TB065

Trabajos Prácticos de la Materia Señales y Sistemas
Index Commits Files Refs
primera_parte/tpe_primera_parte_no_title.ipynb (551692B)
   1 {
   2  "cells": [
   3   {
   4    "cell_type": "markdown",
   5    "id": "dbae172a-eb1c-4168-8151-9bb0f9e57cc2",
   6    "metadata": {
   7     "editable": true,
   8     "id": "dbae172a-eb1c-4168-8151-9bb0f9e57cc2",
   9     "tags": []
  10    },
  11    "source": [
  12     "# Primera Parte: Dominio de Tiempo\n",
  13     "\n",
  14     "En esta primera parte del trabajo práctico se pide graficar dos señales de\n",
  15     "audio en formato WAV en el dominio de tiempo; luego, para una de ellas\n",
  16     "identificar diferentes notas musicales y calcular sus frecuencias fundamentales; finalmente,\n",
  17     "para la señal de audio restante, identificar las diferencias entre instrumentos de\n",
  18     "percusión e instrumentos armónicos.\n",
  19     "\n",
  20     "Para la realización de los gráficos se utiliza el lenguaje de programación\n",
  21     "[python](https://www.python.org) junto con las librerías\n",
  22     "[scipy](https://docs.scipy.org/doc/scipy/index.html),\n",
  23     "[matplotlib](https://matplotlib.org/) y\n",
  24     "[numpy](https://numpy.org/doc/stable/index.html).\n",
  25     "\n",
  26     "## Obtención y Muestra de Archivos\n",
  27     "\n",
  28     "Empezamos importando las librerías mencionadas previamente en un nuevo script\n",
  29     "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."
  30    ]
  31   },
  32   {
  33    "cell_type": "code",
  34    "execution_count": 1,
  35    "id": "z9pM8YwT3577",
  36    "metadata": {
  37     "id": "z9pM8YwT3577"
  38    },
  39    "outputs": [],
  40    "source": [
  41     "import matplotlib.pyplot as plt\n",
  42     "import numpy as np\n",
  43     "\n",
  44     "from scipy.io import wavfile\n",
  45     "from urllib.request import urlretrieve as dl"
  46    ]
  47   },
  48   {
  49    "cell_type": "markdown",
  50    "id": "tcTSkPmSwv1i",
  51    "metadata": {
  52     "id": "tcTSkPmSwv1i"
  53    },
  54    "source": [
  55     "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."
  56    ]
  57   },
  58   {
  59    "cell_type": "code",
  60    "execution_count": 2,
  61    "id": "RKO3W0G-4jbb",
  62    "metadata": {
  63     "id": "RKO3W0G-4jbb"
  64    },
  65    "outputs": [],
  66    "source": [
  67     "file1_name = 'InASentimentalMood.wav'\n",
  68     "file2_name = 'Zombie.wav'\n",
  69     "\n",
  70     "dl('https://github.com/mjkloeckner/TB065/raw/main/primera_parte/InASentimentalMood.wav', file1_name);\n",
  71     "dl('https://github.com/mjkloeckner/TB065/raw/main/primera_parte/Zombie.wav', file2_name);"
  72    ]
  73   },
  74   {
  75    "cell_type": "markdown",
  76    "id": "bd8671f2-4d85-4aec-beee-d01d25e42e4e",
  77    "metadata": {
  78     "id": "bd8671f2-4d85-4aec-beee-d01d25e42e4e"
  79    },
  80    "source": [
  81     "Continuamos leyendo el contenido del primer archivo de nombre `InASentimentalMood.wav`,\n",
  82     "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",
  83     "Esta función devuelve los datos y la tasa de muestreo del archivo en formato WAV\n",
  84     "cuyo nombre recibe como argumento."
  85    ]
  86   },
  87   {
  88    "cell_type": "code",
  89    "execution_count": 3,
  90    "id": "db46a059-a799-42d4-9eaa-afe1ad530c9f",
  91    "metadata": {
  92     "id": "db46a059-a799-42d4-9eaa-afe1ad530c9f"
  93    },
  94    "outputs": [],
  95    "source": [
  96     "file1_sample_rate, file1_data = wavfile.read(file1_name)"
  97    ]
  98   },
  99   {
 100    "cell_type": "markdown",
 101    "id": "LYFVBkxl1ddM",
 102    "metadata": {
 103     "id": "LYFVBkxl1ddM"
 104    },
 105    "source": [
 106     "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."
 107    ]
 108   },
 109   {
 110    "cell_type": "code",
 111    "execution_count": 4,
 112    "id": "61I64cGZgutq",
 113    "metadata": {
 114     "id": "61I64cGZgutq"
 115    },
 116    "outputs": [],
 117    "source": [
 118     "def graph_data(x, y, title, figure_number=0, t=0, dt=0, a=0, da=0):\n",
 119     "  figure, axis = plt.subplots(num=title, figsize=(12, 6))\n",
 120     "  figure.text(.5, -0.02, 'Figura ' + str(figure_number) + ': ' + title, ha='center', fontsize=12)\n",
 121     "  axis.set(xlabel='Tiempo [s]', ylabel='Amplitud', ylim=[-1, 1])\n",
 122     "  plt.plot(x, y, label='Señal de Audio')\n",
 123     "  plt.grid(True)\n",
 124     "  plt.legend()\n",
 125     "  if t != 0: plt.xlim([t, t+dt])\n",
 126     "  if a != 0: axis.axvspan(a, a+da, color='skyblue', alpha=0.50)\n",
 127     "  plt.show()"
 128    ]
 129   },
 130   {
 131    "cell_type": "markdown",
 132    "id": "1a234f91-aa8c-48c4-bd13-7878104842e3",
 133    "metadata": {
 134     "id": "1a234f91-aa8c-48c4-bd13-7878104842e3"
 135    },
 136    "source": [
 137     "Para poder graficar los datos se necesita saber a qué tiempo corresponde cada valor de la\n",
 138     "señal; para eso, se utiliza el método [arange](https://numpy.org/doc/stable/reference/generated/numpy.arange.html#numpy-arange)\n",
 139     "de la libreria [numpy](https://numpy.org/doc/stable/index.html). Este método\n",
 140     "devuelve un arreglo de números equidistantes del largo que recibe como parametro,\n",
 141     "en este caso del largo de los datos leídos del archivo. Para convertirlo a segundos\n",
 142     "se divide por la tasa de muestreo, la cual también se obtiene cuando se lee el archivo."
 143    ]
 144   },
 145   {
 146    "cell_type": "code",
 147    "execution_count": 5,
 148    "id": "ee3fe588-5919-4e0f-8f6b-d2dbeba0af35",
 149    "metadata": {
 150     "id": "ee3fe588-5919-4e0f-8f6b-d2dbeba0af35"
 151    },
 152    "outputs": [],
 153    "source": [
 154     "file1_time = np.arange(len(file1_data)) / file1_sample_rate"
 155    ]
 156   },
 157   {
 158    "cell_type": "markdown",
 159    "id": "3GofoYbR1-F1",
 160    "metadata": {
 161     "id": "3GofoYbR1-F1"
 162    },
 163    "source": [
 164     "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)."
 165    ]
 166   },
 167   {
 168    "cell_type": "code",
 169    "execution_count": 6,
 170    "id": "eBDxfNSV1_6V",
 171    "metadata": {
 172     "id": "eBDxfNSV1_6V"
 173    },
 174    "outputs": [],
 175    "source": [
 176     "file1_data_normalized = file1_data / np.iinfo(file1_data.dtype).max"
 177    ]
 178   },
 179   {
 180    "cell_type": "markdown",
 181    "id": "HgT4xx4pKlFb",
 182    "metadata": {
 183     "id": "HgT4xx4pKlFb"
 184    },
 185    "source": [
 186     "Se define una variable para almacenar el titulo de la figura, esto para posteriormente pasarlo como argumento a la funcion `graph_data`"
 187    ]
 188   },
 189   {
 190    "cell_type": "code",
 191    "execution_count": 7,
 192    "id": "hHn7vwU8KnQb",
 193    "metadata": {
 194     "id": "hHn7vwU8KnQb"
 195    },
 196    "outputs": [],
 197    "source": [
 198     "title = 'Gráfico de `' + str(file1_name) + '` en dominio de tiempo'"
 199    ]
 200   },
 201   {
 202    "cell_type": "markdown",
 203    "id": "eff070fb-d011-4b87-8c14-f4fba48b4ce4",
 204    "metadata": {
 205     "id": "eff070fb-d011-4b87-8c14-f4fba48b4ce4"
 206    },
 207    "source": [
 208     "Con todos los datos ya procesados, se invoca la función `graph_data` definida previamente."
 209    ]
 210   },
 211   {
 212    "cell_type": "code",
 213    "execution_count": 8,
 214    "id": "3d95e5a6-4c46-4dc3-bf8e-1ba82af6eb1d",
 215    "metadata": {
 216     "colab": {
 217      "base_uri": "https://localhost:8080/",
 218      "height": 586
 219     },
 220     "id": "3d95e5a6-4c46-4dc3-bf8e-1ba82af6eb1d",
 221     "outputId": "4407339d-05fc-4882-a8c4-23bbc41e3b07"
 222    },
 223    "outputs": [
 224     {
 225      "data": {
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IiEilGPQTERERERERqRSDfiIiIiIiIiKVYtBPREREREREpFIM+omIiIiIiIhUSnFB/5w5cxATE4OAgAC0bdsWW7Zssbjvk08+CY1GY/Jfs2bN9PvMnz/f7D55eXnueDlERERERERELqOooH/p0qUYN24c3nrrLezfvx9du3bFgAEDkJqaanb/L774Amlpafr/Ll68iKpVq+Khhx4y2i8oKMhov7S0NAQEBLjjJRERERERERG5jKKC/s8//xyjRo3CM888gyZNmmDmzJmIiorC119/bXb/4OBghIeH6//bs2cPbt68iaeeespoP41GY7RfeHi4O14OERERERERkUv5SN0AoQoKCrB3715MmDDBaHt8fDy2b98u6Bhz585Fnz59UKdOHaPtt2/fRp06dVBUVITWrVvjvffeQ5s2bSweJz8/H/n5+fqfc3JyAABarRZarVboS3K70rbJuY1EYuN1T56I1z15Il735Il43Xs2oX93xQT9169fR1FREcLCwoy2h4WFIT093ebz09LSsHLlSvzyyy9G2xs3boz58+ejRYsWyMnJwRdffIEuXbrg4MGDaNCggdljTZs2DVOmTDHZvmbNGgQGBtrxqqSRlJQkdROI3I7XPXkiXvfkiXjdkyfide+ZcnNzBe2nmKC/lEajMfpZp9OZbDNn/vz5CAkJweDBg422d+rUCZ06ddL/3KVLF8TGxmLWrFn48ssvzR5r4sSJGD9+vP7nnJwcREVFIT4+HkFBQXa8GvfSarVISkpC37594evrK3VziNyC1z15Il735Il43ZMn4nXv2UpnnNuimKC/evXq8Pb2NhnVz8jIMBn9L0+n02HevHkYOXIk/Pz8rO7r5eWF9u3b4/Tp0xb38ff3h7+/v8l2X19fRbzZlNJOIjHxuidPxOuePBGve/JEvO49k9C/uWIS+fn5+aFt27YmU1eSkpLQuXNnq8/dtGkTzpw5g1GjRtk8j06nw4EDBxAREeFUe4mIiIiIiIikppiRfgAYP348Ro4ciXbt2iEuLg7fffcdUlNTMXbsWAAl0+4vX76Mn3/+2eh5c+fORceOHdG8eXOTY06ZMgWdOnVCgwYNkJOTgy+//BIHDhzAV1995ZbXREREREREROQqigr6hw8fjszMTEydOhVpaWlo3rw5EhMT9dn409LSkJqaavSc7OxsLFu2DF988YXZY2ZlZWHMmDFIT09HcHAw2rRpg82bN6NDhw4ufz1ERERERERErqSooB8AnnvuOTz33HNmH5s/f77JtuDgYKtZDWfMmIEZM2aI1TwiIiIiIiIi2VDMmn4iIiIiIiIisg+DfiIiIiIiIiKVYtBPREREREREpFIM+omIiIiIiIhUikE/ERERERERkUox6CciIiIiIiJSKQb9RERERERERCrFoJ+IiIiIiIhIpRj0ExEREREREakUg34iIiIiIiIilWLQT0RERERERKRSDPqJiIiIiIiIVIpBPxEREREREZFKMegnIiIiIiIiUikG/UREREREREQqxaCfiIiIiIiISKUY9BMRERERERGpFIN+IiIiIiIiIpVi0E9ERERERESkUgz6iYiIiIiIiFSKQT8RERERERGRSjHoJyIiIiIiIlIpBv1EREREREREKsWgn4iIiIiIiEilGPQTERERERERqRSDfiIiIiIiIiKVYtBPREREREREpFIM+omIiIiIiIhUikE/ERERERERkUox6CciIiIiIiJSKQb9RERERERERCrFoJ+IiIiIiIhIpRj0ExEREREREakUg34iIiIiIiIilWLQT0RERERERKRSDPqJiIiIiIiIVIpBPxEREREREZFKMegnIiIiIiIiUikG/UREREREREQqxaCfiIiIiIiISKUY9BMRERERERGpFIN+IiIiIiIiIpVi0E9ERERERESkUgz6iYiIiIiIiFSKQT8RERERERGRSjHoJyIiIiIiIlIpxQX9c+bMQUxMDAICAtC2bVts2bLF4r4bN26ERqMx+e/EiRNG+y1btgxNmzaFv78/mjZtiuXLl7v6ZRARERERERG5nKKC/qVLl2LcuHF46623sH//fnTt2hUDBgxAamqq1eedPHkSaWlp+v8aNGigfyw5ORnDhw/HyJEjcfDgQYwcORLDhg3Dzp07Xf1yiIiIiIiIiFxKUUH/559/jlGjRuGZZ55BkyZNMHPmTERFReHrr7+2+rzQ0FCEh4fr//P29tY/NnPmTPTt2xcTJ05E48aNMXHiRPTu3RszZ8508ashIiIiIiIici3FBP0FBQXYu3cv4uPjjbbHx8dj+/btVp/bpk0bREREoHfv3tiwYYPRY8nJySbH7Nevn81jEhEREREREcmdj9QNEOr69esoKipCWFiY0fawsDCkp6ebfU5ERAS+++47tG3bFvn5+ViwYAF69+6NjRs3olu3bgCA9PR0u44JAPn5+cjPz9f/nJOTAwDQarXQarUOvT53KG2bnNtIJDZe9+SJeN2TJ+J1T56I171nE/p3V0zQX0qj0Rj9rNPpTLaVatSoERo1aqT/OS4uDhcvXsSnn36qD/rtPSYATJs2DVOmTDHZvmbNGgQGBgp6HVJKSkqSuglEbsfrnjwRr3vyRLzuyRPxuvdMubm5gvZTTNBfvXp1eHt7m4zAZ2RkmIzUW9OpUycsXLhQ/3N4eLjdx5w4cSLGjx+v/zknJwdRUVGIj49HUFCQ4La4m1arRVJSEvr27QtfX1+pm0PkFrzuyRPxuidPxOuePBGve89WOuPcFsUE/X5+fmjbti2SkpLwwAMP6LcnJSVh0KBBgo+zf/9+RERE6H+Oi4tDUlISXnnlFf22NWvWoHPnzhaP4e/vD39/f5Ptvr6+inizKaWdRGLidU+eiNc9eSJe9+SJeN17JqF/c8UE/QAwfvx4jBw5Eu3atUNcXBy+++47pKamYuzYsQBKRuAvX76Mn3/+GUBJZv7o6Gg0a9YMBQUFWLhwIZYtW4Zly5bpj/nyyy+jW7du+OijjzBo0CD89ddfWLt2LbZu3SrJayQiKnU7vxCV/BX1MU1EREREMqOou8nhw4cjMzMTU6dORVpaGpo3b47ExETUqVMHAJCWlobU1FT9/gUFBXj11Vdx+fJlVKhQAc2aNcOKFSuQkJCg36dz585YsmQJ3n77bUyaNAn16tXD0qVL0bFjR7e/PiKiUquPpuPZBXvxQs/6eLVfI9tPICLVu3mnAMEVfOHlZTnvEBERUXmKCvoB4LnnnsNzzz1n9rH58+cb/fz666/j9ddft3nMoUOHYujQoWI0j4hIFO/+dRQAMHvDGQb9RIQjl7Nx76yt6NawBn5+uoPUzSEiIgXxkroBRETkOhtOZuDV3w7iTn6h1E0hIics2nkBALD51DWJW0JEREqjuJF+IiIS7qkfdwMAalT2xxv9G0vcGiIiIiJyN470ExF5gLSsu1I3gYiIiIgkwKCfiEiGdNCJery72iJRj0dE7qPT6bB410Wpm0FERArFoJ+IyAOsPnpV6iYQkYNSrt+RuglERKRgDPqJiGToak6+1E0gIplYukf4KP+J9ByMXbAXp67ecmGLiIhISZjIj4iIiEjGTqYLD+CHfp2M2/mF2H3+BvZO6uvCVhERkVJwpJ+IiIhIJW7/V54z806B0fa7BUUoKhY3VwgRSeNqTh7Ss/OkbgYpCIN+IiIiIpUqKCzGwYtZaPLOKtw3a6vUzSEiJxUWFaPjh+vQado65DFJLwnE6f1EREREKjXk6+04fDkbAHAsLUfi1hCRs3INAv207DzUCvaTsDWkFBzpJyIiIlKp0oCfiNTnCN/fJBCDfiIiD3HxRq7UTSAiEYixNv/LdafR/ZMNuH6blUKIlCqT718SiEE/EZHM5RYUinKc85ms9U2kBi8t3u/0MT5POoULmbn4euNZEVrkGa5k3cXKw2koZkJEkohOp8O1W2WB/uR/jknYGlISBv1ERDJ3+BKn7xF5Mk25n1ccThPt2MzoL1zn6evxv0X7sGzfJambQh7qjWWH0PuzTUbbUq6zQ59sY9BPRERE5CG2nr5u9PP87eeRln1XotYo0/azmVI3gTzUr3tMO5y2nuH1SLYx6Cci8hB3C1jah0gtvt98zuY+F8ws6Xls7k58sMJ4SvBTP+4WrV1E5F57U7OkbgIpAIN+IiIPMW9bitRNICKRfJB43OY+D3+3w+z277cYfxacSL+FgxezAAB52iJoi4qdbh8RuceKw+l4OdkHzy8+IHVTSMYY9BMRyZxGU35Fr2Ny7ppPCHjsSg6W7b0EnY5re4nU5Ep2nuB9t5/NRH5hEVpOWYPO09e7sFXKx89KkoKtTP1rjmW4qSWkRD5SN4CIiNzjZm6B2e0JX24BAFSt5IeejULd2SRSOJ1Oh5+2n0fLqBDE1q4idXPISRcyc1FQWGyUHZyI5GHW+jNSN4EUjCP9REQyl3NX69DzruYYj/KlmRn1u5JVlsBrz/kbDp2HPNfkv49i8j/H8OCc7VI3RdXEmu3jiQ5dysIj3+/AkcusgkLKdPBiFtp/sBbzt5+3uS+TcpIlDPqJiGRu1vrTDj3v5SXWa3lvPnXNaBrvVxvO4nhajkPnIs/0U/IFqZtAZNWQr7dj+9lMPPRNsmjH5OR+cqdBX20TPPvm9d8Pubg1pFQM+omIZC7LwZH+42m3rD7+0aoTJtsW7GAQRyQ3WRaW5pBt2qKSEP2ultVLSP1YTpIsYdBPROShjl4xHdVnfioi+dnHklxEJEBRMb/EyTwG/UREMpdb4NgIVbYDMwROXbU+O4CIyNP9deAKkx2SbJXP50MEMOgnIpI9d95cFnOoX1G2nbmOLtPX48/9l6VuCimcrtxKdU8uS6fT6XD66i0UFhVb3MfRXCtErlbI0X4yg0E/EZEHmbWON6pq8XnSKTz6w05czrqLcUsPSN0c7Gb1B0UrH+OvP+G5Nb8X7kxF3xmb8cIvlpOh/px8ARkcUSUihWDQT0TkQT5LOmX1cQ8e3FOcL2XWgSNmdnRyv09Wn0S+tmxkO10FAe2tPMeSoH676SwAYNXRdKv7zdt23qHjE7kSC3ySOQz6iYg80JbT18xuZ8xP5LmSz12Xugmi+mVnqtHPd/ILBT3v0k3WOifPdeNOAfacv+HRS3zUiEE/EZHMODo6ZQ+5jRKTbbvP30DGrZLRV2trjeVCp9PhreWH8dWGM1I3xWGFRcW4kqWcAPDctdtOPV9ta4G15d4nCyUuSarT6VBQKP/3Lnm2ez5aj6HfJGPNsasmj209fR2HL2VL0CpyFoN+IiKZef/f44L3zS0oxLBvk/HDlnMubBFJLflsJh76JhkdPlgHAPhOAX/vo1dysGhnKj5ZfVLqpjjsiR93ofP09RZnxsjN+cw7Tj3/41XK/VuZczXHOAnqtJUnRD3+Lzsv2DUa+vwv+9B40krmAiCX0jg5v7+0YtCzC/Yabb+cdRePzd2J+2Zvde4EJAkG/UREMrP/4k3B+y5IvoBdKTfw/grhHQXFKhvNU7uZa0/hxcX79D//uf+yIoIzZ6dI37hTgO6fbMAMG3koXGnbmUwAJe8zOcrOdf2sICVbIOLIfm6B6dKAnLxCrDxifd2/ocTD6SjWAb/vuyRau4jc5TKXvSgag34iIgUr7ZG3R06eFjl3ha1tJWmdvnoLM9eexvXbBfptQjL1/3UwDb+e80KRhB08zs4++X7LOVzIzMUXXIpiUez7SUY/v/v3UYlaIj+Ld6Xa3skOBy5mmd1+Mv2WqOchMiQ0D4Uhw4ScYuIaf2Vj0E9EJDNXsoRP/Sw2+BK+K7AD4K0/j+DkVfM3qgct3NiSNHLsyO9gGOC/+vthbLvqhUQ7RiHtZSuvgLO3h1J2WChF+d/RxRsciSs18Y/DUjfBIo1C86vrdDr8ffAKTln4/iDxXXYgp8ihy65Zc89PZGVj0E9EJDO37ejZzzdICnX9dtn61Ys3ci0+J/lsptVjFhYVY8vpa3a1g4Tbevo6HpyzTfQb58FfbTPZluXC6d+HbdxYKjOsoVKFRZ55i5+VW2B7Jyc5u+ZaKhtPXcNLi/cjfsZmqZtCEjBMQsmElMrDoJ+ISIVWHkmz+NiNO9Zvauu/tRIj5+5Cpw/X4bvNZ/nlLrLH5u7EvtQsjPl5j6jHtRWEi+2vA1esPm4YMgqdhULy4alLBQrsrIyRV+g51/YRZm1XBFf1KWXfLetEdkeVIRIXg34iIgVz5Rq72/mF+DDxBOZtS3HZOTzJznOZRqUSM210vgCAnJdQzt9+XvC+a465bpkBkZS+3WR/7gqFDvQbYUeee8jpO6CwmAMASuYjdQOIiMhxlm4IxLxROOLmEWS1Gv7dDpef48PE4wj083b5eYRQQ2BD5ApKnd5v6NEfduCP57pI3QzV+/vgZbeez1pnzk/b5VnFhIThSD9JYu+FG7hv1lbsOX9D6qYQKU5+YRHG/3oA/xy8YrSmXw03kmTsrta+0bTvNp/DzLXyy3bvSCeU4eW89thV0doi1KWbZXkxZDTY5lbs8CNDhu+DfalZUjXDo3y14azdz3HmXuDh7y13Th+9ws8DJWPQT5IY8nUyDl/OxtBvkqVuCpHiLNyRij/2XcaLi/fjn0PW11VLIeX6Hby5/LDVZIIkzAu/7HfJcYuLdVh1JA1p2a7L9m544ymkzKA1k/9x//ryp37c7fZzys29s7ZK3QT3c0MPzy87xS0nSCSW8qUpDSuEGBYLYXEV5WHQT0SkMJkGWfq1FpLsSfl9PPzbZPyyMxVP/LhLwlYoX1GxzihxkpiW7buEsQv3ofP09S45vtgu3XR/KbrTGbfdfk6S3ol081U1xCyzdz5TmR2if+5371RzcoyY1+pna07q/23YAZB42HKyYJInBv1ERCJLzczFy0v249iVHNGPnactwpyNZdP97hisv7t2Kx9zNp7B9dv5oq7p19g5VzDjVkmnxLlrd8RrhAf6fe9Fp49h6U+39cx1APJKEiVnXDnjOWxVNzHHVZ1zcpGenYcXftmHc9f5ma4EYi71M7zfMGS4/ImUgUE/EZHIRv20G38duIJ7Z20R/di/7bEcCD4wZzs+XnUSzy7YK/p5SXy38gqtPi5Gp1FGTr7tnYjIqqs5eSi20kOm9un6r/1+EP8e4sgukZIx6CciElnptGBXrHm7nW87sdveCzeh89jUY2To680pZss6umqEPztXxBFPGQ2vq30klyyLnrACHT9ch9E/77G4jyOftxm38pxpllulKiw/y+38Qvy25yKycu2ftUGmzmSYLnmxdwYgSY9BP0mumNlAiGxaujsVs9dLk5WdX+3SEOumasPJDFGOI0TiEXWOBpYuWZEzfpeKw1IAn2ullFmBhdwq1izZ5fzyHTLvjWWH8Nrvh/D0fM9Mxin2d/bfB65g86lrLj0HuR6DfpJcvgNflkSe5o1lh/HpmlM4babH3Rxx1/Q7/tyVh9OwbO8l8RqjMrfzrU/xF8PeCzddfo5SC5JdV8f52JUcPPrDDny6+qTtnUVmbraE3Ki1w0UJ5FgmUwxHLmfjQqby1vGv+G8pgjvLCmbk5BklulOTg5ey8fg848S8hSp9rWrGoJ+IXE7UKb8e7qzA5Hhyufn436J9+L/fDipqKqs7NX93NdKz83D9tulIsliB5lcbzmL7f4n79McW5cimjqWV5SEon8gxt8B8B4fQ15nw5RZsO5OJ2RvO4K6VUVdP5aoKB+tPXHXJcUnelu5Oxb2ztqL7JxtxQaHVBtxl25nr6PDhOtR7M1EWS4HcMfN+7tYU15+ERMWgnyR39hrLIqnZr7svotXUNZJNTVebg+Vq6FqyeJe8EkvZSlrnyfp/sRnt3l+LBcnnjbb/vEO8UfNHftiJT1efxNR/jmFfqmtH/nPySm56M8tlQW/6zmqTfUf/vAfDvk22e2q6taRqnipf65pZc0/Pt7yWXY3ELHemZG8sOyx1ExTjx21lAfALv+yTsCUlLJWd3HAyA7tSbth9vE3lpvaTMiku6J8zZw5iYmIQEBCAtm3bYssWy9mx//jjD/Tt2xc1atRAUFAQ4uLisHq18U3H/PnzodFoTP7Ly+OolLtoizi9X81eX3YIAPDpmlMSt8SzpGXzM0wpsv6bCTPpr6NG28WOa2dvOIN521Lw4Jzt4h64nJaT1wjaT6fTIenYVew+fxPnrpt2/sop+DqfmYvvNpsvXSUXR69kS90EsoMa+q2u5vB7prwtp6/b3kkgR++P1x03zeOScSsPT/24G8O+TXa2WaRQigr6ly5dinHjxuGtt97C/v370bVrVwwYMACpqeZHtDZv3oy+ffsiMTERe/fuRc+ePXHfffdh//79RvsFBQUhLS3N6L+AgAB3vCQCM4ASGcovlN+0ZUdGBsgxfx247JbzcKTcfh8mnpC6CVbxq1SYLac5aikWrususd9FuQP+OnBFtGMZLtHg8ijPpKig//PPP8eoUaPwzDPPoEmTJpg5cyaioqLw9ddfm91/5syZeP3119G+fXs0aNAAH374IRo0aIB//vnHaD+NRoPw8HCj/4iIpCDml7xYxJg18MrSA/h2k7xHSsXk6Hr8l5cccMuSpxUKqLl96FKWxccYarhXUbEOKdeVk9DNWk6TkXN3WR2hlrLc6Y07BZi28jjOZChj2ePxKzm2d/IA5ZcyieVWnmP5Acxdw1+uK1tiuXy/ezqXSV58pG6AUAUFBdi7dy8mTJhgtD0+Ph7btwubqlhcXIxbt26hatWqRttv376NOnXqoKioCK1bt8Z7772HNm3aWDxOfn4+8vPLki7l5JR86Gm1Wmi10ifwsKS0bXJr4+27+bJrE7mGFH9nqa97e8+bmy/P98L1nFwEV/B1+PmHLmXj0KVsPN25toitkqfDl7MxZuF+vBbfAA+2qWn383t/tgn/PB/ngpaZd+FaDiJDKoh6zLNXzU81N3w/GHaMaLWFJu+V7WczLR6/oEALrZf7gzM5fleVtsmVJfsGf7UVhy/noE7VQKx95R6XncdZpb+LAq31ICzt5h1UreBt9rEiB2db2bo2yncEFhUXmTzn1V8PYP3Ja5i3NQXHJvd1qB3uVFhk+r6VGynvO5w15Z9jDj0vX2t6bRkuOygQKV65nZsHHYAAX9P30lcbz2HvhZv49rE28PVW1Biz4gj9Wyom6L9+/TqKiooQFhZmtD0sLAzp6emCjvHZZ5/hzp07GDZsmH5b48aNMX/+fLRo0QI5OTn44osv0KVLFxw8eBANGjQwe5xp06ZhypQpJtvXrFmDwMBAO16VNJKSkqRuAgwvvWnLd2FMY67rV6+yv3ViYqJkrXDvde/4az6argFg/mZUSklJSQgU/I1heUcprwF3mbrPG5n5Grzxx1EEpB00eET4V+4P/26Fu66DlWs3IMLOr66S+NLy63nmhy0wV8nZ8O+vMzjG5s2bccqkDZaPn7RmDQJcfgdjegLprl/b76mrV73gqgmchy+XDG5cuJGriPfw2rXrYO13tm3bVlyoaP6xA9cc+wy29Xs5kw2jNp06dQqJd43LT+465w1AA22RTga/Z9tvsL179iL/nBzn3bj7vsP4dyXGOU9mOX4vcDrjjpk2lLXxyNGjSMw8YvK87ALj/Wxp8/5aFBUDn3YsQvm4fmZyyXGmL1qNttXleI2oR26usOoaign6S5Vf/63T6QStCV+8eDEmT56Mv/76C6GhofrtnTp1QqdOnfQ/d+nSBbGxsZg1axa+/PJLs8eaOHEixo8fr/85JycHUVFRiI+PR1BQkL0vyW20Wi2SkpLQt29f+Po6PmInhpeTyxI9Hb3phb794tkTqFKGf+uEhAS3n1+K696Z13xz10X8lnJc7CY5rW/fvoJH+g1ff3lSXAPu9tGxzUB+yfRhw9dr7fdSXpMmTfDXBfckv+zWtRsahFWy6zlLdl8CYHkUSudXEYDpjYjh70On02HcjpLOuA05NbBgaHujfa39vvrGx6Oyi6N+c+eX6voV8p5akX0Ah26YJvASW9t7eiEsSJ55j0o/73v37g3s2GRxvy5d7kGzSPP3a9qDaVh4xv7M9fH9+sPHyn3MisPpwLFD+p8bNmiIhF71jPZ5bfdaACWDIFJ/Vgr5vGrXvh16NarhhtbYx933HeV/V2KcM3v3ReC44/cChm3Yc+EmkLxb/3PzZs2Q0NF01l3SsQxg7wHB59AWl8Rf7br2QkSw8WdC6e+kSfOWSIi1f8YbCVc649wWxQT91atXh7e3t8mofkZGhsnof3lLly7FqFGj8Ntvv6FPnz5W9/Xy8kL79u1x+rTl8mL+/v7w9/c32e7r6yt5MC2EHNv5zebzGB/fSOpmkItJed1Jdd3be05vb/mN8gOAr484vz+5ffa4gmFHtLe3D7y87M+w5uXlvk5QH18fu/8uSSesJ0Oz1BlveB7D6c47Um7a1QZfB9osBjlev6Vt8tK455q555PNOD99oFvO5Shbfydr14+Pg5/Bfx++iuHtLS9fKv/Z7uXtZdKGgsKyWY9yvNbK8/Lyln07lfo54ey9gGEbrt8xLpl7PP0O8oqAygHG7fTxceycBy/fwprj1/B0lxiT7ztvb/lfI0on9PermKFVPz8/tG3b1mSKblJSEjp37mzxeYsXL8aTTz6JX375BQMH2v6S0ul0OHDgACIiIpxuMwn35foz2HvhhtXkO0QknYs3c3E5667UzVCc3/ddcuh55zOFTdeTK0vdHI4mODQ5jihHIbWydZkVu2BF4eUs95Svu3gjF12mr8fcrSm2d3axPxz8fCP3Kv92WLrnIlqYKa3qaDWtFxfvx/srjuPfw/JPEOvJFBP0A8D48ePxww8/YN68eTh+/DheeeUVpKamYuzYsQBKpt0//vjj+v0XL16Mxx9/HJ999hk6deqE9PR0pKenIzu7LMHQlClTsHr1apw7dw4HDhzAqFGjcODAAf0xyX2GfJ2MrzeekboZRJI6eDFL6iaYde+sregyfT075uw0Z4Njn2k5d92XfMqRczkavCd8udWh55meX5TDWHTq6i3XnoAk9e9h8auk7LaztKmta9hS5vYPE4/jctZdvPevY0nexLTnwk2pm0AicvZ755wbKs+Q4xQV9A8fPhwzZ87E1KlT0bp1a2zevBmJiYmoU6cOACAtLQ2pqan6/b/99lsUFhbi+eefR0REhP6/l19+Wb9PVlYWxowZgyZNmiA+Ph6XL1/G5s2b0aFDB7e/PgJ+Sr4gdROIJLXmqLDEpFLRFjHppj3OZ+Y6FCBvOum+WuJzNtpfSjEr18bNoYUBo+NpyijxZa2km9jEmv1Awu2/kCX6MZPPWa42AQD2DqJ+t/mc2e2FMup41elKrt8/9l1yS6lRR0jx/ioU4XtSzGa/tHi/oP3+77eDtneyonR5ilwHLzydooJ+AHjuuedw/vx55OfnY+/evejWrZv+sfnz52Pjxo36nzdu3AidTmfy3/z58/X7zJgxAxcuXEB+fj4yMjKwevVqxMW5r1QSERGpS/llEI6Mht3KL7S9k0hu51k/17rjV9H9kw2Y8s9RwUs8zl2zXdPdmdjlhEI6D2x5+8/D6PbJBtzOL0R+YRHeWn4Ya49dtesYUgQ1WbmuqUsuFlu/kV3nLY/KOzjDGQCQk6fFtjPX8fB3O5we9fx9rzKmzv998ArG/3oQvT+znDhRSq5+e5jrIBz98x7XnlSA7FwtHpyzDQuSz1vc58hl86VVHVXagTzoq236bTuslF615v1/j6HP55tw7VZJiXR2jjpPcUE/qRvf00Ty5swNsafKvC3vAGlvquVOie83n8Oon/bgQmYuftx2Hl2mr3f6fJtOXcNXG87gk9Unbe9swfDvdjjdDjlYuCMVF2/cxZJdqViQfAGLdqbiGYOA4eKNXIxbImyUzp1aT01CntaxevZq1vWjDXj0h51IPpeJXgKC4Dv5hRY70tKy83ArT4u+n2/Cp068V1xLh30yn+K//6Jr22fu9W9w40wtS2asPYV9qVmY9NdRi/v8sivV4mOOyrhl3Anyx/7Ldh/jl52p+GFrCs5k3MaMtafwz8Er6PDhOuyV+bUmdwz6SVau386XuglEorL3xtjRRDruorGYok2Y2/+NYG8/cx1fbTjD3nsZsJan4YNE05JRhUXFTnX+PDFvFz5ZfRLfbDJeVnAy/RYKi4qx/cx13C1Qf0C54URZeb33VxxHerbpiGHXjzfgzwPC1p+7+6PjVSenAqtRth1ror9YdxodP1yHLtPX4/x18zNjFu5IxemM25htkBtETt8QOp38k2peuumZCWjnbz8vyXk7fLDO6WN8sKIsX0VBYTFeXLwf127ly2IGhZIx6Ccil2FAB6RYuJmzxJ6bRiX6aft56HQ6PPLDTnyy+iRWHpF3DgMxyLwfx24ajQaHLok7LRQA+s3cjGkrT+CRH3aiyTurRD++Pdzx0fXU/N1GPxsGJ5aCQHOk+pj995CMM3U78UsR8/dpa213aSfotrPXzT5urtP4gowqe+gg/xmanhr0C/HLTvFH+sVmuMxFjFwJnoxBPxG5zHWZT2t2h+d/2Sd1E0TlbAC741wmFhrcaFy8IZ8bWBImt8B1+QbkUIbMmr8O2DdVVafTCa54scogiadSAhVLGeaVpKCw2GVVSf7YV3a9bHRgyvcX606bbDspo8oSOp0OxVaifjnM2Ll5R5n3IYdd0LEqlbEL9uIrByvZGMqxkX+GrGPQT0Quo5P9xD/XE5LQTEmcHdXZcvo6Jv15xOZ+BYXF+HP/ZWS4MYu6qyhhoH/4t8mC9/11jzISjLnCy0sO2LX/4/N2of0Ha+1e5lNQJHx/KT9lh32r3NwKmbfzkV9YhEaTVqLem4n6UXcxpRt8fplbvlFqf2qWzQBZjp+FxTrgmIWkmj9sOYcm76zCv4fKlqesPpqO7RZmNbiKl5cSPoFN/X1Q/LKSUll1NN2uHC53rLwXft1zUYwmeSQG/UTkOoz5VUfs2tCWylx9teEMxi09gIQvt4h6PikcS8uRfbbznXbUGPeEso13RAoAt5y+jht3CuxOxCanKdzWOFOC0ZXLv4QM3Ld9fy22nLqu78hs/u5qANIsx/l97yWbS1rMvUeFVtNwley7WuxPzdL/PH3lCez5rzLC+ytK8oGM/7Uk98OVrLt4dsFePPL9Tre20dV/z+UOJKojx72x7BB2nsvEsG+TcTJdPrNelIBBPxG5DGN+9Vmw44Kox7M05XXdiZKyZddvFyDxsIzXDgswc+1ptJ6aJHUzRDN95Qmpm+ByBSJ3bPxg57KFKf8I71yTOneK0POnZd/VlzfbcCID7T9Yi40nM2w8yzF7rFSkMPRMucRgYo/2n8koK9vnbAm/FxfvN1la88bvh5w6pti+2XQWQ79JNntNlJZec7egAF+XHn+NnSU2heJMScuGf7cDu1Ju4OlyeVHIOgb9ROQy5tb6jf/1ALp/soHlnhQsT1uERTsvYPn+S8jJ0+LGnQKnAg9bo4XPLVJXXgQSn7nrL+NWHlYdSXNovfZvVpYw3BC4RtjZYFzqYF4ow8DWkjxtEeKmrUfHD9ehsKgYT83fjeu3C/Dkj665ab+T79j3S+zUJFET0/198Ap2/Deb6YqV6f1CrT1u3Elirka8HMRMTNT/u6CwGMfTckTvSBPKz5uhjlpJ1ZGkVHwnEJHLlL95OnI5G3/su4wLmblYupvrspTq09Un8dbyI3hl6UG0nLwGse8l4dXfHB9xMlzzSWSvI5ezUe/NRLR7f63RaGrfzzdj7MJ9mLv1nN3HtFY+tnwdaks2nnKuVre9wWe6RAFg3xmbkXzW/DKdUoa5TfIKXR/8rTrq2OirKwJTMdcgl+8IclUCQrEN+GILHvpGeN4QMSl1xNxdfX5T/zmGvRduuCUzvhizxBTSFypLDPqJyGXKfzZ/v6Xs5psj/cq1wcyU3GX7nEvulqctUszIpqdQynt0/K8HUKwrCdR7fbZJnz+htPzlh4niLkf4cet5QfvtuyBsirmzSt81hmur3e3h73cgx0om/zeXH3Zja0qS9MnFH/suY/BX20Q51tvlkqCes7MkrCfKuSveko39qTcxZ+MZQQGy0zN9nHq2cPO2pWDI18nYdV54XhdHfbPpLI6n5WDk3J04eDHL5ecjYwz6ichlyn/pGU7F8oRkYKXOOrmWU27OilyR4PqtAjSetAoPf6/cTOBqZC3buJyUv7d+dsFe0Y9pyFqJMk/WcvIarLSQf+OAwQ2+J3buHRApwLnFkmV2my1CqbhSD8zZjo9XnRRUwaT8Ugy7ufltkpXrnvKbD3+/A1tOX8fgOeJ0hJFwDPpJlg5ezMLs9ac9KjBUo/L3dtsNpoCevKquQNia+BmbpW6CrCUeKQkUdpxz/UgDCSf30MxS8Lgz5QbGLdnv1LGtBfZiZAMXMoti7EJhnRdyiqH/t2ifQ0H9gYtZiJ6wwqlqAIacmfUuRfZ+kq/f9lzED1uMlwidumo7a/zhy9lOndfdnYtX3FQJorRzwdUvb+IfhxE9YQXecvMsIzlj0E+yNOirbfh0zSksSBY3Uzi5124r08X+UVENWluErLssLtbho1Xqz4pujrnRqxSRZxOQ/cQqW+dq5oK0Pw849/li7R2rgbCosHR5gTlCErAJzQpeWCyvzvGHv99hV+CflVugn/4+4AtxSnTKqB+EFO613w/h/RXHcfFGWRnNSzelLZVIJSzl4LiSdReLd6UCABbtTHVnk2SNQT/JTn5h2QjIaQFZgUm+xBq18QSJR9Lw9cazUjfDKWKsAf/rQEnN4zsFylhPrmbfbrY/AZ5aiDHKdsTKSJ+zo4CGenyyUbRjiWHHuRt2jeJ9tOqk6xpDsrThhGtKNbqSYef02uMCOuQUsqa/lEaCKS7RE1YgesIK5BcWYd3xq6J1NCulw9rdGPST7Iw1WI95t4BvXCWT07RTubt4Q/kjBxtPOpetHABeXnLA+YaQKK4JzFIvtQuZubZ3spO1z65z14V1RqdaeU+/8Itzyw8MZciwbNX1O8Lb5IppxZ6YN0BJnlJgffU7Zu5Hi11YPcHd17CQ0puu8uyCvRj10x7BS5rIMQz6SXY2GAQO+1WU3fPijVxsNJP1XM2KeOOlFz1hBQ5fsjy6l3VXWO1vORPrC9vazc7mU9fw3KK9VkuqkTiU8vbNF1ACznAGmRDWrsHd54Vl5S9/jSqlGoIYHpyzXeomeAxXBp6u5Kqg1lWjvOVLDk7++yj6f2E5X4+Ys3ncoXQ6vBRKBwy2nL4uyvGYl8M8Bv0ka64YwZFK14834Mkfd+NvD1rLbus7fZOTdayV5r7ZWy0+dlUhmdJtESP5prX3yOPzdiHxcDqm/nPM6fOQMaV1pNgTM/yx77Jdxy50QSB15HI2Jv99FAt3iJ+rpu7EFaIf0xmXbt5FhoW8BUJ+s2cybmHQ7K1Yf6JsGnWBgM4d/Tmc+PNpi5QVRB9PV+YyOm2RDpm383Hjjrgd3mImwFtnZRr//O3nccpKQuINTs58U9ZVKDeM+s1h0E/kZi8tFm9ap9zZ6slfcchzOkBs2Zmijsz1982y3LEh1NLdF23uky4gERrZ52a5m2+533S+sHgfblmpDW/I3tE/VyTq2plyA/O3nzeptS4GOQ72HvpvZlNmuc6kQgFB9fOL9uPgpWw8PX8PAOCPfZfQ8O2VaPd+kqBzO/PrKM0rohRKmZFTXuqNXLR9fy1i30uSbaWmUT/tkboJJIBOp8OI75IRPWEFcvK0JiP9568zMTDAoJ8Ujuv25M3W9H4htW4B5U5ftEeaSkb6T6TbLmVki2Fpx1LH03JwWkCZJHLc1jPXjStNyPxtl3g4HQO/dL6TyRGOTNX31BrrHyYaVyUpX0LL3MjsSYP3elGxDuN/PQgAuH5b2KiwM/cGOR76d3K3Pp9v0v975ZF00Y57NUdZM5Ys4e2tMNqiYhy4mKUv+fv8on0m+zy7gLkCAAb9pGBv/H4IfWds9qh1klLQ6XR45qc9+DDxuN3PvXlH2CicNRtOZqDllDVYeTjN6WO5AzuiXGPAF1vQd4bl9ZPl6XQ6u9dxGz530p9HsMAF07DlbMo/xzB3a1nGfnfXiXZE6g1hS8DOiTzSM+Wfo3Y/Ryf3XhSRXf4vQd+JctPPywd4ttbxOjL926nftAKue2sOXMxCpw/XKWrGwh4r5X3t5eg9oU6nw6ZT15Cukg54pUoSWKq01IykU3jGYEbGltPXTSb3n+SAAQAG/aQQOp0OO85lGk0/XbrnIs5k3Lb7A0IOsnOdD4bd5fF5u7D2+FV8t/mc3SPuYgQNT/24G7fzC/E/M723SnUl6y4W7LiAuyxL5zKjf96Dpu+sdmidevLZTCzYcQGTXDANW+6W7y9bcqPs0MfYLyLXal68y/YSFE9Xmhfh6BX3rzl35qtHadf9sXK/32cX7EF6Tp6iKqH8nCxeB2tFfx+TbdbKZ5ZKOnYVT8zbhU7T1mH2+tOitYfsM/pn+5ZUHEvLQWa5jsHsu8q5x3YnBv2kCCuPpGPEdzvQ87ONJo9dk2G5Ilu+3qSceuyGozD2ZkR1NuZffVS8KX9yUVSsQ+fp6zHpzyOYtrJk9sSFTK43s9cuGzkQ1h7PQFGxDn8fsD9vRI7BOvFCma41dZUCB2dHEJWn1FRaShvof33ZIaOf1TK93RHFxTqzs3DunbXVZhLlbWfK7nU+XXMK01eesLI3ydnwb3dI3QRZYtBPilA6mp9lZoR86r/Ky+J9O98zeiGdmc56JuO2yTosR6dru5OtG8Yen27Q/7u0ekH3Tza6sEWezZEr0PBv+OpvB0VrixKoqWKKq9m7lGfNUeXNSnOGWN/NnrYswhlKmkVoSXauFknHrgpK7ncy/RYOGpR2Xnv8qr78W3m2kiiXr9jxjYIGZ8hYgYd11gtlOgfGjC+//FLwAV966SWHG0PKdCHzDi5k5qJbwxouOf6Li/fDx6tszGDOxjNoEh7kknO5i6d8Hgm5J86+q0VwBV+T7RdvmgYff+y7jIc71BajaZK5eKMsK7jSRpQ8heHN358HrmDmiDYStsa9XFGqTq0OXMxCm9pVBO+fwgzSgoiRF8XTOgo+WnUCr8U3wgeJxh0tmbfz4e/rjUpmprzL0eWsu+gyfT0A4KVe9TE+vpHV/fvNLMnzEhkcgE8eamV2YEiII5ezsUjkJUDkHpY6eciUoE+BGTNmGP187do15ObmIiQkBACQlZWFwMBAhIaGMuj3MDqdTj9KOe/JdujVOEz0c/xz8ArCgvz1P3+86qTo53C3xbtSMe3BFlI3w+WE3HatOJSGn5PPY8mYTggJ9LO6r9rWwHvajamr6XQ6aMqtQVHi8h+5YFJK6/7Yd9muoJ+E2XrGemI/c+9z050cP78SEliW9/XGs2hVK9gkSWLb99cCAM5PHyhFs+xWGvADwF8Hr9gM+ktdyc7Doz/sxEdDrN9XbTiZgW4NasD7v4Gkz5NOYePJDEFr/knZxi89gM+GtbL92aFigqb3p6Sk6P/74IMP0Lp1axw/fhw3btzAjRs3cPz4ccTGxuK9995zdXtJZpbtK8sOO+Zn15XEUOMatXlbUxA9YQXmb0tx+bnu5BfiosAs19bYey8kJInam8sP40T6LbSeKqz+spoo8N5SthbvSkXrqUk4cDELJw3KBjoyRdPT/yxLdqViX+pNffZ1NVlxKM1o7a4zFuy4wEzfNjiSSPPLdcZJ1MonYSxdFkXGMm7lWywLKWSqvNKYy7fyxrLDZvYs89SPu/GjwT3Xl+tO49ClbHCCk/r9sf+y2XLAnsTuNf2TJk3CrFmz0KhRWe9bo0aNMGPGDLz99tuiNo7kb7dBMi1OC7VP6XrHyf+4NifBxRu5aPbuanT9eAPOZDhXtuTZhfZ17OxPzbL7HDvPZaLv55uw1kxVBiV00NrzLrh0U31BlTsZ5niY+MdhZN/V4uUl+3E5i+vSnTHhj8N4cM521XW2frPpLJ7/ZR8e/WEntp8VJ/D/fS+z+Fvzxu+HbO9Uzr5y3xsz1xp3Apy+etvmMTzxbmTt8QyLj3214YwbW+IeqxxM9Pv+CvvLD5M6XFFhR7Y97A7609LSoNWarpkpKirC1auelaSGTKmxN1np3l9R1qnw7aZzVva0zR3lEYd/twOnM24rdn2dvVOid57z7J5nZ0z+2zRLswbOz6DgtHZ1MszG/fT83aIc89M1p0Q5jlqtO2E5ELWkyMYAwu97L5ndXlysw/uJJ7DvusYjZ1FttjID4h8bmevloHypNlt9/NvOOPfdqcaZTGSdB34sGLE76O/duzdGjx6NPXv26G+M9uzZg2effRZ9+vQRvYGkLIVF8n9L3ShXz1MOXFmyzfBv8puFmyUST/lRKlvG2jl7gsos3nUR646bdkQ5H/Q793ySvzxtMYpFmp2mhKoianLyqvkZayuPpOOn5FT8dNrbqXwpfP9Lw9qgwsaTGYiesMJo7f3iXc4NDMxef9r2TqQuHv7etjvonzdvHmrWrIkOHTogICAA/v7+6NixIyIiIvDDDz+4oo2kIHlaed/8fLf5LGLfS8K8ra5fR2+P8msWxaSEKfFCKeGlZN+1L3uwh38HOW3UT3uMRubvaotMfqelI4e5BYWCOv3+PWQ8KibWGnCSlz/2X7a9kwBqSC6rBtduleVXcCZwV+NnshKTl503KB/65I8lM3PunbVVlGMXFBZj8S4uzfE0b/15WLTOXiWyO+ivUaMGEhMTceLECfz222/49ddfcfz4cSQmJiI0NNQVbSQFafOeNMnYhJZC+jCxZHqnWPWDxfLtZuem3Vsn7pe9ramXzjCXmMfQ1H+PYX/qTZedXwycGu5+MRMT9f++mpOPqznGydXqvZmIX3amouXkNYh9L8lmLevya2N/cXJEieRpmUgzn+bKrBPZE5j7nDW8D3Aq6FfhZ7iaXlNatvPT8jtPXydCS0hptEU6zFZhfguh7A76SzVs2BD3338/Bg0ahIYNG4rZJiK7fbbG9khL+S89NX0JWnMiPUfU4/11QJzRMXMKbAT9xTrggTnbXXZ+KThaV5gse/vPIybb3lx+WJ9s9Lid74kVh9KQ6UAWcpK35HOZGPTVNly6ycSPSrP6qOlU8J+SL+j/fTzduaS1anP2muuWELrSnvM3TLaNXeD8krjrt+W3zJPc4/OkUzhwMUvqZkjCx94nPP3001YfnzdvnsONIfUoLtbBy8t908n+PZSG9wYVoEpFy3XeM8rV6069kYs61Sq6umkAhHUwZOUW2KxTDwC38rTYc/4m7mlQHb7etvvtyiermb3+NF7o1cDm8yxxZfbT3AJ5Lw8hz9X2/bU4PDkelQN8pW4KiejgxSw8PX831rzSXeqmkB3OXrOdwZ8s23zqGiJDAlA/tLLUTbFq6DfJmDm8tdG2g5eyze9MJNDgr7bh/PSBUjfD7ewe6b9586bRfxkZGVi/fj3++OMPZGVluaCJpDTRE1ag7puJOGUh2Y6rzFpvfcpOQaHxKPL87edd2Bpj1wSMEprLSFyaI+HijVyMmr8b289ex+PzduGp+btNahlbUr6/wdls01+sO+2y3A2Jh9Ocer5Op2NSLbLJ0ev3O5cuwyGpnLp626F68iQdBv2O+3rjWTw+bxf6fL5Z6qYIMm7pAZNtzt4rEHkiu4P+5cuXG/3377//4ty5cxgxYgQ6derkijaSjFnLDRM/w71fKPO2WV9XWb6c4I/bzjt0HkeWBQh5yvsrjqPv55v069rH/LwHjSetwtytKXh5yX6sO5GBR77fif3/ZYd3Zj2qM6VqtEU6ozKAYtIKrP6wyUJpov4zt6DR26uw4aT9ZaLIczz5426sP3HVbA6J2/mFFp/3twLKXpFj2r2/Vv/vgx469VNJ/tjnumVmJ1S+NOCjVWWlKw2z4SvJc4v2Sd0EQU67efCLhBN76asSOLym3+ggXl545ZVXMGPGDDEOR+QSYqzgf+yHnYiZmIjks/bVhy0W2FFwOuM2nvqvfvSa/8rXvPfvMbNl4JzJxvuOmTXP9nDVDdd7AhMszrGQiKW0lNNTP4pTg5vU6+n5e1D/rZWInrACaw1KRVlLVHkhk2u/1e52fiEGfbXN7uf95MaZY0SOMLc0795ZW7F0NxOVukr5ZaUkH6euet5sIVGCfgA4e/YsCgstj5CQOjkzYuxuYuTt2/pf6a6Hv9+BjXaMJtuT8H7LaWHlwWwlvbNm3QnnRsK9JC7/szPFNLmP2HQ6HS7eyPWYhI+e7Jmf92Dy30eh0+ls/r3Ts/OsPk7KtfnUNWTlOpbg692/j4rcGiJxTbLQ2f/GssNYdSTdpZV5iORms4UZo2pmd9A/fvx4o/9eeeUVjBgxAsOHD8fw4cNd0UaSseNp1qcuyT1gcmaK/JN2jCbbWxf01z2268dec7IH+c9yNao/TzqFRTsvWNjbmLUp0HJxx8k2/rAlBV0/3oD3/j1u1/OUWA+ZSnJ8JJ/LtNk52GnaOnyz6ax7GkVu9fi8XVjvRIeouUzjRHKx58JNi/lMxi7cK/j7n4Tj3YB8mcujpXZ2B/379+83+u/QoUMAgM8++wwzZ84Uu30kc7bim/Qc+YyKbT9rOoL+f78dNEnw5wr29qC//vshF7WkzLilB/DW8sPQFhXjyOVsfLnuNN5a7ty0fzlp9u5qp57/QWJJsF+aKyI9Ow8/bDnndGcCyVfO3UJBS3Gmrzxhcx9Spnf+cnzEfug3ybLv6FYTJc00lIPsu1oM+dpyyVtnOryIlOj89TtYvv8SbuV5Rulku0v2bdiwwRXtIJVafSQdT3aJcdv5hn2bjF+fjQMALNhxAbVCKqBn41AAwDcbzY/OJR5Ow+A2NR06X562CAG+3jb3E7qm315Xc/IQFhTg8PMX7UxF1Yp+CK5gfxmyizdyEVU10OFzO0tbVGyzZOH563dQM9h2GUQhOk1bBwBYc/Qqfh0bJ8oxSV5e//0gfnq6g6B9r9/OR/VK/i5uESnNtjOZuKdBdamb4RG6TF+Psx8mwNuN5YGV7ugV68nL7uQX4nLWXTQMk3cpP6X459AVdK7PzwO56vHpRv2/PaGEn90j/b169TJbmi8nJwe9evUSo02kIpP/cU2Wd0t2pdzAmYxbOHolG5P+PKJPigcAVyysxR239ADOOVj+556P1gvaz1VL5Tp+uA4Zt8peV3Gxzu5yZF9tOINCBxrY9WNpOwAbvLUSKdfvWN1n5Lydopxryj9lo3+7zt/Aq78dFOW4JC85eYV4YI7lkTBDhtneiUo9NncnM3a70YeJ9i2/IssOXsxCs3dXI37GZqw5mi51c1Rh8S7bSzWJ3MXuoH/jxo0oKDBNdJOXl4ctW7aI0ihSDiED2K6q6W5Jn88328w1UF6vzzYhO9f69B5zr+P6bWFJn1w55XPgl1v1/37w6+1o8s4q/WsxV5KsvGId8LNB5mklJSrradBLa87FG3eRW+D8dPzy5R1/33sJl26az+TO6b1Enq3vjM0Wy4qSuOZuTcH128yQLoabBvdAYxbslbAlRO6X4wFT/AUH/YcOHdKv3z927Jj+50OHDmH//v2YO3cuatZ0bIo0KZntAKfN1CRET1iB6AkrkGRQGsuVHBmJbTV1Db7ffM7i2h6tE9nyXenarXyMW7Ifm09dw4GLWdDpgM2nS244230gbDTScBZEp2nr8Me+kgQnO89ZL02YKoMSZqVliCx12rR6bz0u2jmRY7KATNy5Be7tzCL5mbs1BUXFOuQXFjHzNRl5Yt4uqZvgMdq9vxb9Z26WuhlEZuUX8l5BCVpOXiN1E1xO8Jr+1q1bQ6PRQKPRmJ3GX6FCBcyaNUvUxpE63DUYIR/98x78r0c9t57/tz0X0b95uKB9P0g8jg8Sj5tdJ2jppl6n00mesf3PA1fw54Er+p+/2XQWLy7e7/Dxxv96EF0b1MDw73ZY3a/bJxskXwcVP2Mzjkzph1ZTLX9gf3rYB1crnsDWM5lYPa4bzmTcRt0aFU3yMdy4U4DUG7mYL6DmdvyMzTj3YQK8uJ7UY7337zG892/JEqbaVQOx+fWeEreIyDOdSOeSCpKnRm+vQvvoKvhtbGepm0IeTnDQn5KSAp1Oh7p162LXrl2oUaOG/jE/Pz+EhobC29t2QjNSF0dmMn9tIaGeq7z2+yG8Zmc2/HpvJuLEe/2x+dQ1tKldBTUq+yPfQpb/3/ZegraoGH2bhCHUQlI9d48B2krWI0R7gbMEjl3JQdPIIKfP56jb+YXYeNJ21uEFO1IBAA3fXqnfljItASev3sLS3RcRWjkAH62yLyt7SuYd1KtRyWib1B1AJI3UG7mInrBC6mYQEZHM7D5/E/tSbyK2dhWpm0JWRE9YgRPv9ReUoFuJBAf9derUAQAUF8tzijNJw1VZ6eWg8aRV+n8fm9oPx9LMB9Kl5fXeWn4EvzzT0WymVhX/mpDw5RbJR/uf/HG37Z3MiJmY6NR5e3+2CSnTEowCfa7pJyIiIkMPztmO7RN6ITKkgtRNISse+X4H/niui9TNcAlBQf/ff/+NAQMGwNfXF3///bfVfe+//35RGkYkJ03fEVbz/ZEfdmLbhF6oWe5DXe3rfaMnrPDYqe4xExMxsEUEBraMQNOIIBy6lC11k4iIiEhmOk9fjzMfDICPjXLDJJ19qVlSN8FlBAX9gwcPRnp6OkJDQzF48GCL+2k0GhQVuTZhxZw5c/DJJ58gLS0NzZo1w8yZM9G1a1eL+2/atAnjx4/H0aNHERkZiddffx1jx4412mfZsmWYNGkSzp49i3r16uGDDz7AAw884NLXoRZenMpsosv0sjJ+f7/QBRHBFZB4OE3CFrlH3TcTcX76QOh0OsxafwY1KntODfMVh9OwwgP+xkREROS4+m+txODWkXipdwPUqVYRedoiVPQXPPGa3CB6wgp89UgsBraMkLopohJ0lRlO6Zdyev/SpUsxbtw4zJkzB126dMG3336LAQMG4NixY6hdu7bJ/ikpKUhISMDo0aOxcOFCbNu2Dc899xxq1KiBIUOGAACSk5MxfPhwvPfee3jggQewfPlyDBs2DFu3bkXHjh3d/RIVR63rXsRy/+xtUjfBrbimmYiIiMiy8smXS70a3xD1alTC/xbtk6BVZOj5X/ahec0eqFOtotRNEY1Gp6AFqB07dkRsbCy+/vpr/bYmTZpg8ODBmDZtmsn+b7zxBv7++28cP35cv23s2LE4ePAgkpOTAQDDhw9HTk4OVq4sS+7Vv39/VKlSBYsXLxbUrpycHAQHByM7OxtBQdIlNLMl504eVq1ejX794uHr62t1Xw2EjeA3eWeV7Z2IiIiIiIgUxFw1L7kRGocKGun/8ssvBZ/4pZdeEryvPQoKCrB3715MmDDBaHt8fDy2b99u9jnJycmIj4832tavXz/MnTsXWq0Wvr6+SE5OxiuvvGKyz8yZMy22JT8/H/n5+fqfc3JKErxptVpoteZrhctBwqxtuJTlg9d3rbe9MxERERERkYeq92YiTr8Xb3tHCQmNPQUF/TNmzBB0MI1G47Kg//r16ygqKkJYWJjR9rCwMKSnp5t9Tnp6utn9CwsLcf36dURERFjcx9IxAWDatGmYMmWKyfY1a9YgMDBQ6Etyu7t3vQGBI/hERERERESe7N8ViZDzYH9ubq6g/QQF/SkpKU41Rkzla2DrdDqrdbHN7V9+u73HnDhxIsaPH6//OScnB1FRUYiPj5f19P57euRh3br16NWrF3x9xUka0uo9zhogIiIiIiJ1OfxOb9nnLyudcW6LU5GfuQDaVapXrw5vb2+TEfiMjAyTkfpS4eHhZvf38fFBtWrVrO5j6ZgA4O/vD39/08zkvr6+NtfKSykoEPD3BoIrBojWzhHto7Bk90VRjkVERERE5GnqVAtEfNMwtKwVghcX75e6OQSggq83KgcGSN0Mm4TGdA4Vipw7dy6aN2+OgIAABAQEoHnz5vjhhx8cOZRgfn5+aNu2LZKSkoy2JyUloXPnzmafExcXZ7L/mjVr0K5dO/0vyNI+lo5JZI+aIRWQMi0BXz0SK3VT3OLXZ+PQu3EoAKBxeGWJW0NEREQkP892r4tdb/bG+ekDcX76QGx6rSfeGtgU97WKxKHJ8l5D7gke6Vgbx6b2k7oZorJ7pH/SpEmYMWMGXnzxRcTFxQGAPhne+fPn8f7774veyFLjx4/HyJEj0a5dO8TFxeG7775Damoqxo4dC6Bk2v3ly5fx888/AyjJ1D979myMHz8eo0ePRnJyMubOnWuUlf/ll19Gt27d8NFHH2HQoEH466+/sHbtWmzdutVlr0NNlFP7wTnr/q87vtl4Fr/tvWRz35RpCW6Z/SIn0x9sgREdSspmdoipqt/uSSX8tk/ohczbBRj/6wGczrgtdXOIiIhIhg6+G4/gCpZHZ4MC5Dtr2BOo9T7e7qD/66+/xvfff4+HH35Yv+3+++9Hy5Yt8eKLL7o06B8+fDgyMzMxdepUpKWloXnz5khMTESdOnUAAGlpaUhNTdXvHxMTg8TERLzyyiv46quvEBkZiS+//BJDhgzR79O5c2csWbIEb7/9NiZNmoR69eph6dKl6Nixo8teBynHvy/eg+Y1gwEAg9vUtBn0736rjyo/KGwpDfg9zWv9GmHUPTHw9tLA19sLkSEV0KdpGIN+IiIiMvJG/8Z4uEOU1YCfpHXwnXjV3sfbHfQXFRWhXbt2Jtvbtm2LwsJCURplzXPPPYfnnnvO7GPz58832da9e3fs27fP6jGHDh2KoUOHitE8EuDolH5o9u5qqZthU/nanJ3rVbP5nBqVTXM9KFWjsMo4efWWzf2+eUwdSxfGdq+HtcevYubw1rh3lrCZPs/3rG+yTZ1fFWTLwBYRGNY+CuuOX8XPyRekbg4REcmIt5cG/+tRT+pmkA3BgertkLF7Tf9jjz2Gr7/+2mT7d999h0cffVSURpF6vT2wCSr6i1M5QKjuDWvgxyfbI7qasHKKbetUweHJ8UYBP2A5YeVnD7VCx5iqOPl+f4vHbPHfbAEl+efFe2zuc376QPRvHuGG1lj367NxODJF+Nqr38fG4bexcahdNRA/PtkeKdMSMGFAY6wd310/s8OWoxbOp9IOYrIiJNAXXz0ai+4Na2DqoOZSN4eIiGRm91t9pG4C2bD5tZ5SN8GlHIq+5s6dizVr1qBTp04AgB07duDixYt4/PHHjUrZff755+K0klTjic7Rbj/n/KfaQ6PR4JPVJ23u2yG6Kn4dG2fX8Ye0rYUhbWtZ3cfVgeDZDxNwO78QraasEe2Yfj5eWD2uG/rN3CzaMV3FMI+AOUG+OrwzqCWiq1dCu+iyfTe/bv4DftbDbWxmz7XUeeXFqN/jHHiHSZeISP4ahlXCqatcfiaFqhX9pG4CWfHHc51RW+DgoFLZHfQfOXIEsbEl03nPnj0LAKhRowZq1KiBI0eO6PdT63oIco6vt0MFI5xSei1qi4qt7rdtQi+E2jk9/62EJoL28/Jy7fvB20uD4Aq+SHypKxK+3AKgZCTaS6NBk3dWOXzcRlYy8G+b0Mvh44qpTxPL5TUBYFCrCPQKvIiEVhGCy5rc1yrSatCfMi3B4mP85PMsEwY0lroJRB7tpd4NMDS2Frp9skHqpsjeD4+35+/JzRJahOO5HqZLAUleqgSqv1PG7qB/wwZ+WJB9vnksFs0igxFV1T09aP2ahWHigCbo8elGo+21qlSwmGDtyJR+qOTAsoPR3eoK2i88yHV1Pv9+oYv+300jg3B8an/4emvgY0cHy/npA7FwxwXodDr4+XihWaTtKe41Qyo41F4xzXk0Fr2bhFrdZ/oDzbBm9UWHzxFa2R8Nwiph25lM/TZ2aqpX/2bhWHU0XfD+o+6JcWFrSKn+eeEe3DebVYBcrTTZbqGNTn0qYW4ks0v9akbfby1rBePQpWx3NkvV5jzaVuomkAARwa67T5cL9y6uJo8UHlzBbQE/AHw7siTR5ObXehplSB3QPAIbTl4z2d8dpTlcMdA/dVAzPB4XbbK9gp+3XceJb1oyUv5YpzqCn7PFwrR4d0toYT2fwBcjWtvV+WFo5ctdsefCTTzaoTbyC4v1MyZ2vtnboeORMkwZ1Mxm0J8yLQEnr95CdLWKksxeInk7PDkelVlyyy1Kc7BwWZVtMdUrmt0+6+FYjF2wF7vO3wAAfP94O3T9aAMK2JHitC71bSeAJulU8vfByLg6+F+Pegjwte/eWYnsDvrz8vIwa9YsbNiwARkZGSguNv5QsJUpnzxPHTcG/IbK92i3ja5iss8z98S4ZdTWFeeIq+v8l0mjsMr48MEWdj+vVhXpR/kTX+pq9fHvH2+Hvk3DoNVqHTp+k4ggNIkIAlDSkfLbf7kewmzN2uDNp2IJzays0WjQODzIxa0hJTo/faDUTfAY97Ys6/Tlx65t7f+7B6peyR/Xb+cDAJ7vWQ9VK/rh17FxyL6rRVCADzQaDXo2roHVR69K2VxVaB9tPd8QScueBNBqYHfQ//TTTyMpKQlDhw5Fhw4dOM3Vw+mgM7v9m8faok3tENwtKEIVmSQvCTQzAj6iQ5QELbHt8bg6Nst+1Q+t5PR5PhvWCtUr2V9mUOr3/ekPBpgdYd3wag+M+C4Z3z/eDi1rhYh6TqFf3vxEVK7uDWuY/ZwwVEfliX6IlMJwNoXU30lKUDbrrey+7YE2ZUmIDWdGfvhACwb9ItDwjoBkxO6gf8WKFUhMTESXLl1s70weq3/zcEnO+/GQlhYfiwg2Hp3WaODUsoOWtVxXhm9kp7Kgv6KfN+4UFBk97ufj5fRNzpOdo9EsUpmjlZamVMdUr4idb0pbFof3nsox+b6muHTzLny8vZCWfRcdY6pafV/NfaIdYmubzhgi9XihZ33M3nDGoed+81isyK0haxpbSTRLpl7sVZJMzt+nrGMzqqr5WXvVHBgMIFPD2luv7ETkTnYH/TVr1kTlyvygJXnq2dh6UjdDx6b0N/ryE2LOo7F4blHJEpZZD7ex67n2qB9aCSnTEpCWnYeI4ADETEw0evz7x9s5dfz7WkVi8v3NnDoGmceefWX4bmRbxDcT3jk56+E26G2jUgQpX8e6VTHbgXzFvRqHon9z6zlGSFyPdKwtdRMUpXTgo0Zlf1zOugsAdt8DkX2Y20O+PHEplt0ZiD777DO88cYbuHDB+tRj8ly2pse6ytY3eqKGHSX37E14B8AoU7zO/MoGUWg0Gmg0GkSGVDAZeYyuFojuDWs4dfwxXYVVHTCntkQ5GpTCxdUZSST2BPyNwyvjvlaRLmwNycHXj8aikwO5UjrGVMVXj3CU392YRJPkzpGqUESuYvcnZrt27ZCXl4e6deuicuXKqFq1qtF/RG3ruH/6a5VAX9SqYjsYnf5f0rpl/+vs0Hn8DG4ywiUq7zEk1r7pYvOeNJ4VcHhyPFo4sTTh7YFNHH6uJ+D0fvWpVkkeeUnItQa0iICvt5fdI0CzHm7jUCcyiatrg+pSN0EROtcr6dhSQgf1mQ8G4N37mkrdDCJVsLsL6uGHH8bly5fx4YcfIiwsjMlTyMRAG2XUXGHuk+0F7TeiQ22M6OD4lECNRoPjU/ujsLhYsvIeo7vZN0rfq7HxlGRnp5tJPV0tKIA95+Scsd2tZ+kP8PVCnrasMk0xK1ep3kg7SpaWV1UmyWo9nWEiOrLspd4NEB4cgB4NhS+HlIqPtxdGdqqDKf8c0297976mCPD1xsQ/DkvYMlKy0V1jpG6CJOy+e96+fTuSk5PRqlUrV7SHVKBHI/d/kVQJdN9NV8mIjjQBv5cGktcSDarguqC7dtVApN7ItbqP3Dsa5d4+TxDo543ccskvX+rdALfytKheyR/P96xv9fkta4VgV8oN/c/Nayoz4SXZtvLlrjh19ZZTyWd9OM3c7Xa92dtkmwtX3Clev2Zlnf8Bvt54PC5ausbYqfz766kuJQEbg35y1FsDPXP2iN3fVI0bN8bdu3dd0RZSoLh6pusfxZ72LuSGO9xW7XSZm/2IsKSA0dUqurgltjWLdF3VAiHr3ypI3Okhtpoh5rMnk+M+e8i0U3p834Z4975mNgN+APAu13HzjBM5MEi+vnokFk0igjCodU2HE5q1k2A5m6cx9/0eau47n1G/RW97aJBDRGXsDvqnT5+O//u//8PGjRuRmZmJnJwco//Is9St7nyteFsGt65pcx+lD64aLonobaYCwV/Pd0F80zD88IRzWfsdYRiI//iUsGUUjioWkB3xu8fburQNzrK3pBsT/YjP2ZFXr3JP53ptdUpo4XxpWU7tF1/5rPwv9W4g6HmjPHTKbqn5Vr6fpZ4hSCQXOyaazhLyFHbfGfXv3x/Jycno3bs3QkNDUaVKFVSpUgUhISGoUoU93p6mYZjryzc+1DbK5eeQmuGU8Pphph0praJC8N3j7VC3hnOdLP/rYX0tszmGyX56unjphpB8EC1rhbi0Dc6KDLFv1slD7VjH11mHJ8fr/921QXXonCyt4VWuFzGIZZdUp22dKqIsxWGnnfgGlFtq8UAb2x3/QEmH65sDGqG6vw6v9xPWUWBORYV28kmxtNKVGoeX3V9++t/sLVsddc0iuRSLLGscXlmyJNxyYPe31YYNlgvY7t+/36nGkPK4YwRMyDl8lJCGViBX1M19b1AzrD56FS/2sj21ubwKft7IySsUvU3mtLExSu5Ip4WczXk0Fv2aheP9Fcelbopi/fPCPagc4IuNr/bAr3su4ul7YrD3wk2njsm8DOr2vx718Hq/RqIca1h79XdKu1v9UOPO7QBf4/Gp9tGWvyee6lwHYVlHEeBEB7ka3/9KuUUadU8M5m5NAQBM+6/aEgAMbVsLHWOqGi2Hq1rRDzfuFOh/rhzgg4fa1sLRK2VJ/4iojN1Bf/fu3Y1+zs7OxqJFi/DDDz/g4MGDGDdunFhtIwIgLKBXQyKltxKa4J9DV/CMC6YojoyLxkgHE/e0j66Kfw+lidsgCzqbyRFhyLDnX8kCfL0Q3zQcCRJUulCT38bG6ctPRleviNf7NwZQcvPnDKXcIJP9trzeE1FVbZd3FeLHp9qjU13rn1lkP28bb8DvH3ftMrfqlfxwO989Hd3uUq2Sv9RNEOSthCZ4oE1NNAirZDIAUv59+9GQlhj98x79z8/3rK/KDhsSj5OTABXP4Uhp/fr1eOyxxxAREYFZs2YhISEBe/bssf1EIjt5qfwOvDQx3ehudfH3C/fIbirxhAGNERkcgAkDGrvsHKGV/TG2ez2bf+v7Wka6rA1i0cD29bp2fHd8+bCw5I1kWYiFEl1xTgZi/j5lX42viTQirETD26lvFFusgB8AajEJp0uEVrY+/TbExdV6KqmoLOwPj7fDuQ8TpG6GYF5eGjSvGSxoxmP5Eo1PdYm2O7/TwBYRZitBEKmRXZ9sly5dwvz58zFv3jzcuXMHw4YNg1arxbJly9C0KTODEvB4nOO1joX698V7sGR3KhbuSHX5uVzp5Pv9sfZYBu6pX13qplhVq0ogtk3o5bIe9O0TeiEiOMDk+O8NagZtkQ5d6lfHpD+PoH/zcNV3AJF9GljIKeLstTq2ez2sPnoVABCm8Mogzgj0V+baZnepY2c1lS2v90TXjy0vkSTxOPMJoOTRwHvqV8fWM9f1P/dpGmZlb3lpaCafkVAn3usPfx9vtKtTVfBzjk/tjwBfL2g0Giwd0wnDv9vh8PlJGd4b3FzqJkhK8Eh/QkICmjZtimPHjmHWrFm4cuUKZs2a5cq2kQJNutf1nT/R1SuiikFPf4do4R/ycvFCz/rw9/HGwJYRCA6U18i+OY4GUc92t17q7NX4hogMqWB0/EGtIxEW5I8HYmvh6Xti0Ci8Mn4dG4en7/HszMzkPtUqlk2FdTYpIMnHBw+Ie8Pn52PfZMkalf2xfUIv7OTIol34FhTulb4NpW6Cw17pY1/bq1cquw8srU7QNDJI8DLACn7e+nuPjnWroUGo66tRkXs8aCb556n3B6BDjPLiBTEJ/sZas2YNnnnmGUyZMgUDBw6EtzdHAKjEr8/G6f/t64a19T5eGozpVhZMPhArLLOv1AzrOdetYd8IkVJV8rM+mWiwmQ/mL0a0QfKE3qrOil1++qq5Mo0kHsOEUEIY9nH1aaKckTIxrfu/7oKWqijJIx1q297JhQJ8vREZUsGjZ484wpEZXp62tPvpLiWd4m3rWE+GK2f2/p3r1qiEj4a0wNxypYxb/pfnxZr1/9fdZFsLAc+zR/nlB+Q+8c1MqzzY20mrRoJ/A1u2bMGtW7fQrl07dOzYEbNnz8a1a9dc2TZSiA4xVTFhQGN8PqyVW84X4OuNygG+qFG5ZDRO7tPjS00dVDbKNLi1MjoqXK1WFfPra9U+jb/8l8+bA5tI1BLlqltdeMfZw3YGe4Z/H3dUKJGjek6WB5Uje2YseVrQKAeRwQFY9r84s481iWApNmte6et4iUKptKkdYvSzIwlYh7evjd7lOmZL8yRZ42z5YyHe4ve6hDg9yBzB77C4uDjExcXhiy++wJIlSzBv3jyMHz8excXFSEpKQlRUFCpXVkdmbbLf2O7uL6W25fWeyMnT2kz6IxdNIirjgTY1EVrZX/VBbSlP/NhlsOBa/ZqFYfXRqxjdzfrSEWeEBQVg1D0x8PPx0k8b9US8lsldejaqgR+f6mDxcXsvRU9a0z/vyXaoLLMEwEL8/HQHnEy/hdeXHUK3BjWcTsBaqm/TcPyUfEGUYzmjsopnK5Iy2X1FBgYG4umnn8bTTz+NkydPYu7cuZg+fTomTJiAvn374u+//3ZFO4lMBPh6K+qGXKPRYMbw1lI3g2SoJrOAC/bVI7E4n5mLei5eIuOO/CRyx5ifnPVG/8b4Yt0p5GmLre73hY1qJvbG4Z5Uuq1XY2UuQaoc4It20VWx/v96iHpcLwdncVe0sRzRXt0a1hD1eGTeuv/rjt6fbTLaVkHkv6VaOLXAoVGjRvj4449x6dIlLF68WKw2EVkUr6BMtOSZQoPsr4espM4rqfl4e6F+aCWbN/Wj/kv82LWBMpb/yMmy/3UGoKyZOj4iz56ydrTfxsZh11tMxifEmG51seutPjb3s1Wq1p0JNV1xplPvD3DBUc378cn2qBLoi3lPtrO9s0TsWZ7lLuP6NEDrqBC81Ks+AKBONefKe1bkSL9D7F3K42uml6erQpb9upsoWQ28vb0xePBgjvKT6EqTaL3RvzGqV/LnGimF8cSAS0h9YTVbO940QZIUJt3bFEem9MOCUR2lbopi3FO/OlKmJSgyGdhzPUqWmNWrUdEksZfY2kdXFbSsbEhsLZe2Q+7eG9QM3l4ak4B+yv3NbD73zYTGAIBvR7Z1SdusiXYy2DM06+E2OPhOvFuTiPVsHIp9k/rKegbAny90kboJJqpV8sefz3fB+PhG2D+pr2y+yzzNype72rV/bTPvV09ZQmsvpjIkWWtRsySb6v961MPut3rbXReZpGVY+qy8v56X35c+Oa++C8selSbvFErNFSBcYeEzHY1mUMj9tqk0l8z/9W2Il3o3wJIxnfDvi11NEns5Qozp4d0befb03kc61jG7/YnO0TafO6ZbPZyfPhD9/svCbe9AvzN/vV4iVlMZ2MLxsrwjO5n//Rka3DrS7Ha5L28IkLBzfOmYTjb3qVLRD77eXni9fyOj7Sy36VqlVSic0a+ZfDu7pMagn2RNZzDRTu5fYmQfLw/9eza1MHWtVhWu6y/1/ePmR2pf69fI7HaSH3vLJDpiSGxNHHw3Hi/2bgAfby90qlvNYrWFCQMa23VsMT6dPPMTzn5CErgVu3F6v5ij8s60+pW+tuvWK2kJjiGpvv7vbRmBjnYkDGweaVzGj+U2XeP7x9sheWIvvHOfY7l0Fo7qiNDK/vjggeaY86j7ZwcpBYN+kh3DevYRwfyAVZOOMVWlboLbNYs0DvLnP9Xe7H6rx3Wze1qb3AgZmRKir5ncHRV8vTGsXZQoxyfX61xPnEzctgithS1FhRlDB9+Nl/T8cvajhc9EQ+4MbsXKsfJox9rwdmKasbeAyDhQoSVFpaqQYO93lOESxamDbC9LIcf4emsQEez4wMc9Dapj11t98GjHOk6959SOQT/JjuHUzA4x7rlxJPfQaIC6NSqikr8PGoSprw64OT8+aXxDG2phpKCiv4/ia1ELWavrKHYAiueLEa1Nto3rY1rn25nRuEgnKlJECvxbu3K0UIxjZ9/V6v8ttHPCE6kxkek3j8Xigwecm+0iZHbD/8Urc/aTO3MclOpUt6pdo/xAyQzT+U+1xzv3NsXjcdGuaZgFz/eUtqPSnVzdByR1p69ccMEjyY5GA+x5uw+u385HjAwzvJJzkl7pjqJinSRf+lKwFOSrTdIr3VyaPIeJecTTILSyybZxfUynEjuzpMrX27H3998vdEHzyGCcu34HfT7fZHVfoaOF4RK9B12Z30Ku1rzSDfEzNgMQd3nDK30a4vlf9uGhtsKSI0o97b1aJfuruJQn5DVUF+E8nsLRpK49GoWih5m+FS8NUOzCCy3ciZFvuTs2tR8q+HojZmKiW84ndnUXpWLQT7KjQckXGb/MlC+kovHoVv9m4fD20nD6lQo1CDMNJB3x+bBWZrfPHN5alOMTEFTB+Kvf0np3Kd6lLWuFAJA+YNZAA2dDx44xVfFG/8aoV8MzOq8HtoxAw7DKSHypK/x8vETtqBvYMgLto3sLTubpihJ/jcIq4+TVW4L2bVvb+QoY7ixTqCbuqj7ipdGgWiU/XLuV75bzSe3P57tg8FfbRDlWoF+58NPFl7qHppAy4RlDbaQoPg6OEJH8lC/V1L95hEQtUQ5P+3Kq4OuNhzuUrdVvH12S9yG03M1985rGCZWUpILMpi/XqmJc4sjS1Md6NdwbeNtbV1zoe6V8Bm4hfL2dfyNqNBr8r0c9xP+Xgd5VnoirY/QekspnD5V02DWNDDLptCldS73rLcezn4cGBQiefeJMDGHpDP2aW/87vvLfbJkvRrQWpcND6pD/1XjT2T9KGIwxV7e9YVglh2cfWbN6XDez28XIzyO3W4HWUSEuO7bOBVf7jOHmBxA8GaMrkp0R7aW/eSHXkFvw425CpphVq+jnhpbIx9Y3ehoF9FX+e/1/qqiko48IAaTYutS3vba1optLHrqqrvgDbWra/ZxBDjxHKlMGNce0B1tK3Qyra/PfG9wc56cPRGhl9yy1cMk7zsbI+8t9GuDQ5HgMau3YtWOYNA4AKpYfDXWz53vWN/p5z9t9sOftPmb3ja0d4oYWCWPur/THc675Pqla0c9s9YlGIsx8yy8sdvoYSlHs4Es11zFVKsqgc9tTq0WVx6CfZMfdN5rkPo7WK1YaS9MLhXzv/PR0B5FbI2/eXhp0b1hWz7zSf+9/ZxLByYmvtwat/puyLid1q9sexXfnfdLDHWrb/ZzaVS1Pm/c3yBniSG4CKeuIO6qdm6Y1K4Gl0o2uVn52m6EO0dar11Qqd+9j7jW4Mz+F4fsmMjjA6ii/Pe8xV3f+m2tJ+d+tM0qXmLSLdu37rcjRSNiF5DZwE1evusXHDO/DnuoS7YbWyB+jKyJyiyfixCnnpgT1a1TC3gs3TbZrBIw/NYtU7jT2UgG+XsjTCrthqejvg5BAP+x8s7fFDOeVA5T7VdU6KkSyAMQaIdMpXR3zVw7wwa28QgD2jxSefL+/1WSgi8d0wsRlhx2u+zygRTjmbUtx6LlSia5eEXvMfO64w5Odox16XoiCOoJv5Rc69fyaVSoA5423xdWthuRzmQCAphFBWHkk3eLzh7eLws3cAqQfywPgnu/U5jWDcORyDpY+G+fUcZJe6YZqlfyhLSp2eSULVyd9XTa2M5bsTsVTXWIAAHWqBer/hmKSU0qH0uUKzSKDXPIZY+9Lnf1IG1T087Gav0Gj0eD89IHQ6XROJaVVE470ExGJ7JmuJTcDjkwrViIhU8UtKV1nGRYUYHF6sCvWYrpLTPWKslubCcjjhrJjTNnI55BYYVnZS/nbGImPrV0Fq1/phi71LY8EWdMsUtnlM93tXQc7V/o2cc2SjloizxTa+3YfFLkgVfvsR9ogoUU4nu1eF0PbWX8PfPBAc6Pg6LX+5hNwiunP57rg4DvxiKoaaPbx0hk1o7vGGJUCHd7OeJlmg7DKqFrRz+rnvFLUrhaI1/s31o/4/6+HaU4UMToe5PK9t/m1nvpywp0d/Dy1pVol+5Y13tsyEj0bhwralwF/GeUOn5Cq1AypgMtZd6VuBrlAJX8f3M4vFPwBrQYNwirj+NT+CPA1/tKOqqqOKeuGnutRz+SmR8iMBnso7Su7V+NQrD+RAQB4K6EpXl92UOIWmRIy3bWSy2dYlP1lWZLReVL9BqtV9HP4xtpV9+NiLw+qVsnf6Y4ycy+1WiV/zHm0LQAgIyfP4nNnPdzGJMmxmFPWLfHx9kJwoPF5P32oFV797SA2v9YTNatUQFr2XX1y0JeXHHB5m+xVvgNCbK6ayeVoh6XYalcr6/DpFFMVXzp5vBcMckV881gszl2/g1g7ql0MFVi2k0wx6Ccil9ryek+cu37HbWV05MLwRuDP57tg9vozeDPB9SMz7rDy5a4Y8MUWAEDfpmGobGUdq6eTWx6L0mzTz/Woj70XbmKwldkoXaysl3RWuzpVEB4s30zgYndcqdm79zdz+Lmunuothgf/e484m2HcmWVKpaPj7aOrIOnYVafa4ayhbWsZBV7lq4GU5yfxiHXjCHHKybpb+UEDtXi1X1k1FUcqOk124vPG0zHoJ1nwV+mHG5VkY2/rYRnpy2sdFYIfnrCvHJmclU71s8TW6F3Vin64cadA8PmUNjuvfKZgOQSQZz9MQGFxsX5afHCgL37/X2erz3Fk9L1ygA8OvRtvc7/7WkViUOtI3LhTgAfbKGfkpnwpSam91Ku+7Z1c7P5WkXY/Z8bwVli+/wpe6NXABS0S12fDSkp/OTvSX8PWtWPm7fZav0Y4eDELvf6bKfdUlxhU9PdBZxd2yDnjwdia+GPfZTzTNQY66PDrnkuYaTDtXwo9G7l2lqGrPt/rVLOcqNRVnuwcjfnbz7v9vPZwxwwXteJvjmRh9sOx+N+ivXg13v56ykSkLDUq+dsV9CvNpHub4MjlbH1uBznw9tLA28v1a2mHtq1lc6p3ZHAAHoitiaAAX/3UZrmx9BI2v97TvQ2xxaChUnSOOTp1+oE2tfCAQjp7Sq9nazF/yrQEu49bs9wShKqBpp3j5cvm+Xp74dGO8k2K+9lDrfDhAy0Q4OuNj4a0xKv9GrmtTKMlSus0llKTcrMi6lY37nhwdinDwx1YkltKDPpJFppGBmHTazK7mSIih9i6x3owtiamrTyh2mRpdapVRPLEXvpgwZNuOl+0MXJ74r3+8PP2UuQa/v2T+souCVlEcFlAJcWMkmkPtnD7Od2pdVSI/t86K0P9QnIalN9nZLns++XX7CuRRqPRv0c0Go3kAT/g/veF1MsZxPLvi/egfqhxadfyPwv145Pt8c/BK3gzoYlDz6/o5407BUUOPZfKqOPKJCIiSYSYGZ2y5ZmudbFwVEcsHtNJ4DOUFyDKKWPwCz3dNwXcVh3nAF9vRQb8QEl5SVdxdJq+lOt+/33xHsX+LYX68IGyTg2xK148GOsZ1V3UrnyuBrmtxf9C4PKK6pX8jDpIoqoGmnRyOvoW6Nk4FJ8Pb+1w/p/aEix1UCN5XZlERKQIXz0Si6mDmiGmuv1fxt5eGtzToDqCbNwAxDctKec1WkbT5B0hRfwfWtkf0ZV06Fy3Kv4vvqHox28fbZqYc1DrSJdlsnY3c38zPx/X3TI9aGfJQql5aYDmNYOlboZTDk82n3uiqcEMpFoGFVcsVaAJC3Isz4Mccn2Q8wJ8vbHptR5SN8OiQa2FdS59O7IdqhrkX6ooo89ya7NsSDhO7yciIsH+r29JADmwpf1Zd+01+5FYnLp6S7XLAFzpzQGNgNR9SEho67ZZB1+MaOOW86iRj7djf6N2darq/y2jySWKYGnU0dvC7AVLU5sdLa0WKKOgSs3c8b5wVdK9F3vVx6z1Z1xy7PLa1qmCTaeu6X82t9zE14tjxUrGvx5JbtW4rlI3gYgE6t883OY+YgWZfj5eaF4zWFZT5R0hxYhe66hgaDTyWmagJK7+mwmZFf9Am5qoV8N6MBFV1Xq5NDG83Fv+GfZdxfDPZJg/wdDbA5sKO1a5v7krl4uQdMT8zBU6Si+W8skly6vg540pdpbMk9OMAU+nmKD/5s2bGDlyJIKDgxEcHIyRI0ciKyvL4v5arRZvvPEGWrRogYoVKyIyMhKPP/44rly5YrRfjx49oNFojP4bMWKEi18NGWoczlE8IqVwNJGPJ1PT2t0G//39H+sk3wziYvB1cORdqMSXjTu7zc1e7RBT1aT8o6HvRhpXPnBV/87obnVdc2CVqOpASdpOdava3ok8nru/b+uHVsLsR9pgqZV8O090jrYrT0ygCJ1bnN0vDsUE/Y888ggOHDiAVatWYdWqVThw4ABGjhxpcf/c3Fzs27cPkyZNwr59+/DHH3/g1KlTuP/++032HT16NNLS0vT/ffvtt658KUREiuXsKMbAFq5fFiA3vZuEuX1GU0gFxxIm2bLipa5IeqWbQyNQdaq5flRaLK6eIdE4PMikHFZ5tsrhxTezPetGDBX9vPH5f7XqPUH1SmVr9AP9XDMaz/X85E725CO5t2UkOtat5tT5DGcDdHLyWACgcziFIBlSxNyi48ePY9WqVdixYwc6duwIAPj+++8RFxeHkydPolEj09ruwcHBSEpKMto2a9YsdOjQAampqahdu7Z+e2BgIMLD3fPlSUSkVMPaOZZs7M2Exvgw8QQAz/3ytndGU89GNbDh5DXbO1rgqqnDfj5eaBBW2faOKMn7sOJQmv7n+1pGuqRNStW1QXWcu37H7GMfPNAcXl4a2azTfzC2Fh6MrYXoCSukbooorE1j9vX2wtEp/eCl0Vhc3+8Iw0C/cz3nAyEioWpVqYBz18x/1rhCaOWyjrP3Bzd36lgDW0Tg1NVbzjaJoJCgPzk5GcHBwfqAHwA6deqE4OBgbN++3WzQb052djY0Gg1CQkKMti9atAgLFy5EWFgYBgwYgHfffReVK1u+qcnPz0d+fr7+55ycHAAlSwq0Wq0dr8y9StsmtzbKrT2kLnK97pVoaJtIQb/H8oH9U3G19UF/cbGOfwsBAp2oBx9VpYLLrntrxyv/mG+5eKmoqEi09rj7Ggr08xb9nON618NPyRdKjl/ubqy4qBharRZj7onGq8uOIKyyP67eyjfap3x7iouLRW2f4XlKZz480qEWftl1CeN615fl+1jodV+tkq/FfbRaLfy8AEAHrbbYYHuh1XPaUqNS2eybIW0izD6vcoAPbuUV2nVcsq6oqNAtv8s2UcHYfzEbDwr8nnQXrVaLqoG+OCdgP6GKiousPt4xOkT/70Af567l6Q80xQNf79D/LKffrVwI/Z0oIuhPT09HaKhpqZTQ0FCkp6cLOkZeXh4mTJiARx55BEFBZSMujz76KGJiYhAeHo4jR45g4sSJOHjwoMksAUPTpk3DlClTTLavWbMGgYHyn75o7bW5T9mll5iYKGE7yFPI47oXSp4fzcnJ25F2xPZ+RYXeMEyBVfIeL3lN6elpSEy87JoGyp7wv2ta2hXYuwIvIaoI+697YWSdW/rr3fnrvqzNwb66cp/Xxq+n/Gf5lSteMHwNp8+eRaL2tEPnLs893xtl55/YIt8l53yxGVCk02DrhiSj8x05chiJ1w7BF8CkNkB2QSG+PFr2eOtqxSbtuZhq/PsWS2LiSv2Mg/ZeQHRrIPT2CST+15EnRyXXveXrJ+tmttHnkiFLf+f8Iti1f3l3C8qev2H9OlQyswJnTANgyVlvDKpj+vcle5T9nQ5s24CDbpgxMzwcaBuoQZOis0hMPCvikZ27H0hMTERTPw32wHJHcsuq9l1vkQVARR9v3Ck0/4vdsn4NPmoP+Hg5+lld9prXJ63Grdtl9xR8X5jKzc0VtJ+kd5aTJ082Gzwb2r17NwDz6+t0Op2gdXdarRYjRoxAcXEx5syZY/TY6NGj9f9u3rw5GjRogHbt2mHfvn2IjY01e7yJEydi/Pjx+p9zcnIQFRWF+Ph4ow4FudFqtUhKSkLfvn3h6+ua9Z5CvZy8Rv/vhIQECVtCaien614ow/dHqbmPx2LOxnPYm5rl8vPH1g7BPjPnievcGW2iQmw+/+3965FXVDYqlpCQoH9NEeERSEjwnPXBhsz9XS2JiIwEMoV1apf6YswA/b/Fuu4vVDyHz9eWlIyqH1EFCQkd9I+Vfz3lP8s3/XEEu66VJc+tV7ceEuKFZ4KfdnQT0nPyzT7mju8Nw9c3YrDrzxd7Tx66frIZANC8eQsktC9bTrM/NQtfHt2l//mrUT2NptACwPa/jgEZl0RvV0LCAMVUgTC87pG8weJ+9WrVQEJCrNn3pKVrK7egEK/vWi94//Ku387HpL2bAAC9+/RBNQsJAMcKOhpZY/h3HThQ2feYa+8cwj+H7PsuMJSQkIAKJ6/h59P7Le7z03N9UMnOJWHD7tdBowEavmPasezs53P5GOHLM9tw9e4dUY6tRqUzzm2RNOh/4YUXbGbKj46OxqFDh3D16lWTx65du4awsDCrz9dqtRg2bBhSUlKwfv16m0F5bGwsfH19cfr0aYtBv7+/P/z9/U22+/r6KiKokFs75dQWUi+5Xff26t00Amev57ol6DdXnxcAWtSqCl8B087LhweGv3cvLy9F/x3cxZEgy9zv1dnr/qU+jfRBv87COSydv/x1pLH7b1/2OxgSWwv7U2/q18C7+xpyx/miqvmiXZ0q2H8xC/e2qml0Th9f49u1mlVNs3p7uaiGtq+vr2KC/lK+vr7w8dKgsNh8DpGY6pXh6+uLiQMaY9rKEybPNXtMnfnfgdBrw8enbKmAr48PPwfdROm/577NIpwK+n19fdG8VhWLjzcKq4wqlayX6nPknGIey9fgu0Tpf09XEPwZ5OJ2WFW9enVUr17d5n5xcXHIzs7Grl270KFDySjDzp07kZ2djc6dO1t8XmnAf/r0aWzYsAHVqtlOnHL06FFotVpERHhehmkikreoKuItH6oZUgGXs+6afczHQvKqCgLr7Vby90HOf+tS+zSx3jFL5tnK7C4Fe1Mwli83VznA8VuOygE+GNS6JmasPeXwMZTgt7Fx0Bbp7Mq27WpKC/hL/fvSPeg/c4vVfZpFBrupNUSOEePdF2klceVnMq7M4fdfsP/5sNZ45qfdeKVvQ4lbpGzy+VaxokmTJujfvz9Gjx6NHTt2YMeOHRg9ejTuvfdeoyR+jRs3xvLlywEAhYWFGDp0KPbs2YNFixahqKgI6enpSE9PR0FBAQDg7NmzmDp1Kvbs2YPz588jMTERDz30ENq0aYMuXbpI8lqJiCzp31y8KiNju7uu9va7BuV6GoSVjEg2/O//g9uop2a9K1WvbDqbTGrlayW/3Ltsqv635WrGA0BAuVkh97eyL3t/+YSQHT2gtrlGozEb8Au78ffMyhiWNA4PwvnpA63uU8FP+G2wYSfWPfWrY3i7KCz7n+WBp/L8fcvOJadOHbXTKbzIe8ta4nRMTRjQ2Oz25jWdO/6iZzri6S4xSGghfhU0X++S91zTyCBsn9gbD9koY0rWyTNblBmLFi3CSy+9hPj4eADA/fffj9mzZxvtc/LkSWRnZwMALl26hL///hsA0Lp1a6P9NmzYgB49esDPzw/r1q3DF198gdu3byMqKgoDBw7Eu+++C29vxzMnk3D1Q02nKBKReWKOuD3WqQ46xFRDv5mbTR67p0F1bD+b6fCxI4NNRxX+ev4eXLhxx+7SdSTMkFjHyik645W+DVG7aiB0APqZqRkfElh+ur9z12+nutXwyzMdEVNDfrMg5OCe+jWweNdFp44R4OuFPK1rqgBIrV6NijjrRNkyw06sHo1q4Jmu9nWcBgX4YtqDLQAAlQM4RdldlDpTpVSdao5/3n0ytKX+3/VquOZ+u0v96uhSvzo2nMxA4uF0Ue7rR3aqgwU7LuD1/uY7Ksgxign6q1atioULF1rdx7A3Lzo62mbvXlRUFDZt2iRK+8g+fz7fBT9uS8EbfEMTSUKj0aBRuGlp0ud61MPYbvWw7cx1bDtTFvj3bmxaQcUeFfy8GfC70PD2rhsBebZ7XXy76RzeTGhi8tiQtu7pbGgXXbImtXN920sCxRYWJL9ZF+awE906w+BPqpH2hzvUluS8pGy+3hpoi+ybsVB+lksvJ7/DbenZKBSrx3VD7arOL0OcOqgZxnSriygRjkVlOL+IJNE6KgRfjGhjdZ0REblfo/DK8PLSYNEznYy2399a+NRshQ+sKJIrf+cTBzTBiff6o0OMe6fXB/qVjUu4+obVmvLLFKSmlE4IOXp7YBM0iwxy6fImIrHtfyceW9/o6dQxvL00mDqomUs/SxuFVxac+8cajUbDgN8FGPQTESmIv8gjVDOHtxa0Xy0RkwiSbX4WKihIRYzANzwowK79K/qXndOwA8DTRVuY7ls+BwIZqxroh2e61sWKl7oiJNB8uTwiOark7yPKd/DjcdGY92R7zHq4jQitIqWR110FERFZ9UzXGKePUddgTfR9ApOrVZDZaKdavdKnITpEVxWU8LBrg7Kp7rWqyG/W1D3lpuLbu7ZWLvm3qlqop+5Ohr+70nXhrlD+dy63zidHzH2iHTpEV8WnD5lmKY+p7tiSiKYRXKokZxYK0HiMbRN6WX08oUUEmkQE4UEm1vUo7DonIpKZKfc3w7t/HzX7WPkyaPZYO747jlzOthpQto82P4W7SYTp+n8hutRz/xpsJTj9wQA0eGulyfaX+zTAy31KsuL/MrojHvl+p8VjfP94O1zIzEVOnhYRZpInSq2dwbXUwcJ1JWc/Pd0BX288g4+GtLS9sxvVdVFCLsA0//+79zd12bncpXeTMPS2UDq0fIfOwlEdrR5r9bhuOHX1liS5JYiEquRvPbzz9tJg5ctd3dQakgsG/UREMvNYpzoWg35n1A+tZDPZl7k8G6GV/R3OgHxPA94cm+Pr7YXqlfxw/XaBxX1slVIK8PU2m4xRjro3qmH3c3wkHq7r3rAGuje0v91KVjXQD+k5eQCADjFV8XB7z0o8Z+vzqlF4ZcW85zyZRqORz1QhCTCvDpmj/HlbREQq4+2CYKeJG6ej1g+thABfL9Rkok6rkif2xsF34/F0F/NLNjz9vu3joa0QERyAj4a4bjq7UgQF2B6jETvGmTm8Nbw8fZ40EZFKcKSfiEhBejcJw6z1Z+x+XmztEIfPae+oQYCvNw6+Gw9vDjdY5evtheAKXvi/+IZIPpdpV1nEQBEyJLtTUAX765I3Cq+M5Im9XdAa5alboxJe69fIrfkFfLw94/0794l2GPXTHnw7sq3UTSGRtKgZjAMXs5iLhsgAg34iIgVpHRUidRME8ffhzZYl5de3V/T3sXt95V/PdxGzSS7z6UOtsPnUNQxvFyV1UxTv+Z71pW6CKvVuEoaUaQkOL2Ei+fn6sVjM2XAWT3SuI3VTJMErmcxh0E9EROROAu/IrJXJaxCmjHXFQ9vWwtC2taRuBgnQIaYqUjNzpW6GJBjwq0tEcAW8N7i51M0gkhWu6Sci8gAVLWTz1XlwsiOptLSRoK+Ur7cXnrnH+RKN5BmcfSu/UG4mgYbjhUREqsGRfiIiFfvwgRb4c/9lPN/D/NRgjnC5z+px3bD6aDqe6So8kG9tJhcDa4STK3jKGn4iIk/EkX4iIoXa9FoPm/s80rE2fh0bh+BA84nUvL00eCuhidVjeLFjQBSNwivjpd4NEOjnXH97IusrExGRBezMJ3M40k9EpDCbXuuBzDsFqFOtoijHG92tLvo0DTMpC/b5sFb4YMVxzHk0VpTzEBEREZH7MegnIlKYOtUqihbwl4qpbnq8B2Nr4YE2NTlqQKQADcIqOX0Mb6+y97qPF9/3RERqwen9RERkEQN+aYUFBUjdBFIIX2/nb+kqG8z2qVLRz+njEZH78VubzGHQT0REJFPto6vizYTGUjeDPEBQgPm8H0REpHwM+omIZO6+VpEOPa+ClTrvpBxjutXT/7tVVIh0DSHVCgn0RfOawZg+pCX8fLzw9kDryT2JSL6YfJfM4Zp+IiKZ0zlYgHu0HaXhSN6CK/gi+64W3RvWkLopJGO+3hpoi+z/vHi5dwMAQOuoEByf2t9obT8RKUsFP3b4kymO9BMRqdDLvRvg5T4NpW4GiWT1uG749KFWeL5nPds7k8c69G4/p4/BgJ+ISH040k9EpELj+jRgEj4VCQ8OwNC2taRuBsmcoyN8/KQgIlI3jvQTEcmcI5P7GfATERF5lu9GtpW6CSRTDPqJiIiIPFjdGpWkbgIR2dCvWZjNfeKbhbuhJaREnN5PRCRz3hy1JyIXWP5cZ5xMv4WuDapL3RQisiGqSqDUTSAFY9BPRCRDYUH+uJqTDwB4Nb6RxK0hIjVqU7sK2tSuInUziIjIxTi9n4hIhr5+rGxdXnhwgIQtISIiIqk1jgiSugmkYAz6iYhkKKSCr/7fOodS+REREZFaPNimptRNIAVj0E9EJEPMvk9ERESlvLx4X0COY9BPREREREREpFIM+omIZE5nZXZ/JNf7ExEREZEVDPqJiGTImUl8w9tFidYOIiIikofoaizbR45h0E9EpCIn3++Pj4a2lLoZREREJLK/X7xH6iaQQjHoJyJSiYkDGsPfx1vqZhCRjPn78NaPSKmCAnyNfm5RM1iilpDS8JOfiEiGHEne/1SXGPEbQkSqEujHjkEiJWsaEaT/96v9GknYElISBv1ERArm7V3WO+DHETwiMrBjYm+wyheRujQMq6T/d0gFXyt7EpXhHSIRkQxpDFL5Wcve37dJuBtaQ0RKFB4cgE2v9cSYbnX120IC/SRsERE5a1j7smS9LWtxej8J4yN1A4iIyHEc3Scia6KqBuLNhCboEF0VWXe1+HP/ZaRcvyN1s4jIQZ3rVceW13siLCgAGo0GlQN8cCuvUOpmkczxbpGISIZ8fcpG+h1Z309EnunLh9sAAL5+NNZoe5+mYRjatpYUTSIikUVVDdR3+r8W3wAA8FhHluslyzjST0QkQxHBFfBEXB0E+HojwNdy4i1m7iUiQ/e3isS9LSLgxcX8RB7h4fZRKL50GI8MbCx1U0jGGPQTEcnUlEHNbe6T0CIcnwxtiZa1QlzfICJSBAb8RJ6lij+g4bRAsoJBPxGRgmk0GjzUjlP6iEgYX28GBkREnoZr+omIiIg8xOT7m6FOtUC8P9j2TCIiIlIHjvQTEREReYg61Spi02s9pW4GERG5EUf6iYiIiIiIiFSKQT8RERERERGRSjHoJyIiIiIiIlIpBv1EREREREREKsWgn4iIiIiIiEilFBP037x5EyNHjkRwcDCCg4MxcuRIZGVlWX3Ok08+CY1GY/Rfp06djPbJz8/Hiy++iOrVq6NixYq4//77cenSJRe+EiIiIiIiIiL3UEzQ/8gjj+DAgQNYtWoVVq1ahQMHDmDkyJE2n9e/f3+kpaXp/0tMTDR6fNy4cVi+fDmWLFmCrVu34vbt27j33ntRVFTkqpdCRERERERE5BY+UjdAiOPHj2PVqlXYsWMHOnbsCAD4/vvvERcXh5MnT6JRo0YWn+vv74/w8HCzj2VnZ2Pu3LlYsGAB+vTpAwBYuHAhoqKisHbtWvTr10/8F0NERERERETkJooI+pOTkxEcHKwP+AGgU6dOCA4Oxvbt260G/Rs3bkRoaChCQkLQvXt3fPDBBwgNDQUA7N27F1qtFvHx8fr9IyMj0bx5c2zfvt1i0J+fn4/8/Hz9zzk5OQAArVYLrVbr1Gt1pdK2ybmNRGLjdU+eiNc9eSJe9+SJeN17NqF/d0UE/enp6fpA3VBoaCjS09MtPm/AgAF46KGHUKdOHaSkpGDSpEno1asX9u7dC39/f6Snp8PPzw9VqlQxel5YWJjV406bNg1Tpkwx2b5mzRoEBgba8cqkkZSUJHUTiNyO1z15Il735Il43ZMn4nXvmXJzcwXtJ2nQP3nyZLPBs6Hdu3cDADQajcljOp3O7PZSw4cP1/+7efPmaNeuHerUqYMVK1bgwQcftPg8W8edOHEixo8fr/85JycHUVFRiI+PR1BQkNXXIyWtVoukpCT07dsXvr6+UjeHyC143ZMn4nVPnojXPXkiXveerXTGuS2SBv0vvPACRowYYXWf6OhoHDp0CFevXjV57Nq1awgLCxN8voiICNSpUwenT58GAISHh6OgoAA3b940Gu3PyMhA586dLR7H398f/v7+Jtt9fX0V8WZTSjuJxMTrnjwRr3vyRLzuyRPxuvdMQv/mkgb91atXR/Xq1W3uFxcXh+zsbOzatQsdOnQAAOzcuRPZ2dlWg/PyMjMzcfHiRURERAAA2rZtC19fXyQlJWHYsGEAgLS0NBw5cgQff/yxA6+IiIiIiIiISD4UUbKvSZMm6N+/P0aPHo0dO3Zgx44dGD16NO69916jJH6NGzfG8uXLAQC3b9/Gq6++iuTkZJw/fx4bN27Efffdh+rVq+OBBx4AAAQHB2PUqFH4v//7P6xbtw779+/HY489hhYtWuiz+RMREREREREplSIS+QHAokWL8NJLL+kz7d9///2YPXu20T4nT55EdnY2AMDb2xuHDx/Gzz//jKysLERERKBnz55YunQpKleurH/OjBkz4OPjg2HDhuHu3bvo3bs35s+fD29vb/e9OCIiIiIiIiIXUEzQX7VqVSxcuNDqPjqdTv/vChUqYPXq1TaPGxAQgFmzZmHWrFlOt5GIiIiIiIhIThQxvZ+IiIiIiIiI7Megn4iIiIiIiEilGPQTERERERERqRSDfiIiIiIiIiKVYtBPREREREREpFIM+omIiIiIiIhUikE/ERERERERkUox6CciIiIiIiJSKQb9RERERERERCrFoJ+IiIiIiIhIpRj0ExEREREREakUg34iIiIiIiIilWLQT0RERERERKRSDPqJiIiIiIiIVIpBPxEREREREZFKMegnIiIiIiIiUikG/UREREREREQqxaCfiIiIiIiISKUY9BMRERERERGpFIN+IiIiIiIiIpVi0E9ERERERESkUgz6iYiIiIiIiFSKQT8RERERERGRSjHoJyIiIiIiIlIpBv1EREREREREKsWgn4iIiIiIiEilGPQTERERERERqRSDfiIiIiIiIiKVYtBPREREREREpFIM+omIiIiIiIhUikE/ERERERERkUox6CciIiIiIiJSKQb9RERERERERCrFoJ+IiIiIiIhIpRj0ExEREREREakUg34iIiIiIiIilWLQT0RERERERKRSDPqJiIiIiIiIVIpBPxEREREREZFKMegnIiIiIiIiUikG/UREREREREQqxaCfiIiIiIiISKUY9BMRERERERGpFIN+IiIiIiIiIpVi0E9ERERERESkUgz6iYiIiIiIiFRKMUH/zZs3MXLkSAQHByM4OBgjR45EVlaW1edoNBqz/33yySf6fXr06GHy+IgRI1z8aoiIiIiIiIhcz0fqBgj1yCOP4NKlS1i1ahUAYMyYMRg5ciT++ecfi89JS0sz+nnlypUYNWoUhgwZYrR99OjRmDp1qv7nChUqiNhyIiIiIiIiImkoIug/fvw4Vq1ahR07dqBjx44AgO+//x5xcXE4efIkGjVqZPZ54eHhRj//9ddf6NmzJ+rWrWu0PTAw0GRfIiIiIiIiIqVTRNCfnJyM4OBgfcAPAJ06dUJwcDC2b99uMeg3dPXqVaxYsQI//fSTyWOLFi3CwoULERYWhgEDBuDdd99F5cqVLR4rPz8f+fn5+p9zcnIAAFqtFlqt1p6X5lalbZNzG4nExuuePBGve/JEvO7JE/G692xC/+6KCPrT09MRGhpqsj00NBTp6emCjvHTTz+hcuXKePDBB422P/roo4iJiUF4eDiOHDmCiRMn4uDBg0hKSrJ4rGnTpmHKlCkm29esWYPAwEBB7ZGStddGpFa87skT8bonT8TrnjwRr3vPlJubK2g/SYP+yZMnmw2eDe3evRtASVK+8nQ6ndnt5sybNw+PPvooAgICjLaPHj1a/+/mzZujQYMGaNeuHfbt24fY2Fizx5o4cSLGjx+v/zknJwdRUVGIj49HUFCQoPZIQavVIikpCX379oWvr6/UzSFyC1735Il43ZMn4nVPnojXvWcrnXFui6RB/wsvvGAzU350dDQOHTqEq1evmjx27do1hIWF2TzPli1bcPLkSSxdutTmvrGxsfD19cXp06ctBv3+/v7w9/c32e7r66uIN5tS2kkkJl735Il43ZMn4nVPnojXvWcS+jeXNOivXr06qlevbnO/uLg4ZGdnY9euXejQoQMAYOfOncjOzkbnzp1tPn/u3Llo27YtWrVqZXPfo0ePQqvVIiIiwvYLICIiIiIiIpIxL6kbIESTJk3Qv39/jB49Gjt27MCOHTswevRo3HvvvUZJ/Bo3bozly5cbPTcnJwe//fYbnnnmGZPjnj17FlOnTsWePXtw/vx5JCYm4qGHHkKbNm3QpUsXl78uIiIiIiIiIldSRNAPlGTYb9GiBeLj4xEfH4+WLVtiwYIFRvucPHkS2dnZRtuWLFkCnU6Hhx9+2OSYfn5+WLduHfr164dGjRrhpZdeQnx8PNauXQtvb2+Xvh4iIiIiIiIiV1NE9n4AqFq1KhYuXGh1H51OZ7JtzJgxGDNmjNn9o6KisGnTJlHaR0RERERERCQ3ihnpJyIiIiIiIiL7MOgnIiIiIiIiUikG/UREREREREQqxaCfiIiIiIiISKUY9BMRERERERGpFIN+IiIiIiIiIpVi0E9ERERERESkUgz6iYiIiIiIiFSKQT8RERERERGRSjHoJyIiIiIiIlIpBv1EREREREREKsWgn4iIiIiIiEilGPQTERERERERqRSDfiIiIiIiIiKVYtBPREREREREpFIM+omIiIiIiIhUikE/ERERERERkUox6CciIiIiIiJSKQb9RERERERERCrFoJ+IiIiIiIhIpRj0ExEREREREakUg34iIiIiIiIilWLQT0RERERERKRSDPqJiIiIiIiIVIpBPxEREREREZFKMegnIiIiIiIiUikG/UREREREREQqxaCfiIiIiIiISKUY9BMRERERERGpFIN+IiIiIiIiIpVi0E9ERERERESkUgz6iYiIiIiIiFSKQT8RERERERGRSjHoJyIiIiIiIlIpBv1EREREREREKsWgn4iIiIiIiEilGPQTERERERERqRSDfiIiIiIiIiKVYtBPREREREREpFIM+omIiIiIiIhUikE/ERERERERkUox6CciIiIiIiJSKQb9RERERERERCrFoJ+IiIiIiIhIpRj0ExEREREREakUg34iIiIiIiIilWLQT0RERERERKRSign6P/jgA3Tu3BmBgYEICQkR9BydTofJkycjMjISFSpUQI8ePXD06FGjffLz8/Hiiy+ievXqqFixIu6//35cunTJBa+AiIiIiIiIyL0UE/QXFBTgoYcewv/+9z/Bz/n444/x+eefY/bs2di9ezfCw8PRt29f3Lp1S7/PuHHjsHz5cixZsgRbt27F7du3ce+996KoqMgVL4OIiIiIiIjIbXykboBQU6ZMAQDMnz9f0P46nQ4zZ87EW2+9hQcffBAA8NNPPyEsLAy//PILnn32WWRnZ2Pu3LlYsGAB+vTpAwBYuHAhoqKisHbtWvTr188lr4WIiIiIiIjIHRQT9NsrJSUF6enpiI+P12/z9/dH9+7dsX37djz77LPYu3cvtFqt0T6RkZFo3rw5tm/fbjHoz8/PR35+vv7n7OxsAMCNGzeg1Wpd9Iqcp9VqkZubi8zMTPj6+krdHCK34HVPnojXPXkiXvfkiXjde7bSGew6nc7qfqoN+tPT0wEAYWFhRtvDwsJw4cIF/T5+fn6oUqWKyT6lzzdn2rRp+pkHhmJiYpxtNhEREREREZFgt27dQnBwsMXHJQ36J0+ebDZ4NrR79260a9fO4XNoNBqjn3U6ncm28mztM3HiRIwfP17/c3FxMW7cuIFq1arZPLaUcnJyEBUVhYsXLyIoKEjq5hC5Ba978kS87skT8bonT8Tr3rPpdDrcunULkZGRVveTNOh/4YUXMGLECKv7REdHO3Ts8PBwACWj+REREfrtGRkZ+tH/8PBwFBQU4ObNm0aj/RkZGejcubPFY/v7+8Pf399om9CKAnIQFBTEDwXyOLzuyRPxuqf/b+/O42u4+j+Af27Wm+TeRBZJJCELkQSJqDW6kISIogu1lyS0tURRgi5qJxpKtRq0CHkaaxGKRoJIN4oqtVUfjyVULLU1tsjy/f3hd+dx5SYSSeVxfd6v1329MmfOzJyZnDP3fmfOnHkasd7T04j1/ulV2h1+nSoN+p2cnODk5PSPrNvb2xuurq7IyMhAo0aNANx7A0BWVhY++ugjAEDjxo1hbm6OjIwMdOvWDQCQk5ODQ4cOISEh4R8pFxEREREREdHj8sQ805+dnY0rV64gOzsbhYWF2L9/PwCgTp060Gg0AAB/f3/Ex8fj1VdfhUqlwvDhwzFt2jT4+vrC19cX06ZNg7W1NXr16gXg3lWR/v37Y+TIkXB0dISDgwPi4uIQGBiojOZPRERERERE9KR6YoL+cePGYenSpcq07u59ZmYmWrduDQA4duyYMpI+AIwePRq3b9/G4MGDcfXqVTRv3hzp6enQarVKntmzZ8PMzAzdunXD7du3ER4ejiVLlsDU1PTx7NhjZGlpifHjxxd7NIHImLHe09OI9Z6eRqz39DRivaeyUMnDxvcnIiIiIiIioieSSVUXgIiIiIiIiIj+GQz6iYiIiIiIiIwUg34iIiIiIiIiI8Wgn4iIiIiIiMhIMeh/iiQmJsLb2xtqtRqNGzfG999/X9VFIqo03333HTp16gQ3NzeoVCqkpqbqzRcRTJgwAW5ubrCyskLr1q1x+PDhqiksUSWIj49H06ZNodVq4ezsjFdeeQXHjh3Ty8N6T8Zm3rx5CAoKgq2tLWxtbRESEoJvv/1Wmc86T0+D+Ph45fXkOqz7VBoG/U+JlStXYvjw4fjggw/w66+/4vnnn0f79u2RnZ1d1UUjqhQ3b95Ew4YNMXfuXIPzExISMGvWLMydOxd79uyBq6sr2rZti9zc3MdcUqLKkZWVhdjYWOzatQsZGRkoKChAREQEbt68qeRhvSdj4+HhgenTp2Pv3r3Yu3cvwsLC8PLLLyvBDes8Gbs9e/bgiy++QFBQkF466z6VSuip0KxZMxk4cKBemr+/v7z77rtVVCKifw4AWbdunTJdVFQkrq6uMn36dCXtzp07YmdnJ/Pnz6+CEhJVvosXLwoAycrKEhHWe3p62Nvby8KFC1nnyejl5uaKr6+vZGRkSKtWrWTYsGEiwvM9PRzv9D8F7t69i19++QURERF66REREfjpp5+qqFREj8/Jkydx/vx5vTZgaWmJVq1asQ2Q0bh+/ToAwMHBAQDrPRm/wsJCrFixAjdv3kRISAjrPBm92NhYdOjQAW3atNFLZ92nhzGr6gLQP++vv/5CYWEhXFxc9NJdXFxw/vz5KioV0eOjq+eG2sDp06erokhElUpEMGLECDz33HNo0KABANZ7Ml4HDx5ESEgI7ty5A41Gg3Xr1qFevXpKcMM6T8ZoxYoV2LdvH/bs2VNsHs/39DAM+p8iKpVKb1pEiqURGTO2ATJWQ4YMwW+//YYffvih2DzWezI2fn5+2L9/P65du4Y1a9YgKioKWVlZynzWeTI2Z86cwbBhw5Ceng61Wl1iPtZ9Kgm79z8FnJycYGpqWuyu/sWLF4tdESQyRq6urgDANkBG6e2338aGDRuQmZkJDw8PJZ31noyVhYUF6tSpgyZNmiA+Ph4NGzbEnDlzWOfJaP3yyy+4ePEiGjduDDMzM5iZmSErKwuffvopzMzMlPrNuk8lYdD/FLCwsEDjxo2RkZGhl56RkYGWLVtWUamIHh9vb2+4urrqtYG7d+8iKyuLbYCeWCKCIUOGYO3atdi+fTu8vb315rPe09NCRJCXl8c6T0YrPDwcBw8exP79+5VPkyZN0Lt3b+zfvx8+Pj6s+1Qqdu9/SowYMQJ9+vRBkyZNEBISgi+++ALZ2dkYOHBgVReNqFLcuHEDx48fV6ZPnjyJ/fv3w8HBAbVq1cLw4cMxbdo0+Pr6wtfXF9OmTYO1tTV69epVhaUmenSxsbFYtmwZ1q9fD61Wq9zhsbOzg5WVlfIOZ9Z7Mibvv/8+2rdvj5o1ayI3NxcrVqzAjh07kJaWxjpPRkur1SrjtejY2NjA0dFRSWfdp9Iw6H9KdO/eHZcvX8akSZOQk5ODBg0aYPPmzfD09KzqohFVir179yI0NFSZHjFiBAAgKioKS5YswejRo3H79m0MHjwYV69eRfPmzZGeng6tVltVRSaqkHnz5gEAWrdurZeelJSE6OhoAGC9J6Nz4cIF9OnTBzk5ObCzs0NQUBDS0tLQtm1bAKzz9PRi3afSqEREqroQRERERERERFT5+Ew/ERERERERkZFi0E9ERERERERkpBj0ExERERERERkpBv1ERERERERERopBPxEREREREZGRYtBPREREREREZKQY9BMREREREREZKQb9REREREREREaKQT8RERHpmTBhAoKDg6u6GI/My8sLKpUKKpUK165de2j+U6dOKfmf5P0mIiIyhEE/ERHRU0QX3Jb0iY6ORlxcHLZt21bVRa2QSZMmIScnB3Z2dg/NW7NmTeTk5GDkyJGPoWRERESPl1lVF4CIiIgen5ycHOXvlStXYty4cTh27JiSZmVlBY1GA41GUxXFqzRarRaurq5lymtqagpXV9cnfp+JiIgM4Z1+IiKip4irq6vysbOzg0qlKpZmqHt/UlISAgICoFar4e/vj8TERGWernv8qlWr8Pzzz8PKygpNmzbFH3/8gT179qBJkybQaDSIjIzEpUuXlOWio6PxyiuvYOLEiXB2doatrS0GDBiAu3fvKnny8vIwdOhQODs7Q61W47nnnsOePXvKvd+nT59Gp06dYG9vDxsbG9SvXx+bN28u/wEkIiJ6wvBOPxEREZXqyy+/xPjx4zF37lw0atQIv/76K958803Y2NggKipKyTd+/Hh88sknqFWrFvr164eePXvC1tYWc+bMgbW1Nbp164Zx48Zh3rx5yjLbtm2DWq1GZmYmTp06hZiYGDg5OWHq1KkAgNGjR2PNmjVYunQpPD09kZCQgHbt2uH48eNwcHAo8z7Exsbi7t27+O6772BjY4MjR47wzj4RET0VGPQTERFRqSZPnoyPP/4YnTt3BgB4e3vjyJEjWLBggV7QHxcXh3bt2gEAhg0bhp49e2Lbtm149tlnAQD9+/fHkiVL9NZtYWGBxYsXw9raGvXr18ekSZMwatQoTJ48Gbdv38a8efOwZMkStG/fHsC9CxAZGRlYtGgRRo0aVeZ9yM7ORpcuXRAYGAgA8PHxeeTjQURE9CRh0E9EREQlunTpEs6cOYP+/fvjzTffVNILCgqKDZIXFBSk/O3i4gIASpCtS7t48aLeMg0bNoS1tbUyHRISghs3buDMmTO4fv068vPzlYsGAGBubo5mzZrh6NGj5dqPoUOHYtCgQUhPT0ebNm3QpUsXvfISEREZKz7TT0RERCUqKioCcO8O+/79+5XPoUOHsGvXLr285ubmyt8qlcpgmm59D6NSqSAieuvSEZFiaQ/zxhtv4MSJE+jTpw8OHjyIJk2a4LPPPivXOoiIiJ5EDPqJiIioRC4uLnB3d8eJEydQp04dvY+3t3eF13/gwAHcvn1bmd61axc0Gg08PDxQp04dWFhY4IcfflDm5+fnY+/evQgICCj3tmrWrImBAwdi7dq1GDlyJL788ssKl5+IiOh/Hbv3ExERUakmTJiAoUOHwtbWFu3bt0deXh727t2Lq1evYsSIERVa9927d9G/f3+MHTsWp0+fxvjx4zFkyBCYmJjAxsYGgwYNwqhRo+Dg4IBatWohISEBt27dQv/+/cu1neHDh6N9+/aoW7curl69iu3btz/ShQMiIqInDYN+IiIiKtUbb7wBa2trzJgxA6NHj4aNjQ0CAwMxfPjwCq87PDwcvr6+eOGFF5CXl4cePXpgwoQJyvzp06ejqKgIffr0QW5uLpo0aYItW7bA3t6+XNspLCxEbGwszp49C1tbW0RGRmL27NkVLj8REdH/OpXoHpgjIiIieoyio6Nx7do1pKamVup6vby8MHz48HJflJgwYQJSU1Oxf//+Si0PERFRVeIz/URERGR0xowZA41Gg+vXrz80b3Z2NjQaDaZNm/YYSkZERPR4sXs/ERERGZWsrCzk5+cDALRa7UPzu7m5KXf3LS0t/8miERERPXbs3k9ERERERERkpNi9n4iIiIiIiMhIMegnIiIiIiIiMlIM+omIiIiIiIiMFIN+IiIiIiIiIiPFoJ+IiIiIiIjISDHoJyIiIiIiIjJSDPqJiIiIiIiIjBSDfiIiIiIiIiIjxaCfiIiIiIiIyEgx6CciIiIiIiIyUgz6iYiIiIiIiIwUg34iIiIiIiIiI8Wgn4iIiIiIiMhIMegnIiIiIiIiMlIM+omIiIiIiIiMFIN+IiIiIiIiIiPFoJ+IiIiIiIjISDHoJyIiIiIiIjJSDPqJiIiIiIiIjBSDfiIiIiIiIiIjxaCfiKiS9e3bF76+vrh06VJVF6XKnThxAi4uLpg8eXJVF4XoqfD5559Dq9Xi6NGjVV0UIiL6H8Ggn+gJtmTJEqhUKoOfuLg4nDp1CiqVCkuWLKnqoj6y5ORk9OjRA35+fjAxMYGXl1elrfu3335D//79Ubt2bVhZWcHKygq+vr4YMGAA9u7d+0jrXLBgAbZs2YItW7agevXqxeavXLkS9evXh5WVFVQqFfbv348JEyZApVJVdHcqha5OnTp1qlLW5+Pjg40bN2LGjBnYunWrwTxeXl7o2LFjhbc1YsQIqFSqUtd15swZDB48GHXr1oWVlRUcHBwQGBiIN998E2fOnKlwGUqTmJhosC0+Ke30p59+woQJE3Dt2rVHXoehut66dWuoVCr4+PhARIot89133ynntao4Rjt27IBKpcKOHTse+7YfRWxsLAYNGoTXXnsNN2/erOrilElVtoGKbtvLywvR0dGVWqbHsZ0n/XxEROVjVtUFIKKKS0pKgr+/v16am5sbXFxcsHPnTtSuXbuKSlZx//rXv3D+/Hk0a9YMRUVFyM/Pr5T1LliwAEOGDIGfnx+GDRuG+vXrQ6VS4ejRo1i+fDmaNm2K48ePl+vY/frrrxg7dizS0tLg4+NTbP6lS5fQp08fREZGIjExEZaWlqhbty7eeOMNREZGVsp+/S9q2rQpli1bhr59+2LPnj1wd3ev9G3k5+fjq6++AgCkpaXhzz//LLads2fP4plnnkG1atUwcuRI+Pn54fr16zhy5AhWrVqFEydOoGbNmpVeNp3ExEQ4OTkV++Feo0aNJ6Kd/vTTT5g4cSKio6NRrVq1Sl23VqvFyZMnsX37doSHh+vNW7x4MWxtbfH3339X6jaN2UcffYQzZ87grbfeQkpKSlUX539aRdvfunXrYGtrW8ml+uc96ecjIiofBv1ERqBBgwZo0qSJwXktWrR4zKW559atW7C2tq7werZs2QITk3udkjp27IhDhw5VeJ0//vgjBg8ejA4dOuDrr7+GhYWFMi8sLAyxsbFYvXo1rKysSl3Pg/vYqFGjUrv0//HHH8jPz8frr7+OVq1aKenW1tbw8PCowB797+vYsSPOnTv3j61//fr1uHTpEjp06IBNmzZh6dKleP/99/XyfPnll/jrr7+we/dueHt7K+mvvPIK3n//fRQVFf1j5SuNpaVllbXT/xW1atWCVqvF4sWL9YL+3NxcrF69Gr1798aXX35ZhSV8sqhUKixfvryqi/FEqGj7a9SoUSWWpurxfERknNi9n8iIldRNb/369QgKCoKlpSV8fHwwZ86cYt1uS+vip1KpMGHCBGVat+y+ffvw2muvwd7eXrlLsHfvXvTo0QNeXl6wsrKCl5cXevbsidOnT5dpH3QBf2WaNm0aTE1NsWDBAr2A/35du3aFm5ubMh0dHQ2NRoODBw8iIiICWq1WCU4yMjLw8ssvw8PDA2q1GnXq1MGAAQPw119/6S3/3HPPAQC6d+8OlUqF1q1bAzDc5RkAli1bhpCQEGg0Gmg0GgQHB2PRokV6eRYvXoyGDRtCrVbDwcEBr776apmf5d21axeeffZZqNVquLm54b333iuxJ8XKlSsREhICGxsbaDQatGvXDr/++muZtlNeuro3c+ZMzJo1C97e3tBoNAgJCcGuXbsMLrNo0SJYWFggKSkJNWvWRFJSUrGu4pcvX4aJiQmcnZ0NruPBurZ371689NJLcHBwgFqtRqNGjbBq1Sq9PLrHITIzMzFo0CA4OTnB0dERnTt31rvI4eXlhcOHDyMrK0vpqq57VMVQW9PVid9++w1du3aFnZ0dHBwcMGLECBQUFODYsWOIjIyEVquFl5cXEhISiu3P33//jbi4OHh7e8PCwgLu7u4YPnx4sS7fKpUKQ4YMwb/+9S8EBATA2toaDRs2xMaNG/XKM2rUKACAt7e3sg+6Lu8rV65EREQEatSoASsrKwQEBODdd98tV/fyfv36Ye3atXqPD6xYsQIA0KNHD4PL/PDDDwgPD4dWq4W1tTVatmyJTZs2Fct36NAhvPzyy7C3t4darUZwcDCWLl1aLN/vv/+OyMhIWFtbw8nJCQMHDkRubu5Dy3748GGoVCqsXr1aSfvll1+gUqlQv359vbwvvfQSGjdurEyX5dh98sknUKlUOH78eLFtjxkzBhYWFnrnm0dx9+5dTJkyBf7+/rC0tET16tURExNT7EKm7nGctLQ0PPPMM7CysoK/vz8WL15cpu2cO3cO3bp1g1arhZ2dHbp3747z588bzLthwwaEhITA2toaWq0Wbdu2xc6dO/XyVLStlNb+Dh8+jJ49e8LOzg4uLi7o168frl+/Xux4PHi3PDs7G6+//jqcnZ1haWmJgIAAfPzxx2W6sJifn4/Ro0fD1dUV1tbWeO6557B7926Dec+fP48BAwbAw8MDFhYW8Pb2xsSJE1FQUFDqNsp7PgKAf//73+jVq5fePn3++ed6eXSPwixbtgxjxoxBjRo1oNFo0KlTJ1y4cAG5ubl466234OTkBCcnJ8TExODGjRt669CdjxYsWIC6devC0tIS9erVU84F9ytruyYiAEJET6ykpCQBILt27ZL8/Hy9j4jIyZMnBYAkJSUpy3z77bdiYmIirVu3lnXr1snq1aulefPm4uXlJfefEgwtqwNAxo8fr0yPHz9eAIinp6eMGTNGMjIyJDU1VUREVq9eLePGjZN169ZJVlaWrFixQlq1aiXVq1eXS5culWt/O3ToIJ6eniXOByCtWrUqdR0FBQViZWUlISEh5dp2VFSUmJubi5eXl8THx8u2bdtky5YtIiIyd+5cmTx5sqxbt0527NghS5culaCgIPHz85O7d++KiMjx48fl888/FwAybdo02blzpxw+fFhE/nv87vfhhx8KAOncubOsXr1a0tPTZdasWfLhhx8qeaZNmyYApGfPnrJp0yZJTk4WHx8fsbOzkz/++KPU/Tl8+LBYW1tLvXr1ZPny5bJ+/Xpp166d1KpVSwDIyZMnlbxTp04VlUol/fr1k40bN8ratWslJCREbGxslH2oCE9PT+nQoYMyrat7Xl5eEhkZKampqZKamiqBgYFib28v165d01v+zJkzYmJiIl27dhURkbFjxwoA2bFjh16+r776SgBIRESEpKWlyfXr10ss0/bt28XCwkKef/55WblypaSlpUl0dHSxNqFrgz4+PvL222/Lli1bZOHChWJvby+hoaFKvn379omPj480atRIdu7cKTt37pR9+/bp7e/969XVCT8/P5k8ebJkZGTI6NGjBYAMGTJE/P395dNPP5WMjAyJiYkRALJmzRpl+Zs3b0pwcLA4OTnJrFmzZOvWrTJnzhyxs7OTsLAwKSoqUvLqjnWzZs1k1apVsnnzZmndurWYmZnJf/7zH+UYv/322wJA1q5dq+yD7hhOnjxZZs+eLZs2bZIdO3bI/PnzxdvbW+8Y3L9f92vVqpXUr19f/v77b7GxsZHExERlXvPmzaVv376yZ8+eYsdox44dYm5uLo0bN5aVK1dKamqqREREiEqlkhUrVij5fv/9d9FqtVK7dm1JTk6WTZs2Sc+ePQWAfPTRR0q+8+fPi7Ozs7i7u0tSUpJs3rxZevfurbSJzMzMEuuLiEiNGjXkrbfeUqanT58uVlZWAkD+/PNPERHJz88XW1tbGT16tJKvLMfu0qVLYmFhIR988IHeNgsKCsTNzU06d+5catkeprCwUCIjI8XGxkYmTpwoGRkZsnDhQnF3d5d69erJrVu3lLyenp7i4eEh9erVk+TkZNmyZYt07dpVAEhWVlap27l165YEBASInZ2dfPbZZ7JlyxYZOnSocozv//+mpKQo7TU1NVVWrlwpjRs3FgsLC/n++++VfBVtKw9rf+PGjZOMjAyZNWuWWFpaSkxMjN4+eXp6SlRUlDJ98eJFcXd3l+rVq8v8+fMlLS1NhgwZIgBk0KBBD/1fREVFiUqlklGjRinnfXd3d7G1tdXbTk5OjtSsWVM8PT1lwYIFsnXrVpk8ebJYWlpKdHR0qdso7/no8OHDYmdnJ4GBgZKcnCzp6ekycuRIMTExkQkTJij5MjMzld8C0dHRkpaWJvPnzxeNRiOhoaHStm1biYuLk/T0dPnoo4/E1NRU3n77bb2yAZCaNWsq300bNmyQyMhIASCrV69W8pW1XRPRPQz6iZ5guoDD0Cc/P9/gl3fTpk2lZs2akpeXp6Tl5uaKo6NjhYP+cePGPbTMBQUFcuPGDbGxsZE5c+aUa38fFvSbmppKWFhYqes4f/68AJAePXoYLNv9F07uD4yioqIEgCxevLhMZc3OzhYAsn79eiVN94Po/h8uIsUDoRMnToipqan07t27xPVfvXpVrKys5MUXXyy2XUtLS+nVq1ep5evevbtYWVnJ+fPnlbSCggLx9/fXC/qzs7PFzMys2A+z3NxccXV1lW7dupW6nbIoKegPDAyUgoICJX337t0CQJYvX663/KRJkwSApKWlici946dSqaRPnz56+YqKimTAgAFiYmIiAESlUklAQIC88847ehc5RET8/f2lUaNGygU0nY4dO0qNGjWksLBQRP7bBgcPHqyXLyEhQQBITk6Okla/fn2DF6VKCzo+/vhjvbzBwcFK4K2Tn58v1atX1wv84uPjxcTERPbs2aO3/Ndffy0AZPPmzUoaAHFxcZG///5bSTt//ryYmJhIfHy8kjZjxoxiF4QMKSoqkvz8fMnKyhIAcuDAgWL7dT9d0C9yr501adJERO4FGrqLN4aC/hYtWoizs7Pk5uYqaQUFBdKgQQPx8PBQ2m+PHj3E0tJSsrOz9bbbvn17sba2Vi4ijRkzRlQqlezfv18vX9u2bcsU9L/++uvi4+OjTLdp00befPNNsbe3l6VLl4qIyI8//igAJD09vdzHrnPnzuLh4aHUPRGRzZs3CwD55ptvSi3bwyxfvrxYMCwiynG//0KMp6enqNVqOX36tJJ2+/ZtcXBwkAEDBpS6nXnz5hU7L4qIvPnmm3r/38LCQnFzc5PAwEC9/c3NzRVnZ2dp2bKlklbRtlJa+0tISNBb5+DBg0WtVut9NzwY9L/77rsCQH7++We9ZQcNGiQqlUqOHTtW4vE5evSoAJB33nlHL113AeT+7QwYMEA0Go3e/0FEZObMmQLgoRdky3M+ateunXh4eBS7UDpkyBBRq9Vy5coVEfnvd1ynTp308g0fPlwAyNChQ/XSX3nlFXFwcNBLA1Did1OdOnWUtLK2ayK6h937iYxAcnIy9uzZo/cxMys+ZMfNmzexd+9evPLKK3rd2nXd7yqqS5cuxdJu3LiBMWPGoE6dOjAzM4OZmRk0Gg1u3rxZ6a+UKigowLZt2x55+caNG8Pc3Fz5fPzxx8XyGNrHK1euYMSIEfD394etrS3UajV8fX0B4JH2MSMjA4WFhYiNjS0xz86dO3H79u1i3Upr1qyJsLCwhx6HzMxMhIeHw8XFRUkzNTVF9+7d9fJt2bIFBQUF6Nu3LwoKCpSPWq1Gq1at/tERzTt06ABTU1NlOigoCAD0Hg0REaVLf9u2bQHc637eunVrrFmzRm/wN5VKhfnz5+PEiRNITExETEwM8vPzMXv2bNSvXx9ZWVkAgOPHj+P3339H7969AUBvv1988UXk5OTg2LFjemV96aWX9KYNlfVRPPgmgoCAAKhUKrRv315JMzMzQ506dfS2tXHjRjRo0ADBwcF65W/Xrp3BkehDQ0Oh1WqVaRcXFzg7O5e5/CdOnECvXr3g6uoKU1NTmJubK+NWlKcN9OvXD3v37sXBgwexaNEi1K5dGy+88EKxfDdv3sTPP/+M1157DRqNRkk3NTVFnz59cPbsWeV/pBsc8MFBGqOjo3Hr1i2lu3hmZibq16+Phg0b6uXr1atXmcoeHh6OEydO4OTJk7hz5w5++OEHREZGIjQ0FBkZGQCArVu3wtLSUnnUByj7sYuJicHZs2f13oKRlJQEV1dXvfrwKDZu3Ihq1aqhU6dOevUlODgYrq6uxepLcHAwatWqpUyr1WrUrVv3ofUlMzMTWq22WHt58BgfO3YM586dQ58+ffQeu9FoNOjSpQt27dqFW7du6S3zqG2lNIba9Z07d3Dx4sUSl9m+fTvq1auHZs2a6aVHR0dDRLB9+/YSl83MzAQA5dyj061bt2Lf6Rs3bkRoaCjc3Nz0/me6/dWdzyrqzp072LZtG1599VVYW1sXOx/euXOn2GNXhv4XwL1z+oPpV65cKdbFv6TvpuPHj+Ps2bMAyt6uiegeDuRHZAQCAgJKHMjvflevXoWI6H2Z6hhKK68aNWoUS+vVqxe2bduGDz/8EE2bNoWtrS1UKhVefPFF3L59u8LbLC8nJydYWVkZ/NG3bNky3Lp1Czk5OcV+7AH3Btx7cJRmEUFERAT+/PNPTJkyBUFBQdBoNCgsLERgYOAj7aPuGdrSBve7fPkyAMPH3M3NTQkySlve1dW1WPqDaRcuXABwbwR+Q/6JMRd0HB0d9aYtLS0BQO+Ybt++HSdPnsSIESP0Avxu3bohMzMTy5cvx4ABA/TW4+npiUGDBinTq1atQs+ePTFq1Cjs3r1b2ee4uDjExcUZLNuDz0+XpayPwsHBQW/awsIC1tbWUKvVxdLv3/8LFy7g+PHjMDc3N7jeh5UfuLcPZSn/jRs38Pzzz0OtVmPKlCmoW7curK2tcebMGXTu3Llcx+CFF16Ar68vFixYgFWrVmH48OEGx7vQnctKqv/Af9vI5cuXy5zv/gEedQy1E0PatGkD4F5g7+3tjfz8fISFheHChQuYPHmyMu/ZZ59VBgktz7Fr3749atSogaSkJERERODq1avYsGEDhg0bpndx7FFcuHAB165dK3GMk8qqL5cvXzb4XfPgMX7Y+a2oqAhXr17VG0j1UdtKaR6lXV++fNngq2UfrG8lLQsUPx5mZmbFynLhwgV88803ZW7jj+ry5csoKCjAZ599hs8++6xM2zL0vygt/c6dO3oX70r7brp8+TI8PDzK3K6J6B4G/URPEXt7e6hUKiWoud+DAynpfijl5eXppZf2Rfrgj/Pr169j48aNGD9+PN59910lPS8vD1euXCl3+SuDqakpwsLCkJ6ejpycHL0fDfXq1QOAEt9Rbyj4OHToEH755RckJyejT58+Svoff/zxyGWsXr06gHuvmCvpFXK6H4A5OTnF5p07dw5OTk6lbsPR0dHg4FkPpunW8/XXX8PT0/PhhX/MdAMbzpo1C7NmzTI4/8Gg/0HdunVDfHy88mYI3T6/99576Ny5s8Fl/Pz8KlLsf5zu4lZJg6s9rH6Ux/bt23Hu3Dns2LFD760U9w/IVx4xMTEYO3YsVCoVoqKiDOaxt7eHiYlJifUf+O8+Ojo6ljlfWdpESTw8PFC3bl1s3boVXl5eaNKkCapVq4bw8HAMHjwYP//8M3bt2oWJEycqy5Tn2Ol6MXz66ae4du0ali1bhry8PMTExJSpfKXRDUCZlpZmcP79vUAqwtHR0eCgdA8e44ed30xMTGBvb18pZapsZa1vJS0L3Dse979ytKCgoNh3r5OTE4KCgjB16lSD67p/INqKsLe3V+peSb3PDF0sq4jS2qHuGFXkOBM9jRj0Ez1FbGxs0KRJE6SmpmLmzJnKVfYbN27ojdQN3Lvzr1ar8dtvv+mlr1+/vszbU6lUEBHl7ojOwoULUVhY+Ih7UXHvvfcevv32WwwcOBBff/11iXdKykL+f4T4B++0zZ8//5HXGRERAVNTU8ybNw8hISEG84SEhMDKygpfffUVunbtqqSfPXsW27dvx2uvvVbqNkJDQ7FhwwZcuHBBufNWWFiIlStX6uVr164dzMzM8J///Mfgow1V6erVq1i3bh2effZZTJkypdj8hQsXIiUlBYcOHUKDBg2KXeTRuXHjBs6cOaP8SPbz84Ovry8OHDiAadOmVVp5y3rnvDJ07NgR06ZNg6OjY6X9IC/pLqfuYtiD7XzBggWPtJ2oqCj8/PPPCAgI0At87mdjY4PmzZtj7dq1mDlzpnLnvKioCF999ZUSgAP3ugqvW7cO586d0wuEkpOTYW1trbyeLDQ0FAkJCThw4IBeF/9ly5aVuext2rTBqlWrULNmTaUrc926dVGrVi2MGzcO+fn5So8AoPzHLiYmBgkJCVi+fDmWLFmCkJAQ+Pv7l7l8JenYsSNWrFiBwsJCNG/evMLrK0loaChWrVqFDRs26PWmevAY+/n5wd3dHcuWLUNcXJxynG7evIk1a9YoI/r/LwoPD0d8fDz27duHZ555RklPTk6GSqVCaGhoicvq3uiSkpKi94aHVatWFRuRv2PHjti8eTNq1679SBdAyno+sra2RmhoKH799VcEBQWV2BukMm3bts3gd1Pt2rWVHnBlbddEdA+DfqKnzKRJk9ChQwe0a9cOw4YNQ2FhIWbMmAGNRqN3912lUuH111/H4sWLUbt2bTRs2BC7d+8u1w9gW1tbvPDCC5gxYwacnJzg5eWFrKwsLFq0CNWqVSvTOo4cOYIjR44AuHel/9atW/j6668B3Lszr7s7D9zrAtmqVauHPs/+7LPP4vPPP8fbb7+NZ555Bm+99Rbq16+v3Dlcs2aNUv6HCQgIgI+PD9577z2ICBwdHbFhwwa9527Ly8vLC++//z4mT56M27dvK6+MOnLkCP766y9MnDgR1apVw4cffoj3338fffv2Rc+ePXH58mVMnDgRarUa48ePL3UbY8eOxYYNGxAWFoZx48bB2toan3/+ebFXrHl5eWHSpEn44IMPcOLECURGRsLe3h4XLlzA7t27YWNjo3fn8nFKSUnBnTt3MHToUOXH8v0cHR2RkpKCRYsWYfbs2Zg6dSp+/PFHdO/eHcHBwbCyssLJkycxd+5cXL58GTNmzFCWXbBgAdq3b4927dohOjoa7u7uuHLlCo4ePYp9+/bpvZqtrAIDA7FixQqsXLkSPj4+UKvVCAwMrMghKNHw4cOxZs0avPDCC3jnnXcQFBSEoqIiZGdnIz09HSNHjix3cKcr65w5cxAVFQVzc3P4+fmhZcuWsLe3x8CBAzF+/HiYm5sjJSUFBw4ceKSyu7m5ITU19aH54uPj0bZtW4SGhiIuLg4WFhZITEzEoUOHsHz5ciVQHD9+vPL887hx4+Dg4ICUlBRs2rQJCQkJsLOzA3DvmC1evBgdOnTAlClT4OLigpSUFPz+++/Ftj1p0iRMmjQJ27Zt07tDHx4ejsTERPz111/45JNP9NKTkpJgb2+vF8yV99j5+/sjJCQE8fHxOHPmDL744ouyHNKH6tGjB1JSUvDiiy9i2LBhaNasGczNzXH27FlkZmbi5Zdfxquvvlrh7fTt2xezZ89G3759MXXqVPj6+mLz5s3YsmWLXj4TExMkJCSgd+/e6NixIwYMGIC8vDzMmDED165dw/Tp0ytcln/KO++8g+TkZHTo0AGTJk2Cp6cnNm3ahMTERAwaNEi5GGVIQEAAXn/9dXzyyScwNzdHmzZtcOjQIcycObPY99GkSZOQkZGBli1bYujQofDz88OdO3dw6tQpbN68GfPnzy/1EbHynI/mzJmD5557Ds8//zwGDRoELy8v5Obm4vjx4/jmm29KHafgUTg5OSEsLAwffvghbGxskJiYiN9//13vtX1lbddE9P+qbgxBIqoo3cjhD47QrVPSCPzr1q2TwMBAsbCwkFq1asn06dNl6NChYm9vr5fv+vXr8sYbb4iLi4vY2NhIp06d5NSpUyWO3m/oFXxnz56VLl26iL29vWi1WomMjJRDhw4VG/G4JLp1G/rcXwaRsr2y73779++XmJgY8fb2FktLS1Gr1VKnTh3p27evbNu2TS9vVFSU2NjYGFzPkSNHpG3btqLVasXe3l66du2qjN5/fxnLOnq/TnJysjRt2lTUarVoNBpp1KhRsf/lwoULJSgoSCwsLMTOzk5efvnlMr9G78cff5QWLVqIpaWluLq6yqhRo+SLL74wOEJ7amqqhIaGiq2trVhaWoqnp6e89tprsnXr1jJtqzQljd4/Y8aMYnnvP6bBwcHi7Oys9yaKB7Vo0UKcnJwkLy9Pdu3aJbGxsdKwYUNxcHAQU1NTqV69ukRGRuqNZq9z4MAB6datmzg7O4u5ubm4urpKWFiYzJ8/X8lTUhvU/a/vH/H91KlTEhERIVqtVnmt1f37a2j08AfbVEn18P4R8HVu3LghY8eOFT8/P6V+BAYGyjvvvKM3MjYAiY2NLbZOQ230vffeEzc3N+UNCLr9++mnnyQkJESsra2levXq8sYbb8i+fftK3K+Hlf1BhkbvFxH5/vvvJSwsTGxsbMTKykpatGhhcCT7gwcPSqdOncTOzk4sLCykYcOGBt9MomvLarVaHBwcpH///rJ+/fpi/0vdfjw4ov/Vq1fFxMREbGxslNd1ivx39HVDr9Yr67HT0bVRKyurUl87WV75+fkyc+ZMadiwoXLO8ff3lwEDBsi///1vJd+D7VWnVatWZTr/6r4TNBqNaLVa6dKli/z0008G9zc1NVWaN28uarVabGxsJDw8XH788Ue9PBVtK+Vpf7r2fv/50VA7OX36tPTq1UscHR3F3Nxc/Pz8ZMaMGXpvIihJXl6ejBw5UpydnUWtVkuLFi1k586dBrdz6dIlGTp0qHh7e4u5ubk4ODhI48aN5YMPPpAbN26Uup3ynI906f369RN3d3cxNzeX6tWrS8uWLWXKlClKnpK+40o6Txo6zrrzUWJiotSuXVvMzc3F399fUlJSiu1DWds1EYmoRP6/byoRPbXy8/MRHBwMd3d3pKenV3VxiIiI6CmkUqkQGxuLuXPnVnVRiIwKu/cTPYX69++Ptm3bokaNGjh//jzmz5+Po0ePYs6cOVVdNCIiIiIiqkQM+omeQrm5uYiLi8OlS5dgbm6OZ555Bps3b9YbYIqIiIiIiJ587N5PREREREREZKRMqroARERERERERPTPYNBPREREREREZKQY9BMREREREREZKQb9REREREREREaKQT8RERERERGRkWLQT0RERERERGSkGPQTERERERERGSkG/URERERERERGikE/ERERERERkZH6P0eCmW97uBe8AAAAAElFTkSuQmCC",
 227       "text/plain": [
 228        "<Figure size 1200x600 with 1 Axes>"
 229       ]
 230      },
 231      "metadata": {},
 232      "output_type": "display_data"
 233     }
 234    ],
 235    "source": [
 236     "graph_data(file1_time, file1_data_normalized, title, 1);"
 237    ]
 238   },
 239   {
 240    "cell_type": "markdown",
 241    "id": "f424d686-a217-4edd-98d4-d066b44d9788",
 242    "metadata": {
 243     "id": "f424d686-a217-4edd-98d4-d066b44d9788"
 244    },
 245    "source": [
 246     "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`.\n",
 247     "\n",
 248     "Se obtienen los datos del archivo, se normalizan, y se contruye una lista de números equidistantes que se corresponda con cada valor de la lista de datos."
 249    ]
 250   },
 251   {
 252    "cell_type": "code",
 253    "execution_count": 9,
 254    "id": "GjckO8808hPg",
 255    "metadata": {
 256     "id": "GjckO8808hPg"
 257    },
 258    "outputs": [],
 259    "source": [
 260     "file2_sample_rate, file2_data = wavfile.read(file2_name)\n",
 261     "file2_time = np.arange(len(file2_data)) / file2_sample_rate\n",
 262     "file2_data_normalized = file2_data / np.iinfo(file2_data.dtype).max"
 263    ]
 264   },
 265   {
 266    "cell_type": "markdown",
 267    "id": "uDC0gzcc8hzw",
 268    "metadata": {
 269     "id": "uDC0gzcc8hzw"
 270    },
 271    "source": [
 272     "Luego de obtener y procesar los datos, se grafican utilizando la función `graph_data`:"
 273    ]
 274   },
 275   {
 276    "cell_type": "code",
 277    "execution_count": 10,
 278    "id": "94dd2cf5-ff36-45ec-9593-80ecec73c414",
 279    "metadata": {
 280     "colab": {
 281      "base_uri": "https://localhost:8080/",
 282      "height": 586
 283     },
 284     "id": "94dd2cf5-ff36-45ec-9593-80ecec73c414",
 285     "outputId": "36c84472-7a08-45d5-9e12-105a365a4aaf"
 286    },
 287    "outputs": [
 288     {
 289      "data": {
 290       "image/png": 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",
 291       "text/plain": [
 292        "<Figure size 1200x600 with 1 Axes>"
 293       ]
 294      },
 295      "metadata": {},
 296      "output_type": "display_data"
 297     }
 298    ],
 299    "source": [
 300     "title = 'Gráfico de `' + str(file2_name) + '` en dominio de tiempo'\n",
 301     "graph_data(file2_time, file2_data_normalized, title, 2);"
 302    ]
 303   },
 304   {
 305    "cell_type": "markdown",
 306    "id": "024e9cb4-6217-4c16-bd70-f9af391e13b5",
 307    "metadata": {
 308     "id": "024e9cb4-6217-4c16-bd70-f9af391e13b5"
 309    },
 310    "source": [
 311     "## Identificación de Notas Musicales\n",
 312     "\n",
 313     "Para identificar las diferentes notas musicales del primer archivo (`InASentimentalMood.wav`),\n",
 314     "analizamos visualmente el gráfico, reduciendo la escala de tiempo a un pequeño intervalo en zonas\n",
 315     "específicas de la figura, como se muestra en la Figura 3 a continuación, en la cual se toma\n",
 316     "el intervalo de tiempo `[1.13, 1.30]`."
 317    ]
 318   },
 319   {
 320    "cell_type": "code",
 321    "execution_count": 11,
 322    "id": "00ee7caa-47c8-43bc-8d56-2e5cf1fac363",
 323    "metadata": {
 324     "colab": {
 325      "base_uri": "https://localhost:8080/",
 326      "height": 586
 327     },
 328     "id": "00ee7caa-47c8-43bc-8d56-2e5cf1fac363",
 329     "outputId": "3d85d822-62f7-4956-c03b-3aec86f29984"
 330    },
 331    "outputs": [
 332     {
 333      "data": {
 334       "image/png": 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",
 335       "text/plain": [
 336        "<Figure size 1200x600 with 1 Axes>"
 337       ]
 338      },
 339      "metadata": {},
 340      "output_type": "display_data"
 341     }
 342    ],
 343    "source": [
 344     "title = 'Gráfico de `' + str(file1_name) + '` en dominio de tiempo (piano)'\n",
 345     "graph_data(file1_time, file1_data_normalized, title, 3, 1.13, 0.17);"
 346    ]
 347   },
 348   {
 349    "cell_type": "markdown",
 350    "id": "F8jmzzKSPacb",
 351    "metadata": {
 352     "id": "F8jmzzKSPacb"
 353    },
 354    "source": [
 355     "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)."
 356    ]
 357   },
 358   {
 359    "cell_type": "code",
 360    "execution_count": 12,
 361    "id": "yudC1ja8nIS9",
 362    "metadata": {
 363     "colab": {
 364      "base_uri": "https://localhost:8080/",
 365      "height": 586
 366     },
 367     "id": "yudC1ja8nIS9",
 368     "outputId": "15a2540c-2f44-42c9-f235-1e7080be6c03"
 369    },
 370    "outputs": [
 371     {
 372      "data": {
 373       "image/png": 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",
 374       "text/plain": [
 375        "<Figure size 1200x600 with 1 Axes>"
 376       ]
 377      },
 378      "metadata": {},
 379      "output_type": "display_data"
 380     }
 381    ],
 382    "source": [
 383     "title = 'Gráfico de `' + str(file1_name) + '` en dominio de tiempo (piano)'\n",
 384     "graph_data(file1_time, file1_data_normalized, title, 4, 1.138, 0.016, 1.14228, 0.0039)"
 385    ]
 386   },
 387   {
 388    "cell_type": "markdown",
 389    "id": "38xvvvq7sDbC",
 390    "metadata": {
 391     "id": "38xvvvq7sDbC"
 392    },
 393    "source": [
 394     "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",
 395     "\n",
 396     "A su vez, en la Figura 5, podemos observar visualmente una nota producida por un saxofón. Como es propio de los instrumentos de viento, sus notas son más fuertes y resaltantes que las del piano, así como de mayor energía según puede evidenciarse por los picos del gráfico."
 397    ]
 398   },
 399   {
 400    "cell_type": "code",
 401    "execution_count": 13,
 402    "id": "lX46VNJYsC6w",
 403    "metadata": {
 404     "colab": {
 405      "base_uri": "https://localhost:8080/",
 406      "height": 586
 407     },
 408     "id": "lX46VNJYsC6w",
 409     "outputId": "d32aa200-4dd3-4cff-8f5d-62aab0395a87"
 410    },
 411    "outputs": [
 412     {
 413      "data": {
 414       "image/png": 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",
 415       "text/plain": [
 416        "<Figure size 1200x600 with 1 Axes>"
 417       ]
 418      },
 419      "metadata": {},
 420      "output_type": "display_data"
 421     }
 422    ],
 423    "source": [
 424     "title = 'Gráfico de `' + str(file1_name) + '` en dominio de tiempo (saxofón)'\n",
 425     "graph_data(file1_time, file1_data_normalized, title, 5, 13.4, 0.02, 13.40642, 0.0022);"
 426    ]
 427   },
 428   {
 429    "cell_type": "markdown",
 430    "id": "Pd2WL0cLnFLH",
 431    "metadata": {
 432     "id": "Pd2WL0cLnFLH"
 433    },
 434    "source": [
 435     "\n",
 436     "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)."
 437    ]
 438   },
 439   {
 440    "cell_type": "markdown",
 441    "id": "4473673d-1b28-44b3-b022-b781aeda34d3",
 442    "metadata": {
 443     "id": "4473673d-1b28-44b3-b022-b781aeda34d3"
 444    },
 445    "source": [
 446     "## Diferencias entre Instrumentos de Percusión y Armónicos\n",
 447     "\n",
 448     "De manera análoga al análisis realizado para la Figura 1, se analiza la Figura 2, correspondiente\n",
 449     "al segundo archivo, queriendo hallar diferencias notables entre los intrumentos de\n",
 450     "percusión y los armónicos."
 451    ]
 452   },
 453   {
 454    "cell_type": "code",
 455    "execution_count": 14,
 456    "id": "dfc2b4b4-7d3a-4da5-8b22-45d224050493",
 457    "metadata": {
 458     "colab": {
 459      "base_uri": "https://localhost:8080/",
 460      "height": 586
 461     },
 462     "id": "dfc2b4b4-7d3a-4da5-8b22-45d224050493",
 463     "outputId": "72490811-3a22-4b3a-bdd6-a637d2ce78ac"
 464    },
 465    "outputs": [
 466     {
 467      "data": {
 468       "image/png": 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",
 469       "text/plain": [
 470        "<Figure size 1200x600 with 1 Axes>"
 471       ]
 472      },
 473      "metadata": {},
 474      "output_type": "display_data"
 475     }
 476    ],
 477    "source": [
 478     "title = 'Gráfico de `' + str(file2_name) + '` en dominio de tiempo (percusión)'\n",
 479     "graph_data(file2_time, file2_data_normalized, title, 6, 6.0, 0.1);"
 480    ]
 481   },
 482   {
 483    "cell_type": "markdown",
 484    "id": "LFTmCa4XVJM-",
 485    "metadata": {
 486     "id": "LFTmCa4XVJM-"
 487    },
 488    "source": [
 489     "En este archivo de audio los instrumentos son enteramente de\n",
 490     "percusión, por esto la forma de la onda resulta mas irregular y\n",
 491     "aperiodica a la vista que las de las Figuras 4 y 5. Esto imposibilita\n",
 492     "la distinción de una frecuencia fundamental o \"notas musicales\" en los\n",
 493     "sonidos, sin embargo al escuchar el audio se puede notar como el rol de\n",
 494     "estos instrumentos (Bateria y Platillos) es el de marcar un ritmo claro\n",
 495     "imponiendo tempos a travez del contraste entre los sonidos; y por esto se\n",
 496     "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",
 497     "aparente falta de periodicidad."
 498    ]
 499   }
 500  ],
 501  "metadata": {
 502   "authors": [
 503    {
 504     "email": "mklockner@fi.uba.ar",
 505     "name": "Martin Javier Klöckner"
 506    },
 507    {
 508     "email": "meaguilar@fi.uba.ar",
 509     "name": "Matteo Aguilar Cafferata"
 510    },
 511    {
 512     "email": "vchechko@fi.uba.ar",
 513     "name": "Victor Nicolás Chechko"
 514    }
 515   ],
 516   "colab": {
 517    "provenance": []
 518   },
 519   "kernelspec": {
 520    "display_name": "Python 3 (ipykernel)",
 521    "language": "python",
 522    "name": "python3"
 523   },
 524   "language_info": {
 525    "codemirror_mode": {
 526     "name": "ipython",
 527     "version": 3
 528    },
 529    "file_extension": ".py",
 530    "mimetype": "text/x-python",
 531    "name": "python",
 532    "nbconvert_exporter": "python",
 533    "pygments_lexer": "ipython3",
 534    "version": "3.11.6"
 535   },
 536   "subtitle": "Señales y Sistemas (TB065) - Curso 1 - FIUBA - 2C2024",
 537   "title": "Trabajo Práctico Especial"
 538  },
 539  "nbformat": 4,
 540  "nbformat_minor": 5
 541 }