Rj>EV_)kVqZ>O=*-BXZ><5-dhl*kR zVWVLeca}E@iR3T%@>TNn2%c9U?s3}>BE*3S4?Gj?IX+yHv{#73`HYU)4sdFzk5*J( zYvq;R{FCjF_qmL<#{R?jL5`-52=@00#hu6FXFncZHIj=Z!79-S9E+~-S9w)Ir+c_~ z-<*Buv6^)2m8RL&`x?SFH=#H~c}#X3`7%WYi7~6mz75@gzem(bLlP(vSAF+^y6;oT zlJ@Des<`w4t}yUIuyC~brk_~HK%0Pg>wEu{P@q?mFdRdRsPBcu0x1<30xw3MVIp6z ztj#7KN1KFSeYJvZB+x&Hz-#FEYP$-@fr?QnkxHfsIv#U;?hYUgi%IK(G?zGLJyA8W z_c*r>y0)Vj{jZngD7Z4z>!BE2yGqrPauni(Ecr$wc%waL+TsUi|15eYz9>96?sUi2 z%C+!ARV2n-`9-%z=H8g7&w+>GEpeW`By>?D)?EgToggf|5-Lk)Tx3M+ed8{ho&g{M zZt9e_P^epm@U__HuCUG>1u3ADUYF9VWuukxocEi{MDivhK9wcakD|C$L&UbygDY7Rc3cS&L}JjOgcYvfGid3AMo$T$P%kiBbjW^O;^V;ft9aX^=VhW1d8odCGezTd%b ztz69{7Wk|V>z%lr9S>Nb)uDxjuF+~!D&@3~Na_qHd6a7eIkzCLfWJ&azUiEj3Lhv4 z3}I^EMMvs>i2xgn$S4%#pgasVBaZ=ZMeMRGyKWt)y4r}$D8t~qhvS5)j&446B(8?L z(l=vkspB4IYnJ+S`G|c=$`nteczB1SnC81<$WYea0nPDv9hUGV?|iEKrVhVk^RK%HN_+U4 zis{7RVbDy>cX2&pF%v(n$93rsQ(BBf6E`awNU(m_sv7T!#P+*W9Yq}S$8t$`5a6&L zF-y~+{$y-6rR9aDwY-Vz&Zv5zZ#sMWf#)5gw9P2qs=Cp>lHmXM;PLA8fvvrSIEM8JRJ|G;N)geXgvaK?G+ja2Wj8e@gt~h*h;BFf zQY0%ks}w6rKH&Ux`!Kv9C?|ZUZ)yMY&(NHG@L-+M5{ zDls0jO-{S-x$AE}EwNzr*iy`W<~rGZ)AE92-;E|tA_}fk6kIKYR6Qv@!BpYDLNd&_ z^6Pn{6P7o*(pxAL=5IEo78d>K{0!%`%ifmmZLeB?&k0{U`*br_ma%N0kOeWOf`Q>L zks-T3aQog)qYmEVML|bnQ8MjL=f~S_pi4d6!=WTS?KAa+;`DbGezpA8osT*sAgEdq z5PLQ=6S4pB6W&rakxl38G3*yn3ei17yjQ{>57gdG^*BE4v~lgew0@)YG!6BW zio__k6`iirA#Lc{cbliCI?jxOeAbF4&<0BBAR&U7?WiqW%EE91=ZaN(LCLJmhwnX$ zT9z%Z+~3$R{i;E0Cx^Ck7}Y4nLzc1n8syC0d(J+X9dqp=KAa%GXOXD)7Q5y)(B^$J zV%&*zG~ULksI9tMv}zWrtlP=p-og}2;DuWGunrs6#YdBRWFH8l*gVBqLIWD&&=`My z$1gLFu_e6gOSwJlNHkb){uD@3zA$RT5-Q-GRD4fC$)x?m{SLo(_@sCaO9cm_F2!@_ zWMx2FD0DuGvtG3{N8uYuX7|f}1?)%A14>fyw|sjel1IR6ny!f3>5wwx*WWzynb` zwzaLn2;19I{u{k${Ym!V1d=#W%V=3Wx5aK8jnZ$b4h?u8uXlHgDZE*p%toh$MfeOa zeNw`4d>g8H#>H*A^_u7RtwB#gTkPXXMbF)?4K#VD3_4-YI&su6~tS)CQIjecW| zh8&)7^hR@>1i1EK;tJANn2nPx&MZ2qNRXcJ;5=azN!R<}PTh1T=T!4%NQjuU^mL1^ zOY4TM+rGuL5|)kG;Av8a9|yQ<1aR6zkUD=-=OJ0CO{{gN-@P- zo^O6GZv8QKyA{LD&+cGKM# z`^+X_0*(`!-Q^W>#0x?f9f%qdSnU>+cTLn7FbbV_nkJSXR*Y?|STfYFIm{)jJ=I~- zZNbI3F~l3HNGa?x^~3;Hd}aTGDw1ut8Z>U`hS{#w>9QYdbXv% zXgvOwKDup69fSgtE=cL~?GB^wC|Gmf;(CeoB48XfwlJzQZI}*K$Nl95IGz)BFKIjC z1@CWjpTZ-hQpC(tFqZlHHfQZPF56772gjM4ZLU^R?`|l!9m_Er-n~ncc26QAL_c;A z3~PeQt2afY<;f=HO7; za5*?P`WHt_Qn9Pa0SlInK&EtL1mKH@8coQ3twJa+OO|gZAX4~fbSFDpU!^3qZ zxF9>_LE-Les+$dtIGol1Z@T;$0_f(%@@pF_N=Xe(Jo+^7F7|t@W#bG<+8ejw&CTF8 z1G1Hue|Avqm6K9qM&p+AEWZD3yq|n)1~*8E^v)5+S9463_lXJT?otRXcA4*J{nx4vB(Q;mi-`gow6R%firt=XR$_ zTk;|FPjiZZf0Bbm)y}t`aU}=^aY(P7$>{9~q@=OiB3~1dVCl^&C6y03Yo@>Jz!2Ot z88}4!FiG=?p$V}Xfb+=phm|iuQSw&0LgFtnchf}#K@i8q(c3WX4U~@zq6yx#;_JL! z!vFjeCr@U(ns*NbUsYA~Amiw9^bnmApUBsPXSgRXFPyl)`<3434PiNXc}Ss=dLmRT zVRE3&&J`^{DT)~>CDw?H=55>9uoz>zE}of7X-nJJr?E2XeoT7ddW`!b*H4(5-`w*s z89Q@2u6E@WWyHQ^E%CulZAV)~I95Qw)ZuI*^&-`$ z2|lJK`y7`d7oYb}d*cfUsq(15ELgY^z%2|pS)UH|{0d1dVMhthorZu>R@#e}1YxbL z0^E^c>&2BZ219A$_b*F0Yc7``k>OHMP~73Jl(@)H<7=b|SroXR=q{cCl22#nPI*J* zIbE<|x%S{aHn`S2gg!&%^kQQ05q`ppkseyTaX}Srvsi@!1DTKH^))!29QFkh+N2Xb; zU~3iY-$o6bTM)i+ZYsMyK`}zTk%#&ChAZM`7+JDKR4O>ezX=D7AGzCW8QMB_6F3N; z(1t?3d_8BGu(nh*)y`0;Af8)FuU$?S#dRt(oBTr2v6)Dq@KyOSy6#G%3PLXne2Kdu z8;$-bPTP#8xqNMW4$Y~mr34YNbbol@ zff$+(-V3Nq60;n8p7hxPb<7)SgV1j`Z$|R+@*=0Nc{?oLJzTDLkHDK!qBZ_gim#m( z3qnIcx&=ZUUq%9;LOrt)zGHl#*VOO`4%6*gsoKkT*(l_$dUL21WXMym|03L&ea-(I zS3K^T-ni%57pBJ~*!vwgHnoc9<%i!8=`|9x%zQH*m3oz)4*dI$MU(0x2^tAlRP*#!6JgKdXDc6#4v#vO@X=Kxdh{J(&`+nYee4lVu}h^`{4P92Vu};&?h3J zffjzm6HHtQmis(dcXes+%3yNZZ$|TV6y_MZjL)yN4A_Da25G#@GmR^XyA2eyp3xaTOshTZ$gs1# zi?Q|x37F9nQ3m^N}qYVB81!<+CAMt&gm9oR17LZbLJcq6Yg=1eD8^;;scY@=A!6@VK+S}7 z8|^EHM9ZL51-m&`XJseS*t$iG`qJ8(Ot^P)6$r6TwwhKu>8Fo5UcM%Q{S*B5Kv)>~ zuM~uJIo5O~8QLmL-*LssV#XwwUz@J9H&M5dd~v4lpX|jIu6ZTH2>?7up%nu^Yi6q> z3c3WHo$s9~wAlY+<;>l1k+F3)|x_Zp6sJobDr?S%(3Y~T#Kdxt#PZvDb_7M3tO zo+oCxDm}<`iXcI~%OWZzalf3iVVuqH9^>k$y;{-xgSf-4eAK0r9G&nu*SqSt-eX$e z0JQcHF(4}8p!E+#v_&O#Qi1;AH{aLL0)s{+oCG0OWM=_em;%9udL_deR&3gfC)|k- z48o$G=a08>K5oSc66mD zMT)5(%HYofLx$DLm|*O%*~xWNk+^^~J=k;(aDM1NMty*9jU1u@@3JOL3TliBos}(y z#hRF3&p2t4fV$mn0;t03gu-9hrYk_B0o#mR&@6F{hC`jTPS^AgWnA$(&`E=*E&xhYejl7uk=bw-?6yMapb-yId+07mo7Dwq z&NxrZ7hAhONq2;B>1Yyn|+QFIs zeALM2p_cKq7yYJx{gbznUrr-1=37CCy`f>8sb6Wu0eAu`*sg#UC=P~CX)0@EHi zO#{E~3c)w6A9qACSN-3D9{9q;l%1s+sb1iqxlll60z0Hp(%%+Pb!`<>(Q4=XpP)5$ zVQk_S>!DJM^S~*kDomyPdwA${)F_9ZiG}<>vjvbcyCgD7KawC zBoIUpF1Koy*1zoyA z^UWdZW3feEgP^tkJ2eloE!O`r_=DQtz##ot5*a;1LL2~5L01L~qi%nbx_0MBjx*`1 zgyLj%)^X|<4eGED5n$jeq7`&&-{(pHrbR{t#oFi^f0+X5ep+8oD9*l`mEpp^3#ms1 z+2Vxf{@avHsNJ}&9kHn3ESuZ^W_bE48a`5_O%V!5Em@iJMkX2zcw8J-Cy0xN>A5ie zf&=q*un}E{TJCeC*)Y@tmzbEwji(*ck!=Z{OwiRlJo(pQJ2!xB#l|k)i_D)AFI`N1 z$pBJd_oF>lSSSjzB?z(qdlhs2-WLdgsytxcoU>jMltK14^QG(TE0)A41LabeqGrU* zHjbS6ErB%}n!BSjZ?&bBuwe33SR;ZsrW-PJfM*4M36hcDo+^I7I8FYIp|F9b&!jR) z!9;ltF4YX^*Ctl5zC01M6xapZLOKq&?NV07=9335%I!6^j)ZH_tGA8x5NmFrhMg4T z*gt@cdGV7y+24u_cB@tVe?9LA#Jj~BF1+~Qj}H1za6}t&>43lJd@K0t*iepIP0L^u5RVq%pk>uaxi5xyLR}(PvLRAqLk*c}# z&(ysUF8DVwAe!O=o4+I|Gcz+7-CE`sB~#c^4a1IlJ%T8ZsW9!QK?q}@<#&#Q8nlA7-KHi3V93D?NyCEGpg=vKGuuzpI>Q0p}mUzM}Dn>2M+G2N-x`E{nN*Z>cFM ze*o{m7m|`BB(M>rk%`+c5U6q5{JaCipki2>Zd9##scSR(AZX4^5&%lDP}reNws{=I zTt#CHSYkg#j8ktBgqJKOlaab3?`Ubr6U5Ljmu?gNbLSNAX6+*i{tV^BAm9oEmGCW` zCjq7$yeZIPUB2FYJ|rs2A3y;}SyDcm@Eks-3D*rp)D*@KunT$sdqE;{5X*^aZ-)5$ zUWDIs{ZZoVUeY53N(0r?$>HHF63zhCuW_Kq)o?j5oWZgMQ@{K-h56?O)`gL9UN{qG zkt96*ZS)KavZ(5~0w>iJy%_Jbkw8J+HTA<%csMBdxjClp{cqCgV zGRSeEPqy+Hc=FS8-Ki%KO*J(vRDR8$D@fJ@5@H4*g2Wep*kQkeSP2{m(gdXw64`Zv zaDw{pQ`Pq#K;1)@*B|8YfgH-AZ9sMrK0wRTtYW?vqJ}$Wjj=I}9op!i?Z~n`Z&ul* zgK)7fwIXFZ0xtLz7xEqWTq5$CmyCGovy}{nJ37}4Z zCP@M52Za)HSP}!lA#*4x3hI0xK%qI%?&4%= zvm?sX_89?;$TUj_U<)6PXkfnj6Adl&5~= zD89oC^!J08@d+5X!~uatRHW75#>s zG-*y6iKB>K<_u)msH?Nms{J0hEdPnO@r~x7PZ(STrCP}&EplffJ}C7^Zj=ZS8N9({ z)YN`|={>{3Hz48`8Vg{|LIKI{-2XTOO*iq0=?piHA;!_V1?`wrTzn4`k&qCyxoHQ~ zjnu-za~?yP|Km~v#?zI_ba`rMygUXo9-rqjq=LYC4%uVHc<2EL{U!L~|Bo;5ul4R6 zgi8Qt8#lt}?1c+&Az2&2TEn9l*S;Sd8tM(CK%ltO3wnWIdVWfjl@%XO_Q+Br69W|Q zQ()f!NF{7Vt;M8}e`25rfE!q>q>PN10XcUA{T4!dK`(GuM`!5)d5bj^yb?eGfFH@+ zMChTW2jX zBwSSlnjE08rJp^^GgS3xw&)CJi7@J}e(ng*mu%wQy3)VqK`4B>!NP|ij+bX!Ls-s1 z;)Dw$7uPv3kvQx*7Y-t3!6xt!=>wz&_M-yR=U@&7f1=fgEI_M(zfDzm%q?Mw7f`1p zi2V-Cetn)Whru{3`NPr&Hnpx_ewjc=gWlAa_V(}~aIL^Q^90v1=BptW;>!cyg#dIu zq40qxNlFSANXS8OA(3V)La~_Z%OVF8;2YpR-$bPWK= z0#tN3))&Jo2?+^7f@7fiPx}o>Dxe`qLoIKZnadl}Nqe)!?awCIKwOVEg>q@_tA)<n>0Y zfyp!P1Yx9bzxV*}miJPQwnl}2Mg%7R{nAh4l8Q{a0kC(Qo5a!_VF^D@z z&w_PX;KhLeG)K}`vm^452U%GWEVR%A8me`#Z70f!$U*+lQW37B446^@PJxrr>atyV zm8QP;x+m)Qf6h7Iob*Isp8%Fq1o)je9#J&x5Yc<1dh;BDrl93E25cc2L@kB3Z$Ke? z>uA>i!KMyAau3uQ=K1Pd!?jlM)B-&P2lZBF6Bbuk1;H`` zXUIVjRYS$AwAS`~g)<*y;8udNO*e*5?z$^@=)f$8m_iHHg?bj`$enKp1QpRP7oXVa zJekx|mSrY|yMKaV4spvajh2x@faFsi^l<;3RBlBmo8gXRXldxS{*64eW$RXa^7V#X zp0m!e-Ad~AWuni}q~UTi_m!^;DosJy5S*8*R)~4Qiel$>jucFGf?bYZ_-v;pl@UtI2Ees0%dA1660FOLMq)-aiu00czb*>_BT0IkdkHp!(zglqyrDHIBfRpCM4!$%%eSU^x7 zKmvrU#I|1*&<=s}z9-Yo#-@;`QW=PUI3ChPSW5w5KYvpr1fpN~_yv@7ZYW&m%SC)? zM?H)h%A~LS{R^D)QhzrlX-Hm&aB`zm-j=jv!4IE!4eh$M{IY*<+h0~wZ{^XooWNO} z{|*iDWD+wS)88zxU$>H0^RHXkjg8Phrvn?E%#IxT+u%;0F58N$(gj33D=IQJz;Bl*7i5B6+G*iZS7yzGqJI+Vh1yRxWX+m zhM1+~82StRvF(9Vt9dKQd9C-+SsBgt#R<+cnF-hKs;LF3DF)Y^5zaNR<*lgnEr2kM zbZiAEzk#hh76ByR3-DNhwf-iApQ5JjD2R(AaA+))q%TqZJ7#%gV@XR(Ly?hhX5G7D z`f3aAfi=k4kx%tcQ-Du3mHn{YlZA?$kQ(hFkb;wR`>$t<>dq4%gK$Cl8vn`672o|I+q}CB#O_1j^x6vH&8jBhA67S z(Kq`OWdDqn#qpyDdVBtMKpSd+NMgssdQ~L)rr5jH5YvT;u6v=%j3V>EzL2w_f>=g4 zSE?#}nXBeanEQQS*bA$z5K41=V1oXzW05g?&z^W!Zug&%!LJsKmj~yb18(E9nzD$G z@~u5wIP@c#fsodI&1f9o1D5-52_okqbqzq^^?+^-fLMwV!(mZKxMOgcyNJLO;4m5m zoMWnMT0b|jU*~k+;NXxlH_vIq_=4-ojMo4{&>+&yCn5=&qDU5OuMaf2`Uh+|+9b$u z3pf`0D`L!kW4$Ixf$+e$r4zPk4b<9L@91$S656QO0rCT9OEKuu#0qct|2>K9in(Tf z;{9`NVh;bzZ#-%WigKM)<-c)0vF%VVAwVk_!>1u*cp?O*36&QjSRuqcOmB$q-brs| z^^N$sft>Gqev+e6X%>6Jy!)Uulkz(hl(lJuPt$MpHPWhh*51*PAuZYnvo(1B!JL#X zfBs+S{fU{w4MUwDJ@mw(G=n*o#tizrW@xAl!Db)GWnanEhxGHIZ4J#}AqOIt>RXrX zc1M2VMDR{szL=2xLf<{g)mJ}_cb}t8Zg%H^AHP7axC8aYc#Lr8G+3ud+;LpdZ}k*o zXaD+U;oww#lxGI;!$FhR@^Xv+ar$6{{30bimIf&LClVy{&a6G1W)%@bKVXqh&lfkcMTDzth~&#(;(a-hm8eX{X3eCUaqp3Yr?j zW+K5D`eou(WeEK2XjU$rV9KAd{QLU_y+f@dzCB!C` zoy3r7$Nw9S0;X6Q`_o2fQ2A*vVxUum{lWViBjXMZykw*&4wIygzyB~ae3Yz$3)n0e zPeOwP<{&Y7qV^vA2&T~cUrgc21l=W!=_JfS2kG9y-ZK95j6FI5E(aq90(k!HtghON z#H2!;IP8{ifV;@{Ptb_042aRn`1j$yN5;L-3V_S(4F_q6m(YPl9nwzb26MyV?CKpA zMN>9|5OQ_g54T=q`w0OZ10s&GPyi%`ff+Y=23@)SeP_HK&vX%AF)`uXazh_S3t$rH#qpbdKsMz zL#oE5*mh$msy&T{p;ak%KmvnnJP(!@`q)xn&_a?JbpSmCSwbSp)2H6Od&dck zDOZR@)-6%1d&~)uKQCcKTA|Q57lg2HKSV+|6lfy}E(`25M7}JE+`&lrGB8&Q3wwSE zbZ#I)om4k;>Em8KY|`V@19Xtn_VAN*gHDkhdbnI*?KA)SYi7n%p9V_k-P~J18Y*{M zzXWCVO4%R*U+v-cd4wwjx-jTgAmLJQ9(!Ay)7eWx_eg)d`y7X^`=LF2m*)4g=79fS zsa(uUa&Jb2>VW5%+uFIx>`Ji3hxAm>;)+-9!mJr`@h)`Ny1OG@b0;7WTW!wWecN&N zDGQ6vx2W2GlC6Xe^~(O0$6F2JEv@^2led1ODlM6PvCQpe`}oNS9RejFR^qt@Hu5Jh z^TY$$MLzcgpW`q93K8ha=0QfI0pQXR3i1gl97)oIKUeQ`Y$WC%L#A;s144-&tl=Q< z5=r6ZAGZq~thkN(j`U9;l(Fc>W27qtUpWQcMugJ3wmoV&T``+rHX!I7$olCnt{0N@ z2>?>a?R(j7U7{68dTSTOsuV|H;s!VDyU@^!k@)aC8N38WsvjJHod_hXoCy! zxRc%ak3_4sN6g^7(*)>DLf}jmQtx|0*8Iqg`144P8v@4ybja?(Si8@xGaOvY7Rt*U zV0MU1=k9FJAh``tL+{Rt9?#!bcFv5UvHY*!^ytYTYXz2$k-Ou|8-s<5c3||-%5M*X z-$VaNN?O{bYAb;W-LB~XEd5wY2H=3c`I?sy39u!ow?aBOhenhJT0uSs_4oN(J`L0piPe>8~IN8|LbWu>S;_j1r$kRYd65viC#$-tEFiY+3n3{S#2B&}6 zD{jLn46wheMQ2xFJs_c_rGS4DXtN8^O9q>VyOScHwFT4bQ^pE4i+T+>Zdk7^J7AOMfszEk5hfaA{hT50V zopHMTtbIf2MnG31cRqXuL}(1ce&Orfhu&rv+yd~LkrEe(v{i~CIwhKQT(6FRE}jCh zy6_?)r@$_&n*9J`*X{tYq|m4hIbFgKYYZ~1ogg#@P8JroL=9QaIM2d%E z+9m)!euM~NBq$-2Me#GTK83O>W1|paF%r)Uu~5*MU_chCNRZ?%FM_{55$H3u4J}9x zBC-fUW8Qk#$=dqn(fV6=q#Y?>^&NGzmGAz;oAj2+W@X-lqq6g_=qGCn+4+xQQwD8F zIi!lGwIHCHgN?*vB#9SUkgH(f(SQKi2oB9l;nw}egz&yJAisXX{n(8jRxXQ?;`I+f z3CNv*tc-Bm+U=I7c6LIi3#;4`N2&pi0c+hd7xbY{ggveq_P1D_NjScvkybQ9EBD4H zeGHvl8vbW-?Pk)_(nuN+5+#W2CkL=fG=I3Coz?=>2U~eoX7DT$Kh^} ztz!GX2R-|wI8yG&-N9%XbfNuq4H>ax;_E$T22#)a*LqQ4rBi^`3z#x;jLTUq9rGP0 z*{){Rb|eQ!J+P;#p}N&?awbZw>8CTmf~t-Ow<#k)=DUE>7h>8S&tsn+()|lhS!Hf1 zt&A&d=)#2yU6`Ozj7M|}AC895HSeOIJh|k+W#v$xY$%!o{sEtLD>4zBG943>ZP$Kr z=3rl{$|0`gJpcM^5%^&}Io&}ILDIV~A7 zg8+TMFZcYX4S{TjsT-$WQ)MIlv` zqUGT^OJ$&$m?ItU@cnCstx*f+gOE&1$hNhmca+=$WFcfID^#H(SBD6gXI$X5O6Q$L z=meYnWZw01tS-X;P(Bi57oh;HaM8}y^wZs44f{fU(upeJa> zZ9}82iY}LH70*tFEw|9d_5%g@5jrzFbTaP17ykdf_AY9YjOajjY%+;PO}-p0p6%P*raNxX za8W2Z6Sb$vpdV3$^d?ZwC+al~EJ3anA)mwsE^D#_^DiP^G ztV-dk+R%5145-zPh}JyVN-MN^J4wt)Lk);pHe!4aRwFcbn4Ic;`h|l_6h>*-K{Any3?E{pCz`yz z+P4?ZL@cSRsXdFQ#%YD~Jws4?s?-7_h|ryEBj{!8V9W-@g8F{(4=1s4)L861BzCcO zCmB&P_&vRd1Tl|=F7C|P9x|jY&11+I)m`zB3>mpAbY1KsHD&9=3TtxS;9NJzb9azTA=M4K5k5@W zM32FBMxyuk#-4$A6M7FI8V6pyGCzNQD`qzJux1HZmRsCS`64y-ad&^2mnx0XlN~xl z(T9vC*&u6$6cfY}M$vIc$Y}GtWbZhKJL~N)?C4pk)(Q*M)?ommCVek+GJe_l92Hs6 zq?va>P*Yt<>c8Z{Cn?$X+tFTa7{^Z+R{CUi-V`a0K_pN-3k#+3@RmLz!5_iQaG=Me zQ*sd$$ZZyeL(8*H2t0l^r3_0ugfut9cvBC;l_FvUa*EauzMBTH|IW6J%QN#!KB5j# z7)CoJEYuXz0`|3D`kGhTDG%z;Nn%t=&=)K5AKXlBd&cspy}LxtdE{4iizj84g~rrhllvt~w{q9K7I$qm|4$6LN{tOPb28 zv^0p%qEI=WtnoWT}>N&`0$0| zYSq9`X=FU<*w0VPEpb3%qI5RJOF3hHT*QKlPmlXqI&?KZEg4%m6s9#EPzzbwOPZ4jq zqBD@V?&aZ;2F-#>m=aU-eFB`Y3BoHz%>`B7isuD)LU~}8cA<*vyt%m|>8PiQW})a$ zsQ|C$I)DLwn8nf&>&GQc2IFE(I^mF@+JH4t^@^)Bh_o~ZI6_UQmYU-Rgh6j6uZ zm0{OtP$*lP>*xQyfLWmO1cIM)p5J*B6kP#+*dEL4R9Q>9@>S=tYr9BWNQ^$RetWix zTPNd&%HeApmzevkw@z5r6_St}`tYG2VNGGRIL&`vKm4}+>TfkO9QzF+AM)<=yvLLb z`3h1ys-v@%orf-=SAeFbS=jMv{qXSP)gmX)E(kF_W@fy6gETpPZIsW|U!N4V zA?wOD$E%A&F*8jlD3 zM#01ROI#E(nQ;Mn2?7b&br#c+>30WS3^J3k>p0xA_`=YqlT3oP%^AH}IZ7Hap?#L~ z&ro?n=Uw{#j*g(y(A#oV2h?M^b>NSs4priQpt#%7ix#7ZBi~(V2@_)9OIR|3U(et= zR16FP@e?E=BCMrN-mE$0K~)t>OVT@*U`=(aDQP1%~2aoU><#CYi;eaUo zF?ZtolMB7ou>=bz5Ds~uCH|X$`jJ`dsTjaYPy#Y^3!G{%dIa5g3!=R&^;NHosXI`z>cg!cyj=Q~WY4IrLD-toH$#_pCneXy! zvVr6zcG&Kw&=L_|n?y6zp(o$&Sk1^4NIE0i=FRRVg*2U{A!Q1x0lo0s2eDVlpkYG(kxv8M zW-SIHzpl(0&g^19$2eM?xX1I||B#vXG~BMKy2EjMqO~cF=z)#|(BO*~WW~Yfe4g{I zi6eO}Q5KMf%NsTwZ(*Flkd+cN+f4j{kz5p=`IAAmb+3 zE<=oaanJ!f27?X>II2BBLG20g49?1xVLd2Z#U8JX9WH z8s9_)(hx}$#<26eoU~9z1!YzLy1+C<{3bdWM?Xo4@8}&Dv1>n02Fk(OCF*VPq12}q zvR+|~@M7ZD)70#K6BfSZ&u;0~_QJwKxldEH` z_0{bYLnr{8<|LY)8?TOMg2%W8lTH<&9KE_wX@*Z#(}_xa;2m%EUGw zd_b?LpqPTG15+Xt$cO4)?bQA2CZ)$*&n{G-+hU9EAG>nlz@Ll%Wp{96BSQarKf2}g zhyift!GmvVqQ+xCW42xpvKy4EU8tD>uqelMJLQ3OGe9&w+1#nBC$V^I36=`IN(%|5 z#;RA6F>O@$RBWjouZwdtAJ`51-m)D3#OoJcN6R?on}0I@W4d#ceO8hQ-T|&XUu%*o z=J3T^O&Q75`}$LejC(g%0mn(${^kAe;uaV#IbCnAQYyQW2KJa)`Yq%-?imC_A1<;-NK6>I`s=>)+as61s~3t_nc}k`!AD-cEekis^}*Hf z4n3t*!p=Z{cUP(hJ}LJv?BSv-&^`FwpXgmA??8e$Vc6JCepni;r+?urU?+8@#*s)`3`X`|bI(NY&CqDf*kWn_~Eq z$cZPv?Y^yEh=-*_3gc`pg^M2BLkU^-N)+2Q@97g5!u!dqXa1E z`lJZQXp;a8e0lkj_Wxm&*z(7`aNJb~M8banTwj$($-|#HL@O4Dl>8(&)Mu5K4ks*6 zFG1fAZ4m``D%(+6u@zLyf@)ez&c9sz;dS3-+myU=)3yGqBTYT-i0|dUHoKaUB3jc? z^?D-s&FJ-4Ma)o*!y6G9{JgGU^XOlnh_pQoytq3d#0L?o7yj2NvP1cTb%MwM7Mobj zxwh3X9q;LByq`s1SMQMg**)g{3dajmNluVjpEonRHt9aIo$H1V-#S;YT$xG8O=UiwzA^mLXZrUl=CfuYWTUNWHm+&WCZNnq#~VoDUr5iBDHiRGbR zjLU}K`6>7|WQmpG$!!P-&}RX0Jzm|%R1Ve^Q*iI(evF&h{NLvptNV(@ z=jdk1*vq4B;h!JzhR2~kBmJ}SKiU5OW$ROIQ>m%h=y1vU0Q;6LD=e2?xfrfKO6x;> zyMJ!pyeS9INfAV8V&(6eTbx%Oib&CVF9A%_+=e7vz$DKz1<1`~KrLVsO z$$NkQ{OC~lE9l?q>gup6u{Pi7a2|Iqrl!py_9Y`D+i^}N9+B`vD^4HmXuzncBrTvQ ztHo}_{J;4x+{TVI{B{g-1cjX`9>U)#b$5K#7I-U=QmpJw*IyBwN4+dE@%2CHOR5nwpcZgN@+H5)TN9pC?`JcNu4?ceVNw->tcqF|0Mh5k!V6VM+xGBQNjvU`FzM@}e z_UF>!)A9}vInh-eg+X>@>9C@_133VtuMBekCE=@m&x#*r*4}K4JNDOBM~J22)*t;Y zKH-1cZUSO({9U_>A}vie#kGh(Kgf|fa=u^usz^@BS--fIZkRj>MubQQ*ccy}d7Doh z3l6(G>f1M0WV{^?FF+Q%OCHva{f|ATq4y~Bh0UQPQ-<4gN<;&hMirwbXREZ+EevbG zcD++g_RX`?=hx)F6`3pg$*hnI9~=f5s8bJD8Ll9~Uj{Z4Z4t2&Jw!>`K9=j)`%>2j zRs3KoE-6{{VavU(|BbMo!FWUYIF1fuxV?(DT;~L01wkjo(^I{(v57_cxC(ggK(TM8 ztW@&*V{s+seU!t|H$;G7_xHC{t|rL*%NGC4Tf0-QKp&iZV!*=4^(EWkysoF2^-DKA zuIN5s@ZT%@EFtFU3jcLMYi@UMX%0GCzqNR0Ujyr;C0`Azvf%rdS*77RVUL)?UaB&$ z-J+p!LN?8WKgR18lZbxRFr)jSp^rmvP8rt!`r|UH_~db(%3|je;A?)@FCcY+vdQj(hfOWndc5ru(I(_y@Cv zYWk|PAbS-{&MBxSylPAd+8!PE?{C(u`DykRwVxmF+cbOp;_Kw(WIHFPr1AHU62tT2 ziG0!mD7$a7b!!eAa=oOQ_q{td+)f1=LHUT9bnAxOAV>@@3?}S18z1iK@Ojwiu378Pi~tb$L}(R21mH*N*H8 zKMr>5H@~b-k?YYYR^f=>8?1&86>hJv^R8Zy%+3vH%_EhdvBtj~**0m|OdbHxF#6!4 z#;0#Cr5Q!YO1!v~mZHI9mGsXqyOO+QSJv+-?=LlZ0ah?Y-$aPTk}q>0d&Y&~SL(ZW zKCfQ!lDw2m6HC%!Pv@6et0V)_euV8q4IWukDx&}l@wS>3i&o)z(!a^*U`!R$nh&al zpdPJcqm36AW*6T0uH7uXbHh25jb7Gapu;!ZMy27s#p(=-kvq_11NW$Jyk2(!m?O#7 zTwPru%hPX)VBl~UZUe<4rp$|h+`qxwST1Y@$)kUoB$rjIQ}LJBo}z| zl=6@n)aKLV9-z8121us!;mUrN0|q+rZg;W$I9kq|Li<2pU*8mWJQM7E()+T) z!WGC|?kMzK*|K*?HTL;VQBii(h9x)S0BE4eUl>~ph&BKM>JA{aB1RQK&!BcY z)HfWW!Q&ed!5&n;FK+iQ3HvKoZhCur7c_%XXvVbj+>=IZyC<19&1vpr38;L7`!-Q_ z?%cT>?d`^qgRl7QHGDdqV=r-RxP8KwyZU*ey&aknraJysLuBM6SG*K>Rpz_Nnxdjt zU1zV@NNQg6(3IPGtHgvDg-y~j6^WI+J--E(JX&auivg>Q0+dr6tU_*r&t&oa-9Dgt zXu7;DeMb*ZLwW%D z$I2~2mu`WeJ%=Lres-btxpP!_Zc;;F326EG`E_)43yO-U!IXD2eCobT6pE-yd?O<{ z319&5m~JWypVj%=wE|oyln(i$C==E+uLm6mN%lj1E+!_=kr6v0O>!~v0E|TV2rVrw zyQ^2rP+zay<4b>RD7>8E$FJmeX!AEBtsoyrM~Bs>HD{kQz_fY7_3P;C7gbdeWIZ8< zb8e1r#AIVRf_KexWp-R*2h`);-(RRDj9`4=$A*T@LPA2cw6x30ivppRZ@oklIW#n6 zQTK8^p$y&C)MDOM9l*F!1_p+a$;lEF!xLN=C_vh{qQtIw5wr?aG;X>y#-$JtR!2{- zlXNlRm<9=MiU?z8Z!ZO)fO3!9(jAb~N*bD?@87rJ>d6?J`mQQNsb9fg0XJ7?J6Sb0 zH;?b3J%$}FgMZTA*|}oRo;?KFz)gNBAYrV8=C6 zZWu)j@Ze)<>FS^@M+(tTT~$SevUcrSq>~9P9J|f@hAPet z3oO)VT2Dg>=3@ROz}bf*a*a?0faJ+d8X#JDsJpIZEHX z5a}f2t^vLgQ38+yL%XWHSbL2IfvZ?bjkqlfz2cR^iB^Ro2=?;w^6t^422RPr%?zxj zs1vXQyfEsfJ<3f6*@{#|7VjOX=$Xm-f|LT=q@nly{Y~rF--wCX3h6?C(QcLiqM0zr zb=iahv8>HwDMTrE}yd~WoV__9Il3^LP|oN_Js9^5!DJJD)bXAd2Z~G zJxF2G&P>|o{}DpG^Mx|dAkUSJ;A2o4hTv_fDR@&dyFe-YFdeWwT1LjQ%|@=O=h!>D zy4G*mlIZkhgg8Ee#CKy&3Q** zCnO9U`9sj25V}~vtbC(EzB?xwbB|*!)uLv*JG-0P11PwB@BmC9K+L={xF!7XMYUv3 zSbGq12;Z1&lpjpgzQ8L=a2&5{1`FE(;Uko@MMM{Zs8I0fpiSl<6r!Vm>ga$ zng4k)J$~+9WYbnvA83XN5Y{;2^T}Xng8qw1Rda%pQCBXD7KWdxl9}!ftW=` zrhhrlP3(j1M?+m8({5laOfrX9q;-X7bMUYvg!#9X=kX>ts2y=Z-6vkcYC`(_QH&PGhf0WJS6JNV$a44_}9v;`53XD<0`3^<;p;`&?Rj6GyIsm1t*YCo2UU=nkD^ zmAyJhDVng1*-QhIbke+L=jRV)8JxA@zB<%$ZhPo0arXtC)CEAOX54NQ>rDgG@O07; z3)a?$unJ1sa^dJ_rCh=8EErq0mL(N2rIgha@%}t?D!2wnK>wknB7PhyWsLxDnAJrD zPUg0@RZyUrzV7V$!ph9iMZQlNfM6>yZFAW$ggXmUgb}3v2(KuvD|f7%cc6kle`8J= z5aN$5KYlosCMQ*`FvczxF^VHf4j2iGW<2C&Wd&_*ZJ#5jHzPZr9p^DF8QT^&1xcY& ztcpM>D+Yd@qckFTyvvivSjN^#1P&954u-gyzMjaWp`m%$e0p3b#V9}Oh-KX^$>2c2 zDWtU*#TN}wI($V=J=1`B=nt~8v-`v(6yxt66Bfq2rKyY7enQ~+KVvB%ouqSros_g{ z@T8K`c@`Fyh2c_^dE~*utHf$LAnT#`<~&`#t*>-}n7DWoVkbUkWwd1UZdXM%q9B zC=^_<#VTq9Bh6;YKc@)Y{}V)m72# zr$(|SX^ng-8e6wASl||*?H#X zisL-!7#IkI)3YV_y0$I-rfcJsM`4Ggmz0zwvNgzbj!I4}0Gl-qENE+s_AnyvA?g0a zqYau&$NqZd)T%d22VP}nvL65aXC~VfGND@`A)8xx3OZWV-`bKq79@a|`-|aBc0~tn zWIB|O!#kjcjCPxP+}>z6F0ygcCMto~RhXT2+4`F~9tQ2Yb+U-C=WK052x)F$w3eQJ zXz+(^yY`DFWii&DsPAf@I^WutAQ%myG7Cq7p3hTZgMW_M4DYaNJb#b!b60Dr$NXB7{ z+66-#N4S>mlx*CyZ3hmVuJ%A_yo%!0W@T8W-aO2iF^qeFAX)I`OR!NJ9G*xLynFKT z!Z&?=SHVvhe^r#7ojoswSA~jBIB$G1GBRqc_w(ZZ<>lp3JpCBCO^`%B z61Lw?jxAwP(Phm%2&eLNS#|WVBFbcBd!2+P#H*3PlQ2%|;NX#gy&{Gio34|j@Jh-Qj%a;#oJ7h|#=xwxTPQEYxI5r4QP%t~`t!I8@+M6b& z*gHC|r2OpZdBFPu!D4%y+(UAyl0Gq*6E zO|Cv97bh1)@PM$eIEM(V?=B(%B`N##Du-d+sYe%ig(o?$%3K`sZa$j92n{*N!i`{# z<+2)d_4V0XE?8f>#4|umI5?=rjb7`dtw0KZx{VqX?%5%sQ2)7bbB>!9Et!H_4qJG_ zqh)32(N((c)`{&>RLQyqmT~+Za~1*0<4#D}oTmoZ@}Q0;I~G+JUg*%=6pN^+=;Cx# z++cAxc=~`NR`tfPtTtvl@wU3pTYCp5nM>l8nI0T4)U#n9dbXi~OU8b_emcuUfgRUI z?~;#mQfi1Ufx%HW-@k9JBAMC&;8OTN9*j@5bv705aO!snn6Bz%2! zq9$)#O5cij*-~VCqu?pWwNsG@k}yVieA+c@yrQGIJ%+Pmv44E)>NE;Y+%y|j9GECwxJ)S!sEBc?*iKd>e$2RT@bmk-6ciZsXxeY!M32Ukj%dyzC2_^AO;)qk%&-tXEIWTgD%70?6>OH1rD#Pl|It`5x%qPyM|$?s*rnCAcrnURVIhz3?`% z#6%FPcjOmK>djRT`Sk}H%tNbcv<4bZgz~cl;PszQ+Iqe>G1BI+Ob=gL!ZnbPQ4H#x zhvUtw0GO2^Z{?D7C#utSq#eaDFA4zDhnkJ$`0q_PzHTGASdAnLQFp;}9lH?iR2Q&4 z*!qdw0WAPz5sh+kasXk?HlTq(L;D5UhezNf!B!;tN(y;2=rGWU!<2~mVMn5O(RlWp z*z+MCz2)y;2<4$Ycvkm=5<{#ZY=>4KIBvk> z6L#qlW~L}~ynb}yI)2yW=e8G3C_mxoY|-vi@_t`e7! z3L`5*`gl=EfWJS)5<0JBCH#1&x-TEYaYYbJ3zm7vcp>^fa(S0gn}Aj&wt+2TB@TD=Egm;1Nh|^++8tQe$o6+Y_K8Zq$99_H2^8?PLDmMy^JD>kgUDonJYOd@ z8mO$&BLOPXL}%$y8e}4-_%;zdleosG`^JZ#ClFCi@Y>jUJ|IO%upUWzNRT*&Q#uyA z1_f*pYUrTvFOZ0kk-peafLG{{PaQDYdwE)*`TKXGJ0jQ}d1Nr>kh_n*Qayg{R&Oo8 z@#H{p^GNjSffdx$WRcIz%@F{xJ$iFnj1;vigfwJ`H0D}|0OU1+gqh%1p0$sQal{8; z2W`d5L)4Z-B>;KQYD(|-bY3Cr?>=O=7ZemgU0~-MQcCTK6q6CVMcem`#iL^m&yAnk zQV3?b2+7_P@#`#7Qc@&IAzE|q)(jCS@flIz$fH|>2)sg2WSKxezF^IJb3#`}`HAp) zobjv4^kkxR#$kr=eYa*FK=9gdA!~o&wotdXV(L*>`j@ekPvCBFW=H`Q!M3L$;l)TX z4tIBV(&%SlVIk1cJ1%Yq@B%-$OJHxOJcKypVA3UdCE zT-|H^3OGEFd<^RE&$t-+{elAbOWy5Tk0T0c$HvCmfBy8r!9U7q0964wNU6IY)5jW0lywk1E5xheq-D)zbd$|fj4woSLk^9M{C)Qo zk^5Oz(mZ^N-QO?v1wvNTTmU?iG!C4-LRv*)Q`_MxEc2H%Atr<81shjB-n}aED};r3 z6)$+|UY>3qJt!EzVD%m2HA!ZL7p?EroauXyy`&T=vI*Xi^{(~e&Lb2gzQl{^{ zd_zw|o*UV;1+oot+M!Cx4cAw&)H8Hruye9N=a$y6y65Ac&X@L?u8&)XDB%7LG%RYtafyNo8PaT*$;-a%LGV09s10nx z1m_czn;9TW|Kh5!a|76m{vY5H1uS~^?Mp{=1PU7mNGQ|c7sK<@k^ZpZ+ubYVb#p4q4-C2=x)y#;GrC(g@$gvwS zX|rJcu*62DrjjSOCGp(%_jvCNgQ+S9Kj?5VDDM@jx9>0WWu zuId(vqerz<8P)%hcY2eWdK_3GWNR<~Y48%fi9|Fk@4JE}LwB?a_txjFG+;cRzLDX< zjYcW)+aLXf01%eMoP48njKNd|@7jGCN{e=^yZe?h)|+NI3`@+&Z`LL5|Ndr{{PWc} zOCZG&OYFvLX1AsTDeOQodRVvfl>gY7myAs6!_vx$2)c`e0l)QNdD(95AWTh9KRp^RJCDts}GYjZH-1sN-sC;6Wc=- z`m4ZU%?zUDkf25N*2bo$0)%fQ)BBD(PM{tjcE(GWE>*v~s7`=zIZPfZTYh(nzf71p z$Nk5FY01kMz;j=5BMXZ(a$n2Ps!+vvrhpPOKx-e?Oi9`vZ3>DhLBk&kY=9DMV$ANk z&+mkUKh=6gta7+5A`wh?a9!K(tK-7_e0{fxiyNk1Lb65hR4`;z_uT2O|Cwy4L4^y5 zeM42WBryfCni3Hz<=$xvLXu(k6I7g}H&5f@&Vf+DdD(02t+4Z81unUo+fQL9pDm;{!>_iswlq+{FHDweWB%%EzWkWAN~$=kaX&{IKe2#aZKT=Lmxk;16x9Xe1c_ywJnz% zc1Ar&KIlkq&5oo`UFM=Wh-V0pmC3gRSxQD%kYB2aBArN?Fh17@ylGI7^8FM~eLX!b z;rS2mg%hu9x%f(-b1XRf!(lC@T9iG1n|+;z1Z2>WmDy0_i~?c?c;V;Qevy%^j|BFc zU$TwxC?2Mx%NHtA5cT0k4}g)Ox*e01pb*Ck{75LHz);BJtOF)fvU#>eh+H(6m@~!5 z$S87{07R%k(Y1X1f)frp5;s}q4QG~!@*41v9f5YvqECChPRr~qpua%@rZ4Vup{^fA3R%|ibq|@INl`Ie`%Svw3 z*DZq81EywYv;axvRXs3F-oG0Sy5L`eE~}uja$TSxmSxgxb-IDR#51*hI1#sUw^(I$ zr8Kdax<}K`@-@6isvId9WspbzXa1ROR;)*~<@VjCOA^2RPsXZ1j8bfprdxbI_*!DZ zBiwxSnW2^#+?M?H_@D2b_GZ0J6bc24fyKHjuqxZv_8`aSlpuM}>7k9H0KeTY!F#n7hUb+SeZDw|MC!(Z_ zNA$ar;%*t9``f`bqrJUroBFG7WcoIkFYx&eNrHguX&Jf1+Q&P3dY(^DpVU`EYC=*y zFdhha{wa0ALX$r`7@;97A@TZpWPmhcsAkh$MNKTGep33Cdm>2#| z7)YEV?$^1wxv}6upJo{}XFbYf)-_3E#iQT5Z(jlW_RUylJ;Kd~f5uv>nVOm!ji%B> zjvWKg&W!~K@Qtob4h#96MUAwT67*7;;4x5rjtn#%%KY%52xFDjJ6LB27y>2{V*5CASCGmN=h0+wohVP19%XZ3+A{DY`YM558LPGGC7T% zOL`Z>!B&wgdGvfI(n4&y)gzq}LH^0T4n=a`ERTStrF`r?q!wNzmvvnxP<+QOh%Jjk zgTyO#Z@3MBU~lFM^8vPf6jDU*iSN9bzs2D}P(*IT2g_IcwcG?X?=e~n;sgN*L;TOK zqP*quvV!;T-D7>iXkAfal2(AI$U*U_{dC9GLjOy*_Xo9$7804=_dm%ubpv(0!-5D-ssy)y9wj)AL{D^Q?78s$MniV5sd+)v?Jf z%izl|nel1wfcpU_9U3z=c)A^8kA42}uNM@SGCJiDsp^)?1Hfx|n ze(#vemgDcuehRn`v=HAvG#R<(%}3;K+>5je6)h<1?gHUP%fQgH_OeWJZ+`{N<}h=K zViQ4DQ$P!eb;IgS-K7SGNQDEjLBlOb9wX^?O0w|s7=;&zIu4R5QknsBv+9B4&NO{j4bM$~2 zl=ax`2Y_g-XVWP5hRk7dZ@xPr!0tO6*Wcf>5S){ zNshZ{^4GI#q`(3rkfoUP^y z&N}zC#V>E$Jo@G?+_5v9Z6`t9Q)zdXEqAB8WG3^vP2Dp3r;iy(yo(g8)tIWe-jbiS zTsxJ-T1&QY>o9DlF;%kSF!M9GT;}yb)|0nBtNAigg_-S7L}Q=7+8tx$ld2w;jiLUp8evitZK6=Oh z%Vrnv^-w9JW@Yi+Zr0Bpm1iI+8ndpe|1!s_ZuUT3sa{JS88ZQY&HYTxYa?0io& zR^>q~O}Nz_Wj-w&_6T!Oi&8JHF>(v?R&N_GNT?Lflu(%xSK7y5y8CsP+&8xuC#da6QYk;77iZ5QE!=nu^3r$S!^BLsimc+vuJ=j8xbu4FZyP za{gqWWVvLl#Brru#z#M^-Ap;5|4PZ7+Cl<5z_PXV=*35bRo}jCBF_ISSA>ui3!;PL z;;0K$5m0y?hd-+4OJo43STy$9f_nJ&m$H6)nQ3kb*INjl(nl}aDVmfh&&#THrz<-({vf=rXJOGw{)a{}S5BzCDs~69M*ow&VK4Tt*Fc9+R^I4~3Cx;-p&} zs-W>7?FJBHgz|+8p8HBv@AI~El3+`j>N!EJRfvI2^7w}kVxAVkV*~GYiesw~ww`#Rrk_;gMw*_wkg71wii_acAx0-tR^M>hFRbRh`+1NYNsV>q@QknF* zedJr?rmh(sz^c5g47NKI&0bO03C)TM$2WBiOO~>5=0ZRZ+808xnq&h0^zn@y=|ZUU zGF5F7rjNf?8~-M5eWD`3h>(2%KH^Wh-$vyxee24E_J^B~Y9D$y>@&e?mC5V1GPNYA zOdk&e#Z^_e!M?88$En4~4q61G6#n3Fp0O->4xWu`7Dum?7N4Uxw6|O8;ZjZ<=DF_F z<1M=AbVKka8jK@Nt$w)zkN#OyEbpA=v%!kjf0f#1T|~+T_c0HbdSH>kn5wp{#PmXIP<)W!{bTTHLtokQL{hke}{P!_&rD$)4K+}gL;{YPiAJl=z1aFw# z2~RVanhdEB?Ze%|fl~JOI*A@o4m905_u}Wz%Zrg9q8aw8P=%Es>S5Z_K*9 zC?RRPQG*pEc+ht@;AjX!NlEfX3+#=cZusqvquE|_bAM-qERNhGnDMu=H*cL3oD`;)wZB&z=*{aGB(AM@Ul@WTY%FNOwy^}f z+9+@4Z(4b70ju3OP>Sb%y=5q44(t1>N*|oSR_XuHd^GCNdiBleK}dKhYnSbP2+I#Q z#ol%*sm`Y^7W>cA^(^hwq;}vl*~>sst9v}`@@6*=Y9C>+nYxN;3Lw-^ojMiQtn%%t z8kFwaLs9yo`D{L-a{PgR@GC-1&kUXv$h9VLs@H=t6w%)F?@;_<_U&o^5Ig- z`_7oWVo1T`?!6c0>7)L}i4|4~IU7mWLlvNQM><8DpkZluqnx!XKrKO|yy}PvJ;t;m zkIBD)j!e(g5>!_u0tPv=LF2t}PbW|u=f#C%sD4%V&}Rx~@{Z#E$)(?@@IX619P%or zvsgRW2592)YBF{nmGF|`r;3V031LjnxAOCcETx=~HhOVZ=$?nPn`fOScYABb)6kVb zv38-FV?-^K(r-?}DuErYeR>ujU-0#-`Y#ur3Eq=QTBPWKo+f6Vg>Lx=w)xZvm$Kr4 zLS+&=t)<2@@t?0V9g+?kUH|XvY%}*+nlg!M{cD${U@Fr5YSP5eZGNu7CNFv1s1_klx`qwGR2ETs(B)!c4 zs>r3G1}5#bwgd;WN*i&bh3g~n>q1}#X`qt8*=~&1RYYlE%w0#*m*Ou$eOMXn7hVl& zl62#&eZQjDxb66Zz6He3fb-0cbjczO#PSy>`JX+1Uhni(VG}2aT*5Gt&fw@10qARj z2*5s10$5+}G6d=btTzo5>_m8lrMn%WE~I%OI-B_@#wP}(D(pgMc7`_h z`TbyJ_;pUt9<{|bC!`l*f;}t%?P$W=IYJJg7{b=XnYvl6la)YYC|b z^uQA*Vh55A(sjUCw2yjHTQ-{N2?z+{8Rz2S>aKt6xX31`h{)OmPH$BOga;*P&Y&*8 zfBTVLFy>MjmxXX&2o!v-_3AOK3i?DZrwsDK;qqk@cA-ngP~}1TCV-g0!pvM`J3cdN z3L$e7GH9!#6t#W0Rj+Xq`GkZXO!j>XP>vM2FDN(b!3Gi{0v|)>mrEaY&oJ1@3!q+^ z`3T9@2=QqNYn+7f7fLEN(D+g^WL){~kyOTD+&VJQOWv5$2sp-4n8zgWjoa}Ekh}*e z11Qx31@U4hv=_O>U5Y{4l_#IgEyn@S1dZX0)AJ~g?5DOX0cJdVwv#;G)Ep4a!Z7M{ zru*03L!%~&C#(gOcJQnSOiVx9AjrYc?0%Ilazk1<+%*+H>&-0fq_ zekdFu!vpwUligZ3e#X~*7d~V`KAUOxgU~r^6l0mLvjp z!tj)X+i|kNr5Yh~1Q0TVT}?$nwNEq+^(jUnxX!U=Rg3~8jvIG$tXM#=Ygi0OgG=-p zBp@_85{}|WoUdufC#PGV`4j674JPWpoj9nlO|(0v5JvK`LKcQSmWp7P3j7k5@H6`6 z5If-vpaAIpk_Q0%foRvMz7!H2L5s>77;r#7I@=9H3nk|05`H5v^`}oYS?dI`S55+Q zIssmG8;++?1=4ebH09cG+oy`VyUi7tNgR}%US`l5_3Y7)ucC|}CF1SJhiIT>I{|eF zX>~(XqiFOYNa>^I59=#W$5sSVsb{kUBS+k#${9#62m?Jm+(rm)k0abM*gue|5U?G7 zm&NPY9*o2|fTMsS@Ml3i)^;V>3Md`63khkZieYjGBuh?pJZgrlrjNv~9RyzI3lkAL zs86p+{D;Wee;OTlNDLINi;&OKV#^l@kuJ3^lRT5_nWxdouoG+wqEU|r_zc4Qqg5U3 zEg@sJJ!oTlb|^F)TfhtI7s?#HGaEr2_*mSJpfGLc#%QAUZdJpqA#}+FT1F;5yGLM} zF*sQ@kC!x=+m}G5FAs+}V!2c2jN3<7Svff(WAqyKMHmDBzZ)`>l`&jD^W|R59g;z7 zu+O!%ci{(oY>3!_8yo~Ra2i0lIuh`q;Qhl*LKq&4DL%u(8Bn45m7v}qp_*wT)QP|pBl(F2IDeA~BsK|3KBuco{CTqsZV6Q^jw^874O zNK(QSc3y(8b^up=39tXTzW%`@9BqI$g`ie|&#naf7sdx}VCPZor$}Uk z6z9d{usiOF>Fc@6e*nn}Vb%1sw}0f|;An(4NC&ZSzwF70ng$vW)hXj2&S9_RGyZ#y znO)?aP(HS_y_EG;lOQ!oua;A&g#C^o68|PsOeS(KtM~lpTc2q+&Hd-kx7cE(m#ba! z1;HH}z0Chfr~W@vE0T>dBUcQZgPMVgLIx)x*#L(8^6Qkg7V35!IOwmp&RyBC1e4_G zuU@^H14T;uTpr#>L3XFp4+?podzhxBY14${&whHykeDTeg>_QDl$69j(9?2QTo^wC zd+<4^J?<#RJN&d4`&~bD;{NA=L z7#09yBmsIECzX|Dv9iOD+A^FvRq@^0coWtvOqJ9qyyZ5{K_OlWn3HJP+|SEc?>lhd zCIDz?)6h6h=hd(>-k?`nW}1BFL!BtHA)Nm9Vfzv!?IcPA4AtdN?r{KjiqXIV$SPQf z^Q*syJP69)+y2=AHY2cRqz5d~aw4mSJ{%5KIc#U>fdtUR7IJ}t_C`=iB;UinxmD7g zB12k^>!g_wo{nk#dg5YSfRqn{&KuZjNLbYmm?JF(FOAHA>Fn9Fs8WhRh+vebH{A9_ z35ipS;t7|Hvx`e%QxhAI`a23fUs>URp@B@7z)gyZ{>Fw#>Nq$#iP;w-kS!dC$mdqK zI4FUK`EwVMGeC^fjsyYPypKWbX@j$%627=fHDz%zI+FXJ&#_@d{7~D27u_tW} zILOHKC1{<9<`Nb^iYHPFGMK0_(|!kr%$=_eoH%OJa@^c}H>4d2>HkQgo2k}o9jXf# zE|5ESW$>oNo{JmVcicBE6#2wBD(0PZRTP{Lk}La(maM(RdL;+& z4_qLatFb++%VD41L}>?BF48Q69a+bc{ghODIXgiLf|S;@$wE*ixjqz`_w*ZJU7#Fy zaS_QMz)_8Qskbd(5{suicQ+O$jG<%zmegSR=g%uC5U8m1y9`CmAUk-d-+(@Pgp?5# z)$g}LZoJ(830#g8mMzjFNso`Xrd7?51Tqum4}RbgWc!D$zi*_Fxke~Kj4`!Hgxj=t zV1Pcx@dPzlK@ET7z}XGRiuC+S9kg?^3bmR=DnIpS-d-e08+3X7uK6ImyuX(yzx>tS z9^>=}dl3pTLarwD=jP;;Z<-4P2GGBqP&W^3D(c^UmR6zctOp<>S?;&>lj%8YdM`Mg_bG$A3Sed_yBQ_X4CX9lw9y zChe0@ILqKMLhVEcv;*XH(jLmwr%#t#D1#v*#VkQONuO=V{UFk;o^?04QB^{Mdfl$S z)w;>XA+9A91f~!eYPK4ohcxB*uaWCG3dA5LL+G_YdXP1VjoAHQ5M3jW|9ySb(w z<<6N4`ouP{eutbfj#JVr9q|EoztwHpFn5nMA_e8%7uDnB-HwC@hLBJzN5{wrLCGrk zJgba;r1+y!q{P1+w)#r+{U1qdFB?O+kLsCM8gwLCXD%UKvKitYg~vI|8WY0F;;4xEvufqa7?8ij z#CT89ENjxBBNsVK!Jz>-=LDgbN}8XTo~EIYmfl|5$dT!Cp^wHB#3JDgk=qjSI%#2y zdlT6V4G+=hgZ=S(`0!z?8#$5FZ~VnMSglb%60az#O=2)2#ut(wLw!dc9V+oINc&a~ z+rpay77gN2lPo9F-VE}7GO`XNEj@=Y6S1Sg6HFKLPJrJEB5Q(dpc7p6dux4C$q;28 zOj`o*xvpt0iZq~1oGGNC05U;iBfKy*PYXX;TI_$9)~y;SRO~@IkRF2Y^nHZ7cv-NV zdwnxtpE7iZAA!qeOO9mnqeVoccgbiYv5PEvOoTx{Sr)u-ArT~!G-$mCf-#YgA|(1C zTBDQRW*pWClBT}e6IAW+{;g6G;g*8xV8W&%J?km+3X)M+uNO3|dV-6>@h^*7$a$i7 zJ@CwD>CP$2vLH%GQX zjS2zjLH~~{z$S=HVFbISUag<35C57?%lOlyK%6ol+i4IeZfNi%eVc9tKSP?0B4H-A z^b88ASJR_6h(Z%0L{+9sIHj&(b^ucab4n(hBe z%Z8S(74Oa@{r^)YM|Lf6wZBW9{Q3V*7yntJUfl48!DOWZH3k1WDSP@vvb3?+{{aT# B8P)&* diff --git a/output/4_S-11.csv 80 percent (SVG).svg b/output/4_S-11.csv 80 percent (SVG).svg index c317c43..8a7631a 100644 --- a/output/4_S-11.csv 80 percent (SVG).svg +++ b/output/4_S-11.csv 80 percent (SVG).svg @@ -1,24 +1,23 @@ - - + - + - 2022-08-16T16:19:48.655775 + 2022-10-08T17:47:17.745254 image/svg+xml - Matplotlib v3.3.4, https://matplotlib.org/ + Matplotlib v3.5.2, https://matplotlib.org/ - + @@ -27,7 +26,7 @@ L 733.484375 568.416641 L 733.484375 0 L 0 0 z -" style="fill:#ffffff;"/> +" style="fill: #ffffff"/> @@ -36,328 +35,331 @@ L 726.284375 143.961328 L 726.284375 30.561328 L 56.684375 30.561328 z -" style="fill:#ffffff;"/> +" style="fill: #ffffff"/> - +" clip-path="url(#p77dfa51f6c)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - +" style="stroke: #000000; stroke-width: 0.8"/> - + - +" transform="scale(0.015625)"/> - + - +" clip-path="url(#p77dfa51f6c)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - +" transform="scale(0.015625)"/> - - - + + + - +" clip-path="url(#p77dfa51f6c)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - +" transform="scale(0.015625)"/> - - - + + + - +" clip-path="url(#p77dfa51f6c)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - +" transform="scale(0.015625)"/> - - - + + + - +" clip-path="url(#p77dfa51f6c)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - +" transform="scale(0.015625)"/> - - - + + + - +" clip-path="url(#p77dfa51f6c)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - +" transform="scale(0.015625)"/> - - - - + + + + - +" clip-path="url(#p77dfa51f6c)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - - - - + + + + - +" clip-path="url(#p77dfa51f6c)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - - - - + + + + @@ -365,120 +367,121 @@ L 704.579876 30.561328 - +" clip-path="url(#p77dfa51f6c)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - +" style="stroke: #000000; stroke-width: 0.8"/> - + - +" transform="scale(0.015625)"/> - + - +" clip-path="url(#p77dfa51f6c)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - + - +" clip-path="url(#p77dfa51f6c)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - +" transform="scale(0.015625)"/> - + @@ -486,316 +489,325 @@ z - - + - + - + - + - + - + - + - - + + - + - + - + - + +" transform="scale(0.015625)"/> - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + - +" clip-path="url(#p77dfa51f6c)" style="fill: none; stroke: #000000; stroke-width: 1.5; stroke-linecap: square"/> +" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/> +" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/> +" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/> +" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/> @@ -836,11 +848,11 @@ L 726.284375 529.521328 L 726.284375 189.321328 L 56.684375 189.321328 z -" style="fill:#ffffff;"/> +" style="fill: #ffffff"/> - +" style="stroke: #000000"/> - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - +" clip-path="url(#p223da99e21)" style="fill: url(#h7499ac9b09); opacity: 0.1; stroke: #808080; stroke-linejoin: miter"/> - +" clip-path="url(#p223da99e21)" style="fill: url(#haa56b60bae); opacity: 0.1; stroke: #808080; stroke-linejoin: miter"/> - +" clip-path="url(#p223da99e21)" style="stroke: #000000; stroke-linejoin: miter"/> - +" clip-path="url(#p223da99e21)" style="stroke: #000000; stroke-linejoin: miter"/> - +" clip-path="url(#p223da99e21)" style="stroke: #000000; stroke-linejoin: miter"/> - +" clip-path="url(#p223da99e21)" style="stroke: #000000; stroke-linejoin: miter"/> - +" clip-path="url(#p223da99e21)" style="stroke: #000000; stroke-linejoin: miter"/> - +" clip-path="url(#p223da99e21)" style="stroke: #000000; stroke-linejoin: miter"/> - +" clip-path="url(#p223da99e21)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - + - +" clip-path="url(#p223da99e21)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - - - + + + - +" clip-path="url(#p223da99e21)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - - - + + + - +" clip-path="url(#p223da99e21)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - - - + + + - +" clip-path="url(#p223da99e21)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - - - + + + - +" clip-path="url(#p223da99e21)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - - - - + + + + - +" clip-path="url(#p223da99e21)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - - - - + + + + - +" clip-path="url(#p223da99e21)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - - - - + + + + @@ -1260,252 +1272,256 @@ L 704.579876 189.321328 - - + - + +" transform="scale(0.015625)"/> - - - - - - - - - - + + + + + + + + + + - +" clip-path="url(#p223da99e21)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - - + +" transform="scale(0.015625)"/> - - - - + + + + - +" clip-path="url(#p223da99e21)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - - - - + + + + - +" clip-path="url(#p223da99e21)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - - - - + + + + - +" clip-path="url(#p223da99e21)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - - - - + + + + - +" clip-path="url(#p223da99e21)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - - - - + + + + - +" clip-path="url(#p223da99e21)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - - - - + + + + - +" clip-path="url(#p223da99e21)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - - - - + + + + - +" clip-path="url(#p223da99e21)" style="fill: none; stroke-dasharray: 2.96,1.28; stroke-dashoffset: 0; stroke: #808080; stroke-opacity: 0.5; stroke-width: 0.8"/> - + - + @@ -1513,52 +1529,53 @@ L 726.284375 189.321328 - - + +" transform="scale(0.015625)"/> - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + - +L 268.175978 395.759957 +L 276.968845 398.706739 +L 283.910583 400.804007 +L 294.091798 403.57722 +L 302.421883 405.620184 +L 312.140315 407.787561 +L 323.247095 410.022824 +L 333.42831 411.879322 +L 345.923438 413.944244 +L 357.955783 415.742633 +L 371.376475 417.561189 +L 388.868719 419.680898 +L 408.165347 421.745422 +L 427.461975 423.572633 +L 449.974707 425.457052 +L 472.48744 427.120936 +L 498.216277 428.799954 +L 527.161219 430.455559 +L 559.322265 432.059121 +L 594.699417 433.590828 +L 633.292672 435.038214 +L 678.318137 436.49111 +L 694.398661 436.958522 +L 694.398661 436.958522 +" clip-path="url(#p223da99e21)" style="fill: none; stroke: #0000ff; stroke-width: 1.5; stroke-linecap: square"/> - +" clip-path="url(#p223da99e21)" style="fill: none; stroke-dasharray: 5.55,2.4; stroke-dashoffset: 0; stroke: #008000; stroke-width: 1.5"/> - +" clip-path="url(#p223da99e21)" style="fill: none; stroke-dasharray: 5.55,2.4; stroke-dashoffset: 0; stroke: #ff0000; stroke-width: 1.5"/> - +" clip-path="url(#p223da99e21)" style="fill: none; stroke-dasharray: 1.5,2.475; stroke-dashoffset: 0; stroke: #c0c0c0; stroke-width: 1.5"/> +" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/> +" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/> +" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/> +" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/> - - + - + - + - + - + - + - + - + +" transform="scale(0.015625)"/> - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - - + - + +" transform="scale(0.015625)"/> - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - - + +" transform="scale(0.015625)"/> - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + @@ -2131,202 +2156,176 @@ Q 494.551786 242.421328 494.551786 246.021328 L 494.551786 297.947203 Q 494.551786 301.547203 498.151786 301.547203 z -" style="fill:#ffffff;opacity:0.2;stroke:#000000;stroke-linejoin:miter;"/> +" style="fill: #ffffff; opacity: 0.2; stroke: #000000; stroke-linejoin: miter"/> - + - +" transform="scale(0.015625)"/> - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + - - + + - - + - +" transform="scale(0.015625)"/> - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + @@ -2341,449 +2340,487 @@ Q 480.845536 333.141328 480.845536 336.741328 L 480.845536 388.667203 Q 480.845536 392.267203 484.445536 392.267203 z -" style="fill:#ffffff;opacity:0.2;stroke:#000000;stroke-linejoin:miter;"/> +" style="fill: #ffffff; opacity: 0.2; stroke: #000000; stroke-linejoin: miter"/> - + - +" transform="scale(0.015625)"/> - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - - + + - +" transform="scale(0.015625)"/> - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - - + - + - + +" transform="scale(0.015625)"/> - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - +" style="fill: #ffffff; opacity: 0.8; stroke: #cccccc; stroke-linejoin: miter"/> - + - + - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - - + + - - + + - - + + +" style="fill: #808080; stroke: #808080; stroke-width: 1.0; stroke-linecap: butt; stroke-linejoin: miter; stroke-opacity: 0.1"/> - - + + +" style="fill: #808080; stroke: #808080; stroke-width: 1.0; stroke-linecap: butt; stroke-linejoin: miter; stroke-opacity: 0.1"/> diff --git a/settle_prediction_steps.py b/settle_prediction_steps.py deleted file mode 100644 index f4214d2..0000000 --- a/settle_prediction_steps.py +++ /dev/null @@ -1,397 +0,0 @@ -""" -Title: Soft ground settlement prediction considering the step loading -Main Developer: Sang Inn Woo, Ph.D. @ Incheon National University -Starting Date: 2022-08-11 -Abstract: -This main objective of this code is to predict -time vs. (consolidation) settlement of soft clay ground -under step loading conditions. -The methodologies used are 1) superposition of time-settlement curves -and 2) nonlinear regression for hyperbolic curves. -""" - -# ================= -# Import 섹션 -# ================= - -import numpy as np -import pandas as pd -import matplotlib.pyplot as plt -from scipy.optimize import least_squares - - - -# ================= -# Function 섹션 -# ================= - -# 주어진 계수를 이용하여 쌍곡선 시간-침하 곡선 반환 -def generate_data_hyper(px, pt): - return pt / (px[0] * pt + px[1]) - -# 회귀식과 측정치와의 잔차 반환 (비선형 쌍곡선) -def fun_hyper_nonlinear(px, pt, py): - return pt / (px[0] * pt + px[1]) - py - -# 회귀식과 측정치와의 잔차 반환 (기존 쌍곡선) -def fun_hyper_original(px, pt, py): - return px[0] * pt + px[1] - pt / py - -# RMSE 산정 -def fun_rmse(py1, py2): - mse = np.square(np.subtract(py1, py2)).mean() - return np.sqrt(mse) - - - -# ================================ -# 파일 설정 / Pre-processing (임시) -# ================================ - -# 파일명 설정 -#filename = "1_S-12.csv" -#filename = "1_SP-11.csv" -#filename = "1_SP-17.csv" -#filename = "1_SP-23.csv" -#filename = "3_SP3-65.csv" -#filename = "3_SP3-68.csv" -filename = "data/4_S-11.csv" - -# 성토 단계 시작 index 리스트 초기화 -step_start_index = [] - -# 성토 단계 끝 index + 1 리스트 초기화 -step_end_index = [] - -# 파일명에 따라서, 성토 단계 index 설정 -if filename == "1_S-12.csv": - step_start_index = [0, 56] - step_end_index = [56, 143] -elif filename == "1_SP-11.csv": - step_start_index = [0, 10, 37, 79] - step_end_index = [10, 37, 79, 124] -elif filename == "1_SP-17.csv": - step_start_index = [0, 122] - step_end_index = [122, 163] -elif filename == "1_SP-23.csv": - step_start_index = [0, 18, 40, 90] - step_end_index = [18, 40, 90, 124] -elif filename == "3_SP3-65.csv": - step_start_index = [0, 94, 136] - step_end_index = [ 94, 136, 182] -elif filename == "3_SP3-68.csv": - step_start_index = [0, 9, 48, 88] - step_end_index = [9, 48, 88, 127] -elif filename == "4_S-11.csv": - step_start_index = [0, 10, 46, 51, 120] - step_end_index = [10, 46, 51, 120, 157] - -# 성토 단계 횟수 파악 및 저장 -num_steps = len(step_start_index) - - - -# ==================== -# 파일 읽기, 데이터 설정 -# ==================== - -# CSV 파일 읽기 -data = pd.read_csv(filename) - -# 시간, 침하량, 성토고 배열 생성 -time = data['Time'].to_numpy() -settle = data['Settle'].to_numpy() -surcharge = data['Surcharge'].to_numpy() - -# 마지막 계측 데이터 index + 1 파악 -final_index = time.size - - - -# ================= -# 성토 단계 구분 -# ================= - -# todo: 성토고 데이터를 분석하여, 각 단계 계측 시작 및 끝일에 해당하는 인덱스 파악 필요 -# 꼭 이전 단계 마지막 인덱스와 현재 단계 처음 인덱스가 이어질 필요는 없음 -# (각 단계별 시간, 침하를 초기화 한후 예측을 수행하므로...) - - - -# =========================== -# 최종 단계 데이터 사용 범위 조정 -# =========================== - -# 최종 성토 단계의 데이터 사용 퍼센트 설정 : 사용자 입력값 -final_step_predict_percent = 60 - -# 데이터 사용 퍼센트에 해당하는 기간 계산 -final_step_end_date = time[-1] -final_step_start_date = time[step_start_index[num_steps - 1]] -final_step_period = final_step_end_date - final_step_start_date -final_step_predict_end_date = final_step_start_date + final_step_period * final_step_predict_percent / 100 - -# 데이터 사용 끝 시점 인덱스 초기화 -final_step_predict_end_index = -1 - -# 데이터 사용 끝 시점 인덱스 검색 -count = 0 -for day in time: - count = count + 1 - if day > final_step_predict_end_date: - final_step_predict_end_index = count - 1 - break - -# 마지막 성토 단계, 마지막 계측 시점 인덱스 업데이트 -step_end_index[num_steps - 1] = final_step_predict_end_index - - - -# ================= -# 추가 예측 구간 반영 -# ================= - -# 추가 예측 일 입력 -add_days = time[-1] - -# 마지막 성토고 및 마지막 계측일 저장 -final_surcharge = surcharge[final_index - 1] -final_time = time[final_index - 1] - -# 추가 시간 및 성토고 배열 설정 (100개의 시점 설정) -time_add = np.linspace(final_time + 1, final_time + add_days, 100) -surcharge_add = np.ones(100) * final_surcharge - -# 기존 시간 및 성토고 배열에 붙이기 -time = np.append(time, time_add) -surcharge = np.append(surcharge, surcharge_add) - -# 마지막 인덱스값 재조정 -final_index = time.size - - - -# ============================= -# Settlement Prediction (Step) -# ============================= - -# 예측 침하량 초기화 -sp_step = np.zeros(time.size) - -# 만일 계수 중에 하나가 음수가 나오면 에러 출력 -error_step = 0 - -# 각 단계별로 진행 -for i in range(0, num_steps): - - # 각 단계별 계측 시점과 계측 침하량 배열 생성 - tm_this_step = time[step_start_index[i]:step_end_index[i]] - sm_this_step = settle[step_start_index[i]:step_end_index[i]] - - # 이전 단계까지 예측 침하량 중 현재 단계에 해당하는 부분 추출 - sp_this_step = sp_step[step_start_index[i]:step_end_index[i]] - - # 현재 단계 시작 부터 끝까지 시간 데이터 추출 - tm_to_end = time[step_start_index[i]:final_index] - - # 기존 예측 침하량에 대한 보정 - sm_this_step = sm_this_step - sp_this_step - - # 초기 시점 및 침하량 산정 - t0_this_step = tm_this_step[0] - s0_this_step = sm_this_step[0] - - # 초기 시점에 대한 시간 조정 - tm_this_step = tm_this_step - t0_this_step - tm_to_end = tm_to_end - t0_this_step - - # 초기 침하량에 대한 침하량 조정 - sm_this_step = sm_this_step - s0_this_step - - # 침하 곡선 계수 초기화 - x0 = np.ones(2) - - # 회귀분석 시행 - res_lsq_hyper_nonlinear \ - = least_squares(fun_hyper_nonlinear, x0, args=(tm_this_step, sm_this_step)) - - # 쌍곡선 계수 저장 및 출력 - x_step = res_lsq_hyper_nonlinear.x - print(x_step) - - # 만일 계수 중에 하나가 음수일 경우, 에러 메세지 출력하고 Break - #if x_step[0] < 0 or x_step[0] < 0 : - # print("More than one parameter is negative!") - # error_step = 1 - # break - - # 현재 단계 예측 침하량 산정 (침하 예측 끝까지) - sp_to_end_update = generate_data_hyper(x_step, tm_to_end) - - # 예측 침하량 업데이트 - sp_step[step_start_index[i]:final_index] = \ - sp_step[step_start_index[i]:final_index] + sp_to_end_update + s0_this_step - - - -# ========================================================= -# Settlement prediction (nonliner and original hyperbolic) -# ========================================================= - -# 성토 마지막 데이터 추출 -tm_hyper = time[step_start_index[num_steps-1]:step_end_index[num_steps-1]] -sm_hyper = settle[step_start_index[num_steps-1]:step_end_index[num_steps-1]] - -# 현재 단계 시작 부터 끝까지 시간 데이터 추출 -time_hyper = time[step_start_index[num_steps-1]:final_index] - -# 초기 시점 및 침하량 산정 -t0_hyper = tm_hyper[0] -s0_hyper = sm_hyper[0] - -# 초기 시점에 대한 시간 조정 -tm_hyper = tm_hyper - t0_hyper -time_hyper = time_hyper - t0_hyper - -# 초기 침하량에 대한 침하량 조정 -sm_hyper = sm_hyper - s0_hyper - -# 회귀분석 시행 (비선형 쌍곡선) -x0 = np.ones(2) -res_lsq_hyper_nonlinear = least_squares(fun_hyper_nonlinear, x0, - args=(tm_hyper, sm_hyper)) -# 비선형 쌍곡선 법 계수 저장 및 출력 -x_hyper_nonlinear = res_lsq_hyper_nonlinear.x -print(x_hyper_nonlinear) - -# 회귀분석 시행 (기존 쌍곡선법) - (0, 0)에 해당하는 초기 데이터를 제외하고 회귀분석 실시 -x0 = np.ones(2) -res_lsq_hyper_original = least_squares(fun_hyper_original, x0, - args=(tm_hyper[1:], sm_hyper[1:])) -# 기존 쌍곡선 법 계수 저장 및 출력 -x_hyper_original = res_lsq_hyper_original.x -print(x_hyper_original) - -# 현재 단계 예측 침하량 산정 (침하 예측 끝까지) -sp_hyper_nonlinear = generate_data_hyper(x_hyper_nonlinear, time_hyper) -sp_hyper_original = generate_data_hyper(x_hyper_original, time_hyper) - -# 예측 침하량 산정 -sp_hyper_nonlinear = sp_hyper_nonlinear + s0_hyper -sp_hyper_original = sp_hyper_original + s0_hyper -time_hyper = time_hyper + t0_hyper - - - -# ========== -# RSME 산정 -# ========== - -# RMSE 계산 데이터 구간 설정 (계측, 단계, 비선형 쌍곡선, 기존 쌍곡선) -sm_rmse = settle[step_start_index[num_steps - 1]:final_step_predict_end_index] -sp_step_rmse = sp_step[step_start_index[num_steps - 1]:final_step_predict_end_index] -sp_hyper_nonlinear_rmse = sp_hyper_nonlinear[:final_step_predict_end_index - step_start_index[num_steps - 1]] -sp_hyper_original_rmse = sp_hyper_original[:final_step_predict_end_index - step_start_index[num_steps - 1]] - -# RMSE 산정 (단계, 비선형 쌍곡선, 기존 쌍곡선) -RMSE_step = fun_rmse(sm_rmse, sp_step_rmse) -RMSE_hyper_nonlinear = fun_rmse(sm_rmse, sp_hyper_nonlinear_rmse) -RMSE_hyper_original = fun_rmse(sm_rmse, sp_hyper_original_rmse) - -# RMSE 출력 (단계, 비선형 쌍곡선, 기존 쌍곡선) -print("RMSE(Nonlinear Hyper + Step): %0.3f" %RMSE_step) -print("RMSE(Nonlinear Hyperbolic): %0.3f" %RMSE_hyper_nonlinear) -print("RMSE(Original Hyperbolic): %0.3f" %RMSE_hyper_original) - - - -# ===================== -# Post-Processing -# ===================== - -# 그래프 크기, 서브 그래프 개수 및 비율 설정 -fig, axes = plt.subplots(2, 1, figsize=(10, 10), - gridspec_kw={'height_ratios':[1,2]}) - -# 성토고 그래프 표시 -axes[0].plot(time, surcharge, color='black', label='surcharge height') - -# 성토고 그래프 설정 -axes[0].set_ylabel("Surcharge height (m)", fontsize=15) -axes[0].set_xlim(left=0) -axes[0].grid(color="gray", alpha=.5, linestyle='--') -axes[0].tick_params(direction='in') - -# 계측 및 예측 침하량 표시 -axes[1].scatter(time[0:settle.size], -settle, s=50, facecolors='white', edgecolors='black', label='measured data') -axes[1].plot(time, -sp_step, linestyle='-', color='blue', label='Nonlinear + Step Loading') -axes[1].plot(time_hyper, -sp_hyper_nonlinear, - linestyle='--', color='green', label='Nonlinear Hyperbolic') -axes[1].plot(time_hyper, -sp_hyper_original, - linestyle='--', color='red', label='Original Hyperbolic') - -# 침하량 그래프 설정 -axes[1].set_xlabel("Time (day)", fontsize=15) -axes[1].set_ylabel("Settlement (mm)", fontsize=15) -axes[1].set_ylim(top=0) -axes[1].set_ylim(bottom=-1.5 * settle.max()) -axes[1].set_xlim(left=0) -axes[1].grid(color="gray", alpha=.5, linestyle='--') -axes[1].tick_params(direction='in') - -# 범례 표시 -axes[1].legend(loc=1, ncol=2, frameon=True, fontsize=12) - -# 예측 데이터 사용 범위 음영 처리 - 단계성토 -plt.axvspan(0, final_step_predict_end_date, - alpha=0.2, color='grey', hatch='///') - -# 예측 데이터 사용 범위 음영 처리 - 기존 및 비선형 쌍곡선 -plt.axvspan(final_step_start_date, final_step_predict_end_date, - alpha=0.2, color='grey', hatch='///') - -# 예측 데이터 사용 범위 표시 화살표 세로 위치 설정 -arrow1_y_loc = 1.3 * min(-settle) -arrow2_y_loc = 1.4 * min(-settle) - -# 예측 데이터 사용 범위 화살표 처리 - 단계성토 -axes[1].arrow(0, arrow1_y_loc, final_step_predict_end_date, 0, - head_width=10, color='black', length_includes_head='True') -axes[1].arrow(final_step_predict_end_date, arrow1_y_loc, -final_step_predict_end_date, 0, - head_width=10, color='black', length_includes_head='True') - -# 예측 데이터 사용 범위 화살표 처리 - 기존 및 비선형 쌍곡선 -axes[1].arrow(final_step_start_date, arrow2_y_loc, - final_step_predict_end_date - final_step_start_date, 0, - head_width=10, color='black', length_includes_head='True') -axes[1].arrow(final_step_predict_end_date, arrow2_y_loc, - final_step_start_date - final_step_predict_end_date, 0, - head_width=10, color='black', length_includes_head='True') - -# Annotation 표시용 공간 설정 -space = max(time) * 0.01 - -# 예측 데이터 사용 범위 범례 표시 - 단계성토 -plt.annotate('Data Range Used (Nonlinear + Step Loading)', xy=(final_step_predict_end_date, arrow1_y_loc), - xytext=(final_step_predict_end_date + space, arrow1_y_loc), - horizontalalignment='left', verticalalignment='center') - -# 예측 데이터 사용 범위 범례 표시 - 기존 및 비선형 쌍곡선 -plt.annotate('Data Range Used (Nonlinear and Original Hyperbolic)', xy=(final_step_predict_end_date, arrow1_y_loc), - xytext=(final_step_predict_end_date + space, arrow2_y_loc), - horizontalalignment='left', verticalalignment='center') - -# RMSE 출력 -mybox = {'facecolor': 'white', 'edgecolor': 'black', 'boxstyle': 'round', 'alpha': 0.4} -plt.text(max(time), 0.25 * min(-settle), - " RMSE (Nonlinear + Step Loading) = %0.3f" % RMSE_step - + "\n" + " RMSE (Nonlinear Hyperbolic) = %0.3f" % RMSE_hyper_nonlinear - + "\n" + " RMSE (Original Hyperbolic) = %0.3f" % RMSE_hyper_original, - color='r', horizontalalignment='right', - verticalalignment='top', fontsize='12', bbox=mybox) - -# 그래프 저장 -plt.savefig('output.svg') - -# 그래프 출력 -plt.show() \ No newline at end of file diff --git a/settle_prediction_steps_Rev.1.py b/settle_prediction_steps_Rev.1.py deleted file mode 100644 index e10488c..0000000 --- a/settle_prediction_steps_Rev.1.py +++ /dev/null @@ -1,244 +0,0 @@ -# ================= -# Import 섹션 -# ================= - -import numpy as np -import pandas as pd -import matplotlib.pyplot as plt -from matplotlib import rcParams -from scipy.optimize import least_squares - - - -# ================= -# Function 섹션 -# ================= - -# 주어진 계수를 이용하여 쌍곡선 시간-침하 곡선 반환 -def generate_data_hyper(px, pt): - return pt / (px[0] * pt + px[1]) - -# 회귀식과 측정치와의 잔차 반환 (비선형 쌍곡선) -def fun_hyper_nonlinear(px, pt, py): - return pt / (px[0] * pt + px[1]) - py - -# 회귀식과 측정치와의 잔차 반환 (기존 쌍곡선) -def fun_hyper_original(px, pt, py): - return px[0] * pt + px[1] - pt / py - -# RMSE 계산 -def fun_rmse(py1, py2): - mse = np.square(np.subtract(py1, py2)). mean() - return np.sqrt(mse) - - -# ================= -# 입력값 설정 -# ================= - -# CSV 파일 읽기 -data = pd.read_csv("4. S-11.csv") - -# 시간, 침하량, 성토고 배열 생성 -time = data['Time'].to_numpy() -settle = data['Settle'].to_numpy() -surcharge = data['Surcharge'].to_numpy() - - -# ================= -# 성토 단계 구분 -# ================= - -step_start_index = [0, 10, 46, 51, 120] # 성토 단계 시작 index -step_end_index = [10, 46, 51, 120, 139] # 실제 최종 성토 종료 index : 157 -final_index = time.size # 마지만 계측 데이터 index + 1 -num_steps = 5 # 성토 단계 횟수 - - -# ================= -# 추가 예측 구간 반영 -# ================= - -# 추가 예측 일 입력 -add_days = 500 - -# 마지막 성토고 및 마지막 계측일 저장 -final_surcharge = surcharge[final_index - 1] -final_time = time[final_index -1] - -# 추가 시간 및 성토고 배열 설정 (100개의 시점 설정) -time_add = np.linspace(final_time + 1, final_time + add_days, 100) -surcharge_add = np.ones(100) * final_surcharge - -# 기존 시간 및 성토고 배열에 붙이기 -time = np.append(time, time_add) -surcharge = np.append(surcharge, surcharge_add) - -# 마지막 인덱스값 재조정 -final_index = time.size - -# ============================= -# Settlement Prediction (Step) -# ============================= - -# 예측 침하량 초기화 -sp = np.zeros(time.size) - -# 각 단계별로 진행 -for i in range(0, num_steps): - - # 각 단계별 계측 시점과 계측 침하량 배열 생성 - tm_this_step = time[step_start_index[i]:step_end_index[i]] - sm_this_step = settle[step_start_index[i]:step_end_index[i]] - - # 이전 단계까지 예측 침하량 중 현재 단계에 해당하는 부분 추출 - sp_this_step = sp[step_start_index[i]:step_end_index[i]] - - # 현재 단계 시작 부터 끝까지 시간 데이터 추출 - tm_to_end = time[step_start_index[i]:final_index] - - # 기존 예측 침하량에 대한 보정 - sm_this_step = sm_this_step - sp_this_step - - # 초기 시점 및 침하량 산정 - t0_this_step = tm_this_step[0] - s0_this_step = sm_this_step[0] - - # 초기 시점에 대한 시간 조정 - tm_this_step = tm_this_step - t0_this_step - tm_to_end = tm_to_end - t0_this_step - - # 초기 침하량에 대한 침하량 조정 - sm_this_step = sm_this_step - s0_this_step - - # 침하 곡선 계수 초기화 - x0 = np.ones(2) - - # 회귀분석 시행 - res_lsq_hyper_nonlinear \ - = least_squares(fun_hyper_nonlinear, x0, args=(tm_this_step, sm_this_step)) - - # 쌍곡선 계수 저장 및 출력 - x_step = res_lsq_hyper_nonlinear.x - print(x_step) - - # 현재 단계 예측 침하량 산정 (침하 예측 끝까지) - sp_to_end_update = generate_data_hyper(x_step, tm_to_end) - - # 예측 침하량 업데이트 - sp[step_start_index[i]:final_index] = \ - sp[step_start_index[i]:final_index] + sp_to_end_update + s0_this_step - -# ========================================================= -# Settlement prediction (nonliner and original hyperbolic) -# ========================================================= - -# 성토 마지막 데이터 추출 -tm_hyper = time[step_start_index[num_steps-1]:step_end_index[num_steps-1]] -sm_hyper = settle[step_start_index[num_steps-1]:step_end_index[num_steps-1]] - -# 현재 단계 시작 부터 끝까지 시간 데이터 추출 -time_hyper = time[step_start_index[num_steps-1]:final_index] - -# 초기 시점 및 침하량 산정 -t0_hyper = tm_hyper[0] -s0_hyper = sm_hyper[0] - -# 초기 시점에 대한 시간 조정 -tm_hyper = tm_hyper - t0_hyper -time_hyper = time_hyper - t0_hyper - -# 초기 침하량에 대한 침하량 조정 -sm_hyper = sm_hyper - s0_hyper - -# 회귀분석 시행 (비선형 쌍곡선) -x0 = np.ones(2) -res_lsq_hyper_nonlinear = least_squares(fun_hyper_nonlinear, x0, - args=(tm_hyper, sm_hyper)) -# 비선형 쌍곡선 법 계수 저장 및 출력 -x_hyper_nonlinear = res_lsq_hyper_nonlinear.x -print(x_hyper_nonlinear) - -# 회귀분석 시행 (기존 쌍곡선법) - (0, 0)에 해당하는 초기 데이터를 제외하고 회귀분석 실시 -x0 = np.ones(2) -res_lsq_hyper_original = least_squares(fun_hyper_original, x0, - args=(tm_hyper[1:], sm_hyper[1:])) -# 기존 쌍곡선 법 계수 저장 및 출력 -x_hyper_original = res_lsq_hyper_original.x -print(x_hyper_original) - -# 현재 단계 예측 침하량 산정 (침하 예측 끝까지) -sp_hyper_nonlinear = generate_data_hyper(x_hyper_nonlinear, time_hyper) -sp_hyper_original = generate_data_hyper(x_hyper_original, time_hyper) - -# 예측 침하량 산정 -sp_hyper_nonlinear = sp_hyper_nonlinear + s0_hyper -sp_hyper_original = sp_hyper_original + s0_hyper -time_hyper = time_hyper + t0_hyper - -# 각 방법에 대한 RMSE 계산 -RMSE_hyper_nonlinear_Step = fun_rmse(settle[step_start_index[-1]:step_end_index[-1]], sp_this_step) - -RMSE_hyper_original = fun_rmse(settle[step_start_index[-1]:step_end_index[-1]], sp_hyper_original[0:(step_end_index[-1]-step_start_index[-1])]) - -RMSE_hyper_nonlinear = fun_rmse(settle[step_start_index[-1]:step_end_index[-1]], sp_hyper_nonlinear[0:(step_end_index[-1]-step_start_index[-1])]) - -# ===================== -# Post-Processing -# ===================== - -# 그래프 크기, 서브 그래프 개수 및 비율 설정 -fig, axes = plt.subplots(2, 1, figsize=(10, 10), - gridspec_kw={'height_ratios':[1,2]}) - -# 성토고 그래프 표시 -axes[0].plot(time, surcharge, color='black', label='surcharge height') - -# 성토고 그래프 설정 -axes[0].set_ylabel("Surcharge height (m)", fontsize=17) -axes[0].set_xlim(left=0) -axes[0].grid(color="gray", alpha=.5, linestyle='--') -axes[0].tick_params(direction='in') - -# 계측 및 예측 침하량 표시 -axes[1].scatter(time[0:settle.size], -settle, s=50, facecolors='white', edgecolors='black', label='measured data') -axes[1].plot(time, -sp, linestyle='-', color='blue', label='Nonlinear + Step Loading') -axes[1].plot(time_hyper, -sp_hyper_nonlinear, - linestyle='--', color='green', label='Nonlinear Hyperbolic') -axes[1].plot(time_hyper, -sp_hyper_original, - linestyle='--', color='red', label='Original Hyperbolic') - -# 침하량 그래프 설정 -axes[1].set_xlabel("Time (day)", fontsize=15) -axes[1].set_ylabel("Settlement (mm)", fontsize=15) -axes[1].set_ylim(top=0) -axes[1].set_ylim(bottom=-1.5 * settle.max()) -axes[1].set_xlim(left=0) -axes[1].grid(color="gray", alpha=.5, linestyle='--') -axes[1].tick_params(direction='in') - -# 범례 표시 -axes[1].legend(loc=1, ncol=2, frameon=True, fontsize=12) - -# 침하예측 활용 구간 표시 -axes[1].axvspan(time[step_start_index[-1]], time[step_end_index[-1]], alpha = 0.2, color = 'gray', hatch = '///') -axes[1].annotate('Date range used', xy=(time[step_end_index[-1]], min(-settle) * 0.5), - xytext=(time[step_end_index[-1]] + 20, min(-settle) * 0.8), - arrowprops=dict(facecolor='black', shrink=0.05), - horizontalalignment='left', verticalalignment='bottom') - - -# RMSE 박스 생성 -mybox = {'facecolor':'red', 'edgecolor':'black', 'boxstyle':'round', 'alpha':0.4} -axes[1].text(0.015 * max(time), -1.4 * max(settle), - " RMSE(Hyperbolic(Nonlinear_Step)) = %0.3f " % RMSE_hyper_nonlinear_Step - + "\n" + " RMSE(Hyperbolic(original)) = %0.3f " % RMSE_hyper_original - + "\n" + " RMSE(Hyperbolic(Nonlinear)) = %0.3f " % RMSE_hyper_nonlinear, - color = 'r', horizontalalignment='left', verticalalignment='bottom', - fontsize='14', bbox=mybox) - -# 그래프 저장 -plt.savefig('4_S-11.svg') - -# 그래프 출력 -plt.show() \ No newline at end of file diff --git a/settle_prediction_steps_no_touch.py b/settle_prediction_steps_no_touch.py deleted file mode 100644 index 31a39c1..0000000 --- a/settle_prediction_steps_no_touch.py +++ /dev/null @@ -1,484 +0,0 @@ -""" -Title: Soft ground settlement prediction considering the step loading -Main Developer: Sang Inn Woo, Ph.D. @ Incheon National University -Starting Date: 2022-08-11 -Abstract: -This main objective of this code is to predict -time vs. (consolidation) settlement curves of soft clay ground -under step loading conditions. -The methodologies used are 1) superposition of time-settlement curves -and 2) nonlinear regression for hyperbolic curves. -""" - -# TODO: Asaoka 법 코드 삽입 - -# ================= -# Import 섹션 -# ================= - -import numpy as np -import pandas as pd -import matplotlib.pyplot as plt -from scipy.optimize import least_squares - - - -# ================= -# Function 섹션 -# ================= - -# 주어진 계수를 이용하여 쌍곡선 시간-침하 곡선 반환 -def generate_data_hyper(px, pt): - return pt / (px[0] * pt + px[1]) - -# 회귀식과 측정치와의 잔차 반환 (비선형 쌍곡선) -def fun_hyper_nonlinear(px, pt, py): - return pt / (px[0] * pt + px[1]) - py - -# 회귀식과 측정치와의 잔차 반환 (기존 쌍곡선) -def fun_hyper_original(px, pt, py): - return px[0] * pt + px[1] - pt / py - -# RMSE 산정 -def fun_rmse(py1, py2): - mse = np.square(np.subtract(py1, py2)).mean() - return np.sqrt(mse) - - - -# ================= -# 파일 설정 / 입력값 -# ================= - -# TODO: Argument를 이용해서 데이터 파일명을 입력 받도록 수정 필요 - -# 데이터 보관 폴더 및 결과 파일 저장 폴더 설정 -data_folder_name = "data" -output_foler_name = "output" - -# 파일명 설정 -#filename = "1_S-12.csv" -#filename = "1_SP-11.csv" -#filename = "1_SP-17.csv" -#filename = "1_SP-23.csv" -#filename = "3_SP3-65.csv" -#filename = "3_SP3-68.csv" -filename = "4_S-11.csv" -#filename = "west_test_2_5_No_54.csv" - -# 최종 성토 단계의 데이터 사용 퍼센트 설정 : 사용자 입력값 -final_step_predict_percent = 20 - -# 추가 계측 구간 퍼센트 설정 : 사용자 입력값 -additional_predict_percent = 100 - -# 성토 단계 시작 index 리스트 초기화 -step_start_index = [] - -# 성토 단계 끝 index + 1 리스트 초기화 -step_end_index = [] - -# TODO: 성토 단계를 분석해서 Step을 설정할 수 있도록 수정할 것 -# 고려사항 1: 안정된 분석을 위해서는 성토 시작일로부터 얼마 후 데이터를 활용할 것인가? --> Buffer 설정 -# 고려사항 2: 데이터 개수가 충분한가? --> 최소 데이터량 결정 -# 고려사항 3: 시간-침하 곡선 형태가 직선이나 음의 곡률을 가질 경우, 어떻게 할 것인가 --> 회귀분석 불가 구역 -# 고려사항 4: 상기 사항을 만족하지 않은 Step을 제외하고 분석을 수행할 수 있는가? - -# 파일명에 따라서, 성토 단계 index 설정 -if filename == "1_S-12.csv": - step_start_index = [0, 56] - step_end_index = [56, 143] -elif filename == "1_SP-11.csv": - step_start_index = [0, 10, 37, 79] - step_end_index = [10, 37, 79, 124] -elif filename == "1_SP-17.csv": - step_start_index = [0, 122] - step_end_index = [122, 163] -elif filename == "1_SP-23.csv": - step_start_index = [0, 18, 40, 90] - step_end_index = [18, 40, 90, 124] -elif filename == "3_SP3-65.csv": - step_start_index = [0, 94, 136] - step_end_index = [ 94, 136, 182] -elif filename == "3_SP3-68.csv": - step_start_index = [0, 9, 48, 88] - step_end_index = [9, 48, 88, 127] -elif filename == "4_S-11.csv": - step_start_index = [0, 10, 46, 51, 120] - step_end_index = [10, 46, 51, 120, 157] -elif filename == "west_test_2_5_No_54.csv": - step_start_index = [111, 195, 269, 287] - step_end_index = [195, 269, 287, 409] - -# 성토 단계 횟수 파악 및 저장 -num_steps = len(step_start_index) - - - -# ==================== -# 파일 읽기, 데이터 설정 -# ==================== - -# CSV 파일 읽기 -data = pd.read_csv(data_folder_name + '/' + filename) - -# 시간, 침하량, 성토고 배열 생성 -time = data['Time'].to_numpy() -settle = data['Settle'].to_numpy() -surcharge = data['Surcharge'].to_numpy() - -# 마지막 계측 데이터 index + 1 파악 -final_index = time.size - - - -# ================= -# 성토 단계 구분 -# ================= - -# todo: 성토고 데이터를 분석하여, 각 단계 계측 시작 및 끝일에 해당하는 인덱스 파악 필요 -# 꼭 이전 단계 마지막 인덱스와 현재 단계 처음 인덱스가 이어질 필요는 없음 -# (각 단계별 시간, 침하를 초기화 한후 예측을 수행하므로...) - - - -# =========================== -# 최종 단계 데이터 사용 범위 조정 -# =========================== - -# 데이터 사용 퍼센트에 해당하는 기간 계산 -final_step_end_date = time[-1] -final_step_start_date = time[step_start_index[num_steps - 1]] -final_step_period = final_step_end_date - final_step_start_date -final_step_predict_end_date = final_step_start_date + final_step_period * final_step_predict_percent / 100 - -# 데이터 사용 끝 시점 인덱스 초기화 -final_step_predict_end_index = -1 - -# 데이터 사용 끝 시점 인덱스 검색 -count = 0 -for day in time: - count = count + 1 - if day > final_step_predict_end_date: - final_step_predict_end_index = count - 1 - break - -# 마지막 성토 단계, 마지막 계측 시점 인덱스 업데이트 -final_step_monitor_end_index = step_end_index[num_steps - 1] -step_end_index[num_steps - 1] = final_step_predict_end_index - - - -# ================= -# 추가 예측 구간 반영 -# ================= - -# 추가 예측 일 입력 (현재 전체 계측일 * 계수) -add_days = (additional_predict_percent / 100) * time[-1] - -# 마지막 성토고 및 마지막 계측일 저장 -final_surcharge = surcharge[final_index - 1] -final_time = time[final_index - 1] - -# 추가 시간 및 성토고 배열 설정 (100개의 시점 설정) -time_add = np.linspace(final_time + 1, final_time + add_days, 100) -surcharge_add = np.ones(100) * final_surcharge - -# 기존 시간 및 성토고 배열에 붙이기 -time = np.append(time, time_add) -surcharge = np.append(surcharge, surcharge_add) - -# 마지막 인덱스값 재조정 -final_index = time.size - - - -# ============================= -# Settlement Prediction (Step) -# ============================= - -# 예측 침하량 초기화 -sp_step = np.zeros(time.size) - -# 만일 계수 중에 하나가 음수가 나오면 에러 출력 -error_step = 0 - -# 각 단계별로 진행 -for i in range(0, num_steps): - - # 각 단계별 계측 시점과 계측 침하량 배열 생성 - tm_this_step = time[step_start_index[i]:step_end_index[i]] - sm_this_step = settle[step_start_index[i]:step_end_index[i]] - - # 이전 단계까지 예측 침하량 중 현재 단계에 해당하는 부분 추출 - sp_this_step = sp_step[step_start_index[i]:step_end_index[i]] - - # 현재 단계 시작 부터 끝까지 시간 데이터 추출 - tm_to_end = time[step_start_index[i]:final_index] - - # 기존 예측 침하량에 대한 보정 - sm_this_step = sm_this_step - sp_this_step - - # 초기 시점 및 침하량 산정 - t0_this_step = tm_this_step[0] - s0_this_step = sm_this_step[0] - - # 초기 시점에 대한 시간 조정 - tm_this_step = tm_this_step - t0_this_step - tm_to_end = tm_to_end - t0_this_step - - # 초기 침하량에 대한 침하량 조정 - sm_this_step = sm_this_step - s0_this_step - - # 침하 곡선 계수 초기화 - x0 = np.ones(2) - - # 회귀분석 시행 - res_lsq_hyper_nonlinear \ - = least_squares(fun_hyper_nonlinear, x0, - bounds=((0, 0),(np.inf, np.inf)), - args=(tm_this_step, sm_this_step)) - - # 쌍곡선 계수 저장 및 출력 - x_step = res_lsq_hyper_nonlinear.x - print(x_step) - - # 만일 계수 중에 하나가 음수일 경우, 에러 메세지 출력하고 Break - #if x_step[0] < 0 or x_step[0] < 0 : - # print("More than one parameter is negative!") - # error_step = 1 - # break - - # 현재 단계 예측 침하량 산정 (침하 예측 끝까지) - sp_to_end_update = generate_data_hyper(x_step, tm_to_end) - - # 예측 침하량 업데이트 - sp_step[step_start_index[i]:final_index] = \ - sp_step[step_start_index[i]:final_index] + sp_to_end_update + s0_this_step - - - -# ========================================================= -# Settlement prediction (nonliner and original hyperbolic) -# ========================================================= - -# 성토 마지막 데이터 추출 -tm_hyper = time[step_start_index[num_steps-1]:step_end_index[num_steps-1]] -sm_hyper = settle[step_start_index[num_steps-1]:step_end_index[num_steps-1]] - -# 현재 단계 시작 부터 끝까지 시간 데이터 추출 -time_hyper = time[step_start_index[num_steps-1]:final_index] - -# 초기 시점 및 침하량 산정 -t0_hyper = tm_hyper[0] -s0_hyper = sm_hyper[0] - -# 초기 시점에 대한 시간 조정 -tm_hyper = tm_hyper - t0_hyper -time_hyper = time_hyper - t0_hyper - -# 초기 침하량에 대한 침하량 조정 -sm_hyper = sm_hyper - s0_hyper - -# 회귀분석 시행 (비선형 쌍곡선) -x0 = np.ones(2) -res_lsq_hyper_nonlinear = least_squares(fun_hyper_nonlinear, x0, - args=(tm_hyper, sm_hyper)) -# 비선형 쌍곡선 법 계수 저장 및 출력 -x_hyper_nonlinear = res_lsq_hyper_nonlinear.x -print(x_hyper_nonlinear) - -# 회귀분석 시행 (기존 쌍곡선법) - (0, 0)에 해당하는 초기 데이터를 제외하고 회귀분석 실시 -x0 = np.ones(2) -res_lsq_hyper_original = least_squares(fun_hyper_original, x0, - args=(tm_hyper[1:], sm_hyper[1:])) -# 기존 쌍곡선 법 계수 저장 및 출력 -x_hyper_original = res_lsq_hyper_original.x -print(x_hyper_original) - -# 현재 단계 예측 침하량 산정 (침하 예측 끝까지) -sp_hyper_nonlinear = generate_data_hyper(x_hyper_nonlinear, time_hyper) -sp_hyper_original = generate_data_hyper(x_hyper_original, time_hyper) - -# 예측 침하량 산정 -sp_hyper_nonlinear = sp_hyper_nonlinear + s0_hyper -sp_hyper_original = sp_hyper_original + s0_hyper -time_hyper = time_hyper + t0_hyper - - - -# ========== -# 에러 산정 -# ========== - -# RMSE 계산 데이터 구간 설정 (계측) -sm_rmse = settle[final_step_predict_end_index:final_step_monitor_end_index] - -# RMSE 계산 데이터 구간 설정 (단계) -sp_step_rmse = sp_step[final_step_predict_end_index:final_step_monitor_end_index] - -# RMSE 계산 데이터 구간 설정 (쌍곡선) -sp_hyper_nonlinear_rmse = sp_hyper_nonlinear[final_step_predict_end_index - step_start_index[num_steps - 1]: - final_step_predict_end_index - step_start_index[num_steps - 1] + - final_step_monitor_end_index - final_step_predict_end_index] -sp_hyper_original_rmse = sp_hyper_original[final_step_predict_end_index - step_start_index[num_steps - 1]: - final_step_predict_end_index - step_start_index[num_steps - 1] + - final_step_monitor_end_index - final_step_predict_end_index] - -# RMSE 산정 (단계, 비선형 쌍곡선, 기존 쌍곡선) -RMSE_step = fun_rmse(sm_rmse, sp_step_rmse) -RMSE_hyper_nonlinear = fun_rmse(sm_rmse, sp_hyper_nonlinear_rmse) -RMSE_hyper_original = fun_rmse(sm_rmse, sp_hyper_original_rmse) - -# RMSE 출력 (단계, 비선형 쌍곡선, 기존 쌍곡선) -print("RMSE (Nonlinear Hyper + Step): %0.3f" %RMSE_step) -print("RMSE (Nonlinear Hyperbolic): %0.3f" %RMSE_hyper_nonlinear) -print("RMSE (Original Hyperbolic): %0.3f" %RMSE_hyper_original) - -# (최종 계측 침하량 - 예측 침하량) 계산 -final_error_step = settle[-1] - sp_step_rmse[-1] -final_error_hyper_nonlinear = settle[-1] - sp_hyper_nonlinear_rmse[-1] -final_error_hyper_original = settle[-1] - sp_hyper_original_rmse[-1] - -# (최종 계측 침하량 - 예측 침하량) 출력 (단계, 비선형 쌍곡선, 기존 쌍곡선) -print("Error in Final Settlement (Nonlinear Hyper + Step): %0.3f" %final_error_step) -print("Error in Final Settlement (Nonlinear Hyperbolic): %0.3f" %final_error_hyper_nonlinear) -print("Error in Final Settlement (Original Hyperbolic): %0.3f" %final_error_hyper_original) - - - -# ===================== -# Post-Processing -# ===================== - -# 그래프 크기, 서브 그래프 개수 및 비율 설정 -fig, axes = plt.subplots(2, 1, figsize=(12, 9), - gridspec_kw={'height_ratios':[1,3]}) - -# 성토고 그래프 표시 -axes[0].plot(time, surcharge, color='black', label='surcharge height') - -# 성토고 그래프 설정 -axes[0].set_ylabel("Surcharge height (m)", fontsize=15) -axes[0].set_xlim(left=0) -axes[0].grid(color="gray", alpha=.5, linestyle='--') -axes[0].tick_params(direction='in') - -# 계측 및 예측 침하량 표시 -axes[1].scatter(time[0:settle.size], -settle, s=50, facecolors='white', edgecolors='black', label='measured data') -axes[1].plot(time[step_start_index[0]:], -sp_step[step_start_index[0]:], linestyle='-', color='blue', label='Nonlinear + Step Loading') -axes[1].plot(time_hyper, -sp_hyper_nonlinear, - linestyle='--', color='green', label='Nonlinear Hyperbolic') -axes[1].plot(time_hyper, -sp_hyper_original, - linestyle='--', color='red', label='Original Hyperbolic') - -# 침하량 그래프 설정 -axes[1].set_xlabel("Time (day)", fontsize=15) -axes[1].set_ylabel("Settlement (cm)", fontsize=15) -axes[1].set_ylim(top=0) -axes[1].set_ylim(bottom=-1.5 * settle.max()) -axes[1].set_xlim(left=0) -axes[1].grid(color="gray", alpha=.5, linestyle='--') -axes[1].tick_params(direction='in') - -# 범례 표시 -axes[1].legend(loc=1, ncol=2, frameon=True, fontsize=12) - -# 예측 데이터 사용 범위 음영 처리 - 단계성토 -plt.axvspan(time[step_start_index[0]], final_step_predict_end_date, - alpha=0.1, color='grey', hatch='//') - -# 예측 데이터 사용 범위 음영 처리 - 기존 및 비선형 쌍곡선 -plt.axvspan(final_step_start_date, final_step_predict_end_date, - alpha=0.1, color='grey', hatch='\\') - -# 예측 데이터 사용 범위 표시 화살표 세로 위치 설정 -arrow1_y_loc = 1.3 * min(-settle) -arrow2_y_loc = 1.4 * min(-settle) - -# 화살표 크기 설정 -arrow_head_width = 0.03 * max(settle) -arrow_head_length = 0.01 * max(time) - -# 예측 데이터 사용 범위 화살표 처리 - 단계성토 -axes[1].arrow(time[step_start_index[0]], arrow1_y_loc, - final_step_predict_end_date - time[step_start_index[0]], 0, - head_width=arrow_head_width, head_length=arrow_head_length, - color='black', length_includes_head='True') -axes[1].arrow(final_step_predict_end_date, arrow1_y_loc, - time[step_start_index[0]] - final_step_predict_end_date, 0, - head_width=arrow_head_width, head_length=arrow_head_length, - color='black', length_includes_head='True') - -# 예측 데이터 사용 범위 화살표 처리 - 기존 및 비선형 쌍곡선 -axes[1].arrow(final_step_start_date, arrow2_y_loc, - final_step_predict_end_date - final_step_start_date, 0, - head_width=arrow_head_width, head_length=arrow_head_length, - color='black', length_includes_head='True') -axes[1].arrow(final_step_predict_end_date, arrow2_y_loc, - final_step_start_date - final_step_predict_end_date, 0, - head_width=arrow_head_width, head_length=arrow_head_length, - color='black', length_includes_head='True') - -# Annotation 표시용 공간 설정 -space = max(time) * 0.01 - -# 예측 데이터 사용 범위 범례 표시 - 단계성토 -plt.annotate('Data Range Used (Nonlinear + Step Loading)', xy=(final_step_predict_end_date, arrow1_y_loc), - xytext=(final_step_predict_end_date + space, arrow1_y_loc), - horizontalalignment='left', verticalalignment='center') - -# 예측 데이터 사용 범위 범례 표시 - 기존 및 비선형 쌍곡선 -plt.annotate('Data Range Used (Nonlinear and Original Hyperbolic)', xy=(final_step_predict_end_date, arrow1_y_loc), - xytext=(final_step_predict_end_date + space, arrow2_y_loc), - horizontalalignment='left', verticalalignment='center') - -# RMSE 산정 범위 표시 화살표 세로 위치 설정 -arrow3_y_loc = 0.55 * min(-settle) - -# RMSE 산정 범위 화살표 표시 -axes[1].arrow(final_step_predict_end_date, arrow3_y_loc, - final_step_end_date - final_step_predict_end_date, 0, - head_width=arrow_head_width, head_length=arrow_head_length, - color='black', length_includes_head='True') -axes[1].arrow(final_step_end_date, arrow3_y_loc, - final_step_predict_end_date - final_step_end_date, 0, - head_width=arrow_head_width, head_length=arrow_head_length, - color='black', length_includes_head='True') - -# RMSE 산정 범위 세로선 설정 -axes[1].axvline(x=final_step_end_date, color='silver', linestyle=':') - -# RMSE 산정 범위 범례 표시 -plt.annotate('RMSE Estimation Section', xy=(final_step_end_date, arrow3_y_loc), - xytext=(final_step_end_date + space, arrow3_y_loc), - horizontalalignment='left', verticalalignment='center') - -# RMSE 출력 -mybox = {'facecolor': 'white', 'edgecolor': 'black', 'boxstyle': 'round', 'alpha': 0.2} -plt.text(max(time), 0.25 * min(-settle), - "Root Mean Squared Error" - + "\n" + "Nonlinear + Step Loading: %0.3f" % RMSE_step - + "\n" + "Nonlinear Hyperbolic: %0.3f" % RMSE_hyper_nonlinear - + "\n" + "Original Hyperbolic: %0.3f" % RMSE_hyper_original, - color='r', horizontalalignment='right', - verticalalignment='top', fontsize='12', bbox=mybox) - -# (최종 계측 침하량 - 예측값) 출력 -plt.text(max(time), 0.65 * min(-settle), - "Error in Final Monitored Settlement" - + "\n" + "Nonlinear + Step Loading: %0.3f" % final_error_step - + "\n" + "Nonlinear Hyperbolic: %0.3f" % final_error_hyper_nonlinear - + "\n" + "Original Hyperbolic: %0.3f" % final_error_hyper_original, - color='r', horizontalalignment='right', - verticalalignment='top', fontsize='12', bbox=mybox) - -# 그래프 제목 표시 -plt.title(filename + ": up to %i%% data used in the final step" % final_step_predict_percent) - -# 그래프 저장 (SVG 및 PNG) -plt.savefig(output_foler_name + '/' + filename +' %i percent (SVG).svg' %final_step_predict_percent, bbox_inches='tight') -plt.savefig(output_foler_name + '/' + filename +' %i percent (PNG).png' %final_step_predict_percent, bbox_inches='tight') - -# 그래프 출력 -plt.show() \ No newline at end of file diff --git a/settle_prediction_steps_20220921(SS).py b/settle_prediction_steps_v0.5.py similarity index 92% rename from settle_prediction_steps_20220921(SS).py rename to settle_prediction_steps_v0.5.py index 181d012..2fe0314 100644 --- a/settle_prediction_steps_20220921(SS).py +++ b/settle_prediction_steps_v0.5.py @@ -57,14 +57,12 @@ data_folder_name = "data" output_foler_name = "output" # 파일명 설정 -#filename = "1_S-12.csv" +filename = "1_S-12.csv" #filename = "1_SP-11.csv" -#filename = "1_SP-17.csv" #filename = "1_SP-23.csv" #filename = "3_SP3-65.csv" #filename = "3_SP3-68.csv" -filename = "4_S-11.csv" -#filename = "west_test_2_5_No_54.csv" +#filename = "4_S-11.csv" # 최종 성토 단계의 데이터 사용 퍼센트 설정 : 사용자 입력값 final_step_predict_percent = 20 @@ -72,46 +70,14 @@ final_step_predict_percent = 20 # 추가 계측 구간 퍼센트 설정 : 사용자 입력값 additional_predict_percent = 100 -# 성토 단계 시작 index 리스트 초기화 -step_start_index = [] +# 성토고 구분 버퍼값 : 사용자 입력값 +step_date_buffer = 35 -# 성토 단계 끝 index + 1 리스트 초기화 -step_end_index = [] +# 안정된 분석을 위해서는 충분히 많은 데이터가 필요함 +# 성토 단계가 너무 짧을 경우, 데이터 개수가 충분치 않아 해석이 힘듦 +# Buffer 설정: 최소 30일 이상의 방치 기간 필요 설정 -# TODO: 성토 단계를 분석해서 Step을 설정할 수 있도록 수정할 것 -# 고려사항 1: 안정된 분석을 위해서는 성토 시작일로부터 얼마 후 데이터를 활용할 것인가? --> Buffer 설정 -# 고려사항 2: 데이터 개수가 충분한가? --> 최소 데이터량 결정 -# 고려사항 3: 시간-침하 곡선 형태가 직선이나 음의 곡률을 가질 경우, 어떻게 할 것인가 --> 회귀분석 불가 구역 -# 고려사항 4: 상기 사항을 만족하지 않은 Step을 제외하고 분석을 수행할 수 있는가? -# 파일명에 따라서, 성토 단계 index 설정 -''' -if filename == "1_S-12.csv": - step_start_index = [0, 56] - step_end_index = [56, 143] -elif filename == "1_SP-11.csv": - step_start_index = [0, 10, 37, 79] - step_end_index = [10, 37, 79, 124] -elif filename == "1_SP-17.csv": - step_start_index = [0, 122] - step_end_index = [122, 163] -elif filename == "1_SP-23.csv": - step_start_index = [0, 18, 40, 90] - step_end_index = [18, 40, 90, 124] -elif filename == "3_SP3-65.csv": - step_start_index = [0, 94, 136] - step_end_index = [ 94, 136, 182] -elif filename == "3_SP3-68.csv": - step_start_index = [0, 9, 48, 88] - step_end_index = [9, 48, 88, 127] -elif filename == "4_S-11.csv": - step_start_index = [0, 10, 46, 51, 120] - step_end_index = [10, 46, 51, 120, 157] -elif filename == "west_test_2_5_No_54.csv": - step_start_index = [111, 195, 269, 287] - step_end_index = [195, 269, 287, 409] - -''' # ==================== # 파일 읽기, 데이터 설정 @@ -129,29 +95,72 @@ surcharge = data['Surcharge'].to_numpy() final_index = time.size + # ================= # 성토 단계 구분 # ================= -# 성토 단계 index 생성 -current_surcharge = surcharge[0] +# 성토 단계 시작 index 리스트 초기화 step_start_index = [0] -start_index_counter = 0 + +# 성토 단계 끝 index 리스트 초기화 step_end_index = [] -for index in range(len(surcharge)) : - if surcharge[index]!=current_surcharge : - current_surcharge = surcharge[index] - step_start_index.append(index) - step_end_index.append(index) - start_index_counter = start_index_counter + 1 +# 현재 성토고 설정 +current_surcharge = surcharge[0] - if index == len(surcharge) - 1: - step_end_index.append(index) +# 단계 시작 시점 초기화 +step_start_date = 0 + +# 모든 시간-성토고 데이터에서 순차적으로 확인 +for index in range(len(surcharge)): + + # 만일 성토고의 변화가 있을 경우, + if surcharge[index] != current_surcharge: + + # 현재 시간과 성토로를 설정 + current_date = time[index] + current_surcharge = surcharge[index] + + # 시간 SPAN이 30일 이상일 경우, + if current_date - step_start_date > step_date_buffer: + # Index를 추가함 + step_end_index.append(index) + step_start_index.append(index) + + # 단계 시작일 업데이트 + step_start_date = current_date + +# 마지막 성토 단계 끝 index 추가 +step_end_index.append(len(surcharge) - 1) # 성토 단계 횟수 파악 및 저장 num_steps = len(step_start_index) +# TODO: 직접 파악한 성토 단계 index와 코드로 파악한 성토 단계 index 비교 필요 +''' 직접 파악한 성토 단계 index +if filename == "1_S-12.csv": + step_start_index = [0, 56] + step_end_index = [56, 143] +elif filename == "1_SP-11.csv": + step_start_index = [0, 10, 37, 79] + step_end_index = [10, 37, 79, 124] +elif filename == "1_SP-23.csv": + step_start_index = [0, 18, 40, 90] + step_end_index = [18, 40, 90, 124] +elif filename == "3_SP3-65.csv": + step_start_index = [0, 94, 136] + step_end_index = [ 94, 136, 182] +elif filename == "3_SP3-68.csv": + step_start_index = [0, 9, 48, 88] + step_end_index = [9, 48, 88, 127] +elif filename == "4_S-11.csv": + step_start_index = [0, 10, 46, 51, 120] + step_end_index = [10, 46, 51, 120, 157] +''' + + + # =========================== # 최종 단계 데이터 사용 범위 조정 # ===========================