TB065

Trabajos Prácticos de la Materia Señales y Sistemas
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commit 3a5aaa6e834d6b21816cea194c10d741a13d38f7
parent f8227702965b77e4a0268113c17bb3c8fef2a2a5
Author: Martin J. Klöckner <mjkloeckner@gmail.com>
Date:   Thu, 12 Sep 2024 11:49:13 -0300

Copy changes made to `tpe_primera_parte.ipynb`
Diffstat:
Mprimera_parte/tpe_primera_parte_no_title.ipynb | 1020++++++++++++++++++++++++++++++++++++++++---------------------------------------
1 file changed, 515 insertions(+), 505 deletions(-)
diff --git a/primera_parte/tpe_primera_parte_no_title.ipynb b/primera_parte/tpe_primera_parte_no_title.ipynb
@@ -1,527 +1,536 @@
 {
- "cells": [
-  {
-   "cell_type": "markdown",
-   "id": "dbae172a-eb1c-4168-8151-9bb0f9e57cc2",
-   "metadata": {
-    "editable": true,
-    "id": "dbae172a-eb1c-4168-8151-9bb0f9e57cc2",
-    "tags": []
-   },
-   "source": [
-    "# Primera Parte: Dominio de Tiempo\n",
-    "\n",
-    "En esta primera parte del trabajo práctico se pide graficar dos señales de\n",
-    "audio en formato WAV en el dominio de tiempo; luego, para una de ellas\n",
-    "identificar diferentes notas musicales y calcular sus frecuencias fundamentales; finalmente,\n",
-    "para la señal de audio restante, identificar las diferencias entre instrumentos de\n",
-    "percusión e instrumentos armónicos.\n",
-    "\n",
-    "Para la realización de los gráficos se utiliza el lenguaje de programación\n",
-    "[python](https://www.python.org) junto con las librerías\n",
-    "[scipy](https://docs.scipy.org/doc/scipy/index.html),\n",
-    "[matplotlib](https://matplotlib.org/) y\n",
-    "[numpy](https://numpy.org/doc/stable/index.html).\n",
-    "\n",
-    "## Obtención y Muestra de Archivos\n",
-    "\n",
-    "Empezamos importando las librerías mencionadas previamente en un nuevo script\n",
-    "de python. Además, se importa el metodo [urlretrieve](https://docs.python.org/3/library/urllib.request.html#urllib.request.urlretrieve) del modulo [urllib.request](https://docs.python.org/3/library/urllib.request.html#module-urllib.request) para obtener localmente los archivos a analizar."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "id": "z9pM8YwT3577",
-   "metadata": {
-    "id": "z9pM8YwT3577"
-   },
-   "outputs": [],
-   "source": [
-    "import matplotlib.pyplot as plt\n",
-    "import numpy as np\n",
-    "\n",
-    "from scipy.io import wavfile\n",
-    "from urllib.request import urlretrieve as dl"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "tcTSkPmSwv1i",
-   "metadata": {
-    "id": "tcTSkPmSwv1i"
-   },
-   "source": [
-    "Para obtener los archivos a analizar, se define una variable para almacenar el nombre de los archivos y se descargan utilizanzo el método [urlretrieve](https://docs.python.org/3/library/urllib.request.html#urllib.request.urlretrieve) proporcionando las respectivas urls y el nombre final que se desea que tengan los archivos una vez descargados."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "id": "RKO3W0G-4jbb",
-   "metadata": {
-    "id": "RKO3W0G-4jbb"
-   },
-   "outputs": [],
-   "source": [
-    "file1_name = 'InASentimentalMood.wav'\n",
-    "file2_name = 'Zombie.wav'\n",
-    "\n",
-    "dl('https://github.com/mjkloeckner/TB065/raw/main/primera_parte/InASentimentalMood.wav', file1_name);\n",
-    "dl('https://github.com/mjkloeckner/TB065/raw/main/primera_parte/Zombie.wav', file2_name);"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "bd8671f2-4d85-4aec-beee-d01d25e42e4e",
-   "metadata": {
-    "id": "bd8671f2-4d85-4aec-beee-d01d25e42e4e"
-   },
-   "source": [
-    "Continuamos leyendo el contenido del primer archivo de nombre `InASentimentalMood.wav`,\n",
-    "para lo cual se utiliza el método [wavfile.read](https://docs.scipy.org/doc/scipy/reference/generated/scipy.io.wavfile.read.html#read) de la librería [scipy](https://docs.scipy.org/doc/scipy/index.html).\n",
-    "Esta función devuelve los datos y la tasa de muestreo del archivo en formato WAV\n",
-    "cuyo nombre recibe como argumento."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "id": "db46a059-a799-42d4-9eaa-afe1ad530c9f",
-   "metadata": {
-    "id": "db46a059-a799-42d4-9eaa-afe1ad530c9f"
-   },
-   "outputs": [],
-   "source": [
-    "file1_sample_rate, file1_data = wavfile.read(file1_name)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "LYFVBkxl1ddM",
-   "metadata": {
-    "id": "LYFVBkxl1ddM"
-   },
-   "source": [
-    "Para graficar los datos obtenidos resulta conveniente definir la función `graph_data`, la cual utiliza métodos de la libreria pyplot para generar los gráficos pedidos."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "id": "61I64cGZgutq",
-   "metadata": {
-    "id": "61I64cGZgutq"
-   },
-   "outputs": [],
-   "source": [
-    "def graph_data(x, y, title, figure_number=0, t=0, dt=0, a=0, da=0):\n",
-    "  figure, axis = plt.subplots(num=title, figsize=(12, 6))\n",
-    "  caption = 'Figura ' + str(figure_number) + ': ' + title\n",
-    "\n",
-    "  figure.text(.5, -0.02, caption, ha='center', fontsize=12)\n",
-    "  plt.plot(x, y, label='Señal de Audio')\n",
-    "  axis.set(xlabel='Tiempo [s]', ylabel='Amplitud')\n",
-    "  plt.grid(True)\n",
-    "  plt.legend()\n",
-    "  if t != 0:\n",
-    "    plt.xlim([t, t+dt])\n",
-    "\n",
-    "  if a != 0:\n",
-    "    axis.axvspan(a, a+da, color='skyblue', alpha=0.50)\n",
-    "\n",
-    "  plt.ylim([-1, 1])\n",
-    "  plt.show()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "1a234f91-aa8c-48c4-bd13-7878104842e3",
-   "metadata": {
-    "id": "1a234f91-aa8c-48c4-bd13-7878104842e3"
-   },
-   "source": [
-    "Para poder graficar los datos se necesita saber a qué tiempo corresponde cada valor de la\n",
-    "señal; para eso, se utiliza el método [arange](https://numpy.org/doc/stable/reference/generated/numpy.arange.html#numpy-arange)\n",
-    "de la libreria [numpy](https://numpy.org/doc/stable/index.html). Este método\n",
-    "devuelve un arreglo de números equidistantes del largo que recibe como parametro,\n",
-    "en este caso del largo de los datos leídos del archivo. Para convertirlo a segundos\n",
-    "se divide por la tasa de muestreo, la cual también se obtiene cuando se lee el archivo."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "id": "ee3fe588-5919-4e0f-8f6b-d2dbeba0af35",
-   "metadata": {
-    "id": "ee3fe588-5919-4e0f-8f6b-d2dbeba0af35"
-   },
-   "outputs": [],
-   "source": [
-    "time = np.arange(len(file1_data)) / file1_sample_rate"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "HgT4xx4pKlFb",
-   "metadata": {
-    "id": "HgT4xx4pKlFb"
-   },
-   "source": [
-    "Se define una variable para almacenar el titulo de la figura, esto para posteriormente pasarlo como argumento a la funcion `graph_data`"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "id": "hHn7vwU8KnQb",
-   "metadata": {
-    "id": "hHn7vwU8KnQb"
-   },
-   "outputs": [],
-   "source": [
-    "title = 'Gráfico de `' + str(file1_name) + '` en dominio de tiempo'"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "3GofoYbR1-F1",
-   "metadata": {
-    "id": "3GofoYbR1-F1"
-   },
-   "source": [
-    "Para normalizar la amplitud de la señal entre -1 y 1 se divide por el valor máximo que toma el tipo de dato que almacena la señal. Para obtener este valor máximo se utiliza el método [iinfo](https://numpy.org/doc/stable/reference/generated/numpy.iinfo.html#numpy-iinfo) de la librería [numpy](https://numpy.org/doc/stable/index.html)."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "id": "eBDxfNSV1_6V",
-   "metadata": {
-    "id": "eBDxfNSV1_6V"
-   },
-   "outputs": [],
-   "source": [
-    "data = file1_data / np.iinfo(file1_data.dtype).max"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "eff070fb-d011-4b87-8c14-f4fba48b4ce4",
-   "metadata": {
-    "id": "eff070fb-d011-4b87-8c14-f4fba48b4ce4"
-   },
-   "source": [
-    "Con todos los datos ya procesados, se invoca la función `graph_data` definida previamente."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "id": "3d95e5a6-4c46-4dc3-bf8e-1ba82af6eb1d",
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/",
-     "height": 586
+  "cells": [
+    {
+      "cell_type": "markdown",
+      "id": "dbae172a-eb1c-4168-8151-9bb0f9e57cc2",
+      "metadata": {
+        "editable": true,
+        "id": "dbae172a-eb1c-4168-8151-9bb0f9e57cc2",
+        "tags": []
+      },
+      "source": [
+        "# Primera Parte: Dominio de Tiempo\n",
+        "\n",
+        "En esta primera parte del trabajo práctico se pide graficar dos señales de\n",
+        "audio en formato WAV en el dominio de tiempo; luego, para una de ellas\n",
+        "identificar diferentes notas musicales y calcular sus frecuencias fundamentales; finalmente,\n",
+        "para la señal de audio restante, identificar las diferencias entre instrumentos de\n",
+        "percusión e instrumentos armónicos.\n",
+        "\n",
+        "Para la realización de los gráficos se utiliza el lenguaje de programación\n",
+        "[python](https://www.python.org) junto con las librerías\n",
+        "[scipy](https://docs.scipy.org/doc/scipy/index.html),\n",
+        "[matplotlib](https://matplotlib.org/) y\n",
+        "[numpy](https://numpy.org/doc/stable/index.html).\n",
+        "\n",
+        "## Obtención y Muestra de Archivos\n",
+        "\n",
+        "Empezamos importando las librerías mencionadas previamente en un nuevo script\n",
+        "de python. Además, se importa el metodo [urlretrieve](https://docs.python.org/3/library/urllib.request.html#urllib.request.urlretrieve) del modulo [urllib.request](https://docs.python.org/3/library/urllib.request.html#module-urllib.request) para obtener localmente los archivos a analizar."
+      ]
     },
-    "id": "3d95e5a6-4c46-4dc3-bf8e-1ba82af6eb1d",
-    "outputId": "78f7943d-6a3f-44d7-8548-e583659983f3"
-   },
-   "outputs": [
     {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 1200x600 with 1 Axes>"
+      "cell_type": "code",
+      "execution_count": 1,
+      "id": "z9pM8YwT3577",
+      "metadata": {
+        "id": "z9pM8YwT3577"
+      },
+      "outputs": [],
+      "source": [
+        "import matplotlib.pyplot as plt\n",
+        "import numpy as np\n",
+        "\n",
+        "from scipy.io import wavfile\n",
+        "from urllib.request import urlretrieve as dl"
       ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "graph_data(time, data, title, 1);"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "f424d686-a217-4edd-98d4-d066b44d9788",
-   "metadata": {
-    "id": "f424d686-a217-4edd-98d4-d066b44d9788"
-   },
-   "source": [
-    "Para el segundo archivo, se repite exactamente el mismo procedimiento que el realizado para el primero, solo cambia el nombre del archivo del que se obtienen los datos; en este caso siendo `Zombie.wav`."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 9,
-   "id": "94dd2cf5-ff36-45ec-9593-80ecec73c414",
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/",
-     "height": 586
     },
-    "id": "94dd2cf5-ff36-45ec-9593-80ecec73c414",
-    "outputId": "f4dd8b57-8445-464f-acdd-a8a20b8a1a52"
-   },
-   "outputs": [
     {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 1200x600 with 1 Axes>"
+      "cell_type": "markdown",
+      "id": "tcTSkPmSwv1i",
+      "metadata": {
+        "id": "tcTSkPmSwv1i"
+      },
+      "source": [
+        "Para obtener los archivos a analizar, se define una variable para almacenar el nombre de los archivos y se descargan utilizanzo el método [urlretrieve](https://docs.python.org/3/library/urllib.request.html#urllib.request.urlretrieve) proporcionando las respectivas urls y el nombre final que se desea que tengan los archivos una vez descargados."
       ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "file2_sample_rate, file2_data = wavfile.read(file2_name)\n",
-    "data = file2_data / np.iinfo(file2_data.dtype).max\n",
-    "time = np.arange(len(file2_data)) / file2_sample_rate\n",
-    "title = 'Gráfico de `' + str(file2_name) + '` en dominio de tiempo'\n",
-    "\n",
-    "graph_data(time, data, title, 2);"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "024e9cb4-6217-4c16-bd70-f9af391e13b5",
-   "metadata": {
-    "id": "024e9cb4-6217-4c16-bd70-f9af391e13b5"
-   },
-   "source": [
-    "## Identificación de Notas Musicales\n",
-    "\n",
-    "Para identificar las diferentes notas musicales del primer archivo (`InASentimentalMood.wav`),\n",
-    "analizamos visualmente el gráfico, reduciendo la escala de tiempo a un pequeño intervalo en zonas\n",
-    "específicas de la figura, como se muestra en la Figura 3 a continuación, en la cual se toma\n",
-    "el intervalo de tiempo `[1.13, 1.30]`."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 10,
-   "id": "00ee7caa-47c8-43bc-8d56-2e5cf1fac363",
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/",
-     "height": 586
     },
-    "id": "00ee7caa-47c8-43bc-8d56-2e5cf1fac363",
-    "outputId": "383e3c23-a5cf-4f86-9d05-da11b92ac515"
-   },
-   "outputs": [
     {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 1200x600 with 1 Axes>"
+      "cell_type": "code",
+      "execution_count": 2,
+      "id": "RKO3W0G-4jbb",
+      "metadata": {
+        "id": "RKO3W0G-4jbb"
+      },
+      "outputs": [],
+      "source": [
+        "file1_name = 'InASentimentalMood.wav'\n",
+        "file2_name = 'Zombie.wav'\n",
+        "\n",
+        "dl('https://github.com/mjkloeckner/TB065/raw/main/primera_parte/InASentimentalMood.wav', file1_name);\n",
+        "dl('https://github.com/mjkloeckner/TB065/raw/main/primera_parte/Zombie.wav', file2_name);"
       ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "time = np.arange(len(file1_data)) / file1_sample_rate\n",
-    "data = file1_data / np.iinfo(file1_data.dtype).max\n",
-    "title = 'Gráfico de `' + str(file1_name) + '` en dominio de tiempo (piano)'\n",
-    "graph_data(time, data, title, 3, 1.13, 0.17);"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "F8jmzzKSPacb",
-   "metadata": {
-    "id": "F8jmzzKSPacb"
-   },
-   "source": [
-    "Dicho intervalo de tiempo corresponde a la primera nota que puede escucharse en el archivo, producida por un piano, instrumento armónico. Si ampliamos el intervalo aún más, podremos distinguir la duración aproximada de un período (Figura 4)."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 11,
-   "id": "yudC1ja8nIS9",
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/",
-     "height": 586
     },
-    "id": "yudC1ja8nIS9",
-    "outputId": "3c89c72b-7dd5-4d3e-dd25-9879ff6dfde5"
-   },
-   "outputs": [
     {
-     "data": {
-      "image/png": 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xcXE4f/48XnvtNSW9SZMmiIuLw59//gkAOHXqFA4ePIjXX3+9uIpK2Zg0aRKcnZ3Rq1cvnWVPnz7Fr7/+iuDgYK304OBgHDp0qKiKSLmQXXvqk5iYCOD5VUb04jGkPSMiItC2bVu0bNmyCEtGeZVTm27duhX16tVDx44d4eLigtq1a2PRokVFXEoyVE7tyTFRyZKcnAwPDw+UL18e7dq1w8mTJ5VlHBOVPNm1pz4cE734DGnT/I6LTPJbSNIvMTER5cqVQ0pKCoyNjREdHY1WrVopy0eNGoXExET4+PjA2NgY6enpmDp1Krp06VKMpSZ9fv75ZyxevBjx8fF6l//3339IT0+Hq6urVrqrqytu3rxZBCWk3MipPTMTEQwdOhRNmjRBjRo1CrdwlGuGtOeaNWtw4sQJHDt2rOgKRnlmSJtevHgR8+bNw9ChQ/HJJ5/g6NGjGDhwIMzNzdGjR4+iKyzlyJD25Jio5PDx8cGyZcvg7++PBw8eYPbs2WjcuDFOnTqFKlWqcExUwuTUnplxTPTiM6RNC2JcxCBCIbGxsUF8fDySk5MRFxeHoUOHwtvbG82aNQPw/H6xFStWYNWqVfDz80N8fDwGDx4Md3d3hIaGFm/hSZGUlIRu3bph0aJFcHJyyjavSqXSei0iOmlUvHLTnhr9+/fHb7/9hoMHDxZy6Si3DGnPa9euYdCgQdi9e7fe+wHpxWJoH3327Bnq1auHadOmAQBq166Ns2fPYt68eQwivEAMbU+OiUqOhg0bomHDhsrrxo0bo06dOvj666/x1VdfKekcE5UMhranBsdEL76c2rSgxkUMIhQSIyMjVK5cGQAQEBCAc+fOITIyUgkijBgxAh9//DE6d+4MAPD398eVK1cQGRnJD8wXyN9//43Lly+jffv2SprmadEmJiY4f/48KlSoAGNjY50I++3bt3Ui8VS8DGnPSpUqKcsGDBiArVu34scff0T58uWLvLyUPUPa8/Tp07h9+zbq1q2r5ElPT8ePP/6IOXPmKFeL0YvB0D5atmxZVK9eXWtdX19fbNiwoUjLS9kztD05Jiq5jIyMUL9+ffz1118AACcnJ46JSrDM7ZkRx0QlU+Y2/fXXXwtkXMQgQhEREaSkpCivHz16BCMj7UdSGBsbczqjF4yPjw9Onz6tlTZ27FgkJSVh9uzZqFChAszMzFC3bl3Exsbi7bffVvLFxsbizTffLOoiUzYMaU/geX8dMGAANm3ahP3798PLy6s4iks5MKQ9XVxcdPKEh4fDx8cHo0aNYgDhBWNoH23cuLHOFGN//vknPDw8iqyslDND25NjopJLRBAfHw9/f38A4JiohMvcnpo0jolKrsxtGhQUVCDjopc+iJCcnIwLFy4ory9duoT4+Hg4ODigYsWKGD16NP755x/ExMQoeTT39SUnJ+POnTuIj4+HmZmZ8qtIZGQk6tWrh0qVKuHp06fYsWMHYmJiMG/ePGUb7du3x9SpU1GxYkX4+fnh5MmTmDlzJnr27Fk0FS+lCro91Wq1zj1fminEMqYPHToU3bt3R7169RAYGIiFCxfi6tWr6NOnT+FV9iVQXO0ZERGBVatWYcuWLbCxsVF+UbGzs4OFhUUh1bb0K472NDMz08ljZWUFR0dH3s9ZAIqrjw4ZMgSNGjXCtGnT0KlTJxw9ehQLFy7EwoULC6+yL4Hiak+OiQpHYYxxJ06ciIYNG6JKlSp48OABvvrqK8THx2Pu3LnKNjgmKhzF1Z4cExWe4mhTGxubghkX5Wouh1Jo3759AkDnLzQ0VEREQkNDpWnTplrr6Mvv4eGhLB8zZoxUrlxZ1Gq12NvbS2BgoKxZs0ZrGw8ePJBBgwZJxYoVRa1Wi7e3t4wZM0ZSUlIKucalW2G0Z2ZZTSE3d+5c8fDwEDMzM6lTpw6nvikAxdWe+rYBQJYuXVqg9XvZFGf/zIhTPBac4mzT77//XmrUqCHm5ubi4+MjCxcuLLiKvaSKqz05JiochdGegwcPlooVK4qZmZk4OztLcHCwHDp0SGffHBMVvOJqT46JCk9x9tGM8jIuUv1/YYiIiIiIiIiIsmWUcxYiIiIiIiIiIgYRiIiIiIiIiMhADCIQERERERERkUEYRCAiIiIiIiIigzCIQEREREREREQGYRCBiIiIiIiIiAzCIAIRERERERERGYRBBCIiIiIiIiIyCIMIREREpGXChAkICAgo7mLkmaenJ1QqFVQqFRISEnLMf/nyZSV/Sa43ERFRUWAQgYiI6CWi+bKc1V9YWBiGDx+OuLi44i5qvkyaNAk3btyAnZ1djnkrVKiAGzduYNiwYUVQMiIiopLNpLgLQEREREXnxo0byv9r167FuHHjcP78eSXNwsIC1tbWsLa2Lo7iFRgbGxu4ubkZlNfY2Bhubm4lvs5ERERFgVciEBERvUTc3NyUPzs7O6hUKp00fbczLF26FL6+vlCr1fDx8UF0dLSyTHM7wLp16/Dqq6/CwsIC9evXx59//oljx46hXr16sLa2RkhICO7cuaOsFxYWhrfeegsTJ06Ei4sLbG1t0bt3bzx9+lTJk5KSgoEDB8LFxQVqtRpNmjTBsWPHcl3vK1euoH379rC3t4eVlRX8/PywY8eO3B9AIiKilxyvRCAiIqJsLVq0COPHj8ecOXNQu3ZtnDx5Eh9++CGsrKwQGhqq5Bs/fjy+/PJLVKxYET179kSXLl1ga2uL2bNnw9LSEp06dcK4ceMwb948ZZ24uDio1Wrs27cPly9fRnh4OJycnDB16lQAwMiRI7FhwwYsX74cHh4eiIqKQuvWrXHhwgU4ODgYXIeIiAg8ffoUP/74I6ysrPD777/zygMiIqI8YBCBiIiIsjV58mR88cUX6NChAwDAy8sLv//+OxYsWKAVRBg+fDhat24NABg0aBC6dOmCuLg4NG7cGADQq1cvLFu2TGvbZmZmWLJkCSwtLeHn54dJkyZhxIgRmDx5Mh4/fox58+Zh2bJlaNOmDYDnAY3Y2FgsXrwYI0aMMLgOV69exTvvvAN/f38AgLe3d56PBxER0cuMQQQiIiLK0p07d3Dt2jX06tULH374oZKelpam89DCmjVrKv+7uroCgPKlXZN2+/ZtrXVq1aoFS0tL5XVgYCCSk5Nx7do1JCYmIjU1VQlCAICpqSkaNGiAc+fO5aoeAwcORN++fbF79260bNkS77zzjlZ5iYiIyDB8JgIRERFl6dmzZwCeXwEQHx+v/J05cwZHjhzRymtqaqr8r1Kp9KZptpcTlUoFEdHaloaI6KTl5IMPPsDFixfRvXt3nD59GvXq1cPXX3+dq20QERERgwhERESUDVdXV5QrVw4XL15E5cqVtf68vLzyvf1Tp07h8ePHyusjR47A2toa5cuXR+XKlWFmZoaDBw8qy1NTU3H8+HH4+vrmel8VKlRAnz59sHHjRgwbNgyLFi3Kd/mJiIheNrydgYiIiLI1YcIEDBw4ELa2tmjTpg1SUlJw/Phx3L9/H0OHDs3Xtp8+fYpevXph7NixuHLlCsaPH4/+/fvDyMgIVlZW6Nu3L0aMGAEHBwdUrFgRUVFRePToEXr16pWr/QwePBht2rRB1apVcf/+fezduzdPgQgiIqKXHYMIRERElK0PPvgAlpaWmD59OkaOHAkrKyv4+/tj8ODB+d52UFAQqlSpgtdeew0pKSno3LkzJkyYoCz/7LPP8OzZM3Tv3h1JSUmoV68edu3aBXt7+1ztJz09HREREbh+/TpsbW0REhKCWbNm5bv8RERELxuVaG44JCIiIipCYWFhSEhIwObNmwt0u56enhg8eHCugxwTJkzA5s2bER8fX6DlISIiKk34TAQiIiIqdUaNGgVra2skJibmmPfq1auwtrbGtGnTiqBkREREJRtvZyAiIqJS5cCBA0hNTQUA2NjY5Jjf3d1dufrA3Ny8MItGRERU4vF2BiIiIiIiIiIyCG9nICIiIiIiIiKDMIhARERERERERAZhEIGIiIiIiIiIDMIgAhEREREREREZhEEEIiIiIiIiIjIIgwhEREREREREZBAGEYiIiIiIiIjIIAwiEBEREREREZFBGEQgIiIiIiIiIoMwiEBEREREREREBmEQgYiIiIiIiIgMwiACERERERERERmEQQQiIiIiIiIiMgiDCERERERERERkEAYRiIiIiIiIiMggDCIQERERERERkUEYRCAiIiIiIiIigzCIQEREREREREQGYRCBiIiIiIiIiAzCIAIRERERERERGYRBBCIqdXr06IEqVargzp07xV2UYnfx4kW4urpi8uTJxV0UopfC3LlzYWNjg3PnzhV3UYiIiAoFgwhE+bBs2TKoVCq9f8OHD8fly5ehUqmwbNmy4i5qgbh16xYcHR2hUqnw3Xff5Xt7v/32G3r16oVKlSrBwsICFhYWqFKlCnr37o3jx4/naZsLFizArl27sGvXLjg7O+ssX7t2Lfz8/GBhYQGVSoX4+HhMmDABKpUqv9UpEJr31OXLlwtke97e3ti2bRumT5+OPXv26M3j6emJdu3a5XtfQ4cOhUqlynZb165dQ79+/VC1alVYWFjAwcEB/v7++PDDD3Ht2rV8lyE70dHRevtiSemnhw4dwoQJE5CQkJDnbeh7rzdr1gwqlQre3t4QEZ11fvzxR+W8VhzHaP/+/VCpVNi/f3+R7zsvIiIi0LdvX7z77rt4+PBhcRfHIMXZB/K7b09PT4SFhRVomYpiPyX9fFQQEhIS4OTkhDVr1uRp/aJqe0PExcXB2toa//zzT3EXhahImBR3AYhKg6VLl8LHx0crzd3dHa6urjh8+DAqVapUTCUrWBEREVCr1QWyrQULFqB///6oVq0aBg0aBD8/P6hUKpw7dw6rV69G/fr1ceHChVwdu5MnT2Ls2LHYuXMnvL29dZbfuXMH3bt3R0hICKKjo2Fubo6qVavigw8+QEhISIHU60VUv359rFq1Cj169MCxY8dQrly5At9HamoqVqxYAQDYuXMn/vnnH539XL9+HXXq1EGZMmUwbNgwVKtWDYmJifj999+xbt06XLx4ERUqVCjwsmlER0fDyclJZ9BZtmzZEtFPDx06hIkTJyIsLAxlypQp0G3b2Njg0qVL2Lt3L4KCgrSWLVmyBLa2tnjw4EGB7rM0+/zzz3Ht2jV89NFHWLlyZXEX54WW3/63adMm2NraFnCpCl9JPx8VhIkTJ8Ld3R3vvfdentZ/kdo+KCgIDRo0wCeffILly5cXd3GICh2DCEQFoEaNGqhXr57eZQ0bNizi0jz36NEjWFpaFtj2NmzYgF27dmHu3LkIDQ3N17Z+/vln9OvXD23btsV3330HMzMzZVmLFi0QERGB9evXw8LCItvtZK5j7dq1s72F4c8//0Rqaiq6deuGpk2bKumWlpYoX758Pmr04mvXrh3+/fffQtv+li1bcOfOHbRt2xbbt2/H8uXL8cknn2jlWbRoEf777z8cPXoUXl5eSvpbb72FTz75BM+ePSu08mXH3Ny82Prpi6JixYqwsbHBkiVLtIIISUlJWL9+Pd5//30sWrSoGEtYsqhUKqxevbq4i1Ei5Lf/1a5duwBLU/xelvPRvXv3sGDBAsyaNSvPVwK+aG0fERGB9957D1OmTCnUgDjRi4C3MxAVoqwuS9yyZQtq1qwJc3NzeHt7Y/bs2TqXGWd3SaNKpcKECROU15p1T5w4gXfffRf29vbKrxjHjx9H586d4enpCQsLC3h6eqJLly64cuWKwfW4d+8eIiIiMHXqVFSsWDFXx0CfadOmwdjYGAsWLNAKIGTUsWNHuLu7K6/DwsJgbW2N06dPIzg4GDY2NsqXndjYWLz55psoX7481Go1KleujN69e+O///7TWr9JkyYAgPfeew8qlQrNmjUDoP8SbwBYtWoVAgMDYW1tDWtrawQEBGDx4sVaeZYsWYJatWpBrVbDwcEBb7/9tsH3Qh85cgSNGzeGWq2Gu7s7Ro8ejdTUVL15165di8DAQFhZWcHa2hqtW7fGyZMnDdpPbmneezNmzMDMmTPh5eUFa2trBAYG4siRI3rXWbx4MczMzLB06VJUqFABS5cu1bk0/u7duzAyMoKLi4vebRgZaX8kHT9+HG+88QYcHBygVqtRu3ZtrFu3TiuP5vaPffv2oW/fvnBycoKjoyM6dOigFTTx9PTE2bNnceDAAeXSfE9PT636ZuxrmvfEb7/9ho4dO8LOzg4ODg4YOnQo0tLScP78eYSEhMDGxgaenp6IiorSqc+DBw8wfPhweHl5wczMDOXKlcPgwYN1LnFXqVTo378/vv32W/j6+sLS0hK1atXCtm3btMozYsQIAICXl5dSB80l/mvXrkVwcDDKli0LCwsL+Pr64uOPP87V5fQ9e/bExo0btW6X0Fxm3LlzZ73rHDx4EEFBQbCxsYGlpSUaNWqE7du36+Q7c+YM3nzzTdjb20OtViMgIEDvr3V//PEHQkJCYGlpCScnJ/Tp0wdJSUk5lv3s2bNQqVRYv369kvbrr79CpVLBz89PK+8bb7yBunXrKq8NOXZffvklVCoVLly4oLPvUaNGwczMTOt8kxdPnz7FlClT4OPjA3Nzczg7OyM8PFwnMKq5/Wjnzp2oU6cOLCws4OPjgyVLlhi0n3///RedOnWCjY0N7Ozs8N577+HmzZt6827duhWBgYGwtLSEjY0NWrVqhcOHD2vlyW9fya7/nT17Fl26dIGdnR1cXV3Rs2dPJCYm6hyPzL/mX716Fd26dYOLiwvMzc3h6+uLL774wqBAZWpqKkaOHAk3NzdYWlqiSZMmOHr0qN68N2/eRO/evVG+fHmYmZnBy8sLEydORFpaWrb7yO35CAD++usvdO3aVatOc+fO1cqjufVn1apVGDVqFMqWLQtra2u0b98et27dQlJSEj766CM4OTnByckJ4eHhSE5O1tqG5ny0YMECVK1aFebm5qhevbreWw4M7df6LFu2DGlpaTpXIWg+68+ePYugoCBYWVnB2dkZ/fv3x6NHj3SOY8a2f/LkCYYNG4aAgADlfRgYGIgtW7bo7N+Q866Goee59u3bw9ramgFXejkIEeXZ0qVLBYAcOXJEUlNTtf5ERC5duiQAZOnSpco6P/zwgxgZGUmzZs1k06ZNsn79ennllVfE09NTMnZJfetqAJDx48crr8ePHy8AxMPDQ0aNGiWxsbGyefNmERFZv369jBs3TjZt2iQHDhyQNWvWSNOmTcXZ2Vnu3LljUD3ff/99adiwoaSnp8u+ffsEgKxfv15vuZo2bZrtttLS0sTCwkICAwMN2rdGaGiomJqaiqenp0RGRkpcXJzs2rVLRETmzJkjkydPlk2bNsn+/ftl+fLlUrNmTalWrZo8ffpUREQuXLggc+fOFQAybdo0OXz4sJw9e1ZE/nf8Mvr0008FgHTo0EHWr18vu3fvlpkzZ8qnn36q5Jk2bZoAkC5dusj27dslJiZGvL29xc7OTv78889s63P27FmxtLSU6tWry+rVq2XLli3SunVrqVixogCQS5cuKXmnTp0qKpVKevbsKdu2bZONGzdKYGCgWFlZKXXIDw8PD2nbtq3yWvPe8/T0lJCQENm8ebNs3rxZ/P39xd7eXhISErTWv3btmhgZGUnHjh1FRGTs2LECQPbv36+Vb8WKFQJAgoODZefOnZKYmJhlmfbu3StmZmby6quvytq1a2Xnzp0SFham0yc0fdDb21sGDBggu3btkm+++Ubs7e2lefPmSr4TJ06It7e31K5dWw4fPiyHDx+WEydOaNU343Y174lq1arJ5MmTJTY2VkaOHCkApH///uLj4yNfffWVxMbGSnh4uACQDRs2KOs/fPhQAgICxMnJSWbOnCl79uyR2bNni52dnbRo0UKePXum5NUc6wYNGsi6detkx44d0qxZMzExMZG///5bOcYDBgwQALJx40alDppjOHnyZJk1a5Zs375d9u/fL/PnzxcvLy+tY5CxXhk1bdpU/Pz85MGDB2JlZSXR0dHKsldeeUV69Oghx44d0zlG+/fvF1NTU6lbt66sXbtWNm/eLMHBwaJSqWTNmjVKvj/++ENsbGykUqVKEhMTI9u3b5cuXboIAPn888+VfDdv3hQXFxcpV66cLF26VHbs2CHvv/++0if27duX5ftFRKRs2bLy0UcfKa8/++wzsbCwEADyzz//iIhIamqq2NraysiRI5V8hhy7O3fuiJmZmYwZM0Zrn2lpaeLu7i4dOnTItmw5SU9Pl5CQELGyspKJEydKbGysfPPNN1KuXDmpXr26PHr0SMnr4eEh5cuXl+rVq0tMTIzs2rVLOnbsKADkwIED2e7n0aNH4uvrK3Z2dvL111/Lrl27ZODAgcoxzti+K1euVPrr5s2bZe3atVK3bl0xMzOTn376ScmX376SU/8bN26cxMbGysyZM8Xc3FzCw8O16uTh4SGhoaHK69u3b0u5cuXE2dlZ5s+fLzt37pT+/fsLAOnbt2+ObREaGioqlUpGjBihnPfLlSsntra2Wvu5ceOGVKhQQTw8PGTBggWyZ88emTx5spibm0tYWFi2+8jt+ejs2bNiZ2cn/v7+EhMTI7t375Zhw4aJkZGRTJgwQcmn+Xz28PCQsLAw2blzp8yfP1+sra2lefPm0qpVKxk+fLjs3r1bPv/8czE2NpYBAwZolQ2AVKhQQfls2rp1q4SEhOh87hvar7PSokULadCggd7jb2ZmJhUrVpSpU6fK7t27ZcKECWJiYiLt2rXTypu57RMSEiQsLEy+/fZb2bt3r+zcuVOGDx8uRkZGsnz5cp165nTeFTH8PKfRpk0bqVOnTo71JyrpGEQgygfNFxh9f6mpqXoHA/Xr15cKFSpISkqKkpaUlCSOjo75DiKMGzcuxzKnpaVJcnKyWFlZyezZs3PMv23bNjE1NZXTp0+LiGQbRDA2NpYWLVpku72bN28KAOncubPesmUMxGT8ohUaGioAZMmSJTmWWUTk6tWrAkC2bNmipGVV9sxfrC5evCjGxsby/vvvZ7n9+/fvi4WFhbz++us6+zU3N5euXbtmW7733ntPLCws5ObNm0paWlqa+Pj4aAURrl69KiYmJjoDvaSkJHFzc5NOnTplux9DZBVE8Pf3l7S0NCX96NGjAkBWr16ttf6kSZMEgOzcuVNEnh8/lUol3bt318r37Nkz6d27txgZGQkAUalU4uvrK0OGDNEKmoiI+Pj4SO3atZWAnEa7du2kbNmykp6eLiL/64P9+vXTyhcVFSUA5MaNG0qan5+f3iBXdl9ivvjiC628AQEByhd5jdTUVHF2dtb6IhkZGSlGRkZy7NgxrfW/++47ASA7duxQ0gCIq6urPHjwQEm7efOmGBkZSWRkpJI2ffp0nQCTPs+ePZPU1FQ5cOCAAJBTp07p1CsjTRBB5Hk/q1evnog8/+KiCQbpCyI0bNhQXFxcJCkpSUlLS0uTGjVqSPny5ZX+27lzZzE3N5erV69q7bdNmzZiaWmpBKVGjRolKpVK4uPjtfK1atXKoCBCt27dxNvbW3ndsmVL+fDDD8Xe3l75AvHzzz8LANm9e3euj12HDh2kfPnyyntPRGTHjh0CQL7//vtsy5aT1atX63y5FhHluGcM7Hh4eIharZYrV64oaY8fPxYHBwfp3bt3tvuZN2+eznlRROTDDz/Uat/09HRxd3cXf39/rfomJSWJi4uLNGrUSEnLb1/Jrv9FRUVpbbNfv36iVqu1Phsyf5H8+OOPBYD88ssvWuv27dtXVCqVnD9/Psvjc+7cOQEgQ4YM0UrXBFQy7qd3795ibW2t1Q4iIjNmzBAAOQZ4c3M+at26tZQvX14n8Nq/f39Rq9Vy7949EfnfZ1z79u218g0ePFgAyMCBA7XS33rrLXFwcNBKA5DlZ1PlypWVNEP7dVYsLS2lT58+Oumaz/rM45OpU6cKADl48KCSlrntM9OMKXr16iW1a9fWqach511Dz3MaY8aMESMjI0lOTs62/kQlHW9nICoAMTExOHbsmNafiYnuI0cePnyI48eP46233tK6jF9zuWF+vfPOOzppycnJGDVqFCpXrgwTExOYmJjA2toaDx8+zPGy+8TERPTu3RujRo1CjRo1ctx/Wloa4uLi8lz+unXrwtTUVPn74osvdPLoq+O9e/cwdOhQ+Pj4wNbWFmq1GlWqVAGAPE2zFhsbi/T0dERERGSZ5/Dhw3j8+LHOZbQVKlRAixYtcjwO+/btQ1BQEFxdXZU0Y2NjnUs7d+3ahbS0NPTo0QNpaWnKn1qtRtOmTQv1ifVt27aFsbGx8rpmzZoAoHUrjIgotzC0atUKwPPL7Zs1a4YNGzZoPYxPpVJh/vz5uHjxIqKjoxEeHo7U1FTMmjULfn5+OHDgAADgwoUL+OOPP/D+++8DgFa9X3/9ddy4cQPnz5/XKusbb7yh9VpfWfMi80wTvr6+UKlUaNOmjZJmYmKCypUra+1r27ZtqFGjBgICArTK37p1a70zDTRv3hw2NjbKa1dXV7i4uBhc/osXL6Jr165wc3ODsbExTE1Nled+5KYP9OzZE8ePH8fp06exePFiVKpUCa+99ppOvocPH+KXX37Bu+++C2trayXd2NgY3bt3x/Xr15U20jysMfM9wmFhYXj06JFyefy+ffvg5+eHWrVqaeXr2rWrQWUPCgrCxYsXcenSJTx58gQHDx5ESEgImjdvjtjYWADAnj17YG5urtzaBBh+7MLDw3H9+nWtWU6WLl0KNzc3rfdDXmzbtg1lypRB+/bttd4vAQEBcHNz03m/BAQEaN1aplarUbVq1RzfL/v27YONjY1Of8l8jM+fP49///0X3bt317rNyNraGu+88w6OHDmic2l5XvtKdvT16ydPnuD27dtZrrN3715Ur14dDRo00EoPCwuDiGDv3r1Zrrtv3z4AUM49Gp06ddL5TN+2bRuaN28Od3d3rTbT1FdzPsuvJ0+eIC4uDm+//TYsLS11zodPnjzRuc1MX1sAz8/pmdPv3bunc0tDVp9NFy5cwPXr1wEY3q/1SUhIwKNHj7K8tQ3QbQPNe1TTRllZv349GjduDGtra5iYmMDU1BSLFy/Wex7M6bybm/OchouLC549e5blLUJEpQUfrEhUAHx9fbN8sGJG9+/fh4hofThr6EvLrbJly+qkde3aFXFxcfj0009Rv3592NraQqVS4fXXX8fjx4+z3d6YMWNgamqK/v37K/dJawYbjx49QkJCAuzs7HL1UCQnJydYWFjoHUSuWrUKjx49wo0bN3QGj8DzByBmfhKziCA4OBj//PMPpkyZgpo1a8La2hrp6enw9/fPsY76aO5Bzu5hi3fv3gWg/5i7u7srX1qyW9/NzU0nPXParVu3ADyfYUGfzM8RKEiOjo5ar83NzQFA65ju3bsXly5dwtChQ7UCBp06dcK+ffuwevVq9O7dW2s7Hh4e6Nu3r/J63bp16NKlC0aMGIGjR48qdR4+fDiGDx+ut2yZ7z83pKx54eDgoPXazMwMlpaWOrOUmJmZadX/1q1buHDhAkxNTfVuN6fyA8/rYEj5k5OT8eqrr0KtVmPKlCmoWrUqLC0tce3aNXTo0CFXx+C1115DlSpVsGDBAqxbtw6DBw/W278157Ks3v/A//rI3bt3Dc6X8YGbGvr6iT4tW7YE8DxQ4OXlhdTUVLRo0QK3bt3C5MmTlWWNGzdWHtqam2PXpk0blC1bFkuXLkVwcDDu37+PrVu3YtCgQVrBtry4desWEhISsnxGTEG9X+7evav3sybzMc7p/Pbs2TPcv39f68G2ee0r2clLv757967yfIHM5dYsz25dQPd4mJiY6JTl1q1b+P777w3u43l19+5dpKWl4euvv8bXX39t0L70tUV26U+ePNH6kpzdZ9Pdu3dRvnx5g/u1Ppr2y2q2J33HO+P+s7Jx40Z06tQJHTt2xIgRI+Dm5gYTExPMmzdP7zNDcupHuTnPaWjqlN/PHqIXHYMIREXI3t4eKpVK+ZKUUeaoteaDKCUlRSs9uw/QzIP9xMREbNu2DePHj8fHH3+spKekpODevXs5lvfMmTO4fPmy3gGFZoaG+/fv52q6OWNjY7Ro0QK7d+/GjRs3tD6cq1evDuD5g6X00fdl5syZM/j1118RExOD7t27K+l//vmnwWXKzNnZGcDzKQmzesKyZvBx48YNnWX//vsvnJycst2Ho6Oj3l8qMqdptvPdd9/Bw8Mj58IXMc2DJmfOnImZM2fqXZ45iJBZp06dEBkZiTNnzgD4X51Hjx6NDh066F2nWrVq+Sl2odMEy7J62F1O74/c2Lt3L/7991/s379fa9aRjA9IzI3w8HCMHTsWKpUqy5lY7O3tYWRklOX7H/hfHR0dHQ3OZ0ifyEr58uVRtWpV7NmzB56enqhXrx7KlCmDoKAg9OvXD7/88guOHDmCiRMnKuvk5thpfn386quvkJCQgFWrViElJQXh4eEGlS87mgeC7ty5U+/yjL+W5oejo6PehwRmPsY5nd+MjIxgb29fIGUqaIa+37JaF3h+PDJOUZuWlqbz2evk5ISaNWti6tSpereV8cHA+WFvb6+897K6Ok5f8C0/suuHmmNUEMc5q3GI5nhn/JKfef/6rFixAl5eXli7dq3WeCHzOMpQuTnPaWjqVJDneKIXEYMIREXIysoK9erVw+bNmzFjxgzlV4Dk5GSdJwK7urpCrVbjt99+00rX95ThrKhUKoiI8uuNxjfffIP09PQc1//yyy91BtPx8fEYMmQIJkyYgKZNm2r9emGo0aNH44cffkCfPn3w3XffZflLjiHk/2cAyPxL4Pz58/O8zeDgYBgbG2PevHkIDAzUmycwMBAWFhZYsWIFOnbsqKRfv34de/fuxbvvvpvtPpo3b46tW7fi1q1byi+D6enpWLt2rVa+1q1bw8TEBH///bfeWzmK0/3797Fp0yY0btwYU6ZM0Vn+zTffYOXKlThz5gxq1KihEzTSSE5OxrVr15RBd7Vq1VClShWcOnUK06ZNK7DyGvrLfkFo164dpk2bBkdHxwIb4Gf1K6xmsJy5ny9YsCBP+wkNDcUvv/wCX19frS9SGVlZWeGVV17Bxo0bMWPGDOWX/WfPnmHFihXKF3rg+aXRmzZtwr///qv1xSomJgaWlpbKdHbNmzdHVFQUTp06pXVLw6pVqwwue8uWLbFu3TpUqFBBuXS7atWqqFixIsaNG4fU1FTligUg98cuPDwcUVFRWL16NZYtW4bAwED4+PgYXL6stGvXDmvWrEF6ejpeeeWVfG8vK82bN8e6deuwdetWrau9Mh/jatWqoVy5cli1ahWGDx+uHKeHDx9iw4YNyowNL6KgoCBERkbixIkTqFOnjpIeExMDlUqF5s2bZ7muZsaelStXas3gsW7dOp0ZF9q1a4cdO3agUqVKeQqoGHo+srS0RPPmzXHy5EnUrFkzy6tVClJcXJzez6ZKlSopV+gZ2q/1MTMzg7e3N/7+++8s86xcuRIDBw5UXmveo5o20kelUsHMzEwrgHDz5s1cjZsyys15TuPixYtwdHQskKtLiV5kDCIQFbFJkyahbdu2aN26NQYNGoT09HRMnz4d1tbWWlF5lUqFbt26YcmSJahUqRJq1aqFo0eP5mpAbWtri9deew3Tp0+Hk5MTPD09ceDAASxevNigqwcCAgKyXObn56fzYW5iYoKmTZvm+DyAxo0bY+7cuRgwYADq1KmDjz76CH5+fkrEf8OGDUr5c+Lr6wtvb2+MHj0aIgJHR0ds3bpV677l3PL09MQnn3yCyZMn4/Hjx8oUY7///jv+++8/TJw4EWXKlMGnn36KTz75BD169ECXLl1w9+5dTJw4EWq1GuPHj892H2PHjsXWrVvRokULjBs3DpaWlpg7d67OlHyenp6YNGkSxowZg4sXLyIkJAT29va4desWjh49CisrK61fVovSypUr8eTJEwwcOFDvwM7R0RErV67E4sWLMWvWLEydOhU///wz3nvvPQQEBMDCwgKXLl3CnDlzcPfuXUyfPl1Zd8GCBWjTpg1at26NsLAwlCtXDvfu3cO5c+dw4sQJran8DOXv7481a9Zg7dq18Pb2hlqthr+/f34OQZYGDx6MDRs24LXXXsOQIUNQs2ZNPHv2DFevXsXu3bsxbNiwXH9Z1JR19uzZCA0NhampKapVq4ZGjRrB3t4effr0wfjx42FqaoqVK1fi1KlTeSq7u7s7Nm/enGO+yMhItGrVCs2bN8fw4cNhZmaG6OhonDlzBqtXr1YG8uPHj1fuHx83bhwcHBywcuVKbN++HVFRUbCzswPw/JgtWbIEbdu2xZQpU+Dq6oqVK1fijz/+0Nn3pEmTMGnSJMTFxWldQRAUFITo6Gj8999/+PLLL7XSly5dCnt7e60vh7k9dj4+PggMDERkZCSuXbuGhQsXGnJIc9S5c2esXLkSr7/+OgYNGoQGDRrA1NQU169fx759+/Dmm2/i7bffzvd+evTogVmzZqFHjx6YOnUqqlSpgh07dmDXrl1a+YyMjBAVFYX3338f7dq1Q+/evZGSkoLp06cjISEBn332Wb7LUliGDBmCmJgYtG3bFpMmTYKHhwe2b9+O6Oho9O3bV+dLX0a+vr7o1q0bvvzyS5iamqJly5Y4c+YMZsyYofN5NGnSJMTGxqJRo0YYOHAgqlWrhidPnuDy5cvYsWMH5s+fn+0tcbk5H82ePRtNmjTBq6++ir59+8LT0xNJSUm4cOECvv/++2yf85AXTk5OaNGiBT799FNYWVkhOjoaf/zxh9Y0j4b266w0a9YMP/zwg95lZmZm+OKLL5CcnIz69evj0KFDmDJlCtq0aaP1PJPM2rVrh40bN6Jfv3549913ce3aNUyePBlly5bFX3/9ladjYeh5TuPIkSNo2rRprm7zJCqRiu2RjkSlgObJ8JmfwK6R1QwLmzZtEn9/f2Uao88++0wGDhwo9vb2WvkSExPlgw8+EFdXV7GyspL27dvL5cuXs5ydQd+UjdevX5d33nlH7O3txcbGRkJCQuTMmTM5PtU4K/md4jGj+Ph4CQ8PFy8vLzE3Nxe1Wi2VK1eWHj16SFxcnFbe0NBQsbKy0rud33//XVq1aiU2NjZib28vHTt2VGZnyHicDJ2dQSMmJkbq168varVarK2tpXbt2jpt+c0330jNmjXFzMxM7Ozs5M033zR42sWff/5ZGjZsKObm5uLm5iYjRoyQhQsX6n0C/+bNm6V58+Zia2sr5ubm4uHhIe+++67s2bPHoH1lJ6vZGaZPn66TN+MxDQgIEBcXF62ZRjJr2LChODk5SUpKihw5ckQiIiKkVq1a4uDgIMbGxuLs7CwhISFasxVonDp1Sjp16iQuLi5iamoqbm5u0qJFC5k/f76SJ6s+qGnrjE/0v3z5sgQHB4uNjY0yDVrG+up7OnzmPpXV+zDjDAcaycnJMnbsWKlWrZry/vD395chQ4ZoPfkcgEREROhsU18fHT16tLi7uyszXGjqd+jQIQkMDBRLS0txdnaWDz74QE6cOJFlvXIqe2b6ZmcQEfnpp5+kRYsWYmVlJRYWFtKwYUO9MxWcPn1a2rdvL3Z2dmJmZia1atXSO/OMpi+r1WpxcHCQXr16yZYtW3TaUlOPzDM23L9/X4yMjMTKykqZ3lXkf0/X1zcVo6HHTkPTRy0sLLKdpjS3UlNTZcaMGVKrVi3lnOPj4yO9e/eWv/76S8mXub9qNG3a1KDzr+YzwdraWmxsbOSdd96RQ4cO6a3v5s2b5ZVXXhG1Wi1WVlYSFBQkP//8s1ae/PaV3PQ/TX/PeH7U10+uXLkiXbt2FUdHRzE1NZVq1arJ9OnTtWaayEpKSooMGzZMXFxcRK1WS8OGDeXw4cN693Pnzh0ZOHCgeHl5iampqTg4OEjdunVlzJgxOT6dPzfnI016z549pVy5cmJqairOzs7SqFEjmTJlipInq8+4rM6T+o6z5nwUHR0tlSpVElNTU/Hx8ZGVK1fq1MHQfq1PXFycAJCjR49qpWveN7/99ps0a9ZMLCwsxMHBQfr27atzTPW1yWeffSaenp5ibm4uvr6+smjRIr3nvdycdw09z124cEHvLCtEpZFK5P+vBSaiYpOamoqAgACUK1cOu3fvLu7iEBER0UtIpVIhIiICc+bMKfR91axZE40bN8a8efOUtLCwMHz33Xc6M0aUBJ9++iliYmLw999/652hi6g04RSPRMWgV69eWLNmDQ4cOIC1a9ciODgY586dw8iRI4u7aERERESFLioqCsuWLVOmjSzJEhISMHfuXEybNo0BBHop8F1OVAySkpIwfPhw3LlzB6ampqhTpw527Nih9cAvIiIiotIqJCQE06dPx6VLl7J9fkRJcOnSJYwePRpdu3Yt7qIQFQnezkBEREREREREBuHtDERERERERERkEAYRiIiIiIiIiMggDCIQERERERERkUEYRCAiIiIiIiIigzCIQEREREREREQGYRCBiIiIiIiIiAzCIAIRERERERERGYRBBCIiIiIiIiIyCIMIRERERERERGSQ/wPFhNIrtUoTogAAAABJRU5ErkJggg==",
-      "text/plain": [
-       "<Figure size 1200x600 with 1 Axes>"
+      "cell_type": "markdown",
+      "id": "bd8671f2-4d85-4aec-beee-d01d25e42e4e",
+      "metadata": {
+        "id": "bd8671f2-4d85-4aec-beee-d01d25e42e4e"
+      },
+      "source": [
+        "Continuamos leyendo el contenido del primer archivo de nombre `InASentimentalMood.wav`,\n",
+        "para lo cual se utiliza el método [wavfile.read](https://docs.scipy.org/doc/scipy/reference/generated/scipy.io.wavfile.read.html#read) de la librería [scipy](https://docs.scipy.org/doc/scipy/index.html).\n",
+        "Esta función devuelve los datos y la tasa de muestreo del archivo en formato WAV\n",
+        "cuyo nombre recibe como argumento."
       ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "time = np.arange(len(file1_data)) / file1_sample_rate\n",
-    "data = file1_data / np.iinfo(file1_data.dtype).max\n",
-    "title = 'Gráfico de `' + str(file1_name) + '` en dominio de tiempo (piano)'\n",
-    "graph_data(time, data, title, 4, 1.138, 0.016, 1.14228, 0.0039)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "38xvvvq7sDbC",
-   "metadata": {
-    "id": "38xvvvq7sDbC"
-   },
-   "source": [
-    "Dicho periodo es de aproximadamente 3.9 milisegundos, lo cual corresponde a una frecuencia fundamental de unos 256 Hz. En música, una frecuencia de 256 Hz se acerca más a una nota `DO` de la 4° octava.\n",
-    "\n",
-    "A su vez, en la Figura 5, podemos observar visualmente una nota producida por un instrumento de viento, presumiblemente una trompeta."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 12,
-   "id": "lX46VNJYsC6w",
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/",
-     "height": 586
     },
-    "id": "lX46VNJYsC6w",
-    "outputId": "37d0df47-b0ea-4768-8f22-2c9d9213522f"
-   },
-   "outputs": [
     {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 1200x600 with 1 Axes>"
+      "cell_type": "code",
+      "execution_count": 3,
+      "id": "db46a059-a799-42d4-9eaa-afe1ad530c9f",
+      "metadata": {
+        "id": "db46a059-a799-42d4-9eaa-afe1ad530c9f"
+      },
+      "outputs": [],
+      "source": [
+        "file1_sample_rate, file1_data = wavfile.read(file1_name)"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "id": "LYFVBkxl1ddM",
+      "metadata": {
+        "id": "LYFVBkxl1ddM"
+      },
+      "source": [
+        "Para graficar los datos obtenidos resulta conveniente definir la función `graph_data`, la cual utiliza métodos del módulo [pyplot](https://matplotlib.org/stable/api/pyplot_summary.html#module-matplotlib.pyplot) de la librería [matplotlib](https://matplotlib.org/) para generar los gráficos pedidos."
       ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "time = np.arange(len(file1_data)) / file1_sample_rate\n",
-    "data = file1_data / np.iinfo(file1_data.dtype).max\n",
-    "title = 'Gráfico de `' + str(file1_name) + '` en dominio de tiempo (trompeta)'\n",
-    "graph_data(time, data, title, 5, 13.400, 0.012, 13.404, 0.00218);"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "Pd2WL0cLnFLH",
-   "metadata": {
-    "id": "Pd2WL0cLnFLH"
-   },
-   "source": [
-    "\n",
-    "La nota producida por este instrumento también tiene un periodo claramente distinguible, de unos 2.2 milisegundos, lo cual corresponde aproximadamente a 435 Hz y se acerca a una nota `LA` de la 4° octava (tomando como referencia el piano)."
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "4473673d-1b28-44b3-b022-b781aeda34d3",
-   "metadata": {
-    "id": "4473673d-1b28-44b3-b022-b781aeda34d3"
-   },
-   "source": [
-    "## Diferencias entre Instrumentos de Percusión y Armónicos\n",
-    "\n",
-    "De manera análoga al análisis realizado para la Figura 1, se analiza la Figura 2, correspondiente\n",
-    "al segundo archivo, queriendo hallar diferencias notables entre los intrumentos de\n",
-    "percusión y los armónicos."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 13,
-   "id": "dfc2b4b4-7d3a-4da5-8b22-45d224050493",
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/",
-     "height": 586
     },
-    "id": "dfc2b4b4-7d3a-4da5-8b22-45d224050493",
-    "outputId": "adb535cb-7b50-42eb-e126-57fc304b5a6e"
-   },
-   "outputs": [
     {
-     "data": {
-      "image/png": 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IgiAIgiAIgiAIU0g0IAiCIAiCIAiCIAjCFBINCIIgCIIgCIIgCIIwhUQDgiAIgiAIgiAIgiBMIdGAIAiCIAiCIAiCIAhTSDQgCIIgCIIgCIIgCMIUEg0IgiAIgiAIgiAIgjCFRAOCIAiCIAiCIAiCIEwh0YAgCIIgCIIgCIIgCFNINCAIgiAIgiAIgiAIwhQSDQiCIAiCIAiCIAiCMIVEA4IgCIIgCIIgCIIgTCHRgCAIgiAIgiAIgiAIU0g0IAiCIAiCIAiCIAjCFBINCIIgCIIgCIIgCIIwJetEg+eeew5DhgyB2+3GuHHj8M0330Q89tZbb4XFYjH8d/LJJ6vHzJkzx/QYn8+Xiq9DEARBEARBEARBEBlLVokG77zzDu677z789re/xdq1a3HWWWfh0ksvRXV1tenxTz31FGpqatT/Dhw4gLKyMvzgBz/QHFdcXKw5rqamBm63OxVfiSAIgiAIgiAIgiAylqwSDZ544gncfvvtuOOOOzBixAjMmjULAwYMwPPPP296fElJCfr06aP+t2rVKjQ1NeHHP/6x5jiLxaI5rk+fPqn4OgRBEARBEARBEASR0djT3YB4CQQCWL16NX7zm99oHp86dSqWLl0a13vMnj0bF154IQYNGqR5vL29HYMGDYIoihgzZgweffRRjB07NuL7+P1++P1+9e/W1lYAgCAIEAQh3q9EEFkF69vUx4lchvo5cSxA/Zw4FqB+ThwLpKp/Z41oUF9fD1EUUVFRoXm8oqICtbW1MV9fU1ODzz77DP/5z380jw8fPhxz5szBKaecgtbWVjz11FM444wzsH79epx44omm7/XYY4/h4YcfNjy+cOFC5OfnJ/CtCCL7mD9/frqbQBDdDvVz4liA+jlxLED9nMhlPB5PSj4na0QDhsVi0fwty7LhMTPmzJmD0tJSXHXVVZrHJ02ahEmTJql/n3HGGTjttNPwzDPP4OmnnzZ9r5kzZ2LGjBnq362trRgwYADOO+88lJeXJ/BtCCJ7EAQB8+fPx0UXXQSHw5Hu5hBEt0D9nDgWoH5OHAtQPyeOBRoaGlLyOVkjGvTs2RM2m80QVVBXV2eIPtAjyzJeeeUVTJs2DU6nM+qxVqsVp59+Onbu3BnxGJfLBZfLZXjc4XDQoETkPNTPiWMB6ufEsQD1c+JYgPo5kcukqm9njRGi0+nEuHHjDCFG8+fPx5QpU6K+9uuvv8auXbtw++23x/wcWZaxbt069O3bt0vtJQiCIAiCIAiCIIhsJ2siDQBgxowZmDZtGsaPH4/JkyfjxRdfRHV1Ne6++24AStrAoUOH8Nprr2leN3v2bEycOBGjRo0yvOfDDz+MSZMm4cQTT0RrayuefvpprFu3Dv/85z9T8p0IgiAIgiAIgiAIIlPJKtHg+uuvR0NDAx555BHU1NRg1KhRqKqqUqsh1NTUoLq6WvOalpYWvP/++3jqqadM37O5uRl33XUXamtrUVJSgrFjx2Lx4sWYMGFCt38fgiAIgiAIgiAIgshksko0AIDp06dj+vTpps/NmTPH8FhJSUlUV8knn3wSTz75ZLKaRxAEQRAEQRAEQRA5Q9Z4GhAEQRAEQRAEQRAEkVpINCAIgiAIgiAIgiAIwhQSDQiCIAiCIAiCIAiCMIVEA4IgCIIgCIIgCIIgTCHRgCAIgiAIgiAIgiAIU0g0IAiCIAiCIAiCIAjCFBINiIxHlmVIkpzuZhAEQRAEQRAEQRxzkGhAZDR1rT5c9c9vMXXWYviDYrqbQxAEQRAEQRAEcUxhT3cDCCISLR4BE/78pfr3d3ubcOaJPdPYIoIgCIIgCIIgiGMLijQgMpZdR9s0f3sCwTS1hCAIgiAIgiAI4tiERAMiY8lzaANhBJF8DQiCIAiCIAiCIFIJiQZExhKUJM3fAZE8DQiCIAiCIAiCIFIJiQZExqKPLAgEpQhHEgRBEARBEARBEN0BiQZExhIUdZEGJBoQBEEQBEEQBEGkFBINiIwlKOkiDcjTgCAIgiAIgiAIIqWQaEBkLAJFGhAEQRAEQRAEQaQVEg2IjCWoiyxo9Qn46Ztr8NHaQ2lqEUEQBEEQBEEQxLGFPfYhBJEe9NUTXlmyF/6ghLkba3DV2P5pahVBEARBEARBEMSxA0UaEBmL3sPAT+kJBEEQBEEQBEEQKYVEAyJj0VdPIAiCIAiCIAiCIFILiQZExqL3NOB54MONaPMJKWwNQRAEQRAEQRDEsQeJBkTGIkiRIw3+s6Iaf5q7NYWtIQiCIAiCIAiCOPYg0YDIWKJFGgDAsj0NKWoJQRAEQRAEQRDEsQmJBkTGIsTwNBCl6KICQRAEQRAEQRAE0TVINCAylmAMUcBiSVFDCIIgCIIgCIIgjlFINCAyFlY9ochlN33eAlINCIIgCIIgCIIguhMSDYiMRQh5GhS6I4gGpBkQBEEQBEEQBEF0KyQaEBmJKMl4d9UBAEBhxEgDgiAIgiAIgiAIojsh0YDISL7eUYfDLT4A0SINSDYgCIIgCIIgCILoTkg0IDKS2ha/+u88h830mGiSgTcgJrlFBEEQBEEQBEEQxx4kGhAZidMe7prWSBEFER7+z4pqjHjoc/xv/eFuaBlBEARBEARBEMSxA4kGREYiceUWE9QM8MCHGwEAP39rbZJbRRAEQRAEQRAEcWxBogGRkbT7g+q/I3kXRIxAIAiCIAiCIIgMY+nuepz390V457tq3PzKSizecTTdTSKIuDB3mCOINPLPhbvwty+2q39HkgbkCI8TBEEQBEEQRKbx+Ofbsbe+A79+X4mKXbzjKPb95bI0t4ogYkORBkTGwQsGAGCNoBoIopSC1hAEQRAEQRBE19l7tD3dTSCITkGiAZHxnHliL9x2xhDD40KQRAOCIAiCIAgiO5AoTJbIUig9gUg7QVGCxWKBzSSkwO2w4ubJg+CwWdGzyIm/fh6OQghQpAFBEARBEASRJUhyZNVAkmRYI4XXEkSaoUgDIq1UN3hwyh/mYdrsFabP3zhBEQwAYPq5J+C12yaozwW4SAOJpFuCIAiCIAgigxEjzFd9gojz/rEIP/3PmhS3iCDig0QDIq18ue0IvIKIpbsbTBf+DrtWcT17WC98OH0KgHCkwYo9DTj14Xl457vq7m8wQRAEQRAEQXSCSJEGy3Y3YH+DB3M31KS4RQQRHyQaEGmF1wnafEHD806bsYv2L80DAPgECfO3HMH976xDuz+oOtFSZBdBEARBEASRaZgFGszfcgRuh039O0CeXUQGQqIBkVZ8gqj+u8UrGJ53mIgG/GN3vrbK8LyZNwJBEARBEARBpBOz9IQ7X1sFtyM8tzWbDxNEuiHRgEgrHf5wdEFHwBhpYCYaOO3WqH9bLCQaEARBEARBENmBl9tE85jMhwki3ZBoQKQVPxeCxQ+YDIfNKADohQS9aGsj0YAgCIIgCILIEjz+8BzYJ1B6ApF5kGhApBV/kBskA0bRwGU3S0/QigJBXelFSk8gCIIgCIIgsgU+2pafGxNEpkCiAZFWAjEjDYxdVJ9+IOhCDXjNIFJpG4IgCIIgCILIBNq5dF2KNCAyERINiLQSOz0hdhf1615n5VQDcqAlCIIgCIIgMhltegJFGhCZR9aJBs899xyGDBkCt9uNcePG4Ztvvol47KJFi2CxWAz/bdu2TXPc+++/j5EjR8LlcmHkyJH48MMPu/trECH8nJrqDYiQdfVrHSbpCXr0YgPvaUAhXgRBEARBEEQmo01PoA0vIvPIKtHgnXfewX333Yff/va3WLt2Lc466yxceumlqK6ujvq67du3o6amRv3vxBNPVJ9btmwZrr/+ekybNg3r16/HtGnTcN1112HFihXd/XUI6DwNBNGQTuA0MULUI4ja1/B/0cBLEARBEARBZDIdmvSE8Nx49pK9+M37Gyhylkg7WSUaPPHEE7j99ttxxx13YMSIEZg1axYGDBiA559/PurrevfujT59+qj/2Ww29blZs2bhoosuwsyZMzF8+HDMnDkTF1xwAWbNmtXN34YAgABnYugTJAT1okEckQZ6BG5g9VNeGEEQBEEQBJHB8D4GvGjw6Kdb8PZ3B/Dh2oPpaBZBqGSNaBAIBLB69WpMnTpV8/jUqVOxdOnSqK8dO3Ys+vbtiwsuuAALFy7UPLds2TLDe1588cUx35NIDvyifktNq2GRH8nT4PzhvU0fb/UJaOPU2oBI6QkEQRAEQRBEaqnaWIM3V+yP61heKGBRsnx0QZNHSG7jCCJB7OluQLzU19dDFEVUVFRoHq+oqEBtba3pa/r27YsXX3wR48aNg9/vx+uvv44LLrgAixYtwtlnnw0AqK2tTeg9AcDv98Pv96t/t7a2AgAEQYAg0EWdCPwg+eHaQ9hX36553iJLpr/pg5XD8NW2OsPjN/xrmebvdm+AzkmSYL8j/Z5ELkP9nDgWoH5OHAuku59Pf3MNAGDioFIMKs+PeqyH8zTw+JX1xNG28FpDFEW6XglTUtUvskY0YOjL7cmybHiMcdJJJ+Gkk05S/548eTIOHDiAv//976pokOh7AsBjjz2Ghx9+2PD4woULkZ8ffVAgtNQ32QCEf+u1B1o0z69auRwNW81fa7PYIMra87Slpk3z96JvlmB/ESDLQJRTSiTA/Pnz090Eguh2qJ8TxwLUz4ljgXT0c8XXW1lmfbpgEYYUsWfMl17VBw+DBYCv37QFVc2bcdgTPn795u2oaoswISaOaTweT0o+J2tEg549e8JmsxkiAOrq6gyRAtGYNGkS3njjDfXvPn36JPyeM2fOxIwZM9S/W1tbMWDAAJx33nkoLy+Puy0E8MT2JYA3cmc/58wzMap/selzv1m1AN4YngXjTp+EnoVOXP/SStw4YQD+30UnRj2eiIwgCJg/fz4uuugiOByOdDeHILoF6ufEsQD1c+JYIJ39XJRkYLkiVoyfMAkTh5QBAO5dNs/0+JLyXkBTAwBg8PEnovKCE3Dj7O8ANAEA+g8agspLTzJ9LXFs09DQkJLPyRrRwOl0Yty4cZg/fz6+//3vq4/Pnz8fV155Zdzvs3btWvTt21f9e/LkyZg/fz7uv/9+9bF58+ZhypQpEd/D5XLB5XIZHnc4HHTzTRDeCNGMfLcz4m9qs1oBRH99EBb8/tNtaPUF8cLivfhN5cjONpUIQf2cOBagfk4cC1A/J44F0tHPJa46mMVqi/n5gWDYCFyQlDZ/t68p/H4y6FolTElVv8ga0QAAZsyYgWnTpmH8+PGYPHkyXnzxRVRXV+Puu+8GoEQAHDp0CK+99hoApTLC4MGDcfLJJyMQCOCNN97A+++/j/fff199z3vvvRdnn302Hn/8cVx55ZX4+OOPsWDBAixZsiQt3/FYI1ZJREeUkovWONINAkGJytQQBEEQBEEQKYMvIS6ENshkWY50uKEEuR5BivxagkgFWSUaXH/99WhoaMAjjzyCmpoajBo1ClVVVRg0aBAAoKamBtXV1erxgUAAv/jFL3Do0CHk5eXh5JNPxty5c1FZWakeM2XKFLz99tt48MEH8bvf/Q7HH3883nnnHUycODHl3+9YxG8yMPJEqp4AALY4VAN/UIo6SBMEQRAEQRBEMglqRAPZ8JgevuSiWblwUaS5LJFesko0AIDp06dj+vTpps/NmTNH8/evfvUr/OpXv4r5ntdeey2uvfbaZDSPSJBY6QlOe9dEg3mba7H+YEvM4wiCIAiCIAgiGfCLfFGSQv+PIhrwkQZB0bDhJUgUNUukl8grMoLoZkRJVtXXSESLNLDGUQ7h0w01mr+DMUQKgiAIgiAIgugKfFRBIK5IA216gn5+HKRIAyLNkGhApI14vAaiRRrY4zE10BFLpCAIgiAIgiCIriBxkQIsFdds44p5d/EeX4IoGyJxgxRpQKQZEg2ItMGbvkQiqhFiBNHgN5cOxw/GHWf6XKx0CIIgCIIgCILoCnxUgS8kCJhFGrjsNuUYLtJAkmXDxhptehHpJus8DYjcIZ5IA4c1cU+DQpcdLof566iSAkEQBEEQBNGd8J4GfkHEe6sPor7dbzjO7bCi3a81QhQl2bCxRum1RLoh0YBIG7HKLf7ueyMjRhMAgC2Cp0G+0wanzWb6nECDLkEQBEEQBNGN8OkER9v9+OPcrabHsUgDHrNIg2h+CASRCig9gUgb0dITJg0tw+1nDon6+kiCQp7DFjHSgEQDgiAIgiAIojvhKyUcbTNGGDBcJt5dkmSMjKX5K5FuSDQg0obPpA4tI1rVBEakSAO30xbxORp0CYIgCIIgiO6Ejwxo6ghEPM7M8FuUZUM0LlVPININiQZE2ohmSuiMQzSIFmlgljcGAKQZEARBEARBEN0JH2nQ6BEiHudymKQnSEbRQKD0BCLNkGhApA1/KNIgz2TAjCfSIFLJxXynLaJfApWsIQiCIAiCILqTeCMNTNMTzDwNaNeLSDMkGhBpg3ka9CpyGZ5zmAyieqJFGtxx1hD0K3FjwuAyzXMiKbUEQRAEQRBENyJym1Tt/mDE48xEA1E2RuNSegKRbkg0INIGqzlbVuA0POeIUjWBYYtwiNthw8n9SrB05gW4ceJAzXPkPksQBEEQBEF0J/wiv80XJT3BpHqCLMvwBrRm4QJFyhJphkQDIm0wU0Kn3YpbpwzWPBeXEWKU9ATGhCHaSAOJRAOCIAiCIAiiG+EjW4UoUQJm1b5ESYZPUEQDlsJLkQZEuiHRgEgbqmhgs+IPV5yMv157qvqcwx470sAaoUJCHica9CvNQ9U9Z4EdSpEGBEEQBEEQRHcS73zTbRJpIEoyvCHRoMhtV94vNGcWRAm76tohyzSfJVILiQZE2mAmL45QngFfMaErkQb6AXhkv2IM610EgDwNCIIgCIIgiO4l3vmmWclFWYaanlCc5wAQrp7wi3fX48InvsanG2qS1FKCiA8SDYi0wcK1mEBg50wK4im5GEk0MDNIZI9RpAFBEARBEATRncQ73zQ3QowcafDxusMAgH8t3p2MZhJE3JBoQKSNQKh6AquUYLeGu6M9ksshR12rP+7PYuUZydOAIAiCIAiC6E7EOI0L+ZRahiTJaunwQhcTDbTz13ynvYstJIjEINGASBmBoISfvrkGTy3YCSAcacCiChycUBBPekJDR1g06FlorMDAY6NIA4IgCIIgCCIFdMXTQJJltSy5aoSoez/aBCNSDYkGRMr4aO0hzN1YgycX7AAQrkHLxAJ7gp4GvBttgSu64soiDeJVfgmis5A5EUEQBEEc28TraeA2q54gy6rvF5vfBnXzV5HmGkSKIdGASBkHm72avwVVNAhFGlgT8zTgB+RYpWjI04BIBbOX7MX4Py7AjiNt6W4KQRAEQRBpIt4SiWZGiJIUNgtnZcQFUdZsSpBmQKQaEg2ItKGWXAwNmA47H2kQ29OAvV7/bzPCkQY0yhLdx6OfbkFDRwD3vr0OgGJc9N9VB7C1pjW9DSMIgiAIImXEO9+0m2ySSVykQT7neSDEKUQQRHdAogGROnSyqN7TwM5FGpgNono0kQYxBmcbiQZECmn1CgCAfy/bj1+9twG/fG99mltEEARBEESqiDd9wG5S8UuUZDWFlzc87PAHk9M4gugEJBoQKUM/fDIVVU1P4ISCeNITeKEg3kgDSk8gUgGLnlm1rxEAsOkQRRoQBEEQxLFCvPNNs/LhkiyrAkGBKxxp4AmVYQRoE4xIPSQaEGlBkmSDpwFfZtFhj52ewBMrd4wiDYhUwtJr4jH0JAiCIAgitxBjbGYxzNJx69sDWLC1DoA20sAbCIsGsTbLCCLZ0Iw2hWw61IKP1h5KdzPSBh+pFZTC+VpMILBbE6uewHN874Koz5NoQHQ3fPkj1aeD68dUVYEgCIIgcpeNB1vQ0K6UA2eRBiaBBBps1ujzXd7TwMdFGvD/JohUEL1OHZFUvvfMEgBARbEbk48vT3NrUo8M3oNAChshqukJXKRBgqLBczeOw9/mbcdPzh5q+jwTJEg0ILqL9kA415D1XycXMeMPSnA7jPWYCYIgCILIbtYfaMaV//wWx/XIw5Jfn6/ONwtcdrT5InsRmHka8LjsNtisFoiSrBEKvCQaECmGIg1SBL8LSU7qigLLjBDD6QmJVU/49SXDAQB//v4pGFiej2d+OBaj+peYHssiDfY1dOCLzbW060sknRaPoP6b9V4+eoYMjAiCIAgiN/l0w2EAwMEmpbw4izQodEXfnzXzNOBx2q2qsMALBXyqAkGkAhINUsQjn25R/y0dowtW/muLYtgZ1tHJSIP/O/d4rHrwQtw4cWDMY9mA++q3+/CT11fjm531iTSdIGLS5Amo/2aTBd4IqcNPN3iCIAiCyEVaveGNAUGUNJEG0YgVacCLBj4h7GPgC5KnAZFaSDRIEXOW7lP/HU00kGUZrT4h4vPZjKTzNFDTE1j+N7cr67LHF8bds9AV13FW3aC8an9TXK8jiHhp7AiLBsyvgzcqaqdIA4IgCILISY6GvAwAwOMX1U0D3pPAjFjzXafNqkbi8pEGgaBEKbdESiHRIA34hcjq4P/773qc+od52Hy4JYUtSg2iJHH/5qsnhIwQuUiDWINsouiV3FjGNASRKFu4tCM2WQhwOwGeAIkGBEEQBJGL1LT41H97hKA6582L4WWU54y+FHPareo8WW9+SGaIRCoh0SANtHgjRxJ8EKqu8K+v96SqOSlDEHVGiEHlb2aEyOd/J1s00OeM1bX5IxxJEJ3jr59vV/8dDAlivGgQoFBCgiAIgshJAkGt3wDbPMjrYqRBvtOmzmH9JBoQaYSqJ6SB5iiiASMo5d4Cgw/VFiWjp4HbYcWo/sVo9wUxsCw/qZ+tjzSoayXRgEgeQV29ZCaQ8X3eTzWVCYIgCCIn4VMFPAERohhfekIsUSHfaVM31fQVE6iCApFKSDRIESP6FqtVE6JFGjD4XflcgV9A8Z4GjpCngcViwcc/PROyLGsqKSQDvadBM2daR+QOrT4B76w8gCvG9ENFsTtln9uo609M9AvwokGUtCSCIAiCILIX3vjYK4QjDWKVWnbGmO/mOW1qeoI3oJ1HUKQBkUooPSFF9C/NU/8dj2ig37nMBYKcECJKshquzVdNsFktSRcMAGOkgX6RR+QGMz/YiD9VbcV9b69L6efyrslAuK/zKQn+IN3cCYIgCCIX4SMNvAFR/TtWpAG/PjAj32lX0xN8QX16Qu6tFYjMhUSDlBEeTPh67pEI5qAjKr/rGhS56gndIBLosVm1n0H1bXOTuRtqAADL9jR0+2c9/vk2XDJrMQ41ew0VT1jf1kQakKcBQRAEQeQkQV16guppECPSwGq1oOqes+C0WQ0Cwgm9C5HvsKlpvPq5ay6uFYjMhUSDFMFf13ykQV2bD7JJCUYhByMN9J4GLAXDkQLRQB9pQAs4oqs8v2g3ttW24YtNtWjzKZEGRaF6zOxGLpBoQBAEQRA5jybSIIHqCQAwsl8xls48Hx9On6I+NrxPET679yxYrRa1upg+HUHMQf8zInMh0SBFSJww0OQJQJZlfLurHhP+9CVmfrARADTiQTAHPQ347yRIksEIsTvRV0/QO9ASuYHTnpohjRcD2v1BtIaEwLJCJwDz9ASqnkAQBEEQuQmfVuwNSGFPgyjpCaP6F6v/7lnoQpHbof5d6LKr82MWLasXDXLR/4zIXEg0SBF8pIE/KKGmxYeqjUoo9dvfHQCgvfiFHAw5ChgiDULpCSlY6BlEA1rA5SSuFAhQANTIAgZLTygrUEQDQZIgyzJ5GhAEQRDHHK8v24cJf1qAzYdb0t2UlKGtnhBU/zZLwb1u/HG4efIgvHTzeM3jfCYtP291hP6tr5Yg5uBagchcSDRIEfoUhJoWL95cUa3+HRQlzaIi140Qg6IMIZhKTwOtaBCU5Jz8jY91HBEEqGW7G7Byb2PSPqedEw18gqiKCGX5imggy9oUHICqJxAEQRDHBr/7eDPq2vx4Y3l17INzBH6zzx8MRxro02MBYHDPAjxy5Sj0LdF6GNgsnFDAzY1ZeoJXN48gTwMilVDJxRQh6USD99cc0vzd0BGAlRssjilPA7txQE02ZoO2Pyh1S6UGIn3wApQsy7BYLGj1CfjhS8sBADv+eGlSIlt440PFvVgbaQAoN3N/kDwNCIIgiGOTA42edDchZfC7/j5BhBia49pM5pkmVmYAoFkH8KUa7RHSE8jTgEgltGJKEfrrel99h+bvW15ZqRkMOvy5F8rMiwbp9jQAaBGXi/ACFCtFdLTNrz6WrKoZfHqCLyiG0xMKw6KBIEo6I8Tcu6YJgiAIgoe/1x0rXj6yLBtLLsqRIw2kCBECVu5Yl90YaaD34yJPAyKVkGiQIvSRBnXcQgYAttW2aRaxejUxF4gUqp0+0SD3fuNc50irDxsONptWHAHCajygGBQC2lQCjxA0vKYztHGRBn5BQqtXm54AKCk4ZIRIEARBHEvwonpHIDn33ExH7y3gC4rqY2bzT5cj9ryXCQUAH2mgnUeQpwGRSkg0SBH6Nc6RVp/hGLbIAXJzF5zfdfVyi7dUeBqYpidQjnlWIUkyLvjH17ji2W8xZGaV6c0yyIX0eEKTlSZPQH0sWRE8/KTIHxRVEaEHJxoIkj7SgPobQRAEkTusP9CMs/+6EJ9vqlEf6+DmsvoNslxF7y3AV08wm38WuhyGx/TwYoM9ghEieRoQqYREgxTBIg2K3IqNBFt08IPJqn1ho7Zc3AUPakK3+EiD7vc0sFmNXZ0WcdlFQJQ0wlpDu3EyIgTDfYwdy4sGniTtevDt8AkSWkPXc3GeQ+3PAc4ICaD+RhAEQeQW//fGalQ3enD3G2vUx3hRvb7dn5MeXXrMIw2U722zWnDF6H5wc9EFE4b0iPmeDquZESJ5GhDpg4wQUwQTDYrdDs2A+kDlCHyw9iA2HWrFziPt6uOCqORHmYU1ZSt8eDYb+CwW89CtZGNuhJh7wkwuo19017X50bvYrXmMn5x4Qv4FTR1cKkGSFu6a9ISgiFav8nex2w671QpBFA3+CfpcRIIgCILIZnwm91ReVJdlxVeoX2me4bhcQr/j7wuIasUwu9WKp24Yg4Aoob49gPo2P07oXRTzPW02YyUFfepykDwNiBRCkQYpgo0nLNKAUV7oxPA+xQCAnXVtmudyLQeaX9Cxgc9hs8JiSUWkgfEz9LlhRGajvx6OmoQ9Brg+ZhZpkKxrqp1Lc/ALkioEFuc51B2BDr1okGPXM0EQBHFsY7Yhw6cnAEq0Qa4Ty9PAYrHAZbehf2keRg8ojes9+d+WzWENogGlJxAphESDFCHr0hMYvQpdGNAjHwCws65d81yu7YQHdc6yAOBKUclDM9Eg10SZXEd/PZiJBrzq7gkt7Bs6ONEgSWGSfFuavQHUhjxKit0OdUdAnwpB/Y0gCILIJcyMrNt1okEuVgPTE9SlCfiE6J4G8TCqX4n6b5b2qK+WQKIBkUooPSFFhCMNtOYnPYtcGFiuhG3xaQtA7u1MCkFj6LjDnj7R4FjIs8slDJEGZp4G3Dllux2N7cmPNODfZweXVlTktocNiwyRBrk/cSIIgiCOHewmnlT6uaw3SVWLMhl9pIEnIKpzAVuCvl3/+9mZWLmvEdeMO059zG7iywUAVRtqsHRXPR6/9lQUu2ObKxJEV8i6SIPnnnsOQ4YMgdvtxrhx4/DNN99EPPaDDz7ARRddhF69eqG4uBiTJ0/GF198oTlmzpw5sFgshv98PmN1g66gN0Jk9Cx04YRe5rlNuebuHxCNngapMEEEzJXeZO06E6lBf770kQaSJGtUd1bqqbEb0hMiCXql+Q61r3koPYEgCILIYcw2ZPTpCcdEpIEuAqDdL3Q60uCU40pw+5lDNL9tJO+vZXsa8NmmWjz+2bYEW0wQiZNVosE777yD++67D7/97W+xdu1anHXWWbj00ktRXV1tevzixYtx0UUXoaqqCqtXr8Z5552Hyy+/HGvXrtUcV1xcjJqaGs1/brfb9D07i5mngc1qQWmeA8P6FMJsPMi1nUl+Qcd7GqQCijTIfvQiml40EHThgR3+ICRJxsq94aok3Ska/PqS4bBYLLBHSE8g0YAgCILIJRwmO+D69AR91F0uok8TaPUGNdUTukqsDbZNh1rUf6/e34Q/fLLZcB4IoqtkVXrCE088gdtvvx133HEHAGDWrFn44osv8Pzzz+Oxxx4zHD9r1izN33/+85/x8ccf43//+x/Gjh2rPm6xWNCnT59ubTvzNOBrs/YtccNqtcBltaF/jzwcaPRqXpNLiwxJkjXhW+wm4kyDaGCzWiBKMuWYZwGiJOPh/21GnxI3Th9cpnmuoUMnGuiU/o6AiFX7m3THJCs9wTgJKs1Xru3IkQa5P3EiCIIgjh3iSU9IVqnjTEZf+rDNJ6CswAkgcmpBIthjzJX59cI1zy8FoMx1f/e9kV3+bIJgZI1oEAgEsHr1avzmN7/RPD516lQsXbo0rveQJAltbW0oK9MuPtrb2zFo0CCIoogxY8bg0Ucf1YgKevx+P/z+8IKltbUVACAIAgRBMH2NFFowFzjCA+wZx5epxw8pzzeIBh5fIOL7ZRt6AaTDr3wvu9WSmu8ohz8/32lDmy8IXyDy+SKMsN8qlb/Zwu1H8dqy/QCAObeO0zxX3+bXtMXjC2ieX1fdhBN65mse8ybpnPtMdk5cNuW3Yff2dq+2PQFBov6WBaSjnxNEqqF+TiQDfi3L+lKb7l7c7kvfXCtV/dwXmtMWuGzo8IuQZKCFzQEkscufb5GjGx5Kkmz4jA0Hm+n6PkZI1XnOGtGgvr4eoiiioqJC83hFRQVqa2vjeo9//OMf6OjowHXXXac+Nnz4cMyZMwennHIKWltb8dRTT+GMM87A+vXrceKJJ5q+z2OPPYaHH37Y8PjChQuRn59v8gqgtc0GwIJ9u7YDsAEABvj3o6pKWRD1FCzq4wV2GR1BCxZ/uww1m3LDGdUnAnx3O3ykHoAFno42VFVVdfvnb28O/742SQBgwdr1G1FwZEO3f3auMX/+/JR91sq68Hn7eulKADY4LDIE2YKapnZN32kJAHwfW7anEbaOevBZWOs3bkZZw6Yut+vwESv02V1bN66D7eBaeNqVa33j1h2aY9q8vpT0dSI5pLKfE5mDKANf11hwYrGMAYXpbk33Q/2c6AptLcr9DoB6f9u1T7k/WiBDhgUbtmxHVfvW9DUS3d/PD3YAgB12KQibBRBlC5o6AgAsWL58KWq6OO3YeyA8FzKjpY2fSyvzoIaGRppzHCN4PJ6UfE7WiAYMi0UbCiXLsuExM9566y384Q9/wMcff4zevXurj0+aNAmTJk1S/z7jjDNw2mmn4ZlnnsHTTz9t+l4zZ87EjBkz1L9bW1sxYMAAnHfeeSgvLzd9zVM7vwW8Hag8+3R807AZvYqcuOsHk9S2n+UTsPaFFTiuRx5avAI2HGrFiNGnYerICtP3yzaaPAFg5SL17wNeGwAJPctKUVk5sds/v3xvI57bukr5d0khmo92YNiIkaicPKjbPztXEAQB8+fPx0UXXQSHIzUuvcL6Gry5eyMAYMjwUcCOrejXowD7Gz3wiBZcfMmlaurJoWYvsPobuB1WDC7Lx7Yj7Whz9AAQzvU7YdhwVJ49pMvt+vehlUBrs+axc6ZMxMQhZXi5ejkOeVrRb+Bg4FA1Cpw2dAREyBYbKisv7vJnE91LOvo5kTn8d9VBfLx8CwBg56NT09ya7oP6OZEM3qz5DnvblDTAyspKAMB/61YDjQ3oXeTGkTY/+g0cjMrK4WlpX6r6+YaDLcCGFSjIz4M9KKGhIwA5JKacfeaZOLlfcZfev/rrPfjs4C71b7vVovFRKCgoQGXlmQCAe5fNAwBU9CpHZeX4Ln0ukR00NDSk5HOyRjTo2bMnbDabIaqgrq7OEH2g55133sHtt9+Od999FxdeeGHUY61WK04//XTs3Lkz4jEulwsul8vwuMPhiDkoFee78O1vzocky3Daw6phmcOBr35xLiwWC2b8dx02HGrFjjoPLhudIzdzqzacm/kJuOy2lExYnNxnFLqUbi/KFposdYJ4+nmysFi4nXq/0mcqit3Y3+iBLAN+0YKSkE+IbFFCAR02K/qU5mHbkXaDWWJQRlLablZ5oyTfrfw2oXhNXzDkY+K2oyMgwh+UqL9lEans50TmsL2uQ/33sXD+qZ8TXYGfx9rtdlgsFnhCRte9il040uaHX0z/tdTd/VwOzVWcdqthI9Pl7PpnOx3a5Vqew4Y2zuhQhnE+a7HQHPdYIVXnOWuqJzidTowbN84QYjR//nxMmTIl4uveeust3HrrrfjPf/6Dyy67LObnyLKMdevWoW/fvl1uMw8ruWi1KIsal90YZsQGmpF9FUVyx5G2pLYhnehN6hhOe+qNEPOdyuArkBFixsMvzptDpRMLXDbkOZTrp9UXzuNiJodOm1V9ni+3CCSxeoJJOdR8l/KZ4eoJysSpKFQ7WZKBIFXsIIiMJlXmvASRC/BGiOx+3R4yQiwrUDbXctl0OhCUcPkzS3DfO+sAKPN7/bw20ZKLZuiNEF0O7Rpib30H3li+X/NYDBsEgkiYrLo7zpgxAy+//DJeeeUVbN26Fffffz+qq6tx9913A1DSBm6++Wb1+Lfeegs333wz/vGPf2DSpEmora1FbW0tWlrC4coPP/wwvvjiC+zZswfr1q3D7bffjnXr1qnvmSxYFFE8qRTMcVXvQJvNRFosparkIj9oF4QiDbK55KIkyVhb3ZTTN2NAe46aPIpA4LRbUZynnMMWb1g0YL+FgxMNfLrF/XOLdqvlPruCWaRBQUiM0ldP4Mus5lJFFILIdUjkI4jo8JUB2P2WlforC1UUMrtf5gor9jZg46EWHGxSjMwdNqtBJOiOkotuh3Hu/OBHm3Ck1af+LYNUAyK5ZJVocP3112PWrFl45JFHMGbMGCxevBhVVVUYNEjJS6+pqUF1dbV6/L/+9S8Eg0H89Kc/Rd++fdX/7r33XvWY5uZm3HXXXRgxYgSmTp2KQ4cOYfHixZgwYUJS2x6ONIg9eLBFbUcOlamJtECPVXs2WfC5X+UhUSYQIfohG5i3pRbff24pbnhxWbqb0q3woohiKqSktBSHdu9bvcZIA7vNYlDh+d3DFxfv6XK7zCINCkPiANsR8ArK9cvSYQCtaLDjSBt+8MJSfLj2YJfbQxBEcuDvFd4kCIzZjCjJ+HTDYTXKiyD08FNaVlZYFQ3USIPcvY70c3qH3WqICkjG5pheeMhzmJsi8imZFGlAJJus8TRgTJ8+HdOnTzd9bs6cOZq/Fy1aFPP9nnzySTz55JNJaFl02MUbj+DIFhkd/twRDQJB89ErVZEGXq5EXmlBSP3O4l3fVfsU46E11c0IBKWUpXmkGj6tpSk0cXXarSjJC4kGPgGLdxzFl1uP4KKRfZTnuUgDRnGeA/Xtys30m51Hcc8F5pVR4sVvMgkqcCqf6dBFGrjsNjhsFgiirHnd68v247t9TfhuXxO+P/a4LrWHIIjkwF+jXkFU04uORf72xXa88PVuXDiiAi/fQoZqhBGJE9n8ggRZllXRoLwwtEGTxXOtWOjnsE6bBZB1C3xn5KoHcX+OVfs5kd6Tj74k0YBINlknGmQriUQa5IcGA49JLfhsJVKkQaryR/m8O+Ynkc3pCQXc7vX22jacclxJGlvTffDnaE11MwCWnsAiDYK4+401AIDqRqXkjMNmRZ5T26/yuRtsn5K8LrfLLM2ApR6xHQGPXwy11wKX3QZBDGoiFPY1dBjegyCI9NLKpQV6c+ge3BlmL1GishZsPZLmlhCZisitTP1BEZ6AqC5We+SzqM7snWvFQpS0K3OHzQrdQ5r5R2exG9ITzN+Tj76k9ITsZc/RdjR5BIwb1CPdTdGQm9uTGQgTDeLQDNRd41xSZ9niT5+Hlaod8gmDy/CDccfhwctGKEowsls04BetW2paohyZ3ZhdAy67Vb0J8yk8O460AwAcdosh0uC0gaXqv5MhVEXzJmA7D55QeoLTZoWLXdNcnyPDNYLIPHgvoWM9PSEeDybi2IZfNPsESY2QtVqgRgTm0lxWjz7q0MzTwG1ifJ4o8aYnUKRBbnDDi8txzfNLsXR3fbqbooFmrSlCUtMTYt+E2WIimxe1ethiiZnFMVIlGlitFvztB6Nxx1lD1UXd298dwIo9qaltmmx4M7+tNblTZUOP2TXgtIfTD1q94Qm+nzNC1Kvwl57SF6MHlALo+q6HIEqG3QUednNnu5QOTjTgzxvf92W6uxNERsDv1B3rkQa5vNgjkkNQ1EYasDKABS57WCzPwX4kyzJqW3yG7+awWQwpC9akGCFq39PMCBEAmjWRBkQ2Ikky6kLeFNtrM2t+T6JBipATSE9gi4lIZQqzgeV7GlTjOiD8XfiweiA9u638Yu36F5en/POTAb/4rGvzRTkyuzFb4LtsVjWfr7EjbPrDzJYc3POMPIcN141XfAP8Xdw9jFUBgYURsvQip91qGj3E98NcSkUiiGymzUeiAUHEiz7SgJVbLHLZ1XtcLlYN+stn2zDpsS/x/hqtkbHDZtUYfBe5kpMFro9e0G/AMbSRBtm7hshV3lt9ELe+uhKHm5VqG/6giNeX78eBUHotAPi46JVkVN5IJiQapAgpASNEpihmozr7+aZa/OGTzbjhxeV45NMt6uNC6Lvoc7scaTDwS5X5YnfCiwZNHcpNorbFh1+9tx7f7WtMV7OSjlmkgdtpUyMNGjhhSl2k26yGcMA8p00VqLoaaRBLdGCGRR5NpIHSHn7yxAuI7TlkekoQ2QylJyhIumiqaNFVxLEL72ngE0Q1PaGAEw1y0dPgX6EqTF9s1vp9OGza6gm/vOSkpHye3tNAvwHHaPZQpEEm84t312PR9qN4cv4OAMAzX+7C7z7ahKufX6oew28iZVqKWPavnrKEsKdB7A7g4BY32aQUfrrhMO5+YzXmLN0HAPhw7SH1uaAUSk/IhEiDnBANwjdhpizf/846/HfVQfyRE2uyHTPhLN9hU9MPGjnRgJVKc9gsKHBpRQO33aaWYeyqGMcW/k6bFdeOU6IXbjh9gPq8TXdzd9mtcDnYjkv4ZsC3g9/dJAgiffCiwbEcAcTvWAKAJ4dKQHeVQFDCpkMtJKRAW6LUH5TU9IRCtz0n/blioY80SNZ8066rnsBKPOtp8YbnRFm0fDjmWLpbSY2eu7EGgLZUJh/hJmTYtZP9q6csgan28UQa8GHL2ZSi8NXWuojPBULfw2W34qwTe6qPp6NUoMOeWcpdZ+B3wFgo05aaVgDA+oO5Y4xo1v/znXY1/YANvDwOm9UgTuU5rerNu6uhkuz1LrsVD10+Es/8cCx+f/nJ4c/XXeROe9jTgK+ewAsI/EKFMEeWZWw53GrYASWIZCGIknZsPYYjDfgoLgDo8B+7v4We33+yGd97ZgleDO02H8uIUvie5hNENT2hMMc9DSLhtGs9DZIV2aqPNCiMEGlA6QnZwaFQekKHSZQpL1ZnWmoPiQYpgl278UQa8MpkNpkhRsu9ETiTuvsuPFF93JUG0cBp67qTbbrhJ7PshhzJTTebMQtrzOPSE8xw2K2GG6rLblN3+7s6gWG/vcthQ7HbgctH99N4KNh1k4RI6Qn8v2lCHp0Wj4CZH2xE5dPf4NmFu9LdHCJH0Yt32STaJ5uGdr/m7w6KNFB5a2U1AOClb+IXDURJzsk0NK0RoqT2E41okEXz2K6iVE/gRIMkzXH1kQYFEco48nMJkUSDjMYfFE197vioLn11jnRDokGKYJdufJ4G4YOySTSoa/MbHmO7gux7OGxWzaI9LZEGtuyPNPCZLD7T8Vt2N2ahWXarsaQij9NmFA3ynDa4bMYUgc7w8P82AwinHJm1j8fFRRoEIogG7X5ld2B/QwdufGk5vt5xtEttzDVueXUl3v7uAADgiVAuIEEkG32aUDbdf5NNoyHSIPcWvF0lkUiUv36+DWMenod1B5q7r0FpQNJ5GrRxkQZsrncsRRp0W3qCPtLA7TA9jr9Og8ew6Jmp8HPXffUe081WPj0h066d3FtlZChSAtUT7DarKi5kWoeJRGNHwHShw0Ln2eTLabdoFrfp8BdIh/lisuHN+LpaDSCTMduhmDCkDO4IKjvAPA20ooHbYUtafuXyPYrRpH5SzdDf3CN5Gvg1ngbKjf63H27C0t0NuOWVlV1qYy4RFCXNRLtviTt9jSFyGr6EK3Bsiwb69ASqJGEkknBsxr8W70FQkvFISHTOFfSeBu3kaaCZAziTlA7r0HsauCJFGnCiAaXyZRz8nPZgkwf8aRVECU/M2455W8LmmpmWnpCcWiBETMJGiPEd77BZ4Q9KWRPWtf5gs+njHX4R+U676mlgt1q1okFa0hOyXzTgbwasj8gxvHIDQQmCKEV03c1E2KT91imDceuUwXDarSgvdEVPTzDxNHDbzVMEEiWe3TZ9GKHbYTP1U+DFHjbRqm3N3fKZneVgk1fzt96gLdt44evd2FbTir//YLQhlYVIL/pIg3jHiucX7caWmlbMun5MxpXI6iwN7VrRwJdhk9euUNfqw9baNpx9Ys+E3cn5PPHOrMncOZZGyO9m89UTCrnqCUFJhiTJsObItQEolcDMjFKdNq2nQbLSYfXjSqR5XAfXpmCWrB+OFURJ1pin1rT4YOPGn2931ePpr7Tpl5SecIwSLrkY36DJBttsyan0RMjJZrk5mvSENIsGpfnGsK52fzCrdpX4m4E/qFTZiLbpIUkyLn1qMc77+6KsCjMVgsqXmjCkDIN7FqBfaR6A6P4NDpvVkO9n5/pdV3Y94jEs1KcnuB02U8GCbwczj9K/lgCW7KoHAPQsdAJQTIKiGTw98+VO/P2L7RlrAvWXz7bho3WHsSCKcSyRHloNngaxx4oOfxCPf74N/1t/GGuqm7qraSmnsUObbphLkQZXP78Ut7yyEvO3HIl9sA5+IyfSGCOIEm55ZSV++uYaSJKs6Ue5Iiox9Cl37B5ZxEUaAMBDn2yKms6RbQa3kcQfJT2BN0JMUqQB9z4Om0WdU+ihSIPMRX8/afEKGiHNbEOEN8/OBEg0SBFyAukJQHg3PFvCuiItRJkpixDk0hNs6U1P6Fno0vxd1+rDaY/Ox49f/S7lbeksvJgky8rNgZ+/6CczXkHE7qMdqGvzY+XexlQ1s8uwCZq+n+Q5I/cbp91quoPbWdGgrtWHabNX4LONNRqDmqIISr/+szXpCYJ5egLzA0kk3JUnKEpYurs+J93eNx9WqoJcNLJCfcwX4Uba6hPwj/k78OzCXdh+pC0l7UsE/vwcoaiSmNS3+7Fwe13KBKDOeBrwaUrZJDzHQp+ekEtjC4te+mT94YRfy4/bkdZk22vb8PWOo5i7sQb7Gjo0YnO8c8Bsgd8J9QkiWkMLnyK3Q3PffmN5NZ76cqfpe7y76gBOfXgelu6u797GJpFIJt52m1Uj/ifNCJH7LV12myENksELBeRpkFnoI9dafYIm0sAs6inT0hNINEgR4UiD+I5nSmW2TEIiuQLHijRIxw20otiNH4w7DoCSLvLOdwcQCErqjmY2oK8PrR9Y9Aoz34+yyQVb7Td2Y8h/JCIp+2rZwyiDsCTJ2FXXptn1eP7r3fhmZz3+7801mnJs7/xksul7mEcamKQncJMttuPV2Zv8rAU7ceNLK/CXz7Z16vWZTFNo8TK8T7H6WKSa8XWt4d3Rw81e02PSCb+TkKxSXLnMuX9bhB+/+h0W70zN2GyMNFCux7pWHy6ZtRhPmphw8ve+XKqCovds8eaIaMALUJ3Z9efFEzEUdq+HFwkONXs1130uiS+AVoT/esdRfLlNiaAqdjsM9+Lle4wlkgHgl+9tQLs/iLteW919DU0ykcZvhyE9IVnVE8K/pctuNXgcmEGRBpmFfsOq1StoxiCzDS1+ntjsCeAnr6/CvM213dfIGNCsJUWEPQ0SS0/INJUpEhEjDUIhjUJo8HLYrHA7OMXUkZ4u+OBlIwEou/QdWRh2GZS0/UI/2Bj+5kWDLEpPYN9DP/mIlZ4Q7fGAKEXcuXz+69248InFeHlJuJQWfw02dSiTv0Hl+RjZr9jweiCCEaJZyUVut7y21Qd/UNTc5BPZXWVlCOcs3Rf3a7IFdtPMc4bFF7NcUkC5qTIy0ftA64qcfeNOqmEL8mW7zRcbyUYfacDGn798vg3battMd0q1okH2jK2xYJ4GLJ0vVxa7/BisF9/jer0uyslnch3z/eBQk1fdfQcij13ZCv977jnaof67yG2HxaI1vo4V5Zdp+dvRiBQV6LTrqickLdJAKxpEijTg0c8TGXvrO7JmQzKX0HvUtXqDGtHAbDOkvj2gzgXvem01vth8BHe9nj5xjUSDFMDnm8cfaaAcmC0XdnuEnT9P6OYpBMORBi67DQ9UDscPJwzEpKHlKWsjj4NztOUNBDsziUgHeq8Lf1Cb562/OfPHb63JvLDtSAgR0xNiiwb6XST+PSIp8H/7YjsA4M9V4R37Yq600U2zVyifH0W0MKQnRIw0MOa3CWLk549V2O/gsluRHzrvkRYw/G/W4sk80YCfNOSSsVx3wF8L7hSJy3rPEna+ovUljWiQRVFcsWDpCf1DPjK5EmnQritJJ8sy1lY3xb1g1R9n5vXA9wN9pEEuCUtBUYp4Ly3OU+6bLv6+GyOSLls8vIDIc0WleoJV83cy4A2W85w2jTBx/vDeqLrnLMNrzH7veZtrcd7fF+GhjzclpV1E/Ojn5S26SAMzz6zV+5vw5IKdaPEKWLkv/anFJBqkAF6QjDccP9vSEyIZIbIbdHjxp3z/u84+Ho9dfUraQnQ1n8udn2yZGOlvWIGg9uYt6BRmgRusvtyWuPlTumCTCH0/ibZoZ+LAtEmDAACnHleivAcnFCVyXZkJfdFEC316glnJRUmSTVVnfkcql4zHukJYNLAh36n4SOh369YdaEaLR9DclFu8mTc553cpM83gKNNoT0MeeDgfW+lnbNzkx1Z9OHpHDkYaSJKMJo9WNPDlyHjEn6M2v4AnF+zE959bin99vSfKq8Lo/VTMIgd4YeJws0+zGIiUypmNRKvuxa6h0oKw6B5p5zsbiSRw6I0QkxZpwM0r8p12jYhQ4LKbliI2EzYe+XQLAOCtlQeS0i4ifvSiQWNHAPydrTVCdOTTX+5EbUtmeCCRaJAC+DCmeCc/riyrbxtpssRuqIEIi790Ybda1PKX/OAfKVc609AvevXlOUVJxubDLfjhi8uxen+T5rnDzb6siahQjRCjeBpcMLy35jm2QL/7nOPxy4tPwks3j1feg+t7rCpDPJhNCvMTEA3MSi7yO+Is/HfjoWZNqownSwSs7oYJLS5HOLWJPydvr6zGVf/8Fr9+f4M20iAD0xMCIm+ESec3Gkfbw/4UqboPsh3iHvlKpQ42zvLnSi8st2sWhLlxTlu8gnqPYBVrciUyhvedaPEKeDqUcvKEiV+FGfooJ7ONBr5P1LR4NfOjXEpPiCZ8loWuoZF9w2l8uZRjH0kAUTwNtJUOkgGfjuB2WDU+T3kOq6nPk2iSQpEta4pcRP/bH27xatYf0QTFVi51Lp1l4zNjBZfj8OOkJc5fXM2/zpILPFJnf+Hr3QDCk69MqUtusYTNarxCuO3Z8nuzmy8TPgJBSXMDD4oyfvaftVi2pwE/eGGp5nuJkmzI3c1UAlxaC48rStnOgtBudJ8SN3563gmoKFYUeBsnFPnF+CduZkJSnsO8ckKktrpCN3R2jvhFCJtcfbFJGwHiNfncVfsasbe+w/B4rrBgyxH86OXlGlWd/WZKeoLyu/PXLJv0f765Vmsa5NUauWUCvKgRqQIEoXDN80vVf8daaC3dVY/pb65GXZsPMz/YiBcX71afO9Lqwx8+2Yxdde0xP5NF95SEQqvZhI7/fH1bctHTgKUmFLntaph5rkQ+8akDnREW9detaXqCnxcNfGjTiAbBjC0HmyjRUuiYGM4vZnPJzT/Sd3HarJrd42Qt8Ph5hdthQ3mBU/273R80reZgZtKZO2cg+2CbYKzyVrNHiOg3dseZQ9R/26wWTRRCNF+u7iYzVnA5TmciDdhN+/7/ruuOJiWdSLmc+h2bZKmuyYDl2vG7Q9mQRy7LsroLxBbI/qCoGXwEUVIXl5JsjEwwy53KRCJ5GvCGovqbZUGEUoi8UBRv7uTS3fX476qDhsf10QQ8ei8FbfUEMfR/SX2fotCkfPdR7aJGvzjZdKgF176wDFc8syTralrHyx2vrcK3uxrw6/c3qI/x6QksLYT9NrIso7bVKDAAkUP9kkW7P4jV+5sSeo22pnluLMK6g8aOgGaMihUBduPLK1C1sRb3vrUOb62sxp+rtqmL+dlL9mLO0n248tklMT+X7Roz0YD1vRpOxNIvErUmd9kxrsbiaKgEbK9Clxrdky2pe7HgJ+ad8T0xeBqYRRpwc4r6Nr/mMyU5O+YZ8RBpDHvl1vHqPZq/d7d4BQSzJOU2FpFSHB02q2ajMFnpCTZN9QQb3A4behcp5cMnH98TVqvF8FlmkQY5oldlBbUtPmw42AxAuTfsDJWBZkIsoDXfZePGbWcMwdnDeqmPl+Q5NJEGQFiAeHfVATz08aaURQ+TaJACtJ4G8b2GLfiyZTcqUlgmC+MWIoSZpxMW3uXxZ1ekAR/iV+AKL6L4QUM/gOgXyZkYum1GuOSi8cIpCPWtIT0LtY+7YvsdCHGe51eW7FP/fdsZYeWXD53WoxfGXA5j9QTN7nloJ2aPLoKgWTehZaJCmz8YNZc02zjS6sNLi/doJvAHGj3qv9X0BM4IkS3cGjsCmgkaf16i9fGgKKkLo87y9y+245rnl+KfocoVjOoGD17+Zo/pDmSAIg3iQl8uM94KN8u4km41ofd4f/XBuN/DGzonxXkhTwNRQrs/qOkreoG8nitNmCslF78IlfSqKHar/jG5Uj2BP0dtJpEhgaCEjQdbIEkydhxpw/4G7bicaKRBmz+IBt39Ild+SzaeFXJCvc1qwfnDKzR/M9r9QY0Al83w87Apx4cNvR12q2YXOHlGiNr0BAB4+65JeOh7I/HD0wcAMHo9ybJZFSZSDVLFpMe+xBXPfovdR9vxvWeW4DcfbASgFQ1avcZINafdath8atV5NAWCSrTBL9/bgNeW7cdXoVKn3U3mrOBymM5EGmQb7SEVbHifIgDhnRrV0yCYWZ4GQHhxx08Cs0I04AQA1t6/z9PmY+pFgmyMNJBlWf0eZiF+f776FNx19lDcPHmQ5vFIkQZAWLSK1whx+5FW9d+nDSpV/x1tt8Suq5/sttvUm7xfYJEGLE/fpooceqFHv6jl7/3RckmzLQrhtjnf4U9VW/Eg5+bMT8iY0OJ2WNVJEdvd0wsDdVzUQTTR4E9VW3H6nxbgm51HO91uVt6SVdxgXP38Uvxx7lY8u9BYns9PkQZxUdemXViYpeowIi3A2PlPJIecmf2xiimCKGkELLP3q+eu01yINFi846jat/uU5KJoED5HZruuv/9kEy5/dgn+8vk2TH1yMa55fqlmbNb/Div3NeI7nau5vprU/hh9KFth4xkzPQSMkX/6qAr9jmmms6a6Ccv3NGj6AB/t+Z87J+KGCQPV5xxWi2ZZHi0qMRHMyrUP7VWI284coqb9mlWZyRb/qlyDn39c/6/lmnKkLrtxLgOE1yJOuxWTh5bjwhGKX1e7L2iInAwEJTRxGy1NntSkY2bOCi6H4UWDXNMMtta04p631mJ36IJ49sbT8OqPT8ezN44FEL4gAmp6QuZ0ObaA7Miy9ATegIcNGusPNGuO0S+K9WJIc4oGmK7ACx8OkwiVK8f0xwOVIwyVDFjKhhlMKIr3PPNiRUmeAw9eNgIuuxW/vWxkxNfYuEgDi0X5TP0NQltGUNve43ooxmNHdAsnPrpAv+DkVels6MM8mw8rwsxnG2vUx/jvF47KMKYn6Hd2+ZtoNNHg1W/3AQAe/Cj5ZafqQ7uKi3fUG56jSIP4qGvVCmbRdvDrI0T9sMUJPymLlQeqT08IBCUcbNJGPeh3lvnPz1Zn/KqNNfh8k3L9fbapVn28d7FLzUnPlfSEaOfo2131qqv8i4uVagr17QEcbAov+n26sff5Rbvxo5dWoEkTcaL9jOqGXBUNwlFgDH006U/OGaqJvmvPgg0Lxq66Nlz93FLc8OJy/GnuVvVxXtQ+uW+JmqMOKHMV/h5sttjvLuIxQ8zE9ARZlnNGlGTw44H+HuW0WU3HUzZuuOxWWK0W/OO6MQCUuZ/+PQRR1swnAinyC4k8u+Z4+umn437De+65p9ONyVU0RojILdXgV+9twMZDLerfQ3oW4ITehdgSWgiwi4DtFEVznU81TMDI5kiDSBzhdlz7lbgN4ewz/rsel57SFz5BNL3RZAJ8m6OZCemFqGjpCYmUMhVESRt2abHgjrOG4pYpg6OKXw4u0sBtt8FiscDt1E682Q3SZbca2nvqcSU42OQ1LJz4xYpeGOBHFa8gRi0Jmanw4ir7frIsq5N0lyOcnsAm3foFAK+2RxINlu4KL+btVgsEUcKOI20Y0acY1i7uCv0xVM4K0IbsMqIJP7kOS0O58+yhqjlp5GOVvl9e4ERDR8CwUOOpbzcXQM3Ov1cQDSKd/nkgHD4qSDJqWrSigT6aoJGbHGbbYtAvAvf/dwM+3agIBVsfuUSzwKsc1VcNJ88VkauhI3Ja0o9eXmH6+I4j7RhUXgDAPMorIErYfbQd4wvKABhFA33qmU8Q4RNE/PK9DTjU5MFTN4zFgLL8hL5HJsB+C14o0EcaDO9TjLUPTcWNLy3HhoMtWSWsba8N+wy98u1ePHS5slnAz8HsNosmutFhs+KyU/riuYW7cM2447qlXXy+O4/bbrzv64s8ZKBmgAc+3Ij3Vx/Cu3dPxvqDzTh/eG8c1yP7rgee5iibFpHStJk4zua7Bdw87lCzbhMpKIEPak1VCee4RIMnn3xS8/fRo0fh8XhQWloKAGhubkZ+fj569+5NooEJsiY9Ib7XzL5lPG7/96pualFyWFPdpBEMitx2dceTz7Xn/59JogG7MPkbfCABV/10IYTuAhZLZNWYH7DMjBC9goj3Vh/Er9/fgFnXj8Hlo/t1W3s7C+87EG2Rrs/9ihZp4IxihKgP6/cERM0N9vjehTHbom8PCxdUIw0Cyndi6SEFLrthETP6uFJUbaw11OXllWl+wSlJsmbnI1t3BG1WC6TQeWE3QEGU1T7ustvU34qJLvrJOe8D4RMk+IOi6ifBuGl2eGHgtNvwp7lbMWfpPjxy5cm4efLgTre/xSvg5SV71b/N0mQ0Rog5sgiLlwc/2oT5W45g7sYaLJt5QdRjWXrCgLJ8RTSI8lvtqG0zfbzFIxiiApo9QlTRIJyeEPI0CEqGRY7++tKEl2bRgggAPj9oxVeHw5EFbT5B7Zc/Pe94jB5QiiaPkiubTdUT2nwCrBaL4Rr8y2fb1IpOibDjSBsuGqnk6UcSsPbWd2D8YEU0YB5Pke7RnoCIzzbV4H/rDwMA3lpZjV9dMjzhdqUb3qSWYbYgKnTZ1QVtNkXCRSqrKHCP220WjUDssFkwoCwfax+aapibdJXP7zsLq/Y14drTzMUI0/SETAwt4JAkWY3uufKf3wJQKiKtevCidDary0SLdIwsGgQ1z9ttShqDVxAN4nVAFGGXw++TqpK4ccWK7927V/3vT3/6E8aMGYOtW7eisbERjY2N2Lp1K0477TQ8+uij3d3erERrhBjfIDJ6QCn3+sy86JkTKIOfVLCJWUeovJBXFQ3i0qlSglM1QjSGQmcyLEfNbrWoHhJ69OVZmGjAyiD1LnLhF++uhyjJ+Plba7u5xZ3DE5qMm5nCRKOzngZ6nwe2GwQAv/veyJi7owyHpp6yMlEKG/gpn8F2J8sKnBo1uTTfgeN7KeLEwebIIa38IkofRZJNk3t+bOO9ILyCYuzJiyMue7gWNdvt1ZvS6fP6zG7cvDbkslvV/O3ff7K5c18iBO+nAADtfuNna0SDHDKzjAeW913T4osZ0VUX8gkYVK7sNjEvkJV7G/HQx5s0oZ9rqs0rWLR4g4aym7EMYPWRBgFRMlxP+mgCfhGUbZEGO1u042q7P6hec6zykd7TQJRk/Llqq5rOkGl0+IM47++LcPmzSwz9rDOCAaA1ZvVFOMf8MezaHxKKTmAw0doTCGp2seMpB5qJmKUnjOpXYnosu/dmQzQnQz8neCmUsqKJNLBaNaIBO8fJFgwAJWrjpkmDIkbEuczSEzLc08AsvSxS9Fg2ES0FOFLkbJtONADC96TtOnHcH5Q0olaq0jsSTjD/3e9+h2eeeQYnnXSS+thJJ52EJ598Eg8++GBSG5crdMbTgB+EM1WZ1Q/+Zq7+sqx0ejZZy6RIA9P0hCyYyLMblt1qxeu3TzQ9RiMaBCUIISPKPqGFb7TQqUyBVbUwC/OORrQKHeyc6/uuTxBx2h/naz8/IKqL8zEDzCdCZti5GwIziOI9DWRZVkWD8gIn8rnv16fYjePKFE+Dg01erD/QjGmzV2DL4VbNTcEfjHyzyKbcQH4RpzeMavEKmu/JV0+IlJ6gXxTGKqnG95WuarNNus8yMxvVpCdk0XnqDEt31+Ovn29Tr7U+nOi2aLu503OHP4i5G2owf8sRAMCgUMg2mzhd969leG3ZfvxnZTU+XncIL3+zJ2LZy45AEE0d2nMSzahQECX1HsYbIcYUDTgBrztCrw81e7F0t9EfIxno1x4dfjG8exwas1iqExtXPttUgxcX78Hdb6zpljZ1lT1HO1DfHsCeox2aMrZdWTwdbfPjo7VKf4skDPGlX1mY8anHae8bQ3spIoJPEDU+CdU6o8RsIdxXrHjhpnE4Z1gvPHrVKNNjs1E00F/Pf6raGhonwtGeNqsFhZwRZFdT3LqCvnoCkPnGyGYVTLKdw81eNYrIDLOIEB4zUSGoO4+BoKSJmE3VvC/hbd+amhoIgnEiJooijhw5kpRG5RrsXFss8Zui8OFeAVHKyLzzaGIGn1u1Yk8jGjoCcNqt6k0zE2AXJn8tZqpAw8N2ye02C3oVuXDVmH74aJ12gGrlFiyBoKQuVnoVubCtti0rbtzshp1MoYlFAejFoepGj2FS6Q2EIw0Suf74xW9RaPHBPA0kWfnsBjXSwKWJNKgodqu5fM0eQQ3XO9y8BpO5sk78DryhBFgWLUYPc3l6ZlED7Hd32q2wWCyGkov6cHD9Qj3WznIyo7j0HgVmY4nfRPhZursekIEpJ/RMWlsygRtfUtJA3A4b7rngRE2Unb6kIuMPn2zGu6ESiQAwLBRJpZ8QrdjbiL99Eb3yRbvfGGkQzVCRv27UkotBSY14Uo/j+qksy7prMfnX3hl/+QoAUHXPWRjZrzip762vZNsRCIYXgqoju9aPhXcB7/AHo0Z2pYPaCBVU+EU6oIiQZtfo0J4FBg+C/Y0e/L9QZF6/Erfp6/ndUXbvGjuwh3pvLslzqPdfT0DUGGzqzTazBT494ZJRfXDJqD4Rj2XzLf04qV/UBkVJI7ynE7N0o9oWnxpFwPyLeF+ieCszdQfZmJ7Qlejexo4A8p22jFsfXfv8UhyOUlo032VH/9I8HIpwH+Q3M1h6gp5AUNKkymZspMEFF1yAO++8E6tWrVInXKtWrcJPfvITXHjhhUlvYC7AfqdEyi3yIc5vLq/Glf/81lCGKt3oF14ncxMaqzU8wd9So5gijjmuNKPSE8wc+bNBNODTEwBFCNCjT09g36skz9EtYXPJRpJkdYIfzaMgUSIZIZqF9HsFUR2sExINuGu3WBdpAAC+gKSGV5cVODTXRJ9iNwpddvTID9fxBYDdRztUPwQgeqRBNqUnbOI8UfQbIs2egLrIZpFX+ioU7VEWgYAS5n7Hv1fhsaqw8/XQnmHhsrPh5HqxQXF/jl6xBNCmJPhD6S83vrQCN768wuCwnok0tPvx6KdbDKlpevjfZ2co9JoPQ61rMzej4wUDQPH3AJTzzf+eR3QTsiKX3SAuevxBjccFEN1zgIWd26wW9ZoMiHLUSANBlDX9VhDlpIYD8+1l99FkYrMad6/8nPEoYLzm+EV5pMoV6YRPC+JFg2268N5+pXmmrx/aq9Cw07errl09r2wxcPc5x+OHEwZi2iSl5G9bqFqHIEpqXz1tYA/1PY7rkaf+lp6AqDHQbPcHsypCjMFXAYoFWwjp51j6eWQmzcHMosVavEI42jN0r+c3+fqWmPerVGA2T8n0SIPOGgLXtflw2qPzccE/vk5yi7pONMEAAPIdNrx2+4SIz/NiwAOVWq8Ttozk046B1F03CYsGr7zyCvr3748JEybA7XbD5XJh4sSJ6Nu3L15++eXuaGPWw67ZRNZqFotFHYgf/3wb1h9oxtshs5BMgSmEpw/ugWmTBuGFm8Zpnmcdn6lpZQXO1DYwBmYhQNmwAy+oNyyl/b2LjLn2+lrIHi5XqjTPYTg+k1i9vwkn//4L/HGu4kTfu9goinSWSJ4GZhM2b0BU+3giooFDk57gUB9jIo9HCGoiDXoUhM9H/1C5xZ6F2u/cu8gFrxCewPDqvN6YK5siDQ5GUNoBoKlDgN5oS19yMVb5rg/WHMKCrUfwr8V71FQF/ubaWYFFb6QZ5PwXWDqN2WRI42kQlDSLwj31mZ/X/MinWzB7yV5c/dzSqMd1cL+rLMuQJFmzSNKPT2YRH7efOUS97nyC1pBQv1jt3yPPkMbU7heNokGU882umzyHTTNOsJQG5gfDiwZm5zja4k9ZcMR/j+H7Ryom/4FgeMHL5h/5zvA5CIqSJre2oSPzco/5aBJeNNCXJR5cbu7O3qvIhZ6Fsecq5YVOPHb1Kerueqs35LPCnbOTOM8ht8OmiZTS9xN9HfZsQC/qRkNNT9CXg9b9nUlmombpRh3+oGqEyEcVrnjgAiz+5XlqudZ0YFY9QR9pwC9DMkFQ6Oxid/kexSMn0m59uojnN8132lTvKjP460lv5Mzm763eoM4AO0NFg169eqGqqgrbtm3Du+++i//+97/YunUrqqqq0Lt37+5oY9bCJqnM0yDReq3RcrMzATbYn9K/FI9eNcpQMojdsP+zohpAeNKVKfDRHIxsKIPG8ukcoRtWzyLjBKdVt5hik2WnzZrWm1o83PrqSngFUd0ZSmbpHWcETwOzhXa7P6j2cXcC1yIvMBRxuY5swXv3G2uwYKuSylVW4MSIvsVq9Me4QcrOlP5a6VXk0kyGo6UnZNOOVWOU8mf7Gz2GnaxY6QmG92gIhxnvDi3K+d9Hf97jTVfQv04xzQxH8wDmkyG9aMC/T6xUikxg1T7FPyBWHmobJwp0+IPKYpmb4LR4w69/+Zs9mPDnLzX55wBQUezShNvy51q/WO1XmqeaFzI8gaDBGDNaf+GjipxcRBKbjDEhj19ImJ3jSNffrrp2nPmXr3DX66sjtkEP/1l6oSUZCJL2HshHpbHJKn+/aPII2HCwWf27MQMNy3jfCn4hvl8XyTOir3mqR89Crc9MJFjUAPO/YOennRPonXYr/vz9U1BR7MLvvjcSeaEIFq9gFA2ywWdID+sr8cxVeU+Dxo6AKp7p78Xd0c87i9m13BEIcpEG4e9dUezGwAhCVKowTU+IsojNhNSFzooGTm7+nklm8UKEihs8sVK6NCVMdeeU3ad++p81WLm3UX08VR5JnV6VDhs2DFdccQWuvPJKDBs2LJltygn+9sU2jH5kHt5ddUAVDRKNCtcrTPpdk3QTSOCGAQAlGSYamI0zbb4gvt1VH9UwK92wybctNGgWuYy/q37Xgi/lkmnnQY9eqT2uR/zhfmZCkPZ5ttuh/Qx+4c1yVlu4fOhEIg34VAR+95M9zu94lRU40bckD//9ySS8cftETAn5FpTkaYUgf1BryJYr6QnRcsz/XLVVvQ7DpSuV35M93h7hOnXqopyAcB49/3vp0xPirUWv/839XFg3E4pM67nrzhv/eZk2vpsR7wSPjwBp7Ahg82FtaD0/Pv1x7lYcbfPjT3O3ao6pKHZrrrtoi4k+JW6DCRgTKzSPRRnX2XWT57Rq0piYhwELZ+fPE79oYn0uUumr15btQ5s/iK+2mZtAmsH3z+64rvVv6Q+Go6uYUGe3WVEUGsf2HG3XRNk0mkQa+IMidtVFT1/pTviUJY1o0KgIiBeNrMAvLz7JYFLI6FnoMpiymsFEYHa9s8/acFBJuWJj/40TB2LFAxdizIBSTXqCTzd/yobrX49ZycVIsOtjwdYjOO3R+bj/v+sBhIVIhn7DI52Y+RN0+MWwr1SGpXqapycoG5iXzFqMZ7/aqXkuEyorRFrsxhIC+GpLmZTSEs9vGkuUdEaJNODnDC8sCleDSVWkQcLJwrfddlvU51955ZVONyaX+OdC5WTOWrATk4YqC4FEPA0AY8hXpi1kY4kGf7h8JP7wvy3q36yEU6ZgprI+v2g3nl+0G+cP741Xbj09Da2KDVO5mQlPnolRoD4Xj4kGjiyINHDYrZrZbHkCaS38jSTie0MxOONhi8AzT+gJp92Kwy0+NHLO650VDfhUBbPzxFJ2xg0q0zyu9zTw+IPaiioCH2mQvdUTou38ipKMD9YcAhCegOdxodL868sKnJoFTFmBE7WtPs2iiy1k+UWdPmKg2RtAz3ztbfHbXfVw2q04fXD4HOkXcP6gZIg0MKvEwj8WlGTN98+Gcn3xhlDzE/+GjoBa4aDQZUe7yWIeUM5lvtOm/g59S/LUtJ6gJKvh32b0KXZji1UrTHQERE1pRvYZPMv3NODjdYcws3KEJj2BiY+CGPZWYWIiX0pLH54dEKWI1x8/FkiSHJfLukY06Ibrms0zi912tPqCpp4GAFBa4ECbP4hdumiQepNIoT9+uhWvL9+Pl28ejwtHViS9zbHwcOeYRcT4gyJ2HlHaPvPS4RjaqxBLd5lXpOhZ6NL4/jhtVtNrmUU9sQiXjoCIr7YdwfQ3laoSZlV/wtVfgur8qaLYhQON3qyINNJjVnIxEuyYTYeU6/R/6w/jmR+Oxd1vaCNvMilNQ5+GBihC2YMfbQKgvaYzAbN5yuvL92FbbZv6Hz+f0jvyp4NIC35/MLoBPO8d1e4PZowZIv+bTj/3eDzHLewZzPy6b4kbNSb+B3yaiT565EcTB+LNUPR2Sb5DHeMCKYqSTrjHNzU1af6rq6vDV199hQ8++ADNzc3d0MTspt0f5CINEhMNDrdoc3Wi5WOmA33uo55bzxii+Vufp51uouUeJbIblGqCXPUEQDuosMmOfketnRMNMt3TQH8jTsSdO9YlFl4MmKcnuB1WdWHKQpudNmtC5pH89cDf2MzKIfWKcE3o0xM6AqJmAcH/W787nkmqeyxiLZTfCxnjsT7AT7oBrWjAY+af0uYLQhAlzU6APjRWv9vX6hPwo5dX4AcvLNOkhOgXcH5BVJ9niwhRkg356/roA36hkA1eFPGWpNWE1XsFHAmZ+J7SX9ndNYsaECVZvUdeNLICpw9WUnWYKB1NNO9T7DZc+x5/UA35ZteTPrLlxpeW462VB/Dgh5vCkQYOm8Ykl50jZnDGpzzwO61s0hrJDZwfpyNFyOjhx6nu6B/+0Nuz6DNFNAhtBtjC4xUT/NnCm2GWnvD68v0AlEghPZ9vqsWT83d0ay51h8nYuOlQK/xBCeUFTgwJGaEyvxk95YVOjB1Yqv7NO+PzsPPNp6A9/tl27nXG+1b43hLu/2oZ5Ch13TMVdQ4Yo4QcYD5PNPvOZuaD6cLM42ruhhp1TMg0U2mz8/DSN3vxzU5zgUw0EUW6m0BQwvurD6ImtL6JNF/xCSLeXlmNL7eaV+ULpqHcYDzwv+mo/uFoJosFmDqyAvlOGyaGNpLn/HgCLh3VBxMGazeN+DGFjzRw2q343fdG4sxQpSX+WsnYSIMPP/zQ8JgkSZg+fTqGDh2alEblGnzJxUTQb4RnkkEMEFaZzQwFGXxZkWEVkY0/0oGUQXlQiaCmJ1i1JbEAZYe6vj1g6CtqnqXNgtIMi/jQo+9PZjs2kYglzLm4vEoevrQiW9y/uHiP8po4JkSaNnATCX5urI80uOvsoRFTRfTRIJ5AUJvfHcWMLd4Q+0zALFy8rMCJfKdNU4aMTcD58F4gHIqsFwnKTYzM2nxCzMmFIhqE02H4neoDjV6c0FsZwwyiARdpUMwtRvxBbfkw/aKbFw0yaeJjRiILPd7ToM0fRF2rsiM9tFcBlu1piLibyMapx64+RfUActqt8ATEqKJ531K3QQhs9wfVRUmfYjeaPYKx3FvoK2063IKpJyu74rynARDe+exXyhZ3xvQEl90KFuSkNybVfxagnOviCItWHr6/dEf/YG9ZmufEAXhDaTbGhSC7Z+yq04kGUYwQ7bpUMUmS1V3lk/oUofKUvl1uvxn8vY9FghxoVPwMhlUUqf2KldUElJ0/1r96Fbnwy6nDYbdaMW3yINw8e6Vmkc9gFTYcNqsaIcP3e7MITDZ+8YvlimKWDpc5O+zxklB6gsnvsf5gi+GxjBINQtffRSMrMH+LsnhduS+cRx6pdGy6iDYXZ/CjeDCO/Ptk89qyffjj3K3oke/A2oemRvQR2320A7/5YCMAYMcfLzX0H35szCQDc+ZpYLFoy4W77Fb8a9o4TQTFSX2K8PxN4/CHTzZr+hUvOPLzPlZe8uKTK7BkV71mzDiQorKtSYmtsVqtuP/++/Hkk08m4+1yCosFnY40+Mk5WhEm024q7KKNtqjiB6UTexdFPC4dpEFkTQqqEWJoUsbvYLPJnT6sjk9P0BuGAUjI0bu70d8c4ok0+L9zjwcA/P7ykVGPi1hykRMN9Lv8nQl7mzZpENwOK64c0099jD9Pv5g6DA9Ujoj4ev0umCDKmsXK01/uxKcblPrfhvSELDDzZJgJoa/dNgF3nqUd+9gCi92E/UElYkCNNMiPHWng1XkImMH7WCh/h3/zBs6x32eSnhCONLBrHucxRDZw759p6Wd6GnW7gtFEBH7iL8vA3pAJJXOMbvUG1aoKDF6I4YVCNhGOJpqf0r8E55+kGDEPKFNEH08gXD2B+RHwaSV8xInLbuM8DWyaaCcW/skqmzRzFRDU9ASHVQ0pjbS45x+Pd5LLp1F1h6cBizRgY54/KJk64rN0qZ06r4KGjgAe/3wbJvxpATYcbNb8pvruwacydOdii7+O2Fh4JFQmsoKrxMOPsReMqECB04ahPQswpLwAJfkO/OGKk3F8r8KIonUxtxvIxie+1Jp+jADC4xcTWxw2izpWZaWngZC4ESLPK0v2qrumDL5kZrph84QfjDsOP5wwwPB8JoT388TjscCPKenwNFi2uwFAONomUmQWfy/mDY0ZvPCcSdGVfEl0fu7osttgsVhM55P6KJxIkQZsDhmPSNddJC0hZ/fu3QgGM3vSkyrMangDiRshXjG6n+bvQylSkuJF9TSIom4eaQ1PFMxyutNJJjmuAspgE89unlpyMdShBpblY2BZPorddk0Neh42QOe77KbpCZky6Hb4g9BfJpHCQ3l+dfFJ+PY35+MH4403dh62GPBzooEsy6pRW57DZojE6EwA4iNXnox1D03VlNWJZJBohtnz+nP0s/+sBZDd1RP04eIXjqjAqP4l6KFb9Oc5jf4dPkEMiwaFsUUDnyBpcnDNJlj6iTsvGvAh96bpCaHzkO8M58TrF4cGp3A+PSGQGddgJGp1uZfRxgx9Kcw99cqkj0VqKLn/kqYKQ1jYtGgmUWyxYSYanNi7EK/dNgGl+U789PwT8PAVJ2PW9WMBKBP6ujbl/sN2c/nzVtcW/j5WS/i6yXPYYLNaDKHHA8vy4bRZIUqymofK/DHcdpsqnkeaBPPXabzjbaAb0xOCogRRVr4jX/FD3QzgJqbsnsHu5+w+s6WmFc8v2o26Nj/eW31Qc43o72V8n4hmgNpV+PdmvzkTsfixnY/mOqlPEb78f+fig+lTDF4T+RHuP7zowAuFDLPzpaYnhEQDt91mqL6QTbBFdTy5/WbzRKfdCjm0952v86vJBHjfLmbCyzOqv3kFjnThiEO84ceedIgefAltWZYjjoW88MyiPhmtPkGNQgAyK9KApU3YrBbNnC+asMZfP3ar9v7HRxqw8SOdlfUSTk+YMWOG5m9ZllFTU4O5c+filltuSVrDshk+jNKCsOKeaKTByL7F+PUlwyGIEp6YvwNH2nzwB8W0qkw88ZTbGTOgFOsONGdc7heQWSY2kiTj8meWwGa14JOfnRG1PGdYyQy7W39271kISjL+PNeYRwqEdzaKXHbTc+EPSihIs+VEuz+Isx7/yhAKWuCMPUxZLBb0L41dZYFFLVSHym8daPTg/TUHMXdDDQBlgNanBnQmXNJMUXZzC95Y0ROF7viG5tX7m0yMEDPnBhoL/e46uyT1RpC9CpVFH28Q5AmI6iJFb5Zp5p/CRxq4HTaIkmyow62P5uLN97T5g5EjDdx2JbxdEEVD6KVfF+HChynz5/GLzbVYvOMoHrp8ZMaM9zuOaHeZvYIYUQhu0y2AmD47qDwfNqsFoiSjxStoIn4aQvnxhS67Zvxjiw0z/4ufX3Aizh7WC4CyyL1lymBN1BQ7n31U0SD8HL/b3dgR0BghAop4we/EFbrsOK4sD3uOduBAowcDyvK5tCaren+PJNr5OxNpwH2XZBtl8r+FGmkgiKoozU9c9ULqSX2KsKe+A0fbwpsCLV5t+o++LCd/rTV7uy9/n095Yu1hn82LsTarBQ9eNgLf7qrHTRMHRUwViyTwFplEGvDcd+GJhsdYSgO7x7kcNlWUSOb53VXXhtvmrELlKX3xm0uHJ+199eijHqNhtsOqRLYo79Ej3wlPwJtR3i7s+nParLjs1D545du9muf/es3odDQrIo4YRtCAVohMR6QBf29uMkkZY/Bjy7urD+JvPwj/1kt3NWiOzZRNLyD8mzqsVs39MZpZKL8WKdDd//jrht2b0ikaJPzJa9eu1fy3YcMGAMA//vEPzJo1K9nty0r4CVNQlNX0hGgLQTMsFgv+79zj8fPzT4DLboUsQ80NzQTiEQ1uO3MIBpXn4807JqaqWXETj+Nvqqhv92NLTSs2HmqJmYYi6IwQAWWgKclzqGUY9aiTJrcdg3saawmna3d648EW/PLd9TjS6sOuunbT3NFEjBBjwRYUn22qxcaDLTjnbwsxa0G4DFGeSXpCsiYxvOpcFEMUiPU845rnl6oVBhipqtfbVWRZNggybOHFCzcXjuiNO89WTFWtVou6I9XiFdQxSB9ZwEd4XBVKEfFxtdHdDqtpTWt9rXT+WuTH9WjVE1wOK1zMFE83mdGfGz6ygRdQfvL6ary5ohqfrDtsaGM6ONrmx4xQiTRGtDFDv2Bk9Cx0qWHdrT5Bs7vKXqO/n6iRBibpG2aVYOw247ntU6JMVA82efCPeduxrbZVcy9t7AiokR5soqcXld0OGwaVKWPn3lC4LO+F4o5wzhneTqUndJ/ZF2uPxRLeNeerXvBph3oRb1iFMdWwySNorotmT0ATzcdHGnQ21VKSZE2akBl8RAr7zdg4oxdj7zhrKF798YSoZYgjiQb8ZJ5P+SsrcOLL/3cOrj7tOMNr2D2AN97NZ4+Ffjt92k5neHNFNaobPXjha6NzezIJRz3GnkuVmwi5rV5BTSFh991MipRj389ht2LcoDI8etUo9bmbJg3EyH6ZFWmg9xGJRbrTKw42eSKOlx9HufcZxPgMSsnkS6K77XFGGtjD500/3vDrFFU00N2b9HPW7iTh2fjChQu7ox05BT8Rbg8E1XCVRI0QGRaLEq7Chw5mAuHqCZF3wq4Y3c+QZpEpjOpfgs821QLQGiGlBa5vxJpQsv5kN4mUcMSI6CjNc2D0caWGx9Ol1F7+7BIAyqSd+RLoiXcBHQ+nct/9fxsOG/Ju3U4bSvO6xyiSN8UpifEZRS7zm4DbYTVEEmwP7QCz0mDZ4mnQ6g0aJi1MNDilfwl+dt4JGNKzANeM006+C112eAIi6lrD4eV60WB4nyJcOaYf8hw2nHpcKT5adxg+rsKBy24z3WWJlp7AL6j0E1t/MPzevJGeIT0hihEiW0jwE6AWr4D/rT+MP3yyGY9dfQqmntzH0OZUYOZgHU1MM4vOyXfaVHGzySOgxStoHLAZ+vMSLT0hUvnYAqcdPkHZzbZawrtbe4524JmvdmHe5iO49YzB6vH+oKSKQmYTM6tFmbydWFGEhduPqlUE/FzkCht64/E0iHe89XdjegJ7v3yHTZ2Y8iIO//316UIj+hoXSx5/ULNbLogy/jR3K460+fG3a0/VXD8tnczff+DDjXj7uwN4/ken4dIIRopmlWVYnnwiprqMeF7D36OG9CzQiJY8+sgct8Om1mzvCCjGnVc8+y0KXXZ8+vMz4yrLaQbf12RZTnjDKl70lZyi0TdUspTHGxDV0teZKBroU3BHHxd2w0/mZkaySDR6VkyDESI/9h1t80dM54o23sXyCkonLPrGbrXA7eTS7KKcG/65fJMxgsGihPUCxIm9C7GiyWgq2h0kvNV6/vnnm5ZWbG1txfnnn5+MNmU9/I6ULIcnO12J0GcLRLNJVroIxBFpkMnccdYQ/Oy8E/D+/03Gol+el9a28MaFsSaHvNGKHjMhgWdQzwLTY9J9o950uMUQKs5IZv3di08O1w3frXMCB0I5pib5qcmAD2HtURBdGY4klEwKleoxIzzpypwbaDSYsR4/KWc3TIvFgl9cfJJBMADCu4XVIUf0Qpfd8Hu5HTY8dcNY/OWaUzW5suH0BKupgat+YaqNNIjmacBFGtit6s4BiwqqbvAgKEpRjRBZuHhTR/gxSZbx87fWoqEjgDlL9xnamyoaQulNPQud6F2kLMCjGfPp0xOU1yqvY7uya6ub8Pd52w3HXTG6v+ZvNhH2mOTBRxQNuD5VnOdQw8IZ24+0GTwa6kM72GaRBvlOJWT0xJAnAzME9AXDO8YsuiSyaJC423d3GiGy93M7bOo9nPVxm9WiuU+MH1ymmb+M6l9siObwBUXDdfHykr343/rD+GjtIV16Qnyiwdsrq3HGX77Cij1KOPLb3x0AAHwaSiczg/8cdn7YY50RoONZHPJju9nimGFcEFi5MrIi1h1oRnWjB1tqWuP+jczgRYJIUT/JgIm+8aQnDO9jjE7xCEH1emFifXcYfnaWgM6zge8LRRkpGmR+pAEfbdfuD0aMEuA3BQzfS9fsTEpP4D0N+LlrNOGOv9fohR8+0iCSaNCnJA/5ztSswxL+lEWLFiEQMOaj+Xw+fPPNN0lpVLbTqttl+Wp7HYDEPQ142AIxHSVSIhEQtSpstuGy2/CLi0/CuEFlSd3N7gyayWGMBbzAKZl6Yrnnsrx/fVfMhEG3O82xGBaLBTdPHgQA2FbbZng+z2nr1G5UPPC1v/sWR/dfMCsZCCi5xJFgtdQzKVQvGszciBdQon0/BpusMdGgR4HDEO3k1BgJhUOCNeHkJhFS+mtPa4QY2bRQ42ngsKm5pYIoY/6WIzj7bwvxq/c2GHautEaIyn2jgXOZ5z9na02rob08QVHqclhzJJj3wtWnHacuqqMJjWYCYM9Qn2YL/T9XbcPq/U2G426ZMkjzt1o9wSQ9wczUFdAuzordDlPvhd1HtaLh0ZBowPoLHzLKXs8qKDDBQe1P9nB/8sWRnhDvNcp7GiRbDFQ9HJzhyBgm9uhT9/qX5mF4n3B0Qb+SPJTrTHAUUc78ezV5BLRzQlK8IvU/5u/AoWYvZvx3vS5Sw/z1sixrIg3YLiZLjYjHH0dPPHMDXmiO5q2TpxPA3Xab2le9AVFTwlJvJpoI/G/VnYtwNVUyjvQEXoRi/csbCPvMZKLorXoahMYCfm6QiZEG8ZwHnnRsQvJzTU9AjCig8usoQdSm7OgjcDIp0oD3HOOv92jG61rRQPvd+OsmkmjgsFpwx5lDOt/oBIi7h23YsEH1L9iyZYv694YNG7B27VrMnj0b/fv3j/Euxwb1bdqcO2ba0RXRwJGBkQbsxp2tkQY8Lrs1rWaNiRhesT5gFoqmDxPku9zxvcKVFfTiQrojDQRRNiwKzh/eG0//cGzSP2twufI7HDIp++V2WA15rxOGlCXlc88e1gvXjjsOv7z4pKg5tIDWmfumSQPVf085vid+dt4J+G3lCMy+ZbzmNfpJ1666Nnz/uW+xMCRaZhLVDR68tbIagDIuvnDTafjhhAG4efLgmK/VRxqU5TsNixwz92Efb4Rot5l6Gugn2K3xRhoERW2kAVfa89mFuwAAH6w9pAqtbJHRpDFCVJ47yFXJ4VNNooWeNnsCmPDnL3HX66tNnxclGTe9vAJ3/Pu7TlWNYV4jpfkOQ162Gey3+jGXAlCuizSIBKt0wAinJxg/L9J78ZP7kjyHYYcXUFIVeJjxlll6AhM6WJRFfci0MexjEa6ekNSSi92ZnhDg0hNC35mdNzO/n++PVeZ3V43pB6vVYkgJ8glixAVqq0/QCEnxitTsnDR0+NVIkGiwUqx8m4DwbntnFnrxiMh8pEG/KKKBWegxi4LpCAQ1okFbF0oPasXI7ru3h+ci8c2d/hAqifyHK04GoLSN7Twz0TujjBBVkVc5b3z/iae8YaqJp3oCTzqMEPlrv8MfjHssELgNU0l3D8ukjRIWvWG3WeJOF+Gvn2jRwqpooDvGbrPgxzqxvbuIewQdM2YMLBYLLBaLaRpCXl4ennnmmaQ2Llup04kGzLinK2llbDGYUZEGwfAkOduxWCwodNk7bdDUVfhcZyGWp4EUDn/So1eaC112dSLID2CKgBV/SkR3EwhKhtDwv/9gtGnpvK4SLXzUadN6Glw4ogJ/5MyPuoLDZsXfOQfgWLz/f5NxoNGLs4f1whvLlQV2vxI3fnHxSQCAlXsbNcezSRebKN//znpsPNSCH7/6Hfb95bJkfIWkwdd7z3PYcMmovrhklHmOsh42iT8QWlz3KHBGNM9j7w8ofVz1NHBYYZe4G7XVgqAkR400aIviaaAp5+iwadIT+HrubMzske9EfXtArRjAv+e++vBilt9t5Cesq/Y1YlttG26cMBBWqwVba9rQ2BHAgq1H0OwJGNzuDzV5sWRXPQBgZ127qZFdNFikQWmeUxNOHQnW7gtHVODVb/cBCE+MzJzmefTpSGzcMoteiCT05utEA/0OL2Cs/a2KBibpCWwcYlU8FBNOrbGmBax6gvn4zU+O4/UmCqQiPcFphcsQaWD8vW47cwgmDClTo4GMooEU8T5ytM0PiYueSnSSL0laN/VIn6O/h7DzwyIOOlP2OR6hYUBZ2Fw4kp+B2efz6QnegKgRxroSaWDmlaLHJ4j4Zmc9Jg0t04jUiSCoc5H45oC3njEEP5o0SBVLeR8pJnqney7C2HGkTW0fG8/zuXEkE6Iz9cTytNKTlvQE7tqPlp6gRxBlsEtRL3ZkUqQB8/nQ35uipSfw85VoYpQt9B76NVestORkErdosHfvXsiyjKFDh2LlypXo1auX+pzT6UTv3r1hs2VGaah0wyZ9J/YuxM66dnVXoiuRBqwDChkUaZBLogEAg2jgCQQNubDdBX9eYw3k0cyH9ANOsduhLnb0AxMvbTW2d18JrHjwB0XDhM9sJzgZ6E29eCwW5Xd65dbxWHegBfdfeGK3mUjFYtygMowbpIS1fe/Uvmj3BzUTUn3YrN5IyiySIlPgF8s3nD4godcWhkwiq0OLPiXSgM8d1F4HbBHqCxhLLjLKCpyoa/MbFsLxV0/QRhrYufQE7XHaag9Bk13RA00e9bG9nIDA71L+eM536nV906RBmkVoqzdoEA3quZSH+nZ/wqIBizTokR8O9Y+2iGWhpT24drDfRO9DcPc5x2PqyRX4y2fbcPVYY7Qiu7/oy3NGo9DFm446TH1R9Ma37DualbViJT2L8+yq4Wh9e0DTn1iPizQJ9pqEzccioPO66YqpXSAoodUnqN4SvBGi3tPALHrQZrVg9IBS9W/9DrxfCHsaMBGOcbTNr3nPeCb5fESMzWpR51FAZMFK/zi7LgQ1Nz3x345v9y2TB+Hfy/bjzrO0ocATh5ShR74DTrsVpw0qjfheevHKxUUaeAKiJtqOjR2dOefaeYz5b/XUlzvx/KLduHBEBV7WRa3xHGn14c7XVuGcYb3w/6aepHmOGekl4trvsFlNRbxeoSiedEc9Akop5qlPLlb/ZgKi1WrBpKFlWLG3EReMqIj08rQRafE4/dzj8cGaQ6ht1fq4pCXSQIgeaZDnsJkKR4GgBIQyovRz5EwScCJ5jkWL8HNG8TTgYeOAWXpCqoh7RTRokBL6IGXQTnemwsLohvUpws66dvXG1ZW1B8uRTcdFHolsN0LUo1+E/fLdDfjnj05LyWcHEtiFUs2HTNR9/U2Dn9g5TXKjGEfatDeTVCOIMtp14cfd5ZVRHkU0ODlUQun84RU4f3hmTAosFguevdHYD/X9tUSXnqAP4cskmAnixCFluGXK4IRey743W+SVFWjTE1x2q2aSzULYD7f41Ampy27V/D5MNOAnrIIoYeOhsCMxH2mgT6XRexo41XQySfM5bPw286xg563FG35vFh3Av5Zvy+bDSvv4BWmriQkhnzLX6k18B5PtDJbmO5HnUH7/6OkJShuK3HaMPq4E6w+24LzhykYDn/89YXCZWkf+vz+ZbPpe0dITIsGLveWFzoR2mFVPA5NIA4vFgl5FLhxq9uKzjTVhI0S7Tb2/R4o04FNNWFWEDn8QdpslYgUiQXcvYBWUnlqwE987tS/GDuwR13eSZRk/+NcybDrUggUzzsGQngVc2T8bJ8yEr49Y6EUcHxd5MfXkCgyrKFLL2da1+TWpJPFM8vljrBagkRO+zEwxgfB1abEoJtQsF5r9jp3Z4Kg8pS/eXlmNk/oU49eXDsf3RvfD+EHa37280IWv/t+5sFgQdaPBbrOqohOg9TTwBIKaMUaQJHgDIi57+huM7Fdseg+IBC8aRFqEv75sPwBggUllFJ6nv9yJDQdbsOFgi0E0UNMTEsyl1/9GFgtUj4x0iwb17X6c9VdtlTh+LJjz4wlo9QroXRw5YjFdRBLFXHabxqOFkY7IZU16QkA0CKhDexVga02robIVu4YPNXvxnS7KMt2iwZFWH77dVY/LR/fjIoG110S0eT3fv6IJcP1LlT6nX3PFG+mTDOISDT755BNceumlcDgc+OSTT6Iee8UVVySlYdkMuxn30Q0qXcmBYh1JP4lIJ6oRYo6IBnpjvLkba/DPFH02f15j+Vao7qxxRBrwC0tHFNGAr1meLvSpId0VchUp0uDD6VMwqLzA9LlMRJ/PrTdCtKUpQiIe2CJ0VP+ShHfR9DucPQqcmkoIerGJH4c/36yUWHU7bBpjJfbb8QuhLzZrJ9P8hJ79u1eRC0dDYoMm0iB0bQZECWbzsh75xj4YEJV8bLPKA0D0sZ/f3W41SbHid2nNRIVYsFKUPQrCkQZmO5iHm7346+fb1ElcsduBV249HWurm3HuSYpowEcaxKoiAoQnwvpFarTbKd9Hehe54I5yjyrJc2jGnnB6QvgD+FD8niHR4I9zt6oLPrfDqooG/ijh4IxAUEK7P4izHv8KbocNX/2/c02FDf2OvDcg4tmFuzB7yV58vO4wVj14YcTvxXO0zY/1B5oBAGv2N4VEA+W98502wz3crLKInsnHl2Ph9qMYVJ6P/Q2ekPCrnCO3w4a7zzkeVosFT8zfgaNtfvTgfFzMIi0kScYv39uAFm8AL9w0TpOOYrVYNKKRRzAXvli0Wo98p+oPEOCqliRakg5Q+tIH089Q/z59sLnHTbQINp48pw0Bb7iKC+tDgiijxRu+ToWghCW76rGnvgN76jvw5PVS3O1vieJp8PWOo1ixpyHu6AA+Yk0f9SBEiXqMhn7+UeC0q9dbujfGPg+V4ebhIyPcDltSKzolk0j9w+Wwmgo76fE0CPfHDpP0BLfDhn6leRpvHyA8Fp7xl69M3jO966JbXlmJbbVtONTkxaj+SllOg6FhlBuWQxMFbDxP/7lzIt5Yvh//d+4JAIxznM5EUHWWuEagq666Ck1NTeq/I/33/e9/v1sbCwDPPfcchgwZArfbjXHjxsWs2PD1119j3LhxcLvdGDp0KF544QXDMe+//z5GjhwJl8uFkSNH4sMPP+xSG9nNmJkmMRJ1NtW8NsOMEBX1XmlLtlZPyCQCGtEgVqRBaAJkMgjpBw/e1I8fmAZyOZiANl80XZgtdroDswUbgLh37TKFQqddE73UQxdpkMGaAZpCE/rOeFbojSp7Fbo0O7X6BRC/GGM+EHyJPL4d/AT7sK4kH7+YZwvvXqFQ70BQUheLboeNM0KUTSdmkb63PyhqxAke89Q0lkcfI9KgnY80SOw6kyRZ9TToke9U83rNdgSf+WoXPlp3WP27wGVDeaELF46sUO9hvGgQz/lXIw1C5+aME8pxzWnHYcGMcyK+hk/lOOW40qgCpF7cz4sSaQAAg7ixkwknhW57OA3GJD1BlmVNBII/KGJ/QweaPAJqWnzY39hheA1gFIq8goj31xwEoJzTeKtlHOAm4GwRaFZykREp8oHnx2cMwePXnIKnbwib1TZzKR5uhw03TFBSjxo7/Jq0G7Ndt/2NHry/5iAWbK3DrqPtmnQ1f1DrlxAx0sDPTPXCfSwgSuq10xnRINnwfZM3QgS092FB1HqsHGmNLxqQr0gAaCOCJEnGLa+sxHOLdqvnKhbMcBYwlm9MpORiNIrcdlV4SLdoYLa4S+WirCtEEm/cnJDNkx5PA63pt37Bb4G5+egXm2uxy6RMNhA93SmaEJ8s2IbjO6sOqGM2E8ZYKtOfv39KxNfz/cusr005viee+9E49CkxjzRIVLTrCnGNoJIkoXfv3uq/I/0nit0bVvTOO+/gvvvuw29/+1usXbsWZ511Fi699FJUV1ebHr93715UVlbirLPOwtq1a/HAAw/gnnvuwfvvv68es2zZMlx//fWYNm0a1q9fj2nTpuG6667DihUrOt1OX+hmrHeB7oo7f7jkYmaIBvxN35Whqmui/OTsoWn7bN78kJkLSZKMlXsb4QsZuLFJFJsAmU2E++hM/niDI17cuXGi4sjPxIPO7D52FX2OF+8c3Z3YrBbTnMpsw2q1oJCbcJbqjBCBzJ3oNHaE3fgTRT+h6Fvqjhl2/NPzjtf87bbbNH2ALQr5yTZbEF58spKm0u4Pqn2WLex7FoVFAx/n8eLg0hP0E22rxZjXz/AGxJiRBmYLRb7dZukHDV0QDdp8QTVUtDSfjzQwfs4aroRivtNmOkbxRoiRBDwe5lzOJoaDygvwj+tGY2gUwzl+sT2Gy8M3o6LEXDTg+xQvGrAUJp4e+c5wyUWTXXT9xFgIymjhFm2RFnD6xbVXEDXeSI2e+MbMJm5sPRBaBKqeBk6bQSSIJ4zfYbPi+tMH4pTQzhoQHsPZwri8wAWb1QJJBg40hoULUZIN4ji/O97YHtBEGgRESXOPiuxpoLyG9/TwCWJGRUVqd62tcNqt6vyON9EOSpI6lwTiTyvSV5nghdCjcVSg0MMLNE26ezTbxOrMhhi/cVHktqsh1ume45oJWunyNUqUyJEGNtNzJKaj5CI3PipzW51oYDGa4QLAH+duxYVPfG3+nlHMFH/wwlKMfWS+5h7YXVgtFoOnwQOVI7D+oakYHyFCCdDOzeOJsDWIBilMT0j/CJoATzzxBG6//XbccccdGDFiBGbNmoUBAwbg+eefNz3+hRdewMCBAzFr1iyMGDECd9xxB2677Tb8/e9/V4+ZNWsWLrroIsycORPDhw/HzJkzccEFF2DWrFmdbicLnetdrIs06IIaFBYNMiM9gb/QcyXS4KZJqSlZYoZZ9YSF2+tw3b+W4cpnv8V1/1qOCX9agMaOQNh8yESE0g9MGk8DLqftuvEDsPKBC/BA5QgARtfpVKDfUTjckjrjPrMSbNkIn37CFmBBkwl5psF2rsviWDTq0Xs59C3RigZmVg58RQxAmZTkOTmju5DHQECU4A9KaAmEzfyY+CvJ4YUWW3j3ZGJDMBwCrUQahNPJ9CKA026N6MjuC0pRIg0ktY2G18WINDjUHN6lTLRCDEslYYtLJhos2GIs5clPZiIt0HihKJ5IA30ubjz3G37yzASaSFVTKnQRgaxf8O/B8q2BsODKU8alyJhNYPVRGYIoodnLiwbKb9zuD0YtzdjhD2rOX7y7xby4wHb82WIyzzTSIP57utVqUc8J+x5sYWyzWjSiAh996RVEVcAAtGJWoydg8LDgzXq9gmgqnjFfnAKXXf1O/KI3EyIN+MgnJjSx+xGfJhjgfFIAxL1bahANuP50kIv24GG/5ap9jZjxzjrUcR5HfFnYBp1o0Nn0BAB4hiunXOR2qPOZdEcaZJITf6JE8pZw2a2m5RjTXT3BL0iG8dJqSXxTJ1J6gizLWFPdjKAk45ud9abHJBO3w2qobmaxWGKW2NZ4GsSxuWwouZhpRohPP/103G94zz33dLox0QgEAli9ejV+85vfaB6fOnUqli5davqaZcuWYerUqZrHLr74YsyePRuCIMDhcGDZsmW4//77DcdEEw38fj/8fm7nprUVACAIAgRBUG/GhSEVmQ1CltAxnYH1EV8g2On3SCYeH3djkoIQhOxQYqPRI884UKXqt/ZxNZmf/Wonrji1AvNC+dfbj4S9FrYdblbDoK2QDe0rcVnxf+cMwfNf7wUA5DvC58Vm0X6fHnk2sPVXuy92v2LPJ+s30edaHuJCaAuctm797c0qM2TCdZUoRW47EPLqK3SGz3W71w8LV1JT/9121bXjtx9vwfRzhuCcYb2QapipWZHLmvDv7tYtIsvz7ZClcF+STa6LAqf2fDus2t2jsnw7bFZll2De5ho8tNoOQIlg65FnV43Vmtp9cBS51IV5WSgnv8UTHg/tkMDm0D4haBQNbFbkmZhSAUC7xx8x6icQlCAIAtq5xZUsK491cONHU4df8/1lWcb6A+EIgFafkNBvfrBRCQntVehSPivUvu1H2rCnrgUDeuTjw7WH8fWOek1Otl8QTT+HH2fL8u0x26L/qWwW4/nVc+Pp/bHuQBN+PGWQeuwzN4zG3I21KHLZ8fTC3QCU9Ik83VhgD70/vw4q5vqp2wb87ZpR+OX7m9TnB5S60NAWDvsXBAGLd9bjzRUHMP3coajQbSB4AwIauIVZQ5sPDa0eXPbsUuQ77fjs51NgtVoM/gj769s1i6qGNi8G9dC+txn1beGx9UCjR+lHoT7jtAFWWTvptlstCfURl0Mx92ORBk5b+PXnn9QT60J+Cqf2L8aCbUcBAE8t2IGXl+zD41efjKvH9kdTe/j3aPUE4NLdjuvbteH5rR4fClx2fLevCSf2LkRpvgNt3lDZTLsiZASCEpo7wq+zSCLSPczzgozDpozNeU4bWn1BzQLfFwhqonmaOnzqb/rZplq8t+YQHr1iJPqV5mne/0iLVhho9wXU1+09ah7e3dzhQ5HbjmtfWAYA6F/qwj3nnwCvLny8mWsDEBYNLJKU8DhewM1NCpxWdQwPiom/VzQSnbd4/cbjsmZuIPMCmSUclWqRDeMoAASExO4FyYAXRb1C0OBvUuy2J+zd5vULqFp/CCP6FuG4HuHrgRdYe+R1z5ySFy+dNiv8oU1jmyX+MdQK3vQ19v0N0J5fi8mcp7uISzR48skn43ozi8XSbaJBfX09RFFERYXW0byiogK1tUbjEgCora01PT4YDKK+vh59+/aNeEyk9wSAxx57DA8//LDh8YULFyI/Px9tXhsAC1Yu/QYuiw2BUJhwa0szqqqq4vm6BpoarACsWLN2HRyH1nbqPZJJox8A7LBbZHz22Wfpbk7S+NN44LerwpdFZ89XoqyuswBQZkl7Gzz48H9VOHxQOec8S5Ytx+4GCwAr9u7ZjaqqnYb32nsg/Lqa6j3q+9bVHEZV1UHNsfvbAMCOHXXtePndKvSLwwdw/vz5CX23SHiCymczmEJ7yXESJvYOdutvL/qVa5QnVec6mQQ84e+xeulisN9z7ufz4Oe+4/8+rQIvTr+z24o1dVbc8fpaPDU59VEmR5qVtm1cvRwNWxN77a5WgH1Pt03G4i/nhZ4Jufr7AoZzuashfH0BwN5d20OeD8pjO7Zsgigp/57x3mbNa6v37IDbaoVXtGDuvC9R7gJ8gvJZRw/sBmDD/pp6sN964YJ5OFKrXIMbN21Bq9cKvq/JooAtG9Zq2sOYv/BrdPgjRCEEBFRVVaElEP6u+/ZXo6pqH7bsD1/zG7ftQpV/h/q6Zj9wtD38nrv3H0RVlXlKnxkrjyq/nVtsR1VVFayN4d/y/c+/xrASGQ9/Z0NHUHs9+QTR9JoSZcBts8EnWlCzfS2qDka/n+07qD13+/fuRVXV7pjtvr434NlVh6pd4cfGAFjNvZ9TDuJw9T7w4+y3Xy9EoQOorQn/putWfIO9XFDEVq4/WSBj5eIvsb1ZeayuoQlz51bhvuWhPlJ3BFcOksCPdTt378WRA7L6HivWbsSebRtR22oD4MebH32GcjdwqEZ7D/hy2RrNb7Hgm2Wo7RF7t3A11z8ON3vxv0+rsDf02MF9u7G8ZZemfQ11tQmNhxZRuZ4P1jUBsGD3zm2oalcu7Pam8G9lb6+FzWKFKFvw8pJ9AICZH2yCu2Y9lh4JH7d63QYUOqD5rnsOHQV/Hf3vs3nY22bBKztsGF4i4f9GSlhzSHmPpqO1gGQBYMGXXy9Rv9uX87+IaqCZCtqaw+di1/atqGrZAjlgvB+t37gRSkaC8hssWbEa/j3Kuf7FchsE2YI7XvoaPztZu8D69oj2etm8dRuq2pRz8c1h7XOMjz+bh1InwH6nL9bswgm+HWjyhx8DgKXLv0PbDq5MbOges2TJYuzUahcxUTLUlPdubjiKb5ccAWCHx+fvlntxvPOWzQe011y5S86auUErd29wWSQIoT61cd1atDQr80aeVWvWQq5ObbRBGzdnOdrYAiWAyILji2TsbrNgjOMwFtQZ577R+HBdDT5cV4MhRTLuGxUWJfh75aqVK9C8PVnfIgzfjzvaWrB27ToANjQ2HI273xzxht+j5mB892crwr/jrh3bsLDO3Bcn2cQlGuzdu7e72xE3+tyiWDVszY7XP57oe86cORMzZsxQ/25tbcWAAQNw3nnnoaysDDNWLAAg45KLzsd/Dq5CW72i/PYqL0Nl5enRv2AEPm5ci63NR3HyqFNQOf64Tr1HMtlb3wGs+RZ5LgcqKy9Od3OSym9XzVP/XVlZmZLPbF55ANgdXj2dMvFsbHccwje1+zXHjT5tPBq21QFHDmH4ScNQea7Rh6F0dwM+n7MaADBq5HBUHVCEhSGDB6KycqTm2F117XhikxKp82l9D3z0A/OyZ4Cits+fPx8XXXQRHI7Ec9H1NLT7ge+0OWqDyvLxzE/O7PJ7x+Ll6uWoPdSq/v3jKYNQeelJUV6Rmfyn9jvsbVN2kS+/dCoeXb8IgaCEM885D09tX4lWQdl5O/fCqZqw/tdfXgmgGUDq+jhDkmTcv1yZwF158QVqfe542VLTimc2LwcAHFdWiMpKxdn83mXKdeuXLIbvVL63Ea/sWKX+PfbUUbBZLfhw3xYAwKTxp6GqZovqtcAzfvQpWN60B94WH8ZNPAP9e+QBKxYBAM4YNxof798Ei6sAaPfAZbfie5dVYtlHm/Hd0UPoO+gEyNXa+2dRfh7OPeMUvLjtO8NnjRw7Adi4xvR7S7CisvJiJbx89RIAQEXf/qisPAWr524DDisTjbKK/tjmdGNbbRue/MGpWL6nEVizTn2fwh49UVkZuS67nkNL9gK7dmLEYOWzLpVlzHlIOX+DR4xG5Zh+6m/PI8N4HhgnjW+DT5Bw6nElps/zHF6yD3MPhEWQ4cNOQOUFJ8Tdfj1524/itZ2KUFFRVoyRw3tjwWFFhLBagGsuvxQ2qwUfvbEGqFdCWq+74lKNJ1HRrnq8skM5T4VuB7532cXotbcRL2xbBWdeISafezqwfBEA4KDfhUlnjAfWLVNf32/AQBQ4bUC1Mr73GXS8ch1sV2a1w0+bjNMH98B/61YDzQ3q63oPPB7Yv0/9e9jJyu8fi8UfbgIOKwaVMiwYPeVcfNayHag/ilNHjsD5Iyrw53VhU+khg45DZeWo+H5QAH/b9g1am7wQrE4AAsaPDs9TRjd78eI25b0rzxiLbz7crJpaAoBsUfrJoSV7gT2he9WJw5U0lp1b1ONEex6AcNTA5LPPxWcfbwHQiG0tVlRWXoJtC3YC1Xtx0tBBOLDtKNpbfDh57HhgyzpYLcD3LkvtWGfGBw1rsLNV6VfjxpyKytP648X9y1B3WFu9adjwkUrKxoE9AIDjh5+MylBqDLve2pCHykqtIejmeTuAPfvUv4ccf6J6vfzzmaUAjNEGp08+C/1K3cBypdRgSY9yVFaeji01rcCa5epxJ586BpWn9lX/nrn6S0AUccF55xrMlWMhSjIeWKWMI717V+C8c4bhL+u/hc1uPqd8ZuFuFLvtuGVyYmmkic5btszbCRzci+vG9UdZgRNXnNoXJ1ZE9k/JJARRwr/2fAurRfGMWLJLGTsmTTwdW77dj12tDZrjTzk1vvEjmTyw+ksAyvXvcOdDCvoBUcLLd56Nkjw7itwO7P5gE9Y2HI7+RlCidvhImL1t2nvOwSYvsFoZe06fOBGTh5Yn98sAeOu7AwCUuXtRSQlGjjoO2L0FfSsqUFk5NvqLQ1Q3evDndco9feiQQagMpQ1H4w/rF8IfSk87ddTJOO/E1FT+iks0iITZAry76NmzJ2w2myECoK6uzhApwOjTp4/p8Xa7HeXl5VGPifSeAOByueByGSe6DocDsNrV8MGifDeK8pwAFNHAYbd2erHlDOW+SZbOv0cykSyKCujqwnfKVN69ezJ+8MIylBU44XA48M3Oo/ALEi4cGblPdBVJt8tQ2y4gz2n8XQUJEGXlWJfDbvrbn31SBV6+eTyGVRRpajC7TY4vLQzn+da3B+I6lw6HIynnXLYad7gHluenpD/xjtWPXX0Kbjh9QNaYHfHwpmslBUpufyAoIahT6fXjBm+2k+rrt6kjoBrr9SzON821jEZ5UXhLq29pnqH9kmz8Tj0K3Ya/eSPOwjwnfn/5ybj37XWGzyvOd6HIbUdNC+AXAeZHVuiyh8b3cBhkntMGh8MBlyO0g2ZiXuZ22FBSoL1/FDht6AiIaPJGNnQKSjJsNjsk7twGJeW7ClyIZKtfxEeh9KQP19eiyRM2nWz2COgISAmd85ZQm3oWudXXnXtSLyzafhS/fH8TKk/tb/q6YRWFET/n5OMim0Lpcetqukca9+KlZ3G4//TId6LAFX6v8kIX3C52TsPnjj3GKMkPn79itzIeFuYpj/mDEjqE8Plo8ghoF7S7eaIENHACVXtAgqVd+7f+vALG/tTqD59LSZJhsZjPx/RiWG2bAH8oBLgwz4ECnedHnjOx35jl5DOfhsI8p/r6QT3tOOOEcjR7BJw/si9cn27TiAYWKH24I8AZpAVl+II6o1ydf0NAtMDCCTk2m119TWGeU00DYJYGzgyZq+Q5wv25wK38TgUm93pRtoDvNh5BNmm/xfDYgSZFWLFalLEwGBoPv95xFDsiuM8HYUVACo8rTR4lfbc9oD0Hgqz9PGaEmOdyJvzb8kdLsMAdug5Fyfg9dxxpw9NfKcLezVOGdsrQMt55C+t2ZYVu/ObS4Ql/TjpxOICFvzgXQVHGz98KR3C5nQ5Tw3I5xnpCkmRYkxyaw3vy+IKSuugvzHOhLLSBwI/J0ch32gx+Bvz3kSxcGrXF1i3X/yfrw+tHQVR+UyCx9V6+Ozz+Ou3xjb2KeW2oilOxcR7UXXTKFWb27NkYNWoU3G433G43Ro0ahZdffjnZbdPgdDoxbtw4Q4jR/PnzMWXKFNPXTJ482XD8vHnzMH78ePUHjnRMpPeMBZ+TluewoZjb3bN1qeRiyAgxQwzOmE9Drpgg8rAyakJQgjcgYtrslbjjtVXdWmFAb75zsMlralLjDYhqH4hUBshiseDCkRUYWJ4f05iMN2SzpnjRLASN309vctdd8EaIx/cqzErBAAAmHR9Wzi2WsCFZUJS1N2ddbjRvvGNWOq87ORLK5e6R7+jU5I+vPMCu1VgU6SYhJXkOQ+3tUf3Nd70LXDb1OmnzB1XDtiJ32GyNLZbYe7LxWm8cBiiLSn0FCOb2rjcxY5/DCIiSoXQfoBWPdnN5yzUtPmw6pJhesF2WRE1P60MGdOXcb82PFayMJc/IvsV48voxCX1OJPR9JFGRSc+Q8vCOjNNu1RjT8f2pPcrvxC/8ikP90c0ZITbrzCZ5wz9AOY+8U36bL6j5mxkc6st36SvMPPqpshO/q64dI3//OX7x7gbTdutd8w80etQKBHkOG1w2ffWExIzImNs50+F493OLxYI375iET39+JgpddsN9i90F+IoInoBo8LzRV0zQ50O3B4Kq6WEBVxGCGYtmggkiANUwE1BK4QFAvt7AAcq5578f+x78XEFv6NvuD2JJyPBtZKjKB7vPbqtpRSS8AVHTb1j/0/c3vceGwEyZu1jyzWoJ93GzeQ8rEwpojRm7A3VumwGVNjqDw6aMabw5nt1qMTXLi2Y6OW9zLUY/Mg8frj0Y8ZhEEblS7YBi7snGDP66yIvTqDrfGX2+yHsjdJfBJj91DATFcPWEBMYbfmyKt7wnbxDcM855UDJI+Kr43e9+h3vvvReXX3453n33Xbz77ru4/PLLcf/99+PBBx/sjjaqzJgxAy+//DJeeeUVbN26Fffffz+qq6tx9913A1DSBm6++Wb1+Lvvvhv79+/HjBkzsHXrVrzyyiuYPXs2fvGLX6jH3HvvvZg3bx4ef/xxbNu2DY8//jgWLFiA++67r1NtZDc6m9UCh82iuXl2xeGSdap0O8sy/Fk+sEbDqe5QSEoaRoj2CK7myUBv/HKwyWPq4hsQJYM7azScMQYjvmTfyL7GUmLdiZkLvFl93u6Avyllc/nF288YgstO6Ys3bp8IIDx5E0RJIwboy8Dx/aK7J2F6aloU0aBPSYJJsCH4PlJoIjKZjbP640ryHIY+EKn8X4HTrn5muy+oLrp50YBNfNh7st/XzPH8ULPX0M97hAwVmWjA90l+ISuIkmZnhf3bp3FID0+w1x1oxr4GZQw7bWAP9TskQkPItJJVmACAK0aHQ1q3mCxGPvnZGTi5X+zUg3jQC9NdXfz14Co2NHkCqoM9oK149PvLTwYA3DplsOE9CrhFHtsYYItUvyAZKlSwPs8QdKJBq1fQONYzAzx2X2BCGRNw+D7e1BHAu6sOwCdIeH/NQfzopXA4OaDsFm4KpWKd0FsJs27zBdUxIc9prJ6QaHUZvowmYD6mMmFW/1myrESt8iKBVwjCF6WMGgB0+EVNpZE2XxDtod+Nr57AFsOZssHBt4PND81+76DuWmdjCT9e63/LrTWtaPMH0bvIhfNPUsqkB0Kl0KOJhb6gqDFdbPUKkGXZcG/gN8VESVbHvUiu/fFis1rUsnFmc1xePGloT41okEgFkUyEnx/abVbTcTNa9YS7Xl+NNl8Qz3y5K+IxiaKf0/LzEv73Niu5aEascYr/PPZdtxxuRa1uPO4K7Vx1Fn5+nsh6rzP3NH4c6VWUeBWqzpJwS59//nm89NJLeOyxx3DFFVfgiiuuwGOPPYYXX3wRL7zwQne0UeX666/HrFmz8Mgjj2DMmDFYvHgxqqqqMGiQkuNUU1OD6uqwgcSQIUNQVVWFRYsWYcyYMXj00Ufx9NNP45prrlGPmTJlCt5++228+uqrOPXUUzFnzhy88847mDhxYqfaqNY+dtiUnT/uQohnkRcJ9lohDXVVzch2NTYa7AIWRElzI41UGzoZBHTn9WCTV73Z8wRFOVwbOcF6rmYDk9Vqwe8vV3wOUr3bbuaQW+ROTYgVv1OY58zePty72I1//ug0nHliTwDher1BSdZMOH2hEmVfbK5FQ7tfI9jod5O6myNMNCjunDpusVjQM7SAvXBEOGXoxWnj0KfYjddun2B4TYFuJ68kz6GZcOQ5tVFhPD0KnOpuf7s/qC5C8p12w46sPtIg0pihL7nISkIeDS0ke3KTAD7SQBBlbckqE9GAn3R/t69RFRGYy3qikQZskt6TEw2uGtsfJ1UUAQC21WpzsQuctoR2WWJhiDTo4q4mANVL4brxAzQ7XLxAc8YJPbGCK0vLwwtObMxikQa+oIgWXSi9PoIkEJQ0dcNbfYKm3J4vdF7ZfZaJBuxaPeOEnugRKuN1pM2nmfyvP9iimRTP2xJOURvSU4my8AqiJtJA/xvHu9PHGBbqC/G83uw+5AmImmulwy/CGzDeH4DwZNwTEFVBC1AW1Z5Q3y5whkUD1t8zZa7C9zc2DvD3I0ZAd62zcYePCNAvwnaF0g9G9C1Ww9FZpEGDWtnCipUPXICnfzgWYweWAlAiCDp0ix9/UDLcG/hFHn//7mykwfRzj0eew4ZfXnySOscVTWrm8vcrs5KmyYR9VqaITJ2FTytw2Cym50iMI3J5D7dx1lWinTv+9453I8dMNODTDvnrQ5QkbDzYgsqnv8GPXl5ueF1naeGENb8gqZHAiaz3+O8umdWMjkEqIw0S3tYTRRHjxxtNlMaNG4dgsPtduKdPn47p06ebPjdnzhzDY+eccw7WrDE3lmJce+21uPbaa5PRPFUtd4c684+nDMbcDTUAzBdJ8eLI0PSERMMYswF2Acuy9ibZnWHcrG/0L83DoWYvapq9migA/rhgKCTQEcegxE/QIk2a2C6R2c5/d2J2PaQq0oC/2eRSH3aoi9Ug+HuPPyji1aX78OinWzBpaJnmuXhrvSfCpkMtECUZoweUGp5jC+PeRW7Dc/Hyyc/OxPYjbTibKxc59eQ+mHpyH9PjXXabWlIRUBZh/ITCZbfCbrOi2G1Hq24nvjTPEY408AfVxU2By2SxFZrssOuuI2C8J/62coRhF4u9PwsjLy9w4UCjstjPd4bLQUaONIhUpzo8VvcpUX7v9kAwptkvTwPXJp4BZXnYfqQN1Q3aSWVxXnKFv2RHGgDA67dNxOKdR1F5Sl98yfm+9NYJWRXF5n20gBub2blkEQuCKBvSUvSigT8oGXbJj3KRB+xewzYJmKDFFnF5Dht6F7nR5BFQ3xYwTMb31neo53v9wWb18QE9FLM6ryCqn5HnsIV2ei2q+JCfYPTVSX20RnHRJv1mi7E2X9CQnhAp0qBnoQu1rT54AkHNQrfNF1S9EvJdNvW8ZFx6Ane/Yde9XtQEjFFF7HtoI8i0vxFLFTqhd6H6O7P7LOs7v71sBHoXu3HF6H7473cHQu8jwWHTjlU+QUSTQTQIfx4vVHX2t/3VJcNx34XD4LRb1c+SZWMuPZ8WYRaBmUxyZUNMm55gHmmQ6j1Ivf8Aw2W3au5H+jK4kTBLT/AHJTVSgZ/TBiVZ9fjafbQDoiR3aSOXwUeVdT7SgKuuFOc54e8fJXkONHqjHJxEEr4qbrrpJjz//POGx1988UX86Ec/SkqjshkvdyMGgHGDeqjPJbrDw8N2EPXGSOkil9MT+FyhjlRFGoR+z7JQ6GyHXzRdxAuinFh6Au9pEOHGznKEA92s4OthkxlXkqJxEsHdify5bMBh006UGT5BwitLFHO85XsaNX0r2ekJ3oCI7z2zBFf+81vTMa8t9FhxXucFon6leTgvFH4bL7yCX+S2Y2gvZdfVbrWoFRxKuRSFApcN148fgF5FLhSGPBHa/UF1TChw2g2Lf9aXVNEg9F3dDiuG9izAH68ahTvPHmpYsLMdRxbGzvs2uB1WdVIRCGrznNm4ESuUGwiLBrIc/1gmyzLqO5ingdEsD1B2tnmS7Y1ijDTo+j2nJN+By0f3g82qTSGM1yMjT5Ozr/yff5+6Vm34a32b9hpr8wU1i66jbX7N5JOJQGqkQahfsl3mPKeNi34RDOdzPyfkMNHnF1OHqVFV3oAYnquwlBrud46VK6xHLyhFCy82mzO0+QR4hfBY4RWCEUV61g87dMJCm09QrzfT9IQMmavwYwYTC8zuQUFR0iyQ281EA90ibN2BZgDAOcN6qWMGM7xkYwu/K8nug15B1JhTKp8jqSaqrM28OMlvYHUl9ZadFxu3cNKHzfP3q+7e3MiVuS0/DjtsFtMILVFK7UYRu3fpRcVI91EgesSHWaQBf33woqIoyer8GlBSebpKIChprptAUOqUpwF/bLwrPP5+kcoo4U7N2mbPno158+Zh0qRJAIDly5fjwIEDuPnmmzWlCJ944onktDKL8Aa0ogF/MrviR5BxRog5EsJlBv+d+PSEVEQalIZCTjsCQVNFPShKanpCPJNn/kYR6Xj2fQ82eXH7nO9wxZh+uHKMuSN6MgmEwiYHlOWrYZWpulHzam5BghPkTMYeQTTwB0Xwaad839pe24bvnZq8NuziHLoPNHkwvI/WK4O1LVWpKAz+nLNrYeVvL0AgKKmLpNJ8B6pDvn5v3nY6xgxSzAMLQ5N73tOAX5gwwpEGynXHJi0j+hbjw+lnRGwbe3+WSsBPbtwOGxw2K3yCBEGUNJNmNm7oTePM6FXoUh3VO/xBQ4qEGe3+8DikXxhG2o3uTHhlNPTjVjLSE3j4CWrvCJEFevhdUDYe8xPfWr1oEAqjZ7v5+rBvvQdCONJAm57At5mJBq0+4wJ7X0PYeJFdb3wEiE+XnsDarz6WoJDKPDkY0XKNze5DrbpIgw6/GPF+27vIhc1geffhx1u8YfGkwGlX72vses2USANeGGf3HrdJtJuSnhC+1pkRc7ToR5aWMri8QCnNCsXQuakjgI0hQ9ST+4XHY5bCYPZbewVRFZT7leZhb30HvIJimHjxk4vxvdHh0ovJEPt54UE/V+bvV90eaZAjc1u++XabVd145InmadAdMJHP7bBClMJmzfrKDrzoWOCyIeAxP+f5JvcwryCiNPRvPnpL36e2/f/27jvOiTr9A/hn0rezhS3A0hGQ3ptIL6JiR0BRT0Bsh6icylnAiuJ56s+znQ37eafieYoIInoqoKCgohwqCIiwdBa2Z5P5/ZGdyXcmk7Ipu0n28369fMmmTpLJ5Pt95vk+T8kJv8WPQ3WsUlcotDa8TINw+MvaiLV6j5a3bNmCvn37AgC2b/e0QGnevDmaN2+OLVu2qLdL1GrkkVImmUY/upEEDZQfvIb+kvujpIslejTWiNkkQZI8kwwxUhnJ8pJgvEEDz2ShosZPpkFdijIQ2jrCYN0TAO9gd8/RSuw5WomPtx1okKCB8jqsZhMWnNYF3+w+iovq+lDHmvg9coSYCpcIlAmVvgBfldMN8aSCOPASC+dFw4lq73MfPFGNLroVA8q2NdRSlED0SyTETAMxE0I5q15R4137m2oz+wwsfTINakIrwqZM4JXPRQkeAt6gAVBXq8IgVTfYAMJuMcFmMSHNbsGJqlpPsbSA9/BQ6hmk2sw+v2lixXelZSQQ/eNkLDINRJpCiBn1Xxuq9HA3mTw1jGpq3T6Ftg7VDV4zHBYcrXAGrSOiLDeoUYMG2u9KitWsBt1OVNWqQaOuRZnYuu+4JtPAG6SzqPvLiepadZ9RznZrMw3qFzTI0rVsDJhpYLg8wakthFjjUifHGXaLmp0EQM0K0r+HR8u9mQapQnFHbyHE+BiTinWp1JoGBu+3p3uCb00D8X2qcrrUpUa1LreaPZLh8AZNalxu7D5SAZdbRkGmHW3zvN1DlH2/yun2SYuurHGp73FRlgO/HipHtdOFOS9vxO/HKvH0pzsAeH5zojHeFwMPniWYZny96yjW/nJIE6SL/fKE5Bjbit3aLCZ/NQ2CzyeiOZVTgnqpNos2aOAn+A54viNH/SyhNOq2JQbV/vbxz+q/a92yZty371jk4x7l+6EE411ubx2ScANpDZVtG656j9rWrFkTi+1ICrIsqwdtozVqrYVWT/WlRK1iOXGtD39f9mQgSRKsZs/gT8w0iOV7r5x1b1Z3Nqi82n+mgasekUxt9wQ/yxN0l0f5RKFf3radEuaM6NAwT1pHDOAlU4BT2Sd8lydoz9yJASmjtoCRENPnjZYnKIPfhmqvWR/pmqr43om7cjyvdNaqx4R0u0VT1AwQCyF666IAwQeg+u4OYieHls1SNMsTjDINgmVBKRPMjLqgQahL5Yw6JyjEiWXHggxsKzmOKqc76st9Yh00EItONq9H0ODJi/pi1db9uHpkR/UyR13QQOmMkG63oKy6Vq2TkZlixdEKp/odKMi0Y/9x3zabysDXqQSRdJPyVJtZ3WdOVHnPsHctysDWfcd1mQZ1LULtVvV2YhFGJcsmP8Ohbku9Mw1StZkGgb7bRi0zfWoaCMsT8jLsatDAapbUrAv9evtjFTXqfp1ut/i0XIyXSaCYEq5sk1ENCH33BDVoIHzX3bInCHGsohrjHv6venm60NnF6XKrZ1z1NTqU5SpVTpfP5LBSqGlQVNfppqrW5bPUxugMdjjEx1F+n897cm3ddnu/l7FenpAsNQ20mQaSYbAulJOQ0RwdKb+dqTYznC63elwMtDwh0MkFo+OMOGYvzHJgb10A1+WW4RZe74kIlosrlKBBYab3eZS2r+FmGjR06/P6SuxvRZypccnCWSjvzvzutcMwuVcL3DShc9iPrZ5pYveEBuFNbRQnWrF775XBvzIQdOrWMypq3bJa1yKUH2tt9wTjg1FjfYZipkFDO7evJ5Oib1316GThrWmgjcxX6oIG4sS+NMo1Dao0Z8d8J7ONtTwhFOIPtjhYUQb15dUu9TWl2iw+/e29LRe137VgwVXfFow2XDWyAzrmp2PW8HbarhhGNQ2CBg2Ugmve1pGhUFr85aT5TqbF37gWWQ7cObkbWjZLwcNTeof02KHSD3Yj7QmvV5SVghvGnYQ/DGuL1jmpId/vtB5F+OuU3poBrpJmu79ueUKrbG1bUf0gN0sosinSF0LUL0/IcFi8NQ2E5QlK29xdh8vVKuLi8gRlP1YySMySrO6bfYRjYX3b0Oq3L9Ax3eiMvz5oINZcyBWW6qTaLOp+pw92HqmoQYXSvcrum2kQL8sTjOa8RtluTt3yhBNVngKm+u96pdOFT7Yd1CxxsZpN3kKItbJaiFNfZd2baeAyaIfnUs/wFtXVQ6lyutGrWJvSHa3vozjH0k9mxcBarNOy1eUJCT62NQu/ZRaTyfBzqvVT00A8qRLJJPY/3+7F9W9sVvfZSjXTwKzJRvLXhQjw7TQkyjC4TmzJKd5Xn2lg1A65vo6Wex5DqRcEeLMpzGEG0+oba2joTNl6n+qpqqrCY489hjVr1uDAgQNw63a6YJ0KkllVjUsTSVP0bNUM/zetT0SPrUz44ibTIMmDBmIVeoUzhj9WyvuprBN2y8bFzcSUxVB62YoDJX8Tl8b6DBvzx7lP62x8dMOpmjO6ycBfIcQVW0oMz1oB2jNX0SDut4aZBlXxm2lQKJyJ06w9rht8VArH+FC6JyiM9vF+bbLx9a6jnsey6TMNrJgxuA1until7vG8NW2MioIpZ6bzM+zqWW6RMjFNF1pHhkKZiOjPJAPagV2Gw4ILB7TGhQOiv7xI/97FYq3x3DGdovI4ygBOGTi2bJaiaUmZYde+j+l2CzIdFvXzcFg9tSsq69LO1eUJqfr7WdWAwomqWvU73DE/HSbJ8/z//fkQTumYp66Fz0yxIKXM85kpk0i78Fb2bZ2Nl9bt8jxfPTtg1Kfol9F3oazaiUrht9ZT08Dz2sWJbrrdoo6t9AVc9x2rUjN7xCKl8dZy8YxeRXj+i1/RpdDbplL8LbeZTaip+56LXTFcbhlVTrdP0KDa6cKuI75t8ZRjULXLLQQNjJeRVDldPsessmrvfqXcz5Oxph0HRSsYI0neDh6BlvIGW+b7z42/4aMf9+P/pvUJaYykp3YGi5MgUzRYzZLhSabH12xHi2YpuGhQG83l4rg3khPff3x9EwBPi9s/DGunLmFLsZk14xF9xp74uRn99iiMTjyIyy3FALvbLWvq7ei7JIXjSN0xqHmGt16QUtA13No7oQZprji1Pf7+3x24c3K3sJ4nXPUetV1++eVYtWoVzj//fAwcODCpUnsjVeGs1azZiSblR9kZJ5kGyhc+GZcnAN4BhlgZtSFqGoiFXYwmXE6Xd9AQSoRRm2ngb3lC43yHnfUo6BgLHfMzgt8owVjMxssT9h6r1ETZYxk0EH+ojSanarp0AwcNnr2kP654eaM6ETdy6dC2WP79PvTO1A7ClbPJ5UKbt0CFEPWTKKN9/NrRHXHf+1uxaHI3n89LH8xS7l+jy0CqqXV7zj7WTS7yM71Bg+YZdjUtWQ0a2JWU9tAGTMfrggaZBoMzMTAey6wRn0yDOF7zqS9op8800C/zSLNbkJliVVNbW+ek4qf9ZahyujS/9eLZdsAT/FHOEp4QuidkpljRMjsFvx2pxKXPf4UL+xfjeKU3s8ehTrg9n6u4CqF/W2+np/pkXNSX0XdBDHwAnmOSEkQQl4+k2szqfqevabD9YFnd40tItXlbLipBynjJNOjbOhsfXDdc85mKAbhmqVYcOFHt0z0BALresQKnddcWialyuvHz/jLoqcsTar1p4M1S9UEDb1cEm0X7O3BMCMpk122rPmMNiO730VwXNAiUNh8spf6mN78DALy4dmdYyx6T5YSY+C5ZzCa/r+fWZVtwTp+WmjmL2IY53DJqYnBnb139gFLh90R8XP08Qhzb6gvwilKsZk2rWADYc9S7NEs8gVHrljWZ2tV+2hTXR3m199hqs3gCvsr4INzaBKFm7iw4rQsuHdoWLZulBL9xFNV71Pb+++9j+fLlGDbMfyXopmpfaTX+uuonAPUvJBSMVQ0auLF6635s2HkUf5rQudGKZqjR2CTqcS9S3u8KYdIT05oGyvIEYU11uUFqd61LViP9oUTRQ6lpYBT4qXW563X2KByNuTwhWSlnE5Szi8qZy18P+Z6JUlTWRHe/1i5P8N9ysaELIY49uQDfLhwf8HmLc1Lx6fxTsXz5cs3lSiZAZY1LU2xN39/e3/IEo7Pjozrnq20jP//5kOY6fdBA+S7WumTN2Uelm4JyAsVT2PE4AM+SgYNCAT7A25XhaEUN/rpyGz78YT9emjnQZ62zwrsW3/c9C3XdaaT0a+DjeTCvPya31AUN9OnhaTYLalO9A1lv0MCt+b3R3y/DblE7KZ0Qliek2syeyvl1Tbvf2Pibep9Mh8Vn2YFD+LNVdireuGIwUm2WmB77jY73h8pqfCYnSmBDnDSk2b3LE/Q1DZQ6Ds1SbZAkSd1PTqiFEONnv+lapO0ooz2zasOBE9U+yxMUH2wp0fxd43Jhh8HxXQw0qtmJPpOzukyDWhcctdrrjtSlXkuSN/Okyun2afMYzd9vi0lCNQIX6HOHOIs9Euayu2QJGohn1S11v1P+PL7mF/xpgjeYLmbxKLUATPWcaxiNl5WCsLnpNl3QQHtcEutq5RjU01EoxWdrhZN7vwsFDsWioS63Gy7hgaNRG0PsQGO3mD1ZYjXh1TSYPbwdln9fgkuHtA3p9pIkNXjAAAijpkHLli2RkZF8Z+ii4YEV29R/p0U9aFCXnup2Y+aLG/HUp9vx0db9UX2O+kiWdV/+KAMMcZ1lQ9Q0SBGiveU1RpkGsqZtTTChdE+wmX331Yoon3024lT3ofg9c5horLpMg3Z5nsrugcZZlQb7WSTEQaU+W8btloVCiA1f0yDDYQ0rOy5VyDRQlyfUfVfF75UykdYPgupbCDE/UztJFI//4tlHt+wtvAR42ioqxHWWHfI9+4ESjDhaUYP/+/gXbNt/Av+32lthGvAMtC55/is8+9mOIJkG3m2OZdaIfrIXz785+kl5h+bpmr/16eFpdou6XhzwTNwBz8RFEzTQFWhMd1gMuyc4LGYUG2QJSJJnf9UHNfT1mge1z0WPVuG1IZs31rPE466zAqfLip+f8ht2QNeiEvCelRRfe5rdLHwXlfaK2hehBFgSar8RXoOyFEWc7LfI8t8KtLrWrdbQECm/q57sxMCt7aqcvt2ajtQVQU2xmtX9utoo0yCKmYrKxNTfWnvPdaGNw0INLugly9hWfPlWsylgIPDzXw5r/tZ3K3AG+Dz80Rbs9WzMd3uOAQBaZKVofjP0J67aN09H39bNMO7kgoABaYtJ0ozRAeDfm/eqWQ76TANxn6gxWP5bX8p3IUXo1qKM2+tb0+DW00/G5zePUrN64lW9vxUPPfQQbr75ZuzatSsW25PQfjrgjfamRHt5gsl3Enu8MvJCHuHyVr5P7AOrP1ajoEEMaxo4hV7fSoSywijTwO1dnhBKlod4FsBfVorVYNIeSt/3SCnvJzMNokdfCFGf1mxEWT8dLYEyDb7aeUQ9ixCPNQ38USYqFdUu72RFaZcmDMTVnvfW+k1YxAyjdLvF53PzZpr5nn1UskokSZv+rlQ8B4CxXT0ZDUrQQFz3qR9bv/n1b/jvTwdxz/tbhfXwvkEDcbJmFFSIFv17F8/ZbWJGRrNUK04q0J5g0Z9hTrObUdRMDBp4PrPqWm9hOpPku6433e4thHiiyqkG6lJsZsOzT5kOK0wmySfQbDdH73t/zaiO+HDeqZgxuE3A24ljBiVIsv9ElXqdPvDSXNin02wWn97srXPTNOuu2+V5HlP/HWysZXihSDFYwy12T+jXNsfvfcuqatUgsSQBj9XVz7IaZCf5poErXWHcPscVpdBkitXbbrXK6dK0gQSiuzxBeazANQ1CG4eFcyJZlmW1+Gt9i4HGG/En3WySAu7/+lazx3RZGuEUYBdrgClBIKWgZY9WWZpsbH0wy2yS8PbVw/DMJf0Dbre/Me3L63YC0LZfdLm0y16iMZ6vFDIN9CcawzneJMJy/3qP1vv374+qqiq0b98eGRkZyMnJ0fxHHkbpnJFQdkAxUNCYkdDqJOll64++8jIQ65aL3iCMmFaod6S8Rj0QhhKRFD8ff4cjo8CPPnobC2pEn0GDqFHO+igDH/0ZayNuOboVqasCtFyc+vf16r/DKVLVWNRBc613eYLShlHMElAGmvrXFuw4KVZ5Ls5J9Rk8iC139YMdZcLgsJg1k/vexc2QlWJF39bN0KfYs149J81z/cofvFlq+kG4eJZp3zHPZM4oKKBZnhDDAJB+ohPPdXTE978w04FW2Sk4vUcRAOCyoW3Rs1Uzze3T7BbN0gM100AoeGmtm0iLk7MMh0U9A3e0wqlOshwWs2GgUAlG6GsupEXxY7OaTehcmBF04CsOppUAh9jqUb+0MzddvzxBe32G3aIWEAaAfm0841D970o8B6fF16S016wRggY3T+yMK05tb3jffaXegMuO+ybhzF4tAHhPNImP45tpoNQ08O2eoNSMSBEq3VfGsBAi4D07GyibINRhmDuMQPiGnUfVfxcGyO5IBPoTAYE+JzED6qf9J3DdPzZrrg8raCDcR9lnlOyhZqk2bdAgwDE90HabTRIu6NcKNrMJr80apF7+5a9HPM9bo8s0EN6TaIx5KoTCjna1CK6SaRD/AYBw1PsnY9q0afj9999x3333oaCgICEiI42h0M8a0XAZnfnWF/KorvW03hncPrfe1Y/rqzpJ1n35Y9g9oQEKIVrNJljNEvwlkfx2xLNuMzvVuFWXXijRTqPP8P3v9uKaUR1j+v121tYVQkzSfagxWOsGXcqPc/MMu1rXIJAqpytqk/hqTfcE778PGlT1TxRKMMDpktX3VknPFzsfKJNG/eQsWGBMDBoUGAR6tGcNjTMNHFaTZnJflOXAl38eA7NJUtN+xYJmCrEo4v+t/lmtywMA3/9eWve6fI814vKEWHYhCaUTRbwQ3//8TAckScLjF/XF43WXleoO7Gk2syaQoEzuPcsTPMdHm8WkrtFX1u5mp9qgxHrEgoAOmwndWvguL1CyTvTf8WgGDUIlnsFVXq9ybFDqhEBYoi+OpZQihyK71aQpWDylfysAgK2eS4QaU77wGpU13GKmYWaKFVMHFOPv/93hc19lDXduuk3ze61dnmCcaSAuO1CCBilWMyqdLrVmRKrNLLRmdPsUzo3m8oToZhrUf6K7r9SbgRXPGU2h0MdMAmWEiJmlf3hhg8/14az/F4NQyj7jXe5m0WRjBwoaBNpus0nCkvN74u6zu8NhNeOOM07GXe/9qB4TxeUJbllbCDEamQbq8gQx06A6vJoGiaLePxlr167FunXr0KtXr1hsT9IY2C66WRfKgVlc516hW4v815U/4en/7kC/Ntl466qhUX1+PW8hxPj9IY6E4fKEBiiEaDVLASOrZWoRttC+uuJkxd9PqNHz/WXlT2iVnYqz+7QM6XnC4WSmQdTpB3B5aXakWM2GQYMMhwXVTs8ZzUqnC82itA3ic50QMg3G/vVT9d/+zprFK3GypRwT9B0JAG/BMH0aeNCgQZAJuEVouaufeKqZBlazZnKfZvddw55j8NhiNpUYMBCvM8o0EM/ERbvwr0h/xiaejxdZmkwD3+CP/vcyzW5BvzbZeHpGPxRnp6pB3ppat88SQPEsWarNjBpddockeW7bo1UWnru0P27817dqFfTCLM+26PfLxggaiLVMlMwKRYrNrOkvD0BTpLOm1u3z26ffx5XHr+93sDGl2y0ozHSg5HgV+rb2ZAWJ30u7xaTJuBAp7RT1J4rUJU21br/drrw1DbyZLVkpVlQ6Xd7lCTaLNyOh1qh7QjQzDZSaBuF3T1C4wsg0UE7EjercvN73jTcyQs80cArvqVhIUBGoxoQ/mtbAdftftcub8SL+ZgT6/QjUMc5ikiBJkrofK11fqpwu1LrcmvvqMw2iMZ6vFIIG9ghrGiSKer+qLl26oLLSd6cir0cu7B31Il9WXRQL8P0yvfn1HgBQe3/HUrJUmPVHeV1i0EA5Mx4LaqaBxRRS0EC/XtMf8cyDvwCPv8HUsk2/h/Qc4XIKgRKKDv2+k5dh8xtgyrB7B4PRXI4irnlVUvlLK52aye4ZPYui9nwNwW4x+fSrTq1bnpAm1CPwBg3qd5ZTnBgbBQ3Emgb6jA3l7I3DatYEBfTt/gDjJU3KZx+oroVRTYOsFCuGdshFm9xUdC7MMLhXbMTzb06WbnmCnv77qQSLJnQrxMktMtWzm9VCIUSrGjTw3k+SJDTT1TlwWMzq8X5M1wL0a+1toahsi36/TLU2fAtnsZaJfh9N1S1PsJgkzedtkiSfwocOqxn/N60PMh0WvHHFYPVy/fconvcbAPjoxhH4+raxal0ScWmXzWxCpsNi+FtZWhcYStG9L+oxw+3NTtJ//srxv9LpUifMyj6sZhpYzWqrTln2zZaJ5u+3EhwNlE0QaoHDcAoheotMJ3aWAeBbqyZQRkiws+7hLU/wPmZ1XWtgccwnfo8D1YALlOav7+igfG7Vtb4ZMS63rAl+RLWmgc2sHruV9z2aGTjxpN5x5vvvvx833ngj7r33XvTo0QNWq/aHKzMz0889m45QqtrXlzdd3v+Z74ZcKpLs69GV11XeQDUNlIOyzWwyLEyoUKsg1yN1bt7YTthztBI9WhpXxTbVFcnRB6GM2uVFU41uUEyR0w+Mc9Psfo9H6Q4L3LKnrV40C19W1foGDXYfrtDcJpbp7LEgSRJSrGbN8VdZRy0OapSJXH2DBgDQr002vv+9FBfUpVeLxO4J+kG70hbRbjGhf9scDGqXg5w0m09PdsDbclGkfEaBlrA087Pc7dVZg+CWG3b9ZjxP/sSgQYHBmmizSYLZJKmp0/pioMprq6l1+1Zx143bJUlC16JMbN13HIDvpFGsleBpxekNfinxofRGyDQQCxnqg02pVgvEE3TK9+jyYe3wyvpdmDW8vc/rtFtMmNyrBSbXreVX6ANk8f47k2731KnYW1dHRFlyoSxPATzfX6X+g0Jpj6c/WytmJ/lbnmBXlx24NJkG4vOn2MyamhH65VGxyDQINNQKOdMgjKBBdT3aWcc7/esPmGkQZGwbztjXqck0cKHWLavHHbvZrAkUBMo0CDSf0i8BsAs1OsRld4BnjC2+jGgEDSrE5Qm67xaXJ9SZOHEiAGDMmDGay2VZhiRJcLliX0At3umLzUSD8oUXo2f6L3JDlpcQI2zJSHm/xR/I2HZPEGsaaA8+k3u1QGGWQ7OesT7LQuaNPSnobaxmE5y6764+DTHanPpBMUUsQ1fnIjfd5vc7mm63qIEifVQ+EuLks6za00P+zL997rNdiUYMGjis3hZW4iBWWaqgH+iEMmF5ddYgnKiqRfMM3zRkZWDudMk+WSFKpwx73cDljTlD/D6H/uw04E2nNGrxqvDXK1uSJDT0CZV4HozpCyEasZrFoIH281COhbVuWT3+KgGjrkUZ+HZPqeb2d5xxMqY94yku6tAdR8X9SCmIKkkS7BZvjZMce8NnGozpko9+bbLRLi8NLXSdHhw2bcFH5Xt0+xldMX/CSUi1WXwmQ/4mFfqOE/EeNFDoTxqIv/U5aXafoMGxuiBiilUXgKp7vbLsPdmkP9mgablYN77RZxWl2MywmE2wW0yGxeNiUdMgUDp8qMGAcJYnKN+5WJz4a2j64IqYEaI/SRQ8aBBZpoG+hazVIoW8PGFSjyI8vOpnlBi0FdUHqx1CptbhMm0HCJfbrclgicZ4vtrpzUzRj8lZCLHOmjVr/F63adOmiDYmWeiLYEWDUTRX/0VvyH1U+RGK5VrWxmRUnK8huidYzJIme8NmNuH/pvXBqh/3a4IG0f5RM/p9jeZE0ogycGXQIHr0A768dDtSrcaH+XSHFZV1n0E0Mw2qdZkGn/18yOc2odbkiCfi2SexBoEYXFPOCPoUQgxhH3dYzX7PcHmXJ7hRqZvce7snBH8OcdLQPMOOgyeq1WKVRi1ePc8t+QSjGlM8F1/WZBr4CRrYzN5Ju79MA8DTSg/wfva3nNYV897YhDsnd1dvIwYG9PuOWBG9QFNMUAwahPCioizNbtHUXMpNswnt/bT95JX9VZIk9ZhhNkmaCay/8ZY+0yBRxir64Ib4nc3TtJ80o7zGJRRmNV6eAHizBvXjBm9XGG8NDX1tBCXLINVmNgwaxKJ7gsst+10uFWrQIJwuwlW1xsGVRKRf4iHOIdLtFk2XnGBLb50uN/666id0KczApB6hLS3UnHBzuTXPYTObNCczArW3zHBY8cUto/Hut7/j+je+1VynnxeJ3UBWbd2vua7Wrc00iEb3BCUwYzFLBpkGyTmurferGjFihOa/3r1744cffsD111+PG2+8MRbbmHBiuTxBpE8nNTXgYEo5K5WIg/9QGL3fsSyE6BSXJwg/wsq6aX00P9o/akZR+aoYt11UBsXRrv/RlOmr3DdPt6vrUfUyhPZlgQJE20pOYOxfP8Ur63eFtA3iccktA/t1Zwjmje0U0uPEG/G4nirUMRjaIQ+A9phhMmmDf5EWjFWXJ7i8azWVCeeJKm9Ng1DMObU9MuwWLDmvJwDv8oQKp3GmQU6aLa4n6vFEWaNvs5hQnJNqeBtxcKlvVSnuJ8pvrHL7IR1y8eWfx2Ji90L1Ns2FJQj6j0icNIt92MW03cw4SPgZ0zVf/XeqzaKZQPjLkhInyP72e32gK1GCBvoln+I+IbbTVCb3Sk2DQEEDNRtJn2kgLIdRJsw+QQObEjQwHutFM/PHIhRC9BcbCHV5QjhbpS7/TIJMA312gDiG1AfUqoOMbVf+UIL/W/0zrn71m4C3K6uuxZyXN+KJT37RPH9NrRvVdZmskuQJ/KVplicEnkf4O2uvj1fZhS4f+0u14w6XQSHEQHV8QqEEsMwmg6BBktY0CPub8fHHH+Piiy9GUVERHnvsMUyaNAkbN26M5rYlrFishzKK5j73+a/4XkhXbMigQWWSZxoY1WqIaU0Dt7blokI5sFpN/gcS0WAUvT8R45oGytmPeDqLmegy7OKZTjtMJkmzHlWUZjerA/RAmQZvfv0bfjlQhtve2eITADCiX9aipAnmZ9ix8/7TQ1ouE4/ECYw44Ll6ZAfcOqkrls8drrm9OPCMtPaLMgApq3apg2llqcHxSuOziP4smNQV3y0ajz6tmwHwnHGpdbk17THFQVpOWiOcjk5QLZql4N1rh+Gdq4f5bXssnoHSZxp4qoF7/l1W93kE2nfEIKF+2Ur7vHT132INEeWzbZub2qDZif70FQo2OnRV1f3t06khtGuTJAkzBrdR/05LkN8ZnxMEwnsgfheVYPuxSuOgoTiO8DcZFu+jFFTV77fK2nOx4KsommnYak0Dl+x3iULItQrC2Cx1eUJSZBpo3yd9BqvIKZx1Fz9/pQbOj3V1U4DABSZX/lCCD3/YjyUrtmnS/6uFFrJWs6kucyi05QkKo2LN+g4FyvGiutaFE9We/bll3RIop0v2CThFeiJQ2UeV7CdRPC+ji0S9RjJ79uzBPffcg/bt22PatGnIzs6G0+nEW2+9hXvuuQd9+vSJ1XYmlFgEDfxFrR5cuS3qzxWK8nq2/ks0RunE4azrCoWnqqxyQNW2XEzzl2kQ5X3MaO86UVUb07oGytmP9AQZzCUCcXnCvWf3AOD/bF263apeFyjTQGzB9LnBUgM9n6BBuWcN7uD2uUHvG8/EM6DiBMRiNmH2qe3RqSDD7+0jXYKjHBOOV3lTSpU2iMrgqD7ZR2K6N+Apeqa08O2Un471C7w1i4xaB5J/PVs1w8kt/BeEFidD+laWkuTNUNEvTzAiZoDof596tMrCHWecjEen9tZUGX/ior4Y3D4Hz13SN4RXE3viEosUq1lzvPI3eQsl0wDQZjUlyjr1QMsTxPdKKbSpTA71Ey9JknwmLr7dE4SgQd3+lqXLVkux+mYaiM8V4claDTHTwF9wINRMg3D46zKRiPTvk7jsZ3inPIw7uQAjTvK0lhRPiCmBmzmntlczW8QTkuJvkJ44sRdbwtfUutXAhHJ80yxPCCFooC9sCBgVQvR2MFCW7SiBWZfb7RPwiLSugXIo13d5AZJ32W3Ir2rSpEk4+eST8eOPP+Kxxx7D3r178dhjj8Vy2xJWLH6c2uWlGV4uti1p0EKIzuTONDAaqMUq00Ac7Fl0yxOUyYl+uUS0Mw38nS1QKjNHm9stq0W9ErEoXrwyWlMt/iCLhfDSHd5U4EAtFw8Ihbd2H6nwezuFftmU0kc8UQbt/ogDyVCOe+LtI133qwYN6gZCNrNJ/ezqm2mgsFlMmi4xSqZBhsOi6bIQD8uHkumsjTiYNzqOK4PNsrpgkFF9HSNug9nb5ae0w1m9W2oum9CtEP+4Yoja07yxiRPhVJtZU4PF3+RN7MAQaL/PSbNhQrcCdMxPR5/ibL+3iyf6Y4U4+RDHgUbtKoM9llGxNuUYoEzSs1L9LU8Qj3/e999ovwuXt3uC71lh9flCXp5Q/2NGMhVCnDagGAAwoK1nvxePoSlWM565pD/mjukIQDu2VbIOLx7cRg00iGfklfojRjTBBaHLT02tWw2WKifAxP1JHzw1crpBLQV9drW4fysZjsqYyOn2zV4Jp5Wk5v51j2eSJNjMujpGCVJ4tb5CPsW3cuVKzJ07F1dddRU6dUrMNakNJVBRj3Cl2izITrVqipcA2h+FcPrShqNGSDVKS9JMA6PMjmgUTjEiHrBt/pYnBPnxj5TVLBSWsnoLZQWaTEbiyU+3q//O91MwjOqvffM0tGyWgoqaWrRr7hlgisejZilWHKs7hog1DaqcLjz96XZUOd24TldzQKxa/OjqnzFvbCefNe7Lv9+HDIcFwzs19/meHKr78U70szfi+xhKdow48Iz0rIMy4FPOnqTYvC2e6lvTQJRqN6Omwo2KmlpUOr3ZY2IQsX1z44B1Q4rmxKSxuYSBqlGtCLvFjBPwBnFsQdbGDm6fg/U7juCcPi0D3i5eKe0gAc/vmrgf+12eINwmUNadJEl4ekb/KGxlwwl0gmBs13xcPqwdCrPsPpM3o173VrMEsUOr0bjBbjVpJoW+yxN8Mw3EzyWa30yL0FrW5WdCF3JNg7CWJyRPpsHE7oVYef2panBQHEMqaf3eArue99TtltXaFg6r2dvqXVi6drS8Bmhu/JxibSyxNXCV0+UtGlj33GKgwN9JUVFxTio23T4OvxwswwVPrat7Hb7fFaWlrHLCS8m+dOlaLnped2RjeuXuFrPks/Qn1GBvogl5xvfZZ5/h+eefR//+/dGlSxfMmDEDF154YSy3LWHF6sxMusPiEzQQD58NFDPQrH9O1paLxdm+Z2FilWkgRjv9Lk/wqWkQ3fddHKh8t3ACTl2yBiXHq6JaVV/09jd71H/7a01G9Wc1m7D8uuFwuWV1YpuqyTSwAYc92QLpDos6ODpWUYNnPvsVAHDhgGIU1qW+yrKsyTQAPIOBZsIa6X2llWqBpG33TFTbEGU4LDhRVYvDdZkGsQimNiRtpkEoQYNYLE9QJvZm9TK1e0IY72+azYJjFU6UVbt8OuIsOa8nvtp5BLOGt49o26OhoX7bGkKwVnDKxE4ZdAdbivaXC3ph7S+HcV6/VtHZwAYmZppV17rRTMhyMZoIA9r19cm2vC3QCQKL2YQ7zjwZAPBX3dJUo+Or/rGMjhEOq1mT+u2vEKL4nouPY45iiqty5jhQpoG+K0A0JVOmgSRJOElYMieO8ZTgjL61eHlNrbrcJMNhUYPVZUJ9K/0cRFQtLE0UgwblNS7c8e8fPM9d95hpdgv+OWcIrGYp5HlEdpoNqaVm4W/f5V1KS9mj5Z7nV4ITtW63z5KXSGsaKPuiWZJ8MguSNdMg5Fc1ZMgQPPPMM9i3bx/mzJmDf/zjH2jZsiXcbjdWrVqFEydOxHI7E0qs+nMGO6sfTl/acCgHA5vFlLTrds43GIDFKmigHLiUqrJihNKbaeC/OFI0tG/uLZpls5jUgUKsMg26FnnW/OZn2JO2n21jyUqxatLLxQGeWH073W5Rf6xLhMCAfoCg/2Hdp6tKvP1AufrvXYcr1DMVeXWV3ZVMg2jX4Who2poGISxPEAJ7kQ4glO+/klWgzTQIveWinvI6Kqpr1QChsk9MGVCMv1zQKy4mZcM7eTpUiF0AElWwlFjlc1XSe4MF21plp2LKgOKEPY6KE1uLWUKB8BnnpBqfgBGDCfGwf0aTzzptPycI9GOvYMsTTJLxMh/9BDmU7gniPlnULHpBf233BD9Bg9jVQUzqrmDaTAPPu6PsQ8rYVvntt5o9k2/lPuKYoDxAgWwxy1Bfg+CrX48A0GbxDmyXgz5CIdRQiPOgPIMivcp4Rxm3KMVinS7ZZ9+JfHmC/+4J0c4Gjhf1flWpqam4/PLL8fnnn+P777/HjTfeiPvvvx/5+fmYPHlyLLYxYXTKT8MfhrWN2eMbRePEliGRtg8J1c7DnklCvKyJjAWH1YxFdRF9RbBetuFSDthWk0lTCAvw1jSw6M8YRDnT4KELemFguxz844rBnsdX17rHpoOCEvG9dnTHmDw+eYmDyTyhRVu6w6Km+YpdEcRCR8rluWk2dMr3BJaO6tJidxwqU/99qKxaTXVUeoqXqtW9E/tHVNM9IYSJihjYi3QAYTH7TiRtuvWm4QRllMFxWXWtT6ZBPHl0ah9MG1iMZy9NrFRzI6FmGhyvSo7vTSiuG9MJg9vn4A/D2qFjvjeALWY0idLq+V1MJPoxgL8TBPpJitH40GrxTtDsFrPhchh9UCpTFzRQxgL6rha3TuqKrkWZuHZU9H7DlbT5xso0UAKnybjsVpysK8EZm9kbNPj9WCXWbT8MwBOIkyRv1qs4DgzUVUssglzu54RTpPVp2ual4bbTu/oUeFXou0UpmQYut+yz70R6ItAtLLnQ/8Yn6wnViL4ZnTt3xpIlS7B48WL85z//wfPPPx+t7UpI/7xiEHJzY1chPNjZqpBb0URICRq0zW38ta6xZNNNzGNXCFFptyhp/g9o+8GLop1p0DYvDf+cM8T7vEpV/RhlGiRTa6N4Jw4K8zK0fb6VgeYBMWggpBUq9QwKMh3qPjH92S9x2+ld1bR1MeAg/ru57qxwon/WYsZGWqMVQvQuT4jGmQ3lLG1FjUstbptijb8Bc06aDYvP7dnYmxEVFw4oxmtf7ka/NsZn2LyZBkoGSWJ/b0Jx/ThvG1bxu6VkpOmJE2R/rS0TmcUsQfnp9fe91o8Hg2Ua+As+6Zcs+GYa1LVc1AVqZp/aHrNPje7SJWVcU1Hj8l/TIMSzw+GsmlAyDZJx2a24xFVZBuINCrgw7P6P1euVzFMl0HBcyBo4EaB7gphp4C8jQX8CLByBlszpPzslCOZ0uX32ichbLnr2RZPJ93vKoEEAZrMZZ599Ns4+++xoPBz5YXQmyWKS4HbLKK10Nti6zx0HPUGDeCiQFUv6L32kBxh/1KCBRVucBgDS636wW+hSAGOd+pQS4+UJ/vpGU/SJP6ItmnkrbjdPt6vX7ReWJ4hnCw7WXZ6fadecIbjn/a24ZEhb2CwmdXIDeJcu2C0mn7ThRB+I+Wu56I84GI90P1cCicoxKMVm8Zk0hFUIse4zKdMsT+B3MpZundQV3VpkYtzJBYbXK5+rN0Mnsb839WUxm/DPOUOwYecRv++RWDU9PwlbgnrGAJ7vo9+ggS6YZJRSbxUmiv6WOYhBKU+/eU8BPCVjTF2eIBzzYnUmXmkzevd7P2JUZ+Nqe7EsiqpmGoSw/CzRGJ109Dex7V7XMlYJNIitCcsMWh8qNJkG/oIGMV5GpR9nNEvxZhrouy1EujzBJWQa+LRcTNKaBvF3SoH8MtoJTZKEmS9uwJptBzWXl1fXItVmnI4WrtJKJ1xuGXuOevq2Fyfx8gTAt45ArFsuKsECMWig/FDbLWYsPrcHFrz9vfp3LKk1DZyxCRpUCxV6KbbEyW7Pls3Qo2UWnC43irIc6nWVwucsBoqUFOmsFKvPmuntB8vQtShTs5yhpC5okG63+Hy2iZ5mLW5/KINmcXCUGuHZe30h1FSrWZN67Nm++n+XvJkG3qBBMq7njSdpdgsuGtTG7/XK4DNZlvWEY2C7HAxsl+P3enHimJFkyxMA7RjA32+9PphgNNHVLE/wsx8ZLaNyWM1wurRn3cUgcKyWMKU7vM/hL3M25O4JYVQ1UDqWRHq8jkfi8gTlHfRXD0QZ29ssvu9hWaCaBkK75XI/S1uNOpNFk/6zE1sumiXtvhNx9wRZzDTQtVxkpgE1NqOIs1uWfQIGANDn7lW4aFBrLDyzW1Se2+WW0fuulZBloG/rZgCSMy1QpH+/a2LcctFq8l2ekC4MBDKEH9RYZxooE4fKGNU0SKbWRvFOjLyn2s349zXDIEmetbNGE0QxgKAMENLtFp8fwf+VHPcEDYTlDAdPeDITHFazz1rZRE+z1r+PwYg1ZhwRnr3XBzBTbGafvtDhTC6V11FW7VIDhIne5SLRKcf2SicDq/5cOaIDPvv5EE7vURTVEyPxQmyz6T/TQBc0MGy5GLyuivh9Vx4zReiooFwvjj9iVUfi8mHt8P53+wAA4x7+r+FtAi3DDbeu1+NrfkGlsEQrlON7otEEDereJ38TW6WuiD5YDQTJNKgVTj7UBWAKMx2ats1GjxlNDl1AS23j6XIDuhOvkWQPu92y2mmiKdU0SM5XlaSMDvr+oq41tW688MXOqD33kfIa9Qvy6yHP8oT0JDywivRfemeEqUz+KGf4lMGh+DxilehQiiNFizJB2rT7WEweX+0FnKQH1ngiDgoz7BaYTJI60M50GAQNanxTDNPtFhToWmP+b5+nY47YWumw0inBYvJZTpXokx9HPZcniJOZyLsn+BY902cahJN9pLwOo+4J1Dh8alUk+PcmFgoyHfjohhGaWgjJxBLCZN8naGBwTBKXJ/g7/mpaw9Y9ryZLSmm5aIt9poHS6jeQwEED779DjSWVV9fiwQ+34W9rflEvi8disJES9wUxU+dPEzr73PbUTp6lIUZZAaFmGii3u2hQa81tYr08QV8I0SIU19QXQoxkeYJY0NYs+baNTNblCcn5qpKUUeSqoYofHirzrnlW+rQmY4VZkf5MXqxqGigR/Yy6zI1JPYrU65SsDkD7+cd8eULdgfeDLSX4aX/026lWM9OgUaTrggT6StmAdnlCWbWyxtOCKf2LcWH/Ygxo6yng9vR/d6CsulZTJOlQuec4YbOYfM58J/pnLR7vQjn2ia8/0rOh+sFbqtUMe4B+7qFSXkd5jQuVTm+RRWo8+rXqDKw2PWJmkb+gUUgtFy3BMxbE45RyMkIcVarLExog0yCULKdAyxPCqXcgBr0BT7Ah0bPijIidBsxCAKGD0G5bf1urQVZAdYCMWzHTQDnhkKrbV2K9PEGcvD91cV/1+ZwuN/RD+EiWJ4hzL7NZ0mbsmE1JmQEFMGiQUMSDfou6iGyo67siZdR6L9laHen5Zhq4o9LW8lhFjdqqBfCuG1fO+g5sl4PXZg3CinnD0SrbWzdCDBTEenmCWTiwb9x5NOqPrxTMYSHE2NMMAHWDMqMiYkqKZll1LV7/ajcAz3c9J82GB87viTmndlBve/s7WzQFj8RMA/3AK9HXZouD5lAm1tl+2sWFw6emgc3sk30QVtCg7hheLrRcTPTgTqKLRoFLSmyhLCsQg4aeAoa+twulNoK4fym/D+IwR9kfG6KmQSgp3YFOlLnDyDQ4rusGkGo1G7bySybi+6yva3C6cNJKn80GaIsd6mlrGii/JyZNPaRIOwkFIwYNctLsagAu2i0XxbmXxaRd6qlfTphMEnsU18SIX3Rl3U5tjM5+6xlFF/0VUUkW+t8NWY48s+Pznw+hz92rMO+NzeplR+r63os1IoZ2zEOXQm27KW2mQWy/umL9hlhUEmbLxYbTu7gZuhRmYEK3Ap/od36GA0W6lFAlTf2Wt75TLxOLjTVL9e6nyzb9rtlXlLM2dovZoBBiYn/W4nKsUI59lw1ti4Ftc/DQBb0ifm59QSqHQcvFcNZQpqldUsRCiIn9OSU6fSA10b83VH+hBA3E77u/otehtFwUA8nKviamXiuPKx7zYnXCKJSU7kDZBNrrQpu4id1/AO2S0GRlFQa3+vHdo1N7q/82qj8QaqaBwm4xa4IG+oLK0Sa2Bm2WalWzKpwuWR2/K5sQyZJjcS5gkiRN16FkrWcAMGiQUMQdURnEx2qdvZ7R8yRjsRiRUT/ZSJcovPrlLsgy8O63e9XL9h7zFIlpKbTDMyIOHmI9kBQPiIEiy+E+thKF1qfLU/RZzSZ8cN1wPD2jv+H188dr1zRW1NTi611H8F5dQSpAO0jUF0A1KhBqs5h8WvcleoG9/AxvcCWUNm/5mQ7888ohOK9fq4if27B7gk+mQfg1Dcqqa71FwBg0aFT6iVMaP48mRzxT6W8CEuhssdHj+Ds+iGdmlXGF0ckoMXMq2FglXKGcoXWHWNMgVMd1yxOSsd2invjbIRa4bNksRTPuNfo8AgUNxEwDhcNq0tQxiHUhxDTdCQ7luWvdbjUTxVs/LDrLEywmyTBjJxkxaJBAxIO+8sUIZRL766FyTH9mPdb+cijs5zaaGCR7pkGvVlmYP/4k/G16H/WySJeDGEXJfz9WAQBoEeSHWJNpEONU78uGtlX/rbQhipYTQjpgpiO5O3DEi0Dr63LStGn0lU43rnzlG81lYnAnK1X7mVUbHIOMlick+nKm4pxUPHVxX7xzzbAGb0voU9PA5tvNIqxMA7uSaeDyKchKjUN/Zlm/JpiSnzZDwPj7mBpCYUJHCEsaUw2CBkYnibJSrbh2VEeM7pKP/nV1baJNkqSgxzF/Q7DDZdX4XBjjhrs8IZknfMU5njHm8E556mXi77J+XGl04qzaIJsg0HU2s355QmwzDcRWm81SbOpvp8sto9atraUVraCBSbc8IZmL1/LXKIGIB1M1aBBCG8A/vv4Ntvx+HGu3H8bO+08P67n1Xy6TlNwHV8DzA3bt6E51ke1NAABXhJkdRqlZSm97fZq4nniGN9Zp/e2bp+OcPi2xbNPvhvUsIqGksKdYfVOsqeFl64MGNbVq60T1NkKgQJ9pYPTD6ymEqA8aJP7xYmL3ouA3igH92ecUmxmo0d4mkkKIZUJNg4YOiJCWvgo3Mz+aHlsIWYXiMTmULAJ/JxrE73uKVUnlNh5XzjeotB9tdrMp4LjW3xLR0x79DAd0v1uh0GcaBDt5k8hWXT8CFTUuzYkCMWigH51aDcarRtkEiiqD66wWkyYIFvPlCcI4w2YxqZkNTpcMe93mpQQIjoVK2Q+VTIZknw8pOGJPIOLA0bs8IXjQ4MDx+h9I9fTPk2azJG11UD1PizrPv53uyJYnGL1nJ+oKyeknY3oFmQ7MG9sJUwcUo01uasDbRoOydl2sph+pddsPY8SDnwAI/nqpYXQpzEDrHO/+tPp/B3xuI2YViQPUVtkphimhNotJM0iVmkCQMZb0Z3yMAm6RFEI8Wl6jtsjKiWIBR6o/fQYfgwZNj5jO7e+4Kf5+1voZlxjVK9AzzjRomFpZRoJnGhhP9PQBg1BHp2L3HwA4qSAjxHsmHofV7JNZKHYC0mfSGhWEVPa1Xw+Vo/89q/CXD7ep11UaLGW1mKQGLYQ4bWBrDGibjcuHtVOfH9BmGtiDBMdCoTyW8toSvdBzqJrGq0wSYgRNSRcOJdMgGn1R9euYEj3VuL6sQq/XSIifxZyXN2LL76WoqA79DN+8sSfh/vN6NkjARvkxiWbQYP6/vlX/zaBBfHBYzVh5/an4v2meZTjKmMxmNmHqgGJM6FaAtrlpmvs8dXE/AP5TQO26TIOmFGSMBf0x3Lh7Qv0nl8qEQWmjCwCZKU3r2B5v9Eu2mPnR9IjfbX3miUIMJPo7Yyre11/wSbxcCTI0UFMuQ8GCBqHWLQh5eYIu06Bls8AZn8nGHCBAZTR3UMbAo/7yCQ6V1eBva35RrzPKSjWbJM3jxD7TwIJ/XTkUd5x5MgAYtlxUMnUjCRoocTrl9TSV8Q1/jRJIsXA2UIkWBqtpcNUrX6MqhMBCMPrgRDKkGteH2SQBLqA20uUJwoHlwx/2Y/2OI2obx3grLKkMOMSWepESiyoyaBA/HFazJt0VAK44tb3fdNTcdM/x50SV8b5hs5g0A5CmdryINv1AOsVm9jmrE06dE6O6NE1l8BOv9MVhmWnQ9BhN5APx1wpaDNz6Cz6J3QKU20/sVogVP5SgX5vY1C4IJFjQwBWFtteiY7qgQVFW8i5P8KdlsxT8fqxSU+sAMM40cLpkn+CA0+WGSZIMlydYTA1b00BPydD2BA2UmgbeJQvh0mcaNBUMGiSQ9nnp6r+VSt7BMg0+2FISlefWV9BvapkGFrMEOCMvhKg/CJdWOtUobFqcnVFS27FFsXuCOCHhGc34op+cBPqOKz/EZX6CBvqWi/G2byca/WeTarOohQsVobQr83lc3Wd82+ld679xFFViNXOTFPv2uhR/xGNvKGnP7fLSDC8PJfiQalD34IHzemJIh1yc3rPha7gEO44FarkoCjW28NuRCs3frXKaXtDgkam9seZ/B3DlyA6ay80GAeRal9un5tHxSqffYI/ZJGkyZ2LdPUFPycBzy96M6WgWQmTQgOJWQaYdQ9rnoqKmVl2D3FBrz/QD1Ka2Pllt2xLh+214EHbHZ6aBMqGoiFKmQUlpFQ6VeX9s2DkhvqRYtT8HgdphKoNLZd+1mU2arCdPIcSm0be4IeiDLilWs6ZCs9UsGZ4VCiZVdxxP5iJgiULM/uCynqZJPPYG6mby2qxBeHDlNtzqJ9iXYg2+PCHFILiblWrFpUIHpYYUtKZBiCduQrlVeXUtvvz1iOYyfwGYZDagbQ4GtM3xudxoQux0yz5LVsuqa2F3+VlGo6tp0NCTbDEDr0LXISiioIGsLYTYVDBokEAkScJrswcBADbsPAogcM/UaHpn8++av6OcIRb3lPWD0c40EOkH8I1NGWSUR6mmwT827I7K41Bs6NfOZoSQaaC5r9Ob+WQzm9A83a5e/7+SE1Hc0qZHn/WRYjNrBvvhZBkASqsoszqYamrB4HiUIQRT9e1NqWlIFQK4gb6TQzvmYVnHPL/Xi8d0f7URCjK9a/j1nXQaQygtF50uN7buO47uLbL8jqn8LdkQPfnJdvXfL88ciPwMR1i1YZKVflmB0yWj1uX2CRo4XTIWvfud38ewNOLyBLvFBEnSzlmUExrhLDd+ef0uvLh2J24cdxKAppdpwNM/CUaSJEiSN3Lnb01xNMmyjO0HyzWX+avWm6y8mQYRBg0CFI4z6onbmJSzDvosk3DpaxhEGoCh6NKfiTJa767QD+z0NQzsVs/+fMmQNgCA68Z0iuKWNj369zszxaLJ5IikL7Q2FZoD5sYm1hbJEwJv1HRYhImVv8l+KFJCqGmQl25D++aes+vdW2SG/VzREiwA6nLL+NO/vsXkv32Bxz7+xe/tQjmxJXbDGt6pOToXJm/nhHCIE2Ixzd+opsGabQcNH8Ni1mcaNOw4V5IknyVeSiHEYDXhjNz+zhb8cqAMV736DQBt9vCIk5oDACZ0Kwx3c+MeMw0SVEOmxBgVN2lqEz7lRzzSYIm/9XjxWCPCm2kQncCUPiLbGOslyT/94DTg8gTd2Rib2QSTBJRWev8GgIVndsPYrgWGqY8UPrvFrPm8ws00ADy1S5ThXiQTFIqObKHlpb44KTUNJmEi4ojgzLc4rvC3PEGSJCy7ahh2H6lAj1ZZYT9XtATvniDjnc17AQBPfPILrhtrHJAOtfYBAMw8pV3oG9iEaPZDqwnK6lL9ycpAJ9MsjZxpAHiCZ+I8Rvmdi8bybrPwehaf2wMbdh7BpB7JO7aNv5kKhaQhU2JOVDt9Louk6mgiUoq3RBos8deyMR4rZCtnJpSWkJFS+sCP6ZKPPwxrh2Edc6PyuBQd+jTY+mYaWGThrETdY5lNEk6ti75TdImfVyS/B6FMLKjhiOnWY08uaMQtocZyvMo75gqnVomimRB0ChQQzEq1okdq4wcMgOCFP8XuCYECA6HEDI5XesYkrK9kzGKQaQAAJ6q0cwJngJNpJknSZNE2dCFEQMmg826z8jsXaeYwoM00aNEsBWf1bhnxY8az+MqHppBZGjBap1RIF9c4u7g8ISz+gg7xWF1eKcxo1Hs3HErrxuKcVJzSKY8FvuKM1WzSnAUIFDTQD+xsZpPmjJg9zpbaJKNoLSUQjz2saRAfVl5/Km47vSumDmjd2JtCjWByrxYAgAFtI2t5mJvmXd7SKkGKnIZS00D/b6P6BaGM1I7XtVvMYicnQ2LASiwoqARbFM5aN/q2bgZA2/0F8G252JBzF4X+t1JpMxpsecJnPx/E1n3H1b+NMhOaWk0DflMSVENG65R+4Ck2M07UTfyaWpVt5cAQ6fIEv5kGcdY5AfBOJipqXCEVFQqmvC5jIS0OXyt5OCxmOF2e73ig5Qn6dHiH1aQZpNlDaBNGkREDN/VJxdUTjz2saRAfTirIwEkFXF/dVHUtysQXt4xGXnpkhQkLMu24dEgbpDssyBcKHsazYEutxLGIMp4yOvyFckxUMjoyU5hpYEQ8ix4o06DWLUM5n9ayWYqm8LHZrF2e0BjdBvQnOVLU7gn+95HtB8sw47mvAAA77z8dAHwKQAKNkznRmBLm1R49ehQzZsxAVlYWsrKyMGPGDBw7dszv7Z1OJ26++Wb06NEDaWlpaNGiBS655BLs3btXc7uRI0eqxQWV/6ZOnRrjVxO5hvziqRXRLSa8OmsQxnTJx73n9Giw548H1ih1T0ikTAMlnbHWLeNEdS0mPfYFnvlf+IcMZR1cPNZvIA9x7wyUaWAySZqsBLvFrMk0iGSNPYVGzNSJJGgg/pawpgFRfGjZLCXiSv6SJOHOs7rjTxO6RGmrYi9YpoH+xIvT5TZOjw/hkFiqZhowaGBEzAqwCgUNj1f5FkJU5gn68V1jt1wEfIPh3uUJ/k8C/iQEPpQMA6Oi4JEsH0pECTOymz59OjZv3owVK1ZgxYoV2Lx5M2bMmOH39hUVFfjmm29w++2345tvvsHbb7+Nn376CZMnT/a57ezZs7Fv3z71v6effjqWLyUqGvKLp0TjbGYThnXMw3OXDUDLppppYBCZPF7lxNvf7EFphW/tBz1/PYarnNGpGxBNYqryt78dw88HyrHlqAn7SqvCejxleUKgySg1LnHyGWxtqRgYsFtNmuyCYAM/qr+7z+4OAHh0am+f62oiaL0rFrvi8gQiakz1WZ4AAMMfWIOJj3xmcLvgUYOjFTUAgGapjd9qMh6Jvw0moWubEmxROF0yamo9Y1h9XRyzSVJPugHQ/LuhiEtsTZK35WKgQohOYUe7b/lWlFY4DZfqNkbmRGNKiNH71q1bsWLFCqxfvx6DBg0CADzzzDMYMmQItm3bhs6dO/vcJysrC6tWrdJc9thjj2HgwIHYvXs3Wrf2rhVMTU1FYWFitchoyHVBYqZBU6WcVTWq5XDVK1/ji18OY9Yp7XDbGScHfBx/mQb947C6vBJZdrllNU0LAI5VOBHOSlulCwODBvHLbjGpKXjBak7YrWaU193WE2AwTmWk6LhoYGuc3qMIOQa91KPVzaaprc8kovhiMwf+7dCfeCk5bnwSI9gR8dUvd+G3I552P+xSYsysW1ZgNUmoAXCkvEZzu1qXW60PoA8a6DMNGqOmwU/7y4TnN6lLCmoCLE+oFk7kvfDFThw4Xo2rRnbwuV1TyzRIiNH7unXrkJWVpQYMAGDw4MHIysrC2rVrDYMGRkpLSyFJEpo1a6a5/NVXX8Urr7yCgoICnHbaaVi4cCEyMvyvJ6yurkZ1dbX69/HjnkIZTqcTTmfws83RILvCOzMdzvZV1ngOEBaT1GCvL94ox4Wqmlqf9+CLXw4DAF7/ajdunhC4H72z1vhzmzuqXVy+tw6LSZ0YKkorqsLaVmUdnMPcdPejeCdWGQ72GYnLE6wmSXtWAu6E/YyV7Y7H7c+wGX93shyWsLe3RjgmxeNrptiI5/2cmi6LKfB0P9SlWLUut2ZMrt/Pb122Rf13ToqZ3wMjwkkySfJO+I+WV2tuVuOsRU1dS8MU3clFt8sFseKRJDf82GDu6A74v4+3A6gbq8Czrc5al99tqdB1jXv/+324eFArn9uZpfg4hjbUNiRE0KCkpAT5+fk+l+fn56OkpCSkx6iqqsItt9yC6dOnIzMzU738oosuQrt27VBYWIgtW7ZgwYIF+Pbbb32yFESLFy/GnXfe6XP5mjVrkJqaGtL2RKrMCYTz8S1fvrze9/n2sATAjPITpWHdPxkcO2ICYMK8f36Hj9dvwpiW4g+X53Mor3EFfX/2H/A8jujM1i6s+nBFdDc4SiTZDPEMMgB8sX4jjmyr/5nNkkOex9ry7ddw7mxaLTsTRU2V9/MOti+7qr23PbR/HzwxA8++vfGrdTj4Y+y2syEE+g2IF9M6SHh9uxljmpeHfWw+dsh7TGqqx/emLBH2c2o6dv3mO0YS1dTWQj8mMbJ3714sX75H/dt3P/eOnz9dvbKeW9k0bDniGfsDwLEjh+GqlQBI+O7345rbbfxmE8oqPdmGB0t+h/j5rV61Egf2ez/TH7Z8j7T93zXI9iuyqgDl85Zdtfj+280AzNh/8LDf37zN+7yvXfHpF+sBmJFqllHhqluqcfRoXPxuVlRUNMjzNGrQYNGiRYaTb9GGDRsAGKfKyrIcUts2p9OJqVOnwu1244knntBcN3v2bPXf3bt3R6dOndC/f39888036Nu3r+HjLViwADfccIP69/Hjx1FcXIxRo0YhN7dhes8fr3Ti1o1r6n2/CRNPq3cKqvx9CfDTd8jPy8GkSQPq/ZzJ4O1D32Bb6SEAwLu7zXho9nj1uuvWeX9wJk2aFPBx3jiwETh2RP37lcv7Y1C7+FuaoFiy9b8oO6ZN/+vUrQfys9NwclEGUutRwPG+LZ8CqMbYU4eiR8v46AlNWqvLv8e73+1DhsOCSZPGB7ztY798gUMHywEA7dsWwyRJ+OqgZ5A26tTh6FKYmNXfnU4nVq1ahXHjxsFqje+01UkAFtS4Iipg2HVgOc58fB3O79sSkyZ1jd7GUVxLpP2cmo5dn+7Ah3t+8Xu9ZDJrzoD7U1hYhEmTevndz+/Y/DFKK2vx6sz+GBiHy0PjQepPB/HMtk0AgIL85jh+oAxlzmqf2/Xs1Qtv794KwIUuHdvhi/271OsmnTYRny37AZsO7wMA9OvTG5N6FjXI9itKjlfh7k3/BQCkOOwYOOBkPP/TZqRnZWHSpMGG9/ntv78CO39W/7aaJXTr1RfY+i0Ks9Ow45Bnkp4XJ/Oiw4cPN8jzNGrQ4Nprrw3aqaBt27b47rvvsH//fp/rDh48iIKCgoD3dzqdmDJlCn799Vd8/PHHmiwDI3379oXVasXPP//sN2hgt9tht9t9LrdarQ324+twh7eO5r+/HMH4bvWr3+CSPc9lt1qa7ODCqku58vc+BHt/9EuPC5ulxfV7mmIQFHhh3R5s2Xscwzvl4eWZgwzu5cvtlnG4bh1cvL/mpuz2M7shP9OBqQOLg35GdqFoXorNqglGpjlsCf8ZN+TxPBKRbuNJRc2w+Y7xcFhNIQXhKbkkyn5OTUOKLcgYKsT6LZJJ0uzX+v1cqd3Trnkm938/7ML7YjGb/BcxlExqTYN0h7bmTordBpswVrA3wvEmzeHdZ0wmCSl2zza63MBXu0rx11U/4bbTu6JP62z1drW63SzVZkFl3YXNMxxq0MDljvw3OBoaahsaNWiQl5eHvLy8oLcbMmQISktL8dVXX2HgwIEAgC+//BKlpaUYOnSo3/spAYOff/4Za9asCSkL4IcffoDT6URRUcNGwuor3IJVVWFU2VYqjNoaoYBJvIhWL1Z9gNwa5++pw+r7urfs9aSmffbzoZAf51ilUy3Wlhth72mKneYZ9qDFPBVidwW7xaRpa9SUi6YmIrZaJKJ4ELx7QmhBg0DJCDW1brUrWDy2u44X+kKI/joF1Lpl7/tp9/6WSJJnkm5p5EKI4j4ly95xt9PlxkXPfgkA+NvHv+C5y7wZA9W6uVKGw6J2AMvL8J40rgnQgSEZJcTIrmvXrpg4cSJmz56N9evXY/369Zg9ezbOOOMMTRHELl26YNmyZQCA2tpanH/++di4cSNeffVVuFwulJSUoKSkBDV1hf22b9+Ou+66Cxs3bsTOnTuxfPlyXHDBBejTpw+GDRvWKK81VOG2+QinH60SNGiMVinxQn+gC9SqJZBa3S9ZvFcrd0SpCv6hMk9KW1aKlZX1k4QtQNCAfa+JiKi+6tty0R85QP+ESqG4MwOm/ulbLlp0c4BTOnpO+ootw8Ulq8o8RR98aGhie2hZltW5jFPonvDlr0c099G3MbaaTSir8gQNMh3e1+gM0IEhGSXMLPDVV19Fjx49MH78eIwfPx49e/bEyy+/rLnNtm3bUFpaCgDYs2cP3n33XezZswe9e/dGUVGR+t/atWsBADabDatXr8aECRPQuXNnzJ07F+PHj8dHH30Ec5C2L40t3MlmOGe2q9ly0Scare9TGyqX7hcvWhkMsRKtH9SDJzxBg+YZvst6KDHZLGLKoXY/YVtNIiKqL1uUTk4FCi4o7Z+tZqlJj2uD0bdKFCf8p3TMQ2aK53e+okYMGph97q/NNGj491uc97g1QQO35nJRdV1XoZMK0gEAFTW1KKv2bRtu1IY9mSXMyC4nJwevvPJKwNvIwofetm1bzd9GiouL8emnn0Zl+xpauGtP9ZPWUCiRtKacaZCmmwQdLa9BXnr9J8Au3T7ZGKla9REsK6DW5Q7pR0DJNGgexntG8UlcnmAzmzChWyEeWPE/9GndjGvjiYio3qI1iQ80/FcmufUp5NwUiUEDs0lb08Bi9rZZFjMNUoQTCMpJMXGMaG2ETANxPOLWLU9QVOhai1fXtZDs2aoZftpfhsoalxA08GZShrhaJmnwG9PEhBM0qGGmgWadFgB8u6cUnQrqXx2+1qXPNIjvyVWwTIMjFTXIz3AEfRwl0yCPmQZJQzwepNjMaJ2bii//PEZzpoGIiChU0Rtn+h/rVtRlGvC3KjBN0EDSnuSymEzq9cqE22qWNIEFo0yDxl6SK2YaVDn9ZwkotQqa1S21rHQKQQNH0506N91ZYBMVahEZkbcQYtPdXfIztRPj+f/6NqzH8VmeEOfvqSPID3hJaVXA6xUHmWmQdOzCvquk6xVkOpDhYD0DIiKqv2gFDQKdH/NmGjBoEIhZ0mUaCMtprWZJDQBU1mUa2MwmmM2+9QvMjbw8QeQphOjZhkpddoGYMaFkGjRL9YxnnC4ZRys8y5LT7U13v4nvGQtFnf5MdyiUiFtTzjQ4q3cLn8v0hVJC4bM8IcEzDSb/7Qu8+fWeoI/jzTRg54RkYRc6a+iX7xAREdWXOCa6PcROPkYCLU/2ZhrwdysQ7fIE38m/ElSoqpt82yzawIKSmWBp5EKIIk+mgWcb9J0Pnv/iVzVwoNQ0yEr1jlmVcaxmeUJMtzb+NN1ZYBMVTqaBMjmO9/aAsZTpsOK07oXITvUeLJR1+npVQhqTnm8hxPh+T8WK+P421V/WRWWNSz3wHirzdCxhpkHyEDOP9Mt3iIiIIjGgbXbY9w2UaXD/B/8DwEyDYPQ1DcTlzYlz+gAAVrJJREFUCVaT5LM8wWYx+SxhUO6rXtbI8wiXW/Zbn23Jim24499bAHgDChl2C5SEi8N1Y35xeUKw2nnJhkGDBPaC0FM0VOF0ClQzDeK8o0SsPXFRX3z557HIS/dEHo9X+XZQcLtljHv4U4z6yyeaVCeFPtOjsdd3BSMGDbJTjbMEMgzWd5VX12LI/asxdPHHOF7lxCHWNEg6YscEdksgIqJISfCOicRCzPUdK/mbyv16qBw/7S8DoB3fkC9xbm02wacQos/yBItJcyJMOdGoCTY08vIEkyQF3IZ/bvRkzirLExxWk1rc8YCaaeAd7wSqi5CMGDRIYKO65Nf7PrVhtAdxKpkGlvie4MaaJHna8yip2ErPVtH+E1X47UglDp6oxq7DFahyuvDIRz9h82/HAPhmesR7lfkUTdBAu1b9wv7FAIA2uak+93vu819xrMKJw+U12LKnVE0H5OQyeWgzDfi5EhFRZMQhkZjdWu+ggZ8zwOI69nDGw02JJkPAZPJpnWhU08CiCSzUdU8Q7tfYtdHMJimkrGmx1by+s4Jy4hAwPnmYzBg0aGLCWp7AQogaysT3hMEShP3HvUsWDpdV461v9uCRj37G2Y9/AQCoDaN7RWNyCOvWc9K0mQbKRNGoTsZ3e46p//75QJm3Awf3oaQh1jhhMIiIiCIlTufMEayF9zfUFdexN7WzxPWlLYSoPUNvE4IGVWqmgdmwfoH4OTZ2bTRJCi3bQRmzGrUdb5WdirmjOwIA7pzcLbobGOc40mtiwlme4GQhRA1lglRuEDQQlySUVjrxv30nNNeH0/KyMQXKNFDWdTkNdqrjld73ZveRCtTUBRa4DyUPMQDGoAEREUWqc6G3lbVJnLRKEiTJfzBAT3+CTJZl7D9epRm3KTWXyJhJszxB0tUr8P670k9NA6tBpkFjL0+oqXWHtA3KvmHXjVnHnVwAs0nC9eNOwowhbdG8iS255UiviXGHMWmtqfXcp7G/7PEiPcDyhGqho8Kd//kRJce1LQlrw4naNCJNTQNdpkGGkmlgsE9VOL3vTWmlEzW13h8VSg5Hy2vUf3N5AhERRSo33Y7Pbx6FVJtFXdYIeM4QmyUJtSFGDfQ3u3/FT3h+7S5M7FaoXsYxbWAWIWpgFgofAp6lB8oSEKX1tt1s0txHCSCIH0VjjQFz02w4XF6DkwoyYDZJMEnGxTLT6opjVvvJNJg+sDUAz9LiphYwALg8ockJJz2eyxO0lDPsRh0SxEwDfcDgh72l6kGqa1EmHrmwd8y2MVrEoEGWwzjTwGh5grgG7FiFk/tQEpo+qDVSrGaMDqO2ChERkZFW2anISbNpaj5JkqTJPAhGn2nw/NpdAIAVP5Sol00dUBzhliY3TaaBJGnaKVqFQojKUl2fQoh1txczbPVn7hvKG3OG4Ly+rfB/0/oAgKb2Qvvmaeq/i5qlAPAuT7BZTOoYZ2zXgrBqySUTnh5qYlxh1DTwFkLkhA8QMg2CBA30Tv+/z9V//31GPxTn+BYQjDdiTQO7xQSrSYbT7flRUN4Hfa9bQFtsqLSyBk4uT0g6XYsy8fnNozTth4iIiKJBLGNgkuomsSGuKAg20k23W3BBPwYNAhGzBkwSDNopasd+NotJM8ZTMw2ED6Oxsjs65qfjoSm91L9tZpOm1tY/5wzBlKfXqdnY3kwDE/5vWh98vesohnbIbfgNjzMcwTc1YQQNKuomwg5O+AB4J8ubdh/Dm1/v0VwnLk8IpLF71YZKzDSwWUw4r6339aWrhRB9X7O4bvBweY0aaWamQXLJTbcbFgoiIiKKhJhZYKpnpkGwqMH4bgUwxXnL68Zm1r3f+paL+s/DZtYGDZRMBPFkZby0GRc7KNgsJjUDQhnDqzUNrCak2y0YcVJzLmcBMw2anPquTjhaXoOte48DAJql2oLcumlQJsuf/nQQn/50UHNddYBMA1G8HDiD0QcNUoQjRqDlCZXC+3DwhLejBLNViIiIKBhxlCRJks8kNpBgncLSbJz+BGMWT25Jkq6goQS3Wxc00GUaKAJl4DYWi64ThL0uq/b3Y5WY9Ohn3uxYBgo0+G4kkQfP7xn0NvVpuehyyzj/qbVq+nkzXfX8pipQOnaomQb1+fFrTOLyBJtZ0gSdlBaMTl2vY6fLrR5wAeCEUDCSB2AiIiIKRtJkGniKIYYq2EiXxXuD049TzbrlCfpMDYfVpKlZoEw3KuMwaCCORW0Wk+bvH/cdV/9ttzKTUsQRfBK5oH/w9Vn1yTTYuu84th8sV/9ulZ0SzmYlnUA/NmIBwEDEtWLxzCGkntutZuQ5vDuQEqnXZxoEeg+sCbIsg4iIiBqPSXuiu17LCYJnGnAyGIw+I9ZfIURFitWsmXwrn0FViOPihmTVtYb0FxxorMKN8YqhtiZGrkemwcadRzR/pzKdC0Dgg0i5QXFEI+YEmTyLyxMy7BakpgOPTe2FjgWZ6kG31i1DlmX1rIDSJklpayMWQZQSJMOCiIiIGo9+zXx9ahoEG+oy0yA4fVBAUwjRbILFpM0ydVjNmjGeEjSYNbw9/vX1HpzXt1UMt7Z+xNemzzQQWRJkKXFD4bemiXHLMg6VVWNbyQkM7ZAbcBL39e5j6r8XnNalAbYuMQQKGpwIMWiQKAeiDGEphrKrTOxWAKvVitJKp3qd0yXDZlGCBp6ocqrNjOLsVDXVi0sTiIiIKBSRnGMIdoIsnUGDoPTDVLEQoNVs8gniOHRn65XM5uKcVGy+Y3xcdc/67Uil+m9ZltWaBno80aUVP58gNQhZBkY9+AkuevZLfLClxO/tamrd+OxnT5G/12YNwpwRHRpqE+NeoAqqr325O6THqFcV4EYkRuP1r1tM76oV6hpUCkEDcUlLPP1gEBERUfwSJ2wSpHplyga7ZQZbBQelnzDrCyHqu4Dpgwbi5xVv4z9Z2ENKK51chhAivktNjFv2ng3/+H8H/N5u95EKHKtwIsVqxoB2OQ21eQkhGm1XEiXTAAAeOK8HLuxfjFM75WkuF+syiIUPvZkGFuRl2NXLmWlAREREoYhkmBSspkGGg4W960OCduJvMflmGugn3q76tmtrQPpi3RyfhoahtiZGPJAGOiD/fsyTutM6J5W9SXUijZjWt6BPY7twQGtcOKA1nE6n5nJNpoHLm2mg1DRItZnRLMX7wxxvkWYiIiKKT+KkVNacGw4uWFJCZgqnP/Ultqm0GBRC1GcexHHMQKOm1g1JkmCzmFATYge0porfmibmwQ+3qf+W4H/iur+0CgBQmOWI+TYlmkiDKInSbjEYSfL8aLjcMmrdRpkGZk00n50TiIiIKBSRDJXcMvC/kuPYc7jM8HpmGtSfdrmq5BOY0X9c9VlO0piUk3h2XdBgZOfmjbVJcYtBgyYsUNe//cc9QYOCTLv/GzVRwdKYinNSNEVW9PTR2URmqQsaODWZBp6gQYrNoonm2yxscURERETBmXxqGoR+X1mWMfGRzwAAt/X2vZ41DeqnffM0pNm9YziLyeSzBKRad5Y+UYoIjj+5AIAnaHCi7rKnLu6HMV3zG2+j4hTzhZs0/4VlNv12DABQmMlMA71gafadCzICXp9I9QyCUQIo4vqwSmV5gtWMTAeXJxAREVH96Oec9TlzfaisWv13mUFTKwYNQvP8Zf2x6MyTMblXC817ZjFLPmPZGpc2aJCZEr/ZHEqgAADmjukEALALJ7Y6F2ZwabYBfmuasH9t/A3Lv9+H5y8bgH5tstXLq2tdapHE5gwa+AiWZh8s7S2R6hkEo6xhqzXINPAsT/AeYuw8ABMREVEIAi2hDeZQWY3wOFpZKVbNBJH8G93FO7nWd9MSTwQV56Rg6oDW6r9/O1KJs3u3aLgNraebJnZB16JMzBjSRu36IL4eMauCvBg0aMJq3TJKK5249rVvsG7BGPXygye8EdrRXZieoxcs+phqC3ywSaZMA+W9ECPM5UrQwG7WRJqtluR53URERBQ7+qFSuCvkXbLnsZTSS80zuOw2HGIhxGYpVpzcrRAtm/2Evm2y8di0Pup1y64ehh/2HvfpuBVPOuan4/pxJ2kuE1uHp9s5PTbCU38JbkI3TxTw3D4tfa77/OZRIT2GPuPrcF2ENjvVipbNUiLbwCQUrJ9rWpCDjTlQMYkEowQNao2WJ9gs2uUJzDQgIiKiEOhb+oXL6ZY0lfyvHdUxKo/b1IgnxPLS7UizW/DZTaM0AQPluhEnNU+YmgaKKqc3aJBiZaaBEYZSEtzDF/bGZz8fwqmdtFU+TZKnUEko9I1sDpd7Mg1aZadGZyOTTLBMA0eQg00yzZ2VdC7DQohWMzI1a+CS6IUTERFRzPjMOcNMNagRltq/8IcBGHkSq+KHIzfdjosGtYbFJCE7zQYguZbbVtaNXYHEKeLY0Bg0SHCpNgsmdCv0uVySpIDdEUT+Mg1y6g4KpGUNkmkQLEIZajAnESj1HcTlCZVCTQNxeUKitN8hIiKixhWtiZswF8SgdjmcEEbg3nN6NPYmxEyl0xX8Rk1c8sxeSKNTfnrYqV17jnraBeZz3ZehYGn2KdbA1ydTy0WrQfcEtRCi3aJZyuFyM2hARERE9RfuCELMNEimkzYUXRyjBsdvT5L52/Q+6NYiE09d3A/mEIMG+q/J7iMVAIAO+elR3rrkEKx7QvDlCUkYNKgVCyF6Wy6KEX0Xj8dERETUgKqFE8jBxm9E5B+DBknmjJ4t8P7c4WiblxZypoE+a7yibtLH6qHGgqW2pQTpnpBMQQOb2bemgbg8QeRmFJeIiIjCEO4SRyXTwGKSuDSB/LqwfzEAYFjH3EbekvjFWWESCzcLS6kgGuyMORkL9r4lVctFi29NA7UQYl3Q4LTuhfhgSwlmDm/X8BtIRERETZbT7RmnWJhlQAH8cUxHdCpIx9SBrRt7U+IWgwZJLPSaBtrorVIMhC1HwhPsfYtWG6F4oCxPqBGWJyj7T2pdT9+/XNALt5zWBW1y0xp+A4mIiCihRTJsqqpbnmBlPQMKoFV2KmYNb9/YmxHX+A1KYuGmwVfXTfocQQr6NWUjO/tv2WOUaXD/ud6Ks8kU7VaDBi43Pvv5IMqqa9XlLcryhDS7hQEDIiIiCossh18I8bMSzzglmcZeRI2BmQZJLNTIrH6ZGDMNgnv2kv44Ul6Dgfet9rlODLb0aJmF207vinbNvZPmZKxp8M6m37Fh51EM7ZCLimrjmgZEREREjcESpPMVEQXGb1ASC7d7glLTwM6ggV8Wswn5mQ7D68RgS4fmaRjUPjdom8ZEpVQi3rDzKABg7fbDqNAtTyAiIiIKlyT5nuCqr2QdhxE1FH6Dkli4a+ermGkQEXF5glKpV4xwJ1MTAavBj7DS6zZYFwkiIiKihsDlCUSRYdAgiZlCTIMX29i8991eHDhRDYA1DcIlTpaVT0DsDRxu26B4ZLX430e4PIGIiIiiQQ67qoFHMnWuImoMnBUmuVCOkcph+HiVE9e+tkm9nGeKw2OUaSBW7XUlUaqBv3Q/u8VkmIVARERE1NA4JiGKDL9BSS6UonvKLXYfrtBc7rAwaBAOMatAefvFrA+ny62/S8Ky+kn3S7ezngERERFFR6RJmlyeQBQZBg2SXH3qGugns8w0CI+YVWD0/lfXJk/QwO4nsJTuYNCAiIiIoiPSHE1mGhBFht+gJBdK0EBJoXe6tIdke4D16uSfmFVg9PbXJFHQIMNPcCCNnROIiIgoTogndIio/vgNSnKhLE9Q1OoyDaQwuy+QV7IHDbJSrIaXc3kCERERRY1wXqt/m+x6353LE4giw6BBkqvPvN+ZRAX6Gkqwvr9G6XDJ9C77Cxqk2bm0hYiIiKLvxcsH1vs+Fi5PIIoIv0FJrj6FEJ1JdAa8oQxqnxPweqOgQTJ1T/CbaeAwvpyIiIiovsSWi+FkDVjZcpEoIgwaJLlQahocq3Ri2t/X4x8bfmuALUouD03phUuGtEFhpsPweptBXQh3pCWA40im3+UJzDQgIiKi6AunPoHReIyIQseFx0kulKCByy1j3Y7DmsvCSf1qivIzHLjrrO7YfaQCJcerfK43XJ6QPDED5KTZDC9nIUQiIiKKBgnaLE2x4PRlQ9uie8sszP/XtwEfw2HlyQyiSCRM2O3o0aOYMWMGsrKykJWVhRkzZuDYsWMB73PZZZdBkiTNf4MHD9bcprq6Gn/84x+Rl5eHtLQ0TJ48GXv27InhK2lY4WRjDe+UhxEnNY/+xiQxiy7qPXVAMTIcFlw8uLV6WZfCDADA+G4FDbptsVTgJ8OCLReJiIgoWvyt7LSaJZzaKS/o/R3WhJnyEMWlhPkGTZ8+HZs3b8aKFSuwYsUKbN68GTNmzAh6v4kTJ2Lfvn3qf8uXL9dcP2/ePCxbtgz/+Mc/8Pnnn6OsrAxnnHEGXC5XrF5Kg6pP9wRFsOJ+5Muie5/vP68nvrl9HPIzvJPql2YOxN1ndcOdk7s19ObFjL/9i90TiIiIKBoCJWi63KF1+7JbmGlAFImEmB1u3boVK1aswLPPPoshQ4ZgyJAheOaZZ/Dee+9h27ZtAe9rt9tRWFio/peT4y1cV1paiueeew4PPfQQxo4diz59+uCVV17B999/j48++ijWL6tBhLI8QY9taepvZGdPZoa4Zk6/NCE/w4EZQ9oiI8mKBM4e3g52iwkPX9hLvSyNQQMiIiKKMZMUWlYtlycQRSYhRvbr1q1DVlYWBg0apF42ePBgZGVlYe3atejcubPf+37yySfIz89Hs2bNMGLECNx7773Iz88HAHz99ddwOp0YP368evsWLVqge/fuWLt2LSZMmGD4mNXV1aiurlb/Pn78OADA6XTC6XRG9FqjLYyYASySFHevI96d06sQdjPQp3WzpH3vlNelf31/GtcR141qj6OV3ssdZt/bESUCf/s5UTLhfk6JTNxvLSagtrY26H1sJu7vlJwaar9OiKBBSUmJOtEX5efno6SkxO/9TjvtNFxwwQVo06YNfv31V9x+++0YPXo0vv76a9jtdpSUlMBmsyE7O1tzv4KCgoCPu3jxYtx5550+l69Zswapqan1eGWxV1VhhrepYmj2l+zF8uXJU9ehoZgAfLsHCFyKJ/GtWrXK8PIaF6AcUjZ+sxmmPZsabqOIoszffk6UTLifU3zzjCkqKyshjmU9S4091+3csR2rK35GsCnNzu0/YXlV4OxkokRUUVHRIM/TqEGDRYsWGU6+RRs2bABgvF5JluWA65guvPBC9d/du3dH//790aZNG7z//vs499xz/d4v2OMuWLAAN9xwg/r38ePHUVxcjFGjRiE3Nzfg62loj/z0OQ5V129natu6GJMmJc+6e4oOp9OJVatWYdy4cbBajZdY/OmrlQCA88YNRY+WWQ25eURREcp+TpTouJ9TIrhunWdM4XA4gBpvhu+kSZPU67p37YwJA1rhzxvXaO5rkrTFE3v36IZJQnFqomRx+PDh4DeKgkYNGlx77bWYOnVqwNu0bdsW3333Hfbv3+9z3cGDB1FQEHol+qKiIrRp0wY///wzAKCwsBA1NTU4evSoJtvgwIEDGDp0qN/HsdvtsNvtPpdbrda4+/E1hVMI0WqOu9dB8SPQfv7ZTaPw66Fy9G0bvJIxUTyLx+M5UbRxP6dEoD+RZ7VakZduw6GyGozvXgSrzXcfbpObhqn9W2Lxip8AAGkO7uuUnBpqv27UoEFeXh7y8oJPLoYMGYLS0lJ89dVXGDhwIADgyy+/RGlpacDJvd7hw4fx22+/oaioCADQr18/WK1WrFq1ClOmTAEA7Nu3D1u2bMGSJUvCeEXxJ5zuCdZw+jQSASjOSUVxTnwt0SEiIqLE1q9NNr7edRS9i5sBANbMH4lDZTVol5eGsmrfmgZWs6Q5ccZCiESRSYjuCV27dsXEiRMxe/ZsrF+/HuvXr8fs2bNxxhlnaIogdunSBcuWLQMAlJWVYf78+Vi3bh127tyJTz75BGeeeSby8vJwzjnnAACysrIwc+ZM3HjjjVi9ejU2bdqEiy++GD169MDYsWMb5bVGWzjdE/RV/4mIiIiIGoME4KmL++GmiZ3xzCX9AQAZDiva5aUBMO6eYDGZYBbGwGy5SBSZhCiECACvvvoq5s6dq3Y6mDx5Mv72t79pbrNt2zaUlpYCAMxmM77//nu89NJLOHbsGIqKijBq1Ci88cYbyMjIUO/z8MMPw2KxYMqUKaisrMSYMWOwdOlSmM3JcXAJr+UigwZERERE1PhkAM0z7Lh6ZEfD6yWDgt++mQYc2xJFImGCBjk5OXjllVcC3kaWvRVPUlJS8OGHHwZ9XIfDgcceewyPPfZYxNsYj0xhHCNtFh5YiYiIiCj+GZ0fM5skTaYBlycQRYazwyRnDiPTINORMLEkIiIiImrCjLJqLWaTpq4XgwZEkWHQIMkFah3pTwaDBkRERESUAIyGulazBHG1LZcnEEWG36AkF073hAwHW9IQERERUeNrnuHb5lxkmGlgMsEirNF1sBAiUUQYNEhy4XRPZKYBERERETWmly4fiMHtc/Do1D4Bb2c01jVJ2hpdXJ5AFBnODpOcUUXZYJhpQERERESN6dSTmuPUk5oHvZ3RUlyTpC+EyPOkRJHgNyjZMdOAiIiIiJoQSZLgFrqqMdOAKDIMGiQ5MWbQIssR0n3y0gOvHSMiIiIiilcmCZqggZ3txIkiwm9QkhMztv597Skh3ScrhcsTiIiIiCgx6YsjhtNNjIi8GDRoQizhVEUkIiIiIkogJlN4HcSIyBgXryc5t9v7b3sIRWDSbFzzRURERESJo3mGHQdPVKt/S5KEkSc1R9t0GSN7tGnELSNKDsw0SHIuYT2XzRz8485lPQMiIiIiSiCrrj8V71wzTP3bJEmwWUy4vocLt07q0ohbRpQcmGmQ5Fxub9AgWJqW3WLCnWd1i/UmERERERFFTbNUG3qn2tS/zVyZQBRVDBokOTFoEKgIzAX9WmHJ+T1ZKIaIiIiIEpqN3RKIoorfqCQnBg0CsZglBgyIiIiIKGGl1tXmmtyrZSNvCVFyYaZBkhN71AYSSr0DIiIiIqJ49eG8U/HroXKc0ikPTqezsTeHKGkwaJDkQs00sDJoQEREREQJrDgnFcU5qY29GURJhzPFJBdy0IBrv4iIiIiIiEiHM8UkV+Nyh3Q7ZhoQERERERGRHmeKSS7UTAM7Mw2IiIiIiIhIhzPFJGc2hdYRwcqGtkRERERERKTDoEGSy3RYQ7odlycQERERERGRHmeKSe4vF/RCy2Yp+MsFvQLezsblCURERERERKTDlotJ7uQWmfjiltFBb5cRYkYCERERERERNR08vdzEvDJzkGFWQYad8SMiIiIiIiLSYtCgiTmlUx7+OsV3qUJxTkojbA0RERERERHFMwYNmiCLSfuxPzatDzrmZzTS1hAREREREVG8YtCgCbIIbRhHdm6OM3u1aMStISIiIiIionjFoEETZDF7gwY2tlokIiIiIiIiPzhjbILE5QlpLIBIREREREREfjBo0ASJmQZZKWy1SERERERERMYYNGiCxJoGmQwaEBERERERkR8MGjRBFqGOATMNiIiIiIiIyB8GDZogMdOAQQMiIiIiIiLyh0GDJqh1bqr67wwHCyESERERERGRMQYNmqBMhxV/ntQFQzvkYmiH3MbeHCIiIiIiIopTPM3cRF1xagdccWqHxt4MIiIiIiIiimPMNCAiIiIiIiIiQwwaEBEREREREZEhBg2IiIiIiIiIyBCDBkRERERERERkiEEDIiIiIiIiIjLEoAERERERERERGWLQgIiIiIiIiIgMMWhARERERERERIYYNCAiIiIiIiIiQwwaEBEREREREZGhhAkaHD16FDNmzEBWVhaysrIwY8YMHDt2LOB9JEky/O/BBx9UbzNy5Eif66dOnRrjV0NEREREREQU/yyNvQGhmj59Ovbs2YMVK1YAAK644grMmDED//nPf/zeZ9++fZq/P/jgA8ycORPnnXee5vLZs2fjrrvuUv9OSUmJ4pYTERERERERJaaECBps3boVK1aswPr16zFo0CAAwDPPPIMhQ4Zg27Zt6Ny5s+H9CgsLNX//+9//xqhRo9C+fXvN5ampqT63JSIiIiIiImrqEiJosG7dOmRlZakBAwAYPHgwsrKysHbtWr9BA9H+/fvx/vvv48UXX/S57tVXX8Urr7yCgoICnHbaaVi4cCEyMjL8PlZ1dTWqq6vVv48fPw4AcDqdcDqd9XlpRAlD2be5j1My435OTQH3c2oKuJ9TU9BQ+3dCBA1KSkqQn5/vc3l+fj5KSkpCeowXX3wRGRkZOPfcczWXX3TRRWjXrh0KCwuxZcsWLFiwAN9++y1WrVrl97EWL16MO++80+fyNWvWIDU1NaTtIUpUgb4bRMmC+zk1BdzPqSngfk7JrKKiokGep1GDBosWLTKcfIs2bNgAwFPUUE+WZcPLjTz//PO46KKL4HA4NJfPnj1b/Xf37t3RqVMn9O/fH9988w369u1r+FgLFizADTfcoP59/PhxFBcXY9SoUcjNzQ1pe4gSjdPpxKpVqzBu3DhYrdbG3hyimOB+Tk0B93NqCrifU1Nw+PDhBnmeRg0aXHvttUE7FbRt2xbfffcd9u/f73PdwYMHUVBQEPR5PvvsM2zbtg1vvPFG0Nv27dsXVqsVP//8s9+ggd1uh91u97ncarXyoERJj/s5NQXcz6kp4H5OTQH3c0pmDbVvN2rQIC8vD3l5eUFvN2TIEJSWluKrr77CwIEDAQBffvklSktLMXTo0KD3f+6559CvXz/06tUr6G1/+OEHOJ1OFBUVBX8BREREREREREnM1NgbEIquXbti4sSJmD17NtavX4/169dj9uzZOOOMMzRFELt06YJly5Zp7nv8+HH861//wqxZs3wed/v27bjrrruwceNG7Ny5E8uXL8cFF1yAPn36YNiwYTF/XURERERERETxLCGCBoCnw0GPHj0wfvx4jB8/Hj179sTLL7+suc22bdtQWlqquewf//gHZFnGtGnTfB7TZrNh9erVmDBhAjp37oy5c+di/Pjx+Oijj2A2m2P6eoiIiIiIiIjiXUJ0TwCAnJwcvPLKKwFvI8uyz2VXXHEFrrjiCsPbFxcX49NPP43K9hERERERERElm4TJNCAiIiIiIiKihsWgAREREREREREZYtCAiIiIiIiIiAwxaEBEREREREREhhg0ICIiIiIiIiJDDBoQERERERERkSEGDYiIiIiIiIjIEIMGRERERERERGSIQQMiIiIiIiIiMsSgAREREREREREZYtCAiIiIiIiIiAwxaEBEREREREREhhg0ICIiIiIiIiJDDBoQERERERERkSEGDYiIiIiIiIjIEIMGRERERERERGSIQQMiIiIiIiIiMsSgAREREREREREZYtCAiIiIiIiIiAwxaEBEREREREREhhg0ICIiIiIiIiJDDBoQERERERERkSEGDYiIiIiIiIjIEIMGRERERERERGSIQQMiIiIiIiIiMsSgAREREREREREZYtCAiIiIiIiIiAwxaEBEREREREREhhg0ICIiIiIiIiJDDBoQERERERERkSEGDYiIiIiIiIjIEIMGRERERERERGSIQQMiIiIiIiIiMsSgAREREREREREZYtCAiIiIiIiIiAwxaEBEREREREREhhg0ICIiIiIiIiJDDBoQERERERERkSEGDYiIiIiIiIjIEIMGRERERERERGSIQQMiIiIiIiIiMsSgAREREREREREZYtCAiIiIiIiIiAwxaEBEREREREREhhg0ICIiIiIiIiJDDBoQERERERERkSEGDYiIiIiIiIjIUMIEDe69914MHToUqampaNasWUj3kWUZixYtQosWLZCSkoKRI0fihx9+0Nymuroaf/zjH5GXl4e0tDRMnjwZe/bsicErICIiIiIiIkosCRM0qKmpwQUXXICrrroq5PssWbIEf/3rX/G3v/0NGzZsQGFhIcaNG4cTJ06ot5k3bx6WLVuGf/zjH/j8889RVlaGM844Ay6XKxYvg4iIiIiIiChhWBp7A0J15513AgCWLl0a0u1lWcYjjzyCW2+9Feeeey4A4MUXX0RBQQFee+01zJkzB6WlpXjuuefw8ssvY+zYsQCAV155BcXFxfjoo48wYcKEmLwWIiIiIiIiokSQMEGD+vr1119RUlKC8ePHq5fZ7XaMGDECa9euxZw5c/D111/D6XRqbtOiRQt0794da9eu9Rs0qK6uRnV1tfp3aWkpAODIkSMxejVEjc/pdKKiogKHDx+G1Wpt7M0hignu59QUcD+npoD7OTUFyvxTluWYPk/SBg1KSkoAAAUFBZrLCwoKsGvXLvU2NpsN2dnZPrdR7m9k8eLFauaD6KSTTop0s4mIiIiIiIhCdvjwYWRlZcXs8Rs1aLBo0SLDybdow4YN6N+/f9jPIUmS5m9Zln0u0wt2mwULFuCGG25Q/z527BjatGmD3bt3x/TDImpMx48fR3FxMX777TdkZmY29uYQxQT3c2oKuJ9TU8D9nJqC0tJStG7dGjk5OTF9nkYNGlx77bWYOnVqwNu0bds2rMcuLCwE4MkmKCoqUi8/cOCAmn1QWFiImpoaHD16VJNtcODAAQwdOtTvY9vtdtjtdp/Ls7KyeFCipJeZmcn9nJIe93NqCrifU1PA/ZyaApMptv0NGjVokJeXh7y8vJg8drt27VBYWIhVq1ahT58+ADwdGD799FM88MADAIB+/frBarVi1apVmDJlCgBg37592LJlC5YsWRKT7SIiIiIiIiJKFAlT02D37t04cuQIdu/eDZfLhc2bNwMAOnbsiPT0dABAly5dsHjxYpxzzjmQJAnz5s3Dfffdh06dOqFTp0647777kJqaiunTpwPwZAbMnDkTN954I3Jzc5GTk4P58+ejR48eajcFIiIiIiIioqYqYYIGd9xxB1588UX1byV7YM2aNRg5ciQAYNu2bWonAwC46aabUFlZiauvvhpHjx7FoEGDsHLlSmRkZKi3efjhh2GxWDBlyhRUVlZizJgxWLp0Kcxmc8jbZrfbsXDhQsMlC0TJgvs5NQXcz6kp4H5OTQH3c2oKGmo/l+RY92cgIiIiIiIiooQU24oJRERERERERJSwGDQgIiIiIiIiIkMMGhARERERERGRIQYNiIiIiIiIiMgQgwY6v//+Oy6++GLk5uYiNTUVvXv3xtdffx3wPp9++in69esHh8OB9u3b46mnnvK5zVtvvYWTTz4ZdrsdJ598MpYtWxarl0AUVCz282eeeQbDhw9HdnY2srOzMXbsWHz11VexfBlEAcXqeK74xz/+AUmScPbZZ0d5y4lCF6v9/NixY7jmmmtQVFQEh8OBrl27Yvny5bF6GUQBxWo/f+SRR9C5c2ekpKSguLgY119/PaqqqmL1MogCqu9+vm/fPkyfPh2dO3eGyWTCvHnzDG8XjXkogwaCo0ePYtiwYbBarfjggw/w448/4qGHHkKzZs383ufXX3/FpEmTMHz4cGzatAl//vOfMXfuXLz11lvqbdatW4cLL7wQM2bMwLfffosZM2ZgypQp+PLLLxvgVRFpxWo//+STTzBt2jSsWbMG69atQ+vWrTF+/Hj8/vvvDfCqiLRitZ8rdu3ahfnz52P48OExfBVEgcVqP6+pqcG4ceOwc+dOvPnmm9i2bRueeeYZtGzZsgFeFZFWrPbzV199FbfccgsWLlyIrVu34rnnnsMbb7yBBQsWNMCrItIKZz+vrq5G8+bNceutt6JXr16Gt4naPFQm1c033yyfcsop9brPTTfdJHfp0kVz2Zw5c+TBgwerf0+ZMkWeOHGi5jYTJkyQp06dGv7GEoUpVvu5Xm1trZyRkSG/+OKLYW0nUSRiuZ/X1tbKw4YNk5999ln50ksvlc8666xIN5coLLHaz5988km5ffv2ck1NTVS2kygSsdrPr7nmGnn06NGa29xwww31fi6iaAhnPxeNGDFCvu6663wuj9Y8lJkGgnfffRf9+/fHBRdcgPz8fPTp0wfPPPNMwPusW7cO48eP11w2YcIEbNy4EU6nM+Bt1q5dG90XQBSCWO3nehUVFXA6ncjJyYnathOFKpb7+V133YXmzZtj5syZMdl2olDFaj9/9913MWTIEFxzzTUoKChA9+7dcd9998HlcsXstRD5E6v9/JRTTsHXX3+tLqXcsWMHli9fjtNPPz02L4QogHD281BEax7KoIFgx44dePLJJ9GpUyd8+OGHuPLKKzF37ly89NJLfu9TUlKCgoICzWUFBQWora3FoUOHAt6mpKQk+i+CKIhY7ed6t9xyC1q2bImxY8dGdfuJQhGr/fyLL77Ac889F5UfcqJIxWo/37FjB9588024XC4sX74ct912Gx566CHce++9MX09REZitZ9PnToVd999N0455RRYrVZ06NABo0aNwi233BLT10NkJJz9PBTRmodaItqKJON2u9G/f3/cd999AIA+ffrghx9+wJNPPolLLrnE7/0kSdL8Lcuyz+VGt9FfRtQQYrmfK5YsWYLXX38dn3zyCRwORxS3nig0sdjPT5w4gYsvvhjPPPMM8vLyYrfxRCGK1fHc7XYjPz8ff//732E2m9GvXz/s3bsXDz74IO64444YvRoiY7Hazz/55BPce++9eOKJJzBo0CD88ssvuO6661BUVITbb789Rq+GyFi4+3koojEPZaaBoKioCCeffLLmsq5du2L37t1+71NYWOgTqTlw4AAsFgtyc3MD3kYf9SFqCLHazxV/+ctfcN9992HlypXo2bNn9DacqB5isZ9v374dO3fuxJlnngmLxQKLxYKXXnoJ7777LiwWC7Zv3x6T10LkT6yO50VFRTjppJNgNps1j1tSUoKampoovgKi4GK1n99+++2YMWMGZs2ahR49euCcc87Bfffdh8WLF8Ptdkf/hRAFEM5+HopozUMZNBAMGzYM27Zt01z2008/oU2bNn7vM2TIEKxatUpz2cqVK9G/f39YrdaAtxk6dGiUtpwodLHazwHgwQcfxN13340VK1agf//+0d1wonqIxX7epUsXfP/999i8ebP63+TJkzFq1Chs3rwZxcXFMXktRP7E6ng+bNgw/PLLL5qJ008//YSioiLYbLYovgKi4GK1n1dUVMBk0k6FzGYzZFlWsxKIGko4+3koojYPDaM4Y9L66quvZIvFIt97773yzz//LL/66qtyamqq/Morr6i3ueWWW+QZM2aof+/YsUNOTU2Vr7/+evnHH3+Un3vuOdlqtcpvvvmmepsvvvhCNpvN8v333y9v3bpVvv/++2WLxSKvX7++QV8fkSzHbj9/4IEHZJvNJr/55pvyvn371P9OnDjRoK+PSJZjt5/rsXsCNaZY7ee7d++W09PT5WuvvVbetm2b/N5778n5+fnyPffc06Cvj0iWY7efL1y4UM7IyJBff/11eceOHfLKlSvlDh06yFOmTGnQ10cky+Ht57Isy5s2bZI3bdok9+vXT54+fbq8adMm+YcfflCvj9Y8lEEDnf/85z9y9+7dZbvdLnfp0kX++9//rrn+0ksvlUeMGKG57JNPPpH79Okj22w2uW3btvKTTz7p87j/+te/5M6dO8tWq1Xu0qWL/NZbb8XyZRAFFIv9vE2bNjIAn/8WLlwY41dDZCxWx3P9YzBoQI0pVvv52rVr5UGDBsl2u11u3769fO+998q1tbWxfClEfsViP3c6nfKiRYvkDh06yA6HQy4uLpavvvpq+ejRozF+NUTGwtnPjcbebdq00dwmGvNQqe7JiIiIiIiIiIg0WNOAiIiIiIiIiAwxaEBEREREREREhhg0ICIiIiIiIiJDDBoQERERERERkSEGDYiIiIiIiIjIEIMGRERERERERGSIQQMiIiIiIiIiMsSgAREREREREREZYtCAiIiINBYtWoTevXs39maErW3btpAkCZIk4dixY0Fvv3PnTvX2ify6iYiIYoFBAyIioiZEmRz7+++yyy7D/PnzsXr16sbe1Ijcdddd2LdvH7KysoLetri4GPv27cONN97YAFtGRESUWCyNvQFERETUcPbt26f++4033sAdd9yBbdu2qZelpKQgPT0d6enpjbF5UZORkYHCwsKQbms2m1FYWJjwr5mIiCgWmGlARETUhBQWFqr/ZWVlQZIkn8uMlie88MIL6Nq1KxwOB7p06YInnnhCvU5J7//nP/+J4cOHIyUlBQMGDMBPP/2EDRs2oH///khPT8fEiRNx8OBB9X6XXXYZzj77bNx5553Iz89HZmYm5syZg5qaGvU21dXVmDt3LvLz8+FwOHDKKadgw4YN9X7du3btwplnnons7GykpaWhW7duWL58ef3fQCIioiaGmQZEREQU0DPPPIOFCxfib3/7G/r06YNNmzZh9uzZSEtLw6WXXqrebuHChXjkkUfQunVrXH755Zg2bRoyMzPx6KOPIjU1FVOmTMEdd9yBJ598Ur3P6tWr4XA4sGbNGuzcuRN/+MMfkJeXh3vvvRcAcNNNN+Gtt97Ciy++iDZt2mDJkiWYMGECfvnlF+Tk5IT8Gq655hrU1NTgv//9L9LS0vDjjz8ys4CIiCgEDBoQERFRQHfffTceeughnHvuuQCAdu3a4ccff8TTTz+tCRrMnz8fEyZMAABcd911mDZtGlavXo1hw4YBAGbOnImlS5dqHttms+H5559HamoqunXrhrvuugt/+tOfcPfdd6OyshJPPvkkli5ditNOOw2AJ4CxatUqPPfcc/jTn/4U8mvYvXs3zjvvPPTo0QMA0L59+7DfDyIioqaEQQMiIiLy6+DBg/jtt98wc+ZMzJ49W728trbWp8hgz5491X8XFBQAgDpJVy47cOCA5j69evVCamqq+veQIUNQVlaG3377DaWlpXA6nWrQAQCsVisGDhyIrVu31ut1zJ07F1dddRVWrlyJsWPH4rzzztNsLxERERljTQMiIiLyy+12A/Cc4d+8ebP635YtW7B+/XrNba1Wq/pvSZIML1MeLxhJkiDLsuaxFLIs+1wWzKxZs7Bjxw7MmDED33//Pfr374/HHnusXo9BRETUFDFoQERERH4VFBSgZcuW2LFjBzp27Kj5r127dhE//rfffovKykr17/Xr1yM9PR2tWrVCx44dYbPZ8Pnnn6vXO51ObNy4EV27dq33cxUXF+PKK6/E22+/jRtvvBHPPPNMxNtPRESU7Lg8gYiIiAJatGgR5s6di8zMTJx22mmorq7Gxo0bcfToUdxwww0RPXZNTQ1mzpyJ2267Dbt27cLChQtx7bXXwmQyIS0tDVdddRX+9Kc/IScnB61bt8aSJUtQUVGBmTNn1ut55s2bh9NOOw0nnXQSjh49io8//jiswAMREVFTw6ABERERBTRr1iykpqbiwQcfxE033YS0tDT06NED8+bNi/ixx4wZg06dOuHUU09FdXU1pk6dikWLFqnX33///XC73ZgxYwZOnDiB/v3748MPP0R2dna9nsflcuGaa67Bnj17kJmZiYkTJ+Lhhx+OePuJiIiSnSQrCwaJiIiIGtBll12GY8eO4Z133onq47Zt2xbz5s2rd1Bj0aJFeOedd7B58+aobg8REVEiY00DIiIiSjo333wz0tPTUVpaGvS2u3fvRnp6Ou67774G2DIiIqLEwuUJRERElFQ+/fRTOJ1OAEBGRkbQ27do0ULNLrDb7bHcNCIiooTD5QlEREREREREZIjLE4iIiIiIiIjIEIMGRERERERERGSIQQMiIiIiIiIiMsSgAREREREREREZYtCAiIiIiIiIiAwxaEBEREREREREhhg0ICIiIiIiIiJDDBoQERERERERkSEGDYiIiIiIiIjIEIMGRERERERERGSIQQMiIiIiIiIiMsSgAREREREREREZYtCAiIiIiIiIiAwxaEBEREREREREhhg0ICIiIiIiIiJDDBoQERERERERkSEGDYiIiIiIiIjIEIMGRERERERERGSIQQMiIiIiIiIiMsSgAREREREREREZYtCAiKgBXHLJJejUqRMOHjzY2JvS6Hbs2IGCggLcfffdjb0pVE/vvvsu7HY7Pvnkk8beFCJKQOeddx569OiB0tLSxt4UIqoHBg2IkszSpUshSZLhf/Pnz8fOnTshSRKWLl3a2JsakUOHDuG6665D27ZtYbfbUVBQgNNOOw1HjhyJ6HG/++47zJw5Ex06dEBKSgpSUlLQqVMnzJkzBxs3bgzrMZ9++ml8+OGH+PDDD9G8eXOf69944w1069YNKSkpkCQJmzdvxqJFiyBJUkSvJVqUfWrnzp1Rebz27dvjvffew4MPPoiPPvrI53rltQf7r6F98sknkCQJb775ZtDbxtPnF02TJ0/Gww8/jKlTp2Lfvn2NvTkhkyQJixYtSrjnHjlyJEaOHBnV7WmI53nttdfwyCOPGF7XmJ9FQ3I6nejSpQvuv//+xt6UBnPZZZehbdu2fq9/5JFH8NVXX+GDDz5AVlZWWM+xevVqpKen4/fffw9zK4koHJbG3gAiio0XXngBXbp00VzWokULFBQUYN26dejQoUMjbVnk9u7di+HDh8NiseD2229Hp06dcOjQIaxZswY1NTVhP+7TTz+Na6+9Fp07d8Z1112Hbt26QZIkbN26Fa+//joGDBiAX375pV7v3aZNm3DbbbdhxYoVaN++vc/1Bw8exIwZMzBx4kQ88cQTsNvtOOmkkzBr1ixMnDgx7NcS7wYMGIDXXnsNl1xyCTZs2ICWLVuq1wV67R9++CEWLVqEs88+u4G2NDzJ/PldffXV2LVrF6ZOnYrVq1fDYuFQIpB169ahVatWYd33iSeeiPLWNIzXXnsNW7Zswbx583yui+T9SCRPPPEEjh49ij/+8Y+NvSkN5vbbb8d1111neN369etx7733Ys2aNRF9/mPGjMHAgQPx5z//GS+++GLYj0NE9cNfeqIk1b17d/Tv39/wusGDBzfw1nhUVFQgNTU14se5+uqrUV1djY0bNyI7O1u9/Nxzzw37Mb/44gtcffXVOP300/Hmm2/CZrOp140ePRrXXHMN/vWvfyElJSXg4+hfY58+fQIuSfjpp5/gdDpx8cUXY8SIEerlqampST+wPuOMM7B3716fy1u1amX42nfs2IFHH30UnTt3jvvBor/XkCweeOCBxt6EhBHJ8fbkk0+O4pbEh8b6/WlItbW1ePDBB3H55ZcjLS2twZ8/Wr+19RUooD548OCoLc+75pprcOGFF+Kee+5BcXFxVB6TiALj8gSiJsbf8oR///vf6NmzJ+x2O9q3b49HH33UJ8U60NIGfcqpct9vvvkG559/PrKzs9UBxcaNGzF16lS0bdsWKSkpaNu2LaZNm4Zdu3aFtP3vvvsuZs+erQkYROq+++6D2WzG008/rQkYiC644AK0aNFC/fuyyy5Deno6vv/+e4wfPx4ZGRkYM2YMAGDVqlU466yz0KpVKzgcDnTs2BFz5szBoUOHNPc/5ZRTAAAXXnghJElSU4T9pbe/9tprGDJkCNLT05Geno7evXvjueee09zm+eefR69eveBwOJCTk4NzzjkHW7duDel9WL9+PYYNGwaHw4EWLVpgwYIFcDqdhrd94403MGTIEKSlpSE9PR0TJkzApk2bQnqe+iovL8fZZ58Np9OJZcuWITMzU3P9u+++iyFDhiA1NRUZGRkYN24c1q1bp7mN8p5+9913uOCCC5CVlYWcnBzccMMNqK2txbZt2zBx4kRkZGSgbdu2WLJkieG2VFVV4YYbbkBhYSFSUlIwYsQIn9ft7/ML5z07fvw4LBYLHnzwQfWyQ4cOwWQyISsrC7W1terlc+fORfPmzSHLMoDQ9sN33nkHkiRh9erVPs/95JNPqu9ZJGRZxhNPPIHevXsjJSUF2dnZOP/887Fjxw7N7UaOHInu3btjw4YNGD58OFJTU9G+fXvcf//9cLvdQZ/n+PHjmD17NnJzc5Geno6JEyfip59+Mrzt559/jjFjxiAjIwOpqakYOnQo3n//fc1tlKU5H3/8sfq4mZmZuOSSS1BeXo6SkhJMmTIFzZo1Q1FREebPn+/zfdEfG5XHXLNmDa666irk5eUhNzcX5557rk8QzWjZwJEjR3D11VejZcuWsNlsaN++PW699VZUV1cHfX9kWcaSJUvQpk0bOBwO9O3bFx988IHf93L+/Plo164dbDYbWrZsiXnz5qG8vDzgc4wcORLvv/8+du3aZbicyGh5QklJCebMmYNWrVrBZrOhXbt2uPPOOzX7tvL78+CDD+KBBx5Qfz9GjhypBl9vueUWtGjRAllZWTjnnHNw4MABzfO0bdsWZ5xxBpYtW4aePXvC4XCgffv2+L//+z+f17F7925cfPHFyM/Ph91uR9euXfHQQw+FtB++++67+P333zFjxgzN5cpxYdOmTTj33HORmZmJrKwsXHzxxYYT6lCOF4F+h6qrq3HXXXeha9eucDgcyM3NxahRo7B27VrNexrKb/rBgwdxxRVXoLi4GHa7Hc2bN8ewYcM0S8yMlidUVVVhwYIFmv3ommuuwbFjxzS3Uz6bFStWoG/fvkhJSUGXLl3w/PPP+2zbmWeeifT0dDzzzDM+1xFRbDBoQJSkXC4XamtrNf/5s2LFCpx77rnIzc3FG2+8gSVLluD111+Pytncc889Fx07dsS//vUvPPXUUwA8A5XOnTvjkUcewYcffogHHngA+/btw4ABAzSTGSOfffYZZFlGixYtMG3aNKSnp8PhcGDkyJE+k0QAmom4Py6XC2vWrEH//v1RVFRUr9dXU1ODyZMnY/To0fj3v/+NO++8E4Ang2DAgAH429/+hg8//BB33HEH1q9fj1NOOUWdVNx+++14/PHHAXiCFuvWrQuYjnzHHXfgoosuQosWLbB06VIsW7YMl156qSbYsnjxYsycORPdunXD22+/jUcffRTfffcdhgwZgp9//jnga/nxxx8xZswYHDt2DEuXLsVTTz2FTZs24Z577vG57X333Ydp06bh5JNPxj//+U+8/PLLOHHiBIYPH44ff/yxXu9hKGbOnInvv/8eS5cuRdeuXTXXvfbaazjrrLOQmZmJ119/Hc899xyOHj2KkSNH4vPPP/d5rClTpqBXr1546623MHv2bDz88MO4/vrrcfbZZ+P000/HsmXLMHr0aNx88814++23fe7/5z//GTt27MCzzz6LZ599Fnv37sXIkSN9JsB64b5nmZmZGDBggGZwvnr1atjtdpw4cQJfffWVevlHH32E0aNHq5O07du3Y8iQIXjyySexcuVK3HHHHfjyyy81++EZZ5yB/Px8vPDCCz7PvXTpUvTt2xc9e/YM+NqCmTNnDubNm4exY8finXfewRNPPIEffvgBQ4cOxf79+zW3LSkpwUUXXYSLL74Y7777Lk477TQsWLAAr7zySsDnkGUZZ599Nl5++WXceOONWLZsGQYPHozTTjvN57affvopRo8ejdLSUjz33HN4/fXXkZGRgTPPPBNvvPGGz+1nzZqFrKws/OMf/8Btt92G1157DbNnz8bpp5+OXr164c0338Sll16Khx56CI899lhI78msWbNgtVrx2muvYcmSJfjkk09w8cUXB7xPVVUVRo0ahZdeegk33HAD3n//fVx88cVYsmRJSJlWd955J26++WaMGzcO77zzDq666irMnj0b27Zt09yuoqICI0aMwIsvvoi5c+figw8+wM0334ylS5di8uTJalDKyBNPPIFhw4ahsLAQ69atU//zp6SkBAMHDlSPkx988AFmzpyJxYsXY/bs2T63f/zxx/HFF1/g8ccfx7PPPov//e9/OPPMMzFz5kwcPHgQzz//PJYsWYKPPvoIs2bN8rn/5s2bMW/ePFx//fVYtmwZhg4diuuuuw5/+ctf1NscPHgQQ4cOxcqVK3H33Xfj3XffxdixYzF//nxce+21Qd/n999/H/n5+X4zRc455xx07NgRb775JhYtWoR33nkHEyZM0ASc6nO8MPodqq2txWmnnYa7775bDZQsXboUQ4cOxe7du4O+Br0ZM2bgnXfewR133IGVK1fi2WefxdixY3H48GG/91G+k3/5y18wY8YMvP/++7jhhhvw4osvYvTo0T6Brm+//RY33ngjrr/+evVExsyZM/Hf//5XczubzWYY5COiGJKJKKm88MILMgDD/5xOp/zrr7/KAOQXXnhBvc+AAQPk4uJiubq6Wr3sxIkTcm5uriweJozuqwAgL1y4UP174cKFMgD5jjvuCLrNtbW1cllZmZyWliY/+uijAW+7ePFiGYCcmZkpn3XWWfKKFSvkt956S+7Zs6fscDjkb7/9VnN7s9ksjx49OuBjlpSUyADkqVOnGm6b0+lU/3O73ep1l156qQxAfv7554O+RlmW5d27d8sA5H//+9/qZWvWrJEByP/61780t1XeP8WOHTtks9ksX3TRRX4f/+jRo3JKSoo8adIkn+e12+3y9OnTA27fhRdeKKekpMglJSXqZbW1tXKXLl1kAPKvv/6qPp7FYpH/+Mc/au5/4sQJubCwUJ4yZUrA56mvJUuWyADkW265xec6l8slt2jRQu7Ro4fscrk025Kfny8PHTpUvUx5Tx966CHNY/Tu3VsGIL/99tvqZU6nU27evLl87rnnqpcpn1Xfvn01+8HOnTtlq9Uqz5o1y+e5FJG+Z7fddpuckpIiV1VVybIsy7NmzZInTpwo9+zZU77zzjtlWZbl33//XQYg//3vfzd8DLfbLTudTnnXrl0+++ENN9wgp6SkyMeOHVMv+/HHH2UA8mOPPRZw24JZt26d4fv+22+/ySkpKfJNN92kXjZixAgZgPzll19qbnvyySfLEyZMCPg8H3zwgQzA5xhy7733+hyfBg8eLOfn58snTpxQL6utrZW7d+8ut2rVSv18leOp/nM7++yzZQDyX//6V83lvXv3lvv27au5TP/cymNeffXVmtsp+/m+ffs078eIESPUv5966ikZgPzPf/5Tc98HHnhABiCvXLnSz7vjOT44HA75nHPO0Vz+xRdfyAA0z7N48WLZZDLJGzZs0Nz2zTfflAHIy5cv9/s8sizLp59+utymTRvD6/Tvx5w5c+T09HR5165dmtv95S9/kQHIP/zwgyzL3t+fXr16ab7rjzzyiAxAnjx5sub+8+bNkwHIpaWl6mVt2rSRJUmSN2/erLntuHHj5MzMTLm8vFyWZVm+5ZZbDPfDq666SpYkSd62bVvA19+1a1d54sSJPpcrx4Xrr79ec/mrr74qA5BfeeUVWZbrd7zw9zv00ksvyQDkZ555xu921uc3PT09XZ43b57fx1K2RfzcV6xYIQOQlyxZorndG2+84XOsatOmjexwODT7QWVlpZyTkyPPmTPH57luvfVW2WQyyWVlZQG3iYiig5kGREnqpZdewoYNGzT/GRUsKy8vx8aNG3H22Wdr0vLT09Nx5plnRrwd5513ns9lZWVluPnmm9GxY0dYLBZYLBakp6ejvLw8aBq9khraqlUrvPXWW5gwYQLOPfdcrFixAiaTySelvLa21jDtOlT9+vWD1WpV/3vooYdCeo1HjhzBDTfcgC5duiAzMxMOhwOdOnUCgJCXCohWrVoFl8uFa665xu9t1q1bh8rKSlx22WWay4uLizF69Oig78OaNWswZswYFBQUqJeZzWZceOGFmtt9+OGHqK2txSWXXKLJZHE4HBgxYkRU2/F99NFHWLBgAcaNG4d7773X5/pt27Zh7969mDFjBkwm709aeno6zjvvPKxfvx4VFRWa+5xxxhmav7t27QpJkjRnpC0WCzp27Gi4ZGb69OmadOs2bdpg6NChWLNmjd/XEel7NmbMGFRWVqppxR999BHGjRuHsWPHYtWqVeplADB27Fj1fgcOHMCVV16J4uJiWCwWWK1WtGnTBoB2P7z88stRWVmpOcv+wgsvwG63Y/r06QG3LZj33nsPkiTh4osv1rz2wsJC9OrVy+e1FxYWYuDAgZrLevbsGXT5kvL+X3TRRZrL9dtfXl6OL7/8Eueffz7S09PVy81mM2bMmIE9e/b4nHk32mcA4PTTT/e5PJRlVoCnE4VIyeYIdP+PP/4YaWlpOP/88zWXK9/5QN/xdevWoaqqyuf9GTp0qLpPKN577z10794dvXv31nxmEyZMgCRJUf2Ov/feexg1ahRatGiheS7l+/jpp59qbj9p0iTNdz3QZwHA56x6t27d0KtXL81l06dPx/Hjx/HNN98A8LzPJ598ss9+eNlll0GWZXz88ccBX9PevXuRn5/v93r9ZzBlyhRYLBZ1Hw7neKH/Hfrggw/gcDhw+eWXB9zWUA0cOBBLly7FPffcg/Xr1/tdtiZS3if9b9IFF1yAtLQ0n/21d+/eaN26tfq3w+HASSedZPidyM/Ph9vtRklJSRivhojqi4UQiZJU165d/RZCFB09ehSyLGsmigqjy+rLKN1/+vTpWL16NW6//XYMGDAAmZmZkCQJkyZNQmVlZcDHy83NBeCZGJnNZs3z9OrVSx301UdeXh5SUlIMByavvfYaKioqsG/fPp9BPuApWKhfXy/LMsaPH4/ff/8d99xzD3r27In09HS4XC706NEj6Gs0oqx3DVRcT0kTNXrPW7RooU4uA92/sLDQ53L9ZUo6+YABAwwfRxzQR2Lnzp2YOnUqWrVqhddff93wcYO9ZrfbjaNHj2qKguXk5GhuZ7PZkJqaCofD4XP58ePHfR7X33v07bff+n0tkb5nQ4cORWpqKj766CMUFxdj586dGDduHPbs2YPHHnsMZWVl+Oijj9C+fXu0a9cOgCfANn78eOzduxe33347evTogbS0NLjdbgwePFizH3br1g0DBgzACy+8gCuuuAIulwuvvPIKzjrrLJ/3q77279/v9xgDwKeriPIdF9nt9qDfm8OHD8NisfjcX/95Kcc8f/uM8lgio33G3+VVVVUBt1Oh30673Q4AAV+n8h3V18vIz8+HxWIJmCquXBfqd/yXX36B1Wo1fKxgy8jqY//+/fjPf/4T8nPV57MA4PN5BHr9ynt0+PBhw9aB/vYPvcrKSp/jSaBtUPZb5XHre7ww+h06ePAgWrRoEbXj8RtvvIF77rkHzz77LG6//Xakp6fjnHPOwZIlSwzfU8D7ndS3GpYkCYWFhT7vY32++8r7G87vKRHVH4MGRE1cdnY2JEnyWVcMwCeCr/xI69chBhpA6Qe3paWleO+997Bw4ULccsst6uXV1dU4cuRI0O0NtLZaluWwBkhmsxmjR4/GypUrsW/fPs1kQlmTunPnTsP7GhW727JlC77++mu89NJLmkJY/gqyhUIZdO3Zs8dvtWhlwLVv3z6f6/bu3Yu8vLyAz5Gbm2t41kZ/mfI4b775ps8ZymiprKzEueeei/LycqxcudJwMAkEf80mkymqBTMB3/dDuczfNgKRv2c2mw2nnHIKPvroI7Rq1QqFhYXo0aOHOuH+5JNPsHr1as0Z8S1btuDbb7/F0qVLcemll6qX//LLL4bP8Yc//AFXX301tm7dih07dmDfvn34wx/+UO9t1cvLy4MkSfjss8/UibHI6LJw5Obmora2FocPH9Z8FvrPKzs7GyaTye8+o2xzPMrNzcWXX34JWZY1x54DBw6gtrY24HYr74m//VecJCuBVKMidMr10ZKXl4eePXsaZhIB0BSfjYZAxzjlPcrNzY1o/8jLywv4e1ZSUqJpM6vfb+t7vDD6HWrevDk+//xzuN1uv7+L9flNz8vLwyOPPIJHHnkEu3fvxrvvvotbbrkFBw4cwIoVKwwfX/lOHjx4UBM4kGUZJSUlfoMioVDe33j9rhIlGy5PIGri0tLS0L9/f7zzzjuoqalRLy8rK8N7772nuW1BQQEcDodPJfV///vfIT+fJEmQZdlnovDss8/C5XIFvf+gQYPQqlUrrFy5UnP7vXv34ttvvw27ndeCBQvgcrlw5ZVXhpR2GYhcVyRMzIQAoBaCDMf48eNhNpvx5JNP+r3NkCFDkJKS4lMwbs+ePfj444/Vitr+jBo1CqtXr9YEkFwul09huAkTJsBisWD79u3o37+/4X+Rmj17NjZt2oSnnnoKffv29Xu7zp07o2XLlnjttdc0xdnKy8vx1ltvqR0Voun111/XPNeuXbuwdu3agAU3o/GejR07Fl9//TXeeustdQlCWloaBg8ejMceewx79+7VLE1QJhL679rTTz9t+PjTpk2Dw+HA0qVLsXTpUrRs2RLjx48Pul3BnHHGGZBlGb///rvh6+7Ro0fEzwF49l8AePXVVzWXv/baa5q/09LSMGjQILz99tuas5RutxuvvPIKWrVqhZNOOikq2xRtY8aMQVlZGd555x3N5S+99JJ6vT+DBw+Gw+HweX/Wrl3rk2V1xhlnYPv27cjNzTX8zIzOwotCyQwRn2vLli3o0KGD4XNFO2jwww8/+GQFvfbaa8jIyFCPNWPGjMGPP/7ok7n20ksvQZIkdV/zp0uXLti+fbvf6/WfwT//+U/U1taqx5BoHC9OO+00VFVVGXZGUIT7m966dWtce+21GDduXMDsPmV/1P8mvfXWWygvLw/6mxTIjh07kJubG5WMSCIKjpkGRIS77roLp59+OiZMmIDrrrsOLpcLDz74INLT0zVnS5R1yc8//zw6dOiAXr164auvvvIZlAeSmZmJU089FQ8++CDy8vLQtm1bfPrpp3juuefQrFmzoPc3mUx4+OGHMWXKFJx11lm46qqrUF5ejrvvvhs2mw0LFizQ3N5isWDEiBFB1/MPGzYMjz/+OP74xz+ib9++uOKKK9CtWzf1jORbb72lbn8wXbt2Rfv27bFgwQLIsozc3Fy8++67mur39dW2bVv8+c9/xt13343KykpMmzYNWVlZ+PHHH3Ho0CHceeedaNasGW6//Xb8+c9/xiWXXIJp06bh8OHDuPPOO+FwOLBw4cKAz3Hbbbfh3XffxejRo3HHHXcgNTUVjz/+uE+LtbZt2+Kuu+7Crbfeih07dmDixInIzs7G/v378dVXXyEtLU3tIhGORx99FK+++ipGjx6Nzp07Y/369Ya369OnD+x2O5YsWYKLLroIZ5xxBubMmYPq6mo8+OCDOHbsGO6///6wt8OfAwcO4JxzzsHs2bNRWlqKhQsXwuFw+Ox7ovq8Zy+99BIuv/xyPP/887jkkkvUxxgzZgxcLhdWr16t6WwyduxYLFy4EJIkYfTo0erlXbp0QYcOHXDLLbdAlmXk5OTgP//5j99lKs2aNcM555yDpUuX4tixY5g/f35UUpuHDRuGK664An/4wx+wceNGnHrqqUhLS8O+ffvw+eefo0ePHrjqqqsifp7x48fj1FNPxU033YTy8nL0798fX3zxBV5++WWf2y5evBjjxo3DqFGjMH/+fNhsNjzxxBPYsmULXn/9dcMzt/HgkksuweOPP45LL70UO3fuRI8ePfD555/jvvvuw6RJkzRBI73s7GzMnz8f99xzD2bNmoULLrgAv/32GxYtWuSTXj5v3jy89dZbOPXUU3H99dejZ8+ecLvd2L17N1auXIkbb7wRgwYN8vtcPXr0wNtvv40nn3wS/fr1g8lk8jvRveuuu7Bq1SoMHToUc+fORefOnVFVVYWdO3di+fLleOqppwIuy6qvFi1aYPLkyVi0aBGKiorwyiuvYNWqVXjggQfUAOP111+Pl156CaeffjruuusutGnTBu+//z6eeOIJXHXVVUGDSiNHjsRdd92FiooKw6Dl22+/DYvFgnHjxuGHH37A7bffjl69emHKlCkAonOMnTZtGl544QVceeWV2LZtG0aNGgW3240vv/wSXbt2xdSpU0P+TS8tLcWoUaMwffp0dOnSBRkZGdiwYYPaecmfcePGYcKECbj55ptx/PhxDBs2DN999x0WLlyIPn36+LSkrI/169djxIgRcftdJUo6jVB8kYhiSKnMra96rfBXLXnZsmVyjx49ZJvNJrdu3Vq+//775blz58rZ2dma25WWlsqzZs2SCwoK5LS0NPnMM8+Ud+7c6bd7wsGDB322Yc+ePfJ5550nZ2dnyxkZGfLEiRPlLVu2yG3atJEvvfTSkF7nO++8Iw8YMEB2OBxyVlaWPHnyZLXKtgi6quDBbN68Wf7DH/4gt2vXTrbb7bLD4ZA7duwoX3LJJfLq1as1t7300kvltLQ0w8f58ccf5XHjxskZGRlydna2fMEFF6jdE8T3KdTuCYqXXnpJfd3p6elynz59fD7LZ599Vu7Zs6dss9nkrKws+ayzzjJ8b4x88cUX8uDBg2W73S4XFhbKf/rTn+S///3vmu4JinfeeUceNWqUnJmZKdvtdrlNmzby+eefL3/00UchPZc/SgX9YP+J2/POO+/IgwYNkh0Oh5yWliaPGTNG/uKLLzSP62+f9Pc5jhgxQu7WrZv6t/JZvfzyy/LcuXPl5s2by3a7XR4+fLi8ceNGw+fSC+U9U77D+s/V7XbLeXl5MgD5999/Vy9Xqt/rq/bLcuj7oWLlypXq+/vTTz/5XB+J559/Xh40aJCclpYmp6SkyB06dJAvueQSzXunf88V+qrs/hw7dky+/PLL5WbNmsmpqanyuHHj5P/973+Gr/ezzz6TR48erW7P4MGD5f/85z+a2/g7ntZnX9I/t7/HVPavNWvWqJfpuyfIsiwfPnxYvvLKK+WioiLZYrHIbdq0kRcsWKB21gjE7XbLixcvlouLi2WbzSb37NlT/s9//mP4PGVlZfJtt90md+7cWT2W9OjRQ77++us1HVaMHDlyRD7//PPlZs2ayZIkab4LRp/FwYMH5blz58rt2rWTrVarnJOTI/fr10++9dZb1er4ym/Xgw8+aPi+6Y+hRu9zmzZt5NNPP11+88035W7dusk2m01u27atTxcMWZblXbt2ydOnT5dzc3Nlq9Uqd+7cWX7wwQc1nRv8+eWXX2RJkny6XCj7zddffy2feeaZcnp6upyRkSFPmzZN3r9/v8/jhHK8CPQ7VFlZKd9xxx1yp06dZJvNJufm5sqjR4+W165dq94mlN/0qqoq+corr5R79uwpZ2ZmyikpKXLnzp3lhQsXqh0nlG3Rf08rKyvlm2++WW7Tpo1stVrloqIi+aqrrpKPHj2quZ3y2egZ7Zu//PKLDEB+6623DF83EUWfJMsBmu0SUZPldDrRu3dvtGzZEitXrmzszSEiIopI27Zt0b17d5+ld7Fw5plnora2Fh988IF62aJFi3DnnXfi4MGDXIsfgdtvvx0vvfQStm/fbtgVioiij980IgIAzJw5E+PGjUNRURFKSkrw1FNPYevWrXj00Ucbe9OIiIgSyuLFi9GnTx9s2LAhooJ/pHXs2DE8/vjjeOyxxxgwIGpA/LYREQDgxIkTmD9/Pg4ePAir1Yq+ffti+fLlAdfIEhERka/u3bvjhRdeMOzWQOH79ddfsWDBAkyfPr2xN4WoSeHyBCIiIiIiIiIyxJaLRERERERERGSIQQMiIiIiIiIiMsSgAREREREREREZYtCAiIiIiIiIiAwxaEBEREREREREhhg0ICIiIiIiIiJDDBoQERERERERkSEGDYiIiIiIiIjIEIMGRERERERERGTo/wFSVo2/EdhzCwAAAABJRU5ErkJggg==",
-      "text/plain": [
-       "<Figure size 1200x600 with 1 Axes>"
+      "cell_type": "code",
+      "execution_count": 4,
+      "id": "61I64cGZgutq",
+      "metadata": {
+        "id": "61I64cGZgutq"
+      },
+      "outputs": [],
+      "source": [
+        "def graph_data(x, y, title, figure_number=0, t=0, dt=0, a=0, da=0):\n",
+        "  figure, axis = plt.subplots(num=title, figsize=(12, 6))\n",
+        "  caption = 'Figura ' + str(figure_number) + ': ' + title\n",
+        "\n",
+        "  figure.text(.5, -0.02, caption, ha='center', fontsize=12)\n",
+        "  plt.plot(x, y, label='Señal de Audio')\n",
+        "  axis.set(xlabel='Tiempo [s]', ylabel='Amplitud')\n",
+        "  plt.grid(True)\n",
+        "  plt.legend()\n",
+        "  if t != 0:\n",
+        "    plt.xlim([t, t+dt])\n",
+        "\n",
+        "  if a != 0:\n",
+        "    axis.axvspan(a, a+da, color='skyblue', alpha=0.50)\n",
+        "\n",
+        "  plt.ylim([-1, 1])\n",
+        "  plt.show()"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "id": "1a234f91-aa8c-48c4-bd13-7878104842e3",
+      "metadata": {
+        "id": "1a234f91-aa8c-48c4-bd13-7878104842e3"
+      },
+      "source": [
+        "Para poder graficar los datos se necesita saber a qué tiempo corresponde cada valor de la\n",
+        "señal; para eso, se utiliza el método [arange](https://numpy.org/doc/stable/reference/generated/numpy.arange.html#numpy-arange)\n",
+        "de la libreria [numpy](https://numpy.org/doc/stable/index.html). Este método\n",
+        "devuelve un arreglo de números equidistantes del largo que recibe como parametro,\n",
+        "en este caso del largo de los datos leídos del archivo. Para convertirlo a segundos\n",
+        "se divide por la tasa de muestreo, la cual también se obtiene cuando se lee el archivo."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": 5,
+      "id": "ee3fe588-5919-4e0f-8f6b-d2dbeba0af35",
+      "metadata": {
+        "id": "ee3fe588-5919-4e0f-8f6b-d2dbeba0af35"
+      },
+      "outputs": [],
+      "source": [
+        "time = np.arange(len(file1_data)) / file1_sample_rate"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "id": "HgT4xx4pKlFb",
+      "metadata": {
+        "id": "HgT4xx4pKlFb"
+      },
+      "source": [
+        "Se define una variable para almacenar el titulo de la figura, esto para posteriormente pasarlo como argumento a la funcion `graph_data`"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": 6,
+      "id": "hHn7vwU8KnQb",
+      "metadata": {
+        "id": "hHn7vwU8KnQb"
+      },
+      "outputs": [],
+      "source": [
+        "title = 'Gráfico de `' + str(file1_name) + '` en dominio de tiempo'"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "id": "3GofoYbR1-F1",
+      "metadata": {
+        "id": "3GofoYbR1-F1"
+      },
+      "source": [
+        "Para normalizar la amplitud de la señal entre -1 y 1 se divide por el valor máximo que toma el tipo de dato que almacena la señal. Para obtener este valor máximo se utiliza el método [iinfo](https://numpy.org/doc/stable/reference/generated/numpy.iinfo.html#numpy-iinfo) de la librería [numpy](https://numpy.org/doc/stable/index.html)."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": 7,
+      "id": "eBDxfNSV1_6V",
+      "metadata": {
+        "id": "eBDxfNSV1_6V"
+      },
+      "outputs": [],
+      "source": [
+        "data = file1_data / np.iinfo(file1_data.dtype).max"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "id": "eff070fb-d011-4b87-8c14-f4fba48b4ce4",
+      "metadata": {
+        "id": "eff070fb-d011-4b87-8c14-f4fba48b4ce4"
+      },
+      "source": [
+        "Con todos los datos ya procesados, se invoca la función `graph_data` definida previamente."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": 8,
+      "id": "3d95e5a6-4c46-4dc3-bf8e-1ba82af6eb1d",
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 586
+        },
+        "id": "3d95e5a6-4c46-4dc3-bf8e-1ba82af6eb1d",
+        "outputId": "a4b9b26d-1dfc-49fc-8ac4-53f97ce8a1d9"
+      },
+      "outputs": [
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "<Figure size 1200x600 with 1 Axes>"
+            ],
+            "image/png": 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\n"
+          },
+          "metadata": {}
+        }
+      ],
+      "source": [
+        "graph_data(time, data, title, 1);"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "id": "f424d686-a217-4edd-98d4-d066b44d9788",
+      "metadata": {
+        "id": "f424d686-a217-4edd-98d4-d066b44d9788"
+      },
+      "source": [
+        "Para el segundo archivo, se repite exactamente el mismo procedimiento que el realizado para el primero, solo cambia el nombre del archivo del que se obtienen los datos; en este caso siendo `Zombie.wav`."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": 9,
+      "id": "94dd2cf5-ff36-45ec-9593-80ecec73c414",
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 586
+        },
+        "id": "94dd2cf5-ff36-45ec-9593-80ecec73c414",
+        "outputId": "45c0507d-3c57-467a-cbf4-e7fc068138f8"
+      },
+      "outputs": [
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "<Figure size 1200x600 with 1 Axes>"
+            ],
+            "image/png": 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\n"
+          },
+          "metadata": {}
+        }
+      ],
+      "source": [
+        "file2_sample_rate, file2_data = wavfile.read(file2_name)\n",
+        "data = file2_data / np.iinfo(file2_data.dtype).max\n",
+        "time = np.arange(len(file2_data)) / file2_sample_rate\n",
+        "title = 'Gráfico de `' + str(file2_name) + '` en dominio de tiempo'\n",
+        "\n",
+        "graph_data(time, data, title, 2);"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "id": "024e9cb4-6217-4c16-bd70-f9af391e13b5",
+      "metadata": {
+        "id": "024e9cb4-6217-4c16-bd70-f9af391e13b5"
+      },
+      "source": [
+        "## Identificación de Notas Musicales\n",
+        "\n",
+        "Para identificar las diferentes notas musicales del primer archivo (`InASentimentalMood.wav`),\n",
+        "analizamos visualmente el gráfico, reduciendo la escala de tiempo a un pequeño intervalo en zonas\n",
+        "específicas de la figura, como se muestra en la Figura 3 a continuación, en la cual se toma\n",
+        "el intervalo de tiempo `[1.13, 1.30]`."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": 10,
+      "id": "00ee7caa-47c8-43bc-8d56-2e5cf1fac363",
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 586
+        },
+        "id": "00ee7caa-47c8-43bc-8d56-2e5cf1fac363",
+        "outputId": "345a7aec-5d69-4534-9532-2358ea7688c4"
+      },
+      "outputs": [
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "<Figure size 1200x600 with 1 Axes>"
+            ],
+            "image/png": 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RGWLQgIiIiIiIiIgMMWhARERERERERIYYNCAiIiIiIiIiQwwaEBEREREREZEhBg2IiIiIiIiIyBCDBkRERERERERkiEEDIiIiIiIiIjLEoAERERERERERGWLQgIiIiIiIiIgMMWhARERERERERIYYNCAiIiIiIiIiQwwaEBEREREREZEhBg2IiIiIiIiIyBCDBkRERERERERkaNgFDZ566imUlJTAbrdjwYIF2L59e9SfveyyyyBJUsSfq666Sv2Zr3/96xHfX7Zs2Zl4KURERERERESfaJazfQCD8eqrr2L58uV4+umnsWDBAjzxxBNYunQpjh49ivz8/Iiff/311+HxeNS/t7a2YubMmbj++ut1P7ds2TK88MIL6t9tNtvpexFEREREREREw8SwyjR47LHHcOutt+Lmm2/GtGnT8PTTT8PhcOD55583/Pns7GwUFhaqf9auXQuHwxERNLDZbLqfy8rKOhMvh4iIiIiIiOgTbdhkGng8HuzatQt33323+jWTyYTFixdjy5YtA2rjueeew4033oiUlBTd1zds2ID8/HxkZWVh0aJFePjhh5GTkxO1HbfbDbfbrf69q6sLAOD1euH1egfzsj7RxGv5NL2m/wQ8b8MPz9nwxPM2/PCcDT88Z8MTz9vww3M2PJ2p8yXJsiyfkX8pQXV1dRgxYgQ2b96MhQsXql+/6667sHHjRmzbti3m72/fvh0LFizAtm3bMH/+fPXrr7zyChwOB8aOHYvy8nL85Cc/QWpqKrZs2QKz2WzY1s9+9jM88MADEV9/+eWX4XA44nyFRERERERERAPT29uL//7v/0ZnZyfS09NP278zbDINEvXcc8/h3HPP1QUMAODGG29U///cc8/FjBkzMH78eGzYsAFXXHGFYVt33303li9frv69q6sLo0aNwpVXXnlaT9aZ5vV6sXbtWixZsgRWq/VsHw4NEM/b8MNzNjzxvA0/PGfDD8/Z8MTzNvzwnA1Pra2tZ+TfGTZBg9zcXJjNZjQ2Nuq+3tjYiMLCwpi/63Q68corr+DBBx/s998ZN24ccnNzceLEiahBA5vNZlgs0Wq1fio/ZJ/W1/Vpx/M2/PCcDU88b8MPz9nww3M2PPG8DT88Z8PLmTpXw6YQYlJSEubOnYt169apXwsEAli3bp1uuYKRFStWwO124ytf+Uq//86pU6fQ2tqKoqKihI+ZiIiIiIiIaDgbNkEDAFi+fDmeeeYZvPTSSzhy5Ahuv/12OJ1O3HzzzQCAm266SVcoUXjuuedw3XXXRRQ37OnpwQ9/+ENs3boVlZWVWLduHa699lpMmDABS5cuPSOviYiIiIiIiOiTatgsTwCAG264Ac3NzbjvvvvQ0NCAWbNmYc2aNSgoKAAAVFdXw2TSx0GOHj2Kjz76CO+9915Ee2azGfv378dLL72Ejo4OFBcX48orr8RDDz1kuPyAiIiIiIiI6D/JsAoaAMAdd9yBO+64w/B7GzZsiPja5MmTEW2DiOTkZLz77rtDeXhEREREREREnxrDankCEREREREREZ05DBoQERERERERkSEGDYiIiIiIiIjIEIMGRERERERERGSIQQMiIiIiIiIiMsSgAREREREREREZYtCAiIiIiIiIiAwxaEBEREREREREhhg0ICIiIiIiIiJDDBoQERERERERkSEGDYiIiIiIiIjIEIMGRERERERERGSIQQMiIiIiIiIiMsSgAREREREREREZYtCAiIiIiIiIiAwxaEBEREREREREhhg0ICIiIiIiIiJDDBoQERERERERkSEGDYiIiIiIiIjIEIMGRERERERERGSIQQMiIiIiIiIiMsSgAREREREREREZYtCAiIiIiIiIiAwxaEBEREREREREhhg0ICIiIiIiIiJDDBoQERERERERkSEGDYiIiIiIiIjIEIMGRERERERERGSIQQMiIiIiIiIiMsSgAREREREREREZYtCAiIiIiIiIiAwxaEBEREREREREhhg0ICIiIiIiIiJDDBoQERERERERkSEGDYiIiIiIiIjIEIMGRERERERERGSIQQMiIiIiIiIiMsSgAREREREREREZYtCAiIiIiIiIiAwxaEBEREREREREhhg0ICIiIiIiIiJDDBoQERERERERkSEGDYiIiIiIiIjIEIMGRERERERERGSIQQMiIiIiIiIiMsSgAREREREREREZGnZBg6eeegolJSWw2+1YsGABtm/fHvVnX3zxRUiSpPtjt9t1PyPLMu677z4UFRUhOTkZixcvxvHjx0/3yyAiIiIiIiL6xBtWQYNXX30Vy5cvx/3334/du3dj5syZWLp0KZqamqL+Tnp6Ourr69U/VVVVuu8/+uijePLJJ/H0009j27ZtSElJwdKlS+FyuU73yyEiIiIiIiL6RBtWQYPHHnsMt956K26++WZMmzYNTz/9NBwOB55//vmovyNJEgoLC9U/BQUF6vdkWcYTTzyBe+65B9deey1mzJiBv/zlL6irq8PKlSvPwCsiIiIiIiIi+uQaNkEDj8eDXbt2YfHixerXTCYTFi9ejC1btkT9vZ6eHowZMwajRo3Ctddei0OHDqnfq6ioQENDg67NjIwMLFiwIGabRERERERERP8JLGf7AAaqpaUFfr9flykAAAUFBSgrKzP8ncmTJ+P555/HjBkz0NnZiV//+te44IILcOjQIYwcORINDQ1qG+Ftiu8ZcbvdcLvd6t+7uroAAF6vF16vN67X90kkXsun6TX9J+B5G354zoYnnrfhh+ds+OE5G5543oYfnrPh6Uydr2ETNIjHwoULsXDhQvXvF1xwAaZOnYo//elPeOihh+Ju95FHHsEDDzwQ8fX33nsPDocj7nY/qdauXXu2D4HiwPM2/PCcDU88b8MPz9nww3M2PPG8DT88Z8NLb2/vGfl3hk3QIDc3F2azGY2NjbqvNzY2orCwcEBtWK1WzJ49GydOnAAA9fcaGxtRVFSka3PWrFlR27n77ruxfPly9e9dXV0YNWoUrrzySqSnpw/0JX3ieb1erF27FkuWLIHVaj3bh0MDxPM2/PCcDU88b8MPz9nww3M2PPG8DT88Z8NTa2vrGfl3hk3QICkpCXPnzsW6detw3XXXAQACgQDWrVuHO+64Y0Bt+P1+HDhwAKWlpQCAsWPHorCwEOvWrVODBF1dXdi2bRtuv/32qO3YbDbYbLaIr1ut1k/lh+zT+ro+7Xjehh+es+GJ52344TkbfnjOhieet+GH52x4OVPnatgEDQBg+fLl+NrXvoZ58+Zh/vz5eOKJJ+B0OnHzzTcDAG666SaMGDECjzzyCADgwQcfxPnnn48JEyago6MDv/rVr1BVVYVbbrkFgLKzwg9+8AM8/PDDmDhxIsaOHYt7770XxcXFamCCiIiIiIiI6D/VsAoa3HDDDWhubsZ9992HhoYGzJo1C2vWrFELGVZXV8NkCm0I0d7ejltvvRUNDQ3IysrC3LlzsXnzZkybNk39mbvuugtOpxO33XYbOjo6cNFFF2HNmjWw2+1n/PURERERERERfZIMq6ABANxxxx1RlyNs2LBB9/fHH38cjz/+eMz2JEnCgw8+iAcffHCoDpGIiIiIiIjoU8HU/48QERERERER0X8iBg2IiIiIiIiIyBCDBkRERERERERkiEEDIiIiIiIiIjLEoAERERERERERGWLQgIiIiIiIiIgMMWhARERERERERIYYNCAiIiIiIiIiQwwaEBEREREREZEhBg2IiIiIiIiIyBCDBkRERERERERkiEEDIiIiIiIiIjLEoAERERERERERGWLQgIiIiIiIiIgMMWhARERERERERIYYNCAiIiIiIiIiQwwaEBEREREREZEhBg2IiIiIiIiIyBCDBkRERERERERkiEEDIiIiIiIiIjLEoAERERERERERGWLQgIiIiIiIiIgMMWhARERERERERIYYNCAiIiIiIiIiQwwaEBEREREREZEhBg2IiIiIiIiIyBCDBkRERERERERkiEEDIiIiIiIiIjLEoAERERERERERGWLQgIiIiIiIiIgMMWhARERERERERIYYNCAiIiIiIiIiQwwaEBEREREREZEhBg2IiIiIiIiIyBCDBkRERERERERkiEEDIiIiIiIiIjLEoAERERERERERGWLQgIiIiIiIiIgMMWhARERERERERIYYNCAiIiIiIiIiQwwaEBEREREREZEhBg2IiIiIiIiIyBCDBkRERERERERkiEEDIiIiIiIiIjLEoAERERERERERGWLQgIiIiIiIiIgMMWhARERERERERIaGXdDgqaeeQklJCex2OxYsWIDt27dH/dlnnnkGF198MbKyspCVlYXFixdH/PzXv/51SJKk+7Ns2bLT/TKIiIiIiIiIPvGGVdDg1VdfxfLly3H//fdj9+7dmDlzJpYuXYqmpibDn9+wYQO+9KUvYf369diyZQtGjRqFK6+8ErW1tbqfW7ZsGerr69U///jHP87EyyEiIiIiIiL6RBtWQYPHHnsMt956K26++WZMmzYNTz/9NBwOB55//nnDn//73/+O73znO5g1axamTJmCZ599FoFAAOvWrdP9nM1mQ2FhofonKyvrTLwcIiIiIiIiok80y9k+gIHyeDzYtWsX7r77bvVrJpMJixcvxpYtWwbURm9vL7xeL7Kzs3Vf37BhA/Lz85GVlYVFixbh4YcfRk5OTtR23G433G63+veuri4AgNfrhdfrHczL+kQTr+XT9Jr+E/C8DT88Z8MTz9vww3M2/PCcDU88b8MPz9nwdKbOlyTLsnxG/qUE1dXVYcSIEdi8eTMWLlyofv2uu+7Cxo0bsW3btn7b+M53voN3330Xhw4dgt1uBwC88sorcDgcGDt2LMrLy/GTn/wEqamp2LJlC8xms2E7P/vZz/DAAw9EfP3ll1+Gw+GI8xUSERERERERDUxvby/++7//G52dnUhPTz9t/86wyTRI1C9+8Qu88sor2LBhgxowAIAbb7xR/f9zzz0XM2bMwPjx47FhwwZcccUVhm3dfffdWL58ufr3rq4utV7C6TxZZ5rX68XatWuxZMkSWK3Ws304NEA8b8MPz9nwxPM2/PCcDT88Z8MTz9vww3M2PLW2tp6Rf2fYBA1yc3NhNpvR2Nio+3pjYyMKCwtj/u6vf/1r/OIXv8D777+PGTNmxPzZcePGITc3FydOnIgaNLDZbLDZbBFft1qtn8oP2af1dX3a8bwNPzxnwxPP2/DDczb88JwNTzxvww/P2fByps7VsCmEmJSUhLlz5+qKGIqihtrlCuEeffRRPPTQQ1izZg3mzZvX779z6tQptLa2oqioaEiOm4iIiIiIiGi4GjZBAwBYvnw5nnnmGbz00ks4cuQIbr/9djidTtx8880AgJtuuklXKPGXv/wl7r33Xjz//PMoKSlBQ0MDGhoa0NPTAwDo6enBD3/4Q2zduhWVlZVYt24drr32WkyYMAFLly49K6+RiIiIiIiI6JNi2CxPAIAbbrgBzc3NuO+++9DQ0IBZs2ZhzZo1KCgoAABUV1fDZArFQf74xz/C4/HgC1/4gq6d+++/Hz/72c9gNpuxf/9+vPTSS+jo6EBxcTGuvPJKPPTQQ4bLD4iIiIiIiIj+kwyroAEA3HHHHbjjjjsMv7dhwwbd3ysrK2O2lZycjHfffXeIjoyIiIiIiIjo02VYLU8gIiIiIiIiojOHQQMiIiIiIiIiMsSgAREREREREREZYtCAiIiIiIiIiAwxaEBEREREREREhhg0ICIiIiIiIiJDDBoQERERERERkSEGDYiIiIiIiIjIEIMGRERERERERGSIQQMiIiIiIiIiMsSgAREREREREREZYtCAiIiIiIiIiAwxaEBEREREREREhhg0ICIiIiIiIiJDDBoQERERERERkSEGDYiIiIiIiIjIEIMGRERERERERGSIQQMiIiIiIiIiMsSgAREREREREREZYtCAiIiIiIiIiAwxaEBEREREREREhhg0ICIiIiIiIiJDDBoQERERERERkSHLQH7oySefHHCD//M//xP3wRBR/1xePzYcbcKUwnSU5Kac7cMhIiIiIqJPsQEFDR5//HHd35ubm9Hb24vMzEwAQEdHBxwOB/Lz8xk0+BR5eXsNNteYcIUvAKv1bB9NpIZOF7z+AEZlO872oZxR339lD9491IjcVBs+/vHlsFnMCbd5qK4TP3n9AC6bnI87l0wagqMEDpzqxAubK/CjZVNQkG4fkjaJiIiIiOjMGtDyhIqKCvXPz3/+c8yaNQtHjhxBW1sb2tracOTIEcyZMwcPPfTQ6T5eOkN2VbXj/reO4N1TJry5r/5sH06Ezj4vSp/8EIt+swEnm3vO9uFE1e704JHVR1DW0DUk7fn8AWw61gIAaOlxY19N55C0+5v3jmHfqU78dt1xNHS6hqTNz/3hY7y+uxb/t/rIkLRHRERERERn3qBrGtx777343e9+h8mTJ6tfmzx5Mh5//HHcc889Q3pwdPas2Fmj/v+OyrazeCTG1h1pRJvTA69fxqLfbMQ/Ncf7SfLou2X406aT+PZfd0GW5YTbq27rRZ/Xr/59qM7NkfpQUOPD480Jt+fy+uELKK/3jb118PgCCbdJw0OXywu3z9//D35K1Xb0YfWBevgDiX/eiYiIiD4JBh00qK+vh8/ni/i63+9HY2PjkBwUnV27qtrxyo7QILy82Zlwmz5/YEgGzcLRhm7d3+96bT/21nQk1Kbb58c7B+rR4468vuP18YlWAEBlay92V7cn3F54FsCBU4lnGnS7vKjXtPvXrVUJD3jCj/Pj8paE2hN+8u8DmPnAe9hS3jok7QGALMtDHtSoaevFP7ZXwzmE19Ibe2vx6JoyuLxDNyA/WNuJZz88OWRt1nf24ZJH1+PCX6zHiaYeBIZo4BwIyKhsceIX75ShvrNvSNo8Xe58ZS++8/fdeHXHJzOQSURERDRYgw4aXHHFFfjWt76F3bt3q1/btWsXbr/9dixevHhID47OPFmW8b2Xd+u+1tTtTqjN3dXtmPHAe7j9b7v7/+EBauiKTKH/+ERiA9Mn1x3H7X/fjdv/tiuhdrQ6+7zq/6852JBwe+J1m00SAOBAbeJBg+NNoeUdVrOE/ac68dctlQm1WR8WNPjzxpMJDyDrOvrw8rZqdPZ58bsPjifUluD1B3DdHzZjyr3v4Eev7cc/d9QkHDCRZRk3v7gDd79+ADe/sAONBtfqYNW09eIHr+7FHzaU4wev7B2SWeymLhdu/PNWPLzqCH6+amiWkGw42oyOXi9aetxY/NhG3PnPvQm3WdXqxEW//ACX/XoDnt5Yju+9vCfxAz1N6jv7sD2Y/bP6wCdvWRcRERFRPAYdNHj++edRWFiIefPmwWazwWazYf78+SgoKMCzzz57Oo6RzqBT7X2oCw74Xv/2AgBAc48noQHfip016PX4seZQA5q6h2a9fJvTAwD49fUz8f+uVAr3Ha5PrG7Ae4eUTJkPj7foBvvx6vX4dO28e6gx4WwLMRhfPDUfkqSkQp9o6u7nt2KrbVdmbueXZON7iyYCAP61uzahNhu6lDZHZCbDZjFhy8lWvJRgIGJnVShTY3N5K443Jva6AWBnZTv21XQgIAOv7qzBXf/aj7f21SXUZlO3GyeCgZjtlW245vcfoduV2PW08VgzxKWz5lADHlt7NKH2AODdw41qVs1ft1bh6Y3lCbcZvlzmjb11CQdNnv+oQr0nAcp1MFQZDEPtle2h7IK6T3hGxHDg8wfw8rbqIa1b09rjxseNkvoM+aRyun04OARBYSIioqEw6KBBXl4eVq9ejbKyMqxYsQIrVqzAkSNHsHr1auTn55+OY6Qz6HhwADq5IA1TC9MgQYY/IKM1gQ7WqfZQ53l7xdCswe/oVQZh2SlWjM9LBQDUdyTWSW/pCWVUHEkwAAGEUvQlCUiymFDd1ouyhsQGumIANj4vFRdPzAMA3P/moSFpsyDDjs/NHgEAKGvoSmhdekOn8l4uGJeNHyxWgjovba5MKGhSF3Z+lzy+CVWtiS2dqWnvjfjaurKmhNo8XBe6djIdVjR2ufHR8cSyYA4F2yzKUHah+OOG8oSDRXurO3R//8U7ZTiWYCCmPBgs+caFY9WvJTrw2WWwrKc2wc+6PyDjYG0nHlt7DLMffG9I7kvLX92L364LZcCcbHai1zM0y1N2VLbh6Y3lQ7aMRJZl/HVrFf66tWpI2hP6PP4hXYb21Ppy/OTfB/Cdv+8esnb/378O4p8nzXjg7U9ugVafP4AvPL0Fn/3dR3j/8NAt+9x8ogX/2F49pOdouHhzXx3+tLEcXj/r6xARxWPQQQNh0qRJuOaaa3DNNddg0qSh2aKNzr6qVmUQNS4vBRazCWnBrRYTmS3UdvCHKmggZomyHEkoCA6kGrviX0bR5fKivTc0G1w2BEEDkRUwPi8VlwQH+O8eSmyJgghEFGbY8ZPSKQCArSfbEhrgi+UnBWk2jMxKRpbDCq9fRll9/APIhuAsa2G6HTctHAOrWUJla68ugDT4NpXX/pnpherX7nsjsYCJCER8cd5I/PbGWQCQcAaDyHi5dlYxrpulBGG2nEysBoP4DN25eBIWTclHQAb+vSexbBCxo8dD156jfi3RJT7iOD8/dwSunFYAIDLYM1hVLco96f3ll2ByQRoAoDzBmed7Vh7AZ3/3EZ5cdxztvV785r3EMje6XT68bnA+ErnehZYeN65/egt+8U4Z/pJgto7w7qFG3LvyIO5deXBI6qIASmBjzkNrseyJD4ckuCHLsvp6yxq6UdOW+Hvp8QXwUbDOzOqDiWd+CW1ODzYcbRqy9vbUdKiB6xc2VwxJm83dbnzthe24+/UDePfQ0AUintl0El97fvuQLMMS1h5uxINvHR6y+kInmnrwP//Yg0feKVMzChPV6/HhobcPJ5yZRkQ0XAw6aPCNb3wj5h8a3tqDg/Gc1CQAQLryn7iXFciyrKa/A4nPOgrtvcpxZqckoSBdCRo0dbviTluuadPPOCeaEQCEggZFGXYsPUcZQP11S1VCHSE1KyDdjskFaUizW+APyChvin/GXdumJEmYPiIDAHA0gcGzqL1QlGFHis2CUdkOAMruD/ESg88LxudgxbcXAgA2l7cklKou2hyV5cC5wddd3dabUOdfZBpMK0rHrFGZABK/nmqDGREjs5JxxdR83b8TL3F9njc2G7dfNh4AUNkS/3XU5/GjpccTPE6H5nOZWDCvO/h5Kc5MRlFmsM0EAoSAsgRJ62QCrxsA9mvua7vuWYzpI9IBANWt8V/vwqZjod1Mtp4cmqCrtt5CooFM4cl1x9Hn9eNoY/eQ7OpyssWpy3A7nmBmDQAcrNM/f4xq48Tjy89uw9df2JHwsi5B+9k+VNc1JMGIPdXt8PqVdlYNUb2N8uYe/Hz1EWw81owXN1cOSZtN3S7c/rddeP7jCvx9iDJhdlWFrsc9Q1CQGFCWXj33UQW+9489qEjw/iHUtPXitr/sxIajiWW7afkDMj4+0TJkWU/CJ3WJGBGdPoMOGrS3t+v+NDU14YMPPsDrr7+Ojo6O03CIdCZ1BNfgZyYr0YJUi/JgaHPGtya7uccNt6Yy/dGG7oQfNi6vH70eZSYrKyUJeak2AIDXL6vBhMEKDxocGYKggZhtL8qw46oZRchNTUKr04NtCcw6i05uYXCAP6VQmXlNJK1cBA3y05X3UQzwTyUwwBdZAWLgWJKTAiCUyRJXm+K1ZyRj9qhMmE0SvH45oUFpXYfSZnFmMooykgEAvR6/OlCNhwiMjMtLVZfOlDfFPzMuy7I6gz8iK1l9LxMJwLi8fjVbpyg9GaOyguc8gZnx2g7leNJsFmQkW5GfplxPicxA1gfPT0ayFY4kC3KDn/XmnvjPudcfUAMm18wsVtrrdic0Oy4Co5dPzkNOqg0jMpVraSh2etAGOBINFAHK+dAOGhOtBQMoBV83a3Y02ZfgTjYA8MER/cDpWGPidQ22ht17w3fhiUddR5+aFfDqjuqE2wP0y+M6er0JLQ8UtAH7A6c6Em4PUDIChESXYAmv765Vt+v9KMHMJ+Fgbej93DdEr117bOsTXNIm/GHDCbx3uBHf/tuuIVuK9PCqw/jys9tw45+3DtlWuP/YXo0ZD7yHvw3h8qbGLhceX3ss4SWHp1u704M39taqE2xE/0kGHTT497//rfvz9ttv4+TJk7jhhhtw/vnnn45jpDNIpOhnOpR1CSnB5QkdcQ7GxSAkP82GJLMJTo/fcB354I5RORaLSUKazYIki0k9XjHTOVhiACZmCI81dCdcob6uMzTIdSRZsGiKMkMc79aQPn8AzcEBcmFwScaY4ADyVALvqZi1FQN8MYBMZFAayrJQBk+F6hKSBAaQmswNi9mE4uCscyKvXWQaFGcmIznJrF5HYrAaD5GVU5BuQ0mu8l62Oj1xb7/Y6vTA5Q1AkpT3UzvAj3cGUpyHZKsZ6ckWjMhSzlMitQLEZ120NRSZBnWawBsANWjQkkDQoK6jD/6ADJvFhCdumAW7VXkMJpK9ID7rxcFgQWHwtScyky3LMi765Qe6ZSgNXa6EtvGsanViwf+t093bEskuET483qxrM5F7h7AmmAGRFfxMDsVxhmdqJFrDA4BuK939pzqHZM18eE2d40MQMNFmw1S19Q7JoFQbdEm0Do6gDT4M1Qy+NsPkYG0XfENwjo5pXvu2iqHZAli8Xpc3gDf3Jr7sIRCQsWLnKQDKtRkeiIvX79YdR4/bh3tWHhyywfPdrx/Ab9cdx1ee2zZkWyAfONWJ5a/uxeYhCj4BwB3/2I3vv7IX96w8OGRtng5efwAPvHUIP3vz0JBu00z/2eKuaaBrxGTC8uXL8fjjjw9Fc3QWieBAlkPJNEixKF+Pt9K0mIEryUnB1CJlVnx3gumBaj2DlCRIkrL1oDje+DMNlOO8aEIeMpKt6PP6E8oIAEKz7WLAMzZXmXWOdza3pceDgKxstygGT2JGM5HBnpppEJwZLsxIbDbX6w+ovyuCBaLteAeQHl9AHSiK93NkZmKz49oZfBGAEIO9eIMb/oCsBnYK0u1Is1uRZlM+RPHOOovXV5BmR5LFpC4dcvsC6IuzM6ANwEiShIL0xM6P9jhHBoMGeaLNBAbj9R36wXhu8LXHGxwEQtkuo7MdMJkkNbCVSFaANvgEAPkiaNAZ/2s/3tSjvqeZDqsa3Ejks/4Pze4Od1w+AYAywE9koNvU5cIjq8sAQL2OEg0anGjqxq6qdkgScOsl4wAApzoSa7O5263e02dmK693KLIX9mgKirp9gYRfuz8gq0vDxuUqQeFEi57KsqzLNJDlxOuCAFB3iQGUTL9jDYm1KcuyLhOgtqMv4UCEzx/QBWH6vH6cSPC1+wOyLmtuW0XbkKTrn2wOBUne2Jf4Upe6zj7dcsgPhiAjoqrVqdvN5l+7TyXcZpvTox5bTVsf1g/B8gxZlvGtv+7E63tq8c2Xdg7JjljN3W58HKyJsupAfcK7IgHKcd72l5244jcb8EHZ0NTbkGUZ/2/FPrzwcSVe3FyJl7cNTQZUVasT3/37bvz63aP/kcVUaYiCBgBQXl4On29o10zRmdcRlmngCC5P0BYJHAztQGLh+FwA+pTGeLQHl0pkBwMFQOh448+IUDoAY3IcKD1XKbT31v7E1n3Wa4oWAqEZ2No4B7liUJOfZoPZJOnajHfg3OvxwRlc6pEXHNhnpyj/bY1zYNbc7YYsA1azhJyUpOAx24Pfi28w3tjlgiwru1BkB9sU72u89TbanB516YxoS7Qdb5Cs1elGQFZ2zFBfe4KD59qwGXxHkhlJZuXWHe/nsiHs2hRLfNqcnrgHkKHPukPXZiJZAeKaF0EdcY22JBDcqGoLfdaBockKEJ1oETBJNPgE6FPp13z/EoxTg47xD0orWpTB0g8WT8TyJZOQZDbBF5DV6yEev113HLUdfRiT48DPrzsXABIuWvinjScBABdNyMXc0VkAEi8q+aeN5XD7Apg5MgMzc5Tn2lDUnAgPgmsHfvGoaHHC5Q0g2WpW65ccT2B5E6Bcny09HphNEmaOVGq3JJq9IMuyuhWmuNedbEmszeZuN7pdPpgkIMlsgiwnfo5OBt/PlCQz5o/NBgDsr0msttKp9l54/AGYTRLsVhM6er0J161pd3p0QdutJ9vi7s8I4dfi+qPNCQc3toVl67w3BLt7hGfWDEXB7IYul3pf7vP6dbVh4hVeE+WBtw4nPHg+WNuF9w43orzZiW+8uBMvfpx44dMtJ1vxhiZT5a39Q1Os8943DmHVgXr8fv0JbBuioubbK9pwyaPrseyJTUO2Da7XH8CzH55MeIKSIg06aLB8+XLdnzvvvBM33ngjbrjhBtxwww2n4xjpDBIz9ZnBAXlqwssTQgXcrp2lrB9ee7gRrQkMJNpENoRYOwFtpkHiwY3PTC9SjzORJQqipkFxcCazODhAi3f/dm3BQmFkgpkGIjBgs5iQGpwRFx3AeNfRimBJfpodpmBwQwz2muMc7GkLK4rsEvU44wxuiHoGeWk22CxmAKGgQbyvXQQGclJssAQH9jkiCBNvtk5H6DMEAJIkqdd+vKmh4hoUQYMsR5IaiIr3/RTXoDhOkRHR5vTE3VEVbYpsgKFYnlAdXDM7Ojsl2Hbwc5nAkpS6sIwI8b4mEogQg6VvXjQWhRl29X1NZPAsBvPnjsiAySSpx1kfZ9BAlmVsOKp0xn9SOhUzggPS+s6+uINPPW6f2uG94/IJGBmssVLX0Rf3deT1B/DPnUqWxfcuH4dcm9JOVVtiA/xulxeHguvlxWD8ZIKz2FvKlVTqc0dmYHKhslzuRIJBA1HDYHJBmlroNtGlGXWdLjg9fljNEi4PLr1LpHYLEHqdo7MdmFwodkpJ7ByJDItzijMwO1iYdm+CdQ3EYHxCXirOH5cDANiY4KBUZJeMzErGlMI0+ANywhMsIptk0ZR8pNosaOlx40CCxahFlsbFE5VJoH01HQkvyQn/zAxF0CA8i2goCr6K4EZKkhkmCXht1ynsrEpsYBp+Lf7ugxMJL5/ZWakc0wXjcyBJSjZUIoFhQMl20gZeXtuVeIZJt8uLb760Q92O/NUdNf3/0gD8ZUsVHl51BN94cUdCy/m0RJA0EJCHNMvCH5Dx2q5TCWc2nymDDhrs2bNH92f//v0AgN/85jd44oknhvr46AwTmQZiHalYnhBv2r92nfPUonScOyIDXr+cUJqcGCiJAR6gzTQYfNBAlmXdLOn543KQblcesPFWWu7z+NUAhjqbmxYa8MRz0xHHKAY5QGiQEu8afLGMIDfVpg7Gxfva7vTEdZyNXfpZbCDx5Qki/VsbMMlJsChebVhKORAKRLQ542tTZD2I16scZ2LZC+pnSHOciS7HCV86YzJJaup/vIEdESAUxymCJb6AHHdqaGh5wtDVNBBpxSLToCDBehsBORQcENeSuE4bE+ioidovo4OD5pFDUKxStCmKnRapQYP42qzt6ENtRx+sZgkXT8xFbqoNSRaT8p7E+dp3V7XD4w9gRGYyFozLQUGaDZYEi57urGxHl8uH7JQkXDQhFznB20hjV/wFMGVZxp2v7oPHH8CYHAcum6wMnBPJNOjz+PHXYHG5RVPyMTFfyS5JNNNgb3BmfeaojCFrUwzwS3JS1IK8iQ7wxSB3fF4qxuel6L4WL1EEcVpxOmaMzAQA7E8waCCOaVxeCi4PnvdEt9UV9SGmFKZh6TlKtmOiafriOKcUpqmD/ESXKIjA0JJpBUi1WeD2BRI+R+K6+ewMZcLmUF1nwtttiq2TxfPo7f312FyeWG0DsQ31dxdNwLXB7ZTfP5JYYEds733bJeOQkWxFq9Ojqz8SD/HZvHhiHmYGr/lEMy1W7VeCLul2ZVCw+kB9wjtybDjajG5XqI0Vu2oSHpB7/QE8s0nJVOvo9eLrL2wfkpoOP115EIt+sxHjfrIay574cEiyIv6ypRJzHlqL/7diH27489aEr88zYdBBg/Xr1+v+rFu3Dq+88gpuu+02WCyW03GMdIZ4/QH1Ri0yDRzBUxrPYBzQZhoonVSxBV2sLc7cPj+e3lgeddsutaaBZnmC+P94MiLae73q2vDiTGXd+KXBjkD41mwDJQYRjiSzepMVAx6XN6Du/jAYlcEZ0rHBda5AaEDa5/WjL442xayyGDACoaCBLyCjq2/wD4XwZRna42ztiS8QEb5eXnvM8WcaiMF46DjF0ox4HwihopKhoEGi2QvhyxOA0PUe73HWa4p0CuoSkp74Bnu1YcsTkiwmZCSLAqXxDfbqO8MzDUIZRfHObok156NF0EANaMX3uru9ynpus0lS2xLnv9vt63emQ5aNZy5EVsCobOW1hzIN4kvX7uz1qh00UUxTBDnizbIQ7+WobAccSRaYTNKA66yUNXThb1urIrIHxAy4eFZYzCZ1q83+XntTtwtNBsEfkaZ60YRcmE0SUixQM6vifT8P1nbh/SONSDIrBTXHBQe5iaTor9hVg2ONPbBbTfjsjCKMDw7wm7vdMZ9t3S4v7n59P/64oTzie/6AjKc3Kl8/ryQbkwqUAf7xBDMNxO9PLNDsEpPg4FHsWjShIBUT8ge+80xdR1/U2dlDdSLTIB0zRylZFmX13QkNJET2wuTCUObG0YbEdiERyxsmF6bhwgnKAH9HZWKz2CKANS4vFZdNzgMAbClPLLghzvGEvFRMK1IyYRLd1UX0By+ckItR2ckIyMCuBGfwxX3k83NHYmbwXvLPBGeyxWd7Yn6autQl0W3ERb9uUkEaLhivZK0kuhNJKPiWgovUaymx7A0RHPlJ6VSMyExGr8cfsRvNYIlMmq+ePwaOJDNONjsT3rp19YF6XYbfjsp2NYgQr9Yet64uxNHGbryQ4DKSmrZe3PfGId2EytsJLok+EwYdNFi0aJHh1opdXV1YtGjRUBwTnSUiMCBJUDv7KeqWi4MfnAQCcsRgTwx4Y1XCfnrDSfzinTIs/+dew++L2VVtpoHIjIhn5lV0GgvSQ2nqFwZv3h/HWXW3riOUFSBm8FNsFiRblfbjGURVtijHqQ0apNos6vr21jhmx8VxiFl7ALBbzWqHOp42GzXbQgpi1tnjD8S1naHYElPMugKJzzrXhy0fAYDsBAMRjcGggRiAA4lnL6jbLWozDVLiz6wBQu+nNggjMmHiqb3g8vrVWWBtcCMngcKFsiyra1LFa9cuo4jnniTLcihoELyW1KyAOGtOtAd/rTDdri5JSbNbkZKkfNZjLVHYV9OByfeuwf/+c1/EcYpzJAb4RRmJHafIMshNtSE5eGwDzTR4aXMlLn70A+wM63iKYIP22hRZIbFqt8iyjBv+tBX3rDyIl7fri3SpbWquo4EUPW1zerD08U244rGNEQEg8V6Ke6ckAaOC7fe3Dezhui7DAfaG4Czw5VPyMHt0ljpw7i/TQJZlvLS5Es9+eDIiWCQGSt+6ZDxGZjmQarOoAahYx/n3bdX4x/Ya/HJNWUQNABEwSLKYsHhagToYr27r7bfIYGOXK+rPiNnMCZqtZStanP0u6avr6DMcsMuyrG5dOHtUViho0E8g4u39dbjgFx/gf1fsi/heICCrA9rpIzIwIjMZWQ4rfAG53yUf0YIQsiyrg/m5Y7LUZRSNXe6EZh/FIHdSQRrODQYimrvdCe1OoM2IEFkWR+q7+g3cRzuHXn8ANaK4dW4KphUPTdBA1FoZl5uC88cqfa/3+1maUdfRZxggFMTyhEkFqfh/V04CAN22sIMlyzIqmkMTN+IcHazt//2MRfTrSnIcarAoka1GAwFZvQeNz09Vl4wdTOAcubx+tZ7D5VPycckkJQAV76SaIHYduWpGEa6fOxIAEl6iIAbe31s0Ad+6VCmi+2GCu2cYZZOsSnCAv7Mq9Cy9LVjs98CpxAJQZ8KggwYbNmyAxxN5E3O5XPjwww+H5KDo7BAzGel2q9oxD2256B30jbGusw9uXwBWs6TOPopOW6ytlNYeUdKgatr61M6elngwZ+oKIcZf08Ao/Xt2sPhWvCmc2grtWrlpYhA1+I6/eM+0QQNJknSz+IPVqi5PSNJ9PZGCgOostiZokJxkVgdR8RxnddgACggFDRKtaWC8PCHOtH9RdyJDm70wsDab+4xnZ8NrBQCh6z3RgfMYzfUpChfGszxBHKMjyawG8ICBB3b2n+qI+Ky3Oj3w+JStJsXA3mQKFdeMdZx9Hj/+95/78OyH+hmGlh4Pej1+SFLo/cwfRNHCNQcbImbq2tzKvbJYk7ECDGzZw9Mby+HxBfD6nlrdQKqzz6sG18S9M1/dwjL2cb5zoB5T7n1HTXMXQlkBoeuoSCxvirGUIBCQcf+bh1DT1ofH1h7TfU/dNUITeBtIpkFNW586wxKeNtvQFbkMayBZFpuONaM9mE0RvrVc+FIP5f+VNmPtdnC8sRvXPvURrvn9xxHv++FgWvH84CBH3JdbnR50xngObTjWjPvfPISHVx2JWF9eGXxuiJ2GgIG9n9p0+z01+hlaMRt47cxipNutyEuzIdVmQaCfIoP7T3Xgol9+gK8+uz3i2S/LMl4N1oiYWJCGEVnJSLKY4PYF1GvCyK6qdlzy6Hp86ZmtEW1+/5W9qO90wWKSMK8kCxPygxkRTT0xa1n8ZYtynb+xty5iq76a9l50u31IspgwIT8VkiQNKBjx/EcVmHrfGrUOhq7NttCSnLljspBqs6hLncIL+g2U2+fXZERkIDnJrNZAipW5cqiuE7f+Zaf6u1rdLq8aYJyQn4pxeSkwSUr2U6x75+1/24ULfrHOcGLnVHtou9rCdLsaNDjUz4DUHSMT0uX1q32wcXmpuHqmUvvqrf11UbPJ6jv7cOXjm7D4sY2GGTiyHAoKTSpIw9wxSn+uqZ+MnViau91wevwwScp9ZFJBGpLMJnT2eeMu/Or2+dX6QmNyQlkBe6rb416LX9/lQp9XqTUyOtuBc0aIwqfdcW9lWd3WC1kG0uwW5KfZcElwqUsiSx4au1xo7HLDJAEzRmbg25eNV46zqSfu4/T6A2qWxrLphbgmeC0dbehOKLDz7iElaPC/SyZh971LACjZMYksz9hd1QFAqVn01fPHABi6bWtPpwEHDfbv36/WLzh8+LD69/3792PPnj147rnnMGLEiNN2oHT6dfTpd04AQjUNPP7Bp9SLQe6YnBQ1CBGqeG/80Oro9eBIfWhWxyilKpRpEFkIMZ4HgjjOUZoOpUiH7ezzxnVjEAW2xuSk6L6eqw7MBnecLm/o4aINGgBDM8DXzoxr24xnhrhWrG3XDHIBIDdNDPIHPyhVO/05oXOkBkuc8dWIMKppkOjuCUZZFtkDCG5UtDjxyD4zSn+3WTez1OUKpZTrjjOBmgbNPW70Bjs/IzVBGLVYZT/n5x/bqyNmSbWz9yKzBtAuIYne5raTrbjm9x/j6t9/pOtYinoGYp18xHHG6Pi+ta8O/9p9Cg+vOqL7t6uDn8vijGQ1q6hAs7tFrOto9YF6fPtvu/D1F7ajS7PVlsg00AYdAWWLTNFuNNqty7SBVNEJ1WYFiONs7Oc4H151BC5vAPeG7SMenrkAhIqzxso0qNIMqsMHueoSnyxt0EBpP1amgfbfCx+81YfV2wBC12mszrm2sF/4muDQUo/Qaxf/Hyto8Na+Onj9Mvq8fnx4TD9bFUr9Vu7HKTaL+rkvjzHQ26VJOddu1wgoW5oB+ufGiKz+30/tMzN81lcMnm6cPwqAEmgep9YLiB68f+HjSnj9MrZXtmF/2AzYa7tOQZYBu9WESyfnwWySMDZ4zLG2M3xlezV8ARl7qjvUoAugDJ5WHVBm7u65aipyU20Ym5uCZKsZvR5/zOWM2p1UqsMKW75zUJmAOKc4HdZgFlBoKUX0Np/84Di8fhkPvX044nsiCDNzZCYcSUoHSdSJiHWcTV0uvLyt2rC+y0fHW+DyBpCbmqTWchg3gOP88b8OYO3hRvz03wcjvieuibw0G9LtVtgsZvWaj9ZmZ58X7xxsQGOXG898GJnSXamZuDCZpNDyhBjZC91e4OJfb8L8/3vfMOhX1RoakOamJuGC8TlIs1vQ0euNGth5a18detw+dLl8eD8sQAgo99Uetw8Wk4SSnBQ4kkIZO5VRAmUurx/3rDyAFQaBIiB0bkdlO5BkMSHJYlKzTPbXdhj+jizLqO/si/reVLQ4da99TI4DeWk2ZfvSOJcPic/7mJwUWM0mFGfYkWqzwBeQ1fvLYGnPuyRJuCC4zKu82Rl3Ee59NR0AlKCOI0m5dzqSzPAHZLW/N1gHazvR5/Ujy2HF1MJ0TMhPhdkkobPPG3c9nD6PX838uPKcQmSnJCHNLpa2xV9fSGSVzR2ThZFZyXAkmeH1y3HvrnamDDhoMGvWLMyePRuSJGHRokWYNWuW+mfu3Ll4+OGHcd99953OY6UEHGvs7neGqt1gBj/JpGydBwx+gHKyOXJmXMwYtgVnEcNtONqsS40zqkzb5hTFGo2WJww+02Bv8OYl0s0AIM1mCaUXx1HQqzpapkGcKfUnmnogy8rr1C7LABJbMx+eqi0kMuNulE6vbXOwgQifP6BmBWgHPCJo4PXHV3uhzuA4B7pzxImmHsO1oaEikJpCiAN4L9eVNcMvSxHrBMUDJMthVTuoQGLBDXFtFmUkD3owXtHixN2vH8DDq46onxtAMyCNer1HP05Rdbyj16ubJa1Tl4/oA1q5AyiAqX0PtYHHCpEKmhsZLPH4AzGXe2wM7hLg9gVwUDOIOuVU7o+iky8MZAcFbQdBm9UUmhmPXD7i8QWiFpYMBGRdJ04b3AgVQdRkGmT0X0i1TDO463b5dNecUeBN3Qa2I3rHr1FzjVW19upmFMWxFGVEthmrg6rtFB7TbH/n8wfU39O+drE8wSibTdAOgLXXeyAgoyLYAR+neb6pdQ1iDPS027Zpt+nr6PWo198YTXC0v0wDZRlg6DVoB+M9bp8ahJmQF8peEMcca7ZdO2gJr2b/9+D63oXjcpBuV5694/ODbcbIztOmSGvbPNmsLGtIs1vwtQtKAABmk4TpI9Ijfk/L5w/ogj7awbDXH8Av15QBAK6fO0r9eknwtVdHGUAFArJ6HrpdvoiCfGuCVfjFrglA6L53Ksa19KN/7cdP/n0AP/7X/ojv/WO7MlD9rzkj1aCruAaiXZ/+gKwG8fbWdERkY/x7Ty0AqLPXQP/nXTuoNMoGFderuM4nFqTCalYGZdEGUIfapVAGkEERRrFzwrjggNRiNqnHGW0ZqzYwtqsqcmJJXLtjc1PUZ5wIxEVrc8WuU/jb1mr88LX9htlhRpmeIiMo2valK/fWYuEjH+DhVUcMvy8G+BODWTCSJKlBo8oo12dNWy/+vKk86rIV0aZoR5IktTZKrMzZWIWvK8OCmRnJVrU2SqxaHrGC24c0y4bEcYr2491mVdyj547JgskkwWYxq4HceIMbu6ra4fEFUJRhx6QC5X0U/eV4j7PH7UNZ8H2bMzoLkiSFiponuMvF6TbgoEFFRQXKy8shyzK2b9+OiooK9U9tbS26urrwjW9843QeK8XpUF0nlj6xCZ97anPMrVzCd04AlLWf2eos/uAG5OImKx4wom0RhDDq9P99m5JqKKox7zYIGhjvnhBfpkFDp0sd/M0enal+XZIkNb04nm3TRDRbOzgB4g8aiLTHKYXpuplcbZvxrJmPNtgLVfwfXJtun19NiQzPNBB1EwZbJ6G2Q0mJTLKYdLsS2CxmNeI72B0UulyhyLN2ICGuqc6+6IX2ej0+fP6Pm/GlZ7aq0XLBaFvMgQzwtTNU2tlc0cEJD+oMNGjgdPsi0kLDdw8Q8gcQNNAGSrTrQxMJkmlTerXrjEN1QfTX0UCCG9qZCm3qrFg7W6KZybVZzOr72RgjsKrdKlXb/slu5fM4L5gCK4hrIFrQ0eML6D4L2tde2Rp53nXHGSV7oSXss6UdPKuz7ZrAm5jNb3V6ohaGC5+h0W6PFlqeELreRw9gBl+7FlmZAVN+1usPqMHtokxtpkH/yxO0x6lNR63vdCn3D7NJzf7QHmesWgHaa0ybJl7X2QdP2NI7QBs0iN45174vZZoOtziO/DSbLkA4op+tNpV7Vahzrh3AiAF8XpoNGZrn+kDqL2gHTtprs7nbjX3B5RD/91/nRrYZZVDm9vl1tSG0W+Jp1/Nrn29iYBLtOE+198GnGSxrB4RiFhcArptdrH69qJ/nenjAWLvOuM3pUXc0+NycUGZtf9e82+fH+mDQ8Z2DDbr7tsvrx0cnlO9dNyvUZn+7pYQPKis0f+/z+PHWvjoAwPXzRqpfH5urnKNoM87aAUv4loVAaA26KFJqs5gxNZhtsDfsWSi0ukLnc5vBVoqhQW4o6FqiLmM1fj+1AQ2jpREn1HoGoUCZyISJtjRWu+WdUYE/8ZnWPjvGaWp5GHn2Q6VY3nMfVRjWiRCfVbFkBgido4oo1/xdr+3H/60uw0OrIrNggNA9f7LmtYtMmGh1PG55aQdmP7QW974RmbECaPqzmj7D2GDfNto5emztMcx84L2odcFE4Gqi5rUXqtl0xp/NXVXt+OOG8qgp/OI+Iq5JIBS8j3cnI5FFMndMlnpvEp/3eDMiNh1rRkBWAsLi+MR9Kd7gxpky4KDBmDFjUFJSgkAggHnz5mHMmDHqn6KiIpjN5tN5nJSAN/fVQZaVi3FPlBs7EMok0M7gA6HlCoPNNCjXRJAFSZLUtdPhRWx8/gD2BR/Q9312GgAlMqoNdMiyjDaD49QWhhtMqvrPVx9Bj9uHKYVpmDVK3+kv7KfTH40/IKudl/DlCQMZ8Bg5qqmsHE7NNBjkDL5fU6gyfAApdhEYbPaCaM9uNakz7EK8ux2IyudTi9JhMhkHTAa75EFsnVScYY+ojSH6rNGu920VbepM74fHQ2v6PL6AOqOuLwIZWkoQbW2utlOsHcSImR1t5wcAsgYQNOjs8+KK32zE+Y+s081WiXTz8HOeN4BtMXWzepoOiJjdLAlbOjOQQojaTrG2U2O0YwYwsECEdjcA7Wy+0WwREAqYxCoyqH2YiwF4XUcfOjwSzCYJszRBR0Cz7CFKIKKp2wXtrepEU7fm/yM70vrjNG4z/F51tFEbNIgM7GQ6rLBbTYa/K4Tfq8R5kWXZsC6IuK5q2/uirk0NP37xehs6XQjIStG+3JRQgHCkJtMg2mdI+zzpdvvUQWGNuoNPsu7+MUpT0yDaM0N73Wo/o0ZL7wBgXG7/g/FmzTV2rKFbfT1iEFgS9swY2U+mgfi8isNo6HKhO5hhoi1WqCUGO9GWEmjvZeE/d6C2A7KsFJjTBvTUtP8oA5P6DpdugK8NIBw3GOQBoc9pVZTBePhgTTuQFscxc1SmLgjTX+HT8M+Btl7ERydaIMvKpIb2sykCcdGCBuEzktoaBFvKW+HyBlCcYdfVsugvUFZWr09f1wZf99S0o8ftQ0G6TS0sCIQmMaKl6NdrrrGWHrfus9/Q6VLXsC/QtDm1UBmgRcteaNO8zdsr2iI+a8fEbLvm3I/pJwjTHBYgDB+QGz03x+SKIKHxZ1Ob9WMUADlmMMAXg+hox6l9lhoVixSfK22b4v5pFCzqdnnVrT1f311r2I8sEwE4TV9xQoygQbfLqy7x+NvWasOfMerPjs5W/t8oE8bt8+PJdcfR5fLhqfUnIr4P6Hf2EArUuj2Rr8vjC+Bbf92FX64pw+/WGbd51OC8i75YtBn8V7ZX456VB6IuQxbn7ZziUCayuO8ZBR79ARl3v34At7y0M2r/LLTcoUD92oh+tk/fdKwZJ5p6sO5IY9w1H4bCgIIGb775Jrxer/r/sf7QJ4+2Cm14mqFWS5SieCJoMJhUaJ8/oG5Fo70hAtEHzpWtvfD4AnAkmTF/bDYsJgn+gH5v7j6vX/3A6HdPUP7fF5AHXJ1flmV8FBz03Xf1NF3nT3ucg80KONncgz6vH44kc0QHME8dRA0yaNAY2sM5XLzLE+o6lFmaJLNJNzMOxL88QdxgJxtkRIgdFAY7wN92Urlmzw9ucaSVG2d1ftHB0kakASUltr/tDLXbIWkH+GJwaDVLYQEt5f8DcqhuiJYsy2rHCdB3hMVgPLwzrQ1ERPPWvjo0dLnQ2efFm8FZJyCUlhueXaL9XEYbRGk7CKKj1OvxYWdwnbbYMkrob4CvDDxDnSNt50sd5EYJbkQLvPn8Ad3DXNv5EoOT8WH3pIJ+iiHKsqx7mIuB6M5gMaNzitJ0AxOg/6Bj+Ne1nTWjGSjtcUarQRC+daJoU7uTjfa8S5KkFjGsi9Jm+LkTg5jOvtBWtdrtVfPTbLBbTQjI0Qe64QM2MeBQA0WZ+gF+YbodZpMEr1+OGtQKvx7Ee6juFBJ2vRdn2GGSlOUm0TKVtG3Wd7rUjqXR0jsAGNvPtou9Hp/u+eT0+NX3KFoGkLo0I8rgURzjhPxU9bMh0vSNBiVAKK36SH2XYfZheKDreGMoc0O89vA2+6uTEP4eH9W0eVTNNNC3KZ6f0Qa5p8KuL+29U7vtnJb2c2l0nwsfCGgzvzYHO/uierwwup+lBOHZLEc1A1Qxq33JpDzdM3NkPxkm4ZkG2qCBqEEh0rQFMeiLmmkQ9tq1wY21RxoRkJUgjNjCEAhd89Fm2zs8oX+/udutez3+gIy9wSVp2nMvCrQa3Y9lWdZdS25fIOK9OKw+3w0yDQyuJe1uNQCwO6zWCBA6Z9o+mLgfGz2LfP6Arq9jtDRDZERMzA+1mR8jeB8+8A0v1BkIyGowTnuc4loyGuQeCQs+/XtvXcTPiOeINmu4KEah34O1oWtxR2WbGsTUHqdRJnJ+jO2Pd1S2qc+iFz6uiMigDARkzY4ZkefI6DjLm3vw49cP4G9bq/HV57YbBr5En1YU/QSAfE0dpHCbjjfjH9ur8f6RRsx5aC3WBOuqaIkMam3wLbT9ceTnfVdVG256fjsWP7YR33xpJ+54eXfEz5wpAwoaXHfddWhvb1f/P9qfz33uc6f1YAHgqaeeQklJCex2OxYsWIDt27fH/PkVK1ZgypQpsNvtOPfcc7F69Wrd92VZxn333YeioiIkJydj8eLFOH78+Ol8CWdUeXOP7iEea69WcePL1Wy/BwCZyYPf3u1gXRfae71It1swM7jVj5AdZcAjbsoTC9Jg0QxktR1kMZBLspjgSAplt9itZnXGrMNpfJweXwBPrT+hbpVV1+lCe68XFpOkVtfVyhvAemwjopNxTnF61EBEvJkGkwyCBgMpNmdEdCjH5qZEHGe8a+bFw3pa2GAciH/7PRHomm8QNFADETGWPPj8gYhKxOJBEB40ADSvPcpxamchjGafC9Ltuo6a1WxCenAZhdFyj1PtfWqxQ0Dp0MmyDJfXr3ZSzwt77dpMg2gDfG2RNV2HMnh9hs9ii899n9cPZ5Sip1WaQmNigL/1ZCs8/gBGZiXrsoq0bUYLGnS5fLp/S9txEx2VyCUPymuP9hlq6nbrZp7EOfL4AmpHJTz4FiqGaDzA7+gNDZC1xym2nDK6fxT0s0Wi6MCJ1P6KFid8/gBONveo95DpmjorQGh2PFpBwIawgb+499d29MHjD8BiknQFBoHQMoBoMxzifRaDLdHpFwOhvDQb7NbQvViSJIzJjj04ER04cR7ErPCpKEVULWaTetxGM69ef0DNQDuvRDkXIlVVvFfa+hCA8rkUM0ZG72efx6+uZxfb2ooBs9rhDbvexbUaHrwRRCcz2RpK6xYznGqmQVibYgaqy+WL6HwDQHOP8m/lpdnUjAIxcFAzDfIjB+NWswSPL2A4kBDnJy/NBpOk/NviOhDHGR4wETOGLT1uw5ob4vdnjMyA2SSh2+VTPxvHG40zqkZmx17nK9oUtQ+ON/ao90Nx7Yff50SAq8/rR5crcoJBvB9iLby2toN4P88N+1yKQVm0cxQ+qNXViwj2yc4r0d/jxfKEhi6X4cyiOEdiiZ4280Asmwvve4mZ8arWXsOMnfB7gHZpxq7gcV4WFjAp6SftvzPsMaoNwqw+UI+atj6k2S2YNyb0+mPNDnf0hpbjiM/QQU2bHl9AzdrSPt9jBXa6+nxwa97jQ7WduvPY2OVCQ5cLkqTvgxVodrQJfz8bu93QfumFzRW6Nn3+0PNI+/kURamNBs7hg9SXt1XrnnWn2vvQ6/EjyWzSTVipfVmjzISwmgR//rASlZo4QpvTowYw9IPx6Flve6pDy4q9fhkrwwIRtR196g4Puh2cxPtp8MzUTig4PX5886UdEW32uH1IMpt0gQhRX8roPrdLs/x5V1U7rvjNRt0SJ6fbpy770fZpY2URhm9L/N2Xd+uuOafbp37+52iyE8U1b7REMjzg9N7hRl32UnlzD578oDzi906HAQUNAoEA8vPz1f+P9sfvP71bRbz66qtYvnw57r//fuzevRszZ87E0qVL0dQUGcEDgM2bN+NLX/oSvvnNb2LPnj1qcOPgwdC6nUcffRRPPvkknn76aWzbtg0pKSlYunQpXK5PdjGKgVobzDIQM5M7K9ujrtUWg7m8tLCgQRyV2kX0fMG4HHXvckGkvreFDe7FB2lyMOJstC+5GMRmOawRM9lZ/RznW/vq8Kt3j+LmF3eg1+NT136Nz0tVK6lrxTvAj9bhBwZWGC5ce5SbtpAT51KC8igdSiD+Ab5oc3KBUZv9Z25sOtaMJ94/ps7oNXW7cLLFCUkC5pUYZBqILSyjnCNZlvHlZ7fhnPvfxXuHQhHfIw2R0WMhVuaGX7PvN6CfBRLLKMI7aoCmnoPB+ykCLYXJMiRJeSC29Hiw9WQrnB4/CtJtmBF2LYk6I16/HFGoS6hoiZy5rmxx4mSzExaThIVhWQEpmuKf0a75al1mhRt9Hr9aIDB8pgzof0lKeFT9VLtSabqpK3TexfanQn8ZQCJIIIKI9Z198PoD+Li8Bb5gsbXCsMya/lKWw2fhT7X3YW9NB94I7tW8dFp+xO/E6lACoUyD2WOykGxVKidXtfXikXeU4m0XTciNyAYRadDR1lI2BI9fDGrE5/Hx4FaJ54zIiLgfi0yDaFkBYlZPrGMWPyc6m0bZT2M0gxMj4n4mrkExw2O0vagwMkYxxNYeD2RZyRQSszfimjfarjW8TaNAhLi+bBaTOigVg79oy0fEddXjNh48itddkG5T3zdRSCxapkGKzaJm+xm9dvFZzUu1qffyH762H3e/vl89R+H3eJNJUgfPRgOzhk6lzdHZDnXwIYqoiYFOeBZdqmb3CKOaDiIgNzIrWX2ND719GI1dLnX5QfjzTdSgaO/1wigjtznYwb50Uh7sVhNanR51tjGUaaB/7XarGRnBiRCjAY8IvF0yMS/4WpzqoD3a0i5HUujeafTMFOdNBJWOBo/R7fOrA97woEFuahJsFhNk2Xj2URz7ZZOVe8/+2k51AKkGDTQZAYASgDKbJLh9AcOZbHFPEgH6DzVZdWL2PTxA2t822l3Bt+P8cUqb+zTLPUQNq5svHKuruRFrdljcjzIdVlwySSny+IZmUHq4vgtev3Kf195HxH2uzemJWBMvBn/pdgsm5KfCF5B1W9aKQduMkZlq4U8g9Czy+uWIfme9pt7L+LwUdPR68YcNoYFdZasTHr+SWastxhxrmaA4zvNKspDpsKK2ow/rNQNK8Xkfn5+qu8/nDiB74Svnj1YHw6+cDPWHRR2jCfmpSLWFsunyYzwzw7Nj7nvjIFYFn5WAfsJKe5zq8juD4wzfVWBzeSv+veeU+nfRj5qQn6rulALEri1kVMhQ7OIi2pRl5bi04yJxXzJ67ZVhNR78AVlXy+NIfRcCsvKsyNf0Q2KNN4yWjOyqDrW57WQbXthcFfEzp8OAaxp8Ejz22GO49dZbcfPNN2PatGl4+umn4XA48Pzzzxv+/G9/+1ssW7YMP/zhDzF16lQ89NBDmDNnDn7/+98DUAYUTzzxBO655x5ce+21mDFjBv7yl7+grq4OK1euHPTxKVXe+7Czsg0//fcBfPfvu/Gtv+7Ey9uq8cT7x/DytmpUtTqxYmcNbvzzFvxtaxVe330K/9p1Cjsq2xAIyDHX49e09eoiqv2p7+zDL4Id0O8vnogshxU9bp9hcUFAuzxBHzQQhRGjZRq4vP6Ih5pIV15gMDsstkoMn3UVnTtRCMYoWCEGcjkp+mMEoHYEogUNxFowWVZmr40qamsNZO30m/vqcOmv1uMdzY1GnKPw2QggvkCESHUVW+cMRZuApuNrFDRQAzuDa1OdhcqLbDO3n2UUnb1efPtvu/DE+8fx2HvKIEd0/Mfmpqjn1+g4W6K0uauqXb1hi2rSPn9And0zyjSItTSjoqVHN+Nc39mndtREhHleSeSsc6zMDRGEGJ0qqw/N2o4+bApu8Xb55PyIWg7JSWYkB2d326Nk1mhTeqvalOyFD4OZC3PGZOk6P0Ksa6mz16vOzImZ16o2p7oe8vLJkQNnXfaCQXBDZBFNKUwLpYp3u7E1eM6mFqZHnPf8frYyFPeiGSMzYbMoafLlzT3q9mkXjs+NCG7k97M8Qcwci05oU7cbf9taBVkG5uYGDDMN8tNskCSlQ9lmcE8SnbXiDLtaef5PG8ux9nAjrGYJP1o2JeJ3+tsmUAx4LpigDJxrO/rw8YkWvB689m88b1TE76iV3/tJfxev8WSzE0fqu/Cjfx0AYBwcjRU0kGVZfZ8vHK90+k809eClzZXq+tfwnVeUr0Vf6ys607mpSWrdl8P1XXhlezXe2l+ne51asYrNNWueh2IWfevJVjy6pkxdkxp+70yxWdSZX6NrSXwtP82uHuev3zuG6576WJ31Ch+MA6EBj9HgUXwO8tJsuuDAP7bXqBkURoHhWG2KWbnCdLv6Gv/3n/tQ1tCldorH5UUepxhAGlV+F+9nXqoNs4P1g1YdqMeC/1un7gxktDRS3Gu6DG5z4rWPzHJgfjBY9MT7x+D1B2IGxWMtHRIBk9mjM5EW3KrueFM3ej2hbAuRSaMV694pvnZRcH/7fTUdONrQjerWXnj9MlJtloh+iCRJasaN4XkPtrl4aj4yHVY0d7vx+w9OoKnbhbpOZVY8/LNpMZvUWWej61MER7+8YDQAJQuivrMPLT1uVLf1QpIQUbulOJip1O3yRawL73H74A4o99rPzlCKUb6xpw69Hh+6XF5sDS49vCHsviQCWkYDfG2Q7IvzRsEkKYN60e96NrhV5CUT9UHsTIdVzR4Jf3aIwV9hhh3fvXw8AOCZTSfVgPwr25XdQpZM1T/jrGaTes2Gz2SL+/vILAd+uHQyAODPm06q77u27oL2+S76AB293ojXLo5zVJYDX5ynvGfa4MaxKMtYxbXZ4448R+L9LM5MxhvfvUg59l5JfV6Luk0iiCYUxgiKi+f6/VdPww3zRkGWgT9sCNUhULOK8/XHqRZjNro2g5+B5UsmqUtZ1mqWXkdbchqr/oB4jv6kdAq+Hty1RZtJKjImZoUF32L1F8Rz9OmvzFXb1O5AJIIb54RNWMUKFomxyrM3zcM3LxoLQJ8lod2R53SLHIEYePLJJwfc4P/8z//EfTCxeDwe7Nq1C3fffbf6NZPJhMWLF2PLli2Gv7NlyxYsX75c97WlS5eqAYGKigo0NDRg8eLF6vczMjKwYMECbNmyBTfeeKNhu263G2536MR2dSkXwawH18Jki+yYvHuoMeJrANQbZjymFKQiPdkKGcpanuQkM2aNzEC324fxeSlYc6gRm8tD7V8+KQe7K3Oxcl891hysx5xRkYMl8QHISjbD6/WqdSzSbcqNtrXHpX5NkGUZX3h6Gw7WdeFPX5mNRZOVG8vh4EU8tTAl4ncygp2qlm59e2KtdXF6ErxeLzKSlUFRm+bnmoM3oyyHNaLdzGSl3dbuyOME9NVxK5q71QdHYbrN8OezHMq/39Rl3F4gIOOu1/bB5Q3gt+uOY/EUpUOgpq7mJEe+9uB72ef1o6OnDykGQYBwtcGU8KIMu+FxZNqVNlt63PB4PPD5lJu90c9qiZTQkuzIdtNtykOszemBx+OJGGTJsozv/mMfTjT14PmvzcXIrGQEArI6UB2ZkWRw3sV15DY8tjf21qA3mKq+6VgzvF4vKpqVYxyVGfleAkCWI7h7QpRztOVEqFDhwdpOeL1eHG/qUWtnFKdFv46au/oivndMXX6RhqONPfD6ZdS19yA/1aZuDzprRHrE72UHA29NBm0eClbnHZEiw2e3o7HLjcrmbuysDGbrlGQavrbsFCtqO/xo6HCiKF0/sO7q84ZV6A6gvt2JTcGlOReMyzZsMzc1CZWtvahvd8I7Uv9AL29SPtN5qUkozLDjQG0XNh1tQm1HHywmCfPHRL5uqyTDbjXB5Q2gocMZsdRAfOZHZtrR7fKitsOFk01deGuvMsi9YHzkceYEP5fdbh/ae/oiAmk1wTZHZNjQ0m3HyZZe/HH9CZxsdiI/zYYfLZ0Y0WZu8DpqMDg/AHCqTRmATC1MQ7vTA6fHj9d2KbMcc3LlqJ+1bEcSWp0e1LU51c++UBfsXOSlJmFcTgoO1nbhnzuVNr+2cAymFDgi2i1OVzqoNW29hv+m6KxNzEtBlsOK9l4v/t+KfQCA+SVZ+PyswojfKwq2Wd3qNLy/i6Dp/BJlAFLb0Yfrn1aeuUkWEz43M7LNEZliyUV3xPeUwYXyOZ8zKg2OJDOcHj/uf/OQ+jMzDT5DxRniOHsivlffId5LG8blKP/2gdpO/Pj1A+rPTM536J5rXq8XeanK56ahM/K8NwTPT25qEsblKh3Pv22t1v3MmKzIZ0dhug3dLh9OtTkxJkuf0SKOMzfVikn5oc+C6KhaTJLh/bg4w4bD9UB1Sw+8Xn0gvrFLOec5KVbMHpkOSYKuwGZuahKy7CaD8650UmsMzntdu/IZyku1qll4DV0u3PCnLegMbm87IiPytecHM78aOiLfT1G9PNthxXcuHYt0u1k3OzYhP1V9doW3earDhU5P5DNN9FmyHRZcOjEHm441452DDfjRa/vg9PhhMUkoTo+8x+enJeFoI1Db7oTXm6n7Xn1n8FpKsWLOmExsPNaCm1/YgceuV3aKSLdb4LBGHktOinLvbOhwwuvV3ztFRsTskel4e58FXS4flj6xCT+7eioAZdmA0WvPTUnCyWYnGjojP+/i/SxOT8IPl0zET984jD9vKsfoLOW8TshLgc0UeW/KT0tCQ5cLde1OTCsMBT8CgVAwb/bIdEwpTENZQzf+sP4ELg4GIcfmpCDZrH/tNpOMZKsJfd4A6tqcuiyM+uB15Egy47oZBXh6wwmc6nDh2U3lmB8Mrhek25CfYtG1mWpV7i0eXwC1bT26LCHRZm5qEkZn2lA6vRBvH2jAK9urcMfl49WZ4m9fUmL42axu60NNaw8K00LPzND1bsOyqXl4MseBitZe/GNbJc4bk4V9pzphNUv4wuyiyGdHShJaejxo7OjFpLzQcZ4K9tsK0pOwaFIOphen42BdF1bvr8VXFoxWn3Ezwu51KValLpLXL6O+3akLoDZ0hu4fX5xbjD9vOolNx5tR3dKNogw7jgQnICbk6Z8ddpMMm8UEt0/pB2ifw03B+0d2sgU5DjOyHVa09XpxorELM5LM6pbIF47P0rWZaTepQfGmTqeaTQmEnkMFqUm44rKxeHVnDcoautHp7IMjyYLVwUDurFH6154d7PM3B/uy2n6nGIyPzLThp5+ZjK+9uAsHTnWqv38oGDSaXKAfc4j+QkOnK6LNylbluT4iw4bJ+Sl4cXMlTjSGnlliSU74ORLH2e3yocvpQrJmqbQIQBemhe7xh+u0x9kBAJgUdpxZwTZbe9xwuT26JcMiy6IgzYqZI9KCx9au/v4BTfbO6TagoMHjjz8+oMYkSTptQYOWlhb4/X4UFBTovl5QUICysjLD32loaDD8+YaGBvX74mvRfsbII488ggceeKDfY861yejyAjYz4LAAjX1hheFsMqwmoCHs6wNRZrAdzkcnIreJAYArigPY/dEHyO6TACgP6vTOcozTxA1cPqC9V7kcDm//ECc1V0btyWMAzDheVYfVq0/p2q51AgfrlB/+31d244G5frj9QF2n8rWa/VvRErYzTG2TchxHK2uxenWokMuJejMACVWHd2N1DdBebwJgwu5Dx7DaqZzjj+uU33V1NkfUp3B1Kj+/eedeWGr36L7X6gJq2kMvauOuw+jxAoAJnfWVWL26IuJ9q3UCgAW1rd0R/xYAlHVIcHmVD3pZQzfeens1AgBaeoLv446PUBU5mYskkxmegIR/rXoPufbI74fbUK+85oCzzfA4lMxJC7x+Ga+9+Q6CiRxYu3at+jMnuoCqbgkXF8pIMiudyiN1yvtdf3QPVp/Sv19Kn15p8/W33kFy2J2ixQWsPaJ88Zf/3IjPjAqgzQ14fBaYJRn7tmzAwbDLuturtNne68Vbq1bDHPb9NSeV8wcAx5u68cbbq7HhlPK1QFeT4WuvalXemxOnGg2/v+5YqM2a9j6sfGs1DrYrv5Of5MOaNe9E/E5bnfI7e46cwGr3MX17tcrv2j2dSLNI6PBIeP2dD5BkArpdFiSZZFTs/QjV+/Rt9rQqbW7bexCZLQd039tboZyHYgdQ09QOwIT3t+5BWb0JgITm45HnBwCS/Mrvrd64BfU5+kh/VQ8AWJBulWGSlGJU/1y9Dh8dU35HaizD6tWR901fj3KcG7fvAWr0be5pUV57quRGktsFwITnN5QBkDDCEcCG99+LaA8AHCYzXJDw1toNGBuWyf5RlfLveToakRwAABNWfrAVGyqV157VdQKrV0dWSrabzXD5Jax4+z0UhE1Kbw5eR87mWth8Sptv7FM6krPS+7B/y3qE75Qu3q/qpk7D60gcp7u9AVlWCc5gcS+zJGNiuqz7rOmOUw6eow8+QkVWWIXvauV7deWH4e8DAOVekmqRMdFj/Lp7fcpxtvR48O+3VsMWtqrqZPAeWnl4L7LMJrRDUme8rshoxjvvRF7vNV1Km8fqIu8vTi/g9Suf8+O7PkKOzYxWt6TOwN15jgdHtm/EkbA264KfsWM1kffpxj7l30s2y/jwg7UocZhw2BMKqMzJCaD1yFaEX54twefGvuM1WL1an4q5uTF4j+ztQNmODxHetSlMlnEg7J60du1aNAXvrQeOVWK1dFL3Ox8H2/Q724H61og2AeDj9ZHn3exWrpX3PtyOzqP6c74teB05W+vRUVaLbJsZbe7QQWUnBbDuvTURbXo6lN/7cPdhZLXqt0Urq1S+V3viCCo6ZXx7ioTDHRI21ivvaaHVZXjee1uU39u6/yhG9ejP4N7jyvfa6yowIV1WX7sIGCSbZWzd8D6k8Ht8U/A+t78MxV36B//h4OeyvuIotvaWYRaA83JN2NGiHKetr9Xws2cN3uc6PVLE56ymRfnesX07kG8HMpPMyj15T536fq591+D9DPYVPty5H44G/c26PPhcrCrbh0kSsBFmNHW78aNXdgCQkGH2Gj+Hxb1z2x7I1frzXtkQbPPIPiwpBP5VqXxwH1tzGICEJHeHYZve7uBx7tgLs+YZEJCBxi6lzUM7NyMzCcHPph8Pv7kfgIRs2bjfIvcqba7bsgueitBxdnmUz7oEGTs/+gCzHBLKYMar26tQV10JwIQcGLeZYjajzyvhjbUbMEHTrzzRCQAWpJh8WLf2XVyWK+FvHWa8+OFx1JQHAJiRbeozbDPNbEarT8LKdzdgvKbND4N9QHdnC1avXo18t/L3dfurIbVWQpbNGOGQcXL3hzgZ1maST3nP3t20Fc2HQ699U/C57ulqxnvvrsHMVAkVrWb86+Mj2HtABmDGlHQ/tm1aF/l+uoLv5+Yd6D4eanNLhfL13pY6vPPOKYwySTgIM97eehjeUwfx7mHlM1XYexKrV+uPNNVsRrtfwhvvrkeJ5pm5L9ifaa4pxyHfCYxNM6OiW8IfXl+PhQUydpYrr6+rugyrV+s/0w6TGW5IeHvtBl2b5bXBZ8aR/VjdsA9ZZjPaIOGN9duwK0VGfacFFklGW9l2rA4r95ZqMaPbK+Ff76zDSE3yTVWj0mb5wZ3wVCg/1+MD/rryPSRbgP21ynVmbzyE1atDwWJtX3bFm+8gVdN/FuOD6iN74LIrP1fT3od/v7UaJgnYFOzb9Nbo2/QG23T7Arr+MQCUi8/loV3Bf8uCylYn3nx7NWQAG48q3/fVH9G9n7Ic6sevePtdtR/v8QOtzlD/v9WttLmvuhWrVq2GJAFbjiht9tWfwGrNG+qXAQlmBGQJK958B8FYPtz+0Njs0PYP4Qm+nrKGLrz+1mpYJeBw3ZnbvXBAQYOKisgB1X+yu+++W5fB0NXVhVGjRuH/rpuG8yaOwIisZNgskSs/lKqvHqQkmSNmmNucHrx3uAlefwDHm3rQ1edDQJZhNkmQAeyobMdTX5qJUdkO/Gt3Lf6+rQbdbh+KM+w42tiDZKsJs0dlorzZCW8ggIvG5+LrF4zWpcgvDcj41y/Wo7PPh2MYgTtKZ6rfO1zfBezYiiyHFf91zZUAlGjy2rVrcdF5s/D38gOQkjNQWrpQd9zPf1wJ7FcGVj0+Cbaxc5GXbAF27sLIrGR8/pqLI94H25Em/KN8LywpmSgtPR+Akpb8/S3vAwC++NnFyElJQvXGk/ig/gSyCkeitHQ6AODgu8eAqkpMn1iC0lJ9+u4W32HsbTuF4rETUbpogu57v19fDiC0nsyaWQipzwu0tOPyBbNQOqMo4jhbetx4dP9GOP0Srly6TLf2yusP4LEnNwMIpd/OvehypUDPto+QbDXhC9d8JmKGHgB+XfYhatr7cM7chYZpzeH2rzkKVFZh5qTI1yw8uP8DdPb5MGvhJSjJsmHt2rVYsmQJrFYrul0+/OTXG+F0+zF5ykTcdvFYtPa40bt1IyQJuOm6pbpCZsL9e9eh1+PHvAsvi1jDue5IE7BnLwCg1ZKD0tLz8HF5K7B7F8bkpODqqy6KaM8fkHHvrrWQZeD8S66IqJ3xl2e2A+gAAMiQMHPhpVi/rhyobcCFs6eg9MKSiDbzKtvxwrEdCFhTUFoa+W8+cewjaM/Ruedfiop99cDxk5g/eSRKS8+J+J2WrdV4t7YMablFKNV8RgDg45WHgOpaXHDuBOBkG3ZXd2DsOXPQ1usF9h/BvLE5uPqqeRFtlq09ji1NFcgZMVZ3Dt1eP+7cqnRECpJlzJs6Djs/rEK7NR+eQCuSLCZ89bplEevQAWBtz35UHGhA4bipEe/Nm/vqgQMHMHmEMiu5o7IdKJiCvoMnkGQx4dYvLNOt+xN2ymXY21qN/NETULpkou57NZsqgOPHMXNcMUZlJ2PX+pNqwHPJrLEoXTopoj0AeL5mG9pOdWLSufOwJGzt/7oVB4C6epw/czLKm504sbsOZd5seAOdKMqw49YvXGz4GfrdiY9xotmJSbMW4MKw2gyvvrgTaGzDovnn4nB9N45oZoe/c80FEWmBgDKL+tiBTej2mbBs2ZURy0HW/nM/UNeAC2ZNwZgOF/4abHN+STZs5mb1sxbu9ZbdqD3egtFTZqB07gjd9x49sgmAC6WXLkRbrwer/r4XAHDLpRPxX5eNM3wvAeD/DnyAbpcP0xdcotvjWpZl/HjnOgABXHvlJWj+qBIndyqzWQvHZeMbX4i8LsVrf/LQJnR6Tbhy6RLdtXaiqQfYuRlpdguu/eyV2BU4jH/sUALHT//3LFwRlq4rjKnrwp/LtsJtsqG09DLd97acbAX27kJxdipKSy9E0fQO3PLX3fjM9EI8dM1Uw/MNAKnHW/CP8t2APR2lpRfovle+vhw4WY7p40fhms+eg668avx2XTmWL5mAUVkOzB6VoT5zxXNtyZIlkI624vXK/bCkZaO0dL5hm+eMH41brpmKDzp3YGdVB5ZMzcf6o834n0XjUXpp5Hn60H0IZbtrkV8yGaVh53HDv5Tr/bzpk3H1JWNx7kIn3trfgOc+qoTT48fiGaNQWjot8hx9XIlNa47Bnl2M0tIZuu89eeJjAE4svmg+Lhifg1Io10Lp7zbjRLMT3146G0vPKYhos3VrNd6rLUNKTiFKS2fpvvf353YALe24dP4sXD2jCFdcphTaWhPMmpw6IgtXXTU/os36jyvxQf0xpOVFHuefKrcAHd1YdME8XB7MSDQfasSOV5RB+2fOn47SeSMj2nynax8qDjWiywPd5ywQkPG/294HIOO6ZYtQmG7HNVcFMO//1qvFVWeU5KO0dHZEm8fWncC2DSeRUTgm4v3+ye51APy4ZvElGJeXgpQNJ/HEuhOo7VWuyxnjiiJeGwBs9x/Bvu01KBgzEaWL9f2Pe/d8AMCH0isuxsT8VEzfVo0H3i5Dl1dp84JzJ6D0igkRbe6Sy7CntRp5o8aj9MrQ/bXV6YF/6wYAwBevUe7l5ckn8Lv1J9EaDEKVnn8OSudHLkfa7j+CA9trkDd6AkoXh+7x+091Aru2IT/djquvuhSflWWs/9UmNHa7saXFAsCPZQumofT80RFt/q1+B1oq2zFu2mxdX2rlnlPA4cMYk5+J0tIFuMzjwys/X482N9BkKQDQgoumjzN8dvy1bjtaqzowNqzNA8E+4MzJY1H6mck4r9uN5x/diAaXBGfaKAB1WDJzjGFf6X3nfpzYH3xmXlQSep9XlQHV1ZgzZTxKr5yIiU09WPm7zahwWpCWlQGgHZ+/cBpKF0S+9g96D+DovnqMGD8FpcHUcQBY9Y+9QEMTLpytvGdpJ1rwzku70SqnojenGMAJLByXjVuvj7wvP1ezFe2nujAx7Jn517rtQGsHLps/G6XnFmK/6Sie+7gKSfljMeW8UWjc8jHMJgnfuO4K3e5iAPDnqi1or+vGlFnnqRnBAPDwgQ0APPjMogsxrSgdH7kPoHx3PVKLxkFOsQH7jmHBuFxcd/XciOP8U+UWHK7vxsQZ56mfaa8/gB9sVfryn/+M0s/7W/127KzqQNHk2cEg9nEsHJeDG6+LfO0PH1iP9l4vZi64WF3C5dd81v9r2SIUZdjxy0NKn3faeRejuq0P7m17UZhuw+3XL4l4fv882OYMTZvdLh+cWz4AAHzpmiuRkmTGrw+tR5fLh8nzLsbBui64/IdQEKXNx459iOq2PkybuxDzgv348mYnsP1jpNjM+MI1S+D2BfD4wXVw+iScd8kVsJol1G/fCEDGV666VFcEEgD+7+AGtPR4cO78i9R+yvHGHmD7ZqTbLfh8cGz29IlNqOt0YcT085Fqs8C/bStSw2cQTpMBBQ2iEevvoz3kh1Jubi7MZjMaG/Wp/o2NjSgsLDT8ncLCwpg/L/7b2NiIoqIi3c/MmjUr6rHYbDbYbJFr6q+ZPQrp6ZEdUq0R2UmGXy/ItOKrF4w1/F647y6ahO8uMu6gx2IF8MvPz8S3/7YLH5W3QjKZ1Q7ijqrgcoKi9IjO76gcpWNa1+mK+N6eGn3l1b2nutQteCYVpBl2pPMylA9Ke59X/X5dl5LKZbeaUJDhgCRJyE4TRaX86s91BGc68tOTI9oW6VFdLn/E9z4KLtVYdk4h1hxqwKkOFzqC64zH5hkfZ36GBSZJiep3e2Tka1LANxxvRFVbL3JSkuCXZXT0etHS64NbCWuiODMZSUnG5zovzYaa9j50GBwnALy26xT+sqUSD107HTNHZaIluGa9OMth+POAsu62s8+na9NqtcJqteKjw81wupVO1L5TXbBarajuUNL+R2QmI81hnO6Qk5qE3rY+dLoDEf9ueWtojWVZfTfMZgtqOpQ05rG5qYbHaUUoXbvTHUBxduhnwrcdBICmHh9OBdeSl0RpszC4zrnV6Yn4vsvrVwtXiVTtxh4vTgbX5E4uyjBssyC4Bq65J7JNsV3ThIJ0VLT1AdUdaOrxqsUv54/NMWwzN11ps6PPp/t+eWsfArJSATvd6oMl+Fn7WBQfyktFsj3yXgMAI4Prahu6Io+zul1538bnpcLrl7Gjsh3rypQ0w0kFqXBEabMw+Npbnd6INsW5GJObGlE5/fxxuVGvTREcMrreReG+Udmp8AXXvu6tUd7LK6bmR/0MFWUm40SzEy1OX0SbNcFUvnH56XD5QjM/E/NTMXN0tuHzqijTDElSOiddHhl5afp/VxznyOwUXDq5AH/fVo2ADCyZVgC0NauftXBiB4W2Xv37GdBsJTsiJxWzS2y4fm4L/LKM2y4dD6s1+qO5KMOOblcPWnt9mKZpU9kCMRA8zjRcP280VuyqhQzgf6+cHPX8jMiyqKnALb1+jMoOXRvtLuW+kZdmg9VqxfcXT0ZDlxujsx1Yem5x1Gd/cfDabHN6YDJbdKmWrUq6BAoz7LBarZg/Pg/7f7Y06usVxGe9xeDabAvW2ynMUJ4LN180Hl+7YFxER0/LarWiMFM5TqPPumizIN2OpKQkvHb7hZBlGZKk7DqQZDAxAIS2zjJqU7z2guBxTizMxPLCTFw7eyRW7a/HlxeMNjxPo8UzuCvyGSwK7xVlpei+96/bL8Spjl5MK4rc/hYA8oOf9fbeyM+Qem0G25w2Igs/+sxUNWhw8cQ8w+MsUu/HkedIHGex5jiXTC/C/JIadPR5UDpjhPE9PnicnR5J9zlr6XHDF1CKxxZmpsBqNsFqVfZTFzsSTDboz8Q6zh63T31WjsxJhdVqwa2XjMfTm07CFfxsjcszfhaJ50b4Z93tC+3SIF77NbNG4uerj8IXXAs+sdD4OAvU+7H+HLX1iiUpSeq9fNm5xfjd+tCM9dwS42dRcTDVv6VHf5zNTuUYizJCfavzx+fgjb116nKiWaOzY5yjdrSGXUstTv31nmG14tyRGdhT3YGNwSKL00YYP4eLMx1AVUfEPb49+BnKS1fuH8XZVozKTkZNW5+aYTIlyrO9MMo5EjWRijKV45xanIlMhxUdvV4l4A5g1hjj91Osbw//HDWHXe/njlQC+FVtvdgcXJq8bHqR8XlPTwbQhda+KG1mK21OKFDGG9XtfVh1UPlsXjopDwWZkTU3clLtALrRqXkO+wOyWmNK3D8m5KcBqEdlmwtVJ5TXvnR6ofHnKCMZh+u7dee92dkHWVaWWhVmpsBkklCSm4qdVR1o6PZgdfA4r55l/HkvSLejvdeL1r7QcbZ2uuALKJOoI7JTYTZJKMlJwb5TnTjV6cGaw8qyy6tmFMNmi+wzFGYko73Xi+ZeH6YH26xvVvpyOSlJyEpVrosJ+anYXd2BsqZePPa+kun3tQtKDNssSLejuq1P99obupX3clSWA0lJSUhKUuq8lDc7cby5F3uqO+D1yzinOB0TCiJrAeWn2dHS40Gb5rw39gT7/5mhz+XUonTUdbpwrKkXa4IFvmeOyozI+Dsd4iqE+Nxzz2H69Omw2+2w2+2YPn06nn322aE+Np2kpCTMnTsX69aF0oMCgQDWrVuHhQsXGv7OwoULdT8PKCmJ4ufHjh2LwsJC3c90dXVh27ZtUdsc7pZMK0CWQ5l91u5F+16woMiSaZEzEqL4V2efV7eVkizL6jruLwZnCA7Vdanrb4yKWQHGW9qJAi8F6Xa1g5MWLNTWpalCLdZph0dRAe3uCfo1Z15/QB3U/dccZbavvLlHLYxiVCALUCpxi50ewveYFrtDLJteqM721Xe61IIlxVFeO9B/4cIH3jyE/ac6ccc/lL1YRbGmgnTjwX1/bX6sqYAsClRVR6kCrSVeu9FWjtp9prvdPjR2u9StasK3DNPKjbKLQF2nC90un1LVf1yoiNspUfk8yjkSgaIetw8uTYFCQCnYFpCVNaiiAv+p9l615kT4/t2CKI4WXq3X5w+o+w+fU5yubpXX0OlS1yRHyxwJFVfUv5flTcH6F7kpkCRgZNgaaKNZcUGsG68Pq+wPhOpqjM1NUQtsic/A1MLobYoiWUb71otrZnS2Q3eOJSmy8reWOOdG16YovFWcaY+od3DF1Mh7kRAqZKZ/7V5/QC1aODrbgTma83HTwjFRB7kWs0k9TqPiRmrRwsxkTC1Kx4s3z8cTN8zClw1m8rSi7crQ6vTA61cGPPlpNljNJvzq+pl47Iuz4EiKHcuPVg1aHHdGshXJSWbMK8nG29+7GG9890LDnUcEk0lS79Xh1fnFQE+8N4UZdrxw83w8cO30mJMFOSk2NeAafv9Q7/VpA1ibpSGuzTanfktNAGgJdtZyNdlLsQIGQn6M+6ZoU5sRJV5ztIABEBqYGBXZE7u85IZlWY3PS8X/XDFRty5YSxTEC78nuX1+9ZmcH9ZmhsOKc4ozop6n0C4x+tcuy3KoEKJme86xuSn45efPxQ3zRuEbFxpPcORF+axrByfa99NmMeOf316I9+68VN1GNpzYEz28EKKoSZTtSNJlTc0cFeqMi4KLEceZZnyfE+cszWZRM1NSbBYs1tyLjAorAtELJ4v3wmqW1KKuOak2zNYUFJwzOvZxhrcptmXTVl8Pv69PNtjVBAhdJ5GF+0L3YuH8caEsLotJivo8KkgzvneK+6Z2m9fwrZONdoTSHmf4OVILdmuKYYc/f4yKOyttiuJ9Ue5JwfdTkiRML9YP6ib2e971fZpGtd+mfD8vzYaclCS1EDcQvb9gVBBQW0BWfF8UTa1q7VWDMJ+ZbjyJalTgudWpbAtpkkJFpUWB03cONeJwfReSzCZcM7PY+DgNCgKK60q79bQYQ7x/RGnTbJKw9Bzj4zRqUzyXCtPtagB6tGarz03BYo3RXrvoq2m3FK0x6FuKwox/3HACTd1uFGXYcctFxll/RgWZxXFqxz6iMOPb++vx+2Ch329eZHz/LFL7lKE2RR9J2+aEYCHIB98+jO0VbUiymPCdS6JnJw6lQQcN7rvvPnz/+9/H1VdfjRUrVmDFihW4+uqrceedd+K+++47HceoWr58OZ555hm89NJLOHLkCG6//XY4nU7cfPPNAICbbrpJVyjx+9//PtasWYPf/OY3KCsrw89+9jPs3LkTd9xxBwDlxvCDH/wADz/8MN58800cOHAAN910E4qLi3Hddded1tdytphNEi4KVkEVhQGbul3qjgpXTInsqKfYLOoNR7vfaE2bUlXXapZwzUxlMF7b0Rdz2ywg1FlxevzqQE9Uv9Z2JMXe9l19oQJB4oaUZ9C5irY15NGGbnh8AaTbLWr1Yo8vAFlWCvTkROmsANEH46Ki7Pyx2aHqrJ0udcASLWACaAZRBlszNXa50B1cL1zT1odej0+9ecYKGhgNzAIBGc9+eBKv7gzVjahu64Usy6EbpsE2ZEKsXQS0QQNAeWgNJGgQ2spR/36KQi6TCtLU3z/e2K12NKMFDdLtFrW6dnibx5tC1YlHajrdoqBOtDbFzzZ2u3TVi080KzsnpNosGJeXqp73ky1OdUBttBuD9nWHX0dH1G2ClNccft3EChoUqdXPIwcn2qDByLBzHO0YgdjBpxrN+6atnD42N0W3XVa4UOdPf5z+gKx20oszk3XVwx1JZjV4ZKQoynZxdR3KbhY2iwn5aTbMGJmJe66aiv9dMglfmh+ZWqoVbe9lnz+0l72oOH/JpDxcN3tEvwPT/DTjNsVnOifFZrhMJJbCKJWbxXup3U5yWnE6ZhhsARr9OMM66JpK5YNhNknqADiygx454BmI7JQkSMFARPg9SVuZfzDE9d7r8UdsXdocZTeh/kS7NoHQPWqwxykG7809+oCJGKhoB6QDpQZww97Lrj6fOqse/sy54bzR+OUXZkT9vEerAN7e64E/mBVgFPCPRfQJOsMeQ+o5DwuWfOX8MXAkmTEyKxmXTMqDkWj3OfUzlKF/3Z+fo0yKWM1SRBX5/tqs17SpDeDcerHSyR+XlxK1rxQtCNOsDnL1QTKxDOX8cdlR7yvqVrBdxq9dPFeUdkL34DE5DsNljLo2o7z2Ys37ef7YUJtWsxSxJaaQG+X9FEGuXE02WPguXZPyjQMR0c6R0T1J++wdmZUctWh1tL6XeC+015I2kONIMhtuVwtotqfWfDa73aHPpRiwluQqz/aKFqe6zabo44YTn7t2TZvimLNTbOpgfELY+fjszCK1bx1OXH+6oIFBoEj0M/cEJyqvnFYQ9T4gAlBNBkGDEZrPSUlwwuudg/Xo6PUi1WaJ2OVAEJN42l1IjLa4nRgcjJc3K/2nz84oihogzk+PvNeJIojaz7Pob7226xT8ARnnlWThc7P1SxWFAjVoEDpO9f3UBPPCr5t7r5qKacXG19JQG/TyhD/+8Y945pln8KUvfUn92jXXXIMZM2bge9/7Hh588MEhPUCtG264Ac3NzbjvvvvQ0NCAWbNmYc2aNWohw+rqaphMoRN8wQUX4OWXX8Y999yDn/zkJ5g4cSJWrlyJ6dOnqz9z1113wel04rbbbkNHRwcuuugirFmzBnb74Do0w4m4KYgL/M29dfAFZMwenYnRUWaex+Q40Or0oKLFqW7js6dGCTScU5yhdvibul1quyOiPAjT7RZYTBJ8AWVv26KMZDXSm6d5CKYHO0HdbmWKQZblmAPTaFtDin2BZ47KhCPJgtxUm9p5G53tiDljVpBuw5F6/Qzcu4ca1L2gL5uUr26ZV9fhUrepGUimgdFWjjsq9TtqHG3oDm0HFKOTbRRBX32wAQ+vUhKWHElm9Hr8cHmVLe1q+hk4A9qZKH1vrdvlVQfkosJydWsvKsR2iwZbhgk5UWZjxH7QM0dlqDPoYqvEjGSr4faAgBL4y0lNQn2nC609Ht0AWWzXOLEgVR2MH6zrUte7Rgvs5KQkIdlqRp/Xj7oOl5qKvz+YNj99RDrMJkl9KG461gxZVn4v2gAj9NByqSnOQOh8zxmVCTRVoyjDrs7QAsA5BtvZRbapn32UZTm0g0deSkRWx7QYgYhonX6fZgZ/VHYy0u1WXDOzGG/uq8O3LxkftT1ASSMFImfbG7qUlEOLSUJ+ml0N/gDABeNzonZQgeizuaIjMDrboQ7ob7l4YBH4gjQ7DqJLF+UHlHPmD8hIspgiBij9yYuyn3NocDK49pTfCXYswoMGIriYMfhnV7TOtAiGRbuXx2wz1YbmbndEm00GA56BsJhN6vKm5m637lyos4+DPD8pNov6WW/tcet24oi3zWh7zAc0s+2DDUSILDpZVjL+xL25SRNEH+wyUdFGR68XPn9AXaoorqNMhzXmZ9CIOCedfcp2cWLnhWhZAQMh3s9Oj/71NUUJPo3JScG6/70USWZT1A6/djCuvR8bZVgAwOVT8vHEDbOQm2qLmhGRqwbEw7Logvdn7WAcAK48pxDvfP/iYDDM+NxFzTQQn/WwbJ2flk7D7NFZuGFe9AyoaPePOoPBXkmOAyOzknGqvS9m0DXfYPCo/Te0bS4cn6P2G75x4dio11helL6CeJ5pt92+dFJo3b8jyRw1qGUUHJXl0ABfe0/SPieNts9Wj9PgHLU4laUzJkkfIJxSmI7NwaWHs0ZlGtYqAkLXkjYbV1zvaXaLWq2/IM2u7ooAKM/78OtMMOrPqdtXau5xIzLtsJlluP3KNWm0lbJQaPBsF9e79jkUHhS7Y1Fk/Q7BKDuvzmAGX2Qm7j+l9MvOH5cT9f006itpMyeF8CyixTGyHUN97tA1L9rU9kOnFukH83cumRT1816UHhlwFv0u7XnVBi7z0my44bzR6O4MbcF4Og0608Dr9WLevMjiFXPnzjXcMmao3XHHHaiqqoLb7ca2bduwYMEC9XsbNmzAiy++qPv566+/HkePHoXb7cbBgwdRWlqq+74kSXjwwQfR0NAAl8uF999/H5MmDb5ewHCi7v0bjGZtCd7ESqcXRf0dkbZzXLPuXETjphalqR8glzegzkJHG5RJkqQ+eMUDYCCZBs3dbjg9fpgkRKQyA9DMbOkfXGKwN2OkcuPXzmjGGjQDociwCAz4/AHc94ZSvfrCCTnIcFg1D+E+9T0titFxj5auHQjIeGaTvorurqp29AWzMWJlGohoqQiqAMDbBxrU///7LQvU81Hd1otTbbGzQYDomQZ7qjsQkJX3cV5w26SKVqeavSCi30ZEFFk72DtU14mXg/sgX3lOoXrDFQ+DWMcIRE8LFfvhTi5IU9sU2TV5abaonRVJktRrpFqTWbNXE3wCQg8isS41WpolEPos9Lh9ajqxxxeIWNYQ3qGOlRUg0khbnR7d0ozK1l70uH1IMpswKtsRcY3HWp4gOlWtYTOa9Z3KwNlqltTP+uM3zMLWu6/AF8+LnaIfbRb7RPBeUpKbos5Mf/2CEqTbLfj2pbEDEWKwHd7xrRrAspuoxxllsCeCYWOyHbq1+QMhOqERM5picJIex2BcPUfG6bCFgxyMa9sMv3eWNyvnaFyM7KFo8qNkbgwkc6q/44yWAj7YGXwgNGM5VG2Ke39r2B7zHX1e9TMlMo8Gymo2IS34PNRm0jUZdPoHKsuRpO5+0KZpM3RtDv78ZCRbNZlfmsFJlKyAgRCfoa6wTAPx2sOXZQBKBzvaUg8g9Mxw+wK6DJNY1+Z1s0dEncUF9IE3WdbfOwH9bLswtSh9QMsOW50e3f04tDxB/xpH5zjw7UvHRw1sAJrMjT6v7rlRbxDckCQJz33tPDz6hRm4OcqSFMA4VRswXp5gt5rx6rcW4oWbz8Ndy6ZEbdMo00CW5VDQQPMZKsywY05wucdnDYpaC3kGs9itTg88vgAkSX99LtBkREyPETQw6n80doaylLQDWe0McbQlKUAoIKJdOiQGj9rPpcmkz9S4cHz069OoP2d0/5AkCVmay+eiCdHbNFoqZ3S9a5eLTClMwznF0d/PAoOgVp267FebCaJvI7zIspb4vVqDoIG2fzR3TBbsVpPu79GIPoh2yUNVa+SkpnaJVLrdoruuwo0M9jurNP3OeoMxRU6qDd+5bDxGZCbjd1+aHXO53FAb9L/01a9+FX/84x8jvv7nP/8ZX/7yl4fkoOj0Uj9AwYyAsuAgf5ZmjV04kbZzvDGUli5mM0tyUpCcZEZacJZGPIRjzU5lhy0lMJp9ErPL3S4vZFnGyeC/NzLLYfghEYGExi63+jDscfuw9kgjgNCHV5uSX9LP4ELcmA4FgwYnmnvUCOifvqoEz7TpqEYR0XBGDy4AeHjVEewLDpTF74vZ9nRNdNmImA0X71GHG9h4TJm9f+f7F2P26Cx1IFzT3ttvij4QeiiHBw1e2aEM8BeMzVEHzjsr2+D1K7OxxVEi3UDomjilWZv70uZKyLJSpPKySXkR101/QQNxnNpBlM8fGpCfOzJTbVNE5GOdH0CZrQJCDwEA2C+CBsF07/CBabQ1pIDSURLnXbz2I/VdcPsCyHRYMU4TaLksGNk/f1y2buYznLaDrp09ELULzhmRDpvFrOtk5KQkxVxKkJNqvBZd3CPGBgf4gJKCHj4jZySUDqu/3kXQQLtW9GfXnIP9P1sacw0+EBpsh2ca1KizB4Mf5EZL+x/Ispto8tW0XZduICHuE/FkGmSnRF7vgHaWdPCBCNHpDw9unGwWGSvGKcSx2zQOmIgOUazAajRGAddej08t1BbPoDTUZuj97HJ51TbDB2b9yXRY1eeTdhAlBhWZDuugZ9sB4/Rio4HeQJlNkprBoL3Hh9ZiD/78SJJk+HxTMyLiOD/i2uz1S7pBrtEs6UBp+yvaa0l00OMJmIjryOMPqIUPAc056ueZY0Scc38wK1MQ2VCDXeIDAOnJFnVgpL0+66MszZhcmIYvzhsVM2BqlKbe5/GHinSGtZmRbMXlk/NjtplrsJSxocsFjz8As0mKOO+/vXE2Hvmvc3H/1ZE7IgniWupyhWogiWd8cUaymhkDKO/DT0unYkyOA185f0z040wLfYZEYCda8On8cTkQL/nSycbLXABNn0bzuTSaGQf0WRAXxwhqGWUaqKnvYcc5J1fpJ105rSB2AErzfItoU3NPyk21qfXSvn+FflemiDaNlieoddL0M/iXBpcffXHeSHUJkRHR36vTpP2ryxM072ea3YpnbzoPBek2/PgzU6JmLgChcURNey9WH6jHxydaUBUssq0dV2SlJOHK4Gv/0vzRMa95MfF0tKEbfcHnT73B+wkAdy2bgo9/vEi3hOhMiGv3hOeeew7vvfcezj//fADAtm3bUF1djZtuukm3FeFjjz02NEdJQ2pk8INX29GHHrdPjb6Fr2XS0l7MQkWL0ukXA9a8dBu6m5WHpd1qijlDkx0W9Qx1okM3L1EIMSAr9Q8qNeu0jWQ5rEizWdDt9uFUey8m5Kdh3ZFGtDk9GJPjwGXBm/SkgtDr1Ka1GZkeTFEra+iCzx9QlyXMG5OlDujEh7m+w6XOIsdaniCK15xscaqpkZ29Xry8Xdl7/JqZxZgxMgMPrzqizoz314ETa8yrWp3wB2TsbFGWf8wbk6XOVo/KcmAr2lDR0qsOMEbGOE61EKLmIXOwthOrDzRAkpQ1mWUNSjBFVBgeo0kLNxJecE2WZaw5qGREfP3CEkiSFBEkCF+THy7HoFjlurImtDk9yHJYce6IDF0xTaD/DBPxIBEPFpfXj7J65doXGSuZjiRkJFvVcx4raKC8jmRlaUhbL6aPyFAH9+eO0Bcre/DaczA+LwU3nBd7Db4kSchNTUJdpwvN3W71vT0aPCfivJtMEn64dDJ+9e5R3GywbaWWmPFv7najqdutdkpFzYmBrI8Ppx08BgKyen2cCC5xiVZgKpbw2VzR2RMdwNHZg++gR8teEMVDo913YhGzO16/jK4+nxqwEVkwsbJTorcp1rtGWfKQwAy+dgDl8vrVTla0oqEDaVObYSKWK0hS/58XI7kGgUzxGU23W6KuO47dZuRMoeikZqck9VuYMpwkSchLtaG2Q6n5I+41oj5ErBo6sWQ6klDV2qsr9FtnsN51MHJSktDm9OgCUKGin/G1mZumvHbttWS0znmgxCDX5Q2gsdut7vZT1xH/AF8cZ7fbh+ZutxoUE4PxgQRDw9mtZqTZLeh2KW2KGhN1MTIN+mM1m5AdPEctPW71Wg3d5wafUSVJEgrS7ahqVfoBo3Mc8AdCRfbiOe/iOeEM1gZJtVlwMtg/TLHIg65jAYTuH2IwbjZJ6pLDMTkO3QAfUJ7p/dWtSU8O7RTT3K18NivEQM8gQ/LWS8bh1n4KzGU79LVW8tJsumKAWqNzHHj1WwvR1OWOWTw4xyAwHG1J6aKp+Xh1Zw1yU23qhINhm+q9Ux+EASKXtF05QsY3SxdgxujYwXsRLGrp8ag7ytQZFNQEgCdvnI3ajt7g7gzRic9eo0GBQW2bkiTh+a+fh/rOvn77iKI/3hDMmPT6A+r7OTbs2XbRxFxsvfuKfpd7ic/eqfY+fOfvuzXHFXmOnv7KXFS0OmMu3QWU5RFmk4TOPi+m3rcG9312mjrBF23p+Jk26HD3wYMHMWfOHOTl5aG8vBzl5eXIzc3FnDlzcPDgQezZswd79uzB3r17T8Ph0lAoyLBBkpRZ1+0VyqA01lo9IJRWVdnqhMvrV9ZNN4fWTQP6pQUjs2LXCggPGhhVHbVbTbCalTa6XV41VTZa511JK9cP9sRs5gXjc9Wo4Q3njcasUZlYPLUAC8bFvimW5KQgJckMlzeA8uZQCr72A1ykSacSSwlidTpKch0wSco+sc09Sirjd17eBZc3gCmFafjtjbPUwIKYseivE6NEyU3w+mWc6uhDrVN537S7YYj3ZldVGwIykKSpGG8k9OAK3bzf3l8PACg9twiTC9MigiP9pYWrOxMEz/ep9j50uXywmiU1FSw/za6ed+V3+lmekBZZZPCvW5QAzA3njUaSxYSclCRd2ll/GSaj1AeCcr4P13fBF5CRm5qku0a1s8/9DYLEeyU65WLgGJ76ODLLgZ9eNS1qlW4tkcLZonntIrihTYX87uUTsP2nV+C7l0dfSygYFe8TGTAzR0ZPK4xGdP58YbNlogMYrdJ1LJkOK2zB2dxGTQ2CUHGjwQ9yo+1KIIKV8Sx5EAMJIDTIl2UZB06J+hiDfz+jZQAZrUkeKKOsgIoWJ2RZmRWMp9NvlL0gCn+OzU0Z9GAcCAUytQETEciOJwgBhAIR2g76qX52AOqPUfZTvIUVhexgwEmbaaCm7caRaQBEmX3sEoPx+No0qnqfyJIHSZLUNrUz2eIcjYojQAgY7xQTqj8QXyDCqHBhKL04vuPMDSui6w/IarZOf4OQaMLrbtR39qn1ZeJZ4pNqs6iTKKJNkaWUH9/LjhiMA8CxYKZrtEKH/REBPSAUzBQBmHieGUCo1goQCjzGqllzXkk2roqxhAIILbXt7PPC61dm/WuiZBpcOa0AL958Hl657fyYaerivtPUpQTvgdBnKPx6lyRlcqS/jKjslCS1ryY+RyJdPzzjLTnJ3G/AAAjdI5q6XfD4AsrW2a3GAROzSeo3YACIHYokeP0y/vuZrbjiNxshy8rxG13vA6kPk5dmM1waVZyRHLH0VSwj6a9wss1i1p3fB98+DK9fWRYab3B0qA36qb1+/frTcRx0BtksZuSl2tDU7cbGo8ouAKJ6ezR5aTZ1r/vjjT0oyLCp9QXEB1m7tGBUPwM9bdBAW0Vdm5ouSRLS7Fa0OT3o6vOpD6FYs15jchw4XN+lpnKJoIH2d/LSbFj53QtjHp9gMkmYMTITW0624qMTLaEHjCb9OSfVphZ2BJSbc6wCUuLGUNnaixNNPTjV3oePT7TCJAE/KZ0KSZIiUqHz+9mezBTct/ZoYzeqWnvR6paC70eoHTH43hbcI7go0x7zJhYe2AFCKfoXB9e5hT9s+ruBi/Pb5vSg1+NT094n5KepDyizSUJxZrL6oJgWY10/EOowi86Zzx/AruBuIKJKrSQpbYprqL8OgngYiPRKMTCZFraF2dzRWWrV4li1AoBQUE2sR60Ovr541osLRsWixHs6Jex4+ruGQj9nwyGEUldlWVbPezyZBlazErRpdXrQ2OVGTqoNvR4fDtYFt4Ds5/waEWnQp9r70NyjzJZ5fIHQkqk43tPQDEd4pkFiHfTcVBu6XT609ngwPk8JGrU6PTCbpH6vbSMimNfRq3QorWYTZFlGtZh9jCO4YZRpcFITFB5skT1tm9pMAxEoi+ecA5qAiWYwfrQx0aCBUaaBKGgVZ9DAYDvDUEGr+Dp/WQa7A4l7ZLzHGdoCN3Sc4tkZb6ZBaHlCZKZBPEtnAGUgUd3Wp5t9PKWeo/hm4PLCAq66XYXimMEHlCDuyRan7loSg6h4s0Hy0mw41tijfjbrOvrg8QVgNUtxFSgFIoMGYjA+Pi81Zkp2LPnpNvQ0+9DU5cb4vFR1kiffLvfzm8aMCp+KQLM2W3Sw8jSZMLIsY21wu/FJcQSvhdxUG1qD2SAA1CyLkjifGZnJVnWZYLvTg/x0e9TlCZIkxcwwEIozk2ExSXD7AqjvcqE4w45DtfE/g8W/nZ9mR21HHz4+0YKatl7NTkPxX++icPelv1qvTrIkmU26pQSDYTGbMD4vFWUN3eqSX0CpdxXPsw1QXvtVM4rwwseVuq/HKpo5EN+6ZBzuWXlQHU8ASpbwYOspnS5nrnoCfaKIh42oWt/frKYkSWqn7Ghjt5plMDIrlCamTcXq76GrHZDWtvfpqqhriWKI3S6vul4/1vra0WGZBuLBNZBZ22iuDG5j9ObeWsNtWswmSffaB9LZEsVrypt6sDe4Dc1lk/PVLaJGZSdDey8bSKVxbV2DluC4R/uAEedE3Iz6m51SZ7GDRfECAVktTiiKARak26G9l/XXec1ItqprSes6+lAmBhFhHX7tALy/2djwJQ9HG7vR5/UjzWbRpb5r34v+UuLDB1HivIdnKNx2yTgsnlqAJ26YFbPmBKDZ0i/Y8Y3WCRiM8DXeHb0e9X2IdxAVvn1WXacL7b1eWEwSphTF16ZaZDAYMClr6IbLG0Bemi2u5QmA9hwpgyhtjYj+MkmMiEh+e69XLWDn8wc0BT7j6wCKAaToUIplKRPzUwddnR5Q0tTFZ04MIEWRWEmKbwCpLbgmZrbEvTPalmj9McpYEZkG8QRLAO1gPDRwPiYyDeJY6gEYBw0SzzTQBx0BoLpNBHXiu45EJqAoWujy+tX389w4MoAA4/oY4RmEg2U0g1+bQA0PIHTvFAOSNqdHzcKL9xzlhWVEdPZ51e2O4w3ChD83XF6/eq3Gmw0igs3itYudi8bkpMQ9kCgIy9zYGVxeGF7pPZ7jFJ93EXQsSI4vaABEnqOyYHBjQpyfdUCbVeXCxmPNKGvoRkqSGZ+bHX1NfH/Ci6kmkkUHKJNAalZVj3JPLm8SAfH4+gtWs0kNKP9zRw1u++sutDo9ynM9zr4CEHqNd722H7/74AQAwGKS4s6okqRQcUftLgJjchxxB7SAUC0qrXjvm8L3Fk3ENTOL8asvzEBBug02iwnfuTx2Eef+3Dh/NA78bCmWLwkV5J8aY8erM23QZ8DlcuFXv/oVSktLMW/ePMyZM0f3h4YHkSqtDsRz+7+5jQ3+TFWrU7cPvKAtyjOqn+i/NmjwcbkSuJgxMiPiISjqGrT0eNRBVqzOjLgp1rT1wucPzTzG2/EFlFR8QOnsi5my8Nk87cBvIP+WuNGWNzvVHSm0+wLbLGZdZ8goDSqciL7vquqA06e8j7qdIsLOSay6C4AyiBIpXQ1dLpxs6UGP2we71aQO9Kxmky5gMpAUP20xxCPB9ffhg9GvLlT22r7lorH9rlNWdwMJzugcqg11pLWZFDcGawQUZ9j7jQZrq8nLshzq8IcN8Asz7Hj2a/NwXZR9d7W0szvKFoYivTb+oEF4NXmxD/K43JRB79suhKcCi0HZ+LzUiHWkg21T7C8uCqomEukPH5zsrlY6vrNHZcbVZkZyZAG7Y4098AVkpNkscacHhlLVg0GDU6FaFvHQFrATg72dwcyayQVpcZ2jbEeSeu8VbZ4UOyfEOXjULk8QRSDFLjSxtv2MJSdsZlyWZbVI7cQhDBqI7JJ4Z3KNlieoWU5xft7VLYWdSk2DQ3WdwSVTtsSXUQQHtn0ev7rMZSB9AiP5YTuGBAKypi5IfG2Gb8O2NVjrZ2J+alx1LIDItH/RF8pNHXwdCyH8niSCT8lWMzJjFKCNRc2ACp6XrcFMwbkxqu8PuM0uN7pcXnX3osWa5YyDpS2G2NnrxZv76pSvJ7AUWxuEOdHUrWb1zQ5OWiTS5p6aDnz9hR0AlGWMsQoE99umuId0e/DeoQbDPt1giQDpzqo2XPGbjejz+oNFk+Pvy4plHb9dd1zNsJgxMiOu4LUwy+BcXD9vVL+p+LFcMCGyuN+FMXZxGIg7Fk1AUYYds0dn4gtzR+Kc4nR8eUHsGhj9yU5JwpNfmo3r543CO9+/BBt+eFlc2ZjhkpPM+O8Fo9UJtv8aQP/yTBn0nfGb3/wm3nvvPXzhC1/A/Pnz4+7w0dkVXgBvIB1DMbte1doLT7AKvTZooG1jYj/pY9q1lGKJhFGKVXqycon+//buPC6K8o8D+GdZYJf7kFsRBA9EPDHNK01RUfMoj59XonnUT8nUrNQOD/Iozbwzy8zKo59aZuaFad6laZgWkbflhYqIHMICz+8PnHGXHWBhF3H18369fL1k9tlnnplnZnbmO8/xx+XbyMsXcLRXF3vzLrc0SMnEP7eyoMsT0NrZlPmmCii4YZHmKr5z7+1G4Sbl9aq44ZB0I2NC07kQvVYBUv+ywg+kTwR74t9blwCYFrGWmpjFJyYDuDcwpPb+D6GPiwb2ahvk5EkzCBT/ECT1Fzt3IwMXbmbIzSzrVnYziPi6O9rLEWGlH5DCKrs74K+rd/DvrSy9/veGP64tqnvh5JSOJv3wSMGPwl0eCucZHeGHL4c2QdUSBmsE7t9Y3NXlIyMnz6y+8hL9uayv3L6L3HwB+3tBl/y8sk1XK9/43rtJ3fN3wbnUqJipgkriXailgdT8u6YZbyMKv3WWBhQ15VwpSuEpuaQbtbI+kKpUqnvNoAuaWAZ6OspBwjqVXct8E1T4rbM8AKYZbzkqORc025W6DkkPUWUdSdnGpmBQzWtpBQMV+rlp5fOoRhn7D+ufQ3fuTQEqtV4oa0uDwn3wTyen42raXWhsbRTfJJmi8AN+Xr7AkfMFD2b1y/hw4lVoyjQhhNwqoKytdQq3NJAChA2rli1IBhgHYaT6cXe0K3aMo+IU7jN+KTULd3X5BVPAljEI4ydfOwvyPHC64EWDOQ8ShVsFbD1RMF5PcVPhmZqn1OVBnvbXr+zBUT+9MZPO38jA8v3nACg/WJlKesFzNe0uZm9LQmqmDiHeTuhUzLTbpuZ5LS0bs3f8VVB2Vw3C3DKK+1qxpGDRn5fT5Kmua/u7mhVol4KZ3xwruLdSqVDiAMElkQKPs7cnIf9egLRzXT+TuwQqqeLhgKRrd/DOd3/Iy9rU9DbrYfyZ+v7Y9sdV+e+6ld3wfq/6Zc4PKHig/XjPGThrbPFdbAv8k5KFhsXMxGaKoS2r4d9bWWgY6I7uDSoj/s9reKZ+2Y9NoODlzKGJ7czKozhlGfenOF7OGnwX2wJpd3NNuq9+UEodNNi8eTO2bNmCFi1M6xNOD6fCb5lNeTsuPdReTMmUp6vRDxo0D62E+lXckCdEiTev0gmWnHYXiffeFEnTp+iTpl2Ups8rqX+tNNbAPymZ8tvMEK+SByApSaOqHvJbAw9HO7g7Gl4g9KOLptwQS10szt1Ih41KahVg+EMYVdsX3/5W8MNmyltJ6WFJmvancKDExqagD6TU+qKklgZAQZ2fu5GBizcz5Rugwjfnz9TzR+KVNIR6O5k0/ZXU9PN0cjrO3XsDpXQjbWqdSV0e7mTn4nJqltw/U6nJXasaRU9zpM/R3lbuV3f9TrY8/kBZBsOT+OndVP2j12dabaNCfl5x3yza/YEQCx4kpP56bYqZzqkk9x/wC258pTe55jRhlAImyYUe8Msye4Ck8HgOcrNqM97EVHK2x8WUTPkBUrqGmFNOud94huGDRFkGQZR4FurycD9oUPzArsXxcdHiWlo2ku/cRWaOk3we1StjcEOa1u5OdkE/58ycXOSLgjdoprScUlJ40EL97lIldQ8qOk/Dt8MnL93G7SwdXLS2qFfGOpKaK0vlvJR6f8DXsgZhpMHWUhWCBmVVeO52Kehoztuywg/OUpAsxNupzM2LffUecgHg4JmC4715aNkfnO+30srBXV0e1h7+BwDQt0lg2fMsdCxJL0TKGsgEDAdonfDN78jLF/BwtMPTYSX3Yy+K9Ft07MItefyfd7tHmNVvWjqnj128Jd+vTepUC+LisWK+VTyp9cJnB87Jy+K6Fz2loikKT6E649m6ZgUhgPsj8EsvZJ6p54+5fRqYlWedym748a9k+e92YT6Y2i3CrDw7hPuhfhU3JF27g0X9GpnVskQS7OWEneNaw9FejUrOmjKPMaLPx0WLxf3vt1zvb2aLAGtVlqmOy1upgwaVK1eGi0vZb6Do4aD/QKmxNe1NvH7QIONe3z/9oIHGVo2No1qYFFGX8pKagXo62Ss+GEsjj0tvfkq64fJ310J9b7AX6cairP3K9IUHuMrN7ZRmb2hdyxtPhnjC08keLU14+yHl8U9KlryscEuDjnV8MbJNKIIqORoFKZQEejjCyV6NjHvzuyoNuBXq7VSqoIH0kHz+ZqbcKqDww86wVtWgtVOjmYlvOaUmv3v+vl7sCLalUdmjoPXCpdS7FnkzDhTcVF64N1il1NfVnPEHpDcx6dm58r6sYubNiv5NasGUoAX5mvO27H5XgoIb9JOXyj7S//0877VeuPem8Eyy+WONFH5TeO6GeX2xgfsPUdJYAdL+LGvTd0BvvvE7ObidpZPLW9axHAD9N8Q5yMrJk4MwlnhLev1ONv68nIZ8UXAslDTda0l5StPaSYPI1vZ3LfNbVylYkqXLu9eqyLwxEoD759Cde3O377/3FrtZSKUyP+TK02Lee3iUumVU93EpdoTz4ki/AdID/m/3uuOY8xZKOt6lh9wd95osd4rwK3Oe0nVO6pay816epvwuFsVXr6XB5dQsnLuRARsV0NSMOcr1x4PZ9Vcy7mTnorK7A9qUMA1zcfTPoY2/XcKGY/8CAKLrlH1/Sg/4/9wqmCIbAOb0ri+/UCkLaX9K4xs1quqO5mY2/5auE1Iwq0k1T3SK8MOWi+bnKXm/Vz00LmaqQlPodxlwd7RDr8iyj2Ug0X+RMvDJqojrHmF2K+wBTaviy0PncStTh7e61MawVsVP/WgKe1sbfDOyBXR5+WZ1SSjM3KALWY9SBw0++OADvPHGG1i6dCmCgoLKo0z0AOg/MIaYMBUIcP8BMkWvWWzhB2hTL5SBno6oqzdXfVRtH8UySD+Md3UFEdySBuqxUxcEQC6mZGJ3UkGUtroFonX6o8sqvTVw1thi7YhmJufn5Wwvv4UDIDdT12ertsHr0WEm52ljo0KYv6v85kBpmsYGge7Yea/7gikPgVJz/IspGXKfz8KtUjS2agxtWc3kclZ2LziOpIe8MDOabkoC7nV5OHnptkUeyoCCm8oLNzPx64WCgJWva/GzYpREmpYqPTtXrqOyNteVy6j3Vu9qWsEcxPZqG7Om55Fv+tML+rtK9WTOqMD63ROyc/PkuZzLOro0YNgXPSM7V34LWdSUrKbwKPRgJreIMOcBX6+pujROgI+LxqDrUGl56Y3Ofzo5/X7wrYxv8AHDZuVSSzJzR4L2vjeafPKdu/cHQTTjrauz5v486zfTc/S6IpU9qOPqYCuP3XIzI0durdOyRtkfogqPFXD83uwjZgU37rVeSL6TjUupWbh8+y7UNiqzggZSAPdK6l2kZubgxL1yPm3CaOxFkYJkOXn5uJmRg133fofbm/FW008vELH/3uDNdau4l3ncFsBwPJhNCQUvBJ6p729Wq0T9a9LGhIJWgv2aBMoDHJeFFPyXrkmeTvZoa0YrA8D4YTzSjO5sReXZwQJvsfUfRu3VNhbJM9zfVX650inCv8RpBU1Ry88Ftf1dkZGdi9Htalik27avqxa/vdPB7HwKU9uooLaxXMCAHi+lDho0btwYd+/eRUhICBwdHWFnZ3jRTklJKeKb9DDRv7GWfuRL4qItmK9b+vGyt7Ux6W11UZYNisS6X//FXV1ekVHUwjfWhfupKwn2csLFlEy5H3poCdNJmqJRVXe5uXqvyLI3X5SoVCqEeDvh+L3mtVIzdXPV9neRH0irKIxZ0LdJVXxz7BLqVnEzqQ+WNGjXyUtp8luzso7eKyk8uJg5Tb8l0o2V1Bw00NOhzANkSaSHqGP39qc5rQwk0rRUUiDC3Ai9dON7JztXnl60soeDWTe+0nbr8gSO3htV28dFY1afPf3uCf+kZEKIggdAU689iuXUe6snBTY8nexNapVTFE+95u+ZOblylyRzjlH9PvP3p401L6AlBXaS07Llt+01fZ3NulnVH8BOCsCUdQaOwuW8fidb7pZhzoOzSqVCJSd7edrKRL0+4+blqcHVtLu4mZ6NpHv705yAifTwmJKRg/x8gZ1/Fjw4tzCjH7oUbL1zNxe77jVbrhPgWuZB+wDA361gGracvHxsOn4Z+aJgvB2lgLOpNLZquDnY4XaWDltPXEFqpg4ejnZmPZh6O9tDBYHcfMgt/lqY0TUBuB/My80Xcj9vc/r0A4YtIm5nFbR07NfEvKbVXs4agxaEjap6mP1QqrVTG9zL1bXA4G2FZ3iKqm3+A77+MdOprp9Z13aJrdoGHw2MxC/nbmJoS/Pf3gMFL6u2jG6JfIGHZmo8ovJQ6l+bfv364dKlS5gxYwZ8fX05EKKVcrBXY8RTIfj6yD8GU3uUpLq3Mw5nFDzwBHmaN3eov5sDRrerUWwaaSBEiSlvlOpWdsXee30zAfOaQEtctHb4alhT3M7SWWxQkmpe94MG5vSV11evsjuAgvaASiP3ejlrsGt8G5Pzk8olzVzhbeYbUsB4Oitz3hJKpODV4XvdWMo6/Zo+qV/yUTloYH7wyddFi7PXM+QBvUqaZaQkLnpvXqV+pGWdLkxib2sj31BKfeXNafIP6HVPuJONczfujw9h1kOuXtDgrMJsLmWh3z1BCjp6mDEoHGD49lGav9v8/Xnv4eRONpKKGPiztPSDMNLDhLkBPf3WC4n3uuSUdU5wSSXngqDBn5fTcCM9BzYq87fdy8UeV9Pu4nRyunxumtMlRWqxkpcvkHg1DUnX7sBGZd4bfAd7Nbyc7XEjPQff3Rvrxtw3xAWD3Trg/M1MuU9/MzMfxoGCY+l2lg5r7uXZNszXrOnSbNU2cLED0nSQu4+YO5q6va0NAty08mwRLhpbi7SskR7w7+ry4eWsQZ0A8/K0sVGhYVUPebsbB5vfKgAoCA5J53l9M6eeAwxbr3o5axDs5QSdTmdWnq5aO7zfsx6++e1fTO5q3lgG+p6q6W1W6w8lKpUKaj4O0SOu1EGDgwcP4tChQ6hf37wRN6niTepcG5M61y7VdwY2C5IfzMy98TWFfnNbU5vf6g/iZKMyrwm0PnP6CyvRH+TE3P73kq71A7Dp+CVcuXYDDSxwI1D4TXjhWSPKopKTPbR2NnKXE0tse+HxG8y9UQMAb+eCPO91+7RIYKfw2xj9KTHLQqVSwdtZg0upWXJfUnODBkDBQ2lKRg5+vtdUu6xTpUmk8zYnNx+/32sCHWzmsSQ9jGfn5svjLpgbNJCnMsy4HzSoaub1Q2pNkXb3/lgW5rY08JVbGtyVpzM0u1WAXhcSqeWGuQFXqfXCsQu3kH5vBgVzfzek+culwHANH5cyD4IokY6lA6cLgmRVPBzgbEZLJXtbG7237QVvsetVcTcr+AQAlT0ccSM9R55i0xK/SYGejjivN9Bt81DzHsaBgmPpdHK6nKe5zekBwN2+IGgAFOxfSzSpDw9wlYMGTap5mv2WWKVSoZq3E07em/a3TS1vi7x57hjhh/2nb8BGZd4gt/qaV/fCrxduoZavi0Va0dmpbfD8k0H48ucLGNTMcl2X+zwRiD5PmN+6k4jMV+pfxbCwMGRlZZWckB5JHev4orK7Ay6lZqFnI/MHkCmJ/pvYelXcTHozqT8oTSVn8/qhl6eaetPNlXW6sMIc7NVYEROJLVu2QGOB7dbaFUxxKTVXtkSgSKVSwV59P2hgiZYG/m6GD8qWaA3i52b4gG/uQy5g3O/T3JYGQMG4BpdSs/RaGpifp7eLBn9dvT8vtrnBIq2dGq5aW6TdzZX7jFcz82HcwV4tjxEh5Wnu8Sl1JUjJyMbFlIIHZ3NvqF21drC1USFXbyo/c8t5f976u/LbQnODBlJg59S1+wN/mhvckFoaSA+5NXydze5DLOX5418FA+zVqWxeKwPgftDg4JmCt7mWaKlUydket7N0cp7mzNkuqenjLJ+TgHlTq0oKH9/mzMAh0Q/uq21UZo0PIXGzF0BGwe9/4yAPi/yu64/xY6k3z5FVPeSggTnjOOgb2LQqHO3UqORsb3arGsnINqGo4uGANrW8LdZieFr3OhjdroZZY6sQ0cOr1EGDWbNm4dVXX8X06dNRt25dozENXF0tc0Gjh5PGVo1vRzVHaqbOIn3RS6L/ptvUtyr6/TEtMQhieWlVwxuh3k6o5KyxSP+/8lK1kqNFBpnT56K1Q9rdggcTc/rkSgIKjd9Q1mni9BV+yxphgZt+H72ggbPGFu6O5nX1AAr6+wLA7ayC13CmzIRSksLzS1ui3n1ctUi7my4/OFui5Ya3iwbp2bkWC25ILQ1uZejkLjlBZgYNbGxU8HSyR/KdbPmYN2daSOB+i5Vbmfeb/5rflaCgzqWAgZ+r1uw3+IWnNzO3awJwvyWNLq+ghUWEBVoVScGiK/feOlui9ZOXkwZnr2fg2L0WQOYGdYCCwWvXHS0Ykd/XVYMAM8YekOgHDcL8XOSZOcyh31S9UVXzBiyUeOltqrldEySDmgcj4Z9UaGzVZo89IOnzRCB2JiajWWgli/2uq1Qq9LTAKP/6tHZq9Gls2Tf4KpWKAQOiR1ip79ajo6MBAO3atTNYLoSASqVCXl4ZJxwnq+HjojV6qCgvnk72iKrtgwOnb6J7gwCTvze+Q00s23sWL7erXo6lM4+TxhY7x7UGYPqsExUhyNMRhy3UTF0yJqoGXlv/O0a2CbVIfvpv8KX5gs2l36dZY2tjkW4u+jf5VTwcLFLvhW/SCg80WRaFu1FYopWF1GT5Xmt6iwQivJzt5ab0QMGUdubQn+lA7p5ggaa7Xs4aJN+b1cNOrTIKcpWWm4MdHOzUyLo3y4G5zekB4+PI3AFPAePgkyWCBoW7TJkzFaik8JSvlgxESEqaLtgU+oHz+lXcLXL90A/eWephXL/lXKsalnmDX88zH7uv2MBGZbk3+K5aO3wa84RF8pLUCXDDgQltLZonEdHDoNR3Gbt37y7ysxMnTphVGCIlSwZEIjs3r1QD8MW2rYHYtsUPsvgweJiDBRL9hyZLNNsFgN6NA9Gmlo888Jy5tHZq+SFqULNgi+TpqrVDxzq+2P7HNbzQsppZMxJIGurd9D9h5nzTEq9CDzyWeIPvo/cAaaOy0MwRRg+l5gcN9B907dQqs7ddetC7q8uXB+6zxBzUvq4a/HkFcn7mDAoH3J995Y/LBc2gLdHFx8FebTANrCWCOoUDESVNmWsK/WlKVSrzpnCUFD6HLDHYnH6LNxsVEGGBbhQRlV0R7u+KP6+kWewtcdNqleDmYIe8fIEhLYItkmebWt5oHloJf1+7U6pgf3FCXIENLzaFnZ3tA2nlSEREhkodNGjdurXB33fu3MGaNWvw6aef4ujRo4iNjbVY4YiAgkGP7G3Nn0uXyiYq3BeLdp9GiLez2QP36bN0M8Y1I57E98cvY9TTlmm9ABQErM5cT7dYNxc/Ny2efzII+0/fwLBW1SySp/4Dj4vG1uitaVnod6Oo4uFokfNPP083BzuLBIz032TX8nMxu7+8k8ZWHntBmmI01ALjeNQJcMPue9OBmjtOgKS6j7McNLBE03cA8HbV4M71gqCBJVrWeBTqfmOJVgFV9QJDVT0dzW5hARieQ1U9HY3GHimLltW9sOLAeQAFXUfMnXUGKAgWfTOyOW6kZ1tk7BIA8HCyx7YxraCCyqypFvVp7dRYPfxJi+Slr14VN6MusURE9GCU+dd27969WL58OTZs2ICAgAA899xzWLx4sSXLRkQPgdr+rtj/Rls42qsf6pYRDQLdLTYdpkRto7L4W624HhEWzU9/toQwfxeL1JF+qwBLtAgonGctX8uUU3/ciZbVLdMMurKHI9LujfruorG1SHCrrt4YGw2rupudH1AwsN53CQVz1of7m/8wDhQ8PJ+9XtDdo64FxgVRqVTyNIFAQesdc/m5auHlrMGN9GyLjPQPFLRWkFoqWept+1M1vVEnwBV/XE5DTHPL5AkUPJBbKmAgKTyQLBERUWGlChpcvXoVn3/+OZYvX460tDT06dMH2dnZ2LhxI8LDw8urjERUwTi40cNL/+HOEm9yAcOm6eYOBCjRb2lQw9cyb9v1+3j3iqxskTwruzsg8V7QINTH2SLBjdY1vRHm54I7d3PxTF3LNNfuFOGPufF/I9DDEVHh5k9pBxiOX2KpANy7Peripa+O4r8WGr9EpVLhvZ51cfh8CmKftsyYNZ5O9vg0pjESr6RZrHuTndoGP4xuhezcPGhsH84ZfIiIiExlctCga9eu2Lt3L7p06YJ58+YhOjoaarUaS5cuLc/yERFRMXxctOhS1x8//nUN/S00AnglZw0GNw/GdwmXMOBJy+SpPx6GpVpvhAe44suhTeDhaG/2IIiSEG8nILHg/zV8LBPc0NqpsfWVVhACFhkbAygYG2H3+DZw1tha7KF0SItqOHk5Dc8/GWSRWU0AIDrCD4nToqG1s1wXs3a1fdHOwjPOtKjuZbGBAPUxYEBERI8Ck+8Ktm7ditGjR+O///0vatR4+AeYIyJ6XCzs1xA5efkWmbtcMqVbHUzpVsdi+dX0dUa3+gFI+CcVbcMs82YcsNzo7JKOdfywbO9ZAJYbTR4oeENu6d49lm5WHh7giq2vtLJongDMnrqRiIiIKpbJQYP9+/dj+fLliIyMRO3atfH888+jb9++5Vk2IiIygY2NClqbh/vBTKVSYUG/hvL0vA+ryCAPLO7fCFduZ6Frfct0JSAiIiKyZia3F3zyySfxySef4MqVK3jxxRexdu1aBAQEID8/H/Hx8bhz5055lpOIiB4BD3PAQNKlnj+GtQqB2kJdCYiIiIisWak7GTo5OeGFF17A/v37ceLECbz66quYNWsWfHx80K1bt/IoIxERERERERFVALNGJqpVqxbef/99/Pvvv1izZo2lykREREREREREDwGLDGesVqvRo0cPbNq0yRLZEREREREREdFDwHJzIBERERERERHRI4VBAyIiIiIiIiJSxKABERERERERESli0ICIiIiIiIiIFDFoQERERERERESKGDQgIiIiIiIiIkUMGhARERERERGRIgYNiIiIiIiIiEgRgwZEREREREREpIhBAyIiIiIiIiJSxKABERERERERESli0ICIiIiIiIiIFDFoQERERERERESKGDQgIiIiIiIiIkUMGhARERERERGRIgYNiIiIiIiIiEgRgwZEREREREREpIhBAyIiIiIiIiJSxKABERERERERESli0ICIiIiIiIiIFFlN0CAlJQUDBgyAq6sr3N3dMXToUKSnpxeb/uWXX0atWrXg4OCAqlWrYvTo0bh9+7ZBOpVKZfRv7dq15b05RERERERERA8924ougKkGDBiAK1euID4+HjqdDkOGDMGIESOwevVqxfSXL1/G5cuXMWfOHISHh+PChQt46aWXcPnyZaxfv94g7YoVKxAdHS3/7e7uXp6bQkRERERERGQVrCJokJiYiG3btuHIkSNo3LgxAGDhwoXo3Lkz5syZg4CAAKPvREREYMOGDfLfoaGhmD59OgYOHIjc3FzY2t7fdHd3d/j5+ZX/hhARERERERFZEasIGhw6dAju7u5ywAAAoqKiYGNjg19++QXPPvusSfncvn0brq6uBgEDABg1ahSGDRuGkJAQvPTSSxgyZAhUKlWR+WRnZyM7O1v+Oy0tDQCg0+mg0+lKs2kPNWlbHqVtehyw3qwP68w6sd6sD+vM+rDOrBPrzfqwzqzTg6ovqwgaXL16FT4+PgbLbG1t4enpiatXr5qUx40bNxAXF4cRI0YYLJ82bRratm0LR0dH7NixAyNHjkR6ejpGjx5dZF4zZ87E1KlTjZbv2LEDjo6OJpXHmsTHx1d0EagMWG/Wh3VmnVhv1od1Zn1YZ9aJ9WZ9WGfWJTMz84Gsp0KDBhMmTMB7771XbJrExESz15OWloYuXbogPDwcU6ZMMfjs7bfflv/fsGFDZGRkYPbs2cUGDSZOnIhx48YZ5B8YGIgOHTrA1dXV7PI+LHQ6HeLj49G+fXvY2dlVdHHIRKw368M6s06sN+vDOrM+rDPrxHqzPqwz63Tz5s0Hsp4KDRq8+uqrGDx4cLFpQkJC4Ofnh+TkZIPlubm5SElJKXEsgjt37iA6OhouLi749ttvSzwJmjZtiri4OGRnZ0Oj0Sim0Wg0ip/Z2dk9kifZo7pdjzrWm/VhnVkn1pv1YZ1ZH9aZdWK9WR/WmXV5UHVVoUEDb29veHt7l5iuWbNmSE1NxdGjRxEZGQkA2LVrF/Lz89G0adMiv5eWloaOHTtCo9Fg06ZN0Gq1Ja4rISEBHh4eRQYMiIiIiIiIiB4XVjGmQe3atREdHY3hw4dj6dKl0Ol0iI2NRd++feWZEy5duoR27drhiy++QJMmTZCWloYOHTogMzMTX331FdLS0uQBC729vaFWq/H999/j2rVrePLJJ6HVahEfH48ZM2Zg/PjxFbm5RERERERERA8FqwgaAMCqVasQGxuLdu3awcbGBj179sSCBQvkz3U6HZKSkuTBII4dO4ZffvkFAFC9enWDvM6dO4fg4GDY2dlh8eLFGDt2LIQQqF69OubOnYvhw4c/uA0jIiIiIiIiekhZTdDA09MTq1evLvLz4OBgCCHkv9u0aWPwt5Lo6GhER0dbrIxEREREREREjxKbii4AERERERERET2cGDQgIiIiIiIiIkUMGhARERERERGRIgYNiIiIiIiIiEgRgwZEREREREREpIhBAyIiIiIiIiJSxKABERERERERESli0ICIiIiIiIiIFDFoQERERERERESKGDQgIiIiIiIiIkUMGhARERERERGRIgYNiIiIiIiIiEgRgwZEREREREREpIhBAyIiIiIiIiJSxKABERERERERESli0ICIiIiIiIiIFDFoQERERERERESKGDQgIiIiIiIiIkUMGhARERERERGRIgYNiIiIiIiIiEgRgwZEREREREREpIhBAyIiIiIiIiJSxKABERERERERESli0ICIiIiIiIiIFDFoQERERERERESKGDQgIiIiIiIiIkUMGhARERERERGRIgYNiIiIiIiIiEgRgwZEREREREREpIhBAyIiIiIiIiJSxKABERERERERESli0ICIiIiIiIiIFDFoQERERERERESKGDQgIiIiIiIiIkUMGhARERERERGRIgYNiIiIiIiIiEgRgwZEREREREREpIhBAyIiIiIiIiJSxKABERERERERESli0ICIiIiIiIiIFDFoQERERERERESKGDQgIiIiIiIiIkUMGhARERERERGRIgYNiIiIiIiIiEgRgwZEREREREREpIhBAyIiIiIiIiJSZDVBg5SUFAwYMACurq5wd3fH0KFDkZ6eXux32rRpA5VKZfDvpZdeMkhz8eJFdOnSBY6OjvDx8cFrr72G3Nzc8twUIiIiIiIiIqtgW9EFMNWAAQNw5coVxMfHQ6fTYciQIRgxYgRWr15d7PeGDx+OadOmyX87OjrK/8/Ly0OXLl3g5+eHgwcP4sqVKxg0aBDs7OwwY8aMctsWIiIiIiIiImtgFUGDxMREbNu2DUeOHEHjxo0BAAsXLkTnzp0xZ84cBAQEFPldR0dH+Pn5KX62Y8cO/Pnnn9i5cyd8fX3RoEEDxMXF4Y033sCUKVNgb29fLttDREREREREZA2sonvCoUOH4O7uLgcMACAqKgo2Njb45Zdfiv3uqlWr4OXlhYiICEycOBGZmZkG+datWxe+vr7yso4dOyItLQ1//PGH5TeEiIiIiIiIyIpYRUuDq1evwsfHx2CZra0tPD09cfXq1SK/179/fwQFBSEgIAC///473njjDSQlJeGbb76R89UPGACQ/y4u3+zsbGRnZ8t/p6WlAQB0Oh10Ol3pNu4hJm3Lo7RNjwPWm/VhnVkn1pv1YZ1ZH9aZdWK9WR/WmXV6UPVVoUGDCRMm4L333is2TWJiYpnzHzFihPz/unXrwt/fH+3atcOZM2cQGhpa5nxnzpyJqVOnGi3fsWOHwZgJj4r4+PiKLgKVAevN+rDOrBPrzfqwzqwP68w6sd6sD+vMuui3oi9PFRo0ePXVVzF48OBi04SEhMDPzw/JyckGy3Nzc5GSklLkeAVKmjZtCgA4ffo0QkND4efnh8OHDxukuXbtGgAUm+/EiRMxbtw4+e+0tDQEBgaiQ4cOcHV1Nbk8DzudTof4+Hi0b98ednZ2FV0cMhHrzfqwzqwT6836sM6sD+vMOrHerA/rzDrdvHnzgaynQoMG3t7e8Pb2LjFds2bNkJqaiqNHjyIyMhIAsGvXLuTn58uBAFMkJCQAAPz9/eV8p0+fjuTkZLn7Q3x8PFxdXREeHl5kPhqNBhqNxmi5nZ3dI3mSParb9ahjvVkf1pl1Yr1ZH9aZ9WGdWSfWm/VhnVmXB1VXVjEQYu3atREdHY3hw4fj8OHDOHDgAGJjY9G3b1955oRLly4hLCxMbjlw5swZxMXF4ejRozh//jw2bdqEQYMG4amnnkK9evUAAB06dEB4eDief/55HD9+HNu3b8dbb72FUaNGKQYFiIiIiIiIiB4nVhE0AApmQQgLC0O7du3QuXNntGzZEsuWLZM/1+l0SEpKkvt12NvbY+fOnejQoQPCwsLw6quvomfPnvj+++/l76jVamzevBlqtRrNmjXDwIEDMWjQIEybNu2Bbx8RERERERHRw8YqZk8AAE9PT6xevbrIz4ODgyGEkP8ODAzEnj17Ssw3KCgIW7ZssUgZiYiIiIiIiB4lVtPSgIiIiIiIiIgeLAYNiIiIiIiIiEgRgwZEREREREREpIhBAyIiIiIiIiJSxKABERERERERESli0ICIiIiIiIiIFDFoQERERERERESKGDQgIiIiIiIiIkUMGhARERERERGRIgYNiIiIiIiIiEgRgwZEREREREREpIhBAyIiIiIiIiJSxKABERERERERESli0ICIiIiIiIiIFDFoQERERERERESKGDQgIiIiIiIiIkUMGhARERERERGRIgYNiIiIiIiIiEgRgwZEREREREREpIhBAyIiIiIiIiJSxKABERERERERESli0ICIiIiIiIiIFDFoQERERERERESKGDQgIiIiIiIiIkUMGhARERERERGRIgYNiIiIiIiIiEgRgwZEREREREREpIhBAyIiIiIiIiJSxKABERERERERESli0ICIiIiIiIiIFDFoQERERERERESKGDQgIiIiIiIiIkUMGhARERERERGRIgYNiIiIiIiIiEgRgwZEREREREREpIhBAyIiIiIiIiJSxKABERERERERESli0ICIiIiIiIiIFDFoQERERERERESKGDQgIiIiIiIiIkUMGhARERERERGRIgYNiIiIiIiIiEgRgwZEREREREREpIhBAyIiIiIiIiJSxKABERERERERESli0ICIiIiIiIiIFDFoQERERERERESKrCZokJKSggEDBsDV1RXu7u4YOnQo0tPTi0x//vx5qFQqxX/r1q2T0yl9vnbt2gexSUREREREREQPNduKLoCpBgwYgCtXriA+Ph46nQ5DhgzBiBEjsHr1asX0gYGBuHLlisGyZcuWYfbs2ejUqZPB8hUrViA6Olr+293d3eLlJyIiIiIiIrI2VhE0SExMxLZt23DkyBE0btwYALBw4UJ07twZc+bMQUBAgNF31Go1/Pz8DJZ9++236NOnD5ydnQ2Wu7u7G6UlIiIiIiIietxZRdDg0KFDcHd3lwMGABAVFQUbGxv88ssvePbZZ0vM4+jRo0hISMDixYuNPhs1ahSGDRuGkJAQvPTSSxgyZAhUKlWReWVnZyM7O1v+Oy0tDQCg0+mg0+lKs2kPNWlbHqVtehyw3qwP68w6sd6sD+vM+rDOrBPrzfqwzqzTg6ovqwgaXL16FT4+PgbLbG1t4enpiatXr5qUx/Lly1G7dm00b97cYPm0adPQtm1bODo6YseOHRg5ciTS09MxevToIvOaOXMmpk6darR8x44dcHR0NKk81iQ+Pr6ii0BlwHqzPqwz68R6sz6sM+vDOrNOrDfrwzqzLpmZmQ9kPRUaNJgwYQLee++9YtMkJiaavZ6srCysXr0ab7/9ttFn+ssaNmyIjIwMzJ49u9igwcSJEzFu3Dj577S0NAQGBqJDhw5wdXU1u7wPC51Oh/j4eLRv3x52dnYVXRwyEevN+rDOrBPrzfqwzqwP68w6sd6sD+vMOt28efOBrKdCgwavvvoqBg8eXGyakJAQ+Pn5ITk52WB5bm4uUlJSTBqLYP369cjMzMSgQYNKTNu0aVPExcUhOzsbGo1GMY1Go1H8zM7O7pE8yR7V7XrUsd6sD+vMOrHerA/rzPqwzqwT6836sM6sy4OqqwoNGnh7e8Pb27vEdM2aNUNqaiqOHj2KyMhIAMCuXbuQn5+Ppk2blvj95cuXo1u3biatKyEhAR4eHkUGDIiIiIiIiIgeF1YxpkHt2rURHR2N4cOHY+nSpdDpdIiNjUXfvn3lmRMuXbqEdu3a4YsvvkCTJk3k754+fRp79+7Fli1bjPL9/vvvce3aNTz55JPQarWIj4/HjBkzMH78+Ae2bUREREREREQPK6sIGgDAqlWrEBsbi3bt2sHGxgY9e/bEggUL5M91Oh2SkpKMBoP47LPPUKVKFXTo0MEoTzs7OyxevBhjx46FEALVq1fH3LlzMXz48HLfHiIiIiIiIqKHndUEDTw9PbF69eoiPw8ODoYQwmj5jBkzMGPGDMXvREdHIzo62mJlJCIiIiIiInqU2FR0AYiIiIiIiIjo4cSgAREREREREREpYtCAiIiIiIiIiBQxaEBEREREREREihg0ICIiIiIiIiJFDBoQERERERERkSIGDYiIiIiIiIhIEYMGRERERERERKSIQQMiIiIiIiIiUsSgAREREREREREpYtCAiIiIiIiIiBQxaEBEREREREREihg0ICIiIiIiIiJFDBoQERERERERkSIGDYiIiIiIiIhIEYMGRERERERERKSIQQMiIiIiIiIiUsSgAREREREREREpYtCAiIiIiIiIiBQxaEBEREREREREihg0ICIiIiIiIiJFDBoQERERERERkSIGDYiIiIiIiIhIEYMGRERERERERKSIQQMiIiIiIiIiUsSgAREREREREREpYtCAiIiIiIiIiBQxaEBEREREREREihg0ICIiIiIiIiJFDBoQERERERERkSIGDYiIiIiIiIhIEYMGRERERERERKSIQQMiIiIiIiIiUsSgAREREREREREpYtCAiIiIiIiIiBQxaEBEREREREREihg0ICIiIiIiIiJFDBoQERERERERkSIGDYiIiIiIiIhIEYMGRERERERERKSIQQMiIiIiIiIiUsSgAREREREREREpYtCAiIiIiIiIiBQxaEBEREREREREihg0ICIiIiIiIiJFDBoQERERERERkSIGDYiIiIiIiIhIkdUEDaZPn47mzZvD0dER7u7uJn1HCIF33nkH/v7+cHBwQFRUFE6dOmWQJiUlBQMGDICrqyvc3d0xdOhQpKenl8MWEBEREREREVkXqwka5OTkoHfv3vjvf/9r8nfef/99LFiwAEuXLsUvv/wCJycndOzYEXfv3pXTDBgwAH/88Qfi4+OxefNm7N27FyNGjCiPTSAiIiIiIiKyKrYVXQBTTZ06FQDw+eefm5ReCIF58+bhrbfeQvfu3QEAX3zxBXx9fbFx40b07dsXiYmJ2LZtG44cOYLGjRsDABYuXIjOnTtjzpw5CAgIKJdtISIiIiIiIrIGVhM0KK1z587h6tWriIqKkpe5ubmhadOmOHToEPr27YtDhw7B3d1dDhgAQFRUFGxsbPDLL7/g2WefVcw7Ozsb2dnZ8t+3b98GUNDVQafTldMWPXg6nQ6ZmZm4efMm7OzsKro4ZCLWm/VhnVkn1pv1YZ1ZH9aZdWK9WR/WmXVKSUkBUPDCvDw9skGDq1evAgB8fX0Nlvv6+sqfXb16FT4+Pgaf29rawtPTU06jZObMmXLLB33VqlUzt9hEREREREREJrt58ybc3NzKLf8KDRpMmDAB7733XrFpEhMTERYW9oBKZJqJEydi3Lhx8t/5+flISUlBpUqVoFKpKrBklpWWlobAwED8888/cHV1rejikIlYb9aHdWadWG/Wh3VmfVhn1on1Zn1YZ9bp9u3bqFq1Kjw9Pct1PRUaNHj11VcxePDgYtOEhISUKW8/Pz8AwLVr1+Dv7y8vv3btGho0aCCnSU5ONvhebm4uUlJS5O8r0Wg00Gg0BstMndHBGrm6uvLiYYVYb9aHdWadWG/Wh3VmfVhn1on1Zn1YZ9bJxqZ85zeo0KCBt7c3vL29yyXvatWqwc/PDz/++KMcJEhLS8Mvv/wiz8DQrFkzpKam4ujRo4iMjAQA7Nq1C/n5+WjatGm5lIuIiIiIiIjIWljNlIsXL15EQkICLl68iLy8PCQkJCAhIQHp6elymrCwMHz77bcAAJVKhTFjxuDdd9/Fpk2bcOLECQwaNAgBAQHo0aMHAKB27dqIjo7G8OHDcfjwYRw4cACxsbHo27cvZ04gIiIiIiKix57VDIT4zjvvYOXKlfLfDRs2BADs3r0bbdq0AQAkJSXJMxkAwOuvv46MjAyMGDECqampaNmyJbZt2watViunWbVqFWJjY9GuXTvY2NigZ8+eWLBgwYPZqIecRqPB5MmTjbpi0MON9WZ9WGfWifVmfVhn1od1Zp1Yb9aHdWadHlS9qUR5z89ARERERERERFbJaronEBEREREREdGDxaABERERERERESli0ICIiIiIiIiIFDFoQERERERERESKGDR4TOzduxddu3ZFQEAAVCoVNm7cWGz6K1euoH///qhZsyZsbGwwZsyYYtOvXbsWKpVKns6SLKO86i01NRWjRo2Cv78/NBoNatasiS1btlh+Ax5D5VVn8+bNQ61ateDg4IDAwECMHTsWd+/etfwGPKZKW2/ffPMN2rdvD29vb7i6uqJZs2bYvn27UbrFixcjODgYWq0WTZs2xeHDh8tpCx4/5VFnM2fOxBNPPAEXFxf4+PigR48eSEpKKsetePyU17kmmTVrljztNllGedXZpUuXMHDgQFSqVAkODg6oW7cufv3113LaisdLedRZXl4e3n77bVSrVg0ODg4IDQ1FXFwcOKa+5ZS23vbv348WLVrI51BYWBg+/PBDo3SWuBdh0OAxkZGRgfr162Px4sUmpc/Ozoa3tzfeeust1K9fv9i058+fx/jx49GqVStLFJX0lEe95eTkoH379jh//jzWr1+PpKQkfPLJJ6hcubIli/7YKo86W716NSZMmIDJkycjMTERy5cvx9dff41JkyZZsuiPtdLW2969e9G+fXts2bIFR48exdNPP42uXbvit99+k9N8/fXXGDduHCZPnoxjx46hfv366NixI5KTk8trMx4r5VFne/bswahRo/Dzzz8jPj4eOp0OHTp0QEZGRnltxmOnPOpNcuTIEXz88ceoV6+epYv9WCuPOrt16xZatGgBOzs7bN26FX/++Sc++OADeHh4lNdmPFbKo87ee+89fPTRR1i0aBESExPx3nvv4f3338fChQvLazMeO6WtNycnJ8TGxmLv3r1ITEzEW2+9hbfeegvLli2T01jsXkTQYweA+Pbbb01O37p1a/HKK68ofpabmyuaN28uPv30UxETEyO6d+9ukTKSMUvV20cffSRCQkJETk6O5QpHiixVZ6NGjRJt27Y1WDZu3DjRokULM0tISkpbb5Lw8HAxdepU+e8mTZqIUaNGyX/n5eWJgIAAMXPmTEsUk/RYqs4KS05OFgDEnj17zCgdFcWS9Xbnzh1Ro0YNER8fX+x9C5nHUnX2xhtviJYtW1qwZFQUS9VZly5dxAsvvGCQ5rnnnhMDBgwwt4ikoKz19uyzz4qBAwfKf1vqXoQtDcgs06ZNg4+PD4YOHVrRRSETbdq0Cc2aNcOoUaPg6+uLiIgIzJgxA3l5eRVdNCpC8+bNcfToUbk52dmzZ7FlyxZ07ty5gktGkvz8fNy5cweenp4AClr0HD16FFFRUXIaGxsbREVF4dChQxVVTNJTuM6U3L59GwCKTUMPVlH1NmrUKHTp0sXgnKOHg1Kdbdq0CY0bN0bv3r3h4+ODhg0b4pNPPqnAUpI+pTpr3rw5fvzxR/z9998AgOPHj2P//v3o1KlTRRWTCvntt99w8OBBtG7dGoBl70VsLVpSeqzs378fy5cvR0JCQkUXhUrh7Nmz2LVrFwYMGIAtW7bg9OnTGDlyJHQ6HSZPnlzRxSMF/fv3x40bN9CyZUsIIZCbm4uXXnqJ3RMeInPmzEF6ejr69OkDALhx4wby8vLg6+trkM7X1xd//fVXRRSRCilcZ4Xl5+djzJgxaNGiBSIiIh5w6agoSvW2du1aHDt2DEeOHKnAklFRlOrs7Nmz+OijjzBu3DhMmjQJR44cwejRo2Fvb4+YmJgKLC0BynU2YcIEpKWlISwsDGq1Gnl5eZg+fToGDBhQgSUlAKhSpQquX7+O3NxcTJkyBcOGDQNg2XsRBg2oTO7cuYPnn38en3zyCby8vCq6OFQK+fn58PHxwbJly6BWqxEZGYlLly5h9uzZDBo8pH766SfMmDEDS5YsQdOmTXH69Gm88soriIuLw9tvv13RxXvsrV69GlOnTsV3330HHx+fii4OmcCUOhs1ahROnjyJ/fv3P+DSUVGU6u2ff/7BK6+8gvj4eGi12gouIRVW1LmWn5+Pxo0bY8aMGQCAhg0b4uTJk1i6dCmDBhWsqDr73//+h1WrVmH16tWoU6cOEhISMGbMGAQEBLDOKti+ffuQnp6On3/+GRMmTED16tXRr18/i66DQQMqkzNnzuD8+fPo2rWrvCw/Px8AYGtri6SkJISGhlZU8agY/v7+sLOzg1qtlpfVrl0bV69eRU5ODuzt7SuwdKTk7bffxvPPPy9HjuvWrYuMjAyMGDECb775Jmxs2NOsoqxduxbDhg3DunXrDJr/eXl5Qa1W49q1awbpr127Bj8/vwddTNJTVJ3pi42NxebNm7F3715UqVLlAZeQlBRVb0ePHkVycjIaNWokL8vLy8PevXuxaNEiZGdnG/ze0YNT3Lnm7++P8PBwg2W1a9fGhg0bHmQRqZDi6uy1117DhAkT0LdvXwAF9yIXLlzAzJkzGTSoYNWqVQNQUCfXrl3DlClT0K9fP4vei/BOk8okLCwMJ06cQEJCgvyvW7duePrpp5GQkIDAwMCKLiIVoUWLFjh9+rQc5AGAv//+G/7+/gwYPKQyMzONAgPSTbDgVEcVZs2aNRgyZAjWrFmDLl26GHxmb2+PyMhI/Pjjj/Ky/Px8/Pjjj2jWrNmDLirdU1ydAQXnU2xsLL799lvs2rVLvhGjilVcvbVr187ofqRx48YYMGAAEhISGDCoICWday1atDCazvTvv/9GUFDQgyoiFVJSnRV1L6J/P0kVLz8/H9nZ2QAsey/ClgaPifT0dJw+fVr++9y5c0hISICnpyeqVq2KiRMn4tKlS/jiiy/kNNJYBenp6bh+/ToSEhJgb2+P8PBwaLVaoz6e7u7uAMC+nxZk6XoDgP/+979YtGgRXnnlFbz88ss4deoUZsyYgdGjRz/QbXtUlUedde3aFXPnzkXDhg3l7glvv/02unbtyhtiCyltva1evRoxMTGYP38+mjZtiqtXrwIAHBwc4ObmBgAYN24cYmJi0LhxYzRp0gTz5s1DRkYGhgwZ8uA38BFUHnU2atQorF69Gt999x1cXFzkNG5ubnBwcHjAW/hosnS9ubi4GN13ODk5oVKlSrwfsZDyONfGjh2L5s2bY8aMGejTpw8OHz6MZcuWGUwVR2VXHnXWtWtXTJ8+HVWrVkWdOnXw22+/Ye7cuXjhhRce/AY+okpbb4sXL0bVqlURFhYGoGDqzDlz5hjc01vsXqTU8ziQVdq9e7cAYPQvJiZGCCFETEyMaN26tcF3lNIHBQUVuQ5OuWh55VVvBw8eFE2bNhUajUaEhISI6dOni9zc3AezUY+48qgznU4npkyZIkJDQ4VWqxWBgYFi5MiR4tatWw9sux51pa231q1bF5tesnDhQlG1alVhb28vmjRpIn7++ecHt1GPuPKoM6XPAYgVK1Y80G17lJXXuaaPUy5aVnnV2ffffy8iIiKERqMRYWFhYtmyZQ9uox5x5VFnaWlp4pVXXhFVq1YVWq1WhISEiDfffFNkZ2c/2I17hJW23hYsWCDq1KkjHB0dhaurq2jYsKFYsmSJyMvLM8jXEvciKiHYtpWIiIiIiIiIjHFMAyIiIiIiIiJSxKABERERERERESli0ICIiIiIiIiIFDFoQERERERERESKGDQgIiIiIiIiIkUMGhARERERERGRIgYNiIiIiIiIiEgRgwZEREREREREpIhBAyIiIjIwePBg9OjRo6KLUWYqlQoqlQru7u4mpf/pp5/k71jzdhMREZUH24ouABERET04KpWq2M8nT56M+fPnQwjxgEpUPlasWIHOnTublLZ58+a4cuUKXnnlFWRnZ5dzyYiIiKwLgwZERESPkStXrsj///rrr/HOO+8gKSlJXubs7AxnZ+eKKJpFubu7w8fHx6S09vb28PPzg4ODA4MGREREhbB7AhER0WPEz89P/ufm5gaVSmWwzNnZ2ah7Qn5+PmbOnIlq1arBwcEB9evXx/r16+XPpeb927dvR8OGDeHg4IC2bdsiOTkZW7duRe3ateHq6or+/fsjMzNT/l6bNm0QGxuL2NhYuLm5wcvLC2+//bZBK4dbt25h0KBB8PDwgKOjIzp16oRTp06VeruPHz+Op59+Gi4uLnB1dUVkZCR+/fXXsu1EIiKixwiDBkRERFSsmTNn4osvvsDSpUvxxx9/YOzYsRg4cCD27NljkG7KlClYtGgRDh48iH/++Qd9+vTBvHnzsHr1avzwww/YsWMHFi5caPCdlStXwtbWFocPH8b8+fMxd+5cfPrpp/LngwcPxq+//opNmzbh0KFDEEKgc+fO0Ol0pdqGAQMGoEqVKjhy5AiOHj2KCRMmwM7Oruw7hYiI6DHB7glERERUpOzsbMyYMQM7d+5Es2bNAAAhISHYv38/Pv74Y7Ru3VpO++6776JFixYAgKFDh2LixIk4c+YMQkJCAAC9evXC7t278cYbb8jfCQwMxIcffgiVSoVatWrhxIkT+PDDDzF8+HCcOnUKmzZtwoEDB9C8eXMAwKpVqxAYGIiNGzeid+/eJm/HxYsX8dprryEsLAwAUKNGDfN2DBER0WOCLQ2IiIioSKdPn0ZmZibat28vj3fg7OyML774AmfOnDFIW69ePfn/vr6+cHR0lAMG0rLk5GSD7zz55JMGgzM2a9YMp06dQl5eHhITE2Fra4umTZvKn1eqVAm1atVCYmJiqbZj3LhxGDZsGKKiojBr1iyjshMREZEytjQgIiKiIqWnpwMAfvjhB1SuXNngM41GY/C3fnN/lUpl1PxfpVIhPz+/nEpavClTpqB///744YcfsHXrVkyePBlr167Fs88+WyHlISIishZsaUBERERFCg8Ph0ajwcWLF1G9enWDf4GBgWbn/8svvxj8/fPPP6NGjRpQq9WoXbs2cnNzDdLcvHkTSUlJCA8PL/W6atasibFjx2LHjh147rnnsGLFCrPLT0RE9KhjSwMiIiIqkouLC8aPH4+xY8ciPz8fLVu2xO3bt3HgwAG4uroiJibGrPwvXryIcePG4cUXX8SxY8ewcOFCfPDBBwAKxh3o3r07hg8fjo8//hguLi6YMGECKleujO7du5u8jqysLLz22mvo1asXqlWrhn///RdHjhxBz549zSo7ERHR44BBAyIiIipWXFwcvL29MXPmTJw9exbu7u5o1KgRJk2aZHbegwYNQlZWFpo0aQK1Wo1XXnkFI0aMkD9fsWIFXnnlFTzzzDPIycnBU089hS1btpRq5gO1Wo2bN29i0KBBuHbtGry8vPDcc89h6tSpZpefiIjoUacS+pMhExERET0gbdq0QYMGDTBv3jyL5qtSqfDtt9+iR48epfre4MGDkZqaio0bN1q0PERERNaMYxoQERHRI6dfv36oUqWKSWn37dsHZ2dnrFq1qpxLRUREZH3YPYGIiIgeKadOnQJQ0C3BFI0bN0ZCQgIAwNnZubyKRUREZJXYPYGIiIiIiIiIFLF7AhEREREREREpYtCAiIiIiIiIiBQxaEBEREREREREihg0ICIiIiIiIiJFDBoQERERERERkSIGDYiIiIiIiIhIEYMGRERERERERKSIQQMiIiIiIiIiUsSgAREREREREREpYtCAiIiIiIiIiBQxaEBEREREREREihg0ICIiIiIiIiJFDBoQERERERERkSIGDYiIiIiIiIhIEYMGRERERERERKSIQQMiIiIiIiIiUsSgAREREREREREpYtCAiIiIiIiIiBQxaEBEj6RPP/0Uy5Ytq+hiPBQ+/vhjfPbZZxVdDKJHXmZmJuLi4rBr166KLgoREZHFMGhAVM7Onz8PlUqFzz//vKKL8tj4+uuvMXbsWDzxxBOKn8+ePRshISFQq9Vo0KABACA4OBiDBw9+cIUshqXLUrNmTbz44ov48ccfLZbno+Zhqv/yNHjwYAQHB1d0MUplypQpUKlUFV0Mkzg6OkIIgT59+iA5Obmii2OyitzH5qz7888/h0qlwvnz5y1bqEIe5P55XK5F6enp8PHxwapVq8r0fZVKhSlTpli2UGXUt29f9OnTp6KLQVSuGDQgMpN006L0b8KECRVdPLNdvnwZAwcORK1ateDi4gJ3d3c0adIEK1euhBDC7Pz37duHPn36oHLlyrC3t4ebmxuaNm2KadOm4dq1a6XO78yZMxg5ciTWrVuHhg0bGn2+Y8cOvP7662jRogVWrFiBGTNmmL0ND7unn34akydPxvDhw5GRkWH0uXQM//rrr2atJzU1FVqtFiqVComJiUWm+/7779G6dWv4+PjA0dERISEh6NOnD7Zt22bW+kty8OBBTJkyBampqeW6nvLy559/YsqUKRZ/QJKuV8OGDVP8/M0335TT3Lhxw6LrfhS99dZbaNSoEV5++eWKLgo9pKz9WmQJ8+fPh4uLC/r27VvRRTHbG2+8gQ0bNuD48eMVXRSicmNb0QUgelRMmzYN1apVM1gWERGBoKAgZGVlwc7OroJKZp4bN27g33//Ra9evVC1alXodDrEx8dj8ODBSEpKMuuh+5133kFcXBxCQkIwePBghISE4O7duzh69Cg++OADrFy5EmfOnClVnsePH8eKFSsQHR2t+PmuXbtgY2OD5cuXw97eXl6elJQEG5tHN4765ptv4sCBA3jzzTcxb968clnHunXroFKp4Ofnh1WrVuHdd981SjNnzhy89tpraN26NSZOnAhHR0ecPn0aO3fuxNq1a4usN0s4ePAgpk6disGDB8Pd3d3gM2uo/z///BNTp05FmzZtLN5aQKvVYsOGDViyZInBeQEAa9asgVarxd27dy26zkeVjY0NVq1ahYYNG2Ljxo3o0aNHRRfpofbWW2+VOcD+/PPPo2/fvtBoNBYuVfmy9muRuXQ6HebPn4+xY8dCrVaXKY+srCzY2j4cjzENGzZE48aN8cEHH+CLL76o6OIQlYuH42wjegR06tQJjRs3VvxMq9U+4NIUyMjIgJOTk1l51KtXDz/99JPBstjYWHTt2hULFixAXFxcmX70v/76a8TFxaFPnz748ssvjR5UPvzwQ3z44YfF5iGEwN27d+Hg4CAve+6554r9TnJyMhwcHIzWZ203naWlUqmwdevWcl3HV199hc6dOyMoKAirV682Chrk5uYiLi4O7du3x44dO4y+X5HNuR/1+i9JdHQ0Nm3ahK1bt6J79+7y8oMHD+LcuXPo2bMnNmzYUIEltC7e3t74999/K7oYVsHW1rbMD39qtbrMD50Pq8fhWrR582Zcv37drCb9FXVfVZQ+ffpg8uTJWLJkCZydnSu6OEQW92iHMokeAkWNabBu3TqEh4dDq9UiIiIC3377rVF/459++gkqlcrooV0pz8GDB8PZ2RlnzpxB586d4eLiggEDBgAo6ALQu3dvVK1aFRqNBoGBgRg7diyysrLKvF3BwcHIzMxETk6OvCwzMxN//fWXSU2Y33nnHXh5eRm98Ze4ubkZ9VcMDg7GM888g+3bt6Nx48ZwcHDAxx9/DABYsWIF2rZtCx8fH2g0GoSHh+Ojjz4y+L5KpcKKFSuQkZEhN7eW9qFSP9LU1FSMHTsWwcHB0Gg0qFKlCgYNGmSwfcnJyRg6dCh8fX2h1WpRv359rFy5ssTtBwqCHu+++y6qVKkCR0dHPP300/jjjz8U06ampmLMmDEIDAyERqNB9erV8d577yE/P9+kdZWWdDxdunQJPXr0gLOzM7y9vTF+/Hjk5eUZpb948SL27duHvn37om/fvjh37hwOHjxokObGjRtIS0tDixYtFNfp4+Nj8Hd2djYmT56M6tWry8ft66+/juzsbIN0KpUKsbGx2LhxIyIiIqDRaFCnTh2D7g5TpkzBa6+9BgCoVq2aXP9SU//C9S912di/fz9Gjx4Nb29vuLu748UXX0ROTg5SU1MxaNAgeHh4wMPDA6+//rpRd538/HzMmzcPderUgVarha+vL1588UXcunXLIJ10XO/fvx9NmjSBVqtFSEiIwRurzz//HL179wZQ0N1EKr90bfjuu+/QpUsXBAQEQKPRIDQ0FHFxcYp1paRy5cp46qmnsHr1aoPlq1atQt26dREREaH4vXXr1iEyMhIODg7w8vLCwIEDcenSJaN0u3btQqtWreDk5AR3d3d0795dsQvL/v378cQTT0Cr1SI0NFQ+v0uyYMECqNVqg+beH3zwAVQqFcaNGycvy8vLg4uLC9544w152Zw5c9C8eXNUqlQJDg4OiIyMxPr16w3yj4iIwNNPP2203vz8fFSuXBm9evUyqZzFuXTpEl544QX4+vrKx3DhAUyl34T//e9/mD59OqpUqQKtVot27drh9OnTJq3H1H0sBflCQ0Oh0WgQHByMSZMmGZ1/0vH7008/ydflunXrysfmN998g7p160Kr1SIyMhK//fabwfeVxgsw5ZwGih7TYMmSJahTpw40Gg0CAgIwatQok7sClOYY/Oqrr+Tj39PTE3379sU///xTbP6lvRYBpl3/pfuCOXPmYPHixQgJCYGjoyM6dOiAf/75B0IIxMXFoUqVKnBwcED37t2RkpJisB6pLnfs2IEGDRpAq9UiPDwc33zzjdF2nD17Fr1794anpyccHR3x5JNP4ocffih22yUbN25EcHAwQkNDDZZLvztnz55Fx44d4eTkhICAAEybNs3o+lp4TIMLFy5g5MiRqFWrFhwcHFCpUiX07t3b6NiQjpkDBw5g3Lhx8Pb2hpOTE5599llcv37dqKymHkvt27dHRkYG4uPjTdoHRFZHEJFZVqxYIQCInTt3iuvXrxv8E0KIc+fOCQBixYoV8nc2b94sVCqVqFevnpg7d654++23hYeHh4iIiBBBQUFyut27dwsAYvfu3QbrVMozJiZGaDQaERoaKmJiYsTSpUvFF198IYQQ4uWXXxadO3cWM2bMEB9//LEYOnSoUKvVolevXiZvZ2Zmprh+/bo4d+6c+Pzzz4WTk5No3ry5QRqpvJMnTy42r6SkJAFADBs2zOT1CyFEUFCQqF69uvDw8BATJkwQS5culfdN48aNxeDBg8WHH34oFi5cKKKiogQAsWjRIvn7X375pWjVqpXQaDTiyy+/FF9++aU4c+aMnHdMTIyc9s6dOyIiIkKo1WoxfPhw8dFHH4m4uDjxxBNPiN9++03eJ7Vr1xZ2dnZi7NixYsGCBaJVq1YCgJg3b16J2/PWW28JAKJz585i0aJF4oUXXhABAQHCy8vLoCwZGRmiXr16olKlSmLSpEli6dKlYtCgQUKlUolXXnmlVPtQiXQMHzlyRF4WExMjtFqtqFOnjnjhhRfERx99JHr27CkAiCVLlhjlMWvWLOHs7CwyMzOFEEKEhoaKkSNHGqTJy8sTDg4OIjIyUty8ebPYMuXl5YkOHToIR0dHMWbMGPHxxx+L2NhYYWtrK7p3726QFoCoX7++8Pf3F3FxcWLevHkiJCREODo6ihs3bgghhDh+/Ljo16+fACA+/PBDuf7T09OFEMb1L+2TBg0aiOjoaLF48WLx/PPPCwDi9ddfFy1bthT9+/cXS5YsEc8884wAIFauXGlQrmHDhglbW1sxfPhwsXTpUvHGG28IJycn8cQTT4icnBw5XVBQkKhVq5bw9fUVkyZNEosWLRKNGjUSKpVKnDx5UgghxJkzZ8To0aMFADFp0iS5/FevXhVCCNGjRw/Rp08fMXv2bPHRRx+J3r17CwBi/PjxBmWKiYkxuMZI+2/UqFFi2bJlwsHBQdy5c0cIIYROpxPe3t5i5syZYvLkyQKAfF3T30dPPPGE+PDDD8WECROEg4ODCA4OFrdu3ZLTxcfHC1tbW1GzZk3x/vvvi6lTpwovLy/h4eEhzp07J6f7/fffhYODg6hataqYOXOmiIuLE76+vqJevXqipNuVY8eOCQDi+++/l5d1795d2NjYiMaNG8vLjhw5IgCIzZs3y8uqVKkiRo4cKRYtWiTmzp0rmjRpYpRm2rRpwsbGRly5csVgvXv27BEAxLp164otX0muXr0qqlSpIgIDA8W0adPERx99JLp16yYfrxLpGtuwYUMRGRkpPvzwQzFlyhTh6OgomjRpUuJ6SrOPY2JiBADRq1cvsXjxYjFo0CABQPTo0cMgnXT8+vv7iylTpogPP/xQVK5cWTg7O4uvvvpKVK1aVcyaNUvMmjVLuLm5ierVq4u8vDz5+9Kxpc+Uc1qI+8eg/nEk5RcVFSUWLlwoYmNjhVqtNjrvzN0/7777rlCpVOI///mPWLJkiXxcFz7+CyvttcjU6790X9CgQQMRHh4u5s6dK9566y1hb28vnnzySTFp0iTRvHlzsWDBAjF69GihUqnEkCFDjOqyZs2awt3dXUyYMEHMnTtX1K1bV9jY2IgdO3bI6a5evSp8fX2Fi4uLePPNN8XcuXNF/fr1hY2Njfjmm2+K3cdCCFG9enXx3HPPGS2Xfndq1Kghnn/+ebFo0SL5+vr2228bpC18r7Fu3TpRv3598c4774hly5aJSZMmCQ8PDxEUFCQyMjLkdNIx07BhQ9G2bVuxcOFC8eqrrwq1Wi369OljsI7SHEs6nU44ODiIV199tcTtJ7JGDBoQmUn6AVL6J4TyA37dunVFlSpV5JtzIYT46aefBACzggYAxIQJE4zKKD3I6Zs5c6ZQqVTiwoULJm3nzJkzDbatXbt24uLFiwZpTA0afPfdd4oP1vn5+UaBF51OJ38eFBQkAIht27YZ5SndcOlr3769CAkJMVgWExMjnJycjNIWvlF75513BADFG6D8/HwhhBDz5s0TAMRXX30lf5aTkyOaNWsmnJ2dRVpaWhF7QIjk5GRhb28vunTpIucnhBCTJk0SAAzKEhcXJ5ycnMTff/9tkMeECROEWq02qofSKipoAEBMmzbNIK30sFJY3bp1xYABAwy2w8vLy6D+hLi/X52cnESnTp3E9OnTxdGjR43y+/LLL4WNjY3Yt2+fwfKlS5cKAOLAgQPyMgDC3t5enD59Wl52/PhxAUAsXLhQXjZ79myjBwxJUUGDjh07GtRPs2bNhEqlEi+99JK8LDc3V1SpUkW0bt1aXrZv3z4BQKxatcpgPdu2bTNaLh3Xe/fulZclJycLjUZjcAO6bt06xeuBEMrn+IsvvigcHR3F3bt35WXFBQ1SUlKEvb29+PLLL4UQQvzwww9CpVKJ8+fPGwUNcnJyhI+Pj4iIiBBZWVlyXps3bxYAxDvvvCMva9CggfDx8TEIFB0/flzY2NiIQYMGyct69OghtFqtwTXpzz//FGq1usSgQV5ennB1dRWvv/66EKLgHK1UqZLo3bu3UKvV8rV27ty5wsbGxuChrvC+y8nJEREREaJt27byMinQqX88CSHEyJEjDYJlZTV06FDh7+9v8EAshBB9+/YVbm5ucv7SNbZ27doiOztbTjd//nwBQJw4caLY9Zi6jxMSEhQDu+PHjxcAxK5du+Rl0vF78OBBedn27dsFAOHg4GCwro8//tjoGC4qaGDKOV04aCBdVzt06GAQmFi0aJEAID777DOL7J/z588LtVotpk+fbvD9EydOCFtbW6PlhZXmWmTq9V+6L/D29hapqalyuokTJ8pBGP3rcb9+/YS9vb3B9UGqyw0bNsjLbt++Lfz9/UXDhg3lZWPGjBEADK7Pd+7cEdWqVRPBwcEG+74wnU4nVCqV4sO19Lvz8ssvy8vy8/NFly5dhL29vUHQsvC9htI5eOjQIQFAfoEixP1jJioqyuDaPnbsWKFWq+V9V5ZjqWbNmqJTp05FbjuRNWP3BCILWbx4MeLj4w3+Kbl8+TJOnDiBQYMGGfR7a926NerWrWt2Of773/8aLdPv85+RkYEbN26gefPmEEIYNRUtSr9+/RAfH4/Vq1ejf//+AGDUvaFNmzYQQpQ4DVJaWhoAGPX7u337Nry9vQ3+JSQkGKSpVq0aOnbsaJSn/tgNubm5uHv3LqKjo3H27Fncvn3bpG3Ut2HDBtSvXx/PPvus0WdSU9otW7bAz88P/fr1kz+zs7PD6NGjkZ6ejj179hSZ/86dO5GTk4OXX37ZoGnumDFjjNKuW7cOrVq1goeHB27cuCH/i4qKQl5eHvbu3Vvq7TPVSy+9ZPB3q1atcPbsWYNlv//+O06cOGGwH/r164cbN25g+/btBmmnTp2K1atXo2HDhti+fTvefPNNREZGolGjRgbN1detW4fatWsjLCzMYJvbtm0LANi9e7dBvlFRUQZNXevVqwdXV1ejspbW0KFDDeqnadOmEEJg6NCh8jK1Wo3GjRsbrGvdunVwc3ND+/btDcofGRkJZ2dno/KHh4ejVatW8t/e3t6oVauWyeXXP8fv3LmDGzduoFWrVnKXIVN4eHggOjoaa9asAQCsXr0azZs3R1BQkFHaX3/9FcnJyRg5cqRB3+IuXbogLCxMbqZ85coVJCQkYPDgwfD09JTT1atXD+3bt8eWLVsAFHQb2L59O3r06IGqVavK6WrXrq14vhdmY2OD5s2by+dCYmIibt68iQkTJkAIgUOHDgEo6KoVERFhMPic/r67desWbt++jVatWuHYsWPy8po1a6JBgwb4+uuv5WV5eXlYv349unbtapBHaQkhsGHDBnTt2hVCCIPjpWPHjrh9+7ZBWQBgyJAhBt26pGOnuOOlNPtYqhf9rh0A8OqrrwKAUTP08PBwNGvWTP67adOmAIC2bdsarEtabspxXZZzWrqujhkzxmAwweHDh8PV1bXY5vOl2T/ffPMN8vPz0adPH4P68vPzQ40aNYzOb3OU9vrfu3dvuLm5yX9L+3zgwIEGY0c0bdoUOTk5Rt2JAgICDH73XF1dMWjQIPz222+4evUqgILjo0mTJmjZsqWcztnZGSNGjMD58+fx559/Frk9KSkpEELAw8OjyDSxsbHy/6WuKjk5Odi5c2eR39E/B3U6HW7evInq1avD3d3d6PwBgBEjRhhc21u1aoW8vDxcuHABQNmOJamOiB5FHAiRyEKaNGlS5ECI+qQfpOrVqxt9Vr16dcUfN1PZ2tqiSpUqRssvXryId955B5s2bTLqT23qA3VQUJD88NCvXz+MGDECUVFRSEpKKvUNs4uLC4CCeZr1OTs7y8GWHTt2YPbs2UbfLTxDheTXX3/FtGnT8PPPP+PGjRsG/R9v375tcBNlijNnzqBnz57Fprlw4QJq1KhhNNJ17dq15c+L+y4A1KhRw2C5t7e30c3UqVOn8Pvvv8Pb21sxr/IaQFCr1Rqt08PDw+gY+uqrr+Dk5ISQkBC5X7VWq0VwcDBWrVqFLl26GKTv168f+vXrh7S0NPzyyy/4/PPPsXr1anTt2hUnT56EVqvFqVOnkJiYaPI269/kF1fW0iqcr3QcBQYGGi3XX9epU6dw+/Zto3EaJJYu/x9//IG33noLu3btkoNyktIEzfr374/nn38eFy9exMaNG/H+++8rppOO31q1ahl9FhYWhv3795eYrnbt2ti+fTsyMjJw584dZGVlGZ0P0nelh9jitGrVClOmTEFWVhb27dsHf39/NGrUCPXr18e+ffvQvn177N+/32jwtc2bN+Pdd99FQkKCQX/9wv3s//Of/2DSpEm4dOkSKleujJ9++gnJycn4z3/+U2LZinP9+nWkpqZi2bJlWLZsmWKako4X6ZpR3PFy/fp1k/fxhQsXYGNjY/Q75efnB3d3d6NrW2nOk5LKWVSeQMnnRFHHm729PUJCQoq9Jpdm/5w6dQpCCMW0ACw6W1Jpr//m1kX16tWNjv2aNWsCKBg3wc/PDxcuXJCDEfr0f/uKGgdFov8brc/GxgYhISFFrr8oWVlZmDlzJlasWIFLly4Z3QMUVtI5VJZjSQhhtO+IHhUMGhA9xIr68SlqcDONRmP0AJuXl4f27dsjJSUFb7zxBsLCwuDk5IRLly5h8ODBZR5Ir1evXvjkk0+wd+9ek94E6gsLCwMAnDx50mC5ra0toqKiAKDIkceVAhTnzp3DU089hTp16uCDDz5AUFAQ7O3t8d1332HWrFnlNljgg5Kfn4/27dvj9ddfV/xcuqGyNFNGJRdCYM2aNcjIyEB4eLjR58nJyUhPT1ccTdrV1RXt27dH+/btYWdnh5UrV+KXX35B69atkZ+fj7p162Lu3LmK6y18A1xUWYu6MTVVUfkqLddfV35+Pnx8fLBq1SrF7xd+ADCn/KmpqWjdujVcXV0xbdo0hIaGQqvV4tixY3jjjTdKdfx369YNGo0GMTExyM7ONmt08wetZcuW0Ol0OHToEPbt2ye/fW/VqhX27duHv/76C9evXzdo0bFv3z5069YNTz31FJYsWQJ/f3/Y2dlhxYoVRoNC/uc//8HEiROxbt06jBkzBv/73//g5uZm9jShUv0MHDgQMTEximnq1atn8Hd5He+FmfoAVJrzBDCtnA9qG8siPz9fnpFGqZyWHD2/tNf/8qgLS/L09IRKpTI7oFvYyy+/jBUrVmDMmDFo1qwZ3NzcoFKp0LdvX8VrYHnsj1u3bhUZSCKydgwaED1g0tt6pZGuCy+TIt+FR+ot7m1JYSdOnMDff/+NlStXYtCgQfJyc0f4lbomlKXpf61atVCjRg1s3LgR8+bNM3tayE2bNiErKwsbN25E5cqVDZaXVWhoqFFQo7CgoCD8/vvvyM/PNwjWSM3BlZp1638XKHiLpP9W5fr160Y3U6GhoUhPT5cDKg+TPXv24N9//8W0adPkt0ySW7duYcSIEdi4cSMGDhxYbD6NGzfGypUrceXKFQAF23z8+HG0a9fOYm9uHuQboNDQUOzcuRMtWrQwq+m6vqLK/9NPP+HmzZv45ptv8NRTT8nLz507V+p1ODg4oEePHvjqq6/QqVMneHl5KaaTjt+kpCS5y4gkKSlJ/lw/XWF//fUXvLy84OTkBK1WCwcHB5w6dcoondJ3lTRp0gT29vbYt28f9u3bJ49Q/9RTT+GTTz7Bjz/+KP8t2bBhA7RaLbZv324w1d2KFSuM8q9WrRqaNGmCr7/+GrGxsfjmm2/Qo0cPs6fI8/b2houLC/Ly8sr1HPf29jZ5HwcFBSE/Px+nTp0yOK+vXbuG1NTUYq9tFUn/eNO/rubk5ODcuXPF7t/S7J/Q0FAIIVCtWrUyBW1Lcy160Nf/06dPG70x//vvvwFAnt0pKCioyHNa+rwotra2CA0NLfL6lJ+fj7Nnzxrs18LrV7J+/XrExMTggw8+kJfdvXvX5FkzCivtsZSbm4t//vkH3bp1K9P6iB52HNOA6AELCAhAREQEvvjiC4Pm+Xv27MGJEycM0gYFBUGtVhv1WVyyZInJ65Oi6frRcyEE5s+fb9L3laYgAoDly5dDpVKhUaNG8rLSTLk4ZcoU3LhxA8OHD4dOpzP6vDTRfunmRj+fW7duGU1XVho9e/bE8ePH8e233xZZts6dO+Pq1asG/Zxzc3OxcOFCODs7o3Xr1kXmHxUVBTs7OyxcuNBgW+fNm2eUtk+fPjh06JDR+ABAQUApNze3NJtmUVLXhNdeew29evUy+Dd8+HDUqFFDftuemZkp9y0vbOvWrQDuNwXt06cPLl26hE8++cQobVZWFjIyMkpdVik4VdabyNLo06cP8vLyEBcXZ/RZbm5umcpQVPmVzvGcnJxSXSf0jR8/HpMnT8bbb79dZJrGjRvDx8cHS5cuNWjSv3XrViQmJspdUvz9/dGgQQOsXLnSoNwnT57Ejh070LlzZ3kbOnbsiI0bN+LixYtyusTERMXj/uLFi0ZjNWi1WjzxxBNYs2YNLl68aNDSICsrCwsWLEBoaCj8/f3l76jVaqhUKoPWW+fPn8fGjRsVt/s///kPfv75Z3z22We4ceOG2V0TpDL07NkTGzZsUAxUFnUNLst6TN3HUr0Uvh5JLX8Kdzl6WERFRcHe3h4LFiwwOB+WL1+O27dvF1vu0uyf5557Dmq1GlOnTjX6rRJC4ObNm8WWszTXogd9/b98+bLB715aWhq++OILNGjQAH5+fgAKjo/Dhw8bXM8zMjKwbNkyBAcHK7Y609esWTP8+uuvRX6+aNEi+f9CCCxatAh2dnZo165dkd9Rq9VGdbFw4UKTp50trLTH0p9//om7d++iefPmZVof0cOOLQ2IKsCMGTPQvXt3tGjRAkOGDMGtW7ewaNEiREREGAQS3Nzc0Lt3byxcuBAqlQqhoaHYvHlzqfqwh4WFITQ0FOPHj8elS5fg6uqKDRs2mNw0cPr06Thw4ACio6NRtWpVpKSkYMOGDThy5Ahefvllgz6vhw8fxtNPP43JkyeXOBhi//79cfLkScycOROHDx9G3759Ua1aNWRkZODkyZNYs2YNXFxcih0sSSI1b+/WrRtefPFF3LlzB8uWLUNAQACuXbtm0nYW9tprr2H9+vXo3bs3XnjhBURGRiIlJQWbNm3C0qVLUb9+fYwYMQIff/wxBg8ejKNHjyI4OBjr16/HgQMHMG/ePHnsBiXe3t4YP348Zs6ciWeeeQadO3fGb7/9hq1btxq93X3ttdewadMmPPPMMxg8eDAiIyORkZGBEydOYP369Th//nyRb4TLU3Z2NjZs2ID2frc+dAAAB71JREFU7dsbDIanr1u3bpg/fz6Sk5PlweqefPJJREdHIzAwEKmpqdi4cSP27duHHj16oGHDhgCA559/Hv/73//w0ksvYffu3WjRogXy8vLw119/4X//+x+2b99u0hgi+iIjIwEAb775Jvr27Qs7Ozt07drV7JYuSlq3bo0XX3wRM2fOREJCAjp06AA7OzucOnUK69atw/z589GrV69S5dmgQQOo1Wq89957uH37NjQaDdq2bYvmzZvDw8MDMTExGD16NFQqFb788ssyN7OtX78+6tevX2waOzs7vPfeexgyZAhat26Nfv364dq1a5g/fz6Cg4MxduxYOe3s2bPRqVMnNGvWDEOHDkVWVhYWLlwINzc3g+vE1KlTsW3bNrRq1QojR46UA3B16tTB77//brD+QYMGYc+ePUbb2KpVK8yaNQtubm7ywLI+Pj6oVasWkpKSMHjwYIP0Xbp0wdy5cxEdHY3+/fsjOTkZixcvRvXq1Y3WCRQ8wI0fPx7jx4+Hp6enxd7+zpo1C7t370bTpk0xfPhwhIeHIyUlBceOHcPOnTuRkpJikfWYuo/r16+PmJgYLFu2TO7+cvjwYaxcuRI9evTA008/bZHyWJq3tzcmTpyIqVOnIjo6Gt26dUNSUhKWLFmCJ554osQWT6bun9DQULz77ruYOHEizp8/jx49esDFxQXnzp3Dt99+ixEjRmD8+PFFrqc016IHff2vWbMmhg4diiNHjsDX1xefffYZrl27ZtD6ZsKECVizZg06deqE0aNHw9PTEytXrsS5c+ewYcMGo26ShXXv3h1ffvkl/v77b6OWGlqtFtu2bUNMTAyaNm2KrVu34ocffsCkSZOKHNcBAJ555hl8+eWXcHNzQ3h4OA4dOoSdO3eiUqVKZdoPpT2W4uPj4ejoiPbt25dpfUQPvXKdm4HoMaA0XZ0+pekRhRBi7dq1IiwsTGg0GhERESE2bdokevbsKcLCwgzSXb9+XfTs2VM4OjoKDw8P8eKLL4qTJ08qTrmoNJWgEAVTRkVFRQlnZ2fh5eUlhg8fLk9fVbhche3YsUM888wzIiAgQNjZ2QkXFxfRokULsWLFCoPpioQwfcpFfT/99JPo1auX8Pf3F3Z2dsLV1VU0btxYTJ482WhO9KCgINGlSxfFfDZu3Cjq1q0rtFqtCAkJER988IH47LPPjKa1MnXKRSGEuHnzpoiNjRWVK1cW9vb2okqVKiImJsZgWrRr166JIUOGCC8vL2Fvby/q1q1b4j6V5OXlialTpwp/f3/h4OAg2rRpI06ePKlYljt37oiJEyeK6tWrC3t7e+Hl5SWaN28u5syZU+Lc4yUpaspFpf2kPz3ahg0bBACxfPnyIvOWphKdP3++0Ol04pNPPhE9evQQQUFBQqPRCEdHR9GwYUMxe/ZsgynkhCiY+u69994TderUERqNRnh4eIjIyEgxdepUcfv2bTkd7k0ZWJjSfoyLixOVK1cWNjY2BsdGUVMuFj6vC089WNL+WrZsmYiMjBQODg7CxcVF1K1bV7z++uvi8uXLBuVUOq5bt25tMI2jEEJ88sknIiQkRJ4CTpq67sCBA+LJJ58UDg4OIiAgQLz++uvytHf609sVN+VicYra7q+//lo0bNhQaDQa4enpKQYMGCD+/fdfo+/v3LlTtGjRQjg4OAhXV1fRtWtX8eeffxql27Nnj4iMjBT29vYiJCRELF26VHFKvtatWytOw/jDDz8IAEbTng0bNqzIY3X58uWiRo0aQqPRiLCwMLFixQrFdUpatGihOB2hua5duyZGjRolAgMDhZ2dnfDz8xPt2rUTy5Ytk9NI19h169YZfLeo3xklpu5jnU4npk6dKqpVqybs7OxEYGCgmDhxosEUfUIUffwqHVdSOWfPni0vK2rKRVPO6cJTLkoWLVokwsLChJ2dnfD19RX//e9/DabZLI6p+0eIgmtgy5YthZOTk3BychJhYWFi1KhRIikpqcT1mHotEsK067/SvhWi6GNG6Ron1eX27dtFvXr15HOi8HeFEOLMmTOiV69ewt3dXWi1WtGkSROxefPmErdbCCGys7OFl5eXiIuLM1guXUfPnDkjOnToIBwdHYWvr6+YPHmy0TSOhe81bt26Jf8WOzs7i44dO4q//vrL5Gt7UVNcm3osNW3aVAwcONCk7SeyRiohHoIRZYgIQMGbRG9vb7PHGyAiIiIqjeDgYERERGDz5s3lvq64uDisWLECp06dkrtYDR48GOvXrzeaWelhl5CQgEaNGuHYsWNo0KBBRReHqFxwTAOiCqDT6Yz6If700084fvw42rRpUzGFIiIiInoAxo4di/T0dKxdu7aii2K2WbNmoVevXgwY0CONYxoQVYBLly4hKioKAwcOREBAAP766y8sXboUfn5+eOmllyq6eERERETlxtnZuVTjMz3MHoXAB1FJGDQgqgAeHh6IjIzEp59+iuvXr8PJyQldunTBrFmzyjxoDxERERERkaVxTAMiIiIiIiIiUsQxDYiIiIiIiIhIEYMGRERERERERKSIQQMiIiIiIiIiUsSgAREREREREREpYtCAiIiIiIiIiBQxaEBEREREREREihg0ICIiIiIiIiJFDBoQERERERERkSIGDYiIiIiIiIhI0f8BbZWF+dco8dcAAAAASUVORK5CYII=\n"
+          },
+          "metadata": {}
+        }
+      ],
+      "source": [
+        "time = np.arange(len(file1_data)) / file1_sample_rate\n",
+        "data = file1_data / np.iinfo(file1_data.dtype).max\n",
+        "title = 'Gráfico de `' + str(file1_name) + '` en dominio de tiempo (piano)'\n",
+        "\n",
+        "graph_data(time, data, title, 3, 1.13, 0.17);"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "id": "F8jmzzKSPacb",
+      "metadata": {
+        "id": "F8jmzzKSPacb"
+      },
+      "source": [
+        "Dicho intervalo de tiempo corresponde a la primera nota que puede escucharse en el archivo, producida por un piano, instrumento armónico. Si ampliamos el intervalo aún más, podremos distinguir la duración aproximada de un período (Figura 4)."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": 11,
+      "id": "yudC1ja8nIS9",
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 586
+        },
+        "id": "yudC1ja8nIS9",
+        "outputId": "4e7ac0ed-e4c6-4fe0-a100-d896df9f94f5"
+      },
+      "outputs": [
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "<Figure size 1200x600 with 1 Axes>"
+            ],
+            "image/png": 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\n"
+          },
+          "metadata": {}
+        }
+      ],
+      "source": [
+        "time = np.arange(len(file1_data)) / file1_sample_rate\n",
+        "data = file1_data / np.iinfo(file1_data.dtype).max\n",
+        "title = 'Gráfico de `' + str(file1_name) + '` en dominio de tiempo (piano)'\n",
+        "\n",
+        "graph_data(time, data, title, 4, 1.138, 0.016, 1.14228, 0.0039)"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "id": "38xvvvq7sDbC",
+      "metadata": {
+        "id": "38xvvvq7sDbC"
+      },
+      "source": [
+        "Dicho periodo es de aproximadamente 3.9 milisegundos, lo cual corresponde a una frecuencia fundamental de unos 256 Hz. En música, una frecuencia de 256 Hz se acerca más a una nota `DO` de la 4° octava.\n",
+        "\n",
+        "A su vez, en la Figura 5, podemos observar visualmente una nota producida por un saxofón. como es propio de instrumentos de viento, sus notas son más fuertes y resaltantes que las del piano así como de mayor energía como evidencia los picos del gráfico."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": 14,
+      "id": "lX46VNJYsC6w",
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 586
+        },
+        "id": "lX46VNJYsC6w",
+        "outputId": "6414759a-a27a-4ed4-bc8e-1220551517e9"
+      },
+      "outputs": [
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "<Figure size 1200x600 with 1 Axes>"
+            ],
+            "image/png": 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YLBYMDAzAaDRq7SODwSC8Xi/cbjdbSpK0kWUZTqcT/f39qKys1ESsfISiAiGEEEIIIYSkiCRJaGpqQltbGy5evKg9LssyXC4XiouLIUnSFJ4hmQ5UVlaisbFxqk8jLhQVCCGEEEIIISQNioqKsHjx4ogSCJ/Ph9dffx3XX399XlvWSf5jNBrz2qEgoKhACCGEEEIIIWmi0+lgNpu1v+v1evj9fpjNZooKZEbAIh9CCCGEEEIIIYSkBUUFQgghhBBCCCGEpAVFBUIIIYQQQgghhKQFRQVCCCGEEEIIIYSkBUUFQgghhBBCCCGEpAVFBUIIIYQQQgghhKQFRQVCCCGEEEIIIYSkBUUFQgghhBBCCCGEpAVFBUIIIYQQQgghhKQFRQVCCCGEEEIIIYSkBUUFQgghhBBCCCGEpAVFBUIIIYQQQgghhKQFRQVCCCGEEEIIIYSkBUUFQgghhBBCCCGEpAVFBUIIIYQQQgghhKQFRQVCCCGEEEIIIYSkBUUFQgghhBBCCCGEpAVFBUIIIYQQQgghhKQFRQVCCCGEEEIIIYSkRcGJCo899hjmzZsHs9mMDRs2YN++fTGPfe973wtJkib8ed/73qcd8+lPf3rCz2+77bZc/CqEEEIIIYQQQkhBY5jqE0iFZ555Blu3bsXjjz+ODRs24Ac/+AE2b96MM2fOoL6+fsLxf/jDH+D1erW/Dw0NYfXq1fjoRz8acdxtt92G//iP/9D+bjKZsvdLEEIIIYQQQggh04SCcip8//vfx/333497770Xy5cvx+OPPw6LxYJt27ZFPb66uhqNjY3anx07dsBisUwQFUwmU8RxVVVVufh1CCGEEEIIIYSQgqZgnAperxcHDhzAQw89pD2m0+mwadMm7NmzJ6nXePLJJ3H33XejpKQk4vHdu3ejvr4eVVVVuOmmm/D1r38dNTU1MV/H4/HA4/Fof7fZbAAAn88Hn8+Xyq9FSEqI8cVxRrKN3+8HAMgBP+SANMVnQ6YzcsAf8d/knydDDgTh9/ngK6w9EjJF8B5KcgXHGskV+TLGCkZUGBwcRCAQQENDQ8TjDQ0NOH36dMLn79u3D8ePH8eTTz4Z8fhtt92GD33oQ5g/fz5aW1vxT//0T7j99tuxZ88e6PX6qK/1jW98A1/96lcnPL5r1y5YLJYUfitC0mPHjh1TfQpkhuA89hacU30SZEZgPfxmWs977XiGT4RMe3gPJbmCY41kG6czP2ZpBSMqTJYnn3wSK1euxFVXXRXx+N133639/8qVK7Fq1SosXLgQu3fvxs033xz1tR566CFs3bpV+7vNZkNLSwtuvPHGuA4HQiaLz+fDjh07cMstt8BoNE716ZBpzKjLi7d2vQLLymtgKuJYI9lDDvhhPfwmKtdcC0mf/LTEG5Dh8gdxXVMJSox0KpDE8B5KcgXHGskVQ0NDU30KAApIVKitrYVer0dfX1/E4319fWhsbIz7XIfDgd/+9rd45JFHEr7PggULUFtbi/Pnz8cUFUwmU9QwR6PRyAsHyQkcayTbGHxBAICkN6S00CMkXVIdaxJkSHIQBqMRRooKJAV4DyW5gmONZJt8GV8FcxcuKirCunXrsHPnTu2xYDCInTt3YuPGjXGf++yzz8Lj8eATn/hEwvfp7OzE0NAQmpqaJn3OhBBCCCGEEELIdKZgRAUA2Lp1K5544gk8/fTTOHXqFB544AE4HA7ce++9AIB77rknIshR8OSTT+Kuu+6aUJpgt9vxhS98Ae+88w7a29uxc+dO3HnnnVi0aBE2b96ck9+JEEIIIYQQQggpVArK0/qxj30MAwMDePjhh9Hb24s1a9bgxRdf1MIbOzo6oNNF6iRnzpzBm2++iZdffnnC6+n1ehw9ehRPP/00rFYrmpubceutt+JrX/ta1PIGQgghhBBCCCGEhCgoUQEAHnzwQTz44INRf7Z79+4Jjy1duhSyLEc9vri4GC+99FImT48QQgghhBBCCJkxFFT5AyGEEEIIIYQQQvIHigqEEEIIIYQQQghJC4oKhBBCCCGEEEIISQuKCoQQQgghhBBCCEkLigqEEEIIIYQQQghJC4oKhBBCCCGEEEIISQuKCoQQQgghhBBCCEkLigqEEEIIIYQQQghJC4oKhBBCCCGEEEIISQuKCoQQQgghhBBCCEkLigqEEEIIIYQQQghJC4oKhBBCCCGEEEIISQuKCoQQQgghhBBCCEkLigqEEEIIIYQQQghJC4oKhBBCCCGEEEIISQuKCoQQQgghhBBCCEkLigqEEEIIIYQQQghJC4oKhBBCCCGEEEIISQuKCoQQQgghhBBCCEkLigqEEEIIIYQQQghJC4oKhBBCCCGEEEIISQuKCoQQQgghhBBCCEkLigqEEEIIIYQQQghJC4oKhBBCCCGEEEIISQuKCoQQQgghhBBCCEkLigqEEEIIIYQQQghJC4oKhBBCCCGEEEIISQuKCoQQQgghhBBCCEkLigqEEEIIIYQQQghJC4oKhBBCCCGEEEIISQuKCoQQQgghhBBCCEkLigqEEEIIIYQQQghJC4oKhBBCCCGEEEIISQuKCoQQQgghhBBCCEkLigqEEEIIIYQQQghJC4oKhBBCCCGEEEIISQuKCoQQQgghhBBCCEkLigqEEEIIIYQQQghJC4oKhBBCCCGEEEIISQuKCoQQQgghhBBCCEkLigqEEEIIIYQQQghJC4oKhBBCCCGEEEIISQuKCoQQQgghhBBCCEkLigqEEEIIIYQQQghJC4oKhBBCCCGEEEIISQuKCoQQQgghhBBCCEmLghMVHnvsMcybNw9msxkbNmzAvn37Yh771FNPQZKkiD9mszniGFmW8fDDD6OpqQnFxcXYtGkTzp07l+1fgxBCCCGEEEIIKXgKSlR45plnsHXrVnzlK1/BwYMHsXr1amzevBn9/f0xn1NeXo6enh7tz8WLFyN+/u1vfxs/+tGP8Pjjj2Pv3r0oKSnB5s2b4Xa7s/3rEEIIIYQQQgghBU1BiQrf//73cf/99+Pee+/F8uXL8fjjj8NisWDbtm0xnyNJEhobG7U/DQ0N2s9kWcYPfvADfOlLX8Kdd96JVatW4Re/+AW6u7vx3HPP5eA3IoQQQgghhBBCCpeCERW8Xi8OHDiATZs2aY/pdDps2rQJe/bsifk8u92OuXPnoqWlBXfeeSdOnDih/aytrQ29vb0Rr1lRUYENGzbEfU1CCCGEEEIIIYQAhqk+gWQZHBxEIBCIcBoAQENDA06fPh31OUuXLsW2bduwatUqjI6O4rvf/S6uvvpqnDhxArNnz0Zvb6/2GuNfU/wsGh6PBx6PR/u7zWYDAPh8Pvh8vrR+P0KSQYwvjjOSbfx+PwBADvghB6QpPhsynZED/oj/Jv88GXIgCL/PB1/h7JGQKYT3UJIrONZIrsiXMVYwokI6bNy4ERs3btT+fvXVV+Oyyy7Dv//7v+NrX/ta2q/7jW98A1/96lcnPL5r1y5YLJa0X5eQZNmxY8dUnwKZITiPvQXnVJ8EmRFYD7+Z1vNeO57hEyHTHt5DSa7gWCPZxunMj1lawYgKtbW10Ov16Ovri3i8r68PjY2NSb2G0WjEFVdcgfPnzwOA9ry+vj40NTVFvOaaNWtivs5DDz2ErVu3an+32WxoaWnBjTfeiJqammR/JUJSxufzYceOHbjllltgNBqn+nTINGbU5cVbu16BZeU1MBVxrJHsIQf8sB5+E5VrroWkT35a4g3IcPmDuK6pBCVGOhVIYngPJbmCY43kiqGhoak+BQAFJCoUFRVh3bp12LlzJ+666y4AQDAYxM6dO/Hggw8m9RqBQADHjh3Dli1bAADz589HY2Mjdu7cqYkINpsNe/fuxQMPPBDzdUwmE0wm04THjUYjLxwkJ3CskWxj8AUBAJLekNJCj5B0SXWsSZAhyUEYjEYYKSqQFOA9lOQKjjWSbfJlfBXUTHHr1q341Kc+hfXr1+Oqq67CD37wAzgcDtx7770AgHvuuQezZs3CN77xDQDAI488gve85z1YtGgRrFYrvvOd7+DixYu47777ACidIT73uc/h61//OhYvXoz58+fjy1/+MpqbmzXhghBCCCGEEEIIIdEpKFHhYx/7GAYGBvDwww+jt7cXa9aswYsvvqgFLXZ0dECnC+1WjIyM4P7770dvby+qqqqwbt06vP3221i+fLl2zBe/+EU4HA585jOfgdVqxbXXXosXX3wRZrM5578fIYQQQgghhBBSSBSUqAAADz74YMxyh927d0f8/dFHH8Wjjz4a9/UkScIjjzyCRx55JFOnSAghhBBCCCGEzAhYhEgIIYQQQgghhJC0oKhACCGEEEIIIYSQtKCoQAghhBBCCCGEkLSgqEAIIYQQQgghhJC0oKhACCGEEEIIIYSQtKCoQAghhBBCCCGEkLSgqEAIIYQQQgghhJC0oKhACCGEEEIIIYSQtKCoQAghhBBCCCGEkLSgqEAIIYQQQgghhJC0oKhACCGEEEIIIYSQtKCoQAghhBBCCCGEkLSgqEAIIYQQQgghhJC0oKhACCGEEEIIIYSQtKCoQAghhBAyzTnfP4ajndapPg1CCCHTEIoKhBBCSIaQZRn7zvWjd8Q51adCiIYvEMTH/v0dfPinb+PikGOqT4cQQsg0g6ICIYQQkiEOtw3h37afxKN/Og5Zlqf6dAgBAJzqsWHI4YUvIOP3Bzqn+nQIIYRMMygqEEIIIRninbP9AIDuYSfa++1TfDaEKOxvH9H+//cHuxAMUvAihBCSOSgqEEIIIRnA5w/iYNuQ9vc9Z/um8GwICXHgYkhU6LK6sOfCUJyjCSGEkNSgqEAIIYRkgOMdw3B7A5Ak5e/vnOnnjjCZcmRZxv6LwwCAZY1lAIA/HOyaylMihBAyzaCoQAgpSNoHHfjn50+gk4F4JE/Yd34AAHDj5U2wFOkx4vDiTLd1ak+KzHg6R1zos3lg0El48KZFAJSMBULygeePdOO2H7yOnafo7CKkkKGoQAgpSB595Syeersd//tXB+EPBKf6dAjByUtWAMCGJfVYPa8GAHC2m4s3MrWI0ofLZ1VgSYPiVLhEMZbkCU+91YbTvWP4m6f34z/eapvq0yGEpAlFhWnAqNMHh8eftdd/dv8lfPm543D7All7D0JSQZZlvHVeqQk+0jmKx19rneIzIjOdoCzD6vAAAJqqLGiutgAA+qyuqTwtQnCk0woAWDunErOrigEAY24/Rp2+KTwrQhQ6hkPXyH954VRW57OEkOxBUaHAuTjkwPXf2YU7/u1NBLJQu+vxB/CV50/gl+9cxC/3XMz46xOSDmf77Bi0e7Ta9R/uPIcRh3dqT4rMaOwuH4IyIAEoKzaioVJZvPWNUlQgU0u/TRG75lRbYCkyoLa0CADdCmTqcXkDGLQr41MnAf6gjLZBxxSfFSEkHSgqFDD+QBCff+YwRl0+XBh0YF/bcMbf48DFETi9ikPhJ7vPY8zNnQ2SHF5/EP02d1Ze++3WQQDAtYtqMa/GAl9AxrGu0ay8FyHJMOpURK3SYiMMel1IVLBy4UamliHVQVNdoogJs6sUF82lYY5NMrVcHFYEhIpiI9bNrQIAtA6wFS8hhQhFhQLmyTfbcLDDqv39z8d7Mv4er58d1P5/xOnDtjfbM/4eZHryd785hA3f2IlvvXgavgxnHojSh6sX1mJ5czkA4HQva9dJ8gyNuXE+g2PGqjplKizKwk2ICqNOH1xe2nnJ1DHiUDYDhKjQopbm0KlAppq2AUVUmFdbggW1pQCA1gE6FQgpRCgqFDB/PKS0hLrt8kYAwJ+P92a8fdnrZ5U085uW1QMAnjvMNlQkMTa3D6+c6oMsAz/d3YrPP3M4Y6/tDwSxV+2xfs2iGlzWqIgKp3rGMvYeZHrj9Qfwtf86hEeeOYiLA5kZN8KpIESFEpMRZcVGAEA/SyDIFDKkCl6aqKDmKnSOcFySqaVtSBEQFtSWYEFdCQDgAp0KhBQkFBUKFJvbhzN9ymT4y3csR5nZgIExDw50jGTsPQbGPDiptp36wualAJQMBwY2kkS8fnYA/qCMKouyqPrz8d6MjZuzfXaMefwoMxtweXMFLmsSogKdCiQ5dhzpwpDdAxnAnjP9GXlNISpUqgs3AGioUBZvvQxrJFNEMChjRB2bNSUmAGFOBZY/kCmmXc1PmFdTggV1ilPhAp0KhBQkFBUKlMMdVsiyErw0q7IYt1zWAAB4+URvxt7jTbXn+uXN5VjWWIaKYiOCMhiiQxLy6illofbR9S2oLS1CIChrAtVk6VF3fefWWKDXSbhMLX8432+H18/WkiQ+Lo8ff9rfof393fMDkOXJO7xGx5U/AAjLVaCoQKYGm9unhThXlSgib4vIVKBTgUwxYj45r9aiORXaBh0Zd90SQrIPRYUCRfSdFsE271mg9ETPpAVcvNZV86shSRIW1ysq8rl+WtNIbAJBGbvU3d+bl9VjxawKAMDxDAUp9qlJ5o3lZgBAc4UZ5WYD/EEZ5zk2SQJeO9kDu9uPxspiFBl06B9142IG7LZWUf5QQlGB5A+i9KHMZIDJoAcAtFSL8gdnRgQ1QtKlbVBxyyyoLcWcagsMOgkuXwC9WQp5JiQV2gfpzk4FigoFykG1zGGtKiosblAW/Gf7MicqdKm7GGJXQ7zH+Qy+B5l+HOoYwYjTp6U5r1JFhaOdmRIVlMlGvSoqSJKEZSyBIEnS2qtcv65b3ojV86oBAPvODUz6dW3OKE6FCooKZGoZFnkKpaFx2VRRDEkC3L4gBtR2foTkmjG3T2snOa/WAqNehzlqaQ5LIMhU89b5Qbz3u7tx03d3Y/uxzAfhT0coKhQggaCMQ2rXh3VzFFFhkeoi6B/zYNSZmbaPXepEuFndbVtUXwaATgUSnz2tSojitYtrYdDrMu5U6B9TRIWGMrP22HKKCiRJLg0q1685taW4clEdAOBw29CkX1c4FSrDRIVG4VRgUCOZIobskSGNAFBk0KFJFWUvDXNskqmhXXUp1JaaUGZWSnO0sMZBzjPJ1PJu+zAAoHvUjf/1q4PYr/6dxIaiQgFytm8Mdo8fpSYDljYqC/0ysxHNFcok4Vx/ZpwEQlSYpYkKLH8giTmqigdXtFQCAFbNVv57tm8MLu/kbWS9o6qoUG7SHrusSfkenO6li4bExusPoEdtozenrhSLmxTBq3vECf8k255qmQpRyh+sDi/cbCtJpgDhVKgJG5cAMFvdEe5kW0kyRXSrYutstRsJAIY1krxh/FrnzfODU3QmhQNFhQLkRLeyG7tyVgX0Okl7fHGDsrA62zf5Rb/HH8DAmGJLm6Ve8EWmQvugg4F4JCZHO60AgNWqqNBQbkJdmQlBGRkJaxSZCg3lIafCssaQU4E1wiQWXUNOBGWg1GxAVUkRaspMKC7SIxCUNbEhHfyBIOxuRTSoUDueAECJOdRWkh0gyFQw7FCul9XjRAUtrJEdIMgUIdxd4WNzQa3iVGhlW0kyxbSqosI1i5TMOrH2IrGhqFCAtKm2sIX1JRGPh4IUJ79bK3aDzUad1hawqcKMkiI9/EEZF4eoIpOJ9Nnc6LN5oJOUriGAknmwUi2BOKYKDpNBK38IExWWNpZBJymhZEIMI2Q8ovShpbYUkiRBkiTMrlGuo52TuKaJPAW9TkKJ2RjxsyZ18TYZ0YKQdBl2KOWQ1SWmiMdDYY0Uu8jUYFVLdSuLQ9dMOhVIPhAIyrigdia5c80sAMBJigoJoahQgIg6tHk1kaLCEtWpcC4DTgUR0thcWQxJUtwQkiRhUQNzFUhsRBjj4voyWIoM2uPL1DKd1klOFHyBIAbVGuHw8gezUY/56g7HKZZAkBh0hOUpCFrU6+ilSbTKFTtu5RYjdJIU8bMm1enVnWBH+OLAGF440IHf72mbdCkGIYKQUyFS7Aq1laTYRaaGESEqhOXQiEyF7lEXU/fJlHFp2AmvPwiTQYfNyxsBKCXhI2o5GYkORYUCRPT1FYsogejOkAmnwvg8Be09hBsiA8IFmX4IJ8LK2RURj7dUZ2YCK1wIRr2EKkuknfcyhjWSBHSo1845daFr52z1OnppEk4FkadQOW5MAmFOBWvssX/i0gi+9OsD+O2bF/Dcvot4/WRv2udCChtfIIh3LgwhGMxMGZdoKTnRqSDKH+hUIFPDqEtcN0OCV01JEcrNBshyaK5LSK4RG6cL6kpRYTFqXUkyUcI7naGoUGDIsox2dfI7b5yoIIIU+2wejLom1wGi26pYzGOKChkKgyTTiyOqU2HVeFEhQ/W7WjvJMjN0usgdYYoKJB6yLEd0fhDMrlH+v3MSaeOjUdpJCoSo0BvHZn7sopIqbdQrY/pI++S7UZDC5Ot/Oom7f/YOfrjzXEZeL1ZQoyh/6La6EIgjYIw6fbC5M9NRihQ2Lm8go5lFI2ppTlWYqCBJEksgyJRzXhUVxJpHlPOe6M5MF7PpCkWFAqN/zAOnNwCdFFqoCcI7QJyfZHlCl7qr1jxeVFDdEJN9fTL9kGUZx7qEqFAZ8bPw+t3JTEpESGN9uWnCz7QOED0UvMhERhxe2N1+6CSguTp07RSZCoNjHrg86XVoEG18y+M5FUacCMYY++d7FSHsvSuaAQDHO0bgYxjujKNn1IXf7LsEANj2ZtukNweAkKgwPqixocwMo16CPyijJ0bLU5c3gNt/+Dqu/Por+P7LZ2hHn8Gc6rFh/dd34ObvvYbXzg5k5DVHYoixWltJhjWSJDjVY8Pb5wczKniJNc6iCaICN63iQVGhwBB2sJZqC4oME//55or64EnuCMd2KigLtwuDDtb9kgj6bB4MO7zQ6yQtQ0HQXFkMnQR4/MFJBSmKkMbGsJBGgXAqtA7Y4fFz8ksi6VGvifUVxSgy6LXHy4qNqFQXXJ3D6e2MOTzK4q90XEgjANSVm6HXSfD6gxiOMvYDwSDa+hQh7MYVTagsKYLXH8TpLmta50IKl5+9fgFe9b465vHjF2+3T+r1ZFkOK3+IXLjpdJJ2f49VAvHOhSF0j7rh8Qfxo1fP45t/Pj2p8yGFy492noPDG8CFQQc+tW0fXs+AsCBEs3CnAgAsFE4Flj+QBHRbXfjQT97GX/58Lz77ywOaiDpZzg+MFxUU9y1FhfhQVCgw2tWL7PiQRoGo++mYtKgQCmoMZ1ZlMcxGHbz+IC4xNZqEcVZdGM2tscBs1Ef8zKjXoalCncBOIldBdCVpiCIqNJabUWkxwh+U42Z+9Nvc+N2BTuxppcV8JtGtjrtwl4KgZZIdIFxeRcQqNukn/Myg16FBHfvROkB0DimBUMVFesyqKcHqedUAWAIx0xhxePGbfR0AgL9YPxsA8ORbbZNyBzi8Aa39c03pRBdNoqwbsSMt2vz99+EubibMQM732/HiCSXn5ar5yvXphaM9k35d4VQYn48kxhudCiQR337xNFzqNfLlk3348n8fn/RryrKstZMUooLYtLrATau4UFQoMNqGooc0CubUKJOEi0PpL9xkWY4Z1KjTSdqX7FwfbeYkhBAVltSXRf357Kr4u2LJEK/8QZIkXNYYv+7t6bfbcdW/7sT/ffYIPvnkXk2kINMfsaBvrJooKtSri/5BW3rjweVVyiaKwzqehNOojv3eKGGNrWrpw4KGMugkCavnKT2xj7QPp3UupDDZ1z4Mty+IhXUl+NcPrkRNSRGsTt+kMmKG1U45ZqMuohuPYLb6XeiMsQnx+jlFVPj8LUtQZTFixOnDvjaOy5nGv7/WClkGblnegAduWAgAeKdt8qKnaClZURzpVAjPVIhlae+zubHzVF/GAk1J4XGwYwTPHe6GJAEP3b4MAPD62YG4GTHJ4PIFYFdLIcXGakO5CaUmA4Ly5NZX0x2KCgVGyKkwcWIMhCc6pz/ohx1eePxBSBLQWDFxR1iUQLCtJAlHuAOWNJRG/XkmxqYof2gomzguAWDNnEoAwMGL1qg/f+ZdpV5Z1BL/4VBn2udCCgshKjRHERWqSxWRasSennXS5VGdCkUTnQpAKFchWltJISosVAWxy1uqAAC9VhdsTravmikcVTvnrJ9bDYNeh+VqDe/pSbTIFTvB1VGyPoDIrJvxdI44cWHAAb1OwvVL6nDL8gYA0HasyczAHwhi+zHFlfDZ6xdg/bwq6CRlYTUZUd7lDcCjumiqxpXmzK2xQJKUEqABe/Ryyb/7zSH8zdP78a2XWJIzU/nPdy4CAD50xWz8zbXzUWoyYMztn3RY95A6Dygy6FCi3tMlScJCdUO1lWufmFBUKDBEpsL4zg+CTJQ/iJqkimJj1NwG4VRIJqxxyO6hXXKGcFbtCLK4IbpTIRN90UUeQ13ZRKcCAKydoyzIDnaMTPjZqNOHU+oC7u9vXgwA+N3+zoyG+5D8RWQqNEUTFdTxNBxjApsIdwKnwlx15+1010QHzXhRwWIyoEl1NrSxy86M4ajonNOi1O6KXJrTk5ggO9TdtlJz9HEZ75r8xrlBAMCalkpUFBtx2wqlV/tLJ3q5OzyDON07Boc3gDKzAWvnVKHMbNTqy/dOwq0gBC+DTtIWbgKzUa+NzWjzzC6rC3tVx8y/v3YBvz/AzYGZyIGLyjzvjtVNMOh1WD9Pmf9N1k0V3jFHkkJdxhaqAaIMqo8NRYUCQpZlTSxIlKnQa3OnXYs54hThOdF3N5JpK3mscxSf+PlerPv6K3joD8fSOg9SOMiyjPOaUyGGqFA9+fKHMbcySR5vlxSsVZ0K5/rtE5LT97UPQ5aVZOlPXzMfxUY9Lgw6cLDDmvb5kMLA7fVjSBUMookKVSWqU8GRnqjg9MZ3KqycWw2dpGQ2DNhC49/p8WvuBSEqAMCCBrV+kyVmMwJZlnHkkhUAsFrtnLOscfJOBWHhjVb6AITcY9E2Id48r4gK1y2uBQBcs6gWpSYD+mweHI0ijpHpybtqGda6uVVaG+cNaq7COxfSX7yJ0odKS+TCTbBcrWE/HmWsvXC0GwBQrGY3ffV/TnDzaoYxMObRyhCuUDeTRN7HpEUFZ/RwWxEg2sqsj5hQVCggRl0+uH3KhTNaWQKgpOiWmpQJRDRLYzJYnSGnQjTETvT5fnvUHQu3L4B7tu3VJiW/O9iJi2kGoJHCoGfUjTGPHwadFDPvI1EoWDLYVKGgPMbYrCk1aaVBh8a5FfZeUHZVNsyvQanJgNtXKjtvzx3qSvt8SGHQq2bElBUbURZl7EzWqZAoU6HUbMRidXfv0IXQ7t6FPhtkKB0iwtuqzVevsRQVZgbtQ07Y3H4UGXRYqjoUlokWub1jabuphNgl5gTjWVBXAklSsmpEaZlAlGNcqQaHmgx6bTF58OJEJxiZnuxX/63Xz63SHtuwQMl9mYxTQcwzKy3R7+XCsXPk0kRR4U9qSOQ/3r4MFcVG2Nx+rZ01mRkIN+qShlJtrSKuT8oGUvpuKpFFM15UEC7t1gGuZ2JBUaGA6FVDxKosxgnp+gJJksJ2H9Ib+FZn9DY/gjnVFpiNOrh9QbRHEQvebh3EiNOH+jITNsyvhiwrPbfJ9OWMuviZX1sStWQGCFlte0bdae0qBIMy7OrirSyGnRcA1s4VJRDWiMeFXfI9C5Qbz63LFVHhXQbiTXu645Q+AKGaXrc3AJe6u5sKovuDJcbiDQCumK9MxA+FTcRb1V3ocJcCoIQ2AkBbn43lOTMAsYBf3lQOo165fi6qL4VeJ2HU5dPu/akScipEny+Um42aI+LdtpBQYHV6NUfZClUMA4DVLZUR50umN7IsY796f1yviksAcKVqM78w4MCY2xf1uYmwxmgnKRCOnSPjxtrFIQeOdo5CJwFbVjZp9/M9F9gtZyYhhM11YWLXylmVMBl0GHZ4J+UmGI7RhjfcqRCvBGwyHXsKnYITFR577DHMmzcPZrMZGzZswL59+2Ie+8QTT+C6665DVVUVqqqqsGnTpgnHf/rTn4YkSRF/brvttmz/GmnRo4biNFYUxz1urhAV0kwotbqEghy9/EGvk7BUnYicjFLv+fKJPgDAbSsa8Xdq7fp/7e/UlGky/RCdQGKVPgBAfZkJRQYdAkFZG8upMObxQ6yv4ooKqhUu3Klgc/u0jhAb1MXdFWqpxNm+MTi9qS8kSeEQL6QRAMxFBm3hNZxiCYQsy2FOheiLNwBYu0CxkZ/qtGrCxXktTyHyezO3rhQ6SckBSdc9QQoHsRu7enZoAW8y6LXWeumWQIjrWiynAgBcpS4Qw8VVses7r8aCirBFnxAVjnRyV3gm0DniQp/NA4NO0hb5gDI3LFfvwemGNY5ojtjo88yV6nehc8Slla4BwO4zSkeSDfNrUFdmwkbVNcEW0TMLkacg5nuAEqwoxulknCtDMUSFuTUWGHQSnN5ATKF3x8k+XPbwi/ji745MugtFIVJQosIzzzyDrVu34itf+QoOHjyI1atXY/Pmzejv7496/O7du/Hxj38cu3btwp49e9DS0oJbb70VXV2RdufbbrsNPT092p/f/OY3ufh1UqZPiApR2umFI9pKdqRZuz6i1bpFV5AB4PJm0bovUlQIBGXsOKmICrcub8TVC2uwrLEMLl9Ae5xMP0Tnh8UxOj8ASjvSOjVlP1aiczzEjojJoIPJEGfxpokKVs0Rsb99GEFZmSSL0qGGcjMay80IysDxrsmlBZP8RogKTdXRRQUAqBIlEGOpjU2PP6iJXeYY5Q+A4pJorCxGIChjz9l+pRe2KiosGudUKDLoMVvNzWEJxPTnWJcVALAqbOEGAMvUuvLTPemNAbvalaQkjqhwZZQ6ZBEauXLc+QjRo23QwU2CGYBYuF0+q2KCYCpa7XWnKSokcsSWm41YoAbjhWd4CNv7e1Qx4epFilj7bvswvH7mKswEPP6ANibCnQoAMFvN7kpn40owIkSFcRurRr0Oc9X1VTQnhCzL+N7LZyDLykbq5545PONCbQtKVPj+97+P+++/H/feey+WL1+Oxx9/HBaLBdu2bYt6/K9+9Sv8r//1v7BmzRosW7YMP//5zxEMBrFz586I40wmExobG7U/VVVVUV9vqhHKWCKnQrzwpWTQAnRiKMhAKETn5DhR4WDHCIYcXpSbDdiwoBqSJOHqheoOXZoTI5L/iPyOuTFanQpE14aBFBduAGBzKbtusfIUBEsby1BlMcLu8WvWyb1qoJRwKQhWa3Wb1pTPhxQOIlOhsTL2tbM6zbBG4TqQJEXwisem1bMAAC8c6ECf1YUxlw96nYQ5dRPFOBHW2EZRYVojy7ImGog2kgKtA0RveqKn6P5gMcUWYa9Sbe2nem1auO0x0YliVkXEsZWWIi2z5ijdCtMe4fZbN2finFiI872jk8vuird5pZVAhN2fhaiwdq7ys8X1pagtLYLbF8Rh3sdnBKd7xuD1B1FlMU7I8GpW10c91vRFBc2pUDpxDRSv+93r5wZxuncMZqMORr2E/znSjbdnmIMmtnydZ3i9Xhw4cAAPPfSQ9phOp8OmTZuwZ8+epF7D6XTC5/Ohuro64vHdu3ejvr4eVVVVuOmmm/D1r38dNTU1MV4F8Hg88HhCE0+bTbnh+3w++Hzp1ZclQ7e621ZXaoz7Ps3lyhehY8iR1vkM25UvY7lZF/P5S+uVicWJ7tGIY146rgTo3Li0DggG4AsGsEQ99mS3Naufz0xAfH759jl2qmOzobQo7rnVligTiL5RZ8q/w4hDDdsz6RM+d+OCamw/3ofXTvdjVXMZ9rQqoaHr51ZEPHdlczleOtGHQx3D8PlaUjqf6Y7fryxI5IAfcmBiOnehIMsy+lRRob6sCHIgeqmLyFUYtrliHhMNp1u5FxQX6YFgAPH2JW5YVof/3tuO/lE3/vO1cwCAubUlMEryhPdsqVEmR11D9pTOpxARv1+qv6cckCEHgvD7fPAV1h6Jhgi51esktFSaIq5P89Vdt7ZBe1rXfLtbmRwXG2Lfy6uK9ZhbbcHFYSf2XRjAe5fUaZkJlzWWTHjeylnlaB9y4uDFYWycX5nyOU01+XoPzUeEKL+iuXTC59WgbhB0Dqc3zxQlDeVx7ueXN5Xij4eAwx0j8Pl8GLR7cGnYBUkCLg8bmxvmVeOF471481w/rpgduwQz13CsZYdT3VYAiugq5imCulJljtltTX2OKRhS10AVUcbmAlVUPd1jm/Czx3efBwB8/MoWDNm9eP5oD/ZeGMCGeZHibDbIlzFWMKLC4OAgAoEAGhoaIh5vaGjA6dOnk3qNf/iHf0BzczM2bdqkPXbbbbfhQx/6EObPn4/W1lb80z/9E26//Xbs2bMHen10df8b3/gGvvrVr054fNeuXbBY4u/UToZjrToAOvS3n8X27WdiHtftAAADuobHsH379pTf50Kn8j5tZ05g+9DxqMd4A4AEPQbtXvz2ue1QdQzsOKYHIKHM0Ynt2y8BAAbtyvkcvTSMF17Yjijdg0iK7NixY6pPQSMoA91W5d/9zKE9GDgZ+1jniDK23j54HBUDqbUaPTYsAdAj4HYkHNflTuXY/9l/HrMcZ3C8Szk/e9thbO8+rB3nGlWOe+dcL7ZvZxeIaDiPvYX0+3VMPXYf4PYZIEGGsXUfRmJkxhbblLHZ296OEd2FpF9f6axrgEn2Y+TA7oTHX18n4YVLehxRrcWzdLaozyu1KmOzs2coqdedDlgPv5nW816LfpsqCE6p/861piB2vvxixM8uqffO9r7RtO7l59qUMX2x9Qy2O2PPkxr1OlyEDr94+QD6TwXRPap8X7qOvYPtpyKPNdiU833l4FnMj/Oa+U4+3UPzkUAQONGp3DeHzh3C9s5DET8f61PGwb7j57HdfTbl1z/brozNSxfOYLsj+jhyqNfWva0DeP5P27XvSoNZxhuvhv79iuzK47sOncNCV+y58VTBsZZZXr6ojB2Dc3DCdbFrRBkLZy71p3XNBIDOAWXcnz12AIGLkT9zDapzxtOXsN3Yrj0+7AH2XFCum3PcrRgbU47bcfA8FqXx/UgVpzM/ZmkFIypMlm9+85v47W9/i927d8NsDrVjvPvuu7X/X7lyJVatWoWFCxdi9+7duPnmm6O+1kMPPYStW7dqf7fZbGhpacGNN94Y1+EwWX564W0Adtx67ZVa7+hoDDu8+NbR3XD4JWy69baYafxx38dmx3uvvhLXLYr9Po+3vYXWAQeall+JG5bUwe0L4P/uexWAjHvvuAFz1DIMjy+AR0+8CqcfWHfdTWgsj94OkyTG5/Nhx44duOWWW2A0xi8DyBV9NjcC77wOvU7C3R+4DQZ97PF2bud5vN13AVVNc7Fly/KU3sdzqBs4cxwtjbXYsmVd3GNXW1347ffeQIdDB9O81QjuO4rZVcX4xAevizjuOrcPPzm1C8MeCRuuvxk1pfHzSmYSoy4v3tr1Ciwrr4GpKD/GWjoM9dqA/UdRVWpC/ZVXxTyu2dQLdJ2Ho7gGVesuT/r1uy5ZgePHUVpWgqp1axMef8cKP1pfOAmr04eqkiJsuWEhqqJkPSwZ8wCn3sWQV4eyNdfE/V4VOnLAD+vhN1G55lpI+uSnJd6ADJc/iOuaSlBiLMzPp/etduDUWayZ34AtW9ZE/GzQ7sF3j72GMb+EWzbfpnWGSJbnhg8CQ4O4cs1KbFk3O+ZxZecHsffpg9g7ZMDihS0ALmJ+bSk+9IFrJhzb2GHFH5/YhwF/MbZsuSGl88kH8vEemo+c6hmDb+8elJoMuOeDt0Cni9wNch3swvZLJ2CsqEt4P47GL7r2ASNWXHvlFbh9RWPUYwJBGb9sfw2Ddi+qll4FXdswcKYd1y+fjS1bQtfoqgtD+ON/HMCoVIItW66L+lpTAcdadvjjLw8CGMTNV16OLVdFOkzn94zhZ6f3wIkibNlyY1qv/+VDrwLw4/abrtfKHQSXDTrw1A/fQq9bj1s336Ldl/9wqAs4eAKrZlfiEx/cgJM9NvzuJ++g012EzbfdCL0uu7upQ0P5UWZRMKJCbW0t9Ho9+voiw/76+vrQ2Bj9giT47ne/i29+85t45ZVXsGrVqrjHLliwALW1tTh//nxMUcFkMsFkmrj4MBqNWb1w9Kp16LOqS+O+T125AQadBH9QxqgniObi1BZKo27FTlRbVhz3fS5vrkDrgANn+p3YdLkRBy/Z4AvIqC8zYUF9OSTVkmA0GrGgtgTn+u04P+BCS03+2NMKlWyPtVTodyi1ZY3lZhSb44+1hkpl8TTk8KV8/k6fEsJUYSlK+Nx5dcqYuzDowGO7lV3n9yyomfC8anVstg44cGbAhRuqYgdNzjQM6uct6Q0pLfTyjf4xxQJeX1Ec9/eoLles5iMOX0q/r9uvFDwUFyX3OZVYDPh/H00sPlRX6GEy6uDxBTHo8MdshzmdSHWsSZAhyUEYjEYYC1RUaB1UdpiWNlVMuD41VBhQpNfBGwhi2BXA7KrU7uVOr/IdLreY4l4zb1zWiKvmV2Nf2zC2va1szf3NdfOjPmdZUyUAoG/MA09QittZIp/Jp3toPnK6T2kXvnJWBUymibXlLTXKvbLX5knrcxQtJWvLY88zjVC6iP3nOx14+dQA2gaVc1o/L/JefvksJfPh0ogL3qAUN5h0KuBYyyyt6jhYFuWaOadWGZfDDh8C0MFsjJ0nEw1fIAibugZqqCyZ8PqLGipQUqSHwxtA56gXi9WOZ3vbrQCU4FCj0YjLZ1WhpEgPu8eP9hG31ro3W+TL+CqYu3BRURHWrVsXEbIoQhc3btwY83nf/va38bWvfQ0vvvgi1q9fn/B9Ojs7MTQ0hKampoycd6Zw+wJagKIIyImFTidNKhBPtPqpitFSUiA6QBzqsAIA9qt23vXzqjRBQXBZU+wWlKSw6VJDGpsrEztQRPeHwTS6P4gLfbk5uYuncPOcUwN1RFr0eOarN6F0g01JftOnBjY1xAlpBIAqdWym2sJRtJOM1/khHXSShEZVhBPdK8j046zaOWdJlM45Op2EhgplXKbTus+hjs2SBGNTkiR8YfNS7e+3LG/AX141J+qxFRYjatXvyoVJ9IIn+c1RrSNJ9HrwUFBjeoF4o2rwckWC4OXbVyhz8T8d7dFCGkU7aEFNqQl1ZSbIstIimkxfnF6/Fgy+uH7iNbOi2AizKjD3xWj7GA/R+UEnAZVRxqZOJ01Yz8iyjHfUQMarFyrzTINehzXqOD140ZryeRQqBSMqAMDWrVvxxBNP4Omnn8apU6fwwAMPwOFw4N577wUA3HPPPRFBjt/61rfw5S9/Gdu2bcO8efPQ29uL3t5e2O3KjdBut+MLX/gC3nnnHbS3t2Pnzp248847sWjRImzevHlKfsdYiAt3sVGv9QeOhxAV+lMUFdy+ANzajnD8i/01amnEW+cH4fYFsF/tc71ubvWEY8WX8BRFhWlHtxqCNyvBog0I6/4wiZaSyYx/ALj/+gW4dXkDzEYdKoqNuGFJXdTjRJnOJYoK05J+NZ28PkHXnGp1oTTm8sGXQmsyl9q2rzhOwn66NKvuhG6OzWmJLMs4py6CljREd/A1VaTfus+ZREtJwZXzqnHvNfNw1fxqfOvDqyZsDIQjWv1dGHCkfE6kMDimtRWNLio0qaKC3eOHzZ1GiKhH3M/jzzM3zK/Wujn5AjJuu7xxgiUdCHVKOdNLUWE6c2HAAVkGqkuKoparSpKkXTPTaSs5HLapOr7kRyC69JxQu991DDvRPeqGUS9hfdj6R7Q3F61ZZwL55RFKwMc+9jEMDAzg4YcfRm9vL9asWYMXX3xRC2/s6OiAThfSSX7605/C6/XiIx/5SMTrfOUrX8E///M/Q6/X4+jRo3j66adhtVrR3NyMW2+9FV/72teiljdMJaF2kua4N3tBfZpOBeGG0OsklCWYiFzeXI5ZlcXosrrwxrlB7YuzflzfWABY1qRc8CkqTD+6rMKpkISoUBoal7IsJzWWBcm2lBTMrrLgZ/esh9sXUNv9RV/0tagJ6xQVpid9qqiQyKlQYjZAkgBZBhweHyoNyd0DhFOhOMNOBQBorKJTYTrTZXXB4Q3AqJcwr6Yk6jFNk2jdZxctJYuSE7y+ckdyWSIL60qxr204aq92Uvh4/UGtBfiqWZVRj7EUGVBRbMSoy4ceqxvljcnbr/2BoLZ5lUjwMuh1eP+qZvzynYu4bnEtfvjxNVHnDUsbyvCG2tKPTF/OKcnIUYUlQVOFGW2DDvSkcc0ctquiQklsp7ZwaZ9URYU9qkthTUul0gVKZa26Fjp0iaJC3vLggw/iwQcfjPqz3bt3R/y9vb097msVFxfjpZdeytCZZRdh40k25DDkVEhNqbO61N7BxcaECz5JkrDpsno8vecivvPSadjcfpiNugm9tgHlgg8A7UNOBIJy1kNLSO4Q5Q+zqhKLCrVlyoXa7QvC4Q2kVI87pu5slCXpVBAkqqkTTgWWP0xP+lXRqyGBU0EnKbW4drcfDrcflSXJigqqUyHJhVsqNFdTVJjOnFNLH+bXlsQMVNacCmn0XXeqYzPTuQcLVacCRYXpydm+MXgDQVQUGzXRPRpNFWZFVBh1YWlj8llZDtVBAwAlSTi8/uH2Zbh+SR2uX1Ibc3NgKZ0KMwJxzYxW+iAQpTnpOBWG1PKH6jiiwvImxb1zonsUsizj9XMDAICN40psL1NzFC4OOeH1B1MOzS9Epv9vOE0QX45EeQqC8B3hVBhxKAu3ygSlD4JblishmaIu9C+vmhs1obq+zASdpKT5DqVhfSf5SypOBUuRQZvgpjo2NadCkpkKyaKJCkNOyLKc0dcmU4vL64dNDQRLVP4AACUmZWzZU7DzCqeCJQtOhSZVqKOoMD0R9d+LY5Q+AOFOhdQmyLIsa5kKlgyX5iysUyb0LH+YnhzrUksfZlXE3VwS9/xUF292dVwW6XUxRYJwSk0G3LK8Ie6xIgjvdK+N9/FpjMjIilUuBgDNovwhDSFWZMrVxBEVFjeUwqCTMOL04d32Eew4qTQQuPXyyKYBDeUmlJoMCARldAzPjGslRYUCQUwoGpJ1KqjHpZqpMCqcCglCGgUbFlRrO8drWirxj7cvi3qcQa/Twp160whPIfmLEBVmJyEqAEg7RFRkKqTqVEjEbNViPubxY9SVem0oyV9EnkJZsRGWJHZrS9Sx5VBt48kQcipkofxBDWq0u/0YU6/NZPqghTTWJxYVUrXyOr0BiLVV5p0Kqqgw6EAgyAXcdONogjwFQbo7wnY1dLk0g/fyxQ2l0EnAiNOXVkA5KQzOq6JCvPKHSTkVkih/MBv1Wqbc3zz9LnwBGWtaKrFiVuT3RZIkzdV1vp+iAskjhKjQlG2ngpqpUJWkU8Go1+H/3roUVy+swU/+am1ce89k04JJ/mFz+zCmThCScSoAQG2pcrFO2angTi1TIVmKi/Sa0HFpOPUaPJK/9Ks7FfVJXjeFqOBMQVQQx2aj/MFk1GsBkn1Wjs3phqgPjtb5QZBu6JhwKUiSEvCcSWZVFaPIoIPXH9TK38j04Zjo/DArvqjQLBZvKV6bRNZHMqUPyWI26jXXYSsdNNMSjz+glanGExVEJ7J0MhWScSoAwD/evgw6Cdr89682RO+WIwTYmVIqRlGhQBC7+8k6FerLJxfUWFGcnFMBAD519Tz8+v73JFxUinNPp80LyU9E54dKizHp3tBiAZ9qW0lhY8+0UwFgrsJ0pd+mdn4oT07wSqf8wZ3FoEYg1JVixE6nwnQiGJS1+uAlcerRm9QJ8oDdA28KXUlE3XpJkSGlQNxk0OskzFeDJVsHZ8Zkeabg9gW0XIJETgVxLxd16MkiRIVSU4ZLGdUxOVOs5jONi2omW5nJoIXRR6OxPP3uD8KtmqjV6WVN5fjYlYqQUG424P2rmqMet7CeogLJQ8RCPB2nQir1ZVatnUpmL/ZAKGSS5Q/Th1TaSQrScdHIsqwpwpnOVAAoKkxXBtRrTW2SYqwQxhzu1MsfzFlwKgBAlfp9GXbQ0jud6BxxweULoEivw1z1+hONaksRivQ6yHJqwcuOLOwGh7OwXhUV+mfGZHmmcKZ3DL6AjCqLMeF9XZTJit3dZHFookJmx+a8GuV71D7E+/h0RJQ+LKgvjSuUik3VEacX/kDyQiwQch4ks3n1xc1L8f5VTfjaXStiOhVDobYzQ+iiqFAABIKylo2QdFCjquJ5A0Et4C4ZhFMhXj1RuoTKHzg5ni4I62uypQ9AepkKHn8QXvXmkOnyBwBoUQPxLjEQb1oxqIoKdSmWP6SWqaA6FTJcty6oVsuFRhhwO60QIY0L6kpgiBJuLNDppLRqhDVRIUsOmhZVCOliWc60QgtpnF2Z0OEiEvJHUnUqiEyFDF8zw0OXyfRDCJiL6mKXPgBK9zpAaQ+dak5WKLsr8TyzqqQIP/7LtbhzzayYx2jlD/32GREgSlGhABi0e7Q2jCLsMBFmox7l6gQ5ld0NoTgnsv6kA8sfph+daTgVxBgeSGGRZFMv9DoJKMnCjrCYIF+iU2FaoTkVypIVFZTrniOl7g+KU8GSbacCRYVpxVktTyFxK760RAWvcCpkR1SYTMI6yV+OqSGNifIUgJCjdTjN8odMj815avlD+9DM2BWeaZwfSBzSCCjB8GINk6qLJhWnQjLMqbFAr5Ng9/hTDs4vRCgqFAAi2LC+zAS9LvnayHp1EZ/KjnCy9UTpwPKH6YfonZ6KqFCj2bmTv9gLt02Z2Zjx+mCA5Q/TEVmWNadCskGNYucsWaeCLMshp0LWMxWm/4RkJqHlKcQJaRSI0DBrChNkLVMhS+UPjWl2pSD5zYkeRVRYMas84bFVavmDze1PyWYuRIVM5yPNVcsfLrI99LRElD+IkoJ4CBfNsCNVp0JorpkJTIawANEZUCpGUaEA6EmxnaRA1K6noo5lWqULR0xC+tj9YdrQpZYLzKpKXlSoVHc3UrGlZaudpEB8twZngJI8U7A5ffD6g5AAVJcmd+20mFPLVPD4gxAd9bLR/QEIORUY1Di9EOUPyTgVtNr1FCbI2S5/EE6Fbt7Ppw3+QFBrc3pZU2JRIXzzyZrC/TxbY7Ol2gJJUkSLVN0TJL8JBmVcUHMJEjkVgPRdNLYszDW1tpIzIKyRokIBkGpIoyCd2vVsKchASFQY8/hTqlkm+YtwKqSSqVCZhi3NlsWQRgCoUevWHd6AZmcnhc2AWvZVVWqCMU6r23BE9weHJ7kJsuj8IEFp/5gNqkpC5Q/cfZseBIKytuuWjKggJsipXDMdXuFUyI6oILpSDKbYlYLkL+1DDnj9QViK9Gipih0eKgi3mafiohkTQY0ZnmeajXrNEcuwxulF96gSbGvUS9rOfzy0vI8UxmUwKGdlDSTKci7OgDFJUaEASNepkM6XKpWQklQpNRk0ezFLIAofrz+IvrHUyx/Ertuoy4dgMLlFUjbbSQLK2CxSF56ptrok+cmAastOtvMDEJrk2pN0KoR3fshGWQ4AVKmCly8QpBg7Tbg07ITHH4TJoNPyXOIh3F2plT9kt/tDTUmoKwVzkqYHp3oU98zSxjLokiy1De0Ip+5UyHRQIxAqgWBbyemFEGHn1cQPthWI0pxUnAoOrx9Ct8/kBlZoTFJUIHmAuGEn2/lBUJViu5/wtn3Zs5kru24sgSh8+mxuyDJQZNChtjT5biEVYcm8Y0ku3jJd5zYeSZK0cqFUe26T/ETr/JCCqCB2dZ0ef1KuAHeW20kCQJFBr4kdzFWYHpxRSx8W1ZcmlZMUat039RZzgSSl15WC5C9nepVxuawxsXtGUJXG5lW2uj8AYWGNg9N/ATeTaE2h9AEIdU1KRVQQ80yjXoIpSXdjMsykIHCKCgWACGpMtfyhuiS1miKPPwi/unOcjYs9ENZWkjsbBU/nSKjzQyq7tEUGndbBIdmJiF21o5dnSewCQiUQQ1y4TQsG0hEVVNEqEJTh8SUug3H71JBGY/bGJRAKa2QHiOnBuRTyFIDQBkFKToUsd38AQnMShjVOD0732gAAyxoT5ykItM2rFBZv2er+AChp+wBwkR0gphXCqZC0qJDGuAzfvMqk8zA8CHy6lzBSVCgAxAI81fKHVHc3RECJJGVvd6OBHSCmDV1ptJMUiLGZbLiTtrORTVGhRIgKdCpMB9JxKhQZdDDolclEMiUQrhw4FYDwsEaKCtOBs33J5ykA4ZkKqTgVstv9AQhl6dCpMD0Q5Q8pORXScNHYs5SpAABzq9X69RmwKzyTaNU6PyQnKggHzXBa5d+ZHZezqoohSYDTG5j2TliKCnmOLMuaU6Ex3UyFJAfxWJglLdl6ulQRv0O/jZPjQqdbFRWaK1Mbl0DqNcJjWazBFIhWl4MOjs3pgHAqpJKpIEmStnuWTH6BcDNkK6RRUKU5Fab3hGSmEOr8kNwEuTLFUkYgPFMhB04FK50KhY7N7dM2ClJzKqQRIprF+7mYj7DEdnrROpBLp0Jmx6XJoNe65Uz3sEaKCnmOze2HS524ZjtTQezMlWVxEhLqHcvJcaHTpZU/JA4aG09IVEhudyMXE+RQ+QPHZqETlGUMqiGidSleN0UJhMOdeGwKp0K22kkKqulUmDb4A0GtNVqqToUxtx/+QHKdFrTyhyy5DoGQqJDNtpJHLlnx41fPweNnV55sclbNU2iqMKPCknx2UVWKm1dAmFMhC/dzMU/uH/MkHQRN8psRh1fb4V+gtmdMRDpOBa2dpCnz2V0t1YqoMN1zFSgq5DnCpVBpMcKc4m5YVUnIMplMHU+2w/CA1IUOkr90j07CqVCcWo1wNludCmrV1n3s/lD4WB1e+AMydFJoQZ4sqTgV3Krgm+q1OVXC20rGYtTphZcLr7zn4rAT3kAQxUZ90qVjItwWULrmJIPdk92WkgDQpO6+9WZRVPg/zx7Bd18+i5+/0Za19yChmvXFSQpdgnS6jGVTVKgtNUGSAH9QputwmnBedSnMqiyGJUmRVNvATGGTyJbFoPrwXIXpDEWFPEdkD6Ra+gCEFvCBoKx9WeKRrXqicNK5AZH8RHMqVKWTqaA6FVKdIGdx1622jE6F6YLIU6guM0OvS+02F3IqJCEqqLvB5iyOSyCUZG2NMUketLnx+W178H+e2ov9rQNZPRcyOURI4+KG0qTLDA16nXZfTrZ23al1f8ie4NVUmTio0en142evt+K2H7yOn79xIaXXbx2wa4vdn79xgS1Vs4hY7MyrSc15mGrehz8QhNunuG2yISoY9TrUloouYxQVpgNankKSpQ9AqPzB4Q1o4n8iQmugzG+sUlQgeUGverNOtfQBUHbPLOqEIpkd4Wy3kwRCi8mRFHoak/xDluVJBjWmVv5gVy/22Q1qpFNhujBgU8ZmKiGNgpBTIfHYzJVToVydII3G+L6cvDQCX0CG1eHFD/90gsJCHnOmV90Rrk9tRzjVDhC5KBkTdcKDdm/M8oTP/OIA/nX7aZzuHcPjr7WmlH6+42Sf9v8jTh9++c7FyZ0wiYlY7IjFT7Kk2v1BBIgC2RubjQwEn1ZonR+SDGkEgPJig9auN9l5ZjbXQHPUVqcUFciU0qsqrek4FYDQBT+ZDAMtDC+L5Q90KkwPhhxeePxBSFLIApsKaZc/5CJTgXkfBU867SQFJeqEIjmnQm66P1So1/ExlxfBKIuyVnX3W3SuOHRhKKvnQ9JHBI4lG9IoSHVH2OHNfvlDpcWo9XOPFr7cb3PjzfODkCSl9/ug3ZtSUJkQFa6cVwUAePrt9smfNInKJdV5OLsqRVEhxdr1MVWsLTLoUGTIzhJEdBnro6gwLRDlDwvrk8tTAJTQ5VTWP0DIqZCN1uVCrGOmAplStPKHNJwKQHiuQjJOheyXP4gUa2cKliSSf4jSh/oyU1oTg1TLHxw5qA8WlslhhzdmwNOxzlF89PG38cdDnVk7DzJ5BkZT7/wgKDElH9SoiQpZdiqUqTX1QRmwR/nOtKr95a9cWAcAuDTIHu35yqURZVI5N0WbeSodIGRZDnMqZG9sSpKE+nLlutk/NnEBt7dtGABwWWM5Vs2uBADsvziS1GsPjHlwsEM59psfXgVAaV0Zy61DJselSToVRl0+BJIIRhT38mx2cmqsUMsfKCpMC7TODyk4FQCgOoX1DxByKpQXZ6/8odfmntZrH4oKeY5W/jBJp0Iy5Qa5KH8oN6duSSL5R6idZOouBSB8gpysLS375Q/hGSSxwtB+tfci3m0fweefOYJH/udk1s6FTI7BTDgVkqjfFp15st39waDXaWN/dNwEyeML4NKgMul674omAEDnkAOBYHJdAkhuuTSc3o5wKm14Pf4g/OoCL5tCLADUqWJsNKfC3jbFMbNhQTXWz1XcBgcuDif1um+dH4QsAytmlWNhXak2B2pVxzrJHHaPX9vNFSn1ySLGpSwnFyJqV50KWRUVRPkD20oWPG5fAJ3qJlYqmQpAak5tILtroCqLEZYiPWR5eo9Ligp5Tq96o07bqZDC7kYuWkoqliTlJsS2koXLZPIUgNBEZPwCKRqyLOek/KHIoNNS1mPlKhy+ZNX+f9tbbTjZbcva+ZD0mUz5g0iXdnoTiwoekamQ5aBGIJSrYBsnxLX3jyEoA5UlRVg2uxImow6+QBB91tjheWRqcPsC2rWlJVWbuZapkHjh5vSGdsIsWXbR1Jcp37GBKNfMvRcUAWHD/BqsU0WF/e3JORUuqG6blbMqAQDzaxXrc9sAXTiZRrgUqkuKUg6pM0aEiCYxz8yB67CemQrThi6rC7KsiFA1aqlNsqRabp3NoEZJkmZE1kdS3+of/ehHSb/g3/3d36V9MmQifZMsf9DaqiSVqZC9L1Q4VZYiDNq9SdfTk/xj0qJCcfLlD25fEMJVme1dt9rSIoy6fBi0e7G4IfJnDo8fZ9Xa9QW1Jbgw6MDpXhuWN5dn9ZxIagSCQa31YlqigjrGnMm0lBTdH7K8cAOUXIXuYecEIU7kKSxsLIdOktBSU4rzvTZ0DDrQXJ18DSrJPmLHrcxkQHlxateyyhQyFYTLxmzUwaDP7t6RVv4wzqkwaPfgnBqwdtX8ai2g8Vy/HVanV3OrxWK8HX9BXQn2XBjCBToVMo4Ij2tJo5MToMzpxtx+JayxLv6xudi8amSmwrRBXDNnVRZDkpLrliMQeR/JdvTKtlu7odyMC4OOae1USOqTe/TRRyP+PjAwAKfTicrKSgCA1WqFxWJBfX09RYUM4vYFNDFg0uUPSUxEclH+EH5OyQb7kPxjMu0kgVD5w6jLh2BQjttaTYhdkgStm0m2qCk1oXXAgaEorfuOdY0iKANNFWZcvagGFwYd2qSZ5A8jdi8CQRl6nYRKtaNHKljUGnSXJ3HdoytHQY0AUK4uKm2uyOvmBTVPYYHaX76ltgTne224NGjHe5bUJ/3675zth0EnYf2iBKsCkjYiT2FWVRoT5BS6PzhUsSubFnNBfVn0TIV9ap7C0oYybXNDiLEHO0Zw07Jxqu04xncjWKDWU1+gUyHjCAGnJcU8BUGVxYiO4eRcNLnI+hCbcH1RSnIyiSzLONFtgzcQxNo5VVl9r5lKlxYgmvpcszoFpzYQvgbKzsaqGJfT2amQlITd1tam/fmXf/kXrFmzBqdOncLw8DCGh4dx6tQprF27Fl/72teyfb4zCqH8m40hW3aqaEGNyTgV3LmZiITCI5mpUKh0q1kfzWl0fgCgjWdZBmwJAvG0YKciQ8oT8VSpLY2tbIvShzUtlVpg0HmKCnmHKH2oLTPHFatiUZxO+UOOnArAxLaSF9UQq/lqi8I5tcrY7BhIfmz2WZ147M8n8aMXTmh5FCTzdKaZsA+EOxWSEBXUhZslB2U5dZqoELmAE9fLK+eHFlsrZlUASO66OUFUEOUPDCHNOOmGNArEtSkZ52EuuoyJ7g+jLl/WQvHO9Y1h0/dfw/v/7U18+Kdv43jXaFbeZ6bTqQqx6YgKqbi7gNBcNJtOBYCZChF8+ctfxr/9279h6dKl2mNLly7Fo48+ii996UsZPbmZTk9YSGO6i6lUXAHZrCeKdk7J9jUm+cdknQpFBh1K1N3dRLsbwi6ZzZBGQY26sz0UpT74iDpJXt1SicXqrnArRYW8Y8CmjM10Oj8AqZU/5CqoEQAqikWmQui6KcsyhtTFXINaitSiLr5S6QCx79yA8noA3jzVm4nTJVEQE+RUw/CA1DIVclG3LhCZCuPLH9rV8Ree2N5UqRzbk2BS7fIGMKCO6/DyB0ARFWJ15yHp0TFJp4JWzpiC4FWaRadCudmAYlXozdYC7r/2X0Kr6pqRZeCVU31ZeZ+ZTuck5pqpuLuCwbDsrizNNRvLp39XkpRFhZ6eHvj9EydbgUAAfX38UmUSYZFpSHNyDIQyFZL5UuWs/CHF8BSSXzi9fk35Tbf7AxAqgUi0uzGWg7RoQY3qVBhI5FRQU4jbhxzw+Kdve6BCROv8kGYOjXAqeP1B+AOxOyjIsgyPWv5gyoFToTxKuOmYywdfIAgJQJUqiAmnwpDdA4cnuR2ad88PaP//+sleBGUu2rJBrpwKQhAryYHYJZwK44MaxUJ1bk0o16MpyZ06USZSbjagQv29Z1dZYNRL8PiDWqYPyQzjXSGpogUvJ9X9IfuOWEmSsm41P9KpOBNEAOmb5waz8j4zHfFdT+eaKVzRSZXleP0Qt73yrJU/KPPlGV/+EM7NN9+Mz372szh48KD22IEDB/DAAw9g06ZNGT25mY5Qs5rSnBwDoYv9cJ60lASgdX+gU6EwEe0ky0yGtMtygOQnyY4c7rrVlEZ3KgyMedAz6oZOAlbOqkB9mQllJgOCMtA+6Mz6eZHkETv3NWWp5ykAoUwFAHDFKYHw+AIQS+/cdn8IfV8G1Tr2ipIiGA3K7bzYZECZ+r0cHktcU9w/6kJbvx2SpJRxDNjcON1pzfDZEwDoHE7fyptKPpJdq1vPgVOhPHTNDKgOAlmWw0SF0GJATKoTORU6htRFbthz9TpJEyhYApE5ZFnWxK5UO5IIQk6F/BmbIusjG7vCgaCslTs8eOMiAMChS1bN7Usyx+TKH5LfwBTrH6NegsmQnXBbTehi+UOIbdu2obGxEevXr4fJZILJZMJVV12FhoYG/PznP8/GOc5YxI23YRKiQrhTQY6z++QPBDUrb87KH5ipUJBMxo4WTqitZILyB09269zCqROZCuMEL7Fz1lRRjBKTku2wqIG5CvnIiBqyWZ1GSCMA6HU6mIzKrdEZJ6xR1OpKErI2CQknWqaCEFBqyyLvEZoLKAnhVrgUls2qxMalSrDj3rP9kz9hMoHOSYSOlasLN68/mLBOXLSUzIm7q8QEnQQE5ZAYO2D3wOkNQCdF7jA2JTmpjrVzLnIVLqSQF0LiM+ryweNXHFkNFeldM1PJVLDnKLtLOHzHl+VkgvP9dji9AZQU6XH9kjrMq7EgEJTxjtpClWQGjz+ghW2m02ksFbErPKQxW9ldInC/fywkwE43Up4J1dXVYfv27Th9+jSeffZZPPvsszh16hS2b9+O+vrkk6ZJYjSnwiTKH8QC3h+UtYCcaNjDfpb1oMYUE1lJftFtVcblZEofgLCFT4JxkKtJCBDbqdBjnegaErXC5/rHkn799kEHbvjOLmx7s22yp0piMKKWrlSVpjdBBkIBd/GcCm5vKKQx2wGiQGjibnOFBOIh1akw3pVRWZK8qHBKdSWsW1iLZbMqAQBdI3TfZBqn16+JlelYecOvf2ICHAu7FtSY/fIHvU7SrpsirFE4DZoqilEUJriJ62f/mDtuaVFIVIhsiTq/LnmnwrDDiw/+5C386/ZTyf4qMxKxaKuyGGEypDde0stUyO79XJTlDEbJR5osIl9pxawK6HUSrllUCwB489xAnGeRVBFzzWKjXtsgTQWx1rB7/PD6Y19vgPBMueyNy9rSIugkxekSLbdrOpD29sqSJUvwgQ98AB/4wAewZMmSTJ4TURFqfuMknApmo14LrIlXbiAmKSaDLmISkA2YqVDYiPKH5sr0xyUQmogkcqzkMnSsJkZfYy00Ney7uDgNp8LvD3bi4pAT337pdFYmOwQYUT/XyYgKxUmENbpz2PkBCGUq+AOy1pkiVOoR+V2s0ESF5MofAGB2TQnqVaFQPEYyh3AplJvTKxvT6ySUqeMyccec3JU/ABPbSrYPTSx9ABTR1qCTEJQnZjCEE6sbwVxVZLg0knh8Pv12Ow51WPGz1y/g9bNc7MWiLwPZXalkKoS6P+RGVBhIogQsVY6oQuyalkoAwHWLFVGBToXMEh4Ino5wX15shHia1RV/vZGL8m+DXqeNy2RyFeK5y/OVlD+9v/7rv477823btqV9MiQSISpM5mIPKCUQXVYXRpw+zK2Jfky2+7OGE8pUYPlDISKCc2ZVpld/KUh2ImLPaVCjcsEf8/jh9gW0BaMoRQp3ZyxUnQqp1PfuaR0CALh9Qfz8jTb84+3LMnLeRMHrD2gLqqo0djYEwqkQT1RwCadCDnaDAaDIoEdxkR4ubwA2pw8lJmMcp4Ly90Q7h0FZ1lpw1leYtfE+YvfC6w+gKM2dSzKRLk2MTd/hVV5sxJjHn9CpIMofSrKYsB9OfZkJJxCymncMKdfE8JBGQBFGGsrN6LK60DPqRlOMlsSxyh9E1wzx81h4/AH8am+H9vcv//dxvPS563MmABYSQlSoz4CokFQgXo4Er7rS6AGi4+myuhAIyBH5HYkQosKq2ZUAgMublVapbUNKZ5J0WhmTiUwmTwFQrjcVxUZYnT5YnT6tU000tHaSpuyugRrLzeizedA76saq2RN/7vT68fB/n8Db5wcx5vbjmc9uxPLm8qyeUyZJeUt6ZGQk4k9/fz9effVV/OEPf4DVas3CKc5MAkFZsxLGuvEmi0hAje9UUL5Q5TmoWxc2pmQsSST/6MqYUyG58gcR1JgLUaHcbIBRr0wIwnMVNNdQ2MRLiH3J7oQ4vX5tMgIAv9zTzrDSDCNKH4oMOq01ZDpobSUTBDUCgNmYm91gACgvFrkKyu8Zy6mQbPnDiN0Df0BWLexmlJqNWnvMgSTDpNxeP3Yd745bKkJC14nJbBKIXTRbQiE2t06F8bvCF6OENAoShZXJsqxl2IxvvSlEhkvDzri7eC8c7cGg3YOGchPqy0y4OOTE7w92pvIrzRjEPLMhzWBbINTuNpnyB61tX5bHZm0Cp4LHH8B3XjqN67+9C+/70RtJ29E9/gBO9yglj6tmK2JCU4UZRr0Erz84rZP9c81kMmgEybawz1VQvbj+xwoQ/Z8j3fjdgU50j7ox5vFj+7GerJ5Ppkn50/vjH/844bFgMIgHHngACxcuzMhJEaWm2x+UoZOUOpzJIL5Uw0mUP2TbkgYo7VpEsJPV6Y2qkL98ohf/fbgbjRVm3LmmWVOEk8Xu8eNUjw3r5lRRNc4w3ZpTITNBjYnKH3I5NiVJQk2JCb02N4bsHu137B6dKKSIifSQw4tAUFmYxePAxRH4AjKaK8woMxtxpm8Mr50dwF1XzMrSbzPzECGNVSWmSeUcFKs7vK44QY1iEZ0rpwIAVFiM6Bt1hYkKCTIVEkyU+9WFXW2ZWbtONlQWo73fjr5RF2aN22mOxjNvXcArR7txccCOT9/IUshYiMVN3SQWbyKsMVH5gxDDSnLQlQSAtgMoFqgXRflDlBaFjQnaSo66fHD7lM2G8aWfzZXF0EmAxx/EwJgn5u76r1WXwj0b58Hp9eOxXa040W1L9deaEYjFzWTKbMW93Ob2J7wX5tqpEKvM8N92nsdju1oBKM7EV0/346PrWxK+bteIC/6gDEuRXlvsGvQ6zK6yoG3QgfYhx6TzpohCJlyxqc4zs+3WFrkysTrgvK62Jm2qMKNn1B2xEVUIZKR4XqfTYevWrXj00Ucz8XIEoXqb+jIzDPrJ/TMlE4w4lsOEfZ1O0kL6hqOckyzL+NJzx/HCsR48+WYb/vY3h1J+j3954SQ++vgePPz88YKsS8pXAkFZmwxOvvtDconRuSx/AIDasom5CiKosTHMNVRdUgRJDd1JJh9ElD68Z2ENrphTCYCt0TJNKE9hckKsVv4QL6gxx5kKAFChljWM2D3w+gNaJ4gJToUkQ1BFdkJ92IKiXh3jfdbEdetefwBvn+4DoHSMiBe+N9MRokL9ZEQFdcJrcyUKasxdDg0QaispFqihdpITRSnNqRBjpy5ecKBRr9MWbLFKIAJBGUfVdn/vW9mklamxY0R0MlH+EJ4RkshFM5aj4OVw0T/adWn7cWUHeFljGQBg56nkOt6IxWBThTlCuBauHCGokcnTE2UzJ1XE+mc0YaZCbtZADXGuf4GgjLfOK6LCZ69fAAA41jVaUGuYjCXytba2wu+n/TFT9GagnaSgOolgRDE5TSdAajLnNGyfeE5n+sbQP+bRbOgXh5yaup0sb51XFnD/+U4HHn/twiTPlggGxhQHjV4nxa1PS4ZQS8n8KX8AlBZpQGiHwx8IagFkzWHfR6Neh2r1hpVMCcQ7F5QxuXFBDeaprdHahygqZBJhcaxKs52kIKmgxhxnKgBAo7qg6hl2agJKkUE3wcWjZSo44rcSFqJCXZhYJkSFZMIaD14Y0ur37W4/jl1kUFksMuJUEOUPSQY1luYoU0GIB+f67Rhz+zRXZLQ69UQ7deJaG6tMpEXtnBFLVGgfcsDrD6LYqMecagsWaKICr7XRECLOZMofjHqddn+Ot0ngCwS19pXZvp9XlyhJ+7I8cfOq2+rChQEHdBLwpfctBwC8cW4AHn/8Vq1A9HwlAJhXw3t6ptHGZgbyPpJ1KmS7BDyeU+t41yisTh/KTAZ87Mo5KNLrYHX6EmbI5BMpf3pbt26N+Lssy+jp6cELL7yAT33qUxk7sZmOULEayyc3OQZCX6rhOMGI4kYgauOyTU1JEc4DGIxSkvHGWUWpu3ZRLY50jmLY4UXboAMrZlUk9dojDm/El/D7O87gno1zc7ZrM50RdrTGcnNCu38iqpK92OeoBZWgRt3lFpkK/WMeBGXAENY6TVBXZsKQw5uwk4M/EMTRTmX3bMP8GpzsUf6/nbsaGSUTnR+A5IIahVOhOIdOhWbVTt414sSgOuGqLTNPKPUQ5Q9efxAubyBmvoTITQh3Kgghuz+JTIU3TvYCgBYg+faZflyxoDaVX2nGkMnyh7EkRQVLjsofVqr35rZBB/a1KcJSQ7kp6jU7lKkQXbQSC4lYn9Ocagv2XBjCpeHozz/bq9S7L2kohU4nYYHahrJ/zIMxtw9mZjVG0J+B7g+AsiFl9/hVd1T0sqnwzaFsz8f0OgnVJSYM2j1KqUzYJsib6m7wqtmVuHphDerLTOgf8+CdC8O4YUld3NftCZsDhaM5FQZ5T88EsixnJKxeZHclcpOGnArZ3VgVYlQ0UVV0qbl6UQ2Ki/S4rLkcRy5ZcaRzNKrrK5xgMD/cDCk7FQ4dOhTx5+jRowCA733ve/jBD36Q6fObsfRqFqvJ12YJV0A8K+yoK7dOhVp10j8cZTH2utrr97rFdVioTghaU7AuCuvjvBoL6spM8AVknEuh7R+JTabyFICQgGVz+xCIc0G0qxf7XGQqAKGxOaguAnrCbmzjhZRk21b12tzwB2UU6XWYXVWsORUuclcjo2Ss/EGd8MYLHww5FXInVgpRoWfYGTNPAQBMRj0sqoMiXlvJPq38YaJTIVH5g83pxbEOZQF5701KlsLBC4NwM7AxKiKFvm4SgpfmVEhQ/uDw5jaosbqkSLsnPPV2OwBg/dzqqMcmciokanEo3A+xdu/O9AlRQbG1l5uN2jWd5WaRBMMCwScrKmgdIOI4FURIY1EOWpcDse/Pb6p169ctroVOJ+HmyxoAADtP9SV8zR51fDZNwqnw0olefP6Zw7jv6f1JvedMZMzjh0sV7scLOKkgNq+sCbrN5SqoUVwnu6yuCS7CN7RxqQhbq9Ug0KOXrAlfdyhPQr9T/vR27dqVjfMg48hUO0kguaDGXIsK43eDBW5fQNvpuH5JLc70juHd9pGUrIviC7i6pRJDdi8Gxjw402vTegqT9MlU5wcgNNZkWVGJRR34eHJf/hA5NkVdX1OUUiStbVUCUUHsqs2qKoZOJ2kp5kqrI2/M352khiYqTLL8waLaxp1xghrF4tmUS6eCav22uXw4fmkEANBYFT3EqrLEBKfXCavDi+bq6Lsc4e0kBQ3qpGdwzI1AMAi9Lvrk/9KQA7KslGS8Z0k9fv1GK6wOLzqHnVjUWDgtsHJFfwZq15MOavTktqUkAKyYVY4uq0ubGF85ryrqcSKXps/mjtp+L7RzHv073BLWASIaZ1VRYalaKw8AC+pKMGj34MKAA5c1JA4fnSkMObzwB2VIGQgED5UzJhYVst35QSB+p8GwMttgWN36tYsUV9XVC2vwm30dOJlEmKdwKjRXRHcqdKidSWIFBY+6fPi73xzSykBOdo/ipmX1kwoWno70qWugcrNB60iUDpVJlH8DuQtqbCg3Q5IUF+GQw6sJnl5/EIfVtcs16rhUAuovai7XePTakutekm1SlgpvuummqK0jbTYbbrrppkycE0Go/CHaQiZVqrTQrtgXe1uuRQWtbj3yi/5u+zA8/iCaKsxYWFeqWRcvpLDDcET9Aq6aXalNLE6rlkgyOboz0GtdUGTQoUTspiYxEcld+UNkpoLmGoryOyfrVBjfb9lSZNAmzSyByBxapsIkyx+Ki5JwKojyhxxmKpiLDNr4fPe84ui6bFZl1GMrErSVdHn8GFOv+/XlobFdVWqCUS8hEJS1lpXR6FXHdGOVBZIkoU5dLA+PsaXaeBwePxyqs2VymQoiqDHJlpI5dNGsHFeeuH5edKdCfZkJkgT4AnLU3bV+LdAyVqaCMlZF28nxnOmNdCoA0ByPDGuMRLhCaktNkw4ET6ZFdK46Pwii3Z/P9o9hyOGFpUiPK+YowpcQ+UULw3gIh834bhmzqyzQSYDTG9BcSdH409FuePxBzKuxoNRkQPeoG4eS2ImeafRmoCsJEOZUSFBma8tRUGORQadtRokAcAA41z8GbyCIMrMB81SBSjgVjnePJixv6M+TVqYpX0V2794Nr3fiRcPtduONN97IyEmR0BcqI06FEjVTIYnyB6E2ZxvNqTDu4nvwohWAEmYnSVJYyFIK5Q9qC5bVsys0UeEMRYWMkElRAQil1MdSkYNBOedW3lptbCrn1G2NLfBpk5YEmQrR+i1rdklacjOCLMua1T9T5Q/JZCrkMqgRCJVA+APKJGNpjKyZygRlb/02ZUyWFRu1YEoA0EkS6soThzX2qGNaiG3VIm09idDSmYYQKIuNek1ITYfyYhHUGHtc+nMYhhdOeOZRqcmAy5qiu1WM+tCkOlpYWV8Cp4JYAPba3Np3UOD2BTSRNsKpUKvMI1p5rY0gFIo5+eyuiiTKH3LV+UEQTVQ43aPMBS9vLtdKMMR9uW/MnTCsMVZQY5FBp3XEitcB4tn9nQCAv9owF5suqwcA/OlIT3K/0AwiU27tZLrfAbkrfwBCY6crrMTwRJfiklnRXKG5VubVlkBShapE5Q29eSLmJy0qHD16VMtPOHnypPb3o0eP4tChQ3jyyScxaxb7rWeC8ICSyap0QFj3hzhJ4NYcd38YbzEXnFfFgyXqhEBzKgw4kgoi6R11o3/MA71OwuXNFViq7lYISySZHF3WzLSTFCSqw7R7/RBDNhcXeyCUqTCkLlB7bbHLH2qTLX/QnAohqzrTojOL3e2DT11oV1oy41SIJyq4vLlvKQmERAUAmF1TgvIYpTOaqBAjU0GUPtRFmbTVqo8NxrFU9lpDTgUg1NaSosJE+sNCGidjcxbW3HhBjcIRAYTKeHJBuFNh7dyquEG+oVyFiaJVKKgx+tynuqQIJUV6yPLEneXWATsCQRkVxcaI1p3h8wgSItT5YfLzzMrixDvCuS5lrBvnOgSA82q+1qL6Uu2x6pIiFBuVMRW+ezwep9evbcBFmw/MrY6/UXC+fwyHL1mh10m464pZeN+qZgDA9mM9eRO0ly/0aWH1mcn6SNz9ITdBjUAoV6E7TFQ43q04rFfMComxRr1O+252J8g46suT8oekv9lr1qyBJEmQJClqmUNxcTH+7d/+LaMnN1MZ8/i1Nl2T/UIBIaXOH5Rh9/ijfmlyn6mgLtzG7fBqF3zVoTCn2gKDToLLF0CvzZ1wh/xUj017fnGRHksayiBJSpnFoN2jLQJJemQyqBFIXIcpHjcZdDlbvNWEORVkWdZ2HaKNveTLH6I4FbSwRpY/ZALRnras2AjjJEPASpIIanTm2MorCM9HuGx2ZczjtLaSUdr2AqH8ieoo18RazXUQe4LdK5wK6pjWrul5smOSTwxolv7J3X9C5Q+xx6WwmBv1EkyG3IkKNaUmNFeY0T3qxlUx8hQEjRVmHOkcndCrXZZl7bOKtXsuSRLm15XgeJcNFwbsEYtDLU+hoSxCvBGOx7ZBOxdvYfRlIOdDoN3L4wY15jZ0Odr9WYR+L6wLjRtJkjC7qhjn+u3oHHFp9+bxCJdCqckQdR49t8aCN8/Hvqc/f7gbAHDj0jrUlZlw3eJalJkM6LW5cbBjJGbJ0EwkU25tsf4ZdXljZl3IsqyVjGW7pSQQEqTChYITap7H+C53TZVm9Nrc6Bl1YXWcXLj+PBEVkp55tbW1obW1FbIsY9++fWhra9P+dHV1wWaz4a//+q+zea4zBhFQUlFszEi9rtmo19qejcRIQJ2yoMawCW8gKGtlDmKiYNTrtLTnZHYZOtUvqXhOcZEec9WdPZZATA67J75Knw6Jyh9yPS6BkLPHH1RqfkXnkKVhNbqCZMsfujRRIdypoPw/E8kzg1b6UDL50MtidYfXF5DhjWGHFYJDcc5FhdAYipWnAIS+W7HKH4bHYrffFE6FgRh1mv5AEAOqg6exMtKpEK2jz0wnE+0kgfDyh9gLN6c3t+0kw/nwutmoshi1HdhYiK5W4ztAWJ0+eANK6Ua8z0osCMdnLWmbEg2lEY+3VBVDr5Pg9gUTXqtnEppTIROty5PIVLBrAaK5dSoMJHAqACHBvzNGVgcQcjHEmv8kch++266E6960TOk2YTbqcd0SJZTvwMWROL/JzEMbm5POVFDGpS8gR7i4wnF4AwhqjtjszzXHt5UMBGUtJPTy5khRoblCuBrii/UFF9Q4d+5czJs3D8FgEOvXr8fcuXO1P01NTdDr2fw3U2hBMBlQjwUirCRaroLbF9BqMMtz1VJS3UUb8/i1GrauERc8/iCKDDot4RkI1UNeGEycqxBtJ10ENiUT1hgIyvjGn0/hF3vak/tFZhAi9bjcHF2lT4dElslcZ30AgMmg1757r5zsg9cfRLFRr9XyhiMmLVanD171OzQeXyCo2XxbojgVki1/uDTs1FphkYmE2klOfoJcbAxNel0xOkAIp4Ilx6LCrGolEEwnxc5TABKXP4hQy6hOBVH+EMN10D/qQlAGTEad9j41SbgbZioZExXU667TG4AvEP16Y8+xxTyc/3PrUhx6+FbMj7HTKxBlnX3jRIU+dexUWYxxXRZaRsK4VtFCoA3fhQYAg16nlVyOD4eeyfRnMLsrmUwFR45Dl4XjSpQ/+ANB7X47UVRIHNbYLTpBxXBqig4Q0ZwKgaCs5X1dMadSe1zMT8+z7XkEmSp/MBtD7UtHYuQSiNIHg06C2Zj9VqfjMxXaBu1w+QKwFOknXDvjlYqFM971NVUk9c1+/vnncfvtt8NoNOL555+Pe+wHPvCBjJzYTEYLKMnQbjCg7N51j7qj7giLJGmdlLtWP+XFBhh0EvxBGcMOL5oqinGuX1n0L6gtiajHFIu5REodEFr4hivJyxrL8PLJPpxNQlR449wA/v21C9BJwM2XNWTM5j8d6MxwSCOQ2DI5FU4FAFjdUoHeE2789t1LAIAlDaUTWp+J8zLqJTXJ3KPtwIXTY3UrCzCDLmJR0RLWVnLM7Ysr1MiyjE/9xz5cGHDgyU+t1/pqkxCi/CETooJOJ8FcpIfbG4DT69c6KQhkWQ6JCjneES4rLsL/vn05dJIUM08BCBcVYjgV4pU/aJkK0a+5vdaQS0HYSYWoMOr0wecPTroEZTohAvEmW/4Qnitjd/ujunJCCfv5u9ETmihHjq9+bec8/txnYb0y8W4dF+As3IwLoogadWUm9I956FQIQ4g4mdjAEhsESbWUzFH5g/i+WZ0+OL1+9Iy64QvIKDbqtR1gQTJOBa0TVIzPK3yjYHx+2bn+MTi8ysIxvDOJEDfOszNJBL0Z2lyVJAlVFiP6bB5YnT60RKkwCQ9pzEVrT9GSXWyCHldDGpc3lU/IohECVneUUFtBICjnjVia1F3/rrvuwsjIiPb/sf588IMfzOrJAsBjjz2GefPmwWw2Y8OGDdi3b1/c45999lksW7YMZrMZK1euxPbt2yN+LssyHn74YTQ1NaG4uBibNm3CuXPnsvkrJESEurVkKAwPiAxrHI9YuJUXG6MunLKBJEkTSiBi2dJqy8QOQ+LJgJbUH7bwXVgv6ikT7wj/t1rzFpSBZ/Z1JDx+JpHpPAUgZJlMXP4weUt7KqxpUWqCRd/gJVFKHwBl8ZkorFFMUmZVFUfcsEpNBs1B1JUghGdf27A2Yf7Rq+djBq7OZDJZ/gCExAJXlLBGjy9kl8y1UwEArlpcj/WL6uIeIzIVXN4APL6Jbot4zo5atZRhxO5BIDhxR7xHHdNNYeU8pWajtiPEEohIMuVUMOhDbXhjlUA4pkjsSgUhGozfXRO7k4k+J+FEaB0ILd6CQVnbhY7mlEg2/2Ym0TuqZn1kovxBlFvFzVTIbavTSkuR1s3pXJ9dm2MurC+ZMNdNxqnQozkVoi90xQbYmNs/IRjwcIcVALBqdkXEwnFxfcipwPu6gj8Q1Ob7DRWTH5uJOkCIjdVclD4AoY25AbsHXn9Qm2eOz1MAgFnjBIhoDIx5EMiTrJikRIVgMIj6+nrt/2P9CQTit2KZLM888wy2bt2Kr3zlKzh48CBWr16NzZs3o7+/P+rxb7/9Nj7+8Y/jb/7mb3Do0CFN/Dh+/Lh2zLe//W386Ec/wuOPP469e/eipKQEmzdvhts9dVaSjmFlwhbNbp0uodr1iRd86xTtBteURFrTYooKJdFDHaMh7Gmzwi76os6tLYHN3OHx48Xjvdrfn9l/Cf4YFtOZiCYqZFDsqkzQQzjXXUkEa8YF4oS3JxtPoslqZ5Q8BYF47NJwfFHhdwc6tf8/csmKt84PxT1+JpLJ8gcgJBY4oogKwqWg10naQjrfKC7Sa+c23q0gy3Jcp0JFSREMeglBObpAEHIqhK4FkiRprzVszw8rZr4gdscnKyoAoYlvrLBG0YJ3KsofkiXc0hu+kOofS86pMF9ttTbq8mFYHdtKi8kgDDopIhBXoNXXj+XHjt5U4wsEtQ5HmSh/CN3LvTHDMO2ipWSOnApAaEPgTO/YhCDwcEJOhdj3Ys2pEMNFbDbqtZ9dHDffPKSKClfMiQwxnVerlLONuf3a+J/pDNg9CMrK/VXM/ydDqANErPKH3DpoakqKUGTQQZYVIXVPqzKfu2r+RBuFlj8Tx6mdqDQil+TnbCgG3//+93H//ffj3nvvxfLly/H444/DYrFg27ZtUY//4Q9/iNtuuw1f+MIXcNlll+FrX/sa1q5dix//+McAlInVD37wA3zpS1/CnXfeiVWrVuEXv/gFuru78dxzz+XwN4skG6JCtfhSRXMqTNHCbYJTYSC6qKAdl6BPayAoh130J9auD4x5NKU8GjtO9sHlC2BOtQW1pUXos3mw83R0wWomIlwgmS1/iL+7MVXlD6tmVyB8I2NZY/Se60D4ZDX6hCCe86ilOrHl0uHx44VjSh/rdXOVCcm/v94a5+xnJuLaVpWBSQgQChOL1lZSdOexmHJjl0wHSZJi5io4PH4tA6SqdKKzQydJqCmN3VZSOBUaxwllbCsZHWHrryud/OItUVijaNtnyUDIc7YQi1i3LxhR+tan1fjH/w6bjXrNMdeqOriEE3FOjQUG/cSprdiNT8bxOBMYtHsgy0odeXWcMqpkEffooKy0go5GKFMhd2NTbAic7h3TMjjGzzGBkKjQN+bWcr7GI8ID43XLEPP28bkKYjd6/IaFyaDHXHXji7kKCmIeX19myoh7ukoLLY5+zbRp7SRzIypIkqRdv450WnFG7VrzngU1E44Vrpj+MXfMTc7xZWRTSVKf4I9+9KOkX/Dv/u7v0j6ZeHi9Xhw4cAAPPfSQ9phOp8OmTZuwZ8+eqM/Zs2cPtm7dGvHY5s2bNcGgra0Nvb292LRpk/bziooKbNiwAXv27MHdd98d9XU9Hg88ntCNyWZT6mF8Ph98vvi9UJNBKJzNFUUZeT0AqFC/LIN294TXFLtKZSZDxt4vGYTQ0W9zwev1ahfUeVXmiPOoMCs3oMExT9zz67O54Q/K0OskVJl12rEWgxL8NOL04XzvKC5vjr5AfP5wFwDgztWNGHP78dSeDrx2pg83LZn4RZ8qxO+Uy38ngVj4NpQaM/b+pUXKDWPEEf3fdsQhxqYup79zkQ5YXF+KM33KmFxQY475/tUlyjjuHXVFPaZzWPk+N5WbJvy8SZ3oXhy0x3z9Px/rgdMbwNxqC/75/ctwx2N7cPiSNeufh9+vTADlgB9yID8XzuGIHfXKYj3kQGzxMFlK1evOmNMz4fUcLuW9LEWZea9sUWkpQv+oG1a7O+I8h0eV73Kp2QCjJEf9HWrLTegbdWHA6sCypshJeK8QFcqLIp5bXap8FwZHnSl9LuLYVD9LOSBDDgTh9/ngy9M9knArb41FP+nvrcg9Go5yLweAUafyXiVFub1mpoIeoXvypSE7SozKwq9DnfvUlyae+yyotaBzxIWzvaO4YnYZzvUp87B51ZaozxXzjT6bG6icmntoPtGl3pfqykwIBPyYrNFYDyUUz+0LYsjmQnEU3UAs3ooNUs4+/8V1yiL/dM+otnkxr7p4wvuXFUkoNurg8gVxadCuhS6GI7JRqotjf4/nVBdjbxtwoX8MPp+yCTBid+Gsmhm2oql0wnMX1lrQNujAmZ5RXDU3dvjuTKF7RL0OlE2cM6WDaBM5FOOaKUT30qLJX5+TZVFdCdoGHfj2i6cBKNlvZUUTvxcVRTott6tr2B51U69rJH86iCUlKjz66KNJvZgkSVkTFQYHBxEIBNDQEBlQ1tDQgNOnT0d9Tm9vb9Tje3t7tZ+Lx2IdE41vfOMb+OpXvzrh8V27dsFimZy7wB0Ahh3KP8upd99Ee4aEs+5eCYAeJ1s7sH17e8TP9vQoP3NaByZkTmST0X4dAB3ePXYaxQMnMeY2QCfJOLP/DbSGzQ+H3ABgwIDNhRde2I5YG4PtY8pxZYYgXn7pxYifVej0GIGE5155CxdrJ1rzZBnYd0EPQIJh4CxcTuUzOXx24ueVD+zYsSPn79nao3w+F08dwvbOQxl5zV4nABgwOOqMOvbOXFDGSOeFs9juOpOR90yWall57xKDjH2v74w57kZ7leMOHD+L7c6J16Lj6u/Q13Ya2+2nxj1XGWcHTrdjOy5Eff3/blOeP99kx+l33wBgwJjbj989vx2WHAjrzmNvIbaPIj/wB4Exl/Jh6Fr3YyQDcSiGMeVzH7xwFiPeyLHXP6L8uxX5XRg5sHvyb5YlLF7ld+g+fQIjo6HrXod6/hU6X8zzL/eo370zpzHiDI1btx8YdSqftbn9AEZClTkoUT+znrZ2jOiij+d4WA+/mfJzAOC144mPmSqsHiAoG6CDjL2v78RkN95cNuUzfvvdgwhenHgvO9Sh/Hyotwvbt1+a3JtlEQuUe/L/7HwTF6qU3+PUJeUe03f+OLYPHov7fMmu/J479x1HWf9R7GpX/i7b+qLeSy4NKWP+fGc/UDk199B84uiweg0LuDI27zNJergh4YUdu9Ay0QyAngHl3/fkkUOQO3JTAz6ozgsPtA/BE5QgQcbwuQPYfnHisRUGPVw+Cb9/6TUsq4w8v4AMDNmV8z+69020xzB3uAaUz/XtY+ew0K3cN57+n92QZT2qimTsf2PnxCep3+lX959EzXAeX8xyxOvqmkR2jmRkbA71KJ/v4ZPnos4j93cp72cbin7tyAaLIGEH9OhQS18bpdGY711u0GMoIOH3L+7Cwih7ou9czB9BPakpaVtbW7bPo6B46KGHIhwQNpsNLS0tuPHGG1FTM7ld7dO9Y8C+PaiyGPHhD9w62VPV0J/ow+/ajsBQWo0tW66K+Nn5V88D7RewbMEcbNmyPGPvmYhLr7dhd885VDbMRsOyeuDgYSxpKMcH3r8x4jin149HDr0Knyzhhk23xqwV/fPxXuD4USxorJrwO+52H0f7oW5UzVmKLe9dMOG5fTY37O+8Dp0E3PvBzdjfMYJnLhxEwFSOLVuuztwvPUl8Ph927NiBW265BUZj7koCAkEZ/2fvKwBkfOi2m2LWFKbKkN2Dbxx5Dc6AhFs33zbBtvpM335geBhXr1+DLaubMvKeyeI51I09fziOtfNq8b73rYt53NA7HXi56zQsNY3YsmXNhJ8/evZNAE5svn4DNoyrmbOcHcDv2g7BZ6rAli0bJzwXAH697V0AI7h940rcdcUsfOvkbgzavbhs/bUxXTeZYNTlxVu7XoFl5TUwFeW2/CRVBm1uYO9+pZ56ww0ZKUmocbcBA13wV7egal3kNUN3ph84fRZlVZWoWrdy0u+VLeodrcBQDzzVc1G1bp72uO9EL3D6PGrrqlG17vKoz20OdgD9HbCXNaFq3RLt8bZ+O/DuYVRYjGjecG3Ec2YV9wKd52E318R83WjIAT+sh99E5ZprIemTV8q8ARkufxDXNZWgJAetwNLhSOcocHAv6svNeP/7bpj06+10HMNJaw/mLb4MW66ZN+Hne//nJNDViVXLFmHLzYsm/X7Z4rnhg+g6M4iWJSux5crZCAZlfOHdnQCC+MjtN6AlSgZNOKPvXsJrz59CsKweW7asxR9+eRDoGcRNV67AlitnTzi+rn0ET519Fz6DBcBYzu+h+cbI3g7gzGksaWmIet9Kh59ceBujfXasWLcB1yycOBf+3pk3AIcLN163EWvD2ipmE6fXj0dPvApPULknrJtbhY/fdVXUY38/eAC954bQsnQVtqybFfGzXpsb8juvQ6+T8BcfuD2mLV863os/dRyFv7gKt9yyFjt27ICxcTFw8gI2LmnEli2rJzzHc6gbr/zhOHyWGmzZcuUkf+PC5+TL54D2NqxeMg9btiyb9Ov1vNWOV7rOorJ+FrZsmXi/PrXjHNDRhmULM/N+yXC7LOPVx/Zobti/vHkdblwaPXz5Vz3vYqh9BPOWX4EtqybOg3f//hjQlh8lsZPa5xIBO7moKa2trYVer0dfX1/E4319fWhsbIz6nMbGxrjHi//29fWhqakp4pg1a9bEPBeTyQSTaWLNn9FonPRNqmtUqQueU23J6A2vqUqp2eof80x43TGPWltbYsrpTba+XLHxjDh9ONWn2HdWzqqYcA4VRiMsRXo4vQHYPEFUlUY/x74xxTY0q2riZyfSojtG3FF/xzP9wwCUWrvyEjPm1Ch2zO7R6MdPNZkYa6kwOOrSSktmVZdOaHuTLnUVBkiS4hSx+4C6cem7o2qATnWZOef/Dh9ePwfugIzrFtfFfe/GSmXyO+TwTThOlmUt4bylpnTCz+fXKeOsy+qK+h6yLOOsetNZ3lwFo9GIlmoLBu1edNu8WDM3e5+JwadcFyS9IaWF3lQw4lK8u5WlJugMmflMStWOIw5vYMLv7/Ip9z6LyZjXn02lWsM/6vJFnKcI7K0uM8c8/zoxrse8EceIxPjGSsuE51aXKdd0q9Ob1ueS6liTIEOSgzAYjTDmqagw6FCuYY0VxRm5homcDIc3GPX17Or9vDLH9/NUaVbH14DdC6PRiG6rC16/ErQ4p6Ysai5COKvU3nCHOqyQdHqthn1RQ3nU37tZnQOJbKZc30PzDTEumyozMy6BUEaSPcbYFFk0FTkcmxVGI+ZUW7Tx8f5VzTHfWxmTQxiwT7yXj7jUcpFSE0ym2BkUCxsUob9jOHRPP9atlD6snVsd9b2XNSslD60Dzhk9JgUDas5ac2Vm1kHV4j7o9kd9PYdXvWZainL6+d9//UL832ePQK+TsHFR7HnmrCoL0D6C/ijjEgAGHflTypXWXfjJJ5/EihUrYDabYTabsWLFCvz85z/P9LlFUFRUhHXr1mHnzpB1KBgMYufOndi4MfoO38aNGyOOBxTLmzh+/vz5aGxsjDjGZrNh7969MV8z21wSIY01E1siTQYRfNRv80xoWzNVYXiiVWTniAsnukYBRG+pAoTCGuP1YhWdH5qj7KKH9w+OxolupR7zcvXiLvrIjrn9MQOxZhKi80NjuTljggKgpPuKEJ3hOO1Ocz02AeXc7tk4L2p7snC07g9RAsBGXT641cV5tITtWZWhFlTR+nsP2D0YcfogSaFwqRatY0S+FyXkjky3kwSAUnXMicTycJxqENlUtJNMBdFWcnz3h3idHwSirWT/uGTpXqsIaZxY21mmCjFjvGZqiPDByfZbF5SrwutojHBbcb8qn4JrZioIt1unem8Ri77ZVcUJBQVA2YCotBhhc/uxr30Yl9TU/gV10a/X4jrt9AbgyW6jsoIgFIqZmXEJJO7mJFL2c92ZZKnaAUKSgNtXxnY8NlaIVqcT0/T7tZDG+CGiInRx2OHFiNMLWVbdSgCuiOHOWKBueg3aPbx2ItRqNlFga7KEghpjdX/IbUtJwQdWN+MvN8zBQ7cvi/veWrecGG0l+6OEKU8VKYsKDz/8MP7+7/8ed9xxB5599lk8++yzuOOOO/D5z38eDz/8cDbOUWPr1q144okn8PTTT+PUqVN44IEH4HA4cO+99wIA7rnnnoggx7//+7/Hiy++iO9973s4ffo0/vmf/xn79+/Hgw8+CEBxWHzuc5/D17/+dTz//PM4duwY7rnnHjQ3N+Ouu+7K6u8Si4tqeM6c6swl7AOhG6o3EJxwwReTE3FDyBVrWqqg10k412/HngtKS5VYdu6aJNpKioVvtCAT0VayfTCWqDAa8f6WIgOq1M8jXiuXmUKX+hlksp2koLpEdAGJsihXx2plHk+Q43V/EB0zakqKYDZOTK4qLtKjVn3+pSgdIM72quGlNSUoVtPcRbp0tONnKiOq2JipdpIAUKre5B1RJnmiI0T+iwqi+0PkZCqZz2u2es0cHPNEdMDoHRHtJCfa08vU7+mYy8ee6ypigtyYoZIxIbDaoohdQKjnenmOJ8ipsqheTeXvUXZxO8TcJ8kNFb1OwnWLFbvww/99AoGgjMZyM+pjtO0sMRm0jhg2dpVEn3q/ivV5pUOlKipGE7x8gSA8aseZXIsKy9QOEFfOrY4rooRanU6c8/Un+XmVmgxYqApb+9pGMOxRNsMMOknbtIr2nBr1Wt3BzYLQNTNDgleV1lIyvtiVq+4PgiKDDv/6wZW477qJJdnhNKlrmu4YXR5EgGg+kPIn+NOf/hRPPPEEPv7xj2uPfeADH8CqVavwt3/7t3jkkUcyeoLhfOxjH8PAwAAefvhh9Pb2Ys2aNXjxxRe1oMWOjg7odCGd5Oqrr8avf/1rfOlLX8I//dM/YfHixXjuueewYsUK7ZgvfvGLcDgc+MxnPgOr1Yprr70WL774IszmzKm3qSBCOzLZThJQ2tZUlxRh2OFF35g7YkdvqnaDq0uKcPXCGrxxbhBObwCSBFzWFF1UqE2irWRPnB7Cwqkw5PDC5vZNmHAJp8LyMFGjubIYI04fuq0urS3RTEUINrMy2E5SUFNShPOY+G8bCMoYUxczU+FUSJbwHTCHx6+1IgRCOx7xFhSzq4oxaPegc8Q1wakjWg0taQilXok2lJeG86c38VQzrDkVMikqKP+O9mkhKkQKXsk4FUrMRtSUmjBk9+DSoB1LZ1UCSORUUL6n/oAMty+A4qL8/nxygdgRTrTDmSwV2m5w9HuhEBtE68l8RQj45/rH4PUH0a46FeamMPe5YUkd/udIt9Y56pMb58Ytx60rM+HikBM2bgajbzSbToWJY9MRJkyW5Pi6+YmNc9E+5MR9182Pe1yj2oq8N8riTXyP68oSf17XLqpF64ADb18YgtGujMflzeVRNxYELdUWDDm8uDTsjCk+zBTEzntDhoRYUZYzEtOpIESF/JxnCvd1dxSngtcfjCmWTAUpOxV8Ph/Wr18/4fF169ZpLciyyYMPPoiLFy/C4/Fg79692LBhg/az3bt346mnnoo4/qMf/SjOnDkDj8eD48ePY8uWLRE/lyQJjzzyCHp7e+F2u/HKK69gyZIlmCq08ofqzJY/ACGFtW+cVUaIClNhl9wSZkVbUFsS82aTnFNBuehHcyqUmgza4q9tINKtMOr0oVPdfbu8KXQxF6/TGcNyNJMIuUAyL7aJ0pbx/7a2sN2OfLbyhu+Aje+BHk/oEoj+2J1RnAdnehWxa2ljSOzSyh/oVNAYUT/3qtIMlj+Ykyh/yPNFsxAV7G6/1uNalmUMidZoCZwdLSKLRnV4ybKsWTCbogTpmYx6FBmUacVYDHv+TCPT5Q/CtWWNVf5QIE6F2VXFqCg2wheQcbZvDB1CVIjSyi8W1y+u1f7fZNDh41fNiXu8cJXZfPnfIjfb9I1lXlSoiFP+IBZuJoMOxiTKWzJJfZkZP/r4FVg1uzLucZlwKgDAtaqD5u3WYVxURYU1LfHfW2wkznSngt3jh10VoDLtVBgLuw+GY9PKH/Lzfi7WItHGpZhzGvX5cU1L+Zv9yU9+Ej/96U8nPP6zn/0Mf/VXf5WRk5qp+AJBbWHRkuHyByB08xCTHMFU1q1vvrxRq9GPlacAJM5U8AWCGFJ342LdJBerNeli91dwokcpfZhdVazdFIHQrnw0dXCmIUSXaILNZBGC0fhMBTFpLjUZcj4JSRUtV2FcCYTY8YjnVBCTiWh5HyIZWNSEAsqOBgB0DrsQDNJiDoTs/Zl0KpRoooIPwXFW/kJxKpSajdr1VXxGNqcPLm8AEoC6BDtBc1SHV8egMg5HnV64VVeZCNodT3gJBAm7BmRKVFB33aJlsAChCXI+u7sAZUNHuBVOdI+GlX4mLyrUl5uxXHU3fmjtLK2ULvbxyvVhbIaXP7h9AW3hn6lxCYTKH6IJXlNVZpsK4j496vJpwrFgIAURZsOCauh1EtqHnNg/qFx/Y+UpCISYJrJFZiriellmMmTM0RJ+LYxWmpPvY7NZddAMO7xw+yIDYYTYlejalysmFdR433334b777sPKlSvxxBNPQKfTYevWrdofkhqne8bgC8goNxu0QZRJQmGNIVEhEJQxok42p2JQVpcU4ZpFym5DPCW3Rt1hGL8TLBgY80CWAYNO0mrTxiMmHyfVUgfBcRESOc5yJnblKSpAs5cmCi1MBzHuBseJClMpdqVKbYxcBeGeaYrzfV6sljacUwUEQTAo45wqgC1tDJU/NFUoYZneQFC7ocx0BtVrWk0G64NF+YMsA65xE0yXmvSW76KCJEnaIlRYkkX5Qk25GUWG2HZcAJgjnAoDytjsUcXFunIzjIbo0weKCpH0ZdzKG9up4PUHtWDYfN11C0dsJBzvsmmLqbkphlR/8baluHV5A/7+5sQOUzoVFMR9ymTQZbRMRozNaIKXsJ4L4SEfKTMZUKK6DsfvCqfiVCg3G7F6tjK27T4JLVXFuGV59C51ghY6FQCEBYhm6HoJAAa9DuXq9XB8qYAsy1rpbb4szMdTXhxyw04Yl+rnVZsn557y1eT48eNYu3YtAKC1VemLWVtbi9raWhw/flw7LhdtJqcbBztGAABr5lTF7IE7GUJOhdBCZGDMo7UKrE+iViwbfPNDK/Gno91xrYtapkIMp4IIdqkvM8X87ERewnhRQSTzrmoZLyrQqQAALm9As9ovach8toT4tx0e928rFkGFICpoYY3jRC+RqRCv/EF8pmf7xiDLsnbt7BxxwekNoEiv04JGAeUG2VxpxqVhFy6NODMWAFeoBIJBzc5fl8FdtyKDYuX3+oNwuP0oMYXGYcipEH9Rng9UlhZhyO7ByJgHaAR6RflCEq6jObWKqNA55EAwKOPigCJyRQtpFFBUCBFu5c2UzVwrf3B6EQzKEfe78OT4XIfhpYNwKrzVOqjZ41PNk3rv0nq8d2l9UscKR9lMD2rUujlVmDM6Vw+V5kz8gMViLl93gwFl3dJUWYzz/Xb0jrq1VuRA8t0fBNcuqsXBDiv0kowffWx1wu+jFsA8w0WFXi3rI3MbBIDSGcrm9k/I+3B6A/CqAaL5KipIkoSmCjNaBxzotroiNveE2CW66U01Kd91du3alY3zIAAOqaLC2gQ2qXSpj1L+0CVCtzLcKjAVmiuL8ZnrF8Y9RuwEDzmi78z2J6FuaqJCjy1iMnZMiApqEFn4eQGh3eaZyvl+O2RZCVSszWC6vqC6JPq/bSE5FWKVP/QkUf6wsK4UOkmZdA3YPZq4J8p0FtaXTmix1lJlUUSFYSeunFedsd+jEBm2exCUAYNeQmWGx2ep2Yhhuwd2lw/1YW6TQmkpCSgCQGvvGLqGHbgSdegdEUGLiRdvDRXFmrDSN+rCQbVLz4o5VTGfI8KubFEWFjMNca8tNRkytsgX+TJBGbB7/RHZCbawln3JtGWcaoSocEHNOWooN2ldbrKBJirMcL1LlDPOznA3p3iZCmIxJ9r75StNFWac77dH7AgHgrK2YZDs5tvHN8zB/vZhLNYPYMWs6AHk4QhRoXPEhYC60TcT6c1Cq1NAEbwuYqJTQZTdmgw6FMcJ0pxqmiuLNVEhHE1UyMLcPB3y/64zgzjYYQUArI0zYZsMDSKoMWzhk81WgZmkJpFTQaibcS74C+tKUaTXwe7xazfVEYdXs5utnB3pVBCZCr02d9Rwl5mCWNwuDutAkElqYnT2sBW4qCDLsjYu45U/mI16rTuJaCEJKM4FAFga5XMPhTvObBcNAAyon3FtmRm6DDvktA4QnsjyB+FUKITuBi3q2LqkZnYIp0JjEk4FnU7Snn+q04ozXVYAwNoFtTGfU6bam+10KoQl7Gduwmc26rXJ73ibeSikMf/HJQDMry2NmMg/eNPirL6fWBCOzfDyB01UiOM4Sget1CpKS9kRhzI2q0ry+34uMiZ6R0P31mGHF4GgDEkKOSsT0VRRjKfvXY+1tcnlHjWWm1Gk18EflGe0O7Y/w8G2glgdIMTfq0uK8tphL0rix5c/iKyPugzmSU2GlEUFt9uN73znO9iyZQvWr1+PtWvXRvwh6TFo92iL29UJUmLTRSh/4ZkKXSPZaxWYSbQwP6dycR+PEEri7Qgb9TosUWvTT3Qr7oSjap7C/NqSCYvXulITjHoJgaAcIcTMNM5pbQ2z01ZTZGBMCGosALukIJqoYHP54fQqtfeJbpBLRM/23lBpzplekacwcZdDTI5jZYzMJAZEq68MT0KAsLDGsAWyPxDU7JK5bo2WDi2ihEHt4NBjTd6pAAALGpTx99s3WxGUgVk1FjTEuV+I8gcbRQUtYT/TJUqVMXaERUhjPnfLCUevk3DbikaUmgx47C/X4pPvmZvV92P5g4IIBM+0U0GUP4Rnewi0TIUCcCoAkYu3fvV7XFNiypoDSKeTMFtrFz1zSyCEUyHT18yqGO1Oxbwz7x00lWJcjnMq2Aq8/OFv/uZv8PLLL+MjH/kIrrrqqrxWdgqJQ6pLYXF9adZ2ZjVRYcyj2f9F+UO+iwpVFiMkSQlNG3Z4tcmBQOwIJap3W95UjuNdNpzsseH2lU041mkFAKyaPbHzhE7NmeiyutBnc+f9Z5QtzmpOhSyJCqpty+r0wRcIap0eCqr8IUqmQo+ap1BlMSa09C5pLMOLJ3q1zxoIFxUmOhVqtW4oFBWyKSqItpIOT2jx5gxzLRSEU0HN4+ixOuH2BdCfglMBAN6/rgVvnerVBLJ1cVwKQEhUsLspKvSOqiGNGc4rqig2omfUPaF23eZSxma+t5MM5/t/sRreQBCmBKGhmUDMG8Z8iqW9cD6lzKI5FTLcZcxSpIdRL8EXkGF1eVFcFHr9UPlDfn/qjeqOcG+4qCDyFDIYBByNOdUWXBhwoGPYiauz+k75S68Its2aUyHyvhTuVMhnhFNhfDm2KH+oyWA77cmQ8ozoT3/6E7Zv345rrrkmG+czYzmo5Slkp/QBUBYikqTcTIfUhbkYoNloFZhJDHodakqKMGj3YmDMM1FUGEvOMnV5cwWATi2sUYQ0rozRzrK2zIQuqwuDM9ipcDZKW8NMUllshE5SaoRHnF5tF16km1fk+SQECE1Ww8dJu7oz3JJE8Jj4bEULSa8/iFY1cT+aQ6RWe78ZvuUGYEBV7uuy0DFHlD+MuUJCghAVzEX6rATqZprKkiKUmg2wu/04dnEYvoAMg15CbZIL3eoyM/7qhkV4YscZAMAVSYoKdCoAHWqbxNkphg8mIrFTIf/FLoEkSTkRFADFFadsTkgYcXrRZMqPiXiu6bQKp0Jmx6UkSagoLsKg3QOr0xdR9hcKaszvzzyaU6FtMPV2p+kgXv9iEk4FWZbx8sk+HOqwIhAM4r7rFmR8IT4ViLKTTP8uVVoXpPGZCqIsJ8/HZYxudMJFU5cnmQop33lmzZqFsrLsLC5mMq+dGQAAXDk/e6FrBr0OtaUmDIx50Gdzo67MFCp/yPNMBQCoKzNj0O5F/5gbyxFpCQ8lxiYSFZTnvds+DLvHjyOXrABil5zUaTvCM3PxZvf40aVexJZkKVNBp5NQrQpGQ/aQqKAF0ORJrVg8tPIHu0fr4NCqho8tqkv8uQk3wrm+MQSDMtqHHPAHZZSaDFEdMrG6TcxERDlXXRa6YER1KoiQxgJwKQDKRL+lthSnOq1497xyn2moKE5JELnuskb0jLjg9QewIIG4KKz3zFQA2geVxcG8mgyLCsWh2vVwQpkK+S/ETgUGvQ7VliIMObwYGPOiKXt7OHmLPxBEj7qZlOnyB0ARvISoEE6hBDUK232X1aXdyy8MKgL/grrMt9QOR3R5au23JzgS+MWei/jK8ye0v7cOOLDt01dm7dxygdsX0LrTZVrAEVkeE8sflPerzvPNK7HxOz5AVKxN8qX8IeXioO9973v4h3/4B1y8eDEb5zMj6Rxx4mSPDToJuGlZcq2R0kXs5Av7m1C9ZlXmv8Ipwq76bRMXUv1JWqaumFOFuTUW2Nx+3Pf0u+gf86DcbMCK5hhOBXXxNlNt5iJPoa7MlNUdhuoouQrZqvvMBnVlJs322a1e9MXEYGF9YlFhbk0JivQ6OL0BXBx24nSvyLEojVpiVhvFGTFTEUGN2clUUIMaXRPLHwqh84NgtjpZPaR2b0g2T0EgSRI+ds0CfPKGxQnDMEvpVNBoV8Mx59VmdjEinAqj4ybIhZapMBXUzfDSsT61jbhRn5024iJXYdQ1PhBP3RHO88XbvJoS6CSl/FJkJLX2K9/jhUlsEEyGZU2KYHuq1xb3uD2tQ3jkTycBAO9b2QSDTsKrp/vx1vnBrJ5fthFzvlKTIePjJFZQY6E4FUT5g93j167z3ValU0iRXpc3m28piwrr16+H2+3GggULUFZWhurq6og/JHV2nOwDAKyfV531up7L1IvW8a5RjLp8GFMnyPle/gCE6tmE3Ufg8Pi13yNRyrZeJ+G+a+cDAN65MAwAeOC9i2LWvM90UeGw6uRY1phdd5II4hSfsyyHEpALwUVj1OuwQA3EO6sKAufV8oWFSexuGPU6rJ1bCQDYfqxHe41oIY1AaFyOefxw+wJJn2cgKOMffncU/+tXBzSXTiHj9Qe0hVVdeebHiWiPaHdPLH+wZLH1XaaZoy5qxViZX5+977NY0Do9/hndNcftC2i7SmIHMlPEat0XylQoHMEr19Rq84iZeU/vVK31zZXFWWlbGKs0p1CCGouLQt2YTqn34Vw5FS5T7/eXhl0Yi5FJ4/UH8cXfH0EgKOOuNc348V9egU+oAadff+EUglGCzAuFi0PK2JxTbcl4Xp8IBB/vOh5RN7Jq8lxUKC7Sa98tMTcWovWcGkvetCBN+c7z8Y9/HF1dXfjXf/1XNDQ0MKgxA7x8QhEVbl3ekPX3WjW7Ev+1vxNHOq3awKyyGAvCyitcCH3jnAqiF3hJkV5bBMTjI+ta8P0dZzHi9KGh3IRPXz0v5rHpBuIFgjKeP9KFXacHYPf48e2PrMqbPrKp8OY5Rfm+ZlH8OurJUl0a6VQYcnjh9gUhSfHbMeYTSxrLcKZvDGf6xvDepXUhp0KSuxsfvGIW3rkwjD8e6tLCKmOJOeVmA4oMOnj9QQyMeZLKbQCA188N4Jn9lwAA24/14tsfWYW/WN+S1HPzERHSaC7Sa/kHmaQ0SuigaONXnueT43Bm14bG4Kq51bh97eysvVeJyQgJgAzlc6tMYQfF4fajy2pHQ2VxSs/LR8QEudychV23WOUPdCokZKaXNGohjVkS6yuKJwbi+QNBjKnCbL47FQBlcX9hwIEzvTasnVOpzTkXZNmpUFVShMZyM3ptbpzpHcP6eRM3ap/ZfwmXhl2oKzPhXz+0EpIk4e9uXozfH+jEqR4bXj83gPcuza7jOVuIDnjZyK4QZS2941oyDouynDwXFQCgpcoCq3MU7YNOLGssR/tQdsrrJkPKs7C3334be/bswerVq7NxPjMOq9OLfe3Kjvmtyxuz/n6rZ1cCAI52jmo3l0JwKQAhp0KfLfKiIFrQNCRZU11cpMf/vnER/mX7KfzTlsviJvOnG4j3x0Nd+L/PHtH+/tPdrfjy+5en9BpTjdcfxB7VLn1tlkUFoRIPqRM9kfVRX2ZCkSE7LZwyzdKGUvwPFKdCn80DhzcAvU7C3CR3KW9f2YQv//cJnFfFiDKzAe9f1RT1WEmSUFeqhojakxcVfr23A4BSrjEw5sHTb7cXtqgQVvqQDYFbtIwMFxWGVYGxqoBEwvn1pVi/sBblliJ84vpFMGbxO6XTSSgtNmLM5cOYK3lR4X8u6vDKnncAKJkP3/7UVQlLLfIZEe42r7Yk42Mz1m6wWLiV0akQk9oZnkejiQqV2VmIiBT6obDPN1z8KoRuTssay/DCsR6c7hnTvse1paacnPtlTWXotblxKoqo4PIG8G87zwEA/vamRdpmYHVJET68bjaeersdv9nXUbCighBi52ZhkSwCOEX5gMidEU6F6gLYJFjSUIZjXaM42zeG21Y0amHgmXbCTYaUZxbLli2Dy+VKfCBJij8d7UEgKGNZYxnm5EBtWtpYhiK9DqMuH/a0KgvGQmmVWF8eGeAn0PIUUqgPvO+6BTj51dtw55pZcY9LdwLyx0OdAIC1cyoBAL/Z1zEhICbfOdTx/7d33/FNVe8fwD9ZTffe0JaW1UJZsvcoGxEQ8MeSIcJXBQcgCi5EHCAIKkPAgaDgQGUKQhFEloAgyChQRhmFUkrp3s35/ZHk0tC0TUPTJvXzfr36gt7c3Jybntzc+9xznucesvIK4eVkhwYBxofhVxR94kF9wOj+3RTricCWpZ5UwSFdCgyEeDqaHBRxtVehR8T90UpTuteTym0a413OO24JqTnYfS4RALB4eDMAwJmbacWCdLYkUV/5wUJZr911wa6UzDwIoR1Wek93LPC0oaCCQi7Hi49GYly3ehYNKOjpK0Ckm5hXISevEH8maC+8ZQBup2bj4q3S5xVbu6t3LXfCV9K8dSZqLJvPf7xyjn7eelAFl5PU8zUyvUR/7uNqr4RSYf03CcJ15zsxCelSFSZTpjFW6GsbOf79dOw6EtNzUcPdAcNaBhs8NryV9vffYxKl5MW25rp+pIIFroUc7ZRSUKjoaIV7NjRSQZ/Q+7wu15n+OyakgnP2PIxyf7rnzp2LadOm4Y8//sDdu3eRlpZm8EPl86NuKPKQ5pYbjlqUnVKOCF0FhK3/3gRgeyMVHjxg6kcq+Jcz+3tpIxT0jJUKLEtieo4UsPn4/5ohIsAVWXmFWHPItpKb7tcl/WlXx9vipfNCdV/Y+i/weF3JK1sJeAHagB0AxCZm4ILuoF/e4ZJPtNSOGqjn54wn24aUuq4U8DKxb/7493UUagRa1fJEmzAvNKmpTU6qrzxji+J1X6o1LRSp93TWHlPyCjTSBfI9aaSC9Z+EVBX9NLSS5gU/6PiVu8jTyODnZo924drA2pFY2+2XgOWSNAKl5FTg9Icy6ac/JP7XRypYKGDvK01TLXrhZhvJ8PT00w4vJqbjfII+n4Jlpz7oReiCCueMBBW+P6q9XhjfIbTYzYr6/i54JNgdBRqB9cduWL6hFnDVgtMfgPujFfRTvzUaIfVNS+ezqwh1dTeu9Dm39KNoQm15pELv3r1x6NAhREVFwdfXFx4eHvDw8IC7uzs8PP6D9XkeQsytNPx7IxUqhQyDmpV+x7wi6S8m9JHkHpWQy6Ei6HMq3MnINUhGox8qX96gginMSYj367+3oBFA0yB3BHs54tkutQFoSwDZUhKdfbp8Ch3rWnbqAwDU9b1/QS6EsKlSp3pBHo6wV2nzHOw5rx0RUMeEyg9Fda7ngx//1xbfTWgj5VUoiRTwMvHkeO8F7UXa4ObaY41+iOQfFxLL1UZrct3CQQWVUi6dCCfpTpKl6Q82PuffkqSRClmmBRUO6fpm23o+aFXXBwBw9OIdaITtHC8fZKlykkBpJSX1iRoZVChJeW8UnE9Ix5NfHsaaQ3E29f1dEn3g3lIjY/2MjFTQDzG39iSNejU9HOCsViK/UCD6bAKAyhupEKELaJxLSDfob6fjU3HmZhrsFPISrxf0oxW+/esq8gpsK0muRiOknAohnpZ5rwMeyKuQlpOPQt177G4DuT7q64IKV5IykZNfiOvJ2vNkS0wXMVe5J97t2bOnxMdOnTr1UI35r9GPUuge4VfqMOeK1rimOwDtXfPBj9S0eBK+iqK/wM8vFLiXlSe9Z/o7QpaI1rnaK2GnkCOvUIOkjFyTovtbTmpHgDzWJBAA0CfSH052CiRl5OLsrTRE1jBevtKa3EzJxskbKQAqJ6hQy1ubvTY9pwCJ6bmIl0qd2k5QQS6XoZ6fC/69kSqN8jDnRKRVqGlVdMpTmaRQI3D2pvbOR/MQbfC3a7gvPvk9FvsuJCG/UFNmEMPaCCFww8JBBQDwcrXHvcw8JKXnINTPBfcybW/6Q2WTggomjFRIy8rDqWv3AGiDCt7uTrC3UyA5IxeXE9JQJ8D6j5fGWHKkwv2SkvkQQkg5G+6PVGBOhZLcn9JY9vSHQo3A1B9P4MzNNOyLTcL2UwlYNa4l7FW2U/mlqLsZuUhMz4VMdv8CpaL5FRmpoO+bKTZSTlJPJpOhvr8Ljl29h0t3KqecpF6otxPslNry0nF3M6UREt8f1eZD6hXpX+KIj/5NAvHhjvO4lZqDjf/ESyMfbUFiei7yCjRQyGUItFCJ+wDd+aS+7Lc+MbizWgm10vo/0wFu9nBRK5GeW4ADF5OQV6iBnUKOQHcHpNyzjrQE5T6L7Ny5s8HPI488gvPnz2P69Ol48cUXLdHGaim3oBAb/okHgEr/4LcO9YRKIYOfqxpvPhpRqa/9MOyUcimhX9EouCWTu8hksnLNXU/LycfxaykAgL6NtEn2VAo52oR5Abg/pcDabTwRDyG0F7iVUX1BrVQgRDfk7WJihsUzVFuKPq+CENrypS2NZG+uKOWpTHL5Tgay8wvhoFIgVFcJoHENN3g62SE9twD/6gJItiQ5IxfZumSYARbMveGty9WSlK59vdx87R0gW0rUWNnKk1PhxJW70AigppNAgIcj7JQKNAvVHi+P6xLF2hpLlpME7gcV8go1yNaNoMsv1CArT/t/jlQoma+L9riZkVuA7LzSRx+uO3INZ26mwVmthKOdAocu38Vm3U0DW3RON2w6xNNRSkJb0Xx1Zb2z8gqRoSu/K81bt5GRCsD98usAoFLI0DDQsnml9JQKuZSLa9MJbV9LzcrHpn+0/x9WyvWCvUohlUxfvveSdBfeFujzA9Rwd7BY3o0AXcDrlu6m1f18CrZxvJTJZKinG8mirxoY5GmZ0rDmMvsv9+eff2LMmDEICAjAggUL0K1bN/z1118V2bZqbdfZRKRk5cPf1R6ddMM9K0uQpyN+faEjtj7f0WaGo+n5PFABIq9AIyUessQdIaBoBYiyL970d4NruDsYTMfooLvbry/RaM2EENhwXBvwerwSp+XopwrE3k6Xpj/YWlChkW4UipuDCl+NbWmxPgkAPrqLXVNyKpy+mQoAaBDoKn0ByeUyaSrU2VvpFmql5VzXzSf097DcSQgAeOtORJLScqSpD45qJdQ2ereyMpQnqHA5Udv36rnePwEOr+EOALiSaHv9EoCUqNXNQWWRu7MOKgXsdH1efxdYXzlHIZcxp0IpnNVKqGTavlZaQDYrrwALdpwHAEzvVR/P6aYx6r8bbZE++V+EBRMvO9op4aILWOhLMernrdvCEHO9pzuEYWDTQEzrUQ/bX+wk5YqoDCNba/MprT18DXkFGizbexHpuQWo5+eMtrobVCU+t00IXO2VuJyUKY2atQXS1AcLDuXXj1TQ52FLztTlU7Ch6yD9jaudumk5oVaUpBEoZ1AhISEBc+fORd26dTF06FC4uroiNzcXGzduxNy5c9GyZUtLtbPa+aFIgsaqiDLV83ORLtBtid8DFSBu3MuCRmhPsnwttD/lGWZ+Ol578fZgVFs/heBIXLLJuRmqypmbaYhNzICdUo4+jYyXNLQEfVDh+LUUpOvucNhKElG9/2sZhLmPN8KvL3RA53qWDRaWZwTN6XjtyWSjB6behJeSFMraVcbUB6BIUDEtxyYrP1QFF92c//TssvvmVd0c7xpO94MKtXTHgqt3MqSqG7ZEn6i1vr+LRUqdymQyKVmjfgjvTV0lFD8XtVXdubI2MpkMusEKSEwvOUv+nxeSkJqdjxruDhjZOhgDdQH2Q5fvStPzbE2MLngc7m/Zu+760Qr6pNopNjhSoZa3Ez4e1gzPR9Utd26kh9U70h9+rmokZeRiye5YfH0gDgDwau/wMpNmO6uVmNgpDAAwd/s5ZOUVWLq5FeKiPteHhZI0AsUTNUrlJG0gSaNefT9tX9QH6kwtWV5ZTA4q9O/fH/Xr18e///6Ljz/+GDdv3sTixYst2bZqKz4lG/t0ma2Htqicqg/VxYMVIIpOfbDEyRtQvmHmZ3QjFR7Mm1Dbxxn+rvbIK9DgaFxyxTeyAv18XJs5uHuEb6XWlK6rO1j+qftseDrZSXWYbYW9SoFhrYIrpRRmeUbQlBTsCi+SFMrWVFZQwafISAVWfjCNqSMVNBqBa7qTyZpFggo1vZy0OVay86XRIbbkfIL+4s0y89YBwF8/lFc3zUJ/ohxgY4HYquCq+1rT30k3Jvqsdnhxr4b+UCrkqOnhiDZh2ulsG/+xzdEK90cqWK5fAsVv/tyf/mA7IxWqkkohxyjdaIVPd19EboEGrWp5olu4r0nPf7pjGGp6OCAhLQef/XHJkk2tMH9d1p4XPxJsuYT/+qDCrVRtvo8bumOmtw3dJGhY5NpCJgPa1S595EplMzmosH37dowfPx6zZ89Gv379oFBw6Ke5Nv6jna/eJszT6qJM1u7BL6s4C9YC1ytP6T79xVtkDcOLN5lMJk2B2GfFUyBy8gvxi25459DmlZvro46P9kRHP5zX0ic+ts7UyiSaIkkaHwx26YfBnn8g07QtqKyggpc+qJCew8oPJnI1MaiQkJKFvAIN7JRy+Ba5FrZTKhCou2MVp5tKYEv0Qbp6FkqGB9yfGhavm/53K0UbXLC10V1VwUOtPdbdLGHEQUGhBrvPaYMKRatjPd5MexPIloaV6+UXaqRpOZac/gAYJmsE7p87efK4abIn24agZS0PBHs6olENN8we0NDkG2f2KgXe6KfNl7biz8u4rptaYK3Sc/Klc+e2FrxI1ucHy8orRFpOAc4WmRZqK1qEeOC9QZGYM6Ah/pzeFVER1lW9z+Sgwv79+5Geno7mzZujdevWWLJkCZKSrPfiyJrtitF+WfXXVQcg0+mH1elLwkgjFbwtmKhNmv5Q+lDerLwCqVyTsQoPXeprh8P/rvv7W6Ptp29JQz47WXj4/oNq+96/OLRXyTGrf8NKfX1b42qvlGpVlxbwupqchfTcAtgp5cWGcYZ6O8FOIUdGboFNDektKNTgZrI2qBDkZdmhqV663BXZeYW4oXtNTn8onbP9/eoPpU1f0E99CPJywoOjemvpgoxX79jeKBr99AdLjlTQV8bRJ7XVT38ItEBp5erGQ/fxLemYd+zqPdzLyoe7owota92/cxoVob1TfC4hHXdtbATN5TuZyCvUwFmttHiuIl8p91UuhBBSBQVrm/9tzdwd7bD+mXb485Wu2PJ8h3IHgno19Ee72l7IK9DgvV9jLNTKinE0LhmFGoEQL0eLBkUd7BRSXo+E1BxpWqgtVGTTk8lkGNk6BE+2rYUgC04VMZfJQYU2bdrg888/x61bt/C///0P33//PQIDA6HRaBAdHY30dNv74q8KSRm5OHE9BQAQFW5dESZboB+REJOgPRhUykgFF30JqtJPImJupUEjtF+ovi7FT+w61fOBUi7DpTuZiNMlmbM26w5ryxYNaxlU6fNyHe2UqKebAjFnQKRF7/JVBzKZDD4m5PvQ50sI93cpVjZSpbgfaIixobwKcXcykF8o4KRWwsfCF1H2KoU0nD9WN+KDlR9Kp3+/CgoFckrJsB+nCyqEGCm9qs+rYGsjFVKz8qUpCfUsGFSQRiroLoz1IxUCGFQok6dupEJ8CWXY9FMfutX3NUgC6+WslkoxHr5i3dMYH3T2lvaubLiF8nwUpU9qeDs9B3cycpGanQ+ZDAgzo8QymUcmk2FW/4ZQyGX47UwCDlpx5bFDl7RVfspKQlkR9KMVTsWnIiEtBzKZ5Ufu/JeUO2W2k5MTnnrqKezfvx+nTp3CtGnTMHfuXPj6+uKxxx6zRBurlT3nEiGEdni8P7/8y61ZsDvkMuB6cjYSUnOkkQqWDCr4mjh3vayop6u9Cq1CtXMyfz+XWOq28gs1+O30rUq90Lt0JwNH4+5BIZdVWX3jlU+2wLqnW2NoC9upr1yV9Pk+ShupoM+qXNJdovAA28urcE5XArN+DTfILXyCDNwvK5nMRI0mUasU0iia9JySp0BcTdQHFYqPNtEvi7OxkQrndaMUarg7WLS0Yw1d3hb9SIVbqcypYCoPXUqUkkYq7Dmv/X7u3qD4jR/98Oy/bKzcqX7aZdMgd4u/ll+RRI36KRfBno6wZ8WcSlXf3wWjWgcDAGZtPoP8Qk0Vt8i4Q7rPkiWnPujpR3JtOqGd5hvq7QRnC5VX/S96qDpc9evXx4cffogbN27gu+++q6g2VWu/x2i/rDhKwTwu9ipp/tOhy0nSXLFaFpz+8OD8wJLo562XVs9YP/+ptCkQe84louuCP/DMt8fR55N9mLzuOK5UwsgG/TzRjnW9pX2ubLW8ndCujneVvLYt0ldwKW1qzlXdZ6SkrMr3kzXazkiF8/EpAO6XHrQ0b1fDIAJHKpRNn1chrYS8CkIIaWpDLSNBhWAfZ8gA3MvIQ2pW2VUkrIU+qKAfdWUpD45UuKkbHRHoxqBCWUrLqRCfko1LdzKhkMvQ3sh3kT5Zo/7uqi0o1Aj8cV6bALky5mDfP2fKxSVdUKGOkc84Wd7UHvXh5WSH2MQMfLX/SlU3p5jY2+lSgvPKGKnQ8YHcZpGBtjP1wRZUSHFvhUKBgQMHYvPmzRWxuWort6BQqvqgn5tH5deylvZL/Yt9V1CgEXBQKeBnZLpBRdGPVMjMK0RGbsnleS4n6b48Syk/FKXL3nvkSrJUCqyoxPQcTF53HDfuZcPNQQWZDNj67y10X7gXb206jVwLlaMUQkhBhf6NmevDVphS7lQfeCtp/p2+vJitjFTQaATO6xIsVVZQoV6REw9fN3sEWHhOcnWgnwKRUUJQIS07Hxk5BZABqOFZ/P10sFPCX/c+63Mv2ILzuuBcfQuX7auhe2+SM/OQkpUnjVYKdOcIyLJ46mKC97Lyi5Xc+/OC9hytaZC70epHrUK1Fz6xiRkmVYSyBv9cu4fkzDy4OajQopblsuvrSVW60nMQm1j2eRFZjpujCjP7apM2frwrVspHZg2SM/Pw1OqjEEJ7se9bCTezHm9eEw5FRsw8mFSdHk6FBBXINH9dTkZmXiF8XdSMjj2EVrqggj66OeiRGmXW7n0YTmqlNDwqsZTRCpd1yYhqlxKRr+XthMgarijQCMzfcb7Y4wt3XkBmXiGaBLnjr5lR2PZCR0SF+6JQI7Dm0FWM+PIoUixwHnMuIR2X7mTCTilHj4YcRWMrTAkqXCtrpIJu+kNcUiayS5n/bi2uJWUgO68QDnYKo8PmLaFX05qYP7oVFo1rgw9Ht4KdksN4y+LioB1jnpZtfJRBgq5qgZeLusT3M0SXrDEu0TYCXgBwKr5yyva52qvgaq/9Xjp29R4AQK2U21TN9arioIT0nf7gaAV9UKFTXeOJij2d7KTRXbYyBSJaNzKyS32fYnl1LEGfUyonX4Ojcdq+yaBC1Rn8SA20CPFAdn4hPtpZ/LyzsgkhsOGfG3j00324npyNYE9HfDKsWaW8tqu9CgOb1ZB+57VYxWJQoRLph7xHRfha9CK4umuhCyoAgFIuw7Oda1v8NYtmMzYmNSsfd3UjD2qVkeH4zX4NAADfH70mJe0EtOUof/j7OgDgrUcj4GCnQESAK74c2xJrnmoFd0cV/o1PwydnFNI82oqiH6XQpZ6PRecBU8XST38oKadCQaFGSkZWUlDBx1kNLyc7aAQQawMXbzG6fAr1At0q7Tgqk8ng7+EIb1d7KOT82jSFSxllJW/rLub8PUqeuqZP1mgrIxWKlkZrWeR7ylL0eRWOxGmTBga42Vs8CV91UUM3oqPod2lBoQb7dQntOtUreRqefu73AStOfleUNO22ksrPOdgpUFuXlFGfF4pBhaojk8nwuq7E5E/Hb1RpUuac/EJM/fEkpvxwEjdTc1DD3QFfjmlRqcHQJ9uEAADkMtsqJ2kLeHZUSYQQzKdQQXxc1AjTXbgPfqRmpZRV0ZeyTEw3PlLhiq4KhZ+rusykL63DvPD4IzUgBPD06r+xL/YOUrPyMWndcQgB9GscgOYhhiekner5YPOkDgjxdERyrgyjvjpaYbWHNRqBzbqgwqMsc2pTyhqpcCs1BwUaATuFHP4lDC2UyWT3kzXesv6gwt+XtCfyETXdq7YhVKqyggq3dEEFv1ISC9aysZEKf8fdq5TSaHr6vAp/6+4GBzCfgsn000Ruptz/Tj95IwXpOQVwd1ShcSnHl866cst7z98ptWSqNThwMQkXEzNgp5BL7a4MEzqGGfxem0GFKtUs2AP9GgVACODdX89War8tKNRg97nbmPbjSUR9tBcb/omHQi7Dyz3r4fdpnVG3kit9NQh0xYdDGmPhE03h7siRXRWJQYVKcv52OuJTsqFWyo0m/6HyealHPXSp74OpPetVyuvpEw8lljBS4bLuTpqpdZhf7xuBcH8XJGXk4skvj6D9vN24ejcLNdwdMGdApNHnBHs54tvxLeBjLxCfkoNhK//CtbsPH1g4GpeMG/ey4axWokcl3cmgiqGv/lBSokZ94Kmmp0Opd/X1eRVirDxZ45Xb6bhwMxUKuQzt6rOvWjMX+7JGKmj7ZoB7yUHhEN2FSGJqDrJKyWdjLfRZzNuEWj7hGKCtMAHcn/4QwHwKJtMntIxPuf8duveCNmDZvo53qSWV24R5Qa2U42bq/eoG1kiI+9MsR7QONpojwlIGPVJDqgLh72rPEZBW4JXe9aFWynHg4l2sP3ajUl7zdloOei76E099/Td+Pn4D8SnafGGrx7XC5G51q6wiyBMtggymQVDFYFChkuhHKXSo4w0HO87HfViPNQnE1+NaVVqVgvvTH0oYqaCrzhDqbVo03stZjY2T2mNUm2DIZUBGbgHUSjlWPNm81GFg/q72eL5hIcK8HRGfko2RX/6F1BJO2k31y3FtaZ2+jfzZN22MdxnTH8qq/KAnVYCw8pEKO05oT4Ra1/VhBQYr5+JYelAh4Z5++kPJd9ed7VVSH7eFKRB/VWJpNOD+SAU9Vn4wnX6kQnyR6Q/6fAqdS8inoGevUqC1LlP9Xt1zrNHvMYk4cT0FDioFJnWtU6mvrVYqpNEKTIZnHUK8nDC1h/ZG3JytZ6UytJZSUKjB8+v+weWkTLg7qvBU+1CsfqoVDszohg51eXO1OmJQoZJsP30LQOXNaaOKJY1UKOHi7XKSPkmjaSMVAO2JybsDG+HkrJ5Y81QrbH2+AyJrlJ00xs0O+OaplgjydMD15GzM+Plfs4ey5eQX4tdT2r75+CM1zdoGVR19ToWM3ALkGKkMUlaSRr2IAH0FiDSrHc57Nz0Hf13QBmd7NWNftXbSSIWc4kEFjRBI0OdUKGOaQIivbUyBSCuST6F1mOXzKQBAzQfyUXB+sOn0ozz00x9SsvLwry5fS8dS8inoddJdFFlrUCE9Jx9vbzkDABjbvpb0XVGZxrUPxcInmmBW/4aV/tpk3PgOoWhS0w3pOQWYsOZvZJYyAiz2djr2nE80egw3xcLoCzgSlwxntRIbn2uPt/o3QOd6PmVOESbbxaBCJYi9nY7T8WlQymXoE+lf1c0hM/hKdZeNj1TQV34wdfpDUS72KnSq51OueWW+LmosGf4IVAoZtp9OMHso29Z/byEjtwA13B2kqhpkO1zUStgptYdxY6MVTA0q1PF1hlymLbFWUuCsKmk0Ait2nkOhRiC8hhvC/HjxZO2knApZxU9I72XkIr9QA4VcBu8yRpvV8rGNZI17ziVCI4BaXo6VltugS30f9GsUgMcfqYE1T7Xi+UU5BLpp+911XRWS/ReToBFAPT9nk/5+XeprRzMcvpyMlCzj08+q0rtbY3DjXjZqejhU+igFPYVchscrKe8VmUapkGPx8Efg5WSH0/FpeP67f1BQqCm23qYT8ej36X6MW3UUTd+Jxpf7r5TrdfacT8SyPy4BAOYNblxmAnOqHhhUqAQbT2iHl3ep7wsPlnuySb6lDDPXaATikswPKpirSZA7puiGsi3bcxGFmvLdYc4r0ODT32MBACPbBLMiiQ2SyWTw0U0DuGMkWeN1E4MK9iqF1HerMjN0SX49dg0xN1KgVskxPqp+VTeHTCAFFYzc5dJPffB1K7uaRqgu2HrhZmoFt7Di5BVosDD6AgBgQNPKm6drr1Jg6chHsPCJpuhUz4eVH8qhjq8z7BRy3ErNQezt9DJLST6oto8zIgJckVeowVcH4izY0vLbdCIeP/x9HTIZsGBoE94ZJgPBXo74fEwLqJVy7D6XiNlbDBM3Lt97CS9+fwJ5hRp4OtmhUCMwb/s53LhnWg6vi4kZmPrDCQDA6LYh6Nc4wBK7QVaIQQUL02gENv6jzaw/sBkz69sqv1JGKtxOz0F2fiGUclmlR+THtK0FNwcV4u5mIfrs7XI994e/r+Nacha8ndUY266WZRpIFqefc55U2kgFr7L7ZbhuCsSZm9YVVDh1NRnrD2nvkjzZuW6pJQjJerjqsmpn5RYgr8Bwas4tXXI8v1KSNOrVC3SDQi7DnbQcJFp4DrC5vvnrKq7e1R5LJ3YKK/sJVOVc7JVoX0ebF2HTiZvYfU6XT6G+aUEFmUyG57tpRwCsOnDloXMbVZR/rt3D9J/+BQA807k22oRVTn4Psi2PBHvgk2FNIZNpj1/vbD2Luxm5mL/jHOZuPwcAmNgpDH+/3h3tanshr1CDj3fFlrndLSdv4rEl+3EvKx+RNVzxWt8IS+8KWREGFSzs76v3EJ+izazfnfkUbJZ+pEJmXiEyHpiDpp/6EOzpCJWicj9STmolRrUJBgCs/POSyc/LyC2QRim8EFUHjna8k2GrfEqoAJGanY8U3dDzIBMuxB8J9gAA/K2reW8NbtzNxJLtZyEE0CHCD50acHi3rXBSK6XM3ncfCHjd1uVTCDCh7KKDnRJ1dNVJTl+7V8GtfHiHLt3FRzu1Gfan9awHJ94Vthl9IrV3UD/bewlJGbkIcLNHq1DTpwH2buiPen7OSM8pKPfwcEtIysjF/745hrwCDbpH+OHlnhzVRSXrHRmAN/o1AACsOhCH5u/uwtI92vPI6b3q47W+EZDLZXildzgA4JfjNxB7u+TcNpfuZOClH04gK68QbcI88dXYllVW3YGqBoMKFrbhH+3Uhz6R/vxw2TAntVIaQpj4wGiFy1Uw9aGoMe1qwU4hx/FrKVKisLJ8susC7qTnopaXI4a1DLZwC8mSvJ2NT83RT33wdrYz6UKnte5k+u+4e+WeSmMJJ+Pu4p0fjyMrtwC1/V0wrls9Du+2ITKZDF66knJJDxwzb+r6pqmjTiJ1Aa/T16wn4FVQqMG6w9cw7usjyMorRMe63hjanAlEbUmPBn5QyGXS8e75bnWhVpp+niaXy/BilHYK4vK9l6RpkFVBoxGY+uNJJKbnoo6vMz4e1rTUsphEgDZx4+ejW0jlP8O8nfDhkMYGeTiaBrmjV0M/aASwQBdANWZh9AUUagQ61/PB2qfbwNeFJW7/axhUsKDcgkJs02XWH8R6qDbP11VfVtLw4u2KbqRCWDkqP1QkXxd7dAv3BaBNvFiW8wnp0hzQtx9rKCX6I9ukDyokPZBTQT/1wdQpOREBrnBWK5GeW1CleRWEENh+/Do+2nwK2XmFqB/ohmmPNYJdOU72yTr46E4qk9IfCCro5uYGmtg39UGFs9dToLGCgNeBi0no+fGfeG3DKeTka9At3Befj24BZSWPVKOH4+Fkhza6Sh3Bno4Y2qL8QaG+jfzRsa438go0eGPj6SqrnrP28FX8eeEO7FVyLB3xCPMokMl6NPDD3uldse+Vrvh9Wmc80SKo2Dov96wPuQzYceY2/jEyYux0fCp+1Z1/zugTzoDWfxS/AS3oj/N3kJqdD39Xe6mmMdku/RSIxPQHRypos5KHejtXepv0Hm2iHca59d+bZZ7UfLA9BoUagV4N/dClvm9lNI8syKeEJKL6oEKIiRduCrkMLWppL96OXDHvjrBGCGTnFSDXSHlLUxQUavDl7+exbt8lCAF0buiPGY83gYsDE9zaIn1lh6IjFXLzC3FX93ugiSMVQv1c4GinQGZuAS5XcWnJeb+dw8gvDuPynUx4OtnhzUcbYMWTzTkS0UY907k2QrwcMWdgpFnTF2UyGd4dGAm1Uo79F5Pw7V9XLdDK0mXlFeAT3XTGGb3DUd/f9EpSRIA26WuQp2OJowHr+rlIZcc/2HauWMUI/XTax5oESiWq6b+HoUwL2qib+jCgaSCjdtVAoG7+7417hsnCriRV7UgFAOgW7gtHOwVu3MvGyRupaBrkbnS9f67dwx/n70Ahl2FmHybQqQ4CdKXRbqQYZmY2tZxkUS1reeKP83dwNC4Zjz9iemLZf+Pu4vdTN3HqajLyCwVkAAK9HDGgZQja1jctl0xaVh4+/fUMzt9MhUwGjOhYG72a1uSUBxtmLKhw614WBABne6WUzLEsCrkckSGeOBJ7B3+cvinlWDDVvcw8aISAl25Uj7n+vHAHn+nKpI1tVwtTe9aDq73qobZJVatjXR/snd71obYR4uWE6b3q491fY/DO1rNoWMNNylFTGb4+GIekjDwEezpiZJuQSntd+m95qXtdbDl5E0fikvH6htOYO7gRZDIZLiZmIDpGmyj8haiqKV9K1oFBBQu5ejdTysZfmSWmyHJCvbRBgytF5k3mFWikuethVViH19FOiagIP2w5eRNbT94sMaigv5vxeLMarBtcTehzecQlZUEIIV2EXy/n9Afgfl6FI1eSTR7Gu/PEDXyz96LBMgEg/m4WVkafQ21/V/iWUff9elIGFm45jaS0HDjYKTC5TwM0rsXRXbbOWFBBn08h0LN8x5/ezWriSOwd7I+5jYGtaknbLk1SRi4WRV/A90evo1AjUMvLEdN7hZtV4iwtJx+v/qzNqj+mbQjefqxhubdB1df4DqH4O+4efjuTgCGfHcQjwR5QKeQI8nTAq73DiwW0hBDYefY2/rmWAm9nO/Ro4IcQr/J/J99KzcaKvZcBAC9G1a30ZNH031HTwxGfDm+GZ789hh/+vg4XeyVe7xeBL/ZdhhDaaRR1fDlK5r+MQQUL+eT3WBRoBDrV80GDQA4Fqg70F+FFgwrXkrOgEYCTnUIahl5V+jcOwJaTN7Hl35uY2Tei2OiYI1eSpVEKk7sxmlxdaIcsait6JGXkSf3w6t3yj1RoVNMNTnYK3M3Mw77YpFLXLdRosOnINWw4HAdAO1WhR5Oa8Hd3QHZeAZb9FoOYGyn48cBlTO5b8gVYTn4hPtz4L1Iy8+DrZo+pjzVCjXJecJJ10udUuFNkylh58yno1Q1wQ4Oa7jh7IwWbjlzFU7oEeXpZeQVIzsyDQi5DQaHA8Wv38PbmM7iXdb/UX9zdLExadxwnb4RhZp9wk0fBCCEw4+d/cSs1ByFejni1T3i52k7Vn0wmw4dDGyMzrwD7YpPw91XtvPNDl4F9sUn4bFRzKdifmJ6DV3/6F3vO35Gevyj6Aj4e1gw9GpheJSw7rxAT1vyN1Ox8NAhwxUDm7iIL69XQH+8NaoSZv5zCF/uvICYhDUevaPv6M51ZTve/jkEFC7iYmCFNfZjWo14Za5OtuH9H+H5Q4fIdbT6FMB/nKh+m3aW+LzwcVbidlot9sXcM8iXkF2rw5sbTAID/axlk1h0Rsk72KgUC3RwQn5KNq3cz4eOiRkGhBvG6sn3BXqZfvKmVCoxqG4IVey9j+Z9XMPGBwiBCCPx9KQlnrt3DxYQ0XNX1//4tgjG0Xaj0GVCrFBjZqQ7eXPc3DsfeQe9bqagT4Gb0NX//Nx4pmXnwcbXH2//XHC4OHE5eXXjpRhOkZOShoFADpUKOm8na46ep+RSKGtg6BGdvpOCPM7dwJTEdDmol7mXkYkZ2frFSv3rh/i6Y/VhDhAe44rM/LmH53ktY+edlNAx0NXkU4dcH47DtVAKUchkW/V9TluAlo1ztVfhmfGtcT87CX5fvQiaTYdkfF3H5TiZGfP4XvhrbEl5Odhj39VHcuJcNO4UcA5oG4kJiBk5eT8HEb/7GJ8Oa4bEmZU89237qFj75PRbnEtLh6WSHFU825zRbqhTDWwVDCOC1Dadw4OJdAECX+j5oHmJ6OVaqnvjNWME0GoG3Np2GRgA9G/ihSQnD0Mn26Ecq3M3MQ2p2PtwcVNKohaoqJ1mUnVKOAU1r4OuDcVh/7IZBUGH1wTicv50OD0cVprN2dbUT6u2E+JRsXEnKRItanriVmoNCjYCdUg6/cpZ1mtAxDGsOXsXZm2k46ypDK93ypLQcfLHrPM5cv5/52cFOgdFd6qJ9uF+xoFqIjzPaR/hhf8xt7Dl9y2hQITuvAFv/vgYAGNS6FgMK1Yyrgwp2SjnyCjS4m54LP3cHafpDjXKOVACA8BruGNouFJuPXpUCWkXZKeTQCAGFXAYPRzsMaV4TL0TVlSrczOgTDgeVAot2XcCcrTHoUt8XbmX0uU0n4jFn61kAwGt9Iyp1rjzZpiBPR2naWe9IfzzzzTHsv5iEYSv/ktYJ8XLEF6NboK6fixT0//7odcz4+V80CHApdRj5L8dvYOqPJwEAzmolPhv5SLmmuRE9rBGtg+HlbId/rqXgkWB3dK7vU9VNIivAoEIFW30oDgcv3YWDSoHX+jIRXnXirFbC10WNxPRcxCVlokmQu1UFFQBgSPOa+PpgHKLP3EZqVj7cHFU4fu0ePtyhrS38au9weDgxk351E+LliP0Xgbi72v4olZP0cIC8nHevvJ3VGNUmGJ/vu4KvL8iR7ZsAD2d7rNpzAenZ+VApZOjWKBCBnk5oGuoFz1KS33WM8Mf+mNs4fjlJulNd1O5TN5GRUwB/dwe0C2clkupGJpPB29UeN5OzkJSWA29XNRJ0I2jKm1NBv73HWoagS8MAHLucBIVcDgd7FXqEuiPUy9GkMnrPdAnDphPxuJyUiY93XcCs/iVPzdlxJgFTfjgBjQCeaFET49rXKneb6b/NWa3EF2Na4Pnv/pHybLUO9cSSEY9IU9VUCjneG9QI15KzcPDSXTz77XFsmtze6IiYzNwCzN1+DoD2jvErverzO52qRK+G/ujV0L+qm0FWhEGFCnQjJQvzftMe7F/rG85EeNVQLW8nJKbn4oouqHD5TtVXfigqsoYbIgJcEXMrDW9sOo1nOodh4ppjyCvQoEcDP6P1h8n2FU3WCJhX+aGo56Pq4p9rKfj76j188+claXmIjzOe79sAfu6mbTe8hjtcHVRIy87H2RspaPzA8MgDuozRfZsHQSFngrHqyNtFG1S4k5YDz1S1NILG8yFy0Lg62qFrZCDyCgWyCzQI9XGGs8q0/qNWKvBW/wYYu+oofjh6HVN71IOLkQoOQgjM33FeCijMfbxxlU9xI9tkr1Lg89EtcDcjF05qpdHyowq5DJ8Ma4Z+n+5DbGIGXt9wGgufaFKszy3fewmJ6bkI8XLE2481gFrJUqZEZB1s5iwuOTkZI0eOhKurK9zd3TF+/HhkZBQf/lh0/eeffx7169eHg4MDgoOD8cILLyA1NdVgPZlMVuzn+++/N6uNC6MvIidfg7ZhXhjFsj7VUliRZI0FhRqcuantT/X8rCfj7et9I6CUy7Dl5E30+3Q/kjJyEe7vgo//r2m571qTbaily5GhH6mgz/VhblDB1V6FFU8+gn5Bhajh6QhfN3t0iQzAG0ObmRxQAAC5XIaWdbTDIg9fSDR47MbdTFy/mwmFXIZWdTh0srqSKkCk5+D0tWQAQC0fZ8ir8AK9cz0f1PZxQlZeITaduGl0naNx93AxMQMOKgXeeLQBj5300Lyc1UYDCno+LmosHt4MCrkMG/6Jxw9Hrxs8npFbgC/3XwEAzOwTzoACEVkVmwkqjBw5EmfOnEF0dDS2bt2KP//8ExMnTixx/Zs3b+LmzZtYsGABTp8+ja+//hq//fYbxo8fX2zdVatW4datW9LPwIEDzWrjnvNJUMhlmD2gIe9oVFNFK0CcvpmGzLxCuDmoUN+Kggod6nrjoyeaQN8F+zbyx5rxreBkwtBgsk21iiQRFULgSJw270HTYHezt6mQy9CzpsDs/2uGj8a2wfio+qWeEJekVV1twODYpSTkF2ik5fogQ6MQTzgZuVNM1YOfu7ac6Ln4FByO1Wa7b1HFQSSZTIYRrbWB/7WHrxktn7r28FUAwICmgXBl/6RK0jrMC9N6ahN8v/drDG4XKce67d9byMorRJiPE4edE5HVsYmrjJiYGPz22284evQoWrRoAQBYvHgx+vbtiwULFiAwsHim3MjISPz888/S77Vr18Z7772HUaNGoaCgAErl/V13d3eHv3/FHKCfbBNiVXetqWKFFgkqHL6szXrbspan1d3FGtC0BoI8HaGQyZgs9D8gyNMBchmQmVeIuLtZOB2vHUHTOtSrilumnQLh4WyHexl5OBybiA4R/hBC4C9dUKFNPeZSqM5a1/XBjwcu43z8/VGCLa1gZMrgR2rgw9/OIeZWGv65nmKQgPFeZh62n0oAoE1IRlSZ/tepNnacuY2T11Mwe8sZLBvZHADw07EbALS5k3jjioisjU0EFQ4dOgR3d3cpoAAA3bt3h1wux+HDhzFo0CCTtpOamgpXV1eDgAIATJo0CU8//TTCwsLwzDPPYNy4caUesHNzc5Gbmyv9npaWBgBoVtMVL3QNRX5+fklPJRsX5KadB3w5KQP7dXfdWoa4VdrfXP86prxeowBnk9cl2yYHEOhmjxspOfjucBwKNQJBHg7wcVKa/fcvKNCW6BOFBRCF5p/AygB0jwzA+r+uYvvx62hX1wunr6cgISUbKoUczULcIAqNlwMk2+fpqESbut44cF57vKzt5wIvJ6XB31z///L2A1EoIAo1KMjPR345B146qWToG+mHDSdu4dtDcdLxEgC2nLyBvEINIvxdEOHnxGNoNVKe79CqNKd/BAYt/wvbTiVg8z/X0SDAFUfikiGXAY818rP69pPt9DWyfdbSx2wiqJCQkABfX8O7WUqlEp6enkhISDBpG0lJSZgzZ06xKRPvvPMOunXrBkdHR+zcuRPPPfccMjIy8MILL5S4rQ8++ACzZ88utvyJgGTs2x1tUnvINhVoACelApm5hdinq8+bH38W27adrdR2REezn5EhH4UcNyDXzbmVIVCZiW3btj30drNOHUDWQ26jWQGwUa7AtaRMHNr9JzbGyQHI0NanADmn9iOnzC2QLWuvBg7oTjci7VNw79gfRtdLObHfrO3vPW1eu0IKAECJLSfi0VJ5DY66M6Jvz8oByFHHLqVCPkNkfWzhO7RbgBzR8XK8+tNJ+DsCgAz13TQ4tn93VTeNysEW+hrZtqyshz1LqxhVGlSYMWMG5s2bV+o6MTExD/06aWlp6NevHxo0aIC3337b4LE333xT+n+zZs2QmZmJ+fPnlxpUmDlzJqZOnWqw/aCgIER16wovr6ofbkyWlRsQj9c2ngEAOKkVGD+4e7FSeZaSn5+P6Oho9OjRAyoV5/nSfWGPpOOxZYdQKLSjCoZ0aoy+TYtPDTNVanYeDuzZBcdG7aG2e7i+5gGgY85F7D6dgBUxCggAzvZKDH+0BZzsbSK2TQ/BA0CXglicjU9F96jGcHM0LIEnCguQcmI/3Jt2gExhen/QV3/oGOAEJxOrPxi8rhD47c4hnLudgUyfhhjSNgTJmXmYengvAIEXB3dGiJnJTsk62dJ3aI9CDUZ8eRQnrqfiSjrgaKfA20Nb4ZGHyJVDlceW+hrZtrt371Z1EwBUcVBh2rRpGDt2bKnrhIWFwd/fH4mJhpnDCwoKkJycXGYuhPT0dPTu3RsuLi7YsGFDmR/s1q1bY86cOcjNzYVabbzklVqtNvqYSqXigeM/YHjrEGw8cQtH4pLRspYnHOzNL41mLvY1elCjIE883qwmfj6unXfbrq7vQ/URZb42qaJMoSzXhV5JHm8ThvjkbJzXVUwZ2i4Mzk72D71dsg3je0SUuU55+5oMAjKhgVKlgsqMoAIAjGwTgjc3ncG6ozcwpn0Y/oi9i0KNQMNAV9TxczNrm2T9bOE7VKUCFg9/BMM//wt+rvaYP6Qxwnycy34iWRVb6Gtk26ylf1VpUMHHxwc+PmUnbGrbti1SUlJw7NgxNG+uTVize/duaDQatG7dusTnpaWloVevXlCr1di8eTPs7cs+gT1x4gQ8PDxKDCgQyWQyfPREEyyKvoAx7WpVdXOIJNN61sPeC4kI9XZCDV3WfWvh5mSHN4Y2w+XbaUjOyEXzMO+qbhIRBjargY+iL+DynUws2HEeh69oy172bRRQxS0jAoI8HbHvla5MzEhEVs8mxp1GRESgd+/emDBhApYvX478/HxMnjwZw4YNkyo/xMfHIyoqCmvWrEGrVq2QlpaGnj17IisrC99++y3S0tKkhIo+Pj5QKBTYsmULbt++jTZt2sDe3h7R0dF4//338fLLL1fl7pINCPJ0xML/a1rVzSAyEOjugH2vdIOd0nqrBYf5uSLMr6pbQaTlYq/CnAGReP67f7Diz8sAADulHP0bmz91iKgiMaBARLbAJoIKALB27VpMnjwZUVFRkMvlGDx4MD799FPp8fz8fJw/f15KVnH8+HEcPnwYAFCnTh2DbV25cgW1atWCSqXC0qVLMWXKFAghUKdOHSxcuBATJkyovB0jIqpADnaKqm4CkU3p3yQQO84kYOu/t+DjosZnIx9BsBdzKRAREZnKZoIKnp6eWLduXYmP16pVC0II6fcuXboY/G5M79690bt37wprIxEREdmeBUOboEcDP7Sr7Q0fF05/JCIiKg+bCSoQERERWYK9SoEBTWtUdTOIiIhskvVOvCUiIiIiIiIiq8agAhERERERERGZhUEFIiIiIiIiIjILgwpEREREREREZBYGFYiIiIiIiIjILAwqEBEREREREZFZGFQgIiIiIiIiIrMwqEBEREREREREZmFQgYiIiIiIiIjMwqACEREREREREZmFQQUiIiIiIiIiMguDCkRERERERERkFgYViIiIiIiIiMgsDCoQERERERERkVkYVCAiIiIiIiIiszCoQERERERERERmYVCBiIiIiIiIiMzCoAIRERERERERmYVBBSIiIiIiIiIyC4MKRERERERERGQWBhWIiIiIiIiIyCwMKhARERERERGRWRhUICIiIiIiIiKzMKhARERERERERGZhUIGIiIiIiIiIzMKgAhERERERERGZhUEFIiIiIiIiIjILgwpEREREREREZBYGFYiIiIiIiIjILAwqEBEREREREZFZGFQgIiIiIiIiIrMwqEBEREREREREZmFQgYiIiIiIiIjMwqACEREREREREZmFQQUiIiIiIiIiMguDCkRERERERERkFgYViIiIiIiIiMgsDCoQERERERERkVkYVCAiIiIiIiIiszCoQERERERERERmYVCBiIiIiIiIiMzCoAIRERERERERmYVBBSIiIiIiIiIyC4MKRERERERERGQWBhWIiIiIiIiIyCw2E1RITk7GyJEj4erqCnd3d4wfPx4ZGRmlPqdLly6QyWQGP88884zBOteuXUO/fv3g6OgIX19fTJ8+HQUFBZbcFSIiIiIiIqJqQVnVDTDVyJEjcevWLURHRyM/Px/jxo3DxIkTsW7dulKfN2HCBLzzzjvS746OjtL/CwsL0a9fP/j7++PgwYO4desWRo8eDZVKhffff99i+0JERERERERUHdhEUCEmJga//fYbjh49ihYtWgAAFi9ejL59+2LBggUIDAws8bmOjo7w9/c3+tjOnTtx9uxZ7Nq1C35+fmjatCnmzJmDV199FW+//Tbs7Owssj9ERERERERE1YFNTH84dOgQ3N3dpYACAHTv3h1yuRyHDx8u9blr166Ft7c3IiMjMXPmTGRlZRlst1GjRvDz85OW9erVC2lpaThz5kzF7wgRERERERFRNWITIxUSEhLg6+trsEypVMLT0xMJCQklPm/EiBEICQlBYGAg/v33X7z66qs4f/48fvnlF2m7RQMKAKTfS9tubm4ucnNzpd/T0tIAAPn5+cjPzy/fzhGVg75/sZ+Rpelzy4jCAohCWRW3hqozUVhg8K/pzxMQhRoU5Ocj3zbukVAV43coVRb2Naos1tLHqjSoMGPGDMybN6/UdWJiYsze/sSJE6X/N2rUCAEBAYiKisKlS5dQu3Zts7f7wQcfYPbs2cWW79mzxyBnA5GlREdHV3UT6D8i69QBZJW9GtFDSzmx36zn7T1dwQ2hao/foVRZ2NfI0oqOwq9KVRpUmDZtGsaOHVvqOmFhYfD390diYqLB8oKCAiQnJ5eYL8GY1q1bAwAuXryI2rVrw9/fH0eOHDFY5/bt2wBQ6nZnzpyJqVOnSr+npaUhKCgIXbt2hZeXl8ntISqv/Px8REdHo0ePHlCpVFXdHKrGUrPzcGDPLjg2ag+1HfsaWY4oLEDKif1wb9oBMoXppyV5hQLZBRp0DHCCk4ojFahs/A6lysK+RpXl7t27Vd0EAFUcVPDx8YGPj0+Z67Vt2xYpKSk4duwYmjdvDgDYvXs3NBqNFCgwxYkTJwAAAQEB0nbfe+89JCYmStMroqOj4erqigYNGpS4HbVaDbVaXWy5SqXigYMqBfsaWZoyXwMAkCmU5brQIzJXefuaDAIyoYFSpYKKQQUqB36HUmVhXyNLs5b+ZRPfwhEREejduzcmTJiAI0eO4MCBA5g8eTKGDRsmVX6Ij49HeHi4NPLg0qVLmDNnDo4dO4a4uDhs3rwZo0ePRqdOndC4cWMAQM+ePdGgQQM8+eSTOHnyJHbs2IE33ngDkyZNMho0ICIiIiIiIqL7bCKoAGirOISHhyMqKgp9+/ZFhw4dsHLlSunx/Px8nD9/XppXYmdnh127dqFnz54IDw/HtGnTMHjwYGzZskV6jkKhwNatW6FQKNC2bVuMGjUKo0ePxjvvvFPp+0dERERERERka2xmTKunpyfWrVtX4uO1atWCEEL6PSgoCHv37i1zuyEhIdi2bVuFtJGIiIiIiIjov8RmRioQERERERERkXVhUIGIiIiIiIiIzMKgAhERERERERGZhUEFIiIiIiIiIjILgwpEREREREREZBYGFYiIiIiIiIjILAwqEBEREREREZFZGFQgIiIiIiIiIrMwqEBEREREREREZmFQgYiIiIiIiIjMwqACEREREREREZmFQQUiIiIiIiIiMguDCkRERERERERkFgYViIiIiIiIiMgsDCoQERERERERkVkYVCAiIiIiIiIiszCoQERERERERERmYVCBiIiIiIiIiMzCoAIRERERERERmYVBBSIiIiIiIiIyC4MKRERERERERGQWBhWIiIiIiIiIyCwMKhARERERERGRWRhUICIiIiIiIiKzMKhARERERERERGZhUIGIiIiIiIiIzMKgAhERERERERGZhUEFIiIiIiIiIjILgwpEREREREREZBYGFYiIiIiIiIjILAwqEBEREREREZFZGFQgIiIiIiIiIrMwqEBEREREREREZmFQgYiIiIiIiIjMwqACEREREREREZmFQQUiIiIiIiIiMguDCkRERERERERkFgYViIiIiIiIiMgsDCoQERERERERkVkYVCAiIiIiIiIiszCoQERERERERERmYVCBiIiIiIiIiMzCoAIRERERERERmYVBBSIiIiIiIiIyC4MKRERERERERGQWBhWIiIiIiIiIyCwMKhARERERERGRWWwmqJCcnIyRI0fC1dUV7u7uGD9+PDIyMkpcPy4uDjKZzOjP+vXrpfWMPf79999Xxi4RERERERER2TRlVTfAVCNHjsStW7cQHR2N/Px8jBs3DhMnTsS6deuMrh8UFIRbt24ZLFu5ciXmz5+PPn36GCxftWoVevfuLf3u7u5e4e0nIiIiIiIiqm5sIqgQExOD3377DUePHkWLFi0AAIsXL0bfvn2xYMECBAYGFnuOQqGAv7+/wbINGzbgiSeegLOzs8Fyd3f3YusSERERERERUelsIqhw6NAhuLu7SwEFAOjevTvkcjkOHz6MQYMGlbmNY8eO4cSJE1i6dGmxxyZNmoSnn34aYWFheOaZZzBu3DjIZLISt5Wbm4vc3Fzp97S0NABAfn4+8vPzy7NrROWi71/sZ2RpBQUFAABRWABRWPLxkOhhicICg39Nf56AKNSgID8f+bYzm5OqEL9DqbKwr1FlsZY+ZhNBhYSEBPj6+hosUyqV8PT0REJCgknb+PLLLxEREYF27doZLH/nnXfQrVs3ODo6YufOnXjuueeQkZGBF154ocRtffDBB5g9e3ax5Xv27IGjo6NJ7SF6GNHR0VXdBPqPyDp1AFlV3Qj6T0g5sd+s5+09XcENoWqP36FUWdjXyNKysqzjLK1KgwozZszAvHnzSl0nJibmoV8nOzsb69atw5tvvlnssaLLmjVrhszMTMyfP7/UoMLMmTMxdepU6fe0tDQEBQWha9eu8PLyeuj2EpUkPz8f0dHR6NGjB1QqVVU3h6qx1Ow8HNizC46N2kNtx75GliMKC5ByYj/cm3aATGH6aUleoUB2gQYdA5zgpOJIBSobv0OpsrCvUWW5e/duVTcBQBUHFaZNm4axY8eWuk5YWBj8/f2RmJhosLygoADJyckm5UL46aefkJWVhdGjR5e5buvWrTFnzhzk5uZCrVYbXUetVht9TKVS8cBBlYJ9jSxNma8BAMgUynJd6BGZq7x9TQYBmdBAqVJBxaAClQO/Q6mysK+RpVlL/6rSM0UfHx/4+PiUuV7btm2RkpKCY8eOoXnz5gCA3bt3Q6PRoHXr1mU+/8svv8Rjjz1m0mudOHECHh4eJQYUiIiIiIiIiEjLJm4/RUREoHfv3pgwYQKWL1+O/Px8TJ48GcOGDZMqP8THxyMqKgpr1qxBq1atpOdevHgRf/75J7Zt21Zsu1u2bMHt27fRpk0b2NvbIzo6Gu+//z5efvnlSts3IiIiIiIiIltlE0EFAFi7di0mT56MqKgoyOVyDB48GJ9++qn0eH5+Ps6fP18sWcVXX32FmjVromfPnsW2qVKpsHTpUkyZMgVCCNSpUwcLFy7EhAkTLL4/RERERERERLbOZoIKnp6eWLduXYmP16pVC0KIYsvff/99vP/++0af07t3b/Tu3bvC2khERERERET0X8LMRkRERERERERkFgYViIiIiIiIiMgsDCoQERERERERkVkYVCAiIiIiIiIiszCoQERERERERERmYVCBiIiIiIiIiMzCoAIRERERERERmYVBBSIiIiIiIiIyC4MKRERERERERGQWBhWIiIiIiIiIyCwMKhARERERERGRWRhUICIiIiIiIiKzMKhARERERERERGZhUIGIiIiIiIiIzMKgAhERERERERGZhUEFIiIiIiIiIjILgwpEREREREREZBYGFYiIiIiIiIjILAwqEBEREREREZFZGFQgIiIiIiIiIrMwqEBEREREREREZmFQgYiIiIiIiIjMwqACEREREREREZmFQQUiIiIiIiIiMguDCkRERERERERkFgYViIiIiIiIiMgsDCoQERERERERkVkYVCAiIiIiIiIiszCoQERERERERERmYVCBiIiIiIiIiMzCoAIRERERERERmYVBBSIiIiIiIiIyC4MKRERERERERGQWBhWIiIiIiIiIyCwMKhARERERERGRWRhUICIiIiIiIiKzMKhARERERERERGZhUIGIiIiIiIiIzMKgAhERERERERGZhUEFIiIiIiIiIjILgwpEREREREREZBYGFYiIiIiIiIjILAwqEBEREREREZFZGFQgIiIiIiIiIrMwqEBEREREREREZmFQgYiIiIiIiIjMwqACEREREREREZnFZoIK7733Htq1awdHR0e4u7ub9BwhBN566y0EBATAwcEB3bt3R2xsrME6ycnJGDlyJFxdXeHu7o7x48cjIyPDAntAREREREREVL3YTFAhLy8PQ4cOxbPPPmvycz788EN8+umnWL58OQ4fPgwnJyf06tULOTk50jojR47EmTNnEB0dja1bt+LPP//ExIkTLbELRERERERERNWKsqobYKrZs2cDAL7++muT1hdC4OOPP8Ybb7yBAQMGAADWrFkDPz8/bNy4EcOGDUNMTAx+++03HD16FC1atAAALF68GH379sWCBQsQGBhokX0hIiIiIiIiqg5sJqhQXleuXEFCQgK6d+8uLXNzc0Pr1q1x6NAhDBs2DIcOHYK7u7sUUACA7t27Qy6X4/Dhwxg0aJDRbefm5iI3N1f6PTU1FYB2KgWRJeXn5yMrKwt3796FSqWq6uZQNZaWnYesrCzkJydDpaq2XxVkBURhIbKzsiDuJkOmUJj8vAKNQIFGINk+F7kqmxl4SVWI36FUWdjXqLLorz+FEFXajmp7ppiQkAAA8PPzM1ju5+cnPZaQkABfX1+Dx5VKJTw9PaV1jPnggw+kkRNF1atX72GbTURERERERGSyu3fvws3Nrcpev0qDCjNmzMC8efNKXScmJgbh4eGV1CLTzJw5E1OnTpV+T0lJQUhICK5du1alf0yq/tLS0hAUFITr16/D1dW1qptD1Rj7GlUW9jWqLOxrVFnY16iypKamIjg4GJ6enlXajioNKkybNg1jx44tdZ2wsDCztu3v7w8AuH37NgICAqTlt2/fRtOmTaV1EhMTDZ5XUFCA5ORk6fnGqNVqqNXqYsvd3Nx44KBK4erqyr5GlYJ9jSoL+xpVFvY1qizsa1RZ5PKqnQZYpUEFHx8f+Pj4WGTboaGh8Pf3x++//y4FEdLS0nD48GGpgkTbtm2RkpKCY8eOoXnz5gCA3bt3Q6PRoHXr1hZpFxEREREREVF1YTOZja5du4YTJ07g2rVrKCwsxIkTJ3DixAlkZGRI64SHh2PDhg0AAJlMhpdeegnvvvsuNm/ejFOnTmH06NEIDAzEwIEDAQARERHo3bs3JkyYgCNHjuDAgQOYPHkyhg0bxsoPRERERERERGWwmUSNb731FlavXi393qxZMwDAnj170KVLFwDA+fPnpUoMAPDKK68gMzMTEydOREpKCjp06IDffvsN9vb20jpr167F5MmTERUVBblcjsGDB+PTTz8tV9vUajVmzZpldEoEUUViX6PKwr5GlYV9jSoL+xpVFvY1qizW0tdkoqrrTxARERERERGRTbKZ6Q9EREREREREZF0YVCAiIiIiIiIiszCoQERERERERERmYVCBiIiIiIiIiMzynwoq/Pnnn+jfvz8CAwMhk8mwceNGg8fffvtthIeHw8nJCR4eHujevTsOHz5s8vbnzp0rlbIsKicnB5MmTYKXlxecnZ0xePBg3L5922Cda9euoV+/fnB0dISvry+mT5+OgoICc3eVqpi19rWTJ09i+PDhCAoKgoODAyIiIvDJJ588zK5SFbPWvlbU3bt3UbNmTchkMqSkpJRzD8laWHtf+/rrr9G4cWPY29vD19cXkyZNMmc3yQpYc187evQooqKi4O7uDg8PD/Tq1QsnT540d1epilVVX1u5ciW6dOkCV1fXEr8bk5OTMXLkSLi6usLd3R3jx49HRkaGGXtJ1sBa+1pcXBzGjx+P0NBQODg4oHbt2pg1axby8vLKtX//qaBCZmYmmjRpgqVLlxp9vF69eliyZAlOnTqF/fv3o1atWujZsyfu3LlT5raPHj2KFStWoHHjxsUemzJlCrZs2YL169dj7969uHnzJh5//HHp8cLCQvTr1w95eXk4ePAgVq9eja+//hpvvfWW+TtLVcpa+9qxY8fg6+uLb7/9FmfOnMHrr7+OmTNnYsmSJebvLFUpa+1rRY0fP97oNsi2WHNfW7hwIV5//XXMmDEDZ86cwa5du9CrVy/zdpSqnLX2tYyMDPTu3RvBwcE4fPgw9u/fDxcXF/Tq1Qv5+fnm7zBVmarqa1lZWejduzdee+21Ep8/cuRInDlzBtHR0di6dSv+/PNPTJw40fSdI6tirX3t3Llz0Gg0WLFiBc6cOYNFixZh+fLlpfZNo8R/FACxYcOGUtdJTU0VAMSuXbtKXS89PV3UrVtXREdHi86dO4sXX3xReiwlJUWoVCqxfv16aVlMTIwAIA4dOiSEEGLbtm1CLpeLhIQEaZ3PPvtMuLq6itzc3PLvHFkVa+prxjz33HOia9euJu0LWTdr7GvLli0TnTt3Fr///rsAIO7du1fe3SIrZE19LTk5WTg4OJT5OmSbrKmvHT16VAAQ165dk9b5999/BQARGxtb/p0jq1JZfa2oPXv2GP1uPHv2rAAgjh49Ki3bvn27kMlkIj4+3pTdIStmTX3NmA8//FCEhoaWuV5R/6mRCuWRl5eHlStXws3NDU2aNCl13UmTJqFfv37o3r17sceOHTuG/Px8g8fCw8MRHByMQ4cOAQAOHTqERo0awc/PT1qnV69eSEtLw5kzZypoj8haVWZfMyY1NRWenp7m7wDZjMrua2fPnsU777yDNWvWQC7n181/SWX2tejoaGg0GsTHxyMiIgI1a9bEE088gevXr1fsTpFVqsy+Vr9+fXh5eeHLL79EXl4esrOz8eWXXyIiIgK1atWq0P0i61NRfc0Uhw4dgru7O1q0aCEt6969O+RyebmGxJNtqsy+Zow51wbKCnv1amLr1q0YNmwYsrKyEBAQgOjoaHh7e5e4/vfff4/jx4/j6NGjRh9PSEiAnZ0d3N3dDZb7+fkhISFBWqdoQEH/uP4xqp6qoq896ODBg/jhhx/w66+/mr0fZP2qoq/l5uZi+PDhmD9/PoKDg3H58uUK2x+yXlXR1y5fvgyNRoP3338fn3zyCdzc3PDGG2+gR48e+Pfff2FnZ1dh+0fWoyr6mouLC/744w8MHDgQc+bMAQDUrVsXO3bsgFLJU+rqqqL7mikSEhLg6+trsEypVMLT05PXBtVYVfS1B128eBGLFy/GggULyvU83jp6QNeuXXHixAkcPHgQvXv3xhNPPIHExESj616/fh0vvvgi1q5dC3t7+0puKdm6qu5rp0+fxoABAzBr1iz07NmzQrZJ1qkq+trMmTMRERGBUaNGmb0Nsj1V0dc0Gg3y8/Px6aefolevXmjTpg2+++47xMbGYs+ePWZvl6xbVfS17OxsjB8/Hu3bt8dff/2FAwcOIDIyEv369UN2drbZ2yXrVtXna/TfUdV9LT4+Hr1798bQoUMxYcKE8j25XJMlqhGYMJdFCCHq1Kkj3n//faOPbdiwQQAQCoVC+gEgZDKZUCgUoqCgoMR5xMHBwWLhwoVCCCHefPNN0aRJE4PHL1++LACI48ePm7N7ZEWsqa/pnTlzRvj6+orXXnvN3N0iK2RNfa1JkyZCLpdL25DL5dJ233rrrYfdVapi1tTXvvrqKwFAXL9+3WAdX19fsXLlSrP2j6yHNfW1L774Qvj6+orCwkLp8dzcXOHo6Ci+++47s/eRrENl9bWiSprn/uWXXwp3d3eDZfn5+UKhUIhffvmlXPtF1sea+ppefHy8qFu3rnjyyScNjnGm4litMmg0GuTm5hp9LCoqCqdOnTJYNm7cOISHh+PVV1+FQqFA8+bNoVKp8Pvvv2Pw4MEAgPPnz+PatWto27YtAKBt27Z47733kJiYKA11io6OhqurKxo0aGDBvSNrUhl9DQDOnDmDbt26YcyYMXjvvfcst0NktSqjr/38888Gd+6OHj2Kp556Cvv27UPt2rUttGdkbSqjr7Vv315aXrNmTQDaUmxJSUkICQmx1K6RlamMvpaVlQW5XA6ZTCZtR/+7RqOx0J6RtXnYvmaKtm3bIiUlBceOHUPz5s0BALt374ZGo0Hr1q0fbgfIZlRGXwO0IxS6du2K5s2bY9WqVWblwfpPBRUyMjJw8eJF6fcrV67gxIkT8PT0hJeXF9577z089thjCAgIQFJSEpYuXYr4+HgMHTpUek5UVBQGDRqEyZMnw8XFBZGRkQav4eTkBC8vL2m5m5sbxo8fj6lTp8LT0xOurq54/vnn0bZtW7Rp0wYA0LNnTzRo0ABPPvkkPvzwQyQkJOCNN97ApEmToFarK+GdoYpmrX3t9OnT6NatG3r16oWpU6dK8/IUCgV8fHws/baQBVhrX3swcJCUlAQAiIiIKDZnmWyDtfa1evXqYcCAAXjxxRexcuVKuLq6YubMmQgPD0fXrl0r4Z2himatfa1Hjx6YPn06Jk2ahOeffx4ajQZz586FUqlkX7NRVdHXAG3OhISEBOm1T506BRcXFwQHB8PT0xMRERHo3bs3JkyYgOXLlyM/Px+TJ0/GsGHDEBgYaOF3hSzBWvtafHw8unTpgpCQECxYsMCghKW/v7/pO1jusQ02TD/s48GfMWPGiOzsbDFo0CARGBgo7OzsREBAgHjsscfEkSNHDLYREhIiZs2aVeJrGCvlkZ2dLZ577jnh4eEhHB0dxaBBg8StW7cM1omLixN9+vQRDg4OwtvbW0ybNk3k5+dX1K5TJbPWvjZr1iyj7QoJCanAvafKZK19raR2sqSk7bLmvpaamiqeeuop4e7uLjw9PcWgQYMMyv6RbbHmvrZz507Rvn174ebmJjw8PES3bt1KLdtM1q2q+lpJ52OrVq2S1rl7964YPny4cHZ2Fq6urmLcuHEiPT29AveeKpO19rVVq1YZfby8YQKZEEKYHoIgIiIiIiIiItJi9QciIiIiIiIiMguDCkRERERERERkFgYViIiIiIiIiMgsDCoQERERERERkVkYVCAiIiIiIiIiszCoQERERERERERmYVCBiIiIiIiIiMzCoAIRERERERERmYVBBSIiIjIwduxYDBw4sKqbYTaZTAaZTAZ3d3eT1v/jjz+k59jyfhMREVUFZVU3gIiIiCqPTCYr9fFZs2bhk08+gRCiklpkGatWrULfvn1NWrddu3a4desWXnzxReTm5lq4ZURERNULgwpERET/Ibdu3ZL+/8MPP+Ctt97C+fPnpWXOzs5wdnauiqZVKHd3d/j6+pq0rp2dHfz9/eHg4MCgAhERUTlx+gMREdF/iL+/v/Tj5uYGmUxmsMzZ2bnY9AeNRoMPPvgAoaGhcHBwQJMmTfDTTz9Jj+unD+zYsQPNmjWDg4MDunXrhsTERGzfvh0RERFwdXXFiBEjkJWVJT2vS5cumDx5MiZPngw3Nzd4e3vjzTffNBglce/ePYwePRoeHh5wdHREnz59EBsbW+79PnnyJLp27QoXFxe4urqiefPm+Pvvv817E4mIiEjCoAIRERGV6oMPPsCaNWuwfPlynDlzBlOmTMGoUaOwd+9eg/XefvttLFmyBAcPHsT169fxxBNP4OOPP8a6devw66+/YufOnVi8eLHBc1avXg2lUokjR47gk08+wcKFC/HFF19Ij48dOxZ///03Nm/ejEOHDkEIgb59+yI/P79c+zBy5EjUrFkTR48exbFjxzBjxgyoVCrz3xQiIiICwOkPREREVIrc3Fy8//772LVrF9q2bQsACAsLw/79+7FixQp07txZWvfdd99F+/btAQDjx4/HzJkzcenSJYSFhQEAhgwZgj179uDVV1+VnhMUFIRFixZBJpOhfv36OHXqFBYtWoQJEyYgNjYWmzdvxoEDB9CuXTsAwNq1axEUFISNGzdi6NChJu/HtWvXMH36dISHhwMA6tat+3BvDBEREQHgSAUiIiIqxcWLF5GVlYUePXpI+RacnZ2xZs0aXLp0yWDdxo0bS//38/ODo6OjFFDQL0tMTDR4Tps2bQySR7Zt2xaxsbEoLCxETEwMlEolWrduLT3u5eWF+vXrIyYmplz7MXXqVDz99NPo3r075s6dW6ztREREZB6OVCAiIqISZWRkAAB+/fVX1KhRw+AxtVpt8HvR6QQymazY9AKZTAaNRmOhlpbu7bffxogRI/Drr79i+/btmDVrFr7//nsMGjSoStpDRERUXXCkAhEREZWoQYMGUKvVuHbtGurUqWPwExQU9NDbP3z4sMHvf/31F+rWrQuFQoGIiAgUFBQYrHP37l2cP38eDRo0KPdr1atXD1OmTMHOnTvx+OOPY9WqVQ/dfiIiov86jlQgIiKiErm4uODll1/GlClToNFo0KFDB6SmpuLAgQNwdXXFmDFjHmr7165dw9SpU/G///0Px48fx+LFi/HRRx8B0OY9GDBgACZMmIAVK1bAxcUFM2bMQI0aNTBgwACTXyM7OxvTp0/HkCFDEBoaihs3buDo0aMYPHjwQ7WdiIiIGFQgIiKiMsyZMwc+Pj744IMPcPnyZbi7u+ORRx7Ba6+99tDbHj16NLKzs9GqVSsoFAq8+OKLmDhxovT4qlWr8OKLL+LRRx9FXl4eOnXqhG3btpWrcoNCocDdu3cxevRo3L59G97e3nj88ccxe/bsh24/ERHRf51MFC0GTURERFRJunTpgqZNm+Ljjz+u0O3KZDJs2LABAwcOLNfzxo4di5SUFGzcuLFC20NERFSdMacCERERVTvDhw9HzZo1TVp33759cHZ2xtq1ay3cKiIiouqH0x+IiIioWomNjQWgnfZgihYtWuDEiRMAAGdnZ0s1i4iIqFri9AciIiIiIiIiMgunPxARERERERGRWRhUICIiIiIiIiKzMKhARERERERERGZhUIGIiIiIiIiIzMKgAhERERERERGZhUEFIiIiIiIiIjILgwpEREREREREZBYGFYiIiIiIiIjILAwqEBEREREREZFZGFQgIiIiIiIiIrMwqEBEREREREREZmFQgYiIiIiIiIjMwqACEREREREREZmFQQUiIiIiIiIiMguDCkRERERERERkFgYViIiIiIiIiMgsDCoQERERERERkVkYVCAiIiIiIiIiszCoQEQ2QwiBhQsX4scff6zqplQ5jUaD+fPn45dffqnqphBVe7dv38bs2bNx/Pjxqm4KEVWy3NxcvP/++9ixY0dVN4XIajGoQGSmuLg4yGQyfP3111XdlP+MDz/8EAsWLECbNm2KPVZQUIBXXnkFQUFBkMvlGDhwIABAJpPh7bffrtyGlqAi2yKXy+Hn54cRI0YgJiamQrZZHVnT39+SunTpgi5dulR1M8pl7NixqFWrVlU3wyR+fn64evUqhg8fjpycnKpujsmq8j1+mNd+++23IZPJKrZBRlTm+/NfORZdv34d9vb2OHDgQFU3xSSxsbHo2bMn3NzcIJPJsHHjxmLrTJ06FWvXrkXr1q3Nfp02bdrglVdeeYiWElk3BhWISvD1119DJpMZ/ZkxY0ZVN++h6YMixn6+//77h97+li1b0L9/f/j5+cHOzg6enp7o1KkTPvroI6SlpZV7e4cOHcK8efPw66+/Ijg4uNjjX331FebPn48hQ4Zg9erVmDJlykPvg7UbPXo0Ro0ahfHjx0Oj0RR7XH9inpSU9FCvExMTA5lMBnt7e6SkpBhdR6PRYM2aNWjdujU8PT3h4uKCevXqYfTo0fjrr78e6vXLsm3bNps+WT948CDefvvtEt9bcxT9fL/77rtG1xk5ciRkMhmcnZ0r7HWrs6VLl0KtVmPWrFlV3RSyUrZ+LKoI77zzDlq3bo327dtXdVNMMmbMGJw6dQrvvfcevvnmG7Ro0cLg8R9//BEbN27E9u3b4e7ubvbrEfuQOgAAJZ5JREFUvPrqq1i6dCkSEhIessVE1klZ1Q0gsnbvvPMOQkNDDZZFRkYiJCQE2dnZUKlUVdSyijF8+HD07dvXYFnbtm3N3p5Go8H48ePx9ddfo1GjRnjuuecQFBSE9PR0HDp0CG+88Qa2bduG33//vVzbjYmJwcaNG9GsWTOjj+/evRs1atTAokWLDJZnZ2dDqay+h7olS5agTZs2+PTTT/HSSy9Z5DW+/fZb+Pv74969e/jpp5/w9NNPF1vnhRdewNKlSzFgwACMHDkSSqUS58+fx/bt2xEWFmZ0dElF2bZtG5YuXWr0ZN4W/v4HDx7E7NmzMXbs2Ic6aTXG3t4e3333Hd544w2D5ZmZmdi0aRPs7e0r9PWqMwcHB/z0009o3bo1hg4dWuzigwx9/vnnRoOdpnjjjTdsMnhv68eih3Xnzh2sXr0aq1evruqmmCQ7OxuHDh3C66+/jsmTJxd7XAiBGzduYPv27UZvZpTHgAED4OrqimXLluGdd955qG0RWaPqfXQjqgB9+vQp8eSxqk7IMzMz4eTkVCHbeuSRRzBq1KgK2RagnaLw9ddfY8qUKfjoo48MhrC++OKLuHXrFtasWVPqNjQaDfLy8gze36eeeqrU5yQmJhq9IKvuF0329vY4ceKExbYvhMC6deswYsQIXLlyBWvXri0WVLh9+zaWLVuGCRMmYOXKlQaPffzxx7hz547F2leW6v73L0vfvn3xyy+/4OTJk2jSpIm0fNOmTcjLy0Pv3r2xe/fuKmyhbalXrx7u3btX1c2wCQ8TcFcqldXuAvy/cCz69ttvoVQq0b9//6puikn0300lBXNlMhmmTp1aIa8ll8sxZMgQrFmzBrNnz66U6T1ElYnTH4jMVFJOhfXr16NBgwawt7dHZGQkNmzYUGze5h9//AGZTIY//vijzG2OHTsWzs7OuHTpEvr27QsXFxeMHDkSALBv3z4MHToUwcHBUKvVCAoKwpQpU5CdnV2ufcnMzEReXl6Jj6empuLcuXNITU0tdTtZWVmYN28eGjZsiPnz5xv90gwICMCrr75qsEwmk2Hy5MlYu3YtGjZsCLVajd9++w0AsGDBArRr1w5eXl5wcHBA8+bN8dNPP0nP1b9ne/bswZkzZ6Qh3/r31tg81vj4eIwfPx6BgYFQq9UIDQ3Fs88+a/AeXL58GUOHDoWnpyccHR3Rpk0b/Prrr6Xuv15ubi6mTJkCHx8fuLi44LHHHsONGzeMrhsfH4+nnnoKfn5+UKvVaNiwIb766iuTXsccXbp0QWRkJM6ePYuuXbvC0dERNWrUwIcffmh0/QMHDiAuLg7Dhg3DsGHD8OeffxbblytXrkAIYXS4q0wmg6+vr8GylJQUvPTSSwgKCoJarUadOnUwb948g7ua+r/rggULsHLlStSuXRtqtRotW7bE0aNHpfXGjh2LpUuXSq+l/yn6+kX//vopIRcuXMCoUaPg5uYGHx8fvPnmmxBC4Pr169IdJX9/f3z00UfF9ik3NxezZs1CnTp1pM/dK6+8gtzc3GL7PnnyZGzcuBGRkZHS31fft/XtmT59OgAgNDRUan9cXBwAYNWqVejWrRt8fX2hVqvRoEEDfPbZZ0b/Vsa0bdsWoaGhWLduncHytWvXonfv3vD09DT6vGXLlkmfxcDAQEyaNMno9Iz169ejefPmcHBwgLe3N0aNGoX4+Phi6+nfg6LHRVNMnToVXl5eEEJIy55//nnIZDJ8+umn0rLbt29DJpNJ701eXh7eeustNG/eHG5ubnByckLHjh2xZ88e6Tn5+fnw9PTEuHHjir1uWloa7O3t8fLLL5vUztKcO3cOQ4YMgaenJ+zt7dGiRQts3rzZYB39dLsDBw5g6tSp8PHxgZOTEwYNGmRyUM7U9zgzMxPTpk2TPn/169fHggULDN5j4H7/1X+nOTg4oG3btjh16hQAYMWKFahTpw7s7e3RpUsXqc/qPfi9Z+pnGjCeU6GgoABz5syRnlerVi289tprxT53D/v+aDQafPzxx2jYsCHs7e3h5+eH//3vf2UGk8p7LAJMO/7rzxd+/PFHzJ49GzVq1ICLiwuGDBmC1NRU5Obm4qWXXoKvry+cnZ0xbty4Eo9Fa9euRf369WFvb4/mzZvjzz//LLYf//zzD/r06QNXV1c4OzsjKirK5ClsGzduROvWrYtNqYqNjcXgwYPh7+8Pe3t71KxZE8OGDTM4pzDlWLd7927I5XK89dZbBsvXrVtn8Pk3ZT/efvtthISEAACmT58OmUxm0F9NeR/K+7nt0aMHrl69atEbAURVRhCRUatWrRIAxK5du8SdO3cMfoQQ4sqVKwKAWLVqlfScrVu3CplMJho3biwWLlwo3nzzTeHh4SEiIyNFSEiItN6ePXsEALFnzx6D1zS2zTFjxgi1Wi1q164txowZI5YvXy7WrFkjhBDi+eefF3379hXvv/++WLFihRg/frxQKBRiyJAhZe6f/rWcnZ0FACGTyUSLFi3Ejh07SnwvirbLmB07dggA4t133y3z9YsCICIiIoSPj4+YPXu2WLp0qfjnn3+EEELUqFFDPPvss2LJkiVi4cKFokWLFgKA2Lp1qxBCiIyMDPHNN9+I8PBwUbNmTfHNN9+Ib775RiQkJEjbnjVrlvRa8fHxIjAwUDg6OoqXXnpJLF++XLz55psiIiJC3Lt3TwghREJCgvDz8xMuLi7i9ddfFwsXLhRNmjQRcrlc/PLLL2Xuz6hRowQAMWLECLFkyRLx+OOPi8aNGxdrS0JCgqhZs6YICgoS77zzjvjss8/EY489JgCIRYsWles9NGbWrFkCgNRnhRCic+fOIjAwUAQFBYkXX3xRLFu2THTr1k0AENu2bSu2jWeeeUbUrl1bCCFEVlaWcHZ2Fh9++KHBOjdv3hQARL9+/URmZmapbcrMzBSNGzcWXl5e4rXXXhPLly8Xo0ePFjKZTLz44ovSevr+2axZM1GnTh0xb9488eGHHwpvb29Rs2ZNkZeXJ4QQ4uDBg6JHjx4CgPS3/+abb6TtPPie69+Tpk2biuHDh4tly5aJfv36CQBi4cKFon79+uLZZ58Vy5YtE+3btxcAxN69e6XnFxYWip49e0r9Z8WKFWLy5MlCqVSKAQMGGOwrANGkSRMREBAg5syZIz7++GMRFhYmHB0dRVJSkhBCiJMnT4rhw4dLf3N9+zMyMoQQQrRs2VKMHTtWLFq0SCxevFj07NlTABBLliwxeK3OnTuLzp07F3v/5s+fL1577TURHBwsNBqNEEKIO3fuCKVSKb777jsxZswY4eTkZLAt/XvUvXt3sXjxYjF58mShUChEy5YtpfddiPvHhZYtW4pFixaJGTNmCAcHB1GrVi3psySE9rggl8tFZGSkWLhwoXj99deFm5ubaNiwocFx0ZhffvlFABCnTp2Sluk/i0WPc+vXrxcAxOnTp6V9DAgIEFOnThWfffaZ+PDDD0X9+vWFSqWSji1CCPHUU08Jd3d3kZuba/C6q1evFgDE0aNHS21fWU6fPi3c3NxEgwYNxLx588SSJUtEp06dhEwmMziW6N/LZs2aiW7duonFixeLadOmCYVCIZ544okyX8fU91ij0Yhu3boJmUwmnn76abFkyRLRv39/AUC89NJLBtsEIBo3biyCgoLE3Llzxdy5c4Wbm5sIDg4WS5YsEQ0aNBAfffSReOONN4SdnZ3o2rWrwfPHjBlj8NqmfqaFuN8HH9weADFkyBCxdOlSMXr0aAFADBw4sMLeHyGEePrpp4VSqRQTJkwQy5cvF6+++qpwcnIq1v8fVN5jkanHf/35QtOmTUXbtm3Fp59+Kl544QUhk8nEsGHDxIgRI0SfPn3E0qVLxZNPPikAiNmzZxu0DYCIjIwU3t7e4p133hHz5s0TISEhwsHBweCzdfr0aeHk5CQds+bOnStCQ0OFWq0Wf/31V6nvcV5ennBwcBBTp041WJ6bmytCQ0NFYGCgePfdd8UXX3whZs+eLVq2bCni4uKk9Uw91k2aNEkolUpx7NgxIYT2+8fT01N0795dOsaZsh8nT54UixYtEgDE8OHDxTfffCM2bNhQrvehvJ/bGzduCABi8eLFpb6XRLaIQQWiEui/LIz9CGE8ANCoUSNRs2ZNkZ6eLi37448/BICHCioAEDNmzCjWxqysrGLLPvjgAyGTycTVq1dL3b+rV6+Knj17is8++0xs3rxZfPzxxyI4OFjI5XLpgv3B96KsoMInn3wiAIiNGzcaLC8oKCgWmNF/+QuhPeGRy+XizJkzxbapv7jSy8vLEw0aNBDdunUzWN65c2fRsGHDYs9/8ERu9OjRQi6XG71Y0LfppZdeEgDEvn37pMfS09NFaGioqFWrligsLCzxPThx4oQAIJ577jmD5SNGjCjWlvHjx4uAgADpAlNv2LBhws3NzejftzxKCioAkAJTQmhP+vz9/cXgwYMNnp+Xlye8vLzE66+/brAfTZo0KfZa+hN8Dw8PMWjQILFgwQIRExNTbL05c+YIJycnceHCBYPlM2bMEAqFQly7dk0Icf+z4OXlJZKTk6X1Nm3aJACILVu2SMsmTZpU7AJEr6SgwsSJE6VlBQUFombNmkImk4m5c+dKy+/duyccHBzEmDFjpGXffPONkMvlBn1DCCGWL18uAIgDBw4YvLadnZ24ePGitOzkyZPFTirnz58vAIgrV64Ua7+xPtCrVy8RFhZmsKy0oMLp06cN+vPSpUuFs7OzyMzMLBZUSExMFHZ2dqJnz54G/XzJkiUCgPjqq6+EENq+4evrKyIjI0V2dra03tatWwUA8dZbb0nLmjZtKgICAkRKSoq0bOfOncWOi8YkJiYKAGLZsmVCCCFSUlKEXC4XQ4cOFX5+ftJ6L7zwgvD09JQ+wwUFBcUCBffu3RN+fn7iqaeekpbpA6FF+5MQQvTt27fYe2yOqKgo0ahRI5GTkyMt02g0ol27dqJu3brSMv0xtuiFkRBCTJkyRSgUCoP3zhhT3+ONGzcaDfwOGTJEyGQyg74KQKjVaoN+uWLFCgFA+Pv7i7S0NGn5zJkzi/XhkoIKpnymHwwq6I+rTz/9tEG7X375ZQFA7N69u0Len3379gkAYu3atQbP/+2334wuf1B5jkWmHv/15wuRkZEGQY3hw4cLmUwm+vTpY/D8tm3bFvtc6c9d/v77b2nZ1atXhb29vRg0aJC0bODAgcLOzk5cunRJWnbz5k3h4uIiOnXqVOq+X7x40egF8z///CMAiPXr15f6fFOPdZmZmaJOnTqiYcOGIicnR/Tr10+4uroanPOYuh9Fj5NFmfp8cz63dnZ24tlnny31vSCyRZz+QFSGpUuXIjo62uDHmJs3b+LUqVMYPXq0wdC/zp07o1GjRg/djmeffbbYMgcHB+n/mZmZSEpKQrt27SCEwD///FPq9oKDg7Fjxw4888wz6N+/P1588UX8888/8PHxwbRp0wzWHTt2LIQQGDt2bKnb1Fd1eHDo46lTp+Dj42Pwc/fuXYN1OnfujAYNGhTbZtHcEfn5+SgsLET37t3Nqhev0WiwceNG9O/f32ieDP1Q1W3btqFVq1bo0KGD9JizszMmTpyIuLg4nD17tsTX2LZtGwBt4sKiHkyiKITAzz//jP79+0MIgaSkJOmnV69eSE1NNWsfTeHs7GyQR8POzg6tWrXC5cuXDdbbvn077t69i+HDh0vLhg8fjpMnT+LMmTMG665atQpLlixBaGgoNmzYgJdffhkRERGIiooyGA6/fv16dOzYER4eHgb73L17dxQWFhYbjvt///d/8PDwkH7v2LEjABRra3kVzQuhUCjQokULCCEwfvx4abm7uzvq169v8Frr169HREQEwsPDDdrfrVs3ADAYXg8A3bt3R+3ataXfGzduDFdXV5PbX/QznpqaiqSkJHTu3BmXL18uczqSXsOGDdG4cWN89913ALRDhQcMGABHR8di6+7atQt5eXl46aWXIJffP0WYMGECXF1dpSlAf//9NxITE/Hcc88ZzBXv168fwsPDpfVu3bqFEydOYMyYMXBzc5PW69Gjh9HP+4N8fHwQHh4u9YsDBw5AoVBg+vTpuH37NmJjYwFop4J16NBB+gwrFArY2dkB0H7uk5OTUVBQgBYtWhh8rrp16wZvb2/88MMP0rJ79+4hOjoa//d//1dm+0qTnJyM3bt344knnkB6errUV+7evYtevXohNja22FSRiRMnGgyZ79ixIwoLC3H16tUSX6c87/G2bdugUCiKHZ+mTZsGIQS2b99usDwqKspgSLi+pN7gwYPh4uJSbLkp/dqcz7T+uPrg/Hb9d1VpU9PK8/6sX78ebm5u6NGjh8Hnu3nz5nB2di72+TaXOcf/0aNHG+SpaN26NYQQxfINtW7dGtevX0dBQYHB8rZt26J58+bS78HBwRgwYAB27NiBwsJCFBYWYufOnRg4cCDCwsKk9QICAjBixAjs37+/1MpN+u/0on9bANJ7vmPHDmRlZZX4fFOPdY6Ojvj6668RExODTp064ddff8WiRYukRIoPux/mPL88n1v9dx9RdcOgAlEZWrVqhe7duxv8GKP/8qhTp06xx4wtKw+lUomaNWsWW37t2jWMHTsWnp6ecHZ2ho+PDzp37gwAJl9wFKWfX3z+/PkScwCURn+SmZGRYbC8Tp06UkDmySefNPrcByts6EVHRyMqKgpeXl6ws7ODg4MDPv30U7P2786dO0hLS0NkZGSp6129ehX169cvtjwiIkJ6vLTnyuVygwtJAMW2d+fOHaSkpGDlypXFAi76Od6JiYkm7Vd51axZs9h8ZQ8Pj2Jzhr/99luEhoZCrVbj4sWLuHjxImrXrg1HR0esXbvWYF25XI5Jkybh2LFjSEpKwqZNm9CnTx/s3r0bw4YNk9aLjY3Fb7/9Vmyf9Z+rB/f5wYzb+hPWh02W9+B23dzcYG9vD29v72LLi75WbGwszpw5U6z99erVM6n9+n0wtf0HDhxA9+7d4eTkBHd3d/j4+OC1114DUL7P+IgRI7B+/XpcvHgRBw8exIgRI4yup+/bD/ZXOzs7hIWFSY+XtB4AhIeHF1uvbt26xdYz9lxjOnbsiH379gHQBg9atGiBFi1awNPTE/v27UNaWhpOnjwpXZzqrV69Go0bN4a9vT28vLzg4+ODX3/91eB9UyqVGDx4MDZt2iTNQ//ll1+Qn5//0EGFixcvQgiBN998s1h/0ZelrIj+Xp73+OrVqwgMDDQICAAlH9uMfU4AICgoyOhyU/q1ufsol8uLfZf6+/vD3d29zGMyYNr7Exsbi9TUVPj6+hb7m2VkZFTYMdmc4395/hYajabY8cHY/terVw9ZWVm4c+cO7ty5g6ysrBK/+zQaDa5fv17mvokHcnOEhoZi6tSp+OKLL+Dt7Y1evXph6dKlxdpXnmNd+/bt8eyzz+LIkSPo1auXQWDlYffDnOeXp08LIZikkaql6pVal8hGlPSFUlhYaHS5Wq02uGuoX7dHjx5ITk7Gq6++ivDwcDg5OSE+Ph5jx441u5SX/gQlOTnZaCCjNOHh4QCA06dPY8CAAdJyZ2dn6aJx//79Rp9b9C6F3sGDB9G7d290794dy5YtQ2BgIFQqFZYvX24zJatKov/7jBo1CmPGjDG6TuPGjS3y2gqFwujyoieDaWlp2LJlC3JycoyejK5btw7vvfee0b7s5eWFxx57DI899hi6dOmCvXv34urVqwgJCYFGo0GPHj3wyiuvGG2D/uK8PG01h7HtmvJaGo0GjRo1wsKFC42u++AJ/sO0/9KlS4iKikJ4eDgWLlyIoKAg2NnZYdu2bVi0aFG5PuPDhw/HzJkzMWHCBHh5eaFnz54mP7eqdejQAZ9//jkuX76Mffv2oWPHjpDJZOjQoQP27duHwMBAaDQag6DCt99+i7Fjx2LgwIGYPn06fH19oVAo8MEHH+DSpUsG2x82bBhWrFiB7du3Y+DAgfjxxx8RHh5uUC3DHPq/z8svv4xevXoZXefBi2RL9XdzldSeh2nnwzzX0hdjGo0Gvr6+xYKmej4+PhX2OkD5jv+W+FtUJC8vLwDGL6Q/+ugjjB07Fps2bcLOnTvxwgsv4IMPPsBff/2FmjVrlvtYl5ubKyVjvnTpErKysoyOvKos5fkbpKSkFAteE1UHDCoQVRB9FuGLFy8We+zBZfoo9oPZ1Eu72/KgU6dO4cKFC1i9ejVGjx4tLS9peoap9ENQzTl56tixI9zc3PD9999j5syZxQIh5bV+/XrY29tjy5Yt0lBmAAZZ38vDx8cHrq6uOH36dKnrhYSE4Pz588WWnzt3Tnq8tOdqNBpcunTJ4E7Hg9vTV4bQT+ewNr/88gtycnLw2WefFTsBOn/+PN544w0cOHDAYIqIMS1atMDevXtx69YthISEoHbt2sjIyKjQfa7Muz61a9fGyZMnERUVVWGvW9J2tmzZgtzcXGzevNngTpg5Q7CDg4PRvn17/PHHH3j22WdLLNen79vnz583GPqbl5eHK1euSH+3ouvpp37onT9/Xnpc/69+msKD65lCHyyIjo7G0aNHMWPGDABAp06d8NlnnyEwMBBOTk4GQ7t/+uknhIWF4ZdffjF4f/UjBIrq1KkTAgIC8MMPP6BDhw7YvXs3Xn/9dZPaVhr9+6dSqSz6GS/PexwSEoJdu3YhPT3dYLSCKce2qqQ/rsbGxkqjKgBt1Y+UlJQyj8mAae9P7dq1sWvXLrRv395ooLssph4TquL4b2z/L1y4AEdHR+n73tHRscTvPrlcXixoWlRwcDAcHBxw5coVo483atQIjRo1whtvvIGDBw+iffv2WL58Od59991yH+tmzZqFmJgYLFiwAK+++ipmzJghnRf4+Pg81H487PNLEx8fj7y8PIM+TFRdcPoDUQUJDAxEZGQk1qxZYzD8f+/evVIJLr2QkBAoFIpi88eXLVtm8uvpI+NFI+FCCHzyyScmPd9YuaP4+Hh89dVXaNy4MQICAqTlppaUdHR0xCuvvILTp09jxowZRqP05bl7oj9BKzo39PLly9i4caPJ2yhKLpdj4MCB2LJlC/7+++8S29a3b18cOXIEhw4dkh7LzMzEypUrUatWrVLngvfp0wdA8cDHxx9/bPC7QqHA4MGD8fPPPxsNcphaRs5Svv32W4SFheGZZ57BkCFDDH5efvllODs7S3fzEhISjOaZyMvLw++//24wbPmJJ57AoUOHsGPHjmLrp6SkFJsHbAp93g1jJQ8r2hNPPIH4+Hh8/vnnxR7Lzs5GZmZmubdZUvuNfcZTU1OxatWqcr8GALz77ruYNWsWnn/++RLX6d69O+zs7PDpp58avO6XX36J1NRU9OvXD4A2WOTr64vly5cblK/bvn07YmJipPUCAgLQtGlTrF692uD4ER0dbbTPXLp0qdhIgtDQUNSoUQOLFi1Cfn6+VLq0Y8eOuHTpEn766Se0adPGIFBi7L07fPiwwWdaT18/fsuWLfjmm29QUFDw0FMfAMDX1xddunTBihUrcOvWrWKPV9RnvDzvcd++fVFYWIglS5YYLF+0aBFkMpl0/LI2ffv2BVD8OKofMaTvb8aU5/154oknUFhYiDlz5hTbTkFBQZnHGFOPRVVx/D906JBBnobr169j06ZN6NmzJxQKBRQKBXr27IlNmzYZlAe9ffs21q1bhw4dOsDV1bXE7atUKrRo0aLYd2taWlqx43qjRo0gl8ulY0d5jnWHDx/GggUL8NJLL2HatGmYPn06lixZgr1790rbepj9eNjnl+bYsWMAgHbt2pn1fCJrxpEKRBXo/fffx4ABA9C+fXuMGzcO9+7dw5IlSxAZGWkQaHBzc8PQoUOxePFiyGQy1K5dG1u3bi3XfM3w8HDUrl0bL7/8MuLj4+Hq6oqff/7Z5Lnar7zyijTkMDAwEHFxcVixYgUyMzOLBSY2bNiAcePGYdWqVWUma5wxYwZiYmIwf/587Ny5E4MHD0bNmjVx7949HD9+HOvXr4evr69BcreS9O3bF4sWLULv3r0xYsQIJCYmYsmSJahfv77ZdZ7ff/997Ny5E507d8bEiRMRERGBW7duYf369di/fz/c3d0xY8YMfPfdd+jTpw9eeOEFeHp6YvXq1bhy5Qp+/vnnUkdgNG3aFMOHD8eyZcuQmpqKdu3a4ffffzc6gmXu3LnYs2cPWrdujQkTJqBBgwZITk7G8ePHsWvXLiQnJ5u1jw/r5s2b2LNnT7FkbnpqtRq9evXC+vXr8emnn+LGjRto1aoVunXrhqioKPj7+yMxMRHfffcdTp48iZdeekka7TB9+nRs3rwZjz76KMaOHYvmzZsjMzMTp06dwk8//YS4uLhyDw3V36F+4YUX0KtXLygUCoM8DhXpySefxI8//ohnnnkGe/bsQfv27VFYWIhz587hxx9/xI4dO4wmAS2Nvv2vv/46hg0bBpVKhf79+6Nnz56ws7ND//798b///Q8ZGRn4/PPP4evra/QitSydO3eWcq6UxMfHBzNnzsTs2bPRu3dvPPbYYzh//jyWLVuGli1bSgk+VSoV5s2bh3HjxqFz584YPnw4bt++jU8++QS1atXClClTpG1+8MEH6NevHzp06ICnnnoKycnJWLx4MRo2bFgs/0pUVBQAGJzMA9oAwvfff49GjRpJI70eeeQRODk54cKFC8VyRDz66KP45ZdfMGjQIPTr1w9XrlzB8uXL0aBBg2KvCWiTBy5evBizZs1Co0aNKuxO4tKlS9GhQwc0atQIEyZMQFhYGG7fvo1Dhw7hxo0bOHnyZIW8jqnvcf/+/dG1a1e8/vrriIuLQ5MmTbBz505s2rQJL730UrFcMNaiSZMmGDNmDFauXImUlBR07twZR44cwerVqzFw4EB07dq11Oeb+v507twZ//vf//DBBx/gxIkT6NmzJ1QqFWJjY7F+/Xp88sknGDJkSImvU55jUWUf/yMjI9GrVy+88MILUKvV0k2M2bNnS+u8++67iI6ORocOHfDcc89BqVRixYoVyM3NxYcffljmawwYMACvv/460tLSpAvv3bt3Y/LkyRg6dCjq1auHgoICfPPNN1JgBYDJx7qcnByMGTMGdevWxXvvvSe1f8uWLRg3bhxOnToFJyenh96Ph31+SaKjoxEcHIxmzZqZvQ0iq1UZJSaIbJG+VFBJdcqNlX8UQojvv/9ehIeHC7VaLSIjI8XmzZvF4MGDRXh4uMF6d+7cEYMHDxaOjo7Cw8ND/O9//5NKvz1YUvLBOvJ6Z8+eFd27dxfOzs7C29tbTJgwQSpZV1b5x3Xr1olOnToJHx8foVQqhbe3txg0aJBU+9nYe1HWNovasGGD6Nu3r7R9d3d30aFDBzF//vxiZZYAiEmTJhndzsqVK0WdOnWEWq0WDRo0EGvWrDFaw9zUkpJCaEtpjR49Wvj4+Ai1Wi3CwsLEpEmTDErQXbp0SQwZMkS4u7sLe3t70apVq2KlNkuSnZ0tXnjhBeHl5SWcnJxE//79xfXr14225fbt22LSpEkiKChIqFQq4e/vL6KiosTKlStNeq3SlFRS0tj7VLT820cffSQAiN9//73EbX/99dcCgNi0aZNIS0sTn3zyiejVq5eoWbOmUKlUwsXFRbRt21Z8/vnnBqW2hNCW55w5c6aoU6eOsLOzE97e3qJdu3ZiwYIFUsm0kkp9CVH8b1pQUCCef/554ePjI2QymUHfeHBdY++Jfv+Nfc6MvV95eXli3rx5omHDhkKtVgsPDw/RvHlzMXv2bJGammrw2sb6dUhIiEGZSiG0pTZr1Kgh5HK5QWm+zZs3i8aNGwt7e3tRq1YtMW/ePPHVV18VK99XWknJ0pS030uWLBHh4eFCpVIJPz8/8eyzz4p79+4VW++HH34QzZo1E2q1Wnh6eoqRI0eKGzduFFvv559/FhEREdLn+JdffilWclD/3hgrM7l06VIBoFgptu7duxvtqxqNRrz//vsiJCREqNVq0axZM7F161ajr6lfPygoyGi5xYd16dIlMXr0aOHv7y9UKpWoUaOGePTRR8VPP/0krVPS901J5YeNMfU9Tk9PF1OmTBGBgYFCpVKJunXrivnz5xf7nBrrvyX1K307i5YNLKmkpCmfaWPH+Pz8fDF79mwRGhoqVCqVCAoKEjNnzjQo11kaU98fIbTfO82bNxcODg7CxcVFNGrUSLzyyivi5s2bpb5GeY5FQph2/Df23gpRcp8xdozT/y2//fZbUbduXekzYaxfHT9+XPTq1Us4OzsLR0dH0bVrV3Hw4MFS97vo/iiVSvHNN99Iyy5fviyeeuopUbt2bWFvby88PT1F165dxa5duwyea8qxTl+q8fDhwwbP/fvvv4VSqTQ4PpiyH6X1SVOeX57PbWFhoQgICBBvvPFG2W8kkQ2SCVFF2X+I/kOaNm0KHx+fh853QERERFQeMpkMkyZNKjbtxRLGjx+PCxcuSBVbSGvjxo0YMWIELl26ZDC9lKi6YE4FogqUn59fbO7gH3/8gZMnT6JLly5V0ygiIiKiSjBr1iwcPXoUBw4cqOqmWJV58+Zh8uTJDChQtcWcCkQVKD4+Ht27d8eoUaMQGBiIc+fOYfny5fD398czzzxT1c0jIiIispjg4GDk5ORUdTOsjrEksUTVCYMKRBXIw8MDzZs3xxdffIE7d+7AyckJ/fr1w9y5c6UazkRERERERNUFcyoQERERERERkVmYU4GIiIiIiIiIzMKgAhERERERERGZhUEFIiIiIiIiIjILgwpEREREREREZBYGFYiIiIiIiIjILAwqEBEREREREZFZGFQgIiIiIiIiIrMwqEBEREREREREZmFQgYiIiIiIiIjM8v9Dk/r88S8n0gAAAABJRU5ErkJggg==\n"
+          },
+          "metadata": {}
+        }
+      ],
+      "source": [
+        "time = np.arange(len(file1_data)) / file1_sample_rate\n",
+        "data = file1_data / np.iinfo(file1_data.dtype).max\n",
+        "title = 'Gráfico de `' + str(file1_name) + '` en dominio de tiempo (saxofón)'\n",
+        "graph_data(time, data, title, 5, 13.400, 0.012, 13.404, 0.00218);"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "id": "Pd2WL0cLnFLH",
+      "metadata": {
+        "id": "Pd2WL0cLnFLH"
+      },
+      "source": [
+        "\n",
+        "La nota producida por este instrumento también tiene un periodo claramente distinguible, de unos 2.2 milisegundos, lo cual corresponde aproximadamente a 435 Hz y se acerca a una nota `LA` de la 4° octava (tomando como referencia el piano)."
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "id": "4473673d-1b28-44b3-b022-b781aeda34d3",
+      "metadata": {
+        "id": "4473673d-1b28-44b3-b022-b781aeda34d3"
+      },
+      "source": [
+        "## Diferencias entre Instrumentos de Percusión y Armónicos\n",
+        "\n",
+        "De manera análoga al análisis realizado para la Figura 1, se analiza la Figura 2, correspondiente\n",
+        "al segundo archivo, queriendo hallar diferencias notables entre los intrumentos de\n",
+        "percusión y los armónicos."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": 13,
+      "id": "dfc2b4b4-7d3a-4da5-8b22-45d224050493",
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 586
+        },
+        "id": "dfc2b4b4-7d3a-4da5-8b22-45d224050493",
+        "outputId": "ea017bb8-1f17-417a-e114-7623be8a4d08"
+      },
+      "outputs": [
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "<Figure size 1200x600 with 1 Axes>"
+            ],
+            "image/png": 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\n"
+          },
+          "metadata": {}
+        }
+      ],
+      "source": [
+        "time = np.arange(len(file2_data)) / file2_sample_rate\n",
+        "data = file2_data / np.iinfo(file2_data.dtype).max\n",
+        "title = 'Gráfico de `' + str(file2_name) + '` en dominio de tiempo (percusión)'\n",
+        "graph_data(time, data, title, 6, 6.0, 0.1);"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "id": "LFTmCa4XVJM-",
+      "metadata": {
+        "id": "LFTmCa4XVJM-"
+      },
+      "source": [
+        "En este archivo de audio los instrumentos son enteramente de\n",
+        "percusión, por esto la forma de la onda resulta mas irregular y\n",
+        "aperiodica a la vista que las de las Figuras 4 y 5. Esto imposibilita\n",
+        "la distinción de una frecuencia fundamental o \"notas musicales\" en los\n",
+        "sonidos, sin embargo al escuchar el audio se puede notar como el rol de\n",
+        "estos instrumentos (Bateria y Platillos) es el de marcar un ritmo claro\n",
+        "imponiendo tempos a travez del contraste entre los sonidos; y por esto se\n",
+        "puede notar cierta repetición (a partir de cada pico por arriba de los 0.5 de amplitud) en el esquema de la onda a pesar de su\n",
+        "aparente falta de periodicidad."
       ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
     }
-   ],
-   "source": [
-    "time = np.arange(len(file2_data)) / file2_sample_rate\n",
-    "data = file2_data / np.iinfo(file2_data.dtype).max\n",
-    "title = 'Gráfico de `' + str(file2_name) + '` en dominio de tiempo (percusión)'\n",
-    "graph_data(time, data, title, 6, 6.0, 0.1);"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "LFTmCa4XVJM-",
-   "metadata": {
-    "id": "LFTmCa4XVJM-"
-   },
-   "source": [
-    "La diferencia fundamental es que los instrumentos en este archivo son enteramente de percusión, motivo por el cual la forma de onda resulta distinta a las vistas en las Figuras 4 y 5; no es posible distinguir \"notas\", y la frecuencia fundamental de los sonidos producidos no es fácilmente distinguible."
-   ]
-  }
- ],
- "metadata": {
-  "authors": [
-   {
-    "email": "mklockner@fi.uba.ar",
-    "name": "Martin Javier Klöckner"
-   },
-   {
-    "email": "meaguilar@fi.uba.ar",
-    "name": "Matteo Aguilar Cafferata"
-   },
-   {
-    "email": "vchechko@fi.uba.ar",
-    "name": "Victor Nicolás Chechko"
-   }
   ],
-  "colab": {
-   "provenance": [],
-   "toc_visible": true
-  },
-  "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.11.6"
+  "metadata": {
+    "authors": [
+      {
+        "email": "mklockner@fi.uba.ar",
+        "name": "Martin Javier Klöckner"
+      },
+      {
+        "email": "meaguilar@fi.uba.ar",
+        "name": "Matteo Aguilar Cafferata"
+      },
+      {
+        "email": "vchechko@fi.uba.ar",
+        "name": "Victor Nicolás Chechko"
+      }
+    ],
+    "colab": {
+      "provenance": []
+    },
+    "kernelspec": {
+      "display_name": "Python 3 (ipykernel)",
+      "language": "python",
+      "name": "python3"
+    },
+    "language_info": {
+      "codemirror_mode": {
+        "name": "ipython",
+        "version": 3
+      },
+      "file_extension": ".py",
+      "mimetype": "text/x-python",
+      "name": "python",
+      "nbconvert_exporter": "python",
+      "pygments_lexer": "ipython3",
+      "version": "3.11.6"
+    },
+    "subtitle": "Señales y Sistemas (TB065) - Curso 1 - FIUBA - 2C2024",
+    "title": "Trabajo Práctico Especial"
   },
-  "subtitle": "Señales y Sistemas (TB065) - Curso 1 - FIUBA - 2C2024",
-  "title": "Trabajo Práctico Especial"
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}
+  "nbformat": 4,
+  "nbformat_minor": 5
+}
+\ No newline at end of file