{
 "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 = 75.0       #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_t75.0h1.0h1.0_cr2.0_2023-03-20.csv',delimiter=',') \n",
    "E_StoWA = np.loadtxt('PPP_StoWA_t75.0h1.0h1.0_cr2.0_2023-03-20.csv',delimiter=',') \n",
    "E_StoCW = np.loadtxt('PPP_StoCW_t75.0h1.0h1.0_cr2.0_2023-03-20.csv',delimiter=',') \n",
    "\n",
    "#底からの反射光\n",
    "E_FLtoWA = np.loadtxt('PPP_FLtoWA_t75.0h1.0h1.0_cr2.0_2023-03-13.csv',delimiter=',') \n",
    "E_FLtoCW = np.loadtxt('PPP_FLtoCW_t75.0h1.0h1.0_cr2.0_2023-03-13.csv',delimiter=',') \n",
    "E_FLtoCC = np.loadtxt('PPP_FLtoCC_t75.0h1.0h1.0_cr2.0_2023-03-14.csv',delimiter=',') \n",
    "\n",
    "#縦孔壁からの反射光\n",
    "E_WAtoFL = np.loadtxt('PPP_WAtoFL_t75.0h1.0h1.0_cr2.0_2023-03-14.csv',delimiter=',') \n",
    "E_WAtoWA = np.loadtxt('PPP_WAtoWA_t75.0h1.0h1.0_cr2.0_2023-03-14.csv',delimiter=',') \n",
    "E_WAtoCW = np.loadtxt('PPP_WAtoCW_t75.0h1.0h1.0_cr2.0_2023-03-14.csv',delimiter=',') \n",
    "\n",
    "#空洞壁からの反射光\n",
    "E_CWtoFL = np.loadtxt('PPP_CWtoFL_t75.0h1.0h1.0_cr2.0_2023-03-14.csv',delimiter=',') \n",
    "E_CWtoWA = np.loadtxt('PPP_CWtoWA_t75.0h1.0h1.0_cr2.0_2023-03-14.csv',delimiter=',') \n",
    "E_CWtoCW = np.loadtxt('PPP_CWtoCW_t75.0h1.0h1.0_cr2.0_2023-03-14.csv',delimiter=',') \n",
    "E_CWtoCC = np.loadtxt('PPP_CWtoCC_t75.0h1.0h1.0_cr2.0_2023-03-14.csv',delimiter=',') \n",
    "\n",
    "#******************************************************"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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NZkwmEyf2NHdJH6DEtsfIy8tz6APU0PhUJ2h3DrebMWOGbnMRCCFqdvToUZo3b653GEIIP+FTCVAldwy3mzp1KpMnT7Y/zsvLo0WLFlV6yQshPMtsNpOUlERERITeoQihO6tSWJ1suHH2eH/hUwmQO4fbXWwCqMre8d7IZlO88O1uDp4uqHln4VbBhgAeuro1XZo31jsUvyVN0UKADYUN5xIYZ4/3Fz6VAJ0/3K6yD1DlcLuXX34ZcBxuN2rUKODccLtXXnlFt9jd4bfMfD74OV3vMMRZjUICmTmqm95hCCGEqAWvS4AKCgrYv3+//XHlcLuoqChatGhhH26XlpZGWloa06dPv+hwu+joaKKiopgyZYr+w+3coNRqA6BJWBBPXd9B52gartX7TvHl1hOUltv0DkUI4edsKKxSA+QSXpcAbdy4kUGDBtkfV/bLGTduHB9++CGPP/44xcXFTJw4kZycHHr37s2SJUsc+ge8/vrrBAYGMmrUKIqLi7nmmmv48MMPMRgMHr8ed6ocwNcoJJBbe0rnUL0UWsr5cusJuaUIIdxOmsBcx+sSoIEDB3KpkfmapjFt2rRLrlcSEhLCm2++yZtvvumGCL2H7ezbpCF9I/RU2TXFi2eUEEIIcQGvS4BEXVR84QZI/qOrys65kv8IIdxNRoG5jiRAPsxeAySjY3RV+e7b5KYihHAz29nN2XMISYB8mrInQPrG0dAFSA2QEMJDrC7oBO3s8f5C5pX3YZU1DpL/6KsyAbXJPUUIIXyG1AD5sMoahwCpAtLVuT5YkgEJIdzLqio2Z88hJAHyaZWjjiQB0ldlHyypARJCuJv0AXIdaQLzYZXft5L/6Kvy7Zdh8EII4TukBsiH2fsASQakqwCpARJCeIgNDauTPT9t0nMUkATIp9lHgekbRoNnnwhR3zCEEA2ATTn/x5b8sVZBmsB8WGUNUID8FHV1bhi83FWEEMJXSA2QD7P3AZI6IF2dWwpD3ziEEP7P6oImMGeP9xeSAPmwc6PAdA6kgTs3CkwyICGEe0kC5DrSeOLDlAwD8wrnRoHpGoYQQog6kBogH2azT4SobxwNXYDUAAkhPMSmNGzKyVFgTh7vLyQB8mFKlsLwCjIKTAjhKdIE5jqSAPkwmyyF4RUC7J2gJQUSQriXlQCsTvZesbooFl8nfYB8WuVEiDqH0eDJavBCCOFrpAbIh1XWAMlM0PqqrAGSPkBCCHdTLugDpKQPECAJkE+TmaC9Q2UCKumPEMLdpA+Q60gTmA+zyWrwXuFcDZC+cQghhKg9qQHyYTINkHfQZCIgIYSHWFUAVuVkJ2i5VQGSAPk0JTVAXkGT1eCFEB5iQ8PmZOONTRrsAScSoJEjR9b5mHfeeYfY2Nj6FikuYO8DJPmPruwVQHJTEUIIn1HvBOjLL79k1KhRhIaG1mr/+fPnU1BQIAmQC1X2AZJRYPqyzwRt0zkQIYTfk07QruNUE9gbb7xR64Tms88+c6YoUQ0ZBeYdZCZoIYSnuKYPkNytwIlRYMuXLycqKqrW+3/33Xc0a9asvsWJathkNXivUFkDJDNBCyGE76h3DdCAAQPqtH///v3rW5S4iHOjwCQD0pMMAhNCeEpFJ2gnF0OVdgPADaPAvv32W1asWIHVaqVfv37ccsstri5CnKWkBsgraLIavBDCQ2wuWAtMRoFVcOlEiE8//TSPP/44mqahlOLRRx/loYcecmUR4jznvm8lA9KT9AESQnhKZR8gZzfhZA3Qpk2b6Nmzp/3xwoUL2bZtm31k2Pjx4xk4cCCzZ892LkpRrXOrwesbR0MXIDVAQgjhc5xKA++77z4mTZpEUVERAKmpqcycOZM9e/awY8cO3n77bdq0aeOSQEVVSlaD9wrnZoLWNQwhRANgI8Alm3AyAVq/fj3x8fH06NGD//3vf3zwwQds3ryZvn37cuWVV3Ls2DHmz5/vqljFBc7VAEkGpCdZDV4I4SlWpblkE042gRkMBp588klGjRrFAw88QHh4OLNnzyYxMdFV8YlLUVID5B1kNXghhPA1LqkHS01NZfHixdx8881cddVV/POf/3TFaUUNbPalMCQD0pPUAAkhPMV6dhSYs5twMgHKy8vjiSee4MYbb+Svf/0rI0eO5JdffmH9+vX06dOHHTt2uCpOUY3KYfCS/uhLs0+EqHMgQgi/Z1MBLtmEkwnQuHHjWLduHddffz179uzhgQceIDo6mrlz5/Liiy8yatQonnjiCVfFKi4gfYC8Q2UNkCRAQgjhO5zqA/Tjjz+yZcsWWrduzb333kvr1q3tr11zzTVs3ryZv/3tb04HKap3biZoXcNo8DRkKQwhhGe4ognLKj0WASdrgNLS0nj33XfZu3cv77zzDsnJyQ6vh4aGMn36dKcCFBd3biZoyYD0pNn7AOkbhxDC/9lwfiSYTe+L8BJOJUAffPABy5Yto3v37syfP5+3337bVXGJWpDV4L3DuZmgJQMSQriXzAPkOk69C926dWPjxo0UFhby888/0759e1fFdVHTpk1D0zSHLT4+3v66Uopp06aRmJhIaGgoAwcOZNeuXW6PSw82+zB4SYH0dG4maJ0DEUIIUWs+mQZ27NiRjIwM+3b+aLNXXnmFmTNnMnv2bDZs2EB8fDyDBw8mPz9fx4jdQ/oAeQdNOkELITxE1gJznXq/C1FRUZw+fbrW+7do0YLDhw/XtzgHgYGBxMfH27emTZsCFbU/s2bN4qmnnmLkyJF06tSJuXPnUlRU5JczUttkNXivEKBJJ2ghhGfY0FyyCSdGgeXm5vLdd99hMplqtX92djZWq7W+xTnYt28fiYmJGI1GevfuzfTp00lNTSU9PZ3MzEyGDBli39doNDJgwADWrFnDhAkTLnpOi8WCxWKxPzabzS6J1Z3O9QGSD7OeZCkwIYTwPU4Ngx83bpyr4qi13r1789FHH9GmTRtOnjzJCy+8QN++fdm1axeZmZkAxMXFORwTFxdXY+3TjBkzeO6559wWtzvYR4FJbaauNFkNXgjhIa5owpImsAr1ToBsNn0G0g0bNsz+/86dO3PFFVfQqlUr5s6dS58+fYCqnYKVUjV2FJ46dSqTJ0+2PzabzSQlJbkwctc7930rNUB6kj5AQghPcc08QJIAgY92gj5feHg4nTt3Zt++ffbRYJU1QZWysrKq1ApdyGg0EhkZ6bB5u3MzQesbR0MXIDVAQgjhc3w+AbJYLOzevZuEhARSUlKIj49n6dKl9tdLS0tZuXIlffv21TFK96icd0ZGgenL/vZL/iOEcDOb0lyyCSf7AOlhypQp3HjjjbRo0YKsrCxeeOEFzGYz48aNQ9M0Jk2axPTp00lLSyMtLY3p06cTFhbGmDFj9A7d5WQtMO8gNUBCCE+xuaAJTCZCrOBzCdCxY8e44447OH36NE2bNqVPnz6sW7fOvgzH448/TnFxMRMnTiQnJ4fevXuzZMkSIiIidI7cDWQ1eK9wbiZoIYQQvsLnEqAFCxZc8nVN05g2bRrTpk3zTEA6qqwBkpmg9XVuLTBJgYQQ7mVTAdicHMXl7PH+wqkEqDZz5QQGBhIWFuZMMeIipA+Qd9DsEyHqHIgQwu9Z0bA6We/v7PH+wqkEqHHjxrWqfQgPD2fw4MH84x//oHnz5s4UKc4jfYC8Q4AMgxdCeIjUALmOUwnQ8uXLa9zHZrNx8uRJ/vnPf3LfffexaNEiZ4oU55HV4L1D5Uzcshq8EEL4DqcSIIvFwqBBgwgKCqpx3y5dutgnKhSucW4maEmB9BRg7wOkbxxCCP9nxfkmLNcsSuX7nKoHu//++2natCm333478+fPJzc396L7tm7dmo8//tiZ4sQF7KvB6xqFwN4EJhmQEMK9KpvAnN2EkwnQwYMHWbVqFZ07d2bWrFnEx8dzzTXX8MYbb3Do0CGHfYODg7npppucKU5cwGar7AQtKZCezs0DpHMgQgghas3pNLBLly789a9/Zf369Rw8eJDbbruN77//nvbt29O1a1eeeeYZNm7c6IpYxQXsNUCS/+jq/LdfaoGEEO5UuRiqs1tdlJeX89e//pWUlBRCQ0NJTU3l+eefd1gTVCnFtGnTSExMJDQ0lIEDB7Jr1y5XX75LubQeLDExkfvvv59FixZx+vRpnnnmGQ4dOsR1113H9OnTXVmU4Ny8M9IFSF/nj8KT/EcI4U4KDZuTm6pjx4mXX36Zd955h9mzZ7N7925eeeUVXn31Vd588037Pq+88gozZ85k9uzZbNiwgfj4eAYPHkx+fr6r3wKXcdtEiOHh4dxyyy3ccsst2Gw2srOz3VVUg3VuFJhkQHo6vwZO8h8hhL9Zu3YtN910E9dffz0ALVu25N///re9dUcpxaxZs3jqqacYOXIkAHPnziUuLo758+czYcIE3WK/FKdqgIYPH05eXp798YsvvujQETo7O5sOHToQEBBA06ZNnSlKVENJDZBXOL8PlswGLYRwJ1c2gZnNZofNYrFUW2b//v358ccf2bt3LwDbtm1j9erVDB8+HID09HQyMzMZMmSI/Rij0ciAAQNYs2aNm9+R+nMqAVq8eLHDG/byyy9z5swZ++Py8nL27NnjTBHiEuxftdIJSFcONUCS/wgh3MiVq8EnJSVhMpns24wZM6ot84knnuCOO+6gXbt2BAUF0b17dyZNmsQdd9wBQGZmJgBxcXEOx8XFxdlf80ZONYFd2OFTOoB6lvQB8g4BUgMkhPBBR48eJTIy0v7YaDRWu9/ChQv55JNPmD9/Ph07dmTr1q1MmjSJxMRExo0bZ9/vwhHJSimvHqXsc4uhinOkD5B3kHdfCOEpVgKwOjl+qfL4yMhIhwToYv785z/z5JNPMnr0aAA6d+7M4cOHmTFjBuPGjSM+Ph6oqAlKSEiwH5eVlVWlVsibOPUuappWJbvz5mzP35xbC0zfOBo6qQESQniKK5vAaquoqIiAAMd0wWAw2IfBp6SkEB8fz9KlS+2vl5aWsnLlSvr27ev8RbuJ001g48ePt1eblZSUcP/99xMeHg5w0Q5VwlVkNXhvIH2AhBCeYiMAm5M1QHU9/sYbb+TFF1+kRYsWdOzYkS1btjBz5kz+8Ic/ABUVH5MmTWL69OmkpaWRlpbG9OnTCQsLY8yYMU7F6k5OJUDnt/0B3HXXXVX2ufvuu50pQlxC5RxUUuumr/PffqkBEkL4mzfffJOnn36aiRMnkpWVRWJiIhMmTOCZZ56x7/P4449TXFzMxIkTycnJoXfv3ixZsoSIiAgdI780pxKgOXPmuCoOUQ+VX7aS/+jr/D5YshyGEMKdrErDWscmrOrOURcRERHMmjWLWbNmXXQfTdOYNm0a06ZNcyo2T5JO0D6s8rs2QDIgXTn0wZIESAjhRvXpw1PdOYSLl8IQnmWvAdI5joZOJkIUQgjfIzVAvsw+CkxSID2dXwMk6Y8Qwp2UCsBWx8VMqzuHkATIp0kfIO8gNUBCCE+xomF1st7f2eP9haSBPqzyq1ZGgemv8kcg+Y8QQvgGqQHyYTb7TNBCbxoVCaksByOEcCebcr4Ts4xWrSAJkA+T1eC9R4CmYVNK+gAJIdzK5oI+QM4e7y/kXfBh9rXApAlMd5U/AukDJIQQvkFqgHxYZX2D1ADpryIJVdIHSAjhVjY0bE52fHD2eH8hCZAPq1wKQ4aB6a/yJyA1QEIId9JjJmh/JQmQD5MaIO9ROReT5D9CCHeSPkCuI++CD7PJRIheI0CGwQshhE+RGiAfpmQYvNeo7Igu48CEEO5kwwVrgcm3BiAJkE87NwxePsx6OzcKTN84hBD+TbmgE7SSBAiQJjCfZv+ulc+y7ip/BDIRohBC+AapAfJhNqkB8hoBZzsBSQ2QEMKdbMoFTWAyCgyQBMinSR8g73HuZyAZkBDCfWQUmOvIu+DD7DVA8lPUXWUtnNQACSGEb5AaID+gSR2Q7mQ1eCGEJ0gTmOtIAuTDKmuApAuQ/jR7DZBkQEII95GlMFxHGk98mCyG6j3OjQLTNQwhhBC1JDVAPuzcKDCdAxHn9QGSDEgI4T7SBOY6fl0D9NZbb5GSkkJISAg9e/bkp59+0jsklzo3Ckw+zHqTSjghhCdUJkDObsKPE6CFCxcyadIknnrqKbZs2cKVV17JsGHDOHLkiN6huYyyrwWmbxxCaoCEEJ4hCZDr+G0T2MyZM7nnnnv44x//CMCsWbNYvHgxb7/9NjNmzKj1eY7nFGG2eufbZCm3AlL74E1Omi0cyynSOwy/km+W91MI4Xre+c3upNLSUjZt2sSTTz7p8PyQIUNYs2ZNtcdYLBYsFov9cV5eHgCDX15MgDHMfcG6QGFBAWazWe8wGjRbaSE2Swn3vLdK71D8js1SkQDJMiNCSB8gV/LLBOj06dNYrVbi4uIcno+LiyMzM7PaY2bMmMFzzz1X5fnjb493R4gudessvSMQwv2ys7MxmUx6hyGErhTOD2OXPyUq+GUCVOnC4eFKqYsOGZ86dSqTJ0+2P87NzSU5OZkjR4545KZrNptJSkri6NGjREZG+l15epQp1+j75UFFbWyLFi2IiorySHlCiIbBLxOgmJgYDAZDldqerKysKrVClYxGI0ajscrzJpPJYzd6gMjISL8uT48y5Rp9vzyAAFnzRQhpAnMhv7yjBAcH07NnT5YuXerw/NKlS+nbt69OUQkhhBDOkVFgruOXNUAAkydPZuzYsfTq1YsrrriCd999lyNHjnD//ffrHZoQQgghdOa3CdDtt99OdnY2zz//PBkZGXTq1IlFixaRnJxcq+ONRiPPPvtstc1i7uDv5elRplyj75enV5lCeCtpAnMdTcnYUiGEEMKrmc1mTCYT/b9+kMBw5/4YKC+0sHrEP8nLy/N4Xz5v4pd9gIQQQgghLsVvm8CEEEIIf6OUhnKyCcvZ4/2FJEBCCCGEj7ChOT0RorPH+wtJgIQQQggfIZ2gXadB9gH6/PPPGTp0KDExMWiaxtatW6vsY7FYePjhh4mJiSE8PJwRI0Zw7Ngxh31ycnIYO3YsJpMJk8nE2LFjyc3NrbF8TdOq3V599VX7PgMHDqzy+ujRo+t9zePHj69yvj59+tT5mmujrKyMJ554gs6dOxMeHk5iYiJ33303J06ccNjP1dd4obfeeouUlBRCQkLo2bMnP/30k0vOO2PGDC677DIiIiKIjY3l5ptvZs+ePQ771Ob9rq1p06ZVOVd8fLz9daUU06ZNIzExkdDQUAYOHMiuXbvqfX0tW7as9vP54IMPuuzaVq1axY033khiYiKapvHll186vF6ba3LV51UI0TA1yASosLCQfv368dJLL110n0mTJvHFF1+wYMECVq9eTUFBATfccANWq9W+z5gxY9i6dSvff/8933//PVu3bmXs2LE1lp+RkeGwffDBB2iaxi233OKw37333uuw37/+9a/6XzRw3XXXOZxv0aJFdb7m2igqKmLz5s08/fTTbN68mc8//5y9e/cyYsSIKvu6+horLVy4kEmTJvHUU0+xZcsWrrzySoYNG8aRI0ecPvfKlSt58MEHWbduHUuXLqW8vJwhQ4ZQWFjosF9N73dddOzY0eFcO3bssL/2yiuvMHPmTGbPns2GDRuIj49n8ODB5Ofn16usDRs2OJRVOaHobbfd5rJrKywspGvXrsyePbva12tzTa76vArhSyr7ADm7CUA1YOnp6QpQW7ZscXg+NzdXBQUFqQULFtifO378uAoICFDff/+9UkqpX3/9VQFq3bp19n3Wrl2rAPXbb7/VKY6bbrpJXX311Q7PDRgwQP3pT3+q2wVdwrhx49RNN9100ddrc83OWL9+vQLU4cOH7c+5+hrPd/nll6v777/f4bl27dqpJ5980uVlZWVlKUCtXLnS/lxN73ddPPvss6pr167Vvmaz2VR8fLx66aWX7M+VlJQok8mk3nnnHZeU/6c//Um1atVK2Ww2pZRrr00ppQD1xRdf2B/X5prc/XkVwtvk5eUpQPX6fJLqs/gJp7Zen09SgMrLy9P7snTVIGuAarJp0ybKysoYMmSI/bnExEQ6derEmjVrAFi7di0mk4nevXvb9+nTpw8mk8m+T22cPHmSb7/9lnvuuafKa/PmzSMmJoaOHTsyZcqUev9FX2nFihXExsbSpk0b7r33XrKysuyv1eaanZGXl4emaTRu3NjheVdfI0BpaSmbNm1yuBaAIUOGuORaLpSXlwdQZbHOS73fdbVv3z4SExNJSUlh9OjRHDx4EID09HQyMzMdrtVoNDJgwACXXGtpaSmffPIJf/jDHxwWEnbltV2oNtfk7s+rEML/SSfoamRmZhIcHEyTJk0cno+Li7MvsJqZmUlsbGyVY2NjY6sswnopc+fOJSIigpEjRzo8f+edd5KSkkJ8fDw7d+5k6tSpbNu2rcr6ZrU1bNgwbrvtNpKTk0lPT+fpp5/m6quvZtOmTRiNxlpdc32VlJTw5JNPMmbMGIdJt1x9jZVOnz6N1WqtsvCtK67lQkopJk+eTP/+/enUqZP9+Zre77ro3bs3H330EW3atOHkyZO88MIL9O3bl127dtmvp7prPXz4sNPX9+WXX5Kbm8v48ePdcm3Vqc01ufPzKoQ3k2HwruP3CdC8efOYMGGC/fF3333HlVdeWa9zKaUc/go+//8X26em8j/44APuvPNOQkJCHM5z77332v/fqVMn0tLS6NWrF5s3b6ZHjx6XjLO6Mm+//XaH8/Xq1Yvk5GS+/fbbKsnXpa6ntuVVXmNZWRmjR4/GZrPx1ltvuewaa+PCuGtzLXX10EMPsX37dlavXu3wfH3f7+oMGzbM/v/OnTtzxRVX0KpVK+bOnWvvfOyua33//fcZNmwYiYmJ9udceW2XUp9rcsfPWAhvolwwCkwSoAp+nwCNGDHCoZmqWbNmNR4THx9PaWkpOTk5Dn9hZmVl2VeTj4+P5+TJk1WOPXXqlMNfrpcq/6effmLPnj0sXLiwxph69OhBUFAQ+/btqzE5qM01JyQkkJyczL59++zXU9M117W8srIyRo0aRXp6OsuWLatxyvW6XOOlxMTEYDAYqtQEZGVlValVcMbDDz/M119/zapVq2jevPkl973w/XZGeHg4nTt3Zt++fdx8881ARY1IQkKCfR9XXOvhw4f54Ycf+Pzzzy+5nyuvDbCPcLvUNTnzeRVCCGgAo8AiIiJo3bq1fQsNDa3xmJ49exIUFOTQFJORkcHOnTvtN9crrriCvLw81q9fb9/nl19+IS8vz+EGfKny33//fXr27EnXrl1rjGnXrl2UlZU5fCE4c83Z2dkcPXrUfr7aXHNdyqtMfvbt28cPP/xAdHS0S6/xUoKDg+nZs2eVprSlS5e65MtRKcVDDz3E559/zrJly0hJSanxmAvfb2dYLBZ2795NQkKCvQnx/GstLS1l5cqVTl/rnDlziI2N5frrr7/kfq68NqBW1+TM51UIX6YApZzc9L4IL+H3NUDVOXPmDEeOHLHPS1M5h0t8fDzx8fGYTCbuueceHnvsMaKjo4mKimLKlCl07tyZa6+9FoD27dtz3XXXce+999qHbt93333ccMMNtG3btsYYzGYzn376Ka+99lqV1w4cOMC8efMYPnw4MTEx/Prrrzz22GN0796dfv361fl6CwoKmDZtGrfccgsJCQkcOnSIv/zlL8TExPC73/0OoFbXXFvl5eXceuutbN68mW+++Qar1WqvjYmKiiI4ONjl13ihyZMnM3bsWHr16sUVV1zBu+++y5EjR7j//vudPveDDz7I/Pnz+eqrr4iIiLBfm8lkIjQ0tFbvd11MmTKFG2+8kRYtWpCVlcULL7yA2Wxm3LhxaJrGpEmTmD59OmlpaaSlpTF9+nTCwsIYM2ZMva/RZrMxZ84cxo0bR2DguduEq66toKCA/fv32x+np6ezdetWoqKiaNGiRY3X5MrPqxC+xIaGJjNBu4Zu4890NGfOHMXZRPr87dlnn7XvU1xcrB566CEVFRWlQkND1Q033KCOHDnicJ7s7Gx15513qoiICBUREaHuvPNOlZOTU6sY/vWvf6nQ0FCVm5tb5bUjR46oq666SkVFRang4GDVqlUr9cgjj6js7Ox6XW9RUZEaMmSIatq0qQoKClItWrRQ48aNq3I9tbnm2qicXqC6bfny5W65xur885//VMnJySo4OFj16NHDYZi6My52bXPmzFFK1f79rq3bb79dJSQkqKCgIJWYmKhGjhypdu3aZX/dZrOpZ599VsXHxyuj0aiuuuoqtWPHDqeucfHixQpQe/bscXjeVde2fPnyat/DcePG1fqaXPV5FcIXVA6D7/rZY6rHor84tXX97DEZBq+U0pRSUhsmhBBCeDGz2YzJZKLLp1MwhDk32tJaZGH7bX8nLy+vxr6Z/qxBNoEJIYQQvsimNDRZC8wlJAESQgghfERlR2ZnzyEawCgwIYQQQogLSQ2QEEII4SNkJmjX8boaoFWrVnHjjTeSmJiIpml8+eWXDq8rpZg2bRqJiYmEhoYycOBAdu3a5bCPxWLh4YcfJiYmhvDwcEaMGMGxY8c8eBVCCG8h9xThT2Q1eNfxugSosLCQrl27Mnv27Gpff+WVV5g5cyazZ89mw4YNxMfHM3jwYIdFNCdNmsQXX3zBggULWL16NQUFBdxwww1YrVZPXYYQwkvIPUUIUR2vHgavaRpffPGFfbp/pRSJiYlMmjSJJ554Aqj4yywuLo6XX36ZCRMmkJeXR9OmTfn444/taxadOHGCpKQkFi1axNChQ/W6HCGEzuSeInxV5TD4tvOfdMkw+D1jXpJh8HoHUBfp6elkZmYyZMgQ+3NGo5EBAwawZs0aJkyYwKZNmygrK3PYJzExkU6dOrFmzZqL3qwsFgsWi8X+2GazcebMGaKjo2VxRSF0pJQiPz+fxMREAgJcW2kt9xThKu78nDqWI6PAXMWnEqDKJQcuXOQxLi6Ow4cP2/cJDg52WCCxcp8LF8c834wZM3juuedcHLEQwlWOHj1a46KzdSX3FOFq7vicCvfwqQSo0oV/PSmlavyLqqZ9pk6dyuTJk+2P8/LyaNGiBf0ZTiBBzgUsHCgURRSQSzZ5ZFNAHkXkk0gKbegCgJVyfuJbADQCCCEUIyEYCcNICCaiiCbefr5CCgjEgIFADAQSQADq7JJ/CkXA2e5uCkUpJZRRRjmllGKhjFL7FkFj4kkCoIhC1vNDtddgJJRmtKQFbdz6Xgkop4zVLCIiIsJtZXjynnL06NEG3ezgr8xmM0lJSW79nEJlDZCzo8BcFIyP86kEKD6+4gsvMzPTYeXprKws+19w8fHxlJaWkpOT4/AXW1ZW1iVXiTYajRiNVdtVAwkiUJMEyBWsqpxdbCCX05RiqfK6hSL7ex1IEJerqwkhnCCCa/wyakxUreMIIrhW+zVSEVzG1RRRQBH5FFFAPrkUkY+FYkCzx2tRxWzlZ6KJI4o4GhNDgOZ1Ywx809mbtTuajfS4p0RGRkoC5Mfc3bwpw+Bdx6fu0CkpKcTHx7N06VL7c6WlpaxcudJ+I+rZsydBQUEO+2RkZLBz585L3qyEa1mVlVPqBMdVuv25AAzkcYZSLAQQQGNiSKE93ehHf4bTjf4O54jUogjWjLr1lwjQDJi0KBK0FrTSOtJZ601fbSgDuYkeXEk8Lez75pFDPrkcYg+bWcVKvmar+pmjaj9FqkCX+EXN5J4iRMPldTVABQUF7N+/3/44PT2drVu3EhUVRYsWLZg0aRLTp08nLS2NtLQ0pk+fTlhYGGPGjAHAZDJxzz338NhjjxEdHU1UVBRTpkyhc+fOXHvttXpdVoNQqiycJoNTnCCbk9iwEkgQCSqZAC0ATdNoq7oTTDCRNCFAM+gdcr0EakFE4dhnpAkxdOQysjlJNicpo+K9OE0GAO1VT5ppKXqE2+DJPUX4E4W9UtSpcwgvTIA2btzIoEGD7I8r29DHjRvHhx9+yOOPP05xcTETJ04kJyeH3r17s2TJEod219dff53AwEBGjRpFcXEx11xzDR9++CEGg29+4Xq7U+oER9nPGbIcng8hjKYkYqWcgLPNTrFaoh4hul2QFkwCySSQXDEahFzOnE2G8sgm5mx/Jah4vwrJJ54kQrQwHaNuGOSeIvyJNIG5jlfPA6SnyjkXBnKT9AG6QOVHprJpar/aySF+A6ARjWlKArE0oxEmGe5LRXOg4bzark1qJTmcAsBENIm0JJ4kDJrX/T3iFcpVGSv4yufnLKm8p/j6dYjqufvnW3n+1Ll/wRAW4tS5rEUlHBw3vcF/Fn2qD5DQV5kq5bDayzqWks254b+JtCSVDvTlOvpo19JK60iE1liSn7MMFzT1xdOCxsQAkEc2u9nET3zLXrVN+gsJIbzS8ePHueuuu4iOjiYsLIxu3bqxadMm++u1WVLG28ifnKJGxaqQI+zjOOnYqJj6/wSHiaFi1EyY1ohUOugZok9ppqXQjBRKVDGZHOE4Bymm4j02k0MvBuodohDCW7liLa86Hp+Tk0O/fv0YNGgQ3333HbGxsRw4cIDGjRvb96lcUubDDz+kTZs2vPDCCwwePJg9e/a4fWqA+pIESFyUWZ3hMHs5yblFHxthojmpxJ2dK0fUX4gWSkvakqzakE0mRzlAIsn218tVGSc5RgLJMqReCAHoMxP0yy+/TFJSEnPmzLE/17Jly/POp5g1axZPPfUUI0eOBGDu3LnExcUxf/58JkyY4FzAbiJ3VVEtpRS72GhPfqKIoztX0ptraa61Ikir3Vw6omaaphGjJdBd60+cdi6xPMp+drOJNXzPMXUQm5KFN4UQrmM2mx2285duOd/XX39Nr169uO2224iNjaV79+6899579tdrWlLGW0kCJOzyVDY2ZQMqvpSTaUs8LejNtfTQriRai5N+PR4UTAjBhFBCEb+xmZ/5nqPqgCRCQjRglaPAnN0AkpKSMJlM9m3GjBnVlnnw4EHefvtt0tLSWLx4Mffffz+PPPIIH330EXDpJWUutVyM3qQJTFCg8tjPTk6TQVu6kURrABK1ZIcmGeFZzbQU4lULjnOQQ+zBQjF72MIhfiNVtSeRFElIhWholFbnPjzVngOqLMtS3czlULGQb69evZg+fToA3bt3Z9euXbz99tvcfffd9v3qs6SMnqQGqAErUUXsUhtYx1L7hH0VSzwIb2HQDLTQ0ujHMNrSDSOhWCjmDFlefWMRQni/ymVZKreLJUAJCQl06OA40KV9+/YcOXIEcFxS5nznLynjjaQGqAGyKiuH+I3D7MFGRZNXU5rRmo6Eaw13TghvZtAMJNGaRJXCcQ7SlHMTSlpUMTZshGrhOkYohPAEPTpB9+vXjz179jg8t3fvXpKTK1oIzl9Spnv37sC5JWVefvll54J1I0mAGqDdbCSTowA0oSmt6YRJi9Y5KlEbBs1AC9IcntvHdrI4TrJqS0vayoSKQvgzHdbCePTRR+nbty/Tp09n1KhRrF+/nnfffZd3330XqGj6qmlJGW8kd8oGKJm25JJNGl2IpZk0pfgwm7JioQQbNtLZzQkO0UH1JFqLr/lgIYSohcsuu4wvvviCqVOn8vzzz5OSksKsWbO488477fvUZkkZbyNLYVyEvyyFoZTiOOmUUkKqdq4N16ZsMreMn1BKcYoT7GUbJRQB0IwU0uji05/dSrIUhvAFnloKo8W7zxDg5FIYtqISjtz3fIP/LEoNkB8rUUXsZD25nEZDI1Y1p9HZPj6S/PgPTdOIpRnRKo797OQo+zlOOqfJpJvqR4TWWO8QhRCuJNUWLiEJkJ86qY6ym82UU4YBA63oRDjeWxUpnGfQAmlLN2JVM35lY0XHaKRjtBD+RFaDdx1JgPxMuSpjD1vJ4DAAkTShE70J0xrpHJnwlCZaU/qowRRTaG8CU0pRTKF8DoQQ4ixJgPyIUoqNrKCAPABa0o5UOkhzVwNk0AJphMn++ATp/MYW0lRXkmglHd+F8FU6jALzV/LN6Ec0TaM5rQghjJ4MoLXWSZIfAUAOp1Eo9rKVHfxCuSrTOyQhRL1oLtqE1AD5OKuyYqHY3rTRjBTiSfKL0T/CdTpyGZE0OTtn0DEKyKWz6iMdpIUQDZbPVQ+0bNkSTdOqbA8++CAA48ePr/Janz59dI7aPUpUEZtYwWZWUaoqVvHVNE2SH1GFpmm00NLoyUCMhFJEARtYRoY6rHdoupN7ivApykWb8L0aoA0bNmC1nlsNe+fOnQwePJjbbrvN/tx1113HnDlz7I+Dg4M9GqMn5KrTbGctpVgIIphiCgmm+nVchKjUWIumt7qWXawnm5PsYgORqkmDXgJF7inCp0gfIJfxuQSoadOmDo9feuklWrVqxYABA+zPGY1G++Js/ui4Suc3NqNQNMJEV/rKOlCi1oI1I91Ufw6wk0CCG3TyA3JPEaKh8rkmsPOVlpbyySef8Ic//MFhVMuKFSuIjY2lTZs23HvvvWRlZdV4LovFgtlsdti8jVKKg+pXdrMJhSKWZvRikCQ/os40TaO11pmWWlv7cxZVTJkq1TEq/TW0e4rwQUpzzSZ8rwbofF9++SW5ubmMHz/e/tywYcO47bbbSE5OJj09naeffpqrr76aTZs2YTRevIloxowZPPfccx6Iuv6Osp+D/ApACu1JpYMMZxYuUa7K2MJqFDa6qf4NNqluaPcU4Xv0WA1eLyNHjqzzMe+88w6xsbG12ten1wIbOnQowcHB/O9//7voPhkZGSQnJ7NgwYJLvpkWiwWLxWJ/bDabSUpK8qq1wEqVhU2spDmpJGmt9Q5H+JFClc9mVmGhmGCM9OAqGmmmmg/0AE+uBeaJe0pDX3/JX3lqLbDms58jINTJtcCKSzj20LNe/1kMCAhg1KhRhIaG1mr/+fPns3v3blJTU2u1v8/WAB0+fJgffviBzz///JL7JSQkkJyczL59+y65n9FovORfc3o5f9HSYM1Ib3UNAZpB56iEvwnXIrhMXc1WVlNAHptYSQ91VYMaJt9Q7inCxzWwTtBvvPFGrWt0Pvvsszqd22f7AM2ZM4fY2Fiuv/76S+6XnZ3N0aNHSUhI8FBkrlOuytjMSo6pA/bnJPkR7hKihdKTAUTQhDJK2cwqzCpH77A8piHcU4QfaEB9gJYvX05UVFSt9//uu+9o1qxZrff3yQTIZrMxZ84cxo0bR2DguUqsgoICpkyZwtq1azl06BArVqzgxhtvJCYmht/97nc6Rlx3VlXOFlaTSzb72dngO6cKzwjSgunBlUQ2sCSoIdxThH/QlGs2XzBgwACH38ea9O/fv061rj7ZBPbDDz9w5MgR/vCHPzg8bzAY2LFjBx999BG5ubkkJCQwaNAgFi5cSESE76yEblVWtrGGPLIJJIgeXEWQJvOOCM8I0oLpoa5iCz9RQjFB+P9nz9/vKUL4k2+//ZYVK1ZgtVrp168ft9xyS73O45MJ0JAhQ6iu73ZoaCiLFy/WISLXsSkbO1jHGbIwEEh3+hOpNdE7LNHABGpBdFdXUkZpgxgR5s/3FOFnGlgfoAs9/fTTfP7551x//fUopXj00UdZvnw5s2fPrvO5fDIB8ldKKXaxntNkEEAAXemLSYvWOyzRQAVqQQRybgTkGXWSEMLt684JIXTgij48PtIHCGDTpk307NnT/njhwoVs27bNPjJs/PjxDBw4sF4JkE/2AfJXWRznJMfQ0OjCFURptev5LoS7nVIn2MJqtrLavu6cEEK423333cekSZMoKioCIDU1lZkzZ7Jnzx527NjB22+/TZs2bep1bkmAvEgszUilA53oTYwmI0yE94ikiX0R1a38jFWV6x2SEA1TA1sMdf369cTHx9OjRw/+97//8cEHH7B582b69u3LlVdeybFjx5g/f369zi1NYF5E0zRS6aB3GEJUYdRC6a76s5EVmDnDDn6hi7rCPkeVEMJDGlgfIIPBwJNPPsmoUaN44IEHCA8PZ/bs2SQmJjp9brl76SxXnWabWku5KtM7FCEuKVyLpCt9CSCA02TwG1uq7TgshBCulpqayuLFi7n55pu56qqr+Oc//+n0OSUB0lGxKmQbazjFcfsaX0J4s8ZaDJ3pA8AJ0jnKgRqOEEK4VANrAsvLy+OJJ57gxhtv5K9//SsjR47kl19+Yf369fTp04cdO3bU+9ySAOmkXJWxlZ8po5QIGtOKjnqHJEStNNUSSaMLAGbOSC2QEJ7UgGaCBhg3bhzr1q3j+uuvZ8+ePTzwwANER0czd+5cXnzxRUaNGsUTTzxRr3NLHyAdKKXYyS8UYiaYELrSF4MmPwrhO1qQRhiNiCEBTfOdm6kQwrf8+OOPbNmyhdatW3PvvffSuvW5hcCvueYaNm/ezN/+9rd6nVtqgHRwmL2cJtM+10+IFqZ3SELUiaZpNNUS7cmPUgqbsukclRD+ryEthQGQlpbGu+++y969e3nnnXdITk52eD00NJTp06fX69ySAHlYnsrmADsBaEt3TFrtF3oTwhuVqzJ2sI59bNc7FCH8XwPrA/TBBx+wbNkyunfvzvz583n77bdddm5pd9FBMCE0JppEWuodihBOyyObLI4DYFJRxGstdI5ICOEvunXrxsaNG91ybqkB8jCTFk0fBtOentJ3QviFaC2eFNoB8BtbKFFFOkckhBA1kwTIQ8rPmzk3SAsmUAu6xN5C+JYUOhBJE8op41c2ysgwIdxEwwV9gPS+iFqKiori9OnTtd6/RYsWHD58uNb7SxOYBxQoM5tYQWvVmURaSs2P8DsBWgAd1eX8wg+cIYtjHCCJ1jUfKISomwa0GGpubi7fffcdJpOpVvtnZ2djtVprfX5JgNxMKcVuNlJGKVkck34/wm+FaxGkqc7sYSv72EGUiiNci9A7LCGEDxs3bpzbzi0JkJsd4wB5nMFAoPT7EX6vOa04xQkKyaeMUr3DEcL/NKC1wGw2906tIQmQG5WoIvafHfLemk4y34/we5qm0VFdTgABBGnBeocjhP9pQAmQu0kC5CYVTV+bsVKOiWia00rvkITwCKMWoncIQghRI58bBTZt2jQ0TXPY4uPj7a8rpZg2bRqJiYmEhoYycOBAdu3a5fE4T3KUbDLRCKCDNH2JBkgpxXF1kF/VJr1DuSRfuacIAQ1vJmh38rkECKBjx45kZGTYt/NXg33llVeYOXMms2fPZsOGDcTHxzN48GDy8/M9GmMxhQCk0I5wLdKjZQvhDYoo4De2cIJ0TqtMvcO5JF+4pwgBNLiZoN3JJ5vAAgMDHf5Cq6SUYtasWTz11FOMHDkSgLlz5xIXF8f8+fOZMGGCx2JM0doToxIIR5Ifd7MpG6WUUEIx5ZRixYqVcmxYMRBIgnZu7ZhCZQY0gjESSJDUzLlRuBZBkmrNEfaxh61EqcEEaAa9w6qWL9xThBCu5ZMJ0L59+0hMTMRoNNK7d2+mT59Oamoq6enpZGZmMmTIEPu+RqORAQMGsGbNmkverCwWCxaLxf7YbDY7HWeE1tjpczQEWlAwqrwMapg8z6asmMmlnFJitAT78+tYQhEF1R5jJIQEziVAu9lMLhUTawUSRJhqRCiNCCcSE02IIk6SIhdKpQOZHKWYAg6zlxTa6x1StXzlniJEQ+sEXZvfm8DAQMLC6j7IyOcSoN69e/PRRx/Rpk0bTp48yQsvvEDfvn3ZtWsXmZkV1exxcXEOx8TFxdU4O+SMGTN47rnnnI7vkNpDDPE00mo3cVODFGAg+/eXU9aoItEovqKAwF2NCDr7OY/bWIT281ZsykYe2ZwhixxOYeYMNmwYCeFKbrCfLpgQiinESChBBGMgEAOBFSORcByJZMBAIEGUU0Y5ZZjJwUwOAEEEcxU32vc1qxxCCZfRTE4I1IJIU13YxXrS+Y0Elex1oyG9/Z4ixPlc0YfHl/oANW7cuFZ/lIaHhzN48GD+8Y9/0Lx581qd2+cSoGHDhtn/37lzZ6644gpatWrF3Llz6dOnD0CVN0spVeMbOHXqVCZPnmx/bDabSUpKqlNsuSqb/ezgADvpr4Zj1ELrdLy/MqSlUtAxhrzx+VybtIcAzcb90a9iCjjvZ9Lv3H9XFifw95eK2fSfQ1jzix3OFYSRRpiwKau9OaUb/TAQWKtfku7alQBYVTnFFFJEAUXkk08egeedQynFdtZioRiTiiaOJOJoTrBmdPLdaHjiSeI4B8nlNAfZTQd66h2SA2++pwhRRQOaCRpg+fLlNe5js9k4efIk//znP7nvvvtYtGhRrc7tcwnQhcLDw+ncuTP79u3j5ptvBiAzM5OEhHNNJFlZWVX+gruQ0WjEaKz/l5tSin1sAyCB5Aaf/Bjatua3h6KJa32aaxL2Min64wv2cPwF/HV3GW3bBGIwaAwIzWCZwcz6/GKaNNa4aqCR3an9KYjoTscvjQRkZGM9dcp+bH3WVTNogTTCRCOqr6kro5QADCgUuZwml9PsZStRKpZmpBJDAgGaT44h8DhN02itOrGRFWRwiFaqg1f/fnjLPUUIUdGUPGjQIIKCar7Pd+nSxf5HS234fAJksVjYvXs3V155JSkpKcTHx7N06VK6d+8OQGlpKStXruTll192axxZHCePMwRgoBUd3VqWtwqIiODUqE5kX17O7Gs+5jJj9iWHGVqtisVLLLz1rwI2bCzjP/OjGHBVxRfGuLvCGDrYyOWXBRMYqAG7sLGL0j8qJqbfyu7dl9Nuthn1235UefklSqmfYM1IX4ZSrArJ4jiZHCWfHLI5STYnaU4r2tHd5eX6q8ZaDCmqPTEkeHXyA95zTxGiWg2sD9D999/PmTNnGDp0KDfddBPDhw+ncePG1e7bunVrPv74wj+2L87nEqApU6Zw44030qJFC7KysnjhhRcwm82MGzcOTdOYNGkS06dPJy0tjbS0NKZPn05YWBhjxoxxW0xKKQ5SMS9IMm28/gbvalrPjhy/xkTnm3Yzs9lrNDVc+rerrEyx8NNi/vl2AQfTKxauCwqC3/aW2xOg1NRAUlMdP54BQIim8UHqfyEV9gwJ5a7v76ftnGLUhh0XFuMSoVo4ybQhmTYUqXxOcIjjHCKeFvZ9SlUJAMEyAeAltdK88w8Db7ynCHExDa0P0MGDB9m+fTtff/01s2bN4g9/+AP9+vXjpptuYsSIEbRs2dK+b3BwMDfddFOtz+1zCdCxY8e44447OH36NE2bNqVPnz6sW7eO5OSKkT6PP/44xcXFTJw4kZycHHr37s2SJUuIiHDfooyVax8FEkQybdxWjrex9e/G/ruDmDHgM64NO1bj/kopvvm2hBmv5HPgYEXiYzJpjL87jD/+PpzY2LoNkW4bVMyGG19n2bWJPLH6NhIWB9J4xUGsJ7PqdT01CdMiaE1nUlUHtPPqtg7yKyc4TJJqRQrt69Uk19CUqVKv6VzujfcUIcQ5Xbp0oUuXLvz1r3/lxIkTfP3113z99dc88cQTtGnTxp4M9erVq07n1ZSqYexxA2U2mzGZTAzkpkt+oSml2MAyzOTQkna01jp5MEodaBoBXduz59EQXr3iMwaEZtT60LIyxVVXn+JgupXoqAAeeSicsXeGER7uur40Q7b8gdhnA1Fbf61xWL0rKKXYxEr70PogjLSmE4m0lOH01ajoK7edYxzgMq6u1VQR5aqMFXxFXl4ekZG+O69W5T3lv+v20qhRBAGahqZRsVH5fw0Nzr0GoJ19zNnXNQg4+0LlPuf2r+6c5x9fcVzAeWVVvs7Z/2va2dfPO7+mOf6/8nWqOX91MTi87qe/F5U/X3d9TivPn/rMdAJCnKtttpWUcPD5v/j871RhYSHff/89X331FYsWLWLy5Mn85S9/qfXxPlcD5G0UijiaU0YpLUjTOxy3MjQ2kXVrB9566g1aBpbWahrx/HwbYWEaBoNGUJDG009FsnNnGQ9MCCciwvWdiL/v/gFHPw/i1hUP0P7vBdj2HHBLH6FKmqbRUw0gm0z2sp0i8tnNJo5xgA6ql8wFdQFN07CoEmzYSGc3XbhC75A8btKCrQQYvWsqAE9zSKw4m4DZn6ua8Dkmf9Ulc47Jlr2MC8/FuSSsavJ3NpaA2iV/ESGB/OX69rRq2sizb54rlrLwk2qP8PBwbrnlFm655RZsNhvZ2dl1Ol4SICcFaAEk05YWqo3f/mWDppF9Tx9Sx+9lVtLfiapl3rJylYVHHs1l0iON+P24cACGXxfC8Ovc11cmAEgOLOOXa9/g0MBgxn34J1r87RewWd1WpqZpxJBAlIrjGAc4yK/kk8t6fqST6k2cVrs5KRqKFNpxkqNkcZxiVUioFq53SB7VtbmJwNBwlKqoEVNUVFYqFDbb2T6uZ2svbUqdfe3svuf///zXz36hndu/4l+bAuz/P6+sS52r4pDz9j93nKucK6fypL75jdw+IZIpQ9vqHYZfGz58OP/+978xmSpG7L744os8+OCD9o7Q2dnZXHnllfz66680bdq0TueWBMhF/DX5CejSjgOjm/DFmJnEGWy1OsZiUUx/OZ933q1YD+3fC4sZNzaMgADPvUcBQGpgKZ///u/Muv4aDk9shdq4071lagG0II04lcRvZ2ecbkKMW8v0RY00E1EqljNkcYwDpNFF75A8at69fXy22eH8xOnCZMvh/+e9Xl0yZTu7U2Vi5fD6pc51XmJ3frm2s4mUPZF0SC7PT/Yc4+bCcznEdl5ZFySPn246xrLfsii36ZC4NbBRYIsXL3aYUf3ll1/mjjvusCdA5eXl7Nmzp17nlgTICfvVDiJoQizN/DIB0np14vL3t/Bx1PpaH3P4SDl/uDeHnbsqmp3G3x3Gs09HejT5OV9Tg+LFhB9Y+NExXvtxOG3/8is2Ny9iadRC6KKuwEKxw8gws8ohUmvi1rJ9RQvSOEMWx0knRXUgUJNbkS+obA4CMOB/97za2ng4R7/CG1gCdGE3ZVd2W5aZ3OqpRBVxiD3sYB1F+Neq0AEhIRx68QoGzfmFh+uQ/KxabWHo8NPs3FVOdFQAH81pwsvTTYSF6n+jvD3iN9bdPJPfXm3vdAfC2tA0zWHJh0x1lPX8yF61zaW/wL4qmnjCaEQ5ZWRwSO9whBANkCRA9XTi7E27MTGEa75ZnV0dLTCQPa915cexr3JP4621Pu74CStjxp4hJ1fRrWsQP3wfw9DB3jUvTgDw0/CZHJjTlrIhdRsu6axCKhY6O8I+trEGq3Jfx2xfoGkaSbQG4BgHJSkUopYq5wFydvMVFbWOWpXnXEHqnetBKcVx0gFoRqrO0biOZjSyd2Y3frzhNULq+AFrlmjg8cci2LO3nL+/bCLUC2p9qhOiaazp/xYreybw5qO3Y/x2g0fKbaV1pJEysYv1nCaDjaykm+qHsQFPnphAS8oopRkpftmELIRwnlKK8ePH25eVKSkp4f777yc8vGLwxPn9g+pKEqB6yCYTC8UEEUwszfQOxyUswy8j5ZnfeDfxNcJq+WVktSrMZkWTJhUViQ8/WPGB9IUvswGhGfD6Qt4IGE3I/2rfzOeMOK05RhXCNtaQTw6bWEEPdZXXrY7uKYFaIKl00DsMIXxLA+sDNG7cOIfHd911V5V97r777nqdWxKgejjGQaBi0VODVrfZi72RZfhl3P965WzOtUtebDbFI4/msfu3Mr74NBqTKcAnEp/zDQjNgNcW8IYaTcg3nkmCGmsxXKauZjOrKKKATaykt7pWZo8WQohqzJkzx23nlj5AdVSiijhNxezHzUjRORrnlV3b87zkp3aUUjw+1cxnnxfz255ytm4rc2OE7jUgNINHZi6g9LrLPFZmmNaIngwglHDiadHgk59slckW9RPH1UG9QxHC6zW0PkDuJAlQHVkowUS0X3R+Lh3ai/v++Xmdk59pf8vn43lFaBr8843G9gVMfdWA0AweemMhluGeS4JCtXAu5xppAgIKMJPNSfvAAiFEDZSTmwAkAaozkxbFZdogenCV3qE4xdA6hT++8UWdkh+A//ugyD7B4cxXTfzuplB3hOdxA0IzeHjWQkpuuNxjZQZpwfZmQ6sq54DahVW5b8ZqbxVPEgB5nKFIFegcjRCioZAEqJ4CNN996wLCwvhtUixXhx6u03E/LivhmecqhnM//ZcIxoz2r867A0IzeHCmZ5OgSttZSzq72c2mBjck3KiFEk0cABnU7TMpRIPjbO2P1ALZ+e63uA4KVB6lqv5D7ryBFhTMnlc78/OI1wiqQ6fl8nLFU8+Ysdlg9O2hPPiAf67fdHXoCR6ZuYDyq3t6tNxk2qChkckRjnLAo2V7g3iSAcjkSINLAIWoC+kD5DqSANXBr2ziJ74hS53QO5R60QID2ft6d368oW7JD0BgoMZ//h3F2DvDeHWGyedGfNXFgNAM0u+uSBY9JUqLozWdAdjHNnLVaY+V7Q1iSSSAAIoptE8aKYQQ7iQJUC2VqCLMnEGhMBGldzj1060d7w37PyLquS5Xi6RA/v6yieBg/01+Kq24+h/sebMbAeGeq+lqQRpxNEeh2ME6ylSpx8rWm0ELpAkVKzmfJlPnaITwYtIE5jKSANXSSSo6Czcmxidn7w1slsgV72+ma3Dd/rpevLSEH5eVuCkq7xWmaawcPpPS3u08VqamabSnF2E0wkIJv7HFY2V7g6Y0owlNCcU/m1eFcAVpAnMdn0uAZsyYwWWXXUZERASxsbHcfPPN7Nmzx2Gf8ePH29cPqdz69OnjVLmVc//44szPWmAg6b9vyT1N6jbZX06Ojcl/zmPM3Tn88GPDTIKue2MFAZ08lwQFaoF05HI0NM5wkhJV7LGy9dZcS6WnNoA4rblHy9XrniKEL5oxYwaapjFp0iT7c0oppk2bRmJiIqGhoQwcOJBdu3bpF2Qt+VwCtHLlSh588EHWrVvH0qVLKS8vZ8iQIRQWFjrsd91115GRkWHfFi1aVO8yrcpKHtlAxSrWvqbsqq78795X6ry+17S/mTl92kbbNoFc2d+35/qpr9+btnNwdBOPlmnSoujIZfRhMCGaf0wz4M30uKcIUW86NoFt2LCBd999ly5dujg8/8orrzBz5kxmz57Nhg0biI+PZ/DgweTn59evIA/xuaUwvv/+e4fHc+bMITY2lk2bNnHVVefm5jEajcTHuyZZyeM0NmwYCSGMRi45p6cEtmxB+LQjmOrY72fVagsL/lOMpsFrr5owGv2/38/FfHnXa/x+92RM89Z5rMx4rYXHyvI2FlVCEfk00Zp6pDw97ilC1Jsr+vDU4/iCggLuvPNO3nvvPV544YVzp1KKWbNm8dRTTzFy5EgA5s6dS1xcHPPnz2fChAlOBus+PlcDdKG8vDwAoqIcOyavWLGC2NhY2rRpw7333ktWVtYlz2OxWDCbzQ5bpTOcAqAJsb41+knTSL+zOe+mfFmnw6xWxdPPVlz/7+8O47KenhsN5Y2aGhSpE/cQmNpSl/JPqwzyVa4uZXuaWZ3hJ75hO2t1Gw7viXuKEPXlyj5AF34+L7Wy+oMPPsj111/Ptdde6/B8eno6mZmZDBkyxP6c0WhkwIABrFmzxi3vgav4dAKklGLy5Mn079+fTp062Z8fNmwY8+bNY9myZbz22mts2LCBq6+++pI/3BkzZmAymexbUlKS/bXmpNKenj639pchOoonx/6nzsf9e2HFGl+NTRqPT4lwQ2S+540W37B7chx4OAE+rPaylZ/5jS0NYn6cRjQmAANllFKE56vPPXVPEcIbJCUlOXxGZ8yYUe1+CxYsYPPmzdW+nplZMWozLi7O4fm4uDj7a97K55rAzvfQQw+xfft2Vq9e7fD87bffbv9/p06d6NWrF8nJyXz77bf2KroLTZ06lcmTJ9sfm81m+w0rRAvzveQnMpKM95syOOwQtV3hHaCw0MbLf6/44pn8aARNmvh0juxS84e/xfP/uA3rPs8t2hlHEgfYSR7ZZHOSGB/sg1YXAVoAkaoJuZwml2zC8ex6e566pwhRby5sAjt69CiRked+x4zGqn09jx49yp/+9CeWLFlCSMjFR0Bf2DqilPL6FhOf/XZ7+OGH+frrr1m+fDnNm1961EhCQgLJycns27fvovsYjUYiIyMdNl+Wf017FnZ7v84THhqNGs/+NZLB1xr5/d3+tdSFs1KDStj9eLRHywzRQmlOKwAOsKtB1AI1puI9rhx44ClyTxE+wYWdoC/8fFaXAG3atImsrCx69uxJYGAggYGBrFy5kjfeeIPAwEB7zc+FtT1ZWVlVaoW8jc8lQEopHnroIT7//HOWLVtGSkrNNTPZ2dkcPXqUhISEOpeXxXGOqH0UKu/uzX6+gIgIbBNOEVWPn25goMatI0P55MOoBjHhYV0EAK8P/Ddar0417utKLWmLAQP55NinY/BnJg8nQJ6+pwjhS6655hp27NjB1q1b7VuvXr2488472bp1K6mpqcTHx7N06VL7MaWlpaxcuZK+ffvqGHnNfK4J7MEHH2T+/Pl89dVXRERE2LNOk8lEaGgoBQUFTJs2jVtuuYWEhAQOHTrEX/7yF2JiYvjd735X5/IyOEwOp2iHgXB8oz9M0cD2fNHxdb3D8Ev9Q07y6B/DaLPRc2UGayE0V605zB4Os5emJHqucB1UJkCF5FOmStHq0IRbH56+pwjhDFdMZFiX4yMiIhz6wwGEh4cTHR1tf37SpElMnz6dtLQ00tLSmD59OmFhYYwZM8a5QN3M52qA3n77bfLy8hg4cCAJCQn2beHChQAYDAZ27NjBTTfdRJs2bRg3bhxt2rRh7dq1RETUPYHJJxeACBq78CrcK3zysTr/YJVS3HZHNu+9X0hJif83szjjrwO+9ngtUBKt0NDI5bTfjwgL1oz26SY8UQvk6XuKEE7xwqUwHn/8cSZNmsTEiRPp1asXx48fZ8mSJV7/++FzNUA19YEIDQ1l8eLFLiuvnDI0NBphctk53cnQOoXeUXtq3vECP68pZdVPpWzeUsaY0aHUpeN0Q3NTowO83fV3RHuwFihECyNWNSefXMrw/zXCWtIeDY1I3D8JpafvKUL4uhUrVjg81jSNadOmMW3aNF3iqS+fS4D0EE4kBs2gdxi1cuj2BD6K+qTOx300rwiAW34XSni4z1UMelzL8fso+CgYVea5ZKQ9PTAQ6PUjK1whUUu2/79clekYiRDexdNNYP5MvulqwVeav7SgYB4Y822djzuTY2PRdxVrfd19l4z8qo2/Nv+WM2N6erTMQC2oQSQ/QohL8MImMF8lCVAt+EoCVDK4K51Djtb5uEXflVBWBp06BtKpY5AbIvM/zQPLyWmvT9lWVU62OqlP4R6ilOKMOslRtR8bNr3DEUL4IUmAasFX+v+cvDyITsF1H67/zbcVtT8jbpSFN+vi1Vs+JrB5M4+WWa7K+Ilv2cJPWPx8pfhtrGUPWymisOadhWgopAbIZSQBqkFPBhBJVM076szQtCnjb1la844XyMmx8dPPFdP53zD84rN8iqraBmVR3M6zMzMHakH2EVKn8e5p5p2haZp92okiZA0tISppLtpELTtBX7goYE00TWPz5s0kJyfXvLOXi6AxgZr39xVXzZoytNE3dT4uN9fGdUNCOHPGRqtU779Ob9LUoDj6ByupP3i23BgSMJ+dFNHXlmipi3AiMZNDEQV6hyKE99BpNXh/VKtvvNzcXGbNmoXJVHNTkFKKiRMnYrVanQ5O1N5vfwqleWB5nY9LSQnk/XfdP9TYXxkCrRBgAJvnPu8xJHCQXznDSWzKSoCPjFCsq3M1QL4zC7sQwnfU+k/+0aNHExsbW6t9H3744XoH5G1OcYIEvL8mSzNISq+H/17+LpMvnwDrtnuszAgaE0QwZZRiJte+dpa/CT3b1GehSOdIhPAeMgzedWqVANlsdRuFkZ/vP3+xnSHL6xOggK7teafvx3U+rqDARk6ujebNDDK8up6aGmzYAgM82plO0zRMKprTZJBHtt8mQMFULMxoaQATPwpRa9IE5jLSCboGIXj/vDjWsGC6GXPrfNyKlRZ69TnFyFFnXB9UAxEA7B/v+b5TlUlProdXTPckIxWjEkvx79FuQgh91OvOffz4cX7++WeysrKq1A498sgjLgnMW/hEAhRavy/gHbsq+gy1TPbPPiSe0jXtqMe/opuSiIEgmhDj4ZI9x0gonbgcA4FsY43e4QjhPaQGxyXq/M05Z84c7r//foKDg4mOjnZoOtE0ze8SoCC8f2LAoj/n1qsqb+fOiiUGOnfy/msUjsK1SMKJ1DsMtzJoBuJpIUthCHEe6QPkOnX+3nzmmWd45plnyMvL49ChQ6Snp9u3gwcPuiNGXQUSrHcINTIZS+p13G97KmqAOnaQBMgZzyd/RdHveusdhhBCiDqocw1QUVERo0ePJiCgYXQfCvSBGqD6KC1VnMioGLqd0lKawJyRaLBS2ijA442lBSqPPM7QCBMmzfsn66yPXHWaPHL0DkMI7yGdoF2mzlnMPffcw6effuqOWLyS1ydAfbowttm6Oh924oQVmw1CjNC0acNIZv3NUfazm02cJkPvUNzmMHvZxza9wxDCa1Q2gTm7iXrUAM2YMYMbbriB77//ns6dOxMU5JggzJw502XBeYMgL28Cy28ZxtCwI3U+7vDRitqfpCQZAu8KSoccMpiKpUtKqV8TqC8IQGonhRDuUecEaPr06SxevJi2bdsCVOkE7W80P101JS42gAcmhNM0Rmp/XKHzAzs4Pi8QVV732bjrq3KYuMWvEyD5fArhQJrAXKbOd5eZM2fywQcfsHv3blasWMHy5cvt27Jly9wRY7299dZbpKSkEBISQs+ePfnpp5/0DslrtGsbxLSnI3nwgUZ6h+IXOkcc83iZUgPkeXJPEXqTJjDXqXMCZDQa6devnzticamFCxcyadIknnrqKbZs2cKVV17JsGHDOHKk7s1FQnijwLMVuFb8d909b6oBknuK8ArKRZuo+93lT3/6E2+++aY7YnGpmTNncs899/DHP/6R9u3bM2vWLJKSknj77bf1Ds0rmM02TpywkpdXt2VOhPeoTA5sfpwAGbyoBkjuKUL4lzr3AVq/fj3Lli3jm2++oWPHjlU6QX/++ecuC66+SktL2bRpE08++aTD80OGDGHNmupnlLVYLFgsFvtjs9ns1hj19o83C5j9diEPTAhn2tP+PaGev6psHrLhv0mstzSByT1FeA3pA+QydU6AGjduzMiRI90Ri8ucPn0aq9VKXFycw/NxcXFkZmZWe8yMGTN47rnnPBGeEC5R2UHfXzvqAygvuVPLPUV4C5kJ2nXqtRSGr7hwVJpS6qIj1aZOncrkyZPtj81mM0lJSW6NTwhnKD+u+fFWck8Rwn94fhlrD4iJicFgMFT5yywrK6vKX3CVjEYjRqPRE+F5hcCgipu2xSJ/CviqyqYvb+oo7Gre0r9J7inCa0gTmMvU6s7Zo0cPcnJqPx19//79OX78eL2DclZwcDA9e/Zk6dKlDs8vXbqUvn376hSVdzFFViRAZrP8JviqCBrTh8F04Qq9Q3Ebb+nfJPcU4S00pVyyiVrWAG3dupVt27YRFVW79Ya2bt3q0PlPD5MnT2bs2LH06tWLK664gnfffZcjR45w//336xqXt4iMrMh988ze8QUj6s6gBdIIk95huJW31ACB3FOE8De1bgK75pprULXMGr1hRujbb7+d7Oxsnn/+eTIyMujUqROLFi0iOTlZ79C8QmUNUG6uJECusKugGaBv0u+PvKUGCOSeIryENIG5TK0SoPT09DqfuHnz5nU+xtUmTpzIxIkT9Q7DK6WlBXL7baF06ujli736iG1vdaFJ+VqPlpmljpNPLtHE0ViL8WjZntKenrSiI6tZpHcogNxThP5kFJjr1CoBkr9wvFejw8X8UNSca8PqthRDu7ZBvPF6Y/cE1QBpOlRUZHGcTI5gwEBj/DMBCtACCFSSpAshXM9/h4+4SAnFeodwSdrabXx4XDphNkSF5AMQRoTOkQghPEaWwnAZvxwG70oWimiEf86UbLUqDqZbiWikER/vHTPu+qITVgPBBZ6tAlJKUUTFzMLhfpwA7VIb9A5BCK8iTWCuIzVANSinTO8QapRfWr+5RiY/nkf/gaeYv7DIxRE1LM8cvomwL37xaJkWirFiRUMjlEYeLdtTlFJkcoQMDusdihDeQ2qAXEYSoBpYfGBkT8irTeo1VqZ924oKwJ07y10bkHA7MxXzcoUTSYDmn7/GZZR6zVIYQgj/U+c75/jx41m1apU7YvFKJRTqHUKNDEX1S2AqR4Bt2+79tVzebNsBzy9vkEc2ACaiPV62p5RSAkAg0glaiEqVTWDObqIeCVB+fj5DhgwhLS2N6dOn6zrjsyeU4P3NQ4aiUnaU1r2fUvduQQQGwrHjVo4clVqg+rABrT/w/HuXTx7g3wmQ5WwCFEyIzpEI4UWkCcxl6pwA/fe//+X48eM89NBDfPrpp7Rs2ZJhw4bx2WefUVbmfzUJvpAA2bbt5t6fx9X5uPDwALp3q/jrevXPpa4Oq0HItmpoVs/fTbrTnysYQlMSPF62p1jOjsA0IutpCSFcr16dB6Kjo/nTn/7Eli1bWL9+Pa1bt2bs2LEkJiby6KOPsm/fPlfHqZtiH0iAALDVb/bt/v0qvlxW/+z9fZ280cgNE9B+2enxcjVNI1yLJEgL9njZnlJ0dph/iJ928haivqT5yzWc6j2ZkZHBkiVLWLJkCQaDgeHDh7Nr1y46dOjA66+/7qoYdXUZg/QOoVba/KOEY+V1n9Xgqv4VX6DLV1goK5PfjLoqLzOAzXvWq/InlU1gYZIACXGOUq7ZRN0ToLKyMv773/9yww03kJyczKeffsqjjz5KRkYGc+fOZcmSJXz88cc8//zz7ojX44J9pPo94FgWSws71Pm4yy8LZuKEcD54rwkGmQqoTk5ZNZrP9exUWkop1qkf2KnWY1ElHi3b0zpqlzGQm0ighd6hCCH8UJ3v3gkJCdhsNu644w7Wr19Pt27dquwzdOhQGjdu7ILwRG1ZT53ig8+G8vt7ttfpuMBAjWef9s+JHt1tX1kMYbsy8GQX6FxOU0AuxRTQnp4eLFkfgVqQdNgU4jwyEaLr1DkBev3117ntttsICbn4yIwmTZrUawFVb7SPHZhUFIlaS71DqVHsxnJ+vTucDkHeP3TfHzz2+ThSj3l2AdQMjgAQR3MMmlTZCdHgyGrwLlPnJrCxY8deMvnxN8c5SBa+MdQ/dPFWthXXb+HanbvKeOzxXL5b7N/NKq5yrDyQJrs9W6ZVWcmiYtHbeD9vFjqtMtmsVnFY7dU7FCGEn/LPKWRdLJ9cvUOoFVVWytv/vr5ex36zqIRP5hfzwYdSe1Qb048PJ2reJo+WeZKjlFNGCGE0oalHy/Y0M2c4QxYFZ+c7EkJU0Gyu2YQkQLVioZhSH+lw2nJhJu/k1L1vyJ13hKJpsOqnUg4elEkRa3JwThtUmefmTlJKcYT9ADQnFU2r37QHvsLMGQAiaKxvIEJ4G5kI0WUkAapBKOGA79QCWfcdZE12ap2PS2oeyLXXVIx4e+tfUgt0Kd8UphCzvcCjZVZ2fg7AQDPq/vP1JUop8s4mQP4807UQ9SFLYbiOJEA1aIQJ8J0ECKBgVvN6LY76yIMV860s/LSIjAyZ2+Zinlt1E2rDDo+WGU4kqXQkmTS/nvwQKiZALKOUAAxSAySEcBufSoDKysp44okn6Ny5M+Hh4SQmJnL33Xdz4sQJh/0GDhyIpmkO2+jRo+tVZuUNOPfs4pO+IHzZbkbuGlvn4y6/LJg+vYMpLYW335VaoOr8Yomm7Xuebw4N1oykau1ppXXyeNmeVvm7FkkTt690r8c9RQinyESILuNTCVBRURGbN2/m6aefZvPmzXz++efs3buXESNGVNn33nvvJSMjw77961//qleZjYkBKvoBKR/50Njy89HebcqZelQD/emhiia/uR8Vcuy41AKdzwY8tOIuj9f++MrnzlUqV7pv7IHmLz3uKUI4Q5rAXMez09g6yWQysXTpUofn3nzzTS6//HKOHDlCixbnhgaHhYURHx/vdJkRNKYfwwjVwp0+lydF/LCbO7b/nm+6fkBQHTrMDhpoZOgQIz26BxMV5VP5sdsdKg+m/Ss5eDItzFYnOcBOWqmORGvOf559QQAGAgnySP8fPe4pQgjv4PPfcHl5eWiaVmXm6Xnz5hETE0PHjh2ZMmUK+fn5lzyPxWLBbDY7bAAams8lPwBWs5m4P+SwrI7zAmmaxtz3mzDp4UaEhfr3SKO6Gr3oIaz7D3msPJuysYetmMnhNJkeK1dv7bTuDGAEMTqtdO/ue4oQTpFRYC7jUzVAFyopKeHJJ59kzJgxREaeW87hzjvvJCUlhfj4eHbu3MnUqVPZtm1blb/0zjdjxgyee+65S5anlPKp4cfW06d58ePbGTrh1Todd/41WiyKwEAwGHznut1h0tHraTfrFFYPLnx6hH0UkU8QRlKp+zpvvkyv3zNP31OEqCtZCsN1vLoGaN68eTRq1Mi+/fTTT/bXysrKGD16NDabjbfeesvhuHvvvZdrr72WTp06MXr0aD777DN++OEHNm/efNGypk6dSl5enn07evSo/bVyVcZW9TM/8S025UP9YpQiZd5xJh6u2p+hNjZsKmXwsNO890HD7hB9yqqx/612WPcd9FiZxaqQdCqmmk6js9+P/KpkUe7ta+ct9xQhhP68ugZoxIgR9O7d2/64WbNmQMWNatSoUaSnp7Ns2TKHv9Sq06NHD4KCgti3bx89evSodh+j0YjRWP3K7wYCMXOGUizkkk0UsfW8Is8rTz9M9rM9yftAYQqo21/Vv/1Wzp695bz0SgHXDQmhZbJXf1zc5qb5j5HyiefW/FJK8SsbsVJOY6JJoH7Lm/gam7KxliUEEkRPNcAtTc/eck8Rot5cMYqrgQ2suBivrgGKiIigdevW9i00NNR+o9q3bx8//PAD0dE1d5TctWsXZWVlJCTUr0+BpmlEEQdAtg/2xQhauY0bPnickjp+6O8aE0rfK4IpLlY8+EguZWUN75fmE3NHWi3I8WiZR9hHDqcwYKADl/lUs6szzJyhnDLKKcNIqFvK8JZ7ihD1JaPAXMerE6ALlZeXc+utt7Jx40bmzZuH1WolMzOTzMxMSksrliU4cOAAzz//PBs3buTQoUMsWrSI2267je7du9OvX796l92URABOcsznhiWr8nJS3z/Mh7m96nScpmnMes1EZKTGxk1lvPLapTt9+psipfjfI9dg2/6bx8pUSmGmIuFKoythWiOPla2302QAEE282+f/qaTnPUWIepFO0C7jUwnQsWPH+Prrrzl27BjdunUjISHBvq1ZswaA4OBgfvzxR4YOHUrbtm155JFHGDJkCD/88AMGg6HeZccQTwAGSijyqVmhK5UfO85Pf7yMbaWXrtq/UHKLQF57pWI27Df/WcjyFRZ3hOd1ipRiwOJHCV7nueQHKpLOTlxOJ3rTjBSPlq23ypFunhz9pec9RQihL5/q1NGyZcsaa1+SkpJYuXKly8s2aIHEqHiyOE4Wx4ikicvLcDdt827+uOQeVl4/k7A6NKuMuCGUn+4q5aNPipjwYA7f/y+G1FSf+ujU2cAVj9D2oe3YLJ5J+Co/15WzDMeT5JFyvUWxKrSv/B59trnZE/S8pwhRHzIKzHV8qgZIb7E0B+Akx32uGQwqmsLaPrKVAYsmU1bH+P82LZKePYLo1jWI6Gj//tisLomj5UcaykPJD8A+trOT9VhVucfK9CYZHAEgiliCNek4LMRF2ZRrNuFbNUB6iyGBxsTQlAQUCg3f65yqykpp99gu+qrJrLl+Zq1niQ4J0Zg3N4qICI3AQN+77tpaWZzAPx4fTegP6z1W5mG1lyPsAyCeJHt/s4ZCKUUmhwGIp0UNewshhGv495/yLhaoBdJLG0iy1tZjnTTdwVZYSPvXTrGyuG7NLE2aBNiTH6UUn31e7Fcjw1aXxPGPP48m9EvPJT+Z6gj72A5AazrTVGtYyU+ldvSgGSnE0kzvUITwbtIJ2mV891tcOMW6P51//elWlhXX7wt3+sv5PPhILhMfycVq9f3fptUlcbz+6BhCv/Jk8nOUXWwAIInWJNPGY2V7E03TiNJiaa/1JFAL0jscIbyahguGwet9EV5CEqB6KFflHFfp5KrTeofilODvN/D2w7fVKwnqc3kwQUHw9f9KmDAxF4vFd5Og1SVxzPrTHYR847nkJ0MdZie/oFAkkEwbujaY+X6EEMIbSAJUD+n8ym42cYg9eofitODFG3nr0VF1ToKuuTqEd99qQlAQ/O/bEsb+/gyFhTY3Rek+K4sTmDllDMZFGzxWZrkqYw9bAUgkhQ70arDJT7Y6yR61FbPy7GSTQvisypmgnd2EJED1kUhLoGLithJVpG8wLmD8dgP/nHw7U08MoagOvxjDh4Uwb24UYWEaK1eVcsvtZzh50nfWSrP3+fFgsxdAoBZEF/qQRGva06PBJj8AR9nPUfaTeXYUmBDi0vSYCXrGjBlcdtllREREEBsby80338yePY4VAEoppk2bRmJiIqGhoQwcOJBdu3a58MpdTxKgegjXImlMDAAnOKRvMC4S8s16jl5VzoBvJ5NfhyGSA64y8tmCKJo01tiytYwbfpftE81hq0vieH2y5/r8lKsy8lWu/XGUFkdbrVuDTn6KVL599ufmpOocjRDiYlauXMmDDz7IunXrWLp0KeXl5QwZMoTCwnMLZb/yyivMnDmT2bNns2HDBuLj4xk8eDD5+d67goAkQPVUecM+TrpPzglUHWWx0PbhzVz93eQ6rRvWs0cw3/0vhrZtApn8p0YYjd77pV6mFP3X3s+sR+4g5H+eSX4KVB7r+ZFNrKRQmT1Spi84ygGgYnqJMC1C52iE8BE6jAL7/vvvGT9+PB07dqRr167MmTOHI0eOsGnTpoqQlGLWrFk89dRTjBw5kk6dOjF37lyKioqYP3++89fsJpIA1VNTmhFEMBaKOcUJvcNxGVVeTrvJO7l6/p/5KK9zrY9LSQlk6Xcx3HF7mP25Xb+WkZvrXf2C+i5+lJTxBzB+5/4+P0opjqt01rOMIgowEEg5DXOiwwuVqVJOkA5AC1rrHI0QvkNTyiUbgNlsdtgstZz8NS+vYtb2qKgoANLT08nMzGTIkCH2fYxGIwMGDLAvKeONZCLEejJoBpqpFA6xh0P8RlOV6DfNGbaiIlKeXMuS//aj6P1g7m+yqVbHnV/zk5trY+z4MwD84/XGXNlP39l9P8tvwyvLb6Ddk79iK3J/vy2LKmY3m+zrW0UTR0cul1mOzzrBIaxYCSeSJsTqHY7wAKUUSoFNqYpKCAUKda5fLlVfx+Fxxb+2ip3t+zi8fsG5Kvev+L6vPL9jubazyUDlcTZ1rixVzf9tCjLyinV4B8+ynd2cPQcVy7yc79lnn2XatGmXPFQpxeTJk+nfvz+dOnUCIDOz4j4XF+e4jE1cXByHDx92Mlj3kQTICUmkcYT9GAnFSjmB+NccJmrDDn4e2525Ywbx9e2v0dRQ+3rTrFNWgoI0Dh22cuvtZxh1ayjPPh1BTLRnF488ZdX456lB7J/YhrQNvzh936iNDHWYPWylnDI0AmhFB5Jp6zcJsrNsysZR9gPQgrQG975MnLeJoJBwhy9wOO8L2Ob4BW7/YufcF7A6e8D5X/BV93dMKCqTBtsFr1/4Je+QgFSTEDgmIMoxobhIvP4qwMc/ukePHiUy8twC2UZjzX+gPfTQQ2zfvp3Vq1dXee3C32WllFf/fksC5ASjFkJ/NYxgLUTvUNzGtm03qds17jrwGG3H/ca05t8QVYuG0zZpQfy4OIbnX8zno0+K+M9nxSz9oYS/PBnBmNFhbl9OwwacKA9k9EeP0vJv61HlO9xa3vkKyaecMiJpQgd60UgzeaxsX6CwkUALsjjeIJe+WLX3NAFG3x89qhdNOzsZoFaxGFHA2Se0s68FnH1es/9bucgw9v0rvpO1s/uDhuZ4Xq2yHK3i9bPn4rzzNwoJ5PouCZ6//vOasJw5B0BkZKRDAlSThx9+mK+//ppVq1bRvHlz+/Px8fFARU1QQsK59yQrK6tKrZA3kQTISf6c/NgpRcy7a8n9tAl3jJrCu0/+g+TAshoPa9QogFdmmBh1ayiPT81j16/l/PlJM+/+XyGLF8UQHuaeLmjHygMZ+dMDtP17ES13b0SVu7ffTaEyY8VKpNYEgJa0I5gQmpPq00umuItBC6QVnUhVHb36r0N3eW5EB8IbRZ77Yua8L+6zb0eA/Qv73Jc0VP0SP3+fKueqOMTxS/zCL/mz/z8/CaCa8wec/f+5pOG85ILz9j0vKak8P1rVpMSetFx4PVS9LoeyGuDnpYp6dGKu9hx12V0pHn74Yb744gtWrFhBSkqKw+spKSnEx8ezdOlSunfvDkBpaSkrV67k5ZdfdjJY95EEyEWKVSHZnKS55r/Dea05OcS8u46nNv6efY8G81rvT+kfcrLG43r1DGbJohjmzC3i9X8U0KFDkEPy48pq0mHbfk/0tGDSNm2xNy24S6Eyc5DdnOQokTThMnU1mqYRqAVKx95aaKhfZrf0TKrTX91C6O3BBx9k/vz5fPXVV0RERNj7/JhMJkJDQ9E0jUmTJjF9+nTS0tJIS0tj+vTphIWFMWbMGJ2jvzhJgFygVJWwhsUobDRW0f7d5KEUatMuWt8F/7zyNh4dZ+DvV/2HAaEZlzwsMFDj3nvCGT0qlOLic4nJgYPl3Hn3Gf74h3BuuyUUk6nuNSarS+KY/PPtxC0OInZ5OuWZNSdl9aWU4jQZHOMA2Zwrx1/7gbmSTdnYxXoSaEk0cQ02ARLCKa6YybmOx7/99tsADBw40OH5OXPmMH78eAAef/xxiouLmThxIjk5OfTu3ZslS5YQEeG9U1xoyl8msXExs9mMyWRiIDfVaoHG7WotWRwnhgS6af08EKGX0DS0Xp04em0EPUfsZGrC93XqLP30tIomMYAQY8Xs0qNvD6N/32AMhkt/Qe4vC+GOJQ/Q5sMS+GWH26d3P6mOsZ8dFHNu8q+mJJJKByK0xm4t2x+cUIf4lY0EEUx/hmPQavf3V7kqYwVfkZeX59M1J5X3FF+/DlE9d/98K88/oO/TBAY61/WivLyElWv+1uA/iz7XQWH8+PFn26/PbX369HHYx2Kx8PDDDxMTE0N4eDgjRozg2LFjbo2rFR3R0DhNBmdUllvL8ipKoTbsoPmMNZweCmNffIzLFv+JjZaoWo24mvpEBC+9GEm7toGUWODzL0sYdccZuvTM4tEpueTlnTuLDShRivvSb+ay7ybx3O/uou3DW2HddpcnP0opzOoMxepcsqOhUUwhgQSRTBv6ch1dtb6S/NSCTdk4yK8AtKRtrZMfT/DWe4oQwr285y5UB9dddx1z5syxPw4ODnZ4fdKkSfzvf/9jwYIFREdH89hjj3HDDTewadMmDAb3DMMO1yJpplI5xgH2sZ3L1TUNrorfajYT/d5aot+DNzrezO4HTSS3zmJQ3F4ejKp+4sGwUI3fjwtn/N1hbNtexoL/FPP5l8WcPm1j8RILf39Zo0gp7tt/O5vnnSJ5ZQCmPAttTm1w6ZB2q7JSQC555JBHNmc4SRmltKQdramY6yKGeDpyGbE0x6B5dji/rztBOiUUne0c3krvcKrwxnuKENXSoQnMX/lkAmQ0Gu3D7i6Ul5fH+++/z8cff8y1114LwCeffEJSUhI//PADQ4cOdVtcqXQgg8Pkk0smR0gg2W1leTvrrj20mVjx/1/atGdp5yspHp/D0Oa/EaApft9kLabzJtHQNI1uXYPp1jWY655M4/NVEfyyvwm3PHYVAVZF6KKt5Fs+ZzMlAAQTQiNMhBNBCGGEE0GMdm74ZZkqJQBDxfwk2FAoyimjDAsBGOy1NuWqnI0spxAz6oKhEQYCUeelWQGaoUH/TOurTJWeV/vTzqtqfyp56z1FiAtptorN2XMIH02AVqxYQWxsLI0bN2bAgAG8+OKLxMZWzCa7adMmysrKHKbkTkxMpFOnTqxZs+aiNyuLxeIwDbjZXPc1m4I1IymqHfvZyX52EquaeeXN3tOsew8QvvcA4f+FTZoBtAC+v+fPlEZUJEClffLRfo0g6OxbHrehmIDVW2mtFPBLxTlUOVHEkkc2xRRSSglnKOHM2Y7IUcQSw7kEaDWLsF5k2Ylo4ulOfwAMGCimEIUiCCORNMFEFE1oioloGcbuAgf5lVIshBHhtYueeus9RQjhPj737Txs2DBuu+02kpOTSU9P5+mnn+bqq69m06ZNGI1GMjMzCQ4OpkmTJg7HxcXF2YfuVWfGjBk899xzTseXRBonOEwczZw+l19SCpSV6PfW2p/SjEZUaeklq2UNWiCduByo6BRbiJkC8iiigBKKieDcyDulVLXJjwEDQRgJ5txsp5qm0V31x0goIYQ1uGZLdytSBfZZn9vSzSsTSm+/pwjhQJrAXMarE6B58+YxYcIE++PvvvuO22+/3f64U6dO9OrVi+TkZL799ltGjhx50XPVNNfM1KlTmTx5sv2x2Wyusk5KbRg0A33UYK+80XsrVcsF+CoFakGYiMZEdLWva5rG1WokNqxoBFRMqIZ20Z9/Yy2mzjGL2gklnC5cQQ6niNb0nxHWF+8pQjjQYSJEf+XVCdCIESPo3bu3/XGzZlVrVRISEkhOTmbfvn1AxZTcpaWl5OTkOPzFlpWVRd++fS9altForNU6KLVxfvJjU7ZLfvkK9wjQAgjwvUGOfkfTNGJpRqyX1Ij66j1FiEquXAqjofPqb4iIiAhat25t30JDQ6vsk52dzdGjR+3rj/Ts2ZOgoCCWLl1q3ycjI4OdO3de8mblDmZ1hvX8SCZHPFquEHorV2WUqrrV7HmCr99ThBCu49U1QBcqKChg2rRp3HLLLSQkJHDo0CH+8pe/EBMTw+9+9zugYmrue+65h8cee4zo6GiioqKYMmUKnTt3to/g8JRsTlJAHnvZRrSKJ1iTvwZFw7CP7WRxnHaqB3Fa85oP0Imv3VOEkD5AruNTCZDBYGDHjh189NFH5ObmkpCQwKBBg1i4cKHDdNuvv/46gYGBjBo1iuLiYq655ho+/PBDj8/XkUxbTnLsbBK0lU70rvkgIXzcaZXBcdIBCCK4hr315Wv3FCFQ4PQkaJL/ALIUxkXVdSmMi8lTZ9jAMgC60c9hrhoh/E2psrCOJZRioQVptNG6On1OWQpD+AJPLYUxqMdUAg1OLoVhLWH55hkN/rPo1X2A/IFJi6IFaQD8yiav7BchhCsopfiNzZRiIZxIWp2dQVsI4TqVnaCd3YQkQB7Rio6EEUEpJexiA1LpJvxRJkfJ4jgaGh25TJYLEcIdFOf6AdV70/sivIMkQB5g0ALpTG8CCMCG9aIzFAvhq0pUMXvYAkAK7YnUmtRwhBBC6MunOkH7sgitMb3UICJoLHMCCb8TTDDxJGEmh5a00zscIfyXjAJzGUmAPOjCv4prmklWCF8RoBloRw/KVbnMgi6EO9kAZ782ZDFUQJrAdGFVVnarzezkF+kPJHyaWZ3Bps7dTQNl8V8hhI+Qu5UOCsnjBOkoFBE0liYD4ZPyVS4bWYGJaLqqvk5NFyGEqB1ZCsN1pAZIB5FaFG2omB9lPzvJUsd1jkiIuilTpWxnLTZsBGDAIH9LCeEZTo8Ac0EfIj8hCZBOkrTWNKcVADtZj1nl6ByRELVjUzZ28gvFFBJKOJ24XPqyCeEpkgC5jCRAOmpDV6KIxYaVbazBoor1DkmIS6qc7DCbkwRgoAtXEKR593IXQghRHUmAdBSgBdCZPoQRgYVitrNWOkULr3aQXznBIQA605sIrbGu8QjR4EgNkMtIAqSzIC2YbvQjlHBS6CBNCcJrWVQxR9gHQDt60FRL1DkiIRogm4s2IT0XvUGY1ogr1FCZP0V4NaMWSi81kDNk0VxL1TscIYRwiiRAXuL85KdQmcngCK3oKDVCQnc2ZSXg7LpeEVpjImisb0BCNGAyDN51JAHyMuWqnE2sopQSbFhJU10kCRK6yVPZbGcdnVVvGmsxeocjhJClMFxG2ly8TKAWSCs6AnCEfRzkV50jEg1VrjrNZn7CQjGH2KN3OEII4VJSA+SFmmkpWJWVvWwlnd1oKoAU2klNkPCYHHWKrazGipUmNKUzvfUOSQgBYFOgOVmDY5MaIPDBGiBN06rdXn31Vfs+AwcOrPL66NGjdYy67lporWlNJwAOsot9bJch8sIjzqgstpxNfqKIpRv9MPjxGl8N5Z4i/IQMg3cZn7urZWRkODz+7rvvuOeee7jlllscnr/33nt5/vnn7Y9DQ0M9Ep8rtdTaoakA9rGdI+zDSCjJtNE7LOHHstVJtrEGG1aiiaMLfTGc7QDtrxrSPUUIcY7PJUDx8fEOj7/66isGDRpEaqrjsNywsLAq+/qiZK0NQSqYYxykGSl6hyP8XAaHsWElhng6c4XfJz/Q8O4pwte5ogZHaoDAB5vAznfy5Em+/fZb7rnnniqvzZs3j5iYGDp27MiUKVPIz8+/5LksFgtms9lh8xaJWksuY5DDattWZdUxIuGv2tOTFNrTpYEkPxdqKPcU4cOkCcxlfK4G6Hxz584lIiKCkSNHOjx/5513kpKSQnx8PDt37mTq1Kls27aNpUuXXvRcM2bM4LnnnnN3yPV2fgfoQ+o3MjlGN9WXEC1Mx6iEr7MpGyc4RDNS0DQNg2awj0JsiBrSPUX4KJvC6Roc6QQNgKa8uGftvHnzmDBhgv3xd999x5VXXml/3K5dOwYPHsybb755yfNs2rSJXr16sWnTJnr06FHtPhaLBYvFYn9sNptJSkpiIDc51LzorUyVspbFlGIhCCNd6EMTraneYQkfVKZK2c5acjhFS9rRWuukd0jVKldlrOAr8vLyiIyMdOpc3nBPccV1CO9jNpsxmUxu+/lWnv/a5IcIDDA6da5ym4UfDs9u8J9Fr64BGjFiBL17nxt+26xZM/v/f/rpJ/bs2cPChQtrPE+PHj0ICgpi3759F71ZGY1GjEbnPlSeEKQFc7m6hm2sIZ9cNrOKtqobzbVWeocmfEiRKmAbayjEjIFAGhOtd0geIfcU4fOUrWJz9hzCuxOgiIgIIiIiqn3t/fffp2fPnnTt2rXG8+zatYuysjISEhJcHaIuQrQweqmB/MomTnKU39hCvsqjLd1kPTFRoyx1nF1swEo5RkLoRv8Gs6q73FOEz5OZoF3GqxOgizGbzXz66ae89tprVV47cOAA8+bNY/jw4cTExPDrr7/y2GOP0b17d/r166dDtO5h0ALppC4nAhP72clxDlJEPj3UVTJhoqiWTdnYzw77iu4moulMH0I0Gc4t9xQhGh6fTIAWLFiAUoo77rijymvBwcH8+OOP/OMf/6CgoICkpCSuv/56nn32WQwG/xrVomkaLWlHI2ViB78QT5IkP+KiiijgGAcASKYNregkNYZnyT1F+AzpBO0yXt0JWk+VHc68rRP0xVhUCUYtxP64UJkJIcyvZ/AVdZehDmMgiFgtUe9Qas2VnaD15O5OskJfHusEnTjBNZ2gT/yrwX8W5dvRT5yf/JSpUrawGgMGOqneDaZ/h3BUrsrYxw7iSbKPFEzQknWOSgghvIPUf/uhYgqxYaOQfNazjMNqr6wj1sBkq5OsYynHOcivbMImoz6E8A8KF0yEqPdFeAdJgPxQpNaEPgymKYkobOxjOxtYTr7K1Ts04WblqozdahNb+IkSigghjPb0kL4+QvgLmQnaZaQJzE8Fa0a6qCs4Tjr72I6ZM6znR5JUa9LoIp2l/VC2OsluNlFCEQDNaUVrOhMo/cCEEKIKuTP6MU3TaE4qMSqBvWwli+NYKJHkxw/lqWy28BMAoYTTnp5EabE6RyWEcDmbDXCySdsmTeIgCVCDEKKF0oUrOK0yiKCx/XmLKsaKlTCtkX7BiXpTStmT2UiiiCaeMBrRik5S6yOEv5KJEF1G7pINSIzmOGvtHrZyihM0U6mk0N5hJJnwXkopMjjMYfbSUw0gWDOiaRrdVD+p3RPC30kC5DKSADVQVlVOOeUoFMc4QAaHaKHakEwbn5j3qCFSSnGGkxxgF2ZyADjKPlpRsYipJD9CCFF7kgA1UAYtkB5cyRl1kv3sxEwO6ezmGAdJUe1oTioBmsxy6w2UUmSTyUF2Y+YMAAYCSaE9LWitc3RCCI+SmaBdRhKgBi5Ki+MyFUsWxznAToooYC/bCCCA5sgK83pTSrGJleRyGoAAAmhGKi1pJ02WQjRAStlQTs7r5ezx/kISIIGmacTRnKYqkRMc4ij7iefcjMFmdYZgQgjRwnSMsuGwKRsaGppWsTVSkZjJoTmpJNNWEh8hhHABSYCEXYAWQHNSaaZS7P1JlFLsYiNF5BOvWpBMGxppJp0j9U8WVcJxDnKcg3ThCkxEA5BKB1LpQLAkPkIIpZxvwpJO0IAkQKIa53emLaOUIIJRVIw8yuAwJhVNIi2Jo7l0mHaSUoo8sjnKAbI4hjrbtn+CQ/YESBIfIYSdckEfIEmAAEmARA2CNSO9GEieOsNh9pDFcfLIJo9s9rKVNNWF5pr0Faorm7JxlH1kcIQC8uzPm4gmiVbE0kzH6IQQwv9JAiRqxaRF0YUrsKhiMjjMCQ5RRAGhhNv3KVaFWCknnEgZkl0NqyrHcHaCQg2NYxykmEICMBBPC5JoRYTWWN8ghRDezWYDzclOzNIJGpAESNSRUQulJe1IVm3JI9veTANwjAMcZi+hNKKpSiCWZpiIbtDJUIkqJptMTnKMfHK4Ul1PgGZA0zRSVHtsWIkjiSAtWO9QhRC+QJrAXEYSIFEvmqbRmBiH56xYCSCAYgo4wj6OsI8gjDRVCUQTTyzN/D4ZsioruZwim5Nkc5JCzA6v55JNFBVrdCVqLXWIUAghBEgCJFyondad1qoz2WRyihOcJoMyLJzgENmcdOjXkqNOEUq4zw+tL1flAPa1t46yn/3scNgnkihiSCCeJFl3TQjhFGWzoZxsApN5gCoE6B3A+T7//HOGDh1KTEwMmqaxdevWKvtYLBYefvhhYmJiCA8PZ8SIERw7dsxhn5ycHMaOHYvJZMJkMjF27Fhyc3M9cxENXKAWSJzWnE7a5VzFjfTgKpJoTQLJDkPrt7OW1SziZ/UdO9QvHFK/cVplUKKKUF5aPWtTNswqh2PqALvURtaqJazgS05y1L5PNHEYCSWRlnSmNwMYweXa1aRq7SX50YHcU4TfqVwLzNlNeFcCVFhYSL9+/XjppZcuus+kSZP44osvWLBgAatXr6agoIAbbrgBq9Vq32fMmDFs3bqV77//nu+//56tW7cyduxYT1yCOE+AFkCUFktbrRuttU7258uw2DtPF1PISY6yn51s5WdWs4gdrLPvq5QiSx0nT53BokrcnhzZlI0iVUCJKrI/V6jM/Ky+YzlfsJ4f+Y0tZHDI3rxVRL5930aY6M9wOmi9iNOkb4/e5J4i/I5NuWYT3tUEVnlDOXToULWv5+Xl8f777/Pxxx9z7bXXAvDJJ5+QlJTEDz/8wNChQ9m9ezfff/8969ato3fv3gC89957XHHFFezZs4e2bdt65FrExQVrIVzONZSrMnLJJp9cCsijgDyKyHcYWVZKCdtZa3+soWFUoYQQSjAhxJBg70tjVeUcJ51AggjAgEKhsJ39VxFOBE20phXnVRb2s5MyLJRioYxSys7+C9CCNNrQFYAgjBRTCEAgQUQShYkmRBJFJE0waqHn4vPzPk6+Ru4pQoiL8aoEqCabNm2irKyMIUOG2J9LTEykU6dOrFmzhqFDh7J27VpMJpP9RgXQp08fTCYTa9asuejNymKxYLFY7I/z8irmZimnzOkO9+LiGhNN4/NGktmwYcNKuSoDwIKFSJpQQjGllKBQlFBECRU1NMEYiVUVfYtKKGIv2y5aVgItiVCNgYqf6wnSq91PQ6OccnsMGhrd6EcI4RgJQcMxyancT7hHORXvrztq//S4p5jN5mr3F76t8ufq9iZ8pQBnh8HLlxr4WAKUmZlJcHAwTZo0cXg+Li6OzMxM+z6xsbFVjo2NjbXvU50ZM2bw3HPPVXl+NYucjFq40zEOcoyDtdo3g0NkcKjG/RSKE6RfNEES+sjOzsZkcu0yLHrcU5KSkpyMWngzd3xOz6dsCqU5l8B4az9LT9MtAZo3bx4TJkywP/7uu++48sor63UupZRD00N1zRAX7nOhqVOnMnnyZPvj3NxckpOTOXLkiFs/zJXMZjNJSUkcPXqUyMhIvytPjzLlGn2/PKioOWnRogVRUVGX3E/uKd5Fj8+Knmr7ORXeQ7cEaMSIEQ5Vys2a1Tz1f3x8PKWlpeTk5Dj8xZaVlUXfvn3t+5w8ebLKsadOnSIuLu6i5zYajRiNxirPm0wmj/7yRkZG+nV5epQp1+j75QEEBFx6zIbcU7yTHp8VPdX0OXWasuF8E1jdj3/rrbd49dVXycjIoGPHjsyaNavef2B4C91GgUVERNC6dWv7FhoaWuMxPXv2JCgoiKVLl9qf+//27j0oqvL/A/h7VW4CrQHCggRtXtLhotxSxLwwDhdFdGwSjAgmpDA1r6VmDejXUcYcc5wUzQQvMWGTZiSKgYKYIKiAAl5SQfECYiQoo3L9/P5oOD+PICy7C4u7n9fMmWGf8+zzPJ/T4+nZc87znIqKChQXFwsnK09PT9TW1iIvL0/Ik5ubi9raWiEPY0z78DmF6QJqIbVsXbF//34sWrQIq1atQkFBAd599134+/ujvLy8m6LsGb3qGaB///0X5eXluHfvHgDg6tWrAP77BSaTySCVShEREYGlS5fC3NwcZmZmWLZsGZycnIQZHCNGjICfnx8iIyOxY8cOAMAnn3yCgIAAnq3BmI7hcwpjqtu0aRMiIiIwZ84cAMDmzZtx7NgxxMXFYf369RpunfJ61TpAycnJcHFxwdSpUwEAwcHBcHFxwfbt24U83333HWbMmIFZs2bBy8sL/fv3xx9//IG+ffsKeRITE+Hk5AQfHx/4+PjA2dkZ+/bt61JbDAwMEB0d3e4l7O6g7fVpok6O8dWvT9U6dfmcomkcb/doono0tai40X+zEx89eiTanp+12KqhoQHnz58XzZQEAB8fH2RnZ3drrN1NQvw4OGOMMdarPXv2DHK5vMOZh11hYmKCuro6UVp0dDRiYmJEaffu3cOgQYNw+vRp0S3fdevWYc+ePcJV1VdRr7oFxhhjjLG2DA0NUVZWhoaGBrWU194sxo6uXr2Yt7NZkK8CHgAxxhhjrwBDQ0MYGhr2aJ0WFhbo27dvmytPVVVVHc6CfBX0qmeAGGOMMdZ76Ovrw83NTTRTEgDS0tJe+VmQfAWIMcYYYy+1ZMkShIaGwt3dHZ6envjhhx9QXl6OqKgoTTdNJTp5BejgwYPw9fWFhYUFJBIJCgsL2+Spr6/HggULYGFhAWNjYwQGBuLOnTuiPA8fPkRoaCikUimkUilCQ0NRU1PTaf0SiaTd7dtvvxXyTJw4sc3+4OBgpWMODw9vU96YMWO6HLMiGhsbsXz5cjg5OcHY2Bg2Njb46KOPhKnI3RXji7Zt2wa5XA5DQ0O4ubnh1KlTail3/fr18PDwgKmpKSwtLTFjxow2DwIqcrwVFRMT06YsmUwm7CcixMTEwMbGBkZGRpg4cSJKSkqUju/NN99st3/OmzdPbbFlZWVh2rRpsLGxgUQiwaFDh0T7FYlJXf21J3RXX9S0nu6bPU3X+unLBAUFYfPmzVizZg1GjRqFrKwsHDlyBPb29ppummpIB+3du5dWr15NO3fuJABUUFDQJk9UVBQNGjSI0tLSKD8/nyZNmkQjR46kpqYmIY+fnx85OjpSdnY2ZWdnk6OjIwUEBHRaf0VFhWiLj48niURCN27cEPJMmDCBIiMjRflqamqUjjksLIz8/PxE5VVXV3c5ZkXU1NTQ5MmTaf/+/XTlyhXKycmh0aNHk5ubmyifumN8XlJSEunp6dHOnTvp0qVLtHDhQjI2NqZbt26pXLavry8lJCRQcXExFRYW0tSpU8nOzo7q6uqEPIocb0VFR0eTg4ODqKyqqiphf2xsLJmamtKBAweoqKiIgoKCyNramh49eqRUfVVVVaK60tLSCABlZGSoLbYjR47QqlWr6MCBAwSAfvvtN9F+RWJSV3/tbt3ZFzWtp/tmT9OlfqqLdHIA1KqsrKzdAVBNTQ3p6elRUlKSkHb37l3q06cPpaamEhHRpUuXCACdOXNGyJOTk0MA6MqVK11qx/Tp08nb21uUNmHCBFq4cGHXAupAWFgYTZ8+/aX7FYlZFXl5eQRAdNJXd4zPe+eddygqKkqUNnz4cFqxYoXa66qqqiIAdPLkSSGts+PdFdHR0TRy5Mh297W0tJBMJqPY2Fgh7dmzZySVSmn79u1qqX/hwoU0ePBgamlpISL1xkZEbf7HokhM3d1f1akn+2JP03Tf7Ena3k91kU7eAuvM+fPn0djYKFr4ycbGBo6OjsLCTzk5OZBKpaJ3D40ZMwZSqbRLi0Pdv38fKSkpiIiIaLMvMTERFhYWcHBwwLJly/D48WMVogIyMzNhaWmJYcOGITIyElVVVcI+RWJWRW1tLSQSCQYMGCBKV3eMQM8v3FVbWwsAbV6C2NHx7qpr167BxsYGcrkcwcHBKC0tBQCUlZWhsrJSFKuBgQEmTJigllgbGhrw008/4eOPPxZNeVVnbC9SJKbu7q/qos2LyLXSVN/UNG3qp7qKH4JuR2VlJfT19UUvRwQAKysrYSpgZWUlLC0t23zX0tKySwtV7dmzB6amppg5c6YoPSQkBHK5HDKZDMXFxVi5ciUuXLjQ5kl8Rfn7++P999+Hvb09ysrK8M0338Db2xvnz5+HgYGBQjEr69mzZ1ixYgU++OAD0UsR1R1jq3/++QfNzc1tpmiqI5YXERGWLFmCcePGwdHRUUjv7Hh3xejRo7F3714MGzYM9+/fx9q1azF27FiUlJQI8bQX661bt1SO79ChQ6ipqUF4eHi3xNYeRWLqzv6qTj3ZFzVBk31T07Spn+oqrR8AJSYm4tNPPxU+Hz16VOk32NILCz+1twjUi3k6qz8+Ph4hISFt1naIjIwU/nZ0dMTQoUPh7u6O/Px8uLq6dtjO9uoMCgoSlefu7g57e3ukpKS0GXx1FI+i9bXG2NjYiODgYLS0tGDbtm1qi1ERPbFw1/z583Hx4kX89ddfonRlj3d7/P39hb+dnJzg6emJwYMHY8+ePcLDx90V665du+Dv7w8bGxshTZ2xdUSZmLrjv7E6aOMicoBm+2ZvoU39VNdo/S2wwMBAFBYWCpu7u3un35HJZGhoaMDDhw9F6c8v/CSTyXD//v02333w4IHoF0FH9Z86dQpXr14VXjDXEVdXV+jp6eHatWud5lUkZmtra9jb2wvlKRJzV+trbGzErFmzUFZWhrS0NNHVH1Vj7EhPLdy1YMECJCcnIyMjA7a2th3mffF4q8LY2BhOTk64du2aMOOmO2K9desW0tPTO+2f6owNgEIxqdJfe5I2LyLXnp7qm72BNvVTXaX1AyBTU1MMGTJE2IyMjDr9jpubG/T09ES3YioqKlBcXCws/OTp6Yna2lrk5eUJeXJzc1FbWytaHKqj+nft2gU3NzeMHDmy0zaVlJSgsbER1tbWaom5uroat2/fFspTJOau1Nc6+Ll27RrS09Nhbm6u1hg70t0LdxER5s+fj4MHD+LEiROQy+WdfufF462K+vp6XL58GdbW1sItxOdjbWhowMmTJ1WONSEhAZaWlsKLRF9GnbEBUCgmVfprT9LmReTa01N9szfQpn6qszTy6LWGVVdXU0FBAaWkpBAASkpKooKCAqqoqBDyREVFka2tLaWnp1N+fj55e3u3Ow3e2dmZcnJyKCcnh5ycnBSaBk9EVFtbS/3796e4uLg2+65fv06rV6+ms2fPUllZGaWkpNDw4cPJxcVFqamTjx8/pqVLl1J2djaVlZVRRkYGeXp60qBBg9pM1+wsZkU0NjZSYGAg2draUmFhoWiKbH19fbfE+KLWqce7du2iS5cu0aJFi8jY2Jhu3rypctlz584lqVRKmZmZotiePHlCRIofb0UtXbqUMjMzqbS0lM6cOUMBAQFkamoqxBIbG0tSqZQOHjxIRUVFNHv2bJWnGjc3N5OdnR0tX75clK6u2B4/fkwFBQVUUFBAAGjTpk1UUFAgzBJUJCZ19dfu1p19UdM00Td7ki71U12kkwOghIQEAtBmi46OFvI8ffqU5s+fT2ZmZmRkZEQBAQFUXl4uKqe6uppCQkLI1NSUTE1NKSQkhB4+fKhQG3bs2EFGRkbtrntTXl5O48ePJzMzM9LX16fBgwfT559/rvQ6Mk+ePCEfHx8aOHAg6enpkZ2dHYWFhbWJR5GYFdG6vEB7W+taMuqOsT1bt24le3t70tfXJ1dXV9E0dVW8LLaEhAQiUvx4K6p1bRE9PT2ysbGhmTNnUklJibC/paWFoqOjSSaTkYGBAY0fP56KiopUivHYsWMEgK5evSpKV1dsGRkZ7R7DsLAwhWNSV3/tCd3VFzVNE32zJ+laP9U1EiKiHrjQxBhjjDHWa2j9M0CMMcYYYy/iARBjjDHGdA4PgBhjjDGmc3gAxBhjjDGdwwMgxhhjjOkcHgAxxhhjTOfwAIgxxhhjOocHQIwxxrqFRCKBRCLBgAEDVConMzNTKGvGjBlqaRtjPABiWuPmzZvCSXLUqFEql6eukzdjvV14eLjQ35/f/Pz82uSVy+VITU0VBiU1NTUdlp2QkIC///5b+FxQUAAXFxeYmJggMDBQ9KLQpqYmuLq64uzZs6Iyxo4di4qKCsyaNUu1QBl7Dg+AmNZJT0/H8ePHVS6noqICmzdvVr1BjL0C/Pz8UFFRIdp+/vlnUZ6LFy+iuroakyZNUrjcAQMGwNLSUvg8Z84ceHt7Iz8/HzU1NVi3bp2wb+PGjRg3bhw8PDxEZejr60Mmkyn0MmvGFNVP0w1gTN3Mzc0Vevt8Z2QyGaRSqRpaxFjvZ2BgAJlM1mGe33//Hb6+vjAwMFC6nsuXLyMxMRHDhg3D7NmzcfjwYQBAaWkp4uPjcf78eaXLZqwr+AoQ65UePHgAmUwm+nWYm5sLfX19/Pnnn10qKzw8HDNmzMC6detgZWWFAQMGYPXq1WhqasIXX3wBMzMz2NraIj4+Xt1hMKZVkpOTMX36dJXKGDlyJNLS0tDU1ITjx4/D2dkZABAVFYUNGzbA1NRUHU1lrFM8AGK90sCBAxEfH4+YmBicO3cOdXV1+PDDD/HZZ5/Bx8eny+WdOHEC9+7dQ1ZWFjZt2oSYmBgEBATg9ddfR25uLqKiohAVFYXbt293QzSM9X6HDx+GiYmJaPvf//4n7L979y4uXLiAKVOmqFTPjz/+iF9//RWDBw+Gvr4+Vq5cib1796J///7w8PCAr68vhgwZgq+//lrVkBjrEN8CY73WlClTEBkZiZCQEHh4eMDQ0BCxsbFKlWVmZoYtW7agT58+ePvtt7FhwwY8efIEX331FQBg5cqViI2NxenTpxEcHKzOMBh7JUyaNAlxcXGiNDMzM+Hv5ORkeHl5idKU4eDggJMnTwqfq6urERMTg6ysLCxYsABeXl44ePAgPDw8MHr0aEybNk2l+hh7GR4AsV5t48aNcHR0xC+//IJz587B0NBQqXIcHBzQp8//X/C0srKCo6Oj8Llv374wNzdHVVWVym1m7FVkbGyMIUOGvHS/Om5/tWfx4sVYtGgRbG1tkZmZibVr18LY2BhTp05FZmYmD4BYt+FbYKxXKy0txb1799DS0oJbt24pXY6enp7os0QiaTetpaVF6ToY01Z1dXXIyMhAYGCgWss9fvw4rly5gvnz5wMAmpub0djYCABobGxEc3OzWutj7Hl8BYj1Wg0NDQgJCUFQUBCGDx+OiIgIFBUVwcrKStNNY0zr1NfXo7KyUpTWr18/WFhYIDU1FUOHDsVbb72ltvqePn2KefPmISkpSbg66+Xlha1bt2LevHk4cOAANm3apLb6GHsRXwFivdaqVatQW1uLLVu24Msvv8SIESMQERGh6WYxppVSU1NhbW0t2saNGwfgv+nvL97+ar1a2q+fcr+j16xZg4CAANGipVu2bEFhYSHGjx+PgIAAvPfee8oFw5gC+AoQ65UyMzOxefNmZGRk4LXXXgMA7Nu3D87OzoiLi8PcuXM13ELGtMfu3buxe/fudvc1NzfjyJEjOHr0qCi9qqoKxsbGMDExUarO9evXt0kbMmQI8vLylCqPsa7iARDrlSZOnCg8C9DKzs6u02X329PeiT0zM7NN2s2bN7tcNmParrq6GosXLxZWZ66vr8eNGzfw/fffY/LkyZ1+f/bs2TA3N8edO3eUbsOpU6fg7++P+vp6TJ06VelyGHuehIhI041gTB1u3rwJuVwOIyMjjBo1CtnZ2SqVZ2JigqamJhgaGio18GJMGx06dAihoaEYO3Ysdu7cCTs7u5fmvX79OoD/ZlnK5XKl63z69Cnu3r0L4L9/l52tWM2YIngAxLRGU1OTcBXHwMAAb7zxhkrlqevkzRhjrPfhARBjjDHGdA7PAmOMMcaYzuEBEGOMMcZ0Dg+AGGOMMaZzeADEGGOMMZ3DAyDGGGOM6RweADHGGGNM5/AAiDHGGGM6hwdAjDHGGNM5/wcERFjlJvzZEAAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "96.59258262890683 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": [
      "25.881904510252074 0.0\n"
     ]
    },
    {
     "data": {
      "image/png": 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7qiLh4eElOneX5dChQ0hNTcXSpUsF1VdhjFWYjIrFYjRv3hyxsbEl1sXGxkIsFlcpWSR1lwIGUAjoDquosEb9QYmNDhQUFCAzM7PUsS1Ut1lUrQaqFoW//vqLb9kBgIMHD2o9LpFIxP81/6oBAwYgODgY0dHR6NSpE1++Y8cOcByHfv36lbvfrl27wsLCAmvXrkVKSgoGDhwIoKglZ/Xq1fj111/RunVr/pyBomZ3ExMTtaQmJSVFq09FVfW8ylLWdRRq0KBBMDIywj///IMxY8ZUej8V6d+/P4CiJPLV1qHLly/j1q1bWLx4cZnbDh8+HJ9//jkePnyIsWPHajUuW1tb9O/fHzt27MD06dP5pCA8PBwJCQn4+uuvy91edStKCE3Ghtm8eTNMTU3x5ptvCt4mISEB//d//1fiNmtpXnvtNaxduxZJSUlwcnICUPRk2969e+Hr6wsjI/o6JiUxgbeZGN2K4tEnSQcyMjLQpEkTvPHGG/D29oaTkxOys7MRERGBdevWoVWrVhg9ejQAQCqVwtvbG8HBwWjUqBHkcjlOnTqFvXv3aj2utm3bYvfu3dizZw+aNm0KU1NTtG3bFnPmzMGOHTswbNgwLF++HHK5HIcPH8aGDRvw/vvvw83Nrdz9GhoawsvLC3/88QdcXFzQrFkzAEDPnj0hEolw6tQpfPDBB2rbDB8+HHv37sWMGTPw+uuvIykpCStWrICDgwPu3LmjlfOt6nmVpW3btoiIiMAff/wBBwcHmJuba/QfaJMmTbB8+XIsXrwY8fHxGDx4MBo1aoTHjx/j0qVLkEgkarftKqtFixZ477338M0338DAwABDhgzBvXv3sHTpUjg5OWHOnDllbtuzZ0+89957ePvtt3HlyhX06dMHEokEycnJOHv2LNq2bYv333+/0rF9+eWX8PT0xLhx4zB9+nQ8fPgQCxYswKBBgzBy5MhytzUxManUODLlefToEY4dO4Zx48ahUaNGpdbx9vZGnz590K5dO1hYWCA2NhZr1qwBx3FYsWKFWt0BAwYgMjJS7RHu+fPnY+fOnfz7USQS4fPPP8fz588RGBio1fMhdQfdiqqEGu26XEfl5eWxL7/8kg0ZMoQ5OzszkUjETE1NWatWrdiCBQtYWlqaWv3k5GT2+uuvMysrK2ZpacneeustduXKlVKfipJIJCWOt2zZMibkV3nv3j3m4+PDzM3NGQC1p2ASExPZxIkTmbW1NTM2NmYtWrRgX3zxBVMoFILOed26dQwAmzZtmlr5wIEDGQB28ODBEtt8/vnnrEmTJkwkErFWrVqxH374odRzqexTUZqclyZPRcXExLCePXsyMzMzBoB/0kz1tNLly5fV6pf15Nv+/ftZv379mIWFBROJREwul7PXX3+dnTx5stzja3IchULBVq9ezdzc3JixsTGzsbFhb731FktKSlLbtvhTUSpbtmxh3bp1YxKJhInFYtasWTM2efJkduXKlfIvkgDnz59nvXr1YqampszOzo598MEHLDs7u8r7rYxVq1YxAOzPP/8ss05AQABr3bo1Mzc3Z0ZGRkwmk7G33nqr1KcGvby8Sv1M3r17l40aNYpZWFgwMzMzNmDAABYVFaXVcyF1g+qpqKN/ubDTCc0qXI7+5UJPRb3AMUZznRNCCCH6JDMzE5aWljj8V1NIzCvuBJ+TpcCwdvHIyMiAhYVFNUSov+hWFCGEEKKn6FaU5iixIYQQQvSUghlAIWDIOQXdfOFRYkMIIYToKSU4QRNc0iSYL9XoyMOnT5/GiBEjIJPJwHEc9u/fr7aeMYbAwEDIZDKIxWL07dsXN27cUKuTl5eH2bNnw8bGBhKJBL6+voIm+COEEEL0nfLFODYVLUqa+pFXo1ciJycH7du3R2hoaKnr16xZg5CQEISGhuLy5cuQSqUYOHAgsrKy+DoBAQHYt28fdu/ejbNnzyI7OxvDhw9Xm22aEEIIqY1Ut6KELKSI3jwVxXEc9u3bh1GjRgEoaq2RyWQICAjAwoULARS1ztjb22P16tXw9/dHRkYGbG1tsXPnTowbNw5A0XgUTk5OOHLkiNqAd4QQQkhtoXoqaleMO8wEPBX1LEuBiR2u01NR0OM+NgkJCUhJSYGPjw9fJhKJ4OXlhXPnzsHf3x9RUVEoKChQqyOTyeDu7o5z586Vmdjk5eWpDd2vVCrx33//wdramiaiI4TUCowxZGVlQSaTCZ5fjNQ+CsZBIWBUYSF16gu9TWxSUlIAoMQkfPb29vzkfSkpKTAxMSkxUqi9vT2/fWmCg4O1MrIrIYTUtKSkpBJzgZG6Q/hcUXpx80Uv6G1io1K8BYUxVmGrSkV1Fi1ahLlz5/KvMzIy4OzsjKSkpHrfhEcIqR0yMzPh5OQEc3Pzmg6F6JCSGUApoP+MUj96legFvU1spFIpgKJWGQcHB748NTWVb8WRSqXIz8/H06dP1VptUlNT4enpWea+RSJRqbMTW1hYUGJDCKlV6PY5Ier09sasi4sLpFIpwsLC+LL8/HxERkbySYuHhweMjY3V6iQnJ+P69evlJjaEEEJIbSDkUW+ht6vqixptscnOzsbdu3f51wkJCYiJiYGVlRWcnZ0REBCAoKAguLq6wtXVFUFBQTAzM8PEiRMBAJaWlpg6dSrmzZsHa2trWFlZYf78+Wjbti28vb1r6rQIIYQQrVBCWMdgpe5DqTVqNLG5cuUK+vXrx79W9Xvx8/PDtm3bsGDBAuTm5mLGjBl4+vQpunXrhhMnTqjdU/76669hZGSEsWPHIjc3FwMGDMC2bdtgaFjx43GEEEKIPlMKHHyPBuh7SW/GsalJqvEC6Pl/QkhtQd9bdZvq9xsa1Q3iBhW3QeRmF2KWx0V6P0CPOw8TQggh9R3NFaU5SmwIIYQQPSV8dm+6FaVCiQ0hhBCip4QP0EeJjQolNoQQQoieUjIOSiFPRdGUCjxKbAghhBA9pRTYYkNPRb1EiQ0hhBCip4RPqUCJjQolNoQQQoieUoCDQsATT0Lq1BeU2BBCCCF6ilpsNEeJDSGEEKKnFBDWGqPQfSi1BqV4hBBCiJ5StdgIWTRRWFiIJUuWwMXFBWKxGE2bNsXy5cuhVL6cdYoxhsDAQMhkMojFYvTt2xc3btzQ9ilqHSU2hBBCiJ5SDdAnZNHE6tWr8d133yE0NBS3bt3CmjVr8MUXX+Cbb77h66xZswYhISEIDQ3F5cuXIZVKMXDgQGRlZWn7NLWKbkURQggheooJnFKBadh5+Pz58xg5ciSGDRsGAGjSpAl++eUXXLlypWh/jGHt2rVYvHgxRo8eDQDYvn077O3tsWvXLvj7+2t4JtWHWmwIIYQQPaVpi01mZqbakpeXV+p+e/XqhVOnTuH27dsAgGvXruHs2bMYOnQoACAhIQEpKSnw8fHhtxGJRPDy8sK5c+d0fNZVI6jFRpWtaeK7776DnZ2dxtsRQgghpIimIw87OTmplS9btgyBgYEl6i9cuBAZGRlo2bIlDA0NoVAosGrVKkyYMAEAkJKSAgCwt7dX287e3h6JiYmVOZVqIyix2b9/P8aOHQuxWCxop7t27UJ2djYlNoQQQkgVaDpXVFJSEiwsLPhykUhUav09e/bgp59+wq5du9CmTRvExMQgICAAMpkMfn5+fD2OU0+qGGMlyvSN4D4269evF5yo/Pbbb5UOiBBCCCFFNG2xsbCwUEtsyvLRRx/h448/xvjx4wEAbdu2RWJiIoKDg+Hn5wepVAqgqOXGwcGB3y41NbVEK46+EdTHJjw8HFZWVoJ3evToUTRu3LjSQRFCCCGkaA4ooYsmnj17BgMD9W0MDQ35x71dXFwglUoRFhbGr8/Pz0dkZCQ8PT2rfmI6JKjFxsvLS6Od9urVq1LBEEIIIeQlBeOgENBiI6TOq0aMGIFVq1bB2dkZbdq0wdWrVxESEoJ33nkHQNEtqICAAAQFBcHV1RWurq4ICgqCmZkZJk6cWKlzqS5Vetz78OHDiIiIgEKhQM+ePTFmzBhtxUUIIYTUe5reihLqm2++wdKlSzFjxgykpqZCJpPB398fn376KV9nwYIFyM3NxYwZM/D06VN069YNJ06cgLm5ucbnUZ04xhirzIZLly7F3r17MWzYMBQUFOD333+Hr68vQkNDtR2jzmVmZsLS0hIZGRmC7k0SQkhNo++tuk31+30v8g2YNDCusH5+dgE2ef2P3g/QoMUmKioKHh4e/Os9e/bg2rVr/JNSU6ZMQd++fWtlYkMIIYToI5rdW3OCexu99957CAgIwLNnzwAATZs2RUhICOLi4hAbG4uNGzfCzc1NZ4ESQggh9Y2SvbwdVf5S05HqD8GJzaVLlyCVStGpUyf88ccf2LJlC6Kjo+Hp6YnevXvjwYMH2LVrly5jJYQQQuoVXU2CWZcJvhVlaGiIjz/+GGPHjsX7778PiUSC0NBQyGQyXcZHCCGE1FtKgXNFCalTX2ic4jVt2hTHjx/HqFGj0KdPH3z77be6iIsQQgip91SPewtZSBHBiU1GRgYWLlyIESNGYMmSJRg9ejQuXryIS5cuoXv37oiNjdVlnIQQQki9Q7eiNCf4Svj5+eHChQsYNmwY4uLi8P7778Pa2hrbt2/HqlWrMHbsWCxcuFCXsRJCCCH1ihJCOg4Lu11VXwjuY3Pq1ClcvXoVzZs3x7Rp09C8eXN+3YABAxAdHY0VK1boJEhCCCGkPmIC+9gwSmx4gltsXF1dsWnTJty+fRvfffcd5HK52nqxWIygoCCtB0gIIYTUV8Ie9RY2OnF9ITix2bJlC/7880907NgRu3btwsaNG3UZFwAgMDAQHMepLaoZR4Gi6dMDAwMhk8kgFovRt29f3LhxQ+dxEUIIIdWB+thoTvCtqA4dOuDKlSu6jKVUbdq0wcmTJ/nXhoaG/M9r1qxBSEgItm3bBjc3N6xcuRIDBw5EXFyc3s9lQQghhFREV3NF1WVVmgSzOhgZGam10qgwxrB27VosXrwYo0ePBgBs374d9vb22LVrF/z9/as7VEIIIUSraBwbzQlqu7KyssKTJ08E79TZ2RmJiYmVDupVd+7cgUwmg4uLC8aPH4/4+HgAQEJCAlJSUuDj48PXFYlE8PLywrlz58rdZ15eHjIzM9UWQgghRN9QHxvNCWqxSU9Px9GjR2FpaSlop2lpaVAoFFUKDAC6deuGHTt2wM3NDY8fP8bKlSvh6emJGzduICUlBQBgb2+vto29vX2FSVVwcDA+++yzKsdHCCGE6BLditKc4FtRfn5+uoyjVEOGDOF/btu2LXr06IFmzZph+/bt6N69OwCA49R/mYyxEmXFLVq0CHPnzuVfZ2ZmwsnJSYuRE0IIIVVHiY3mBCU2SqVS13EIIpFI0LZtW9y5cwejRo0CAKSkpMDBwYGvk5qaWqIVpziRSASRSKTLUAkhhJAqo8RGc7Xq+bC8vDzcunULDg4OcHFxgVQqRVhYGL8+Pz8fkZGR8PT0rMEoCSGEEO1geNmBuLyF1XSgekSvn4qaP38+RowYAWdnZ6SmpmLlypXIzMyEn58fOI5DQEAAgoKC4OrqCldXVwQFBcHMzAwTJ06s6dAJIYSQKqMWG83pdWLz4MEDTJgwAU+ePIGtrS26d++OCxcu8KMeL1iwALm5uZgxYwaePn2Kbt264cSJEzSGDSGEkDqBEhvN6XVis3v37nLXcxyHwMBABAYGVk9AhBBCSDWixEZzep3YEEIIIfUZJTaaE5zYCBnEzsjICGZmZlUKiBBCCCFFGOPABCQtQurUF4ITm4YNG1Y4PgxQ9Ej2wIEDsW7dOjg6OlYpOEIIIaQ+oykVNCc4sQkPD6+wjlKpxOPHj/Htt9/ivffew5EjR6oUHCGEEFKf0a0ozQlObPLy8tCvXz8YGxtXWLddu3b8yMCEEEIIqRy6FaU5wQP0TZ8+Hba2thg3bhx27dqF9PT0Mus2b94cO3fu1EZ8hBBCSL1Fk2BqTnBiEx8fj9OnT6Nt27ZYu3YtpFIpBgwYgPXr1+PevXtqdU1MTDBy5Ehtx0oIIYTUK6oWGyELKaLRlArt2rXDkiVLcOnSJcTHx+ONN97AsWPH0KpVK7Rv3x6ffvoprly5oqtYCSGEkHqFCWytocTmpUrPFSWTyTB9+nQcOXIET548waeffop79+5h8ODBCAoK0maMhBBCSL3EADAmYKnpQPWIVgbok0gkGDNmDMaMGQOlUom0tDRt7JYQQgip15TgwNHj3hoR3GIzdOhQZGRk8K9XrVql1oE4LS0NrVu3hoGBAWxtbbUaJCGEEFIfUR8bzQlusTl+/Djy8vL416tXr8aECRPQsGFDAEBhYSHi4uK0HiCpPgUKJdKfFSD9WT6ePitARm4BnhcokFeoRF6hAnkFShQolDDgOBgacDAyLPrX2MAAEpERLMRGMDc1hrmpESxMjWElMYGhAX3YCCGkspSMA0fj2GhEcGLDGCv3NdF/OXmF+OffbCQ8ycGDp7l4lF60PEzPRXLGc2Q9L9Tq8QwNONg2EMHe0hT25iJILU3hbGWGprYSuNg0gGMjMYwNK93NixBC6jxVHxoh9UgRmgSzDlIoGeL/zUbswwzceJSJu6nZuJuajYfpuRVuy3GApdgYjcxMYCk2htjYECZGBhAZGUBkbAhjAw4MQKGSQaFUolDBUKBQIidPgcznBch6XojM3AJk5RVCoWRIyXyOlMznpR7LyICDs5UZWkjN0drBAq1lFmgjs4S9hUjQ9B2EEFLX0QB9mhOc2HAcV+I/G/rPRz88yc7DpYT/EJX4FLEPMnD9UQae5StKrWvTwARNbRvAqZEZGjc0hayh+MViCiuJCJZiY63cPipUKPEkOx8pmc/x+MWSnPEciWk5iP83B/fScvC8QIn4JzmIf5KDo9dT+G2tJCbo4NQQHvJG6CxvhPZODWFqbFjlmAghpLahxEZzGt2KmjJlCkQiEQDg+fPnmD59OiQSCQCo9b8hupWckYtLCf/hQvx/uJSQhn/+zSlRx8zEEG1kFnBvbAk3e3M0t2uA5rYN0EhiUi0xGhkaQGppCqmlaanrlS9ac+L/zcGt5EzcTM7EzUeZuPtvNv7Lyceff6fiz79TAQDGhhzcG1uis7wRPJvboJuLFcxMqLGREFL3UR8bzQn+38HPz0/t9VtvvVWizuTJk6seESkhr1CBK/eeIiIuFRFx/+JOanaJOi2l5ujSxAodnBqinaMlmto20OuOuwYGHN9a1MvVhi9/XqDA3ylZiEp8iqjE/3D53lP8m5WHq/fTcfV+On44kwATQwN0cWmE3q626O1qg1ZSCxjo8bkSQkhlUR8bzXGMegEjMzMTlpaWyMjIgIWFRU2HAwBIzXyOsFuPEf73vzj3zxO1W0sGHNBGZoluLlbo+mJpaFY9LTHVjTGGpP9ycSXxP1xK+A9n7jwp0VfIpoEJBrS0h08be/RsbkO3rUi9oI/fW0R7VL9f158+hqFZ6S3fr1I8e447b31O7wdQ52G98jA9F8eup+DY9WRcSXyqloHbmovg5WaLvi1s0bu5LSzNKp5lvS7gOA7O1mZwtjbD6E6OYIwh/kkOztz+F2fuPMH5+DQ8yc7HnitJ2HMlCWYmhujbwhY+raXo18Ku3lwnQkjdRH1sNEeJTQ27n/YMR64n42hsMq49yFBb18GpIbxb2aFvCzu0dqDbLUBRotPMtgGa2TbAlJ4uyC9U4lLCfwi7mYITNx8jOeM5jsSm4EhsCowNOfRxtYVvBxm8W9lDIqK3OyGkdmEQNl1Cvb/18gr6pq8BT3PycSg2GfuiHyD6fjpfznFAlyZWGOIuxaA2UsgaimsuyFrCxMgAvVxt0MvVBoG+bXD9YSZO3EzB8RspuP04G6f+TsWpv1MhNjaEd2t7+LaXoY+bDURGdLuKEKL/dNli8/DhQyxcuBBHjx5Fbm4u3NzcsHnzZnh4eLzYJ8Nnn32GTZs24enTp+jWrRu+/fZbtGnTRuNjVSdKbKrJ8wIF/vw7FfuuPkREXCoKFEX5tQEHeDazwWB3KXza2MPOvOJ7qaR0HMehraMl2jpaYp5PC9xNzcLBmEc4cO0REtOe4Y9rj/DHtUewMDXCsHYOeKOzEzo6NaRhCwgh+ktHTTZPnz5Fz5490a9fPxw9ehR2dnb4559/+NkEAGDNmjUICQnBtm3b4ObmhpUrV2LgwIGIi4uDubm5ZgesRtR5GLrrhMcYw/WHmfjl8n38ce2R2si+bWQWeK1jY/i2l8HOgpIZXWKM4a8HGTh47REO/fUIjzNfDk3QzFaCsZ2d8FqnxpRUklqFOg/Xbarfb9Nti2EgoPOw8tlzxE9ZJfj98PHHH+P//u//cObMmVLXM8Ygk8kQEBCAhQsXAiga1sXe3h6rV6+Gv7+/ZidUjSixgfa/IDJyC3Aw5iF+uZSEm8mZfLnM0hQjOzbGax0bw81ef7PdukyhZLgYn4bfoh/gSGwynhcoARRN/9CvhS3e6OyE/i3taKoHovcosanbVL9fl63CE5uEt4UnNq1bt8agQYPw4MEDREZGonHjxpgxYwamTZsGAIiPj0ezZs0QHR2Njh078tuNHDkSDRs2xPbt2yt/cjpGt6K0hDGGK4lP8cul+2r/YZoYGWCIuxTjOjuhe1Nr6gBcwwwNOHg2t4Fncxt85tsGh/9Kxq9XkhB9Px0nb6Xi5K1U2DQwweseTnizmzOcrMxqOmRCSD2maR+bzMxMtXKRSMQPrPuq+Ph4bNy4EXPnzsUnn3yCS5cu4YMPPoBIJMLkyZORklI0Gry9vb3advb29khMTKzs6VQLSmyqKP1ZPn6LeoBfLt1XGwHYzb4BxndxxmsdG1fbaL9EM+amxhjf1RnjuzrjbmoW/nflAX6Pfogn2Xn4LvIffH/6H3i52eKtbnL0a2mn1wMeEkLqKMYVLULqAXByclIrXrZsGQIDA0tUVyqV6Ny5M4KCggAAHTt2xI0bN7Bx40a1wXaL90FkjOl9v0RKbCrp+sMM7DyfiP0xD5FXWNQ6Y2ZiiBHtZBjXlTql1jbN7cyxaGgrzB/UAn/+nYqfLiTizJ0niIj7FxFx/6JxQzEmdHXC2C5O1BeHEFJtNB15OCkpSe1WVGmtNQDg4OCA1q1bq5W1atUKv//+OwBAKpUCAFJSUuDg4MDXSU1NLdGKo28osdFAfqESR68nY+f5RFxJfMqXt3KwwKTucoxo7wBzUxoQrjYzNjTAoDZFj9vfe5KDXZfu49crSXiYnosvT9zG2pN3MMhdiknd5ejmYkXJKyFEtzR8KsrCwkJQH5uePXsiLi5Orez27duQy+UAABcXF0ilUoSFhfF9bPLz8xEZGYnVq1drcgbVjhIbAR5nPsfPF+9j18X7eJJd9ESNkQGHIW0d4NdDDg95I/oPrg5qYiPBJ0NbYe5ANxz+Kxk/XUzE1fvpOPxXMg7/lQw3+waY3KMJRndqTJNyEkJ0Qlfj2MyZMweenp4ICgrC2LFjcenSJWzatAmbNm0CUHQLKiAgAEFBQXB1dYWrqyuCgoJgZmaGiRMnVupcqkud+TbesGEDvvjiCyQnJ6NNmzZYu3YtevfuXen9McZw+d5TbD9/D8evp6BQWZQO25mLMLGbMyZ2dabHtOsJU2NDjPFwxBgPR9x4lIGfLtzHgZiHuP04G0v2X8eaY39jbGcnTO7RBM7W1NmYEKJlOnh2uUuXLti3bx8WLVqE5cuXw8XFBWvXrsWbb77J11mwYAFyc3MxY8YMfoC+EydO6PUYNkAdedx7z549mDRpEjZs2ICePXvi+++/x48//oibN2/C2dm5wu1ffWzSRCzB3uiH2HH+Hv5OyeLrdG1ihcmecgxqI6VHgQkynxfgf1ceYMf5e0hMewagaOTo/i3sMKVnE/R2ta3hCEldR497122q36/T98tgIBbwuHfucyT5f6b374fRo0drvM13330HOzs7wfXrRGLTrVs3dOrUCRs3buTLWrVqhVGjRiE4OLjC7VVvoPT0dMz67W+cufMEAGBqbIDXOjbGpO5N0Fqmv28UUnOUSobI2/9i27l7iLz9L1/+6fDWeKeXSw1GRuo6SmzqNj6x+U6DxGa6/ic2BgYGGDt2LMRiYVMG7dq1C7du3ULTpk0FH6PW34rKz89HVFQUPv74Y7VyHx8fnDt3rtRt8vLykJf3cvTZjIyiySdfX38Kcf8pYGJkgA8HNMeoDo787NDFxwYgRMVDZgqP11si/okjtp5NwL6rj/D5wWj8cfmfmg6N1GEFz4uGl6gDf5uScnEvFiH1aof169cLboH57bffNN5/rU9snjx5AoVCUeogQqoBhooLDg7GZ599VqL85Kdj+J8/+BL4QLuhknrmTk0HQOqFtLQ0WFpa1nQYRFfq2PTe4eHhsLKyElz/6NGjaNy4sUbHqPWJjYomgwgtWrQIc+fO5V+np6dDLpfj/v37evUFkZmZCScnpxLjEtQkfYwJoLg0pY9x6WNMgP7GlZGRAWdnZ43+kyC1UB1LbLy8vDSq36tXL42PUesTGxsbGxgaGpZonSlvEKGyhpi2tLTUqy8uFaHjElQnfYwJoLg0pY9x6WNMgP7GZWBADzPUaRqOPFxbHT58GBEREVAoFOjZsyfGjBlT8UZlqPWfCBMTE3h4eCAsLEytPCwsDJ6enjUUFSGEEFJ1qpGHhSy11dKlS7FgwQJwHAfGGObMmYNZs2ZVen+1vsUGAObOnYtJkyahc+fO6NGjBzZt2oT79+9j+vTpNR0aIYQQUnl17FYUAERFRcHDw4N/vWfPHly7do1/UmrKlCno27cvQkNDK7X/OpHYjBs3DmlpaVi+fDmSk5Ph7u6OI0eO8ENDV0QkEmHZsmVlzqlRU/QxLn2MCaC4NKWPceljTADFRWpYHbwV9d5776F37978SMZNmzZFSEgIXn/9deTn52Pjxo1wc3Or9P7rxDg2hBBCSF3Cj2OzbrnwcWw+/FTvx7EBAIVCgS+++ALbtm3DF198AQ8PD8yePZvvY9OrVy+sW7cOzZo1q9T+60SLDSGEEFIn1cFbUYaGhvj4448xduxYvP/++5BIJAgNDYVMJtPK/mt952FCCCGkzlLdihKy1DJNmzbF8ePHMWrUKPTp0wfffvutVvZLiQ0hhBCir5gGSy2RkZGBhQsXYsSIEViyZAlGjx6Nixcv4tKlS+jevTtiY2OrtH9KbAghhBB9VQcTGz8/P1y4cAHDhg1DXFwc3n//fVhbW2P79u1YtWoVxo4di4ULF1Z6/3U2sQkODkaXLl1gbm4OOzs7jBo1CnFxcWp1OI4rdfniiy/4Onl5eZg9ezZsbGwgkUjg6+uLBw8e6CSmgoICLFy4EG3btoVEIoFMJsPkyZPx6NEjtf307du3RMzjx4+vVEwqp0+fxogRIyCTycBxHPbv36+2Pjs7G7NmzYKjoyPEYjFatWqlNukooN1rJSSmwMBAtGzZEhKJBI0aNYK3tzcuXryoVkcX16o0WVlZCAgIgFwuh1gshqenJy5fvsyvZ4whMDAQMpkMYrEYffv2xY0bN7QeR1mCg4PBcRwCAgL4silTppS4Nt27d6+2mIrbsGEDXFxcYGpqCg8PD5w5c6bGYgEAf39/cByHtWvXqpVX13vqVY8fP8aUKVMgk8lgZmaGwYMH484d9Uk7tP35I3qiDiY2p06dwubNmzF9+nTs3r0bZ8+e5dcNGDAA0dHRMDQ0rPT+62xiExkZiZkzZ+LChQsICwtDYWEhfHx8kJOTw9dJTk5WW7Zs2QKO49RGPAwICMC+ffv4i5+dnY3hw4dDoVBoPaZnz54hOjoaS5cuRXR0NPbu3Yvbt2/D19e3xL6mTZumFvv3339fiav0Uk5ODtq3b1/muAFz5szBsWPH8NNPP+HWrVuYM2cOZs+ejQMHDvB1tHmthMTk5uaG0NBQxMbG4uzZs2jSpAl8fHzw77//qtXT9rUqzbvvvouwsDDs3LkTsbGx8PHxgbe3Nx4+fAgAWLNmDUJCQhAaGorLly9DKpVi4MCByMrK0nosxV2+fBmbNm1Cu3btSqwbPHiw2rU5cuSIzuMpzZ49exAQEIDFixfj6tWr6N27N4YMGYL79+/XSDz79+/HxYsXy+zMWB3vKRXGGEaNGoX4+HgcOHAAV69ehVwuh7e3t9r3mbY/f0RP1ME+Nq6urti0aRNu376N7777rsTQLGKxGEFBQZU/AKsnUlNTGQAWGRlZZp2RI0ey/v3786/T09OZsbEx2717N1/28OFDZmBgwI4dO1YtMV26dIkBYImJiXyZl5cX+/DDD6t8/LIAYPv27VMra9OmDVu+fLlaWadOndiSJUsYY7q/VqXFVFxGRgYDwE6ePMmX6fpaMcbYs2fPmKGhITt06JBaefv27dnixYuZUqlkUqmUff755/y658+fM0tLS/bdd9/pNLasrCzm6urKwsLCSlwLPz8/NnLkSJ0eX6iuXbuy6dOnq5W1bNmSffzxx9Uey4MHD1jjxo3Z9evXmVwuZ19//bXa+up4T70qLi6OAWDXr1/nywoLC5mVlRX74YcfGGO6//yR6qf6PnNes5I1+ebLChfnNSsZAJaRkVHToVfo6tWrzMPDg5mZmTFPT0928+ZNre6/zrbYFJeRkQEAZU4Y9/jxYxw+fBhTp07ly6KiolBQUAAfHx++TCaTwd3dHefOndN5TKo6HMehYcOGauU///wzbGxs0KZNG8yfP1/nf/n36tULBw8exMOHD8EYQ3h4OG7fvo1BgwYB0P21qkh+fj42bdoES0tLtG/fXm2drq9VYWEhFAoFTE3Vx5oQi8U4e/YsEhISkJKSonZtRCIRvLy8dH5tZs6ciWHDhsHb27vU9REREbCzs4ObmxumTZuG1NRUncZTmvz8fERFRaldHwDw8fGplvfOq5RKJSZNmoSPPvoIbdq0KbNedX7+8vLyAEDt/WVoaAgTExO+Cb+mP39Eh+rgragOHTrgypUryMnJwf/93/+hVatWWt1/vRjHhjGGuXPnolevXnB3dy+1zvbt22Fubo7Ro0fzZSkpKTAxMUGjRo3U6trb25eYdFMXMT1//hwff/wxJk6cqDbg0ptvvgkXFxdIpVJcv34dixYtwrVr10rMl6VN69evx7Rp0+Do6AgjIyMYGBjgxx9/5Gde1eW1Ks+hQ4cwfvx4PHv2DA4ODggLC4ONjQ2/vjqulbm5OXr06IEVK1agVatWsLe3xy+//IKLFy/C1dWVP//ik7La29sjMTFRa3EUt3v3bkRHR6v19XnVkCFD8MYbb0AulyMhIQFLly5F//79ERUVVa2j2T558gQKhaLU66PL905pVq9eDSMjI3zwwQdl1qnuz1/Lli0hl8uxaNEifP/995BIJAgJCUFKSgqSk5MB1NznjxB9VC8Sm1mzZuGvv/5S66BU3JYtW/Dmm2+W+Ku7NIwxcFzV7mdWFFNBQQHGjx8PpVKJDRs2qK2bNm0a/7O7uztcXV3RuXNnREdHo1OnTlWKqyzr16/HhQsXcPDgQcjlcpw+fRozZsyAg4NDma0BgHauVXn69euHmJgYPHnyBD/88APGjh2Lixcvws7ODkD1XaudO3finXfeQePGjWFoaIhOnTph4sSJiI6O5usUvw66vDZJSUn48MMPceLEiTLf0+PGjeN/dnd3R+fOnSGXy3H48GG1BL+6VOf1AYpaXfz9/fnXhw8fxrp16xAdHV3ucXX9nioe19GjR/H7779j6tSpsLKygqGhIby9vTFkyJAK96Xra0h0jwPACWiNqS2/ZSsrK9y+fVvtD9DyODs748yZM4KnSALqQWIze/ZsHDx4EKdPn4ajo2Opdc6cOYO4uDjs2bNHrVwqlSI/Px9Pnz5V+0soNTW1SjOHVxRTQUEBxo4di4SEBPz5558VDo/dqVMnGBsb486dOzpJbHJzc/HJJ59g3759GDZsGACgXbt2iImJwZdffglvb2+dXauKSCQSNG/eHM2bN0f37t3h6uqKzZs3Y9GiRaXW19W1atasGSIjI5GTk4PMzEw4ODhg3Lhx/F/2QNFf1Q4ODvw2qampJVoptCUqKgqpqalqE80pFAqcPn0aoaGhyMvLK/HUgYODA+RyeYmnbXTNxsYGhoaGJVoWdHl9AMDX1xfdunXjX//vf/9DamoqnJ2d+TKFQoF58+Zh7dq1uHfvXqn70fZ7qnhcjRs3hlgsRkxMDDIyMpCfnw9bW1t069YNnTt3BqC77ypCtC09PR1Hjx6FpaWloPppaWkad4Cvs4kNYwyzZ8/Gvn37EBERARcXlzLrbt68GR4eHiX6Znh4eMDY2BhhYWEYO3YsgKInqa5fv441a9boJCZVUnPnzh2Eh4fD2tq6wv3euHEDBQUFav9palNBQQEKCgpgYKDeJcvQ0BBKpRKA9q9VZTHG+D4JpdH1tZJIJJBIJHj69CmOHz+ONWvW8MlNWFgYOnbsCKCoX0lkZCRWr16tkzgGDBhQYpCrt99+Gy1btsTChQtLfZQyLS0NSUlJOrs2ZTExMYGHhwfCwsLw2muv8eVhYWEYOXKkzo5rbm4Oc3Nz/vV7772HESNGqNUZNGgQJk2ahLfffrvM/Wj7PVU8rlep/jO4c+cOrly5ghUrVgDQn88f0YE6OAmmn5+fTvdfZxObmTNnYteuXThw4ADMzc35vwYtLS35qdGBoonG/ve//+Grr74qsQ9LS0tMnToV8+bNg7W1NaysrDB//ny0bdu23NsvlY2psLAQr7/+OqKjo3Ho0CEoFAq+jpWVFUxMTPDPP//g559/xtChQ2FjY4ObN29i3rx56NixI3r27FmZSwWgaJyau3fv8q8TEhIQExMDKysrODs7w8vLCx999BHEYjHkcjkiIyOxY8cOhISE6ORaVRSTtbU1Vq1aBV9fXzg4OCAtLQ0bNmzAgwcP8MYbbwCAzq5VaY4fPw7GGFq0aIG7d+/io48+QosWLfD222/z48cEBQXB1dUVrq6u/Ky2EydO1GocKubm5iX6bkkkElhbW8Pd3R3Z2dkIDAzEmDFj4ODggHv37uGTTz6BjY2NWnJRXebOnYtJkyahc+fO6NGjBzZt2oT79+9j+vTp1RaDtbV1iT8kjI2NIZVK0aJFCwDV+5561f/+9z/Y2trC2dkZsbGx+PDDDzFq1Ci+s7AuPn9ET9SxuaJUfwzrlFafsdIjKKPf+NatW9Xqff/990wsFrP09PRS95Obm8tmzZrFrKysmFgsZsOHD2f379/XSUwJCQll1gkPD2eMMXb//n3Wp08fZmVlxUxMTFizZs3YBx98wNLS0ioVk0p4eHipx/Xz82OMMZacnMymTJnCZDIZMzU1ZS1atGBfffUVUyqV/D60ea0qiik3N5e99tprTCaTMRMTE+bg4MB8fX3ZpUuX+O11da1Ks2fPHta0aVNmYmLCpFIpmzlzptp7SqlUsmXLljGpVMpEIhHr06cPi42N1Xoc5Xn1MeVnz54xHx8fZmtry4yNjZmzszPz8/Or0u+rqr799lsml8uZiYkJ69SpU7nDIFSX4o97V+d76lXr1q1jjo6O/O9qyZIlLC8vT62Otj9/pGapHveWB61iLiFfVbjIg1bVmse9dY1jjNWSPI8QQgipHzIzM2FpaYkmq1bBQMBDLcrnz3Fv8WJkZGRU2C+zrquzt6IIIYSQWq+O3YqqDpTYEEIIIfqKEhuNUWJDCCGE6CmOCRzHhhIbHiU2hBBCiL6qg497Z2ZmVljHyMgIZmZmldo/JTaEEEKIvqqDt6IaNmwoaERsiUSCgQMHYt26dWUOsFuaGp0E8/Tp0xgxYgRkMhk4jsP+/fvV1jPGEBgYCJlMBrFYjL59++LGjRtqdfLy8jB79mzY2NhAIpHA19cXDx48qMazIIQQQnRDdStKyFJbhIeH488//yx3OXnyJDZt2oTU1FS89957Gu2/RltscnJy0L59e7z99tsYM2ZMifVr1qxBSEgItm3bBjc3N6xcuRIDBw5EXFwcPzJnQEAA/vjjD+zevRvW1taYN28ehg8fjqioqFJHVyWEEEJqjTrYYpOXl4d+/frB2Ni4wrrt2rVD9+7dNdq/3oxjw3Ec9u3bh1GjRgEoaq2RyWQICAjAwoULARRdDHt7e6xevRr+/v7IyMiAra0tdu7cyU/o9+jRIzg5OeHIkSMYNGiQoGMrlUo8evQI5ubmNGEcIaRWYIwhKysLMpmsxHQnFaHvvKqpyrUXSjWOTdOlQTAUMI6N4vlzxK/4pFaMY9O0aVP8999/GDRoEEaOHImhQ4eiYcOGpdbNz8/H0aNHNZpeRW/72CQkJCAlJYUfMhwARCIRvLy8cO7cOfj7+yMqKgoFBQVqdWQyGdzd3XHu3LkyE5u8vDy1+YQePnyI1q1b6+5kCCFER5KSkjTqfwC8/AOQVE1lrr3G6mCLTXx8PP766y8cPHgQa9euxTvvvIOePXti5MiR8PX1RZMmTfi6JiYmGs8Zp7eJjWqOpOKz+9rb2yMxMZGvY2JiojabrapO8ZmCXxUcHIzPPvusRHkvDIORgQicoSFgwIEzNAA4DjAwePGz6vWL9RwHqOoU+5m92K6o/osyA4OiXk1qdQAYcEXvSYMXZRxerH9R1wAvy/HyZ8aptlGdwSs/cyhRHwDYq39cvLq+WNmrhHS2L/X+Lnt1PStRzimLvWbs5TZq94xZ0c9K9vJY7GV9jjFACYC9qKdWzopOSbVvJcAplUWvlap9MEDxouzFwtd5sQ8olUX/MgamUAJMtQ8FoGRgCsWL10owBQOYEkz5Yj0hOlCIApzFkTInzCyPapukpCS9/+teH2VmZsLJyalS115jdTCxAYpuMbVr1w5LlizBo0ePcPDgQRw8eBALFy6Em5sbn+SoZrDXhN4mNirFm0kZYxU2nVZUZ9GiRZg7dy7/WvUmNeKMYcQZg+MMAY7j/wVnAI57kdgYFEtsDAz5RIVPZDgOzECTxMbglSSlCokNV0cTG1bFxIYvYwAHcJzy5c+qchRLbF59rcqIXpQx9kpiwxQAx8A4xYuglGBcUV3GsaL3DCG6oPrcVOJWkmobCwuLKic2jDHkFhQl8GJjw3p1a6s6zrU+jGMjk8kwffp0TJ8+HTk5OTh27BgOHDiAwYMHY+7cufjkk0802p/eJjZSqRRAUauMg4MDX56amsq34kilUuTn5+Pp06dqrTapqanw9PQsc98ikQgikUhHkRNCSP2RW6BA60+PAwBuLh8EMxO9/W+F1AISiQRjxozBmDFjoFQqkZaWpvE+9PbPSRcXF0ilUoSFhfFl+fn5iIyM5JMWDw8PGBsbq9VJTk7G9evXy01sCCGEkFqBabDUEkOHDkVGRgb/etWqVUhPT+dfp6WloXXr1jAwMICtra3G+6/R1Do7Oxt3797lXyckJCAmJgZWVlZwdnZGQEAAgoKC4OrqCldXVwQFBcHMzAwTJ04EAFhaWmLq1KmYN28erK2tYWVlhfnz56Nt27bw9vauqdMihBBCtKIu3oo6fvy42gM8q1evxoQJE/gnowoLCxEXF1fp/ddoYnPlyhX069ePf63q9+Ln54dt27ZhwYIFyM3NxYwZM/D06VN069YNJ06cUOuw9fXXX8PIyAhjx45Fbm4uBgwYgG3bttEYNoQQQuqGWpS0CFF8lBltjzpTo4lN3759yz0hjuMQGBiIwMDAMuuYmprim2++wTfffKODCAkhhJAaVEefitIl6uVFCCGE6Km6eCuK47gST5Rp8wkzve08TAghhNR71dR5ODg4GBzHISAg4OWhBczXWBmMMUyZMgWjR4/G6NGj8fz5c0yfPp1//c4771Rp/9RiQwghhOip6mixuXz5MjZt2oR27dqplQuZr7Ey/Pz81F6/9dZbJepMnjy50vunxIYQQgjRVzruY5OdnY0333wTP/zwA1auXPlyd4xh7dq1WLx4MUaPHg0A2L59O+zt7bFr1y74+/tX7oAAtm7dWulthaBbUa/Sj/lASV3BlBXXIYSQ8mh4KyozM1NtefWx6tLMnDkTw4YNKzFESkXzNeozSmwIIYQQPaW6FSVkAQAnJydYWlryS3BwcJn73r17N6Kjo0utU958jeXNxagP6FYUIYQQoq80vBVVfGLTsqYPSkpKwocffogTJ07A1NS0zN1WZr7GmkaJDSGEEKKvNExshE5sGhUVhdTUVHh4ePBlCoUCp0+fRmhoKD/yb3nzNeoruhVFCCGE6ClNb0UJNWDAAMTGxiImJoZfOnfujDfffBMxMTFo2rRphfM16itqsSGEEEL0lY6eijI3N4e7u7tamUQigbW1NV9e0XyN+ooSG0IIIURP1eTIw0Lma9RHlNgQQggh+qoa54qKiIhQey1kvkZ9RIkNIYQQoq9oEkyNUWJDCCGE6CnuxSKkHilCiQ0hhBCir6jFRmOU2BTHlAAMazoKUhfQFB2EkCqqyc7DtRUlNoQQQoi+ohYbjVFiQwghhOgzSlo0IiixyczM1HjHQoZ0JoQQQkjZ6FaU5gQlNg0bNtRo0iuO43D79m00bdq00oERQggh9R7ditKY4FtRv/32G6ysrCqsxxjD0KFDqxQUIYQQQqjFpjIEJTZyuRx9+vSBtbW1oJ02bdoUxsbGVQqMEEIIqfeoxUZjghKbhIQEjXZ6/fr1SgVDCCGEkJeoxUZz9FQUIYQQoq+oxUZjlUpsLl26hIiICKSmpkKpVKqtCwkJ0UpghBBCSL1HiY3GNE5sgoKCsGTJErRo0QL29vZqT0tp8uSUXqPRh0kVMSV9yxBCqo5uRWlO48Rm3bp12LJlC6ZMmaKDcPQADYNPtEGpqOkICCF1AbXYaEzjxMbAwAA9e/bURSyEEEIIeQXHGDgBf3ALqVNfGGi6wZw5c/Dtt9/qIhZCCCGEvIppsBAAlWixmT9/PoYNG4ZmzZqhdevWJcar2bt3r9aCI4QQQuoz6mOjOY1bbGbPno3w8HC4ubnB2toalpaWaou2NWnSBBzHlVhmzpwJAJgyZUqJdd27d9d6HIQQQki1oxYbjWncYrNjxw78/vvvGDZsmC7iKeHy5ctQKF52xLx+/ToGDhyIN954gy8bPHgwtm7dyr82MTGpltgIIYQQXaIWG81pnNhYWVmhWbNmuoilVLa2tmqvP//8czRr1gxeXl58mUgkglQqrbaYCCGEkGpBT0VpTONbUYGBgVi2bBmePXumi3jKlZ+fj59++gnvvPOO2pg5ERERsLOzg5ubG6ZNm4bU1NRqj40QQgjRNlWLjZCFFNG4xWb9+vX4559/YG9vjyZNmpToPBwdHa214Irbv38/0tPT1cbQGTJkCN544w3I5XIkJCRg6dKl6N+/P6KioiASiUrdT15eHvLy8vjXmZmZOouZEEIIqTRqsdGYxonNqFGjdBCGMJs3b8aQIUMgk8n4snHjxvE/u7u7o3PnzpDL5Th8+DBGjx5d6n6Cg4Px2Wef6TxeQgghpKqoNUYzGic2y5Yt00UcFUpMTMTJkycrfJzcwcEBcrkcd+7cKbPOokWLMHfuXP51ZmYmnJyc+NdMoQBnSFMqkEpiyorrEEKIEIwJGxGfBujj1ZrZvbdu3Qo7O7sKn8ZKS0tDUlISHBwcyqwjEonKvE0FgN4gpEqYgqZTIIRoBz0VpTlBnYetrKzw5MkTwTt1dnZGYmJipYMqTqlUYuvWrfDz84OR0ctcLDs7G/Pnz8f58+dx7949REREYMSIEbCxscFrr72mteMTQgghNYLGsdGYoBab9PR0HD16VPAAfGlpaWpjz1TVyZMncf/+fbzzzjtq5YaGhoiNjcWOHTuQnp4OBwcH9OvXD3v27IG5ubnWjk8IIYTUBE5ZtAipR4oIvhXl5+enyzjK5ePjA1bK7SGxWIzjx4/XQESEEEJINaCnojQmKLFRKikVJIQQQqob9bHRXK3pPEwIIYTUO/RUlMYosSGEEEL0FLXYaI4SG0IIIURfUR8bjVFiQwghhOgparHRHCU2hBBCiL6iPjYa03h27/79+5c6z9LTp0/Rv39/rQSlD1hBIUBPgxENMYWSvmAIIVpDs3trTuMWm4iICMTGxuLq1av4+eefIZFIAAD5+fmIjIzUeoA1RqkAYFxhNUJeRdMpEEK0ivrYaEzjFhugaCTglJQUdO/eHffu3dNySIQQQggBqMWmMiqV2Dg4OCAyMhLt2rVDly5dEBERoeWwCCGEEAIlE74QAJVIbDiOA1A0Q/bPP/+MDz/8EIMHD8aGDRu0HhwhhBBSr9EkmBrTuI9N8TmblixZglatWtXoXFKEEEJIXcRB4OPeOo+k9tC4xSYhIQG2trZqZWPGjMHFixexZcsWrQVGCCGE1Huqx72FLBoIDg5Gly5dYG5uDjs7O4waNQpxcXHFDs0QGBgImUwGsViMvn374saNG9o8O53QOLGRy+X87ahXtWnThlptCCGEEC3SVefhyMhIzJw5ExcuXEBYWBgKCwvh4+ODnJwcvs6aNWsQEhKC0NBQXL58GVKpFAMHDkRWVpaWz1K7aIA+QgghRF/p6HHvY8eOqb3eunUr7OzsEBUVhT59+oAxhrVr12Lx4sUYPXo0AGD79u2wt7fHrl274O/vr9kBq1GlnooihBBCiO5xjAleACAzM1NtycvLE3ScjIwMAICVlRWAom4nKSkp8PHx4euIRCJ4eXnh3LlzWj5L7aLEhhBCCNFXSg0WAE5OTrC0tOSX4ODgCg/BGMPcuXPRq1cvuLu7AwBSUlIAAPb29mp17e3t+XX6im5FlYMVFoIzNKzpMEhtoVQCjKbhIIRoz6utMRXVA4CkpCRYWFjw5SKRqMJtZ82ahb/++gtnz54tud9ifWoZY6X2s9UnlNiUgxUWghPwpiAEoHmiCCE6oGEfGwsLC7XEpiKzZ8/GwYMHcfr0aTg6OvLlUqkUQFHLjYODA1+emppaohVH39CtKEIIIURf6ehxb8YYZs2ahb179+LPP/+Ei4uL2noXFxdIpVKEhYXxZao5IT09PbVyarpCLTaEEEKInhL6KLemj3vPnDkTu3btwoEDB2Bubs73m7G0tIRYLAbHcQgICEBQUBBcXV3h6uqKoKAgmJmZYeLEiZU4k+pDiQ0hhBCir4S2xmjYYrNx40YAQN++fdXKt27diilTpgAAFixYgNzcXMyYMQNPnz5Ft27dcOLECZibm2t0rOpGiQ0hhBCipzhl0SKkniaKT49U6j45DoGBgQgMDNRs5zWMEhtCCCFEX+moxaYuo8SGEEII0Vc6Gnm4LqPEhhBCCNFTmo5jQyixIYQQQvQX3YrSGCU2FVEoAAMa7odUjCkUNR0CIaSuYeCnS6iwHgFAiU2FlPkFMDA2rukwiL5jDFBSYkMI0S66FaU5SmwIIYQQfcUg8FaUziOpNSixIYQQQvQV9bHRmF53HgkMDATHcWqLamIuoGiAocDAQMhkMojFYvTt2xc3btyowYgJIYQQLVJqsBAAep7YAECbNm2QnJzML7Gxsfy6NWvWICQkBKGhobh8+TKkUikGDhyIrKysGoyYEEII0Q5VHxshCymi97eijIyM1FppVBhjWLt2LRYvXozRo0cDALZv3w57e3vs2rUL/v7+1R0qIYTUO2JjQ9xcPoj/mZCapvctNnfu3IFMJoOLiwvGjx+P+Ph4AEBCQgJSUlLg4+PD1xWJRPDy8sK5c+fK3WdeXh4yMzPVFkIIIZrjOA5mJkYwMzECx3E1HU7do+pjI2QhAPS8xaZbt27YsWMH3Nzc8PjxY6xcuRKenp64ceMGP8W6vb292jb29vZITEwsd7/BwcH47LPPSpQXoqBkz3KmhAHLB8cMABgASg6AIYCiPj/gDACOe7G8/JkxDmAvXjNVmUHR/lV1OO5Fj3eu6LAGL8o4vFj/oq4BXpbj5c+MU22jCvaVnzmUqA8UhQS8Uke1vliZ2iUQ8F3FlfaZYq+uZyXK+Unb2Ct12Muyl/tkRT8r2ctjsZf1OcaK7i+zF/XUylnRKan2rQQ4pfLF49mqfTBAoVT7guDrvNgHlMqifxkDUyoBplqvKCpjhVCygoovFCFaUoii95uQyQyLU21Df9RVjuq6Vebaa4w6D2tMrxObIUOG8D+3bdsWPXr0QLNmzbB9+3Z0794dAEr8hcAYq/CvhkWLFmHu3Ln864SEBHTo0AFncaRkZSUA6rJDCNFTWVlZsLS01GibtLQ0AICTk5MuQqo30tLSNL72GqPERmN6ndgUJ5FI0LZtW9y5cwejRo0CAKSkpMDBwYGvk5qaWqIVpziRSASRSMS/lsvlAID79+/r/k2qgczMTDg5OSEpKQkWFhY1HQ5PH+PSx5gA/YxLH2MCKC5NqGK6efMmZDKZxttbWVkB0L/vvNoiIyMDzs7O/HXUKSVKbUkvtR4BUMsSm7y8PNy6dQu9e/eGi4sLpFIpwsLC0LFjRwBAfn4+IiMjsXr1ao32a/BiygRLS0u9+eJ6lYWFBcUlkD7GBOhnXPoYE0BxaaJx48b895cm9P07r7aozLXXFI08rDm9Tmzmz5+PESNGwNnZGampqVi5ciUyMzPh5+cHjuMQEBCAoKAguLq6wtXVFUFBQTAzM8PEiRNrOnRCCCGk6uhWlMb0OrF58OABJkyYgCdPnsDW1hbdu3fHhQsX+FtHCxYsQG5uLmbMmIGnT5+iW7duOHHiBMzNzWs4ckIIIUQLlKyMpzNKqUcA6Hlis3v37nLXcxyHwMBABAYGVuk4IpEIy5YtU+t3ow8oLuH0MSZAP+PSx5gAiksTVY1JH8+pNqnW60ctNhrjWLU8r0YIIYQQoTIzM2FpaQnvph/AyKDiBKpQmYeT8euRkZFR7/tN6XWLDSGEEFKvUYuNxiixIYQQQvSV8sWIpILqEYASG0IIIUR/sRcjnQupRwBQYkMIIYToL7oVpTG9nwSzsoKDg9GlSxeYm5vDzs4Oo0aNQlxcnFodjuNKXb744gu+Tl5eHmbPng0bGxtIJBL4+vriwYMHOouroKAACxcuRNu2bSGRSCCTyTB58mQ8evRIbT99+/YtEff48eMrHdfp06cxYsQIyGQycByH/fv3q63Pzs7GrFmz4OjoCLFYjFatWmHjxo1qdbR9rSqKKTAwEC1btoREIkGjRo3g7e2NixcvqtXR9nUqS1ZWFgICAiCXyyEWi+Hp6YnLly/z6xljCAwMhEwmg1gsRt++fXHjxg2tx1GW4OBgfuwnlSlTppS4NqqpSqrbhg0b4OLiAlNTU3h4eODMmTM1Eser/P39wXEc1q5dq1ZeXe+pVz1+/BhTpkyBTCaDmZkZBg8ejDt37qjVEfr508drrQ8q+r4R8hnW9ncggBdz1QlcCIA6nNhERkZi5syZuHDhAsLCwlBYWAgfHx/k5OTwdZKTk9WWLVu2gOM4jBkzhq8TEBCAffv2Yffu3Th79iyys7MxfPhwKBQKncT17NkzREdHY+nSpYiOjsbevXtx+/Zt+Pr6ltjXtGnT1OL//vvvKxUTAOTk5KB9+/YIDQ0tdf2cOXNw7Ngx/PTTT7h16xbmzJmD2bNn48CBA3wdbV+rimJyc3NDaGgoYmNjcfbsWTRp0gQ+Pj74999/1epp8zqV5d1330VYWBh27tyJ2NhY+Pj4wNvbGw8fPgQArFmzBiEhIQgNDcXly5chlUoxcOBAZGXpfiKyy5cvY9OmTWjXrl2JdYMHD1a7NkeOlDJfmo7t2bMHAQEBWLx4Ma5evYrevXtjyJAhuH//frXHorJ//35cvHixzOkKquM9pcIYw6hRoxAfH48DBw7g6tWrkMvl8Pb2Vvs+E/L508drrS8q+r4R8hnW9ncgAJrduzJYPZGamsoAsMjIyDLrjBw5kvXv359/nZ6ezoyNjdnu3bv5socPHzIDAwN27Nixaovr0qVLDABLTEzky7y8vNiHH36olRiKA8D27dunVtamTRu2fPlytbJOnTqxJUuWMMZ0f61Ki6m4jIwMBoCdPHmSL9PldVJ59uwZMzQ0ZIcOHVIrb9++PVu8eDFTKpVMKpWyzz//nF/3/PlzZmlpyb777judxpaVlcVcXV1ZWFhYiWvh5+fHRo4cqdPjC9G1a1c2ffp0tbKWLVuyjz/+uEbiefDgAWvcuDG7fv06k8vl7Ouvv1ZbXx3vqVfFxcUxAOz69et8WWFhIbOysmI//PADY0z450/frrW+Kv59I+QzrO3vQNX3mbeDPxvceHaFi7eDPwPAMjIyKn/idUSdbbEpLiMjAwDKnLTs8ePHOHz4MKZOncqXRUVFoaCgAD4+PnyZTCaDu7s7zp07Vy1xqepwHIeGDRuqlf/888+wsbFBmzZtMH/+fJ3+9d+rVy8cPHgQDx8+BGMM4eHhuH37NgYNGgSgeq5VefLz87Fp0yZYWlqiffv2aut0fZ0KCwuhUChgamqqVi4Wi3H27FkkJCQgJSVF7dqIRCJ4eXnp/NrMnDkTw4YNg7e3d6nrIyIiYGdnBzc3N0ybNg2pqak6jae4/Px8REVFqV0bAPDx8amW901xSqUSkyZNwkcffYQ2bdqUWa86P3t5eXkAoPb+MjQ0hImJCc6ePQtA2OdP3651bSLkM6yz70BqsdFYveg8zBjD3Llz0atXL7i7u5daZ/v27TA3N8fo0aP5spSUFJiYmKBRo0Zqde3t7ZGSklItcT1//hwff/wxJk6cqDbo0ptvvslPBHr9+nUsWrQI165dQ1hYWJXjKs369esxbdo0ODo6wsjICAYGBvjxxx/Rq1cvALq/VmU5dOgQxo8fj2fPnsHBwQFhYWGwsbHh11fHdTI3N0ePHj2wYsUKtGrVCvb29vjll19w8eJFuLq68udffNZ5e3t7JCYmai2O4nbv3o3o6Gi1vj6vGjJkCN544w3I5XIkJCRg6dKl6N+/P6KioqptRNonT55AoVCUem10+b4py+rVq2FkZIQPPvigzDrV/dlr2bIl5HI5Fi1ahO+//x4SiQQhISFISUlBcnIyAGGfP3271rWJkM+wzr4DlUoImrpbSU9FqdSLxGbWrFn466+/+L9uSrNlyxa8+eabJf7qLg1jDBwnZB75qsVVUFCA8ePHQ6lUYsOGDWrrpk2bxv/s7u4OV1dXdO7cGdHR0ejUqVOVYytu/fr1uHDhAg4ePAi5XI7Tp09jxowZcHBwKLM1ANDetSpLv379EBMTgydPnuCHH37A2LFjcfHiRdjZ2QGovuu0c+dOvPPOO2jcuDEMDQ3RqVMnTJw4EdHR0Xyd4tdBl9cmKSkJH374IU6cOFHme3rcuHH8z+7u7ujcuTPkcjkOHz6sluBXh+q8Nio///wz/P39+deHDx/GunXrEB0dXe6xdf2eKh7X0aNH8fvvv2Pq1KmwsrKCoaEhvL29MWTIkAr3Vdp1rIlrXVdU5tpV+frSU1Eaq/O3ombPno2DBw8iPDwcjo6OpdY5c+YM4uLi8O6776qVS6VS5Ofn4+nTp2rlqampJTJ3bcdVUFCAsWPHIiEhAWFhYRUOkd2pUycYGxuXeFJCG3Jzc/HJJ58gJCQEI0aMQLt27TBr1iyMGzcOX375JQDdXqvySCQSNG/eHN27d8fmzZthZGSEzZs3l1lfV9epWbNmiIyMRHZ2NpKSknDp0iUUFBTwf9kDKPFXmy6vTVRUFFJTU+Hh4QEjIyMYGRkhMjIS69evh5GRUamdGR0cHCCXy3XyHiqLjY0NDA0Nq/XaqPj6+iImJoZfzp07h9TUVDg7O/PXLDExEfPmzUOTJk3K3I+231PF4+rcuTM8PDwQExOD9PR0JCcn49ixY0hLS4OLiwsAYZ+/mrzWtZ2Qz7DOvgPpVpTG6mxiwxjDrFmzsHfvXvz555/8F0BpNm/eDA8PjxJ9Mzw8PGBsbKzWxJycnIzr16/D09NTZ3Gpkpo7d+7g5MmTsLa2rnC/N27cQEFBARwcHCoVV3kKCgpQUFAAAwP1t4uhoSGUL5o/dXGtKoMxxvdJKI0urxNQlGg5ODjg6dOnOH78OEaOHMknN69em/z8fERGRurs2gwYMACxsbEl/oN88803ERMTA0NDwxLbpKWlISkpSWfXpjQmJibw8PAocRsnLCxM5+8bc3NzNG/enF/ee+89/PXXX2rXTCaT4aOPPsLx48fL3I+231PF4xKLxfw6S0tL2Nra4s6dO7hy5QpGjhwJQNjnryavdW0n5DOss+9AetxbczXRY7k6vP/++8zS0pJFRESw5ORkfnn27JlavYyMDGZmZsY2btxY6n6mT5/OHB0d2cmTJ1l0dDTr378/a9++PSssLNRJXAUFBczX15c5OjqymJgYtTp5eXmMMcbu3r3LPvvsM3b58mWWkJDADh8+zFq2bMk6duxY6biysrLY1atX2dWrVxkAFhISwq5evco/ieXl5cXatGnDwsPDWXx8PNu6dSszNTVlGzZs0Nm1Ki+m7OxstmjRInb+/Hl27949FhUVxaZOncpEIhH/9IgurlNZjh07xo4ePcri4+PZiRMnWPv27VnXrl1Zfn4+Y4yxzz//nFlaWrK9e/ey2NhYNmHCBObg4MAyMzO1Gkd5Xn2aJysri82bN4+dO3eOJSQksPDwcNajRw/WuHHjao2JMcZ2797NjI2N2ebNm9nNmzdZQEAAk0gk7N69e9UaR2mKPxVVne+pV/36668sPDyc/fPPP2z//v1MLpez0aNHq9UR8vnT52td0yr6DhTyGdbmd6DqqagBjfzYIOtpFS4DGvnRU1Ev1NnEBkWTa5RYtm7dqlbv+++/Z2KxmKWnp5e6n9zcXDZr1ixmZWXFxGIxGz58OLt//77O4kpISCizTnh4OGOMsfv377M+ffowKysrZmJiwpo1a8Y++OADlpaWVum4wsPDSz2mn58fY4yx5ORkNmXKFCaTyZipqSlr0aIF++qrr5hSqeT3oe1rVV5Mubm57LXXXmMymYyZmJgwBwcH5uvryy5dusRvr4vrVJY9e/awpk2bMhMTEyaVStnMmTPV3lNKpZItW7aMSaVSJhKJWJ8+fVhsbKzW4yjPq4nNs2fPmI+PD7O1tWXGxsbM2dmZ+fn5Ven3VRXffvstk8vlzMTEhHXq1Knc4Q+qU/HEpjrfU69at24dc3R05H9XS5Ys4f/QURH6+dPXa13TKvoOFPIZ1uZ3IJ/YNJzMBjV6t8JlQMPJlNi8wDFGN+YIIYQQfZKZmQlLS0sMsJwEI86kwvqFLB+nMnYiIyOjwj6ZdV29eCqKEEIIqZWUSoCjSTA1QYkNIYQQoq/4HgxC6hGAEhtCCCFEbzGlEkxAiw2jFhseJTaEEEKIvqIWG41RYkMIIYToKyUDOEpsNEGJDSGEEKKvGIOguaIoseHV2ZGHCSGEkNqOKZngpTI2bNgAFxcXmJqawsPDA2fOnNHyGVQ/SmwI0ZGIiAhwHAeO4zBq1ChB20yZMoXfZv/+/TqNjxB9pvocNGzYsEr7qcznUK8wpfBFQ3v27EFAQAAWL16Mq1evonfv3hgyZAju37+vgxOpPpTYEKJjcXFx2LZtG/86Ozsb48ePh4ODA8aPH4+cnBx+3bp165CcnFwDURJSOa8m468ugwcPLlHXxcUFx44d45ON9PT0cve9detW3L59m3999epVdOzYEQ0aNICvr6/ahJOFhYXo1KkTLl++rLYPT09PJCcnY+zYsVU70RqiyxabkJAQTJ06Fe+++y5atWqFtWvXwsnJCRs3btTBmVQfSmwI0TE7Ozu1vzrXrl2LBg0a4MSJEzAzM8PatWv5dZaWlvxMwoTUFoMHD0ZycrLa8ssvv6jV+euvv5CWloZ+/foJ3m/Dhg1hZ2fHv3733XfRv39/REdHIz09HUFBQfy6L7/8Er169UKXLl3U9mFiYgKpVKo2mWhtUsjyUKgUsLCiyX8zMzPVlrImBc7Pz0dUVBR8fHzUyn18fHDu3Dmdn5cuUedhQgTIyMjArFmz0L17d/zzzz/48ccf0b17d2zevBlOTk4a7Ss9PR1ubm5o27YtWrZsiSdPnugoakKqh0gkqjAhP3DgAAYNGgSRSFTp49y6dQs///wz3NzcMGHCBBw6dAgAEB8fjy1btiAqKqrS+9Y3qoTsbMoRwds0aNCgxPfRsmXLEBgYWKLukydPoFAoYG9vr1Zub2+PlJSUSsWsLyixIUSAmTNn4vz585g/fz5mz56N7777Dr/++iuGDRuGa9eugeM4wfuaNWsWBgwYgMWLF6N58+Y4efKkDiMnRD8cPHgQH374YZX20b59e4SFhaF58+Y4deoU2rVrBwCYPn061qxZA3Nzc22EqhdMTU2RkJCA/Px8wdswxkp8F1WUSBavX9o+ahu6FUVIBTIyMrBr1y6sWrUKDRs2BGMMXbt2xVdffYXY2NgS9/Qr0qRJE9y5cwdJSUm4efMmGjdurKPICakehw4dQoMGDdSWFStW8OsfPnyIa9euYejQoVU6zo8//ojffvsNzZo1g4mJCRYtWoQdO3bAzMwMXbp0waBBg9C8eXMsWbKkqqekF0xNTWFhYSF4sbS0LFFWVmJjY2MDQ0PDEq0zqampJVpxahtqsSGkAvHx8WCMwdPTE0rlyycP2rZtC2NjY8THx6Nr164a7dPAwID60pA6o1+/fiU6nFpZWfE/Hzx4ED179lQrq4w2bdogMjKSf52WlobAwECcPn0as2fPRs+ePbF371506dIF3bp1w4gRI6p0vLrMxMQEHh4eCAsLw2uvvcaXh4WFYeTIkTUYWdVRYkNIBQwNDUstZ4xBqVTWqeZvQipDIpGgefPmZa4/ePCgTv6znDNnDgICAuDo6IiIiAisXLkSEokEw4YNQ0REBCU2FZg7dy4mTZqEzp07o0ePHti0aRPu37+P6dOn13RoVUKJDSEVUDV7X7x4Ue2Ji5iYGCgUCrRq1aoGoyNEv2VnZyM8PBzffvutVvd76tQp/P333/xQCgqFAgUFBQDA/0vKN27cOKSlpWH58uVITk6Gu7s7jhw5ArlcXtOhVQn1sSGkAhKJBO+99x4WLVqE6OhoAEBsbCzeffddvP7662jatGkNR0hIzcrLy0NKSoraonra79ixY3B1ddXq5yQ3NxczZ87Epk2bYGBQ9N9Yz5498e233+LatWv4/fff0bNnT60dry6bMWMG7t27h7y8PERFRaFPnz41HVKVUYsNIQKsWbMGz549w+TJkwEA/v7+GDZsGDZt2lTDkRFS844dOwYHBwe1shYtWuDvv//GgQMHStyGUvVVMzKq3H9By5cvx/Dhw9GhQwe+bP369Zg4cSL69OmDiRMnYsyYMZXaN6n9KLEhRACxWIzNmzdj6dKlcHFxwblz59S+VAmpr7Zt26Y2svarFAoFjhw5gqNHj6qVp6amQiKRoEGDBpU6ZnBwcImy5s2b49KlS5XaH6lb6FYUITrm6OiICRMmCKo7ffr0Sn/ZE6Jv0tLSMGfOHL5vWl5eHm7evInQ0FB4e3tXuP2ECRPg6OhYpRjOnDmDBg0a4Oeff67SfkjtwTFGc50TItS9e/fg4uKCq1evVthik5ubi4cPHwIoGhFUyOPdqampyMzMBAA4ODhAIpFUOWZC9MX+/fsxadIkeHp64ocffoCzs3OZde/evQug6KlEFxeXSh+zMp9DUrtRYkMIIYSQOoNuRRFCCCGkzqDEhhBCCCF1BiU2hBBCCKkzKLEhhBBCSJ1BiQ0hhBBC6gxKbAghhBBSZ1BiQwghhJA6gxIbQgghhNQZlNgQQgghpM74f7KND0TTsdyQAAAAAElFTkSuQmCC",
      "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": [
      "13.45206496201461 3.8241063101394044\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": [
      "10.539619188306256 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": [
      "43.733622848137045 0.78821191095463\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": [
      "2.575095350710654 0.007879090332566221\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": [
      "3.9597747991094905 1.5778518104309833\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": [
      "1.2843155308881697 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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zGrxOfHx8k8Zg+vjjj/Hx8WHixImNPqZaQ8lHcnIyAPv27bPouVhRUcGvv/7KnXfe2eRrVvP19TUnq5dddhkjRoyge/fuTJ06leuvv55WrVrVe/zIkSPZuHFjg9eZNGmSebwze+jRowdQ9R6NHTvWYtu+ffvM24UQjeM0vQih7l/0I0eOpLCwkK+//tpi/aeffmreXpchQ4YQHBzMhx9+WOevyM6dO5OYmMjevXvp379/rYu9q0EvjiUqKqpG78X09HQ2b97c4PFXXXUVAJ9//rnF+u3bt3Po0KF636v6XFrS1lT+/v6MGDGC3bt307Nnz1rf49pKeapVV9t98MEHde5TndxcWnX1z3/+s9b9//jHP1JaWsq///1vFixYwODBgy3Gcxs6dCghISEcPHiwzs9FSw130BTjx4/Hw8ODzz77zGL9xx9/TGRkJCNGjKj3+AcffJDt27c3uHz77beNjikrK4uVK1dy88031/vvfKmFCxcCNDh0w8CBA4mOjq6RoHzxxRcUFhbW+cOpOcLCwvj73//O6dOn6yyNvdg///nPRr2f9h5jrm3btgwYMIDPP/+cyspK8/qtW7eSkpJi0/dIuK+5c+dy2WWXERgYSEREBDfffDMpKSkW+yilmDlzJjExMfj5+TF8+HDzD8D6fPnll3Tr1s3cu17vnq+6lWDt27ePL774osb6yy67jPj4+FqPSU5OZtmyZXzwwQf069fPXB15zz338N577zFp0iSOHTtGcnIyP/30E3PmzGHs2LFcffXVdcbRqlUr/vGPf3D//fdz9dVX88ADDxAZGcnhw4fZu3cv7777LlD1EBwzZgzXXHMNkydPpm3btpw7d45Dhw6xa9euGu1Z7MXDw4NZs2bx0EMPceutt3LvvfeSm5vLrFmziI6ObvCXfOfOnXnwwQd555138PDwYMyYMRw7dowXX3yR2NhYnnzyyWbFVV1C8MorrzBmzBg8PT3p2bNnkxKMt956i8svv5wrrriCRx55hPbt21NQUMDhw4f59ttv6x0+4IorrmDixInMnj2b06dPc/3112MwGNi9ezf+/v48/vjjDBkyhNatW/Pwww/z0ksv4e3tzaJFi9i7d2+t5+zSpQuDBw9m7ty5ZGRk1Bg0slWrVrzzzjtMmjSJc+fOceuttxIREcGZM2fYu3cvZ86cqTfh00v79u3585//zPTp0yktLaVfv34sX76cTz/9lEWLFjX4bxYTE0NMTIxNY1q4cCEVFRW1jn0F8OOPP/Lyyy9zyy230KFDB0pLS/nuu+/46KOPuOqqq7jhhhvM+x4/fpyOHTsyadIkPv74Y6CqRPLVV19l4sSJPPTQQ9x5552kpqby9NNPM2rUqBqjwWuaxrBhw5o8jlS1e+65hzfeeIPXX3+dKVOmEBQUVOe+tiz9PnPmjLk0bN++fUBV+8Q2bdrQpk0bi5JbLy8vhg0bZjGkyCuvvMKoUaO47bbbePTRR8nOzubZZ5+lR48eNYa4EKI5Nm7cyJQpU7jsssuoqKjg+eefZ/To0Rw8eNDcnOLVV1/ljTfeYMGCBSQlJTF79mxGjRpFSkpKnYUZW7Zs4fbbb+dvf/sbt9xyC1999RUTJkzgp59+YuDAgS15i7+zZYv56mEa6lPdW66u5eIhDy517tw5deutt6qQkBClaZpFr7WcnBz18MMPq+joaOXl5aXi4+PVjBkzzEMFNGTlypVq2LBhKiAgQPn7+6tu3bqpV155xWKfvXv3qgkTJqiIiAjl7e2toqKi1FVXXWXRW8jaXoS19a4E1EsvvWSx7qOPPlKdOnVSPj4+KikpSX3yySfqpptuUn369GnwXisrK9Urr7yikpKSlLe3twoPD1d/+MMfagzD0JRehEajUd1///2qTZs25n+b6t5LgJoyZUqNY+Lj42v0jEpLS1P33nuvatu2rfL29lZt2rRRQ4YMUbNnz27Ufb355puqR48eysfHRwUHB6vBgwebe/0ppdTmzZvV4MGDlb+/v2rTpo26//771a5du+r87H300UcKUH5+fjV6N1bbuHGjuu6661RoaKjy9vZWbdu2Vdddd536z3/+Y96nvvcyPj5eXXfddTXWX/oZsaXKykr16quvqvbt2ysfHx/Vo0cPc09VPSQlJan27dvX2ZM3NTVVjR07VrVt21YZDAbl6+urkpOT1csvv1zjb7z6b6m2XneLFy9WPXv2VD4+PioqKkr96U9/UgUFBRb7FBQUKEDdcccdDcZd1zANSim1YsUKBahZs2Y1eB5bqX7+1LZc+lmqbZ1SSq1evVoNGjRI+fr6qtDQUHXPPfeo06dPt8wNCLeTnZ1tMSSNyWRSUVFR6u9//7t5n9LSUhUcHFxvz9wJEyaoa6+91mLdNddc06i/Y3vRlGpE60rh8HJzc0lKSuLmm29u8ek5hHAlK1eu5Prrr2fv3r3mklkhhH0cPnyYxMREczu/o0eP0rFjR3bt2mXRHvSmm24iJCTE3CzgUnFxcTz55JMWtTBvvvkm8+bNs1vnrYa4RCN3d5OVlcXLL7/MiBEjCAsL4/jx47z55psUFBTwxBNP6B2eEE5t/fr13HHHHZJcCZdXWlpqk0nJ1SUdzKCqrWtDQ7UopZg2bRqXX365uRNFdWetSzsIRUZG1psoZWVl1XpMYzp/2YskWE7IYDBw7NgxHn30Uc6dO4e/vz+DBg3iww8/pHv37nqHJ4RTe+211/QOQQi7Ky0tJSG+FVnZlQ3v3IBWrVpRWFhose6ll15qsGPGY489xi+//MJPP/1UY9ulCVttSZwtjrEnSbCcUOvWrZvUQ0sIIYS4WFlZGVnZlaTtjCcosPkDCuQXmEjod5yMjAyLzhwNlV49/vjjfPPNN2zatMliyKDqsQwvHXInOzu71vEfLz7u0tKqho6xN6capsEe7NllVAghhHBkAa2sXwCCgoIslroSLKUUjz32GMuWLWPdunU1xjdMSEggKiqKNWvWmNeVlZWxceNGhgwZUud9DB482OIYgNWrV9d7jL25fYJV3WV069atrFmzhoqKCkaPHk1RUZF5n+ouo++++y7bt28nKiqKUaNGNWp6CyGEEEJUmTJlCp9//jmLFy8mMDCQrKwssrKyzGMoaprG1KlTmTNnDl999RX79+9n8uTJ+Pv7c9ddd5nPc8899zBjxgzz6yeeeILVq1fzyiuv8Ouvv/LKK6+wdu1apk6d2tK3aCa9CC9x5swZIiIi2LhxI1deeSVKKWJiYpg6dap5Cg+j0UhkZCSvvPJKo+cbE0IIIRxFfn4+wcHBZKXEWV1FGNU5nby8vHrHe6tWV5uo+fPnm+fIVUoxa9Ys/vnPf3L+/HkGDhzIe++9ZzGbwPDhw2nfvr3F4MFffPEFL7zwgrkn4ssvv6zrALmSYF3CFl1GjUYjRqPR/NpkMnHu3DnCwsIcYqoUIdyVUoqCggJiYmLsPrefEI6sOsE6ldLO6gQrpvOJRidY7kQauV/EVl1G586d26i52oQQ+sjIyKh3gnchhLCWJFgXsVWX0RkzZjBt2jTz67y8POLi4mr0shBCtKz8/HxiY2NbbO5QIRxdpVJUWlGRZc2xrk4SrAts2WW0rgHWqntXCCH0JVX1QlQxoTDR/CTJmmNdnds3QrBXl1EhhBBCuC+3L8GaMmUKixcvZvny5eYuowDBwcH4+flZdBlNTEwkMTGROXPm1OgyKoQQQjgbE4pKKcGyC7dPsD744AOgqsvnxS7uMvr0009TUlLCo48+au4yunr1amnHIYQQwqlJFaH9uH2C1ZhRKjRNY+bMmQ3OqySEEEIIAZJgCSGEEG5LehHajyRYQgghhJsyXVisOV7UThIsIYQQwk1VWtnI3ZpjXZ3bD9MghBBCCGFrUoIlhBBCuKlKVbVYc7yonSRYQgghhJuSNlj2I1WEQgghhBA2JiVYQgghhJsyoVFJ8+fmNFlxrKuTBEsIIYRwUyZVtVhzvKidVBEKIYQQQtiYlGAJIYQQbqrSyipCa451dZJgCSGEEG5KEiz7kSpCIYQQQggbkxIsIYQQwk2ZlIZJWdGL0IpjXZ0kWEIIIYSbkipC+5EESwghhHBTlXhQaUVroUobxuJqpA2WEEIIIYSNSQmWEEII4aaUlW2wlLTBqpMkWEIIIYSbkjZY9iNVhEIIIYQQNiYlWEIIIYSbqlQeVCorGrnLXIR1kgRLCCGEcFMmNExWVGaZkAyrLk6TYI0bN67Jx3z44YdERETYIRohhBBCiLo5TYL19ddfM2HCBPz8/Bq1/+LFiyksLJQESwghhKiDNHK3H6dJsADefvvtRidMX3zxhZ2jEUIIIZyb9W2wpIqwLk7Ti3D9+vWEhoY2ev/vvvuOtm3b2jEiIYQQQojaOU0J1rBhw5q0/+WXX26nSIQQQgjXUNXI3YrJnqWKsE5Ok2DVZcWKFWzYsIHKykqGDh3K+PHj9Q5JCCGEcAomK+cilF6EdXOaKsLavPjiizz99NNomoZSiieffJLHHntM77CEEEIIp1DdBsuaRdTOqd6ZnTt3WrxeunQpO3bs4NVXX+XNN9/k22+/ZdGiRTpFJ4QQQoiGbNq0iRtuuIGYmBg0TePrr7+22K5pWq3La6+9Vuc5FyxYUOsxpaWldr6bujlVgvXggw8ydepUiouLAejQoQNvvPEGKSkp7Nu3jw8++ICkpCSdoxRCCCGcgwkPq5emKioqolevXrz77ru1bs/MzLRYPvnkEzRNa7AJUFBQUI1jfX19mxyfrThVG6xt27bx2muv0bdvX1577TU++eQTHn/8cd544w0qKyu5/PLLWbx4sd5hCiGEEE6hUmlUKivGwWrGsWPGjGHMmDF1bo+KirJ4vXz5ckaMGEGHDh3qPa+maTWO1ZNTJVienp48++yzTJgwgUceeYSAgADeffddYmJi9A5NCCGEcFv5+fkWrw0GAwaDwerznj59mhUrVrBw4cIG9y0sLCQ+Pp7Kykp69+7N3/72N/r06WN1DM3lVFWE1Tp06MD333/PzTffzJVXXsl7772nd0hCCCGE06m80IvQmgUgNjaW4OBg8zJ37lybxLdw4UICAwMbnC6vS5cuLFiwgG+++YZ///vf+Pr6MnToUFJTU20SR3M4VQlWXl4ec+bM4eDBg/Tq1Ytnn32W6667jmnTpvHZZ5/xr3/9i+TkZL3DFEIIIZyCSXlgsqInoOnCSO4ZGRkEBQWZ19ui9Argk08+4e67726wLdWgQYMYNGiQ+fXQoUPp27cv77zzDm+//bZNYmkqpyrBmjRpElu3buW6664jJSWFRx55hLCwMBYuXMjLL7/MhAkTeOaZZ/QOUwghhHArQUFBFostEqwff/yRlJQU7r///iYf6+HhwWWXXSYlWI31ww8/sHv3bjp16sQDDzxAp06dzNtGjhzJrl27+Nvf/qZjhEIIIYTzuLiar3nH22+g0Y8//ph+/frRq1evJh+rlGLPnj261mo5VYKVmJjIRx99xP3338+aNWuIj4+32O7n58ecOXN0ik4IIYRwLiaa1xPw4uObqrCwkMOHD5tfp6WlsWfPHkJDQ4mLiwOqGs3/5z//4R//+Eet57jnnnto27atua3XrFmzGDRoEImJieTn5/P222+zZ88eXdtoO1WC9cknn3D//ffz3nvv0bt3b/7v//5P75CEEEIIp9XcsawuPr6pduzYwYgRI8yvp02bBlQ1A1qwYAEAS5YsQSnFnXfeWes50tPT8fD4/dq5ubk8+OCDZGVlERwcTJ8+fdi0aRMDBgxocny2oiml3HoioU2bNvHaa6+xc+dOMjMz+eqrr7j55pvN25VSzJo1i48++ojz588zcOBA3nvvPbp3797oa+Tn5xMcHExeXp5FI0AhRMuSv0UhqlT/LXyw6zL8WjW/rKWksIJH+m6Xv6laOFUjd3toaETZV199lTfeeIN3332X7du3ExUVxahRoygoKGjhSIUQQgjbkrkI7cdp3pnQ0FDOnj3b6P3j4uI4fvx4g/uNGTOG2bNn1zrGhlKKefPm8fzzzzNu3Dh69OjBwoULKS4ulhHjhRBCOD0TmtWLqJ3TtMHKzc3lu+++Izg4uFH75+TkUFlZadU109LSyMrKYvTo0eZ1BoOBYcOGsXnzZh566KFajzMajRiNRvPrS0e4FUIIIYRrc5oEC6oawLWkrKwsACIjIy3WR0ZG1ls6NnfuXGbNmmXX2IQQQghrWVvNJ1WEdXOad8ZkMjV5aWhiyMbSNMsiUKVUjXUXmzFjBnl5eeYlIyPDJnEIIYQQtmSrqXJETU5VgtXSqmflzsrKIjo62rw+Ozu7RqnWxWw1yaUQQgghnJOknvVISEggKiqKNWvWmNeVlZWxceNGhgwZomNkQgghhPVMSrN6EbVz+xKshkaUnTp1KnPmzCExMZHExETmzJmDv78/d911l45RCyGEENYzWVnNZ80gpa7O7ROshkaUffrppykpKeHRRx81DzS6evVqAgMD9QpZCCGEEA7O7ROs4cOHU99g9pqmMXPmTGbOnNlyQQkhhBAtwKQ8MFnRE9CaY12dUyVYjRlPysvLC39//xaIRgghhHBulWhUWjFYqDXHujqnSrBCQkLqHR6hWkBAAKNGjeKtt96iXbt2LRCZEEII4XykBMt+nCrBWr9+fYP7mEwmTp8+zXvvvceDDz7IypUrWyAyIYQQQojfOVWCZTQaGTFiBN7e3g3u27NnTwYNGtQCUQkhhBDOqRLrqvmsm5DOtTlV2d7DDz9MmzZtuP3221m8eDG5ubl17tupUyc+++yzlgtOCCGEcDLVVYTWLKJ2TvXOHD16lE2bNpGcnMy8efOIiopi5MiRvP322xw7dsxiXx8fH2666SZ9AhVCCCGEW3OqBAuqqv5eeOEFtm3bxtGjR7nttttYtWoVXbt2pVevXvzlL39hx44deocphBBCOLzqyZ6tWUTtnPqdiYmJ4eGHH2blypWcPXuWv/zlLxw7doxrr72WOXPm6B2eEEII4dAUGiYrFiXDNNTJqRq51ycgIIDx48czfvx4TCYTOTk5eockhBBCCDflVCVYY8eOJS8vz/z65ZdftmjonpOTQ7du3fDw8KBNmzY6RCiEEEI4D6kitB+neme+//57jEaj+fUrr7zCuXPnzK8rKipISUnRIzQhhBDC6ZiUZvUiaudUCdalcwbWN4egEEIIIYReXKYNlhBCCCGaphIPKq0oa7HmWFfnVAmWpmk15iJszNyEQgghhKjJ2mo+qSKsm1MlWEopJk+ejMFgAKC0tJSHH36YgIAAAIv2WUIIIYSonwkPTFaUQllzrKtzqgRr0qRJFq//8Ic/1NjnnnvuaalwhBBCCCFq5VQJ1vz58/UOQQghhHAZlUqj0opqPmuOdXVOlWAJIYQQwnakDZb9SOWpEEIIIYSNSQmWEEII4aaU8sBkxWjsSkZyr5MkWEIIIYSbqkSj0ooJm6051tVJ6imEEEIIYWNSgiWEEEK4KZOyrqG6SWasq5MkWEIIIYSbMlnZBsuaY12dvDNCCCGEEDYmCZYQQgjhpkxoVi9NtWnTJm644QZiYmLQNI2vv/7aYvvkyZPNcw9XL4MGDWrwvF9++SXdunXDYDDQrVs3vvrqqybHZkuSYAkhhBBuqnokd2uWpioqKqJXr168++67de5z7bXXkpmZaV5WrlxZ7zm3bNnC7bffzsSJE9m7dy8TJ05kwoQJ/Pzzz02Oz1akDZYQQgjhpvRogzVmzBjGjBlT7z4Gg4GoqKhGn3PevHmMGjWKGTNmADBjxgw2btzIvHnz+Pe//93kGG1BSrCEEEIIYZX8/HyLxWg0WnW+DRs2EBERQVJSEg888ADZ2dn17r9lyxZGjx5tse6aa65h8+bNVsVhDUmwhBBCCDdlQjPPR9is5UIbrNjYWIKDg83L3Llzmx3TmDFjWLRoEevWreMf//gH27dv56qrrqo3acvKyiIyMtJiXWRkJFlZWc2Ow1pSRSiEEEK4KdXMhuoXHw+QkZFBUFCQeb3BYGj2OW+//Xbzf/fo0YP+/fsTHx/PihUrGDduXJ3HaZrlfSilaqxrSZJgCSGEEMIqQUFBFgmWLUVHRxMfH09qamqd+0RFRdUorcrOzq5RqtWSpIpQCCGEcFNWVQ9eWOwtJyeHjIwMoqOj69xn8ODBrFmzxmLd6tWrGTJkiL3Dq5OUYAkhhBBuSo9ehIWFhRw+fNj8Oi0tjT179hAaGkpoaCgzZ85k/PjxREdHc+zYMZ577jnCw8O55ZZbzMfcc889tG3b1tzW64knnuDKK6/klVde4aabbmL58uWsXbuWn376qdn3Zi1JsIQQQgjRYnbs2MGIESPMr6dNmwbApEmT+OCDD9i3bx+ffvopubm5REdHM2LECJYuXUpgYKD5mPT0dDw8fk/uhgwZwpIlS3jhhRd48cUX6dixI0uXLmXgwIEtd2OX0JRSMlWjneXn5xMcHExeXp7d6qiFEA2Tv0UhqlT/Ldy0+l68A3yafZ7yojKWj/5E/qZqISVYQgghhJtq7nQ3Fx8vaieN3IUQQgghbExKsIQQQgg3ZW1PwJboReispASrkd5//30SEhLw9fWlX79+/Pjjj3qHJIQQQljFGYZpcFaSYDXC0qVLmTp1Ks8//zy7d+/miiuuYMyYMaSnp+sdmhBCCNFskmDZj1QRNsIbb7zBfffdx/333w9Uzdr9/fff88EHHzRpvqXisgq8yirsFaYQogHF8vcnhGghkmA1oKysjJ07d/Lss89arB89enSds3QbjUaLSSnz8vIA6P+Xb/Ew+NsvWCFEvUzGYqBqjjIhhLTBsidJsBpw9uxZKisrmzRL99y5c5k1a1aN9Sc/mGyPEIUQTZSTk0NwcLDeYQihO4V1Qy3IT5W6SYLVSE2ZpXvGjBnmkWkBcnNziY+PJz09vcUe6vn5+cTGxtaY4Vyu5zzXdPXr6XHNvLw84uLiCA0Ntfu1hBDuTRKsBoSHh+Pp6dmkWboNBgMGg6HG+uDg4BYf6daeM5y74/X0uKarX0+Pa148xYYQ7kyqCO1HnjIN8PHxoV+/fjVm6V6zZo2us3QLIYQQ1pJehPYjJViNMG3aNCZOnEj//v0ZPHgwH330Eenp6Tz88MN6hyaEEEIIByQJViPcfvvt5OTk8Ne//pXMzEx69OjBypUriY+Pb9TxBoOBl156qdZqQ3tp6Wu6+vX0uKarX0+Pa+pxj0I4MqkitB9NSX9lIYQQwq3k5+cTHBzM5d9MwSug+T84KoqM/HTje+Tl5bV4201HJ22whBBCCCFsTKoIhRBCCDellIayoprPmmNdnSRYQgghhJsyoVk10Kg1x7o6SbCEEEIINyWN3O1H2mBZadmyZVxzzTWEh4ejaRp79uypsY/RaOTxxx8nPDycgIAAbrzxRk6cOGGxz/nz55k4cSLBwcEEBwczceJEcnNzGxWDpmm1Lq+99pp5n+HDh9fYfscddzTrnidPnlzjXIMGDWryPTdWeXk5zzzzDMnJyQQEBBATE8M999zDqVOnLPaz5T1e6v333ychIQFfX1/69evHjz/+aJPzzp07l8suu4zAwEAiIiK4+eabSUlJsdinMe93Y82cObPGuaKioszblVLMnDmTmJgY/Pz8GD58OAcOHLDqHtu3b1/r53PKlCk2ub9NmzZxww03EBMTg6ZpfP311xbbG3NPtvy8CiEESIJltaKiIoYOHcrf//73OveZOnUqX331FUuWLOGnn36isLCQ66+/nsrKSvM+d911F3v27GHVqlWsWrWKPXv2MHHixEbFkJmZabF88sknaJrG+PHjLfZ74IEHLPb75z//2bybBq699lqLc61cubLJ99xYxcXF7Nq1ixdffJFdu3axbNkyfvvtN2688cYa+9ryHqstXbqUqVOn8vzzz7N7926uuOIKxowZQ3p6utXn3rhxI1OmTGHr1q2sWbOGiooKRo8eTVFRkcV+Db3fTdG9e3eLc+3bt8+87dVXX+WNN97g3XffZfv27URFRTFq1CgKCgqafb3t27dbXK960N7bbrvNJvdXVFREr169ePfdd2vd3ph7suXnVQhnUt0Gy5pF1EEJm0hLS1OA2r17t8X63Nxc5e3trZYsWWJed/LkSeXh4aFWrVqllFLq4MGDClBbt24177NlyxYFqF9//bXJsdx0003qqquuslg3bNgw9cQTTzT5XLWZNGmSuummm+rc3ph7tta2bdsUoI4fP25eZ8t7vNiAAQPUww8/bLGuS5cu6tlnn7X5tbKzsxWgNm7caF7X0PvdFC+99JLq1atXrdtMJpOKiopSf//7383rSktLVXBwsPrwww9tcn2llHriiSdUx44dlclkUkrZ9v4A9dVXX5lfN+aeWuLzKoSjycvLU4Dqv2yqGvT9M81e+i+bqgCVl5en9y05HCnBsrOdO3dSXl7O6NGjzetiYmLo0aMHmzdvBmDLli0EBwczcOBA8z6DBg0iODjYvE9jnT59mhUrVnDffffV2LZo0SLCw8Pp3r0706dPt6pUYsOGDURERJCUlMQDDzxAdna2eVtj7tlaeXl5aJpGSEiIxXpb3iNAWVkZO3futLgXgNGjR9vsXi6Wl5cHUGMy4vre76ZKTU0lJiaGhIQE7rjjDo4ePQpAWloaWVlZFvdqMBgYNmyYze61rKyMzz//nHvvvddisnRb3t/FGnNPLfF5FUK4H2nkbmdZWVn4+PjQunVri/WRkZHmCaSzsrKIiIiocWxERESNSaYbsnDhQgIDAxk3bpzF+rvvvpuEhASioqLYv38/M2bMYO/evTXmWGyMMWPGcNtttxEfH09aWhovvvgiV111FTt37sRgMDTqnq1RWlrKs88+y1133WUxsJ0t77Ha2bNnqaysrDGxt63u5WJKKaZNm8bll19Ojx49zOsber+bYuDAgXz66ackJSVx+vRpZs+ezZAhQzhw4ID5fmq71+PHj1t/g8DXX39Nbm4ukydPNq+z5f1dqjH3ZO/PqxCOTIZpsB9JsJpg0aJFPPTQQ+bX3333HVdccUWzzqWUsvgFf/F/17VPY2L45JNPuPvuu/H19bU47oEHHjD/d48ePUhMTKR///7s2rWLvn371hlnbde7/fbbLc7Vv39/4uPjWbFiRY3ErqH7aew1q++xvLycO+64A5PJxPvvv2+Te2yMS+Nu7L00xWOPPcYvv/zCTz/9ZLG+ue93bcaMGWP+7+TkZAYPHkzHjh1ZuHChuWG5Pe/1448/ZsyYMcTExJjX2fL+6tKce7LHv7EQjkZZ2YtQEqy6SYLVBDfeeKNFNV7btm0bPCYqKoqysjLOnz9v8Qs5OzubIUOGmPc5ffp0jWPPnDlT45d3fTH8+OOPpKSksHTp0gbj6tu3L97e3qSmptabfDTmnqOjo4mPjyc1NdV8Pw3dc33qumZ5eTkTJkwgLS2NdevWNTgtQ2PvsT7h4eF4enrWKMnIzs6u8W9jjccff5xvvvmGTZs20a5du3r3vfT9tkZAQADJycmkpqZy8803A1UlOtHR0eZ9bHWvx48fZ+3atSxbtqze/Wx5f9U9JOu7J2s/r0IIURtpg9UEgYGBdOrUybz4+fk1eEy/fv3w9va2qKbKzMxk//795of34MGDycvLY9u2beZ9fv75Z/Ly8mo84OuL4eOPP6Zfv3706tWrwbgOHDhAeXm5xZdOc+85JyeHjIwM87kac89NvWZ1cpWamsratWsJCwuz2T3Wx8fHh379+tWoZlyzZo1NvnyVUjz22GMsW7aMdevWkZCQ0OAxl77f1jAajRw6dIjo6Ghz9erF91pWVsbGjRttcq/z588nIiKC6667rt79bHl/jbknaz+vQjgzBShlxaL3DTgwKcGy0rlz50hPTzePyVQ9hlFUVBRRUVEEBwdz33338dRTTxEWFkZoaCjTp08nOTmZq6++GoCuXbty7bXX8sADD5iHFXjwwQe5/vrr6dy5c6PiyM/P5z//+Q//+Mc/amw7cuQIixYtYuzYsYSHh3Pw4EGeeuop+vTpw9ChQ5t0v4WFhcycOZPx48cTHR3NsWPHeO655wgPD+eWW24BaNQ9N0VFRQW33noru3bt4r///S+VlZXmEqXQ0FB8fHxseo+XmjZtGhMnTqR///4MHjyYjz76iPT0dB5++GGrzgswZcoUFi9ezPLlywkMDDTfV3BwMH5+fo16v5ti+vTp3HDDDcTFxZGdnc3s2bPJz89n0qRJaJrG1KlTmTNnDomJiSQmJjJnzhz8/f256667rLpPk8nE/PnzmTRpEl5evz92bHF/hYWFHD582Pw6LS2NPXv2EBoaSlxcXIP3ZOvPqxDOxISGJiO524du/RddxPz58xUXfgRcvLz00kvmfUpKStRjjz2mQkNDlZ+fn7r++utVenq6xXlycnLU3XffrQIDA1VgYKC6++671fnz5xsdxz//+U/l5+encnNza2xLT09XV155pQoNDVU+Pj6qY8eO6k9/+pPKyclp8v0WFxer0aNHqzZt2ihvb28VFxenJk2aVON+GnPPjVU9BEZty/r1621+j7V57733VHx8vPLx8VF9+/a1GEbBGnXd1/z585VSjX+/G+v2229X0dHRytvbW8XExKhx48apAwcOmLebTCb10ksvqaioKGUwGNSVV16p9u3bZ/V9fv/99wpQKSkpFuttcX/r16+v9T2cNGlSo+/Jlp9XIZxB9TANvb54SvVd+Vyzl15fPCXDNNRBU0pJCZ8QQgjhRvLz8wkODqbnf6bj6d/83rqVxUZ+ue118vLyGmwX626kilAIIYRwUyaloclchHYhCZYQQgjhpqobq1tzvKid9CIUQgghhLAxKcESQggh3JSM5G4/Ll2CtWnTJm644QZiYmLQNI2vv/7aYrtSipkzZxITE4Ofnx/Dhw/nwIEDFvsYjUYef/xxwsPDCQgI4MYbb+TEiRMteBdCCEchzxThaqoTLGsWUTuXTrCKioro1asX7777bq3bX331Vd544w3effddtm/fTlRUFKNGjbKYIHjq1Kl89dVXLFmyhJ9++onCwkKuv/56KisrW+o2hBAOQp4pQojGcukEa8yYMcyePbvW+cyUUsybN4/nn3+ecePG0aNHDxYuXEhxcTGLFy8GIC8vj48//ph//OMfXH311fTp04fPP/+cffv2sXbt2pa+HSGEzuSZIlyN6cJchNYsTVVfSXB5eTnPPPMMycnJBAQEEBMTwz333GMezLsuCxYsQNO0GktpaWmT47MVt22DlZaWRlZWFqNHjzavMxgMDBs2jM2bN/PQQw+xc+dOysvLLfaJiYmhR48ebN68mWuuuabWcxuNRoxGo/m1yWTi3LlzhIWFyeSxQuhIKUVBQQExMTF4eNj296U8U4St2PNzWvNaLd+LsLok+I9//CPjx4+32FZcXMyuXbt48cUX6dWrF+fPn2fq1KnceOON7Nixo97zBgUFmWdTqebr69v0AG3EbROs6ilJLp3ENjIykuPHj5v38fHxsZgAtnqfSyf/vdjcuXOZNWuWjSMWQthKRkZGg5NqN5U8U4St2eNz6gjGjBnDmDFjat0WHBxcY+7Xd955hwEDBpCenk5cXFyd59U0zTzBuyNw2wSr2qW//pRSDf4ibGifGTNmMG3aNPPrvLw84uLiuJyxeOFtXcCihnLKyCOHXM6Sz3mKKMCEiSu53jzH1gF2cIaTAPhgwIA/Bnwx4IcBP9rRAY8LNealFGNC4YUnnnjhgScaGurC/3lcVLNeThnllFOBkXLKKKOMcoyUY6SSSpL4feLt3fxIHudqxO+BJ0GEkMxgPPG051vl9ioo5ydWEhgYaLdrtOQz5bejaUSGhVoXsHA4+fn5xMbG2vVzWq2qBMuaXoRV/5ufn2+x3mAwYDA0f4T4i+Xl5aFpGiEhIfXuV1hYSHx8PJWVlfTu3Zu//e1v9OnTxyYxNIfbJljVWW5WVhbR0dHm9dnZ2eZfoFFRUZSVlXH+/HmLX5zZ2dkMGTKkznPX9cHywhsvTRIsW8lQhzlJGoXk1dimoVFBOX5aAACJKpkkemLADw+t/iL3VgQ3OgYvvPFr5L7d1QCKyKeYQooppIg88snFRCWllGDQfi/KPqC2o1CEEUUYEfho+hVzu5QLXwb2qFbT45kSGBgk05O4sJao/rXVMA2xsbEW61966SVmzpxpTWgAlJaW8uyzz3LXXXfV+1nv0qULCxYsIDk5mfz8fN566y2GDh3K3r17SUxMtDqO5nDbBCshIYGoqCjWrFljznDLysrYuHEjr7zyCgD9+vXD29ubNWvWMGHCBAAyMzPZv38/r776qm6xuxulFIXkcYZTxJFoTlLLKTMnV/4E0ppwggkniBD8CbRIpPy1VrrEfjF/rRX+WMZhUiaKyKeM39vXKKU4SybllJFFOgCBKoQwIgklkhDCG0wSRcuTZ4pwZxkZGRYJkC1Kr8rLy7njjjswmUy8//779e47aNAgBg0aZH49dOhQ+vbtyzvvvMPbb79tdSzN4dIJVmFhIYcPHza/TktLY8+ePYSGhhIXF8fUqVOZM2cOiYmJJCYmMmfOHPz9/bnrrruAqrrg++67j6eeeoqwsDBCQ0OZPn06ycnJXH311XrdllswKRO5nOUMpzjDKUopBiCAICKpapMQSSwBBBFCuEXpjzPx0DwIJKTG+mQGkcNpcjhNIbkUXFiOkUIwYVzGiJYPVsgzRbgchblgt9nHQ1UDc1uWppaXlzNhwgTS0tJYt25dk8/t4eHBZZddRmpqqs1iaiqXTrB27NjBiBG/fxFVt2GYNGkSCxYs4Omnn6akpIRHH32U8+fPM3DgQFavXm1R7/3mm2/i5eXFhAkTKCkpYeTIkSxYsABPT2krYw8lqojjpHCaE5RTZl7vgSdhROLD77+KArRAArB/G4WWpmkaoUQQSgSJJGNUpZy7kGyd4zTh/F79VKEqOMw+ImlHCOHSo8zO5JkiXI0jjuRenVylpqayfv16wsLCmhGXYs+ePSQnJ9s8vsbSlJKpGu0tPz+f4OBghnOTtMGqxcUNfItVIZtZBYA3PoQTQxtiCCMCT82lfw80ilIKEyY8taov4yyVzn62AWDAjyhiaUsHh6gSdUQVqpwNLCcvL8+p2y5VP1Myz+QQFS6N3F1N9b+vPT+n1dfosPA5PP2bXwNQWVzK0UlzmhTrxSXBffr04Y033mDEiBGEhoYSExPD+PHj2bVrF//9738teuWGhobi4+MDwD333EPbtm2ZO3cuALNmzWLQoEEkJiaSn5/P22+/zWeffcb//vc/BgwY0Oz7s4Z8YwldKKXIIYuTHMMDjWSq6s79tVZ0UN0IJozWtJG2RpfQNM2ip6E/gcTQnmxOYqSE4/zGcX4jTEURS0fCiJJSLSGEQ6mvJHjmzJl88803APTu3dviuPXr1zN8+HAA0tPTLcYIy83N5cEHHyQrK4vg4GD69OnDpk2bdEuuQBIs0cIqVSVZHOc4qRRTNX2Ihka5KsNbq/pl0kHrpmeITiVIa003+tNF9eEsWZzk6IW2W1nkkMUQrsHfBatRhRA2Yu18gs04dvjw4dRXedaYirUNGzZYvH7zzTd58803mxyLPUmCJVpEuSrjBEfI4LC5x5wX3kQTT1sSzMmVaB4PzZMI2hJBW4pVISc4gpES/LXfk6sslU4I4fhq/jpGKoRwJHqM5O4uJMESLeIUxzjCAaCqrVAcibQlQdqk2YG/1spigFOAUlXMAbYDEKMSaE9n8xhhQgghbE8SLGEXZapqNPMArarRY1sSOMMp2tKBSNpJ26oWVkkFIYRznjOc5CinSCNGtac9XSTREsKNOWIvQlchCZawqUpVwXFSOU4K/gQyQF2Fpml4ad70Z7je4bmtAC2IfgzjvDrDUQ5eSLTSOMUxolV7OtFdRosXwh0prVntqCyOF7WSBEvYhEmZOEkaaRw0t7FSKMowYkC+uB1Fa60N/RhGrjrLUQ5yjmxOk0FHpGOBEELYkiRYwmo56jQp7KaYQgD8CKAj3YkkVoYIcFAhWjh9uZJcdZYSijFov8+omKdyCCJU/u2EcAPSyN1+JMESVjmnTrObHwHwwUACXWlLB2lj5SRCtHCLiXpyLvx7hhJBkupFK63xE18LIZyQrebKETVIgiWs0poIQggnkBA60l16BTq5EgrxwINzZPMza4lXSXSgGx6aTOMihBBNIQmWaJIClUsah+jGZXhpXmiaRl91pZRYuYh2WkdCVSSp/MIZTnGMFM6QSTfVn2BNpmQRwtVIL0L7kW9F0ShKKdLUIbbxA9mc5BiHzNskuXIt/loremlD6MlgfDBQRD7bWccx9aveoQkh7EFZsYg6SQmWaFCJKuIA28glB4AI2tKOTjpHJewtQmtLiAonhT2cJgM/ZAJpIVyNlGDZjyRYol5ZKp1D7KKSCjzxogt9iCJOepi5CR/NQDIDiVOdCNbCzOuLVSF+BMjnQAgh6iAJlqjTcfUbqfwCQDChdGcA/pqUYriji5MroyphB+sJJITuagA+mkHHyIQQVpFehHYjjWdEnaKINQ+90I/hklwJAArIpYJycjjNz6wlT+XoHZIQotk0GyyiNpJgCQuFKt/83wbNjyFcS0etuzRkF2bhWjSXcRX+tMJICTvYQLpKRcmIg0IIYeb235rt27dH07Qay5QpUwCYPHlyjW2DBg3SOWrbU0pxRO1nK6s5rU6Y18u4VqI2gVoIAxhJBO1QKH5jL/vYSqWq0Ds03ckzRTgVa3oQSk/Cerl9G6zt27dTWVlpfr1//35GjRrFbbfdZl537bXXMn/+fPNrHx+fFo3R3ipUOfvZxlkyASgkl0ja6RyVcHRemjfJaiAZhJPKXrI5iR8BJNJT79B0Jc8U4VSkDZbduH2C1aZNG4vXf//73+nYsSPDhg0zrzMYDERFRbV0aC2iWBWyl/9RRAEeeNCVfkRr8XqHJZyEpmnE0YkgFUIah+ggk0a7/TNFCFHF7asIL1ZWVsbnn3/Ovffea9H9fMOGDURERJCUlMQDDzxAdnZ2vecxGo3k5+dbLI4oX51nO+spogADfvRjuCRXollCtHD6aFfgqVX9ZlNKWbTnc1fu9kwRTkhp1i+iVm5fgnWxr7/+mtzcXCZPnmxeN2bMGG677Tbi4+NJS0vjxRdf5KqrrmLnzp0YDLV3T587dy6zZs1qoaibp1QVs5ONVFJBICH0ZigGzU/vsISLSONX0jhIV9WfGDdO2t3pmSKck1JVizXHO6tx48Y1+ZgPP/yQiIiIRu2rKen6Y3bNNdfg4+PDt99+W+c+mZmZxMfHs2TJkjr/cYxGI0aj0fw6Pz+f2NhYhnOTQzUaP6z2kcc5ejHEoeISzk0pxX62cZoMADqRTHuts85RValQ5WxgOXl5eQQFBdn9evZ+pmSeySEqXOaIdDX5+fkEBwfb9XNafY12787Cw8+32ecxlZRy4rGXWuxvypY8PDyYMGECfn6NK1xYvHgxhw4dokOHDo3aX0qwLjh+/Dhr165l2bJl9e4XHR1NfHw8qampde5jMBjq/CWqN5MymYdc6EgPFCY8NE+doxKuRNM0eqgB+OLPcVI4zD6UMpGgddU7tBblLs8U4eTcvJH722+/3egSqS+++KJJ55Y2WBfMnz+fiIgIrrvuunr3y8nJISMjg+jo6BaKzHbSVSq72ESlqurhpGmaJFfCLjRNI1FLpiPdATjCAY6qgzpH1bLc4ZkiXIAbt8Fav349oaGNLwH+7rvvaNu2baP3lwQLMJlMzJ8/n0mTJuHl9XuhXmFhIdOnT2fLli0cO3aMDRs2cMMNNxAeHs4tt9yiY8RNl64O8xt7yeWsuepGCHtL0LrSiR4AHOUgR9QBnSNqGe7wTBGuQVPWL85q2LBhFn+fDbn88subVJIsVYTA2rVrSU9P595777VY7+npyb59+/j000/Jzc0lOjqaESNGsHTpUgIDA3WKtulOqjR+Yw8ACXQlGvdtdCxaXnutC5ryIJVfMOAeHSlc/ZkihCtbsWIFGzZsoLKykqFDhzJ+/PhmnUcSLGD06NG1TvPh5+fH999/r0NEtpOlMjjETgDiSKQD3Sy6iwvREuK1JMJUJK20YL1DaRGu/EwRLsbN22Bd6sUXX2TZsmVcd911KKV48sknWb9+Pe+++26TzyUJlgs7o05xgG0AtKUDifSU5Ero5uLkqlyVcY5sIjWZMUAIXVnbjsqJ22AB7Ny5k379+plfL126lL1795p7Fk6ePJnhw4c3K8GSNlguqlJVcIidKBRRxNGFPpJcCYdQrsrYwQb2sdVi3kshhGhpDz74IFOnTqW4uBiADh068MYbb5CSksK+ffv44IMPSEpKata5JcFyUZ6aF725nBgS6EZ/Sa6Ew/DCmxDCATjANs6rMzpHJIQbc/PJnrdt20ZUVBR9+/bl22+/5ZNPPmHXrl0MGTKEK664ghMnTrB48eJmnVuqCF1YkNaabvRreEchWpCmaXRRfSijlDOcYi+b6a+Gu037LCEcipu3wfL09OTZZ59lwoQJPPLIIwQEBPDuu+8SExNj9bmlBMuFVKpK9qj/kavO6h2KEPXSNI0eDCSYMCooZzc/UaqK9Q5LCOGmOnTowPfff8/NN9/MlVdeyXvvvWf1OSXBchFKKQ6yg7Nk8gtbzYOJCuGoPDVPejMUfwIxUsIvbMEkn1shWpabVxHm5eXxzDPPcMMNN/DCCy8wbtw4fv75Z7Zt28agQYPYt29fs88tCZaLSOMQp8lAQ6MHA/CUEdqFE/DWfOjD5XjhjZFSSinROyQh3Isbj+QOMGnSJLZu3cp1111HSkoKjzzyCGFhYSxcuJCXX36ZCRMm8MwzzzTr3NIGywWcVic4StU0JF3oS6jWuHmVhHAEfloAvdXl+NMKH03m2xNCtJwffviB3bt306lTJx544AE6depk3jZy5Eh27drF3/72t2adW0qwnFyxKuQgO4CqgUTbagk6RyRE04VoYRbJlUmZdIxGCPfhzlPlACQmJvLRRx/x22+/8eGHHxIfbznTiZ+fH3PmzGnWuSXBcmImZWI/P1NJBSGE0YlkvUMSwmqn1DG2soYyZdQ7FCFcnw5tsDZt2sQNN9xATEwMmqbx9ddfW4akFDNnziQmJgY/Pz+GDx/OgQMNz2P65Zdf0q1bNwwGA926deOrr75q8JhPPvmEdevW0adPHxYvXswHH3zQ9BuqgyRYTsxEJb74440PPRiIhyb/nMK5VapKjvErxRSwn59rnW5GCOHcioqK6NWrV52jo7/66qu88cYbvPvuu2zfvp2oqChGjRpFQUFBnefcsmULt99+OxMnTmTv3r1MnDiRCRMm8PPPP9cbS+/evdmxYwdFRUX873//o2vXrlbd28XkG9mJeWneJDOIAYzEV/PXOxwhrOapedKTwXjgyTmyyeCI3iEJIWxszJgxzJ49m3HjxtXYppRi3rx5PP/884wbN44ePXqwcOFCiouL6x3wc968eYwaNYoZM2bQpUsXZsyYwciRI5k3b54d76R+kmA5oQpVYf5lr2kaflqAzhEJYTuttGAS6QnAYX6hSOXrHJEQrkvDyjZYF86Tn59vsRiNzaviT0tLIysri9GjR5vXGQwGhg0bxubNm+s8bsuWLRbHAFxzzTX1HhMaGsrZs40fNzIuLo7jx483en/pRehklFLs5X94Y6Cr6ou35qN3SELYXDs6cIaTnCObA2ynvxohVeBC2IONJnuOjY21WP3SSy8xc+bMJp8uKysLgMjISIv1kZGR9SY3WVlZtR5Tfb7a5Obm8t133xEc3LhZJHJycqisbPxYfZJgOZlTpHGeM3jgSRlGvJEES7geTdPopvqzlTXkc55j/EoHuukdlhCiDhkZGQQFBZlfGwzWDbly6fy5SqkG59RtzjGTJk1qXoCNIAmWEzGqElKpGlW2I90J0AJ1jkgI+/HV/Omi+rCfbShnHy5aCEdlo7kIg4KCLBKs5oqKigKqSqSio6PN67Ozs2uUUF163KWlVQ0dYzLZdzgYKXN3Ir+ymwrKCaI1cSTqHY4QdhdJLIMZTUetu96hCOGaHGyqnISEBKKiolizZo15XVlZGRs3bmTIkCF1Hjd48GCLYwBWr15d7zH2JiVYTuK0OsEZTqGh0ZV+DRZ7CuEKNE0jAOt/FQshHEdhYSGHDx82v05LS2PPnj2EhoYSFxfH1KlTmTNnDomJiSQmJjJnzhz8/f256667zMfcc889tG3blrlz5wLwxBNPcOWVV/LKK69w0003sXz5ctauXctPP/3U4vdXze1LsGbOnImmaRZLdRElNH/AM1sqV2WksAeAeDoTqIW06PWFcAQFKpfd6kdKVbHeodTLGZ4pQlTTYyT3HTt20KdPH/r06QPAtGnT6NOnD3/5y18AePrpp5k6dSqPPvoo/fv35+TJk6xevZrAwN+bxaSnp5OZmWl+PWTIEJYsWcL8+fPp2bMnCxYsYOnSpQwcONC6N8gKUoIFdO/enbVr15pfe3r+PlFy9YBnCxYsICkpidmzZzNq1ChSUlIs/rHtqYQiNDT8CSQB2w2CJoQzSWEPuZzlN36hJ4P0Dqdejv5MEcLMRm2wmmL48OH1DiKsaRozZ86stxfihg0baqy79dZbufXWW5sekJ1IggV4eXlZ/MKsdumAZwALFy4kMjKSxYsX89BDD7VIfEFaawar0RgpwVPzbPgA0WxKKcopw0gJZRippMK8gEY4UeZBXcuUESMl+GDAB1+ptrWzzvTmZ9aSzQly1GnCtLobr+rN0Z8pQgj7kwQLSE1NJSYmBoPBwMCBA5kzZw4dOnRocMCzuh6GRqPRYpC1/HzrB0r00rzxwtvq84gqSilKKKKAXEKJMI8ndpwUDrO/zuP6cDm+VCVYZ8k0T7StoeGnWuFPAP4EEkhrQonAoPna/2bcRKAWQqzqRAaHSWEPg9Qohx0byxmeKUIAupRgOZLG/C15eXnh79/02VLcPsEaOHAgn376KUlJSZw+fZrZs2czZMgQDhw40OwBz+bOncusWbOsju2cyqaUYqKJl9IRGyhRRZwli1zOcJ6zlFEKQG8uJ5yq0gYf/C78rwFvDHjhheeFpWq9ZcLkg4FyylAoiimgmAKg6nPTkyFEEANUDbFRQTn+BMq/pRU60I3TZFBMAemk0p7OeodUgyM/U4S4VHPbUV18vDMLCQlp1DM5ICCAUaNG8dZbb9GuXbtGndvtE6wxY8aY/zs5OZnBgwfTsWNHFi5cyKBBVe08mjp42YwZM5g2bZr5dX5+fo1RbhuilCKFPRSRTxlGh/wicRbn1RlS2EMheRbrNTwIxHIE30jaEUm7RlXFxmjtiaE9SimMlFxIsAopooB8zhFMa/O+J0njKAfxxZ8I1ZYo4gikcX/Y4nfemg+dVDIH2cExfqWtSnC42Qwc9ZkiRK1sNJK7s1q/fn2D+5hMJk6fPs17773Hgw8+yMqVKxt1brdPsC4VEBBAcnIyqamp3HzzzUDTBzwzGAxWj2J7imMUkY8X3rQlwapzuZtyVUYlFea2Ut4YzMlVCOGEEkFr2hBEaI1Eqjlt3DRNwxd/fPEnlNo/F+WUoeFBKcWkk0o6qfjTimgVTwwJUpXYBNHEc5zfKCKfk6Q5/I8PR3mmCCFqMhqNjBgxAm/vhpvg9OzZ0/wjqTEcswGDjoxGI4cOHSI6OrrZA55Zq0JVcISqbtsd6OZwv9AdVZEq4JDayY/81zziPUAAgSQzkCu5gf7acDpo3WittWnRDgOdtd4M50Z6MpgI2uGBB8UUcoQDbOF7KlXj57dyd5qmkUgyXejjFAPuOsIzRYg6OdhAoy3t4Ycfpk2bNtx+++0sXryY3NzcOvft1KkTn332WaPP7fYlWNOnT+eGG24gLi6O7OxsZs+eTX5+PpMmTULTtEYNeGZrJzlCGaX4EUA7OtrtOq4iX50njUOc4ZR5XQmF5moXTdOIRP/qFE/NiwjaEkFbKlQ52ZziJEcIIMgi2StUebTSGjf5qLsK16Ib3kknjvhMEaIu7t4G6+jRo/zyyy988803zJs3j3vvvZehQ4dy0003ceONN9K+fXvzvj4+Ptx0002NPrfbJ1gnTpzgzjvv5OzZs7Rp04ZBgwaxdetW4uPjgaoBz0pKSnj00Uc5f/48AwcOrDHgmS1VqkqOkwpAAl0dtpeUIyhWBRzhAKc5YV4XTjTxJBFCuEO3b/LSvIkhnhjiMV1UepWvzrGNdbRWbUikJ0Fa63rOIgBMyoSJSrw0x+hl62jPFCFE/Xr27EnPnj154YUXOHXqFN988w3ffPMNzzzzDElJSeZkq3///k06r6bqG+1L2ER+fj7BwcEM56YGvwROqCP8ym4M+DGUMZJg1eOoOshRDgIQRRwJdCFAc+5pVU6oo6Sw2zy5cQzt6UgPaaNVhxyVxa/sJpxoOmu9G9y/QpWzgeXk5eXZZGJavVQ/UzLP5BAVHqp3OMLGqv997fk5rb5Gh7/MwcO3+c8XU2kpR//6nNP/TdWmqKiIVatWsXz5clauXMm0adN47rnnGn2825dgOZoAgmhNG9rQVpKrSyilqKDc3CYtjiSKKXCp6YPaaR0IV1EcZj9ZpHOKY5zmBJ1UMu3o4NClcvrQKKGIkxwlQXXBRxJRIZrGyipCZ2+DVZ+AgADGjx/P+PHjMZlM5OTkNOl4+QZ3MK21NvTThhErba8slKlS9rKZ3fxonmLBS/OihzbQZZKrar6aPz20AfRnBEG0ppIKUtjNL2zROzSHE0oEQbTGhIkTHNU7HCGEkxk7dix5eb8P4fPyyy9bNHTPycmhW7dueHh40KZNmyadWxIsByUlFb87q7LYyhrOkkkBueRzTu+QWkSIFsZlXEVneuOBJ+E4bsNuvWiaZu5JeIKjFu3ZhBCN4Oa9CL///nuLWRJeeeUVzp37/TumoqKClJSUZp1bqggdRI7KIpezxJKIjybj3UBV4+Uj7Oc4vwFV1ac9GOByJVb10TSNWDrRRsVguDDKPFQNSeGLH56a/AlH0A4Dv2CklNOcIJp4vUMSwnm4+VQ5lzZDt2WzdCnBchDpHCaNXzlO8zJlV1OuytjDT+bkKpZODGCkWyVXF/PV/M2lmmXKyC42sZ31lKginSPTn4fmQTs6AZBOqk0fkEII0VySYDmAUlVMzoX562TU9ioH2MY5svHAk2QG0Vnr3aIDgzqyUopRmCgkj+2sI0+5R5VpfdqSgAeeF6qQz+sdjhBOo3ocLGsWZ1Y9VuKl62xB6hccwEnSAGhNG/w1GQsHIJFelFJKd/q7balVXYK01gxQV7OH/1FILjvZSA81gAitrd6h6cZHM5CkehFAIEHI2GFCiMZRSjF58mTzVFSlpaU8/PDDBAQEAFi0z2oqSbB0ZlImTl1IsNrRQedo9FWmjOb2ZwFaIAPVSGnsXwdfzY/+ahj7+JkcsviFLXRXlxGtuW/7o3aae//9CNEsbt4Ga9KkSRav//CHP9TY55577mnWuSXB0tlZsjBSijcG2uC+JRBnVSb72EqyGky4FgVIT8qGeGne9FJD+JVdnOIYB9iOp/Jy65IsIYRoivnz59vt3JJg6ezkhbF7Yoh324FFz6lsfmELJkxkkU44UXqH5DQ8NA+6qn5oeJBHDiGE6x2SroyqhDR+pYRC+mhX6B2OEA7P3ecitCdJsHSklMIHA554uW3j9jyVw142Y8JEONF0o2lzPYmqkr4uqg+VVDjMfHx60dA4yVEUiiKV7/RTJwnRIiRJsgv3LDJxEJqm0V27jGHc6JaN20tUEXv4H5VUEEoEyQxy21I8a2maZpFcnVLH3bJ3oY/mS9iFEtBMjuscjRDCncm3mQNwx6SiQpWzh/9RThmBhNCLITIMg41kqQwOsp09/I9SVax3OC0umjgAssiQMbGEaIibj+RuT+73ze4gylUZBSrXbb8A0kmliHwM+NKLoTIiuQ2FE0UrQijHyC9sodLNpo8JJwZPvCilmFzO6h2OEA7N3cfBsidJsHRymhP8zFr2sVXvUHSRQFfiSaIXQ/DV/Bo+QDSal+ZNLwbjhTf5nOc39ugdUovy1DyJuNAj9wyndI5GCOGuJMHSSTYnANx2UERN00jUehKkheodikvy0wJIZiBQNZBtlkrXOaKWVT0x9tkLMyQIIeogVYR2IwmWDsqUkfOcATD/0nYHFaqcI+oAJjerstJLmBZFAl0B+JXdlKoSnSNqOWFEEkAQYURiUia9wxHCYUkVof24fYI1d+5cLrvsMgIDA4mIiODmm28mJcVywuXJkyeb5yuqXgYNGtTsa+ZwGoWiFcFu1XswlX2kcYj9bNM7FLeRQFeCaE0F5ZzhpN7htBgvzZvB2mg6a71btBOJHs8TIYRjcvsEa+PGjUyZMoWtW7eyZs0aKioqGD16NEVFRRb7XXvttWRmZpqXlStXNvua58kGqn5lu4vz6ox5UNVYOukcjfvw0DzozmX0Ziixmrzv9qbH80QIq0gVod24fdetVatWWbyeP38+ERER7Ny5kyuvvNK83mAwEBVl/QjjSinOXUiwWhNh9fmcgUlVcoidALQlgdZaG50jci8BWhABuOeAmyZlIpczBBGGVwv0VG3p54kQVnPzuQjtye1LsC6Vl5cHQGioZePrDRs2EBERQVJSEg888ADZ2dl1nsNoNJKfn2+xVCuhiFKK0dBo7SbTmmRwhGIK8cGXTiTrHY5bK1XFnFLuMwDnNtaxix/NP2pami2eJ1D/M0UIa0gbLPuRBOsiSimmTZvG5ZdfTo8ePczrx4wZw6JFi1i3bh3/+Mc/2L59O1dddRVGo7HW88ydO5fg4GDzEhsba95mwI/eDCWJXm4x9lOZMpLGIQA60QNvzUfniNxXqSphC99zkO0UKff4gg6mKrHJ02E8LFs9T6D+Z4oQwjFpyl1HuqzFlClTWLFiBT/99BPt2rWrc7/MzEzi4+NZsmQJ48aNq7HdaDRaPCzz8/OJjY1lODe53VxxKWoPGRymFcEM5Go0TdM7JLe2V23mDKeIoB09NddvWH1KHecg2wkmjMu0EVSocjawnLy8PIKC7FttaqvnCdT9TMk8k0NUuAx14mry8/MJDg626+e0+hqdp87B0+Db7PNUGktJmfdci/xNORvXL0JppMcff5xvvvmGTZs21fswBIiOjiY+Pp7U1NRatxsMBgwGgz3CdDoxtKcMIzG0l+TKAXSkO2c4RTYnKFC5BGoheodkVyGEAVDA+RYdHsSWzxOQZ4qwI2mDZTduX0WolOKxxx5j2bJlrFu3joSEhAaPycnJISMjg+jo6CZdq5RijqgDnFWZzQ3X6QRqISRrAwnT3KfHpCNrpQUTSVX10lEO6hyN/fkRgDcGTJgoINfu12vJ54kQwrG5fYI1ZcoUPv/8cxYvXkxgYCBZWVlkZWVRUlI1KGNhYSHTp09ny5YtHDt2jA0bNnDDDTcQHh7OLbfc0qRr5XGONA65xRebcFwdLgw+eoZTFKsCnaOxL03TzKVYueTY/Xot+TwRwhakkbv9uH2C9cEHH5CXl8fw4cOJjo42L0uXLgXA09OTffv2cdNNN5GUlMSkSZNISkpiy5YtBAY2bZDQwgu/oAPdYHqc4+o3DqodFKtCvUMRlwjQgginaoiADI7oHI39/d7Q3f4JVks+T4SwiRYeB6t9+/Y1BtrVNI0pU6bUuv+GDRtq3f/XX39txs22LLdvg9VQG38/Pz++//57m1yrkKou24GE2OR8jkopxQmOUEIRIYTjTyu9QxKXiCWR85zBA0+9Q7G7cKLR8KA19h9/rSWfJ0I4o+3bt1NZ+Xt7yP379zNq1Chuu+22eo9LSUmxaETfpo3jj6fo9glWSypwkwTrHKcpoQgvvImk/ga+Qh+hRHAF17tFr9ZWWjCtCAaq5sMUQvzO2mq+ph57aWL097//nY4dOzJs2LB6j4uIiCAkJKSJ0enL7asIW1IF5Who5oe9qzpJGgBRxLnFWF/OSNM0t0iuhBAN0HGqnLKyMj7//HPuvffeBnuZ9+nTh+joaEaOHMn69eubf9EWJN9+LcyfQDw1162WqVAVnKWql2QM7fUNRjRIKUU+5/HFD4Pmp3c4dlOkCsjnHAZc9x6F0NOlsws0ZmiRr7/+mtzcXCZPnlznPtHR0Xz00Uf069cPo9HIZ599xsiRI9mwYYPF9FOOSBKsFubq1YM5ZGHChB8BLn+vruAQOznFMTrSnYQLvQtd0QmOkMFh2tFB71CEcCw2Ggfr0tkFXnrpJWbOnFnvoR9//DFjxowhJiamzn06d+5M586dza8HDx5MRkYGr7/+uiRY4neXMRJvXLtaJpsTAETQTgYWdQJBhHKKY5wl06UTrOrJrouQXq1CXEy7sFhzPEBGRoZFI/SGSq+OHz/O2rVrWbZsWZOvOWjQID7//PMmH9fSWjzBunTS04ZomsauXbuIj4+3U0QtJ4BWLt/uxY9WBBBEBG31DkU0QvVwDXmco0wZ8dFcc7TwAKqGQCjGtcf9EqLJbFSCFRQU1KSpcubPn09ERATXXXddky+5e/dupxiYt8UTrNzcXObNm0dwcMMNvZVSPProoxZdOoVj66T1oBM9Gt5ROARfzZ9WKphC8sghi2ic/4dMbapLsIyU6ByJEMJkMjF//nwmTZqEl5dlGjJjxgxOnjzJp59+CsC8efNo37493bt3NzeK//LLL/nyyy/1CL1JdKkivOOOO4iIiGjUvo8//rido2k5x/iVBNXNpRu5C+cTRiSF5HGesy6bYHnjgydeVFKhdyhCOJSWHqYBYO3ataSnp3PvvffW2JaZmUl6err5dVlZGdOnT+fkyZP4+fnRvXt3VqxYwdixY5sfdAtp8QTLZDI1af+CAtcp0j9GCh1duHSnSBXghz8ekkA6lRDCOc5vLTLSuV40TcOgfCmWNlhCWNJhsufRo0fXOSjvggULLF4//fTTPP30080ITH8yDlYL8sXfZRt+K6XYzjrW8zVFKr/hA4TDCL4wV18R+ZSrMp2jsR8ffPUOQQjhRnTvRXjy5En+97//kZ2dXaN0609/+pNOUdmHrwuPwVNKsXkgVT+ZGsep+GgGElVPWhGEpwtPndOBbpRjZB8/6x2KEI5FJmy2C10TrPnz5/Pwww/j4+NDWFiYRemOpmkul2B545o9tAAKLkxk3YpgPDQpGHU28VqS3iHYXagWIVPlCHEJPdpguQtdE6y//OUv/OUvf2HGjBl4eLj+l7IXPnqHYDfVE1m7+jRAQgghRGPommAVFxdzxx13uEVyBeClf42s3ZRQBIC/VA86pXJVxjmyqaSCGK293uHYhVGVcObCNE5CiAt0aOTuLnTNbO677z7+85//6BlCi3LlUdyrEyw/AnSORDRHMYXsYytHOKB3KHaTz3l+ZZfeYQjhUKqrCK1ZRO10LVKZO3cu119/PatWrSI5ORlvb8sE5I033tApMvuIctExhqCqkTuAryRYTslwoYddGaUopVyyt6uHCzfgF0I4Hl0TrDlz5vD999+bJ3K8tJG7q/Fx4Ubu0cRThlFKsJxU9RAGCkU5ZS75WXXlHpJCNJtUEdqNrlWEb7zxBp988gmHDh1iw4YNrF+/3rysW7dOz9BqeP/990lISMDX15d+/frx448/6h2SQ+modaer1heDJmMNOSMPzQPvC50wyijVORr78HCwYf/kmSIcgVQR2o+uTxyDwcDQoUP1DKFRli5dytSpU3n++efZvXs3V1xxBWPGjLEYzr8xZBRp4cg8LxRou+p0Mo5URWirZ4oQVlM2WEStdE2wnnjiCd555x09Q2iUN954g/vuu4/777+frl27Mm/ePGJjY/nggw+adB7jhXZKrsakTJSqYkqVTKTrzKoTEBNNm87KWThSgmWrZ4oQwnHp2gZr27ZtrFu3jv/+97907969RiP3ZcuW6RTZ78rKyti5cyfPPvusxfrRo0ezefPmWo8xGo0YjUbz6/x81546poQitvA9XngznJv0Dkc00+8JVqXOkdiHoyRY8kwRDkXaYNmNrglWSEgI48aN0zOEBp09e5bKykoiIyMt1kdGRpKVlVXrMXPnzmXWrFktEZ4QNqTQ0Fz2eanhGB1n5JkiHImM5G4/uk+V4ywu7dVYX1f2GTNmMG3aNPPr/Px8YmNj7RqfELagLiRZrsjRSubkmSKEa3PdocVtJDw8HE9Pzxq/LLOzs2v8Aq1mMBgwGFyvm3tdqr+QXbXtjruoTkBcdTgDR/l8yjNFOBSpIrSbFm/k3rdvX86fP9/o/S+//HJOnjxpx4jq5+PjQ79+/VizZo3F+jVr1jBkyJAmnctVP4fV3ftNVGJSjvElJpquN0MZwEhaEaJ3KHbhKCVYtnymCGEtTSmrF1G7Fi/B2rNnD3v37iU0NLTR+1/cuFMP06ZNY+LEifTv35/Bgwfz0UcfkZ6ezsMPP9yk8zjKA97WvC6aAqiCMvOglcK5+GuBeodgV47092erZ4oQwnHpUkU4cuRIVCOzXkcY0f32228nJyeHv/71r2RmZtKjRw9WrlxJfHzTpr5pTRs7RagvTdPwVF5UUnFhFHBJsITjcZQqQrDdM0UIq0kVod20eIKVlpbW5GPatWtnh0ia5tFHH+XRRx+16hyeLtzkLYb2aGgufY+uzKhKSCcVPwJop3XUOxy7CCGcK7iOH1mhdyiAbZ4pQlhLehHaT4t/G8ovNNfUWeutdwjCCkUUcJzf8KcV7XDNBKu6pFUIIVqCY03O5eLOcErvEISoVTEFAPjj2u2whBCXkKly7EZ+zrWgs5wmGtctwStTRoyUEKiF6B2KaKKiCwlWgAsnWKfUcc6SqXcYQjgUqSK0HynBakEVlOkdgt2cV2fYxLfspfapPoRjK6Jq6hVXLsHK4yzZnNA7DCEci5Rg2Y0kWC2oHH2Hm7CnVgQDUEox5cp1E0lXpJQin6qx6QIv/Du6IiOleocghHAjuiZYkydPZtOmTXqG0KJKKNI7BLvx1nzwxR/A/GUtnEMxBVRQjgeeLjvIKECZJFhC1FBdRWjNImqna4JVUFDA6NGjSUxMZM6cObqO2N4SyimjUjnOYIe2FkIYALmc1TkS0RQF5AEQRGs8NNct1JYSLCFqIVWEdqPr0/TLL7/k5MmTPPbYY/znP/+hffv2jBkzhi+++ILy8nI9Q7ObUhcuxWpNBADnyNY5EtEUUVosV3IDXemrdyh2o5SSEiwhRIvS/edqWFgYTzzxBLt372bbtm106tSJiRMnEhMTw5NPPklqaqreIdqUK1cThl5IsPI5R4VyzQTZVfloBgK0IL3DsJsSilAo88TkQojfSfWgfeieYFXLzMxk9erVrF69Gk9PT8aOHcuBAwfo1q0bb775pt7h2cRAriaUSL3DsBs/LQA/AlAocjitdzhCmJVSjIbm0r0khWgWpaxfRK10HQervLycb775hvnz57N69Wp69uzJk08+yd13301gYNWDcMmSJTzyyCM8+eSTeoZqE34EuHQbF4AEugKauTRLOLaj6iDnyCaeJNpoMXqHYzehWgQj1C2UUMgWVusdjhDCDeiaYEVHR2MymbjzzjvZtm0bvXv3rrHPNddcQ0hISIvHJponRmuvdwiikZRSZHKcEopoS4Le4didh+aBQfnpHYYQDkUGGrUfXROsN998k9tuuw1fX98692ndunWzJoh2RMf4FaMqpbt2md6hCEEe5yihCA88aUNbvcMRQujB2p6AkmDVSdcEa+LEiXpevsUdIwWARJWMj1Z3UunsylUZpzhGCYV00Vy3Z5qzy+I4ABG0xUtz3VmzlFLsYhMG/OhAN73DEUK4CdduEORg/AgAoIBcfQOxs3LKSOUXTnCUEuW6vSadWYWqIIsMAJeeHxOqBhg9zxmySMdLpl8VwoJmsn4RtZMEqwVVTyfj6gmWv9bK3Mj9JEd1jkbUJpNjVFCOP61cvkNCHueAqr8/Dzx1jkYIByMDjdqNJFgtKPDCNCSunmABtKMjACc4KmNiORilFOkcBiCWRDTNtceGyiMHgOALMw0IIX4nU+XYjyRYLai6BCvfDRKsNsTgTyAVlHNCSrEcTiLJhBHl8tWDALmSYAnhMGbOnImmaRZLVFRUvcds3LiRfv364evrS4cOHfjwww9bKFrruG2CVV5ezjPPPENycjIBAQHExMRwzz33cOrUKYv9hg8fXuPDcMcddzTrmtUJVgmFlCmj1ffgyDRNoz2dAUjnN5eeg9HZaJpGhNaWPtrlLt24HcCkKs2Tj4fYOcHS45kihNV0GGi0e/fuZGZmmpd9+/bVuW9aWhpjx47liiuuYPfu3Tz33HP86U9/4ssvv7TmrluEaz9d61FcXMyuXbt48cUX6dWrF+fPn2fq1KnceOON7Nixw2LfBx54gL/+9a/m135+zRtLxwcDrQimhCKKyMeHNlbdg6OLIo6jHKSUYjJIpT1d9A7J7SmlXL5K8GL55KIw4Y0BPwKopMJu19LjmSKEtfQYB8vLy6vBUqtqH374IXFxccybNw+Arl27smPHDl5//XXGjx/f9Iu3ILdNsIKDg1mzZo3FunfeeYcBAwaQnp5OXFyceb2/v3+jPwwN6c1QfPB1+RHdoWpgx46qO6c5QRtcd5RwZ2FSlexgA21UDHEk4unipVcAlZTjTyABBFYllnZsL6LXM0UIR5Cfn2/x2mAwYDAYat03NTWVmJgYDAYDAwcOZM6cOXTo0KHWfbds2cLo0aMt1l1zzTV8/PHHlJeX4+3tbZsbsAPX/5Zvgry8PDRNqzFy/KJFiwgPD6d79+5Mnz6dgoKCes9jNBrJz8+3WKr5av5ukVxViyKO3tpQl55I2FkcJ5V8zpPBEZSbdP0J06IYol1DMoN0uX5LPFOEsIqNehHGxsYSHBxsXubOnVvr5QYOHMinn37K999/z7/+9S+ysrIYMmQIOTk5te6flZVFZKTlHL6RkZFUVFRw9uxZq27d3lz/J2wjlZaW8uyzz3LXXXcRFPR7MnD33XeTkJBAVFQU+/fvZ8aMGezdu7fGL9WLzZ07l1mzZjV4TXeorrn0/ipVhVuUnDiaUlVMGocASKQnXprj/uqzBz1+1OjxTBGiqWxVRZiRkWHxOa+r9GrMmDHm/05OTmbw4MF07NiRhQsXMm3atNqvccn3iLrQ7svRvz/dpihl0aJFtGrVyrz8+OOP5m3l5eXccccdmEwm3n//fYvjHnjgAa6++mp69OjBHXfcwRdffMHatWvZtWtXndeaMWMGeXl55iUjI8Ni+zGVwv/UKjIvjKTtDspVGQfVDrazAZOSkelaklKKFPZgopIQwokiVu+QWkS5KrNr5wpHeqYIobegoCCLpa4E61IBAQEkJyeTmppa6/aoqCiysrIs1mVnZ+Pl5UVYmGP3DHabooQbb7yRgQMHml+3bVs191p5eTkTJkwgLS2NdevWWWTgtenbty/e3t6kpqbSt2/t08DUV/cMUEEZJRRyjmxiaN/0m3FCChNnOEU5ZRznNxKkwXuLySKdM5xCQ6MLfRz+V5+tpHGIExylk+pBnJZo8/M70jNFiGZrZk9Ai+OtYDQaOXToEFdccUWt2wcPHsy3335rsW716tX079/fodtfgRslWIGBgQQGBlqsq34Qpqamsn79+kZlwwcOHKC8vJzo6OhmxxJKJMdIIYfTmJTJLdpk+Wi+JKleHGA7RzlAmIokSGutd1gur1QV8yu7AehAN1ppwTpH1HLOkomJSgzYp4eeIz1ThGiulu5FOH36dG644Qbi4uLIzs5m9uzZ5OfnM2nSJKCqtPbkyZN8+umnADz88MO8++67TJs2jQceeIAtW7bw8ccf8+9//7v5QbcQt0mwLlVRUcGtt97Krl27+O9//0tlZaW5GDI0NBQfHx+OHDnCokWLGDt2LOHh4Rw8eJCnnnqKPn36MHTo0GZfO4RwvPGhHCO5nHX5qUqqRRFHNic5wyn2sZWB6mq3awvU0gouDFMQTCjxF8YlcwfFqpBiCtHQCCOy4QNsQM9nihDNZu10N0089sSJE9x5552cPXuWNm3aMGjQILZu3Up8fNWgx5mZmaSnp5v3T0hIYOXKlTz55JO89957xMTE8Pbbbzv8EA3gxgnWiRMn+OabbwDo3bu3xbb169czfPhwfHx8+OGHH3jrrbcoLCwkNjaW6667jpdeeglPz+bPaeahedBGxXCKY2Rz0m0SLE3T6Kb68zNrKaGIQ+yihxrgNlVWemijxdBfDccLb7coKa12lkyg6sdMSyXxej5ThHAWS5YsqXf7ggULaqwbNmxYvW0UHZXbJljt27c390SoS2xsLBs3brTL9SNoZ06wOqvebpNkeGs+9FAD2MlGTpNBICHmEd+F7VzcQzVIC9U5mpZ3hqrR08NpuWo3vZ8pQjSHHgONugv3+UnrYEKJwAtvyiglF8cey8PWQrRwkuiFNz4EIe2wbC1PnWMra8hX5/UORRelqpjznAEggrY6RyOEgzMp6xdRK7ctwdKbh+ZBW5VAJZX44Kt3OC2uHR2JpB0+mvvduz0VqwL28BPllJHGIXoxRO+QWlwWVe03QgjHTwvQORohhLuSBEtHiVpPvUPQjaZpFollvjqPBx5u1cvN1oyqlN0XkqtAWtOdy/QOSRdRxKGAAAIb3FcIt9fCjdzdiSRYQnf56hw72YQnnvRTwwnQ5IuxqYyqhJ1sooQi/AigN0Pdtoemr+Yv46wJ0UgaVrbBslkkrkfaYOlMKUWuOku6qn0UW3fgRyv8CKAMIzvZSKHK0zskp1KqitnJRoopwBd/+nAFBql6FUIIXUmCpbNiCtnBBlL5BaMq0TscXXhrPvTlCloRTBml7GADucq9Gv5bI41DFFOIL/70Yxj+Wiu9Q9KFSZnYp34mS6XLdExCNFb1SO7WLKJWkmDpLEALJJgwFIpTHNM7HN34aL70YxjBhFFBObv4kWx1Su+wnEIivYigLf0Y5taNus+SyWkySGGP3qEI4TSqh2mwZhG1kwTLAbSjAwAnSWtwHB1XVl2SFUYUJir5hc2cVVkNH+iGctVZ82fFS/OipzbYrZMrgHSqqtnbkuBWg6oKIRyTPIUcQATt8MKbUoo5x2m9w9GVp+ZFL4YQSyda08ZtRrlvrEpVyUG1kx1s4DgpeofjMPLVeXI5i4ZGOzrqHY4QzkPZYBG1kl6EDsBT8yRaxZPBYTI4QhhReoekKw/Ng870xqQqzSURlaqSQnIJ1hqePNdVFakC9vEzheQCYMJkMWK7O8vgMFD1Y8VX89c5GiGch6YUmhU1J9Yc6+okwXIQ7ehIBoc5SyaFKk/GgwI8tN/nZjvMPjI4TILqQgJdLba5OqUU6aRyhP2YMOGNgR4MIExrmUmMHZ1RlZJFBgBxJOocjRBOxnRhseZ4UStJsBxEgBZIhGpLAbmUYdQ7HIeilKKCcgDS+JXTnKSL6kOo5vrVh8WqgAPsII8coGqKpW5chq/mp3NkjuMER1CYCCaUYDecd1EI4ZgkwXIgXeiLF97SQPcSmqbRncsIV1GksIdiCtjFJqJVPB3p4dLJhgLyOYcnXiTRixjaS5XgJYJoTRChUnolRDNIFaH9SILlQHw0g94hOLRILZZQFclh9nOSo2RynNNkkKwG0UaL0Ts8m6hUFeRwmgitapLiAC2Qrqo/obSRtkV1aKPF0IYYt+6BK0SzyVQ5diMJlgMyKROZHCecKAwuXDrTHN6aD13pS4yKJ5VfKCCXIH6vFnLWRt8VqoITHOE4v1GOkYHqagK1EABitHh9g3MSzvjvLoRwXZJgOaD9/Ew2J4kjkSR66R2OQwrWwuinhlNCkcW0MHv4CV/lTyydnKKjQLEqIIMjZHLc3M7MjwDKKdM5MseXrlKppIJYEvHS5FEmRLNYOxq7lBzXSZ5KDiiGBLI5yQmOEKcSpWqoDpqm4c/v08IUqjxyLowjdpI0glRromlPFLF4az56hVkroyrlANstxj3zoxUJdCGKOGmH14ByVcZRDlJBOX4EEEWc3iEJ4ZSsHY1dRnKvm1s/xSdPnoymaRbLoEGDLPYxGo08/vjjhIeHExAQwI033siJEyfsGlcYkYQQjgkTh9lv12u5kgCC6Mcw2tAWDY18zpPCbjbxLbvUJs6pbN1iM6oSi/kVvfGh4MJ4VuFE0ZuhDOEaYrT2klw1QjqpVFBOAEFEEqt3OGaO+kwRQrQ8ty/Buvbaa5k/f775tY+PZUnH1KlT+fbbb1myZAlhYWE89dRTXH/99ezcuRNPT/uMxaRpGkmqF9v4gSzSiVOJBGmt7XItV6JpGq1pQ2vaUKaMZJHOKY5RSB7nyKYdncz7Fqo8CsglmFD8aGXT9jtKKUooIp/z5JHDec5QSB4++HKFug5N0/DQPOiu+uNPoNtOztxcZcponhanI90dru2VIz5ThKiTVBHajdsnWAaDgaio2kdOz8vL4+OPP+azzz7j6quvBuDzzz8nNjaWtWvXcs0119gtriCtNVEqjizS+Y299FPDHO6LxJH5aAbiSCSORIpVAWc4RdhF0+5kkcExfgXAA09aqSACCMYPfwz4EUFbc7VipaowH6dQmDBhopJyyijDSGvamEudUtUvnOJYrW2ofPGjnDJ8qOotGq5F2+3+XdlRDlBJBYGE0AbH6z3qqM8UIWqjmaoWa44XtXP7BGvDhg1EREQQEhLCsGHDePnll4mIqPoi3rlzJ+Xl5YwePdq8f0xMDD169GDz5s11PgyNRiNG4++Dhebn5zcrtk70IJsT5HKWs2Q65JeJM/DXAomns8U6X/wJIpRCcjFRST7nyee8eXsYkXhTlWAdZr95KpbaXMH1GKhqaG/CRDllaHgQSDBBhBJCGKFEyjAcNpCvznOCowAk0cshf3Q48jNFCNFy3DrBGjNmDLfddhvx8fGkpaXx4osvctVVV7Fz504MBgNZWVn4+PjQurVl9VxkZCRZWVl1nnfu3LnMmjXL6vh8NX/iVCL5nMePAKvPJ37XTutAOzqglKKYQgrJo4h8SinBSDE+/N4zsZKKGsdraHhjwBsfTFSa18fSiWjiaUWQW03n01JS+QWASGJprbXROZqaHP2ZIkQNUkVoN26TYC1atIiHHnrI/Pq7777j9ttvN7/u0aMH/fv3Jz4+nhUrVjBu3Lg6z9XQWEszZsxg2rRp5tf5+fnExjavIW4HuqOhOeQvdVegaRoBBBJAYJ37dKUfSfRGoyqx0i70Dant30TaU9lXN/pzmH0k0VPvUJz2mSKEBRlo1G7cJsG68cYbGThwoPl127Zta+wTHR1NfHw8qalVDWijoqIoKyvj/PnzFr84s7OzGTJkSJ3XMhgMGAy2qQ66tEeZSZmkl1kL0zQNL/f5U3FofloAyQxqeMcW4KzPFCEuJlPl2I/bfFMHBgbSqVMn8+LnV3OE9JycHDIyMoiOrmp83K9fP7y9vVmzZo15n8zMTPbv31/vw9AeKlQ5v6rd7OEnmRJEuJ0SVaR3CDU4+zNFCGFfbvuzvLCwkJkzZzJ+/Hiio6M5duwYzz33HOHh4dxyyy0ABAcHc9999/HUU08RFhZGaGgo06dPJzk52dwDqKWUYeQUxzBRySmO0ZaEFr2+EHrJVWfZyUaiVBxd6eewJbjO9kwRApA2WHbktgmWp6cn+/bt49NPPyU3N5fo6GhGjBjB0qVLCQz8vT3Om2++iZeXFxMmTKCkpISRI0eyYMGCFh+vxl9rRUfVnVR+IZVfCFcyT6FwfRWqggNsR11o6OGoyRU43zNFCKCqDZU1Qy1IflUnTUl9k93l5+cTHBzMcG7CS/Nu9nlMysQO1pPPeSJoS09tsA2jFMLxHFK7OMlRfPFnEKOs+vuBqqr2DSwnLy+PoKAgG0XZ8qqfKZlncogKD234AOFUqv997fk5rb7GiL4z8PL0bfiAOlRUlrJ+11yn/5uyB8f9OShq8NA86Eo/NDSyOUmmOq53SELYzVmVyckLY151o7/VyZUQoqbqRu7WLKJ2kmA5mUAthAS6AvAruylWBTpHJITtlSkjB9kJVI0tFqpFNHCEEKJZFL+3w2rWovcNOC5JsJxQAl2rpmfBg1JK9A5HCJtLYTdllOJPIJ1I1jscIYRoMrdt5O7MNE2jhxqAQuGr+esdjhA2F0085zhDDy7DU0bEF8J+pBeh3UiC5aQu7UHY0EjQQjiTcC2aoWoMXpo8ooSwKxNgzVeHTPZcJ6kidAHZ6hSb+Z5SVax3KEI0m1GVWgwoKsmVEMKZSYLl5JRSHOMQJRSyl81UqpoTEwvh6EzKxD62so0fOKey9Q5HCLfR0r0I586dy2WXXUZgYCARERHcfPPNpKSk1HvMhg0b0DStxvLrr79ac+t2JwmWk9M0jWQG4YOBAnLZzzaZSkc4ncPsI5ezmDBhoPlj8gghmsiqHoRNb7+1ceNGpkyZwtatW1mzZg0VFRWMHj2aoqKGp8NKSUkhMzPTvCQmJjb3rluElMG7AD8tgJ5qMDvZxBlOcYT90vNKOI0slU46VZMhd+cyAjQZrFCIFtPCjdxXrVpl8Xr+/PlERESwc+dOrrzyynqPjYiIICQkpKkR6kZKsFxEiBZON/oBcIwUTqlj+gYkRCOcU9kcYAcA8XQmQmurc0RCiObIz8+3WIxGY6OOy8vLAyA0tOEZCfr06UN0dDQjR45k/fr1VsXbEiTBciHRWjzt6QLAIXaSr87rHJEQdStQuexlMwoTEbSlEz30DkkI92OjKsLY2FiCg4PNy9y5cxtxacW0adO4/PLL6dGj7r//6OhoPvroI7788kuWLVtG586dGTlyJJs2bbLZ22APUkXoYjrSnWIK8MZAK4L1DkeIOh0jhUoqCCGc7gyQYUaE0IONhmnIyMiwmIvQYDA0eOhjjz3GL7/8wk8//VTvfp07d6Zz587m14MHDyYjI4PXX3+9wWpFPUmC5WKqBiEdiIYmX1jCoXWjP7740Z4uMpioEE4uKCioSZM9P/7443zzzTds2rSJdu3aNfl6gwYN4vPPP2/ycS1JqghdkIfmYU6uTMrEb2qvjJElHIJJVZp7uXpqniRqPfHWfHSOSgj31dLDNCileOyxx1i2bBnr1q0jISGhWXHv3r2b6OjoZh3bUqQEy8Wl8gsZHOYsmfRTwzFo0gVe6KNSVbCH/9GKYJJULylhFcIRtHAvwilTprB48WKWL19OYGAgWVlZAAQHB+PnVzVDyYwZMzh58iSffvopAPPmzaN9+/Z0796dsrIyPv/8c7788ku+/PLL5sfdAiTBcnHxJHGGUxRTyG5+pJ8aJiUGosVVqAr28BO5nCWf88TSCX9a6R2WEKKFffDBBwAMHz7cYv38+fOZPHkyAJmZmaSnp5u3lZWVMX36dE6ePImfnx/du3dnxYoVjB07tqXCbhZJsFycr+ZPX3UlO9hAIXns5kd6q8vx0RpugCiELVSo8gvJVQ6eeNGHK/DXJLkSwiGYFGhWlGCZml5F2JAFCxZYvH766ad5+umnm3QdR+DWbbBqG3pf0zRee+018z7Dhw+vsf2OO+7QMeqm89da0Zcr8caHfM6zk42UqhK9wxJuoEKVs5sfySUHL7zpy5WEaGF6h2U37vJMES6khUdydyduXYKVmZlp8fq7777jvvvuY/z48RbrH3jgAf7617+aX1fXEzuTVloQ/dVwdvEjReSzmx8ZpEZJOxhhN+WqjN38RD7nzMlVkNZa77Dsyp2eKUKI+rl1ghUVFWXxevny5YwYMYIOHTpYrPf396+xrzMKuJBk7WUzSfSU5ErYVT7nyecc3vjQhytcPrkC93umCFdgbSmUlGDVxa2rCC92+vRpVqxYwX333Vdj26JFiwgPD6d79+5Mnz6dgoKCes9lNBprTBvgKPy0AAZyNaFapHldparUMSLhqsK0SLrR3y1KrmrjLs8U4eSkitBu3LoE62ILFy4kMDCQcePGWay/++67SUhIICoqiv379zNjxgz27t3LmjVr6jzX3LlzmTVrlr1DbraLS66KVD67+JFElUyUFqdjVMIVnFWZ+BNobsQeo7XXNyAdudMzRTgxk8KqUqgmNnJ3J5pqTJN+F7Bo0SIeeugh8+vvvvuOK664wvy6S5cujBo1infeeafe8+zcuZP+/fuzc+dO+vbtW+s+RqPRYqLL/Px8YmNjGc5NeGneVt6JbR1SuzjJUaBqst1O9JCqQ9EsGeowKezBn0AuY4RDDgdSocrZwHLy8vKaNOp0bRzhmZJ5Joeo8IYnyRXOJT8/n+DgYJt8Thu6xtXxj+Hl0fxe5RUmI2uPv2vXWJ2V25Rg3XjjjQwcOND8um3btub//vHHH0lJSWHp0qUNnqdv3754e3uTmppa58PQYDA0ah4mR9CFPnjjzTFSOE4KheTRQw1wyC9H4ZhMymQe0BYghHA83eDRIs8U4RKUqWqx5nhRK9d/Cl4QGBhIYGBgrds+/vhj+vXrR69evRo8z4EDBygvL3f4IfobS9M0OpFMKxXMQXaSQxbbWUcvNYQATX6NiPqVqhL2sZU8cgDoRA/i6ewWpaDyTBEuoYVHcncnbpNg1SU/P5///Oc//OMf/6ix7ciRIyxatIixY8cSHh7OwYMHeeqpp+jTpw9Dhw7VIVr7idLi8FeB7GUzxRSyjXX0V8MJ1EL0Dk04qBx1mv38TDlleOJFdy4jQmvb8IEuTp4pQgiQBIslS5aglOLOO++ssc3Hx4cffviBt956i8LCQmJjY7nuuut46aWX8PT01CFa+wrSWjNQjeQXtgIQgJRgidoppTjGr5RTRiAhJDNIRme/QJ4pwqlII3e7cZtG7nqqbkzoiI3ca2NSJiqpMLfDMqlKiimilVQZiosYVQnppNKB7nhqzpEc2LKRu56qnynSyN01tWgj95iHrG/kfuqfTv83ZQ8yDpaowUPzsGjkfpj9bGMt6Sq1UfNICdd0WmWQqn4xvzZofiRqPZ0muRJCiJbk9lWEon5KKYopxISJ39hLDll0U/0xaDK1h7soU6X8ym6yOQlAmIoiVIvQOSohhE0orGzkbrNIXI6UYIl6aZpGL4bQhT544EEOp9nCak6oo1Ka5eKUUmSpDLawmmxOoqGRQFdCCNc7NCGErchI7nYjJViiQZqm0Y6OhKg2HGA7BZznV3aRyTG6qwHSuNkFGVUpKReVWrUimG70d8spb4QQojkkwRKN1koLYoC6igyOcIT9FJKPJ9L+xtUopdjFJorIN5datacLHpoUeAvhckwmwIrBQk0y0GhdJMESTaJpGnF0IkK1pZA8i7ZYueoswYS5xSCTrqa6ulfTNDRNI0F1IZ1UutJPxkITwpXJQKN2IwmWaBZfzQ9ffk+uzqpM9vA/ggmlk0qmtdZGx+hEUxSqPH5jL5HE0pYEACKJJZJYSZaFcHWSYNmNJFjCJoopwgNP8jjHTjYSpqLoRA8p/XBgpaqYY/zKSdJQVPUWjVbxeGgeklgJIYSVJMESNhGndSJSteUohzhFGjlkkUMWUSqOjnTHTwvQO0RxQYkq4hgpnLqQWAG0IYZEeko7KyHcjYzkbjeSYAmbMWh+dKUvcSqRIxwgmxNkkU4xBQxgpN7hCeCEOkIKe8yJVWvakEBXGddKCDellAmlmt9Q3ZpjXZ0kWMLmArRAejKIfHWOw+wnmvbmbRWqnHzO05o2Ug3VQkzKZC6ZCqI1CkVr2tCBbtJWTggh7EQSLGE3QVoofbnSYkDSk6SRyi8EEkK86kwEbaVayg5MysQZTpHBYQIIpCv9gKp/k0FqFK20YJ0jFEI4BKWsq+aTRu51kgRL2N3FJVWVVOKBJwXksp+f8cGXaBVPDO0J0AJ1jNI1GFUJJ0njJEcxUgpAAbkkqd7mOQMluRJCmCkr22BJglUnSbBEi+qgdaWd6sAJjpDBEcoo5TgpHCeF1qoNfblSqg6b4ZzK5gRHOMMpc/sqHwy0JYG2dJAJmYUQooVJgiVanI9moAPdaK+6cJZMTnGMs2TijcGcXCmlOE82wYRLclAL04WGpdXVq3nkmKe1CSaMWDoSQTupfhVC1M9kAs2KhurSyL1OkmAJ3XhoHkTQlgjaYlQlVFJp3lZMAbv4EU+8CFORtKEt4UThrfnoGLG+KlUluZwhm1Nkc4LO9CGKWACiiKOCcqKIk7HHhBCNJ1WEdiMJlnAIF0+5A1BKMQb8MFJCNifJ5iQaGq1VG8KJJpJ2NY5xNUopisgnh9Oc4zTnOYPpojnDzpJpTrD8tAAS6alXqEIIIS4hCZZwSGFaFJerseRznjOc4gynKCKfc2RzjmwCCMJwYaqeYlVIBeW0Itipq8SUUpRTho9mAKCcMrayxmIfA36EEUUk7WiNDLEghLCOMplQVlQRyjhYdXPeb6NGWLZsGddccw3h4eFomsaePXtq7GM0Gnn88ccJDw8nICCAG2+8kRMnTljsc/78eSZOnEhwcDDBwcFMnDiR3NzclrkJN6ZpGsFaKJ20HgzWRjOEa0mkJ6FEEEyYeb8THGEbP7CRb9ilNpGqfiFTHadA5WJSlfVcQT9KKUpUEafVCVLVL+xUG9nAcvbyP/M+PpqBEMIIJZJEejKIUVzOWLpp/QjTIp06mXRG8jwRLql6LkJrFlErl35CFxUVMXToUP7+97/Xuc/UqVP56quvWLJkCT/99BOFhYVcf/31VFb+/sV81113sWfPHlatWsWqVavYs2cPEydObIlbEBfx11oRryXRV7sSL82y8NULbyqp4BzZHOc3DrCdn1nLer6mTBnN++WpHM6pbIpVIZV2Tr6UUpSpUgpUrsX6X9QWNrCc//Ed+9jKcX7jPGeopIJiCi3GDevHcPpqVxCvJdFKC5YeljqS54lwSSZl/SJq5dJVhNUPrWPHjtW6PS8vj48//pjPPvuMq6++GoDPP/+c2NhY1q5dyzXXXMOhQ4dYtWoVW7duZeDAgQD861//YvDgwaSkpNC5c+cWuRdRtyStF4mqJ4XkkUcOheRTSB6F5KGh4c3vDeOPcpAcTptfeysDvvhhwA9vDHTX+pu3nVGnMFKKJ15ogAmFuvD/AdppHcz7Hle/kc85yimjDCPlGCmjDIUJL7wZpm40J0cmTFRSgYZGK4IJIpQgWhNMKP4EWiRRklA5DnmeCCGawqUTrIbs3LmT8vJyRo8ebV4XExNDjx492Lx5M9dccw1btmwhODjY/DAEGDRoEMHBwWzevLnWB6LRaMRovKjUJC8PgArKreqsIernRwB+/D6ptKKqTVMlFeb33Rtf/AiglBIUJsovJEMF5OKJF51VL/Px6fzGec7WcTWNKBVrflXdEL02nnhhpAQv5Q1Ae7qQQFf88McDyyEoTFQ6bLWmK6igHMCilNBW7PU8gbqfKQUF+fj///buPaipK48D+DdqCAgxFiiER2FTKWsH8IWsRXxPh4dSdNpZxWWtzFK2dNWq6LZFdwdsO8q0jss4W7VjhWqXqXZW1roVbVGJ2EK1amwVH0srghUwLgtRR4UAv/3D9S6XBAjJDYTw+8zcGXLuyTnnl5x7ObnJOddlSJ/GndKdO3cA2KefmiACYMsyDfxPrTtD+shsaGiAi4sLnnjiCVG6r68vGhoahDw+PqY3wvXx8RHydLVp0yZs2LDBJP1rFEvQamYv7WiDFp9bmJssztuCB/zeO5jGxkaoVNKuaG+v8wnQ/Tkl9GmNja1mjswe/bQr6iCQzPpBUr8MAgcppxlgFRYW4tVXXxUeHz58GNOnT7eqLCLq9Wuarnk6y8rKQmZmpvC4ubkZwcHBqK2ttfvB8tidO3fw1FNP4caNGxg1ahTXNwjrdPb6BqJOg8GAoKAgeHp69pjPkc4ngGOcUwbSQPTNgWRpP2WOzWkGWElJSaLL7gEBAb0+R61Wo7W1FU1NTaJPnXq9HlOnThXy3Lpl+tXP7du34evra7ZchUIBhUJhkq5Sqfr95DBq1Kh+rdPZ6xuIOp29voGoc9iwnuf3ONL5BHCsc8pAGoi+OZB666eSoA7Y9hWhdc/dtm0b3n//fdTX1yMsLAx5eXk9fog5ceIEMjMzUVlZCX9/f7zxxhvIyMiwttX9wmlmESqVSoSEhAibm1vvi1BGRkZCLpejpOT/aw3V19fj4sWLwgkxOjoaBoMBp0+fFvKcOnUKBoNByMMYcy58PmFDBXWQzVtf7du3D6tWrcL69euh0+kwffp0JCQkoLa21mz+6upqzJ07F9OnT4dOp8O6devw+uuvY//+/baGb1dOcwXLnP/85z+ora1FXV0dAODq1asAHn2KVKvVUKlUSEtLw5o1a+Dl5QVPT0+sXbsWERERwiygZ599FvHx8UhPT8eHH34IAPj973+PxMREnvHD2BDC5xPGpLFlyxakpaXhlVdeAQDk5eXhyy+/xPbt27Fp0yaT/Dt27EBQUBDy8vIAPDqOzpw5g82bN+Oll17qz6b3idNcwTLn4MGDmDhxIubNmwcASE5OxsSJE7Fjxw4hz1/+8hcsWLAACxcuRExMDEaOHIl//vOfGD78/7O7CgsLERERgdjYWMTGxmLcuHH45JNPLG6HQqFAdna22Uv89tLfdTp7fQNRp7PXNxB12lKfo5xPbI1jMOJ47aeNWtDWYcP2v3UG79y5I9o6z3rtrLW1FWfPnhXNtgWA2NhYlJeXm31ORUWFSf64uDicOXMGRqNRglfBPmTEUwAYY4yxIeXhw4fQaDQ9zl61lIeHB+7duydKy87ORk5Ojkneuro6BAQE4JtvvhF9Lb5x40bs3r1buDLcWWhoKFJTU7Fu3Tohrby8HDExMairq4Ofn5/NMdiDU39FyBhjjDFTrq6uqK6uRmtrq81lmZsF29vVt675e5tJay6/uXRHwgMsxhhjbAhydXWFq6trv9bp7e2N4cOHm1w50+v13c6kVavVZvOPGDECXl5eZp/jCJz6N1iMMcYYcxwuLi6IjIwUzbYFgJKSkm5n0kZHR5vk/+qrrzB58mTI5XK7tdVWPMBijDHGWL/JzMzERx99hPz8fFy+fBmrV69GbW2tsK5VVlYWXn75ZSF/RkYGampqkJmZicuXLyM/Px+7du3C2rVrByoEi/AAy0ZFRUWIi4uDt7c3ZDIZzp8/b5KnpaUFK1asgLe3N9zd3ZGUlISff/5ZlKepqQlLliyBSqWCSqXCkiVL0NzcbFEbZDKZ2e39998X8syaNctkf3JyslUxp6ammpT13HPP9TlmSxmNRrz55puIiIiAu7s7/P398fLLLwvT5e0RY1fbtm2DRqOBq6srIiMjcfLkSUnK3bRpE6KioqBUKuHj44MFCxaY/MjTktfbUjk5OSZlqdVqYT8RIScnB/7+/nBzc8OsWbNQWVlpU4y/+MUvzPbPZcuWSRJfWVkZXnjhBfj7+0Mmk+HAgQOi/ZbEJGV/tTd79UVHIMV7OVhYcuw7U7ydLVq0CHl5eXj77bcxYcIElJWVobi4GMHBwQAerR/XeU0sjUaD4uJiaLVaTJgwAe+88w62bt3q0Es0AACI2WTPnj20YcMG2rlzJwEgnU5nkicjI4MCAgKopKSEzp07R7Nnz6bx48dTW1ubkCc+Pp7Cw8OpvLycysvLKTw8nBITEy1qQ319vWjLz88nmUxGP/30k5Bn5syZlJ6eLsrX3NxsVcxLly6l+Ph4UVmNjY19jtlSzc3N9Pzzz9O+ffvoypUrVFFRQVOmTKHIyEhRPilj7Gzv3r0kl8tp586ddOnSJVq5ciW5u7tTTU2NzWXHxcVRQUEBXbx4kc6fP0/z5s2joKAgunfvnpDHktfbUtnZ2RQWFiYqS6/XC/tzc3NJqVTS/v376cKFC7Ro0SLy8/OjO3fuWB2jXq8X1VdSUkIAqLS0VJL4iouLaf369bR//34CQP/4xz9E+y2JScr+ak/27IuOQIr3crCw5Nh3pniHIh5gSaS6utrsAKu5uZnkcjnt3btXSLt58yYNGzaMjhw5QkREly5dIgD07bffCnkqKioIAF25cqXPbZk/fz7NmTNHlDZz5kxauXJln8syZ+nSpTR//vxu91sSs61Onz5NAET/WKSMsbNf/epXlJGRIUobO3YsvfXWW5LXpdfrCQCdOHFCSOvt9e6L7OxsGj9+vNl9HR0dpFarKTc3V0h7+PAhqVQq2rFjhyT1ExGtXLmSxowZQx0dHUQkbXxd/ylbElN/9Fep9GdfHGjWvJeDWddj39njHQr4K0I7O3v2LIxGo2iRNH9/f4SHhwuLqlVUVEClUonuffbcc89BpVJ1u/Bad27duoVDhw4hLS3NZF9hYSG8vb0RFhaGtWvX4u7du1ZGBWi1Wvj4+CA0NBTp6enQ6/XCPktitpXBYIBMJsPo0aNF6VLGCFi3KJ4tDAYDAJjc5LWn17uvqqqq4O/vD41Gg+TkZFy7dg3Ao9tRNDQ0iGJVKBSYOXOmZLG2trbib3/7G373u9+JpldLGV9nlsTUH/1VCv3dFx1Nf/TPgdT12Hf2eIcCXqbBzhoaGuDi4iK6+SsA+Pr6CtNOGxoa4OPjY/JcHx+fPi8Ct3v3biiVSrz44oui9JSUFGg0GqjValy8eBFZWVn4/vvvTWZmWCIhIQG//vWvERwcjOrqavz5z3/GnDlzcPbsWSgUCotitsXDhw/x1ltv4Te/+Y3oxq9SxvjYv//9b7S3t5tMH5Yqls6ICJmZmZg2bRrCw8OF9N5e776YMmUK9uzZg9DQUNy6dQvvvvsupk6disrKSiEec7HW1NTYHiCAAwcOoLm5GampqUKalPF1ZUlM9u6vUunPvuiI+qN/DhRzx74zxztU8ACrDwoLC/Hqq68Kjw8fPtzj3b97Ql0WVTO3WFrXPJa0IT8/HykpKSZrm6Snpwt/h4eH45lnnsHkyZNx7tw5TJo0qdt2mqtv0aJForImT56M4OBgHDp0yGRg11s8ltb5OEaj0Yjk5GR0dHRg27ZtksRoib4uimeN5cuX44cffsDXX38tSrf29TYnISFB+DsiIgLR0dEYM2YMdu/eLfyw3J6x7tq1CwkJCfD39xfSpIyvO9bEZI/3WAr90RcdmTPG392xDzhnvEMFD7D6ICkpSfQ1XkBAQK/PUavVaG1tRVNTk+gTsl6vF9b8UKvVuHXrlslzb9++bfLppac2nDx5ElevXsW+fft6bdekSZMgl8tRVVXV4+DDkpj9/PwQHByMqqoqIZ7eYu5Jd3UajUYsXLgQ1dXVOH78uOjqlS0x9sSaRfGssWLFChw8eBBlZWUIDAzsMW/X19sW7u7uiIiIQFVVFRYsWADg0SfnzreekCrWmpoaHD16FEVFRT3mkzK+xzMke4rJ1v7aX/qrLzoqS97Lwai7Y99Z4x1K+DdYfaBUKhESEiJsbm5uvT4nMjIScrlc9DVVfX09Ll68KJy8o6OjYTAYcPr0aSHPqVOnYDAYTE7wPbVh165diIyMxPjx43ttV2VlJYxGY6/3cLIk5sbGRty4cUMoy5KY+1rn48FVVVUVjh49atHqvZbG2BNrFsXrCyLC8uXLUVRUhOPHj0Oj0fT6nK6vty1aWlpw+fJl+Pn5CV+vdo61tbUVJ06ckCTWgoIC+Pj4CDdL7o6U8VkSk639tb/Yuy86Onv3z/7W27HvbPEOSQPxy3pn0tjYSDqdjg4dOkQAaO/evaTT6ai+vl7Ik5GRQYGBgXT06FE6d+4czZkzx+wyDePGjaOKigqqqKigiIgIi5dpICIyGAw0cuRI2r59u8m+H3/8kTZs2EDfffcdVVdX06FDh2js2LE0ceLEPk9Dv3v3Lq1Zs4bKy8upurqaSktLKTo6mgICAkymvfcWs6WMRiMlJSVRYGAgnT9/XjSdv6WlRfIYu3o8NX7Xrl106dIlWrVqFbm7u9P169dtKpeI6LXXXiOVSkVarVYU1/3794nI8tfbUmvWrCGtVkvXrl2jb7/9lhITE0mpVAqx5ObmkkqloqKiIrpw4QItXrxYkmnh7e3tFBQURG+++aYoXYr47t69SzqdjnQ6HQGgLVu2kE6nE2aYWhKTlP3VnuzZFx2BFO/lYNHbsU/kXPEORTzAslFBQQEBMNmys7OFPA8ePKDly5eTp6cnubm5UWJiItXW1orKaWxspJSUFFIqlaRUKiklJYWamposbseHH35Ibm5uZtd9qq2tpRkzZpCnpye5uLjQmDFj6PXXX7dqLaX79+9TbGwsPfnkkySXyykoKIiWLl1qEo8lMVvq8RIY5rbHaylJGaM5H3zwAQUHB5OLiwtNmjRJtIyCLbqLq6CggIgsf70t9XgdHblcTv7+/vTiiy9SZWWlsL+jo4Oys7NJrVaTQqGgGTNm0IULF2yO88svvyQAdPXqVVG6FPGVlpaafQ2XLl1qcUxS9ld7s1dfdARSvJeDRW/HPpFzxTsUyYj+d0tqxhhjjDEmCf4NFmOMMcaYxHiAxRhjjDEmMR5gMcYYY4xJjAdYjDHGGGMS4wEWY4wxxpjEeIDFGGOMMSYxHmAxxhhjjEmMB1iMMcYcnkwmg0wmw+jRo20qR6vVCmU9vv8mY/bAAyzGzLh+/bpwEp4wYYLN5Un1z4ExR5eamir0985bfHy8SV6NRoMjR44Ig57m5uYeyy4oKMC//vUv4bFOp8PEiRPh4eGBpKQkNDU1Cfva2towadIkfPfdd6Iypk6divr6eixcuNC2QBnrBQ+wGOvB0aNHcezYMZvLqa+vR15enu0NYmwQiI+PR319vWj79NNPRXl++OEHNDY2Yvbs2RaXO3r0aPj4+AiPX3nlFcyZMwfnzp1Dc3MzNm7cKOzbvHkzpk2bhqioKFEZLi4uUKvVZm9cz5iURgx0AxhzZF5eXvDy8rK5HLVaDZVKJUGLGHN8CoUCarW6xzyff/454uLioFAorK7n8uXLKCwsRGhoKBYvXowvvvgCAHDt2jXk5+fj7NmzVpfNmK34ChZzerdv34ZarRZ9uj116hRcXFzw1Vdf9ams1NRULFiwABs3boSvry9Gjx6NDRs2oK2tDX/84x/h6emJwMBA5OfnSx0GY07l4MGDmD9/vk1ljB8/HiUlJWhra8OxY8cwbtw4AEBGRgbee+89KJVKKZrKmFV4gMWc3pNPPon8/Hzk5OTgzJkzuHfvHn7729/iD3/4A2JjY/tc3vHjx1FXV4eysjJs2bIFOTk5SExMxBNPPIFTp04hIyMDGRkZuHHjhh2iYczxffHFF/Dw8BBt77zzjrD/5s2b+P777zF37lyb6vnoo4/w97//HWPGjIGLiwuysrKwZ88ejBw5ElFRUYiLi0NISAj+9Kc/2RoSY33GXxGyIWHu3LlIT09HSkoKoqKi4OrqitzcXKvK8vT0xNatWzFs2DD88pe/xHvvvYf79+9j3bp1AICsrCzk5ubim2++QXJyspRhMDYozJ49G9u3bxeleXp6Cn8fPHgQMTExojRrhIWF4cSJE8LjxsZG5OTkoKysDCtWrEBMTAyKiooQFRWFKVOm4IUXXrCpPsb6ggdYbMjYvHkzwsPD8dlnn+HMmTNwdXW1qpywsDAMG/b/i7++vr4IDw8XHg8fPhxeXl7Q6/U2t5mxwcjd3R0hISHd7pfi60FzVq9ejVWrViEwMBBarRbvvvsu3N3dMW/ePGi1Wh5gsX7FXxGyIePatWuoq6tDR0cHampqrC5HLpeLHstkMrNpHR0dVtfBmLO6d+8eSktLkZSUJGm5x44dw5UrV7B8+XIAQHt7O4xGIwDAaDSivb1d0voY6w1fwWJDQmtrK1JSUrBo0SKMHTsWaWlpuHDhAnx9fQe6aYw5nZaWFjQ0NIjSRowYAW9vbxw5cgTPPPMMnn76acnqe/DgAZYtW4a9e/cKV5djYmLwwQcfYNmyZdi/fz+2bNkiWX2MWYKvYLEhYf369TAYDNi6dSveeOMNPPvss0hLSxvoZjHmlI4cOQI/Pz/RNm3aNACPlmfo+vXg46u9I0ZY95n/7bffRmJiomhR4K1bt+L8+fOYMWMGEhMT8dJLL1kXDGNW4itYzOlptVrk5eWhtLQUo0aNAgB88sknGDduHLZv347XXnttgFvImPP4+OOP8fHHH5vd197ejuLiYhw+fFiUrtfr4e7uDg8PD6vq3LRpk0laSEgITp8+bVV5jEmBB1jM6c2aNUv4LcZjQUFBvd6Wwxxz/zi0Wq1J2vXr1/tcNmPOrrGxEatXrxZWV29pacFPP/2Ev/71r3j++ed7ff7ixYvh5eWFn3/+2eo2nDx5EgkJCWhpacG8efOsLoex3siIiAa6EYw5muvXr0Oj0cDNzQ0TJkxAeXm5TeV5eHigra0Nrq6uVg3sGHNGBw4cwJIlSzB16lTs3LkTQUFB3eb98ccfATyapavRaKyu88GDB7h58yaAR8dlbyvOM2YtHmAxZkZbW5twFUqhUOCpp56yqTyp/jkwxhgbHHiAxRhjjDEmMZ5FyBhjjDEmMR5gMcYYY4xJjAdYjDHGGGMS4wEWY4wxxpjEeIDFGGOMMSYxHmAxxhhjjEmMB1iMMcYYYxLjARZjjDHGmMT+C3nXGVbeK7sZAAAAAElFTkSuQmCC",
      "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": [
      "0.9659258262890683 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": 38,
   "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": [
      "0.02575095350710654 7.87909033256622e-05\n",
      "0.006764770613598027\n",
      "7.87909033256622e-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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jGRkZ2L9/P6f2WJZFRUWF1fqTBw4caLIk0ogRI5CVlSVYu56ACiU7XLt2DQkJCWJ3g0Kh+AgFBQVo06aN2N2gtCBqa2uRkhSEomIj77qCgoJQWVlptW/RokVYvHhxk7IlJSUwGo2IiYmx2h8TE9NknUl7vPvuu6iqqsLEiRMt+4qKihzWKUS7noAKJTsEBwcDMA2OISEhIvfGNd7Zfharf8vD9EFJ+L8RncXuDsUNJn/2O05eLceHD/bGnZ2jxe5Oi0aj0SAhIcEyJlAo3kKn06Go2IjLuckICXbfmqmpYJGUltfkeWbLmtSQxhYoW1YpW6xfvx6LFy/GDz/8gOho6/GLS53utuspqFCyg/lNCQkJkZxQUvsHQqYOgH9gsOT6TjGh8g+ETK1HQGAQfQ99BOqCp4hFUDCDoGD3P38sXHueRUZGQi6XN7HiFBcXN7H2NGbjxo2YOXMmvv32W9x9991Wx2JjYx3WyaddT0Id7s0YOqxLF/pMplAoZoyE5b25gkqlQlpaGnJycqz25+TkYNCgQXbPW79+PWbMmIF169Zh9OjRTY6np6c3qXP79u2WOt1t19NQi1IzxDKPkT5sJYv5raNTUikUCgsClsdo4M658+fPx9SpU9G3b1+kp6fjs88+Q35+PmbPng0AWLhwIa5evYq1a9cCMImkadOm4YMPPsDAgQMtViF/f3+EhoYCAJ5++mncfvvtePPNNzFu3Dj88MMP2LFjB/bt28e5XTGgQqkZQh+uzQeavINCoYjBpEmTUFpaildffRWFhYXo3r07srOzkZSUBAAoLCy0ym20YsUKGAwGzJ07F3PnzrXsnz59OlavXg0AGDRoEDZs2IAXX3wRL730Etq1a4eNGzdiwIABnNsVA48JpYKCAuTl5aG6uhpRUVHo1q2b08AxijCYH64MNSlJlvp4GKqUKJSWDgsWrjnPmp7vDnPmzMGcOXNsHjOLHzO7du3iVOf999+P+++/3+12xUDQGKXLly9j4cKFSE5ORnJyMoYOHYrMzEz07dsXoaGhGD58OL799luwrOtvmispzfft24fBgwcjIiIC/v7+6Ny5M95//30+lyZJaJyLdKFvHYVCMWMkhPdGcR/BhNLTTz+N1NRUnD9/Hq+++ipOnTqF8vJy0/TGoiJkZ2fjtttuw0svvYQePXrg8OHDnOt2NaV5YGAgnnjiCezZswdnzpzBiy++iBdffBGfffaZUJfr05A6KwR92EoXs8il4xuFQqGIi2CuN5VKhb///htRUVFNjkVHR+POO+/EnXfeiUWLFiE7OxuXL19Gv379ONX93nvvYebMmXjkkUcAAFlZWdi2bRuWL19uM6V579690bt3b8vr5ORkbNq0CXv37sWjjz7q5hVKB/pwbT7Qt5JCoYgRzE2pRzCh9Pbbb3MuO2rUKM5lhUhpfuzYMezfvx+vvfYa53abA9T1Jl3M8WVU9FIoFBYERiqURMNjwdxGoxElJSVgGAYRERGQy+Vu1cMnpXmbNm1w48YNGAwGLF682GKRsoVWq4VWq7W81mg0bvXXl6DB3BKGvnUUCoXiEwiecHLz5s0YPHgwAgICEB8fj7i4OAQEBGDw4MH4/vvv3a7XnZTme/fuxZEjR/Dpp58iKyvLsjqxLZYuXYrQ0FDLJuV13kidGYJalKRL/Zw3+kuQQmnpmF1vfDaK+wgqlFasWIHJkyejR48e2LhxI/bt24e9e/di48aN6NGjByZPnozPP//cpTr5pDRPSUlBamoqZs2ahWeeecbm4n9mFi5ciPLycstWUFDgUj99CfqVaD5Q1xuFQqGz3sRFUNfb22+/jWXLlmHmzJlNjo0fPx79+vXD66+/jlmzZnGus2FK83vvvdeyPycnB+PGjeNcDyHEyrXWGLVa3WzyPNXnUaJIFcusN3G7QaFQKC0eQYXS1atXcdttt9k9PmjQIFy7ds3lel1Npf7JJ58gMTERnTt3BmDKq/TOO+/gySefdOOqJAz1vUkWGl9GoVDMsHUbn/Mp7iOoUOrWrRs+++wzvPvuuzaPf/755+jWrZvL9bqaSp1lWSxcuBCXLl2CQqFAu3bt8MYbb+Cxxx5z78IkBs2jJH3q8yhRmxKF0tIx8pz1xudcisBC6d1338Xo0aOxdetWZGRkICYmBgzDoKioCDk5Obh8+TKys7PdqtuVVOpPPvlky7MeNYA+W6UPNQZSKBQzRmLa+JxPcR9BhdLQoUNx8uRJLF++HL///rslADs2NhZjxozB7NmzkZycLGSTFBuYvxP0YSt9qOilUCgUcRE8j1JycjLefPNNoauluAGNc5Eu9L2jUChmaIySuHgs4SRFPCyz3uizVrLUz3qjJiUKpaXDgoGRx48nlv7w4oXgCSfNjB49GoWFhU3+pngD+nBtLlDXG4VCoYiLxyxKe/bsQU1NTZO/KZ6H5lFqPlChRKFQWGLa+JxPcR/qemvGUNebdHG2PA+FQmk5GHm63vicS/Gg640iHvUxSvTLIVXq13qjUCgUiphQi1IzhAYASx+acJJCoZihFiVxoUKpGUKfrc0H+lZSKBSWMGAJj1lvPM6lUNdbs4Z63qQLfesoFArFN/CYRalhfAyNlfEulszc9HErWZj6REoUCqWFQ11v4uIxodQwtoLGWXgXerulT30wN30zKZSWjhEyGHk4gIwC9qUl4jHXW0VFBdq2bdvkb3dZtmwZUlJS4Ofnh7S0NOzdu9du2U2bNmH48OGIiopCSEgI0tPTsW3bNl7tSwnzw5Ua8qQPFb0UCoXUxSi5uxEao8QLScQobdy4EfPmzcMLL7yAY8eOYciQIcjMzER+fr7N8nv27MHw4cORnZ2N3Nxc3HHHHRg7diyOHTvm5Z6LC/1qSBcqcikUCsU38IhQSk5OxquvvmpXyLjKe++9h5kzZ+KRRx5Bly5dkJWVhYSEBCxfvtxm+aysLDz33HPo168fOnTogCVLlqBDhw746aefBOmPz0PXemsGmN48alCiUCjmGCU+G8V9PCKUnn32Wfzwww9o27Ythg8fjg0bNkCr1bpVl06nQ25uLjIyMqz2Z2RkYP/+/ZzqYFkWFRUVCA8Pt1tGq9VCo9FYbVKFPlylT30eJXH7QaFQxMdIZLw3ivt45O49+eSTyM3NRW5uLrp27YqnnnoKcXFxeOKJJ3D06FGX6iopKYHRaERMTIzV/piYGBQVFXGq491330VVVRUmTpxot8zSpUsRGhpq2RISElzqpy9hDp6ns96kCw3mplAoFN/AozKzZ8+e+OCDD3D16lUsWrQI//nPf9CvXz/07NkTX3zxhUuz4RqnGCCEcEo7sH79eixevBgbN25EdHS03XILFy5EeXm5ZSsoKODcN1+Fut4oFApF+rBgwELGY6MPAz54NDO3Xq/H5s2bsWrVKuTk5GDgwIGYOXMmrl27hhdeeAE7duzAunXrHNYRGRkJuVzexHpUXFzcxMrUmI0bN2LmzJn49ttvcffddzssq1aroVaruV2Yj0NtENKHut4oFIoZmkdJXDwilI4ePYpVq1Zh/fr1kMvlmDp1Kt5//3107tzZUiYjIwO3336707pUKhXS0tKQk5ODe++917I/JycH48aNs3ve+vXr8c9//hPr16/H6NGj+V2QxKAPV+nD0GBuCoVC8Qk8IpT69euH4cOHY/ny5Rg/fjyUSmWTMl27dsXkyZM51Td//nxMnToVffv2RXp6Oj777DPk5+dj9uzZAExus6tXr2Lt2rUATCJp2rRp+OCDDzBw4ECLNcrf3x+hoaECXaXvYsnMTX1vksXy1lHVS6G0ePgGZBvpOMILjwilixcvIikpyWGZwMBArFq1ilN9kyZNQmlpKV599VUUFhaie/fuyM7OtrRRWFholYpgxYoVMBgMmDt3LubOnWvZP336dKxevdr1C5IoVCZRKBSK9DHFKPFYFJc+DXjhEaHkTCQB3IOxzcyZMwdz5syxeayx+Nm1axfnepsjlllv9LshWehSbxQKheIbCDbrrUuXLli3bh10Op3DcufPn8fjjz+ON998U6imKY2gD1fpY4lRom8mhdLiYevWenN3Y6WxCIfPItjd++STT/D+++8jJiYGkyZNwttvv42vv/4a3333Hf7zn/9g/vz56N+/P3r37o3Q0FC71iGKAJgzc4vbCwofLLPeqFKiUFo6YiWcdGWN1cLCQkyZMgWdOnWCTCbDvHnzmpQZNmwYGIZpsjWccLV48eImx2NjY93qv1AI5nq78847cfjwYezfvx8bN27EunXrkJeXh5qaGkRGRqJ3796YNm0aHn74YYSFhQnVLMUBNJibQqFQpA/L0yrEuuFnMK+xumzZMgwePBgrVqxAZmYmTp8+jcTExCbltVotoqKi8MILL+D999+3WeemTZusvE6lpaXo2bMnHnjgAaty3bp1w44dOyyv5XK5y/0XEsFjlAYNGoRBgwYJXS3FBczZnKlOki71mbkpFArF+zRcYxUwraG6bds2LF++HEuXLm1SPjk5GR988AEA4IsvvrBZZ+NlxDZs2ICAgIAmQkmhUIhuRWoIdVw2Q6i3RvqYrYH0vaRQKEbC8N4ANFnP1N4arEKsscqFlStXYvLkyQgMDLTaf/78ecTHxyMlJQWTJ0/GxYsXBWvTHQSzKM2fP9/lc1588UWHC9VS3IPQGCXJQy1KFArFjDko2/3zTSNJ4zVMFy1ahMWLFzcpL8Qaq844dOgQTp48iZUrV1rtHzBgANauXYuOHTvi+vXreO211zBo0CCcOnUKERERgrTtKoIJpaysLKSnp0OlUnEqv2/fPjzxxBNUKHkS6nuTLPSto1AoQlNQUICQkBDLa2fLdrm7xioXVq5cie7du6N///5W+zMzMy1/p6amIj09He3atcOaNWvcMsgIgaAxSps3b3a48GxDgoODhWya0gBLjJLI/aDwh856o1AoLJGB5ZGZm60bR0JCQqyEkj34rLHKherqamzYsAGvvvqq07KBgYFITU3F+fPnebfrLoLFKK1atcql5UFWrFghyA2nNIU+W6UPFbkUCsUMnxxK7rjtGq6x2pCcnBxBJmt988030Gq1ePjhh52W1Wq1OHPmDOLi4ni36y6CWZSmT5/uUvkpU6YI1TSlEfVrvYnaDQoPaDA3hUIRE1fXWAWA48ePAwAqKytx48YNHD9+HCqVCl27drWqe+XKlRg/frzNmKMFCxZg7NixSExMRHFxMV577TVoNBqXNYaQeGQJE4pvwFC7hGSh7xyFQjHDApaZa+6e7yqurrEKAL1797b8nZubi3Xr1iEpKQl5eXmW/efOncO+ffuwfft2m+1euXIFDz74IEpKShAVFYWBAwfi999/57Q0mqcQTCiFh4fj3LlziIyM5FQ+MTERe/fuFfXimyuWWW/0aSt5CJ33RqG0ePgnnHTvXFfWWAW4xVR27NjRYbkNGzZw7p+3EEwolZWV4ZdffuEcp1RaWgqj0ci5/mXLluHtt99GYWEhunXrhqysLAwZMsRm2cLCQjz77LPIzc3F+fPn8dRTTyErK4tzW9KHPlwlj2UJE3G7QaFQKC0dQV1vnvIheiKVenOG5lGSPpZFcUXuB4VCER8+67WZz6e4j2B3j2VZl7e2bdtyqrthKvUuXbogKysLCQkJWL58uc3y5lTq06ZNc2kmXnODut6kC33vKBSKGRYM743iPj4fzG1Opf78889b7Rc6lbpWq7VK567RaASr29tYZr3RL4fkoa43CoVCLUri4vN3zxup1AFg6dKlCA0NtWyNU71LCZqkUPrUL2FC30sKhUIRE58XSmY8mUodMOWEKC8vt2wFBQWC1e1tLI9WalCSLAwN5qZQKHV4O+EkxRqfd715OpW6GbVa7XTdG6lBdZJ0oW5TCoVihiUMWD55lHicS5GARcnTqdSbI/V5lOiXg0KhUCgUPghqUeISAK1QKBAQEOBSvZ5Mpd4cod4a6VPveqPvJoXS0mF5us/4JKukCCyUwsLCOFkxAgMDMXz4cHzwwQdo06aN0/KeSqXeXDE/XKk9SbrQGCUKhWKGJTKwPGau8TmXIrBQ2rlzp9MyLMvi+vXr+OSTT/Doo48iOzubU92eSKXe3KGeNylD3zwKhULxBQQVSlqtFnfccQeUSqXTsj169MDAgQOFbJ7SCCqUpIvFoiRuNygUig9gBAMjjx9PfM6lCBzMPXv2bERFRWHSpElYt24dysrK7JZt3749vvzySyGbp9RBjWnNB/peUigUs+uNz0ZxH0Hv3sWLF7Fnzx6kpqYiKysLsbGxuOuuu/Dhhx82iQ1SqVQYN26ckM1T6jAnKaRTzKULTThJoVAovoHgMrNHjx548cUXcejQIVy8eBEPPPAAtm7dii5duqBnz554+eWXceTIEaGbpdiAut6kC33vKBSKGSPq3W/ubRQ+eNQeFx8fj9mzZyM7OxslJSV4+eWXkZeXh5EjR2LJkiWebLpFQ9010sdsDaTvJYVCoa43cfFaZu7AwEBMmDABEyZMAMuyKC0t9VbTLQ76cG0+0LeSQqHQRXHFRdC7N2rUKJSXl1tev/7661YB3aWlpejatStkMhmioqKEbJrSAEuMEvXfSBbLW0dVL4VCoYiKoEJp27Zt0Gq1ltdvvvkmbt68aXltMBhw9uxZIZukOIDKJOlC3zsKhWKGgAHLYyN0ROGFoK63xkkeadJHcahf603cflDcx2wNpN8gCoVCXW/iQu9eM4Q+XJsP9LcGhUKhiIugFiWGYZrExdA4GREwW5SouVXyXL5ZjQN/lyJAJUegWg5/lQIBSjn8VXKoFTL6/aJQWgAsYcAS97/rfM6leMD1NmPGDKjVagBAbW0tZs+ejcDAQACwil+ieB76DJUuSrnpzfvpj2v46Y9rNsvIZYxFNAWoTCIqUFX/OkClgL9KXrdPUbfPtD/AXE5Z91pdd0xpOkeloMZmCsVXMEIGIw8HEJ9zKQILpenTp1u9fvjhh5uUmTZtmlt1L1u2DG+//TYKCwvRrVs3ZGVlYciQIXbL7969G/Pnz8epU6cQHx+P5557DrNnz3arbalRn5mbIlXuT0vAueuVuFmlQ7XOgBqdEdV6I6q1RuiMLADAyBJUaA2o0BoEb18hY6BWyOCnlNf/b/lbBrVCbvW/Vbkm5ev/91PIoFbKoZLLoFIwUMplUClkUMpNm6rutVxGP70UCsU3EFQorVq1SsjqLGzcuBHz5s3DsmXLMHjwYKxYsQKZmZk4ffo0EhMTm5S/dOkSRo0ahVmzZuGrr77Cb7/9hjlz5iAqKgoTJkzwSB99CRrXIn06xQZjzT/72zxmMLKo1htRozOiSmtAtc6IGr3R9L/OgCqtse543TGdEVUN/q7WGVFt57WBNX14DCyBQWdElU6cnL4yBhYRpTKLKIUMSjnTZL9SIbMWXnX7lDIGCrkMChkDhZyBXNZ0n6LJa1n9vrrj2qoqUe4BhWKGut7ExWsJJ/nw3nvvYebMmXjkkUcAAFlZWdi2bRuWL1+OpUuXNin/6aefIjExEVlZWQCALl264MiRI3jnnXc8LpQIISDEFCZECKn732TlIaTR343LNDqXJSargd7IwsASGFkWeiOx7DP9T2BgTccNRlOZm9U6ANT11lxRyGUIkcsQ4qcUvG6dgUVNnfCq1RuhNbBW/1v9bWChrXutrXtdqzdCq2dRa6j/v/6c+vI6Iwu9kYXOYPpfb7RW9yyBqV4DK/g1ugqrrRa7C5QWDgsZWB7uMz7nUiQglHQ6HXJzc/H8889b7c/IyMD+/fttnnPgwAFkZGRY7RsxYgRWrlwJvV4PpbLpA0ar1VrFUJkTZ6a9/ANk6oAGAqYuVtqOIPIltNVV0Gg0YneDIjEYAAEMEKACoAJMk2Nl8ORwQQipE08EegMLg9EkkvQsC4PR9MNAa6j7m20oskzl9UZT2fp9DX5A1NVhbPC36YcFCyMhdT8+WBhYk7XO/APEXL62mkEBaLoTCqWl4vNCqaSkBEajETExMVb7Y2JiUFRUZPOcoqIim+UNBgNKSkoQFxfX5JylS5filVdeabL/wgfuxVT5AuOzxO4BhdJ8KC0tRWhoqNjdoLRAjISBkYf7jM+5FAkIJTONp0ETQhxOjbZV3tZ+MwsXLsT8+fMtr8vKypCUlIT8/HxRBkeNRoOEhAQUFBQgJCTE6+37Qh/Ebt8X+tDS2/eFPpSXlyMxMRHh4eFeb5tCAWiMktj4vFCKjIyEXC5vYj0qLi5uYjUyExsba7O8QqFARESEzXPUarUlrUFDQkNDRXtAAEBISIio7ftCH8Ru3xf60NLb94U+yGQ0zoMiDoTIwPLIrk1oZm5e+PzdU6lUSEtLQ05OjtX+nJwcDBo0yOY56enpTcpv374dffv2tRmfRKFQKBQKhWILnxdKADB//nz85z//wRdffIEzZ87gmWeeQX5+viUv0sKFC63yM82ePRuXL1/G/PnzcebMGXzxxRdYuXIlFixYINYlUCgUCoXiFkYwvDeK+/i86w0AJk2ahNLSUrz66qsoLCxE9+7dkZ2djaSkJABAYWEh8vPzLeVTUlKQnZ2NZ555Bp988gni4+Px4YcfupQaQK1WY9GiRTbdcd5A7PZ9oQ9it+8LfWjp7ftCH8Run0JhCb84I5ZO2OQFQ+icVwqFQqFQfA6NRoPQ0FD8Y9dEqIJUbtejq9Rh1bBvUF5eLnqsoRSRhEWJQqFQKJSWCsszmJvPuRSJxChRKBQKhdJSYcHw3txh2bJlSElJgZ+fH9LS0rB37167ZQsLCzFlyhR06tQJMpkM8+bNa1Jm9erVYBimyVZbW+t2u96ACiUKhUKhUChWmNdYfeGFF3Ds2DEMGTIEmZmZVvHADdFqtYiKisILL7yAnj172q03JCQEhYWFVpufn5/b7XoDKpQoFAqFQvFhzJm5+Wyu0nCN1S5duiArKwsJCQlYvny5zfLJycn44IMPMG3aNIdJmhmGQWxsrNXGp11v0CKF0qZNmzBixAhERkaCYRgcP368SRmtVosnn3wSkZGRCAwMxD333IMrV65Ylbl16xamTp2K0NBQhIaGYurUqSgrK3OrT7bMkQzD4O2337aUGTZsWJPjkydPdqu9xsyYMaNJ3QMHDrQqw+WeuINer8e//vUvpKamIjAwEPHx8Zg2bRquXbtmVc6T128Lb5l/ly5din79+iE4OBjR0dEYP348zp49a1WGy/vDh8WLFzepv+EARgjB4sWLER8fD39/fwwbNgynTp0SrP3k5GSbn/+5c+cC8Mz179mzB2PHjkV8fDwYhsH3339vdZzLNXvqO0GhNMQco8RncwXzGquN10x1tMYqVyorK5GUlIQ2bdpgzJgxOHbsmFfa5UOLFEpVVVUYPHgw3njjDbtl5s2bh82bN2PDhg3Yt28fKisrMWbMGBiNRkuZKVOm4Pjx49i6dSu2bt2K48ePY+rUqW71qbEp8osvvgDDME1SGsyaNcuq3IoVK9xqzxYjR460qjs7O9vqOJd74g7V1dU4evQoXnrpJRw9ehSbNm3CuXPncM899zQp68nrb4g3zb+7d+/G3Llz8fvvvyMnJwcGgwEZGRmoqqqyKufs/eFLt27drOo/ceKE5dhbb72F9957Dx9//DEOHz6M2NhYDB8+HBUVFYK0ffjwYau2zQljH3jgAUsZoa+/qqoKPXv2xMcff2zzOJdr9tR3gkLxBBqNxmpruBB8Q9xZY5ULnTt3xurVq/Hjjz9i/fr18PPzw+DBg3H+/HmPtsuXFjnrzSxm8vLybB4vLy/HypUr8eWXX+Luu+8GAHz11VdISEjAjh07MGLECJw5cwZbt27F77//jgEDBgAAPv/8c6Snp+Ps2bPo1KmTS31qbH784YcfcMcdd6Bt27ZW+wMCApqUFQq1Wm23bi73xF1CQ0ObZFL/6KOP0L9/f+Tn5yMxMdGy35PX35CG5l8AyMrKwrZt27B8+XIsXbpU0La2bt1q9XrVqlWIjo5Gbm4ubr/9dst+R++PECgUCpv1E0KQlZWFF154Affddx8AYM2aNYiJicG6devw2GOP8W47KirK6vUbb7yBdu3aYejQoZZ9Ql9/ZmYmMjMzbR7jcs2e/E5QKA1hwXOtt7pg7oSEBKv9ixYtwuLFi+2e5+oaq84YOHCglSV48ODB6NOnDz766CN8+OGHHmuXLy3SouSM3Nxc6PV6K/NffHw8unfvbjH/HThwAKGhoRaRBJg+BKGhobxNhNevX8eWLVswc+bMJse+/vprREZGolu3bliwYIFgv+gBYNeuXYiOjkbHjh0xa9YsFBcXW45xuSdCUl5eDoZhEBYWZrXfk9dvRmzzb3l5OQA0WYTV0fsjBOfPn0d8fDxSUlIwefJkXLx4EQBw6dIlFBUVWd0PtVqNoUOHeuR+6HQ6fPXVV/jnP/9pNTh6+vobwuWavf2doLRcCM8Zb6ROKBUUFKC8vNyyLVy40GZ77qyx6g4ymQz9+vWzWJS81a6rtEiLkjOKioqgUqnQqlUrq/0NzX9FRUWIjo5ucm50dDRvE+GaNWsQHBxs+SVr5qGHHkJKSgpiY2Nx8uRJLFy4EH/88UcTa4w7ZGZm4oEHHkBSUhIuXbqEl156CXfeeSdyc3OhVqs53ROhqK2txfPPP48pU6ZYJUfz5PU3REzzLyEE8+fPx2233Ybu3btb9jt7f/gyYMAArF27Fh07dsT169fx2muvYdCgQTh16pTlmm3dj8uXL/NuuzHff/89ysrKMGPGDMs+T19/Y7hcsze/E5SWDUt4WpTqzuW6sHTDNVbvvfdey/6cnByMGzfO7X40hhCC48ePIzU11avtukqzF0pff/21lWvgl19+wZAhQ9yqq7H5z5YpkIuJ0FmfvvjiCzz00ENWUyYBU3yOme7du6NDhw7o27cvjh49ij59+nC+DlvtT5o0yaruvn37IikpCVu2bGki2BrijknU0fXr9XpMnjwZLMti2bJlVucJdf1cEcP8+8QTT+DPP//Evn37rPa7+/5wpaELKjU1Fenp6WjXrh3WrFljMZV7636sXLkSmZmZiI+Pt+zz9PXbw51rFttNQKEIwfz58zF16lT07dsX6enp+Oyzz5qssXr16lWsXbvWco55YlRlZSVu3LiB48ePQ6VSoWvXrgCAV155BQMHDkSHDh2g0Wjw4Ycf4vjx4/jkk084tysGzV4o3XPPPVbusdatWzs9JzY2FjqdDrdu3bL6tVhcXIxBgwZZyly/fr3JuTdu3HBqInTUp7179+Ls2bPYuHGj03726dMHSqUS58+fd0kocLkncXFxSEpKsphEudwTvu3r9XpMnDgRly5dwq+//ur0l4+71+8Mscy/Tz75JH788Ufs2bMHbdq0cVi28fsjNIGBgUhNTcX58+cxfvx4ACYLSlxcnKWMJ+7H5cuXsWPHDmzatMlhOU9fvzkWytE1C/mdoFAcIUZmblfXWAWA3r17W/7Ozc3FunXrkJSUZIkHLisrw6OPPoqioiKEhoaid+/e2LNnD/r378+5XTFo9jFKwcHBaN++vWXz9/d3ek5aWhqUSqWVS6ewsBAnT560DIDp6ekoLy/HoUOHLGUOHjyI8vJyp4Okoz6tXLkSaWlpDhN2mTl16hT0er3VQM4FLvektLQUBQUFlrq53BM+7ZtF0vnz57Fjxw5EREQ4rcfd63dGQ/NvQ3JycjzyACSE4IknnsCmTZvw66+/IiUlxek5jd8fodFqtThz5gzi4uIs7s6G90On02H37t2C3w9zIPvo0aMdlvP09XO5ZiG/ExSKI8yuNz6bO8yZMwd5eXnQarVNJpesXr0au3btsipPCGmyNZw09f777+Py5cvQarUoLi7Gtm3bkJ6e7lK7YtDsLUq2uHnzJvLz8y15esw5a8zJr0JDQzFz5kw8++yziIiIQHh4OBYsWIDU1FTL7JYuXbpg5MiRmDVrlmWK+qOPPooxY8a4POPNjEajwbfffot33323ybG///4bX3/9NUaNGoXIyEicPn0azz77LHr37o3Bgwe71Z6ZyspKLF68GBMmTEBcXBzy8vLw73//G5GRkRY/MZd74i4GgwH3338/jh49ip9//hlGo9FizQkPD4dKpfLo9dvCm+bfuXPnYt26dfjhhx8QHBxsufbQ0FD4+/tzen/4smDBAowdOxaJiYkoLi7Ga6+9Bo1Gg+nTp4NhGMybNw9LlixBhw4d0KFDByxZsgQBAQGYMmWKIO0DAMuyWLVqFaZPnw6Fon5o8tT1V1ZW4sKFC5bXly5dwvHjxxEeHo7ExESn1+zJ7wSFQvEhSAtk1apVBECTbdGiRZYyNTU15IknniDh4eHE39+fjBkzhuTn51vVU1paSh566CESHBxMgoODyUMPPURu3brldr9WrFhB/P39SVlZWZNj+fn55Pbbbyfh4eFEpVKRdu3akaeeeoqUlpa63Z6Z6upqkpGRQaKioohSqSSJiYlk+vTpTa6Xyz1xh0uXLtl8PwCQnTt3EkI8e/32+OSTT0hSUhJRqVSkT58+ZPfu3R5px961r1q1ihDC/f3hw6RJk0hcXBxRKpUkPj6e3HfffeTUqVOW4yzLkkWLFpHY2FiiVqvJ7bffTk6cOCFY+4QQsm3bNgKAnD171mq/p65/586dNu/79OnTCSHcrtlT3wkKhRBCysvLCQAydvtMct9vj7u9jd0+kwAg5eXlYl+SJGEIIcRrqoxCoVAoFAonNBoNQkNDMXrbI1AGqtyuR1+lw5YR/0F5eTmnWW8Ua5p9jBKFQqFQKBSKu7TIGCUKhUKhUKSCUHmUKO5BhRKFQqFQKD4MFUriQl1vFAqFQqFQKHbwOaG0Z88ejB07FvHx8WAYBt9//73VcUIIFi9ejPj4ePj7+2PYsGE4deqUVRmtVosnn3wSkZGRCAwMxD333IMrV6548SooFAqlHjquUfggVh4ligmfE0pVVVXo2bMnPv74Y5vH33rrLbz33nv4+OOPcfjwYcTGxmL48OFWi6POmzcPmzdvxoYNG7Bv3z5UVlZizJgxMBqN3roMCoVCsUDHNQofCMBzUVwKH3w6PQDDMNi8ebNlCQVCCOLj4zFv3jz861//AmD6lRUTE4M333wTjz32GMrLyxEVFYUvv/zSsj7UtWvXkJCQgOzsbIwYMUKsy6FQKBQ6rlE4Y04PcOeW2VAEur/4s6FKi19Hf0rTA7iJpIK5L126hKKiImRkZFj2qdVqDB06FPv378djjz2G3Nxc6PV6qzLx8fHo3r079u/fb3dA0Wq10Gq1ltcsy+LmzZuIiIigC1xSKC0YQggqKioQHx8PmUx4I7ynxjU6pgmLpz8HFN9FUkLJvLRD44U4Y2JicPnyZUsZlUpltUiluUzjRU4bsnTpUrzyyisC95hCoTQXCgoKnC5W7A6eGtfomOYZPPU5cASd9SYukhJKZhr/GiKEOP2F5KzMwoULMX/+fMvr8vJyJCYm4jaMggJKfh0WAzF/MTLe+bVlZAw4ZzyOKpSjChqQRp74SMQjVWFacJEQgt+NW6GCGioEQM2ooYAScigghxIBTBDCZfUPqgpSZqqNsCAgIKj7nwEUUCNEZnpgGYkRecZT0EELPdFCDy300EEHLYzQI4ZJRFfFAAAAS1jsNnxnaUMFPwQjHKGycAQz4QhmWkHJuJ9916chrNg94AxhrT9HBqLHPvITgoODPdqu0OOavTGt9eOrse25EUgID+Df6RaERqNBQkKCxz8HtqBCSVwkJZRiY2MBmH5dNVw1vLi42PJrLDY2FjqdDrdu3bL69VVcXOxwRW+1Wg21uqkPWAElFIzEhFIzE0m1pBpl5AZu4QZU8EN7RSoAQEGUKME1GGEAAMggRxATiiCEIZAJQTATVv/eMcAQ2T2c22zFRNW/cHBNCkaJTrI0m8cMRA8jDJY+6FCLUCYS1aQCemihQy1KcQ2lrGlx5mgmAT2VQwCYHoAachMhTCswXhKeHqXhR9LXRZO8qVgCaSpkhMJT45q9MU2mDoBfYBBCQoKEvIwWA3VbtjwkJZRSUlIQGxuLnJwc9O7dGwCg0+mwe/duvPnmmwCAtLQ0KJVK5OTkYOLEiQCAwsJCnDx5Em+99ZZofW8RCPRAryFVuEmuoww3UEZuoAZVlmP+CEJ7mIQSwzDoKO8NFdQIYkLhjyDhBjEBrkXBKK2skSrGD/2VphgTPdGhkpRBQ0pRTkqhYUsRKouwlK1BJQ4ZtkEJFcJlsYhg4hAhi4Mf0wysAA3vrY+KJkZm+hw1EUweQIxxzeiF66IIB7UoiYvPCaXKykpcuHDB8vrSpUs4fvw4wsPDkZiYiHnz5mHJkiXo0KEDOnTogCVLliAgIABTpkwBAISGhmLmzJl49tlnERERgfDwcCxYsACpqam4++67xbos7yHWrx2BRBIhBEfZnVbiiAGDYKYVWjFRCGOirdwNbWTtBGm3vjHvWG+UjAqtmGi0QrRlX8MJqLWkGgoooYcO19l8XEc+YAQCmVBEMLGIl7VDsCzMK331KOb77cOCiSEMwLN7vjau6Y2+eb8ptiGEAeEhdvicS/FBoXTkyBHccccdltdmH/v06dOxevVqPPfcc6ipqcGcOXNw69YtDBgwANu3b7fyG7///vtQKBSYOHEiampqcNddd2H16tWQy+Vevx6KbVjCogw3cINcxS1SjP6yDMgYGRiGQTSTgDJSglZMlEkcyaI87/70AfdWQ2tYuCwGQ5UToCGlKGULUUoKUU5uooqUo4qUI0wWhWCEATC5+GSQQcZI+PMtASsTH3xtXKMWJQqFOz6dR0lMzPkrhmGcdGKUfNyaRAhBOUpwlVzCDXIFBugtx3rLhiKCibWUM4sGswvEI/iAOHIFPdHiJrmOErYQHeW9LYHfF40ncdl4BtGyBMTKktGKiYZMYtdmEx8RTAaix07Dd5LPQWMe0xLmfYPN8+5GWlIr5ydRLJjvnzc/B+Y20394kncepQPjPpL8Z1gsfM6iRJEYHB/IpaQIZ9lcVKPSsk8JNaKYeEQxrRGGyPoqGYYKJDMN7oMSfohBEmKQZFXklqEYBuhxjb2Ia+xFqOCHGFki4mQpVnFPksPH3XJShlqUpAWNURIXKpSaC2JYkxwIDpYYYYAeKsYPAKCCGtWohBwKxDAJiGOSEYZImzO6PCaSfEkgCXiNfZR34BZ7A0VsHoqNBdChFgXsORSw5xDGRKGvanjTIHcpPSibuVtODAw0RolC4QwVSs0BHxJJWlKDAnIeV8nfiGDi0J0ZCAAIZlqhh2wwwhHj0JXpEZEkpkDypGWsDoaRIVweg3B5DDor+uEmW4hCYx6us/nwZ4KtRFItqTbNnLPXL18XUNTKJAgGX3+fKVbQYG5xoUKJ4jo2hEcV0eAy+QuF5DJI3RShclIKQliL1SiacZzNVvIiyQuiyHkXZIiUt0akvDU6kTSwqF8wtYK9hd912YiUtUaCvCMiZHFNLU22rsEXH6pUMPHCwNL7JiWo601cqFCi8KKMlCCPPYMSXLPsC0UEkmSdEYV4zskSBRdJ3hBIPiCMHGF2e5q5yZqWuihhr6KEvYogphXaKrojWpbgOP9U4+v0JeHEyKhYcgOD0YfeQ4pTqEVJXKhQkjredrs1EiA3yXWLSIpCayTJOiOMibR1poMqBbwGTwskHxdHjkhSdEGkrDWuGM/hqvFvVJJb+FO/F0FMWJ1gSuSWsLPhPfAF0UStSy5DXW8UCneoUKJwh5HhJrkOORQIZUyzqdow7aFDLRKYjghkXFsDSTJWJAmLo8YEykLQSdYXbRWpuGz4CwXGs6gkZfhLfwSR6taQuzok+JJoooKJM1QoSQvC0/VGLUr8oEJJynjRmqRBOS4Y/8RNFCEE4egnuxsMw0DFqNGZsb3WmSN83orUjMSRLZSMGu2VPZGk6Ix8w1moGD/IGdNwQAhBCXsNkbJ415aE8RXRRAWTU+isN2lBAPDJeEhlMT+oUKI4pJpU4m9yEtdRAABgIEMoEwEWLORwLxO0T4ukZi6QGqNk1Gin7GG1r5gtwJ/6vQhjotBJ2RchsnDXK/YF0UTjl+xCLUoUCneoUJIqHrYm6YgWF8kpXMVFkLrfI7FMItoyqQhg3F91XDCRJKRAamHiyBl6ooMMcpSRGzio+wWt5e3QXtGrSXA4Z8z3V4yHM7Uu2YQGc0sLFgwY8Jj1xuNcChVKFDvcwDVcwd8AgAjEor2sB4IZfkse+JxI8gGB5JJriwNCrEjURtEekfI4nNcfQxF7GVeNf+O6MR8pilQkyju6v6acmFYmKpisMNL0AJKCznoTFyqUpIiHrEksYS1rhMUjGeVMKWKZJIQzMbzrFkQkSVAgCS2E+LbHVUj5MYFIVd2GNmxHnNXnooLcxHnDUZSxxeilGsq/o2JZmag7DgCgpxYlCoUzVChRYCRG5JG/UIR8DMBwKBgFGIZBV6a/IPX7jEjysEDytihyB1t9dCSeWsmiMUA1EteMF3HBcBwJ8k7CdkgMwUStS3StN4nBEgYMTTgpGlQotXBukuv4ixy1LFZbhHy0QVvfWheNb188JJCkIIy40Pg6GgsnhmHQWtEOsfIky8w4ALhm+BsKRo1oueOM65wQSzC1ULGkp643SUEIz1lvVBfzggolqSHQw9lIDDhH/sBVXAQAqOGHjkxvRKO1IPWb4WVN8kGB1FzEkSPsCaeGIqmarcAZw2GwMCLWmIzOyr5QMmr+jXtbMLVQsWSkrjcKhTNUKLVANOQWTpKDqEYFAKAN2qM9071+sVqBrEnNQSS1BGHkjIb3wCya1EwAEuWdkGc8gyI2Dze1Reii7I9oeYIwjXpTMLVAV5ye5lGSFDSYW1yoUJISAj20L5EzqEYFVPBDN6Y/IhoGa0tdJFGB5FHM90XBKNBB2RvR8gSc0h9AFdHgD/0exBlT0FnZr15088XbgqmFiCUtFUqSggolcfGhQBSKt+jCpCEeyRjIZFiLJIGQqkhiGMayUZzDMAzC5FEYqB6NZHlXAAwK2Us4rNsGIzEK25i3Zir6UmyeB9EZqFCSEmzdEiZ8NndYtmwZUlJS4Ofnh7S0NOzdu9du2cLCQkyZMgWdOnWCTCbDvHnzmpT5/PPPMWTIELRq1QqtWrXC3XffjUOHDlmVWbx4sdVYzDAMYmNj3eq/ULSMUaGFU0yu4ix73PJaxajRVdYPqsYxJQI8JEQRSTKG14PUq+JIJhN+Exk5I0dHVR/0Uw2HGv6IliVC7m6uJUfwfJ85w8iavWCiQonijI0bN2LevHl44YUXcOzYMQwZMgSZmZnIz8+3WV6r1SIqKgovvPACevbsabPMrl278OCDD2Lnzp04cOAAEhMTkZGRgatXr1qV69atGwoLCy3biRMnBL8+V6CuN6ngxoOcEIK/ySnk4QwAIJxEI4qJF7pnFkQTSe426Ulx5E0B46gtL85uaiWPRrrfaCihsuyrJdVQQi2scPKWO64Zu+K0VChJCjFmvb333nuYOXMmHnnkEQBAVlYWtm3bhuXLl2Pp0qVNyicnJ+ODDz4AAHzxxRc26/z666+tXn/++ef473//i//973+YNm2aZb9CoRDditSQ5v2zqQVjIHr8QX6ziKREdEAEHHzwxPwF7U7bPKwLgluQfNDKY8HLfVMxfmAYGRiGAQsWx3W7cFi3DdVshfCNecu61AyhFiVpYRJKDI/NtfZ0Oh1yc3ORkZFhtT8jIwP79+8X7Lqqq6uh1+sRHm69nuT58+cRHx+PlJQUTJ48GRcvXhSsTXeQ3CiQnJzcxH/JMAzmzp0LAJgxY0aTYwMHDhS5196lilTgEPkfSlAIGWToxvRHR1kvS9btJojpcnNXJLnTlFACyVdFEVe81P9qokEtqUYFuYWDul9QYrzq/CRX8YY7zgtiydvjGhVKLRONRmO1abVam+VKSkpgNBoRE2MdwxoTE4OioiLB+vP888+jdevWuPvuuy37BgwYgLVr12Lbtm34/PPPUVRUhEGDBqG0tFSwdl1Fcq63w4cPw2isDxQ9efIkhg8fjgceeMCyb+TIkVi1apXltUqlgqRx4eFeSopwgvwOA/RQwx89mUEIYdxY/d0FvCaSeAgkXkhRDLlCw+sT0FUXLGuFdL9R+FO3D2XsDRzX70Zn9EMbeQfB2rAgY8RZdFcgvD2u6eisN0kh1Ky3hATr9B2LFi3C4sWL7Z5nK6eaUNb4t956C+vXr8euXbvg51e/4HZmZqbl79TUVKSnp6Ndu3ZYs2YN5s+fL0jbriI5oRQVFWX1+o033kC7du0wdGj9+lNqtdqn/JvehIDAAD1CEYEezCCona34zvPXsi+LJF5f6OYujuwhsGjyYwLRV3U3TusP4prxIs7oD6GGVKK9vJfwMWJirR8nAN4e16hFSVqQuo3P+QBQUFCAkJAQy3612naS2MjISMjl8ibWo+Li4iZWJnd45513sGTJEuzYsQM9evRwWDYwMBCpqak4f/4873bdRdJPA51Oh6+++gr//Oc/rQbdXbt2ITo6Gh07dsSsWbNQXFwsYi+9SyQTh17MEKQxQ52LJLHwsEji5WKTqjvNEwjknpMxcnRTpqOdwjQg5hlO44LxD88F03tx0WNP4I1xTWsQOH0DRRKEhIRYbfaEkkqlQlpaGnJycqz25+TkYNCgQbz68Pbbb+P//b//h61bt6Jv375Oy2u1Wpw5cwZxcXG82uWD5CxKDfn+++9RVlaGGTNmWPZlZmbigQceQFJSEi5duoSXXnoJd955J3Jzc+1+KADTm9HQX6vRaDzZdcFgiRHnyB9IYjrBnwkEAEQyHH91imFN8oJIchlPCyNPCQJvLuDE09LEMAzaKXvAnwnCBcMfSKhzv5nfL0cL87qFhF1xQo1rjsY0alGSFmIknJw/fz6mTp2Kvn37Ij09HZ999hny8/Mxe/ZsAMDChQtx9epVrF271nLO8ePHAQCVlZW4ceMGjh8/DpVKha5duwIwudteeuklrFu3DsnJyRaLVVBQEIKCggAACxYswNixY5GYmIji4mK89tpr0Gg0mD59utvXzxdJC6WVK1ciMzMT8fH1U94nTZpk+bt79+7o27cvkpKSsGXLFtx3331261q6dCleeeUVj/bXLRw8ZA3EgD/JftzEddwiNzAQGV7LB+RrIkl0gSRGkkp7bXpaQJnvmxuCKV7RFjHyJKt0AQait2TyFlQwSdQVJ9S45mhMo+kBJIZQvjcXmDRpEkpLS/Hqq6+isLAQ3bt3R3Z2NpKSkgCYEkw2zqnUu3dvy9+5ublYt24dkpKSkJeXB8CUwFKn0+H++++3Oq9hrNSVK1fw4IMPoqSkBFFRURg4cCB+//13S7tiIFmhdPnyZezYsQObNm1yWC4uLg5JSUlO/ZsLFy60ChTTaDRNAt98CR3R4jjZBw1uQg45OjIuxnx4e9qzL4kkIQSSL2fvttU3T4gnNwVTQ5FUbCzAGd0hpKnvRpAsFAzDtGjrkpDjmqMxjQZzSwyeFiW4ee6cOXMwZ84cm8dWr17dtBkn312zYHLEhg0buHTNq0hWKK1atQrR0dEYPXq0w3KlpaUoKChw6t9Uq9UOXXO+RC2pwTGyB1XQQAkVejFDEOrhmW0Ncdma5IpI8lWB5MvCiAsN+y+4EHFPMBFCcMlwClrU4Ig2B33VdyNIFuYZd5xExJKQ45qjMY263igU7kgyapVlWaxatQrTp0+HQlGv9SorK7FgwQIcOHAAeXl52LVrF8aOHYvIyEjce++9IvbYTWw8nKtJJY6QX1EFDdTwR1/mDtdFEg9rEq/s287wlEhyNyCZYeq35kTD6/JE4k3O3WDQW3UHgplW0KEWh7U5qGBvWR0XFB8P8vbmuEaFkrQwZ+bms1HcR5JCaceOHcjPz8c///lPq/1yuRwnTpzAuHHj0LFjR0yfPh0dO3bEgQMHEBwcLFJvheUvchS1qEYAgtCXuQOBTIjzk8SEqyjzhEhyRyA1V3HkCKGv2YX7rmLU6Ku+GyFMOPTQ4oh2BzTszQZdEzqLuu++r94c12iMkrTgl5Wbp9uOIk3XW0ZGhk2zvL+/P7Zt2yZCj7xHd6Y//iLH0Inp7fXp/x5zuXGs12UrkisIbr3w0G8QT6/dZr4PQvwE5eiSUzJqpKnvRq72f9CQUhzR7kBf9V0IkUU06JaAsUs+GuTtzXGNWpQoFO5I0qLU0mAbLMypYvzQQ5buvkjyVhC3WCLJFSuSEJYUW2upeTLdgLfaE9LKxKGPSkaFNPVdCJVFwgAdCo15NrrUslxxnoQGc0sMwvDfKG4jSYtSi6DuoWAgehwlu9EG7RDPpIjXHVceKmKKJG4VcivHpw1vY6tfQlmfhLIyyWQO+6RkVEhT3YUCwzkkK7ra6YrAgd4SCfIWGiNLoDOwUCl89PNMsYJvnBGNUeIH/Zb4MAZiwDGyFxrcwgVyAgai51ehm9YkjwZwO2ubi6jhalVxx0Ii5QVwhe63EBYmJ/1RMEqkKLs1EEQs9ERnoystI27Jk9ToaXZuCoULEhv5Ww4sMeJP8hvKUQoFlOjN3G5JyufTCGhN4iySnFfk2gNeqsLIEUJek1CCyQlGYsSfun3I1e6w+SOBiiX3kNdda42OCiXJQATYKG7TjJ4EzQdCCM6QXNxEMeRQoDczBMFMmCh9Ecvl5vQh6IoViSsCiiPzbC0+m8cQSjQJFd9lBy2pwU32OjTkJv7Q7bGK1avvgoD3qoWIJX+l6Z5Ti5J0oLPexIUKJR/kMs6iEJcBAD2YdIQyEU7O4IC3M3HbQyiR5LwSbg9xHqLB0yLHKyJKCNEkhGCyQYAsCL3Vd0AGOUrZQpzS/243NomKJe74K02Z0at1BpF7QqFIAx95elLMlJObuICTAIBOTG9EcF3g1gMIbk3yhkhyVSC5gNcsPm70RZD+CCGYBG47TBaJnqohYMCg0HgRFwzHHTRPxRIX/FQmoURdbxKDut1EgwolHyMErdCO6Y42aI8Epr3Y3eGGL4kkp/3gLgZ8SRhxQbC+8hFMHrAuRcnboKtyAADgkuEUCg2XHDRPxZIzzBYl6nqTDtT1Ji40PYCPwTAMUpguIEL+DHDD7ebtmW4OH3BCCSS+/ZAQDa/D7an0bq7hVtcBc+PutduozdaK9qgmFbhkOIUz+sOIkreGglHZaVqg5JTNNHWAn1IOgEU1tShJB76Woeb3MfYqVCj5AEZixCWcRgq6QM6Y3hLJPLAFsCZ5VCR5SyB5QlgK9JDmLZr4CiaBxFJ7RU/UkhokyDvYFUn1zQoolpqZnghQyQHoqeuNQuEIFUo+wFkcwzXkQYNb6IPbxe6OsNYksUQSB4HkljjypqXNXls8BBSvhI3uCiY+YqlBewwjQ6pqkAvNCiiWmhF+1PUmQZi6jc/5FHehMUoiU0TycQ15AIBkdBa+AU/OdnNWt6dEkrM4GCciyaU4HhljvfkCAvSJVzyTO/FLfGKX7LRXwd5CgeGck2Z95D3zIepnvVGhJBloHiVRoRYlEakmlTiDowCAFHRBOBMtnVXreQowXiLJnfOctWlVj0TeAzMN++uGtcktK5MY1qUGbdWwlTio3QoWRvgxgYiSt3bQpIAL6jYDzEKpllqUKBROUIuSSLDEiBM4CCMMCEMkUtBF7C4BENDt5qAeb4skTpYTvlYjRsZ/EwIe1+GWhcld65I7NGjLXxaEeHlbAMAJ3W+oZaucNCkx8etB/FU0j5LkoBYlUaFCSSQu4CQqcAtKqNAd/SHzhIvMU243ni43++e5IZIcTGV3SSBxxZMiR+i63RRNLgsmd9IJuOuKa9BOZ2VfhDARMECHk/oDTq1GVCyZ8KOuN+lBGP4bxW2oUBIBPdGhEPkAgK7oCz8mQOQemfBGSgC7Dyt3RZKr7QCuCQhPCCJXEaIPbgom19rwknWprh0ZI0eqahBkkOMmW4QCo+N4JVNz9IERUGdRqtJSixKFwgUqlERAyagwEHejM/ogiokXuzuuwcOa5A2R5NAawkUs+IIwcgafProomLxmXXKVujYCZaHoqOwDADinP4oqtpxDcy1bLIX4m0JTK2qpUJIKhPDfKO7jo0+C5o+a8Ucbpq3Y3fAabj2c3BBJtss7EQd8RYcQGx+8JJhcq997YilB3hERsjiwMOKy4SzH5lquWApWKwEAmlq9yD2hcIbGKIkKnfXmRW6QayAAor1hRXLxwcnJ7eaJ2CR7D1RbDzJXBZKzPnG9R96YBWerDVdnsDW8HsJxNpq5XQ5tuTw7zkbSSCcNuP7TVyYDw7LophqIQkMekhXcJ0W01NlwwXUWJU0NtShRKFygQslL6IgWp5ELPbToTgYglkkQu0vCIqTLTQiRxFcg+UKKgMZ9cEU4ma/RFcHEsX6XBIaXxJIfG4gUZTfXzmuhBKvrhBK1KEkHvgHZNJibF9T15iXO40/ooUUgQhANicUl8cDrIsmRS8mRi4qvK8w8i8veJgTu9M8Vt5wLdbuWtNPFuCWes+GMxIh8w1mwHERiS3TBhfibXG80Rkk6MIT/RnEfalHyAqXkOgpxGQDQBWmQMXKRe2QNb7ebq8KCp0hy2YokRN/5PlCdne+yFaVBfVwsQa5YmFx0x3nEuuSmZYkYjTis3Q4NKQUBiyQOrriW5oILMluUavQghLRIsSg56KK4oiI5obR48WK88sorVvtiYmJQVFQEwBQ/8corr+Czzz7DrVu3MGDAAHzyySfo1k0cs7yRGHAGuQCABLRHGBNhv7BQA5aPzNZyaQDmI5JcFUichKGXHx6N23MpSzZ3YeOyYJKYWGLkcrRRtMdpfSn+1v+JWHky1Iw/h6bEFUveHNeC/UwWJQNLUKM3IkAluccAhWJh/vz5Lp/z4osvIjw8nHN5SX5DunXrhh07dlhey+X1Fpq33noL7733HlavXo2OHTvitddew/Dhw3H27FkEBwd7va9/4xRqUQ01/NEOEo2hcMMi45LLTWiR5K5A8qVf1u4IJ08IJgmKpdbKDrhiuAANKcU5/VGkqgZzbEpcseStcS1AJYdcxsDIEmhqDFQoSQEao2SXrKwspKenQ6VScSq/b98+PPHEE81fKCkUCsTGxjbZTwhBVlYWXnjhBdx3330AgDVr1iAmJgbr1q3DY4895tV+1pJqFOACAKAL+kDBKL3aPhe8kWTSglgiyWFgt/1j5ocmwzDCW+m4BlmbadhPZw9zVwUTF7HEoT6XZsV5UCwxjAxdVP1wULsVhcZLaGPsgFbyaM7ni4W3xjWGYRDip8Ctaj00tXrEhvoJ0n+KB6GuN4ds3rwZ0dHcvuPuGEwkKZTOnz+P+Ph4qNVqDBgwAEuWLEHbtm1x6dIlFBUVISMjw1JWrVZj6NCh2L9/v8MBRavVQqvVWl5rNBre/VTDHz0xCKW4jkgmjnd9oiCkNYkLXEQST4GkJzpUGm+hylCG1n4dwdSde7byd1zXXoSB6GEkerAwLfHAQAYGDAZHTEaAPAQAcK32HG5oL8NfHowAeSgC5KEIlIdCJQvgdv22+stVPJnrF0owiWVd8qBYClVEo7WhPa4aL+CM/hAGykZxWiZITKuS0OOaozEtxF+JW9V6VNCZbxSJs2rVKoSGhnIuv2LFCsTExLjUhuSE0oABA7B27Vp07NgR169fx2uvvYZBgwbh1KlTFn9+45sQExODy5cvO6x36dKlTWIE+MIwDCIRh0hIVCQJCRdrkiORFBOJ4qExQN3LI68sBwD0XfS4xaocs6sYuHGzri7TTiMxoNxwA7f0hSg3FKPCcBO1bKWl/khVAvzkgXWzw4AatqJJHwhYEAAM6vtbri9GkfZCk7JKxg+hyih0Cb7dIqo442oeJE8IpmYkljqo+6C4Oh+VpAwFxnNIUnTm2Iz3xZInxjVHY1qwH82lJCmoRcku06dPd6n8lClTXG5DckIpMzPT8ndqairS09PRrl07rFmzBgMHDgTQ1ALBZWbHwoULrYLCNBoNEhLcy3VECIEBeigZbj5TSeKKNYmry60Ri/7YhYF+jmcImgWTGfMDbnSPuwAAZ6t+R0Ht6Sbn+ckCEagIB8sQi0BJ9E9FjLot5IwSCkYFOaMAATGFB4CFWhZo6Xesf3v4K4JRbdSg2lCOamM5aowV0JNalOgKoJSrLffoas1fqDZoEKlsg1BlDLcFkF0RTa4IphYkllSMH9qr+uCGoQBRstbc6rc0412x5IlxzdGYFuJHs3NLCiqUREVyQqkxgYGBSE1Nxfnz5zF+/HgAQFFREeLi6q04xcXFTk1tarUaarVakD5dRwH+wjG0I92QwLQXpE7OuBBL4zQ+yVOz52wM7kxQIC7MawciB84/bBY/3NIoEEJw9E8t1m+uxI/bqrD+0xhkn/gVALDh+wpM+1cwwgNSEFEZjGBFJIIVEVDKmr7X/vJg+Cu5WYFaqeLQSmVtKWSJERWGElQabkEpq4/7uFJ9GmX6IlzEEahk/ojxa4c4v/YIU8Zxy2/C1TXGRTBxsS5xaU8iYqmNogMS5F7+DgqAEOOaozHNIpRqqFCiSJvw8HCcO3cOkZGRnMonJiZi7969SEpK4tyG5IWSVqvFmTNnMGTIEKSkpCA2NhY5OTno3bs3AECn02H37t148803vdIfIzHiAk7CAD0MaFmDEGdrUuPzfg5Fdqdsl9u7UWLEuk0VWLVBgxNndJb9P2ytQlpPk1B5YGwQJo0LAsNUA6jGqLNpwMQG74uAwewyRo5QZQxCldYPr4SAbvDTBqFUWwAdW4OC6pMoqD4JP1kgWvt3QbugfqZ7xzWWCHAsYrgKJr7WJReCvAUXSxxhzAk/6+p1JW+QmPFKnh7XzAvjamjSSWlAZ73ZpaysDL/88gvnOKXS0lIYjUaX2pCcUFqwYAHGjh2LxMREFBcX47XXXoNGo8H06dPBMAzmzZuHJUuWoEOHDujQoQOWLFmCgIAAt/yS7lCAC5Z0AIno4JU2vQ4fcVH3kLryeE+cmL/MrSpulBjxf6+WYMP3FdDXaR61msG4kYG4f0wQRtwRYCkrl1v3NbtTNvCH6e9uH81B0hdN44zquyrM4BLv3wnx/p3AEhY3dVdQWHMexdpLqGWrUGEorW/HlSSSXKw+ziwvXK1LArjiBBcdLsYr1aAaF3V/QMGo0EmZJlw/BMLb4xp1vUkLvtm1m3tmblfjlFxFckLpypUrePDBB1FSUoKoqCgMHDgQv//+u8WM9txzz6GmpgZz5syxJGbbvn27V3IoGYgeefgLANAO3SFnJHd763F1UV0u1iSGwS/nf6t78VuT4lwJCmSw9ddq6PVA355qzJgcgsnjg9AqzLWM56eeXAY8CYxOG+l6FmgXMN8bOSNHlF8SovySYGD1uKHNg7+8/nNZa6zEH2XbkRLYG1HqZO5WJk9bl7wpljzkgqsmGlw1/g0ZZEhSdIYfE8ixCcYr8R3eHteCLa43alGiSBtWYCu0LXwjhbMLbNiwAdeuXYNOp8PVq1fx3XffoWvXrpbjDMNg8eLFKCwsRG1tLXbv3o3u3bt7pW9XcQkG6BGAIMQh0Sttuovb+ZPcOI90SsGkoxcaiCTXOHy8Fk/++wbYugexv78Mn7wRhQPZbXBwawIenxHqskhqyJbcrdhydBue3LcL+rZN89h4AoVMiTj/DghT1bd3qeo4yvRFOFb2Cw6Ufovi2ksmizmXWDJnwtaZdUyIeDWh3JgeWBcuXBaHVrIYsGBxUX/Spe54Iw+pt8e1etcbtShJAiLA5gbLli1DSkoK/Pz8kJaWhr1799otW1hYiClTpqBTp06QyWSYN2+ezXLmz7ZarUbXrl2xefNmXu16A8kJJV/FSIy4jHMAgCR0alHrJ9mzJjEKBX65sB9bt3yNGSHFLtd7/qIOE2cVYmDmFSxbVY7//lw/rX/CmCD07y1soryRAVps/+8aQK2C00VuuWwcMS8w2y4oDSmBfSBnlKgwlOBY2S84fPMHaPQl3Bas9QWx5ASXFtIVEIZh0E7VCwBw1XgB1Q1SRLREaDA3xRkbN27EvHnz8MILL+DYsWMYMmQIMjMzkZ+fb7O8VqtFVFQUXnjhBfTs2dNmmQMHDmDSpEmYOnUq/vjjD0ydOhUTJ07EwYMH3W7XGzCkJa0G6QIajQahoaEYhnGcMmqXkiIcwz6o4Y/ByOQ2BbwxQogrju26PePNxnm2Hn55z/XBmdnuxSDV1rJ446NbePPjW9DpTLfl4fuD8cr/hSMpwXvZzTutehztP74kbKUcvm46thZ5lceQV/UnWJhcIwkB3dEleEj9vXbmknPmKnPUD751c5gNx3nY4WpW51hfbm0OSo2FiJe3RXfVIE7nGIgOv9Z+g/LycoSEuJgby4cwj2nl5eU4eKUGs9YeQbBage6tTUGwFo1fly/M/FEzf+YYcxnU72fQcNhiGh031VVfT13d5tcc6q4v67xuNHyNptfSsD3YPW6/fW11JRbf38+rnwPze5b05muQ+bn/w5CtrcXlf73oUt8HDBiAPn36YPny+hQsXbp0wfjx47F06VKH5w4bNgy9evVCVlaW1f5JkyZBo9Hgl19+sewbOXIkWrVqhfXr1/Nu11NIOIjGt4hgYpFORqAW1e6JJF/C3bXSZDLIYqKw5bcfAPzuVtM79lTjiYU3cP6i6ZduxrAAvPVyBFK7CJO6wRXO/mM58A9g9G3jAa2uaQF3fOMcliJRyfzQMSQdCYHdcVazH0W1FyBnFNaC1FkgNpfYJXvigm/Mkg8Hd7dT9kKpsRCFxjy0J73gxwQ4Pac5khxhuu4KrQEHLpaK3BtpwGqrxe4CbxqvOGEvhYROp0Nubi6ef/55q/0ZGRnYv3+/2+0fOHAAzzzzjNW+ESNGWASVp9rlCxVKAhLIBCMQ3l94V0waPry/PJuDSDm3IFlb6PUET79gEklxMXK8//+icP+YQNHdmFv2fY/vKkPwxR23WR9w5B7iIqKcBFr7y4PRq9UI3NKlIkgeYdlfbdBAziiglgc4FiXNQSwJnDIgTB6FMFkUytgbuGI4h/bKXoLVLSU6xATj+7mDceVWNQipC2Np8F6Y9hHLx6NxGVL3D6kLfqk/Xle+7lzSoEKr4w1eE9Tvg4M6GvfJUo+lvI1+N2jb5nU12GfeYXWdDa6rproCb3C6ux5AoPQAjZMoL1q0CIsXL25SvKSkBEaj0WY2eHOmeHcoKipyWKen2uULFUo8IYSgBlUIYILE7opoGHt3wvbv1gBwXyQBgFLJ4KtlsVi9UYNXnwtHaIj7AdpCMyFIg3sO/YQxE/4BRUGJ8xMaiyhHD3sngqmVKr7uMAEhLE6U56DKUI7UsLsQpU5ybF1ylkZAZLHECa5iiaNVKUXZAxq2FG0kmIhSSHolhKFXQpjY3ZAMGo1GRKEEQTJzFxQUWLnenCVZdmeVC2dwqdPVdrmszapQKBAQ4J4FmQolnpSgEH9gP1qTFHRheOZnIYRfnJJQ8Um2sBObdHVuH/z5rHuxSIQQfPSfchACPP1oGACgd6oavVOj3KrP0ygZObZtWotuH89B8trLpp1c3UcNhZO9h74TtxzDMNCxtTASA/SkFkdvbUFKYB+0D+pvcve6a10SUSyJ4YKLUrRGFOqWNPHC1GIKxVcICQnhFKMUGRkJuVzexIrDZZULR8TGxjqs0912w8LCOAm4wMBADB8+HB988AHatGnDud9UKPHkCi4CAOTN5VZyFFvyyAhsOZwNd2ORamtZzH7uBr78tgJKJTB6eADap0hjbbxTTyzD0D8fRdDxq7aFLRd3EuDcymSjHrU8EOmRD+CMZh8Kqk/iUtVRlOmL0DM0g58rjo9Y4okYLjiP10uhCIlAFiWuqFQqpKWlIScnB/fee69lf05ODsaNG+d2N9LT05GTk2MVp7R9+3YMGjSIV7s7d+502jbLsrh+/To++eQTPProo8jO5r4aRDN5uotDLalGKUzKtw3aitwb72ISSe5xtdCA+2cW4tAxLeRy4M0XI9Eu2Xuz2YRg92efAQBG9x/d9GBj8WRXgDixMtlxyckYObqFDkW4Kh4ny3filu4aDt78Dn1ajUaQItz7YsnX4pU4uuBuGK4gT38KbRXdESGPc1qeQhELMTJzz58/H1OnTkXfvn2Rnp6Ozz77DPn5+Zg9ezYA06LLV69exdq1ay3nHD9+HABQWVmJGzdu4Pjx41CpVJacYE8//TRuv/12vPnmmxg3bhx++OEH7NixA/v27ePcri20Wi3uuOMOKJXOnyM9evSwLDTNFSqUeHAVpqnjrRCFAKZlBHHLo6Ow5eDPbp9/6qwWmQ9ew9VCI1qFybBhRSzuvl26M4+2HNqCzMwHISt14CPnlB3bgQiw8+CP8++AYGUkjt7cgmpjOU6W78SA8PtMJmgJiiVvU2K8ilvsdVw2KqlQolAaMWnSJJSWluLVV19FYWEhunfvjuzsbEu2+MLCwia5jcxrEQJAbm4u1q1bh6SkJOTl5QEABg0ahA0bNuDFF1/ESy+9hHbt2mHjxo0YMGAA53ZtMXv2bNy8eRMjRozAuHHjMGrUKISFhdks2759e3z55Zcu3QuaR8kOzvIosYTFb8iGFrXojgGIZRJs1OIGYsco2aqjrvy/zxzE7TxyPB48WosxD1/DzVssunRQ4oe18ZKzJNlj9IAx9S+4fKUc5jFyIDhsnKdja3CybCc6BQ9CgCK0UV0O2rEnbDyVY0mo/EoC5VaqYjX4reZ7AMBt6vEIkNmekNEc8yhJ+TrEQoz7Z24z+bXXeedRynvxhWb93v/555/48ccf8eOPP+LPP//E4MGDMW7cONxzzz1ITk7mVbfEE/6IRymKoEUtlFAj2hwY2ozpvN/ISyQBwP/2VOPmLRYD+qix54c2zUYkAcCWgz+DDa+zKnLJzu3ouExmP/WAjXNUMn/0CR9lJZJqjXWZp10VxXbaqO8bDyEv1BInAhEoC0G4zLSETBGbJ25nKBRHEAG2Zk6PHj3w4osv4tChQ7h48SIeeOABbN26FV26dEHPnj3x8ssv48iRI27VTYWSm1xDHgAgHknSTzBpxs51zD91FFlx7n3AGrLw6Vb45I0obP+mNcJb+c7Uf6H45Zf1TXdyEUz2cEEsmXab9l+vvYg9N77C1eozdfV4USw5+y44EUucph5zXd6EQ13xinYAgGuGv4WdfUehUEQjPj4es2fPRnZ2NkpKSvDyyy8jLy8PI0eOxJIlS1yuj8YouUk39EMR8hEO96dKSoHUg3pkBLi/HtSfp7Xo2FYJPz8ZGIbB7Omhzk+SMFsO/ozMkZMhu9VoLTFHcUqOjtmLXbITS8QwDG7qroGAxUnNToBh0Nq/s3sxQp6KV3LarPcCu6MViZDpDqKaVKAcNxGGCLtlKRSxECOYu7kQGBiICRMmYMKECWBZFqWlrmeibyamEO+jYJRow7STXKJJV3IoTT35N96OPeZ2W7l/1GLo+Ku4Z1ohqqpbzhTsX7ZuAOQOLDX2LB2uuuLslO8SchsSA1IBAKfKd+KGti7nk7333pEVyBNZ0X3IBadglIiRm+ILCw0XRe4NhWIHc2ZuPlszZtSoUSgvL7e8fv3111FWVmZ5XVpaiq5du0ImkyEqyvU8fVQoUWxiHNgNDwW7vwbU5QI9xjxcCE0FC72eoHl/TZuyZf+PIMEBDsSJHcHkLHbJVvkmuxh0CRmCeL9OICD4o2wbynTX6+pwQyzZg48LzgmCuuCcEKdoh1ayGITJowWrk0IRFBqj5JBt27ZBq9VaXr/55pu4efOm5bXBYMDZs2fdrp+OCi5STSpxmOxEAbngmQZ8IE6C8VMjZ+Mqt8+vqGQxbnohikuM6NlNhR/WxiMgoOV91LJ3fAOiUpoEhSPB5Mp+F8RS97A7EKFKgJEYcPTWFlQb6n5xuSqW3LUqORJL3rQqOel/pCIe/fxHIE6R4qUOUSgUIWnsqhc63rDlPb14UowrKEcpbqBQ7K4IS91DTebvh1/O7nW7GqOR4KE5RThxRoeYKDm+Xx2HkOCW+zHL3r3JJJYA96xLtuAolmSMHL1bjUSIIgp6UouC6lMNDzrpOde+eG4WnDetSh6vk0LhgTlGic9GcR86IrjIdVwFAMQ0w5QAspAgZP+1h1cdr757E1tyqqFWM9i8Og6JbZpPCgB3qewaWf/CVesST7GkkKnQJ3wUOgano2NwuvPO+pgLTjA4iK5athpX9OdgIO5PXqBQPAJ1vTmEYRinC+vygc56c4EaUoUK3AKA+kU1mxHZJ37ldX5JqREffF4GAPj83WgM6MMz8VIzYc/yz9B12RykfFlQv9PerDFbs7TszdyyNfPLRlk/eRBSAnujCXb7YGfWGselQVzC24vm2oEQgkO1W1FLKqFi/BEta37fbwqluUIIwYwZM6BWqwEAtbW1mD17NgIDAwHAKn7JHXzk5540KMYVAKYlS1SMWuTeCItxQFfedURGyHHwlwS89nw4HprQMpZ04crpOcsAeaPcUfasSx6wLJl/XRlYPU5r9qBCX1rfByEQ06okQF4lhmEQJTeJoxLjVep+o/gWfN1uzdyiNH36dERHRyM0NBShoaF4+OGHER8fb3kdHR2NadOmuV0/tSi5wPU6oRSDNiL3RHhyvlktSD2d2quw8OlwQepqbmzZ9z1Gp49tesCWVcUVy5ItbJRlGAbnKvajoOYUynSFGBhxP2SMncSf3rQqOcFbVqVIeWsUGM7ihvEKCGl5MzUpPgxfsdPMhdKqVe5PPuKC5H42LV26FP369UNwcDCio6Mxfvz4JtP+ZsyYYfFZmjdXVwtujI7UQtNM3W6f/L2L1/k/ba/C/sM1wnSmmVP1udy2ZYOPZckF60e7oH5QMn6oMJTi78rD9tsGXLcEuWtVEsKqJYBVKVweCxnk0JJqVJIyr1qVxBrXKBSKcyQnlHbv3o25c+fi999/R05ODgwGAzIyMlBVVWVVbuTIkSgsLLRs2dnZvNrVQ49IxCEMkVAzHo698eYvdkaGdkr3k2YWlxjwz3nXcfu4q9i2s8r5CS2cXd2/N/3hDbFko5yfIhBdQ4cCAC5WHUO5vth+2/bwRBJKH0DOKBAujwMA3DBc8WrbYo1rFIlAg7lFRXKut61bt1q9XrVqFaKjo5Gbm4vbb7/dsl+tViM2NlawdgOZYPTC4Ga1HpQ8sQ227PueVx3PvFyCm7dY9Oymwp23BQjTsWbOlv0/YvSge2y7sfi44TgGd8f5t8f12r9RVHsBZzR7MSD8PvszRFx1wbm7tIkQQd1clzVxQJS8NUqMV1BivIK2SOVVlyuINa5RpAFdwkRcJGdRaow5bXl4uHVczK5duxAdHY2OHTti1qxZKC4udliPVquFRqOx2mwh5JRDb9N4+ZKqT/nVt/O3amzYXAmZDPjsnWgoldK9N96m4L66ODc+liUedAoeDDmjRLn+Oq7WcFg8tznh4F5G1gV0l7OlMBCdaEHdQoxrXMc0CoXiGEkLJUII5s+fj9tuuw3du3e37M/MzMTXX3+NX3/9Fe+++y4OHz6MO++80+EUwaVLl1oi5ENDQ5GQkGA5ZiB61JJqj16LGFjcQG7AsgT/t9g0c2r29FD07UVTAbjCnwuW1b/gKpYaw8MF568IQvugfgCAi1VHQRwtYitkrBKP87zxI8VfFoRe6jswLOABKBiVx9uzhVDjmqMxjUKhcIchEvYlzZ07F1u2bMG+ffvQpo39mWiFhYVISkrChg0bcN9999kso9VqrQYcjUaDhIQEDMM4FOMqTuMIotEGPRgvBU96YNmIhhalrflH3Ku/jrXfaPCPp4sREizDuf1JiIq0M3uK4pDRg+6pf9H4q2jLFWXr62prX2MXlI0yRtaAC5WHkBTQE2p5A7epzXbtCCl7w4cDN5rdupydB45LE3Bxv7kw7BmMtfi19huUl5cjJCSE83nuItS4Zm9M89Z1NDc0Gg1CQ0O9ev/MbbZbuARyP/d/jBpra/H30n/T995NJBejZObJJ5/Ejz/+iD179jgcTAAgLi4OSUlJOH/+vN0yarXakqyqMTdhMm8HwP2gZ18if2F/AO4LpZoaFi+9aVpwcOFTrahI4oEuIQKqgrqcRo3jfrjGK3HBxnlymYJbtm7AcXyRFHHlPnrR/SbkuOZoTKNICxqjJC6Sc70RQvDEE09g06ZN+PXXX5GS4nwhy9LSUhQUFCAuLs719kAsQikc0S6f7zYeNPSdfnyZ80IOkMsZ/PvpVhia7ocnZ4YK1KuWyYV/OvkKetgF15AaYwX3Np3VKWH3G0uMuKA7htzaHBiJ0ePtAd4f1ygUCnckJ5Tmzp2Lr776CuvWrUNwcDCKiopQVFSEmhpTHp/KykosWLAABw4cQF5eHnbt2oWxY8ciMjIS9957r8vt1aAaOtSCAYNQRAh9OV7n3Lt9edehUjF4bFooft3UBv7+kvsI+RSXRqy03sElXsmVzN1OYBgGBlaP3Js/Y9+Ndag1eiHFg69k6rYDAxmu6M+j1FiICrZUoE45xtvjGkWC0NQAoiG5p9zy5ctRXl6OYcOGIS4uzrJt3LgRACCXy3HixAmMGzcOHTt2xPTp09GxY0ccOHAAwcGuL6tRiTIAQBBCIbeXxVgqyOW4+ADPqW4Uwdmy/0frHVxED5cyHAWDnFHAQPRgYURB9QkHbdqpT2irksgwDIMweRQAoIy94ZU2vT2uUSQGzaMkKpKLUXIWzOnv749t27YJ1l4lTNN0gxEmWJ1icfPBPgAOun0+IQT3/aMIYzICMfX+YKhU0nwQ+iJWsUq2cJJnCAC3uBsbZWQyGZIDe+J4WSEKqk+jbVAa5DKl8/b4wCOnknB9sH+/QmVRKDYWoMx4A20UHTzeFW+PaxQKhTuSsyh5mwqLUGolck/4U9qL38Nn7++1+HFbFZ556QZqaptRYK8PcL2fv/UOL1uVotXJ8JcHQ09qca3G/qQHj7vNOOCNOKV6i1Jxs0oyS5EmfBbE5RsITqFCySnxSEIiOqAVIsXuCm/+nsjP7fb5VybROHl8MEJDJO6G9DGs8iqZaSwI3A3s5lBGJpMjMaAHACC/+k+TOBAzqJsvPOOUQmQRYMBAR2qhJXQdQ4rIUNebqFCh5IQoxKMj0xNBjLRnd227ksvr/NKbRny3xRTo++hUmofDE1R257A0BZfA7ibncPuat/bvDBnkqDTcRIWhhNM5ksfO/ZMzCvgzptifakIzWlMoLRkqlHwZHzL5r9tUAa2WoHd3NdJ60twsnmD3Z581fXC742Zy06qklKkR5ZcMACisOefgXIGGDUf1+EAgeJAsFAoooSP2M/pTKN6Aut7ERXLB3N6mDCUII5FQMEqxu+I2TFpXAPwsSv/9qRIAMG1isKTXu/N1iEoJRqtz7SR3k1A2qYZBckBPRKtTEK2uy+PjSmC1QP3g1hSHRXJ50l19G+RQwAg9TusOeLQtCsUhfN1nVCjxglqUnHAcv+EKLordDV7oQ/itWXWtyIDfDtcCAO4dFShElyh2qOga4dyq5I61haP7LUwVi3j/jlDIBPxhINE4JQWjpD8KKBQKFUpckPrSJf/7cqXzQg4o17DIvCsAtw/0Q0Jr6VrWpEDcsxeEqUioWXMUCkV8aDC3qFDXGwf8EOC8kI/CCPBrvktHFX76Mh6sN3LbtHC+afs/jMa4pm4sZ+vACeh+0xlrcLn6BCr1pegZNsL0GWqy5pxAa7/5cD4lQlj8od2NCmOZ5/tAoTiArvUmLlQoccAf0nU3bc13f/Hbxsh8IMCWwgOZDGCdixsGclyszAUBi2pjGQIVvplDzNNxSgwjg4YtRS2qPdYGhcIJGqMkKtT15gQ5FFAy/GJ8pEzhdQOuXDOI3Y0WxfCf/xCmIjddawqZEuGqeABAiTZfmDYlKrIDJZ4WhEKh8IeTUAoPD3dpi4iIwOXLlz3dd6/gJ2Frkszfj3cdy1aVIyktD88u8s6aVxRgXqs80x+uBnULmEogXNUaAHBLX+R6nc0ItUy6bndKM4LGKIkKJ9dbWVkZsrKyEBrq/NcVIQRz5syB0Wjk3TlfwA/+zgv5KExcNO869hwwZSXu1pnmTmopMAyDMJUp+WW5zoFQEipOyZNwdDfaQ81I9/tPaT7QGCVx4RyjNHnyZERHc3vwPvnkk253yNeIQ6K4HSBEtNlJRiPBsZOmZHsD+/C3TlG4Y4wMgbzEAxmhOQqHEEU0GDCoZatQY6yAvzzYc4HVvhDQbQcVFUoUSouHk+uNZVnOIgkAKioq0LZtW7c75UtEIk7sLriNphc/i9KFS3pUVRP4+zHo1J6mBfAmxKyNXc3ULURmb5jilIIVpvUNy/XX3apDUti5T9SiRPEJRHK9LVu2DCkpKfDz80NaWhr27t3rsPzu3buRlpYGPz8/tG3bFp9+ar2+6LBhw8AwTJNt9OjRljKLFy9ucjw2lsPyTh6EBnM3Y/Z9uILX+UdPmKxJPbqqIJdLMxi32SNEkLQdkRCsjICCUUHPuriERzMK6FYz/pCD/kigiIsYS5hs3LgR8+bNwwsvvIBjx45hyJAhyMzMRH6+7Qkely5dwqhRozBkyBAcO3YM//73v/HUU0/hu+++s5TZtGkTCgsLLdvJkychl8vxwAMPWNXVrVs3q3InTpxw/QIExK30AFevXsVvv/2G4uJisI3M+E899ZQgHfMVDNBD0UIHyj9Pmx6QvbrT+CRvs+37LzF68DhR+9Al5HZ0C7nDp7NTezpFQCt5DIYGTMCv1Rs81gaF4ou89957mDlzJh555BEAQFZWFrZt24bly5dj6dKlTcp/+umnSExMRFZWFgCgS5cuOHLkCN555x1MmDABgGliWEM2bNiAgICAJkJJoVCIbkVqiMtCadWqVZg9ezZUKhUiIiKsBlGGYZqdUKpChaQTTvLh7zw9AKBTu5abHqElI2domjUKxScQKI+SRmMd96hWq6FWN/0hrNPpkJubi+eff95qf0ZGBvbv32+ziQMHDiAjI8Nq34gRI7By5Uro9XoolU0NDitXrsTkyZMRGGg9u/z8+fOIj4+HWq3GgAEDsGTJElHDeVx2vb388st4+eWXUV5ejry8PFy6dMmyXbwo7TXRbCFVaxLTpwvvOiaNC8aCOWEY1J8GcouK0BYdDmugcbYiMdR7T6F4HIFilBISEhAaGmrZbFmGAKCkpARGoxExMTFW+2NiYlBUZHsmbFFRkc3yBoMBJSUlTcofOnQIJ0+etFiszAwYMABr167Ftm3b8Pnnn6OoqAiDBg1CaWmpvbvjcVz+yVhdXY3JkydDxnPBSamgkGjy8q0/fsW7jgljgjBhjLTXuWuWuLpciZvLmxBCkHvrZ2jZavQLHweVzE/UGWhi8Wet4wBWCkUqFBQUICQkxPLaljWpIY1/MBFCHP6IslXe1n7AZE3q3r07+vfvb7U/MzPT8ndqairS09PRrl07rFmzBvPnz3fYX0/hstqZOXMmvv32W0/0xSdRgLqdKOJwqz/HGZdCJJ60AcMw0OhvoNJQCq2xSpA6pUglWyZ2FygtHEaADQBCQkKsNntCKTIyEnK5vIn1qLi4uInVyExsbKzN8gqFAhEREVb7q6ursWHDhibWJFsEBgYiNTUV58+fd1rWU7hsLlm6dCnGjBmDrVu3IjU1tYnf8b333hOsc76AHHKxuyAKNTUsTp3VIbyVHG2TpOl+lDr73/9U9IButTwAekMtdGw1gAin5X0SnkknZS10DKD4EF5e602lUiEtLQ05OTm49957LftzcnIwbpztMSk9PR0//fST1b7t27ejb9++TXTCN998A61Wi4cffthpX7RaLc6cOYMhQ4a4dhEC4rJQWrJkCbZt24ZOnToBQJNgbkrz4OzfegzIvILYaDmu/pEidncoIqGWBaASN6FlPbwwrA9n+ZYxcroEBEVUxMjMPX/+fEydOhV9+/ZFeno6PvvsM+Tn52P27NkAgIULF+Lq1atYu3YtAGD27Nn4+OOPMX/+fMyaNQsHDhzAypUrsX79+iZ1r1y5EuPHj29iaQKABQsWYOzYsUhMTERxcTFee+01aDQaTJ8+3fWLEAiXhdJ7772HL774AjNmzPBAd4Rl2bJlePvtt1FYWIhu3bohKytLVFUqJco0piVowkJaRiwaxTaKugWhDUQvck/EQ+Zj6ebouEbxBpMmTUJpaSleffVVFBYWonv37sjOzkZSUhIAoLCw0CqnUkpKCrKzs/HMM8/gk08+QXx8PD788ENLagAz586dw759+7B9+3ab7V65cgUPPvggSkpKEBUVhYEDB+L333+3tCsGLgsltVqNwYMHe6IvgmJOlrVs2TIMHjwYK1asQGZmJk6fPo3ERJGXJZEAZeWmX/ehVCi1aGSMye3EkuaxdqM7+JLrjY5rLRQvu97MzJkzB3PmzLF5bPXq1U32DR06FEePHnVYZ8eOHR3mPtuwwfdylrn8FHz66afx0UcfeaIvgtIwWVaXLl2QlZWFhIQELF++XOyuSQK9wfS/WkXdqS0CO25zWV0uJZYYvNkbn8IsFn0BOq61YLy8fAmlHpctSocOHcKvv/6Kn3/+Gd26dWsSpLVp0ybBOucu7iTL0mq10Grrl2ponJiLQmmJKBgVlIwfmBacL8lXZr66Oq7RMY1CEQaXhVJYWBjuu+8+T/RFMNxJlrV06VK88sor3ugehSIZOocMRucQ33e1e5Lufun4tfqy2N1weVyjY1rzQYxgbko9bi1hIhVcSZa1cOFCq2RWGo0GCQkJHu0fhULxfW4YrojdBSu4jmt0TGtGiBSjRDEhzbTTTnAnWZa9NW9aKh3bKrFgThi6dvINtwPFw9gJriyoPo1KQyli/dqhlSrey53yDQr0Z8XuAgDXxzU6plEowsAp8KBPnz64desW50pvu+02XL161e1O8aVhsqyG5OTkYNCgQSL1Slr07KbGmy9FYvrEEOeFKc2WEu1l5FefQKXhpthdEQ0WvjHjj45rLRez643PRnEfThal48eP448//kB4eDinSo8fP24VRCgGzpJlUSgU5+iJ6XssZ1quZZGF7yTCpONaC4W63kSFs+vtrrvucpj7oCG+kKHbWbIsrpAW+gljWYKCqwaUaVj06KryifeU4n10RlNGbrUs0LMN+WhWbgAw+lAOKaHGNQqFwh1OQunSpUsuV9ymTRuXzxEaR8myuOIrZndvo9UStO1vmulTfCoFEeG+k0umpTDw/2YjAoWi9sG8dIlaHiBqP3jBY503wPfGACHGNYq0oLPexIWTUGrJv1b00EMNf7G74XX8/WWIjZajqNiIvAI9FUoiELGfo0hiG42CHC2/zjASAwxEB8C05ltLxdeEEqUFQl1votJys8hxRO5Dyxe4woj7pvGuIyXRlEz0UkHLzcrsk7gqhNwUTjVGU4JCOaM0rfnWWJC1AAghMKDlrnNH8RH4ZOWm2bl5Q4WSE5Q+kpXXZQ6d4l1FcoLJ4JiXTx8UoiKQhcgCB1cUIQTVBpNQCpSH2Y9R8+HYIqHopb5D7C5QKBQRaZZ5lCjC0D7FZFE6c14nck8oYhDtl4w7o/8JPSvuDFYxYRgGreRRYneD0sKhMUriQi1KTqhFjdhdEI2e3UzJ6o6fbLkPSrEYMX6q2F0AAChlfghQhIrdDbtwnYlLoUga6noTFZeF0owZM7Bnzx5P9MUnKYZ4iTP5Mmg+v9wqfVJNQunUWR10OvpN80mEiBsSWmzYq0+CMU4V7C1c0Z8XuxsUCkVEXBZKFRUVyMjIQIcOHbBkyRJRM3B7g1pUi90Ftwk7cp3X+YltFHh6Vig+WhIFo1F6DzkpYzGVNxYdzkSNq+XtoGdrcbB0M85WHABpAXFI9u5TqbEQ5/S5Xu4MhWINQwjvjeI+Lgul7777DlevXsUTTzyBb7/9FsnJycjMzMR///tf6PXNL+hXdKEkYqJHhmHw3qtRmPVwKPz9qZfWm8hLKzxTMcecQmX6YpTpC1FcexEMI/OsNciREBPZCqUjLdf1TvEhqOtNVNx6+kVERODpp5/GsWPHcOjQIbRv3x5Tp05FfHw8nnnmGZw/33xM1aILJR6Q6yVid4HiLiL+AiSEoExnWng1TBnroGDztzRpqVCiUFo8vMwEhYWF2L59O7Zv3w65XI5Ro0bh1KlT6Nq1K95//32h+igqNaiSbMAoW8Vf5LEswbETWmStKKPuNy/xWXm86Q9nbjQhEk3aOeem7goAIEwV53qdvgTPrNy1bJVAHaFQ3IcuiisuLqcH0Ov1+PHHH7Fq1Sps374dPXr0wDPPPIOHHnoIwcHBAIANGzbg8ccfxzPPPCN4h70NAQs9dFBBLXZXRIFlgTsnXIWmgsVtA/zQt5ef2F1q9vwwqp8wFbkp8HVsDcr0JotSpDpBmL5IMJAbAKpIudhdoFBoZm6RcVkoxcXFgWVZPPjggzh06BB69erVpMyIESMQFhYmQPd8gxpUSVYojUzqj62XD7l9vkLBYNggf/y4rQpbdlRRoSRlOFpXSrT5AIBgRQT85cGuteFF66unLb16ooWO1Hq0DQqF4vu47Hp7//33ce3aNXzyySc2RRIAtGrVyq2FdH2RDugJP0h3nSti5L9O1b2jTCvHf/czdUN4mqeu1VmTvOF2swEhBDe0psWQo9RJttsChItP8oVAbjv3rpI1WZNULXCtR4pvQV1v4uKyUJo6dSr8/FqOVaE1kqFmpH29d02dyev8sRmBUCpN+ZTOnKNZuj3Jsdf7CFMRF+Fkp4xaFgAFo0KUOlmYvkiUEFk4+vtloouqv9hdobR06Kw3UaFzvlsAigp+4qZVmBx3DTFZ1b77uVKILlHsEHy61HVrEhdcCGruHHIbhkXPQKgyxvV2fAmegdxyRoEweRQiFBIPaKdIHmpREhcqlJxQjpu4RvLE7gY/jpzmXcXEcUEAgDXfaMBKNDBXCjA6N3KRCeh2MyNnFKaFcF15r5tRRm4KhUIxQ4WSE45hL07jCPREBJeTiMkmG3P/mCCEBMtQrmFx8XLzSyzqC9w+51FhMmu76XbTGqtRprvuPEjaB+KTvJGy44LuOAr0Z6En9PNOERnqehMVKpScoK4L5KxAmbgd4cmINmm8zg8MkCHnm3jkH01G+xSVQL2iNCT4eJHzQu4EcXN0QeVXn8DBm9/hRPn/OJVvFti5fwaiw0X9nzijOwiC5p9Yk+L7ULebeFCh5IQghAKQvlACgLabH+N1ft9efvDzox8ZT9DjnTlNd7oTm+SmNcnA6lFQfQoAEO2Xwr09Z+2K5XbjGZ9Uzpqy2vszQVAx0kwNQqFQhIE+9ZwQ3IyEUuRhYd5uo5HgxBmtIHVRTMTkNloqg8esNSs4CobCmnPQk1r4yYIRrU5x0Kb41hVvuN3KjDcAAKGyKI+3RaE4hRD+G8VtqFByQjDCADQPoRSx4RjvOq4VGdB9aD5uG3sFN2/xz9FEMaG6XOq4gAetSSxrRF71HwCApMBUyBgvDAs+nD8JAMpYk1AKk1OhRBEfOutNXCQllPR6Pf71r38hNTUVgYGBiI+Px7Rp03Dt2jWrcsOGDQPDMFbb5MmT3WrT7HqrggYGiQd1EoMBKT88yquOuBg5/NQMKqsIPllFl3cQgtGD7rHe4WVrUlHt36gy3IKCUaO1f5e6c23Ub0/c+JrbjSeEEJTXWZTCvGBREmNco1Ao3JGUUKqursbRo0fx0ksv4ejRo9i0aRPOnTuHe+65p0nZWbNmobCw0LKtWLHCrTbV8Ic/TJmpb+EGr/77Ap2ePMrrfIZh8K8nWwEAsj4ro1YlnrTd8U/rHbZEB5cAbjdN60bWiAuVpiVukgN7QinzQjyOp913POOTKkkZDNBDDgWCZK0E6pR9xBjXKBKDznoTFZfXehOT0NBQ5OTkWO376KOP0L9/f+Tn5yMxMdGyPyAgALGxsYK02xE9oYQKIQgXpD5OeDA1QJcVc3DmsWVun//A2CAs/eAWTv6lw5IPbuGdxZEC9q5l0fYLJwXcdbnZEgs2UwJUggEDJeOHpIAe3Nt01DYffCAtQCVbBgAIlUVCxsg8bhgTa1yjSAeGNW18zqe4j6QsSrYoLy8HwzBNFuH9+uuvERkZiW7dumHBggWoqKhwWI9Wq4VGo7HazEQx8QhjIr0Tu+EFkpYc4XW+XM7gzZciAAAff1GGv/Ok7ZIUE3VeSf0LLrPc3BUKNs4jhMBfEYLBkZPRP2I8FDIHaR9ctQL5utvNwX2MU6TgjoBJ6KIeaNrB00LlDkKMa47GNAqFwh1JP/lra2vx/PPPY8qUKQgJCbHsf+ihh7B+/Xrs2rULL730Er777jvcd999DutaunQpQkNDLVtCQoKnuy88XIUcYTEysS+vpkbcEYC7b/eHXg88/1qJ8xMoTbCKTXI3LomrNckBDCNDkKLOWuppa5KPu93MKBk1AmUhzgt6AKHGtWYxplFMUNebqPi0UPr6668RFBRk2fbu3Ws5ptfrMXnyZLAsi2XLrN1Is2bNwt13343u3btj8uTJ+O9//4sdO3bg6FH78TkLFy5EeXm5ZSsoKLA6fpNcx1/kGEoJh6SAEuGOU+PcPpdhGLy9KBIyGaCpYFFbS227rpD6XoO8SVzikmzBw+VWoS/FxcpcsIRDjJm3rEk+4HbzBt4a15yNaRTpINast2XLliElJQV+fn5IS0uz+qzaYvfu3UhLS4Ofnx/atm2LTz/91Or46tWrm0xIYBgGtbW1vNr1ND4do3TPPfdgwIABltetW7cGYBpMJk6ciEuXLuHXX3+1+tVliz59+kCpVOL8+fPo08f26uxqtRpqtf1A1hsoxBX8DQKCCEgzRoCwBIysPvbJf44c2O1+fT26qnFgSxuk9VSb1gWjcCbxv1dMf3AVSQKKBEIITmv24JbuGmqNlegaOtR+u80RB/fysv40rhsuI1HZBbGKZI+43bw1rjkb0ygSgm8uJDfO3bhxI+bNm4dly5Zh8ODBWLFiBTIzM3H69GmruDkzly5dwqhRozBr1ix89dVX+O233zBnzhxERUVhwoQJlnIhISE4e/as1bl+fn5ut+sNfFooBQcHIzg42GqfeTA5f/48du7ciYiICKf1nDp1Cnq9HnFx7q8CHo5oFOACbqHY7Tp8DfZSPkYm9cfWy4fcrqNvLz/nhShWWFxufEQSD2vS5ao/cUt3DXJGgeTAXo47K2RKAE+v7SaAqCk2FKCMvYEYksy7Lnv40rhGodjjvffew8yZM/HII48AALKysrBt2zYsX74cS5cubVL+008/RWJiIrKysgAAXbp0wZEjR/DOO+9YCSWGYRxOSHC1XW/g0663xhgMBtx///04cuQIvv76axiNRhQVFaGoqAg6nWnR2r///huvvvoqjhw5gry8PGRnZ+OBBx5A7969MXjwYLfbboUoMGBQjUpUk0qhLsk23rTOEBbVLP8Ff8s1Rjz+XDH+t7dagE41X+46La5IqtDfxLmKAwCAjsGDEKAItd+2PZqJC6wxeqJDGWv6IRQlb+O1dsUc1yjSQCjXW+Pgfq3W9goLOp0Oubm5yMjIsNqfkZGB/fv32zznwIEDTcqPGDECR44cgV5fP+GnsrISSUlJaNOmDcaMGYNjx47xatcbSEooXblyBT/++COuXLmCXr16IS4uzrKZb6JKpcL//vc/jBgxAp06dcJTTz2FjIwM7NixA3K53O22FYwSrWBKPleMq4Jcj69wX/Ig3nUs+eAWPvtSg2lPXEdxiUGAXjVP/GbaMaELLZJswBIjTpT/DyyMiFAlIMG/m/22AWFjk3wliNuByCs1XgMBQSATigBZsNdmu4k5rlEkgkDB3AkJCVYB/vYsNCUlJTAajYiJibHaHxMTg6Ii23G6RUVFNssbDAaUlJgm/HTu3BmrV6/Gjz/+iPXr18PPzw+DBw/G+fPn3W7XG/i0660xycnJTk3wCQkJ2L2bR+CNA6LRBjdRjGJcQTI6eaQNsbjr4Zn431cr3T5/0bPhyN5RjdPndJjxVDF+/ioOMhmNW2rI6NvGA7ARPM1HJNnDRtm/NL9Boy+GglGje+gdjuPKXHW58cFHgrhvGE1xY5Hy1l5pz4zY4xql5VBQUGAV++Yshq3xGEEIcThu2CrfcP/AgQMxcOBAy/HBgwejT58++Oijj/Dhhx+63a6nkZRFSWyiEA8A0OAWakiVyL0RFuXeE7zODwiQYf2KGPj5Mdi2sxpvfnRLoJ41D7p8NgcwNhJJLOEvkji63GoMlbhWYwqgTA29E37yoPo+CIGY1iSuOBAjhBCUGExLhkQp2oiSO4lCsYdQrreQkBCrzZ5QioyMhFwub2LFKS4ubmLtMRMbG2uzvEKhsBtzJ5PJ0K9fP4tFyZ12vQEVSi6gZvzQClEIQBC0qHF+gsQY1XM4r/O7d1bjg9dMWbpffOMmNmd7OJZLItz25GNou6rR1Gy77i7hRRIA+MkDMTDifnQJuR3RfilO+iAxa5IAouYWex161EIBJcJk0bzro1AExTzrjc/mAiqVCmlpaU0yxufk5GDQINuhGunp6U3Kb9++HX379oVSqbRzWQTHjx+3TEhwp11vQIWSi/TEIKRjBMKY5rdsB1tWjlGdb+dVxyMPhWLOP0wBwtOeuI5jJ2wHC7YkQv5ssEagPSsS4BGRRAixiI1ARRgSA7o77qw71h+JW5MAQA4FouUJiFWkNJsM/BQKH+bPn4///Oc/+OKLL3DmzBk888wzyM/Px+zZswGY8nRNmzbNUn727Nm4fPky5s+fjzNnzuCLL77AypUrsWDBAkuZV155Bdu2bcPFixdx/PhxzJw5E8ePH7fUyaVdMZBUjJIvoGBsK2PJQ1iAkYGtqcWorkORfdr9eIj3X43E+Ys6/HlaB72hec6Q4sqoYRPA1M1cckkgOdrPUSTpWS1yb/6M9kH9EaFuNIvLVZebO+kAnOEj1iQACJVHopf8DlOb1O1G8TH4JI00n+8qkyZNQmlpKV599VUUFhaie/fuyM7ORlJSEgCgsLAQ+fn5lvIpKSnIzs7GM888g08++QTx8fH48MMPrVIDlJWV4dFHH0VRURFCQ0PRu3dv7NmzB/379+fcrhgwpLmkuxUYjUaD0NBQDMM4m+LISIzQoRb+TKCwDfMJWOPwS5hxFGDd4HzjoG7IWb/K7a6UlRuhqWCR2KaZCksOjLp7IpiqGicWF8+IJJYYcfjmj7iluwY/WRCGRD0EGSM3H7TTphsuNw/lTTI1K5BQcnWIa1Sngejwa+03KC8vd5oE0pcxj2lSvw6xEOP+mdtMH/kqFEr3c9YZ9LU4sPVl+t67CbUxu0EJKcIe/IQ/cUDsrngM+f5T2FLt/hczLFRuJZIOHKlB6U0Oy2U0E0YPHgemotqxFcmeq42nSDISA47d+qUuqaQSvVuNcl8kOcKDLjdvWpMKDRdRzVYIWieFQmk+UKHkBiFoBRYsKlAGDWm+s7s+6tIDWbeSedezY081hj9wDZkPXmsRYikz80HAYOc6HQkhRwLJFZF08xfc0F6GDAr0DhuFEGVdPJ07IkmEAG5voiO1OKn9DftqNteLJQrFxxBrrTeKCSqU3EDFqBEDU66Vq7gocm9cg7j4kNraKxq/1/ITN/ExCgQGMMj9U4th917F1cLmm5By9IAxkN208cB1NvPEFSuSnfJGosfRm1tQosuHnFGgT6vRiFDX5QRyR5x4wuXGqVkBrUlO6ioyXAIBQYgsAgEQ2I1OoQiFeRIIn43iNlQouUlrtAUAFCEfBqJ3Uloi2HnALe4yCO/dbOt2tV07qbBzUxu0jpPj9DkdhtxzBef+5r9siq+ROWpK051cBJIAIgkALledQKnuimsiyZtxSc7OhXdFEgBcM5h+6MQp3P98UygehwiwUdyGCiU3CUMkAhAMI4woQoHzEyTO9rQo/Kmrdfv8rp1U2PtDG3Roq8TlKwYMuecK9hxoPrmoRg8YA1mpxvSCS+4SZwLJRZFECEFSQE/E+3VEWquxCFeJIJKc4WO/asuNJdCwpWAgQ6xMvBk1FArFt6FCyU0YhkFrmBL3Sc395jJ1D7jnOg3F6PSxbleTlKDEnh9aI62HGiU3WQyfeBWHj7svvnyFzFFTuCd24yOQbJx3S3cNBtZk0ZQxMqSG3Y1WqrrV5L2d30hCLjcAyNefAQDEKpKhZtyfuECheBoGPGOUxL4AiUOFEg/ikAQGMlSgDFWkZQSCGouKMTJlgNvnR0cqsGtza0wcF4TRdwcirYfjtYZ8ndH9R0NWUu64EBcR5UgA2EwkyeJCxSEcLN2Ms5rfbNTnpkgSyeXmbWrZahQZ8wAASfLmtW4jpRni5czcFGtowkkeqBg1upG+CEE4ApggsbvjVUb3H40th7a4dW5AgAzrlsdAqyWWhXPLNUZcLTSiayeVkN30GEPmPoaQw1dsH+Q6KDmzjtipR2usxp9lOSjVmdonICCEBWPOgyVBkeRta1IlewtyKBAsC0eIzPY6VBQKhQJQixJvYpnE5iWSOLpPjDdKkNl2IFKz5rjVDMMw8POr//g9+e8S9BtZgOWry722Wry7dF0+x1okufrLzZGLrWGdNiiq+Ru/lWywBG2nht6FbqHDxBNJAuDNnElmIhWtcXvA/eimHOi8MIUiMjQ9gLhQi5KA6IkOSoaHRYRPVm7AsgyJ82LEcYZuW7AEaHQOIQRtPjyK4Qf+gZyNq1yrrwG1tSxulBpRW0vwxMIb2PxLJZa9EYX2Kb5nXRo+cQZSLuW5fiLPDNI6thany3ejqPYCACBIEY6eoRkIUoY3aEMEkeSNWW6u4EJ9CiKHQhYsbPsSQlOrR2mlzrQeIBreOmLS/A32EfO+Rq8tZxDrfaZziWWylWl/4+NNyxAQywwt0nCf5e/6z0xdldbHbZQxt21dR6PrsvShvlzj666uFDG8goDfzDUqlHhBhZIAGIgep3EEpbiOwSQTKkbacTeuojh8BpltB+KXi7+7db6fnwxbvo7DJ1+U41+vleJ/e2rQ444C/PupVvi/ua2gVosfivhbLYslQ8ZAhWLuJwnoKmJZI0q1BWDAICWwN9oF9XOebdtSv2+KJM4IeB8JIShjixEmi27RAa7Xympw57u7UKunmci5wmqrxe4CRSSoUBIAORSoQRWMMKAAF9AO3cTuktcghICps4Rlth8EJiEe2Tv/63I9MhmDJx8JQ+ZdAZj7/A3s2FODRW/fxNebKvDdyjhRY5dG3X4vmBpt0wN83UFOHuwa/Q0EySPAMAzU8gCkht4FlTwAocroBn3gETskskgSw+VWYryKY9pfESqLRH/VCMtnt6VxplCDWj0LGQMEqU2PAYZhwDD1M6QYhjHNtrLcosbHAaZun+korO4nw9SXqS9fX4ax/FO/317dsHXcRt1oULeja2FgOmj3Wmy0r6+twkbHt9VjMISA4WF95XMuhQolQWAYBsmkM07gdxTgApJIR5sL6UoGey48G+436+MsyOUryGw7EBdf6o2z/1juctPtU1TYuiEeG3+oxPyXS1CuYZHYRpyPafuvH0en9y6BgYD5njgMWBp9CS5UHEKx9hJ6hY1EjJ8pGWKUX3J9Ib5CRgoiyRU4WpMu6I8DAMJkUS1WJAFAWbUppcTg9pH4cqb7s1hbEhqNBhufEKlxtm7jcz7FbahQEohotEYAglGNClzFRSShZU85bvv6Hxj1zh3IPrXT5XMZhsHk8cHIvDMAf13QIyjQJNqMRoJZzxZj4j1BGHFHgMcedKMHjwNqteiES/wqclEMlOuK8XflERRrze0yqDCUIgYNskZ7UiAJUb+QIklAlxsAFBvzUcHehBwKpChajtXXFuU1JqEU6i/hH3QUipegs94EgmEYJNeJo8s4DyNp/ou/mrH54GNZEK0Wme0HYeQ9DyNX6/qSJaEhcgzoU58I8MdtVVizsQKjHypE77sKsPYbDbRa4SwTVwyVGD5xBlBT67W8JYQQFNVcwKHS73Gg9FuLSIr1a4/BkZPQPqhffWFfF0kcEFwkcW6XxQXdHwCAJEUXqFp4gkkqlKSF2fXGZ6O4D7UoCUgsEvE3TkGLGlzBBZ+2Krk18w1w7n6zAXP6Il7sNgxgGPxy3kZyRI707anGvEdD8flXGpw4o8M/ni7Gs4tL8OC9wfjH5BD0TnUviH502kiLiFCh0O3+uUJDwZBX9QfK9EUAGMT5tUfboDQEKepms3EJiOYiYLwhkrwdvA1wFqRFxjxUkTIooEKSootL3WmOzxhNrUkohVChJA3orDdRoRYlAZExMksg9zXk+Xw+IIe4aD2wZ1VqVAiZHQYjs8NgdF3uev6lhNZKvPtKFC7nJuP1heFoHSfHzVssPvmiHH0zCnDyLxsB1w7o/J/HMap3BgjLmqYpN9qEwlxfjaEClyqP40DJf6E1VlmOpwT2RkpgH9we9TB6hA03iSSuK35zsSL5iEgSPHib43vEEhZ/11mTkhVdXUrhIenvsAM0NQYA1KIkGbxk4abYRnJCacaMGXWzM+q3gQOtk8ZptVo8+eSTiIyMRGBgIO655x5cuWIni7LAxCEJndAL/XFX8w0W5WM5qPvCJr33h0U03f/33S5V0SpMjuefCselw8nIXheHB+4JQv/eanRrMDPu2UU38OyiG/hpexVuldW7Qe//+26M6jkco3oOR9uPLjjpalPx5MpmYPUoqS3A2Yr9+K1kI3bfWIuzFb+hXH/dkg8JAKL9UtAxeCD8mSDXBJIQrjZfEkmu4EJ9WlINORRQQo1EhW9aeb09rlksSn5UKFEozpCk623kyJFYtWqV5bVKZf0Lcd68efjpp5+wYcMGRERE4Nlnn8WYMWOQm5sLuVzu0b4xDIMEtPdoG75Kw1QBFlgWkDnW41UjazA6eAT+ej4FREFw8b4VnNqTyxmMuCMQI+4IhNFY33ZtLYvPv9Kgqpog67NygGEQEByLCF0rBCtPI1QRjRBlVF3/Gj1w3XFHAjASA1hihFJmcv+V6a7j0M3NII2mm4QpYxDr1wGxfu1tt+8IrlY+TpYbAaxVHPsuVlySGX9ZEAaqR6GaVLg0G9Xb1iRvjmuaGrPrTZKPgBYH3+zaNDM3PyT5LVGr1YiNjbV5rLy8HCtXrsSXX36Ju+82WSq++uorJCQkYMeOHRgxYoTX+kkIwS3cQDgT7bywYI1yy85tKuokTsmFulyCkCZZyNmKSnR86RQAIHPhEADABye3oqMykFOVcnl9fTIZgw7yu1GiLsAtQxGqjGWo1hSiGoVALRCpSkRaaCbAyEAIwQnNr1DLA+AnC4SCUUHOKCFnlFAwCqhk/ghUmeKFjMSA67V/Q8fWQMfWQsfWoMaoQbWhHLVsJRIDeqBLyG0AgEBFKAhYqGUBiFAnIlKVgAhla6hk/g0umuPo5WsCiWs98JBIclXAsCwYhkEgE+Laef+/vTOPjqrK8/jn1ZqVEAhZISEBBSGRJSCbiDJMWKRxawVFGqdpWqbHRlymBZk+YPdMw7Ed26FbwcOw6TDidIO23SwCahBNAIGwGZYIYU8IRJIQQpKq1J0/QspUqiqp5dWW3A/nHVL33Xd/v/vqvfu+9bv33etn/NmuVdU2dr1Fy4hSaOBt95nsevOKkBRKubm5xMfH07lzZ8aMGcN//Md/EB/fKEYOHDiAyWQiJyfHmj85OZnMzEzy8vKcNih1dXXU1f0wxqWqqsorHy3Cwn6+oIrrZIsxxCrdvCov6HAyqNvlqJIDsdSS5zMn/FBWUjyXc34QnIcWvAPAwKWNY52EAinbr0LpNQASjAoJxnQA6iw1XDeVUmm+SrX5e7rok277YMFkuUVJ3SmnPiSH9SFLN/Z2NcwcrfzMad7ahhtWAaHHyH1dnyZME+VZF6w7Y8RcFiMdSyTVWG5w2fQd6br+aBX3mrpAjE1Su11rrU2zRpTCQvIRIJH4lZC7SyZOnMjjjz9OWloaxcXF/PrXv2bs2LEcOHAAo9FIaWkpBoOB2NhYm+MSEhIoLS11Wu6SJUt47bXXVPNTo2iIFrFUcZ0ijjBUjG2/Y5ZcwRWx5CCPVXiVlJG87vbyIRqFSe+PASCZxiiUXeSrmZAzaiJINGaQaLw9H1Hz2YPR0CdyOLWWm9RZbmIWJhqE+fb/JpsIkE4x0NXQA71ixKAJx6AJI0wTTYQuhkhtDPoWr5yHa91cR8zd1+/VFEiu2g8RkQRwsm4fVy2XuCWqyTKMcsOM/0WSL9q11to0+dZbaKFYGjdvjpd4TlALpfXr1/Pss89aP2/dupWpU6daP2dmZjJkyBDS0tLYvHkzjz76qNOyHEY6mrFgwQJefPFF6+eqqip69Ojhlf8Z9KOU81RxncucJYV0r8oLCK11v7kTVXKV1sRSc7tga7vpId/cV0f5Ggu0/qnXGOkZMaB1n26fA0VRGNJ5siu1aBtv5iQKhEByo7xgEElXTee5arnUuDaeLtMNM74XSf5q15y1aRaLoLqusetNDuYOEWTXW0AJaqE0ZcoUhg37YXr9lJQUuzxJSUmkpaVRVFQEQGJiIvX19Vy/ft3m11dZWRkjR450astoNGI0qruYrVEJI0P0o4gjFHGEOJGIUQlv+0A/4vF8Sp7gahecK2IJHAs1R8LOmWBqst9Ea+JOhckWvcKdhk7tAeJqCyTwqUhqEA2cMO0HGieXjNLEuHW8r/FXu+asTauuN1tPabTsepNI2iSopweIjo6md+/e1i083F5klJeXc+HCBZKSGsedZGdno9fr2bFjhzVPSUkJx44da1Uo+Yoe9CaaWMyYOMkhv9tXhdYepk4eok4fmo4ekK7MweSsTEf2nb0639br8ME054gnc6C4OrUAuDa9QFOZrhQXJCIJ4Gz9UW6JaoyEk6HLcsOUf773QLdrN26PTzLqNITpffsWsEQlhAqbxGOCWii1pLq6mpdffpn8/HzOnj1Lbm4uP/rRj4iLi+ORRx4BICYmhlmzZvHSSy/x2WefUVBQwNNPP01WVpb1bRF/olE09CMbBYUyLlEmLjnPrFZDHejox23cevB4K5Y8EUyuiiZ/PEC9secLgdRUritFBpFIqjFXUmxuHLd2pz7b5ekAAjmxpL/btRu333iT45NCB7mESWAJqbirVqvl6NGjvPfee1RUVJCUlMQDDzzAhx9+SHT0DwNn//CHP6DT6XjiiSe4desW//AP/8DatWt9PoeSM6KVzqSJO/meMsJx7XV3f+J195u7y5o4m1vJjW44wLWuOHA8fqn5MdC2/201NG2NyVK7oXJ30k93xLMbZQeTSMJi4YRpPxYa6KJJJFGb5qKpwD5E/N2u3bBODRBSzb9EEjBC6k4JDw/n008/bTNfWFgYf/zjH/njH//oB69cI4P+ZNAfjS/mJfIHHs6p5HSwqZdiyWnZrY5HckEwNeGucPTHw9aTGdGDQSCBX0QSQD/DPZyo308ffbZLLxQEWiSB/9s1OSt3CCIHcweUkBJKoUxLgWQRltAVTY5oJarkd7HU5A+4L5haHu+sDH/g1VIxbna/BkMUqbFw9/K3sBGmRDLQOMb9MjoQ1TKiFHoIwJsRFVIneUU7elKHBg2ige/EMfLZjknU+86Qu4va+nFJC9tjnJTpbMySk3FLzgePtzYOyY0BzY42NVGj/Kb6uBtFcmMsUjCKJItooLyhxO1DgyGaFAhumRqFUqRBCqVQQY5RCixSKPkZgYUrXOAW1RznQIdprD2qpztvzrVmo82B2x4IjOblqrF5gze+u2rCl11tjQbcy9/MxmnzEQ7Uf8YpU4Eb5jrGfeeImvrGRaIjjPKNN4nEFaRQ8jM6RU8Ww6xvwV3iTKBdcg8vokpuTRnww0FuHdNmdKktcdBcNAXJ24N2eOOjBwLJ7SiSH0VSRcNVis2FAMRourporuOKJICa+sZzF2GQQilkENi/GevWFugKhDZSKAWATkoXetM4v8spDnNDVATWodu41P3mrQ0/iKVW7YB7kZxgEE5q+OBB5MrnUaRGI+4fc9uOSdRx1PQ1IEjSZpCgTXXBnHxiNHW9Rciut9DBK5Hk5UBwiRRKgSKVO4gjEQsWjrKXBmFW34ivHuy+GKsEnoslT6JL1uPdFBAtRYuaAkrtsj3s2vNbFMkLkSSE4Gj919wS1YQpkfTVD3HBpHxYANxq6nqTESWJxCWkUAoQiqLQj6EYCaeGG5zA9fEVvkS1qJInXXDgmVhq4zi3BJOn9XcmctzZ1MCLergtkMB/UaQWtk6bj3DNchkNWgYaxqBXDG2YlCKpiRoplEIPiwqbxGOkUAogBsVIJvegRUdn4hoTQ6VB9/LB7jOx5K1gAt+92eYrvPTXY4EUIJF001LFGfNRAPrph9FJ06UNkyHyPfqJpq63cNn1FjIE6q23d955h/T0dMLCwsjOzmb37t2t5t+1axfZ2dmEhYWRkZHBihUrbPavXLmS0aNHExsbS2xsLOPGjWPfvn02eRYvXoyiKDZbYmKiR/6rhRRKASZW6ca9TCJFSfeNAV+Oq/GyC84rseTpsbgpDHw5JYCnqOBT0znwSER4KpBUEEkAkZpODDDcR09dP5J1GW2YDZLvLIhoGswdKSNKklb48MMPmTdvHgsXLqSgoIDRo0czceJEzp8/7zB/cXExkyZNYvTo0RQUFPDqq68yd+5cNm7caM2Tm5vLk08+yRdffEF+fj6pqank5ORw6ZLt0l79+/enpKTEuh09etSndW0L+ZMiCGjebVAnbmFBEK4EbqkTr5c0aU4by5s4nTAScDoh5Q8HO186pOnh2srxzR+irszi3FiukwevLyal9IEw80o4eCKQGo2qbi9Bm9rm4G3VRFKwCGSVkGOUQhBvB2R7cOybb77JrFmz+NnPfgbAW2+9xaeffsry5ctZsmSJXf4VK1aQmprKW2+9BcBdd93F/v37eeONN3jssccAWL9+vc0xK1eu5C9/+QufffYZP/nJT6zpOp0u4FGk5siIUhBRLSrZx+ccEl9hFqZAu+MaKqxA73FkqfHgNmy71kXkcXTFakeov6mEV9Ej8LybrdG45zZtihGcNh2hVtx00awUSc64ZWoUSrLrLYTw81tv9fX1HDhwgJycHJv0nJwc8vLyHB6Tn59vl3/8+PHs378fk8nx86ympgaTyUSXLrbd50VFRSQnJ5Oens60adM4cyaw0+hIoRRE6NAjENykimNir3qNvQfdb/6YKsDGnhdjj1xqCNwUTKHeZaNKPbwVSCpGkr4zH+a0+Qh7a7dhbuMNUSmSWudWfdPM3DKi1NGoqqqy2erq6hzmu3btGg0NDSQkJNikJyQkUFpa6vCY0tJSh/nNZjPXrl1zeMz8+fNJSUlh3Lhx1rRhw4bx3nvv8emnn7Jy5UpKS0sZOXIk5eXl7lRVVaRQCiLClAgGMBINGq5RQpE4EmiXXEOFqBK48IDzNrrUVIaLD//mYiMUhJNqvgZKIDXZbsF580mKzccA6KW/G53iPBIiRVLbNHW9hUuhFDqoFFHq0aMHMTEx1s1RF1pzWg5JaHWohJP8jtIBXn/9dT744AM2bdpEWFiYNX3ixIk89thjZGVlMW7cODZv3gzAunXrWvXVl8jYa5ARo3ShnxjKMfZynlNEimhSlNYHrPoKt8YqCUvri8xCm+OVoO0b0aVxS+B87FLzcqD1shz41hyXxzX5AJ8IN0/FURM+GP90peE8J0zfANBLdzfddXe0Yl6KJFeoMTUAOjnhZChhAbxpbm7fXhcuXKBTp07WZKPR6DB7XFwcWq3WLnpUVlZmFzVqIjEx0WF+nU5H1662s+a/8cYb/O53v2Pnzp3cfffdrboeGRlJVlYWRUVFrebzJTKiFIQkKj3IUPoBcFwc4Iq46H2hwbIchz8iS42FuBdh8kAktIw4+SL65Ovyval/Myd9IpKuN5RxtP4rALpr7yBDl9WKC1IkuYoczB16qDU9QKdOnWw2Z0LJYDCQnZ3Njh07bNJ37NjByJEjHR4zYsQIu/zbt29nyJAh6PV6a9rvf/97fvvb37Jt2zaGDGl7oti6ujqOHz9OUlJSm3l9hRRKQUo6/UimJwDnxcmAdf24NVbJVTGmllhyVTC5ireCwcascxHlzuYT1BBHoI5AcuJDtaWCgvpcLFjopunOXfqhDiN4qp6nDiCS4IdqhumkUJI458UXX+S///u/Wb16NcePH+eFF17g/PnzzJkzB4AFCxbYvKk2Z84czp07x4svvsjx48dZvXo1q1at4uWXX7bmef311/m3f/s3Vq9eTc+ePSktLaW0tJTq6mprnpdffpldu3ZRXFzM3r17+fGPf0xVVRUzZ870X+VbIGOvQYqiKNzFEMKIpAe9A9rN4xaudMGBOt1w0HZXXGNBjf+7PAVAs4e3G11zQY1KAhBQZ1LUNvzRKwbClUi0Sgx3G+5FcXBNqRtZ6xgiqTlGfTu5tjsC3v4o8eDYqVOnUl5ezm9+8xtKSkrIzMxky5YtpKWlAVBSUmIzp1J6ejpbtmzhhRde4O233yY5OZlly5ZZpwaAxgks6+vr+fGPf2xja9GiRSxevBiAixcv8uSTT3Lt2jW6devG8OHD2bNnj9VuIJBCKYhRFIUM+tmk1Ys6DIrjcGmbuCpi7A5TcV4ld227KpZAfcHUvOwmQkk4qSmOwC8CqQmjEsFQ4z8iEGgdDN6WIsl7DNoQupY7OhYBipfTl3jAL37xC37xi1843Ld27Vq7tDFjxnDw4EGn5Z09e7ZNmxs2bHDVPb8h75RgxcGD4Jw4RZ7YSpW47n93AtQFB248FF0VBt6+uq5W15WatPRL7QiSH0TSLUs1l8ynrZ91igG9gx8FUiR5j16roAnQjx+JJNSQEaUQwSIsXBWXMGOiQHxJNvcTpcS4X5CHUSWf2XGhCw5cjCyBe2+zNX/getq16ezh78vIkz8EmtoDxtugxnKD/fU7qRU30aAhSWe/pI/qY7Y6qEgCMMrxSaFFALreJD8gI0ohgkbRMFC5l07EYqKeAyKXSuHfCbjcnoTSB5El1aNLPxSuvjjw1eZL1DwPLvrbKJJ2UCtuEqFEE6u1f/1Y9ShSBxZJAAadbPpDC2/nUOrY17u3hNzd0nJV4abt97//vTXP/fffb7d/2rRpAfRaHXSKnkHKfXSiCybqOSh2US6uBNotdXDjweWWWPJUMHWkX2Bq19mN837TUsU3dTuoFTVEKp0YavxHwpSIZq6pPR1CcH6v/m7XjFIoSSQuE3JdbyUlJTaft27dyqxZs2xG1gPMnj2b3/zmN9bP4eHhfvFPVYSw6xLSKwYGM4YjIo/vucIhsZtMhpGg9HCjXM+739we2O2OLRe74cCNrjjwaHLJ20Z++DtU3jp0lSCYsPKGpYKDdZ9Rxy0ilRiGGMdhVH64TztSV5u/2zUplEIM2fUWUEJOKLVcUfivf/0rDzzwABkZtrNXR0REBNXqw2qiU3QMZBTHxD7KuEgdt/xqP5jEErgxQ7angqnRmO3nUBNOvmwoPegOrBO3+KbuU8yYiFI6k20ch1FpXMbAN7OOB/eDwt/tmux6CzEsXnafBfn1H+yE9N1y5coVNm/ezKxZs+z2rV+/nri4OPr378/LL7/MjRs3Wi2rrq7ObsHAYEajaMlShjNAGUWqcqf7Bfh7pm537Lk5hsTtB6uaky0GYzedwzEKPsCL82hUwknV9SFWE89Q4z92aJHUErXatdbaNDmYWyJxnZCLKDVn3bp1REdH8+ijj9qkT58+nfT0dBITEzl27BgLFizg8OHDdtOrN2fJkiW89tprvnbZfRx0vzWhKArdSLZ+rhd1XOQ7enIXGh+/2ebR3Erudvn5MroE3kWY7B1wnO7LyFOgBJqH4kgIQQMmdIoBgF66AQgsaBStFEjNUKtda61NkxGlEENYvPtxGyxLWIUoQX23rF+/nqioKOu2e/dum/2rV69m+vTpNisPQ2M//rhx48jMzGTatGn85S9/YefOna1OhLVgwQIqKyut24ULF3xSJ18hhOCY2MsZUUiB+JJ6UefCQd7dPG6/BeeJTTdtePTA9eUbZd68qdLmmyx+xMtzZBENHDV9zYG6z2kQZuD2AGY0HU4k+atda61Nk2OUQoxQay/aGUEdUZoyZQrDhg2zfk5JSbH+vXv3bk6ePMmHH37YZjmDBw9Gr9dTVFTE4MGDHeYxGo1OFwgMBRRFoTu9qBTlXOcq+8ROBjCKaKVzoF2zx4eRJfAwumS1pWKUKdRRSTjWizoO1e+iwlKGgkKF5SpdtUm+EUgQ1CIJ/NeutdamyYhSiCHHKAWUoBZK0dHRREdHO9y3atUqsrOzGTBgQJvlfPvtt5hMpoCuPuwP4pUUIhjLYfE1t7jJN+Jz+nMPCUp35wd5OQGlx8ub+FgsgUqCCTqWaFI5qlZpucbh+t3Uipvo0DPAcB9dNIkdLorUnGBo12RESSJxnaAWSs6oqqriz3/+M//5n/9pt+/06dOsX7+eSZMmERcXR2FhIS+99BKDBg1i1KhRAfBWBVoZp9SSKCWGexjHUbGH77nCUZFPtbiLDKW/zxbW9atYAv8KJgjt9d5cwQddjkIILjSc4qTpAAIL4UoUA/VjiNJ0Vt0WEDIiqTX82a7JwdwhhpweIKCEZIu/YcMGhBA8+eSTdvsMBgOfffYZ48ePp0+fPsydO5ecnBx27tyJVtsxGge9YmCgci+pNL4NV8p5zJicH6DCQD+Pxit5attDW6pFMYJxrTd38MNM36fNRzhh+gaBhXhND4YZJvpGJPljlm0/DYT1Z7smu95CDIGXY5QCXYHQJiQjSj//+c/5+c9/7nBfjx492LVrl589Cj40ioY7lQFEi85E0xn97TeNnOKvNeDUsu1ldAm8iDDZ+OHgIRpMEacAiblkTQYXKaKnrj+p2j6+iWb6I4rkx7eF/Nmuya43icR1QlIodUjc6H5rTpKSZvP5vCiiVtykt5KFRlE3wuZxF1zjwZ4JNQ/GLllNetsl54zWxIkvRFQQRLaEENwQ3xOtdAEgXBPFKOMUdIpefWP+6mZrx69Uy4hSiCG73gKKFEodiDpxi+/EESxY+F6UkckwopSYHzKoEFUKmFiC4BNMjggCUaM2daKGwvp9XLVcZJD+fuK0jW9xqS6SpEBSDYNWCqWQwmIBvLgu22G740/k3dKBMCrhZCkj0GOkmkr2iZ1cEN+p/gaSx+OVGg/2/FgvH6RNC7D67LX1dobFYuGy+Qxf1/6dq5aLKGioEdU+MiZFkprotCG2BI9EEkBkRCmU8LD7rTndlGSGk0Oh+IZySjkpCrjKJfqSTYQSpdpYpYBElsDr6JLVBX9GmUKIpvNSJ25x3NQYRQKIVrrQXz+caE2sugb9+TZbBxFJALpgGkcnaRvZ9RZQpFDqgBiVMAZyLxf4ju/EEb6njH1iJ/fyYGN3SaiLJfBq7JKNG2oP/g5BWkbYrjSco9C0DzP1KGjI0GXRU9tP3WVzpEDyKToV7g2JH5FCKaBIoRRqqBBVgsaHfip3EEcSJ8RBOitxPhl467VYgoBHl6zutGhs2qtwarvrUcFMPdFKFzL1I9R97d/f8yF1QJEEoJNjlCQSl5FCqYMToUQxiNE2aRWinEuW09yhGYhBCXNypB9RI7oEqgmmJtqLcGpLGJmFiWpxnc6aeAAStKnczWi6abqrF0UKxISRHVQkAejlGKXQQi5hElCkUJLYPOCFEJwQB6imkmuWEjKUTFKUXl49EL2KKv1QiPfdgT4STE04EhzBJp7cGaguhOBywxm+Mx9CYGGUcQp6pXHtsARtqjoOSYEUELSy6y2kEMKC8OK69eZYiRRKoYlK3W+OUBSFu8jm+G2xdFIc5Lw4RS8liwSlh8cPftXEEgS9YGpOa8LEZ0vKqDAeocJSxgnTAW6I7wGIUKKpFTVWoeQ1gfqFKx8YgOx6CzmElzPQyzFKXiGFksSOGKUr9zCOS5yhWBRyi2qOiXzOiRPcqRlErNLNo3JVEUuNBakzi7gfBZMjgnEagpuWSk6bj3LFcg4AHXoydFn00N7p/QSlgQz/S4Fkg15GlCQSl5FCKVTxYVQJGpdA6UFvkujJeU5xTpzkBtepE7fAC7OqiiVQVzBBwERTMFAvasmv34K4PbFdirY3vXUDvB+nJgVS0CG73kIM4eUYpSD8URZKSKEkaRWdoiODfnRXenNZFJOg9LDuKxMXMRJOjNLVrTJVE0uNham7Rl2Ao0z+plbUEKZEAGBQwkjS9sQk6umlyyJa08XzgoNh8KgUSU7Ry6630MJiAcWL61neC14hhVIo4+OoUnMMGOipucv6uUE0cMJygHpq6Uw30jR9iSPJ5XE3qosl8I1ggnYpmm5YrnPGfJQyy0VGGCZZX/HvpxuG4u10DIFGPhTaREaUJBLXkUJJ4jrNojcNmOmqJFIqzlPBVSosV4mkE6lKH5KUNJfGszQtdRK00aUm2oloEsLCVctlLjacotxSYk3/3lJqFUpui6RgEUcgBZIbyOkBQgzZ9RZQpFAKdfwYVWq01yhGDIqR/soweoksLogiLorT3KSK4+IbTouj9NMMJU5JdrHIII8uNScERVODMHO+4SQXzUXUctOanqBJJUOX5f6EkcEkjkAKJA+QS5iEFsJiQXjR9SanB/AOKZQkXhGmRHCHMoB00Y9L4jTnxSnquEUYEdY89aIOHfpW52JSVSw1Ftj4v68EE9gLhiAVTgoK580nqKcWPQaStb3orr2DCE20awUEmzBqjnwAeIRWRpQkEpeRQkniPg66uHSKnjSlLz3EHVznKlFKZ+u+k+Ig10UZSUpPkpV0IpVOTopVWSw58dVnOBIUfhZPtaKGKw3nuG4pY4B+NIqiQaNo6a0bgIJCgjYNrdLKbR/Moqg5UiB5hV5GlEIL2fUWUKRQag/4u/sNnAoQjaKlK4nWzxZhoVJco55azokTnBMniKErSUpPuikpGJXwFsX6SCyB/wRTc5wJDxXrWC9qudJwntKGc1SIMmv6Nctlumm7A5Ci6+2aX8GOFEiqoJMRpdDCIkCRQilQSKHUXggisdQcjaJhpOZBrlHCZcsZyimhknIqRTknxAFSlAzu0gxtUawPxFKTvxAYwdQSV4VKK+eh0lLOafNhvreUIpr92uysdCNRk0YMXUNXEDVHiiPV0QVpN7FEEoxIoSTxDhfFUjwpxGtTqBO3KBHnKBMXqOJ7womy5jOJes6JE3RTUujU0AVFUdq/YGqL20JHCAuV4nu0aInWxAKN06o0vb0WrcSSqOlJoiaVMCUyYO6qihRIPkMuYRJiCAF4M49SO/jBFECkUGpPBCKqBG6NAzIq4fRU+tKTvtSKGjT8MI3ANXGZs+I4Z8Vx9BjpTByxlm7EahOIJsbz+X1a87uJIBRNtaKGcksJ5aKEckspZupJ0vQkUzMSaBRHd2oHE6dJdjruKySRAsnnyIhSaCEsAuFF11swLpcUSgTV02HTpk2MHz+euLg4FEXh0KFDdnnq6ur45S9/SVxcHJGRkUyZMoWLFy/a5Ll+/TozZswgJiaGmJgYZsyYQUVFhX8qIXGZMCUCQ7NFVsOVSBKUHmjRYaKOq1zilDjEXvOn5Jo/4ntLWSuleYmwBMUDWgjBMXMeX9V/wm7TxxQ27OWK5Txm6tGhR9vst42iKKRp+7YPkdR0/oPgO1CbYGzX5BilEKP5/eHp5gHvvPMO6enphIWFkZ2dze7du1vNv2vXLrKzswkLCyMjI4MVK1bY5dm4cSP9+vXDaDTSr18/PvroI6/t+pqgEko3b95k1KhRLF261GmeefPm8dFHH7Fhwwa++uorqqurmTx5Mg0NDdY8Tz31FIcOHWLbtm1s27aNQ4cOMWPGDH9UIfAE6peDCg+4zko3sjQjGaN5mCGaf6C3cjddSUKLHjMmIsQP3XRnGr4l37SVo+Y8ihsKuWq5xC1x0/tfTn54WNeLOios17jY8B2F5r0cM+dZ9ymKwg1RwS2qAYUYpSsZmkyG6v6RMfrHuEt3j0998ztBLo6ERVgnRvWUYGzX5DxKkrb48MMPmTdvHgsXLqSgoIDRo0czceJEzp8/7zB/cXExkyZNYvTo0RQUFPDqq68yd+5cNm7caM2Tn5/P1KlTmTFjBocPH2bGjBk88cQT7N2712O7/kARQRiTO3v2LOnp6RQUFDBw4EBremVlJd26deP9999n6tSpAFy+fJkePXqwZcsWxo8fz/Hjx+nXrx979uxh2LBhAOzZs4cRI0Zw4sQJ+vTp45IPVVVVxMTEcD8PoVP0qtfRpwSi+81qW/0GWAgLN6myTjmgaBQOmXdzVVyyy6tDT5QSwwDtaGu06qaoQiAII8Kz79LNOlmEBTMmm2jZd+bDlIsSakQ1Zupti0fDWP3j1tnMr1ouoUFDJ6UresXgvr/BThALoyaaiyOzMJFr2URlZSWdOnkevQt0u9bUpvWY93/s/rdJpHVtJ2PZ/ETT+fP2OvDE5v3KI149h8zCRK74yC3fhw0bxuDBg1m+fLk17a677uLhhx9myZIldvlfeeUVPvnkE44fP25NmzNnDocPHyY/Px+AqVOnUlVVxdatW615JkyYQGxsLB988IFHdv1BSI1ROnDgACaTiZycHGtacnIymZmZ5OXlMX78ePLz84mJibE2JgDDhw8nJiaGvLw8l4VSSBOosUrgk3mLFEVDFJ2bmRD0UQaToulFtaigWlRSLSq4SRVmTFSJ6+j5oVH5ruEIZaKxG0OHHiMRGJUwa1dWf+0w6xp11ywl1FJzu4tLNPtnQQhBD90P18/Fhu+oFNcwiTrqqbP+b6YeDVrG6p+wlntTVFElvrceayScSKUTnZSuxGhsFxXupklR9fwFBSEgjprwNoLkLoFo1+RabyGGsODdYG73jq2vr+fAgQPMnz/fJj0nJ4e8vDyHx+Tn59tcwwDjx49n1apVmEwm9Ho9+fn5vPDCC3Z53nrrLY/t+oOQEkqlpaUYDAZiY2Nt0hMSEigtLbXmiY+Ptzs2Pj7emscRdXV11NXVWT9XVlYCYMbk1TxfgSOADaHA54OjdejpLOKI1XSzpllEAzeppl7U0EADiAarP1p0NGDGjAkzldwUlbePUuhLtvU7Pt9winJKcEZiQ1ozUXWZq+Kiw3wWGrgpqqwzlCdrMuhGd8KJIkKJspv00YIFSwiJiTYJwbo4E0hmYWrc76Pgu6/aNWdtmqWuhtqb1VRpzWpVoUNQVVUFBGZgtLfPITON13BTHZowGo0YjUa7/NeuXaOhoYGEhASb9ObXZEtKS0sd5jebzVy7do2kpCSneZrK9MSuPwiYUFq/fj3PPvus9fPWrVsZPXq0R2UJIWxWrXe0gn3LPC1ZsmQJr732ml36V2zxyKeAE2hx5y/7zp7HLj+nBV+YN7ad7Ta5DZtczptv3uxyXknwU15eTkxMTKt5gqldc9amXVr+DHcsd3CAxCVu3LjR5nWgFgaDgcTERL4q9f45FBUVRY8ePWzSFi1axOLFi50e0/Laaus56ih/y3RXynTXrq8JmFCaMmWKTRg5JaXt7obExETq6+u5fv26za+vsrIyRo4cac1z5coVu2OvXr1qp1Kbs2DBAl588UXr54qKCtLS0jh//rzfbormVFVV0aNHDy5cuOC3/vBg8yHQ9oPBh45uPxh8qKysJDU1lS5durSZN5jatWBr05oT6O/UEz+EENy4cYPkZNcW+1aDsLAwiouLqa+vbztzGzgSG46iSQBxcXFotVq7KE5ZWZnT6y0xMdFhfp1OR9euXVvN01SmJ3b9QcCEUnR0NNHRLi7KeZvs7Gz0ej07duzgiSeeAKCkpIRjx47x+uuvAzBixAgqKyvZt28f99zT+IbQ3r17qaystDY6jnAWgoyJiQnojdypU6eA2g8GHwJtPxh86Oj2g8EHjQtvigVTuxasbVpzAv2duutHIARmWFgYYWFhfrVpMBjIzs5mx44dPPLII9b0HTt28NBDDzk8ZsSIEfztb3+zSdu+fTtDhgxBr9db8+zYscNmnNL27dut17Andv2CCCLKy8tFQUGB2Lx5swDEhg0bREFBgSgpKbHmmTNnjujevbvYuXOnOHjwoBg7dqwYMGCAMJvN1jwTJkwQd999t8jPzxf5+fkiKytLTJ482S1fKisrBSAqKytVq18o2Q8GHwJtPxh86Oj2g8EHb+0HS7sW6PMYjL4Eix/ByIYNG4RerxerVq0ShYWFYt68eSIyMlKcPXtWCCHE/PnzxYwZM6z5z5w5IyIiIsQLL7wgCgsLxapVq4Rerxd/+ctfrHm+/vprodVqxdKlS8Xx48fF0qVLhU6nE3v27HHZbiAIKqG0Zs2apiWSbbZFixZZ89y6dUs899xzokuXLiI8PFxMnjxZnD9/3qac8vJyMX36dBEdHS2io6PF9OnTxfXr193yJdA3UKDtB4MPgbYfDD50dPvB4IO39oOlXQv0eQxGX4LFj2Dl7bffFmlpacJgMIjBgweLXbt2WffNnDlTjBkzxiZ/bm6uGDRokDAYDKJnz55i+fLldmX++c9/Fn369BF6vV707dtXbNy40S27gSCohFIwUVtbKxYtWiRqa2s7pP1g8CHQ9oPBh45uPxh8CLR9tQimegSLL8HihyS4CcoJJyUSiUQikUiCATmPvUQikUgkEokTpFCSSCQSiUQicYIUShKJRCKRSCROkEJJIpFIJBKJxAkdUiht2rSJ8ePHExcXh6IoHDp0yC5PXV0dv/zlL4mLiyMyMpIpU6Zw8aLtul7Xr19nxowZxMTEEBMTw4wZM6ioqPDIJ0VRHG6///3vrXnuv/9+u/3Tpk3zyF5LnnnmGbuyhw8fbpPHlXPiCSaTiVdeeYWsrCwiIyNJTk7mJz/5CZcvX7bJ58v6O+Kdd94hPT2dsLAwsrOz2b17t0/sLFmyhKFDhxIdHU18fDwPP/wwJ0+etMnjyvfjDYsXL7YrPzEx0bpfCMHixYtJTk4mPDyc+++/n2+//VY1+z179nR4/f/Lv/wL4Jv6f/nll/zoRz8iOTkZRVH4+OOPbfa7Umdf3ROe4u41u2vXLrKzswkLCyMjI4MVK1b43G5JSQlPPfUUffr0QaPRMG/ePLs8a9eudXg91NbW+tS3r776ilGjRtG1a1fCw8Pp27cvf/jDH9y2KWlnBPalu8Dw3nvviddee02sXLlSAKKgoMAuz5w5c0RKSorYsWOHOHjwoHjggQccTgCXmZkp8vLyRF5ensjMzHR7YssmSkpKbLbVq1cLRVHE6dOnrXnGjBkjZs+ebZOvoqLCI3stmTlzppgwYYJN2eXl5TZ5XDknnlBRUSHGjRsnPvzwQ3HixAmRn58vhg0bJrKzs23y+bL+LWma9GzlypWisLBQPP/88yIyMlKcO3dOdVvjx48Xa9asEceOHROHDh0SDz74oEhNTRXV1dXWPK58P96waNEi0b9/f5vyy8rKrPuXLl0qoqOjxcaNG8XRo0fF1KlTRVJSkqiqqlLFfllZmY3tHTt2CEB88cUXQgjf1H/Lli1i4cKFYuPGjQIQH330kc1+V+rsq3vCE9y9ZpsmCHz++edFYWGhWLlypd0Egb6wW1xcLObOnSvWrVsnBg4cKJ5//nm7PGvWrBGdOnWyaxfdxV3fDh48KP73f/9XHDt2TBQXF4v3339fREREiHfffddt25L2Q4cUSk0UFxc7FEoVFRVCr9eLDRs2WNMuXbokNBqN2LZtmxBCiMLCQgHYzCian58vAHHixAmvfXvooYfE2LFjbdLGjBnjsFFRg5kzZ4qHHnrI6X5Xzoma7Nu3TwA2DZov69+Se+65R8yZM8cmrW/fvmL+/Pk+t11WViYAu8ndWvt+vGXRokViwIABDvdZLBaRmJgoli5dak2rra0VMTExYsWKFT7x5/nnnxe9evUSFotFCOH7+rcUSq7U2d/3RFu4e83+6le/En379rVJe/bZZ8Xw4cN9arc5zu7pNWvWiJiYGLf8UNu3Jh555BHx9NNPe+2LJHTpkF1vbXHgwAFMJhM5OTnWtOTkZDIzM8nLywMgPz+fmJgYmwUwhw8fTkxMjDWPp1y5coXNmzcza9Ysu33r168nLi6O/v378/LLL3Pjxg2vbDUnNzeX+Ph47rzzTmbPnk1ZWZl1nyvnRE0qKytRFIXOnTvbpPuy/k3U19dz4MABm7oC5OTk+KSuLamsrASwW4S1te9HDYqKikhOTiY9PZ1p06Zx5swZAIqLiyktLbU5H0ajkTFjxvjkfNTX1/M///M//PSnP7VZxNPX9W+OK3X29z3RGp5cs/n5+Xb5x48fz/79+zGZTD6z6yrV1dWkpaXRvXt3Jk+eTEFBgVvHq+FbQUEBeXl5jBkzxi3bkvZFwBbFDWZKS0sxGAw2K3kDJCQkWFc1Li0tJT4+3u7Y+Ph4u5WP3WXdunVER0fz6KOP2qRPnz6d9PR0EhMTOXbsGAsWLODw4cPs2LHDK3sAEydO5PHHHyctLY3i4mJ+/etfM3bsWA4cOIDRaHTpnKhFbW0t8+fP56mnnrJZqNKX9W/OtWvXaGhosFut2hd1bYkQghdffJF7772XzMxMa3pb34+3DBs2jPfee48777yTK1eu8O///u+MHDmSb7/91lpnR+fj3LlzXttuyccff0xFRQXPPPOMNc3X9W+JK3X25z3RFp5cs6WlpQ7zm81mrl27RlJSkk/sukLfvn1Zu3YtWVlZVFVV8V//9V+MGjWKw4cPc8cdd7hUhje+de/enatXr2I2m1m8eDE/+9nPPK6LJPRp90Jp/fr1PPvss9bPW7duZfTo0R6VJYSw+YXb/G9neTzxafXq1UyfPt1uxejZs2db/87MzOSOO+5gyJAhHDx4kMGDB7tcD0f2p06dalP2kCFDSEtLY/PmzXaCrTmu1NcV+031N5lMTJs2DYvFwjvvvGNznFr1d5WW9fKkru7y3HPPceTIEb766iubdE+/H1eZOHGi9e+srCxGjBhBr169WLdunXXQtL/Ox6pVq5g4cSLJycnWNF/X3xme1Nkf14kz3PXXUX5H6WrbbYvhw4fbDNYfNWoUgwcP5o9//CPLli3zuW+7d++murqaPXv2MH/+fHr37s2TTz7pll1J+6HdC6UpU6bYdI+lpKS0eUxiYiL19fVcv37d5tdiWVkZI0eOtOa5cuWK3bFXr161+wXjjk+7d+/m5MmTfPjhh236OXjwYPR6PUVFRW4JBVfOSVJSEmlpaRQVFQGunRNv7ZtMJp544gmKi4v5/PPPbaJJjvC0/m0RFxeHVqu1+9VZVlbW5nfrDb/85S/55JNP+PLLL+nevXureVt+P2oTGRlJVlYWRUVFPPzww0BjBKJ5lMEX5+PcuXPs3LmTTZs2tZrP1/VveuOvtTqreU94iyfXbGJiosP8Op2Orl27+syuJ2g0GoYOHerW9+2Nb+np6UDjj4YrV66wePFiKZQ6MO1+jFJ0dDS9e/e2buHh4W0ek52djV6vt+nSKSkp4dixY9YGcMSIEVRWVrJv3z5rnr1791JZWdlmI9maT6tWrSI7O5sBAwa06ee3336LyWRyKUTuqv0mysvLuXDhgrVsV86JN/abRFJRURE7d+50qaH2tP5tYTAYyM7OtuvS27Fjh08egEIInnvuOTZt2sTnn39ubaRbo+X3ozZ1dXUcP36cpKQka3dn8/NRX1/Prl27VD8fa9asIT4+ngcffLDVfL6uvyt1VvOe8BZPrtkRI0bY5d++fTtDhgxBr9f7zK4nCCE4dOiQW9+3Wr4JIairq3M5v6QdEoAB5AGnvLxcFBQUiM2bNwtAbNiwQRQUFNi8fjpnzhzRvXt3sXPnTnHw4EExduxYh9MD3H333SI/P1/k5+eLrKwsj6cHEEKIyspKERERIZYvX26377vvvhOvvfaa+Oabb0RxcbHYvHmz6Nu3rxg0aJDXryLfuHFDvPTSSyIvL08UFxeLL774QowYMUKkpKTYvQrd1jnxBJPJJKZMmSK6d+8uDh06ZPM6cF1dnc/r74im14pXrVolCgsLxbx580RkZKQ4e/as6rb++Z//WcTExIjc3FybutfU1AghXP9+vOGll14Subm54syZM2LPnj1i8uTJIjo62lrfpUuXipiYGLFp0yZx9OhR8eSTT6o6PYAQQjQ0NIjU1FTxyiuv2KT7qv43btwQBQUFoqCgQADizTffFAUFBdY3LV2ps6/uCU9o65qdP3++mDFjhjV/0/QAL7zwgigsLBSrVq3yanoAV+0KIaznPTs7Wzz11FOioKBAfPvtt9b9ixcvFtu2bROnT58WBQUF4p/+6Z+ETqcTe/fu9alvf/rTn8Qnn3wiTp06JU6dOiVWr14tOnXqJBYuXOiWXUn7okMKpTVr1gjAblu0aJE1z61bt8Rzzz0nunTpIsLDw8XkyZPF+fPnbcopLy8X06dPF9HR0SI6OlpMnz5dXL9+3WO/3n33XREeHu5wbqDz58+L++67T3Tp0kUYDAbRq1cvMXfuXFXm0qmpqRE5OTmiW7duQq/Xi9TUVDFz5ky7+rpyTjyhaZoGR1vTPDq+rL8z3n77bZGWliYMBoMYPHiwzev6auKs7mvWrBFCuP79eEPTHEF6vV4kJyeLRx991ObBZbFYxKJFi0RiYqIwGo3ivvvuE0ePHlXNvhBCfPrppwIQJ0+etEn3Vf2/+OILh+d95syZQgjX6uyre8JTWrtmZ86cKcaMGWOTPzc3VwwaNEgYDAbRs2dPhz/SfGHX0XlPS0uz7p83b55ITU0VBoNBdOvWTeTk5Ii8vDyf+7Zs2TLRv39/ERERITp16iQGDRok3nnnHdHQ0OCRbUn7QBHi9ug9iUQikUgkEokN7X6MkkQikUgkEomnSKEkkUgkEolE4gQplCQSiUQikUicIIWSRCKRSCQSiROkUJJIJBKJRCJxghRKEolEIpFIJE6QQkkikUgkEonECVIoSSS3OXv2LIqioCgKAwcO9Lq8prI6d+7sdVkSSajh6Ppfu3atNX3evHk2+T///HP69u2LxWLxr6PNePnll5k7d27A7EuCEymUJJIW7Ny5k88++8zrckpKSnjrrbe8d0gi8SHPPPOMVbw03yZMmGCXNz09nW3btpGbm4uiKFRUVLRa9po1azh16pT189SpUykpKWHEiBF2eX/1q1+xcOFCNBrfPZZ27dpFdnY2YWFhZGRksGLFCjsf1qxZQ3Fxsc98kIQeUihJJC3o2rWry6unt0ZiYiIxMTEqeCSR+JYJEyZQUlJis33wwQc2eY4cOUJ5eTkPPPCAy+V27tyZ+Ph46+fw8HASExMxGAw2+fLy8igqKuLxxx/3riKtUFxczKRJkxg9ejQFBQW8+uqrzJ07l40bN1rzxMfHk5OTYyegJB0bKZQk7ZKrV6+SmJjI7373O2va3r17MRgMbN++3a2ynnnmGR5++GF+97vfkZCQQOfOnXnttdcwm83867/+K126dKF79+6sXr1a7WpIJH7BaDSSmJhos8XGxtrk+etf/8r48eMxGo2q29+wYQM5OTmEhYUBIIRg3LhxTJgwgaZVtioqKkhNTWXhwoUe2VixYgWpqam89dZb3HXXXfzsZz/jpz/9KW+88YZNvilTptiJREnHRgolSbukW7durF69msWLF7N//36qq6t5+umn+cUvfkFOTo7b5X3++edcvnyZL7/8kjfffJPFixczefJkYmNj2bt3L3PmzGHOnDlcuHDBB7WRSALPJ598wkMPPeSTsr/88kuGDBli/awoCuvWrWPfvn0sW7YMgDlz5pCQkMDixYut+aKiolrdJk6caM2bn59vd++PHz+e/fv3YzKZrGn33HMPFy5c4Ny5cz6pqyT00AXaAYnEV0yaNInZs2czffp0hg4dSlhYGEuXLvWorC5durBs2TI0Gg19+vTh9ddfp6amhldffRWABQsWsHTpUr7++mumTZumZjUkEp/z97//naioKJu0V155hV//+tcAXLp0icOHDzNp0iSf2D979izJyck2aSkpKbz77rvMmDGDK1eu8Le//Y2CggL0er01z6FDh1otNzw83Pp3aWkpCQkJNvsTEhIwm81cu3aNpKQkq90mn9LS0ryplqSdIIWSpF3zxhtvkJmZyf/93/+xf/9+a2jfXfr3728zyDQhIYHMzEzrZ61WS9euXSkrK/PaZ4nE3zzwwAMsX77cJq1Lly7Wvz/55BNGjRplk6Ymt27dcnhvPv7443z00UcsWbKE5cuXc+edd9rs7927t1t2FEWx+dzUrdc8vUlc1dTUuFW2pP0ihZKkXXPmzBkuX76MxWLh3Llz3H333R6V0/xXLDQ2rI7SAvlqs0TiKZGRka2KDl92uwHExcVx/fp1u/SamhoOHDiAVqulqKjIbn/LKFhLRo8ezdatW4HGlytKS0tt9peVlaHT6Wxe3vj++++Bxu57iQSkUJK0Y+rr65k+fTpTp06lb9++zJo1i6NHj9qF3yUSiXOqq6v54osvePvtt31mY9CgQRQWFtqlv/TSS2g0GrZu3cqkSZN48MEHGTt2rHW/O11vI0aM4G9/+5vN/u3btzNkyBCbHz3Hjh1Dr9fTv39/D2sjaW9IoSRptyxcuJDKykqWLVtGVFQUW7duZdasWfz9738PtGsSSVBRV1dnF23R6XTExcWxbds27rjjDjIyMnxmf/z48axbt84mbfPmzaxevZr8/HwGDx7M/PnzmTlzJkeOHLG+kedO19ucOXP405/+xIsvvsjs2bPJz89n1apVdm+47d69m9GjR9uILEnHRr71JmmX5Obm8tZbb/H+++/TqVMnNBoN77//Pl999ZXdWAyJpKOzbds2kpKSbLZ7770XaJwWoGW3W1MXs06nzm/tp59+msLCQk6ePAk0Tu8xa9YsFi9ezODBgwFYtGgRycnJzJkzxyMb6enpbNmyhdzcXAYOHMhvf/tbli1bxmOPPWaT74MPPmD27NneVUjSrpARJUm75P7777d55RcgNTW1zZmEHbF27Vq7tNzcXLu0s2fPul22RBJo1q5d6/AaB2hoaGDLli3WcT5NlJWVERkZ2eYYIVeJjY3lueee48033+Tdd9+lW7duDiNce/fu9crOmDFjOHjwoNP9mzdvRqvV8uMf/9grO5L2hYwoSSQtGDlyJCNHjvS6nKioKI9//UokwUB5eTkvvPACQ4cOBRq76AoLC/nTn/7EuHHj2jz+ySefpHv37tbP69evJyoqit27d9vlXbhwIWlpaTQ0NKhXATe5efMma9asUS1SJmkfKKLp/UiJpINjNputUSGj0UiPHj28Ku+7774DGqcOSE9P99Y9iSTgfPzxx8yYMYORI0eycuVKUlNTneZ1dP3fuHGDK1euAI3Lm8TFxfneaYnES6RQkkgkEolEInGC7HqTSCQSiUQicYIUShKJRCKRSCROkEJJIpFIJBKJxAlSKEkkEolEIpE4QQoliUQikUgkEidIoSSRSCQSiUTiBCmUJBKJRCKRSJwghZJEIpFIJBKJE6RQkkgkEolEInHC/wN6ncxzF6kwSwAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.9916767797961749 7.87909033256622e-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": [
      "0.25881904510252074 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": [
      "0.16312187192181576 0.054060748302887096\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": [
      "0.4091157464364966 0.07738809128525397\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": 33,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.10544573082490809 0.00011839152786600587\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",
    "\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": 28,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.10544573082490809 0.00011839152786600587\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",
    "\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": 32,
   "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": [
      "0.43733622848137044 0.007882119109546299\n",
      "0.3453203014026777\n",
      "0.020520240006000844\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": null,
   "metadata": {},
   "outputs": [],
   "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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