From e900081dc766a6ef5d05036aa29ea90e5eca7dff Mon Sep 17 00:00:00 2001 From: kicap1992 Date: Mon, 21 Mar 2022 00:20:19 +0800 Subject: [PATCH] first commit --- .../Pengujian Notebook-checkpoint.ipynb | 259 ++++++++++++++++++ Pengujian Notebook.ipynb | 210 ++++++++++++++ app.py | 124 +++++++++ bacaan/ustazah/1/ustazah/1/1.wav | Bin 0 -> 358302 bytes bacaan/ustazah/1/ustazah/2/2.wav | Bin 0 -> 346094 bytes bacaan/ustazah/1/ustazah/3/3.wav | Bin 0 -> 337950 bytes bacaan/ustazah/1/ustazah/4/4.wav | Bin 0 -> 333878 bytes bacaan/ustazah/1/ustazah/5/5.wav | Bin 0 -> 370518 bytes bacaan/ustazah/1/ustazah/6/6.wav | Bin 0 -> 423438 bytes bacaan/ustazah/2/ustazah/1/1.wav | Bin 0 -> 376534 bytes bacaan/ustazah/2/ustazah/2/2.wav | Bin 0 -> 427766 bytes bacaan/ustazah/3/ustazah/1/1.wav | Bin 0 -> 100254 bytes bacaan/ustazah/3/ustazah/2/2.wav | Bin 0 -> 94638 bytes bacaan/ustazah/3/ustazah/3/3.wav | Bin 0 -> 105878 bytes bacaan/ustazah/4/ustazah/1/1.wav | Bin 0 -> 87626 bytes bacaan/ustazah/4/ustazah/2/2.wav | Bin 0 -> 123878 bytes bacaan/ustazah/4/ustazah/3/3.wav | Bin 0 -> 124218 bytes bacaan/ustazah/5/ustazah/1/1.wav | Bin 0 -> 115118 bytes bacaan/ustazah/5/ustazah/2/2.wav | Bin 0 -> 124078 bytes bacaan/ustazah/5/ustazah/3/3.wav | Bin 0 -> 130054 bytes bacaan/ustazah/6/ustazah/1/1.wav | Bin 0 -> 289910 bytes bacaan/ustazah/6/ustazah/2/2.wav | Bin 0 -> 319046 bytes bacaan/ustazah/6/ustazah/3/3.wav | Bin 0 -> 297382 bytes bacaan/ustazah/b&t/b1.wav | Bin 0 -> 664754 bytes bacaan/ustazah/b&t/b2.wav | Bin 0 -> 604074 bytes bacaan/ustazah/b&t/t1.wav | Bin 0 -> 823514 bytes bacaan/ustazah/b&t/t2.wav | Bin 0 -> 777182 bytes readme.md | 7 + spec.png | Bin 0 -> 23134 bytes spec1.png | Bin 0 -> 27762 bytes test.py | 40 +++ 31 files changed, 640 insertions(+) create mode 100644 .ipynb_checkpoints/Pengujian Notebook-checkpoint.ipynb create mode 100644 Pengujian Notebook.ipynb create mode 100644 app.py create mode 100644 bacaan/ustazah/1/ustazah/1/1.wav create mode 100644 bacaan/ustazah/1/ustazah/2/2.wav create mode 100644 bacaan/ustazah/1/ustazah/3/3.wav create mode 100644 bacaan/ustazah/1/ustazah/4/4.wav create mode 100644 bacaan/ustazah/1/ustazah/5/5.wav create mode 100644 bacaan/ustazah/1/ustazah/6/6.wav create mode 100644 bacaan/ustazah/2/ustazah/1/1.wav create mode 100644 bacaan/ustazah/2/ustazah/2/2.wav create mode 100644 bacaan/ustazah/3/ustazah/1/1.wav create mode 100644 bacaan/ustazah/3/ustazah/2/2.wav create mode 100644 bacaan/ustazah/3/ustazah/3/3.wav create mode 100644 bacaan/ustazah/4/ustazah/1/1.wav create mode 100644 bacaan/ustazah/4/ustazah/2/2.wav create mode 100644 bacaan/ustazah/4/ustazah/3/3.wav create mode 100644 bacaan/ustazah/5/ustazah/1/1.wav create mode 100644 bacaan/ustazah/5/ustazah/2/2.wav create mode 100644 bacaan/ustazah/5/ustazah/3/3.wav create mode 100644 bacaan/ustazah/6/ustazah/1/1.wav create mode 100644 bacaan/ustazah/6/ustazah/2/2.wav create mode 100644 bacaan/ustazah/6/ustazah/3/3.wav create mode 100644 bacaan/ustazah/b&t/b1.wav create mode 100644 bacaan/ustazah/b&t/b2.wav create mode 100644 bacaan/ustazah/b&t/t1.wav create mode 100644 bacaan/ustazah/b&t/t2.wav create mode 100644 readme.md create mode 100644 spec.png create mode 100644 spec1.png create mode 100644 test.py diff --git a/.ipynb_checkpoints/Pengujian Notebook-checkpoint.ipynb b/.ipynb_checkpoints/Pengujian Notebook-checkpoint.ipynb new file mode 100644 index 0000000..04178a6 --- /dev/null +++ b/.ipynb_checkpoints/Pengujian Notebook-checkpoint.ipynb @@ -0,0 +1,259 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "18344f66", + "metadata": {}, + "source": [ + "### Load Suara Ke Librosa dan Menghitung nilai MFCC\n", + "#### MFCC (Mel-frequency cepstral coefficients) dihitung dalam bentuk 2D array (List) " + ] + }, + { + "cell_type": "code", + "execution_count": 224, + "id": "d1249996", + "metadata": {}, + "outputs": [], + "source": [ + "import librosa\n", + "import librosa.display as display\n", + "import matplotlib.pyplot as plt\n", + "import math\n", + "\n", + "import warnings\n", + "warnings.filterwarnings(\"ignore\")\n", + "\n", + "y1, sr1 = librosa.load('t1.wav')\n", + "y2, sr2 = librosa.load('tp2.wav')\n", + "\n", + "\n", + "# plt.subplot(1, 2, 1) \n", + "mfcc1 = librosa.feature.mfcc(y1,sr1) #Computing MFCC values\n", + "# # print(mfcc1)\n", + "# display.specshow(mfcc1)\n", + "\n", + "# plt.subplot(1, 2, 2)\n", + "mfcc2 = librosa.feature.mfcc(y2, sr2)\n", + "# # print(mfcc2)\n", + "# display.specshow(mfcc2)" + ] + }, + { + "cell_type": "markdown", + "id": "d6cf40b3", + "metadata": {}, + "source": [ + "#### Menampilkan visualisasi suara 1 dalam bentuk waveshow " + ] + }, + { + "cell_type": "code", + "execution_count": 232, + "id": "b181d059", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# fig, ax = plt.subplots()\n", + "plt.figure(figsize=(14, 5))\n", + "display.waveshow(y1, sr=sr1)\n", + "plt.savefig('spec.png')" + ] + }, + { + "cell_type": "markdown", + "id": "ed9cd674", + "metadata": {}, + "source": [ + "#### Menampilkan visualisasi suara 2 dalam bentuk waveshow " + ] + }, + { + "cell_type": "code", + "execution_count": 226, + "id": "63d741cd", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(14, 5))\n", + "display.waveshow(y2, sr=sr2)\n", + "plt.savefig('spec1.png')" + ] + }, + { + "cell_type": "markdown", + "id": "d7f4e028", + "metadata": {}, + "source": [ + "#### Menghitung jarak normlisasi antara dua suara\n", + "#### Semakin dekat dengan angka 0, semakin mirip/sama kedua suara tersebut" + ] + }, + { + "cell_type": "code", + "execution_count": 227, + "id": "31bc2889", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Normalized distance between the two sounds: 159990.09994506836\n" + ] + } + ], + "source": [ + "from dtw import dtw\n", + "from numpy.linalg import norm\n", + "\n", + "dist, cost, acc_cost, path = dtw(mfcc1.T, mfcc2.T, dist=lambda x, y: norm(x - y, ord=1))\n", + "print('Normalized distance between the two sounds: '+ dist.__str__())" + ] + }, + { + "cell_type": "markdown", + "id": "38e21fb6", + "metadata": {}, + "source": [ + "#### Menghitung kesamaan/kemiripan dua suara dengan sumus cosine_similarity" + ] + }, + { + "cell_type": "code", + "execution_count": 228, + "id": "ccb9aca0", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0.6655466708653589\n" + ] + } + ], + "source": [ + "# def cosine_similarity(a,b):\n", + "# return dot(a,b) / ( (dot(a,a) **.5) * (dot(b,b) ** .5) )\n", + "\n", + "def dot(A,B): \n", + " return (sum(a*b for a,b in zip(A,B)))\n", + "\n", + "def cosine_similarity(a,b):\n", + " return dot(a,b) / ( (dot(a,a) **.5) * (dot(b,b) ** .5) )\n", + " \n", + "# def cosine_similarity1(v1,v2):\n", + "# # \"compute cosine similarity of v1 to v2: (v1 dot v2)/{||v1||*||v2||)\"\n", + "# sumxx, sumxy, sumyy = 0, 0, 0\n", + "# for i in range(len(v1)):\n", + "# x = v1[i]; y = v2[i]\n", + "# sumxx += x*x\n", + "# sumyy += y*y\n", + "# sumxy += x*y\n", + "# return sumxy/math.sqrt(sumxx*sumyy)\n", + "\n", + "array1 = []\n", + "for nums in mfcc1:\n", + " for val in nums:\n", + " array1.append(val)\n", + " \n", + "array2 = []\n", + "for nums in mfcc2:\n", + " for val in nums:\n", + " array2.append(val)\n", + " \n", + "# print(cosine_similarity1(array1, array2))\n", + "print(cosine_similarity(array1, array2))" + ] + }, + { + "cell_type": "code", + "execution_count": 229, + "id": "f85a033e", + "metadata": {}, + "outputs": [], + "source": [ + "# hop_length = 1024\n", + "# y_ref, sr = librosa.load(\"t1.wav\")\n", + "# y_comp, sr = librosa.load(\"coba.wav\")\n", + "# chroma_ref = librosa.feature.chroma_cqt(y=y_ref, \n", + "# sr=sr,hop_length=hop_length)\n", + "# chroma_comp = librosa.feature.chroma_cqt(y=y_comp, \n", + "# sr=sr, hop_length=hop_length)\n", + "\n", + "# x_ref = librosa.feature.stack_memory(\n", + "# chroma_ref, n_steps=10, delay=3)\n", + "# x_comp = librosa.feature.stack_memory(\n", + "# chroma_comp, n_steps=10, delay=3)\n", + "# xsim = librosa.segment.cross_similarity(x_comp, x_ref)\n", + "\n", + "# # print(xsim)\n", + "\n", + "# fig, ax = plt.subplots()\n", + "# display.specshow(xsim, x_axis='s', y_axis='time', hop_length=hop_length, ax=ax)\n", + "# plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 230, + "id": "d9433586", + "metadata": {}, + "outputs": [], + "source": [ + "# plt.imshow(cost.T, origin='lower', cmap=plt.get_cmap('gray'), interpolation='nearest')\n", + "# plt.plot(path[0], path[1], 'w') #creating plot for DTW\n", + "\n", + "# plt.show()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.6" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/Pengujian Notebook.ipynb b/Pengujian Notebook.ipynb new file mode 100644 index 0000000..9f83eac --- /dev/null +++ b/Pengujian Notebook.ipynb @@ -0,0 +1,210 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "7d2216e0", + "metadata": {}, + "source": [ + "### Load Suara Ke Librosa dan Menghitung nilai MFCC\n", + "#### MFCC (Mel-frequency cepstral coefficients) dihitung dalam bentuk 2D array (List) " + ] + }, + { + "cell_type": "code", + "execution_count": 77, + "id": "55e239c0", + "metadata": {}, + "outputs": [], + "source": [ + "import librosa\n", + "import librosa.display as display\n", + "import matplotlib.pyplot as plt\n", + "import math\n", + "\n", + "import warnings\n", + "warnings.filterwarnings(\"ignore\")\n", + "\n", + "y1, sr1 = librosa.load('bacaan/ustazah/1/ustazah/1/1.wav')\n", + "y2, sr2 = librosa.load('1~12.wav')\n", + "\n", + "\n", + "# plt.subplot(1, 2, 1) \n", + "mfcc1 = librosa.feature.mfcc(y1,sr1) #Computing MFCC values\n", + "# # print(mfcc1)\n", + "# display.specshow(mfcc1)\n", + "\n", + "# plt.subplot(1, 2, 2)\n", + "mfcc2 = librosa.feature.mfcc(y2,sr2) \n", + "# # print(mfcc2)\n", + "# display.specshow(mfcc2)" + ] + }, + { + "cell_type": "markdown", + "id": "1b86b52f", + "metadata": {}, + "source": [ + "#### Menampilkan visualisasi suara 1 dalam bentuk waveshow " + ] + }, + { + "cell_type": "code", + "execution_count": 78, + "id": "b181d059", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# fig, ax = plt.subplots()\n", + "plt.figure(figsize=(14, 5))\n", + "display.waveshow(y1, sr=sr1)\n", + "plt.savefig('spec.png')" + ] + }, + { + "cell_type": "markdown", + "id": "802547fa", + "metadata": {}, + "source": [ + "#### Menampilkan visualisasi suara 2 dalam bentuk waveshow " + ] + }, + { + "cell_type": "code", + "execution_count": 79, + "id": "137ac26f", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(14, 5))\n", + "display.waveshow(y2, sr=sr2)\n", + "plt.savefig('spec1.png')" + ] + }, + { + "cell_type": "markdown", + "id": "5b8fb13c", + "metadata": {}, + "source": [ + "#### Menghitung jarak normlisasi antara dua suara\n", + "#### Semakin dekat dengan angka 0, semakin mirip/sama kedua suara tersebut" + ] + }, + { + "cell_type": "code", + "execution_count": 80, + "id": "31bc2889", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Normalized distance between the two sounds: 35539.630615234375\n" + ] + } + ], + "source": [ + "from dtw import dtw\n", + "from numpy.linalg import norm\n", + "\n", + "dist, cost, acc_cost, path = dtw(mfcc1.T, mfcc2.T, dist=lambda x, y: norm(x - y, ord=1))\n", + "print('Normalized distance between the two sounds: '+ dist.__str__())" + ] + }, + { + "cell_type": "markdown", + "id": "00f25b00", + "metadata": {}, + "source": [ + "#### Menghitung kesamaan/kemiripan dua suara dengan sumus cosine_similarity" + ] + }, + { + "cell_type": "code", + "execution_count": 81, + "id": "ccb9aca0", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0.6609852797540173\n" + ] + } + ], + "source": [ + "\n", + "\n", + "def dot(A,B): \n", + " return (sum(a*b for a,b in zip(A,B)))\n", + "\n", + "def cosine_similarity(a,b):\n", + " return dot(a,b) / ( (dot(a,a) **.5) * (dot(b,b) ** .5) )\n", + " \n", + "\n", + "array1 = []\n", + "for nums in mfcc1:\n", + " for val in nums:\n", + " array1.append(val)\n", + " \n", + "array2 = []\n", + "for nums in mfcc2:\n", + " for val in nums:\n", + " array2.append(val)\n", + " \n", + "\n", + "print(cosine_similarity(array1, array2))" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.6" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/app.py b/app.py new file mode 100644 index 0000000..81d3cec --- /dev/null +++ b/app.py @@ -0,0 +1,124 @@ +import librosa +import librosa.display as display +import matplotlib.pyplot as plt +import math + +y1, sr1 = librosa.load('tp4.wav') +y2, sr2 = librosa.load('t2.wav') + +def dot(A,B): + return (sum(a*b for a,b in zip(A,B))) + +def cosine_similarity(a,b): + return dot(a,b) / ( (dot(a,a) **.5) * (dot(b,b) ** .5) ) + +def cosine_similarity1(v1,v2): + "compute cosine similarity of v1 to v2: (v1 dot v2)/{||v1||*||v2||)" + sumxx, sumxy, sumyy = 0, 0, 0 + for i in range(len(v1)): + x = v1[i]; y = v2[i] + sumxx += x*x + sumyy += y*y + sumxy += x*y + return sumxy/math.sqrt(sumxx*sumyy) + + + +#Showing multiple plots using subplot +plt.subplot(1, 2, 1) +mfcc1 = librosa.feature.mfcc(y1,sr1) #Computing MFCC values +display.specshow(mfcc1) + +plt.subplot(1, 2, 2) +mfcc2 = librosa.feature.mfcc(y2, sr2) +display.specshow(mfcc2) + +from dtw import dtw +from numpy.linalg import norm + +dist, cost, acc_cost, path = dtw(mfcc1.T, mfcc2.T, dist=lambda x, y: norm(x - y, ord=1)) +print('Normalized distance between the two sounds: '+ dist.__str__()) + +# import numpy as np +# array1 = np.array(mfcc1) +# array2 = np.array(mfcc2) + +# number_of_equal_element = np.sum(array1 == array2) +# total_elements = np.multiply(*array1.shape) +# percentage = number_of_equal_element/total_elements +# print('Number of equal elements: '+ format(number_of_equal_element)) +# print('number of identical elements: \t\t{}'.format(number_of_equal_element)) +# print('number of different elements: \t\t{}'.format(total_elements-number_of_equal_element)) +# print('percentage of identical elements: \t{:.2f}%'.format(percentage*100)) + +array1 = [] +for nums in mfcc1: + for val in nums: + array1.append(val) + +array2 = [] +for nums in mfcc2: + for val in nums: + array2.append(val) + +print(cosine_similarity(array1, array2)) + +# print(array1) +# print(array2) + + + +# set1 = set(array1) +# set2 = set(array2) +# total = sorted(set1|set2) + +# new_list1 = [x if x in set1 else "MISSING" for x in total] +# new_list2 = [x if x in set2 else "MISSING" for x in total] + +# # print(new_list1) +# # print(new_list2) +# from numpy import dot +# from numpy.linalg import norm + +# cos_sim = dot(new_list1, new_list2) / (norm(new_list1) * norm(new_list2)) +# print('Cosine similarity: '+ cos_sim.__str__()) + + +# def cosine_similarity1(v1,v2): +# # "compute cosine similarity of v1 to v2: (v1 dot v2)/{||v1||*||v2||)" +# sumxx, sumxy, sumyy = 0, 0, 0 +# for i in range(len(v1)): +# x = v1[i]; y = v2[i] +# sumxx += x*x +# sumyy += y*y +# sumxy += x*y +# return sumxy/math.sqrt(sumxx*sumyy) + + +# -------------------------------------------------------# +# hop_length = 1024 +# y_ref, sr = librosa.load("t1.wav") +# y_comp, sr = librosa.load("coba.wav") +# chroma_ref = librosa.feature.chroma_cqt(y=y_ref, +# sr=sr,hop_length=hop_length) +# chroma_comp = librosa.feature.chroma_cqt(y=y_comp, +# sr=sr, hop_length=hop_length) + +# x_ref = librosa.feature.stack_memory( +# chroma_ref, n_steps=10, delay=3) +# x_comp = librosa.feature.stack_memory( +# chroma_comp, n_steps=10, delay=3) +# xsim = librosa.segment.cross_similarity(x_comp, x_ref) + +# # print(xsim) + +# fig, ax = plt.subplots() +# display.specshow(xsim, x_axis='s', y_axis='time', hop_length=hop_length, ax=ax) +# plt.show() + + +# ------------------------------------------------ # +# plt.imshow(cost.T, origin='lower', cmap=plt.get_cmap('gray'), interpolation='nearest') +# plt.plot(path[0], path[1], 'w') #creating plot for DTW + +# plt.show() \ No newline at end of file diff --git a/bacaan/ustazah/1/ustazah/1/1.wav b/bacaan/ustazah/1/ustazah/1/1.wav new file mode 100644 index 0000000000000000000000000000000000000000..e611742fad55685c50df9e564bad32fa39610fc8 GIT binary patch literal 358302 zcmY)12fRI1bv^L=C<;gir6UMfKoJo{?1-WmH5Tj*MNt2Wv1>H;-Zgd;JC<0m#je<6 zYy>+fQZz~c0TBeHy!&6@vwp{i?|f$7+`0G8oY`gVwf8wQ_g;q|cG#PrzTx72hurs$ z#~k~V-L_mT7AuSO7I*mQVzK2X*IR6`*m7~#!|#2>j@f_s-4FZ6!|#3A5u0cGt`C3O zF$dm!-~A8X_a^)8w|L~kpYrf~p!l0-F+A4 zGk+eRza(3}aq;rfw9A&4FRvKw%H@?yy;(oK(ALlPVzIhh=G|pJcjfXgX+7J;IoqFe zwu{EO&RhOrdG2Vo&Re&AZnn?Q`xmZj`lE*zuRHUlIoc)5zh-?|&T#p1HOuAWwSHal zx20Fv*S_(W(Qkdx_si3-)wK1}+p8@$TwHyzasF>Swyu_~t1mVhYggqjmy&O|o-4*V zDml`-X!PxmLz1rUqP*{He;wDpjBLo{>f^{8<^Lu*@-?#FB`M%#wj=lec&<=^DY z=E;mDo|pe5+D7B9($%_Zi?fg%nOR7N71?SJHyHisC!OcAT<;~rrgn?B*CIK9*yoc%-MTQWN~@UcX^KY*Kx)_=Bmz*+~7Rv@%lc-)T@}DI7tt-d(9itcl1*(rqi#}>^Jdhk$(?eG7 z?Ci1LTC^xe!KrCke@O2k25YCGA{Q86n>FWn@v-Z0k5H#f}Z>2(>ay&~7qYwQvKk|R1l9rCk3XZ`1#t@4GREZ(`D zmu->)Ute#?(a{$1sNzjA=aO9CpK`tY_uMR%!dc66;z#F{tm9tmucYjz~p4Bw}} zxRxSbB~I(C2QDn~c@c_5UezC14oh~WtI?Ji!4GIqoM4l#1M)*YR>>ZhOHqc6Lr{oR z8~tOU zMVDS7Iq(tJ$P?I3ZKDXlQ#7~(qv|hW$rb4j`(Oj?k(aaj%f=bJ4<)?vxuQ*Ng^#hA zVveIbqv%Duu-dYD8qIAr7VoV2??(B~)$%QxEOr+sT?X{5! zt?RFr^+ZIQQ4NweW{7N%qjI4C_P{yQmAtC8kfa82cp#j+My^CeaAl6~n#thGSOjg5 z9=nIv=fpqG&ibrqRmAzSG zYsa*m_y;yQVk47UlAu^5_T;m*gO*~0%uW~ayJf4w{{%dfJWnk|U%yS#gL`f`4Ha&f+K zS-!c*6(Js(L#x~5x;M{RH%{+2$kkpEtzDG!o zwziB$cu?0{H)|+HPfax{UzpyBN8<4x(o1*=xv_px?~)uz zThqSxQ0U%yGu&P>nf_SCVQ5nW@!wCpqgmutZ=XLcisk~(BAM)R!p1#-eBuO@QS zkq99pAenR09F;^)jXnQzdGhj#ev7Xnj7-P1lhmd|B3lh#yH@11 z&9Hi$yVxsRf@A(z3VW;vvj|pDEs3h94-K7>|7WBJr>8fhVap!!AtyHf+sF<|V>I$W zxxodIE>_^^jh3vl5w(m$2DL@{Wr18GMYTPnjhGUpjefGk=8NpPc%#o{95Wa8-+SdG zJg@K9?wiBc_K~Vcn@n-#4mUk~3?}_hNpzCOa zAft2S49uc~nZE{iE1ACV*u@`m&eOQmEi0z70&2Ly5&(IT0o{laa za>WhFn;&D0t{xWguQSu=NTaiJ(?i*d3JMAE*=9sDpIbk@!E^LNe_9RDJDiSQ@STYS zm=V?o^sJ57u2c_P1?%=XpVxO4 zsrDZ~z^+A&jna3_3Y(F|?3gIMW4Ho7wc}t7_NgdrJFZjw+hpK;t&nEq{uk#gjW#@x z{jx6dh4MU?J+dr#jW@F^H30F3ro=drS+8)H<^n#&ro3AY)GXP$e7oo*AF_xq#TIt0 z4{T|AA8A#uw#spv5y}Zki>`TW5zet@4kLEJ#KxN9fk@{nS_kq<1YRu4lJyKrlSAQ8 z<-F(Qy!vov&WHPU&F0t}wsT&-^M@?*xuTFfZo?dz1X#Yyq3illl7sWwxzFL`z8zL z^^PiUz(=7352!^s3S1`({ieH12abz%jdaza_|MMECq*&H3pX!~#bRLCIN5EGv+((% zlZ=Yx$f>p;6^$M8y54@x?8Al|>tvM0Dsm{Fsz0=D&A!AbwKz42;;Vl0f6=+sI`P%J zSQKj{Z^wbq>X@6vo;OR6w$9nrS!5(TCQFdL?3!)ME_t;>`nz2|qmMESvA8(GYFI|| zTV4bQ#GZP5aZzr|*KxY(WotYVR%1x&r{q&9ss3z}MI{KTx5g{>kSXc1mge=%)X7FB znK$w-Yg&or!YvgEH2~{1zQ7;q6Qm>hHG;zsub~@eM{;sOwt?NwILCs-A^cN5)0{>% zc)Ouj5lJ+XrE86g@=9I-YgEn36N=yyK}oBqP;S(i%&%NG8!ijpe8^}VOEJc7RIxRvwDPgM`w;iG(0tb!}_iepb!>^vkyPOMFY)(;lO>Uo7vv-f79 z__(^XKCrjHXAoYgIN&(5E_bhT&oQwP+E{lix`qRpCF-~^nyyZ-6<-D9v-YAQdTb({yb1M1WuhV2! ztzGFJ_R2zBrzE($Pv723!*op>UGQ<6hdqKnhiN$V{e&) zp0i>$ul|Bbv_1~iTUEvR>AF#>Q3Dev7k#BWh*YgioPjWFI5TrL7}IQ_XXa7PU-T}H z(~;Q1n)R7AiA#;=ESufbGFhRxt(vSi>kYlpA3c`q@j!NC^sY#-(ad*7|^ z;JM8in!~MSaIJ&O-plA%dB+y?;o``LT-4(KK5u}}+vV)VON?8UOeD6(ySE!yB;M!~ ztDF5QFKB+w-eKH~7x2dQ(;oiMwq)0hCe0@3trh9U@#X~b+h#AUck%@NoM) zRPk_=W~ZW9839{Y54NUNmZb{BGg^DqE0zKEE+4ueB{?wp$d}~BvK1L;7k()xC`a&l z2mxitOcZGhnR1i;Y8dcZYg7?mAy%bCPGr;`=@o|1(I4j^Et$t!o0;Z}X1+r*^AA21 zqiB*wTCsQ5zT&6YymPWb`Vl=bl47KK3M`}pI9cW`-WYRq{p`FI3^r6df|wBBn#YR6 zmy9Fx#*TB6`OJ@0D|@wc(O&d*bGgRxevb^)j2gFWl{3)@d-0CmTf@`hBW}d^Tp0<{ zS$TQmciE`E@kqUF?C6&D+$x9cyEC`54-cm!(!$8tF(1PL*ph6L-H6i`*eUMlAw1A0 zc_mBYEuvcaZZjxxqdWvV;BTT|dA0Ar5y*`*c76r>h191dUKqtVBg<*2u&Vt2d{lr> z$!qVPnZ3pvAUm6Hw&lMo5i!Y2jevaESV#6Zj0f@a&T+u*Fl0T`Q(NrJ)xgGP$|}ON z0HxW@L?$vRFDMS+PozX*bm+=7TjX3jnlZUK!ejw@$E$EBJz)R1WV1ua#`D$gRJf}} z`lW#xU8+a+UY^_PS+NO&W9ux5+;K^0()0EDo9n8Z!N|5&PwBJFr9FcDu#x^)Dce;` zJvX{AUZ6f+t(_dL{bF7FdH#E?ntyt9XZ+xIX{?POl-1S4L?~Kn6~EC#b|S)U6@1(_ zOV`b(HV2=)>)r(zEG*5X~B-hF?MEs&@0&}PTcursv||KX%p z_;+my*4LKiJKnd{gT3dI`AYt<4@WMtlcNajcs_4?zV_)Nw~B`EIga!DynVjaUfFIv zhE0=@<2kl(>P36*iv3xOX01wgd>+Ry^SOGiuJMG0$Svgy zc$FfGQI?7GhF+`I&!O9B;%0eNCMCUxmQC)>B zLBI8|US_K!WSCp)PWsfER3me}5q5~*j?_3xYR+-Vz$!eYv9Np-enUt2#oqA~O|C%V zqOxN-DkN-eTm`&Xpt6E{wo2|@@@ucjT|QXLP~$O{2XUOiT3_1ifroNl)=jtmCKrLh zm`AnJjIGSEc{m1%L#juqZB%b0(|o0QXXjL~cfQPWjKCXts~2_r0xCDMiWsxEFdnLU zO^TRBnar&7-~z7I@tf~o1V2&p>A({fBV$NwjWJ3PgaAW`y7r;p74TII#zXh zRln0`7FcYm2Z@N0h?tf&A&S@%UlpM3U*!WHs%+YWpJG=nhK)KO4U%GeNX_eA4W&=5^JOu@&=G%weH5 zF@~j)4f%@9e715SkBeg+e~Ry`#%soW%eIYLXwaeKsFfKU;AQm2%h|YGNaT>SHHTBn zthVS){@W~%)whb_d#y;f=2et*WWHx?YFab2!U^;d7ZC4oPW$zV4>oo*N|BhpbqvaN zx0m&GuO};K`;|sLs#Qu}qpm9}DgP;2%KYi8nUhc8OZYhkUi*RyWxK_HmgQ=p8As6AP)}vua*?qGp048JpEq z%v!&gC{BZwPp!T7KJ#BF+AL0Q+9R*o9-N)Eaag8D^0pb@Xbhh-w?QS&%#Y5*_{H*P z;p3CfmE&3ea!9eV;t!3AVh|mOeYhtaqb1f;sfmG|CyF7#XrFDB8GoMjTRk#DSE-zt z?ao0_Bh*V0tK^Jg8?|p;bJl!VKy9shn~aA3@QRKI(N=jbuWD4%Q}UTL{@FkCnZ#7J zKpJdCleYBo?DRrU=<$pp%OV7f=%}6QT|LxQ$}XT>N5I7KGCT~V9H_Cf*@7&glG8W( zgV(M9iC_GxaTh+yknnRl)xSCO0$-PNsoYIlQ$?e_vm<*~rtxdNYh6^|c$YYcmuZc% zdRVT;zR9_@(Pp!}UDb=k_`e*5Or~6%na$B%vn!t~y2~?QE?a^%j_+LcecEgFxz^3= zW)-?|vT>E1s!7*E>Z}xYJ1@&(Q!t>584%rP%?D|ZuBTM=r!@c)&}vu3t8z!05tB3$ zaUCM5SPDxT(Hb-K$Cf@#FKWKh%+9uNmXQ>7T@h<#8MR~c2p|q=sQp2L=Hu`iN{|Qk zNL!*n`6&x0X?=p^e5T0Rnmub3V_Rcpt@Uh`Z`R=IS?k0@9#pQvuV9W=j*H)lE3Fu| z?o_;5tIhR0FtwSnwd3h|$5!-TJ%)rKVeJAZ;YVaw{CIk%-nLTJqmhR#y=y(O_Mq=91bdp1gXPlN9Jw>r)bUQd zK$}(ZzUu7A&UeL!^@+v9v}tcRQ5h{fm8Do(^DnwCwVpBDyzrC=tQqHoJb~) zBVl;0U3%3m`ElnzV53?`V;!N{RV#UB0kFV{`IrPtgn^i)KKM){mCUS>t9cvCX*ImO zTOD=g;-uDl1X>s9%w5(cB4es-$g%Z+b+8Hc!H&y&p&SdEnK@~CzswTf?dXZId)ji2 zW-3^0Yq&ET*fNqac5alqyxV-`*21?)uR4E~71g#|>nU#NPjg4uVP9=s&-$8WH9IaF zavV0q7UZ^T9J3<^nD*K|5@p`Fw|C7wpt1U8c?>V)4Xl{Am6g@1;3&S?*ic+BPC%0+ zitm&c>5sbiX2UuFsh*%1gZ_X|XYK@E4y%;0^5^vzQK0_d} zp8jMCt;kPHpB&16%)y#`ZS`72a`9ZhA!~DXM`a_xlfg3#<|eNMI$lWds~vL3TZWTQH(kIhCfOE32a~(j&$4 zy=E_!#vJ>hxpRlTm;JN&IUl7gw>@lL*^$=fOZbTVqBM~0%<U(UpwMu&8@oHG=Dp$P|$E#`$AHnXL zZPs^5xOTl}JI+{ZHOHbouy5KE&#T3fa5?`(aCq7HTQ=#OJu6JmTTz2`v2C)Uqw-$Y z#wv@1&6=FExmya}CmlD+isdkx%*2f{@YZv^vQM1G z^LU+Tw}z)I4XPOzS6$J=N>6m*XZl)uYF;er!60Z*1b~aYrFHvO+9$3%Q}MC6LYX$c zR;={tjxM+&y&-!z0E1hV!3g+L{a(KyL-#?2#=y$fd#<8vQ=j}5m&C!205ylIw0bX? zI^33#4?V(#<}e~sd#|58Qgzv^iU-bqHIu5uSW{C&<5nD-RQZ!L57zZuVGjGVU>GPA*CO+=hbx%Q_Q^PQQ!Hy?!Hj#7*gGjO`KDqUGj=dEKg#xX5gE1UdL{iNK& z5uj?>gE-vED;A44LZW7*R89Po# z4;=@tmShXfXXofnEglB&gf(t5V-YDrJu#-04Sk+@Npq9FV_)N~>vFxSTFtZJQtK6E z)^qgf8sWF*9LoVZ`r57DJ!?jCpRNGGSQwm|-oXEwx3>}@I@0#E1o&Ug+bbryK5@#` z@@6bVHaBbYa<`73bd2EI87a8-7}YR_(fcL4&;760PA+3kw5{F|YviT*vUO*3%j`u@ zDAHMEwi-Qg4H34pO-Z4n19B4VyW5*47`)mDAZ_9*YPI+hQvlv9Lts1c9@)3-Iy)-*^K6~aqd&Nf) zr&c77XfLLv<03_BKGz6x)jX>iF=kNiuU~p8jy30O-YLSew2n;CFgdXD{+ItX_Z5jD zsOZ?aA?z1-#bBIUjkb{&2DOR`pPFMqRJB!^S2>@ov|I*Gz;Jym{}o|i0x6Lii=4LD z3W7NhY6aCB-MI#%S-wMd;xrGJ5w&XEEJ5^zidYPcG(IH1(tqd(C!n&v%-&!vv^4wS zT(VNRa5MDwN`*zfUOBSwR*J|R9^fu?hfTs`^#PohOjMj@PG&xJ9It#&^n|x0jXTmJ zJ+wc@?m9PJR?ORacSJokoy{$^B;E(jT5s)$CzL4fb>2pVdYyBwMGd|uW;g%D z9~<4Q*DAcNg}1-_f$#DvcvF_miexLz2zWchcPB90RrO-UvMm~)85A45JQ-l6UM8*w zozLL>e0s71nLybD%xZPjtT@=@I;vAz#?JJzHU>A1=eH6~f5iZ6J>y$YlWr<2l5gDQ zYi5eidpnz*^Y1bjEM~1Pv6gw2-C$khsMYV_!JPY39Az80ce5zjlzC!2q489&o8^!; zhTJ*Et)0%fj~JS<7WW@w#B;ROC{X9E8(r-9*t`?A&!#Zzr*|?!U8tsxrs`RSgJ+3F z_1UY|2S~m4(~6G}4~1f_ zC+Jo4isl3?w%Qg^%Z7ON^y2nhL@OSveCbbT_ZwSvPNTqPWEulLY5Ak&|13|;@;}-3 zO7s7u<&V>TnopVa_scZB*HaQ!rGmWbS!J*Vs|b-kD)=bmOjmZzu9e9H)=*v$sy8nQMr zD&KGRz|vY{>y}Sc-_18V!$A~VYh-Tx(sk-NJ14`Aqz&?_)Z7-MY0kwS

?i zckOh-GuxMPDbca4MUTrvMbp;6Nr`+~rJwnFGlR~dYsT3zyg8CCKfrjgFCI||lTYge z&cd6o%9`qxEUUQ7&Su}5wNzq8Zbj9OY_Q$d%-I!Y$=<8EnOCh@f0<|VPx7wDNJ$Rr zs5HZ#8mp_hR+C7lHMmxI*kLP$WJF4plXJ{Az0LpGy3Nv>6=QhyK~~wExGcOF(@I*A z*N9BL3#XvZ+CNWdmP2#p9O+)hh1)m%bd9s0WahO$YwtpM-?gmOa-6Z%r}|MPV%;ig zt(*N=*cBw0%-DC@V@GX$mE38p+EQgwhoU3?-!5SWqKP*=@&)Ax3SjRYba()+HZcKcpqItRI^3pweS){sV^I zT8}=lOP1CA3a0bBqB=d1f!NX*ILBqlrkMoPqU&boos;c&t+mLUJa3Hz$U?T>J0$zO zfUU>ARxk8?&eLp^o;3^}T{|m2b*uv`6L-X!G9>m@teQSKbAZmvD5^tah*eotcly=X zGBLc_U&qdBle6|CzOdXmL$c%RWs8*$y>;}X`4kDk4VeeuDLZ1NtW|G{fc5p_Azy4Z z-Mm%wZeHkGdW_DsbyU)U*G3F2;%w{P?5b8Q*0#!BbSM(kqnmd+W3RHPUT)Ah);L%F z6~9G5dM%p5ueEVTH8S}pIf-fQ5sRr`$ven~>}px`$U|oa&&u&R{VSI7Ki93V;zUu% zR_l+A9X{317p+;c^Gu%JnSISQJoU;fW9#M=>UJ`ZbJ81QE%m(W&p0dus0Q_etk|qL z#-eDF99sGE&Q&#ARP}wca@aKf^Ou~XjLG;J>$Ns-h6R;1K?ah8oqvj4SQC9$?<7Pb z?4-8RQ8Qdce^^y3Ev*&Q+r|Axb1|a%p5yZ*T%SGTmt@g;Tr&tLX=~Oq)$Q={Vivon z>)M%!!RJ~5ZlwkCK>IJ-rIsU*#! zi`+bfFVoptY{xmomvY7;Pq{~CD%4UHD`LYm@XtqxNu1L7||2fgquzFnTuSZA;3K`L|!i^S!|TAZnP z$@?2k>PN1!6}X86Wp1=pNmMgaKj~!9yQo|1VZGv2t)#pO;`Nup9N2!JVKHo>`Ffcf?yWGjv8oRBv=oh_J*HB~LYpYJ$E0YzK0rhSY{w?aC25BE(y2GCoymc!22Kx`(~5% zCVjBblD@EIRYgs_sV2!wpF~EQXOp~--kNQ;e(zl6xuQogY4%PZ<(E)N1T^ZwJvUQ*m;KOYb95pEGMrwYq(;?LiCIr}xBA@%`ea zh{5Y-uBY$CXi}P5D+}WFDuXljch-e_xK!uY?$J=;^xBgFRO|GZf3h{lbiEiF8{=y; zs);q-hMVx9e!(6mI_Z%}W-ZE^+tfQ{TG5onIX6b92eWs^5NNZrXh=%m@RlMg&ZU2P zNI#9xQ%mJmMlWC_`E=Ze-g$YwsJKH@q|{n!?;~lgw|DoDnp&pHwW?<4&Zr>cTzVtw zu$4X`m`0qx_=FAdf!<}-id?g|nJLhv@36=EK3VZP_CQ{0yle;4E$1bvS&cU5Nd0?0 z?-8G4M;DDFI&v#g#dtiWSYEDMq%YRv#B@rR?2Z5NVY;7nomRY>Urscr?D{;FR(om6 z7F(w?_fUGC@5G75J5mu%^g*ry13ESht=f!ILyE>BNaY*uD|OGJ*f)9bpNBTcq4|RG zDGNmSZMMwD;%AkO?~x3zA`hHa)y=$=-SZ6b8{~=NH_mg#Z<2P?#myE6E)GgNFk1)Y z^?})YK$iU$H(Kny*ejnmr^M_HC%G#ueRAfTtXpoh*f+0lytrXr-*7w;eXq=+xlSsHJEu>*YnpD^ zAw1!eJU~RLjm?~ardlo6Uswbu@dDVb4q=phw;Y>%T>VYci<_k#oOa7~?G}r+n`ht6 zBDI^Q-FWoz`s3;BWaU>U=$ot@Uwr1pWmfuDhR}E{HtS9AkbpzY!_5j1Rkt1E_Pa-O zd*uo6d#BwvecL}hbnXM9uLFkOXl&mhrM+_nWNE&Uxjrfhs+*Vu7RwjQ!r3~6=*%>B zJZF@75&(2m9ma#oV9TE7{XT3$mDgOO-6Od@a@OmnkJrokx<%UC$PDcZU&K zv!}5y)(#)&!PR3ce2{+Vt`V3X%cQ&mKgtY9s?SQGfBArlml+_vi^O~=e##XZZU3IPl;h#N^y_M%O1Unn$vVnCJ2pUuxLl)+ zt+G7V?%PG>M_Ghiu z1`SD*rpvrtO>wbvV>)XTH!31F;PD>AL(2Z0(OlK$PhtnT zkPOW>^W@q6a|O*&^o-B22#e;NJ##BL&fUBU$D2`6?MHvaO%YXWYJ6R*<>*a&Q5Mj3 z`9Q}9M4IYWEbP%w!1$N{;S1k4n20%qI1UkU&-O|ib>~DaGf4I75nq7TZ zC(TX_Q121v$_Q|j-r222W*f_7d#sWLxF(X4H;H@dxbl^?d79>5>c#G3@$`xQI!W&| zgSGnOyEJV4hqdw{HUyE(|HpVSfXUq0y@pNk!sZTg88tC6W+f6bk_m}B-*cB>=PqeG zr7t@VsqC6Q?K=9mefIlQ?{_n^a+CCA{lN)f60Qjk^rS4n9PRm=1fH|#c}h5E`z4>i z*c=t z*-h`{r_Hzg$5dO7nzh!MxtC`*D{1YuC{i2gcV;d@M`D94%|5)|@x)c{wI+vq7Bh+n zFr(QXW}p>A^t8ARM;)boD<;Z}Y?T>z{Hnbq2hS}O%V^29-$UIx=%PFX>w_Nvb;>P%5N z3no7M(M(Qn*fr@jV}+oY4WyoRxj9Ff7pWQ4w>uIh!s3q59O9CZ-_`TmF~uK#BpZ?Q zo}OlQk^jB>{*1AwPvPjCA(2QtB4ySf!r&9wJ(MgffQB6pgOHsW>c4$!<6(F@Nx@m! zG3~OEdb}vx-yq>to;7FwRpdfOztzDBnis$)RZ3FoY)!m{ zubCs-G3w6Kw%;5{)dM&{hWG**Ix0rg80c*J*ypa2BWZSSlwPwbe1Sc&!`7#G4d2QE zqZ_tFZhF_Tl#YdUG_gI^XBx$B&70JpRx{)TB0UT3lT4hg^J#0_kX&ELs5!DH(ZKI! z2pvP#wMbCpx8<1n1W=Ul&8doDX-%dKocpk}6| z$=^ltvbfg7$z^KHnKic5k<2nmb7&idJEwt7weGw!^u<0g4)QKKLCi8*_yj$=Kro;4 zX(KZ@ia(Z3OE{&aET!2vi^nk4qpBPB0tvk8*lO=b^8KPh@xhUM4rj$ToRtR@`?}Uo zBN^r39Vzdq5sxX~ZGS{h8MuD%!L?C2+cJ?^pPzFZdL{JaIx8jk(pprJUhTAVn)I&{ z!9TFCdc3Q`AOC)yajTN-*eFWx7U`CKMF(-2b(V% zwDYk#CQLezsZ6`GVnq4QAM{Igt(wfafBGXjx+hS4!RzY{G7++o55O6{qFc6H8*h|j zJu?bI#(H}*F@CK64TsCQMSL=Wg<`JQV^3#uVpI^an1oltNpY9n>QVe{b}A0(9e=5u2aJ28s6}Nn~(hN->(BmHT#1 zyR)@UxmN9+^H_0p8Tzb)H+Sl67FZ7tIv#}CRc`!G93(^hj5qQp`->c2S5_iJQL>zb z-{Y~EP)DD7KNMZgKDIB@+n^G3wWx_X;*7$W6E0A>@GG|7IRs*0>u=2x;E-P}s;@Qn zidUivj!v5*u>T!d?LIcl+sPEh>H%4FEX6T3QM0o>csBp3mv{Cj&CwaVDr18gsvMOW zHo`V1K0?8I8Y!?E=)-dtufehI++@2nXMf7>uj^4_g=*ya&S9FD*jmP@M zAAJH-mwRqMk#RDZK!aq{CpkGQOlS?9{^q>#T7GLR(24HwJt*fW%?O;O(M$vp#kNh= zUgf^e?NsyiTSOMwlzK+_3&|OK72|Lyy~7dK@EZ%!AGwOkiT~pl;>elmCf9uRfyKu z)Cvlea6Fd5!svm0VIP*-a+w}Idry_MIgi{zWO79oTRoEegO96-6oq)=%<0x@Hug5! zbOfI?EyLY#;ilbrplu>#8TvM)kV><^DRhf&9=%- z^sJWDx=LdkDHW?K3&`GDDbMdr8o1Pv9er~>;u1fDjVxH6f{V)p`irW5v)F>wxo@r2 ziaz1=tnr!FFIkhGc}DfTp9I!mDpOxDYF3_DRkKmDqgn9{7V(iXT>UZYqN6CSL779) zF=(}KBI@(Tl?r)v}U*o^bRNFLp|%gg(ezTS0!Z$c!zch+@CPaN)O`5JC_ zu4pl_cQ9eRHrUXM|kq0w;-*&ogSF`seoH2>f!;t!6fPg;g)~{-Y1|i&Vkt0SR#BXJa$eD}d7tRWH*v4B7Wm79Af7&`9nNf+ zW{R6C2ha-+(T>>G%5>`xa1RbRc4L0=QS7(B$V7Ur`jqYADy>)Og{y+XETL#rS=5r) zN!fR0)KAdX>!s=8k$}$^I_#1mI z2QEUfky*P~%eTEpb7a(NAMb~i?4ii1MFN~N?e4MaMBpCNYz?aV~po#YLx({&_{LS=Df-NPSN-OEXTIlX`SLi%IC!q5XK+l5 z_w~(Qb^<}#D}L52wP;PojVP?a6;0oh>ybh^R58jch{2-Rf3@emzsGn;Hjh*0MWU>( z*zUi+@%Qqrwb>tR2qxfTkQ;UvznxiZ<##g=hE1)Bsf#tYX@#s~`_sZ&(U(=5MMXYj z(ke;w(E33c4x3}q(5Z0^j{Adre3~TI`cfPjWCHQ;I8YK7_sY^K#LRmj#R zny-lTYuSjZw;tEy$MSXR}v2%EAx$sc+IPOk@!qH^3dsXR(vke_L5;wbiznJGcsN z>09`v-q1t25R58L(ihEHpknJf-tU>~X)L|-AVjr}L$hEE&UqX0d;PRnO?tQ3&?-uq z?^=&KhTr%yBUkat`D@dxr|8$5m;K^T9W!L1mU?3GV7|k~8ZpXfs}COB#d#ZdZ1w15 z-LsWjv;F2j&QX+?$5_g5&BVsCc{_hrF=?HK{NZu2n!UG@?3?^tF2x5(R`g)Qla){3 zfTLt*U8Yb!>AvO9 zQhMboVVhnRyJr4CAAE`BRMxPgECp-fbr7~lB4*bvXI-UzY_FOrbtHqwv$R>I!(e~nNJ9A~@6?CZROP9(!f)WR>%A(U#Be(bWgbX>7ozoo zK7WU-is;4ka&i$=q-oT{9`TTlJIlz$;?{cMX)~+#iY+$kJ5nPIE92wxCAG_D1f2yY zXJ|bWKQHt3*=AEDqlSTHVprroIn#{D6T=}q9d#a0y+K51{Ts5-zl@;S?S<)$jLC0@ z^!G#HQ^#BTthZWjZOApSGoI5m?z>j2V?*tsJ{BR!f-bd*2}QHwcPr4Xh5EkZ(W7O0 z1R2sR9W@{JpUv3I3yL0%RB`x3J`JDi+>~-8>_nBhvj^sVNUhtKW5RGFRvLSU=lX5&)=&#u2m||Y@0J=0ULk~nc;~Ffi<7c)+@A_n; zx*j@0z1FdNZoW`?@p7$og;|%b=aVY^VPT>T55|vRsUDW2mkS#K5}EP7j#Tl0a`kcu zamiKT3%;vgj-Xd$;ph+zYR>s8J-;<=i!l73H&>dz1(jqJ?U^$;a<#%c*}8K#lk%SU z+sNphvY#RtNjDPpS~1E-BG(V!ugF51)+~!0@l^UXf>e7qyOy?D0w3$x9Bua5n{3ZJ z_R~-^V)E(OhJBENl$u@pB)Rd1Sxsu*#irDTXbYOy;sbQ(6`A^DSG=K|s-D(7W8Qn@*qwE;RnBd+sazAw zG~3YVm=QF;|A&LBOREFHhUQo-n|uNlt3?o-=HIh-_HDU{c4*rp`#GjJ$OL)`pim3!EV*Gx^Piq{q&-!bjA2 z#9#gDO#E6jA7i=ALPUL-=()%4vz;S~=Ct?u!`9{Rs(^@rf>3d1D?l!Z}4ue#gFw0PuwOG*d1-7^|A;j zQepcfR;28iTQTPYq8~pXGtw$^Xs)F$Op4Z(Hp^?}gg^1CX6=3IKSt5ri>w*A5lIGM`+a*@t{`Ja6TI1W923!gOl51 zKa7V4)n4a|up3uR4lJBaw}Rh1y%k`yvW%m3Ryh_bH^ zMAwbR;(r-vBU5dNCTc&OcO)BdUqH8*jbcjBl5T2N7j0Cvv7HU+6oJyHaSYL}<9wA( zV{`K{y63y?ZDWJi^$8f_9ap3uov~DFaiy(+*^&jcdLg?aMfH|eFj`IUzWz>~c7BFW z$T755fn0;{%L_Y8(H_~V>*^Jf2ApX%j^6Z6pJ!yR$Lc>{6aO_4n2q<|WqMPIGDggz z=DiAi3aj-QL(jBr>GOT~0j>8gk5>Ijptc7qW`9qdJ-px3o zI~wKn{co!X+FEDrx;^4c6T`_wMvSxI;d8;t@jR_r3@M3zBvh^^28s)gSH#szdZYE~ zeCnI7c$AE$dAz>Rv~RQA$uRuKM{oeg_Zoj`X62mxpi;piWQ(;nI@X3DJ2N_LFns^4;$_YgC#tXTj#%@_^{hidC^U5q~jIR1y1id?d?N`?I%#6*- zZ~h*E%z^*Wf=rUe*bqFZwKw*Zw}|leiq>m+G5l$!LQe9jjwsSwXNl;Ue)&ZNJ!l`A zA#a;cW8=-pASn&;U@~ZIkjse}Wfw4Uq9U)X|IuMFpYM`ubysYbLz(@csg(3CwxSap zA_rNW{`$KYI_ebV-QuccvQqujgL++iT~>iHwDQUO{IMz#q&P>Xw8|rk z^v!GQ*U)cGLM*g7CGTc~}3Nwz$uTfK_r2dy^v zY$a@~*Q`?F`<>0#*#rHB1#EfVMJ5-}EBDxT?4airg?lBAP?VDKc3e#yEW>RTwY3P6 zs?0>;)^!>&X7v}2(BibM=2tAK*Qvj(xa0bhA+>+iFkT58YU?CH(i5v_qY<#tpWo1C zHOBhc)yzS?YES4;oS0hUOK`CIYKA9A>Ks>W+iWc3Kv+}rEGP<9*?NMF1UJox9x3`tSN~Kb+t|}jAAt7s)EC-fZwt6C~lcC9;WbIv=QK=%xXk;)l&feoy z>2`FxnF5*ep{sf?yVRFjBZh6ee$c9=SW=&3>8I?`Q@+k z-`32tIs>6uadZ1#Z*y*%Xn%?>w68ytZL=ZKq84Oa(Y^V8_oKf<(%=3#dHjaP&-1Gr z+R5V=FHXrXY4|M*zt86zt+Tj_TA}Q@)oUmyqQgf|+%8(-U+i90u5+VBIKHPs`ZilD5y+<)F9)X3Z@+zdgT zT*MZ=%cSvmc>%AiXBzkMyhtb@JE38+?OX}-A{vd0inPI&`L(|}#>o%y5NE>#jNBP* zECa7cc6_n(SUReJSJ-Mq#_w=*ak;g;#tZS)HLHzQ3%1Gz8^wJdPnC}pCtF?h%4_jxu~Oe;h!Q?eFlH-$hVwC4uI48jkIQ! zJB{P-m8TV5f3zFqNo)J$nR9*e+zqqcSNo1V`{dp0=SgRKz`*Wns|L`X4IV;fBSX5)nDJL z*R`^4WT92mdJK`W!8MDvA$0M5D)aS&m?f|VsHJaakHLP6cID#Jg2oh zuX)VG89r#+d9kr#KA*17cU=s?2FqK^BjG=m(0D9UP$R)|RtCO8Xvi!E)RH@MSYFm& z9JKD3Zbx`~Cwuq0FLM48;7-Gi_?)Ltu`8Cm*ZA)Vem5A;^Sgfbu=aiOe8GM5OvL@i za}jSco*8*io`+~TcyaSQA@ShFtroXVyWQfpqun~|TQ6=iwhzhPw%aalpFM}>)gk$R zo3vYx@A>Yn{-RUi{syZafj?XET7On-_x_(<~X;>ReJv8LE~Co@d4Spf7biwsf>MM z<_#mQ8)WgcM$bO;WXs)#%wg87E|~S%r*3uTDU_J^4jAofZC2baqn=ed=rN;j^I=GB zu9F&g`J{Z7J&7OK5WhJs%c)uOG{1%B7urtDuaTXY|KDGJZ~5)zHa`|4P}y8KGo zm)AAhUVSm`3uFDo<(JaFJobMz-}(Az-&ptmYvWj6IpPWV)Cu|Y3Hk1qmY-dIX8EbK zk1s#5JU;8=mmf>}$nwL>|5$!7?fuK+mhW4>XZh~5cP`(R<(=7jNA|pH`QEhm8#Kfe6r@;`IT&u0DkaTaHEB`1tNd?Q!)?d5lu|DE>T<#)2Sd^hcT>-O5? z{qK!N9^Z>p{(Jd@EM9##Ti;#&Fzv+1&ab%nb-7<;4W~{ChW#qC#fyz|7)yXKuvR7| zV&X{jYSyu5JE#sqYV{`mx5tPgo|wmOZjczWZ|sRp?K_??>RGJ^j%T!bO6!4n@~2mx z+p2j=>CIxB{O?w=QdZAmZx=7Shi@PrFnRfrh{T2^NJ96>x#Zik# zE*`UZ^x|=g$7Xr_;@HI#7Ef9{dGUZLAsLbrzeP{;sl|CL zL7f(6;v?m)>!CLJ?MySW#Ee-jP%hP5V&n_XDx(_pP(>e~X3x+w$Mj-kzJmVeN^NwusmUoTMy)EB-Yrgxotlz$TOWK>4|GIqR@^x9ieym@c z|F2!Xdik2=E3SXU>MXAruU?tguT6VXzVp^~?d>_5b03$c@BH)w>Ax%ak6h7* zAjW40a(p3D`C=A0^R?`OFJ6B+3)J{#*1Y!X z@yl-wU;SP@@Wdh6lOo}tg%`*#`5PW!B(wFX&auHnaFf=@fo?Or$5Bj$PH?v2tsZ`bpH_s?=*JnfbvZXCY2Q>^bUi@T@YYjH$u{K3OM z+47@fzkGt1JbUq+#d89Wk#cT7e*DPL<^(z-I&+^i&Uz+2+bn&7b^TlJ!tCx&-UY1X4uUhww zSLeI0$uV9#j@19J%d!78XL>{0>&JedY17A-rM+nJ!qIaG;98y-Z|9Lmr9C+Qe4oXA zbM<$NB*e_y4IF}3WartR@XZKBpLsCvFmx|NGiH7$^YAB=fSI(X8X-5w=j2FuS#vV+ z>{s!%lLr<<>u<$gP8jy}*+hinW1a7d7rcG>hS>Zom#cVF(j+-bSp@>42UT(5nFYU_JD^@RE{p;#QtCy_)arIAG&R@6K{`2aEdFP^RU6l7O&Sx&kXD>@z z=6k-s!Sd?MjdHZja=fjUn`Y6jnRcz^j#+kIZok}NoOh?OwPSj)LzeCGYWsXbpLQMX z+RJOFm)A+V-g2+y^+(%hd81szfy@1KRR`zlZku+8T=AVFmAfzRzr0Um_t53TBgubS zK7RS^<WPV?euLGoz{;vS5^rwO z1w-F*3mK$Z0>3pAkFV|+OWHk*)RVvuiXYxOOzhCu+}+}N4@`SxVuI-N#6+lP#@qM< zk9kY{=pBo9Esk4!aPi^AM;4!4d}8tW#b*~^S$ui%wZ+#L-%9&#+KFjDPW##7r;DFw z{fouPi(f8&wfObo)WzwG(-vng&RG05?SB`)OZ)v;|1PiEy6>#T|1Hk`+j92eoOSL0 zvd?$=-QO+F8e6|z{3gdcJx4xmoaN-4@n?&lWH~8)_@A^NF21w)@AU8Mi*Kg4UtfH2 z@ul?rKhr+3_;{}5Bl+)|KDc<_;=Q@be+zoNY4O&0^P98$Ykc}Oi&qCJ;K0j*7B7lS zo|`6)^JTI8Nr~piragMZ*T(Dz#8q3X zT(oncWPq(ftBlTjBvdFdCLD?#{4f?FR(?Bn@r^VQ;me5#pNqw?n~$e`Y#lokdqg>L zO(c7H{Q7zE>}M^X8P9%dJp0MZ$Hf{Sop$u{5zC{N4~vC9EZ+Ul_&AHbS3I0Y-y>dp zk9hUn)BYiQEd2i7`OJNS1eW{d8xL4MaQWbT`ypd_$T;4SvH2r&>?22e$UqVM9-cFL z=i&M6ky##=br;`$P>%87w7Gs@_B?PLofkQ><2lA7;!(#0qaGWtdi?T5uX@`qy4{}IdnXxgV1pN`#s zVR1q{;DofVFTN3<`0nCI@zR`pQOGu90Pvm5s-G!~DP6cxU~5YW&mBks zQO+0$^Xpv2uYx^4AHM&+#rNX<--+jcV_?;PEJ{GR`{^Vd7>6_EA$(O`BpBMXlW^DCovDqiYe*fR{G4aQv zW8Hj%wLdtPFYewqK6kG~)w?h65+6K#v^!^8lof5g(NZ4$4<;)Ao?JnNfZWqnY#ZIR>wZFb#uLZ##CY)2hCH5`^}htI zp1pidr1Zkb>%~E_mn3SwB8*$)d`sl{?~&_!M^^l)$eFMHS3LCxk^hepIgPI1y+-cj zE25>^ka0>?#@02r8}&$>wz;KWWw?G&8>f|D;fCs|vbA5@O~$_cMs4Gu zFgkfvYa_Q$B)D_@`|ja=M>RNr}J{=XvrhJU|2 z$8=n0!0VqE59EW-Or9)renxts>5YELnZ?>Cr9Ck+kui(A$RN7g3?e0QSG+rzfmF1{^` ze0kc7g9R^)l|MJ_nTcLcjqN`v9`VG)wZ{!_dGv^QN5-EX5=6Lv+P#Ab_e#6x@ca5a z&UvSJJHI?M?KbhzTa9*bJow;v^v#zy&H8|>4_w}4v>Ro8!?5rhE%DgB!^HOvv)wyv z{QBXz*USICmV0EmP8j-LY4+f~d*}1}rtP2aACRLRIMCwY;KMD04!6yj_2ICA4|s!~ z>N9@f8jcFS!MYj2UF%bF#jgEnk-{_M{m+f}%ST?6_L9W#mxndKGRrHner2Thnq=Z{ z95MYZL4tQC*FSF5#_%9jGxGoZh~HlgE_^Gv@cqH3PYI(oGG+d+db{c}{fpV^hUy-$ zULDw|fpHeU*doJ)1LA_;x=}SfB<+r)cBF13x4rl9^oOKYqqg&yG(Pu~H1(n9#tY<% zuZ`EpCf~AnTVnaU63gG0DE^^Dt&fMZel~F&i~ZW-+u^jB?ROX7U;H2}_oPI;A19V$ z-oFUzJ~ez8C)Q3KTNt>dd%XXvymLxEi>G7j{+}{9J05-VI1UDH-^n?yWB)jNe>DDM z`X}bRC+7So4fd}$|GoIH(Y}!$$__q1*!HK=`{PIU@UBGOx98g4l&gdnFAf?!C!Wv4 z)xnO9R3M-HU)@VR;D{jPJ+tP=JXtmF(0H>t^X&(!^5=tsxcdj2acjSt;rDxX8F`P4 zSsn!Ajlme>GeXIae-R&6k^JF0Z&f$J>{MG+T5-P*#ctjk8+zBMCB1D_g#IvS<91m&-FkLx$^ab8Q0IX?;X^DI{O7T_8(|;a3piQ}I*(E6@Kx zbo}w?TTSh21F=tvHJlulpgJb^QonT9q;XgyjYd3;q_Q+|&c|OHrv8@r_d6EvN&CR!{mDS()t`!oe=Zs7m*P2J8-DbIco)C^ zMSPCG%60MGvyuy+6OMjf81aQ+$d`np@s32~H;d z9DC&7@?hNi@Ob%Q@$y3w^U9_ViZ$OfO-#LEEdB%5rXZ<}Lno1?2~?VK~IrtO|{?~xu{ zFMZi}^a{_vZM+RG$sX>J>$q>O=Rs*l{w=3|Os@O!>-fWzO z*Gr~OCOXYHMbE6IJ zU^OSe9Ozxb*o?F8o%pLx>NoHFj@*HX0S8C_w-}k)tr8z@lSpxBB8Cj^A4WCi9$6oe zobHG;HRmG|n;#UvJu++D@u7)4YO{|^Bzi(3k{a~mMr1lR(fWyDp`!LvV}q(c#(ADT z80%!K{}RUfoGkeB^Vaca)g$%hSB&MA!gsgiwn_#bZZt@xpRDg|n1>IPp*7XA4wpUY7k)$yI@_$(jImL9x6 z{`$VG-#eD~g~7aM^ctIaQ?BFnxh_|&s;<5+w|IVV5eIlyzDxYwh@d+O%(eD(Wh24vh%i6PIHECL<5Zrf zX)Fp4P@}=;f0^2v*%NG0UF|z*-v~d%+>OK>pJt@hn9X~`+Hv+b1tr*fQQ}1-cUNV4 z_P`2}=*fvnPZ?FHW5d}W6^8qWRIAjh)V1XCaHBj}Hm|OB*LdNb;)|`0W9%^Gz`@fG z9M$ogglF%Qm??T*Z+J2u-e}t>yn8%db(+sNM)Ui|;XMXx7kl>^jN^ubwX35}-P#Cik%ABhwy}3dXTPjwb~< zo)MO$2B-FB{Ok>ppz*eMB_bOaQxo}gWUa=Aiy3J?G1U_@T8zP~bsHNt!$XbR{6f53 z4b}6ZjaNd0n+6ANk-XasggeD*?jGB@?}*J08CkOYQC|6iSf4Q<`RSX}#2WGV_*nFR zrfwz{@rNIVXa6*j7#lt_O^sSL>axV$W$I$QQPp+A^MS8VKxWGoETBka9wUuRh zt*ZCuvPuqjn-T{agcxDwc8{{Zk|{vj$*=_h7)g;Wy7&-l>b*-uAfn(=xe%f|mJv%Ye5k=@IzeRusFX`_riT_a;p*GLn=#d#bXug9%< z?XK})o+{tQk!9igjI10-=9dSK{N32n?c$Ns8}FJchaq>%^^4c~4u6|sW z52mK^;jGO|G5YYyET0~6|I_j7&&IPqpXH0u>{sIBUmYlG1VeqUGer3NN%8m}XE932 zD)|4&L4Z?ZC+3d!w@Uike0>I~@e<>m=F*uxY=$MwH_u0HR&CFnWS&o9K7;#}t`jDI z-7rOSjo9an6IE^=R)6cP%>hyKRgb^xSa68DrLpdNr@kaJyYqfno%pu zmlJ)zn#|zqqkSb?9f9MejpZkdSpALo?Kgs2-x!}&G4NThzL{-XzUOFijnC!`pUm1B zKb9trzc1@|2M6Dko*7ekW4!)ViQq3!uT}1hX+JC8|I}R5Q*v!8a_W^w=Gq^W_5DW9 z4g>BwvLj;~=Gd4A0HJq@QBR9rNRmsHLrzF}M?Kw8>(XsA_#?tST_^QGrZ@g35t%C+PUzc+q5Hyf;?>VqQ z*1B_=40`+cBL*&OmMd=*uiq$sd$oA(O8#FK|GqRM%zqh+^`#kYHtO8b=8H1kZ0o%2 zyC944=Zo{HKaIsVFUwf;6*!!@4@U(%RTUqf^^+n;%*CkxbFzL>)-Mg_zC7}Nb++CZ48VZi9shq{5P;twAJ13a z{8BvrtMPI33ceQ)|54UI53ZY=YSyY}S@<#kLIrJB#YSA27y zc&NF7W^Lj2#;wgjG+(K{dHARc$pP;hpL|fV@FU}svz~6Q#S_Bd<&4J9%*J{_7$+-! zb*viqesgU5U9s~I#0x(>#?6jT^#5dhMt`v<9&{b*FpRM1XOPX3#$ zjZDkOjZIyYF)AZh#>|$L%l+oJ81t?k!+QuZzX-X=$I)J;Zo>i_pZkuL`uJ{N3|NqjWO^!^|MJSdlcQ{<+K|KiA! zG@l!(8V^^Ke@w9O=#fi3FdDg6*w^8ykC@eJ?&kqPS#yJS5BAbCeR~F%C&iexYnH#? zF*q&O^0QcuIS)p*jcWgAZ0jSjG_$wN?|Ng{z-xm7FHdZGLG1I{iCX_WGSq)cBr}%u zm~if+W7o#bj7qB>nW17{ia04xKP*0RXguOp@eCE~{o^e+Nwk%xt8J@k?G|jZILglPXZ13@Y5iTjY`^q!zroe_4<9&SA9Kf6$qwo(L zH42&hBO{Z?1|_j^HT8cEay~mA{en^FcvXD*wUO$Z;?w5Sy(ivnrdqT2!O$+)U5T@HBHl7&+mK|I?y^d-ZuFON^JACJ05{C4xy;ts)^WA;r&N=g8>A|7t%dL`m9GDE`CZmrs zhgSD?9a+P6xfXcg?~0(!9M_ONt>^?K<4IfGk0y>yA^Xf?Z zMQP@|K5^s)M+c1`8YH-1aQbf1+aW=LgHk`e@fbgGSG^f9=J&e)*nLaJ+QbO=FW>>@ z7Jn@mVEoLCjQ1xC$2s4a4Dyw++~>!BjgjH5YQaax&c%PWe?*$PJHIdjWwhGZ_RZou zYR+r5xZQ`Z$pyBJhx1A?mIs?Dwn3u5xQy9fme_yEi2s))nv4DCjdo7f=dS)?tk2JX zGt$gMyCm`dvap29M_Z1JV7+h&jG|e9y8D(nZ)c!wlRn4@V8b=DSM~jxgPq6>b`BcJ z?)S)+{H2-woj}jCh#;+DhN+g2Qi!F63tK3I~v<9T$}T&=^1YTr@VTeemIb zMmGP8QSHOy%{_JZRWo{b@S3adUZ*XB0oNK;o$G`F>=k?2Cs{rJziry>lUW{`xN@gh z)IWxi%kJ-=%=3X`+z1Xpfv2XKb^ZJ_vpvnYo@pH;c?%vY!MQjD`I=(f_odgRwNV0I|PwX3R_bzwm%_$1IhL6JO0=F^`2Gt*l(R z*f8;T!_>m%-{SEmS!Cs#4lW>CZ<(mQMLbZ(zE#%ZH=b~f!5Pf4@y!j=)*l{vWsd#V zflcQphyO#`IqAdi$Go`H(%)Z>`8_`#SMlFrG2aN%spX07pAEzL_!wVQv3qyMBg~00 zo^Q_UOT+P>A0IX+Mh(==@`r`j-)F@0I|hSq8EqItmqG0my!IQ5p10;Xv7VLXx9833 z{%Lgn{X__(;Ksi{nr!~KM3#3X%9vMew7auj{y84}q(rF4#ed7-ACQ=>Dt4DdwA;se zTM0Wbe!FiheXn?d+PQeVWqfp_c&AyRIQRLh=foG!T>anGU#_0A`t#M3R)4hm!`1Jn zeRK6&t6yII!s_Q&KehVlEXQa0aMmAM{b1Vr(>}O*T$cByy=(QItMAD2&eeCPy(fG8 zx7YgJdHv3@*lWvYj>|hA82^u3eP51tT=su3uO0h?tN)Sne0cSvSs$P6k7w)SX`jgQ zpR1otpFWqqeP#7)t6xtqzp?tA)o-WA-&;K~?MJzWpRWESSM$r&({p9N%e9@ede%T2 z7lMlHbzy(*va|J#Q795&d3dWj02oJp17$ml@z z?lH*$o-mO0saba%{$GN)a~7S7Kxf~)Y48R!?~Sm1D0()J-K;tFysw5Od?#7{55nnA z%80vrp3Omb7kHm(?5<1maoqFaE?~bKvPJA_`=Ee(_;ye3xMy;8cT(*?xPW^%ZW%ss z`;iO$L)d_sHOAXJr&awJ7RXJ_yM9LS;9t_z7W#qu&!OP)9#Lb?ncC708Oe znzgL@yO~D@1I#Ej3jWLC|EI?D`TuG0wBN@6&yLTZ8$UcRKL4lq{9ogjSA-{AvAEjG zYL@lmxtqkFHw%N`JPdxT!QFRBrEZUmpWPslckeKVz0+=#dfrX)|EAfyU;ghi+6}UQ zuPl3{#wS|uo^R|Dwy|B-+vb?CVzc1L#zBe=gDC6ejIiM^X%~+OeqoT|ob=U*o4n=J zG3q9oe=jJf%K7ym!l{D`QM*9z@hd>@rg)BCo47PYaW@3mO15z1QpCvQ?pjbh6y_+j^oklYMZ3V+^TmO@-{)B8X6u3+^}^M&vz$BX0hi{CY6X{MQ4cVC{mQ&r z4VSng3_(p`kxJr*!7;Ul4bwKt6&Uy1CJbTQ;2dsZ^xxR~b>h>;(d8=Y^=9pLmd%|; z{qvrw`aNLO;vW&|JtnyNq%<;xw=W6qs^rO{-X7n5XVykG+(!nZKNYU^`Do~?(Nst3 zz8~%VI9mK=ko`B|@Mp(kFHFTv_P${>zWEq&HJj>sVeIa8yj8sOj$wSp-tLvyp;qS3 z4s+UMe58pG~_&zHSOgl2H`RJ9$ zghwA6M*UA=+fQ0~`pPp_{y$G&0p2#&bX`l98Da`KRAy#o<~C(!W@cvEGN#)tGq))- zGdJZnU}m-q`=9H5|L>Vca^ffkSu=Cy%$e)ioVl=hocXZDuw|T;u+^MZ*w(<-bN=FN zlJ)2^G{R=;D=4|I|!?qPaljGO_ZzKP+7PbP9w+QADb|I+@ZXJ=;&XCdh=}E!cT@G{NU&;%PmuEK->h{q=a{k>R)o z`yscGju+9066TuBe2`kUBz!jwS&ArH2=XTUJ1@q!N8l$Ur#s+9MtE#4eC->&^HcOA zeDW=P@g*|kv*;t(J!H+h$nbZNH}4>O-u>TpKbA?K;ofIB;xUf97rlieZeY8HpRT|z z#<0K{WaqQk$n8mF=;O%QC$XKy&u612qNi}riT`EqbNKB7?)@)wUyR<4UXMNh!x+Z6 z8+$#^qfd~xU&UT2dA&J!-9Hdte#Pu3_CF9`NIuU+#K^<@%ZnNiL5zq>#@IVHp^`8o zVvv{-z_}p(1PNv9URUupr zJb1nsJskydbrRx#QCuhGaK%)G|JOxsZiY&oWaS>QZZ1)z66Ge*o6e0P^ZzpOe+u?} zm^3+x2yg~D_%ia*?N|;bvn8bZ{EduDra%bSM({QJKbDQ;JED3a*f}Xyi5G_NmyCIT zWz@R0Q1y~tTT|5Gt>887Q5ScGC-s8$=M0F&fMM{mG4Qx4oLTU{rSSL-oOSTst(@JQ zy_|nIhd9SzXE-N0XR$xWxyZT9xyHH0xyiYY{XNbdZ1*{jI8Qh)IL|q6I4`li;=F~u zhkfLHfW5;EBjO(0i&LuqZDb5Mb5!eCFeohu=7hc0Ayppwe zMavK)=5eOuHI75f8j9E5m(vIDBNH*LE#6%tyw~c80;Pcs2r`I^RSQ9&04ppP=kF8Z z=wn0xGQ&f(g@oTHH9OHQ5G5_)Pl?KoOnnngMbQ|#Pl(m%WOjjYwM0W#0POY!`J7~P zG6!)Tx#A)iBGMrza}-3&x)RscY~=6JxaP>j2I1ie(?)7<;_rk_BT6*VIV1VdjC`2~ zZ}+&zuU>;)22Q>R-#Z5seF7dy@cIGl4*-Sljc$)_iT)K` z6I~r$9$gY$6rB^D6`dNL5S?(V=yG<$(}{swsC z1MCazJM1UyH;hCJ9nKf2a_oo=1pNaxLT7F-V2Vs5qi)1)THRIP=Z%33S9K z(F>gDkXYxBbo)pYAUfK=Vo_ihKEM6=9FL<`BeSRfVRtg~{SHxp%xaUmoveRFR)!$i zpP+RzA4*myAsSh-&Lo*OBh%PKi$#zCnfh;xNI;N4W()}o0uCUWn(2rE3y^sT3fP5A zbQr#W2Kng z2O}Qen$wQc5gy+ItXn_$`(Q9`qu@c4V!3`Aa{U~5{32xe<;d?V;cIKK{e^97EPwCf z?BMJ{6xhSr2Y=ijv%~Pt!|>5Voa4AXfyi(?W=F6;$T=E2W-pH3#@UI-*^I|sheuw4 zxUw{cC}zd{n6P^jfj!0|1`UtJq8|Ta?m8kqwT4$W2X9Bz0CmA3Rz{vLfp?dJ2&ck3 zCJ~P?3l5wMQuCAAM^pWFPTC64kHS8axGj3E<6j5Cp|ebCr#!=371T?9%Ooq zRPOD;K{tlS*90!D3>JzYbfS7A^O7WI5ssU1-h>-xkn6*^f(b%5#}N5XWXey-?Qf8^ zpTh5N#eDv3tWrN7tFL!Ocfq5Gr>}}GjxLSPhQCdP-%W(CkB6s^g%N)wKTX2D(_k}U zvk?*I!4^dqB0l_oTO5lO|NXWMKQF^0l1C-?FU7VTdt!_5^8(ny=v-`bu%8p1fybN? z`*}Y8PL5g|T^ZdR-3V{big`O>7YMGngs62bR^by&avwha2r=#z-sMMl`R7>V`;C2m z%)d?l^KVkG*ibDHE|JtRp(qz@B+)4lwIE?GNw1I0o01tGGHFVx`M$vaBardO<1?9# z9v)F9k&Y>;v50=@AAEXb&g~|=oG6|?A)XVKo~-XeR*oZG8L}oSS#y+Vsw?73A-b9t z@Z(OX`$)fy%t#G@k*SsO$RCs8)6=k@4I_PGGV!q$tkND-l0+YN0rmh{{T=+8^w7w} zC()o#sFP*z@>XgGUo#F?oG~ZWbX&a!%wh(&UuRb z{0jD8wtj_7{S@0nZ1=IhgX6EoGW9ul`{`I5_#2P86^~6SgB92>hb_XhlGjKWe8TFJ z*F#wPJ}?rCx?@jR`p&R+@O4s~5R6g_J%jSGYQIRVt4FlFWKxdkW=RE4)cHjDe+zsb z(c+Ogzkk5s5pI(x4TP_csFXbRaT( zPrT<2$m^sAsSB%uj9v<+1qVo23oc7v-V6Lmy; zHx1~C%o34xB*=6OS&OMMGCE;P$vSPszlomu2R!^OxSRX%?u)4G4uEgl48JB*(1cwZ zg&aXT{cJ!{xXB$Esh# z^?w$Aa0K4G8%TU3{COR)_!{{1s#tC$xOh7Jn4s`}u*?|J?g*US5s12LwA=rAZy(_C zKGD9|dc%6+{_glYIj${Gc*|&;XmePLXp?9w>^lIJ_rP(35etad5)?26&omv`ndJRh z@Y-3pCE0o^?wtT5wE(ekICe6Qo()?JTZ0U~2^o9`GB~Lzj^G`g$NRd42u5%@!Q+2` z!^!py_5t~uoD)*(zXfLh9ODA>an9V(_Y{ip8HBqdy1r6CK^2g(iN3Zjq9^It6RjS> zOhlVUw0K0xKw>VL2i${PO;(5@dO55*yG z2Ecb@eG$TePsFt{2YefugYy#}_luLy`NPq1@;C(?J;%T?acmq5$BoU(F>-S8SK^UB;E{Q_ zHR4DI$HR$2Kp>`gl$7FAG(}Nf4vYI;FbBtn{|>?;oPRl7{FP5J6uCvX#ZfFL0P}GC zcm@|9Uk@+OiA9L3$nYe7kk?FV{`2^m{C)s&WeeWfLf9yHc4v5WeXxsFz}piJzXjYA2Q8O=IF^P7*D{nUxpVSM&u+K+T}4!J_m?=B0itdh_XaG*B`j5Ym70e7W3mY za4Sq9vfADUcraNFiNtiW+7VfKXc<`C`M6G|LG3aM?DzoqFzMzJ6**Ca*21+_0qj~) zTysQg5&*~i3pwa1Jog%q=y~K_l7UGbosIn^+@3)0$^yD3IhgptfBrJ#|NMvGXp&Pq zzz^$3n?|cfYeXwWD@SWatK+xE@W77n-=6T}9ZD z&rt}^AjBgi;J8wFo?5ZE(i+dy7F#<+m@bGs{i6e7ab+Q5*ak$2U0@qX-|sl8c~Zka z2EO@)I-O+nRN!)g$Gf0kLDsq;lkb`MgvcZtQRk zg{fjxSy*kV2Gtzand(6eqsCB+sU=hvwVOIaouaN#+0vb%***6;J^xN<}D|c2jQZ3-yUQPo1Tf z!-i5rs7$I8whmNpsvFgx>Prox22g|X(*UX$UQH*eJ=KD0Nj0I`;I?z@xUSSdsymMB zg=2bBeW)%tt_{_dYKnaWst#3+DuH(vhe+eYdHMv*kc}#X;1W_FtOv4Lir6>>c&9J$ z55fDSQ{e)W`3QYR5|arB-yN}_6wsIl>PWI;Ai;KI?FBcOGJ>5+z1b9bPZm{1zeRE* z$0KJWvm$dN%_1!#!iY5TJp4AiI{a6-dAJSAMJjwPbStzlv^10%>K>{RsuYS3#f3tw zhs|Zbvya((>{0d~b_F|^9m)1*Gud`*YqlxdoUP9`Vr#Os*h*|^wm7R{l`I?d27d%U z2JZ!L1kVRg2Tui0;Py=LX7Fn8Meu3x7yjxCdV+DRlr4|{>cF;PC$kgSZR{5I3VWIT z#D2uHI#@+W9I6m19qJHj6Pgm55ZV>m8oD035_%hYANm%`4gC%oVU7?R;)GMeMZ(>} zJ;R5>2f}nD9PS_K895O-5-Et}MdVRQv<&>UJ}eXHU><6PtMEk91#gF(O4RA(dv2=1 zgUE^o4{?rF=nsuSefR)%oQ8_Wr#=K%%YIxLUnm|eqs!Cv=q~g?dLF%)K24vb^I*x` z3~o1Wf9_W9Zte%}SFVgnU>Y)QnNiFHW;N^(bC9{k+-H6vQ-@_+EGqK9Sks`Qc9C%y8*&xo})q5$1>Kupmr@ zCx0G<@aFuZDaI5g3aNqFU@Rac1;Vt18;X4SAu5g7&(Maz|m&ig~w|__WL@q|o zMD9hdMczf8M2z@sg^0%_b`xH8C*tf|RFOnUN$MU_k-i2KMb_)+0tCDTxcCENTO2S; zYv60beBYTvjH;jiKI;Y;DA z;g#W*;r8%bI(#;CE;I~QEL1Y&Vgu|e_5*t!p0thK%T8nG!N0n&#o(Jrlfj?CKf&k0 z*YM4U!P~*Rum{0s!I!xAcTmc5;n%I$YwTIJNvKZ90uMVI{wKUVGCeXFo>Lb{K@1J< zGgNe=!BPCi`z?YPU6Cq>_b;OEp?=DQk(p$o!8{Bck_H^R2iY$JnfGkuBtFS@5hhY7 z@(9<)7Q~*3;ql?#;eO$^;V$7i;U?jt;ZnFhL}5Li{a)xrC@XXVF==CHa%fp-BDN`^ z)uGv;4ftsrqQQaCDMW;Khy`)swD7p_tgtTZ2v0ziD-`9UuGkVK8h0{NLi8R)>2L;E zZ45PnN~N{*WjdR#%B{@Z$X&(#$bHTgGhC(_(}Y>atYUJR9Hug_IByJZ2yY#41#cVn zYj|^bQ+R`UeR!QTT1v)3pjua;QCkK z${2;(qX+7o?${fV-qr2dv z4xvl60#)>QAoIR4R;dm6vzGX&5xT`S(IKja-)f`!ZiUKpIJm3bz`jOKM`XCG)N!g5 zt)#cpi)b#_M^ELB9m-wKUB*4aJ;i;-ea+3oqZzp#JfaivGY|K@<=)`l~(;MJlwZT>|1*`E19gnI&W;-JPMCeFdWJY*- z*bPzTn9!uqd-e-k4!LT1a9hw7-~?v{mIYD*B?3SFI{yv-9sgH~N?P|MqY4pYb2Y5jXsA{4f2#{9pVIzrimLNCM3Rtpi&Ey92I(FVHQR8N2`! zvNE<0JD9!1X0t^@8KIM~PT}rhUPK(Z9k~%1i`uggvh*y}aKC`s>w|UM4j$ADZoVdJ zgqc89r@&9VMm+wB>gNyYjo-Na3fA!@@=-Sax)-183iSJ?fE5{t<2ztq7u;Y5*ncM& zmg8VjyQ5AZ{QNc41hWwfn*&ECfFmNRlU=~?Re_AJM(#%H0ukIp#O)Ry5DtX6h$q)W zGeh%2O+$@C!Vov~ihY4dvX@+`SW{RLKQ|S2 z7WNSi6%H2;5q83FQZ&H#3w8=p1RB9={$jp|=im*5Kfh!?GL@O?%tG#5?gixTchqaj zjyjM`O0)-lUIpgk0cvw!L>g5_ibW*h#Bc%d$Qj_7d4V;7-u|Kf7QS}AR^E=@iJm#0 z5ANUYh3=K^neKV+2kxitk)Da3KHlNp<-QHR*Z%kZ62Y>;wd^J~j95K3GAZ&J^*@BLpq@ZTO{l<#_Q-3X{q$%56rspw}R`nNeL6{rMl% z31oF8vQ9o(kM{<0>OMrA`CuOEqfU7ZEKmtZb97{OWKDQ`_(14%=sx>~bp8E7XA}9hG#_PMM%~65;fO&)K+{96z`TEA ze=Gy>FML?=IMo>c6#Ey$=>+Q=>7{$@TgUwAKhulP^- zcLnza=Y$u9yF`0LQ^YgH)g=uiKO_Z`G15`eTD1SL%+%_YmlYs5E14@JL)R-r?{5xV#Sfs-fX zyBP^D%vCc2Zegy5u1ps}{4RmcWio1*U{w0=?Z~UhnDEqa1oHWr!O20L|EIsVubZ#H zQ{dU)-sS)lCs^Vw z#jJ&`i){;R6&;lv6oz_Vli3y{SWnxn!!wBPVrCh#|fthPm8XJ zCWse`Z;IcF&x`Mir-&DbtB7lfGsH#2gT+I|Jopw@DwZ~vwU-@{pOFg`af-IeF3Lfw z5vmsI_G(tmXr^nHY0hZwXm)FkYieqmXjZEKQtwgyqgt+9uFO<)R>N~QY>U(b?gK7KD(bi#7<(SEj&_a# zjs}iQM|DRNM>*`v;+}Sn&WF_MYaRM!qV(7J=%46gH0ChUY#E4Bs=- zBl0}*GEyd50gUaQXnEw3&rto$LNCt?-AH3_e?!3!Ob2Vf1H6|NT=^PcW*~nYX>xNkVj{li26sQG4L6X445AyHwpYeC{_wc9iC-a-~8}jWu6R$U~2X8zx zo+*XeWhb?hDu6PjE|Bum$o*y-;jq5A``7;9l>a@QLqEz^M=4Ze~!Pj zzn=dp&c{ICFf1n{@U8T2@;W?TPi;?4&qViF_i@)z7Y+JvopZUfwX>nKyt9P;HW4wdCZ+x$O69TgWEr6060DV_O{wxIcZ4G#jx71te zC;gs&&b`LH!JJ|~@E-Hh1#-bk;WVL6^jV~mh$KFVN3u@3Notb%rIlqZWNTyxWD0q4 z`7QYi`RusmaitYi6qgm(6l$eP*;v^~*-F_7x1E%Al^vATm93S@%9_eA3R*czv0HIB z&KLJxu87N)S!4sHTckE|s${xopGbgAc#8jtKMshsIWv|i%x%Wip<$dxhuIHWw_1OjznGhuTA7RnyWx{Q zM^EcH`VqQex@bYD;CaFQg0}?^3N$*Q?tm^!w@SZ8|HbgjaKLoTpY31ljob~~ z@qUTFR46Ib7_~zMI+=dNyTEe`^MofQ`y@`8L3StZYMfFjQT|eXQ5IJf!$>VxwO4rr z@4Jn%xU#Hrx^jlHsj8l8j(W7(qsh_CNa&vMBk^XUBH5oL)w0RYwKuf2Q_7{(OR1D{ zMSEPEmAoq1nfNg=C;n3WU-+M1$|}m9aaH10%7)8sOAbhGi;j!B2$~7{G2NLExZUYs zEh~fTSQMBY*zQ~Ho9rFvwR%2!9(WFU&U#jPW_vn##GW6xVj8&5x|X@D&d1JjPPucE zqo3oP{h|8UQ9Co*f8GQdU0d2e|-o&dfg;JbM=zXI$b{}TT)@W3bG4WUVtBf2C$C6-EL zk^-?qoGBh5UMtEH-4Z?&@`aRej9`%9EB`g3P8ohL)H3Oenwdw>qL%?x68&Z6NR>$G zP{q)g;LM;nkQU(ill)D6U44IhPkA|BvA3^hpy!PHq`Q#Y@9O93?0V;X0N?54v^xqM zGaTa`di!sC6MH@T7Tac9z#6iyvaYrEw)U}3vQDu+w!X4W=#%m%dA}A?L5ZZ(e z;RDe-(OvOpu~EX4R+M#?&6Mwu?~TijTd3HmP$^3&Co0z}Zz~IwMOB?uM^!&mE!9iZ zI(2c)AWfELqvnyOzhK{Za?}qok^Xf27vb;jQYM2c=q2Bf20OtcYC%c+d9xM zkm;M^+u%9x5x7gZZ#Z8$w>Wk?rr0Og8`&z`?3T}#rRK3_1?2aq4Mz;q_0#q9bqjTG z;bCJ7#ucdTt`Vso+hIxiJ#?QtT<`w4i)gv^972}=@ICuAgQ5)<&{8I6xSzPWz>-%`ul5er z!)W{`zut4*)6G@RHPg|<(cj+EZnOQc*=^r#$yjKlsy*JGg4WN zY~Zfo-tAfG`QyFqZH{Z06U+(JMm*AiKYD>)=?0+f9OgMQgFll$N-$dRPVih{6%+_) z)DA6CLp%~*6Al%15m`mQMYY7$#8t&L#SW2Iv|aSKXrO4EXqsrb=#R)FS|i>kt|jRr zIV^bqw0%=TOG-*CK;-L$*}|fNmVz%lAMYmfg~{gTaJSPp>7rCyssehlS0e6+nXMF( z1u_GZy=T2$-K*ShoMC64BjOn380t_tIF6_G&Lw`gpy0zj>Z{xA~`;W4UhmX5rb=ZTs!n_VLcS&UVOY zrMxL#%5U~r1Fr*xLO<9JkM!Qyih(<9#&ss&FVkuewsd-8=5DY`1lI(W8&Aw zUylD4ua6fe7~{DK`{GZ;do(spj{1?ho2s#DwPL#BkbIN;jr4)Ef~11v3F6iU;W6O= z!5l#xzZ`!JbCmf^d+0=}3bhb*V;%HKdZ6R<5ZqW7aDv%D`PV~vp(dzH`vq18>ifp| z(tw&PxW>7bJ6<@7+DF@M*0Q#H7Mo=W&PRDub<+pKJHrnBU;6dB<+^*wWAzH!7H|rZ z3uFbQ3;GvKE-(Xd-qKyw{n9_ucQj@g`R1o4#`@6G&924QOTBXPy}vyp104csU^CM( zeUu4~b+=%J;I-tIKh3+6B;KsOZI33+LtM>Qu0zhrwmJJld@YoL;E>7 zJ9%Jo+vJ|f?UOGipH1$h?Vyd~xE(2LQe>&_l>VvJQa7gdO+A!4A$4JD=TvXX>y#JT zliIwbM@e-OGBAE?QT-J+JFbbesI&OkZ*Au+n=Mm;i<8VMb7ylW^HuXjGi!F4t!5q0$|iF;{N;)1h-rmsplQ6Rt!b30 z9sH|-shmk{`fa>vJZM~Kyk`8%*w0kPbksb_yw2L!nqxm_ukKR0I(f=?Jl+T1;(ntq zCGgo_EochdM?MRHr+fx=P!LRNVIIZ%EI2QCE!r(|iBF4%ND?HYB^i>Ql0?Z+Np;CT zk`BJ7m*Z^RFzbcJQ2ST zKM{Qr)f4s*X7Xq8JAeZpO&_G+a^k3!&^?VtzpMr{K1abdZe5>@}CQ6t$ek|7BbETRYop+ow1?J1y=T?rFaIzK?+e0Vn&G z{Sba0{u_PNCFt&+rhZYizzB*3wFEYiTD((wRr*?PkdIN!RSZ>5QhrwIurz~ARa8|{ zH9<90V@iAsuQZ|z)_79;}qX9B-%|jQFcS}N>Wr@PP|jNO;}72FL(?rHk%pAROA-pzN6k# zebCQ)4P9SD=$P(>o#Bz-SnIHZ*jmBP!LEVcfro3uUG2p=yP<1^e=Qa z>{Ils^jZ2ThB<~C#_Prb=APzm){fSH>^toZT-9CWy`{ZV19Jk&;qu`$%<+xoF5%`1 zLV|wMS<6z(o)B2|!MZVgQQaa_X zcAU1CR;%rzEu-C}ovZa|joMx*ol?%G{F7o!$w`r?`cvpsYs#UNO*r<1wrDap`Eg>3+ajzu@CGkS1;3;#OaRQSK2DA1GJf0OC$3FiIKgaXRJ;+hgQQGRXTsN&T zwKbM8zBk-5#2bb1nG41Vrg0{YnL=GU*t`pN&wR(6i>t>4`)2-bUJc`!Y4ao;CpPg- zsiq`TE)e86OFzqA+Y(z@r@(o~z0Ixh{qk}G*ZnJk)qU^FgvB(o51fX@>NUBu8>rqL+9jC8Q;!-KAP- z6X{jlCzq6!bU`h8Q}jhNTeMZQPIOZARumA?xL#g~Tq2K9A{rzZFKEDP%KHosb}?AW zS(u}L6L}b!5FQ&&4HXY<4IT()fhjHNt>^9Sn&?_$-)d(qLaP{l?*4LYkDehH}Ky7+ds#@ z+&>)erKvyD|J?W6m*aJTBm2wq*ky91f%71+koYPL+^y_-0%thv60G1oG? zjZ%}rpfiXJKK)dEUwwIflD?QeQQt^kPd`aNQ-4?gPT#>W$k52x#(3S7ZTez)ZrNww zfMHsj>xJ*G?+g2xEre;IigZJIAb%o%qj-<_p8SE_too(0B)m&lsU4=B0{F3fLr!i?OQ(C2z(dH!&PEJU!lx$5JnOrORb@GMeD%v92$=Xrc^{{=~ z!`i#rhg!WhSNlPGUt3D6(5_CJnDi$8V!Tr2Ri2V_qR)u3fajK)P> z=<9R|)(J8`y|=VWp(+s>PInVJ|%8%paX`X2fk`bmb?2B-11u`}{l6-(GW#nReR z!;*yfebU_9+`?P}`K}E9*2!GoJlWjGJl)(MS+JvdfH~8A8OI#7?69;&ZMNUB&oRk8 z*FDHL!>0;X2{uQ!$r~;c=>vt=duT1rLW7jXt;>}Hlavv)6L}>`QmafQe=K*&*T}EQ zH^^?uGNtpS-6XRmKe1?=Tda_DlZ*!*ye!!w*&&IFgJQ0j6|tyT>fzcDp#~cy>?>q} zu||l-h#HAniJA)A3rB$iF`}j@PL-#YVdA2Fq*Y{jXhui?hGSh|Qs9Fx+jqvZ&6DmD zySmt$+W$dbA7|=giW-cDDTcm=8>k=lAx}RyJuu~)P3Du9TNatMD44K{)_7|IZsV;Z ztX-@&>pSZn+dNxS_|q->Sv!p{2O>P#d{|9qRp%zx3fDngf0_PT{vqh{FNutgOh<1j zjV?paXLbP}{^0)>Dn(jJ8%clJLfN{wJ#n*9tFtP-%B}vW9*tZzSJPY5OVdD8UX!Rv z&@h@(nt0S)osgvtYWP5bb>oZ2*NHC~AJsTDt2IkBMs=>bq&iKVscNg5tDLGlpxB|f z7I!r6DDYulS!>xl$zw@^I8NLEXK)~YIDZ>+oN>}h?qqbadEnBwK>H>GCo?C!KkNiM zygIle*gMc4d26))iSL@Pt*^H4llQT=xwolz1vu4x?kDcQT|Zn~o%zo74xQsKd!Bup z?Xzu*^@eq>Wv!*NxxKl#No~?#c)O9IoFQ9(Lcdf$N54zILH|qtN?+NKY?yBtYItcl zXQ*c^Z1fp(jTLak$*pSZdHZ#{(5-Nrd}g0EqzR3MvgbOzmky%lE-vwiTgN5F4OiDz z4@|6;=+S=EzD>KHb}D0U#(=_I3tKaOWo%4en0`KWf9h-aOOND^$%~T~By~;dp0qFN zXi{bP*z@Ga$<4LZwOh4w;8{nsKeV^BPm#O2YHMn1CTAo!NGzM!Q`1y)M6ph>L^?t` z6xY@j<`{Dx-3IdAn;LXvA45kG3DChU-u2$A&i&5cc;9pxL0eUQr++D)l&&)N~Hd{M7p6@C|Z1x*AU1X7q>AQl9{F)re-)Z7Wc@Ub20$W!v<&$F>S~F{;mX_D+s^4!^_e*x=mZOm-D^U3Oh`ZF8@2J3QY# zUwyZH^@1tEpP~Dqg;1KhF{f0Vu0t1Pnlg#tKx+vH3ipX0iJQqr%dBw;icHlqRb9;l z&CK{?__EpJ34h}K@vY)p$B#!|TCeV-exq6oc0&TpXi;`Vj(eiYR*h5-QwLD*H`lb& zRDc(rMdtdhx~j@io>IP098tWDyB7CLo+E!N%aP5Hu9lt`zY;GO9uy|?tMgBC?{cT1 z2b6_bjAH2WSfPG<8UBUd&Y93SsC60#8wXnj8V3%bU)s~(4%X7&*5ARe^_TE(^BwY? z^WOK)_iXZL-Id)Zop+t>96cRqve_S4FIyK`##(BaQ_N=LE8{uCX2UN1V*OR!8C_9b zF8l)W`AG;I8sKgrF+3*5O3L% zbTFv|{4YNtknlaxlbD_SE;%Q~osyMyF>O=&q4eG9C(`w4&a``}4^zjc3{P<;>yyhQ z6;ApT|2qDj>ZZyix64n7Pl|`~2lJQG3u&@)(N$<1mZ8_&CRjCi)%TC@hWns+n`<|<~5$$=bRKDfC#e*qA3<|?c!%{;><1phPR3Y;%S(XR3d|P|xIA<<~ep>qm`FbNiNTKss5ZWCw zgvF6{P&s8m3y=YwK`tZUtrYAL90jg(ijCrC@SA(+1wKH(^VKrf4;SIq*f>Z%5NaaiUS(qG@PwLQoq>Le6^R>jF$T!QI1M$(iE3XS-~hY8h?WW?E?)YwT`R z83TsJ#v#VVrhcYJz{iyJ9r%hI>tkD%t-HN~{jL3!y|1ILL+rFUa-C0|?_D=sFWuSh zN1k(@C*Dh5qc6u-FHj-y5?Yq5(9Y1l$iB#3%rclbPL2fKydu0xyh?(Gg4&|CqPmif zlJc^~GAd3LcT#ahk&YUxgE~`PMpIF9RC7vmPxBOcYo*4l4y!Awo2sX&ma7VsF6D0J zLFEqRUgdq|1Eo`GQ3kMGQ=U*(Qf7dU@1d9aG~bb@q}WC+e#ZLt$Q zuw{Z(0x3U6@XJt9oI-J0SQ>;_1Ei9caBh9nT7fsJh zcGRm518NWb3;iPSg*ys%6m%?TUGNfoJx?FfT{fIFtTZh))wa~K+_v7gcCq)dXF3Nv zOM7a0xB*4rUHD75CKQ*K!6$!{e31-L^j4J76xFmyte^Ne`D*gXlgzbmdI7Y6pwZVxQu;iE7O{#S4|(8 zJ|f+n#!tVWT9A54`%`-_(VQsP)X;e1G>Uxm5E}_w32Q<-at&&=g_x8m1#NOKD1>~0 z{6J-|);rDF%h|-1VWTa7%udwfjM-!IAlJ0CHnYyL%|!eyVXtB@W?y5QWg}QeZ1I}! znNFE*8&4Z$M#gx+u+K2wFvc*}Fv4&i=VF*~u<^X zJq|n!91QLcwu0WV36zK`ba)L=)-RzC(9QT`_@hxNbpexcL-I)SP5evTLDWg~RqzGA zp%rw4bp$uD5&3E@Fm(>Z=Zn15(mBSfXWnXLmWzVtqa;K7 zPr}M-D#O>70TYfyZn~r%hyQ)4c&8{HS3K^n?7HkJIKi5*9LZP70O%POiRX(GMe(9a zf=YryyeRXAenx)=E+^lgeU0rn@S0B`=3>?EaV{c<^prA9>BUZkXadz`|_fBPJumVhA zY(ae7D>@+hCi^C9fNq`_=c8FdgM{u$ZIg;>HQLF@Ex{CP%F>h>DMhp@ZH1&FNsSZg zBt$d;%^S@#&Aa&L@wdR!E46XjCaDclf2Ms-yO4f7{ZabO^xElF(krHwPCK7+I^|mO zmE^jKbrNf#>-<{rT2T+U>AvWJXe;W_OWe!cf1$Fj16^cID1P$;)gMa0>-QRt89IX}n`4<{G1<(v{?0+p-R_<4$=*@kufF#_PJjwD4YmkE zCQ{eQ_f1RvaaW@$F3pnzHWm%*FD8E z-c!X}-rE^f$4~U5A46&RBlIa`jQoz=0ngqYz48atBdRX99@hvxu$gb@3O;JxnHT6ZkSN%7ZZ2ec&O4VF-Q+Y$VUAa}6hpy>T)dE!m_|r4> zQ?(toRlQC9R`m`TFGpFR$XBE)QWQ($7R3eSUU>(3OL=!$M;VPJ3&)7Zh;IpR3yTX% z2rl!od83(eOlfWf?nf$z>IvP*dCc{5qD*umFnSSiJB8Vz?BL+=;QK%hx>yhiN5plKai(zsqU|2=e9v{Sbe{^o z7Tn6en}0U%LY_OE4)K+Q)>b|?+gJ;TT$u}#vD643yX(lI3Nob$cF==OVR&p_IN$tzzm&vD+P9|j} zW+Yw!$KccWG_B)X#$QgjnBYzFC9O$Wm*P+Jr+vxzl))=P6N_V9zVlMAGCcPeqo`yyT zMhASJfTzG|a2~WDwvV!nv=z4%#Z|M?Rup+?nSHr^xP7SojO~?5E4Q!1v{9OK4;YQ(Y(G4(FYVkhNe$gZ019ZH?f-^9mASgH_JS^-i>L6MqnkUK?{t*rp z3>VbH|GuN&(q!iHJLde!iW?Q72e|<~He|u!gP}vA6~R@(C%&h?`|kU0Nb`YD9Ja8P zwU)D$v9&~>@0;U?V=Q_zTisjSB|ODE6=4py(|rYa?iM(6rAOh(^8D?o<*nm=h@L`I zUnAce-)rAq=*K?e+FQ&nWM_qEglA#amwdn1N$7d+V2a}`RQNBsZ@7J-@S84}CUA-D zqPf!9(lbyjHBdBC2$ei#QDwUFt>TShtYU(qg`$;WxnijzO{rD>h97NGZBp^njJmkG zm^z>esCKIMpo%K5dZ@go9HAUazN$z$M=?)vJ??tkW%+se6xk%1L@Jl=6CV^egWpC3 z0l_2wef~z?7G77T2Lp*ay%K8ie=(Cy=ISwk7Cja|9G-|dhCXaRc0_P=a4oci*Zo)g zI-kx*LH)%=4Eg~*+(K}hc8AkZ9Wi&Pb+~nndAT_o^#H36=?CjZ>e&2n{)4PC{EI_}YQbNT9QIaU>Thb434F4ppOI(*IPl!u6qdBLsBCf=P z!Ko2nJzkZlO6;86HF+yA;DNM*X~Q#yXZ$SutFWM`sOU48zNoHfJgh|Fl7*Afv}v`I z>m*b0G!|?sq}(RkF3S_=iBAhp377Gg@m45l+lr`5g6 zf0O?s?_1uEye)Zk@@wb6Mh`v1P}p$abk|hJTH9LEUeZ1aN~rSAvd+)W_s%@mAJ+xX zCC^Z>uUDYgEsHr3vUY})meNn4zno9crO$ygkwB-KN~KZ7=wft;8|0Sfm*p1~77-2v zmOBY6Cn_syCu}SHOR!PU7j{o@N3d8pUsxRYs2XgHaGdZHbWbmsXUq#cZfmMFwE#M) z&QM+V#DqUt-ey7!g$r5AD_-%J>}ma6+}`1`;{`A7IyL&fay+x#~IHv(?V<;(z=D2YfSWLj?r z`eS6BKJtwqW@x;fn0@LFb$TK%nI{#91RkMNxLLee`~cW?iFB#dAk|B?vSe8^Sxeb6 z*-BZytU%ToS>=@cC|HEg;6k6tSIF1OYs>4%3&|rgugoP&m8Z!^%16Uv&dHz4pU5}J z*UP=KpiCu8l*!>gA_-Tb5i7*x9Q79V7fu(<6inq$<9Fe8g(f9~ano+PfXbr+m=R0C z++-cBIz-mzXQ1!jhuH)zdim>utD#X51ory&`C53}c)jj`dxvX>E76(g9AO`6Uxfa_ zB=ZDwOJg%*syF)00mb&<^RgM)7+RoUISdUr> zJ{w{lZmx!|<{QIXLk)dJ{pNyI1=aGatiQ%xuRD(`6>ac$lNSeY_|9NARsu!c0*gC@cIxu=hpJ zg-?V%1ziQdcwc$MhuSe6nZ`^@+;(EZT!_}8kE%^or;J#GW_DyoWN2szme=R9qkg;RmP1e9#*FJ#T_wxlWiLEpM8Y=CI6Xpit8p;)L8z7V_yvNZ_$qh5>? ziNJDx6a6hdAg&^*Emo4q@|{m@4y-%Gg)8m?*RF`W?| z6D3OHrN?BaWaH#hVX~pJZ_-cF8|YUykkye*kx!SmQFKvkP;FNQH6cy2 z#KwuOpsR>#S?##g(W$%AcBV~ApPv3Q{bTz4^rh(o(D$8`GCCz6c}$(4NEoUfuGT6G zE1Sl(j{8S;SoT5kQ8HgNOEd|!`y2WN4N-KV?U+&%vkG>1U|*m-c%&ZC;%o@4LdUyX zV3vO-C|tKU?4~@VR#G}Nj(N7(wp8>{9-42NyO_F|o)}&kx}opZP}fZNtl&jKqAp&i z)Jyf_z%SfJU;6~KfE=ikest6DH3vv-K(TJyaa}O)|UR9`iY;v9{D2tcEcHb2@jRX8(%W zwf&f;xxhQmTOybz$U>k0o$!^g1+15#pI{zXaEj04hj>w5HGUO-JAO0%Ps|!#h3`3N zFKX$ZoL^Yyg{)rkIPxH(i~Nb~#QFy0TgS?=R;M6qSCExx$y$A6{jcU&^XWMF_l;Qffqbt@ zORUp<1+y($x(HnYn%|4u3*7hIm$*HNdCI@I2Vl8eJ+~@T8_J3Cn5Z0&iK3=VDihBX zXVNgSwSwuy>&DCE_vLrQoQO~05u`#N_+0QvP+L$#a0R{Kb+C_^BbhH)CTNEV5x3AT ztSTxkatY0`b2LOSO0bN-n*SOTn5}rNdEc0C%m`)(b00HEU+53?G3o@>5mV3xtZqkE zeM*R^BU>@04swWMfTFyr zv?>H;`ZMqda}wt#egewdmb^Q8QS#E{rAbSY?k3zySPQnMy{f&c7r4G0`FHts*22vu$xO)s(OyvzL7Jd2Qdz>8_ z925NE&-eHA_4ZL%xak`(?G;zHtDm!<^CUVWSJ7vBZhmEM32pHz<0|6~=!>qKZkR~T zEr*`Jt+kzXujL^6Z#~R~usF#8a4Q_Ba8#(9n%JA$-@D$qjHrHoU=nK#IPVvj$=c{! z=bP@GjM);E_ptYvSKt@=?+5M&y0P8a{-FWrvfK+@!kpxGObvbveGXlKHi^vt%diFt znf;j!oHv_0lWV~Y8pF_xoKYaRbYR{yZ<)2cRlIuqy3nZaCX63{FW87~n0fn#8NRic zDnEmHEb`q97qIrjILwI*r2EsoFbP}-IywwHGDmnvcy;-;Fkx^MmDeBsEB;IV2>uX$ zHt!rS7juGXz&TmqC}we|VbX0k*TmIv6PZNhHI};o_nxMY(pRZ#lpbqcOvhB-Qp|-j zSe@b(^_=>L-cL8-HpU#?5~%D4a3RvhBvn)TD0Ki6^OdoV1&5MhIEd)@x*2RRJ&c}2Pr>aVx*BFPq7;j0@{9TxQ}ILSA+&%igo-nVdk|C1jd_is z=b-C^>zU(?!)|liYFcYqUxADIVfqeD+A8e-m|jDZ z)yUckUuny?yB$7<3jNh_-qBtyruZs_YK2Z=h1PM=iy4=AcuTslsPMMnra&Q-3zJ1!(S7j~u}L=DsJe7Dlv3+9K#HtB(6ECi^-tM3ulr9mdx3%TZw{{d!! zD*r#4&H}utw0Zk+Prb$6VR2t%aTa%2+@UNi?kp_s?(XjH?q1y8p^Y?Y(%5Of-*evo zcg>YFNu%dH^UTaW_spO-UA*z0I8QBiHMc4?67u*NjIXqDwW4bmy*=P4v4OGWJI!?9UNNTu#!s=O0tQl8bnqR>WBCv4b^|D8)<557K5q0(%sj2^iKU#!!yGqV$(=djA?;szDZ*a zoBHA395Qb+-@*4ez^$(4-sbP76e`%-nhqQH8-wiiMd5>2L&rqkAU}1s*}%_hu&z(4 zj)NL4RNbc=M1AhRRKHetr7r%Y<}#JI&(XJSe1ktUSK#E9phjvw)!r`pz6?ai#Kaac zui+CtGQ|93Ej5e3=+z?nQ76$OD=kAEE|XC;;|`TE${jkJs^(KS?)8P8O40*-gFYnO{I4v^@bILb%LY7 zCs+A5`3L$2`@VUp2=YrZ^@$ZX;Qo*{Ste;H*Ve zOQLItD?Tk}T0?JhZ>lfV_c{1Jm`=ALQL8R`6TAm=>}cw0YHVptd^geh(fZyx(AwYH ziF~@zY&ItwT~r8;G(JR3X0`bh*yI;7@^_=|MzxM<9g`T_FSbBjL6H07ab?J#&5xfR zzczkJe4+Tf@lkQnaou8i#x#p+9#uY~Y{WoIKTC0Q0dpTy7t=H217l8Ob|Y%6&!@|) zd(58Ego^w$I;|&AmvujQm8#PWYD~ul?0%cSq`#=Y0-jmk^vvmby_vl&JoP=hz=)J- z0e4|{0e2|XpE{KoEeM1Bn(Y+!qn7Qe?Yu3)5$$;FOmcR0b#&!)XLlcU9ds2+&7Equ zf3@F9xtcN~d0O(05l+i*DhYdmW_`8|a_qo~YV z>s{lm=qv3zM;)SwAwDCc(UBL_^NmL?`>*(q5?xpUf7(h7r9#vl{)HqUccojBS8_>q zI#-Hmx%sJu8Lu6#tw65brg!O==$GmH>3ZvaQ1`q_y-NL^9HEO{dVzYjdH@xmHR&Vq zU7M=yr0b$Pr#p>3sjMgMZHU9iX#!v3AM*%vHA{V%in}elkp3L+cuRuiuKAI99dSf| z^ANM%9BFRAa|;-Y8IO|ND@MioE$ZHHQE6IN-IR_HwdrRuOKpR1-AB_0|LcLKw6>gf zCK1|GD&kc-i|&`!fff(b&cY|_g00A-%B>PJygSkbE;qdc8^Mj-LeF5KGmptVi(Us} zx`TtBBsJ*8^;CK_I6W{eP{m)-za@QB`UlS!Pu{d*X)9e@Tph_}_ICDmu5c`N zB-w8>4mN}}sbt#=r*I8C-I~~tGw=w~!Pt(w_qext*LlbJ$N8f}nL>Zl+ixem5}^vK zM)EsF?eJc5H#gz+XO74Y8)JCHJ?m5JJj;AbesfOpQC8Cv^5@e`6HQT;C`+D*0uimF z+M*vVVp3y&#uflK(Qcwkfs;a1GpW;=h5j zx295Omve=)erna!d(Jz~n()dJZ1FZDRTi&)-ukKimG*OG@~q^1ce^6WIbuUOLgm8tKIs=>R{jdVZBJMv6HonbuKm2)rr-o5#4o%{_X2|^P7|%p zp$^ee?7NskK!4nF)GwZ(m%|`>!q$eDo{b(K4tO=!r6aY@;jS`=st~<`5>(r$FT$NuHm76T5o-F&(;ezI`Xf4NU6W2q1}PXS87dg+5Ns3N ziyvMYeyI=3eTBX|-QaL9^-cBFNH3e-ms-Z^)U!pW#;2BdRB(K=eYE{yt6-~0jm<9G zR$D)NKYK?ghgNhh9uI=r{9B|4^S|{A3&g zD$(9j&$7WX+tR>N$ui8`j~erarV8LVBd9g&L@qCrQDNL*nrXUfIbiucvRLH)=xxzY zWADZO2fKE8!nA};nRJ;HnOq6Y$<;)~TjRULc8?txJuG@se zG`BM!Hk~p}HqJGkrt)pRb`g1*rt04GrxG)ttJ3Y@JsonF5x?q12QNt_%?eHrUh|*v z+tWX$m+=Modm2Bl~YouD!0W&M(d(_L268l*}oKzlQ$$_A}+@OnBdER0Axtt+Ty>movmM+R@3;(-E@k z951<_=on1y{&?nGaw3!R6_OJ3!^#AL>fhB1|Poz8a zUC;z|)cyXT;&*FcZD4hvQm|t1TIhPHDILQWsFtg=I;$=LYg!L}PG{=VMp!0VKALUp z^jXcFOn;k{_)+3g$yCoYl5EZz(+-fAlctNN2PU&QlX<)Opm~91wPl<2p!IOX>4+(j zGb1x1RZ)ebN<`&~D#(@=6{SZs$a7HM8j-akBO@XrDp@L6K9Cpsi+EeBHEL_9YkO#}K7ZPI+y{M5v1vk+NjrVi?|CIw&dsOr3`1pUPp zfTCs2$jNXfoz$9+FgiK}CDQ}uBl42n;x)O`jG#BzCDbltrN>a1`Z_CfTf)?|iVpQI zxwGg!dR`8uAJ$L0BsL8nqu-i3BTXs`XQN)IGI(CCVBbKez&`&re`$I$r1*Z&S>Uwq zU-}c+)4$^vhrE|O=RB>`ny3A8{cs&lJ)C;id7Fyq3QiCF>z9uEj_;0-jtb7wWG25j ze{>G46vdk1@m_kw-=G9qed%(R&CadYDw@&5RI2`3T`CY(=D zCB!D2kGmfi5t}o%SakL1_Eh0NVkbKa2P4&-1{TdNFbv^O%%taw zQsHF}DoVH5IQmBpqEF-_CUAYE|8uu+J^JKr4{Z#c2^|JN>b5QRBlf<|kxoyll8F43>xk=&Yjf)ERIfvFl(AQ~ zzk^fIHl-_>;Qc9^;GtY0FT4WY`4dNyV=Q_0B)F0_?Un3x?N#js9a$aUozI-r+`qXG zdbWA)q+d_3Mehi0AndOu?_?EWA=e4ar`9_n7#Um|Tn|zfB*mzv{_A#d7Lolikh2w` zU7>dLV|YVPmJ!w-CK!tw*PHg4emB=OXEx_EFQyJwZ;Ccugg5Y-TIA-YR#bI* zO*`3HDpP~D!LrQq&GN>Q#~O!CXl`9^T|&+FTk9VY#Us{6%!p9Y^)=>`r`T#+KJlgnns#`@#V6p^QpbW)EU%d z7bMai2ygJQ`U5&rU$YiD3)VCn398f8nbcA0Al)gG=(~B6PU^Sm$f(V5(hsU3z1z;v zQ>#YEPsfWl!K9#tVN!EL<3o+4%2EM14qklejr4$w0^g`XXJ;`_Q32Muj;_C=k9uJ` zOexVL!RIVZ54VTDS8&eurr)6RMp5?0L!QH)vYv9DIcf9KcEdMY>RROLL4~j2L6mnC zb_}t1v!~iVz~Ii0T~kcTDNH>TyZb|D+{^5;|w0oGw31oi9NWpznA}O`q%VE-n!mIe4To(dam5g+|Ix3ZR{;DJob!`RgMeM7o zUy7z?$D3+PwWlVhraOJkUgZBza_C=a4v>&4^zG3FpHrWtqJ!Vd;FI7OX@n%^sy8L?cuR9t^O}Bh9SkkNL2DY{8Xp@Q znCh4=n=YB!vx9`pKJzSc4nOGwlGz$>Eov=nt!=GoolFie-5Rnki&z~|A+l2BvB;wg zrOb%T9hE1ldQ{D*DN!?`4AE9R+UwDyW5$4@yo%Wpvngg*^zLXylsYOIf9obuybF%@ zCc`$vbFkPxAYm50S-*sCcR#dFdSn&X4g&L1XmpxnwL_hg+O&R}p>*h40>0EjGoS8L zgH+>GdFYe$o<5k5GM>QtGG&aG#<7}B(#p{4P@Yik&|bQ(v z<$X>6l_{RdV2m-I?rA;K`nmscS9jHNsW{iKh#$YhAFFO}Z2w|Qv%RqWv}Ly!x1VN@ zJL9`#RJkjmjB z#u~;-#tnv*hG;{C;g(J;dH{)g!FhRz6Jc&VlgFS4A}A>5&uMtq)w$6y+`s=Kl+WcoS$0d3#JREcY-@b z$E9NM1M-8Pyih*^_samIsfkq4oKzoC?^o>v1Fr}F<4IV|PU$1{lxm0m2)(0*Nb3*# z&U?>!8__c%&XvhE!#UGQNbYDrkCD2mjZ@pZy14?bFg&RTu5J~ZPPvj2 z6iove8?+#0aY}1Ao5Ckm+k>|CwiUK-DQ~II%$ssG`DF5Ya*z|SKx1J{ue8szZ*{D2 zjCT%l79@{yDfMXTIM-0uP`Wj2$G7u(Y@QPE(R2B-`S$zv`9AtS`M&zT`GP*l*UR76 z-zd;5a5{J~xJKF{oq;d>o*ejN^;`8Q@Tj}Gx4Mt|H2qz}Yr}fuZu0yCO_|L_VB|kH z_puBm3mdcyfnSn>M)Z#u8Q~Wy$7~P#}_|)jxF^gh~$Ciyf z8GANX1;^x5?AO>D)IR5m$sV&lYGsry;(J7WH0&)5(c5UDmAG$?aUuw1g7Ktb2l!cG z!+v6s9QtVeYGRvGx`Mj*Ak!k|_)}Y5`=0J~tu+lbJJf5`&xuY%7v%3m;9{2E12{TK zrB1iO>>92y)RTpip%|Ga0x%%N;l@eK;y3q1;zmdZ<$=_j;N zT2EKUf20q*mf-@>c)ka2iY`pPqrThecR&#(*g2KG13ZbIp=l%1TDaS|Gt+bCgY%X1 zhU1FkgZ-nuJof!M9Uqo+9{1ah*>b}J^4XP+O3oV2=c%7k&%5urZ+Xxx{I4heul}3C zSHTO?LpXBx!e{7MH(NbVouN@_e`@X8@?d+ZS`X1y2mHs=Fr7MUMrnrAXVaiH>eRZL z0;4x9HJD5W(-wF+V>mxkBd12Lj9w0xu50Xsxc}mI#qExJ9Q!!761`NKMm3Gv5V0v@ zsdbsPk+q?9o^>v<;8*KSYZBEbUQ1*4!s^C`#s>7PacM(X@fq6B+OOI}^y}=T@1XC; z-nE5%bz$-%Ez}Lwv+=R=U`cY*!@ChZ=xTEuF9nYT&-)MhC#DZhAH#9V1;6PmIikAs zyK3!e;%VZo?_KL%?e%$l9K*qB{at-s{hWQBKkX@4)Qa}9>?qsqhwa&@)2ilZ?yxb$ zwWht5eIy+_Xe%beCCtzp{V@O|f}O-}om_Bd^vXP~FMx2<;ueeYh-6QCg&@KgM$F;YKC zbcc3;QEpSMS5?%M)y&h*)vh21(jGhhL;p+P)zF2Vb=$6KS}mvh;**Mvv#B8M!j{(v$NEdUA%nV+I(0Xa4}| zqkH)V(l2nWcZc_!=ep-;+S#-b?g{P~R}R-9=UL}i5Zbx+MN|v9>1MH)4A>!?WOLaD z+56fvJK`OBr^VTb-a}v5A@`V0DY#;!&@EVIKBuxyVw z7$HUKqYg%$i&{gC-QCD1k<%llN0hJ@u@iX*XF}i7FfF|ht^q)DbKdCPaf89b)rzZOL`YdqR&uOk{rm7dJ7qM<0&=r~h z1e^Uf+=LF`{X#=Sa|5dad5Ofv`sVt!`A)DW5A|0L)Pg~>4dkL~!0k)(MW$QR)#MPH zxf{D1;%}*4{?w|j;;wnFajwO#DRj|^aQ&8AAl2j~c|hIOQ2PY?U}~m4b|X8`3&#?= zTa^Y2pP#xl^>pf;)MwxsI_m#BQ;+uC_0`qN-NU^de$`3$L-zvrevque?woMK%eY&) zce$^*7tsgkIoM)rxUTPfzkKb8)(?_P{2B^|0#ZC^Tvlde#F8J-5&626Pv{W5TfJL7 z1kAPw-pqY4sUGl`?ezZ`2j?xykQHX;CBp>cOyeN9%d^aL&F82dNVBF{Geu@0>WhlH z9Cd|WP=%uFL|2W@gFkgIYF|_<;_>s58(~u!BmcvO|DZQp7i(jy&GMdjWszkR*kNCg zm#$#IZ7fYKHL1(YWhrX;ZvJInL5{d0UCbVvZcu63mKxOep!(gZlY3$)j`Sz1xl*@C zcbfY4H{{$6nsjx2b$RtVa+?wKs1_45nlX>20R2I;(g80w@p@kPuUcluiD|e|%oxbc zoF*GNkR|kVEgviwboyQXC-61jr+>yugrVTZdE-3M@F;xl*Wm1TsN?xYub>*vKb-Fz z@2Frn?l|c{xEp% z(ETeMC_(?pq4;=r>0e!r4zg=PGeQA6!FG}wz;3xBji;YMC*~&%1*1Mnr+%Z_tZuFO zOYJvcs`%q3^CAPY>Cv z+9%pd+IrfXnnzgdW|~Fl$8@@p|ITs!NdNvTbllHMXM3OYMXE-OwwW1G_vuwVo>>(u zq^VLhtoUizNWy;^@0$TtHJ4B8vmz0`59x2xo237l-imxr4o_ZBnp>Hc!(GaK-u0NZ zp6sgQZtZ^He&rVa*}AlqY1in%^CInTnhgtJrmIsiPXSMPV!jwpyyr~X#k8vQf;;WL z?(Xg$gk|sH-htg}n${_;tf!u*g7;7F@9Fi@OZv+C;{5TTj4uC6>MbsU4{iZR7%$C~ z8qt$E61?FaoD$J9u{NCdkWx>dx$`0>h@B1Tn*mZTYA>c(@fPgNAhY4 zYV71qmQdsCRq53x*rLzCr21oDeoDWj!E`6i3T~0&f8l>g&Hugh6Y1x@+r4`|3p`uX zrlg&BZ+6GKHSTkuC`VnpU0=XcO1g`?r@QC5zr&AiPrt3NlsT>NtoID@j`#M#pJ)b8 zN%Dn#&B1o7gOxn9@RhywAMPy+zWC^J(YOhxtbNTKHSy_cjW2 z2ZdisT>g$8t%X2@+K{#-qoLGor1pKKtPDSGQ`)qYiVbs2h+ z^`JxPYN8*xT-M&u`ZNk{RchlluqH|&sj4rkH)Kyg^F31e9x3327wFjE0}TER z9gY7`=25PNWu#DiU~X9}#u~naNz@Od*Cut8nn*M0IleSFlN|e`z)Jrl|7G7MUml;E z4!+aV=Tfmcoy)rPk?A+mcch2tomk0N1{81vc4(9DxNnzlg>SO2Dm6p9;m_KrU(DeR zP|;J@b1Ll=T{(NCiQ1tqX}!|+($lMeCm&4p!=8!Wp5A8Z<&j zpeSWH?vZ3$W9Vj8(Krci;63AQV{TJE(@I8U%9m%RMH?JYbegiD#6}4)2 z@c>qu=bNjV^P7*8Ly0gsjcw?&yV@|*kWB4YBYidfIo)wOU)LvgchKc}zgEOf?X>-2 zzBJcrwYju=zW*7Ez5()r~dnH1+5z9;MUj*6ZfdxA%=MTCda_sCW9H zbLrMnw_KJv0BflYeFZkA(&W&TQ#V&HfTvT0X%W#(i)g4Cq`C^Hw3E7p+D@*#GqLz; z%~;JwSU-bc{X}SDHS^#BrK=*;E#cv<1=D&$235i{$%0)j!Q_>?Fk1&P?cpr3UK#p2 zC$TOU24+&pok&mTzD#xamwxfd zUv=LgxaH@)M?k{Lc#Yl^kHP!JQ-$38GVeIA5gdI%`n>dfzQQoDZu|OE2OP(_IS0S7 zd$5I!#muDBzk-hTJ;6YZO1to|zestQ(@+bJa96Tp!rpBrck__m(Xq^y8p6yYJ1pB- z=t(vF4lT^0x9m-))N9rAVM(=strdbnJcs?n%W#uS*uNI-L;<$ruxk9~r}6 zIt4=te$y9$fz=a6*GByV{Y$;x5Cg-mg<-K_oxw$qq3*^+Fql`yBBm;)Hl|^8=NLj% zUc$5(RK`lz>3N0~hTK^8JNk3_8N?Zli9O@=di`_y>WW_RZRmcUSr@B&tNj8S<{*}> ztM(WSMun!NCL8^gBkB2WgC}x>UdjjH`R$jE$$f)8L2IaTuvu^pzOfDNLr?a0pYJJ= zz)d}U53Nn4iD~ah` z2^{A=3?cVzMaB@0zdbJetYst8gFktAAr1 zk0-8C6Ei$koS>umZACpMQ(S^$S5;Mtj<9pFM`zg?lT^vfY4E~U(_necaEp|n>`y@0 zN2+$HJ}4tqIq7I$7al?)vldn}KleL(aBHc*^eq$$tqSb{_ZS-LLih6lKcu!wj{ICF> zJkO^eOWy}0@osvAFEbsUr?O9}{R91Tum>z~={^z9b%HDWL7zcS#BuP_J%(1~;1?R#aoJ#O%I&ArT2?nSFzllDTnT+v z{d?Uh-C6kVXThhEbbHXUyE+xocck90i_iyP94G5O!mB+7b~22aCNW@Gv$dPq^HOB2 zH>^riy{F&(A^O+Np#SJF=1okJ21#c^NAc(jgpLO7!e%#x zZ;_Lk#&cSLDHlg8vcUO?qPL2UxhNhfD&sSn@I?}nstWO(0nDj=kA8UGuI$PbqB*L5sxhi&cu1L{34CTE;dLel++@bmD;RC>;GLbO>p&M}2ED=SFg0pC zIl$ZC=XKa|ol-=`CFwc%$8Kp7eHFVfr=yybS1Kk&Naa|OotPQ4lKA5Rh)6Qedm&wy z7V^wY)Dn#kjSjseLt8u8Ab6AMBf_HO3lwG!Pzd(mcXqKKetkd{s6tdf2eAiI1093i zf;WQqgC*&aK9`vB1w971fId~#E%E&Zk&;l~x1O3Sl~zN3o|c-HOEyU>S_Ny;g8 zh6Qt9GK0$OWR_MtrjC+i!0H`R{Kxc)oJ@Gz370Pm9E?P`y^Dy+SJ0zkD%ah}x|O5X zl}VjhZ6^=+9VV=wi68~kRn&dioi3=4sS9Z0;hoRa7?`Ltj{1}oZEjtAcJ>Q8k1i|y zS$fkibQwLXH|e+Pr@$Gns&B4;3=-0Yc=CnTtQ(|Vsx1On-GFXswRTO6)}_hMtx{l6 zCHYTY@*Gj{6cyTn{3i$eS)F!24BO6{$(oPEM3u>%_h;hFOr}|bUv7vU3svWi|2dzdpaq%llbj36ty6JM$rJuzl6cjy)~2ZD+`bVBY6-}yB2FJfUc zcfzY0ju%;96<~(gB)Iqr$MnQNrnZYnhGUccc^9w_0!wIx05#%;u+w<>$H)V2WM-7`>bt=n`Ge`EnV2{JkuExG zIsc8AG?5sUOxhu2i z={=b9(2VyKGgD)!i&HR{+s5pkhxC8hO-KDHOc(9PUe=o_g5&V1_Am#^iN941#>O0G za=&2qc2TBmPi0E`S7zMThc7GUOr|jXGL9J{@k9!4&gdB!#-p(n<POzfUbq#!6g{T?EC?<^MW71gj&>XOh>&zhYhZ4}1 zTAZ`??25hcu!b=aWI5XVhIC{|E2s33W>m z+Mm=p##60WO4|wSZ@9LHb^*Dhoy-Y132X5L?AopTor!h~)2?M2#S-l_?FObMokCY0 zpdZh;b(zR|35>f|*o;VKygj8dYNuu{`q7tKlT!3K`k=n99zh*PP!+;!Sj6PT!m7Qn z^XoE`>jg8x|7JQ=mGJa+}W?f!kV#)=g zuREOQZ{*AM#J_pj-HY?=0?eK^gzqx1Y&?5o0XUlvh~H-5AvDJ>7iR`a9?p0Xta)vz z4H?8K=*AghJS9;=8{)bHOdtwV_f?k3qczaleBpQOv#Xc^+?l_acS#Hg*bm^6p4m z^t%%?N&8`!hY;fqRHCJvSWadRVW8#3c$zBh8U!OF5Z$x`TrWzRIxC*#U z9q+UWvD+H7=BKIxQwSHTmx7wAK{3X{Hvg%qfPPFO8rh7!SV6zSMD2Jyq$=7Enso4v z(^#LGut0iHu~DBWrV^232_l_>nrzsJV&Ecms9*1{8Bc7pTr+`J3?lZaN8DoogStrd z$0$6&;#7LPqW)wIQ~&fTiQL&tavAZ;`NUJDn0S~Lj#s=0`|t$pGDGejzSkM{-?iw? zICkS6ScrDvjz~K^`OaVyeR+HcmSb#qA~G6}=x_WXF{!yKQ+CBn=hyiC%UItHIo}#A z$t`m7Ti7dCaJ?7*;SKS2J~((IdDboJq$1IYip+1XjAUh=;a9Q%JDH6=kg2+L(T)me zotSLf0UoiKN&hbs;>NJf5;I1iGk;<4en&%!5OtIzlIn)e?ZX3$VO`E(a#1kcgBsv% z%tO4cxPZ@mgZ=&zasr(>h_|_qBe8>tvCGIb4px-JcTg~EHkp{y2Q#@a)?f&Id#>cw8&Z&3nHcJ0!ptaTTUY3n(aK!pi7L|Hpe9qKN-z^TpvX?X=%Jz;Jt*Q7g%ppN zDY=GYI+RIL?PTAyCcn8X6YPt!&*WxrkeSf`=TClThSOzvT6i~fDGR^t4t(h`(qgHQ zRDpc#8(3Nkm?PN&3s4Aa5JgqDo;WWfXbYw?$?zjA(x;$b51AbE9Nyq}Y=?%<(go0n zYD_?_$7|~`h4N4SHb!fjgesv21<;l#-cdqRQt`_?NCJ~9+w-iWWSX)_0dgHZ=<4%8 zs>j}RgxSdX(EG($ei5U$VjAx<`qp2N?e9k>J?tn@07;QW&+Xu>ou4%SP_c(M)2c z_a?%xPX%oW80a~#KM%CzvmPf?B6Lh%@XC=OhjlGwJIn8gi=)K1MqG%ND$| zCg_bZ{F4|W30rgtuj(Ye+Yx-LQ&^^l*q#72B}G{$t>|er5PWbr+9>v?hRn7ui{6wZ zHu-~Crz7t*5)W*;EHhYdWAN{KvdS9r8Ku#Rd|0+ZAi7oIfwkj(hH&;~g?Hf{UWOO+ ziP^A5YL?40U%4xB!bEvK`clOLyo3?#ehqm%3pr31`~C->ZR0m&X102JYX3IUKl3fq zlr{7>jl*KZu+Nx@IxJjgWxp&9kF6dvu$r{ ztNco-%c`qU^VEh4rok|9XJCbva9PCd2}C=c)HV5kIi6LUO!z?cXfU-?un_|wl*P$( z)kdQ#Yt(4hQ}rkHF7+YxH0q{$tNY;n{Q+;+0{(bIH9<9uEMR7pn5#PqE&l^gOhldm zR>LQ}k87Oc4XmMI?8Qx(U|CL4Kv9e-dnM6>8j7Y&2N}YzUc|(JJ&KF$Ab0WKud|Qr zVdoyrtIG1c9~`gEaC&=(yRhC1G0`}LX1qjOPJz^J%vcVFzL8k)D)$v(dqzFh`!ph- zgW+xAD_HRhShjr}_eEHS;l%OXnLXZ~=(oKrVitK%ri*q3H)x56Rf}k(G?7g{{Kc%S zx2){ZMbN)SXv-wnX1Bs6h*AE-(>#F%Ny4(+p$hCU^=>m2t2mec@Y`xIO*jkHz)BD> zUs$6E!co>UzdR?$pccPsF!B6)e&rRsvX8_oKKwVMQjhjzqI*SA_RZ?dDs6_wbiz09 z#7bz)k^PPRM~xMK#+==4id|^lXc*76`3$q-8C=EvpbK-se}~ACSVz8b1G>ok&JIzW zxG`rqig+x89pzibXO7intngCVwr0oDe8xH-$Aeu)d_4xfV>kHMwV8IDooUA@;8AC( zVp_4heP{87mpxkkt;lYJM@gH znW-UrD7TauYtja6VG|gu*}pNS4%2lox4*T3PdcSGx!^J}h?JNSW>$p~kq%U}`q zh!R|vSNzU#Y^7)iCNhMX#|v05yYYn2b3X3i?LNmgI~8TvX9j`=9!Gy9rB7Lz`tU^7 z>q2Tu4iVWTk#n^Z*(9Jl4b;`qiZQJ71K6P_>gVb&RMCDU6ZIIh{;K*Sc0%+t`b3V> zi>Neu*t;gC4TfOge^86s+EwIfMxk9D(UPjv{l-vt{+3vN6FHn7%!w0I-kso>5AYMO zqR|)8>628{Z-w794PISmyz$cX_|~y+euLZpTJfET)kamWlASdN-6<!Wt?XfRSc~%E(#TdN3HOPK;uN_>^WM}Sz&Xh%>@!J$&Val+I z^%aMWDTt1iX1A`$t8202b-+)U#_GHt7IS2Jk@sDx*o4J6Pj~9`tm1v#U(OCO2@iV| zR%Z;@*hK1&|3goPVi~%yM>YoyZjQ!vr~BI^&hvh%&EBy`YWdyS*lmPG$;<8hba^Vm z(J0Q}!m>5`!ZWwBHrlcO=)q2J5c_Vx<}KoPE(g)u7+%4>b^Pw7;VF2yo%y|``2{qJ z1H1T+WqyEM1Yz9IKC=KXvlBjNR${>lB)E7T@bK*Vkme zsw3nje^Ls3f4H4>;kR{!1pjT_KCLi|5P- zQ5XrfDSD}N0q5+3bY)I;C-OS&(9C8apS9rbm!QW{W-Lp#Lo*%HsK1>MKm@+KX?Lh?Q(K% zJCuibpHtl4MRs8#dQ=b3UQZtG4zqigk%8?Y+o)hzr??w_h5gx2)H4;|s|UD3Ls^R| zV;PwEhg8IFG-mDeCn}o5TG~eTL|B~ltf^7q7W9G1j&`^*et;(@k&U>{yx?mYciDr_ zvgd8aiFbo+-B)tvnzy_|_fKS?sA8CR=-xe*HiMO;FT@mN#I5EsQEYLNqrZ`{X zx7&#C9q7epCcxjtx*TR#T+MHpiA>?Lh@J8PH6IV~FhtG2n>fb95p!_1KZ3YD#ID@n zzgMxrS9tw#WHokbFl(e5mPU#9cRqXoEg6btS7(<_z_ST~;Mu`Xez5A^6Tc+k!yZ9X zW|IqQK~Bh!ah$wwe{iXyQf_in_Rte-!8um>E-cDoP^@9}-)uqlu>@XKM96{%W+Qre z22OkhX7RD$Zu;Erq=siNysJ~-Xi32bWP`ustEthfyhJcH(Y7Aw&kQ;U9|AFc1(F;N z72)%0OI5+cT4B$6GnIH0k^Tbwvjb@FGs#DZQeJvHHb!rTW&Fok*ajMOk6#na$dAqJ zfEAj{?sc4B{RB?uSLOyK7O#?|?JD05AE% zadm^iXxN)GvqzW0x;J92^=8)JIM}UoL0?u8V{B21E{_M8)_VkW^CH=-7qn9hD2q`S z+Yy;gU*etEk#n#luBa}<7&@xjhVM6*z6(QDLsad-w5u^|HU~Wz{JioZHf9(4I#oHI z&+3LQG(=k}D~qu&X2K_z@HpPXpTEM{-j8hlKiR{6d=5YCF>8q7MOdL!Fe48($cvZa zW5oo}IEg+HT0Hzneo=zb#I;yQN!Z=>tj)f7CS^G)I#$d#eEA31@GGq26KKUQv||N( z?-YEgp-3VaU0*JOLpBIIGnmT&ELAT&|Bn2p6@FPW{I%xjLTg!?VVCM4m9S!^hL3I0&t`)#F9*q5%B{IroN44%rgMJ* zy0Tu(u98u;tLTD=_JlW{#2)jK<0Ym*5|X*1)ixQi=+QFeQZ#k3ay7R$ z@Eulw`Aq>O{fAy*9g!C3S5so2mRxtk<_yL2oP^Ds4eqv-S8V}FIL5cUjNf;gZ+f4a z_lI1P$X{RQ@e}C(7T$FV-H%%GKJjSPE41(cd-!r>5yxpQT_+B)=U+l=&$7pCK!$TX z8*rQp5Ko#AiN5U_%!rkwsI456_WR z4B=-hd8J8_iPx0?DQv>NCeGMqe5i-)XhDSnjn4+|m5=M}L@cqa_-LZlY{Vxe*xBmg zad)6sl-PB;5Vte{AuGW-jVF((RJzy=?RcrFSSzorJwAN(3{YzWeq1bPJ~PZGi!vRn z^cW4?3V&cQI$INbE*toShaLC^h{XbYx0dV*vG|`)LC4pVr5O!6C^&Z=u{$ln5dQ=d zs0037JEIyXdX>T*Cq%GnG7%+_c6i(4@GjQliJoJpe1smoqGtIyd&Pb3UBh=i zhn%3c@i>>$cPtmynR9AVF0^7f?=zYA9m;Eaqp?CCT7il-V=W5}ZqMVrpoNvtn7sJc zvEYIRg_fN#j5dbCD(s+@y+0TKEzh%HA%lDLgh@G=PaMMEzwtJ^6X|qCdLn(1zq$11 z(M0yo&b)ggJg{=;at^+gUJ(FS{0R>CPF^c7SOp)zl~T!kS@`Zn_^!41B~9hHsTtO% z2H(9P`?8AN;VG#979yVkSlzN%&`^dSuje-C`EGbc%Rt$ug0PQ(+1?vXY9;GVK31|B zNtc4G?-ZFGa~=)a1hzjNuWB%HNjIcDoR-coYX&e&YdkW87-_crjA`7SOxAQ9&m7M4 zhoU)S`QL15EwT@v>=KNQXJq$3V|zZxw&xMHC@;cu+ znGCWX-#RZyXLWK3?T|tE5;O3_*YO+oVV4dQ-yT4=61^@5d7S~0Gah{#!}U1XOZbmC zX!CAs@Gk$9weK%9xd-n)kQ~(r zWElF_4=wD3Mzunl8ev`QvO9~+X$!PA5r6bQQ2B*et5x*BT#r_-Lz5PxQxnjmM4s0c zy{w1+m1Y0WLA<2nyE&*Qf5tCA%`w@;ky%2du>gIVPaHoVS%~FY&c3t``?W#dpO*8; zA|9W~GsY0ph!x)uhImP=lF&IXYx^zh`YwLs4feTP?0-qzd(8DS*6uU*#K&CjA=l++ zT<1CW*)QLL6*;kF8DTBxn@QFb6BvB}P5H!gZ?PVZkOSWop2xWsv*#wsp6EnwPXsv^ z5#D5E3Nn?)X7Jb?ZVAT3|JKYXydB}Ownb_pC0KW&*MtIO?JIb}J#tv5Kqhw*ORPjh z58c`1wB~X>4-wZ>$zhGdj~YOhv@MpZ68Wnv8L?!{((txk$aZNHY{~~yn!%^f;nSyae;l9o z54zI{R#S7VV-s>_ZNW48fKrd*8_gpAS(UMsZ+-xO^gQyASnelcgacRt54$zGH5{#( z1^%-X#`qGh#St2YAK#UnL`&l0Mnr~wfh=4T ze6L=}NNmhhWIi6_VtGZ+#)b)RY?!P8V*S@)C09hsv6_F!lKhD_2tRHZB3`#0|MEEY z?K~cv=x29Dz6kH_JoZm`n{SWkG(G;3h$F5Oqn#j@IKqB&oLaQ= zh&V2fI4X}gE;qP;7{qS{+BSwAsslb-RWd4hutf%JPbxmsd-N%Z^?w=P;Uqe6NZt`e zmBL9pi_4syyFB9sG42=ah$Bonn~WEEIAV-k$|U}q%GL@KVa{?#kxGl$~=ML_fWbAzw#+OnGYapHl7vaxfcAx9Pj~(P@7g7 z@9lRo(Y1KL23$Ahx+&Mq$Urycb^|o779OUEjjH2k)N8{k0~iLFj#97F^6@!td7KaH>W2!^32LvSr> zBmWRJFJ=c5cI_^_x6kD6(>RvG->~5GXTnFwhx~>gP#O_FM^)^91LEHfcm)3-)7X23 z4ZBRN{|3#nW1j+87B#tUgHlwmsMy~PauzQRzbPBOWG=4rfw2}sijWO2AY-n%@%{4> z3FJcy1?pN5>rfV}@+aEV1?wYx&9Ug;bRwojtn_8_-`TAA>8$yw{73kX!U7J%N)5qU ziOWDxx&GL~f4B_Bat%QS^7n7_mgFT$O2G1H@Q$1uM`2@*acq}zl*i#C3}Sy9AZH@~ zk#CRY(W$J{`Rs&CI1fuflf`rY|7AH|#%jEe^+d&+@jA8>@$ceVa6h-pBJjc8toXzD z^rz9kOW3BHvQ2x3<@^i0~rK*fP;uR>B+c%KG@7_}~SW@h0zZiuc}&Mcd5h zuS9?5fk95etNE92IXXN78N?1f5Um=-b$_H6_Nxn7untHo&=P^B2m~c7h@KKV_Kh6O z9ek@J)M;*k6SEvXtFR-&hAm?KuI7>L$Pw1+C2-6;$X%W<*i^?@y<3p^JX^$Ly|6m% zWSi5Bc)6eXJVl5P8b<{^|`hgnFR?L%gDneggA#QXfnn+db(|^kGM|*6` z-$Xz|SjU4|xBX>X)LHiC+Ot+gWYt|>)1&dU=D<+hgdE3?Tn7(G0deo+2Z@yuD-tn4u zaEQhAN4R~Tut!3EaQO~X{yie_{JY9q*tqlHDF^WRR$_(5@_joJTUAHr^Aaw2X@QOJr`OdQHx;WnekY}tY~|7Bpa_v;8B5pC}kdp zo9EJ;2;KY1=RG1de_jv)99hFh`aH0Hp#iN zrD)?E_J@Db!9M6(LvTrvhou!%_&e+IGXB*jR_in}pZ~Cq+aW?bgfCbW$%+NC%GOH* zhOXqI!IBwyB#Qs!z$%r*($vDvv_QK$qep$vv_x1#-SO*M!=I`H->xh+FfS-X993uH zm67A4d5>8(75e9aw_8~65Sp9F%tb5>Xx6!8u=+Y~B^#{?SC>3>6u)+(%AuY-)3#$rn zKRa`9EMVvX-u)-q_>#}ML)ZRuXzDS%yhHeV0)5;84!E9JX@!go&cBj7WE|FP z43}Z}p~8CgMmnPZjgYcn773soKK757SSS%Mu0fY3b0ox^n%wLLMsfZY zcLdP7U+fhx<_TFBJc_05k@K!XNgEF9p-_Xiyg*$3Y~f#@_h&Q?A%Yr zSNx8Am9GWj@r&m;B|k#h9r|QKt76cm%v`dfS6T2jv!I#TV2S6(b1a00m6iR)9@s3= zPkbpnmHl8W!ppl$Y?VZWbsxJa{JyjB%nyxG|#L@ zi24N{H-c346RHgN+nkogTf}oVU@CBjq;#7g@~4fJ_!-G|Ns4x;ELsus$fv{kml^5ZP^uCBMrd? z#hxm1F2YX~8OmE|?@qkJxmchP_%_{%&YL3DK*&V4IyY>f7?>Lr%!M87>#vaO$Wgqv zZOC#~>NLD65x4Zf*Ah5^uqUO#-mVj~AWuqk92jEI&D|H1sb8ZTo_biRVA#eUgaC?nt+Z&F=7i4~fg( z^Gdg*Cy$&9&8iHB-x8e`ScdQz=i!&G;u~*9cFEeaA3fTK4(-Q3J&sknfOcI&*Y1*| zel6E(Me^%QBke#bgg+woo0r6)v}cfyeM5Y{M9|ksh`_3LfDfNU?jfHMKN5jmDui9C z2~yXdwK)J0nEHI#uiGHwm@wGNIt=UEh0&U4;jD@bfU9g zv3swuf%mYHC;86n@M)$HMG2eKo~n+TG9Hmdt}4;O?{MQGy&(#^#9G`*OtJtC8cv+k zf!L=mzFkFfP$j7TFM@|xh^$ai?v>!Nl31tTt68>rmz71b&^5aAEi2k+{@y8ee1 zJ%P138(BgmvL5_-CpoA6G^+#B32BS`$vUo#6h*S|Iz1~^ zU<6{%|Ael*0{<3v>mixJB-s*)4B`K73+(&_|9gi{e!~u>5+4b_OTA=pL9cuUXmlP(Z# zY(ckX$-33$|LjvUa=jwkTaVhKKfxB7AuZ*<4SA#i9$+18$M3S1E)8P`pbkET4#{{sCzihHi*?lK&!8kePh`EEyA-3twZQY=Z=UV>Pmd z%X(z9jD&0j>)XnHumhWP5PNh6dvrzCtvCFhWY|+dVk|S<++1+>%Jci1a76l$We}N& zji5*u;U9_op2WVIl`~bAquUVaLJTzo2H!NIhn3i=eaJO5>?0z0aXIjms$ic){#E3e z#9luGnS)Ic_?x&r1v@aAi@@P#^Y}9KPOy;#59tb8mV~@SKA=^f(JLVWHxM@M9XtyW zU%ip9-*WG@j9nxVZC&EE2hlE(OPY*5N<@o9@1^qiZ#l{F3cid2eA^GFC{5zN#}yun7i;rzVe487y;XGBzkIC#f&SwD=jXBp3@#IhrrWt`E& z|3rTA1Fw65jTHGtQUCs(C`(`%V)l^WVB}{<5H_y}e+6zKcuY{+uuNZN%wG7X!Y<7O zM;R*fzB_|8G^SpnDjrS=v?w3>scd+AaUc&CD$rHoAQ8O{d5cFR;`t-2%+;*jNk~5s zx3=)%1b3n)T2mFBsf1LJFBN4>LGT$0A$hP_V|_jFD7&IlUBT$P!qpI$|6O;*26dEQBY1;CgPZU!&A5mdt`pDv8$|G5 zyuNv8ztFO6#8UggD38jX-eJ5wfj*ugk`gtYq6@_n>ho>zEOauLzYO?GeK5aH*sH-D zEn&+=EG&GJ*PJ;qQ$g%o-Pvyiu62@}<_mJSspL2ntT-JR86CVFEx0(XwaGl0Wd4iD zKb0kq)R5i22cFg_WG;T7ur#N!R*$ez0!s+t0Y+29oDaOB6fD;=$ZsGQxj-sU6CP1=RU+QxfqNA_Z)M2sbL@}cZgzL6_7fAYS+{?GEg=hct+?`1?}q}E~0 zMBLR6?Q4vP*eNd`0z^V!5f6wn&VY;WqPl$}`~M~`dk|6C zCGfSI#QXOUkz0Mlv+pCo0idlktsKv&PP$dm_Hi zjwKLWB4MjevHrh-ThpWp4a$!Ol|*}rgH7b17mPwB?9VZLy;We?)3In{$OI3>?)Am5 z>?>!D5{ZfWfj|tA?cQ2g4g%2=I&}@LyMV8F1pjg)nlp>f8%_+>i`c0xo}b7Umqf>N zV7sCbp+7?Z;}Mbb5EZzDR_irj80Hr)qw z>;fF54Op=maEe5pO5mcSiLR!iWec%u0>_yGqvCIlQwxq>b?jCdG_4fZBC}Up_7-c( z@r=l{#(*m5&>ew$3;)cB9#|2wzSG#b<$3ner~ zpzj@IeqIkA>x=Z4QTZW6Z^Oylj*)HSG*FSL$V7052|W5Q`Zt#UiRTQ!Ithy=n1?m- zH7lU0B6nOCdsr1cZipT0h@~6I`%dQdE0Dw3tt9pU8&*op8_J5ME(mrm@&x~@D-eH+ zlbI{YE>j-#riSb*_a=Wgk)yK~pX3b3>lNotpsfFor}KcjxqSb)=bVS^WQOcALdxDF zn+Q?%UX{p>WHw0CsHBt-DlN(uGAdj4${tzCu5%v$_xpbO{h#}F&U4Q9eE0YI+}FM? z=gM5j@TC|Hk#M@h$+U;P%lM4A^aW(wd~44KUf=P)lvsi_#10s%w1y~xm3V`V{WiXI z8!;I60nCKnQV}VvRiN#T@VCxrLaiCiuzIw>w$L%?NTZQ0CxE%p3}XkyY*nOB+2D$GxX;b8Yb4ss9*-h!OAh8fL>3H=($5fEP@6@G<}Y5`Kjx54th z9y_`bO2?5XFF@hi5-x$0zu|Dn{3;E2$_Y{*#F}3oy{Q7WlM-;n+@Lfah}Dy?g-{MC z`qG2k3@l3nexo6xFeUS8X1Hix_+8;3#U@(~<+24>W~||Tyk`cjNk}$Fz@8S$sn}ce zY3m2>%xHxrqb^dBaj4ml5h+!KMer*Ao*N)2LUe70pzo&!RoXWWF^m=b4W9KowEG9R zI)N2_4|am3SPiD24fTi0+khu=)e$`Phog-IEh455ysablaBU*pKwLkTXscJIdp|_J zzY{*c0yldlL`%JcHUER)+kK1Q_4N(~Z*JEIl=kCTgZVxz45OZg2Tjd*r`H)X;KJGg z^#$+bj1M96o`#=Y!>5(Vype?nlKap$??Y0~hW?e2C3iE&=pz<$W*rPhT6_cUKMh^r zGq~FK=m7de2)VlR2v{?A^L6HGZO~tXt%Z!$3}wgL&|;PlJE2CC1HC5=(a!YFMB7P+ zJSjf9!8P7SUNpXTHa3cPup$nI`{;vxEJ&60KtLn#(=^2G8MD^_JUosizazR`e`tR! zUZ*!f&f9D&*D<#DMKC!6t#2gOK5c^93VUE*7e|#qwQ(HzkzI}BD9Pt?yjMa>tO0WC z6I0QgqqOE-dt-ZE%{g90&NmBJae>)k3&>i`j4}`I^$|RK3bB6^xeue@UVYKO+GD$D zf~{JfUjc4aGDrYQXwqyUsP+NqzId3gv}tI6pnV!Pjep@Lf5T1m3Ta8ymwP2}4|OE% zOY87aZH2d-f~)AC%>!pDjpan!gE_-_p#9WfNgSo*-I!cuQtjxTPc67;Y1Yic(!0Tt zKI9ynK@rZfA~wak=!f>}uE?3o^^7Of7aU_K%iPPl1vr20F#5TSpPG)Yu3!5(#vq3A zgHws!-JLF$O<{uuzaoMM#?OVglWuEF6@r^u#f0pZj2V#1G!Lqxu4${L>w=*;R!db3o*{}TH%`#(2Zh^K`*bOsr)#fFdvC|YC)#w!E?d{B#@~_N1i3fQC zHG_=U3d?fOAPtRUzJ3{PV=Pw0alGEe8odCjGyctbfmx8p%=|1#T&@1Cis(7UxAujv zyayh%{;fk3`x#wq8G6x|c)X^8GIKM=z)fBPA ztw2vR#uLHrulGvdRa=m#ouv(&vM1k-<(rBZ%-sDi(B!5uw95I1jyh)=)Fd$$T)pdRkiO26TbKf5K8Qu61@dKgUhVl@2dXc@ zleiyjK7=e$k0;TcBaddDdk5XvC-55k8-c_=i1X>gubr`Iwg~HrE_K10{I454R!#WS z6i!!%Bb5RBR=_LAnKWgV=*?bUV9&z>H*SuETau$H!6pT znFJ?$1^I9y@6$opJSa)qv+-8yYsRFu1#eA|9Ulv$aj;b<<1gQx8(?e?`pxoysm17C zUt&?18IUv222bCk1qr+_Y$AR zfRwTDs^M5Dd$DaptR%&-+TR0|xdi;cqZ$8&_4 zaIvq^v=;DEqkIqizs)QlUo;M5DHad)GQG(MK;n63jlu%d1wW9XFL4= z2y^B+q?zl?s1zmTuI3HT;!&QHxjwCVj&$=5_K)x3W?Px#55dU}AxG^*M%)Os{f3-) z3cV#O8c=>`;B_tGeP;1CgA3JQSz-89TI_`SwGU$n{5?bm@8m3h z=Un%LnNwImZ>7k9twx@E8yxM$6aEc&(SBjR$NQjS1$yQmj7!1Zahf>VrBLDsD77y0 zdtvxP!62b^!2Yghc?`(w3$^P#HjkS zX>-p4H9yFHtFnhWyeD%<^RaR;1Ez-;WrTa>W9#b37F{{!XpsIUcHURmb6<{ad~Z#7 zQx$MkAJnyDt-fG)Fi-E9u;fATbuWA?JMRV9b1BZWGPaqTEUy_jWl_$+nhI&*j{lHV z9Q3S#C+!L{>j4mQJlNiEA=9PA2KjIxzOQ#d*q2BF8+p!Wsg08%JYTKNgP@3)z|>Hl(X-5?+N8~Cdj)Pb zgS?0zkQdh@FK#Bzdkde8eLsa|AR{)$N0G<|fsUzYIWw_Ld_c6(Xz*d=g!p@*-zyoiIoD-xOAbco08;5wgw5-Dt^H&4N^Ewn#0O)ZzQ%pt3!hmD*if z@KzTouUN1Mrbk9i&pymuE=H7Z1*FAtpwC)ZnOH8yZeSt33J!0O7aYSp(BHSTsz?Ie7O0z~;-b;eNLhz4V;ObsJ7lyCZ0xunT z0?%>u-W;<99H|mWDGZl!jY8o4VZ6iDIA(P)rXMROI#?>?(mUWJCHmCe992Je7JOTG zp<7)=A2=F30@hAG1CERx)CX!T$am<6)@2z2PZ~fJ?u(#mT!?P6s%&4RzsI1h0?2%E z^pgw7ds^qOBQ@RR|9LEHyOF6@Vnh5I1bqtyZ$w8shuy=7)_<_Q?T5bS;iDP`hth7? zBv{|OqIV4hBZGLE<JLqS5nN8~973>QaGv3CW1+7XKxWo4R ztj^PXp1Jq~B%CkNz2+k!O+yQL6%AxCmc?gy#?SD7AT#xAp)d34emXAkonuK7D7*{cnU%G)0^F~@?^U$wrJa0G9qD`*{ys8b$ z8^Q~#!}BVGl$vn4rf{k*U~2$aeF3TPdA@aKAI;%s4OpuIh;7Q}r@&)7)@#L*TA-^4 z*vbs{(m;k=U~7dDuO!Cf8D*C<3nmPOvp2meb2U%MXs6C&^?=rcdp9NXRS!OyuL zgPC`lf*I%jN?@iTl-(6B@gh9#4TgS>SDA^1fXJTQt#)AJssA5s`IHCZ`oh|!A5fj*-#rvO3;3T z&%4-i7O^DH!^0ZFuPWkWuEuQL40~cvcv^qretLn$Mpze%!n-m-YZ;+H>phi24{N|^ z8aP{JsIw5&VA3NqYIpn>jwW}@hQ%)HolDT^2IzSz{Kq=#t+8r!0bTm3w55LwW|lKn zfZQeUFm31hs8+#?)aOhUAvcgCMc2*z~Bv3%UY4wZttt?sRS<8!%} z8My?~P<1Fxn(NFQu5Et|Pk#bbHiJA3_f)W zD@p;h#z(N&`57y=Hv3M@P&%6QYMq7-2(iCvsGw{9Nu-3LMc1gZZ7sv>ku|TnkpYG__dI&oKOcH*4ucWwUd2WS_zNBWj7#|&VY}N;n!E# z!vd@_7m`YGhAo*-tRhz%^pwCtZ)RE*X6d+@@jC-`hDF|XDO^iY>i)sbgvBMlixH5$757VMY@sg`q+ z&pYtaZonF{6|46taFYOk$c4YEII>>}q_#ZBYUw~yI=ILKV4!iZqmRVOI2N1W3vj63 z@TWHLrlw%&QFu^kw#`Q^$8=!uCVRaAHZOv^IQ%9HGNBp!4|0@JylWGzkDU4>`|ScJ zlUF_gFMEi!{$+jTzoqDsD>(Bl*x|LxpCE_kaQI~z((gQ^!cSRaE^Dsj3ifejr$O!R zps$UFJ3YyaVq}qhzFWa}`huhppywrc`w%eH4{SUGLZ0Q_8ZT-?JwcuJ5V=h=_>zA8 zfvh_s$Ops0R%g&w9ZN|;=B^yPo8w=JyWD~`TXU>hA;07_^4#xG^f87pZN?5;G3FCy zvnk8~12~VS9HBDjR*C(|)1CzFPq8QWk%Q-HCW@I|e}Xmb8ikoD%kx`Bo@*&S6+}PF z&+8HP(u}R2Ve|&E#xEwa{(9sdBT+^(Cy&7wJqcUm3~V08rVPiP{}fSpwL_LkV`!`^ z-l1_&;WTLREoibU6k8Ns>>n)k=b8EcNxBzoRYcdR#WwQ4Yw)%eaHJ2Q`1iq*8Hn1; zUH>$8Nd3Vx`OWyJf$+Jv(8N~2#ZI%vEj$H(vHgC&{REdWbMZ^~+|qzh>um2t0$d9c z?J_VqL`{j;H4Jm6%`=IE%L^Q5AA8vak8-~m;JM{F%Vx|OjhREt_`DA1Qi@#3wp&5@ zRixxxNRZ`0S9NBSihL@~_0-_XjG;0E?A@-MKa?Y9z7scp~+ zo<`?r&+J(Pjkyq7LmuYA^33f$nbEDQu@R~~4*#)!$$6x#3*g}W|9OEpQ+zn6K4f2n}N3HaI4NfXft)Fl8z&Keng*XHK2=2qoG;Ne6 zz^&5aLFSQdpw2wv-OM9f_`e7%$eT#ZUAQaOji|^SYQh)*s;op~EQnsjPr&R%)*H?* z{x*zHO4y$wh0p!ZCom3vsGcWo3xI=k@C_RG@IO7=ClB|!Oo(fIieqW3G@iuRk~xg^ z4E^K!8jdg);cXZS?=rqu8RS&(9RE$uYbGR6b+)>^>hZZWOR^Bh`!CYUtvlAHaSiiJ7{IXH*R@aFs> zzD!%t80H?MWjvwQSt3i_jZF@GsCNyq-@jj6AH%CYTq7p-eR;zZTf^#OZ{4xkT0Pp(=OV12A&j|FVZh;ot!GVSE=6kxr^F+rzQvbHzOK%~o-@Q*Uk zbv|qvc|gQN?4c1y=#K8y7jD;$?~TE;R*kYC`%#YH5$$g@nEeU8ld1fqums^m(xDe?)Y{GW3qUa9$%Sjj*)V$2`Vc4C`~e zj#XtE*6rzVLTkP&j}?Z~8Si%sev*iWmYZP=MF~a*aC89a@C&$;{<2wcr0pQU^@_7j z6)3$7+Mn@~ad37y;N&XYEspe=fc|$KbRL59tcE|DW&9;PZYgNph9}`fh~u~j4?7L6 z&N6PpXLI1?tH3_3yIPlFp0zg8l%@1?zI?OPQnMIsItY>$BkSI&AMIHE9 z4{$anT=zt-c{IcL>HozCn_pqw2IIi@GK>9)MDG22ANliJr1zuTKclX zk5y3Y&)CklGyY(h?`56Ho5+6JCzSg#Vd2QmJa-?|Ux>4^K1K=7tTgYH;ZZe_AGN6z zXJkV9)GzA3e6D}MoBXbiz*sD67-U0!Q3Lnf&hVU%2amWhCq|u|=i3R+W*7dSpRu1U z!V>vq$h8qOuVWh-h=ru>fBa2Zt0EOQ>OghPvFo>Fd1JUh6^1nV5Rz3jD6|zgv!1|k zDh&+5n%NZ!Z4h*vN088pvfe}RhbnAaAO6u0R8@gz6oTf{+_{SUb_t|h4Vu_(cv~t^ zc{hl-C-9bg;XV1Ge)IDygB!ag)ZkMU_UO6UO{E0KD9FeTQd47#xef2Ugq(T_yqdLa zER|7UQ80E5%$^HqJQ-raa==IHa7~{77|vfDS zsa8Vl8Rp4hc%fbi-qbhXDdJB4@D}pVm(cTO^rMqt%~}@wz~3V1eX99g>_wdTbw;b>)V~aDf#$7!57_y64vksrRZpIOBU^e&}31~Gk zkh$24n33m$yBS#1rlOVUpEd`^cY7S@J2KArH7stUh!h!u?d>@zv?sD@_ppYAa+v)P#F*9;>yvb3R01W&`5U!+23|ygaKMRZoWUn z(ZuKj;4>5Fn3}VZ-&w<_A+tm~WX8^1(^KHAF2}3F+KpIlZSv2!L*}}yh0ibK&RP56 z6P7K6iyZ=mJ_%!9t!Hx|lHv_)TL<~YVVrjbelePFJQ9;RR{fAcdhlKC#MmTdumi}B z2O08?k&GsA!+OX!{TSv-Tl4lNeCz=0NXycf`b2d!hOtobLC|FF%d+TTxxt#6mX(=4 zg99yOuhtbz3HGv~yXiSQ4U#ruosnm)2P=o*dFPM`tqi;n42~yn=XvlV&oaK=n!%~r zUfnMf|1Yq%_%!$QEZgWezYlz;#rL)sq)tXMG)K(dBCVltYp*TjXg_hxxy%>(vRh&6 zYYBzF1a8(c%$+WhP>^%Xlpt=6Ev^Uux4xkD4`1TGOh;Co#=Ek#vR`f}KMfpAxzao| z@iT$h%S!E9UX0r?UaBeEcL8~W*={&qhG&@ZT&50Lno$KV*MRku@2zQAmS41YnR{!E z2yR|7vNdnp_|#m;xlX_zoLiTfS+XnPxpYTEAXz3SoiIp{3Dv(J~YM@@U=W(tqAi$ zA-H93(3+RCDa&XLvaHvyd~C&^Mx2kFGCkX5K>{wzQQN}V2l4ALd?15@H*$E$cCb(L zJ=}k-&i2EzMw|KN#t>M^A(8iokXW7uWgo-UzK5551eF*+TLD?iYE$ObY76)bZDKWC zWdl4+nQc0H#XC^zY&hHRPfETkCDhfwd$hoXUt2Gg}H{xqJv6&O9?KS1)Ibg;G0$6YC=k0C693 z-aoPb-5kw&BRe^(tqg4-XVLrgVrK_w_hTu!AA5|o6Rx6ZZbc(hr!?nI{!<6!Ji^s0 zSE?IXPoO6Ez={mzSYC|#l^@I~uayq^Sbfl8hn=T6n+~j39W5vqKIJ<|5Lb~d&Hai( z*O{Q~EPUm{3k5Zh? z1AI^R8<;nG1Dd9K0=xikF|4xq8D47b9CzS+ z=8zU=@A*KIktqKJnKL;SF(c=c64~(#`&fY;^IfcxL-4r`#pCuqc9Y*YQW8ijz$ni7 z-OvAA@UvXVswFsEV?_Fap^5PA_s~Mk64I~VlWS_nm1!F>Pka=*n!Mc@Q1c0AGOt*b zMS0TN5dUyD?_nmh7IS`vb=!;uuLJ#PHygv;{2_YHY-C9DVw4cOz||gOUeu~>jSJ)c z7Q(#_B8lBXKf4PYnVpgv+oOGivV({MAjRrz$$2MtSoa91T!K_O6>d42@e;H7_`vh* zjb;~~Bk(G#zo&p-m@B63BqjScXY(TCG}7g1{+~s&(^jGssoXk}bCf4FVW#g0SMvPq zCt$tjd)SZXcO1U92>v&TBaX+~IF&O|%lm~{V=K#-!HXv|WAsBhH2+!bJ_lw-z*Rh7 zV~n3eDwIFVM~pL8#v8~M*5Nn4MBXFfjVnoxAknW@3w(-&``{NbxWqB2eRq%}?Bk_< zG8ZT@A37DNQj4;Rhw{fI^eItRgl$WspOs+b0@v0v)NgYNg#3ZVV6N^T@ECK>4uRbh z;N}X5NQ1S%&QDr13J!V?*OC$ePWl2>iwq)QSm$1wq!m@V&TfTl_b4{**oIm-$o8`-} zWy}LX^RR{d2$xwOkhTq;V;$2~SP|#Jo6HWK4xjo8WNm~a9Ss`QUiSAByy;7})1JAI zE!^iFY%h60ZXvjoKIZGeZnB>}8l$)wZg_~Zx*Tl&_Kq4CK5X{o4kmo`ZYZLBKQ1$ zo?dn4XKnnspaN%0b1aPJt`DAug1C=B+kEgeo&WYhdp1y7Z+?3bnw$>bTMV6UKqC7E znQk3?WDVao!bJ{YAGt}~VLB`v+W1o>{0Tl>zCCD2d$EHY2PxJjJPbEm0UtHDYXEZA zbKqbs$eYh^yFszh90~B8zu9IVc>EddYB@);m*FPX*v;{Gg5edM(fjZtZJvF24MWR% zAD+7m{2pR2H_!r8B$!?OC-UQwz~PKAvzqWpB+;uJMQ=qET;FENajt3|-2HQ|{0(rV zG&l+*zKL`?gIVY^W}(R}85(q}dfZ2?g7vwpJwU0}$eFD3DKB-t_VBpU@J2Nz?{rpp zlQ9CyfW~?`izU}8y$|gw73eabGZhkHUY=2vFvqD2S`ABWupTp`_DgH_lw`lgoXFb> zVnfl+e*+Gs4aEGm1EBB{)|-sTiN%>!<;PalF?!?_=v&7u{2es25ZTYXGh?;(vekMp z`8j&NU5$G}cdg-89r$D&NONZfLr>OEtO3pnA$etH+!MH4F=)0Ln$2VQtRBbmUzcwc zpyE=&V{YPg?W=fKQMHCBrwNuB{M z%Y)US4=6U*)cxs0uv>0+EGA|^tB-9$?)#Y|A4LC3&u`U`FpbBmi)@;Ob&P(V$*^OH zKHtUIEdOBb>+rry;MqL0B^+x3XYwQGVZ8o1j(-RA8P9(i^lj$~7V+zR&Q*{1Jm!~A z!IXCWA%!>F_bx2gy5BzFs0v$2-^MX! ze?VV8BLmD$fEjdRmXUM3@2OaCQF<_47PN`umYhW` z5Nw2s`rMUZXVkWz4GTtT_EV4b8gRx{*;8@mgu-y&avb5wFk?)@<}(Adyi1LSpl&Wx&0W_q< zYh^89eO9~S5JqLCLXxx=y`9yvVlz0;7OU8P7Tjwt@AAT%AVD9vF(Elw>jr#fH=Jw} zoaPWXxdS(|Lt7dA*+tpUT^vhWi5yLv;v&X6KJNe{yFto!INmyBL2Wjx_+$>}K7Kt2 z&UP?X!+G6m9%t}5?_a`|zXMy}aB8@;c8 zzX^QEUJT}3KL;8_iAmtYfI-fB>>(T1epbnr*X|p%;Q#;2^@MV76 z?_g&ma^cUs|BRIAe=7$2(pDzFvSOpQvoDA{dKnxk8|u@NzgSnM3cRKZd}kE%`~>Lm zC3OF;;HeR`{V4B`v3?h3`hoDa!9jNF1T|L+h%$~}3ttw7_WjaWHVVU|?g9(Sl-4l# z9ZTU~;6nT4BOs?Ld)1ew9EW&;o#alEF_RAk{?!bg+784tVL!zJri{lw#_J~1;C-BL zbTl>cG$Hp+{85GG%@3 zl1L%dm@oCEYT;f458E7O`yC)`8S>=EpzuxR`6d3IJ~&zos@}?P zacPfD{;%$p_Cb4cD9dZVIL4g$zqnLu=9pKlpU>xI zPO18IZl0(8Sj~mbh)pF8SWLllz5*`yu?H)k&LGx9YrOp)CgOpfMkK@hU>TG{eZ#Mx zF@H}6TdzP@BawneBQH&0nO(5$EISs>?AeenT;o65PtMza82PUpcu0;+dJtO9$FP?B zebDg(a0@+Jm5~o?g0~t0sUl3PL$P4vD-22shHbJT4W>fMyMhk2AIrxE^tII?R^$*? zdh7N^!N)z|EEjuMiY$U0Sq{Y73)VQWerQttu>5sFmom#G59^p|aDe^k3pk7SIszhd zfwG4|urjQj9r_{hjz%JUkGu0N-mwkLHCw{0WsS_mESV3&X7TB3aJ2zU9p?!-1OCgn zgl6w9rpSqPyZ{#dOmM2xER#P;-}><0<_tbZ23!V~SAz+4w(+3Jc*2Ir zv&Kr9FKKP#4?)mO{L^;t8o{~i59`2{_2If-hC}Pao5uX`25T72sHLMZT)q*M-wHm| z8Tqa=dut9-Dl*69MQ1f;Ei;sEoJd^|n2e&%d~N~Vmks_Y{o2|uwB6bVpd!nS8!p6W z<1MTWVkI51bB32OIj4DM^1I)7vTK+j^< zus5)oO+^ozi(apkv7(By_P;2*8VGj?n2jlw-fJNm;*N>79b{iYX`M}+Fg9%I991n)9;5h|4R`*yAJ~qHt^!ci58DTUCys2jl=Kp(qU&1f?j<@nsw)_B| zFamAG-=$yUhL*#zwt^j{OXEa-VI=oI+7he`_AYX{@mW*ZgBX61bD9K_jN(v-)1Q@< zk(yz@BlWG-;9B|5nvv#p?qhFT*^}LszUI7?{AMHVX&arzw~s-Z)pEvi#pXx%iaAdWPyqYBpBR(cfDL+}Sy=0uq4on^@BR zmk&f*lTG>0m=N?og zdA>)%q4lYJ9Re+TLC-H(jlTvF@|w{h9!S3P74z;oeic_MnRjO~6TiZ*y_oBbKeRui zaU7kQzwO7<6`yh|W^`i|D?$Hdf|gSmzEg{3b&$!dv~ARfnbVDVH4K z#wf{%e!_xb}O9|F22S)VxnqN~C)a77#TDD0ErV^1Q zQ}VL!au)0p>RJ!5U+dQuV(kY(iMEegpxCq0x6p&@=?&sK;ZbPDuw%7-V~lChufBl$ zUd}9t*hW%=*_=};wWDQYnFnrG5b^6xU1wMBiON3n&wR`-@*v%f+ zf~#d5PphH+t;<;QweR_VFL?avKmEyCCHA5Jopp}DJ@>;u*E1)4g$y|jo+U=7^3oUn z8D~F}SF%mU8UX$_g}LOj|L28^krwTzr%gj2;&6DHl^g64p-!r8zAHRXpSzWBtifyC zhVh2um=(-Mlgk?!(g0p+C0`{+ebai?8p7q&fvX`wD3$v>a)L1}7e;nf2A%FxS>5fF z0kw$~;i)B88d2{nf$mly;9R7dQI-aoGJ$+DoN^m$TUSo2zZD&~@cl>V?Nd0|TgZr`na}NT+ZD;{Nf4+F+ju{<7j22p z^XqW@wnMSIJ&SDC3B>A0>Ht0K1F+|e5hLP%0yernP`>!A3M$Hg!?MVD>OR^PjZf}D zOh^ZC-YN`pZl2=Uomk$BEw$_o1}8&!H`-}9(yRS!lzfd!@dz)YBaT5!RAW@$9T)sq z9|lSJbEM%}aO#h+wNK~2ks4nF{=FJ(SyfCA$Ypp|92{xSwf3d?Vag-sx9jUq3Yu;T z?!Em4>{V(Ou90unuTb~05>s)Ws5uc$;7Xm56wUCk-h|OTPln~{Hp5lC^jjNSXq>On5LUU7 z*L)eI&ae1oKEKTY$1|XIYv0&QSl^UXE{98wLmrIAWQTRJV7&}0)2s8SKR(R$**n3= zh(>THb*7iWz(kN>yovQ)J0cZYzq&E@pH|$1-te^-7{hq!o3Q7KaTVS#`Au$SD|J?D z#91r0B=la0dwVZDCVk*PiBP&7ZuAz*w_<_rFT#B;h77L@%z=M_1nX59X`h6j@*ke( z6?|DI1DzY^v zPgZ2qkF3OL?D%A;d;-+=Ixn&FZlL=2n9<)wHhc|wd@05gm4Q@a{gVlPHdF+eO{vek1 z1)s)PJ;S?loxPNXuxtc~eJLQsyqs4#6RSkp#q3qi%TALMz|-rT_juMC3+9HghyEN( zi>4@ifiMKwY|aBi#hMy0fx^eGtaXqe5q`hAD!`%y^?v5 zJM6J>ho`6ZWo%7Okmrmjj-G>ltbg$yG(98C>2sieyMWvAT~4(s$X-8z4||zgS6B>8 zV+-pH>u>rL-Zck|&1dfa0v`AUm{un=5Go?_2)>wy{5tHhU$=aZSa&e~JSaZ1*hw?}gly71p1?Lv_4 zwU(cNZy0B4?1k~eMr3S-=NMb8Px)L}TMO}7c+g3(WF?o~VXif9!#bO4TIx&MB&0>iskL}shQ|zZ{uwm#M?+Rxd#IZ+l#Uq#(JSR21hnWS8 zFOfq&3cqa684uyAU*)bCyYVW>8VCNygHdZv+K13wJ9~Giby;ur3bUbg{7xg8ALbeD z;K>-@xfl-r4eNjXU*woEFnf7o7ueF=bbEUkf3A(JH5Angm|^3Aw0G5D80V!p`lYNREFUwT-+FKAPVzd3b;Dd+`5_SgwbNzE`mSUY@Kw$`>^lPw&L z81`IN9vus=lKsL~=dv53y>dj_IA$R`CcYfz9Alzh0;$$8l|R16+VZ|d3?=H{n9F)d{laHu z$}CWjoq`<&n8WLUQ*#3c2ILGuOG(a`5~J4HH5RffKG(qvZF$C8D2-a@(3%$3rtw{# zVa$^I(!Qw`!YU+v*-rk_75aBRP^N3jFwaU4OeTy7S%viez=r8 zEdr-X2dWALnY$4(Y6~RmW>_EVa(C?SU__x(c>#tt4gFfi9$J~hVK0m9obCObU0I~k znrxTced){uXkQ#+&myZ8|P(Tv6~?B6!`re$o&A`*Z|sOx&BM$n zMt&V+sS%XgHa+^!?8O*K=~}+-Ry+9i6MOrD{Z3~Na4wj_yPxL-Y4A&U`W)tk=>aG9 zoU)Io`IVmE9pv)N+;wFQV=t`7VT5K3OqidLllx%}ziK?aYCQXgd4kFEVFvDYa-G?f z-0y7MQR}wXfV#}6P#-t9UY+J$IEKCM$3vNFGI~?3&1Af{oT@r|t`f8vJvcRZ;#O;F z#(p|Ni+Wa{hq8x2-_~)o4$pY@_cjvQ$4F-1Al<2JEkTx?&9NqckUqgH^cXT%OQ_Wx z5pDkFf@;bC7~b^`oJtwiUPR_3YtK}w^fd=rRqwZ!^9F2h{iqI%F>oz=-v02Pq^Mjw zl`(?zvL~+bg+n>I)=Bd#%@EN}--D~LcWj%0Z0lpx<1ST&a*GFQxB5vMD9&0_&K1@g zu!5Bmr1_TS9y>S5wXB2h_vCt4BCs`Ux8hDVX4@K|rVQ&EGi=qik%7cEHZ9`jI&VRPAGdd zw7n!mzpsHpopY0`fbW8GH==Q9f4A?&D)zGz>UK8145gojwl_nM3xef9E5b1JrI#7n z-;}4OVJ|SYLrqRSXB_kW%l!5lbgo>ghUD_`{I?J22P~h#b~E6x??d%(gN0Z5RbDZQ zE%nd69WbIkIE5t>Sw5EKZwB;MgS_v8{2_+PR zrXC8|t_ors2YNI2!n$Vim~POmpR97NMMAXLxxq}cq3|R5lbIp*LaD>MSZN0GtobBQ zavrdvXDgPQL)DvoT7R$?@A`kMz*n`qWo6dY$EyA9F}CRfUY}+iW0UQ<<$PdFymLYi zIOa=eTV_y?V|M8W%B=WSlj9is)RZlHG5ZW-Eo+@vCr1w3j&p3re$12BXRHiq_kbS! z{uJ-lt~935_&|FnRRc@vyT+nvale9`AT^vtN=wek)Y3~ML%2%6mWA|HgUh=nGJS%Z{3M#q5UabqPrN;T=MXtbSP>(eW@l@rn z#)jyRF37$LGKbv59&Ry{Yj-r(M4GW;cnb0@>_~P8n$!2Q8#-1mv|oijp_}l-8-X|e z!O{)Lm-E1k)|1I_hfeWn)9=Y$J^&ddVTKJG$P`&eazW>7V6+sSD zUe%ZIA-du_aGvpCQ=i-mSg$a%O$oY7&f)z?lwuMRxej;3FRbNq$9 zYim`8KMwwOhqXlTD(=QQj<_vcx%px8TWz-bF&A?ta^t-WbEehBl_{;j^CR&hPwv%~Lf{>&9?SI{1-93~wb=OleCW-YBzbGh5A znEem1?nP+xGJ7|k&wIC%W&616+V;#rwvUoEHHQr*4d(E9AxpQi=6UvMCAiz{ z=}(TipJ()2c*@K9Wd5@r?i&oB$(gXu0q(e#7P+0?Y-PQ}thp1(YE`&yYvoT0yl5_W zV@1#jlRehfZQ98Z^dx-`&3wh{Tj<3|lC@BtQluH-(xN#rQlxir5%e+_I{yH4Sh@HW zaPoG*iRW>h^VdqQ-lC>!oo0Ig=Y-I0i!^n94RwlAy z`#&Kz&nnW!of}i@ygUislU&VX402yDX7svTe<668K4Eh-yaVFK8fw=9U1|Gvc9xcs zdvvAY38`^tlhEc~IGk@q&}e0+p!P+HXbksRrJ6l$`knbEvTH0HzTA5#`|U2T?P z{CB8x3!gT!5B=57!mIi3Uai~j_RcrjO60?**pKs{kqdt^FI?fuoQuzMw-2*SP0e}s zQ#gkG)YXmDg3JnD#Jsx!`qv+4UuvZ@XY!-GZ)OJ2%R8Mll@TZNn#1^sp@wFpt#u6T zUugdDMurhCD?yQGYbQ773A?^a0~fiYYJ}f#MN{BYW8i}$f>io8=Vq13rCj$W?nrW9 zDJ4B)WRlUpj$gL2#Jy@MI>rBEd^gTU-On8HWxT6}dLK`6PrOIUoL1Yr#JS!GI9WBb?CJ`G?pLUp#8(WE5FX?EI-7K^e&v#*GJ6a-!gj{>*#&8N3c~tDuX4nU>;?E z6`_x!0ikBnCg;P*@5HNpwe+EiMzL;=qw~|{rfCfXk!r4&`r#;aHFKKH+*dx; zUal--1t4b|wg1jYbXH9?lHJ;e=K0#`yfc!OwcYxI$!_e?IVRZ#Vq`}4fV4+A7xgFY z80KG^1EL=|Bj;i6q@9lLV_oMRvyPqb8ZhkpXPnuy?Aux=+8XsFTlrU{+o#f8etVC3 z-Nqt%4eGnrlQVuqU!1bG`<2)I8)Sm>JhwyPnfh#{;v|-vXOcXdINNDuvc}Op-0MQz z|4N*>THpVwK014v@luxawMT`1>~fr2VXi6z^6Pat>1pUyB>u^q@DF)|>6z`aaaYsP z_xUnZwjH`(2Bm)wmoe5=p0yduI1;u|ro7En+6BrQZm393<+N-srNykRz$>Zc*_8^I}Pv;zMH`zFbRduzqbb?w%Lx8A&!Fz_8 zsR!8C8fyJJoZd88qEH!){xZJnSyM!lyG}H zU1(7i|Ft=8az>r@-BRIM)aPuvB2&GH6>Uv^%s0E&%K zuf;WJv$bD*ZC+aCs&Hr3aSL$1;?2y2OHhn5xKwP76R+TYem5pcnNQ!B)=X_k<|)|c zUN7P&480rgF=k-jS-_mI9O>51Sc^d6Y?e-iU+cGimo?QTjU&}pX*`zESj$;=8QW~& z7p3nwcPlr?Pwq^R9W34krF-FOt2y#dAZQn7?EShIx+w{I%;@vo*;KEST^U+(t&MoL z4+k9C-EnQ06XvmxMbORf97W%GCZ5T?&~Rqf6AxNLQ*u|V{G>%SOPGa}pUo*u;%Vk! z8*9tAhgy0EM7HM0HCQ`$sH3}!`?Q_2Jj%?ejm@|~wKjcG&SoCxZ|LC!cinkVo0D;^ z$$1GsGJkG_x=(P#l%PX9p%vQd^ZXv=xJE!Jqf2w^T6&i@ zwHw~Uk>%3nvN-?W;##CX>%=vO@AidHPk^Fk69uyb%cwPithr^>@&v54T9M2Jlfvcm z8KG5u+SVM%%5n56|XB|d+Qk%t@2z6_>u+yJ&kUjp6bEXHmZf)XfFZz3CGd@77 zO0IzOPOvqocWDdw0#5TIvdcQ|i_)m_xAU?xv^mwz;Oeu+D{qEExAUxb@KV;1_su{K zdJVs>5lpY6Yt7@kG3)BEMjt5$dtd%w7>BZ%m)Ri7k^k}(T;m#7V6CS$JSSznvFL5j z5wp=1|8ggM-}=Cf4Kez|TG{%9Js)dF=^NB~x*VD8dwA#9$c|?G|L79rZ;QGBdj@t3~Jy5B;NC%7uJ zk)PmtM&g+^{&5Nz8OHo;?wGNn>cqy&Yf-SaM_1(81$Y;(6X#NdtEx=?s1=kG60Q-W zvXr~>0#{W%VApveJM(K%=67q))(KbU{H%XXE^D=Iag6{MX^RP7Cw(#{pksz``@oul{9gJ(a*0 zToTW(o?UAcHo{k22XC?Us>|YiuEsB|@gSEgVEQYRyokMh2sau7-C6;wD-_e3*b#F8 z%Hdnr-)%je`-u~&jE}qn{&VBC^!05Bv$VFJEnsC8sQng{%!aeQ&)pawV#9iYiVnn| zv|~2tg5TcSaxbDG>hIR?ogBgSO3+2EGo-%k?5M4!KK$EQkbc;)UxeBwz~QYm{0$y0 zYi2LRL-q+CFLUXQWH*lEN#v21%-v5SjXc3DZugYZaEpB06QvCEew~kvKbJS@E3*28 zKAXKz_b#L;^+hv2v@>Wou-B#XTweBJZG@)iM&?cq4v`r{_-yU@R#0mLc##$A8zF_Z z2wboySnVFPDZK^tq0DMLVRQ7gF_q=1%eTxn)>~_x?Yt~6#U2_U!90yb^Lp^#nNMS0 zsrhF1>YRdS??r|>S8a}LMwix5y<*xc^_5iyRr(I9aYjbxYvZwpi}o|IqQ0t+TOQ`z zA|2@$(xW>EOiX50)H5{&i`*wr$(JBTdeKg-PM)m28#7}4n`FzXTK;l|-YuhzjDYIM z{P8qHK45&+BKBa^u>9y4+o@$31#7&Dami}Z_Czesce^y{wf574T$MHGe3nUUp{Mvg zIAm{Vt1&ZGZLs(lblU+6HWG0l6gY?YJNQ(05Luy`oS9_n(GM>$F^jw@Gqn`<>5 zxDtq#&W#E-{_t&P#`m}ja!Rw4TXO`nDeE!^v|v2Vk@UOGLg!lpcR0#5nJX#xH(Rd_ zGV$|B$3vlFZD~)SnLo_EPYbWIpZ(q-6CLLcBynEF__aA}+ij!=+cpnWqD=8Gcj*?~ zJtgvrav<(VFtsyI#YXPo$J{x-|#&)K+7^9?v+UqEL|egZ9`GYx1E%_@f4ZPb+l{Wav|K z?sXVfG60+m!Cy5Dq>jd4{yKY~jK5kMHX8X2-e2K-UW5~vW2|Sc4d~HN)SNls31014 zVmz<0CDs|3#P)A97mQ=W($tEDkxkjvCNjC5B%Q$Nu*WA!O3*yt_Z3^rDvQOn=IEEPuSk!tP_PNWapP+ zTtgW+WH~;S;uyu)UorS%8KSD{a1E`P@jC^4cI7u6-YTb9GOGQ`u zQgq?fjym0s(cPtdLZyWK)FQ}4Z7XwP63G`!$(g6-y#0Ths->s7rr*K*dh%M-XI2sk zY!=xXqK#Lw)Hvt&h$FF^sCC#{fT^ks`LTM9lK(mQB894T+p8Vf-aF`dz{K;hsY`1L;a*3WZZ71 zmf3o0nk}Vr(mbkB+y8h1y}CwHg={cg7W(tvpN?FE=!iFn@BJ7(=`-G*zCTaUXZ*3G z+DUbjD$^6FTvA2)wLX$mIH^QZ!K9K&MfhBr4&+t&tscF{o3Zv&ytfQnxMn`qOYZiX zBPnOny>x%gpHw{QK{`^FVlPFLvhr&rDP_`)`0e;LMm&Bies@wTI#}kV$5$o#96e5- zqYk0lQAavDx288y3zoH@OOYMbyV0@ec{&%3V%WF&W2)YNLH(#7sA0I4?hQN1T0Y6$ zxK1vl^>6MWXEQ&;`q)uNy%Nr>ZDHW*^sTOG%sU2w?sS~Nst1jOjkF<((i}Z>N zi;Rf89(gM=Ir4sFYGg{}oydg9tC5kBm%=Y2B4ZdYN5-*aWTY?S$w zEFqq7DdB3uMP8TDkuE0ug}!tuVRyo=gf$7PLZ9=g^sM#VpAVgmI@1^8F*>!BrK(15 zD)dGZlIwQt33*|Qp>gXDo5OD=ih0Mzv1?s2Ry{9Lf%?4pAJziYW32AD7!LnFda89H zA7{QU&irY=!wAgVxzl>GX+nN&j!^T+e%WUET_WG_AoRT{X*b=i>}j=#s$uqZoJwc8 zH=u#n=@vIJ3_HiYL|2_>q4T!%x@t}@;^uUxYeoOKwscGF!Y{q3#n+v#a!)}=_4u_i zlv{zmsFmn$S2d|VuLfaRnWQSvwunG{IAM;dG`DWqd40Yf%Xft$7CdwODfB66~cRI-X8%UC0XNsj*^pp$=L#S za&qJXjEC8(Cg;;6bn3FJYfBK)94xe=dsk;V!9K@b7(p$yx2TskgSu&R!Nj~U7En>% zo?r*a559%7FDv!*QjQkM!GV*!kJuo#g(m&D}ywr?TiQFG46uCQ+4$NEwBS#X}!b3iS*9_sx9)~j( z!lqzPh)v{+m_K4qF7xrVfm$_PnzvTE@i8Aj>jRj{&6_h9+e+m2css{921W0onxr*Z ze`2hpTHdNq6>lm3ms2Uv>UXPoU(O8v9ToKEVS$**>tj0QOykoBAYd9#`J?d5T%P)u zJmDT7mS^Ub zGyJA}@(6Qg6{PkCA)BHHTu7VLV6=kKNbc`4w8#E{ZO2H29q6*!MU8&5;+avYbK!E6 z8DrVPE|unWv_p<@9&SRGhINw66}FF%8TabU1^Azv^SK8uXLXocNhztPc^Mi$L_L^2 zy!J8A@8epxaPL-yI)V0SeTjZrUFdYz0CZLWFU6C}1k~Qgdv5qkK8AR5ALmi=I2JDZ9)C^G@wM=ooe75%jwYN9^Lr$6S0q;? z4?LwTyrdDd-6_(KF_E~<>)JrvF0P0y_4`JUBB$H+%xokt%_7t5S!Iq z@Q}Zd6OY0{&B@xvYdfEIBSTu_-5R+Yke|%m`h@GYuBSO7*4Q?Vuqyh7))}i)nBkcg zIVvL-VPg=C&#=ae^>?*l7$Nu^_s{q~b2i^V7qcI;S!N&c`Az&A!}u-P=Vb->R%mG* z(SVXGhVD8gZtZQq$}ThqRkCJQyUH9Ut_$?C%ZO3&z9ZMnp)x)sf~7Ry}+Vq z#r94}f&c0>oNotOjk$?hoWBlOS%l{EJu|JbZF)35hBHn?_InWtz8^EO(tZoLq_v^V zgUoyW_(6`TzquAd%SDBQM`VB zJ+?8nKDIixg0YzKW9<9b53z-@C9!3(m9d{=>teseHpRBG-oDtO*lEU92I59Mb39AD zNW56QTD*F^DWh$?eY{8f>G**7u=tqxg!t6>NAd6CKgRdP55`j^-39+E4{p1_!(V5< zTNrSjK=yud=AX7$zRYPcCt7>I{nYGap%4Exp5<4}!^-4Ij3UTnjnN%?(~)Xi!mA0N zF*bsbzY;Da1L-eQU zhUli~@6p}S{m}!A!_hw&XQHQ~SE84rx1zVB@n}+b-RAROEIq}qhoVQKd!q;0>QHnK z>+g>qW7{Kq-^>1fjeZ;bF8Y3SN_1FsQ1r=YOSsn~(Nxhi(F2jgk@=AYk%8b)DKI^f z+p&Z{!PU=bJ2Mkr;cA`*Q%&GO)^<{-Isuy2B9q$p*gQjZd-Flm-L-7!H-v@bt=m{)aae#=nEU+Kuh5<_Rn61^!zjQWxcKAaH#X}Df?+$W;VMBKRM0Z zyN|ien&I|*nhh7SHu6yBzTU{=&b#fAw^|~XGzxN1ZDb-lik4$8R>mod$QM>yV5;)AYFc63H_$Ng}Q%6bJ@=Lo!2J#<8r!B&4&ZN&kQ?}9^9_`CiMRi-0&Ob z+jX4LUMS`?=leG!29Lcf)OyGc2eHPo^&v{5uU7?6X76f!R`V{+sK|fo+?GQcEe`J~ z0JpgZt-*eFN8mAbuUf;qJ+tWmdN_JylkiYk|JytO zZKdWgbzlZG_sHDvnNXCux!Sf)gk0OJDN^BWuwQCXX7h6RA8Mnux1wWlAE@#*sB<=R zzkZiXAT4VoTck9jZlqqMDR_Gv&e0U)HAJhajT~5$U+Tb_9*;DSw2!nwzv<3+mjBO0 zy258VpuIHV_wpd2K%^L)CUYcZBq`xK-kp;PrxOk&97@;&&)LrL)_{=tXfSVK8_-VB z6b@ ztUYNClRgt;VU6Rqf1+{k6S!mc1)Ibk-oR2gilGfp3!bq+_5*Rh`awV8==K^~gbmuh zN7|va$B*Y%`=)BO>Fnj$F`M~g|x zI0A=S&iEJ}ARp=%e>UDF-YNcMymh=uyji?9qden*c+q&Kc((XIv3TqxV;f^tY)xzt zd}v|pyV!Dg(fZg=EZr2_AKMc<5jzU!`ZIO~9&{ykBX%kFH@xg3OD-}l$FA``As&n6 zgf~@+SBQ6JOpL!CUkpz?#z>Wv4!N!*`dhugSBJx4mFd)?YV!p(@iKP?EB-T!>o7gvF*4R-iOn!tv+FHl<&}_?mW%jl`5S>r& zVOXo%p4P82&o^fjVkA)j=_FG4p7`$gPR1_&?}_i_eRq5tV;%C%kMSk(S@GHNH;^v| z#QQ=`t>bm#_2QM|RT!0!bn3)A#yiAE#mC0y#=nSfVVpy*zZt*I>vsGvY*A+zhvNs> z^Dh1$MB=|3Pn(nmX}?&|z563`O@bz@OTL72v`3pfOTBD7XFLGQR8K~4>b$)~Y^0+&#`IS0OO28}%tEzT-m33qO> z<;BVW4WB|iV z$_d9(*LjR#-yrLNnp5~AlJAb7=h%5Y6>>>FJc<>VvzjqaK8FY6U8ETMZ=9nxUJfLj zx@g-2(7UH$om$CkeWoYY~6PXqH8A>U9XrKbEC-{|mRe&oco_ba3KZ-I0}HS`znn0dPT_5_ z3RXeu$p;sTCY?-@g8j)Yy+%uJq%=TN_28+f^W$*cvJJ80{9 zkWPvtzt|(~so)PBh8AwN^T=Q;);`>w-=4r5QZL9l<#-m41WR!_vKXu;Vp|I ze?~4u3PuZ{b+m|%0uP@@=fOXIjh+JoQNpV3g(H+qd?c|J{GkP-OJe85zKQ)3M=-`G zzLNM(;>5(syiZP?#QQsmud#G!;;_W-i9HgV!dEILR!YpDSP%}BHu3N1wdhgCmcUnj zh`z_@AMJ-FuXZ$ZG*fhMWM5=@NWav_(RA|Rjj;l{bugzQ zKbbFUe<*D(jLWKR2@f2hv;?KAZS4l{U$M40GTLtTFFJ|iL(Ca2-i7RLlX~CDh(CklW zKSBF?{>J#8d3FwGX5WmJSO8Bl!`_R{t_fo}^1d-$W>4ukdKV-b8)ID+YkwI_)0^=s z!+J+XZW-5RzJakp=6@!k6P~~-Z|vLW?8U5EJ79DR6xRdIVE{hY3H&yPncIlxbx1is zafiR*XjAY)^#i;0(Ul5;@-%mDz@zM~aRH8XforhWw*7|xshiAj<*C&a4}vU-#4=K0CT`~W}B?= z(h6`M=S*vkz0T0TYrKy&RE#TK%`k4rm;s{*OJYq*?prnjEnoq5s69lLT@O7*?a5RI zDW(?o?55Zf+9f=NmeUt&!t3~T<|b@Q_%-1sz7+XUUF>Vx(_W3df<^no$Y*eedGLoX zc%K)U&6vrunf#x{FQ2n~e&j2D_cfOx23}+IjXW1=fj*?(bT{K7_KNKZTN0Ke{1|K) zZ(>&)mhb{N@6I_j!!uJ6KWc93`o)5;Ro|37N=Gx)8>}o;3mbqn$V;KM=&3g@%D80f zHAoMC;Q=-_);NCiGwsJ@{#_zAY-6X*!?Gf-_66$@?m{En`(NF4b(jzEbXs5KfBmM6 zb+8AbeRS+$Y+WSJ$-12S(CjauFVsF!#*5#^!(a}Qz2D4mvciSY5JoqsoBc?vsQps5!|gnjyNMlSp!dhN#`|Exh~ z`#0gA1oeXs_;eE8i^Mk6G{!gz{OMWfMEoX;M%U6PevX> zvP;Cmy#wp^6g;{u@NQ*cNdGgSY-`r3qHN(vuVCNsJR@s-u8o|zv zTG(D^p6ddicoZ$OBp$zl=r+DeFsk5z)Th`IIlKc>LD!&#wh#XJ+N`hNJwN`7OpKJ+ zOyw~dlQOU@4;Hp^L7wl%Rs+zt2l3t;Y5xiKRf&<0b1 z=VYCH<@oeivhEHR=QPwR{s-OV6g+E7@KUW|Cf>qOPO(3(eF&8gdx95h*J+2c&uw{T zWUGYRFZ3?Bn?2E#5sh`RHf0aie1W-Inb0bG!?7;(W-nHUwfCUCWX{7u4r6mX$V`8R zBihd?FZGjNP zIZOK(xz$C6#G;!a{_PeqHjCZ+cq*1i8oR+DSm2xttRreW@0}7)kFq zIonCj*p)o4B>t23AZWqSdu)4ccNpIoD(qJZ_~5LJe5fzQP_8*`jrnV#25#@*vy^oSl9fn=E|7ZWq8hj4R@Q?kJ{S5Pd7ZGS_$Uo4Y z-&Tg-n+(3~9ZcIk#yHz}SiYucPX%HB;%(x6ct*szjsxfn?6dTCmQI*67(*Bx7}7_g zXvk-nE|jPJuP#WOFH&t~;tVs$+@v~Je9mv!h3|8xq|*OyR*zIeN`2K2Y8;Y;;+NF$ zNw-Vsy(#fzEq_nWJf043CTFpAXDtd}CTIS1Vu-I>yl_)MS~Fl`WJpbmRN4K;QxLr< zEko)YY-lv1*^16Bbsv&ncH|nQ$MaaCoAhcCElIj5N&J-B9;xe+N=iAGS9+UEC9w2# zmR@S&2`$Eu^Bv-eJhCsmAxD)6E50^4l}66WKFls5{;ZSaRVVO8h$mFet&u(>;^nHx z3>Qv00lxV(vveV27#O|>Yq}#li0D4@ZzqP}8^Qhs*iWM2us*_*oJI9n3d1%yIE)C; zBv_L1OE6O~G8i4y(Re-v-lEt%48@W2fr}w+XA78S8Te*)U|wKKV0vH@?`JSpFb?n? zw;A7H)gprt!K}e7FlfbL>M93oG3p0@NpwLqodn0QiM1&?ubgu#oJe`r*Z{J)%?xo8$HQe-;i(MZc}Sn&Q()+qARimJ zItx5+En5xSAjUe7!##$JUAvUM1UcF7?BTKNH5e5^M->@WmC8y@n6#RquU6+P z6=2lzE6ErhexGo1JJFG*I41MgIyg$=SxC7yz``cTTb921$lotWX$>qO@0|7!Q8Zt*qz<3;lHEoAG{-~_tj8mvmZ$wW?WvP<6} zYgq;I>CZi{1%}D}|5~@G-O)I+((skMs4?Z4J@s%|HABB?jZ>x-QKKH|cv(t^JSnyKNnz^h@tex?^=xE8(Zm`PX3c}U%LvNPN{o}7V;sJ% zZ7@i8@bd`2C7jyS;Yg&*qIez0 z5=q3vT%S>j=pa0z^aPhvwk5cr|Z{Bey^`$3ZO{S)KFvsmbJm6S+S5cXEgi zoI$*w$qAr;@-~r-aVSIP{;%AJa$v$DjH0|r?%0M^J%LprJe!=EA>Iw)WrS~*YiP*p zl@o$nay1fXB}W~`kh>tf{Wb8MoRO6dCyLA!+3#jDwvkPrX9yqr0}VbBM^{c9n6*P| zrypx)HIe3?&4F*AAhD$-?CxlE|HZ@<(Ik)HmbnTu{nY+~`0?Ft$D@-9M!1lpFz%ch zu+z;QogG~qy&U}<1JF?WGrBvvI$FY9*CN|0g-<63yj(0X$O{MY(0+#%aKOG2)_XX} zr>?ywp1Aa2p0Bo3_y}eb|JpN(;SH6XOUFa{nl&$HRi9)B*aa$(ZsD_u2cy}e<$O2k z3nBh((PyMSP5SIh?;VLcQcv?Qd+=>yi<~sEffXY?q{hKU4Z&L}J$R)HwVVmD4^>`j z>^1iEB>WbsixK1`-hZiO75-BCfJp6>^fr()*pKpF`oG;^NKgHj?D)@#4brbkdc{Z| zL$%+(3})u~`}sc#fKEw%kpJ13fr^sJLEL-kRZYBQu}N$TySXM^P7(yu`9`UY_S zUNQ{nAuhcZoH(!LtX}EkCujRgoR!!l^;c{8UO7MZe?1b#u``~}#8JJJS0r_mQoAyq z)zgiYQxP;D@$+x8B+*x!k%JaQuT2GW7Mqxqy(1NwYAzU%(xLfU2?uBa)^s#$TlV+u z!JVl4BZ75NadHOpfP0b=@YSF{V4=Nes4rgPM*^|u3%KPa2PQ4z8)k%pbyP zSm9XWIO{m+c;k5OP!xxf6+}{ADNc;3172yR^aR@sRDM?mDLueAU18EX@O6ngzcQ*2 zRZ0+7^73;T;OFAt)@+Iox4|p?2scoGj^HR*fumrgV+0O{rjCMe-!72NV^-@9SikY` zvAD?vz&ji8g+62x|R57qz+rEF{Rg^h2|g2dWqX*mk!Xl>;d588&o1X}4j+$Tr)*C)RFkMv zh9_J)r~4RR3aRxImA>cvD0{htOpC&XV1&XJm&R_w!_xC4X8S0onwuQq32C?<>E@sPVE zeNII4+RVz8zTa|onw+ez5JiL^dkwPrhTiYu75qZv{@=MyMTuWIVf%E;x{ObGdd+c>;yQxYjEXjajeREsLAWg zL{^!|sb`Eur=cp*e%moCDh=Qo2>s=@wT0ndc=wUB-QQrjc?WDGh5d1=UKf zQ2z~yNvD}dyNLqZ@LEbNkba-i`{ol7M0y8Gp9s;Bq()b2Yo*7h)NP4(Y7P-+6|?yO zYMfv#>6Vj79kTRul)5*GnQ8e~JP*>h>>R)SFMdL*zeMYnQ))$nk$&@1wPVu7uoa|M2-!+yQSx4BThboOgk{uxDp*ux(+?BLYnhOa<}G2&@XM#_x6x zzrc?`W`1WQ7_?!*p{O@=(QnoUH;1C!?%-}1wFBtQ=YyAmPhr*!a@|yTwaXK0`jT(2 zgLjZvV`E>;$Lf)@MTc?qb9f>fd4h5-x13`t`)nyR9jWpXP3J9+o0RanRhf(Z&_KmY zeS!*>rwphYTQdq+?(P^Of*4&E{Ay22|S<-V&`sPU8t(@Z^ zJ)br(_oPOq1-ox%qWC9#wuj)=B+u?fUR|4=t{gjECEn^0Kcse~Z3rj#ATspity@TY zkeUE-@E0X|*&PBI_Ka_aGYt@$ZY(_8bib@_e8`3o7ygxusk zCVpUpA@edL7)h!KIug&Ok?rpy8r~$Ade8nUysBvU3j4gp>EvHQ6t5VP=RXbcTkl|+ z6BE-Ck;;X5rVe15K}4EStfApBPQSDJHYR43r>?9(NEgn|d#M-`-(Y!oUsTh~)@bbiGxt`9%TFKQ{k*|slCG$Z#`$$ir zhA17<_x(?}p7mrg$M8k{L+18{O09T2C>2A#n?9&EYj8;4wZ&6+QvrUUBN%5C@ntT# z+ZvRc?PxIv$d^vq4^ts<7JlpoIOQ?y@W1eB-;gU3?NR8K$?*YXAkt(3(PV-}PR08O zz8Zva`^xu8-gS<-FS*wO#vr0tJtA9Hd;%8h_qOdHymA|0EJnaxG=Ra#!3mu~+yVDM z`n$pU)6r0*XIxFq^bIoLeHNi%)}FT1Ol@&N`B+z}F~)((gjL!O3|9FTgG0N0)AY(rZG_-rmh` zJi!pfMD}`l9irdJ+0I!RNx>b`^F}-}sxX4fM3$Z@S*&i44w^#A3_w##i@#;Qvg<!OXBJY za;_C2Of!Ud(~FqWgDdVu#2UcLkyFM8^7U@SAVJP$nNjIjUq062H8|kaW`;`dQu$xUhj#1C{CC-utUGLS`g^qc}g4J>mB&TJFv%_3sQtWe~b5tz%z zOG0ef8W7DgzCH`|@&~%j;6RT+w?JDooMwSv1I=&xkBoAvtjx>^5ffcNa zv-oR1!C579B%|J@5(vMq<1fZ>$FYzvI)NAy4tJIwkCdm%YvrZ#f`4x@4l|Z2i-@OlXGXWO70Tp!V?BemhV7m;9ww3CLX>as&72-}ucwMQ@90q#ogOVfsns9MB!QY|* z<$z-=$LN59E{@C7?A+f`!-e~+9I72|$-0-G5$!{mL(YHA&E6_~Ns{oE5qwb|q|=Qx zBCA!pS4+Qn>0Ktd$!eTP;xB4Q{E!nQlYyhe-y<%xSnyH?c5FF|SlFX9gxK7jwOE!F zm?H5L_u~oK-&34;9~cH^oJh2ov9to)_DZr>prausMVGUZ% zJ(QYAcIpbYd@!^vPz1-q2do6e9HPeaI-I~KTNZSaM)=dFv35?O^nZshOG^b>Ib8lt zsATKN-0kjYg&(aGD&+5uNsfVzd5#IFo{M0jH;}h&cN})?;@^Fs`hDn?JDBxrK=%uA zqW$R@hDs{jbw%nGlA-MUOKjT97zeJYPfnP|p4R>m4(%wOXsL;A#p}$&kh%ytw@*%h zo`Mc99p|MdS{ibHKi4jOb|v3GL2Q-2lG5w%DY4))JFm`tk^NnIl*<_eCzvN|*w=+K zYRe2OM|{psh9MR5NtqL=xX*dP+x5tIr8a#Lv1kvdeK zhzr}t_eg(g(R|8)CYyt_I)`3qOE`(jFcN9e@IUdyju9E8H~VmATn{3foIBht#N^5O zAZu99a)$5;-k&CR9R`!giC2H(BJ0o7Z%uCW8>_n^>`yo5sZ?Aa;1xax#fUm3`c62= z%M*&Hw|T7_`Abr-+7xVFk}J%DXD4;&6y#JO_WzwEnInXf<5^ugS)No+?1nj>Ku+42 zT{xjC78fWeof8GQyiwxc>eSNTAODHuPg1u2|3gT4#95C^h9SsZ!ObFBq zvun^;|yyDf|tK*`@4Mjw+{kJEQDXj(}ly6F;_qX4Wb*_-GDq%lYaq;*Fr1f0P@6Ds+=iX3B)nHjnAEUD(M#SD<39xLiC*gB752O2%%JS-cm;VYM1C#VbheOt zpddJ;7}1~tyJiFUoo@WL(csUyuwWa=4vw(1US}tK!5;ewHTx^Mf}9il1ax{mq?GUF z32&vMdK)|N0TAmo+?(GLGn0=?uO`W#q~1hMaJbISAbWtEKX4C3b{P)f05f7e*S>-~ zAZHOtZ*TF~Nat-i-&XqRNM}Ov8%h1iKC(~g^xli#D?Zkmpc*;pryBc+oF!C`j~fxO zq)(D$aAUZqvR_Z+tq*s&ChJg6aD77U(iT?P6r#z9ko#^T*F2XyDysi>aLoqR-&D|A zOR~Bgi9fij*ND~oh|^nffA4@HJ_dfji5K%NvDt)Q5Opg9=udRiiri7rv)ZGD^@L{} z#B&gyuN~T1qg>T48Y|*Igxx!crejkHNvmviH9WFHK`LPcE zSWc11jknvw4si*zE}a~gaSx;;`8qy2%szV?z2gh9C6WF0e;u%Wpo)j=)#BeA$2$3y zydpiUi3dgQ9z$xu&V>GbffD$G*&B&2mXn>gB5|i7Ge=HrYa7D5wTbX@>XhhzIYQo) zDq!jE%%oN9=>vySvSlbHXC`6*|#370!46ko)%Jd0dtJ5TNo zulOfEsN6)O+WdxgA>W&L58AK~)Wc0!0n8?ycPoKPo1jV!29>U$2ILaT+s7~qlov%^ zQnXD@E_}>RDQEZg=N06EMU-wVtN813T5CSs&{6CYVa#-es2W35P0IC3Ewu1S&soD8 z8STmaQj!baA(kwGo9cn)UWfXI^5`JtQ9~*Pn*}TKagks(cKvL@f8n%N2et zT;P;--I`&ouzFkLtxnbmtGhMU8e~nkCRl%2bFB^5Dr={;!#ZT0u+Cby7$2-RL>R+L zOROnOG^$AqYL8|!8eiHPaL-LRH&@U>l|?yl%aGs^G?=$UIF(E}1!{15qF_ccyDVrj zdC8zF!4q^LK8k}@^6OZxTD(DWx}{*r_w1{&>>MR=Q*`E@E&v_>jRF|SU2Ft;UV$^~ zHMIem?b)bs?iBLC++bb!nY(EnDan&cF#j8)_4jiucgzT7R5zLR|Dm2lDRwxl+##$o z8LsOHG2;#B#I8EjRBB2!o0?wD%D>4}ry5XxDDRbL%3~tRJ>_rZE^*~PA3ar`^E2;5 zZx5A+#FyjBLPkd%(b-|$-lEY+_ST-9Pu7$HFLnpUZVx%zTwd(}R#zkZafNX7xT*Mj zNDsqxI81v`=b4?(8^S@$`ABktN;LOD&S00$rU#j$a+1b1R?QPu)O)b-NAA@Nu-+wh z*j4PX-PtGQq_x-F*X3l!E!oR5kyHCY886^Y@3R*^fL(peN6&fxhWe+s4B=WIQTy@_ z`{Fh5$|X?Cso)7}qy*s{3e^%nA}hDZ6h!}T!Sj=v-95yQv#?0Vi6-mVeMhrjHU=pb zByOeW@1}!WD}dXe5z6-zhIp-|zE|{l(cBrDAawUe75Y+qT@J4D@WgOU#0!&uYlV z3Qh@==uR}bqY1oe)El|DQ`y0Mjlg!(i8B{rEX>4T*b~I(T!GhGl7DlcR!Jq1)P|>F zcaXE1d+!Amdte5@Nei}VsojC3-pg5EcP2s7I@9S(LC_+>ZIMdHhQd^6ExIVIu6 zekWI31A}!B{1UWB6J4@8@`7MW5@AZhcICytpN0&{MU2ql$G+HKlhb)wb@BX95vr*h z5k>kqdQfvS2+Y!t+20heKrVj9$LznrZ(j;8)*n`^Hgi9xJ)Rs;(&0YRf!R0xqqdI+9i1Mg~2R2xr1p!E=4=}nV$?TfjjP#@=v%GQ4ytQ zMpnMN1hc0;f3+90Y#!_IJlHYuXF;_3Zp_4m?D%_#=?A&z>v{hNUS`P?GoTN>2T2_# zl1PX16%gv2kXRf9xm_hI6P3RWcPu-x#Eas088`iU@bV0F zz&}uGCy+%=BWIk=TAmwX(^=Dl_tfR?>n~q5`oT9BdExEYtb{MlnDsk;IcMfxLmT zM3g2(l)ix>c+Y0Sp=}84qQ3KQ{LNp$L{Ze&yKrEznp>uDT=Fzn%Tj_ft+X9E8?zmc2C@yKG-FnLEUg3aI&8VQu5! zczc4)h2K&YCFJj#4!XF*j-OS{rH)X?sDCq}oiWa`&hpMy&eqOe&K}M|ydUB0=bYjk z<6P@p>b&SY;r!ry>HO(5oGzE@q5+2Mi}OF{P3JA=UgsXZW3h9Zb0R-8(Am}5##w{k zmdY9ByvOgJ$lu7X=24%3TV^S9@tW0Dg0O7+sY~m?$_nD1o=O*}2r8pz&~ZaNGUCA$ zulsXi!Blq5{Okr&d)}X?n2LSo3K(w^PpJXVs36Ypv~Z2?U}E4qTG%6;7#9P(aig!J zzr#A}Yj;vtdk($q4fi~P?=OO*qcN_&Ucr&U(LCut+0_=4MX%@1@8RhmCrX?P#S5va zydF~R9urYMfnmZ!8p{y;08*zf41sX9k{`-Rj78X^8sOXM42m4Uj25q(^#8bkCgctK z9+r(~)QB;dCpD3ra}XLr#9#tD(yzHf>tm!DOu|;Kqv=7ndWp5%XlKkBoxru zAXecZgb|gRd8w1D!FrGT`Hrk(GqZglbG#b3Dl>5^8oZ@Yxg&e^2Q*0Op)o(Wi0l6~ z=)*TT8yuY-Ont%n+ZtdEwF+A$tq3cLWtw&?(NwKCE47u|DsI)bnpwT9VdPg!tc})w z>$r8zx@kSJUXn$9votF#;0mO|byr9K@5MtjPWB{g3fR zeuc&IvlA)2?zC_aRY6N~-kqG;P>X%wH0RG3$I-C?J}QQ~l>RtBuAxSxMvrTcA8Q?M z#23_gCB;`?Rw;+aq#Zu`(aI_i@oC0O<(1-BbUDsj^(h)T&Ru1V@)x{peH6r>poBwk zRip5D{l@-Y1SU8e?=!Nir$m1bM+4D8Bkxh$@1gyj0XghMom@$tGY2kt3^=+w)shWi zmn))R7AD$cMGuL$zou*RQFNIv{JPnK`u5E{U{86uMTdScJwMJ%9Z?$mQ$25 z3U9KgCI5j<^1$}=XJ$-W@tYbDZKO5hTgT?`4m$AjTV_Y#(n2~0G zv#a^cykj=Eezl%j53DYMu2hNy1M^^nN`vR$gLr0<8|A?pcAjV40x$L(Tu5!Wmlt3e ze}N0{$yi0Ec>*Q&CUp*PsA#pppyz{2?}4Xi9~_CIepBkHh15xE7j>IDO+BZsRR2*o zs}IyY>NEAU`boX32GqBz)A>Qw)ragtJJfM%J2k2LS(%7(`~a3DISN-b`eXILIXIdX zI|)8$Dj0hf-CWiLwg#?PcbWegt?rWd4qW=2+4gT}~++n|3o!4E>orTXcxQn>cxpTTxFq{-Zd~>~XJ#<}nopJ4PZE`Je&2Wu!4RrN% zwRSakRdAJZ#kgFq%g*!8{>}kTi5<(-C2BhG#Ul3iSS3oC4EFYsaW$v*WIt73ad-d* zvKvYl@D5}+K2Yy6vdvoX5f&NZF1U-X?8uqv+w+kMpi8Jo=W)|L$Gs4a3!*eTd{6eQ z`EZIm*sl-s(b3>vWb!N7tJlGMY$7Aw%I>zFd{ye@8wAq?19 zSlO%}rp{e`Vjedynd{7b<}`DeIoO=Y+#SmM$$b5!nbXS4)4yX$PX@sj8Q^IC1ii#i zxv>EQq9pGV!)*~u!dHYR4^JOH#XZ;U zcRAgCU6WmgGlgq~^B7Tfs576ln$zXX;C!hjsN2>3YD=}b`hvJzmR<+rVernQ;3lJH zX96)I1Dem6Y2 zm+Sv&2Dtuf#LtPj=6QnEiMS>q7; zr2kBe`MH6gX$3nV{h&_3E;oS(c+Sk|gz9Ko0qd}J%-RmNzt0oPLFP3R_lutlODdpO zGf$rK{8EC^rJK(sMs-lR=*3M@rq9yRLWQeJgR@JyMnQeaRNWeb^I@PP!F%r z8Dl>+$SZM5E`j^nMh^85ZaD=$%x1V*CgE=R6OT(1YRz85hLr)^^aGj9L!m!FZx-p) znh{*ko(`wWSVw2cNUvK5tV67UX+}?@v0hv+;!ol)p(WS)`0D$fdoOusddGT)dHZ|k zd*^v?dhdI4`bzrN`;PePYaO)$?0of^WBZNMMkiL-uRI&+?md#{ISCg{S9O>g;mYXh z?Eb?&EPQ!*ornPu&mxq_Jdq6|i$=Dh^dd{-jELnN9304_B3ndis3Sn2cfg&?E+cP42@>$AQ)|g4pB0VZp?#D3OI&MZ@tJ z1b$AUPPH(sP{rVRTD<1sT7G!^i%(NdqzVC4CWiGG6akT_xa0R)YC>Xn7a5qtHG9BKx zE!kOK`d+Gz57b(E?JjV8aa70QXo_cuc+$NrjyjcacYOXWR=t z{u240i})0;W>=q)4-UW)_Ak9+>cJ;pq?cw_a=JpS>NNBMbhF35qVv;YnBna7C|m#r z{)U=X7gqKdcccnT#sea8C$PgU?q6&mb0D3S-AXhR^O}B(d|;!0jkZ#I=)3Lv)mO)7 z^Vxkby>Gowy|28Vyx+Z1zGS|}zIMLHzPG+Z+9}Oq_uXM^H_ln7tSm708}a?5$BENX zZKJki9T@I_yJAH3h$4|?BA-OQiL4S;JF0Kgps2P{?W3ZiBBF*z_KVydu_oej_<`_e z?n~}CR>*KyTUT~hq$?>ACxwL4tpVr_`lSF5j8 z*D`AF-Mw9t(Deh)WD^n+<_?F#o&14 zRO#-Zp3CqI3G}0WiN|&c8g)^8sG{G`Mb94(0@@75GN_jC{+Al}+r-6_ zWRquzCI3-dQIo4Vi6b{R&Ztg2*SgHf=QgK3GmhATaN~JE8ztbt`r)j904i)pj{3v$ zS)<^M1E$j&K@Q+DQ<^8qYWEp8j4wun*~%Pl{tIc<1q^hCb^jSf@(ar3OY1iH=Y>@U zyni3uc??eR2HMnXbdgKMmNwwLrTFY;Gnd-qfGh*1sfqu7sck;}k}~7Tx?vvz3VF^h zt~)HeA$P&VLmVF5SzFN;*AqiNpo(-RA4qWc9i2fiOW=3M;$6%JirxStmCa%Do$GM7 zjDhQ#NagPud|!v~fNg=3?Trg2&VC&2Wi)xj7~;U+M6@=jAW6VE7s#=Hqc_H1%1YkW zQfu5taiJp~AmWUscVKt4mfoRi=22wj-9nWw|4{8x56p9hYpTu)`9dAb5m=iI)G#ij zj#~Qi$AC_T!hG+-$#EGb<1y<*x7>jOR(Wd}8P_@Ek&&pUHGa{n>IMAG{N>1%yZILS zu6q-`Q@uyLo4mKZS$s8opM2rkTg?HK`$exvRK2*khv6omU&#I@#73#vzn z5$PjxM`VgB6tyAxaP(g>J1Lb&9{V=NjOiIOEM{Nyf#}Ck|3rO{d>N@kevQZ+p+qzd zFA~1lJ;9xt^|IYHi&#^|mCqIJ(wz^T8(}_vaXOrx)k^Ac_=-VvjT!)-xPaaXUtp#N z;%18uyF!N3;^%u%?PoZHrGego2De2_5bZZ&f0kAJLT)abrkny@D=lA_SN*2 zVCDbj8|NG3JMBB@E2ibtK5GxO=j3Oq@tB2pLLkm;XbMg$Y**kizh!qiHh`bYvlg!7 z+ZzwA9tK~!4aFf~D};lv58v6@ew02d_i3WPlC@R^w#=m7lBk^c5|2AY~N8$g4 z{jyo06|3cHpgr|23Gi<1`CBWv)?H|wq9ZTov%@g(sbTo8p$VLVKY0MIPJo~N?)cYn zRN1Ul0sqZb$E&;5P3lqgfO?8?5!7>2y|3N||D97$sEgH^YF(b;7qpEjDDSzcI(g0- z+rpTLhS-ISp$wWz7_9IyeE4HnGwtYp(G!pUR#@YB;?8s;kq*;Piu#ta;7>c<##Zq= z3bP&_5{p)``lizzV-{<09vs0qs*kIJr(aT=(u02gKhZ-^;)dQs{`G)9`~j(QdX1bm)Hp>op9XGd64oDs?n^LV1+iV!;YQpXCV5Ggq4Vj3UMt|407^ z^7b5BQf;Gey04+Hs4tZ-(fi)}zk01fL*CTLS=yP=?RGy1zY;z?a&Y92C~s7Tm~1gGW8TO75}Pgdam>S*G%-;z zX4H$QjgjLcf0H#9ZVN96jvV6})JjKgwxp6q|GWy)@vUZ2bMifHQbeaxbp! zk@1hw!DwZaGD;Ygh=Z+-e#T&9hB3yNV+=LM!zm0jMjOM7L&jRxkl&bV_JVo)V0O0Z zTdS>ED3;rJJHT(dYFU;Fzcwt8g0H)VFr< zQ`bLsU1b-UT6H{PuTWx^;Z2@G)Y^uA=qIbIMb3KN!W3AhLYr<6L2tWhY7eyb;K)JrwA*^?o`m6X!JHt z=o|Id{(t;_?YowQQ5Q^ef;BSIJHk81JIxy)Birel=bNkb))xBv`j6@hbj5sOjIf$p zS%a=%1iF0zdVx%)A}vAnsEyrS-LoS0MvRL(5EU6yFD7Md$JphupJO-0evhpa`)BN$ zn7c7&qTfefih34xIr4hs&4^18FT?*154xYZ^SCWnKUWdgP3K%^EoTzvL-?v*Jd5w> zu)lKm$FU<#hGFc-?(iFmNIB4bEqogzU{Oz#GuZ(diQ%P^R`Qg7`hv}jG?hc5dKOE!MpQ5$qqVE1G zxzsv%m)pii)<<8Xm{G;3XjEg>{A%KmO|Ic-=$zZ-RpWyWN~YkV?(H+!2O;c}XQ zI~Q5|taa9DYcly|ORJ|<)~d;92w%O>a>87$=l<2eO(0&@s?<@)Sqsv8T6D&luoh*} zJ9jsz3M7;xjF}RW02ZW zt-*>4S54|pPElhrjh}7@Us)YgUKamvaooSzxi2>58hA(CkL_`1l>^0;gKh3Y4>9S^ z_mV1m!{MW2-*aZ$1jl- z_||LlwF~}({#r&^BNLiIVSL{m$VC3)Z{7rl1=UDrI+(@`5g8-Ak>4UGM~{d;8nZcO zaBK(G&Z5{Rv9)6t#>|SD5`cK*ZOGz2R%aN4fjBySZAr20ME?H>n%3u}7*S zlm&2%MU`#bsS;$TtMInnvxVCq;0xV@Iyw?xQwv<@T?2IjJFRITvoLGFxyUR*zB1bw zXKd2{(#QJy`3r+sJl^MC-SfoL(^JdS&Qr;A!*krT%DdFN#kb3MUc05;^1tz4(4Xqt zjkCrQbBnpe+GHJqo%|kD5{t0+{LY>Cr5h4N#D62j#y>8<0#!m z%Q_B|$>%5boDFr~X-SXY-o%*8wqdNZ?__5cIPakbvmrnoU@x+d!?puB+HJOR=mS|% zPo-v6YI^&^4ZOk`Z6l690lCk!7F)lWwaf}e0b{h@TTiLS=ypAfY&nPio8Cbm$+a%k z&+;T+>d$q%k;N#_4zR(dy5wuWQ!{oZFoXQ8 z8JM&%jID**yO90&J9UI9*^hJa`f8zD%_n{)LGivq#j&lb&L8&{Q&#^ zft~K8+LN_XRBeCbQ(<*%;@3B>RdFZ6M12 z##RvwGZA;m-^}=URz_WPpi$_Wo5bVRCpbV=$c`8pnG6C zq~bjeMpFEZ^U!KfQs?j$6qwFRVO21Tnl+6IMoGPxp2eTppIOVK)gv=IO3pG8-fXdV z2N_u^cH^tQ9olj7{V)C&WCfX+os!?pficZ(uVVkC{8To(j=IW5{2DPSYH3u@m{Bng zVqeD|i8~h;6Q3sjRov&es*F0Z6=Gvz^yuwTv!lvKripwQzAJp9yRG|Ic(FR@xD(Ys zR9y*x>Nb6>c-uYAM znc1!T!J?nD;sdepfi>{5w+FvBz`cCfP|_x% zh(5<>)}1(Ci%tN4!P7Rtmsf}XtI7E%3cF}MGLs}+QCC=?Va$w4_&+Yf**3%fmKR4` zTAT%v|Fy;=(FymCiqhVPwerjeH|Odn^rQag{%-ye{>lESuo?gQN9bL2OMj<#Hkuem zjQxC9tl8Nd0-K&-w!laB(h6r~3_~wHM1{*4yZ|dfH|+yKD-$_K5H2u+PG_}nqiqdj z52ip(9tA`654mV8u9s4HZMwmo9ZCEht+pcTxe;9R3@THuz~sK8R`HyAP;KID>0IwT z>O6zee$lBrFE|6vYbfsbop#qfr{8&q&-$Vpgi+i*TpfUt^$KpQJ!*?xxdUE54(oLS zUGoa>ACd2UWH0jL*>b=Hhr@O$$}8BhTU76FCdcZ8Upd^dpE~4PbS4+i{|w^0oCp(Z zdrzc3M78rgdJ_#tk^Y@bw-cO9H=fEEIF~(Pg;*~$ZOu8M<1pNK5-OYg52rv6>eXQnc@v9}MTSI=#=QJo_jMaD!p zBksBHyRW)#yT0OWDCn%@oIzwal^As}{Xl&VyV93@^d9PSS~?DtLdPl$yOHYWH~b?{ zP+h*@@+iofSz{GMDc@%9Fayk;O*sIM{efyjr1Mx z)zYSEzxccOeg4w=CEaZ-H|`sMpht~|vE2+d{up#87UJ5vQn5XV`CXsf`af8k)*(K1 z2O9Q8p6(@(=q`4_5jb75J3i8xt~dTWhy4=H)|u4jt+1uH|7V*CwimZjHdb4Z+DrM}I7%0CLG ze4&56|AGILKa*ZoZ=wI8kI?tRq(9NG>Pe0KV4U+tz!+n0HLF@3VAt${eyo~}4YXN~(fUbf+>n2a`4lUnnC$@V*4V-!)WbAGZ`s;Sy3AA zsMpkTWYK+`vv8{{2gQzYdesW#2w&8;p#Jor{?AIhdRh5b*`b`|NiG80bRZ_jDU)EB zMjP}#iVC_Rgc#K!L7_)mTZsnwS1L~pY zRD(0n;Z%lkZ$FXe4kK@u^I^)8W%Z_7MNa8UX7|Fi6=#QPOGnM_uq>^J_!UEErxgnTOPq(Sljrz^!tqsWlnS{JXSG z8k2_{Y`U)v8QEmt8lUD%s;$uWYkmF0{GIgn`Z!~VaTlGl4|`P;^!Go|_TS)e>!J2m z11{4wDxy!sg{bXO2Vxe)6pV|A%N*~I8ya6bK5x7|zCm2>xL6ppdC?uB?NL`F$3#?) zNFV;v{nfSC^$pCQ&S`>Q+T!bZibu4k@}2s&fjG0DGQYBM&GqRU-3H%q7wWFY;7d7z z2QwKO_DB@Ehs4bkR(>m&S<{RrufOY$(U)n@waLC~zTIArHxI}^;K}XH=q=%$?49n- z?91r;!g#K|(>#6$F{YH!91T+z|iR>GG4fb)*C7a*sWzM4{jsuJVnT-FR=fcs?F9YC_nz+(N$8NT2s%+KkL zz4%_~fis>Oh@QC522gL)AKzXXbeJ7r&=WXHN8$8JYn8D6HVoq^`&6R8h`!u^g*dax zzt(@q|Iq*1pGHrschkG-*Y$t&Rz?>ixtY=YY<@S-qEQbg@6ypWOW|Q-(y(RKP-iFNmJFcFY!2&$L$W5Z zJ_G*7TcG&HFkst3D6gnhR8d0mk%je8tH7MCRP*B3TFp9AU2mK$M5@EZnxCgmw)pnfYYaXXqbcw;*{+Vceihq_i83s1DX859Em8zhK-_@4*PxxQyUcI;3*UXN~PwH15 z;fuV+oVvp`dcc5L-Pzo~M%0dI7*#3CMnuUUtHd6PofNwuwhf%wx|jpeJQ~D{n?5uLqQDxl8^PJUOSGg^Z>b0Z7T9kab2_Uj41U6rTA{?S!_{cgObw#(aVI9IVDc?^Ung zTg%tq=kdj(^=}pjKiW$Gcjr6fuVDx9G0~1&` zk*IC`d4@a4pAWKXrV?MW;)k6>7X5-ft2lb!aWt2iF#g-{Hvx`e#fDOK`mS(xN`~#HDl-F)WbsvZr;AG-YC@mkW$A)f<1k#{b1OFR(fq~IjiP2Dc$=O2 z2jaozo5U;lN)(hDI<-|#yR7)p_)0(hUOgel$je}T7s3FPJZtLJ6V6-;4?nZ z<1!C_tuhg<9z6tPt;)&nX{hm9OO;AKDri@OlHZZ@B=U+aP==S@DK^->qOjl#;D6IO zRIYouqb4}+h_a2W+)$F?9t!Z$IpwM{j#}UvbfL&ZZ}4cMilTf&P4vMN{{Y87CL-@f zFB!t_lb`+Y6ir%A5MjtK>wDFjE692@qAy+kj5jvr_1bE4~g!7lh3Wj z=ii2&V^O&6kHf1CA$runVO-2^+A32+(~;LZ0mga>RhkR&ArIuUf~@zu#I63+LMNm5 z-f2{^?&vc?oOS)d$A=Tce_jv9B_5`8)og34)!po4Hicv9L=>OnpXGn1{i{{e8fcf$ zFT48s_zE!cqFr0kJcF-k1OF1wE@j{?PKwi~DOJq})Lm)@ zcPjV5h+YwMqozhRim4g1EOuIKqqt&mgW_t&x#Die=8W~k{EWU8y+3MRR4=>$gc>6(troqFzUI!$0sYZ^VOt zANOW>@Dtfs`alJ%n3dPeZdzoEC(u@AYwNVxzAe57Ud=lko@^+1?4sB0Yv5b#b8xj+ z(U|`7pYwOa(^V22m)wjqBk{nbMnx})vfhG@PW^DR^uU8x7&h`WRZS`EPeOchT{xqn z^xv__5jMbgRA2?)MUxyv?pz#1S&X+4bllNE&XZXqiDb>C$tE*_Z};H>4YxgnQA;1T z0smP+IR9^WRBlmaybs4rUuyY3QJ;{3`1xBDApJn(gpF$aTY$j&|2n^h2{f?Kcgr39`=ge z)VM$4e6YM^M+?CDKiL=C5KA`j%x}XY|I2AG&tb@}arW3A*4HA|##sFLeeef#g`4ic zTVv*4A=cavRMUB^u+-e+xnyJU@D)2?$cIpO)0elo;Fue5@Cy|X;*z8d|C0tZ1C>% zHu5&~7WL-$*7R2OF7ht%=I|Bqx!?lIgEp_~He~JwaWmrf#QhrAF>Vr{*NQ0~b2e&KRI13&5d*_3hwH9O zu9ME0&YS8|;_+ANNXM`*RfoYZM6R0+jx0=B!Kn!E?26-qExCOc-FRBD4<|vN&;qG~ z@o3g z`SdS(dXU?9W2$-BYzG$mm9F2-I3c1ZZuS0TMomyi!l~At&YgYDlTAa{oC&*AqapaC9XWI^@9Zgp8nTn%$GO~1> zzF3rM)j{m-ujs8g2&aE4TsPbC%_qfaQ(3qytD030UZ#gp6CGeJ*>D5Bncf(TvRK#k zpx(~t2-e?gILt3bMY4oZW_Rk?3ih6Yw zUw(3~az6f@(kP|hes&=adcu;!&-OuO+GSI~T*6@;rRuO8^ZgO?_YdlQGlNUEz$!;N zQ?gP@;sDI+OaXE^q%K0mPN~jkt$5+HIy0BQ(-};<>38E!Ri+`R$9r8MVnr zlh{n+t`DDde)_>|u{EL_SSFliU%{-4`CC!oq?(N1)RJmG)l$AuOT3Yl*oIs!1=*Uo z$ixAilb`tquk&y;&#XL;$DqcI)YMEvYaYwf7z@8QktZ|_EH;U%;a>RG3*%&XfMU>^ zo&smkDii5^5S#djUc48`yB1p$%$8t?~QfAH{!+9~D0{eq-G3xS_E_VpGJpV>U+p8C3~xObfpne#5=q zec83a^%`a+y;E_H#tUo%xvYRMEUSbompF|orz3&rn$cdE`h)lQPX5IIR1zNB$pL&C zIaiqZ(TFj==u!B=erS*2!ms!ac&~dOcpTn3o~fQ}p5E|c+dNKh0lYr1y_dlF`$1#t z{qy{*nR7dtYxl_XQ&8vLo!W)nR48AD(_I8dl8PwMmb!ou>_g-KzhZVZeX@?@W0CVu zR&pL(RdD4M>a^>lzF4?syl|4Wx&J@ly^o718X zlNs@mPoqE62kO@3)StRwmsYIZLDWthp?;`5amH@@6!sOY{S1~@Iz>pg$R$+3AEVpK zC3xZ|%6GDWRLtl`>Yph8drn3cX@0Y7Y3)D0K~NbOdUpbb*y#eRsL{eTfQf$afd8 z4t%gGP06qpPzA7@^&JUu6SRZ)LOe|3CR!+o25|9VrB z-`^m=zveyT4fmDxP4pSQ(wbMx;m@Vl(iaik%sIC}vH}%IF2rqoc+}b%^X8Stp`pL@{!) zl@S`LtwOxX%FN=k*@&T=pFD-1p@4*71JvM)+R%{`0-k zo@&p?*{;ZFcx`V+^+sQwSxZJ% z6qmdBG6uqhMX;jRgGuW0Y?ARxBiJ>I*h-N7Pea;|D}zN0;y z_z}4N65y3rbd14zE5S=waC#kP4a~yrG8j~{ME_GyuE*t=2wvJ|rFpmGMSeRS)agM+;T+GjL%dsCSI52^D@19Sa5nfgO~ zY#n)a7CHQURM_Nr0mXwg9~?H1yk|V_;Ni^k3A}A0zQ4y!S&4|hnJy9z9FFDGU)Abr z6Lgl;>NYB3QZe^O!Vdb#+g5@QM#6H91d03sAJq%aD=YJN6JC@!_Mn;MNOj@QJ5%v} zhx}+1_pJoZ$VcFmYA95r$ha2a)7;DWOh#6PTw@DfO1t_LF5#z=LVZQ`%>>l!pQt&b z`KxKE==gxz{|esB!?if!Uran|M{&s1wC`r!WTmHz^x6viaM>dT-AN?Tu30i*p_#W}a zl9Wl(JW1OmFXP|Dd*i;u9gW=>+c>6l%#)}ytdH7}U&EhxhYFqr%-ivF1nNt--@bSbXOJ_UF^`&t@!7~=L>XE1 zqM1WF@CLWDp)0x?E)1ARpDdq zQztYZ@BTch%pRbfG=%SZ9P(5CPMz8+s#vEoNAfa9HiD#6gv}-H*JLkGO%?we;{QZ4 zqIc34pYbpG({8R!_N24=MZF5^B9)#-FQiw}hY<_!>S0D<*3K;BB1~Bx>Mqus#jH}W z#GkDPfo*~1xND12ojEB~U)_nTDo4)?lS+@%)Z*{J*MEmjh51o>x8hCCOO~*h8q~+s z#re@m!|C~1j1Keb&?!2yU-z|dfywZ(*GE!ual?7XS;AEderuSkAx_!qc+6{sDqEW4 znyrtwJd^7_YD-RMgtMZWTdj!S>o>g2bBPD(;0O}f)m>D2RU{*u1owN19M4II)~eu; zNvzS!oc9t<@31=HqXEhg{59gKDMI&`|4{!|u$HU9!oS1aG6%(^D$gWHH_W5VlrfBE zpp}}O&s3K<(t_NpCt24RaOF(SMqdD9zle_);Ru)wk{ph2sfz6=y~Jb50}8WhvNOMY zft?8}6To*bS>p1(a; zy|=uvT0U*9|Gs|&nelY|MpuGiiP>103)xHK)XeHkaCu_5J)&Mzqo{T<-C~l(rHiW* z|7-jw@~?m6pT$>*FA<+AE;ep)%*>egc*crE=8s%~@4uA0gge^hbfx5;Ho$wdpUkTm zS?C4sM{{!g*LZ+hl6xNI8h_G%BR^+N)S(+w8#%OkWHcqrEaqQy zgwXM$mZV>UoFiyQZy1Zlav997QyrI$e7ZTO9?rl;v6Fbe1wObR_uGlqJrR#l-b}9*-E&)F1St#_l6H z^bc~eB6LrBPqoWfdau2q$}^TIm6Xl|;b``;bSbF7-`UJxtw2AKFM#;DcvmxnwAO*M ze}T1FL)X=UWWM*9wNvqZl|Y-n#K`6>0-o=J8rH(;2CHnNey%v4@gv}h3Ou=+poc!- zu?$qTJVnJ_&Na)a$Pr`&N0_U9P(e!JbIeQBZA_=+9b`c{@v`hC2FVFYQq@8k2z4se zl-cO@N9c8Qo%nTL*#mZ&$5-ns_lPhp(Yk)Hx^^@FR*~QC!fE+8ulf~i*b_Qa?!b51 zj8*iVTAW4vm9`+TTI9Xeam!RBFUd%u@&$TmrXxSe%6!s-sS^(n14hvoq_x@FY=ftG zygpbz>EGfHXfL(GT0B1FO1?ebao(KX&z`rQwHyI|%rn?q+FRY1#Mg`}zS;Q1Ucuhi zhF89BU9yIQ4%^Y^WCkeAhfj2jbD7f?o*}$xU^hol$>-A+)I4#Pq(#dXylQO z=P-anaV zLO#)!J?#eTDTwR%C0zGtV#-I@rRs3_d%#@fs2BT4UGQeuuMTiuL3(-g;snY))X+ai zV~w)znGMX`<_T&}8^L=eG13`7;8i}L-g|Y`NP)wpDNeC{;FcU_0iw!oGo6)(?0SxM z(RyTgELR{I^?+q@x{RWq<#W`QE>w~`!6!S=Jgd<^;{vs_`Qfam;|KY|nUr1G4dT## z<*Wx6oJttQ^|P13ImA z!-XN|Qg)(y#A~XG`{RE|iNoa)`^zC>^d|DrHSo3TiL(b#4xiG0FC}MJbV7qVLd{DO z>XbW?cdel!_6nVlU*m20;fPU8JRL#MP0*2D2{^LA9VAg+QYmnb^}K;zEz@Df2I4i@&vo2u5~zRtcg-o5y8i+P`Vo_dyf{_+g>bn}e%G$8vLNVf9cW8gwAKsCrY|7!ng z9D94vEj|R3CYGd=!(!I5o$PdkYmCbX{}kRCzt{AbwlS6C(!_O-uO9zj{I&SI@w?;m z#mB^FigU-kh`AUuJ-SzP(Wn$ruOn_nEDc{A-o@S1UE9^fRi9o1!$5ljIw^_|SLi`0nRLPvU%nDl2tFhgPzYOx9gat2CS8LVt(qVW~weKj7CmRd`# zg0H!+53HTfliB;wWAjGAPz)!Iz+ zbg5{H`%#6veyab_RXr!#<5mAURQfQz2$AHFo&;Pnft>6C{>k*Pe*Mw7KAW%bwN0~n z2HFHF!*(TbrfeJfbdG>AXhK#OPZ#KixQ%bnM<;++up#(<51lE4>qKQl9D|ieCSdhI~u?dcXbwU=5<-lm9CMlo34GXN3KKEBX6L#Z@z1-YrJcS zt366%O7yY$&I@S!dx!+1K^hIoqnond?1XC?h&z5As3bGL`!YH0AQX>ecpg@uIl9qb znu0}Uv(k=%@$b{6^&x%rjw=VKhn$P^xFyInxpJ6#mo~UBrH)`Qx!Zekxu%?Eejo4a z7?|NU)J+V-n|h9VgSXj=5{#BWbAtt;rR=&|9=YR zO&m{uj|gg97E&u-NUx)R(Y|RnsPnkz-RyOEFL_##b$v=$mvAg$M8dO#Z3(SBCO-`f~ZR`XgZVUa;-j!0{aZgrI z7_vPKdHrA1NY_TESmycQx2kL3~?ol?l5lp%w^>)lA3h=ZBO^C-^|&j3s3HJ z=D$rVp)JElJ&Uz(Bz#NwoNzm#rKbpfFpsAoS!M;WSy{iX<rF<7$>TySqD3F|Un^irtEN?QRV0Rult+-I<-84Zh#-?1SDgfSva}=ltt{w%Bx^(ITDD z9@Y-PQ{k_@OTs~GnEL0Spu@TM_3HlI?axVfX~NgPhtptS#vFkjJCn(6AF61Es~|5O1LD{g^$;i32U4f5;Tzw;y*LxUZ5-#~Kb#p_x5?ca-fbeD zj#1KVsR7TCp4uniSgGXDIG*q|eYIb-cXHHaeWKfOTDT{SLN8s$*~0nPsg+)$&HW1o zP>nt%!L!`s<*rroyK<8MaR{%klJW2lebZ=Oo0&@P!Z9kkyA}A48ck zMAG*^!X7q+Us9oIQFbvNf{#$1xj=aN)gbxTV8Wg;B^%N7E+j9hI~xUt!2C^x&*;jJ z@2O>KQgS}H&7M7EeXMugaD9|=x)P-O(iQ2q6h?;ylItWZ1d`w95mqc!z3Ur-h|U{0Be0_>o6o%TCQ z$y&N{x;1oSFLcjzFLj@EGnrR!@qcck+1SZ5z6AX2Aoxsq9E>K|$8cu0iR4e7ht>S6 z%0+)v75q?1n;gKiy$j8dk-U%z>hIvo`8B`PT1_ew%6xW%=TTpQg&c=}tSe_=DDLHW zw3i8VUX#%cC|MlwI9rrVn1ygAEtrCul21MqmDpxx#bl8EmHz8NB&+z(0?Ry0UC$t& zt0+3AuH-?j@~rlp0b{(1c56T1?O9as&h+tZ#WvyuVKDXNB*6H%l};do=uf5A$?$l(nDr zfh{dtXZ$hnU0_sTU9?|X+i1%e%W=~MlL_7adi@doQ0mEa?Go)p6hp-{Hq8dUH^pd> zPU6&V$29nX`L`?I-J{IQU#QhS_KxZBCFbHitH*=K$|2f=2ZZ^<@!=N`Su`#$^VHI@Pl?vCpyf zb37S^jp)uY=*^p;Ee{I_3fKpO{G8L4=J$i{te{^sK9N_xT<}6EB&ILH-(L|A@eXw0 zX=s3DvNzna7UysSJP=3GuJk1rp`+9swcbeS0UG>jAYO;b%c&(dM|q#gjJ4NY+cO0B zeMypwA9!o<kxVXFpj_rTP2Mqsi^WGxVI3Ux9nCBhTE-85IE{b;0L?OA6t!sc`jKM1L#B| zNH6|IEm{O0SrGRA2!6^o%=8k;Pl@b}4W}nrMdx<{9A!0gNfqktPW*6MYWGNKvE&l- zIQO9&T;SN_SZF_J-o9APz#4&Lf@TI)39cO6HMn`OBj`a; zP|)kZRNH!6e`~lk-F)6W))Z~ZYxFa|)!)`%(Vfs;*Iv+mCwnLoMt2{3X&N(^`~joi z$oy7`*<>S|WE2nf6HCAsXfEbGZbEl! zaZX(^QdTobHa-9jJf2-igGu^X2{ZqVZ2eg3$W?M?a-zpuLO!u6 z;wt~X4mEN=bj+3c^8(agaY&v=>9qltauRhUn)6r&4pT-UlLFRt0+j0zKc7;)=3IQG zcD>{8IZJJs&IA)i4SNE=H5x`shfgt%bMk}ApPRW%LoVkT(gvI3WxS97w;O1p#hKgr z7uL`u1PU>ZPL9j=Yxb7*_I5GT&we-aIWtK{W(|8A`(HaoV4;*Si!7^JQX8o_I*Jl( zGK^#vRMLQ_<2}2`*OD8=W4vLw;k@aX>AK~FrMIn(ZFpdpz*m7c1CIu7K~XH*bT-*~ z-Ez?~(A>`)zyiWuh8>3P`p)`FXiURF*+-M%C8@u`yzXXxn@v9&P0#7i{5LLO2TV#l zGeK9L!7$#{LTJ(}qWO>E-kjoI=w8H3G6Jo67*eYyvY-0-X*pE^{p4gw; zn>w00GVpmG7Iq0U#L;4BXG>=zsg4u{Ha>)Yeiz;RS8m~8o-k!|&rQ;S8h~QWA+Ks1 z9rQ8oUB&l!mveIs2lrO|53%&x5*aM(nJs$3Wsd>@=JW839%F_M z(d0u#QjeNnM)O^r!L7EPySooFWHp>u`FOXo@L@egk+nQKy*q*VCI{(N|AG!yLoI5= zCmNhREi2sk27g8SJ{(@=FOG&;bW8={0RHKP}M0PEX0Aer-0l}h#yj8Uoe9q7FBb1qWhNXGGg z{^08_kIJqpd4##(%ifS0wT3*3C|50)*C{z~iFd?g;goRQaSi>s$h;oSy#6WkU}jS0 z?##`ZuQF4aN!r*09XTAK_-mJm@nSpF5(DMI@(uR0DcfwJM^tBFK|AYu>mC@M8Vsbg zI4!beiESDE)qjCwgT^qk9}XH9G&bl~;H|)`woA5YWK;xNOqO+~e@*3#rSPQO*KeeE zor~^z9e##4Xsx5E>kf8h9^o~Xvr(M-y9Jf{GjNF8^jb~Fwa#a97;DFIm4ODTcS*P!%R{Lg;9P!zG;4-Tusol*R;}@H9Bg@U685e za2t)(uTX@=aMxb|2`I}ht;68x1L;9~!xks-Ql6n@@PoMna>4npAQ{FDzSWVZeGlnH zqPn)GF23W5_>cc3191VWvgVp^>aTnj!_}F1h~t<>>XE%*W3!5#UE!a>yPh-STt^$U zAM|$xz3p_85GJ7dnxvWxsx<{w@-QlULsdH1b4Pf{1$4<%@SD~~SNDv}+Me#-?k}z{ zt|`(asXRT0q6IVyMxh1w>worSduKSsBKE@eAYK*h<-vr<+r4(T{ifrlBVG6=^mg`j zhLK-U+uhhbj(r^$smvPoWme$?Hv;FVs;{ZH7z2$LO;=2fEK!zO)&nxYSwUPp%*@3ZfR;|`en#4oYtSzUj#+;XW{4=wDlU?aY@_}^>|$Z>naTEs_2mi zgWmPVlhcBGJ%X9E4DO~X-f(XlPg~De_c-?^&dLSXS=Tc>8DGJIvcM)Hd2JVxgpNX2 zp_9-<*e)CtDv7mFNB&XSV}2{*OED zgX#$#{swMTld2gW@KN;V%Km{mye#DE=i!WngT$8RmCDwO3RIKYWDAFqw-SW1C=wOQ z5%|L;RFQ-5i~@aP1F)DG@*H^|ue<0|1iTXUaLym&Ts6l7{0-fOvMVwjX0a;C=Oa+= zD_dEWEa_3`w#@8nJ4)?n%F}WbwbKt&^dhR2uRK3*$bNV6YKC_4I`~N^)VUwIyIO<8 z#&HH#Qt3y6F4e-1V#b%_0FU}hC*;CC?c(3wp`u?)znm8YW&|pgL$I)R=CBxY5z^^N zl|7@^nN0LB-y`uf{eiii1Nx-wrAtvgq^8Uas02>+nB1=(ny%!+oTILIG)0(5lnlFgh&WE{j1yoUx=nv{!KrxXeJCD>ImS4Gg&gQpUI^#O3P>gk;5iOC~>G*=y{9S-B0a z^^o+~ywvXX@KceT<6C52N5Z7^^#7KQr9le*fC=m`r^4>=tL=(Lp&ADWfh%puFkL>j;p(j%ZBsMcsYvzh!n0S56OwAT(YCl+%W zN~>OjrCbFGct_@69&xISRK+f|Sm?PBm z+)Wj{WjzHvPH>RRt~>aBE=qTt@03Bn$$u7qkek>vs z5gdYB2q$;)s`N-&%z61A8rCqlieKa(D_G||SkKv-RhlH-HQgJ7#^^PLn(tbESaR6P z!@6HZHN4+uu=&|ER)^)T`9Jd_(=<~jyj*n+VTM{H;zp4>*_VXYHQWhbnc2Fs%kNi! zOmDlH`>1@tWa@GfxDtqjpVAAA@{RP3XAVsw=gNWZsRGp zx?|zpe>;9Ni`dC#i4txIcZC=-G@nvW+BpYdIcSCH|%3Jm|_~Imk3-GbQishx?Cv zExU+|fN{)6^ZJ%-btPBu2D+4S_yiiGFDlIW{o!xoJ9|jw2aec~C$Kk9@i3lNW#7*X z)Q)SIkxzg$DoLoBun`8Pj=WTl+)U9fGDa?B``Z7yE8mHlP9!)9n?&Y(ms zPM^1!3NPS8>CL%#z?q258tR+xTR~sCfzt@!^jLKY{xiqt+JvVpoZ+l@Omk>vybUiS~s&Xs2KVH-;^wCY| zCEkHQ&D1W`1{!i1Mw=#@7Fw2Bs@odah6YXu%o9{Bs3E+&e~>3|Bwmy4=z(`x7h7jr z`djLmOPaq@d*&L(8p`Mk>i>eJOMuHQ=r`Z9LuMnXft|n-MLY*Rz((f7$&Q2Nit_8| zmkWkkpbz@OzUud+#lHZ{zRa_+R+@u;tDUo!7|twGQ&{Yn?I`Og>>qPK*va}BD;1h#8#K~=w#-8E;~y7%21OkEj;YDL9Ne<_71^qNgAd|89|yF{K)(uU<4KgbfhSn;NDn2s)ep_? z4bGyn_wfx?DHtDbdsvYzIDCDaydmfspYi@z)`WxY_5*1itr>vkxSS>zv+8Yp!Si@3 z+M#+ZOBRm5`WC8{@tk8b^UQiW*(#{6GnsPIPy!jL87*)`F5|ynL}~m$m4@c!CaF`4 zIHlE8@0o9Bf=n1drU%pit>R{yPB&VW?X~yOmGnUmXLW_R(wrI2Kcaw}x2!l%m@POQ zzZ}C!j&s1iEwj(IceJ;#_qBJ2FS%{sKH|{b{Hy<$tZFP9%xcPHU^Pticdm``A~dYaVS0W@GJ zxNACE$4T_YIpFbj@dTFzYuQA4ir%B~Oyf-G+&1@KvMvUZ;Z+YET?x3LymCRg5Z>fE z=<+6#n|F^L6jjM5N&*kYg^7D{GWjY8K*XXN`aV~ZUap>YtateyrBbiHnWTs_Gna%B8>@t1)CvZ}c z4y!C4zp3EGndG#tBNulDD!c=*0=e;P?&LG9#}b>V!(Tl-pe#R~O)= zuBqM&=Pq;G%&Y8PiYMRm9EMky&&j`v6{$N8(44znQ1T-xcWk>vWUW?c>x} z5;veFXv4hTl#eN>wmu57FjSl+20Dv7@6liGB%@>v*=8H$BzZr%@t4tp-siqOOV>UT zt)d1zYaqK@lGwy?p1vTNcQp>~xhAOXIq=#-;Hi^*(|D?lzH9tG!E1sE+~FI;#4!QA zU^JcYLtd$1^26xEE|OBLMdIH$lQi`Om$*?4{ry%uVFKlEO zJHVHqIyp&iwV!{Q2y#=2#E3s^K6}W=OKOgqUsXrxSeaFJFjL(o-#gP+4fJ3=HL@(9 z>vwu0SWo{ms+X#bXhphFN9-`)eM#^-P0p&HHWU40S#|_<*RCfgcRN4M*3N=6iPY}l z|NF?!X#~Hq3{E@~rJ!6ZBjiVau!m86Z~=$VhvNqetKrD-M!E_3@2a7a9st`H5tEYbEXt6ImpNGa<#`j`kFMOfBeqSzkgyT`G{BTG=9%9L4l@Udo#)lN&~MElbz>4g_Qz*aQhkp5 z><@R`R}%kDGfmH-Z|_D9MmuoQZtx^S-BaA7c&2*ex2P-ClyW;wPNOK{A1eXQeZX;q zygPvzYnt#sG>%p=UA!l5Cm*9H`n3|AFO~eu^&>VEGWPBfuLUQt>~K zt+bYE?}v80IuH9j{TZ3ak>1?s2)cN-qd56Re$-Iv ze@VHBoRd`l68zW{yh8bJtK_w?ig#qMY(b?t2sgtAcP!rzhsWbt#SCALt#rv?%;B8O zEo@rSvP*LST8yi(qXpRBGZIeilK*wsJu3+dG2o^f$vaI~HDZQd&NT7?U0xN~>zTY4 z=it;|)Au}qC)~_CQ;+TO*HKzUf$=_s$s5MKoeQ z?{(`8`wb0DQKm!YJ?7_@JC>v5r&P8TwY9a?wpndX>v*)mYsrP2V;*d7Z3;I98h;qx z>W`Dzm55I6f;K{%Lwg#WUFkndX^LxJGN1KRk5QlGd!Zy>Cv)Z(qOI-Aw!9wXI80{C z!Cv;lJV(2)JU^dc)&2vkTH;*moJc0uHu#^i;10Qj(n2p`44Fz+@v8U^OzR;U`3LAv z?z@i3*X4s~029f9n}Zgt8H~YC_BjmTT|9<@JSBTi-z%7qBXH2;(Lhxv{VWR<>o&^S z)u2G#d?x1VCtiQ*wTgePhxX~BuLr$tHJ%I?DDfn8_5X5?n&O8~BH1^Mje1qd`8mN( zhGEPf&G}Qx;7f<;TEY zzTrDnK&a>1G)F@v#jmPnlj3yzkGFdy6OcIdZ!kyixo4SVT z^*pubG#|;}I)`yr?nJ}1fi7?rh{HNM!UHh!_t@T@!O2t7C%%(Hafox@2!4Ji+U!?6 z$G>s?+vys9!?vce8TKJNX^*1gSb&bBEipPBbtPFjjvD_Uz?8V@23!F>M)g3(VWGouH-|6*utmFGDXUD9{YdsKZzJoDX?+#f+l z3*$km=qlwZDix=e6e7F7p?FF-D{O%w5z!XxC97{Wp7({)0`e65x$?40;Q;t*I6d1r zvhDi9xs+zJqL&@j4|sYO&>G?b^Ff)0yQbBW5N$?>_KnH6~;D2wBuP%b3fb`DRdy8qBg{Xg*oUihH@@Hb81@iS?$2{`vEu?pkI*J9@nV;8K3BFVYp~Ve;#CiWk|B z@W&tZjCEcoTW}zgVF_|@5QF*zYGszc zN|hU2t`eG^D(o>+!5=O%tvCH=zG7ZwSz;l%-V#QFz1}KX4qG-`Dq0F#7Mo|AZ<+3x z1c>5bV~DYYp*TEAWqk+Spz&bp>EzXR&~&Dz-h(|1Q+Fl-ekfRJ3^-aP`r{(7ZMEqg z7IN!)xI<_0-pim;O+kS=E2t`E1RN)~r-=MU#E z=V*LqG)Fk&H@KpC+RC^Kx^s~7?Zcb+RN2!As}K(IbPxtn&urHSm()Nw@`+%z!wxW)lY>8F{|1HE2PH&UhJQEBbu$Nl&d_fr3lppw6blSEH_>55M5 z3^gwgnUjN=y$(}BexXbWL-#y`St^5PcoG_pJos!+GD$Z@FMoo0M2l~*Hk!KLRQdVp z#iTi$;#vGjK37rZ>DElugQzx&s%Vs^4>^ZD=nOi*0oFl-n47(AuetM-B} z+(WN*i~XpdNYk{cgXp3fqO|Br57!pTxv2U!_y06-f(rCh@0p1b*s?N=8z+XlCYq0d z=vY>P65MA-(SmT5q&}2@bzdBT57WG}>YUgMcb7I2ofk{*%B$2fkc4R_BNI_3lD zww}V17|9&y>Wif(xbAJsO!$~g`}(-m7NM=)!yUSp9J>S(oj2l7I4fSFTMs7tZ8IoP zKio@Qg^|Jprj^q|DY2sX9H#mKd4oA!(+DEc@^5O?hs-XS`%MVK|~s((lo&*ClFK zYPW!UC!^^ULF7@@!7KQ)x8^WzgU)afAGwuk`}ZNgcQi>KGjVGtf?_`NJoM!AB-^5Zz!h z?(XghE@UI4=e_5G_o{aX?DSZA=^`M$31Bflsm-~;5X$4Js={4Zo|+H@yZ!-f@D_Hm zc4ik)G5F39@?4v;<^DLju10iQcbVQxfN3dvE56WabU<^Pi0aE99C;lx@<2NFPGo=A z2D`U&()xhmE~E#XN?$dC{g}(;)v}w6x)ZKTFzshaR(a*hVmDMM7*{>HI?PTCzan1# z$xJl}FGB#kQxCAIwgX#$zcQ=$hG)OQ8O~3~_&?NT31rtjhK~s#qpu9wu|{xe9r@fx zpaEEqCifM*XEpXq9|OZ~$(-v{*;QN6pey|MR+L&l=!UG|zy`FxpSY=$xV_o@K}RG} z50-KJ=L^`%Q(Zt+P_+*2NkM$GC)rayf{NSLoW;2si3iyp@_!MZ? zA|{aTJS)m~TL(t)4)wrUyvZwZm&P)wd)db~HoJ}|b7x)l?Zaa;%`?N(hT2;Ze`g`` z&+_nW6aufR$bQWhprVr<;~e+xDb$eu_S*Kw_QCcM_RnCzdzf{VKE>iRJ2y+~q<(ld zda}`ZzHg>41va@nr*ly2M z%PLEAGKT*ee;E@EiH0HUr;E{b*7aj|asrxXADGD;b^#QE2fD@$GmyM;4-@1VkjXo6 zq)NVfUEWJ&zt48Cm?z#;l2be$Ef~*l*@0f;IQ(H}N$U)7KEtv5gM^f>j_#=btH8Gp zW@i8EI7DvJEH-U*WrtFAsj`%dd0j%?ktV0fZ>hI$I2%vczm&{PJD%CX#=h;Tpp|D) z{62v1I+LB~Jl3xWKEyq29k0OaI?vt`X6|@)Bs@Wl-ic?>%hQ)gca|Tvur=6cxPJxz zhxBQRp5`1{jAp!4WRiaKefNE1zwZY$?8o5S+oC@{jn5;Cs@8y;Y_ofly9#);!L1^7 zD5pD$9LibTZO3>$c0UC5PD8Qfa_1p;vlITRBbspI5Q9c?_83 zXtsiGrmjfr@gD9QibCLvuLYmW(yS$HFguQN{W*@z5R^=FKqo4|I2d>bT&gGVd6URR ze?kJ#56(mi(?TN1$^>SR{-kP;V5XmoMr9ee>}-DQirTR#`9g1)AQCuRqnHu;@qSKb zGT#N3{E1f>bH*aPhM8(v-5n3rdALC%yCWj#O~OIPWIQPU@_YrcgJm|zt{a`p5>)T? z;QRA%1_J|fWcOkf@zmFXxv!2FrKHkF!N$C!?)*m;+{roJ3Zk`*inE1}1=JOVdsi~M zs&dQykFz=iPIUn4gaN3dC()fGlGyZ-eAx)@%_XiCuJ`1ImM4j0taGgMGTEUe#lqqt zVXrWheGUVJK2(zpY~9kbnRcVt!r7d=HwSrXE=eV;<=XT(hnX{bqVjISo!K5Y^l zMIeAP^)vO2jjfE=O;1cNvyPPQH}ahtok?bICdH^k`TJELE=!hCcPK?kj2MJJ9Y={ zl=`~{xT?rC;1z?|g7C$Cf_r!b+Y|%ogA%AGdEpEfku8!zpVg2)Y6hI(T5iLcoT2LY z67Q1>+XDr!mIpk|_l_yhNGCIyXD%NT`!&B-)Q)v<0jtr$HlwyYCUvka8P9KcGUIUa zc3_?lMN{~ZCwCk({Y$h~g_OKWcAF-lISFy+b01;fqIR%OvZ_kyP2I}ptVKFh*-+(>w@R)%yyuSuo?ToB4@#e z7XrUsNkZ&znD#cjuA>X-2VYl_jJSMoA$gfq3i2w<#8L$Iy9_nBB~R;G@Nuh3@ZU>6 z)f2T!e!P&k)tA+=bZckf)UhyWa%uxnQif=AqI8ip0y~}`kd(KUe52-?cOVP>IIHha zmPPZrjV`_!yy8o6P$f^WD&2>`By^HlaU}0o5FVCzX3aE3eMA4=iXFkj$RuA#UR@Fy zhSzaLzenfv&FOP~5=ny~hsUX;?x2(1kD7cCI}gU=Z+~LHW1m2BU98Yjn8NPEFKBDm zqI_83p6lL+4_nNVvO0pQoj?Z=Kt@0XLp?(&Qx(%Y^EY#2Ya446$kr>{Tbt7++Y)TM zZSSlO>l=%JuJM+6x@ozom9ZB&sErKO_4W1L*?qE>eL)|=O6v1E1T$2E@AxXd-+#c? z>w>ILqklYvf8%A=#Vj+PzSf}ro46mpqS-9WzRwzLb+00a$-#IpzS0jqBo8H%WZ=G> z_HbTp;SrOCW8~2{6IqBV9%D8e!{*@nu7<8+aw)K*!tN4q6IIacL@*`f#LagJ950g1 zB;!F$CiaMZUW~9N|&km2mE> zzG$}^rXME=iqZ+h&IQBE^~=D37ji0^ZzK6zuQ6n zk5i?TN_Cvc=>j_%p5nZc(FT;ndlk)Dp2&8s6`Y+U)XulELg^JZa9SFXS(OvEL4vD( zfpTgS=u?T+#(q z*KpX9(I_oj!0>$qwQtCM+sCgL`wi>(YWWJYZ_EY;l#^$voZM1wN_J+nG+1iOUE7o$ z=N*_mmXp&Sgx~cGd2TrzKKnAq2y{+)gkbTD;2>f5I~-&dUe~(#eU5hNMr+-Py_R3_w@;!*8>p^}P(A;~c@V)9*9AYx0C3p> zWKs9!^XTpAhsV7;^Lw=1($&IMUuq&X!k^n;94Vd^u9JM+jU?9yW~^4Y`4fe@DAbf) z6}#{xPLq05N7}l2$Zg3%ZBK4!6Hg_!kH5~ohZ~>(jN{2VLNE0IL`_2fScMyT3Mc4V zRwjK_9`q^&_|TD?lEDO=LH1S&Jop=#2^(bVk-X$VY#>#iXiQ$);32Zm+E(W#9nE`m zodm_&Brx2eKkmism`-L(EO*-x^1@XfJ6}~R&d42kI$O@$k+yZFUNEM7a9y*(tlW|5lR64l~t z{DAT3i276WO(;_r!_mvslHoWUee6{@i_dvCNZ%jqkN z2+w~Q^Y%j!f>~hyMaYR<$?iub%jmS`5+`ql#)>v&8@`o)NbWYHdHfq7qDU5T9tNm2 z{JnC3l2-ARY@*}YT9qdFNea`K1q8U!J$xX!=p0zsWb(SSs)=Coo0v;hfm{p)M~NhR z$B+GNkLCOLb&t5_vPZ6)bDXoT*jcPboruA$yOSDH7w<@EejEsY_}8w(sr!hT_WLK_5TdcHQ#au54u{l#seCIg~?w=zD-I^=KFhE*udb`K+)resk=PH--9 zj4(_njxIBdysZ_&Qg)h_!D;eEJmcK$9M1fbgQ9ZCwba#uz4Cv^t=dJs9n22u(%i?7 z+5GW8{1>Spvk_?7=c0C3wQdU6vK+SiGrHzrG-+<1U)CySn{PbRMfe>0 zaQ2@teas>ysGqwJ6MR4SWHQZXF`G{XV;Jr30E5~Mq<1M>e(Y!&7kX-YBVfl~XXnkI z$EEUxKmBL+^znv&dIJ*o*Jnd@Tn%m!)`?rRA7``$bu3rb3%=G1XoK&e5w_7U#_{=9 zg-4ai*giw=)Q6e)FD%_aX7f8dp+$LK$MOu^VX`QWMtvZAv=)$jI)*2_9DPtSuG+#V z>1Q*UxJX&t%v?Q#8+|R@;S28ka$5fM)uDfuZ!dza6ssUgm51g?^~%=F{h{!qpjvK5+>8o@#On*(v37opgS6 zE*7tdbKw_Hf(ch5ecEX+;m|rtIoh(<@CLi*dkI5?++qO~vp>Xi=XpK!Z`z6a6%O1-bOJz&2Ww^Pqd7P=S zsh6?5v56tjP)#48Z>S5=jl>ChgWBB?6eE@Ca1`%=5td{Pv!4}odjx#LIc_8s2t^cg z&{E#Thj1BsQrAj*!@Z^POPRoPUo(pzg)`hu?RzX{!j$x3XG<>eo8Tv!#1OGLo3j(d zt(+u18+DdCtFebZ$W_!8ESHnZp(JiZ?p=L21sf-E56^HQ9=>+)849Pklbps|oP~EN zxn6N*&QJ$t(XZ4)RbtG_fR+2q-nNp|nZsGbKy&KxKKRhsF6Nzkgy#Py^W+5ZOBem} zND?Ll@@eDg!6Lw#Uy;E%p6AxhbKDO+>I5}FW)g2mZsmGd9KE}Qdlk$`ZR!Y@wfut( zz%CN#%QKtIAXVrKnc}h3!aJxRYmx?=2=?etE@VI0!xy}IQ>j>|?OTacEFast=F>ku z08jV}YWD{%!E1EOckq_nr+3fbY=<&Ej6|Pyo2;q|s6OJ+nSP{43S~m>gpO_sduQU{ z>!$OJ#&U8(nVx@8E00lirqIFZDOa|dfZmSQNo0yTyns9TxDL_!z8qok8R}FC6W%Y zlwaQAX1D>Kz6Gqu+zU*H*^|3qGS$T{B+3R9XXavr|DOZeM9!-vTp3w>58 zPg$~J+sTvJVS3zkRkBMasjAe8txNmpqk_P>*5E~IO!jFpG83xNmCR>;4C0Zx|_<;q|vMM=GBh`Vkv_3JB6&U(6mcy>1$#+g=_N?NK~Cb46#Cwohtpx=7U zYldyA?H+X`m6LLa-3+5l%}n7&kHODyN&j89hZLs^+NxTWb|c@3qEwOd>Mhjn_Ec1j zdOvl&CWuBdczr>Vkw>$;^(go98=lh)d`YiSA?@*O0{iXgw!8f0)$I3(W)E8nc9bp= z&hz!e2xhqVdYtnl@ZT^o1~tl0af)*}_*Nr{z%U$W?_H0^DNSSdt82y) z1V~i{X6*p>I3GdR+XBS+3mZ*Wf`xTp?k|Db#Yg(k6F8HtoVfpi&J-sp!=*Bym5%^F zjicKZn8#!BvvGVyz}P&;)in>qt1Vj|Yq7brJ|Ate6*3*@w4&&=3X&i4 zojUr zQrwcuGQix88GfW`k#U@Hi(#(emVS@kp#R42s;x^#CuheDH^d192>D<2HX%zbgLMXn@i2ie&toEO+XdV{<6z2h;P)$=)av&nOg zeGv}cGxo}4I;NvVxhFgoUcy#eNueFao>CQybe^G={Qoe>7#;YF*k` z#CX?q+GMc&Hovr-v(y3Wt!6D?eMFyCoQb`zxsthtse-A5F|RSNL2n4voAqsV;kxy> z{N4Da$B^IefsX-xyiHoy-ZCe^K%)JFjr`_t-==*&#XQdpZh#&N&<6ADpN{DPUJSKMj?`n{{{EW zBG;ljsK^QQn!&g-Cd2PJ=&h!bGN2;wbOf4?!=O(8fvK!i?}d5qK?U%@fo#TW)fvXS z3LmApzbnvnCElIc{3>$prxk}jv@0{@`*4#hQ5k+~#uB+L77Th$>G;+{R#zJdKdE6C^BNeBOwI#bG3 z+O-9aJ_-+bF?>Ab;h{TnYs}~Sw*#(xy?&X#Eqi@Wnf^0fGv6?ew~Vyh=e#_!9I?#7 zLz02Nq_Fw3sjNvd7Bb2Po58IQ=B(7#)z_`jCbEINoHi97&t_f&;8zuI&l<46_h5ux zDzF>GUg5kyl0@=@-e2!?d&~1gHS|>Q)Mhtn9@#?n-fMikyPWgHIB^epvr^3MTEXS0 z&W5i&;9B)zP14D%Bx%c8N@_{on?o8+J*}xxSsv`#6;||Da5Hm?6 zI+ey$hA2Liy=&FzPs-4F<%Sj1Q#W*3GLF{*bWVM;uAq)=3ak8_KEEq@%}2St@1V3z zMD17)u0EN2H4m>@?7HVnrv<Ato+ZaSOMU=~RZaegCUXZ$ znw=yyrn4Kb7rT7icz2WBTk+)o?7f)VGc4bI#cgOHsPUiXlhu@hSg!L`%|Fx)mqwqC(n09W!zZ~c9 zyA8)`Bn@B~^Yd5#PO1UuO1`KXpy@qMeX7Wueng$B4x^5&(;TF46E#^ReEmd~e-M{@ zESV4*kl-6Agm-3VeI8*pIY8yvhRSaSXSX&O*ISetV>qMcfCSEBER1wfoNsAhqYK!n zk--dRBJnJp{&oY~!Wx2SdStEpt?QTT4;jl9q{h;G=LY9DQDlB?D;|J@E-d5~PQ$M+ zcgzCQ+U2M!loU*&ER=SJ;3F9XefZ7wFSl7+X4!H)8O4?4J37D)JjcUyGj#n8;|)cq z5p&E-%`+|YEIF)JYb`X5e%8O1(Uv}z-R3ps6Q<3k1IE?tQ(R)$s$Z?Y#GY&`-u4CB znRKp2w6DOA*Ma#p2W9`DzJ>d&j(Q_X?K@x~8GLPKxTvxqN)37E+j8T!#EV)9R@x`4 z-B;0SY$EG(CwavZ8&%ebYv~wglYX?Fnd*a>-&xAp1>SHCJ8$2y)2JD{Sw2eNrGq3* zZ)FZn6GFQ)Sp_kc0%iN~WS zNhQ@_G#$wb7UfWQ}_@HALl^#L0Qiw!}i<)2+SjVb$lt zpC^ODeTNk(L3h>*)!DLatl68+XnH0l%a$92W=)R5k*3f(|8_9b+HTbmC8a2rH61eaDNnV$ z_!DoUkw3c>?|u`qQ2H{tOaonxXDVL{f3l7>2M*I!$FT&AhNO!Bja5DM&8eZ`~QgaYJ=ebyE*>e{&&AdCOQT zNMFk+i^puVM4SI-o@I(Rtv2pp203OpsK24VuS?ejkQ~sO+{Z(7pd~=Ic7ykoBa3D$ zeXbAOuqpoV>GaWu(TDxSiBOY!d@Y$fiifuW*-}HqSwlRX;ZL5B`>8r>A&TfX>ZVnwZwz_32gN+zvCtfsY=ZE&(WN( zrn|2|?>mvsd@#H-MrLx*7NC}LGlwjvE=9w*)B_Qy4kDW`>pC-IO?2*4*fEkwj!+7C zRycUpJMy$%Gl%4Xb)V^;?)FF38OM%lt2e;A47@T3Y;P^+PMKxq@OnaCy^fBq5ItRC zK61gS=jIhg?-$DiwE%wLAZ+1f_NAQ9R#44`Cmq3jJ`x4Qira!{C>u4?4rt-UjCJ3ALdzlSX&+k?qiI<=52K+(R=zg&I+n zDPNCT-a)Rsoh>E~(BX8FS#F~BQqt%Dhw7y?{aq$C=_=S-0=}IwoXtp;9*zEf6kCz- z2T6QCJku%`=8)h3G8NV7c zOj)LzXyONRA|A2N$BCNpG5^#D58@v44)a0N9@9d0!*?{aMe|!xUqct68-`vhg&de} zbX9&Di)If=bWOlJ?sA{h;&%EMy!1WQxFoM3C~ptJ2LB)nDi1wg1$GmZ^wjj|a9zA6 zeet}MD&2IxaprWEa2~}gvs2uH3Nr;Cdks_q=bhczgY%d?u6oQXd&x=&m2GHhx60$d zh?;6Fv>a(-$ zR2X`#WO$7l-u_@(dhZsrnwvaVdA&xNrY8j=oXM-1w>NceJU?#WT)adt9I5QaV$Sf8 z4io`0Q<>Z&57>f&X2pWGmGb3hGRenR)0}#ez;{moo35I@x4J!ORt&Xd0$kc%X0A>o zvzkz{KW08(maUh!G4=L^6`V^N$sDw}Q_-T#gSps^Lg;-!2w67aOvt6Uy??{u{fojq zf+^sO${O$=sfj1(pzf2JD8W6JVM-Rh-*09X{q5FD0`s20d~Fn&42_vohqXH0IA9&4j*(&hI6kmk7gY zhh0qJIa0ikm6=Gcpn8m=iYZQ(N~Aq4LO*dEeRn3vrIt;v2HfBNo^R|M{3_e&WWDH7 zLL{S9&sobkn>>W??6a9HOoxfCD&(hkuS9;rcwwfH#@@6E^ed&E)txfC)PGBAoQV0z z2aG|lb<(4-U|v|W=lD{uqE|S^xmm8;s%vcMY&eN8_ZdFk&E`X9vn98sgr%J2kJ(O= z_EdAK>6yt)mQYD!C1W{5bweqAq`s`Knyw-I$OIBF?xIAf&+9ffL?@=KM_`O$B#{iI zPhN?0V}I73tgFnO=^!|T=-m5wqRFOP>;4SdlN08ksjI3hP8u)$Wk*3A87MvZ{D+e5 zlE8l97wq}6vQ`{m! zD`*JyG8wI$+3WNCkMnYbnMvhyvP-xn-;qPquM#8~C4t!%^IHQxl?E=A!{6su)L(;c z%HgN=e+?gU2etA|=7JQGz~91${N&%9FtmRDPyNjPPMDF3AfwYk!IXV=wa{P91L@tX zx=eEBDbnF*GVPX9-R3NfLD^LW+$sn2Ms85XNM_((uqsR8e3O~KQqd58hg+BUCoLRa zVU_IP0$pw#J=hC$>=8`W>)|uBU;?9Hjvp{rL1Qve#~) zu%E`Ss=-T7Mzo?xNel32TK&SLeiEKwI2*DpaQ3UIA$q2dfoQbPps({o$yA&7W(4^G z|8f@|0`)lOPH|sG=X25ZfIP#S(nT^39*b!t&=nB72or@*4nHytPqQ0wyJLsr6fSnj z(T$v6MgMmT9P0(ChLNsl*Jm;XNbKLKsp zv-FM~qh8S6!E7Q3<>VJ)H$fZHV0Jr$Q8+GUe_9S#VRoS(hg0vwSnQ7z@t}Jkc&U!; z_2p#a`{S>OW-^$=t-h3dc{1EWYo=(u&w~$R1N~f8?`M?rJ3Z^!;yIW5eZMChZ*M9U zWG&j!Xy*6t=u_(8iEV`YU5$%<6WnTL-kCJ!k6Wk<--1o&q8DmKXVwL7q##rOO8gut zUW3o;iC}IV<+%=ywT5x}0O;BI(@@5IFC6N2|Kh+0|z-(eG2j};`B z{_!;eIi7%bY8v^-v0w%vcy4a+XU`!er89R~G#t)IG>+T(^=a@*)u?G(P-=zJgL5x01v^PwSWO_p^h+#^-^ z`~H9d?4q|G1GcQ}rXCGXxsA&8iMui%2tj3VtD@{yaKM;c!jrWXJZ%Rj>=E9q;v})m z2gOP>+Tg)3?vuzeTmxryiyOq4<={qX?3+z3PDC-i1ugY-ylib; z16^g=w^x+8qQ3Z#7>B1K0Cw#lNm@(TbFP0rehoI4_kH2az8m-SHVD!=iP-~Sel!m;XP$OG`{q3e({fg$t z#un~U;FA$NUv+slTCtCyFPVgM;Rg1>V|*mfIMNmFIwb9d35gfiv4L_ zq<(Ct-z+_4=UaI;q_1O7VqTQ9d*$yxhXg>3*ZQi-X`1 zkMj&RMKSz_3bc$Fxd)wBW4OagD1LJ>hot*7SzDvtk@hjcxS(m)T?Wmc3*@*j)7$4*ey+ z<_S~CC+dz3)m<0Z@AFip^5DJ7*7ir70T-SjJ=tAmc(5Rz?xG-Pb@5#FqPk2(!#ITs z(i`--D*8u7EA{}rCtgS&7{%)iYJk?vueW|}Mi;D0)gRRlG1fFbHmx?L zoA;XIE&sEewj_e|_O)CmEB>YFu_?uP+xWn6+3-{UlnErSew8j>mqS-fmqgxib!~g? zc`)88=x?^bovLx^^aa8GkG$_7++zKyAScj7$RysBLkH3VKD!%pbPx369oYTU1aDCT z^5diFmlilTI=_;KG@JaBo}B+FVmp+-o5eQHV$MI*&&|?IsWE5hu`9*Z2H)ZZ&PJHK zD0w?8-4#6rVSBF7S55R*Lo0m^#Zn!&XHl9K7o@s z)Vt98-lOKsuOu<3w&xDYt24L^AG&jStn6+ZLe+XfEosT$dWyd@FUjzOsR+9{1CN+# zlss+82ekq2>_;Y!lWO%1{_zcY!mp?!pYYI2{Fj29=V(5Mjhxb-oYg2)XNSOmOM$s1 z)L0HS#Kk;+ z2#mNH=O%?ettYob4(4<48$KC@zP$%nH*%r|fDC$V@ZTdBZh}(VHwM zy=xYFFJ(3@fZFQ-U^?}9Ndg0mWCH(0k+KFRC21oxOchW~XnX;_2ka+a;oi)?r|z-| zKhZVkC1;#CR~&^yWH}v{)BYXCaD#n2KK2jxclM6#?QxQ|bx}AhoDg@2X=FacxazyK zBv}3NJoEVT{V(R9%fB+UD=&FRH_61Rt&h=Vjmq;6;~P83(~Gvf&KQ9#!xN) zC)L1<7zJiMLRv;DM5X-P=T+#TrgBUFfh(U3Gw7w4kLBr@z>V60{!rxp zn!q+PJNVT+IKsMgSot}3S~l%|LjiIaC2>a(;J0M?v}X#x>B&IlGZhzlMJ7j`=cC&L zqp2{4`EgNIXBO$>nU4bNJ-ZG&vh)2t+Y&~ijdY+!?u|0>BsoM9pG{@FAj3#lJBXS$ z1J0umJVZF2@`9L@KQk4r}ZG0#u*j(@T(*5`~hq zJt%E7-BTB4kO52~qnYG~q3URZXCXg(abA%#wvLL~6%}(uCgHsPdhjc)e*r#}zd0ZO zRsdEqk_lxzRpqn4f(2KC#Y?AynooBmqF$+t=DsHLM^Um+{9rzQfMcbpf1!-e;ADOV z;k-^2na`H1QtFc=J=7*y@(!552zv5RYSL#Eaof=Gb;5~|#RmEW+&wj!{9ck9Fad44 z7Vc^SH_LzY#dp|;xyQZUJy`B2hp}lgkU;gKPJ^?b*gyv?p7A0=aELl1?(p{&GF`@hrk~cpFqu1V=N{2dQx6Zac#vkG`2V1_G+@^EP>njY~43qTp$p@OPTdCcIUgs&SPZiAxywJnI zD(ZuU6rsQLpkp{sEsx=KnmYd1U#+sDZYqdQpd>eNIWlQ0c&oFcgBu?V%O>ZLEo{{+ zk3(#xbAmGm-ote9F-*^EG0bUY17r_p8oSxMN&kT2y_dFuVT~ijtp~YD&3V#_bH-As z0`2J0*OIevl0ND>cde42{vDi2dFDQI7avCH6hqJQhFq$C;IKJC2W))w1JyE;8kY*k z@Gl;|f+Whd<4&$Xt-S-=&WA8GO*K$@I5$4fFNG@%!(#7Rqm%Pq^-(}T>!1bke1 zJeA?mRh)|=FzS=27ir8mwZY2zfS~oFBTyXHov3h2*;eKC&I6gM&S`x{c1v}7wj zT2O=a^bw)_4c9r@O4{#y&iFc5^&?=xXGm_`%c+ki?QSYqXFR{+IlNg>(*j+CW3nG+x^(8ujS6QL!SXgMrNB@p7Lc+@8|BUs3Ynnib=g6+>7wK^~I?{x=udbMDn{ zQc$kQtsq6|2Pp#mVHV#*D589qb@;yFaDA~^EXdDC&RO`r%jajFV>eoWQR_qyVoH}^Y}$_O>%nbrPO2Tf$7#I z&1ACuRniypHpg1}R0Z=so$s5_)Yq)C1$NOF7{iTz_ZvQ?%~svF{`U{Rik!@Wn|7y$ zT1UIp7=Jy5)@g;)`+Z)jUb1`-tG4=4@y8$l^R3RuIbvA=Ob&(qGe6_%$pqF>{=i>I3(dphMt@mqQ!gOxfl%JB^1(H{;R&#$N z)AWA3vmx&IG(AZec9pMJPr(WPkO#Vy2XZpps;`>udiBi3G>>O_QZ(_O^S89NE8f)) z9i(k2v-OL1^=V)Bv1*u*1paG#7#ip`fXcfx#x`^`BkUzA}M z;;zC2k{GKin}i^LOUo z748+D8+j`-nU}Bf560V_z zu!onV8$6qMDzQ*bMM1oX0&zCw)f@=ifmo;b&GAp;tK(%8b#y6@Qf#cCDkwu;GK`D0 z9HrCusp;tt(+|^FHIZ+%3A)n&THDQC+?De73M(m(262OqWVrQw7C+)LcSuk93un5= za{RXztl$x+`eAiWe|Ps!aH=y@P&J(5G48%)d{Seb*@N{9lib5!+D}P3_aJW}Pbc!B z9akL_a(~H~l6B_Gbx7Z(8*1p*ZiOv;(N4+6vlY#z`Cd4y1Ce(>UQz}+-p8dOx)l-E07m-67pN0FLyjYa>V@+obUDRxdl4win#ClIeOn$Pw$f3P%J&TG^b|n zv7FQGi+|~Pmq|h&CNI7*6!%}aSupi)B8B9AI@FHT96`E#b35ZYGj=;;YX+GvHwy~3 zHM@xn;4XZtw@B=+iA7n2K{*LyE0Yz^Jcj6i} zn^%DI$lxm6?v{81XZ^5lw>NHNI6u-duX!1Y-CJolMoQNj#0h>ejmc&!HkjG@3qN}> zyS1%c>I-!@b=7NUo0AhMtx@_1O~9KH8E)23WYL(d(&tTvUG-0oaDQ}3H|P1d0A5u` z&PxqwR&_q)b75Ln(#Ca{KsQ?dJ~zEAy*0fDmQ{@s)(&0sd|i8da7S7$B!S8^im*It2_rxk;-Sa+>wcTlKZ4r4&Y6H!#$H!6FtD| z^Bex-61PwfCt*)otQ*wRS9q^m@KxQ9kzAo4uR~ikUb@QnoVh1*&N40ZEI!nX+{Jd& zTt1P7_U)HClJD%V)i~yH?wNC>`_6FVWlDK?h}xyd{FDiv%6h6NXfxl}o6S@i+=l5b zLtnBxnMf8U$|mnjJV;e>Mj|cCVMly1B&R#y`nuRTu}ofyE9A}1;tIK~=((aPMb{Ny zQ{3I`+&6g=4MT^x+$_SGAH~@xL2r6sA_&VzsQuyGPyaqgH=(r z-JLl;-!aI>O6ht%y)zqS`bD9L*XVVh$#|E>q(a7HFri8ipm$Art;FNhMm^NrSsS7^ z-ef-Gg7`Fi`Uj_Ykg_q^-m%kkCEa5`*&`Rn&xwzY52aCD6EDNtKG1!VzBVn2Ia56~RxQ|0rr9z5%mio4Lbg&q8Xu6OTJH^NMGk3`6rc|{v9V$S$FbO`Y~GGf8{8tGOEBD96wge@5-H44O6-=HJ#W66eJK)SpjOCqC+X9q2|3J|6KgPJi+#KL0e` z(rkTHKfO$6c?j2;5mDV*TMb9O(ApaaH<`hIyOy&&m_yw;x0z`p&zoNP4JY*`db$xD zK7Zlws^v7scHc~mHA^Q_n?L-YjPexrr^5%XvR@{^f0LO*xX7E>9p$X-|D?mM;)3r4 zv3V(PRNmuxx6`ox$3u0uETU~RS$9xMmdPnGU11YG@EP|-9T}zXL#CQgNp80v-{t*X z#}!!v`uUg@^u&nj2WTaA@Hxg(GQC{^lE* zAKwrkEAy`Np5>9{ zk)rUw;hJVHbdlvSBmdF-!+A^O!I#Th%#YlZp80n^{sj=k7bp;d{K`q(GWXzp!VvEV zoM*FObn~4=bKw$mc;!CCaBq}>u+Ln_n0%kKyn~EnEI=b*z8&M=NVy)zM>qkSz9F_E z)*ybSX`3&`t0t-@UZBFNAcbm%EVuJg?bTZQQf>7hUps>v(;+@d|Ng1T0zc^qj$sf( zw6e8fT1}nF*ZR2HI&X-nt89H1NQpbAG+uJ2-`grtv6mHD$cOldtglTthrdoa_uf~b z_fZGuXS{38cE*2%Rbgw?W2QRWF|}!f7O2>2>et^&H-+=2_3KAu$z`N-IF1{*Pi~Xk zFdi2D2_Aia`gR=qS7spG1kXDN&7ELZp6SkdhIaQe`CT8;?mn%Wx&ew)0cRQXK)=yL z@1rXF4=0kOR{WRe{&%XFpJ>Mpo=lvqh39`xw$XX`=O5{O20Mojz-4N}aBG?+5~KMG zFw`M#o@*tWokh`J4DDKs<7lr^TPL%!VMbl=&nr%d7Er!RCGU;WiDc=E7G!jU>K)@7 zc?kOTvy74}=-lVfrPk-#-AGeEn5Xazb;XO;#*VyH-j=+hW?IjXcTzs@E{R%O?7#N> zgokJw=j)7y(IfuP+Nes2^%GsoB-LI^ICVTT4HfuQ_R769#o07)BmA5j=&z4BTNCQy ze4dF0>5&{ZJLsmbmk0DI4D<{&R`+*jMzf^<)+Pz=OLTD|kt9V^cNv6fcRb zjV+2Vj|VezKec|=rPie4c=Y?6IMr$OPSY1$gsJJC*DJ4AsCTGbq)en;v~4uMAY5=$ z!L0=s6tpNe80}>z)W^@a>htTOLo}spO^rWhptT_qm#e@;P_SFV6d#ZiRl%zfaY6L6&`c&l7gU z4D0(vAA@;PE|YtHSPIK)W^nb=hc|&uSJl@?F`ZE;^_lvl7Vey(c;9a@H_g?D8z@e0 zryn^;RoItSF~~Y>s2&=N+uovAUO&Oh;8Z&8J; zhha^pB);CPmp|!7hf~FznYn}lzdaw@MsDgF0W0MOZ>?`{q#lWKsU1uFnfN`vIljwY z*j>D#_+ZhG`1E5~!t)D1{_pkw9x+{Hrb#1p3u_iu)XCpS9sfye5#7n9iM3W&_jK>{ z$&xaq%Vik6=nj2SZ!|z&USqQqJ~hX1NBGC>>y$^(XFcki z52iW)PbyFod`Jas{9b?WO|@}*9m-L6)-;~Rmb8#r^j5#0O5@#|&N54{C7kyK^;Ka> zw*I^~Zhy62zoySQk`v_z9>%)5@8Qt+m9ldW=)X@$fZuDyue4_-z|wBEXX?txI|JfX zg}%2TB=V+Hp033Zw>X-yy;Qsp^b1w=)T1#T+nw`gsI!{Fhpy6J*EF{vm`U|I-+FU; zl5hCHJ8*w&rkZc>v+d^MpXzxKLh!gbMk`c%wK(49!Sb5%Gw!zUo|fp)fV+ANbzwgk zO%hi)Ja%L(DdfGt)2CwPUu=a*Es#hLU-C1^tNBgR@g?5eptrJ(jz#}~mKR;g**|Ll!I?M|*9)ia_p<=!Zrqc+@lcuLSmN-UXRW0!fX0T_xiwRVn z;!nj#>NQr$XDFAr$FnxEPIg=qxzMYU{o%p&rDPwK|2^N&)dK%9k0RqoHOlu+=8rHT zPjTV3=eaFUoAtf(e^SY4-A+TgkDaQY7a``uq{+|VRXUy?MCV%yReI9*wFggKg%7GO zw&PrQ;(6BYrTB;-3$GjhU>iF4{F5b+;z~GHii~Q9B*6KR%Z~I*4wiE_7_K zj$|QE$kTqBhxIs*>K`Xj11z=6^GqTgY4uj&RQZmUahj=fU7YUWQ}xcW>>4yt!+61$ z=d8~;fP*N`iA(A~3~yQj8@daobWDHUUuN!akgHDeW4Gh}`Z=2`@O^KG=&s}$`#GaF zAJ#m`Zjdn>q1O5kn$!^AH3|yzE>2~&nkvBZ56aKZJC*ob=hR%bUonDD@`If2d6zP) zm-&b-?5DQys{XVt6Llcd+#{nrH`^s=`M!%Oy#CBOEPZhgR{2LL+gyssmRaMZMa+jy z%!ifCf$e-wL3A{opxwDK{cdWZbj!?CGg&z|CE6!i(R^P*gVn6~%HrWg!yvrbML!nq zl==P-ZAn82@0goy`t@-XVECW8JQM|hYyA?51$(zEc<6w{`>j$ zRa%SvyW8?^)PdyCylO*{7|= z&($^GrN2$@g3%QwW6}sOOwKh=r-Lcw7tr!viTCee2I}L95mK#ZsnswP%@lG-#SY&@o}2!)7{h&$man!@>hC>72f}yiJuac6BQE=#UGCE z#%Xkc=WHzA=!Uqscy7^bvp3E!`prC=?+dpUR+1n0S<&*M4~iETAIGIVkhni_TB=NH zE6w+twBEyHUEJywxtyb{d|o8)M_!P7!*_&N$QRu#XLL-#!v#O{+J0TIs^Ip5ZUwJK zXGCY(8~wt4!u3M+L#e!s{A^h!H&O5I@+!>XP@4h|d6HwTr_Q4sb=q{U;vjde9VO2! z_+U~l`ThFb1Nz;&>0WnW7%uS)#G_3}PfSlqJ)e4!{_=fZ)PE`Q2U3z;=4tI5cn+Rh z96u57N1M6B6U-Z!kQ|@fA^YHBxgoRp2+vnl&JMr%0)mInm=>LN> z?eZMbeVh)rx?T-+FXZcPTJ|eW^(e`bSJY)U>1fJ({=s?#yWu2F*156(JJ>ak>yB3Y z{;Hc6GRc$ces}^CcfvksCl_IuKKu!Zsr{)++Ng5QlXes259jI213hs@Mwb5k5O!p_ ze>FyJccc5QHWsD|p67B^-#8t6HW%ddjQY;}&z$+^t52RZqvA_-?Qwnic`BI!_=m6b z#TU5)UgGlGo%0J7$ls^3MEmFzw(AjE*aNHe7>{`R=m*BCceYYR1$vShIK4pAK3pCB zALU5D++L8c4dzAX8iD8vbk+&x%tHl-Z{;t=r%h55S`z zQAOoYAAPJ7A16m<48(b6=5rXB#rT{bq0GA_V|^!mXdV=_H!WCB=F7Zb)#;XJz<0{w zpGK;Jf25&^l;oDwfSgCH_g~GZnH`@O9~v7Gd$jnm;ss{@RmKmlRbMUid{_8w;f35F zKj_+nT=+w=Uos`{<-8NQart8pm^hS|yBU(b(Q}Z_ zrY!ETM($a;shrH**X*Jk2v#dN;KRDF1$v!>&gMqgh5jmuY0lnPU^t`Xf8EHRa*nL4 zs=AMx;@#q#V%uUb@`k<5`*ApSLjTbLe)W!B6puI7!4J~Ef8b6Dbn^F@9e9YNaHw>) zJUQ^s(Xxk2PSbrq3?o{nddi^(X{54gs$Z{LTEaiROy@m9-PIlD`T*VJDjoQZJV{!T z($Cb~|HEG|gd?p`ZA`$Z*ONK1)cU*)&t8RAFvHdkmfPZE8jZ{49?YYU zJ*NK)>YNH#>|=Psk5x%MIG+l+pdPn_9C>*3>5^BQTY)Fxb-O6Oev}@tFQXC#R%=-C zcs$5Hw^A>dZ-W1DF2(IFe6`2vs~)0v-Jr`aGRY^?MA#y;oPOfJej9q+S8`BUb=Pco zKrOnfS#-KJbUTwQvtLVyv*1|36wX zR(a_-|ER30$7{r2QXDEX7o&o#NVRV z$cJlLaDBl~(LbZ7MQcS1BDEt&Ls{V;?TM{53a8k)uwseDkU^_ecT(;;aeolOo z2$>BsAl^4#E}j`bW;%2>#c~_!#E+c=m(ne+O)N`vph4LxbF!W3BP&%^7pBjHm(EC+ zgY^xAL~SeirlbmHqM2If5_=)(+<(p9yMStUwe@)~{Pz;b>m``EL3p`8t>1^}qoRBw zGj!}B{6WxX^tArl!IkRLA!hl#J$jmN_0j9pzAL%J7r?g$L#}FILKf*2Tbli`Lw3(t z``~ukVf@K~32}MOYPXRUSiA1)tLx64;-6e*MX2s;=*?>R^u6 zd1|Tk9OLcrc1z5dEK3{LS(d_!-mM+*)w3mx^mVR1ry?HfX(?xMrF6GS`06_`i!15n z+sO*5Al0m*+N!x8U?f%J26sqJ@9b1H!s-6@TpdVb_4Irh!25F(Qk!Ek-xuMDuhyR~ zQ>C=Z`5l%y+Y_ir>gZ0tgf3qPS>9}Jb4Sv;Ig?BneZ6O8YS*otPoC`zoQ-j^(11S_9!#7QlIkphuzYcEub9@Vqd8gcl zJ*NMqiY}3}wyf|g(?A!QC6Hr&(+5RUBp$rOz5Ro~8z;=FDy9DhJZ& z?`2mdadg*}*0<)Lryq}STa2M(I?4;u!o-Y$s-8z_pt`Dcs%Csd6W7ve-KbaSOmq7; zO!yUZYrE;vYnzIDT;H(@t`cakZo`aUh&Qi+CvSo+91c_4mp+#6<(}GI^0&N|yG$!w zD`UREj=Uaz^_V^Jo}IEs&t3VHV(~8NT|;~qkEyzPSr3=F!6NwGzbF8{QE6?W6$?0# zruvkHYJm%Bq&~r~HGsrU!rg7~{H~|iowf56hP6@6^aWc`b0=>b=p&0n_zc2Sl_uA_Q(hRO3gop-tEjC7?`rBu|EuYcm{_>U$r z{UWWlGM?k5qK~ByJ}m2bP|-7{ApAvD@-WxLg|Wu6aLzN!tVd#ha%XaZI^zwA7)#X& zf59rEG@BLkbMp^{c7}#T`a~8)Uy43jaA(2xf;9!-6nx1O)u-Td`B*m(M#rl$prY?p%Ovd(A#0qYRuao-q2IO{j{A<6?PL#%P zP280DGO;Lem8_$c_QKV&fxduQG@%K2Jv~*GzaJl1mjk>T=6W>c^GtRAhbpQsO!8R9 zUHFzi8DJ{l*(IOiAxG$W`t$ltbk_gr-`-7;l7wE3)FuC@N=lVhlOtM#=RD)&V(9Mk zaHglAV`KDhPwGe>z;|5hhRS#6tn$?cyMHdiR^^n$bsc~4o$pJZZg%yhI-ENtZ$0N; zTj35nO!ZO~i`X7c|AfBg6FBo<>bOd7f$QK^{Zv_F?2#ATDl^m(Q}OmgonbetgU_Nm z*h??`whHb+Jym;N!nStkeZHFow314&()<0JzwGM)`uP$V@5}OuuFzrs>OCJNrJ)?| zdK}JnxAj_)g0z8mvZlJ{C{$~j9x_Oh8%^i*m%gC89`#?zD2rgk^Yr?w?Kx77%wSgS z3pBM!UiG2g=ZHJx4XghgJ@`Yg-6v!{-M|a-TTV`HH?F8%*+-m=L$j~O{Z+_529^5E zE_l%WQH3{aC4^{*)VXdHE{}1SY|gxdhIOW0vX4eAllS8YPs%%dSncQ(f3`Eb`r9ir zeo<*%WKP@NC%bz`hRRZWJ^hhP3rkA~efFuNrzF|H=HX^R{#A zo|pHG*QTu3d^IfbdHBUWkc|2;?ypUEyp|H}6(`oubk~8``4)KsFXIn>R!5dq=m**C zEhv+&N!3cVGD)K=)aoVtMl_z{bXh7P?~~YGa}t95k_GloWtpQRs7rQmN?nRGeak$K zntJucFzn81rXs8J8C6xhBu}>JEz}odPw8!!IIX{jH|^s%`kPkdA0J00E~fPjwP9Gn z+@B+AoTsIMoTHAP$%nlY|NI>-&NGzWQ69(<)?SgyKgbtu?ItRE1%aK?UI`HyrbU%5fn>r1xDX9>9N#^xH1r8z!? zE$QOSUB~O!1adV?Z++bDaUm7;E!OF+J}&p`nC!JVoJ#FgPoTX*PX z`~Lsjx9;}KmFkNuj;W=3)cfq4N>qm%X|#e`{|5C-c^;^(JW(U`>lGnbZ`e82Wi366 z)%nl6(w&Abm3`a=u>Vtn8-d9)?+-jT_h<+Zt;UYZ!aC_yb9UJ&J2U zvFa3GT6|k^Z&N>46yFr<5UXrHRiM?nndfLZUD6%2ZkNCf>-&n0)qmGGHLlG+C;#kl zN$88n8b35hLePybZIjzjlg8K?)MaM>`M@B{-33m^-;T$|WzaT%F zSK<|@kb4_X*tc%i5pKy&aP3xfX-y#8Rs45fR&MrGEYDe9!|9xw8JTr5d#DlS;$D7I z$N$GcnjudxH(fbhPHJsKb7ls}FWLpC8W|sp`RIiI=pKI_cXLD?bys3&;z%MyvHJ=) z{h6|ICZ$er9CcH(e5&_|nizU#NpoHA6sp8sYN~3S=&h{3TQKOYp+#qv{-UCJ+MhSo zCxkgavV8}QocR;^naXhh25ez-XwV`vsgl-bMT+vAjEe5`f34dU61>LS4?VH8EiohK z%ZWS9{@$mqUTN+F(=VEVuTxIHQjw}H_eN%t9I z(uQ)$`q`D!C2KF%ajd2g31*qR3m2H^_UK8!QWH1+Gfw9jw^#$5{SUOiPjeu4P+zq0 zz2D)STd1!&$IrXe-hV)qc8Mx1&EvJgYd=WWTam6L$OvhKseRoIl9l^Q&h4CRZ|Wmg z>pebp>fi6wFE-7#hkpAb>fER)1e5gbSF6+NV9zg zU%@n>J0bs1z^8w*2d_5`=+n${c1kBz;7~f_C-m<9_3)Rv4|maD^`tskda9rO7lsu% zS%qJt8Z4$d_f5@ISu;bJC-;7xa`^wWiEb3 zxAbrPVEig)bCA2gfGhe(uW^vAITrHTm;=8C$ME@iXXl+4subE5UKP%Y{vCNO`gC-m z+^ZX+^`o;RVT-fi+k2}M(ZjI%1xpL(TbO0O^vp>?``x}zDGosx~r`E8i! zD!2V9Ki3f{!fzEXDxS{?Qe1q7E@Wox9Qh^7Y2KSBu98nU&m_RSWPcf9eu_E)SIM37 zMSnwr7dcr^o}eY^4C4)w zuGV2zQbR_W8J|?a^vztG@fBYFavr2D zKJ#n3qD3c5O>`gaZmlG1{Sy^ed(&?IG#l|z99NWzeU2o>OK2z-Mw$RR4cK0KxW@~gk<9=jWhf3>ud%KFm%?zs7sV0TcloWa|>1H$>Sl`@Y8V7}M? zO*-P?(pBnaeoWOL+$Uw++vO=A%G0A)@_L?=YHClkOtXx5!Y|0~*5w796BjKxc0)naGM;=K?j-H-opdun591n%}W3~+B<)==pZqv>wC zs;Q2K_JuBsoFAzdJtw*$x+z+vpl(4eGjk5|NDYV%R9`KOtO_p*zY}^X^i2N1{C*h0 z{(kD2dahC$vzI7pZk4KciJqgXlP77$(YN^XsdjyHJANCSqO<#cx!1gaD&l%7qPx|N z12NkDI3#-0w)Zh@W@O?;d01QHmvYtalbN_7_AT^bcdT5zymW?M5Qf$9tN5orHq-QC zdV*CZm3Ox8_N%N0rkmj#7UMvwsYdVDb$c70_>x{ud;!s@Hy4hc>4X1+;cHENe8F?o8}MxL4Oj$?4Jo|K9|bt zV!Ft-)Gqhi!!PM4mfO4A_|kt-|9!6qT5kugfuDU3Mf;EUq^|F=AIHdID>uwp^8mc# zFK&=WGH=SPC>!Tfe!FX|y}4W!Tjhgnz-hdKf4IZ{Ki`d?Pm6UNKJ*7)_eMC^TdMwk z)@L2(`kxXRK2UAFWQ9(X2mdDR`%>$5xA(C!9Jrq|eY=0t&3nGzOwfn$=zmd{G~r3S zRZd4I={|u+?sTf%LwcPR5_l(L$hy-S)pBC)&)(*SdL0k*fQf}y%W^zJj{6C>$`6#h zi}mI+sjnuh$frPi0~PNih;koa`LwLjPO7hDy8o@0&2zif!^-y1KfaZICtYX`WN;EK zNWPs+n`(JO;(D2ilj*O1QghXd%`2Xw(yCVcudM3d?UXXbnUW43FTOH%U91td?SJOV zz6?t(HNEUf>!$|Q#P|BkYw0E>~G#x48 z9K4nGYJ#lMw?ZH0f5LmdRdz{UUhCYuXwVM8cVCb`++ELJ7sqr!pFV{fp<4DdKWh;j zqKib3)wHlzJAXGqUOH01uCoq;teYEXl6uIp>y^6KOza1fllW+N>96jfzbY^B>nQf) zUw)9&;u*Z?ja6QwO<+6_ABO)dYYyXwGDo}7@aC9D^I>{=x)WXOL9E9>HP!*{*-r4G z`E(q+oU(`2>)Yip%%;ugt~ai5a-T|RIaSF_1!@GZ5?#CWx5BAd&N_^Kg(0Ux<9t7 zc(=mZzPGRc@Fx*}qcbP<()49IvCr(SOYNBjypItnXt&X_Oo#BU^tAqs>F zoPL$vB$ahT6`ZJ1EPoWkTwSAnz0T!1{*{z_dYqG~de+~WbJZvjDd}w?Cw=Li?&Xu} zg#qbG5!BiL{?E?2RN_pbe3P;8ts?)b8@}!v49EbCV;j!K+cB80QWeKcMeHtFaf$A| zoX+K5RnWJvm=5aeKd2uE!Ltsl;+mh@Ee}g@?{2SD&;8QGo&iv-bFGp?Fr7tGPe#hm zy52qu(IjnxDZgN648(@qfvfKZziKP*yhc`id0oGF7j8FqcoA*bF&KC4lQ+XCraEgj z^EDKwa%mE)!?DgZPrZENWUPGr?AS%I!TeFI`9)uv0sVf_94YUMivBIyTXa)#OS#U! znho+*tO7mkTp2n;X)gkdW(Fj1F;(QUob5Sp$XDnY8WH+CoE2%N7jIh741d0>plX>K zWs(IY1!D@HE?5^`56k)`@~v#2)uBzaC7bhq$vdJir(w>W4b{Dzli)A~?;?8kCnycB z&56m797AD~%qo}Nk23Rz%)j+}?K5AbaNDcDtpUfsN?p+kZhfVFahWMhZOkSctzy~> zryIuM(jtCQypepL=4Le9i%WkmK2=h8B0foXUPqeT*5vZ!(`GkaEa!H;nz3<7Dm_F> z`ituFS?;D+AXhW=!n2$OZ}{&FUHb@mxvl7HWAY6br)T5srdXNF)8|^7JIvzzR2Bac z6-ry&<$GAS<#?&FYMuJ}<+b*~!)lqfI)j#agX{4QmvdKT>+R<0`RhyneG6(_OONv< z|V=%#C(Yfkc*XVQ6nd>Sj}Tepk|(c3`W&H;_{} z&nf#1T=-83S=Ho_1ocUKOy2-(!$S3a0SsxZGdiE9>T%CrQ$j8>BfUS)`&Iq+cKyg% zaH&V=v^VGemRpvuynf!Ld6i5t_?4e}V(v_Hajwh#GbctZ@)<5A#aatCiT zFZR#mmgK->pX9N`U%L42i9@tjkML+$mb17mwkh^*?2Xv-e7R#|D6G<$W+4b4xMvYTbt&&-?i1#C?wf;6!{e1P;St_vA z(XS;bR*6=MoEh22fBSm={QQA=gYzDS^ev%*yO!rR#}u94&D#1z-b_Ef=Mug9P>Rwc z?vvhntOL%cr|2QhRaY;A-qdqm_T~6_2!GKX&vu#VGiL`=V(GC)$7jW};??4d>B%Nx z)t{6oH^oo2IJVGW(;^uT_r?E?pNzke_$YConN63|zGuV7SK9#t?87WRk8$*UB~lyi za&vs_)ZgPgK6dIpS?6|n)}3~p+NsoP|4zcgCK|w^(muGk9qyYJR8CKv%DR1=s=5n4 zH#_44pW|-)UBD^c?R|RlwTIRmF&1rB_+ebvAs29 zZFg#0>JPf3y@>;fB$w$WGR>clEs0f#T`9ZvhvIw8WUA{aD%xji&MFC68;Tkhhl@Wd zo?JX6c3W(;^|Ma(-b%{&QSZ-J9B1oj-u6Jq#U;wax;(#H_{#A5$nnVO{2wO@s+8$j z<_Sr>PnIcbj^{9U$$QZcq8~>-jm!+s2@eg83U$x#%nQ;&KhoL#ITxzcn07g(7d*m& zzt67tTAtpx>^ybW5Ovm0+)@j#<%eF^bGU8CQjGs*C7z?Ry-{y)Csuo)9Q5(-yA_F* zl1*|FlkkBT@I{rzj+&HpRDWJY)pf6ghVSFIC)!E)`X({PRDrWo|0P$-Y3Rw9l)!6D zc865Na0i^lIy~G?C+iw2_h;>qYv?=vrKEk&%`$;+e6swir8<>-Sk@q}k^Ro=TXgMj z!L7cbC)oyf{nE;OS(SF5x-96SE~9I|L|-4wt_re656LlIz>9the&nc3#R*&`7rQAW z#Fi{ge-Sv_A9=`BkU($pr3q~j`{6!3<+mkGbRo~vW$kfO)Yj8pu=b z8)+Z*_to3D!K%n3+H048fXN@N9_Rsm=%jlYpx$^7&V2gG;?mdstG2W-xtV`wtha85 z@!(c-Pt4P&SJj_C=AK_k|8RufJOP>gi?;VYcR(jB`(E>)`eVC`_%bGYn(}`nq?de0 zU9u9FxQQ|LV_PRX=i%5WUe#7IJ1;UH@8;z5sYR*lVLew+ zskVpF^mW_y@l#%$U!D)-jnKaEpW#)JZz4BD?=->l4e2J6qM6b2qJ1Jy$aDWVye{-Z zXkUI|ex>}n`Tg^T%fc$=(tMeMA(*36Irk^p=lNWPck)*T7|H~%XCchuN?2WQ)9!|6 zj57y&+Q}I>%xQ4TCul$(G~==#N7&%R&E_DC!KLq)9yd;c$paYmsk)KhV>jxlK8=3@ z%dX)S7-Qnb!9+7y#Cm7Qy-=ewOh8+Y54?v?_JB;27LX(~T zNdv9-hj}@=x>qjLmsPR~YpQMnjCGTY-mXsKJv~kqx?oda5ky@SVoa!dE>w;9<)YYkRsZpt)J&nx| zc`p4%`miqk23p1sp}{rvF*D%>W#pCJ>vO)!={pZn^)%Kn$b9_UexG$JJEbw?x4a!v z#ZT8plF>_U$YQmE+e$K399+?PS;6{ZSn&n^9hdD-nu2R*_^_#5hr34}iQH>P)X|eXT`)s0GDRY9 z?ShA+_e94;hDL^l9}N!-4Gs;zuqR$9eC zZ?eb3oMLLj{kro5@p}^wB!0t=w3D6pnXHETwC-~}bz~tdFaxt5Y-*Nd+!`c0Ww7DBOeA=qi zhQN8h%eoD_v6IvN7P$SAHAKHUEC=xa?ioP0p%sdZIrMwUd3_c zseWasI^!Zv^BmP)kzHJZr9U0(em<=2Vt-QG&60;l{ELt3YtIL~jnC?BZ-=LyrVe}+ zqnm(*H`Fb*4%jMdYNXeFKK;n<)DOD%%BdcbZ(ic1ThC{HTtZI0Sfki*nv-PFe?^}b z&8JA2UGxuhs~3%9!d#j_)AS%#uB9yNddU{a%V0pG?Y|I>-*&I*4!FT_sq+RTV6W+ox~;0`C4AwkXK!uA=Up>SXxY-JON2JsaxY+*#ZgxBQa&=qsz~7zb@AbpoPW zkZgrpe*t<`Ln`kN859H;*)I>rKa*Q=BK}XjHm6l*IQa8sg#3}%n`o2lApPZ= zd8bkU0s^3qZt34(iFF;d4JTIY;i`cReP=C9{F1LbVRS;P)|S6-J0ed9%6?d zwr4x&ZeE2YY*qOMvpUlhj(KX$FYCMN%cKH)mppfeNOCYr{*Bv zD5JO9sr%#~J9Qb<^Le-15dPcyAZxwt$Y26nHy!+Sx}~Z-zuT}nkI5R1WKGr?88**} z+9_j}8f2aG;z!l$4_?WyQ(vXNNPd$10Os?4d?79PH_|>%k3EeSIluT4S?^^{>8vQ- zvoZ#KMP%>hN{Py{mg)a+l zj%;(aY2`Iv1iKGWQCzPs89-I^3~%Zz z=l?1{W7-SQRo%2z1$8eU;n^JODf^&QH{L*PH99dY@h|`3AU*lNw9b8HUVp7uJC81K z3{~KM>+V*2VT&6gNMv|kNAfv`?L5yNo?~1c19(D?V^C(MU*IYnM0q<7!nHl!mP&mU zC07GC!K3by>CW~*k3SUCcsp-wTQ^7W5oGuV86t~y1wW~Kf*xW!_VGh{_ec478#vE* z-~z|UjJU!Kk}UlFL3`r3?+(L7J9amwW=%;o-t@bC-l@LIeBHz+dc@UIihkCkWkL?F zaCSV3$((~_Uj$E^r60OS4_8MQbifW@?s?z$utFcS-+n&}&wrbp`ck0hk!^4h=fqn& z>Rme0O?x=Hqd4Va)BE04!&5`+C zAAc)2QSc4d!jVwBwnQ1DXs9cxi6T)KHucd*Qwzj z#;>1~JI@VuJ|D^=Y-KxjeH>!297q2w&f{J?_kV7v8)3Y6NJyRF_rAirL`@XG!QUR} z8Q`OZ>hOTQJwWZXJ@aQc!o``7!lDD!qF?l6|rw_GN6bzrQZAK5>BmyPg?=FT+Gz z=|nH^_1ZzmAC*1vc>WXlm(%h-5_uqUUi9o}m*~w@@MlLqi+mDkY$nLU@H_HN&IwNp zO$_bM-<@C8(^|sGV=Bj(hE$ofMRR;V{d~)anj{ z`;^}DbbUsD-S{W=-alBIYP4f5J$>mJpR#ve@w{_NrSiEQu|Ws2_v9IFm7cJyCHSZ6 zdXdq(iyi#5=R&CZdxFg9-#rEDm-Be2YUzao5x@#))Ihq98nEDBt-ZzYuRyW*u_T_A zI-1RJ*Ik*vn>2C)cX$R4{1&&*JDA6EcF|*)!0p**LTuWq+WOdS54$l&ol0^ak1czF zQg1qCByUXifbBj`*S99NDt1Ba{Mb60j3@N# zJ?XT%sHgh!+dfanc&K=P@zB_#^46}8-{IdZlOWYqqH-`#rm8c%I=z2g9N$I3yxvf) z&=J1cL9pF73*IWYzs&t*zAUq{%#1SA%?QaXQ(n^I{>c8w4B6H#Ld`-YdFi}hPHs)l zbZ&#zo`$C;L^g$Yw|A3v@H$-LbvVJBKLy(!&3@2*yf$;a1oHBkH>(OJSeL=Mxs^6# z50A)E>2IlIsmW30=?9u7hR2`e4=K{82h$7RitUrL*hhYKL=N5>a}5VUyE8>t4&nva znA)7GM&~uuo;c_kAh{%=N*V43_=#FKZq@(ltPl3b8LFP=)pS*y=j+rp^YqKBaU&I_ z^}dLKZ-}Q@<7B?duAN}_yopaA3twuZ)=k2bmchtg)qTwN5oqc5!etA6{=cl@4?Ued z2XOSGDX1FaFH6!H?yTd`t*nxI824V(RBz&Ij=0a7%ORTXo;r>#zh3u0*7^Uj^YANr z#LYAxYpJz9(w)3)FORS%ZdVTmv)@y`-dcF_Ozx|RdZQqdcs=y4ioH7J!5b-Aur@RCx1OFufKX`HeP!h%&~-@>I`X^HFM7NQI+~A2k-r}Kb-+vx-R>u zIwQz-xXt-qlf&nv+&EFsnU&OQ9i95`;u!1LX`iT=t}%Ti$Z2*Mz_+5g`#I=lQT<-; zNtqh;4L9Qwb3+z+=0n)VW6nCluJY~GFXc5%c5{s2G@OjBS;F;oKqZ*Nsh+EwKkWal z@;vKLyQoJhbvE41z?njwSK^9XD*kV<^S!H_a+WOLK+#!RLqmqjf%M*oI<_qbS z?uy+Xd#m{U;#@V??4o%lOpWp1_ln9ESAze30{?v^);``YUO#cZOsUh8r_p#_Apc;f z#F|3y(wkI01D!M1xN~E?VGrl`%YPj=GC15nd?I`}T%W$TUgYe^$#5*Z%#6Zb;V$8S zLVtw%hHedQ$zPp+Y5oQI@5|O|B|EH`6LWp;FRHN5ICP$N&(_Z!;~ZJ$ec7b8+~iE! zB1dC4oI6+Tf0Z8kVeZuFP|>$i@10U40DWrwnEl?v@)_ zHGZ1u(6`BWSQc+(X2|b+%F~n2%UkT8I+H77lP6e{zj#{G_q}X&2a4Wcp7H<~(Tk@P zwe#Rb<8%`3oc|@*!;h`H$L*%!eziasoh}X5=G#u}^^mT2R6V!iLH0S>gUq;Kj=}Mg zlXheQHba)R-eI)QFjS4#-ji1vr@?f_n=zach-==vpLi)FmoI%2HD(PZXc`#-BFuwZ`6<46@J?htK z?00!A*ZEX{H()ge>q9=Wy3?5*@o=wue$|7V)V-IgWOl(B-*6*zv-T=@cDXH*Bu;78|FN2Bj2iHEJ;?uL3H5`E&DN(J z#_TnKd)?x6zeUepmu~B4oyl;0N=+Tf@9vV7IPaC5g+G@RQ{&gNgF336hC20U*o%vF z5L=;CX}tQCy3dJntoQOlHN#UrrCVI+E?6il>lw9ED_N0+?v{7>M;_9nbfQYR#ho#b zgKEynvNBZ%*iU4WJss>!nY+POOrYkR_Ty$a|K70}gIVhpeMhS?zPa1+_;q;IV4 z*VJDR=;Is1e*cy2^MU$mq#nI5??yjblW{uvC2D{mum5~r!#nlQufb%Gz-w=E7c6m) zRHtFQUxhW(q~|x}HjmJux5BrS)9aj&yLs5&IOOl`k&pGYJu?kYcqMM+TRF~myXUHK z5B_7~+n=7l;mVnE98U9d6j(dQGmEJ)zolb*fllMP%r%t2wJAw&g^%>|9=8tsYvyWK zpkoX;jUf`D4y!nZn4=MipBta57RiWJj`b}bQ~YaDX7MCCl;GoVQ8{VX>u7wxjK%Gf z8_a}#kp}7)iimpLsW0+GG?e%f3-}vu{1bVFd7DEUL#-n%BQ2wsMc>1Rybv8P;UpTp zHgc0*{UN;Jw9wrAmHB_>6`PRWG;b`mbDRcYDx9!0?68ejr6(ozXgQ0|szCdh0G90r z@2S_C?5tX(s@>z9tIfaHUnMhJeGp7Uo|gU~eP!zA)K_Lr^_Jn#G}bb9U-A8VsyIaM z*P<|`O?RsQ<;C-g>zj?R5X;_?LZxORGjS%3RxnfcW_h=FIje7WUsSN}7O0P^Ngy0Z z6*ikw?<2~k=k#_>poH_>3PDzTW7%@kaI_a;`)bjt4{)xR$gcXt3hoQ@JqUko0Cx*M z(s=Wg@T6&OpJ%Pqz&o4Z&1jKvEsU#=oqq%6@*y=@dtBB;v!>Q#&})>q8L8nrasD<; zU&=Fl4Uf)U&c4|u!i8{%L4DWCJsP4G3;Z7Ac;TbwTHS88>{DDDQ)FO1=k%T+OX*pj z)t8;)uUjqCGRM-BJjlV_nvdgj`nQ7+x1AZQ=@u&Ba$a)IH_@Z-$jXKnP0}Ur)uEr1 z5&N6&;W;kxhI|=YonYhjzkw#|3W)AmQhZZZ=vrUrQI3!rrh{&y_Ih7M^Rcw-KV;Kg zY`wmm*~p}}XY7_O5>X1UUTrx~CSqK+bJEq4Nzg~_HO>kcOPSTj+Neuiyes=hXwGE! zL;LL0Xcq%KcLg8hG`^``>a6pqUJtnO-qZ_q;4VDoR(#TVk&#h?!MexXqBTyM%B6$t ziItS0CA<)gQdLto@!|ExrwvwBJRf^1wyk(=@&AfjNLMVeb`nKb7B?t<1(#kcRs({y zEw;cp`w?eeGFjFv@wd|tI|C=_Grz)56!1%4lixJ|S{T-U=G?X@Xj)Jce)Xbc-kD`S zDbti!WUP5pGoqhIpN`CkbPL}ZJ~vb+l$D=m^-s}cU6A_{6;EU5Q5lM~N^Z%f&ZygP zB7Hp_X>Y3W9AF%@Y{^?HVP^5n@%836**K(@#fbHvk$jASrd?I9VX^I>pT z;&sk0ZtW+#t@xSZsirdSExw)a?6OOvE zlYa;``kQc`_plYO;0o^MNhx1C*6nbn`sSPZ>-mnMEG)HmphUy|4x_*~xeJJYc5*V93*R}CQY=pHmxG_Vu{=uI$I89rui3( zB%WNG@hjiRgT6*t>A=g}IS=}28sZ9Lv}C(zyY{&)tNDLVyWP${886)*II5fipVRG6 zSF`t!l$;HddKM4yA0D@{xfC7Db!qJ#Jj-;DZQSbptl)!Ib59qh#L&2X%?s)rTwr_b@(?v`^hLH6imo|F4=BDML5 zmecm$;Jo~WSL#v9$!gG=uVI^G_@u6*F3B~^Z9P=rdASKgxYbAcif^gle!~Zx=Pnz- zqw?Zm5^j=dUirqkf8^}dqrDCV?81$F9D{mi z_69fdZ(i^1G=X2L`9Dt36CQ+K6;bcQs};SFg&HL!!jJYPV3 z|AvoNhKF7YqqOCvSJ&^1Nkv59IZi$y;>FWw^;6YLrtiX9i5OtXpH6 zwa|dBWtUy|idybYn#%L}8H@P7R%WbnUku4;iqk*ne0UCC*w8Dv8Y+Gr|MEiGy~FsU z45@0dKU3gP|+DzMBd7EUpSERKW&s|#`YyLGPeTvTO5vRg1y2O__ahB*g zw(G(6!gjaH@1E*U1HZ__!8_x9S}gl4(3bbtx1Pnn{k7RyqmvzzHzyh;dcY1oiG3Qo z)7+ff{Uk3)Yd8@L$M1pa?u{SEqYp|HCQc?^p#5({cN3Kc{XK?yoc^T>#rb1u`ZsY3 zuj#D^`}_@L{cPmC>q1BSD^B}9KG=M`{T5n}?|syuO?l76fxhmYU>5lg`iwUE_J`fy zU9HEmTpwSku!d98_QZhPt@9YKgMJUYvdEmLF>7tMs#79r*EP( zo|~=;!CFCo-<4YHJAF)bwO$*n{N1!I<9vlB-t~m_+zQh-*6#YuYqQ3)z)kXiwQ;ta zYa?dxK{&#hTv|U;RL-)ehIsnokM6UN#@a{A^e>q{Zx;%##WF*ys>w&lTHC75Ivp;0 z4NYu!XipzI%BMCVU^sUCH#(8H#MiYO6xqors#cJ#_TkAR?vIC;Z$7azdx9g z6ZEDVpj|IRc5lX%XE-fC;T(J5s-7lGvPYr*W^d*y&v55aU7f}@xWjmraa-vX zW$1Z-q!gI$EVxwAPaj@r_HqjeTHa$5v`J+}ZFyAh#Sag6 z>pcR!ZkN{~?|A;v{5wqqnG_iuxjWiA`iE?}|KtPBmM16LP^W%cWWS8w+4&#j_sScP zcLkk6OWofHnf8bDd(XH(TVn{TyAfmV>F;4y?`D3^aqtR<&p?Sw7ts2DGB2r#UO$w~t1| zpNZcs>AExA_bUF$YS!t$bhJTVJO+vyhmtrV%Ej1Zkd8JQA)>4RUC&{ivB zir4%!{P`T}@^132uAoV|PA&A{sa(_1DyT)Uuk8@sJ(#>b*8Dz<2|Y9>WRM%^7pmSX zto6ZkuTN0f-su*pPP_G$H6F}MNM~O^u;PRkwO=Bzx_+;@(=tg41aIs zj+yGu|3x^|Y?(XE@eb*s+fK<$?N+5pbm8s`P>Kux`b8G;zO017Bgr ze#xPq>+jzP5)yGZcGs2e((CNF(a!okRE&38+XwkV2AWTBkZPif`yp^ZWKhIk#ov1e z#Yr!d-kM3hDVFCjGv@0O0uJWW#8(Jb>uB|FUaJ@kk1*70?>NCvpa z^B;U}q!S~L4`vFav4UruGb)%uRKMiXlD2xfcGk;P$yVyBW{FO8O0QA0pUE5Yb@A@v zS;Y(8Ad|4?!?EfkbtLZ;w~STi9{DHMB2hcBA-O2|BCdFf_4lUJ=`$Xcjgabo zvYP7qt?t+nvO{WOHa>T^|qAey3GXU=Tmc2 zBU4jTGkpC6obJ8o3IjgzSqcv*y6#}Sdh8o+sy+Df9oF+2_r<5q>m}}|jc$YA?Uds< z?_>VnW_Q<9^7zjweIFNjt3;F9-nr^}@|Ln1CdwK(YM=J7-~rnos)*b5K42hMYH2FjAav;Me!cpF{I#itzE$4yl~h<`a* zT8qAI^eLZVOZ(#Aj0w=$pijtichB?`V8y%Amk+mgN5V_)hMQciQ_RPEtZ`!u@>I4` zm*O6}LTqDt<9T|52Qr^@_YAQAM%r0{ZoVwm?&+*rdWiXaA60Vx&K?MxodbXQoP+QK zJm6IPU@y+=T5#Jx+(kid^Fy8+tdwAeZY9dAaQ07j#2U`VPvOFE>qdepw~zA^4xv~a z%9r}I-<_4U8XK}jue=1SK1?r_hsC^I4$5fz{t1}f5clW(G6(w5OZ7;-km>^4zd149 zS{fbiXsS#f)zzy-?-oUi$`maw{J3yh;nc#}W~BcitGB%w&~Ry5QxbXo^ANQel^3PWvE@KPx!9z<@Uu#GDkN>W<@5#tWx2n;furn zNpp{eTJnrs$A{R5%W@Ho%@z2PLO1enUW@&-SMlszoKOTtaa5(bP+Dbcdt@_w_gXWi zK5=iHnR$2)yHz_Edx>O2r7asa4iN3zuZ{j1k3on=FelE1P13mI0 znLyX7#SSO7<2jx+`=B+CULy4r6sS_kH4@Wzlw3i*v0g3G497Pav$j|l{ULsBjGF0k zHPbFDdW>74xpcYH?VYHZ2o0^>VHl4?*u;U(`ofdtoLG~2Dh|<)S3kuj6lUaDvukOx z9^?|Kn6Z;zWE`Be8C3Up=^q%w*PzKgA%ay)XH&Yg#}cNY24CoeUNM*Ot@LjcL%DWN zCqAy_bom$SI_6^?D?)}Jwf;Byx~Hl2JF4}cv18tW6)k~8eMFh_vK28{$I}k(b{>Uo zSz5-dj9nb#yLj3E@$V{STwGvTb3x4P|3a|NfKtxIWyz``ObCyuX7D8 z%$((YpXI*q=YIOZHk0L!w=l^yot2~NxY7A;b|XJ_6ADw-50xk4a`{wU$3xzMf?nb8 zYQ^{I7#f(4+AbPZHP<{EF29{(J7U+$eTnhz`2&&;9E;t}_ey#}j7fuH1ElvUZ*WoF32c67+ z_S}4GC*ezcsmJnDyv(y@bLJ;Jes*Num33p*bgsPrP$J%KzIZ@vd~BWja7+Adlf&P} zUroH2c-$=d%^XUO(Bk&sxwF)X->mysNcY`ezff8Cafm0}C|r54d+-~XrU#wYo%YRF zwG;Ox6B@DXC`Ik^oSwRsho4Gu*aS_t^Tsk1boJ)bRys2Gj>zt9PLtFGMKgBsP%@_18mCY$0)rn3PB?I5tfIIvij{JcP^elwn4$gH)VPX@p zEBA^)Y01ZROxu0!g8Uy(Dxy;_Y@5|-GgDKHcfeGXKS!^(z{*vHF&$;JY_M zdk^Tu2D?RR7}{4oE+xmj3w@J+=dsiT&-FRY#1-}X9U^#b3fD?{pc2&l#p0agVjXy6 zt)$p(#2@Rbtn185JzoF?*92++7 z7K1Bep-+n7{biFYP~Z39yH7%m?sV5n@%amz&^YGvnv3mgLt9eVoc&?`JbSp&omHuo zbC0^Hy=FPTJ5^(6Xi1XfurhK^a~<`YI?X>Zg7>>OQ}|YI!3G}DA00O_yPqC+qb_@n z8#M}c)RA`m9vaqSbYbV=OS?VWwY2an#h$Hsd!-8Mb{d+teO=x;mK1R3n>kqDt0wtK z%s)mClBKpjMQ^p-86AWZxtFI;AqeZ4yl&!KRoOiJ$^@KXpS)SuDo$=~x2!ug@Ym*b zZ^VntHK|cU-Mj+>+y;vOGhC`BBzL%;{j;=@X=@>v3+ecV>OJm;@1AmNUUS<@VUXwR z+=INcTes6+Cb~&?`YRR8B%ELHbM|@N?euTE;7QeKdftKW#Z9z5P6P2#_Tubc6MrV+ z@dAm68T0~rhwHOy^D%iLbNS`Hm!Gijyb?yBDqf(QZeyc)!X}xm;G9wZ=a;i8#IKLP zZ7#3ANu6N6EZJmhLKk)p0@{IBjcKRcNgacOi$ zbY)~wR#@M`GXzO(~rg<$2qv7qPjrR3#}_K>Qod7Nt{=)-^B<9Xh(CMnDDoz3-Z z=iv8KlRlQ|>n3ebFWd#240z~8ruf!!DAvk25N&15{e0@UNlV zWE|lH)lXyJ`3V)!mpKi@=AAn8$||!5<@ud#!{b9#(JN(uAsL%Aqs z<`l-Qzebt$yWSwbn^4}Ztb^(9Vxr?CzFU{gVLj>{df&<4!5w-Rc6=eFW)IrtqDjl} zj?eQ~4D?^c~o&ud0j>ttfq!rH3?>%0o$6Z(|AnRoXzv_O}I)ry;5t8+beST zBpxPj-~y+5ydzV5sD_@UH=N}Ec7z@kGi9*?a@98FJ{`qHOv4Ue-zDcyIZK05*?k(# zo%#rlqnf`tQl-21s;}gLKuyQ{6E+!pTz{qZ-E&IqTzSZmcG_)|3 z8IFY$k<7?U+QVJZ?_`dTqIYn>dMz>`vMu~0hteY9rkIU6{Emu<1=H!Et5GZe2d(&# ze}14l+fVIwME9{5C%V`pnA?IO&@1P6PvUZ6hhsYa;=bNwrEg-^>G z`)p^%-se!A%)?|2{r+ZOX{OM-!XbXjTAS4{R*A}NwzN@=0NAxR!?{jS@G#m1?LG?8ayYQ;s;~n~_6XJPiIBODI zWDW&KP5Peqa8w)VMd!hT+Cz!r^i0$AA+=zp7p{bHHV5&8U+NbInO!Q&cmD%*T*7pD zvz!my%3HGQWuN8wcg}0O5&ryg_Hg>#-?A%FCq7Hx{w|h$3zd5g1!YrgNT5+~gpE0j zBkT?D`c<`GM(tHMZyKXna#a%<*Hckl1v4rlmS2-xPbE?}xwvQ>k=^1tgRG>IcK6+k z>3CEfKaLaRcgff5WLr3E9q!I>sS~+V=?O-7oc4 zuW+z`5{~+K-dxEz2*KH;|LM(3rj*ww|C}oi{Dq)wxdf9r07_6+apsrZe@+<_u$u3*=AH~hkd zoCxM@Af$gUtmZ}>Stq^mXlUOklTIzK{4Ntz!%=kMYceW(YW5m?Rqo(Rd7h(OhPkW$ z=3TG0*KMQs=}GxxmFd=#{1(rc$~~bXJLjLSrzszz?h5p=uR??VfL|2%$z8!xe4?@{ z?hf`f2_Ebkt)t8SmH*|Ze1_)mQv6j6i2uE%}9 z2h^5txp6z?jw86oZy{HMJ&KrYeMe>}XI^&|#Ozs-WpQAdtfrG;Z4%dH}`A&kiRyWZ%fHTQD>_w`H>4((KqhVhge20Wy`*s~^ zV-x5Bu5-PA{#90a)&DPNs&=!e8O%Oa^!UZI87fDV@K_1~>&Vr#3jFzY+nifFH6Q4> z0*|{Zwt=2fyU-x^W)uQ)D@8zI)UGxvy+(5ru zKXP|uBYke!aJg{XP}|T@a~`uyi~TNZG_ZR+z(!`Ov!3xzR5RytHaRV2JWRewa{1)f zxhbXStcFr=$6^0{oberA+g0kIhS@F5pbtoVXxHv(eiR)%=Ypo9{=0S>igqL0@j6U(lu> zQ=eb41vVXyn!*d`PjPx9H0xc+)^NPr5MOW5v9I>H$djltO;$T|=)K|4!94m+&fqU< z;bG2qc^%9Fc-wqB_K6sZ!D_PJ)Q`c2(3&0@khndRxbLX5y5Srf=G4f$M-Rj3`0>Hvy+o@X~UioS$^QnUICx+oDBAfEU`boVIj`y6-nmw5#HqI&6WYRh7o z)HJj7Re=_Bn+~cOZNM&=`lCL_A7KxTa~{fB>innj6Kz0~HzYpMEcQ-&U2lv{$a;sz zU@Z#W)T|scrUfVvtJAag=jyYEtH+bHt3^zsrnxmW)!FaoOv|aP=R2jp34G*(d9bdb zZlU6l>mqOHE7qrPPJbg~3b(|6Gfrom%IHrovN(M~`bW`O(O!{f`R?8r{*C|9S9X1@ zHA5cbcHCWscm+4K%BM9>=6*W41!k%uY(DOt{1Mx`5MwolJAXT>go^gB9`$LDlp{0f z@?OdP%f6;YdV)D-1k*STKc|;IZ@2UG__TPZcze@=kH`DP2fD$l#rQ&0A>9&R@aoL6 zFS!n!X}DhD2lIUuXa*sK_HK^zwFxTpnThbu>e4@*#V5p)b(DX#!D%;P{r7ebh|wIXGN3toi4hs$2R08F2FraDkp!@@$UM zgJ8jjyjPWE*Y2X{RC#xy*fCG!49;;Y?`eigDR?g*pr70gTAyU7fg1ZbVtN>_{5JbNa&ex{O^OwV>}4oP}@9yKaLo z&F5g!i;Gopxnrg5(8(T<>zw6Gejzb8;Re0)Galcnoo_M2Gtu^`WA;Z~um65f-PF$Z z+O8%8+hP9hvtO*F8KBefnMEF5OxYH3OV&_8K4Z?LI3JR4Xr{VS=3YgYyPMO)hcd(n z_1XZs;K8(3!}B)PzL4BTHYo#d+o8Vf?nGVIr;YX~sS8^oBHa&--_ASWevf(ZrA+fe zmH7}n$~Zp!+NC)RxPwC})8 z=hDOP^I2Blg*{z_EGeIT3VEmkb(?MW@nq;o=(yRx*ZJ)3^VlBwE;4`*!^QA<6SVEa zdqO{lI)ysg&XyWlXWK*IcXbWd>Lu9GyUp6KrvAJS_qo?3!C?9GX6k^QVpA6t?h$TD z4RBghpffx4w%N}0Z91zC{G8uTyqh=>Kc=s$DF=RHyK{A!;$M!Vd$SH^9Z_c$j@-?)bd$Tofb({f;@uHy}U&4CB*hid;E+*l2~bYt_SwRNvSAF{{KeA}Zd z}n#N@24uMPd#SvN*pKWjgn=i z;ZK%fQ4a9B`Uk#s!ebe(t|vS=1jCx;c{~gSE9f5mXM=R`bMpJQyI`@wb9e{l{DVix zR_}&Xz2j)ucj`N@Hs9Ws2jWc3#&)^m1kU>pnc!!U{0q@%6fU5(ZlI?4dMjT3Hec2G zpw@>`HKvwo>HoE(i+ToPHQW^X92w;YUH|!{i?U3*{7{%uECMBs>mn{tz{ZnGnN4q@ zPnqoT9sc{0M*-bQ5nXx#UstCTr*FRt+VvcUV_QnKJkOGOc)+V*wmnttb8Q{m3bP9K zh;6VrXD-xo7=>yhy?JWta(f0lnavt=Z>fr7(3XeX^wI_tU4-{Yy*d^d5ad@O+m*XNO` zerYR$|D=9<5Es7BzLxhWazBQToz!=?^k4VU&$bui58=^UxT`B^dQ0mkMq~Ldt9!c3 zyjw*0sPk75Hgv6;=a`xNF*3+i&g*+{lghjte^mR8a7P=cG_HjygsEK$>PMKD6ge@E`Z#B%Uz)JQmXQ6aK1#-r*(e`j^iAzSO^|OLJ|f&2|?q$UaBpo=y6g zcd#REsn+wSes0F+5mQj-O}8(w4{EsWQ+-q&J@l+SV8=b616{H4PeBTv^lKj+d<2Cg*aDNi3N@jbDXC`;>S%;@PRtQeN@WT)DR!rk@Qsx1q5AKZ03O-hso+AT3LLmN*wb9KR=CKK_OIl}@onw)NJ;mOmML%i|~9 zW?>yx6MJh%#V2#~*%>dJxRHwS9edU)aq!%o{X*cQqmFrzK5wIb>b!HDPYy^k`oCE|54K7@D#ABY_xI8<%%^$}QAPKshCR+%r>=dr191zJ_040%;clXG z9q090EN++zH;0$_Ic|yHtC1&A09B+U{ZNgU%%7w?N9CCgp^%#3TJNYlu|=vO@7wx;*tKt0zMgJ(0I%lJP1hxDVo;I^x%=7i^lCx#~R z*L^GPTfFFXG?;JWI)iw$n;v8&*Q16WB~*_Ws6BVc$nWbLyTAxbsufrG6zkJ>uQb6B zct?FqU0TSg=|Mlah%fDFGb-(g&V7it+iX0WX`W}4{^H-0p(rQx)^0 z^Br)r<;|$BH+xaXKD=@EXU;a0@j5j2NgnK_(o*>;{v;!;@@LlLzXM0Je7cG9(5So9 zYH+ct>enhBwYa`Ln%0#1qK|trI&Ca0x2bOAkiXT)Hp&n1Di>)S+shSy>cgkt7axEj z|6}rZ5^ZFqq^3zfx#QEJ?ytzLZ&K3yU;?Zd)b4Tfjze+dW1yb>X^vW`7jMCxB~!~B za(7l>Kws0-J|Hij#VNgJ-(AVvq})%rVb-8;+p6=Q^{Phd+@)_)BBbt$c zq3)sX;Wpt=Bq#ht(gO`ZyO4X-mp8|7Afzx^ovWZ(I8hv(pjEljo? z60zQdhCJi5X^N|@qQJ(;Vftgrvr?p=699kWA>Z|3Lkq19-Cd0WrP<60Vz?uqvk zOXH_J>nib~e5^{uu8EyA3H(Ra&aA>5<66ioAG%fl@VBaC7HR}x9YuT?rOddEkwE2&ToMG23Xe_`9(nrmK?yl6W?59S~ z=QFrh|2tkjIFkH?zc&ZR_q!h8BIe?6TEJbZn@`No4y68RtzWE%yS`cU%TV_nGrPKw zpJI3XPZ_8CWKt-3Cq2{&{LjtwF4JIM*QvC>^k~QnbUm$lS<@WP>ODSn$9`0e{pE(m zZFS2{EuD5gwNTmy)mbn#_=g(r0hQcv?8h9>FwocR;XQGY@*voK+8Blt)YJ2Deuv`c zR1cNoefZHFq%Z29H4ZNIAZDxr7QBouqXIYcYFQ;|EAHZm){CS0?yO>P&d*{Gz0ar;nm>=(VBGWFQvbn(IF!%<4{I&{&N}c zo02_}ejxo|^iXtRWO<}BEmo;ejnE(5S$AUle%6s?>o1x>s5kOzXe;-JII*u54F^C? z?$%ujlt+mEN6Qi38B98_b=Kg*xRkb2@@vZR98gmtD-i=IVe ze>&J+^^oV$2U{}V?a$0D0v~7v2N}D?Nwbm^EzE$0noOkB$H#PGHe&7sVyB<~g5Yx$TQ@c)7 zMRn89RKZWBro>fFh5b`?b#HqZ`(VA}FgLEJsz2Cq(|`*}2Q}AwaQMGCyVd1UHUdkr zNbj+X+In6d%Rb$&0nfgO=60n@VkvH9q7MBLJw`5N?+QQn4c}ured4!#4+~-a+W9`y zZA^ui*hYQ0-owZ=6mg&D|UbzdJ`^^{o8*r@pEU z$Gv4b!7K84eHFngFv4$jqt}{#8cj)&8#@N2dX}?)raLo~UN1FkqzR#lnbkA@wX5@j zZO(UP-kAA?j=h^s{b61mkE-IIO*BtT;vxDa2j)}s*HuNm4@LBw-Is4n?=|Az^HF$e zcur(yq&jB2S+sG~a*1fq$p7dM*M!f9Qo|2~o(_F(2T*1B-72$|51Ehs4az-8zgJ!V zRfzXvKAO*Dc-`fcRJGS{Dz8y`_FNMIEt5a@lbxf1O{+d1!S@d#YE-e3fy}tIW(kMK=;P zgY>1Ip#jZBz>1$xhyR6>*qWDnNApv=_sU7x;4S=kGyVw$@q9;dEI(oD{?*$xq_p}D zlKTu!F#{JfnY!aJ-uB<5{5({C=RP`f1;G{WiQ^3 zy!FfGwud|Xlzo=kYr1)>K~#wEK%kFh*Ax?G^S%x|DW7qV0{@+BZE1T+ZGDjENpslK zW*mKWD!jLRJ_m6DSH$_4p5c2H`e^;bUCFiZ5yxeQ_wX;lHk>w8C+$7op%{*@k}~9v z$9VRbS->v318?$$uI);ojiy~cI!;5PM6 zz~SERPtWi-Z{^&xN5?V798*=gh%KqB^&6FFsRr3n8*Fr5Mmh1BiO{!fYU_(Fubj44 zwx~z9IG@HYzuEPH)W0#xly}|a4!DiF9%WRKe|s)7=xA>8+TT%cM&S*wtCR1fx(hra zkMPplME@`WV{|j@W0GoMbK;O)1zGWY@vGtuZNK@FuA(XBc3~OhGJWnv?&T?21);UI zWRKBV=d(hwwR(=d@ze2|*^g!)p-b3EkG7H4GjK^+Xe-=H;R(ES%SJof*W5PanT&H8 zxf!MNSIB=X<3vV1>Z<$GA4)G6EfU=zuM7-z4K-9_*0z(N1Mi|Q#F=u~@lQpx`yqmt zAdTPneBSfk270-7y{})uAA=aU8Y>lWzs+=q!7lG$cKS_ca=$xYPER#d2XFy*@w#sM zVLN`x>#K|5HHz6cTG8WCGb~eium3{_)l=P*YnC=o8oyB z@%;qeuSfDJZgUS)aL>n4M(L@ZR}-G4PZ@_he2ki`sX3M5Idk%~jiVt9wLG(beg99K z^au5~d)$eK<%dP)CQ><_Kh9ln79QgS9d2n%U6VWq#PPh_124ok%r*~$#&_`l?xh;7 zWPj}~{B!Q*9^KpI-$Ijtmr|dgG7YB1KX5DF*IP{V&jang=$2NEn{H_e)Tn;tT7uGn4#YuA|_pN zf~KoIYE$c;g#W+Jm${;CQfu_LEpX9<>hybUnmQEQ6<-|RotTrj zoV_*sUU6(5e&r6m;8tFDUA%Xv(zd2m=XH2@_RviaE3>eVA=A6JN7Z`;+^k2av8sy77X{o4By_@kcX z^D)R&cM^1RfHQx9a-$-z&DMD{fkP6bbmVi*IQ>IY(uY6EEwHz8xc|m>nM}=lJ-Jy` z>@#@99=1a`^)~Sq@VH~~FWk8i=3`soRD+3)_hD22L92?v01G&0e?w$9yG!qjPcN#% z8t`5VcGn%@2fYTTz1Xj-c>es8lM2h~?&h6>#rEYxa*7hRrqA?oQ``6Br3&hs_UV_G z=_Xe~K92KgxP?ZjpRQ_7p02Q!_^^ZavVuq8&sNOd$O9C+M|s_q@!VdiRAvy`q%1}Jt=GS)f?0>bGYU_r!T00PulH0 z?g!1i-n}{^a&4i{+OH}pC`vy~PxZNZjPuDi!B1{;N=v~LbL6B$v`ycc)7(fqzDbtZ zk%7#FjM$iWifqA`X>h>k|*(6=d`jpZ( zKfMai`UQ4;Rq9DNa8|w&em|=QTS|jCm>^ZDk4khkv239O6D- z8!8d{I6OUkC2~4aEIpH-?t=7!8GonmOJA9OTYAy-o1<4p{|O%s&kfB8^|2@IDH{Jl zGyvOtBDH)ztIaVs@{S+IA&pWA2lu%kt$p0h&(&iWps={cXIt3B%0Hs*Qe9?SUa)^* ziu*)^+@teFA#)eD=OXIQyl^7{C}9BfT0+_^Z0LOQmtIPn?KnuYc#y#s0L?7SC(k$#@@rT)H=*nZr$rq^|0 zkH{32;TJWy>9(^|b_Olr>Fit0y^Is(18k{sP!r*t`oRugQhW9B-8$z6Z1f?G8qoAlZ*datkM?(~@+x|!}HS1$Qh=J^P=Jj0jC zeEi^vq&oWJkHzB*Oi2%MX|cyX-SuJmz#TLjv+3)4=q$=R(FaXyPxGfA)HP=M{O0Q$ zd#KB5>q{%S@pp^a9mMQ+{ggA9!-xF2MZDsI+cehsPc@SQJm+ zYVFau@^QWf+2-69j&+;u&FAg*o(s=y#;^YmbAd1FV-mWNF?ykr93NKt-htOp4Oqd| zum_9KbXa@UBeP|drsB#T=ydImSVp`pW%qv0 zu}|PPj^hN!@~&!{*)_99W~0o9%~?<8sae>*nBDfn?1E865~0LP)S!jLs*NJsAl_~j z&0l>3J*eS+j0$%OzZ)48`Cqhk^h)%vXni;14tHa7^uuUI^w&ti$iDCiJ80*a+7X1XedRLo zBKngz^%%GC5?rfxe-P`p3M*dRWJn7bX)l`a_P*-E1&TV4!H&V@Zp<(z{vP_j3-H)Q zbRPrwR&`RT4c3Ey=fB-2AMc=KY^rDejGp%xb!>n)?eY5(IpIx@*Hu|>xaS{W$Y=X~ zBE8m=7{lZ%r%g7$Y$i7;_X}FvPLwNm(p297E2u6LK0{Nw%v5_3iot;#N6ujIyTPxH z;3Xb~P6oVpuHL2^E~vR%@TjkP)J8WrD+w(2HnV`^^%f7o$WmY*>(%AsOau3&Gaf?O z{6H6bZ10;Z+6{mD6$-QxuJuyNe-Nd&WswK<{AoU=y(-|Z z#kWsYE+4xSv+y{xu{mF=X#PxEo79XR?vR}Fh8*#vzVbR6la1K$8qnH-`inQxmZZID za$^Eb-jK8r=Keal6P0KWe@*S79t-vkwxW&S>z2OghSrd^t}*?Wst-LzUHGXi)ykRq zFR5a3(Cu6=C$E-)J5VE}(l)$9^vrT@bt1Af@<@7t^r1Y~+vG294)C@7ALsAK*6Kh;B7JZAqUgkE13S&ng^q?c zq^(HX2!}hxx$XvzV1a&MKgWblkn>VlTno~ncr|ewgRt;ld3@*h`R+~gnwKSno!36fVq0_LJ+v2?pIMi;iP%ktn3iv>tXkANltMbOgB~AG#PEa zzI%<{=y%&YuEF`dK!b7|d)S87W2M`1(MgQD2|0Sx{m#e-dgG_%mojd{F>!5<+Os>H z;bu4SGM|QDWuyI=lelO2AdGnx)Zt-u>M@LAKN_VA&Rr`S^_dW-w!#cXfI>(;?n&&T2Ym#?si*lOmL z>fyZZ(@iw9^XWNA>@3{*4s6K&)c4H_Hq^arp<%7YrhjXBFS@BjrqNHXpr_hpzHFadxzn`E*SgyYaEg|)S|J?ACiO_* z?N#{7DP7|KsG%vI0X6yIvg{R_#DC2!WX6{mq|WiM1O+QbLL zjlu`{fZh?QL4(^kQYvy=dcvOe+KJMmcp1J2elHoNZoUB?-cMf)AiynTlEU_Hp_p=-E7yRmkU)R8Ahr(&=!_msa zoF9}+=6lq}tL?#KKH{?+uQwcpo4%hS@VLA(MUDyPQr@KM{R1}ppy)o%Ou{6-CJl7c z3uK)me#W(MvGI7qN2ncwys`pASylJ3P|uSp?^L5ZZ*t`poqm1aaoClj+{+fgjM|AZ z8Ibd-W*_#a{NiyE%DPU~KZ>HTx!%1phqUtaI~Bd-6-49`<}Lrr)2xrhwFUl(jrjAl zF;y_0Mm*Sk7HEA^Q_geBT`Sx7#yu65KeovmpXQy)^Xi&*{>Dzd;?4S#w)9UOaJ~0) z0VqLjbtO67?{}!uhN}YO_{6dJ@}lPaMqv%NQY7xBuUbK|K3uiYfFEu&b)QL}&pgI@ zJV6&y5Izui<5s3Zny25X=zJ{q9G-GJ7@ONQxeRaA^vZW|m+RHdZPefsC=Gsu;@`_R z;6VHUx3afP!F7*Ujo%gjE005-5-ZDzXGPXGa>Waf+LrwKpXEfbCaZ~iagxGfTKp9| zzw0HcW?z$iHy4Z-gP6z@?{#SElk`=0ssk^EHibq-T1CE#z90QM{q^*^8CPetkw*$; zjNKB z2Q;Niuao>Q=cHf<_1oU@XVe4rY2*r1TWoj60v-QaBoYv8ln6qf~FRLd--bUJQQucBUmcH(%Vk9uwj_rzS2NbmDtZw&uAMdjOC ztbflKE(n=b4)wuMTT#y1P7HB+FdkAwK8FVZen{ zLBT%d4Y>82MZt0AdyetZsOn4%;o-Ldf1aFH3|HRJR7VFDS4;nPH9hwnQ-j4*KZ5ob z$#>Mxdt4870Fv8J)p&LCR`q0aG3PgV|3w+Oyh`{Y?Bf`n!fD#JSZ-k&&f8VYcV0Q9 zO87*^Y-K|2oNWKRxt^nDFB_^uX6ZjJKw|3A<4rb4`gc}5s}uI`0uTR%9Gu>xu-ct@ zfWP{aG_0j#CF8foyU<%4=K=USWWS|%zZ$Jzd7Asep-|{h_y;}ZSOkSYEZbd^WzIr>zT|V5&)y)6Pt1EPOVV)nebJgOislGYqHo zJ1yJPf~3C8gKw3&gLImx?z~&SQ3b`E=W`gD(;=Uv@Luv70j z{K-z(aBH39F-*(j{{IryT7*WbuN-ia2ELma^24@1)zNKqg6P(#FF8Sv*war6>hYdb z@PA|VpVxDogO9bLm00Ff6vZA-QD5GVIlkS^f7q)WO%1XQrjuzZGtHm4M3L~TcYTdm zH%s+6O2^lgr%W)d{5P#!f11#ror03|x-IEM#@Z>lE!4 z@{*ar9+~ajmA5jlrB?kSUh$$rF%;|Q72=d)|**4=kvZrq#q@Iq^HL6Ej8KL zKKxktU}SG39?gnQNq-}KV*2FtT>H+Wu&Y1#AAT1)9r}sSV;FM#w0ZJ%-0aF=|6Z2! zkHP$cZCZ7GE{$dK2|P4TaHPBy#!djP~StFn2`=%4F?XZww$6DCoMD98sVntg54UKjY%)$I^{mKW zSYO;vf3Q$J_nW$|vR-5dto$1;i$NdQ)x_FM9rT-H4AH~P|E-nUz1`?&kC-z?fHa{wR8nXkYc9&>Yw z!udD)RJ(`=mtgC`jD8N@>*egh+5hrd=xGndF}zimcuV!wAsdlih!yf!Vvkd=tmmmn z9)V%C&YH!WxhiHkJ$@xtE>SemgVXnqaK$J5jI&5bCcM0-acrlPtdTt8gWChB7RKyTJtw4?)=g0(s(iUc@SmQM0_xZ4#9 z?0}P9r6Vutoo?n)kL%%yY`J;G>gy&-^0k4i_@Ynrv~h(FSw}sX|1Lh zWFn}86H{D#{gRHO2@S`;)F5+tgSMxwQZmxY&o$XyKl^0juf&&Xstpk0a;Cj^d3;W3 z^0qkKInP)6&ns=!HzRSI6${$JNeaAC)_9hI`)7GQ z$XE2^^DEwnSaNh_coP(k>ayIwEo{jPU2bKO=oGa20%JX#IKG2 zq(7bOF)=ndHYzqwKRy8(IyLsG-7q`N2o<--=Joivcy;Vaag(;UsY!Z6?>FduO2M37 zP={`icSE$7wL|qnkB6TQH;Ocm$J-RIqmnzHFP3c5{AwAb1Jw6Nx|o*ny}FVXd`UJY z)+BB*v+*YFZP@am5$d)pFyohW*}tn|Z&c9+yOr+qxZdMW)y;f$PA^PE4gL33{DBlB zx`QZYsH&;OA^yaP-0pDUGqO;3Sz@!;c@ehyPo9&~CbwoXzmWEM^LqC<>-T#+Oh;M+ z@^VT1e%0fo8oI9gu>iC9kV(&A$7T~dnLlwC%g9q7;wOXYjAzV9E!DrrvFOcwk7aZq zci@q~f@su&_k4t{I1D>FZHM?4DAE|3!C?OAcW3Pl>dvQ4(bSW{JeFjI|@N`IHb&sb^{=W#9ADs6X0#zMKqcR#QKON4x2r9f)?{d`b zxR4z5A?G}f+L5+jKeC^v(^+cw>rE^D54yDne^FOY@-fem+~C_k0w@FuJ!UdcIBcIgh~Dj$&{6h5Cp72%ipLgZn-my&P?n-ZH%g zpXqO+E26Q;f8423BN^d*;ew&GP;q`EH;Fa%#Ef9S**9)}RlWE=XxnG7$i=?aIz3zc zd*HLQ05(5Tz0uO=d?P$Ji$-9l`uR;=axJfWg*;gjGtf&dv@Uxstm=;J?`ec*&=^kU z?f4!Soi7sWo%!!Y_n)8?zbE3R#Ou;$d`_DY=!lD8wU0W#AHn@=shp;$x92+plQ7iH zo!D$O$j55bM}odRH^nZ$&*8gmDB450>*00N%@I#GGqnzS6r#%tw2|-YUxNO2w>oDH zY;Z0XEV%1fCbK%0=U4rE$*s z7%HhTrV1u=`W^|7c$p)3SC=y2`}Nc38z|{ni6I$ZUPu0-w$!a`P!3 z7(*~rMZLodO_x1@)7^(B?x@Z_1@rIimRwYSkCh`TQ|DdE%F)f9q(;o*5m+zw74^sq z@t5N-Q?YMQkKcm<`&CafT3oo*MBmr&=o><1L(hhLhbP#JIWYQCv}}5r^!~7_Ug@3E zFGv5Tz$zV0j)Wr{Lf?l*Qk3;@_g}SzWIs-+Cv>koZKLeDNYJZFfF(kHe~-;FT~MuaQM3vJ%t30sfW+ zxqZ-Hj`!rl3$a+NsXy~|d^t?IJ`cBZiG?tx@%9b$QoC2i`fbHM-%PvKD(}$(a$e0@ zO3w2g4S2x>j^TAx$u)TEuOLbT<*I>jrPb=rI!<@6^Y0z~d}Uhn$xdXjhitl=)(PWK z1qNM;JM=A1=p%aNXGFM8ZeU3~#8^G~8h2<9#Yx~^^$5rHleEKI5=)`VKPRf#UpH00 zkKy7waex0o&k^|bZ7|>QAfKe~=?Wh4oLA^((r9aLmoKV0EjP#liKLX|^}2_C?t2;R z^=9nIGtNtXxbN3gE&X6sPw30L=P7?z=a$1I2THKXVnjPr*`;Bn-=-W$c|<+Dj3Z^( z3`aBl_*9duKR{joP0irP7c%F(+1b87bs}x-8t3?g?&BuzKhwpVhOmNa?rl4-d8z1g zqq(cuKH(c-SaY!EH|k@i^1(XG=ks>eT1%>}r`1`F-I?oB<8&lnxF=7VAOBY;KSa%z z%~fHb?-F+x-q80qg!z@ma26NgZljoaRFCx{E@Zr@Fx{_j>ANOE;RbpRE&Yko6c|6^ zdOO1>c2Id2%B@O|_&AJa01Rrjd5xcA-em-wV@=L^_?I((PC1a0(g`$eUOvnLppLEDb z3vBSqK8cqgBoB+-Nh!1Bh8F6oLJ;_ay2rJ${t`cR8Jv2nuIdm4Nmf#l$+dD=-$!Mf zH_h~3On!yNJ)bIi9KW6%d7^o01^UHiysBH+@KwY1^3>E{&2x;QrK)A>_MGnhBZzTx z9-x=>p>Mk#HQl~nJjYkntJNXb3AykGXv8PxDF=#W4~n4$uVl*MOQCbUsQ)XN@H`~~ z&Cy}Bk)LyPkZ*FbD4jiDrBTt0!`ieb?~(c01a z(M6H9k;CE3;gg}P&>s6RH$WoRi9ElViMhrE>?=5vLb~xSPR<7y%{RoC8FIryIdP?) zb(ybs)wj>N>osJI|I}0q=|?)cmxbv57OPh(%a2p_ZI@fyo-J2J-Knb|;JZw6 z+QvJ3BXs*?pu`_QyS6!x7v$hnYU4jC5#NFmT@5uJV0*zYvQQh9R8g}dMRQKjJzgg( zjiQAQi*Rq|HZ%dgP(PkT>)yioolhqf5kI@)VV5M&geq-S&F_?X7jh-(s0L4{mL`d* z6_fUfl~ZBVkL&3RLpC<3`(D6x)P>?y*PnNTvF*kTJm(oz6?-q~^k+~F7Ql2otwZ^c zL+(k+t$R#o&(F6{jBm@m^%s*zcTw85O1qY>c0JGA`uqZx^P0Mk=HsG0%|V@T!bDWy zqjdUw^ypEX8;!1ohN5DzT~NN*+^D zh3(>4D?Sc$V_U!-YE$1=Rb5o`RReZa31gO?d>JFY#);~ugR7)+{0nOMwbwo#N7`A1 zaF17C_{v^5%-fKT*6vLS+V=gtC#OI{YMBZ6)(N>wtu>yP!k+kMuA%vPGWU%Ar?#4v zHJO9%b6MlFM&gw>;|gw#eZl>(gL#lU5;fp6w`bQdjn-2=^0oK;Ituh@v^P<^%zC5^ zNP8#rZs@h}(C`hB{E;UyN$7Ck?%6U zURAv@$SL_i4Ej*K87F`B6>~a>M4iQ={{DH2XtanL@f*)_ElzETKRHhoyGo`z2S==J zUg8ZX`zc*TCDY80IG+tf@6uF2|Kg^9QuS}6e%!75IF+~MECZqxxR@34r!y&qe)Xp| zK$TYMQMRiH&f(X~m_C2ZCq7y)@ij#EL`n%hpY>^N+nZo|j-Nn3l~h-|4eoJga#9NO z+24qRe8%@JlCntk-Iyl-A9FJA>Qx(iML8VvR>{>P+<|6l&8y9j?S{dP!TD8}Gk){F zy@a94$oYpa#vl`Np}ZYPJ?N~8B+i(mp3hxph>aHAJUYjph4+t+Pl|sT-$<8tmFd4% zpjZWLzuS;K(^?+R#Sj2I1$!HAByYZcTeC?FRMZOn!s zGXFhl%382^0SR%lQ^d}R5hGbJ#;aBy-rV+K}+#;_LS_O5{0sd z@gnJ?Mt@taew;@4E{JO%Sz;1jiP_HlD$X8%^Au``Iam+(X@;TLjUl*M=6wKv6lkHg z>Y&?Vsn44vnxV^XEoPTi%^c27&zVlE_z+ERn6meuL?Uq&4EZH}K;fKg^~pPOo>5~R zqiHFHgTB`H3bu|Pq=!1HuFp@;)Jh*dTNSg{z1rvG&ZL2<DBVtzw z{?y!=pMy)fWP@ilyjBma#5=Ou&#H#<`sYdN=oFfbz9Q&)m}Y?gTy!#jrU!gWclt2D z|6GXJIwyW2l|g%z)a~Bqzzbj{f1v(qxx3`H6e^rxcXmPNw>ctgOZz2lP1>%sSJI|&qN*)_?57zV zmRgpM>aTop^RC+M`0xYJGX%Ab`jA5gEANInVw`^>9-**nt+Cv~mv>MYD*C02H* zTyc+2Hz)Tnyn2bwZZaf$uxjCdP{tneMk`F!?e+%$OYu3!>~S;u^#0CnlRYN;PZ6`f zT`ZaL8xnn0BPU}Kv$e0Aw5}36pOqHNHfdd-+I@NKd!9XA;~}?fJ7=1Y%~H*TpaeT# za#RPsJ=1@woCoTpj;C!(D-!-QblSYr6Esy%MXE*8B1gi{h99C~e=W2v?Mt)wzj9#7 zmwLa*5MYY?R0OptJp;U|tGSdwMRq%Hj3#R5;gFQo9)TwA48Ht(erAD>M@br*NqU2S z#qCF^D?S!iFK7R&pKYmzTy5^@c6$BA@k+E|XY}KHX>|WIvr&qIx1-3gRJ4ewG~1dL zpO^RnmUTTX`e4e<-R*E)`)Y_)SY`H%=l8pe(;8>J0~%dk4c|sh(7~qed*KZcI`SX%0`H67L%q)4 zI`y`C#_H;UzwyM8Bn6-a&@ zmiwRzr54Vlni}{X(}PXnSKZY6!{Ngp$OcPwi(fmd3v`Q9y_%Qu`j1BHhz9DN```lg zbq4kG5aI`Xz7L6fffk|%RA;QeyF5AU&b2kM^%<>VJmo0g(Bgb`YN#geS8?5)uLZvG z7S5vQ-K9l*_B*89=h=MCYx{QZBni&ZBgySEm-cdPD2TEb5|#-Ca$AAtd;l>-;rix z(Innz_2{IFV!pyx{>lyX4R@>N`su;es3B8m?(gQ6@JM)6xI&~;WJ%&LCxznBT{?v<6{E0V$w zA?)>(vyY?+7sRpVg7-msYT8izITh_aI@&$@i*8QtVU-Dl^#si5cloO*OknQr-~ zG!?D%)mQL-AFDlU=4{bRwB|UH?R)JqfBvWaoR8|`FPS4*1-~7p)4LJFJdJW{J7#Xb zdk{>ZT#^;z8DI4coqnAh}=2fflt=EvW5#_LcO-iRN$Uj_9l_0%TM z4n55OWdD2flnZC*;b!vct7HCcH$6@p z(>O6P-d@}E%r`QYm~~z3PMf@s#CF8D z#s7hF*5-r%o>Hh3BLc*5LRJ>GN!X>Lc_xzmcz=fUveaM8%=@P+WM@QCm;;a#C` zLVu+lhU*=rhdJQ3ACnP7DP7>@Kg#dHJj~5pr>>$dE(h0p)aNoyjkQ-sNXb*KUk#_u z(u=QzadxFX3MIYi)!z*F`J7U&Om4;8KB~sqyiR|>Plw#}uKMm+?5_CkSi$(wSXuZ~ z+xQ^0bZYhlE0 zQBh}$XiG)TM{PnmB$9X4{r&?1nUv=b@(>=muY0u`f?Com>gUcchtd4%4*Y^OTZfws zw&{&kzmM{2ra*0GQ;~myzZvV_AMm>O_?yvZafLHw2&;H%d-l(sctIL?=H4c%D z0*zOI``5*DTnAB3_WsArA4c^y)x_MFq0W2!-Mdt@<7I&#oymNY!Y`M>DG2 znf#^>nRhE;BD|hl*2ENFjeK|I%jJbK&#kHF&urJ1w1I40)S=CW$~-NPUZ+Ob<8vFN z!Yn3ceg^YsE~=!++26x3KKIVe)=j@@>i1=SERUFmDUkDL_9k=pgWx4~p(jN-x@IT7 zwxwv>xu2d06`eS%DLKQ+V?3$de zTZGz$nulA;59PQ|eG{n^Ed_(RHF`F3OonI>c_Q2~TqpEMs3^apOZoDp2AITkZhJ3N z89$3uEqu>Y7`r!}p)MG-7FfG>c$gt3**@{#Ht|r}CDv|Kg?|EbAL#Di$C)ZSuV$I$ zwA`1w*EC!UuW~a5-aTUVIz7dcoNqJaiC@jQe-q!WSNaaBwhKCY*ko&h-$;3R<7pF& zvux-&lL)rk59P=5jgI3CjzD8)Dm#Mx&dvVIf7xoz@e{Kd<7^lopvHVI`&FI%>-x2Y zCjUv!YHeY(oZ-C{YC6?PRuxH(F@n2|4s^%)^;aF#Su6Ao`9+f!w6CLS&1Q?Gb9}u? ziP}$OeON_)jmKfV#VlOgQ)-~1^3isf`f#_TuDU8oOx+1Nm@lSI!dN?JIg)%|~Lhq-| zqJ=1w)|>n7*W43xR7#ELeP_uHVfk&8pK`s)jN^H%%_?}_KD_L;I;H`b`rmLa)m3tX zO-;>K$pwh;>ogP{y?d3CkNG4ft4wcEjV=i0ws<){tL|N+yDZ6ZV7gDV7N_JKmGeIL zV3j-Zi7i^wWRM9k**6niXn{t%Gn;V4#oVYq&c`>|6|qkDL40fTmnlxIbcjdOOy{Wu ze!YOZv|AnVp0oC%INX;0wH>tVe`)s{mOGi8}HmFZw!3_00j^x|bH zLe{~H+Q2@~(6#sR`5h4dgFQ_>b*qz{{ZH|;t6->Gc_r=4n^;{$LGX#(GuiDJ;*%Tz zqZy~NT%KH?Tg+l=@3Q&+NEvP>ZWVRWW;{{gSM!4D&zd|0BK#}Q!DddIhd!NhUA_Y; zCE+w#X7W~wKiyL{xj_T;-3@%-DilSv^cF24d;R^ash-hCp359R{}az_w#WNA^y$#Q zv9dxC<9qsh&Hed1#QF?f&v~!ra8g+@?P?xU1(Lr{3h9C3=EqOLu6}@91&%M1-R6K% zd!9OMqmsrfj@Wbsgm76>9Hypx;lb8?sHvzYZxWoO>8%*T-oO z<$R^*Z3-dzhyTI*YUnnJPBugYok9ikJWc(VFB12e6~7L4Sye|mP_#HG9yEq`E#(yw zO}jO%Aui&{@W^njNFR=z*F^7*4zwZs)#$m%&CyysbE<^9gwLg26Pmyq;wBjLE|tb? zwa#pa{0{tUDQ@5sX&1^nWq*jYKZ~RyH@SaZcoC>`foTh_`$j-c2YUfMJcg76Fa7w+xyb3;bvLA6~bCROTE1b^3PEkX( z=>P90JK{B7;P`VZ?fwW+{cjPqwf^`s(e#A*r2kYyhoP%qyQSmQi#@Rv9o&p(-Ih@l zfHUZ2XG47667h%XrrUdd5BWb2*)bmYtbObj|4Siwub%f+*=nI4VZDB4Bb;)D=efW< z;4HPzOkKwtx`$!7hqn5S^87$fn16cD4Ehu9T}l27r_H5r&?UU11M_95RM( zWUwxFkZnW*JiDIWiH1)3XfZ0e=;b(h0nReoadaok_bY^ff%LE*JPo?#VZL zhBGGNZ?V61yid9q?BQEc^EEYYGbsJls=x!Vlm#;Q7~1X^Oqx6o^&hIseobvY$Ui^q zahYSsSh!gjIy#iDH7olUbV{np9;|1ci;+JF1;sx!@Xc51R z%X=Ylcj8}sMQ;eyuQciPaw>7En!^7%k@Fnx=CCTfk$(DPQRb9w-Wk*$h24}m{A{mJ z;&U3NN$R*4^|hU`U!6sw0lNJU)ki@;S4Ic)qIekKU)R&AbP|E5I9H3*I4dFeYn`)o zzBbcB>~z}q>N)qB-uZ!6Z;f9+QBO}0mtXexUc|(_BA2}9jBodMlU3(+b)qjiMIWk= z)|&VH-W>GzxU_Hl+dOA%l9Tp=nY@-MUDWi|Q{py{t(A#hbhpZh%R8K~A=rpOHDbiHS8lRnY#(%CFpjY}OmDHyxDllE6u<0I{Lij;3f96n zdWe-35;rFj@hkB^ed;l}y&B)|54rEv=2VoEok6*OG3OuJoj}ijH^i%*$*KRzwSg9~ zlf4CZgl?cvS{Bz3& z2c|-V>WFkP`ql69bPs`Q`AdA!TL1Qg$%TE;`JE(cwA-s0VBxH$D*+R+|5?Km~tWz`7|M@!O z`~P)4&gs7Ix$kqXb6xL!t!NAfMv&T^J!Ix$NK{WeT=g|LzkW)D{mZm z;a;-#+oXxoA~t0-hgGt2g!Pz#X;`&DF^#5cAKhvEPJGvhDYlX-3WbYW{7iYn*AvBev z*g5y3k?zWl(F!NoT}IfUK0llMHV%A0%o+w^SVFhpA?RTqmy0fcQ;+WY zIxY4tdilK|-)^3MuOE_I(^Kv($IQ|<$Z^l}P2Z`);9%UVN$I_Q*+GrxPvy*v#%sE` z?>gc^61jLEx#|q~xg+aaJo-1IM4>Xcn_iHY%g#93$eWC=<8ZRZoL*4Y>wx>iQ@eaP1we2f5jGfCvF#8dea)~i79v& zER7{W9Kse>N4&&q;ux+FWq2UTXj3(CR`@w88-(@S1bRql1P|3mn)LhfBN(0&X{>|GTbs3tIoO<}rR#hO*~ zDi0z7jb}++AZDqAwR#I)h1UFYZRu8R)brb!pQ=5KI-LLNGW_WocI{=d51R2c_h8)` zQdnlj6nfc1;Qk%F;BW94eJwSRuc8Ayj&6pgN2gsWg1SO%&^juCZ=eR#rXXx`d?0XeKg$Z}|v^ih?+jq;sTK$ursy zmUZxIFZj~aE)Kw_&ZAF^#$Rp`4SpM#7)$@Zg067^-^qo14I><5&FU`SeH8C_(j4#e z|20Oiu#ao)gR|_wchMLnt?9ns@QplS9)m~+jjZXL^!iI#)jM17hJ2){cQOy3ehOW^ zng-B^hrY3xvQNZ!-HwX(m)X86zObPPg<6%XMHH8-KT%ip`yI*E{b+%AhWfK@oWSC` zqG}Wkqlb*-Z9HLZlG$S2(e4)4xL?^o86BUOZ7e=%FSUAhS3h}O)emRLE$_^qe6Kw6 zpLO8e6}1{}Jr>|*sR{Hv8Kx)N_zR!ct!8+jOqGUe;jNSr^CKMnO-@58dAcz;YtCcT zROV%sO0A#yd-`DC2Ewo4Dfpkfxf9852dk&ClPI2=l|O;@Sv2v`}7+|4WVk$X0i1AaE2{<|d0^x{0#H6IYS@iAZZS{~;e@Rnm)vc{3! z-h&Ty@bA4yu>Gv-5IkWp9l1Z;NH3PYK0Otc8zWNdHT=JlOui4D^HOl~B1les{2f91 ziDIX3BQ?)u1Nft4CA(t%(w)T_x7Bm5xgPZ8K8=(;jNc$VQQk(S&qG_b2S-1GnVH$@38g!fYz0(#9XQhY90A?8#t$@-hO<^r5sjj09b;+dqhTJ+>e_+v+Fx0D1r5&a*` zBHdYj$~MNjVl7tj$S(o83yWy`Xkl;JhYx69U-AO2tg6fJ-;7Vc6@b==hFB`VY4Bjb#=cOn#U^%Ue;^RsP&vWU!Tm zUp_ves|!lfQVvgQHBCo*{=|=4qEh>_Z1s@;)`7LRDa*vqYVt?=J&Cr|NbK)xY^2%y z$e1tF@6YgTEzB)^ZL-LkQ^D!pvTimOTl$CmwJ&HhZ-eLOWV}rxsSih^k2TuE@AXAq zER$P4TUF$T<$jC>x#!A)>dQycgM7cgaS%D?I8x0pwV`hFjb~+&&cXTK$M@#58GWu( zM6jwZO`;>Jak)xP?~0OZ1V0ZG6L=+g=P|uo-W5af18J(v`bUR7hG*+)n#wbBH5Z9` zt${agONZ&n0}%QDem2g}SPSc+zwHZua(`=e9vHuj+&mHwxE4jc6P+RUeTi4% z74pVZpWY50hoP@WqqzHvqu2-E=s|+-k7{0uf=dvJ*ya{(+bA?$x ze~VFgoH0Zx-Y>WbLLl$W( zSEwtT?B~wI+&T5Pr?475Z8x7o<7c@4^WIIP3rzL@^Pb=}pT1!xiK(0FUYX}u+~Isr z-j7_>lND%xwxE5jNP9Ti8vHajhmG8`ChyR9)@u&#^cX%gPNZS_0d^I4yD5v%Dt^hg zSL^6xZ0L$bBsruly$ZI8NN@aUiIbxv!=P z%;W8tECc);eBuBa{5I<1R;kLGYTozI-cOSowwJ1&^(t4ebbh7>(E>K5uhcyJLwv}F zY+k#o40gDDnKMX5H?Vm=%YO6?%xS|*4IiH~MFMz%43phT8UfBl4Y)rSTFV?6bYTg)~ zN#)_K!SS~Kz9a2!Pf*;41$~(7-QxhQT!=1Yvv#C_CL-pR%UXF9lnjEa+mXQj zp#OZphc|=g@G;(n$)aq>;YkUW&IwR zlD@cBN7B^Bdz0;C3d~Cn-Q$d%;77V+Jx<0ODh_RTkXav3_>JWDv7Fae^xsXM$Eu+)a$LBU;32h>RusYMH4eLfH`+N|}c9ipRA{qvOg_Ety z5dRM$p`7e51FYxq{(g*=>ct+jcTvNpr7E*6WL>AGM?UH8DuaA`nBR>;YsP|^+r63$ zCZ2*_b5XGG`H*VS0=AKL+mSEnV7#O+J@`blYA8HA8xN1Y=?WNfwe$5j)L1;~X7BDq z`5#5eUqj(PgE@clSZqk|*cmo-rH>qn-ybf1>9B(D?+0Vr;`_~DRVD88HJ&un6(-kaJ$Z+3DU%u;M&7HL4M@V(k z*cYaWuYKIO8+KgdTSJR=+RYj_5YxGg2X-b)-K{vq|LD($ioI*Y{;?@qRZp~bss+^} zBW;XYwP5>hN5VN!WaM$Q+*AGH{KE1W{(cL1zl$w!3ful;uK2Wg{-@#86TB0TIX?{- zUJ?rvEA4y`@HH7JbtwJ@*MG7eu2k7|rT_n853f|2r8cPF#P02?{?Q?%;UQ$xD`<*$ z;Cb~AFc9lIcE>L+Y#`vRNT!}{4TXqHaEVa_uR+h75TrH z4C1|EK}Yp0yMp4rbpP}5kQ-TWCi0TpiTmB+)flg@!Vxd?m&@tXHzm%Nlr>u&q=j;p z7PFB3BI|N39+5nsR>ncb1>$|~#}Q`9>->N%?ju(J`Nc6u1(&yZvA+_>SsNEkO@eda z$KB$JW{D|U#LD=yOq*43V>O#<13t^0+3I^2`+p|O&=9b2DCpk_HE952%6;!wzgX!v zmDY1Zn6w>gvkM(-XXhP@V<+cCmF@vo4n#GFknFGLqkdX+$Hy{x%4=*+r)*!?e!AcT z2a!d3q;(_@jTS$=}XnLK-a*m^WoZYuwpN= z-G=VCoV{!gU)Ynd_I`N#pkun%^L+XqM}7b1}xs*BHyfbF+y4+kJYAcca*r&!&T%R5d_Ob3ZvW$Iy|EHjeVDH%mhgxd40d z+U*PwWX-aRvqj|;$_9_@PizjqCYV<%spKeF% z?&gJf5JA}$T#bLs zWV2d{Yivf6>IOoS3lba7yY=NQgU; z`s%Rbd`IVhgJ$v&d>O~Xd$D|*6Il!nq!sL@9!7KW(1z^IwbUJ}Vr8nK2V)%;t_|c? zHZ`_lTiV`t+R`)jrOWqbZ#s<>m;QLc!3D-2B+rI4h;3=pZAGxQhpl^Ch5ZZf@Da4T zepY2LPCN`3zM8Cc6J9({&E#v@0#iBYJbxc5(srP=8AKjCm*hB_l`vgK9)uT^@>#5Umy^D3;)7XR6Za4F2>y!4p)ZNUYuX~;8*P}#i z-Gf5DUQoq4c5`=YnLO^~b>yC&PiM^yHUe#VnfmOs}TX zBB#*EuQP_Sg!ZEIbo9$TaH`#n-Mrcj?zN}AbfCZNLZ?jM;n=H^@4tla^lcWbr@`O^ zlF?Ph*(9iA(Z%k#YV1cH_}}+5%f0c&{ZaqJK=_H|&9g~MBS>G#LyxXK3p{^B>i9~0 z;WxCgMey(~aGyHT6MQQ$6qt&H_CM17MPPiCD_mb#@NOr&+)Xk|1%k)%-4{tP^IYc} zaf_?i_SV4XayY(1HOH?Wf3?QLlmE=01dsn`g;0_7U&e-RNlShTaWI&-TMZyTXoc1#a%o4jEk8xA?rfzw}g_>@A!=>w{} zg5>sKrZo*{YgdhBs4;rhm<-W`bkWRxwn5|CkaYF~Uy&vgQ524FOtJSpT%!Y=*wOxP zk1p@zRleWObvv40H{)=#Jl3xU6xvDZzg=ALg!@4GQ>65nY*h2jbBXyb<5x*^?yurm ze*@z=R)YKAcznW}*5Fb^X#a;-{ewa*!|6VSxpT>P$x(b922P=`MZ-^*>)YIG3~hN7 z&1X1$=sXv{IGGO*`9A4gYKj@MtwZ@NBnKJ@qlq1{0$911=JmH91h}AYpE?rOZ~{i;id-S z*K81EY0y+vWC-T`Oc83yj`33h}hE%53*$0o)1HpkDlHKSc%O()dhAiO)3$qqBa z9tGZXbl%_VbfWwpUX-}=XN*tm(cktgdQnSo*~#dQUJatpTx5)42fByN=LtCTyzwH~ znP!&)lULJ#2OC{kRknczwMaeDn--HH=Nq%h2`|CPX{5=g=#WpNo-fi_=b@mXf6>Pp zkj!IQXa~a%gafG?I@rC3vE_^=RgH0vtK8{)^5G!V^;j_2#|#g19Oc`Cd^_{Jp6qlx zNWPc$@rW_im|@HY@e4uE59G>!;Y4cLH#4>)+wFk2weWxHoz<*aff6i1175{f?t%dq zyYfKyh^^!>bL$D}4*>nW%j;Gg`??>olJv^df2caq>dO(^l$DtG1MERTq!g4O}1RP9u$b@w#cKz;m!Sdl6e) zR^|+A(#zah8eF;R#C~B{r-8@oQRq`a{Sjzpk3uI2Z1e(c1Hs)0aQHZ>{VV$)ovbCg z6gv5T_MWCFTm=d58@T))x&L{yn*fH-An|lWjcc*weSk;YLo2_Wt@eU~qg+9wxg8IB z9?pDORZ|wy4n}XY7>2t}(7OM>B-u~vxMh_2eotV3=a>rN+%kb^G&`xjlT1RA&3I)-oBvKp*x}PhZybMWebvU zcuwfw&t&{>jmXH~8^6*b|DgetppeleH#4?_G0}-b|GT>4Q6z>TDD6dsMK#vTvFtOW z(BE`jioCM3NbUOk5$TBh^?&#^*9yLDJ*JXP9zcI47IY>xQ0_yEUa;1A=0DwiGxG}! zpG`)&(X}VT-$zMdPdYyYXC|P&qhMU<{vfM>glTJhU>J;&b&2&Ap_so37(^WS^}2 z0c5-2W#qsqU~~pP^(Lr)n>6+|UNg%l=`|btOkcr+&0%LxUl+Cbo<{#VUGsjFGW7aF z6#H~LJ;aEAE|SIV#ri)320uhIqBqs{>us&c0oLYJbG``-ra z-WBhzPj~y(&VCMmJ}|p^jt{K$0`EUJme7B{cV6xpSJ?l*+^GgFtgiVtAj7W@64oz9 zL$B&vkGin8j8<3QM;bV4B)ob3OBFrmM-Inv7YgmHVJ=&d~6CazLi!0h*~nRN+Y zNFR^cYz40rvz}Vq_mTe~_-?bg-F)J&x`tkLDX2IHEDVAFC!h&OS&h)J)EJBG7#*$^ z8nYF@!Dhv1&Re}hfz1cvgQt?KZ*;BT{YOUVZf$tnn8jlooF{gj$X>^y>O(zG=xN|; zpwWjMmwKVman~c^l%dIGo~X8?E*#j{`n00I@8fw71~o^yN`E*UoQ>Wx95!DCc2dRk zVOa12>OB*uc$pmcf>+ZDS{_a4K^Pd@TcGzbx>ag4L<^bJqCwI1Aq2-auHZj9`MoqJ>0RJ^ScW6}jPh)f6!V2sNL-LFV6xRMo zuBkMiD!+&NtXl5f)-!JI+f7}skzdz$tXEtm*V%w&c~jTf-gWjgn_ejI08f4)S^MVV zSyJzDC5~86gnx6s*Oo?8p0aYbl=Q9@3Egd>islXIw3M^0_GW7~??{a5|3if?ptX2306aYX8OFG2J~T!?Lj`-3St3WX3B%ck1fg=F`dSW2p`Fl5fV!mKq6* z(fMU)$KPnjTC}Uu++ySZ!aU!GMZx)dJ@qY~`(`}!UQ~aEPa|#ricf^f?10B~H~Nu1 zPRAGH*9a|+yg!MY6L?BT(d0nnZ_!=%1WnoJU*JmWUOo*&lVflf`%ifIUB+bZA4Wl* z_1D+=JQkR5Y_>I2cWMH+qTlRe#9|tmF4Q8r#F@n`&T>A@XD6a4eLz`vE8GFp?g-bK zgQqRfk8RP}wzR1(zR?Gd8ARH;06vWd|Ks4)?ReHC5??Yp^8ds_{=3O@UE}$JA4A;l zFr$N!tJVisRaWyK)c-HEzZ@T^2`hpl8^e|@;LLXRu642V9q4887IwFnrzr4`Xz#!FZ(Uf^1g=E?>j+K`bH&(2 z;)OcN%J=qu5BR&j?=8bU;+uTLDn~wwH6nV$>1bi}@6hT(@9N6=YLMCH$?p^Sz3k9(r`af;vFeSPa3A55EKZ+5pzZ9qs%I}oqJ#^&9i zxNE!wuUog+rO$NrgA3U=R=z#0*a55%C*Y_T;GF3wHOY!S1plY{#Vp(*yz(cI@weSt z13oGWDESH3_}1JP!OHYY{lIw7?#{8t>9hHwCwjpVe{A;u9X`3pi;>mp*~@Lrd=IkJ zeyB$m5R{tnoBOl|cwB02VporDbh{a4k0YPQHnI~0+k9!>iplG^Q_H`?C0Aw^;FyJmtsk8V>Z4dCbN&r^3WkeY=sZZ4}A#LUPsVo+g&; z{va~;z0>UY2)lZptG)%!R`8oOFuPW$%f8_2a1eDesbClz(?}FN(R`!HNvVU`-_z_3 zk2j$g|7MmSTJh&x>0b9t#j{vfZbb_pGMkyW;^)>QnO=45>;_hReY={Nhjs029Y<|@ z9ciruj#UhnEIbY@SOjvarad-f5)?bR?w_J{qi5Q;4kAhFt{8q z|Hh6i_V@2y?=PR#c886?)iy@zibfU-MLopxMp}+Ucq}aHgA1k(OC*R6)}yuWZVra( z`SogCXgLZR-90w49A6r#50Jjg@e#!ad8DfxS6r=M!BcyY$)n$H2Pz_&#s2cAnJzWM zkBj|Hr-@mf_Bjyss2#kwpm`I~-uv*CsUUl& z3yS&t?9TZy?ZMd7npC076%vF!Gt|M;XYPjKO82y$6&%E@aG|~BB#av9$WnkxbZev&AhXA8@py}bLd#y z@j&pFXvnVKcPwOx*nq>^H*n`FR3v@M=3Ajz;66I?H1~Se8odlQf)k0Wj0PXMD|oeu zvAw;@{&p;+nl7Mq-{OgP@cd2OzZBf9uyPAsH?TDx9tY=7fFHeC6ndiP(OTm5ITps8 zW?YFLPC|KJ1=ByG;^}=ETfjMV^vGnd(G$L6Ls~_8UQ#^L@F`{o^rd?mfzjHkrFowJ~_P>$3FNxo}nDygqwBi(!Vt;hw*g}FFj60oC z*aj2Rb+zwC7QEU2*LXk7HBWZ!V_?cbAfUbVi0&47ejRw4sE*|zE}rS|@^AdV-0J*l z^;f~0ax1hNpZp!4{MzTCk)e)}sh=Q?#J@Mm8r%t!#-r4sOIM(W7m?%7cRm-tiw)}v z95D3i0TBBv2z%8k%q?i~hXrkmKRvYeW3%|h-RfDJ)<*1jS)1Wx*Q;0^;{UqHDxBu2 zLPcVeIk?cUyEyL$R)S~IK6kf!+k4V2;pHZ+v$6Ygb%??>K_ z?;?KaQgrfn^d|7~J{*|osh{%H_ZiX1uQ$TyFT|zJaX!;Iw!m{d@ns-+oF{$&gv9(ooXGav@F0MW*6M!arE>dH1sjF<9YOG zjvWo(h)pYYrN7b9SPG&mZ*E?R8H(Juw;ikAx&1xQKIR#GYhO^%=p9=dq2-ZmB18Xc z4v~LXnZs&VUdLzAxm&}~@YMmHD7JE0a%3H1?}$E8(`;fp*vL*s;;vrr7XR%-Yy+{VZ0L6l z%)C}H^WQ;t@F;pvY}=s+BjHBk+)hG429SDA1x3R_){S87UerGR)z{%mcwpqS$Wh@H ziQH+6PIZUZeQ?*lD9JJQFnb%`7`RTY^VmKD35oBCjiSt~tJt9a@eIG&m(c$BCn6(7 zFMrFu-mrgx_s9j$!}aMTp6IoaM_tvok)VGnD8_PBHStNwUrmSQe^^*b zJ$<4r*0)mi-FIyvb^lP%oG)>@M8$*}$I=i?TT;+~d1ey0dc#~^Ln(4ZBAW}U5_hxE zFTeEt@BA{h<>*xDv-Pw41~N0RWnM=Q$Y1h*EPk;z-(HPng)durl?=4`P2yOhcfk44h?;(#Pyk{C_OSIIrNN zC*v!9ane3~SVxjQ2NV$%(KeztMT>Zs>=xT;?7MaBKr=A81Bi%!a8EeCx6zTj)Xu$j z@MN39_T&qt*G1}l#zq-AF}mAl#fmI4^RIoH?l;kZ{{)F^$prPRMkJsn#gVwOM&`be z`)yF*ZhhEPi_Vo=vddiQ6KfVoi@q3Gd)Z#U>a)4-v#@}p=+FQ9ete=?|BcLU6YJj8 zv6&?hW^UA5KNa3~kQu zA}Md>YSAZR|4Yn5KlJ2;!di5+_lFkrG5TaH>loS?TJZ;J6gXIHZL+t4=jB!@_+IY1 zk+Bl}l=!E}>9Kv(ENIJmo~4Pk-@z3lNkxu|4|yj~7+cDEh3(-d^NT$tSn_QF*O5qL zw~6$*2IT)^Hv<2^IREaRiQa2qzqcqfzwnpXIQFvZyZU51R4S3s8~IK(Z4X_I{r_js z61twsqS=k$!<$y>jpF||y$(*kUW{N&w8coCADiFzX7R84)^*)jb+&Sktw6xW=wE4# z-&{TG6Fq8???;CE4U}m?WAB<3Ymhz+JDXvmO4I8hajDf&0g+ro)ef@$2U($RK5ysB zTcO6aY6KF$aP4Tvp$&^bz&BQExwTsP-w55z{UeVCFJ3QjKNXFqqHLkEp|kN3d}yV= zg#mx!R<#S>6FWjUYmP1LSY(9FJz@54Q{UJGd^Q9-!PQi`NaW?>;whtbq!NE@LSOnk zac>oPR-)0Hf!^&rZMa=_sEa)cS3ejfh%apbel@homhg<->h)8A8(~q`o~z~xpD-?LopLc6doGsI<%po=M6Q8MjNb2lt{37 z6KfjTySe?|0aa>a4feDKu?!tx#1fZCk*rPNH}U$hEkweL{?rzX?C2Vi5jL?~b*z86 z`7gKHUzqv(sLCw+`;4c(-*ey2nlVlc*>z;Jk)+eesOON{5{ve~LRw8#_uH)2<7Amv zt!8YPi#+iU_H>oC3C2Z>PJG3to}h)pkOpBy^glaKan7kbLm3R}fVya@3qCvtC4VRuwf#5YD35EGgHezY?& z8;@Fz=$x^w-;JV1Z;r-%m;Y}EOE-b6$o`Rsv!;=P<4?YvE?8^!(*P!`j<3a0qm)Qn~Zv~}^ zKb_!{;C1Y`R~VNR(&I=oy~%tYfU&dS>bGjI)dVB435Iqx1#OW9Lzk<4w#l1##dmYO zT2RN?&hOZ@*mggJ2l+pi-cLN;cW}L2_3@49O{p>2$5WlbH+*RkFEyGDd#QJc!HqvC z@qp29_J`4(*hAvm2#w$JKfJB$DZ?Y;Fj9 z`9-A9$R~5ne;Pc$#~26ZvUk@zLj7*BVt4v{iWP~C>lL*BEl(3p6ghECA>+lz)zbX- zhFyKYwxI_q)ZYAeLWf$TNy&BC-}fVb_a+}4V%MUD#G4T-P`Fv> z``)0v2k9YIRr;Xthg*dnaD6vB(HOm0jlz6M;+|Q+R^p0RY4p}r_CG!YsEcIMAk6uOSR6 zWfNIbaI`Tjy0m%+tdwQ zbhGaVfs#N#wdEqxOum!&fW!^%;0ejUKUcx!$Y(KF?}=X5GIAOVu#5)||tWqC3ZS7L7P^ zz=mi~B&Hl0@i#`Zj((q*l+gC9eO5n5;zcsYufXI-_*y7bJS6uT)n1A`^JTdB*@Yf- z6#v0Nyb7WJiDpl4kRIM0&enJw?l43Y5RG^0B)0GnpnJ0mRC`Bhyt!{&sTp>g&hf7Q0RCH&>7i#=6=>*G~N4GscTzsa_QU``UkFCM)pE zMbvWs@_)zkBCwtjQSm6x_`PN{fsHg4(nK{!!btCr#LFkce4glwFIC6-LA2s8Y|AS} z5&tgl>v!)~urx0dHTk`7d?SYPa}izdxpO**JZWC{kWWFCXzYTm|t|I>M=t!Or9@&lcxC2B++T(&Gl+`$dyvZBlSEE zvyzE7>t-#x7nC=&m1^(hk?%x{#aWqv&EsLzj;5tHdnz zw?Bz(9_as*?boTECb6cY$YtY<+sr;s5KHq2<6Lt&$w+j6^pOtWBr-vD+|Bl&Dt5`- zH!^Y}j9M6p5=v#|Jqvjt{)xodB=>eOIpQ?@J_wrc2c>u0?>h@w{08Sd_sC*Ru5pf!B9L&8U!>c{ ztFHEe*?eVQ>7DksYIRleou&61HHx!>Eye4#GEpk5M>${4pT7S~u}+`+^~YB2Q`gAr z>eX8Y4_ArUuMoLk;>l~PdcCe{73+&qZXy#W9on`Kzua8>aw^WWDROr@S=0TkUU#c_ zpq$LZWNIEGSMzvTn#UIz*QcoVc&gfCLu6hLk|#7!PHMm6oBP{~cCNC0vF6)~hfcoR z2JTwdbEHDTS~L2)pb_88l>6HLrdwUQ#(iciKpoO2`c1LUuh@a?##5r(9uvEkwR#M_ zNzU36MFewls9z}7{{=gih`49$*;CG;50mZ2czcle*Tf@5LkM;r0vq;$`E6lQuxV>j zL;R=FrklXH)NyP;C$5Fsr{8;|>Thw<&v5ql@cx-JgD2=tchPmO!Ko5InOv{bCTK-l zYAnv8w(+-Y$zN0@_(`VN3UvT}t6F9JtG>-zS(NFkP^-v;E>YVqM@^Y)l~rYH|Mb^o zzQ0I?oaEvp2WPw-whL7UIbIcv{f+Hax=6)~wW@vnq2J0feHFfv@w`yIkoV;Kzpe(; z^Qve(YD`vn{0>>uw-{rK>KfO`q#mU%$8dEA&QuZUI2qTy^jhdxxs5t`4OHr=swl1e zLubyPRp?l%^6OX5U+59{r9PgERq6ZM`)?gT`NrQBYbt7~?a@dF<83OpQ`M$jWha^2 zUG#hC?&#^-2g~6;SdY)1dS&F3^os7{Xsg4DaJ;LKJz_GQ)gr>dm$unJR?)ytWn z64cG=Bvg-^)PlNIy@ZLzWOWqoQynVb%eb%N9`(fUsd!MAqlZ(I)9MU|{0tWj5WANI5^d#K*9o1=|=*-aMw-u`y5ig5${ z=A6oF)LFdCct$O&w<_mWekp(c7xl6fhE#>Co=Rd(LCCghPVA~)N(U8DIyv@n?pW1c z?(Z(@^(XgtOPP*M)TK+kq((9#H*#b&G?Edyjtcf=G9*i?Dy0BbfVMT2WnQnV;!1rr zwAS~X4Slmwan$qsda^1TR5kNSbJuODlFcr1DEE{@*-dwi!_;KzCl`50)yd%be6{~Z ztI>3;472-nkeViAY_@p+kJaa03VZ&PA5*u;Q0Yn%J&x^R81KMMur4(#ULirhPxFb* z<}Y$?9g_aWa5lF8*p+s}xAu1Kg2#0&WUtgEN%gG5@abaN>CgpMN?@{Mp3jXyw8vHN* zRV8+{3`MLfZgqXx`Hj_-NDca(QO=HNZ4dOck9^7#WK<4uoN5dQO;`8D=F^(^a@RMjk3*KC=}iJz&>G}qOp zsTnj$MS$y61h_=5=;>yDoZ0lkIrhav+80mOTGs#8p0|n2(ne|pgd=PqJGy}=-i&aE zWJIsUt5)Ip-{1r9Tg&Hh)4Q$wNb<(1g=7{FYa3L1E0nqs%`-Om#7I^99Ba{(QgtDe zyxKmTxY6W9CweCNMakQXUE(5=S# zU!)(z?)xNtA-2(Y_+Il_d@|Agqkpfa1*dz(Hm;PIn#gx&kjkzHUyqQ$BTsyZ^Zky0 zr>}81@piJqtGgSglHdXM^@w7>Pqv$b!9n^|q)yrScJ(6l;jU2MBzd`$)FpXTJ%{Ji zHhDu$pau4IshTCf8*BBzNG-OYLcF=((~DRhFxS_t{U$M zwI8lbNT4RDn%#(8z6b3VONXM>TdKVPGw-A$_WPAqvu7nvC)&ldIVJ}UWG z-N7a5X)Z7MOO3gTk}7V@T1Fk6kn1|?d%YgUS4-Wy)g`|h-|OZ0S;Gdkmk5{qu4mIs2mfll3N!_~pRIYot^fBX!(#IW7Ii@*3s}u7y$5gMU`b&-{ zi|^$8q)(qLecF+8zVVE2Pxq@F(~M_|&+^R&j601ns;ORHdWD*LXXu!Il&*dIsQkU1 z6{xQR?kZ39nYw?otlwiLw;029v^>e^sSZtQF$U|ZVCIiSSL9D%?3-}y8P)ynwd1#_ zymnPl?`8=2I2twRfqJB$Npo^>YR6U-GVZcMrh2o;gMOB@c{domj>dTrDQGBtr!Pxd zd_tWIePUPVXs)prMbC+~Gx16r7Iub2z?F#ouc8ZQ#EO}SwsgYF5ldHkRQ?KEeq_mr zz2_73`NP6zAAeZvEwQV|TO5yca3*;ri3^M0DZYnTkm|8f#jh0&IzEi}5QDcP=^N3F zpGIqEk@Mase@AYNzPXxAS)*p9sv)(|lhi-i0KM4|bxmcGjmW#37#kO~r><`V@ABPH zomz!fQ09|${H1QOe)Z6%I$qU6n<6<^)u>r>HQ6;i&;B5NN5B11hTal7%IB~-`oJ6` zGHdjK=%7!S=R-0QlHYg_X*99r$uz&!7;i+!5C6E^=gHcLbQ^v4CD({v@s{xpUh=jl zeWy60r_A=(Qt*f=arGtI4FPi)I zW`5U9rHfQ7+YGI5=F{r;`D_b2(e%HykM5DW7@_>@TJPv%MC_W$u>XUOx6G=3X-^l@ zW>Q6H7A}yrOioL@8r5;0!wL=i&_YM=T>$>EM-{kD3jzj7>+@N;eP@}uC6`7@6<=_RR=_hsWxvuhha@@(}x;=|}tUs&Q zI7i*}$d4E6iFr)LQTiWu&{29by*O&B;=XLneARnjT{BDd-lugKnXCug&1$Ur@DPSD@s1YK_i7$+HnRsKF*Pm*)=?YKl&lTmt{+_+|f9v%;> z4nNiPUQi$WRlQE$Uh}THz#pyoOl9EDR1E%X%~xx_T(hJYUwggC_{8T6oj=ew<;^v( zsUrN0t4z@|WxV-ZY8EHyC~@GLUDvc(v!Q-;t5&blk!PO%43DeTeZ%S@t503sV|Dk{ z+ppes^}5E-<-h8W{ZaXh@)ybc!>5%g4Fj!{v{azo}Q)x8>iJ*IZqqr&jaT`>x(^_3^qbUZf}M z&H76|V*an`#rmn9@IR@bzFGzKI=YQ*Qgr#NVF{?Yq}JX|-qT;rF!_E!UZ;QN<<|J6G(Y`uc(Dil408&}HsS@8hE@(zwex&Z z{WWUmPON-LUAX6HaBq_C7n1G2S6BDX%74h;rKIci$=90|b$fOtUGGJvKR{)ZWB!w? zhpEGOm3k+)>v8;ux}TA&=c;z~FE;h+aP^!@Lv8Yorhn_&yUqzWdg7@E}t838OMrcOzs`q7$=!46hLI%1- z?a?u+nom*#@o{4Yxo0-X=RN4`r)%tATq=&~uoeHMtOz@aa7*kd2eO{-6S8(rH zC3DnIf5-WKJq$i1uY5#m`9yEMPn|Osl8F{L=l{=2J}>!#M6<;Bk>s;dXOO?uUS6aB z7AHt)X=w>bX`Rw~WTb|r>#NGUQE5{(cDE$)w9q@JCHbMHE|uFmB1>$eg7D`0hc`Cz z{rt9u&P@N1zJ7J}rR1jEbDp`qZm!RjyyzLGdX|S&GQY=jO;Q#3u9Dk5-)+vfJ5Mlf z_v!7$s|jShNO^btH}Yy?@qU8yt-hc2xxt8(cmXNqbXCJnBw_Y3x>(<=b#p7fk-AFj z&@akq5Wm#?S^cHO>W_U|$gA_zD}Ku^&ZbYip-SKD#vA0FIgYoS-%@4#E!D@~b$sBv zALu&quH!AQ-}bk6o!|B@zj;Mvni;BVrZ&w}#>1+bPEp0_UiE7xIqod9m5J)0O(>4r zb$7VcahrOzc{RZ?-n((m<3QRN^#iY>KV1y+&Z0{VQU&-})x-~0cWoc`#a;2m7P#Fe zB#U)O6V-KMe!{_0XW|3=dM>zr4cC1Rgg?QC^)O!l0DcykAX#(OR{!MSPbws|Sgr2! zod-z+j~3Rh$4LfH2g=W)a(3#&pN?&Z*;&b7~1ZN4m&( z#*x|^&p21Vn_he;Gf&3qY_iR}tgiFPAfFpc>3gwb{z-<5rLv4vP?z)-DPcq7|8&L% zB!|dl(H85F%xbYH)*zXsj#gg9UYgI>GaA{E%}E~HlV;k`t@mWpj7|73`f|TQM?R6R zdIo*!Lb}uy_WEA0CYRjjxZmr^C|NqM+~;`E>j(XRzvEux9>2d+f6;NpJuZXK|Dz-J zhtIu?PH1MT$Tn6(RzU`oHa%b7vqCRewMnWvU&>0+pDxm!+_)Vk=*+D(--nqzD(PW_b~amiHSMJ*oR+oTUB}+tgXNH zFMMn<8|gdxw!etWrFZN^cGBzBDY^pxyHF*G^iLja9A7m6f9#7x9&Q|}n%6Z!G{2@CZWq~Pu4w(lY9J#{L&@$w#s|M%wUJn)h^U5fze1xa3ql%myC+X?3hqvTQO^u_ie-4;LdD(vLZkADNia#8jom zM2`4|t81MlBj-`asHtR`Cek`1QJTryNH$BN@ZzQae{s5>v+yTRH8C8CQb^p+JB60|7Tq

SxWge=n+j@_f;I=TSR)zbcQDRC&CWWS2U0 z+3(?MrKCsqSw+pq(^cdeWDEosgFt<{C7ezgJj=I+!HE&iHc8t zXyW7Ji_g9#1Nd8eoWCdbC-F9)q8RbnC&n^1hs0V;^fnZAn_=%SfsLX{-s7n z7rNxBp89BO(p9EX+ajN~u^p~Qr>wz~ z^RK#2e;TXkm+|_n^y*i~Z^j?RyWfky{8UtdTB^Fu=jx=*FDj&yzb|d0se9t2)NL9ga2c}$Rss8pHj2)HQ4{Yt1kj=%L>m^ zDY?Hc>eNtBBeN3?)u2u^fs2NZd|hJ4QMuZ}hTah8KyX zObwVb&HH3H*%wA00wedgW4n9mZLGlt{B3Kk%+GYAPvF8VJmhg&(*(7$N5QDGt@*%$ z=62=1*pnY+S5$pF-nT7qhfUQjZmI)HV^n_w{*L-MMSa@YdWGMll((d^(Aj>~E9FOh zDdMAfUtioeXmu}DzQ}X)G%fET{<(W-e0Qkmf2-avxB7nq&rZ6a+^5&_BYOHgtDD0t zy#PMYN#d)*&$Al$satduYF2QowyIio!pnN<2YDnu(x0F3{rCaUW!Mg#$~AfYsMF_FZh;N$J91XrfKTIC4S>Awz5Qq#4gmCBpqLJ zx>ZGbUq-T6pU&3KI9{j0kz}5SNGNZy3NK?@j-InUO{j;Sq9+@}OD`!MS9&As?i7~T z>7}ohzNTx{?9#c$oYJ>-ubN%@l8&U0mp-B!>4ee|rK8x3Pc7|PdZ6oUNAD^v{fg!K zStB~%vBoYmmonoMbz&bfh8stb``eOh>XSm3u~emo+%!^ds$QhZ(uM4*$%#tjN-9Ss z@9ZKGKFLPAi=FRDBXUr@^J{6iTai!qQ$uzT&Gtr`#!GbB?>&2ca$$RQ$p^9rUr)Ds z+Pprd$E~I*ZdTf?v;(_$Z&u|~OV48I9#wj)o-LEvogZbLp00P-Oyf2EyIyg;==JkH zi)}l$@7vg>uPVKkrF>ZFfYOt!z#*k=bhvK9rcR8ZGk!;#eOJ%NrwZ9J@?RhQ%J$Ta zek-1Y^mkgR7W5+8TO{8X$i|P*!|x&i-b{kNmQUhJHF7VuUgs6v|IQ?5$CEX*@M0xi zAW;MHYMtTp)NLPDRFb|#b>7Q#eu^x9m8)E@Uhg>9yqRWpv#a0gxP$&Su{b9AKYphP z{(6(YU+)*AjmzCPJqL52e*eWJL{Hm^9bq$mmgo+D^204=xeW}a{#=pQ2EsSd);^p{TPo!k1)>BYjQC8 z>^S2HvfCj>FaFQSp6Qcu0QocL9^UmR-gWbTH=pL5BcrQV`6S;w@IM*yVAngGtauDO z?~msXMybwHne(E;?sHR7x%qC`{DcagFR=Z*fxdl&!!N~wekTX6u3875-_YE{1GYsC z!|Qi(PEEs9FiZWi9PROgJ)Ju`I(gOExf>eV6K^;SJv|z4NOjI3`2AUYv*)9_7m^krF%iBn>zA^27{Pz^*2|YQfb5>FLMQ+0O=LSA&n}{g3lmzDSpQ zm%bJ�nJW@0$M>{<6C2K{wVvek(fJb~t z3chir7=!*s2R7@CL}vU^@w-Tgbn%^0afjH4k*t^ht2n*l1mm!ZK6(xHsMufE#QiJw zbM&a_uJ_R46-QK@RB@uNL+9yDd9A34yY=guUNKMP!!lha)>f2>_}G#yb1%JHj#Q!l zOmPiY;bD{5&8OjWa|#>!5}jOD=oq#dKP;m`)va2$=q0w1NP*~AssEpP%Pou@#0uQ=9Bup0Y$8-p~H=GF!`h7M*W-r+;Us zsL4i=zI06sUq`&R@ssSV-f_IRyA@-1mWQ?lcRNCsL1(psvKZ3-S^;mxnN6Hk#$ zndFrv10^~BZCrg19>YXJ?omVzcIHRy;_ivtPX76ka5Pyr1B~P{oR1@331d^UV~mv@ z4{!4%k6Ph8S*n!9o|L%M**rgU*@Nd;fw|79r?%_kKrQ$st} z7(Ln2*uh9lVHY;(^eZ@$E$Kw#G~;~ZQXJ@N94tKPPWeiv6!&N@_DQi6)Civn%P%CZ@&&^D;c_N=J8;K89mu?=-&vp$%` zy00FdC$qSo&Ng%o@BF1~H#e~0OkmNuo3;8uHs5K5?e|@N^$$o;AMvYy!XmwhW%x_4 zKKJ_nEYu(U=YyZ^7q1#K^nRX7`gn+yD3;%G>`Wusp3Zfz6OF@22K%z|hW<4qv;2jI ze#zn$EAC|DQvCc__MkoWr`Xu|Rm|mF-ps^EUP2N)Qsiu^>m+ydJNWmiaVLLW^ynkW z>$|Jdwjn7!I@CvW)YJkUPdY!>=ws|r^jK>w{_QV)uoj>=&la-tC8Dg3uRK8nR#)8; zcdTqIuB>KdY30uqzlqoSTD;hY{CBfa!j~(a64UiC56=CfzwWA-BsT0$@nW}CjB`%J z*jWFMtr#zYY`jm$izd4r{meHfixs<1-<=0^-Fdv|IXJ@=Uw6&9dXT736FIlFSh&o1XQQ=FZaX^ix{Y@`dAFUvw{YIp zH@B(WLchaJQTI(;Wka3h*5hZYt?y4w(Q}o0qy8g$?l%#7%Zo_8M9qCsu}HkyC;U_& zi<$e_I>cwS!2b)1_w)7US}3;e-D#;xKz~NQaoU(_uqN_ zqdWZ~TJU#~fPd@cSW!`%-z&ZCHYxmGjdeNQlGkf{&$FxO!1kiqI*I?=U+?3dqS|^F z-Cg^NLmVIyZcybA{;)IkYCOM)QM^*D;IZfz4>ra8{C6MhoiDE$CW!a@E=GP{hVG!8UPVF!60&zQsZ@-a>P z2ineRqX8XxD?B&8vFMDcJ6m1LKY4zm3cuK7_OHYOr6NaiV^bS5xy7j%^naBy+M<&C zqKOBC_I@aIa@fwN6{I%B^+g20-S8py_0Xx;jCawcc)`9P%Y+ss+MoizDWi9U-)zpm zp6J?LQK1f~P#1Klmk6-Kix}O3@Gbq2&M?k0&L#O=Sjg8Gi5E#V{|m_G7sAcqC{@N~ zyc?I3j7AkQ_f7PW@wAcnLE7{iRr=pLlZq(NU?4 z@05LC_HEg}M%`NVYBj61X{{Y< zwbZqJw_5uc-D~xzb#Sd-wR-Dy+Pl`F#vwYM_VRgmf9<6IXpJY zvQNuqmCY=hQg(mYRb`{gPAMByc0gGdb7)>xMhRR}x`ZzEBF*WR(hKNZy-N=jeYBH^ zraF43e($;FmONSVL}52Sm%h}GzSNzZxHDV%CPsw4a0giqD+S(&56Spc(N|LZD$xZ29X@9{Mrw-B7n#rIyo10MoM zw|Ux8o-n#!`u=nS#nrtbHUZ@|Y9?1Cbv|d{+xPQ{B?9wo5rC1&lF^*LD5-m#I!VcL zip}?JIQT3(U2?N;WP^wmC_OLIHQ*4~n|!9W^tI+Ro()(r%E;3Hu*ofF-&n-X@jgr0 zZ2H?PsKGPj$cNE|d)d(@vX0!wMlz1Y^@gfz$eW{`N0T~7qadRku@uGfHiBK{3K80| z$fm>8d4)|j_Se{C2eQ*e53KIN6H3&RRNIXYqAS|eg$KV=VPERN#?;>H4(Qch{@;uD zprhBF=zyL5W`9RFT40aDhtY>VnIqjvdeaUMcg^0u*-NZ%55MW=*Iga^xpqgrOxhJ5 zi5-isCc6|d)@E#3o6;njvS)3|n$^_NxH$5DeShCTvH3Kby?TL&;vpiPkucrK-A4_|-** z(nJ`SoUZ9Sx8X*KJ)6%*`vvLv2cFs$WaDI%{KM;7i7Q1uUJqy5fPA+R?$o64x;E!^ z-TuGmv0d=0-RMDk;#QqS1n=)0j6aZ<@KC&~kMohv$FQ#@ayY%fPAYWv0b&~m;$#+4yB`|Pe(FVQ&+dTPWLyo{&!iKo>+^R4*p8nZf;tzG>e_4=IW;4PN^(5;7!iFDyeHlb6Og30rW zjxFbte9i>3L--6%0lh<64o)kMemtc8LGVB@JcwL$DoS>i-<}VGhr8NUyiPZ=4NqVh zp6ou4kd&sm=S+}02jsrTI=p~Y=?fO(?|43zvlIVXwJz^$gS8b^jo6u*(!Wz}xdqDG zQjdvLBHfjAwLAH$1MfpeUb1~q=l$55_V;O5mZz@%lB0{)`}%xuy8B+Fv34xa>4LbU zb=b~zwsyVEVarD3wR-Yr%GM^gCZ4QciX4J3ct7UrE$|kbz^i;K&zk#VFmZ~wsJo2` zykW6{$DejJ?^rN6t9Frd`VgE~(DDCSl{2i)P#)KlSRjrse6~kh$I$a5(1ZAEGmiXk z#NKx}N)cakj^1c;dX^uALia?WL&*GhsP3|L!N+0Au!N2B&Eu6?kp_i@L*?jP^>Q1t2? zP%xbBWVD?g$5Vb6+y5i{=F`!p*L3cgXFtDU_5anVw43#;>Siqd@eXydJAI6k*!t4X z;9CB?iEN^&yqXFp@wTPLbZS4wim)~KZZG~mxs<7EeIczc)s`QE6|d3+KW7L3i!G%A z>X9zD`=AKN!u;5cBhySK$2?Eo{D{2r6FH@le%yebxsB0*jMXl$HKnvQBAv zNo}!HbwsDvb*#%8UfWUYzoVpd4eNWN&{v6C|FvXA5taVEc&^2+`YFwMKCAh=MMT*2 zl9{aM&xy5qir3;%`uG&{nnW|dRs8%|QTA8Upf4{ug={=fB>wT9pf{gGSJC;MJk?%a zwexBx=N9z-E$P>rvqm;$m5f!OKACbo`58It7MU3hNn-1h%NqUvpEvNg4OlWaVnf)( z6`G1L*+L#b3o$0!vst#ber<|qlTOZ^-Lp$^?Ct+f#p}-Qz7P9mN8jr}mffwehHhaV zjm=|yS6qkIA4zcq4d5FR-^b+1Iri!~vgX5N&pS!CH}DJ$x0|PtWs{ZC6OHeH=5B`{ zY=TGB!82CZs8{nB{A3AT=VP+pyDVX|P|)XCX`W!KdC05DUQH02bTevtlSrvV4c_RJ zvEoT?WD6TFy86x{p6VXoNaylLMJuImOLB5vMv1F)I2W<7Ep`26EP1Ja`43CaS}<5< z7VD5bt8;T|v(nWDmFv*B5{Fb9hpXY$YH>#Cfb?4t{ry9YMMk2~UuRXC&IbLU8Qe-< z9R=3UW!FtD&0c7Id$fKVls@%s{^nU;fIHYM3LCIKZotO@C^iBC6iY~-`_ z$cuE8_ZvGJ`FoCy{iaFb8ExSkE&Os@pX}gOTT)at9owmx(>~_b4b3~yJP$$v4@MXJ zIQMfNh`OGF&Ypoo4a1qPM6t%;NVoH=+=~Z2$;a{v&&E9Ciz2pVMO8UkRTqzGhSRjR zf*o;6UQEJ;IM?ALHR-h>r-IDo~o+ID! zk)(%B>V+p-W&$sHd@QMbp1yBAjP#`08YQnU3MFwFayCNW%t_r>3RJRK!m zs-3;r8f>H^VwD0KEA-J_MCyK<7y3nZm&aN7C-F4g$ZtJLPU&#|hV$ezo+dZ(WL?|` zRGz|`Gf+qC{_-IE6-QsMj}u8hfPH7M@BFW@@5Ey;M(^GUm3O;d{06V`8+@dHZ)Egj z97Z460R$z2>I85RKlUv+_Y=7JJ9ztYHk)0}UoMXMbDH!UJW5m94IU8JdIzh_C^I?DjQX%QS=+T$4cGp{d$`DYzeW0sXYmno=N;sSYiP+A zk)Y0WJ{jg7P2xBZF7FGk_d<=@ImZsSH9D|ap=(y>oYtdhmCypK>~tj^?_ZkO@AR@2 zG_w_~dB6HUn%Z)D+wwx&`?2`zszPg9DGK5bT3ZFJu{KzZ#@PVH*#tdnj@q>*Gwohz z*S+Y&N14xwsO9OT;Lw%m>(`NiZX+$S1ADmTH#R2+JMl$6doiF8VzqIZgD zr9>DdI%!D}pY%Q1>Bs+K)Y6wewZc>PF*V}SuOoeQ;s;F~>D0kZ_Tz@QN^0k%I$Ub0 zrlx!9RHkNqYAAJ}@g+XLE9#M&XT6;J$ocA9P`6adOQrr3X@Ns|k=~Hzoa042`z4fZ1`78AsC$8L=0(R#UcZR; zJ&!(4$BU=IwW*FLeEP6o-;es;?W%X8fVbk^W1LehAr{h0(A;yK(+~4RmA?AI+QY%{ z0U&s98dNGorOQSli&Bv>75tN%_M7peSfa(~;zxLGqPSi`^{0#5OYP;d1;12@Nxk6ywD8mcNmYouJ$*b@sg1JKSWTbY zfL5LEa*1I$$~Xfhy0XCj32bSPvF*LezP1pBSkCfRQL`?YY)dp`ck*3V^6}v$ixy1$zE7WivETVX$k3fQ6c}%b(NVVZ;-fOBKtl~0-qux`A*XAIN6OO#S))S(ml20 zNb$to$?bcggS(O~w?h$|I@crH)xDmr3bNEA0zf=Q0Wl)rWdhX zUsZaOY|jbuOz&gEenOnhjMC?d=$kp>kLH!mFa5amlhQ9rKP&ypd2#8trC*nR$D+K% z>(7l(N*9zaEPc;6XP3TS`mzX~sq#~&xY}(Zdy>m~KAZDNrN@cXIk2>S>F%Xl$@!=w zS7fDqSjhVPJRjd3cJ*TGdkjsYEk06@biR}?ZU#;@R&Mr*xLEwr$$I>pl>G>SMTi3-TuF>?gZ}Esw^8ggCc_=v*v4Su3B?x z+(18Dv+LR&);@9VV>4Ip*=zrF?Hks9B=h*boH=-xto`2FyVl;icE@$wt~+$yf$N@` zh>1U3_wscoCsN|{_y(;JaY=k?x5Zm_|9Iv0jsNROS0E z5)rsEaeZsUZ9XU*=z+oEzY;6|*}=p1aX&G!ogWE9@r5ukXGiN^8n${>w9;nx+`VDv zAi4v>r93GJ@3#}%aBO0akBfwQdo+-hw*E1a?i)e8RD)U_`q6<{PgdQOfp;blkre}KAhm0kxl1B(w`ssWKY$rVzG5?o?DmJ z=GiRv($-V$HDH)a$GT@iL7UJL(tSMdA>Z5 z%9u~9*lfx ziQnhn6Ww%9A`QeCtXzt1+AN+Ll5pQx@sEjRf5cb|;5p$RULKFtYoi(HhEpP~PtBb4 ze~L``N+jVqkuDcSzAuY5xMs-zTf={>j$Hg%=B(YFfTVSKtAf{S;`teMRdW3VnIS~X_ZDC55b4}T&vc217>?Dg@EJvTL@ruIw!+A3|a zDx8A-e$7!b)9THc8~uV{9{lTW!42!P&Y}qOZ$(qvpWy9D_LhD|aIe_zos!lkW`AX( zgf9xuc~)4mFC@15?}8Y``TbQa)4vS*tDpoy<$WjZT>p`mK3+aB`=1p)7sygxWIN*)+gyv110Xv3Iif`Ppy z9PIV+Ygo(W>iF5N3YK0TAN#Uc5X*wBSHuQgkxMUE@-%~kn-<#=@m z*AEnaP40M8?t5Dp-rHjFuTIOX%~YiO1eI@*XvQsr%(n@5^5EgSKOmBk&+mzYPd*}% z?9WUYtoQ!HV7p^euGdFOzB$ampAGD0-DhhTekOYGUm`i-w=?5Wv9>)7X{`clTzBVb z^Ao(fX13Mc`610lu-?19;H@-i2Oe?pRy#O5zqcR3w<3|hI_8mlHO#5qaQ`_^`^VS_ zR<$`JwXX#}p0!Fp5;Xat!~t4q@x4K+f0;IUSCFQ5k?WI^AXn=n+Bf7)k^RR9jf!qN zKDyjaS#KCI`>)PB`=B11zHNra3lanO+~|sDr9RA6vHRN-2Fw1KSTzq1r~Z(%=?33oo9vMDbEGwSM{3|}sN5#HBC>EReKl88liKQqmaOZGHJBCx*K55%n zcw5EByI*X*O*0Q`qj(Hijdv&U;H@6Myjx;5-VlAdGQPhR;Vdr8{OKR9KR@Z*q;DmT z{wwRxO!UaVMe}}c{ok)YeXNi5(XbC6443h~tdaG;^``{myl=e!tFdO*`||m(qpkmD z{YMj-@7j-NO|4HQcK>r(AK+heuYVt`$XUTh-wk(habo?KB?s5UO1&+5ombJ?NIS+V z-6u%uQQ_u(DK+qn)W-8hjPP;M@jQp`9~{>wV~2h*wR?8hjqeYR%UqGQ@eXd4eoiLs z8}Em`a_nFK?99e_Nz$v*#(aX-*ZfHO&1tc7{xR{5cB42q{myQ4daHd6%(1f@l|QQj zZxcJx8smE<-p`&W)&a5Cfmqukf(@P)o6Ekf_F%MA#&gD+gFN!jiv{!iNYodF;eT0d zNm03W{1#2!y-SZDt00PbvEHB6*xntU3v2tqNMvlST|349eJ)a36wJ57p`8~k{QWR8 zKaRG)daSo`XSDA|!2{Nf*mh{soq{lSi>BNsnBu_r7_DFT*f7gahz@vCJa|Wh75UY8 z_N)l_jOb08^I2g_o*QqVwd{_LhtTSEFNuHgcjGlYHcZd4!=LyE@hiS^M6UnQu(|#y zcGs)NOH_@OcwUqEh1W#qyne*}9Tz<;y5>(u1mKCW(cTs-?W9CAhR$Yn&0f5*$um9*86swZj(9in(7O)F=zDSNtl|yOdj8n^p;3DI}aQiq;^b7WESF)(eCQvanWLrOxiEL<(-2Awu*g3 zf88Fea9yy-Wl0xArkZ1EcID@T%RZU(;aFJjNfOKRrpRLRDPIxq3Z3=bSYqbwnuT$A z^99$HTE_7)L&m9U|fJoYkrLTwv|Gm@)UH*n>^*1G*5dKuW3k=MU&Yym2kiZ%7t$!h2 z8nG_sAf6kZ_G!yZ#Xtu*+(b~6E zzkfkc@ynB5m1G~hwE6+G56@V&ny&SkpAt=HXWrjT+`2V=pFbjGtdwQvkXL0k7eCM&V?kJ<->z{d#Zx1W z(~7=-6~6Sn(Q6-wUi(PcQpsvn{6%&Y=H2<*G5`Jj!^_%@B>VOK z-thUnC_V}+;~y24u>1eb zH5u*4X57Cpqs1Pf_WU(})f_%^zz>Q2VNM_Hx8E2&yeWHU6zwyPKA9)9e~t&_ctEbU zGlV%phiA1@2sHU3nL57+`T$- zz`Es|W*#UXDa*y)EErz%2%eXkI5w?te0Fmqb3c+Aw!^vACC*B^C~_Gaa6?eS+QiD< zKi2pzv8Nvv>-jN>+<8jUZza~p`nA^5du?>~36c8mjD~(s?8d*2M*c*!!Kb5#zmPQ_ zXy30!`+h6>m+lp>X(f`m-h(wCzLWS@_9rjUS-I}3VcOWDpN;)}dbIk-fMDE6wEAJzgpE$GO8hV+cx z2q3Pf2aQ>~*-m`+Zs8BGKOVVk{81f3G(xaNqmJ5PYdszv`ajyjjq`y(KTBnYI4(i)@9`0opfhx0`qIkYv!jGGqP$V zXUuiJE!W(YtJlXy+c+crzVXo7b$$DIB6l74*OTn`_=FMb^W>qko|zokm-=PNAs(Kd zdQ(WmA+)med+4krvUi42vC|^qS%Qr^v`)*=)FAD0rG@LiIckRYM4bOdJklyWs_rE7d?|xxO@V;Vm zw@oa_4q;7p&g;P=3VG)+D7%JX-#JICAw76}gIC!h*FGq}fDtzjV}9RwAk9OGx=Ccm zU13{p$@8wwQ?JbPe;nTZ!eA(C?R;&ZRh-kQNgqy+7rXrCU|^BwuSgQncU0CXJtF=6 z@rkOlW;eW!?Xpgbwdb&V*3-K>NdNLMdOr;EhyU3DUx}B<98K%j@R5_GWUTo^??`$} z>FX{ zh{|xm*l&UV9iHKFve$(@+W6zGL9uLLo6E<1_8$!9 zz&^^jfd3jg%I@ywm5N*bLV9xdf&BYnx4}I29X};K-X13QraK|YZU)CCS(W3JvFFXZ zd|5Ei3zB|2a`&hl&DsBrL=2jv`sB!XYkNH@w!MAJ9~*>Z{<|@Ea3uIa(YFsx+AC@I zqz5NGD6ywok4S+nGG;f+nBO>Ker-nk9U0ZPhP%3HtRuE89F4UrtT8~xTeITJBfjo4 z;m1B1Oz_dzv!{d|d;6HH_}Xv*;-Oy=PWzY<>G7<@8XOrE@_$CO%3+C8IVgx_-`M|q z1j+0ad)Yd~TLkND8Z;#i;m)Mn24cD~c0RB0%2?VfV&z}9{?hfA#Mb{|EdB4r4*$+r z1N-Z-_P-SS{GZnUbLNeFcG&x;#o}kjn`zJ9|Et6woSb#n-WgW@?O7T7#H6=meP;8B z-k5a!SefmQ6WQ>(%t?98`q$@mT#m=({BimA_*`>Bu0AQ8{@cbq-kJNoD=fmh!y1^i zV)gA$gfTdE{XZlJp9}Nw&xv#Ra`N_#q;rza8@#~}Qi{tHWpVZJdgC+J1vkQdnCZB$)@J4Xr_PUJ%<4G9%`Sf!VGMhi3(uRgvj;49;z{aBkvl ztR%5hkTxDrtTN6GGI(@)nm+fG=#*beKm7IJjo(bNhR@MK2rmk9e`(UONq?C1nxxky z+4c5>A?x23jAvB`QHJk{#Q(sEYr%W|MKNaWRbw1m4TK)G5{P{_w~MZ@U*bc8x9lrJIvgB7$sv&$kIBo9 z8}@o7OP)MtJo2qSEt1AA3uckqMdCS;MaP5o-6bE>5!e*M}FQE z6lC_IDD72|s<-9L>Ku74?u_q3S{IZQlPFwD+^s_b-zS>O&I;B)-6CELt8AIw+SRvq ziY3gSvun5(I|l5NR9}vHNC$^?c}$QD-sP}px?f17^pk^co*LHW*TT9yJ;>|GL|j|J zZ^65~IGl@kZEFM2gKyaQbpsZoma;~hIh9s#!=IcM zopVNXIx~9dn?Y~pA;NC(nib>dtqY?=#gpOz{wKQZvUrUzk573; z{KqT9q5L#yF;jOIWNC==T-TQ*Ud}6zCMh_4atoeqBrEc<8{g5b@7B>lidC! zuVu--mGpi*{5@g;evncsFN|sxy>BOdGqqx^M7+npL~DN`we^`qX?`+w__5UGhl7DJ zRDY5BHY>~;)2~mfyfUcuCE>_$X1^VVA_o~IR7Tv{{2Z-UKbO0ViFtR zbwk%%P4f3LwqBl?kYi%4JtvVNN5y{o^)VWMF{9HyCUz1t2YSB|8M9}`G=GSFp|;6r zw*&G*s2SU ziJm?*TKbSAn);E^)Ca}#l0+VP)e?i%4+>(p*3=_&?IXr74jxwBqjMyS>HQ}pJt-)F zZT-X?e_{N0^vx6U#3$t1!*Z=7@7JNZ@1w@u4+uthSP=VO@eAw{S-)eBJ0|TA`EMN^ zHoQ5L4+w7XAAY$1U|%pW-iyz7#>%_AHJgv)eRH%Hshu#aJ;lD*D94S0IU=HxLf>SK z96kpXs*qda?*F3CwE&e z<#g-3+a`H_KuWi5Fwp~(9+Y?6=fASkd+^fEdADnhyA1@j$FOa7OZ~u8d#1j;_86ab z&37yx-|muMu&#C+-?O!9U+y0D5DNN#9((_Lo>7=EjnX(wWKOaZ>+}>VzJbPZAoaCL|yX?05 zo{XdS=FxVwurAeWlSgy@*tX{CzC5K7 zuXSwR^LZVU<4aOn=h?nT=hM-n?8oHHi}TG(QXj_zog6*tM7>ziOkB3>aHq~4v-G|C za>t%|;rR5j-03B`yK}DXlZ<_g?nAwlU_TUFSEppD9ET0L|;z#P92X;!c8=;xcUm6jOb~?8f-`7WM1X^3}1??U!J`*SS95EwQEU2qs$-%N<{5O*U&(;JfT~ zx#dXr4?^Ry+BTM%nQdlU?-Gk`kJxT|#d_N}@_zrp!`p|Ah1azz>~{4F(F{)*F_DMo zcz7(rBcd_7$KcbVKaLua-!Pn=2A`Xwy(5l}f9oZQjX5@0&f1l)PdYA^=NpsWJn-C! z!ydKA!+WE#-k%u?xPuRctNNR~{&pZdoZ!cjK0fr@X(Ni9Rm%hRsc61`i2nQRQu_3; zc|Sj9F?2mu>tk3?)jFzQP3(#_U#6jP1wY<0Eb<%k->2ILg1kLQ^3J^O4%;CP2A;%OIa%{z0I)j#3TRk^P{;BFi^;JQ4`I`2OnFZ;sTtzBo19#}=+vft;^f>)jr->P2tE9s3-8oY!(njfE+WOvI) z#`<_<`tw2guU|tm_J;G)e(Y&GBO?*Hq{Dy#>xZo+0kbVxS59?L-!x& zw$9ZL7#x}SR69=FadMaZcW0}?*rVBh`-<*2o@St?0@O+VLbMN^qo)p=(E}$l)M&7}pIHipf z)8o(nuQAXf`8JB=>yF@?L<;g>+%NgDFZ?F?#<%y$d-=3)#^!0)&GO=V+;+U|AiC`+ z54%>6AUBm+>pw6r(LvkgxNVNo_M?8(QhO2(OrO{(b!q=-$6dx}d+@ZM=ylG!(z=d( z6uv2Y)*82esn0lTEue>bcJm{j@-63Eqzp>PBcN97S6m;WdaoamC(%B$JUeRI4zGRH zFWHvx{cIKWFQUHfA+rANabGQ9P0+poO|8s>DVDtZvaiXfHMw4EYh8EuvIn&FWv_`Q zTRFJDmCe^{wU0}Xdq0W9Z$X=y~s<&Bh174Uqf&5U7a~1vA!0I z<10hI;s^gF$vT@7&f5$3VQt(qlK4scIz61f$PX{8C;xr^e=^$KOtZg@y;3dz;ploX zUU1e2g97^ggZac8eM%DV8sud!==TJ*{Y7jXxC^#>+dyAX1#9Q6dG**>B$4#a*~9$A zTn_{OdD1%vqtm0ib=^+8HT(7*<9lblgBrcFx~DZh-!)#aBh2{jk*AY$^jTaKJR`5x zl!GLje2@oWLBUw%4?N7A{jjBH(FD;rxE*=oq%`CVJ9>mYYc)vm<{q&+^rLb`@qj zPJeD7KkKB4Q~P3)J+B}?vswNUKnI-e`;8wugwy{5l&t^Kpz-*t|Sq=0`#ZO&OgWc>XiA+20YPTE}@ zI);(0^x*tf`A?4WSlHdX8o%;&YJdMLZF{Cyx!(D0l3)e@eM46|Lsr8Hu*5=JbY(f( zwQ_y&j=UFFMt?~3F*LFJ(AJOw)D9g$5`Bktwf5Yu<62sW?h&oNb6(pg^~ueN94c8$ z>RmOS{BE01G@hJW*-njYllt)v>e({i`VSY;M$my5qh|281Q`3|%+%Vf{qa znbm)EVD%o2x;W?FYN_Yw!h2su=PtCO7J$;UgHkA)R2&Dnc=-&yXrue5<=Y2pE%iNZ zI#;@OMsKm|@_o{`tpB%ZUV0hNR(sd|^WWZj`c}`ixAA`Yh2AE)dcK?et@_(j^waz0 zKD}^(&wkT0t8(3{@t&lfITL|K8mlAq+WH`eJA1MmCBj+G5XN#H+q-esE_K)#^Jr?2z=~S>|5)jNSW0_dceW<*dswmO0t3F z=DhDo8S<46nxr5PcZ>`wCihOPA!%6)aMxVVR&!O+b`kfKoJHO6xhu%z=7(Hn>s3a( zFUhxCu3}^Dns;UvkkG8Yy>g|r>o~`f<2850zu0~AVZ%~AAjkd3r}?=StWU1-fBzg0 z$m`*Qv9a5_9nc>UyVr~T%kL%~nD-)s4$14#ymyso%W^&Y=a+q6t;UBg-PKcSKg!v@ zBd07<`bG>GOOuVs>U?NyPC1hw`J3lN2FST@+chro&+?7C zcyDc4wbZ-rJ8Fy8+bb`YuB-OUC$-F`ms_=29l85Br>1?|*&Vy(st<^vE9xeF5^g23batJIoI*HUSld!-NmDS`m+gX|# zh(7S`mXYYr_8R(N+I?jFLaJMj_P!Zy8xPqWQJO!9h}94|9B4~&IRJ>&Du}cwxpNo z-s&j&zO|#*$-CN+v|~p@nG>~9EHilxHRQLmb;_*Je0Y^x@0GX7uE=w9AGH5kmk$fKeiaeV-51B~G<$Ghp!~liFWwj5i%w$` zcLrO}Eg#=FKkG!!mW^LuGNNZZ$&9xj|F6}K(_*!spJWc9U4H*_DcR-stjr$}lk=^S z?AG*+@B{v1y3B^-FLI@$Rsa3|obUzzIXE#ZWz2W~l`}r`F5wki-F=1q!jpY=-dV5S z)p_4GZ~dlulw-`B$Wbg@(|O@4Bzr&o_xSI-=BRme-?MY~v&Vb|C6Gr~H^T4yyvIgd zn3}<1l({&6a1?kC%!gT*W<5CK26@MN{C?h*3&CT2e{dwO>D}C=cmMCy`MG(nGM|@s z^8B5=n#XVF3?Am}9M4XTw;lS)td9AvWoUgW1upWuQ69hjk6h{6wv=PJ9nUyBS8Bii zNNYN;9?nfYsksYtRO;_8<+j|9ygQ4l!SwuKiU0XgN?az$-ale5a5nm!xGlZ7eb!jP z-x#fZ86k5t8QuM^W4L3+2y8NEg=8f?Y8!RuYIwi)6X``7(n0KpYCXD%Wk7=BY>GU* zBWKs->S`+2E%;*cw-$w~+>u?y3UgydR0d)N`D+28J-R&!so^!p5UsH^lw@ASdir&_rD zXrJoJ-bXKR5Br|a>-$u{@AFuMY&-o}ENlCZ5j9zbmc1joHK6yFW$?euq#o`{W58Hg z^xQI~#wFRpB4in2h8vmDF|rt|a1>v(x!Mh%%G`JFN3u9FSvSSV+#)mXA+W0g(I z;2`E%WmDFckUW|as8Xk8BE39??~&J24oE?xlvh;l@h{Gmk;LubQ|}+k3+K*$^umUg ze=ql5hO<$`j*VNv5a9+{2be~-1i4;>KK01j$p3P9ol8mg&=E9Izo9p3LtxTYkMk@6 zm>5IGBU-D>Z~VG;U-ee)z{MTQ2bM#F-ywO-VA;0m3BmaBctYJQ5Ejd-aSdkAIjLM> z=XSDeYPC%M5lZjx+#Sc)U-fs>eysf<-?it`p-7MYX@v3t>Wg}x9-#eOr*NM-Ha;iQjg>BE-TG5A^)l)Si&k&X z@Ofdmx>9|&4|P;`oWrMWTdmtXv8~IEm2+V2>!1G0Yy-@uMc^xyn1gaIPLy zqf9D~P(G#%Tc6#sDv{^9uHRO6__o}Ra?D@IuUF5FLXLLDmlfrEzEpWzNk}ScSEEq- z=r#I`tCXVL})dRb)*snZ>jdz`$K^OZ?`r>7djg4Dlf{F zIOFq*yyR03Jf~a+#^uVKAr1Pz`wPoCdDC;t@_+eAxRA?}mWL~`7qR;)uWwy*WzKiy zpT_&JQ!yr38L>Z@mj1#!zn^RlY2+>#sNTuD{?7BrEJ?oQ*?Z+xzRJ3m!4mSmc2jyC zJKOQLv^mTBy8IV;K__T!pRK^GPu!GG`XW8z9sTGx=Rq5=AS0UT1O@|5W;R z6d1q8W;J3*Qsq(Q4#{1NM4Fk;X%rWaRThwwwEbNfvF@`jBi;($#%8$#8lx6HSwJEb zQB?<2qZ+Htv-&Vnjl+6sc~T)Ucf;hmbMc@5o<5}p$?Gf!2@={MxJx#Sz#Lt%->a%^`YzZBU9A)7^(IQ{# zySraLL(z?_@h#6?KTW?M#4X;2{WsaAa!l;OT7)8O8f7b91tT@1RvL56?t4J&t;s9l zK-ig+cbQQ(e3)!XjE+gNq_r7i7srW`bf!b16)-c3YsD(YlZip!; zPv;ZX1@D6I!gpZq%7N{b@7Vs>vdIzPEA#{mgu7z_%0`rHnEXWhfNT2FBjmoVDXL@o zs4=OHifi;$dsHLK@sBNqR%-8Ut4-dbyi55DoMQVcoTu;W25vu>_WZP zBnTfye(SKDY+22tQ`iL$II?(#lkyT}x^HzkGg8B4X?8yzM>j5SVTR$BT`BeDA(8_h*dD!<6CP4f%8 z*4EnZ5&zN{v({lF-CSQL#<%m%?%;cAKFN2O0{7{?<-TPj{W|*FE}|sK@IFzQ8h<}a zARpxxd^hE$Gi4g84?GWlPhyKrpq;fQ`>S!KY&lx2z5o*5XV!}MQ~OLSg65$2s! zdW!3Nz$Q6EgV)Pj+n`*6BMejRnw#e-EE8IYKIsfBTuCGA8V9J=n)k9a-nWO!-NL4U z#^k3Kr)SaawOASrR_3TSajgVw3DjTC1a5>J*#xWuSNguF)cGKd&biH5a2h7BSb-@loLghFYp=2eFqtZ`v(>T}#K&HL=jtre&B*q`;_i*#s9 z>k(`?Euz1Av9Q@*wVqn8+Er{T`NNXU-;1cwi`;~jpwH1ym2-MqXASpmZLf03 zy{hA(V?s}=)y^(u70*Zmc*KgSW%W}S~j8Tpc;8&Md*Q<3o zR~l!^=(y5vjOvc%jvVc*XLsg=_SKJ!rdsJ*xnsMdQqNG{%Ea~|b>hj*Ss4~g$g)xE zzIC12Q2vggj%H7rBgdHTC+s-8zwtr(vol7OzT8nKkCh)YzpgX7@vPIH1S1r{>N72$eK($Tj`{JCUn;9)NQ6Kyw z2C*mzHi03W6_EztERd0NG_vn$+&w1qxgljQ2Riu+PhLD-{`yxowDFQq(Bwtgwv#hp^%g-uGWD00<<#;d zHDuvfR;KJdn|iV)?hNx4n-yupcAwh2phwgorlWLI8kXCgo#v(c;V05q%BP?ieh$F z4g0N;7mYe-)OT%87G~oN*m^7%{?XcLwS44<#}l%v4-+c9Ps*>&wHba%Ep^_BeAkj; zJFyDH2#ZfqtJ6MkR{11zbvi>w=_l8qjP2oNH1u>i&_lJy0)4mawa03Qwag+v_==nA z)5jn*4xqkcHf|$B*lVmuwc*v;=uF}nlj3SMRttXCU?Z$2H^Jhozr1nxdKZhKwom<$ zwM3N0tJaz_8Qbcwc83!2rgt^~Z@yH|zxa-WpE_Z+!z6bD;cpT+95H|cSW@z#qvdPu6; zTD2e9ooZbDd)K~K7EJFnKTPD25rnN!rZOPL63$79l)Rji=X-kX>uEXa@3nyIkFLFI zM0*)GBD`wL;Ylko*Nk_y_e6d9b51l`y>a5n8Xds0YAjj(=U8kqmb4L>-2PSeQQxXH zYxH$|&m5W`C#OADqL7qjzl^qOsLmU^@6u?mg=+-*owB=wk?uJ?SH7g5dY;_scqR?Y z1Jed1Cpo|HuCiBIt&J}xWpT%@tKY5lRV$fC?f;KA?g*Qbo8)p$rLdzO(Flz);2o1n zS}of6|H>i1WSdu;RjxPIzM4s!u(|IX$f7vEF^7$OfD`HmP@Z}v`b&7Dt>*6KskMH6 zgx)P!XL>}w<*{sX=PsygJ+N)iR&85q>n%rbBR$ZKp<1!t^$f!I#m=>IAXGTD_`DWn5hok6h_Pk6 zF?kRNvGBPT=|LW?O%`OMEbd5-SLbT2UK>cB)s{N0ty0UWmO+ufJjfLrMLBAp*Y<+P zm7~ahMcM*}=4+g54m9pt%r`Hjbq_C1vevRy5TSn7)bb=X#R5^T*-m&GBg}Z(kn!l) z-fpz%rFyvb^a}|1mSGL3yINODSI$A5YN6WyjczCg=h(zhS}Q|Y!6mi znHP3YttRJc&z23Eb_u+%M2*jv(@M(vkH}Z0g3X}(`T*;D(^LJDUs4OG{q}rTk$Rq< z)rCK`7GnEWEo9bgM}>RHZJCH#Oso=UwVt!a)96X{&9_Fy)2Iox$13ELWsw@2&Z!Br z5Zb3|dvyFX3ZQHT#-jbs^UGqXOL*aCEaI|k~n~u(oQZ3&x%kH-7 zfSPoyy=(NAwV2#RnTT>}l}+T6Hu7xucSZTNj;sZThu0fq1$&8Ek47`Wl(Gk-=q!wIzZ(fm}AQP@ni`|^I zmTI+;^VNeaK2oPTp5$SN&pAMTLDuSPJvMf$npEF&Kap!E{l*$J>Oq|c}3b1f!kXUsoOo8Q!fR_nSY>T?(V%jw;${aKIQPWi37n;G3a)=OC* z9#87@b+SMj2hR^E+M2b)U+Cq?_F?U?)A~|6&o7#AXtBJ~M*)OK^#2fe{3 z3D$TsL zI#ypsz_bonUHn7kr`TGx=UF5ZSMd2ip+UV}_Ze6Sv<>CJmZwbG%7|2Dx zX`Lyhww|1(ca5Z>m3;#R)wk#l{k3zoxJbPsbe;j)07kt!Qha$5o)&g&WE*<`{)hJH zkD>vHkTxb$$#t!`h?CS_>6==1t>M}x9W`l?!RnRG6FF0! ztCrYg6nmCtFhYzemae=TjrG3NW-6AcCenhfzm7*OZ@j3<4S8-yYxQI61fqp!+b8Cj znOA7_bfVD){(Gk{&)62N!QQ90%8Aa|8D&7oJhHDktlG%fF!C!sJgMcXmMkYBuVo_2 zaW(3G^2j8GQPw_Q`(DlHL-cP^yjIkn?qo#jAEX~yNWb7M$>VCI@_6Jc9Y$i8_h_#o z>v6%_f`#vsQO&9*v2a1w2qIr`n3#>S#M-kuU02Q}&jIq7@n&A|F~s|EY{u+qKi$`{=BWEB7=TM`{!lo!|K|?kLZmib>XI z$#Ojg-l=pd)-EcB#l;4Y5RUqxn1H!jkd}lj)IfDo* z*V@4=w|%Y0zvakpBe;qmL?USmOz|8`&>`Fp)$<3L*ApRFaed219Zsx(vU`d#&p(XS`!i`ZUIYt2j?hC!ePh`HYt*BFyzNp+1}c4eK) zd@ZciCKu~{+o-*wGM~OtfBKgiE#KN+H5n)6Q0r|gW5cNJoD1>~t|YN5DM&nM00NV5 zc&&a-tU>*P{H%>sW-m9gxht7LE=4j$7WA=k${wm7t>o3tWF4ueCl%?J{VN-&RFm~; z@2?Ef%AG%}#zHinmmkbC*5twQ@&kJM5t>+TAgTrZhA zg*MUG-uMDN4pdJ^;x1Nt3SLBHQPXGA??L_{9cD&TQ8Grp^^@saNn zuku_cz6KCE;JzJE8Q=k~-S(>ZFcbypOlG%PD+t$m;uv1jl`UDIO0G|9hseJmN?tPGsU?a3)sqhONcijB~| zS2S+S(z-b1^fM%6?u zlg=P$TayjyOhk;CU1$NLnbab) zNFo@n^1S$F&sV#UwChM>t>->voyc#c!R6y}s;MD|B3!ztv(L&p ziC@yQwQzf7TeDI{eL`a8E{X+;?(vE=2SiZ(OtyMPwJ~{2V|$hFub-$`R32y(WruC1 z)~)r~+16#e$Y!~#meb1ql%JGQhh#mi%ZI}MP*0ZF#(F;+_qaT@a#gPT=~9kc4-knc zgz6RbOTx@P&i>veZJ@`q^{=@({cu>f^#bGOcUoXmgd*zEtv^?P zsa;Uq0g*cARj->nbQH36UCW9nPgi@Qwx-gmXMIIn2W_CW=n@P&%{=3%rdL3;ljtOx zMRXuZg?ZKMU}m|6qOZwIpXzK`@v1XUm4EiiT;mG4(u3j8n?`+fji|P&en5JVrtKre zDdnU|TbQf}%;<3+mIRb*Qom7XC1~gTXN-c+}#i}POf7A#0(FjES+eoUe z?n+neC%uyd(hC=O3SO;V=sUe@azk{yoX>hR`pS7=L zw2?$^$rBCK8k~B5^XMsiMwS1$xgR4|>HPis*(X><3(;coX;w;us>$R-4Ae33oV3u3{l)oB?+-;gI zP;4m=B#V};elY%Or|P{l0ZW2jy*8ufx=1MUK%72}s|ED?+C%z`o??F%8da2HS2lu2 ztrpezz`5eD)uEtOt0nR7v7TWqEUh||w@PVar9D$A%KI7(TC^o;ZI{=WGqPwtJ($F< z6fZu~U&y4!Owp~4%IRzc{%|rvY>3k03RaEwb~pW&6~PZE4)TB`D<3~9D|0=1tj}eQ zV=El*KfZ_b;3Pd=ev3x+ZM}z;t3TuD8WUCDePf*J#h==r1eR;kwf+Y3nk}aVfmrusQDtfmz6T1p?Z=0NMA33|rMm(`|tt@MlS((d9%4`ch(sK2+ zkl@^oS=IwdcUSVYdZ~^@*K~%<#nFD&544-g5660n)(^aRXv51A=OiXU+>COPpI9hT zMK93G^mcW6S$7D%jK1+wu3tI$@Eu*n=j+>A;q+yb@ANdI-&L+RZuPXvGE%XUlx|YL zMPzDH&k)zu)gZ8`&K0c{vGKn_rqkw|xX>7>)YP9F53OIYJv_fGR>vf?P7WHG`aH~{ zt>AYhYV@^Iunt&2FhFBz$q^`Dt<}nc4oPT8heV_w%E0J3i!?tK%{eMNob7-0G|8wO zc+q0$`o29M-Y7S~wuU*_4I~ZAOP|yGu!^luUP}F=ktgD9#LnsUbT`=|r^R4p7?pzN zGlptK_dR(Bdl?gSF$6;IidFvw_Njds@diInL&`cKa@oPS&xr z`rX6FxIQ@J;GhxzY^FEcR&Vo%d4iWn6Kju{ZPdA5m*)ND$;(ehnT>b#XtZceQs46$ zvs=##X-~czOUh)-8%f5A9f_>n+VxJm`lmHd?b>G_73dOnR(6sCa?y`GNqa2(ZIBcj zdXJzeanbb;Vtpz%m8hsj-`3BS#~v+YRs2j1d-`MEQ=Yb zN7~IeED~3098%+x9LeD;BZXI{ZfnhvT(qA0F@o%*rH>iK;$|UZy^<_o`nJGt)0r)W?dfl}Dp^SEjO9-MKP8-jN{2JDFdbPtC&a z@JHzbc3)G=+x2XO$g`K8bt37axn_V>2-?C%5d<^$haj8QFWLAs z12nQzdim~SEV~;l(s>Jxp7OBVckhho-G}^w#Fb0k=nciT)ooC=wjxp0oVp~#rw(Ox z(UI0TSgehyEE56Q{Xpq_+g$|29QmEvE$ajqZ=Mo)zNeS{fX&okbvJ8=JzY+Ro`X%; zeQYCq;9Q5Zt8aRucXDPoi1KH!4Bi$3!-bT4D(l(4qsP)H{2ktvk)%E4myId*%zByd zoTqdr2Ixqc{f8a8o@epHPHFY6(_`_$^<(q;RLhpffi&p|NT2r6ue5+NR|nGPFpJg| zt0iU(V@RTj)zX$$!B8%eVXHiE^E_{(jq2wjS=mGr>xw;QvlSPSFA$qCpgyhEYK2qi z&YG+Ct3EtCKt3tQCuWURJC)jJ{t;PC6}Huv)hY&0tZAj)j*=Z!?(8X{qKfjv*8Mk{09xAYqp$iTCVWTsn5;ki+Z-{g~Y) z_5ce>uXQcc#cHV7W4(m#Fy?Se^e-HVXA|2l9@#3;7e)VccQ31H+wIFvU-k^+(Z6`; z#j+jsP4I}7MS_w@P5eq<@Jd%(HUf-1H3K#C5~(S5EkN0rKzt2d`c z8lPP~ZT2h;Ch}hWh>sHE4=3L+dZh6tANn2M#LKw!sePB%Rx6q#aBXTD&-3Gad0Kes?pu* zMwzb5({V^;Sx9dEnJr6G;Q`<~$Q&!s*q}Mjry6-i5bE>Vu$D-Df<+u!$|#4#p&2*> z2EZDT%=CV7K&_lc^FTj(vi|Jew2A(ux2P{ROH*qIXGe>x8}+5eAUJ(}(T9z}#-mq_6ZBKRl`Q)4BONpehT0uDpqrK&5SzKw% zcZ76Z0&>vq0NpQP*86wIo&|Pju>XP`RqZ@*VXo3fa)V#e17St^hMV!hY<2jgYd^F3 zp``lx^lKR2h^aTF5eiszZ8UwCWy9J-jTvnS$LrgAyZ*;6ndNEhtUBnbkK`{zqThN# z?NgXm?bgcH7t5>`z18a0S6ort4PR)d8G!^F$Va{X#+oN+DKF1a7v(YW8ES&w?;LS^ zK8Zx3o6SpIpS<0XzI)?nFYRJ~2HJ>bBA4|{Wije`5a~7JlVl=0x?U7-ET6&V8L_Uw z@X-5rIi8%?QFYg1%%)04bTGMBM+j3v}1$PAF>krCg{FVnH>#8Zp60#THps&FB zP_VjI@9rzF(gH6)(5>u zj>5BW0=Y-(b(R#_W!4nUrwpuR@p}HVYroraDD*va#SW<~67%EP>QUL0j&{}Bp3>x#v$UT6qP_h_`%lbBkJS5JZ%}0g zq-%{42;N9!<#-N1CTqJR(o@Q}HAVnls;8lBzVR`UGMPquV~(dck6tU!Y_6EnK`ne> z+k+h zW%qYrui3K}3*LE9xH;`c)@U;ldfE|6QIsO4iZ!CdN<$N|sVXmuXvrh?6)wU^)?*tH z(sdZRen&Z6SK7x#%tw2X|9S#TzwzQq&R$@Lk%f*%UH!T8LJn(vl9`@g*fh|d(ZsGX zPR&PeU#{F#%dKy9fm6^PbT4)db|uf)D|A>r$?#-zK}VHa%Gcw{`{Y;UiRo^4Cx5y& zg_`ev7#+2&_uX<0yP1rJi#LsYUYqhj)!O!_!^$v6npFkaL3o|tf@8g5l#M1P+i5hT zN2_}A0Cc3{%5jC8C!cs0`Nxfy!%};2Y5UK;{r@Dc(ier&=IUc|d*niAn_;L}%u|P{ zN&ODHgkLJZW2|+&+@8FfKP+`!sm8Q)EhScOxgUM3wcYxk$40>#gXBjUvC17fxN=Bq z`<7lJo8Us_mIpRq`3XA1xFt8LMevWL1u0Vg(KyhL)C~Eh7s`oN_f+zn{8GQuw^{#8 z86^G4_g>R3U@^#@+>$@)S#N4zb6=X?SsH*wuGQ=vsX1e7>P@Mw(O((CMPcw@ZG`&V zNJDa-ov=Kqp1+nC4kZ_9Aism_CVj(xyRt@|8lngLYkWnc!B zgXg|>xslkp8~j)-Fy35iar3|q*HZc&%4IC`X%*I()jw3 z3*0O%FV{-gnU}K%RTs2ZEU>FSTp#4h>lGrJHb+( zgj>K;u=2Hn+I9!AZ0!603I4}LII<0-6*lA~hqu__aLZ!~x|Z)CwKd z^%n6-a!|&4de3pMWtr4meJADa<~W9JNOk(2uBI`I6`)n4+L2D+t0*22D?n}-(_~9W zLGfe#Cp}l5qA0wWf69_6Ok=t^LYQwY2=#^W{!^XY)+=bShD5+Otl-yqncFtDiSUq#* zpRY^Z)-MME;R0xr+VG9ags{8Hd)H!zi=hNK;pc5CXomJy{;91=+VV+sm~Y5nt;x?{ zUDhaeNCRiUXXI7BX#Q{16^)Abfy9al?~UYI*V8VYkqUH~C&;mQAa;zSIL(Rb@gjU@ z@P1e8gA=-2rF<1FG>WGlM(BBw;43zEV+C2kboBIV_jkUn-gZA28|E&@H0N~iYt?5a ze_efUGAn8VexZlqvEIM&L}jiUO;GF((c|2F+?>rTrQhPwwS6t6LpRsaSN6?CbRu)_&K4rg=6a1l)=zChd zsJcBy-0p%B&!YA874~Z5 zP_(fpiD}q5wIr^A_nkNV5neU6C=w4szs+B*jm#ThC}Gw$tl9_(_ZnPrN{oE zgI#Ns^bb#_wrKd;#L5rRwA3(|SP3z~&|H07ynoO!ZnSm)7C?>Byq#UErK{h|&>Hn! z5rQpT<_B}8M`;;IjZH1!4mYGc@`PBJNu7#@Vm1j#& zz7_g%zw#J-nXH&uj_J)*J4HV9|BN@qsnpu5jRTX-`ARGuwov&Lw!I#tCY5Fp)#5Yc zRXjY8&~9zRVnDg$vu$jklCVP^vD54jYz=Jf%GN^51VQ?3zw^z#zwaD@_G)?XRJoJK zIm@@T?U##hYVq~z#w^Zg>ej3H0CA=452-6QvN-r>yN~<@OO_r_Nq350#J^yiSYP5b z?7M&kVQX~_`x&vrZ(S>C;i=#;ZPe#?mUg)R&d>Q%FIe(wi@0HLvewv2wNlhsnd_EN z>u4XJY9;IQ%4P*ob`Ptu{@dak}K96dy93qJgIvO)auq&YLiu|9hHye#*SpO zu*Gooc>JK zk9_y2M)iD8c7}B%PDafu7n_hZ%Jyc1^F#kM!lP8}4i$>WRmn7Hn zj|F0pvx=2X52|gfeMJJWQuWAXxz;b{s*qZ9#b_yZqia}@N;19pq7#g^_K`{!tyde; z2vefk;a%6%Gptl9l3#0FnB)05^6Q_sRDa?uE*RhHF(R)e);dd^KU%$F2;|8f#b4k6 zl&exrBsXb5Ct;*Wokrr4KICy3Y^*7}6>mxJSKC2MBtQ8!&(TMXGIKRq#+qY`cg$-; zb=){0wOk%TEqiaxvBoaZ%hfq^78TCbUFn$1NqwkzIq z%|tIs;1_r}SjMsUE!KcXpn|fcMI6%yjkSg(>kD8pvtxO+IwOF7#obMwTTYb4Gs*#X z)q8lU5yr(t-WMwsDb>D#%J9RrXyNAhuKr6{67c8{q|>Ax?z{DrIy}>rAxX?N>WmgkQC_<1Ox#=0TB@d76l|lN>I8)mhM~{ z0qF&nxaYmT=ldM*_5VKSGjmU#Iq{3@7c#e=^TkA~JY_;0=*4llagN9DqG)>z~ z(5!i7(@gu937QF;X`2n#+kA^zb9}vx*WP5k&DY*y>TGYg^TE3>z1;AT%MV{-@x_}T z?0nG97p9iEnmNicM>AV9V>44TT{9%hbg5&iX0m3|)H`9837Uz@y6e8}dR^DG&BQ5F zHB&TGXFYYU9@5N^8fIzc%-S-0w&!Z*Zic4tlsTH&%d`a4<5ZQ^E7=%Z=6?wicsSKZfH#$`P&zh8A<=J$(IJ|FlUSB`O> zt9vO;nfpP71||(XKo`u@)R`~K)P)A7EtJE|OCz&ouq$n&ee|v^TmYTYM(Up=_3+F|vOiJo9#m)< zdahgl_t>C3X`)=uy_07>Mb=Yh?K1g)_odNk(l2{BZLXMh;5zQ2Pg7>0?^EWQ$+J)k z^v(E8lewBY3-dZ-7U*oo(8i2~T4pYE1Mkcg%AUKKH}namv&EWaXy|^n{K{o>gw|#c zHOv<3oVidcbShWP5W0cWSXe_RJPj&@exM>~6xy7#@Bkb;PkGj`!da|`<*6=k+k)XY zxNV_u(jwui;VFx!EYXZC3v2c{Iy~D;l&wW_#{%gKJUdT*=gc#B>g;J1(r3oBV!E_u zx{Sz>jO`5B8l1Kc&apZ^^mC5fJ!cli$B}`9t$E&Z6e(1BPj0JY!7n2O2Qn6HA+M-$ zzO;uCrY_n_tLe#z(u>8iUM&0ebI}|{f($SHUo28)vD~##?xhxG9&MN@eUjIaA4Ad? z_|w8R@{gIBCD$Q;7#E}&vWe#{nI|sQEYmFAESIuuvwRk|mT6Wfdu%OJTDf@IFru^r zskcz+$GoYJ9!WPt^8`kZg)JzCQD?L*(-jJZZzc*2%aL*_as6Y%`%m{?_ip!2%3CRKc5jsBjr_iz@>(gc zcH@`Vvd8h)bLE@4@9na@J#hb9W&fSj`R|l^^zB?}{cn{g@Eo={#`?9asgasr>Be*~ zXH9uE+dPk7kG|Bs)V8zhF<*Dwe{65t^Gw}OF_hk22_jvb2mZ!3Q zG7D=8_fP|My_Bcb=kbh}bA;oyypXLI#w*X|={)tx)JmOCrhdv}rGDD*^ncsH-ZQ!O z*{q)_S3lZ4(mk9qI^|#8gWdhzz1=shx#r$ndrx;? zDgWyJnR-TNc{FuBS_=KN|2*rN^zOOR2m526*rtc{i1DM)AC}ri#?Lbxacu3wbEV#= z2YOE57=y=B=#k}-^lEhXK+1h-HLbnBY(J2;)6=_hPDR0d0CV zZKVB-KCK>8=z;lx62=rtfofh4^+<)#n+4jF{-921Q0kK!xd)1Zx?axur99*L^bERS z4j;{$Sz=^av(MNvF3+dDQ0{<2UMMYtW?xN9XcO&Y4HvzcC&NcPk9Pbg<)iMyvV54| zPr{4vCMW|5QLzNt7kxZ&evv9@T;$6nSu>S3U=&z}eL56X5H2%F|ydJSAtr zU2-p+2iLz{xb(eTP3u02R6s7U{w(qe)bn}D*woH?T#;&`q^~1iL_ZUzJ+zuOgACCB z=yI?M?WIhSb6}M=*hG~4ZQB1;dOkK!`Z%qo{3jBLxnuMkyE=Dol+mQUv=zCX5{u_pGgqIM=P_o^(bs7SV-6ia%M+!|U{gkZ z(7@x*#FW2&t`G-*Eu64fGD7NIP;6Nftmd>1qx#i-4Ex&2cKpR;AqCaA^~s#{4I~e z=iEd6z4BZvn|7dOj6D)aeTxM)BwK^CaBP~=WBSb&w(1NyjvebUasG4} zC2cXR0uYtFhh2?qq0jIgBfvh~AjOEG7$3$$Ta3}4Fjq5@T1EdWKcON~nzp1inl>17 z0e(Yb(F$cO^MM58485IA}1lOGDOC}{RZGn%J7(9>XFtgAGng-c3w$LlQz}$PqS2@bnNb_$7#+*^5 zFU*73mXV|#7Pl%*I9g~abrqw`Si{8}VQjGku>#Q!>|=jVnT30K3LK3s&Ykp#IcNTv zb4G_2(ihR|$Khop4YIYOOc5oT9$f(@;GA5Id_o$)sb6G%;Gi}&V-HVU^b}M$McOw- z=o2o5X0bq|Xlwwy3)&w^`fvV4fnvvZ4!{Ao>s~9Oa1K z3V-E(Ylg4UY}ijoC#W9YfHvh*TdGvi`-YUlXQwYsYf}#seg(Ezs>i8s_iKCMp~9nP zVarAPnHrdP=e$Z1a1Ud|B3D4&wNJE}g*9k{vBY=cOfVPtKk$5D`%Us$nb_>iR&-ZJECl#E@zeOP>KD+ zlcd%{PtYS~gD3iAIRFZSp72{T7xIq0#2Rk0?VRBnrNvaGt&AnJ>l{~XrevW%Tt(et zPBbpOXdU#{Hi@UoiY)T!7U>O{UuyUeCCSHBxHFC|Wz zUp$MnZK8}nGpwXkx{qgJJzNGQAE4KbbEgN8#lBQKDF$aM8Kk^`AR0Sh1> zKZ?9SW>DByT8eqaUdRp>q=yy2Huf1sWhq!x#3ic21_2BH zr=TRg3rJ>s2KW`glptl$X0?$(%-SX#*CU`6^-j>%zsmyt!eYU8>05KwrjO#4j)Ij4 ze#PE-t>9SkI4GUF@pypXXd@U7`O5exZyhOQECrOzQb!Ryi*@yW7OW<*BN$(7`0l{5 z4|0};XS|=gx$mRwgSbV+*eT2hddWFuMyh8YT{wY*XlNhSv>+^zA+82nGi%^#XhXi!x^%wfL$x~BsPP#g3LL0M zkWpkNj6I0Ov|=1r`i3VFB&76F4uOTiY}HoaJpGqr84K+MY6L0pJc{k8HY~VM6jIM4 zMJUJ^XOz}*jW`l?LO%w2*o58PJlPrnQDu2OnVPz7sw{4)wh@_?PfA;SJI&q^C@88OQaa z;Rn?3!!cxxo=NylDWp^zU%J7m|IRaM2RzIg-wbU*swv&v;w&S@0^K7;cxCIV(&l>zp>_8M7%#88Hy^VECl zMOp!EK_``(;0@XVy`k^rBe(}kNV%9sW*uPGs7-(Hf&f8kQ)j{d!5Z8P zQktx^L|cqeb!@9es2`5A)k@?JWVYk0g+fiVskT$u&J|wk+Ma65+8_I59~i@0Grh4# zHR=pz)~?e=qNiF#TnX0ek8+(Wj;KxRENG>Rp`a#kBy^yyCZ?1&`rfUsP^5GT5>!IM zGwMCG2ohmjS@X^-PeWG z3)hQG)PUk*v9!mlbf~x&iNMqBb+y&xc&#_upofh1B!NRT74kg1Ejz_;8+Am@=<(n;_MYf7ja!bFmdbEzZvdGK^ zJ>c@B+*xHA{g+M{A3ajq<=zP$b6yIfjdia4Rc64y;xc5W86DVv`X1=1SHNZ1OwKl5 zA_}u^{dx)=1CBr`(x@_>{#M$f=TcNfOwyTBSc+qty6J^2*OF9vAW4)!W-atRq4*hU z3>`aK``QRQUSMS6RK-U`UzH+wW00cuhta1EeOw2Pc+?h3GqkyKV5K{b$vvVZ5ivD! z5B-J`m~D=!-Jo&p_v-bmvX*@$qS6rQinolO<6F=RFj=la`k@7(UU&g6q+mU(aX&A6 zeOjwrK})<^{m&K1I~H2{MQJNCjGl5Oi_%g))Z>euR2NDaP@eSZh&c}RS=4L&j0)6( zRP2QVxvSE;HF(xqoEJw}Y$~GApQjWS*;hX2ywV4L=Q>e{HVg8*Ucq=V>nyaES*oqB z`{ERN7g|;a&=Tuo%`uKt*^0(sOs$(5*tVzY80zC}w$Nm9cqMsXo;i1ap}o( z&Uoc9QI;*SrL?wQDIeNq`j4HV1)x1JHv4R8b?B+~9w`XAmD7!Z(w52rjI%aQ-%Fyc z!xJ2#{gBf_}T1Nz7Ku+TrpnA(*xJW0w?hR|Q*Fg#P4?npS-%&)!E4-YP`Hb2%6 zzIpqpH3+TL`YX5aB#zb5qm{OlwksE$C!Z|UR9fN+`9(>lyv(6;+_hBantm!()v4p- z6TAe~@733S@)`Gd42kb(DOr%A)X6jX<2t>#T;=F$U%5U&k^=nY0sF5{V2x*6eN4FR|wY_)^(a`j8qAWa9pY5WWY!N;U3`1#JD;(bUPa{!?sheSI9m zZ-%{XPKbUAyn%SqC}t&@d4La+!a02f_y+J1ywJT;ya42kn0rJP(hJEBA=LqR%maElSF&yP5}7pQmpna?@q({`+>+;u*MW=@7QLD;7cXDUo}z_# z{mg{HALtP+de7ihj6WK1aw!vFKNz2A-!^47rXxmTQ!? za15NI9%U^G0TYXh;ePkrQqC#Qz%61Aa13_0vQN(|RsazqkQnj_3$q?WX0gu#R->Uwk&|8Hi$o@kPJ%UAs$Fjn?Y}K^?ChPIf_|bm90ky+Io`*gFp)R$x7Kw zK1MK!IpQBO+6gtVu!cg2Yu4B%98*0>TDQhWeW!zb8jE)j6J@FI57Zc`{xl?l)TSq{ zay`A12dYmF>Xb`~wwm*9e3!T{+3rNTi8R;DclM2Q^BxDqBfMQ=t~6V|BjbA^M9aCG zxOjaxgwaD5C=ndN{&@0i;@d{s>$@LD=8ewVQfo9LpC`~xWAbFP&s7%U<7B;)$xR_+ zpO*5j3Co=2%sk~Pt{IvujHeIHbu3&rd%0@pz}k0dW-DjsF13>j?^)i7@$DU+&y}-e zu_uhEv3q*VOd{bJeK<5|=;iz$I*Tk+FEpq_OP~c4#N2g{h)EIsL?G|(P&1Eoi zz-NyiVK=*+`EW*{CbsZe7=<^F#W{oOX{i#NcDeN|C9 z29UWW|2Mw`tx_dFG8WGd{0Z0dtm^v$x2p?yt`b)dE3y{(fTyDR*|inWhR8Yo(16N3 z{R-#BDX9?JMb#91tI|-V7G#QKM(R?K|+(W3N`_u zd>$miF=8r4t}2cN1%sNwEnr=+2oY1B$U+1J1Z7OkNC^AHdBMmZXW@F{kVKrpIO1oJ z4#&9;9A4v6HOgv~8SKmxZG+Dt{z{=I7bA_EaA7a&DN`V2FG}lfIX2gv2j{JE-rYM zXq;AvZKiD$+HcH^J>z6#fSP4cZ361{J%u;^`ved;PZQ}9Q)H>pMO#7d>M^dhjUF@8 zK^#xd=rIVI!bq?-s!v`U<7m4WLB<=q#$pe~-viCsGmd&C^g&^d8t5;-TxW!oTEXbn z&DiinB8R@mfmJ|n7*9ruQn#oJdVpGt$U#R^FO*~P4CoyC7oTI%L3Osy_A*oUz^n@K zxb=bNiHcUP6d{>~qR&MPgvBdnXNxm(uXcw##=25AwbMT1ux1@pUbMY6vT3$C+(*yk zW6&5j3X-DwJjod#0*ZBmWYEshdU2m)<6Ah`%@nzvmNJ^!ugnwN%09)IvLgpqGIw&H zvx)u744Er}om;I$X_Y(WDStVwg+E`)9WSK@-XN+z0W54MuiF{$0Rd1w!#gsp9MgVKU519*}- zVCL~>Am5aeT(49_MlvtRWM;~{oH34ZL|%lR#+N)CRk|bZksUQ(3r^PZHcJM6hfAst zlr1b7_ySuWt3`WWFRi{+JOJ<#8kOVv1Gvka0{y~z!Mp;?9J>PTUG+NFgf^H6*==w| z#s6S(u{wxM%)-8zy&xp>enqh0D2a*SkIFsd&+{xYG-u8)Z)fu6=L`c_nD-WahZ;m$-z*2A&J&EvyRj^6^Zq4o zn6d>{2KV}Qw@BXnR`9i!0PUb9S_u72Se^)8#sUx}gPeIX&*J@4p2Jfp^Ob#2I8Wrg zORf>6Qzw=LHS)eKW5T| zk>-9D*5F*{3Dk{Eg_p&w0d0Px`qeLjmjvt41urmkrLCox1gi^s)Yv~)gE{dQYjIVr1#LDULG6H%$&f2bU;QQPT>MfX&csAqsZbW+t?>Pxt( z#(1cay0rXjoJH?}$KfuYtd)*Mt$)DtwMCxgoOudHWojIjJ$Mp)P2cr+P%l}gzEQ8Y zz&3DFY)JVP5Cw6DwOa#0TMlh<6T_2lX8Qw}Gs*Y9TR~2}d1=@m# zp(waco`#m7A0z?1?R8q^HP;1RM<#H$Z^ak^hC-n?Ejn#OsnM)!`3oL{X5j!VTo=~Z zlf$9PUyQ%okpR=a2;O{M=c5`nZsDZ&$x7xY)z!IO{~`VFcd0~z64N?P7nvDlW_h{%5CA4?O<6YCWTp#7?Cj-8JE zj+{VJxUj|xgcnoKAHP_><~aET>V~@XV&c=CF#9}t%1|DARVE-Mh$i7%Gg4$k$*7hz zZe*y9^kCn(jogHv3m#F2qWj#h{zJ7T+E#Q6ss;0cFvZ`j(aXpQbL>FsVt4Rx^_GJ$ z!JHrfYyuI3$c^`2!4qH%j&royVOnHbH{dI*I^r5*vL%{&Ia?qaaGm(ecnb&%LwTasVlbdNaTT~s>;+B|y;`$)5zHvw;ttUi*p_FDz-p%F3k5;)<~VP9SLEnh zg%0 zT&q_|ZdEF}t*s0<>(_zzkq^i^*GQ&nUvq?guE9p++XF^#jUKbsMnv);qxc@flO+nx zcNJXt+QcK-qx@@NJv!fBcxd1Y3~Y@a?`sE-4#caUj7&9RZLGJ-M8C@5cM#aFa;(P3 zwPWkoC9uV9C$drbNX>ki!!K9(<%oyU0$caL?Ixm5&ua9X`mm}QkLnYs(P}JE{dY(( zB$u*L`RIE?TCdDM60!R6>Rh6+@OLO-nM<^o{yJv8ddskev2!VCNBvrOk<59};{>(p z{XsIKp^<%TaU5JLa#qrTStFtb*2p(9M8wRZTh_=yxX!U(;+^8wC z1`oYfjTMt$@NXm{EM z#!nP#4nDKR7J7rH@Gdpc4Ww23~fyIIcg7RHJC!=OReymePa)80n!EE;%Nox>i?~o;COh&wxAoMA?O2rUTkp; zZvS6@w4QE!z}VU19iFXiYBm=w1*d2Si(=@7T+cY!4_d9yS{#L@!{epxjr71%rhnNC zD|+EKU-Y5VFSD-Ps$OOLtmm2Y_|B9~%znQxs>~Mg_Uh?Ceuz_`EoNQ(z;?wn9(QYxFlTqaeP1vTeWZwg> zIU2@VwF8v^zTsab0>_Xd+{fKmcSip8(&0*hv!@9=jhGnbg%xhQ=E!TTBHm|lV-az8+*!TSMe7pno>0092ztqmR(fk@6-$|Q4 zU!mh0j(mx3p@DOJg^eS8*>S;g?E>Y?Y#ik(j@IHH=l!Z3wa;I^m!_9M&w)MBOF%EM z-WdgbdA?7NKSO^TeiNiIK0dr1dh0x=50&vosxw#mWUDR`{W@1Qj{si`bI2XcEArL% z@y)tG>Y8tFUWT%mYk2#eS>|lD;*qb?HL~0-5HQ>z-N6;oF!IsN7pSt*b&Vb4yQ-Ft zl#SHGcMT82d;B7kK(AWgMvsw8#KI`mUKfjkZbYxzaK>w@jV)F&j;hTFjuE+VrO1XY zY;nI=^-7SXI27v=TO7L_^r?NU4UNqz5@p}-gc)JM?ymcO8H;<#4g{@%`Z({N-(Ul+ zK3g!W-wms{^YQYXt@;fyzPUxtB;Vnx7`A?g>xqHyaZyvPpC`~VTPdP8zJfoXAD_W< z@NyQ8J)gd^MIPr1smo|ljn+`JJs@ur)N0Nq2%AET$)13~!LuxEb065(w&4Mw4L-@e zI;xDT{s8?EqJDe>&VX~nTpHcRsxdAj_5|C4Y^&X3q#wTy+6bC5*Ffs>y?%1USkx?{ z(i(j+x3?Y>t(uQkHEG3_=q|QJ5bEH*M#oyy22>++71yirypMf2sGuiZB zJPv=sVQ`mM!Hs5tyM;ZAJ^&wqR`J4#>1zI!9y{eb5~ZS6t_25c@r$_Fr$)35{H}eg zR~cPSTkspu7FuLqJkBxup}r(T4LymzqJ`M^H8T(_Nqb$`cHdldj#Ib;S)@Fo9_)AY zbT4fgAFDCm6cChub(R==HEDlr(e~Vr2gV%pDxbg$NF{I$2nUZJmJj|uV}W{`u%Z0Q z09KW8KV+5pBWB~8vFrQGY$NxiKemj88{re*)MG@(MJmuQl8|pG&>lQd#=qU_<210F zMa#^6d!Qu`e$$Vo)rR#(Eky9m0ssjT=l82SctFi`fzRkQqku0!52(2jc-VZioDty+ zSDUi{nxq}H$d=YO(H*aPtnbAmhH6~jm@8JSdFbYu^et4j@F*zN(E!MMrG1U|;`_sL zb*+a&o7PCLIt34geG<_!$`r;z+zi50E1|W}RWACBMU_>ziRz_6=u|9885`=~6I~fMxtYWC=7|?P>A8k_+mGs^L-UqJH9Wa1XM=r;LA$qwFIAz^ZD+II*aIhG^I}6+OB!4O!VpD*NwiAI2?X{}PD>CxQ(t7F@J^7k9CIPnY7J-wEg2 z#7ma4RKB7+vV7}zvGV0#zWd8}jrq#&BB^V!U`M`o46+n~&Xc3_m8Z;~C;42yNK8Z; zd`R}CktM%JOz-Omh_C6hBSP=!C09BQ?%8v&F<(e#0aM~v5Dk)<&MbiMI0CL$?xO+l zO(6ZTq?NQvTPQ$!agFtj7t{is)c7tM2%0gz!~CN^pd+@-k>p$5Qy0p>U+Z_7cze<> zVtR*qL3_$vW?N9@KF^0j)kb)>zm0UnR;=r4+nF7~9$bq=qksmGqR2Qn+sF=UGlr^7 z%dh^k>c>RBhzVJX5v%Xg*bZ`r<9Pq{5Q3?mD=0}6CuYJw$+vI+RZ8_nKA3O8{&V1K zuzm~n;o_mhQ;Fa5;h?>Ti>FY}p>N!P$Uu?4fg@65&66v3?ITmYmtaJ_rQB70miQ96 zQe+5z1)$Xu@GdzttS89$^hK4+pRVmI^$dXg`k z;*B(a58oj(<##;%&V}y;^3@B!P-%u4dI>*8jllUP71|J;qJ6;p`2?PfP8gFXk@=&R zV!qxi$B_BNjL?a1r`C5;H^scRFC+Q+QmFoWVq zFEm+18()>EjPJnlb^)wgwKBO+e<5o%0I~%O6@-b`LFuAT zwSSGC362^e7TwW9k)i&@iU^HC$@}Oi?9hteMAJme@Rn4cGJD`U-#yZAQ)P_O%_ui= zPmixQFg>K7j4q>rti&hj)yPQaLEn$^P`g-M4k~sY!JfvVMS5mJBB_Y@n6p*A-_<7x zML`qvPX7`Z7sP8k4w(yWp}V0(VtrhXhlm&Dbnk$Oj|~$16V) zjUqP1{UAgl_GELj@Ejz%2-!Sy^LdzktS#*{)}VWE7#50S#ynL^Kw9z$+zb+u&Y(4^ zt=bu8^gvyHql10k&If~GJrL7S8|mHcXYc6E>wB7s>{UOnwxc<@XswF+tA~=h_3YBC z>f_a$s+B{}=wTmI(kmD6A2g-chGX&ty<=eyBx-J!`rQbph!D=9=mU}>(aF-IwrV{J zwTd&5R&cikK7yZo=R*$_99HEI=+P)KyyhDa-cN+rW5#U!j~UeF8+V{eA}YpAh^m-n zNCd@PBV;5+pCP!CJRGy_@G*kFI7-Hh@0a+F3DFj_UGRvqASI9n6#IpYQa*{0kz94W zu*10uDW~LM59vu;l{Cm>a4^re1$|U(ZVzY>-=;X3wu_0Y&(J(9WHDphkDkyDEoh(3 znpQJ@zCpsbXVE6yMSO-)u6NKc@R?S(x<{$3eV}*SzUnnV=W(4Q(BGm4sHNKOP>SfW zVo2p^-WEawMD$D!>lMRwmww&U2A zuS&(8P(a@Y!_2U!eIbQlU-Wavs7+L?AIT^9e0qR)f>v-9S3p1dlAsf3pEYkd>6zdi z5Hul_iamrj(whV>@Vf-Wy7&ei{sAZ(y8kNNK|~Ht((53?z{bL32iF?Ug}Vnu8o;yS z5ws*yM6}Z~EwJljAA<#T(ugbyNdwODx2aZiY z(3yU_o8I%L8NFnS?|F09`~tBRD4_ZR(a**vTyx#{cBHWh{cvC(agSa*#;~8sz+GnS zgY|eiGUC(BxYmrbRP9V9MfHP8OZv#LfW%(lE+haJ5yjjd>fuPeN_&%5D_)- zri=^QL|3Rqn$e?$^#m>JrDF{h%42Yp6gWQD$YWT)`v)fWoi8~WF4jk&barH!3uj6H-}rO^B|sOfGVrqq(&t zK@2<*%?(BX3D5@pFzR!z=%bv9YQPe-R9u1mC;kBCfaZ)cXa|Dxz-UH1wM#)ZzHjQMvsP?Y%Kyt+CCkd$TB%vJ`A(Kqv&FF$niccEv{?AxT1#cUbPDTb zvR<;(wN$B%v-~fvkvZyrJ6k+k_z?L&XZRLr1?|;ONW7V-v+-!7&$Y)j7EM1`^j6j} zAPzmOcruBs^DYTdXFQ*bClPs2BS_cSx&J{6gj;j$>wim}IoGh@SH!!BM-e|G{#AUG z)H~0>jL=fXn_p&x|0Kr$Ib-}6$T3EJku2;ni_9!F&69u^xs=6;J=~x{R4d^Qn)c|J&@+*=rPbv(XOdcG<1R7YThN> z3O`rRzWygY{`#ks$7pw>Dquh?ZheO0I%GQgeJdB;E>2PMAa_73=42}s@to;dL_QLm z7NJyxgDeISSdTFfY61BeZwBSD;L9VHYy1`2iM$pK>hV(^yGAM+BNrKghKO#7P3;Nx zHw)5{Y*BNmc{Z{XJVq^Q19Q)f=o-sKR~Ym49P*fAv>Jq}T<1SbJ(2~q_;fs;$aS{B zm&pBR%NBUjXgmLb%t$p)K(>=33V!5yRp)TbT*+tCO4}cb4$_;YYwD;n#eSNqQyN zH;Qf!j@GjNPONU^6?U^v)q<|li9REv=moeJEzejOGXZCVrj=qG13|0b*{VpG+2uZC z{dH_P@4`J^Lk)O!u%AKo&Z(9y^CljKx{!P>>{W{wD#LolI+o&?VQ{wSSj)j<{co~~ zhp{!FW(r=c>h0v6J8&~sajar#5VwfDW;8;F&=B!a{`y!3TGd-d%k}QjF6yJ$A}P}+ zafBYQCuh+ITUx*1&KcfG2T2=u5G{k4;b$bfQ3wyot^L)WjV5P7AH&ZZk@2PN`X3NJVub9uhMO zY`K;TBa26aHT|RS(gijY^W>L9lzmvJ_;zR+v&=R4xw*5>m-RV@j4fAjccl}ypffx_ zNH_gU`q+^}@}>L(^&zV`3O+`@Ae|})gTmon_^MK;*qyQB3EI_udm5RE6y;ht(tG`4 zB0LO-YyBeSkQ*Rryl^!p(U(M%7rDf7u0isFZIF3vDPyP;K7orW-&Y>5_AjleJjXTc z$yXd@bm))1V#b8_>Ca@GC_GC~pRE@C8&x)rY%ho~gW#$!*PH?Ull7Z9T&Z25MqsR| zU#)>pT3N|cYxWWC<7!cz^QlzjD&ix^KW0q-C8!bE?1)i6a+DcKck{j4o^jnph*7@i~T}cP%Cd6fiG(dK+k1=cT9B--nm4h1jCJsb?jBlT_hXu;wx4wwZ811GO>N5sp&BSW3T#XX( z2D+Iz^688Ns}#0~ zE6u8^edbED$@}lu`yC0jsu_msD#n1QDnR&HF)xe^8wM%`^2fd+ghFXyQ6ppG< z#L8$8{?K#MAGn}uK(;H&HHSdtiw_U9Q?)~l2&p^O7|^|T4Qu$r<7iQz1`esn6iz@J zn2jvrB)gR2*U+lpL8;9*W8`|)N^RsnMg7BC{ba46BDRRdqh-u@@)*xUd#P{CtwD0I zs2|iIY8S3jtFX^Po6tvS9xLH~PS0Vq1c~H<*<44JqhhkT2!+TBdc# z8vU|*Vxe&@=SuTNT;T<+LTazvpy!wS&ByUQJ9yTt%*xNoJosI?$Z=$&@&^7#Hj*Vn zjtuvj+X+8|_TYW^7|yJ%=yNIUrAM@)O7EIMjoDiRRz8-z(QU@pQ4wW2Kj2Ac#IMpo3;fC5Tw`&*K)p5h9O)t^2A_hP zkqOX(MM|Nr>ajr<;ZdpHdd~4zk3oY{5Uqfcw06d!RLAN+2S< zrEoh~N$;iEchv`KwzgP{tU=HjUmPQ1WELXvpce;@5hEgsgx?Nt9^TFuzqt^HC3zC`jT$(uBeL}c1Ga@hA>7V{+WAo?aZ?Vu1p(tB7lBZ-9324Y(;riJ|S zy>h?1;kz|>8#(6vMz&}<-pMiLx5l%Hi`B1m)c@Fsx7fUP=D>H9#GxFo8SsoF<7%|d ztvavFE#vO&@@pL1IRafePtF?18U*XybIj~8DTZ?vqlGm(EmAkLi#z;pZOHN(KSNuf z-_S{D5+t}*I?`Azi4TfDtub^p5i$`cx>%2+I8`1|?y7~c>gB1*Kb4EHh~d({JXBID ziK?xN+)^rPvm(!sXh>cpmN7XbXqC=Nl!{5H$GW()eme&lgaqx&HMXm?tyt45IF58h z_8Bunw)*y;^3@h%NBcBmA!-d;C~^`!aQPx9O|!|5~F<@LbRmzV$)t$M+u;uTh>k;R zs0l@ZdL7h%bq@6fBbC*EHF}Bvf`zNAHf0apgr5L^L8TkL;?S286)f>tBo|&a`SopPD z(J4YEKSCgQDqC% z2NmgCL{ey}!Nc$sHWQ0kf}Ceh>y7hD5{@YYyiUtXX#fXVi+*}7GOknRz{flteGPrf z2e!&qLdDg;j^(2toVJr0t)BNQ;M9rK_}}Nj>9mDKYmsgGXX}+gTD2U}{;j=NPIFZ0 zX={*%K$?AB7FL&`e)-;Ze3e4Z*b7!hk@%$NyUW}y$xmws5} zBl-hrhrA;OtaYzvu-e2(a0-4yzAr`{&NnSZuINRB7qJldgJZQqrFuBa_yzn0J>vI< zTIK$Vp0s`7MkrUh#UkqS46>zyD++N9j#KE~MMF%bu2Nuh7_mx7F_MSD`I;XKho<05g}Bd^%n8q^2*x%b z-;Jp-B8(La+l+3>XCqPm))V;?}Oe#~$f5Lh@AE?SFk1Z`JHnB$blX zufU1EkUL0{uOg51L+XQMobXP<^YS}Sq|{^ZBIC>TXlS3UfPNAQa@8-WE$<;ko!YkQ9X!e#KBa_8jj2n`KXDgwk z7WzkTp+2z2_>pO5N#C8V*5gN=dSBIB$|^^l7#$J0euS=~J6Z!uSDINL&tsgRC|bif zs?E)}VFcMnu0dT;HCM?~@H40i9_G8Ja4G-mng0_C7V5w6*UwzT;*sJ-f6%{jM4DyZ zXbn%MH9l84!!aqQwvw@dD;y=>S){e>`ycx%2SCqoT*YU!nIgUOd}`p&-uqm7jP9{T z;w0*JR@nCqCB2`t(H4$RbBr@QLvc$gfR34Ysh2x=y8O<#%9*qbX{iKel#$qKGTUxU znEr8>T96npW5HOV)sSkv&maHdKPpPUup(iBvNW zhmoaPKF$OGkJXn_M&*axPJIwlK%|1R&y`4mx z>(?)h z2kZ63z!@uk$?jy)r|4Ie{4yv0PJ7K;0DkodFD=i-FUr@3>=Ct6i~deMnm$cWu5a>~ zhmS|`jf{AW{4)cLJ`r-~f_*(PcxCWin!DfkShHm`ojI$sXBGo>;L9WerB_F9j`1q9 z49qtGdvh=EqVijF4k|6^8?{Z+hMrOXXQ$|%=iuYum=Q2&RlR8}9zM|qfiFJGS+%8B z()h>7CsT7`F_>Mzmd9AjYj8cfOzQ+0g(MN1Amfy!${O?n@)YUh!nS%s*(&Z~ElNk4 zs>{HM=n2s@Czoj zm3UvOAC~rUTraKuVk6nt%=ddkg{Zd8+3?PjFYY0kvJ|9cTIrcU3%Kzd%Omg#5fYAZjeG-# zRKKovFLk@n21c?XO3|aVqr|3nX2Q#ra1tX?{Uvg(wK2w&>Z=gxi=V~QjGI!PUw9HZ zpnR}Kwrh;cTD=lUZ|sJB{7}kpX2Tk(hra5ysq@V*oUiAEIja^(MfIE!-!pU2mK;>= z0sUZodV|)yhWn&6#|^sy%7hZ&Z`L`GS(a}r|8iaqljB7BYjI@@}@o*fq*FUzgsgQ$M)N;9qpKYEu{vP}P zcaifwN}KSFf>*HaLG}7JYi{%oE%%rY3+mJ=;VUOBWJ0_*fKy-3$nZrL&?aAP0Z+b_dqJHaCZNk>GxN(>6>#FL|y zw30 zuNe<)NQyXFief%#KNLWbzMOrwu`#)q`Jr`;v0s>B{A8Iyej0$wds8B1< z!CwIGmWt~&*t}${(F!xSy@%_d&YI0_4braopZlbL=L3p0myM&Ke%g*#jq7+S^i1#A zN0Lyi0X!qO!@Y7D5e>I(2{yaei3!98>UN}uQB6IXNSf-Qp*7T@LPT=h5TRj7B^C&sh#EL%{XBgwO?oWRckwgJ0|^|XV;BzSwk zhxSOnqp@JIAkRnQ)@(oIIdMPG7{|E3zooPn@gap79r_~{Q}!|vAWRS!t%Uxx1))~` zsEisj>tTXg7$G#DdI+B*b|X5Mcrq=~wnQ82HT1m=b$@-6PkR7dfyE%= zs8JqsT|g!OKMG(p(A{cDTEiTu8=(Uz3tFhhs*TJ(`Vz_(>wlHeq7V9*X)|MM#Kf;} z@f?sxjpEW*aE6g0eW<*N0^*=|*ixV&TJ4ou0~KlTtB;T;fj<4!@-b4Q{RMgwBUMbu zSum3Khz+TYITz7TJLr(P0OM)JSHCWI>MONI(3+7ZT5T+eE#^b?#z@q8<(EDBYVW{d zP$IMKsOp7);-KeB-;B4O%}V9Wf>_M9(`H&+@#6S4Cdg5wOpbZYO4pBIek%S1@HLcF zZByUX1b1_{y{q-`%hfJiQ}3tW;%M!8?grm-jNj^y=(h=ck0q_`YlN~Q-|C-+UKt^= zoxFohCw)SxP$S%hgrI1jA)}<`I&R!i7sij7u)SbxN6j}Vd?&&zGkg(vJow&J&9C+S z1K(@VLx3lQ(bXq{&85|a{Z+qC&zRNhv+5_1S{WJ2_?7@8rY8Zqqph_dFPwRJsrts{ zYbcsy9OVyb26f9h9AQhWuPlV#kw0)RG|n6{DsUuT2B<;{%(r*7M|e*`T9?ALHK1_X zO8q`ljligDQA5>zJJ=W!^QX;>Tt^G46-Bz>2xDdLqbEhST!&mn7pOtGk7GWeK1*HU z6VTaJucKpFq#AU-y0L0|j;Mw7!Gm!?mv}9GlM3Vm3MKoOH=lTaiu_ak+PpRI|KIhy z0=$FI8}_`TAg?srbdq&~dMew9`4GM;Sw;au;R0sNM{|Eozac|Ys+l~My9a=hGl zrYU;aYpj5?EFxFYVT~N%gBC$Mj$%0UIyh8R%3L!$&X^L=n2Owv9MonrdJR1zLzR7U z7xpv$Ip0s>ogL&H(oeslzD3@6!t04|kS_w`6~yO9wtW5nw)MYt@SiK@ANXPj$M7@y zziPR1XztMK$TfT~ng8Lzmq7UD2wx%@mM?$sRb#$Z!Z(mdq%2w%zmB|gzIie-Uqcx_ z@colzv$uS{jKVil_@XjjMBy7LOJ!ZZma=&HW(r?R;oHh1%J)(hEo;7=;{NdRl;PRq z8osK+6$_;Wd`D%G(k{OC%y&@uuOfIr83AOSo?kTvGK>+`&#b&gnj_iCsG#64Qgfn< zkUhkAkyGFTq&7IiZ$L7aX2|h|_1Bqk_1!mxZ^6n)ZtnpSh1<4sC_xkfvQ^H42u9oJAcR4yOX|48ZoyO3+(apG3+ zuN+6_eEr&z--Y7}xF0Sf=ELH;er*Zvf*1YjlV4NNwo@kwF zwbhshBV!&a78z(?-=)|ceOR%wK2r5+)skQjWXkHb>#2dBZt;4IGYwQs>XM-#g;_IrE2(hlQG< zXTGn)_jVR8JjU0?`G!%Ye)z|4lJi}1xN2m$i!TxJWh1|Cv?I4=$_US@H|%_3KOQ$%TB?h_-rW(b5OL0)+gi|7DkG2Jb;4 zo#06%ma>cpgfX9r+bUK7Su;P(Ea(T#h~0#30^R6Qk*0~C@}(Ky{@@*tNAvaUhs*!^ zyFXvrzPG!lyQ{mSyS=-u`+LgG-QT+FyBoS|Q?5+8y!&(ar|z=uk6DlEF6z$je&3zb z{kA)^`%U-jtbf&=-ksK+(w)@(qWgK4le2YFcYOD=?%3|A?x)?6`Tc2kbe1Dh4(kpc zSPtzD=??7IgC*6;;9Gty_vqd=|+Xv>C^+Dx`*SO})f!+RPIiRe$?%-0#A^D{o zk|!OOXC7Xjdw8}FPiu}&dyY>zsXHOdiCKP;_Mg$6mA;(Yo!y<6_4(Z&x(mBY(&J0h z`^&qlG7gN#Uo$c{cQ zTXW>r=I=TB_ng1A`A5nf&F!V!TF!FKjX8HisqflS_vNYovgV5B(md;u=Hj&B!nEYP z<~M2CnavrcohLV^q}4x94}RJlncf_nazOg_qm-8v#NW5JB++~sXK_=_=zhwy-aSiziF`Jfka1i){gw$UjMboUkRxG6J#ZTFY% zij+Tv8!iZyoE3UGHPrL-l;c8Iho>A6%G|sAQTM}c_imSNr*7MByKakat8UY*H|@UL zZPabpt=+BLtqZg9#p z-E>)|>82mpnyQLy8%d}ZflPjl4nY^1i zWxCWleW`nJH)G1I-RybpTq$#w7R=Ml-Ob+(>lRE|B&{2fRxXv+E}vGfoU&?qv1ZD; z-FoTQM(N)s>E-6>?bhk_cHIu$_q&}l20zGH{IHD5zJ+g(3`ZUp9zi*f_loY(mVOC^86*FXDlO zmQPu&S-shySwDQTS+jNcWcz04(99m;iUYzEM>IbRWt~)b;jGZ!d7=A@LW`G$_OEWP z3#Hx`n!TsFv$?mquerZ@sClG$ta-M1rg^D(v3a?9wRxj?yZKMb*yhvb%apI0Z<=0A zvx!osXeV!{X{Tz2<|o z_nowQO!Gqe@My}t&4c06yThyS=3kpXhZm6nzsp#h9SLztq{T7KvCSdPVd1y~n!TGn zBV~4s)cIb(p56K;pY77mBOUrVMe(=8VcTPeL+weZ(E;jaxMH#SY#DrNid)sEq- zT_a)k3}-PeXihZTPcvR8r<{@TJ1Zl3PRj4Q-*p#fT+!p`^Q%&BjE+Z#sln7?d|?iI zmaHZ87C01p8Kelx2Mgj4ATNY3bdy;DY6Ic$^~e=N3#+HBAN{mN%8rrFdqyAaAKE!2 z<(THE@Y@N^>5=SbhQiK?_PL<>eWd@WP~H{M3D=}t8_xS{;k|pqeGjDkD+PLeI@|~6 zjcHzKUeEGY^Jbyzk3!#Lo6kb&pN9j#4G#_q?N1mU7}QRZ--+8vvprdsx;07mCeP8y zQzi?yOx{je)>91}n>0K$S-EDy)ZkylP1`kJr}nYo^-r6RvwWEK$B_UZg|psGYhEwy zdN~r}ndZ6X@#cx<;mC~#(+6b89nD?QkN=34gxjtg(1B>$OCovxkdgR(M&x(Vf9Eu3 zh5t@(PR)3o6ghQbxbV0#eurlq4@%ju=)ip<&32De+cDB@+wkQU(SREb=)l#37*;C0 ziKU1R1ZU5cSp#E`aYL>TSp#_Y@CadLgDcUC;7U;?)|PK-=n26}sd;ly3U(4%Z}=m~ z^8;yOC-L7{{J(yDoA&W=JQ#`p=lst|^#_8S?km{y&LGd*yIZ<{L<-yzs=Pj0_NvH& z%L~0;Ty*UPq2O~u&1VOtofX9St7wf=LghaXemg1alMAK;XQEpU5Ar-B3z+Yaa0dAC zz{rpNv$b!xPc#wQdAI1MAB2~XC0ln}cAKSqH_~L2ZvF5YGG*Fl{i~)HYFj5|t<=u4Zh6)wdFJMM zHV9#hwB&n{ZRpP(v+PuOedqA{?%iJD_I=a({j%OSNCRXHj;6QAg!7Lrm=@muWk&1l z@csG0v7-vtUzbt6CFQQ5R{q}(Uyfw5`;j6AI73{fg zvuU$Qvt6|5E-8CPBODNIdSrAd*z(krUx%}QmvT`w3Apa6@bz^me+xpqBf1oRel%S1 zbn{g7&`Z%ruZ4HsigtQG9Q;{0>+7OLCy09!-i1#mj~<;e%e3Lq>7rGqjh36H9b9xP z8gIsE*dbXDjs~1D%dFA1vqs;}lm*R8nXMd~xtt%Iql0q?HBjHw1NBc;ey7ayCW)k& zsGT6s?=@{Zu1J>8!tWo2<3CJ$-%Gn+Py3%sKORqSMi>5uw{J-KOQhJJQ!a{JJ2zwT ztCU})fH#he3_Pg$NwZJNZsFbUhj+J(KHVr9b@hxfU(_8QE0ZtWlJiFH9o~4N3ix^P zW#YBK$MAUO@L%DjJHk7EO}Q*wGb;RYe)Q*A;Suz}v9ZM91?;9Dg@Ses&F>J(-!=uB zTQAhOTFQ!{Zs>VLwB@kqBoH8YaHeR%>4FtOniB?FHr=4E*Za2jb#Gkni{9tGk9(i? z-tT?T`*-i1-rK!5datLv+Z11_=lchYK_2a$AQXcA!?)@v}p_E5@50}FJgDD*I z$iunH@@VhT-1&I#iGk(G-czaf+1~S|ypZ(^y%$qn?!8o&m$Lm**`@_Amt!1Z@73Oz zw2WVt*RuUq+WSuL-K<&OOD{f5Uq0)N?R}Z$tMraP`aDT6^ki9ss;5nvVE`x0oL`W` z+$mt>MWe-sXT3zYf7$Ro@?zDjSBvaeGyIMg#|GFcT)utAf2YjDZjnVl3Qr#xu0A9M z3-!3n8Fuuq!^yuZy8Gft!^>iSTpbyCW2EKnk)8Jk89x+0ej=3cVv)&2C-Hpa?ZIP% zR}{|zxC~zfJ`ld=yiRc2CeajIHd}@Mb|^aJplIo%Lz^c=-<%$L#U?~Ap^>rMZVUJR zGrap$^JFyeE75ge-w&d3$2MJbBD!_5Xw7L-W=xqQI2Uvat_9DIXqRZ0YL{u3OIaby zN?EVmu9~t|yJov~yKa6rXxC{sY&S~TwEb?oS-VAkzt?V_W$SjE_WSJ)DL-g;YWHk+ zYxiz{)b86J(EhkRs6DJbq&=!VqCL7jCgs@nxRevh^0TscRE{2za(H`at~{jNvtPS^ zYS=qN}6FZdhOJ!_=N^pPG@q#!5S z-~!P92hAsuWN!zbycDGJR5btSjN4t&_18C7#;zC@iSV1qgI{EX(dS1*mme5SzFYId zNPz7Mre332HI~b=(b&UdvCbDgJxg@-G~xb;HT;cuMf>LKJ z=ofnvyAd06!tj6FeG@_SRm$h#mrueqln;6zW%*C|NICFk`0LH^)tiwCul^4wz7h_E zYo9Az41bQvkuil|;n^{{{?&5V8{yM8QsmUPBV$t`yx3@2(yx ziJhyy{%-X3mIaGr*>4?A21Q`&vg{C4zDxLe_kzv$ip8>bVDW0{uR0+7E-E=F zvKfp5LQ$XNx1ttW}y2Y3KDxV`s2CCj4`34e+S+1f9l5t-#77%OjaVCvqtyelLa~A z5nVP^xl*jXH4468r^t^jB0;td-GV=V7+tncvu`xpPl|1Qd?@_n6lBS{DWif1(24ky zZV3v$FLvi6!SzoS9Po1F$(sd9k88e&#+{(Zk|E);*`v4TiY&oa#`eW79vNO-G6i|E ze9CvirK@JWN|u$&@2cV5)r(|VGh3^bviiU=epfBmu2k+^sa-L3EY~ibdY33RH+J}Z z;q$r5(`O3am^OC7q$T7!E}Z^xFu>bs?+Yo9M*o9p?hL2nAH$BhD84K(&{;+ApA^s4 zvGKwk5v26vjL_cU_gyn;-w#^fDn6@Cg4fr|*sfT7%S4cdrr-<4PemM<$O*YVWWyor z9}kYcKU{xn^!~NM%a_M)z9>2$bbNB?;+W6~xbT2z7H}?}m@UHZc%Rk}rd=&s3F-#B zj*P~~LLL@wfG_5X&YvUPKXZ5m`xV`feT&a%;&9cVlnJ_Cuj#%G3ivis03`5bkp>_F zFu~{HNo2$4;m)yTjaL1n93NY*fMdtz&dh@i)R6oFIiAJC}-KA_hmBzD-`}- zJ^Z~^;qP^#p*PAnZ5ICCBAmTd;cf5|xM`1!<=)}yePT&qOJG+Vngze#QH49PM^21w za&qxsV0oVxkH#P3ExaTaIKIQb6fg2kk=0l{cVr&#k0)ewcoL5zaosV+$3;}jNGVd^ z{~7~t^3KI{(FwB@{u~;dNc@p#1YY9hqTlrsuN5nNqoDPzqFHu`=j#XI&%LAL4-O?B z6AnEwdj7Ovb-ce|^~(xYzb3j0Pwj2t&bvd^{~WNqpNc*EY_!^o(foLj-U@1eyXd-i zWB0xnB=Bxo-p}^?LCGHl$&U>uqZPl7-7G&3j?M&^4-Gdj7)&rSJhxKHn&H*;+V$H_ zqU*Pcrr#mD{s-+Y?HqDd2f0F$J+5_AD3NqNE z{bBCjIeLBj)U|aG1UO>TlntWW*NOyKCHQ0c!t*1;^TUHuhNV?-{47B)L&EXX6gyy0 zvH8CU_Wz*ycX9 zU%mLrMh1rw>mm+Kj{c+raU3!mKyQ3)75^9!#fL%__Y`b@L#*Pf3zuIIiaIB>1-3sa z6h~}hztG~|MXzHkZX4aSY4I>a)p*1}qS&Mh#0!Qucb=5l!b5NqK43gslf-8=Vb<^= z-1t=%@b4D|<-^nC!p~nt-+r0pv!Z!F%GUc?{vFN#ZuIec1IxS7%>4z+faSxS|0ww2 z<1C-%$k=RsnVLWmEMMnYy*x#9@lBBn$c8S<1l`x=crJ+CY0}aOiX_t4jYk{r_B83y zG|}?YM>@<@^gRCS1=Hu@(elfL_gBhDtQwAAJG{PeIQ@I!^X+46?-K2eU-5u&HW8|y zhMP}_M*%)QGy3(nDHp_&{$u1Uu^?<|;$*kSn!ax!{xdo<`O%w?eKQmNrp6a-ztw;mr;FG4(yDS+h51sAQfJA)O;gaJEp*?BVvI@wUw$D&l{N zEEKQXV&V6tf*Dr|g{>Zs>^i~q8^k`}G`_cOi>ASA`{U^5qq06eS_lu^sqyWe8UFuW zqAY)i3>XzZ+@+BN=&q}>cTMC0{;3!uR{+{(ZvrKMdFJm^!yB<$IARn-xUA zR``C^aQ%uw4bR`B*4LEo>%o_-;A`IE7{AMO1!>$_u# z-0ZZzwMn@mUHs^ zo8Gy-vwP?C&dU1Ctbd*Lud@DiS)Y-;GqU~5?46qBl>ZoE zV|pj_j?NL6pXK*wy`!=mopZC_cI2cMjm~Yu>s9Y75OnkMh@@)+!@VFCDQdrK>%3lVDl4FejQKSdGSkLm~v^f`}MKT?~KgG!$!sz@n7CB09}*8NuC7$ zHN0#52O}~HmJjk9Y@r{w z3{P&I?QNnZw<`Ns-xD3DEjy#cTIo z#^~S0KmUBB*5i?24;KEuBY5YA#QQD}W=-sFQoA z<@eO^;VHeJm*uqZ!_cke8g?qQl-j0zMc<;6yIJ#ZVuxu6C zvRS!r!~AZTnl^|uS||0cp4wL~{Jv69`qHt?7cV${SiEp^1*zlHpFVO9-Hq>&xZkJY z_4lK}-v~~BG3AK?+x+&RmK#%uMO>WT|0e#3Q)8PS7fwGcIVJn1>=FxUtBmAEvB%d) zS+4luM+9pP%S_A>nLR`1X3ALO{KxxonZ1uo>|{(Z`*YFhWa~bXnSLPAEuyNo#NUDx zzz=h2$_1gK-v+&(S#$=uQYS_h99IxLc~3tMbrPG}Bfg?tijRJWU{fPgn+MTv9NJz# zQevHGf3(udv0ayqCA(yh{o=v5WR5Ht4gudA+a}6P_Q-TayAij>f}c3NHQ|64zZV_& zMM3i)My}xh#=8c0zE-?(W1=%(ji2tt@a@y#-X|h$o(MNT5t;L77X9_eAdWp$&OKT1 z1U`E(#e-RM?ZY|xNPb6W{ZRRRBI~E(*MBNkQulMcXCfJ%FMdG0^KYm8CvEz)*a_oe z2TTxYFh#Lih)dwT8(uK|cQPjHmI&H5@u=?}$@=3+SaQ#f4}YJYQ9nOCeMOM_4MFX< zm7J2tBClVJZhkXXHgA)G$|n!!%@mA1Pq6jyVCoeLs@p7Hn(ad!yT?y^P-ul%?CIg7 zbHhV_Or+F&-K$u?*t$nXJN`7@?Bi3=mnRp!c}n~9Y}Ngfqg7AJaWpT> z2}Q4-6z})Xf}oEMc0MXK9bND=_VQ0kIXHS-Jk3*%$ilT~aeV3CcX+frmiM8#_R#42 zp9E>|m)7kSExkv0d$;iQj%ojvkpvqS{#_+lW9evXY-^Ab6Fxbza`3Z%Cx}OX+vd^O+Xf5m8tF$|`_L5fSWb*~{$=DP_V-1RpyXnrZ?T$2 zN6tPI-THFM+d*Nxd5U$-`~Kvo%pT3TNIa@5Mvku&dA@1W;>3lgE^)4z6X%+v_=*<} z%3dP+5zY9W_?Om71PP6}dEx1u!XrNnuVA6>SG-w=hsWS%`1F+U>}f&9X9ORg-Ja8) zoAUei{Px23qV`YirR~-2HSJ9)x3_n+_oY18{H23+;>T zEA6Z8m@F^1&$ln-_zSt>nR4Ce+;?B@zq2g&wRdOhj`p_p=JwV+=ce|uJd0YpHb`Qu2zF&Vc< zVo%>533*-Ce+*}z6My6J(Z56-cZhdl(`2u#9hAL7tf1jp&!08(H*NA%+F z=-pX(`KIvaH3ef|96bEn*rcZgIUgG<_R!veDSP(z>Fw6rqql4C2fgq2cIs`>+rGDP zZ=2qRy)CnB+FK{<)q3mqzSG;Nw|Z~$-nzZ5viH3#TMR5)=GdmaHM0Iru3VwFN^iMr zE!A7Gw?uE5-iU0C$nRoV7VeGgEs!mi1$&EU8IkRU^E)id0%d#t><{ZLl=Wh{f7#yh zy|q&JcT=`W`*u!Sf0#D!UCKUb`~K;}LA}F!N5mpHDailaB14d5|B7ULIvSjq`umX+ z_!+uLfXTxBGluKu%LtFmIIj|)#RlQ^?*+$TMT2w52FD^gE3S|$9udZ>Brf^JufhF&>Ty<)UAT)k%W z+Xg|oTcm6s1iMqL;T==94<}$FZ=2uka};jhBfO3m>$q_FFA9glN56<2jQx9NIQ=)_ z_20JVh122lKebnd`>tyL++NvU(f%b{x3t%VKW}aCZ|@1$KG;5z^<(*cC`ax{xuLx= zJbP8H=bo#xT$ekqYcJ2SOH$wO+6&6Fj*kAvM&B#)2TXydZMUrPyltO0Z<&^_mmbsq z1tQJJnwdIwbQ@Itadh;n@rdCMyDR0|U>@?c&nWo$gv`KUu{`#SF5WVnyK2zWBFQ`$ z+*iQR*CldwN#^@knfGHt1!OOhCA>)}WX<5*RpRGbB`9~L zXyB!TbcbiXP`DNiGJR~~CVGWv(p%wC5b7hz3Ar!0^3G`4zlSex2yI>yuDl}U@}l+r z6zzCT>+g(TJBtKVB67(Qk^)dvx!}-j91f=^YS?|8Z~MtoI5R>>iHTt+z`! zW5;j^JiAV~aOH5{3gN>QdrOCdmJ07JnKfl(wiZtr9{w7UGBQ^z-CHST^>7;8zJ54; z{oZ=nTRVKbX6k{fsd2?z^_?th_Eya~&QsRNU8`nUJ$KBEK4`z)1nX$S*1%&c!c=)wo?>AEz(f7i| z9~Z4YHgd4(#`UI-CMPaPHtiabotuT1zn{6%I+oa;nX1MbK`-&Fxud<*knXeZiye}_E@F&gjXL9rhX|@_g>bY z$0}{x&zq^DcV~%S85+xP?y?Nd@8D>g>EZ>NCK!9_pzP_x%X7rryhylsx$x_n;ml3K zkz0jNu|Kgn$uHS3>kW#>YrAN&-NFm|hcEDA9UtBNi>yzJ&O0Oe`Rs7-@8i816^^GUn7!snV_d(;b-yz`3}^pk;f0jlW|kLT-Ri#FAo;GBwG05pt4c< zy(quu1ZAHXi|fGu$I@BANmYJ*oV_u3Vw+A0MM-HX2|?+UlvEH55Trpux~03jOHxX@ zyHmPzr*1Fr_u2pZc|Nl{vpX~Q-she^zjF>cxIJ399v)daBM2uKG=JF6xY7wEH%n~tV5rZC=7FC|aGZD9* z%{MH-dS1rwrM!P8?;pwk`oLL2mv=@IbU-3>Vs(S>2JqKE`QMP#{ygu+68f_}?`W0U z7H!@RPW=JN(Fx7}3!m?i+68UeGtEXAl@?cyrimbE1&8|VlZigQaU@-}-{W19RG*PJQ z#HB^Gp+J5{xvv88k%v274sWUf+O-oF@=)TS0>!x=5BDE<@fh;|5?Nr80T!rhk>`nr zvI?L#1@_`wR%e#rpHcXZ!V8^>Ke`b8_BWd87&hh&Y}Kbweh{j6Vsv00PK?AuCg7(? zs^pbor9>%7$|7Zua!8q_tWq{9ncuNe0uL`gy}XX+FPWs=(nnGe=`*RUR7@%-m6S^H zyNFbnM?sz!k-n5lOSPox(sxozsT*sgG)$T$O_i3h{+4z~C#2KTBk7?e0cXf7=aXy7 zwdHQCsq$a)dU>sUNIoLpknhUxdx7f`IA(!ixDWMDf<7yu4c@q~-TACW?ze7|o8GX|+68WwSSn99f{k?d_f@{BrpNgYr zUDtL`x<}oa?o{^&x2;>y{nSly-Z;CR?anA?xYL-Gi}k{OVehba+QaS9b|br)ozMQn zb}=yTTTiW1)>UhdbIxLluOUldSd9qLWAa_*SDBG346^|;Z?bPP#9(9|V-jm?@-qX&r z+_Thk+jGOC0P@VEW!1jW3TSn;FSU+Z3vHOzM_aB<(~fDIw0qhq?X`ASd#BykUTN3( zd0acI?b5btE410#cx{08i`H2CO3SGwYPUR>Jd-`6JyktrJa5!T>I`*~T2-y6hLzXK z8fB5vT4@Y@$0%Fjj@EJ$S(a^Sm9$u@D}4ow~$-Oea)_Ib&fg1oLNp=rw>&2z4N8h#3}1Ego>Lu zUpeh~_8UJ1^-bjGB4--(x6wK8TyWkyrjw2DsqJ=h|8!Tm|F}=xsGARKtUXeAA@cMt zvNH!+(l&U5%dkG*5@|0-L|`aB!x18O3bDB=Sn~srRa>#G-^KW(qDYS4q;b*)q{MS1 zL=L%(TtjXr|0w?<_m;=X{pIoe9xZp32g~2f-Q`AdE4jQ}P0lHQBI`8VI4+%+CLn8S zusb$VZY}&RqT*hnUt7_)0+S;!_X5KwqP07)&1%6h58dZb&PcZ~>yC5JnE_?BaK3X2 zIG;IQM{^8lE}f$~AM?7i^OJMbIq6h#zj1H4_gs-*Z3}0WCQA^DEp!LlVy?76swh{H zcgVZbWLSQsfRa!7L~-R*{bkII)=Ruwfv_@GM%o}EI^E2~z zV}Nm5zpR(m%jw&q+oQFkb)tI2jO>lED78X90^1N_ecr64j6&Q zfm^&@8W+_bdLzzVW_nKA&%#cd$1_d#2UVs%kSlV?AfpL#m;? zRkA9HN(s4uTv_@;s*0~E;+X=ETNcl}Ae5cS$>zv*z&1%bn1*e5ScUXLde3O@=;O%q z$dJhJNYzM<$mfv?k-Cw#k$I6Vk?hgWqbH)bq6_uS`V3>WvC!ONuCjJni;(GkosrJR zZgF?HyUDd&74PIrER%LvFuk!y#-!O!2eCii#D4hI=|`ziJJ}U*ZuLNwo?5e z{{jDYe|!J8{@1>HzTbU6`a<59-u~WhUe#-8v$U~VF)g2V-gDIRho`%ztf!#IIHSTx=Ed-PE>oTzo_-quhd*>lKMossjN~KDxH<~N^T{Kazft69jzmukq%0qVnO^s z?s_mD>PR%`aD2NF?l58M%xc#vA>W zeq2AHZ_xkN7wM~@z~%aUelONH@$4UcjebC1rytbUr#+778+q?0{iMEDKg4@>>C^bj zIDMr)T3^cZ4f=Ndif-uHjJC!QRN2<7NAC7r^|*_KOetA!d7S|^_3P$+ok)`Gbz0sKv(3Ft0HqM@w~A7R*IJ|O0Tgl zE=X&nebN$XE7Exr5@0QoXtDH%G=^{ZUit((=~awLbYK_0!Y?r&u;ONc{mVwoP1x=C z!FCmf_IjYjb~y);Itflk`$zktb;hb^)wHge*Uj$c?`94&i+RhqVr(|n8cU4%#uj6Z zal<%cB$|rZ$gFA3GpCs^%?D-$tAsVl8iW3PYPGcMV^JKk>pGQ?_`97dZb^5yyUs01 zJZb|TdU5htCy5mF22EU?NMaP*=qUGckvv--tn^V@tIgEXo|2w;EucL?ul?;^rY{y>+S0O z*?UO)M{_+Xo{v14JSEl7)f!55OQ1B)dNR%p4u5~ z(<)=-uzoaao3o5T#tHb$h(3ku@U z&i79AZs6y9?^y2;&c3s^rMH8(iMOx!d+%KDFz+evKi+^(_I2{L_uclL_qF#o@IUik z^S5Uo{tc`TL;`mMPT&c0>SSO(Qmkg6T;QJntiP4NmVdi%neU&PjWhJsWFroZa7^Xb-@~9Az)$=W2VY zy~bX`|0dbp?4RvY*qSe_N7iI?LLn=+b==%*_Aon{#mqdWWxO;_8vhvcj0r|>qm$9n zsB1JfY8t;AzZj>D!$xPbtyzhku4I?Dn>gP(UEE(?5t|WJuo_YRnPhV%a?}F5(w|J# z7a$diJ0~L|FByvtS$p)`Pn+-;rbs-}z(CLf#+(Z6e8d)|TFaJ8ed3q_3<}TsOId*a*h@U?0$$k**K`xy>~3wRnX|~=U?OLqDrO)hin<;JkOnBy*kFmG5iM z{x@^FV+*u!O5YpZ5Zx15 z9l0Dn99F|_sClSS=uGfnutTsxFmo_n@I}hyl=~^iQ{>>|lxD$F!JEO|!BL^#LoLH~ z!gV5*BTb{VqCND^`U+&0X{MM1@pry(i@1fb!$eGIHs|zCeWzCPR`Pc7cky?K?GPIu zpAg?Z;fI7qiA@uqB)&{6kW@73^Q4kVfuy*kbBPxc$FaUnteWT~gcH^$EJN7_dkU}60cxe?hFDH2VH&W#R<=F(-f({#OtQQUZD+%{&Q z{~B6#tc-TNeb>HeufW6WKCfd zW2mz{Lp|?2*F2fE51yQwruns~=dtI!XBFN=Lr-bXJ@ts%O0A}zQ}!xVmD0){c_)_g z*YXYYSZ}y22`_&+Q8m%qU@3elX0!I@nAh=j%c2iwyKCKuaUL5pYUDMGoBhoRre*r9W!75j7o=Hr zr@m9rE$?O~d!mrh41S15j%dW~Vx-%WE?t+O$%mlr$?9~q9M;P}o~@oZ&8t<=D!~VB zv>&zKv>sYNZICux8?8;o-dTin--y)RubtPdLy^&xB zvPzU~r;7bWy z4`hp%;?0D|3B8kkOd6KlGdV|kfBL%VOQz43-btR$>q|+SlY)uo65|u!Bz%#OBcXSE z`}i|)yW=Xx6^=U;yEC?VY~$GXfwzH?fuVswKn?WrclU4e?eHD;9`i2N7Hf?>^*#5L zdrB+x{UyBc`oyPC6CJPWmUcH_A0}A=tC#Vs@g#aXIv~;`QWwhV5$X_%2JZ(i2loY? z;G1CkP>ay((2LNN@RV?sNcG73h#pxGT^_Bi*VV(U+4w7;n?=oC<_@#8RT9mx$@<(b zX79HT*gxVg6+rHIQxnK!d`NvrynG+_#-C`g!tmJ{>8jKNf3qkNCJkFxR~64IkK;KF zjSTTl_J+KYFT1ahPxtzLGrjA)vEDr1PTC*ZI&A0vfRcICqUxtg6Qu^8YA0!?G$CeR z%t7*9ezItth_9R_wqKqo<{I~ko0*tJe`ld{+J0{*5aXzWz8YgLF;8QyW;Kc#z4gEJ z2hnKs+vxYvLy;4aPa}mQW5W}|ddLio3XKib3w;}E6Z$E%D|9r}B-|#PEs`@5WH(Mm z4@alyV~{oFjkm@_^wk)%h*g9r%L%I?5tt*aym+(SonBajdz=I};0|(ox_+RWJ3uD% z2MbUeyjwmZ{OKf#Xx%gExO`ULtZc*ISfq|5UeQ+jPRjtV%tzm(ps6zZVtvUz#rMK{ z-Mi8|6Dz5aH@!E}dqcabt<;uk{k4JcVh63V)=(>hFIG}3tCiqUQmd$y(#mOtv`;jj z=6FtEdv*8x=<$0@b-wzinqSq_jmk9Qe|eQ-@%(BKBZz>21G-yiTXOxRr?Gv^GSGCpWu@WNnJt=Zw7IV{^+5eRu^j#@>nvT z7*mbkjBkv*MzRsa8#%2X#+R6`_r?mSt$(Q(z%cRL3ujiz4QRznHL?yzzfUHAxvPh=u zOWo`oa9Uy~zBEnq2cxTTI(i{m9%*tJ+j)O*Z!jzCUCO(ZQo*wD-G9N2p?#sH;jQ7x zktLCzq64A@^h)|o{k=Zem}X=%iuIyAkT6^r75dxTia z3ZhaysgcM{hI0jRYQGeY`H4GuPkJJakmty4mBC6|b%gqp=P%E9&`YAXFdphy9^<{) zycN8owGG;7PZY{1;K`*nRI4h#D;?yC@(^jcG?hHf60q6ZL9P7d-O^7OSB+`rVzYtO ziZWdf@!X|$Ri`u&+apd_x3R0FK5!S2f2fT7e@Y%_Ha>C-uq$~bH|CvmPTENnvY+ys zQb5h89#r?LWj*CQQ#|uLmpuEgz ztEot=oSqDx#-18j0>h9>+xhfG;+Cg9n>-7MV%GLV)%)ro^*7oj*~$b~ZfJ6^d`xaB z|BO`_!+wsFJlN%bku%Rnp5Z+4y1Cd0BjB!4s}=Tl2y4R_xBX_JoL`;Rsn)JEUs?c_=J`TUnI#%-zOJMHj+;#e@MQb zJU+Q&^8TdRNe2^`ChkdClW-#bVEn7NS8-Y6a>mt&Z4}!tFgmcyf5M;MpT|GZH_!L6 zue9%^_rCW>@1NeQT1b<$yxJ?(>shYsR%*%L$|*!LMJK2BV5>5v22!^;tDJn|{LGH# zdVL`+1K&g@h5LsGpwlh{_Xnp0#|PI3cLx2Te4!bkouNwMj$tdDFLEUEE;1*2DB7RM z#`nfZ<7@LLGlNx{sQ6v0f!!8ecErx%_o?@W_a5HtC~rs$Yt^*s+Cc2f zCF(kLgK|JwEdMJHC7#g=Pp=Z*TqSVbzmQ)zM|qaM9Yv`_R%TXw)D=mp_ahrVWOzf$btdHo~wdK zxaaCfmml4Q(Aow2vh5&!%2{QtY35in9{+8bF`6ju=Qwvy(PwM96GQc>dJlbtK1{#J z>v-d_Uf=l47>6D>2ydkthEb1b(!b_O^LwkC^(EP>mc+w1lV>V}zxE$;c8N4p>Q8Q> z9lP+2H>)?d-}F5Q918pq_e0$E_`~sc6V4?JNbH)pDsfI?_rz9-&lAoh6if&tG>I=C zKO(Ms+{xIzu^-3gj2(|J8}YmTcK)CI$9-pgMSaD5)4a2x!&L2StqF8E)-y_-thOcE zC~|rG$!GQl!PW?jN_Fx)U%AEHl1^@7wQsF8<`lD}k;OQKEjTRlLu6LCUpNVC>1F6@ zC=j;sMH`0qh4+RFMoOT?wnPdopGSwF<0}#+d~Nv5A?7SIYWl6VL=H|{cdRDl z?*dLyC+K|S8g70p#{A@PQ$L6-t?0o~np&TqK;CX4qES@Rq&LLPp30kLQ`w`qWRFgH zMtHu#uIWmAwKnmyi03%g(@&m6e7H&KP-4+0woM)E#ZL0aQa$N$y6iE_!Q71k1-FDa zhvC%5Mm*+t@PUTG^*1fW)`*{GA!bnk`>vVZO5YS+5iJ(Y6+MQh)i%;3@+5pa{B5{q zczI|^=w&bxtPyM*yq996oWw)-2lE8y2X_Sfg(ii@h3ABKMgEOE!zT+ENyaBcLcV~v zzO*Zldo1r{cZ)(<8KAZosRM|PW`#;OV$0Sg(`?4%m$pe)q(9KVb(MNbZZ%eYqaIdQ zdAfKSY98&4HbWcg{m85OR(g9QHP6CF0slQ;VSl{8us@qW!LR!7W3w#wP4v}4rrz~l z@P6lQ?LDjghx}=;9mBirh;IAL^8?zfHrlPGr--K>kD8wJ@YQYgfjUebpvI|=G6Fjw zNY1z|{_RO(ucf72(i(Cqg+Zqr2I0~Tq}1nBb4Xa>&%j4rA)j)Dioi`^q-GHJ>_z;w zHpq!&u(7A9b?py^DK|OJf7$;g?kM+`<2ZGZH6q3qwC)jI%4JO;7V9zJ7=Nc(et!{5 zTR}waEEd3f<3GkcTrhNFr|}5i_KLC1xPuk0ngxl^4m4+)7tBY*p+C2#S`)0Ic6K`# z1-FC9CpQ4=GZ;MQeR;WD#}n^agiJc+AMZaIJ2rMve24gYiP;m6BrQ&Qlzc9EQ2Ia8 z_e(!I{iWpB$!n61CVie*J#k6=hWN5^mE*F-=8CN!s2AAh|Hoh3UyWVA;p^r5nQTbV zyU;tpThiSjDVX zL<;9e_ea%8@yNbVO6Wl_b7(+tLvV0#OYmwi5pA|A4P14S{T{!*wta!D@V8Di$95vlarcBPaMm-(PX9y}GgHi)bc?~e zW|MBk%qO2$LB1nN$}IV+YHES&MD+Ov$en zRen`^gC|%iU6wWwX&i#B@(Jn;%BL`K_758f~sJOPJr7m$^$Vh=(3V zDt@XL(`Q5%M04PC??)RCjP#Avj+BmMibTT~!yAcmGz%w$qoJ*#rJ=r|UZEbLVWAzN z>!F6>KH)Nv7LoeVF42MdEPV|U^`v>zylVYtUBxE8}xyfiiQwF?JHF! zUzkolhi<4qws$etm_t>u05_?9J-s|-$T2@8oBW%%pZ7AFIwP5_Z?N?T`^Nf?`cC=M z`vd;Q{tEt|{a@n?WT$1+KJ?a?KGVC^`>VG&@xa5{5Un#FL6WwT*vMz-r+MnXYJgbM zXyjBrrMdD{POqGlUy+?W2YzCO{EOTk?1UlBlX`;vcnGefIry(9)C|les@t1>c|Q`> zZ3WRLO$*R$F>M`+cb35V6<`#@Hh|15I1ydxl5c$&U11v{S1#iWOG*Vdon)$C?3;k zdvQq5g5;`ej4_tu^B2NKdSg~5C%Kz^_84;B%kTspGBE?xL^Tzf@8-|y-x=F2_Hg{@ z_#uf66R#%iNcuZ@X|gZ9oc?z5?d0;wRg!BaHBTy%SSK+&-T_-ECXy7x(kO~t^vkAnQ9de9QN}6Xs&&+4kK)nMnVc|*L=T;yKJs#a8JJ<1dCSaMiwsYBq z?9=2Pnp%CVt>!(v>YQejGq%Vqd!o&vMaZ2FBw`xD+MS8N*@S4u$Dx)XEmSq+3snzQ zfSWdj?uNP(-x(5_6uBHd8*OBiHEx)Hn|18G_I&UP=iQC&Ya*o%GCW<(#dIMo-BZ$V zsjpm++~_*Fsgk6uCoY#+4Jzxfzq)|nsIS%1%6UtBlYIf-Vc#y_H~zBzrT!WIC;tEZ zxdOQY-v*i!wHgsv5SSB~9T*qr%zc*0)^sOVv%@#T_rQCGAtDY^v#{1!XeV`*8c}Q{ z&Cg0megiULIEbcv@)7AQnT%mlb}}31$)=4a&RP+y?-T5WL0~Wa;QHo)6BB(218JCA z(Oc;jwH{}%U^jwH>xcJRAoZGi(H#xlw06Ho4>faJVQn`7ckr>B?Cy8gI-fd8PEYpx zU!>~CWIfiK8_Wh~Q!Ku8=44}mk!a*MM(Im*FY&;Q(R0xe#PG*Q|Bdd5z9$a*sh%AV ztC-$SFQvEEE9>9szme&4h+k{8-RCb5|9v0cy(-VY~ID^Wc(POdB8LRVx)q7=p> zij9?HH^yy@^CiS3BqwH0+@E+PQA>&^KBy;-P8^$fGvRiEn&3?+7+*ZTQ(UjOQ?d7B zTgLW{^~V;8Jrj6G)_!%MY~Y)~Q8?){e;jf7qP`a1yxzRp3(p>Pv|3n^l~Gbx=`J-& zRX{Lpb@#Z%ovO}Oa-wC;Cgvf|wmEWEBkuJc3$I|PcIaU6VQ_WuMDTR*bueqFY-nU? zZpaOJ;G$mPC#+_XR*{pD%aM}UeiNdL$kxA!7S_v?;hC-HHgX!*@GcLS=gr%2QnFK$ z{P54@zJ{d^1Uc1(xY9SENs^?0V{VWyScty-P6;TwvQzm{Eve4I(jTw>s+Pll-$;gB zQR0;5au<1*bPapI5xLDfWIBF}c}zLeUZobW4&x&q~io06U_}a*Tbd8vC)(x)f2yy0rotMrr{I?6lN-omXc`x|4319|mpo>gm zpzDYQbmaU$Q4c7O)jsM}vbA}%EuKk4>Yjshs_2bq^S$lirAOX{zCU~={h6>f=K3=R zg8qtuOo8G7FVWv?{*(S${t5mzAPe5?VdVvpVj{Qh0h3r0MDdTHXa|F7 z|C=htEL3uA2bVV7J?s8PJfM|3&n@A0b{{*jZf|1j@9m)d0~oZc)_n8a5J!Gv!UnkQ_I-%3>88{aUl zP239nra)}b*b#x9fjDfuY5rS&%U8u;5c@8Rx4!qZC+ulTZ0D?eORkAOaS8Nj2mIkD z?j2XeqPpVQ^Z;@3Q?zchFZSALY`BRjeN!&KKl*;o`)ThFy+853XiAlo-6>a7>IJ(5 zZxeCY%&z< zhS>^C(mrAWajDncFF+Yrpqpkv@Z?#gH!+!Ii&$tjJYIS;aLX?=%A-Mx@V#~ zR$ZbDP&UdPyphj7q`;T8Q-k>bQ;1)8a+`xetUxX{ z9r&H`&VJ{L?R8#Q+3h#jcro}(RgG@k+edn1{ZCy%^6iX1h<4&0r;nD5ULbD1Gjb>L zh*(40=-6l;BD`712!C$2Fq>OLtr7M{d!2LLIf_qkF*T7)bQW-Ie$Wd4#r!PIkh04q zythCN)b>^LZS-yS`TfcM zw*F53C153v!7bvkfE;Bl?DjLhJ-$-DtiIXaKHfO*bF7!%_(nN2o!HG<&kRokcI%FM zU2UO$t6l&L^c`qH1-*9#U33U6?7wn^Gm24GqY+2TXTazTm$S;B%BP5*|4erMJ-EB( z#E53%PjA5o+DEM6n)?`BYks$%Gu?@Gia969P0X?X1&J~m{6$%Ng>@1%K^1E{aqa+E zlqtqsGMeSU?gYs=?Im|Umb`g={YliXPea#y6YUjM@J_ErTr8Nok%M5(u0(EyqOG5*@{&TB2!+n;EwswSuci=0T?ke@*04+Tly628%_ zm*y^FmdlX>A^e}6ogB;{U8xnS?$ zyktRh@KnPeo`5pUE|riNsXg3#DJ=UUCK{yE0putGL)uwbWYb5OtKg zK;3|au~(g@Zdd!O3(){W)%I!^buhS`qxeImJlTk8uk&;U-w^QX+7e<#d40L@cZT|o zlV`l`I{?=#@^$dl^Ih{EC6k-r{fZn@dm`WC)G_KM$7=x^lzh#ih3P7@^SoExu5bVI&IPInlw&{Fs| zUMGu_XlJ$SVfpSNI$h1IhwYm}HgXLS?;b`zFgB`D*s%1xMp(~hJkYZm>-5)p9W44| z(PX^vX_pF`LE zM}>|Ao-&{n)GqoS`O3vsjV&2pDt=eO=7d9uTM`>2l}YNHR12*l?6OvgClh9aleiFH zFFtqt;kY?*UE{ur`#LT=k%R1TOYykQarNT*ftlzY*EX(7+!t{VV(-S*jjb6w6zs`R z@RiMcwR|3LSexeQ?};dvmAtYmWsM1?dq6GoUru|cqLpAJ8?W>-(JawJ;dS9Xp$(y| zq0FHp!3$(h_6Ao4kH9^*z=+sEPw3N7mC$#g5uwSUBcTJKNa#r@HXIHq;n$(3p-Z7- zq1~)Kp_{~li-l{24~6fAhZDVPAN`YjZx_9s(atDlwlvE?la1{W_IT%C=MEfG3VQ2J z|Baz|uGOWQAoF%hLFttgAwqYJxYbH&J(lGF@O>4fJK)`hgQG44BKaP5ck8Hy5))cP z_o?GlN4>=BwLy-*qYC3R|C<52=R0aP@?yb>>AIKcF|vt>Qh#JOG?cwTaqVvaj{E8=mK$9$?VoiHUDgx2oS^ zfn`uLt9O*U;Lukny^+IZ$rDB3g1^Da4}fP{lZ|a7H0-$*hI{{s}rI8CI7r8d$WWutPQYrWxp=bi1}=uZt~h*hBbZE>gLK8`ON z-z9!P{H*vT@yp`Z#gC1j7+*QQQvC6_{c%O(a>q@N9T}TDHa!~TQNSB(1nQzwCdH13 zT^zeGwoU90vAY9@@ntUh7x}jMegSt}j6BLCHLP}2dMLA~f9Z|<%bc1obt`e)NyGsk zVv8Ik@0cMPh^_;N-2g1ZweZRC7vX~8Nukl9457r39t;Mn}cMjjhZ~iZQ zF5DH_upW%#1G2N<1?vXu1j`5ifwP8(dWU+3e-1YRB_iP+42cen2BTJVvOZHEZv1JS zH;{|AH=bBTID#>!xg&YE(FD7t{uC$^%ZJ4_665yc+g5BFfO`xbf{e|iz(N(W0 z9Ru!z!P^23{Sw_uN>gdJo7$$*#O#K`GgFDP^@T&~^NBL(&uXCV`%*1@j2vPHA_$@f zWId{0MaS0|sus?{VJkoiik^6*s7xHrXZ!K29XZ9XsBZl{t;eXwLy`By-SE6cn zR7??a>8qr_B##^c8&#effi`$ro%#I(RRPVR%6j1JYsw8l2&#O+roo0T7lJ(pFgDLLVdfRaIRs3Lib&2=B!>oT~cQ}P`ulCG0oy#fO3FkCW& zv-wIsK}N1DdR){w-o(EZT?a*X__@>>9dP#%bG}DZSaqt}RqQR+3b2jUtZY^W%WEk# zP>X^Nx@=A--|?wg*j#C>1F?|HSj0WfqvzDu;pdlQ9f=%>d>g4pt7bd=65qFMq#$16 zqeu}wtA5JZV{E6|=8Ut?c?0H)5|fx%IfE>zUiFUWu4f#1LCYuka|ZGUo(5h7n#VSY z9UMC_wio_;)7TcVrDIFRW&?@9hhiTFo(J{>_JeMn82B~tGZ^4DfsTP+z$uOmEDx*; ztO;xdulQ#m#c%mP#naF4%j=W9F1h@}p22EQH9axU!PEtasa6Mw8SVp{aGN}54dUh5 z!B#ZWo5A;wu@zT9UF-C?Tgl~mQf~uJr83#`9<7gsz=gLM!aQll)k-skq zUOGF`mbLB%_X+D2>ml~>8&;Ooj6^kCP(QecO8o0oN4`&6qEq%;ss{5?H$9yWv|qvj zqEGu)GDH=m3e=~JmsW#UScVNWPns>QLk~TqBCZVn!+5NaLs;!6}GZ5*!R$fD_b_dqVDv%S?<(WJ-fsgqQddo;XTzTb7@=9M}wS6S0 z4c2x1u#QeA>dKyjVCiVTvtEL79&QyUr}EN#Ml^pV26(5?{~E-^Rcd!;M5o}rj*YH~uIFm+ zMfIqIm;01R(IlFLO3}8FHj$Iz+~zOgUwO0%w`4VeJBEf) z_K_EnSCLPNhD>1}UzuT3vE%IH_9^m%#ho9VR!(oH8=m51=PFfUpHl%i${m69+UFi~ zkHa_X-J!hx)$NW~F`jCvCvI=D)?!YBm~Jx%d7guw2ck35Ir^gHAY$4RO1LK7A|Fyo zo(4^yVh;pO?S$F~u}VY#@3GVPK8uSD^Sk0F!il6UDX|BBA254x1!lHa9-C!L=v-}Nrt(R7yUDi_xvQ65<-;VJ; z*QC3kLL-t_jw3={fFsq#^Y|T}{|nUULbziUS>rWSt}enK8G`ouMoyIsIB*Vix%s78 z)V*h<3V#ZS8_~^DOj8v7d%IKJ{Mfxs+9{C?VIHrkw;`cRk3#X;g^(?9D~)coTT9T+~^1 zBRaT7U87!BuHl6R-Ol2G7a80+0`>j*Q8BAToaqEDUhj{o1s@2{b zVd@(C7#YYWJp|i-jhOL0{h9s}#MV95ChCM*k*5q36Q2$5v;uAUHL>A((faH~XR5vW zQ5V-M+9ujAS|eJMI=Z^ifziS6)Z=Iu{de7G#2E`&qL%45^JjA_wE-W9wEj#j0w$}q z)LvybqMGoT^O{V415lQIsW|FE?QT12X1{l*vnZr>MP+d&5Hg>}bvx<#)P(RptK z-Nc@ODe8c?5`xx7$fJ;>>B!hMQHFt+8_myN&~__gKed(mAjIn`Oxzi$~x=Z%B8@a-4??kMa97)r`-n=gy4{_LIB~N`A&?X-6ZI7?PjjNuPkz zw#Zx2AY0_^@*cF@Vfi1TQwyQ@K6nuIA#yf1&R&?!o<~}0wyO6!^O=i6rD3KDb zLreEa~=`c%yeUZEM4 z82vnb$qWwiv;jMw$CKA{gV^0XP_84fE!U{)RT=#WpQ$f=%RV$G z^Sahq?YOq&^s$H7MTz4Tq4vC$-HsZfiS{&mvfa?GgD|z>hJI=ggynbA8n1Cc&y*oyBb}{o?J6Bnu*w@dCiZ_e4zPD znq67<%-iPgV2RS%iv26K-1CSlO+`9&vVXzCtxknnJ?fX1+O@$0WF)`!h&7c?5lLjo zzNfx+A)OUO@6Pu0A97eL>Df~WOxFga>@#F>iu3|2>85lY-~Jt|5K^`;QvGkJ@dP>T zoz!?tlBXc$JK-a=W5@nNQ@ka9_5%^26AZ1Bs795km$;mUiEIwG=^J_uv{IVEHN)8D zCGf{gUNu*q$uIFTI?Jy(&Jy&)6l!|5v4Zf%=kn+1k)~wN+ok=kMFn$R9-XN6nT|#~ zfku1Dk)INu-HuLc&-b{JA}_@vYz=*vAXAhRJ($FDV{9s<&Vv%0M$eRQq4gYe1`?h9 z^>m5!6)A!jRT=-f6n&CJkC82OVXDo#ix<}mj9z-`{zXTgAMm>4Si8vw_diF1~U-dc7I`x^8<$oj*o1kN%eE5?$obe0N+ zHn;Vy)zaE-?XW6=7kY`VSr3i%h2JXCDZ!?1hM0rW4$n>W3f&J5z8hLJ3%L+syJn&S zw+RvJPH5+*>}pA3a!Ewm(kZEO08gqUt2_F73qIBp<*{f}L8XOHm0319Azd+u8-Acp z-v>h6r@p18cLQk(%h#MF%n-Kf0#1Mg%a^gKfvLFbOP#7pv1x%!Uy*m>3!>NPC-hm@AeNWJ*{O4e>^Cy1*J z*eNryl18L`ZXt5;D4O8~mJ#hk@moT0<$1iGrBogb=94`+&KNjm2U_E;lmor-6-)3< zYdGRZ{PF(OV9dr>-Ua`jBes17Z~CZwkm|_Ua8_G6i=17)z_(76CXwZ;PbM%?5*_&_ zq8G#*sbtoF^i0`8ylx_WJ$|RxY)ksosJJA(pY7P9zV=4QJ#U8k3h1 zdwB^B>ys16cUB||_5<>20vhxnyrC&AkU7&YVIARkWExrfe^9&og75TKA+~t0BzW7S|oSrQ?h|+~(LewR%p$fig%qb!= zqR(euI&Qn{%`^7oC>?Bu(rqd|z4}JdaVH3VsXx3@2z%ehN=Lna(9!9Na0Wc`Ku`(k zomKWadUmu$vRARcvzwAb7)|$%?Ns3WOEuYSB7e2*=lE?Ct!Y%^wzFCwOZp*ameKv= z2>SRO=*t7vKh`Sj)`ix5Yd^Xv3EyK3-{W=SIL;7`cM4qQd+tVzn~2UR#~KM9`8lf| zHh}1meJHIv*&eE`R?tys4)8dS&j2L-(I|NC8R z!W}~FdJ$)Plo<;T(z-;xNb3W8h`)#_;%DeLB)+dMYbyBv19ZVUi45I<><|;&%F*A- z2L^(YPp(DGZFtX_Jz{_M5wRY^)s&`hUm`8lmMfO4T5W9js{vYprKsSc7?9q%g z{d=Bs=|`lq0xLUr{(qgsv+z7~+6>8?^dMi&ZVX{{z@lk@d=Wj=KcZGb%xzgq53M%% zayh9Zw%v58VUV}!$j@a+O-{{2O=vdqb%q7u6k=q6E# z-d8`890;zF5V`$z|eu6R4EQo|=PKCDQui zb)Yt|FYg%+pO2;Uq?jYIf^~rISpTtX5YU-9>!Ngl|KD^~fy}7{mZ>VevTJi?t?3~< zfNo@~xZ-;sGP48q;jCdqcDF#yw^(9U_ebP5Dv@syGX~o;bx3q?tPjPC9_M+X+1Rw+ z;$r64d#Wd&!7~@&uvJta{7ziCY}(x1S4gL)ps`KxE18)?UJRZs3%`k(OzDZIiur0{ z-t98_;|aYeX3f;12a=dd9Z$8hm}ir~vl8@G=}Z^mW!RY4u${!@W$S}VA03D9e@*vO z(K-Ir2M;~Si^AD0m@M=M{aI$P)tn@<-jBWEqd$py45ItZPh5LdthfZK=I_9fTk&P)rPbJs=l5hdU?F_Dkz?#-?!?hF z`d+rp6%5zQU^%vxr3B{$gBdQLerK zle=kGug~ds7gI`N=~^;FPmz*SU&s z6Ekj3BXb^cm)~=@U$d_Bj=$O2(Nr9D#20P~ep~3xj%kv%J^TMHcey+<^BifjSs#Jr z7CE@HX+5V;Vd3pao5?2Tbc-2l4*l!I6x6l!s2fGL`+GdZ3UrLj1oi9i)HBvQH|PdZ z)6+5XOa9vdG}a$v6c6nC`NyvJiN{bKg5!Ya(TyHeEl`Z1kru@Gww^6ISe;b zZ&3GfJvD~z7ZtfuNXs~%RUBh3&&9+R zG2^KNR@Ha(By7hT3`dHoEg|x!MYxid+*P5UMx#akL?8c*PHo7YuSyMkMJ)G9)be~o zKB*b+{1pr358g8psUqeHOii00vK+2i&Z`Ab>SX>in0NdFHYe&W_Fo8|Pi2o2=*jX)+I*+#e6l&Rt2Jj*7Y$X2y{E)CotQHv`q_)Q zGn?qjC~QX2b4$!CsLuIz#-bR-Su7;8CFuJ&{37%@0v*3Ck%)zuostcnPax~^fjW{P z|9yc3d4wFfi$1-=6ou$XZ6_4)_h)c(-+o`mi0KbVzRY9_@z zU@?!tO8ay=C^MeV6{KT)1EhC1H0$uReyHQ=$~YW(FQ&Bhfbu&-(IRhI9{(sa=Obn= zoTeA+HfpN2gIN$grk|kOTh>IQBG!(W0J@ycy2I#a-<)?;;86u?{|S#`DZ1za66yw1%(l=$@@K9wH+XrI zY>~vXVtk?#e*2&B(NDb2`{5+#H4Fs(uSlKA)KlJttBZUnm3A$a`Cc(KS@?b}k!ar$ z>zR*^*VyfzU{&`ag~S~A!_et6&T1CDDR;teF4^4%P{%kZU_SBpVNgt6Xf^{DOA3-d z2u~z{P%e&a`3hU63@ZaR%u8yLj?<57M_OmgzoGcubbvpO;IHplg6lz$Bj(u(cTViUJA~ZV;*5y@5h>5LG7%VMm`hiHWB&OkE68V7`6H4 zuQ@_J&QDA<`-#;Ht{cP>bKR%H`G1p7e~QhNhZst2Fp!O~CQ5N!F?VGzyE2yd^kT%n?Hh+i$cj_Qh=Cjf1TwZITduA0lmEEXFBeNn3vNQIX;r}5fd5v zK?k*U=m zyFKvB4$glAoU<4z7ZZa-e_$~gYYER*bCsLp{IOK{D<1uk0e>wJW5I9t zv6A;eGs0(@jQ#i*-#(j9tYKI7@~IQh#S!*mBfB<*D<25$^nnitu{Yy5;#`iihBMgA zV?FO$#pALXbd%^TFJ`_74|@e? zxScCJ$F;nKf78Vn>Ach?*!ZH?`RgLCTFhO|jV=yB?f0Sdr#w=j>nzBK&+rWL^6;vq3);BsO|fz*Xp_Tnm}Rvp{+1S}^+<7ri^gO)+*Ru~| zD(MaGcP`{od!)%IX6A^wU!9@BlGyqm*q8t4GuM0(9eJ_;+W9`& z(p;{4Hs8C1-4Is(erWm}H2eTs4zi;k@M}F#tp^^Y+=RRSi1Qbddc;KQ1$@UOu6Z2K zCUd{%!yjw8_d7Vo0j!tfT*XoT@=qEC_rtdDlXkQf%mdjCMO@+tFE~O39ufCW%*;N_ zCpV|@{!XY~JT_w^iP;llxa!}L4V}3w;`b!*GP^m(GtN}ZV*B58Nz^C%UnfcTFEHT?nblW}$U+jTO#M}}wC+-ZNy1~zz z#5FHtDG96Q05+Mh=0)%B)x6%!`}VLe2YK&dj&Y3NVp{YSuIVmEd%=~OaGMAJOZam> zM;~K}-u}Nr>D{5x8SKz8JPtuWg6m#$T|2nD-PyNF^qMG51f~gg=~(W&=#zJ! z^Lx$X4m7umyEBK~74)`)yC)_mW@490ac&jSXhIgpawRX>TXDw(O=N*%>awV;K^o75 zqNkw|2XH+tp}|UAn~1ekM7}gY!nDSEX^Fj99g5F`9qDk?Cp;d*z3zvMTyH5Xohs<; zQhZj-33|q{j&f#u+3^dURRj*nik0%e8LkDO&MfqRj6!=?p|%6i#Xg>&=FA?zizfD7 z0!PY+lq=0SR3jo#3+|}OmE=#`zZ2ZmxkyDZD|8YXdK-HsrjCg|XCk(pg?)D6h6iYe zs~lU%=@-a9VW)(kKS5;&_{_pIZupCNNYju?EBKym(8gw7Pa?k36b~fngP5*(2>x_Pai-I9IMgbK=amu|tcX4dLC33Fp_5PGUl4011(U zD=mngDw(DcN^`GE!yCDo6B1?j51?trB2`-;jm2EMFSw$Hcujrb>e-y}TC~!7ev2vU z^V!XX+^N5z|C@ZbFU<}U`lT6uc1x&R=$RUveKGDrdhW8|kZbJZemG|vbiN-xy2WQd zaJTdDf02n1eaJ*iJ(;TvAvx|q*J5_b6*%(&M+(9x5}YL_u&3jCglss%^)2Px{z5j3 zKG$22r7yW_CGZLQVAY72v4|ZnL~@FWq9O($W`Q?kUt93J6_%cuHz;N~hoH~>(3SAd z#;``SBjeE2qu{K5_+!8E_yd1#Gv^;mTtIj%cd#yFnYI+chY4Sycv|GH zKUXb!+PmEE9Z=vj?%)a}%(D;Q!7nS}?0r~?!p<#^zJCH;?nPFfM>-`U&)TtTV$RPJ zY{RbD4@n$hCs!~U?wX8sD<&@bhz3;Q9ya4RwK)36(3eA}(5D>bG2HqF?fRZ|AD-IB zZcl~_=pch+Yk^165nE>%^t+7z?B{web1$Fr389hwP;XAIs2KEHj=NO?e#p*u+iA3M z3QE|6e%s1E{EbHWKc?;i-nOdx|Ngy~j!SoV>6Q*D=~5a6K?D^gRZJ`tJ5WFc6%+|U z!Jr%IPU%kR?ymd)yx0EmdY-#p`(Swf z==6NFo*_GJ{Z?S#ERf^keW&aGqjmjmGJB=$yvN&fe~XL0m#+OrJpI$S@gH&N-HmFd zcyWW)`3t@GXYt`5+c(Fy>L+GPpO)`>>R{WS6V?7xbnTR)27k_b`AI&*KJo3>^HRPS ze;kx`er&JP`uX&<#j)8zzbd})?OtDvyT065ob0=Glv^r}d8N^uHt_Ur!+3tsYF?OJ znIhV*-e@-MeXAs+Cm(ZR8sezlduH@|uimQ8T>V$GgB?G&@q9a*cCqCCvx9bgEZUAA z_V=%ns((ug9MA}ySSZ$adiTL=|A}+oO6#uOp4+F<{yM7d*UWZ^GnS7d=5BT77^uEf z_Q$HN`-gkNvhB+8V;*dU*f76nKYpdi(;h?gX`g6%NSt_9qrG#GTT{nD^Cq|0YpZt` zdg@bMUv9koNpZ~0+cQfiS7wdZr%A%i-2FWfj$_9-ahu+;Qcs^HNib=gMD8xqj`(PQ z*|P}AS6VZ2cfrQ?T6`j3@pck(sr19=;^<$tF28J#@0|DQT-(RuQRDkxw3x0ttvz^a z`*yc4^!F9V+>(~0r}k=A&KcUb75Zb+@n3NZyZpd*{;uuW^|RhrPG7L##oxB+w>xDG z?p_q`tLc;9eeR_A;4kU%{rdZ^$)lZ<_Iqbf{ieG*=k9@a->XTZ zw~~pk$FF1J&G}lbE#u-J#`Q&E-l!QOqsYvJ+X`_$!b(h|K zK%YCS-{0IC+!^I=Xk3?O`CQObFYCFtBx&Hc#=%SlZr z>bi9N^zqi|pgw!U5L28l$+&X+agAuTMznHj`{r@%_U(|-d8F$li=7jEf0pf;J?(@n z_sf&YFK1IO(GGLA4!?J|cxmHymJ{ITh~H;#)#hqniEoZg&fMIdJ}B+FMK<*^MZVUJ z{y$B!KQeKx_U=!Uj(HPTS^xkt(W44~-+RgLyny(d{y1JVudIx?!G47I6 zKPAdun?`*)X*fw7HEnaBV(>j)@BYsHRE)dzXBSz}wTo#3}5 z&m4W9wg1oEcc)0o=q#P|Ts*DiWIA|?`Pw(jwsSs`{QGQcv3q-Cn?AjGd-<(6^xo)m zXR_j@YKayZ-g9trYyW7zZSR~e>*l6b_Uw3`Z8BSP-X{roP4V03Ln7Q!to6Vo{qn7g zbKy^qqNlV=oI*Q!p6+7t!Q%aO%67%=Jx9#vfTYxcNeFxPj^4+|pE7EWY2Q8*=iS*_ zTt7&#Yuh1rwO?PHI8SRcYwviY{e!+%n%(c;ZkQ{4UP-g89n*e~hy{oehT z=yglFVA@uIj9fnrzs8^g*&DOO3u+TrZ3Nr2TXs#yIlcEQNl+1>U6NRzY6U*o8tmMQ zU;5Lu-*NeQSElXniK@5uIx!tZG22Q(o~T`S(lp`_-cN60PqP?dXT2 zkyyjc@%b}d(>Kedx>m{3XTdGly3W(Q`7>ygdZF?1&O`yOZRIX(c0A=Xx;M{Ae1V64LvwP%_>Emo9DhDOVVf_~3|4Ml zE5_p=XeGwPWls-unXfh2G#la@QT8WUJztFWEBEdf+sCJ-9rjN@{;03NPimYVE&rPj zcYl9-qR)$_JMDal?z&$0*ew504s`zL^xi~#`BtMJ7Y8lUuGqFcK#P8_cWoOTXC8B9 zBmQ%|BDZ^bI{+<3dlqi37U(roe1RX~BjltvAI{m{sqtZ_&jt+)@pDC={C8H-cd`%GFVi+xv2fAwIg0mf z6#xFPJCe=k4Lj%e?Y>W^Jyyz6~c%P*87xDpDOdmec{uZZ_r@O5cU8tSB zSG$1k{pI-lgI)K74YYNfXyJddxWS2k_` z&OV&s^k{r5DmyNIny$5**qm|UZ;A}0vuqP4jqZgl?ZB<+$Jn~xqflg8UG zHjeun&9!~{{GM=5@4U3R+|hk$9FedY8{-`D-16=!NaVb0Vh?;Ewk3-_KGlKQiBzeS_bO8w@8{WMc_lWV4<-|G8>_~GOE?Z0jnWsUxwCSy13 z6i=*`78EmIukRnv0^cQFvP<{hqTei){1791XOJe&I(8Q0`psdRIBoOj^`UrR_PFqs zXz65R5#X!a16Q;@cKSJSgbc*#{d_^P>dtn_*zU4yci17yek%&@A2n#!-EFpVPB5UazZ?Yj|@EX`M7XfDIQp(|Bvh_xh*^5+<5iQwA0u$%EFE7L+Pwl z+K=-V=YAm?T^PR}ljWdG;MsBIjqQ;~vZtO)D?i<5?@8NUkrX()J#=0>g%9y)e|ar> z($=pf)gBuxL~&U$_7A2Zw{8Ak%IDcL39w0;lAdB8{H6W)$E3-b?b64(&x}c=g<6x@ z8{5ocwH zl2QAK!OlD}iN^N7xE=R${Emm#ZT(h@`r_P=H?wQ{>otx4;pRL(>a5%z*rK)Dw0AAr zop}Bv>{C7IrQ$IY!xBv!^=9sxu2rAdonP#)&nDp^jb6!Ccq~r5GD&b${`U9M!+Yi} zel>ajr)F|{vSs?Xify)F)OxG&U6NcpC^`T2s_fB)Rfu5QjR#Ia)st`V&ky*RNI zI5Q5vCiy~!OzfGnC8ZW@K8q$37j9&DgAMU+66ldQ?&d~xbMJn%_d3~hf#l6fQGLaJ zny>vjE{=J+89v%Po^1`@Y!%;ZT>p!PCnq~0h*qmR%{(F4<}Z5=Rk~ZV`awE$zohx@ z`6ioXMbz~-|7^$R@|(Eirsg?yoNqsf$1OKVh{gJOtz`bEl2-Eja8n=a|1<||H(VYW zbWr>9iX{F$<*JMQ!G^~zCpT>j$yUAH9R9&F8I zL1$^UB7TcT8xc_P3kbc%qSyzb@Z{MR569sbrZKUw|9#$#tDPcDw)=k(j7TFD zdb(HlvK^AgAIs`kKgqp(w44x)?eeihMEAAU>)mF}YaQPmrcV;g&{yj>Y45UkL^>Z& zZaxqVuJ7q5<;niC-SW9+w_*A554BI$YQ8(PcfOlF#a=zM9rLUH_ti%J$#&4kqSvlT z$%Ept3!CYa(Rz|Ndzw~nlCaaSMByiUig?EB(Sa=}zv@(K`=5uq;^3o*Qtma##&5Mx zelTE{_D|m(IB31Y+f@g&hrSr^tly{R=}xdn&;DO5WL)>0EzX`hZjdv$KRfB!>@)7VgFwM!09E_^?$^^2|aH(K3;TS@t6@w!*ieNN4OJK6SJJLP}r z?YmnwulxI1{{6B3LKD0c7r&kj|JGoGOcH0k-pJ76p+0wi^u4S7eN&SA>OQTG;etkT zQM(u>;I3#-d%d0veXA9Fqp$LZuf#ue)LikyYRRJQTJ2p2OLh15*)D^vwq3hzhhCqJ z5BBVD{_=^qW1T*+Oj2X<_J>?39G*zRe9>*n=)V0T@xcfHp5&dvh=MI7_JX!qwqj$YN;k7;G+jmu^kY)AI@ zaoy#_*5dXkE4#hautS!JS7#XWaCa83IyoJCUf)IDoIq-g$N3 z`O)euA6Pdewm@)TNUvEx%n9y*;HLmw!-JcN&JK_r(3?#^{XhtHx=&@ zYn6*SA{qVDcF>Qa)Su$W%bKT{8_dtF-EES_`dIXai+~gmyO58&Coa3Kd6LZR{Y(4X zUH!&b;D*Ev7VE3{?}PEzdCgQV@06&`wtPC;iV)5?jCg!hnHY7Rk17vG=X<)-tphDZ zC+O(+Q3-5|L*L%vCKq6+j!t4+8;`vkS1r;Q+3~9n`)cW756qVaS|a|CU*a7s*#Geex*XPB zepzhhuqXpNE4Rvyo3*`M=}Xjyf3#V#nE#~Z2j4;4hD&4W8w+k+YHIWS=#Zl_47>qcJg@k`R;Lhv${Gy zyQNRQn0%Qh3v%N@_U@UL^N}q2IU6S#dU5N(Gl5-sC>~=)kBwvLTibuN@&^x5 zvg2FhJCb$NwT`RytSuVr=23gyg39H&WqWz=Y3}QEuDEw{3RZBcx(BuzKi9l z37YEvXHUR^cpi)}T-<@#gh!OY{B!>A{>22o(U?Bh9QfBCPtR@I(^k($S|D4dW57c? zz0%sf*4V~JiKQFW=E-!kmTUNQpMp2|MECf7bN_07);_J*9^GfN?y*RkaBO)?8S+l6A9$BCqWd++KZKMxA|LhOX8En2`0+IQa&gdXaSHo`XE3I{JNiz)seK&n z^>d=_aY>WECAUtEo33jX&*crwm~30B)nBzIt`Qfl8D-axa$81^og4RFQTa>59N6IO z?WLleEErw6akGXyT4$JhXJ$1HNHY57>E>8l&c-)$+%tFFGfVpH?RMLJ@yCDTdU|5g zX3*Jo@$in(-P~txSIXg>m*hD;`GpVO>~o7Gq1KKjYc)f4h25 z-YlAI*BDuZ;#b?pDLZ9le>OUOHr|oj`e@fm?XtPM%edC!=~jR~W{aGfG=|afve!p3 zKy_-94r64$vlY}?9-answv3ug8993A`6&8e67B5f_^agVSB6~B*V2jyb~mxlN1OBH zjhIB@^-PkSG|N{9d4>019HjPBgFQvl@;eu8ek8yOUDG!28nf+i1`!X%SMNn5v+-G(oIQ)Eek>2+b6x1=efAUkY5sQL zds#~NcHJ1qJ<>C0=x<_bpKcy5sN1pWzMK2|Ib9-#@(VHtP=il({V%G+H_73N;mPar z+|(+b*(JOC=csgKn(Wke*ERhGO<>gIR<3M*m$!=7cexk4Vx~B3j`l77^L+jpM38LI zZ1EpIZcIE2Q+0l}&)?&j6TACOU9cEa#+&ex4@F580bTcKtAm z=;P67o#ORd<(2<5yFn~MoS_E!$+PFu@E4@}4vwpS-n0JJC?6X38?=~8zV+Lm;xW&q zU(KD}bys79zMDEeo3;7Cd@hm%R71CY(&>xI&95Y>c1wnA-RH@^1-geQm5lBRQ6H9Z zy4K{u=0Ps~rV+3k4r)jLJuRRH=G10>NMrkAR?oI!r+4hdU$k2GIi2oe)5{Ny^4GT} zTgJA!t0#STZ7g3LWcc(wi#+*Ddj8<3c4E|eAkLVn*{#%g$QP1ep7h*g(FRZQEB_Zg z@Z7~+a9Qk4v2-@ZQq7sX+%2zQ*L0dV*ZOf88-_#``P-)7k{H`Whc&v?o{`m}Loc+m zUujjzM*9AV)T^9cJH;5zba_Nk>`u5Q??FlAU#PRZC)Z! z)|oV$w-u6`pRIM8BH8#(dxP)#&LD-Sj2CAZ-m_$@xNs_-t>sv#0Or{GLU72Rn{`J<^2kOk2*^v*+*UxqCjG)fA0^u7cH?F`cr+ zU<+)L9YPl^)IH#5;77?Syh>JW8aM5kZvN(gO8H9T+J2zv{N0;ghnQxo&(T~LPiE0< z8>WXp+9x+?{P+$|^R?s%c}oKEZ^SVkji=x1S)S{8WTzb36|KYt`4jSrFSk;1qaw09 zB>T5$RhQ`!5xBQI@*>~}?oaZItIXEZM3>NQLSvk*`NMFz)IEreuF{y;rE3q;bG>0* z)ljb5%;e`k&}YUc70L8Tn;{!x{_ePB^INR1vvx0IC7JjVXQelcK?I3 zyT6l9x^KSyVM#x7Q`OLn%?=K5+MfDuYfRoh-}PdWUo?atHeEBBX^?k3VpR?Ew=OFT zYeb{&mgTWWU)3jV5KR`0f*rY2oMYte(}i$KQ#7V2+ee}RSGG6h+I9|exo)y;!qt?y6 z_q@UDRXy;p!LuX&c!cZ+KyUy(Y@t->BeUWedlIIaa;% zaG$=h_gpmWo7=n7lZ``cA6^EwK;B0`7V^p^_9V_XUl;u5?7a)7K?LcR?saMONQdR-exSO<6`r$quAun#V@QeyhCot8IhJ^(#s9f{X>m$>Bcul zQLZ-!Uy?2Sw=TZXg^daZ$DNE}eDca{mh4)q{jx(l=j+A5e^f^BJAEa;*G!ts)2;-?$*Exj!VeQJ9~ zzUYYdn#_^0Uf*iUrizBl*k{SG#gl={x6fB=jBBS`KAb!zp~bfCr^gzXcnM_59gXS9 zp3DcA)ut!xIuHi{Ce@KSj6WquV)Y)$7t& z4-9(+ZO6s$Q}-#^8#yq@3!F85KasR=wbJY!xuGYU?@Nv8y|`0A_>RYLW<1F5yuZ7>7;VNhax+j}v&6trY?6<~-@Bx< zzSPK^v-i1d71&)ma)Cy`W0LEBJkBuR7yE9mY5?bIr@@GQAiYDMPmC_CmN$ChxaKT} zPUp)S%-c+@k9xlUG`b`6XxLkSNK+iwh(#FhXckYlj^v*hi+`*EYfb<1+s3ytR{o9F zoGmWDe{(#=Bexbe5IGrk$eE=r_eCyRY$z-Cf?!zA&zbH@dao+}}MPXLoySB7AbR&$j`uwnQ8XwO)$|E-Xf!+x8kOKfwJVYc$cG6u7>W-3)lH261hu#K}A zWgzxwy+q~ZbRpi??f#1lpI5(l-5@#PbX09zJy2&f$Ju%p#0w97yAx6+-MD-Y}T)|4(}$*-fcZ0 zE!nTvHX3nbIEqV>5;rx{hkCEd5&D0|<_YC2qQmoM$t>7UALu8DZdH0v#VbaKb$V^s z&+GKw<=S0ywKk)QX7(Xj%(t7Zzp&-?-XIs*%#XJ^BVHcG^I%%vjn~+JqL}pL*mTE? z(PN=#zkE-Zd7Lx;d%e%A&td)1Pa^qmx5J^yHj5&vGS!=XZQfa~6@qg`Ghzm$P@0u{sYZRRn5h3Sr*ph>XvTkx|?PS0zeH9DA zmvok#!tw3azqEJ7Xiv$4xVrhM%Yu)bx^ak+$lsvhv+WW!S?2Xdd^EPdifr&~QCbbz zt%Gj9ERNvSLK~x!N<{e^C>R~ycm_~!qskh4MMQ%gpbl6)(%Zv3W!UM}NBXpmE6;WZ zUeu%m52(r7qPgwW3dslWAL2y){ddcFsT*HApFn??$NL;SfS#2HC8Z9?iu`>S-2qc~ zb$`2~aX*;ku*c!5r;VyO7vC-(H|T9+%;LN^WglGBdY+e#zBD-@W&ksx|B;D9j5AX$QslSx>`2BpE{nFQar!(YmA*aT5XLzEk8|B&QXa2D2W;8szuO~FdBU&N3 z!Cz$){wjM_^#9+z=eqdSnBI=6Ui@WQe^D^`2e#;FhIV6jf3rNrfyw+Mqw8O@iNtk(*L6@M z{Zm|ZdgCLF)woV*6r(;lEA-R+J#Bn^{chuZIey|Fzt}EEH{AY4b9$~d*U^pSg}R$G z9$z3?zJ4*PPY*Fm9>jKOgq6B8|CjH;*O8HVtj~!ThzD55g<8k?S_?LS9ryO|*S8y) zcp9`nMDhyl56J0x()SZv<^RPQ*EWlbTW_^O_V26dmFc?|$u@f&J2qS7{`SrpLoP)2 z>Py-2-zu8%>pYL+TRF8u4|X^EhGqQfU_tN}_zFftnoXZ((CNl%iI~zQtM*zY{`+8K znq#oX*w@!|$MXixIKACu9rDx|*#cb0JHxWc&!N zL|3dmJYm81$kdI-4t~6m%0Y1OV$i`;gs3TKb8P zD!)Qwv8_C7@^+|teA#EQKRGqMc6dMHQLI9E_zA5NTFxJDurgUmVixmtkACR4 zvOx2-OBU=mGHV}7W38He5x*Mch#!w@E^1}|m4rFF`8+zr0QV~Tug{DAW_qEl(Wlfy z+!y6!1fPjtMR2BRr$CRWVLm6RbX==+N>WrEz#Gv({6T&|Ui9>y@Z%x}s*s$cp}!6s z@(=TO_h}A0mjT_RYr|gp6#cAqK0TV=(`TUw<({GEW{w_n_0xPke~#|{b`n+}0lDDs zx68hj$E^1Eyl5ycM(-^?Xm?!`X6q9W!PEBn1=>k#6w{HN+9Zo(Qbr;$^TT#&&&k{%xH3xz=XuVRb&y&$~3wy}}AXM}4Z-cFlD6 zVXg0MW>6ZNw=3nXR*1*oh%RsB|7f?Im=|zM+{8{?u{|rQsLqo7)*a^J^uT3tir9pm zEI+nKI__&l$<&sbmpO{XT-$t9VV>B2go(VX6?#4XpE~MIn$0e2eR4bP`>n-}!zg!- zir?$~C$-v7W^2Qu8{x`>k1B4rZ2#jwZyNQ~?!vB)Z*An!PmLG;Hp~HD`P!uB6NC1a zA<`@2sQ&t^VHf|V=bqe-yno;oxlFd7*cr}YLx^v@6gQ1Je~}z2rg{G|vG4V{i4#e) zW&4brCJYbUJjpq>5s9ygyRhul0W990W^J=1?`fsgps18RHr{2u@;1dXt?vhW_f*L? z`Sz2d#^LEOxorp&2uQqnZ)1lhfGdE;fvu2JW4He}Jf|}|!IsTzjuRLG006;)ffX{VlD{W37hRgxJ9z*(X0~ z7C+01k{8ykgd~Huf1+7D-s-?&J==>-1wVIF_q!(Qs8_qKvG5k)lvr$Z-h)xfNMQ&> zC1U8FrXqCOB?u_NZ7W?knMZH7(t{O1-_ui zjB(3sEBH-0S`}z;#vkuzvFzn~m+BTVaUAqkYeB!sIbG1MI;*w4wEsQa*u*pG-BA}P zImr21n|FJ+N*XyXbzC}6iblQ=FFZI%i!<7r>@+bAF;IBDWm^GVbVe1}YsFbhHQ!m{ z@i&KiiPRmQ)%4r+<>5&)xhXk7evTN$JgvQ0KYHKMljPgk{jv$~HU}7wCmI<9^naSe zMbS#0L#!2!e)m@M>#d=@x4b_ZOxFC_hx%vAGm#C)r48t!quUXe#uKk+)vHzAJYVo* zt;IUcK`w)=qCsD4ej?4Z3M*y$o+ldm$M*kTNs-->c)!mMgc({lpZF*33A*`!(4Ar> ztF&v)Pk+!Q+QaZed~^9(Jq2#>USf}j4i<#E;Iref>zbRa)HRLx?Dph8d!3NPzp9mZ zvmPzWXH|TvIq%-y+G?=&L@m^-@Z8n^%{1sp-ron>ZIjlc@qf+s%2w>E`00so!t)Gz zfqk-hvUJhL#-0}c!qsqObg11pzOO3G&xnJ5*$VD6V3PJ9^1kGP_~nevaQ2?1<1AZX ziS8(0^wHJ=&iJFP(rVFpv95XgyId+8WY%8nmv_=U>|%6;`{DKY9W)zGgugqw)jPJQ z${?}H*6z~l$$pr<`@u~AI)CTejqmWTN1BZ~4SD}vd#&H|XX37xKzH&#I(w7-52lZrN^cfjre3XI-KukyEf`l%YzOuqhy}= zFgd}0*8k<+=A{44LP>3X;>7&K5X8LUjl{{snq?Z~Rpne>Xl2ieLk<`;F&p5#)@X{J ztsm@H;)rcqvFSRq=)!CSHsqh%Lw8SHqx=6n59iQ)A$28lMl034dPu5GgQyk@**%H0 zR;$FXlP}l96;A!C=zs>J9!`74!)qkf-b(Azyf?Oor%L|pP{saVvP@5n^MBi_Z_=FK z?j0fl*EWk+hI_yrsL2yk5x@Lm7KD7a8hrV0S!P%T-3ws2Cy(OnP`JxuqsgD!y?^by zeepn}pEBO|PCa^fD6qw1mM`^0J{SM)7x|zkhBP@gix2i?t}bz|Gt+w4MFSrHHu2Dp zqtTB-+-%YMkxN%MJJ`Yp+YhW;oD4rJ7thB2cX}SC^`G(OD?M|g_~+Yw9?oW^R#pCl zfAHmI`L%Gb=0|4AF+q@WrHvIG@GFQ<(|CZzS(=*io~%b#ha znCJW>Ne3GYaWz{z=B2b5g!D7*8}UnWkTfmKK-s}krwP!Z!-k)fE+xA*Fs>3~qN5f8B885;5 z$Y0xgb3})Q+B@QBbRGJ_7|L_~q}ah>?E;?9i(Rm3%eQu`Hu4o3A5^P2D}N8xgTDx? z0FxzZNj}ZdD$Lee$oq;u>2xu+?_>JE-b;Mr*?Y|#UDQd4_>k$>4APs8z^jJ%RcUZr zW4R=LIVF0Z6s@j|Pv5MTWX0yYWBd10(R}%Ax@WV-{*i|OKYmc3yJ{khzGGZU-r>J{ zdWN`;_{1;bL3Wz>yc(oK>zN@+FA|`C)M4G_xK@V_STNq$ApTh)j?#PPn4Yso7yEtx zXvS)SU6o%U6-9aZ6pzH8P$w(_{ueZWel{>&GeW0zS95+?lsK&S>wa~6G=rL+t^3K3iU-fvCHFc@bD6z;K5xIDx4+KPx=+yIj!o>AU(322@roK&`c=&A-8`7b;w|>FY@fIr{ErCWbFHI(9gD@ zf8fA4_k?<>99fr_J&P8?Ci17$7tkQ`E-$9hf^M>Pkpf!~{7IT1)69FbQ$kC6s>(-11bbMgvs5bd; zyFmO7t>HJwbbXiTFDUL?`@HC?+7Eb-o!gb4N~W&Yx3#Za zTD)Pea7HIJ16k&k;~l+r^!yOB=i9vA8n9L15+F=h=pIj}o%EF2sCuUrtBXQg*%-F5 zUa@ct%l0(B3BN*rJN-4-Ng}@b)c&v)Si3pDl-@Wi>2P${zoX*i$vv3*yP}x*`#DKM zpT8&iL6EQ|zSn2>O^>P*gr0jWYFrm(A(r&`lP{2qTCSbXvyux_ZGUJx>6m!ns@^SD zw_LotV|UTxjBeheYm??Uq36g2+Oaak{9}Dhu4*>A&_UIz@fJZ~1M0vcj;ZbtmP)^$ zCE7I$w@08~;7DL&AVSm}z14g1ka)@zX^J`f90cE5QCD3(j1yl?JeuyAymgo7l_Bw7 zvW8YtxAtcDc|BWLj)ILSH~B*Iy(LL?c6;a_%~(!VjE<*1!t>I2ssrwha(Bi_PsGzx zH|CX+9Xqt|bvWO#{jg?KgyNa8J*Q4%kyZ=`EYnzKNp?IFN2@jw6SyNz89U5=={QLq zMz;Nw)>Mtt@6+fP#wBF@`#Jkf;fP;seO>ezQg>$!mTbf{wLApNTF*QYE%hLyx(gBZm*UNb`y^dV zw!I!7&lx3HCCd*QM4p~!499;>6niJjQV*Nm8>7xYySMW;X;f-s7L8KN_FTG;t-nU! zWs>F59!hqLGm<2%H{K9gW6i`7kK_JdbcdspV(Mp}9efX- zuA0f&qx$5%Uv-<@3v44qK5yeEMW5i&SBVc^jvD8+r`cq1F>GpC`BDDkl?&rlsQOZ!D_sSbazonpv*GAJzdRD1xKAo+@O`wN@%msuow zU0vCGU33si7U%(=vVNqVnx5tPu1W3v#kXmhnyN&b3~xYb?|Q-@fbHr`V`{a`!b!S)?wpn4;I94St6KiIw5 z{_I?_F!*e^78PV8IX^C4ET4Bz{H9*!-Qu*1XXR~^*4N+i^No7_R$;F043|JoihZq? zU9er!X@}(1>T%g*LmcGagLQRMbG~hml_PxZI?Z#jboQ&spo^lcDA=)4=F)!i;$Q=) z9wqz5UdaRdQ(d2EjgHgyDZf;H{L#kwNb}O`lT3n$)gO_Ld?lR;rNCz8<4oTj^@Luv zU8~AsiGG@^`>~zIw^F0Lhnye`$9qxw={QMc-hBf{EZlST(bzZi*RRWjeLovxhbXgj z5)=i+6P{~t>#HN1PWM7Gjc_+4ohpdg8b6eb==%6(#`A~H;kk`#|Ghcr4RwWbyuWJi z92^Iq-6dx9fkrH*wf3L~mWw8HH_|EFGmrsO54M2VuE;vSk}Z5y9C=#w{ZG7pcl6MG zjOBoXH;EHB>$Q3E3*K5R*E*_$Qp3XL#&`NVxb)T`)#W02suTK3yRblDd~{}X>Hz&M z7liik`-irJ4o_mhO!80X=#$Gue{oNhUeFElad0zYE^x)WWG(NMjUZa7auKHCpYfEv zdPh56KL|d}wq0sUMWNYMdM&}k&C`9w^~ef6Nnnlt*>!X}fX8=o6xO@!obE`5@O{+v zkev{)qdLWxp=M&?KI~(mB$wS!yp2246OPc(dW^#QzdqY%zDSkm8eV;dOtzfX; z&hl_-hCUY%z3Q!H;n#^5#Uf{HMh~^#`iY$t2eGGEG*Bor#BF1mt6T`Q#tCT=7O0qv zybtv0LfvbgR&C1OKZ@eMnB06LKSo?nrg^zmW8wIF@^rw%@g<9Zza*CU+{A@j%Qai~ z4dOoI;qOn?O6utYhp<|FzImh7i*duo3~T*RGd;E4c4YL^W63#MGc*F#aw4O9$EE7P zrfE!Ydio&XW;jDNjdFC*KKd_RA7%L^GGKDu)3!!%nfzO|I{I*(7H#RrOB*|$ovFF$ z>P(J3)|}KY!G}PJ=&t}rCjPzCAgi|FuUo>96g{ z-zDw-m}Q{Dni$*N-TA@cvm%?c$_z=E1zMMt<1;71uih#y5Z{k&zK=G#+v6r(Al}FD zlD!aLBJ(O~=8H2#+!k&x!n5gGA%o4jcqvX86Hm-K>}s|qc?=JFM0U_G8{MJtnVQ>) z?OAo;I{%5^Umpkms&Vh0wIeT~J{U$|^SI|LS?!-~?H5m@@fr?~Pk%62B?rd4r?;~F z%^9Kzsw~vqY+%k?` zK1$CJCy!){92v>AWV7Eex{W%@Z5j{gH99`O2A)Q5t3096&e@oF$@D$nPOkB;>J*xs@>%4cvA8~YC-umS9LipOy&&V%A-9K zCDdX%*W<_8_Qy3}*nDze^CZ7&*7!9_=)u7Inm;j#^w9~IVw9`EfcHc`M5z>mQ$jEY6(5_;W}4L zHT>mNG!PY((_qU_ zpCov@Pu?H(&yV`Lz8%tR50696Xr%f8JlVKk9=_6``jzMjtgb-Bj8tMB>0zb*Rfh;Q zBRa^ybHCmtUM=RKF8GxA*m_>xp7dN;dDb4Cz~)saLpHPV#VXX$I1fj^8gV*0@x`A0 zcJqUglpBO_b1v-C1NYiB^R)VWI63NN`o2{1X3p-R5A0p7$VIKdxsAbj0Xpi68&i>mDg@cBNnXWrH$!3FLHRup$0q9$yBJJAdB!Br{6qk3^hZ;sl+(h&WLR`k~ z1MM4mNg4D-lCSXE`jpeM;??5kdg17ee_Rsb)b#Wn(SPbF0u!`d{JKqXPPipi2k=~~ z0G+a>Hca0Tv0C#}9d$@C0ySXA##^`aTj!lXZ;(`dCtOu9sZZzhLjQxXy68#mW^xDa*k#)NgaH_Pmt z?#yGkU>KcqKYmme;LJJ9NKEAJlG(w;Wr@^&uE+{H{M^Cx7RUm#dI1Qk*`OViU)qUyRF=J5g^{6 zdO#kJo>F`!T_DB(;Bffz@^J7YYc;}kTkqu?k^G%~gJ)p7@98HPApGWRp^I9zf3_#Z z3;x;emzUx_=?k>UAbH51HToa>4l->N%Uh?Xz<+EUEmmy(onOS7(4#>fa`pbcY1WN+ z^oD(1rn~T4)su^CvPtw5P;KFKAoyyS403($p0QSU(63?XW}&w+O)BPiOygAlDvzRe zXS8<9_tcrPsh^DBVK=Vm84nD4Y19wTX|wt@Y!Nlriqf(h3pF1o%qfd6!zIB?T#$S^ ztGi#(r}fF1tXYvva}WM08A|)e8_d(^#fR1Jz!%7AI!}tPbbWM|d4UL2PyW*~9(%=+ z^LHQq$gi_%_0BpnO&}tqo=gN-+?kw`ixI(8NA65SHF(zD8t{ebDgD;P&D77ZL7i8# zLF3sb{%&}7!?9!2Si~MW-NA{2FKGp71`^@KH`^v4Wv(+@5-Bt8!v{ z`HU_YQm7g{#%7fHKx^xz0+nqG`K8)VBoZcs_bG3x{^`#2hCI2RYkZp-;}aDt(2V*< z@pE-OemgHl4?;Ta{#Jkt*4dg}s^Uo;0!CuncB0#I|VtrtKR5gkoh5CuAeAE5!==PyFg;nLVZyo=CzO`{q z(n77Hc$zb&E{vPhAc@wl+PFV4#4@%YI8@C(D_!>DsWi+z(T!iOTYwm5`V)jz*-&EE;^*~>q!Q`E{^b_=&jyKy~m=-W3{`mqH<`e&0(AL(3gAF z-#||oy-=L%slFYCO@0g#0Oo44f!`mFQ{*5IDNgSs;(hu_FOxIknR}CJuSD%P;*zK0 zD|t_r#)VPn{-MW*xS#muA;qN+?Ap7ztkdt<6l^P)3Oh)jDRa>)My?NLAFg1z^bL8X z9-Y32UF2&!$TQ+N%mCL)E#l5}#}oa=!91dYJw@>i#b6H0oP%O250S zy(yzMst=ZDJ9^-8xS>m1zbOZ~vR@vN70`VJW(bb#tJT!&LSuOcmKpmJPpdx>LslQI zdO>G+m@Ah4yX`;tEb)RL73o)z{*^ptXVl2^ZV(5V$Jdg|`boiN>0RSIl5aO3_(DA_ z*c~739iNPwwn&SSseEgBVR)-i++C(nSKT$^eSKueXqs~VzAoHLAMx2*wYM7W9Z~k& zLAG8TZ>Z}L=OCk2?(=&4szGC6>uAT1gDw)sX0ywSnwP#)e3D(m=sQnK99W&f3P~A= zY)n{cc z)kMPgs@-L`Li_1M2jil)9adYsU$2ra<4QfjsZ$zsNL3~LON!}DKh*i~}Dta$NvHmR7LtT1e> zxbiMt>McZa?vB@-qWFts!;kXW4{U9rRrT{5_5PYA&9z*bK&{nUt)#QnW*g!oJW#x* zUkyyDHRJ2w*iR7kH>Pi3=kAS{;P?4hYWPJ#Zph+!p!Zrs@^GWU9(uc3NV^7QG z`$-aJzt-{CB=SR@8#4b8UlfnfPfhN~+ViE&jsLDAmY9c{1M)++0X-ws&Z^sGX^G*h zRrzm!*R@J!ggp5~`|Q*CSF{`ak!Zlxz4xScld~+uZ&XmQ$7N=927rEq$#I^84#P_~ zgB2Q?dUcYSuGI5n&#Z#o(_*@e@pt)%*R+?^r2IRsar)vlt99)=L4-eWQ&ek zGbKaRPml7f%Oq2#kH;U3N@u2fbo4%U@Cn$`dU44c^K;b0uy@2y;V znq0jtGAKQ$AaNtPToDnKAF4{{Y^*v0iTR5F z&pAkN))Gx64!w4i*=q3qL{!%vG>^(yUCE4#55o=@t)koDkx5&9naM0x1Kf%Ir4n3C z7*v-0quiXFz5aP{==2NQUEU)WZmi=Qhw2qOU-tms0)JhE&HAYO8Tp}iwukO*H$hav zERyf^k8H09()|5Q_QNSb;*9Ms)}HOKOMLa+Y@Huu8-2A)ET3ly2dE~~Sq^e&7sS_O zo>-Gw7?Nn_UUDxmU}E!ZNO4MDw0M!Tanu#TF~V*9r#m@~?BDT`dJ$droY16;mH5s3 zT(ndp7Ry~VDX?*SUo{aQeCZ^&YI<{E6Ot(K-(;#@?(CbD+mY(TaiG<(-eL`KUV3wi z7m*d}SkBA$JEO7aT&&jztk1}nS$&Wk{%>CVK6_I}Rg3~h>#wUX65T*=lWV$r!Jcg! zRdxK>G6|-`g7~HLQ1FcI17xze9Yg?}A)SfV?0-Jb!hH&cd81ZH_Z;~E-qNf+-~Z$n zKij=|?(iyV+b)cMj&E-|$5(zvhjCr&#xw)nrf{qCeeY_f5V6~LhaZLS`9Z$@R>>8W zu9x(8b#^Mq@uabgGWhc*K_(e;X}2d69&YsFX?l}7HAy_pDYqg}aJ4k2Sm4FY_Qu8n z?}onmMjMORsXAr0npi8{s|TChr5LR|3*SooXVw4H(|8JIOg!w7-XqRM2JBFbW|!t7 zZop%nxs}mhTJ~p(R(hmq?H4&R)t7ef9fJ%U+n%NWWs^i8ogwn4_>*6tenK}veS5^x zZ;K-8UcM6!YmaPfh(h^kd+Y~M@}I*AkH_TWeXEuGaATOV7@9ox=rm@1&-BpMPn<0! zHt(b*Cs-_)6e4@)9c%>BNG+88Ob#(#v2VPJ`{}XYfyf1rGJdkhh%s=QUSuf{P?pI~h zzODSHo0HlLIRm;;4I&Fl-6Z*Qd7nO`5vuh$uCbofPCvi3y>5^w&?9&D%)5Ic%;sdx z-5D&OEIzVNdFXEqF)5fh`qSe}ZWtnUzN9xS35>z0 z|L=2A>7lql1W4}yIj&I+t@LhlbST_4$xpvng-I4BHpmoz#Kt(TK z74`-)nq|b!$L+T_vlko7_;?NyX~AA>a2+D}^N%))H=5DB**l^%PFmccYmO*&N1s2q zIMnB=q2E5==Bs(+M@NfW<3QOUl4jnx#cA!%G*!)`Z#!RSv0hLNPHI=pa&?r^Bb|Mq z9z*`keo>e2bhNJ~iN2l>{re=AxB@@PNq3)YHDJ_r(1o~KwEHd_&7G45%PU90=7Sj$ zb8w#5@AKgP(rU4J#kHMEtTr8DY2+h{dc#@35vg>sN~}9}iQL(9(f|H9&Z#Ll650YK zp)^JqV7;rvbHwu1`iR$xAwV4K@kFZ2`RWk^lO(PvSER?{zXmCDP*VB#$>me}&F#JS zwe%Yl)FgwCt`_5zSf53zYmeuzc+5tNT=_LS&vY{a;khAl&2Y%iEnjrRWmbFbCMMvA5S`e(z%k$41Bss zv7m8dF7Fvo_wvwu5iuM6F=066IGs1D5(wr_obG`xtAod7UE%uvnk3QP-x(hJ#%r*~ zdY|dlLAt<7>s@<%mv}$lQLI<&VWl{Fk+@@uc8$C~guZ9NALDJcJTPf+o9sC?611MG zhS#E_f3mykNc8cTvz?<>g?+_ukf(!%ck=qdMen{}EOXbgR67(;`g|3Q2R2$fs5gVy z?zi&wzMZAQ&e0=)4JN|}1MG|-F<~8uonrfDd;8@$UuPwf8xJ^-TJFR7T6*4zit&5c zJF7-_SjnxEgSuJhBZ!W)t2#OToatoob^U8#6=C?rn;^Mfj3P5MGx;i*au}2qlTT{6 zV7J7G&yPFsgIw2j>5u!O5)?0V-pGerq@BJ}pH*EBk)yB6PDz3thYS`x)GASP?xg$c zt(546>Oa^VSPk7!H%^l25h# ziZ6`3{?{7iG=qF|p7TLN$D==#Dg8#&Td`Q6n3rmpYg^eD@^u%^Z{0eb*Pxf1;Cqb8<;66{qJsGt5D4?h)}SjMimo zWIcpeXr^04t4&+e<=RWr6^nVkT_9TN6v;`G22NeUePWF7v}^dSEUE{3$McO>q(ddl zh(kws>S_9oUi5SJgvDFUHRC>~rEQgl*rfT$pDY$PK!vh zJVfuYrRAgaHicQRZ^Rnamp;-8lAUCty?ACn-O?@-0Tn}n8&Tuvtlx)w(JgYX>-99X zwqMQf`(j_W&jMI84wygQ)oV}>3O!?|kCR88i}g+At&F-(kmG8sbyj^R?$Bk^84jY@ zYHY=FZi&0)!R*%u`%cG;;mP;wC#l!ziqS&V%JQwdIPw!c<-Y?b=@ayBdDJD-R?e!@ z|G+75^AB>*Ns+oC)7@h4Jj88!2TYXpf+bMT!tT+7mkj3(!}&pkoZ621&0wMYF{ z^LnUUEIV1gda2fRZ1&}U2T3d^h(~$1u&R2ouhx^;6VT@<0I|(`)&I)biRy;dY|oKn zmq&}^la*rJPT7I%cCLmqNu6H`L80T6-Z%0Lu;qHWz)5e_9aUAY-wdJ7bn`g7d;MXE znEtr?9vNM4jo-(&`}LdpM0@Kq?H#$JHQPB0#h){`W91Ijis^UzTq`01^kgGf(+&SV zS?}U0kIp}32T#(R*hhM}e!NS)?Pq$)OWAi24SK4nBhv49zP`@cIQS0E0zJ3+>P5rH zfMwsXHTrHiCgespxmbJ{-Zv(>PqJ8f)|I_)t^&rd8zJ> z8e%4@aTgtAhSku`^GnfM-S~3dOH}vW?CQz83mri#EY|;~OTO8ks`#7=dSkr!Ryn4{ zqXcSf(5Ic@FljnlRpjIC)`{u*h2k-m@+OUGg@F#@?xUV|Pqo%F_S?04zRHT7lNf9D zr0J`5d$irZ^}8T~@sa7KI! zKYCpEzN>l8HQdi>9;>yUR>OI=Cq=81vKDyh^0jKL#FFGN^{)AEyOGBunxKQH-f7M? z*{ONLFw@oQZs7M|81z}SR$oYC?A$x`4oA;Zl9hV+IfaHzBTu7Nd;aJqOTrS-iT?3; zPyLDf33SU`?W(cu7P;ulo4Xoz{uoRFo0!)td&XCQdpsyfqfr{>2QBi|UZci(92 zn>Fhhv-j_BRc(8u;YS2-dF0lrpU92#1M))^z8z@EC zHuT&gesZ?tm$IwmUYx6NXL9JYWF<7HF4y`t@qXp_-;9FnK6dY4vxSa|U!41MbHA0V zCqcv?#Nl~sJTF)wF;F(XJ{l}uzMb>2~pE$)nK#dXyfLhe1$Je{<_rdQRjHw6z! zS57BCsL_6~6?0~($evm`XXwFh+e7du>|EoN!xuM0V|#-2q<4q7E{rdH_kG=o?W*qq zUUvG76U$VG>Q)K2Dh9#dQ5$Yw(Zu51(C2W=VwED&dZ4Kd6aUfenhl^0@0%!v;w{9leDELE9JSpTPnd!o_pjqb8WAn&AKH|*{x z2mWld)YH@%wyK>}3bO9?oYWOppYC@WD=uX9Jkxm8z&MHY_U<8XgkSYGJ!_CDP`3wV z(aYx^kzQ2eKpr|jQMARXU)I{{HlarVT-#o~_6wB^0Yj$1+~WsX0u_faH~OH?8ok*2 z>V4pEaUM(+ynzgnGXQk|;g7)AIPr}9afbS+ORK(_(6jKVz1Y?Cypr#_`_lk z`{Z~1q!InC5ntat*~Am$lb4esH}tGy@*96zcK-)iE6yN1z31IN>>sjKtW3UwJt&Xq zyc~9nI=;o)H>82eD1Eino$Ii%Y`>SYaCU<}Fzf+-zPN)v6MB5;S~;rOf-k+Szg-m< zh%7_vvtPxWpNn!&M`OM4#e`X_xA(vQ^_OQF9Sw?`A8E{Y4EC)2JA9ew27J7ICu2D} zWA64S{CGAo%=#k9^^LN`wogiKn zmQkEuo*A!vu+KTui!CX?O?HVt!{N)cJ<${GaJVG6RX9xNo{?~{bz_TbrQ@7Gv1?g9m<3S*acup(M@ZTg`n@yXc{{8$F^?JgoikNcIO^%ReD~0M zP&9hdIO5&z&GM1idOZHSF}a{e=^?}3WliV=qxKs9#?HidK0&_2w)4jz&G{^22YEJq zPlPF4F>c&&@Tb0%Ex&i(3cE?%P$XMkffa8KVmKpjbeTprbNdW_@RG*jgy_*ZVeC3| zgf)RX(qPM=M)tF31Ns4w|Vqx^aDO=Zr-$pszhUy1X@PV^=a z2WS7FgFYV{H9pt_=QZ&i`4z_LoJW0)MwxjL2tKoVkWt(T5?`Os&t>E8)+j#Sc;J;~ zg;@%)muN4Rp-+=D_Vmk>SA(zpZG7XbOM2$wcm|dM{!Ffx=EgIAaxMn>16`$>>W%g= zd>Z7rdIQ#hn1T$^N3*%nWvx~LHQBy!sWcI3t?$W3y=S9j3#5=NELlQ_kMiNp_b(POue;dOljS`$#2cI=>fx zKGIrTnhl`#+iB$ov`7Bg9qw#S@csWEkBK8X>q|c-xCCe3`DY&Xq`N}li=FT<^zBqf z1nFxJc|V*LTn$;r_kJf1(O(RzcwBeY^MyV$ZW;j(saM8LxL0pZwPa49gZXr3ikdwX zfekWyvcQ?avfp-sYEwR)EYPg+p$LRJMtJ~vLi5B+bcA@3oUo{c{+0NMY*@Wr3fJh| z41H@wRBnq(XpgSyq4fzG$!Psy4x8$Ic*q>C92qntr!3Y%N%p(FjzI zu@bGip2#>*oq>7>y)7phd{J>ny)!Ruw(64L>{X!Zq$7_`f;&mtnGkY^Q01%UVShBv z+B*66k=8~xA+-?iMRzs1#wrE~FD??PAGmSx-_cna$Q~F(KJxP4yF5w4HDF!(gx{oy$B` z_l4KsNvhU;yEPskjZnxr;3Mpgh_pNjTZ4UK@98O_Hhk5-Lv!I=k^#@@F9j<;>P4h3 zR)4U2qclri=JU?z`9y1pE75j@AQs`(^8xMkb7%k1#bUhI_Q~VgUq>g?;dOa4YL&&6 z;0y798WZ(^hqV8$ii7DF__tpb)zYs+?;>Xk$^VkA%yn;Dfj}Te<DhoCl-EW!+nT=lp>l@NG_C*`^C>TWz4RievIk#G>?fu=47g`NZmeU?Jdv zZ*K>oDLJlFxE*dk!-t%ie{exu#nylclnqyB;*2S>TJJdLa5z^B=kZnKHT1DsHfwsR z=0?xLK*M^DPLk0HMn^v}3|vh9$oP+>5k40k(BBFVh!^rZVIo=W>_h+8lkVK;AiD^^ zgwO0bvoHtNh3uJrpeMIS^$X&&>1jsa(noSP_q8@SQ+@n$@r)RnGm7OnR!E|VI#@rp zgp<>p|?WLG>=uOZL~vm_HWRIJ+4``k}4-(Wq8bCyH5` z<+yam^Nm`BShcPW68A@g(fKF%#u(*+ejttOPZ^AI^tUD@uN|c1a#J70!83&kG~Q7xmKk+k_@AD)+Je|jB(|cUhn<- zcHc5sa`;zQGv~^(x8z9S2KAk~sdwn6$nJG!js3HBm$)SRm+ZpFYyT<<%L~$&gkqJ@aii`#%lF*HqRi|)du%x+ zy^QW|oT6nqWk43+6&H!p^Mb_c_`1%^gAsG4)_mP}^62<*^6R2@BixZV&;{M?$>O=w z4|AhQL<#TdUTPMcX@Hm1Q={bvy43K&;`%3FDE@k8?{O}q9RK-!?uw*>T4fj=(FpN< z^=#H(^hnPOD3a6SG%}hW$4_U!*^?qZd}a6<2t)cvFE5xe_KLGwmWnrczc3;AOpiOU z7qL|KH(Q*~CYB=ls5g*KXmIu73idaAC|#yTMZB8sAJsZL(TapKI~~b%VBkgmd!XA1 zeTRcmJ1WPpVN&Z;$t?JHb@OyRER9+geOYy25Hr!skZ;cZ#s6$RKB4&W=+rH{Ux&*l zo6UWFUWZC?Q{60XiBsgVommUfBrZ&2s#DNQcyx}GoVOlauqjpHm4XXs7;SCXb z{2(Vhs_YlhdnB4TqitexW3FtEm690H4I4D4WgD{^=_i}XRjo2y$*HaHRnb6fX8d4@ zh;l&#>G3{kGacc1ri^!;w56klu2=E|;`eX&?2*?3UwTjT8zJOG>tJsnJf3d66O*}6 z=SH9lhG;VcHy?*AQL8lLaA&x6_B7iPHfVH~#_P!~_-4_wr3Yy&R;lwZ`6cHnZzuP^ zPJ3K`7iVGUgL8f>4+nDQ@RQo8M|-AvQuCbX}4b7DxR2BKQ0Nc zMo|xdha1PF&0zjy@k+zkc~NluY>Ahm8~mBE!m*2@h~=>t;XUMc!-Z_6`r3+b*k2j*%;v?rgLc#gWme~M1WCeV7u+hH|b$9E6 z8-S}4_vXRMIkS!Qd*s=FtGwaYivNhg@R#U8(O z)IPr2=zokkBAOr2h`$syH;f_^+Lhx54%Y!(pJ+LDXIZIBf^l>T2x~#EkQ~q#a_h#h zM|5&V#QKdF9qBr~v(;U~hdY~B4-qju_8=cg{8LvYvO}DNzaonuM#&>!ORDvt{dl(e z^llkdR8GoQJ97e`^F>x_7s)r92i--&z^>75_ycM{pU<7U#INlU&rnx%Ui(Y^E?$7O zaat)J5ZS>a>RtJoaA0)U3gN-LFYa_h1gtTRipF7 zMW&q@I68NjJ;J+Hji6th^H21uksF??`N`$6^I&4wGxxUx_41HepeJa)Gt)1ykvH}` zu`vAsRhw?s9Y5B}J0Dy}zRer!8jTTl8yaHnq~i#cH2)xTNnGz4^;KUv9#BhQcc~9bk4>}PL+L=~`;eVvp69X^Ev%ym9wgvHb zO7i8z>^|rE(aEq({Bq|gm^-^x^Nk`v;tVv+1>F?l|MJ#F2`re(x`^n}LW zquB0((RSG=v)-_0KbHjBE($rdUBrl$qz|WlJo0p`1h_gj0t7Yv4Li^O@qhjwFNTJ( z|JX@<0hmu2JAFY%{_Ci=N54MtFZJZ^DW}DsfTv;KLafM1h&tmxe8ZpT7x8OE&%`A> zTfTObE!8RRoJJ{@fn)UvxGSE8^Vcg?W#ixa{?Ep9Y9m*%4VkH16)dStB-91O0Hp6- zgT4`$Cd+lY!FBTf@8`8>Y&MSAD4dFlE;f?!iM#R%{+b1#f9D0Qr;IjxN{#$2{ZBSb z?HZq2pBN`y!bEKn*DliC*s}7OdgvG%yMq7qR3lU01rw>CsdJ5;jR48cP8ro#sji)& zJ+5xmx$543ecDS8T6ya`8$Dc@dJXcQ?cwA+F-k8OHu{Ihz-N3dOWsSBv5Fvj+6e+Q z0B%$<%1bh`+ZqR}4TAN`Ms!#7dpWr=O|(+)t2>-CnqO<3?jCgNnXSdiy{wECaV{@A zN2dlln5`{_GO89B)eh4;&L5S>646mRDZeEb4G%9?D6XWAjxC^LwCWn)Wqs^Ra#CDG zuRXDCS?u@Pv+}ZRefw7Yz_@jd(RXmY)@k{;6wX+Di5^2Qv9^(96MKLXamtZA|FhBX z&mwx4`CYZBe88!SZFe~lkaVm=QG!uV6aG!ANaV z*q+kg7q9Xcj8Q}q->45zqo|9=C@N3l!Mdsee64$k`Tr+bd{Xk`tie8))t$C?;5~g# z)EDT3=Ij7^+3eNRlcHpZSf%l)w{u428Ob93zEpvbU$W2o0*D#eGhz&CFZk^;(W3M+ zv}^+BX{iMt;q|77E>AXZxwzZo_9q&be#-h8E#J!WSti62lVvYG)zekOK)qTKl+neV zC$1igm**5FwJkRc9L^6mrbUvh>;inUdOwMsiT}dOoYmzFvhRkg_}JKF$%HygR{-!)&TN)?Jb( zE=LU$^lo(2KT3zz^BNJ{&S^>>i7&vup$qi2aRw}( zj0AFeC$CF?M>zv~6KYeh4Luh&8!W=j`)R!>v~(16PTQ+J_l{_xf=+*)t6C?$uwEGa zRwo=di-`1;t03n_a>^cMt&!%wh_=Qct|b}Yh%27%iOwk;^$#*8wiLgZK4+`azE`!z z*Y=f`f%<`rk@vB9NXc zqLyvFM`z0OUr~RQ^VI20M>UnzPWPO#`$L_HT#MAmPrxn6qdS3ex$g79fpcK>+(V2F zH?G@$TC-<~*Q1GjK_bH|I=4(N41bc=qds1wB28fTilU703-pxuo3l*c8}u5#e3tI2 z>kwOYLR6T3@E4!$ZdR9;l0%UXUoX9(&zZQNY_Ht(W37YAG4>B%!Py6k{@*P4(eM}S zTy$k4&}(9WBH82m885+;+2xORFVR8#jy8ID=yfJuBmaea$Tjz3mx#^jBqioS?yKvj z7fC%a7x5@}mRB3uG7y_=bZ2zX5|a)x6rIG!)kU$q-p9>&57{Y`EuS|<&!(B>Y(y?0 z3hh#HW|$N!>1=e-6md(DB6F50#>Eo`x}c7_OnoTTo{#QFHp5Mm*9*rFs*lKM`dSXa z{*dz$lYt}?rx5LyQ&blM2mNm2lJkerX4i<`&e_vo(C7lat2~E=Z2ySnh)|-B-2|5? z4~S3nEMgbP;Gm;8gt&x0U3&TAA!{#J{yvVHkHhD8p6RG#fhY;;&DBiiA9lMq4jevP zSZ_PEv8u(?rr~*gU+gnF6*5XsW@~3OaL9aJzWmy8BcEUGkPZuY&2vZl31ZACL^BVv zQ@>PuKyIBL)01e!Ea~^_1xS5;K**i@nvGbH7$X~IgzaKih~?p1Stn?3NPkjLHQzhk z*ZJa0rvKJT-fl9;-O+jUOEoqfI_+G#l2@+!MmLzb`v1stWKW|%eJNvRZLKJos7IMS zFcrCIFyS+TrE{exy|RrrohP;&~e`j{u8o>QD2jH3FGik$28 zj)G1Vmt)ksgN3cq4?cC`5GxexH&;E@Tw)(&wHO!dnG-h94X2|Ie8H$I@Tf1pdD<@{ z`2stk^B?4jh`(yXhokVQUl!S9N6G24X2|Ff!o&zh*<3h;5eh*>hOE}#VwV0sG1|$2 z>tO@g^L{jw#bnjq72BF<0Xqu7INd+}_T;E}u*fs_#+VMO?{_MflvXl#A| z%Ekb#TdGSF$g8?nY}hAft^`gquI?tOE6d=VW8E+t_ewiFrn3AoK(dqEBGH za3rsox5=VY2g)~5*M-+*!$-1{V_hyxCJ-lxtFuyc#N}bj z6Uz9)BjX);J-!soB~B6#AN`IkfctcOlZU#yyWcTLe?7%LLmyS1nY($!AgF)FLCRtGG0A=^WevXe#R><{Ry`|yWKE#poSiL|68-|VihL?6}nxQ%ybbw~d3 z|N2Sq0CSVSmZyHaad`)SoPUqXc##ZZa!z%PpiR7EZc8X|3FyF z2HQ)cd=9+T$j8Ig&_pa-mJ^TG3`lVjP#v7wiWeG@n8Y3N1AR^3>V2dZ8%?0=MO|KN zR&cf~BAf)@ESo1oE&4**jH2=QRbB_5IulPm=6!#YgdWi!iWs-zSrx?e1A9g!gT#4n zpfWoI78t+aTrz-ukUO-)M%|QdYUFs#NrZaOskMOh_L9l93+%R0{?#53&%`672=0I$ zw~OdnGFyxor;Buo!|@w+6jR5ba{-!>JbX?O7oRqt(Qf4Bzzo2wkNO^{J#h{Kem-mP z(ReiHBrRlDb%@kCP|cx?t1Qn6eOJ{25qe(Sua_Jj6$Ok#^Z=?0s@*lhx9gyEQ}Z8X zmG5m1GUwKaPsNf$m0iBX+!5SbI8P=43cql8pi9=f&=ky%d9H2eIAR z05bOaMY9X|xg*>^4`cPg_Z^+D2PrN#AY0VH4z^&c2ZZ_0L#fLX57OpZ! z9!BRq83fe?-n~x$XJ>t^+{E_7YwLcNuUS7k3EopqOlLRG7}e{plaC=wp_+Kpat10o zH}5BRhk*625h92e2_MH2lHWiFSblaiOgMj>{miz6$z%WGboSfGGPk$Y+_K~$nfSWm zMlZ&DumNi0ZX0;Ys*U2Yx@C%xiCoGZi*$QIVqIJ$^4y}xa2`j5DE)0{=3fr|Cikmm zW8b0b|65gge4`VB_wGE)&rke#74}=#M}F&xTMgg0>NneTBK-DUJ9mA$a~MC>X^h+V zzK{2w%_eR=n=_bxN z{ATuvb5ERec+Jt@XXymZnY(81`v)e@GjWNDi+8t`y6=Z4Za8thUK{lD2AzwxPOlG7 zT)XFO&~HC7anp&LPuyY{>voMs&%w{sA7GE6oAutsSH3;evA}Taw|HO_(1+Ez)DTd5 z|BIf(t?S#Qc1R6@-A>Dhgp#}Lbo-nICNIrW=5NctezI%N@{Hdp3%Y;Uz{AEII_9`e zdOoYOL@yt6!I&GyTruY6|3}j~z(WJ)?EgOW+f z%q^3WP06Co|4;8|bc z`JUssA8{P#%-21rmTNg1U=HWq$W<$P+KQg|+~r(_BIKL!bFxcFoe{oL<~O7UN{zY1 z+Lk^?d~0&$xPiQ{?TFf}zLG>x1>xGAW3XTLpP-YLOwG$?)-bTGzlgijE{Z zzMw4emB?AQEr`J=;WK%U)^ZKpLyn`ogV!DJS+Pz6&1LWR!yT8Qj4gS)hcR3wZ7UxZKL*A`>NyB3F-o3i@HHQt{zoys5jNe z>QnWd`d0m}epWr|AJtGzRnweWgchzP)Z%GLwZz<#Yl*nU=kqAOC;!jI&(I=hKGmoG z#b; zk(Dc&w)iem**%YRFw#d}WDnWRt|D{L!`F8t zDw>#IA|O-&Knnvd&Yg^t?}OYWyBf|Q!^8qiOj!=(q8cCsvS1No^?2?%##gEa%Rj zrpuA3dhuS!+4SPeUVuB|H2dxs_M{~2t>sv=J(OPTfeV$R%5mkT@urS4OYuo_>ex~6Gai7Hx6t((?co2|{%_Gvq{JKAmSoAyf!*CX^SdIr6uUQDm8 z*VEhRo%FtXe|?NTQlFwv)~D;U|L-)rLPdS|^Oztc`{thca# zzoK4IFGQs0J|nqruNI@d)?R2=v`gA9ZHG3WM=(?ysI}HwY88l_T6QgomVni7*tv5_ zy{K*^r^cwG)y8TQHHVs0r4du_EBBRs#9U>LT{r3~wUm5Rl|)3W!|S+99oosBJdtx& znv?f3FR#*bh*B;ysH0f9&A9q#aUxAzx;Q<~8TZ-xV%@gxSO=^l))My6Vb)0Y&sOY4 z<=88;us=pvKiCf+vxmvh$O*A#@ zn~k|OH=CKA`QA{ouQ}Zu&uU+6Za24>M_B!*%wy(h^CbVu$20c7XZZXAf9s}s!`?T4 zm|xkUEi*p*byglz8M3JX(T;t-yVcVgXbrGN@W@B;*yZsL<*QMwv?v-E@_; z#@a}1u{N>#*73b1)->wHNPe!5)z`kSMpjd+4tsDNqJdS{YGO6!m1x7N?PB$^dRzVY zx!y!)zHUioH?-xOlgn)c0d(^2K2>eb`=u!D$Y>@|W31ks3AD9BD+{&HP~=C~zBQgb&r zHaf03Zqj-DAup0BMU^6UZ_%F>GM!#wy|PmIM>(S0RsK^xE8i4N)zx(D=f%}xY6Euj z?rINpB0Kq7b(Ot`-%)R?uZchEZ`DcOBw}5r(Nb&Kw7<2&T2Za4R$XhVwa_|hUC5-q z+7MRqXl;}>hL0oocL*N`^1Xgqf2}LgoHbrktD}|C%4+$vJX$*LE0PFO8NRFE)Mx4= z^@4gv-OP%grcPCR@_1^gHP!5_dZ+4A-zcxx$&Zue^OcT7enJ71+@=>}wO~Q^i9q*BX)2;RJ*JPm30Z^8c>xElj28aH1)Qheq^lahmezv@g$b@MXTq`X64)Ek;q8&YTX?kzj z3oQDI7uIuD<0)$;JM?f~gQjFaK`S49Ql#~n-TX53Y6l^CKbCy&YxXlclG!bY`eq#} zRt2+|S(K`f!%S|bFvH9c>XwJP_0f1j+%^6+?ie@u_YQUJq4ARVVth8dgl;;`zlc=) z-rr_6?x#5S*ud;z_M)y#W53vDUN>)cB58R{O+vo)Xu!YuZ2BF>Nz3n;1gow9{H~-<7poT5jzx z;t$=>J@u}-Up=7CROhOl)vokArPaTvb&r*&${J-YS<6<91;JK= z!Ain;UvKdK>|o~~OjlhMQtomX6zjo|tRoU_KT6wHw^v`jo!}?#Z{E7GFJ72|_$*dH-Go`I=?99uFE7n#1 znuqr#MObuvKy;5%E&Uw1%*j(iez# zYAL8!W+>&1_+@-9UN!NA2!}1FUy1fBvo~@@IAIp#%2=YW3Hv1soiK&sOy9}skaPZI zCagE-Nz|n_=4JIn#l>U4cxxSHca}`=#IvbN6tMDBeX`hiB88RGehm^@2|*Cyme2H? zFNt&DgLURwa|BVJ^_!j0OvQX|JT*=lCye#PY+@`inCL}c)`gy|z0tvFL$u=7&gf|L z;Qx%Iqnl^UrOVqv2X>9_>yzOkPcoVr%#!q7jmf({I&FE0XevxsPTX6=D<@~Ui^oFzs6#*rJ3+Y598VolN@Dt}s-VSz$`)4G zUFA02hptAe`PAlWBXz7gOkJn0XWzcAepJ7zVOofmMa!&}r^9Neb*2`KAtM%R2ekv_ z!@sQeFIt>tXz_Koo{p|4x1L`wOs`d3FRGW|R+5j!iTrv#J+q!sPoyW-HR3yYa+fac zh;~$4r)|{cYV)|~ky;PxN<*!&R!S?UW#sQVv^e#FdSBh4?&7hHr>-?nGZ5dEpVYpS zVB)DtL!|-eHm&l}@s;ae9pSnqrK7%Ahzz?+V^ zAf0`{a`2gph>DA#-%r3UBRfqpIF1A`AffzU)B0)sU-J;T5vd(e4$gXsY?>)C- ztr#m2KV5|0s}<;BJZpawULToNl6evFI;G{Y2va53Ug*wFCD-TLLR58z-)mkE;-umM|@Y&ix5>@2K5d zNxkesG$Ja4yo*}Jt(;)m)P$3GYreO8yG7;_y2IXPRU)&QmAr77Z$K3njB{X_jm8Y3 zA9$pd(b}kE)G{g?m5ee*IirM8$|!CWvp-feDj4;Q`eaK7@?)5>+*oYs#TA{hzXU1WJ4vJKiN!1+@Y89D?ue4$he|ffgQOUd-H5{kGfa=m;ULu`a_Ke zuFb(7F8xwBVwR0L_EQ-iYCbKXCD)Ua1BLXu;Em3D7kwx(NuLPPn5oa#=j!vgO(#a{ zV?iQ=KpEZj)#&wXP-^v=72{y1M>#rB6dkoI1N$l6c7R|MEEC}ZO?l{FVyKpe8L;>0L{?(zND5eiM3zYfeFEayY3_mv7;aW3 zPm-A_%^#rd8^$f;fN|JZXKV(aFEeHtbHM9UsUqV+?}GXJ+33DAwWN!U@B7%eem)iC z09?UydM!6hLNT(Vz1bEVHq+cg+@Pm>&ENdZW72tqX~>V_Rw3|BWBWZjOmF)GY$ESN zOL*A%AapqgNi-dqL6tspJR#RV`~a&Yyk{k)GMvj`WgBbjK3t5U#3`xCl@ef%reKcV z#2A}9TBPn&x2soRdETiXRE0W{j{UqG(Uv}Fur`R*JcZ6^zP6NDO;wTGa&3jSgxfMc zTgk^2{J+KA=JDN`{PcLRNMEW%6KX_ptu%-ut!Ak~^*LDMB%Rzk7%Sli2EbyqRGX<~ ziL}%U4_SSQm`5}OMI};_D|bNEv$?92@IvC`71d`YJ4FwwXsNgoyx$4qK3JcuGt}2L ztlM#{_-G+*1b-)e%!A{?X4!-#)FJVP>#Eoa+{&u=ds)@-`)jzkf5kudg< z|EPy6h;E?c3hWixK=cW$zvvtl>km7$a1CGRUtYq!N-wjUu4cA52b9qXHmor8x@ul0 z8&<#-oH0(*S$#GV!D*GIv+BZMn?oETguV6gxRR5lCFyKCz&QwRJWOvW?_PSa zQxoTiZ&U%F^qfZL8i5!T2$9c5Lu{N z@j?9t`SJ!1_5%FtW^!~2(Fta)Bsm-f`gjK8ww(+Y{UQ%6)K?gY%}g=1rst5eo5im& znZ3Fit2Y5z@{;v^h<;%acw;DgVsonnb+{7fGCy@dDnLe?tIq>#Uy*guhMyQj{g}+F zy%_dJaQ1%ql0Bf7_3$|JxF5+iVPx79!pC%gbr}v)SxHF!FfGd}Ku6yR1TJSU$z+b; z1o4B*Os43*GK=s($H*)6xKB2BE`A*GdC95E!lR2nPdun{EvofQQ4Hl2x<>SgjH~BC4$ToMq-goM+;95zm;Y?lKE4=ZXp@TVkK-HW?f=j^7d0s1tv|29)ES>qGyvly~!l^^e^P#?aqNznlh~SCG0|i>lq(<~_#S zzIJ)tMR!h%N-9@w9mr(fTKcO?sA(Um8&3M#jHnUisU96bv=h;~HWSyBn=tx+lmu!* zH7^LH8qpdBqQ5$nUS=xDd@;(vHWY%BppiRd%nMsTV3T7VC($y1)$?lw$eXfSJ)(`) zo)zDl+A`S25|gMf)3q7&XS1jrGl^-$WNOG*yZ&^7>8eL|6odOpOC@noNhB{%^Y_-E zNQ_j6(@!<#k>!D{($xp_hHI47JcCYXet#?9VXXH#cF|Q0V1F&a8gMe__Ajr=23FBX z)XnDXjKz7c(~%`naVo5=VNo#o%pDgFGoBKKAs_4Ef3N3w&hJ}9tmF6PT8-Q7k6ZXk z=6g5UUmvGy7e9|A@Xse3Ysj3AT#rZQz&9`pA^5&G zxI6aMNw!o%5La;Gz8B z?^DJkx~7Ik6C<~g&-lwoWcY$+@Kf+>@MZ9I@L}*#@J8@f@J#Sr@DQ;hxIMU@SRPyz zT*hq!aWJ?)c!hWyd>;&<#^f{d7%hyZs3&7VFq@1ks54*SyF$U~>CJRxRw=Wc-EU2S z?>=aL1Pi6*kvE53TV&0rPrPmcj#&dm>9l*&WiF=!J&(pO% zVC{LpBdN(q@h)_u|C>s0vzB!#*Or%)agO6Rkn1Uk>)<5oSX>+8>k|wi@2B|0#M3SA zBJtvgw_eT!>jlb^T9TSvcaZmg?7!r<1WSm%SQ|Z{FY5RLFwY+HU1lBS++*P^w($2C z&}9kV-GsfQG+k*9+#2G!ko)>bmwBCPxRuvvD78^kiZCnGx(AoK869VwInm}=JAn$i z!{!b^#~Y1CBf8EKbCJy}tuR-k*es_e~cU^wAMa=?YwVUOxh%ttvm zfS&!3b>>hFC99elUbiL)q@TJ7X7{+Q5k4Uwyzp3VG9fM1BCl47_1lna=%{s~OB$-p zp+0ON4!~-irPsQ~+P_T*zjc*3tsO^G+yy>aOFfxGZ#9J9ZEg2eML{7_heY@IgX-}g zb!sQMFpdh=5UwhdnqK`4S9Jo_dK!v#V?tabF?5gTsgU#0K4lLOJx{!Pa*ok#)`H;J zG`wDdBaX6G=h732mer6bL*$3O&kYNhpAdh6;C0cYm(w4e0YP!kqJJkkYz=ZA*l)R?KGuYjpbbtUO=3rGEtm~_d*<2a&}=O+j-TP-Mtz7iCjgk zFACKt(9;aqrj?+F-S}sY+E{TjNMbsSRcE-TQs^1tQIxZhH?X3|z{GV2VRe8f6HRz1 zozZ-1o}9IDij^f`6d1dzSq+4p+WceuL6x`#!WLb9EBIn9%+eBY_H1g#B%6!vg>v4QC~lMl zXQXHMcN*WR9ruC{f@g!5f`^00f_sCzf?KE)tB3``CBYfNnZfbFF~On1fx$jR&tTtR ze?A`*92uM+oE6*_+#0+byc+xx{1!}PBrr;I@1oJm-#&-({?qtwq%f0`OJzVnUC7Hh zD5l43j3jlW5%1|d>c|}wka#@v%Df8FNA4kOgvXHU56YRXy}@g%=(ld-{V-5IvXUe9 zsr6%V3GG&PDxxK5I4E+`$uz*@F-#qdBDfN?e1?AKC1uu7Q{ddli;7nPp0^PyU>9;@ zh&F%@YCH&i0qoNTazN_EakAqg72`Ji?E~t@W2(j@ZjZGmRF8+;9uT*wAm{n%gW6$j z8+!aYa%VC3G)0?4?={rc80(Tjl8@pOc@0N!hd4*_AdXwvzC^y0w>!1&{#4=u64AZkTYv!o}e6f zus;}mC9nTUI;OjhJ2ub$l#dSx`T9R@4{?&chD8y~7>^p59dC~K#VXRFm8CPztK?D= z@ciEMGl%eBO(U~9({l+{7d5atpUJgDXVEJh;U`{GLnFDLoa~52>G-0#hlKDmKk3^p zv$HJaiY&r2iwja_h$WZB-zn!Lh>uyGqnvX+oE0T*J@NWIp%U%}hs{788VEw`MWyYJ zGCmeGHs4x^7Pk?cx1as|A8Q{KSG2@2sHx4-67v$FXeICIfo{P(owN1+GxTeh`1%$O zsmFF7_l4E{9nJqc|9-Xq{fW8~1bh6&ZWe9tW8+b+4iF#UQIf#Hlp@-(V@%+EkTcMP zvlDl+;4tB{^AnBPpT@wH>|!Spek4Q*qYKW5`qzvs7=?>&1^D~`ozxZ3?Mua{c$FwH zdS=+tazuOZ?|7Ii$%`ZSo$jK{{Qzx*z+0uj&y)ivM@dwPS}5Kvv}WW-XR>1u*)h@9 zE>^-+Z9(hXi&l6DP2&);mzuGa@2#YA%;Kj;{-3_llHaeT)rP$)$Lh~->no}F8*aj< z2FS=)>Us4n7-SVZ)&R9U9D-!*5FKWO|I?+A6ui{OZMu^fa8uxnoZK)OShy?WDrQy6f@;Z+v7Ezn!T3K_+lELiK z(tilglbZVsf$K3~u;Qp935dLOGR+B5?ZlBO9{k*Rf16XqM{sqKx!{xK#Ab??a&C)w`{m>;Is0W8(SX`o5XDlwNm3Wzz+Xr=ID=@& z3KSjT8F*tYy-_##qT)ni*jj@p{ewOG8+_6qj7=sAt3 z>oe$O5IX9rr+uK1Xualk6icl%~{;QK0h;$_<=?9`LznAyw(D z`mq+5sVh|BuRf|@$c-=?U&tO_k;+k@uBtWcZckzqYkeO3{T6or;~)vq&R@e@{n0#( zxTtyv5k`b^!^EZg(9S=?Y~7=(oYl_3XYD0xR)O1R!G(?0`jBm{xc4gjrCj(`BFUAH z>L+U0aagsfs2)woE>m`C*j7(R7sJE0+l*@mfz}Kd+AN zCB67#aKSc0c&GL-F*RWJOQ2&ELh&jFYcBquy09{>QOd<9G>X@H8VuH46xapqjS_QF z)F-lc4Pf_d2bWWi)l`u#Sh&R!+)E|CYD)AYM7P}y-*uM|?2(wf%7e}zdE1l-y4Fsnz+<)DkH;DM30cWgNRvEg{cMsphj3K>pb z^#L`sfsLwZ76e%&!&MT8`%rqK55^ngHJZjdRPh*cDxCaEOCOhuC=3EAV>>8?$*KeT zXk_D+0sMve<^pi|Q8bUYrucuQPwqpkp-U7WoWe88i*u(9jGpih$H7{HJLD{L;l>ew*mJB2wjRT}SHKehv<&B`rnnq8wglySBrPv0CyPc}B zgOA(Eo(`liLORx{|EM$(marFPUM`*z8w5?yVB*EiW8cQYwW` z?GQW?XGKs$l9742@o?4Tr~2U;S`qNp`_Bp2Nd_9lzWqy0AlVQY*;zVQ3$9s2dsiO}~w6Z-Jomb=a|dI-w=_xkt16 zwxkm(NG61#i$8{|+Cl{x1TL-wk`~XD;E=n9WGxAZ@i^9r{V0S#h zej@Wja)z#)7c`DqzJ)4&&2a{Q!h6SGN~BVN9;*>C6a{@H+~`^50!-B>C5&|!tro;n z(ng((BDV*H`T-7d2j-9Ls2z1d8U3~4REU*yOsA+0&+wAOYNi&dN9jrNl4R1O3GwY# z(aWQZSJfNp)%E&%HN7U^DW{jkQ&K=r!%w>OaQq}*P{$jv`c-Wceb+1)uAy*Noly%L z;!`X~eab~7CIpmhv*Y!s-iTVc^tdI8TyoQ zL}{2!nf;P;lKOyQ^Rt)8zIu@!Y6ZR3aC_fxL7k|M+FgzsQU(lHm27DaJJX*EF^hcJ z%o;j{oBRR4`IS8>NG>R_!wP8J;%hJH_9HyiZF-XZXah_6E%7mqqz@lS#!bQDxSGFt z%HElU-O5JBmVsv$|CQAHW>gTF`su(*?g6_b=awvDZOiFvG65#%T<4|_5PxB9@~8sr zwM-++6+h0Sqs*q>G{>nLO>X|hBZCTnGqB(iLa3BUs3BQltqamEmPTnWOQk6eHqS*q zCufHh-|=s<<-PTk{{1za+gDaqzzPAmi&~TjMlQncOE2>*7EnbSpb5F*dM|+)rlDpu zV^1$cO-K#L`WHP51-P1eWN!E zGb7BL_)uz~h;)Si8jRX83E$RCR{m77awPR<5PtljAn!?hzLZ)e{^wUj5>(3?a91OF z)pybtKBo%)MYmXn*S9x&&)4_9ZX^Kr%QVFlhqarj1FMB&5DhaS;{bvufzSVtdp8IR$2EdgGT z0^~s*Jm@|2VffY;>TC6#`ab=Xeq6t*pVn`3yP+S}&*>ZWz4|nLk=_koNfo^To~vkG z!KeO`>^cLpwSmrR3V6OJe#F}3U^LoC6bj@|)equ%Km|Dl0$K-uHH8||japU(B%YbR z%2Ljt*UaR()dy20q*uQ~_dXlNSf=V^W?HU4J(``P65U5a-tG7F4X0sgHd24*Q!S?Q zdQPT8nnP>?dt8Ej{XvKhUX{+LH_WT}^_CK=Y*)rY>hvV;aVYG0FV=H=SfggF?51=o zZTVgwkjglC)+I2s2if26Q7L|+&4o}QQZl0y%^EKQ3aJZQ&$ zl-f!crlyAC5FN&?2MS1C-oae-!8%y{35@&!YRNp_;elu#tqH;7(nA)(%_WnNa-NEu ziV;ayDQB$8**bEj$~t@QNx0kbJgZ?m_JKU&e&kh8daO2NOm(Vd9$uyRcnrQ%NiNzv z_DDFq7Gy+G_T$u zADmPDQ9?$7KxV;rt;Qp=2Yuu?KEn%4mt5uJRpTsL#yM_R@a+C;JRp}|!$xRNJm$13U126$W6ppGqqor{7a%w<9Uhi@AP#37f zL40hPVJ2#_UivYuHjl1p2OZNz_^9`aNsUNN&t8JPw<+Dq0MPeL*4_s7AUpF7I+~C4 zH6iF2nTWEmwrxP&bqg12i+9GiM2$aN5AoT|P0E^+`GhASgm*s&J#`&c!yqupa?tuoR>?zpkPqyt z-`QWkfZLz)owL+}HLx*)|C-T-6z3hv#6(gmG_;INdK7{quFH*o#9{&6yyLX4KIPJfBbW_q$LU`mv`MMvKru;4(XPhh(a?wp=H3#k zNzf6p(ao1eQ)of`7)PJK2XECYl)iXcdNhdYbUOXvn3lr09!0l!h%eWxx%6c8QAO|+ zHqe{kGVH03A|s~jv+yF$aB!)WK*_k?_``bYF3n8w3);EtFnUjr+-(dd*|M%5&Jjv+51{&P`T) zKyzDePGLnB14nytJ)Oo~zJPV!9}cPwc%X?<1$DfVQQKyjqG6*_fG9M>Wqd{@zfJrT zJQ>`L3ce$FAh-v;;|RLPMU?YXVVv%uSvQLAgI?CZyAAPFK8^9qj`do|B!Y7i(fCAtyA5 zM{N+b_8^ry#$h=MGQm6$txvqH_lQ`!s(9e+jA|nAMLKrgzsZVx%!-z!k8g$UH-*)C zly2sSS_sy55GeZ)%EcdMH2$ViG-l@?PAsB_+Nf{Px9i*VE!;Nfo9U_6+qVsTy-hzr ze|1tnrk~eO=ojd%PV@7-$(cFSm@Z^g2|WQwLqXV?k)fn()_w~sJ8+d-j&cttAGRVSdEege*1 z1IN^$`F!UYut ztz-b#3kUL)sv&bti;0mS*IrbHZZ-lOf|GYLh+_rF<1h&19#|xX`}vFe$;sNR0;1>$ z3qJvtc@wMm7M!9=btr`zI1)bbgyTE)25F+5Zx^Vnsn7Xx5aSK}BwgOc~0Ii?`BA_-VJnsr@;TG3e_$XZ{> zia)Gh*B|IF^>6xj-KWRshW=ak>mT%=`hER{epbIsuI!|e%mj0E(JO(=Gw3P79DZh` zp1}K_!N0!K=C-EOyY<3>QUeY*Bc8`UOd_7eAG`>kS1-^;1^kEc)kyUr&f;Zg`wi*O zL+Hf!(uFsr_m+7UxdufSP;DyS?R%`yMf3%2U|I{(Nu_{)jBh#UdLnTe=AaX5#Q&X4 zcXSFzNYKhoEpEoznECvuue3pBdXbV+;YfWJEwCK@Y%EvBRX|Hr!$A7@N) zwUSx~R8^0@u>zGnqxzcJ&DHF04apWazT_LIg^S=>dV*RS(m%@Cn>C5*xa%sQ2FkVH z<=T!iLnUX_$jQZW`uh+be;e|n78z23XDUow8Tz@xAhJwU6`gwbfPG;Z-DhoHGY6P^ zKP*spaBvPL^JG@i-Q4G#Wc71W= z#-joxVE0eOYLAA=s>(ciTPB?P(s>Ow#-M}rr{8Lg7E+1d%SqiyN$p5xB<6S085Lo% zdXOb6@V);BHu;O0s;aQUqj0YrWH#^@9dUko1aSbJ1#=|ed35HTlCx^%MBw(g&UWBX z{Q<9;6&0x=UbmsRSLM`jU~B{gM7e_Y!|OBb}L@shoM7S)9>)mX*&_I^*+Q z&FR&D=+F7di`0&NUlKp$2GMk|w^1Ki;U%bbM=n?;w^8dkR;uB~|F z#t+c=T`Jijc;vaZKABz3qP|yN*w3pR9o9#5&Y7&X{IEAqai-2>Wmo1M59OV{Lw~;( z_Gk#+h&t>nnduRN;EMb7Qpf45cF?tMWX^jRA1_mve}O;JlQ}XWJ)Zt`9~I&morVGH z6GbITNJkRE?40zp4~czL2;qOl4_}`=tHJLzpqJ~yo;#86Z{z>}3(D}q8zq1j$_zhL zkld*Z7HH0UH-LU?5nb^$x*@rOdrNk=ZTLrG;M)qLigyE-Pv9h!aojqA9t*+6dB~@o zXya|^pi{sC%T@FCpa##Oe;NUE(2L617Np&P%21ZopP7mmgk`$~auN@jctjFeNvsFd zf(@*z5imc^!MDX=M3dS+kpOu37HfSjyLV~hS@1=$UvO|x4Tc0~1m*;i22uoe`S<%< z_}lq2`m8`}reirOe6?`ETy(qiZ8bW6IO2e&*-{1nAotzog9N*1OPGyNy zLRs4b@Xfwg+Jl?#v3@J!?cR&d91kY66&=nReTDu^f2=29EtYhaakh50cMf-sa?W$k zcdjEgI=492IM+KDIu|)7ILA4=I6FE^^OK>(W%lzipn`mQ9$n5gSjft(OC%@0GY@!E zy-F{00MFrObvYR{mzad!Fof==6BFkR?3s&7Husy3^_oykN!BI6ed1>3JJLop4*ItM zHrU^Eb8nT8s3#9?-uRGm7{AAEGIl%t-Zq>cJ30U10KC%)q^#Y~;K}pW3G!kwhf9hg3u zRw%>gHCfF)*&kQ1!tYsW_$~2k%Q;BNv5EY$Uu16^IONr>$PqWen zzyjw3fybGl)>ClmRoI*J^k-K%Y32di*jM~X8u~yAuuLA1d1W%EJq+FOid(gZPA;OSFxhPkdH#hMb(;w};0nb*v9{pfkD9 zi;ttJ3=6qGxo)3aV?nO@Abpn1aa>}3o##7p{*+wLNv?o&if6Tl`Y1fyKr&TMaFTf~ zIboq9J<4M`PC3iOYxwAB=AcOAF`fpW23H4H;)NO#>>BJA?9Od4Zm2223Bjd!r8W~g z@!W0;ZVayF=T_pnUC(FYxxE*>8)PT}4ZIBZHbTs%?dz<}ZxNd!t1 z9km;;*lH^O6I7Wr;J@zRhf6#Mx$4gfoG%en(Gm1S-`VqD&O^DTaS)ZX4 zL@}?Lj~Tt1_L(5}oT;J*-eIJr|vj3yu0Niu59Wr!h=WD&iBG^Cgh?DLR)2 z%p8elqXluAK1cKjK@Q2C$(#e6{hbG$`<)M+_nc3ikDOHFl;wz5~AGzO=q6-dSGN>-0|YO!cJnr1o5i zy%xKKm`p5;T@-sE_EKy*Pg>7r&n8bxZ!2#_Ulm__e+U1Oz@b1%(A`JghXZsROQ=Fq zV99#0d*ll#5OO>8UTCTC(&0TLx<%BCtP%Mr@_A%pcPe+7JHq`>!hXo?PB&?^5qFZ+c%k-*Mj&UrT>8Ead_Jg1~}6 z)?gM^=)RzMH{{Hm1XPMXIB8FVye!i}SCY-v_e--fbMUzaLX&KtM3jOx@^ZG%QPel7 zDdHoaN4^{G=pf>TR$vnSY?^;S zL;xpQLUz5B_%_5Z6M;KUzV`;s`YIu3LG7SoY^5*Sj%v4$(*w>CF9@9h3h|BACk7DH zh}oPwGmeTYvkj%tyW_K;zC+_Xh1R#0nC_SaF7Hbh-V%nl3~r-@^c)ZAgBP;D)}cF& z7k8hGJkI`ll79OI3Rfz+^j>7=Ef^3v9dJL7sxX-4ymC%yL|%TTo{YlV;U*X7f*&+4 zk=EYXfxJ2F^f|rGT&}-e^<1@GU0vN=gIvR0BVA)%qg~_pcZ_R*Yq+bUtEa1)tBxx@ z@y_|0?3(M$;mq#bq3?jjN~-q<;~b`cdPA)Yz$M7ps?eRbNAxj#;pyOs;O4-(znzT^Zie{n6xp|i6XIuV{>`__H^-f z@V@rF^vw^<3-ky34MG2tIf#R3{#W&D`YG2b*Vxc8q5iNySn`OJ5li0CxD2mTXLo4tAr02Aj zl~mmX_|_(IW?UR@&vD>rxt`5l_Uo2(R`KZ8PQyKRr;>%kwJhdDo_J_zL+Qew2HyoM z1ZxG42F?Y_2C4*J```PQ`&aur`+NE;_^bHy`}6vX`wP(BH23fHZ}q1OqzoJj>hH$o*1F!g=BoS=B!WUg{J(Un@=3eB(?(UR!G*ArpX zPogm=Wqxx8{ce01-=*|cN%7o!Oj8oEiBl9f%|=UlnrZcb0eNqZdrV_ipPCLHMooopg==akj!^e1(^p zAlk+&GZmG&3#@l}d<4mYp}`OShyKI9&AtWX#&pj}&-U2$u?l0(3uETQbc|^e(>+a(o;_l@hB@v;#~}E^Ctzst3_gTu6+J`FtK36}Rfdl1 zEUP6yD%yNloiD-IVC7(g;GV$oK-NH>z;6Eme^q}ie}LZpjPHVPB{9c0-M7lO$ajOU z)BBVASNP}oO9b);yn*k5vv8&|uU#KbDH8T!KYDQ`F!v?=hDE{a%h-Ega4v=62v>gb zQ9S>n@TFv@W4lWSHW?gL7kr)*?#d10@R1(%2n@BHbX5c|$v38oHgY0YA2jR+_(_Y9{4SHbFW_P!?2N2t zCe)2q{N@fbf?Z-Xy>KjQP)8VOIej}9>gEKp;vqd}9#ql=Od&b&bBL$u8p@oU^H-fy zpW2}cw1(}h!u-SEh!vsQGhBfuSy9{gxpnkOYw42Kq35k87T~WPt+oTnmcq}P5^P|B z$lt?#T;~juEwEQZ+0!b)6()xl_1R}&_(6PsQS&QOq2|*8{8r?Y!j*7Y@0jXHho7S! zuE4QO_8p-ELkQAp(YQ?;V{66sigm_jj{Ov)#~Ly5VoSwVi`^Z2Ft&lGfv12shqs}x zg71KTmA`thU@!@6eH3a)I%;xJcK9mJqR#Rm#Y57Dr4G9memA@zy;OboKzEv`@=?>H zc1F#K+8dQCs(Mr}_at|x$o`RkN92mQ7Iq`7OK7*y6d@@>{y4umeQ@Jgd?hq4*48ZJkfSJenWShj((7UGd9Mfn7xAY&mSxg?%f

p#6C8%CmeXmMkCWQkBO&%#(tXZ?3% zb(croNW%#^vG7zkVN!R&%&sAaci^S^7v3n8m0!**LWSyy7P0_lYnyr4J_%tbcz-=J zPYdagC)$q0zSN`EG`M?JzxiBILAAeI+r+?J2&v}W>|rZ&N+NFjPF-<)^h&Qe{m*aH~liKSP)(+8GAt< z&Ksx=8#xRvb_aao8}mOrZeeCEYWir<-~Pbbz#mpaH9Cr8zHPp;zG&Yg?|7Cxa)#lfzTi)7f*-^UTxDJIC9~H_A8Fzrp`5U<7&?ql~05 zSg*n0SI~g2piMq=es%r|F+#qCeGA(bu|DE2n#iyyzk702|ES4PeWH>?8SX0XT<$`V z$s=RJ?}g6~>lc=R`mxuw&{fM>#Hs5+?KKXA-@Ix?@a*hHm#9fEN@p+!k54Vu zs!B&Cb)z}lkxZkm#XVGnsiKSM0ach2IvkuGOdR|f=ozRPxbENUFYV9nzeeR4#^Z0~ z>)>nS>+758TjTrJ_tBTrU!K~r$DfJXaWZfv&;zWTn=Z(O?);vULr%fjO~7+6YU5S7 z%<{Og7b|-?wc;i3?nl`D%jibq==f79t8vn2gasBans|9-KKlV``94tkR8*k4a1bsO z)t#*R`tVyJ9GGyQEV)j6K;=klEUyv;D2DXH5ta2F+{2Re(7a}{-S9k=uF=&`VZ zS#hq`S57Es-IsdREPQ?Dy51H)yMR!$ZMrT=PZu?fy znckVfsXLv{XLL||U~`AU1wmG@oq9`UyKR`VwG`aF+3Cp~*SOFhfMy^AUnRVS*syNx?vWX{NY;g`ajhgA%F9`aAf09OT9E-FVn zo=tkq&zTiP)x)STX_-ozPVXAv`E+A%enFqm3NPbtJS!`4CADC$%*?*|6-{dgInfgB z*9iWC_Zc4y3q}N|1!e~lfFm~hkNE5OyZGb#bNavfT>jUvrXF9U|8IXm{}BHm{|o50J8nVp5{nzA?py5hX2-@#$H7A<2C{8b%(G8%tLJWjm&jgs+5dx`({4!*^!IC?KJ z6L=a8a3>n$B(kg$_2-A0UYkTm7!R#)I(vkHTHIFjeq3`ty3m~H6ixB>Pex}t%HA5o zK3O~vKQI>#Du({MrLPcqbHH29Tf%$IbIa3>Dw2uHp?GpqM~ZuDcm{dSdOmu3c;|a- z`uh92_$T{M2kr;z;rdC(YRF2>YJ>W75dO^>k|-o+Sjn)+h-48{BBw{rc29Gsj7kud zFDgsaTlZaeWp}i@Yh=yHMiC_&65^$Q%z4!s<@yxbSmklMmI);5Z zBNHdL>01Y~bA`a!j78u0Krd4c57#=Fo&-2j7ow|W16!TJS>KEBpmU)RC=sAr+$A5594Tk%bE3syRsi_9{Qk^;8tf(e(rIM+55;LNWoCK|R#L1VD z`C-#cWqkz=yf$6dBUb)3^dLELa4!5o2Xwd+)DStlGasJXCa7~u>7;(6%e6vDyoBQ* z74@e9J!K#C)qdn*Q&{61pe_%r)-^EE0XTs@cs@>2pSytVDgf@-X%e4J*U zf^(h}^#=<02l|AUI1QhmAUsA>c*r>yx47Tq)R;ABgCo%h8!+3EMfnYvb_J}n4P>^A z+ge<$r*Zgr93{~eW}`#@q^5}P>M*RVoNeBfEIWiZ%HXuO(t0V*cAKK#)$i#Us1-fo zFSk24IUhK$I=}Goz4M0iI$X{M=M*^Mdd^~SINIP=n5UxWzu1?t^I})V_KzJJ zJAjY#V`s(Qj=dZkO;2^ev)a?qTf zLtP(20wD*(u7p*OXce&}a&zPi_Y!yVsEkpCsTg0~f86EV)!a2An?|ONh>o}t_B^aZ z=%~<;kjx>coX?#LsD+boEH9zDUPhmc&vdJtE_D}2Pi@}ix0W+*0hqQG-E=8tqH>`k zq(SR)aMtT3PM+xl?oj9+$D%cRgD#^l%7KqcuplrCo~m%b^ndqXM0Z=|pXQ(BAK;%r z#aQQG>HkPH4KxpY4g3f!L{F%Ux5;Ce#(Z{gIeTpgTFhnqgQ3)fqH!hu&l}$qWw5+G z?as1J)F=v90YNWoUGDXC_e3B{s-Ic@~KR?oklzJu=g1ZOB7QqFN;#{beRKzr&p?gbNIvXyPIvBhj&&}E^X*8F70>wy zUsikF;+|^2b&dl)?EvLGp#I6V?rY-kn}Iv&JX+ds-si-)4zj_|M+dS6im`h(_to*O z^v>mIwBMewp1x#&+w%fNV=ubK{Mg~KGs%&CtA`RA~Y zR_47Xltx;E^{85{t?nI@EDjQYO z-NKzNvP9&|a8LN0uvKBDLd%E#as753b{-%%=1?bQYWvmQYApLm1777T>@c-CL*Wf% z%y_ixT=3^FahNQ#&cJVuf|1E*ZD+j{0-LBhfWI4NW9DUrZR(3n|hL$ zJj)9Xsm#ZY^s}SrCFg?OSK}5uz)w9VdvY<0u@yI04RThlSG1dx*UGX^x5Kf1<($q4 z&}eeJu{m%7);52rMb36h0w#IPM4+5;F$1o+ACqV8QRLgud-tHHn}Q$V z7+A%n_#M5-(~rs{eh)peN3qoaok} ztXdsKB|Q$WMy?{RnW6ncSBB3BZyDJ*a+`aXyI0hRs0~raqnbtyj@szH;NBj2IdW>m zrijMj1H&_hl@0qD5*d1mXFH$V7>G}y4-Vs*T+QJ&sI55Y?izdE0Psc@l=i#$ZwG-X zqsWlu@NcPLMCUQ1qtk~B1b@D=x!d}|ZGruPgt#-N`p5a*e$%(!H=CWHlrM!ZgiDTm z@rL+*cypnC4)b;M{icJO>mTc{5hxQ#26F$7uk|DtU=-)yWM&`UOYfcy$J8|3DUZ<8 z6EH`T7rj3(JyaC>{}oPt=!Vb6f&XkNC$m%}BjT~P17=z;a6?hf{aVQm{(-$F6D(6}<`Y(s6Hj4gladYP z$caW^-kKnU>{=ntZ!*CF2bt6BjMqH5dX}AkGAcw9X8H;;2_yI~DNgPrRFcG;E)fs) zHC*|G#{S8XNcrJNPY0hD9kMJxSqE=IV|u1~Jcf$gO4?VSX^5scl#|Bxp~3}~@?_s; zaI%Zp@#f6sZD-Qe&pEeMU|<)q9^S!S7Q&4((K(wA>R*l+R$Xa{Xjg7-(XNzy?r{d3 zr<`Y;gXpLd(@!m9k5%=bJhKAYAo6!jFKztA~9Kc^fj-HPcnWS+9*8Mcq5-+YM{$^)*KC``3TZ-zLx^5P;WS9-JO514em`W-tV- zEN9maKo@$(Tt+mgwk4cj8)jLG;ko|B~1AR_y&~*-0cmX`$&0$w(!M2`; zgMG<-#7i`~lk`Nh=+C+^7uyW>pgmI-W0`D{a||Eikom)^{>4e5|G}GVrwUAhq3X(g zHewp7CY7QNd~H)cYsFt`$r)8G`9E^D)dF(t3HM(L-s>%Qx}}k z3B1t*r+G*A_vU0*ZE8h%uxvqUP-cGrFZSeb%yAq=&lm*Gkn=&mGA(|pBH-imt zptZ&45%i>1JZ7e@KKF1JUaB#A;uCOkE2fg3>6`TWsCh@7vz#HWZ_XmF0{z<+l|J%<$>wl&#Yeuay<-l%{nS$9%|(Q=D>5& z?=4}LL9U0GooW9{sI^tupM&c~nm>{3As?tv%g64?K506TKt6UEw=N=R*4WEX<4EgTYu!=Qs{m zaW_{hSEbNup@Fc_@GcQUBL+uKiA?SO+uhRL++6{__F3f7$ik5cB3nn4jc5^GB|Lvv z&af{bF(C_GTU}M1Ey<7UdR}y&v2Yn-OeG$Kqv}jItAW>sgPs1vEuE5Q)rs!^DidpR z(q*h+a5DcU{6*Ek-FJg&P&PUQ1_U<3*9PFChWIA>a`_7S5`nza__Fwl`>Oj|`3CzY z`!@Ja`=0rd`}6tN`1gS|Is}TLiR7gp%fuRwfdiY4&-@*|TO#_XJTS&p*o)iYN0Ku? z=i4!zubShacgC%xkI7Hh^aH%{3N9%EM!7Yf$#dXiH=fOu_|4?x;9<26&+r$%Jhk=14lTXSC#2 zi(XF7Xjw^Lmm2=;E@uR9$B8i>myw*HxfuoRsrJJ@q2m$0KRK`C4&J91D9+!xw#7Si z=bfC8RvP7dGoA_qWYCn}=plJE6VKHMoCu4l+h?dk@5r(kPT_ga^v_9VC#Ntw(*pjX zDxS^yOvdy@^H~DoKTTe~Vt@OELh7OJtF|vCH|OblKHo4}zw(;3g_TT=ley$R(k}kh9#<|V8+F8R{%J~|- zqbJkjpJArt^n?{m8(xKfdci!8Tm}9PGXwvC*tQC?!|}5PJ@_C09sd(L>Uh4azBcUt zcRfEmJw1~>c|FxU>EW7+c^Y~KdZyDU-SuR~L$uht!JC;B{Z zqyF`%ese(@Q^4Ev{TKM2I}i>68A_e70@JAz$(aILfV)Y~zNr9Wo=V8I&)j(MYY?Mh zL>Ji;Tm50*a#^?VXVhiB?j`-{Je=i&@TJV+JhofRa;HR2-)$=RB%=mVj8kO z+-$x7N77k9GICq4K{Xw-TE5X-Qug*Ep{h%cl=Fku@M6U3j+fKMP9qHun@3| ziF@xbe7`f_a~=?o7>0As-g~XJ*QTSkKJQl~a*F=ddH6&s?v3<(wSxIc1z!yz=UEKD zvXB}$6cu?8HL~#5ZbFv5ggEg5Q_DKwKvU>_TTA!$V)|7>i2}7zm6t@bA^sglgg7H= zJ-h%5Qg;-@CG!_-^&XrCn!-f`~V8U5zs_lcE5Iy))AKhf#Hr)|U$rVti z(hk{29)^+1_1i^{_MM<(4J-UOuteYm5tWffC zc()}=PUig10ofCGRUvel=hXzY4Y|TQa)o!D`?Gov&2q77M?c{+1j zrkwdMv$w6C?WOIJZ5rHoZM1hqxL>Q0k4#opC~4|nbvl3RiriCKFsWa0zWM@^mMSGl zR}F^@!%baHm(9`UBbJSpl2$9xp^){RZy%haV>4x-* z-~BOa`wZ^00F8~_mmd5UPf(C|^_+F#xw;yT?F0QF&EN;(xJTQ;3IB9e$=c#dhV`20 zidXG0^TX6gkE+N+?bL@Zyd<To}>bLrZ+f!EFm|^M`f^t9hZzYN=!{{&0QSE^SK^RpY7D%OF?AYvOaV7Pv-N? z;6h29lgs2&pNSN;*|DqPGwz~yeZ}X*(EHbov;95G=w1&8)0+&aJtwC(`IOLrOeJIL zO0Hy}yJ-h!tP;K;k5Jj}#lJ9Gy{M+a>oub%@Cf%nE;2PSN#h+%wphFY%nsOLugBjo{a&p!Lv^ zH$|f19?t#LkH5ei*vzwNJ$~SnV*;yH$*!)T=pF(p;)V0w9`udfhz|kGwbP+yc5p8X zr@9X)l%Jwoen<}dnb#HYs@RD>r9S7yL5_BXT6jL(MLGH@j?jzbtINeX7zUGl4i%wA zYA+3zc1h=@PYf#c)0frf&UGk^Q@iGN;S0PGk-U2 zHcm16865hp)DvxW!Me&gsI*0&yovkDiwbWd%IFj#bVJr=cAyQmU^tq07YJr7OzsNU zt>NsTy5!iuVWyYT1>}WFZ=^b3O;)}ueU)*F20rFL`H6f)J_aVcS>7VAlsC!CL1fnw z_4b3-zL0~#Z67P~N|-uC4WL8l4!Yz}aX$45x8rR z?qNi`ov?Gy`F#}dWgB@>BK5^wkmj0XQ!ex)?};TDpjB3C>BiI)6X3r$@OM4L*TnNR zX;~&Rsg6|F=iH^}Te-*%Yz4P{jC>{4b2}T+%za0Pe2u=~eRO;sA(Ke;s)2&(AoqJ7 zBEleY)a6v)OUPu#G265+yxS1Y%2JOnR6P3EPx#W>IX7vz2^^!Y=;o7+-&l5K zgI3l`uI{Gl{y~-`rt@wln;Jk*KvOuAU|uhSQT$1~m_@BvjQsvO`zD0`zC?ObD}cqW zgq?7J!A{i8Wz0)1vZO;&0TkC$^o#YI^*i;`^i%bP^!fE`rEn<|{&=`<0;s1^cOO5I z%XB+k;Y8g;Q5BCucLy4fKJeWJZ7LnLo9Q_32*#F!NB;;`W(D!BEa!PIXuxl}Bbby; z-%tiw@=1`3g{b|9aOV#pmskcu^T6@W5#(s(h(n3pm1VXY?eA=_Y{|C!HoNVMt*O1b zJ%MvF&oRO=8P;zP8eJ`{z;-Zr(J%2Y*-m%Rys_|*i^%`x8fF<yOx;Z-jD?K<=^yIHq9rbfHZle9<+e~Gqy22cT_p4e zV)jM=J-KOUuy@l3(E*K~4SlQdSrBs}GvShjXL5ex;c~jZiil3eoC5&JR)WXbZt(2XlTJ;FhU#zoVOLF?W7t9>+IwC^3OA84Okrs?-)N zbvfD6QMynLWL@y|JJsWq$mD9bP}!a(tGdH!^2*90uWC%CKbc6d#=~sS=CenFG7aTy zEv7yf-s|l^a)qala1?Sd4Pz)sXdHVo3x=T)aUz`B(u*2+5&VDw6~P3wbYgnNQFKEy zV3$k4om~KN9Rk8yoxbfrdQ{8vZ&lQG0sO1d6Lbk&S9m*%J{L23Q6v4IC1F5Xqx}$i zykT%;?coS>qYJ!F1u+f;R``MGaKUpi;lbk3%h#csY$}TP%hVKBa=8&?0MESp!Wt^z zV3ByOb;d6w8)hOxw?mg-Dv6$axpY#xCq0vF(nrZh|5|cM{}CfjNpDdM-9Ul96*YQy z>50xu8ciqFZ>>=`1g*$@xbB*$A9s)o`uKbY!EE7uf|}VhHVM_&#jkFD-7h@Ex-hO&B{O$GaSL~_w zy^d>+OU@@wvrdYdhZ5%t-;n< zaM=UaJ=SW}6hkcoEq%;g%_U8RP4^6mhSB=L`kazRx(SE3lHSJ=AR0qqiI$_Vct{sQ zZE(&Dcvkgc&*!CHO(9b_j_P4Gdw(KJ%#tV$Z}OC$oylbL!X03_x*X+44t1NdUumgy zAzBnwGG#C2i)@pB$`05It&)%5qps3QnaZ8;NXbxI6aOBfIUGR#^@aT@Jji4CNv~l6 zesP04>9$bloXX@S1HahEt1+>)8t5^C*h#(5K6(_ zFn1BUB`_3=VDDz}-caI3V_kEdl^R1tj=A(wm4>ZIM7ur&XHXfxwOK^OFSv@ffOA}l z3SLa*yUcC24?ok<%vmU+=2I_|Yxj4KaOQQCaQv|;Xw5aYR+-H+6aOasUHEs&-`Ttz z|9jxA|03J zQ9rdMx2(rsp*!beH(G+++)4Y%2HFsXe~~Qq!naE{qXM) zt~V*fmX(~JTJ%GuQ%OYQh`v%?f>LK0z9G?c0lrrYx&l$}jEAwf29HJYcp1gxZTRP>s4pH-Ghai=aRkI0P5nKEY^o~$AU{xkob-->ffx!OQH?$z z+2d0&28DYqda4T1PhXn9VQ=!NSo*3eF)JmG8l?kuehPgZVpiD`^nGs(%sWFmdZ#|>DO6B{xnlsCN-iT>AmhR|2v;9aI5YRIPL(rzruL1JwgpN z1=YO5_w53{zYIQqKiHY@-1|lrTnr|u5BKSA+`Q7&H)!fP} zdg`(K&dbn1o~C2uz4Q|E*xv@1>9gsgCE8Nnw}5YDzv6yzensH=lIxHxxt06e_6`xa={Ds)wo zz+M*<^Mo&v?>q>evOM?N;)t$0mGwKA?;&8XcIxS! z_@wtIBGh2-=R1edc^`)InM2FRYdWVm_d1IcN4%BFAho5K zljjec_rtZEy_kdVKam>aJWKeZRHnZ>lpd+MaP3oZk!XQ>?(V1$<)w~(Qv#&&5?nU<2fBi`(W%s=$-xz-nxxEX(Tu9B$S#l z#107;kRH_LD^Yx`XU~m5F95>&Wi z4)uIECoSmJNutw4IN&O%`Cg!V9Z5&|dsw^{aM`=bnB2PGx;}KP9+!4V8T7unBqzF$ z&u|t;`Dn28j85_XO9=7tf3bx9&(zc$q z_O@s++v2czS3#t?8jlf9)m>W}?-@ZQ6*1DjC57h_jyBIqd{mlia zE!J70tWnnXzHNQyq4{Xx+rT%{x(&U@KFe5oz!jrx9BAloI3vYKR-Icr3$!4g;70Li zFyr7q77q|3P9?X%L?iHJn?lz@ClrEZL0!DKPgCITgm&U2xAq1wsX^d8`Or=rLK#sE zubBm$)eQ2YVdyw~IUA|+E%}T54jeX+STav}r+mg|qbu{iuAz^uf=A|FS2=3r-5^7` z&}Piw=RG9mno*YsUo3zA{m%RQ!C9N5=eWmx-I1*4856%o!%-BbJM|lP%q#fARGw=$ zvtdesi-k}{EW~T@G%AfWm(x|0N?i0+h-pfP=)H*MCvId-AP;OoZQ&1p@yC@v>m%6O zSMWZhc_<%qP@9woacfIw`2^I2`{4J!W!0cpaR+FxKfXg7(UF_bKaC@YkEiZ+pbYe9 zf0jhcR}QU3RbJ|&=DNb9fjN6|D{cT9H%hT=Ze#0B14 zNTpFrmr8cE8|;3pcAWNKRvr8Z1DS;^oT*abB`)%vR^Y`DOt*y>^~!Flpi1`{&f+`6|mVP`KI$L_hLn7827&3QN(eHn6SdW!9E z#!bdlQ@ZK9`Hy+G<&ed0@v{E5WKw0UvAi>8b;|y>6^mhSB8(N zgHmz?ciDOLIRd*|%U_5NS!$zgRBn~LPT`Kzha0&d-fiFA+U&bvFNe@JjG?$cyl=qNH{huCiaKj&tKl+l+i)c*d^adu)J-TTge9z?4>aaHTDrzC+yq7l|ZEpi+sveS)*H zfRoXTXE>Xz>?Vq*NLMVl^L<`tajI&PM+uxaj?eXh(G2EWu{LHLt3;Pe#*i!#Ao>v{1< zDOI1?F_j*TTj&#-7%uxQ;A|DGx<1-94dJ}yVC+Rji54U}Qd~6OMYs;Q5 zfS>s+vQp}pu`rL9G)ohSuq(|N#D4bbr=X4@nIH+h?L@(=2Z z2$*IA7}X4J(eLcY?qCY%aJ9^hrez|$MJl}ZWO%!(+Oz_fE zaKU5Q{dLJfDuMC0La!v|86V)|SHYs<=pkA~U0D|oPH~ocpbK$$xv8fw!iz*ub%vvw z-OSmGL?wHSTIDnhR~!zwcf2&@7d`okM`Ze=>18Se&UK#|Fv7h#H(f{Dz-O(JNg9SS zHVS=g0;ud|>6)}gT8j!QNV=lC0ejs@cZxG4V$4I%%v6x)ieP77K?4rKweWS*}>p%x}$4>G?ipj4{r_H>8EWoj!+D zfEvQ4O`$LA4}Y18Jj-jrKZ^*u{Ti`@#eAgwtf8z1L@42PHh`|t zQ{3)>biOL!j~fH%wme=cVDM8YqM$u$+Y@x)w@EbhK3r~xz38a3jM9tkro zRvYr6(qvM8L|+s8!=F`^I=r>VjUX7jvL!tdwY;maMCP=P8rut|ZWX&e0CYBrJDDOt zTMlll1US(TyqATCcmsI2RIr|nM1Z!OHj+K^v7i9{PfpPGASclpDYwV~oa zNFP!;6ndh=qbK#rSJp)C^52?2ni1UYFY)4R%zod(dWo-;LuaQG`nxWU+Itk;M+UgN z2$;HRoQ0Pty0*d7jU@;B7p|@WI%xy`te7m2c|S*sxjS=VR)lY(La_RQZqe)vzLi7ZM8RW zQ5=feQFv2a0sCmrIz?5M%{|nTwH@VK4zQ{HWcXcJ6lCu0XYXf$?Y1GB z%%XQ`5fyk}miQZ7gO{Gk`v1ACEpY$|;j4zh)Q6!2AJ4}-6U_s&eo(Jm1l8Kg9VC3v zBk-#|1E!J8-%wN=mC!AUIJQ4)ujkx$;W3JNHXZPqy^9}Q1KbTFxKqBsZC6426o!+H zn3-1x?NS0PMNf3&!WXc;wmk^o8nX4h#mp+-4JziSAXwJ$53j;F^g5y!>c++>!R?N=IPb`&nC39uHzuWAQ1d`>!@ z7J~QwL1ERO>i8}hRReOSBRDzd#4%|IOvD~Ee^*h6-_#|7L0yEih^7YLg&t%d@1LjY zc);0t#q0ZgB$BSA?z*q&&d0EXpR<@{76EVn5j?seZX}J+N_3*Tu_rD7y@~2wVVat% zja5-=3dH`256S2m3F@k%R#g`&3qWP_D!-|NvSlAmaapCA z(wx3L`X^xVo}wGy%38=ez(UxoL@3*pR>YSdIEGK-j()=mWN&sShgm>`hz6~_4<7u5 znDmX;x6obAApVQ`J>23)Y8x-GVGVeL z9gguQOryXaYOsVK8@AN$xu9adSLb@2}E z)LGU%y0mLiXMaF>wGrKvaMEs1^yy9JJD)t}6e_}0mX%7p3RzqyaIX2(8A+_l=%dB_ zupnxK1k@YNz+m^m;=N|iXXrk|T0DTY+k`r(tu6~~h{&D7IJph*e%2Ak67ZuHe0@3m z)1QH?EhjFtVTn$w-yp$>)HUl^&54X+#%T+p*eY}${+M2P#*M`TNX!F?!`rtAaeFta_#oCB@?zmFSR2LXCsfPfEO8Hh zK>IO``kMwpcPJUfX{uF`*95>aw^Q4ZC(c%`%h#zR%D~T@c8;UBqMx(Ba~|ui^NzDF zTEWY#4%Flyl=sS1`dWo^{sDTxTaiPhvlftl`qG~&X0Hi9&iAmBY*!|+J*v8JjKqU^rkkyg18_7xs^T>!c}!=Tks1UuA1^i}r9kNE_snTE-h9f&pSSP%G` zTp$mF+(YTBz3r}t=KVO1^##20gG)`sx8Ri5JC=?*xD2a3XjB-;{Z^2u6YzECS;tws zL6_FEHuFE?Udo_bsUk{{F#M&C`<%ej_8FCHvIj$2z-?cPnnj$0m0(znsIJ9q(5Gn3 z&$C3nB)m{|5VQ8P;;1Y>@EFRF(S@@|OTZ%}QKL+wXRavO*-^YbisI5Nd@CcUF3zBo zy}?RiT_I`+Z`|qhr#8e7SGb+W5LX12TZN1&i!ARR)yXDYaodqWeI&Q*h5lFYBMWBU_(3pl>}tm)1$XKT5o+?xHfNL`^~O6l5$w!brRvj~XMAAI0$>u%|`>Nn}z zfy+KLC7beF3R?7-lK#)S*t*NQlhe@2dc<afDX=e0aNxo7FgYooNsfAkBv(+0ZFyHaU4!Xc^~dciHYYpU`@WdfbsKa^o; zZJ(m0Y=Gx-BzrC+KUOdrjv#pG5FGcnkmtBv zKAt%fqK;^W;(I2!S2%d?I@S`_3_daih3z!f9F*zvID3<+!Mjnx2QpVi{H(*omuajH zps|(7mi$q8iTSS3<>;i`#3Nr2+!{p5sbFHSvigAn{DDPTPKDt|E;9*+AewcSwU2st zA$<`eScBp6rov}zBfGlDF1>@p&oyw|?Yut>7r;8`lFOjfXu?{|%3yUx1$coo~fPTNSOX0Z)XV zoU#nM#%aZk4aC3yo~ zecfv~4UyM1WclIS`IX%67P-a_5UQbI{Gygfq1$i|KYtop$3d)K)G?jF8XC}}>rV`M zh8AlQdf*@An8Me71H98s^bF~!E`$BHaR1It4W&*r+QEO=E_vy{vh{c^R9~J8YG)5}(Q|2%o-W$Sd zCb2O?PRA3clYG^A-Px9&BbP(L4e*lXG1~TV4-mUon}b zIa;S=Fz&HrGcwU&ES1G2yz$?%o}x5Agaf;n(^;Il`X#+|+o`ula^JTEjjG0~&My9! zwSpe4x9sHRV5;J4vhYW(!mI!>>$x}!Nk8>L60RL5=~9XVf&S9ofw}SeIb3hruW0XU{%D6S4^&co4Zz5X+z3T<0y(NvETFFTrW) z#{X_*cfIiBMde@ziZWyDHyZIHtiCMaoBaUI++I%SYUaVMWkvD!O{$E)UVpr*Qu)s% zmwQjQM=vxW-{7S;QA2m2-qGPt8%-5aonE|+=mGCZ_vvJQ0UC8xTE|DaN|lsO|x$H-Qau8H{Lf4 z|FrAY1ZyIF+Z)Uq%ymq4Ojiuo4R!SO_2m$z+Z(NlAE-Cy~>9=J!)UU(%R`w2>)G61-n)I;SV0PmN?go$yl(QM;*cl(&kg zH|n8z61B!Nyhs0&6TxItioXw zoCmz$g$~Q72CYr|rnyTL^YLgWCHV z>mY2P(1}do4sK6xQ)zy>$k~2!hyCRHYGHoI4cs)P~pQA{Yf9n7A=;bJv;r zqSr}yqBQ}%ne3@8u8}+4pyJ+32Gs{18;dgVftB!g0r1#&i4HrMI=P-XFj1a);I}=M z`yJSg^B!;AE_5{M@vu5Zd}{&1e4Q$z5X?#|FflP3vNT;@U%~YE(Zw=Y8K?++raoRc z!|@Zm%$~1}qd^i3#aP>T819OoPa2z^*9~yrJPmI#iB7#Kj>(Q=&ckSEP0A8=sah01 zIhi?RB4p}IrkDGI<$@)~eB3h`%2(wXHb&O<}PUlFPnvKrL*UU>C_q>P`{}RXkgTEZkD$e@m{7iJajvDMZx55dW z%^x@m!DfWhdr=kt+6jykg6MLiru#XFvQcbTV?dNG;JO!Bo+@NM0wgoDs*ETo< zTj{%wg_qj{6B6Qnj!LmzR_m;LAjWg)y&ugaGU4r?2w!LbzpaPfT-5O+cr*(+dGTNX zm8rWQaJtqrpQo>Qp70TjMDM4ibEPS`_gFX!QL}vk6AdQ+K2QH!PU`5|V4a0v&8{-B zu7Rem<`BF@DR`npkgIKI|3sy+9c}t{>heX@&cgRxcqpd9AKjx9_9f0!66{@5{!-Ie z;hc^|RN28S00Aof{h;f;P+e6-^$`FP(8OywIoc0UvN15`*=QH{knx0|bIpM-^CLXc zmZFXgkOJsP-GbWVJ#H{|Zrzut1UE{x;4OsSV-B-7YT*dwLWzEtwFmZl9IGn4uyA@_ z$5gR@sO1xhjsicvj9xbYs$?Wz0 z_QUjPo9t_F_HT#YqXO!WK=7%WwjkRWPReuJGuu@A40}gM562L^F^-|UE2b7!qp45D z1Y;wr`V8XWM_k3cYW!y0Xg5JnIb%Dzj^Vvm@+)r4n zXmmkAtZ???HS`s))R(GEEmajY)EfFh3bOB$oJr1boM=b!_(NE2@JQ>-zf(~_T|&=N zQLZds0k0jSj70@iitq4JT>x4nW}L1AANoa?XdQO)IBxfqD0dgJI)aM*;p0=lR>fS% zFs2ukM5~w!$DwBUpzMR!$WLW3i_>(DXpsOmdk{o*I`4O8bpVZ>$XCbmzuw?W_0b4+ z=6g0~nP3R75i91i`qB?I01S5-@#_{VH{MWvL5(BuQ@F!9kkMdO;Tf4uH~9jEK4PM zDVOZ@5YK|42v(XBlW*u%H2Vli3^S!s= zWcUfEH^IBtg!6BT3cD$BHwagZa{Sc_sX5ggib3&{bI2u}Wt|-yogLflJ8*{bv+uSY zLU_U#jmU zb(U&VO?AbC{Q_9q0Q}_3qZ@PkNE$I$b}TrE8?I;(t04E(eR6~-)^cVr^yeNj;+;GJ z7n&{9wc%ts^T1da!C%BGC+V~(p&8ru#^?$m`?K%Sw;DlT-%RT5u_(+Zc79aHuWRYdbv-XUD*yqCkk&vXduKJ9GyB zt3|h6ah~x4R1-yE`zp|rU4u%cCe=n|7}uhxbBx|9Ioeln!ZfCBd|~~jZupCX!B1X) z!dKxr=OBs5a*K|@Pt>>-=pz?Dw-j9PH5@kw;vZ-uSC{}_@|b85pestf(BCtaDP8wo zR|p5F+MJ4tQfX+kZ**C##lye2E*6%fleP`|4jsB(F($ zHM2Lc2lILgd_}zdyuFH}yyKxGiSw}A83+Fb<)QRuzS|q{^GWoA3BUF`K2LmBqe1B- z4U)_x4dI5J`i=Sx z(h6x2j??q;Mcj=i)GxYRCgHJC6ujUy%7v{|b}fh+Vt&aO&_*|NCwDW^s0(ffInl=@ za9{SL-hD={UX8qFI-b#2=uG z2gfZ2pRrz9r3By*a*=r20f*;A{Fp?~PhZx2*bCt;xC8Di5~L^+7GWc=C(&8jh+IcP z|N0b7)CF>>E96lb&5noti-GSxgc|A;%tj&@R|=KH zPgrp~ETHIk5-+MqC2=?~(UXyfKBHo2B&(t!@4)GqMV)<~$;ld&!`;w(97pXWp~UY5 zOR<{j;WB&l6B-L2GWy(}eO;UzC4lUwC?ClSBcx+Df5nC4D*iOf@TL{{wjM3jU2wnM z;26tr!dl^(mw15AjmPxY<$@U=KrVZZIw3#jYd$_~f4%z?B_4y?Hib_yx=v=A{~5n2q@Cu5{FmM)@(9+Tnj7lN-p0 zb`b%h!C_+9nrTiKHStUYKSo4|qR!YwwZ0X{y)~M-oQd&h zK?a~W?}%!!4yyB9XxATd$4(-qIqAO|3?^`vYRg6UU_JVL=YR}~I#QzdxF!8IiALE$lXbFDPNA545 z;*J%yXG!#WCE+s#-_Vxdyg3>`tHEptH?B3_G+jp%vfEtBQqt1a(#GP8rhK}2vU!_n zy=f_Dq?@6WAwXYTuaUeZy-u&I0k5;1-_Px%!Ao}um|AY1XsWtq)QB0}Lfh!17kZFF zIE25a_TI&8%XWA*y>h?czHRT`503gBUyV|%9%@f@J-a?dehoSsL|@_wXIJOH&cbNR zb2xQG%z}8BccVY)EWQoZL830n-IdPDAJ!Um13m{;s2$>5wZKF-Q7^y2u|S6g%D~H8 z-d@YcN^xf&flUxSL(jo^4=@Mp6d0BY-!PH>ZXY@(Hj#}9FU&dA*zur9AMj(z1W(f8 z`&?kYBw;S^j{#=@n-w8>f&U z@~)-ic4D^LaQdLcEVrqkQNOskyP`eX?Y#pPYXVr*8)^-kcVYbP>(Gzdg{os9e)~Ph zeX5|7%7BAd1G6W(_+4rI9^rg)v|>E&bFel|(6OJR4lTw_I*+LQ7PU=%)MgQIur7Sx``~qUhL|DIUC|Lm zL?kmGayoN6_d25JUJa#>yM?1RoJ9z3=8GMh=s`$xbf9Njb?TWu_CvO!z#BmYn9hEf z#^2A6p4>yksiyGuFTt2c=m+Xk4KED;m;z08&1FzQ-8JX67%XqhPtDDU7TxHps9-E- ze5?PUUj@?EM%PYPoLRL3FBG#x!infPxY3S)tM?}U7os2TI~~don89+5iFQ|beG?oi ziFKB>7~HZVy*J0HFN)BkG?yDX)%6m!U=`74I%1@m+W90V6cI?@`0?*=vKBc zoiH7@gbFALeF9GWEPMYbo@f!&;Y-QHW}-2l&K{h{ zPgqB8c8vdjLQjl~GgB0=SurKI7mD1uU|7dlKdAZZ!k=&8X8#N4(2m(hVuF1V4h6rp zY0SEmbk)d`I>TyDW7>#h@^cU`>J5Yk_~1AKo{w`23@IaV|nJ+nw&by!a%X zKvi3c96Su>eIJkJGKlbfbSN1-pSjs1A#{jE@Rxh9J|jEGuXcr#TQ1L%ucHz7 zPq!8GoJ4d{+w80CbL>;?W9_41_{P~c5+_nwqxhU!`2M$)L*#H&5)#g?YuO`ZxZ9FY zLx#baltl0TSocmhMZZw57`%;5O)X3{%>S4#n$MY^o9~&|m=~DsrVOSg`I{;lOT*=r zhoAUI-$iO8&7$k@Br#Iu8R|~NyFouyGc@}TQRh#>)2J*t>}TS`DPsL%ki-7qk9E)s zYKZu!P*FD}MjR)f5Z+@|;Rm|G0WVQks}JeWZm876qdXoB`Dhr4nsP4mv#Qg^`o$^N z;fYfVcjkq#dOzj)XbN+xR&_W1t^vfDHRzC1sVu~Fl@1_Jqd=qt4mE`eV-QPdrgFiv zWzffUA06L))_2ZHd2%N)1MDvPKQp<0X*4QD=_G>gpyEg-ZxU$hW%8zvxNnvq|Lc#g zb_rPPYS_IQRNNi;?4s`9CHp|C?%<>I89u`sokuBn+rfC3UuV_j zSrPgqQA5n-rWBm$Y0$jw+{#nHhdO&)E}OIS8`4A3g!-TbcXtD-hNAGmUtms;lYcD* z5uc65ZzDeccf1OdcTMyj?KuUH=ybi$S&HRUt!4iYBNjC0`;@02BNun$Pilq>WN&ln zE^5cBiu-77G)TkIpCnLIGzL4lMUQG5SiB3=6D8>tU(C7qKuu7eJZckO0Do9**zxP= z&AtI2ksl!n8-ldbb7(CHPp6A0T5Ym=hzupSyiJd6>jd++$+!lA*2BLUB&~Je~3O$49 zqo0lzV;Ah$K{QCwWcQcU`>I_rFkdoE(JOhBH_SYGDnFCou+s4)|3=LF#ZqKh7TT$< zN=M}!+QNEjCG`R9#UOgY-?Psf!op2O-4yOoac|(?wWz(9Q&rF5jEn?7Z3{wOf*ub$ z?D`Y(tVDF^$+#ovP&A49d>&|V49ICB=uwjAEC>zmDXNVdXqwa5^=4v6N%S72coBYs zuRS`F&HU8CeE(MPfvxG)8-$8{J@MvAmf#Bqxd&1)ZiTJ5;r_uY$X~iUE`s~W5xl4` z2C);baX8C7DHLpNBR_geGuL97|5K$d}JYz2os$2t1U^InmB zO7PhaVY3UP#%askicav?HQCEP9MtRFUGw?>X1E;q!Lz=Hkvk5DHwisrMNY~GYL*>v z=Yx4PP0=4U0hJxf;}SD3vFhe$&c?0EQ`H7q55zpvJX1}aM3pI!QVFCR(2bhKQ%kjrCz%kJA%l;R} zdOH<&Z+jK|ZUX76XvkV_UuZWu-1cjZSVs&Vl((o?4R8U&skuKF>o5o8wnTA`)2qqUt% zub$xaKB@22U0^*8*x3Tx$%B7j5AN^P+~}972)@H6=YTsaOgEI6CHRoLdns9e1A0-# z+&!bmg}JV0{z@Vlj_mefc9Tzb3a&XD(cU(J-`4V(e__k5d~Oh5*^_wDjh|8i_4!$N zzY0_;yXZTr2mhK6|I&Y0i_n(;qQ|N)y&R``Tt87PiaEqVXeP&jKHcDP)Ft=2j&@ae zLBzt_Wr77^vxmm}8+ZS8*tval`ENs~6vh9aCmP&=b$CS09q+Y;2r-1`wh=KWh+AIp zLp#uoI6-H-lZQp2DSX6T|AKXk8sZpLgqZua094STZ5qAYPne@Dv>!334JT7)=OR)pqaID8PO8UU5JAs} zAKji?=|rfIT_XD=J~D;DFb0BpFXowDjdR2r@Rr@UOFnVFa8_rw%Ncr)x;eViqi4qF z;6M8kIxPk;7i<_<)KU8xdsF6Fl%Y$hn`fTIMWrnmjo@3?h`wc_XihqXerkVeAHdFU zGi>Bclwl@usJW)4tYro>Cfjf>E}Ji#Rg>FP1btv_W00|np^G6*KS{qCw&pT=Ve$3V zsj)X|cH_TNPIC))iIqHaJ@K0=;S=DKLY=stthEKpLAHCCJEuRGh@P3_8*u{3##KYi z6Q9Z*z8ehlsd^VpR2lU!h-*(A49c+daFE~8)F!i%z@BcATfL^{oKD` zNmhe1x1g`1IQVSwtN^&fru-F$Q`;;90gLiz-i4kvA7`Tq3H1!ko6vNMZtF^)47&I?SKws1=;m~%y-BMDkC)H_d%Kl z+C%MSaAXcdJ=mSMr_3QR&cn(POSe)RnzFcn6x3*3%VL2SyQP!;!ObI{9u z)W@HxnTvDN_M%T)^j=g_Dk?9Sadwoo6LfaByo)Ksd+`)J!Wl`Bzq2avS*w^SmRt1) zLyA-TxrX3%W?~QS%@R7x~oxtk284@z5e_EmQMLMntI zWIBR#-%mC0i}+F#o_iSe^jyyr%4t*s{iv(!b0Ug^Gv%j3C=Eu~2sJ`5>ZnGjSd7^* zU%xVUFv9X60jjCG)z%3E0M(OFlM{$S|HLGJ&riMK@GGbX9Hno;A^b zmLl$#BBC_pjte6bxWdUR%&uL;`a^$gKRhLG;Ac~TbFqPn!;K3_Uz8tFC_o<4SMgT& z2LJvfbmkjzneB)Zjz#wfwqp-of|GG0X-OWXCm%b89=-;12zJ5iL-6oBcJn?%3@wOz z)dI9->7X5gTMDCQT#wW6e&*<1QqC)B@&}mRD)J6EiE2cScaGPN2gn+7MtJ~On z`KYPItokG5HbN)xp4{;p`_2xpAmYb&`Y-NNTOVRAW6h*0UqSm@nze{N zkr{9eU0J2Up}eTT?fCi#kLUWJuA@-`FJeBxR8|xA^jBDpMf7u&CQ^K(mP=#hVhVXL zG$;F5Z+IjM%!cT766YWlFE`P9Q5?@5q0RjSqt}txup2+2M2{N&DjhOAaVQzjq@4EP z6peTt%t;+XSKmsy19p&MY$TFQ!CSWjxkgp+y{g2QUUa}7VK#<8ZsW^P)PDD>O~pQv zvm*L4qF8sxi!cucYZCLlglB;tDus4*WDG@F+n;W^dSo>w%?F=1=*VwUZ70#8@t&H( zn+}5F?A)4sj!>Nhq1C9ydo{pX+oH!EkJHUgPk!_ryviFlSuF~3g+9Jt9*jl>eQ z+Sl3#_{)E%CtmO&d%{z0_8zN*erLGvzWlR9{v>oYfpojr_~WMrS@!A*M_Q}t#GCNpL7!! z{}bq=!lb_3sAhV*kLyC|&69N5)ZkIftZ$>0nP0q=?xZYKiT&ukI1P$sbsxvCDD9 zu>}5NgCo-M0)N_G&R))ZAe|Cw)Dq}O2EYf#f$diyi-={f_JK_)$_&3R;Auzn2lQ>o zkq()nOtI!8=HBf8O_mLo36{xl-rkn>=3w(k(gtt zc@Bd5ll&WUH!vTWaC^}4-eqYQD2Z>JYd@JJI7C4aB?~N z;fwRgmS7u)PO5?JA0~v=M<+GcmTi-5C(xp=<;1LaE@$3FwER&?RjRT3B4Dpdk|95U z9o+^tHlE(XT2giCq5hV>iZRgG*i@bB`-f?$xvzOXc~)QZaI?m2HHVp|nPQB`jOPro zhF$ut`YF;VsWY?B+G(3=CxI^{cFwtN<}HdziNx9Y?Ei;duP_u%}@ z@Ozy&GY8dJ{BcUTW`Rw;$KR z_;(79a{|2XBN#x@+cAq3gH|L7o&IA~9dF>d?05@SL@zK4Ui=mP5ka7=3#kuIP}5x_ z_ZM*^hN@ZI{b%|2As_w8^RLD8*vBUWbT$cJ&Nb8|thvyH`U`xB?x->9d8Uw_m;WcfcOGyC z;j|a$m`3$o-cbR3HizSf-OpjSmu5cLK-L4t6UP*CtPXG=?bu8GVb14K2_6z$E~ra> zT%ATyX}!XmZV1{x!Nn{DcY06%w%eF)ykk0RYJoOt0{&@zSb5FG%m+=EVEXEq1{v2F zSJ8*DUH?+QUHTyHrjz$98v8$*>RR0W@o6coIf4djEO$#;a;k^0sl%ujztJZ-6ny+m z_9<%O3fWKHhnbmD(S3^h)yyvH?Hc7eMg+(WcDo5bwPy6R767I4#dkC}vsDWzgV7WY z!mYVG%EI6VLiMQ~3iGz`bH2&RIYAt`LM`wEul)-2Ob!9hT}$849%k^ZquXdOOkM?YCs$T= zcUo3XB8V0S!^BA|2>x1{N~0A2=HN_x;|yM-ir9e*$r6E(Q%|g;x`+nmzJ`M8HrcB{ zs*i!9Z3dNFg0tHq5VNgBxf>|4e8AJ16Gi57XPl&C_BHIeh8(Q|x|v?o7aN&G_&Qrm zP@WIRa1zuuiTIJkopXh~9LEw^uBg{-=5vf!DLSD$xupqe+3tQ&N+BZ z49fC)0Y|P!ncITedLa=a);kBCasEE3{QJ?{2wG+JNvD5ROBEl4YvgpezNxrF^>8siaR^PgA`BY=Z4U+R1owmkv{Y;ls)lu66w4K z&}-b647W9zcsbV})xdO!Uv%qy19$Rre&Ku+bBqDAz0K^GHuQD>ppoo4ULj91KV_D& zRih*0f^D9Cu6+jD!@YRt{FPJW(cnNi&;q4`MZV{ja4;XiqVv&d_1^k;!(~GW@Y(|A zLgqu}qqwTQGbfm@nn#!inUhUV;lqoWIv86S`x`<~X9(K2L^Op}@kidujVa@R)`7cw2Uzt_oQ*rG zt#RUfp^OKgZHUi*MW$ht<6Kn2y@%bJ z#jbLJY<3}&m_vupLfk7S6Xgf-R!1_6TJ(GxeH!}2fqgbaWf2YoaSg>&I!Y>kl!L=j zrl-QKuZ8CrjBdCix||kx=+wcTrvmSlz^$hkI;~3d;SzMyb%woL2wrR=$n6ar)QV`!!1*mlBa*4@144C@^#R^5 zmC7Rye~?McnG8fT@*4M$BY1#p1i@VghPz7p1-lNO{PPHB`_??xKN*Fz?kxX4oMME1z<-Hp{ zNT9ul{Q;A@FTja^v%R(rws)`xpeYPQcQ=qO>4)6K15qU9qK^4Ue11Y7@Ka9vQ=;A_ z{S5sCVZHa91uiZER;eKT53HSs(jXNWLtX5PgK z$syg+<&?f@t1%a5ly)c2Ph&Dh3p%P_^mru`mxR`47}`kL+t+725&4yu3ubkoS2Wpz zmD*}Fzhx4*Q4zerhr1TL&Vo?~;(rs5Qfjrbl`@@Ee8LPYsC|13~|0p;}yy_Gty# z)ncCGC1_u_xX7`DpSW8-5aSMnu5nVTvf6X;rPzL$zOtLf9QI~<9i2gn@TV@}J0pd_i4+7SbIMtNz-H?dXf=4)n#~KOC^4DD&v}!Q<)*`TzMMM&TSp7@K zSABBSdT4gr(LFna|CvLDw+zH<7CxVS_^j$^=S^tmf1rWPaKDAm{O&FUC({C!U>wNT zR=%IW#@x)jXoBPWdh#|Wwa#dmw+v#*U~YofKIeQoaNnJ!>Mo!y%1yWewRxtt0yynl z{Bi!%6_AYR1?xzgak7k&I!KWy&c{iwb@`+T>@(qA+zGX947r!^-Uu{KhoRRSE=TVB~qT(1v9(M>|I5AiGCAEl{UABU|sw$j*JerFp zeD(!2lvO#&`@rb~_^nUSVcCgnLG&A3r?v|xml#Z?S-~?O_oQnYJ^vclefCsGGWi$m zwy{bM#ZS2fhbHC_O^0nBj=pLHz6rBIeGb4n|6m4cD4zQ{)z^xT>!w;GE7P?LRHi;U zXE!+7Q*@QlOg9*&U#7Pi${Xu5yS1Eo9?ZEB--Lqr*n6!M&+ZZRW1gIeKXmgJ5i zx(p}(5GN@KRmW&DF^%gNo+rcAT=c?jQu-;SnGE#+CzPG|c5a|rIfX(-mP42ubA>9U zmfD``1TQxfU@B(T>Kw* zeRR3=z#-nU8#|E`T*Kj@p!W-}W+=<6(UJ3sN@6_s_AhFSMbtTs`TLe;Pgmfj5uJn~ zoQ+;!89hL1#mi{=$oIpan!UbduSIcC2sPD4Gzed)Epqx~QE6+)h`vx)UxDk`O4Oe3 zi6b$fxtFK|FYuB59?jxNGOvzgD~&;=+VEKus9BEE1^%6UDgZX58NLYZVMOXsz2x#q zf)_anZ*q*f{Q?#I6FhEyQ5)#t8FSP1l#h%$FTGENc)JqSXGc)2Mf6DBK$B?2CA6z% zHM+z{%v>_yhfqc9MURr0%4ec(^`SfQkEX2l1wQMsczQ0Rl4%OMZ1c&l*-b{*1|J5| zzZH(&w*vfqED^6Hvm3^t>f8Vpxt+i2CUBVzXsr(_hdo-Oy7YEmWTsFrblO^{;y8_; z$Y@6&rt6g;y7)SpII7}rzShwYUZj|uPp-k<9}CiR9bc!4{0$Frmp9~j{p?dvvse2> z+f!OB{nh&$x*JCu$C}2N%A0eVm(#bj*4zWsDzEvWX}hVcNjCN}RyPhe1RHwk+w1E} zHKqL2TN1q}InY%#=ULguvsVd5>OMI8Y`EJ>OmlmSE5;UZxxQoqRr#H)?1G=D?f%1Q zK;-!KK(B7m8PO7MEXkFCLtuN{HtqP8|A+GUs_NystL6aBD(Fg83-eOUm7)HFQ_Vnd z+Y{9EMYz2;vy%lEF$ydx5*+*lb?$Ds>p4^sz1`EfnFSu(7M89JUOKI~r|Y5xDaJ{3 zgGhbkVk7tza-eH%RZoqGuV zj%V5XdA#mrkHm9jKia`7V1MU%y@P6FCam}nJ~oujy}2GW$pg^dubl1AR3Ay;UE%y+ zM>J3c;g}?D(_(yPD7D5}uVQ!%bcNLux~W-YS<|WMXR$V*#k$F!H-bxbplV!#?@kmM zz#05_{Px;{>#hft&49CL z#+;NLXwE;=?@>&bhwj#zywuW(9w*UXEjaQh*z%=())+o7m`;!Y`anKwRNQU%@tqoJ z(#S*Rlhu~^KbGzU%;xfa1Nf|G8B0oqLWCAeizQhqOVJO>mPAr1St?1gC1oeOl)Y4z zY!yP;3aLm`c8aW(eVsFNX8C`#^i>HZBx&C@Iw%KVlMVi&-pfq=LW+hfiTHz6O){htql?*qF zyc&5n`g*hkjr#DkL1}Z-W~Gfv8dBTcY^aYgK}mC54`iT z(B|Ao|8Ukj>!lBRg~w2R=6631(v6vwdu_sKalfWqIR(pnK=!f(-_aGLkeqWJ4ar;C z+x7RBrmY+%GF-#u`Fr)p2brBShlvA2)aax1!%r3mmt>CQps-$CxCu8tE#3qccb-SW zNc!`jSME8dVG=i}MfTuox{nDEC;O1{~Leq1u!6j|SwG37*JYv`0A-A~? zv-i6B-`jKQyTd1`Qoiwi2?k=I9OhAobXf>hNps37iwVt~@lLX__TKJ*Vg2MeZKh*< zAJ(w9b5vRPcbXX-8FH=*@~aavu3dVjHk-(?#hj&c9&asK^b$8kqpbzRYAJ+%WNa{v!+b4Ad zg<(Ig`Ylq=rrel1*U5MmMs+KW<5F@dKDLSSuD?{Ri*1s?6P%3+;n%|N z>Qw1YZ5%j7PFK&IN=i!ZK<9ZT@y4VvGRJ#q-nPR@x_TuGm<75?cfvTB{Bv@e+wHU8 zAg52#R;|DcT*=xdR|#eHf*YJve+*ZXw=}Qy0s5-yP^)`sbIa)ZyDl>Uo|S?_FJ(gO zQ=;gy%#!Mox#ksBR`q@bN4=SDss~hv!WRQ^4i{a~?(bj?aTY(IX_}y`xEDS7WALa7 zs)^F7iP|DdKiSlFr{*>q*)DnANv~47)Ro&Lse`vtLM`@x7ph!V=rCVRi#X5!=`Idm z3!R?oMBE~`UCjsOZFSL$Sq)X=kEy$#QKP>`1@ta#ZL)Lmg>$h}KVg3V;|Uq%9QDkF z?6%mIiB9$!=lXAvFJJEdoVxbI0Qbq)p1GqihE(UJnEb3HpSGg1i=qj4>5zEZfM5lx_qI;Wt0KoFO2nV=<|+Ja9;PT9 zi5>rq7w!$J$)?FuAWOg4w;B9r%g}iI5AM`mci$u~q07wx_=SRMw@PH2kG`az8Vs*$ z&bPb_UNC{H)Hwp(%gF^(qE15@I=t%qU29X`R+Ceep|Ob2-yZkf*Kk1}Zx3})>)(ch zKgPLzrnvNklUPvn3b>a(a>JWsR`bNu5+3_IGS;9c<~BTXU$c3BSM}XR>p3j`iav+c zG!|K0`|injiI3lm^hxQ*uKszoncDpHm5Wz4m`%Cs%D-1`yIL1pzW3^g^d-2D)v+DA z9%|98Z_kQnjo^&d!AQY|Dwzr*!Dn)+T%7zvxz$vz z9o+wKt6Rt9y>AacFXz5LL`^k~s;Udl;Td(-2-Wa$tD}f;$emq7#rL$_uwh>B$<@4^ zzp?X@Mp1Q&M(uCie|vKFLz2Fy=N(4BemftnrPPNtv;UA&4Kt6U4c%uwbB$|>jCJrc zk3p=SgI&Fq)y`=i!x?M4+_1O|p}RWr2k5aL9vH$q^1*3-pU*_X&-pBT?R5SQ?F~E= zAF~2~q8(z)B~c~E+<-WKJtH?n#ai04`y%deS3(Uu_zv2hmNe5#C_?roUC{e_(#PL; z)dx~0HsMo$o9V|<@&24zVz(&rt=nxn47H#5@tpY623!7uOl**-@}($rHnENv@{!Cc zAvvA5ZCg__SF0L|=%eif!TQWu`4ziyTo>&L9ksuRC?7&~8>PgkNoL5v9_8yCbT^4`mqd5WN%Kv< z&)kst5w3iqxG`TvaqQ~vS0CZCv;E3OQ;pv>*SPzYk9mvaY6F^nbxIzVI~5oBk9gA# z)BGRb*Rk@LT3+vCCW#ED!M`E3MCu2j>7lFP^l+)@t8(kt?9`0Mcb&}9>t?hdsPH^%dV_`|(&S90~_#rh&!cvRPLV%td{J<;>~ zpquIsUC&RcI}fVKUvVQB!j^xJQ|Mt8hW>n{EAIyR$3VN~s#)I?^f)~&hO|^qzlbG& zE8ZtQG(I5S!hr)~`M5r#ebzT_>Y1vPnRzV74>{N3_4=sE54ovt6VLC`Z*oCa z^R^YsNykX^bLz_B6GP&AA+<{xl}mBe`@j6DMpG3Q&0b|D&KuC&mtnY{m>HGq^?Mlt z@om6k=>plRzWE&6GM2vNeZ0tKe0p)%)w@=}OI;&g+$8r*<;-=0p5PDbubcxpQD>qt z#A%|vu?^OA*6(-)PJPCoC+K-E`lys!^)>4tZm)$Hu};1oaI>|n`c_q|Y~E=ICS5+_ zbPTi`f52j-QcIPmm#QdgHnsmO>Yx>l7rKs z*et#S{WH6`V|&CGiv5?po-Oda>)_q@LK)`r%PNHX=)_fST6lE$Bl@YX(QeW6(JRr4 zX;m;Gx2OFPJwUnpWOPYnUgS*pP`I@IsHZ~BLxIorbrhFVJO`EOGk5XY>P?YWNN3G7 zIb<>MV=6z2+r;`GF|z%khxf?_PUdF7Y2LRBuFvgm-~E8ID6IeJC3?gy`ZMa#7H&0T zrmNW)w_pbUsGPR4i|&=tA!bg}QvEzMu^e=6MO zc!bI@&+~YV;J&^KE*;EGe}kf=no2)Ej_?eGcAIQ>EiEaU5dANFA-vzbwS%c=Q_oW?U(ZXr3D3D% z?wo6Q)uqg;wxsm)wI_#co)v5B(0QN6)!k1=WKRjPBnGb0D1XN z9pLrEy6u_2V8vg~tc>r8L!5Ux6+cs#{Ap4^G48)_)2v76trnQ0(MpbTnU-WA4m#jF z+Ndy=z^meJ;=1tAx9$4HPQ+%~jE$JVPkh#iwzZhwU@Pz4N$U4^MV61{SbAjss?vMCJ zc=BiQA265aOgal@DL3Hn(8i3jXCTBct3^IgEgctOTDkxB(n~(a%V(e8;x4RZ8$Y8x zOrV)R>-miz@>x^ATX!erehxPed)~ z?1!p~?~{Jw{<%X=zuY}Ngp#q1yZV1gJ$&@B?!g_hn$tLi)8fe<_{uu>`B(VRb#C^5 z{9So*Sm|!yh;xBsaofK9L5M!J>KST^+wV}CvA}5tSg?rF&vCuK#cT4&xnv*{A_o;T^S-q(P+;@#IOpW2+ zFPS+t5Z=(!Or_G%YocBFRNb%7W4xJ5gY-o?HTlNSUHuqc6a72#XXIG;@9^%>4t-F| zQWwg#zA{1NZ_j0Y82FyV@9C|EK+~TS=^uvmmhiZaQ2BgduhqBLE>oE-!e_lCf|Sf% zp;oVFcQ2KPq;Ym?Y2SZrf2Ej_GbwWx*1Ur`0*$Fko-oI+oBF*!4f|jS*0{{0nP2kZ zxso|nwpA`G4L`C&ul)4vYI3Tja=EOWG+A94xm^iWc39qWMaFVbK9fbgk&=5*m9iI> z_NTW@daCM9R^Tz0F2+4a!?6lFbkwc9n`UFG-@k!s;@P?@7x|@;AHB|>p;CxnRiKU;thJYw|d=P z$JrHv9WCPa(8Br4C+6!_6H+o}!H$rOvNP)ws`Ye+5H)+Ki3X9D0^OZsR;{ z>*&Sq%lmAGx!^M>65li z0x#{e$+6^#x>d^a`B_LOI@;#ETbiNo}$zt7?(B+a&KxR%6 zZ28}^q+mYtYpRM?@}=jX1k?EWpUWxZj08Hwm+5HhsfEw_4#Qwpw_1V6+e*FWOZ8bT z^YiA=r1#YmdpG^hHol>qJjaEpWKQ60j?!7?I0LuSKs43i)rpp*n@sryZ_m=0yy3G2 zR3%ApuQ${wSGe@_hL4?cCK~t+Mz}*(=N@w&3fZIgiNR0PxDTS%ox}5XEi`vC#A7|o zV-Y8?NsxpACSUauM+WQjm@D7yFy`7Z_Oy_?$PPMVGDO$`XvRqB$6ZmKF?p`MW4 zwTUJ4OSN^wjYxWpbLcnnXv|CKQEba|d`%{bAAw(1Q9Xvu z#h$>yeNb|rWet7UVS*TM&_K1$r*(+5;Dfd2E?w9<>z0u7+csey;6Erd||ot znpVH`zFd3$O&=T^8*7C@e}0q8%0X-uDZ+)a%bul)mj+3S69vVnPywgu0lOW3MODv`VSs|HRz9qqydh|n~3@*S|)VD?urReOKP=pMc~52)4G@g;eY z*T_B8SVf(cn=*@-c3hP5vP@)_wLqDo5zQQdGF+=TfIaz5Lekk`e*7At2zF^))eu!_-D|=^N ztUK*FT8DR>>~4Qk57YDVtEXXK9Ux%s=-li0Sq0SaTQG@(v4#&hIjK754`DvG)52_l zBWzH0d@SI5*BO|Q_DOi?qHfED!D)3hAx{=3@y1ie&T zWVlXMcdMS#(qey-eZN5;_zV2N;wC$NtY+^j6MI2LKQ4Ebsp2W3ODAl}wuC~E-xj(7 z2gz6FT?GbTalzrljEQ8zyHhvuC+U~^mYTI_>TFZW z@6!zxcvj8OE7IM`dW@Ru4&J&k8QoesrG7BpdsRdyr~+olNgjtuU)JqDFkwu>e_pp5 zu*vS8`AP1UFYs{4*;!j~v7OT%M=#wc* zzgte8R)$*rR)|&w8o!!+j~dabJfY*Gg}Sab_MwPQzDrrPvrke)MW9~o#j!&&n>WRt zR7ldx>h{U>OatLsfevuD+NPiL5U8W>#wa$R*zJZ*8SG>X^g6ZkaS7b}A5@YP@Pn`F z@_5s0H{03^yNW=*%H>VLslltEG8C+w3P0#Xtmm8!bnbTN+)hpPo=oabumAPxihJ$s z8X`k=^=Y+)C%m=t_BbT6fp}cSboUz)cEGPbqfQ*9(`#JrS~$c>Xm3T?;ZS+u$%NXv zZi6_!0Z({@Kg?A+ktm+9ob&J)toALPcyrXlYrSgU!BxHxKSrrf+Q@Hi^ZF%oExC$= z$mUOb9pv>MmBEvcrorz2MVxkjQ&U`0x!efdudYsSDc5=t+TYzosGfS9dUEyY&SRtt zZ=V+kC|AMXEl^S^56)$^y5=8HEE z^B?_1om-O@d6byBR?fLIa02iwuXh72lxKY^17D_2KNQ;%yFFGg_Fj6A^eFaxmTAe2 zuh!voSd8CcaUVCwfvmgQA^pYl`msl1PjQ=_$hqLK?6;OK#5wBqn>eve;fYrq&i4t& ztrEJrdWXBqx5h;J@K}$eoryN0EUA-LJnb?Ly-)P%=%L7lNM*65ceq1%IX&8C^Q!8a zNAeL*qr$58nPx3MD1w~TQT7R(u!)Fz5?c2fX6lSPFz|ofuaCMl72Q6y^0R8|f7Dp7 z(7m4G<@`ccm#o7klXWwPqX0kXt(nJVT$?@Wjd=B4nU^xJX5P=M;XQoNS!bxdsWv;a zKF@j_g7lN9QOgdTjX$_5zp5#->OsLY-40qMT5N%X>~IhM#O>eN$OpO8ts+GTeEuK*4_+#vb^8ufv`%6-Pet=Xg#*gK_CYMUy$W^?#l0W}?mx_|+3M zlfQ~pmHa+k#J1t`hYwXB3)SX3a2_c#@drJNJ*Y}1h%S@iAbn+8k2pt##O6!xon$p^ zJ!k22nN~S5=40C1pc^W{P#;gKXNTWSF`hr^5}%*n^gykoteTxT1@_fXE!;@->*uk-Rs@(?J%D?04zCZB_?jk9mc zsEpS5-8$)AywzhkuGjGsT`3JbuJ62dDY&R&Uh5+8&j2f|60aG5O?~=1%(HFAYZ=+G zg6493ZQj>2a;gHcBOG$~ngpAz54~lqYHUC6@$se&ze*L}Dc&gl1|9gv@Se*M!#7lN zMWD>VEa?6oMZxg3;g=%aB0ZvSM$5rDM^(F+D@7LSyR zlndV*E)}=~r&guUd_HBd474_F`$hHN8kosYbCMt6jd6&U?G639`DDIdQ9`_Ik5zXo zri#d3t`xT_%WO>;XycWbL*H2e2fgLwmRe(Uy`92{js8DGIDqZr)Hdt zHPb(NQ18@7^aTTPChg34y+Qo=2*;2kqpuH#?JFl;AR`Ly|1A1}g7$Di?m5-n26~eI zYM}CzRsYFax4VIYnHgm`v-Q?x`=cx;!%EEE;|$Nl)OF$u`X~mksa&d;wEzwmc$Ngy zZoY+{byfQ$I2j*ikKuGt8!vLB^HI{iZy<8L2?w4AeO^F`^_i0}4x-y1g7ucH>Ql)3 z`Rt~?_ct^#*VEWGby{Ea+`ORQ{3#zb#q2kd1GeNT5&V7NnK%^EI|T1JP~;dygE0-; zzD31y4OPbTbdX>3{kfWunQ)`nonIYzM1H$i{W8#L>Lf=BCPIyL@;CUpROjJgSp1t* zi!L;J(Raz7W z63p)&FGdBb-K69Txc&S%_JYu`ix|c4c)P#loZpFe`++W?Y2wcwM|u2ufM+bnss0OF zEG<)b37)<&zAj$PT7yq)rf1?mFYQp8*3y{v?_#@Ron!rDWqAK&r5B84q(@cs<++D; zk8OzUrq61hk-#hGs9FX<8h=WU>s6TNPkL{bdv-ob`6Q)#sCOvBo8*aThv=hetU;Xpxe0&gCfv7pjAsL+<{7OI6n|G17dtKTY}jpYy(- zAKXNbuQQyY1;4~5K5CxPEu&+eE7nY1GJn!!*70m?Hv6nIl)Nat;CES%`HtVI53a*7 zHHDi6p0;!B^bPou-OlM@EaIQ)_n+{Ib2&ecfCLYqPYL+-&-~4AzA6ou*H9hb3kLTd zmx(cQu;KRc+hS1nyl$piP~h^q*>6x?U2z-z=!A~;^B$!T%f(!-lHv80_dQI3RXjV! zYcBAc%SWeNPX;($FIz!e`gjWbBC4Vf#kdsDS1YyXSRH+9^qc&n3+e{9>LWPrzF65s z_Q*~e!lSfH`|YsreKyB_n@B%3){dWH7p@g4{>57qrf#TWXVv3dQpb+Hher2i*;Fb_ z^%N%kXO0ciMVuFOx81?5{T~|R1yqtj-{Q+o-dj%AC-S!)ZoEXddKGp5v%IK==!Kh0 zv$az;ca!hc2Xc1IPHrjdS_==pQFmZ-=v8N3gB`rDN10fX|6xqm;V#(mTI${<`mJWE zN(Rxl1oLWc|oY_jMhrTo)+dy=MU#lOI3iGq&QrS_l@IQQC+vcWIT)>Ha6O~+Jgi4NVB z?(^mD_0JRMIa@Pe_LCE5`9Et^@0YQIfzD*IEa=~)BS}@0E15>ni85nw@<{LBfNc48~9?snc0szF*$P{kE_n|$_5#YX*D0F z&U(Q#o-Z@XLV~}?i1b#y--n+*XP*bNSc4h&om2zUXqZ;YT!Q(DKe@{T>~|JS>ve2+ zP2N0#)6chV^$GNnfv3Y-y?Q|()Hs^NLeS{JGMGOwb1@nCW&B6*@toXGMUA&%aGf!D z9jvF-AgwS;wP9e9++Yr1N4Rl8zr$Aj?{lmfl#KJ_Qs0Un+x*=@E11I>43)jb6vB4S z)ECw@JjP!UiB>x)=gd_O(W^z}qrsmAv11ji_VS~dZt+7Hnj7e(E5iq?y2I~)gp_s@ zRrFB{ImdYGsM_xV`*{?`W0`t7m>)aRXN|2CwfeVmoHw18`c#d9*Hcsn>v_8Q9Wbw@ z)=Yg0lksxX^ca4H8#u((y{xzrDCPf>KQ|GFHkwUX7qa^uHE&HWJqu_UL#fHSOY5h0 zRClyXZIfCh^=`cKDVnVJRUh}HZ06|DS^a&zjA^s)5b)-;W#t+2x-V$=+Td6MkH^3j z@?lj+-1EQI8tE2!5>F85aW>+)f?4qMJ-`2AU5oHaYoG^p6sGJPr`fm62E5w}Wu)<9 z&Wc4cQZjDCus@aYtP``8r$L#_pJW-+;#1<&-ML$MJ(cjChsr_&Ra*1p*2%L>Sl9}` z`Z@GNXkz&N@U4+MBLgDuL}o`mij1}Xr{CisZApvp#6U= zYdQz|Jr_pT6919ogwIuxH`3E`-ktLi^-KpYVwDo(qVX2bd7y_Vr0RQJE<G?=PAE zHSX_c#em~t<6J$nADGcM&HE3ne%wpy#~Z}6=n;dNvg56fGC$2cV{+`Ps`%8b1Xas8 zQ;f5-9-t6x$CIR!GuG33pF(Pz9`kG6;s481^R|=aJOVok<*eaiGC;)YrW^bNwZT>U zw5L4pANs>;5X47hQAK(5Y@$JY)v6%|1fHQUQ8g}<-yZXom!Pp5{d;R2Yd@%BYFPU? z!G9~-9TdyT!wiDCYkPH=L`1L~@=i=}YOaH5->stQDdOzUc~rgeDHY^S>v!jGp8EeK zrzG$SN)ulKeO6UGWG5@&j%TRb$C`rhstUfj>f|xXlV0kQUvj_aL0TL8@nb@B+R!C3 zp1EpiRIlaRAUbeN*eRV}F2xh}xL#dc6(j2h9)I0dTSn&amxNogkVum{8 zF*w&k3}Xma(V8A>I!17h%%}iO?nCxLx4ijGJ6+h9`cZ;Nb1Uv+ zC4E^9*!E)gYf;*>K62b(K50~}u3?5_2j0qq%-LQH_y5o2$a;FER?(U?i9M#iNQ(Vr zuJTtf-c{*q(~qYAlU_qS*#rw7t|EDdN@D@MG!ZZLmin}yN?@KGwHj>p3%-wG-oTZ^ zm7I}VBHJT7A~mA5qR(3OqjjSv#E&P;>G(K21wXholn_c!y$eS1ddh1wygRY*?WwO) zl2?0l!OV`fI&8{|9Oo%N7m3py&2_(yU+dSjLjSXNKw}!}qnM}qy`-P8CU4JioCOn1 zk)5bV@DcOJi@~W<^qF7DOw`$Ug0tO5tomoBWKPKpW3!3kC&aVAXXKudSwkq`>VY)BE zN`lXGx2bMutL zQ{Zd?vp*efwo!jbDz^M_obp(8K`=#gwVe{&^owL0>(t~|%=~DfYh$y1@tSldlg(t> zNHem=z8t3G>E0wAq3VTUc!kGhV^!Q=cZxb?`McjNencs*&tt=O)7bR~YWKDH zj_0s`*Xy-CWcROk8W#9Y)2vZ2oi|`%Ev&%TE0&m=v>b{)*jVcobb z@G=u1h;vnsbKxEHP1Rn74ftDkP$jj*EV)u;F8+U+2lg>P>bGOVy$$1V@&#p9sw#Da zd8_wh+^?nI%SYW>Ec+fz@$)i)*&&|*AbOx&!M`aVVT6@B$@LgQL^OwA(A;desp1$G_U=J<=wJ-;HZ{e4loq@B|1>9p0Cb ziQYw((~@R!k}BkoZjW0i7i(LU^K#X5a+`zdkc#2DKE4x>B=GH!Ekas^mKQ!x|z%eYrzbTCAc}ktwt>Va)$+R4h-? zVZD!)*`&|wiKwz(G&$<*WUD#ibc?@JF%Gn|@cb{X|`JsQ_nc_uFBxgPii&UPm1na+JB{i>+3%yjYLn8H5kpQKNwT0EOR z3tv7U=yeS1=sT z-S-rQawU1~Kl&2JdhN>T@?NGh?*S{wAM0Y8zYw?UrxXvpXH|dsYMQO4?mUTlsD$=|YzeW;2JgXO_$^neu9lE62LNnfyT}`D0 zS*h|5I{UJ+i&043tsm)LXXI8`?zQrqYgOJ=WKM&iRDmb^NO7PTebZQY^zUxY1C*;v z+@T#rk_hf?9R_c>yZvdr$vtwLOgnqAdZU31ZioE!IhvEg)MQsgw0t@U8|fvSCx0uT zbD^{D-NmY(BapD`^&>XH2~P0cj$mABi3(%z;2UN5JKW#P+~5JPQN`VILEZBs^mZe~ z1r?^!Fy7E$9qh~nLq11 zRnvo*hABHBw#^mWI;n|n(v$L&sL_WStb)jPSZzF!0>cZ}Hna6q}(k=}Oi2 zEM;sT9wv+3p*i$Lo$(JR;D22xTn@pjtA`#9wGF=-uBpoSIkGE~7A+c$L`&ewPe=Mj z#T(nzUaQ_?y(io7x}LDx)aF52uZp9#gUk+2gbI*msOS6MxKlJRUgd zHjOugL{v5l>X!J;R?&FH_&pTOFX)U~6u%J9ir3YLG#Jvgif-ei^Krf0u>pO_KrHq* z_=bN)i9}U+4u8gfc!q3~*Q}%%rL6bWEbT6XDQ)n{(2IFV8wX?Ki@+ zI{7}ILWg%ybfwdI-DYZHCwKqXqG}Wq*-{2KgtA}~{Pb-nrHQ<)fEh14DUX-n20x)j zUgWb4(3)L(qYl|Ae>y9>ppd`G1^3DH(w(upr^21?dbM82%pdU=pNkP z9qRDP{-vqEf5R;{1OEFRWGa{|b=Ka9Cni8=i@5D;Qpk5vC45XlwJ)gkHw1# z;>cV2-aArbHO1IJEFW)(op0&$V3uJ=NL6cGenltxkn`N#V>ssQHl`)`!c4Iu>alm_ z=Ks-eKgx^pLyFMdvX1=lr+PTEks0q~oQs``4YX=mw@@mUi4}`I9IFz0#|*)}rV}?e zZ||bMiOp*C9eDF=pr^gzG8wc9!)QMW;mrs0@%oKp(b-T|Xm|Knc$Aq2Dbai?j)$WU zMIVUf;sl39-iRCse;1C1Pld`kDUD#eqx2r0!~gV#?v;{X{pF0z5>K1UuP&ICu&LU#!o_gm8uh$odbOhX{5$-6 zW0+sy#@kg6{UwQ^ay8qe59B6H_)BW-kM)nQh03mml*}=;U@WA4 zNS@|oj{19pynY|N_mKXmb_2BmAcu(B;nKyO067DzEGO9(yFeX=q#I8NIk97R4b1{f1rKtmR;~C*|Xx z=XIVuNckOuvwex(cpghxAaS>f>UE4y8nwbqcWEV<(mHu)Q+k};Jc^rpX1}99xIL>_ z)+h+hDQ-~BWg0(btf3NV4y%gi&66Ax8-@Anulg9NLjRhgH$~;~Zbogj$L)4mL%!2f zF}l~nKt6`kRd*+BHgBYk*~ybbV?wLKU+9baFw(#|SQwoh{WZFod+6e5(`d`+ipZMC z`S9g%KC5u3Ft3tgsg?90KM#}J=&`kc+eXan*~1fNsT*iCEU}%NsuZWbztwf0V`tyt zq4A>EvCBLYETIh3`lk+!BCq@2oKi|~Je57xWSM@k^Gq-2{%bVwr4yfNU zXX>9HYxeB;%&9(KWpa5kHG5CGk_>Y_2IckD*0BTo@q3<5Sspmuu2%v40j2#%q`2T` z9QWr&y?c|W$DgCcdcYk~4KLRM)-+ZP9ZW$hsYY*(rRZq2z#EnqQT#fZ;zx@4Q{usC-1iRWcN6okk&f8r&?Pn zXOHlI-lr>RIfQ7i8~q7=d^I?e)YcpF46SW22l=F_fmJ9Y`k4N-H2E9R;v}@PpsczA zjbUB0|60@XzLGK;YBhlu$=goCV^$WA#0jEI36;qb6+{b__w|^_7zd&lJ|^mSDP@*U zP3ohk#Haysj=2<8d;MP5!FU4Ctv>LccbulSVo(_JGfEBek6z#kbdk^CD2HQaKZhi4 zbY2ee84KyPsYBH|k#|~1KK_xZ#7|q5;k!kwH1qcId%Fb>@`&u~UG7%9Gk(jc&v|e& ze_RE(2YL_l|7lYpRYlitkdRezU34Y(I2>4zkOGjTP3+- zl#^m|W^t<`N5yuTUuDka(GXI9yzaXAGv1O$eir=e5GTTt@ZuNrEqzS|m0wlRLESMA zn|A;ga*6-XS!~EYdDCW&3!6ojLn`FLc!#I$!6mv3ujm0OF2^rH4VaVXx)V59&9R&N zs5qXsZ=1@%>gSfilK)5XJ5_87`c8h8zxARXxu3`BE%1S|^1N!!WCMtEGchjENIor& z^u&hDb#CJn#$D9*2jyIK-5jGuuy1gITU8{#=)3sC+eMjFMM!3Ex#gRja2|4nOnpSqIJ92F*IF)AlBJ)FaTIXJPBl(u~xH``oB^>I@}G(EI$0ui3A% z$V^CapWU7}pRlnL^$4ZL{jjflM2%|r@W-65exk~^qD-QktG@cBuiZRPCBFxscdeYO zz58-Ce!Psy1c9&aA-I1bijy07`{h+qO}fIJ(H2f|EiP$?+hi1_LuI$tMz>#GvEys_d3n7x3*t+3U)Q2V zI*>WTP1-*5aULE;GXF9AV>vIhv2^W&GbZU!Uy*StBb95xU~^&ag8C$I@H>}vIJo`n z#rx#9gH_JQlJX@t<>$D-e3HLIsho6k!b2nTBL^bck-sC!(Yctw+L31?Ux$AWm%#tM zVLr|py|n4vD(=Am_SP%5hYQ2gGQ~99(qB;ZpVd;U#O|5YZM{9ejh*l^6jvz}yQg7s zzpHRRfjtJ85#LVn=5-jr`aKK`kv;Z=Xo8!onbiJ3LxRqX!DnHMq- zLacH!pI3GKgW2qt)l=`_)vP*sU1P6suz21MY$z^N_r4x9th;L9OSMHX`?!#dD=Ft| zInB#B^}9T~H^V0y+N}$@Ls!5MeypN6l@rRniVge@8r2rpaYo#jgUg#H!u+C!D5qC^ zkSywZ=P6(qN2?9X;Z#;&SUUT;&D9;fJ)W&TuS`QSP8`~zW;yJC{N)@T@G~y>pB3=D z!^F=Ec&=8ojvvY*7OBC7~cB&@=Olme=$xOaTQ(?TL)gQ0Hc$>&fD^p|$}DvQrwI5}nQ|F^9#upXSXY zF2v|FvEx&?(R`n+)p2-&r(0I_{uHO|J=I4)HTmoA z)P6FpNl8ngTL198Ehu6XqS-nw%8e3R5=5OwI#zmlo<775eXowYprS1075$%{x*lef zPv>g$vxtxryC$Pi?77%_{j^;u+8dge)*}7!^bt_2fAyok8f%F!KOfse28s;az$ID@N|h<2l+znnfOpR1`6e zi5Pvt8G38$h3*gaPJK0XK5wsMVn$6|`4V@@13Ul%e!QoM9ueE8dd2RNL;ogg7>(Z!a=yTHwTQ~VQ7SCept z(;>f`{r$~2^7rMQrQFR6M2NDOwh{C)yX?fk2jU^jUN;%a6nko;PVHkf;OX?Z=~PVr zV8OTAQw!xIlPP#7ixrDyID7FI`T2j;wo5yxZ@cr%c?FvEyndsnph!=Oea}$ycFL=x zdfLe?^E8$-=znhFi1NNuR+3)*N3njgd}}D?aTEk?yu5EDZQ`5G@YC|Z|H;Gtm**nU z4fnACww#q+Po6f2`{{hO(Q?@F0@czKsP9;a^GtbYpalz2q6C_+LC~8o_;PJ_ZZ=^F zzxD_g%CJ_dg@Wm8MewdqW7j{?BX!WqguPu6QFh6>mWVHtbXbkU4bS)fPqm&+Z4-0rvM|8NR7(<3c#BKykj z?xNNGMg0@_5AA_21T%4$Q(PB@Z+C@_e@iu&V*QVk@i^TLe`oH_Y@mkNK%d%Hw_uPt z9fV75qG{jYZFlT|=`cwd%`zU<4YDfZd3|+v#!JL+bQ1^j?dr&-d#Yhff{hj6_zRYbn%Dvddu6l@rVhm0_47>Xu zp12AQqMyv?fL`I3ocq#QCDr8#`aLe_wmZzN{(Efsc+RLD;`igso5tHa7YjYEvRU)# zud2gJ7eGrd$nC>!kaXD8J~8(PHOJ3l#$o$2n{Psaob2qBoJ_piKK#dL@ZKJBo+s_j zE*wXes3?ljeT{dgpUAWDyHP5=lLrJZm8v` za;Nb~yj@S=>39^Id9xVUUH8FBSZ)Wu$tpkhs7&h!Mtw8>Zy~hoOTX30>?S-Mx5yXj z>t~#W&DiRkZgz@iI?G+$A@${0wesqWU=q~(7{OICjqT3CHYZ{!-f*0_5zKY#>(!ks ze*AzfOi|x8z%mVRD+T(+*|M!!v>>x&Tc7E2`a&+Xjyh|Hld@M<^(!PdP>KX`s~^0p zF9pX0U-JXb-l5LCpWnz_9fW04YRHtnHk7|*1#@4%^olpYdt9c=SgS^z=8hb|^QVp4^;T8z9w=15pk}ZOr(pf=%xaajN#@m= zQ^~dQ()4DVxG46ZxVj_rU-O%P;^GiEIHYH!Wj?}LZb6=JTp1|whdR4cvpV7q*Q!TK zU<-#iCxOFs57FkBDx?8!X^0MvN$R{e-OIIeAI#$d*V(}zV=3ml&3{vu1hWdOSasar zh2e~QDAvZpB+vM<`4vX<{?!Y1RCQ%6 z`FKL_m;VN{AbX3E59=B!qR!7YZznf53K_fG@AJA_??*Myt%>i!gHO8WtHE5~fW*{FyqujaoiihBsd4)-`y*L6pH~o%%Kji#$iy*q1NKd%tvFUC2tzzBj8*R-gFr z__oZ$c6Bpz#eSzke_j+x$@ocM$E4U8jtg%Cq;+LGtXB_foc)?6Zys*6Ze>9Sd&=7mHj9-xRqRJ{8^;o{R@9 zp&w*qsIS@OKc|*bYjtq`m(bD_r{rHGcWi^lxdBSP&vP}!bNwhq%n4`zEr?Zd&+2wH z<|JpKty{4~?%lb+(~S3k{#?Ki z?p7VzJM<47_E{?RSzVm?d#Z>(uo_W(Mp-eSOdb=S1ZO%Ta(t(^Vy4=+x8BzOWv6Eq z{QoodMAmol|J)w$<5FIRQuHyC>MKgGFz2KfR6t90RR&f4NmJN%(N1l!e$=UTQHNn& zr)s`O{|cJCk+{?jn2U$)-8xX(rk>eghDR?r zM^Alo&$wM{CtgS>#^pL!M7SzXQabbDxyRoJ{#Q@JLmH~AE74|OhnLMvh{8t_>EFV7 z(Tl4O?}xlU;Z=JTwl!FVG8L!3oU6}1zF7rfS5INKze#!k_Ww05<2Jd&aC`e#(`IA* zbMxzwEzC{#y3|`z^Ld}mk>QBWkL7aiSM8I+92CFw|C-a_rpl`JspNNgyTCuNDDJ%~ zKBPKM@g`Z+~q~7{Y@2Ahm<$1FS!amBq z+*)_d-Eh_GX=+mCLejCMzh#gMQ$9**m|7!sQR=5A!|gYv;e=?pH}!ix!k<|~trs|_ z)}bLO3co&)@~4iMxz7E|a?E>EF00EHV}V-H5&TPi(8En~ju%T8Z23QQxjp6XX;6sy za)-cud?(fSv*O+v+4f*Ld3pQ%Uwd(*wS<%NEIV{CXU;ZRPh{Q7Bj*%fk99Jwk8vR% zP-4x-1g=(t{I2@g+I|m|x=*r~7D!ih7Y6d`cnf+!R^kHJ z@UxsJ-u1wq+(zNJi$;Eu%55&MfeYL~Gj~L!N~I8~DQ1q8 zW&VrDdqgCC&z-!|^)m zZmu4h4|HEXl=}~FnfLYfSJJDz+;dr3owh(XLvgwFL=|W;TJCRT2;KCU-^m;8oY~$R z;j?qO_fOGJJ6*lKT8v1}EWo9wH*Li=7{8tIAN2SC;!GSrgHG?{^t>9v_lfGL=LM5%cbZF5jzX(B{_rtONNH8~ z39)H4jmp<*h(p+tdvt?LcK=+|!CMuY)J)aTm=dT8FNd6crwm?{vlKy}%pkev#q|BzFaM;QM0Fv^?F( z5B?^U_g#9>mcK3jyhue-U92gewbMc`&(rpG7szd2o+1|NE-0(>98O}s= zRP=AqCO4o=iza^yscr<*{aNnXNJVkP9W+Hn)kQCI16V_GOhKT`ep-FG+&z01_I4ZO z|22>EaQqTyg~{&u7x`_sr3`r~{wn=(FA-p%F7okweZHVaJQ`0ox1cU;YO2iUa#k%^ z?aOkdk?!XAah&7a*h6IY{pI#=$n-l>#y&{ToG&|3zP8fiel6RXW_CA zsTz>j$KkkD?e(8joN2!J0!Q<7-)AJ61JymmymC`30 z@Ze*t%chjH(MKE1qFzR`xR6@$Ba!8E)k@F@Szd+mDP*>y7%|trzMOC|A&twK5{-9!^CkdXM{bZd_7%tk56#k(04T6&>+4-TnJ6&wXjp z;vwCC<@M8?p<4e`Gzof}8asVWbdI;hKffe<>L{B3&ntBkEb(u8uH|~D7DBLo6HCgd zYR1ar0-ybExVc}{52a+zFYCtm#!0wVclev~se@KkvkAKEWf)-veLk(!<~Pc>cZwA= zbaK4T?WZ~Xs;XXSDhIf|{g%2~6h z3ZtS*qm&ioJga3-W3YNdAqro~n+j#!pnGGoIWyPe*4~8wEOu9~l)cQh!v{m2dbsz4 zn}3L1Jqi9a8t2f-`752hTZQtW|2>E&&|JPgK@{mO<2e99D&g)gsp>yUV>R6Gc8}ej z3?sb3&*=z5+YQ@#)SRLBtyz%NPMEr6x{r@J<#rThp5P5?{_0M|{aEe%)+Rj0TNt~??EZRU%v0)< zK|cT7{#)nYR;t{m$isT5RoeNE!L06yx;YN2EvivejgamCC~Nu;%aD#gXTZgWH@`~Y z&b)kiJP(my%qz&?jaJZ(58}lI?r*=D)xC;)&q{B9=w(P!V^kGEo=j=OhxZxiZXI8l zXinNfcWPre=UI%(Oq_fxaVst9a~#aw5UWXW8k5W*9+BJ!a~=>c-pT%xX0C~~jdu1) z-ZV$_F$7+Kr}(_}v5I6|pYcoVr`Xikg*L z)79SIo8lmO%}Ak~M0D+W3r5tP@%PWCb%bZqkQc7Jd~l&n;**`dhQ`%|Y+odr+ar<)tC} z{1>hutK?WgKT<`QYfzhCqpo@y%~HDOD~s8N>r>P0Z%&2rWY&PH)@=YBa?9c+IMEAZb9&egllNZ=tI^e1h> zcHf6R8KL%CMNzxW+6l)$%x5*n{IGlUSG?+GUuY-qQI8*o0_}7{0&jw$D&?20SMB9- zKHE$yn3R;2c(*7~+vzB$hvp(IbGg6o?=(E2if?E&5;a=+thKj>vaWJ+tV=MT@8xVW z;JgzkkY~dNewL$!uu{QSF7@+n)@wUXpHh$)OyQ(c4qq`}eR(~;`&o78u+;acv&Wdh z{2CQf-PD5CQ5E=lRmVrP68&kZnu-|(tQ8_o6P5U%IE|h<&aa1SZNP>1qI?YE)LJpK zra27LU^T&W73j`t==6Cx>-DS^Ui+d@$@enfRbQuO&M=STL9yZz|BY{BU*(;LX}ZQY zT7}IhA1a#M%r$g(=AO*2WE^w!e0%{p-vMRJui|YBnfQWQKiTwzCaKL+`-l36-U{~( zKNxu+@|_iqhN3sq-zHELuAxqE9eFac9UfIKTqgW?N#R@=$L+mvTh~L;flPy9xuRe z^}%+g@pzbrZY^^J?^iG1YwzC@FGX9J8b6nLk*+W!^R{>e5o1I=F)PJ=KTO`Anbi#Q zJOrCI*-bscxqr_JdSgGuUazvFH=DfngSFU>9U_9XrPHiWH`N3})k}``HC>fb1!rAZ zR@8vj>7Ja6a-fy6sIl^)QL?k8R`4}V-S@-P98uh ziBrE+_7tZZDT&c6sb48StyGd*uc$h{jsB2T`0v{>pkwU9opP45H06O}Bj{F|=u&BW4`)((r6|QNJihVA2e3f|djmQxoP_uM*O!BwWIW?@w)8UrHdo`66_qB7U zTPtzn`*G6+aCOb}dd`BYUJxhh%BqK0ORXPLHai9DoR-gERwGinnEKI7lz2eZ9n=`t zI1|T{Pw?OU9KYUHdfQ@<+23@$4^^L5@EfmmQ?1{TP>xB09v+hzVO`KgSm8WEy7;)zdWHN!gF_dqijTp^W1h zbJghYbNru)-T2lHI0J95foGfQo=M`e_>ykMwW+I9FNFRHozVwATZD*2lcVL$Eia(? zYguGr+Kjmxu4}Cg{3-AcJPwI@%bk2qpI=kDjwO(%GH``evZbCXiAGj=Q6oDuD|4M* z@IKZ9`Zh{g_hMY$@?2zC6J%CpBn^3PEeD`o0gTLTcs3iwAtCX1>oD-SHVY z@93K<$~S#BhB`%`T}`>rV{}R_ytQ)*`r5rq?O921Vgt8-Pn^UXc26U-22$0A-&1^i zzy~4lDBhrtB9fGm_!zG1bq>v)=wd5jl7qY}n1OaL#TXx;5U@C)>)oD3=mBtsbUgGKtf^Gwj!1_{C)1o>i8P8dj3h*Ibi95LzA=1VxNoRuXhZ5+$XfK2?vy{>PU9hY_vi!&p3fI(C5oEp`w!2wUtzM#U{7!3XK%KK z;lX}!hbQZ5Xu^qnqdK~;+PbSXP}MyRqWTHF)L0)qrx*NgnyEt8&Cs}~WRsg#dS1-R3y#XXN%RMS?(Q(U`O0vw7#DKW2Ig&E6+s$wVFD-JFP8dHobO(l$LJYD`so zWXX4e*`$M1((ihEf`9I{y1Ik@r=_CCTI;McTuEgR)C`@ihsBk^-*%j+bWa{HQXu=1 zvle)ec89C~h!-vFdpztsw5G3ZEiY@wm!z*OE$~^mNu@OgZ=HfM>qdRD410GF`gBPx z5%_xDE$TiicbV$`{#7+`UJu1tweu#Y;T_SThAyNiuh_u%wuC#Vy(q9qrgg?w=EH?$ zp)a=J`$nlkTKLy0;zc#lqPfrBa8lkgQ*)Sl`Z+(PtQB-Dtx&mtrRv^~J1$RO82B)t z%@RAvkApt%GnBW*lZ)BSP3?d<BBE?}WR)#+T|7?g=aL;EOR9L!E)ga27X0r7oCZ z9$+&^)f=aiFZ<|9@_syDFt?*4EHt7gb`ICXI|3>)bk{i^mz)3e3T&n;uX%}Cvv>c zh@X$|(EU0L4t0C{*7y$d2|mT!tQ9{>VR2T*zl=ZU@x@IDe3|azQ#*f7p5kw$s%&6h z9`*xMN@gp>FR@A{Ur@UEX6oS||uv8hm~bUb=l`@bZ- zBVBy>HD{;)^+V1{t3Jh85J#KiaDS%LDMEWu-Ojzo?Oj~9f0MU|Fr%ZKi<9&iwM63{ zvYFm+{-%~jxbQUkIIujrZhY(e~Q}2x5}Su zCpUyhz2??mYT8+Zg7zgRVl}nLMYm_NdE}>L+e=g0%A#&cDV1{4$@pFc{t1uIcl5qB z#fK*(pMe37&8vaFmd!Pj52m{r=80TSd0rCT8KW^f7ogqM)Y~t>QO5HD*^I5a(Y-%{ zzh5bnT!L8@(=x`uomyeCZ^=lHozdC1QHRnOGN&J6Wt^Ht7>sV_O}3J$x0kmMfX6R! z-cHlYRq<#Ch{hY#J6BBpOr&1f8QK!+8t%+-YKuuvSHg*rSomc4PaPWz!tKIsbSfPW zJ#ALam#LqpX33x0c%*xHO1y=YsZDnum1pjNZug^?igR5JCeJNat6eWw`nkQz?6mt|i+AE3a-ZM$KFC579Q4!B+2&OCw^P)f%luK_ z)z@4_4w&pzORwVQ_%>&v6Ylv;R#UNIAcaLxQwJU%BUA%ZWixBw(f?32MOAAB?B4S} z-e7%{w`S77{seovS)McmX8NZ(AX#m9LcAEwq2h*|_noq*aPTjPLtm+*Z&67Mmq&e{ z=PtEU1bzj(o|rS*PiqB(>TIp|Q){WfS6YD=NO{a`I5!G+-wcZyiqq>RL!O|w?-IR1 zfAcj$YOptW9(BCMfubYnxfgVtHE;B;WF0c zd_a;^cWt3KL3i~sckcw1aeepi-zxOsB10olqK4YKxw>M28+op?6nIa~SA7KjIe`~a zC^1ZHaax6QG2vQgw53XWo;p8?JI_Z#AY%@RSziyQBXCB2-QF6xUXDGqC5F7h+w`pGGI&H0F6zNV^M?!cC;P@g^o zGy9fCtF$h+?))3)xUaUjnNDYA*#(y;||!<2`6DOkEwTK zolN0q8SBBB@I(Dd$72U$&zQNvmR--!w#;>I)Gb_C&tjR%@z(3&{4G_3Wr&8AWqB>k z^LtEB#ZBQt5U6?LL|FI5{i^JTad~&q(O$+|Op-@k8}1W&GxT%nR)|B<)E7O%EqWar zIPt+;(IDeJ1Kkd?)&Iow=iyIBX$1ROcUc*B+!iwEH?K~ltoB00I)MQ|etp4Xjr@5l0+K6*d8`soAJ8mq*B{36JUV!(Wi z(Rb9V^Yo^^qG!Ck|DUdh{2#ec67H@h6;*%r$6VO#XBg}5V#)P6^VRXq)bO`Lf6IFd z{23NGcQMSxeJY9$;!xn>(;wS0fk|U57oq<}`1yhle zRT^g@R-5hpsVelIzP7FErHK>ph^X|CnzkyXL#f16>t8ukfPsDUe>B|*oDKB%KmIW@ z_ui2uJ5iC4s4S&Ki&V0dN|r<vSrI!5sAtYr6@ZovPHJ+bMGvE z&-eVl|Hu0=i!tlH@Avzh^Lo9`>u`Si8jtw1OzNzPr;13^&-ptfe+wSqOSvkP#81EJ zR@|Vrh?;#?!))=Elus`^8E;a2^i1t&wV;A(pu_JWy%-NcV;_KB-eJN~DLn8wxAIph zT{%Y=k&Ayr1=U9UOY$2}wyLUxmdNIcTODXJrg_A7s}PIgSD&Ly_|8tbBgczvgT9=0 zyvkA&U-KpF!`JdL`P7|!U~9{vTARB3KkKrZ{MAISL>}D>t04SCVDq6%;U&-eP~Aac zruA9-w*nd4p7=e0nF=&FT0w_C@Tg*p%4J*bB0!SnR6UfM~zy z5sHvHTy>`D*ec3lXeK7FF?=lwN%)3`OWWiw$?3lLaQSKl&*sm5R)6?=1G=|DIJ|ZG zmBT!u1@_(Kot3}s*Co#5 z8}9$+B4|euV2--Dp!hI|-s31A!U9(gxyi@d{h@y<_--WX?R4IRkW zas@4FA6pn8O2s|=Q~0;Z!QoN71q zcn@88xlO(qNY%bsUjGk`$5FV`A-L2Dj76F%`9Ax8kbV8L+WCS!KVjGZBL@7Mqx6`o zB44P>>{nS#6JT_0K5N?hIXyph`0FQKBvO23!ACLOQQsJNSdDL%Q%dK>g_e0)yHz%X{A@ABp-o4 zbQVsbl6VdRd~NayXSt5ZHVe0SOpjJ>Dx6Xtz1yKB?VXE7oXU#BXD25n=6EC@r4t>k zrVbcw@M7C8bK07|jh{}IKJS+C-SGqQ_vr&4GDR;xz1;yyh*f%PW_fm|>PibUP5u;# z3(5}fa)$5aXk7|>{d06}v`*~K*t@XWkMP<OlH~0 zTJf=y+o80K@i1S{$=J%WLJSM3Fpx^A4QS2f@)h!4C5J%&|_;P1Z4I z=Y*GX*uYoSBwvXMzpFsj;Z&CUywLy67%iy$c zpr^g)1kDp!p0@u>(Z@z|rRLNtP2gLjWKgT%xEtkS3%nQlWp2ZnUltt>P(q!gg(|GR zXykhjam%fe*BlgsGGL5FRV(+y!TPErf8kAe6Q{}#IENh3t#m7mM=Ke2FHz$Inxbi5 zuaZao6?z)@hm_zYT~s&tvD5?3%?D8080}CO`oLfOefK4=hbA<|ADooK^%p<$!07s$ zQFolDN5Cznz~7Uy;#iB$a*HGK?ruB*E>Su4NnEB3e2KH=(e#7q-K@gaq05KO`a5yC z1gG0!=4{mBcUhcfs<^rJcX3k=J#0U@qbu{$4qkK#9VShnWdr%W_lv%na~{@<4~1n- zRe4U8O)HspHg+yHH8vwwHC8<~gCEtENM_`z$Rm+OW|-aRFZu@R{F;jEVO>cj)L?&6 zMvjEhR&`%(@JP19rd|ap`3bi25!|n-yz0`Gf=S)fPb=h8$KaXy;i>gZkDL#4s!!Qc z)XGl8GR`KFGxqD$Tc_uHx<0HS6!OEoEZ3J?$SpA(K2;P4{t>O~h0J2Qww@3fIzWTk zsxq3;cRxv`_d*W4y+VB0LW93i9X!iPc*BVZpZx%>MpK=pL!FY{R%P6C7kN?WZ5kx^ ze?=wGN~YA@M2zn0>M8d3UOM>PR81vlfJ0naM<@6?XV6OOlk;NH0p5tgzpAv{EqJ}X zX?>W(aEzpo8YuG`DncxDzAk5Xrt{gM7pf*+r=K;8dThSC4cAC5Mn_w*_{!GE2Ng><;xFl6`A zMcqnOQCmjVng*o5b2V9{nP$%qQ(tsYTi-8|g!6H)%D<}&?MvGA+>qdBt?AV1+uiAx zFx^Gu2Y1uccEdT$!|I))Grfh%sg*tTDvlzor>)wmh?`(hH_DuwFirNkCGp}VLgKF%J;1N{^fv96kXf^%`v zgyEJM>k{k5i+d8^#aHV;dOUs(XE7&zEP?cSY!FSP1F{8)UUIe61$ z>dWYVj_cd0NsTzw{wyxGj>J!1qzb+xT0L4Lc3bRJ>|m^gs^T5p+%M_tuANrPxws6U zox;!dw%8o!;wqENT8b^7;b$`8a$QwjnR=}j>rLzfBM*@~ntWCjH_5YBE7v(U-elEd zOFF2VXag_vDP5$GwYE%ZyuIC@Y%Srhy_}a1R1yPa zP0wRVs_^#Dt)|J1Nvx?N7^TKYQaN{Z$1jl^eG4ZV0YiGw&Q78cKgh-Hf{v%^IO@T4 zvSD(-ziOp5Fr{`*&td(tulOl9TV-Lz!B1y}Ggy}5^G#nd7Zw}5cb4MDSE?NknUQ=q z)?+EwzmDFD@2JeL$r;L&Tn8PoT{CeLv7)vOmx}u@SzL0ic+$O2(l8bIVfkBa9LOLz*cyypJjWm5MtM{VIMj!_T-T)( z*2!H>2630Hsl3yWiwb17DDq{>ccRI3XznQPQbVa{Kk#;dJGDEdd7YGWCoRnEEKemk zPZdQgf6Z|D_#BOQfAh`<>78z_d3-j(llT%vO%YE=OBN8%D=s_t!w- z&fq9-b6!4)l!2b+yO;LmIc1CJ~o&CXUM%rt2`P2b27rSIvVm z?KyI&{G4qE>8-s6zw#@!?-acJ0B58-hny!=7?sskQGCT24ENc@Me*-i^+$Jo;D4DB z+m`BYZ)SC~EPCky8c*Xf)!Fz2GCRom=|QFJaXB%B()|D1Hx-x@g^EzqAxFUbj#CtKSBA>5q>a>g_aj_)jW<>|FV% z1MBJxdR`6t0#x-0>ew>ykbkfpOGSlAGN_rdl?^hkI6dJ_va$!%Bln0f*CZcv0+xs{ z!Q1mSKW7+i)HWphz}2&qg>5-DI;^rLnCoSWiefpxHsi%y&Tv3E#HO;9G1Ve(SdtH-}4~I zYz6%lL5KgS$96gXC=XThlXTOQ-1iAN#cTWw@|*j(9&}W{uy#N9rqG7lYLzBTf7IRwqp=^@ zJjv&AO$TTVex({%=+S@2v-gmg5zUowKP}hu)kEJ|K|Sjeu*a!af;Y`rI-~=*>4whj z-&CtFv z4xS-vdQXPbP8QX~XM{TAZB;|?a}54z*uKEyRmqw3`Xmgbz4P&`+~i(4RlekX zK7W2!GWl_He4Fa~1AfmBQ`6?Br#*$``!D?#GmAdq6mpvx+$R&q z5*y%IEA^xPNF8*F>YxVy$0=@@lK9H8G{2W4aWi2n>BlQVL;Dq7R4jL1CuC>Z-n3rU zf3g2!kJ6iuj*g@K_$hLpPOyUds;hZzTlAwmqf0XMjBgjem#E}EQSH6$4r?v)-vReX zrS{(lY3bvcE|^p-#|LP?Y@&?SLWVz9wSAIy_C~}`q!-$vX^Sny;#ND#akL>=)DOh z_<1|j0E2zr1NLxHwfWV~P8HQj;2h?`rT)g-U6EBqoR_SuSawEME}Tbx8B|T|bZ>Y3 zYCYg#O6(=K*k&D+eZ-V}+5c0yw1P=B5r5vZwyF24>AQFrHapKbTIe)Q!WfQFw@juj z+=;)b$?be8Z;KkT%rN8dsJt_Q%Q|jtrnCGGHuW>C^sIkZfz!SrA6hEU*eUs@vjV%8rz( zDu})+i&grN4w!ZMSL&|R<*7?@yr#;*WVcg_jO0?-8sAYdeLv`x!i23yB!xAW>D~ z<>EV35+k?`25-(M_?*8ioBBEZi}ZFT5>*Wo#_1&P<+Ibyz8ePp_=;P^KJM|s+vWjv zav!m7dSohp=b3s{Ux{UKKB$#;w+^H`bgW*Cjo@`qNZs(C_KfMjv<$7BN}35=uQY;NZ>G zCM&3!D&X9M|5=!0F~=T$Rjep4o7$@$|AN-?TfggB5$0~)sXf&c14Ni-^-o5fpK%zG z8W7ZWqiikDGAieuVqSI>k{BFB@ za=`O)_IHgoO@Qi#`8VYi3U_VBum+Pfw{zC0?7;1%-| zZTT{2?o4rFq$u$c&By)XOt!k>OW*fJk*$JED)fb{q)`l-lm}EjhoNGf#m=qz6UxCk zI`acrsN*X;GhbF4NaRoazwf3kT>_n{k$5n%R%b;kY(*p~*ou`{8{%P6_uAHx>6;CV1+j&TALv(ZWEIn8e9VQQQMj5G^ieO|utWZjQK-bTWL{?;+~EFDK7y`&d8 z3!cb0YzqBWJ*ZRlS~to#4V@hYcYY?(jIO>ThV$FRV?KT!Qajunnj|~Dj!vT{V!)%E zAL?_5YGaMDw#jGm%5^H*&n4~sz%~3&9BxKOb*C89Sj{ocztcsDrgr)WRm3=**e`hw zZne&;se^~e73{^6>hN#Hi)(ok1V6w!>cP{{)-b2$Kc6=Wqu8B}cBG$s3~tg?oiSe} zzs;#wCqo+!muet#g;-Xa-&+^l#~Iw-2suJ&I?;i$re$i0rCxsmlX`;}&zqv`Y|B%b z)LLz^*sczJEr+~(3r8BD4sW5Zd%_*t3s$?5Cboe6-9m=@rjyZ$Gt9`(tEz{YoC2w_7(I~N1Um}PTk9p-&(M!FlVNwexUxC!gFSCbd!_qb+=b{*S~6K zPle0>fR#H$-&9yXQs^-ngVWxSy4GyuvT!`O#UKaC6*(Nu=B8FAMwLFZ|s~deNS`gPgJN8+O(I&<0&1#F%W&!+*!5E9Z zC?EScI@vUU&CW@UL)$iadh@CK*ndN2P$TSKqKM;^QX=`9L==9Op#Lp{BR z_u46l)OS`Jb;1c}U?}xTb7!rU^BCqg?GM@lyh%f+{}Hdl*XGYzSF6k)P+837lUox4 zxjo1Gaj|=3Gd%k{{%8|%7r`ImO*rj%EASY%z=hth=FwxURwb;k=2(Fjo~@GpSymMI z?K@$D&pH)d)ZDGDJFT$aHu?Vsxy>0rPqQwmaON_m^6umOL$ZXkO>Jp8%sRWH-Ez$2)A@WXff|NCRm8W9BT~ zrRzU`WPeWI|L3W_^;A~^Boq|eIjJ>G zYbsLoPwQe9K=A(`Qpzz!xSJF^=y646{~|) zjhBwr4jZ{)`Eb2SfpK8o<`t_c(tERz^LVxZna;dAVmEzl* z=8DzQbCIpe{)I+xzG=ww60@PT+j%)xlwD28xE_Kv5r&Y=BJ@(shAgeK4!f;m z@YQnS!!0@ii{TOi)*3jxwsvlqTk|0Pq95e;l(W#?y?s!&Q%&!6V<-0>D>se#CU<<$ z{0+cn46|m+f|kQtzl6AcV1@pp-<_Ba>iRtTpmt~Oamu#B0WN0VCTr`CCz+}42(!nI zW4{fb$tvS_Y9Wryl1-)h86ETztk8RrsjvSge$Dsky?GR_-Nt&$nr;Pr^}Np3{IdUI z^s@Od7735#33bOwD~0~=HjH&Awen=V_K)_~F5OC@k1zCGggMkT#DFV4b8ph0kl&5E zd{#jW7ennorNA0O+1Z^x^pk%2JrK)UxTdCh@Q122b|uyF)iXSsg=Nbh@CZzzpbk3h zQ!4G&sqO5dwLC!bMedE<7kNC=#F=Qs&-vCMD~W95H8$HCV7*8c(pXJiNhN*}=RJ>~ zZ6gTI9-PRt$?cL4!2v?gPDvX0pZ$(+SOsMqABv}cdxi>oCaa6`Pw875F55oE*SHT| zN9Dv#iL<;tzK$<3eeC6UCF>tCVx>;*l{%9y=wf}v$1AJ13uY9`D3Do%r&@)qdv(}! zz|M{po3}zTO4GHxO2e`uvLv!Ax;45gwmR0qS@}^noAe%-Bm*%}4JwS5MM|@WFlRxL%%z!uY0@a)KW2otx?B z|2B(ph`+B0P3d6SN??W?$auctI@8#lAI`)-8As($JNbD0q|#VqdQv}iMFWc2Qs&3x z#d4R==&ah+U1wl+{+4U)#2%h-Cd22}kuSBADRmPUJNQkS;Rc(js$RxueC}kW(h|Oc zFW*l;R@+_-9=^eS?qe^b^{)mmz>j2B(>!NObNq8w^U(P&XO_}f_xM{r|5bZ=uGvzWn3mUoZdR?N#PiK1oZsh_dh&=VyntOeg4O^=c8{<#i11 zVfur|-Q!{Y(@A)8K{2m*v^ZzMxE|K|v0G`&UrBozi}41ndEK<#+(90OOij^~bS{$R zR%nX*{#uoCYwDMD!%xB*($(TK=s26wxLghM-cG?bO}y{r9ti%T#W75QziooGSUp-W+E%>8)nO8Qc-Py_CgA8pd3 zbX?w3MHMmvAAMSmbSDnNH|xyRW! ziow1%^lGed*2ch~r#X3hRVO#VYoGNTzU#XW!FmsNqJ}%I3!Sboucq6TF8rcTUg_-) z`I`o#3{2=wJKF>Dv4QC<)N=G=xKwh?|s?%G|25% zeHW?figI2m;#%`0|L9|{t47MhdiRSnpTo|FIECGG0W{{vT7h$0f)-(inQLq0cI!At zABG2%Gj(794&@S0tI+d(T0YPN+I3dV+|!N@ofK_oWH+Y%lzL<2TC*x!MF#Mb85|iC zd4rEqvq)R2p-N`R{7WS<18&o85lXcN1rzLq)j=iy4%@@Tjz^i`R6 zJU_NLc6C}Q3fj791=Gr>t)e%-pAW)}=v3_AB@y!R$Wl1m&Enu9DD)#@;7O0rc-Y+| zV#Q^(+Z^%sS$S)5F@Kkwb)pLLIXu<1e(na3c1vq39;^lj&Jj98PjT>gj`z(uT^7Nk zdJqKaZPi6zOvc+@zeN8M`j6^RpV#mhgqfXvGTzGgokP_9W*RJU8VbW(o2ye^qY!+> z%d_+!_0<-^^XzV#ftp@!mphfk<%M&zgSKy;>SCPQYo5pVQ0D&3fLRUo`|J`M@|bWD zbR0!tP1*9#v!X!gTP+QtYHWwUWq*&Mw;iNHZ{pwCSt;2wWK6B~Le=sU>#6(S#-VQ! z!7AYiL;ulYQQ|kgo=54}lej(HLU-Q7+NkfMs=YT>cK@%;r~(eV0W_wW%(IF29(I4< zsS>^!3tURiP;M3Jr5uhssF;3|VSOzN|HAv<>9YGP>1x%&?euEeX@C%%lx`^AyLERSF>h4^TgQ=%wSihJuG+hqW3r5utMs;KA z{*-LHXBWnMwm!XX*o#W|i{qlj0`coDN|0vGb1nC3+2rF;f%$5wN9nYFaGzdfN=S9S zLXSf*dSYzndj7I95;(8Urp5eATl$uM&Jv03vZ}6nF!IDNsk|4%Zb$24ouc~Ko?atf zLs#Fr`0IK<@5*=}BQM{KbMVZ6>5{T^1>DZ5CiJ?Tr8jSkj~wcpe;geZZKE&g0GGj1 zyqZhl{7%R6;Jla7gVc#lG|%;{`nwiANI!h$HWL!=lO=8vRo`@v)P@tLC1=4B*SXgQ zLP;LLUnJ%F9u_`Wh7e|avKeH*XGCZy$#Vhh;I(P+1v5gJ6=xI#f zTpd|0GxBF7XZ(=(ibrUFovUxDHfEU|la=V2@e1bSL`Ew)=Td6Ji!_qu)!faTh7r6$ zwu=+j(SbiBr|)e?cNcx{lrbH{=>=x|bv3}d)+#+373|?DFw`_0^kZT`7ZIT|AKhp9 zF+Ss^D+cZ(p8w%4{f8s@VR!tJE6cFn&FOFV`QGi_XSuSs_?h2eL)O6Bf5##2qRiUj z`>&+a`Yh+Cj`w<=81_e2L1(QSgm``SAGq&|Q0(V9!3_0N=2AfX>?fSNay_i-DY(o# zvaNCSQd8XXYO^W84Of`RN#s-U-;r z!}>I5YUP|{$K&yhSmLi_ z8SB-9aokfw&+uZg=|;@|1nm74=lZ_r?a_z%-sIDBF(K{av{Pxv((>iLiqk=^+&`-~ zUXw{>#LmW^jWvtS#C7bC{Hsg%&d59d+RG_LQ-|w8ya&H?N%z(~J|JPf@m73MGicjU zU18xFY^M{WUed#E#amQSS3KMEAOPjA48;R{p}X#gvrsp)R_32{Aj{=M8?o8vp-qMP z$X=b9oOw{E#Z(HB7j$DZ!GQ-pe2dS08oGN5PtirU!&3d!oA8z^yf@Z<@1?5lrtavk zdv&h8xkWy65dO6vZ}$s5?Fu{e8~^jSU0YpM5xBNw9t`z)@P~8ofZs4%m)$&=ZAbXv zqwc5n>VpZ^R_ehE@}~c?Gjnj;c6f@*GO=l}t2c0aeZxJb#t$`0RgB<^*pPuD%rJG% zP%&n#pSFljYKNRG7Z1bAG;s}eZH4)mP5u1Fes)v8L1(Ar11gb)T%5P?az3aJ_<#wO zn>>O`a9y+LYQE9~`KSNAPKDZ4*71$_amoHKChlBkhh1ye-#`a=r-~tXBPI!mM%>E{#d!isFbV2^$(__m zBtI$Ezwe%_fUVs?PukwR<4Za}-=VtA(9_n7gK;9BjsYA)DN;9w3qMPbemOlFzs5Yv zW;t`^SK-6&#T);VSm*2@@IIODoX4UiqPN8w#PULKKS`VGr0h*w zNi*`26LZ0NX&QSZHa0pax-RlH4}?RUQVOMZ@Rxq4%D9uB^Cx#pFVDvv?yy`O@wU0s z=212ba@&PjfQ>L$<>Xi=JmVAib>C{2%!K}Q#?Rpe=zgK^uXXzkb1)AmWc zrfa>HE|lDfedarF!u#)|k13S6+F#xQ!@no-8m&kYr---t+5V09tA@{eHD|xh_2~U+ zB1RrJbybK`UD2bK+PPSE=u@5RP9LH=7~o|Zr1p>u>Rt%aM7iy8EcZ2V^eXDUJM87^ zUTWl=pk`Dyuj;-U4qF&Q)$x|ST@Tun@KrO_-_0n?uT$MzQI%itJs9;ocQtx3)$(0lYRJN_&rXH=7Ib=o|MC#`|2E3le4d?hCi~>Qk|hsX z1$XM8GRc?ylRduF`U%>VMU_%lr9Y5H>MQu}CbiWbSi?zr^{d5-;Nd=o3&csDTJ`u@ zkFe`j$Y<6&5v%Qm#U8^MqV8ll&2;?2BG}YwQDME^yNWNtEIV|t&+mfmXz6uJk8MDy zMtk(X*VlB;nJBAHs83xH_}n+t5QChVkLAzPp|}h1grR42x&H94=%(g*J=w=c(H9QG zjt8fl`Tl8J|tH&ie^IPc#TSA;(%jrn!3d0S$ z@(4C>Ena*m6>ab+t50!QTRgcd~=>gdO~$$1N2 z0Vm*W0b^)D0l&`Qf0Mq9H)U6=;oZTN`w7g{T;6(lGB1k`&u8p`=|7ripucsU?CH_? z`SjD~?tLM4=&e3<#}Jq z`+k5ieIA*G2Y)S^KUN|(fF@+KdEX~u=VSZm(WmO=yPNiW0l)J|^nB!r$U~7yI(jd` zCW2-r=q*R{9efbanv{IlB)(4}h;4O+m4myVlr?^hwHhS1YGFQb*`zgio9^z~h}>$p zzcV)-Q-9gemCUQN24d}snThcw-_h0?t)S2OGj{6EU8E~xCYEny;xlei`xB3FnOcG& zzfmvjX!Z03<`oU;F(%;i4risxlpd$-7;pFPqYy7jr+GJj*avca-E!O6Cq;vO^u~uE zPFG!tXE&z!p8{<<#GfT!QrvvwRE{R+{HDM0zFMeLW`fu--l?9&Kl5uD&DSOa(2dJ| z4$ypbaYh1WJl@IdKzZI=Egm%PZ_Bejk!?+vZB23pN9Y&)5Kb@)k9!Dy{GhyR4V0iNl$8d1Tx>_NaZIPcVE9xei`ZgHIJ<8o+Rlz?8cr|3!^;uX_JuDE0X(dGzb_ z=e3pp$|5&QS4j6Q;(VAL@{z|jXxrBD6@D(Whk3uHGk4LSekB*5ZhZv9c~kb?5NcIW zCbgUHZn1ua&$wo+Pi#$Gi#MK6QPhQ)o}ao82;S?aJV?g6HV>Sb;Qm@(ZR$oY0jz z*1Wv7c#S(%;JIn1w(yf0hVN@gcOE=IuGiOlm{v;_+$fIFS$^&)sMKw+vM-&W z6n&HVcth=@;~Y)t^c3A%ZCa40V6Gox<~GxLT~ek0Bft8D;-jd#eHf*CSNTh0EG=UPG2?R;#@85-(U7drKNvjQZuGOBQo#go-dnF!a~3}pJ5JjT1yy2slK#@= zxS9risr(^Ke9EOlyVsuYBJRFswXplIDS8Yk7S`>YqHzU&_(box+~< zgT~%(r&N|_*MvMhMRnRm=U-r0nnN{jmVKvFrtHZTOWvQWiaex?s&xkDjyfjcJ@+scBv~L%3o8&{0{o@mU-r*nc1R9vy5$tAL%BV zC33-am%yw#$9q#7){Y-C*L49u=aK0%(?8)i^;`OZ^t$mzX7iniuh&Dp8UC3Ihuqw= zwcae>hhP^Q>Er8)k&`3+BkQ7{N9Xc!uFqHMQ}xCY3iZKhlPO0YNShj48oLlpj#bj{ z`WQ^N3+!$*9n9}Ai#t3P-_g3gj4cX&ch@>4S^E2TyQStjAz_+Q4LR(2*uxy_Dfea2 zS_CdSFbqNa`lMUo6KL)^eM>#%h9&VB$7o)*#W$F0@U@7zJbsk&Hjj?RhH9q;ZiYMc zIt35+K~BL9_US}7^l3M9Nm)^OXlw}_Uc~$9GN)5A{N3vCFR*^W>E=mHdL_HOur8*e zrmWwCCI3Kfc1CX0Qq}N{O5kee=4r@PnEAF@bV=bJcPDnHEv)EOH*HsUZJngY{9TuH z6Aa;#Q-c56GMQLcy&898QUdy0j8kELze`ruRgkh&EMbZ4xSw$^#(hb4CslYUdw+}d zJQOMT&K}c;cN8YHh3@GqANdUTH6H@IRXMCElXB3=_hI%SZq(4t7jzy=Xs8aS9EZ>pkyF)y=XR21y+MQC4U^H( zxha`?D#t@=GIp@J8@ebAXOGUO|M7%-!d;u;dr$M5Jdi8Qc6wb+nvPd_-Tps~9c_;l z+Ut314rSQ^gK4F|^|)DE{owp%%)waa9Q^*KgY=b;R|` z_Q^fsatHtZFo)3{=dXPluk<%8sP>h4`gW4CcgQvxI}Mk4;QZ|7|AyjzIj-SL?86M0 z>@Y6NZ}J!H&7trU=sl$k!6uR(d6c}&|-T75*1dp5HLZO4z8?xJ>VRdq%QI=}rqXFr2`_4n8f7RA3- zFGpypS~Fx+pqQ)xJO%(oRHp z8luz`!t@O9{|@Tu7bv%br@{U3tZQH~XK>mZF%%2Lhgl-WV*ma@wX(@a)?=3!nC3J% zxwG1$uHL{>l)!N}z+Sqdr4)tlIhQr@IDz}@ty;~xa?Fj?;>vnaxR`t8dAMZI$mNA% zz6XUWsAplheEUT#a7k78FXpuNjrYJ_+(~m=oXYlk3d3fm8?TPn@;U#Siakqa)zL(| za&nIF9Bz_bZx*L7d7SQowf6Pbeu1Z18Cet=!W$<{N_)Y17$TQ?FZOnPD{7;JN{7s%xf6)(C)64p%(-L~UE?c$i+WvZwe$p$KrS{FQ>c4Eau5