diff --git a/examples/BTmodel.ipynb b/examples/BTmodel.ipynb
index 1d547d0fdd4e11be29620e8a471991c835bfdb8e..ee15ede6d1e3f2ac4107f73df5f74550b6d4c287 100644
--- a/examples/BTmodel.ipynb
+++ b/examples/BTmodel.ipynb
@@ -11,7 +11,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import sys\n",
+    "sys.path.append('..')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
    "metadata": {
     "tags": []
    },
@@ -23,7 +33,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -41,19 +51,20 @@
     "    L.k = L.j + dt*L.j*(b_d + F.k) # Labor force (~ population)\n",
     "    H.k = alpha*beta*L.j*S.k # Harvest\n",
     "    F.k = phi*H.k/L.j # Fertility\n",
-    "\n"
+    "\n",
+    "    initial_time=0"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 8,
    "metadata": {
     "tags": []
    },
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -65,9 +76,9 @@
     }
    ],
    "source": [
-    "s = dno.parse_system.system_from_fun(BTmodel_eqs)\n",
+    "s = dno.new_system(BTmodel_eqs)\n",
     "s.run(N=300, dt=1)\n",
-    "dno.plot_system.plot_system(s, ['S', 'L'])\n",
+    "dno.plot_system(s, ['S', 'L'])\n",
     "plt.title('Nature and population dynamics on Easter Island');"
    ]
   },
@@ -80,7 +91,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -98,7 +109,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -111,12 +122,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAYIAAAEWCAYAAABrDZDcAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/Il7ecAAAACXBIWXMAAAsTAAALEwEAmpwYAABhMUlEQVR4nO3dd3gU5fbA8e/Z9J4QEkIIJPQOIYReBaRLtYCIYr0q9n7tvV69NuxXVEQERBEVQUG60gkdEkoCgQAhkN6z7++P2eQXIGVTNpuQ9/M8+2yZ2ZkzO8mcmXdmzitKKTRN07T6y2TvADRN0zT70olA0zStntOJQNM0rZ7TiUDTNK2e04lA0zStntOJQNM0rZ7TiaCeEZFmIpIuIg42mPbzIvJtdU/XivkOEJGD1Tg9uyxHWUREiUirSn53moj8Ud0x1QUisldEBts7jtpOJ4JaTkRmiMhuEckUkVMi8rGI+Fbg+7EiMqzwvVLqmFLKUylVYJOAS49jsIiYLUkoXUTiRWSBiPSo6rSVUuuUUm2rI87yXLQcaSJyUERurol5W0NEwixJw7HwM6XUXKXUcHvGZS9KqY5KqdX2jqO204mgFhORh4E3gEcBH6A3EAr8KSLO9oytkk4qpTwBL4xlOQCsE5Ghtpph8Q1iNSpcDm/gceBzEelgg/lolWSj9X7Z0omglhIRb+AF4F6l1DKlVJ5SKha4FggDbrCM97yI/CAi8y17qNtFpKtl2BygGfCLZQ/2sYv3GEVktYi8LCJ/W8b5RUT8RWSuiKSKyBYRCSsW13sictwybJuIDKjosilDvFLqWeALjGRXOP12IvKniJyz7G1fW2zYaBHZZ1nOEyLyiOXzwSISX2y8WBF5XER2ARki4igivS3LmCwiO4s3F4hIcxFZY5nun0DDCizHYuA80EFEXETkXRE5aXm8KyIuxWMUkSdF5KwlxmnFYlgtIrcVez9DRNaXNF8RGSMiOyzr4LiIPF9s8FrLc7Jlffa5eFoi0teyXlMsz30viuMlEdlg+T3+EJESfw8RaSgiv1p+03Misk5ETJZhTUXkRxFJFJEkEfmw2PduEZH9InJeRJaLSGixYUpE7hSRGMt0Z4mIWIa1FJG/LNM7a/kb9S323ZLWe9ERcVnrp95TSulHLXwAI4F8wLGEYV8D8yyvnwfygKsBJ+AR4CjgZBkeCwwr9t0wQBVOF1gNHAJaYhx17AOigWGAI/ANMLvY928A/C3DHgZOAa7FYvm2lOUZDMSX8PkQwAx4WB7HgZst0+8GnAU6WMZNAAZYXvsBESVN27LMUUBTwA1oAiQBozF2fq60vA+wjP8P8A7gAgwE0qxZDsu0Jlp+/7bAi8BGIBAIAP4GXir2vfxi8xkEZABti62H24rNZwawvth7BbQqNq3Olvl3AU4DE0pavxdPC2iAkbimW37jqZb3/sXiOAy0sfx2q4HXS/ktXgM+wfi7cwIGAAI4ADuB/1rWqSvQ3/Kd8Rh/b+0t838a+Pui5fwV8MXYiUkERlqGtbKsOxfL77sWeLe09X7x339Z66e+P/QRQe3VEDirlMovYVgCF+61blNK/aCUysPY0LhiNL1Ya7ZS6rBSKgX4HTislFphmfdCjA0yAEqpb5VSSUqpfKXU2xj/lFVpnz+JsfHwBcYCsUqp2Zbp7wAWAddYxs3D2PP2VkqdV0ptL2O67yuljiulsjCS11Kl1FKllFkp9SewFRgtIs2AHsAzSqkcpdRa4JdyYg4WkWSMJPUcMF0pdRCYBryolDqjlErEOKKbftF3C+ezBvgN4wivQpRSq5VSuy3LsguYh5FYrDEGiFFKzbH8xvMwmuiuKjbObKVUtOW3WwCElzKtPKAxEKqMI9Z1ytji9gSCgUeVUhlKqWylVOERyZ3Aa0qp/Za/r1eB8OJHBRiJJ1kpdQxYVTh/pdQhpdSflt8vEeNv/eLlLr7eL2bN+qmXdCKovc4CDaXkts7GluGFjhe+UEqZgXiMf0RrnS72OquE956Fb0TkEcthfYplY+iDlU0ppWiCsReYjHH+o5elSSDZMv1pQJBl3MkYe/VxlqacPmVM93ix16HANRdNtz/G7xgMnFdKZRQbP66cmE8qpXyVUg2UUuFKqe8tnwdf9N04LlwPJc2nIusJABHpJSKrLM0uKRgbV2vXwcUxFsbRpNj7U8VeZ1Js/V/kLYy9+z9E5IiIPGH5vCkQV8pOTCjwXrH1cA5jR6Dc+YtIIxH5XoxmwVTgWy5d7uOUrrz1U2/pRFB7/QPkAJOKfyginsAoYGWxj5sWG24CQjD2tMHYyFYLMc4HPIaxF+unlPIFUjD+kStrIrDdsoE8DqyxbGQLH55KqbsAlFJblFLjMQ7tF2PsrZam+HIfB+ZcNF0PpdTrGEdXfiLiUWz8ZpVclpMYG7ri0zlZ7H1J8ykcngG4FxsWROm+A5YATZVSPhjNM4XroLz1fXGMhXGcKOd7l1BKpSmlHlZKtQDGAQ+JceL/ONCslJ2Y48C/LloXbkqpv62Y5asYy9dZKeWNcaR38d9eWctf3vqpt3QiqKUszTQvAB+IyEgRcRLjpO0CjD3+OcVG7y4ikyz/eA9gJJCNlmGngRbVFJYXRjt3IuAoIs9iXDlTIWJoIiLPAbcBT1oG/Qq0EZHpluV1EpEeItJeRJzFuB7ex9IElopxbsEa3wJXicgIEXEQEVcxTt6GKKXiMJqJXrDMoz8XNpNUxDzgaREJsJxgfdYy7+IK5zMAoylsoeXzKGCSiLiLcb/ArWXMxws4p5TKFpGewPXFhiVi/C6lrfOlGL/x9ZaTqdcBHTB++woRkbEi0spyMjcFKLDMezNGgn1dRDwsv3c/y9c+Af4tIh0t0/ARkWtKmn4JvIB0IEVEmmBcTVcR1qyfekknglpMKfUmxkbyPxgbvk0Ye1RDlVI5xUb9GbiO/z8JOMmysQTjhN7TlkPxR6oY0nJgGcbJ5Dggm7IPxS8WLCLpGP/MWzBOeA5WSv0Bxh4mMByYgrGndgrjiqLCKzumA7GWZoE7MZqNyqWUOo5xkvJJjA3lcYyNSOHf//VAL4xmiucwTpBXxssYSWUXsBvYbvms0CmMdXQSmAvcqZQ6YBn2XyAXI3F/bRlemruBF0UkDWNjVnRkpJTKBF4BNljW+QXnipRSSRgJ6GGME+aPAWOVUsWbGq3VGliBsT7/AT5SSq1Sxj0qV2Gc3D2GseNynWX+P2Gs0+8t63EPxhGuNV4AIjCSzm/AjxWMt7z1U2+JcW5Hq6vEuHSwlVLqBnvHopVOjMtVv1VKhdg5FE27hD4i0DRNq+d0ItA0TavndNOQpmlaPaePCDRN0+q5OleYqWHDhiosLMzeYWiaptUp27ZtO6uUCihpWJ1LBGFhYWzdutXeYWiaptUpIlLqHfO6aUjTNK2e04lA0zStntOJQNM0rZ7TiUDTNK2e04lA0zStnrNZIhCRL0XkjIjsKWW4iMj7InJIRHaJSIStYtE0TdNKZ8sjgq8wulsszSiM6oWtgTuAj20Yi6ZpmlYKm91HoJRaK8U6PS/BeOAbS9d2G0XEV0QaK6USbBHP3J2rWXZoDa5OLgS4BtPEoxkhXs3wd/PGw8UBDxdH3J0d8HB2xMPFEWdH3WpWp+TnQvopSD0J6achN+P/H/nZICbjYXIAkxO4eIGbL7j6Gs+eQeARACa93rX6x543lDXhwlr28ZbPLkkEInIHxlEDzZpVrvOotXFb2ZG2CJELayuZ87wxZzehIDuEgqwQCrJDoMADD2cHGng608DDBX8PZ/zcnWno6UxjH1ea+LkT4udGEz83vF2dKhWPVkkFeXBqF5zYDmf2Q+IBOBsDGWeqPm2TE3g3Bu8Q8G8BDdtCQFto2AZ8Q3WS0C5bdeLOYqXUZ8BnAJGRkZWqkvfpuEcoMD/M+awMDp2L5XByLLGpscSmHuFo6kHOZK9AWXq583dqTkOHLngUdKQgK4zTqdkcSEjlbEYuufkXdorl7epIy0BP2gV50baRF22CvOgS4ounS534aWs/peD0HoheBodXw4ltkG/pl9zFBwLbQZsR4BMCXo3Buwl4NQJnT3D2MB6OboACcz6YC8CcBzlpkJUM2cmQdR7STkFKvHFEkRIP0cthR7HOqxzdoFFHaBIBTbobjwYtdXLQLgs2rT5qaRr6VSnVqYRhnwKrlVLzLO8PYvRWVWbTUGRkpLJFiYn03HT2Je0jKjGKv0/+zc4zO8lX+QS4BTCq+SjGthhLuwbtSMrIJf58FifOZ3EiOZNj5zKJOZ3OwdNpJGcanYKZBDoEexMZ2oCezRvQt6U/vu7O1R7zZe3Uboj6Dvb9DKmW7nSDukBoX2jaC5r2NDb6UpXuksuRec442jh7EBIPwskoOLkD8iz9z7v4GHE0HwDNBxrxmRxsF4+mVYGIbFNKRZY4zI6JYAxwDzAao5vA95VSPcubpq0SwcXSc9PZcHIDvx35jXUn1pFvzic8IJwZnWZwRdMrMMmFe4JKKRLTcth/Ko1tcefZcvQcO46fJzvPjINJ6BHmx5UdghjdOYjGPm42j79OyssyNv5bZ8Pp3UZTTevh0HaU8ezVyN4RGkcUiQeNI5MT2yDubyNRALj6QGh/aHmFcZTiW7lmTE2zBbskAhGZBwwGGmL0w/oc4ASglPrE0uH1hxhXFmUCNyulyt3C11QiKC4lJ4Vfj/zKnH1zOJF+gjDvMGaGz2RE2AikjD3S3Hwzu08k89eBM/y57zTRp9MRgYGtA7g2sinDOgTi4qj3IMk8B1u+gE2fQuZZaNwVuk2HTpPBvYG9oytf2ik4ug5i18KRNZBsqe0V2BHajoQ2I42mJH20oNmR3Y4IbMEeiaBQvjmfFXEr+Hz350Sfj6ZLQBee7vU07f3bW/X92LMZ/Lg9noXb4klIyaaRtwu39W/B1F7N6uc5hfwc2PwZrH0LslOg9Qjodx+E9rNtk4+tnT0E0b/DwWVw7B9QBeDZCDqMh46TjKYtfW5Bq2E6EVSzAnMBSw4v4b3t75Gck8wtnW7hzq534uxg3XmAArNibUwin689wt+Hk/Bxc+K2/s25fWALXJ3qyV7jgd9g+ZNwPhZaDYNhL0DQJS2IdV/WeTi00jjXEfOHcSmrdxPoMAE6T4bgiLqd9LQ6QycCG0nJSeGtLW/x8+Gf6ejfkbcHv00TzyYVmkbU8WQ+/OsQK/afpomvG/8e3Y4xnRuX2eRUp2Weg98fh90LILADDH8ZWg21d1Q1IyfNOErY+yMcWgEFuRDQDsKnQdcp4Blo7wi1y5hOBDa28thKnln/DCLCW4Peom9w3wpPY+ORJF74ZR/7E1Lp08Kft67pQoifuw2itaOYP+HnmZCZBAMfgwEPgUM9vQ8jKxn2LYYdcyF+M4iDcYI5fJrxXF9/F81mdCKoAcdTj3P/6vs5mnyUF/u9yFUtr6rwNArMiu+3HOO1pQcAeO6qDlzdPaTuHx2YzcZ5gNWvGidQJ34CjbvYO6raIzEaor6Fnd8bd0V7BEDEjRB5i3F/hKZVA50Iakhabhr3r7qfLae28ETPJ5jWflqlpnP8XCaPLNzJpqPnGNUpiLeu6Vp3TyZnp8Liu+DAr9BlClz1Ljjpy2dLVJAPh1fCtq+MG+gA2o6GnrdD80H6XIJWJToR1KDcglweXfMofx3/i2f7PMs1ba6p1HTMZsUX64/wxrKDtGjowec3RhLW0KOao7Wx1AT4dpJx3f2IV6DXnXpjZq3zcbD1S9j+DWSdM8pc9Lgdwq8HF097R6fVQToR1LC8gjzuX3U/60+s57UBrzGmxZhKT+vvQ2e5+7vtmM2KD6+PYGCbgGqM1IaSDsOcCcbJ4eu+NW6y0iouLxv2/gRbPjduYHP1hR63Qs9/1Y4b7LQ6QycCO8gpyOHOP+9kZ+JOvhzxJeGB4ZWe1vFzmdz+zVYOnUnn7Wu7Mj68Ylcm1bikwzB7tFHTZ9oPRn0ereqOb4G/34f9vxgnk7tcB33vNQrjaVo5dCKwk+TsZK5fej0ZeRnMGzOPYM/gSk8rLTuP277eyubYc7w4vhPTe4dWY6TV6HyckQTys2DGbxBo3c12WgUkHYaNHxlXHOVnGXcu973PqMOkm960UpSVCPTtjTbk6+rLh0M/JK8gj4dXP0xeQV6lp+Xl6sTXt/RkSNtAnlm8h49WH6rGSKtJxln4ZjzkpsH0xToJ2Ip/SxjzNjy4FwY/CfFb4KvR8OVIiFlhVGzVtArQicDGWvi04IV+L7AnaQ8fRH1QpWm5OjnwyfTujOsazJvLDvLFuiPVFGU1yMuCeVMgLQGmLdKXh9YED38Y/LiREEb/xyifPXcyfH4FHFiqE4JmNZ0IasCVoVdyTZtrmL1nNn+f+LtK03JyMPHOtV0Z3TmIl3/bz7zNx6opyipQyrhENH4rTPoMmvawd0T1i5ObcYnpfTvgqveNshbfT4VP+hsnms3m8qeh1Ws6EdSQR3s8SgufFjz3z3NkFNazryRHBxPvXteNQW0CePKn3SzZebKaoqykvz8wNjjDnjMKq2n24egM3W+Ce7bBxE+Non4LZ8BHvWHnfOM+BU0rgU4ENcTN0Y0X+r7A6YzTvL/9/SpPz9nRxCc3dKdHWAMemh/F34fPVkOUlRC7HlY8D+2vgn4P2CcG7UIOjkbtopmb4OovjfLXP90BH/WCXQuNPhU0rRidCGpQeGA4U9pNYd6BeexM3Fnl6bk5O/DFTZE0b+jBnXO2cehMejVEWQEZSfDDLdCgOYz/SF+xUtuYHIw+He7cANfOAQdn+PE2+Lgv7F2sm4y0IjoR1LD7I+4n0D2Qlze+TEE17Jl5uzrx5YweODuauOWrLSSl51RDlFZQCn65z2iPvuYrcPWumflqFWcyQYdxRkK4+ktQZlh4E3w60CgHrk8q13s6EdQwDycPHur+EAfOHWDJ4SXVMs2mDdz5/MZITqdm868528jJr4FD/6jvjPpBQ56GoM62n59WdSaTcYRw90aY+JnR9/L31xtXGcX8qRNCPaYTgR2Maj6KLgFd+GDHB2TmZVbLNLs18+Pta7uyNe48L/+6v1qmWarUk0afAqH9oM89tp2XVv1MDtD1Opi5BcZ9aDTxzb0a/jccDq/SCaEe0onADkSERyMfJTErkdl7Z1fbdMd2CeZfA1swZ2Mci7bFV9t0L/H7Y0b5iPEf6n546zIHR4iYDvdugzHvGPchzJkAX42B2A32jk6rQToR2El4YDhXhl7JN3u/ITk7udqm++iItvRu0YAnf9rN3pMp1TbdIgeWGrVuBj0GDVpU//S1mufobBSyu28HjHoTkg4Zdyp/Mx6ObbJ3dFoN0InAju7uejdZ+Vl8s++bapumo4OJD6ZG4OfuzF3fbicls/JlLS6Rm2kcDQR2MGrbaJcXJ1fo9S+4L8roQvTUHvhyOMyZZNwsqF22dCKwo1Z+rRgRNoK5++dyPvt8tU03wMuFWdMiSEjJ4sEFUZjN1dTm+8+HkHLcqHOju1K8fDm7G1VNH9gFw16Akzvgi6Ew91rjtXbZ0YnAzu7seidZ+Vl8vffrap1u91A/nhnbgb8OnOGL9dVQkyg1Adb/17hzOLTifTJrdZCzB/R/wEgIQ56B45vgs8Ew73pI2GXv6LRqpBOBnbX0bcnwsOHMPzif9NzqvSFseu9QRnYM4s1lB9l5PLlqE/vrZTDnG3uIWv3i4gUDHzESwhVPGXeTfzoA5k+H03vtHZ1WDXQiqAVmdJxBel46P8b8WK3TFRFen9yZQC8X7vt+B+k5law1c3ofRM012o8bNK/WGLU6xNXHuEjggV0w6HHjUtOP+xr1jM4csHd0WhXoRFALdGrYie6NuvPt/m/JN1dvYTBfd2fem9qN4+cyeWbxnspNZPWr4OwJ/R+q1ti0OsrNF6540kgIAx4xbkb7qDcsug3Oxtg7Oq0SdCKoJW7qcBMJGQn8GfdntU+7R1gD7h/ahp92nODH7RW8vyBhp3G5aJ+7wb1Btcem1WHuDWDoM3D/Luh3v1Gu4sMesOAm4+9GqzN0IqglBjUdRJh3GN/srb5LSYu7Z0grejZvwDOL93D0bAXKYK96zWgS6H23TeLSLgMe/nDlC0ZC6P8gHP7LqGP07WSIq1r/G1rN0ImgljCJiSntprAnaQ97k6r/BJyDSXj3unAcHUzcN28HuflWVJ5M2AnRv0Ofe43mAE0ri2eA0SfFg3tg6LNwMgpmj4L/jYDoP3TpilpMJ4JaZFzLcbg5urHg4AKbTD/Y1403r+7C7hMpvP3HwfK/sOE9cPYyer/SNGu5+sCAh+GB3TDqLUg9Ad9dA58MgN0/6A5yaiGdCGoRL2cvRjcfzdIjS0nJsUF5CGBExyCu79WMT9ceYcOhMjqzOXfU6HUscoY+GtAqx9kdet1hlK6Y8DEU5MCiW+G9rrD+XaOEuVYr2DQRiMhIETkoIodE5IkShjcTkVUiskNEdonIaFvGUxdc2/Zasguy+eXwLzabxzNjOtAiwIOHFkRxPiO35JH++RDEQZ8b0KrOwQnCr4e7N8HU78G/Bax4Dt7pAL89rK80qgVslghExAGYBYwCOgBTRaTDRaM9DSxQSnUDpgAf2SqeuqKDfwc6N+zMwuiFKBu1qbo5O/D+lG6cy8jliR93XTqfjCTY8a1Rqtg72CYxaPWQyQRtR8FNv8Cd66HjJNj+DXwYCd9eDQd/181GdmLLI4KewCGl1BGlVC7wPXBxz+YKKOzaygewcy/stcOk1pM4knKEPWcred2/FTo18eHREW1Zvvc03285fuHA7V9Dfrbua0CznaDOMGEWPLgXBj8Jp3bBvCnwbmdY9apRElurMbZMBE2A4luYeMtnxT0P3CAi8cBS4N6SJiQid4jIVhHZmpiYaItYa5URYSNwcXDh58M/23Q+t/VvQf9WDXnxl30cTrSUtzAXwNYvoflACGxv0/lrGp6BMPhxIyFc9y006gBr3jQSwtxrjbLnBdVYQVcrkb1PFk8FvlJKhQCjgTkicklMSqnPlFKRSqnIgICAGg+ypnk5ezG02VCWHl1KToHt+iA2mYS3r+2Kq5OJ+7+3XFIavcyoMNpDXymk1SAHJ2h/FdywCO6PMu5iT4iC76fC223ht0fg+BZ9CaqN2DIRnACaFnsfYvmsuFuBBQBKqX8AV6ChDWOqMya0mkBabhqrjq2y6Xwaebvy+uQu7DmRytt/HoTNn4F3E2hb78/ba/biF2bcsfzgXpgyzzg63TEH/jcM3u9mNB2d3qeTQjWyZSLYArQWkeYi4oxxMvji3tqPAUMBRKQ9RiK4/Nt+rNAzqCdBHkEsPrTY5vMa0TGIqT2bsWLdejiyGiJvNrox1DR7cnCCdqPhmq/gkWgYPwt8mxlNRx/3gQ8i4M9njSMFsxU3SGqlstl/u1IqX0TuAZYDDsCXSqm9IvIisFUptQR4GPhcRB7EOHE8Q9nqUpk6xsHkwNgWY5m9ZzZJWUn4u/nbdH7PjG3Pkv1vk59nIr3tFHxtOjdNqyBXH+h2g/FIO2XUNTrwK/wzy7jx0asxtBoGLYdAi8G6LlYFSV3b7kZGRqqtW+tHt3nR56OZvGQyT/d6muvaXWfbmRXkkf+fdqzKCOOH1m/wyQ3dERHbzlPTqirrvFG+4sCvcGQN5KQAAk0ijKQQ1h+aRIKLp70jtTsR2aaUiixpmD7+r8Va+7ampU9Llh5davtEEL0cx6yzFIQ/xfLNxiWlU3s2s+08Na2q3PyM+126Xmfcg3Byu1H07vBfsO5tWPuWcWNkUCdo2hua9YLgCOM8hN7RKaITQS0mIoxsPpJZUbM4lXGKII8g281sxxzwDGL4uOn0O7eNF3/ZR8/mDWgZoPektDrCwRGa9jQeg5+A7BTj/MHxjXBso/E3vvlTY1wXb2jU0bifoVEn41LpBi3A3b/2JojcTOPZ2b3aJ62bhmq5uNQ4xv40lkciH+GmjjfZZiapCfDfDkZN+WHPcyolm5HvrSXEz40f7+qHs6O9rzLWtGpQkAen9xhVdU/tgVO7jffFu4h18TZ64WvQAnyaGucevBqBZxB4BYFHQ6MQo6ka/ifMZshNg+xUI2llnIH0RMvz6WKvzxiF+7LOw7gPIOLGSs1ONw3VYaHeoXTw78Cyo8tslwj2LAJlhvBpAAT5uPLG5C78a8423v7zIP8epW8s0y4DDk4Q3M14FDKb4fxRSDoE5478/+NklHFCuqCUWlzOXkZfzq7e4ORuTNvkZByVmByN5ihznpF8zPnGc0Gu8cixbPxz00qP1dEVPAKN0t4+TaFpL/BpcmHs1UgngjpgVNgo3t72NsdTj9PUu2n5X6io3QuMP7CGrYs+Kryk9LO1RxjUOoC+rfTtHdplyGQC/5bG42JKGXvh6aeNK5XST0PGWWNDnpNqPLJTITfD2Nib8yEvy9joqwJLYnAyEoOTm/He0dk46nDxNpKIi7clofiARwB4NjI2/i7eNdpEpRNBHTAibARvb3ub32N/544ud1TvxBOjjUPlEa9dMuiZse3ZdDSJBxdEsez+gfh5OFfvvDWtNhMxLkN1b3DZl1vRjb91QGPPxkQERvD70d+rf+K7F4CYoNPkSwa5OzsWVSl9eOFOzOa6dT5J0zTr6ERQRwwPG86h5EPEpcZV30SVgt0Lofkg44RYCTo18eGZsR3468AZPl5zuPrmrWlaraETQR0xpOkQAFYeW1l9Ez2xDc7HQpdryxxteu9QruoazNt/HOTvsno10zStTtKJoI5o7NmYDv4dqjcR7FtsnMBqN6bM0USE1yd1pkWAJ/d9v4NTKdnVF4OmaXanE0EdMqzZMHYl7uJ0xumqT0wp2LfEqMvi6lPu6B4ujnw8LYLM3ALunbedvAJd5EvTLhc6EdQhQ5sNBWDV8WooTX1qFyTHQYdxVn+ldSMvXpvUmS2x53lz2YGqx6BpWq2gE0Ed0sK3BWHeYaw4tqLqE9u3xLjppW3ZzUIXGx/ehOm9Q/l83VF+351Q9Tg0TbM7nQjqmKHNhrL11FZSclKqNqH9SyCsH3hUvLz102PbE97Ul4cW7GTfydSqxaFpmt3pRFDHDAsdRoEqYE38mspP5MwBOBsN7a1vFirOxdGBz6Z3x8fNidu/2crZdNt1p6lpmu2VmwhE5E0R8RYRJxFZKSKJInJDTQSnXaqjf0cauTdiRVwVmof2LwHE6CO2kgK9Xfnsxu6cTc/h7m+3G/0da5pWJ1lzRDBcKZUKjAVigVbAo7YMSiudiDCk2RD+Pvk3WflZlZvIviVGESuvqpW17hLiy5tXd2Fz7Dme/XkPda2SraZpBmsSQWE9ojHAQqVUFRuntaoa3HQwOQU5bE7YXPEvnzsCp3dX6WiguPHhTZh5RUu+33Kc2Rtiq2WamqbVLGsSwa8icgDoDqwUkQBA31FkRz0a9cDd0Z3V8asr/uWDlnpF7cdWWzwPX9mWER0b8dJv+/SVRJpWB5WbCJRSTwB9gUilVB6QCYy3dWBa6ZwcnOjXpB9rj6+teHNM9HIIaGd01VdNTCbhvSnd6NbUl/vnR7E19ly1TVvTNNuz5mSxO3A38LHlo2CgxF5utJozKGQQZ7LOsO/cPuu/lJ0KcRug9fBqj8fVyYEvbupBiK8bt369lUNn0sv/kqZptYI1TUOzgVyMowKAE8DLNotIs8qAkAEIwprjFbiM9Mgqo/OMNiNtElMDD2e+urknTg7CTV9u5kyabkHUtLrAmkTQUin1JpAHoJTKBGpp7871RwPXBnQN6Mrq46ut/1L0H0Zdoaa9bBUWzfzd+XJGD85n5nLj/zaTnFlKV3+aptUa1iSCXBFxAxSAiLQE9B1EtcCgpoPYf26/dUXozGaI+QNaDjX6VbWhLiG+fDq9O0cSM7jpy82kZefZdH6aplWNNYngOWAZ0FRE5gIrgcdsGpVmlUEhgwBYe2Jt+SMn7ICMM9BmhI2jMgxoHcCsaRHsPZnKrV9tJTM3v0bmq2laxVlz1dCfwCRgBjAP4+qh1bYNS7NGK99WNPFsYt15gug/AIFWw2weV6ErOzTiv9eFszXuHP+as43svIIam7emadaz5qqhgUBHIA1IBTpYPtPsTEQYFDKIjQkby7/LOGY5hPQAj4Y1E5zFVV2DeWNyF9bFnOXuudt1MtC0WsiapqFHiz2eAX4BnrdhTFoFDGo6iJyCHDYlbCp9pLTTcHIHtKn+y0atcU1kU16Z2Im/Dpzhtq91M5Gm1TbWNA1dVexxJdAJOG/70DRr9GjUAw8nj7KvHjpkKVDXumbOD5RkWq9Q/nNNV/4+fJYZX24hPUcnA02rLSpThjoeaF/dgWiV4+TgRN/gvqyNL+Mu48N/gUcgBHWu2eAucnX3EN6b0o1tx84z7YtNpGTqq4k0rTaw5hzBByLyvuXxIbAO2G770DRrDQoZRGJWYsl3GZvNxo1kLa8Asf/tH1d1DebjaRHsP5nKdZ/9w6kUfdOZptmbNUcEW4Ftlsc/wONKKav6IxCRkSJyUEQOicgTpYxzrYjsE5G9IvKd1ZFrRcq8y/jULshMgpZDaj6wUgzvGMT/ZkQSfz6LiR9t4OCpNHuHpGn1mjXnCL4u9pirlNpgzYRFxAGYBYwCOgBTRaTDReO0Bv4N9FNKdQQeqOgCaOXcZXz4L+O5xeAajKh8A1oHMP9fvSkwK67+5G/+PnzW3iFpWr1VaiIQkd0isquEx24R2WXFtHsCh5RSR5RSucD3XFq19HZgllLqPIBS6kxlF6S+K/Uu48N/QaNOVe6ExhY6Bvvw08x+NPZx5aYvN7N4xwl7h6Rp9VJZRwRjgatKeBR+Xp4mwPFi7+MtnxXXBmgjIhtEZKOIlFgNTUTuEJGtIrI1MTHRilnXP4NDBgNc2JdxbgYc22icH6ilmvi6sfDOvnQP9eOB+VG89vt+Csy6pzNNq0mlJgKlVFxZj2qavyPQGhgMTAU+FxHfEmL5TCkVqZSKDAgIqKZZX15a+rY07jIungji/gZzXq06P1ASHzcnvrmlF9N7h/LpmiPMmK2L1WlaTbLmqqHeIrJFRNJFJFdECkQk1YppnwCaFnsfYvmsuHhgiVIqTyl1FIjGSAxaBYkIg5sOZlPCpv+/y/jwX+DgAs362Dc4Kzg7mnhpQiden9SZTUfOMe7DDRw4Zc2fmaZpVWXNVUMfYuytxwBuwG0YJ4HLswVoLSLNRcQZmAIsuWicxRhHA4hIQ4ymoiPWBK5dalCIcZfxxpMbjQ8O/wWhfcHJzb6BVcCUns2Yd0dvsvMKmDjrbxZsOV7xXtg0TasQq24oU0odAhyUUgVKqdlAuT2bKKXygXuA5cB+YIFSaq+IvCgi4yyjLQeSRGQfsAp4VCmVVJkF0SCyUSQeTh5G81DKCUg8UOubhUrSPdSPX+/tT7dmvjy2aBf3fx+lS1lrmg1ZU5g+07JHHyUibwIJWJ9AlgJLL/rs2WKvFfCQ5aFVUeFdxmvi12B2bWmspFp8orgsgd6uzLm1Fx+vPsR/V8QQdTyZD6Z2o2tTX3uHpmmXHWs26NMt490DZGC0+0+2ZVBa5Q1uOpizWWfZd/h3cG8IgR3tHVKlOZiEe4a0Zv4dxv0Gkz/+m3f+jCY332zv0DTtsmJNIuiOsfOeqpR6QSn1kKWpSKuFBjQZgElMrD4bBc0HgKky5aRql8iwBiy9bwDjugbz/soYxn24nj0nUuwdlqZdNqzZSlwFRIvIHBEZKyK27edQqxI/Vz+6+rZhrUMBNL98uo3wcXfinevC+fzGSJIycpkwawPv/HFQ92+gadXAmhITNwOtgIUYVw8dFpEvbB2YVnmDnPzZ7+LMqaC62yxUmis7NOLPBwcaRwd/HWLEu2tZfVDfkK5pVWHtSd884HeMMhHbgAk2jEmrosEp5wBYmx5r30BsxNfdmXeuC+fbW3vhIMKM2Vu4c842TiaX00ubpmklsuaGslEi8hXGfQSTgS+A2le4RjOYzbQ4tpUQcWV1vBV9Gddh/Vs35PcHBvDoiLasjj7D0LfX8M6f0brTG02rIGuOCG7EuPGrrVJqhlJqqeUeAa02OrMPyUxisH8nNiVsIjMv094R2ZSLowMzr2jFnw8OYki7QN5fGcPgt1bz7cY48gv01UVa3ZedV8CJ5Cx2xSdzJs02/XeUe+JXKTXVJnPWbOPoWgAGtZnEt39vZWPCRoY0q3s3lVVU0wbuzJoWwW3HzvPq0v08vXgPX244ygPD2jCmc2McTPbvlEfTisvMzSchJZtTKdkkpGSTkJzFqdRszqbnkJSeW/ScVuwI9+UJnbihd2i1x6KvALrcHF0LDVrQvcVIPLe8ypr4NfUiERTq1syPBf/qw5/7TvPW8oPcN28H762I5r6hrRnbJVgnBK3GpGTlcfxcJnFJmcSdy+D4uSxOpWQZG/2UbFKyLr1b3s/diQAvFxp6utA5xBd/D2cCvFzw93CmoacLHYK9bRKrTgSXk4J8iNsAnSbh5OBEvyb9WHN8DWZlxiR1/34Ca4kIwzsGMax9I5buSeD9lTHc/30U762M4Y4BLZjQrQmuTg72DlO7DKRl5xF9Op3DZ9KJO5dBXFKmsfE/l0nyRX1yN/BwJtjXlRA/d3qENaCxryuNfVwJ8nYj2NeVRt6udvu71IngcnJqJ+SkQtgAwLjLeHnscnaf3U3XgK52Dq7mmUzC2C7BjO7UmGV7T/HhX4d44sfdvLn8IDf0DmV671ACvFzsHaZWB2TnFXDoTDrRp9M4eDqN6FNpRJ9O50SxK9UcTEKInxvNGrgzpnNjQv3dadbAnWYNPGjm746nS+3d3JYamYjsBkot+6iU6mKTiLTKs5wfKLyRbGDIQBzFkZXHVtbLRFDIZBJGd27MqE5BbDxyjv+tP8IHf8XwyerDjAsPZnrvULqE+CCim43qu/wCM7FJmcYG/1Ra0XNsUgaF/SU5O5hoGehJjzA/pgU1o20jL1oFetLE1w1Hh7p55F1WihpreZ5peZ5jeZ5mu3C0Kjm6FgLag2cgAN7O3vRs3JOVcSt5MOLBer+hExH6tPSnT0t/jp7NYPaGoyzcGs8P2+JpF+TFtZFNmditCX4ezvYOVbMxpRQnkrOIPp3GgVPGHv5BSxNPruVqM5NAmL8HbRp5MbZrMG0bedE2yJMwf486u8EvjZRX611Ediilul302XalVIRNIytFZGSk2rp1qz1mXbvl58LrzSDiRhj9ZtHHCw4u4KWNL7Fo3CLa+LWxY4C1U2p2Hr/sPMmCLcfZGZ+Cs4OJKzs2YlK3JvRv3RAXR30uoa5LTMu5cA//dBoxp9MvuN8k2MeVNkFetG3kRZtGXrQNMvbyL6dzSSKyTSkVWdIwaxqtRET6KaU2WN70xco7krUadGIr5GddUl9oSLMhvLzxZVYeW6kTQQm8XZ2Y1iuUab1C2Z+Qyvwtx1kcdYLfdiXg5erI8A5BjO3amH4tG+LsqP/sa7PU7DxiTqdx8FT6BRv+pIz/7/bUz92JtkFeTI5oQtsgb9oGedK6kRferk52jNz+rDki6A58CfhYPkoGblFKbbdtaCXTRwSlWP268Xj8KLj5XTDoxt9vJDMvkx/G/WCn4OqW3HwzGw6d5dddCfyx7xRp2fn4uDkxtF0gV7QLZGDrAHzc6/eGw54uOHF76v9P3p5M+f+brTycHWjdyIt2Qf+/h9+mkRcNPZ3rbRNplY4IlFLbgK4i4mN5r+v/1kZH10LjrpckAYChzYbyn63/4XjacZp6NS3hy1pxzo4mrrBs9HPyO7E+5iy/7Upg1cEz/LjjBA4moXszPwa3C2Bg6wDaN/bW9yfYQE5+AbFnM4k5Y1yhE23Zwy/pxG3P5g0uaNpp4uuGSa8Tq1lzRNAIeBUIVkqNEpEOQB+l1P9qIsCL6SOCEuRmwhuh0OtOGP7SJYPj0+IZ9eMoHol8hJs63mSHAC8PBWbFzvhkVh04w6qDZ9hzIhUAL1dHeoY1oFeLBvRu4U+Hxt6X3clEW8rOK+BIYgYxZ9KK9vRjzqQTl5RJgWWLX/zEbeEG/3I9cWsrVT1H8BUwG3jK8j4amA/YJRFoJTi+CQpyofmgEgeHeIXQrkE7VsSt0ImgChxMQkQzPyKa+fHw8LacSc3mnyNJbDxyjk1Hk1h5wCiH7ebkQKcm3nQJ8aVLiA9dQ3wJ9Xevt00SAGazIiE1m7izGcQmZRKXlMGRsxnEnE7j2LnMoj18B5MQ6u9O60BPRndqTOtGnrQO9KJFgMdldeK2trEmETRUSi0QkX+D0Sm9iOjeQGqTo2vB5AjNepc6ytBmQ/ko6iMSMxMJcA+oweAuX4HerowPb8L48CYAnEnNZuPRc+w4dp5d8Sl8uzGOHEu3ml4ujrRq5EmbQC9j49bIizaNPAnydr1sEkRadh4JKdmcSM4i/nzWBRv9uHOZF3Qx6uxgopm/Ox2CvRkX3oTWgZ60buRJ84Ye+kotO7AmEWSIiD+Wm8tEpDegzxPUJkfXQpPu4OJZ6ijDQ4czK2oWf8T9wbT2+lYQWwj0dmVc12DGdQ0GIK/ATPTpNHbFp7A/IZXo02ms2H+a+VuPF33Hw9mBED93QvzcLA/jdbCvGw0tNWbsvSecmZtPUnouSRm5JKXnkJSRy5nUbE4kZ5OQkkVCcjYnk7MuKI4G4OJoIszfg+YNPbiiXSBh/h6E+bsT2tCDIG9XfV6lFrEmETwELAFaisgGIAC42qZRadbLToGT22HAw2WO1sK3BW382rDs6DKdCGqIk4OJjsE+dAz2ueDzpPQcYs6kE3M6jcOJGUV70JuPnrtkYwrg6eKIv6cz/h7ONPBwwdPFAQ8XRzxdHHF3dsTD8t7RJDg6CA4mE44mwcEkOIhQoBT5BYp8s5m8AkV+gZk8s/GcmVtAek4+6dn5xnOx1+czc0lKzyWrlO5A/T2caezrSjN/d/q09KexjyuNfd0I9nGliZ8bjbxc9QnbOsKaq4a2i8ggoC0gwEFLj2VabRD3DyizVf0Tj2o+ive2v8fJ9JMEewbXQHBaSfw9XfD3dKF3C/9LhqVk5RF/PpOTydlFe9+F5YiTMnKIP59JZm4BGZaNdk5+1ftccDQJXq6OeLo64unihJeLIw09nWkd6EkDD2dLvEYi8vd0KaqIae8jFa36lFVraFIpg9qICEqpH20Uk1YRsevAwQVCepY76oiwEby3/T2Wxy7n5k4310BwWkX5uDnh43bpUURp8gvMZOQWkJmbT36BosCsyDcXPpspMCtMIjg5mHB0EJxMxnPhazdnB1wcTZfNeQqtcso6IriqjGEK0ImgNji6Bpr2BCfXckdt6tWUzg078/vR33UiuEw4OpjwcTPh46ZvcNMqr9REoJTSW4raLvMcnNoNVzxt9VdGho3kra1vEZsSS5hPmO1i0zStzrDqTgwRGSMij4nIs4UPWwemWSF2nfFsxfmBQiPCRiAIy2KX2SgoTdPqmnITgYh8AlwH3ItxsvgaoPo7zdQq7ug6cPKAJtYXgm3k0YiIRhEsO6oTgaZpBmuOCPoqpW4EziulXgD6ALqMZW1wdC2E9gGHirUPjwobxeGUwxw8d9BGgWmaVpdYkwgK+2LLFJFgIA9obLuQNKuknYKzByvULFRoeNhwHE2OLDm8xAaBaZpW11iTCH4VEV/gLWA7EAvMs2FMmjWOWs4PWPonrgg/Vz8Ghwzm1yO/kmfWt4RoWn1XbiJQSr2klEpWSi3CODfQTin1jDUTF5GRInJQRA6JyBNljDdZRJSIlFgZTytB7Fpw8TFKT1fChFYTOJd9jnXx66o5ME3T6hprThbPtBwRoJTKAUwicrcV33MAZgGjgA7AVEsJ64vH8wLuBzZVLPR67uhaCOsPpsrd3dmvST8aujVk8aHF1RuXpml1jjVNQ7crpZIL3yilzgO3W/G9nsAhpdQRpVQu8D0wvoTxXgLeALJLGKaV5HwcnI+t1PmBQo4mR65qcRXr4teRlJVUfbFpmlbnWJMIHKTY/eeWPX1nK77XBDhe7H285bMiIhIBNFVK/VbWhETkDhHZKiJbExMTrZj1Za7o/oGKnx8obnyr8eSrfH47UubPr2naZc6aRLAMmC8iQ0VkKMaJ4ipfhC4iJuAdoOyymYBS6jOlVKRSKjIgQNfS5+g6cG8IAe2rNJmWvi3p3LAziw8vprye6jRNu3xZkwgeB/4C7rI8VgKPWfG9E0DxDnJDLJ8V8gI6AatFJBboDSzRJ4zLoZRxfqD5ADBVvYu+Ca0mEHM+hn1J+6ohOE3T6iJrrhoyK6U+UUpdDdwB/KOUsqaHsi1AaxFpLiLOwBSMfg0Kp5uilGqolApTSoUBG4FxSindIXFZkg5D2slKXTZaklHNR+Hm6Ma8A/qKYE2rr6y5ami1iHiLSANgG/C5iPy3vO8ppfKBe4DlwH5ggVJqr4i8KCLjqhp4vXV0jfFcSv/EFeXl7MW4luP4/ejvnM8+Xy3T1DStbrGmbcFHKZUKTAK+UUr1AoZaM3Gl1FKlVBulVEul1CuWz55VSl1yS6tSarA+GrDC0TXgFQz+LattklPaTiHXnMuimEXVNk1N0+oOa7qqdBSRxsC1wFM2jkcri7kAjqyBdmOhGjsSaeXXil5BvVhwcAEzOs7A0WTNn4WmXb7yzHkkZiZyKuMUZ7POkpKbQkpOCsnZySTnJJOSm0J6bjq5BbnkFORc8Mgz5yEIJjEhCCKCIDiIA66OrkUPNwc349nRDW9nb3xcfPBx8bngtY+zD36ufvi6+OJQyXuGrGHNf/yLGM07G5RSW0SkBRBjs4i00p2MguxkaHlFtU96arupPLD6AdYcX8PQUKsO+DStTkvPTScuNY6jqUeJS40jNiWWE+knOJ1xmsSsRBSXXklXuNH2dfHF09kTL2cv/B38cXVwxdnBGRcHFxxNjigUSqkLngtUAdn52cajwHhOzUwlKz+L1NxUUnNSyVeX9lkNYBITfi5+PBT5EONaVn/LujV9Fi8EFhZ7fwSYXO2RaOU7/Jfx3GJwtU96UNNBNPZozHcHvtOJQLusKKU4kX6CA+cOsP/cfg6eO8j+c/s5k3mmaByTmAj2CCbEK4S+TfoS5BFEkHsQQR5BNHRriK+LLz4uPrg6lt8TYFXizMzPJCXHOPpIyU0hOSeZc1nnSMpOIikricYetqn3WW4iEJE2wMdAI6VUJxHpgnF1z8s2iUgr3ZFVRm0hj4bVPmlHkyPXtr2W97a/R8z5GFr7ta72eWhaTcjOz2bP2T1EJUax48wOos5EkZqbChgb/BY+LegR1INWvq1o7t2cUO9Qmnk3w9nBmvtkbUdE8HDywMPJg2DP4BqdtzVNQ58DjwKfAiildonId4BOBDUpJw2Ob4I+99hsFpNbT+bTnZ/y1d6veKX/Kzabj6ZVp+z8bLaf3s4/Cf+w/fR29p3bR77ZaGJp7tOcYaHD6NSwE+382tHar7VN9+rrKmsSgbtSarNceHKy5IYszXZiN4A5H1oOsdks/Fz9mNxmMvMPzOee8Hto7Km7ndBqH6UUh5IP8ffJv/n75N9sO72NnIIcnExOdGrYiRs73Ei3wG6EB4Tj6+pr73DrBGsSwVkRaQnGmRMRuRpIsGlU2qUO/wWObtCst01nc1OHm5h/YD5f7/uaJ3qWWjlc02pUnjmPLae28Nexv1h1fFVR+34LnxZc0+Ya+gb3pXuj7rg7uds50rrJmkQwE/gMaCciJ4CjwDSbRqVd6vBfENYPHF1sOpvGno0Z02IMi6IXcUeXO2jg2sCm89O00mTlZ/H3ib9ZcWwFa+LXkJabhpujG/2C+zEgZAB9g42TulrVWXPV0BFgmIh4YNyAlolRLiLOxrFphZKPQ1IMRN5cI7O7pfMtLDm8hK/3fs2D3R+skXlqGkBeQR4bTm7gtyO/sfr4arILsvFx8eGKplcwtNlQ+gb31W38NlBqIhARb4yjgSbAz8AKy/uHgV3A3JoIUMO4Wghsen6guBY+LRjdYjTf7f+O6R2m09Ct+q9S0rRCSimiEqP47chvLI9dTnJOMr4uvoxrOY4rw66ke6PuOJmc7B3mZa2sI4I5wHngH4yOaJ4CBJiolIqyfWhakUMrwasxBLSrsVne1fUulh1dxv92/4/Hez5eY/PV6o+41Dh+PvQzS48u5UT6CVwdXLmi6RWMaTGGvsF9cXLQG/+aUlYiaKGU6gwgIl9gnCBuppTSPYnVpII84/xAxwnVWlaiPKHeoYxvNZ75B+dzU8ebdFusVi1yCnJYEbeCRTGL2HJqCyYx0btxb+4Ov5uhzYbi4eRh7xDrpbISQV7hC6VUgYjE6yRgB8f+gZxUaD2ixmf9ry7/4pfDv/DBjg/0fQValcScj2FRzCJ+OfwLqbmpNPFswn3d7mN8q/EEugfaO7x6r6xE0FVEUi2vBXCzvBdAKaW8bR6dBtHLwcHZJmUlyhPsGcwNHW5g9p7ZXN/+ejr6d6zxGLS6KzMvk+Wxy/kh5gd2Je7C0eTIsGbDmNR6Er0a98IkVe9YSasepSYCpZTtSt1p1oteDmH9wcXTLrO/o/Md/HzoZ97c/CZfjfwKqcHmKa1uOpl+ku8PfM8PMT+QlptGc5/mPBL5CONajsPP1c/e4Wkl0PWGa7Okw8Zloz1vt1sIns6e3NPtHl7850WWxy1nZNhIu8Wi1V5KKbaf2c7c/XNZeWwlgjCk2RCub3c93Rt11zsQtZxOBLVZzB/Gc+vhdg1jUqtJLDy4kDc3v0m/4H54OXvZNR6t9sgtyOX3o78zd/9c9p/bj7ezNzd1vImpbafqEiV1iE4EtVn0cmjYFho0t2sYDiYHnuvzHNcvvZ73tr/H072ftms8mv2dzTrL/IPzWXBwAeeyz9HSpyXP9H6GsS3G6jIPdZBOBLVVThrErofed9o7EgA6NuzI9e2uZ+7+uYxtMZbwwHB7h6TZwd6ze/l2/7csi11GvjmfgSEDmdZ+Gn0a99HNP3WYTgS11ZHVYM6DNrWnTf6ebvew8thKnt7wNAvGLtB7fvVEvjmfFcdWMHffXKISo3B3dOfaNtdyffvrCfUOtXd4WjXQiaC2il4GLj7QtJe9Iyni4eTBy/1e5tY/buWdbe/oJqLLXHJ2Mj/E/MD3B77ndOZpQjxDeKzHY0xoNUGfJ7rM6ERQGxXkw4Gl0PpKqGW32fds3JMbO9zIN/u+YWDIQAaGDLR3SFo1izkfw9z9c/ntyG9kF2TTK6gXT/V6ioEhA23agbpmPzoR1EbH/oasc9Ch+juprg73RdzHxoSNPLn+SRaOXaivDrkMmJWZtfFr+Xb/t2xK2ISLgwtjW4zl+vbX08avjb3D02xMJ4LaaN8SoxOaVsPsHUmJXBxceGfwO0z5dQoPr3mYr0Z+Zff+XrXKSc9NZ/GhxXx34DuOpx0n0D2Q+yPuZ3Lryfrmr3pEJ4LaxmyGA79Cq6HgXHsLcIV6h/JSv5d4cPWDvLLpFZ7v87y+aqQOiU2JZd6Befx8+Gcy8jLoGtCV+7rdx9DQobrkcz2kE0Ftc2IrpCVAh/H2jqRcw0KHcXvn2/l89+eEeodyS6db7B2SVgazMrP+xHq+O/AdG05swNHkyMiwkVzf7no6B3S2d3iaHelEUNvs+xlMTna/m9ha93S7h+Npx/nvtv8S7BmsS1DUQmm5afx86GfmHZjHsbRjBLgFMDN8Jle3uVp3OqQBOhHULmazkQhaXgFuvvaOxiomMfFy/5c5k3mGf6/7N+6O7vpKolriSMoR5u2fx5LDS8jMzyQ8IJx7ut3DsGbDdKcv2gVEKWXvGCokMjJSbd261d5h2EbcPzB7JEz6HLpca+9oKiQtN41bl9/KkZQjfDj0Q3o37m3vkMqUl5dHfHw82dmXVxcbSilyCnLIyMsgpyAHQXBzdMPDyUNv/OsJV1dXQkJCcHK6cH2LyDalVGRJ39FHBLXJ7oXG1UJtR9s7kgrzcvbi0ys/5ZbltzBzxUzeHvw2g5sOtndYpYqPj8fLy4uwsLDL4iR3bkEu57PPk5yTjLPZGXeTOw1cG+Dn6oejSf+b1xdKKZKSkoiPj6d5c+trlOmeIWqLgjzY+xO0G223vgeqys/Vj9kjZtPGrw0PrHqAJYeX2DukUmVnZ+Pv71+nk4BZmUnNSSUuNY6Y8zGczTqLm6Mbzbyb0cavDQHuAToJ1DMigr+/f4WPdG2aCERkpIgcFJFDIvJECcMfEpF9IrJLRFaKSP0tXHJktXETWedr7B1Jlfi6+vLFiC+IbBTJU+uf4p2t71BgLrB3WCWqq0kgpyCH0xmniTkfw/G042TnZxPgHkAbvzY0826Gl7NXnV02reoqs+5ttrsgIg7ALOBKIB7YIiJLlFL7io22A4hUSmWKyF3Am8B1toqpVtu1AFx9oeVQe0dSZR5OHnx85ce8uflNZu+dTUxyDG8MfANvZ927aWXlm/NJzUklOTeZrLwswGiO83P1w9PJU2/4tSqx5RFBT+CQUuqIUioX+B644OJ4pdQqpVSm5e1GIMSG8dRe2Smw/xfoOBEcL487dJ1MTjzV+yme6/McGxM2cu0v17Ll1BZ7h1WrvPLKK3Ts2JEuXboQHh7Opk2bLhhe2PRz69238t1v35GQkcDUMVMZ33c8U4dOZfLQyRzed7jWJ4HExERGjtSXFddmtkwETYDjxd7HWz4rza3A7yUNEJE7RGSriGxNTEysxhBrid0/QH4WREy3dyTV7uo2V/PVyK9wEAduXX4rb215i5yCHHuHZXf//PMPv/76K9u3b2fXrl2sWLGCpk2bYlZm0nPTOZl+kujz0eyO2822zdsYPmQ4LX1b4uboxvfffc+unbu4++67efTRR2s89vz8/AqNHxAQQOPGjdmwYYONItKqqlacSRKRG4BIYFBJw5VSnwGfgXH5aA2GVjN2zIHAjhAcYe9IbKJrQFcWXrWQd7a9wzf7vmFN/BoeiXyEQSGDasXe7Au/7GXfydRqnWaHYG+eu6pjqcMTEhJo2LAhLi4umJUZF28XcnJziD4fTYG5AJOY8HL24o8VfzB+zHiCPIIumUafPn146623AMjIyODee+9lz5495OXl8fzzzzN+/Hj27t3LzTffTG5uLmazmUWLFtG6dWveeecdvvzySwBuu+02HnjgAWJjYxk7dix79uwB4D//+Q/p6ek8//zzDB48mPDwcNavX8/UqVMZOHAg999/PxkZGbi4uLBy5Urc3d154oknWL16NTk5OcycOZN//etfAEyYMIG5c+fSr1+/av2dtephy0RwAmha7H2I5bMLiMgw4ClgkFKq/u0qntoDJ3fAyNehFmwUbcXdyZ2nez/N0GZDeW3za9z71730adyHR3o8Ui+rWw4ZNoTnXniOFq1a0GtgL0aMH0Gv/r3wcvbC29kbT2dPTGJi26ZtXH311SVOY9myZUyYMAEwmpmGDBnCl19+SXJyMj179mTYsGF88skn3H///UybNo3c3FwKCgrYtm0bs2fPZtOmTSil6NWrF4MGDcLPr+wic7m5uWzdupXc3FzatWvH/Pnz6dGjB6mpqbi5ufG///0PHx8ftmzZQk5ODv369WP48OE0b96cyMhInn5a919RW9kyEWwBWotIc4wEMAW4vvgIItIN+BQYqZQ6Y8NYaq8dc8DBGbrUj3PkfYL7sGjcIhYcXMCsqFlMXjKZIU2HcHuX2+nUsJNdYiprz726FN7olZ6XTlpuGpl5mcz9Yy5Rm6LY8fcOHv/X47z22mvccvOF9ZoSEhIICAi44LPCjXp6ejpRUVEA/PHHHyxZsoT//Oc/gHF57LFjx+jTpw+vvPIK8fHxTJo0idatW7N+/XomTpyIh4dR1HDSpEmsW7eOcePKLnt+3XXG3+jBgwdp3LgxPXr0AMDb27sohl27dvHDDz8AkJKSQkxMDM2bNycwMJCTJ09W4RfUbMlmiUAplS8i9wDLAQfgS6XUXhF5EdiqlFoCvAV4AgstTQTHlFK1swi/LeSkQ9Q8aDcW3BvYO5oa42RyYlr7aYxpPoa5B+Yyd/9c/vrtL3oE9eCaNtcwpNkQXBxc7B1mlSilyDPnkZGXUfTINxtt666OrjR0a4iXsxedr+rMjeNupF9kP77++utLEoGbm9sl14TPnTuX7t278+ijj3Lvvffy448/opRi0aJFtG3b9oJx27dvT69evfjtt98YPXo0n376aakxOzo6Yjabi95fPN/CxFHWMn/wwQeMGDHikmHZ2dm4ubmV+X3Nfmx6H4FSaqlSqo1SqqVS6hXLZ89akgBKqWFKqUZKqXDLo/4kAYBd8yEnBXr9y96R2IWvqy8zw2fyx+Q/eKj7Q5xIO8Fjax9j6MKhvLrpVbac2lJr70G4mFKK7Pxszmef50TaCWLOxxBzPoaT6SdJz0vH3cmdxp6NaePXhpa+LUmOT+ZE7ImicyRRUVGEhl56G0379u05dOjQJZ+LCC+99BIbN27kwIEDjBgxgg8++IDCkjE7duwA4MiRI7Ro0YL77ruP8ePHs2vXLgYMGMDixYvJzMwkIyODn376iQEDBtCoUSPOnDlDUlISOTk5/PrrryUua9u2bUlISGDLFuMqsLS0NPLz8xkxYgQff/wxeXl5AERHR5ORkVH0ulMn+xzxaeWrFSeL6yWlYNOn0Di8VvVLbA+ezp7c3Olmbup4ExtPbuSHmB9YFL2IeQfm0cC1AQNDBtIzqCc9g3rSyKORvcPFrMzkFuSSU5BDVn4WWflZZOdnY1bG3rSDyQEPJw/8Hf3xcPLAxcHlkpPi6enp3HvvvSQnJ+Po6EirVq347LPPLpnXmDFj+PTTT7ntttsuGebm5sbDDz/MW2+9xYcffsgDDzxAly5dMJvNNG/enF9//ZUFCxYwZ84cnJycCAoK4sknn6RBgwbMmDGDnj17AsbJ4m7dugHw7LPP0rNnT5o0aUK7du1KXH5nZ2fmz5/PvffeS1ZWFm5ubqxYsYLbbruN2NhYIiIiUEoREBDA4sWLAVi1ahVjxoyp9G+u2ZYuOmcvh1fBnAkw4RMIn2rvaGqdjLwM1p9Yz8pjK9lwYgOpucZVPU29mtK+QXvaNWhH2wZtaePXhkD3QExSsYPb/fv30759+1KHK6XIN+eTZ84jtyCXXHMuuQW5ZBdkk1uQW7TnLSK4Orji5uhW9HB2cK7Wq6H69+/Pr7/+iq+vb7VNs6YNHDiQn3/+udwT0lr1KOnvWxedq402fQIeAdBpkr0jqZU8nDwYETaCEWEjKDAXEH0+ms2nNhN1Jop9Sfv4I+6PonEdTY4EuQcR7BlMkEcQPi4+RVffeDh54GhyxEEcMIkJk5jILcglKC+IpKwkFIoCcwH5Kv+C5zxzHhfvJDmZnHBxdMHLyQsXBxdcHF1wcXCpcBKqqLfffptjx47V2USQmJjIQw89pJNALaaPCOzh1B74pB8M/jcMvqQEk2aF9Nx0os9Hcyj5ECfTT3Iy4yQJ6QmcyjxFWm4aGXkZZX7/3Q7vEtTcuDZfEBxMDjiYHHAURxxNxsPZ5IyTg1PRs603+JpWXfQRQV2w7m1w9oKed9g7kjrL09mTiEYRRDQq+Sa8fHM+6bnppOWlUWAuwKzMFCjj2dnBmYz4DNo2aIsgmMRUK25s0zR70Ymgpp2NMcpN93+gXl0yWtMcTY74uvri6+pb4vD9J/frEs2aZqGPdWva+v+Coyv0nmnvSDRN0wCdCGpW4kHYOQ8ibwbPgPLH1zRNqwE6EdSkFc+DsycMeMTekWi1gKdn+T3RLV68mBdffBGA559/vqiERHVN31o5OTkMGzaM8PBw5s+fX23TLUtCQgJjx46tkXlVRnm/b3JyMh999FHR+5MnT5ZaN8oaw4YN4/z584BR92ngwIEVrgRbGp0IakrsBji4FPo/CB7+9o5GqyPefPNN7r777hqf78UbmMI7laOioopqDpWnoKBqd4W/88473H777VWahj1dnAiCg4OL6jBVxvTp04um5+zszNChQ6stKetEUBPMZvjjafBuAr3vsnc02sV+fwJmj6nex+9Vvyw4OjoaFxcXGjZsWOZ4EyZMoHv37nTs2PGSu5MffPBBOnbsyNChQynsyyMqKorevXvTpUsXJk6cWLSXOXjwYB544AEiIyN57733iqZx5swZbrjhBrZs2UJ4eDiHDx9m5cqVdOvWjc6dO3PLLbeQk2MUDg4LC+Pxxx8nIiKChQsXsmzZMiIiIujatStDhxq972VkZHDLLbfQs2dPunXrxs8//1zici1atKjSHdp4enpWeNnvv/9+wsPD6dSpE5s3bwYuPQrr1KkTsbGxF8wrPT2doUOHEhERQefOnYuW54knnuDw4cOEh4fz6KOPEhsbW1RmIzs7m5tvvpnOnTvTrVs3Vq1aBcBXX33FpEmTGDlyJK1bt+axxx4rms+4ceOYN29e0fvC0t7VQSeCmrBtNpzcDkOfAyddeEuzzoYNG4iIKL+Pii+//JJt27axdetW3n//fZKSkgBjgxsZGcnevXsZNGgQL7zwAgA33ngjb7zxBrt27aJz585Fn8P/l5p++OGHiz4LDAzkiy++YMCAAURFRdGkSRNmzJjB/Pnz2b17N/n5+Xz88cdF4/v7+7N9+3aGDh3K7bffzqJFi9i5cycLFy4E/r9k9ubNm1m1ahWPPvpoUU2iQkePHsXPzw8XF6P4YHp6OjNnzqRbt25MnDiRpUuXsmfPHm699dYSf5PKLHtmZiZRUVF89NFH3HLLLSVOtySurq789NNPbN++nVWrVvHwww+jlOL111+nZcuWREVFFfUbUWjWrFmICLt372bevHncdNNNRUX+oqKiin7b+fPnc/y40b+Xn58fOTk5Reu3U6dORfWeqkpfP2draadhxQvQfBB0udbe0WglGfW6vSMoUUklqEvy/vvv89NPPwFw/PhxYmJi8Pf3x2QyFTXj3HDDDUyaNImUlBSSk5MZNMjoA+qmm27immuuKZqWNc0+Bw8epHnz5rRp06ZoGrNmzeKBBx64YBobN25k4MCBNG/eHIAGDYzLpUsrmV38BqiLl3337t0MGTKEWbNmsWLFCl577TXOnTvHv//97xJjrMyyT51qlHoZOHAgqampJCcnl/tbgFGO5Mknn2Tt2rWYTCZOnDjB6dOny/zO+vXruffeewFo164doaGhREdHAzB06FB8fHwA6NChA3FxcTRtanTtUljO29/fHwcHB5ydnUlLS8PLy8uqWEujE4GtLXsC8rNhzDuXdcczWvVzc3MjJSWlzHFWr17NihUr+Oeff3B3d2fw4MGXlI8uZM1Nc+WVmraGNeWqSyqZXdzF5bf79OlT9HrYsGEMGzasQjFZs+wXjyMi5ZbmBqMseGJiItu2bcPJyYmwsLBS14E1Co+CABwcHC44X3NxOe+cnBxcXV0rPa9CumnIlnb/AHt/hIGPQsNW9o5Gq2NKK0FdXEpKCn5+fri7u3PgwAE2btxYNMxsNhednPzuu+/o378/Pj4++Pn5sW7dOgDmzJlTtIdsrbZt2xIbG1sUW2nT6N27N2vXruXo0aMAnDt3DqDUktnFtWnT5pK2+IqozLIXnnhdv349Pj4++Pj4EBYWxvbt2wHYvn170bIUl5KSQmBgIE5OTqxatYq4uDgAvLy8SEtLKzG+AQMGFLXvR0dHc+zYsTITIxgJ9NSpU4SFhQGQlJREw4YNcXJysvZnKZU+IrCV83Hw64NGien+D9o7Gq0WyszMJCQkpOj9Qw89xEMPPVT0fuDAgUXtzYV7qy+//DLvvvtu0TiHDx/mk08+oX379rRt25bevXsXDfPw8GDz5s28/PLLBAYGFm3ovv76a+68804yMzNp0aIFs2fPrlDcrq6uzJ49m2uuuYb8/Hx69OjBnXfeecl4AQEBfPbZZ0yaNAmz2UxgYCB//vknzzzzTIkls4vz8PCgZcuWHDp0iFatKr4TVZlld3V1pVu3buTl5RX15zx58mS++eYbOnbsSK9evYqaw4qbNm0aV111FZ07dyYyMrKofLe/vz/9+vWjU6dOjBo1ipkz//8m0rvvvpu77rqLzp074+joyFdffXXBkUBJtm3bRu/evXF0NDbb1VraWylVpx7du3dXtV5ejlJfXKnUqyFKnYu1dzRaCfbt22fvEKxy3333qT///NPeYdjFjz/+qJ566qlKfdfDw6NC4w8aNEht2bKlUvOqKffdd59asWJF0fuJEyeqgwcPljhuSX/fGD1Dlrhd1U1D1U0pWPoIHN8EV70Lfpf2OqVp1nryySfJzMy0dxh2MXHixKJmEM24SqjwEtzc3FwmTJhQ4hFKZegy1NVt06fw+2PQ/yEY9py9o9FKUV7HNJpWl1W0DLU+IqhOe340rhJqOxqGPGPvaDRN06yiE0F1Ofg7/Hi7cXJ48hdg0j+tpml1g95aVYe9P8GCGyGoM1y/AJyrfi22pmlaTdGJoKo2fgILb4bgCLjhR3D1tndEmqZpFaLvI6is3ExY+ihEfQvtxhrNQbqOkKZpdZA+IqiMU7vhf1dC1FwY+Bhc+41OAlqVlNfXwODBg6nM1XLFa/qvXr0aHx8funXrRtu2bRk4cOAlN3JZq6q19aH0ZRo8eDBt27YlPDyc9u3bX1BRdfTo0aXWAHr11VeLXhev9FmW559/niZNmhAeHk6HDh0uqO5ZmnfffdeqS3qnTJlCTExMuePVBvqIoCJyM2H9O0Z3k24NYNoP0LpiNU+02ueNzW9w4NyBap1muwbteLzn49U6zfLk5+cX3XVa6OKa/gMGDCja+EdFRTFhwgTc3NyKrk+3Vmm19UuKoTLmzp1LZGQk586do2XLlsyYMQNnZ2eWLl16ybiFN0W9+uqrPPnkkxWe14MPPsgjjzxCTEwM3bt35+qrry6zbMO7777LDTfcgLu7e5nTveuuu3jzzTf5/PPPKxxTTdNHBNYwF0DUPPgwEta+BZ2uhpmbdBLQquSVV16hTZs29O/fn4MHD5Y7/pw5c0qslz99+nT69evH9OnTL/lOWTX9w8PDefbZZ/nwww8BSExMZPLkyfTo0YMePXqwYcMGANasWUN4eDjh4eF069aNtLS0C/a4v/rqK8aNG8eQIUMYOnRoqf0NZGVlMWXKFNq3b8/EiRPJysoqd5nT09Px8PDAwcEBMPo7OHv2LLGxsbRt25Ybb7yRTp06ceutt5KVlUV4eDjTpk0DjI5xbr/9djp27Mjw4cPLnV/r1q1xd3cv6qPgrrvuIjIyko4dO/Lcc8Y9Qe+//z4nT57kiiuu4IorrgCMaqp9+vQhIiKCa665hvT0dMBIuitWrKi2XsRsqrRbjmvro0ZLTOSkK7XlS6Xe7arUc95KfTpIqaPra27+ms3Yu8TE1q1bVadOnVRGRoZKSUlRLVu2VG+99Vap4w8aNEjddtttSiml1qxZozp27KiUUuq5555TERERKjMz85LvHDlyREVERBS9X7VqlRozZswF4+zYsUO1a9dOKaXU1KlT1bp165RSSsXFxRV9PnbsWLV+vfF3n5aWpvLy8tTRo0eLYpg9e7Zq0qSJSkpKUkop9e9//1vNmTNHKaXU+fPnVevWrVV6erp6++231c0336yUUmrnzp3KwcGhxLIOgwYNUm3atFGdO3dWrq6u6pNPPikaFhoaqhITE9XRo0eViKh//vmnaFjxshJHjx5VDg4OaseOHUoppa655pqimIp77rnnin73bdu2qf79+xcNK1ye/Px8NWjQILVz584LYlBKqcTERDVgwACVnp6ulFLq9ddfVy+88ELRNIYNG6a2bt16yXxtraIlJnTT0MWUgvgtsGOOcYNYbjoEd4Mr5xgnhfX9AVo1WLduHRMnTixqXhg3bly53ymtXv64ceMuKE1cyJr+DFSxygIrVqxg3759Re9TU1NJT0+nX79+PPTQQ0ybNo1JkyZdUCiv0JVXXllufwNr167lvvvuA6BLly506dKl1LgKm4YSExPp27cvI0eOJDT0wnItoaGhFxTZu1jz5s0JDw8HoHv37qVWM/3vf//L7NmziY6O5pdffin6fMGCBXz22Wfk5+eTkJDAvn37Lol548aN7Nu3j379+gFG6YfiJbML+w/o3r17qXHWBjoRAGSnQNzfEL0MopdDWgI4uUPHidBtOjTrrfsS0OyupHr5UHr9/4tr+pdkx44dRaUIzGYzGzduvKS+/RNPPMGYMWNYunQp/fr1Y/ny5ZeMUzwGZUV/A9YKCAggIiKCTZs2XZIIyuv34OK6/qU1DRWeI1iyZAm33norhw8fJiEhgf/85z9s2bIFPz8/ZsyYUeJvqZTiyiuvLPUk88X9B9RWNt29FZGRInJQRA6JyCWduIqIi4jMtwzfJCJhtowHMDb6xzbB1tlGmeiP+sLroTBvCuxeBE17woSP4ZFomPARhPbRSUCrdgMHDmTx4sVkZWWRlpZ2wZ5oaUqql1+W8mr679q1i5deeqmoPPLw4cP54IMPioZHRUUBRqnrzp078/jjj9OjRw8OHCj7xHpp/Q0MHDiQ7777DoA9e/awa9euMqcDRqnuHTt20LJly3LHdXJyIi8vr9zxSjNu3DgiIyP5+uuvSU1NxcPDAx8fH06fPs3vv/9eNF7xfgZ69+7Nhg0bivpmyMjIKOppDIy+Bqy5esnebHZEICIOwCzgSiAe2CIiS5RS+4qNditwXinVSkSmAG8A5feVVxnbvoY1b0Jq/P9/5uwFTXtAh/HGXn+zPuDobJPZa1pxERERXHfddXTt2pXAwEB69OhR7ndKqpdflpJq+q9bt45u3bqRmZlJYGAg77//ftEVQ++//z4zZ86kS5cu5OfnM3DgQD755BPeffddVq1ahclkomPHjowaNYqEhIRS51tafwN33XUXN998M+3bt6d9+/ZlNpdMmzYNNzc3cnJymDFjhlVNK3fccQddunQhIiKCV155pdzxS/Lss89y/fXXs3//frp160a7du1o2rRpUdNP4XxGjhxJcHAwq1at4quvvmLq1Knk5OQARp8Rbdq04fTp07i5uREUFFSpWGqSzaqPikgf4Hml1AjL+38DKKVeKzbOcss4/4iII3AKCFBlBFXp6qMHl8GeRRDYHgI7GM8+TXWbfz1VX6qP/vTTT2zbto2XX37Z3qHUO//973/x9vbm1ltvrfF5V7T6qC3PETQBjhd7Hw/0Km0cpVS+iKQA/sDZao+m7UjjoWn1yMSJE0lKSrJ3GPWSr69viZf01kZ14mSxiNwB3AHQrFkzO0ejabYzc+bMouv3C91///3cfPPNlZ7mbbfdVtWwtEqoyjqrabZMBCeApsXeh1g+K2mceEvTkA9wye6LUuoz4DMwmoZsEq1W76hifQHXFrNmzbJ3CFodV5nmfls2kG8BWotIcxFxBqYASy4aZwlwk+X11cBfZZ0f0LTq4urqSlJSUqX+aTSttlJKkZSUdMnlveWx2RGBpc3/HmA54AB8qZTaKyIvYtzhtgT4HzBHRA4B5zCShabZXEhICPHx8SQmJto7FE2rVq6uriXe9FcW3WexpmlaPaD7LNY0TdNKpROBpmlaPacTgaZpWj1X584RiEgiEFfJrzfEFjer2YdeltpJL0vtpJcFQpVSJZajrXOJoCpEZGtpJ0vqGr0stZNeltpJL0vZdNOQpmlaPacTgaZpWj1X3xLBZ/YOoBrpZamd9LLUTnpZylCvzhFomqZpl6pvRwSapmnaRXQi0DRNq+fqTSIor//k2k5EYkVkt4hEichWy2cNRORPEYmxPPvZO86SiMiXInJGRPYU+6zE2MXwvmU97RKRCPtFfqlSluV5ETlhWTdRIjK62LB/W5bloIiMsE/UlxKRpiKySkT2icheEbnf8nmdWy9lLEtdXC+uIrJZRHZaluUFy+fNLf26H7L08+5s+bx6+n1XSl32D4zqp4eBFoAzsBPoYO+4KrgMsUDDiz57E3jC8voJ4A17x1lK7AOBCGBPebEDo4HfAQF6A5vsHb8Vy/I88EgJ43aw/K25AM0tf4MO9l4GS2yNgQjLay8g2hJvnVsvZSxLXVwvAnhaXjsBmyy/9wJgiuXzT4C7LK/vBj6xvJ4CzK/MfOvLEUFP4JBS6ohSKhf4Hhhv55iqw3jga8vrr4EJ9guldEqptRhlxosrLfbxwDfKsBHwFZHGNRKoFUpZltKMB75XSuUopY4ChzD+Fu1OKZWglNpueZ0G7MfoOrbOrZcylqU0tXm9KKVUuuWtk+WhgCHAD5bPL14vhevrB2CoVKK3pfqSCErqP7msP5TaSAF/iMg2S9edAI2UUgmW16eARvYJrVJKi72urqt7LE0mXxZroqsTy2JpTuiGsfdZp9fLRcsCdXC9iIiDiEQBZ4A/MY5YkpVS+ZZRisd7Qb/vQGG/7xVSXxLB5aC/UioCGAXMFJGBxQcq49iwTl4LXJdjt/gYaAmEAwnA23aNpgJExBNYBDyglEotPqyurZcSlqVOrhelVIFSKhyje9+eQDtbz7O+JAJr+k+u1ZRSJyzPZ4CfMP5AThcenluez9gvwgorLfY6t66UUqct/7xm4HP+v5mhVi+LiDhhbDjnKqV+tHxcJ9dLSctSV9dLIaVUMrAK6IPRFFfYo2TxeIuWRcro97089SURWNN/cq0lIh4i4lX4GhgO7OHCPp9vAn62T4SVUlrsS4AbLVep9AZSijVV1EoXtZVPxFg3YCzLFMuVHc2B1sDmmo6vJJZ25P8B+5VS7xQbVOfWS2nLUkfXS4CI+FpeuwFXYpzzWIXRrztcul6q3u+7vc+S19QD46qHaIz2tqfsHU8FY2+BcZXDTmBvYfwYbYErgRhgBdDA3rGWEv88jEPzPIz2zVtLix3jqolZlvW0G4i0d/xWLMscS6y7LP+YjYuN/5RlWQ4Co+wdf7G4+mM0++wCoiyP0XVxvZSxLHVxvXQBdlhi3gM8a/m8BUayOgQsBFwsn7ta3h+yDG9RmfnqEhOapmn1XH1pGtI0TdNKoROBpmlaPacTgaZpWj2nE4GmaVo9pxOBpmlaPacTgaaVQkT8i1WuPFWskmW6iHxk7/g0rbroy0c1zQoi8jyQrpT6j71j0bTqpo8INK2CRGSwiPxqef28iHwtIutEJE5EJonIm2L0HbHMUvoAEekuImssRQOX15bKnZoGOhFoWnVoiVEmeBzwLbBKKdUZyALGWJLBB8DVSqnuwJfAK/YKVtMu5lj+KJqmleN3pVSeiOzG6ARpmeXz3UAY0BboBPxpKRXvgFGmQtNqBZ0INK3qcgCUUmYRyVP/f+LNjPE/JsBepVQfewWoaWXRTUOaZnsHgQAR6QNGyWQR6WjnmDStiE4EmmZjyuge9WrgDRHZiVEds69dg9K0YvTlo5qmafWcPiLQNE2r53Qi0DRNq+d0ItA0TavndCLQNE2r53Qi0DRNq+d0ItA0TavndCLQNE2r5/4PFf7Jf4YJvrIAAAAASUVORK5CYII=\n",
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAj4AAAEWCAYAAABmJZ1qAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAABqWElEQVR4nO3dd3hUZfbA8e+Z9B4SQkISIJQUQm+hd6SJgCKKBXuXteLquq7rqr9de2HtawURxbKKIqAoRUGl1xB6TQg9vWfe3x93wgZIIEAmk5DzeZ55JnPvnfeeOzcwJ28VYwxKKaWUUvWBzdUBKKWUUkrVFE18lFJKKVVvaOKjlFJKqXpDEx+llFJK1Rua+CillFKq3tDERymllFL1hiY+9YyINBWRHBFxc0LZT4jIx9VdbhXO21dENldjeS65jtMRESMirc7xvdeIyA/VHVNdICIbRWSAq+NQStUemvjUciJyg4isF5E8EUkXkTdFJPgs3r9LRIaUvTbG7DHG+BtjSp0ScOVxDBARuyPpyhGRfSIyU0S6nW/ZxphfjDHx1RHnmZx0HdkisllEbqyJc1eFiMQ4kiT3sm3GmOnGmKGujMtVjDFtjDELXR2HUqr20MSnFhORB4FngYeAIKAH0Az4UUQ8XRnbOUozxvgDAVjXkgL8IiKDnXXC8glANSq7jkDgYeA/IpLohPOoc+Sk+66UugBo4lNLiUgg8A/gT8aYucaYYmPMLuAKIAa41nHcEyLyhYh85qiBWCUiHRz7pgFNgW8dNRR/PrlGQEQWisjTIrLUccy3IhIqItNFJEtElotITLm4XhWRvY59K0Wk79lem7HsM8Y8DryLldyVlZ8gIj+KyFFHbcoV5faNFJFkx3Wmishkx/YBIrKv3HG7RORhEVkH5IqIu4j0cFxjhoisLd/8ISLNRWSRo9wfgYZncR1fA8eARBHxEpFXRCTN8XhFRLzKxygij4rIYUeM15SLYaGI3FLu9Q0i8mtF5xWRi0VkteMe7BWRJ8rtXux4znDcz54nlyUivRz3NdPx3OukOJ4SkSWOz+MHEanw8xCRhiLyneMzPSoiv4iIzbGviYh8JSKHROSIiLxW7n03icgmETkmIvNEpFm5fUZE7hCRrY5yXxcRcexrKSI/O8o77PgdDS733oru+/Eaz9PdH6VU/aGJT+3VC/AGviq/0RiTA3wPXFRu8xjgcyAE+AT4WkQ8jDETgT3AJY7mrecqOdcEYCIQBbQEfgM+cJS3Cfh7uWOXAx3LnetzEfE+98vkK6CziPiJiB/wo6PcRo643pD/1aa8B9xujAkA2gI/n6bcq4CLgWAgHJgNPO2IezLwpYiEOY79BFiJlfA8BVxflcBFxCYilzrOsR74K1ZNVkegA5AEPFbuLRGOc0Q5zvGOiJxLE10ucJ3jvBcDd4rIWMe+fo7nYMc9/+2kmEOwPospQCjwEjBbRELLHXY1cCPWPfDE+rwq8iCwDwjD+owfBYxY/ce+A3ZjJelRwKeO849xHHeZ432/ADNOKncU0A1oj5XoDysLH/gXEAm0BpoAT5z03uP33RhTctK+M90fpVQ9oIlP7dUQOFzBf94A+zmxVmKlMeYLY0wx1heZN9Z/8FX1gTFmuzEmE5gDbDfGzHec+3OgU9mBxpiPjTFHjDElxpgXAS/gfPrXpGF9oQVjfeHtMsZ84Ch/NfAlMN5xbDFWzUqgMeaYMWbVacqdYozZa4zJx6od+94Y870xxm6M+RFYAYwUkaZYX7J/M8YUGmMWA9+eIeZIEckADmMlhRONMZuBa4AnjTEHjTGHsGrsJp703rLzLMJKQK7gLBljFhpj1juuZR1W4tC/im+/GNhqjJnm+IxnYDU5XlLumA+MMVscn91MrEShIsVAY6CZo0byF2Mt/peElZw8ZIzJNcYUGGPKapzuAP5ljNnk+P36J9CxfK0P8IwxJsMYswdYUHZ+Y8w2Y8yPjs/vENbv+snXXf6+n6wq90cpdYHTxKf2Ogw0lIr7KjR27C+zt+wHY4wd66/wyLM414FyP+dX8Nq/7IWITHY0U2Q6vvyDqGLTUCWiAANkYPVf6u5o4shwlH8NVk0JwDhgJLDb0TTV8zTl7i33czNg/Enl9sH6HCOBY8aY3HLH7z5DzGnGmGBjTIgxpqMx5lPH9siT3rubE+9DRec5m/sEgIh0F5EFjmakTKxkoqr34OQYy+KIKvc6vdzPeZS7/yd5HtgG/CAiO0TkEcf2JsDuSpL2ZsCr5e7DUazE94znF5FwEflUrGbOLOBjTr3uvVTuTPdHKVUPaOJTe/0GFGI1CRwnIv7ACOCncpublNtvA6KxalLASiqqhVj9ef6MVUvRwBgTDGRifXGdq0uBVY6EYC+wyJFUlD38jTF3AhhjlhtjxmA1wXyNVRtRmfLXvReYdlK5fsaYZ7Bqzxo4mtnKND3Ha0nD+mIvX05audcVnadsfy7gW25fBJX7BJgFNDHGBAFv8b97cKb7fXKMZXGknuF9pzDGZBtjHjTGtABGAw+I1VF9L9C0kqR9L1ZzZfl74WOMWVqFU/4T6/raGWMCsWryTv7dO931n+n+KKXqAU18ailHs9M/gH+LyHAR8RCrk/FMrBqdaeUO7yIilzm+aO7DSph+d+w7ALSoprACgBLgEOAuIo9jjWw6K2KJEpG/A7dg9fkAq19InIhMdFyvh4h0E5HWIuIp1nw0QY4mvSzAXsVTfgxcIiLDRMRNRLzF6mwcbYzZjdXs9Q/HOfpwYrPP2ZgBPCYiYY4OwY87zl1e2Xn6YjXtfe7Yvga4TER8xZqv5+bTnCcAOGqMKRCRJKw+OWUOYX0uld3z77E+46sdnX+vBBKxPvuzIiKjRKSVo/NxJlDqOPcyrITyGUffLW8R6e1421vAX0SkjaOMIBEZX1H5FQgAcoBMEYnCGu14Nqpyf5RSFzhNfGoxR2fkR4EXsL7o/8D6i3mwMaaw3KHfAFdijS6aCFzmSA7A6gz6mKNpobJOqlU1D5gLbMFqJijg9E0LJ4sUkRysL6/lQDtggDHmB7BqEIChWJ2a07CaPJ7F6kcE1rXtcjRz3IHVDHZGxpi9WB3AH8VKDPZifWmW/f5fDXTHanb5OzD1LK6pvKexkqh1WJ2dVzm2lUnHukdpwHTgDmNMimPfy0ARVqL6kWN/Ze4CnhSRbKwv7+M1X8aYPOD/gCWOe35CXy9jzBGshOtB4AhWDd4oY0z5ptOqigXmY93P34A3jDELjDVH1CVAK6zO9fuwfj8xxvwX655+6riPG7BqMKviH0BnrCRrNid1/K+CM90fpVQ9IFZfRFVXiTWUuZUx5lpXx6IqJ9bw+Y+NMdEuDkUppeo1rfFRSimlVL2hiY9SSiml6g1t6lJKKaVUvaE1PkoppZSqN+rcQn4NGzY0MTExrg5DKaXqlJUrVx42xoSd+UilLmx1LvGJiYlhxYoVrg5DKaXqFBE504zkStUL2tSllFJKqXpDEx+llFJK1Rua+CillFKq3tDERymllFL1hiY+SimllKo3nJb4iMj7InJQRDZUsl9EZIqIbBORdSLS2VmxKKWUUkqBc2t8PgSGn2b/CKzVnWOB24A3nRiLUkoppZTz5vExxiwWkZjTHDIGmGqsNTN+F5FgEWlsjNnvjHimr13I3G2L8PbwIsw7kii/pkQHNCXUJxA/Lzf8vNzx9XTDz9MdPy93PN21FbBOKSmCnHTISoOcA1CU+79HSQGIzXrY3MDmAV4B4BMM3sHWs38E+IWBTe+7UkpdyFw5gWEUsLfc632ObackPiJyG1atEE2bNj2nky3evYLV2V8icuLaZPbiQOwFUZQWRFOaH01pQTSU+uHn6UaIvychfl6E+nnSwNeThv6eNA7yJqqBL9ENfIhq4EOgt8c5xaPOUWkxpK+D1FVwcBMcSoHDWyH34PmXbfOAwMYQGA2hLaBhPITFQ8M4CG6mSZFSSl0A6sTMzcaYd4B3ALp27XpOq6q+PXoypfYHOZafy7aju9iesYtdWbvYlbWDnVmbOVgwH4NVdKhHcxq6tcevtA2l+TEcyCogZX8Wh3OLKCqxn1BuoLc7LRv5kxARQHx4AHERAbSPDsbfq058tLWfMXBgA2yZC9sXQupKKMm39nkFQaMEiBsGQdEQ0BgCoyAgHDz9wdPPerj7AAbsJWAvBXsxFGZDfgYUZED+MchOh8x9Vo1R5j7YMg9Wf/y/ONx9ILwNRHWGqC7WI6SlJkNKKVXHOHV1dkdT13fGmLYV7HsbWGiMmeF4vRkYcKamrq5duxpnLFmRU5RD8pFk1hxaw9K0paw9uJYSU0KYTxgjmo9gVItRJIQkcCS3iH3H8kk9lk9qRh57juax9UAOmw9kk5FXDIBNIDEykK7NQkhqHkKvlqEE+3pWe8wXtPT1sOYTSP4GslKtbRHtoVkvaNIdmiRZSY6I82LIO2rVJh3eDIc2Q9oaSFsNxbnWfq8gK47mfaF5Pys+m5vz4lHqPIjISmNMV1fHoZSruTLxuRiYBIwEugNTjDFJZyrTWYnPyXKKcliStoTZO2bzS+ovlNhL6BjWkRva3sDAJgOxyYl/6RtjOJRdyKb0bFbuPsbynUdZvfcYBcV23GxCt5gGXJQYwch2ETQO8nF6/HVScb6V7Kz4AA6st5qeYodC/AjrOSDc1RFaNUaHNls1T6krYfdSKzEC8A6CZn2g5UCrFir43JpllXIGTXyUsjgt8RGRGcAAoCFwAPg74AFgjHlLRAR4DWvkVx5wozHmjBlNTSU+5WUWZvLdju+YljyN1JxUYgJjuLvj3QyLGYacpsahqMTO+tQMfk45yI/JB9hyIAcR6BcbxhVdmzAksRFe7lpDQN5RWP4u/PE25B2Gxh2g00RoOw58Q1wd3Zllp8POX2DXYtixCDIca0E2agPxwyFuuNU0prVByoU08VHK4tQaH2dwReJTpsRewvzd8/nP+v+w5dgW2oe157Huj9E6tHWV3r/rcC5frdrH5yv3sT+zgPBAL27p04Krujetn32CSgph2Tuw+HkoyITYYdD7HmjW27lNWM52eBtsmQOb58Ke38CUgn84JI6BNpdZTXXaN0jVME18lLJo4nMOSu2lzNo+i1dXvUpGYQY3tb2JOzrcgadb1frxlNoNi7ce4j+Ld7B0+xGCfDy4pU9zbu3XAm+PelIrkDIb5j0Kx3ZBqyEw5B8QcUqLaN2Xfwy2/WT1Vdr6gzW0PjAKEsdCu3EQ2bluJ3mqztDERymLJj7nIbMwk+eXP88327+hTWgbXhzwIlH+UWdVxpq9Gbz28zbmbzpAVLAPfxmZwMXtGp+2Ca1OyzsKcx6G9TOhUSIMfRpaDXZ1VDWjMNuqBdr4FWybD6VFEJYAHa+BDhPAv5GrI1QXME18lLJo4lMNftrzE3/79W+ICM/3f55ekb3OuozfdxzhH98ms2l/Fj1bhPL8+PZEN/B1QrQutPVH+OZuyDsC/f4MfR8At3o6D1J+BiR/Daunw75lIG5Wh+iO11jP9fVzUU6jiY9SFk18qsnerL3cu/Bedmbs5MneT3JJy0vOuoxSu+HT5Xv41/cpAPz9kkQu7xJd92t/7HarH8/Cf1odfi99Cxq3d3VUtcehLbDmY1j7qTXrtF8YdL4Out5kzU+kVDWoKPFZuXJlI3d393eBtuii1erCYQc2lJSU3NKlS5dTZrfVxKcaZRdlc++Ce1mevpxHkh7hmtbXnFM5e4/mMfnztfyx8ygj2kbw/PgOdbfzc0EWfH0npHwH7SfAJa+Ahw7nr1BpCWz/CVZ+aE3YCBA/EpJuheb9tS+QOi8VJT5r166dFRER0TosLCzLZrPVrS8DpSpht9vl0KFDQenp6ckdOnQYffJ+zfCrUYBnAG8NeYtBTQbxzLJn+HzL5+dUTpMQX2bc2oNHRybwQ/IBLn19CbsO51ZztDUgaz+8Pww2z4Hhz1g1PZr0VM7N3WrmumoG3LMGet1jzRM0dQy8ngR/vAOFOa6OUl1Y2mrSoy40NpvNhIWFZWLVZJ66v4bjueB5unnyQv8X6BvVl6d+e4rZO2afUzk2m3Bbv5ZMuymJQzmFjH7tVxZvOVTN0TrRke3w/lDI2APXfgk97tQai7PRoBlc9A94YBOMfctaVHXOQ/ByG/jpScg+4OoI1YXBpkmPuhA5fq8rzHE08XECDzcPXh74Ml3Cu/C3JX9jzcE151xWr1YN+XZSHyKDfbjpw+V8sya1+gJ1liPb4YOR1sro139rzWSszo2HN3S8Cm79GW6eby2N8ctL8Epb+GaSNYu0UkqpKtPEx0m83Lx4ecDLRPhFcO+Ce0nLSTvnspqE+PL5HT3p0qwB9322hmm/767GSKvZsd3w0WhrIdAbZluLeqrq0aQbXDkN/rTS6vy8/gurCeyTK2HXEmtBV6WUUqeliY8TBXsH89rg1yguLebBhQ9SXFp8zmUFeHvw0U1JDIpvxN++3sAbC7dVY6TVJPew1R+lKBsmfg2NqjajtTpLoS3h4hfh/o0w4FHYtxw+HAnvD4et8zUBUnXKww8/HNGqVas2cXFxiQkJCYk///yzX0XH3XTTTU3mzJnjD5CUlBQfExPTNj4+PrFt27atly5dWus7D6alpbn37ds31tVxKE18nK5FUAv+0fsfbDiygX+v+fd5leXt4cZbE7swukMkz83dzLu/7KimKKtBcT7MmADZ++GaL3W4ek3wC4UBD1sJ0MgXIHMfTB8H/xkIKd9rAqRqvfnz5/vNmzcveP369clbtmxJXrBgwZYWLVoUnXxcenq628qVK/1GjBhxvHf/1KlTd2zevDn51ltvPTh58uQan/ehuPjs/pCNjIwsCQ8PL/7hhx8qTOxUzamjY6TrlouaXcT4uPF8sOEDekT0oFfU2U9wWMbDzcZLV3SgxG7n6dmb8PNy56okF68Cbow1ZH3fCrjiI6tJRtUcDx9ryHvn62HtDPj1Jfj0KghvC/0mQ+sxujaYOqOHvljbZEt6drXOmhoXEZD3/OUd9la2PzU11SMkJKTEx8fHADRu3LikouM+/vjjBoMHD86qaF+/fv1yp0yZEgGQlZVlu/nmm5umpKT4lJSUyF//+te0a6+9NmPFihXeN954Y/Pi4mKx2+18+eWX29u1a1f4xBNPhE+fPr0hwMSJEw89/vjjBzdv3uw5atSo2K1bt24EePzxx8NzcnLcXnrppbSkpKT4tm3b5i1btsx/3LhxRwcNGpR93333Nc3Ly7N5enqaxYsXbw4ICLDffffd0UuWLAkoKiqSW2+99eBDDz10GGDs2LEZU6dODR06dGgdHKZ74dD/DWvIQ90eokVQC/7+29/JLT6/33l3NxuvXNmJ/nFhPPrf9cxae+79h6rF0n/Dxv/CkL9bC3Eq13D3hC7Xw6SVcOnb1iKwn98Ab/SAtZ9Z8wQpVYuMHTs2Ky0tzTMmJqbttdde23T27Nn+FR23dOlS/65du1b4H+e3334bOGLEiAyARx99tPHAgQOz1q9fv+mXX37Z/Nhjj0VnZWXZ/v3vf4fdddddB1JSUpLXrVu3qXnz5kW//PKL7yeffBK6cuXKTStWrNg0derUsCVLlpyxyayoqEg2bNiw6S9/+cvBa665puUrr7yyZ/PmzcmLFi3a7O/vb3/llVcaBgUFlW7YsGHT2rVrN3300UdhKSkpngC9e/fOXbZsWYXXqGqO1vjUEB93H/7R6x9cN+c6pqyawl+6/+W8yvN0t/HWtV24/oNlPPDZGhr6e9KrZcNqivYs7PoV5j8BrS+B3vfV/PnVqdzcrbW/2o23lsVY/AL89zZY/Bz0fwTaXga2erIYrqqy09XMOEtQUJB9w4YNyXPnzg346aefAq6//vqWjz/++L577rnnSPnjDhw44BEeHn5C5n7ddde1KC4ulry8PNuqVauSARYuXBg4b9684LIaoMLCQtm2bZtnz549c1944YXG+/bt85wwYcKxdu3aFS5cuNB/5MiRGYGBgXaAiy+++NiCBQsCxo8fn3G6mK+66qqjAOvWrfNu1KhRcf/+/fMAQkJC7ADz588PTElJ8Z01a1YDgOzsbLfk5GTvhISEosjIyJKDBw9WbTVr5TRa41ODOjbqyISECcxImcHaQ2vPuzwfTzfevb4rzRv6cce0lWw7WMOT2+UegS9ugpDmMOYNnaentrG5QdtxcMcSuGIauHnCV7fAm71g49fWUiJKuZi7uzujRo3Kfvnll9Oef/75PV9//XWDk4/x9va25+fnn/B9NXXq1B179+5dP378+CO33357UwBjDF988cW2lJSU5JSUlOT9+/ev79y5c8Edd9xx9Jtvvtnm4+NjHzVqVOysWbMCThOPsZf7t1FQUHDCeQMCAk77D8cYIy+++OKeshhSU1PXX3bZZVkAeXl54uXlpf/wXEwTnxp2b+d7aeTbiKd/f5pSe+l5lxfo7cH7N3TD093GTR8u50hOYTVEWQXGwLf3QP4xGP8heAfWzHnV2bPZIHG0lQBd/j4YO3x+PbzdD1Jmaydo5TJr1671Wr9+vVfZ69WrV/tER0ef0rk5Pj6+YMuWLV4nb7fZbLz00kupa9as8Vu9erX3wIEDs1588cXwssSlrOkqOTnZs3Xr1oWPPfbYwWHDhmWsWbPGZ+DAgTnff/99cHZ2ti0rK8v2/fffNxg4cGB2dHR0ydGjR93T09Pd8vPzZd68eUEVxd6+ffuCgwcPeixatMgX4NixY7bi4mIuuuiizDfffDOssLBQANatW+eVlZVlA9iwYYN3XFxcfjV8dOo8aOJTw/w8/HigywOkHE1h1vZZ1VJmkxBf/nNdVw5kFXD7tJUUlpx/QnVGaz6x1t8a9BhEtHP++dT5s9msGqC7fodL34HiXPj0amsU2NYfNQFSNS4rK8vtuuuua96yZcs2cXFxiSkpKT7PPvvsKZ0WR48enblo0aIKa2n8/f3NnXfeeeBf//pX+DPPPJNWUlIiCQkJia1atWrz2GOPRQF8/PHHIXFxcW0SEhISN23a5HP77bcf6dOnT97VV199pHPnzq27dOnSeuLEiYd69+6d7+XlZR588MH93bp1a923b9+4Vq1aFVR0Xm9vbzN9+vTt99xzT9P4+PjEAQMGxOXl5dnuv//+wwkJCQXt2rVrHRsb2+bWW29tVlxcLAA//vhjwPDhwzOr8zNUZ08XKXUBYwzXzrmW/Tn7+e7S7/D1qJ6BFN+tS2PSJ6uZ2KMZT42tcImS6pGVBq8lWUPWr/9W+4vUVaUl1iiwRc9B5h6IToKBj0KLAdpseQGqZJHSXR06dDjsqpjORpcuXeLnzZu3rWHDhjXwl51zdO3aNX7OnDnbwsLC6uw11CVr165t2KFDh5iTt2uNjwuICA91fYhD+Yf4YOMH1VbuqPaR3N6vBdN+382XK/dVW7mnmPNna2bmMa9p0lOXublD54nWTNAXv2TNAzRtLHx4sTUTtFK1yPPPP79v+/btdbZjcFpamvu99957QJMe19PEx0U6NurIRc0uYurGqWQUZFRbuQ8Ni6dHixAe/e96NqY5oUY15XvY9C30/zOEtKj+8lXNc/eEbjfDPathxHNwZJs1E/TUMbDnD1dHpxQAgwYNyu3evXud7R8TGRlZMnHixAxXx6E08XGpuzrcRX5JPlOTp1Zbme5uNv59VWca+Hpy58eryMw792UyTlGUZ9X2NEqEXvdUX7mqdvDwhu63wz1rYOjTkL4B3h8K0y6zJqdUSqkLgCY+LtSqQSuGxQxj+qbpHCs4Vm3lhgV48fo1ndmfmc/9M9dgt1dTP67fXoPMvdY6UW4e1VOmqn08faHXn+C+dTDkH5C2Gt4dDNOvsH5WSqk6TBMfF7ujwx3kl+Tz0caPqrXcLs0a8LdRifyccpB3f62GNb2y9sOvL1szMzc79yU3VB3i6Qd97rMSoEF/g71/wDsDYMbVsH+dq6NTSqlzoomPi7UMbsnQmKF8tvkzcoqqdwLCiT2aMbxNBM/N3czavRnnV9jPT4O9xKoBUPWLV4C15td962DgX63Zut/uC59NhAMbXR2dquN8fX07nemYadOmBU+ePLkxwAMPPBD5+OOPh1dn+VWVn58vvXr1iktISEj8z3/+c8pEi86we/duj4EDB7aqiXOdizN9vocPH3Z75plnwspe79q1y2P48OHn3EG0V69ecYcOHXIDKCgokK5du8af7YKxmvjUAje0uYGc4hy+2vpVtZYrIjwzrh2NAry459PV5BSe41pNB5JhzXSr/0dI82qNUdUh3kFWp/b71kH/h2H7AmsW6M9vgIMpro5OXcBeeumliAcffPBQTZ/35C/UpUuX+gKkpKQk33rrrVXqn1BScn5r5P3zn/8Mv/nmm+vElAMVOXLkiNt7773XqOx1TExM8dy5c8+5GeKqq6468sILL4SBNZdS//79s959992QsylDE59aoG3DtnQJ78LHmz6mxF69C0kG+3ry6lWd2Hs0j799veHcCln4T/D0hz4PVGtsqo7yCbbm+7lvHfSdbE1++EYP+PIWOLzV1dGpC8y6deu8PD097ZWt3F5myJAhLdu0adO6VatWbV544YUTFi68+eabm7Rq1apNz54949LS0twBli5d6tOhQ4eEuLi4xIsuuqhlWS1CUlJS/E033dSkbdu2rZ9++unjNUupqanuN954Y/P169f7JiQkJG7cuNHrm2++CWjdunViXFxc4vjx42Py8/MFICoqqt2dd94ZlZiY2Pr9999v8MUXXwQmJia2jo+PT+zZs2ccWCvJjx8/PqZdu3atW7dunfjxxx8HV3Rds2fPbjBu3LhzGqLr6+vb6Wyv/cYbb2ySkJCQGBsb22bBggW+cGotW2xsbJvNmzefMLVAZmamrWfPnnGJiYmt4+Lijl/Pgw8+GL13716vhISExNtvvz168+bNnrGxsW3AWsLj8ssvj4mLi0ts3bp14rfffhsAMGXKlNChQ4e27Nu3b2yzZs3a3nHHHdFl55kwYULGV199FVr2+vLLL8/49NNPzyrx0UVKa4nrE6/nngX38OPuHxnRfES1lt0tJoR7B8fx8vwt9I1tyGWdo8/8pjL71zqGrz8Mvmf1u6UudL4hMPhv0OMuWDoFlr0D67+w+oH1fQAad3B1hOpsfH13Ew4mV89sqmUaJeYx9vXzWvx0wYIF/u3bt88703HTp0/fFR4eXpqTkyOdOnVKvPbaa49FRESU5ufn27p27Zr73nvv7Z08eXLjRx55JHLq1Kl7brjhhuYvv/zynosvvjjnvvvui3z44Ycj33///b3wvxXYy5cfFRVV8sYbb+x+8cUXwxcsWLAtLy9PBg8eHP/DDz9sbt++feGll14a8/zzz4c9/vjjBwFCQ0NLkpOTN6Wlpbl37tw5ceHChSkJCQlFBw4ccIP/rST/+eef7zp8+LBb165dW48ePTqrbNFUgJSUFM+goKASHx8fA1ZyMWnSpOgVK1b4R0dHF95yyy2HW7RoUfj888+Hz5w5c/fJn8m5XHt+fr4tJSUlec6cOf633XZb861bt1apPdvX19c+e/bsbSEhIfb9+/e7d+/ePeHqq6/OePHFF/eNGjXKJyUlJRmgfML07LPPNhIRtmzZkrx69WrvkSNHxm7fvn0DQHJysu/atWuTfXx87K1atWo7efLkA61atSoOCwsrLSoqkvT0dLeIiIjSbt265a9bt86vKjGW0RqfWqJ/k/7EBMYwdWP1DW0vb9KgViQ1D+FvX29g5+Hcqr9xwb+sJo4edzklLnUB8AuFi/4B966DPvfD9p+tdcA+Hge7l7o6OlXH7d+/3yMsLOyMVeHPPvtseHx8fGKXLl1ap6ene2zcuNEbrPW8brnllqMAN91005Fly5b5HzlyxC07O9vt4osvzgG49dZbj/z+++/+ZWWVrcB+OmvXrvWOjo4ubN++fSHADTfccOTXX389vqzGdddddwxg4cKFfklJSdkJCQlFAOHh4aWO7YEvv/xy44SEhMQ+ffrEl60kX/4ce/fu9QgJCTl+7cuXL/cZPHhw1qZNm5Lvvvvug6+88kr4dddd12Lo0KFZFcV4Ltd+9dVXHwUYMWJETk5Oju3w4cNVmqXWbrfLfffdFx0XF5c4cODAuIMHD3ru27fvtJUrS5cu9Z84ceIRgE6dOhVERkYWrV+/3hugT58+WaGhoaW+vr6mVatWBdu3bz++VltoaGjJnj17PMFa5NbDw8McO3asyvmM1vjUEjaxMSFhAs8se4aNRzbSJrRNtZbvZhNeubIjI179hXtmrObLO3vh6X6G35P9a2HLHBj4mNW8odTp+IfBkL9bI8GWvwu/vQEfjIAmPaDvgxB7kS6FUZudZ82Ms/j4+NgzMzNP+1313XffBSxatChgxYoVKQEBAfakpKT4k1dzLyNV+B080wrsVVGFVdz54osvtnXo0KHSlaV9fX3thYWFx69jyJAhx/9qHTt2bPbYsWOzzyamqlz7yceIyCkr1pctwFre22+/HXLkyBH39evXb/Ly8jJRUVHtKrsHVeHp6Xl8HhY3NzdTtt5Z2fl9fX2PB1RcXCy+vr5VnrdFa3xqkdEtR+Pj7sPMzTOdUn5ksA/PXd6e9amZvPjD5jO/Ycmr4BkASbc6JR51gfIOshKd+9bDiOchKxU+GQ9v9bWawkqrtx+burC1adPmhL/2K5KRkeEWFBRUGhAQYF+9erX32rVrjzd92O12PvjggwYAH374YWhSUlJ2aGhoaWBgYOncuXP9Ad57773Qnj17ntWw2g4dOhSkpqZ6btiwwQtg6tSpoX379j0lERkwYEDusmXLAlJSUjwBypq6KltJvrx27doVpqamnvMyHedy7TNmzGgAMG/ePP+AgIDS0NDQ0piYmMI1a9b4Afz666++qampp9yPzMxMt4YNGxZ7eXmZb7/9NiAtLc0TICgoqDQ3N7fCXKN37945H3/8cQhYfbn279/v2b59+woXhS1/TYcOHfKIj48vBEhPT3cLDg4u8fLy0sSnLgrwDGBk85F8v+N7Mguds4DvsDYRXN29KW8v3sGSbacZKHB0J2z8L3S9QWt71Lnx9IXut1lLYYx9E0oL4cub4dUO8OsrkF99k3aququgoMAWHh7evuzxxBNPnDBUfdiwYTkbN270LV/j8PLLLzcu/55x48ZllpSUSIsWLdo89NBDUR06dDheM+Lj42NftmyZX2xsbJvFixcH/Otf/9oP8MEHH+x8+OGHo+Pi4hLXrVvn88wzz5yyKvzp+Pr6mrfeemvX+PHjW8bFxSXabDYmT558ysizyMjIkilTpuy69NJLW8XHxydeeumlLQAqW0m+vMDAQHvTpk0Ly5Krs3Uu1+7t7W1at26dOGnSpGZvv/32LrCa7Y4dO+bWqlWrNq+++mqjZs2anZKc3HLLLUfXrl3rFxcXl/jRRx+FNm/evAAgIiKitEuXLjmxsbFtbr/99hM6mP75z38+aLfbJS4uLvHKK69s+fbbb+8q689UmV9//dW3U6dOuR4e1iS6c+bMCRwyZMhZfWE6dXV2ERkOvAq4Ae8aY545aX9T4CMg2HHMI8aY709X5oWwOvvpJB9J5srvruThbg9zbeK1TjlHflEpF//7F3ILS5h7bz8a+FXwB8XsB2HlR9bIncBIp8Sh6hm7HbbOg9/fgJ2LwcMXOl4N3e+AhrGuju6CV5dXZ7/xxhubjBkzJuNsm3YuBFOnTg1esWKF75QpU84qMQNrVFdeXl6Vp1tPSkqKf+GFF/b269fvjJ3JXeXGG29sMnbs2IwxY8ZkAwwdOrTlCy+8sK+sr1V5Nb46u4i4Aa8DI4BE4CoRSTzpsMeAmcaYTsAE4A1nxVNXJIYm0q5hOz7f8jnOSkp9PN2YMqETR3OLeOSrdaeeJ/cIrP4YOlypSY+qPjYbxI+A67+FO36FNpfBqqnwWlf4+HLYPEebwVSFnnzyyf2VNZdc6K677rqMmJiYIlfHUVu0bds2vyzpKSgokNGjR2dUlPScjjN/kZKAbcaYHcaYIuBTYMxJxxgg0PFzEHDWGe2F6LLYy9iRuYMNh89x3p0qaBsVxEPD4pm38QCfLj+pT+Oqj6CkAHpOctr5VT0X0Q7Gvg73b4QBj0L6OpgxAV5pBwv+CZn7XB2hqkWaNGlScs011zin/b8OeOCBB86pVu5sansAli1btrk21/YAPPjgg8c/C29vbzNp0qQjZ1uGMxOfKKD8N+o+x7byngCuFZF9wPfAnyoqSERuE5EVIrLi0KEan7yzxg2LGYaXmxffbP/Gqee5pU8L+rRqyJPfJrP9kKNvm70UVrwPzftBo9ZOPb9S+DeCAQ9bCdCVH0N4Iix6zkqApl8BKd9D6dlNR6+UUqfj6qrDq4APjTHRwEhgmoicEpMx5h1jTFdjTNewsLBTCrnQBHgGMLjpYL7f+T2FpWdVg3dWbDbhxSs64O1h495PV1NUYoctc60V2LvpSC5Vg9w8oPUlcO2XcO8aa5bw/Wvg06vgxXiYPRn2Lgcn9klUStUPzkx8UoEm5V5HO7aVdzMwE8AY8xvgDTREMbbVWLKLslmwZ4FTzxMe6M0z49qzITWLF3/cbM2+GxgF8SOdel6lKtUgxpoR+v6NMGGGVfu4ehq8NwSmdLKawg4kaxKklDonzkx8lgOxItJcRDyxOi/POumYPcBgABFpjZX4XPhtWVWQFJFEhF8EX2/72unnGtYmgquSmjL/l19hx0LoeiO46dyWysXcPCBhJIz/ECZvgTGvQ3BTqynszZ7w787w4+NWTZD9vOebU0rVE077djPGlIjIJGAe1lD1940xG0XkSWCFMWYW8CDwHxG5H6uj8w3GmePr6xA3mxujWozigw0fcCT/CKE+oWd+03n426jWzNr0IiXFNnLiJxDs1LMpdZa8g6DTtdYjOx1SZkPKd/Db69ZEmwGNodUQaDkIWgzQdeWUUpVyah8fY8z3xpg4Y0xLY8z/ObY97kh6MMYkG2N6G2M6GGM6GmN+cGY8dc2I5iMoNaXM3z3f6efydTNc7v4LC+ydefiHA04bSq/UeQuIgG43w8T/wkPb4NJ3ILobJM+CL26E51rAfwbBz09bNZiFZzUhr3Khk1cBP1lSUlL84sWLz3oh1d27d3sMHDiwFVjLWwQEBHRs3bp1YkxMTNuuXbvGz5gxI+hc4t21a5fH8OHDW5zLe8tUdk1RUVHt9u/ff0rlxHPPPRf22muvVfiX8LRp04JXrlzpfaayz9UjjzwSUZXjevXqFVe24ntt5OrOzeo0YoNjaRnUku93nnZOx+qxZR7u+Ycp7XhNxUPclaqNfBpY801dOQ3+vANu/hEGPAI2d/jlRZg6Bp5pai2a+v2fYcOX1qzkmthfsIqLTx0F+M9//jP85ptvPj4MumvXrjmbNm1K3rVr14YpU6bsmTx5ctNvvvkm4JQ3nkFMTEzx3Llzd1Qlhury5z//+VBFQ7iLi4v5+uuvg9etW3fK0hdVdaa4p0yZ0rgq5Vx11VVHXnjhhVo7Ekk7ctRiIsLw5sN5fc3rpOemE+FXpWT73KyeBv4RDB09kd5HV/Lkt8kkNQ+hZZj/md+rVG3g5g5NkqzHgEegINPq/7P3d9jzu/U7vuxt61ivQAhvY80nFN7WmrohpAX4htbehVSLHNOreFbbH/An+NuSvzXZdmxbtRbeqkGrvKd6P3Xav6IefvjhiM8++6xhaGhocWRkZFGnTp1OO4/MBx98EHrbbbfFlJaWyjvvvLNz4MCBeQ888EDkjh07vPbs2eMVFRVV+O233+4s/57Zs2c3eOWVV04eXANAr1698h966KG01157rdGYMWOy09LS3G+88cZmZWtkvfTSS3uGDh2aO3v2bP8HH3ywKVj/Ny9dujTl4MGD7qNGjYrdunXrxilTpoR+/fXXDfLy8mylpaXy008/bb355pubpqSk+JSUlMhf//rXtGuvvTYjJydHJkyY0Dw5OdmnZcuWBQUFBZX+wv3jH/+I+PnnnwO9vLzMjBkzdrRt27bwgQceiPT39y998sknDyQlJcW3bds2b9myZf4XX3zxsfnz5wf//vvvAc8++2zjL7/8cjtYa2/dfffdzbKzs93eeuutXcOHDz+hCvS7774L+Pvf/x4ZFBRUumPHDu9du3ZtGDJkSMv9+/d7FhYW2u64444DkydPPnzXXXdFFRYW2hISEhLj4uLyZ82atfONN94IefPNN8OLi4ulc+fOuVOnTt3t7u7OhAkTMnr16pXw7LPPpp/uXrqKJj613IjmI3h9zevM2zWP69tc75yTZO2HrT9A73uxuXvw4viODH91Mfd+upqv7ux95lXclaqNvIMgdoj1AGs+oAMbYP9aSN8A6ethzSdQVO57wCsQQppbSVBQE6vvUEA4+EdYTWx+Da2Fe23V8G/CboeibCjIspK03IOQc8jxfKDczwethV7zj8Hof0Pn687/3LXEL7/84vvf//43ZP369cnFxcV07Ngx8UyJT35+vi0lJSV5zpw5/rfddlvzrVu3bgTYunWr9x9//JHi7+9/QnVeSkqKZ1BQUMnp1oBKSkrKmzJlSgTA7bff3uSBBx44MGzYsJytW7d6Dhs2LHbHjh0bX3zxxYgpU6bsHjp0aG5mZqbN19fXfvDgwRPK2bhxo++6des2hoeHl06aNClq4MCBWZ9//vmuw4cPu3Xt2rX16NGjs1566aUwHx8f+44dOzb+8ccfPr179z55RYPjgoKCSrZs2ZL82muvhf7pT39qsmDBgm0nH1NUVCQbNmzYBLBt2zbvUaNGZd54443HF8IrKSmR9evXb/rss8+Cnnzyycjhw4dvObmM5ORk39WrV29MSEgoApg+ffqu8PDw0pycHOnUqVPitddee+yNN95I/fDDDxulpKQkA6xatcr7iy++CFmxYkWKl5eXufbaa5u+9dZboZMmTToSFhZWWlRUJOnp6W4RERGllV2fq2jiU8s1C2xGYmgic3fOdV7is+FLMHboeA0AEUHePDuuPbdPW8mLP27mLyN0IkN1AXDzgMhO1qOM3Q7HdsKRbXB0x/8eaWusDtSllawU4BkAXgHgHWitOebmATYPq9bJ5g7iBvZiK9myl1jPpUXWo9CR7BSdZtkpd2/wawT+YVYC1qQ7BEWdGHs1O1PNjDMsWLDAf+TIkRkBAQF2gKFDh2ac6T1XX331UYARI0bk5OTk2A4fPuwGMHz48IyTkx6AvXv3eoSEhJx2LZTyfRqXLFkSuHXr1uPNRTk5OW6ZmZm2Hj165EyePLnJFVdccfSqq6461rJly1OGEvbt2zcrPDy8FGDhwoWB8+bNCy5LqAoLC2Xbtm2ev/76q/8999xzEKB79+75cXFxlSZ6119//VGAW2+99ehjjz3WpKJjrrrqqqOnu7bx48cfA+jVq1fuQw89VOFK7+3bt88tS3oAnn322fDZs2cHA6Snp3ts3LjROyIiIrf8e+bOnRuwYcMG3w4dOrQGa7HZRo0aHf+cQ0NDS/bs2eMZERGRf7r4XEETnzpgRMwIXlz5Inuz9tIksMLf/fOzfqb1H2q5hSLLhri/s3gH/WPD6NVKp1dSFyCbDUJbWo+TGWPVsuQcsEaS5RyA3MNW4lKYZT0KsqAo10pu7CVQnG8lOabUkQh5WImQh4/12t3TqlXyCrSSJq9ARwIVBH5h4B9uJTtegbW3yc3F5KTPpey1n59fhXMa+Pr62gsLC09bRbd8+XLfVq1aFYCVBK1atWqTr6/vCUnUP//5z/SxY8dmfvPNN0F9+/ZNmD179lZfX98Tzln+tTGGL774YluHDh3OeRZaW7maRRGpsMaqLGmsjLe3twFwd3entLS0wl+q8nF/9913AYsWLQpYsWJFSkBAgD0pKSk+Pz+/oomFZfz48Udef/31CpsQCwsL5eTPp7bQxKcOGBYzjBdXvsicXXO4rf1t1Vv4oS1W1f+wf52y62+jWvPHziPcP3NN5au4K3WhErGGxfuG6PItTjJo0KCcm266Kebpp5/eX1xcLD/++GPw9ddff9q53GbMmNHgkksuyZ43b55/QEBAaWho6GmbUtq1a1dY1l+nIn/88YfP888/H/nGG2/sAujTp0/Wv/71r0ZPPfXUAYClS5f69OrVK3/jxo1eSUlJ+UlJSfkrV6703bBhg3dSUlKltTUDBw7MevHFF8M//PDDPTabjSVLlvj07t07v0+fPjnTp08PGT16dPby5cu9t2zZUmm/qqlTp4b885//TH/vvfcadOrUKbey48r4+/uXZmVlnVc7bEZGhltQUFBpQECAffXq1d5r1671K9vn7u5uCgsLxcvLywwfPjzrsssua/Xoo48eiIqKKjlw4IBbZmamW1xcXJHdbufQoUMe8fHxzlt64Dxo5406oLF/Yzo36sycnXOqv/D1M0Fs0HbcKbt8Pd2Pr+L+4Odrsdt1JIxSqvr06dMn79JLLz3atm3bNkOGDIlt3779Gb/cvb29TevWrRMnTZrU7O233951puMDAwPtTZs2LdywYYNX2bYVK1b4lw1nv+uuu5o+//zze8pW/H7nnXf2rlq1yi8uLi6xZcuWbV577bUwgOeee65RbGxsm7i4uEQPDw9z+eWXn3bR1GeeeSatpKREEhISElu1atXmscceiwKYPHnywdzcXLcWLVq0+etf/xqVmJhY6TUfO3bMLS4uLvGNN94InzJlyhmbIq+55pqjU6ZMiWjdunXixo0bvc50fEXGjRuXWVJSIi1atGjz0EMPRXXo0OF4fNdcc82h1q1bJ44ePbp5ly5dCh577LHUwYMHx8XFxSUOGjQobu/evR4Av/76q2+nTp1yPTw8ziUEp5O6Nl9L165dzYoVK1wdRo2bvmk6zyx7hu8u/Y5mgc2qp1BjYEpHaNAcrvu60sOm/raLx7/ZyEPD4rnbmgpDKVXHiMhKY0zX8tvWrl27q0OHDue08nddMnXq1OAVK1b4TpkyJc3VsdQHN954Y5OxY8dmlCWTrrJ27dqGHTp0iDl5u9b41BGDmgwC4Kc9P1Vfoakr4dguaH/FaQ+b2KMZl3SI5MUfNrN02wX/f6RS6gJz3XXXZcTExFTSU11Vt7Zt2+a7Ouk5HU186ojG/o1JDE2s3sQn+Wurw2XCxac9TER45rJ2tAjz555PV5OeWVB9MSil1EkmTpzYNCEhIbH849VXXz2vdXseeOAB/authjz44IO1+rPWzs11yJCmQ5iyegoHcg8Q7lfprO5VY4w1xX+LAdaIkjPw83LnzWs6M+b1Jfxpxio+ubUHHm6aNytVx9ntdrvYbLZa1edh2rRpe1wdg6rb7Ha7ABWOKtNvrjpkcNPBACzYu+D8C0tfBxm7IXF0ld8SGx7Avy5rx/Jdx3hubsr5x6CUcrUNhw4dCnJ8SSh1QbDb7XLo0KEgYENF+7XGpw5pEdyCmMAY5u+Zz4SECedXWPIsa5K1+NM3c51sTMcoVuw6xn9+2Unnpg0Y0a5KS7copWqhkpKSW9LT099NT09vi/4hrC4cdmBDSUnJLRXt1MSnjhncdDAfbvyQzMJMgrzOaUFhy6ZZENMb/M6+2fyxUa1Zn5rJAzPX0izUj8TIwHOPQynlMl26dDkIVL3aV6kLgGb4dcyQZkMoNaUs2rfo3As5mAKHt0Drc/v/zsvdjXcmdiHIx4Nbp67gcE6tnKNKKaWUOsUZEx8ReU5EAkXEQ0R+EpFDInJtTQSnTtUmtA3hvuHM3z3/3AvZNAsQaH3JORfRKNCbd67rwuGcQu76eBVFJbVyZnKllFLqBFWp8RlqjMkCRgG7gFbAQ84MSlVORBjUdBBL05aSX3KOa78lz7IWPQyIOK9Y2kcH89zl7Vm26yiPf7OBujYZplJKqfqnKolPWT+gi4HPjTGnnaZbOd+AJgMoLC1k2f5lZ//mozvgwPrzqu0pb0zHKO4e2JJPl+/lgyW7qqVMpZRSylmqkvh8JyIpQBfgJxEJA3QGOxfqFt4NX3dfFu5bePZv3uxY76v1qGqL58GL4hnWJpynZiczZ/3+aitXKaWUqm5nTHyMMY8AvYCuxphiIA8Y4+zAVOU83DzoHdWbxXsXn33z0pZ5EJYADWKqLR6bTXh1Qic6NQnm3s/WsGLX0WorWymllKpOVenc7AvcBbzp2BQJdK38Haom9I/uz8H8gyQfTa76mwqyYPcSiB1a7fF4e7jx7vXdiA724eaPVrDtYE61n0MppZQ6X1Vp6voAKMKq9QFIBZ52WkSqSvpG90UQFu09i2HtOxaAvQTihjslphA/Tz68MQkPN+H695dxMFtbRJVSStUuVUl8WhpjngOKAYwxeYBOb+5iId4hdAjrwMK9C6v+pi0/WOtyNenurLBoGurL+zd041heEde9t4yMPF0QWSmlVO1RlcSnSER8AAMgIi0BnbGuFujfpD+bjm7iQO6BMx9st8PWH6DlYHBz7oTd7aODeXtiF3YcyuX695eRXVDs1PMppZRSVVWVxOfvwFygiYhMB34C/uzUqFSV9I/uD8Di1MVnPnj/asg9CHHDnByVpW9sGK9f05mNaVnc/OEK8opKauS8Siml1OlUZVTXj8BlwA3ADKzRXQudG5aqilbBrYjyj6paP58tPwACrYY4Pa4yFyWG8/KVHVmx+yi3T1tJQXFpjZ1bKaWUqkhVRnX1A9oA2UAWkOjYplxMROgf3Z/f9/9+5lmct86D6G7g17BmgnO4pEMkz45rzy9bD3PX9FWa/CillHKpqjR1PVTu8TfgW+AJJ8akzkL/Jv0pLC3kj/1/VH5Q9gFIWw1x1T+MvSrGd23C/13alp9TDnLLR9rspZRSynWq0tR1SbnHRUBb4JjzQ1NV0S28G34efqcf3bXNsaBpbM3076nINd2b8cL4Dizdfpgb3l9OTqEmP0oppWpeVWp8TrYPaF3dgahz4+HmQa/IXized5pZnLf/DH6NIKJdzQZ3ksu7RPPqhE6s3HOMa979g8w8He2llFKqZlWlj8+/RWSK4/Ea8AuwyvmhqarqH92fQ/mHKp7F2W63Ji5sORDE9dMvXdIhkjev6cymtCyufOc30jN1kkOllFI1pyo1PiuAlY7Hb8DDxphrq1K4iAwXkc0isk1EHqnkmCtEJFlENorIJ1WOXB132lmc09dB3hFoOajmA6vE0DYRvHdDV/Ydy+fSN5awOT3b1SEppZSqJ6rSx+ejco/pxpglVSlYRNyA14ERQCJwlYgknnRMLPAXoLcxpg1w39legDrDLM7bf7aeWwyowYjOrG9sGJ/d3oNSu+Hyt5aydPthV4eklFKqHqg08RGR9SKyroLHehFZV4Wyk4Btxpgdxpgi4FNOXdX9VuB1Y8wxAGPMwXO9kPqu0lmct/8M4W0hIMI1gZ1Gm8gg/nt3bxoHeXP9+8v4enWqq0NSSil1gTtdjc8o4JIKHmXbzyQK2Fvu9T7HtvLigDgRWSIiv4tIhatnishtIrJCRFYcOnSoCqeufwZEDwBg0b5yzV1FubDnd6t/Ty0VFezD53f0okuzBtz32Rr+NWcTpfZKOmkrpZRS56nSxMcYs/t0j2o6vzsQCwwArgL+IyLBFcTyjjGmqzGma1hYWDWd+sLSMrilNYtz+cRn91KwF9eq/j0VCfLxYOpN3ZnYoxlvL9rBDR/o4qZKKaWcoyqjunqIyHIRyRGRIhEpFZGsKpSdCjQp9zrasa28fcAsY0yxMWYnsAUrEVJnSUQY0GQAf+z/43+zOG//Gdy8oGlP1wZXBZ7uNp4a25ZnLmvHHzuOMvq1JaSkV+XXTCmllKq6qozqeg2rNmYr4APcgtVp+UyWA7Ei0lxEPIEJwKyTjvkaq7YHEWmI1fS1oyqBq1P1j7Zmcf497Xdrw/afoVkv8PBxbWBnYUJSU2bc1oOC4lIufX0pM5fvrXx+IqWUUuosVWkCQ2PMNsDNGFNqjPkAqLAvzknvKQEmAfOATcBMY8xGEXlSREY7DpsHHBGRZGAB8JAx5si5XIiCruFd8fPws5q7MlPhUEqtb+aqSJdmDfjuT33o1DSYP3+5jns/XUN2gU52qJRS6vy5V+GYPEeNzRoReQ7YT9UTpu+B70/a9ni5nw3wgOOhzlPZLM6L9i3C7t3Sukm1uGPz6TQK9Gbazd15c+E2Xp6/lTV7M/j3VZ3o0CTY1aEppZSqw6qSwEx0HDcJyMXqtzPOmUGpczegyQAO5x8mefsc8G0Ijdq4OqRz5mYTJg2K5bPbrPl+xr25lJd+3EJRid3VoSmllKqjqpL4dMGqnMkyxvzDGPOAo+lL1UJ9o/piExsLD6+B5n3Bdi7LsdUuXWNC+P6evozuEMmUn7Yy+rVf2ZCa6eqwlFJK1UFV+Va8BNgiItNEZJSIVKV5TLlIA+8GdAiOY7FbKTTv5+pwqk2QrwcvXdmR/1zXlSO5RYx9fQkv/bCZguJSV4emlFKqDqnKkhU3Aq2Az7FGd20XkXedHZg6d/09Qtnk5Ul6RN1t5qrMRYnh/Hh/P6v25+dtDHtlMQs364TfSimlqqaqnZSLgTlYy06sBMY6MSZ1ngZkHgVgcc4u1wbiJMG+nrx0ZUc+vrk7biLc8MFy7pi2krSMfFeHppRSqparygSGI0TkQ6x5fMYB7wK1b+EnZbHbabFnBdHizcJ9FazWfgHpE9uQOff15aFh8SzccpDBLy7ipR+3kFNY4urQlFJK1VJVqfG5DmuiwXhjzA3GmO8dc/So2uhgMpJ3hAGhbflj/x/kFee5OiKn8nJ34+6Brfjx/v4MSmjElJ+2MuD5hXz8+25KSnX0l6r7CopLSc3IZ92+DA5mF7g6HKXqvDN2VDbGXFUTgahqsnMxAP3jLuPjpSv4ff/vDGpa9yYxPFtNQnx5/ZrO3LLnGP/8fhOPfb2B95fs5L4hcVzcrjFuNnF1iEqdIK+ohP2ZBaRnFrA/s4D9GfmkZxVwOKeQIzlFx5+zy9VgPj22Ldf2aObCqJWq+3SE1oVm52IIaUGXFsPxX/5PFu1bVC8SnzKdmjZg5u09+TH5AM/P28w9M1bz6vwt3DM4llHtIzUBUjUmM7+YvUfz2H0kj91Hc9l7NJ/0zHwrycksIDP/1NnIG/h6EBbgRUN/L9pFBxPq50lYgBehfp409PciMTLQBVei1IVFE58LSWkJ7F4CbS/Dw82D3lG9WbR3EXZjxyZ1fz6fqhIRhraJYEjrcL7fsJ8pP23l3k/X8OpPW7mtbwvGdorC28PN1WGqC0B2QTFbDuSw/WAOu4/msvtInpXsHM0jI+/ExCbEz5PIYG+iG/jSLSaExsHeNA7yJiLQh8hgb8IDvfX3UqkaoInPhSR9LRRmQUxfwJrFed6ueaw/vJ4OYR1cHFzNs9mEUe0jGdm2MXM3pvPaz9t45Kv1PDdvM9f2aMbEHs0IC/BydZiqDigoLmXbwRy2HMhm84FstqRns+VADqnlRhK62YToBj40DfHl4naNaRbqS9MQX5qG+NE01Bd/L/3vVqnaoNJ/iSKyHqh0WWxjTHunRKTOnaN/T9nEhf2i++Eu7vy056d6mfiUsdmEke0aM6JtBL/vOMp7v+7g3z9v5a2F2xndMZKJPZrRPjoIEW0Gq+9KSu3sOpJnJTjp2cefdx3Jxe7439DTzUbLRv50i2nANRFNiQ8PoFUjf6KCfXB3qz81q0rVVaf7E2SU4/lux/M0x/M1zgtHnZediyGsNfg3AiDQM5Ckxkn8tPsn7u98f73/YhcRerYMpWfLUHYezuWDJTv5fMU+vli5j4SIAK7o2oRLO0XRwM/T1aEqJzPGkJqRz5YD2aSkWzU4mx1NVkWO0YA2gZhQP+LCAxjVIZL48ADiI/yJCfXTBEepOkysBdJPc4DIamNMp5O2rTLGdHZqZJXo2rWrWbFihStOXbuVFMEzTaHzdTDyueObZ26eyVO/P8WXo78krkGcCwOsnbIKivl2bRozl+9l7b5MPN1sXNQmnMs6RdEntiFe7trnoq47lF14Yg3OgWy2Hsg5Yb6nyCBv4iICiA8PIC48gPgIqxbnQupzIyIrjTFdXR2HUq5WlUZnEZHexpgljhe9qOKMz6oGpa6AkvxT1uca1HQQT//+ND/t+UkTnwoEentwTfdmXNO9GZv2Z/HZ8r18vSaV2ev2E+DtztDECEZ1aEzvlg3xdNdf+9osq6CYrQey2Zyec0KicyS36PgxDXw9iI8IYFznKOIjAomP8Cc2PIBAbw8XRq6UqklVqfHpArwPBDk2ZQA3GWNWOTe0immNTyUWPmM9Ht4JPg1O2HXdnOvIK87ji9FfuCi4uqWoxM6SbYf5bt1+fkhOJ7ughCAfDwYnNGJgQiP6xYYR5KtflK5yQkfj9P91Nk7L/N/kfn6ebsSGB5AQ8b8anLjwABr6e9bbJl+t8VHKUpUJDFcCHUQkyPE60+lRqbO3czE07nBK0gMwuOlgXljxAnuz99IkoIkLgqtbPN1tDHQkOYUlbfl162Fmr9vPgs0H+Wp1Km42oUvTBgxICKNfbBitGwfq/EBOUFhSyq7DeWw9aI2g2uKowamoo3FS85ATmqqign2w6T1RSlWgKjU+4cA/gUhjzAgRSQR6GmPeq4kAT6Y1PhUoyoNnm0H3O2DoU6fs3pe9jxFfjWBy18lc3+Z6FwR4YSi1G9buy2BBykEWbD7IhtQsAAK83UmKCaF7ixB6tAglsXGgdn49CwXFpew4lMvWg9nHa3K2Hsxh95E8Sh0ZTvmOxmUJjnY0Pjta46OUpSp9fD4EPgD+6ni9BfgMcEnioyqw9w8oLYLm/SvcHR0QTUJIAvN3z9fE5zy42YTOTRvQuWkDHhwaz8GsAn7bcYTfdxzlj51H+CnlIAA+Hm60jQqkfXQw7aOD6BAdTLNQ33rbxAJgtxv2ZxWw+3Auu47ksftILjsO57L1QDZ7juYdr8FxswnNQn2JbeTPyLaNiQ33J7ZRAC3C/C6ojsZKKdepSuLT0BgzU0T+AmCMKRGRUifHpc7GzsVgc4emPSo9ZHDTwbyx5g0O5R0izDesBoO7cDUK9GZMxyjGdIwC4GBWAb/vPMrqPcdYty+Tj3/fTWGJNTQ6wMudVuH+xDUKsL7MwwOIC/cnItD7gkmIsguK2Z9ZQGpGPvuO5Z+Q5Ow+mkdRyf8WjfV0s9E01JfEyEBGd4witpE/seH+NG/opyPplFJOVZXEJ1dEQnFMZigiPQDt51Ob7FwMUV3Ay7/SQ4Y2G8rra17nh90/cE1rnYrJGRoFejO6QySjO0QCUFxqZ8uBbNbty2TT/iy2HMhm/qYDfLZi7/H3+Hm6Ed3Al+gGPo6H9XNksA8NHWs0ubqmI6+ohCM5RRzJLeJITiFHcos4mFVAakYB+zPz2Z9RQFpG/gmLaQJ4uduICfWjeUM/BiY0IibUj5hQX5o19CMi0Fv7RSmlXKIqic8DwCygpYgsAcKAy50alaq6gkxIWwV9HzztYS2CWxDXII65O+dq4lNDPNxstIkMok1k0Anbj+QUsvVgDlsPZLP9UO7xGpJlO4+ekjwA+Hu5E+rvSaifJyF+Xvh7ueHn5Y6/lzu+nu74OV672wR3N8HNZsPdJrjZBDcRSo2hpNRQYrdTXGooKbVTbLee84pKySksIaegxHou9/OxvCKO5BSRX1xxBW+onyeNg71pGupLz5ahNA7ypnGwD5FB3kQ18CE8wFs7GCulap2qjOpaJSL9gXhAgM3GmFOXFVausfs3MPZT5u+pyIjmI3h11auk5aQR6R9ZA8GpioT6exHq70WPFqGn7MvML2bfsTzSMgqO164czil01LgUsu9YHnlFpeQ6kpTCcs1H58rdJgR4u+Pv7Y6/lwcBXu409PcktpE/IX6ejnitxCvU3+v4iuGurolSSqlzcbq1ui6rZFeciGCM+cpJMamzsesXcPOC6KQzHjosZhivrnqVebvmcWPbG2sgOHW2gnw8CPI5tZaoMiWldnKLSskrKqGk1FBqN5TYy57tlNoNNhE83Gy4uwkeNuu57GcfTze83G0XTD8jpZQ6k9PV+Fxymn0G0MSnNti5CJokgYf3GQ9tEtCEdg3bMWfnHE18LhDubjaCfGwE+eiEikopVRWVJj7GGP1mrO3yjkL6ehj4WJXfMjxmOM+veJ5dmbuICYpxXmxKKaVULVSlmb9E5GIR+bOIPF72cHZgqgp2/WI9V6F/T5lhMcMQhLm75jopKKWUUqr2OmPiIyJvAVcCf8Lq3DweaObkuFRV7PwFPPwgqnOV3xLuF07n8M7M3amJj1JKqfqnKjU+vYwx1wHHjDH/AHoCusx3bbBzMTTrCW5n179jRMwItmduZ/PRzU4KTCmllKqdqpL45Due80QkEigGGjsvJFUl2elwePNZNXOVGRozFHebO7O2z3JCYEoppVTtVZXE5zsRCQaeB1YBu4AZToxJVcVOR/+emL5n/dYG3g0YED2A73Z8R7Fdp2RSSilVf5wx8THGPGWMyTDGfInVtyfBGPO3qhQuIsNFZLOIbBORR05z3DgRMSKiKwdX1a7F4BUEjTuc09vHthrL0YKj/LLvl2oOTCmllKq9qtK5+W5HjQ/GmELAJiJ3VeF9bsDrwAggEbhKRBIrOC4AuBf44+xCr+d2LoaYPmA7t9lze0f1pqFPQ77e9nX1xqWUUkrVYlVp6rrVGJNR9sIYcwy4tQrvSwK2GWN2GGOKgE+BMRUc9xTwLFBQhTIVwLHdcGzXOfXvKeNuc+eSFpfwy75fOJJ/pPpiU0oppWqxqiQ+blJuPntHTY5nFd4XBewt93qfY9txItIZaGKMmX26gkTkNhFZISIrDh06VIVTX+COz99z9v17yhvTagwlpoTZO0778SullFIXjKokPnOBz0RksIgMxurYfN6TwIiIDXgJOP2y4oAx5h1jTFdjTNewsLDzPXXdt/MX8G0IYa3Pq5iWwS1p17AdX2//GmNMNQWnlFJK1V5VSXweBn4G7nQ8fgL+XIX3pQJNyr2OdmwrEwC0BRaKyC6gBzBLOzifgTFW/57mfcFWpYm3T2tsq7FsPbaV5CPJ1RCcUkopVbtVZVSX3RjzljHmcuA24DdjTGkVyl4OxIpIcxHxBCYAxyeOMcZkGmMaGmNijDExwO/AaGPMinO6kvriyHbITjunYewVGdF8BD7uPsxI0RkKlFJKXfiqMqproYgEikgIsBL4j4i8fKb3GWNKgEnAPGATMNMYs1FEnhSR0ecbeL21c5H13Lx/tRQX4BnA6JajmbNzDscKjlVLmUoppVRtVZW2kiBjTBZwGTDVGNMdGFyVwo0x3xtj4owxLY0x/+fY9rgx5pQpg40xA7S2pwp2LoKASAhtWW1FToifQJG9iC+3flltZSqllFK1kXtVjhGRxsAVwF+dHI86HXsp7FgECaPgfwPtzlurBq3oHtGdmZtnckObG3C3VeXXQqkLV7G9mEN5h0jPTedw/mEyizLJLMwkoyCDjMIMMosyySnKoai0iMLSwhMexfZiBMEmNgRBRBAEN3HD2937+MPHzcd6dvch0DOQIK8ggryCTvg5yDOIBt4NCPYKxu0c5+xSSp2oKt9wT2I1Vy0xxiwXkRbAVueGpSqUtgYKMqDlwGov+qqEq7hv4X0s2ruIwc2qVKGnVJ2WU5TD7qzd7Mzaye6s3ezK3EVqTioHcg9wKP8QhlNHOpYlKcFewfh7+hPgGUCoWyjebt54unni5eaFu80dg8EYc8JzqSmloKTAepRaz1l5WeSX5JNVlEVWYRYlpqTCWG1io4FXAx7o+gCjW2pPAaXOxxkTH2PM58Dn5V7vAMY5MyhVie0/W88tBlR70f2b9KexX2M+SflEEx91QTHGkJqTSsrRFDYd3cTmo5vZdHQTB/MOHj/GJjYi/SKJDoimV1QvIvwiiPCNIMIvgoY+DQn2CibIKwhvd2+nxplXkkdmoVW7lFmUSUZhBkfzj3Kk4AhH8o/Q2E/Xh1bqfJ0x8RGROOBNINwY01ZE2mONvnra6dGpE+1YYK3N5dew2ot2t7lzRfwVvLrqVbYe20psg9hqP4dSNaGgpIANhzew5tAaVh9czZqDa8gqygKsBKdFUAu6RXSjVXArmgc2p1lgM5oGNsXTrSrzsjqPiODn4Yefhx+R/pEujUWpC1lVmrr+AzwEvA1gjFknIp8AmvjUpMJs2PsH9JzktFOMix3H22vf5sONH/J/ff7PaedRqjoVlBSw6sAqftv/G6sOrCL5aDIldqvJqHlQc4Y0G0Lbhm1JaJBAbINYp9baKKVqv6okPr7GmGVyYmfaihuilfPsWgL2Emg5yGmnaODdgHFx4/gs5TMmdZxEY3+tVle1jzGGbRnbWJq2lKVpS1l5YCWFpYV42Dxo27At1yVeR6dGnegY1pFg72BXh6uUqmWqkvgcFpGWYPX0E5HLgf1OjUqdavvP4O4DTXs49TTXJ17PZymf8VHyRzyS9IhTz6VUVRXbi1mevpyf9/zMgr0LjvfPaRHUgvFx4+kV2Ysu4V3w9fB1caRKqdquKonP3cA7QIKIpAI7gWucGpU61fafIaY3uHs59TSN/RtzcYuL+XLLl9zW/jZCvEOcej6lKpNfks/S1KXM3zOfRfsWkV2UjY+7D70je9M3ui+9Iq1OyEopdTaqMqprBzBERPywJjzMw1p+YreTY1NlMvbCka3Q9cYaOd1N7W5i1vZZfLTxI+7vcn+NnFMpgOLSYpakLWH2jtks3LuQgtICgryCGNhkIIObDqZXZC/to6OUOi+VJj4iEohV2xMFfAPMd7x+EFgHTK+JABXWaC5wav+e8loEtWBki5F8sukTJiZOpKFP9Y8iU6qMMYY1h9Ywe8ds5u2aR0ZhBsFewYxuOZqLYi6iS3gXPGwerg5TKXWBOF2NzzTgGPAbcCvWrM0CXGqMWeP80NRx236CgMYQllBjp7yzw53M3TmX99a/x8NJD9fYeVX9sTtrN99s+4bvd35Pak4q3m7eDGwykItbXEyvyF54uGmyo5SqfqdLfFoYY9oBiMi7WB2amxpjCmokMmUpLbb697QZW63LVJxJs8BmjGk1hs82f8b1ba7XvhSqWhSWFjJ/93y+3Poly9OXYxMbPRr34K6OdzG46WD8PPxcHaJS6gJ3usSnuOwHY0ypiOzTpMcF9vwGhVkQO6zGT317+9v5dvu3/Hv1v3VeH3Veth7bypdbv+Tb7d+SVZRFlH8U93S6hzGtxtDIt5Grw1NK1SOnS3w6iEiW42cBfByvBTDGmECnR6dgyzxw83TKMhVnEukfybWJ1/LBhg+4uvXVtAltU+MxqLorrziPebvm8cXWL1h3aB3uNneGNB3CZbGX0b1xd2xic3WISql6qNLExxijSwHXBlvmQUwf8PJ3yelva3cb32z7hueWPceHwz9EarC5TdVNaTlpfJryKV9s/YLsomyaBzVnctfJjG45mgbeDVwdnlKqnqvKPD7KVY5st4axJ93qshD8Pf2Z1GkST/72JPN2z2N4zHCXxaJqL2MMqw6uYvqm6fy05ycEYVDTQVydcDVdwrtowqyUqjU08anNtv5gPccOdWkYl7W6jM83f85zy56jd2RvAjwDXBqPqj2KSouYs3MO0zdNZ9PRTQR6BnJ9m+u5Kv4qXfJEKVUraeJTm22ZBw3jIaS5S8Nws7nx955/5+rvr+bVVa/yWI/HXBqPcr3D+Yf5bPNnzNw8k6MFR2kZ1JK/9fgbo1qM0mUjlFK1miY+tVVhNuz6FXrc4epIAGjTsA1XJ1zN9E3TGdViFB0bdXR1SMoFNh7eyMebPmburrmU2EvoF92Pa1pfQ8/GPbU5SylVJ2jiU1vtWAj2YoirPX1qJnWaxE97fuKxJY8xc9RM/cu+niixlzB/z3ymJ09nzaE1+Lr7ckXcFVzd+mqaBTZzdXhKKXVWNPGprbbMBa8gaNLd1ZEc5+fhx9O9n+bmH27mpZUvaZPXBS6jIIMvtn7BpymfciDvANH+0fy5258Z22qs9vNSStVZmvjURqUlkPI9xF4EtWza/qTGSVyXeB1Tk6fSL7of/aL7uTokVc22HtvK9E3Tmb1jNgWlBXSP6M5fu/+VftH9cLPpLBdKqbpNE5/aaM9SyD8KiaNdHUmF7ul8D7/v/51Hf32Uz0d9rqN3LgB2Y2fxvsV8vOlj/tj/B15uXoxqMYqrW19NXIM4V4enlFLVRhOf2ih5Frj7QKshro6kQl5uXrw04CUmfDeBBxc9yIfDP8TTzdPVYalzkFOUw9fbvuaTlE/Ym72XRr6NuLfzvYyLHaeTDSqlLkia+NQ2djukfAetBoNn7V2wsVlgM57q/RT3L7yf//vj/3ii5xM6qqcO2ZW5ixkpM/hm+zfkFufSIawD93S6h8HNBuNhq13Nq0opVZ008altUldA9n5IHOPqSM5oSLMh3NruVv6z/j80C2zGTW1vcnVI6jTsxs6vqb/ySconLEldgrvNneExw7k64WrahbVzdXhKKVUjNPGpbZK/AZuHy2drrqpJnSaxN3svL698mUj/SF3SohbKLsrmm23fMCNlBnuy9xDmE8bdHe/m8rjLaejT0NXhKaVUjdLEpzax263Ep+VA8Al2dTRVYhMbT/d5moN5B/nLL3/B191XR3rVEjsydzBj0wxmbZ9FXkkeHcM6MqnTJIY0HYJHLRstqJRSNUUTn9pk7x+QuRcGP+7qSM6Kl5sXrw1+jZvn3cwDCx/gtcGv0aNxD1eHVS8V24tZvHcxM7fMZGnaUjxsHoxoPoKrW19Nm9A2rg5PKaVcThOf2mT959ZorviRro7krAV4BvD2RW9z07ybuHv+3bw44EUGNBng6rDqjdScVL7c8iVfb/uaQ/mHCPcN50+d/sS42HGE+oS6OjyllKo1NPGpLUqLYeN/IWEkePm7Oppz0sC7AR8M+4A759/JfQvu48neTzK6Ze2ci+hCUGwvZtHeRXyx5QuWpi1FROgX1Y/L4y6nT1QfnWxQKaUq4NTER0SGA68CbsC7xphnTtr/AHALUAIcAm4yxux2Zky11o6F1qSF7ca7OpLzEuwdzLvD3uXen+/lr7/+lW3HtnFv53v1S7ga7c7azTfbvuG/2/7L4fzDhPuGc2eHO7k09lIi/CJcHZ5SStVqTkt8RMQNeB24CNgHLBeRWcaY5HKHrQa6GmPyRORO4DngSmfFVKutmwnewdBysKsjOW9+Hn68edGbPLfsOT7Y+AFbM7bybL9nCfQMdHVodVZmYSZzd85l1o5ZrDu0DpvY6BfVj/Hx4+kd2VsTS6WUqiJn1vgkAduMMTsARORTYAxwPPExxiwod/zvwLVOjKf2KsiETd9ChwngfmHMgOxh8+CvPf5KfEg8//fH/3HFt1fwVO+n6BbRzdWh1RnFpcUsTl3Mt9u/ZdG+RZTYS4htEMuDXR5kZIuRNPJt5OoQlVKqznFm4hMF7C33eh9wuqXGbwbmVLRDRG4DbgNo2rRpdcVXe6z/AkryofNEV0dS7S6Pu5zYBrE8+suj3DzvZiYmTuSezvfg5ebl6tBqpWJ7McvTl/PDrh+Yv2c+mYWZhHqHcnXC1YxuOZr4kHhXh6iUUnVarejcLCLXAl2B/hXtN8a8A7wD0LVrV1ODodWM1dOgURuI7OzqSJyiQ1gHPr/kc15a+RJTk6eyaN8iJnedTP/o/rrMBVay88f+P/hx94/8tOcnMgsz8XX3ZUCTAVzS8hJ6NO6Bu61W/FNVSqk6z5n/m6YCTcq9jnZsO4GIDAH+CvQ3xhQ6MZ7aKX0DpK2G4c/ABZwE+Hr48liPxxjcdDD/WvYv/vTzn+jZuCeTu02ul6t/ZxZmsjRtKYv3LWbxvsVkFWXh5+HHgCYDGNpsKL0ie+Ht7u3qMJVS6oLjzMRnORArIs2xEp4JwNXlDxCRTsDbwHBjzEEnxlJ7rZ4Gbp7Qvn706e4Z2ZMvR3/JzM0zeX3N64ybNY5BTQZxa/tbaduwravDcxpjDDsyd7Bo3yIW71vMmoNrKDWlBHsF0z+6Pxc1u4heUb20CVAppZxMjHFey5GIjARewRrO/r4x5v9E5ElghTFmlojMB9oB+x1v2WOMOe3EL127djUrVqxwWsw1qjAHXkq0VmIf/4Gro6lxGQUZTE+ZzvRN08kuyqZbRDfGx41nUNNBdT4BMMaQmpPK8vTlLEtfxvL05RzIOwBAfIN4+kX3o190P9o1bKcjslSNEJGVxpiuro5DKVdzauLjDBdU4rP8PZj9ANw0D5rW3yUecopy+HzL53ya8ilpuWkEeQUxsvlILmp2EZ0bda4TiUGpvZQdmTtYf3g9Kw+sZHn6cvbnWvl8iHcI3SK60b1xd/pG9dW5dpRLaOKjlEUTH1cxBl7vDh4+cNvCC7p/T1XZjZ3f037ni61fsGjvIorsRYR4h9Avuh9JEUkkRSQR7hfu6jApthezJ2sPWzO2knwkmfWH1rPxyEbyS/IBCPYKpltEN7pFdCMpIokWQS20E7dyOU18lLLoUBFX2bEQDm+GsW9p0uNgExu9onrRK6oXucW5/Jr6Kz/t+Ymf9/zM19u+BqBJQBNah7QmISSB+JB44hrE0ci3ETaxVWssdmPnUN4h0nLT2Je9j9ScVHZk7mBbxjZ2Zu6kxF4CWPMVJYQkMLbVWNo1bEe7hu1oGti02uNRSilVPbTGx1U+uRJSV8L9G8G9bvdncbZSeylbjm1hWfoy1hxcQ8rRFPbl7Du+393mToRvBJH+kUT4RRDkFUSAZwCBnoH4efjhbnPHTdywiQ2b2CgqLaKwtJDC0kIKSgrIKMwgozCDowVHOVZwjGMFx0jPTafIXnRCHJF+kbRq0IpWwdYjtkEsLYJa4Ol2YUw6qS5sWuOjlEUTH1dI3wBv9YYBf4EBj7g6mjoppyiHLce2sC1jG2k5aaTlprE/Zz/peelkF2WTW5xb5bLcxZ0G3g2OP0K8QojwsxKpKP8oogKiiPSL1OHlqk7TxEcpizZ1ucIvL4JnACTd5upI6ix/T386h3emc3jFkz6W2EvIKcohuzibUnspdmOn1FjPnm6eeLt5W8/u3vi6+2ofHKWUqic08alph7fCxv9Cn/vAN8TV0Vyw3G3uBHsHE+wd7OpQlFJK1SLaA7Om/foyuHtDj7tdHYlSSilV72jiU5MObYa1M6DrjeAf5upolFJKqXpHE5+aNP8J8PSHvpNdHYlSSilVL2niU1N2LYHN30Of+8Ev1NXRKKWUUvWSJj41wW6HHx6DwCjocaero1FKKaXqLR3VVRNWfgBpq+DSd6wlKpRSSinlElrj42zZB2D+P6B5f2h/haujUUoppeo1TXycbe4jUFIAF7+ka3IppZRSLqaJjzOt/wI2fgX9HoKGrVwdjVJKKVXvaeLjLMd2w3f3Q5Pu1kgupZRSSrmcJj7OUFIEX91q/XzZf8BN+5ArpZRStYF+I1c3Y+D7ybD3D7j8fWjQzNURKaWUUspBa3yq27J3YNVH0OcBaDvO1dEopZRSqhxNfKrThq+sUVzxI2HQ31wdjVJKKaVOoolPddk8x+rX06Q7jHsXbPrRKqWUUrWNfjtXh43/hZnXQUQ7uHomePq5OiKllFJKVUATn/P1+1vw+Y0Q2Rmu/Qq8A10dkVJKKaUqoaO6zlVRHnz/EKz5GBJGWc1bug6XUkopVatp4nMu0tfDf++AAxuh359hwCNgc3N1VEoppZQ6A018zkZRHvz6Evz6MviEwDVfQOwQV0ellFJKqSrSxKcq7KWwbib8/BRkpUL7CTD8X+Ab4urIlFJKKXUWNPE5naJcK+FZ8ioc2wmRnawlKGJ6uzoypZRSSp0DTXxOZgzsWw6rp1kTEhblWAnPRdOsTsw6P49SSilVZ2niA1CQCbuXwpa5sGUeZO8HD19ocyl0mghNe4CIq6NUSiml1HlyauIjIsOBVwE34F1jzDMn7fcCpgJdgCPAlcaYXc6MiYJMOJgCB5MhfR3s+cP6GQOeAdBqEMQNh9aXgFeAU0NRSimlVM1yWuIjIm7A68BFwD5guYjMMsYklzvsZuCYMaaViEwAngWudEpAKz+CRc9B1r7/bfMMgCbdIHGMVavTtCe4ezrl9EoppZRyPWfW+CQB24wxOwBE5FNgDFA+8RkDPOH4+QvgNRERY4yp9mj8w6FZL2jUGholWs9BTbTPjlJKKVWPODPxiQL2lnu9D+he2THGmBIRyQRCgcPVHk38cOuhlFJKqXqrTlR3iMhtIrJCRFYcOnTI1eEopZRSqo5yZuKTCjQp9zrasa3CY0TEHQjC6uR8AmPMO8aYrsaYrmFhYU4KVymllFIXOmcmPsuBWBFpLiKewARg1knHzAKud/x8OfCzU/r3KKWUUkrhxD4+jj47k4B5WMPZ3zfGbBSRJ4EVxphZwHvANBHZBhzFSo6UUkoppZzCqfP4GGO+B74/advj5X4uAMY7MwallFJKqTJ1onOzUkoppVR10MRHKaWUUvWGJj5KKaWUqjekrg2iEpFDwO5zfHtDnDE5omvotdROei21k14LNDPG6Hwgqt6rc4nP+RCRFcaYrq6OozrotdROei21k16LUqqMNnUppZRSqt7QxEcppZRS9UZ9S3zecXUA1UivpXbSa6md9FqUUkA96+OjlFJKqfqtvtX4KKWUUqoe08RHKaWUUvVGvUl8RGS4iGwWkW0i8oir4zlbIrJLRNaLyBoRWeHYFiIiP4rIVsdzA1fHWREReV9EDorIhnLbKoxdLFMc92mdiHR2XeSnquRanhCRVMe9WSMiI8vt+4vjWjaLyDDXRH0qEWkiIgtEJFlENorIvY7tde6+nOZa6uJ98RaRZSKy1nEt/3Bsby4ifzhi/kxEPB3bvRyvtzn2x7j0ApSqA+pF4iMibsDrwAggEbhKRBJdG9U5GWiM6VhuDo9HgJ+MMbHAT47XtdGHwPCTtlUW+wgg1vG4DXizhmKsqg859VoAXnbcm46OxXlx/I5NANo43vOG43exNigBHjTGJAI9gLsd8dbF+1LZtUDduy+FwCBjTAegIzBcRHoAz2JdSyvgGHCz4/ibgWOO7S87jlNKnUa9SHyAJGCbMWaHMaYI+BQY4+KYqsMY4CPHzx8BY10XSuWMMYuBoydtriz2McBUY/kdCBaRxjUSaBVUci2VGQN8aowpNMbsBLZh/S66nDFmvzFmlePnbGATEEUdvC+nuZbK1Ob7YowxOY6XHo6HAQYBXzi2n3xfyu7XF8BgEZGaiVapuqm+JD5RwN5yr/dx+v8YayMD/CAiK0XkNse2cGPMfsfP6UC4a0I7J5XFXlfv1SRHE9D75Zoc68S1OJpHOgF/UMfvy0nXAnXwvoiIm4isAQ4CPwLbgQxjTInjkPLxHr8Wx/5MILRGA1aqjqkvic+FoI8xpjNWk8PdItKv/E5jzUtQJ+cmqMuxO7wJtMRqmtgPvOjSaM6CiPgDXwL3GWOyyu+ra/elgmupk/fFGFNqjOkIRGPVRCW4NiKlLiz1JfFJBZqUex3t2FZnGGNSHc8Hgf9i/Yd4oKy5wfF80HURnrXKYq9z98oYc8DxZWUH/sP/mk1q9bWIiAdWojDdGPOVY3OdvC8VXUtdvS9ljDEZwAKgJ1bTortjV/l4j1+LY38QcKRmI1Wqbqkvic9yINYxMsITq2PjLBfHVGUi4iciAWU/A0OBDVjXcL3jsOuBb1wT4TmpLPZZwHWOUUQ9gMxyTS+10kl9XS7FujdgXcsEx8ib5lgdg5fVdHwVcfQDeQ/YZIx5qdyuOndfKruWOnpfwkQk2PGzD3ARVp+lBcDljsNOvi9l9+ty4Gejs9IqdVruZz6k7jPGlIjIJGAe4Aa8b4zZ6OKwzkY48F9Hn0V34BNjzFwRWQ7MFJGbgd3AFS6MsVIiMgMYADQUkX3A34FnqDj274GRWB1O84Abazzg06jkWgaISEesZqFdwO0AxpiNIjITSMYaeXS3MabUBWFXpDcwEVjv6E8C8Ch1875Udi1X1cH70hj4yDHKzAbMNMZ8JyLJwKci8jSwGivRw/E8TUS2YXW6n+CKoJWqS3TJCqWUUkrVG/WlqUsppZRSShMfpZRSStUfmvgopZRSqt7QxEcppZRS9YYmPkoppZSqNzTxUaoSIhJabmXv9HIrfeeIyBuujk8ppdTZ0+HsSlWBiDwB5BhjXnB1LEoppc6d1vgodZZEZICIfOf4+QkR+UhEfhGR3SJymYg8JyLrRWSuYykFRKSLiCxyLDI7r7asbK6UUvWNJj5Knb+WwCBgNPAxsMAY0w7IBy52JD//Bi43xnQB3gf+z1XBKqVUfVYvlqxQysnmGGOKRWQ91pIocx3b1wMxQDzQFvjRseyIG9Zq4UoppWqYJj5Knb9CAGOMXUSKyy0Sacf6NybARmNMT1cFqJRSyqJNXUo532YgTER6AoiIh4i0cXFMSilVL2nio5STGWOKgMuBZ0VkLbAG6OXSoJRSqp7S4exKKaWUqje0xkcppZRS9YYmPkoppZSqNzTxUUoppVS9oYmPUkoppeoNTXyUUkopVW9o4qOUUkqpekMTH6WUUkrVG/8PX4McmAQwbxAAAAAASUVORK5CYII=\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -128,15 +139,23 @@
     }
    ],
    "source": [
-    "dno.plot_system.plot_system(s, ['S', 'L', 'd_br'], rescale = True)\n",
+    "dno.plot_system(s, ['S', 'L', 'd_br'], rescale = True)\n",
     "plt.title('Optimal Desired Population scenario');"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "F {'S': {'args': {'cst': {'K', 'dt', 'r'}, 'var': {('H', 'j'), ('S', 'j')}, 'fun': {}}, 'line': '(S_j + (dt * (((S_j * r) * (1 - (S_j / K))) - H_j)))', 'raw_line': 'S.k = S.j + dt*(S.j*r*(1 - S.j/K) - H.j)'}, 'L': {'args': {'cst': {'dt', 'b_d'}, 'var': {('F', 'k'), ('L', 'j')}, 'fun': {}}, 'line': '(L_j + ((dt * L_j) * (b_d + F_k)))', 'raw_line': 'L.k = L.j + dt*L.j*(b_d + F.k)'}, 'H': {'args': {'cst': {'beta', 'alpha'}, 'var': {('S', 'k'), ('L', 'j')}, 'fun': {}}, 'line': '(((alpha * beta) * L_j) * S_k)', 'raw_line': 'H.k = alpha*beta*L.j*S.k'}, 'F': {'args': {'cst': {'phi', 'b_d'}, 'var': {('d_br', 'k'), ('L', 'j'), ('H', 'k')}, 'fun': {}}, 'line': None}, 'd_br': {'args': {'cst': {'b_d', 'o_L'}, 'var': {('L', 'j')}, 'fun': {}}, 'line': None}}\n",
+      "d_br {'S': {'args': {'cst': {'K', 'dt', 'r'}, 'var': {('H', 'j'), ('S', 'j')}, 'fun': {}}, 'line': '(S_j + (dt * (((S_j * r) * (1 - (S_j / K))) - H_j)))', 'raw_line': 'S.k = S.j + dt*(S.j*r*(1 - S.j/K) - H.j)'}, 'L': {'args': {'cst': {'dt', 'b_d'}, 'var': {('F', 'k'), ('L', 'j')}, 'fun': {}}, 'line': '(L_j + ((dt * L_j) * (b_d + F_k)))', 'raw_line': 'L.k = L.j + dt*L.j*(b_d + F.k)'}, 'H': {'args': {'cst': {'beta', 'alpha'}, 'var': {('S', 'k'), ('L', 'j')}, 'fun': {}}, 'line': '(((alpha * beta) * L_j) * S_k)', 'raw_line': 'H.k = alpha*beta*L.j*S.k'}, 'F': {'args': {'cst': {'phi', 'b_d'}, 'var': {('d_br', 'k'), ('L', 'j'), ('H', 'k')}, 'fun': {}}, 'line': None}, 'd_br': {'args': {'cst': {'b_d', 'o_L'}, 'var': {('L', 'j')}, 'fun': {}}, 'line': None}}\n"
+     ]
+    },
     {
      "data": {
       "text/html": [
@@ -147,26 +166,27 @@
        "            src=\"ex.html\"\n",
        "            frameborder=\"0\"\n",
        "            allowfullscreen\n",
+       "            \n",
        "        ></iframe>\n",
        "        "
       ],
       "text/plain": [
-       "<IPython.lib.display.IFrame at 0x7f37ccb6e190>"
+       "<IPython.lib.display.IFrame at 0x7f3b9a65fd00>"
       ]
      },
-     "execution_count": 7,
+     "execution_count": 13,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "dno.plot_system.show_pyvis(s, notebook=True, options=[], quotient=True).show('ex.html')"
+    "dno.show_pyvis(s, notebook=True, options=[]).show('ex.html')"
    ]
   }
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -180,7 +200,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.10"
+   "version": "3.9.5"
   }
  },
  "nbformat": 4,