diff --git a/Projet-LINMA1702-2023-v2.ipynb b/Projet-LINMA1702-2023-v2.ipynb
index 426c867ea4f9da5813ecae4a246aded0e3627afa..f78cba3044f98d99a532a583f8ee14346bf75e26 100644
--- a/Projet-LINMA1702-2023-v2.ipynb
+++ b/Projet-LINMA1702-2023-v2.ipynb
@@ -54,6 +54,15 @@
     "---"
    ]
   },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "id": "892c7f7b",
+   "metadata": {},
+   "source": [
+    "La pompe à chaleur constitue une solution performante et économe en énergie pour le chauffage d'un bâtiment. Son COP supérieur à un la distingue avantageusement des systèmes de chauffage classiques. Par ailleurs, elle peut être utilisée en mode réversible pour rafraîchir le bâtiment en période estivale.  Dans le cadre de ce projet, nous avons recours à une pompe à chaleur pour maintenir la température intérieure du bâtiment dans une plage de confort tout en réduisant la consommation électrique. Pour cela, nous considérerons une année complète que nous discréditons en intervalles de temps de 15 minutes. Le bâtiment est situé à Montréal, et nous disposons de données de température extérieure pour chaque intervalle de temps."
+   ]
+  },
   {
    "attachments": {},
    "cell_type": "markdown",
@@ -65,7 +74,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 124,
    "id": "08fb3b94",
    "metadata": {},
    "outputs": [],
@@ -95,7 +104,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 125,
    "id": "30d3cb31",
    "metadata": {},
    "outputs": [],
@@ -116,9 +125,18 @@
     "##### Coefficient de performance"
    ]
   },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "id": "17a74ae8",
+   "metadata": {},
+   "source": [
+    "Nous posons l’hypothèse que le coefficient de performance de la pompe à chaleur dépend uniquement de la température extérieure et du mode de fonctionnement, normal ou reverse. En mode normal, le COP est fonction de la température extérieure. Tandis qu’en reverse, c’est une constante égale à 3,2."
+   ]
+  },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 126,
    "id": "6f3f138a",
    "metadata": {},
    "outputs": [],
@@ -136,9 +154,18 @@
     "##### Température [°C]"
    ]
   },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "id": "edd45834",
+   "metadata": {},
+   "source": [
+    "Nous supposons que la température à l'intérieur du bâtiment est uniforme, et nous nous concentrons uniquement sur sa valeur toutes les 15 minutes. Au cours de chaque intervalle de temps, la température intérieure évolue en fonction de la température extérieure : la variation de température entre le début et la fin de l'intervalle est proportionnelle à la différence de température entre l'intérieur et l'extérieur (le coefficient de proportionnalité dépendant de l'isolation du bâtiment). Pour $n$ intervalles, il y a $n+1$ températures à prendre en compte. Les températures initiale ($T_0$) et finale ($T_n$) sont toutes deux fixées à 20°C, tandis que la plage de températures de confort est connue et comprise entre 19°C et 21°C."
+   ]
+  },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 127,
    "id": "55614aa7",
    "metadata": {},
    "outputs": [],
@@ -161,9 +188,18 @@
     "##### Coût de l'énergie [$]"
    ]
   },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "id": "5f418ea2",
+   "metadata": {},
+   "source": [
+    "Le coût unitaire de l'électricité consommée dépend de l'heure où elle est prélevée selon tarif bi-horaire.  Ce prix est plus élevé durant les heures pleines de 7h à 22h."
+   ]
+  },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 128,
    "id": "2aa90a1b",
    "metadata": {},
    "outputs": [],
@@ -184,9 +220,23 @@
     "##### Puissance [W]"
    ]
   },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "id": "1ff5ea64",
+   "metadata": {},
+   "source": [
+    "Pendant chaque intervalle de temps on peut choisir d'activer la pompe à chaleur en décidant de la puissance qu'on lui fournit jusqu'à une valeur \n",
+    "maximale. La pompe préleve alors de la chaleur extérieure et la transférer à l'intérieur du bâtiment (ou\n",
+    "l'inverse si on décide de fonctionne en mode reverse). La quantité de chaleur\n",
+    "transférée est proportionnelle à la puissance électrique consommée et du coefficient de\n",
+    "performance (COP) mais est inversément proportionnelle à la capacité calorifique du bâtiment et à son volume.\n",
+    "On permet le mode normal et le mode reverse simultané. Cela ne posera pas de problème étant donné que la minimisation du coût fournira naturellement une solution dans laquelle maximum un des deux modes est utilisé. En effet, une utilisation simultanée des deux modes est contre-productive car la pompe consommerait alors de l'énergie pour fournir deux variations de température opposées."
+   ]
+  },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 129,
    "id": "fa2e9678",
    "metadata": {},
    "outputs": [],
@@ -224,7 +274,7 @@
     "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad T_{min} \\le T_i \\le T_{max} \\qquad ,\\forall i \\in [0,n]\\\\ $\n",
     "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad T_{i+1}=T_i+\\Delta T_i \\qquad ,\\forall i \\in [0,n-1]\\\\ $\n",
     "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad p_{n_i}+p_{r_i} \\le p_{max} \\qquad ,\\forall i \\in [0,n-1]\\\\ $\n",
-    "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\Delta T_i = -(1-\\eta)(T_i-T_{ext_i}) + \\frac{0,25p_{n_i}COP_n(T_{ext_i})}{C_xV} + \\frac{0,25p_{r_i}COP_r}{C_xV} \\qquad ,\\forall i \\in [0,n-1]\\\\ $\n",
+    "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\Delta T_i = -(1-\\eta)(T_i-T_{ext_i}) + \\frac{0,25p_{n_i}COP_n(T_{ext_i})}{C_xV} - \\frac{0,25p_{r_i}COP_r}{C_xV} \\qquad ,\\forall i \\in [0,n-1]\\\\ $\n",
     "\n",
     "Cette formulation à l'avantage de pouvoir se passer de variables binaires qui imposeraient que la pompe est soit en mode normal, soit en mode reverse. Comme dit précédemment, le problème de l'utilisation simultanée de la pompe dans ses deux modes ne se produit même pas car le solver privilégie évidemment une utilisation unidirectionnelle de la pompe à chaleur (voir Question 1.4)."
    ]
@@ -261,24 +311,24 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 130,
    "id": "922de5b4",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "8.182333695034458"
+       "8.112026533505118"
       ]
      },
-     "execution_count": 21,
+     "execution_count": 130,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
     "objectif = cp.Minimize(c.T@(p_n_i+p_r_i))\n",
-    "contraintes = [T_i[0] == T_initial, T_min <= T_i, T_i <= T_max, T_i[1:n+1] == T_i[0:n]+deltaT_i, 0 <= (p_n_i+p_r_i), (p_n_i+p_r_i) <= p_max, 0 <= p_n_i, 0 <= p_r_i,\n",
+    "contraintes = [T_i[0] == T_initial, T_min <= T_i, T_i <= T_max, T_i[1:n+1] == T_i[0:n]+deltaT_i, (p_n_i+p_r_i) <= p_max, 0 <= p_n_i, 0 <= p_r_i,\n",
     "               deltaT_i == -(1-eta)*(T_i[0:n]-T_ext)+(cp.multiply(p_n_i,COP_normal(T_ext)))*0.25/(V*Cx)-p_r_i*COP_reverse*0.25/(V*Cx)]\n",
     "probleme = cp.Problem(objectif, contraintes)\n",
     "probleme.solve(solver=cp.SCIPY, scipy_options={\"method\":\"highs\"}, verbose=False)"
@@ -295,13 +345,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 131,
    "id": "86342dc9",
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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",
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",
       "text/plain": [
        "<Figure size 1400x400 with 4 Axes>"
       ]
@@ -349,7 +399,7 @@
    "id": "2464e1b7",
    "metadata": {},
    "source": [
-    "##### Intervalle 22504"
+    "### Intervalle 22504"
    ]
   },
   {
@@ -372,17 +422,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 132,
    "id": "3c2a6c3e",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "1.9645635951448925"
+       "1.8115529300351545"
       ]
      },
-     "execution_count": 23,
+     "execution_count": 132,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -390,10 +440,10 @@
    "source": [
     "# Modification de l'intervalle.\n",
     "intervalle_initial = 22504\n",
+    "heure_initiale = 0\n",
     "T_ext = data[intervalle_initial:intervalle_initial+n]\n",
-    "\n",
     "objectif = cp.Minimize(c.T@(p_n_i+p_r_i))\n",
-    "contraintes = [T_i[0] == T_initial, T_min <= T_i, T_i <= T_max, T_i[1:n+1] == T_i[0:n]+deltaT_i, 0 <= (p_n_i+p_r_i), (p_n_i+p_r_i) <= p_max, 0 <= p_n_i, 0 <= p_r_i,\n",
+    "contraintes = [T_i[0] == T_initial, T_min <= T_i, T_i <= T_max, T_i[1:n+1] == T_i[0:n]+deltaT_i, (p_n_i+p_r_i) <= p_max, 0 <= p_n_i, 0 <= p_r_i,\n",
     "               deltaT_i == -(1-eta)*(T_i[0:n]-T_ext)+(cp.multiply(p_n_i,COP_normal(T_ext)))*0.25/(V*Cx)-p_r_i*COP_reverse*0.25/(V*Cx)]\n",
     "probleme = cp.Problem(objectif, contraintes)\n",
     "probleme.solve(solver=cp.SCIPY, scipy_options={\"method\":\"highs\"}, verbose=False)"
@@ -410,13 +460,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 133,
    "id": "cefbc06c",
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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rVp0dOnQIN910E9RqNbp164Zu3brh4sWLuP322zFjxgyX9Xz//ffju+++g0KhQJ8+fRAaGopDhw7htddew+bNm7Fr1y5IpVK3ZHCGwWDA5MmTER4ejvT0dPTu3RtVVVU4cOAAZs6cib/++svtmDz19fXo168fcnNzkZCQgOHDh0MgEKCgoADff/89UlJScMMNN3DH//777xgzZgx0Oh169eqFoUOH4ty5c/j222/x008/YdOmTRg8eHCL780VN954I0pLS7F161akpqbaTXadxbJozIIFCzBnzhwIBAJkZWUhIiIC+/fvx8KFC/HTTz9hz549iI6Odjjv0KFDmDlzJlJTUzFy5EicO3cOe/bswbBhw/D333+jW7dubslfVFSEIUOG4PLly0hMTMTYsWNRUVGB7du3Y+vWrXj33Xfxn//8x+E8QgjGjx+P33//HcOGDUPPnj3x+++/4/XXX8eBAwewdetW8Pl8KBQKTJkyBVu2bEFZWRnGjx8PhULhlmwNef/99/HRRx9h6NChuPXWW7F37168/fbbKCsrw8svv4yBAwciIiICN998M86cOcPFgTpz5oxd/f3xxx946qmnkJycjC5dumDAgAEoKCjAb7/9ht9++63JWCiNKS8vx/Dhw3HixAnExMQgKysLhBAcOHAA2dnZOHToED788EO373Hjxo2QSqV27brhPgCYPHmy2+WxtPQZu0tMTAymTJmCNWvWQKPR2CmvIiIi3CpjxYoVyM7OhsViwaBBg5CQkIAjR45g6dKlWLduHXbt2oWuXbs6nJeTk8PFXRoxYgSKi4uxd+9ejB49Gl9++SUXn6Znz54YP3481q5d6xDrw90PVKPRiGHDhiE3NxdDhgxBZWUl9uzZg7vuugtbtmzByZMnMWvWLGRlZWHkyJHYs2cPPvzwQ1RVVWHlypV2Zf3f//0f1q5dix49enDXP3bsGJYuXYqff/4Zhw4dQlxcnFtyBRoajQaALXaKs+De7Piem5uLuro6BAcHA7DFfAGAgQMHQqfT4fvvv8fhw4fB5/ORmZmJCRMmuByfSkpKMHv2bAwbNgz333+/27IePnwYL7zwAurq6hATE4Obb74ZWVlZTo9tKF9tbS1WrlyJU6dOQSqVYuDAgRg7dqzLANjO+Pbbb3H+/Hl06tQJnTp1cnnNY8eOQa/Xo0OHDrjtttucLrSxdQ7AqWKMrXOdTocLFy44Vb69/fbbyMnJgVgsRkZGBu666y5ERka6fT/uYLVa8eijjyIkJMSj4Mrz5s3D5cuXsXv37mYVaTfccANCQkK4uV7D57lnzx5s3boVnTp1spsPsPXnSqnI1t/x48fdlvny5csA4FKRWFZWhrlz56KkpARKpRL9+vXDHXfc0eT9DR06FK+//jo2btyIe++9121ZKBRKE/jXcIlCuXoYNGgQAUBWrFjR4jIAEAAkLS2NFBYWOuyvrKwk27Zts4t5QQghly9fJsnJyYTH4zmYMbMuIADIZ599xm23Wq3kxRdfJABIz5497c5hTcwBkOeee87OrPi9994jAMjgwYPtzsnNzSVyuZwoFAqybds2u32bN28mQqGQJCQk2Jn/JiYmEoZhyN9//213vNVqddtlxWq1kvT0dAffeEL+jWEAJy5Ob731FgFAhg4damcSbzAYyLRp0wgA8uKLL7olAyHOXRxMJhP56aefHGKhlJeXkz59+hAAZPfu3W6V/9VXXxEA5I477nAw8y4vL7eL7aBWq7l4AR999JHdse+++y4BQDp06GAX98GVaXdz5vzOTPDdcStzVl9//fUX4fF4RKFQkD/++IPbrtfryYQJEwgAMn78eKfyASDvv/++3b5nnnmGACAPPPCASzkaM3r0aAKATJ482a6t7t27l8hkMsLn88nRo0cd7oWt04ZxG8rLy0m3bt0IAPLee+/ZndOcW5mremfPUygUdu9NSUkJiY6OJgzDkOuuu47Mnj2b6yesVisXk6LxO3L58mVy8OBBh+sfOXKEhISEkODgYFJfX2+3z5Vb2e23304AkKeffpro9Xpue2lpKdfeN2/e7PR+G3P27FkCgAwcONDp/vj4eLfjcjTG02fcnNuDq2fVUveUgoICIpVKCZ/Pt4tnZLFYuDbdp08fu3Ma9tkPPvigXcyWDRs2ED6fT2Qymd244o47h7N7YM8DQG6++WaiVqsd5EhLSyOhoaF2bbSoqIhERUURAHbvCSGE7Nixg5SWltpts1gs5LXXXiMAyNSpUx1kc9aHNJTZk7/mxpvWuJVduHCBACAMwxCtVuuwf+3atZwcDfvxiRMnEgBkzpw5nEtOw7/ExESX7mbjxo0jYrGYnD9/ntsGN9zKnP1lZWU5PBtCCOnfvz8BQBYsWEBiY2MdzuvevTspKChwWS9vvfUWmTJlCrn77rtJRkYGAUDi4uKcutw37Ocb/40fP96hj9LpdITP5xMATmNmHT58mDt/w4YNdvtctR+ZTEa+/PJLl/fTEHfdyj744AMCgCxfvpzb1pxb2dGjR4lAILB7J5pyKyPE1sbY2EKDBg0i9957Lxk0aBBhGIbceOON5PLly3bHs66O9957r9PyxowZQwBbDC132Lt3LwFARCIRKS4uttvXsD9x1sb//PNPl+WqVCrC4/FIYmKiW3JQKJTmocohCsVLdO3alQAgW7Zscbr/oYceIlOmTLH7azz4swPi6tWrPb7+559/TgCQDz74wG47+yHn7CPLaDSSDh06OExE2Ilix44dHXy5TSYTCQ0NJUKh0G7f008/TQCQDz/80Kl8Tz31FAFA1q1bx22TSqUkNDTU43ttyI4dOwgAkpKSYhcEkaVfv34OigqTyUQiIiKIXC53OunVarUkJiaGhIaGOihiXOHqQ8UV27ZtIwDIs88+69bxCxcuJADI4sWLmz2WVSQNGDDA6f7MzEwC2CsyA0E59OCDDxIA5KWXXnI4vqysjEilUsLj8ew+OFj5Bg0a5HBOZWWlR88lJyeHU7xUVVU57H/22WcJAPLwww873Atgr3xl2bx5MwFAUlNT7ba3Vjn08ssvO5zzn//8h3sXGiskjx8/3qwioDFsENH169fbbXemHDp69CgBQPr27ev0nTly5AgBbMpNd/jhhx9cKgUIIUQikRAA5Ny5c27fDyEte8ZtrRx69dVXCQAyadIkh316vZ4Lprtv3z5uO9tnKxQKUl1d7XDevffe6/Dx2FrlEI/Hs1M+EGJT6ERERDTbRj2JHRMfH0/Cw8Mdtrt6t5977jmHsba5v+aCbrdGOWS1WjnlydKlSx32jxo1iutDGgZIHjlyJAFABAIB6dChA9m0aRNRqVTk5MmTZPjw4dz9azQau/J+/vlnp7I2pRzasmULmTdvHjl69ChRqVSktLSUrF+/npvX9OnTx2F8ZRUgAoGAZGRkkL1795K6ujry559/kt69e3P9QePFLJZhw4bZKQKSkpJcLpZ8++235J133iGnT58marWaXLlyhaxcuZJTEjuLHcQqr5wt8sycOZO77qpVq+z2Pfnkk2TdunUkPz+faLVacurUKfLss88SPp9PGIYhP//8s1MZndVNU8qhK1eukKCgIDJ06FC77U0ph8xmM+nTpw8JDw8nlZWV3PbmlEOE2OZK7LvJ/gUHB5P58+c7zPO2bNnC9SeNA0gXFhZy/W/nzp2bqgZCiE2B06lTJ5fPori4mMyYMYPs2rWLlJWVkbq6OnLw4EFusSEkJMRpsHYWtg046/coFIrnULcyCqWNWL58OSwWi922oUOHOpjwMwyDMWPGNFnWvn37sGvXLhQVFUGv14MQgpKSEgC2FLzOmDhxosM2oVCIu+++G4sXL8bevXsdZBk6dKiDSa9AIEDHjh1x5MgRVFVVITY2FgC4WB3jxo1zev3Bgwfjgw8+wF9//YW77roLgC3u0r59+zBt2jQ8++yzLUo1vXfvXgDA3Xff7dSdb9KkSfjzzz/tth05cgSVlZUYPny4UxclqVSKzMxMbNy4ERcvXkSXLl08lqshx44dw2+//Yb8/HxotVoQQlBfXw/A9fNqDGs6//bbbyM6OhqjRo1CUFCQ02PZOrnvvvuc7r///vtx+PBh7N271+Ux/qApuaOiojBixAj88ssv2L9/v0N7buziCNhM38PCwrh3ozn27dsHALj11ludpsZ94IEH8O6773JyNsbZO3brrbciNDQUOTk5KCkp4d6X1uLsflNSUgDY3ls2dkfjfc7qwmKx4Pfff8eBAwdQUlLCxeBg26Y7bZR9/8eOHesQowIAF4PIWWwsZ5SXlwNw7dbQUlr7jNuCpt4DsViMCRMm4P3338fevXu52B8sI0aMcFpnkyZNwg8//ODV+0pOTkbnzp3ttvF4PCQlJaGysrLJNuqsHVZVVWH9+vU4deoUamtrufHSZDKhqqoK1dXVbqWsfuedd1pyOz6DYRjMnj0bTz/9NF544QWIxWLceeedqKurw3vvvYeNGzdCIBDAbDbbvTtsTDqz2Yy1a9dy7pXdunXDhg0bkJaWhvz8fKxcuRKPPPIIAJv78RNPPIHOnTu7FfuQZeTIkRg5ciT3Ozg4GGPGjMFNN92EzMxMHDp0CD/++KNd/C9WPj6fj82bNyMhIQGAzY1p8+bNSElJwd9//43t27dj+PDhDtfcvn07AFvcs5MnT2L+/PnIysrCG2+8gf/+9792xzZ2jZPL5Zg8eTJuuukmdO/eHT///DP++OMP9O/fnztm9uzZGDt2LBYtWoSIiAjcf//9sFqt+Prrr/HJJ584rXMA+OCDD+x+Z2RkYNGiRejatSseffRRvPjii7jzzjvdrltXzJw5EwaDAUuXLnX7nPfffx+HDh3CV199ZRcjqDkWLVqEWbNmYezYsZg3bx5SUlJw+fJlvPrqq3j11Vfx559/4tdff+WOHzFiBHr37o0jR47gtttuw5IlS5Ceno6TJ09i+vTpMJvNAOC0r2+IxWLBfffdh4sXL+KGG27A/PnzHY6JjY3Fxx9/bLetf//+2LhxI+677z6sWrUKb775Jj799FOn1wgLC0NRUREqKip8EluLQrnWoMohCsVLsAN1ZWWl0/3sYAoAjz32mMuBLioqymUAQZVKhXHjxnG+/s5glQ6NSUpKcrqdDZDqLEhghw4dnJ7DKiUaBnLMy8sDYAv+2hQN62fJkiUYO3YsvvrqK3z11VeIjo5GVlYWxo0b51LZ0xhW7uburyGsrNu2bXMaA6KxvC1VDhmNRmRnZ+O7775zeYyr59WYYcOG4T//+Q8WL16MSZMmQSAQoHfv3hg+fDgeeugh7qML+LdOXAW/ZbcXFRW5dyNtRGvkbqqtVldX+/z6bCB0ZyQlJaGmpgbFxcVeUw45e8/Y2EVN7WscfLWwsBCjR49uMnaEO22Ufaf++9//OnzYNaRhcO6mUKlUAOCyTsPDw7kPAk/ez/bwbrRGxpb08y3FVV/fknb43Xff4dFHH4VarXZ5vfr6ereUQ4HIk08+iUuXLuHDDz+0i+HFMAzeeOMNvP/++w4ft2xdpaenO8TdEovFmDx5Mt566y3s3r2bUw7NmTMHhYWF2L59u9uBiJtCoVDgqaeewhNPPIGtW7faKYdY+YYNG8YphliioqIwatQo/Pjjj9i9e7dT5RBLSEgIBg8ejE2bNmHAgAF45ZVXMGLECPTt27dZ+WJjYzF16lS888472LJli51y6M4778TChQsxZ84cvPDCC3aBmx999FEcPXoUf//9t9sKhWnTpuHll1/G+fPnkZeX51Fw+casXbsW69evxyuvvOI0dpgz8vPz8eqrr2LIkCF2QeObY9euXXj++efRu3dvrF69mlPodO/eHWvWrEGfPn2wceNGbN68GbfddhsAW7tct24dRo0ahUOHDqFfv35cedHR0Zg3bx5efvnlZutuxowZ+PXXX9GlSxds3LjR40Djc+bMwapVq7B161aXx7AxupwlrKBQKJ5DlUMUipe4/vrrsX//fhw9erRV1hgSicTlvhdffBE7duxAVlYWXnvtNXTr1g0hISHg8/n47bffMHLkSBBCWnztxjS3KtQQdhWxucxBDScZPXr0wJkzZ7BlyxZs2rQJu3btwo8//ogff/wRAwYMwK5du1qdtaQpWdPS0hxW3hvjyepcY959911899136N69O9566y307t0boaGhEAqFuHDhArp06eLR83r33Xcxffp0/PLLL9i+fTv279+Pv/76C2+99Ra+++47jB8/3q1ymlOIeYKnGddaQ1Nye9JWfXH9tqap+/WkLh5++GEcP34c48ePx6xZs9ClSxcEBQWBx+Phs88+w/Tp091qo2w7uPHGG5Gamur29V2hVCoBuFZM9ezZE0VFRThy5IjbAZTdoSXPuC3fASBw2mFz7czddpifn8997C5evBijRo1CfHw8F2x54MCBOHjwoNt95fPPP+9ykcYVs2fPdvsjvSUwDIMPPvgADz30EH755RcUFRUhKioK48ePR3p6OubOnQupVGqn5GcVfc0pCVkrOwDYsGEDJBIJXn/9dbz++usO51gsFi571+LFi91KEsAGh25s7ZWUlISjR496JF9TCIVC3HvvvTh8+DA2bNjglnKoKfkAYNasWbjrrruwZs0a5OXlQalUYtSoUcjKyuIWFNy1WObxeEhNTUV5eTlKSkpapRxiM/pt27YNe/bssdt37NgxADaFolKpRHZ2NrKzs7Fz505oNBqUl5dz2dZYWOX8l19+ie3bt6Nnz55YvHgxAFugbwC46667HN5JPp+PcePG4dixY9izZw+nHAJsz/fYsWP46aefcODAAeh0OmRkZOC+++7DunXrADRdd7Nnz8bnn3+OhIQEbNu2ze1g/A1p6tmysAsJISEhHpdPoVAcocohCsVL3Hbbbfj444+xevVqLFy4sFUZy1zx008/gc/nY/369dxqCQubCcIVbFplV9tbmwmmQ4cOyMnJwaJFizxSqEgkEowdOxZjx44FYEtJP3nyZBw8eBBffPEFHn/88SbPZy0xmru/xrICQNeuXd3OFtYS2PSq3333ncMkqrnn5YouXbpg1qxZmDVrFvR6PT766CO88MILmDFjBqccYp+lqzpx18oL+DelsLMVfYvFgtLS0pbchlPi4uKQm5uL/Px8pKenO+z3RO6WXh9oWb3V1NSgvr7eqaVLQUGBXfmBgkajwbZt2xAdHY0ffvjBoc/ypI2y79TYsWPx3HPPtVq2qKgoAHBp9TVq1Chs3LgR3333HZ566im3y23JM27qHQCAK1euuH19d4iLi8P58+eRn5/v9OOrqXbo637eF2zatAlGoxHPP/88nn76aYf9nvaVa9ascVkPrsjOzvapcoilZ8+eDgqZPXv2cFnpGmb36tWrFwBb3+IM9t1onO1Qr9dj9+7dLmVg97lracFeXy6X223v1asXfv75Z4/lawpWgVBRUeH2Oa7kY+nUqZODi11BQQGKioqQlpbm0XjS3LU85Y8//nC5j1USsco8lnPnzuHcuXNOz8nLy+P6B5bCwkIA/yrcG8Nud/YcBQIBJkyYgAkTJthtP3DggFPZWN566y0sXLgQUVFR2LZtm4Nlmbu4U9/sMd7OJEehXKv4fqmVQrlGuP3223HdddehoKAACxYs8Mk1ampqEBwc7KAYAoAff/yxyXOd7WdjGQDupy92BWs2zipEWkpGRgZmzpwJADh16lSzx7PpV9euXet0Bf/777932Na3b18olUrs3r3bbZejlsBOWpy5PDX3vNxBIpHg+eefR2xsLCoqKrgVWrZOXLmzrVixwu64pmCVbxcuXHDYt3PnTphMJoft7Md0Q1dKd2hK7oqKCmzduhUMwzRr7dVS2Hdgy5YtTj+cmqs3Z8/0t99+Q3V1NVJSUuxcylpaR95EpVLBarUiNjbWQTFkMpk8epe99f6zXH/99QCA8+fPO93/4IMPIjIyEn/88QeWL1/eZFnFxcXcB1NLnnFERAQEAgFyc3MdnpfJZHL5Ie6L98BoNGL16tUOMrL89ttvTu+L7Qcb9vOB0AaBpvvJPXv2oKyszKPy8vLyQGwJV9z+c/WR2xZ8+OGHAGyuTg25/fbbIRAIcPLkSafjFNvuWCUS0PS9AzZLEU/vmZ0j9O7d2277HXfcAcCmKGg8DlitVi6+V0P5moO9J3etDwkhXJ/TWL6mcFXnTXH69GmcP38eMpms1YrEZcuWuXxObKr5vXv3ghCCefPmAbApMF2dM3fuXADA66+/DkIIdu3axV2LTR1/6NAhp7L8/fffAFxbqDWmtLQUa9asQXh4uNMYk59//jlefPFFhISEYOvWra2K2eiq7bHU1dWhuLgYiYmJNN4QheIlqHKIQvESPB4P3377LcRiMV555RXMmjWLM3dtSFVVlcsPnubo3Lkzampq8MMPP9htf++997Bz584mz923bx+++uoru21z585FQUEBevTo4ZaioCmee+45SKVSPP/885zJcUMMBgPWrFnDrWJptVp88MEHDh8yVqsVW7ZsAQC3VpuGDh2Krl27IicnB2+88Ybdvk8//RQHDx50OEcsFmPWrFmor6/HuHHjnK5MFxUVcebYLYUN1vrJJ5/YbV+zZg2++eYbj8piA2425vDhwygrK4NCoeDMqu+55x5ER0dj3759+Oyzz+yO/+CDD3Do0CHEx8e75YY2ZMgQALaP5oYrkrm5uS4tNljrBE/b+cyZM8Hj8TgZWYxGI5588knodDqMGzeuxauQzZGSkoJRo0ahvr4eTz/9tN0Hz8GDB7F06VLw+XxOedmY1157za6OKisruTgXjc9paR15k6ioKCiVSpw6dQr79+/ntlssFrz44otOFYKu6NevH4YPH479+/dj5syZqKurczjm+PHj3LvdHF26dEFUVBSOHTvmVHkhl8uxbNky8Hg8PPzww3jvvfccPlDNZjO++eYbZGZmcs+lJc9YJBJhwIABqK6uxpIlS+zKf+6555Cbm+v0Hlr6jKdNmwapVIrvv/8eGzdu5LZbrVbMmTMHRUVFyMzMdKokVavVePbZZ+3qbPPmzfjxxx8hlUoxdepUbntERASEQiFycnIckiW0JWw/uWLFCmg0Gm57UVERHnvsMX+J1SK6du2Krl27OsSDKi8v5ywIWcxmM+bOnYs1a9bgpptucrDOiIiIwNSpU6FWq/HUU0/BaDRy+5YvX45t27ZBIpF4FH/GFQsWLHBwxTOZTHjttdewevVqh7YD2Kyghg8fjvz8fLz88st2bn9vvPEGzp07h6ioKDsFwv79+7FlyxaHhRyTyYQPP/wQ3377LaRSKe69915uX0VFBZYsWeLgYqpWqzFjxgz8+eefiImJcVBUaDQanD171uFeP/30U7z33nvo0qWLwxi2adMmpzEdT5w4gQkTJoAQgocfftgn7u6+grXKXrlypV3QaQD45ZdfsGrVKvB4PC5RCMupU6ccYsQVFhbizjvvRH19PRYtWsS5frKsWbMGjz32GBQKBTZt2uSW2+Lnn3/u1BJq3bp1mD17NgDH8ZPl77//tlOoUSgUL+CbJGgUyrXL3r17SUxMDAFAxGIxGTJkCJk4cSIZO3Ys6dOnDxEKhQQA6dq1Kzl58qTduWgm7faKFSu4FKSDBw8mkyZNIunp6YTH43EpghunD2fTTs+YMYMwDENuuOEGMmnSJJKRkcGlMj1y5IjdOWxaZFdpe12l4f7555+JTCYjAEhaWhoZM2YMmThxIhk8eDCRy+UEADl69CghhJCamhoCgAiFQtK/f38yceJEMm7cOJKQkEAAkOTkZLtUrU3xxx9/cOV3796dTJo0ifTt25cwDEMef/xxp/VisVjIAw88QAAQkUhE+vXrx8mQkZFBGIYh119/vVvXJ8T5s9u9ezfh8/kEAMnMzCSTJk0iffr0IQDI888/71Fq8aeffpoAIPHx8WT06NFk8uTJZOjQoVz5ixYtsjt++/btRCqV2l27V69eXHraPXv22B3fVFprNsW8UqkkY8aMIcOGDSNyuZxMmDDBZbruHj16cKmMs7OzybRp08gvv/zSZH0RQsj//vc/Lj3yLbfcQiZOnMi1iU6dOpHS0lK7412lEWfxNJ14YWEh6dixIyffxIkTybBhw1zWM3sviYmJZPTo0UQmk5ExY8aQcePGkZCQEAKA3HTTTcRkMtmds3btWu79u/vuu8m0adPItGnTmr0vV+8eIc2/t87qnK1vPp9Phg8fTu69916SnJxMpFIpl+65cXnOUtkTQkhZWRnXxkJCQsjQoUPJ5MmTyahRo7hn+PTTTzuVzRnZ2dkOKdsbs27dOhIUFMRd89ZbbyWTJ08mI0eO5Oo/JCSEnD59mjunJc9427ZthMfjEQBkwIAB5K677iKJiYkkIiKCq4/Gz2rRokUEAImOjiYTJ04k06ZNc5rK2RnffPMN4fF4hGEYcuONN5JJkyZx6bGjo6MdUq+zz/6+++4jSqWSdOzYkUycOJFkZWURhmEIAPL55587XGfMmDEEAMnIyCAPPPAAmTZtGvnqq6+4/U2lsnfVd3naRg0GAzcexcTEkPHjx5NRo0YRmUxGBg4cSAYOHOi0vObGy9YyduxY0q9fP9KvXz+u/cbHx3PbnKVPZ8fnxrLu3LmTMAxDevfuTcaPH0/GjRvHpbfv1asXqaqqcipDbW0t6d69O9fHjBs3jhtD+Hw++eabb9y+H/YcV/vEYjEZNGgQmThxIrn99ttJXFwcAUAkEglZu3at0/MKCgq4VOKdO3cm48ePJ+np6QQAkUqlZNu2bXbHs88/IiKCjBw5kkyePJmMGDGCqwuJREJ++OEHu3PY9qZQKMhNN91EJk+eTIYPH07Cw8O599tZH8Gel5GRQcaOHUsmTJhAUlJSuPnF5cuXHc5h+92kpCRyxx13kIkTJ5IbbriBCAQCAoAMHTqUaLVah/MOHz7MtYt+/fpxqd579uzJbXP2/jmjqVT2rmgqlb3VaiUTJkzg2mafPn3IhAkTuHYEgPzvf/9zOG/KlCkkODiYDB06lEyaNIkMGzaMiMViAoC88sorDseXlZURkUjEzcOmTJni9O+nn35yer89evQgd999Nxk3bhzp2rUrJ9sLL7zg8r5ffvllAoB8//33btcVhUJpGqocolB8gEajIe+//z4ZNmwYiY6OJkKhkCgUCtKlSxdy3333kZ9++snhY5EQ9ya7GzduJP379ydBQUEkJCSE3HLLLWTXrl1k586dTSqHdu7cSTZs2EAGDBhAZDIZUSqV5M4777T7aGJpqXKIEEIuXbpEHn/8cdKpUycikUhIUFAQ6dKlC5k4cSL58ccficFgIIQQYjKZyJIlS8i4ceNIamoqkclkJCQkhPTo0YO89tprLifLrjhx4gQZM2YMUSqVRC6XkwEDBpBff/3VZb2w/PLLL2TUqFEkKiqKCIVCEhUVRTIzM8msWbPI4cOH3b6+q2d38OBBcvPNN5PQ0FASFBREBg4cSNauXdvsB1Zjjh49Sp577jnSt29fEhUVRcRiMUlKSiJjxowh27dvd3rOqVOnyKRJk7g2GBsbS+6//35y7tw5h2ObksdgMJDZs2eThIQEIhKJSGpqKnnjjTeI2Wx2qXy5ePEiGTt2LAkPD+c+qhu2p6ba+q+//kqGDRtGlEolEYlEJC0tjcyaNYtUV1c7HOtt5RAhhFRWVpLnnnuOpKamEpFIREJCQsiIESPI1q1bnR7P3oterydz5swhycnJRCQSkaSkJPLf//7X6ccEIYS89957JD09nZtwN5SzrZRDhBCyfPly0qtXLyKTyUh4eDi58847yfHjx12W50o5RAghOp2OfPDBB2TgwIHc80tISCBZWVnk7bffJleuXHEqmzP2799PAJDHH3+8yeMqKirIvHnzSL9+/UhYWBgRCAQkPDycDBkyhLz99ttO+xJPnzEhtnbZt29fIhaLSVhYGLnnnntIbm6uy2dlMpnIyy+/TFJTU7lFAU+UGfv37ydjxowh4eHhRCgUksTERDJjxgxSWFjocGzDZ3XmzBly5513ktDQUCKVSsmAAQPIhg0bnF6jrKyMPPDAAyQmJoZTjjXsK9tCOUQIIdXV1WTGjBkkOTmZiMVikpKSQl588UWi0Whcludr5RB7767+nF3blXKooKCAZGdnk06dOhGZTEYUCgXJzMwkixYt4sZEV6jVajJnzhySlpZGRCIRCQsLI6NHj25SaeqMppRDr776Khk+fDhJTEwkUqmUSCQSkpaWRqZPn+50vGhIeXk5mTlzJklMTOTG0IkTJzosfhFCyOXLl8mcOXPIoEGDSGxsLBEKhUQul5OMjAzy5JNPkosXLzqcU1dXR1588UWSlZVF4uPjiVgsJjKZjGRkZJDnnnvO6ftACCEqlYo89thjJD09nQQFBXHnzJ07l9TX1zs958CBA+Shhx4i3bt3J+Hh4UQgEJCwsDAydOhQ8vnnnxOz2ez0PHae0dSfq365Md5WDhFiUxB9+eWXZMiQISQkJIQIBAISERFBbr/9drJ582an5/z0009k5MiRJCYmhnuud955p9N+n5B/+wVP62HFihXk7rvvJmlpaSQ4OJgIhUISFxdHxo0b56BcbExqaiqJiIho9h2iUCjuwxDixdRGFAol4MjOzsby5cuxc+dOv8ZVoFCuVhiGQVJSkkMgUErr6dWrFwoLC1FYWOiV1NxXK8uWLcPUqVMxd+5cLkYJhUKhXK0cPHgQAwcOxKxZs7Bw4UJ/i0OhXDXQmEMUCoVCoVACkv/973+orKzE559/7m9RKBQKhRIg/N///R9CQkLw4osv+lsUCuWqgiqHKBQKhUKhBCS33347brrpJvzf//0fDAaDv8WhUCgUip85evQo1q9fj5deeglhYWH+FodCuaoQ+FsACoVCoVAoFFc4yx5EoVAolGuTXr16gUZFoVB8A405RKFQKBQKhUKhUCgUCoVyDUPdyigUCoVCoVAoFAqFQqFQrmGocohCoVAoFAqFQqFQKBQK5RqGKocoFAqFQqFQKBQKhUKhUK5hqHKIQqFQKBQKhUKhUCgUCuUahiqHKBQKhUKhUCgUCoVCoVCuYahyiEKhUCgUCoVCoVAoFArlGoYqhygUCoVCoVAoFAqFQqFQrmGocohCoVAoFAqFQqFQKBQK5RqGKocoFAqFQqFQKBQKhUKhUK5hqHKIQqFQKBQKhUKhUCgUCuUahiqHKBQKhUKhUCgUCoVCoVCuYahyiEKhUCgUCoVCoVAoFArlGoYqhygUCoVCoVAoFAqFQqFQrmGocohCoVAoFAqFQqFQKBQK5RqGKocoFAqFQqFQKBQKhUKhUK5hqHKIQqFQKBQKhUKhUCgUCuUahiqHKBQKhUKhUCgUCoVCoVCuYahyiEKhUCgUCoVCoVAoFArlGoYqhygUCoVCoVAoFAqFQqFQrmGocohCoVAoFAqFQqFQKBQK5RqGKocoFAqFQqFQKBQKhUKhUK5hqHKIQqFQKBQKhUKhUCgUCuUahiqHKBQX7NmzB/Pnz4dKpfK3KNcMH374Ib799lt/i9FmFBQUYN68eThz5oy/RfE7JpMJ//d//4cNGzb4WxQKhUJpd1yrcxaVSoX58+fjwIED/halVdAxsG1YuXIlPv30U3+LQaEELFQ5RKE4IT8/H2PHjkVQUBCUSqW/xbkm+PDDDzF//nz079/f7XN27doFhmGwa9cu3wnmQxITE1FZWYnx48dDo9H4Wxy/Mnv2bHzxxRcePf+G5OXlgWEYLFu2zK3jf/zxR4SFhUGtVjvsMxgMLZKhIVVVVZDL5di0aVOry6JQKJSmuJbnLEqlEjKZDHfddRdKSko8OnfZsmVgGAZ5eXkuj/F0bGkpLRkD3ZE/kGAYBvPmzfNaeUOHDkW3bt3cPv6vv/7Ck08+iXnz5mHjxo0eXWvevHlgGMZTEdsFf/31F0QiEfLz8x32GY3GVpdvMpmQkJCAjz/+uNVlUXwPVQ5RvA7DMG79BeoHvclkwr333ovs7Gz85z//8ck1Pv74Y59PNAKFN998Ez///HOTx/z999949dVXsWHDBnTq1KltBAsQPvjgA3Tu3BmPPfaYR+exExUej4crV6447K+rq4NUKgXDMHjiiSe8Ja5TNm3a1KoJ3y+//IIVK1Zgy5YtiIyM9J5gLrBYLJg7dy6efPJJKBQKbntVVRVGjhwJmUyGjh07uuyjjh07hvvvvx8JCQkQi8UICwvDLbfcgq+//hoWiwUAEB4ejocffhivvPKKz++HQqG0HDpnaZ5An7M8//zzmDBhAiZNmsT1wS1l6NChyM7O9opcWq0W8+bNa7bttPUYeC1iNBoxdepUfPzxx1ixYgVmzJjhYGXn7vMKZNyZczfmv//9LyZNmoSkpCRum16vx+TJkyGXyxEdHY0ff/zR6bk5OTmYPn06UlJSIJFIEBwcjEGDBuH999+HTqcDAAiFQjz77LP43//+B71e3+J7o7QNAn8LQLn6aOwW9M0332Dbtm0O26+77rq2FMttTp8+jYkTJ+Lpp5/22TU+/vhjREREeG0CEsi8+eabuPvuuzF27FiXx5w+fRpr16712GpkyJAh0Ol0EIlErZTSf/B4PHz33Xd47733UFxcjLi4OI/OF4vF+O677zBr1iy77evWrfOmmE2yadMmLFmypMUKory8PGzevBlpaWneFcwFGzZswPnz5/Hoo4/abZ89ezb0ej3Wrl2LQ4cO4Z577kFubi7kcjl3zBdffIHHHnsM0dHReOCBB9CpUyfU19fj999/x7Rp01BSUoI5c+YAAB577DF88MEH2LFjB26++eY2uTcKheIZdM7SPO1hzvLBBx/gvffew/nz55Genu61cpOSkqDT6SAUCj0+V6vV4rXXXgNgUzq5oqVj4AMPPICJEydCLBZ7LNu1xvnz5/HMM89g4sSJAICFCxfizJkzGDBgAHdMU8/r5ZdfxuzZs9tM3pbizpy7IceOHcP27dsd3DIXLVqEkydP4rvvvkN+fj4efvhh9O/fH4mJidwxGzduxIQJEyAWi/Hggw+iW7duMBqN2LdvH1544QWcPn0an332GQBg6tSpmD17NlatWoWHHnrIa/dL8T5UOUTxOvfff7/d7z/++APbtm1z2B6o9OzZEz179nT7eEII9Ho9pFKp74RqR3K0BE8nnHq9HiKRCDweDxKJxDdCNYHVaoXRaPTatWUyGf773/+26Nzbb7/dqXJo1apVGDVqFNauXesNEb2G2WyG1Wq1U+j58qPGGV9//TUGDRqE+Ph4u+0HDx7EypUrcf3112Ps2LHYuHEjzp07h8zMTAC2vuyxxx7DgAEDsGnTJgQFBXHnPvPMMzh06BBOnTrFbbvuuuvQrVs3LFu2jCqHKJQAhc5Z/IO35eDxeHjuuee8UlZDGIbx+TzD0zFQo9FALpeDz+eDz+f7SCrXOBvHA53u3buje/fu3O9JkyZ5dL5AIIBAcPV9Nn/99ddITEx0WJw9ePAg3njjDdx5550AgH379uHvv//mlEO5ubmYOHEikpKSsGPHDsTGxnLnzpw5E5cuXbJz3QsJCcGIESOwbNkyqhwKcKhbGcUvWK1WLF68GBkZGZBIJIiOjsb06dNRU1Njd1xycjJGjx6NXbt2oU+fPpBKpejevTtn8rlu3Tp0794dEokEmZmZOHr0qN352dnZUCgUuHz5MkaOHAm5XI64uDjMnz8fhJBWybR161ZOJja43ddff42bb74ZUVFREIvFSE9Px9KlSx3OP336NHbv3s2Zq7MrFK58mp35lTclR21tLZ555hnO7SUtLQ0LFy6E1Wp16/ls3rwZgwcPhlwuR1BQEEaNGoXTp09z+3fs2AEej4dXX33V7rxVq1aBYRjunhmGgUajwfLly7l7bagIKioqwkMPPYTo6GiIxWJkZGTgq6++siuTjSv0/fff4+WXX0Z8fDxkMhnq6upcxhz6888/ceutt3KxCLKysrB//367Y7Kzs5GcnOxw786eAeuatXLlSmRkZEAsFmPLli1u34Mr3GkvzTF58mQcO3YM586d47aVlpZix44dmDx5stNzysvLMW3aNERHR0MikeD666/H8uXL7Y5h4yy88847+Oyzz5CamgqxWIy+ffvi77//5o7Lzs7GkiVLuHpi/xqXsXjxYq4MNgD3uXPncPfddyMsLAwSiQR9+vTB+vXr7eSorq7G888/j+7du0OhUCA4OBi33XYbjh8/7lE9sej1emzZsgW33HKLw76UlBR88MEHyMnJwerVq3Hp0iU7M+vXXnsNDMNg5cqVdoohlj59+jgoOocPH44NGzY49DcUCqX9QOcsgTtn+eWXXzBq1CjExcVBLBYjNTUVr7/+eqvdy1icxRxin1NRURHGjh0LhUKByMhIPP/889x18/LyOBcxduxoHHPHnTGQrcvdu3fj8ccfR1RUFDp06GC3r3HMoebmcIDNMsaZNVPjuVFz47gzDAYD/vOf/yAyMhJBQUG44447UFhY2Oy1WDyN73P48GEMHDgQUqkUHTt2xCeffGK332g04tVXX0VmZiaUSiXkcjkGDx6MnTt32t1nU8+rqbnh6tWrkZ6eDqlUigEDBuDkyZMAgE8//RRpaWmQSCQYOnSo09hQ7sxX2WtfunQJ2dnZCAkJgVKpxNSpU6HVau3kaWrO7Yyff/4ZN998s8O9paSk4LPPPsP58+exbds27Nmzx86y7a233oJarcaXX35ppxhiSUtLc1B6Dh8+HPv27UN1dXWTMlH8y9WnAqW0C6ZPn45ly5Zh6tSpeOqpp5Cbm4uPPvoIR48exf79++3Mdy9duoTJkydj+vTpuP/++/HOO+9gzJgx+OSTTzBnzhw8/vjjAIAFCxbgnnvuwfnz58Hj/av3tFgsuPXWW9G/f3+89dZb2LJlC+bOnQuz2Yz58+e3SKbz589j0qRJmD59Oh555BF06dIFALB06VJkZGTgjjvugEAgwIYNG/D444/DarVi5syZAIDFixdzsU5Ya5Ho6OgW1aMzObRaLbKyslBUVITp06cjMTERBw4cwEsvvYSSkhIsXry4yTK//fZbTJkyBSNHjsTChQuh1WqxdOlS3HjjjTh69CiSk5Nx88034/HHH8eCBQswduxY9O7dGyUlJXjyySdxyy23cPFzvv32Wzz88MO44YYbOBee1NRUAEBZWRn69+/PDa6RkZHYvHkzpk2bhrq6OjzzzDN2cr3++usQiUR4/vnnYTAYXK5Y7dixA7fddhsyMzMxd+5c8Hg8bgK8d+9e3HDDDS2q6x07duDHH3/EE088gYiICCQnJ3t8D41xp700x5AhQ9ChQwesWrWKa88//PADFAoFRo0a5XC8TqfD0KFDcenSJTzxxBPo2LEjVq9ejezsbNTW1joM5qtWrUJ9fT2mT58OhmHw1ltvYdy4cbh8+TKEQiGmT5+O4uJip24YLF9//TX0ej0effRRLkbP6dOnOeud2bNnQy6X48cff8TYsWOxdu1a3HXXXQCAy5cv4+eff8aECRPQsWNHlJWV4dNPP0VWVhbOnDnjsRve4cOHYTQa0bt3b4d9b775JkaOHImvvvoKAoEAixcvRkREBACbufnvv/+OIUOG2JlVN0dmZibee+89nD592qPAmRQKJXCgc5bAnbMsW7YMCoUCzz77LBQKBXbs2IFXX30VdXV1ePvtt1skpztYLBaMHDkS/fr1wzvvvIPt27dj0aJFSE1NxYwZMxAZGYmlS5dixowZuOuuuzBu3DgAQI8ePQDA7TGQ5fHHH0dkZCReffXVJhNYuDOHawnOxnFXPPzww1ixYgUmT56MgQMHYseOHU7nI96gpqYGt99+O+655x5MmjQJP/74I2bMmAGRSMRZqNTV1eGLL77ApEmT8Mgjj6C+vh5ffvklRo4cib/++gs9e/Zs9nm5Yu/evVi/fj33vixYsACjR4/GrFmz8PHHH+Pxxx9HTU0N3nrrLTz00EPYsWMHd66n89V77rkHHTt2xIIFC3DkyBF88cUXiIqKwsKFCwE0Ped2RlFREQoKCpzOh1566SXcdNNN6Nq1KwCb2/3111/P7d+wYQNSUlIwcODAJuunIZmZmSCE4MCBAxg9erTb51HaGEKh+JiZM2eShk1t7969BABZuXKl3XFbtmxx2J6UlEQAkAMHDnDbtm7dSgAQqVRK8vPzue2ffvopAUB27tzJbZsyZQoBQJ588klum9VqJaNGjSIikYhUVFS0WKYtW7Y43KtWq3XYNnLkSJKSkmK3LSMjg2RlZTkcO3fuXOLstfz6668JAJKbm9usHK+//jqRy+XkwoULdttnz55N+Hw+KSgocCifpb6+noSEhJBHHnnEbntpaSlRKpV22zUaDUlLSyMZGRlEr9eTUaNGkeDgYLtnQgghcrmcTJkyxeFa06ZNI7GxsaSystJu+8SJE4lSqeTqcufOnQQASUlJcahfdh/7zK1WK+nUqRMZOXIksVqt3HFarZZ07NiRDB8+nNs2ZcoUkpSU5CCXs2cAgPB4PHL69OkW3YMr3G0vzmDlrKioIM8//zxJS0vj9vXt25dMnTqVk33mzJncvsWLFxMAZMWKFdw2o9FIBgwYQBQKBamrqyOEEJKbm0sAkPDwcFJdXc0d+8svvxAAZMOGDdy2xu84C1tGcHAwKS8vt9s3bNgw0r17d6LX67ltVquVDBw4kHTq1InbptfricVicShXLBaT+fPnO1zr66+/brLevvjiCwKAnDx50ul+jUZD/vzzT1JSUmK3/fjx4wQAefrpp5ssvzEHDhwgAMgPP/zg0XkUCsU/0DlL+5mzuLqH6dOnE5lMZje+OMOZnI1xNrawz6nhGEQIIb169SKZmZnc74qKCgKAzJ0716Fcd8dAVsYbb7yRmM3mJuX3ZA6XlZXl9Jk2nhs1NY4749ixYwQAefzxx+22T5482aEuPJmHOSMrK4sAIIsWLeK2GQwG0rNnTxIVFUWMRiMhhBCz2UwMBoPduTU1NSQ6Opo89NBD3LamnperuaFYLLZrP+x7HRMTw82nCCHkpZdesntWnsxX2Ws3lJUQQu666y4SHh5ut83VnNsZ27dvd5jPNcRgMJBDhw6RvLw8u+0qlYoAIHfeeadb12EpLi4mAMjChQs9Oo/StlC3Mkqbs3r1aiiVSgwfPhyVlZXcX2ZmJhQKhZ2ZJwCkp6fbBYzr168fAODmm2+2W8Fnt1++fNnhmg2zNbFWHkajEdu3b2+RTB07dsTIkSMdrtPQd16lUqGyshJZWVm4fPmyQ1YEb+BMjtWrV2Pw4MEIDQ21u5dbbrkFFosFe/bscVnetm3bUFtbi0mTJtmdy+fz0a9fP7t6kMlkWLZsGc6ePYshQ4Zg48aNeO+999yyqiCEYO3atRgzZgwIIXbXGjlyJFQqFY4cOWJ3zpQpU5qNTXDs2DFcvHgRkydPRlVVFVemRqPBsGHDsGfPHrdd6xqTlZVlF+SyJffQGG+1l8mTJ+PSpUv4+++/uX9duZRt2rQJMTExdv72QqEQTz31FNRqNXbv3m13/L333ovQ0FDu9+DBgwE4f89cMX78eLsMLNXV1dixYwfuuece1NfXc/XGZgu7ePEiioqKANgCbrOr6haLBVVVVVAoFOjSpUuz9euMqqoqALC7p4bIZDLccMMNiImJsdteV1cHAE7dyZqCvU5lZaWnolIolACAzlm8h7fnLI3vgR1PBg8eDK1Wa+du7QsaZxkdPHiwW2OjJ2MgyyOPPNJsfCFP5nCe0ngcd8WmTZsAAE899ZTd9uYsqVuKQCDA9OnTud8ikQjTp09HeXk5Dh8+DADg8/mctbnVakV1dTXMZjP69OnTonlEQ4YNG2ZnjcW+1+PHj7ebLzR+31syX3XW3qqqqrj5iac0Nx8SiUTIzMy0c68H6Hzoaoe6lVHanIsXL0KlUiEqKsrp/vLycrvfjZUNSqUSAJCQkOB0e2N/ex6Ph5SUFLttnTt3BgDO/9dTmTp27Oj0uP3792Pu3Lk4ePCgnR8wYJt4sTJ6C2dyXLx4ESdOnHA5iDe+l8bnAnAZPDc4ONju96BBgzBjxgwsWbIEI0eOdDvIXEVFBWpra/HZZ59xmQyak9NVnTeElX/KlCkuj1GpVC4HwqZofP2W3ENjvNVeevXqha5du2LVqlUICQlBTEyMy2eYn5+PTp062bkxAP9m4snPz7fb3vj9Y+uu8XvWFI3r7tKlSyCE4JVXXnGZ6r28vBzx8fGwWq14//338fHHHyM3N9cujkR4eLjbMjSGeBgDiG379fX1LbqOJ/ETKBRK4EDnLN7D23MWwOae9fLLL2PHjh0OH8m+UHCxSCQSB5lDQ0PdGhs9GQNZPJkDuTuH8wR3rg/Y5hA8Hs/BnYl1ZfQ2cXFxdhlFAfv3hQ20vHz5cixatAjnzp2DyWTijnX3vlzR0ve9JfPVpuZjrXm2dD5EaQhVDlHaHKvViqioKKxcudLp/saDrauVElfbPe3kWiKTMwuWnJwcDBs2DF27dsW7776LhIQEiEQibNq0Ce+9955bFiuuOkxXgRWdyWG1WjF8+HCH7FUs7KDpDFbGb7/91sFyAoBDpgaDwcAF2szJyYFWq4VMJnNZfuPr3H///S4HxsZ+3u5kNGHLffvtt11mb1EoFABaX9ctuYeGeKO9NGTy5MlYunQpgoKCcO+99zoof1qKN94zV3X3/PPPO13NBsAFPnzzzTfxyiuv4KGHHsLrr7+OsLAw8Hg8PPPMMy2yAmMVSjU1NVxQT3dIS0uDQCDgAk26CzsRZGMXUSiU9gWds7jG33OW2tpaZGVlITg4GPPnz0dqaiokEgmOHDmCF198scWWwu7QmixhnoyBLJ7MgdyZwzEM47TtefLsWoun7aelrFixAtnZ2Rg7dixeeOEFREVFgc/nY8GCBcjJyWlV2S193z2Zr7pbpqc0nA95QnBwMOLi4uyys7oDnQ+1D6hyiNLmpKamYvv27Rg0aFCbpFK1Wq24fPmy3QTjwoULAMCZgnpDpg0bNsBgMGD9+vV22n1nZryuBkR2FaC2thYhISHc9sbWHE2RmpoKtVrtNBuTO+cCQFRUlFvnz507F2fPnsU777yDF198EbNnz8YHH3xgd4yze2UzWFgslhbJ6QpW/uDg4GbLDQ0NRW1trcN2d+u6tffgSXtxh8mTJ+PVV19FSUmJy8DQAJCUlIQTJ07AarXaKZBY8/vG5sPu4OkqELsqLhQKm627NWvW4KabbsKXX35pt722trZFEww2uGJubq5dWtvmkMlkuPnmm7Fjxw5cuXLFYVXQFbm5uQD+tcyiUCjtCzpnCdw5y65du1BVVYV169ZhyJAh3Ha23/U3rurNkzHQEzyZw4WGhjp1gfPk2TkjKSkJVqsVOTk5dtZC58+fdypDa+ZhAFBcXAyNRmNnPdT4fVmzZg1SUlKwbt06u2cyd+5cu7La0qLFk/mqJ3hyDw3nQ54yevRofPbZZzh48KCdG21T0PlQ+4DGHKK0Offccw8sFgtef/11h31ms9npQNFaPvroI+7/hBB89NFHEAqFGDZsmNdkYjX6DTX4KpUKX3/9tcOxcrncaZnsYNHQx55NS+ku99xzDw4ePIitW7c67KutrYXZbHZ57siRIxEcHIw333zTzuyWpaKigvv/n3/+iXfeeQfPPPMMnnvuObzwwgv46KOPHGLWOLtXPp+P8ePHY+3atU5XHhpexxMyMzORmpqKd955B2q1uslyU1NToVKpcOLECW5bSUkJfvrpJ7eu1dp78KS9uENqaioWL16MBQsWNJmR7fbbb0dpaSl++OEHbpvZbMaHH34IhUKBrKwsj6/NTsrcfXejoqIwdOhQfPrppygpKXHY37Du+Hy+w6rY6tWrHeIxuEtmZiZEIhEOHTrk8blz584FIQQPPPCA0/Z1+PBhh3f18OHDUCqVyMjIaJG8FArFv9A5S+DOWZzdg9FoxMcff+z29X0Ja0nduO48GQM9wZM5XGpqKs6dO2e37fjx4w5p1D3ltttuAwCHhUJnWedaOw8DbO39008/5X4bjUZ8+umniIyMRGZmJgDn7eTPP//EwYMH7cpy9bx8gSfzVU9w9a46Iz4+HgkJCS2aD82aNQtyuRwPP/wwysrKHPbn5OTg/ffft9t2+PBhMAzjtjKJ4h+o5RClzcnKysL06dOxYMECHDt2DCNGjIBQKMTFixexevVqvP/++7j77ru9dj2JRIItW7ZgypQp6NevHzZv3oyNGzdizpw5nOm1N2QaMWIERCIRxowZg+nTp0OtVuPzzz9HVFSUw+CfmZmJpUuX4o033kBaWhqioqJw8803Y8SIEUhMTMS0adPwwgsvgM/n46uvvkJkZCQKCgrcut8XXngB69evx+jRo5GdnY3MzExoNBqcPHkSa9asQV5enkuLi+DgYCxduhQPPPAAevfujYkTJ3LX3rhxIwYNGoSPPvoIer0eU6ZMQadOnfC///0PAPDaa69hw4YNmDp1Kk6ePMkpDDIzM7F9+3a8++67iIuLQ8eOHdGvXz/83//9H3bu3Il+/frhkUceQXp6Oqqrq3HkyBFs374d1dXVbt1vQ3g8Hr744gvcdtttyMjIwNSpUxEfH4+ioiLs3LkTwcHB2LBhAwBg4sSJePHFF3HXXXfhqaee4tK9du7c2e0Aha25B0/ai7s0TkPvjEcffRSffvopsrOzcfjwYSQnJ2PNmjXYv38/Fi9e7HGAQQDcBOypp57CyJEjwefzMXHixCbPWbJkCW688UZ0794djzzyCFJSUlBWVoaDBw+isLAQx48fB2BbnZo/fz6mTp2KgQMH4uTJk1i5cqVDTA53kUgkGDFiBLZv326XFtodBg4ciCVLluDxxx9H165d8cADD6BTp06or6/Hrl27sH79erzxxht252zbtg1jxoyhPvYUSjuFzlkCd84ycOBAhIaGYsqUKXjqqafAMAy+/fbbFrvZeBupVIr09HT88MMP6Ny5M8LCwtCtWzd069bN7THQE9ydwwHAQw89hHfffRcjR47EtGnTUF5ejk8++QQZGRktDnAMAD179sSkSZPw8ccfQ6VSYeDAgfj9999x6dIlh2O9MQ+Li4vDwoULkZeXh86dO+OHH37AsWPH8Nlnn0EoFAKwzSPWrVuHu+66C6NGjUJubi4++eQTpKen2ylmmnpe3saT+aonuJpzu+LOO+/ETz/9BEKIR/OU1NRUrFq1Cvfeey+uu+46PPjgg+jWrRuMRiMOHDiA1atXIzs72+6cbdu2YdCgQa2KF0lpA9ooKxrlGsZVmuvPPvuMZGZmEqlUSoKCgkj37t3JrFmzSHFxMXdMUlISGTVqlMO5aJSem5B/022+/fbb3LYpU6YQuVxOcnJyyIgRI4hMJiPR0dFk7ty5DumxWysTIYSsX7+e9OjRg0gkEpKcnEwWLlxIvvrqK4dUqaWlpWTUqFEkKCiIALBLJ3r48GHSr18/IhKJSGJiInn33XddpoV1JUd9fT156aWXSFpaGhGJRCQiIoIMHDiQvPPOO1xqz6bYuXMnGTlyJFEqlUQikZDU1FSSnZ1NDh06RAgh5D//+Q/h8/nkzz//tDvv0KFDRCAQkBkzZnDbzp07R4YMGUKkUikBYJdis6ysjMycOZMkJCQQoVBIYmJiyLBhw8hnn31mJwsAsnr1aqdyolEqYEIIOXr0KBk3bhwJDw8nYrGYJCUlkXvuuYf8/vvvdsf99ttvpFu3bkQkEpEuXbqQFStWuExX2ri9eXIPrnC3vTijYSr7pnAme1lZGZk6dSqJiIggIpGIdO/e3SEFvLP3qWGZDVO9ms1m8uSTT5LIyEjCMAxXf02VQQghOTk55MEHHyQxMTFEKBSS+Ph4Mnr0aLJmzRruGL1eT5577jkSGxtLpFIpGTRoEDl48KBDGl53U9kTQsi6desIwzDNpkh2xeHDh8nkyZNJXFwcEQqFJDQ0lAwbNowsX77crl85e/YsAUC2b9/eoutQKJS2h85Z2tecZf/+/aR///5EKpWSuLg4MmvWLLJ161anc4PGtCaVvVwudzjW2fzhwIEDJDMzk4hEIoex050xkJXx77//dlv+5uZwLCtWrCApKSlEJBKRnj17kq1bt7pMZe9qHHeGTqcjTz31FAkPDydyuZyMGTOGXLlyxWmaeHfnYc7IysoiGRkZ5NChQ2TAgAFEIpGQpKQk8tFHH9kdZ7VayZtvvkmSkpKIWCwmvXr1Ir/++qvDvRLi+nm5Ozd0VV+u5rLuzFddzfecPf+m5tzOOHLkCAFA9u7d2+Rxrrhw4QJ55JFHSHJyMhGJRCQoKIgMGjSIfPjhh0Sv13PH1dbWEpFIRL744osWXYfSdjCEBIh6nULxAdnZ2VizZo1Tk00KhXJtYrFYkJ6ejnvuucepW4a3eOaZZ7Bnzx7OlJpCoVCags5ZKBRKWzNs2DDExcU1Ga+ytSxevBhvvfUWcnJy2iR2G6Xl0JhDFAqFQrmm4PP5mD9/PpYsWeKzj7Cqqip88cUXeOONN6hiiEKhUCgUSkDy5ptv4ocffmh1MHJXmEwmvPvuu3j55ZepYqgdQGMOUSgUCuWa495778W9997rs/LDw8Pp6j+FQqFQKJSApl+/fjAajT4rXygUuh2DjOJ/qOUQhUKhUCgUCoVCoVAoFMo1DI05RKFQKBQKhUKhUCgUCoVyDUMthygUCoVCoVAoFAqFQqFQrmGocohCoVAoFAqFQqFQKBQK5Rrmqg1IbbVaUVxcjKCgIJophkKhUCiUaxhCCOrr6xEXFwcer32vi9H5DYVCoVAoFMD785urVjlUXFyMhIQEf4tBoVAoFAolQLhy5Qo6dOjgbzFaBZ3fUCgUCoVCaYi35jdXrXIoKCgIgK2igoODvVq21WpFRUUFIiMj2/0KpDeh9eIcWi/OofXiHFovzqH14hxaL85pXC91dXVISEjg5ga+YsGCBVi3bh3OnTsHqVSKgQMHYuHChejSpQt3zGeffYZVq1bhyJEjqK+vR01NDUJCQty+hi/nNwBtU66g9eIIrRPn0HpxDq0X59B6cQ6tF+f4en5z1SqHWFPr4OBgnyiH9Ho9goODaWNtAK0X59B6cQ6tF+fQenEOrRfn0Hpxjqt68bUb1u7duzFz5kz07dsXZrMZc+bMwYgRI3DmzBnI5XIAgFarxa233opbb70VL730ksfX8OX8BqBtyhW0XhyhdeIcWi/OofXiHFovzqH14hxfz2+uWuUQhUKhUCgUSluyZcsWu9/Lli1DVFQUDh8+jCFDhgAAnnnmGQDArl272lg6CoVCoVAoFNdQ5RCF0o6pPFcJo9oIABDKhOAJeGD4DEKSQsATUC07hUKh+BOVSgUACAsLa3EZBoMBBoOB+11XVwfAtnpotVpbJ6ATrFYrCCE+Kbs9Q+vFkUCuk5rcGuiqdK0uh+EzUEQrII+Wg8d3b15ltVpRX1QPY57RI4sHZaIS8ih5S0VtksrzlQjuEAyRXGS33Wwwo+p8FSxGi0+u2xCr1Yra2loYQ5zXizhYjPDO4T6VQVulRW1uLRgeA4bHAAzAE/AglAkhDhJDGi5t80D//niPjGojdDU66Gv0AGOre3GwGJIQScAkOvBHvZh0JlSeqwSxEAD/WOOw1cE0sM5h/2nwmz1WGiaFIlpha18+oHG9eLt+qHKIQmmnGOoMyN+T73Rfh/4dEN0juo0lolAoFAqL1WrFM888g0GDBqFbt24tLmfBggV47bXXHLZXVFRAr9e3RkSnWK1WqFQqEEKoKX8DaL04Eqh1oqvSIXdTrlfL5PF5kEZKIYuWQRGngCT8349oq8UKQ40BukoddFU6aCu0UJWpIJV6pmiQhEmQMirFq3IDgLpIjYIdBQhOCkaHIf8GrLVarMjdmAuDytDE2d6DEAKdTocKaYXLekkbmwZRkMjpvtZi0phw+dfLTSrChHIhlB2VCE4OhiRU4hM5GtOW7xEhBIW7C1F/pd7pflGwCOHXhUOZovT7InNb9y8WowX5v+XbFGatRCAWQNFBgcjrIyGUC70g3b80rpf6eufPsqVQ5RCF0k7R1dhWxOJviIcySQmj2giL0YLc33Ohr/X+BwOFQqFQ3GfmzJk4deoU9u3b16pyXnrpJTz77LPcbzb4ZGRkpM9iDjEMQ4OANoLWiyOBWic5x3IQHBSMtNvTIFK0TtFgNpihLlGjvrgemlINDJcNMFy2KVP4Yj74Ij5MGhOIlXDnBAcFQxYpQ9qANAgl7n0Y5u/Oh65ah6ioqFbJ64z6o/UIDgoGU8sgNCgUQqlNppIjJRBbxUgYlICIrhFev25jrFYrKisrERER4dBe6grrUHigEBKzBBFR3peFEIKLf12EXCxH0q1JkIXLQKwExEpgNVth0pqgq9KhOqcaxnwjKvMrIQmVIDQtFOGdwx0srrxJW75HRX8WgallEH9dPEKSQyANk4IQAkOdwXb/F6qhOaOB/rIeiYMTEdox1KfyNEVb9y85W3MgMouQNDQJoamhIIQA/7zWhLD/afDbyf+tFivUJWqo8lXQletQfaAaGRMz3LY6dIfG9SKReFeJSZVDFEo7hVUAKWIUkIZKIQ2VAgAK9hbAUNc2q0AUCoVCceSJJ57Ar7/+ij179rQ6taxYLIZYLHbYzuPxfDZhZhjGp+W3V2i9OBJodWI2mFFfWI/ghGCEJIZ4pczg2GCgN0CsBJpyDVQFKuhVelgMFpj1ZsjCZZBHySGLlEEeKQdPxEN5eTmCooLcrhd5pBzaCi3MOrNXFRFGtRF1hXUQyoQw682ouVSDmOtjYDFaUHGqApIQCRL6J/jMBaYhVqsVErMEsjCZQ70IJUIU/VEEbZkWvOu835bKTpRBU6pBVLcoRHaJdHlch/4doCnToPpSNWou16D0cCnKT5QjaXASwtJa7h7cHG3xHlXnVKP8ZDkUMQp0uq2TvcIi3vZPh34dUHW+CiVHSpD3ex50PXSIvyG+TdqHM9qqf6nNq0XdlTqEdQpDfN/4VpUVkhCCDjd0QMG+AlScqYDVYIVA4V2VS8N68XbdUOUQhdLOIFYCi9HC+dJLQuw1xqIgEQz1VDlEoVAobQ0hBE8++SR++ukn7Nq1Cx07dvS3SBTKNUVtbi2IlfjkQ57hMVDEKKCIUTR5XEtigLBzOYPK4FXlUMXZCoAASUOSkL8nH5XnKhFzfQzKTpbBYrQgYWDbKIaaQygTQigT+sTynRCC0mOlEAWJ0KF/08p6hvn3GScMTEBtfi2u7L+C3B25qCusQ8KgBPCFfK/L6Gu0VVrk786HUCZE6ohUl5YsfCEfUd2iENIxBJe3X7Yp1co16HR7J7+7mfkKq9mKKweugC/iI2FggtfKFUgEXPntCaocolDaEVaLFWfXnuUGT4FEwHU+LOIgMWrza2HWm8ET8K7azpziGlWBCtWXqgHYlIVxfeICJsAghXI1M3PmTKxatQq//PILgoKCUFpaCgBQKpWQSm3WnaWlpSgtLcWlS5cAACdPnkRQUBASExNbFbiaQqEA1ZeqwfAZv7rDtASx0mYdqK/VIyguyCtlEitB5blKiIJEUCYpEd45HGUnylCbV4vyk+UQK8U+tYbxFL6ID4vJ+4GxNWUamPVmxKbHejQnZni2dqSIUSBvVx6qLtgCd6eOSPW6jL6m5HAJrGYrOo/uDKGseVdHkVyELmO64MqBK6g4U4HSY6WI6xPXBpK2PaXHSmFUG5EwMIFzufQGbFujyiEKheJ1Ks5UoOxkGYiFwKg2QpmohEghQlC84wRCHCwGCHD8m+Ng+AzSx6c7WBdRrl4IISjYV8BlsQNsg7w8Sg5xsBh8Uftb8aJQ2gtLly4FAAwdOtRu+9dff43s7GwAwCeffGIXYJpNcd/wGAqF4jlmvRn1xfUISQ5pd2Md+8Fu1pu9VmZNbg3MOjPi+8WDYRhEXBeBshNlyN2RC6vZioRBgWE1xMIT8mDWee/+WWrzawHYssG1BKFUiLRb05D7ey5qLtegNq8WIckh3hPQx5i0JqgKVAjuEOxRNjyGxyBhYALUpWqUHitFWFrYVfc9YagzoPR4KaRhUkSmu3Y3bAlUOUShUHxG1cUqGOuNkIRIoExSIuWWFJcmoZHpkbbMGSoD6grroKvWXXWdOcWGUW3E5e2X7VbaiNWmQIzpGYPIjEic+v4UCvYVAACk4VKkj0/3l7gUylUPF7SyCebNm4d58+b5XhjKNQshBOUny1FxtgIWowVWkxV8ER/yKDkUMQqEpob6NMCuv6grrAMAKJNapgTwJ6yrkjc/JCvOVIDhM4joYgvwLFFKEBQXhPriepvVUGrgWA0BtjrwRcxMVb4KQpkQskhZi8tgGJuipK6wDgX7CxAUH9Ru3MuqLlaBWEmLgo4zPAaJgxNx/pfzKNhXgM6jO/tAQv9RfKgYxEJ8oihtr8oh6m9CobQDjPVGyCJkSL87HWkj05qMei8OFiNxUCJiesYAsK0YUK5OVFdU0JRr7AYehsdAHiVHZEYkRHIR0m5NQ/wN8ZBHyaGr0nl1VZLS/iCEcBlaKBTK1YfZYEbObzko/KMQVpMVEqUEilgFhDIhavNrUfhHIc6uO8tlPL2aYJVDwR28n8XP13j7Q9JQb4C6RI2Q5BC78AORGTbriPi+/gsy7AqekAerybsf0oY6A/S1eigTla12rxfKhIi/IR4mjQnFh4q9JKHvqTxXCYFE0GJrJ0W0AhFdI1BfXM+FLLgaMBvMqMmtgSJWgaBY77hyNqS9Koeo5RCFEuBYLbYUm4rYpgMgNkYgtb3eJh1VDl2t6Gtssac6j+4McZBjNiMACI4PRnB8MPgiPjTlGtQV1iE4IRgCMe3+rzXqi+uR81sOLEYLGB6D+BvioUxSgi/kuxWDgEKhBDaGegMu/HoBxnojwjqFIWlwkl2MFYvJgprLNSjYW4ALGy6g8+jOkIZJ/Sixd6krrIMkVNIuraLY5+StmDs1l2sAwCGmUGjHUHS/r3tA1hFfyLellrdYvZb6m3Mp85I1WcR1Eai6UIXyU+UI7xQOWUTLrZHagvqSehhUBkT3iG6VMjC+Xzxq82px5eCVq2YOWX2xGsRCOMs6b9NelUPUcohCCXDY2DEihWcDORtUzRf+25TAQF+rB0/Ac6ttyKNtfua5O3JxfPlxFP5Z6GvxKAGA1WzFmbVncGz5MVzcdJHL4iOUC1H4RyFO/3AaJ1acgK766rMioFCuNfL35MNYb0TijYnoeFNHh+C7fCEfEV0ikDI8BRajBRd+vQBtldZP0noXXbUOJq2pXVoNAd7/kKzJqQFfxHdaH4GoGAJslkMAvGo9pMpXgeEzCI73TrtgGAZJQ5IA2N63QLfCrTpfBQAtcilriEAsQIf+HWDWmVH8d/uxmmqKyvOV4Iv4CE3xTfB6qhyiUChehRACXY0O9cX1AODSMsQVfDEfDI+hlkNXIeWnylH4RyE05RpIQiRumUrLwmWIvyEekemR4Iv4UJeo20BSir9Rl6qhq9JBKBNCEatAx5s7ouPNHdHlji6IzYzlzMz1Ku+nD6ZQKG1H1cUq1BfVI6JrRLOBVUOSQpA6IpVTEF0NLmbt2aUMsLmEMzzGKx+SepUe2kotQjqGeM0Cpy1gY/h4y3rKYrRAXapGcHywVzP3SsOkiO4RDW2lFmUnyrxWrrexGG2WgooYhVdij4Z3DociVoGKMxVQl7XvOaS2UgtdlQ5haWE+y+pMlUMUCsWrVJyuwJnVZ1Cw1xZMWBzsmXKIYRgIJAJqOXSVYagz4MqBKyg7UQaL0QJFjPvuhjE9Y5B4YyJkETLoa6ky4GrHarFyyuXkocnoPKozpwwSyUWIy4xDxHW21USLwfvpgykUSttg1ptReLAQAqkA8f3i3TpHmahE6shUWE1WXNpyqd0vJNUV1oHhMz6JHdJW8AQ8r3xI1uT841IWYAGnm8PblkOqKyoQK/FJgPK4zDhIQiQoPlQcsJa3Nbk1sJqtCO8S7rUykwYngeExKNhbEPBWU01Rea4SALxaN42hyiEKheJV2JW82N6xSBiUgKA4zyc8QpkQRrURtfm1ATt4UTyDtfCIvyEe3Sd3R4cBHTwuQxIigcVoocHKr2IubLyAo18eRemxUvCEPMjCncdFYAOV0kDlFEr7pfCPQpj1ZiQMTPAoFogyQYnEGxNhrDciZ2tOu/uIYbGaragvqYciRuEzK4C2gCfwTkDmmss1EEgELZo3+hNvZ2yru2KzJgtJCvFKeQ3hCXhIHpoMQgjyduUFpKJEVaAC4N37l4RIENMzBrpqXUBbTTWF1WxF9aVqSMOkkEfKfXYdhs9w12tPtN8elEK5yjFpTWB4DGIzYxGVEdWiQHIihQgmrQk5W3Nwdt1Zr5nqUvwHm+ZVFimDSCFqUfYN1rz4yoErKPyjEEaN0asyUvyPulQNoVyIsLQwJA5KdNl/sB+SZgNVDlEo7RFdtQ5VF6oQnBDcIkuRiK4RiOkZA025pt1+7KlL1SAWAmVC+0th3xCesPWWQ3qVHrpqHUKSQwIuG1lzcEG5jd6Zq6rL1BAHi32WcEEeJUdMzxhoK7Wouljlk2u0FGIlqCusgzxKbpetzhvE9IqBWClGyZESbk7anqjNq4XFaGl1HKbmoJZDFArFq5g0Jghlwlal3kwYlIDkoclQJilBrIS6mF0FsAOxp26GDZFHywHGtrpYdqIM1RevntSkFNtEhFgIguKC0PHmjgjv7NpsmloOUSjtG/ajNLZXbIvLiOsTB7FSjNLjpe3Svay9xxti8YZbmSr/H2uRFqYt9yd8kfcsh8wGMwwqA+RRvrMMAYCY62PAF/FReqwUhHjfesisN7coJpi6VA2ryQplovcVpjw+D0mDk2A1W1Gwr8Dr5fsa1qIqNNU3gahZqHKIQqF4FZPW1OrVDpFchPDO4ZwPPv0AbL/UF9ej9Fgp6ovqwfCYVmUbkUfK0XNKT3S9qysA2i6uNtjn6c5qIU/IAxgac4hCaY8QQlB9sRqiIJFH8ecaw/AYxN8QD6vJipIjJV6UsG2oK6yDUCaENEzqb1FahVeUQwUq8AS8dudSBjSwHPKClbumXAMAPlcO8UV8RHWLgkFlQM3lGq+Xn7szF2dWn/H4vVRdsSlAfKEcAoCguCCEdw5HXWEdqi+1nwVGQmwWVbIIGZfV2VdQ5RCF0sYQK4GmXGPLxnOVxdMhhMCka71yiIVaB7RvCCHI+S0HRX8VQVetgzRM2mpzcb6ID4nS5l7mLRNuSmDgiXKIYRgIxALqVkahtEPqi+ph0poQ3qn1QVVDO4ZCHiVH5dnKdpW90Gq2Qlejs1nEtnNaqxxis3MFxQe1y9hLnOWQF+IutZVyCACiukWBJ+Ch9GipV8s1G8xc3CRNhcajc1UFKpvCNNx3CtMO/TtAIBHgysEr7WYOoa3Qwqw3IzjB91aGVDlEobQxZSfKcO7nczi//jzOrDkDdWn7TqvIYtKabIMagdeVQ+3RXJwCGOuNsBgtCOsUhuvGXYfOozt7pVw2M0h7GdQp7uGJcggA+GI+VRxTKO2Qqgs2l7KmXEc9oUP/DiBWguK/i71SXlugrdQCBD4NLNtW8IX8VlnNcNm5fGQt4mu8bTnE8BifKkdYBBIBItMjoavWoTa/1mvlsi6CgGcKM6PaCH2NHsEJwa0KTdEcAokAHfp3gFlnRvGh9tFnsC6obRGfjGEYMHyGKocolLaivrgeDJ9BbG+bnz3rQ9qe0VRocGLFCZz/5TwAQCinlkOUfya/sMVTkEXIuNW11sIwDPgiPnUpusrwVDkkEAtg0phQfrqcM0WnUCiBjcVkQW1eLeTR8lbFoGuIIkYBZZISNZdrOMuLQKctLUR8DU/AAwhanPmKVSa0W+WQF1PZa8o1kEXIwOO3zadudI9oMDzGq9ZD1ZeqwfAYjy3K2O+htlCAhHcO5ywO20NwatUVFfgifpv1F95wFW1rqHKI0u4w680wqo1Ql6khj5QjNjMWfDEf1ZeqUfhHISrOVPhbxBZj0tgse0KSQxCbGeu1SPpUOdQ+qThTgdM/nuYC/rlKR94a+GL+Ve9WZtKaYFQbUZNbg8I/Ctt9P9EcniqHxMFiWIwWXNl/BZc2X6L9BIXSDqjNrYXVbPWa1RBL/A3xAAMU/VXk1XJ9BetuI4vw/vjY1rTGcoZYCVRXVJBFyFoVk9CfsKnsW2s5pFfpYTFY2lRhKJQJEd45HJpyjVdCXRg1RtQV1kGZqIRIIfKoTlQFKoBpuwDt8f3ibRaHAW49ZDaYoSnXICg+qM0y+bVH5ZB3c9tRKD5GXarG+fXnud/yaDkYhkFIUgiqLlRxaViVScp2OTiyq0VhaWEITfFeFH2qHGqfVF2sgqHOALFSDEWMApJQidevcbXHmyk5UuJywhKSHOKzFLf+xFPlUOLgRERcF4GayzWoOF0Bfa2+VcFtKRSK76m6UAWGx3h1rgAA0lApwjuFo+pCFdSl6oDvCzTlGkhCJF6zqPUndjFKPDQG05RrYDFYoOzWPq2GAO9ZDvnLmiy8czgqz1Wi6mIVOvTr0Kqy2CDPYZ3CUHqs1O1sw1aLFfXF9VDEKNrsnQiKDUJwQjCqL1Ujukd0wCpq64vqAdI2FlUsPH77Uw75xXJowYIF6Nu3L4KCghAVFYWxY8fi/PnzdscMHTrU5qvX4O+xxx7zh7iUAILNBBBxXQRiesYgqlsUACApKwndJ3e3rXgB7TZANWdK7GWFNl/EB8NjoKvSoepCVYvSYlLaHmO9EbIIGTImZCB1RKpPfMf54qvPrcxQZ8DpH0/j5KqTKDlSAnGwGNE9ohHbOxbpd6cjrk8cAEBf236CrrpDydESHP3qKEqP2czaBWI3Yw4J+bbJXbxtlbE9mIZTKNcyZoMZ9SX1UCYq3X7PPSGmZwwAcH1JoGLWm2GsN14VLmVA6wLYsrFuQpJCvChR2+ItyyF/KYcUMQqIgkSovljd6rT21RerwRfzoUxUemR9oinXwGq2tqkCBAD3/RXIFoes23xbWVQB/1gOWdqXcsgvlkO7d+/GzJkz0bdvX5jNZsyZMwcjRozAmTNnIJf/+yI/8sgjmD9/PvdbJgtMTSTFtxBCULCvAMZ6IzTlGogUIiQNTrI7hmEYiBT/pnLVVevavGP0Buxg4gtzR5FCBG2lFnm78iBWitHt3m5evwbFe1gtVpi0Jp+v2vJFNrcyQohPAxe2JVUXq6Cv1UMaLoVQLkSHfh3s6tGktblv6mv17TLdryvqi+pBrARB8UGQKCUeW0WJlbal6vaUqYhCuRapL7atgPsq444kRILQlFDUXK6BtkrrE5dmb8C5lEUGpnye0hrLGVW+77NT+RqG908A31ZaDmkrtBBIBF6LxeUJ4Z3CUXKkBPXF9dyCi6doq7TQVesQcV0EeHyeR4HK1SW25DyK2La1+JOFyxDWKQzVF6uhuqIKyG+wuit1kIRKIFK0nWcJT8Brd9b5flEObdmyxe73smXLEBUVhcOHD2PIkCHcdplMhpiYmLYWjxJgGFQGVJ6t5AaNyPRIl8eybjc1l2tALASKWAWCYtvPxx9rOeSLj/ROozpBX6NHydESaCu0V5Uy4GqEjT/l60GMXXW2GC0+WYFuS6ouVMGoNnIrbtfddZ1TRSunBLnKLIfMBjNEChE63dapReezE+manBqYNCYEdwhGWFqYN0WkUChegM2448sV8JieMai5XIPSo6VIuSXFZ9dpDdoKW7KGqyFTGdByyyFDnQH6Wj0iuka0+3ldazO2EUKgq9b5zR0yrFMYSo6UoPpidYuVQ9UXbS5l4Z1s8cR4Qh6IhYBYSbOLx/UltmQ9/ngn4vvGozavFvl78pExISOgXD111TqYtCaEpnrXDbc5aMyhFqJS2cy8wsLsJ6ErV67EihUrEBMTgzFjxuCVV15xaT1kMBhgMPxrCl9XZxs4rVYrrFbvPhSr1QpCiNfLbe/4ql709XoQK0GHgR04xZCra/CEPIiCRdCUaaAp00AUJEK3Sf61kPGkXqwWK4iVgMD79SiUCyGUC1GTVwN1iRpGjdGv8Vboe+Qcq9VmMaSuU4NYCQRygU/riCfkgVgJzq47C4FEgJQRKRBKAy8OT3PtRV+rR+6OXO53eJdwEBCnWV8EMgHAAGUnylB+qhwhHUPQcVhHn8nuSxrWi1lvBl/Mb3l7YWxx3NQlauhr9VBdUSEkJcSr8rYVjdsL7WcoVxN1V+ogVoohDvKdZYQsQgZloi1zmb5WD0mI92PetZa2TFfeFrRUOcS6lCmTAs9aw1N4Al6rLIf0tXpYzVa/tQmJUgJ5lBw1uTVIvDGRe6buQghB9aVqiIPFnIKrYbtoSuFCrASaMg0U0Yo2C7jcEJFChA79O6BgbwEK/yhE0pCk5k9qI+pL6gGgxQq7lkKVQy3AarXimWeewaBBg9Ct278f8ZMnT0ZSUhLi4uJw4sQJvPjiizh//jzWrVvntJwFCxbgtddec9heUVEBvd67q8NWqxUqlQqEEPB4NOEbi6/qpbagFnX1dajT1YGUN+/DGzYwDCaNCWWHylBVWoXy8nKvydISPKmXmooa1NXXoaq6CnqRb6wa1EY16urrUJxXDGmE/yZUbfUe6attEwWT2oT6QpspPk/IQ3Sf6IBa1WCpOl+F3F25kEqlYBgG9YZ6wIdN2CgzwigwQlulhVlnhjBRCEV84AUgba691Fy0vTsxfWMgi5ZBrBQ3+e5L0iTQlmqhrdRCfVYNeff2ufLcsF5qqmogCZW0qs9T3qBEsCUYhXsKUV1SjbKysna5Et24vdTX1/tbJArFK+hVehjVRkRmuLai9hYxPWOgKlCh9HgpkrOSfX49T9FUaCANl7ZZunJf01LlkKpABYbPtPmHry/gi1pnOaSttFmT+TMoclinMFzZfwW1ebUeW9/WF9XDpDUhtncst42NxdScckhbqYXVbPVrEPnI6yJRk1ODynOVCE0NDZg2qS61udvJo9t2rscT/GP11Y68NfyuHJo5cyZOnTqFffv22W1/9NFHuf93794dsbGxGDZsGHJycpCamupQzksvvYRnn32W+11XV4eEhARERkYiONi7DdNqtYJhGERGRlLlUAN8VS+WIguCg4IRmxTrUWdPygiqNFUICw5zO2uPL/CoXsoBTZAGEZERCIryjTscP4EP/SU9lDIlQqJCfHINd2iL90h1RYXCPYWO14YVQo0QER0ifHLd1qA+qYZMJkNKvxQIJALEXB/j24lvFNCxe0dU51Qj7/c8hCpDERrVtma37uCqvahL1ba4E1VAcFAwUvukumURFxVlC2afuyMXNZdqEBEW4fEKXyDA1ktERASKxcVQRiq5e2sNhjgDeHU8hCvD/dp/tpTG7UUiCTyrBwqlJbSFSxmLIkYBRawC1RerEZcZ5xU3Z2IlKNhfgLDUsFbFfDOqjTDrzAjtGHjjVUtpqARwF4vRAnWJGsEdgtvlGNYYnoDXqsy6uipbwhW/KodSw1B4sBBVF6s8Vg5VXayyldHp3/PY52oxWSCE6/kNqwBp63hDjUnKSsKZ1WeQvzsf6RPSuXbtT9SlakjDpG0ePsHO6isA6sEd/Drje+KJJ/Drr79iz5496NCh6ZR//fr1AwBcunTJqXJILBZDLHY0r+XxeD758GQYxmdlt2d8US8WnQUMj4E4SOxRuWKFGAyPgUVvgUjm37T27tYLwzBgeAz4Ar7P2pYkSAKGx8BYbwQxE79az/j6PaorqAPDYxDXNw4CsQAhySFgeAyOf3Mc6iI1wlPDwRPw/GJ+6wp9jR5CudBmjtyG/YtAJLDVgxUB2685ay+5v+dyKV6l4VKIFZ65WYiD/u0nBMHtTwkC/BOjzGL7VygVeuX5cf2nwf/9Z0tp2F4CtU1TKJ5SV2gb19oqnmJsr1hc3HQRpcdKkXhjYqvL01RoUHm2EpVnK5H5aGbLyym/uoJRAy2zHKorrAOxEigT279LGWCz7G6NG462UguekOeXYNQsAokAwQnBUBWoYNKZ3HbVN2lNqLlcA3m0HBLlvwsa7gYqry+pB8NjoIj2r3JIHCS2uZftK0DRn0Ve6Tdag6HeAJPG5JdMflQ55CaEEDz55JP46aefsGvXLnTs2Hysh2PHjgEAYmNjmz6QctWgr9VDV62DpsLmU+7p6jVrPWDSmiANax/+6L4MSM3CrvwV/VmEoj+LENMrBvF94312vbaGEIK8nXkwqm2uUuJgMWJ72fcb0nApai7XoOZyDYQyIbpN7BYQK27ESmCoNUAc0vaTmpasWPobi8kCs84MZaISMT1jWhQTo2E/4c/JZGuxGG1m+N5S9gqktv7WrDMDV8/CPIXSriFWgvriesij5G22sBPcIRjyKDkqz1UiplcMRPLWKYs1ZRru/0a1scXWSGymsqsljT1gbyHiLldTvCGg9QGptZW27Hr+duEJ7xQOVb4KNTk1iOrmnjVv6bFSEAtxmLO6Mz8jhEBdqoYsQhYQ89mI6yJQc7kGFWcqEJoS6tfMsJxFlR/c7dhnQSzNh0UJFPzSembOnIkVK1Zg1apVCAoKQmlpKUpLS6HT2UwBc3Jy8Prrr+Pw4cPIy8vD+vXr8eCDD2LIkCHo0aOHP0Sm+IGLmy/i8vbL0FbYPvA97egbfvS1G/7pO3xpySIOFiOuTxwiutrcaBpO1AINq9kWnNmTZ2hUG1F9qRraSi34Qr7TQTlhQAIiukZAHiWHSWuCrlrnTbE9Rl+rx/FvjuPoV0dBrMQvyqGWTEr9jbHeCMBmPq6IUbTI/Yn90DFqjF6Vra3xtnKIXelsV/0nhXKVoy5Tw2qytolLWUNiM2NBrASlx0pbXRb7oQagVWOvrkoHhs8EZKDsluKp5RAhBHVX6iANl7ZaaRco8IQ8gLRsocpQb4DFaPGrSxmLMlEJnoCHmss1bh1v0ppQeaYSskiZgxWYO/MzfY0eFoPFr/GGGsIwDJKGJIEn4CFvd16r55YmrQmXtl6Cod7Q/MGNCATlUHtaePWL5dDSpUsBAEOHDrXb/vXXXyM7OxsikQjbt2/H4sWLodFokJCQgPHjx+Pll1/2g7QUf2FUGyGPkiO6R3SLsg6wyqH64noIJALIo+UBn6qbsxzysZsTG+hOU66BUR2YH8UWowUnV53kPnqje0SjQ/+m3U+Bf81uY3rG2AX0a0hQXBCC4oKgKlDh0pZL0FZp/br6qKnQwKw3Qx4lh0AqgDCp7bOFtccBjG27rYmDwfYTBpUBZr25XcbXAf5VDnmrj+OU6zqqHKJQAoW2jDfUEGWCErJIGSrPVSK2V2yrMp2qy/5VDrXmg1FXo4M0VOp3CxFv4uk4rCmzzR3YTL5XA6yVjMVk8dgChg1GHQjZ63gCHpftz6Q1NfvOVJ6sBLESxPWJcyzLDbeyQIk31BBxsBjxN8TjyoErKPqrCImDWu5eVvRXEVT5KvCFfHS82bPssupSNUQKkVdipnlKe5xb+82trCkSEhKwe/fuNpKGEohYjBaAANIwKUJTWubTIAqydQJVF6pQdaEK4Z3DkTw02YtSeh8u7XYbzXWEciHqiwMzi4+uRgeL0QJFrAKacg20VVq3zmM/ktnBtCnYCURtbi34Qj5kETK/rEKyMXM69O8AWZTMLxn23PVpDyS8ohyS2yZsxYeKUXyoGDE9YxB/Q/tzszQbbG3I225lRX8VoeRwCeL6xLltGk+hUHxDfVE9+CK+X+LsxGXG4dKWSyg9XoqEAQktKsNQZ4BZZ4ZYKYZBZWjxeGMxWmDSmPzqquILPB2HVQUqAFePSxnQqA481PEEQqayhoR0DEHN5RrU5tU2qcAzqo2ovVSL6I7RUCY4Pkt33MrYVO2BYjnEEpkRaXMvO12BiK4RkIW37NkY6mwWQ1aLZ32GWW+GvkbvcWBwb9EelUP+d0qkUJzAZipozSq+UCpE59GdkTw0GTwBL2AtZBrCKk7bKkCySC4CsZBWZYbwFQaVbSCI7h4NkVzEKVCag12JdCfwm0guglAuRF1hHXJ35OLy9sstF7gVcO1d6j+rlfY0gNXm1eLSlksoO1kG4F9FcEsQB4kR3y8ekemRYHiM310MPcWoNqLsSBkqz1QC8J5ySBwsRkTXCChiFLCardxHCIVC8Q9WsxXaSi0UMQq/WMsoE5WQRchQcaaixe6mrHUDa/nUUsshtp9uL/Ek3cXTcbg2vxZCmTBglCHeoKHlkKfoqnRgeAykoYHRLpQJSjA8BjW5rl3LiJXgyoErLq2GAPfcytQl/snG1RwMwyBhoE2ZfOXAlRaVQayEe+fZcALuwloq+ktp1p7m1ixUOUQJSLyhHAJs7kPhncMhlAm5lfWAhjUcaqOJH2txEYjxVvQqPQBArBRDIBW4rcBiV9zcsRwCgM6jOyN1RCrEwWLO6qitYV133M1o4QvaU0DqspNlUBWoYFQbIQ2TQhzUuhhNMdfHIPHGRAgkgvbRTzSg8lwlqk5Xoe5KHcDY3hdvwMYL6DyqM0QKEY09RKH4GU25BsRK/Oo2Ets7FsRCUHaizO1zDPUGrl9lP9RY64iWWg7pav5RDgWIEsBbePIhaag3QF+jhzJReXW51rXCillbqYU0TBowGWj5Ij6COwSjvrje6RzWarHi8vbLUOWpEJwU7NJdtLk6MdQZYNKaAsqlrCGyCBkiukZAXaJuUlHmirrCOm5+rqvRNeuB1BB/xhsC2qdyKLDUixTKP3hLOcTCF/PbxcdNW8UcYmFdaq4cuAKRXITYzFi79Jn+wFBngK5ax3Xo4mAxhFKhbWJMSLOTIC4wr5spIyVKCSRKCUqPl3q8IuEtzDozGB4DvogPq9U/AwjDt9VrewhIbdKaIAmVIGNChlfL5Yv4flMQthR2stjlri6Qhcp8ksFIKBNCX6v3erkUCsV9/P2RAwAhySGQhktRcaYC0ddHgy9uur8xaU04s/oMGB6DuD5xUJeoIZQLOfftlo43+hpbf3TVWQ7xeQDj3oekKv8fl7KrJIU9S0sth9jkJYFWH6EpoVAVqFBzucbOtcxqtiLntxzUFdYhNC0UsnTX1l/NLd4FqktZQ+L6xqE6pxqFfxTagnXz3bdPqb5YDQAITghG3ZU6mPVmtxdT1aVq8EV8SEL9823THpVD1HKIEpB4WzkkkAhgMQT+R19bK4fkUXLwhDyoS9SovlTNdcD+5MKvF5DzWw7UJWqIlWLw+DxbOyBw68Odcyvz8COZYRhuNYJNCaoqUKGusM5jH2dPCYRAyAzDgCfgtYsBzKQx+SQzC1/Mbxf9REPY9i4OFvsstTVrucfFRKNQKG2OulQNhs/43YUotncsrGarW9ZDZSfKYDVbwfAYXDlwBfpaPRQxCq6varHlULUOPCHPLwFmfY2747CqQAWGz7R5cHJf01LLoUCLN8SiTFKCL+KjYH8Big8Vg1gJavNrcfrH06grrENE1wgk35Tc5Ly/ObcyVnEcFBu4MbiEUiFie8fCWG/0yPLQYrJAla+CIkbBKYPdnadaLVZoK/znigu0T+UQtRyiBCReVw6JBbCarbBarB5pq9sazlSyjfowaagUvab2gllvxvFvjvvduspqtsKoNkIRo0DEdRGQR9oyiLGxeMw6c7P+1J66lbEwPIb7+FWXqHHh1wvcvg79OyC6R7RH5XmCSWfya7whFp6AF/ABqS1GC6xma6uy5biiXVoO/TPh8DSriyewdW3Wm31S7xQKpWmIlUBdprYt6Ph5DhOSHAJJqAQVpysQ1d11kHqTzoSKMxWQhkvR9c6uKD1WivJT5QhNCeXG59bEHLraXMpY3FEOWYwW1BfXIyg+yKd9vz9oqYs7m7QkEDKVNUQgFqDr2K7I3ZGLkiMlqDxXCZPWBJ6Qh4SBCYjqFtWsxXhzCjN1idpmZR/g43NUtyhUna9CyeEShCSFuGX5p76ihtVsRVhaGPdt6O481aAygFiJXxWG7VE5dHX1KJR2j6HegIqzFagrsqVr9ablEICADLzckLa2HGIRSARgeIzflUNs0HBFjALhncI503PWfNSdtNqeBKRuCMNjuJhPbHyEyPRIMHyGSx/sbYoPFyNvVx5MGpNf4w2x8ISBbznEtlHWJdKbsErk9mQhYzVbbVZfPvxg5NLatwPXXArlakRXrYPVZA0ItxGGYTjrofKTrjNrlp8sh9VsRWyvWPAEPMT1iUPP7J4I7RgKHp8Hhse0aDHCpDPBrDdfdS5lLHwhv1mlWV1RHYiVICQppG2EakM4xaGHCzWBHKRcEiJB17FdEX19NEw6E0JTQ9Ht3m5uZwBtSmFm0ppgqDMEbLyhhvD4PCQPTQYhBLk7ct2yylflqsDwmBYpldk24S+XMqB9Kof8v1RNoTTgyoErnB81w2e8Zk3B+sVbDBZA7pUifUMbB6RuiFAu9PvHn6vU5KxyL+e3HPBFfCRnJbtMYdtSyyEw/yrn2H+D4oKgq7HFPyo9Xgq+kI+IrhFeUd4Z6gwoOVzC/ZZH+b9h8gS8gI85xAZP94lb2T+uDhajxe9ufu5iNVs9b+sewiouS4+XQqKUIDI9MuBXKCmUq4lAiDfUkNCUUJQcLkH5qXJExzha1Zr1ZpSfKockVIKQjiFOy+AJeC2y1GTjDfnzg8+XuGM5dLXGGwJabjmkq9ZBFCTyeGGwrWB4DDr064C4PnEeL+YwPAYMj3E6P2PjDQWyS1lD5FFyxPaORcnhEhQfKkaHfh1cHmvSmaAp0SA+PR4CieDftuGmUjkQFIZUOUShtBJDnQEihQhJWUkQKbzXyQei5ZCqQMVl7giKC0JwfLDfLIcAm3WAoc7Q5tdtiCvlUFBcEIITgmHWmaGt1KKuqM6lcogLSO1pzKEGbmUNn4MyQQl1iRpFfxYBsLm4hXYM9ahsZ7CKuPgb4hHVLSogTMP5Qn5AZq4DbNkqLm26BLnEpkTzlVsZYLMcazfKIZOVCybuK9iJVU3Ov1lGXKXcpVAo3odTDkUHhnKIYRjE9IpB7u+5qD5XjdiEWLv9bKyh2F6xLhe7+KLmLWSccbVmKmPhCXhNZs0khEBVoII0THp1xlxqgeUQsRIYVAYEJwR+/KWWWvm6UhqqSwJLcewOsb1iUXelDmXHyxAc7zpLW01ODQghCOsUBgAtshxieIxfE+20R+WQ/79GKJQGmDQmiIPFCI4P9urLzMapyd+Tj/Prz0NTofFa2S0lb3ceSo+WovRoKQr2FQDwn1sZYLPEMOv8E3RWW6VF8eFiVF+yBcRuPOERyoTodFsndBrVCYAt9pArLCYLGJ7nbjYNA1JzFlw8BtE9onHduOuQdlsaANhShnsBVjkkUogCQjEE/DMp1ZtRsL8A5adcuwv4g7rCOhjrjRDJRQjuEOyTiRBnYdiO4g5ZzVaftx95lBw9HuiBjHsyAAY0cxmF0saoS9WQhkl9FnS+JYSlhkEULEL1uWq7RYWKMxUoPVYKSagEoamuF1J4wpbFuAsEawBf0lzsP025Bma9Gcqkq89qCGiZ5ZC+Vg9iJVdtmwBcvy/qUjWEMiHEwWI/SNUyGB6D5JuSwRfxbQlo/lF+N8SkNaH8ZDl4Qh7nPumx5VCNDpIQiV++qViocohCaQUWkwUWo8UnKyHyaDmkYVJYLVaoS9Wozav1+jU8xaw3Iyg+CLIIGdfRtXVA6oawlhjnfjmHi5svtqmVVcHeApQcLkF9cT14Qp7LQU4gdh0biRDCtaGWuNmwMYcIIXZKOoZnyw6jTFBCrBSj6kIVjn9zHOd+PteqLGZc7JwAcs+RhEpALAQVpytw5cAVzpIrEGCziHUe0xmdbu/kE8sezq2sHWUss5gsbaJcFEpt6afFQWJu5Z5Cofgeo9oIk9YEebT/XY8bwqantxgtOPPjGZSdKEPZiTIU7CuAWClGp9s6Neki705sHWfoa/Tgi/kBNXZ6k+bcyliXsqsx3hDguXUIcPVbkwHO3xezwQxdta5dxBtqjEQpsS26MsDFzRehKf930d6sN+PCxgsw1hsR3Tuam+M0l7WtIRaTBcZ6o98Vhu1ROdQ+7OYp1wTsh6gvAs2Kg8RIvzsdFqMFx5Yd83tsHYvRAhCb1YiRGGGot7lzcUoJP8QcUiYqUZtfC2O9EdoKLeoK6xCWFubTaxIrgVFjhKZcA2WiEvH94iGUCpv82BVIBU4DU5//5Tw3uLREwcitLBDXFlxxmXFcpglNuQbqEjXk0XJc3naZWzkN7xyOsNQwECvhFE08AQ/iIHuFVyAqhxIHJSK2VyyqL1Wj8I9Cmw9/gJitm/VmMDzGpyvnrIVh3u48CCQCJA1OCohYUE3RFpZDDZGESlB3pQ71xfXgi/gBlzaYQrnaYMe1QHEpa0hYWhgShiZAd0GHwj8KAdiC73Ye3bnZsa01lkP+/uDzJTwhzzZ/sBKnFg+qAhUEUgFkkVdn38t9THvQNq52azLAubthe0hh3xSKaAXSbk3Dpc2XcGHjBYQkh0AeJUfV+Sroa/SI7x8PJubfd4Cd/7nTNtjYZP5uE6zbP1UOUSgeYtabuRfZF4FmWfgiPngCnt+VQ2wHLxALYNKaQCz/ujP5y/wxuEMwuk/qDn2tHqd/PA1tldanyqHqS9U4t/4cghRBYHgMQjqGuLXqI5QJHdzKDPUGaMo1kIZJIYuUufRfbhJWN2T913KosQVXWFoYwtLCoKvR4czqMyj6qwh8ER/1xfUQBYlgNVtR9GcRF5+oIakjUm3BIxmb8i8QlUOATR5WIaKr0QVMwEuzwexzlwp5lBzyKDnMejN0VTqoClQBrxwiZgJG1HZ9hjRMClW+Chd+vQAA6HJnl4D8aKVQrhbY2ISB2hcFJQSh4/UdUXGqAtpKLRIHJ7qVfbMllkNGjREWo8XvH3y+pKGlQeMxT1etg65ah/Au4X5ZRGwLGIbxODkGF1sm5OoMUg78o0xV2ysYAi1QfUsIig1C2q1pKNhXgOqL1ai+aAsvEdcnDtE9olFe/m+IA08shwIhUxlga88Mn6HKIQrFE6ouVCFvVx7329eWCkKZECaNny2H/nFb4Yv54PF5nHuSq5WitkQcLAbDZ6Cr8q3riKZcA0IIQlJCIJKLEJriXpBnoVTIyaav1aOusA7aSi0AILZ3rNvlNIat98ZuZc6Qhkohi5Bx15VFyNB1bFdYTBaUnyq3BQnmMZwiqPxUOXJ+y7HJLxMiqnsUNBUa8AS8gIohwdIwALHVZIUiVoHgeP8GejTrzVxMIF8hUojQdWxXmLQmnFhxosmgoIGC1WwFT9p2lkPRPaIhUohgUBlQdqIMmjINVQ5RKD5EU64BX8SHWBm4MUV4Ah5ie8c2f2DDc4Q8gHhm/Xi1ZyoDmlYOFf1lW3iKynAvBXp7xVOrMn2NHmKl2O/zZ1/CF/IdFAzqUjX4In67fx+C4oKQcU8GzHozNOUaMDwGwR2CYbXa3y/rcuhO2wgkazJ3MhAGElQ5RPE77Asc3jkcQrkQQfG+NY8UyoR+D6ja0HKIJ+BxrkzESvwSb6ghDI+BNEyKuqI6HFt+DBKlBF3u6OL1QZe1/km+KRkCoftdkUAqALES1BfXI39PPpdhjeEzLjOYuQOnHPrHHazhNmewyiDAZpHGMAwEYgHiMh2zOCliFag6X8VlGWEtiwLVJYedbGgrtdBWaiEOFqPbxG5+lclisPhcOcQSiNkNncH2Gb5OZd8QgViAyOsiYTaYUXaiDNoqbZtdm0K51rBarNBWahEUG3TVWYqwwWU9iZt2LcSWcRWjRF2qhqpAhdDU0ICdO3gLT6zKrGYrDHWGJoOfXw2wCgZCCBjGZomirdAiuEPwVdM3CCSCJq3VPQlWrqvRgSfgBURoBKocolA8hM0MlDAwoU2sKIQyIdSlar9a6TS0HGJlsFr+6fQDYOUj5voYVJypgFFtiwekV+m9Phkz6Uw2Nz8Ps4qxboesW0v09dEISQqBUC5sVZBibnBtIuaQ3fE8hotR0xzB8cGc5Y1JZ4JBZVNoBbIJdNexXWHSmJC/Jz8gFAAWgwX8oLZRDjE8BjwhL+ADU7OTDV+nsneGQCyASCGCukSNkqMlEAeLEZbq2xhlFMq1hq5KB2IhAReM2hvYxQ9xc3rRHsbO1uLqA7joryIwPAbxfeP9IVab4onl0LWgMATsrWb4Ij40FRoQK2nXLmWewgUrdyOjLBubLBAUZ1Q5RKF4CPuSt9XqNxvw+syaMxBIBEgZnuKWf7w3cbAcAkAs/wQgDICOLDQlFKEpoai6WIW8nXnQ13hfOWTWm8GXeP6xH9UtCnwRH8RKwBfxEdE1wisKNTvLIR8GBhdKhW3e3loCX8gHP4QPoVwIa6nVv8pUk8X2vNvIcgiwvZuBbjnErqy2ZUDqhihiFKi+VI3iv4sB2Cbn0jAptJVaLsNS1YUqWM02N8vEGxMDNm4KhRKIBHIw6tbiSfwQFr1KD56AF3Cx+ryJs3qpzauFulSNiOsi2lXK8pbCF/Ldjg0aSO5DvqSh0pAv4kNd0v7jDXkKG4+qOUWLSWeCWWcOmIx+PEHLgu/7C6ocovgdNvV4WylFQpJCUF9UbwuCXauHulSN0I5ta47qynLInwGpncGuzvnCDc+sM7ttedMQgUSA6B7RXpfHqXIogJ6Fv2joYuWPCblRY+RWi9tUOSQJfOUQO0FqS7eyhiRlJSG6RzT0tXrk7shF/t58iIPEqL5UzR3D8BhbjKI6A2rzaqlyiELxAFY5dDVmpvIk8xCLQWUI6NhL3qCxWxmxEhT+WQiegOfUbf1qxBPLoUDJSuVrGioNhbB5QDB85qrsG5rCnWDlgRabjCfgOSTSCWSocojidyxGS5sG5Q2KC0L63emoL6nHhQ0X2jQ4tUlrQn1xPZd9xKnlUAApJFjlUG1eLQghkEfKvZK9ihBisxxSBlAwZtarjBCATVYWQM/CX7AKPH8oh9Slapxff5773dbKIb3Kv7HJXKFX6XFx40XOAtFT10xvwePzIIuQQRYhQ+nxUmjKNNCUaSAJlSC2ly04rSJWAYFYgKNfHYVRY/SLnBRKe0VdpoYkRNKihZRAh3MR8SC2jFFtRGjU1R9bBvhXOVRxpgIGlQFxfeKuaouphrDBl9n4Ok2hq/4ntkyQ/2PL+BLOrcxss+RWl6khj5T7bfz3F3wRv1nFYaBZk/EE/yYeag9cfaMNpd3R1sohFjZ2jVHddh8sBfsLUJtbC+CfmDVSARcvxGqxBkRA6obwhfaBiQFbQGiGYbhsXDwBD0mDkzwybbUYLABBq2IEeRtqOeQcznLID5m76ovrAfw/e3ce30Sd/gH8k6NJeqb3BT2Acp9SrgIqCivihcKu9wriuYKKuB7orsrqLrq6rMcPQdcVdmXXW/AWFBCEBQSkXHJTKEcvKG3TK2ma5/dHzNA0U+iRNmnzefvqSzIzmXzn6TR58sx3vl8gtnescyDyGGmz19ab9HDU+PZ2uoa4btsKjgmGPlgPY4rvr6T3vq63couwzqjzSOh1Rl2bvtcStXc1VTWwWWyI6RHj66a0CuU2mUb2EHFNPhFIPYdqKmtwcstJGMIMrdJj2l/VLYS4zpOGVBVXwRRp8oshGVpT3b+XquIq50yyAXRLmUtjeg75XXFIxzGHiJqk1lbrk4q/a+yhtryaba+yQ2fQIX1MOgxhBuiCzg7ILLXiNwNS19Xr2l6wldsgtYKCHQXOf//Su8Zhd35IlRwpafBDSkSQ91Oe84uhOItxyixfzRhzqLU0dUDqQOHLmbtcU5qmjEwBNEBhYWGbvbarl1LeT3kICgny2thW3uAqwnQe0RlhSWFtGpeGaLSacxZ7DaGGNu2lSdTeuW4p66i3YjZlcFkASk9Ok9k/bhVpLXUHHj6+6ThqbbVIH5Pus7HlfKFuIeRcxSF7tR01lTWI6BzRVk3zmbq3lbku1oYlBWBxKEh73ny06kwV9Ca934zvqdVrz37HawdFTBaH2hlbuQ1lJ8oAAMZwY4um7vYXvuo5pNVpoQ/Wt+kXltoa53TckemRyrL6PYf87Y1DF6RTBqPucmkXt3XiEPz0z5+UK3pqKosqkbc1T3msDdI6B5QMDUJoov8kvWo9h/ypF5evuIokbTVzl4jg6NqjsFmcM+UFRwc7r7o42vaqi+sLSN5PznNXH6xv87HJGqKMWeaD983mMoQZUHa8rN0kR801d+5cfPLJJ9i7dy+Cg4MxcuRIvPDCC+jZs6eyTXV1NR5++GG89957sFqtGD9+PF5//XUkJAROzwA6P6U41AFnKgPcp7JvDNfYc4HSc6j0WClKckpgTjW75YyBoP74Og1RZirzkx4iralub6ry/F8Go+6AA9Wfjy5I16ieQ6Fx/vO+Wbc34Pl6wvkDFofamcMrD6OioEJ5bE4zQ6vXwpxibpddj8Uhysj7vmAINaDqTBVObjkJY4Sx1WOodhWkbs8hfxuQ+nw0Wg2M4UbV4pA4BLU1tSg5WgIAyJiQgbCEsLODUDocftHjwYW3lalr655DNosNp/edhkangS5Ih+juvpkePa5vHMKTw2Ert+HgNwdhOWnxn+KQrX0Wh8QhOPzdYehNenQe0bldJElNtWbNGkyfPh1Dhw6F3W7HE088gcsuuww///wzQkOdyepDDz2EL7/8Eh9++CHMZjNmzJiBSZMmYf369T5uPfmTioIKaPXaDjtFd90eMo0RMD2HfvkiWZJTAo3ul56zAaaxg5X728DDrUkpMNQ4YMmzIDgmuF3lAN7iGqy8oQtNtnIbHDUOvyoYsjhEXueaDrjWVouKggqYU82I6xOHk1tOovRoKQDn2BztsTjk6y85wTHOaZddvQNCE0JbNfGoran1GFCwfs+h9tZ12BhhVK5i1LVn6R5UnXZe1dEGaRHRKcK/iy11BqQWYXHIxVUcOvHjCZz48QSSBicheUjrzZjiek9IGpykDGrsCxqNBsHRzqnZg0KCUHywGDaLDcYIIzpndfZp7xdXjNrTILVhSWEo2lOkjLkWGh+K2J6xvm1UK/jmm2/cHi9evBjx8fHYunUrLrroIpSWluKf//wn/vvf/+LSSy8FACxatAi9e/fGxo0bMWLECF80m/yMiKCiqAIhcSEd9nOoOT2HdEadX41V2Brq5oBJFyQFxNT19dXtOXQurpl0XZOndGSuv5fK05WwV9kR1dU/Lla1NVccpFag0Xu+N7rGG/KngmH9Qeb9Xcd+h+0gCncVIj87X3mcOCgRYYlhMKeaIQ5BzuocnDl0Bg67o10VFuxWu/LG7qviUNqFaUgcmAhLngW5P+Si7HhZqxaHHDWevyO3MYf8bEDqxjBGGFF2vAy7P9gNnVGHzsM7o9ZWi6rTVQiND0VwTDDCk8P9PsFV7TnUgW9/aSxjuBEJAxJgK7fBkmdB0c9FSBqc1Gq/T18XjNXE9opFwY4C521RDkFsr1ifXpWqGyNB2w3S3RLR3aIR1TUK9io7dizZgdKjpYjoFAG9Sd+uPreaqrTUeQEnOtrZA27r1q2oqanBuHHjlG169eqF1NRUbNiwQbU4ZLVaYbWe7Z1ZVua8tdzhcHj9dktbhQ1FPxfBZrTBEds+Etm24nA4r1a3xS2uVcVVqLXWIiQupM1vqW2KlsREo9dAHAK71d6o51edqYIh3ODX8XBpUVx0zrgYIgyI6x/XLo63sRobl8aeG5XFlc7x7kL07TpOjYqLzpmflhwtgTgEIfH+/d7gDWpxcf191FTXqM7eV3GqAuIQGCON/hMfrfN3Z7fZEeRo+ThI9ePi7eNkcagdqCqugkarQa/rekFn0MEYfvYqguu2HsDZla69VM8rT1Viz9I9ypThvroCrtFqYIo0ISgkCLnrcnHsf8dwfONxRHWJ8hhfp6VE1G+hU3oOuabt9PMiSn1RXaNQXlAOcQgqiyrdph5PHZ2KkNgQH7au8TggdcM6j+gMADi59STytuZhx392QKvXIq53HEyRJugMOq+Nf+aPxaHkIclIHpKMkqMlOLT8EMrzy31eHNLqtdBoNWfHx2oHNBoNgkKCEBIbgpIjJSg5UgK9SY/+N/fvkAUih8OBmTNnYtSoUejXrx8AID8/HwaDAZGRkW7bJiQkID8/X2UvznGM5syZ47G8qKgI1dXVXm2ztdSKg2sOwpBiQHB8MLTajvd7aS6Hw4HS0lKISKvH5cyBMyizlMGsM/vV7df1tSQmDrsDZZYyaIo0MBWeO3ettdWiuLAY5jD/jodLS88VUzcTwjqF4dTpU63QOt9pbFzKSstQZilDYX4hrKaGx7QsPFoInUmHoqKi1mhum2lMXKwlVpRZygDnJK6o0lW1i7+FllCLS2l5KcosZSjIK1CdzCgvJw9lljJYaiyoLKxs6yarKikrUc7n4JqW547142KxWLzQyrN88o2cAzY2jWuaxpAY9S/ZhrCzU7K3l+JQdUk1IM4xk4Kjgn1+S5zO4OzxYjlpQUVhBUpzS73+Gq57pxvsOfRLj5X21lslPDkcfSb3AQCU55fjTM4ZAM4eRe2lMAS49xxyFS1ZHHIX2ysWFQUVqK2phc1iw4kfTyjrelzVwysFIn8sDrm4Bn/Mz87HmZwzMKeYfTK9sN1q98v4NFbq6FQUHypGZVElyvPLYS2z+tX4AN4yffp07Nq1C+vWrWvRfmbPno1Zs2Ypj8vKypCSkoK4uDhERHh5lp544HTsaVirrIiPj2dxqA6HwwGNRoO4uLhWj0vV3ipEhEcgtXeq6tVxf9HSmJyMOImI0AjEx8efc7vKU5WICI9AYlriebf1By2NS/xY/z/G5mhsXIxWI8rCyxAVEYXYePXbj2tranFcdxxRaVHt4pw4l8bExRZiQ1G4swhmiDCgU3qntmyiT6jFpTa+FrZwG6Ijo1W/F592nIY+SY+kzr4blqC+6JHR6JrZFYYwg/KdryXqx8Vk8u53f58UhzhgY+OU55fDbrXDVm5DVLeG7y11VU6tloar6/7G9QUwoX+C38y4ljAgAQkDEpCzOgfFB4qdM4t5ceAw172m5+o51N4GpK4vLDGswSnt/Z3HbWXt99fQagyhBnS/ojsA599w2fEyWMusOPHjCZTnl3f44pDepEdU1yiUHS9DeV45KgoqEN8vvs3/Zn01w6O3hMaHIjQ+FKf3n+6wxaEZM2bgiy++wNq1a9G5c2dleWJiImw2G0pKStx6DxUUFCAxMVF1X0ajEUaj57gjWq22VYoUYYlhKN1TCghYHKpHo9G0WtzrqiyqhDHCCGOY/48305KY6I16iP38vWtsFhs0Wg2Co9pPb7a2Olfam8bEJcgY5OwZW9vwuVFV5ryrIiQ6pEPE+Hxx0Rv0Sq4RkRzRIY65MerHxXVuoNbz80kcAmupFRGd/Ss+hhADDCGevZxaom5cvH2sPikOccDG8ys7UYYDXx5QHjfUawiAclvZ8Q3HcXLzSSQNTkJ8P/+uotutzpmP/PELjiHU+QdcU1EDXaT32uf60uuaocOlfs8hFiV8pO6A1I72d3tfW9MZdIjqGgVHrQMnt5xERVHF+Z/UCP5cHAKAruO6AgBObjmJvJ/yUHm6ss2nTK211SrvU+2Za6BVtdkO2ysRwf3334+lS5fi+++/R5cu7rcnZ2ZmIigoCCtXrsTkyZMBAPv27UNubi6ysrJ80WQPoQmhkN3i7K2R5OWeSXRetbZaVJ+pDogBZ3UGXaMGaXVNY9/RZyojp8bMZBdIg1ED7t8d2utFWG9wxUFtsHJrmRXiEL8ajLo98osxh9rbgI1tMShh1ZkqiEOQMDABpmgTItMjG3y9oPAgRGVEwWaxoTy/HCVHSxDbp+1ngWlKXOzVducXcL3GfwYM+4UuWOesPpdbYYho+RcwV1zstl+OWed+zKIRZaAyV5LkbzFpDW05uGdjCJy/h1p7LWrtzg8dX7TN3+JyXhrAGGlESU4Jtr65FcZII3pP6t3s4lpNdY3qe4O/xSUkPgTiEBxZcwSGMAPi+sQhonPrfpEuO14GW7kNNZU1MJqNyuebP8WlKYLCgpxjlRVXwl7jvGDgjS7XQOsP2NiQ6dOn47///S8+/fRThIeHK+MImc1mBAcHw2w244477sCsWbMQHR2NiIgI3H///cjKyvKbC1+u2ycrCipYHPIBV6E9NL5ti86+oA3SKhcEzsU1jX0gztwViBozk10gTWMPOD8bXeMMBnJxyHVuqBUOXTOVdbSeyG3N58Wh9jhgY1sMSlh0vAhlljLERcWh1lyL02dOn3P7kD4hCEEIij4pgi3fhojCtk/omhKXUwWnUGYpw+mS09BX+/w0dGOptqDMUob83HxU6atavD9XXMqrylFmKUOIJQTawrPxqT5TjTJLGYxFRpSVlcEeYu/wg8wBbTu4Z2OUFjsHuTt96jRKzpSguqLaJ78Hf4tLYxjSDKisqUR1aTVKj5bCfNSMoNDmjZPhem8oLimGrups7yF/i0utphbVqIbliAUigpIzJUi5JKXVXq+msgYHPj7bm1QTq0FhYaHfxaWpyqvKUba5DDmbc2AINyDj2gyv7Le1B2xsyIIFCwAAY8aMcVu+aNEiTJ06FQDw97//HVqtFpMnT3YbU9FfhMSFQKPRoKLAO70BqWkqCn8pDiV0/OKQLkgHW4XtvNtZS63QB+v9tkcpeVejew5pAqtg6JqIIlB6S6lxjduqVjhkccg7fP6tvD0O2NgWgxJWGatgDbciOT25SR+Gp+NPw15t98ngbE2JS3lIOWrDa5HUufWmxG6uUE0oSsNLoS3VAoWAOdXcog8fV1wMBgNKw0sRlxCHmPizA3BXG6txKvwUzGFmWEOtMEeb2/3geo3RloN7NkZQeRAs4RZER0WjNqIWhlqD3/8d+Yv4+HggE8jbloe8zXmICo9q9mDk5aHlcIQ7kNg50W1wdn+MS9LdzgEPdyzZAYOxdc+XisIKRIRHIKZXDKK6RiE0IRS6IJ1fxqUptOO1KM8rBwDog/Vei2FrD9jYEJHzzx5nMpkwf/58zJ8/vw1a1HS6IB2MkUaUF5T7uikBqaKgwjmWyjmGE+gotEHacxYAXKpLqxEcxS98gaJRPYdKqmGMMHqtt2l7EJ0R7dcD1LcF13di1Z5DZ6oATeDcathafFocas8DNrb2QHP2KudsNEGmpr0JGEIMsJXZfPYlobFxEbtAZ9BBp/e/q0DBkcHQ6rUoO1aGsmNlsBy3KIPwNpe9yg5NhQYarQZ6o94tPq5B5op2F0Gj0UCn17XLL3nN4U8DNur0Omi0Gmh+GXzIl78Hf4pLUxhDjdBoNai11ja77WIX6Iw66HSe7w3+GhdDqAEOm6NV21VbXQuNVoOIThGITI10W+evcWmM+D7xiO/TOkW11hywsaMLjguGPc85IYZrRlRqGxWFFQiOCfaY2bQj0gXpzlkAAJzDENRaa2E0B04PkUCn1WsBTcM9h8QhsJZZEZESWLe9po5O9XUTfO58PYdMZlNAFQxbg0+KQx1hwMbWZquwNeu2DH2wHg67Aw67w68Ti1pbLXRG/ysMAc7ZM/pe3xc1lTU4vuk4LHmWFsXz1N5TOPDlAUSER0Cj1Xj0BDOEGtBpWCdYLVZoNBrE9IhpYE/UqjggdYvpTc6PFHu1vcnPPfL9EZQeK0WttRb6YJ93am2SoOAglJe1bi8L160XgX7VkNpGcGwwyvPKUV5QjuiwaF83J2BYy6ywV9sRnREYMdcGaQHBOXMs14D1HIw6sOiCdA2OR+UaeJi9yQJPQ7ccOuwOWMusiEyP9EGrOhafZOAdYcDG1pK3LQ82iw02i61ZgxHW/XLmz1f7/H0qZmOEEcYIIyLTI1FRUIGd/90JbZAW6RenN3m6bteMCrF9YmEMNyI8yfP5iYPUe8RR26k7lT0ELA41g/L+U9X04lDJ0RJAnIOwmtPMXm5Z69Kb9HDUtG5RvqayBgCLQ9Q2guOCUY5yVBRUILpbYBQq/IEy3lAADEYNuN8+1NB7pyuHYs+hwKIzNNyrLNBmKqOzGrrlsLqkGhCON+QNPikOdYQBG1uDrdyGk5tPKo+bkxwEBTu/ONRU1fh9ccgQ7r/tc4nOiIblhAX2ajsqT1Wi9Fhpk4tDrisfnYZ1avJtgtR2lPFtBOw51EyuHj/N6TkktYLw5HBkXO6dAYnbUt3jbq33XVdxqCNMYU/+zxhhhM6k47hDbSzQikNuvQAa+E7HnkOB6VzjUVWdcQ48zOJQ4Gmo5xAHo/Yen91Wdj7+PmBja3B9oUoanISEAQnN6lnjunJfdrwMjhoHwhLD/OpL7onNJ2Cz2GCvtjd7wNq2ZAg1oPsV3eGodWDbP7fBZjn/rBr1uYpDrjc08k91ew6JQ5TbzKjx6t9WVmurVf5tCDe4DTBdn8PugEbXPoPemkX5quIq58/pKmh0nrelErWWsIQwWE607LZqaprygnLoTfqAmYGpsQMPA4E1KxWdeyY79hwKXK7PIoe9XnHol4IhbzVsufY1sEMH5/oSFRQa1OwvAK5xilw9kFJHpyKuT5x3GthCtnIb8rflK4/b05UxrU6LoJAg2MqbVxzSBmnP+cWYfK9+cYjFvKbTGXSABqgoqkB+dj7yfspTPsDj+8UjZaT6VO+OWuc27XUQQVdRrPhAMSqLKt2WR6ZHtqhAv//L/cpteqYoJsLUdkITQlF2rAyVpyoRlhjm6+Z0eI5aB6pOVyGic+AMsnuumYdcrGVWGMIMLFAGmHP1HKouqUZQSPO/K1H7pdFooNVrPcajqip2XkBjEbnlWBzyI3ar8wuA3tj8X0tEpwh0HdcV1jIrTvx4olnFjNbiOr6kwUlIGux/U9ifjyHMAKvF2uTnOWp41bVdcN1V5uCA1M2l0Tg/mKtOV+HE6RPQGXVI6JuAop+LUHmqssHnSa2zN2l7/TtxJSOFuwo91kV1i0JITAiMEUZEdY0CAOT9lKe8N0d3j1YdhwxwTt9sr7IjskskYrrHIDiGV8So7bgu4JQXlLM41AYqT1VCHNKuLpy1lOsizPl6DoUmBE5MyOlcA1JXl1QH1N8JudMZdJ49h4qrEBwVzNzdC1gc8iO1VueboOsqdHNotBpEdY1CTVUNTvx4osE3Vl9wtUVv0rfLP15DuAEVhRWoPF0JvUnf6LE//H3wbXJSeg65ZitjT69m6Xl1z7NdvqNMCAoOguWE5ZyFateHfHu9rSw8ORy9ruvlcZXzxI8ncObQGZw5dAYA0P/m/rBX23Fyy9mx5cqOlyFjQga0Oq3bFa+aqhpYTlgAAFFdojgDB7W50PhQZ0/AggpfNyUgKOMNBVAhxHVbWUM9RGoqa+CwOzjeUABy5c21NbXKeQI470Jw1Dh4S1kA0+q1bgXlWlstaipqmjwmLKljcciPuG4r88YU78qbqh8Vh1wf/u21UGIMd35x2/PxHgBA70m9GzVukuu2MvJvrmKQOAQi7DnUXEEhQR4zahnCDKg8XemMq0rRrb3fVgYAoXGeX+h6XtMTVcVVKDtehhM/noAlz6K8J3cd1xVVZ6qQtzUPP3/4M4CztwEfWXMEp/edPrtvXiElH9DqtQiJCeGg1G3EVYRTey/pqJSeQw31ECnlTGWBqu7Aw3WLQxxviOrfcsjBqL2LxSE/4o3byly0Oi00Wo1fFYdcbWmvxaH4fvHQ6rWwlllxev9pVBRWNKo45KhxeKXgR61LKQZxtjKvM4QZAHFeBVbrcdfebytriEarQUhsCPQmPU78eAKFOwudg50DCO8UDnOqGVqdFg67AwU7ClB8sBgxPWJw5tAZGCOMiEiJgDHCyHvoyWdC40NR+XMlrBarcoGEWkdFYQVMUaZ2myM1x/kGpLaWcqayQFX33AjC2QtOruIQBx4OXLognTKDK8DBqL2NxSE/4uo51JLbyurSGRq+X9cX2vusXUEhQUganARbuQ2n959WPqDORUScPYdC2+cxB5L6A1KzOOQ9rhm8KosqodFqlNm9XNr7bWXnYwgzIDgmWBl3KSwxTLkIkDgoEYAzuSnJKcGO/+yAw+5AXN84JPRP8FmbiQDnLU5FPxehoqCCxaFWVFNZA1u5DTE9Y3zdlDbV0LTULuw5FLgaGqycPYeIPYdaF4tDfqTWWguNTuO1q+c6g+6cg/y1tfbec8glKDQIWr1W+YAqOVLiNlZAZFqksq3rzau9FsQCSp0BqSFgcciLXMWhQysOAQC6XNoF0RnRynrltrIO1nOorl7X9jo7I2W94hgAJAxIQK21FuIQ6Aw6xHQPrC+J5J/CEpwDUZcXlLv9zZJ3uXIIV7wDRaN6DmnAwmQAauiWw6ozVdAZdB63r1Pg0AU5B6R2DVVQVew8J1y5JrUMi0N+4ODyg7CctMBhd6h+aWgunUGn3KrmDzpKcUij0cAUaYIlz4KfP/4ZVaerzq7TaZAxPgM6gw7B0cFKwqM1dNwvvR1F/QGpwdqQ15hTzUganISaqhqc2nMKFUUVbl80ldvK2vGYQ+ej1WnPOYh9WEIYelzVow1bRHR+xggj9MF6DkrdypQLTAE2vlhjeg4Zw428WBOAGiocVpdUs9dQgHMbj8qgQ/WZapiieE54C4tDPlRrq0XVmSqUHi2F0WyEMdwIc6rZa/vXGXTNmnq9tXSU4hAAxPSMQeHOQjhqHAjvFI6UrBRUnalCzsocHPjqAABnUu36ANPp2/8xd3SugZJP7z/N28q8TKvXInlIMsQhOLXnlMfMZa7byjpyzyGi9iosIQwlR0vgsDv4N9pKygvKoQ3SBtwXnHP1HBIRWMusnIEoQKkVDmtttbBX2WFO8d53JWp/lFkO7Q447A7Yq+2I7BLp20Z1ICwO+cjRtUdxau8p5XGXS7p4/YqRv4451BGKQ/F94xHfN95tWXB0MDQaDWwVNtRU1qBwVyGsZc4u0aaYwEr42qOgkCCEJYXBZrHBEGZg8tEKNFoNgkKDUFNR47bcdVtZRx1ziKg9C40Pdd4+XVSB8CR+Ufc2cQgqiyoRGh+qOptjR6bVawGNes+hmooaSK1wMOoApVY45HhDBNS55bCmFjaL82IjxxvyHhaH2pDD7kDZiTI47A6c3n8aRrMR4UnhMEYYW6Ursc6gA8T5x1N3GkhfqbX9MqZSB751JKprlPLvTkM7AQAcDgeKThX5qknUSBqtBj2v7unrZnR4hlBDwz2HOvB7A1F7FZboHAenooDFodZQVVwFh90RcLeUueiC1MfHdBUCOBh1YHJdSK57kZvFIQLq9ByqcXCmslbA4lAbKtxdiBObTiiPOw3t5FZM8DbXG2tJTgkM4QafJXWluaUoLyh3DhjmB0WqtuK6LUnDwWuIFIYwAyoKK+CwO6DRaaDRaDrsVPZEHUFIbAg0Wg3K88t93ZQOyRVXVxEu0NSfecjFWsZp7AOZ2m1lLBgS4N5ziDOVeR+LQ23IdStF6uhU520rXhxfSI1rJP8j3x8B4JwtxxdXpo6uPYqaSuexB2ryQ0ROrtkktr29DdogLfpM7tPhp7Inas+0ei1CYkNQXlCuzA7jC45aB0pyShAUGtShejBZ8iyAJnDzI12Q+hAILAQEtgZvK9M4x/SkwOXWc6i4CkEhQdCbWNLwFkayDbk+/KK7R7dJD5q4vnEwhBtQnl+Oot1FsJXbfFIcslvtCE8OR+qFqZxmkCjAxfaKRU1VDWzlNpTnlaO8oPzsVPa8rYzIL4UmhKKisALWUmub39LhqHXg1N5TyN+Wr1xoCokNQcKABER1i2r34/SU55UjJCakQ4zH2Bw6gw62CpvHcmuZFRqthnljgHL9Pbj1HPpl9jrmCoHN1cu81laL6jPVCE0IzFtyWwv/utpQra0W0KDNbq3SBekQ3S0akWmRAOCTae3FIZBagT5YD5PZxDd0ogBnijShyyVdkDIyBYDzCwBvKyPyb65eLW19a1ltTS32fboPx9Yfg4ig0/BOiOsbh+qSauSsykH+tvw2bY+3VZ2pgr3ajrCkwOw1BDR8W1l1aTWMZmO7L/5R89QtAADO7xO+KE6T/3EVDl3jtfGWMu9iz6E2ZLfaoTe2fch1xl+6ZlrbfuYyV3fQQBpriIjOz9Ut3FpqVa4MszhE5J/CEn4pDhWUI7ZXbJu8pjgEOStzUHmqEgkDEpA8JFl5j0jOTMa+z/YhPzsfMT1i2m3vkvI8Z7GtI90m11RqA1KLwzmNveviJgUejVYDrV6rnBu2chvEISwOkfI5UFFYAYCDUXsbM/E2VGur9Um3YVdByhfT2nek6euJyHt0QTrog/Wwllk5lT2RnwsKCYIh3ICKgoo2e80TP55AaW4pYnrEoPOIzm7FY71Jj5SRKXDYHTjx44lz7MW/WfIsABDwPYcgZ2etBACrxQoIxxsKdHV7lXGmMnJxDUitFIfYc8irWBxqQ74qDrl6Dtmr2/62MtebuusPmYjIxRhhREVhBYp2FwHgmENE/iwsMQzVJdVtkksUHyxGwY4ChCaEIvXCVNVtIjpHwJxqRvHB4nY7k1p5XjmCo4N90qvcX6gNPGwt5Uxl5N6rjMUhclEGpP6loGyK4jnhTczE21Ct1UfFoV9e0yc9h3hbGRE1IKF/AsI7hSMsKQxxfeI42wSRH6t7a1lrqjxViSNrjiAoJAjdftXtnEXjzlmdodFqcOx/zjGJ2pPq0mrUVNYEdK8hoIEpy0s5Uxmx5xCpq9vhwBBu4HdML2Mm3kZEBLU1vikOaTQa6Aw6nwxI7XpT521lRFRfVNcoRHWN8nUziKgR6g5K3VpjwdRU1eDQikOAAN0u64agkKBzbm8ymxDfLx4FOwpQdqwM5lRzq7SrNXC8ISf2HKKG6IJ0qKlwzlBYXVINnVHHi0jkVgziLWXex55DbcRR4wDk7C1ebU1n1PlmQOpfeivxtjIiIqL2yxRlgs6gU4oa3uaodeDQikOwlduQdlEaQuMbNz1xXN84AMDpA6dbpV2theMNOTXUc0ir1563OEgdm87gflsZew0R8MuA1L8MUcnikPfxG3sb8fXAzHqj3ic9h3hbGRERUfun0WgQlhiGylOVboMHe0vuD7moKKhAwoAExPSIafTzjOFGhCWGofRoqcesV/6sPK8cpkgTgoIDuwDSUM8h3lJG2iAtpFZQU1UDe7WdxSFSuN43OFOZ97E41Mps5Tbs+WQP9n22D4DvikM6ow42iw3Z/8rG3mV7IY62uTeft5URERF1DGFJYRCHKLPEeEvBjgKc3n8a5lQzOg3v1OTnR2dEw2F3oCSnxKvtai1WixW2clvA9xoCzuaHrnzRUeuArdzGW8pIKQBUFlUC4G2GdJZr9kr2HPI+FodameWkBZWnKgENEBIXAnOKb+6Hj+sdh/DkcOiCdKgorICtwtYmr8vbyoiIiDoG1/g4rluivKE0txTHNx6HKcqELpd2gUajafI+orpGQaPVoPhgsdfa1Zo43tBZrvzQ1XPIWuYcb4g9h8hVOKwochaj2XOIXLRBWmi0Gp4TrYCjerUyq8X5Idftsm4IiQnxWTtcA7/mb8/HiU0nYK+ywxje+h+8vK2MiIioYwiJDYFWr/XauEMlR0uQsyoHepMeGeMzmt3LWG/SIyIlAqW5paiprPH7sWosJ53FtfBkFoeUaal/6TnEwajJxVU4VHoOsRBAvwiJDYEx3AiNtukXE+jcfNKdY+3atbj66quRnJwMjUaDZcuWua2fOnUqNBqN28/ll1/ui6a2mM3i7KHTFoWYxnAlTDWVNa36OvnZ+di2aBsKdxYCYM8hIiKi9k6j1SA0IRTlBeUtGnfIYXcgd10uDi0/BI1Wg26XdYMxomV5Ukz3GECA4kP+3XtIRFB6rBSmKJPfF7HagtJz6Jee5pzGnlxchcOKogpotJoWv0dQx9F1bFd0v6K7r5vRIfmk51BFRQUGDhyIadOmYdKkSarbXH755Vi0aJHy2Ghsn28ItnIbdAad34y54xr4sLWLQ2UnyiC1gvDkcA64SERE1EGYU82wnLCg7HgZItMjm/TcisIKHP7uMOxWOxw1DoQnhyP9knQYQg1eaZc2SIviA8VI6J/Q4v21lvL8ctir7IjrHefrpviF+gNSs+cQubgKh/Yq52DU7CVC1Pp8UhyaMGECJkyYcM5tjEYjEhMT26hF3ldbU4taay2sFisMYS1PerylrXoOOWoc0Jv0rOoSERF1IJFpkTi+4ThKc0ubVRyyldsQHBOMmO4xiO8f36wxhtRo9VpEdYnC6f2nYbVY/abHdn2uQbMju0T6tB3+ov5U9tWl1dAZddCbOPJFoKs7JAV7khG1Db995/3+++8RHx+PqKgoXHrppXjuuecQE9Pw1KZWqxVWq1V5XFZWBgBwOBxwOLw75arD4YCINLjfWlstdv5np/JBZ04ze70NzaUz6SAOga3C1qpxsdvs0Og0fnPcvnS+8yVQMS7qGBd1jIs6xkVd/bgwPt5jjDDCFGlCaW4pRKRJxR3XrWjpF6cjJNb74zCaU804vf80yo6VIa6Pf/bMKTlSAkO4wafjUPoTtZ5D7DVEgPtMxxxviKht+GVx6PLLL8ekSZPQpUsXHDp0CE888QQmTJiADRs2QKdTvz1r7ty5mDNnjsfyoqIiVFdXe7V9DocDpaXOpEir9RxLp+p0FUqKSxCSEILgmGDoU/UoLCz0ahuaS0RgqbDAus+KsqoyhMSHICzZO1Op1o1LyekSaA1avzluXzrf+RKoGBd1jIs6xkUd46KuflwsFu/NrkXOi14F2wtQeaoSoXGhjX6eqzjkmobY2yI6RwAaoPRYqV8WhyqKnD2nEgb4721vbU2r1wIaZ8+h2ppa1FTWILwTB+om9/FKWRwiaht+WRy68cYblX/3798fAwYMQLdu3fD9999j7Nixqs+ZPXs2Zs2apTwuKytDSkoK4uLiEBER4dX2ORwOaDQaxMXFqSbjJZUliAiPQNqwNMT0aLi3k68Upxaj6nQVbEdssB21AV2cg0zG9opt0cwZdeNSGFIIo9mI+Ph4L7a8fTrf+RKoGBd1jIs6xkUd46KuflxMJn6x8CZzqrM4VHq01K+KQzqDDmGJYbCcsMBR64BW519/E7ylTJ0uSIfamlqON0Ru6t5WxuIQUdvwy+JQfV27dkVsbCwOHjzYYHHIaDSqDlqt1WpbJWHWaDQN7tteZYdGq4EpwuSXyXrv63rDVmGDvcqOnFU5KD1SCgBw2Bwwdza3aN+uuEitQG/U++Xx+8K5zpdAxrioY1zUMS7qGBd1dePC2HhXWEIYdEYdSnNLkTwkudHPc9061FrFIQAwp5hRnleO8rxyZ08iP3Im5wyCQoIQGt/4glog0AZp4ahxnJ2pjLNSEer1HGLBkKhNtIvi0PHjx3H69GkkJSX5uikAgLyf8rB/zX6cCD8BvUmPXtf2cvsgq6lwDvYcFOqfM3Rp9Vrnm6wZ6HdTP0CAvcv2oqq4yiv7FxE47I5WTf6IiIjINzRaDcwpZhQfLIatwtbo2cZau+cQ4OzVdOLHEyg9VupXxaGq4ipYS62I6xPntUG4OwqdQYdaW52eQ+wlQjg75pDepOcA5URtxCff3svLy5GdnY3s7GwAQE5ODrKzs5Gbm4vy8nI88sgj2LhxI44cOYKVK1di4sSJyMjIwPjx433RXA9GsxFhncIQEhcCe7Ud5fnlbutt5TYA8MrUrK1No9FAo9UgODoYNZU1qLXVtnifUisA3LuDEhERUcdhTnP2NC7NLW30c9qiOBQcHYyg0CCUHStrtddojjOHzwDgLWVqXLeVsecQ1eX6HsFiIVHb8UkZdsuWLbjkkkuUx66xgqZMmYIFCxZgx44d+Ne//oWSkhIkJyfjsssuw7PPPqt625gvRHeLhj3cjnB9OPZ+shfWMueVjuMbj8Ny0gJrmRU6o65d9ZxxvfHm/ZQHQ7gB0RnR0Bubd3q0RbdxIiIi8h1zihkarQYlOSWI6924wZ/bqlexOcWMU3tPwVpm9YtCgzgEp/adQlBoUIvGduyodAYdas84ew7pg/Vus1RR4NLqtTCnmWFOadmQF0TUeD4pDo0ZMwYi0uD65cuXt2Frms+VcFSXVsNutaNgRwF0Bh30Jr1yRa29cN3/XrCjAABgs9jQeUTnZu3LUfPLlcEgFoeIiIg6Ip1BB3OqGSVHSmArt8EQdv7e0m1WHEp1FodKj5Uivq/vJ8YoO16GmooaJGUm8ZYyFXXHHAqOCvZ1c8iPZIzP8HUTiAIKb+BsAa1ei6DQIFSfqUbJkRIAQKdhnfxy+tTzCU8OR59f90FtTS1yVuWg+GAxjBFG6Aw6RHWLalIy0xbdxomIiMi3YnrGoORICU7vP42kwecfF9JR0zbFofDkcGi0GpQdK/OL4lDRniIAQGzPWB+3xD+5bh+qtdbCaPZ9Ty8iokDFb+8tZDKbUFVchaNrjgIAwju13+7CwdHBCEsIQ0z3GNRU1iB3XS5yVuXAcsLSpP24bivjmENEREQdlznFjKCQIJzad+qcPcJdHHZHm/QqVqa0P2lRLlj5iq3ChtLcUphTzY3qXRWI6t5GxlmpiIh8h8WhFuo0rBMSBiQgYUACUkendogPtcQLEtHj6h5IGZkCAE2exYw9h4iIiDo+jVaDmB4xsFlsKM8rP+/2bTmTaURKBBx2Byx5TbvA5W2n950GBIjtxV5DDalbMGTPISIi3+G39xYKjQ9F5xGd0XlE53Z5O5karU6L8KRwRGdEAwCqzjSxOMQxh4iIiAJCTM8YAMCpvafOu21bFofMqc6xH305a5mI4NTeUwgKCVLaQ57q9jTvCBdZiYjaK357pwbpTXroTXpUFVfBVmFDTVUN7NV21NpqVbuPi0NQXVytFJN4WxkREQWStWvX4uqrr0ZycjI0Gg2WLVvmtr6goABTp05FcnIyQkJCcPnll+PAgQO+aayXmMwmhCWG4UzOGdit9nNu25bFoeCoYBjCDCjNLW2T11Nzev9p2MptiOkZA42WA1E3pO5tZf4wuxwRUaBicYjOKTg6GJVFldj5n53Y8c4ObP/3dmQvzsaBLz2T2byteTj85WHkbc4DAE5FSkREAaWiogIDBw7E/PnzPdaJCK699locPnwYn376KbZt24a0tDSMGzcOFRUVPmit98T2ioXUCgp3Fp5zu7YsDgHOW8usZVZUl1a32Wu6VJ6qRO66XASFBiGhf0Kbv3574uppbggzcEgCIiIf4mxldE6dhnfCmUNnIA5x9hYSoDy/HJaTFtRU1kAcgtx1uXDYHSjPL4ch3IDkYckIMgUhLDHM180nIiJqMxMmTMCECRNU1x04cAAbN27Erl270LdvXwDAggULkJiYiHfffRd33nlnWzbVq6K6RqFgRwHyfspDSGwIItMjPbZxjUfYlr2KzSlmnNpzCmXHytr0diW71Y5D3x4CBOj2q27Qm5hun4vrYiLHGyIi8i1+WtE5hcaFIjQu1G3Z6QOncWT1ERz73zHUVNagPL8cOqMOWoMWCQMTkDgoEVotr/wQERG5WK1WAIDJdLZIodVqYTQasW7dugaLQ1arVXkuAJSVOcfQcTgccDi8PxOXw+GAiDRt31qgy6+6YO/SvTj83WHE9YvzuI3KXmWHOATQolXarSY0yZm/FO4uhK3CBgDqs6rVW+SxjTjbXFJSgurIamg0KreI1XlKRWEFrKVWpFyYguDY4DY73rbWrHNFhUangTgEhnBDh4iVt+LS0TAu6hgXdYyLuvpx8XZ8WByiJovoHAGtXoszh88AACK7RKLbr7rB4XCgsPDcXcqJiIgCUa9evZCamorZs2fjjTfeQGhoKP7+97/j+PHjyMvLa/B5c+fOxZw5czyWFxUVobra+7dLORwOlJaWQkSafKHHPNiM3JW5KPmhpMFtwrRhbZorOMIdKMwtRGFuy15TRFBVVYXTwafVi0P1RPWIgsRIh86LWnKu1FVjrYGlwoLwoPAOES9vxaWjYVzUMS7qGBd19eNisXh3Rk4Wh6jJgoKD0P/m/rBXOwee5OCBRERE5xYUFIRPPvkEd9xxB6Kjo6HT6TBu3DhMmDBBvTfLL2bPno1Zs2Ypj8vKypCSkoK4uDhERER4vZ0OhwMajQZxcXFNT8jjgc7dO8NepT4wtT5YD72xbVPP2F/HwmZx9hpCvZqOapFHo77e4XDg1KlTiI2LdYuL2j40Wk1A3ErWonOlnsQZiR1mIhNvxqUjYVzUMS7qGBd19eNStzeyN3T8Ty5qFa6ZzIiIiKhxMjMzkZ2djdLSUthsNsTFxWH48OEYMmRIg88xGo0wGj0vwmi12lZLmDUaTbP3bwg2wBBsaIVWNY9Wq4U+uuX5isPhgKHaAFO4iV9U6mjJuVKX1tixYuqtuHQ0jIs6xkUd46Kubly8HRtGmoiIiKgNmc1mxMXF4cCBA9iyZQsmTpzo6yYRERFRgGPXDyIiIiIvKC8vx8GDB5XHOTk5yM7ORnR0NFJTU/Hhhx8iLi4Oqamp2LlzJx588EFce+21uOyyy3zYaiIiIqIOXBxy3b/vmtXDmxwOBywWC0wmdi2ui3FRx7ioY1zUMS7qGBd1jIu6+nFx5QLnGtvHG7Zs2YJLLrlEeewaK2jKlClYvHgx8vLyMGvWLBQUFCApKQm33XYb/vjHPzbpNVozvwF4TjWEcfHEmKhjXNQxLuoYF3WMi7rWzm800tqZko8cP34cKSkpvm4GERER+Yljx46hc+fOvm5GizC/ISIiorq8ld902OKQw+HAyZMnER4e3qgpR5vCNVPIsWPHWmWmkPaKcVHHuKhjXNQxLuoYF3WMi7r6cRERWCwWJCcnt/srkK2Z3wA8pxrCuHhiTNQxLuoYF3WMizrGRV1r5zcd9rYyrVbb6lcHIyIieLKqYFzUMS7qGBd1jIs6xkUd46KublzMZrOPW+MdbZHfADynGsK4eGJM1DEu6hgXdYyLOsZFXWvlN+378hkREREREREREbUIi0NERERERERERAGMxaFmMBqNePrpp2E0Gn3dFL/CuKhjXNQxLuoYF3WMizrGRR3j0nyMnTrGxRNjoo5xUce4qGNc1DEu6lo7Lh12QGoiIiIiIiIiIjo/9hwiIiIiIiIiIgpgLA4REREREREREQUwFoeIiIiIiIiIiAIYi0NERERERERERAGMxaFmmD9/PtLT02EymTB8+HD8+OOPvm5Sq1q7di2uvvpqJCcnQ6PRYNmyZW7rRQRPPfUUkpKSEBwcjHHjxuHAgQNu2xQXF+OWW25BREQEIiMjcccdd6C8vLwNj8K75s6di6FDhyI8PBzx8fG49tprsW/fPrdtqqurMX36dMTExCAsLAyTJ09GQUGB2za5ubm48sorERISgvj4eDzyyCOw2+1teShetWDBAgwYMAARERGIiIhAVlYWvv76a2V9IMZEzfPPPw+NRoOZM2cqywIxNs888ww0Go3bT69evZT1gRgTlxMnTuDWW29FTEwMgoOD0b9/f2zZskVZH4jvu+np6R7ni0ajwfTp0wEE9vniLcxvlrmtD8S/M+Y36pjfNA7zGyfmNw1jfuPJr/IboSZ57733xGAwyNtvvy27d++Wu+66SyIjI6WgoMDXTWs1X331lTz55JPyySefCABZunSp2/rnn39ezGazLFu2TLZv3y7XXHONdOnSRaqqqpRtLr/8chk4cKBs3LhRfvjhB8nIyJCbbrqpjY/Ee8aPHy+LFi2SXbt2SXZ2tlxxxRWSmpoq5eXlyjb33nuvpKSkyMqVK2XLli0yYsQIGTlypLLebrdLv379ZNy4cbJt2zb56quvJDY2VmbPnu2LQ/KKzz77TL788kvZv3+/7Nu3T5544gkJCgqSXbt2iUhgxqS+H3/8UdLT02XAgAHy4IMPKssDMTZPP/209O3bV/Ly8pSfoqIiZX0gxkREpLi4WNLS0mTq1KmyadMmOXz4sCxfvlwOHjyobBOI77uFhYVu58q3334rAGT16tUiErjni7cwv2F+I8L8piHMb86P+c1ZzG/UMb9R50/5DYtDTTRs2DCZPn268ri2tlaSk5Nl7ty5PmxV26mfPDkcDklMTJQXX3xRWVZSUiJGo1HeffddERH5+eefBYBs3rxZ2ebrr78WjUYjJ06caLO2t6bCwkIBIGvWrBERZwyCgoLkww8/VLbZs2ePAJANGzaIiDMp1Wq1kp+fr2yzYMECiYiIEKvV2rYH0IqioqLkrbfeYkxExGKxSPfu3eXbb7+Viy++WEmeAjU2Tz/9tAwcOFB1XaDGRETksccek9GjRze4nu+7Tg8++KB069ZNHA5HQJ8v3sL8hvmNGuY3DWN+cxbzG3fMb9Qxv2kcX+Y3vK2sCWw2G7Zu3Ypx48Ypy7RaLcaNG4cNGzb4sGW+k5OTg/z8fLeYmM1mDB8+XInJhg0bEBkZiSFDhijbjBs3DlqtFps2bWrzNreG0tJSAEB0dDQAYOvWraipqXGLS69evZCamuoWl/79+yMhIUHZZvz48SgrK8Pu3bvbsPWto7a2Fu+99x4qKiqQlZXFmACYPn06rrzySrcYAIF9vhw4cADJycno2rUrbrnlFuTm5gII7Jh89tlnGDJkCH7zm98gPj4eF1xwAf7xj38o6/m+6/w8XrJkCaZNmwaNRhPQ54s3ML/xxL8zJ+Y3npjfeGJ+44n5jSfmN+fn6/yGxaEmOHXqFGpra90CDwAJCQnIz8/3Uat8y3Xc54pJfn4+4uPj3dbr9XpER0d3iLg5HA7MnDkTo0aNQr9+/QA4j9lgMCAyMtJt2/pxUYuba117tXPnToSFhcFoNOLee+/F0qVL0adPn4COCQC89957+OmnnzB37lyPdYEam+HDh2Px4sX45ptvsGDBAuTk5ODCCy+ExWIJ2JgAwOHDh7FgwQJ0794dy5cvx+9+9zs88MAD+Ne//gWA77sAsGzZMpSUlGDq1KkAAvdvyFuY33ji3xnzm/qY36hjfuOJ+Y065jfn5+v8Rt+8ZhORy/Tp07Fr1y6sW7fO103xCz179kR2djZKS0vx0UcfYcqUKVizZo2vm+VTx44dw4MPPohvv/0WJpPJ183xGxMmTFD+PWDAAAwfPhxpaWn44IMPEBwc7MOW+ZbD4cCQIUPwl7/8BQBwwQUXYNeuXVi4cCGmTJni49b5h3/+85+YMGECkpOTfd0Uog6L+Y075jeemN+oY36jjvnN+fk6v2HPoSaIjY2FTqfzGB28oKAAiYmJPmqVb7mO+1wxSUxMRGFhodt6u92O4uLidh+3GTNm4IsvvsDq1avRuXNnZXliYiJsNhtKSkrctq8fF7W4uda1VwaDARkZGcjMzMTcuXMxcOBAvPLKKwEdk61bt6KwsBCDBw+GXq+HXq/HmjVr8Oqrr0Kv1yMhISFgY1NXZGQkevTogYMHDwb0+ZKUlIQ+ffq4Levdu7fSJT3Q33ePHj2K7777DnfeeaeyLJDPF29gfuMp0P/OmN94Yn7jiflN4zC/cWJ+c27+kN+wONQEBoMBmZmZWLlypbLM4XBg5cqVyMrK8mHLfKdLly5ITEx0i0lZWRk2bdqkxCQrKwslJSXYunWrss2qVavgcDgwfPjwNm+zN4gIZsyYgaVLl2LVqlXo0qWL2/rMzEwEBQW5xWXfvn3Izc11i8vOnTvd3uC+/fZbREREeLxxtmcOhwNWqzWgYzJ27Fjs3LkT2dnZys+QIUNwyy23KP8O1NjUVV5ejkOHDiEpKSmgz5dRo0Z5TB29f/9+pKWlAQjc912XRYsWIT4+HldeeaWyLJDPF29gfuMpUP/OmN80HvMb5jeNxfzGifnNuflFfuONEbUDyXvvvSdGo1EWL14sP//8s9x9990SGRnpNjp4R2OxWGTbtm2ybds2ASDz5s2Tbdu2ydGjR0XEOeVgZGSkfPrpp7Jjxw6ZOHGi6pSDF1xwgWzatEnWrVsn3bt3b9dTDv7ud78Ts9ks33//vdvUg5WVlco29957r6SmpsqqVatky5YtkpWVJVlZWcp617SDl112mWRnZ8s333wjcXFx7Xqayscff1zWrFkjOTk5smPHDnn88cdFo9HIihUrRCQwY9KQurN5iARmbB5++GH5/vvvJScnR9avXy/jxo2T2NhYKSwsFJHAjImIczpgvV4vf/7zn+XAgQPyn//8R0JCQmTJkiXKNoH4vivinEErNTVVHnvsMY91gXq+eAvzG+Y3IsxvGsL8pvGY3zC/aQjzm4b5S37D4lAzvPbaa5KamioGg0GGDRsmGzdu9HWTWtXq1asFgMfPlClTRMQ57eAf//hHSUhIEKPRKGPHjpV9+/a57eP06dNy0003SVhYmERERMjtt98uFovFB0fjHWrxACCLFi1StqmqqpL77rtPoqKiJCQkRK677jrJy8tz28+RI0dkwoQJEhwcLLGxsfLwww9LTU1NGx+N90ybNk3S0tLEYDBIXFycjB07VkmcRAIzJg2pnzwFYmxuuOEGSUpKEoPBIJ06dZIbbrhBDh48qKwPxJi4fP7559KvXz8xGo3Sq1cvefPNN93WB+L7rojI8uXLBYDHsYoE9vniLcxvmN8wv1HH/KbxmN8wvzkX5jfq/CW/0YiINK2vERERERERERERdRQcc4iIiIiIiIiIKICxOEREREREREREFMBYHCIiIiIiIiIiCmAsDhERERERERERBTAWh4iIiIiIiIiIAhiLQ0REREREREREAYzFISIiIiIiIiKiAMbiEBG12IgRI/DSSy/57PWXLFmCxMTEBtf37NkT//jHP9qwRd7361//GjNnzlQeDxkyBC+//LLP2kNERBQImOO0PuY4RP6BxSEiahGHw4GdO3di4MCBPmvD9u3bMWjQIADOhGLJkiVu69euXYupU6c2aX9arRalpaVebGXLZGdnK8dot9uxe/du5TERERF5H3OctsEch8g/sDhERC2yf/9+VFZWYsCAAY1+Tk1NjVfbUDdxUpOQkICgoKBG7+/HH39ERkYGzGZzi9rlreO0WCw4fPiwcox79+5FdXW1T5NVIiKijo45TsOY4xB1PCwOEXUAhw4dgkajwRdffIGxY8ciJCQEPXv2xKZNm9y2W7p0KYYOHYqQkBBkZGRg0aJFbuvT09Pxwgsv4JZbbkF4eDjS0tKwYsUKHDt2DJMmTUJ4eDh69eqFbdu2Kc/Jzs5GQkICVq9ejd69eyM8PByTJk3CmTNnlG2mTp2Km2++GU8++SQSExORmZkJAKisrMQTTzyBzp07IzQ0FBdddBF27dp13mO96qqrEBISgh49emDNmjXnTJwWL16M9PR05fEf//hHjBs3DvPnz0f37t0RGhqK6667DlarFQBw22234e6778aBAweg0Wig0Wiwd+9eAMDu3btx1VVXISwsDPHx8ZgxY4byPAAYM2YMZs2ahfvuuw/R0dGYPHkyhg0bhj/84Q9ubTp27BiCg4Oxfv16AMDKlSsxbtw4xMbGIjQ0FBdeeCF27typbL99+3bo9Xr06dNHiXlqaiqioqKUbT7//HMMGTIEJpMJXbt2xRtvvOH2mm+88Qb69++PkJAQxMTE4PLLL4fD4ThnrImIiHyNOQ5zHOY4RG1EiKjd+/jjj0Wj0cgll1wiq1evlv3798u4ceNkzJgxyjZvvvmmmM1mWbx4sRw+fFgWL14sWq1W1q5dKyIiZ86cEQDSvXt3+eCDD+TAgQMyfvx46d69u4wZM0a+/PJL2bt3r4waNUquueYaZb+PPfaYhIaGyqRJk2T37t2yZs0a6dSpk0yfPl3ZZtCgQRIeHi6zZ8+WvXv3yv79+6WqqkqGDh0qkydPls2bN8v+/ftl2rRpkpGRIQ6HQ/U4CwoKpFOnTnL33XfLnj175Ntvv5Xu3bsLANmzZ4+IiGRmZso777yjPGfmzJkyceJE5fHVV18tZrNZHnroIdm9e7esWrVKQkNDZfHixSIiUlxcLCNGjJDZs2dLXl6e5OXlicPhkPXr14vZbJaXX35ZDhw4IGvXrpWMjAx59tlnlX1HRUVJdHS0/O1vf5MDBw7I4cOHZdq0aXLddde5Hcftt9/uFsMlS5bI0qVLZf/+/bJjxw65+uqrZdiwYcr61157TQYMGKA8fvjhh92e/9JLL0laWpp89NFHcvjwYXnvvffEZDIpv9slS5ZI586d5YsvvpAjR47I5s2b5dVXX1WNMRERkT9hjsMchzkOUdtgcYioA3jqqackKipKCgsLlWWvvvqq9O3bV0ScCUdwcLB88MEHbs8bOXKkPProoyIi8v333wsAWbVqlbL+rbfeEo1GI7t27VKWPf/8824f6uPHj5dBgwZJbW2tsuzPf/6z8to2m00MBoNbIuXa5uKLL3ZLkk6dOiUA5OjRo6rHOW3aNLnooovclv3+97+XkJAQt9eva8yYMfLUU08pj1NTU+WWW25x22bw4MHy4osvKo8jIyPl888/Vx7b7Xbp1auXvP32227Pe+mll+SSSy4REZEjR44IALf9iIjMmzdPevbsqTzevXu3GAwG2b17t2p7RUSWL18uZrNZeXzHHXfIbbfdpjweO3asckw5OTkSGhoqe/fuddvHVVddJXPmzBERkd/+9rdy8803N/h6RERE/oo5DnMc5jhEbYO3lRF1ANu3b8fEiRMRFxenLMvJyUFGRgYA4JNPPkFkZCQmT57s9jyDwaB0Gd6+fTu6deuGSy65RFmfm5uLYcOGoW/fvm7LunTpojzOzs7GAw88AK327NtJVFSU0p13z549sNlseOCBB9xe+6233sKGDRsQHh6OsLAwhIWFIS0tDQCg1+s9jrG6uhrvvvuu22wWABAUFIT+/fu7vX792Li6Y5eUlCA3Nxd33XWX2zZHjhxRYpWTk4OSkhK3e93Xr1+PvXv3YsaMGUpbw8LC8MQTTyht3b59OwwGA+655x63fffv3x+HDh2CzWYDADzxxBO49dZble7TNTU1eP311zFy5EgkJSUhLCwM11xzDTp37uwW47rt2b59u/L43//+NyorK5GZmenWtq+//lpp2xVXXIEPPvgAo0aNwiuvvIK8vDzVWBEREfkb5jjMcZjjELUNz3cnImp3tm/fjtmzZ7sty87OxkUXXQTAeR95nz593JILh8OBvXv34tZbb1W2Hz58uMc+RowY4bHsqquuAgDk5+ejoKDA4174jRs34oILLlC2T0pKQo8ePZT1ZWVlyMnJwddff60kLHUlJyd7LNu3bx+qqqowePBgt+U//fRTg/fi5+bm4syZM0qSsX37duh0OgwbNsxtm+LiYmUf2dnZiI6ORkpKitsxDxgwAB9//LHHa4SHhyvbZGZmKo9d+vXrB7vdjgMHDqCsrAwrVqzA/v37lfV333031q1bh6eeegp9+/ZFREQEZs2apeyn/qwdx48fx6lTp9zae+edd+LRRx/1aFt8fDwA4MYbb8SoUaOwbNky/Oc//8Hs2bOxcuVKZGVlqcaNiIjIXzDHGeSxPcAchzkOkfexOETUzpWWluLIkSNKouLiutoFOD/cq6qq3Na/++67sFgsuPbaawE4k4qbbrrJYx+TJk1SHosIduzYgSeffFJZDwC1tbXKNidPnsT777+PL774Qtlv/bbpdDpoNBro9XrVxEmNK+mrexy7du3CihUr8Prrr6s+Z/v27YiIiFCuAm7fvh09e/ZEcHCwss22bdsQGRmpDOioNmVtUFAQiouL0a1bN2g0mgZfq/5xAkBiYiJiY2Px888/47XXXsP999+vXDGz2Wx455138Mknn+Caa64B4IzfmjVrlAEeXbN21E2U6h5TUFAQKisrzxvHlJQU3H///ZgxYwbS09Px008/MXEiIiK/xhyHOQ5zHKK2w9vKiNq5HTt2QK/Xo3///sqyo0eP4syZM8qH7YQJE7Bx40a88847OHLkCP79739j+vTpePXVVxETE+Nx5QYAzpw5g9zcXLerWAcPHkR5ebnHh/jTTz+NQ4cOYePGjfjVr36FSZMmYdy4cco29ROK0NBQXHzxxXjooYfw/fff48iRI1i3bh0ef/xxHDlyRPU4u3fvjri4ODzxxBPYv38/Vq9ejd/85jcQkQavqrmuhrmSHbXkpn53ZofDgaKiIhw6dAj5+fkAgLFjx6KoqAgzZszAnj17sG/fPnz66ad46qmn3PajljgBzitr8+bNw65du9yufgYFBSEiIgKff/45Dh8+jG+++QaTJ09GWVmZ21XJzp07Izo6WvWYrrjiCrz//vtYuHAhDh8+jO3bt+Of//wn/vWvfwFwdm1fsGABdu7ciUOHDuGvf/0rzpw5g/Hjx6u2lYiIyF8wx2GOwxyHqA35dsgj6sgAyNNPP+3rZvi1iy++WC6++OIW7eO1115TBkacMmWKpKWlydKlSyUyMtJtu4ULF0rXrl3FZDJJZmamLF26VFm3c+dOASBFRUXKstWrV4vRaJSamhpl2YcffiixsbHK4xtuuEGmT58ujz32mEREREhcXJw89dRTbs+JiYmRDz/80KPdJ0+elJtvvlkSEhLEZDJJRkaG3HvvvW7PrW/58uXSvXt3MRgMMnjwYPnLX/4iWq1WKioqVLefPHmyzJgxQ3mcmZnpMZjixIkT5cEHH1Qe5+bmyvDhw8VgMLgd69dffy1Dhw6V0NBQiYqKkqysLPnvf/8rIiJlZWWi0Whk8+bNqu24//77BYD89a9/9Vj36aefSlpamgQHB8u4cePkv//9r9vv4uGHH5arrrqqwWMScQ4I2b17dzEajZKQkCBXXnml0paFCxdK//79JSQkRCIjI2Xs2LHyv//9T3nu008/LfwoOL+m/K1aLBaJi4uTJUuWeO31T506JSEhIfLll196bZ9E1DTMa87PG3lNXcOGDZOgoCC3ZcxxnJjjqOc406ZNY17TBl544QXp2bNng4OlN8djjz3mNiA8tT3+5ZCIiCxatEgAKD9Go1G6d+8u06dPl/z8/Gbtk0nU+Xk7iXIVh4gai8WhxmnK3+pzzz0nXbt2FbvdLiLOBAqA/PTTT27bORwOiYyMFABy+PBht3VVVVViMBjkpptuUpY98MADMnjw4JYdCFGAYF7jG8xryNeY17S+0tJSiY6OVma4s9vtEh4eLtdcc43HtvPmzRMAbjPSufzxj38UALJv3z4REcnLyxOj0Siffvpp6x4ANYhjDpGbP/3pT+jSpQuqq6uxbt06LFiwAF999RV27dqFkJCQJu2rqqpKdUYGIqKOqqamBq+88goeeugh6HQ6AMDo0aMBAOvWrXPrlr97926UlJRAr9dj/fr1bjPkbN68GTabTXkuANx777149dVXsWrVKlx66aVtdERE7RvzGiIi73r77bdht9uVcbx0Oh1GjBiB//3vfx7brl+/Xslz1NbFx8crA7onJiZi4sSJeOmll5RxqqhtccwhcjNhwgTceuutuPPOO7F48WLMnDkTOTk5+PTTT5u8L5PJxCSKiLxORDwGH/UXX3zxBYqKinD99dcry4YMGQKTyYR169a5bbt+/XrExMRg7NixHutcj+sWh3r37o1+/fph8eLFrXcARB0M8xoi8raKigpfN8FDW7Zp0aJFuOaaa2AymZRlo0ePxqlTp7Bnzx63bdevX4/rr7/ebZwrwDlT3aZNmzBq1Ci37a+//nqsW7cOhw8fbt2DIFUsDtE5ua5O5+TkAADGjBmDMWPGeGw3depUZSYEF41Gg2eeeUZ5bLFYMHPmTKSnp8NoNCI+Ph6/+tWv8NNPPynbHDhwAJMnT0ZiYiJMJhM6d+6MG2+8EaWlpco2ixYtwqWXXor4+HgYjUb06dMHCxYs8GhTeno6rrrqKqxbtw7Dhg2DyWRC165d8e9//9tj25KSEjz00ENK2zp37ozbbrsNp06dUraxWq14+umnkZGRAaPRiJSUFDz66KOwWq2NiuWbb76Jbt26ITg4GMOGDcMPP/ygul1LX6e+l156CSNHjkRMTAyCg4ORmZmJjz76qFHPHTNmDPr164etW7di5MiRCA4ORpcuXbBw4UKPbQsLC3HHHXcgISEBJpMJAwcOVAYMdDly5Ag0Gg1eeuklzJ8/H127dkVISAguu+wyHDt2DCKCZ599Fp07d0ZwcDAmTpyI4uJit324fq8rVqzAoEGDYDKZ0KdPH3zyyScebSopKcHMmTORkpICo9GIjIwMvPDCC3A4HI06/q+//hoXXnghQkNDER4ejiuvvBK7d+9222bq1KkICwvDiRMncO211yIsLAxxcXH4/e9/7zbDSUNcx/P9999jyJAhCA4ORv/+/fH9998DAD755BP0798fJpMJmZmZ2LZtm8c+Vq1apbQzMjISEydO9PhwBpwFh6FDh8JkMqFbt2544403GmzXkiVLkJmZieDgYERHR+PGG2/EsWPHzns8zzzzDDQaDQ4ePIipU6ciMjISZrMZt99+OyorK922tdvtePbZZ9GtWzcYjUakp6fjiSee8DjXXTFavny5EqM33ngD33//PTQaDT744APMmTMHnTp1Qnh4OH7961+jtLQUVqsVM2fORHx8PMLCwnD77bd77Lux7yeNtWzZMqSnp6Nbt27KMoPBgKFDh3pcNVu/fj2ysrIwatQo1XWRkZHo16+f2/Jf/epX+PzzzyEizW4jUSBjXsO8hnkN85rm5DU///wzbr75ZkRFRblduDnffmfMmIGwsDCPHAgAbrrpJiQmJrrFtSm/o0OHDuGKK65AeHg4brnlFgCNe89pSTxycnKwY8cOZVB2F1dM6uYzhw8fRn5+PmbMmAGTyeS2Ljs7GxUVFW6xBKDstzkFfPIC397VRv7CdW9+/cHmXnnlFQEgCxcuFJGG7yVXuycc9e7Nv/nmm8VgMMisWbPkrbfekhdeeEGuvvpqZdBWq9UqXbp0keTkZHnuuefkrbfekjlz5sjQoUPlyJEjyn6GDh0qU6dOlb///e/y2muvyWWXXSYA5P/+7//cXj8tLU169uwpCQkJ8sQTT8j//d//yeDBg0Wj0ciuXbuU7SwWi/Tr1090Op3cddddsmDBAnn22Wdl6NChsm3bNhERqa2tlcsuu0xCQkJk5syZ8sYbb8iMGTNEr9fLxIkTzxvft956SwDIyJEj5dVXX5WZM2dKZGSkdO3a1S2eLX0dtd9D586d5b777pP/+7//k3nz5smwYcMEgHzxxRfn3d/FF18sycnJEh8fLzNmzJBXX31VRo8eLQDkn//8p7JdZWWl9O7dW4KCguShhx6SV199VS688EIBIC+//LKyXU5OjgCQQYMGSZ8+fWTevHnyhz/8QQwGg4wYMUKeeOIJJUYPPPCAaDQauf32293alJaWJj169JDIyEh5/PHHZd68edK/f3/RarWyYsUKZbuKigoZMGCAxMTEyBNPPCELFy6U2267TTQajdvgjA3597//LRqNRi6//HJ57bXX5IUXXpD09HSJjIyUnJwct5ibTCbp27evTJs2TRYsWCCTJ08WAPL666+f93Vc52lSUpI888wz8ve//106deokYWFhsmTJEklNTZXnn39enn/+eTGbzZKRkeE2+N+3334rer1eevToIX/9619lzpw5EhsbK1FRUW7t3LFjhwQHB0tqaqrMnTtXnn32WUlISJABAwZ43Jv/3HPPiUajkRtuuEFef/11ZZ/p6ely5syZcx6P617/Cy64QCZNmiSvv/663HnnnQJAHn30Ubdtp0yZIgDk17/+tcyfP19uu+02ASDXXnutR4wyMjIkKipKHn/8cVm4cKGsXr1aVq9erZxPWVlZbufNjTfeKDfffLNMmDBB5s+fL7/97W8FgMyZM8dt3419P2nsOBoZGRkyadIkj+WzZ88WAG6/k65du8pf/vIX+e6770Sj0SixdTgcEhUVJRMmTPDYz5IlSwSA7Ny587xtIQpkzGuY16hhXsO8prl5TZ8+fWTixIny+uuvy/z58xu937Vr1woA+eCDD9z2W1FRIaGhoTJ9+vRm/Y6MRqN069ZNpkyZIgsXLpR///vfjX7PaUk8XHnIjh07PI5Hr9fLlClT3I4nNDRUampqZPTo0fLQQw8p615++WUBIJs2bfJ4jYyMDJk8efI520Gtg8UhEpGzSdR3330nRUVFcuzYMXnvvfckJiZGgoOD5fjx4yLSsiTKbDa7vQHWt23bNgGgOutDXZWVlR7Lxo8fL127dnVblpaWJgBk7dq1yrLCwkIxGo3y8MMPK8ueeuopASCffPKJx34dDoeIiLzzzjui1Wrlhx9+cFu/cOFCASDr169vsL02m03i4+Nl0KBBYrValeVvvvmmAHCLZ0teR0T991A/XjabTfr16yeXXnrpOfcl4vx9A5C//e1vyjKr1SqDBg2S+Ph4sdlsInL2Db7u7Ew2m02ysrIkLCxMysrKRORsEhUXFyclJSXKtq4vzgMHDnSbyeOmm24Sg8Eg1dXVyjLX7/Xjjz9WlpWWlkpSUpJccMEFyrJnn31WQkNDZf/+/W7H9Pjjj4tOp5Pc3NwGj9tisUhkZKTcddddbsvz8/PFbDa7LXcVOP70pz+5bXvBBRdIZmZmg69R/3jqziC2fPlyASDBwcFy9OhRZfkbb7whAGT16tXKMtfv4vTp08qy7du3i1ardRv879prrxWTyeS2v59//ll0Op1bEnXkyBHR6XTy5z//2a2dO3fuFL1e77G8PlcSNW3aNLfl1113ncTExCiPs7OzBYDceeedbtv9/ve/FwCyatUqjxh98803btu6ikP9+vVTzkUR53mj0Wg8iitZWVnn/fsQUX8/aUxxqKamRjQajdv7i8uXX34pAOSdd94REeegiwBkzZo1YrFYRKfTKTOR7dq1SwCoxvp///ufAJD333//nG0hCnTMa5jXqGFew7zGpal5Td0JIpqyX4fDIZ06dfIodnzwwQduf8/N+R09/vjjbts25j2npfH4wx/+IADEYrF4rBs6dKh069ZNeXzPPffIJZdcIiIijz76qAwdOlRZ9+tf/1pCQkJUZ/C77LLLpHfv3udsB7UO3lZGbsaNG4e4uDikpKTgxhtvRFhYGJYuXYpOnTq1eN+RkZHYtGkTTp48qbrebDYDAJYvX67a9dIlODhY+XdpaSlOnTqFiy++GIcPH/boMtmnTx9ceOGFyuO4uDj07NnT7T7Wjz/+GAMHDsR1113n8VoajQYA8OGHH6J3797o1asXTp06pfy4uqevXr26wfZu2bIFhYWFuPfee2EwGJTlU6dOVY7ZpSWv05C68Tpz5gxKS0tx4YUXunV7Pxe9Xo977rlHeWwwGHDPPfegsLAQW7duBQB89dVXSExMVAamA4CgoCA88MADKC8vx5o1a9z2+Zvf/Mbt2IcPHw4AuPXWW93Gcxg+fDhsNhtOnDjh9vzk5GS331dERARuu+02bNu2Tbmf+cMPP8SFF16IqKgot1iOGzcOtbW1WLt2bYPH/O2336KkpAQ33XST23N1Oh2GDx+u+nu499573R5feOGFjb5fuk+fPsjKyvKIx6WXXorU1FSP5a795uXlITs7G1OnTkV0dLSy3YABA/CrX/0KX331FQCgtrYWy5cvx7XXXuu2v969e2P8+PFubfnkk0/gcDhw/fXXux17YmIiunfv3uhzUC0ep0+fRllZGQAobZs1a5bbdg8//DAA4Msvv3Rb3qVLF4+2utx2220ICgpSHg8fPhwigmnTprltN3z4cBw7dgx2u11Z1pT3k/MpLi6GiCAqKspj3ciRI6HVapWxhNavX4+goCAMHToUYWFhGDBggNLd2vX/+l2tASj7rntrCBE1jHmNO+Y1zGuY13gnr2nsfjUaDX7zm9/gq6++Qnl5ufL8999/H506dVI+65vzO/rd737n9rgx7zktjcfp06eh1+sRFhbmsW706NFuYwutX78eI0eOBACMGjUK27ZtU9q1fv16DB8+XHUcN9c5Tm2Po+qRm/nz56NHjx7Q6/VISEhAz549odV6p4b417/+FVOmTEFKSgoyMzNxxRVX4LbbbkPXrl0BOL/8zZo1C/PmzcN//vMfXHjhhbjmmmtw6623un3grl+/Hk8//TQ2bNjg8cZXWlrqtm3dDwyXqKgonDlzRnl86NAhTJ48+ZxtP3DgAPbs2YO4uDjV9YWFhQ0+9+jRowCA7t27uy0PCgpSjt0br9OQL774As899xyys7Pd7u93JYjnk5ycjNDQULdlrlkFjhw5ghEjRuDo0aPo3r27x7nSu3dvAGdj4FL/9+L6naWkpKgur/v7AoCMjAyP9tdtU2JiIg4cOIAdO3Y0K5YHDhwAgAZnhIqIiHB7bDKZPF6n/nl2Ls2NhyuuPXv29Nhn7969sXz5clRUVMBisaCqqsrjHHQ915VsAc5jFxHVbQG4FWGackyuosaZM2cQERGBo0ePQqvVIiMjw227xMREREZGepwzdWfyOt9rnSt+DocDpaWliImJAdC095PGEpXxgCIjI9G3b1+3AtAFF1ygfMkZOXKk2zqDwYBhw4Y1uO/G/v0SBTrmNeqY1zCvqYt5zfnVz0Oast8bbrgBL7/8Mj777DPcfPPNKC8vx1dffYV77rlH+b039Xek1+vRuXNnjzae7z3HW/FQM3r0aPz973/H+vXrMXbsWOzevRt//etfATjzHLvdjh9//BFpaWnIy8vDnXfeqbofEWGe4yMsDpGbYcOGYciQIQ2u12g0ql98GjNA3fXXX48LL7wQS5cuxYoVK/Diiy/ihRdewCeffIIJEyYAAP72t79h6tSp+PTTT7FixQo88MADmDt3LjZu3IjOnTvj0KFDGDt2LHr16oV58+YhJSUFBoMBX331Ff7+9797DMjnmkq6PrVjOBeHw4H+/ftj3rx5quvrf9g1l7df54cffsA111yDiy66CK+//jqSkpIQFBSERYsW4b///a83mtwsDf1evPX7Apyx/NWvfoVHH31Udb0r6WrouQDwzjvvIDEx0WN9/ascDbW7sdoiHo3lcDig0Wjw9ddfq76+2pUiNY1te2M//OteKW7sa52vDU19Pzmf6OhoaDSaBpPn0aNHY+HChSgpKXG7mgY4k6a3334bNTU1WLduHTIzM91mAXFx7Ts2NrZJbSMKVMxr1DGv8S7mNe46Yl5TPw9pyn5HjBiB9PR0fPDBB7j55pvx+eefo6qqCjfccIPb/oDG/46MRqNqoft87zktjUdMTAzsdjssFgvCw8Pd1rl6Qa1btw4hISEAoPQgi42NRffu3bFu3Tpl4Gu1HtKAM9dhnuMbLA5Rk0RFRal2Ka1/BaUhSUlJuO+++3DfffehsLAQgwcPxp///GcliQKA/v37o3///vjDH/6A//3vfxg1ahQWLlyI5557Dp9//jmsVis+++wzt6sSzemW7NKtWzfs2rXrvNts374dY8eObXIlOy0tDYCzUl/3akBNTQ1ycnIwcOBAr7yOmo8//hgmkwnLly+H0WhUli9atKjR+zh58iQqKircrrLt378fAJSZXNLS0rBjxw44HA63D6q9e/cq673p4MGDHlcV6repW7duKC8v95hNoTFcM03Fx8c36/ltxRXXffv2eazbu3cvYmNjERoaCpPJhODgYOWqVF31n9utWzeICLp06XLORLOl0tLS4HA4cODAAeVKLAAUFBSgpKTE6+eMGm+/n+j1enTr1k2ZBam+0aNHY8GCBfjuu++wbds2PPLII8q6kSNHoqqqCl9++SUOHz7c4FV/177rxoyImo95DfMagHmNv2hPeU1T93v99dfjlVdeQVlZGd5//32kp6djxIgRbvsDvPM7Otd7Tkvj0atXLwDOfGTAgAFu6+Lj45UCUGhoKPr06YPIyEhlvauX9PHjx6HT6dxuPayr/vsItR2OOURN0q1bN+zduxdFRUXKsu3bt3tMw1xfbW2tx33z8fHxSE5OVroEl5WVuY0FAjjf3LRarbKNq8Jd9wpDaWlpk5KC+iZPnozt27dj6dKlHutcr3P99dfjxIkT+Mc//uGxTVVVFSoqKhrc/5AhQxAXF4eFCxfCZrMpyxcvXoySkhK3bVvyOmp0Oh00Go3bFdAjR45g2bJljd6H3W53mxrUZrPhjTfeQFxcHDIzMwEAV1xxBfLz8/H++++7Pe+1115DWFgYLr744ia1+3xOnjzp9vsqKyvDv//9bwwaNEi52nL99ddjw4YNWL58ucfzS0pKPM61usaPH4+IiAj85S9/QU1Njcf6uue/LyUlJWHQoEH417/+5XYu7dq1CytWrMAVV1wBwHkejB8/HsuWLUNubq6y3Z49ezziM2nSJOh0OsyZM8fjSp6I4PTp015pu6ttL7/8stty19XlK6+80iuvcy6t8X6SlZWFLVu2qK5zXSGbN28eampq3HoOpaenIykpSel+3dDVtK1bt8JsNqNv377NbiMRncW8hnkN8xrmNc3R1P3ecMMNsFqt+Ne//oVvvvkG119/vdt6b/yOGvOe09J4uAo658p1srOzsWLFCrc8B3AWhzZs2IAffvgBAwYM8Oh5BDjf/w4dOuTxXGob7DlETTJt2jTMmzcP48ePxx133IHCwkIsXLgQffv2VQaaVWOxWNC5c2f8+te/xsCBAxEWFobvvvsOmzdvxt/+9jcAwKpVqzBjxgz85je/QY8ePWC32/HOO+9Ap9MpV9Evu+wyGAwGXH311bjnnntQXl6Of/zjH4iPj0deXl6zjumRRx7BRx99hN/85jeYNm0aMjMzUVxcjM8++wwLFy7EwIED8dvf/hYffPAB7r33XqxevRqjRo1CbW0t9u7diw8++ADLly9vsNt6UFAQnnvuOdxzzz249NJLccMNNyAnJweLFi3yuDe/Ja+j5sorr8S8efNw+eWX4+abb0ZhYSHmz5+PjIwM7Nixo1H7SE5OxgsvvIAjR46gR48eeP/995GdnY0333xTuS/57rvvxhtvvIGpU6di69atSE9Px0cffYT169fj5ZdfVn3zb4kePXrgjjvuwObNm5GQkIC3334bBQUFbsn0I488gs8++wxXXXUVpk6diszMTFRUVGDnzp346KOPcOTIkQa7rEZERGDBggX47W9/i8GDB+PGG29EXFwccnNz8eWXX2LUqFH4v//7P68eU3O9+OKLmDBhArKysnDHHXegqqoKr732GsxmM5555hlluzlz5uCbb77BhRdeiPvuu09Jcvv27et2LnTr1g3PPfccZs+ejSNHjuDaa69FeHg4cnJysHTpUtx99934/e9/3+J2Dxw4EFOmTMGbb76JkpISXHzxxfjxxx/xr3/9C9deey0uueSSFr/G+bTG+8nEiRPxzjvvYP/+/R5X5FJTU5GSkoINGzYgPT0dycnJbutHjhyJjz/+GBqNBqNGjVLd/7fffourr76a9+ITeQnzGuY1zGuY1zQnr2nqfgcPHoyMjAw8+eSTsFqtbreUAd75HTXmPael8ejatSv69euH7777zmPiD8BZHFq0aBE2b96M6dOnu60bOXIkSktLUVpaivvvv191/9999x1EBBMnTjznsVIracWZ0KgdcU35unnz5vNuu2TJEunatasYDAYZNGiQLF++/LxTvlqtVnnkkUdk4MCBEh4eLqGhoTJw4EB5/fXXle0PHz4s06ZNk27duonJZJLo6Gi55JJL5LvvvnPb72effSYDBgwQk8kk6enp8sILL8jbb78tACQnJ0fZLi0tTa688kqP9qtNW3v69GmZMWOGdOrUSQwGg3Tu3FmmTJkip06dUrax2WzywgsvSN++fcVoNEpUVJRkZmbKnDlzpLS09Lxxe/3116VLly5iNBplyJAhsnbtWtW2tOR11H4P//znP6V79+5iNBqlV69esmjRImVazvO5+OKLpW/fvrJlyxbJysoSk8kkaWlp8n//938e2xYUFMjtt98usbGxYjAYpH///rJo0SK3bVxTvr744otuy11TktefelPtvHT9XpcvXy4DBgxQjktt2k6LxSKzZ8+WjIwMMRgMEhsbKyNHjpSXXnrJberzhqxevVrGjx8vZrNZTCaTdOvWTaZOnSpbtmxRtpkyZYqEhoZ6PLexMW7oPAXgMUVyQ/H77rvvZNSoURIcHCwRERFy9dVXy88//+yxzzVr1khmZqYYDAbp2rWrLFy4sMF2fvzxxzJ69GgJDQ2V0NBQ6dWrl0yfPl327dt3zuNx7a+oqMhtuet3WfdvtKamRubMmSNdunSRoKAgSUlJkdmzZ7tN8XuuGDXlvGmobY19P2nMVPYizve62NhYefbZZ1XX33TTTQJAbr75Zo918+bNEwANTt+6Z88ewS9TcxPRuTGvYV6jhnkN8xpv5TXN2e+TTz4pACQjI6PB12vJ76ix7zktiYeIM18JCwuTyspKj3X79u0TAAJA9u/f77bO4XBIZGSkAJD3339fdd833HCDjB49+rxtoNahEWnFEcCIqF0bM2YMTp06dd6xC9pSeno6+vXrhy+++MLXTSFS9eyzz2LRokU4cOBAiwf1rGvmzJlYu3Yttm7dyp5DRETNwLyGqOVKS0vRtWtX/PWvf8Udd9zhtf3m5+ejS5cueO+999hzyEc45hAREZEXPfTQQygvL8d7773ntX2ePn0ab731Fp577jkWhoiIiMhnzGYzHn30Ubz44otNntn1XF5++WX079+fhSEf4phDREREXhQWFobCwkKv7jMmJgbl5eVe3ScRERFRczz22GN47LHHvLrP559/3qv7o6ZjzyEiIiIiIiIiogDGMYeIiIiIiIiIiAIYew4REREREREREQUwFoeIiIiIiIiIiAIYi0NERERERERERAGsybOVrV27Fi+++CK2bt2KvLw8LF26FNdee62yXkTw9NNP4x//+AdKSkowatQoLFiwAN27d1e2KS4uxv3334/PP/8cWq0WkydPxiuvvIKwsDBlmx07dmD69OnYvHkz4uLicP/99+PRRx9tdDsdDgdOnjyJ8PBwTvtLREQUwEQEFosFycnJ0GrVr4sxvyEiIqL2pDH5TVN32CRfffWVPPnkk/LJJ58IAFm6dKnb+ueff17MZrMsW7ZMtm/fLtdcc4106dJFqqqqlG0uv/xyGThwoGzcuFF++OEHycjIkJtuuklZX1paKgkJCXLLLbfIrl275N1335Xg4GB54403Gt3OY8eOCQD+8Ic//OEPf/jDHwEgx44dY37DH/7whz/84Q9/OtTPufKbpmjRbGUajcbtypqIIDk5GQ8//DB+//vfAwBKS0uRkJCAxYsX48Ybb8SePXvQp08fbN68GUOGDAEAfPPNN7jiiitw/PhxJCcnY8GCBXjyySeRn58Pg8EAAHj88cexbNky7N27t1FtKy0tRWRkJI4dO4aIiIjmHmKDHA4HioqKEBcX550qXQfBuHhiTNQxLuoYF3WMizrGRV39uJSVlSElJQUlJSUwm83nfT7zG55T9TEu6hgXdYyLOsZFHePiiTFR19L85nyafFvZueTk5CA/Px/jxo1TlpnNZgwfPhwbNmzAjTfeiA0bNiAyMlJJnABg3Lhx0Gq12LRpE6677jps2LABF110kZI4AcD48ePxwgsv4MyZM4iKivJ4bavVCqvVqjy2WCwAgLCwMLfu3N7icDhQVVWFsLAwnrB1MC6eGBN1jIs6xkUd46KOcVFXPy4OhwMAmn0bFvMbYlzUMS7qGBd1jIs6xsUTY6LO2/lNfV4tDuXn5wMAEhIS3JYnJCQo6/Lz8xEfH+/eCL0e0dHRbtt06dLFYx+udWrJ09y5czFnzhyP5UVFRaiurm7mETXM4XCgtLQUIsITtg7GxRNjoo5xUce4qGNc1DEu6urHxVVQaS7mN8S4qGtuXA5+cxAAkHF5htu/OwpvxKUjOl9cXMcPnD03Omos6mrM+RIosXBRi0n986M98Pbvzdv5TX1eLQ750uzZszFr1izlsauLVVxcXKt1u9ZoNOzqVg/j4okxUce4qGNc1DEu6hgXdfXjYjKZfN2kZmN+4x8YF3XNjctx23EAQHx8vNu/OwpvxKUjOl9cXMcPnD03Omos6mrM+RIosXBRi0n986M98PbvrbXzG68WhxITEwEABQUFSEpKUpYXFBRg0KBByjaFhYVuz7Pb7SguLlaen5iYiIKCArdtXI9d29RnNBphNBo9lmu12lb7ENdoNK26//aKcfHEmKhjXNQxLuoYF3WMi7q6cWlpbJjfEMC4NKQ5cdHAeQuEVqt1+3dH0tK4dFTniovr+IGz50ZHjkVd5ztfAikWLvVjUv/8aA9a4/fmzfymPq/urUuXLkhMTMTKlSuVZWVlZdi0aROysrIAAFlZWSgpKcHWrVuVbVatWgWHw4Hhw4cr26xduxY1NTXKNt9++y169uyp2uWaiIiIqLUwvyEiIqKOrsnFofLycmRnZyM7OxuAc5DG7Oxs5ObmQqPRYObMmXjuuefw2WefYefOnbjtttuQnJyszPjRu3dvXH755bjrrrvw448/Yv369ZgxYwZuvPFGJCcnAwBuvvlmGAwG3HHHHdi9ezfef/99vPLKK27dqomIiIi8hfkNERERecvWN7eefyM/0+TbyrZs2YJLLrlEeexKaKZMmYLFixfj0UcfRUVFBe6++26UlJRg9OjR+Oabb9zuh/vPf/6DGTNmYOzYsdBqtZg8eTJeffVVZb3ZbMaKFSswffp0ZGZmIjY2Fk899RTuvvvulhwrERERkSrmN0RERBTImlwcGjNmDESkwfUajQZ/+tOf8Kc//anBbaKjo/Hf//73nK8zYMAA/PDDD01tHhEREVGTMb8hIiKiQNY+RnIiIiIiIiIiIqJWweIQEREREREREVEAY3GIiIiIiIiIiCiAsThERERERERERBTAWBzyQ+1x2jsiIiIiIiIiap9YHCIiIiIiIiIiQsku3wAAJYpJREFUCmAsDhERERERERERBTAWh4iIiIiIiIiIAhiLQ0REREREREREAYzFISIiIiIiIiKiAMbiEBERERERERFRAGNxiIiIiIiIiIgogLE4REREREREREQUwFgcIiIiIiIiIiIKYCwOEREREREREREFMBaHiIiIiIiIiIgCGItDREREREREREQBjMUhIiIiIiIiIqIAxuIQEREREREREVEAY3GIiIiIiIiIiCiAsThERERERERERBTAWBwiIiIiIiIiIgpgLA4REREREREREQUwFoeIiIiIiIiIiAIYi0NERERERERERAGMxSEiIiIiIiIiogDG4hARERERERERUQBjcYiIiIiIiIiIKICxOEREREREREREFMBYHCIiIiIiIiIiCmAsDhERERERERERBTAWh4iIiIiIiIiIAhiLQ0REREREREREAYzFISIiIiIiIiKiAMbiEBERERERERFRAGNxiIiIiIiIiIgogLE4REREREREREQUwFgcIiIiIiIiIiIKYCwOEREREREREREFMBaHiIiIiIiIiIgCGItDREREREREREQBjMUhIiIiIiIiIqIAxuIQEREREREREVEAY3GIiIiIiIiIiCiAsThERERERERERBTAWBwiIiIiIiIiIgpgLA4REREREREREQUwrxeHnnnmGWg0GrefXr16Keurq6sxffp0xMTEICwsDJMnT0ZBQYHbPnJzc3HllVciJCQE8fHxeOSRR2C3273dVCIiIqJGYX5DREREHZm+NXbat29ffPfdd2dfRH/2ZR566CF8+eWX+PDDD2E2mzFjxgxMmjQJ69evBwDU1tbiyiuvRGJiIv73v/8hLy8Pt912G4KCgvCXv/ylNZpLREREdF7Mb4iIiKijapXikF6vR2Jiosfy0tJS/POf/8R///tfXHrppQCARYsWoXfv3ti4cSNGjBiBFStW4Oeff8Z3332HhIQEDBo0CM8++ywee+wxPPPMMzAYDK3RZCIiIqJzYn5DREREHVWrFIcOHDiA5ORkmEwmZGVlYe7cuUhNTcXWrVtRU1ODcePGKdv26tULqamp2LBhA0aMGIENGzagf//+SEhIULYZP348fve732H37t244IILVF/TarXCarUqj8vKygAADocDDofD68focDggIq2yb0Hr7LcttGZc2ivGRB3joo5xUce4qGNc1NWPi7fiw/wmcDEu6pobF4GcfX6df3cU3ohLR3S+uLiOX9m2HX8naorGnC+BEgsXtZjUPz/8XWv8PbdWfuPi9eLQ8OHDsXjxYvTs2RN5eXmYM2cOLrzwQuzatQv5+fkwGAyIjIx0e05CQgLy8/MBAPn5+W6Jk2u9a11D5s6dizlz5ngsLyoqQnV1dQuPypPD4UBpaSlEBFqtd4duqjZUo7Cw0Kv7bCutGZf2ijFRx7ioY1zUMS7qGBd19eNisVhavE/mN4GNcVHX3LhUG5znbmFhodu/OwpvxKUjOl9cXMcPnD03Omos6mrM+RIosXBRi0n988Pftcbfc2vkN3V5vTg0YcIE5d8DBgzA8OHDkZaWhg8++ADBwcHefjnF7NmzMWvWLOVxWVkZUlJSEBcXh4iICK+/nsPhgEajQVxcnNeThOO244iPj/fqPttKa8alvWJM1DEu6hgXdYyLOsZFXf24mEymFu+T+U1gY1zUNTcux23HAQDx8fFu/+4ovBGXjuh8cXEdP3D23OiosairMedLoMTCRS0m9c8Pf9caf8+tkd/U1Sq3ldUVGRmJHj164ODBg/jVr34Fm82GkpISt6trBQUFyj38iYmJ+PHHH9324ZrtQ+0+fxej0Qij0eixXKvVttqHuEajaZX9a6Bp14lHa8WlPWNM1DEu6hgXdYyLOsZFXd24tEZsmN8EHsZFXXPiooEGgPM8rvvvjqSlcemozhUX1/EDZ8+NjhyLus53vgRSLFzqx6T++eHvWuvvuTXzm1aPanl5OQ4dOoSkpCRkZmYiKCgIK1euVNbv27cPubm5yMrKAgBkZWVh586dbt2vvv32W0RERKBPnz6t3VwiIiKi82J+Q0RERB2J13sO/f73v8fVV1+NtLQ0nDx5Ek8//TR0Oh1uuukmmM1m3HHHHZg1axaio6MRERGB+++/H1lZWRgxYgQA4LLLLkOfPn3w29/+Fn/961+Rn5+PP/zhD5g+fbrqlTMiIiKi1sb8hoiIiDoyrxeHjh8/jptuugmnT59GXFwcRo8ejY0bNyIuLg4A8Pe//x1arRaTJ0+G1WrF+PHj8frrryvP1+l0+OKLL/C73/0OWVlZCA0NxZQpU/CnP/3J200lIiIiahTmN0RERNSReb049N57751zvclkwvz58zF//vwGt0lLS8NXX33l7aYRERERNQvzGyIiIurI/H8kJyIiIiIiIiIiajUsDhERERERERERBTAWh4iIiIiIiIiIAhiLQ0REREREREREAYzFISIiIiIiIiKiAMbiEBERERERERFRAGNxiIiIiIiIiIgogLE4REREREREREQUwFgcIiIiIiIiIiIKYCwOEREREREREREFMBaHiIiIiIiIiIgCGItDREREREREREQBjMUhIiIiIiIiIqIAxuIQEREREREREVEAY3GIiIiIiIjIh7a+udXXTfCpQD9+In/A4hARERERERERUQBjcYiIiIiIiIiIKICxOEREREREREREFMBYHCIiIiIiIiIiCmAsDhERERERERERBTAWh4iIiIiIiIiIAhiLQ0REREREREREAYzFISIiIiIiIiKiAMbiEBERERERERFRAGNxiIiIiIiIiIgogLE4REREREREREQUwFgcIiIiIiIiIiIKYCwOEREREREREREFMBaHiIiIiIiIiIgCGItD1Gxb39yKrW9u9XUziIiIiIiIiKgF9L5uAPm/ugWgzLszPQpCrseZd2fip7d+QrWhGsdtxzHk7iFt2k4iIiIiIiIiajr2HCIiIiIiIiIiCmAsDhERERERERERBTDeVkaqOJYQERERERERUWBgzyFScIBpIiIiIiJqba7vHPzuQeQ/WBwiIiIiIiIi8jMsnlFbYnGIiIiIiIiIiCiAccwhIiIiIiIialU/vfUTqg3VOG47Dg00vm4OEdXDnkNERERERERERAGMxSFqNa4BrnmvLBERERG1Jeaf/oO/C6L2gcUhIiIiIiKiNsaiCRH5ExaHiIiIiIiIiIgCGAekJiIiIiKiDsfVMyfz7kwft8Spbk8hf2kTEZELew4RERERERGR13DcUaL2h8UhIiIiIiIiH/F1EcXXr09E/oHFIWoz/OAhIiIiorbmy14srtf19zy4vbSzpTr68RG1BMcc8pGtb27lvcZERERERF7mDwWAg98cRPxt8b5uxnmpxUptWebdmQ0uJ+pIAvl7ul/3HJo/fz7S09NhMpkwfPhw/Pjjj75uklcFSoWeiIiI3HX0HIfIX7l6ETH/9o7632faS2zbSzuJ2pLfFofef/99zJo1C08//TR++uknDBw4EOPHj0dhYaGvm9Zq+CZFRETU8QVijkNERNSenOu7eUctMvttcWjevHm46667cPvtt6NPnz5YuHAhQkJC8Pbbb/u6aURERETNxhyHyD+01he8n976yav7IyLfqfse0dGKQfX55ZhDNpsNW7duxezZs5VlWq0W48aNw4YNG1SfY7VaYbValcdlZWUAAIfDAYfD4fU2OhwOiEiz9y2Qs/uBKP+vu/+2Vr9NahqzzvWf2jpfHJevtfRc6agYF3WMizrGRR3joq5+XPwpPk3NcdpbftNRMS7qmhsXtZzTm7Ftbh7701s/YfCdg5XizuA7Bzf79evm92qve751baX+94+WfAdozHHW/Z7Q2Od5U/3X84e/6XP9HdU/jwKFWkza6rtyU/9mG2pLa5xjrZ3faERE/a/ch06ePIlOnTrhf//7H7KyspTljz76KNasWYNNmzZ5POeZZ57BnDlzPJbv378f4eHhXm+jw+FAaWkpzGYztFq/7YDV5hgXT4yJOsZFHeOijnFRx7ioqx8Xi8WCHj16oLS0FBERET5tW1NzHOY3/oFxUce4qGNc1DEu6hgXT4yJutbOb/yy51BzzJ49G7NmzVIel5WVISUlBXFxca2SCDocDmg0GsTFxfGErYNx8cSYqGNc1DEu6hgXdYyLuvpxMZlMvm5SszG/8Q+MizrGRR3joo5xUce4eGJM1LV2fuOXxaHY2FjodDoUFBS4LS8oKEBiYqLqc4xGI4xGo8dyrVbbaieURqNp1f23V4yLJ8ZEHeOijnFRx7ioY1zU1Y2LP8WmqTkO8xv/wbioY1zUMS7qGBd1jIsnxkRda+Y3flkcMhgMyMzMxMqVK3HttdcCcFbJVq5ciRkzZjRqH6675Vz35nubw+GAxWKByWTiCVsH4+KJMVHHuKhjXNQxLuoYF3X14+LKBfzhTvqW5jjMb3yDcVHHuKhjXNQxLuoYF0+MibrWzm/8sjgEALNmzcKUKVMwZMgQDBs2DC+//DIqKipw++23N+r5FosFAJCSktKazSQiIqJ2wmKxwGw2+7oZLcpxmN8QERFRXd7Kb/y2OHTDDTegqKgITz31FPLz8zFo0CB88803SEhIaNTzk5OTcezYMYSHh0Oj0Xi9fa57/o8dO+bzwS39CePiiTFRx7ioY1zUMS7qGBd19eMiIrBYLEhOTvZ10wC0LMdhfuMbjIs6xkUd46KOcVHHuHhiTNS1dn7jl7OVtQdlZWUwm81+MfOJP2FcPDEm6hgXdYyLOsZFHeOijnFpPsZOHeOijnFRx7ioY1zUMS6eGBN1rR0X3sBHRERERERERBTAWBwiIiIiIiIiIgpgLA41k9FoxNNPP606vWwgY1w8MSbqGBd1jIs6xkUd46KOcWk+xk4d46KOcVHHuKhjXNQxLp4YE3WtHReOOUREREREREREFMDYc4iIiIiIiIiIKICxOEREREREREREFMBYHCIiIiIiIiIiCmAsDhERERERERERBTAWh5ph/vz5SE9Ph8lkwvDhw/Hjjz/6ukmtau3atbj66quRnJwMjUaDZcuWua0XETz11FNISkpCcHAwxo0bhwMHDrhtU1xcjFtuuQURERGIjIzEHXfcgfLy8jY8Cu+aO3cuhg4divDwcMTHx+Paa6/Fvn373Laprq7G9OnTERMTg7CwMEyePBkFBQVu2+Tm5uLKK69ESEgI4uPj8cgjj8But7floXjVggULMGDAAERERCAiIgJZWVn4+uuvlfWBGBM1zz//PDQaDWbOnKksC8TYPPPMM9BoNG4/vXr1UtYHYkxcTpw4gVtvvRUxMTEIDg5G//79sWXLFmV9IL7vpqene5wvGo0G06dPBxDY54u3ML9Z5rY+EP/OAOY4DWGOc37Mb5yY3zSM+Y0nv8pvhJrkvffeE4PBIG+//bbs3r1b7rrrLomMjJSCggJfN63VfPXVV/Lkk0/KJ598IgBk6dKlbuuff/55MZvNsmzZMtm+fbtcc8010qVLF6mqqlK2ufzyy2XgwIGyceNG+eGHHyQjI0NuuummNj4S7xk/frwsWrRIdu3aJdnZ2XLFFVdIamqqlJeXK9vce++9kpKSIitXrpQtW7bIiBEjZOTIkcp6u90u/fr1k3Hjxsm2bdvkq6++ktjYWJk9e7YvDskrPvvsM/nyyy9l//79sm/fPnniiSckKChIdu3aJSKBGZP6fvzxR0lPT5cBAwbIgw8+qCwPxNg8/fTT0rdvX8nLy1N+ioqKlPWBGBMRkeLiYklLS5OpU6fKpk2b5PDhw7J8+XI5ePCgsk0gvu8WFha6nSvffvutAJDVq1eLSOCeL97C/Ib5jQtzHHXMcc6N+c1ZzG/UMb9R50/5DYtDTTRs2DCZPn268ri2tlaSk5Nl7ty5PmxV26mfPDkcDklMTJQXX3xRWVZSUiJGo1HeffddERH5+eefBYBs3rxZ2ebrr78WjUYjJ06caLO2t6bCwkIBIGvWrBERZwyCgoLkww8/VLbZs2ePAJANGzaIiDMp1Wq1kp+fr2yzYMECiYiIEKvV2rYH0IqioqLkrbfeYkxExGKxSPfu3eXbb7+Viy++WEmeAjU2Tz/9tAwcOFB1XaDGRETksccek9GjRze4nu+7Tg8++KB069ZNHA5HQJ8v3sL8hvlNQ5jjNIw5jhPzG3fMb9Qxv2kcX+Y3vK2sCWw2G7Zu3Ypx48Ypy7RaLcaNG4cNGzb4sGW+k5OTg/z8fLeYmM1mDB8+XInJhg0bEBkZiSFDhijbjBs3DlqtFps2bWrzNreG0tJSAEB0dDQAYOvWraipqXGLS69evZCamuoWl/79+yMhIUHZZvz48SgrK8Pu3bvbsPWto7a2Fu+99x4qKiqQlZXFmACYPn06rrzySrcYAIF9vhw4cADJycno2rUrbrnlFuTm5gII7Jh89tlnGDJkCH7zm98gPj4eF1xwAf7xj38o6/m+6/w8XrJkCaZNmwaNRhPQ54s3ML/xxL+zs5jjeGKO4475jSfmN56Y35yfr/MbFoea4NSpU6itrXULPAAkJCQgPz/fR63yLddxnysm+fn5iI+Pd1uv1+sRHR3dIeLmcDgwc+ZMjBo1Cv369QPgPGaDwYDIyEi3bevHRS1urnXt1c6dOxEWFgaj0Yh7770XS5cuRZ8+fQI6JgDw3nvv4aeffsLcuXM91gVqbIYPH47Fixfjm2++wYIFC5CTk4MLL7wQFoslYGMCAIcPH8aCBQvQvXt3LF++HL/73e/wwAMP4F//+hcAvu8CwLJly1BSUoKpU6cCCNy/IW9hfuOJf2dOzHHcMcfxxPzGE/Mbdcxvzs/X+Y2+ec0mIpfp06dj165dWLduna+b4hd69uyJ7OxslJaW4qOPPsKUKVOwZs0aXzfLp44dO4YHH3wQ3377LUwmk6+b4zcmTJig/HvAgAEYPnw40tLS8MEHHyA4ONiHLfMth8OBIUOG4C9/+QsA4IILLsCuXbuwcOFCTJkyxcet8w///Oc/MWHCBCQnJ/u6KUQdGnMcd8xx3DG/Ucf8Rh3zm/PzdX7DnkNNEBsbC51O5zE6eEFBARITE33UKt9yHfe5YpKYmIjCwkK39Xa7HcXFxe0+bjNmzMAXX3yB1atXo3PnzsryxMRE2Gw2lJSUuG1fPy5qcXOta68MBgMyMjKQmZmJuXPnYuDAgXjllVcCOiZbt25FYWEhBg8eDL1eD71ejzVr1uDVV1+FXq9HQkJCwMamrsjISPTo0QMHDx4M6PMlKSkJffr0cVvWu3dvpUt6oL/vHj16FN999x3uvPNOZVkgny/ewPzGU6D/nQHMcdQwx3HH/KZxmN84Mb85N3/Ib1gcagKDwYDMzEysXLlSWeZwOLBy5UpkZWX5sGW+06VLFyQmJrrFpKysDJs2bVJikpWVhZKSEmzdulXZZtWqVXA4HBg+fHibt9kbRAQzZszA0qVLsWrVKnTp0sVtfWZmJoKCgtzism/fPuTm5rrFZefOnW5vcN9++y0iIiI83jjbM4fDAavVGtAxGTt2LHbu3Ins7GzlZ8iQIbjllluUfwdqbOoqLy/HoUOHkJSUFNDny6hRozymjd6/fz/S0tIABO77rsuiRYsQHx+PK6+8UlkWyOeLNzC/8RTIf2fMcRov0HMc5jeNw/zGifnNuflFfuONEbUDyXvvvSdGo1EWL14sP//8s9x9990SGRnpNjp4R2OxWGTbtm2ybds2ASDz5s2Tbdu2ydGjR0XEOeVgZGSkfPrpp7Jjxw6ZOHGi6pSDF1xwgWzatEnWrVsn3bt3b9dTDv7ud78Ts9ks33//vdvUg5WVlco29957r6SmpsqqVatky5YtkpWVJVlZWcp617SDl112mWRnZ8s333wjcXFx7Xqayscff1zWrFkjOTk5smPHDnn88cdFo9HIihUrRCQwY9KQurN5iARmbB5++GH5/vvvJScnR9avXy/jxo2T2NhYKSwsFJHAjImIczpgvV4vf/7zn+XAgQPyn//8R0JCQmTJkiXKNoH4vivinEErNTVVHnvsMY91gXq+eAvzG+Y3Lsxx1DHHaRzmN8xvGsL8pmH+kt+wONQMr732mqSmporBYJBhw4bJxo0bfd2kVrV69WoB4PEzZcoUEXFOO/jHP/5REhISxGg0ytixY2Xfvn1u+zh9+rTcdNNNEhYWJhEREXL77beLxWLxwdF4h1o8AMiiRYuUbaqqquS+++6TqKgoCQkJkeuuu07y8vLc9nPkyBGZMGGCBAcHS2xsrDz88MNSU1PTxkfjPdOmTZO0tDQxGAwSFxcnY8eOVZImkcCMSUPqJ0+BGJsbbrhBkpKSxGAwSKdOneSGG26QgwcPKusDMSYun3/+ufTr10+MRqP06tVL3nzzTbf1gfi+KyKyfPlyAeBxrCKBfb54C/Mb5jcizHEawhyncZjfML85F+Y36vwlv9GIiDStrxEREREREREREXUUHHOIiIiIiIiIiCiAsThERERERERERBTAWBwiIiIiIiIiIgpgLA4REREREREREQUwFoeIiIiIiIiIiAIYi0NERERERERERAGMxSEiIiIiIiIiogDG4hARtdiIESPw0ksv+ez1lyxZgsTExAbX9+zZE//4xz/asEXe9+tf/xozZ85UHg8ZMgQvv/yyz9pDREQUCJjjtD7mOET+gcUhImoRh8OBnTt3YuDAgT5rw/bt2zFo0CAAzoRiyZIlbuvXrl2LqVOnNml/Wq0WpaWlXmxly2RnZyvHaLfbsXv3buUxEREReR9znLbBHIfIP7A4REQtsn//flRWVmLAgAGNfk5NTY1X21A3cVKTkJCAoKCgRu/vxx9/REZGBsxmc4va5a3jtFgsOHz4sHKMe/fuRXV1tU+TVSIioo6OOU7DmOMQdTwsDhF1AIcOHYJGo8EXX3yBsWPHIiQkBD179sSmTZvctlu6dCmGDh2KkJAQZGRkYNGiRW7r09PT8cILL+CWW25BeHg40tLSsGLFChw7dgyTJk1CeHg4evXqhW3btinPyc7ORkJCAlavXo3evXsjPDwckyZNwpkzZ5Rtpk6diptvvhlPPvkkEhMTkZmZCQCorKzEE088gc6dOyM0NBQXXXQRdu3add5jveqqqxASEoIePXpgzZo150ycFi9ejPT0dOXxH//4R4wbNw7z589H9+7dERoaiuuuuw5WqxUAcNttt+Huu+/GgQMHoNFooNFosHfvXgDA7t27cdVVVyEsLAzx8fGYMWOG8jwAGDNmDGbNmoX77rsP0dHRmDx5MoYNG4Y//OEPbm06duwYgoODsX79egDAypUrMW7cOMTGxiI0NBQXXnghdu7cqWy/fft26PV69OnTR4l5amoqoqKilG0+//xzDBkyBCaTCV27dsUbb7zh9ppvvPEG+vfvj5CQEMTExODyyy+Hw+E4Z6yJiIh8jTkOcxzmOERtRIio3fv4449Fo9HIJZdcIqtXr5b9+/fLuHHjZMyYMco2b775ppjNZlm8eLEcPnxYFi9eLFqtVtauXSsiImfOnBEA0r17d/nggw/kwIEDMn78eOnevbuMGTNGvvzyS9m7d6+MGjVKrrnmGmW/jz32mISGhsqkSZNk9+7dsmbNGunUqZNMnz5d2WbQoEESHh4us2fPlr1798r+/fulqqpKhg4dKpMnT5bNmzfL/v37Zdq0aZKRkSEOh0P1OAsKCqRTp05y9913y549e+Tbb7+V7t27CwDZs2ePiIhkZmbKO++8ozxn5syZMnHiROXx1VdfLWazWR566CHZvXu3rFq1SkJDQ2Xx4sUiIlJcXCwjRoyQ2bNnS15enuTl5YnD4ZD169eL2WyWl19+WQ4cOCBr166VjIwMefbZZ5V9R0VFSXR0tPztb3+TAwcOyOHDh2XatGly3XXXuR3H7bff7hbDJUuWyNKlS2X//v2yY8cOufrqq2XYsGHK+tdee00GDBigPH744Yfdnv/SSy9JWlqafPTRR3L48GF57733xGQyKb/bJUuWSOfOneWLL76QI0eOyObNm+XVV19VjTEREZE/YY7DHIc5DlHbYHGIqAN46qmnJCoqSgoLC5Vlr776qvTt21dEnAlHcHCwfPDBB27PGzlypDz66KMiIvL9998LAFm1apWy/q233hKNRiO7du1Slj3//PNuH+rjx4+XQYMGSW1trbLsz3/+s/LaNptNDAaDWyLl2ubiiy92S5JOnTolAOTo0aOqxzlt2jS56KKL3Jb9/ve/l5CQELfXr2vMmDHy1FNPKY9TU1Pllltucdtm8ODB8uKLLyqPIyMj5fPPP1ce2+126dWrl7z99ttuz3vppZfkkksuERGRI0eOCAC3/YiIzJs3T3r27Kk83r17txgMBtm9e7dqe0VEli9fLmazWXl8xx13yG233aY8Hjt2rHJMOTk5EhoaKnv37nXbx1VXXSVz5swREZHf/va3cvPNNzf4ekRERP6KOQ5zHOY4RG2Dt5URdQDbt2/HxIkTERcXpyzLyclBRkYGAOCTTz5BZGQkJk+e7PY8g8GgdBnevn07unXrhksuuURZn5ubi2HDhqFv375uy7p06aI8zs7OxgMPPACt9uzbSVRUlNKdd8+ePbDZbHjggQfcXvutt97Chg0bEB4ejrCwMISFhSEtLQ0AoNfrPY6xuroa7777rttsFgAQFBSE/v37u71+/di4umOXlJQgNzcXd911l9s2R44cUWKVk5ODkpISt3vd169fj71792LGjBlKW8PCwvDEE08obd2+fTsMBgPuuecet333798fhw4dgs1mAwA88cQTuPXWW5Xu0zU1NXj99dcxcuRIJCUlISwsDNdccw06d+7sFuO67dm+fbvy+N///jcqKyuRmZnp1ravv/5aadsVV1yBDz74AKNGjcIrr7yCvLw81VgRERH5G+Y4zHGY4xC1Dc93JyJqd7Zv347Zs2e7LcvOzsZFF10EwHkfeZ8+fdySC4fDgb179+LWW29Vth8+fLjHPkaMGOGx7KqrrgIA5Ofno6CgwONe+I0bN+KCCy5Qtk9KSkKPHj2U9WVlZcjJycHXX3+tJCx1JScneyzbt28fqqqqMHjwYLflP/30U4P34ufm5uLMmTNKkrF9+3bodDoMGzbMbZvi4mJlH9nZ2YiOjkZKSorbMQ8YMAAff/yxx2uEh4cr22RmZiqPXfr16we73Y4DBw6grKwMK1aswP79+5X1d999N9atW4ennnoKffv2RUREBGbNmqXsp/6sHcePH8epU6fc2nvnnXfi0Ucf9WhbfHw8AODGG2/EqFGjsGzZMvznP//B7NmzsXLlSmRlZanGjYiIyF8wxxnksT3AHIc5DpH3sThE1M6VlpbiyJEjSqLi4rraBTg/3KuqqtzWv/vuu7BYLLj22msBOJOKm266yWMfkyZNUh6LCHbs2IEnn3xSWQ8AtbW1yjYnT57E+++/jy+++ELZb/226XQ6aDQa6PX6/2/vDl6a/uM4jr8WbmrCmE3RQ5JUw9MujQhPHlyEFgZJBP0FwjYiPCQd5s2DBw8NcpcOKQgycAwPlhcLIoSgWA6jcGPtEMGggaiHAt+/g/il6Td+hx+kP/Z83L7ffb/b5/PdYS/e7+8+X9fg5OYw9P0+j0KhoNXVVT19+tT1nHw+L7/f73QB8/m8+vr61Nra6hzz4cMHBQIBZ0FHt0fWer1e/fjxQ5cuXZLH4/njZx2dpyR1d3ero6NDm5ubSqVSSiQSTsfs58+fmp+f19LSkkZGRiQdXL/Xr187CzwePrXj96D0+5y8Xq/29vb+9Tr29PQokUgoHo+rt7dX79+/JzgBAE41Mg4Zh4wD/D38rQz4n/v48aOampoUDoedfV+/flWtVnN+bIeGhrS+vq75+XmVy2XNzc0pFovpyZMnCgaDxzo3klSr1VSpVOq6WFtbW9rZ2Tn2Iz45Oalisaj19XVdv35dd+7cUTQadY45Gija2to0MDCghw8f6tWrVyqXy3rz5o0mJiZULpdd5xkKhdTZ2anHjx/ry5cvWltb0927d2Vmf+yqHXbDDsOOW7g5ejvz/v6+qtWqisWivn//LkkaHBxUtVpVPB7Xp0+f9PnzZ+VyOSWTybr3cQtO0kFnbWZmRoVCoa776fV65ff7tby8rFKppBcvXmh0dFTb29t1Xcnz58/r3LlzrnMaHh7W4uKi0um0SqWS8vm8nj17pufPn0s6uLV9dnZWGxsbKhaLmp6eVq1W040bN1zHCgDAaUHGIeOQcYC/6GSXPALwX6VSKWdhxEPZbNYCgUDdvnQ6bRcvXrSWlhaLRCKWzWad1zY2NkySVatVZ9/a2po1Nzfbr1+/nH2ZTMY6Ojqc7Xv37lksFrNHjx6Z3++3zs5OSyaTdecEg0HLZDLHxv3t2ze7f/++dXV1WUtLi12+fNnGxsbqzj3q5cuXFgqFzOfz2ZUrV2xqasrOnDlju7u7rsePjo5aPB53tiORyLHFFG/fvm0PHjxwtiuVil27ds18Pl/dXFdWVuzq1avW1tZm7e3t1t/fbwsLC2Zmtr29bR6Px969e+c6jkQiYZJsenr62Gu5XM4uXLhgra2tFo1GbWFhoe67GB8ft1u3bv1xTmYHC0KGQiFrbm62rq4uu3nzpjOWdDpt4XDYzp49a4FAwAYHB+3t27eu4wQA4DQh45BxyDjA3+MxMzvJ4hQAAAAAAABODn8rAwAAAAAAaGAUhwAAAAAAABoYxSEAAAAAAIAGRnEIAAAAAACggVEcAgAAAAAAaGAUhwAAAAAAABoYxSEAAAAAAIAGRnEIAAAAAACggVEcAgAAAAAAaGAUhwAAAAAAABoYxSEAAAAAAIAGRnEIAAAAAACggf0DJQGELPtgbjMAAAAASUVORK5CYII=",
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",
       "text/plain": [
        "<Figure size 1400x400 with 4 Axes>"
       ]
@@ -539,6 +589,27 @@
     "---"
    ]
   },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "id": "9c26432c",
+   "metadata": {},
+   "source": [
+    "On souhaite réduire le coût d'utilisation de la pompe à chaleur en fixant le budget maximal à\n",
+    "une certaine proportion du coût minimal identifié lors de la première tâche. Pour diminuer les coûts, on va\n",
+    "permettre aux températures de sortir de la plage de confort définie plus haut. On va cependant alors\n",
+    "comptabiliser la quantité d'inconfort éventuellement subi durant chaque intervalle de temps, qui sera\n",
+    "proportionnel au dépassement de la température maximale admissible, ou au dépassement par le bas de la\n",
+    "température minimale admissible. On cherche alors à minimiser l'inconfort total  tout en respectant la contrainte de budget. Par rapport à la tâche 1, il y a donc un nouveau paramètre relatif au budget maximal.\n",
+    "\n",
+    "On souhaite réduire le coût d'utilisation de la pompe à chaleur en fixant le budget maximal à\n",
+    "une certaine proportion du coût minimal identifié lors de la première tâche. Pour diminuer les coût, on\n",
+    "permet aux températures de sortir de la plage de confort définie plus haut. On comptabilise alors cependant\n",
+    " la quantité d'inconfort éventuellement subi durant chaque intervalle de temps, qui sera\n",
+    "proportionnel au dépassement de la température maximale admissible, ou au dépassement par le bas de la\n",
+    "température minimale admissible. On cherche alors à minimiser l'inconfort total  tout en respectant la contrainte de budget. Par rapport à la tâche 1, il y a donc un nouveau paramètre relatif au budget maximal alloué."
+   ]
+  },
   {
    "attachments": {},
    "cell_type": "markdown",
@@ -550,6 +621,145 @@
     "</div>"
    ]
   },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "id": "6fa7c356",
+   "metadata": {},
+   "source": [
+    "##### Budget [$]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 134,
+   "id": "ac4d6894",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "budget = 3 # [$]"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "id": "1a3e181b",
+   "metadata": {},
+   "source": [
+    "##### Inconfort [/]"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "id": "7768e2fc",
+   "metadata": {},
+   "source": [
+    "A chaque intervalle, on attribue une pénalité d'inconfort. Celle-ci sera représentative de l'écart entre la température à cet intervalle et la plage de températures \"confortables\". La pénalité par °C en-dessous de $T_{min}$ sera de 3 et la pénalité par °C au-dessus de $T_{max}$ sera de 1."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 135,
+   "id": "096c6386",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "I_i = cp.Variable(n)"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "id": "0d664883",
+   "metadata": {},
+   "source": [
+    "##### Technique de l'épigraphe"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "id": "509aabc1",
+   "metadata": {},
+   "source": [
+    "En représentant le graphe de l'inconfort en fonction de la température à un intervalle donné, on se rend compte que la fonction, formée de trois droites, est convexe. Au lieu de s'embarquer dans des modélisations utilisant plusieurs variables binaires, il est opportun d'utiliser une méthode vue au cours : la technique de l'épigraphe. Une des droites est l'axe des abscisses, représentant un inconfort nul lorsqu'on se trouve dans la plage de températures confortables. Les deux autres droites (obliques) sont les suivantes :$\\\\$\n",
+    "$ f_{froid}(T)=-3T+3T_{min} $ $\\\\$\n",
+    "$ f_{chaud}(T)=T-T_{max} $"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 136,
+   "id": "3b228554",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.title(\"Inconfort en fonction de la température de la pièce (pour $T_{min}=19°C$ et $T_{max}=21°C$)\")\n",
+    "plt.plot([15,16,17,18,19,20,21,22,23,24,25],[12,9,6,3,0,0,0,1,2,3,4],\"-r\")\n",
+    "plt.plot([19,20,21,22],[0,-3,-6,-9],\":r\")\n",
+    "plt.plot([15,16,17,18,19,20,21],[-6,-5,-4,-3,-2,-1,0],\":r\")\n",
+    "plt.grid()\n",
+    "plt.text(T_min-0.25,-0.75,\"$T_{min}$\")\n",
+    "plt.text(T_max-0.25,-0.75,\"$T_{max}$\")\n",
+    "plt.xlabel(\"$T_i$ [°C]\",size=16)\n",
+    "plt.ylabel(\"$I_i$ [/]\",size=16)\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 137,
+   "id": "b331c627",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "f_froid = lambda T: -3*T+3*T_min\n",
+    "f_chaud = lambda T: T-T_max"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "id": "151041f9",
+   "metadata": {},
+   "source": [
+    "### Formulation et résolution du problème"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "id": "82c78b09",
+   "metadata": {},
+   "source": [
+    "On peut modéliser le problème de minimisation de l'inconfort comme suit :  \n",
+    "$$ \\min_{I_i, p_{n_i}, p_{r_i}, T_i, \\Delta T_i} \\sum_{i=0}^{n-1}I_i \\quad \\text{tel que}\\\\ $$\n",
+    "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\sum\\limits_{i=0}^{n-1}c_i(p_{n_i}+p_{r_i})\\le Budget\\\\$\n",
+    "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad T_0=T_{initial}\\\\ $\n",
+    "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad T_n=T_{final}\\\\ $\n",
+    "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad T_{i+1}=T_i+\\Delta T_i \\qquad ,\\forall i \\in [0,n-1]\\\\ $\n",
+    "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad p_{n_i}+p_{r_i} \\le p_{max} \\qquad ,\\forall i \\in [0,n-1]\\\\ $\n",
+    "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\Delta T_i = -(1-\\eta)(T_i-T_{ext_i}) + \\frac{0,25p_{n_i}COP_n(T_{ext_i})}{C_xV} + \\frac{0,25p_{r_i}COP_r}{C_xV} \\qquad ,\\forall i \\in [0,n-1]\\\\ $\n",
+    "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad I_i \\ge f_{froid}(T_i) \\qquad ,\\forall i \\in [0,n-1]\\\\ $\n",
+    "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad I_i \\ge f_{chaud}(T_i) \\qquad ,\\forall i \\in [0,n-1]\\\\ $\n",
+    "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad I_i \\ge 0 \\qquad ,\\forall i \\in [0,n-1]\\\\ $\n",
+    "\n",
+    "\n",
+    "Par rapport à la tâche 1, on a donc supprimé la contrainte sur la plage de température, mais avons ajouté une contrainte portant sur le budget alloué et trois autres contraintes pour appliquer la technique de l'épigraphe susmentionnée."
+   ]
+  },
   {
    "attachments": {},
    "cell_type": "markdown",
@@ -561,6 +771,222 @@
     "</div>"
    ]
   },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "id": "01eb34c3",
+   "metadata": {},
+   "source": [
+    "### Intervalle 13050"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "id": "e0cc21fb",
+   "metadata": {},
+   "source": [
+    "##### Résolution du problème"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 138,
+   "id": "f2d615c4",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "6844.430249763985"
+      ]
+     },
+     "execution_count": 138,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# On revient à l'intervalle 13050...\n",
+    "intervalle_initial = 13050\n",
+    "heure_initiale = 22.5\n",
+    "T_ext = data[intervalle_initial:intervalle_initial+n]\n",
+    "objectif = cp.Minimize(cp.sum(I_i))\n",
+    "contraintes = [c.T@(p_n_i+p_r_i) <= budget, T_i[0] == T_initial, T_i[n] == T_final, T_i[1:n+1] == T_i[0:n]+deltaT_i, 0 <= (p_n_i+p_r_i), (p_n_i+p_r_i) <= p_max, 0 <= p_n_i, 0 <= p_r_i,\n",
+    "\t\t\tdeltaT_i == -(1-eta)*(T_i[0:n]-T_ext)+(cp.multiply(p_n_i,COP_normal(T_ext)))*0.25/(V*Cx)-p_r_i*COP_reverse*0.25/(V*Cx),\n",
+    "\t\t\tI_i >= f_froid(T_i[0:n]), I_i >= f_chaud(T_i[0:n]), I_i >= 0]\n",
+    "probleme = cp.Problem(objectif, contraintes)\n",
+    "probleme.solve(solver=cp.SCIPY, scipy_options={\"method\":\"highs\"}, verbose=False)"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "id": "2d28c4ed",
+   "metadata": {},
+   "source": [
+    "##### Affichage de la solution"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 139,
+   "id": "e6d9554a",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1400x400 with 4 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fig1, axs1 = plt.subplots(2, 2, figsize=(14, 4))\n",
+    "\n",
+    "fig1.subplots_adjust(wspace=0.1, hspace=0.5)\n",
+    "\n",
+    "axs1[0,0].plot(np.arange(n+1), T_i.value, color='purple', linewidth=1.2, alpha=0.4)\n",
+    "axs1[0,0].set_title(\"Température à l'intérieur du bâtiment (°C)\")\n",
+    "axs1[0,0].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n",
+    "axs1[0,0].grid('on', alpha=0.3)\n",
+    "\n",
+    "axs1[0,1].bar(np.arange(n), I_i.value, color='purple',alpha=0.4)\n",
+    "axs1[0,1].set_title(\"Inconfort\")\n",
+    "axs1[0,1].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n",
+    "axs1[0,1].grid('on', alpha=0.3)\n",
+    "\n",
+    "\n",
+    "axs1[1,0].bar(np.arange(n), p_n_i.value, color='purple', alpha=0.4)\n",
+    "axs1[1,0].set_title(\"Puissance de la pompe en mode normal (W)\")\n",
+    "axs1[1,0].set_ylim(-30,1030)\n",
+    "axs1[1,0].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n",
+    "axs1[1,0].grid('on', alpha=0.3)\n",
+    "\n",
+    "axs1[1,1].bar(np.arange(n), p_r_i.value, color='purple',linewidth=1.2,alpha=0.4)\n",
+    "axs1[1,1].set_title(\"Puissance de la pompe en mode reverse (W)\")\n",
+    "axs1[1,1].set_ylim(-30,1030)\n",
+    "axs1[1,1].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n",
+    "axs1[1,1].grid('on', alpha=0.3)\n",
+    "\n",
+    "title1 = fig1.suptitle(\"Graphes de la solution optimale (Inconfort minimal={} et budget utilisé={})\".format(objectif.value, c.T @ (p_n_i.value + p_r_i.value)),y=1.05)\n",
+    "title1.set_fontsize(15)\n",
+    "\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "id": "bb0516f4",
+   "metadata": {},
+   "source": [
+    "### Intervalle 22504"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "id": "91c6e0e0",
+   "metadata": {},
+   "source": [
+    "##### Résolution du problème"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 142,
+   "id": "852abdb9",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "0.0"
+      ]
+     },
+     "execution_count": 142,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# ...et on retourne à nouveau à l'intervalle 22054...\n",
+    "intervalle_initial = 22504\n",
+    "heure_initiale = 0\n",
+    "T_ext = data[intervalle_initial:intervalle_initial+n]\n",
+    "objectif = cp.Minimize(cp.sum(I_i))\n",
+    "contraintes = [c.T@(p_n_i+p_r_i) <= budget, T_i[0] == T_initial, T_i[n] == T_final, T_i[1:n+1] == T_i[0:n]+deltaT_i, 0 <= (p_n_i+p_r_i), (p_n_i+p_r_i) <= p_max, 0 <= p_n_i, 0 <= p_r_i,\n",
+    "\t\t\tdeltaT_i == -(1-eta)*(T_i[0:n]-T_ext)+(cp.multiply(p_n_i,COP_normal(T_ext)))*0.25/(V*Cx)-p_r_i*COP_reverse*0.25/(V*Cx),\n",
+    "\t\t\tI_i >= f_froid(T_i[0:n]), I_i >= f_chaud(T_i[0:n]), I_i >= 0]\n",
+    "probleme = cp.Problem(objectif, contraintes)\n",
+    "probleme.solve(solver=cp.SCIPY, scipy_options={\"method\":\"highs\"}, verbose=False)"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "id": "36627caa",
+   "metadata": {},
+   "source": [
+    "##### Affichage de la solution"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 143,
+   "id": "27b25fce",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1400x400 with 4 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fig1, axs1 = plt.subplots(2, 2, figsize=(14, 4))\n",
+    "\n",
+    "fig1.subplots_adjust(wspace=0.1, hspace=0.5)\n",
+    "\n",
+    "axs1[0,0].plot(np.arange(n+1), T_i.value, color='purple', linewidth=1.2, alpha=0.4)\n",
+    "axs1[0,0].set_title(\"Température à l'intérieur du bâtiment (°C)\")\n",
+    "axs1[0,0].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n",
+    "axs1[0,0].grid('on', alpha=0.3)\n",
+    "\n",
+    "axs1[0,1].bar(np.arange(n), I_i.value, color='purple',alpha=0.4)\n",
+    "axs1[0,1].set_title(\"Inconfort\")\n",
+    "axs1[0,1].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n",
+    "axs1[0,1].grid('on', alpha=0.3)\n",
+    "\n",
+    "\n",
+    "axs1[1,0].bar(np.arange(n), p_n_i.value, color='purple', alpha=0.4)\n",
+    "axs1[1,0].set_title(\"Puissance de la pompe en mode normal (W)\")\n",
+    "axs1[1,0].set_ylim(-30,1030)\n",
+    "axs1[1,0].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n",
+    "axs1[1,0].grid('on', alpha=0.3)\n",
+    "\n",
+    "axs1[1,1].bar(np.arange(n), p_r_i.value, color='purple',linewidth=1.2,alpha=0.4)\n",
+    "axs1[1,1].set_title(\"Puissance de la pompe en mode reverse (W)\")\n",
+    "axs1[1,1].set_ylim(-30,1030)\n",
+    "axs1[1,1].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n",
+    "axs1[1,1].grid('on', alpha=0.3)\n",
+    "\n",
+    "title1 = fig1.suptitle(\"Graphes de la solution optimale (Inconfort minimal={} et budget utilisé={})\".format(objectif.value, c.T @ (p_n_i.value + p_r_i.value)),y=1.05)\n",
+    "title1.set_fontsize(15)\n",
+    "\n",
+    "plt.show()"
+   ]
+  },
   {
    "attachments": {},
    "cell_type": "markdown",
@@ -608,6 +1034,113 @@
     "---"
    ]
   },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "id": "eb40a4fa",
+   "metadata": {},
+   "source": [
+    "### Création de la fonction $resoudre(budget\\_autorise, volume)$"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "id": "e9b4e1d8",
+   "metadata": {},
+   "source": [
+    "Mettons la résolution de la tâche 2 sous la forme d'une unique fonction qui prend comme paramètre le budget que l'on veut allouer à la régulation de température (et le volume de la pièce que l'on va changer pour obtenir un graphe supplémentaire)."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "4f3518c7",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def resoudre(budget_autorise, volume):\n",
+    "\n",
+    "\tT_initial = 20 # [°C]\n",
+    "\tT_final = 20 # [°C]\n",
+    "\tT_min = 19 # [°C]\n",
+    "\tT_max = 21 # [°C]\n",
+    "\tp_max = 1000 # [W]\n",
+    "\teta = 0.99 # Isolation du bâtiment [/]\n",
+    "\tCx = 1000/(0.4*360) # Capacité calorifique du bâtiment [Wh/(°C*m^3)]\n",
+    "\tV = volume # Volume du bâtiment [m^3]\n",
+    "\tcout_heures_creuses = 0.00018 # [$/(Wh*h)]\n",
+    "\tcout_heures_pleines = 0.00026 # [$/(Wh*h)]\n",
+    "\tbudget = budget_autorise # [$]\n",
+    "\n",
+    "\theure_initiale = 22.5 # Compris dans l'intervalle [0,24[ [h]\n",
+    "\tintervalle_initial = 13050 # ou 22504\n",
+    "\tn = 672 # Nombre de périodes/intervalles\n",
+    "\tdata = np.load(\"info.npy\")\n",
+    "\tT_ext = data[intervalle_initial:intervalle_initial+n]\n",
+    "\n",
+    "\tI_i = cp.Variable(n)\n",
+    "\n",
+    "\tCOP_normal = lambda f: 3+10*abs(np.tanh(f/100))*np.tanh(f/100)\n",
+    "\tCOP_reverse = 3.2\n",
+    "\n",
+    "\tT_i = cp.Variable(n+1)\n",
+    "\tdeltaT_i = cp.Variable(n)\n",
+    "\n",
+    "\tc = np.zeros(n)\n",
+    "\tfor i in range(n):\n",
+    "\t\tc[i]= cout_heures_creuses*0.25 if 0 <= (heure_initiale+(i+1)*0.25)%24 <= 7 or 22 < (heure_initiale+(i+1)*0.25)%24 <= 24 else cout_heures_pleines*0.25\n",
+    "\n",
+    "\tp_n_i = cp.Variable(n) # Normal\n",
+    "\tp_r_i = cp.Variable(n) # Reverse\n",
+    "\n",
+    "\tf_froid = lambda T: -3*T+3*T_min\n",
+    "\tf_chaud = lambda T: T-T_max\n",
+    "\n",
+    "\tobjectif = cp.Minimize(cp.sum(I_i))\n",
+    "\tcontraintes = [c.T@(p_n_i+p_r_i) <= budget, T_i[0] == T_initial, T_i[n] == T_final, T_i[1:n+1] == T_i[0:n]+deltaT_i, 0 <= (p_n_i+p_r_i), (p_n_i+p_r_i) <= p_max, 0 <= p_n_i, 0 <= p_r_i,\n",
+    "\t\t\t\tdeltaT_i == -(1-eta)*(T_i[0:n]-T_ext)+(cp.multiply(p_n_i,COP_normal(T_ext)))*0.25/(V*Cx)-p_r_i*COP_reverse*0.25/(V*Cx),\n",
+    "\t\t\t\tI_i >= f_froid(T_i[0:n]), I_i >= f_chaud(T_i[0:n]), I_i >= 0]\n",
+    "\tprobleme = cp.Problem(objectif, contraintes)\n",
+    "\tprobleme.solve(solver=cp.SCIPY, scipy_options={\"method\":\"highs\"})\n",
+    "\n",
+    "\treturn objectif.value"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "id": "5771ea0c",
+   "metadata": {},
+   "source": [
+    "### Calcul de l'inconfort pour des fractions du budget minimal requis"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "id": "2e0ae6ba",
+   "metadata": {},
+   "source": [
+    "Nous pouvons maintenant résoudre le même problème de la tâche 2 plusieurs fois, mais avec des budgets différents. En partant du budget minimal identifié dans la tâche 1, nous allons évaluer l'inconfort résultant lorsque nous n'utilisons qu'une fraction de ce budget minimal."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "0d86e9f4",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "cout_minimal_obtenu_a_la_tache_1 = 8.182333695034458 # 1.9645635951448925\n",
+    "pourcentage_budget = np.linspace(0, cout_minimal_obtenu_a_la_tache_1, 100)\n",
+    "inconfort_minimal = []\n",
+    "\n",
+    "for budget in pourcentage_budget:\n",
+    "    inconfort = resoudre(budget, 360)\n",
+    "    inconfort_minimal.append(inconfort)"
+   ]
+  },
   {
    "attachments": {},
    "cell_type": "markdown",
@@ -619,6 +1152,88 @@
     "</div>"
    ]
   },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "id": "0970ad24",
+   "metadata": {},
+   "source": [
+    "### Affichage des résultats"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "85a5e73a",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "plt.plot(np.arange(1, 101), inconfort_minimal, color='purple', linewidth=2, alpha = 0.3)\n",
+    "plt.plot(100, inconfort_minimal[-1], 'or', markersize=10, label=f\"Budget minimum pour inconfort nul = {cout_minimal_obtenu_a_la_tache_1}\")\n",
+    "plt.title('Inconfort en fonction du budget', fontsize=18)\n",
+    "plt.grid('on',alpha=0.3)\n",
+    "plt.xlabel(\"$Fraction$ $du$ $budget$ $minimal$ [%]\", fontsize=12)\n",
+    "plt.legend(fontsize=10)\n",
+    "plt.tick_params(axis='both', which='major', labelsize=11)\n",
+    "plt.axhline(y=0, color='r', linestyle='--', alpha=0.6)\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "id": "ef6aa85b",
+   "metadata": {},
+   "source": [
+    "### Quid de la relation budget-inconfort si l'on change le volume de la pièce ?"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "id": "6d67576e",
+   "metadata": {},
+   "source": [
+    "Générons un graphe 3D permettant de visualiser l'impact du changement de volume de la pièce. Ce graphique mettra en exergue le fait qu'il n'est pas du tout équivalent de chauffer une petite pièce ou tout un auditoire..."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "b94f582a",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "n = 1000\n",
+    "budget = 10*np.random.rand(n)\n",
+    "volume = 500*np.random.rand(n)\n",
+    "inconfort = [resoudre(budget[i], volume[i]) for i in range(n)]\n",
+    "\n",
+    "x = []\n",
+    "y = []\n",
+    "for i in range(n):\n",
+    "    if (inconfort[i] is not None):\n",
+    "        x.append(budget[i])\n",
+    "        y.append(volume[i])\n",
+    "z = [i for i in inconfort if i is not None]\n",
+    "\n",
+    "colors = z\n",
+    "\n",
+    "fig = plt.figure()\n",
+    "ax = fig.add_subplot(111, projection='3d')\n",
+    "ax.scatter(x, y, z, c=colors, cmap='viridis', marker='o')\n",
+    "\n",
+    "ax.set_title('Graphique de la relation Budget-Inconfort pour différents volumes')\n",
+    "ax.set_xlabel('Budget [$]')\n",
+    "ax.set_ylabel('Volume [m^3]')\n",
+    "ax.set_zlabel('Inconfort [/]')\n",
+    "\n",
+    "cbar = fig.colorbar(ax.collections[0], location='right', pad = 0.1, shrink = 0.8)\n",
+    "cbar.ax.set_title('Inconfort')\n",
+    "\n",
+    "plt.show()"
+   ]
+  },
   {
    "attachments": {},
    "cell_type": "markdown",
diff --git a/jupyter_notebook.ipynb b/jupyter_notebook.ipynb
index 2e83f34c4eaee81a071b89fbce94fcddea8854ca..36500429e12d89fe7e2d88bdf18a8f747d6be9ac 100644
--- a/jupyter_notebook.ipynb
+++ b/jupyter_notebook.ipynb
@@ -359,7 +359,7 @@
    "metadata": {},
    "source": [
     "On souhaite réduire le coût d'utilisation de la pompe à chaleur en fixant le budget maximal à\n",
-    "une certaine proportion du coût minimal identifié lors de la première tâche. Pour diminuer les coût, on va\n",
+    "une certaine proportion du coût minimal identifié lors de la première tâche. Pour diminuer les coûts, on va\n",
     "permettre aux températures de sortir de la plage de confort définie plus haut. On va cependant alors\n",
     "comptabiliser la quantité d'inconfort éventuellement subi durant chaque intervalle de temps, qui sera\n",
     "proportionnel au dépassement de la température maximale admissible, ou au dépassement par le bas de la\n",
@@ -427,7 +427,7 @@
    "metadata": {},
    "source": [
     "En représentant le graphe de l'inconfort en fonction de la température à un intervalle donné, on se rend compte que la fonction, formée de trois droites, est convexe. Au lieu de s'embarquer dans des modélisations utilisant plusieurs variables binaires, il est opportun d'utiliser une méthode vue au cours : la technique de l'épigraphe. Une des droites est l'axe des abscisses, représentant un inconfort nul lorsqu'on se trouve dans la plage de températures confortables. Les deux autres droites (obliques) sont les suivantes :$\\\\$\n",
-    "$ f_{froid}(T)=-3T+3T_{min} $ $$\\\\$$\n",
+    "$ f_{froid}(T)=-3T+3T_{min} $ $\\\\$\n",
     "$ f_{chaud}(T)=T-T_{max} $\n",
     "\n",
     "\n"
@@ -738,7 +738,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": null,
    "id": "74690d74",
    "metadata": {},
    "outputs": [
@@ -785,7 +785,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": null,
    "id": "a1dba099",
    "metadata": {},
    "outputs": [