{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "#縦孔内輝度値反射シュミレーション\n",
    "\n",
    "#   均等拡散反射\n",
    "#   円筒形空洞\n",
    "#   影あり\n",
    "#   カメラの捉える輝度\n",
    "#　　解析\n",
    "\n",
    "#ライブラリのインポート========================\n",
    "import math\n",
    "# from tkinter import N\n",
    "# from urllib.parse import DefragResult\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import time\n",
    "import datetime\n",
    "\n",
    "from mpl_toolkits.axes_grid1 import make_axes_locatable\n",
    "#=========================================="
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "#パラメ-タの設定************************************************************************\n",
    "#縦孔の形状\n",
    "r =  50.0          #縦孔の半径[m]\n",
    "d1 = 50.0          #縦孔の壁の高さ（厚さ）[m]\n",
    "d2 = 50.0          #縦孔の空洞の高さ[m]\n",
    "R =  1.0           #壁の反射率[]    \n",
    "\n",
    "cr = 2.0           #空洞壁の位置[]（rの何倍の位置かどうか）\n",
    "\n",
    "#太陽\n",
    "J = 1.0            #太陽の入射エネルギー][J/s/m^2]\n",
    "theta = 60.0       #太陽高度[°]\n",
    "\n",
    "#その他\n",
    "PI = math.pi       #円周率[]\n",
    "\n",
    "#セルの幅\n",
    "dx = 0.5           #x(太陽方位に平行)方向の分解能[m]\n",
    "dy = 0.5           #y(太陽方位に垂直)方向の分解能[m]\n",
    "dz = 0.5           #z(鉛直)方向の分解能[m]\n",
    "dr = 0.5           #r方向の分解能[m]\n",
    "dphi = 1.0         #φ方向の分解能[°]\n",
    "\n",
    "#計算範囲\n",
    "#縦孔底\n",
    "FL_x_min = - 2.0 * r        #x軸の最小値[m]\n",
    "FL_x_max =   2.0 * r        #x軸の最大値[m]\n",
    "FL_y_min = - 2.0 * r        #y軸の最小値[m]\n",
    "FL_y_max =   2.0 * r        #y軸の最大値[m]\n",
    "FL_r_min   =   0.0 * r      #r方向の最小値[m]\n",
    "FL_r_max   =   2.0 * r      #r方向の最大値[m]\n",
    "FL_phi_min =   -90.0        #φ方向の最小値[°]\n",
    "FL_phi_max =   270.0        #φ方向の最大値[°]\n",
    "#縦孔壁\n",
    "WA_z_min =   d2             #z軸の最小値[m]\n",
    "WA_z_max =   d1 + d2        #z軸の最大値[m]\n",
    "WA_phi_min =   -90.0        #φ方向の最小値[°]\n",
    "WA_phi_max =   270.0        #φ方向の最大値[°]\n",
    "#空洞壁\n",
    "CW_z_min =   0              #z軸の最小値[m]\n",
    "CW_z_max =   d2             #z軸の最大値[m]\n",
    "CW_phi_min =   -90.0        #φ方向の最小値[°]\n",
    "CW_phi_max =   270.0        #φ方向の最大値[°]\n",
    "#空洞天井\n",
    "CC_x_min = - 2.0 * r        #x軸の最小値[m]\n",
    "CC_x_max =   2.0 * r        #x軸の最大値[m]\n",
    "CC_y_min = - 2.0 * r        #y軸の最小値[m]\n",
    "CC_y_max =   2.0 * r        #y軸の最大値[m]\n",
    "CC_r_min =   1.0 * r        #z軸の最小値[m]\n",
    "CC_r_max =   2.0 * r             #z軸の最大値[m]\n",
    "CC_phi_min =   -90.0        #φ方向の最小値[°]\n",
    "CC_phi_max =   270.0        #φ方向の最大値[°]\n",
    "#***********************************************************************************************"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "#カメラのパラメ-タの設定************************************************************************\n",
    "i_CAM = np.array([0.0,0.0,1.0]) * r     #カメラの位置座標\n",
    "s_CAM_i = np.array([0.0,1.0,0.0])       #カメラの向きの初期値(単位ベクトル）y軸＋方向（北向き）\n",
    "\n",
    "elevation_angle = -90.0                  #カメラの仰角[°]\n",
    "azimuth = 0.0                            #カメラの方位[°]\n",
    "\n",
    "h_CAM = 100                              #縦のピクセル数\n",
    "w_CAM = 100                              #横のピクセル数\n",
    "\n",
    "pix_size_CAM = 130.0 * 1.0e-6          #ピクセルサイズ［μm］()\n",
    "f_CAM = 10.22 * 1.0e-3                     #焦点距離［mm］\n",
    "\n",
    "pix_CAM = np.zeros ((h_CAM, w_CAM))     #ピクセル数の配列\n",
    "#***********************************************************************************************"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "#カメラの計算====================================\n",
    "pix = np.zeros((h_CAM,w_CAM))\n",
    "\n",
    "IFOV_rad = 2.0 * math.atan((pix_size_CAM)/ (2.0 * f_CAM))\n",
    "IFOV_deg = math.degrees(IFOV_rad)\n",
    "\n",
    "FOV_h_rad = 2.0 * math.atan((pix_size_CAM * h_CAM) / (2.0 * f_CAM))\n",
    "FOV_h_deg = math.degrees(FOV_h_rad)\n",
    "\n",
    "FOV_w_rad = 2.0 * math.atan((pix_size_CAM * w_CAM) / (2.0 * f_CAM))\n",
    "FOV_w_deg = math.degrees(FOV_w_rad)\n",
    "\n",
    "#============================================"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "#関数の定義====================================\n",
    "#rootを求める関数\n",
    "def SQRT(x):\n",
    "    return np.sqrt(x)\n",
    "\n",
    "#角度からsinを求める関数\n",
    "def SIN(a):\n",
    "    return np.sin(math.radians(a))\n",
    "\n",
    "#角度からcosを求める関数\n",
    "def COS(a):\n",
    "    return np.cos(math.radians(a))\n",
    "\n",
    "#2つベクトルよりcosθを求める関数\n",
    "def DCOS(a, b):\n",
    "    over = (a[0] * b[0]) + (a[1] * b[1]) + (a[2] * b[2])\n",
    "    under = (SQRT(((a[0]) ** 2.0) + ((a[1]) ** 2.0) + ((a[2]) ** 2.0))) * (SQRT(((b[0]) ** 2.0) + ((b[1]) ** 2.0) + ((b[2]) ** 2.0)))\n",
    "    if under == 0.0:\n",
    "        return(0.0)\n",
    "    else:\n",
    "        return (over / under)\n",
    "\n",
    "#2点より単位ベクトルをもとめる関数\n",
    "def VEC2(a,b):  #bベクトルからaベクトル\n",
    "    I = a[0] - b[0]\n",
    "    J = a[1] - b[1]\n",
    "    K = a[2] - b[2]\n",
    "    under = SQRT((I ** 2.0) + (J ** 2.0) + (K ** 2.0))\n",
    "    if under == 0.0:\n",
    "        return((0.0, 0.0, 0.0))\n",
    "    else:\n",
    "        return((I/under), (J/under), (K/under))\n",
    "\n",
    "#2点よりベクトルをもとめる関数\n",
    "def VEC(a,b):  #bベクトルからaベクトル\n",
    "    I = a[0] - b[0]\n",
    "    J = a[1] - b[1]\n",
    "    K = a[2] - b[2]\n",
    "    return(I, J, K)\n",
    "\n",
    "#2点間の距離の2乗を求める関数\n",
    "def LL(a,b):\n",
    "    return (((a[0]- b[0]) ** 2.0) + ((a[1]- b[1]) ** 2.0) + ((a[2]- b[2]) ** 2.0))\n",
    "\n",
    "#グリッドの設定\n",
    "def grid (d,max,min):\n",
    "    l = int((max - min) / d)\n",
    "    r = np.zeros(l+1)\n",
    "    for i in range(l+1):\n",
    "        r[i] = min + (d * float(i))\n",
    "    return r\n",
    "\n",
    "#反射パターン\n",
    "def Ref(pattern,Inc,Emi,Nor):\n",
    "    if pattern == \"Lambert\":  #均等拡散反射（ランバート反射）\n",
    "        return DCOS(Nor,Emi) * R / PI\n",
    "    elif pattern == \"end\":\n",
    "        return DCOS(Emi,Inc) * R / PI\n",
    "    else:\n",
    "        print(\"stop\")\n",
    "\n",
    "#2次関数の解の存否の関数\n",
    "def dis(A,B,C):#A,B,Cの値\n",
    "    D = (B ** 2) - (4.0 * A * C)\n",
    "    if(D < 0.0):\n",
    "        return 0 #解がないとき0を返す\n",
    "    else:\n",
    "        return 1 #解があるとき1を返す\n",
    "\n",
    "#2次関数の解の公式の関数\n",
    "def kai(A,B,C,s):#A,B,Cの値，sは−1or1\n",
    "        return ((- 1.0 * B )+ (s * SQRT(B ** 2 - (4.0 * A * C))))/(2.0 * A )\n",
    "\n",
    "#円筒（縦孔壁面）とのあたり判定\n",
    "def HitCyl(s,d,r,hmax,hmin):\n",
    "    A = (d[0] ** 2) + (d[1] ** 2)\n",
    "    B = 2.0 * ((s[0] * d[0]) + (s[1] * d[1]))\n",
    "    C = (s[0] ** 2) + (s[1] ** 2) - (r ** 2)\n",
    "    if dis(A,B,C) < 0.0:\n",
    "        return 0\n",
    "    else:\n",
    "        t1 = kai(A, B, C, 1.0) \n",
    "        t2 = kai(A, B, C, -1.0 )\n",
    "        if t1 <= 0.0 and t2 <= 0.0 :\n",
    "            return 0\n",
    "        elif t1 > 0 and t2 <=0: \n",
    "            z = s[2] + (t1 * d[2])\n",
    "            if z >= hmin and  z <= hmax:\n",
    "                return 1\n",
    "            else:\n",
    "                return 0\n",
    "        elif t1 <= 0 and t2 > 0: \n",
    "            z = s[2] + (t2 * d[2])\n",
    "            if z >= hmin and  z <= hmax:\n",
    "                return 1\n",
    "            else:\n",
    "                return 0\n",
    "        elif t1 >= t2 :\n",
    "            z = s[2] + (t1 * d[2])\n",
    "            if z >= hmin and  z <= hmax:\n",
    "                return 1\n",
    "            else:\n",
    "                return 0\n",
    "        else:\n",
    "            z = s[2] + (t2 * d[2])\n",
    "            if z >= hmin and  z <= hmax:\n",
    "                return 1\n",
    "            else:\n",
    "                return 0\n",
    "        \n",
    "#円盤（縦孔開口部）とのあたり判定\n",
    "def HitDisk(s,d,r,h):  \n",
    "    if d[2]== 0.0:\n",
    "        if s[2] == h:\n",
    "            return 1\n",
    "        else:\n",
    "            # print(\"yoko\")\n",
    "            return 0\n",
    "    elif (((s[0]+ ((h - s[2]) * d[0] / d[2]))**2)+(((s[1]+((h - s[2]) * d[1] / d[2]))**2))) <= (r ** 2):\n",
    "        return 1   \n",
    "    else:\n",
    "        # print(\"soto\")\n",
    "        return 0\n",
    "\n",
    "#ベクトルの角度を比較する関数(radで入力)                \n",
    "def CompVec (A,B,c):\n",
    "    a = math.acos(DCOS(A,B))\n",
    "    if a <= c:\n",
    "        return 1\n",
    "    else:\n",
    "        return 0    \n",
    "\n",
    "#ある点（位置ベクトル）と最も近い点を参照する関数\n",
    "def SerchNearPoint(P,F,E,n): #P(x,y,z)点,F[i,j](x,y,z)(検索配列)，E[i,j]（輝度）,n[i,j]\n",
    "    L_max = np.finfo(np.float64).max\n",
    "    E_max = np.zeros(4)\n",
    "    for i in range(np.shape(F)[0]):\n",
    "        for j in range(np.shape(F)[1]):\n",
    "            if L_max > LL(P,F[i,j]):\n",
    "                L_max = LL(P,F[i,j])\n",
    "                E_max[0] = E[i,j]\n",
    "                E_max[1] = n[i,j,0]\n",
    "                E_max[2] = n[i,j,1]\n",
    "                E_max[3] = n[i,j,2]            \n",
    "    return E_max     \n",
    "\n",
    "#円筒（縦孔壁面）との交差点を求める関数\n",
    "def HitCyl_2(s,d,r,hmax,hmin):\n",
    "    A = (d[0] ** 2) + (d[1] ** 2)\n",
    "    B = 2.0 * ((s[0] * d[0]) + (s[1] * d[1]))\n",
    "    C = (s[0] ** 2) + (s[1] ** 2) - (r ** 2)\n",
    "    if dis(A,B,C) < 0.0:\n",
    "        return 0\n",
    "    else:\n",
    "        t1 = kai(A, B, C, 1.0) \n",
    "        t2 = kai(A, B, C, -1.0 )\n",
    "        if t1 <= 0.0 and t2 <= 0.0 :\n",
    "            return 0\n",
    "        elif t1 > 0 and t2 <=0: \n",
    "            z = s[2] + (t1 * d[2])\n",
    "            if z >= hmin and  z <= hmax:\n",
    "                return t1\n",
    "            else:\n",
    "                return 0.0\n",
    "        elif t1 <= 0 and t2 > 0: \n",
    "            z = s[2] + (t2 * d[2])\n",
    "            if z >= hmin and  z <= hmax:\n",
    "                return t2\n",
    "            else:\n",
    "                return 0.0\n",
    "        elif t1 >= t2 :\n",
    "            z = s[2] + (t1 * d[2])\n",
    "            if z >= hmin and  z <= hmax:\n",
    "                return t1\n",
    "            else:\n",
    "                return 0.0\n",
    "        else:\n",
    "            z = s[2] + (t2 * d[2])\n",
    "            if z >= hmin and  z <= hmax:\n",
    "                return t2\n",
    "            else:\n",
    "                return 0.0\n",
    "\n",
    "#一つの位置ベクトルから4隅の位置ベクトルを求める関数\n",
    "def VecOneFour(F,u,v,h,w):\n",
    "    A = np.zeros([4,3])\n",
    "    A[0] = F + ((h**2.0 + w**2.0)**0.5 *0.5 * ((u + v)/np.linalg.norm(u + v)))\n",
    "    A[1] = F + ((h**2.0 + w**2.0)**0.5 *0.5 * ((u - v)/ np.linalg.norm(u - v)))\n",
    "    A[2] = F + ((h**2.0 + w**2.0)**0.5  *0.5* ((-u + v)/np.linalg.norm(-u + v)))\n",
    "    A[3] = F + ((h**2.0 + w**2.0)**0.5  *0.5* ((-u - v)/np.linalg.norm(-u - v)))\n",
    "    return A\n",
    "\n",
    "#3点から面積を求める関数\n",
    "def CalArea(A,B,C): #3点の位置ベクトルを入力（A(x,y,z),B(x,y,z),C(x,y,z)）\n",
    "    return (1/2.0) *  np.linalg.norm(np.cross((B-A),(C-A)))\n",
    "\n",
    "#ベクトルをx,y,z軸回りに回転させる関数(x→y→zの順)\n",
    "def LotVec(A,t,p,o): \n",
    "    Rx = np.array([[1, 0, 0],\n",
    "                   [0, np.cos(t), -np.sin(t)],\n",
    "                   [0, np.sin(t), np.cos(t)]])\n",
    "    Ry = np.array([[np.cos(p), 0,np.sin(p)],\n",
    "                   [0, 1, 0],\n",
    "                   [-np.sin(p), 0, np.cos(p)]])\n",
    "    Rz = np.array([[np.cos(o), -np.sin(o), 0],\n",
    "                   [np.sin(o), np.cos(o), 0],\n",
    "                   [0, 0, 1]])\n",
    "    R = Rz.dot(Ry).dot(Rx)\n",
    "    B = np.dot(R,A)\n",
    "    return B\n",
    "\n",
    "#底面とのあたり判定\n",
    "def HitFL(s,d,n,x_max,x_min,y_max,y_min): #s(始点の位置)，d(方向ベクトル)，n（底面の法線ベクトル）\n",
    "    t = -(np.dot(s,n))/(np.dot(d,n))\n",
    "    x = s[0] + (t * d[0])\n",
    "    y = s[1] + (t * d[1])\n",
    "    z = s[2] + (t * d[2])\n",
    "    if t < 0.0:\n",
    "        return 0\n",
    "    elif(x_min <= x <= x_max) and (y_min <= y <= y_max):\n",
    "        return 1\n",
    "    else:\n",
    "        return 0\n",
    "    \n",
    "def HitFL2(s,d,n,x_max,x_min,y_max,y_min): #s(始点の位置)，d(方向ベクトル)，n（底面の法線ベクトル）\n",
    "    t = -(np.dot(s,n))/(np.dot(d,n))\n",
    "    x = s[0] + (t * d[0])\n",
    "    y = s[1] + (t * d[1])\n",
    "    z = s[2] + (t * d[2])\n",
    "\n",
    "    if t < 0.0:\n",
    "        return 0\n",
    "    elif(x_min <= x <= x_max) and (y_min <= y <= y_max):\n",
    "        return t\n",
    "    else:\n",
    "        return 0\n",
    "\n",
    "#空洞天井とのあたり判定\n",
    "def HitCC(s,d,n,p,x_max,x_min,y_max,y_min): #s(始点の位置)，d(方向ベクトル)，n（底面の法線ベクトル）\n",
    "    t = ((np.dot(p,n))-(np.dot(s,n)))/(np.dot(d,n))\n",
    "    x = s[0] + (t * d[0])\n",
    "    y = s[1] + (t * d[1])\n",
    "    z = s[2] + (t * d[2])\n",
    "    if t < 0.0:\n",
    "        return 0\n",
    "    elif(x_min <= x <= x_max) and (y_min <= y <= y_max):\n",
    "        return 1\n",
    "    else:\n",
    "        return 0\n",
    "\n",
    "def HitCC2(s,d,n,p,x_max,x_min,y_max,y_min): #s(始点の位置)，d(方向ベクトル)，n（底面の法線ベクトル）\n",
    "    t = ((np.dot(p,n))-(np.dot(s,n)))/(np.dot(d,n))\n",
    "    x = s[0] + (t * d[0])\n",
    "    y = s[1] + (t * d[1])\n",
    "    z = s[2] + (t * d[2])\n",
    "    if t < 0.0:\n",
    "        return 0\n",
    "    elif(x_min <= x <= x_max) and (y_min <= y <= y_max):\n",
    "        return t\n",
    "    else:\n",
    "        return 0\n",
    "\n",
    "#============================================"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "#カメラのグリッド設定=========================(カメラの回転に注意)\n",
    "SUR_CCD = \"CCD\"\n",
    "a_CCD = np.linspace((((-1*w_CAM/2)* pix_size_CAM) + (pix_size_CAM/2)),(((w_CAM/2)* pix_size_CAM) - (pix_size_CAM/2)),num = w_CAM)\n",
    "b_CCD = np.linspace((((-1*h_CAM/2)* pix_size_CAM) + (pix_size_CAM/2)),(((h_CAM/2)* pix_size_CAM) - (pix_size_CAM/2)),num = h_CAM)\n",
    "#===========================================\n",
    "\n",
    "#縦孔底面のグリッド設定=========================\n",
    "SUR_FL = \"FL\"\n",
    "a_FL = grid(dx, FL_x_max, FL_x_min)\n",
    "b_FL = grid(dy, FL_x_max, FL_x_min)\n",
    "#===========================================\n",
    "\n",
    "#縦孔壁面のグリッド設定=========================\n",
    "SUR_WA = \"WA\"\n",
    "a_WA = grid(dz, WA_z_max, WA_z_min)\n",
    "b_WA = grid(dphi, WA_phi_max, WA_phi_min)\n",
    "#===========================================\n",
    "\n",
    "#空洞壁面のグリッド設定=========================\n",
    "SUR_CW = \"CW\"\n",
    "a_CW = grid(dz, CW_z_max, CW_z_min)\n",
    "b_CW = grid(dphi, CW_phi_max, CW_phi_min)\n",
    "#===========================================\n",
    "\n",
    "#空洞天井のグリッド設定=========================\n",
    "SUR_CC = \"CC\"\n",
    "a_CC = grid(dr, CC_r_max, CC_r_min)\n",
    "b_CC = grid(dphi, CC_phi_max, CC_phi_min)\n",
    "#===========================================\n",
    "\n",
    "# #空洞天井のグリッド設定=========================\n",
    "# SUR_CC = \"CC\"\n",
    "# a_CC = grid(dr, CC_r_max, CC_r_min)\n",
    "# b_CC = grid(dphi, CC_phi_max, CC_phi_min)\n",
    "# #===========================================\n",
    "#空洞天井のグリッド設定=========================\n",
    "SUR_CC = \"CC\"\n",
    "a_CC = grid(dx, CC_x_max, CC_x_min)\n",
    "b_CC = grid(dy, CC_y_max, CC_y_min)\n",
    "#===========================================\n",
    "\n",
    "#計算ループの設定===============================\n",
    "#カメラ\n",
    "M_CAM = len(a_CCD)      #観測面のセル数\n",
    "N_CAM = len(b_CCD)      #観測面のセル数\n",
    "#縦孔底\n",
    "M_FL = len(a_FL)        #反射面のセル数\n",
    "N_FL = len(b_FL)        #反射面のセル数\n",
    "#縦孔壁\n",
    "M_WA = len(a_WA)        #反射面のセル数\n",
    "N_WA = len(b_WA)        #反射面のセル数\n",
    "#空洞壁\n",
    "M_CW = len(a_CW)        #反射面のセル数\n",
    "N_CW = len(b_CW)        #反射面のセル数\n",
    "#空洞天井\n",
    "M_CC = len(a_CC)        #反射面のセル数\n",
    "N_CC = len(b_CC)        #反射面のセル数\n",
    "#============================================"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "#ベクトルの設定*****************************************\n",
    "#太陽光ベクトル(i,j,k)\n",
    "I = np.array([-COS(theta), 0.0, -SIN(theta)])\n",
    "\n",
    "#カメラのベクトル設定===========================================================================\n",
    "\n",
    "#カメラの回転\n",
    "s_CAM = LotVec(s_CAM_i,np.radians(elevation_angle),np.radians(0.0),np.radians(- azimuth))\n",
    "#カメラの基底直行ベクトルを計算\n",
    "X = s_CAM\n",
    "Y = (np.cross(np.array([0.0,0.0,1.0]),X)/np.linalg.norm(np.cross(np.array([0.0,0.0,1.0]),X)))\n",
    "Z = np.cross(X,Y)\n",
    "#============================================================================================\n",
    "\n",
    "#カメラ(CCD)の法線ベクトルs=============\n",
    "s_CAM = s_CAM\n",
    "#カメラ(CCD)の位置ベクトルi\n",
    "i_CAM = i_CAM\n",
    "#カメラ(CCD)の微小面積dS\n",
    "dS = pix_size_CAM ** 2\n",
    "#仮想スクリーンの位置ベクトル座標\n",
    "i_SCR_i = np.zeros((M_CAM, N_CAM, 3))\n",
    "i_SCR = np.zeros((M_CAM, N_CAM, 3))\n",
    "for i in range(M_CAM):\n",
    "   for j in range(N_CAM):\n",
    "        i_SCR_i[i,j,0] = a_CCD[i]\n",
    "        i_SCR_i[i,j,1] = f_CAM\n",
    "        i_SCR_i[i,j,2] = b_CCD[j]\n",
    "        i_SCR[i,j]= LotVec(i_SCR_i[i,j], np.radians(elevation_angle), np.radians(0.0), np.radians(-azimuth))\n",
    "        i_SCR[i,j]= np.add(i_SCR[i,j],i_CAM)\n",
    "        \n",
    "#カメラの位置ベクトルからのスクリーン面に向かうベクトルH\n",
    "H = np.zeros((M_CAM, N_CAM, 3))        \n",
    "for i in range(M_CAM):\n",
    "    for j in range(N_CAM):\n",
    "        H[i,j] = np.array(VEC2(i_SCR[i,j],i_CAM))\n",
    "#===================================\n",
    " \n",
    "#縦孔底面の法線ベクトルn================\n",
    "n_FL = np.zeros((M_FL, N_FL, 3))\n",
    "for i in range(M_FL):\n",
    "    for j in range(N_FL):\n",
    "        n_FL[i,j,0] = 0.0\n",
    "        n_FL[i,j,1] = 0.0\n",
    "        n_FL[i,j,2] = 1.0\n",
    "\n",
    "#縦孔底面の位置ベクトルF\n",
    "F_FL = np.zeros((M_FL, N_FL, 3))\n",
    "for i in range(M_FL):\n",
    "   for j in range(N_FL):\n",
    "        F_FL[i,j,0] = a_FL[i]\n",
    "        F_FL[i,j,1] = b_FL[j]\n",
    "        F_FL[i,j,2] = 0.0\n",
    "\n",
    "#縦孔底面の微小面積dA\n",
    "dA_FL = dx * dy\n",
    "#=====================================\n",
    "\n",
    "#縦孔壁面の法線ベクトルn================\n",
    "n_WA = np.zeros((M_WA, N_WA, 3))\n",
    "for i in range(M_WA):\n",
    "    for j in range(N_WA):\n",
    "        n_WA[i,j,0] = - COS(b_WA[j])\n",
    "        n_WA[i,j,1] = - SIN(b_WA[j])\n",
    "        n_WA[i,j,2] = 0.0\n",
    "\n",
    "#縦孔壁面の位置ベクトルF\n",
    "F_WA = np.zeros((M_WA, N_WA, 3))\n",
    "for i in range(M_WA):\n",
    "   for j in range(N_WA):\n",
    "        F_WA[i,j,0] = r * COS(b_WA[j])\n",
    "        F_WA[i,j,1] = r * SIN(b_WA[j])\n",
    "        F_WA[i,j,2] = a_WA[i]\n",
    "\n",
    "#縦孔底面の微小面積dA\n",
    "dA_WA = dz * r * dphi\n",
    "#=====================================\n",
    "\n",
    "#空洞壁面の法線ベクトルn================\n",
    "n_CW = np.zeros((M_CW, N_CW, 3))\n",
    "for i in range(M_CW):\n",
    "    for j in range(N_CW):\n",
    "        n_CW[i,j,0] = - COS(b_CW[j])\n",
    "        n_CW[i,j,1] = - SIN(b_CW[j])\n",
    "        n_CW[i,j,2] = 0.0\n",
    "\n",
    "#空洞壁面の位置ベクトルF\n",
    "F_CW = np.zeros((M_CW, N_CW, 3))\n",
    "for i in range(M_CW):\n",
    "   for j in range(N_CW):\n",
    "        F_CW[i,j,0] = r * cr * COS(b_CW[j])\n",
    "        F_CW[i,j,1] = r * cr * SIN(b_CW[j])\n",
    "        F_CW[i,j,2] = a_CW[i]\n",
    "\n",
    "#縦孔底面の微小面積dA\n",
    "dA_CW = dz * r * cr * dphi\n",
    "#=====================================\n",
    "\n",
    "#空洞天井の法線ベクトルn================\n",
    "# n_CC = np.zeros((M_CC, N_CC, 3))\n",
    "# for i in range(M_CC):\n",
    "#     for j in range(N_CC):\n",
    "#         n_CC[i,j,0] = 0.0\n",
    "#         n_CC[i,j,1] = 0.0\n",
    "#         n_CC[i,j,2] = 1.0\n",
    "\n",
    "# #空洞天井の位置ベクトルF\n",
    "# F_CC = np.zeros((M_CC, N_CC, 3))\n",
    "# for i in range(M_CC):\n",
    "#    for j in range(N_CC):\n",
    "#         F_CC[i,j,0] = a_CC[i] * COS(b_CW[j])\n",
    "#         F_CC[i,j,1] = a_CC[i] * SIN(b_CW[j])\n",
    "#         F_CC[i,j,2] = d2\n",
    "#空洞天井の法線ベクトルn================\n",
    "n_CC = np.zeros((M_CC, N_CC, 3))\n",
    "for i in range(M_CC):\n",
    "    for j in range(N_CC):\n",
    "        n_CC[i,j,0] = 0.0\n",
    "        n_CC[i,j,1] = 0.0\n",
    "        n_CC[i,j,2] = -1.0\n",
    "\n",
    "#空洞天井の位置ベクトルF\n",
    "F_CC = np.zeros((M_CC, N_CC, 3))\n",
    "for i in range(M_CC):\n",
    "   for j in range(N_CC):\n",
    "        F_CC[i,j,0] = a_CC[i]\n",
    "        F_CC[i,j,1] = b_CC[j]\n",
    "        F_CC[i,j,2] = d2\n",
    "\n",
    "#縦孔底面の微小面積dA\n",
    "dA_CC = dx * dy\n",
    "#====================================\n",
    "\n",
    "# #空洞天井の微小面積dA\n",
    "# dA_CC = np.zeros((M_CC))\n",
    "# for i in range(M_CC):\n",
    "#     dA_CC[i] = dr * a_CC[i] * dphi \n",
    "# #=====================================\n",
    "\n",
    "#*************************************************"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "#放射照度データの入力（CSV）入力****************************\n",
    "\n",
    "#太陽直達光\n",
    "E_StoFL = np.loadtxt('PPP_StoFL_t60.0h1.0h1.0_cr2.0_2023-03-13.csv',delimiter=',') \n",
    "E_StoWA = np.loadtxt('PPP_StoWA_t60.0h1.0h1.0_cr2.0_2023-03-13.csv',delimiter=',') \n",
    "E_StoCW = np.loadtxt('PPP_StoCW_t60.0h1.0h1.0_cr2.0_2023-03-13.csv',delimiter=',') \n",
    "\n",
    "#底からの反射光\n",
    "E_FLtoWA = np.loadtxt('PPP_FLtoWA_t60.0h1.0h1.0_cr2.0_2023-03-10.csv',delimiter=',') \n",
    "E_FLtoCW = np.loadtxt('PPP_FLtoCW_t60.0h1.0h1.0_cr2.0_2023-03-10.csv',delimiter=',') \n",
    "E_FLtoCC = np.loadtxt('PPP_FLtoCC_t60.0h1.0h1.0_cr2.0_2023-03-11.csv',delimiter=',') \n",
    "\n",
    "#縦孔壁からの反射光\n",
    "E_WAtoFL = np.loadtxt('PPP_WAtoFL_t60.0h1.0h1.0_cr2.0_2023-03-12.csv',delimiter=',') \n",
    "E_WAtoWA = np.loadtxt('PPP_WAtoWA_t60.0h1.0h1.0_cr2.0_2023-03-12.csv',delimiter=',') \n",
    "E_WAtoCW = np.loadtxt('PPP_WAtoCW_t60.0h1.0h1.0_cr2.0_2023-03-12.csv',delimiter=',') \n",
    "\n",
    "#空洞壁からの反射光\n",
    "E_CWtoFL = np.loadtxt('PPP_CWtoFL_t60.0h1.0h1.0_cr2.0_2023-03-12.csv',delimiter=',') \n",
    "E_CWtoWA = np.loadtxt('PPP_CWtoWA_t60.0h1.0h1.0_cr2.0_2023-03-12.csv',delimiter=',') \n",
    "E_CWtoCW = np.loadtxt('PPP_CWtoCW_t60.0h1.0h1.0_cr2.0_2023-03-12.csv',delimiter=',') \n",
    "E_CWtoCC = np.loadtxt('PPP_CWtoCC_t60.0h1.0h1.0_cr2.0_2023-03-12.csv',delimiter=',') \n",
    "\n",
    "#******************************************************"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "86.60254037844386 0.0\n"
     ]
    }
   ],
   "source": [
    "#入力データのグラフの出力\n",
    "R_i = 1.0\n",
    "E = E_StoFL * R_i * 100\n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "plt.imshow(E.T,vmin=0.0, vmax=100.0,)\n",
    "plt.colorbar (label=\"E/J [%]\")\n",
    "\n",
    "plt.xlabel('x [m]')\n",
    "plt.ylabel('y [m]')\n",
    "plt.xticks([0,50,100,150,200,250,300,350,400],[\"-100\",\"-75\",\"-50\",\"-25\",\"0\",\"25\",\"50\",\"75\",\"100\"])\n",
    "plt.yticks([0,50,100,150,200,250,300,350,400],[\"-100\",\"-75\",\"-50\",\"-25\",\"0\",\"25\",\"50\",\"75\",\"100\"])\n",
    "\n",
    "theta2 = np.linspace(0, 2*np.pi, 100)\n",
    "a = 2*r * np.cos(theta2) + 200\n",
    "b = 2*r * np.sin(theta2) + 200\n",
    "plt.plot(a,b, color='black', linestyle=\"dashed\") #円の描写しない場合はここをコメントアウト\n",
    "\n",
    "theta3 = np.linspace(0, 2*np.pi, 100)\n",
    "c = 4*r * np.cos(theta2) + 200\n",
    "d = 4*r * np.sin(theta2) + 200\n",
    "plt.plot(c,d, color='black', linestyle=\"dashed\") #円の描写しない場合はここをコメントアウト\n",
    "\n",
    "x = np.linspace(0, 401, 401)\n",
    "\n",
    "# create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axtop = divider.append_axes(\"top\", size=1.0, pad=0.3, sharex=ax)\n",
    "plt.title(\"\\\"Sun to floor\\\" θ = {}\".format(theta))\n",
    "# plt.title(\"max = {}\".format(np.max(E)))\n",
    "plt.ylabel('E/J [%]')\n",
    "axright = divider.append_axes(\"right\", size=1.2, pad=0.5, sharey=ax)\n",
    "\n",
    "\n",
    "axtop.plot(x, E[:,200]) #marker=\"o\", ms=1, mfc=\"k\", mec=\"k\")\n",
    "axtop.axis([0,400, 0, 100])\n",
    "plt.xlabel('E/J [%]')\n",
    "\n",
    "axright.plot(E[200], x) #marker=\"o\", ms=1, mfc=\"k\", mec=\"k\")\n",
    "axright.axis([0, 100, 0, 400])\n",
    "\n",
    "\n",
    "# plt.tight_layout()\n",
    "\n",
    "plt.show()\n",
    "\n",
    "print(np.max(E),np.min(E))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "50.000000000000014 0.0\n"
     ]
    },
    {
     "data": {
      "image/png": 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oELQqqnpemlL4ur///rvCQFJ1K/ylnZSUhEaNGinse/LkSbnnb2VlBY7jStwpVKiigbbladeuHTiOQ3x8vMJ7AigYp9K5c+dyn3///n3+PVWR8PDwEoO7iyptzEshxphCkunq6orr16+XqFdY5uLiUuaxhEIhmjZtWubzhUJhlZJFUnvJoAeZEsNhZRXWqDvoUpQG5OXlldkbUHiZpbDXoLBH4e+//1aoFxoaqva4BAIB/9d8Uf369cPNmzdLTBS2e/ducByHPn36lHvcd955B2ZmZli/fj2Sk5PRv39/AAU9OVevXsWvv/6KVq1a8ecMFHS7GxkZKSQ1ycnJar0rqqrnVZay2lFZAwYMgIGBAf7991907Nix1E0d+vbtC6AgiSzq8uXLuHXrVomkoqihQ4eCMYbHjx+XGp+rq2ul47K2tkbfvn2xe/duhbvuwsPDkZCQgLFjx5b7fHVeiho0aBBMTExw7NgxhfKYmBgkJyejS5cufNm7776Lf/75R+G27vz8fPz000/o3Lmzwvu7NO+++y7++usvJCYm8mUZGRk4cOAAvLy8YGBAf2eSkpiSl6EYXYri0SdJA9LS0tC4cWOMGjUKHh4esLe3R2ZmJiIiIrBhwwa0bNkS3t7eAACxWAwPDw+sWbMGDRo0gFQqxenTp3HgwAG1x+Xq6op9+/Zh//79cHJygrGxMVxdXTFv3jzs3r0bQ4YMwcqVKyGVSnHkyBFs3rwZM2bMQLNmzco9rr6+Ptzd3fHnn3/C0dERTZo0AQB0794dAoEAp0+fxkcffaTwnKFDh+LAgQOYOXMm3nvvPSQmJmLVqlWws7PDnTt31HK+VT2vsri6uiIiIgJ//vkn7OzsYGpqiubNmyv9/MaNG2PlypVYunQp7t27h4EDB6JBgwZ4+vQpLl26BJFIpHDZrrKaN2+OadOm4dtvv4Wenh4GDRqE+/fvY/ny5bC3ty93EsLu3btj2rRp+OCDD3DlyhX06tULIpEISUlJOHfuHFxdXTFjxoxKx/bVV1+hW7duGDNmDKZPn47Hjx9j0aJFGDBgAIYPH17uc42MjNSW/NWvXx8rV67EwoUL4evri3HjxiE5ORnLly+Hg4MDZs6cydedPHkyNm3ahFGjRuGLL76AjY0NNm/ejPj4eH6MWaF+/fohMjJS4RbuhQsXYs+ePfz7USAQ4IsvvsDr168REBCglvMhtQ9diqoEbY5crq1ycnLYV199xQYNGsQcHByYQCBgxsbGrGXLlmzRokUsNTVVoX5SUhJ77733mIWFBTM3N2cTJkxgV65cKfWuKJFIVOL1VqxYwZT5r7x//z7z9PRkpqamDIDCXTAPHjxg48ePZ5aWlszQ0JA1b96cffnll0wmkyl1zhs2bGAA2NSpUxXK+/fvzwCw0NDQEs/54osvWOPGjZlAIGAtW7ZkP/zwQ6nnUtm7olQ5L1XuioqNjWXdu3dnJiYmDAB/p1nh3UqXL19WqF/WnW8hISGsT58+zMzMjAkEAiaVStl7773HTp06Ve7rq/I6MpmMrV27ljVr1owZGhoyKysrNmHCBJaYmKjw3OJ3RRXavn0769y5MxOJREwoFLImTZqwSZMmsStXrpTfSEo4f/4869GjBzM2NmY2Njbso48+YpmZmVU+bmX88MMPzMXFhRkZGTFLS0v2/vvvl2gjxhhLTk5mkyZNYhYWFszY2Jh16dKFhYWFlajn7u5e6mfy7t27bMSIEczMzIyZmJiwfv36sejoaI2cE6nZCu+KOva3IzuT0KTC7djfjnRX1BscY7TWOSGEEKJL0tPTYW5ujiN/O0FkWv4geADIypBhSJt7SEtLg5mZWTVEqLvoUhQhhBCio+hSlOoosSGEEEJ0lIzpQabElHMyuvjCo8SGEEII0VFycEotcEmLYL6l1du9z5w5g2HDhkEikYDjOISEhCjsZ4whICAAEokEQqEQvXv3LrEeS05ODubMmQMrKyuIRCJ4eXkptcAfIYQQouvkb+axqWiT0+wtPK22RFZWFtq2bYvg4OBS969btw5BQUEIDg7G5cuXIRaL0b9/f2RkZPB1/P39cfDgQezbtw/nzp1DZmYmhg4dqrDaNCGEEFITFV6KUmYjBXTmriiO43Dw4EGMGDECQEFvjUQigb+/PxYvXgygoHfG1tYWa9euhZ+fH9LS0mBtbY09e/ZgzJgxAApmVLW3t8fRo0dLTJNOCCGE1ASFd0XtjXWBiRJ3Rb3KkGF8uzi6Kwo6PMYmISEBycnJ8PT05MsEAgHc3d0RFRUFPz8/REdHIy8vT6GORCKBi4sLoqKiykxscnJyFKbul8vleP78OSwtLWkhOkJIjcAYQ0ZGBiQSidLri5GaR8Y4yJSYVViZOnWFziY2ycnJAFBiET5bW1t+8b7k5GQYGRmhQYMGJeoUPr80a9asUcvMroQQom2JiYkl1gIjtYfya0XpxMUXnaCziU2h4j0ojLEKe1UqqrNkyRLMnz+ff5yWlgYHBwckJibW+S48QkjNkJ6eDnt7e5iammo7FKJBcqYHuRLjZ+S6MapEJ+hsYiMWiwEU9MrY2dnx5SkpKXwvjlgsRm5uLl68eKHQa5OSkoJu3bqVeWyBQFDq6sRmZmaU2BBCahS6fE6IIp29MOvo6AixWIywsDC+LDc3F5GRkXzS4ubmBkNDQ4U6SUlJiIuLKzexIYQQQmoCZW71VvZyVV2h1R6bzMxM3L17l3+ckJCA2NhYWFhYwMHBAf7+/ggMDISzszOcnZ0RGBgIExMTjB8/HgBgbm6OKVOmYMGCBbC0tISFhQUWLlwIV1dXeHh4aOu0CCGEELWQQ7mBwXLNh1JjaDWxuXLlCvr06cM/Lhz34uPjg507d2LRokXIzs7GzJkz8eLFC3Tu3BknT55UuKb8zTffwMDAAKNHj0Z2djb69euHnTt3Ql+/4tvjCCGEEF0mV3LyPZqg7y2dmcdGmwrnC6D7/wkhNQV9b9Vuhf+/wdGdIaxXcR9EdmY+ZrtdpPcDdHjwMCGEEFLX0VpRqqPEhhBCCNFRyq/uTZeiClFiQwghhOgo5Sfoo8SmECU2hBBCiI6SMw5yZe6KoiUVeJTYEEIIITpKrmSPDd0V9RYlNoQQQoiOUn5JBUpsClFiQwghhOgoGTjIlLjjSZk6dQUlNoQQQoiOoh4b1VFiQwghhOgoGZTrjZFpPpQag1I8QgghREcV9tgos6kiPz8fy5Ytg6OjI4RCIZycnLBy5UrI5W9XnWKMISAgABKJBEKhEL1798aNGzfUfYpqR4kNIYQQoqMKJ+hTZlPF2rVr8d133yE4OBi3bt3CunXr8OWXX+Lbb7/l66xbtw5BQUEIDg7G5cuXIRaL0b9/f2RkZKj7NNWKLkURQgghOoopuaQCU3Hw8Pnz5zF8+HAMGTIEANC4cWP88ssvuHLlSsHxGMP69euxdOlSeHt7AwB27doFW1tb7N27F35+fiqeSfWhHhtCCCFER6naY5Oenq6w5eTklHrcHj164PTp07h9+zYA4Nq1azh37hwGDx4MAEhISEBycjI8PT355wgEAri7uyMqKkrDZ101SvXYFGZrqvjuu+9gY2Oj8vMIIYQQUkDVmYft7e0VylesWIGAgIAS9RcvXoy0tDS0aNEC+vr6kMlk+PzzzzFu3DgAQHJyMgDA1tZW4Xm2trZ48OBBZU6l2iiV2ISEhGD06NEQCoVKHXTv3r3IzMykxIYQQgipAlXXikpMTISZmRlfLhAISq2/f/9+/PTTT9i7dy9at26N2NhY+Pv7QyKRwMfHh6/HcYpJFWOsRJmuUXqMzcaNG5VOVH7//fdKB0QIIYSQAqr22JiZmSkkNmX5+OOP8cknn2Ds2LEAAFdXVzx48ABr1qyBj48PxGIxgIKeGzs7O/55KSkpJXpxdI1SY2zCw8NhYWGh9EGPHTuGhg0bVjooQgghhBSsAaXspopXr15BT0/xOfr6+vzt3o6OjhCLxQgLC+P35+bmIjIyEt26dav6iWmQUj027u7uKh20R48elQqGEEIIIW/JGAeZEj02ytQpatiwYfj888/h4OCA1q1b4+rVqwgKCsLkyZMBFFyC8vf3R2BgIJydneHs7IzAwECYmJhg/PjxlTqX6lKl272PHDmCiIgIyGQydO/eHSNHjlRXXIQQQkidp+qlKGV9++23WL58OWbOnImUlBRIJBL4+fnhf//7H19n0aJFyM7OxsyZM/HixQt07twZJ0+ehKmpqcrnUZ04xhirzBOXL1+OAwcOYMiQIcjLy8Mff/wBLy8vBAcHqztGjUtPT4e5uTnS0tKUujZJCCHaRt9btVvh/++0yFEwqmdYYf3czDxsdf+N3g9QoccmOjoabm5u/OP9+/fj2rVr/J1Svr6+6N27d41MbAghhBBdRKt7q07p0UbTpk2Dv78/Xr16BQBwcnJCUFAQ4uPjcf36dWzZsgXNmjXTWKCEEEJIXSNnby9Hlb9pO1LdoXRic+nSJYjFYnTo0AF//vkntm/fjpiYGHTr1g09e/bEo0ePsHfvXk3GSgghhNQpmloEszZT+lKUvr4+PvnkE4wePRozZsyASCRCcHAwJBKJJuMjhBBC6iy5kmtFKVOnrlA5xXNycsKJEycwYsQI9OrVC5s2bdJEXIQQQkidV3i7tzIbKaB0YpOWlobFixdj2LBhWLZsGby9vXHx4kVcunQJXbp0wfXr1zUZJyGEEFLn0KUo1SndEj4+Prhw4QKGDBmC+Ph4zJgxA5aWlti1axc+//xzjB49GosXL9ZkrIQQQkidIocyA4eVu1xVVyg9xub06dO4evUqmjZtiqlTp6Jp06b8vn79+iEmJgarVq3SSJCEEEJIXcSUHGPDKLHhKd1j4+zsjK1bt+L27dv47rvvIJVKFfYLhUIEBgaqPUBCCCGkrlLuVm/lZieuK5RObLZv346//voL7du3x969e7FlyxZNxgUACAgIAMdxClvhiqNAwfLpAQEBkEgkEAqF6N27N27cuKHxuAghhJDqQGNsVKf0pah27drhypUrmoylVK1bt8apU6f4x/r6+vzP69atQ1BQEHbu3IlmzZph9erV6N+/P+Lj43V+LQtCCCGkIppaK6o2q9IimNXBwMBAoZemEGMM69evx9KlS+Ht7Q0A2LVrF2xtbbF37174+flVd6iEEEKIWtE8NqpTKrGxsLDA7du3YWVlpdRBHRwccPbs2RLjcCrjzp07kEgkEAgE6Ny5MwIDA+Hk5ISEhAQkJyfD09OTrysQCODu7o6oqKhyE5ucnBzk5OTwj9PT06scZ23AGMPzrFwkvshG4vNXePwyGy+ycvHiVS5evspDTr4cMjmDTM7AcYDQUB8mAgOIjPRhVU8AWzMBbM2M0aiBCZysRTA21K/4RQkhhJSJemxUp1Ri8/LlSxw7dgzm5uZKHTQ1NRUymaxKgQFA586dsXv3bjRr1gxPnz7F6tWr0a1bN9y4cQPJyckAAFtbW4Xn2Nra4sGDB+Ued82aNfjss8+qHF9N9/hlNi4nPEfc4zTcSk7HzSfpePEqTy3H5jigUQMhmtmYoq19fbSzr4+29vVhLqx4lVpCCCEFKLFRndKXonx8fDQZR6kGDRrE/+zq6oquXbuiSZMm2LVrF7p06QIA4DjF/0zGWImy4pYsWYL58+fzj9PT02Fvb6/GyHVTWnYeIm//h4j4FFxKeI5HL7JLrSc2M4a9hRCNGpjAQmSEBiaGMBcaQmhkAAM9Dvp6HOSMITtXhle5MmTm5ONZZg6S017jafpr3E99hbTsPCQ+z0bi82yc/ieFP3YrOzP0bGaFXs7WcJM2oF4dQggpByU2qlMqsZHL5ZqOQykikQiurq64c+cORowYAQBITk6GnZ0dXyclJaVEL05xAoEAAoFAk6HqjKS0bByPS8apW09x8d5z5BdZAlZfj4OLxAztHRqglZ0ZWtqZwdm2XpWTDcYYnmXm4t//MnErKR2xiS9x9eFLPHz+CjeT0nEzKR3fR95DPYEB+rW0wWBXO7g3s6YkhxBCiqHERnU6P3i4qJycHNy6dQs9e/aEo6MjxGIxwsLC0L59ewBAbm4uIiMjsXbtWi1Hql3ZuTIcv5GEAzGPce7uM7Aiy9k729RD35Y26N7ECh2kDVBPoP63AMdxsDYVwNpUgC5Olnx5SsZrRN1Nxdk7z3D2zn9IycjBodgnOBT7BCIjffRvZYvRnezR1cmywl43QgipCxiUGxjMKqxRd+h0YrNw4UIMGzYMDg4OSElJwerVq5Geng4fHx9wHAd/f38EBgbC2dkZzs7OCAwMhImJCcaPH6/t0LUiPjkDO6MSEBr7BFm5b8c4dWrcAANai+HR0haNrURai8/G1Bgj2jfEiPYNIZczXE18iaPXk3DsehKepL1GSOwThMQ+gaOVCGM72WOkWyNY1asbPWuEEFIa6rFRnU4nNo8ePcK4cePw7NkzWFtbo0uXLrhw4QJ/t9WiRYuQnZ2NmTNn4sWLF+jcuTNOnjxZp+awkcsZ/vonBTuiEvB/d1P5cgcLE3h3aAjv9o3gYGmixQhLp6fHwU3aAG7SBlg2pCWuJr7E79GPcOjqYyQ8y8KaY//gq5PxGNGuIab1coKzbd35PyWEkEKU2KiOY4zV+R6s9PR0mJubIy0tDWZmZtoORyn5MjlCYp9gU/hdJDzLAgDoccBAFzEmdW2Mzo4WNfJyTlZOPg7//QR7Lz7EtUdpfHm/Fjbwc2+CTo0b1MjzIkTdauL3FlFe4f9vrz9nwkBUcc91flYOzgzbTO8H6HiPDSkpTybHwZjHCA6/i4fPXwEAzIwNMO4dB0zsKkWjBrrXO6MKkcAAYzo5YEwnB0Q/eIGtZ/7FyZtPcfqfFJz+JwWdHS3w8YDm6NjYQtuhEkKIxlGPjeqUTmyUmcTOwMAAJiY1+xerrpLLGUKvPcHXYfFIfF5wm7alyAjTejlhQhcpRBoYBKxtbtIG+H5iR9z7LxM/nkvA71ce4WLCc7z33Xn0bm6NBf2bw7WRcnMrEUJITcQYB6ZE0qJMnbpC6d+G9evXV+oSgEgkQv/+/bFhwwY0atSoSsGRAlH/PsOao//g+uOCSzNW9QSY7u6E8Z0dYGJU+xKa4pys6yHwXVfM7tMU3/51F79dSURE/H+IiP8PQ9rY4ZOBLWBvQQk1IaT2oSUVVKf0b8Xw8PAK68jlcjx9+hSbNm3CtGnTcPTo0SoFV9fd+y8Tnx+5xU9wV09ggBm9m2Byd0cIjerenC+S+kKs8XbFdHcnrD91ByGxj3Hk7ySE3XyKaT2dMKN3k1rZc0UIqbvoUpTqlP4tkJOTgz59+sDQsOIp8du0acPPDExUl50rw6bwu/j+zL/IkzEY6HEY39kBH/VzptufAUgtRfhmTDtM7emEVYdv4vy9VASH38WvVxLxyaAWeLd9QxpgTAipFehSlOqUTmymT5+O58+fY8CAARg+fDgGDx6M+vXrl1q3adOm2LNnj7pirFNO33qKFaE3+OUOeje3xvKhrdDEup6WI9M9rSRm2Du1M07ceIrAo7fw8PkrzP/1Gv6IeYTVI1zhqMU5ewghRB2ox0Z1espWvHfvHs6cOQNXV1esX78eYrEY/fr1w8aNG3H//n2FukZGRhg+fLi6Y63VnrzMxtTdVzBl1xU8epENO3NjfDfBDTt8O1FSUw6O4zDQRYyw+b3w8YDmEBjo4f/upmLA+jP49vQd5ObrxnIghBBSGYU9NspspECl57F58uQJQkNDERoaivDwcDRr1gzDhw+Hl5cXOnbsqO44NUqb80EwxrDvciI+P3ILmTn5MNDjMKWnIz7q60zjRSrhQWoWloXE4eydZwAKlpBY4+1Kt4eTWofmsandCv9/O/w+H/pKzGMjy8pBzHtB9H6ACj02xUkkEkyfPh1Hjx7Fs2fP8L///Q/379/HwIEDERgYqM4Ya61HL15h0vZLWHLgOjJz8tHBoT6Ozu2JJYNaUlJTSVJLEXZPfgfrx7SDpcgId1IyMer78wg8eguv82QVH4AQQnQIA8CYEpu2A9UhavntKRKJMHLkSIwcORJyuRypqakVP6kOY4xh76WHCDxyC1m5MggM9PDxgOb4oLsj9PWoO7GqOI7DiPYN0bu5NVYfuYXfox9h65l7CP8nBUGj29HcN4SQGkMODhzd7q0SpXtsBg8ejLS0t1Pcf/7553j58iX/ODU1Fa1atYKenh6sra3VGmRt8l9GDnx3XMbSg3HIypWho7QBjs3tiQ97OlFSo2b1TYzw1ai2+HFSR1jVE+BOSiZGbP4/fBN2G3kyGntDCNF9NMZGdUonNidOnEBOTg7/eO3atXj+/Dn/OD8/H/Hx8eqNrpYJ/ycFA9efQeTt/yAw0MOyIS2x368rnGhwsEZ5tLLFyXm9MMTVDjI5w4bTdzBySxTuv1ljixBCdFXhXVHKbKSA0olN8THGtHam8l7nyRAQegMf7LyM1KxctBCb4s85PaiXphpZiIyw6f0O+HZce9Q3McTfj9IwZONZHLz6SNuhEUJImZQaX/NmIwVohKqG3X6agY9+uYp/kjMAAB90b4zFA1vA2LDuzRysC4a1laBj4waYuy8WlxKeY97+azh75xlWDXehAduEEJ1DE/SpTukeG47jSszmSrO7lo0xhl8uPcSwb8/hn+QMWNUzwo4POmHFsNaU1GiZnbkQv0ztgnkezaDHAQdiHmPot+cQ9zit4icTQkg1ojE2qlP6T1TGGHx9fSEQFNxP//r1a0yfPh0iUcHsrkXH39R12bkyLA25jgMxjwEUzB785XttYW1KyyHoCn09DnM9nNG1iSXm7ruKhGdZ8N4chSWDW8C3W2NK2gkhOkHOOHA087BKlE5sfHx8FB5PmDChRJ1JkyZVPaIa7t5/mZjxUwzin2ZAjwMWDWwBv15O9ItSR73jaIFjc3ti0e9/4+TNp/jsz5uIfvACa0e2oUtThBCtU3b8DI2xeUvpb+4dO3ZoMo5a4cjfSVj8x9/IzMmHVT0Bgse3RxcnS22HRSpQ38QI3090w47/u4/Ao7dw+O8kxCdnYMsENzS1oTvWCCHaU5DYKDPGphqCqSEqPfMweSs3X46A0BuYtTcGmTn56OxogaMf9aCkpgbhOA6Tezhi37QusDUrmPNmePA5HL2epO3QCCF1GI2xUR0lNlX0NP01xmw9j51R9wEAM3o3wc8fdoaNmbF2AyOV0rGxBQ7P6YnOjhbIypVh5s8x+PzITZrQjxCiFUyFjRSgxKYKoh+8wNBvz+Hqw5cwMzbAj5M6YvHAFjDQp2atyaxNBfj5w87w6+UEAPjhbALe/+EiUjJeazkyQkhdo8kem8ePH2PChAmwtLSEiYkJ2rVrh+jo6CKvzRAQEACJRAKhUIjevXvjxo0b6jw9jaDfwJW079JDjN16Hv9l5KC5bcGEex6tbLUdFlETA309LBncEt9N6IB6AgNcuv8cXt/+H64lvtR2aISQukRDXTYvXrxA9+7dYWhoiGPHjuHmzZv4+uuvUb9+fb7OunXrEBQUhODgYFy+fBlisRj9+/dHRkaGOs5MY+i2DxXl5sux6vBN7LnwAAAwyEWMr0a1pTtoaqmBLnZwtjXFtN1X8O9/WRj1/Xl84e0K7w6NtB0aIaQuULY3RsUem7Vr18Le3l7hxqDGjRu/PRxjWL9+PZYuXQpvb28AwK5du2Bra4u9e/fCz89PpderTtRjo4JnmTmY8ONF7LnwABwHLPRshs3vd6CkppZrYl0PIbO6w6OlDXLz5Zj/6zWsPnwT+TTuhhCiYZpaUiE0NBQdO3bEqFGjYGNjg/bt2+OHH37g9yckJCA5ORmenp58mUAggLu7O6KiotR1ehpBiY2Srj9Kw7Bvz+HS/ecwFRjgh4kdMbuvM81PU0eYGhti68SOmNO3KQDgx3MJ+GDnZbx8lavlyAghtZmqY2zS09MVtrImz7137x62bNkCZ2dnnDhxAtOnT8dHH32E3bt3AwCSk5MBALa2ikMsbG1t+X26ihIbJYRcfYz3votCUtprOFmLcHBWdxpPUwfp6XFY4Nkcm8Z3gNBQH2fvPINX8P/h9lPdvt5MCKnBGKf8BsDe3h7m5ub8tmbNmlIPK5fL0aFDBwQGBqJ9+/bw8/PD1KlTsWXLFoV6xf94Z4zp/B/0dA2lAodiH8N/fywAoG8LG6wf2w5mxobaDYpo1ZA2dnC0EmHanit4+PwVvDdHIWx+L9iZC7UdGiGkllF15uHExESYmZnx5YXLIBVnZ2eHVq1aKZS1bNkSf/zxBwBALBYDKOi5sbOz4+ukpKSU6MXRNdRjU4ETNwq63EZ3bIQfJnWkpIYAAFpJzBA6uweaWIuQmZOP/7ubqu2QCCG1kYp3RZmZmSlsZSU23bt3R3x8vELZ7du3IZVKAQCOjo4Qi8UICwvj9+fm5iIyMhLdunVT5xmqHSU2FXiQ+goA4NlKDH093e5+I9XLQmSEdxwLZpd++PyVlqMhhNRGmprHZt68ebhw4QICAwNx9+5d7N27F1u3bsWsWbMAFFyC8vf3R2BgIA4ePIi4uDj4+vrCxMQE48eP18Spqk2tSWw2b94MR0dHGBsbw83NDWfPnq3yMRljePgmsXGwNKny8Ujt42BR8L5IpMSGEKIpGph2uFOnTjh48CB++eUXuLi4YNWqVVi/fj3ef/99vs6iRYvg7++PmTNnomPHjnj8+DFOnjwJU1NTNZyU5tSKMTb79++Hv78/Nm/ejO7du+P777/HoEGDcPPmTTg4OFT6uGnZecjIyQcA2DegxIaUJH2T8D5IzdJyJISQ2kjZ3pjKzDw8dOhQDB06tMz9HMchICAAAQEBKh+7LIVz4qjiu+++g42NjdL1a0WPTVBQEKZMmYIPP/wQLVu2xPr162Fvb19idLeqCi8v2JgKIDTSV0eopJYp7LF5+Dxby5EQQmqlWrZYVEhICIyMjBTu3CpvO3LkCDIzM1V6jRrfY5Obm4vo6Gh88sknCuWenp5lTiKUk5OjcG9/WloaAGD8pnAYGovelr/OhTznFexsjJCenq6B6ElNZ26QD3nOK6TkvMKIb8LAgcZhkeqR97qgl5CpOjMbqWG4N5sy9WqGjRs3Kt0D8/vvv6t8/Bqf2Dx79gwymUylSYTWrFmDzz77rET5kU9HlFo/EYD5gqpGSmq7RG0HQOqk1NRUmJubazsMoinK9sbUkPw2PDwcFhYWStc/duwYGjZsqNJr1PjEppAqkwgtWbIE8+fP5x+/fPkSUqkUDx8+1KkviPT0dNjb25eYl0CbdDEmgOJSlS7GpYsxAbobV1paGhwcHFT6JUFqoFqW2Li7u6tUv0ePHiq/Ro1PbKysrKCvr1+id6a8SYQEAkGp9/abm5vr1BdXocL5CHSJLsYEUFyq0sW4dDEmQHfj0tOrFUMlSVmKzCpcYb0a7MiRI4iIiIBMJkP37t0xcuTISh+rxn8ijIyM4ObmpjCJEACEhYXp/CRChBBCSHk0tQimLlm+fDkWLVoEjuPAGMO8efMwe/bsSh+vxvfYAMD8+fMxceJEdOzYEV27dsXWrVvx8OFDTJ8+XduhEUIIIZVXyy5FAUB0dDTc3Nz4x/v378e1a9cgFBYsS+Pr64vevXsjODi4UsevFYnNmDFjkJqaipUrVyIpKQkuLi44evQoPzV0RQQCAVasWFHm1NPaootx6WJMAMWlKl2MSxdjAiguomW18FLUtGnT0LNnTwQGBsLExAROTk4ICgrCe++9h9zcXGzZsgXNmjWr9PE5RvcKEkIIITolPT0d5ubmsN+wEnpC4wrry7NfI3Hu/5CWlqaTY8GKkslk+PLLL7Fz5058+eWXcHNzw5w5c/gxNj169MCGDRvQpEmTSh2/VvTYEEIIIbVSLbwUpa+vj08++QSjR4/GjBkzIBKJEBwcDIlEopbj1/jBw4QQQkitVXgpSpmthnFycsKJEycwYsQI9OrVC5s2bVLLcSmxIYQQQnRVLVtSASiYg2nx4sUYNmwYli1bBm9vb1y8eBGXLl1Cly5dcP369SodnxIbQgghRFfVwsTGx8cHFy5cwJAhQxAfH48ZM2bA0tISu3btwueff47Ro0dj8eLFlT5+rU1s1qxZg06dOsHU1BQ2NjYYMWIE4uPjFepwHFfq9uWXX/J1cnJyMGfOHFhZWUEkEsHLywuPHj3SSEx5eXlYvHgxXF1dIRKJIJFIMGnSJDx58kThOL179y4R89ixYysVU6EzZ85g2LBhkEgk4DgOISEhCvszMzMxe/ZsNGrUCEKhEC1btiyxyKg620qZmAICAtCiRQuIRCI0aNAAHh4euHjxokIdTbRVaTIyMuDv7w+pVAqhUIhu3brh8uXL/H7GGAICAiCRSCAUCtG7d2/cuHFD7XGUZc2aNeA4Dv7+/nyZr69vibbp0qVLtcVU3ObNm+Ho6AhjY2O4ubnh7NmzWosFAPz8/MBxHNavX69QXl3vqaKePn0KX19fSCQSmJiYYODAgbhz545CHXV//oiOqIWJzenTp7Ft2zZMnz4d+/btw7lz5/h9/fr1Q0xMDPT1K7/wdK1NbCIjIzFr1ixcuHABYWFhyM/Ph6enJ7Kysvg6SUlJCtv27dvBcZzCjIf+/v44ePAg3/iZmZkYOnQoZDKZ2mN69eoVYmJisHz5csTExODAgQO4ffs2vLy8Shxr6tSpCrF///33lWilt7KystC2bdsy5w2YN28ejh8/jp9++gm3bt3CvHnzMGfOHBw6dIivo862UiamZs2aITg4GNevX8e5c+fQuHFjeHp64r///lOop+62Ks2HH36IsLAw7NmzB9evX4enpyc8PDzw+PFjAMC6desQFBSE4OBgXL58GWKxGP3790dGRobaYynu8uXL2Lp1K9q0aVNi38CBAxXa5ujRoxqPpzT79++Hv78/li5diqtXr6Jnz54YNGgQHj58qJV4QkJCcPHixTIHM1bHe6oQYwwjRozAvXv3cOjQIVy9ehVSqRQeHh4K32fq/vwRHVELx9g4Oztj69atuH37Nr777rsSU7MIhUIEBgZW/gVYHZGSksIAsMjIyDLrDB8+nPXt25d//PLlS2ZoaMj27dvHlz1+/Jjp6emx48ePV0tMly5dYgDYgwcP+DJ3d3c2d+7cKr9+WQCwgwcPKpS1bt2arVy5UqGsQ4cObNmyZYwxzbdVaTEVl5aWxgCwU6dO8WWabivGGHv16hXT19dnhw8fVihv27YtW7p0KZPL5UwsFrMvvviC3/f69Wtmbm7OvvvuO43GlpGRwZydnVlYWFiJtvDx8WHDhw/X6Osr65133mHTp09XKGvRogX75JNPqj2WR48esYYNG7K4uDgmlUrZN998o7C/Ot5TRcXHxzMALC4uji/Lz89nFhYW7IcffmCMaf7zR6pf4feZw7rVrPG3X1W4OaxbzQCwtLQ0bYdeoatXrzI3NzdmYmLCunXrxm7evKnW49faHpvi0tLSAKDMBeOePn2KI0eOYMqUKXxZdHQ08vLy4OnpyZdJJBK4uLggKipK4zEV1uE4DvXr11co//nnn2FlZYXWrVtj4cKFGv/Lv0ePHggNDcXjx4/BGEN4eDhu376NAQMGANB8W1UkNzcXW7duhbm5Odq2bauwT9NtlZ+fD5lMBmNjxbkmhEIhzp07h4SEBCQnJyu0jUAggLu7u8bbZtasWRgyZAg8PDxK3R8REQEbGxs0a9YMU6dORUpKikbjKU1ubi6io6MV2gcAPD09q+W9U5RcLsfEiRPx8ccfo3Xr1mXWq87PX05ODgAovL/09fVhZGTEd+Fr+/NHNKgWXopq164drly5gqysLPzf//0fWrZsqdbj14l5bBhjmD9/Pnr06AEXF5dS6+zatQumpqbw9vbmy5KTk2FkZIQGDRoo1LW1tS2x6KYmYnr9+jU++eQTjB8/XmHCpffffx+Ojo4Qi8WIi4vDkiVLcO3atRLrZanTxo0bMXXqVDRq1AgGBgbQ09PDjz/+yK+8qsm2Ks/hw4cxduxYvHr1CnZ2dggLC4OVlRW/vzraytTUFF27dsWqVavQsmVL2Nra4pdffsHFixfh7OzMn3/xRVltbW3x4MEDtcVR3L59+xATE6Mw1qeoQYMGYdSoUZBKpUhISMDy5cvRt29fREdHV+tsts+ePYNMJiu1fTT53inN2rVrYWBggI8++qjMOtX9+WvRogWkUimWLFmC77//HiKRCEFBQUhOTkZSUhIA7X3+CNFFdSKxmT17Nv7++2+FAUrFbd++He+//36Jv7pLwxgDx1XtemZFMeXl5WHs2LGQy+XYvHmzwr6pU6fyP7u4uMDZ2RkdO3ZETEwMOnToUKW4yrJx40ZcuHABoaGhkEqlOHPmDGbOnAk7O7syewMA9bRVefr06YPY2Fg8e/YMP/zwA0aPHo2LFy/CxsYGQPW11Z49ezB58mQ0bNgQ+vr66NChA8aPH4+YmBi+TvF20GTbJCYmYu7cuTh58mSZ7+kxY8bwP7u4uKBjx46QSqU4cuSIQoJfXaqzfYCCXhc/Pz/+8ZEjR7BhwwbExMSU+7qafk8Vj+vYsWP4448/MGXKFFhYWEBfXx8eHh4YNGhQhcfSdBsSzeMAcEr0xtSU/2ULCwvcvn1b4Q/Q8jg4OODs2bNKL5EE1IHEZs6cOQgNDcWZM2fQqFGjUuucPXsW8fHx2L9/v0K5WCxGbm4uXrx4ofCXUEpKSpVWDq8opry8PIwePRoJCQn466+/Kpweu0OHDjA0NMSdO3c0kthkZ2fj008/xcGDBzFkyBAAQJs2bRAbG4uvvvoKHh4eGmuriohEIjRt2hRNmzZFly5d4OzsjG3btmHJkiWl1tdUWzVp0gSRkZHIyspCeno67OzsMGbMGP4ve6Dgr2o7Ozv+OSkpKSV6KdQlOjoaKSkpCgvNyWQynDlzBsHBwcjJySlx14GdnR2kUmmJu200zcrKCvr6+iV6FjTZPgDg5eWFzp07849/++03pKSkwMHBgS+TyWRYsGAB1q9fj/v375d6HHW/p4rH1bBhQwiFQsTGxiItLQ25ubmwtrZG586d0bFjRwCa+64iRN1evnyJY8eOwdzcXKn6qampKg+Ar7WJDWMMc+bMwcGDBxEREQFHR8cy627btg1ubm4lxma4ubnB0NAQYWFhGD16NICCO6ni4uKwbt06jcRUmNTcuXMH4eHhsLS0rPC4N27cQF5ensIvTXXKy8tDXl4e9PQUh2Tp6+tDLpcDUH9bVRZjjB+TUBpNt5VIJIJIJMKLFy9w4sQJrFu3jk9uwsLC0L59ewAF40oiIyOxdu1ajcTRr1+/EpNcffDBB2jRogUWL15c6q2UqampSExM1FjblMXIyAhubm4ICwvDu+++y5eHhYVh+PDhGntdU1NTmJqa8o+nTZuGYcOGKdQZMGAAJk6ciA8++KDM46j7PVU8rqIKfxncuXMHV65cwapVqwDozuePaEAtXATTx8dHo8evtYnNrFmzsHfvXhw6dAimpqb8X4Pm5ub80uhAwUJjv/32G77++usSxzA3N8eUKVOwYMECWFpawsLCAgsXLoSrq2u5l18qG1N+fj7ee+89xMTE4PDhw5DJZHwdCwsLGBkZ4d9//8XPP/+MwYMHw8rKCjdv3sSCBQvQvn17dO/evTJNBaBgnpq7d+/yjxMSEhAbGwsLCws4ODjA3d0dH3/8MYRCIaRSKSIjI7F7924EBQVppK0qisnS0hKff/45vLy8YGdnh9TUVGzevBmPHj3CqFGjAEBjbVWaEydOgDGG5s2b4+7du/j444/RvHlzfPDBB/z8MYGBgXB2doazszO/qu348ePVGkchU1PTEmO3RCIRLC0t4eLigszMTAQEBGDkyJGws7PD/fv38emnn8LKykohuagu8+fPx8SJE9GxY0d07doVW7duxcOHDzF9+vRqi8HS0rLEHxKGhoYQi8Vo3rw5gOp9TxX122+/wdraGg4ODrh+/Trmzp2LESNG8IOFNfH5Izqilq0VVfjHsEap9R4rHYIyxo3v2LFDod7333/PhEIhe/nyZanHyc7OZrNnz2YWFhZMKBSyoUOHsocPH2okpoSEhDLrhIeHM8YYe/jwIevVqxezsLBgRkZGrEmTJuyjjz5iqamplYqpUHh4eKmv6+PjwxhjLCkpifn6+jKJRMKMjY1Z8+bN2ddff83kcjl/DHW2VUUxZWdns3fffZdJJBJmZGTE7OzsmJeXF7t06RL/fE21VWn279/PnJycmJGREROLxWzWrFkK7ym5XM5WrFjBxGIxEwgErFevXuz69etqj6M8RW9TfvXqFfP09GTW1tbM0NCQOTg4MB8fnyr9f1XVpk2bmFQqZUZGRqxDhw7lToNQXYrf7l2d76miNmzYwBo1asT/Xy1btozl5OQo1FH3549oV+Ht3tLAz5lj0NcVbtLAz2vM7d6axjHGakieRwghhNQN6enpMDc3R+PPP4eeEje1yF+/xv2lS5GWllbhuMzartZeiiKEEEJqvFp2Kao6UGJDCCGE6CpKbFRGiQ0hhBCiozim5Dw2lNjwKLEhhBBCdFUtvN07PT29wjoGBgYwMTGp1PEpsSGEEEJ0VS28FFW/fn2lZsQWiUTo378/NmzYUOYEu6XR6iKYZ86cwbBhwyCRSMBxHEJCQhT2M8YQEBAAiUQCoVCI3r1748aNGwp1cnJyMGfOHFhZWUEkEsHLywuPHj2qxrMghBBCNKPwUpQyW00RHh6Ov/76q9zt1KlT2Lp1K1JSUjBt2jSVjq/VHpusrCy0bdsWH3zwAUaOHFli/7p16xAUFISdO3eiWbNmWL16Nfr374/4+Hh+Zk5/f3/8+eef2LdvHywtLbFgwQIMHToU0dHRpc6uSgghhNQYtbDHJicnB3369IGhoWGFddu0aYMuXbqodHydmceG4zgcPHgQI0aMAFDQWyORSODv74/FixcDKGgMW1tbrF27Fn5+fkhLS4O1tTX27NnDL+j35MkT2Nvb4+jRoxgwYIBSry2Xy/HkyROYmprSgnGEkBqBMYaMjAxIJJISy51UhL7zqqYqba+swnlsnJYHQl+JeWxkr1/j3qpPa8Q8Nk5OTnj+/DkGDBiA4cOHY/Dgwahfv36pdXNzc3Hs2DGVllfR2TE2CQkJSE5O5qcMBwCBQAB3d3dERUXBz88P0dHRyMvLU6gjkUjg4uKCqKioMhObnJwchfWEHj9+jFatWmnuZAghREMSExNVGn8AvP0DkFRNZdpeZbWwx+bevXv4+++/ERoaivXr12Py5Mno3r07hg8fDi8vLzRu3Jiva2RkpPKacTqb2BSukVR8dV9bW1s8ePCAr2NkZKSwmm1hneIrBRe1Zs0afPbZZyXKe3DDYGgkBGegD05fHzAwAAwMwOnpAQb6gIE+mJ4eoK8P6OuBGeiB6esD+gDT1wPT4wr+1efebhwHpo83+wC5PgemV/AYeuB/ZvzPRbc3dQoHxRfZB+7Nz9ybnwv3F33MsTdr3hcte/Mz3v4MFKmPt2V8uQr467z8v9zb8iIfUA5vH/P75AX1ueLlDODeLC/Cyd/8zN7+zD9mACdnb8vkinX05KxIGQMnK/KvjIFjDJyMQU/GCsrzGSBn0JPJATkDly8Hly8H5HIgXwZOLgdkMiBfBsjkYPn5gCwfTCYH8vLA8mVgMhmgG52ipJbJRx7O4WiZC2aWp/A5iYmJOv/XvS5KT0+Hvb19pdpeZbUwsQEKLjG1adMGy5Ytw5MnTxAaGorQ0FAsXrwYzZo145OcwhXsVaGziU2h4t2kjLEKu04rqrNkyRLMnz+ff1z4JjXgDGHAGYLjDMBx+oCeAaD3JrHRMwD09MH0iyQ2+oWJDVeQ5JSW2OiVndgwPbzdV15iU5iwKJvY8OVMMZnR8cSGK57YyIvUUSaxKUxYykpsZKzIYwZOr8i/em+SGY5Bj3vzM94kNm8OxLGCDZwcYDJwKPgXejKAyQqSXrkeGCcHOA6Mywfj9Io0BiFqVPhZqsSlpMLnmJmZ6VxiwxhDdp4MACA01NfpS2XVEVtdmMdGIpFg+vTpmD59OrKysnD8+HEcOnQIAwcOxPz58/Hpp5+qdDydTWzEYjGAgl4ZOzs7vjwlJYXvxRGLxcjNzcWLFy8Uem1SUlLQrVu3Mo8tEAggEAg0FDkhhJDKys6TodX/TgAAbq4cABMjnf01RTRAJBJh5MiRGDlyJORyOVJTU1U+hlZv9y6Po6MjxGIxwsLC+LLc3FxERkbySYubmxsMDQ0V6iQlJSEuLq7cxIYQQgipEZgKWw0xePBgpKWl8Y8///xzvHz5kn+cmpqKVq1aQU9PD9bW1iofX6upcGZmJu7evcs/TkhIQGxsLCwsLODg4AB/f38EBgbC2dkZzs7OCAwMhImJCcaPHw8AMDc3x5QpU7BgwQJYWlrCwsICCxcuhKurKzw8PLR1WoQQQoha1MZLUSdOnFC4gWft2rUYN24cf2dUfn4+4uPjK318rSY2V65cQZ8+ffjHheNefHx8sHPnTixatAjZ2dmYOXMmXrx4gc6dO+PkyZMKA7a++eYbGBgYYPTo0cjOzka/fv2wc+fOys1hw+RVPidCFNDAYUJIVdWyr5His8yoe9YZrSY2vXv3LveEOI5DQEAAAgICyqxjbGyMb7/9Ft9++60GIiSEEEK0qJbeFaVJNCqLEEII0VG18VIUx3El7ihT5x1mOjt4mBBCCKnzqmnw8Jo1a8BxHPz9/d++tBLrNVYGYwy+vr7w9vaGt7c3Xr9+jenTp/OPJ0+eXKXjU48NIYQQoqOqo8fm8uXL2Lp1K9q0aaNQrsx6jZXh4+Oj8HjChAkl6kyaNKnSx6fEpijGCmaSNaBmIVXH8vO1HQIhpKbT8BibzMxMvP/++/jhhx+wevXqt4djDOvXr8fSpUvh7e0NANi1axdsbW2xd+9e+Pn5Ve4FAezYsaPSz1UGXYoihBBCdJWKl6LS09MVtqK3VZdm1qxZGDJkSIkpUipar1GXUWJDCCGE6KjCS1HKbABgb28Pc3NzfluzZk2Zx963bx9iYmJKrVPeeo3lrcWoC+iaCyGEEKKrVLwUVXxh07KWD0pMTMTcuXNx8uRJGBsbl3nYyqzXqG2U2BBCCCG6SsXERtmFTaOjo5GSkgI3Nze+TCaT4cyZMwgODuZn/i1vvUZdRZeiimH5+QUDiAmpAvnr19oOgRBSC6h6KUpZ/fr1w/Xr1xEbG8tvHTt2xPvvv4/Y2Fg4OTlVuF6jrqIeG0IIIURXaeiuKFNTU7i4uCiUiUQiWFpa8uUVrdeoqyixIYQQQnSUNmceVma9Rl1EiQ0hhBCiq6pxraiIiAiFx8qs16iLKLEhhBBCdBUtgqkyGjxcCvnr12pfRp3UHfKsV9oOgRBSS3AqbKQA9dgQQgghuop6bFRGiQ0hhBCio7Q5eLimosSGEEII0VXUY6MySmwIIYQQXUZJi0qUSmzS09NVPrAyUzrrMnlGBvQtLbQdBqlh5NmvATnNXE0IUQ+6FKU6pRKb+vXrq7ToFcdxuH37NpycnCodGCE1kpy+XQghakSXolSm9KWo33//HRYWFfdgMMYwePDgKgVFCCGEEOqxqQylEhupVIpevXrB0tJSqYM6OTnB0NCwSoERQgghdR712KhMqcQmISFBpYPGxcVVKhhCCCGEvEU9NqqjmYfLIXuRpu0QSA3CcnLB8nK1HQYhpDZhKmwEQCVv97506RIiIiKQkpICuVyusC8oKEgtgekEJq+4DiGF5PR+IYSoGV2KUpnKiU1gYCCWLVuG5s2bw9bWVuFuKVXunCKEEEJI+ehSlOpUTmw2bNiA7du3w9fXVwPhEEIIIYRHPTYqUzmx0dPTQ/fu3TURCyGEEEKK4BgDxyrOWpSpU1eoPHh43rx52LRpkyZi0T2MgaWpPusyqXtYfj7kr15pOwxCSG1Dg4dVpnKPzcKFCzFkyBA0adIErVq1KjFfzYEDB9QWnC5gMhoQSpTAWMFGCCFqRGNsVKdyj82cOXMQHh6OZs2awdLSEubm5gqbujVu3Bgcx5XYZs2aBQDw9fUtsa9Lly5qj4MQQgipdtRjozKVe2x2796NP/74A0OGDNFEPCVcvnwZMtnbRQXj4uLQv39/jBo1ii8bOHAgduzYwT82MjKqltgIIYQQTaIeG9WpnNhYWFigSZMmmoilVNbW1gqPv/jiCzRp0gTu7u58mUAggFgsrraYCCGEkGpBd0WpTOVLUQEBAVixYgVeaWGgZG5uLn766SdMnjxZYc6ciIgI2NjYoFmzZpg6dSpSUlLU9posLxcsO1ttxyO1kFxOs1QTQjSisMdGmY0UULnHZuPGjfj3339ha2uLxo0blxg8HBMTo7bgigsJCcHLly8V5tAZNGgQRo0aBalUioSEBCxfvhx9+/ZFdHQ0BAJBqcfJyclBTk4O/zg9vfw7n5hMDpp6kJRLLqu4DiGEqIp6bFSmcmIzYsQIDYShnG3btmHQoEGQSCR82ZgxY/ifXVxc0LFjR0ilUhw5cgTe3t6lHmfNmjX47LPPNB4vIYQQUlXUG6MalRObFStWaCKOCj148ACnTp2q8HZyOzs7SKVS3Llzp8w6S5Yswfz58/nH6enpsLe3V1ushBBCiFooO5UETTfBq9QimNqwY8cO2NjYVHg3VmpqKhITE2FnZ1dmHYFAUOZlKkIIIURX0F1RqlNq8LCFhQWePXum9EEdHBzw4MGDSgdVnFwux44dO+Dj4wMDg7e5WGZmJhYuXIjz58/j/v37iIiIwLBhw2BlZYV3331Xfa+f9QosN1dtxyO1i+z5C22HQAiprWgeG5Up1WPz8uVLHDt2TOkJ+FJTUxXmnqmqU6dO4eHDh5g8ebJCub6+Pq5fv47du3fj5cuXsLOzQ58+fbB//36Ympqq7fUhlwFqPB9Su7AiA9EJIUSdOHnBpkw9UkDpS1E+Pj6ajKNcnp6eYKVcPxQKhThx4oQWIiKEEEKqAd0VpTKlEhu5nFJBQgghpLrRGBvV1ZjBw4QQQkidQ3dFqUzlmYfrKnlaBpBP42yIIvnzl9oOgRBSi9HMw6qjHhslsbxcyohJCew1DRwmhGgQjbFRGSU2hBBCiI6iMTaqo8SGEEII0VU0xkZlKo+x6du3b6nrLL148QJ9+/ZVS1CEEEIIoTE2laFyYhMREYHg4GCMGDECWVlZfHlubi4iIyPVGpyukdMMs6QIlp4Blp+n7TAIIbUZzTysskrdFXXq1CkkJyejS5cuuH//vppD0l3yV6+0HQLRISyHBpQTQjSLemxUV6nExs7ODpGRkWjTpg06deqEiIgINYdFCCGEEMiZ8hsBUInEhuM4AAUrZP/888+YO3cuBg4ciM2bN6s9OEIIIaROo0tRKlP5rqjiazYtW7YMLVu21OpaUoQQQkhtxEHJ2701HknNoXKPTUJCAqytrRXKRo4ciYsXL2L79u1qC0xnpb7UdgREB3DZOWDZ2doOgxBS2xXe7q3MpoI1a9agU6dOMDU1hY2NDUaMGIH4+PhiL80QEBAAiUQCoVCI3r1748aNG+o8O41QObGRSqX85aiiWrduXSd6bWRp6doOgegAlpMLlp+v7TAIIbWcpgYPR0ZGYtasWbhw4QLCwsKQn58PT09Phbud161bh6CgIAQHB+Py5csQi8Xo378/MjIy1HyW6kUT9BFCCCG6SkNLKhw/flzh8Y4dO2BjY4Po6Gj06tULjDGsX78eS5cuhbe3NwBg165dsLW1xd69e+Hn56faC1YjWgSTEEII0VEcY0pvAJCenq6w5eQot55dWloaAMDCwgJAwbCT5ORkeHp68nUEAgHc3d0RFRWl5rNUL0psVMXk4Gjhw7otXwYo+WVBCCFVIldhA2Bvbw9zc3N+W7NmTYUvwRjD/Pnz0aNHD7i4uAAAkpOTAQC2trYKdW1tbfl9uoouRamKMcj/SwUnaqTtSIiWcLl5yE+nsVaEEM0r2htTUT0ASExMhJmZGV8uEAgqfO7s2bPx999/49y5cyWPW2xMLWOs1HG2uoQSG0IIIURXqTjGxszMTCGxqcicOXMQGhqKM2fOoFGjt3+wi8ViAAU9N3Z2dnx5SkpKiV4cXUOXogghhBBdpaHbvRljmD17Ng4cOIC//voLjo6OCvsdHR0hFosRFhbGlxWuCdmtWze1nJqmUI8NIYQQoqOUvZVb1du9Z82ahb179+LQoUMwNTXlx82Ym5tDKBSC4zj4+/sjMDAQzs7OcHZ2RmBgIExMTDB+/PhKnEn1ocSmEphMBi4vHzAw0nYoRAsYDR4nhFQXZXtjVOyx2bJlCwCgd+/eCuU7duyAr68vAGDRokXIzs7GzJkz8eLFC3Tu3BknT56EqampSq9V3SixqQSWkwO8SAOE1hVXJrVLvgyypynajoIQUkdw8oJNmXqqKL48UqnH5DgEBAQgICBAtYNrGSU2hBBCiK7SUI9NbUaJDSGEEKKrNDTzcG1GiQ0hhBCio1Sdx4ZQYlN5+fng8uVg+vrajoRUIy4nV9shEELqEroUpTKax6aSZC/TwGVlazsMUs3y7z/UdgiEkLqEQbnlFCiv4VGPDSGEEKKj6FKU6iixIYQQQnQVg5KXojQeSY1BiQ0hhBCiq2iMjcp0eoxNQEAAOI5T2AoX5gIKJhgKCAiARCKBUChE7969cePGjeoLMDcPnFzFWZFIjcXl5ms7BEJIXaPM+JrCjQDQ8cQGAFq3bo2kpCR+u379Or9v3bp1CAoKQnBwMC5fvgyxWIz+/fsjIyOjWmLLT0qmX3Z1iPweDRwmhFSvwjE2ymykgM5fijIwMFDopSnEGMP69euxdOlSeHt7AwB27doFW1tb7N27F35+ftUdKiGEkCoSGurj5soB/M+EqErne2zu3LkDiUQCR0dHjB07Fvfu3QMAJCQkIDk5GZ6ennxdgUAAd3d3REVFlXvMnJwcpKenK2yEEEK0j+M4mBgZwMTIABzHaTsc7SscY6PMRgDoeI9N586dsXv3bjRr1gxPnz7F6tWr0a1bN9y4cYNfYt3W1lbhOba2tnjw4EG5x12zZg0+++yzEuX5yFN5ZDmT5UAuY2DQA9PjwJgeGOPebhwHJkfBPjkgl3NgegWPoQcw2Zt9eihle1OHK9hQZB+4Nz9zb34u3F/0MceAN4/flr35GW9/BorUx9syvlwFhYfg2/HNAbjCacGLvsSbx/w+eUF9rng5e7vAG78gHHv7M/+YAZycvS2TK9ZhclakjIGTFflX9qY7V8agJ2MF5fkMkDPoyeSAnAEsD4zlqdYghGhIPgrei8osZlhc4XPoj7rKKWy3yrS9ymjwsMp0OrEZNGgQ/7Orqyu6du2KJk2aYNeuXejSpQsAlMjoGWMVZvlLlizB/Pnz+ccJCQlo164dzuGo6kHGq/4UQghRl4yMDJibm6v0nNTUVACAvb29JkKqM1JTU1Vue5VRYqMynU5sihOJRHB1dcWdO3cwYsQIAEBycjLs7Oz4OikpKSV6cYoTCAQQCAT8Y6lUCgB4+PCh5t+kKkhPT4e9vT0SExNhZmam7XB4uhiXLsYE6GZcuhgTQHGpojCmmzdvQiKRqPx8CwsLALr3nVdTpKWlwcHBgW9HjZJDoRe93HoEQA1LbHJycnDr1i307NkTjo6OEIvFCAsLQ/v27QEAubm5iIyMxNq1a1U6rp5ewVAjc3NznfniKsrMzIziUpIuxgToZly6GBNAcamiYcOG/PeXKnT9O6+mqEzbq4pmHladTic2CxcuxLBhw+Dg4ICUlBSsXr0a6enp8PHxAcdx8Pf3R2BgIJydneHs7IzAwECYmJhg/Pjx2g6dEEIIqTq6FKUynU5sHj16hHHjxuHZs2ewtrZGly5dcOHCBf7S0aJFi5CdnY2ZM2fixYsX6Ny5M06ePAlTU1MtR04IIYSogZwVuSujgnoEgI4nNvv27St3P8dxCAgIQEBAQJVeRyAQYMWKFQrjbnQBxaU8XYwJ0M24dDEmgOJSRVVj0sVzqkmqtf2ox0ZlHKuW+9UIIYQQoqz09HSYm5vDw+kjGOhVnEDly3Nw6t5GpKWl1flxUzrdY0MIIYTUadRjozJKbAghhBBdJS8ys2mF9QhAiQ0hhBCiu5i8YFOmHgFAiQ0hhBCiu+hSlMp0fhHMylqzZg06deoEU1NT2NjYYMSIEYiPV1z/gOO4Urcvv/ySr5OTk4M5c+bAysoKIpEIXl5eePTokcbiysvLw+LFi+Hq6gqRSASJRIJJkybhyZMnCsfp3bt3ibjHjh1b6bjOnDmDYcOGQSKRgOM4hISEKOzPzMzE7Nmz0ahRIwiFQrRs2RJbtmxRqKPutqoopoCAALRo0QIikQgNGjSAh4cHLl68qFBH3e1UloyMDPj7+0MqlUIoFKJbt264fPkyv58xhoCAAEgkEgiFQvTu3Rs3btxQexxlWbNmDT/3UyFfX98SbVO4VEl127x5MxwdHWFsbAw3NzecPXtWK3EU5efnB47jsH79eoXy6npPFfX06VP4+vpCIpHAxMQEAwcOxJ07dxTqKPv508W21gUVfd8o8xlW93cggIJLTMpuBEAtTmwiIyMxa9YsXLhwAWFhYcjPz4enpyeysrL4OklJSQrb9u3bwXEcRo4cydfx9/fHwYMHsW/fPpw7dw6ZmZkYOnQoZDKZRuJ69eoVYmJisHz5csTExODAgQO4ffs2vLy8Shxr6tSpCvF///33lYoJALKystC2bVsEBweXun/evHk4fvw4fvrpJ9y6dQvz5s3DnDlzcOjQIb6OutuqopiaNWuG4OBgXL9+HefOnUPjxo3h6emJ//77T6GeOtupLB9++CHCwsKwZ88eXL9+HZ6envDw8MDjx48BAOvWrUNQUBCCg4Nx+fJliMVi9O/fHxkZGWqPpbjLly9j69ataNOmTYl9AwcOVGibo0crsV5aFe3fvx/+/v5YunQprl69ip49e2LQoEF4+PBhtcdSKCQkBBcvXixzuYLqeE8VYoxhxIgRuHfvHg4dOoSrV69CKpXCw8ND4ftMmc+fLra1rqjo+0aZz7C6vwMB0OrelcHqiJSUFAaARUZGllln+PDhrG/fvvzjly9fMkNDQ7Zv3z6+7PHjx0xPT48dP3682uK6dOkSA8AePHjAl7m7u7O5c+eqJYbiALCDBw8qlLVu3ZqtXLlSoaxDhw5s2bJljDHNt1VpMRWXlpbGALBTp07xZZpsp0KvXr1i+vr67PDhwwrlbdu2ZUuXLmVyuZyJxWL2xRdf8Ptev37NzM3N2XfffafR2DIyMpizszMLCwsr0RY+Pj5s+PDhGn19Zbzzzjts+vTpCmUtWrRgn3zyiVbiefToEWvYsCGLi4tjUqmUffPNNwr7q+M9VVR8fDwDwOLi4viy/Px8ZmFhwX744QfGmPKfP11ra11V/PtGmc+wur8DC7/PPOz82MCGcyrcPOz8GACWlpZW+ROvJWptj01xaWlpAFDmomVPnz7FkSNHMGXKFL4sOjoaeXl58PT05MskEglcXFwQFRVVLXEV1uE4DvXr11co//nnn2FlZYXWrVtj4cKFGv3rv0ePHggNDcXjx4/BGEN4eDhu376NAQMGAKietipPbm4utm7dCnNzc7Rt21Zhn6bbKT8/HzKZDMbGxgrlQqEQ586dQ0JCApKTkxXaRiAQwN3dXeNtM2vWLAwZMgQeHh6l7o+IiICNjQ2aNWuGqVOnIiUlRaPxFJebm4vo6GiFtgEAT0/PannfFCeXyzFx4kR8/PHHaN26dZn1qvOzl5OTAwAK7y99fX0YGRnh3LlzAJT7/OlaW9ckynyGNfYdSD02KqsTg4cZY5g/fz569OgBFxeXUuvs2rULpqam8Pb25suSk5NhZGSEBg0aKNS1tbVFcnJytcT1+vVrfPLJJxg/frzCpEvvv/8+vxBoXFwclixZgmvXriEsLKzKcZVm48aNmDp1Kho1agQDAwPo6enhxx9/RI8ePQBovq3KcvjwYYwdOxavXr2CnZ0dwsLCYGVlxe+vjnYyNTVF165dsWrVKrRs2RK2trb45ZdfcPHiRTg7O/PnX3zVeVtbWzx48EBtcRS3b98+xMTEKIz1KWrQoEEYNWoUpFIpEhISsHz5cvTt2xfR0dHVNiPts2fPIJPJSm0bTb5vyrJ27VoYGBjgo48+KrNOdX/2WrRoAalUiiVLluD777+HSCRCUFAQkpOTkZSUBEC5z5+utXVNosxnWGPfgXI5lFq6W053RRWqE4nN7Nmz8ffff/N/3ZRm+/bteP/990v81V0axhg4Tpl15KsWV15eHsaOHQu5XI7Nmzcr7Js6dSr/s4uLC5ydndGxY0fExMSgQ4cOVY6tuI0bN+LChQsIDQ2FVCrFmTNnMHPmTNjZ2ZXZGwCor63K0qdPH8TGxuLZs2f44YcfMHr0aFy8eBE2NjYAqq+d9uzZg8mTJ6Nhw4bQ19dHhw4dMH78eMTExPB1ireDJtsmMTERc+fOxcmTJ8t8T48ZM4b/2cXFBR07doRUKsWRI0cUEvzqUJ1tU+jnn3+Gn58f//jIkSPYsGEDYmJiyn1tTb+nisd17Ngx/PHHH5gyZQosLCygr68PDw8PDBo0qMJjldaO2mjr2qIybVfl9qW7olRW6y9FzZkzB6GhoQgPD0ejRo1KrXP27FnEx8fjww8/VCgXi8XIzc3FixcvFMpTUlJKZO7qjisvLw+jR49GQkICwsLCKpwiu0OHDjA0NCxxp4Q6ZGdn49NPP0VQUBCGDRuGNm3aYPbs2RgzZgy++uorAJptq/KIRCI0bdoUXbp0wbZt22BgYIBt27aVWV9T7dSkSRNERkYiMzMTiYmJuHTpEvLy8vi/7AGU+KtNk20THR2NlJQUuLm5wcDAAAYGBoiMjMTGjRthYGBQ6mBGOzs7SKVSjbyHymJlZQV9ff1qbZtCXl5eiI2N5beoqCikpKTAwcGBb7MHDx5gwYIFaNy4cZnHUfd7qnhcHTt2hJubG2JjY/Hy5UskJSXh+PHjSE1NhaOjIwDlPn/abOuaTpnPsMa+A+lSlMpqbWLDGMPs2bNx4MAB/PXXX/wXQGm2bdsGNze3EmMz3NzcYGhoqNDFnJSUhLi4OHTr1k1jcRUmNXfu3MGpU6dgaWlZ4XFv3LiBvLw82NnZVSqu8uTl5SEvLw96eopvF319fcjfdH9qoq0qgzHGj0kojSbbCShItOzs7PDixQucOHECw4cP55Obom2Tm5uLyMhIjbVNv379cP369RK/IN9//33ExsZCX1+/xHNSU1ORmJiosbYpjZGREdzc3EpcxgkLC9P4+8bU1BRNmzblt2nTpuHvv/9WaDOJRIKPP/4YJ06cKPM46n5PFY9LKBTy+8zNzWFtbY07d+7gypUrGD58OADlPn/abOuaTpnPsMa+A+l2b9VpY8RydZgxYwYzNzdnERERLCkpid9evXqlUC8tLY2ZmJiwLVu2lHqc6dOns0aNGrFTp06xmJgY1rdvX9a2bVuWn5+vkbjy8vKYl5cXa9SoEYuNjVWok5OTwxhj7O7du+yzzz5jly9fZgkJCezIkSOsRYsWrH379pWOKyMjg129epVdvXqVAWBBQUHs6tWr/J1Y7u7urHXr1iw8PJzdu3eP7dixgxkbG7PNmzdrrK3KiykzM5MtWbKEnT9/nt2/f59FR0ezKVOmMIFAwN89ool2Ksvx48fZsWPH2L1799jJkydZ27Zt2TvvvMNyc3MZY4x98cUXzNzcnB04cIBdv36djRs3jtnZ2bH09HS1xlGeonfzZGRksAULFrCoqCiWkJDAwsPDWdeuXVnDhg2rNSbGGNu3bx8zNDRk27ZtYzdv3mT+/v5MJBKx+/fvV2scpSl+V1R1vqeK+vXXX1l4eDj7999/WUhICJNKpczb21uhjjKfP11ua22r6DtQmc+wOr8DC++K6tfAhw2wnFrh1q+BD90V9UatTWxQsLhGiW3Hjh0K9b7//nsmFArZy5cvSz1OdnY2mz17NrOwsGBCoZANHTqUPXz4UGNxJSQklFknPDycMcbYw4cPWa9evZiFhQUzMjJiTZo0YR999BFLTU2tdFzh4eGlvqaPjw9jjLGkpCTm6+vLJBIJMzY2Zs2bN2dff/01k8vl/DHU3VblxZSdnc3effddJpFImJGREbOzs2NeXl7s0qVL/PM10U5l2b9/P3NycmJGRkZMLBazWbNmKbyn5HI5W7FiBROLxUwgELBevXqx69evqz2O8hRNbF69esU8PT2ZtbU1MzQ0ZA4ODszHx6dK/19VsWnTJiaVSpmRkRHr0KFDudMfVKfiiU11vqeK2rBhA2vUqBH/f7Vs2TL+D51Cyn7+dLWtta2i70BlPsPq/A7kE5v6k9iABh9WuPWrP4kSmzc4xujCHCGEEKJL0tPTYW5ujn7mE2HAGVVYP5/l4nTaHqSlpVU4JrO2qxN3RRFCCCE1klwOcLQIpioosSGEEEJ0FT+CQZl6BKDEhhBCCNFZTC4HU6LHhlGPDY8SG0IIIURXUY+NyiixIYQQQnSVnAEcJTaqoMSGEEII0VWMQam1oiix4dXamYcJIYSQmo7JmdJbZWzevBmOjo4wNjaGm5sbzp49q+YzqH6U2BCiIREREeA4DhzHYcSIEUo9x9fXl39OSEiIRuMjRJcVfg7q169fpeNU5nOoU5hc+U1F+/fvh7+/P5YuXYqrV6+iZ8+eGDRoEB4+fKiBE6k+lNgQomHx8fHYuXMn/zgzMxNjx46FnZ0dxo4di6ysLH7fhg0bkJSUpIUoCamcosl40W3gwIEl6jo6OuL48eN8svHy5ctyj71jxw7cvn2bf3z16lW0b98e9erVg5eXl8KCk/n5+ejQoQMuX76scIxu3bohKSkJo0ePrtqJaokme2yCgoIwZcoUfPjhh2jZsiXWr18Pe3t7bNmyRQNnUn0osSFEw2xsbBT+6ly/fj3q1auHkydPwsTEBOvXr+f3mZub8ysJE1JTDBw4EElJSQrbL7/8olDn77//RmpqKvr06aP0cevXrw8bGxv+8Ycffoi+ffsiJiYGL1++RGBgIL/vq6++Qo8ePdCpUyeFYxgZGUEsFissJlqT5LMc5MuV2FjB4r/p6ekKW1mLAufm5iI6Ohqenp4K5Z6enoiKitL4eWkSDR4mRAlpaWmYPXs2unTpgn///Rc//vgjunTpgm3btsHe3l6lY718+RLNmjWDq6srWrRogWfPnmkoakKqh0AgqDAhP3ToEAYMGACBQFDp17l16xZ+/vlnNGvWDOPGjcPhw4cBAPfu3cP27dsRHR1d6WPrmsKE7FzyUaWfU69evRLfRytWrEBAQECJus+ePYNMJoOtra1Cua2tLZKTkysVs66gxIYQJcyaNQvnz5/HwoULMWfOHHz33Xf49ddfMWTIEFy7dg0cxyl9rNmzZ6Nfv35YunQpmjZtilOnTmkwckJ0Q2hoKObOnVulY7Rt2xZhYWFo2rQpTp8+jTZt2gAApk+fjnXr1sHU1FQdoeoEY2NjJCQkIDc3V+nnMMZKfBdVlEgWr1/aMWoauhRFSAXS0tKwd+9efP7556hfvz4YY3jnnXfw9ddf4/r16yWu6VekcePGuHPnDhITE3Hz5k00bNhQQ5ETUj0OHz6MevXqKWyrVq3i9z9+/BjXrl3D4MGDq/Q6P/74I37//Xc0adIERkZGWLJkCXbv3g0TExN06tQJAwYMQNOmTbFs2bKqnpJOMDY2hpmZmdKbubl5ibKyEhsrKyvo6+uX6J1JSUkp0YtT01CPDSEVuHfvHhhj6NatG+Tyt3ceuLq6wtDQEPfu3cM777yj0jH19PRoLA2pNfr06VNiwKmFhQX/c2hoKLp3765QVhmtW7dGZGQk/zg1NRUBAQE4c+YM5syZg+7du+PAgQPo1KkTOnfujGHDhlXp9WozIyMjuLm5ISwsDO+++y5fHhYWhuHDh2sxsqqjxIaQCujr65dazhiDXC6vVd3fhFSGSCRC06ZNy9wfGhqqkV+W8+bNg7+/Pxo1aoSIiAisXr0aIpEIQ4YMQUREBCU2FZg/fz4mTpyIjh07omvXrti6dSsePnyI6dOnazu0KqHEhpAKFHZ7X7x4UeGOi9jYWMhkMrRs2VKL0RGi2zIzMxEeHo5Nmzap9binT5/GP//8w0+lIJPJkJeXBwD8v6R8Y8aMQWpqKlauXImkpCS4uLjg6NGjkEql2g6tSmiMDSEVEIlEmDZtGpYsWYKYmBgAwPXr1/Hhhx/ivffeg5OTk5YjJES7cnJykJycrLAV3u13/PhxODs7q/Vzkp2djVmzZmHr1q3Q0yv4Nda9e3ds2rQJ165dwx9//IHu3bur7fVqs5kzZ+L+/fvIyclBdHQ0evXqpe2Qqox6bAhRwrp16/Dq1StMmjQJAODn54chQ4Zg69atWo6MEO07fvw47OzsFMqaN2+Of/75B4cOHSpxGapwrJqBQeV+Ba1cuRJDhw5Fu3bt+LKNGzdi/Pjx6NWrF8aPH4+RI0dW6tik5qPEhhAlCIVCbNu2DcuXL4ejoyOioqIUvlQJqat27typMLN2UTKZDEePHsWxY8cUylNSUiASiVCvXr1KveaaNWtKlDVt2hSXLl2q1PFI7UKXogjRsEaNGmHcuHFK1Z0+fXqlv+wJ0TWpqamYN28ePzYtJycHN2/eRHBwMDw8PCp8/rhx49CoUaMqxXD27FnUq1cPP//8c5WOQ2oOjjFa65wQZd2/fx+Ojo64evVqhT022dnZePz4MYCCGUGVub07JSUF6enpAAA7OzuIRKIqx0yIrggJCcHEiRPRrVs3/PDDD3BwcCiz7t27dwEU3JXo6OhY6deszOeQ1GyU2BBCCCGk1qBLUYQQQgipNSixIYQQQkitQYkNIYQQQmoNSmwIIYQQUmtQYkMIIYSQWoMSG0IIIYTUGpTYEEIIIaTWoMSGEEIIIbUGJTaEEEIIqTX+Hy9APgObDVr4AAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "R_i = 1.0\n",
    "E = E_StoWA * R_i * 100\n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "\n",
    "plt.imshow(np.fliplr(np.flipud(E)),vmin=0.0, vmax=100.0,)\n",
    "plt.xticks([0,45,90,135,180,225,270,315,360],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.yticks([0,50,100],[\"100\",\"75\",\"50\"])\n",
    "\n",
    "plt.colorbar (label=\"E/J [%]\",shrink=0.7)\n",
    "\n",
    "plt.xlabel('φ [°]')\n",
    "plt.ylabel('z [m]')\n",
    "\n",
    "# # create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axright = divider.append_axes(\"right\", size=0.8, pad=0.15)#, sharey=ax)\n",
    "axright.plot(E.T[270],a_WA)\n",
    "plt.xlim(0, 100)\n",
    "# plt.xticks([6,9,12])\n",
    "plt.yticks([])\n",
    "plt.xlabel('E/J [%]')\n",
    "\n",
    "E=np.fliplr(np.flipud(E))\n",
    "\n",
    "axtop = divider.append_axes(\"top\", size=0.8, pad=0.3)#, sharey=ax)\n",
    "axtop.plot(b_WA,E[50])\n",
    "plt.ylim(0, 100)\n",
    "# plt.yticks([6,9,12])\n",
    "plt.xlim(-90, 270)\n",
    "plt.xticks([-90,-45,0,45,90,135,180,225,270],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.ylabel('E/J [%]')\n",
    "\n",
    "plt.title(\"\\\"Sun to wall of the hole\\\" θ = {}\".format(theta))\n",
    "print(np.max(E),np.min(E))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.0 0.0\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "R_i = 1.0\n",
    "E = E_StoCW * R_i * 100\n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "\n",
    "plt.imshow(np.fliplr(np.flipud(E)),vmin=0.0, vmax=100.0,)\n",
    "plt.xticks([0,45,90,135,180,225,270,315,360],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.yticks([0,50,100],[\"100\",\"75\",\"50\"])\n",
    "\n",
    "plt.colorbar (label=\"E/J [%]\",shrink=0.7)\n",
    "\n",
    "plt.xlabel('φ [°]')\n",
    "plt.ylabel('z [m]')\n",
    "\n",
    "# # create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axright = divider.append_axes(\"right\", size=0.8, pad=0.15)#, sharey=ax)\n",
    "axright.plot(E.T[90],a_WA)\n",
    "plt.xlim(0,9)\n",
    "plt.xticks([0,6,9])\n",
    "plt.yticks([])\n",
    "plt.xlabel('E/J [%]')\n",
    "\n",
    "E=np.fliplr(np.flipud(E))\n",
    "\n",
    "axtop = divider.append_axes(\"top\", size=0.8, pad=0.3)#, sharey=ax)\n",
    "axtop.plot(b_WA,E[50])\n",
    "plt.ylim(0, 9)\n",
    "plt.yticks([0,6,9])\n",
    "plt.xlim(-90, 270)\n",
    "plt.xticks([-90,-45,0,45,90,135,180,225,270],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.ylabel('E/J [%]')\n",
    "\n",
    "plt.title(\"\\\"Sun to wall of the cavern\\\" θ = {}\".format(theta))\n",
    "print(np.max(E),np.min(E))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "6.6486845784207995 1.2190039076869672\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "R_i = 1.0\n",
    "E = E_FLtoWA * R_i * 100\n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "\n",
    "plt.imshow(np.fliplr(np.flipud(E)),vmin=0.0, vmax=1.5,)\n",
    "plt.xticks([0,45,90,135,180,225,270,315,360],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.yticks([0,50,100],[\"100\",\"75\",\"50\"])\n",
    "\n",
    "plt.colorbar (label=\"E/J [%]\",shrink=0.7)\n",
    "\n",
    "plt.xlabel('φ [°]')\n",
    "plt.ylabel('z [m]')\n",
    "\n",
    "# # create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axright = divider.append_axes(\"right\", size=0.8, pad=0.15)#, sharey=ax)\n",
    "axright.plot(E.T[90],a_WA)\n",
    "plt.xlim(0, 1.5)\n",
    "plt.yticks([])\n",
    "# plt.xticks([6,9,12])\n",
    "# plt.yticks([])\n",
    "plt.xlabel('E/J [%]')\n",
    "\n",
    "E=np.fliplr(np.flipud(E))\n",
    "\n",
    "axtop = divider.append_axes(\"top\", size=0.8, pad=0.3)#, sharey=ax)\n",
    "axtop.plot(b_WA,E[50])\n",
    "plt.ylim(0, 1.5)\n",
    "# plt.yticks([6,9,12])\n",
    "plt.xlim(-90, 270)\n",
    "plt.xticks([-90,-45,0,45,90,135,180,225,270],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.ylabel('E/J [%]')\n",
    "\n",
    "plt.title(\"\\\"FL to wall of the hole\\\" θ = {}, R = {}\".format(theta,R_i))\n",
    "print(np.max(E),np.min(E))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "13.880696507687318 0.0\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "R_i = 1.0\n",
    "E = E_FLtoCW * R_i * 100\n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "\n",
    "plt.imshow(np.fliplr(np.flipud(E)),vmin=0.0, vmax=40.0,)\n",
    "plt.xticks([0,45,90,135,180,225,270,315,360],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.yticks([0,50,100],[\"100\",\"75\",\"50\"])\n",
    "\n",
    "plt.colorbar (label=\"E/J [%]\",shrink=0.7)\n",
    "\n",
    "plt.xlabel('φ [°]')\n",
    "plt.ylabel('z [m]')\n",
    "\n",
    "# # create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axright = divider.append_axes(\"right\", size=0.8, pad=0.15)#, sharey=ax)\n",
    "axright.plot(E.T[270],a_WA)\n",
    "plt.xlim(0,40)\n",
    "# plt.xticks([0,6,9])\n",
    "plt.yticks([])\n",
    "plt.xlabel('E/J [%]')\n",
    "\n",
    "E=np.fliplr(np.flipud(E))\n",
    "\n",
    "axtop = divider.append_axes(\"top\", size=0.8, pad=0.3)#, sharey=ax)\n",
    "axtop.plot(b_WA,E[50])\n",
    "plt.ylim(0, 20)\n",
    "# plt.yticks([0,6,9])\n",
    "plt.xlim(-90, 270)\n",
    "plt.xticks([-90,-45,0,45,90,135,180,225,270],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.ylabel('E/J [%]')\n",
    "\n",
    "plt.title(\"\\\"FL to wall of the cavern\\\" θ = {}, R = {}\".format(theta,R_i))\n",
    "print(np.max(E),np.min(E))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "33.43779339112849 0.34134963311196925\n"
     ]
    }
   ],
   "source": [
    "#入力データのグラフの出力\n",
    "R_i = 1.0\n",
    "E = E_FLtoCC * R_i * 100\n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "plt.imshow(E.T,vmin=0.0, vmax=20.0)\n",
    "plt.colorbar (label=\"E/J [%]\")\n",
    "\n",
    "plt.xlabel('x [m]')\n",
    "plt.ylabel('y [m]')\n",
    "plt.xticks([0,50,100,150,200,250,300,350,400],[\"-100\",\"-75\",\"-50\",\"-25\",\"0\",\"25\",\"50\",\"75\",\"100\"])\n",
    "plt.yticks([0,50,100,150,200,250,300,350,400],[\"-100\",\"-75\",\"-50\",\"-25\",\"0\",\"25\",\"50\",\"75\",\"100\"])\n",
    "\n",
    "theta2 = np.linspace(0, 2*np.pi, 100)\n",
    "a = 2*r * np.cos(theta2) + 200\n",
    "b = 2*r * np.sin(theta2) + 200\n",
    "plt.plot(a,b, color='black', linestyle=\"dashed\") #円の描写しない場合はここをコメントアウト\n",
    "\n",
    "theta3 = np.linspace(0, 2*np.pi, 100)\n",
    "c = 4*r * np.cos(theta2) + 200\n",
    "d = 4*r * np.sin(theta2) + 200\n",
    "plt.plot(c,d, color='black', linestyle=\"dashed\") #円の描写しない場合はここをコメントアウト\n",
    "\n",
    "x = np.linspace(0, 401, 401)\n",
    "\n",
    "# create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axtop = divider.append_axes(\"top\", size=1.0, pad=0.3, sharex=ax)\n",
    "plt.title(\"\\\"FL to ceiling of the cavern \\\" θ = {}, R = {}\".format(theta,R_i))\n",
    "# plt.title(\"max = {}\".format(np.max(E)))\n",
    "plt.ylabel('E/J [%]')\n",
    "axright = divider.append_axes(\"right\", size=1.2, pad=0.5, sharey=ax)\n",
    "\n",
    "\n",
    "axtop.plot(x, E[:,200]) #marker=\"o\", ms=1, mfc=\"k\", mec=\"k\")\n",
    "axtop.axis([0,400, 0, 20])\n",
    "plt.xlabel('E/J [%]')\n",
    "\n",
    "axright.plot(E[200], x) #marker=\"o\", ms=1, mfc=\"k\", mec=\"k\")\n",
    "axright.axis([0, 20, 0, 400])\n",
    "\n",
    "\n",
    "# plt.tight_layout()\n",
    "\n",
    "plt.show()\n",
    "\n",
    "print(np.max(E),np.min(E))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "4.90569825112295 0.0077825202865898484\n"
     ]
    }
   ],
   "source": [
    "#入力データのグラフの出力\n",
    "E = E * 0.0\n",
    "R_i = 1.0\n",
    "E = E_WAtoFL * R_i *100\n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "plt.imshow(E.T,vmin=0.0, vmax=7.0)\n",
    "plt.colorbar (label=\"E/J [%]\")\n",
    "\n",
    "plt.xlabel('x [m]')\n",
    "plt.ylabel('y [m]')\n",
    "plt.xticks([0,50,100,150,200,250,300,350,400],[\"-100\",\"-75\",\"-50\",\"-25\",\"0\",\"25\",\"50\",\"75\",\"100\"])\n",
    "plt.yticks([0,50,100,150,200,250,300,350,400],[\"-100\",\"-75\",\"-50\",\"-25\",\"0\",\"25\",\"50\",\"75\",\"100\"])\n",
    "\n",
    "theta2 = np.linspace(0, 2*np.pi, 100)\n",
    "a = 2*r * np.cos(theta2) + 200\n",
    "b = 2*r * np.sin(theta2) + 200\n",
    "plt.plot(a,b, color='black', linestyle=\"dashed\") #円の描写しない場合はここをコメントアウト\n",
    "\n",
    "theta3 = np.linspace(0, 2*np.pi, 100)\n",
    "c = 4*r * np.cos(theta2) + 200\n",
    "d = 4*r * np.sin(theta2) + 200\n",
    "plt.plot(c,d, color='black', linestyle=\"dashed\") #円の描写しない場合はここをコメントアウト\n",
    "\n",
    "x = np.linspace(0, 401, 401)\n",
    "\n",
    "# create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axtop = divider.append_axes(\"top\", size=1.0, pad=0.3, sharex=ax)\n",
    "plt.title(\"\\\"WA to floor \\\" θ = {}, R = {}\".format(theta,R_i))\n",
    "# plt.title(\"max = {}\".format(np.max(E)))\n",
    "plt.ylabel('E/J [%]')\n",
    "axright = divider.append_axes(\"right\", size=1.2, pad=0.5, sharey=ax)\n",
    "\n",
    "\n",
    "axtop.plot(x, E[:,200]) #marker=\"o\", ms=1, mfc=\"k\", mec=\"k\")\n",
    "axtop.axis([0,400, 0, 7])\n",
    "plt.xlabel('E/J [%]')\n",
    "\n",
    "axright.plot(E[200], x) #marker=\"o\", ms=1, mfc=\"k\", mec=\"k\")\n",
    "axright.axis([0, 7, 0, 400])\n",
    "\n",
    "\n",
    "# plt.tight_layout()\n",
    "\n",
    "plt.show()\n",
    "\n",
    "print(np.max(E),np.min(E))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "7.5676251032270505 2.9670822503470458\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "R_i = 1.0\n",
    "E = E_WAtoWA * R_i *100 \n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "\n",
    "plt.imshow(np.fliplr(np.flipud(E)),vmin=0.0, vmax=11.0)\n",
    "plt.xticks([0,45,90,135,180,225,270,315,360],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.yticks([0,50,100],[\"100\",\"75\",\"50\"])\n",
    "\n",
    "plt.colorbar (label=\"E/J [%]\",shrink=0.7)\n",
    "\n",
    "plt.xlabel('φ [°]')\n",
    "plt.ylabel('z [m]')\n",
    "\n",
    "# # create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axright = divider.append_axes(\"right\", size=0.8, pad=0.15)#, sharey=ax)\n",
    "axright.plot(E.T[90],a_WA)\n",
    "plt.xlim(0, 11)\n",
    "plt.yticks([])\n",
    "# plt.xticks([6,9,12])\n",
    "# plt.yticks([])\n",
    "plt.xlabel('E/J [%]')\n",
    "\n",
    "E=np.fliplr(np.flipud(E))\n",
    "\n",
    "axtop = divider.append_axes(\"top\", size=0.8, pad=0.3)#, sharey=ax)\n",
    "axtop.plot(b_WA,E[50])\n",
    "plt.ylim(0, 11)\n",
    "# plt.yticks([6,9,12])\n",
    "plt.xlim(-90, 270)\n",
    "plt.xticks([-90,-45,0,45,90,135,180,225,270],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.ylabel('E/J [%]')\n",
    "\n",
    "plt.title(\"\\\"WA to wall of the hole\\\" θ = {}, R = {}\".format(theta,R_i))\n",
    "print(np.max(E),np.min(E))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2.4582974683325975 0.0\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "R_i = 1.0\n",
    "E = E_WAtoCW * R_i *100 \n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "\n",
    "plt.imshow(np.fliplr(np.flipud(E)),vmin=0.0, vmax=4.0,)\n",
    "plt.xticks([0,45,90,135,180,225,270,315,360],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.yticks([0,50,100],[\"100\",\"75\",\"50\"])\n",
    "\n",
    "plt.colorbar (label=\"E/J [%]\",shrink=0.7)\n",
    "\n",
    "plt.xlabel('φ [°]')\n",
    "plt.ylabel('z [m]')\n",
    "\n",
    "# # create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axright = divider.append_axes(\"right\", size=0.8, pad=0.15)#, sharey=ax)\n",
    "axright.plot(E.T[90],a_WA)\n",
    "plt.xlim(0,4)\n",
    "# plt.xticks([0,6,9])\n",
    "plt.yticks([])\n",
    "plt.xlabel('E/J [%]')\n",
    "\n",
    "E=np.fliplr(np.flipud(E))\n",
    "\n",
    "axtop = divider.append_axes(\"top\", size=0.8, pad=0.3)#, sharey=ax)\n",
    "axtop.plot(b_WA,E[50])\n",
    "plt.ylim(0, 4)\n",
    "# plt.yticks([0,6,9])\n",
    "plt.xlim(-90, 270)\n",
    "plt.xticks([-90,-45,0,45,90,135,180,225,270],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.ylabel('E/J [%]')\n",
    "\n",
    "plt.title(\"\\\"WA to wall of the cavern\\\" θ = {}, R = {}\".format(theta,R_i))\n",
    "print(np.max(E),np.min(E))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.0 0.0\n"
     ]
    }
   ],
   "source": [
    "#入力データのグラフの出力\n",
    "E = E *0.0\n",
    "R_i = 1.0\n",
    "E = E_CWtoFL * R_i\n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "plt.imshow(E.T,vmin=0.0, vmax=20.0)\n",
    "plt.colorbar (label=\"E/J [%]\")\n",
    "\n",
    "plt.xlabel('x [m]')\n",
    "plt.ylabel('y [m]')\n",
    "plt.xticks([0,50,100,150,200,250,300,350,400],[\"-100\",\"-75\",\"-50\",\"-25\",\"0\",\"25\",\"50\",\"75\",\"100\"])\n",
    "plt.yticks([0,50,100,150,200,250,300,350,400],[\"-100\",\"-75\",\"-50\",\"-25\",\"0\",\"25\",\"50\",\"75\",\"100\"])\n",
    "\n",
    "theta2 = np.linspace(0, 2*np.pi, 100)\n",
    "a = 2*r * np.cos(theta2) + 200\n",
    "b = 2*r * np.sin(theta2) + 200\n",
    "plt.plot(a,b, color='black', linestyle=\"dashed\") #円の描写しない場合はここをコメントアウト\n",
    "\n",
    "theta3 = np.linspace(0, 2*np.pi, 100)\n",
    "c = 4*r * np.cos(theta2) + 200\n",
    "d = 4*r * np.sin(theta2) + 200\n",
    "plt.plot(c,d, color='black', linestyle=\"dashed\") #円の描写しない場合はここをコメントアウト\n",
    "\n",
    "x = np.linspace(0, 401, 401)\n",
    "\n",
    "# create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axtop = divider.append_axes(\"top\", size=1.0, pad=0.3, sharex=ax)\n",
    "plt.title(\"\\\"CW to floor \\\" θ = {}, R = {}\".format(theta,R_i))\n",
    "# plt.title(\"max = {}\".format(np.max(E)))\n",
    "plt.ylabel('E/J [%]')\n",
    "axright = divider.append_axes(\"right\", size=1.2, pad=0.5, sharey=ax)\n",
    "\n",
    "\n",
    "axtop.plot(x, E[:,200]) #marker=\"o\", ms=1, mfc=\"k\", mec=\"k\")\n",
    "axtop.axis([0,400, 0, 20])\n",
    "plt.xlabel('E/J [%]')\n",
    "\n",
    "axright.plot(E[200], x) #marker=\"o\", ms=1, mfc=\"k\", mec=\"k\")\n",
    "axright.axis([0, 20, 0, 400])\n",
    "\n",
    "\n",
    "# plt.tight_layout()\n",
    "\n",
    "plt.show()\n",
    "\n",
    "print(np.max(E),np.min(E))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.0 0.0\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "R_i = 1.0\n",
    "E = E_CWtoWA * R_i *100\n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "\n",
    "plt.imshow(np.fliplr(np.flipud(E)),vmin=0.0, vmax=0.0008)\n",
    "plt.xticks([0,45,90,135,180,225,270,315,360],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.yticks([0,50,100],[\"100\",\"75\",\"50\"])\n",
    "\n",
    "plt.colorbar (label=\"E/J [%]\",shrink=0.7)\n",
    "\n",
    "plt.xlabel('φ [°]')\n",
    "plt.ylabel('z [m]')\n",
    "\n",
    "# # create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axright = divider.append_axes(\"right\", size=0.8, pad=0.15)#, sharey=ax)\n",
    "axright.plot(E.T[90],a_WA)\n",
    "plt.xlim(0, 0.0008)\n",
    "plt.yticks([])\n",
    "# plt.xticks([6,9,12])\n",
    "# plt.yticks([])\n",
    "plt.xlabel('E/J [%]')\n",
    "\n",
    "E=np.fliplr(np.flipud(E))\n",
    "\n",
    "axtop = divider.append_axes(\"top\", size=0.8, pad=0.3)#, sharey=ax)\n",
    "axtop.plot(b_WA,E[50])\n",
    "plt.ylim(0, 0.0008)\n",
    "# plt.yticks([6,9,12])\n",
    "plt.xlim(-90, 270)\n",
    "plt.xticks([-90,-45,0,45,90,135,180,225,270],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.ylabel('E/J [%]')\n",
    "\n",
    "plt.title(\"\\\"CW to wall of the hole\\\" θ = {}, R = {}\".format(theta,R_i))\n",
    "print(np.max(E),np.min(E))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.0 0.0\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "R_i = 1.0\n",
    "E = E_CWtoCW * R_i *100 \n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "\n",
    "plt.imshow(np.fliplr(np.flipud(E)),vmin=0.0, vmax=0.0005,)\n",
    "plt.xticks([0,45,90,135,180,225,270,315,360],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.yticks([0,50,100],[\"100\",\"75\",\"50\"])\n",
    "\n",
    "plt.colorbar (label=\"E/J [%]\",shrink=0.7)\n",
    "\n",
    "plt.xlabel('φ [°]')\n",
    "plt.ylabel('z [m]')\n",
    "\n",
    "# # create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axright = divider.append_axes(\"right\", size=0.8, pad=0.15)#, sharey=ax)\n",
    "axright.plot(E.T[90],a_WA)\n",
    "plt.xlim(0,0.005)\n",
    "# plt.xticks([0,6,9])\n",
    "plt.yticks([])\n",
    "plt.xlabel('E/J [%]')\n",
    "\n",
    "E=np.fliplr(np.flipud(E))\n",
    "\n",
    "axtop = divider.append_axes(\"top\", size=0.8, pad=0.3)#, sharey=ax)\n",
    "axtop.plot(b_WA,E[50])\n",
    "plt.ylim(0, 0.0005)\n",
    "# plt.yticks([0,6,9])\n",
    "plt.xlim(-90, 270)\n",
    "plt.xticks([-90,-45,0,45,90,135,180,225,270],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.ylabel('E/J [%]')\n",
    "\n",
    "plt.title(\"\\\"CW to wall of the cavern\\\" θ = {}, R = {}\".format(theta,R_i))\n",
    "print(np.max(E),np.min(E))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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96/3c1iYctUlFnz59ANi7dy9XXnmlTdm9e/dan29Ienq6tez5U6hUV1fzyy+/8Pvf/77xi2lEYGCgNVm96KKLGDNmDL1792bmzJlcddVVtGvXrtHjx44dy8aNG5t8nWnTplnnO3MGe99jIYQttxlFCA3/oh87diwlJSV89tlnNvvfe+896/MNGTFiBOHh4bzxxhsN/ors3r07qamp7Nmzh8GDB9e7ObsZ9PxY4uLi6oxezM7OZvPmzU0ef9lllwHwwQcf2Ozftm0bBw4caPS9asyFNW0tFRwczJgxY9i1axd9+/at9z2ur5anVm2z3euvv95gmdrk5sKmqzfffLPe8n/84x+pqKjg3//+N0uWLGH48OE287mNHDmSiIgIfv755wY/FwEBAc1+D9rKlClT8PHx4f3337fZ//bbbxMbG8uYMWMaPf7uu+9m27ZtTW5ffvlls2KB35p4a61cuRIfHx8uuugiADp27MiQIUP44IMPMJvN1nJbt24lIyOjwR8+tYYOHUp8fHydBOU///kPJSUlTR7fElFRUTz33HOcPHmywdrY87355pvNej+dPcecve+xEM0xf/58LrroIkJDQ4mJieG6664jIyPDpoxSijlz5pCQkEBQUBCjR4+2/gBszMcff0yvXr2so+t1H/nqyA5dLZkH67bbblMfffRRne3IkSMNHlvbufa1115TP/zwg9q2bZtS6rdRhKGhoWrBggVqzZo16umnn1b+/v7NHkUIqMsuu0z9+9//VuvWrVNvvfWWzdxN69atUwaDQY0fP14tW7ZMbdy4UX366adq3rx56vrrr7eWs7eTe32d/wGbuY3OH0W4YsUK6yjCpKQklZKS0uT13n333UrTNDVz5kz19ddfqzfffFPFxMSoxMREdfr06TpxN6eTe+0caU8//bTaunWr2rZtm3UUGA3Mg5WcnGzTcXf//v2qffv2asiQIWrx4sVq/fr16osvvlALFiywGeXXkNpRhHfffbf64osv1Ndff62ee+459fLLLyullDp9+rRq37696tevn3XE380336xSU1PrjAatNXz4cJWYmKgA9dZbb9V5/v3331c+Pj7qpptuUh999JHauHGj+s9//qOeeuopde+991rLNfZeJicnq0mTJtXZf+FnxJFmz56tgoKC1D/+8Q+1YcMG9dBDDylALV261Cmv15DKyko1cOBAFR4erv75z3+qNWvWqMcee0z5+vqq+++/36bs+vXrlZ+fn/rd736n1qxZo5YuXaoSExNVnz59rCNWlVLqyJEjytfXV91+++02x7///vsKUHfffbdav369euutt1RERIQaN25cnbiAZr33DY0iNJvNKj09XUVGRtYZtOFM+fn51nvpbbfdZr1ffvTRR2rDhg02ZX19fdVll11ms6+577EQrTVhwgS1ePFitW/fPrV79241adIklZSUpEpKSqxlnnvuORUaGqo+/vhjtXfvXnXTTTep+Ph4m4FSF9q8ebPy9fVV8+bNUwcOHFDz5s1Tfn5+auvWrW1xWfXSLcFqaKvvS67WmTNn1PXXX68iIiKUpmk2SUtBQYG69957VXx8vPLz81PJyclq9uzZzb4prFy5Uo0aNUqFhISo4OBg1atXrzqTH+7Zs0fdeOONKiYmRvn7+6u4uDh12WWX2YwWaosESyml3nrrLdWtWzcVEBCg0tLS1DvvvKOuvfZaNWDAgCav1Ww2q+eff16lpaUpf39/FR0drf7whz/UmYahJQmWyWRSd955p+rQoYP136Z29FJzEyylat6H22+/XXXs2FH5+/urDh06qBEjRqhnnnmmWdf10ksvqT59+qiAgAAVHh6uhg8fbh31p1TNH+Hw4cNVcHCw6tChg7rzzjvVzp07G/zsvfXWWwpQQUFBDX5Rbty4UU2aNElFRkYqf39/1bFjRzVp0iT10UcfWcu4WoJlNpvVCy+8oDp37qwCAgJUnz59rCNV21pBQYG65557VGxsrPL391dpaWnqxRdfrHdagtWrV6thw4apwMBAFRkZqW677bY6E+HW/i3VN+pu2bJlqm/fviogIEDFxcWp//mf/1HFxcU2ZYqLixWgbr755iZjbyjBUkqpFStWKEDNnTu3yfM4Su39p77tws9SQ0lkc95jIRwlPz/fZkoai8Wi4uLi1HPPPWctU1FRocLDwxsdmXvjjTeqK664wmbfhAkTmvV37CyaUs3oXSlcXmFhIWlpaVx33XVtvjyHEJ5k5cqVXHXVVezZs8fad0sI4RwHDx4kNTXV2s/v8OHDdO3alZ07d9r0B7322muJiIjg3Xffrfc8SUlJPPTQQzz00EPWfS+99BILFy502uCtpnhEJ3dvk5eXx7PPPsuYMWOIiori6NGjvPTSSxQXF/Pggw/qHZ4Qbm39+vXcfPPNklwJj1dRUeGQRcnVBQPMoKava1NTtSilmDVrFhdffLF1EEXtoJcLBwjFxsY2mijl5eXVe0xzBn85iyRYbshgMHDkyBHuu+8+zpw5Q3BwMMOGDeONN96gd+/eeocnhFt78cUX9Q5BCKerqKggJbkdefnmpgs3oV27dpSUlNjse/rpp5scmHH//ffz008/8d1339V57sKErb4kzhHHOJMkWG6offv2zRqhJYQQQtSnsrKSvHwzWTuSCQtt/YQCxmILKYOOkpOTQ1hYmHV/U7VXDzzwAF988QWbNm2ymTKodi7DC6fcyc/Pr3f+x/OPu7C2qqljnM2tpmlwBmcOGRVCCCFcWUg7+zeAsLAwm62hBEspxf33388nn3zCunXr6sxvmJKSQlxcHGvWrLHuq6ysZOPGjYwYMaLB6xg+fLjNMQCrV69u9Bhn8/oEa+PGjcyYMYOtW7eyZs0aqqurGT9+PKWlpdYyL7zwAgsWLGDRokVs27aNuLg4xo0b16zlLYQQQghRY8aMGXzwwQcsW7aM0NBQ8vLyyMvLs86hqGkaM2fOZN68eXz66afs27eP6dOnExwczC233GI9z2233cbs2bOtjx988EFWr17N888/zy+//MLzzz/P2rVrmTlzZltfopWMIrzAqVOniImJYePGjVx66aUopUhISGDmzJk89thjAJhMJmJjY3n++eebvd6YEEII4SqMRiPh4eHkZSTZ3UQY1z2boqIimybChjTUJ2rx4sXWNXKVUsydO5c333yTs2fPMnToUF599VWb1QRGjx5N586dbSYP/s9//sOTTz5pHYn47LPP6jpBriRYF3DEkFGTyYTJZLI+tlgsnDlzhqioKJdYKkUIb6WUori4mISEBKev7SeEK6tNsE5kdLI7wUrofqzZCZY3kU7u53HUkNH58+c3a602IYQ+cnJyGl3gXQgh7CUJ1nkcNWR09uzZzJo1y/q4qKiIpKSkOqMshBBty2g0kpiY2GZrhwrh6sxKYbajIcueYz2dJFjnOHLIaEMTrNWOrhBC6Eua6oWoYUFhofVJkj3Hejqv74TgrCGjQgghhPBeXl+DNWPGDJYtW8bnn39uHTIKEB4eTlBQkM2Q0dTUVFJTU5k3b16dIaNCCCGEu7GgMEsNllN4fYL1+uuvAzVDPs93/pDRRx99lPLycu677z7rkNHVq1dLPw4hhBBuTZoIncfrE6zmzFKhaRpz5sxpcl0lIYQQQgiQBEsIIYTwWjKK0HkkwRJCCCG8lOXcZs/xon6SYAkhhBBeymxnJ3d7jvV0Xj9NgxBCCCGEo0kNlhBCCOGlzKpms+d4UT9JsIQQQggvJX2wnEeaCIUQQgghHExqsIQQQggvZUHDTOvX5rTYcaynkwRLCCGE8FIWVbPZc7yonzQRCiGEEEI4mNRgCSGEEF7KbGcToT3HejpJsIQQQggvJQmW80gToRBCCCGEg0kNlhBCCOGlLErDouwYRWjHsZ5OEiwhhBDCS0kTofNIgiWEEEJ4KTM+mO3oLWR2YCyeRvpgCSGEEEI4mNRgCSGEEF5K2dkHS0kfrAZJgiWEEEJ4KemD5TzSRCiEEEII4WBSgyWEEEJ4KbPywazs6OQuaxE2SBIsIYQQwktZ0LDY0ZhlQTKshrhNgjV58uQWH/PGG28QExPjhGiEEEIIIRrmNgnWZ599xo033khQUFCzyi9btoySkhJJsIQQQogGSCd353GbBAvg5ZdfbnbC9J///MfJ0QghhBDuzf4+WNJE2BC3GUW4fv16IiMjm13+q6++omPHjk6MSAghhBCifm5TgzVq1KgWlb/44oudFIkQQgjhGWo6udux2LM0ETbIbRKshqxYsYINGzZgNpsZOXIkU6ZM0TskIYQQwi1Y7FyLUEYRNsxtmgjr89RTT/Hoo4+iaRpKKR566CHuv/9+vcMSQggh3EJtHyx7NlE/t3pnduzYYfP4ww8/ZPv27bzwwgu89NJLfPnllyxdulSn6IQQQgjRlE2bNnH11VeTkJCApml89tlnNs9rmlbv9uKLLzZ4ziVLltR7TEVFhZOvpmFulWDdfffdzJw5k7KyMgC6dOnCggULyMjIYO/evbz++uukpaXpHKUQQgjhHiz42L21VGlpKf369WPRokX1Pp+bm2uzvfPOO2ia1mQXoLCwsDrHBgYGtjg+R3GrPlg//vgjL774IgMHDuTFF1/knXfe4YEHHmDBggWYzWYuvvhili1bpneYQgghhFswKw2zsmMerFYcO3HiRCZOnNjg83FxcTaPP//8c8aMGUOXLl0aPa+maXWO1ZNbJVi+vr48/vjj3HjjjfzpT38iJCSERYsWkZCQoHdoQgghhNcyGo02jw0GAwaDwe7znjx5khUrVvDuu+82WbakpITk5GTMZjP9+/fnb3/7GwMGDLA7htZyqybCWl26dOHrr7/muuuu49JLL+XVV1/VOyQhhBDC7ZjPjSK0ZwNITEwkPDzcus2fP98h8b377ruEhoY2uVxejx49WLJkCV988QX//ve/CQwMZOTIkWRmZjokjtZwqxqsoqIi5s2bx88//0y/fv14/PHHmTRpErNmzeL999/nX//6F+np6XqHKYQQQrgFi/LBYsdIQMu5mdxzcnIICwuz7ndE7RXAO++8w6233tpkX6phw4YxbNgw6+ORI0cycOBAXnnlFV5++WWHxNJSblWDNW3aNLZu3cqkSZPIyMjgT3/6E1FRUbz77rs8++yz3HjjjTz22GN6hymEEEJ4lbCwMJvNEQnWt99+S0ZGBnfeeWeLj/Xx8eGiiy6SGqzm+uabb9i1axfdunXjrrvuolu3btbnxo4dy86dO/nb3/6mY4RCCCGE+zi/ma91xztvotG3336bQYMG0a9fvxYfq5Ri9+7durZquVWClZqayltvvcWdd97JmjVrSE5Otnk+KCiIefPm6RSdEEII4V4stG4k4PnHt1RJSQkHDx60Ps7KymL37t1ERkaSlJQE1HSa/+ijj/jHP/5R7zluu+02OnbsaO3rNXfuXIYNG0ZqaipGo5GXX36Z3bt369pH260SrHfeeYc777yTV199lf79+/O///u/eockhBBCuK3WzmV1/vEttX37dsaMGWN9PGvWLKCmG9CSJUsAWL58OUopfv/739d7juzsbHx8fnvtwsJC7r77bvLy8ggPD2fAgAFs2rSJIUOGtDg+R9GUUl69kNCmTZt48cUX2bFjB7m5uXz66adcd9111ueVUsydO5e33nqLs2fPMnToUF599VV69+7d7NcwGo2Eh4dTVFRk0wlQCNG25G9RiBq1fwuv77yIoHatr2spL6nmTwO3yd9UPdyqk7szNDWj7AsvvMCCBQtYtGgR27ZtIy4ujnHjxlFcXNzGkQohhBCOJWsROo/bvDORkZGcPn262eWTkpI4evRok+UmTpzIM888U+8cG0opFi5cyBNPPMHkyZPp06cP7777LmVlZTJjvBBCCLdnQbN7E/Vzmz5YhYWFfPXVV4SHhzerfEFBAWaz2a7XzMrKIi8vj/Hjx1v3GQwGRo0axebNm7nnnnvqPc5kMmEymayPL5zhVgghhBCezW0SLKjpANeW8vLyAIiNjbXZHxsb22jt2Pz585k7d65TYxNCCCHsZW8znzQRNsxt3hmLxdLiramFIZtL02yrQJVSdfadb/bs2RQVFVm3nJwch8QhhBBCOJKjlsoRdblVDVZbq12VOy8vj/j4eOv+/Pz8OrVa53PUIpdCCCGEcE+SejYiJSWFuLg41qxZY91XWVnJxo0bGTFihI6RCSGEEPazKM3uTdTP62uwmppRdubMmcybN4/U1FRSU1OZN28ewcHB3HLLLTpGLYQQQtjPYmcznz2TlHo6r0+wmppR9tFHH6W8vJz77rvPOtHo6tWrCQ0N1StkIYQQQrg4r0+wRo8eTWOT2Wuaxpw5c5gzZ07bBSWEEEK0AYvywWLHSEB7jvV0bpVgNWc+KT8/P4KDg9sgGiGEEMK9mdEw2zFZqD3Hejq3SrAiIiIanR6hVkhICOPGjeOf//wnnTp1aoPIhBBCCPcjNVjO41YJ1vr165ssY7FYOHnyJK+++ip33303K1eubIPIhBBCCCF+41YJlslkYsyYMfj7+zdZtm/fvgwbNqwNohJCCCHckxn7mvnsW5DOs7lV3d69995Lhw4duOmmm1i2bBmFhYUNlu3WrRvvv/9+2wUnhBBCuJnaJkJ7NlE/t3pnDh8+zKZNm0hPT2fhwoXExcUxduxYXn75ZY4cOWJTNiAggGuvvVafQIUQQgjh1dwqwYKapr8nn3ySH3/8kcOHD3PDDTewatUqevbsSb9+/fjLX/7C9u3b9Q5TCCGEcHm1iz3bs4n6ufU7k5CQwL333svKlSs5ffo0f/nLXzhy5AhXXHEF8+bN0zs8IYQQwqUpNCx2bEqmaWiQW3Vyb0xISAhTpkxhypQpWCwWCgoK9A5JCCGEEF7KrWqwrrzySoqKiqyPn332WZuO7gUFBfTq1QsfHx86dOigQ4RCCCGE+5AmQudxq3fm66+/xmQyWR8///zznDlzxvq4urqajIwMPUITQggh3I5FaXZvon5ulWBduGZgY2sICiGEEELoxWP6YAkhhBCiZcz4YLajrsWeYz2dWyVYmqbVWYuwOWsTCiGEEKIue5v5pImwYW6VYCmlmD59OgaDAYCKigruvfdeQkJCAGz6ZwkhhBCicRZ8sNhRC2XPsZ7OrRKsadOm2Tz+wx/+UKfMbbfd1lbhCCGEEELUy60SrMWLF+sdghBCCOExzErDbEcznz3Hejq3SrCEEEII4TjSB8t5pPFUCCGEEMLBpAZLCCGE8FJK+WCxYzZ2JTO5N0gSLCGEEMJLmdEw27Fgsz3HejpJPYUQQgghHExqsIQQQggvZVH2dVS3yIp1DZIESwghhPBSFjv7YNlzrKeTd0YIIYQQwsEkwRJCCCG8lAXN7q2lNm3axNVXX01CQgKapvHZZ5/ZPD99+nTr2sO127Bhw5o878cff0yvXr0wGAz06tWLTz/9tMWxOZIkWEIIIYSXqp3J3Z6tpUpLS+nXrx+LFi1qsMwVV1xBbm6udVu5cmWj59yyZQs33XQTU6dOZc+ePUydOpUbb7yRH374ocXxOYr0wRJCCCG8lB59sCZOnMjEiRMbLWMwGIiLi2v2ORcuXMi4ceOYPXs2ALNnz2bjxo0sXLiQf//73y2O0RGkBksIIYQQdjEajTabyWSy63wbNmwgJiaGtLQ07rrrLvLz8xstv2XLFsaPH2+zb8KECWzevNmuOOwhCZYQQgjhpSxo1vUIW7Wd64OVmJhIeHi4dZs/f36rY5o4cSJLly5l3bp1/OMf/2Dbtm1cdtlljSZteXl5xMbG2uyLjY0lLy+v1XHYS5oIhRBCCC+lWtlR/fzjAXJycggLC7PuNxgMrT7nTTfdZP3vPn36MHjwYJKTk1mxYgWTJ09u8DhNs70OpVSdfW1JEiwhhBBC2CUsLMwmwXKk+Ph4kpOTyczMbLBMXFxcndqq/Pz8OrVabUmaCIUQQggvZVfz4LnN2QoKCsjJySE+Pr7BMsOHD2fNmjU2+1avXs2IESOcHV6DpAZLCCGE8FJ6jCIsKSnh4MGD1sdZWVns3r2byMhIIiMjmTNnDlOmTCE+Pp4jR47w5z//mejoaH73u99Zj7ntttvo2LGjta/Xgw8+yKWXXsrzzz/Ptddey+eff87atWv57rvvWn1t9pIESwghhBBtZvv27YwZM8b6eNasWQBMmzaN119/nb179/Lee+9RWFhIfHw8Y8aM4cMPPyQ0NNR6THZ2Nj4+vyV3I0aMYPny5Tz55JM89dRTdO3alQ8//JChQ4e23YVdQFNKyVKNTmY0GgkPD6eoqMhpbdRCiKbJ36IQNWr/Fq5dfTv+IQGtPk9VaSWfj39H/qbqITVYQgghhJdq7XI35x8v6ied3IUQQgghHExqsIQQQggvZe9IwLYYReiupAarmV577TVSUlIIDAxk0KBBfPvtt3qHJIQQQtjFHaZpcFeSYDXDhx9+yMyZM3niiSfYtWsXl1xyCRMnTiQ7O1vv0IQQQohWkwTLeaSJsBkWLFjAHXfcwZ133gnUrNr99ddf8/rrr7dovaWyymr8KqudFaYQogll8vcnhGgjkmA1obKykh07dvD444/b7B8/fnyDq3SbTCabRSmLiooAGPyXL/ExBDsvWCFEoyymMqBmjTIhhPTBciZJsJpw+vRpzGZzi1bpnj9/PnPnzq2z//jr050RohCihQoKCggPD9c7DCF0p7BvqgX5qdIwSbCaqSWrdM+ePds6My1AYWEhycnJZGdnt9lN3Wg0kpiYWGeFc3k993lNT389PV6zqKiIpKQkIiMjnf5aQgjvJglWE6Kjo/H19W3RKt0GgwGDwVBnf3h4eJvPdOvMFc698fX0eE1Pfz09XvP8JTaE8GbSROg8cpdpQkBAAIMGDaqzSveaNWt0XaVbCCGEsJeMInQeqcFqhlmzZjF16lQGDx7M8OHDeeutt8jOzubee+/VOzQhhBBCuCBJsJrhpptuoqCggL/+9a/k5ubSp08fVq5cSXJycrOONxgMPP300/U2GzpLW7+mp7+eHq/p6a+nx2vqcY1CuDJpInQeTcl4ZSGEEMKrGI1GwsPDufiLGfiFtP4HR3Wpie+ueZWioqI277vp6qQPlhBCCCGEg0kToRBCCOGllNJQdjTz2XOsp5MESwghhPBSFjS7Jhq151hPJwmWEEII4aWkk7vzSB8sO33yySdMmDCB6OhoNE1j9+7ddcqYTCYeeOABoqOjCQkJ4ZprruHYsWM2Zc6ePcvUqVMJDw8nPDycqVOnUlhY2KwYNE2rd3vxxRetZUaPHl3n+ZtvvrlV1zx9+vQ65xo2bFiLr7m5qqqqeOyxx0hPTyckJISEhARuu+02Tpw4YVPOkdd4oddee42UlBQCAwMZNGgQ3377rUPOO3/+fC666CJCQ0OJiYnhuuuuIyMjw6ZMc97v5pozZ06dc8XFxVmfV0oxZ84cEhISCAoKYvTo0ezfv9+ua+zcuXO9n88ZM2Y45Po2bdrE1VdfTUJCApqm8dlnn9k835xrcuTnVQghQBIsu5WWljJy5Eiee+65BsvMnDmTTz/9lOXLl/Pdd99RUlLCVVddhdlstpa55ZZb2L17N6tWrWLVqlXs3r2bqVOnNiuG3Nxcm+2dd95B0zSmTJliU+6uu+6yKffmm2+27qKBK664wuZcK1eubPE1N1dZWRk7d+7kqaeeYufOnXzyySf8+uuvXHPNNXXKOvIaa3344YfMnDmTJ554gl27dnHJJZcwceJEsrOz7T73xo0bmTFjBlu3bmXNmjVUV1czfvx4SktLbco19X63RO/evW3OtXfvXutzL7zwAgsWLGDRokVs27aNuLg4xo0bR3Fxcatfb9u2bTavVztp7w033OCQ6ystLaVfv34sWrSo3uebc02O/LwK4U5q+2DZs4kGKOEQWVlZClC7du2y2V9YWKj8/f3V8uXLrfuOHz+ufHx81KpVq5RSSv38888KUFu3brWW2bJliwLUL7/80uJYrr32WnXZZZfZ7Bs1apR68MEHW3yu+kybNk1de+21DT7fnGu2148//qgAdfToUes+R17j+YYMGaLuvfdem309evRQjz/+uMNfKz8/XwFq48aN1n1Nvd8t8fTTT6t+/frV+5zFYlFxcXHqueees+6rqKhQ4eHh6o033nDI6yul1IMPPqi6du2qLBaLUsqx1weoTz/91Pq4OdfUFp9XIVxNUVGRAtTgT2aqYV8/1upt8CczFaCKior0viSXIzVYTrZjxw6qqqoYP368dV9CQgJ9+vRh8+bNAGzZsoXw8HCGDh1qLTNs2DDCw8OtZZrr5MmTrFixgjvuuKPOc0uXLiU6OprevXvzyCOP2FUrsWHDBmJiYkhLS+Ouu+4iPz/f+lxzrtleRUVFaJpGRESEzX5HXiNAZWUlO3bssLkWgPHjxzvsWs5XVFQEUGcx4sbe75bKzMwkISGBlJQUbr75Zg4fPgxAVlYWeXl5NtdqMBgYNWqUw661srKSDz74gNtvv91msXRHXt/5mnNNbfF5FUJ4H+nk7mR5eXkEBATQvn17m/2xsbHWBaTz8vKIiYmpc2xMTEydRaab8u677xIaGsrkyZNt9t96662kpKQQFxfHvn37mD17Nnv27KmzxmJzTJw4kRtuuIHk5GSysrJ46qmnuOyyy9ixYwcGg6FZ12yPiooKHn/8cW655Rabie0ceY21Tp8+jdlsrrOwt6Ou5XxKKWbNmsXFF19Mnz59rPuber9bYujQobz33nukpaVx8uRJnnnmGUaMGMH+/fut11PftR49etT+CwQ+++wzCgsLmT59unWfI6/vQs25Jmd/XoVwZTJNg/NIgtUCS5cu5Z577rE+/uqrr7jkkktadS6llM0v+PP/u6EyzYnhnXfe4dZbbyUwMNDmuLvuusv633369CE1NZXBgwezc+dOBg4c2GCc9b3eTTfdZHOuwYMHk5yczIoVK+okdk1dT3Nfs/Yaq6qquPnmm7FYLLz22msOucbmuDDu5l5LS9x///389NNPfPfddzb7W/t+12fixInW/05PT2f48OF07dqVd99919qx3JnX+vbbbzNx4kQSEhKs+xx5fQ1pzTU5499YCFej7BxFKAlWwyTBaoFrrrnGphmvY8eOTR4TFxdHZWUlZ8+etfmFnJ+fz4gRI6xlTp48WefYU6dO1fnl3VgM3377LRkZGXz44YdNxjVw4ED8/f3JzMxsNPlozjXHx8eTnJxMZmam9XqauubGNPSaVVVV3HjjjWRlZbFu3boml2Vo7jU2Jjo6Gl9f3zo1Gfn5+XX+bezxwAMP8MUXX7Bp0yY6derUaNkL3297hISEkJ6eTmZmJtdddx1QU6MTHx9vLeOoaz169Chr167lk08+abScI6+vdoRkY9dk7+dVCCHqI32wWiA0NJRu3bpZt6CgoCaPGTRoEP7+/jbNVLm5uezbt8968x4+fDhFRUX8+OOP1jI//PADRUVFdW7wjcXw9ttvM2jQIPr169dkXPv376eqqsrmS6e111xQUEBOTo71XM255pa+Zm1ylZmZydq1a4mKinLYNTYmICCAQYMG1WlmXLNmjUO+fJVS3H///XzyySesW7eOlJSUJo+58P22h8lk4sCBA8THx1ubV8+/1srKSjZu3OiQa128eDExMTFMmjSp0XKOvL7mXJO9n1ch3JkClLJj0/sCXJjUYNnpzJkzZGdnW+dkqp3DKC4ujri4OMLDw7njjjt4+OGHiYqKIjIykkceeYT09HQuv/xyAHr27MkVV1zBXXfdZZ1W4O677+aqq66ie/fuzYrDaDTy0Ucf8Y9//KPOc4cOHWLp0qVceeWVREdH8/PPP/Pwww8zYMAARo4c2aLrLSkpYc6cOUyZMoX4+HiOHDnCn//8Z6Kjo/nd734H0Kxrbonq6mquv/56du7cyX//+1/MZrO1RikyMpKAgACHXuOFZs2axdSpUxk8eDDDhw/nrbfeIjs7m3vvvdeu8wLMmDGDZcuW8fnnnxMaGmq9rvDwcIKCgpr1frfEI488wtVXX01SUhL5+fk888wzGI1Gpk2bhqZpzJw5k3nz5pGamkpqairz5s0jODiYW265xa7rtFgsLF68mGnTpuHn99ttxxHXV1JSwsGDB62Ps7Ky2L17N5GRkSQlJTV5TY7+vArhTixoaDKTu3PoNn7RQyxevFhx7kfA+dvTTz9tLVNeXq7uv/9+FRkZqYKCgtRVV12lsrOzbc5TUFCgbr31VhUaGqpCQ0PVrbfeqs6ePdvsON58800VFBSkCgsL6zyXnZ2tLr30UhUZGakCAgJU165d1f/8z/+ogoKCFl9vWVmZGj9+vOrQoYPy9/dXSUlJatq0aXWupznX3Fy1U2DUt61fv97h11ifV199VSUnJ6uAgAA1cOBAm2kU7NHQdS1evFgp1fz3u7luuukmFR8fr/z9/VVCQoKaPHmy2r9/v/V5i8Winn76aRUXF6cMBoO69NJL1d69e+2+zq+//loBKiMjw2a/I65v/fr19b6H06ZNa/Y1OfLzKoQ7qJ2mod9/HlYDV/651Vu//zws0zQ0QFNKSQ2fEEII4UWMRiPh4eH0/egRfINbP1rXXGbipxv+TlFRUZP9Yr2NNBEKIYQQXsqiNDRZi9ApJMESQgghvFRtZ3V7jhf1k1GEQgghhBAOJjVYQgghhJeSmdydx6NrsDZt2sTVV19NQkICmqbx2Wef2TyvlGLOnDkkJCQQFBTE6NGj2b9/v00Zk8nEAw88QHR0NCEhIVxzzTUcO3asDa9CCOEq5J4iPE1tgmXPJurn0QlWaWkp/fr1Y9GiRfU+/8ILL7BgwQIWLVrEtm3biIuLY9y4cTYLBM+cOZNPP/2U5cuX891331FSUsJVV12F2Wxuq8sQQrgIuacIIZrLoxOsiRMn8swzz9S7nplSioULF/LEE08wefJk+vTpw7vvvktZWRnLli0DoKioiLfffpt//OMfXH755QwYMIAPPviAvXv3snbt2ra+HCGEzuSeIjyN5dxahPZsLdVYTXBVVRWPPfYY6enphISEkJCQwG233WadzLshS5YsQdO0OltFRUWL43MUr+2DlZWVRV5eHuPHj7fuMxgMjBo1is2bN3PPPfewY8cOqqqqbMokJCTQp08fNm/ezIQJE+o9t8lkwmQyWR9bLBbOnDlDVFSULB4rhI6UUhQXF5OQkICPj2N/X8o9RTiKMz+ndV+r7UcR1tYE//GPf2TKlCk2z5WVlbFz506eeuop+vXrx9mzZ5k5cybXXHMN27dvb/S8YWFh1tVUagUGBrY8QAfx2gSrdkmSCxexjY2N5ejRo9YyAQEBNgvA1pa5cPHf882fP5+5c+c6OGIhhKPk5OQ0uah2S8k9RTiaMz6nrmDixIlMnDix3ufCw8PrrP36yiuvMGTIELKzs0lKSmrwvJqmWRd4dwVem2DVuvDXn1KqyV+ETZWZPXs2s2bNsj4uKioiKSmJi7kSP/ztC1jUUUUlRRRQyGmMnKWUYixYuJSrrGts7Wc7pzgOQAAGDARjIBADQRgIohNd8DnXYl5BGRYUfvjiix8++KKhoc79n895LetVVFJFFdWYqKKSSiqpwkQVJsyYSeO3hbd38S1FnKkTvw++hBFBOsPxxdeZb5XXq6aK71hJaGio016jLe8pvx7OIjYq0r6AhcsxGo0kJiY69XNaq6YGy55RhDX/azQabfYbDAYMhtbPEH++oqIiNE0jIiKi0XIlJSUkJydjNpvp378/f/vb3xgwYIBDYmgNr02warPcvLw84uPjrfvz8/Otv0Dj4uKorKzk7NmzNr848/PzGTFiRIPnbuiD5Yc/fpokWI6Sow5ynCxKKKrznIZGNVUEaSEApKp00uiLgSB8tMar3NsR3uwY/PAnqJlle6shlGKkjBLKKKGUIowUYsFMBeUYtN+qsverbSgUUcQRRQwBmn7V3B7l3JeBM5rV9LinhIaGyfIkHqwtmn8dNU1DYmKizf6nn36aOXPm2BMaABUVFTz++OPccsstjX7We/TowZIlS0hPT8doNPLPf/6TkSNHsmfPHlJTU+2OozW8NsFKSUkhLi6ONWvWWDPcyspKNm7cyPPPPw/AoEGD8Pf3Z82aNdx4440A5Obmsm/fPl544QXdYvc2SilKKOIUJ0gi1ZqkVlFpTa6CCaU90YQTTRgRBBNqk0gFa+10if18wVo7grGNw6IslGKkkt/61yilOE0uVVSSRzYAoSqCKGKJJJYIoptMEkXbk3uK8GY5OTk2CZAjaq+qqqq4+eabsVgsvPbaa42WHTZsGMOGDbM+HjlyJAMHDuSVV17h5ZdftjuW1vDoBKukpISDBw9aH2dlZbF7924iIyNJSkpi5syZzJs3j9TUVFJTU5k3bx7BwcHccsstQE1b8B133MHDDz9MVFQUkZGRPPLII6Snp3P55ZfrdVlewaIsFHKaU5zgFCeooAyAEMKIpaZPQiyJhBBGBNE2tT/uxEfzIZSIOvvTGUYBJyngJCUUUnxuO0IG4URxEWPaPlgh9xThcRTWit1WHw81HcwdWZtaVVXFjTfeSFZWFuvWrWvxuX18fLjooovIzMx0WEwt5dEJ1vbt2xkz5rcvoto+DNOmTWPJkiU8+uijlJeXc99993H27FmGDh3K6tWrbdq9X3rpJfz8/LjxxhspLy9n7NixLFmyBF9f6SvjDOWqlKNkcJJjVFFp3e+DL1HEEsBvv4pCtFBCcH4fhbamaRqRxBBJDKmkY1IVnDmXbJ3hJNH81vxUrao5yF5i6UQE0TKizMnkniI8jSvO5F6bXGVmZrJ+/XqioqJaEZdi9+7dpKenOzy+5tKUkqUanc1oNBIeHs5orpU+WPU4v4NvmSphM6sA8CeAaBLoQAJRxOCrefTvgWZRSmHBgq9W82Wcp7LZx48AGAgijkQ60sUlmkRdUbWqYgOfU1RU5NZ9l2rvKbmnCoiLlk7unqb239eZn9Pa1+jy7p/xDW59C4C5rILD0+a1KNbza4IHDBjAggULGDNmDJGRkSQkJDBlyhR27tzJf//7X5tRuZGRkQQEBABw22230bFjR+bPnw/A3LlzGTZsGKmpqRiNRl5++WXef/99vv/+e4YMGdLq67OHfGMJXSilKCCP4xzBB410atrOg7V2dFG9CCeK9nSQvkYX0DTNZqRhMKEk0Jl8jmOinKP8ylF+JUrFkUhXooiTWi0hhEtprCZ4zpw5fPHFFwD079/f5rj169czevRoALKzs23mCCssLOTuu+8mLy+P8PBwBgwYwKZNm3RLrkASLNHGzMpMHkc5SiZl1CwfoqFRpSrx12p+mXTReukZolsJ09rTi8H0UAM4TR7HOXyu71YeBeQxggkEe2AzqhDCQexdT7AVx44ePZrGGs+a07C2YcMGm8cvvfQSL730UotjcSZJsESbqFKVHOMQORy0jpjzw594kulIijW5Eq3jo/kSQ0di6EiZKuEYhzBRTrD2W3KVp7KJIJpALVjHSIUQrkSPmdy9hSRYok2c4AiH2A/U9BVKIpWOpEifNCcI1trZTHAKUKHK2M82ABJUCp3pbp0jTAghhONJgiWcolLVzGYeotV0euxICqc4QUe6EEsn6VvVxsxUE0E0ZznFcQ5zgiwSVGc600MSLSG8mCuOIvQUkmAJhzKrao6SyVEyCCaUIeoyNE3DT/NnMKP1Ds9rhWhhDGIUZ9UpDvPzuUQrixMcIV51phu9ZbZ4IbyR0lrVj8rmeFEvSbCEQ1iUheNkkcXP1j5WCkUlJgzIF7eraK91YBCjKFSnOczPnCGfk+TQFRlYIIQQjiQJlrBbgTpJBrsoowSAIELoSm9iSZQpAlxUhBbNQC6lUJ2mnDIM2m8rKhapAsKIlH87IbyAdHJ3HkmwhF3OqJPs4lsAAjCQQk860kX6WLmJCC3aZqGegnP/npHEkKb60U5r/sLXQgg35Ki1ckQdkmAJu7QnhgiiCSWCrvSWUYFurpwSfPDhDPn8wFqSVRpd6IWPJsu4CCFES0iCJVqkWBWSxQF6cRF+mh+apjFQXSo1Vh6ik9aVSBVLJj9xihMcIYNT5NJLDSZckyVZhPA0MorQeeRbUTSLUoosdYAf+YZ8jnOEA9bnJLnyLMFaO/ppI+jLcAIwUIqRbazjiPpF79CEEM6g7NhEg6QGSzSpXJWynx8ppACAGDrSiW46RyWcLUbrSISKJoPdnCSHIGQBaSE8jdRgOY8kWKJReSqbA+zETDW++NGDAcSRJCPMvESAZiCdoSSpboRrUdb9ZaqEIELkcyCEEA2QBEs06Kj6lUx+AiCcSHozhGBNajG80fnJlUmVs531hBJBbzWEAM2gY2RCCLvIKEKnkc4zokFxJFqnXhjEaEmuBADFFFJNFQWc5AfWUqQK9A5JCNFqmgM2UR9JsISNEmW0/rdBC2IEV9BV6y0d2YVVtBbPRVxGMO0wUc52NpCtMlEy46AQQlh5/bdm586d0TStzjZjxgwApk+fXue5YcOG6Ry14ymlOKT2sZXVnFTHrPtlXitRn1AtgiGMJYZOKBS/soe9bMWsqvUOTXdyTxFuxZ4RhDKSsFFe3wdr27ZtmM1m6+N9+/Yxbtw4brjhBuu+K664gsWLF1sfBwQEtGmMzlatqtjHj5wmF4ASComlk85RCVfnp/mTroaSQzSZ7CGf4wQRQip99Q5NV3JPEW5F+mA5jdcnWB06dLB5/Nxzz9G1a1dGjRpl3WcwGIiLi2vr0NpEmSphD99TSjE++NCTQcRryXqHJdyEpmkk0Y0wFUEWB+gii0Z7/T1FCFHD65sIz1dZWckHH3zA7bffbjP8fMOGDcTExJCWlsZdd91Ffn5+o+cxmUwYjUabzRUZ1Vm2sZ5SijEQxCBGS3IlWiVCi2aAdgm+Ws1vNqWUTX8+b+Vt9xThhpRm/ybq5fU1WOf77LPPKCwsZPr06dZ9EydO5IYbbiA5OZmsrCyeeuopLrvsMnbs2IHBUP/w9Pnz5zN37tw2irp1KlQZO9iImWpCiaA/IzFoQXqHJTxEFr+Qxc/0VINJ8OKk3ZvuKcI9KVWz2XO8u5o8eXKLj3njjTeIiYlpVllNydAfqwkTJhAQEMCXX37ZYJnc3FySk5NZvnx5g/84JpMJk8lkfWw0GklMTGQ017pUp/GDai9FnKEfI1wqLuHelFLs40dOkgNAN9LprHXXOaoa1aqKDXxOUVERYWFhTn89Z99Tck8VEBcta0R6GqPRSHh4uFM/p7Wv0WnRXHyCAlt9Hkt5Bcfuf7rN/qYcycfHhxtvvJGgoOZVLixbtowDBw7QpUuXZpWXGqxzjh49ytq1a/nkk08aLRcfH09ycjKZmZkNljEYDA3+EtWbRVmsUy50pQ8KCz6ar85RCU+iaRp91BACCeYoGRxkL0pZSNF66h1am/KWe4pwc17eyf3ll19udo3Uf/7znxadW/pgnbN48WJiYmKYNGlSo+UKCgrIyckhPj6+jSJznGyVyU42YVY1I5w0TZPkSjiFpmmkaul0pTcAh9jPYfWzzlG1LW+4pwgP4MV9sNavX09kZPNrgL/66is6duzY7PKSYAEWi4XFixczbdo0/Px+q9QrKSnhkUceYcuWLRw5coQNGzZw9dVXEx0dze9+9zsdI265bHWQX9lDIaetTTdCOFuK1pNu9AHgMD9zSO3XOaK24Q33FOEZNGX/5q5GjRpl8/fZlIsvvrhFNcnSRAisXbuW7Oxsbr/9dpv9vr6+7N27l/fee4/CwkLi4+MZM2YMH374IaGhoTpF23LHVRa/shuAFHoSj/d2OhZtr7PWA035kMlPGPCOgRSefk8RwpOtWLGCDRs2YDabGTlyJFOmTGnVeSTBAsaPH1/vMh9BQUF8/fXXOkTkOHkqhwPsACCJVLrQy2a4uBBtIVlLI0rF0k4L1zuUNuHJ9xThYby8D9aFnnrqKT755BMmTZqEUoqHHnqI9evXs2jRohafSxIsD3ZKnWA/PwLQkS6k0leSK6Gb85OrKlXJGfKJ1WTFACF0ZW8/KjfugwWwY8cOBg0aZH384YcfsmfPHuvIwunTpzN69OhWJVjSB8tDmVU1B9iBQhFHEj0YIMmVcAlVqpLtbGAvW23WvRRCiLZ29913M3PmTMrKygDo0qULCxYsICMjg7179/L666+TlpbWqnNLguWhfDU/+nMxCaTQi8GSXAmX4Yc/EUQDsJ8fOatO6RyREF7Myxd7/vHHH4mLi2PgwIF8+eWXvPPOO+zcuZMRI0ZwySWXcOzYMZYtW9aqc0sToQcL09rTi0FNFxSiDWmaRg81gEoqOMUJ9rCZwWq01/TPEsKleHkfLF9fXx5//HFuvPFG/vSnPxESEsKiRYtISEiw+9xSg+VBzMrMbvU9heq03qEI0ShN0+jDUMKJopoqdvEdFapM77CEEF6qS5cufP3111x33XVceumlvPrqq3afUxIsD6GU4me2c5pcfmKrdTJRIVyVr+ZLf0YSTCgmyvmJLVjkcytE2/LyJsKioiIee+wxrr76ap588kkmT57MDz/8wI8//siwYcPYu3dvq88tCZaHyOIAJ8lBQ6MPQ/CVGdqFG/DXAhjAxfjhj4kKKijXOyQhvIsXz+QOMG3aNLZu3cqkSZPIyMjgT3/6E1FRUbz77rs8++yz3HjjjTz22GOtOrf0wfIAJ9UxDlOzDEkPBhKpNW9dJSFcQZAWQn91McG0I0CT9faEEG3nm2++YdeuXXTr1o277rqLbt26WZ8bO3YsO3fu5G9/+1urzi01WG6uTJXwM9uBmolEO2opOkckRMtFaFE2yZVFWXSMRgjv4c1L5QCkpqby1ltv8euvv/LGG2+QnGy70klQUBDz5s1r1bklwXJjFmVhHz9gppoIouhGut4hCWG3E+oIW1lDpTLpHYoQnk+HPlibNm3i6quvJiEhAU3T+Oyzz2xDUoo5c+aQkJBAUFAQo0ePZv/+ptcx/fjjj+nVqxcGg4FevXrx6aefNnnMO++8w7p16xgwYADLli3j9ddfb/kFNUASLDdmwUwgwfgTQB+G4qPJP6dwb2Zl5gi/UEYx+/ih3uVmhBDurbS0lH79+jU4O/oLL7zAggULWLRoEdu2bSMuLo5x48ZRXFzc4Dm3bNnCTTfdxNSpU9mzZw9Tp07lxhtv5Icffmg0lv79+7N9+3ZKS0v5/vvv6dmzp13Xdj75RnZjfpo/6QxjCGMJ1IL1DkcIu/lqvvRlOD74coZ8cjikd0hCCAebOHEizzzzDJMnT67znFKKhQsX8sQTTzB58mT69OnDu+++S1lZWaMTfi5cuJBx48Yxe/ZsevTowezZsxk7diwLFy504pU0ThIsN1Stqq2/7DVNI0gL0TkiIRynnRZOKn0BOMhPlCqjzhEJ4bk07OyDde48RqPRZjOZWtfEn5WVRV5eHuPHj7fuMxgMjBo1is2bNzd43JYtW2yOAZgwYUKjx0RGRnL6dPPnjUxKSuLo0aPNLi+jCN2MUoo9fI8/BnqqgfhrAXqHJITDdaILpzjOGfLZzzYGqzHSBC6EMzhosefExESb3U8//TRz5sxp8eny8vIAiI2NtdkfGxvbaHKTl5dX7zG156tPYWEhX331FeHhzVtFoqCgALO5+XP1SYLlZk6QxVlO4YMvlZjwRxIs4Xk0TaOXGsxW1mDkLEf4hS700jssIUQDcnJyCAsLsz42GOybcuXC9XOVUk2uqduaY6ZNm9a6AJtBEiw3YlLlZFIzq2xXehOiheockRDOE6gF00MNYB8/otx9umghXJWD1iIMCwuzSbBaKy4uDqipkYqPj7fuz8/Pr1NDdeFxF9ZWNXWMxeLc6WCkzt2N/MIuqqkijPYkkap3OEI4XSyJDGc8XbXeeocihGdysaVyUlJSiIuLY82aNdZ9lZWVbNy4kREjRjR43PDhw22OAVi9enWjxzib1GC5iZPqGKc4gYZGTwY1We0phCfQNI0Q7P9VLIRwHSUlJRw8eND6OCsri927dxMZGUlSUhIzZ85k3rx5pKamkpqayrx58wgODuaWW26xHnPbbbfRsWNH5s+fD8CDDz7IpZdeyvPPP8+1117L559/ztq1a/nuu+/a/PpqeX0N1pw5c9A0zWarraKE1k945khVqpIMdgOQTHdCtYg2fX0hXEGxKmSX+pYKVaZ3KI1yh3uKELX0mMl9+/btDBgwgAEDBgAwa9YsBgwYwF/+8hcAHn30UWbOnMl9993H4MGDOX78OKtXryY09LduMdnZ2eTm5lofjxgxguXLl7N48WL69u3LkiVL+PDDDxk6dKh9b5AdpAYL6N27N2vXrrU+9vX9baHk2gnPlixZQlpaGs888wzjxo0jIyPD5h/bmcopRUMjmFBScNwkaEK4kwx2U8hpfuUn+jJM73Aa5er3FCGsHNQHqyVGjx7d6CTCmqYxZ86cRkchbtiwoc6+66+/nuuvv77lATmJJFiAn5+fzS/MWhdOeAbw7rvvEhsby7Jly7jnnnvaJL4wrT3D1XhMlOOr+TZ9gGg1pRRVVGKinEpMmKm2bqARTZx1UtdKZcJEOQEYCCBQmm2drDv9+YG15HOMAnWSKK3hzqt6c/V7ihDC+STBAjIzM0lISMBgMDB06FDmzZtHly5dmpzwrKGboclksplkzWi0f6JEP80fP/ztPo+ooZSinFKKKSSSGOt8YkfJ4CD7GjxuABcTSE2CdZpc60LbGhpBqh3BhBBMKKG0J5IYDFqg8y/GS4RqESSqbuRwkAx2M0yNc9m5sdzhniIEoEsNlitpzt+Sn58fwcEtXy3F6xOsoUOH8t5775GWlsbJkyd55plnGDFiBPv372/1hGfz589n7ty5dsd2RuVTQRnxJEvtiAOUq1JOk0chpzjLaSqpAKA/FxNNTW1DAEHn/teAPwb88MP33Faz3zZhCsBAFZUoFGUUU0YxUPO56csIYkgAaqbYqKaKYELl39IOXejFSXIoo5hsMulMd71DqsOV7ylCXKi1/ajOP96dRURENOueHBISwrhx4/jnP/9Jp06dmnVur0+wJk6caP3v9PR0hg8fTteuXXn33XcZNqymn0dLJy+bPXs2s2bNsj42Go11ZrltilKKDHZTipFKTC75ReIuzqpTZLCbEops9mv4EIrtDL6xdCKWTs1qik3QOpNAZ5RSmCg/l2CVUEoxRs4QTntr2eNkcZifCSSYGNWROJIIpXl/2OI3/loA3VQ6P7OdI/xCR5XicqsZuOo9RYh6OWgmd3e1fv36JstYLBZOnjzJq6++yt13383KlSubdW6vT7AuFBISQnp6OpmZmVx33XVAyyc8MxgMds9ie4IjlGLED386kmLXubxNlarETLW1r5Q/BmtyFUE0kcTQng6EEVknkWpNHzdN0wgkmECCiaT+z0UVlWj4UEEZ2WSSTSbBtCNeJZNAijQltkA8yRzlV0oxcpwsl//x4Sr3FCFEXSaTiTFjxuDv33QXnL59+1p/JDWHa3Zg0JHJZOLAgQPEx8e3esIze1Wrag5RM2y7C71c7he6qypVxRxQO/iW/1pnvAcIIZR0hnIpVzNYG00XrRfttQ5tOmCgu9af0VxDX4YTQyd88KGMEg6xny18jVk1f30rb6dpGqmk04MBbjHhrivcU4RokItNNNrW7r33Xjp06MBNN93EsmXLKCwsbLBst27deP/995t9bq+vwXrkkUe4+uqrSUpKIj8/n2eeeQaj0ci0adPQNK1ZE5452nEOUUkFQYTQia5Oex1PYVRnyeIApzhh3VdOibXZRdM0YtG/OcVX8yOGjsTQkWpVRT4nOM4hQgizSfZKVBHttOYtPuqtorX4pgvpxBXvKUI0xNv7YB0+fJiffvqJL774goULF3L77bczcuRIrr32Wq655ho6d+5sLRsQEMC1117b7HN7fYJ17Ngxfv/733P69Gk6dOjAsGHD2Lp1K8nJyUDNhGfl5eXcd999nD17lqFDh9aZ8MyRzMrMUTIBSKGny46ScgVlqphD7Ockx6z7ooknmTQiiHbp/k1+mj8JJJNAMpbzaq+M6gw/so72qgOp9CVMa9/IWQSARVmwYMZPc41Rtq52TxFCNK5v37707duXJ598khMnTvDFF1/wxRdf8Nhjj5GWlmZNtgYPHtyi82qqsdm+hEMYjUbCw8MZzbVNfgkcU4f4hV0YCGIkEyXBasRh9TOH+RmAOJJIoQchmnsvq3JMHSaDXdbFjRPoTFf6SB+tBhSoPH5hF9HE013r32T5alXFBj6nqKjIIQvT6qX2npJ7qoC46Ei9wxEOVvvv68zPae1rdPnLPHwCW39/sVRUcPivf3b7v6n6lJaWsmrVKj7//HNWrlzJrFmz+POf/9zs472+BsvVhBBGezrQgY6SXF1AKUU1VdY+aUmkUUaxRy0f1EnrQrSK4yD7yCObExzhJMfoptLpRBeXrpXTh0Y5pRznMCmqBwGSiArRMnY2Ebp7H6zGhISEMGXKFKZMmYLFYqGgoKBFx8s3uItpr3VgkDaKROl7ZaNSVbCHzeziW+sSC36aH320oR6TXNUK1ILpow1hMGMIoz1mqslgFz+xRe/QXE4kMYTRHgsWjnFY73CEEG7myiuvpKjotyl8nn32WZuO7gUFBfTq1QsfHx86dOjQonNLguWipKbiN6dVHltZw2lyKaYQI2f0DqlNRGhRXMRldKc/PvgSjet27NaLpmnWkYTHOGzTn00I0QxePorw66+/tlkl4fnnn+fMmd++Y6qrq8nIyGjVuaWJ0EUUqDwKOU0iqQRoMt8N1HRePsQ+jvIrUNN82ochHldj1RhN00ikGx1UAoZzs8xDzZQUgQThq8mfcAydMPATJio4yTHiSdY7JCHch5cvlXNhN3RHdkuXGiwXkc1BsviFo7QuU/Y0VaqS3XxnTa4S6cYQxnpVcnW+QC3YWqtZqUzsZBPbWE+5KtU5Mv35aD50ohsA2WQ69AYphBCtJQmWC6hQZRScW79OZm2vsZ8fOUM+PviSzjC6a/3bdGJQV1ZBGQoLJRSxjXUUKe9oMm1MR1LwwfdcE/JZvcMRwm3UzoNlz+bOaudKvHCfI0j7ggs4ThYA7elAsCZz4QCk0o8KKujNYK+ttWpImNaeIepydvM9JRSyg430UUOI0TrqHZpuAjQDaaofIYQShswdJoRoHqUU06dPty5FVVFRwb333ktISAiATf+slpIES2cWZeHEuQSrE110jkZflcpk7X8WooUyVI2Vzv4NCNSCGKxGsZcfKCCPn9hCb3UR8Zr39j/qpHn3348QreLlfbCmTZtm8/gPf/hDnTK33XZbq84tCZbOTpOHiQr8MdAB762BOK1y2ctW0tVworU4QEZSNsVP86efGsEv7OQER9jPNnyVn1fXZAkhREssXrzYaeeWBEtnx8/N3ZNAstdOLHpG5fMTW7BgIY9soonTOyS34aP50FMNQsOHIgqIIFrvkHRlUuVk8QvllDBAu0TvcIRwed6+FqEzSYKlI6UUARjwxc9rO7cXqQL2sBkLFqKJpxctW+tJ1NT09VADMFPtMuvx6UVD4ziHUShKldHtl04Sok1IkuQU3lll4iI0TaO3dhGjuMYrO7eXq1J28z1mqokkhnSGeW0tnr00TbNJrk6oo145ujBACyTqXA1oLkd1jkYI4c3k28wFeGNSUa2q2M33VFFJKBH0Y4RMw+AgeSqHn9nGbr6nQpXpHU6biycJgDxyZE4sIZri5TO5O5P3fbO7iCpVSbEq9NovgGwyKcWIgUD6MVJmJHegaOJoRwRVmPiJLZi9bPmYaBLwxY8KyijktN7hCOHSvH0eLGeSBEsnJznGD6xlL1v1DkUXKfQkmTT6MYJALajpA0Sz+Wn+9GM4fvhj5Cy/slvvkNqUr+ZLzLkRuac4oXM0QghvJQmWTvI5BuC1kyJqmkaq1pcwLVLvUDxSkBZCOkOBmols81S2zhG1rdqFsU+fWyFBCNEAaSJ0GkmwdFCpTJzlFID1l7Y3qFZVHFL7sXhZk5VeorQ4UugJwC/sokKV6xxR24kilhDCiCIWi7LoHY4QLkuaCJ3H6xOs+fPnc9FFFxEaGkpMTAzXXXcdGRm2Cy5Pnz7dul5R7TZs2LBWv2YBJ1Eo2hHuVaMHM9lLFgfYx496h+I1UuhJGO2ppopTHNc7nDbjp/kzXBtPd61/mw4i0eN+IoRwTV6fYG3cuJEZM2awdetW1qxZQ3V1NePHj6e0tNSm3BVXXEFubq51W7lyZatf8yz5QM2vbG9xVp2yTqqaSDedo/EePpoPvbmI/owkUZP33dn0uJ8IYRdpInQarx+6tWrVKpvHixcvJiYmhh07dnDppZda9xsMBuLi7J9hXCnFmXMJVnti7D6fO7AoMwfYAUBHUmivddA5Iu8SooURgndOuGlRFgo5RRhR+LXBSNW2vp8IYTcvX4vQmby+ButCRUVFAERG2na+3rBhAzExMaSlpXHXXXeRn5/f4DlMJhNGo9Fmq1VOKRWUoaHR3kuWNcnhEGWUEEAg3UjXOxyvVqHKOKG8ZwLOH1nHTr61/qhpa464n0Dj9xQh7CF9sJxHEqzzKKWYNWsWF198MX369LHunzhxIkuXLmXdunX84x//YNu2bVx22WWYTKZ6zzN//nzCw8OtW2JiovU5A0H0ZyRp9POKuZ8qlYksDgDQjT74awE6R+S9KlQ5W/ian9lGqfKOL+hwahKbIh3mw3LU/QQav6cIIVyTprx1pst6zJgxgxUrVvDdd9/RqVOnBsvl5uaSnJzM8uXLmTx5cp3nTSaTzc3SaDSSmJjIaK71urXiMtRucjhIO8IZyuVomqZ3SF5tj9rMKU4QQyf6ap7fsfqEOsrPbCOcKC7SxlCtqtjA5xQVFREW5txmU0fdT6Dhe0ruqQLiomWqE09jNBoJDw936ue09jW6z5yHryGw1ecxmyrIWPjnNvmbcjeeX4XSTA888ABffPEFmzZtavRmCBAfH09ycjKZmZn1Pm8wGDAYDM4I0+0k0JlKTCTQWZIrF9CV3pziBPkco1gVEqpF6B2SU0UQBUAxZ9t0ehBH3k9A7inCiaQPltN4fROhUor777+fTz75hHXr1pGSktLkMQUFBeTk5BAfH9+i16qgjENqP6dVbmvDdTuhWgTp2lCiNO8ZMenK2mnhxFLTvHSYn3WOxvmCCMEfAxYsFFPo9Ndry/uJEMK1eX2CNWPGDD744AOWLVtGaGgoeXl55OXlUV5eMyljSUkJjzzyCFu2bOHIkSNs2LCBq6++mujoaH73u9+16LWKOEMWB7zii024ri7nJh89xQnKVLHO0TiXpmnWWqxCCpz+em15PxHCEaSTu/N4fYL1+uuvU1RUxOjRo4mPj7duH374IQC+vr7s3buXa6+9lrS0NKZNm0ZaWhpbtmwhNLRlk4SWnPsFHeoFy+McVb/ys9pOmSrROxRxgRAtjGhqpgjI4ZDO0Tjfbx3dnZ9gteX9RAiHaON5sDp37lxnol1N05gxY0a95Tds2FBv+V9++aUVF9u2vL4PVlN9/IOCgvj6668d8lol1AzZDiXCIedzVUopjnGIckqJIJpg2ukdkrhAIqmc5RQ++OoditNFE4+GD+1x/vxrbXk/EcIdbdu2DbP5t/6Q+/btY9y4cdxwww2NHpeRkWHTib5DB9efT9HrE6y2VOwlCdYZTlJOKX74E0vjHXyFPiKJ4RKu8opRre20cNoRDtSshymE+I29zXwtPfbCxOi5556ja9eujBo1qtHjYmJiiIiIaGF0+vL6JsK2VE0VGpr1Zu+pjpMFQBxJXjHXlzvSNM0rkishRBN0XCqnsrKSDz74gNtvv73JUeYDBgwgPj6esWPHsn79+ta/aBuSb782FkwovprnNstUq2pOUzNKMoHO+gYjmqSUwshZAgnCoAXpHY7TlKpijJzBgOdeoxB6unB1geZMLfLZZ59RWFjI9OnTGywTHx/PW2+9xaBBgzCZTLz//vuMHTuWDRs22Cw/5YokwWpjnt48WEAeFiwEEeLx1+oJDrCDExyhK71JOTe60BMd4xA5HKQTXfQORQjX4qB5sC5cXeDpp59mzpw5jR769ttvM3HiRBISEhos0717d7p37259PHz4cHJycvj73/8uCZb4zUWMxR/PbpbJ5xgAMXSSiUXdQBiRnOAIp8n16ASrdrHrUmRUqxDn085t9hwPkJOTY9MJvanaq6NHj7J27Vo++eSTFr/msGHD+OCDD1p8XFtr8wTrwkVPm6JpGjt37iQ5OdlJEbWdENp5fL+XINoRQhgxdNQ7FNEMtdM1FHGGSmUiQPPM2cJDqJkCoQzPnvdLiBZzUA1WWFhYi5bKWbx4MTExMUyaNKnFL7lr1y63mJi3zROswsJCFi5cSHh40x29lVLcd999NkM6hWvrpvWhG32aLihcQqAWTDsVTglFFJBHPO7/Q6Y+tTVYJsp1jkQIYbFYWLx4MdOmTcPPzzYNmT17NsePH+e9994DYOHChXTu3JnevXtbO8V//PHHfPzxx3qE3iK6NBHefPPNxMTENKvsAw884ORo2s4RfiFF9fLoTu7C/UQRSwlFnOW0xyZY/gTgix9mqvUORQiX0tbTNACsXbuW7Oxsbr/99jrP5ebmkp2dbX1cWVnJI488wvHjxwkKCqJ3796sWLGCK6+8svVBt5E2T7AsFkuLyhcXe06V/hEy6OrBtTulqpgggvGRBNKtRBDNUX5tk5nO9aJpGgYVSJn0wRLClg6LPY8fP77BSXmXLFli8/jRRx/l0UcfbUVg+pN5sNpQIMEe2/FbKcU21rGezyhVxqYPEC4j/NxafaUYqVKVOkfjPAEE6h2CEMKL6D6K8Pjx43z//ffk5+fXqd36n//5H52ico5AD56Dp4Iy60SqQbI0jlsJ0Aykqr60IwxfD146pwu9qMLEXn7QOxQhXIss2OwUuiZYixcv5t577yUgIICoqCib2h1N0zwuwfLHM0doARSfW8i6HeH4aFIx6m6StTS9Q3C6SC1GlsoR4gJ69MHyFromWH/5y1/4y1/+wuzZs/Hx8fwvZT8C9A7BaWoXsvb0ZYCEEEKI5tA1wSorK+Pmm2/2iuQKwE//FlmnKacUgGBpHnRLVaqSM+RjppoErbPe4TiFSZVz6twyTkKIc3To5O4tdM1s7rjjDj766CM9Q2hTnjyLe22CFUSIzpGI1iijhL1s5RD79Q7FaYyc5Rd26h2GEC6ltonQnk3UT9cqlfnz53PVVVexatUq0tPT8fe3TUAWLFigU2TOEeehcwxBTSd3gEBJsNyS4dwIu0oqUEp55GhXHw/uwC+EcD26Jljz5s3j66+/ti7keGEnd08T4MGd3ONJphKT1GC5qdopDBSKKio98rPqySMkhWg1aSJ0Gl2bCBcsWMA777zDgQMH2LBhA+vXr7du69at0zO0Ol577TVSUlIIDAxk0KBBfPvtt3qH5FK6ar3pqQ3EoMlcQ+7IR/PB/9wgjEoqdI7GOXxcbNo/uacIVyBNhM6j6x3HYDAwcuRIPUNolg8//JCZM2fyxBNPsGvXLi655BImTpxoM51/c8gs0sKV+Z6r0PbU5WRcqYnQUfcUIeymHLCJeumaYD344IO88soreobQLAsWLOCOO+7gzjvvpGfPnixcuJDExERef/31Fp3HdK6fkqexKAsVqowKJQvpurPaBMRCy5azcheulGA56p4ihHBduvbB+vHHH1m3bh3//e9/6d27d51O7p988olOkf2msrKSHTt28Pjjj9vsHz9+PJs3b673GJPJhMlksj42Gj176ZhyStnC1/jhz2iu1Tsc0Uq/JVhmnSNxDldJsOSeIlyK9MFyGl0TrIiICCZPnqxnCE06ffo0ZrOZ2NhYm/2xsbHk5eXVe8z8+fOZO3duW4QnhAMpNDSPvV9quMbAGbmnCFciM7k7j+5L5biLC0c1NjaUffbs2cyaNcv62Gg0kpiY6NT4hHAEdS7J8kSuVjMn9xQhPJvnTi3uINHR0fj6+tb5ZZmfn1/nF2gtg8GAweB5w9wbUvuF7Kl9d7xFbQLiqdMZuMrnU+4pwqVIE6HTtHkn94EDB3L27Nlml7/44os5fvy4EyNqXEBAAIMGDWLNmjU2+9esWcOIESNadC5P/RzWDu+3YMaiXONLTLRcf0YyhLG0I0LvUJzCVWqwHHlPEcJemlJ2b6J+bV6DtXv3bvbs2UNkZGSzy5/fuVMPs2bNYurUqQwePJjhw4fz1ltvkZ2dzb333tui87jKDd7R/M5bAqiaSuuklcK9BGuheofgVK709+eoe4oQwnXp0kQ4duxYVDOzXleY0f2mm26ioKCAv/71r+Tm5tKnTx9WrlxJcnLLlr5pTwcnRagvTdPwVX6YqT43C7gkWML1uEoTITjuniKE3aSJ0GnaPMHKyspq8TGdOnVyQiQtc99993HffffZdQ5fD+7ylkBnNDSPvkZPZlLlZJNJECF00rrqHY5TRBDNJUziW1boHQrgmHuKEPaSUYTO0+bfhvILzTN11/rrHYKwQynFHOVXgmlHJzwzwaqtaRVCiLbgWotzebhTnNA7BCHqVUYxAMF4dj8sIcQFZKkcp5Gfc23oNCeJx3Nr8CqVCRPlhGoReociWqj0XIIV4sEJ1gl1lNPk6h2GEC5FmgidR2qw2lA1lXqH4DRn1Sk28SV7qH+pD+HaSqlZesWTa7CKOE0+x/QOQwjXIjVYTiMJVhuqQt/pJpypHeEAVFBGlfLcRNITKaUwUjM3Xei5f0dPZKJC7xCEEF5E1wRr+vTpbNq0Sc8Q2lQ5pXqH4DT+WgCBBANYv6yFeyijmGqq8MHXYycZBaiUBEuIOmqbCO3ZRP10TbCKi4sZP348qampzJs3T9cZ29tCFZWYletMduhoEUQBUMhpnSMRLVFMEQBhtMdH89xKbanBEqIe0kToNLreTT/++GOOHz/O/fffz0cffUTnzp2ZOHEi//nPf6iqqtIzNKep8OBarPbEAHCGfJ0jES0RpyVyKVfTk4F6h+I0SimpwRJCtCndf65GRUXx4IMPsmvXLn788Ue6devG1KlTSUhI4KGHHiIzM1PvEB3Kk5sJI88lWEbOUK08M0H2VAGagRAtTO8wnKacUhTKujC5EOI30jzoHLonWLVyc3NZvXo1q1evxtfXlyuvvJL9+/fTq1cvXnrpJb3Dc4ihXE4ksXqH4TRBWghBhKBQFHBS73CEsKqgDA3No0dJCtEqStm/iXrpOg9WVVUVX3zxBYsXL2b16tX07duXhx56iFtvvZXQ0Job4fLly/nTn/7EQw89pGeoDhFEiEf3cQFIoSegWWuzhGs7rH7mDPkkk0YHLUHvcJwmUothjPod5ZSwhdV6hyOE8AK6Jljx8fFYLBZ+//vf8+OPP9K/f/86ZSZMmEBERESbxyZaJ0HrrHcIopmUUuRylHJK6UiK3uE4nY/mg0EF6R2GEC5FJhp1Hl0TrJdeeokbbriBwMDABsu0b9++VQtEu6Ij/IJJVdBbu0jvUISgiDOUU4oPvnSgo97hCCH0YO9IQEmwGqRrgjV16lQ9X77NHSEDgFSVToDWcFLp7qpUJSc4Qjkl9NA8d2Sau8vjKAAxdMRP89xVs5RS7GQTBoLoQi+9wxFCeAnP7hDkYoIIAaCYQn0DcbIqKsnkJ45xmHLluaMm3Vm1qiaPHACPXh8TaiYYPcsp8sjGT5ZfFcKGZrF/E/WTBKsN1S4n4+kJVrDWztrJ/TiHdY5G1CeXI1RTRTDtPH5AQhFngJq/Px98dY5GCBcjE406jSRYbSj03DIknp5gAXSiKwDHOCxzYrkYpRTZHAQgkVQ0zbPnhiqiAIDwcysNCCF+I0vlOI8kWG2otgbL6AUJVgcSCCaUaqo4JrVYLieVdKKI8/jmQYBCSbCEcBlz5sxB0zSbLS4urtFjNm7cyKBBgwgMDKRLly688cYbbRStfbw2waqqquKxxx4jPT2dkJAQEhISuO222zhx4oRNudGjR9f5MNx8882tes3aBKucEiqVye5rcGWaptGZ7gBk86tHr8HobjRNI0bryADtYo/u3A5gUWbr4uMRTk6w9LinCGE3HSYa7d27N7m5udZt7969DZbNysriyiuv5JJLLmHXrl38+c9/5n/+53/4+OOP7bnqNuHZd9dGlJWVsXPnTp566in69evH2bNnmTlzJtdccw3bt2+3KXvXXXfx17/+1fo4KKh1c+kEYKAd4ZRTSilGAuhg1zW4ujiSOMzPVFBGDpl0pofeIXk9pZTHNwmez0ghCgv+GAgiBDPVTnstPe4pQthLj3mw/Pz8mqy1qvXGG2+QlJTEwoULAejZsyfbt2/n73//O1OmTGn5i7chr02wwsPDWbNmjc2+V155hSFDhpCdnU1SUpJ1f3BwcLM/DE3pz0gCCPT4Gd2hZmLHrqo3JzlGBzx3lnB3YVFmtrOBDiqBJFLx9fDaKwAzVQQTSgihNYmlE/uL6HVPEcIVGI1Gm8cGgwGDwVBv2czMTBISEjAYDAwdOpR58+bRpUuXestu2bKF8ePH2+ybMGECb7/9NlVVVfj7+zvmApzA87/lW6CoqAhN0+rMHL906VKio6Pp3bs3jzzyCMXFxY2ex2QyYTQabbZagVqwVyRXteJIor820qMXEnYXR8nEyFlyOITykqE/UVocI7QJpDNMl9dvi3uKEHZx0CjCxMREwsPDrdv8+fPrfbmhQ4fy3nvv8fXXX/Ovf/2LvLw8RowYQUFBQb3l8/LyiI21XcM3NjaW6upqTp8+bdelO5vn/4RtpoqKCh5//HFuueUWwsJ+SwZuvfVWUlJSiIuLY9++fcyePZs9e/bU+aV6vvnz5zN37twmX9MbmmsuvD6zqvaKmhNXU6HKyOIAAKn0xU9z3V99zqDHjxo97ilCtJSjmghzcnJsPucN1V5NnDjR+t/p6ekMHz6crl278u677zJr1qz6X+OC7xF1rt+Xq39/ek1VytKlS2nXrp11+/bbb63PVVVVcfPNN2OxWHjttddsjrvrrru4/PLL6dOnDzfffDP/+c9/WLt2LTt37mzwtWbPnk1RUZF1y8nJsXn+iMrge7WK3HMzaXuDKlXJz2o729iARcnMdG1JKUUGu7FgJoJo4kjUO6Q2UaUqnTq4wpXuKULoLSwszGZrKMG6UEhICOnp6WRmZtb7fFxcHHl5eTb78vPz8fPzIyrKtUcGe01VwjXXXMPQoUOtjzt2rFl7raqqihtvvJGsrCzWrVtnk4HXZ+DAgfj7+5OZmcnAgfUvA9NY2zNANZWUU8IZ8kmgc8svxg0pLJziBFVUcpRfSZEO720mj2xOcQINjR4McPlffY6SxQGOcZhuqg9JWqrDz+9K9xQhWq2VIwFtjreDyWTiwIEDXHLJJfU+P3z4cL788kubfatXr2bw4MEu3f8KvCjBCg0NJTQ01GZf7Y0wMzOT9evXNysb3r9/P1VVVcTHx7c6lkhiOUIGBZzEoixe0ScrQAskTfVjP9s4zH6iVCxhWnu9w/J4FaqMX9gFQBd60U4L1zmitnOaXCyYMeCcEXqudE8RorXaehThI488wtVXX01SUhL5+fk888wzGI1Gpk2bBtTU1h4/fpz33nsPgHvvvZdFixYxa9Ys7rrrLrZs2cLbb7/Nv//979YH3Ua8JsG6UHV1Nddffz07d+7kv//9L2az2VoNGRkZSUBAAIcOHWLp0qVceeWVREdH8/PPP/Pwww8zYMAARo4c2erXjiAafwKowkQhpz1+qZJacSSRz3FOcYK9bGWoutzr+gK1teJz0xSEE0nyuXnJvEGZKqGMEjQ0ooht+gAH0POeIkSr2bvcTQuPPXbsGL///e85ffo0HTp0YNiwYWzdupXk5JpJj3Nzc8nOzraWT0lJYeXKlTz00EO8+uqrJCQk8PLLL7v8FA3gxQnWsWPH+OKLLwDo37+/zXPr169n9OjRBAQE8M033/DPf/6TkpISEhMTmTRpEk8//TS+vq1f08xH86GDSuAER8jnuNckWJqm0UsN5gfWUk4pB9hJHzXEa5qs9NBBS2CwGo0f/l5RU1rrNLlAzY+Ztkri9bynCOEuli9f3ujzS5YsqbNv1KhRjfZRdFVem2B17tzZOhKhIYmJiWzcuNEprx9DJ2uC1V3195okw18LoI8awg42cpIcQomwzvguHOf8EaphWqTO0bS9U9TMnh5N2zW76X1PEaI19Jho1Ft4z09aFxNJDH74U0kFhbj2XB6OFqFFk0Y//AkgDOmH5WhF6gxbWYNRndU7FF1UqDLOcgqAGDrqHI0QLs6i7N9Evby2BktvPpoPHVUKZswEEKh3OG2uE12JpRMBmvdduzOVqWJ28x1VVJLFAfoxQu+Q2lweNf03IogmSAvRORohhLeSBEtHqVpfvUPQjaZpNomlUZ3FBx+vGuXmaCZVwa5zyVUo7enNRXqHpIs4klBACKFNlhXC67VxJ3dvIgmW0J1RnWEHm/DFl0FqNCGafDG2lEmVs4NNlFNKECH0Z6TXjtAM1IJlnjUhmknDzj5YDovE80gfLJ0ppShUp8lW9c9i6w2CaEcQIVRiYgcbKVFFeofkVipUGTvYSBnFBBLMAC7BIE2vQgihK0mwdFZGCdvZQCY/YVLleoejC38tgIFcQjvCqaSC7WygUHlXx397ZHGAMkoIJJhBjCJYa6d3SLqwKAt71Q/kqWxZjkmI5qqdyd2eTdRLEiydhWihhBOFQnGCI3qHo5sALZBBjCKcKKqpYiffkq9O6B2WW0ilHzF0ZBCjvLpT92lyOUkOGezWOxQh3EbtNA32bKJ+kmC5gE50AeA4WU3Oo+PJamuyoojDgpmf2Mxpldf0gV6oUJ22flb8ND/6asO9OrkCyKammb0jKV41qaoQwjXJXcgFxNAJP/ypoIwznNQ7HF35an70YwSJdKM9HbxmlvvmMiszP6sdbGcDR8nQOxyXYVRnKeQ0Ghqd6Kp3OEK4D+WATdRLRhG6AF/Nl3iVTA4HyeEQUcTpHZKufDQfutMfizJbayLMykwJhYRrTS+e66lKVTF7+YESCgGwYLGZsd2b5XAQqPmxEqgF6xyNEO5DUwrNjpYTe471dJJguYhOdCWHg5wmlxJVJPNBAT7ab2uzHWQvORwkRfUghZ42z3k6pRTZZHKIfViw4I+BPgwhSmubRYxdnUlVkEcOAEmk6hyNEG7Gcm6z53hRL0mwXESIFkqM6kgxhVRi0jscl6KUopoqALL4hZMcp4caQKTm+c2HZaqY/WyniAKgZomlXlxEoBakc2Su4xiHUFgIJ5JwL1x3UQjhmiTBciE9GIgf/tJB9wKaptGbi4hWcWSwmzKK2ckm4lUyXenj0cmGAoycwRc/0uhHAp2lSfACYbQnjEipvRKiFaSJ0HkkwXIhAZpB7xBcWqyWSKSK5SD7OM5hcjnKSXJIV8PooCXoHZ5DmFU1BZwkRqtZpDhEC6WnGkwkHaRvUQM6aAl0IMGrR+AK0WqyVI7TSILlgizKQi5HiSYOgwfXzrSGvxZATwaSoJLJ5CeKKSSM35qF3LXTd7Wq5hiHOMqvVGFiqLqcUC0CgAQtWd/g3IQ7/rsLITyXJFguaB8/kM9xkkgljX56h+OSwrUoBqnRlFNqsyzMbr4jUAWTSDe3GChQporJ4RC5HLX2MwsihCoqdY7M9WWrTMxUk0gqfprcyoRoFXtnY5ea4wbJXckFJZBCPsc5xiGSVKo0DTVA0zSC+W1ZmBJVRMG5ecSOk0WYak88nYkjEX8tQK8w62VSFexnm828Z0G0I4UexJEk/fCaUKUqOczPVFNFECHEkaR3SEK4JXtnY5eZ3Bvm1Xfx6dOno2mazTZs2DCbMiaTiQceeIDo6GhCQkK45pprOHbsmFPjiiKWCKKxYOEg+5z6Wp4khDAGMYoOdERDw8hZMtjFJr5kp9rEGZWvW2wmVW6zvqI/ARSfm88qmjj6M5IRTCBB6yzJVTNkk0k1VYQQRiyJeodj5ar3FCFE2/P6GqwrrriCxYsXWx8HBNjWdMycOZMvv/yS5cuXExUVxcMPP8xVV13Fjh078PV1zlxMmqaRpvrxI9+QRzZJKpUwrb1TXsuTaJpGezrQng5UKhN5ZHOCI5RQxBny6UQ3a9kSVUQxhYQTSRDtHNp/RylFOaUYOUsRBZzlFCUUEUAgl6hJaJqGj+ZDbzWYYEK9dnHm1qpUJuuyOF3p7XJ9r1zxniJEg6SJ0Gm8PsEyGAzExdU/c3pRURFvv/0277//PpdffjkAH3zwAYmJiaxdu5YJEyY4La4wrT1xKok8svmVPQxSo1zui8SVBWgGkkgliVTKVDGnOEHUecvu5JHDEX4BwAdf2qkwQggniGAMBBFDR2uzollVW49TKCxYsGCmikoqMdGeDtZap0z1Eyc4Um8fqkCCqKKSAGpGi0Zr8U67fk92mP2YqSaUCDrgeqNHXfWeIkR9NEvNZs/xon5en2Bt2LCBmJgYIiIiGDVqFM8++ywxMTVfxDt27KCqqorx48dbyyckJNCnTx82b97c4M3QZDJhMv02WajRaGxVbN3oQz7HKOQ0p8l1yS8TdxCshZJMd5t9gQQTRiQlFGLBjJGzGDlrfT6KWPypSbAOss+6FEt9LuEqDNR0tLdgoYpKNHwIJZwwIokgikhiZRoOBzCqsxzjMABp9HPJHx2ufE8RQrQdr06wJk6cyA033EBycjJZWVk89dRTXHbZZezYsQODwUBeXh4BAQG0b2/bPBcbG0teXl6D550/fz5z5861O75ALZgklYqRswQRYvf5xG86aV3oRBeUUpRRQglFlGKkgnJMlBHAbyMTzVTXOV5Dwx8D/gRgwWzdn0g34kmmHWFetZxPW8nkJwBiSaS91kHnaOpy9XuKEHVIE6HTeE2CtXTpUu655x7r46+++oqbbrrJ+rhPnz4MHjyY5ORkVqxYweTJkxs8V1NzLc2ePZtZs2ZZHxuNRhITW9cRtwu90dBc8pe6J9A0jRBCCSG0wTI9GUQa/dGoSay0c2ND6vs3kf5UztWLwRxkL2n01TsUt72nCGFDJhp1Gq9JsK655hqGDh1qfdyxY8c6ZeLj40lOTiYzs6YDbVxcHJWVlZw9e9bmF2d+fj4jRoxo8LUMBgMGg2Oagy4cUWZRFhll1sY0TcPPe/5UXFqQFkI6w5ou2Abc9Z4ixPlkqRzn8Zpv6tDQULp162bdgoLqzpBeUFBATk4O8fE1nY8HDRqEv78/a9assZbJzc1l3759jd4MnaFaVfGL2sVuvpMlQYTXKVeleodQh7vfU4QQzuW1P8tLSkqYM2cOU6ZMIT4+niNHjvDnP/+Z6Ohofve73wEQHh7OHXfcwcMPP0xUVBSRkZE88sgjpKenW0cAtZVKTJzgCBbMnOAIHUlp09cXQi+F6jQ72EicSqIng1y2Btfd7ilCANIHy4m8NsHy9fVl7969vPfeexQWFhIfH8+YMWP48MMPCQ39rT/OSy+9hJ+fHzfeeCPl5eWMHTuWJUuWtPl8NcFaO7qq3mTyE5n8RLSSdQqF56tW1exnG+pcRw9XTa7A/e4pQgA1fajsmWpB8qsGaUram5zOaDQSHh7OaK7FT/Nv9XksysJ21mPkLDF0pK823IFRCuF6DqidHOcwgQQzjHF2/f1ATVP7Bj6nqKiIsLAwB0XZ9mrvKbmnCoiLjmz6AOFWav99nfk5rX2NMQNn4+cb2PQBDag2V7B+53y3/5tyBtf9OSjq8NF86MkgNDTyOU6uOqp3SEI4zWmVy/Fzc171YrDdyZUQoq7aTu72bKJ+kmC5mVAtghR6AvALuyhTxTpHJITjVSoTP7MDqJlbLFKLaeIIIUSrKH7rh9WqTe8LcF2SYLmhFHrWLM+CDxWU6x2OEA6XwS4qqSCYULqRrnc4QgjRYl7byd2daZpGHzUEhSJQC9Y7HCEcLp5kznCKPlyEr8yIL4TzyChCp5EEy01dOIKwqZmghXAn0Vo8I9VE/DS5RQnhVBbAnq8OWey5QdJE6AHy1Qk28zUVqkzvUIRoNZOqsJlQVJIrIYQ7kwTLzSmlOMIByilhD5sxq7oLEwvh6izKwl628iPfcEbl6x2OEF6jrUcRzp8/n4suuojQ0FBiYmK47rrryMjIaPSYDRs2oGlane2XX36x59KdThIsN6dpGukMIwADxRSyjx9lKR3hdg6yl0JOY8GCgdbPySOEaCG7RhC2vP/Wxo0bmTFjBlu3bmXNmjVUV1czfvx4SkubXg4rIyOD3Nxc65aamtraq24TUgfvAYK0EPqq4exgE6c4wSH2ycgr4TbyVDbZ1CyG3JuLCNFkskIh2kwbd3JftWqVzePFixcTExPDjh07uPTSSxs9NiYmhoiIiJZGqBupwfIQEVo0vRgEwBEyOKGO6BuQEM1wRuWzn+0AJNOdGK2jzhEJIVrDaDTabCaTqVnHFRUVARAZ2fSKBAMGDCA+Pp6xY8eyfv16u+JtC5JgeZB4LZnO9ADgADswqrM6RyREw4pVIXvYjMJCDB3pRh+9QxLC+zioiTAxMZHw8HDrNn/+/Ga8tGLWrFlcfPHF9OnT8N9/fHw8b731Fh9//DGffPIJ3bt3Z+zYsWzatMlhb4MzSBOhh+lKb8ooxh8D7QjXOxwhGnSEDMxUE0E0vRki04wIoQcHTdOQk5NjsxahwWBo8tD777+fn376ie+++67Rct27d6d79+7Wx8OHDycnJ4e///3vTTYr6kkSLA9TMwnpUDQ0+cISLq0XgwkkiM70kMlEhXBzYWFhLVrs+YEHHuCLL75g06ZNdOrUqcWvN2zYMD744IMWH9eWpInQA/loPtbkyqIs/Kr2yBxZwiVYlNk6ytVX8yVV64u/FqBzVEJ4r7aepkEpxf33388nn3zCunXrSElJaVXcu3btIj4+vlXHthWpwfJwmfxEDgc5TS6D1GgMmgyBF/owq2p28z3tCCdN9ZMaViFcQRuPIpwxYwbLli3j888/JzQ0lLy8PADCw8MJCqpZoWT27NkcP36c9957D4CFCxfSuXNnevfuTWVlJR988AEff/wxH3/8cevjbgOSYHm4ZNI4xQnKKGEX3zJIjZIaA9HmqlU1u/mOQk5j5CyJdCOYdnqHJYRoY6+//joAo0ePttm/ePFipk+fDkBubi7Z2dnW5yorK3nkkUc4fvw4QUFB9O7dmxUrVnDllVe2VditIgmWhwvUghmoLmU7GyihiF18S391MQFa0x0QhXCEalV1LrkqwBc/BnAJwZokV0K4BIsCzY4aLEvLmwibsmTJEpvHjz76KI8++miLXscVeHUfrPqm3tc0jRdffNFaZvTo0XWev/nmm3WMuuWCtXYM5FL8CcDIWXawkQpVrndYwgtUqyp28S2FFOCHPwO5lAgtSu+wnMZb7inCg7TxTO7exKtrsHJzc20ef/XVV9xxxx1MmTLFZv9dd93FX//6V+vj2nZid9JOC2OwGs1OvqUUI7v4lmFqnPSDEU5TpSrZxXcYOWNNrsK09nqH5VTedE8RQjTOqxOsuLg4m8eff/45Y8aMoUuXLjb7g4OD65R1RyHnkqw9bCaNvpJcCacychYjZ/AngAFc4vHJFXjfPUV4AntroaQGqyFe3UR4vpMnT7JixQruuOOOOs8tXbqU6OhoevfuzSOPPEJxcXGj5zKZTHWWDXAVQVoIQ7mcSC3Wus+szDpGJDxVlBZLLwZ7Rc1VfbzlniLcnDQROo1X12Cd79133yU0NJTJkyfb7L/11ltJSUkhLi6Offv2MXv2bPbs2cOaNWsaPNf8+fOZO3eus0NutfNrrkqVkZ18S6pKJ05L0jEq4QlOq1yCCbV2Yk/QOusbkI686Z4i3JhFYVctVAs7uXsTTTWnS78HWLp0Kffcc4/18VdffcUll1xifdyjRw/GjRvHK6+80uh5duzYweDBg9mxYwcDBw6st4zJZLJZ6NJoNJKYmMhorsVP87fzShzrgNrJcQ4DNYvtdqOPNB2KVslRB8lgN8GEchFjXHI6kGpVxQY+p6ioqEWzTtfHFe4puacKiItuepFc4V6MRiPh4eEO+Zw29RqXJ9+Pn0/rR5VXW0ysPbrIqbG6K6+pwbrmmmsYOnSo9XHHjh2t//3tt9+SkZHBhx9+2OR5Bg4ciL+/P5mZmQ3eDA0GQ7PWYXIFPRiAP/4cIYOjZFBCEX3UEJf8chSuyaIs1gltASKIxtcLbi1yTxEeQVlqNnuOF/Xy/LvgOaGhoYSGhtb73Ntvv82gQYPo169fk+fZv38/VVVVLj9Ff3NpmkY30mmnwvmZHRSQxzbW0U+NIESTXyOicRWqnL1spYgCALrRh2S6e0UtqNxThEdo45ncvYnXJFgNMRqNfPTRR/zjH/+o89yhQ4dYunQpV155JdHR0fz88888/PDDDBgwgJEjR+oQrfPEaUkEq1D2sJkySviRdQxWownVIvQOTbioAnWSffxAFZX44kdvLiJG69j0gR5O7ilCCJAEi+XLl6OU4ve//32d5wICAvjmm2/45z//SUlJCYmJiUyaNImnn34aX19fHaJ1rjCtPUPVWH5iKwAhSA2WqJ9SiiP8QhWVhBJBOsNkdvZz5J4i3Ip0cncar+nkrqfazoSu2Mm9PhZlwUy1tR+WRZkpo5R20mQozmNS5WSTSRd646u5R3LgyE7ueqq9p0gnd8/Upp3cE+6xv5P7iTfd/m/KGWQeLFGHj+Zj08n9IPv4kbVkq8xmrSMlPNNJlUOm+sn62KAFkar1dZvkSggh2pLXNxGKximlKKMECxZ+ZQ8F5NFLDcagydIe3qJSVfALu8jnOABRKo5ILUbnqIQQDqGws5O7wyLxOFKDJRqlaRr9GEEPBuCDDwWcZAurOaYOS22Wh1NKkady2MJq8jmOhkYKPYkgWu/QhBCOIjO5O43UYIkmaZpGJ7oSoTqwn20Uc5Zf2EkuR+ithkjnZg9kUhVknFdr1Y5wejHYK5e8EUKI1pAESzRbOy2MIeoycjjEIfZRghFfpP+Np1FKsZNNlGK01lp1pgc+mlR4C+FxLBbAjslCLTLRaEMkwRItomkaSXQjRnWkhCKbvliF6jThRHnFJJOepra5V9M0NE0jRfUgm0x6MkjmQhPCk8lEo04jCZZolUAtiEB+S65Oq1x28z3hRNJNpdNe66BjdKIlSlQRv7KHWBLpSAoAsSQSS6Iky0J4OkmwnEYSLOEQZZTigy9FnGEHG4lScXSjj9R+uLAKVcYRfuE4WShqRovGq2R8NB9JrIQQwk6SYAmHSNK6Eas6cpgDnCCLAvIoII84lURXehOkhegdojinXJVyhAxOnEusADqQQCp9pZ+VEN5GZnJ3GkmwhMMYtCB6MpAklcoh9pPPMfLIpoxihjBW7/AEcEwdIoPd1sSqPR1IoafMayWEl1LKglKt76huz7GeThIs4XAhWih9GYZRneEg+4ins/W5alWFkbO0p4M0Q7URi7JYa6bCaI9C0Z4OdKGX9JUTQggnkQRLOE2YFslALrWZkPQ4WWTyE6FEkKy6E0NHaZZyAouycIoT5HCQEELpySCg5t9kmBpHOy1c5wiFEC5BKfua+aSTe4MkwRJOd35NlRkzPvhSTCH7+IEAAolXySTQmRAtVMcoPYNJlXOcLI5zGBMVABRTSJrqb10zUJIrIYSVsrMPliRYDZIES7SpLlpPOqkuHOMQORyikgqOksFRMmivOjCQS6XpsBXOqHyOcYhTnLD2rwrAQEdS6EgXWZBZCCHamCRYos0FaAa60IvOqgenyeUERzhNLv4YrMmVUoqz5BNOtCQH9bCc61ha27xaRIF1WZtwokikKzF0kuZXIUTjLBbQ7OioLp3cGyQJltCNj+ZDDB2JoSMmVY4Zs/W5MorZybf44keUiqUDHYkmDn8tQMeI9WVWZgo5RT4nyOcY3RlAHIkAxJFENVXEkSRzjwkhmk+aCJ1GEizhEs5fcgeggjIMBGGinHyOk89xNDTaqw5EE08sneoc42mUUpRipICTnOEkZzmF5bw1w06Ta02wgrQQUumrV6hCCCEuIAmWcElRWhwXqysxcpZTnOAUJyjFyBnyOUM+IYRhOLdUT5kqoZoq2hHu1k1iSimqqCRAMwBQRSVbWWNTxkAQUcQRSyfaI1MsCCHsoywWlB1NhDIPVsPc99uoGT755BMmTJhAdHQ0mqaxe/fuOmVMJhMPPPAA0dHRhISEcM0113Ds2DGbMmfPnmXq1KmEh4cTHh7O1KlTKSwsbJuL8GKaphGuRdJN68NwbTwjuIJU+hJJDOFEWcsd4xA/8g0b+YKdahOZ6idy1VGKVSEWZW7kFfSjlKJclXJSHSNT/cQOtZENfM4evreWCdAMRBBFJLGk0pdhjONirqSXNogoLdatk0l3JPcT4ZFq1yK0ZxP18ug7dGlpKSNHjuS5555rsMzMmTP59NNPWb58Od999x0lJSVcddVVmM2/fTHfcsst7N69m1WrVrFq1Sp2797N1KlT2+ISxHmCtXYka2kM1C7FT7OtfPXDHzPVnCGfo/zKfrbxA2tZz2dUKpO1XJEq4IzKp0yVYHZy8qWUolJVUKwKbfb/pLawgc/5nq/Yy1aO8itnOYWZasoosZk3bBCjGahdQrKWRjstXEZY6kjuJ8IjWZT9m6iXRzcR1t60jhw5Uu/zRUVFvP3227z//vtcfvnlAHzwwQckJiaydu1aJkyYwIEDB1i1ahVbt25l6NChAPzrX/9i+PDhZGRk0L179za5FtGwNK0fqaovJRRRRAElGCmhiBKK0NDw57eO8Yf5mQJOWh/7KwOBBGEgCH8M9NYGW587pU5gogJf/NAACwp17v8DdNK6WMseVb9i5AxVVFKJiSpMVFKJwoIf/oxS11iTIwsWzFSjodGOcMKIJIz2hBNJMKE2SZQkVK5D7idCiJbw6ASrKTt27KCqqorx48db9yUkJNCnTx82b97MhAkT2LJlC+Hh4dabIcCwYcMIDw9n8+bN9d4QTSYTJtN5tSZFRQBUU2XXYA3RuCBCCOK3RaUVNX2azFRb33d/AgkihArKUVioOpcMFVOIL350V/2sx2fzK2c53cCracSpROuj2o7o9fHFDxPl+Cl/ADrTgxR6EkQwPthOQWHB7LLNmp6gmioAm1pCR3HW/QQavqcUFxsJDvDq27hHMhqNgHM+p3UoBdgzTYN8qTXEq/8y8/LyCAgIoH379jb7Y2NjycvLs5aJiam7EG5MTIy1zIXmz5/P3Llz6+z/jpUOiFo4i5lqNvB5M0urZpc1US7/9i6moKCA8HDHzmjvrPsJNHxPSeuSYmfUwpU543N6IWVRKK31SVKbJIFuymMSrKVLl3LPPfdYH3/11VdccsklrTqXUqrJZpoLy5xv9uzZzJo1y/q4sLCQ5ORksrOznf7HUstoNJKYmEhOTg5hYWHyem74mp7+enq8ZlHR/2/v7oOiqt44gH9XXRaEbQ0QlpegTTIdwDckQ8y3aXhRQkcnxchkIopS87UXtQbURplyjHHKl1EhLSdtkszSNFRWTEhT11J8CRWhBF0j2HRUWOD5/eHPm9dd2GX3AuvyfGbuDHvu2XPuc/fcy9l795xrQFBQEDw9PVvM50jnE8AxzikdqSPaZkeytp0yx+Y0HazExETRZfeAgACL71Gr1aivr0dNTY3oW6der8fQoUOFPNeumd76uX79Onx9fc2Wq1AooFAoTNJVKlW7nxweeeSRdq3T2evriDqdvb6OqLNLl5bH9zjS+QRwrHNKR+qIttmRLLVTSVAT7LtFaNt7V69ejY8//hhVVVUIDQ1FdnZ2i19iDh48iLlz56KkpAT+/v545513kJ6ebutWtwunGUWoVCoREhIiLG5uliehjIiIgFwuR37+f3MNVVVV4fTp08IJMSoqCgaDAUePHhXyHDlyBAaDQcjDGHMufD5hnQU1kd1La23btg2zZ8/GokWLoNPp8OyzzyI+Ph4VFRVm85eVlWHMmDF49tlnodPpsHDhQrz11lvYvn27veG3Kae5gmXOP//8g4qKClRWVgIAzp8/D+Dut0i1Wg2VSoXU1FTMmzcPXl5e8PT0xPz58xEeHi6MAurbty/i4uKQlpaGdevWAQBee+01JCQk8IgfxjoRPp8wJo2VK1ciNTUVr776KgAgOzsbe/fuxZo1a7B8+XKT/GvXrkVQUBCys7MB3D2Ojh07hhUrVmDixIntuemt4jRXsMzZuXMnBg4ciLFjxwIAkpKSMHDgQKxdu1bI88knn2D8+PGYNGkSoqOj0b17d3z//ffo2vW/0V1btmxBeHg4YmJiEBMTg379+uGLL76wejsUCgUyMjLMXuJvK+1dp7PX1xF1Ont9HVGnPfU5yvnE3jgeRhxv22mgOjQ02bH8f57Bf//9V7TcP+r1fvX19Th+/LhotC0AxMTEoKioyOx7iouLTfLHxsbi2LFjMBqNEuyFtiEjHgLAGGOMdSp37tyBRqNpcfSqtTw8PHDz5k1RWkZGBjIzM03yVlZWIiAgAIcPHxbdFl+2bBk2bdokXBm+X+/evZGSkoKFCxcKaUVFRYiOjkZlZSX8/PzsjqEtOPUtQsYYY4yZcnV1RVlZGerr6+0uy9woWEtX3x7Mb2kkrbn85tIdCXewGGOMsU7I1dUVrq6u7Vqnt7c3unbtanLlTK/XNzuSVq1Wm83frVs3eHl5mX2PI3Dq32AxxhhjzHG4uLggIiJCNNoWAPLz85sdSRsVFWWS/6effsLgwYMhl8vbbFvtxR0sxhhjjLWbuXPnYsOGDcjJycHZs2cxZ84cVFRUCPNaLViwAC+//LKQPz09HeXl5Zg7dy7Onj2LnJwcbNy4EfPnz++oEKzCHSw75eXlITY2Ft7e3pDJZDh58qRJnrq6OsycORPe3t5wd3dHYmIi/vrrL1GempoaTJ06FSqVCiqVClOnTkVtba1V2yCTycwuH3/8sZBn5MiRJuuTkpJsijklJcWkrGeeeabVMVvLaDTi3XffRXh4ONzd3eHv74+XX35ZGC7fFjE+aPXq1dBoNHB1dUVERAQOHTokSbnLly9HZGQklEolfHx8MH78eJMfeVqzv62VmZlpUpZarRbWExEyMzPh7+8PNzc3jBw5EiUlJXbF+Pjjj5ttn9OnT5ckvsLCQjz//PPw9/eHTCbDjh07ROutiUnK9trW2qotOgIpPsuHhTXHvjPFe7/JkycjOzsbS5YswYABA1BYWIjdu3cjODgYwN354+6fE0uj0WD37t3QarUYMGAAli5dilWrVjn0FA0AAGJ22bx5My1evJjWr19PAEin05nkSU9Pp4CAAMrPz6cTJ07QqFGjqH///tTQ0CDkiYuLo7CwMCoqKqKioiIKCwujhIQEq7ahqqpKtOTk5JBMJqOLFy8KeUaMGEFpaWmifLW1tTbFPG3aNIqLixOVVV1d3eqYrVVbW0vPPfccbdu2jc6dO0fFxcU0ZMgQioiIEOWTMsb7bd26leRyOa1fv57OnDlDs2bNInd3dyovL7e77NjYWMrNzaXTp0/TyZMnaezYsRQUFEQ3b94U8lizv62VkZFBoaGhorL0er2wPisri5RKJW3fvp1OnTpFkydPJj8/P/r3339tjlGv14vqy8/PJwBUUFAgSXy7d++mRYsW0fbt2wkAffvtt6L11sQkZXttS23ZFh2BFJ/lw8KaY9+Z4u2MuIMlkbKyMrMdrNraWpLL5bR161Yh7cqVK9SlSxfas2cPERGdOXOGANAvv/wi5CkuLiYAdO7cuVZvy7hx42j06NGitBEjRtCsWbNaXZY506ZNo3HjxjW73pqY7XX06FECIPrHImWM93v66acpPT1dlNanTx967733JK9Lr9cTADp48KCQZml/t0ZGRgb179/f7LqmpiZSq9WUlZUlpN25c4dUKhWtXbtWkvqJiGbNmkW9evWipqYmIpI2vgf/KVsTU3u0V6m0Z1vsaLZ8lg+zB499Z4+3M+BbhG3s+PHjMBqNoknS/P39ERYWJkyqVlxcDJVKJXr22TPPPAOVStXsxGvNuXbtGnbt2oXU1FSTdVu2bIG3tzdCQ0Mxf/583Lhxw8aoAK1WCx8fH/Tu3RtpaWnQ6/XCOmtitpfBYIBMJkOPHj1E6VLGCNg2KZ49DAYDAJg85LWl/d1apaWl8Pf3h0ajQVJSEi5dugTg7uMorl69KopVoVBgxIgRksVaX1+PL7/8Eq+88opoeLWU8d3Pmpjao71Kob3boqNpj/bZkR489p093s6Ap2loY1evXoWLi4vo4a8A4OvrKww7vXr1Knx8fEze6+Pj0+pJ4DZt2gSlUokJEyaI0pOTk6HRaKBWq3H69GksWLAAv/32m8nIDGvEx8fjhRdeQHBwMMrKyvDBBx9g9OjROH78OBQKhVUx2+POnTt477338OKLL4oe/CpljPf8/fffaGxsNBk+LFUs9yMizJ07F8OGDUNYWJiQbml/t8aQIUOwefNm9O7dG9euXcOHH36IoUOHoqSkRIjHXKzl5eX2Bwhgx44dqK2tRUpKipAmZXwPsiamtm6vUmnPtuiI2qN9dhRzx74zx9tZcAerFbZs2YLXX39deP3jjz+2+PTvltADk6qZmyztwTzWbENOTg6Sk5NN5jZJS0sT/g4LC8OTTz6JwYMH48SJExg0aFCz22muvsmTJ4vKGjx4MIKDg7Fr1y6Tjp2leKyt816MRqMRSUlJaGpqwurVqyWJ0RqtnRTPFjNmzMDvv/+On3/+WZRu6/42Jz4+Xvg7PDwcUVFR6NWrFzZt2iT8sLwtY924cSPi4+Ph7+8vpEkZX3NsiaktPmMptEdbdGTOGH9zxz7gnPF2FtzBaoXExETRbbyAgACL71Gr1aivr0dNTY3oG7Jerxfm/FCr1bh27ZrJe69fv27y7aWlbTh06BDOnz+Pbdu2WdyuQYMGQS6Xo7S0tMXOhzUx+/n5ITg4GKWlpUI8lmJuSXN1Go1GTJo0CWVlZThw4IDo6pU9MbbElknxbDFz5kzs3LkThYWFCAwMbDHvg/vbHu7u7ggPD0dpaSnGjx8P4O435/sfPSFVrOXl5di3bx/y8vJazCdlfPdGSLYUk73ttb20V1t0VNZ8lg+j5o59Z423M+HfYLWCUqlESEiIsLi5uVl8T0REBORyueg2VVVVFU6fPi2cvKOiomAwGHD06FEhz5EjR2AwGExO8C1tw8aNGxEREYH+/ftb3K6SkhIYjUaLz3CyJubq6mr8+eefQlnWxNzaOu91rkpLS7Fv3z6rZu+1NsaW2DIpXmsQEWbMmIG8vDwcOHAAGo3G4nse3N/2qKurw9mzZ+Hn5yfcXr0/1vr6ehw8eFCSWHNzc+Hj4yM8LLk5UsZnTUz2ttf20tZt0dG1dftsb5aOfWeLt1PqiF/WO5Pq6mrS6XS0a9cuAkBbt24lnU5HVVVVQp709HQKDAykffv20YkTJ2j06NFmp2no168fFRcXU3FxMYWHh1s9TQMRkcFgoO7du9OaNWtM1l24cIEWL15Mv/76K5WVldGuXbuoT58+NHDgwFYPQ79x4wbNmzePioqKqKysjAoKCigqKooCAgJMhr1bitlaRqOREhMTKTAwkE6ePCkazl9XVyd5jA+6NzR+48aNdObMGZo9eza5u7vT5cuX7SqXiOiNN94glUpFWq1WFNetW7eIyPr9ba158+aRVqulS5cu0S+//EIJCQmkVCqFWLKyskilUlFeXh6dOnWKpkyZIsmw8MbGRgoKCqJ3331XlC5FfDdu3CCdTkc6nY4A0MqVK0mn0wkjTK2JScr22pbasi06Aik+y4eFpWOfyLni7Yy4g2Wn3NxcAmCyZGRkCHlu375NM2bMIE9PT3Jzc6OEhASqqKgQlVNdXU3JycmkVCpJqVRScnIy1dTUWL0d69atIzc3N7PzPlVUVNDw4cPJ09OTXFxcqFevXvTWW2/ZNJfSrVu3KCYmhnr27ElyuZyCgoJo2rRpJvFYE7O17k2BYW65N5eSlDGa89lnn1FwcDC5uLjQoEGDRNMo2KO5uHJzc4nI+v1trXvz6MjlcvL396cJEyZQSUmJsL6pqYkyMjJIrVaTQqGg4cOH06lTp+yOc+/evQSAzp8/L0qXIr6CggKz+3DatGlWxyRle21rbdUWHYEUn+XDwtKxT+Rc8XZGMqL/P5KaMcYYY4xJgn+DxRhjjDEmMe5gMcYYY4xJjDtYjDHGGGMS4w4WY4wxxpjEuIPFGGOMMSYx7mAxxhhjjEmMO1iMMcYYYxLjDhZjjDGHJ5PJIJPJ0KNHD7vK0Wq1Qln3nr/JWFvgDhZjZly+fFk4CQ8YMMDu8qT658CYo0tJSRHa+/1LXFycSV6NRoM9e/YInZ7a2toWy87NzcUff/whvNbpdBg4cCA8PDyQmJiImpoaYV1DQwMGDRqEX3/9VVTG0KFDUVVVhUmTJtkXKGMWcAeLsRbs27cP+/fvt7ucqqoqZGdn279BjD0E4uLiUFVVJVq++uorUZ7ff/8d1dXVGDVqlNXl9ujRAz4+PsLrV199FaNHj8aJEydQW1uLZcuWCetWrFiBYcOGITIyUlSGi4sL1Gq12QfXMyalbh29AYw5Mi8vL3h5edldjlqthkqlkmCLGHN8CoUCarW6xTzfffcdYmNjoVAobK7n7Nmz2LJlC3r37o0pU6bghx9+AABcunQJOTk5OH78uM1lM2YvvoLFnN7169ehVqtF326PHDkCFxcX/PTTT60qKyUlBePHj8eyZcvg6+uLHj16YPHixWhoaMDbb78NT09PBAYGIicnR+owGHMqO3fuxLhx4+wqo3///sjPz0dDQwP279+Pfv36AQDS09Px0UcfQalUSrGpjNmEO1jM6fXs2RM5OTnIzMzEsWPHcPPmTbz00kt48803ERMT0+ryDhw4gMrKShQWFmLlypXIzMxEQkICHn30URw5cgTp6elIT0/Hn3/+2QbRMOb4fvjhB3h4eIiWpUuXCuuvXLmC3377DWPGjLGrng0bNuCbb75Br1694OLiggULFmDz5s3o3r07IiMjERsbi5CQELz//vv2hsRYq/EtQtYpjBkzBmlpaUhOTkZkZCRcXV2RlZVlU1menp5YtWoVunTpgqeeegofffQRbt26hYULFwIAFixYgKysLBw+fBhJSUlShsHYQ2HUqFFYs2aNKM3T01P4e+fOnYiOjhal2SI0NBQHDx4UXldXVyMzMxOFhYWYOXMmoqOjkZeXh8jISAwZMgTPP/+8XfUx1hrcwWKdxooVKxAWFoavv/4ax44dg6urq03lhIaGokuX/y7++vr6IiwsTHjdtWtXeHl5Qa/X273NjD2M3N3dERIS0ux6KW4PmjNnzhzMnj0bgYGB0Gq1+PDDD+Hu7o6xY8dCq9VyB4u1K75FyDqNS5cuobKyEk1NTSgvL7e5HLlcLnotk8nMpjU1NdlcB2PO6ubNmygoKEBiYqKk5e7fvx/nzp3DjBkzAACNjY0wGo0AAKPRiMbGRknrY8wSvoLFOoX6+nokJydj8uTJ6NOnD1JTU3Hq1Cn4+vp29KYx5nTq6upw9epVUVq3bt3g7e2NPXv24Mknn8QTTzwhWX23b9/G9OnTsXXrVuHqcnR0ND777DNMnz4d27dvx8qVKyWrjzFr8BUs1iksWrQIBoMBq1atwjvvvIO+ffsiNTW1ozeLMae0Z88e+Pn5iZZhw4YBuDs9w4O3B+9d7e3Wzbbv/EuWLEFCQoJoUuBVq1bh5MmTGD58OBISEjBx4kTbgmHMRnwFizk9rVaL7OxsFBQU4JFHHgEAfPHFF+jXrx/WrFmDN954o4O3kDHn8fnnn+Pzzz83u66xsRG7d+/Gjz/+KErX6/Vwd3eHh4eHTXUuX77cJC0kJARHjx61qTzGpMAdLOb0Ro4cKfwW456goCCLj+Uwx9w/Dq1Wa5J2+fLlVpfNmLOrrq7GnDlzhNnV6+rqcPHiRXz66ad47rnnLL5/ypQp8PLywl9//WXzNhw6dAjx8fGoq6vD2LFjbS6HMUtkREQdvRGMOZrLly9Do9HAzc0NAwYMQFFRkV3leXh4oKGhAa6urjZ17BhzRjt27MDUqVMxdOhQrF+/HkFBQc3mvXDhAoC7o3Q1Go3Ndd6+fRtXrlwBcPe4tDTjPGO24g4WY2Y0NDQIV6EUCgUee+wxu8qT6p8DY4yxhwN3sBhjjDHGJMajCBljjDHGJMYdLMYYY4wxiXEHizHGGGNMYtzBYowxxhiTGHewGGOMMcYkxh0sxhhjjDGJcQeLMcYYY0xi3MFijDHGGJPY/wBX4fnE0UPemgAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.0 0.0\n"
     ]
    }
   ],
   "source": [
    "#入力データのグラフの出力\n",
    "R_i = 1.0\n",
    "E = E_CWtoCC * R_i * 100 \n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "plt.imshow(E.T,vmin=0.0, vmax=20.0)\n",
    "plt.colorbar (label=\"E/J [%]\")\n",
    "\n",
    "plt.xlabel('x [m]')\n",
    "plt.ylabel('y [m]')\n",
    "plt.xticks([0,50,100,150,200,250,300,350,400],[\"-100\",\"-75\",\"-50\",\"-25\",\"0\",\"25\",\"50\",\"75\",\"100\"])\n",
    "plt.yticks([0,50,100,150,200,250,300,350,400],[\"-100\",\"-75\",\"-50\",\"-25\",\"0\",\"25\",\"50\",\"75\",\"100\"])\n",
    "\n",
    "theta2 = np.linspace(0, 2*np.pi, 100)\n",
    "a = 2*r * np.cos(theta2) + 200\n",
    "b = 2*r * np.sin(theta2) + 200\n",
    "plt.plot(a,b, color='black', linestyle=\"dashed\") #円の描写しない場合はここをコメントアウト\n",
    "\n",
    "theta3 = np.linspace(0, 2*np.pi, 100)\n",
    "c = 4*r * np.cos(theta2) + 200\n",
    "d = 4*r * np.sin(theta2) + 200\n",
    "plt.plot(c,d, color='black', linestyle=\"dashed\") #円の描写しない場合はここをコメントアウト\n",
    "\n",
    "x = np.linspace(0, 401, 401)\n",
    "\n",
    "# create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axtop = divider.append_axes(\"top\", size=1.0, pad=0.3, sharex=ax)\n",
    "plt.title(\"\\\"FL to ceiling of the cavern \\\" θ = {}, R = {}\".format(theta,R_i))\n",
    "# plt.title(\"max = {}\".format(np.max(E)))\n",
    "plt.ylabel('E/J [%]')\n",
    "axright = divider.append_axes(\"right\", size=1.2, pad=0.5, sharey=ax)\n",
    "\n",
    "\n",
    "axtop.plot(x, E[:,200]) #marker=\"o\", ms=1, mfc=\"k\", mec=\"k\")\n",
    "axtop.axis([0,400, 0, 20])\n",
    "plt.xlabel('E/J [%]')\n",
    "\n",
    "axright.plot(E[200], x) #marker=\"o\", ms=1, mfc=\"k\", mec=\"k\")\n",
    "axright.axis([0, 20, 0, 400])\n",
    "\n",
    "\n",
    "# plt.tight_layout()\n",
    "\n",
    "plt.show()\n",
    "\n",
    "print(np.max(E),np.min(E))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "#出力結果の結合\n",
    "R_f = 1.0\n",
    "\n",
    "E_FL_R =                    (R_f * E_WAtoFL) + (R_f * E_CWtoFL)\n",
    "E_WA_R = (R_f * E_FLtoWA) + (R_f * E_WAtoWA) + (R_f * E_CWtoWA) \n",
    "E_CW_R = (R_f * E_FLtoCW) + (R_f * E_WAtoCW) + (R_f * E_CWtoCW) \n",
    "E_CC_R = (R_f * E_FLtoCC)                    + (R_f * E_CWtoCC)  \n",
    "\n",
    "E_FL_all = (E_StoFL)                    + (R_f * E_WAtoFL) + (R_f * E_CWtoFL)\n",
    "E_WA_all = (E_StoWA) + (R_f * E_FLtoWA) + (R_f * E_WAtoWA) + (R_f * E_CWtoWA) \n",
    "E_CW_all = (E_StoCW) + (R_f * E_FLtoCW) + (R_f * E_WAtoCW) + (R_f * E_CWtoCW) \n",
    "E_CC_all =             (R_f * E_FLtoCC)                    + (R_f * E_CWtoCC)  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.8660254037844386 0.0\n"
     ]
    }
   ],
   "source": [
    "#直達光データのグラフの出力\n",
    "E = E_StoFL\n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "plt.imshow(E.T,vmin=0.0, vmax=1.0, cmap='cividis')\n",
    "plt.colorbar (label=\"E/J []\")\n",
    "\n",
    "plt.xlabel('x [m]')\n",
    "plt.ylabel('y [m]')\n",
    "plt.xticks([0,50,100,150,200,250,300,350,400],[\"-100\",\"-75\",\"-50\",\"-25\",\"0\",\"25\",\"50\",\"75\",\"100\"])\n",
    "plt.yticks([0,50,100,150,200,250,300,350,400],[\"-100\",\"-75\",\"-50\",\"-25\",\"0\",\"25\",\"50\",\"75\",\"100\"])\n",
    "\n",
    "theta2 = np.linspace(0, 2*np.pi, 100)\n",
    "a = 2*r * np.cos(theta2) + 200\n",
    "b = 2*r * np.sin(theta2) + 200\n",
    "plt.plot(a,b, color='black', linestyle=\"dashed\") #円の描写しない場合はここをコメントアウト\n",
    "\n",
    "theta3 = np.linspace(0, 2*np.pi, 100)\n",
    "c = 4*r * np.cos(theta2) + 200\n",
    "d = 4*r * np.sin(theta2) + 200\n",
    "plt.plot(c,d, color='black', linestyle=\"dashed\") #円の描写しない場合はここをコメントアウト\n",
    "\n",
    "x = np.linspace(0, 401, 401)\n",
    "\n",
    "# create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axtop = divider.append_axes(\"top\", size=0.8, pad=0.3, sharex=ax)\n",
    "plt.title(\"\\\"the floor\\\" θ = {}\".format(theta))\n",
    "# plt.title(\"max = {}\".format(np.max(E)))\n",
    "plt.ylabel('E/J [](y=0)')\n",
    "axright = divider.append_axes(\"right\", size=0.8, pad=0.5, sharey=ax)\n",
    "\n",
    "\n",
    "axtop.plot(x, E[:,200]) #marker=\"o\", ms=1, mfc=\"k\", mec=\"k\")\n",
    "axtop.axis([0,400, 0, 1])\n",
    "\n",
    "plt.xlabel('E/J [](x=0)')\n",
    "\n",
    "\n",
    "axright.plot(E[200], x) #marker=\"o\", ms=1, mfc=\"k\", mec=\"k\")\n",
    "axright.axis([0, 1, 0, 400])\n",
    "plt.xticks([0,0.5,1],[\"0.0\",\"0.5\",\"1.0\"])\n",
    "\n",
    "# plt.tight_layout()\n",
    "\n",
    "plt.show()\n",
    "\n",
    "print(np.max(E),np.min(E))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.0490569825112295 7.782520286589849e-05\n",
      "0.012704382745025073\n",
      "7.782520286589849e-05\n"
     ]
    }
   ],
   "source": [
    "#反射結合データのグラフの出力\n",
    "E = E_FL_R \n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "plt.imshow(E.T,vmin=0.0, vmax=0.2, cmap='viridis')\n",
    "plt.colorbar (label=\"E/J []\")\n",
    "\n",
    "plt.xlabel('x [m]')\n",
    "plt.ylabel('y [m]')\n",
    "plt.xticks([0,50,100,150,200,250,300,350,400],[\"-100\",\"-75\",\"-50\",\"-25\",\"0\",\"25\",\"50\",\"75\",\"100\"])\n",
    "plt.yticks([0,50,100,150,200,250,300,350,400],[\"-100\",\"-75\",\"-50\",\"-25\",\"0\",\"25\",\"50\",\"75\",\"100\"])\n",
    "\n",
    "theta2 = np.linspace(0, 2*np.pi, 100)\n",
    "a = 2*r * np.cos(theta2) + 200\n",
    "b = 2*r * np.sin(theta2) + 200\n",
    "plt.plot(a,b, color='black', linestyle=\"dashed\") #円の描写しない場合はここをコメントアウト\n",
    "\n",
    "theta3 = np.linspace(0, 2*np.pi, 100)\n",
    "c = 4*r * np.cos(theta2) + 200\n",
    "d = 4*r * np.sin(theta2) + 200\n",
    "plt.plot(c,d, color='black', linestyle=\"dashed\") #円の描写しない場合はここをコメントアウト\n",
    "\n",
    "x = np.linspace(0, 401, 401)\n",
    "\n",
    "# create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axtop = divider.append_axes(\"top\", size=0.8, pad=0.3, sharex=ax)\n",
    "plt.title(\"\\\"the floor\\\" θ = {}, R = {}\".format(theta,R_f))\n",
    "plt.yticks([0,0.1,0.2,0.30],[\"0.0\",\"0.1\",\"0.2\",\"0.3\"])\n",
    "# plt.title(\"max = {}\".format(np.max(E)))\n",
    "plt.ylabel('E/J [](y=0)')\n",
    "axright = divider.append_axes(\"right\", size=0.8, pad=0.5, sharey=ax)\n",
    "\n",
    "\n",
    "axtop.plot(x, E[:,200]) #marker=\"o\", ms=1, mfc=\"k\", mec=\"k\")\n",
    "axtop.axis([0,400, 0, 0.35])\n",
    "\n",
    "\n",
    "plt.xlabel('E/J [](x=0)')\n",
    "\n",
    "\n",
    "axright.plot(E[200], x) #marker=\"o\", ms=1, mfc=\"k\", mec=\"k\")\n",
    "axright.axis([0, 0.35, 0, 400])\n",
    "plt.xticks([0,0.15,0.30],[\"0.0\",\"0.15\",\"0.3\"])\n",
    "\n",
    "# plt.tight_layout()\n",
    "\n",
    "plt.show()\n",
    "\n",
    "print(np.max(E),np.min(E))\n",
    "print(E[101,201])\n",
    "print(E[0,200])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.9150823862956681 7.782520286589849e-05\n"
     ]
    }
   ],
   "source": [
    "#反射結合データのグラフの出力\n",
    "E = E_FL_all \n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "plt.imshow(E.T,vmin=0.0, vmax=0.2, cmap='viridis')\n",
    "plt.colorbar (label=\"E/J []\")\n",
    "\n",
    "plt.xlabel('x [m]')\n",
    "plt.ylabel('y [m]')\n",
    "plt.xticks([0,50,100,150,200,250,300,350,400],[\"-100\",\"-75\",\"-50\",\"-25\",\"0\",\"25\",\"50\",\"75\",\"100\"])\n",
    "plt.yticks([0,50,100,150,200,250,300,350,400],[\"-100\",\"-75\",\"-50\",\"-25\",\"0\",\"25\",\"50\",\"75\",\"100\"])\n",
    "\n",
    "theta2 = np.linspace(0, 2*np.pi, 100)\n",
    "a = 2*r * np.cos(theta2) + 200\n",
    "b = 2*r * np.sin(theta2) + 200\n",
    "plt.plot(a,b, color='black', linestyle=\"dashed\") #円の描写しない場合はここをコメントアウト\n",
    "\n",
    "theta3 = np.linspace(0, 2*np.pi, 100)\n",
    "c = 4*r * np.cos(theta2) + 200\n",
    "d = 4*r * np.sin(theta2) + 200\n",
    "plt.plot(c,d, color='black', linestyle=\"dashed\") #円の描写しない場合はここをコメントアウト\n",
    "\n",
    "x = np.linspace(0, 401, 401)\n",
    "\n",
    "# create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axtop = divider.append_axes(\"top\", size=0.8, pad=0.3, sharex=ax)\n",
    "plt.title(\"\\\"the floor\\\" θ = {}, R = {}\".format(theta,R_f))\n",
    "plt.yticks([0,0.1,0.2,0.30],[\"0.0\",\"0.1\",\"0.2\",\"0.3\"])\n",
    "# plt.title(\"max = {}\".format(np.max(E)))\n",
    "plt.ylabel('E/J [](y=0)')\n",
    "axright = divider.append_axes(\"right\", size=0.8, pad=0.5, sharey=ax)\n",
    "\n",
    "\n",
    "axtop.plot(x, E[:,200]) #marker=\"o\", ms=1, mfc=\"k\", mec=\"k\")\n",
    "axtop.axis([0,400, 0, 0.35])\n",
    "\n",
    "\n",
    "plt.xlabel('E/J [](x=0)')\n",
    "\n",
    "\n",
    "axright.plot(E[200], x) #marker=\"o\", ms=1, mfc=\"k\", mec=\"k\")\n",
    "axright.axis([0, 0.35, 0, 400])\n",
    "plt.xticks([0,0.15,0.30],[\"0.0\",\"0.15\",\"0.3\"])\n",
    "\n",
    "# plt.tight_layout()\n",
    "\n",
    "plt.show()\n",
    "\n",
    "print(np.max(E),np.min(E))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.5000000000000001 0.0\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#直達光データのグラフの出力\n",
    "\n",
    "E = E_StoWA \n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "\n",
    "plt.imshow(np.fliplr(np.flipud(E)),vmin=0.0, vmax=1.0,cmap='cividis')\n",
    "plt.xticks([0,45,90,135,180,225,270,315,360],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.yticks([0,50,100],[\"100\",\"75\",\"50\"])\n",
    "\n",
    "plt.colorbar (label=\"E/J []\",shrink=0.6)\n",
    "\n",
    "plt.xlabel('φ [°]')\n",
    "plt.ylabel('z [m]')\n",
    "\n",
    "# # create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axright = divider.append_axes(\"right\", size=0.6, pad=0.4)#, sharey=ax)\n",
    "axright.plot(E.T[270],a_WA)\n",
    "plt.xlim(0, 1)\n",
    "plt.xticks([0,0.5,1],[\"0.0\",\"0.50\",\"1.0\"])\n",
    "plt.ylim(50, 100)\n",
    "plt.yticks([50,75,100],[\"50\",\"75\",\"100\"])\n",
    "plt.xlabel('E/J [](φ=180)')\n",
    "\n",
    "E=np.fliplr(np.flipud(E))\n",
    "\n",
    "axtop = divider.append_axes(\"top\", size=0.6, pad=0.3)#, sharey=ax)\n",
    "axtop.plot(b_WA,E[50])\n",
    "plt.ylim(0, 1.0)\n",
    "plt.yticks([0,0.5,1],[\"0.0\",\"0.5\",\"1.0\"])\n",
    "plt.xlim(-90, 270)\n",
    "plt.xticks([-90,-45,0,45,90,135,180,225,270],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.ylabel('E/J [](z=75)')\n",
    "\n",
    "plt.title(\"\\\"the wall of the hole\\\" θ = {}\".format(theta))\n",
    "print(np.max(E),np.min(E))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.12411371270924153 0.042254682332129846\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#反射光データのグラフの出力\n",
    "\n",
    "E = E_WA_R \n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "\n",
    "plt.imshow(np.fliplr(np.flipud(E)),vmin=0.0, vmax=0.2,cmap='viridis')\n",
    "plt.xticks([0,45,90,135,180,225,270,315,360],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.yticks([0,50,100],[\"100\",\"75\",\"50\"])\n",
    "\n",
    "plt.colorbar (label=\"E/J []\",shrink=0.6)\n",
    "\n",
    "plt.xlabel('φ [°]')\n",
    "plt.ylabel('z [m]')\n",
    "\n",
    "# # create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axright = divider.append_axes(\"right\", size=0.7, pad=0.4)#, sharey=ax)\n",
    "axright.plot(E.T[90],a_WA)\n",
    "plt.xlim(0, 0.35)\n",
    "plt.xticks([0,0.15,0.30],[\"0.0\",\"0.15\",\"0.3\"])\n",
    "plt.ylim(50, 100)\n",
    "plt.yticks([50,75,100],[\"50\",\"75\",\"100\"])\n",
    "plt.xlabel('E/J [](φ=0)')\n",
    "\n",
    "E=np.fliplr(np.flipud(E))\n",
    "\n",
    "axtop = divider.append_axes(\"top\", size=0.6, pad=0.3)#, sharey=ax)\n",
    "axtop.plot(b_WA,E[50])\n",
    "plt.ylim(0, 0.35)\n",
    "plt.yticks([0,0.10,0.20,0.30],[\"0.0\",\"0.1\",\"0.2\",\"0.3\"])\n",
    "plt.xlim(-90, 270)\n",
    "plt.xticks([-90,-45,0,45,90,135,180,225,270],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.ylabel('E/J [](z=75)')\n",
    "\n",
    "plt.title(\"\\\"the wall of the hole\\\" θ = {}, R = {}\".format(theta,R))\n",
    "print(np.max(E),np.min(E))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.5911045192713035 0.08446713336562103\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#反射光データのグラフの出力\n",
    "\n",
    "E = E_WA_all \n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "\n",
    "plt.imshow(np.fliplr(np.flipud(E)),vmin=0.0, vmax=0.2,cmap='viridis')\n",
    "plt.xticks([0,45,90,135,180,225,270,315,360],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.yticks([0,50,100],[\"100\",\"75\",\"50\"])\n",
    "\n",
    "plt.colorbar (label=\"E/J []\",shrink=0.6)\n",
    "\n",
    "plt.xlabel('φ [°]')\n",
    "plt.ylabel('z [m]')\n",
    "\n",
    "# # create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axright = divider.append_axes(\"right\", size=0.7, pad=0.4)#, sharey=ax)\n",
    "axright.plot(E.T[90],a_WA)\n",
    "plt.xlim(0, 0.35)\n",
    "plt.xticks([0,0.15,0.30],[\"0.0\",\"0.15\",\"0.3\"])\n",
    "plt.ylim(50, 100)\n",
    "plt.yticks([50,75,100],[\"50\",\"75\",\"100\"])\n",
    "plt.xlabel('E/J [](φ=0)')\n",
    "\n",
    "E=np.fliplr(np.flipud(E))\n",
    "\n",
    "axtop = divider.append_axes(\"top\", size=0.6, pad=0.3)#, sharey=ax)\n",
    "axtop.plot(b_WA,E[50])\n",
    "plt.ylim(0, 0.35)\n",
    "plt.yticks([0,0.10,0.20,0.30],[\"0.0\",\"0.1\",\"0.2\",\"0.3\"])\n",
    "plt.xlim(-90, 270)\n",
    "plt.xticks([-90,-45,0,45,90,135,180,225,270],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.ylabel('E/J [](z=75)')\n",
    "\n",
    "plt.title(\"\\\"the wall of the hole\\\" θ = {}, R = {}\".format(theta,R))\n",
    "print(np.max(E),np.min(E))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.0 0.0\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#直達光データのグラフの出力\n",
    "\n",
    "E = E_StoCW \n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "\n",
    "plt.imshow(np.fliplr(np.flipud(E)),vmin=0.0, vmax=1.0,cmap='cividis')\n",
    "plt.xticks([0,45,90,135,180,225,270,315,360],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.yticks([0,50,100],[\"50\",\"25\",\"0\"])\n",
    "\n",
    "plt.colorbar (label=\"E/J []\",shrink=0.6)\n",
    "\n",
    "plt.xlabel('φ [°]')\n",
    "plt.ylabel('z [m]')\n",
    "\n",
    "# # create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axright = divider.append_axes(\"right\", size=0.6, pad=0.4)#, sharey=ax)\n",
    "axright.plot(E.T[270],a_CW)\n",
    "plt.xlim(0, 1)\n",
    "plt.xticks([0,0.5,1],[\"0.0\",\"0.50\",\"1.0\"])\n",
    "plt.ylim(0, 50)\n",
    "plt.yticks([0,25,50],[\"0\",\"25\",\"50\"])\n",
    "plt.xlabel('E/J [](φ=180)')\n",
    "\n",
    "E=np.fliplr(np.flipud(E))\n",
    "\n",
    "axtop = divider.append_axes(\"top\", size=0.6, pad=0.3)#, sharey=ax)\n",
    "axtop.plot(b_CW,E[50])\n",
    "plt.ylim(0, 1.0)\n",
    "plt.yticks([0,0.5,1],[\"0.0\",\"0.5\",\"1.0\"])\n",
    "plt.xlim(-90, 270)\n",
    "plt.xticks([-90,-45,0,45,90,135,180,225,270],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.ylabel('E/J [](z=25)')\n",
    "\n",
    "plt.title(\"\\\"the wall of the cavern\\\" θ = {}\".format(theta,R))\n",
    "print(np.max(E),np.min(E))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.13887786589367346 0.00011467411489492291\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#反射光データのグラフの出力\n",
    "\n",
    "E = E_CW_R \n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "\n",
    "plt.imshow(np.fliplr(np.flipud(E)),vmin=0.0, vmax=0.2,cmap='viridis')\n",
    "plt.xticks([0,45,90,135,180,225,270,315,360],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.yticks([0,50,100],[\"50\",\"25\",\"0\"])\n",
    "\n",
    "plt.colorbar (label=\"E/J []\",shrink=0.6)\n",
    "\n",
    "plt.xlabel('φ [°]')\n",
    "plt.ylabel('z [m]')\n",
    "\n",
    "# # create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axright = divider.append_axes(\"right\", size=0.7, pad=0.4)#, sharey=ax)\n",
    "axright.plot(E.T[270],a_CW)\n",
    "plt.xlim(0, 0.35)\n",
    "plt.xticks([0,0.15,0.30],[\"0\",\"0.15\",\"0.3\"])\n",
    "plt.ylim(0, 50)\n",
    "plt.yticks([0,25,50],[\"0\",\"25\",\"50\"])\n",
    "plt.xlabel('E/J [](φ=180)')\n",
    "\n",
    "E=np.fliplr(np.flipud(E))\n",
    "\n",
    "axtop = divider.append_axes(\"top\", size=0.6, pad=0.3)#, sharey=ax)\n",
    "axtop.plot(b_CW,E[50])\n",
    "plt.ylim(0, 0.35)\n",
    "plt.yticks([0,0.10,0.20,0.30],[\"0.0\",\"0.1\",\"0.2\",\"0.3\"])\n",
    "plt.xlim(-90, 270)\n",
    "plt.xticks([-90,-45,0,45,90,135,180,225,270],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.ylabel('E/J [](z=25)')\n",
    "\n",
    "plt.title(\"\\\"the wall of the cavern\\\" θ = {}, R = {}\".format(theta, R))\n",
    "print(np.max(E),np.min(E))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.13887786589367346 0.00011467411489492291\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#反射光データのグラフの出力\n",
    "\n",
    "E = E_CW_all \n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "\n",
    "plt.imshow(np.fliplr(np.flipud(E)),vmin=0.0, vmax=0.2,cmap='viridis')\n",
    "plt.xticks([0,45,90,135,180,225,270,315,360],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.yticks([0,50,100],[\"50\",\"25\",\"0\"])\n",
    "\n",
    "plt.colorbar (label=\"E/J []\",shrink=0.6)\n",
    "\n",
    "plt.xlabel('φ [°]')\n",
    "plt.ylabel('z [m]')\n",
    "\n",
    "# # create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axright = divider.append_axes(\"right\", size=0.7, pad=0.4)#, sharey=ax)\n",
    "axright.plot(E.T[270],a_CW)\n",
    "plt.xlim(0, 0.35)\n",
    "plt.xticks([0,0.15,0.30],[\"0\",\"0.15\",\"0.3\"])\n",
    "plt.ylim(0, 50)\n",
    "plt.yticks([0,25,50],[\"0\",\"25\",\"50\"])\n",
    "plt.xlabel('E/J [](φ=180)')\n",
    "\n",
    "E=np.fliplr(np.flipud(E))\n",
    "\n",
    "axtop = divider.append_axes(\"top\", size=0.6, pad=0.3)#, sharey=ax)\n",
    "axtop.plot(b_CW,E[50])\n",
    "plt.ylim(0, 0.35)\n",
    "plt.yticks([0,0.10,0.20,0.30],[\"0.0\",\"0.1\",\"0.2\",\"0.3\"])\n",
    "plt.xlim(-90, 270)\n",
    "plt.xticks([-90,-45,0,45,90,135,180,225,270],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.ylabel('E/J [](z=25)')\n",
    "\n",
    "plt.title(\"\\\"the wall of the cavern\\\" θ = {}, R = {}\".format(theta, R))\n",
    "print(np.max(E),np.min(E))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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aRShptVqf/mru1KkTOnTogEOHDmHBggWNLj969GisWbMGK1eudOp+u+222/DGG2+goKDAweXV3Nx000146623sG7dOplbx9MRTLfccgsWLlyIAwcOoE+fPmL6qlWrwDAMhg0b5lW/fP0dR44cCZVKhdOnT3s1x8/o0aPx2Wef4cSJE06FMcMw0Gg0MsFSVFTkMOoNsFhIpk6disWLF2PXrl34448/sGzZMlme2267DWvXroXZbHYrOgJBbGwsbr75ZqxatQqzZs0Sxcj27dtx9uxZ/Pvf/3ZZ3p+ut9GjRyM4OBibN2+WDU44cOAAioqKZC6tO+64A4899hj27dsnXleTyYTPP/8cAwYMEK2fzrjjjjuwePFi5OfnIzk5GYBl1OX69etx++23e+Qm85S33noL33zzDV5++WVMnDjRpeWzJbnefL3GFArFSnMEQglBzEuWLCH79u0j+/fvJ4TYAkkXLVrkUAZ2gYu//PIL0Wq1ZMSIEWT16tVk586dZMOGDWTBggVk0qRJLts3Go1k2LBhRK1Wk+eee45s3ryZ/Pjjj+Tll1+WBYw/8sgjJDg4mPzjH/8g33//Pfnll1/IF198QR599FFZ0K6vwdwlJSWyskIA6NmzZwkhhJjNZjJ48GASFBRE3njjDZKZmUlee+010r59ewKAvPrqqy7Pt7i4mLRu3ZokJCSQDz/8kGzdupU89dRThGEYh4DrxgRz33TTTSQuLo589913ZP/+/eT48eOy/gu/q4AQxCwNAl6wYAFRqVRk5syZZMOGDWTHjh1k3bp15JlnniEvv/yyy/YvXLhAEhMTSVxcHFm8eDH5+eefyTfffEMefvhhcuzYMUIIIcuXLycAyKOPPkp+/vlnsnLlStKuXTvSoUMHxQDaEydOEACkTZs2JCgoiFRUVMiOm0wmMnr0aBIVFUVeffVVsnnzZrJt2zaycuVKMm3aNLJ+/Xq311K4Dl999ZUsXeke8YaDBw+SoKAgMmnSJLJt2zby6aefkvj4eDJy5Eif6vWGt99+mwAg06ZNI1u2bCErV64kycnJJCUlhZSVlYn5GhoaSLdu3UhycjL54osvSGZmJrnjjjuISqUiO3bskNV58803E47jZGnFxcUkMTGRdO/enWzYsIFs2rSJ3HjjjSQsLEy8FwSmTZsm+//lDGf3MSG2gQmfffZZI6+Ib2zatIl89dVX4n191113ka+++op89dVXpLa2Vsz34IMPEo7jyLlz58S0xlxjCoXinGYRSpcvXyaTJk0ikZGRhGEY8YXVGKFECCGHDh0ikydPJnFxcUStVpOEhARy8803kw8++MBtH+rr68nLL79MOnToQDQaDYmOjiY333yzw+iY5cuXkwEDBpCQkBASFBRE2rVrRx544AHyxx9/iHmaWigJ1+xvf/sbiYyMJMHBwWT48OFk7969BAB577333J7v+fPnyb333kuio6OJWq0mnTp1IosWLXIYHdgYoZSTk0MGDx5MgoODCQBy0003yfrviVAihJBvv/2WDBs2jISHhxOtVktSU1PFl7w78vPzyYMPPkgSEhKIWq0mSUlJZPLkyeTSpUtinjfeeIO0bduWaLVa0qVLF/LRRx+J116JQYMGEQDkvvvuUzxuNBrJ22+/TXr27El0Oh0JDQ0lnTt3JjNnziS5ublivkAJJUIsozZvuOEGotPpSFxcHHnqqadITU2Nz/V6w0cffUTS09PF/2f33Xcfyc/Pd8hXVFREHnjgARIVFUV0Oh0ZOHAgyczMdMh30003Kf52p06dIhMmTCDh4eEkODiY3HLLLSQ7O9sh35133kmCgoJIeXm5y367Ekr19fUkJSWFdOjQQTZCt6lJTU11OmpO+rxwJgY9vcYUCsU5DCFN7Cin+I3Vq1fjvvvuw2+//YZBgwYFujsUyhVBQkICpk6dikWLFgW6KxQK5QqECqUWypo1a1BQUIDu3buDZVns3bsXixYtQu/evek6TRSKhxw5cgQZGRk4c+ZMwAYxUCiUKxsqlFooP/zwA+bPn49Tp06htrYWiYmJmDBhAl5//XWEh4cHunsUCoVCoVwTUKFEoVAoFAqF4oQmXxSXQqFQKBTKlceSJUuQlpYGnU6Hvn37YteuXU7zrl+/HsOHD0dsbCzCw8ORkZGBrVu3OuT75ptv0LVrV2i1WnTt2hUbNmzwqd3mgAolCoVCoVAoMtatW4fZs2dj3rx5OHjwIIYMGYLRo0fLFpKX8uuvv2L48OHYtGkTsrOzMWzYMIwbNw4HDx4U82RlZWHKlCmYOnUqDh06hKlTp2Ly5MnYt2+f1+02B9T1RqFQKBQKRcaAAQPQp08fLF26VEzr0qULJkyYgIULF3pUR7du3TBlyhS8/PLLAIApU6agqqpKthzQqFGj0KpVK6xZs8Zv7fqbK2IJk0DA8zwuXryIsLAwungkhXINQwhBdXW12/UiKZSmoKGhAQaDwed6CCEO7zKtVqu4PJfBYEB2djZeeOEFWfqIESOwZ88ej9rjeR7V1dWyZbiysrJks/YDlhUbFi9e7Ld2mwIqlJxw8eJFcWkECoVCyc/Pd7soM4XiTxoaGpCWGoqiYrPPdYWGhqKmpkaW9sorr2D+/PkOeUtLS2E2mx0WYo+Pj/d4zdF33nkHtbW1siXBioqKXNbpj3abAiqUnCAsdpqfn0+H41Mo1zBVVVVITk52WACZQmlqDAYDiorNOJ/dFuFh3lszq6p5pPY95/A+c7fYu70FSskqpcSaNWswf/58bNy4EXFxcY2u09t2mwoqlJwg/Cjh4eFUKFkhhKCkRo9LlXpU1htR3WAEAcAyDLRqFrGhWsSGaRETqgXHUncl5eqCuuApgSI0jEFomPf3H4/Gvc9iYmLAcZyDFae4uNjB2mPPunXrMGPGDHz11Ve49dZbZccSEhJc1ulLu00JFUoUp+RfrsP+c5eRfb4cf16oxNnSWtToTW7L6dQsOsSFoVNCGPq3bYWB10UjJSqYvmgoFArFC8yEh9mHYVdmwjcqv0ajQd++fZGZmYk77rhDTM/MzMT48eOdlluzZg0efPBBrFmzBmPHjnU4npGRgczMTFmc0k8//SQuyeVtu00NFUoUGUcvVuGHPy9i27FLOHmpxuE4ywAxoVq0CtYgPEgFBgzMhKDeYEZpjR5ltQY0GHn8VVCJvwoq8XX2BQBAm1ZBGJ2egNHdE9E7OZKKJgqFQvEQHgQ8vFdK3pSdM2cOpk6din79+iEjIwMffvgh8vLyMGvWLADA3LlzUVBQgFWrVgGwiKQHHngA7733HgYOHChahYKCghAREQEA+Pvf/44bb7wRb775JsaPH4+NGzdi27Zt2L17t8ftBgIqlCiobjDiu0MXsW5/Pv68UCmmcyyDnm0i0K9tFHonR6JDfCiSo4KhVXFO6zLzBHmX63CiqBqHCyqx72wZcvIrcKG8Hh/tOouPdp3FdTEhuOf6FNzZtw2iQjTNcYoUCoVCaQRTpkxBWVkZXnvtNRQWFiI9PR2bNm1CamoqAKCwsFA2t9GyZctgMpnw+OOP4/HHHxfTp02bhpUrVwIABg0ahLVr1+Kf//wnXnrpJbRr1w7r1q3DgAEDPG43EDTZPEr5+fk4d+4c6urqEBsbi27durkNHGtJVFVVISIiApWVlVdtjFJJtR6f7D6Lz/eeF11qao7BrV3iMSo9AUM7xiEiWO1zO3UGE349WYJNfxVh27FLqDNYRnBoVSzu7p+MR25qh9aRQT63Q6E0BdfCs4DSMhHuvYsn2vgczJ3U6QK9h73Erxal8+fP44MPPsCaNWuQn58PqQbTaDQYMmQIHnnkEdx5552Nno9kyZIlWLRoEQoLC9GtWzcsXrwYQ4YMUcy7e/duPP/88zh+/Djq6uqQmpqKmTNnOszfcK1SWqPH/345hTW/50Fvsviu28eF4u7+yZjYx/9WnmCNCqPSEzEqPRE1ehO+y7mI1b+fx+GCKnyadR6rf8/DnX3a4MlbOlDBRKFQKHaYCYHZB5uGL2UpfrQo/f3vf8eKFSswYsQI3H777bj++uvRunVrBAUF4fLlyzh8+DB27dqFNWvWQKVSYcWKFejfv79Hda9btw5Tp07FkiVLMHjwYCxbtgwff/wxjh49ipSUFIf8Bw8exPHjx9GjRw+EhIRg9+7dmDlzJv7973/jkUce8ajNq/GvSL3JjBW/ncP7v5xCtdWC1DM5Ek8Oa49busQ1a9wQIQRZZ8rwv19OYc/pMgAWC9MjN16HWTe1Q4iWeoUpLYOr8VlAuTIQ7r384619tigldy6g97CX+E0o/eMf/8Bzzz2H2NhYt3k3bdqEuro6TJo0yaO6/TGl+cSJExESEoLPPvvMo/xX28Pxl+OX8Mp3R5B/uR4AkN46HM+P6owb2scEPLA6+/xlvLXlBPadvQwAiAvT4sUxXTC+V1LA+0ahXG3PAsqVg3DvnT+e5Ps8Sp0v0nvYS/z2Z/uiRYs8zjtmzBiP8/pjSvODBw9iz549eP311z1u92qhrEaPV78/iu8OXQQAxIdr8Y+RnTGxd2uwLWSuo76pUVj7yEBsPXIJCzYdQ97lOsxel4ONOQX4vzu6I4m64ygUyjUMDwJzM496o9hoMv+G2WxGaWkpGIZBdHQ0OM75SClX+DKleZs2bVBSUgKTyYT58+fjoYcecppXr9dDr9eL36uqqrzqb0vi+0MX8fLGwyivM4JlgIeGXIfZt3ZAsKblubUYhsGo9AQM6xyLj349g//8fArbT5Rg+Ls7MXdMF9w3IIValygUCoXS7Ph9hccNGzZg8ODBCA4ORlJSEhITExEcHIzBgwfj22+/9bpeb6Y037VrF/744w988MEHWLx4sbg6sRILFy5ERESEuF3J67zV6k149qtDeHLNQZTXGdE5IQzfPj4YL47p0iJFkhStisMTN3fApr8PQd/UVqg1mPHPbw/j4VXZKK/1fWFICoVCudIQ5lHyZaN4j1+F0rJly3D33XejR48eWLduHXbv3o1du3Zh3bp16NGjB+6++2589NFHjarTlynN09LS0L17dzz88MN4+umnFRf/E5g7dy4qKyvFLT8/v1H9bCn8daESt/13N77OvgCWAZ66uT2+f/IG9GgTGeiuNYr2caH4amYGXrqtKzQci23HLmH0e7uQZQ38plAolGsFYdSbLxvFe/xqXli0aBGWLFmCGTNmOBybMGEC+vfvj//7v//Dww8/7HGd/prSnBAic63Zo9Vqr6h5nuwhhGDFb+ewcPMxGM0ESRE6LL67N65Piwp017yGZRnMuCENA6+LwpNrDuJMSS3u/Xgvnry5A/5+Swe6nhyFQqFQmhy/CqWCggLccMMNTo8PGjQIFy9ebHS9jZ1K/f3330dKSgo6d+4MwDKv0ttvv40nn3zSi7Nq+dQbzJi7/k98m2O5tqO6JeCNO7sjMvjqmPW6W1IEfnjyBrz63VGs+yMf//k5F39dqMDiu3sjIsj3CTEpFAqlJcNbN1/KU7zHr0KpW7du+PDDD/HOO+8oHv/oo4/QrVu3Rtfb2KnUeZ7H3LlzcfbsWahUKrRr1w5vvPEGZs6c6d2JtWDyL9dh1ufZOHKxChzL4MUxXfDg4LZXXeBzsEaFNyf1wMB2UXjhm7+w/UQJxv9vNz58oB86xocFunsUCoXSZJh9HPXmS1mKn5cw2blzJ8aOHYvU1FSMGDEC8fHxYBgGRUVFyMzMxPnz57Fp0yanM2q3JK6EuVOyTpfhsS+yUV5nRHSIBv+7tw8y2kUHultNzuGCSsz8LBsFFfUI0XB4Z3IvjEpPCHS3KFcpV8KzgHJ1Itx7fx6NQ5gP8yhVV/Po0bWY3sNe4ve13s6dO4elS5di7969YgB2QkICMjIyMGvWLLRt29afzTUZLf3h+E32Bbyw/k8YzQTdW0fgg6l9r6nlP8pq9Hhi9UFknSkDwwAvju6Ch4akXXWWNErgaenPAsrVCxVKLYMmWxT3SqelPhwJIXjv51ws3pYLABjbIxHv3NUTOrV381RdyZjMPF774ShWZZ0HANw/MAXzx3WDivP7rBeUa5iW+iygXP0I916OH4RSLyqUvKZlT6pDkWEw8Xhh/Z9Yf6AAAPDo0Hb4x4hOLWaG7eZGxbF49fZuSIkKxv9tOobP9+ahoLwe/723D0LpWnEUCuUqgQcDM7x/zvM+lKU0wYSTAmPHjkVhYaHDPsU7KuuMmLb8d6w/UACOZbBwYnc8P6rzNSuSBBiGwUNDrsPS+/pCp2ax/UQJJn+QhUtVDYHuGoVCoVCuAppMKP3666+or6932Kc0nqLKBty1bA+yzpQhVKvC8un9cc/1KYHuVotiVHoC1j6SgZhQDY4WVuHOpXtwtrQ20N2iUCgUn+GJ7xvFe2gwRwvnXGktJn2wBycv1SA+XIsvZ2bgpo6xge5Wi6RXciQ2PDYYbaODcaG8Hnd9sAeHCyoD3S0KhULxCbPV9ebLRvEeKpRaMEcvVmHSB1m4UF6PttHB+HrWIHRNooF4rkiOCsbXjw5Ct6RwlNYYcPeHe7HndGmgu0WhUCiUKxQqlFoo+89dxpQPs1Bao0fXxHB8NWsQkqOCA92tK4KYUC3WPjIQA6+LQo3ehOnL92PLYRojR6FQrkyoRSmwUKHUAtl+vBhTP9mH6gYT+rdthTWPDERs2JW7Dl0gCNOpsfJv12Nkt3gYzDwe++IA1vye574ghUKhtDB4wvi8UbyHCqUWxsacAjy86g80GHnc3DkOqx4cQNcz8xKdmsOS+/ri7v7J4Akwd/1fWLrjdKC7RaFQKJQriCabbEY6QzKdLdkzPss6h5e/OwJCgPG9kvD2XT2hppMn+oQwlUKrEA2W7jiNN7ccR0WdAS+M7kzvSwqFckXgq/uMut58o8mEknTCbzr5t2sIIfjfL6fwTuZJAMC0jFS8Mq7bNT9Hkr9gGAbPj+qMVsFqLNh0HMt+PYOKOiMWTOwOjl5jCoXSwjGDhdkHB5DZj325Fmkyc0V1dTWuu+46h31vWbJkCdLS0qDT6dC3b1/s2rXLad7169dj+PDhiI2NRXh4ODIyMrB161af2m8qCCF4/cdjokh66pYOmH87FUlNwSM3tsObd3YHywDr/sjHE6sPQG+ijxAKhdKyIT7GJxEao+QTV4RfZ926dZg9ezbmzZuHgwcPYsiQIRg9ejTy8pSDc3/99VcMHz4cmzZtQnZ2NoYNG4Zx48bh4MGDzdxz15h5gue/+ROf7D4LAHj5tq6YM7wjdQk1IVP6p2DJfX2g4VhsPlyEGSv/QK3eFOhuUSgUCqWF0iSL4rZt2xYPPvggpk+fjpQU32eQHjBgAPr06YOlS5eKaV26dMGECROwcOFCj+ro1q0bpkyZgpdfftmj/E29EKbeZMbstTnYfLgILAO8NaknJvVt4/d2KMrszi3FI5/9gTqDGb2SI7Hyb/0RGawJdLcoLRC6KC4lUAj33k9/pSLEh0Vxa6t5jOh+nt7DXtIkFqVnnnkGGzduxHXXXYfhw4dj7dq10Ov1XtVlMBiQnZ2NESNGyNJHjBiBPXv2eFQHz/Oorq5GVFSU0zx6vR5VVVWyramoM5jw0Kd/YPPhImg4Fkvu60NFUjNzQ4cYfPHQAEQGq5GTX4HJy+j6cBQKpWViJqzPG8V7muTqPfnkk8jOzkZ2dja6du2Kp556ComJiXjiiSdw4MCBRtVVWloKs9mM+Ph4WXp8fDyKioo8quOdd95BbW0tJk+e7DTPwoULERERIW7JycmN6qenVNYbMfWT37ErtxRBag7Lp/fHqPTEJmmL4preKa3w5cwMxIdrcfJSDe5cugfn6PpwFAqFQpHQpDKzZ8+eeO+991BQUIBXXnkFH3/8Mfr374+ePXti+fLljRoNZx+3QwjxKJZnzZo1mD9/PtatW4e4uDin+ebOnYvKykpxy8/P97hvnlJSrcfdH+5F9vlyhOtU+PyhAbihQ4zf26F4Tsf4MHw9axBSrevDTfogC8cKm86aSKFQKI2FBwMerA8bjXv1hSYVSkajEV9++SVuv/12PPPMM+jXrx8+/vhjTJ48GfPmzcN9993nto6YmBhwHOdgPSouLnawMtmzbt06zJgxA19++SVuvfVWl3m1Wi3Cw8Nlmz8pqKjH5GWWl3BMqBbrZmagb2orv7ZB8Y7kqGB8NSsDnRPCUFqjx+RlWfjj3OVAd4tCoVAA0CVMAk2TCKUDBw7gySefRGJiIp588kl069YNhw8fxu7du/G3v/0N8+bNw3fffYcNGza4rUuj0aBv377IzMyUpWdmZmLQoEFOy61ZswbTp0/H6tWrMXbsWJ/PyRdOl9TgrqV7cLa0Fq0jg/DVrAx0SaQBdS2JuDAd1s3MQL/UVqhuMOH+T/Zhx4niQHeLQqFQKAGmSYRS//79kZubi6VLl+LChQt4++230blzZ1merl274u677/aovjlz5uDjjz/G8uXLcezYMTz99NPIy8vDrFmzAFjcZg888ICYf82aNXjggQfwzjvvYODAgSgqKkJRUREqKyv9d5IeciCvHJOW7sHFyga0iw3B149mIC0mpNn7QXFPRJAan80YgKGdYtFg5PHQp3/gu0MXA90tCoVyjUODuQNLk8zMfebMGaSmprrMExISghUrVnhU35QpU1BWVobXXnsNhYWFSE9Px6ZNm8Q2CgsLZXMqLVu2DCaTCY8//jgef/xxMX3atGlYuXJl40/IS34+dgmPrz6ABiOPHm0isGJ6f0SH0sVtWzJBGg4fTu2HZ746hO8PXcTf1x5EVb0R9w90fT9TKBRKU2GJUfLefUZjlHyjSeZR8gRPg7EDha9zp6z9PQ8vbvgLPAGGdorF+/f2QYi2yVaMofgZM0/wyneH8fleiwD/x8hOeGxouxZ9z1KaBjqPEiVQCPfeN4c6IiSM87qe2moz7ux5kt7DXuI3e1yXLl2wevVqGAwGl/lyc3Px6KOP4s033/RX0y0KQgje25aLF9ZbRNJdfdvgowf6UZF0hcGxDP41Ph1P3tweALBo6wn864dj4Hm6biGFQmleeOtab95u/JWxCEeLxW9X7/3338e///1vxMfHY8qUKVi0aBG++OILfPPNN/j4448xZ84cXH/99ejduzciIiLw2GOP+avpFoPJzOPFDX/h39ss67Y9Maw93prUA2qO3qRXIgzD4JkRnfDPsV0AAMt/O4tHv8hGvYGuD0ehUJqPQMUoNWaN1cLCQtx7773o1KkTWJbF7NmzHfIMHToUDMM4bNIBV/Pnz3c4npCQ4FX//YXfzBw333wz9u/fjz179mDdunVYvXo1zp07h/r6esTExKB379544IEHcP/99yMyMtJfzbYYqhuMeHLNQew4UQKWAV4dn46pNK7lquChIdchNkyLf3z1J7YeuYQpH2bh4wf6IS5cF+iuUSiUawDeR6sQj8ZbwoU1VpcsWYLBgwdj2bJlGD16NI4ePaq4NJler0dsbCzmzZuHf//734p1rl+/XuZ1KisrQ8+ePXHXXXfJ8nXr1g3btm0Tv3Oc925Hf+B3f9CgQYNcDtu/Gsm/XIcZn+7HyUs10KlZvHd3b4zsFlgFTPEv43u1RlJkEB5Z9Qf+vFCJCe//huV/64/OCdTfT6FQrj7effddzJgxAw899BAAYPHixdi6dSuWLl2quMZq27Zt8d577wEAli9frlin/TJia9euRXBwsINQUqlUAbciSaE+IR/Zf+4yxr//G05eqkF8uBZfzsygIukqpX/bKGx4bDCuiwnBxcoGTFqahe10riUKhdLEmAnj8wbAYT1TZ2uw+mONVU/45JNPcPfddyMkRD5lTm5uLpKSkpCWloa7774bZ86c8Vub3uA3i9KcOXMaXeaf//yny4VqWzrfZF/A3PV/wWDmkd46HB8/0B8JEdQdczXTNiYE6x8bhJmfZWPf2cuYsXI/nh/VGY/ceB0dEUehUJoEISjb+/IW15v9GqavvPIK5s+f75DfH2usuuP333/H4cOH8cknn8jSBwwYgFWrVqFjx464dOkSXn/9dQwaNAhHjhxBdHS0X9puLH4TSosXL0ZGRgY0Go1H+Xfv3o0nnnjiihRKBhOPBZuOYeWecwCAUd0S8O6UngjW0JFt1wKRwRp8NmMA5m34C19lX8DCzcfxZ0ElFk3qQe8BCoXSYsnPz5dND6DVup7Xz9s1Vj3hk08+QXp6Oq6//npZ+ujRo8X97t27IyMjA+3atcOnn37qlUHGH/j1qb5hwwaXC89KCQsL82fTzcalqgY89sUBZJ8vBwA8eXN7PH1rR7AstSZcS2hULN6a1AM92kTg1e+P4sc/C3G6uAbLpvZFajSdeZ1CofgPnrDgfZhdm7dOl+jpOqa+rLHqCXV1dVi7di1ee+01t3lDQkLQvXt35Obm+tyut/gtRmnFihWIiIjwOP+yZcv8csGbk71nyjD2P7uRfb4cYToVPn6gH54Z0YmKpGsUhmEwNaMt1jwyEDGhWhwvqsa4/+7Gz8cuBbprFArlKsKXOZS8cdt5u8aqp3z55ZfQ6/W4//773ebV6/U4duwYEhMTfW7XW/wmlKZNm+bWjCfl3nvvdQjgaqnwPMHSHadx38f7UFqjR+eEMHz/xA24teuVJfQoTUP/tlH44ckb0DslElUNJsz49A/864ej0JvofEsUCuXKpLFrrAJATk4OcnJyUFNTg5KSEuTk5ODo0aMOdX/yySeYMGGCYszRs88+i507d+Ls2bPYt28fJk2ahKqqKkybNq1pTtQDaECFGy5VNmDWuqPYc7oMAHBH79ZYcEd3BGkCO68DpWWREKHD2kcG4o3Nx7Hit3P4ZPdZ7Dtbhv/e04cugkyhUHyCB8SRa96WbyyNXWMVAHr37i3uZ2dnY/Xq1UhNTcW5c+fE9JMnT2L37t346aefFNu9cOEC7rnnHpSWliI2NhYDBw7E3r173a4f25T4ba23qKgonDx5EjExMR7lT0lJwa5duwJ68q4Q1thJn7se1bwGQWoOr4zriin9k+noJopLMo9ewj++PoSKOiNCNBz+NSEdd/RuTe+bKxS61hslUAj33tID/REU6r1do77GhEf77Kf3sJf4zaJUUVGBzZs3exynVFZWBrPZc9fEkiVLsGjRIhQWFqJbt25YvHgxhgwZopi3sLAQzzzzDLKzs5Gbm4unnnoKixcv9rgtKZX1JvS4Lgbv3d0b7WJDvaqDcm0xvGs8Nv99CP6+Nge/n72MOV8ewk9HLuFfE9IRG+a5e5pCoVAogcevrrem8iE2xVTqnvK3G9pi3vi+0Kjo3JwUz0mMCMKahwfif7+cwn9/ycWWI0XYd7YMr45Px7geidS6RKFQPMaX9dqE8hTv8ZvrrSkZMGAA+vTpg6VLl4ppXbp0wYQJExSnUpcydOhQ9OrVq9EWJWpup/iLIxcr8exXf+JYYRUAy7xb1Lp05UCfBZRAIdx7/8ke6LPr7am+e+k97CUtXmY211Tqer3eYXp3CsUfdEuKwMbHB2P2rR2gYhlsOVKEm9/ZgZW/nYXJ7E2YJYVCuZYQLEq+bBTvafFXrzmmUgeAhQsXIiIiQtzsp3qnUHxBo2Ix+9aO2PjEYHRvHYHqBhPmf38U4/73G/44dznQ3aNQKBSKE1q8UBJoyqnUAcucEJWVleKWn5/vt7opFIFuSRH49vHBeH1COiKC1DhWWIVJH2Rhzpc5KKpsCHT3KBRKC6S5J5ykyGnx8yg19VTqAlqttlETZlIo3sKxDO4fmIox3RPx1pbjWLs/H+sPFODHPwsxfXBbPHZTe0QEqwPdTQqF0kLgCQPel3mUfChLuQIsSk09lTqFEiiiQjR4484e2PDYIFzfNgp6E49lO89gyFu/YMmOU6g30Jm9KRQKJdD41aLkSQC0SqVCcHBwo+qdM2cOpk6din79+iEjIwMffvihw1TqBQUFWLVqlVgmJycHAGRTqWs0GnTt2rVRbVMoTU3vlFZYN3Mgtp8oxltbTuB4UTXe2nICy3efxYM3pOH+gakI11ELE4VyrcL76D7jW75NpEXjV6EUGRnpUdxQSEgIhg8fjvfeew9t2rRxm7+pplKnUFoKDMPg5s7xuKljHDbmFODdzJO4UF6Pt7acwNIdp/FARir+NjgNMaHUPUyhXGvwhAXvw8g1X8pS/DyP0s6dO93m4Xkely5dwvvvv4+wsDBs2rTJX837FTp3CiWQGM08vj90EUt2nMap4hoAgE7NYnzP1piakYr01p7NgE/xHfosoAQK4d5b8Psw6HyYR6mhxoQXr99O72Ev8atFSa/XY9iwYVCr3bsJevTogYEDB/qzeQrlqkHNsZjYpw0m9GqNzGOXsGT7KRy6UIl1f+Rj3R/56JMSiQcy2mJ09wRoVXSBZgrlasYMBmZ4H5DtS1mKn4XSrFmzcPnyZYwcORLjx4/HmDFjEBkZqZi3ffv2+Oyzz/zZPIVy1cGyDEZ2S8CIrvH443w5VmWdx+a/CnEgrwIH8nLw6vdq3N4zCRP7tEGPNhF0aRQK5SqEut4Ci9+XMPnzzz/x3Xff4bvvvsOff/6JwYMHY/z48bj99tvRtm1bfzbVpFBzO6WlUlzdgLW/5+OLfedxqUovpreLDcHEPm0wtnsi2saEBLCHVxf0WUAJFMK99+q+W312vb0yYBu9h72kSdd6u3jxoiiatm/fjo4dO4qiqV+/fk3VrF+gD0dKS8dk5vHb6TKsP3ABW48UocFoWw6lc0IYRnZLwMhuCeiSGEYtTT5AnwWUQCHcey/vuxW6UO9HvjbUGPEaFUpe02yL4tbW1mLLli3YuHEjNm3ahDlz5uDFF19sjqa9gj4cKVcS1Q1GbD5chO9yLiLrTBnMvO2/dUpUMG7uHIcbO8ZgQFo0QrQtfp7ZFgV9FlAChXDv/XPvCJ+F0usDf6L3sJc0m1CSwvM8ysrKEBsb29xNewx9OFKuVCrqDPj5WDG2HCnCrydLoDfZLE1qjkHf1FYY0iEWg9vHoFtSONQcjV9wBX0WUAKFcO/NzRrls1BamLGF3sNe4tc/LceMGYM1a9YgIsIydPn//u//8Pjjj4sB3WVlZRgyZAiOHj3aokUShXIlExmswZ192+DOvm1QqzdhV24Jfs0txa8nS3ChvB57z1zG3jOXsWjrCejULHolR6JfahT6tm2FPimtEBFEJ7ekUCgUAb8Kpa1bt0KvtwWXvvnmm7jnnntEoWQymXDixAl/NkmhUFwQolVhVHoiRqUnghCC82V1onDaf+4yKuqMonACAIYBrosJQXrrCHRLCkd6UgS6JUXQtecolABCwID3YYg/odMD+IRfhZK9Fy8AXj0KheIEhmHQNiYEbWNCMDWjLXie4ExpDfafK8cf58rxx/nLOF9Wh9MltThdUouNORfFsq0jg9A1KRwd4kLRPi4U7WJD0S4uFKE03olCaXLMhIXZhyH+vpSl+FkoUSiUKweWZdA+Lgzt48Jwz/UpAICSaj0OX6zEkYJKHLlYhcMXK5F/uR4FFZYt8+glWR0J4Tq0jwvFdbEhSIkKRptWwUiOCkKbVsHUhUehUK4K/CqUGIZxGIZMhyVTKFcOsWFaDOsUh2Gd4sS0yjojjhRW4nhhNU6X1OBUcQ1Ol9SitEaPoqoGFFU1YPepUoe6wnUqUTi1jgxGfLgW8eE6xIVrERemQ3y4FqFaFX1GUChu4AkDnnj//8SXspQmcL1Nnz4dWq1l4c6GhgbMmjULISGWye+k8UsUCuXKICJYjUHtYjCoXYwsvbLOiFMlNThdUoMzJbXIL6/DhfJ6XLhch7JaA6oaTDhaWIWjhVVO6w7WcIgL0yIuXIeYUA1aBWsQFWL7FLZWIRpEBWsQpKHLtVCuPcxgYYYPrjcfylL8LJSmTZsm+37//fc75HnggQe8qnvJkiVYtGgRCgsL0a1bNyxevBhDhgxxmn/nzp2YM2cOjhw5gqSkJDz33HOYNWuWV21TKBRHIoLV6JvaCn1TWzkcqzOYLKKpvA75l+txsaIexdV6XKpqwKWqBhRX6VGtN6HOYMa5sjqcK6vzqE2tikV4kBphOhXCdGqE61SWfa0tLUxIs+4HaTgEazgEq1XQaVgEa1QIUnPgWPpXNoVCcY9fhdKKFSv8WZ3IunXrMHv2bCxZsgSDBw/GsmXLMHr0aBw9ehQpKSkO+c+ePYsxY8bg4Ycfxueff47ffvsNjz32GGJjY3HnnXc2SR8pFIqNYI0KHePD0DE+zGmeWr0JxdV6FFc14FK1Hpdr9LhcZ0R5rQGX6wyWz1oDyusMKK81wmDmoTfxKKnWo6Tad+u0VsVaRJSas4opi4AShJVOzUGrYsEY631ui0LxBep6CywBmXCysQwYMAB9+vTB0qVLxbQuXbpgwoQJWLhwoUP+559/Ht999x2OHTsmps2aNQuHDh1CVlaWR23SSeYolJYDIQS1BjPKaw2oajCiusFk3Yyyzyq7tFq9GXVGE+oNZtQZzKg3mtHYJx6vr0P+4sn0WUBpdoT30BO774DWhwkn9TVG/O+GDfQe9pIWP+rNYDAgOzsbL7zwgix9xIgR2LNnj2KZrKwsjBgxQpY2cuRIfPLJJzAajVCrHW84vV4vi6GqrKwEYLlRKRRKyyBCBUSEMkCoGoAaQFCjyhNCoDfxFtFkMKHBaBFQDUYe9UazVVCZ0GAyQ2+0WLAqK6vwf6DTnVAo1yotXiiVlpbCbDYjPj5elh4fH4+ioiLFMkVFRYr5TSYTSktLkZiY6FBm4cKFePXVVx3Sk5OTfeg9hUK5WigrKxNXHaBQmhMzYWD2wX3mS1nKFSCUBOyHEBNCXA4rVsqvlC4wd+5czJkzR/xeUVGB1NRU5OXlBeThWFVVheTkZOTn5wfMVBroPgS6/ZbQh2u9/ZbQh8rKSqSkpCAqKqrZ26ZQABqjFGhavFCKiYkBx3EO1qPi4mIHq5FAQkKCYn6VSoXo6GjFMlqtVpzWQEpERERAfbrh4eEB9ykHug+Bbr8l9OFab78l9IFl6RBrSmAghAXvw+zahM7M7RMt/uppNBr07dsXmZmZsvTMzEwMGjRIsUxGRoZD/p9++gn9+vVTjE+iUCgUCoVCUaLFCyUAmDNnDj7++GMsX74cx44dw9NPP428vDxxXqS5c+fK5meaNWsWzp8/jzlz5uDYsWNYvnw5PvnkEzz77LOBOgUKhUKhULzCDMbnjeI9Ld71BgBTpkxBWVkZXnvtNRQWFiI9PR2bNm1CamoqAKCwsBB5eXli/rS0NGzatAlPP/003n//fSQlJeE///lPo+ZQ0mq1eOWVVxTdcc1BoNtvCX0IdPstoQ/XevstoQ+Bbp9C4YlvcUY8HbDpE1fEPEoUCoVCoVxrCPMo/W3HZGhCNV7XY6gxYMXQL+k8Sl5yRViUKBQKhUK5VuF9DOb2pSzlColRolAoFArlWoUH4/PmDUuWLEFaWhp0Oh369u2LXbt2Oc1bWFiIe++9F506dQLLspg9e7ZDnpUrV4JhGIetoaHB63abAyqUKBQKhUKhyBDWWJ03bx4OHjyIIUOGYPTo0bJ4YCl6vR6xsbGYN28eevbs6bTe8PBwFBYWyjadTud1u80BFUoUCoVCobRghJm5fdkay7vvvosZM2bgoYceQpcuXbB48WIkJyfL1lyV0rZtW7z33nt44IEHXE7SzDAMEhISZJsv7TYH16RQWr9+PUaOHImYmBgwDIOcnByHPHq9Hk8++SRiYmIQEhKC22+/HRcuXJDlKS8vx9SpUxEREYGIiAhMnToVFRUVXvVJyRzJMAwWLVok5hk6dKjD8bvvvtur9uyZPn26Q90DBw6U5fHkmniD0WjE888/j+7duyMkJARJSUl44IEHcPHiRVm+pjx/JZrL/Ltw4UL0798fYWFhiIuLw4QJE3DixAlZHk9+H1+YP3++Q/3SBxghBPPnz0dSUhKCgoIwdOhQHDlyxG/tt23bVvH+f/zxxwE0zfn/+uuvGDduHJKSksAwDL799lvZcU/Ouan+T1AoUoQYJV+2xiCssWq/ZqqrNVY9paamBqmpqWjTpg1uu+02HDx4sFna9YVrUijV1tZi8ODBeOONN5zmmT17NjZs2IC1a9di9+7dqKmpwW233Qaz2Szmuffee5GTk4MtW7Zgy5YtyMnJwdSpU73qk70pcvny5WAYxmFKg4cffliWb9myZV61p8SoUaNkdW/atEl23JNr4g11dXU4cOAAXnrpJRw4cADr16/HyZMncfvttzvkbcrzl9Kc5t+dO3fi8ccfx969e5GZmQmTyYQRI0agtrZWls/d7+Mr3bp1k9X/119/icfeeustvPvuu/jf//6H/fv3IyEhAcOHD0d1dbVf2t6/f7+sbWHC2LvuukvM4+/zr62tRc+ePfG///1P8bgn59xU/ycolKagqqpKtkkXgpfizRqrntC5c2esXLkS3333HdasWQOdTofBgwcjNze3Sdv1lWty1JsgZs6dO6d4vLKyEp988gk+++wz3HrrrQCAzz//HMnJydi2bRtGjhyJY8eOYcuWLdi7dy8GDBgAAPjoo4+QkZGBEydOoFOnTo3qk735cePGjRg2bBiuu+46WXpwcLBDXn+h1Wqd1u3JNfGWiIgIh5nU//vf/+L6669HXl4eUlJSxPSmPH8pUvMvACxevBhbt27F0qVLsXDhQr+2tWXLFtn3FStWIC4uDtnZ2bjxxhvFdFe/jz9QqVSK9RNCsHjxYsybNw8TJ04EAHz66aeIj4/H6tWrMXPmTJ/bjo2NlX1/44030K5dO9x0001imr/Pf/To0Rg9erTiMU/OuSn/T1AoUnj4uNabNZjbfpH3V155BfPnz3darrFrrLpj4MCBMkvw4MGD0adPH/z3v//Ff/7znyZr11euSYuSO7Kzs2E0GmXmv6SkJKSnp4vmv6ysLERERIgiCbDcBBERET6bCC9duoQff/wRM2bMcDj2xRdfICYmBt26dcOzzz7rt7/oAWDHjh2Ii4tDx44d8fDDD6O4uFg85sk18SeVlZVgGAaRkZGy9KY8f4FAm38rKysBwGERVle/jz/Izc1FUlIS0tLScPfdd+PMmTMAgLNnz6KoqEh2PbRaLW666aYmuR4GgwGff/45HnzwQdnDsanPX4on59zc/yco1y7ExxFvxCqU8vPzUVlZKW5z585VbM+bNVa9gWVZ9O/fX7QoNVe7jeWatCi5o6ioCBqNBq1atZKlS81/RUVFiIuLcygbFxfns4nw008/RVhYmPiXrMB9992HtLQ0JCQk4PDhw5g7dy4OHTrkYI3xhtGjR+Ouu+5Camoqzp49i5deegk333wzsrOzodVqPbom/qKhoQEvvPAC7r33XtnkaE15/lICaf4lhGDOnDm44YYbkJ6eLqa7+318ZcCAAVi1ahU6duyIS5cu4fXXX8egQYNw5MgR8ZyVrsf58+d9btueb7/9FhUVFZg+fbqY1tTnb48n59yc/yco1zY88dGiZC3r6cLS0jVW77jjDjE9MzMT48eP97of9hBCkJOTg+7duzdru43lqhdKX3zxhcw1sHnzZgwZMsSruuzNf0qmQE9MhO76tHz5ctx3332yIZOAJT5HID09HR06dEC/fv1w4MAB9OnTx+PzUGp/ypQpsrr79euH1NRU/Pjjjw6CTYo3JlFX5280GnH33XeD53ksWbJEVs5f5+8pgTD/PvHEE/jzzz+xe/duWbq3v4+nSF1Q3bt3R0ZGBtq1a4dPP/1UNJU31/X45JNPMHr0aCQlJYlpTX3+zvDmnAPtJqBQ/MGcOXMwdepU9OvXDxkZGfjwww8d1lgtKCjAqlWrxDLCwKiamhqUlJQgJycHGo0GXbt2BQC8+uqrGDhwIDp06ICqqir85z//QU5ODt5//32P2w0EV71Quv3222XusdatW7stk5CQAIPBgPLyctlfi8XFxRg0aJCY59KlSw5lS0pK3JoIXfVp165dOHHiBNatW+e2n3369IFarUZubm6jhIIn1yQxMRGpqamiSdSTa+Jr+0ajEZMnT8bZs2fxyy+/uP3Lx9vzd0egzL9PPvkkvvvuO/z6669o06aNy7z2v4+/CQkJQffu3ZGbm4sJEyYAsFhQEhMTxTxNcT3Onz+Pbdu2Yf369S7zNfX5C7FQrs7Zn/8nKBRXBGJm7sausQoAvXv3Fvezs7OxevVqpKamivHAFRUVeOSRR1BUVISIiAj07t0bv/76K66//nqP2w0EV32MUlhYGNq3by9uQUFBbsv07dsXarVa5tIpLCzE4cOHxQdgRkYGKisr8fvvv4t59u3bh8rKSrcPSVd9+uSTT9C3b1+XE3YJHDlyBEajUfYg9wRPrklZWRny8/PFuj25Jr60L4ik3NxcbNu2DdHR0W7r8fb83SE1/0rJzMxskhcgIQRPPPEE1q9fj19++QVpaWluy9j/Pv5Gr9fj2LFjSExMFN2d0uthMBiwc+dOv18PIZB97NixLvM19fl7cs7+/D9BobhCcL35snnDY489hnPnzkGv1zsMLlm5ciV27Nghy08Icdikg6b+/e9/4/z589Dr9SguLsbWrVuRkZHRqHYDwVVvUVLi8uXLyMvLE+fpEeasESa/ioiIwIwZM/DMM88gOjoaUVFRePbZZ9G9e3dxdEuXLl0watQoPPzww+IQ9UceeQS33XZbo0e8CVRVVeGrr77CO++843Ds9OnT+OKLLzBmzBjExMTg6NGjeOaZZ9C7d28MHjzYq/YEampqMH/+fNx5551ITEzEuXPn8OKLLyImJkb0E3tyTbzFZDJh0qRJOHDgAH744QeYzWbRmhMVFQWNRtOk569Ec5p/H3/8caxevRobN25EWFiYeO4REREICgry6PfxlWeffRbjxo1DSkoKiouL8frrr6OqqgrTpk0DwzCYPXs2FixYgA4dOqBDhw5YsGABgoODce+99/qlfQDgeR4rVqzAtGnToFLZHk1Ndf41NTU4deqU+P3s2bPIyclBVFQUUlJS3J5zU/6foFAoLQhyDbJixQoCwGF75ZVXxDz19fXkiSeeIFFRUSQoKIjcdtttJC8vT1ZPWVkZue+++0hYWBgJCwsj9913HykvL/e6X8uWLSNBQUGkoqLC4VheXh658cYbSVRUFNFoNKRdu3bkqaeeImVlZV63J1BXV0dGjBhBYmNjiVqtJikpKWTatGkO5+vJNfGGs2fPKv4eAMj27dsJIU17/s54//33SWpqKtFoNKRPnz5k586dTdKOs3NfsWIFIcTz38cXpkyZQhITE4larSZJSUlk4sSJ5MiRI+JxnufJK6+8QhISEohWqyU33ngj+euvv/zWPiGEbN26lQAgJ06ckKU31flv375d8bpPmzaNEOLZOTfV/wkKhRBCKisrCQAy7qcZZOJvj3q9jftpBgFAKisrA31KVyQMIYQ0myqjUCgUCoXiEVVVVYiIiMDYrQ9BHaLxuh5jrQE/jvwYlZWVHo16o8i56mOUKBQKhUKhULzlmoxRolAoFArlSsFf8yhRvIMKJQqFQqFQWjBUKAUW6nqjUCgUCoVCcUKLE0q//vorxo0bh6SkJDAMg2+//VZ2nBCC+fPnIykpCUFBQRg6dCiOHDkiy6PX6/Hkk08iJiYGISEhuP3223HhwoVmPAsKhUKxQZ9rFF8I1DxKFAstTijV1taiZ8+e+N///qd4/K233sK7776L//3vf9i/fz8SEhIwfPhw2eKos2fPxoYNG7B27Vrs3r0bNTU1uO2222A2m5vrNCgUCkWEPtcovkAAHxfFpfhCi54egGEYbNiwQVxCgRCCpKQkzJ49G88//zwAy19Z8fHxePPNNzFz5kxUVlYiNjYWn332mbg+1MWLF5GcnIxNmzZh5MiRgTodCoVCoc81iscI0wPc/OMsqEK8X/zZVKvHL2M/oNMDeMkVFcx99uxZFBUVYcSIEWKaVqvFTTfdhD179mDmzJnIzs6G0WiU5UlKSkJ6ejr27Nnj9IGi1+uh1+vF7zzP4/Lly4iOjqYLXFIo1zCEEFRXVyMpKQks638jfFM91+gzzb809X1AablcUUJJWNrBfiHO+Ph4nD9/Xsyj0Whki1QKeewXOZWycOFCvPrqq37uMYVCuVrIz893u1ixNzTVc40+05qGproPXEFHvQWWK0ooCdj/NUQIcfsXkrs8c+fOxZw5c8TvlZWVSElJwdA2D0HFSUye9nVIvhMXx5zuAwDr4pir+pX+qHHVBwkOddnTFH8w8a4PM868wErphMBk1uNE4TbU1pegVl8GYtdATFh79GwzwZKd57Hn9CfQqIKhVYVCqw6BitGAZTVQMWqEaKIQFZwitlWlLwFAwPNmAASE8CDEDEJ4qLkgRGhiAQBm3oQzFb/DYK6D0dwAo7keBr4BRnMdTMSAhOCOSI+xrPvFEzN+yV8m9k/DhiBcE4dwTQwi1PEIV8dCzUpm3+XtztvuOjh4ze3zW07co2upiH1ZV+0o9UdWxs2P70kEgLs6GlmdvG7nBUzEiF2mbxEWFtbIShuHv59rzp5p+fn5ovvlqTUH8MvxEswb2xn3XB+41dmvBKqqqpCcnNzk94ESVCgFlitKKCUkJACw/HUlXTW8uLhY/GssISEBBoMB5eXlsr++iouLXa7ordVqodU6+oBVnBYq1pruROwQ1guB5GkZ2IkaewHjgTByKorciSF/m+fdvb0U3oMMIWgwVKG85jzKa/KgUYegfcJNAACO06K0Khdm3ggAYFk1QnWxCNPGIUQbjbCgBHAqnUWAccBNnZ9w7IP0u+RlGcW1cZ5Psq/iCbrEDFM8P5O5AWZigorTAYRAb65DpDYRdcYKGPh6GPhalDacRWnDWQBAfFB79I4eY62KoIovRjgXDYaR/FCuxBIL78WSUjlGoSwAcM7zOxVLHFwLHcZJvxpTh6d9cVq36/xN5a5qqueas2daeHi4KJTSkmLBnq3FZYOKxq54CHVbXntcUUIpLS0NCQkJyMzMRO/evQEABoMBO3fuxJtvvgkA6Nu3L9RqNTIzMzF58mQAQGFhIQ4fPoy33nrLu4ZdiRhn1iBPBJI/xJGrcs7KK5Rr9PGmgLW8qOr1FbhcfRbl1edRUX0e9YYKMUuQNgrtE4dau8igU+uR0HBBCA2KQ5CmleUhJhM/8msiOytCbOdJiO234e3SLY0plhF+f0ahjIrTQSUpr1WFYGDi3QAAo7kB1fpSVBouodJQhEp9ESI1CWId9aYKZBWvg5rVIVqbjBhtMmK0KdBxobLzYxjGTixJzkHMxMoFj/25OSunVFaaX0FYOPRHVoZ1I5YY92LJXR2+4OScmpqAPdcAtI4MAgBcqKj38SwoTQm1KAWWFieUampqcOrUKfH72bNnkZOTg6ioKKSkpGD27NlYsGABOnTogA4dOmDBggUIDg7GvffeCwCIiIjAjBkz8MwzzyA6OhpRUVF49tln0b17d9x6662N75AnViQ/CSS/iSN3VidnaWJ9Tg/5BsOAcfMeIoQg++SnqNdX2IqBQVhwIlqFpSIyLBU8bH/VtY7tK3fZSYUMIIovADLRxNiLpMYIJoV9p4LJSXk1p0NUcBtE6VrLzl2gwVwLFaOBkW9AUX0uiupzAQChqihEa5PRJrgLwlTR1ioZh/IOL30lwaMkTJTEwhUqllz2o5lpcc81K21aWYTSRSqUWjSEMCA+PJh9KUtpgULpjz/+wLBhw8Tvgo992rRpWLlyJZ577jnU19fjscceQ3l5OQYMGICffvpJ5jf+97//DZVKhcmTJ6O+vh633HILVq5cCY7jvOtUoASSJ/nty9iXU/oOF2LI3iXoZwgA8JbYn4rq8ygpP47y6nO4vttMcAwHhmEQ16obKmvyRWEUGZosjxPz2mIkOcQ7KSMt60wwuRBChGUsYglwKqqciTJGkh6la4ObW89EpaEIpfXnUarPQ6XhEmpMl1FjuoxWmkSEqWMssVq8ASzDgWW4q0Ms+ZFGi6Umsiq1yOcagNaRwQCAgnIqlCgUZ7ToeZQCiTB/xa1pT0LFav0ukPwqjtwIIwdR5EQMuQ3w9hFCCCqr83Cx+ABKyo7CZG4Qj/XuMg3Rke0AnjgEqDpYoZzECwGQxTk5WJqU9huTn/egPqlbrJH5ndZv/W7gG3C5IR+lDefRKXww1NbYudNV+3G2NgfxuuuQGNQBrdRJYKVxTQ5B4QoixdO4JaWyLoSF1wHefgzu9uoRJzknEzFiu/GrK34OGuGZJj2Psho9+r6+DQBw4vVR0Kq8F11XO0rXr7nazNj4pM/zKGWN/+8Vfw8HihZnUWqJuBVJzSWQPMhvKSP5oiCKFAWRpxrJUzFl93K6XHEax09/j/qGMjFNrQpBTFQnxEZ1QUR4qqVfHOMw+o3YvYgZV52VuNo8sxpZ99255bywMHlsXRL23bj8NKwOCcEdkBDcwZrPIhQuGwpgInoU1B9DQf0xaNggJOjaIymoIyLU8U1vWWoKK8xV6oJraUSFaKBTs2gw8iisaEDbmJBAd4miAI1RCixUKLmBKIkhpX1fBZJPrjhJHjth5DhlARxxI368+T/GEzNMJj00mhAwBFCrQ1DfUAaO1SAuNh2Jcb0RGZ6qKHqIXRpj51qUCqfGiiaZCFLK60wwiRW5EUx2Asij2CV7USQVHs5EFSAKhX7Rt+Oy4aI1luk0DHw98ur+Ql7dX2ilTkT/qAlgAiSWrth4pQAFdjc3DMOgTatgnCquwYXyeiqUKBQFqFDyBHdiiXV+XFH0uLMe+SCOXAqjxsQqeemG0+urcOHiXlws3I/oqI7o2vkuEAYIDU9Cepd7ENWqvSzeiEDBtcZA9oIkDAPYveOl5eFOOEksR4pWJqlY8UUw+du65Cy/UD8AsCwYHojWtkG0tg26RNyIsoZ8XKw/iaKGUwjiwm1uTJZBg7EGOi7EdiE9EUtKtCSx1FRcI2KpbbRFKJ0rq8UNHWIC3R2KAjSYO7BQoeQOe5HkZ4HUOCFl1659efv/C86ElcJxhz40ktraYuTl70bRpRwQYlmks7I6H4ThIcwDFBefbslsP62P0A3pC5GxGyEnEU8uhZM70aRkZVI6IVfWKKej5CTnoWBp8ti65EwsCXmE7xKxJIgNluEQG9QWsbpUdDHfADNM4nlUGUuRVfYlYjWpSA5KR4wm2fLbuBNLjREMgQjupi44n2gbbRHOZ0trA9wTijOo6y2wUKHkDoZxFElKbjZXliGfhJSkL6xCWScWI4f/F/aiSEEQuQzmdnKosjIP58/tQFnZcTEtPCIFKSk3Iia6M8CwjitXW+NFHWfiZmQiithZluTCRyJkJOlKoslTK5NzyxHkFibpMXvB5Mwd1xjrkqIIc2eBshMLDAMNFyQ5DYLLhgIAQInhPEoM5xGmisZ1wX0Rr73OcX1xT8RSc42EC7QLzux59iuRtFgqlFo61KIUWKhQ8gRXViRvBZKLOCVvxBFRSLPVYdv1KGZJKZ8TLpeftookBjGxXZGcMgQRkam2eqRN2Qdpi4JAksjZ57OJJ5lwklqcpNYmBdHkqZXJpWBScsmJJyIRRJ6445SsS7644lyIJeEYwzBoG9ITsdoU5NUdQUH9MVSbynCo6ieEclFoF9IP8Zq2YOzv2eYUS64ItAvuKibNGpd0jgolCkURKpTc4YEVyTPx46NAaow4ciaM7I0lSmLIzTvhcvlpcJwG4RHJAICk5AEwGKrROmUQgkNirRUrl1UURtY2peLI3rUmF08S4QQFAaQgmlxamRTik1y62uwEk8v4pcZYl5y53/wslkJUrdAl/Aa0C+2H87WHkFf3F2rMl3GsehdiY1LAwc3w8MaIpcZCXXABQRBKeZfrYDTzUHNNsdAjxReIj643alHyDSqUPMGJFcml+8wbgeTKeuRKHHkgjFwLJigjEYfVVQU4e3ILystyERaRjN4DHgPDMFDrQtGh2wR5fUp1yUZcSXaJXf+IPI8gkGTiSRROytYme9EkLetgZbKPhQIcBZN4Yo0QVa6sSwoj4xxccZ7GLTkTS4BNNNiJJUIINKwOHcIGoG1IT5yv+RNaLhgco7aekxmlhjzEaFLgsCSMfR8EmiO4O5AuuKuY+DAdgtQc6o1mXCivF4UTpeVA4JtBld7pvkGFkjvciSR3AsllHnkbDtYjpZgjV+LIA2HkbvJJ++P1dWU4l/sTSgoPWZvnEBaZDB5msKwaiij9j+ZsFUuFibgrvvztjktFjlJcktTaZBUtipYmOLEy8UQ8Zwe3nDvBZBe/5JF1yVtXnLRMI6cPsD8mFQlqVof24dfLBM0lwzkcqvoJrdQJ6BwyGOHWGcDl16YJxZIrAumCu0phWQZtY0JwrLAK50prqVCiUOygQskdDGPb4KWbzUuB1Bhx5FYYuRFE9i94o6EW505loihvH4j15Reb1AupHUcgKNiyxpjT15WSSw9S65G0I9ZEjhHzOBNPMqsTo2BtUrI0wc7KBPsytgkunQZ/OxNMzo67tC5JzlvByiRzxbmKW1KyVtnnBTwSS5Z8NkFjJHqwUKHcWISsim/QWtcZHUKuh5bR2Z13E4klX6cMoFalRnOdVSidKq7BsM5xge4OxQ4ejOs54zwoT/EeKpQ8obFWpCYSSJ6II+UpBBzPRfGYpJ7SkqMoPJ8FAGgV2xFtO49GaEQSGoXdO8g2DYBjf2QiSiKexHRAfNmK1ShYm2wWI4kPj5fUK3O1KViZrBYmhkBB7MDReuQP65I/4pb8KJaSg7oiRpOCkzVZKNKfQkHDcVzSn0G74D5I0XUDy3ixzEVj5ySi8UrNSsf4MPz4VyGOF1UHuisUBeiot8BChZI7GMbRjdYEAqnR4siF1ciZMJKnO+7zvAksY7kl4lL6oar8PGLb9EZkTHtLeTgpLzZg910hj0VAOJaRiSiJeJLNsWQVTlLRJLM2SSxN8rgkZdecolvOamFqcuuSB644xbgld2LJrh5bvxonloK4UPSMGI4UQzqO1+xGlakUJ2r3otxYhN7hIxzyy2hEcHeTxitRPKZTQigA4MSlqgD3hEJpeVCh5AavrEjNIJCciiPFuCbJCckEluULbzYi/9R2lBQcRO+bZoNTacGAQfu+d1nywXcYMeha2gFbf8Q4I8bWIJHsC5Yg0TKkZG1yJprsrUweCCb7oG9Xgslj61IjXXGKcUvuxJI03Q9uuFaaRAxsNQkXG47hZM3vSAnqplCvh2KpueOVqFXJYzolWBZKzb1UAzNPwF3lUyJcafCEAUMnnAwYVCh5gqII8sCK5KNAaqw4ciWMnMUwlZfl4nTOBjTUlgIAii8eRELaQNnpezqnkhJi/I+9t0byXmIkcxM5iCeJhhGFk71oAixrmUEqbIRijKOVSYhlciGY7IO+FQWTVRB5bF2yP+7OFecsbsmZ5cgTsSTFQ7HEMAxa6zojQdsenNXiCIZBQf1xqBkt4rRtAxev5A5fy18jpEQFi4vjniurRbvY0EB3iSKBEN8MqNf43wE+Q4WSO9y52ly42VzGICkJJFfWI0/FkQthRCTB4GazAecO/4Cis3sBABpdONr2HI/opO6iJUOKN3+QyAKwZZXZ+sQQIhdRwnteQTyJwsmVaLJ3z9lZmWSxTK4Ek7U+JcEkxi8JKAmixlqXGiuWAGUx5E4suZlnyallhWHBSR4XdeYqHKv5DWaYkGhoj84hg6BhdZ7FIfkzXslPLrhr3arEsQw6xofhzwuVOFFUTYUShSKBCiV3SISQKyuSopvNB4GkaD3yVBzZCyOpEYRhUFNRgNz9q1FfXQwASGg3GMnpo6BSW0Y1EbsyUjwRTIqj28QK7OqWZpK6yzhJGiTCyRvRJLEyNVowKQR8u7IuiYJIds4+iiVrHV6JJfFHcSGWZNkkgsG+HomFSMsGIzmoG87V/4lC/SmUGQrQLXQI4tSpdhX6KV7JdUHXYom64Dyik1UoHS+qxpjuiYHuDkUCDeYOLFQoucPqbvM0FkkmVhyEDeNcIEmtR2JdknLCsUaKIyXr1IUT21BfXQy1Lhztr5+CyPiOIIyoSWRt2uPR/zdn7xq7QG55sLatj2KiNE0WkARR1IhCihBl0QRHK1NjBFOj45eUYpcUjkE4NW+DvD0VS05jmpTjlSxf3YsljlGhU+hAxGvTcLh6B2rNFThY/ROStB3QJXgwVIzaoYyM5nbBUdzSOdESp3SskAZ0tzSoUAosdK56DyCCwBFcbaJ4gs0tJogkQcxIjzOMZZ4g1lKXkE++b6uLcIxYjlgFE2Eh1k2sbRHWWpazHLd8Mnab9ZikjrS+dyI2rT96jJyDiMRO1nrsylnz229wku7Zcfu+OfZTqby7cxavpfUYhDLWctLrKL++tnrFa2v3W8t+Q/vfzd7aJxHP8t9aEKtysU2kZYTNei9BqZwgmO0nQVXIY2nHRT4A4gze9umwCBaHesSDtnKR6nhktLoTaUE9ATC4qM/FvqqNMBOT0zJO63UHq1CHrcPel5VVc+2+UNKTLELprwuVAe4JxR7euoSJL5s3LFmyBGlpadDpdOjbty927drlNG9hYSHuvfdedOrUCSzLYvbs2Q55PvroIwwZMgStWrVCq1atcOutt+L333+X5Zk/fz4YhpFtCQkJXvXfX1Ch5AbxxQk4iCQAokCyvWwlx8WXn50oYqX7rgWS7MXP2gkFYZMIDmmdgsgoKzyMs4c2inlUwWG4bsAUqIJCnYsaTjmdd5IuPe4uj+ciykVee9EkvRbCManwsr+uLgSTuM/CInAdBBMkokoQyY73iFNBBCgE79uLKSfpzSiWZLgQSxyjQseQAbg+4jZo2WDEa9LAcU5mbfeAJhMrHoqla5X01hFgGaCoqgHFVQ2B7g4lwKxbtw6zZ8/GvHnzcPDgQQwZMgSjR49GXl6eYn69Xo/Y2FjMmzcPPXv2VMyzY8cO3HPPPdi+fTuysrKQkpKCESNGoKCgQJavW7duKCwsFLe//vrL7+fXGKjrzR3OAradxCK5crM5i0Ei9uXF73ZllNxq4j7k+wAICC4c3oqCoz8DAMITO6JV665y95lk3+k8S5Dm8fAlpuQ+sU8ikk9GKc0u5oiB5Luk09LYJus1YnjIRryJ50cABoxYJ8MycpecEIsEu2kFnLjjnMYuCa4wd644H4K8m9oN52oknAMMg1bqRAyKnAQ1oxGTG/haqBmtZbRcU7vg7FyI3nKtxiqFaFVoHxeKk5dqcOhCJYZ31bkvRGkWAjHq7d1338WMGTPw0EMPAQAWL16MrVu3YunSpVi4cKFD/rZt2+K9994DACxfvlyxzi+++EL2/aOPPsLXX3+Nn3/+GQ888ICYrlKpAm5FkkL/xHKHnYgRrRGurEhSN5tg9fDEgqTgXpNaTKRWJUWLi+S40dSAE7tXiCIpvtONCE/q6MISJKlXum/deI6x5vHMQsQr1OFYr2vrlWuLE2zX04XFzT4dkmulaGES3XZ2v51TdxwkeRib8HXiihPuJfGTdXEM8J9lyf6Y/b4Ty5JL6469O41hoGF1YKzpZsaMA9Vbsa/qO9SZq5TLAC3SBXet0qNNJADgzwsVAe0HRY5FKDE+bI1rz2AwIDs7GyNGjJCljxgxAnv27PHbedXV1cFoNCIqKkqWnpubi6SkJKSlpeHuu+/GmTNn/NamN1xxT422bds6+C8ZhsHjjz8OAJg+fbrDsYEDB7qp1QVSEeRJLJK9m032woXDy1TmYnMlkCRiShY/pCCe6qtLcGTbf1Fx8RgYVoW0Qfcgpf/tYNQqL9xc3rrSPCnXuH4onrPDtbBdQ4s4k4oxyW/nSjAxEvGl5I6zF8b2FkMlVxzgNm7Jr2JJev9K67DP11ix5MIFZ1+uzlyJBr4W1eYyZFVtQIkh37F/LghkvFBzt93szzUn9GwTAQA4ROOUrkqqqqpkm16vV8xXWloKs9mM+Ph4WXp8fDyKior81p8XXngBrVu3xq233iqmDRgwAKtWrcLWrVvx0UcfoaioCIMGDUJZWZnf2m0sV5zrbf/+/TCbzeL3w4cPY/jw4bjrrrvEtFGjRmHFihXid41GA19QdLVJ3XD2LzsGsrzy8rC9ZAG5RUIoJ31JA7Y6xHrt27elVxSewOndn8FsbIA6OAIdhk5HcEyKbMi/rG3pd0ma7NyVUEp34W1jiGMikaaLadYZt8V0u9FuxH6fkewTWR7Z/EkStxx4a5rlH0sxwSUnHSWnMELOfnSc/VQCbqcRkLrbhPMTXW1o3Ig4V244JTeb1M3lzA3nBE+nDZASporGoMiJOFT9MypMl3CwZiu6BA9Gsq6LY/7mdMG1wBF0gXiuKSG1KBFCAipWKTb8NeotOTlZlv7KK69g/vz5TsvZ//7+vCfeeustrFmzBjt27IBOZ3Pzjh49Wtzv3r07MjIy0K5dO3z66aeYM2eOX9puLFecUIqNjZV9f+ONN9CuXTvcdNNNYppWq/Wbf5MAisP+7WORHGbUlooQqTtGSJMKJKGchwJJKnTsjxOGh9moR0hsW7QfNg3qoHDnwsidUPJUNCnA2L2niPiPNMFNmr0QAiwvQBeiSRbTJAogDwSTUBVjm1aAYRn5HExWKQVhXzF2SXoctkV27eOWPJlvSUhrDrEk4GLaAHk+ZWFjX07HhaJ/xG04Uv0rLhpycbRuN+r4KnQMul68lh7VGQCaM1apuZ9rzuicGAYNx6KizojzZXVoGxPSpO1RPEP6qPO2PADk5+cjPDxcTNdqtYr5Y2JiwHGcg/WouLjYwcrkDW+//TYWLFiAbdu2oUePHi7zhoSEoHv37sjNzfW5XW+54lxvUgwGAz7//HM8+OCDMpW7Y8cOxMXFoWPHjnj44YdRXFzsfSNOXG2iS0VqRZKIJMIAhGPkbjZBDNm7dexGbEljbxxdVPbH5Pkikruiw60PoeOoR6EKCXeIA+I5+XfCwRYnIz0mcZt5M5JNsQwn34d9mkfuO8dr4XC9GDjkkbnlWNs1lsUwib+L9feyxi3ZfkO730hwxbEK94V4XH4PSO8bB3ebxDIJCPeH5Lj1fpR9d+eGU3KzKcUENdYF51DeuQuOZTikhw1F+6C+AIBzDX8it36/87ocuuak3as0VqlZnmtO0Ko4pLe2vEj3n7vs9/opgSU8PFy2ORNKGo0Gffv2RWZmpiw9MzMTgwYN8qkPixYtwr/+9S9s2bIF/fr1c5tfr9fj2LFjSEwM3CSoV5xFScq3336LiooKTJ8+XUwbPXo07rrrLqSmpuLs2bN46aWXcPPNNyM7O9vpTQFYfgypv7aqqgqARAQB8peh7GUmz2dvRXLmZhNe1PJ6AOnLWqzP/pi1PjNvRv7+75CQPhSasCiAAcJSOovl7K1Hbq1KkveL4gg3N+8fS0HHXYY4Jiq53sSJIR2sRUr7DJRcbja3mzyPUDcjnBuxNSiMknPmjlMaHSe64gDRuuTOFSdb/kTibpONiGtKy5KAP0bCeeiCE8q1C+mLIDYMufV/IFnbRTl/Y61KTeyCY4T7pBnx13PN2TPNHdenReNAXgX2n7uMu/oluy9AaXICMeHknDlzMHXqVPTr1w8ZGRn48MMPkZeXh1mzZgEA5s6di4KCAqxatUosk5OTAwCoqalBSUkJcnJyoNFo0LVrVwAWd9tLL72E1atXo23btqLFKjQ0FKGhlmVznn32WYwbNw4pKSkoLi7G66+/jqqqKkybNs3r8/eVK1ooffLJJxg9ejSSkpLEtClTpoj76enp6NevH1JTU/Hjjz9i4sSJTutauHAhXn31VccDDoKFcepqcxqLZCeQAIk1o7ECSSKszCY9Tu1YieqLJ1F96TS6THgGDMs6CDNpXeI+5HVJv9vv+/D/UzKhttAYZJ8WrWIndCTHGSJ51xGFPPbuOYnLzaaKIBdVUpccrL+JoKKcuONEsWV1x0nLMoTIXXFE4m6DpV7CMC1DLMnEkBux5AkeuuAEkrQdLPMsiYvrsjDxevlM3gp1BnLIfnOH6fjrueb0meaG69Na4YOdwP5z5Y3vPKVp8JfvrRFMmTIFZWVleO2111BYWIj09HRs2rQJqampACwTTNrPqdS7d29xPzs7G6tXr0ZqairOnTsHwDKBpcFgwKRJk2TlpLFSFy5cwD333IPS0lLExsZi4MCB2Lt3r9huILhihdL58+exbds2rF+/3mW+xMREpKamuvVvzp07VxYoVlVVZQl8cxaPJIgcQCaSHASSeJyRWZEUBRLkZR0/bULLqK9F7raPUVeaB1alQeuM8YCKVbQ6Eft+QN43wFE8ydLgeMwtRPahGMwtpBMw4oPAlXByKppkaXJBJFqoXAkmax8YWOKXpOvKiUujwM66JF1wV2Jd8iRuySHI219iyRmuxJJ9HinezK9kbyWyr5dlwPG2x84lwzkcq/0N/cJGI5SLdH4OSu0q9dOxkOtr08ICu/35XHP6THND39QoMAxwtrQWxdUNiAuj8ykFHB8tSt7+tfvYY4/hscceUzy2cuVKx2bc/DEjCCZXrF271pOuNStXrFBasWIF4uLiMHbsWJf5ysrKkJ+f79a/qdVqFU3Yzka1uXW12YkbV4Ha9uWcCSThu6G2Erk/LUNDxSVw2mC0G/UwQuJTXAR52/pqL5zE/ku+u7Umufo/p/D/RBQr9sdFYWRLdyqcnIkm+zqkViYFwSTKFkZ+XFZGyR0HuVhyGBlnL5YA0RVnC+S2iSVZkDfgkViC2G8FsaRwTLQqKeFBeQCeiyVZ3c5dcJY6LW0SQnCu4RD0pA77q39E/7AxCOVayfJca/jzuebsmeaOiCA1OieE41hhFfafLcfYHnSBXMq1TcuNaHQBz/NYsWIFpk2bBpXKpvVqamrw7LPPIisrC+fOncOOHTswbtw4xMTE4I477vCuMfvAWzvhQjhGPnGkO5Fk/e4YnGyfrnysvqYUJzb9Fw0Vl6AOiUDH259AcEKKLEjaYfJITnrMti8L3JYtA2IXjK1w3Gm6i7p4hbywK2PfJoTroDThpSyPs035+roWqNbfyW6JGEjqFMtJA73F31c+55LTIG/A7hjjMsDb5TxLTo41W3C3q0kjnfiuGIZB79CRCOOiYSAN+L16E6pNrgOIr+bA7mZ9rrlhQFoUAOD3s4Gbu4ZiQ5iZ25eN4j0t4wnRSLZt24a8vDw8+OCDsnSO4/DXX39h/Pjx6NixI6ZNm4aOHTsiKysLYWFh3jXmJGjbwYpkfRlD+nJ2WIvNe4EkbPl7voGhphzaiFh0mPAEtNHxDuUUR5NZv9uPbnMmnGQCxoWgUhIuzso5jKxjHdu37zvP2R2znqPSLOHeCCbnxxinQtdBZLkbFWfvvnUmliT3XKPFklKaJ2JJbNNFfZ4im9TS7tFiX5c1r4bVoV/YGIRzMTCSBuyv2YQqU5ljfdcAzfpcc4MglLLOUKHUEvBtVm4f3XaUK9P1NmLECEWzf1BQELZu3erXtsSZteFCJHliRVJ6wUrTWWd5Ias/5ZZ7UbB7A5KG3AF1SBh4h5e30G/I0+GYxyEvJHnt8eb/GVH+aj/STepWI0R+XBqXJB4T0xkoBXBL3XKOm3IZh2O84Kazi11y4YqzBIM7ccU5GREn6AmLC0/4EVy74WTp4txM8D24W8CXeCVZPSxcuuCsCGIpu3ozKs0l2F+zCf1CRyNCFdO4wO4rPFapOZ9r7shoFw2WAU5eqkFRZQMSImicEuXa5Yq0KDUrVrHjk0jyxKohdefZH4NZ3FeFhCF11ANQhYbbuYMkmzs3mcSaJFp0pP12UcbrjVWoX8FqpDSHk9yiJN9kFjwvLUyKQlYpr7euOIllCbC1IYtZk6U7sSC5siwBbudYst3TTo7LLEJK9bOOx+GDC06SV81q0TdsDCK5OJiIAYWG087roTQ5kcEacZbuXbklge0MxfqA9nGjeA0VSm6QiR0hHkn6knXxIrWJIMitSK7cPlJRwQImYz1Obvwvyk7+LssvuKh4F6LEXtw4nTTSE6Gj8lEoCX2wr0ehP9JzkroAlc5VniaJZbK7jk4Fk4Mokv8uirFLjXHFKYklWdyScIxxnJgS8Fws2YsdBbcZ8UTEuItX8gQvXHAAoGY16Bs+Gh2D+qNT0PXK9YnVOOnTVRCr1FK4sUMMAGBXbmmAe0KhMUqBhT4Z3OGtFUkURQrWDtkx+xc3xBe7yazH6S0fo64kH4V7f4TJpHcQPe4sSlJxZBN8jiJEeSPixnuxEdmmIJDciTzWrv9OLUpKaY5xTPZ5baJVSdjCamWz/+38IJYgvY8aaVmylrXlVUh3YRnyOl5JPOaBVckee7HkAhWjQZquh1gfITyMvPLCnXQdsqZlSEfLsiq7T5WCvwZHIFIoAldkjFJz0liRJHfl2FmRHF6csMtv+27mTTi7dQXqis6B0wah7YSZYIN0jrFHSnUI7w9JmsN3RnJ+1qAgWV7Y5YFjuvIFk+/a5k8i4jFxbkMhLkjILIlVUoovEuuTphG7NN62LyyKSwgs8Tn2MUwO7VjieAgrT2fEYf7Wa203jQDMynFL9pNTymOWYLk/JHMteTR1gPCdYeB6gV3Gei38FK8kPebNrN1KdQo4meHbTEz4q3Yn6vka9A8bAxXx8HF1hccqtRR6JUciVKvC5VoDjlysQvc2EYHu0rWL9NnobXmK11CLkjs8EEnK8S6NsCLZWTt4huDCr1+j5kIuWLUWbcc/DF18a1s+e5eTYjt29dpZiuRWH/vjkLva7K1VrlxZdscVXYMKVitpX5xauhTqdbAoKeS1uUclaQwcv9tZAOUxYy5ccVZ3q1eWJdjyy9xwsnQ7C5LUGsQ6SRdwF6/kLJ8/XHCyso181DAs9Hw9LpuKUGUuRU7Nz+AVAsOpVanpUHMsMtpFAwB2nvT/unIUz6Gj3gILFUpucCmSJC9IRXeNTLRYX8D2L2gHscGgOGc7yo/vBxgGyWOnIah1W7lAkpRTXHjWiSBxEEYSMeQsfkkUOipi2RxcagqbmNeubqVPh9gnAl7lRsRxtmvtVDDap3FyEeTSdWl1dTkXUtI0R8EM8bf3MWZJQBBBSqIIkP8v9iS4G3B0wSnhqwvOy8BugWAuDH1Ch4ODCmWmAhxp2O18hJ2r/rlrm+KUYZ3iAACZx6hQoly7UKHkFkeRJL6EncQjOYxeU3rpOhFJdcXnUZS1CQCQOHQCwq7r7PhilwomQbB5Ko4UBYREDHE2QcTLvkvKqlxssnyuBJUTkacknKTn4MJy5NYCJlqgXIw+lFmblH5LiMJG+vs6xC2JdflmWbK5UeViSZYGuA/uhl05KIglV1YnpWONDX72wqoUqYpDz9BhYMDgouEUcvXZCl3zs/ChQd0it3axCKVD+RUormoIcG+ucZxOeeLBRvEJ+kRwg0wkWUe2KcUZEemLUPbCZexevkqbbdScLjEFcYNGIarXDYjqM0T+ghfEhdCOkujxRBxJ8soEkUSoiKPTVEqWIk+sSXKRZavPiYhSEffWMdbxvFwGszsIJHtLkutgb9lvw9r/tva/t4JYYuzyejB1AADnYkk45kwUQZIuHIOlXWdiyK1Y8tQF10RWJQCIVaega/ANAICz+j89nzqAWpV8Ji5ch57JkQCAbdSqFDCo6y2w0GBud8isRXB0t9hZGKQuGoeAbdlxW73yNAaxGcNBQGQuJsLa+qNUHxhi912+LwZtS4/D7pjkfMV9AES6oq0n/9+k2QljSRBiuWVB1IxdgLYt4FoMmJb+RcRCDFAWg7gZST5JILc1qtoySSSxVMfwsK07Z7kUtkkrrR1keOt1FeoT9xlL8LQsnZFMMAmAtQWDSyentHz3JMDb+k04XwaQLqQrrhlnvRbixJOwXgdXwd1CHmdB264Qgq2VyjU2sNvdorn2WPO30XZEHV+Fsw2HcLQ+C7HqZKgYjaQaxnO3nCfQoG6REV3jcSi/AplHi3DvgJRAd+fahAZzBxRqUXKHJyLJmcvGqUtHbqkw8wYUZv0I3qwXLSGwH9pub0HiBAuJgvVIZl1xNkTfZv0BRwD7OCSJxQcsrHmI5WUsbJzdZp8ubd+uXnAArG077Z8rl5vd+TssuWL9fRRjkcSy0mPOg70Vf1epgJaIUX9YlkQXnBSlOZYglJdacKT3roJlR8Hi5LMLrrG4csG5sEB10PVBkqY9+oSNkIkkl1A3ms8M7xoPAPjtdBlq9aYA94ZCaX6oRckN9iJJbrVRCNqW5rE7Js0jBPwSFij4eT0qjvyO+uJ8pE6Z5ViWgS1AWCxHZPU6WI9YomBZIjaLEQOLpUhmQVKyKjXSmiS7eNay0ikArJ+yP/6tfy3ZLz1CCANGGOIuWo0kFiRGkpexWGIYnhGtR+InK8nP2/qhaF2STGPAEFiMHzILk3wKAUv9jHWfiJYloWKfLEvWowQ2y5Fs2gB7C5JwzaXWJkHQiFMGKFuX3E4ZoDTcXzzWSKuSPR5alRiGRfeQmyxpCnU12qrkrl1qVQIAdIgLRWp0MM6X1eHXkyUY3T0x0F26BpE+lL0tT/EW+ueWG5yJJOnINmlQr4NIUoh5kaZVnMhGxZHfATCIybjFZumQ1iuzIsktKHJLiZJ1xppfsBappFYdhU1FREsPVDzAETAq68YRMCre/cYJeeX1iPVK00QLlbz/4GCxNtkHkruxMjkEfivEPSktzqtk6ZNaoqS/qf0IRiV3q81la7t/ZAK7MZYlMd3OGuQquBtQjleS7ntrFXI3Cs6jOryzKknzVJsvI09/zIO89DHnCwzDYITVqrT5cFGAe3ONQvywUbyGWpTc4UQkKcUaKcYjsXZlJOkNlSW4+PPXAICYQcMRnNbBSUA4IItBkvUFoqXIdtxmKZLuW87H+p21sx4xxPL+k1iVGKmFSSju0buVyCeVBGzBhAQQLExECB4iAGT7kFmWxLAWAqvlw5qfhc3CJPm9LFYWYgkqllqeeOsxzmIJEvsjKSf0mUjjgQgcPkVLEk+ULU6AsmWJJSA8bDakxlqWWFjyi/1mLNZDJ/FK4nd7y45C7JJPViUnaf6ehFKg3lyNfTU/wAwTgthQxKqTlet1R2Pjta5RxvZIwke7ziLz6CXUGUwI1tBXB+Xagf6p5Qa/iSQ7y5KZN+HCj5+BN+gR1OY6RN843GZFkk0FQKxWJCiM5rJYYxysR5IYJLCwWW1UvMxiZLEUWaxArMQaxKqI5TtHwHIELEvAcTw4jgfL8mA5s+uN5W35hTpU1n2hTU6wPFk+Fa1b0jgnlTMrk8SCJL1+nN21E6+n5Lexs8g57jMuflP5by91cfpiWXKJxLKkFMekFK/kdsoAZ6PgnOHp3Eqe0NjpAiQEcWFI0rQHAPxZZ5m929ItJ/331qpErVEAgJ5tIpAcFYR6oxm/HKej35odalEKKPQp4AZvRJIrV5vwsr60+0c0XLoATheMpAn3g+E4h2BtniPyF7+Di00Ydm8TEjK3mqI4kgsjQRSxnEQMcWZwHA+VygxOZYZKbQan4sGpeKjUZqhUvOtNkp+z1iHUK9QtiiercBKFmoq3uOxEd53NRSd3zSm7GO1FkcO0AlJ3m50wde6KUxBTTu4BBwuiojXRuVjyOrjb3y44TwK7lepUSPN6ugCH4/LHVefggQjnYmCCAYfrdnk/6o1OFeAWhmEwrkcSAOD7QxcD3JtrEML4vlG8hgold3ghkmz7CiKJBUz6WlQes0yclzDuHqgiIx2tSNKRXNIXt504EEesiWWIPN6Is8UWyaxEVmEkCBdOZQbLWcWQyiqSONt+YzZBZFk2aR2WfVFASdqXCSfB2iSIJPv4JlYuCBUFkyBYZCLTTkh5vNmEjizurBGWJXuxJA+yl04s6UYsCekO9ykjtyBJ0mTfBXwZBefFjN1O8SFWiWU49Ai5CSw4XDYXIs9wzNostSo1BeN6WoTS9hMlqG4wBrg3FErzQR3NbpC/oJxbERzcM4qTFFo+2ZAQtJ3xDGpOHUFop252L22iMMINtlFskjzyGCSJm42BJcaFIdZPwchALHFHjMWdJk0T9gFrGgBW8l36KSB9j9mHnggxScInL3y3plk2pX2AMCyIZSgbCE8sdfCM5VyF+Yx4i9Ig1lgcRrhOPGO7HkKMEmATJ7xwvaz5eNhGxjHWfaEIgcRiLdRlbY+1fQXgELMk1iONWWJso99AHBfStYxW8yJeSRpPxUK+eK40rRGj4DzGw3L+HgEnEMJFoqOuP4437MXJhv2IUbVGCBfhef8pHtM5IQzt40JxqrgGmUcvYWKfNoHu0jWD5fnoW3mK99A/ldwhmQLAnUiyd9c4pEusQ+rwCET2G+QQT+O4yKvEQiJakRQsSHbWI4YTrDNE4vayWYwEN5tKZYaK46HmzLJNozJDbd00CptObYJGZdss3x3z2dchbUNlZ3my9InYrE2sLcZJHE0nszLxDiPm5BYmeYySvXUJ9r+LKEolv63DvmRKCKn7zpmVUbQaCW1YRTdn2xdik1yOhHO4LwWLk/L8SsK92ygXnASvZuwWaEarEgCk6LoiWpUEHmacNxyxNutBu7I+NDL/NQjDMLith2VqAOp+a2ZojFJAoRYlNzRGJInHlY6xQNXpwyAAwjql2718ify71Iok1kUgtyYpWJBYiwVJZiliLZ+s3ScDgGN5S5o1P2stI1qSYLMqsRJrkr1lyeGa2VmRpNYk3mpBsn1CtCrxrCSdtw7BJ7Ds86zlOvHCyDEGRLQeCZUz4mg3IliUGFgsOgysVihI3F7WkXG8rQpx1m2rtQmS6sX5loQU4btQBk4sS9bvjLUywVok3RfmR7IfCSc+4KzWMtGqpPQnoihivBgFJ01v6VYlhXrTg4ag0HgGbTXdXGemcyP5xLieSVi8LRe/5paipFqP2DBtoLtEoTQ5VCi5g7Ft9taCxogkY0MtCjd9CXNdDRLvnIqw7r0dLRuClcIqkJy62SRzDykKJJYXXWssy9s+IRdHtn2bq00QS5B8BwAWyu43Z4hiCYxMMAkiiSeMg3Ay87Z1icysTTCxLAOeJ+B5i4WEJxKBZBUFosuNt1lwGNGaw1hFglWWWIWNRe4QiCYdoU7JpJTS20BejhHdeKI3yPr7ycSStVtgLCLH5paziBdx2gBG6IlNLMFMQBgvpgwA3LvgrH1ytbyJV9MFiO1LBIknwsd+aRNZXXbtKOTVsSFI03Z33YY76FQBbmkXG4peyZHIya/AxpwCPDTkukB36drA14BsGsztE1QouUMQPIzzwG0HkaTgxrn0y3cw19VAExuPkC7dGyWSCOcokIT4I8umLJBYlohih2V5B3HE2VmRWIaAhfw7AAexZElTfqnxxOZGsRdJgigSjpl4Vi6cOMDMs+AJA9YqmsyMpVWeZ8HzFuHEEAaEsVigpFYlMZiat/xwStYlMXZJEDZiGqyzZlt/diFuSX4rOIol+5gl4Thvu09saVaxJIony3EhLyy1iRYjQQ82Ol4JkL/wGXmabC04y4/pfm4ld/jbqtRYJHWZiQkXDCeRrOlsux6yvNSq5AuT+rZBTn4FvvrjAmbckNZ4Nyel0VhDS30qT/EeKpTcIAzZdm5FUhBJMuED1Jw7gaq/9gNgEH/7FDAalRh35NTVJhNJEjcb61wgSd1rLENEUcSxln2pOBK+S4WRirW8PFgQsAzvViw5g5e8nAQRZNtnRQGltrrazIQV85kZYvm0WpTMPLFYmhgCM8vYBBOjIJisG+EBmOHcuiRMuskLUkP8tQWnGAAfxZLFRGdb7sSaxsDSPoHdcbvgboulym4yysa6wzxxwQGO1iElseOrVamx2PfBA6uS5VQI9tduQqW5FAQEqZqu3rVPccq4nkl47YejOHGpGocLqtC9TUSgu3T1Q+Bg5W50eYrXXHFCaf78+Xj11VdlafHx8SgqskytTwjBq6++ig8//BDl5eUYMGAA3n//fXTr5iZ2wQkOy5I4CCYFS5JEJJmNehRt+goAEDlgMHRtU+VWI6EeYdg7K/8EQ8Qh8YydUGKtViWLSOJlAkkQR4xVHKms+yqWBwuJUGIIVIzZZlGyiiebQOLBKVqUlP/n8RKLEQCYRZFkFUOwWZAE4WSSCiWWtbrhrJ8sDzPPwsyz1sFujoLJYmFhrdfe8hInDAOYGUXrkv14M8D2mzZKLAluN6lYYiT5JTN1y61LjiPhZLFLBKKrThRL1q42ehQcFCxIQporF5xk3y9WJUmaU6uSK/ebJ1hnbW+t6YjK+lKcbjiARHUaNEyQ53UEyP3W3M81X4gIUmNktwR8f+givsrOp0KJElDmzJnT6DL//Oc/ERUV5XH+K04oAUC3bt2wbds28TvHceL+W2+9hXfffRcrV65Ex44d8frrr2P48OE4ceIEwsLCGt+YVBTZWZQcYpLs3G2EBUp2b4Wx8jJUEZGIHj5aNqJN0dVmnSBRdLVxjlYkluXdCiSO5WXWIxVjE0oqhhctRoJwsogkaxm774BNJEldblKxJAgk23eLWuDBKIolM2Fg4jmZcBK+m3gWZoaV7BOYWd4qoAhYnnEQTGYzQAThJLrUAGKG6I4TXXOAzBUnjVsCYAvyFjSUM7FkOUGrOLLZphzcblZLjphurUB0v7mLV5LkU3TBEUmHRCuUtfNSCxJsffE4sBt2ZQNpVXI4riys2qg74oLhJKrMpTjZsB/pQTf6t19NRLM+13zkrr5t8P2hi9iYcxHzxnaBVsW5L0TxHhqj5JTFixcjIyMDGo3Go/y7d+/GE088cfULJZVKhYSEBId0QggWL16MefPmYeLEiQCATz/9FPHx8Vi9ejVmzpzZ6LbEUW8SK5F0mLeDO07iejNUl6P8918BAHG3TwITpFMe7cbBqauNsRNKrMTNJggljiFQcbxMIAkWIxVjSRMEkYo1y/alwkjNmmVuNwDgwMPe/cbB+QvGLJlxQup2M4OF1PVmJgx41gwTYS37hIXJKoZMDAsTy4EnDDiGhZllLYKJZ60CjoWZscT8mGGxUDAMAc+zgFnBumRmRbEEQWoIAsXyK1teymbIgrwJbxFMrNVS4VQsQRJnJLEoyQUTI/6ujFU8eRSvJBM/TlxwguWHceKeY+EY2I0r0KrkYUwTw7DoqsvA3trvcdF4Gq3VHdFK5fi8aGk053PNVwa3j0FihA6FlQ3YdrQYY63TBlCaCOp6c8mGDRsQFxfnUV5v/rC4IoVSbm4ukpKSoNVqMWDAACxYsADXXXcdzp49i6KiIowYMULMq9VqcdNNN2HPnj0uHyh6vR56vV78XlVVBcDOSiRYjRhGLprsRZJ14yIjkXTPg6g7cwLBnbuI65HZ1nATytlm4paNaON4p1YkjrNafyRWJDVrE0Ucw8usR8K+II6EdLXEuiSIIuk+x/CiNYljbDFMzrC53FiH7zxhJIKJgZFwonAy8pw1jYWJ4cDDDBNv2TcRVi6YrBYmi0vOEsNkYljrqD/rCDkza7MugbcJWwB8fQOMFy7BVFiCkOv7geU4MCAo++FH1B46BN6gB9HrQUwmSwGWBcOySHvkeWgiowEAlUezUXPqKNRhraCJiIEuIhba8FiodaFgrepH+K1tgomxTXgpBHcL1h0n8Uo+u+AAuWCRTCFwVViVHNqy9CNCFWuxLBlP4ljDXgwMuR2sp2vLBcj95u/nmrNnmj/gWAYT+7TG+9tP46vsfCqUKAFjxYoViIjw3P27bNkyxMfHN6qNK04oDRgwAKtWrULHjh1x6dIlvP766xg0aBCOHDki+vPtL0J8fDzOnz/vst6FCxc6xAgAsFkJRKuRG5EkycuwDEI6d0FwVxciSTLRpCiSOKsFibPFIrGczZIkWo5YAhVnFmOQBBebIJZUjFkmkNQyoWSJS1JbPznwokVJEEeiMGJ4cAquN04imMx2o4t4woppPGEtQgmM7FNLTFaxxEDFWESTirAwMbxFPDEcTCzvUjAZGQKGYS0WJYZYBRNj0QNmBmaDGfrcAtQfOwfD6Qsw5BfBXFYh9lPXrROYsAgIJidT+WXHe4DnQXge4BjR8lNXlIfK4wcdsnK6EATHJaPNDROhC412mDZAvJ+s95YsuNs+Xkkc+ebCBefJn4pKgd2AZ9MFSPY9tipJ23VhVXJerhFWJRd5O+j64ZLpPGr4cuQbjiNVaxfY3YLcb03xXHP6TPMTk/om4/3tp7HzZAkulNehTavgJmvrmodalJwybdq0RuW/9957G93GFSeURo8eLe53794dGRkZaNeuHT799FMMHDgQAByGqxJC3A5hnTt3riworKqqCsnJyXaCyAORxAI8y4NvqAcbGiy61hxEkriWm0I8kiCQWMuINo5ztCKpOZubTc2ZZQJJw5pEgaRmzeKn4G5TS0QSx/CW71ZhZDlmEUaCKJK636RuN04imgQLEmBzv8ndbhbhJP00Ek4UTkaeg5Fw0BIGRpaDiXBQMTxMhHUpmFgzB5M1XslkBgAeJtisS6VfbEblT787/N5cqwioE+NAeJMlLowhCLtpMIJ69gCn0oLVaMGpNICZACYeMBFwIeEWdxgPhHXpCXVYKxgrymC4XApDeQmM1eUwN9SiOu84WF2QReSwQOnJ/TBUlSEisRNCo1PAsqxH8UquXHDig8/q1vM0sBuAzapkb2nyl1VJqYyCKGnqqQI0rA4dtH1RYspHnDrZP3U3EU3xXHP2TPMXaTEhGNw+Gr+dKsPa3/Px7MhOfqubYgcVSgHlihNK9oSEhKB79+7Izc3FhAkTAABFRUVITLSZgouLi92a2rRaLbRahVlmGfkmxitJ0yQiCSxQfTQHxT98jajhoxEx6Ab3IkkikMBal+yQWJGE5TxUdlYkNWcW3WwaziyzIGk5k0QoycWRWhBLIFCzJnAgEoFkc8NZLEu2gG5BJDmbQ0lACOQ2wxp/ZBVOZsLCDFZ0uZlhc78ZGYtoMhIOKsLDxJuhYlwLJgPPWWOqGFQcL0XxL8dwOesUUp+/A5q0NmAYBsHdklHz+1HoOreFtlMqNMmJULVOBKsLsbiezJaXNQMGXGwrqKKiLAHaZktckrAJaYLxIjjlOoS0uc52jAeIwQR98UXoyy6BCwoB4S3urbITe1F76RyKcjKh0oWiVWoPRKf2QlhMW7BgncYriS44ApkLztlElE4tNRJ32xVjVfIlv4Q2mk5I1nYGAJsoa+I2/YE/nmtOn2l+5L4BqRahtD8fT93SARqVh+5NCsVPREVF4eTJk4iJifEof0pKCnbt2oXU1FSP27jihZJer8exY8cwZMgQpKWlISEhAZmZmejduzcAwGAwYOfOnXjzzTe9ql9xhJu9VUkiksxmI0q3/Qi+oQG8vsGW3wORZIlJgnWNM4lIYqziiLWIIyEWSc3ahJHGKoxUrBla1iwTSCrWYikSN4k4UjMmm+uNMVkCwcGLViVBLAE2CxLn4s8TqQvOYi1irQJJsCbZxJOBqKxxSSq5aCIcjCwnWpmMLAcTz0HPqGSCyVhai4s/nULepmOoOVMmtlu97wQSOyTCZGbRakhnhN/QDYRwMJsto+QIz4CYeRCwAAhgtlj95A4tazCQFYtjjoCVOrsIJMHfAKNRISgpBcHxKbIJLWO6ZEAdEonqgpMwNdSg5MQelJzYA3VwBGKvux5tuo0Ay7hwwUlGwSlNRCl0SHDTOViV7H4ucboAoHmtSgr4JajbRV63VpgW5H6T0tTPNX8xvGs8YsO0KKnWI/PoJRqr1FTQUW9OqaiowObNmz2OUyorK4PZbG5UG1ecUHr22Wcxbtw4pKSkoLi4GK+//jqqqqowbdo0MAyD2bNnY8GCBejQoQM6dOiABQsWIDg42Cu/JABb8La9VUnqehMsRixQnrULpopycOERCB9yo3uRJMYjWRZ9FeKROKtQUrG8OKJNZd0sYsns4GbTsiarUDI5FUjS71JxpGZMojAS9lmrVQmAzBVn+a78crG53SwKwizGJbGyfQPhoCNG0cIkFU1GYhVIjPWTt+yzDA8T4WCsqMMf72Xj/E9nwJusVi41h9gb2iFqSCdE9L0OPGf5j8AwFgsIzwvj/3nrmQFikLel4x6JJcH6BALJvEiwDdEXRLOtBFp17oeojv1ATGbUXMhF+emDqMg7DGNdJeoqLloCta3lXbngQKxiSBrYDavw8TSw2366AKDRViWvCUBQt0A9X4PTDQehYrTopOvvXR+akOZ+rvkLNcfi7v7J+O8vp/D53vNUKDURdGZu1zQ2TqmxXHFC6cKFC7jnnntQWlqK2NhYDBw4EHv37hXNaM899xzq6+vx2GOPiROz/fTTT17PNeI0LomRfxIWMBsbUL77ZwBA9KgxYHUayRQATkSSMLKNsw3956xCSepqE6xIGtYsxiQJViTBzWYvlNSMGTrWKBFHJllckpoxQcOYwYIXP4VjHOQB3ByIzJLkbsJJMyPEJ9nikoRYJQPhoGME15tKdLkZCAcjMVuFkqNgUjNm6HkVEEpQmJUP3sQjqksMUsd0QsItncCGBsNgtggrM29xNRrNnLUfYs/BMxZ1I7yyxTORiiVii+8hQjARK2QmVreY9atkDiZAYmEigsi2utU4DmEpnRHepjNSDEZU5h2FNjhSnBZAX1+J3D2foXWnYYiK72oLJRLcbIzzwG6vYhC8jFVyugaceIntrEr+cL/Z0wirEgDUmitRYMwFCw6pmq7QsSHu22hG91tzP9f8yT3Xp+D97aeQdaYMp4pr0D4uNNBdolxD8M1gEb7iHMpr167FxYsXYTAYUFBQgG+++QZdu9pGszAMg/nz56OwsBANDQ3YuXMn0tPTvW/QLi5J6noD5MKpIjsLfH091DGxCOnTxyKSOMjcbw6WJIlI4ji5SFJxPDQqE9RWK5KWM0GrMkHDmqBTGaHjjAgSNwOCOAOCWcnG6a37enELYfUIYxsQxtYjnG1AMKO3fLKWzzC2ASGMASGMEcGsEWGsAWGMEWGsEcGsCWGsZT+MMTlsIYzkOGtEMGOyljUgjDUgnNFL2qlHCGOwfFr7Fs41IIyrR5j1M5RrQCjXgLIjJdi28CB0jB5BnBFhIQTDXuyHiStHYsKnY9F9ckeER3KW68KZoOVMootSw5mhUZmtrktevL6Ca1MInBd+EzDWqRqsE3/K5riysyQKv6tULCvfK/KJScEArFqNqLSeCI1NEcsUntiJmrLzOLFnJf7c/h7KCo+AF5ZbkdyLACyB3YKVExCnrLDMSm75hGANZaVpVuFvHwRsn+bJvsP/FQ/M+6zjI0fuCpO25b/HU7QqCa24BPAw44z+kNs+NTfN/lzzI0mRQbi5syVWavW+vAD35iqF+GHzgiVLliAtLQ06nQ59+/bFrl27nOYtLCzEvffei06dOoFlWcyePVsxn3Bva7VadO3aFRs2bPCp3eYg8E+IFo79bNtS4SR1u5nNBlT8thMAEDFsGKCWvByFKQCcuduciCThZa9VmaBmzZaXvlUMBHFGaFmzRSSxBgRxRgRzBuumRzBnEURSgRTCGhDG1Vv3baIlmNVbRYxRFEWiGGLNCGN5hDHEsrGMZxtDEMbyCGF5Sx2MySK0JMJJEGVS0SbtW3VeJT6d/Sf+c/c+7F2Th9Pb8kUR2GN4PNr2DEcQZ4CGtVwPHWeChjNBw1pFpVUwqayjBFWcxRrnkViSzJIutQjarItEHp/G2O4FJdGkNCDA3q2blH4rkrrcDFalRW1FAY7v/RSHd3+A6qqLsnmgRDEk3qMSUdRYBPFknyYgEy62fSKke9qmUr7G9rex+SV9ZxgG7XV9AAAFxpOo46sbVxfFJfcNTAEAfJ2djwZj4+I/KC2TdevWYfbs2Zg3bx4OHjyIIUOGYPTo0cjLUxbDer0esbGxmDdvHnr27KmYJysrC1OmTMHUqVNx6NAhTJ06FZMnT8a+ffu8brc5YEijhoJcO1RVVSEiIgJdZy0AK8yozTlaE4SXaO3pE7j46UfgwsORPPdFQMuJ1gjxJWsfuG0vkljeIWhbiEfSsGabCJC42IRNcLNpra42HWMUXWsW95sJapihkbjgNLBOOAkCDWMZm6ZmAA4AxzCWLoMByzDgrG9p1qqtOYWXlllyK/HgYQYBT4jl03rculYtjARW1xsLo2QEnAEcahsYfLGkAl99UAqT0TKL9sDb4zD6yTSEJIXBSDjoeTWMhEMDr4aeV8HAq2DkOeh5DgZeBYPZ8mk0W0bHmXkWBrPl02S2zsNktmy82bIMCjFbZ/G2joYDz4CxrhfHmBkwZusnARjribDicYv7TDgmGy0nbGYiH0lHJMd4IpY31dei6PhOFObuAm82AmCQ2DYD16WPB2v965AhljKwxioxPLGmW2OQiDWGiUjTpWmWfIywL/x20jRY8/J2362f4ug3hWOWupylS0zl0pnC7cuJB5Tzu82rcPyP2q0oMxUgSd0e6UFDJPmcm+9NvB6/1K1FZWUlwsPDneZr6QjPtKY4D54nuHHRdlwor8eiST1wV7+WPR2DNzTl9XPXZuqbr4PV6byuh29owPnn/9movg8YMAB9+vTB0qVLxbQuXbpgwoQJWLhwocuyQ4cORa9evbB48WJZ+pQpU1BVVYXNmzeLaaNGjUKrVq2wZs0an9ttKq64GKXmRupucbAMSERTUKdOaPPM8zBVlYPRcOKM24IVQphM0p1IUnO2gG0hHkkI2BZEkpazuN+0rMkijhgT1KwJOsYELWuEhjFZhZIZOtYgE0g6a6C2lrFOMQAiiiO1VRCpGRYsWKtYYi0zTQPg3LlC7LSTmfDgGWIRTYSAZyziyUh48AxgIAQ8Y4aRmGEgLIwMj4O7avHmPy8j/5xlVuzeQ0Ix9YXWSOwYigaeQQMxwEg4cCAwEsv0AJZ4Kh4s1GLbtvXqCBgzgZGxxCoZnUY1SgK8wYrmasJZo4BE8zWxiChhtJs0uNtS3GantYbn2O4XMarJcrkkI+PEPABUuhAk9xiN+HYDkXdoE0ov5IBVqa0uKiLWLQR2O0wX0Fg7u7tYJaXvQOOnChBwF9TtzzmV7Giv7Y0yUwEKjWfQXtsXOjbYsz5RXMKyDO4dkIK3tpzAF/vyrkqhdDVgPzu7sykkDAYDsrOz8cILL8jSR4wYgT179njdflZWFp5++mlZ2siRI0VB1VTt+goVSu6QCCSpq8W22Ra11cTHQp0UY7U8EVtckjDbtv0UAKxnIklwuWlFK5JRtCTZW5EE65GOMULHGGUCSc3wUIOHhuGhZgA1LOJIzbBWgcSBBQs1458FLjmGhaUmThRRZsLDxJhhJgRGxgyeWGbXNhAedQYz3p1fhvxzZsTEsfj7yzEYPCYMesLCCD04EGiIGQ1EDQ48jERlXbjXtvSKZTkWFQxeDfOwE0uAZZ4l1mKJEdeGE0STfXA3gXifMAS20W/WdMZeFMm+M7As0Gv7rglphQ4D70NC8SCEhCeIwdv62jKwrBpaTRik0wW4moTS0l+LqHI5rxLguGact1MFODuuVNZTfBz9FqmKQyQXhwpzMS4YjovuOIrvTO6XjH9nnkROfgUOF1QivXVEoLt09eCn6QHsJxx95ZVXMH/+fIfspaWlMJvNirPBCzPFe0NRUZHLOpuqXV+hQskNMmFkF5dkmfeGh7G8HKqYaFvciiCSWKuPhLVt9iKJFeZE8kAkBXEGlwJJSShZjptFgaRlAA3DQC2xHKkZzm/iyB0W8WSdOsAqmozE2j8twX//G4l16+rxxLNhUIepYSRGaAlvEUcsgYFwYIllbicjMYMl1lnEhTmfhLXqPBBKPAFYYhFChBAQwoMRrUlEYkViZILI4qqyTj4piCVRNFlcb4JYEuOWAMdRcErxS7DtC+XDY9MsTfMEMPM4nrMG9TWl6NxjCqJiO3lkVRLEDxHqVYJhHKcP8GWqgEau/9aUC+VKuU7bE5XmUrRReziTtDexX9cgMaFajEpPxPeHLuKLfXlYOLF7oLt09SA+i3woDyA/P1/menM3Iak3q1y4w5M6G9uuJ+sYqlQqBAd7t8wOFUpusJ8KwD6Yt/bkcRStWo6wAQMQPWWSfISbJECY4SwzbguTSdoHbiuJJGEEl0YSi6RlTQhmDVBbP5XEkSCaNOChZcyKAknNcFCBc+9Oa0JYMFj2cS0IAR57OAxGYkZGDxb9umvQQAiMxAQjw6CB8GAJDzUxWQSTVRwZidm6b50gU8F1InXBOeBw97OwRFdZPi2lLVg0i/VFbhVLtkVnYZEnxOqCsxUXjzOCpQkWqxBDiKNVSRx2L6RJZuy2iiajvha82QiTsQ6Hs1cg+bphSGt3K8Cwrq1KSqLGKowIbz0TabwQY5fm6VQB7mjqIfdupgkAgFh1MmJUbRwPUPebz9w/IAXfH7qIjTkFeHFMZ4Tp1O4LUZqN8PBwj2KUYmJiwHGcgxXHk1UuXJGQkOCyTm/bjYyM9EjAhYSEYPjw4XjvvffQpo3CM8AJVCi5QxBJsHO9WT8r9+2xvDR1WjEWSRzhZhVN4jQAjG0NN4fRbR6IpGDOAC1jsybJLUkGm1BiTBYrEsNDxxCoAegYFmqGhZZRN5v1yBUNDTxmPVeCz76qhloNjB0ejPZpGss8SrDM+6QnPAyEgIMJavDQwzafE8cSNBC1TZBIhIkQt2QPb2e65gkDNSfPRwgLEAKeFUQRbPFKLMAQSbySxGJkcbXJXXBSly1DbKJIEE0OMUyA6IITrUqwfSdgoA4OQ88hT+Ls4e9ReD4L+We2o6riPLr2uAdaVahoVXL469Na3uUacALC9RTLuhBa7txwnszU3dTuN0qzcX1aFDrEhSK3uAbfHizA1Iy2ge7S1YGfLEqeotFo0LdvX2RmZuKOO+4Q0zMzMzF+/Hivu5GRkYHMzExZnNJPP/2EQYMG+dTu9u3b3bbN8zwuXbqE999/H4888gg2bdrkcb+pUHKDM5cbWMBYWY76E8cBAGGDB4ouN1nwNmsTR1JLEscQ2RQAzkSSZRoAW9B2MKd3cLXZBJJFJGkZM3QMDx1jiUHSWV1rWqZl/HVXUGjCpBmF+P2gHhwHvPnPGLRra+mb4Aa0uOPM0MMEDUPQQHhwhIAlBGqry01NTGDBi644lhC3M4hLLUs8Z2feBcDJNCRrHfDFSMSSMHJMMnO31PUmccEJ34V4JdHiw1hdcKz86aUU3C14+6RWJZZToV2POxARlYbcP79G5eUzOLhvCdJ7TUdoSJy1jN1s3W4elB4ta6L0HRKrUmNx536THXBvKXLejqN7jmEYFBvycM5wGNdpeyJaleRd3RQZDMPgvgEpmP/9UXy+Nw/3D0z12VVDQUBm5p4zZw6mTp2Kfv36ISMjAx9++CHy8vIwa9YsAJZFlwsKCrBq1SqxTE5ODgCgpqYGJSUlyMnJgUajEecE+/vf/44bb7wRb775JsaPH4+NGzdi27Zt2L17t8ftKqHX6zFs2DCo1e7fcT169BAXmvYUKpTcYWcZkMYsVf2xDyAEug7toYqPlViT7OKSOALGGpdkvyyJOAWAJCbJ3pKkJJKCWb2Dq01njUfSMQQ6hoGWYaFjVAF3sUk5ckKP0fdcREGhGa0iWaxdloBbb3T0GwuCiSOMJRYJZqulyIQGcAAMaIAKYCG64jjJEHe4MJoJliUisTDxhAGxvogJsc7MTQgsxjfeamkCBGFkOW4VO0I91tgmsAouOIn1yd6S5Cyw25lVSVjaJLZ1T4SEJ+HI/hVoqCvDiaNfo0+/RwElq5J1xJzHy5oA3gd1u8PTfJ7GHzVylm6BUlMBys1FOG9QU6HkRyb2bYM3t5zAiUvVyD5fjn5towLdJYoXTJkyBWVlZXjttddQWFiI9PR0bNq0SZwtvrCw0GFuI2EtQgDIzs7G6tWrkZqainPnzgEABg0ahLVr1+Kf//wnXnrpJbRr1w7r1q3DgAEDPG5XiVmzZuHy5csYOXIkxo8fjzFjxiAyMlIxb/v27fHZZ5816lrQeZScIMxf0eEZ6zxKHAAW4DnLbM08MSPvjddhrqpC7LT7Edy/p3y+JI6AUfGyuCSVyjbCTaOSTyap44zQcJYJJAWRFMQJosgArfVTxxhEYRQiiiWTKJK0DKCzWpFaiptNYN+BBtx2/0VcLufRpYMaG1cliZYkV5gJDz0xwQgz6ngzjABqeRZ6wqGBqNBA1GggatTyWss+r0Ydr0UDUUHPq1Fn1kDPq1DPa6A3q1BvVsPAc2gwq2E0c9CbVTDyLIxmDkYTJ86xZDKxlkV0rfMrETMDmBjb/ErC3ErCPEvCfErSfdk8ShDnVmKt8zCJ8yc5bPZzLkm+E2KZx4lY8hn1tcj982u06zQWQbooMY90XiVGmAtJTHMxpxLgIk2y30RzKskeSVIB5Mf5lACgxlSB32rXAwBuCJ2EYDbMsU8ATMSA/2fvzePsqOr0//epuksv6XSWztbZEyCBLEAChEUEERNABBEFFBFnkJHBDRh+3xEdFf3OiKOOoo6IwxdBFAEVGFEQCCKbBJAQlhCWELKnO0kn6T19l6rz+6OWe6pu3bVv972d1PN61etWnTpVdW7de+s89/k853Me77srzKNUAv71969yz4tb+fBRrdx40dGFDxgBqGYepVn//h+DzqO06d++OuK/w/nw6quv8sADD/DAAw/w6quvctJJJ3HuuedyzjnnMGvWrEGduzZkhlqGG27DE1rrf+sNjO5utFGN1B+1wBtyU+dw80xym0kD4ChJurDCbs4Et36SFLdzI1mEyCJJTvZqd6oRkaZBGDQIaBQaDSJKvYjVFEkC+MtT/ezdZ7JsSZyn/jCtKJIE1ki5Bi1Gg4jRoOk0CEGjZtKgpWlQ1DXnvmQUN28qhZidgypuJ+6MaWlXzXPm0nOM9ZaPzM7DpIRSvd+FzLajCrmjHlUFUt0XqCApx7uL8GyDUhcyqQcERGONLFh6KXWN492y/QnvKJCsaU1UqNOalJlBW2qF6wSi0JQmuTCILN0OGvVmxunWJK7tqQ2lnS9EXjiZuh96rZ29fckqt+YAgKzAcoBj8eLF/Nu//RsvvPAC7777Lh/72Md4+OGHOfzwwznyyCP5+te/zosvvljWuUOiVABZuZNsS0rPauuGj1p2LCIW8YTchOpN0r0hN919NTPTkuhp6uwpSYLCbc58bY1aUiFISersaUEaNZNGTdCg6YzS4jRosZoJtam47ktj+el3JvDob6cybmzpJC4qdEaJOA0iSoMQNAhJoz3HnDNVi6u0KWSpQU94yJJDmJzUC1HNS5Y05VWzCa7zebrTnDijG9WUEA6p9m8HkSKHcCmEKKieZwScQqIy5Eq4JAsATbB71+s8/+z3aGtbnXtaE3X+t1xwyJPvOBeVmJakEIqd+81PhIr4/gshaI0eAsCO1IZgb1SIsrB42hgWT2smaZj87sWt1W5OiIMMra2tXHHFFTz00EN0dHTw9a9/nU2bNnHGGWfw7W9/u+TzhR6lQnA7O29HOOHjF9Dz8qHUHXFoVifpz5ekkiRn7jGvimSNUFNTAHg8SU64TXMIkjVhreNHaqjRUBvAq+sSHDYnSl2dhhCCKy5tHtT5dKHRIGJggk7aNmsrc0v5h+ZjbZuKcuF4lAwpMKUgJg17BJzh8S9J59X2K3nyK5kEj4Iz8HiRXG+S8Ja76QJ8+/N6ldS6tgdKGJltx/vT2fkuUhq8+ea9gKB18tFFm7qBDNnJ50EqlFOp0Oi3SiSfrAAmRmeiDayi3+ymy+hgTGTCsF7/QMbFy2bw6rbX+M0LW7j85Dlo5aqOIapi5j5Q0NjYyPnnn8/555+PaZrs2bOn5HPUnuxQY/CETVx1SSIa62l67wlEJ7V4R7mpITdNetSJiG5PG6KatzVrLre4ngkTWaRIMWo74TYfSWqwSVKthtpWvzLAKR/ezjmfaqOvv7L5aRq0GA1alDqh0SCgThg02rmk/MqS6++y72WGkCpz6OkGEWGHQ21Sq7ufYZEhOHXUo8BLrgPVJOc1QFXCe4xLnFBUJXx17X1z53+IqdOt4bZvvXUfHXveytw4Nfymqkpq+C0IQxl+KxcVUK8iIsqkqBUmaku9YxUGhANDlI4PHdlKU12EzXv6eeadjmo3Z2TDG5cvbzmAcdZZZ9HV1eVu/8d//AednZ3u9p49ezjiiCPQNI0JE0r/MxQ+EQpBZMIrwSGUTMjNG3bLqElO5m2HJOnCJCJMzwg3de42x7zthI8alRFuKkly/Ei1GGrbvDXF2Z9so7vHJJVyJ/+oKOIiSoMWtX1L0BBAlhxFLm4TJsvz5V0iwnT9ShF7JGJEN7JCcE4eLKGMaPSE4JxnEgqx9vuUfMpRYMgN5ZUczzuFdEmFQIEVUpo772wmTT4aKU3Wvn4X3b1lhj+GI/xWyKdUbPit4HWC2zUleghj9UmMiZSfSC9ENhpiEc5fYiX1u/P5zVVuzQhH6FHKi0ceeYREIuFu/+d//id79+51t9PpNG+99VbQoUWhtnrXGoTakUkByb272fGT/6b7mWcySoEnsaSVq0fXvSE33TZvOwQpZhOkiD/kpiaTVBbHk+SQJGv4f4QGLVbV+xOEnl6Tcy9tY1eHwZELYvzhjlYaGobmqxYXUepEhAZNp86nLGUM3vZoQUWhc++1be6OaBZ5jWq2oiSkRW41x4hvkd8soiQk0hOWlT4FqTSvEviJkUoScBUhq55vH7heJiEE8444n7HjDsU0U7zy2h30D+wt7EtyzycKk6Bc6/nKStlfKsr0KbVEpnJs41lMic6pbHtCcPEyS6177I1dtHcNVLk1IQ5U+P2FlfYbhkSpEByzrt2x9b76KomNm+hfuy7YwO1m3zbdxQm5ZaYpyfYlZcJtaU/YSE0k2aClXZLkKEm1BsOQXHxlO6+9kWTSBJ3/vX0Ko5uG9mumkiU1DOeqSp6wW8pV69SRhlYOq7StKBmBITh1FJxQCVGAsTtr8mS/Ep5jBFxeUzd5lKUAU7em6SxYdDFNTVNJpfrZ0fZC5qY5x1Q4/Jb3OIfI5DtPmJzwgMKhk5o4bvY4DFNy1wtbCh8QIhCOR2kwS4jyERKlQvCF2fpffRWAhqMXe5UCzelAsw3c/pCb0xmrvqS4SHs68TotRYNIuOQpriSSbBBR4qI2ffjf+q+9PLiyn3hccP/tU5gxbXiygTtkSfUs1TkTBmctaWuyYHtS4agwidppGmKarS7ZqpKuEF5n9Bv+EJxQpq0JXPKrSn6yky9VgAuVPCmpAqzXTCguEo2zaPEnmTv3DObOXVHezS0h/DYSfUoOBsw+tiXfIi1TFTtniIyq9LsXt2KUk8E9RBh6KwAhRMGJdQeD2uxtawhSw82inNq7h+TWbSAE9UcfEagmOQZuTUg35OaEddSQm9+XlFGPlDnbNCvk1iCsFACZ0W2RmvMkAXTsMfjRLZ0A3PJfE1m2pPwEaeUgLqL2qLcUBiYGBqYQGAgMoWFqVn5vaxEYUsPQNEwpMLGWtNSImCZp29ht2iPjTNMiQ5omkdLElDrSlG4Wbme6EnXSXKTwjn7zj4DzLUJRlPyZu7NM3VK6SpAzwa57fvvSzmMiVjeGGTPem5mIN99EuSqKGf2W79hS5O9C05l4soJXdjoTsD63F/oeYkD2EhP1TIzOCCfIrRBWLJjM6LoIO7oGeHZDBycfGo4sDFFZSCn59Kc/TTweB2BgYIArrriCxsZGAI9/qRyERKkQ3FCJpO+11wCoO2wu+uhRtpqARZYEWQZuZ4oSZz0i7JFV7mKNeLNUDcNVObwT3DrztlkkqV7UnnHbQct4nef/PJ37Huzl4vObqtKGuIhiCIlBChOJIQyLFGlWlm1DaBhCYAqBqWkWQZLCIk9SWCkDdIs0SSkwNNMq1wSaFGiaiWnqdogVi7DYc7RJDYQpcpAbe0h8XgLkXVzShKM2eVUrT7oAu46wCZSQWKTAcMgFSASGMcCGdx9h2uTjGNUwMeeUJtL0TV/iIN/cb8WkCShUPlgUO+2JD0IIJkSmsTX1Jh3pbRZRClER1EV1zj1qKr96bjO/e3FbSJTKwWDDZwe4onTppZd6tj/5yU9m1fnUpz5V9vlDolQISsfU98orANQvWZRHTZIeNclNLGknl3TMwzlDbp4QkRM+grjQiItozZIkB/MOiXHdl6o7t1ODFrPnLkuBZmKahkWchIahWQqTqShLKakTlQZpoZMWlpoUEQZpTbPmkTM1dFdJEq6qJKRuKR65VCVHkFAVoxzzvmW8SRlC5Ao6IuAh6dSzy3PlVHKVJbveho0Ps73tBbq6N3Ps4s+ilRDCzTv3m1ov3yS5xRCZSpKnItQnR7lqsYnS7vRWK3dWZVoQAvjYMdP41XObefj1drr6UzQ31MYE3SMGgw2fHeBE6bbbbhvS89d2rxuAG264gWOPPZampiYmTpzIhz/84axhf5/+9KfdmKWzlDpbsANHTUr39ZDcbA2xbjh6oc+blEkHIESGIDkGbmux1KSI3QlHNDOjICkht5ijLNkj3Ky526zJbWstT5KDPz7ax7N/31/tZngQFxHqhG4rcV6/Ukx4VbxMyoCU9TnZyUDdkXCKsVsTVmjV8j5nzPuOY9LjVVLzKqnZul0vER7lyG/cVuvk2l8op1KmnrUxa+ZpRCMN9Pa1s3HrE8XdTNvkXbBOMWU1jHGRKWjoJGQ/vea+Yb32cD/XhhuLpjYzf3ITybTJA6/uqHZzQoQoCSOOKD355JN87nOf47nnnmPlypWk02mWL19OX1+fp94ZZ5xBW1ubuzz00EPlXdDumMyBAeoXHk78kNnoY0Z51STIqSb5DdxOqM3xJeUKuanm7biIWP6bGsSujjT/eNVO3nvudh75a1/hA4YJuq3AWUqcY+5O+xQ7635HNcvcHdFMbyJKLe16zNQQqvNZW+kCsNVFFILkM2OjjFQLCK35yVMxpu6cc8D5cip5TdcQjzcx79BzAdi07Sm6+7a7o988yDf3G3jLK5UGYLjmfcsBXUQYF2kFYHd6eKfdGPbn2jBDCMFHl1o5lX4fTmlSOkIzd1Ux4kJvDz/8sGf7tttuY+LEiaxevZr3vve9bnk8Hmfy5MmDvp7TmUUmtzDxyn/E1EyvmiQoSU1yDNyummETppgwiGK4IbeY4kuq1RFuAFd/vYO9+0yOXBDjtPc0VLs5HkSFTh0RUsJ0/UpJNOpECkOzQm4pm0CZmkZK6qSFRlozSEuNtNSIaZahW3M/Ww3DlFleJcvYTcZIrQGmE0YTgeRIyGA1KdDU7Ycapism/ObUEYKJkxYysWMRu3a/xlsb/sQxiy5HYOdfchlXnidrvtBYOfuKDbUNsaEbYEJkGh3prXSktzEnfuSwGbqH+7lWDZx39FS+8+c3eWVbF+t39nDopOr4GEciwilMqosRpyj54aQtHzfO64t54oknmDhxIocddhiXX345u3btynueRCJBd3e3ZwE8aoF0DLwi40tyvElCFFaTXIKkZUhSTKSJOkqHm0fJCrnVui/pr3/r5+77e9E0+J/vTyQarb1Qi5U2wArBWeTTIqNRVFUvky4gopjurc/OcCcx1hUi7KpKal4lv2Jk51DKNnX7y3wLvnVy1MGrNrn1lFdVdVKH+B865yx0PUZ37zbadq0p+n7mTROg1suXJmCo8ykNIkVBS8RSPbqMDtKyerPeV+K5lvOZViWMHxXn1HmWkfuPr4ThtxAjB7XZAxcJKSXXXHMN73nPe1i4cKFbfuaZZ3LnnXfy+OOP81//9V/8/e9/57TTTss7RPCGG26gubnZXaZPn25dQwNjYD/pffu8CQadDlJYqpKm5VeTrPw8hkdJiiq+GYcsRYVJFCvkFkWvWV+SaUr+v+utyQWvuLSZY44a3lQApcAfgsvkULJJqi8E6pJZx6tkkyZNKOTY8SopeZVQyJKbjNRez5rCRPNtZ71miE++8JuLEsJvAPH4aGbPOA2ATdufQhZSZ8r1KdUCiszQDVCvjeKo+vdzatNFRER1ErpW6rmW65lWTZy92Apt/vHVtopnTw4RYqhQuzGdIvD5z3+eV199lWeeecZTfuGFF7rrCxcu5JhjjmHmzJk8+OCDfOQjHwk813XXXcc111zjbnd3d1sPFgH9r77Gnjt/S8PSxbT888WZjlHNwl3Im6SkA3BIUsxWMmI2YYrhKB7UfMjt17/vYc3aBKObNL5+TXVHuRVCVOhEpU6dMElJSZ0wSEnrnhtCIyUixLWUNfpNWMpfSupEhO6qSrqme0bAmWaGIEtTYghhj2qT1mi3oFQAGmBadYSS6MhZDXpVR78FIlf4zQd/+E0gmdZ6AqlUP9OnHA+aboXpTGmnHRCZNAFQfsis0vmUhgHVTg1QqedazmdaFXH6EZOIRzQ2dvTx+o5uFk5trmp7RgzCUW9VRe32xAXwhS98gQceeICnnnqKadOm5a07ZcoUZs6cyfr163PWicfjbrIqDwQMvG0dF5nU4vqSENiqgjK7vLCM3YEj3Xz5khw1KaMkGcSFQVRYo9yiQq/ZkNv+/SZf+09rwsHrvjiWCS21qXqpiIsIKazRbylM6kSaJLo9Ai5NTOgZsqQZRE3D41WKaCaGaWblVTJtH5LQ7BFvpsgkmXRsNGq4TEkJUDAEFxSK8y8u+QE3+STKPk+eo0x9NNCkziGzllv71QdpOQSo2HxKQ4WhPv8woZLPtZzPtCpiVDzC+w+fyEOvtfPHV3eERKlIhB6l6qI2e+I8kFLy+c9/nvvuu4/HH3+c2bNnFzxmz549bN26lSlTppR8PRPJwNsbAKg7fC6qiRs1FOMkldRMNCzi5B/ppiaXdNSkDFnKGLijtjepVqHrgq98aSynnFDHFy4bGQ863U2xIKgTkqgws4iqujheJQ2JhiQiDE9oVRO4c8Bp9shHT6oALE9bJhzn9SZljV4rIfymIl8ILl+aAGu/92QDic6i7mWxPqVAOMf6fUpFj4xT2z80jy9TGrwz8BKr+x7BkAHy3BBguJ9r1YQTfvvTK2H4LcTIwIgjSp/73Of49a9/zW9+8xuamppob2+nvb2d/futPD69vb1ce+21rFq1ik2bNvHEE0/woQ99iJaWFs4777ySr5fetxejqxt0nfihM7JM3JozaardcfqzcDt5k4K8SZaSYe/DJCogiqhpkgQQiwk++6lmHr9vGvX1I+crFEGnTuhEsbxKVqgzpahK6QDC5M2rpLmmfTOTR0k4JIkMIco795vdII+vKPdrNjkKmPvNOZ9SRz1PkE/J2Z82k7y87g6eXfNjEskCht8SfErDPu9bKcjTNoHGttRb7DF20CP3Dktzhvu5Vk2cNn8ijTGd7Z37eWVbV7WbM3IQpgaoGkZOL2fjZz/7GV1dXZx66qlMmTLFXe655x4AdF3ntdde49xzz+Wwww7j0ksv5bDDDmPVqlU0NZU+HDW5wxqdEZ06GRGLuh2hp4N0Jk8VGSXJ6lStJSoMNCGJCgMd6fEmRUWaGKZHTapVA/dIh27f26gQFil1fGMqYVXIkpUU1Fo0YSlLusjkU/IkoFTM21mj39QFRzFSw1ZkEygCynLWEV7yk+NXnUtZ0rUYaTOJKdNs3fX34INz5VQaSgN3lUa+CSEYo08EoNPIP1q2Uhju51o1URfVOcUe/fb4Gzur3JoRgjCPUlUx4jxKhaTa+vp6HnnkkYpdL7WjHYDYjFa3o3ISTWq2quA3cTuhN6eTdbJwezvitLset9MB1LqaJKXkI//QztnLG7nko03EYjWsGORAXERJCYOUTBMVJjFpKp+HHqwo2RPlOuspMxNq01TCDO7oN2sQmbBSSrhkRrqdv3R4hxJqC/Qt4Vt3tqXyaqMon5IKDTAsYjCj9URe697M9p0vMnvKyUQ0e8RXvnnf/BhsnqShRAlTmQA06xPZld5Cp7GLaZFDh7x5w/1cqzZOmz+Jh15r5y9v7uKa5fOq3ZwQIfJixClKw43ktu0AxGa2ZjxJZBQlXSnLKEqGkoMn28StKhiOmhQbAWrS088N8MAjfVz9td3sHxi5M6u7qhIWmY1hJft0FD5NmES1NLqtOOlCEtWMzOcrMmG4rPCboxZ5XoMXf/hM3c68iqz9at6kXN6lfPmUvPWsggnj5lMXH0Mq3U/7nleLu5Gl5kEa6gzdFURGUdod+miGAKfOm4AQ8PqObtq7BqrdnJqHY+YezBKifIREqQAaTziGptPfQ3zebDepoD/sFtSBRjW7gxWG1eFqdgfskqS01UGLjDeplkkSwC2/tvwEF324iebRtd3WfHC8SnVK+C2WFYIz3JCpY+p2/GZquDVv+E3JuxU45Yhal8y+YnxK6n4PlPPlMl37yy11S2P6lBMA2NL+fEFykHXuUlDMtCiVPG8ZGK2PRyBIyv0kZG3NY3ggoGVUnKOnjwHgL2+G4beCCENvVUVIlAqg4cgjGHvhh4hNn+yG3dTRbuq0JUJIt0N1Rkqp3iS1Q3a2rQSTEBUaEWqXfOzZa3Dvg9a8U/90yegqt2Zw0IWGhuZRldTPJOb5fLymbseDpok84begv3FO8knFp5RzMtxiy1Xk8SnlJFS+46dMOhpNROjbv4ue/vbcNzDoqVGOJ6iYDN35jgOGauSbLiLUa9b3vN+sbkbrAxXvP3wSAH99c3h8YCFClIuQKBUD+9+/G2Jz5nWz/UlO2M3JneSE3xyS5E8JYHXCaTcLt2Uurt28SQC/ua+HREJy9MI4S4+srdws5SAuIujYpm4yPiVdMXirRnxdOKMbM+qhJmRg+C1DqAEhrTQBQSqSTzGSflIU9KoiB2nypgBwXjOhusB6QDRST8s4yy+SM/xW4iS1NT3yrQBGac1EiJKUuTP6hygf7z3UMnQ//+5ejBxz74WwEIbeqosRZ+Yebgy8s5G6+TPRm+KesJs6v5t/8YfdnJCbhml3xGlPSgAdgVbjnPX3f+wF4FMXNA27X2QoYI2A04ghLY+YYurWiWaUQJssWeG3iKsWukqiFAihuWQJ+/tRUC2yoSTodrexyzIZuq1M2o4ile/uqxm4/WZvF2q5beh2MKP1JCaOPZwJY+ZlCE8lMnSXiyoawRfWvxedCAYp1iWfrUobDmQc0TqapniEnkSadTu6WTStudpNql0MNnwWEqVBobZ75xpAx3/fRu+Tz7sdoD/s5k6Gq4x2c5IUqoqSJqQbdnNM3LqQ6FDzJu4d7Wn+9nfLcHneWY1Vbk3lEBU6GtaPQBPSNXWr4Tf3M1VUwohi7LbURDwGfxTSlCtNQDk+JQe55n3LSjzpWw8MwYFHAWpums7kCYvR9SLnOSuWNFeDXBdSswrsj4joAfGnoFaha4LjZlvTHz337p4qtyZEiNwIiVIRiEwcr4TfMl4UTeCGXqyOMzN5qjPaTUO6uZM0YaIj0bEN30rYrZbR1W1y5vsbeO/xdUyfWrvpC0pFBN0mqVb4TROW4meRXlv5s0e/6TgZuc0sBTHIp+TClnekSpwowqeEsq4SnWL67SLqDMqMnffaIng9RIgAHD9nPBASpYIIzdxVRRh6KwKRiWOz0gL453bTFLIU1Qy7YzXd0JuG6VGU3EzctrG4lnH4YTH++KtWzAPMR6ALjajU0TGywm8xYTAgpGvqjmgmmmkZv5O2RylFJkt32g2/OT4loYTg7KRHLvGR+UlEPq+Sf3/QsZ7cSlYOJDckpwkwsj9HNWSXSu9n647n6O3fyeK5H8t5KefcJaHYUNpQTI5bYi4lKU1e2f9XeozO8q8ZIi+WzbEUpRc370NKGSp4OTBYn1HoURocaruHrhFEJ4x1O6agtADq3G66sq0pI6esckdRkm7YTR8BaQEcaCPYmJsLuhBEhXDDb7r9GWm2iqTZIVV33f18Tc/3QA3FqmHavB6lgJBcYPgsiCyp53IXb4VcGbqzzu9uC/tFY+OOp9i1bx39Azn+6Vdq5FsNQwiNbmMP+2U46m2oMH/yaGK6Rtf+FFv3hmkYciJUlKqKkCgVQl0crbEesJUCG/5O0vUlkQnPOGqSbodxHCO3jhV200dA2K1tZ5ptO9LVbsaQIYKOjkAXuCQ2kyogrRjype01yw69QbBPKUgFysqlFIC8iSeL5CLljnxDQESPM7ZpFgB7ut4p7oKlYgTkUgJo1EKD8VAiFtGYP8WaguW17V1Vbk2IEMEoiiiNGzeupGX8+PFs3rx5qNs+LIi0jAk0ckO2P0ntPHVM15+k296kKE5qABNdWEkmaz3sdtNtXcxcuol/+cbuajdlSOCMfrNyWZme9A26yChJukt+sz9rhyDlzqdkXyzIVJ3L0O2v5yvPaczOc1yxkEIwdsxsADp7t3h35przzY9iUwRUIpfSECKuHTiDF2oVC6daZDQkSnkQKkpVRVEepc7OTm688Uaamwv/u5JScuWVV2IYRsG6IwGR8WNyGrmt1wxpsl5N16yt+pO8fiVph3oEWrESQZXw1CpLDl8wf+TnTsoFDQ1dCHQpM2E39XPEG05V8ympo+JUEu3A8inZHiVw/UoOmQn89H2kKZMmAI/VyZnbzR/i8zTB51kKLPelCAAYM2o6AJ1929w6eed8q+Z8bkV4j8pFXNQPyXlDZLB4ajO/AV7b3lntptQsQo9SdVG0mfuiiy5i4sSJRdX9whe+UHaDag2NJx6d08gN4A3DmG4nqobd8vmTajnJpGFI1qy1ku0dv6Suyq0ZOuhCoMlMmgBdZvuUdJ9nCci8+giSaujOFNqGaofpqITJEWmcxU901NdS4FeuZOE8TA5Gj5qKQCOR7GYg2U1dbGRnYy8XsZAoDTnmT7G+W+/s6q1yS0KECEZRvbRpmkWTJICenh7mzJlTdqNqCfWLg2e29vpTrFe/kVsnE4bLECeHLNV+2O2djSn6+iX1dYJ5hxw4aQH80NCyfEousbU/M5UUBRm6IeNbCzR0Q7CxOx9y7c/jbyp4rAKvj8l7gK7HGNU4GYAuR1WqFqo4EiquhURpqDF7vBXe3NmdoC9x4PohB4Uqhd5uuukmZs+eTV1dHUuXLuXpp5/OW//JJ59k6dKl1NXVMWfOHG6++WbP/lNPPRUhRNbywQ9+0K1z/fXXZ+2fPHlyeW+gQqjtnroGINx//N6JcIGs5JKa8m1UFSV//iQnyaFe40NhX3rNUpMWHxFD12u7rYOBhrDDoLgESM2npHqUANejZK2rBCoPPymC9HgM3H41KN85Clyr3JxJoxomEdHjpNIFRiNlGcKHyKhdBcRFAzoH7p+EWkBzQ5SxDdY93rSnr8qtqU24dsdBLKXinnvu4aqrruKrX/0qa9as4eSTT+bMM89ky5YtgfU3btzIWWedxcknn8yaNWv4yle+whe/+EXuvfdet859991HW1ubu6xduxZd1/nYxz7mOdeCBQs89V577bXS30AFUVYepe3bt/O3v/2NXbt2YfpynXzxi1+sSMNqBWZ/Ar3Jm6XYryIAilfFDDRye0NvI2PaklfXWUTpqIUHrj8JLEO3LoUVDhUy41Vys6d7w2+QIUuqoduBd+SbIEtR8q/j9SFleYyCXgPOYV88p1eolFxKAPNnfZAFs861LlEt/1GVMTYyiVOaLuDxnjur3ZQDGrNbGtm3pZNNHf0saA1HGtYCfvCDH3DZZZfxmc98BoAbb7yRRx55hJ/97GfccMMNWfVvvvlmZsyYwY033gjA4Ycfzosvvsj3v/99zj//fMAaGKbi7rvvpqGhIYsoRSKRqqtIKkomSrfddhtXXHEFsViM8ePHexKECSEOOKKUat9FbHITuUa8WesZsugNyXlJ5Egzcm/YlAJg3twip7MYwfAbuj37fGRYD1CTAHfkWyACSJG/3I9i/USekJ7v8lIDUea4Cl2LWsRpUEkeq2jyBosU5kuUWmh/iGHBrPGNvLSlM1SUcmGwI9fsY7u7vTnB4vE48Xj2H+FkMsnq1av58pe/7Clfvnw5zz4bPO/hqlWrWL58uadsxYoV3HrrraRSKaLRbGX21ltv5aKLLqKx0Tu6dP369bS2thKPx1m2bBnf/va3q2rnKVnS+PrXv87Xv/51urq62LRpExs3bnSXd999dyjaWFVo9dlfInVkst/M7UC319URbypq3cgNcOG5TVx75RhOPO7ANXI70O3QmwO/gqSSJ2fkm1XP+woZM7czAMAj0/jCbGqZn0wFrfvrDRpBilQJGLKpUEIcVJjUbD1jdvckqtySGkWFPErTp0+nubnZXYKUIYCOjg4Mw2DSpEme8kmTJtHe3h54THt7e2D9dDpNR0dHVv0XXniBtWvXuoqVg2XLlnHHHXfwyCOPcMstt9De3s6JJ57Inj3Vm+amZEWpv7+fiy66CE2r7U6+UhCN1g84aB6vIPXAa9zOPeJtJOD8s0dx/tmjqt2MYUWhkW/qZ64qTc62Pz1APniVJTuFQF6FSSDsaxWjNpU1xYh6vDRZ89adJJI9LJ33KWJaQ9nn8qDaKlOJeLX/yWo34YDHhFHWH9KO3pAoDSW2bt3K6NGZEaxBapIK/5QyhaaZCaofVA6WmrRw4UKOO+44T/mZZ57pri9atIgTTjiBuXPn8stf/pJrrrkmb3uHCiWzncsuu4zf/e53Q9GWmoTeUJflhFMJkyd/UhGd5EgZ8XawwT/yLW/dHCkCHLgeJVDUIlVVKo1MVQRlnEcIje6+HfTu30kydfAO3e419lW7CQc8WpqsDjtUlIIhKrAAjB492rPkIkotLS3oup6lHu3atStLNXIwefLkwPqRSITx48d7yvv7+7n77ruz1KQgNDY2smjRItavX1+w7lChZEXphhtu4Oyzz+bhhx9m0aJFWXHHH/zgBxVrXC1AxLzvL1BR8JXlSw3goNZHvO3fb/L6W0nGjdWZM/PAH/Xj94s5Zm5Qw6jSDcU52/kgbJVIiIy9QApp5VJytimNw6hKUj5VKcsUnmkUqJPk4lWqrDq4DY5HR5FK95NI9TIqXnyKkIogYGLcQaOM5JSa0MPMxkOMlkbLB7mnL1nlltQoKuRRKhaxWIylS5eycuVKzjvvPLd85cqVnHvuuYHHnHDCCfzxj3/0lD366KMcc8wxWTzht7/9LYlEgk9+8pMF25JIJHjjjTc4+eSTS3sTFUTJROnb3/42jzzyCPPmWfmF/GbuAw1OB+JRCQLg5FAqBCc1QK3jrQ0plp25jckTdba/MrvazRkWaCqjseGQ21wGb8iMfAzKzJ0TuczdJdYp2vBdJmLRUbB/F4lUT/ZODRiahNg1BW3EBMtHLhriVle0P3lgzOhQaZQ7xF89vlRcc801XHLJJRxzzDGccMIJ/M///A9btmzhiiuuAOC6665j+/bt3HHHHQBcccUV/Pd//zfXXHMNl19+OatWreLWW2/lrrvuyjr3rbfeyoc//OEspQng2muv5UMf+hAzZsxg165d/Pu//zvd3d1ceumlpb+JCqFkovSDH/yAX/ziF3z6058eguZUFjfddBPf+973aGtrY8GCBdx4441lsdKgjihITSqEUupWG53d1gNrzOiRQOsqByeXUt46HgXRYgpFESRRqn5UPTgqU0S3PHqGUeQ//QNwFJkmtJpSlCr1XKslNMQsMtqfDBNO1gouvPBC9uzZw7e+9S3a2tpYuHAhDz30EDNnzgSgra3Nk1Np9uzZPPTQQ1x99dX89Kc/pbW1lR//+MduagAHb7/9Ns888wyPPvpo4HW3bdvGxz/+cTo6OpgwYQLHH388zz33nHvdaqBkohSPxznppJOGoi0VhZMs66abbuKkk07i5z//OWeeeSbr1q1jxowZgzq3n/D4Q29OqEYdMaX7/nrXukeps8tqb/NBQpR0X2eoKSMV1RBcMWQ3UFkK4kcKcZICr69pEHwqMBdTmR29plmPCNM8eDuwWlKUhvK5Vk3URx2iFCpKgRjm0JuDK6+8kiuvvDJw3+23355Vdsopp/DSSy/lPedhhx3mmryDcPfdd5fUxuFAyb3gl770JX7yk58MRVsqCjVZ1uGHH86NN97I9OnT+dnPflaxa+RTHhylwZ9LaaQgZfeL8djIUEAqAT2AnfjTOlQEI+iWukRJ1gZRqkZ4XxO1Q5SG47lWDcSjVleUSI/M5+WwYJCpAUKUj5IVpRdeeIHHH3+cP/3pTyxYsCDLpHXfffdVrHHlopxkWYlEgkQiM+LCn5grxMGNcglvgO2p4pDCkpACM3sPEhE9TjRSj6ghsjDciFAbmelLfa6NqGea/Z3VRtCfiBAHD0omSmPGjOEjH/nIULSlYignWdYNN9zAN7/5zeFoXogQIwbzZpzBvOkrrLxHB+mf/YUNJ/F4z6ZqN6Pk59pIeqaZLlEKmVIQqmHmDpFBWVOYjBSUkizruuuu8ySz6u7uZvr06UPavhAjB6Ysz6s1HHkVhZTugzB8IFYeu1Nbq90ED4p9ro2kZ5pp/1C0UFIKRpU8SiEslDUpbq2jnGRZuea8yQczj9nE6VjL7WCrjcPmRLn2yjEcMe/An+fNgRHwNDGG4vMbQQ+tbbtepLd/J5PGHsHYxuqNOnGQzwQ6VNiafHPYrxmEUp9r5TzTqoWk7U2KhkQpRA2iqF5gyZIl7NtXfHba97znPWzfvr3sRg0WarIsFStXruTEE08c9PlNX7pkdduUwu1cDZxX4a679Wo8jnHkgjj/+bUWLr1gdOHKBwAMXxJCU2ru52g6n6PUsj77IEgpkP56Qf27Ukeo/xgH+e8xS1UaxLn2dL3D1l0v0Lt/d/knGeEwqY2RWEP9XKsmegaswQJNdQd+ctty4ITeBrOEKB9FKUovv/wyr7zyCuPGjSvqpC+//LLHRFgNFEqWVQqCvmNOh1lMx+k5JvzDVNMwya8Ugp8YWyQqixgFoWLzkQw9nDniUun9gGXqLgoHWA4lALPETN5DiUo+12oJ3QMpAJrqDsggx+ARht6qiqK/le9///uLlr1rIUN3oWRZxcKUoOOoBLnrGVIU7GDB6YhrH6Yp2bo9TWe3yeIjYjXxmQ41zIAP2LA/U4PcKqJDkgKVpFwoZuq3YnNYDiGcOd7i0YDJkUfCF7kCMGpEUYLKPddqDT02URpdHypKIWoPRRGljRs3lnziadOmlXxMpZEvWVaxkIkUKMOD/WG2oDITgYGwwnBodshGw1DIhiFlTatLiYRkznGbAdj1+mzGjzuwh4ebPlZiIDwhN6uON4RaiBhnCFSmTPiIVLFfgSCzdj6SlJt8yYDz+CormwmXKDUV2dIKotLzvEHJ87wBmLJ2iBJU5rlWa+jotTK/j20IiVIQwlFv1UVRRGmk/1sZDMz9AyC9nYSUmSlEVZJkFKEmGIiaJ0kA9fUakyfqtO8y2LQ1dRAQJRMDiSGz1aOsulJzSZL76lOYXO7hvvombisSFXvAlXEew0yRNgYAe863gxS14lE6kNHWZYV4pzTXV7klNYow9FZVjMwhWcMILWqN+pLSS5D8MBUDt6sgodkhOc02dAsMKTCofTM3wOwZ1r+7jVtrIyvzcMCEjBKIcD9Hx9wdqCgqZKno0Bs+EuQcl1clksp6Mecf3NNxINEJgK7FivcoFYMqjFwrF1JK0oQz2g812jotQt46JiRKgRhMVu4wO/egERKlAtAa67LKHL+qKYVvyb6dpk2c/MPMLfWitsnSrOmW4LhpS6rKLRl6GFJ6qKtDjNSRi+4+m/Ba9YIUpQypllL41CTrxUuSfK8UCLFV8qGXde5MQf/AXgAa61pyetQGS8ZGAo6qP63aTTjgscNWlFrHZD9vQ4SoNsIhBoXghFF8aoGqHqgEySFNjqqkwpQaphC2aiExhayh6TazcchsS1F6Y/2B/4/axMSQ0lX+PPsU5cj6bINJkrQ/+0DkIj7l+IyCzp3jX+NgpqqbMHYepy75MqlUf/knqTaRKjQKr8B+IQRjI8G510JUDts7w9BbPoQepeoiVJQKIL3POz+SM7JJHekEmU7UDdW4oTbNNQZnwm+WolTr4bcjF1jhlpfXVjfVw1DDkLY/CezQqMh8ZnYYzq8wmXYYzlk83Ech1x4CkydXUs7M2lleJ9++PIqQH+65c5CDoIdpNFJPQ11xaUFChCgH+5MG2/ZZRGnOhMYqt6ZGEYbeqoqSidKnP/1pnnrqqaFoS02i/+9rQWY6P+lRkqwRbi5JUpQI1adkSock2Z0rlhfGqPa/7QJYssgiSq+/lSSZrO22DgYm0lL4cAhvJlxqBviTTM+68l2QeZ5H+VIA+EiS8D/YgkhSPvjqDXl4LGvUXI7r1fj3PQg9xl62Jd+udjMOaLyzqxcpYXxjjJZRIyOTeIiDCyUTpZ6eHpYvX86hhx7Kt7/97apm4B4OpPd0BpabSpjFeXVyKeVNEeCqSrWvKM2YFuFLlzfzk29PwDBGXidXLPwj3jwKoKsIqoRIuIQKsvMoOb4kj6oE2f/uCt3SIshVyccq8BAoH4lJpffz4rpbWb/1UWS1vXRVJFh70jt4O/H3ql3/YMBbO3sAOHTSwTuyshCs+RwHt4QoHyUTpXvvvZft27fz+c9/nt/97nfMmjWLM888k9///vekUgee6Te9p9NjzJXS70/ymrkNn0cp38i3Wjd0CyH4wbcmcPknm6mvP3CjtIarJuUf8easq6kBHF+S6l9zlEevKiQyOZQcAoXiPcglkZeqJgUdq6wX61Xo6tlGZ88Wdu19E1HruSyGEEm5v9pNOOCx3iZK8yZVIVfXSEEYeqsqyur9xo8fz5e+9CXWrFnDCy+8wCGHHMIll1xCa2srV199NevXr690O6sGY0+n27Gpo5mcMEt2CEZzQ2wOWVJHvjkdrWvoDr/BVYffyO0lRsJVlFylUCXHZNaDMnO7qpJboBCkXA3K41/yj4az/i3mmdMpnyqVuQFZ6OrZAkDzqGlunbz/Sqv5j3UI/2wkQqI05HhtexcA8yYfHPNKhhh5GJRM0NbWxqOPPsqjjz6KruucddZZvP766xxxxBH88Ic/rFQbq4p0xz6kmenw/B4lKTNqkqouBRm6U+jWq9QwJKRGgKHbNCVrXktw4887D8jwmyFNUtIkBaSkRko6n1Eky8jtjHgLMnJnlKWA1AA+VShr1Jvf9E1APV95WVm5i4SQkr1d7wIwpmmGd6f1BgufRM35lG9kmbOvVKI1THPKDZh9w3KdgxWGKXllaycAR88YU9W21DLCSXGri5LTA6RSKR544AFuu+02Hn30URYvXszVV1/NxRdfTFOTJZ3efffd/PM//zNXX311xRs87EilMXv60MY1+MIr3rCLa+om05Gq4Ter401ZryJNyvYppaRBXNRu2n7ThNPO3053j8l7ltVxzFEHVp6TNEaWPyklI65PKSV1lySlpJ5FkjJKIp7wrIcgQTZJyiOHqw+2zKtDKIp7X17/kfMqvW3w17PrJlN9dPVuA6Bl9CHFXbBUDJXhu8LKVp/ZVdHzhfDi7Z099CUNRsUjHBaG3nJjsOGzkCgNCiUTpSlTpmCaJh//+Md54YUXOOqoo7LqrFixgjFjxlSgebWB1O59RMY2ABn/iZTZ4Ze0qWFo3jBNSup2ZxvgUxISA4ssRUVtZlSKRASnnljPA4/08eBjfQccUcrnT0rKiBsqdf1JipHbT5ZzGrlz+QXs9Zz//Pz+pKCwmmfxViiYQynrfFbBns53AMmohsnUxZuDyUfQuYdJ5RkupGQi9CgNMV7asg+AI6c3o2sHrxcuRG2j5NDbD3/4Q3bs2MFPf/rTQJIEMHbs2LIm0q1FjLngbCLjxuY0dDs+JdXQnTJ1d6Sb6lNKSp2UjFjkCY2UhJQ0az78dt5ZVm6Te/90YIUhDGmSwiApJUmpkbQVpJSMkJS6609KSZ20qdnE1yJLacdrJgWGqSlEKWPkli6B8U1P4leb/PCTKfXVvz/oWAXCryIVkUOpY99bAExoPjRPI8tMO1DsMQET4spBq02Ff2fqNXqNTgBihEkQhwqrN1tEacmMsVVuSW0jDL1VFyUTpUsuuYS6ugNLVciHUe85Fn10U05Dt9NROiQp7XSkpqUkOT4lR51Q8ymlEKTs8Fst40PLG4lGrXxKb7x94GTpTmNY/iQJKXV0m01sUzJCyoy4xu4gf5LqUwucD9A1b3v9SoIcI97yKEpZ+ZVyoYg6+UhOLNZERK+jZey8Ii7mv7YMXh+BGK2P57iGD3J4/fHVbsoBCSklf3unA4DjZodJTfMilzJdyhKibBy4Y74rBUUV8Bu61dCLoSgMahJKJ/RmSuFRlJJu1mdLVarlNAFjx+i8/2Qr9Hjvn3qr3JrKISUNT9gtiU4K6/NKuj6lDCFKm7rn1VQIs6o2utPd+EJvnn93qtoUQJCyPUqZ3Znz5BnxFrCe81+lj9DMm3UmJy+5lubGaYVvYrFkqBqkaZDTl+giwpjIRMZHWivYqBAO1u/qZWd3gnhE49hZIVHKh1BRqi5ColQAiXe30fvMajeM4obeTJ9PSVlSpuVJyhiBLXXCSRPgD78ZSNLUtqp0wblWMrhf/rYb8wDwojjTlgSF3VzFz/78UlInbauDTsjNIcnesJvqTwpYIIsU+R9ghYzchR54Rc0jp5bn8BpFRNRKXyBlJjVANTJu14IqFRAGDDF4PPX2bgCWzRlPXbQ2PZohQkBIlApi949uYe9tv8Ps3Z8JudkkyZACw8z4lNKmlqU6uGZuO/ymDj9PSc0TfqtlVemjZ49idJNGV7fJu5tHfmJRf9jNJUkys27a605aADV/Ulpqlm/Joy4q/iRTuIqR8ChLIos8ZSlN5HlVkUNWL3fEWzLZS3f31vxeoEqmBqhxvDOwhq3JN0nJkf99r0U8vd4Ku7330JYqt2QEIAy9VRUhUSoAbewYAJKb25QO0Bt6M0zNVRZU1SEtvWTJCuk4qoVTrtk5fMyaVpUaGzRW/raVLS/N4pDZsWo3Z1CwcicZFkG1DdrqZ5L0fD66bebWFRKsFZk/yZdo0iFEFMjIXUiNCnrwSelVqhTOHahCBRy/te05/r72f3h9w335b2ClRrxVIofSEP25SMsk7yZf5o2BVcgaH2wxEjGQMnh+4x4ATj50QpVbMzIQht2qh5AoFUBs2hQAkpt3uCqBf4LcIJXBH35LmRE3BOeQpSQ2UZJW8slaN3Ufc1QddXUj/yuTxmBAGgzITJJJ9zNRyJGjJjlhN4f8egmy/fmbmkuiXSJjZl49D6wgdUkpD/InBT3schIgf8jOgSkDy4UEw0ixvd2a02zC2PkF7+Gg5o4aATmUugwrLFQvRhET4UStlcYz6zsYSJlMaa7jsHCOtxA1jpHf6w0xYq0ZouQqSWTIkhGQJkANvzmj3zIhOM3TISfRLI+MlHYoqLbJEoBhSF57I1HtZpQNv5rkmLiTasjNzIThDJv4OiQ4X9jNmz8pTx6lgH97ef1J+P8lyqwyD6T3Vfi2M/Wsgp0dr5JK91MXH8OEcYWJknps0fuqmRqgRHTaRKlZnzis1z1Y8PDr7QCsWDAZIcL8SQXheAQHs4QoGyFRKoDoNGvES2rLdreDk6ZAmraKYPuUnPCb4YbdNCvnDlaoJuVTKiyPkuVZSkidxAhRlXa0p1l4yhbe86Ft7N1X220NQkKmGJCGO2WJauJ2TfYBITeLHOmFw272dyMwLYCaHiCIMBUKuaFs4yvDS6C89XI8JE1nt8mW7X8DYPrkZejomYdroTneVFTD7F0sSsyh1JneBcCYSEiUKo20YfLYGzsBiyiFKIxw1Ft1MaKIUiqV4l//9V9ZtGgRjY2NtLa28qlPfYodO3Z46p166qkIITzLRRddVNY1Y1NsotS+G7NvwO3scoXfMqZuzU0+6YRwMj6liDfcY6tKA1KSkOmaJktTJunUxQW9fZKf3jaypnfweJNkJuzmDblFFJKk2XUyGbkNqWVIcb6wWwARUv1JXv8S2cSIgLKcdWROf5KKXEbunR2v0bd/NxG9jtaWo4MPzvWvtFZHvA3CRC6lpMuwidIwKErVeK5VEy9s3Etnf4pxjTGOnRUmmgxR+xhRRKm/v5+XXnqJr33ta7z00kvcd999vP3225xzzjlZdS+//HLa2trc5ec//3lZ14w0jSYyYTxIycBbGy3FwCFHprU4o98MxdidlrYKIa11p/NNmFFSUmdARr0dNBmvUqKGR9kIIfjXL1gPtxv/p3NEqUruSDdgwA57Dsio4k/KoyiZmXBbrmzc0iRDlsz8YTfwrufKmxT0b1DNn+RBABFy63gM0JlVUxq8u/lxAGa2nkQ0UiALdcFpUTInr+kRb3na1mt2kiaFToRRNA95U6rxXKsmnLDbBw6fREQfUV1Q9ZDvWVLsEqJslDzXWzXR3NzMypUrPWU/+clPOO6449iyZQszZmRmOm9oaGDy5MHLugIY+5FzEE11xOdMcztBqUnU0W+mqWGYkrSQRPWMspQSOhFhktJ0S10SXlVpQEaJSctcHMVkQJpEMUnIVM1OlvuxD43ihh/tY+2bSb79o318//raH95rSJMBmWZAmgxIy5vkkFXr1U+QtCwTdya8KjCl5U9zyLITissKu5nBfqUsWTzw1X665ZHQAxNN+lSnnCkBpCQ50I0QgmikgelTistAncskXhScY/0j3or2L6ntH5rRaL3mPgCa9QloQhvyKeyq8VyrFtKGyUOvtQFwxsKR+z6GG8LMrRQXe3yI8jHi6XxXVxdCiKxJeO+8805aWlpYsGAB1157LT09PXnPk0gk6O7u9iwASGhYeAR1c2cj9KhFkuzOyFQ6SnXuN0d9cL0ttr/F3xn7O+qE1ElJGLBDRLWaV0nXBf/5tfEA/PcvOtmwqXYVMAdWSNN0R7o53iRVTXLUPidcmjJ118RtESfr1TA1THtxk0yaCikKGO3mht3MPH6kYtSnHP8Si/InqR2+/dWqrxvL8Ud/gaULLyOix7OPyQV/nUJTlwy1T6mC558SncP7mj7B4XUnVOycpaISz7Wcz7Qq4un1HXT0JhnfGOM9Yf6kECMEI5ooDQwM8OUvf5lPfOITjB492i2/+OKLueuuu3jiiSf42te+xr333stHPvKRvOe64YYbaG5udpfp06dbO2w1QJjCs+3mU7JN3WaAqdvpWK2OV3M7X6dDVr1KAzJqh4J0BiQMSIOETA/NjasAVryvgdPfW08qBV/+945qNycvUtIghcGAPdJtwL7fzqKGRK31iDd0aurufH7OKEfHxO2QZMu3hk2WcoTdbAIl1LAcRYTd8nGAQfqTAITQGFU/AUypjI6TlcnIXXKOpOqPeAOIijiN+tCH3YJQqedazmdaFXH/mu0AfOjIVqJh2K14hKG3qqKmv6l33nkno0aNcpenn37a3ZdKpbjoooswTZObbrrJc9zll1/O6aefzsKFC7nooov4/e9/z2OPPcZLL72U81rXXXcdXV1d7rJ161YgowDsf3M9e++8n/1r37Y7PMuTok5pooZm/KpS0ozkVJW8ypJmd+aSFEbNGruFEHzvGy1oGnT3mAwM1Kb6BdZIt4Q0SUjLm5SSOgNm1B3pNqCQpAFVVXLUJJswOb6kIBO3R1FyyZBw17PCbCZlhd3887u58BAvab/a+wL8SX39u9i09UlMI1XcQ9QmTgXr1CJKHPE21Biu51quZ1q10JtI8+g6y5903tFTq9qWkYZqjXq76aabmD17NnV1dSxdutTzXQ3Ck08+ydKlS6mrq2POnDncfPPNnv2333571oAEIQQDAwODuu5Qo6Y9Sueccw7Lli1zt6dOtX5cqVSKCy64gI0bN/L44497/nUFYcmSJUSjUdavX8+SJUsC68TjceLxgMRyUoAJ+19bR+9TqwCT+kWHWc9eLUOSNM0Ku7mqkpAYmqIqCZ2EiBDRDEtVElF0JFFhEJUGAzKKZprENANNSnTSxKSJZfMW6KL2OO3iI+KsenAaS4+M12wuFCcdwIA9p5ujJqWwSFGGMFnbab8RX0kJoJr1XW+S38StLK6vwFNewOTtKjp4CUyOf4f+vEo5/UlKHSlN3lr/AJ1dG0kMdDF/zoeKvp/F+pPyGrmLychdpRFvmxOvszO9iRmxI5gcnV1+G/JguJ5rOZ9pVcLDa9sZSJnMaWlk8bTqqHUjFoPNhVTGsffccw9XXXUVN910EyeddBI///nPOfPMM1m3bp3HN+dg48aNnHXWWVx++eX8+te/5m9/+xtXXnklEyZM4Pzzz3frjR49mrfeestzbF1dXdnXHQ7UNFFqamqiqanJU+Y8TNavX89f//pXxo8fX/A8r7/+OqlUiilTppTcBqcjqj/0UHqeeIaBNzdY/6w1XFO3NDVMU1qGbsAwJYZmkjY1dKGRFjppzXSVJR2TqGa4IR8dk6hIExVWJ67Zhu4BaaJhoJGmQdTmtCHHHFVXuFKVkJKGbeCWDEhhe8BsFc+MuSMOB3yqkqomJU09d0oAiWvgzihKomgTN+T45+dbD1R8JLnDbi458ilLWERn67bn6OzaiKZFmTn1JGUfxT2QyyU4g82zVCkjdx4itSu9hU5jF5PM2UM2GW4tPNeqgfvXbAMsNalW/1iFyOAHP/gBl112GZ/5zGcAuPHGG3nkkUf42c9+xg033JBV/+abb2bGjBnceOONABx++OG8+OKLfP/73/cQJSFE3gEJpV53OFB7MkUepNNpPvrRj/Liiy9y5513YhgG7e3ttLe3k0wmAdiwYQPf+ta3ePHFF9m0aRMPPfQQH/vYxzj66KM56aSTClwhAHZHVTdnDmga6V0dpHbttUiSs4DH1J3Xq2RmQjz+kM+AGXNDcQmpMyCFm1upllMGAHR1G/zz/9nFX57ur3ZTAGuUmz/kNmCHN5NuyNO63ykz4o50S5gREqZO0tRJmhEr1YOpkTK1bDXJ1DJqkqocBZm4/cQnYBucchlIrPxhN0+2bZd4+ciRL+zW17ebDRsfAeDQ2WdQHx9nHeMnD6X4kwZDrDzXLNOfVKGwWUom6DSsRIgTotMqcs5iUJXn2jBje+d+nt1gze324TDsVjIqFXrzm/sTieAZFpLJJKtXr2b58uWe8uXLl/Pss88GHrNq1aqs+itWrODFF18klcr0X729vcycOZNp06Zx9tlns2bNmkFddzgwoojStm3beOCBB9i2bRtHHXUUU6ZMcRfnJsZiMf7yl7+wYsUK5s2bxxe/+EWWL1/OY489hq7rJV9TSMtjosfrqTt0LgD7V7+mjGxyCJPmhmLyeZWcvEpOtu4BM+rptD0qh52xe8Ae2l6rfiWAb/9oH//zq24+9fmd7Oqovgk9IdNuyM0iSdkGbte8LSM2QYpm5U3K6U1y1CQ1JYBj+ncJk02g7MVv4s47qo0c5b79RYXdsOqYpsG6N3+HaaYZN+ZQpk46tribWa4/qVY9SzmwJ70DiaRRa6ZByx/2qiSq8Vwbbtz9whakhBPmjGf6uIZqN2fkIddzoJQFmD59usfgn0uh6ejowDAMJk2a5CmfNGkS7e3tgce0t7cH1k+n03R0WAN+5s+fz+23384DDzzAXXfdRV1dHSeddBLr168v+7rDgZoOvfkxa9asgv8wp0+fzpNPPlm5iypftMbFixl4az39L73G6DNOBdPqHzGFJSrYSoMQwuNVSgkdTUg0w0RDZhYh0YWJbproSDcEp0trW3NeMeyy2vUrfeNfxvHQY/2sezvJp7+4iz/9egqaVh15vd9M0i9T9EtJn6l5SZIZc9W8hL246QDsLNwOmXUIb8rUSBk51CSVDDlqkikyZm1ym7jddY8CJT31c6KUsJtdtmHDQ/T0bCcSqePwQ8+zwh8lcJmK+pPyoZIEqwQj9+60ZXZuiQyfmgRVeq4NI1KGyd1/t+7tJ4+fWeXWHNzYunWrx/tWyMPmD5FKKfOGTYPqq+XHH388xx+fydd20kknsWTJEn7yk5/w4x//uOzrDjVqr8etNbidlqBh0UIQguTmraQ79nlVJYmrKqkj4NSQjWMSTrmLkrMnRwjO6uQ1Wxkx2C+TNZlfqaFB466fT6KuTvDIX/v5z5/sq0o7rHCb15fkeJAy99S+vy5hipBUFyNC0tCz8ybl8iYFqUlZSxEmbt9SybBbYqCbtjZrdNThh51PXXx0JsznpAUoZn63cvMn5Tqu0qpTmUZuKSUdaWvo+oRI9YfRH0h4bN1OdvckaBkV5wNHTCp8QIgsVCr0Nnr0aM+Siyi1tLSg63qWirNr164stcfB5MmTA+tHIpGcnjtN0zj22GNdRamc6w4HQqJUAM6oJWFCpLGJurlziExowdjTZXtTFK+Sm4DSm1fJCeEkDd3qhJVOOWFG3A7b04nbHXmfjNEvI/SZGv02WarV/EoL58f50b9bSeT+7Tt7uf+h3mG9fkKm6DdTDAT4krzEyF6UkFvCiHjSARhSI2XoNlES3izcfm9SkJrkpAQwlaXQg8y3nnvJEKJiw27x+GiOXXolh839EBPHHV4cQRnM/G6Vzp80xEbufcZOUnKACFHG6JOGzMh9MOLO57cAcOGx04hFwi6nLDi/xcEsJSAWi7F06dKsjPErV67kxBNPDDzmhBNOyKr/6KOPcswxxxCNBs8yIaXk5ZdfdgcklHPd4cCICr1VBeo/fFMw8R8/DY11iIj9IFdHwAmJFBqmMDFNQVpoCCExNEHKsMJvarqAfCE4HRNNM8EEXbPLpVVfJw0mNGi1NxLuMxc388rrSW66rYtPfX4nT/0hytGLhn6IspUGwJqipN8lSV5fUmaJ+NQ8S+FzDNyOP8lJB2AqizvXn3+kWzFqUlaqAO9SjInbhaok5Qm7SVPiCNYNdS00tI4vKdwGBCtMHuKSWR/2+d0qpEjpIsLEyAxioh5NaIMjYyFcbOzo45l3OhACLjq2OkO7Q5SHa665hksuuYRjjjmGE044gf/5n/9hy5YtXHHFFYCVp2v79u3ccccdAFxxxRX893//N9dccw2XX345q1at4tZbb+Wuu+5yz/nNb36T448/nkMPPZTu7m5+/OMf8/LLL/PTn/606OtWAyFRKgRbIUBYz2Q9Xm+H2ayYqeVRsvpChEBquNm6hQBTSNIGFkkyNTRsv5KQaMJEMyPWq3BIk4kmzYx5VsP1LFmkLA2YGKRqliz98FstrH83yavrkqTSQ99xOiSp3zRcktQnI/Sb8Zy+pKCQm0OQUqZOytDddACOmmQYdkZuE5skkSFARapJ4PUlZUK72etBZsxcoTeHZKlht1RqP6+9/Etmz3o/48fO9d4055jBhN2KhXPcUOdPGgSa9RaOanh/VbKAH8j4zfObAXjfvImhiXsQyPqjVMbxpeLCCy9kz549fOtb36KtrY2FCxfy0EMPMXPmTADa2trYsmWLW3/27Nk89NBDXH311fz0pz+ltbWVH//4x57UAJ2dnfzTP/0T7e3tNDc3c/TRR/PUU09x3HHHFX3dakDI8MkQiO7ubpqbm5l73bcRjXGkDmhYREiXGGYKo68bfdJY0CTo1qJFTIQu0TSTSMRE102iukEsYhDRTOKRNHE9TUwzqIukqNdTxLQ09XqKBi1Jg56kQUsS11I0agkatASNWoI6kaJRJGnQUtQJgwYhaRQacRGpSbLU2WXQ3WMyY9rQTuyrkqQBCf02SRqQUfrNOH1mnD4zxoCM0W/G6Dfi9JsxEmaE/UaM/UaU/UaUpKkzYNghOEMnYegk0zppQydtaBiGhpHWrdCbIZBpDQxLURKGAANE2loXhv1gM8hsm2Re1XW3TGYSVJqgKeWuCVytJ5V9hrJul5vpFK+tvo3OzneJx8dwwrKr0aSukKICREmV6wPLlHWlXJjZZTmJkie0ZmaVFRV6y1XHXy9HnZyPPyX0lpZJHu+7i66uroJJIGsZzjNtuN7HQMrg+Bv+Qmd/ilsvPYb3Hz6y/UnDff/Ua55wxreIRMvPWZdODbDq4a+P+O9wtRAqSoVgh9wQ0lKNJPS/8Sa77vgV0YktTLnuKldVQthKgwCJlYRSCIEhNFKGRAjphuA0IUkamfBbUlghN02h/jommiMtaSiqEoCBqizFRaSmRsONadYZ05wZtrzqxf0cNifG+HGVG8qsepKCSJJq3s72JWUWJxGo40lKmRppQ7cSiDphN0PLDrkpI94805QQoCbZH6NfRQpSkPwj3vKZuIWiADmExzRSvP7Kr+nsfBddj7N44cVoRLwnLRYlhN3yluW9RnX9SW2pDTTrE4Y1JcDBgD+vbaOzP0Vrcx2nzptY7eaECFE2QqJUAG7nZBMhBNRNnY5Mp0lu3U5i0zZis6daOwRIQwNhuukChNAwhB16s0NwKZsgAS5pAly/UmZdCcFZhRYUsmQigRQmJnGiREXt5VR57Kl+PnxpG0ccFuPPd7VWhCz1m0l7dJvpCbepJKnPjLvhtn5P+C3iJpa0TPaZUW5BITcnkWgmHUAm7CY8hMln7vZ5k4T/VQmbZZm4IYtAFWPilukUa9f8in173kbToixa9Emamloz36Ni1KQgFEF+RqI/KWkOsHb/00gk7xn1URq0ptDIXSHc+ZwVlvn4cTPQq5Qq5EBBNUJvITKoHQmiVuF2dJlOT68fRePixQD0PvNcxsjrJhe0OlVTSRfgjJ5yVIukO0VGhKRpGYo9SoeM0G/EXUXESRvQZ4+K6zej9JsRBqSgX0r6pUG/TNZkUsrWSREaGwSrX01w6nnb2d5W/qg9Q5punqS+IkiStR2x12Pu/c2kAtDdaUpcRcnOmWQYdhJR3+IxcKvKkUkmb1KukW6qNynA3J0vJQDgIVJ+E7eRTrB2zR0uSVp85KcYO3au/f2VxT8sixntVmpagHxht3znGWK0p99FIhmttVgkKURF8GZ7Ny9u3kdEE1x4bJhuYdAw5eCXEGUjJEoF4EkKqCQRHH3cCQD0vbgGs38gM1u8r1M1jWyy5OTmcecTM5xUAbrbkQ+4YSKrg++3vTZ9Zpw+6RCmCP2mlTqgz5T0mwa9ZoJ+s7ZyLR0xL8Zf75vG1Ck6695OcvI523h7Q7Lk86TsPFJOMsl+KeiTEde4nYsk9RvxLIKUMBySFHHN2ykl1KaG3NzRbo5iZPhCbj4i7cnCnWOkW0ZVClCTgha8BCrIxL1jy3Ps27MeTY+x+KhPM3bM3NwKkaom5cJwhN0KodiwWzH+JB+klOxIbgBgSnRugdohSoGjJi1fMImJo2t3PsgRg0LPh2KWEGUjJEqFoHR2Qgmt1M2eQ3TCBGQySf/fX/aoSRi+3EqGo05Y3peU4WR7toaoJ03d7bSd3Er7jaiigkQ9ylKfY1KWMfpklH4ZoV/q9EtslSXF/hpTl46YF+PpP0zj0DlRNm9Lc/I523hq1f6ijs2oSElbObMybvebEVtZy/iR/CQpoYTaHIKUMCJuKgDVl2SYGmnDGvnmH+XmhtwMkR1yk35CLbxlQWpSEHnKpyYp5Aiy1SSkZPqMk5g05WiOPOofGDtmtuceZpm4VfhN3H4MZdhtuOZ3C2hfl7GbbrMDgcbk6OyAg0KUg75EmvvXWMk7L142s8qtCRFi8AiJUgGonZzTQQoTNARNyyxVqefZ5+w0AoqKYNijo0zsjM7CGjllKoTJQ5YshcMagZVNlpzRWv02EXBIQYYw2cqKLxSXkKmaUZdmTo/y1B+msnRxnI69Jh+4YDt/f3kg7zEJm/T1yxQ9pkGPKekxdSsJp4y66pp7L1xlyVKS+g17hJsZs0iS6SVJSUdNcka3SftzMjQ7saRNeA2HJPlCbs53wq86+pUkZXswahKoZZKuvRuRaWvCSYHG4QsuoHnMLHe/E3YrCc5x/rJC6/6yGk8LsCW5DoDJ0dnEtXqrMPQnDRoPvLKD3kSa2S2NnDAnOCNziNKgToVU1lLtNzDCEZq5C0H9x+8Yuu3X0UuOYe+fHyS5bTvptl1EWid4ciu55m5MaxScMBEik4hSCI2UYt524Fl3ekcNdNO0k1tijYcTGqZmh4iEhilSmEJgCANDmBjCICVM6oReM0bviS0Rnrh/Kpdds4tEQrJ0cXAyypQ0SNlZyFNId0qSATtBZJ+MkZK6pSA5Wbelo755w21BJCmpkCRPSFT1JUmb7Bpa4Cg3iwB5J751s3X7VaYAVakcNUlIKz2ANE22vPUYW9b/hSnTj+OwI85z750bmlNRwMQdhCELuxVbr1iVqoyw24DZT3tqIwAzY0cUd50QBSGl5NfPWbmTPnHcjKrN93jAoYzs2lnHhygbIVEqALdjM1EIkABTotc3MvGCi4jNnEF0wngrEaFL3+1RcHYiSlOAKuAJn7NW5CExprRCQACGtMiRgYYhlFdNYJBZrMQBJnVIUjJNSphEhUZcVJ8wNTRo/OZnk0gkpPsg7eo22N5mcOhhukWSMEhIk6SUJCQkpZaZt03Nsm16X9Vkkv1mLBNuMyMMGBkDd0ohSSlDSQdgZHxJpqH4kgJGufkVJI+q5FOWhHIOj5qk1C9WTUomenl79V10dljzI0kpkdJEc3xSeNWkYkzcWXmSHBTaZpjCbhVOC9Bj7EEnSpM+ltF6S/nnDuHBq9u6eH1HN7GIxkeXDu/kwiFCDBVColQIdmcm9WxFCROajlxiZ+PG7tEEQtiEyVGVRIY0SVNYqo/hjXoW+7/L0JTjbHUJDWs4u3BIk4ZBipi0VKWYMDEwiSFJSYswRYVOBL1quZeEENTVZd71576yi/sf7Of/fm00l3yqnjQwICFFRkXyzttmKUpBJMkZ3aaSJFVJcjNv21OUpJ2UAI7xPisVQK5RbsJHhoKnMVHTAagj3vzkqBg1ac+219jw6v2kkr1oepRDF3yEyVOOdslAoJpE5vhiTdzeY3ORlzyq0lCG3Srw77glMo33Nl1AUhbnkwtRHO60M3GfvWgKYxtrLxHuSEWYHqC6CIlSAaiKgLSJiSUY2dkn7dxKmGDs70drakAKEAhPf2WLUuSyhWk5vskmdj4fqWWXI0gJa76yOi3lhuJSpk5K6NSJFEk06jBISpOYMIkLSQxJVJpEhYEmLdJUDZXJkCZpDHr2p9nZkWZgQPL/fbWL//3zfr727WZaZ8ZskmQRoqQ6d5sZJWUTJ1dFstMAqCTJybrtJ0lOUslkOkOSDMOaesYJt7m+JCf7tjLKTfhCblkkSnrXVVXJyaKdFXJTyrHJjLMvlehj48v307H9FQAaRk3i8KM+QeOoSe55PF84VU3KR3RymLizygrN7VbpsFu5KEF5iogoEaFkjg/9SYNCV3+KB17ZAcDFx8+ocmsOMPh/3+UcH6JshESpAFzFAFxC5A/BmckBdt17D/1vv8X0f/sK2uhGJDLLr4StNJnC7nyFNR+cAaSMYr7JMUypuaE4Q2rUaSlbUcqE4qJCd9WlmDBIiTR1Ik0K0yVMUeGQJUEUA10KokJHs48fKjjkyJCSFAamlJhxya13jOEXt/Xznzf08Ldnkpxz+m4+9bkxfOyz4xExixClbCLkJUoRT7jNP8ItH0lKG5prtLd8SVp2viQPIfImlswKuSnfFY9apKhHhQzcOfMmmQadu9aD0Jg+5xRmHHI6uhaxiIpPTQpKCeDJ3p0LgzVxl4JKZeMuMewnpWRfup0x+iSEKFLHDf0dReG+NdsYSJnMn9zEkhljq92cECEqhpAoFYJvtJIbggPXi6RF4qT27EEmEnQ/9Qxjz1wBCK9fCYfUW7KUqcbNimmG7VEypbDVJIsUWYqTRlRLY9pEKSZ0TKGREhHqtCRRqZMSEaIKYYpKE11IolISFQY62K+CqNDQ0NCFwFoTZYXoDGliIjExMaT9aof/TCApJSaQkpBE5yP/0MxRp47iO/+2j78/M8D/+2Enf/7ffv6/m+Yw6ZB4loqUkrqPIEXdKUmKIUlpV0nS3HxXrnnbHeWW8SV55mpTFSMnl5LqR/IpSsUauFU1qX/fdhqbWhESYvEmDjv6QmKxUTQ1T7OvoZCffGqSs88/D5uZn1QpX77MejHhtqFMMjnItAAd6W281L+SZn0CxzV8sHiyFCIvpJT85nkrd9LFy2aE97XCsJ4P5RP2wRwbIiRKBaGqBFIoITilXBOCcae8n/a77qD7mWdoPuVURGPc8isBEgmOuds6gkJkyerjLFJkSkHMzolkatarYatKphQYmkZU6rbJ2wrHGUIjKtJuWC5F2kOYosIgJk2iwkSTkpj9GhUSXZoWSZKgI9CEQLeJmma3VQ94EBrKj9EhRaZdZhEkac9QZ5EjA0FKau5rSuqMm1nHv/+yib/8sZ//+fd2entMGiaPcqcgUVUklSil3WSd6qi2TAoAQ5nDrSBJUkmP4Qupqb4kNQTnV5cCRrepE9/mMm8LCf17d7D99UfZu30t85Z9ipbWhQgTxk06PBOes7+bxahJBVEDJm7v/qF5qEspWT/wEkC2ohSG3QaFv2/ax/pdvTTEdD589NRqN+fAg/NMGszxIcpGSJQKQenA/F82CRb/MQWj5i8i2jKBVMduelatovm0U+06trnbIUvYobs8ZElKQUTPJiIOaTKlII6ww3BW+Cil6ZgIUlInrqVcj1JKGCSlTkwYRIVBnZZEl1GFLFnlCWnNM+coTbqUaIAupE2YLDgESQvoy9TbYyikyNq2jNmGq4ipJEknJSMkpU4Ka/3oDzbxnZMnsXVDEqO+gX4jSiKtcffX3uDwFdOYdsIU0igT29pEyUreGXHnbUv6RreZZh6S5Mm8rZi3DZGtHOXxJflDbsL2JfmVpYzaZO3r37ON7WtXsm/76/ZdE/R3tcGUhRkS5J5DKsZs34fgU5OKntfNXzbUJm7P4bmuVULYrYA/aVd6Mz3mHnQizI4tKqpdYditOPzGNnGfc2QrTXXRArVDhBhZCIlSATidn0NzpFA6O2dUG6BpOmNPPo1d999D11NPMvrE9yDqIvZ+W1kS0uqEya0sBQ1aMqXA1AWmoyrZZCOmpd31iDQwpSAqDCsUJwxMzXqNCp2UMFyFySmLCYMBTGLCQBMmMWm96lKiYxEnizBJizyRUR5yBeJcYmSTIqvMTlkghUuMrNdI1mvSJk0pqSMbI0xaNJpew1KPXn18F2v+sI01f9jG+EOaOfKTRzD99LnIaMaPlLYznavD/z0pAJSEkqaaM8nJuq0mlTQy5Eh4pi1RyvORIx8xCvQhGSZ7t6xl11vP0LNzg/Oto2XakUybfzqNoyba51K+GL4h/0OqJg2liXsYw25Smrxjq0kzYwuIaeG0GpXC3r4kD61tB+ATy0IT91AgDL1VFyFRKgSls5N+0qT4laSA0YuWsvfxR0h3ddLzt2doft/7cHo3dySc7iNLwiETdmJK3+g2S13KECTpkiYNUxekhWmTJqsspRm2odtww27WqDYvYdKFpSrFhMGANF3SpAvT9ipZhEmz36BDniD3CD2njWARJefVtJUjA81d95AkO+ymkqTMa2YZO38CR198GK/d9y573uni8etXEfvBS8xYfghTzzycUYdOdv1ITqgtZehWMkl/CgC/kqSSJEMhSQbZ5m01fJbHj6SOcssVbhMIdr7xJL27N4EQjJ9+FNPmv5/GUZOsh6OBQpAUM/ZwqknFmriLeRhXysRdItpSG+k1O4kQY2Z8QcE2hSge967eRjJtsnDqaBZPG1Pt5hyY8P/Wyzk+RNkIiVIBWKOKnKBZBqpfycmvpGkRxp92Bjvvv5vuF//O6JNPQUQ0u3cT1ki4LLKk2R2MrSwpnYaUAml3FlIKIg5RQmBqRkZVstWbtDCJ2KG4tNBIabqiIBlEtXRmXRjoKGRJmOhIm0RZ65pNnABbYXJIU+6OxbC1JiedgWGbzU00z3pS6jZpckhSxAohBhCklGm9ahMaOO7q4zjiH5aw9t71vP37N9m/u493fv867/z+dY6/9ZPEZk5ySZJ37rZMCgBpFiBJqvfIpxz5Q3BBiSZzjXJL9nbR9e4r7Hv3Zeae+mnidU0ICa3z30dvy2YmzTmeuoaxXkJFdshNHRFXE2pSLvN3JU3cfpQQdjOlyYbEGgBmxRcSFcHZ4LMQ/gsvCCkld71gmbg/cdzMKrfmAEbQb7XU40OUjRFHlD796U/zy1/+0lO2bNkynnvuOXc7kUhw7bXXctddd7F//37e//73c9NNNzFtWumZYh0PiXSyHjsdlvJcVvMrjV50DGYyQdMxxyLQkCZO4I2cZEmCG4ZTUv47/7RNKYjYJqGMoGCF4kwpiJimqy5FbN9SWjOISMMlTFFhEHVIk5a2SZGlMg0IiY7pKk06phWCQ6ILE81+syppygdXTXIIkq0iOcTI8ilprpLkkKWUTZ78BCklddeDlJYaZmMdh12ylJkXHkP7izvY/Kc32d/eQ2T6JDfctvnnj2NKQcPCWcTnzUQ0NGbyJPmN236SpLxmE6Bg87bXtG2T6GSSvh0b6dnyFt3b3mJgb5t7j/ZtfJnJ808GCWOnLmBc6wJffiWZrUCRMXBnhd5KUJOyUAk1qRgMRrkZRNgtIfvRiRAVcWbU6HQlw/1cqxRWvbuHdzv6aIzpnHNUa9XaESLEUGLEESWAM844g9tuu83djsW8GWCvuuoq/vjHP3L33Xczfvx4/uVf/oWzzz6b1atXo+ul5QhyO0nVjO2uOZWw8isBmqYx9riTkZq0s3VTHFkCLI+StF8FUjeRUqDrpjsKTtc0TN1AN63QmyFNN/wWEQYRqZE2deJ6mojQswiTjklURqxkk0gPadJckmQRJ4ck6XavrNu9rKMs5UJGTdIUn5JDmDSXEDl+JYccGQpJSpuask+zRrCZOmmp2b4jnSQ6o5fM5fCjDyWZFKSlnQJgwKDj4TWYAyn4w/MgBLHpE4kfNpPY9ClEZ08jNn16ySRJ84+AU8JrMplCJtNEYvWWMbttMxvu/2+kaXi+KI0TZjBu1tGMn3FkYAZuh5irhAmUOu66z7eE/zwyi1Bl6smy1aSsskqauMvNnVQgRFevjeKEUefSZ3R5E0xCTYXdhvO5Vik4KQHOPXoqo+IjsjsZEQgzc1cXI/KbHY/HmTx5cuC+rq4ubr31Vn71q19x+umnA/DrX/+a6dOn89hjj7FixYrSLia9i+pXUhUEx48tARw/kmmw/913qT/0kOLJkv2n30pbpNmhN03pj6wVqVnkyTA1orqBlIK0phGRphuOiwiTtNRcwqSZkohmELVHulmj3HSbEGVIk6MmuaE2mzw56w50hTAZPm+V5UcSyrrm8Sup5MhEuOqRFX7TLdJjEyNDCpJmxCVIDlky7JFtaVPDEIJ02vYjmYIpXzyP3pfeof+NLaS2d5DcspPklp0A1C2ex8Qv/qP1eRmw97a70Uc3EWkag4jH0aN1aLE4WjRGpH4UsfETEabATCTpff1VzL5ejP4+jL5ekvv2ktq3m1RPF+OPeg9TTz4PTIg3tyBNg0jDaEZPncfo1sMYPeUwYrFRrlqUUYxyjYiTyndP5k4HYKtJub/DGTVpsN6kklMCVMPEHQAhBI1687Bes1QM63OtAujoTfDI67aJ+7jQxD2kCENvVcWIJEpPPPEEEydOZMyYMZxyyin8x3/8BxMnTgRg9erVpFIpli9f7tZvbW1l4cKFPPvsszkfKIlEgkQi4W53d3cDqqIEuPTGC1dhcgavAaZhsO22nzCwfQtTL/8cdXPnZJMlaZvCNfsMDgmzT2oJUpZvSeqWomRqElMKdM1SlyK6YedSMtGliWGapDWNmGaNYItoOhFhWgTJDs0lRYSIQ5TsV0dp0txwm/3qC7epapIagjN8d8UhRO66zCTHdF+l8JAjRz0ypWYN7/cpSCpBStseJMeLZJjCHfpvaoLG4xZQt3Qh0tRI7etj/5ubSb6zjeSWduoOneMmk5TdffS98FLwFw1oOvpYJp/3cYQBMmXQ/off5Kyb6ul0yUs01sCCj3+VaMNYNJnJveQYu/0j4PKF3PIauKFwyM2PaqhJpZi4Bwv7XP1mNzuS7zA7vhiN6k4EXQwq/VzL9UyrFO5dvY2UITlyWjMLp5ZAQkOEGGEYcUTpzDPP5GMf+xgzZ85k48aNfO1rX+O0005j9erVxONx2tvbicVijB3rTaE/adIk2tvbc573hhtu4Jvf/Gb2DrWzskNwBcmStNIFxCdPZWD7FjoeeoBpV3wREfV7lrDOJa2zqgE9KTPxPMe3ZM0SL93rSSkxJeiaxJCCqBSYmiBiD8WPaCamHZqLSM191YUkInQ0YZK2XzUh0U3TJU9gjW5zSBNkFCQtq6fOwFTeg0OK3HUpXKVJJUeOomSVWaTIROQlSM6Etg5Jctad6UhMe3oSaQq0UU00LFlEw1GL3RxJSDu8hs7Yc8/G2NeF0dWNOZBAJpPIRAIzmSTSMMoly3q0jsY589DrGojUj0KvayTWNJb46BbioycQiTd6RrjFGsdlwmsB5KeUkFtOA3cxkaORpiZVKOz25v7n2Z3eyn6zh4X17w04V+2E3YbiuZbzmVYBSCn5/eptAFx4bKgmDTW8f9jLOz5E+ahponTnnXfy2c9+1t3+85//zIUXXuhuL1y4kGOOOYaZM2fy4IMP8pGPfCTnuaSUedPqX3fddVxzzTXudnd3N9OnT/fmUbJJEFIizTxkyd5oee8ZdL/2EontW+lZ/XdGH7sMNKeecDtJl3gpapIV3tNAlzZB0mxTuZVCQNMsdUmzR8ZJe0ScbhMIXTNJmZKIMNE1k4i0CE9EM4homfWksPIkaUIS1SzfUkJ4Q23OelD4LQiZkW/CF34TLjFyJvp1QmvOuiltgmQrTcUQpMx8bZlRbVIKpIlt3HaybWfmbhP2aDc93sCYU07NjG7zGbeFgTt1CQhmXPDZwBFuOdUidVtJOikc87XrdZIFQ25ZZKlYA7fnSzrEalIQqmDi3p3ayu70VgSCWbHFQ3vNEjFcz7Vcz7RK4NVtXazf1Us8onH2kVMqcs4QeRCG3qqKmiZKbtf2ZQAAUC1JREFU55xzDsuWLXO3p07NTo0/ZcoUZs6cyfr16wGYPHkyyWSSffv2ef597dq1ixNPPDHnteLxOPF49rBhpyNDYqtBNjTfSDjFuG3PVkK0oYmW965g92MP0PHwH2k87HD05tGAQpYcdUYqviWXkHmJExJMqYM0XXXJ+v0IDFO64ThdM9GlQBcSQ2huSE4ISURqREwrpKaZukuaNCFJmLqVidve1oTpbkO2idufT8khRda6TZbUxJPOhL5OOgNbOXIIlaokGabmWXembFHDbIa0Xk3TSiIpTeGqSM6ktu7wf9O6xxnDtlDIjk2IpI8kqYRI4tn2kySPWmT6CRKZNAEFfEmFQm6BaQBc9SnHw9AlXzK7zHeOXOtFq0l+AhW0jzxhtwpMgGvING8MWKPFZsYWMkofU9Rxw4Xheq7leqZVAo6adMbCyYwOM3GHOMBR00SpqamJpqamvHX27NnD1q1bmTLF+lezdOlSotEoK1eu5IILLgCgra2NtWvX8t3vfrf0RqidmJ3mSPUsOdRJzacEuKmrxx1zMt2vv0SibRu7/3Q/Uz5+qe/8tlfGIUlSIqTw+pZsfxLSpy6ZElMTaJpE00ybSHgJkxAS3dQw7HVDmqSQ6JqlFGmmdP1K7mITJcAlS9Zb8ipLQfCQpRwkySFGqsKUtpUhN0TnbithNUkWQXKWLBXJJUhKqM1UiZJDaHzJJA2lrBiSpKpFgQQp23eUz5dUdM4kM3u/faPzpwPwl41kNSkHqdqUWMt+s4e4aGBu3VGVb9cgURPPtUFgIGXwwCs7APjo0uqlJjio4DwvBnN8iLJR00TJj97eXq6//nrOP/98pkyZwqZNm/jKV75CS0sL5513HgDNzc1cdtll/Mu//Avjx49n3LhxXHvttSxatMgdLVIKnE5MnQjXOymuQpbIhOcc9UnTdKacdSGbfvFDete9Su/rrzHqiMXguJJcA7gTirNN3o6ipAN2dmZ1pJ3jXVLDcVJKpG32zhAmiSEsD5MmJIap2VOTmC4pSgpbWXJJku1FEjIr7Ob3J2lCesiRA8ebpIbfVGKkkiWHHPkJklQUJGmXqQRJ2upRoIpk4g79V/MfeUmQb7h/QFlOkuR8RkrITc3InQmxySzilNeX5BKfQYbcfN/hwDIHI0FNKgampN/o5t3EKwDMqzsOvdRHXBVCFNV4rg0Gj72xk679KVqb6zhxbsuwXvtgRTiFSXUxooiSruu89tpr3HHHHXR2djJlyhTe9773cc8993j+of3whz8kEolwwQUXuInZbr/99rJyjbidmelTjjzrPrIErhgkgPqJUxl/wvvo2/g2sdHjXb+L08nhhtqUMmmrS75QnEWYBNKUCE0iNBBSt9Ul01aXJKbIECZNSAxNoAlclUkzLVO3JiRCSFJmRk0SiroE2SQpXx4lJ+QG2WTJmYLF2Ze2VSB3H2SIkpkhShJKI0gBKlJWqM1UiU4ZJMlVlWT2udzjZBZxUn1J/tBcluJUKOSWD0EG7iA1KUgVqkU1qUgT95sDz2NiME6fwuTo7PKvP4yoxnNtMHDCbh9ZMg1dy/6TFCLEgQYhc07bfXCju7ub5uZmln7s39FjdUgNpCYsLqNh8Rwts1jbIrOtkamrgSnTSE1ARLf2uYvMbAv7OE1mzmHvR2DlXALQpL2AsNeFJhEChJAImzAJAZpmZl5RiJJKmoS01C+FOKkkSVWRhC/slktRUgkR4CFKKjFSy6RKkJxy0/uqEiRLucsQJceoXZSK5CE7Ios0FU2SPNvKfund75q3/fuVdX/ITRiKWlSKmuSSGEVNCirDrh805YhfTSpElILUJJUo2eV5UwLI7PpF1VX2D5h9vLH/OebXH0edGEUg8hG4gMdhWiZ5vP9uurq6GD16dO5jaxzOM20w72NXzwDHf/svmBL+eu2pzG5prHAraxeVuH/lXvN9S68jEil/Iud0eoC/rr5hxH+Hq4URpShVBZ5//hI0q6P1ht8cdcmnLInMKTQtYhEn046upNOIaMTyI6nKEuD4ltRQHCLAu+T0Z6awzOU+hUmIjIfJNIW1La1XizQJlzSJAJLkkCfw+pL8ZCnrlimhNvU1iBiZjkLmU52ktFQk69X2IEEwQXLuQT4VSSnPZdrO9h2VQJIkOUmSx7zt7C/kS8qTWDInSVLhJ0RqWeaDyl5XyoomSUEIIEl5UaGUAHVaI0c3vt++bBHX9Zy3xPoHIR56tQ1TwtEzxhxUJKnqsP/IDer4EGUjJEoFoIZVXDJkkyUgIBSXIUtq/gCn1DRSdDy7ku43XmbmZVehNTZkRr85pCwoFCd83iWnjolrMvcQJgFCsw3gpnWgpSxZZMhPmhySBHjIE2RIkkqQggzdfmVJJUyZdS8xkmS2VXLkqEfqPpUkBREkDxlSVCRknlCbh/yQTX78BCoo3KaQqiCSJFy1Bw8xykeS3PruzVX25+rQFQN3wZBb5kPLLi+XYBQ4rugEkyVe35QG+9LtjI8UMddYDeVOGon446vWfIUfWhzO6zacCD1K1UVIlArB+efvTFFSgCy5CZFsb5HHziOBlEH3ujWkOvew80+/ZcpHL0VI23SsgTX6zTkPGXVJczrXzMg4J/yXkzCZlsJkCGGF5sAlTZbKhEuahEKMVPLkbKuvDlR7QtaffkdFClCVPOQnax1XPcIZxSZtD5Lz3lSCBBliZJd7vEg+MpNZD/Aj5SRG2eGyokmSQm5VL5KVjkAhx5BFkjxqkh9OeQk5k4oycDt1a1VNCsA7+19iY+JVZscXcVjdsfZlyyR7IXJi275+Vm/ehxDwwcVh7qQQBw9ColQAmU7ITgqZgyw5xCbL4K2KLAIi0TqmfehTbLzzx/S8+SoNf3+WMcee5PIrNxTnECBVXRKZtljtyEOYTECzTd/CriskCGFtm8624m1yhDCPuuQlSIXCbg78RMkhQk6ZSoxwyBJ4yZF0VCSFHDmv9mfhJ0iZkJnIKDUesuMLtakkxiy0XgZJUrxHLvFRCJOqJuUkSYVCbkHhtVwhN49fKYAs1bqa5CNV+9I72Zh4DYBmfUL+Y0MMCg/aatKy2eOYNLp8v0yIMuD/nZdzfIiyERKlQnA7W4nUcpOlXKPhpBAecUgADZOmM+mUs9n51z+w67E/UD99NnWTWjNZux2SoNkdoeNdEvZJpHTXVf+ShzAJMqRJYCkywjJ9S2ERIIc0YStIwpU/hE9hytyO0olSwLafGNnkIJPA06ceScWk7RIbhSApZMghQlkKkXOMXykqiiipBMd7bO7wmo8kKefAV88lQe73rQiSlH3Dywu5BShLJRu4VQyjmpQyE7zW9yQgaY0ewqToLPuyOY4rN+wWhusA+OOrVu6kDx0Zht2GHUGKcanHhygbIVEqALcjhJLIksuOhDI3nHCIEIw/+r30bV5P77vr2HH/Hcz6h6vRYnFUFck1bzsdqz36TVWXhIk12s4hTKbIkCMNi2wImRk5Z9qEylaQpKsySZcROeTJ8zacnrwYoqR4lVyCpJTnJEYKEfKoSPYJhOJF8ofVPIpSFvnxm7oz9QL9SH4C5D8uB0nKqST5SFLQCDdHHcpLklTkSyxZasgtF/EqVCfonAFlQ6EmSSl5te8J9ps91ItRzK9flufAAgg7kYLY2NHH2u3d6JrgzIVh2C3EwQWtcJWDG97RSf4OkOCOMqtDlT4TMWhSMHXFRURGNZPcs4udj9yXCeU4c4uZWBO3qnOO+fY5029oabuuIcCw19PCHf2FISCtQVpYiyGQhjUPmkxrmGnrVRoC0xDWtrNuTxFiGBqmoRdeTE2pnzmf9Srs62iZ6xt2+4IW0/u+sN9X5n4Ie8F7/wzfvXPvmfLZGHjDclnrxZOkXEpSRgFz9ucmSQXlcZdAFZlY0h9yc8tzk6WCySWLVZOKwSASTG4YWENHehsaOkc1vp+oiNvNytH+UE0aFP5kZ+I+6ZAWxjXGqtyagxBmBZYQZSMkSoUgSyBLPjLkJUcyq040PorpZ16MFovTMHWOV/Uw/ItCCAzQ7M5fC9hnEQmRIRXOtkOazGzSRFpDOiQmnSFPprJtlYmilnznsK7ja0Na8xAkoSwo78EihBki6JAgD0EyQTOEjzRlSI5mkPVZqefxjGzLsfgJsocUK98TD9lyw2MEkqSyUgGUEnKzj/eUKetlGbiHSk3KkxKgz+hiw8AaAI6oP5HR+vjc5y2EUE0qCo+sawfgg4smV7klByecUW+DWcrBTTfdxOzZs6mrq2Pp0qU8/fTTees/+eSTLF26lLq6OubMmcPNN9/s2X/LLbdw8sknM3bsWMaOHcvpp5/OCy+84Klz/fXXI4TwLJMnV/d7F4beCiATepOWz0cjdxhOrWPimqpdj4/t2HZ9SwIapx7CvMu+htbQYCkmmtWRSmdqE4EnHIfm9S9JzT6/GpJzTN+2D8mZrNetZy9S3cb36jRQyIzQIdRKvmOCfodOmROKk0q5mkrAJQpq6A38fiN/+M25915ztfAoOO46GTKTNarNR3iz/EjKeXIS5UEqScWSpMw9k0MTcisGQ60mFVC1GvVmjmo4jc70bqbGDi18rVAVGhR2dO5n7fZuhID3Hz6p2s0JMUy45557uOqqq7jppps46aST+PnPf86ZZ57JunXrmDFjRlb9jRs3ctZZZ3H55Zfz61//mr/97W9ceeWVTJgwgfPPPx+AJ554go9//OOceOKJ1NXV8d3vfpfly5fz+uuveyaHXrBgAY899pi7PdzZ5/0IiVIBOIpAFhEC64EuhJs6wBpTL21fkHMCsifMdXxL9nYk1mD1GwJSvd2YZprYmHEZT1IWWbJIhfQQIjL1wQrJCYtQZciR40+y2iCEr51BpMnNCeXrvHx8CcgmS/6M3QpREip5UomRSjICyoNJiI9AqeEycpOebEIUEGrLRYY855Ke9mV5kqS6XSZJcm67W54hSTmzb4OvPDdZqik1KWt/NtGZFJ3lmrcDr1cMCtUPCRYAf3ljJwBLZ4ylZVS8yq05SFEFM/cPfvADLrvsMj7zmc8AcOONN/LII4/ws5/9jBtuuCGr/s0338yMGTO48cYbATj88MN58cUX+f73v+8SpTvvvNNzzC233MLvf/97/vKXv/CpT33KLY9EIlVXkVSEobdCcDpCpdNTQy0o2xkDsdKZZoVrMnU84R0DBnbt4N1f38jW+/4f5v6B7GP94TgnxKSG3fxhJU8YSz0+E5bD52vyvDohO9czJDKepyw/kW9f1vWVMKCBG/bL2T613B9e871/zID3LzNhNk8Y1HePgkJtXjN4wOdaIknC+a6UQpJU5MiXFORLynx3A4hKOSE3z+8hYN8weJOklGzYv4YBs6+g4uRBSHYGjUfXWUTp9CNCNalqUP8MlbuUgGQyyerVq1m+fLmnfPny5Tz77LOBx6xatSqr/ooVK3jxxRdJpVKBx/T395NKpRg3bpynfP369bS2tjJ79mwuuugi3n333ZLaX2mERKkQ1A4xQCFQVQK/VyXLw+LvsJ3O116PRBvANEh0tLP9T7+GlKkQAqVzzvIvkYNsZBbN8S6lBZrr+VHqpL0kCcPxL2XvK7gY6nlwfUjZJMw2oaf970FkkRn/ey1IEO1jnHubmzB5CStZn6OzLgPKi1eS3LrFkCTlu1cwX5JbN0BhwndMuSG3MtIB5FST/CSpSG/SOwOreWfgJZ7rfoC0zH7oVnzKypBgAdA9kOK5d/cA8IGQKI14dHd3e5ZEIhFYr6OjA8MwmDTJ+5lPmjSJ9vb2wGPa29sD66fTaTo6OgKP+fKXv8zUqVM5/fTT3bJly5Zxxx138Mgjj3DLLbfQ3t7OiSeeyJ49e0p5qxVFSJQKwBvqkZlRU4rnxBNSyVIiZFYHnK02WZ11rGEMsz74jwg9Qs/Gdex88o/eDt/IQZg8ZCIHiQgkHo5BWqlvkxbXNO0jPp7tXEsWKVIJWcB57XpZJusiyGA28VRJUCHC5FORAs/lM2T7yHGQ2lRuuM2Fz5eU17xdjC/JDCBOtRhyy1F3y8A63h14BYBD6o4mIqK5z+k5Xx6yU2lidYDiybd2kzIkcyY0MndCjkmGQww9KqQoTZ8+nebmZncJCqGpEMJrn5BSZpUVqh9UDvDd736Xu+66i/vuu4+6ukwC0zPPPJPzzz+fRYsWcfrpp/Pggw8C8Mtf/jJvW4cSoUepIGzTtL0lkJbaIgBdyZFkYrMmPCbvLN+SzxPk+qNt31DDxJlMP/3jbHnkV+x56UniYycybvEJrnFbCvsytvdJYhMBEbTYPiWRaVvWgvKKt42OP9zaKKNjUTxKakJF59Xdq6gyXh+TdY4g35JDSNxzO/vMPNtBSk/WPpR9fjLs7PfnTQogSaa3bl6SpN6jXCTJedj5Q2suoclBnvIQnZoPuUmTnclNvLF/FQBz65YwLTYvoGkVJj2hmuTir2/uAuADoYm7unD6ksEcD2zdupXRo0e7xfF4sOespaUFXdez1KNdu3ZlqUYOJk+eHFg/Eokwfrx3ZOr3v/99vv3tb/PYY4+xePHivE1vbGxk0aJFrF+/Pm+9oUSoKBWAp7Pzd3SGoiQonbNnqgun0y0hFDd27lFMOnYFADse/z3db73iVZSc44yAoe6qelQoXJXO7Nd8CoyzrgWF5opZFCVJM3znVV/T2e3Mq4o5SpJ9rzX/vqD7EKAO+e9/lsonffX8n22u8JoTSi2FJEkZSJJc+EhS2b4kVXnKF07LdbxnX4khNz+KUJP2pdp5te8JAKbF5jM3dmTu8+VrX6FrhwiElJKn1lshk1PnTaxyaw5uVCo9wOjRoz1LLqIUi8VYunQpK1eu9JSvXLmSE088MfCYE044Iav+o48+yjHHHEM0mlGBv/e97/F//+//5eGHH+aYY44p+N4TiQRvvPEGU6ZUL9FpSJQKQfGHBJKloPCMU9/T8dr7cuTn8ROmSUs/wLj5x4GUdLz0BBhmNkEKIgPOdfyenADSVIiM5AzZ5Qp3BRCULCKTI5xWVFvM7PNmEc2AutY9y58Xybl3QZ+lhwR5SHE2YfarToMhSQXN27nIU1D4LZ9aFLS/2JBbsShRTepN7+GlvpWYGEyMzuCIhhMC5fuKq0khXLzZ3kNHb4KGmM6SmWOq3ZwQw4xrrrmG//f//h+/+MUveOONN7j66qvZsmULV1xxBQDXXXedZ6TaFVdcwebNm7nmmmt44403+MUvfsGtt97Ktdde69b57ne/y7/927/xi1/8glmzZtHe3k57ezu9vb1unWuvvZYnn3ySjRs38vzzz/PRj36U7u5uLr300uF78z6EobcCcDs7TeAE2pxHs1ti4kkfoIbS0Kz6wpFO1TCYM6muGgqTgAaaEEx/78eINY2jZfF70EzN3eeG7dRjlHNkwm32gu/VX65OXUJ2uM0Tgsu6QWTCZbnun+ekGaJhlfvK/NvKemAIrmCZn8Bm1rPCbUEhOR9J9oTkfKrSkJIk97pFkqTB+JJUFAq5DYWaJE2iIk69NgqdCIsb34fI+QUsEYWIVRh2c/HU27sBOH7OeOKR6uaxOejhV5HLOb5EXHjhhezZs4dvfetbtLW1sXDhQh566CFmzpwJQFtbG1u2bHHrz549m4ceeoirr76an/70p7S2tvLjH//YTQ0AVgLLZDLJRz/6Uc+1vvGNb3D99dcDsG3bNj7+8Y/T0dHBhAkTOP7443nuuefc61YDIVEqBLvzkyWQJce3ZBEkmSEjAjcHU2afSqzwJKkUQmPykg9Yx9nnSff3EWkYlfEoqYQpiwB5SZPjb3L2ezxSga8KuSm3n/IRIlDJU6bcQ56UbX/dShCkfF6koDBqLjJVcZLkee8BJInMsZm6AeXl5EtSMdiQmx9lpAOIaw0c1/RBTCnRRSSwLRWfriSEB0/bYbeTD22pcktCWDn7BkGUSkmpoeDKK6/kyiuvDNx3++23Z5WdcsopvPTSSznPt2nTpoLXvPvuu4tt3rAhJEoF4HZyAIZ0yYxDfiyiIjOyi2PeVsgRGhn65FeQhK8umX1+ErTr1SfZuXolc869gvqJ03FN3YFGbnKTJnz7UcqCXv3rxUIGr2cZu52yINJUIjkqtr5KYrKVJbwqUiVJkkNY/CSpkJJEseV5SE4+VDLkVmY6gP1GD3tTO5gat7JtR0TM+t4FtKkskhSqSUVjf9LghU17ATj50AlVbk2IENVFSJQKQensnKlHSlaXXHLkI0UeJclfN7NYGbgNuja+hpHcz7t//B/mnvPP1LdMsdqUhxzlLCOAOEmf6qRisIqSeiofUQpUjVDWC5Km8ghS7v2lh9rc91EOSVLviyd8VSRJcuv7ykoNueVRoqz9Qxdy6ze6+XvPgwyYvQgErfFDcp8nxJDjhU17SaZNWpvrmDuhsdrNCVGF0FuIDEIzdwF4O0Wlcy3C5J27Qw5QK3KMynLNy+jMXf4ZGlqmYwz0seEPN9HfthnNkJZR2ZC5R34po8wKmas1ZSlofi60BBiwi7m+2nbVjK4eS577lTO3UoF7HLivSBXJ/QzykCShEit3n8zOum0fUzRJUhSpivqSVAxhyK3P6OLvPX9iwOylQWtmXFQZ3RKqSVXB83aSyRMPacmbNyfEcEF6nw+lLkH/WEMUjRFHlPyzCjvL9773PbfOqaeemrX/oosuKu+Cdsfk6fhykKVMJ213uC5JCeqcS+ywTYhE6jjkjH+iYcIMjEQ/G/54Mz1b3so6zp3OI4C0+PcFDt03lHqBqQbyEKM8Q/XxXyfg+oHt84zgs96jFjCKraIEyZRFkySPimTKnCQJyCZJKOTJ953L1M+QJBdBRKdUkuT5nuc5X7EoI+TWZ3Ty9+4HGTD7aNSaOa7pLOq0xuzzHeAY9udaAbywcS8Ax80eV6BmiBAHPkZc6K2trc2z/ec//5nLLrvM46wHuPzyy/nWt77lbtfX15d3QaezA4SWCba5iSYV35JlUSoiFCchp0cpn39JQDTawGErrmDD47fTs+Nt3n34Vma+72LGzj2STEhN+ia4FeQMt+V4dVYDBxvl+4MZ0Ld5QnkB61mhNmefu19m7cs1Sq5QiC27bhleJJTjAkJtbptVkuSSlBwkKZdi5CNJFRvh5j/ej6EMudnoSe9ldc+fSch+GrUxHNt0FnEt/+/0QFWThv25lgcDKYNXt3UBcNyskCjVBMLQW1Ux4oiSf0bhP/zhD7zvfe9jzpw5nvKGhoaKzD7s6eRMkUWWgPy+JWmTHZ/R2zMyDjLUy0OinMVLmPRInEPefxmbnv4N+za9Qrq3y+pg8R2Hcry97vis/KQoizwpTc7cjBJvnu+3mdPE7ZSpJMMuK9qvlFVWPkGC4lQk7zll5hWGlyS59zsHSQpCEcdb+4cg5GZKEmY/L/RY87aN0sdyzKgzvSTpIFKTYPifa/nw8tZOkobJxKY4M8c3DOm1QhQJU334lXt8iHIx4kJvKnbu3MmDDz7IZZddlrXvzjvvpKWlhQULFnDttdfS09OT91yJRCJrwkDA7ezcTs3jW5EEheL8SQv9KkW+cJwaxssVItIMa8j0nJM/ydzT/oFJR7zX4ynKGV4zsUNWtp/Gfs0KiSlhsayM3aUsZoDnKTDEJ8kKqfmvWzC05r1H7r2wP5t8YbZ8nw/KOfwqUtaxjopkZD5HJ9SmkiSvV6kCJKnQv8UcalNgHRXFkqQyQm5xrYEZ8YWMjUzm2FEfLKgkBV43qJ3ZB+U/aQ2oSX5U6rmW85lWAH+3w27Hzh4X+pNChGAEKkoqfvnLX9LU1MRHPvIRT/nFF1/M7NmzmTx5MmvXruW6667jlVdeyUqvruKGG27gm9/8ZvYOp0MTVshMIl1lydqdHYqTgmx1SeKmEZDCl6RSgjf0Jt0wXpDCZI1MkwghGDttoduZphN97HrzGSYfdTpC09262Ke3VsgoSM4+ZA5FSfiLKFpV8vVP3nw/arm3LFhhyr+epUBJ73myTPf+Y/2kR7m+51goKtSWOb9/v9+rVEGSVGzILShcVilfUgFIKTFk0hr2DxxSvxQp02jCl8ywFAP3MGC4L12p51rOZ1oBOGkBwrBbDUGahZXaQseHKBtC1vAcAHfeeSef/exn3e0///nPnHzyye72/Pnz+cAHPsBPfvKTvOdZvXo1xxxzDKtXr2bJkiWBdRKJBIlEwt3u7u5m+vTpnHrsV9Cj9RmCYOdOcpmHZhMKe9NZlwIr8za49f3Zst26brZtl7l4kkQ61/KU+etJydt/uYXutrdpmjyXOad+ikj9KM9x7joo7ydzD4LIkqe8DGSlGshDkgLJkrMduO4oOZn62XWLIEh4y/J6kXx1A0Nt9nHe/TVAkvKdw79eji8pj5pkSoPXep5gv9HDsaM/aCeRDHh45yBe1VKTpJSkZYq/Jn5LV1eXZ0LRcjFcz7Vcz7R878MwJYuvf4S+pMFDXzyZI1oH/34PFHR3d9Pc3Fyx70Ep1zx9+j8T0YLnZSsGaTPBY1t/NqxtP5BQ04rSOeecw7Jly9ztqVOnuutPP/00b731Fvfcc0/B8yxZsoRoNMr69etzEqV4PB48QaAdXpMue8hoSNb+jG8JKKguITPExS01rG2Pf0mSrTBJvMqTUkcgmHjYifTu3kxP+wbe+NOPOOR9/0DDuFYPKQryI2WpTnj35zV250AWQQKvypSHMOU0d+NXcchazyI4WURKOd7vQ1KvmU9FUs9l+q/n2+85XiEnKhFyyoabJKmotC9JqZs0B3i5+1H2pdsRCDrTOxkfnUqxONBCbsP1XMv5TMuDd3f30pc0qI/qHDZpVEnHhhhChB6lqqKmiVJTUxNNTU2B+2699VaWLl3KkUceWfA8r7/+OqlUqqzZhwVYHZ3t5pI2Q7GpUCYUh7QzcAs3nOZPUInMhNSkdXAmHIfIqBs5CRNWB6AqWopaNG7qQupWfIH1T95GoncPbz70Y2afdBFjZx2lvJk8r/51vOSoqBBcjt9jrpFvhQzenlCYsy/nuvSUF0WQnHPLgHPkUJGs/bKoUJu/bVkkKYsI5dtXYZIURCZykKTsevlIU2ZfZ2oXr/Q8xoDZS0REOWrUByySVIKaVC0MldheC8+1XHjFHu22aGozEX1EW1hDhKgYapoo5UJ3dze/+93v+K//+q+sfRs2bODOO+/krLPOoqWlhXXr1vEv//IvHH300Zx00kllXU9Ii+ygCUVdsjunctUliRWOc68h3fCbX2FSPUwZZcmrMjnrjaMns3D5l1j/7K/pbn+bDU/9iil725h65HKEZj/4VJKFT2VSygP3lXHvPAgiREp5IDHyb+chR9nrRRIkyKhCQSPaUNb9KpK9XmyoLdOubJIUmEwShpYkFUEISgq52fW3DLzOW33PITGp10Zz9KgP0BQZVxJJOtDUpHwY7udaEF7d1gnA4mnNFTtniApAfV6Ue3yIsjEiidLdd9+NlJKPf/zjWftisRh/+ctf+NGPfkRvby/Tp0/ngx/8IN/4xjfQ9TJmwLa/oAJhkSVAaOAPxVlrMtDonaUuAfgJk0NaHMKkhOQCTd+SbJUJa38k1sD8917Gllcfov3NJ9m78SWmzD+FSLzeuYj9qrxP4WNHeDfLJUv5iZLMKs9r7iaA1Nj7cqlQWR4k51xBBAk8YTa3jR4CRLaK5D9/sX4k9bWSJElFKSSpgr6kDf2r2bD/JQAmRmexsPEUolosu315UF0D9/Bfe1ifazngKEqLp4+p2DlDVADqs6bc40OUjRFJlP7pn/6Jf/qnfwrcN336dJ588snKXUztTB1CFBCKA0VdMgBhEyaXJHmTTZZNmHykyBM+U0iTQGPWkR+isbmVhrGtRCP1GSUkQD3yjHzz13FOXcJQYRHYafvrZO/LR4xy7veRGsioR/7yggTJrSO9x+dRkTJ1gghUASIU5FXyHFcGSQpSlfz7/OsV9iVNrZvH1oE3mF1/JDPjCzPDzCsRcjsA1SQY5udaAJJpkzd2WCkEjgwVpRAhXIxIojSsUBQEADdNQFYoDoLUJSCTpFIlP7kIk2r4lrgeJusfRYYYqSqTFIqXCfVVMnHGEutcpgQhaHv7aRL9+5i++Cw0PZI5n/ARlwBOlEWm8qCgmdtfx0+MoHhypO6rBEHyr5ejIjmvxZq2/cfZ5wwsL5UkVWKEm3qeAEjTpMfYw+hICwD1ehMnj7mQiIiqlbIPHM6QW5Go4YHAQ4q32ntIGiZjGqLMGBcmmqwphKG3qiIkSgXgqgkani+bPxQHOdQlCA7HOetZhAmv9wj7lEJRmVQfE3i8TB7SJL0EKDnQyZZXHkSaabrb13PI8Z+gYcwUu73kVZTU4nxkKZAgOchLlGRAma9eseTI2Zd1/CAJktNO9Vpm0P4AIhSgMHnbW1skKQt5Qm4Jo4/Xe59md3IzS0afwYTYDDCllySVgCEjKjWsJtUCXt3eCVhG7jDRZI3BtDPuDur4EOUiJEpFQEiJtNUhi5RYI9jUUByQ37uUIxznrRmgMNmEyVWZUMJvznn8pAllWzFux+PNzDv+Et5Z/Vv6u9p4beWPmHXk2Uyae6KtjqlvOvhBmaU8Bd6vPDtVshlAijzlnrIAcqRu+9Qj9zx+ouMjSP5j84bZ7GOEj8yUFGqz92WuW4AgBRw/HCSpGF+SlJK2xHre6H2WtEwg0Og3unOkHxgZIbeDVU0CeLPNyvId5k4KEcKLkCgVgt2ZuR4dkwwZsSEQbngrl7pklUlPOM5DmHxqkEqYkN5M3U5YTlWZgkiTx9NkN3nc5CM46v3X8M7q39K58y02rvlf9m5/ndlLPkL9qBblTeXoMAYTeiPTjsB6flVILQsiRur5AtQjdztL9QkgXj6C5NYPrOc/n0J4hiLUprapRkiSqiIBjNZbWNh0Kk3aWLIw1CG3EBXBW+0WUZo/OTh1QYgqIgy9VRUhUSoEpRPKqD6lq0uQHY6z6vkIE3hCcmpaAZcwSbwqUxGkCTLEKR5r4ogT/oG2d59l09qH6Nq1ntf+8mOOOeMr6NE6D7Fyj3XVrOJvXfFkKQ8xUstKIUcwOILkbPuvncuLBEMTalPbVSpJUpGLJGVVy/MB24SnPbGB13ueIi2TCDTmNixhdv1RaEIrKnVAWdfOf2D+/aGaVBBSSt5st4zc8yaFilLNISRKVUVIlAoh0Mwt86pLQMDIOHvNJjl5CZNNeDL5mMgQJvCqTPlIk3uwQpzsMoHG1FnvYezE+bz7yv2MbplDRI97yIEDV+kqA4Gj38BzjSBSlHXsIMiR51yDIEjZdYolQYX25yhXw5TlkKTA/blHqhU/2a0gLZOMjrSwcNSpVm4kf/18GM6QW5E4mEkSQHv3AN0DaXRNMHdiY7WbEyJETSEkSsUg0MxtwaMuuTuVkXFQOmHCUZV8CpFfZYL8pMk6UTZxcvpPIWiob2HBss+AkC5h6d67mfbNzzFr4QeJxkflJjslQAT1dUUoS8HeJR9pgaIIkvARl0CClFU3V50KqEjK+UsiSTnDaQVIkh9FkqS0maQn3cHY6GQAJsfnQNPpTIzNslQk/7Xdk9ZAyC0M2RWFN+2w25yWRuKRyuVlClEhhFOYVBUhUSoAT+fqkCU73JatLuEjU9nhOCidMFnn8m/byEeawCVOoChO9gmc9yacoWxSIqVkw6v30dfdxt72N5g5fzmTZixD03wPz1xepQK/xyzS5a8fRIwgp3LkKcunHkFRBMmtXwpBKmt/YYVIFCI+pZKkEtMASCnZPvAm63ufR2LynnEXEdPqQEqLLAVd2z1pBUhSIYQht4rB8SfNC/1JNQkpTWQJYeyg40OUj5AoFYKUbmcXqB5RQF2iNMLkEB13lBzSJmB4wnLOtnr9LNJkt9/jL3IT/9kvPj+SEIJDFp7HO2vvp6+7jQ2v/S/bNzzNrPkraJmyCJFpfGHkq5OlJqn7AkgQlESOPGWlECT7OhUjSIF1CitEZZGkXPuhZJK0L9nGm71/ozu9G4AGvZmE2UdMFDHJaqV8ScMQcgth4e3QyF3bUP68lX18iLIREqViUIR6BJUhTJ56OVSmvKRJ4obngEDi5JS79cFDoJqbZ7LkhC+wY+vzbHnnLwz07+HNl37DqNFTmXPEh2geN7vwPQtAcBJKmbtOEDGy22iVydxlhchR4DFDrCKp76kYkpSL+AwhSepN72ND34u0J94BICJizG1Yyoz6BWgETJJaDV9SBY8P1SQLGzr6ADhk4qgqtyREiNpDSJQKQfWeEESGcIlUIKGCQRMmv8pkHZODNCllEEyc1PeRk0AJjakzTmBy6xK2bXqabRuford7O8n9XYWN3QU6n8Djc5Ei+/1k9hWhHCltKEY9yrrucKhIQXUogSQVO8FtCSQpae7n2b2/RdpvaFrd4RzSeCxxrT74M62WLykMuVUUUko27u4FYHZLSJRqElJSnIyf7/gQ5SIkSoVgStApgwxZyFKgnHNQBGFSyE+WypSHNAGFiZMDwzsticd6pAkiepxZc0+ndfrxtG97kYmTFrmdecfOtcTioxk9Zka+O2ghR2eZjxS57yNgX1HkSCmrKEEqpk65KlKu6wSdL1ddt15hkjRg9FInrFFOMa2e1rrDSJkDzG1c6k5HMqwkqRDCB37Fsa8/RfdAGoCZ48OpS2oSpknwiJgiEXqUBoWQKBUDe163nKG2QYTjrDrBhAkCVCaJS5ACSZPjabIPyUWc3HbjIxY+EuUgrjcyc+Yp9h8biWmkeHvd/5JK9tI8ZjbTZ53MuJZ5CKEVoThlFxUyeXv2+8JqWe8hr+qUQ2lS18shSJ7r5lF9iiVJhUJteesUTgHQk+pgQ++L7Exs5KRxFzDKHuK/YNTJGR9aLgwlSRqsLylUk0rGxg5LTZo6pp66aDjiLUQIP0KiVAj+Tk/LqEqqugR5wnHkCdkp8BMmCArLWVuQgzSB62myzhlMnKzjpZcYZU7tqedpo8PNUknGj5/HzvaX6ercSNfLG2lomMj0me9h0uSj0bTsr1YxOZUC6wWoRmpbPOV5yJHnmLLJT8D5i1GRctQry4+Ut05ukmSaBrsTm9nSv5Y9ya1u+Z7kNosoSTObJAWE6LJQqX+roS+pKnh3t+VPmtUSqkk1izD0VlWERKkYOF8yIXKqS8GESTkuF2FS6zmnUgmQo4AgXT9RIdLkepoc+BUn8JAnyCZGWWTFx5vi0QYOP/x85sw5na1bn2XH9hfo79/FW2/cx8YNK5k3/zxaWubn/W0HEid/X1eIGCnvIeucfvVIPS5AoSqbIHnqDUJFyrc+CJJkyBSbel9la//rDJg97u7J8bnMaVxKU2R8MNkZDEk6kEJuB3gOmk17LKI0uyVMNFmrkKaJHEToLUwPMDiERKkQpMxSkHKqS5DfvxREmArWyzCU/KE5a8uBhzjhU5zAQ56s6/gIVNZ9CC6Ox5o5ZO6ZzJ5xKjvaXmTrtmdJJLqojzW7ZCCZ7CMSqcvkYsr1m/UrbP5rlkCOPMfnJBYBx5dLpNRrF6si5WtbEPHK+15yK0lIweb+V0ia+4mKOFPrD2d6/QIadHuqilogSbUacjvASRLARnvE26zxIVEKESIIIVEqBLWj8xGiDGEiU1YyEVIulcfHZNW19ysGbFVp8ofW8hEn5z1JXxHuNCfBobfsNlnXiGh1zJj6HqZNOZ7Ork2Mapjsvu/16//Evq53mTzxaKZMWkJjwwTvOYLebh7PUnZoroDqFEB6POfJE4bLul6pBElZr5iKlFUv09gBo5e2/vXsS27n6LFnAgJN6Bw6ahkCjcnxuehC+dmXS5JyodIkqahrhiG3wWBjRz8QKko1jTD0VlWERKkYBJGkfOG4YgmTiqDQXa66BCtN4FWbsohTgCcpkEA5dSGbSBWAJnTGjZnrHm9Kg67uLSSTvWzZ9jRbtj1Nc9N0Jk88mgnjDyceDRiOHHR7chEIcpAj/3o+VUhdL4cg5TpXuSpSMed265kkjf20D7xD2/717EvucHftGtjMxLpZAExrOCJAnSqCJOXCcJi3S2nPUOAgUJMAtu+ziNL0caFHqWZhyhz/KItESJQGhZAoFUCW6hBEmILCcb66wYSJwC9woMoERZGmrOH+/lBalupEIIFyj/dfskilyXlfOhonLLmKPfveZseul9iz9226erbS1bOVtzb8kdZJSzl87rm+a+ZXNHISI/92SaSnQF11vQTSUzJBKvb8QNdAG+t7nmdPYqsntDo2OoXJ9YcyJjYp+JxQPEmq1gi3XO0p9RzFtCPwvAdHx9IzkEkNMHVMfZVbEyJEbSIkSkVAmBKpJmYUvvXAcFyZhCnA75RVH3KSJusauYkTBJAnCCZQQSjjn4kmdCaMO5wJ4w4nkeyhffcr7OpYS3ffdhriY933mErvZ/O2p5kw7nBGN7a6I7Dye5X8JCOzWpDwlFq/RNJTyVCbNA26kjvRRZQmeyg/CDoSWwAYHZnAlPpDmVx/CHWaT6WrEkkaFKpJkg4ibO/cD8CYhiiN8bA7qFlISW5zZ7HHhygX4S+jEHzKgMxBgMolTFCsaqTUL4E0Wcf6CFAAebLqyYzfaYhQFx3FrMknMmvyiQwkuqw0Ak4Cy71vs6ntGTa1PUM00sDYppmMGTWDsU2zaGqYpMwzF0x0IA/ZyXNcVQhSVnuy6w2ke+gY2EzHwGb2DGwlJRO01s9j8dgPADA6OoH5o9/DhPhMGiNj7EPzq3EVJ0l5UAvm7bJwkKhJADtsotTaHKpJtQxpSuQgQm/hn4XBoUBmueHFfffdx4oVK2hpaUEIwcsvv5xVJ5FI8IUvfIGWlhYaGxs555xz2LZtm6fOvn37uOSSS2hubqa5uZlLLrmEzs7O8hsmpYcweXLfyALrpvSafQPqCJmZeBcTb0LFgEX4FvcYZ8lxnPccBC+GzLR5CBZhZK5dH2smHmnMbEdHM2ncAnQtRirdz659b/D21kd4ft3PeWLNf7K3e6PVftN7nzz3Ql3891A5LucxnvqFPzt320bRKlLQ9wOQpsmrex7hyR2380TbL1i77y+073+HlEwQETF0Ec1cC5jVeGR1SVI1zNsloBY6iJp9rgHb91lEaerYkCjVNKQ5+KUM3HTTTcyePZu6ujqWLl3K008/nbf+k08+ydKlS6mrq2POnDncfPPNWXXuvfdejjjiCOLxOEcccQT333//oK871KgpotTX18dJJ53Ed77znZx1rrrqKu6//37uvvtunnnmGXp7ezn77LMxDMOt84lPfIKXX36Zhx9+mIcffpiXX36ZSy65pLxGFdshVpAwZZEftV4AGfAcB5RDnDwkysxDpAa55Lvu2FEzWDzno5x61P/h2Pn/yCFT30/L6EOJaHHSRoKG6HiX5Gxse5JV637Gaxvv5d32p9nd+Rb7E/usjjEHOVLvVVmfVdD3oRQCbW8njf10DrSxtftV1u55jFc7HsnceyHoSXWw3+gCBM2xScxtOo5lLedz2uTPsGDMqVnnlFIeOCSpGGIzlCG3IVCTavK5ZmObrSiF/qQQftxzzz1cddVVfPWrX2XNmjWcfPLJnHnmmWzZsiWw/saNGznrrLM4+eSTWbNmDV/5ylf44he/yL333uvWWbVqFRdeeCGXXHIJr7zyCpdccgkXXHABzz//fNnXHQ4IWQt/uXzYtGkTs2fPZs2aNRx11FFueVdXFxMmTOBXv/oVF154IQA7duxg+vTpPPTQQ6xYsYI33niDI444gueee45ly5YB8Nxzz3HCCSfw5ptvMm/evKLa0N3dTXNzM6fP/BwRLW4Vqh4eNUeRP1yVo55nvdhjwOsd8lNbv68owGeU03tUiCYXa9wuFoW+agH9n5ASKU16B3bTVD/JPc/LG3/Lrq63supHtDij6iZw1MwLiEWsUTz9Ax1IKamLjiaiRb0HqG0qdjh+AQXJlCZpM0FMq3N3vb33Gfbs30x/upOUmfC+R3Q+MO2f0YQOUrJ7/yaE0GiOTSRKLHc7KEJFguJIUi6CMEJJUsG2BJ47uH5apvhr6nd0dXUxevTo0s6poNrPNeeZpr6PL9y1hj++soOvnnU4l793Ttnv7WBA0P0brmueKs4jIqKFD8iBtEzxhLy/pLYvW7aMJUuW8LOf/cwtO/zww/nwhz/MDTfckFX/X//1X3nggQd444033LIrrriCV155hVWrVgFw4YUX0t3dzZ///Ge3zhlnnMHYsWO56667yrrucGBEeZRWr15NKpVi+fLlbllraysLFy7k2WefZcWKFaxatYrm5mb3YQJw/PHH09zczLPPPls0UXLh7yBVIzdYhmvVv+Tbl3NdfSjn8j0557e3s71JFO5clOM9b8t/Lj+KOXepKNDH5ZriRCBoqpvoac/8qSuYOu4oevfvomdgF70Du+kb6CBtJuje305Mi7vnW7/zCXZ2vwlYRKou2kQ8MgpdixPRYiycfBbC/lx3924gkepB16JYApiBlKa7zBhztNUmU7K1+1U6B3aQMvaTNPaTNPeTMvaTMgfQhM4HZn7RdYf1pfbSldzptj+uj2JUZCzNsUk0xzIEEGBC/Sz7fuVJIkmZJKlYFSno2AL1D0SSNByoynPNhpMaIAy91TikGl4o9/jikUwmWb16NV/+8pc95cuXL+fZZ58NPGbVqlWe7zDAihUruPXWW0mlUkSjUVatWsXVV1+dVefGG28s+7rDgRFFlNrb24nFYowdO9ZTPmnSJNrb2906EydOzDp24sSJbp0gJBIJEonMP/2uri4A0mYyUymP6oNCPLIUnELHOep6PpUpYDvrOkEKUS5VqAi1qKhRcCUg51xv7gVzddjZ5RHijK2fwdj6GZlqRpq+1F4SqR4MM+UeJ5HoIoYhk6TNBL2JBL2JDvsojcMnnu7W3bxvNXv63s3ZxNbG+RlS1fcuu/rfCaxnSoO+5F7qIlYSv2kNC5hYN5eGSDP1kWYiwjv5qGmmMo/BfNm43aIKhdpy3vORTJKKrlrUQWmZsqsMDZkaqudarmdad3e3W7alfQ9mIkGznvKUh8iGc3+qEYRJk2Iw+SbTWN9h/2ccj8eJx+NZ9Ts6OjAMg0mTJnnK1e+kH+3t7YH10+k0HR0dTJkyJWcd55zlXHc4UDWidOedd/LZz37W3f7zn//MySefXNa5pO3tcCCCwk++On7ccMMNfPOb38wqf2Lb/yurTSFGCkz+sv6HRdf+y6b/LrruMzt+WU6DQtQo9uzZQ3Nzc946tfRcy/VMmz59elbZe24sq4kHJXp6egp+DyqFWCzG5MmTeab9oUGfa9SoUVmf/Te+8Q2uv/76nMf4v1uF+tGg+v7yYs5Z6nWHGlUjSuecc45HRp46dWrBYyZPnkwymWTfvn2ef1+7du3ixBNPdOvs3Lkz69jdu3dnsVQV1113Hddcc4273dnZycyZM9myZcuw/ShUdHd3M336dLZu3Tps8fBaa0O1r18LbTjYr18Lbejq6mLGjBmMGzeuYN1aeq7V2jNNRbU/03LaIaWkp6eH1tbWYWod1NXVsXHjRpLJZOHKBRBENoLUJICWlhZ0Xc9ScXbt2pXz+zZ58uTA+pFIhPHjx+et45yznOsOB6pGlJqammhqairpmKVLlxKNRlm5ciUXXHABAG1tbaxdu5bvfve7AJxwwgl0dXXxwgsvcNxxxwHw/PPP09XV5T50gpBLgmxubq7qD3n06NFVvX4ttKHa16+FNhzs16+FNmha4UHCtfRcq9Vnmopqf6altqMaBLOuro66urrCFSuIWCzG0qVLWblyJeedd55bvnLlSs4999zAY0444QT++Mc/esoeffRRjjnmGKLRqFtn5cqVHp/So48+6n6Hy7nusEDWEPbs2SPXrFkjH3zwQQnIu+++W65Zs0a2tbW5da644go5bdo0+dhjj8mXXnpJnnbaafLII4+U6XTarXPGGWfIxYsXy1WrVslVq1bJRYsWybPPPruktnR1dUlAdnV1Vez9jaTr10Ibqn39WmjDwX79WmjDYK9fK8+1at/HWmxLrbSjFnH33XfLaDQqb731Vrlu3Tp51VVXycbGRrlp0yYppZRf/vKX5SWXXOLWf/fdd2VDQ4O8+uqr5bp16+Stt94qo9Go/P3vf+/W+dvf/iZ1XZff+c535BtvvCG/853vyEgkIp977rmir1sN1BRRuu222ySWZc2zfOMb33Dr7N+/X37+85+X48aNk/X19fLss8+WW7Zs8Zxnz5498uKLL5ZNTU2yqalJXnzxxXLfvn0ltaXaP6BqX78W2lDt69dCGw7269dCGwZ7/Vp5rlX7PtZiW2qlHbWKn/70p3LmzJkyFovJJUuWyCeffNLdd+mll8pTTjnFU/+JJ56QRx99tIzFYnLWrFnyZz/7WdY5f/e738l58+bJaDQq58+fL++9996SrlsN1BRRqiUMDAzIb3zjG3JgYOCgvH4ttKHa16+FNhzs16+FNlT7+pVCLb2PWmlLrbQjRG2jJhNOhggRIkSIECFC1AJqagqTECFChAgRIkSIWkJIlEKECBEiRIgQIXIgJEohQoQIESJEiBA5EBKlECFChAgRIkSIHDgoidJ9993HihUraGlpQQjByy+/nFUnkUjwhS98gZaWFhobGznnnHPYtm2bp86+ffu45JJLaG5uprm5mUsuuYTOzs6y2iSECFy+973vuXVOPfXUrP0XXXRRWdfz49Of/nTWuY8//nhPnWLuSTlIpVL867/+K4sWLaKxsZHW1lY+9alPsWPHDk+9oXz/QbjpppuYPXs2dXV1LF26lKeffnpIrnPDDTdw7LHH0tTUxMSJE/nwhz/MW2+95alTzOczGFx//fVZ5588ebK7X0rJ9ddfT2trK/X19Zx66qm8/vrrFbv+rFmzAr//n/vc54Chef9PPfUUH/rQh2htbUUIwf/+7/969hfznofqN1EuSv3OPvnkkyxdupS6ujrmzJnDzTffPOTXbWtr4xOf+ATz5s1D0zSuuuqqrDq333574PdhYGBgSNv2zDPPcNJJJzF+/Hjq6+uZP38+P/xh8VMchThAUd1Bd9XBHXfcIb/5zW/KW265RQJyzZo1WXWuuOIKOXXqVLly5Ur50ksvyfe9732BCeAWLlwon332Wfnss8/KhQsXlpzY0kFbW5tn+cUvfiGFEHLDhg1unVNOOUVefvnlnnqdnZ1lXc+PSy+9VJ5xxhmec+/Zs8dTp5h7Ug46Ozvl6aefLu+55x755ptvylWrVslly5bJpUuXeuoN5fv3w0l6dsstt8h169bJL33pS7KxsVFu3ry54tdasWKFvO222+TatWvlyy+/LD/4wQ/KGTNmyN7eXrdOMZ/PYPCNb3xDLliwwHP+Xbt2ufu/853vyKamJnnvvffK1157TV544YVyypQpsru7uyLX37Vrl+faK1eulID861//KqUcmvf/0EMPya9+9avy3nvvlYC8//77PfuLec9D9ZsoB6V+Z50EgV/60pfkunXr5C233JKVIHAorrtx40b5xS9+Uf7yl7+URx11lPzSl76UVee2226To0ePznoulopS2/bSSy/J3/zmN3Lt2rVy48aN8le/+pVsaGiQP//5z0u+dogDBwclUXKwcePGQKLU2dkpo9GovPvuu92y7du3S03T5MMPPyyllHLdunUS8GQUXbVqlQTkm2++Oei2nXvuufK0007zlJ1yyimBD5VK4NJLL5Xnnntuzv3F3JNK4oUXXpCA54E2lO/fj+OOO05eccUVnrL58+fLL3/5y0N+7V27dkkgK7lbvs9nsPjGN74hjzzyyMB9pmnKyZMny+985ztu2cDAgGxubpY333zzkLTnS1/6kpw7d640TVNKOfTv30+UinnPw/2bKIRSv7P/5//8Hzl//nxP2Wc/+1l5/PHHD+l1VeT6Td92222yubm5pHZUum0OzjvvPPnJT35y0G0JMXJxUIbeCmH16tWkUimWL1/ulrW2trJw4UKeffZZAFatWkVzc7NnAszjjz+e5uZmt0652LlzJw8++CCXXXZZ1r4777yTlpYWFixYwLXXXktPT8+grqXiiSeeYOLEiRx22GFcfvnl7Nq1y91XzD2pJLq6uhBCMGbMGE/5UL5/B8lkktWrV3veK8Dy5cuH5L360dXVBZA1CWu+z6cSWL9+Pa2trcyePZuLLrqId999F4CNGzfS3t7uuR/xeJxTTjllSO5HMpnk17/+Nf/4j//omcRzqN+/imLe83D/JvKhnO/sqlWrsuqvWLGCF198kVQqNWTXLRa9vb3MnDmTadOmcfbZZ7NmzZqSjq9E29asWcOzzz7LKaecUtK1QxxYqNqkuLWM9vZ2YrGYZyZvgEmTJrmzGre3tzNx4sSsYydOnJg183Gp+OUvf0lTUxMf+chHPOUXX3wxs2fPZvLkyaxdu5brrruOV155hZUrVw7qegBnnnkmH/vYx5g5cyYbN27ka1/7GqeddhqrV68mHo8XdU8qhYGBAb785S/ziU98wjNR5VC+fxUdHR0YhpE1W/VQvFc/pJRcc801vOc972HhwoVueaHPZ7BYtmwZd9xxB4cddhg7d+7k3//93znxxBN5/fXX3fccdD82b9486Gv78b//+790dnby6U9/2i0b6vfvRzHveTh/E4VQzne2vb09sH46naajo4MpU6YMyXWLwfz587n99ttZtGgR3d3d/OhHP+Kkk07ilVde4dBDDy3qHINp27Rp09i9ezfpdJrrr7+ez3zmM2W/lxAjHwc8Ubrzzjv57Gc/627//+3df0zU9R8H8Cc/7gABRQQ5kO7CH0VDTA5sHYamcwjIzFWGhA7L2K5GDKPSZM1zbeaac+7CX2twMNe0tqxQhIjwBBMx8sgfNDgTkCWCkTIMhwiv7x98+cyPdwfH/dA6X4/ts929P+97v9+vz+dzx+vzk/LyciQkJNjUFhGJ9nDvf22pji1jKioqQkZGhsl/jM7KyhJez507F3PmzEFcXBzOnTsHpVJpdRzm+k9LSxO1HRcXB4VCgbKyMpOE7X7WxGtN/6PxDw4OYs2aNRgeHsbevXtFn3NU/NZ6MC5bYp2o7OxsnD9/HqdOnRKV27p+rJWcnCy8jo6OhkqlwqxZs1BSUiJcNP2wlkdhYSGSk5MRFhYmlDk7fktsiflhbCeWTHS85uqbK3d0v+N5/vnnRRfrL1y4EEqlEp9//jm0Wq3Tx1ZbW4vbt2/jzJkz2Lx5M2bPno309PQJ9ctch8snSitXrhSdHpsxY8a4n5HJZLh79y5u3rwp2lvs7u5GfHy8UKerq8vkszdu3DDZg5nImGpra9Hc3Iyvvvpq3HEqlUpIJBIYjcYJJQrWLJPQ0FAoFAoYjUYA1i0Te/sfHBzEa6+9htbWVlRXV4uOJplja/zjCQoKgoeHh8leZ3d397jr1h7vvvsuSktLUVNTg/Dw8DHrPrh+HM3X1xfR0dEwGo1YtWoVgJEjEPcfZXDG8mhvb0dVVRWOHDkyZj1nxz96x99YMTvyO2EvW7ZZmUxmtr6npyemTZvmtH5t4e7ujgULFkxofdsztoiICAAjOw1dXV3QaDScKD3GXP4aJX9/f8yePVuYfHx8xv1MbGwsJBKJ6JROZ2cnLl68KPwAqlQq9Pb24uzZs0Kd+vp69Pb2jvsjOdaYCgsLERsbi2effXbccV66dAmDg4NWHSK3tv9RPT096OjoENq2ZpnY0/9okmQ0GlFVVWXVD7Wt8Y9HKpUiNjbW5JTejz/+6JQ/gESE7OxsHDlyBNXV1cKP9FgeXD+ONjAwgN9//x2hoaHC6c77l8fdu3dx8uRJhy8PnU6H6dOnY8WKFWPWc3b81sTsyO+EvWzZZlUqlUn9yspKxMXFQSKROK1fWxARGhsbJ7S+HTU2IsLAwIDV9ZkLegQXkD9yPT09ZDAYqKysjADQ4cOHyWAwiG4/VavVFB4eTlVVVXTu3DlaunSp2ccDzJs3j+rq6qiuro6io6NtfjwAEVFvby9NmjSJ9u3bZzLv8uXLtG3bNvrll1+otbWVysrKKDIykmJiYuy+Fbmvr4/y8vLo9OnT1NraSidOnCCVSkUzZswwuRV6vGVii8HBQVq5ciWFh4dTY2Oj6HbggYEBp8dvzuhtxYWFhdTU1ES5ubnk6+tLbW1tDu/r7bffpilTppBerxfF3t/fT0TWrx975OXlkV6vpytXrtCZM2coNTWV/P39hXh37NhBU6ZMoSNHjtCFCxcoPT3doY8HICIaGhoiuVxOmzZtEpU7K/6+vj4yGAxkMBgIAO3atYsMBoNwp6U1MTvrO2GL8bbZzZs307p164T6o48H2LhxIzU1NVFhYaFdjwewtl8iEpZ7bGwsvf7662QwGOjSpUvCfI1GQxUVFfTHH3+QwWCgN954gzw9Pam+vt6pYysoKKDS0lJqaWmhlpYWKioqosmTJ1N+fv6E+mWu5bFMlHQ6HQEwmbZu3SrUuXPnDmVnZ1NgYCD5+PhQamoqXb16VdROT08PZWRkkL+/P/n7+1NGRgbdvHnT5nEdOHCAfHx8zD4b6OrVq7Ro0SIKDAwkqVRKs2bNopycHIc8S6e/v58SExMpODiYJBIJyeVyyszMNInXmmVii9HHNJibRp+j48z4LdmzZw8pFAqSSqWkVCpFt+s7kqXYdTodEVm/fuwx+owgiURCYWFh9PLLL4v+cA0PD9PWrVtJJpORl5cXLVq0iC5cuOCw/omIfvjhBwJAzc3NonJnxX/ixAmzyz0zM5OIrIvZWd8JW421zWZmZtLixYtF9fV6PcXExJBUKqUnn3zS7E6aM/o1t9wVCoUwPzc3l+RyOUmlUgoODqbExEQ6ffq008em1WopKiqKJk2aRJMnT6aYmBjau3cvDQ0N2dQ3cw1uRP+/eo8xxhhjjIm4/DVKjDHGGGO24kSJMcYYY8wCTpQYY4wxxizgRIkxxhhjzAJOlBhjjDHGLOBEiTHGGGPMAk6UGGOMMcYs4ESJsf9ra2uDm5sb3NzcMH/+fLvbG20rICDA7rYY+68xt/0XFxcL5bm5uaL61dXViIyMxPDw8MMd6H3ef/995OTkPLL+2b8TJ0qMPaCqqgo//fST3e10dnZi9+7d9g+IMSdav369kLzcPyUlJZnUjYiIQEVFBfR6Pdzc3HDr1q0x29bpdGhpaRHep6WlobOzEyqVyqTuhx9+iPz8fLi7O+/P0smTJxEbGwtvb2/MnDkT+/fvNxmDTqdDa2ur08bA/ns4UWLsAdOmTbP6v6ePRSaTYcqUKQ4YEWPOlZSUhM7OTtF06NAhUZ3z58+jp6cHS5YssbrdgIAATJ8+XXjv4+MDmUwGqVQqqnf69GkYjUasXr3avkDG0NraipSUFCQkJMBgMGDLli3IycnBN998I9SZPn06EhMTTRIo9njjRIm5pBs3bkAmk2H79u1CWX19PaRSKSorKyfU1vr167Fq1Sps374dISEhCAgIwLZt23Dv3j188MEHCAwMRHh4OIqKihwdBmMPhZeXF2QymWiaOnWqqM7333+P5cuXw8vLy+H9Hz58GImJifD29gYAEBGWLVuGpKQkjP6XrVu3bkEulyM/P9+mPvbv3w+5XI7du3fjmWeewVtvvYU333wTO3fuFNVbuXKlSZLIHm+cKDGXFBwcjKKiImg0GjQ0NOD27dtYu3Yt3nnnHSQmJk64verqaly7dg01NTXYtWsXNBoNUlNTMXXqVNTX10OtVkOtVqOjo8MJ0TD26JWWluKll15ySts1NTWIi4sT3ru5uaGkpARnz56FVqsFAKjVaoSEhECj0Qj1/Pz8xpySk5OFunV1dSbf/eXLl6OhoQGDg4NC2XPPPYeOjg60t7c7JVb23+P5qAfAmLOkpKQgKysLGRkZWLBgAby9vbFjxw6b2goMDIRWq4W7uzuefvppfPbZZ+jv78eWLVsAAB999BF27NiBn3/+GWvWrHFkGIw53bFjx+Dn5ycq27RpEz7++GMAwJ9//onffvsNKSkpTum/ra0NYWFhorIZM2bgwIEDWLduHbq6unD06FEYDAZIJBKhTmNj45jt+vj4CK+vX7+OkJAQ0fyQkBDcu3cPf/31F0JDQ4V+R8ekUCjsCYu5CE6UmEvbuXMn5s6di6+//hoNDQ3Cof2JioqKEl1kGhISgrlz5wrvPTw8MG3aNHR3d9s9ZsYetiVLlmDfvn2issDAQOF1aWkpFi5cKCpzpDt37pj9bq5evRrffvstPv30U+zbtw9PPfWUaP7s2bMn1I+bm5vo/ehpvfvLR5Or/v7+CbXNXBcnSsylXblyBdeuXcPw8DDa29sxb948m9q5fy8WGPlhNVf2KG9tZsxWvr6+YyYdzjztBgBBQUG4efOmSXl/fz9+/fVXeHh4wGg0msx/8CjYgxISElBeXg5g5OaK69evi+Z3d3fD09NTdPPG33//DWDk9D1jACdKzIXdvXsXGRkZSEtLQ2RkJDZs2IALFy6YHH5njFl2+/ZtnDhxAnv27HFaHzExMWhqajIpz8vLg7u7O8rLy5GSkoIVK1Zg6dKlwvyJnHpTqVQ4evSoaH5lZSXi4uJEOz0XL16ERCJBVFSUjdEwV8OJEnNZ+fn56O3thVarhZ+fH8rLy7FhwwYcO3bsUQ+NsX+VgYEBk6Mtnp6eCAoKQkVFBebMmYOZM2c6rf/ly5ejpKREVFZWVoaioiLU1dVBqVRi8+bNyMzMxPnz54U78iZy6k2tVqOgoADvvfcesrKyUFdXh8LCQpM73Gpra5GQkCBKstjjje96Yy5Jr9dj9+7dOHjwICZPngx3d3ccPHgQp06dMrkWg7HHXUVFBUJDQ0XTCy+8AGDksQAPnnYbPcXs6emYfe21a9eiqakJzc3NAEYe77FhwwZoNBoolUoAwNatWxEWFga1Wm1THxERETh+/Dj0ej3mz5+PTz75BFqtFq+88oqo3qFDh5CVlWVfQMyl8BEl5pJefPFF0S2/ACCXy8d9krA5xcXFJmV6vd6krK2tbcJtM/aoFRcXm93GAWBoaAjHjx8XrvMZ1d3dDV9f33GvEbLW1KlTkZ2djV27duHAgQMIDg42e4Srvr7ern4WL16Mc+fOWZxfVlYGDw8PvPrqq3b1w1wLH1Fi7AHx8fGIj4+3ux0/Pz+b934Z+zfo6enBxo0bsWDBAgAjp+iamppQUFCAZcuWjfv59PR0hIeHC++//PJL+Pn5oba21qRufn4+FAoFhoaGHBfABP3zzz/Q6XQOO1LGXIMbjd4fydhj7t69e8JRIS8vLzzxxBN2tXf58mUAI48OiIiIsHd4jD1y3333HdatW4f4+Hh88cUXkMvlFuua2/77+vrQ1dUFYOTfmwQFBTl/0IzZiRMlxhhjjDEL+NQbY4wxxpgFnCgxxhhjjFnAiRJjjDHGmAWcKDHGGGOMWcCJEmOMMcaYBZwoMcYYY4xZwIkSY4wxxpgFnCgxxhhjjFnAiRJjjDHGmAX/A8S4MGh/kQqMAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.3343779339112849 0.0034134963311196927\n",
      "0.3299948537285168\n",
      "0.006993678542014814\n"
     ]
    }
   ],
   "source": [
    "#反射結合データのグラフの出力\n",
    "E = E_CC_R \n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "plt.imshow(E.T,vmin=0.0, vmax=0.2, cmap='viridis')\n",
    "plt.colorbar (label=\"E/J []\")\n",
    "\n",
    "plt.xlabel('x [m]')\n",
    "plt.ylabel('y [m]')\n",
    "plt.xticks([0,50,100,150,200,250,300,350,400],[\"-100\",\"-75\",\"-50\",\"-25\",\"0\",\"25\",\"50\",\"75\",\"100\"])\n",
    "plt.yticks([0,50,100,150,200,250,300,350,400],[\"-100\",\"-75\",\"-50\",\"-25\",\"0\",\"25\",\"50\",\"75\",\"100\"])\n",
    "\n",
    "theta2 = np.linspace(0, 2*np.pi, 100)\n",
    "a = 2*r * np.cos(theta2) + 200\n",
    "b = 2*r * np.sin(theta2) + 200\n",
    "plt.plot(a,b, color='black', linestyle=\"dashed\") #円の描写しない場合はここをコメントアウト\n",
    "\n",
    "theta3 = np.linspace(0, 2*np.pi, 100)\n",
    "c = 4*r * np.cos(theta2) + 200\n",
    "d = 4*r * np.sin(theta2) + 200\n",
    "plt.plot(c,d, color='black', linestyle=\"dashed\") #円の描写しない場合はここをコメントアウト\n",
    "\n",
    "x = np.linspace(0, 401, 401)\n",
    "\n",
    "# create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axtop = divider.append_axes(\"top\", size=0.8, pad=0.3, sharex=ax)\n",
    "plt.title(\"\\\"the ceiling of the cavern\\\" θ = {}, R = {}\".format(theta,R_f))\n",
    "# plt.title(\"max = {}\".format(np.max(E)))\n",
    "plt.yticks([0,0.10,0.20,0.30],[\"0.0\",\"0.1\",\"0.2\",\"0.3\"])\n",
    "plt.ylabel('E/J [](y=0)')\n",
    "axright = divider.append_axes(\"right\", size=0.8, pad=0.5, sharey=ax)\n",
    "\n",
    "\n",
    "axtop.plot(x, E[:,200]) #marker=\"o\", ms=1, mfc=\"k\", mec=\"k\")\n",
    "axtop.axis([0,400, 0, 0.35])\n",
    "plt.ylim([0, 0.25])\n",
    "\n",
    "plt.xlabel('E/J [](x=0)')\n",
    "\n",
    "\n",
    "axright.plot(E[200], x) #marker=\"o\", ms=1, mfc=\"k\", mec=\"k\")\n",
    "axright.axis([0, 0.35, 0, 400])\n",
    "plt.xticks([0,0.15,0.30],[\"0.0\",\"0.15\",\"0.3\"])\n",
    "\n",
    "# plt.tight_layout()\n",
    "\n",
    "plt.show()\n",
    "\n",
    "print(np.max(E),np.min(E))\n",
    "print(E[101,201])\n",
    "print(E[400,200])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.3343779339112849 0.0034134963311196927\n"
     ]
    }
   ],
   "source": [
    "#反射結合データのグラフの出力\n",
    "E = E_CC_all \n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "plt.imshow(E.T,vmin=0.0, vmax=0.2, cmap='viridis')\n",
    "plt.colorbar (label=\"E/J []\")\n",
    "\n",
    "plt.xlabel('x [m]')\n",
    "plt.ylabel('y [m]')\n",
    "plt.xticks([0,50,100,150,200,250,300,350,400],[\"-100\",\"-75\",\"-50\",\"-25\",\"0\",\"25\",\"50\",\"75\",\"100\"])\n",
    "plt.yticks([0,50,100,150,200,250,300,350,400],[\"-100\",\"-75\",\"-50\",\"-25\",\"0\",\"25\",\"50\",\"75\",\"100\"])\n",
    "\n",
    "theta2 = np.linspace(0, 2*np.pi, 100)\n",
    "a = 2*r * np.cos(theta2) + 200\n",
    "b = 2*r * np.sin(theta2) + 200\n",
    "plt.plot(a,b, color='black', linestyle=\"dashed\") #円の描写しない場合はここをコメントアウト\n",
    "\n",
    "theta3 = np.linspace(0, 2*np.pi, 100)\n",
    "c = 4*r * np.cos(theta2) + 200\n",
    "d = 4*r * np.sin(theta2) + 200\n",
    "plt.plot(c,d, color='black', linestyle=\"dashed\") #円の描写しない場合はここをコメントアウト\n",
    "\n",
    "x = np.linspace(0, 401, 401)\n",
    "\n",
    "# create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axtop = divider.append_axes(\"top\", size=0.8, pad=0.3, sharex=ax)\n",
    "plt.title(\"\\\"the ceiling of the cavern\\\" θ = {}, R = {}\".format(theta,R_f))\n",
    "# plt.title(\"max = {}\".format(np.max(E)))\n",
    "plt.yticks([0,0.10,0.20,0.30],[\"0.0\",\"0.1\",\"0.2\",\"0.3\"])\n",
    "plt.ylabel('E/J [](y=0)')\n",
    "axright = divider.append_axes(\"right\", size=0.8, pad=0.5, sharey=ax)\n",
    "\n",
    "\n",
    "axtop.plot(x, E[:,200]) #marker=\"o\", ms=1, mfc=\"k\", mec=\"k\")\n",
    "axtop.axis([0,400, 0, 0.35])\n",
    "plt.ylim([0, 0.25])\n",
    "\n",
    "plt.xlabel('E/J [](x=0)')\n",
    "\n",
    "\n",
    "axright.plot(E[200], x) #marker=\"o\", ms=1, mfc=\"k\", mec=\"k\")\n",
    "axright.axis([0, 0.35, 0, 400])\n",
    "plt.xticks([0,0.15,0.30],[\"0.0\",\"0.15\",\"0.3\"])\n",
    "\n",
    "# plt.tight_layout()\n",
    "\n",
    "plt.show()\n",
    "\n",
    "print(np.max(E),np.min(E))"
   ]
  }
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