diff --git a/applications/lofar2/model/pfb_os/multirate_mixer.ipynb b/applications/lofar2/model/pfb_os/multirate_mixer.ipynb
index 6032c34f36408ff5d7e079803e3348b525bae348..9e6fc56361272d564e1c752381fb0243e77049d1 100644
--- a/applications/lofar2/model/pfb_os/multirate_mixer.ipynb
+++ b/applications/lofar2/model/pfb_os/multirate_mixer.ipynb
@@ -16,6 +16,9 @@
     "\n",
     "Use full rate model of single channel down converter and up converter as expected exact reference result for the efficient polyphase implementation.\n",
     "\n",
+    "TODO:\n",
+    "* Why is the intGroupDelay only correct for integer wgSub ??? The hPrototype does have linear phase. It also shows when Ros = 1. With reconstruct.m by John Bunton the group delay is same for all WG frequencies.\n",
+    "\n",
     "References:\n",
     "1. dsp_study_erko, summary of DSP books\n",
     "2. chapter 7 in [CROCHIERE]\n",
@@ -24,7 +27,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 114,
+   "execution_count": 1,
    "id": "8043fa7b",
    "metadata": {},
    "outputs": [],
@@ -37,19 +40,10 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 115,
+   "execution_count": 2,
    "id": "fc530dbc",
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "The autoreload extension is already loaded. To reload it, use:\n",
-      "  %reload_ext autoreload\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "# Auto reload module when it is changed\n",
     "%load_ext autoreload\n",
@@ -83,7 +77,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 116,
+   "execution_count": 3,
    "id": "5b37a1dc",
    "metadata": {},
    "outputs": [
@@ -160,7 +154,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 117,
+   "execution_count": 4,
    "id": "e5680c7b",
    "metadata": {},
    "outputs": [],
@@ -172,7 +166,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 118,
+   "execution_count": 5,
    "id": "74ca764f",
    "metadata": {},
    "outputs": [
@@ -201,7 +195,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 119,
+   "execution_count": 6,
    "id": "786af296",
    "metadata": {},
    "outputs": [],
@@ -232,7 +226,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 120,
+   "execution_count": 7,
    "id": "1bb76ada",
    "metadata": {},
    "outputs": [
@@ -264,7 +258,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 121,
+   "execution_count": 8,
    "id": "6ebc94aa",
    "metadata": {},
    "outputs": [
@@ -295,7 +289,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 122,
+   "execution_count": 9,
    "id": "3abeee86",
    "metadata": {},
    "outputs": [
@@ -351,7 +345,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 123,
+   "execution_count": 10,
    "id": "372445f4",
    "metadata": {},
    "outputs": [
@@ -373,6 +367,41 @@
     "plot_phase_spectrum(f, HFprototype, fmt='g', fs=fs / fsub, fLim=fLim, aLim=aLim)"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "2c7b858c",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "FIR filter group delay = 63.500000\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 700x400 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# FIR filter group delay\n",
+    "w, gd = signal.group_delay((hPrototype, [1.0]), w=1024, fs=1)\n",
+    "#plt.title('FIR filter group delay')\n",
+    "plt.plot(w, gd)\n",
+    "plt.ylabel('Group delay [samples]')\n",
+    "plt.xlabel('Frequency [rad/sample]')\n",
+    "hGroupDelay = (Ncoefs - 1) / 2\n",
+    "print('FIR filter group delay = %f' % hGroupDelay)"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "ce7e672e",
@@ -383,7 +412,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 124,
+   "execution_count": 12,
    "id": "e74340e4",
    "metadata": {},
    "outputs": [],
@@ -402,7 +431,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 125,
+   "execution_count": 13,
    "id": "bd2add56",
    "metadata": {},
    "outputs": [],
@@ -427,17 +456,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 126,
+   "execution_count": 14,
    "id": "7106ad3f",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "[<matplotlib.lines.Line2D at 0x7f21a4cc40a0>]"
+       "[<matplotlib.lines.Line2D at 0x7f8e8870ba30>]"
       ]
      },
-     "execution_count": 126,
+     "execution_count": 14,
      "metadata": {},
      "output_type": "execute_result"
     },
@@ -477,7 +506,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 127,
+   "execution_count": 15,
    "id": "da53b25e",
    "metadata": {},
    "outputs": [],
@@ -489,17 +518,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 128,
+   "execution_count": 16,
    "id": "9acf0ec2",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "<matplotlib.legend.Legend at 0x7f21a4a11c10>"
+       "<matplotlib.legend.Legend at 0x7f8e886a9af0>"
       ]
      },
-     "execution_count": 128,
+     "execution_count": 16,
      "metadata": {},
      "output_type": "execute_result"
     },
@@ -545,7 +574,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 129,
+   "execution_count": 17,
    "id": "b8036250",
    "metadata": {},
    "outputs": [
@@ -590,7 +619,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 130,
+   "execution_count": 18,
    "id": "0663df66",
    "metadata": {},
    "outputs": [],
@@ -601,12 +630,12 @@
     "    if not result:\n",
     "        plt.plot(m_sub, LOdown.real, 'r-')\n",
     "        plt.plot(m_sub, LOdown.imag, 'r--')\n",
-    "    verify_result(result)\n"
+    "    verify_result(result)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 131,
+   "execution_count": 19,
    "id": "3a039428",
    "metadata": {},
    "outputs": [
@@ -650,7 +679,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 132,
+   "execution_count": 20,
    "id": "327236c2",
    "metadata": {},
    "outputs": [
@@ -658,12 +687,12 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Ndft = 16\n"
+      "Ros = 4/3\n"
      ]
     }
    ],
    "source": [
-    "print('Ndft =', Ndft)\n",
+    "print('Ros =', Ros)\n",
     "if Ndown == Ndft:\n",
     "    yMaxDownBpf = maximal_downsample_bpf(xData, Ndown, kLo, hPrototype)\n",
     "    yMaxDownBpfLo = yMaxDownBpf  # = yMaxDownBpf * LOdown, because LOdown = 1 when Ndown == Ndft\n",
@@ -687,7 +716,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 133,
+   "execution_count": 21,
    "id": "aefa8615",
    "metadata": {},
    "outputs": [
@@ -707,26 +736,6 @@
       "\n",
       "PASSED\n"
      ]
-    },
-    {
-     "data": {
-      "text/plain": [
-       "[<matplotlib.lines.Line2D at 0x7f21a48d5b50>]"
-      ]
-     },
-     "execution_count": 133,
-     "metadata": {},
-     "output_type": "execute_result"
-    },
-    {
-     "data": {
-      "image/png": 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gIEeOHCEmJoYtW7Zw+fJlm7Zms5lly5aRnp7Orl27CAsLIyIigh07dpCRkcHSpUuprKy06ZOdnY2fnx9RUVGEhISwd+9ezp8/z6pVqygtLbVpm5+fj6+vL3FxcRw6dIiDBw8SFxfHxo0bKSgosGlbUlLC6tWrSU5OZt++fRw9epTo6Gi2bt1aq+6KigqWLVvGhQsX2LlzJ+Hh4YSHh7Nz504uXLjAsmXLqKioqHWsbd26lejoaI4ePcq+fftITk5m9erVlJSU2LT9/PPP2bhxI3FxcRw8eJBDhw4RFxeHr68v+fn5Nm1LS0tZtWoV58+fZ+/evYSEhBAVFYWfnx/Z2dk2bSsrK1m6dCkZGRns2LGDiIgIwsLC2LVrF+np6W36HJGXl9fhniP++Mc/tuvniO8ea415jri1T0d5jvjTn/7U4Z4jCgoK2vVzhPVyHMOHD2f06NHs3buXW6WkpDB8+HA+//xz3nzzTeqSl5fHqFGjePfdd3nrrbcAmD59Orm5uZw5c6bOPjW+e2YoOjoaHx8fuVBrB3TkiTFMC0zg8Ms+TF9z2N7lCCGEEMAtZ4ZcXV1tFiU1ysvLrffX529/+xs9e/bk9ddfb3IBzs7OuLm5Wb+6devW5DGaQy6Epz/nnAIAHAYMbHQfyUkNkpMaJCc1SE76s75nyNPTs86P82VnZwPQv3//OgdITk5m+fLl/Oc//7F5Ka28vJyKigrS0tJwc3OjZ8+erV17i8yaNcveJRhO99xiAFwGD2t0H8lJDZKTGiQnNUhO+rOeGZowYQJJSUkUFRXZNDhx4oT1/rpkZmZSXV3NG2+8wdChQ61fJ06cICkpiaFDh7JgwYK2ewTNdOzYMXuXYDg9Cy1nGbvf2fCu07eSnNQgOalBclKD5KQ/65mhZ555hk8//ZTly5db9xkym82sXr0ab29v6yfJrl27xoULF/Dw8MDDw4Nx48axffv2WgP/7W9/o7i4mEWLFjF8+HCdHk7jtceaOrKqiuv0Lq4GoOewsY3uJzmpQXJSg+SkBslJf9bFkLe3N7Nnz+add97hypUrjBgxgrVr15KWlsbKlSutHcLDw3nkkUeYP38+77//Ph4eHvz0pz+tNXDNXkN13dcelJaW2rsEQ8lNi6Pvjd2nPe68u9H9JCc1SE5qkJzUIDnpz+nWb9atW8d7773H+vXrKSgowMvLi4CAAKZNm2av+trMd18OFG0r//wZ+gJXujvg2alzo/tJTmqQnNQgOalBctKfzWLIxcWFhQsXsnDhwno7TJ8+nRufxm/Q4cOHW1xcWxo9uvHvWxEtV5xas/u0C7V3s6qf5KQGyUkNkpMaJCf9Ody+SccUHBxs7xIMpTwjFYBij8bvPg2SkyokJzVITmqQnPRn2MXQc889Z+8SDKU6MwMAc5+mbbEgOalBclKD5KQGyUl/hl0MrV692t4lGIpD9mUAqj37Namf5KQGyUkNkpMaJCf9WS/H0V6cOnWKiRMnyuU4Opjwe/syOfoKR/76C6Z9uM7e5QghhBBWhj0zJNud66t7vmX3adcm7D4NkpMqJCc1SE5qkJz0Z9jF0M9//nN7l2AoPQss171ryu7TIDmpQnJSg+SkBslJf4ZdDO3bt8/eJRhG5fXym7tPD2/87tMgOalCclKD5KQGyUl/hl0M1XetNdH6ctPicAAqHaDX4Lua1FdyUoPkpAbJSQ2Sk/4Muxi6dOmSvUswjPzzZwDI6e6AYxN2nwbJSRWSkxokJzVITvoz7GKonX2IrkMrTrPsPp1/h2uT+0pOapCc1CA5qUFy0p9hF0Oenk25KIRoCfPFNABKejVt92mQnFQhOalBclKD5KQ/wy6GoqKi7F2CYTR392mQnFQhOalBclKD5KQ/wy6GZsyYYe8SDKO5u0+D5KQKyUkNkpMaJCf9GXYxtHHjRnuXYBiuOfkAOPYf2OS+kpMaJCc1SE5qkJz0J5fjEG0ufnAXxlwsI2L5+0z69Xx7lyOEEELYMOyZIdnuXD+9buw+7Ta0aXsMgeSkCslJDZKTGiQn/Rn2zFBJSQndunVrs/GFReX1chycXXEAcs7H0nvYuCb1l5zUIDmpQXJSg+SkP8OeGdq6dau9SzCEnJQzN3efHtL0M0OSkxokJzVITmqQnPRn2MXQQw89ZO8SDKHg/FkArrg54uDo1OT+kpMaJCc1SE5qkJz0Z9jF0Pnz5+1dgiHc3H3apVn9JSc1SE5qkJzUIDnpz7CLoa5du9q7BEMwZ6QBUNqM3adBclKF5KQGyUkNkpP+DLsY6t69ef84i6a5uft0r2b1l5zUIDmpQXJSg+SkP8MuhpKTk+1dgiE4tmD3aZCcVCE5qUFyUoPkpD/DLoamTZtm7xIMwSWnAGje7tMgOalCclKD5KQGyUl/hl0MyUcX9dE9vwQAl8HDmtVfclKD5KQGyUkNkpP+DLvpotBHTncHepdoJB74mtGPPWvvcoQQQohaDHtmSLY7b3sV5dfoXWJZa/cafk+zxpCc1CA5qUFyUoPkpD/DnhmqqKigU6dObTa+gOz4CDzvnkyFAzher2jWpouSkxokJzVITmqQnPRn2DNDq1atsncJHV7++TNA83efBslJFZKTGiQnNUhO+jPsYuiHP/yhvUvo8ErSkgAoaObu0yA5qUJyUoPkpAbJSX+GXQxFRUXZu4QOz3wxDYASD7dmjyE5qUFyUoPkpAbJSX+GXQx5enrau4QOrzqrZbtPg+SkCslJDZKTGiQn/Rl2MSTaXs3u01ozd58WQggh9GDYxVB2dra9S+jwrLtPDxjU7DEkJzVITmqQnNQgOenPsIuhe++9194ldHhuN3afdm3m7tMgOalCclKD5KQGyUl/hl0MffPNN/YuocPrWWAGwG3oXc0eQ3JSg+SkBslJDZKT/mTTRdEmrpeV0LlLdwDy0hPoNXh0s8aRnNQgOalBclKD5KQ/w54ZWrZsmb1L6NByU84CcN0Reg4c2exxJCc1SE5qkJzUIDnpz7BnhkTbOrN7JeOe+hUZdzgyML/S3uUIIYQQ9TLsmSG5EF7burn7tGuLxpGc1CA5qUFyUoPkpD/DLoZmz55t7xI6NPOFVABKe3Vv0TiSkxokJzVITmqQnPRn2MXQkSNH7F1Ch6ZlZwFg7uvRonEkJzVITmqQnNQgOenPsIuhkSOb/6ZecXuOl64ALd99WnJSg+SkBslJDZKT/mwWQ2azmbfffpv+/fvj6uqKt7c3+/fvv+0gZ8+eZfbs2QwbNowuXbrg4eHBtGnT2L17d5sV3lLFxcX2LqFDc72SD4DTwMEtGkdyUoPkpAbJSQ2Sk/5sFkNz5szhs88+44UXXmDRokU4OjoyY8YMQkJCGhwkPT2d4uJiXn75ZRYtWsR7770HwFNPPcXy5cvbrvoWKC0ttXcJHVr3fMvP12XQ0BaNIzmpQXJSg+SkBslJf9aP1oeHh+Pt7c3ChQuZO3cuAOXl5YwbN44+ffoQGhrapIGrqqqYOHEi5eXlJCQkNLqfXh+tT05OllORbSi3mwMepRpJQX6Mmj6r2eNITmqQnNQgOalBctKf9cyQn58fjo6OvPrqq9Y7XVxceOWVVzh+/DgXL15s0sCOjo4MGjSIwsLCViu2Nd3ubJdovutlJXiUWrav8hju1aKxJCc1SE5qkJzUIDnpz6nmL1FRUYwaNQo3NzebBpMnTwYgOjqaQYMavvp4aWkpZWVlXL16lV27dvHNN9/w3HPPNdjHbDZjNput35eUlDT5QTSHfHSx7eScj2UAYHaEOwYMb9FYkpMaJCc1SE5qkJz0Zz0zlJ2djaenZ60GNbdlZWXddrC33nqL3r17M2LECObOncvTTz99282jPvroI9zd3a1fPj4+1nqWLVuG2Wy2jrF48WIuX77Mli1biImJ4ciRIwQGBpKcnMyaNWsoLi62aVtYWMj69etJSEjgwIEDBAUFcebMGXx9ffnvf/9r07asrIwVK1aQkpLCnj17OHbsGCdPnsTPz4+srCybtlVVVSxZsoTMzEy2b99OZGQkYWFh7N69m9TUVJYvX16r7pycHDZv3kxMTAzBwcEEBgaSmJjI2rVra9VdVFTEunXrSExM5NtvvyUoKIjY2Fg2bdpEbm6uTdvy8nJWrFhBamoqAQEBhIaGEhkZib+/P1lZWXz55ZdUV1ezePFiqqur+fLLL8nKysLf35/IyEhCQ0MJCAggNTWVFStWUF5ebjN+bm4umzZtIjY2lqCgIL799lsSExNZt24dRUVFNm2Li4tZu3Yt8ccOAnCluwOxZ86wefNmcnJybNqazWaWL19Oamoqu3fvJiwsjMjISLZv305mZiZLliyhqqqK3/3ud9Y+WVlZ+Pn5cfLkSY4dO8aePXtISUlhxYoVlJWV2Yyfl5eHr68vZ86cISgoiAMHDpCQkMD69espLCysVfeaNWtITk4mMDCQI0eOEBMTw5YtW7h8+XKtupctW0Z6ejq7du0iLCyMiIgIduzYQUZGBkuXLqWystKmT3Z2Nn5+fkRFRRESEsLevXs5f/48q1atorS01KZtfn4+vr6+xMXFcejQIQ4ePEhcXBwbN26koKDApm1JSQmrV68mOTmZffv2cfToUaKjo9m6dWutuisqKli2bBkXLlxg586dhIeHEx4ezs6dO7lw4QLLli2joqKi1rG2detWoqOjOXr0KPv27SM5OZnVq1dTUlJi03bJkiVs3LiRuLg4Dh48yKFDh4iLi8PX15f8/HybtqWlpaxatYrz58+zd+9eQkJCiIqKws/Pj+zsbJu2lZWVLF26lIyMDHbs2EFERARhYWHs2rWL9PT0Nn2OyMvL63DPEe+88067eI5ITEwkMDCQ4OBgYmJiWvQccWufjvIc8e6773a454iCgoJ2/Rxhfc/Q8OHDGT16NHv37uVWKSkpDB8+nM8//5w333yThiQkJJCRkUFWVhZbtmyhc+fOLFmyhL59+9bb57tnhqKjo/Hx8ZHLcSgs7P/mMeV/FhI7vBv3nJNPRQghhGjfrGeGXF1dbRYlNcrLy633385dd93F9773PV566SUCAgIoKSnhySefpKHLnzk7O+Pm5mb96tatW3MeR5PJdudtx3zRsvt0iYd7i8eSnNQgOalBclKD5KQ/62LI09OT7OzsWg1qbuvfv3+TB3/mmWeIiIggKSmpBSW2jRdeeMHeJXRY2o2XVK/37tnisSQnNUhOapCc1CA56c+6GJowYQJJSUkUFRXZNDhx4oT1/qYqKysD4OrVqy0osW189+VA0Xqsu0/3r/0etKaSnNQgOalBclKD5KQ/62LomWeeoaqqymaTRLPZzOrVq/H29rZ+kuzatWskJCSQm5trbXflypVaA1dUVLBu3TpcXV25++672/IxNMu9995r7xI6LNecAgCcBrRs92mQnFQhOalBclKD5KQ/60frvb29mT17Nu+88w5XrlxhxIgRrF27lrS0NFauXGntEB4eziOPPML8+fN5//33AfjNb35DUVER06ZNY8CAAVy6dImNGzeSkJDAv//9b93eB9QU2dnZ7XKR1hG45Vl2T3UdPKzFY0lOapCc1CA5qUFy0p/Trd+sW7eO9957j/Xr11NQUICXlxcBAQFMmzatwUGee+45Vq5cyZIlS8jLy6N79+5MnDiRjz/+mKeeeqpNH0BzmUwme5fQYfUqtLwR323oXS0eS3JSg+SkBslJDZKT/mwWQy4uLixcuJCFCxfW22H69Om1Ph32/PPP8/zzz7dNhW2kX7+WXU1d1M1cWkSvazd2nx7Rst2nQXJSheSkBslJDZKT/hxu36Rjio6OtncJHVLO+VgAyp2gh2fLLtIKkpMqJCc1SE5qkJz0Z9jF0BNPPGHvEjqkgpSzAOS4OWFyaPmvl+SkBslJDZKTGiQn/Rl2MeTr62vvEjqkkrRkAAp63n6TzsaQnNQgOalBclKD5KQ/6+U42otTp04xceJEuRyHooLfegafz7ZxfMoAHjieYe9yhBBCiNsy7Jkh2e68bWjZN3af7tOrVcaTnNQgOalBclKD5KQ/wy6GfvnLX9q7hA7JqWb3ac+W7z4NkpMqJCc1SE5qkJz0Z9jF0Ndff23vEjok6+7TA1u++zRITqqQnNQgOalBctKfYRdDPj4+9i6hQ3LLv7H79KCW7z4Ntjn5x/szful4XD90ZfzS8fjH+7fKHKLl5HhSg+SkBslJf4ZdDCUmJtq7hA6pV+F1ANyHjmmV8Wpy8o/3Z9aWWZTGx+CTUE7spRhmbZklC6J2Qo4nNUhOapCc9GfYxZCbm5u9S+hwyksK6dmKu0/DzZw+CP4AEyb+9wDs2wgrd0LnSlgQvKBV5hEtI8eTGiQnNUhO+jPsYqhr1672LqHDyTkXA0CZE7j3G9IqY9bklJSbhIbGu49Zbv9lNOzdCNkX41tlHtEycjypQXJSg+SkP8Muhs6fP2/vEjqcwlTLwiTHvXV2n4abOY3yGIUJE+d7wRMvQHFneCwVDn9VQUZMSKvMJZpPjic1SE5qkJz0Z9jF0IMPPmjvEjqckrQkAArvaJ3dp8GSk1ZdzV8iXOhermHCROBIePj/QUZ3GJOj4fzgNM4GrG61OUXTyfGkBslJDZKT/gy7GNq2bZu9S+hwrl9MA6DUw73Vxty2bRuh//oDP1sVzunljtzbaxwuTi4wfjxHtnxCwiBXepdo3Dnz/5EdH9Fq84qmkeNJDZKTGiQn/cnlOESrOfyzB5i+OYzgp8bjszO6VcYsysmgbPgQ+hZXc/g3P2D60n029xfnZpHw+ARKvcYwfW1wq8wphBDCWAx7Zki2O2991t2n+7fO7tMA+2ZOpW9xNam9O/HAv7fUur+7R3/uC8/AZ3WQ9bbCrFQqr5e3Wg3i9uR4UoPkpAbJSX+GXQz99re/tXcJHY5rTiEATgNb55Nk547sZGboRQDyPp6Pc9e6P27q2Kmz9Q3b167mkvngPUR5D6Yk/1Kr1CFuT44nNUhOapCc9GfYxdCKFSvsXUKHU7P7dJfBw1s8llZdTfFv5+BUDWGTPLn/l39tVL9zB7YyLKOUSdE5ZEwYRnZCZItrqdHSHbA7cv/GHE8tmb89P3al+v9T8foV7N+cvrceTyo/9vbQv7EM+56hjIwMBg4c2GbjG1FBFwfuKNM4d3QnIx56qkVjhf77j0yd+x/KnCA3IphBE6Y1uu+Z3Svp+7Nf07tUI9vdgaJtmxj92LMtqsc/3p9frpvFAxnQtwQcNTBp8KN/bWPmmJkARK7+J6Vx0VBVDZqGVl0N1VVQXc2lomx+MTSKKkcTGhozkmDcFbjX8z76de8HJhM4OILJhMlk4v75y+h6Rx8ATm9dzJmgrzlyMQTNBBpgwvKnz5BpPPX3jbj1Hmh97PlhN18y5MbhffHqRY5cOIrf3ZDfBUyYuDdL44+dHmawe93XkRvzq3foPXQsAOvWz+Xo1n9b5711/sHuQ3D//s8YP+2HgOWMXtY+25c0a+Y3Ad+MgIs9LD+H9WPfY3BUSr0/9yEz/x8nuxQya8sshhbAYym1564x8Mc/Y9gUSw2ZZ45z3ndxrblrag8ZBAtet2R3KekUSWs/q7eGtFH9eDnt35gw0atU4+mEW+Z3G2TT1uOh73P3D18CLC/Xxiz+W53za8CDM37LS79bAlje+xb1+TzbiU2W/6teuJrO0tIjhA6x/MxcKuAXp2HakLqz6z72Pu79+Z8AqCi/xpa3nqhz/mmDH+auyTOY+PJfrH2P/PXFWjVcuJpOcPoRMtxg30jL746GxvqCRxncte6XxF0GDmXy7/4BWI6dne/OwrWy9vyD3AfRud8AprzxibVv6MI3qLxaaP2+Zn4TkO8C/mMt8297dhue34RQkXelzhocu7vz4F++tO5ePzMOPK7Vnh/AwaULD/39K2vf8GV/p/zGB0JunV8Dqk2w6j7Y9qzl9ydy1YdcO59QZw0Xrl7gFx5HMZksNT9+HoYW2M6NyWRt/8B7y+nk0oWMjAxyQ7Zx5pi/zdy3/u7P+ud2XN16AhCzbQmFp47dnPg7x/3mcVDkYsluUobG6871H/f3/P4D7hhg+Q/tupX/w9Gd/1fvcT/mlbetzxGJB7dw+eBOm7Fu/d3fPQqy3Sw/h7Uj53Hn2cw65wcY9tzvGOj1IP7x/vzlv7OYdgFW3nfzd6/mZ9+qtHbm5MmTGqCdPHmyTefZvn17m45vNNeu5mma5RDUCrPTWjze5XOntaOPDNe2/Hhcs/pfiArWzvXtrGmgFXVGi1j5j2aNE/bfd7XgJ8ZoMX1NWtWNx3fr1/j/elnbhk4ZWOv+W7+6vovG+5avVRPqb6eBdiXljHXcwz8a12DbC1HB1rZBsyc12Hbs727W8PfpDddwZvcq67gf/Lh7g23XvjPnZr3znmuw7Y9+Zpnf9L5J++PPejbY9tinb2peS7w00/smbdbshus9Mv+X1hrCl7/fYNvXfog2fsl4TdM0LWrTfxpsu+BH3TTT+yaN99Em/rrhGoJemmatIfnozgbbfjnN1dr24umQhtvefzO3Xn9uuIaj04dZxy0tzGmwbaj3ANtf+Aba7hlxswbT+yatuFP9baNGu1uH9FripV3uUn/bs4O72JRwoadT/W09bs4/fsl4LcnTud62F+9wtM5vet+knehffw25XUw2NZy6q0e9bUudbs6vaZp2YkKfBn9upvk3f25f391wdsV52ZqmWf59OvLoiAbb2jxH/PieBtve+T83a/h4asM1JB32t477yeNdG2x763NE0B9+1GDb6S/fzO6dme4Ntj2x9D1rdi//FK3SZPu7V/Ozb01Orbu0UseAAQPsXUKHknM+hsHAtU7g1mfQbdvfTp/hXvQ5dI7wEyea1X/QhGkUnkog6rH7uDehkAm/fo91ycf595AMknKTGOUxivk+863/u6gov0bSga/JPRTAwwu/xsHRcmhUbvZl2pE067jn7oBzPaHKATQgKefmNYTMkydyHNAcTGgODuBgQjM5gAnOFaZQdfM/gIQMtvR3BIb3GAaahknToNry57hu7ta2pgn34p9yBpMGDpqln/U+E0y98b9DAKdx4wlLy6j187hUnI0GFDvfvC3BA3bcBf261/2/+769+1v/HtvtGjtHW/7+3fn7deuHx9C7rLd1GXk3YZNsx8wuyUa70fFSt5pxNGKdr9Zqe6tud44iKX4pGhrZ3WHn6Jvz18xdo+vwm9fD6zZouHXcW+eucf4OSMyzZNfVc7BNDabvNI7tnoN2Y9ZCF9gxuu75ATrfffMyNF3u6EvYJM865wc42eu69e/O3Xtw4v5+tRsBl0ouEdP35vfXHS011DU/QNWE8da/Ozp1ZvsY6pzfZII77rO9bE5dNVwquYSmwalbYtLQ2DsKhrjebK/dcoajfNTNCzUn5SaxdyS4mWvP79nNk/LB/bn7lttT7x9BVn5hrflNQIbbzfkT8xLJmjSavOyc2g8OuH6HOwO5uXv94Ttv9gfLe0Rqfvcru7jy0C19r04cy4lu52vND5aff838ANcm3kNYp7g6a6g57mpEDIBO1Zax6jruxjt1Biz/Pl0b78XOrHPW7GrOyoDlZzfdtZu1n8nLi7DLufXOf63TzdvO9mn4uB9444w0wOke5dbjHmofe31ueY5wvesewiadshnr1t/93C41Y2jEdilp8Lh3G2g5M5WUm0QvN9hlU8PNn31rMuzLZGFhYUyZMqXNxjeamG1L8Hrm96T3cmJIbkWzxykryree+oWW53S9rITwGeO5KzwV719ppPa0nGa9owymXIRXro1mePwlRqVcpcuNspMP+zPS52kATix+h7Kg/Wxyv8Cunjlc6n5zbBMmvPp6Ef3b6NvWMX7peGIvx1r/Ue1o/W+XU0vmb++PXfpL/9buW3M8qfzY20P/pjDsG6ivXKn7dWbRPKXpyQAU9uzS7DG06mrOPDyaE5M8yTxzHGh5Tp1du/HgwWSe/csw60LojTDI/xj2+sKsHYlMSLQshPK7mAi/tw/VFTf/x+792kdM3xbJD/68lEvdLQci3Hzter7P/EbVMd9nPhpah+1/u5xaMn97f+zSX/q3dt+a40nlx94e+jdJq7/w1kJ6vWcoLS2tTcc3msNvPq1poB17YFCzxwhb/I6mgVbuiJZ64ltN01ovJ5d/uFhfc/7BC5bXpRN7oq2eYNKO/O0l7VzIbq2qsqLBMbbFbdPGLxmvuXzooo1fMl7zj/NvsL2R+jcmp5bM354fu0r9nf/hrHT9KvZvTt9bjyeVH3t76N9Yhn2ZbNmyZfzmN79ps/GN5vDzU5j+9QmCf3ovPttP3b7Dd5QV5ZM7tC+D8is5/POpTN9o+WREa+V06+lW5wrL+xdyu7XN6VYjkuNJDZKTGiQn/Rn2ZbI5c+bYu4QOxemS5U2MmmfdbwK9nRP/M4tB+ZVk9XBk0uLt1ttbK6dbT7eaO1kWQm12utWA5HhSg+SkBslJf4ZdDH311Ve3byQarUtOAQCdmrH79MXoI3hvOAxA+ntvWPfXgdbLaeaYmWx7dhtefb1wcXLBq68X/s/68/SYp1tlfKOT40kNkpMaJCf9GfZlMtG6znm6MOKSmagNn3LvC281qe+JSZ54R17i1N13cG9srvXSGkIIIYQeDPuvjlwIr3V5FFo+geV25+jbtLSVfzGZ/im5VDiA27I1tRZCkpMaJCc1SE5qkJz0Z9hNF2fPnm3vEjqMa1dz6VFuOcHoMcLrNq1t9Rw0EtfUy5zetoT767iEh+SkBslJDZKTGiQn/Rn2zFBwcLC9S+gwcs7FAFDaCes1sprC1a1nvRdilZzUIDmpQXJSg+SkP8Muhu66667bNxKNcjXNcpHCXHenRr/fJ+vsCY68/TOqbtngsC6SkxokJzVITmqQnPRn2MVQYWGhvUvoMErSmr77dNqvZzPtk80ce3J8g+0kJzVITmqQnNQgOenPsIuhsrIye5fQYVRcTAOg1MO9wXb+8f6MXzqeH8xxYurxi1SZoO/c9xvsIzmpQXJSg+SkBslJf4Z9A/WwYcNu30g0ipadBcD1vr3rbeMf78+sLbPoVAWb9lhuW3I/9B/QiYY+fyY5qUFyUoPkpAbJSX+GPTN07Ngxe5fQYThdtuw+TQO7T38Q/AEmTPwhHO7OhZwu8PdHYUHwggbHlpzUIDmpQXJSg+SkP8OeGZo1a5a9S+gwuuQUAg3vPp2Um4SGxpxoy/fvPQIFrlCWl9jg2JKTGiQnNUhOapCc9GfYM0Nr1661dwkdhnt+KQBdhoyot80oj1E4VMOoPMv3+4eDCROjezW8SaPkpAbJSQ2SkxokJ/3J5ThEi111NeFeDimhexj2wIw62/jH+/P/1s7CbwsMK4BRb0CVA3J9MCGEEHZn2DNDst156ygtuIJ7ueXvDe0+PXPMTFa9vI2588Yzdq4L4zzHN2ohJDmpQXJSg+SkBslJf4Y9M1RYWEiPHj3abHyjSI88yJBJ36OkM3Qtq2r1i6xKTmqQnNQgOalBctKfYc8M7d69294ldAiFqfEA5Lh3uu1CqPJ6eZPHl5zUIDmpQXJSg+SkP8MuhiZNmmTvEjqE0nTL7tNXG7H7dOwET7J7OHJyzUeNHl9yUoPkpAbJSQ2Sk/5qLYbMZjNvv/02/fv3x9XVFW9vb/bv39/gIBEREbz22muMHTuWrl27MnjwYJ599lmSkpLarPCWysjIsHcJHcL1i+kAXLvN7tMAnplFeF6txsWj/v2IvktyUoPkpAbJSQ2Sk/5qLYbmzJnDZ599xgsvvMCiRYtwdHRkxowZhISE1DvIxx9/zLZt23jsscdYtGgRr776KkeOHOG+++7jzJkzbfoAmsvR0dHeJXQMjdh9GqAoJ4N+RdUADJz0WKOHl5zUIDmpQXJSg+SkP5tNF8PDw9m8eTMLFy5k7ty5ALz00kuMGzeOefPmERoaWucgf/rTn/D19aVz587W25577jnuuece/vWvf7Fhw4Y2fAjN07t3w/94i8bp1IjdpwEywg9yN3C5uwN9+w5u9PiSkxokJzVITmqQnPRnc2bIz88PR0dHXn31VettLi4uvPLKKxw/fpyLFy/WOcjUqVNtFkIAI0eOZOzYscTHx7dB2S0XExNj7xI6hMbsPg1QcDoMgOz+3Zs0vuSkBslJDZKTGiQn/dkshqKiohg1ahRubm42jSZPngxAdHR0owfWNI3Lly/j4eHRYDuz2UxRUZH1q6SkpNFztMQPfvADXebp6NzzrgHQ9c6RDbariIsFoGho/yaNLzmpQXJSg+SkBslJfzaLoezsbDw9PWs1qrktKyur0QNv3LiRzMxMnnvuuQbbffTRR7i7u1u/fHx8rLUsW7YMs9ls3YBq8eLFXL58mS1bthATE8ORI0cIDAwkOTmZNWvWUFxcbNO2sLCQ9evXk5CQwIEDBwgKCuLMmTP4+vqycuVKm7ZlZWWsWLGClJQU9uzZw7Fjxzh58iR+fn5kZWXZtK2qqmLJkiVkZmayfft2IiMjCQsLY/fu3aSmprJ8+fJadefk5LB582ZiYmIIDg4mMDCQxMRE1q5dW6vuoqIi1q1bR2JiIt9++y1BQUHExsayadMmcnNzbdqWl5ezYsUKUlNTCQgIIDQ0lMjISPz9/cnKyuLLL7+kurqaxYsXU11dzZdffklWVhb+/v5ERkYSGhpKQEAAqamprFixgvLycpvxc3Nz2bRpE7GxsQQFBfHtt9+SmJjIunXrKCoqotfV6wAExyRRXFzM2rVrSUxMJDAwkODgYGJiYti8eTOdklIAqB41isWLF2M2m1m+fDmpqans3r2bsLAwIiMj2b59O5mZmSxZsoSqqirefPNNay1ZWVn4+flx8uRJjh07xp49e0hJSWHFihWUlZXZ1J2Xl4evry9nzpwhKCiIAwcOkJCQwPr16yksLLRpW1xczJo1a0hOTiYwMJAjR44QExPDli1buHz5sk1bs9nMsmXLSE9PZ9euXYSFhREREcGOHTvIyMhg6dKlVFZW2vTJzs7Gz8+PqKgoQkJC2Lt3L+fPn2fVqlWUlpbatM3Pz8fX15e4uDgOHTrEwYMHiYuLY+PGjRQUFNi0LSkpYfXq1SQnJ7Nv3z6OHj1KdHQ0W7durVV3RUUFy5Yt48KFC+zcuZPw8HDCw8PZuXMnFy5cYNmyZVRUVNQ61rZu3Up0dDRHjx5l3759JCcns3r1akpKSmzarlq1io0bNxIXF8fBgwc5dOgQcXFx+Pr6kp+fb9O2tLSUVatWcf78efbu3UtISAhRUVH4+fmRnZ1t07ayspKlS5eSkZHBjh07iIiIICwsjF27dpGent6mzxF5eXkd7jni/fff1/054rvHWn3PETk5ObWOtcY8R9zap6M8R3zwwQcd7jmioKCgXT9H2Gy6OHz4cEaPHs3evXu5VUpKCsOHD+fzzz+3/uPUkISEBLy9vRk7dixHjx5t8M1gZrMZs9ls/T46OhofHx+5HIcCSvIv0a2XZaFcnJNJd4/6z/ocfuUxehw7ifb3v3Pvz/+kV4lCCCHEbdmcGXJ1dbVZmNQoLy+33n87ly5d4kc/+hHu7u7W9yA1xNnZGTc3N+tXt27dmlJ/s8l25y2Xe87y0ldxZxpcCAFMX3mQCQmFTV4ISU5qkJzUIDmpQXLSn82nyTw9PcnMzKzVKDs7G4D+/Rv+B+/q1av88Ic/pLCwkKNHj962vT298sor9i5BeVfTEgDI7dGJpr0tuvEkJzVITmqQnNQgOenP5szQhAkTSEpKoqioyKbRiRMnrPfXp7y8nCeffJKkpCQCAgK4++67W7/aVrRx40Z7l6A86+7TdzS8+3RJ/iWuXc1t1hySkxokJzVITmqQnPRnsxh65plnqKqqYvny5dbbzGYzq1evxtvbm0GDBgFw7do1EhISyM21/ANXVVXFc889x/Hjx9m6dSsPPPCAjg+heR599FF7l6C8mt2nS3v3aLBd5Ae/xaVHb478sOkLZMlJDZKTGiQnNUhO+rNZDHl7ezN79mzeeecd5s2bx/Lly3n00UdJS0vjk08+sbYLDw9nzJgx1tc133rrLXbt2sUPf/hD8vPz2bBhg81Xe9Re9z9Syo3dpyv6Nrx9gkNSEg5Ada+eTZ5CclKD5KQGyUkNkpP+nL57w7p163jvvfdYv349BQUFeHl5ERAQwLRp0+odpGb/od27d9d5td0XX3yx9SpuJT169LB3Ccq7uft07e0YbtU9zfKeM6cx45o8h+SkBslJDZKTGiQn/dVaDLm4uLBw4UIWLlxYb6fp06dzyyfyOXz4cJsU15ZcXFzsXYLyuuRcBaDzwDsbbNc/0/IetJ4Tmv7yqeSkBslJDZKTGiQn/dW6UKtRpKam2rsE5fXILwWgy5AR9bYpysmgb/GNC7RObvwFWmtITmqQnNQgOalBctKfYRdDU6dOtXcJyut1tQKAHsPqf2N0RvhBwHKBVrfeA5s8h+SkBslJDZKTGiQn/Rl2MeTv72/vEpRWnJuF2439OT1G3FNvu/zo4wBkDXCrt01DJCc1SE5qkJzUIDnpz+ZyHO3BqVOnmDhxolyOo51LPRHI0ClPUOQMbuX1/wqd3vIFRcu/oOquUUxfHKBjhUIIIUTjGPbMkGx33jJXU2/sPu3eucF24599nYcPJDV7ISQ5qUFyUoPkpAbJSX+GPTNUVVV12+umifqFfvw6U/+ymKi7enBvfEGbzSM5qUFyUoPkpAbJSX+GPTN06y7boumuZ6QBcK23e71tqiqucy5kF+bSonrb3I7kpAbJSQ2SkxokJ/0ZdjH01FNP2bsEtd24eG9F3971Nsk8E8qIh39CRU93qqsqmzWN5KQGyUkNkpMaJCf9GXYxFB4ebu8SlNbp8o0Lr/YfUG+by5HBAGR5uODgWGt/z0aRnNQgOalBclKD5KQ/wy6Gai46K5qna04hAJ0HDq63TemZKADyBvdq9jySkxokJzVITmqQnPRn2MVQZWXzXrYRFu751wDoOmRkvW0cEhMBMI8Y2ux5JCc1SE5qkJzUIDnpz7CLoZycHHuXoDSPRuw+7XbjAq2dmnGB1hqSkxokJzVITmqQnPRn2MXQuHHN/wfa6Ipzs+h+3fJ3j+H17z7dP7MYgDvubfoFWmtITmqQnNQgOalBctKfYRdD+/fvt3cJyso5dxqAq87Q9Y4+dba5eimdPiU3LtB6/6PNnktyUoPkpAbJSQ2Sk/6a9xGfDuDll1+2dwnKKkqzvBcot0dn6ttlSKuu5vCvvocp+xI+zbhAaw3JSQ2SkxokJzVITvoz7Jmhr776yt4lKKs0LRmAop5d6m3To/9Qpn+1H5+A2BbNJTmpQXJSg+SkBslJf4a9HIdovsOv/ZjpX+7h2LQ7eTA41d7lCCGEEC1i2DNDciG8Fsi+BDS8+3TcN+tIPRFI5fXyFk0lOalBclKD5KQGyUl/hl0MPffcc/YuQVmdL1s+9mlqYPfpTq+8ytApTxC94dMWzSU5qUFyUoPkpAbJSX+GXQwdPHjQ3iUoq0vuVQA61bP7dFXFdQZfMQPQ7/7pLZpLclKD5KQGyUkNkpP+DLsYuvvu+jcLFA3rcZvdpzNiQnCugjIn6D92SovmkpzUIDmpQXJSg+SkP8MuhgoKCuxdgpK06urb7j595eQRAC70bf4FWmtITmqQnNQgOalBctKfYRdD5eUte2OvURXnZdHtxu7TvUd41dmmNPYkAHmD63+DdWNJTmqQnNQgOalBctKfYRdDd955p71LUFLuuRgArrpAF3ePOts4JJ0D4PqIO1s8n+SkBslJDZKTGiQn/Rl2MRQWFmbvEpR0NTUBsOw+XR/3tCwAOt1d/3XLGktyUoPkpAbJSQ2Sk/4MezmOmTNn2rsEJV1Lt5z1udqza71tyt/4A4cjQhn6+KwWzyc5qUFyUoPkpAbJSX+GPTO0du1ae5egHP94fw4d2wBAsnMJ/vH+dbbz/sP/Mn3NYYZMbP4FWmtITmqQnNQgOalBctKfXI5DNIp/vD+ztszis33wxzD4+EH4y+Ow7dltzBwj/4sRQgihLsOeGZLtzpvmg+APMGGif7Hl+6zuYMLEguAFNu3OhewictWHXEo61SrzSk5qkJzUIDmpQXLSn2EXQy+99JK9S1BKUm4SGhqj8izfp/YADY3EvESbdhlffsT9r7xH4p9ebpV5JSc1SE5qkJzUIDnpz7CLoR07dti7BKWM8hiFUxWMsVyWjNi+ljNDo3uNtmnncj79RodRrTKv5KQGyUkNkpMaJCf9GXYx5O3tbe8SlDLfZz7DCsClCko6wQV3y5mh+T7zbdr1vmg5ddT1ntZ5v5fkpAbJSQ2SkxokJ/0ZdjGUnp5u7xKUMnPMTP7a4ykAzvaBezzH4/+sP0+PedrapvJ6OYNyLNtT95s4vVXmlZzUIDmpQXJSg+SkP8PuM9SpUyd7l6CcwRlFAFy/ayTRv42udX9mzDGGVMG1TtB/bOv8z0ZyUoPkpAbJSQ2Sk/4Me2bIw6PuS0mI+jknJANQNbbuC7RePhkMwMVWuEBrDclJDZKTGiQnNUhO+jPsYujMmTP2LkE5fVIt757uft+UOu+/diYKgLxBLb9Aaw3JSQ2SkxokJzVITvoz7Mtkjz/+uL1LUEp5SSFDbrwfaODUJ+psM+z/vUVIvwF0GTys1eaVnNQgOalBclKD5KQ/w54Z2rx5s71LUEr6iW9xqob8Lib6DPeqs83ge6fz0F+Xct8v5rXavJKTGiQnNUhOapCc9CeX4xCNcuyj3/Pgu0uIHu3OhIRCe5cjhBBCtBrDnhmS7c6bpiLG8n6gqyMG1Xl/UU4GwX+ezan1C1t1XslJDZKTGiQnNUhO+jPsmaHy8nJcXFzabPyOJvy+vkyOusKRec8z7eNNte4/s2sF437ya7LdHfAsrGq1eSUnNUhOapCc1CA56c+wZ4Y2bNhg7xKU4pmeD4D7xKl13l8YHQZA9gD3Vp1XclKD5KQGyUkNkpP+DLsYeuyxx+xdgjKKc7MYlF8JwKAH6v4kWWX8WUvboQNadW7JSQ2SkxokJzVITvqzWQyZzWbefvtt+vfvj6urK97e3uzfv/+2g5SUlDB//nyeeOIJevbsiclkYs2aNW1Vc6s4e/asvUtQRvrxbwC45OZAz0Ej62xjvUDr6NF13t9ckpMaJCc1SE5qkJz0Z7MYmjNnDp999hkvvPACixYtwtHRkRkzZhASEtLgILm5uSxYsID4+HjGjx/fpgW3lp49e9q7BGUURBwFIHNwj3rb1Fygtds9E1t1bslJDZKTGiQnNUhO+rNuuhgeHs7mzZtZuHAhc+fOBeCll15i3LhxzJs3j9DQ0HoH8fT0JDs7m379+hEZGcmkSZPavvIW6ty5s71LUEZ1bAwAxSPvrPP+ivJrNy/Qev/0Vp1bclKD5KQGyUkNkpP+rGeG/Pz8cHR05NVXX7Xe6eLiwiuvvMLx48e5ePFivYM4OzvTr1+/tq20lV24cMHeJSijW7LlJTDHe+rebDHj9FE637hAq+eY1l0IS05qkJzUIDmpQXLSn/XMUFRUFKNGjcLNzc2mweTJkwGIjo5m0KC695hpCbPZjNlstn5fUlLS6nPUZcqUuq+vJWobeKEQgJ6TptV5v+dYb2L9l1J68TxTWukCrTUkJzVITmqQnNQgOenPemYoOzsbT0/PWg1qbsvKymqTAj766CPc3d2tXz4+PtZ6li1bhtlstm5AtXjxYi5fvsyWLVuIiYnhyJEjBAYGkpyczJo1ayguLrZpW1hYyPr160lISODAgQMEBQVx5swZfH192bhxo03bsrIyVqxYQUpKCnv27OHYsWOcPHkSPz8/srKybNpWVVWxZMkSMjMz2b59O5GRkYSFhbF7925SU1NZvnx5rbpzcnLYvHkzMTExBAcHExgYSGJiImvXrq1Vd1FREevWrSMxMZFvv/2WoKAgYmNj2bRpE7m5uTZty8vLWbFiBampqQQEBBAaGkpkZCT+/v5kZWXx5ZdfUl1dzeLFi6murubLL78kKysLf39/IiMjCQ0NJSAggNTUVFasWEF5ebnN+OdOh9G3uBqADM2Nb7/9lsTERNatW0dRURGLFy/GpVsPgjMrGPvL91i7di2JiYkEBgYSHBxMTEwMmzdvJicnx2Zcs9nM8uXLSU1NZffu3YSFhREZGcn27dvJzMxkyZIlVFVV8fbbb1v7ZGVl4efnx8mTJzl27Bh79uwhJSWFFStWUFZWZjN+Xl4evr6+nDlzhqCgIA4cOEBCQgLr16+nsLDQpm1xcTFr1qwhOTmZwMBAjhw5QkxMDFu2bOHy5cu16l62bBnp6ens2rWLsLAwIiIi2LFjBxkZGSxdupTKykqbPtnZ2fj5+REVFUVISAh79+7l/PnzrFq1itLSUpu2+fn5+Pr6EhcXx6FDhzh48CBxcXFs3LiRgoICm7YlJSWsXr2a5ORk9u3bx9GjR4mOjmbr1q216q6oqGDZsmVcuHCBnTt3Eh4eTnh4ODt37uTChQssW7aMioqKWsfa1q1biY6O5ujRo+zbt4/k5GRWr15NSUmJTduaYyouLo6DBw9y6NAh4uLi8PX1JT8/36ZtaWkpq1at4vz58+zdu5eQkBCioqLw8/MjOzvbpm1lZSVLly4lIyODHTt2EBERQVhYGLt27SI9Pb1NnyPy8vI63HPEv/71r1Z/jsjNzWXTpk3ExsYSFBRU53PErcdaaz9H3NqnozxHfPzxxx3uOaKgoKBdP0dYN10cPnw4o0ePZu/evdwqJSWF4cOH8/nnn/Pmm29yOzXvGVq9ejVz5sy5bfvvnhmKjo7Gx8enzTddrK6uxsHBsDsLNFr05kVM+NmbXOjlxODcCt3nl5zUIDmpQXJSg+SkP+tP29XV1WZRUqO8vNx6f1twdnbGzc3N+tWtW7c2mee7/vvf/+oyj+qunjwGQPaQXvW2CX7rGY68+wI5KWdafX7JSQ2SkxokJzVITvqzvsHD09OTzMzMWg2ys7MB6N+/v35V6eD3v/+9vUtQgunGfhdlo4fV22bsMn88SjUSpv+Y3sPGter8kpMaJCc1SE5qkJz0Zz0zNGHCBJKSkigqKrJpcOLECev9HcmSJUvsXYIS3M9lANDJ694678+/mIxHqeXydoMmtf6uqZKTGiQnNUhOapCc9GddDD3zzDNUVVWxfPly651ms5nVq1fj7e1t/STZtWvXSEhIIDc3V/9qW9HTTz9t7xLaPa26miEXiwHo7f1InW0yIw9Z/uzhSNc7+rR6DZKTGiQnNUhOapCc9GddDHl7ezN79mzeeecd5s2bx/Lly3n00UdJS0vjk08+sXYIDw9nzJgx1ndm11i8eDEffvghq1atAmD37t18+OGHfPjhh1y9elWnh9N4YWFh9i6h3bt8Lpoe5RqVDjBk8vfrbFN42nLm8FIrX6C1huSkBslJDZKTGiQn/dlsCrNu3Tree+891q9fT0FBAV5eXgQEBDBtWt37y9zq008/JT093fq9v78//v7+ALz44ou4u7fNP5bNNXjwYHuX0O5lhgbSD0jv05nhXd3qbFN14wKtJa18gdYakpMaJCc1SE5qkJz0Z7MYcnFxYeHChSxcuLDeDtOnT+fGp/FtpKWltXpxben69ev2LqHdKz5l+d/JlTv7MLyeNq4pN3ZKvat1L9BaQ3JSg+SkBslJDZKT/gy7kUF+fr69S2j3HOPiATCPqftK9QC9L1h+jt292uZ6dJKTGiQnNUhOapCc9Ne6105QyNixY+1dQrvX87xl13GXCffX26ZbaATREUGMeGxWm9QgOalBclKD5KQGyUl/hj0zdPDgQXuX0K5VV1VyZ2YpAH296//IfJ/hXkx4/n9w6z2wTeqQnNQgOalBclKD5KQ/6+U42otTp04xceLENr8cR3l5OS4uLm02vuouRB1m8H2PUO4Ena6ZcezU2S51SE5qkJzUIDmpQXLSn2HPDK1YscLeJbRr2WH7AUjzdK13IRT2xdscfnYy0Zv/02Z1SE5qkJzUIDmpQXLSn2HPDImGHX71+0z/aj8hPkN56HBKnW2Ofm8UDx9M5vCc6UxfHaRzhUIIIUTrMOyZoe9uGilsdYpPAqByTP0fmXdPvwRA57vvabM6JCc1SE5qkJzUIDnpz7CLoeeff97eJbRrvVMuA9D1Xu962wzIKgGg170PtlkdkpMaJCc1SE5qkJz0Z9jF0P79++1dQrtVUX6NOy+XA+A55fE62+RdSKTXNcsrrAMn1n3dstYgOalBclKD5KQGyUl/hl0MjRs3zt4ltFvpkQfoXAXFnWHAuAfqbJMZYblAa8YdbXOB1hqSkxokJzVITmqQnPRn2MVQbm6uvUtot66csLwZOm1gN0wOdf+KXI0JB+ByG12gtYbkpAbJSQ2SkxokJ/0ZdjFUUVFh7xLareunTwJQMLz+i69WJScCUHJn21ygtYbkpAbJSQ2SkxokJ/0Z9nIcQ4YMsXcJ7ZZLwjkAtLF319vGZ0MI2e+dZFQb1yI5qUFyUoPkpAbJSX+GPTN04sQJe5fQbvVNs5yi7X5f3e8XAjA5OOA5ZhKeY9rmAq01JCc1SE5qkJzUIDnpz7CbLhYVFeHm5tZm46uqrCgfZ/deOAA552PpPcy+b+STnNQgOalBclKD5KQ/w54ZWrdunb1LaJfSjn+DA5Db1YTHnXW/THYh6jBh3gM4/KvvtXk9kpMaJCc1SE5qkJz0Z9gzQ6JuIR++ykPvfUXUXT24N76gzjYnvnwX79c+In6wK2PSr+lcoRBCCNG6DHtmSLY7r1tlTDQARSMG1dum7KylTf7gtttfqIbkpAbJSQ2SkxokJ/0ZdjH08ssv27uEdqlrUhoApnvqv96YY5Ll02YVI4e1eT2SkxokJzVITmqQnPRn2MWQv7+/vUtol/qn5wPQY+JD9bbR4wKtNSQnNUhOapCc1CA56c+wi6EpU6bYu4R25+rlCwworAJgyIMz6m03UIcLtNaQnNQgOalBclKD5KQ/wy6G0tLS7F1Cu3Mh9BsAsno44t6v7k2/8i4k0vPGBVoH3f9om9ckOalBclKD5KQGyUl/hl0Mubi42LuEdqfg5DEAMgffUW+bK/GRlDlZLtDaxd2jzWuSnNQgOalBclKD5KQ/wy6G7rij/n/wjUqLjQGgdNSddd7vH+/P86mf0Ou9zvz8z8Pxj2/717UlJzVITmqQnNQgOenPsIuhuLg4e5fQ7nQ/dwEAp3vG17rPP96fWVtmEXs5ljLtOiHXk5m1ZVabL4gkJzVITmqQnNQgOenPsIuhxx57zN4ltDuDLhQC0HPStFr3fRD8ASZMdDVb3i+koWHCxILgBW1ak+SkBslJDZKTGiQn/Rl2MfT111/bu4R2JSf1LL1LNKqBIVOeqHV/Um4SU9M1Mv8NCw5ZbtPQSMxLbNO6JCc1SE5qkJzUIDnpz7CLoddee83eJbQrGccDAbjo4UTXO2rvLD3KYxTzjoHbdehr+WQ9JkyM7jW6TeuSnNQgOalBclKD5KQ/wy6GZLtzW0UnQwG4dGfdnxCb6z6Dp5KgGvh0qmUhpKEx32d+m9YlOalBclKD5KQGyUl/hl0M/frXv7Z3Ce2K6exZAMpGD6/z/jtX+AEQMNaJi/1c8Orrhf+z/jw95uk2rUtyUoPkpAbJSQ2Sk/4Muxhau3atvUtoV3qczwSg8/j7at2XHR+Bd7DlemTDPlpK2V/LiP5tdJsvhEByUoXkpAbJSQ2Sk/4Muxh6/PHH7V1Cu6FVVzPkYjEAvSc/Uuv+xL//ns5VED3anXFPvqJrbZKTGiQnNUhOapCc9GfYxdCZM2fsXUK7kR0fgbsZKhxgyGTbg7C8pJDxe04CUPHWH3WvTXJSg+SkBslJDZKT/gy7GOrdu7e9S2g3Mm98kiytrzOdXbvZ3OfSrQelYUc5/Kvvcf8r7+lem+SkBslJDZKTGiQn/TnZuwB7cXIy7EOvpTTqBAA5Q/swso77B3o9yMCv9utb1A2SkxokJzVITmqQnPRn2DNDFy9etHcJ7YZTXAIA18eMsrn92tVce5RjQ3JSg+SkBslJDZKT/gy7GJo8ebK9S2g3eqVkA+A6YZL1tqqK61we1Z8T93uSHR9hr9IkJ0VITmqQnNQgOenPsIuhXbt22buEdqGq4jp3ZpUB0G/K96y3h3/5V4ZeqWBU3GW69x1kr/IkJ0VITmqQnNQgOenPpGmaZu8ibnXq1CkmTpzIyZMnue++2nvetJaqqiocHR3bbHxVpIXv507v73OtEziXmnHs1Bmtupq44W6MTSvl8IsPMX39UbvVJzmpQXJSg+SkBslJf4Y9M7RkyRJ7l9AuXDpxAIA0zy44duoMwOkt/8fYtFLKnGDsgqX2LE9yUoTkpAbJSQ2Sk/4Me2ZIWBx+5TGmrzpEyCPDeeiQZZfpiAl9mHQ6hyMzxjJtj+x3IYQQomMz7JkhuRCeRef4ZAAq774LgKQgPyadzqHKBEM+WGTP0gDJSRWSkxokJzVITvoz7GJo5syZ9i6hWfzj/Rm/dDyuH7oyful4/OP9WzRen9QrAHS7bwoAlz62bKwY7j2QIfc/1rJiW4GqORmN5KQGyUkNkpP+bBZDZrOZt99+m/79++Pq6oq3tzf79zdus72W9LWH0NBQu8zbksWMf7w/s76eRUZqDOVV5cRejmXWllnNXhCZS4sYcsUMwIAHfgDA/V8fJXjubHr+49Nmjdna7JWTaBrJSQ2SkxokJ/3ZLIbmzJnDZ599xgsvvMCiRYtwdHRkxowZhISE3HaglvS1h6FDh+o+p3+8P7O2zCL2cmyTFjPnjuzk8C8epvtPniX3E8j7BBbvAao1TJhYELygWfWkR+ynUzVcdYF+oycC0MXdA5+FWxj9veeaNWZrs0dOoukkJzVITmqQnPRn3fM7PDyczZs3s3DhQubOnQvASy+9xLhx45g3b16DK9WW9NXbvP3z+CL8C8ory3HZ58Lrk1/nk8c/adM5c9PiyQj7lsit8/niIozK0zAB1x01zI6gbX+ekDsse/k4FZXiWnSNq3d6Uj3AE5ydcUpIYvqRNJsx/xABPcphzk814nLimlfXicOMAtIHdmd0WQmdXLrg4Ni+toEvLy+3dwmiESQnNUhOapCc9Gf9l8/Pzw9HR0deffVV650uLi688sorvPvuu1y8eJFBg+refK8lffU0b/88FoYutH5fXllu/b6xCyKbxZST7WIqJ/UsmSf2c/VkKMTH437uIgMyiuhdquEBTKh31Aogxfamc8VAUr09qoEXYsG5En7x8+a99et6bBQAhcMHcPyNpxm49xj5789j8m+ad6apLRQWFtq7BNEIkpMaJCc1SE76sy6GoqKiGDVqFG5ubjYNarYFj46OrndB05K+ZrMZs9ls/b6kpKQZD6Nxvgj/giEF8O5R8LoMlQ43vtYuJKL7aqodHdCcHCm7awRdvB/C0bULleVlmL/ZjdapE+llWXS7dok/O0CfUhhYVI5p3ULCKhcx4nIFvUs16rvWcJkTnL8D9oyCBA/oXwT/DKrdrtAF8tw7kzvgDsz9PDCZr2OqrMTRXMGVggw6V8HD6dCtAipN4D8GqrTqZv08XBPPA1A9ciTjVgfgUaoRWljQrLHaypgxY+xdgmgEyUkNkpMaJCc70G4YO3as9uijj2rfdfbsWQ3Qli5dWuu+1ug7f/58Daj1FRAQoC1dulQrLy/XvvjiC03TNO2LL77QLl26pH399dfa6dOnteDgYG3fvn1aUlKStnr1aq2oqMimbUFBgbZu3TotPj5e279/v8b7aA/PQdNom6+q29y/bCIa71u+Ov0NLdUdbecotPceMWlf/PpHWm56gvbFF19oV69e1dauXaslJCRogYGB2qFDh7SYmBht8P8O1ngf7QcvoFWYLGN+9CDawA8HaikpKdru3bu1Y8eOaREREdq2bdu0zMxMbfHixVpVVZX2xRdfaFVVVdrixYu1zMxMbdu2bVpqL0dNA23n9KGaBlpaDwet+GqBzc8wJydH8/X11WJiYrRDhw5pgYGBWkJCgrZ27Vrt6tWrNm2Lioq0NWvWaAkJCdq+ffu0w4cPa6dPn9Y2bdqkXblyxaZteXm5tmzZMi0lJUXbtWuXdvz4cS0iIkLz9/fXMjIytP/+979aZWWlNmfOHGufzMxMbevWrVpkZKQWEhKiBQQEaOfPn9e++uor7dq1azbj5+bmahs3btRiY2O1Q4cOafv379fi4+O1devWaQUFBbXqXr16tZaUlKTt27dPCw4O1k6fPq19/fXX2qVLl2rVvXTpUi0tLU3buXOndvz4cS08PFzbvn27dvHiRW3JkiVaRUWFTZ+srCxt69at2qlTp7SjR49qe/bs0c6dO6etXLlSKykpsWmbl5enbdy4UTt79qx28OBB7cCBA9rZs2e1DRs2aPn5+TZti4uLtVWrVmlJSUnaN998ox05ckSLiorStmzZUqvu69eva0uXLtXS09O1HTt2aCdOnNBOnDih7dixQ0tPT9eWLl2qXb9+vdaxtmXLFi0qKko7cuSI9s0332hJSUnaqlWrtOLiYpu2ixYt0jZs2KCdPXtWO3DggHbw4EHt7Nmz2saNG7W8vDybtiUlJdrKlSu1c+fOaXv27NGOHj2qnTp1Stu6dauWlZVl07aiokJbsmSJdvHiRW379u1aeHi4dvz4cW3nzp1aWlpaqz9HHDp0SIuNjdU2btyo5ebm2rS9du2a9tVXX2nnz5/XAgICtJCQEC0yMlLbunWrlpmZadO2srJS++9//6tlZGRo/v7+WkREhHb8+HFt165dWkpKirZs2bJadV+5ckXbtGmTdvr0ae3w4cPavn37tISEBG3NmjW16q7vOcLX11fLycmxaVtWVqZ99dVXWkpKivbHP/6xSc8RERER2rFjx7Tdu3drKSkp2ldffaWVlZW1q+eIW/t0lOeIP/3pTx3uOSI/P79dP0dYN10cPnw4o0ePZu/evTaLpZSUFIYPH87nn3/Om2++WeeCqiV9v3tmKDo6Gh8fnzbZdNH1n654XinnT8dhSgY4Vd/8cjE54Vil4VitUdrFiXLXzjhVVOFcXknvqxU4aOBYDY4aOFTDtU5Q4ApRnrD1bvjrbzbQa6QXcQteB2dn6NwZk4sLps7OODi74uDswsLcHezslonGzX0uTZjw6utF9G+jb1t/zRuwTZh4KUpjzU7L7b6/nsIjf/qC9JeeYvjX++k9dOxtxyotuIJrz744ABfvcGRQQRXBc5/BZ+HWZv5020ZZWRmurq72LkPchuSkBslJDZKT/qwvk7m6utosSmrUvJGroWBa0tfZ2RlnZ2fr9926dWtE2c3z+uTXWRi6kNd/ZHv7vKnz+Pjxj2/b3/WfrpRX1n5jm4uTCxt+8AIAfdYcrrf/L+IfYceNxYyGZv1zvs/8RtU/c8xMtj27jQXBC/h6UiJ3mZ34y74Snv8qjPMBDzEl20zKlPuoOHSE/mO9GxwrPWwfdwNXnWFQQRV5XUxM+lv72wJ+5cqVvPbaa/YuQ9yG5KQGyUkNkpP+rO+89fT0JDs7u1aDmtv69+9f7yAt6aunTx7/hD9P/TMuTi6AZRHT2IUQWBZTdXlj8huN6l+zmPHq64WLkwtefb3wf9afp8c83bgHcGOM6N9GU/bXMt7ec5UjM8biAAy+Yianm4lhV65T/fCDpEcebHCc/IgjADjcOEkV+6wPXdw9Gl2HXuQJQQ2SkxokJzVITvqzLoYmTJhAUlISRUVFNg1OnDhhvb8+Lemrt08e/4Syv5bxRa8vKPtrWaMXQjV9W7KYAtvFTPRvo5u0EPouk4MDD+44RdgkT5yroHOFRsYdjgwsqMLl0e+THLy93r6VMdEAdL8OpZ3Aa8HyZtfRlmRbejVITmqQnNQgOdlBzRuZw8LCNEBbuHBhzU1aeXm5NmLECM3b29t6W2lpqRYfH6/l5ORoTe3bGCdPntQA7eTJk03q11S5ubltOr6erl3N006P6K5poGV3N2nn+nbWNNDyupi0swFr6uwTcU8vTQMt6KcTtOC//EznihuvI+XUkUlOapCc1CA56c96Zsjb25vZs2fzzjvvMG/ePJYvX86jjz5KWloan3xycw+e8PBwxowZY7NybWzf9iQwMNDeJbQaV7eeDDx0kpQ+nelXbHl7dtyQLvS8plH9+h/Qqmt/9H7ABctH6Hu9/DumfeSrc8WN15Fy6sgkJzVITmqQnPRns1vfunXrePPNN1m/fj1vvPEGFRUVBAQEMG3atNsO1JK+9uDl5WXvElpVz0Ej6bz/IJe7OzDi8nWud3YixGcYHvuOYHKw3ZSxMCsVz6uWBdKQB2fYo9xG62g5dVSSkxokJzVITvqzufaCi4sLCxcuZOHChfW1Z/r06WiaVuv2xvRtT3JycuxdQqsb6PUQif6+uP74eSYkFxHa250+w28eVBkxIQz0eoi4zf/HVCyfJOves5/9Cm6EjphTRyQ5qUFyUoPkpL/mXcehA6iqqrJ3CW1i9Pee49xXn3DdEaaGXuTIbMtH7I/96w/0vfdh5j7fk+v/9x8AKhxpd9ci+66OmlNHIzmpQXJSg+SkP8MuhgYOHGjvEtrMfb/4MxH/+B0A07ef4vAbPyH/wG46VcOnXxfw8AVLu/1DLRs5tmcdOaeORHJSg+SkBslJf4ZdDEVERNi7hDb14Dv/5fDvLe8Hmv7FLgI9S/n0Act9jjde5fxmJCwIbj8XZa1LR8+po5Cc1CA5qUFy0p9hF0NPPvmkvUtocz5f7Cb4qfEAfOabz94R8M6jliveA8T2hcS8RPsV2AhGyKkjkJzUIDmpQXLSn2EXQxs2bLB3CW3O5ODAQ37hHJ8ygM7VsH0LnOxvCb3KBIkeMLrXaHuX2SAj5NQRSE5qkJzUIDnpz3qh1vbi1KlTTJw4sU0u1GpU5SWFxN47gEnnrmF2BOcqSOwFd71Oky8HIoQQQnQ0hj0zZKTtzl269eD8qk8509uyEAI408fyp2WLxvbLSDmpTHJSg+SkBslJf4Y9M1RcXEz37t3bbPz2ZvzS8RQkxRC6AgYWw9+nw4fTTXj19SL6t9H2Lq9eRstJVZKTGiQnNUhO+jPsmaFt27bZuwRdJeUmcdEdfH4J86fDl5MtZ4Xa+xuojZaTqiQnNUhOapCc9GfYxdCDDz5o7xJ0NcpjFCZMpPSEBdMhvwuYMLX7N1AbLSdVSU5qkJzUIDnpz7CLoZSUFHuXoKv5PvPR0DBhAiwLIQ2N+T7z7VxZw4yWk6okJzVITmqQnPRn2MWQq6urvUvQ1cwxM9n27Da8+nrh4uSCV18vJT5JZrScVCU5qUFyUoPkpL/2fWGqNtSjRw97l6C7mWNmMnPMTHuX0SRGzElFkpMaJCc1SE76M+yZoYSEBHuXIBpBclKD5KQGyUkNkpP+DLsY8vHxsXcJohEkJzVITmqQnNQgOenPsIuhrVu32rsE0QiSkxokJzVITmqQnPRn2E0XhRBCCCHAwGeGZLtzNUhOapCc1CA5qUFy0p9hzwyZzWacnZ3bbHzROiQnNUhOapCc1CA56c+wZ4bWrFlj7xJEI0hOapCc1CA5qUFy0l+722eorKwMgPj4+DadZ+DAgZw6dapN5xAtJzmpQXJSg+SkBslJf+1uMZSWlgbAiy++aN9ChBBCCGEI7e49Q7m5uQQGBnLnnXe22ZbkJSUl+Pj4EBwcTLdu3dpkDtFykpMaJCc1SE5qkJzso90thvRQVFSEu7s7V69exc3Nzd7liHpITmqQnNQgOalBcrIPw76BWgghhBACZDEkhBBCCIMz5GLI2dmZ+fPnyz4O7ZzkpAbJSQ2SkxokJ/sw5HuGhBBCCCFqGPLMkBBCCCFEDVkMCSGEEMLQZDEkhBBCCEOTxZAQQgghDE0WQ0IIIYQwNEMthsxmM2+//Tb9+/fH1dUVb29v9u/fb++yxC0OHz6MyWSq8yssLMze5RlSSUkJ8+fP54knnqBnz56YTKZ6r6otx5j9NDYnOcbsKyIigtdee42xY8fStWtXBg8ezLPPPktSUlKttnI86afdXai1Lc2ZMwc/Pz/efPNNRo4cyZo1a5gxYwZBQUE89NBD9i5P3OKNN95g0qRJNreNGDHCTtUYW25uLgsWLGDw4MGMHz+ew4cP19tWjjH7aUpOIMeYvXz88cccO3aM2bNn4+XlxaVLl1i8eDH33XcfYWFhjBs3ztpWjicdaQZx4sQJDdAWLlxova2srEwbPny49sADD9ixMnGroKAgDdC2bt1q71LEDeXl5Vp2dramaZoWERGhAdrq1atrtZNjzL4am5McY/Z17NgxzWw229yWlJSkOTs7ay+88IL1Njme9GWYl8n8/PxwdHTk1Vdftd7m4uLCK6+8wvHjx7l48aIdqxN1KS4uprKy0t5lGJ6zszP9+vW7bTs5xuyrsTndSo4x/U2dOpXOnTvb3DZy5EjGjh1LfHy89TY5nvRlmMVQVFQUo0aNqnUV4MmTJwMQHR1th6pEfX75y1/i5uaGi4sLjzzyCJGRkfYuSdyGHGNqkWOs/dA0jcuXL+Ph4WG9TY4nfRnmPUPZ2dl4enrWur3mtqysLL1LEnXo3Lkzs2bNYsaMGXh4eBAXF8enn37Kww8/TGhoKPfee6+9SxT1kGNMDXKMtT8bN24kMzOTBQsWWG+T40lfhlkMlZWV1XnhOxcXF+v9wv6mTp3K1KlTrd8/9dRTPPPMM3h5efHOO++wb98+O1YnGiLHmBrkGGtfEhIS+MMf/sADDzzAyy+/bL1djid9GeZlMldXV8xmc63by8vLrfeL9mnEiBH85Cc/ISgoiKqqKnuXI+ohx5i65Bizj0uXLvGjH/0Id3d363uEasjxpC/DLIY8PT3Jzs6udXvNbf3799e7JNEEgwYN4vr165SWltq7FFEPOcbUJseYvq5evcoPf/hDCgsL2bdvX63jQ44nfRlmMTRhwgSSkpIoKiqyuf3EiRPW+0X7lZKSgouLC926dbN3KaIecoypTY4x/ZSXl/Pkk0+SlJREQEAAd999d602cjzpyzCLoWeeeYaqqiqWL19uvc1sNrN69Wq8vb0ZNGiQHasTNXJycmrddvr0aXbt2sX3v/99HBwM8yurHDnG1CDHmH1VVVXx3HPPcfz4cbZu3coDDzxQZzs5nvRlmDdQe3t7M3v2bN555x2uXLnCiBEjWLt2LWlpaaxcudLe5YkbnnvuOVxdXZk6dSp9+vQhLi6O5cuX06VLF/71r3/ZuzzDWrx4MYWFhdZPsOzevZuMjAwAXn/9ddzd3eUYawcak5McY/b11ltvsWvXLp588kny8/PZsGGDzf0vvvgiIP9m6c7euz7qqaysTJs7d67Wr18/zdnZWZs0aZK2b98+e5clbrFo0SJt8uTJWs+ePTUnJyfN09NTe/HFF7Xk5GR7l2ZoQ4YM0YA6v1JTU63t5Bizr8bkJMeYffn4+NSb0Xf/SZbjST8mTdM0nddfQgghhBDthrw4LIQQQghDk8WQEEIIIQzt/wN47i4YaFuQQAAAAABJRU5ErkJggg==\n",
-      "text/plain": [
-       "<Figure size 700x400 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
     }
    ],
    "source": [
@@ -735,12 +744,12 @@
     "                       # and LOshift phase shifts compensate for time shift due to Ndown < Ndft\n",
     "\n",
     "result = np.all(np.isclose(yDown, yDownBpfLo))\n",
-    "verify_result(result)\n",
-    "\n",
-    "plt.plot(m_sub, yDown.real, 'g.-')\n",
-    "plt.plot(m_sub, yDown.imag, 'g.--')\n",
-    "plt.plot(m_sub, yDownBpfLo.real, 'r-')\n",
-    "plt.plot(m_sub, yDownBpfLo.imag, 'r--')"
+    "if not result:\n",
+    "    plt.plot(m_sub, yDown.real, 'g.-')\n",
+    "    plt.plot(m_sub, yDown.imag, 'g.--')\n",
+    "    plt.plot(m_sub, yDownBpfLo.real, 'r-')\n",
+    "    plt.plot(m_sub, yDownBpfLo.imag, 'r--')\n",
+    "verify_result(result)"
    ]
   },
   {
@@ -751,7 +760,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 134,
+   "execution_count": 22,
    "id": "f814c9b9",
    "metadata": {},
    "outputs": [
@@ -793,7 +802,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 135,
+   "execution_count": 23,
    "id": "dd7a9503",
    "metadata": {},
    "outputs": [],
@@ -830,7 +839,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 136,
+   "execution_count": 24,
    "id": "3cf6aa74",
    "metadata": {},
    "outputs": [],
@@ -841,8 +850,8 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 137,
-   "id": "43cfbcbc",
+   "execution_count": 25,
+   "id": "373ab5bb",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -859,7 +868,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 138,
+   "execution_count": 26,
    "id": "03da0b30",
    "metadata": {},
    "outputs": [
@@ -880,7 +889,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 139,
+   "execution_count": 27,
    "id": "a5c60be5",
    "metadata": {},
    "outputs": [
@@ -893,7 +902,7 @@
     },
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 700x400 with 1 Axes>"
       ]
@@ -904,11 +913,10 @@
    ],
    "source": [
     "# Plot original real xData recovered yrUpLpfLo\n",
-    "# TODO: Why is the intGroupDelay only correct for integer wgSub ???\n",
     "xDelayed = xData[0:len(yrUpLpfLo) - intGroupDelay]\n",
     "plt.plot(xDelayed, 'r.-')\n",
     "plt.plot(yrUpLpfLo[intGroupDelay:], 'b.-')\n",
-    "plt.xlim([100, 200])\n",
+    "#plt.xlim([100, 200])\n",
     "\n",
     "if not wgModulation:\n",
     "    yrAmpl = np.sqrt(np.mean(np.abs(yrUpLpfLo[Ncoefs:]**2)) * nofSsb)\n",
@@ -929,7 +937,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 140,
+   "execution_count": 28,
    "id": "7049249e",
    "metadata": {},
    "outputs": [
@@ -963,7 +971,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 141,
+   "execution_count": 29,
    "id": "64cc34f3",
    "metadata": {},
    "outputs": [],
@@ -979,7 +987,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 142,
+   "execution_count": 30,
    "id": "71a91beb",
    "metadata": {},
    "outputs": [
@@ -1028,7 +1036,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 143,
+   "execution_count": 31,
    "id": "a3aae48a",
    "metadata": {},
    "outputs": [
@@ -1065,7 +1073,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 144,
+   "execution_count": 32,
    "id": "3c2c8ec5",
    "metadata": {},
    "outputs": [
@@ -1110,7 +1118,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 145,
+   "execution_count": 33,
    "id": "b0f997d3",
    "metadata": {},
    "outputs": [
@@ -1154,7 +1162,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 146,
+   "execution_count": 34,
    "id": "47d5bf5b",
    "metadata": {},
    "outputs": [
@@ -1180,7 +1188,7 @@
     "Yc[kLo] = yDownBin\n",
     "Yc[Ndft - kLo] = np.conjugate(yDownBin)\n",
     "\n",
-    "# Single bin from PFB\n",
+    "# Single bin synthesis from PFB\n",
     "yr = synthesis_dft_filterbank(Yc, Nup, Ndft, hPrototype, commutator='ccw')\n",
     "yr = yr[0 : len(yrUpLpfLo)]\n",
     "\n",
@@ -1193,7 +1201,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 148,
+   "execution_count": 35,
    "id": "4818ad5a",
    "metadata": {},
    "outputs": [
@@ -1208,23 +1216,24 @@
       "  . Ndft       = 16\n",
       "  . commutator = ccw\n",
       "\n",
-      "SNR_yr = 85.77 [dB], single channel\n",
-      "SNR_sr = 60.15 [dB], all channels\n"
+      "kLo    = 1\n",
+      "SNR_yr = 85.77 [dB], single bin\n",
+      "SNR_sr = 60.15 [dB], all bins\n"
      ]
     },
     {
      "data": {
       "text/plain": [
-       "[<matplotlib.lines.Line2D at 0x7f21a48b3df0>]"
+       "(150.0, 200.0)"
       ]
      },
-     "execution_count": 148,
+     "execution_count": 35,
      "metadata": {},
      "output_type": "execute_result"
     },
     {
      "data": {
-      "image/png": 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\n",
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cM3TFAlqnjgLXCh5b9QZ6g94s97UmtuqXAHRVOoLKQwAYmz0Vv+7S5uSmeNatazc+6iLNI/v1lh9Y+tl604UKLIoIwgRGzP38C2hVgFt+Dz775/tmu2/It4vwTrsL3Mp5YtOf0el0vPrqq2a7v8A62KJn+QV57GkjPTj8qXoGbp5uZrmvu6c7P4z5GCpbkdPlDG/8I8As97UmtuiXQOI/H/8PTed4qPQk+L2P6o6b6tm//vJ3+qWPBScdf7mygLzL+SYqFVgSEYQJ6si9nMu+TtKX2Uvq2WadjOzi6sJPUxdDZSsKup3hhb+8x+rVq812f4F1sEXP3vzPv9F7FOGc14f/ffGeWe/9+JxHeDhZmuD8nepb4mLizHp/S2OLfglAr9PzddZaAEamT6bv4D51n5nDs/B/rMSpvC1VnX9j0l/Ea0lbRgRhgjpe+2AhBq9MXIo789VHH5j9/g8+PpbHM6V5Nuvb/ZfXr8zD481B+AcsNHtZAsswceJEuSUYUVZeRqhLKADTip/C08fT7GVsXbYIjyu3Y3AvZdjme1H9S62Yemtrfgkkvv7ye0q7xkK1O9+99W+jz8zhWZ9efZjfTlpQcmrIalzn9VFUvXUkRBAmAKAkt4Rt3tKX2Qzd0xbbabtvR1/pH04GcKlE0/ECi9UBomNQCL/++qvcEoz4y3/+g65NNqqiriz7xDJP/K3atuLByvukX9xLwVWrmHpra34JJD5L/B6AoakTue2uoUafmcuzT9//J15XB4OzjmqfFEXVW0dCBGECAN4JWITOJxWnMh+W/edji5Xzbck6MBgn+UavYknRGouVKTAfvr6+ckuoo6q6ijWVGwCYkDWN9t3bW6ys/Z57jdPKKKTe2pJfAomV326koOdJ0DuzfE79zVjN5ZlKpULjXCnV29ouVyH11pEQQZgAbZmWELdNAEwpnYa3t7fFytL4XALVdUnSnAxofFIsVqbAfDg7m7b1gzkJ+PRzKttegbIOfPdv8y0iaQip3l53UAH11pb8Ekj8I0pK79cv5WHuHX93vc/N6Vll2yuKrLeOhAjCBLw3//+o8r2AStOGoA8sNwoGNQmW9df1CjdJsCywLdLTbSMvnU6n49s8aWLz/ZefpNvArhYtT6n11lb8Ekj89MMOsnofBoOKJU82vAmwOT1Tar11JEQQ5uBUa6v5rlLasXlc3lT8/PwsWt473nPqhsTraGKiWoH83HnnnXJLAGDBV99Q0SEZNF5891fzrohsiHr11oAi6q2t+CWQ+OveJQB0S3mAiU8+1OA55vSsrt7WvnxQSL11JEQQ5uD854Nv0XSJgyoPgv3/Y/HyFi2Yz3uaBahzBoJOGnb3zBja5ES1AnnZuXOn3BIwGAwsTpEmNo9ImcrAu/pbvMw/6u2Aujk296U8a/P11hb8Ekjs3/4Lab0PAPDl+Bvvim9Oz2rrrXOxtBEs1e74a5qeGFxgeUQQ5sAY9Ab+myvtqDzy6iT69OtrlXIXLZhPxbfn+aG7NA+trOPvZGeIPGdK4JVXXpFbAt8GraS4UzxUebD8VevldZTqbQK3JE0DIIcCq5XdUmzBL4HEW5u/BCc9vpfuZeYLT97wPHN7tmjBfFL/GgU6F3DVcvfAYWa9v8A0RBDmwPzfJysp7RkFOle+e/sjq5efV34Fl7xe4Kph8dJgq5cvaD7Lly+XWwIfnZEmNg/6fQp3PTjc6uU/P+gRAC50ikSr0Vq9/OZgC34J4OQvp7jQey8An9zx2k3PtYRnXbt1xTdjBABL9m8x+/0FLUcEYQ6KQW/g84vSxOZb0x/mtuG3Wl3DvD/PY3i+tDooNP2g1csXNB85E0KHnQ+jx4Ke5HY9DQaYNUGeJ/q3//wnVGXtMbQqYPnytbJoaCoigbdt8NrKheBcRdvLdzL37T/d9FxLefao9xgATnietMj9BS1DBGEOiH/AQtze7UtB38NggFs9BsiiIzAwkFfumgLApS4nKS4slkWHoOnIlRA67HwY0zdN57I2re7YR2kfEHY+zOpaWnm1ok+69PCwKna31ctvDiKBt7z4ByzE/e3+/NpHqqe3Vd3S6DWW8uz9V14BgwpNlzgOhB2xSBmC5iOCMAfDP2Ahi9UB0g7KNYR0/K8sOyhPnz6dl16fiVNRF3Av5b+B31tdg6B5TJ8+XZZy/7rhfWmT39pFtSpAr5KOy8Csng8CcK79CXQ6nSwamoJcfgn+6GsrO/wu1VcDHO6zptG+1lKeDRg8kHaZtwHw9dZNFilD0HxEEOZgLClaLS2zv+7LTI4dlI8dO4aruytDsqVRhfVJ+6yuQdA8jh07Jku5aYa0Bjf5TTOkNXyBhfnbn+eAtg06ryx+WL1ZFg1NQS6/BC3vay3p2SNu9wNwyC3SYmUImocIwhwMjc8lad+Ya5FpB+W+faXVmM8PliY6J3W2/YnOjk6tZ1Ynd4Bx2iCQvuByB8oip12ndnS/LD08LD+yVRYNTUE2vwQt7mst6Zn/8y8CUNrtNKcOxFisHEHTEUGYg6HO79Xgl5kcOyiXlZUB8Na85+smOi9bZtsTnR2dWs+sjW/s9LpXOoAUgDkZ6Hl8rix6AJ7sKE10Pu19AoPh+kZlG8jll6Dlfa0lPRtx1whaZw0GlYHFIestVo6g6YggzMF4rdVs41xiNV9mcuygXFwsTcRv1caDvhn3ALDqV9ue6Ozo1HpmbQb4Fkn/qPSEKjVk3wobw/hqonw7wvu/9SJUqanySWPbZtust3L5JajZrb4Ffa2lPRtnuBeAffoTFi1H0DREEOZg9PKp2TlZ5wxV7qhzBuKvlWcH5YED/3iV9Eyv8QD81uG4TU90dnSu9cya/N4+GoDWR/6C+rMChq3eRNhUP578on4CZGvRtW9XfC+PBOB/4bY5L0wuvwQw5+nH//iluul9raU9+9tT0hYZhd2jSIxOsmhZgsYRQZiDsfG3QwD0ufwAhk81VHx7XrYUFocOHar791///CJovNC1yWbtyh9l0SNonGs9sxZlpWVk+knzV5Y9O5wKg5rYioGyBmC1PNrmPgBOqG1zVEEOvwQSges2AOBxdQiGT5re11ras3EPjsEjty84V7Mw2PoLsgTGiCDMwfi1jfRlNsn3HpmVwMyZM+v+3bZjW7pfkb5Ug45vk0uSoBGu9cxafP99CLiVoSrpxKyXHm/8Aivy/itzQOeCxvcCEXttb+8lOfwSSOzJk1YgDisb3qzrrOHZPRqp/99VLlbPyo0IwhyIM7/8isbvHABvvzBbZjWwatUqo9+n+0oTnc94R6LX6eWQJGiE6z2zBhtjpaTHPa+OwMXdxerl34wBw/vT7oo0L+2r0B9kVlMfOfwSQHVVNZc6nQFg1m3jm3WtNTybN2kWADk9IrmcmG7x8gQ3RgRhDsTSTdK8Fc+sQQwaIv9ckevTc/i//RJUeVDVLo0tm3fKpEpwM+RIgxPbShq9negz0uplN4WHXaRRhV9UtvdKUqQtkoeNa7dg8MwDbRteeXVWs661hmdTn5yMa0E3cNWwaKkI1OVEBGEOxL5iaXLzCO0ImZVIXJ+ew6+3H53SRkmf7QuVQ5KgEaydBufX6DgqfC+AQcXbz9nmqzX/Pz0PBhWlXc5y+oRt7b0k0hbJw5pjewDwSx+Bp7dns661hmcqlYo7S6SHh635tvca3ZEQQZiDoC3TcqWLFIQ9N/IRmdVIPPvss/WOPeYlTXSO9LC9UQVBw55ZkqUh0uTmVpm3csvIwVYtu6nccf9wWqcPB2DxOtua6GxtvwQSUS7Sq8gHWjV/CxVrefbGmGkAXOkeSV56nlXKFNRHBGEOwtrvfsLgmYdK25oX5jRveNxS7Nmzp96x+a+9CDpXNB1/58DPETKoEtyMhjyzJOEFJwG4vfx2q5bbXMbqpEUleytta6Kztf0SQGpSKsV+cQC88eRTzb7eWp49+9wMnEt8QV3Ml/9bbZUyBfURQZiD8EO0NLm529URuLu7y6xGYvjw4fWO9b21Dz6X7wLgqy0hVlYkaIyGPLMUlZWVXK6Z3Pzs8OZNbrY2f33yGQAKup4h6bffZVbzB9b0SyCxZOUP4KTHLac/9z3S/G1UrOWZs7Mzt+ZJryQ3Xf7FKmUK6iOCMAfhtEcsAA97j5JXyDVcvXq1weOPuI0G4LDzcWvKETSBG3lmCX5YsxmDRxFUtOXFuU9brdyWMP6x+1FfHQJOer74LlhuOXVY0y+BxI4Mqd+6pahlo7fW9OylOx4FILn7cUoLRIorORBBmAOQeCaJsi6xALz1jG28igRumG/v/dqJzp3jOXX8tJVVCW6GNXMkrosMB6Br+p14tFFbrdyWck+5NOqxs/iozEr+wFZzWtorep2eix2kPuupAWNadA9revba3OdRlbeDVvks+Ubk7ZUDEYQ5AEvWbAQnPercvowYaRsrIwH8/PwaPD78vltpc0XSuegH25ro7OjcyDNLEO0qrTR8sPVdVivTFOY9Mh2ArK6nyEjLkFmNhDX9EsD20J/ReWVBlQdvvNayCfbW9MzNzY2B2dLDw7oL+61WruAPRBDmAPycGwXAsFLbCcAAYmJuvJz/Ab00V2F/te2MKghu7pk5uZhwkdLOvwHw1lPTrVKmqUydNRHX3D7gUsmipbbxStJafgkkvt+/A4AO6SNo59uuRfewtmd/GiStlk/0O0FlRaVVyxaIIMzuqdZWk9JZ2ppiZjN3brY0kydPvuFnf39Keoos7BJLwrlEa0kSNMLNPDMngat/AJUB96zBjHzwDquUaSpOzk7cUSiNKoRl2UbORmv5JZA4bpAWkoxxafkDr7U9m/fWK6i0rdF7ZbJiyQarli0QQZjds2nNTgxeV6HKg1dfkT9V0bWsX7/+hp/dP/kePDJuBZXBpiY6Ozo388yc7MyU9om7tXi4VcozF6+NngrA5a4nKcgtkFmN9fwSQFZ6Fvk1c2/nTm55jlNre9a6dWt6ZUoLtlbGii1NrI0Iwuyc1UelRtU5czit27SRWY0xjaXnGK2RRhV2lYpXkraCNVKq6HQ6kn2lEYUZg8davDxz8qdXnsK5qAu4lfHV/76XW45IW2RFvg1eD85VuOT34OGpD7T4PnJ4NrPngwDEdYxEV6WzevmOjAjC7JyTLtL8gnEetje5ubH0HH+eKG10mNM1msuX0qwhSdAI1kipEvbjTvStc6DSk9dff8bi5ZkTZ1dnhuZI8xk3XjogsxqRtsiabLkopf8ZmD8CJ+eWf7XK4dnf3nwVqtTofC4RErzV6uU7MiIIs2NSEy9T3E0Kwt6cZnv7LM2ZM+emnz8682HcsgeCczWLvhWvJG2BxjwzB6sipOTtvul34NXey+LlmZsXh00C4GKXSCrKKmTVYg2/BNK2Eud9pK0pnuh5n0n3ksOzDr4d6JohPagvO7rd6uU7MiIIs2OWBoeAcxVuBT24f/y9csupx+bNm2/6ucpJRYeSrgAEenyGx5uD8A9YaA1pghvQmGfm4ATSq8ixrsqYkH89r7/5HGjaYPAopNUX3rLWW2v4JYADu36hut1lqHbjrVdNy/0ol2dPdBwHwIneP6L6l1r0t1ZCBGF2zI6MSACGFNrW1hS13HffzZ8Y/QMWktH3oPSLkx5NxwssVgeIjkFGGvPMVNJT0ymsybv32qMtn9wsJx988jWoS6RfnKtkrbeW9ksgEbRrCwBtM4bj19O0fb7k8qy6Si/9w1ULrlrR31oJEYTZKXqdnqSO0vD49IG2Obn54sWLN/18SdFq0Kv+OOBkAL2KJUViA1e5aMwzU/n2+/XgXI1rXh/GP9ayHcflZknRajDYRr21tF8CicNaaRug0QbTH3jl8myNJhSu3axf9LdWQQRhdsrOjfvQ1QyPv/7yc3LLaRBPT8+bfq7xuSR1BNfiZEDjk2I5UYKb0phnprI1VVoJOyj/dlROqkbOtk00PpdAZRv11tJ+CaAwv5Dsmq0pXhpn+h5fcnkm1dvrDor+1uKIIMxO+X6/NLm5feYwOvh2kFlNw7RpZMsMdX4v45EwAL0KdX5vy4kS3JTGPDMFg8HAhfbSfLAne9neHMamYkv11pJ+CSSCVqwH1wqciv14cvYUk+8nl2fq/F7GI7gg+lsrIIIwO+WoQVoVeb+L7U5uTkpKuunn73jPqRsSB6ShcicD89q+YHFtgoZpzDNT2LvzINXe6VDtzptzTZvcLCd19bZ2MEzGemtJvwQSm8//AkDfbNO2pqhFLs/e8Z4jjeDW1lu9SvS3VkAEYXZIdlo2+d2kEYVXJz8ps5obM2bMzef8LFown/c0C1DnDJQ6BhWMu/Q8X3w+3zoCBfVozDNTWFEzubld+u106tHJYuVYmtp661LYXTqgc8Nfu0CWemtJvwQS57ykB94pne4xy/3k8qy23lLZGgCn0k6y1VtHQgRhdsi3KzaAawXOxX5MeuxhueXckKYsxV60YD4V356n58UJ0gFlThOyGyy5fP5IpbSQ5F5sd/S2qSxaMJ+kN45Ir3dcKnlu2qOy6BBbVFiWyMOn0Ha4CHpn3nnRPKO3cnq2aMF8JmTPBKBzzi0iALMCIgizQ7akHANgYN4IVCrbjVqak57jbo9bAIhzireUHEETsFRKlYLcAnJqJje//KDp82psgV4De6LOGQDA2p92yKJBpC2yLN9u3gRAm4zb6HOLeeZOye3Z1GHSfMxM37PodXpZtTgCIgizMwx6A+d9pOHxqT1se4+g5qTnmHHfeADyO8WjqdBYSpKgESyVUmX5ih/AVYNzYVemzppgkTLkoF/xYAAOpJ+RpXyRtsiyHCg5BcBdlebbi1Fuz2Y/Nw10rhjaZLNv6y+yanEERBBmZ0TsOEpVh99B78xbNro1RS2vvfZak8+dOvMRVOXtwK2czRtEWg25aI5nzWFz4iEA+uaYZ3KzrTDO93YAEj3Py1K+pfwSQHlZORldpOD6+bvNN+1Dbs+823njlSU9PGw8uF9WLY6A/fR2AgCCdm4FwDvzVrr17CavmEZYuXJlk891dXelQ9ZQAMKifrGQIkFjNMez5vCbtzR6+1gX80xuthX+NFXaN6rc9zyZaZlWL99SfglgZfBGcC9BVdaBZ1+aZr772oBnt2iHAHC06KzMSuwfswRhWq2W999/ny5duuDh4cGoUaPYt29fo9f98ssvqFSqBn8iIyPNIc3hOFQzufkeg+1Pbp40aVKzzh+B1DFEaX+zhBxBE2iuZ03h6IETVLZPliY3v6zcrSkaYuTYO3Eu7AZOetat32r18i3hl0BiQ8wBAHpk3oGru6vZ7msLnk3oKyXzTm0nzwiuI2GWIGzOnDl89dVXzJ49m2+++QZnZ2cmT57M0aNHm3T9vHnzWLdundFPv379zCHNoSjKKSKrqzQ8Pmec7U9ujomJadb5U28bDcDVjufEhFGZaK5nTWH5llAAvDKG0XNgT7PfX26650mLSnYlWv/B0hJ+CSRiWkl97YR2I817Xxvw7IVnpZG9qg4X+fWYGA2zJCYHYVFRUWzcuJEFCxawePFi5s6dy8GDB+nZsyf+/v5Nusf999/Pc889Z/TToYNt7vJuq/gHLKTDp7eBewnonDl11vafYPz8mpfodvbzT0CVGr1nPgf3/GIRTYKb01zPGsM/YCHr23wHQKn3FbtMFjzaU3qNftbF+m3S3H4JpDrr/nY/KjolgAGqdFVmvb8teNarby/UOdJAyNotO2VWY9+YHISFhobi7OzM3Llz646p1WpefvllTpw4weXLl5t0n5KSEqqrq02V45D4ByxksTqA6nZp0gEnHf/n8U+7+0Lz7uCF11XpCy1kb7jMagSmUltvcS8BQN86h8XqALurt0+PfRCAgk6/UV5SLrMagSnU1tnKDsl1x1b5LrS7OgvQr0Sa/nHgqvwjc/aMyUFYTEwMAwYMwMvLy+j4yJHSEG1sbGyj93jxxRfx8vJCrVbzwAMPEB0d3eg1Wq2W4uLiup/S0tIW6bcHlhStllJM1G4JpgL0KpYUrZFRVeNkZjZ/ovIt2kEAHC2MM7ccQRNoiWc3YknRamkz07p6a1BEvW0uU6Y/XLey98f11l3Za06/BNf2tTW5fSzQ19qKZw90llb2JnkmyKzEvjE5CMvMzGxw+LT2WEZGxg2vdXNzY/r06XzzzTds27aNTz/9lLNnz3L//fc3+l58wYIFeHt71/2MHTu2Tk9QUBBarbZuv5XAwECysrLYtGkTcXFxHD58mPDwcJKSkli9ejUlJSVG5xYWFrJu3ToSEhLYv38/ERERnDt3jpCQEPLy8ozOraioIDg4mOTkZHbt2sWxY8c4ffo0oaGhZGRkGJ2r0+lYtmwZ6enpbNmyhejoaCIjI9mxYwcpKSmsWLGinu6cnBw2btxIXFwchw4dIjw8nMTERNasWVOnW+NzScpVdy1OBjQ+KZw9e5YNGzaQm5trdF+NRkNwcDApKSns3LmT48ePEx0dTVhYGBkZGSxduhS9Xk9gYCB6vZ6lS5eSkZFBWFgY0dHRHD9+nJ07d5KSkkJwcDAajcbo/rm5uWzYsIGzZ88SERHB3r17SUxMZO3atRQXFxMYGMjtt99OYGAgJSUlrFmzhsTERMLDwzl06BBxcXFs3LiRnJwco/s+1FPaj+dS23h27NhBZGQk0dHRbNmyhfT0dJYtW4ZOpzO6JiMjg9DQUE6fPs2xY8fYtWsXycnJBAcHU1FRYXRuXl4eISEhnDt3joiICPbv309CQgLr1q2jsLDQ6NySkhJWr15NUlIS4eHhHD58mLi4ODZt2kRWVpbRuVqtlqCgIFJTU9m+fTuRkZGcOnWKrVu3cuXKFZYvX051dbXRNZmZmYSGhhITE8PRo0fZvXs3Fy9eZOXKlZSVlRmdm5+fT0hICPHx8Rw8eJADBw4QHx/P+vXrKSgoMDq3tLSUVatWkZSUxJ49ezhy5AixsbFs3ry5nu6qqiqCgoJIS0tj27ZtODk5ERUVxbZt20hLSyMoKIiqqqp6bW3z5s3ExsZy5MgR9uzZQ1JSEqtWraK0tLTuXI3PpT++zK6rtyEhIeTn5xvdt6ysjJUrV3Lx4kV2797N0aNHiYmJITQ0lMzMTKNzq6urWb58OVeuXGHr1q2cOnWKyMhItm/fTmpqqlX7iKrqKtpnSkv+1/6y26p9RP/+/Y3OLS4uZu3atSQmJrJ3714iIiJsuo+4tq01tY/QarWsWLGClJQUs/cRN+trzdVH+Pr62kQf0cnDHYDyzvFs+3F7k/uIqKgos/URgYGBFBQUsH79euLj4zlw4AAHDx4kPj7eJvqI48ePYyoqg8FgaPy0G9O3b18GDhzI7t27jY4nJyfTt29fvv76a959990m3+/333/ntttuY8yYMezZs+eG52m1WrRabd3vsbGxjB07ltOnTzNihPk2zlMCHm8OQuN7wfgLTa9CnTOQim9td25YUFBQs/fEuXQ+ld4b+4CTnrOPnWXoiKEWUidoiJZ4diOkeptonIpKAfW2JUx++TV+7rECv5QxZKw+ZLVyzemXoKbOdrxgHIiZuc7akmeuf+1KtXcGnzstJeCDN+WWY3OcOXOGO+64w6S4w+SRMA8PD6NgqBaNRlP3eXPo168fjz/+OBEREeh0uhue5+7ujpeXV91P69atmyfcjnjHe069AAwnA/PaviCbpqbw0ksvNfuaXoN7os4eCMCa0G3mliRohJZ4diPebPOnegGYEuptS3hi+P0AXPX9zaore83pl6Cmr3WybF9rS551z5dW9u5OipJZif1ichDm5+fX4Dvs2mNdunRp9j27d+9OZWUlZWVlpspzCBYtmI97lhSYoHNBnTMQf+0Cm0++GhQU1KLr+pXImwrGkWmpZw3xwMg7pX/oVVDlrph62xJmzZ4KVWoMnnmEbztotXLN6ZdA6ms7XpK2ykHvbJE6a0uejW59KwDnXO1rZNqWcDH1BsOHDyciIoLi4mKjyfknT56s+7y5JCcno1arHXp0qzloSjVo26YDsGXoVp542vb3CIOWJ6od5zucc4TJlgrGkTFncuGfDh2E9uCdPoLC4MYX4ygZLx8vvLOGUNTtDBsP7mPStIesUq7cyaDtkXL3YgDeLP4XS7/9yOz3tyXPZj7wEOvPfUVh53OUFpTSup34TjY3Jo+EPfXUU+h0OlasWFF3TKvVsmrVKkaNGkX37t0BKC8vJyEhgdzc3LrzcnJy6t3v119/Zfv27TzyyCM4OYmsSk0hbMNucC8FbWumPPGI3HKaTEsT1T7/WE0qmI6JZF6xjZVEjoI5kwufKJQyHwyqHGi2e9oyQyulJf/Hiq23slfuZND2RkFuAWW+0mrBmQ+bL1/ktdiSZ5OfeARVRdualb075JZjl5gc5YwaNYoZM2YQEBCAv78/K1asYPz48Vy6dIlFixbVnRcVFcXgwYONKtjMmTOZMmUKn332Gd999x1/+ctfGD16NK1atWLhQvvbd8VSbDslZSZonz0EVzfzpc+wNDNmzGjRdXc9cAfO+T3BSc/a9WFmViW4GS31rCEueSUCML77cLPd05aZ2K8mFYxPvNXKNKdfAtiwYRs4V+NU0on7Jlgmz6kteebs7EynbGle2JYzR2RWY5+YZahp7dq1vPvuu6xbt4558+ZRVVXFzp07GTNmzE2ve+KJJ8jNzeWrr77izTff5Mcff2TatGlER0czePBgc0hzCKIqpNdyQ/XKGlE4fPhwi6/tni/Vj90JJ80lR9AETPHsWlKTUtF2/B2AZ59UxutzU3n+mSfAoKK6XRpnTvxqlTLN5ZdAYnfcCQA65QzGydkyb2pszbM7XKQg7LTOeg8PjoTJc8JA2iF/8eLFLF68+IbnjBs3jut3w5g3bx7z5s0zhwSH5oqPNDw+ob95c5hZmv79+7f42tGeQ7nEHs66iI7Bmpji2bWs3yS92nDJ78XQO4eY5Z62To9+PfDIHkRFp/P8sGUnI+4ZZvEyzeWXQCKmWuprb3ceZLEybM2zJ0bcz66sFWR1+g1dlQ5nV2e5JdkVYtKVwjl38jeqfS4B8OzTj8krppmUlJS0+NqZY65JBVMmUsFYC1M8u5a9v58CoHu+skZvTaVfifTlfSDTOit7zeWXAPQ6PVc7SG8dJg8dZbFybM2zWc8+UbOyN5efww7ILcfuEEGYwlm/Vdok1z23Lz379pRZTfMwZQuSKTMeRlXuA64aflwv9guzFubaNuackzQfbGQrxxgFq2W833AAklpbZ2Wv2ObHfBz/JRJ96xzQufLMs1MtVo6tedbaqzVts6R2uvGX/TKrsT9EEKZwDl6JBaB3seWGxy1F3759W3yts6szvjXJvLdG29YcCnvGFM9qqa6qJs9XCkIev/t+k++nJJ6b+igAFb6JXEm+YvHyzOGXQGLjz+EAeGYNxqezj8XKsUXPbq2WgrATpedkVmJ/iCBM4SS4XwDgnrbKS99z9OhRk66/w1maMHqq6jdzyBE0AVM9A9j5015QF0OlJ0/OnGQGVcrhzvtG4FLQHZz0rFm/xeLlmcMvgcSRbGlrkf5lAyxaji16NmmA9Po1zUf0teZGBGEKpqyojOJO0sT0p8aNl1lN8zF1Kfbjw6Wdq6/6/nbTFFcC82GO5fNhR38BoG3WYNSt1CbfT2n0yJdGFfbUzIuzJLa03YHS+d1TeuAd0+k2i5Zji569MHsa6J2o9knj1CGRqcSciCBMwYRu2AVu5agqvJkw9UG55TSb1atXm3T9s396Aqo8MLTKZ+8O66WCcWRM9Qwgslh6mh7iIJu0Xs+9baRUMGetkArGHH4JIDcrl3JfaR7jzEkTLFqWLXrWpUcXPHKkEcAftu+SWY19IYIwBbP99DEAOmQPwdlZecuGTU3P0bpda7wzpdewGw/sNYckQSOYI6VKaltpmf+DvUaYfC8lMnO8tNN6UedzlBaVWrQsW0qBo2Q2hGwDJx1OxX7cM/4ui5Zlq54NLJNGcCOyYuUVYmeIIEzBRGukJ+nbVMocUTBHeo6hVdKChGPFZ02+l6BxTPUs+Xwyle2TAZg9XVlbqpiLSU88VLeyd8MPll3Za0spcJTM7nPSptB+uYNQOaksWpateja+y+0AJHmJnL3mRARhCia9vTQ8PmGgsjZprWX27Nkm32NSX+n/PbWd2LTVGpjq2Q+btgPgmtebgcNsa1NKa+Hk7ESnrJqVvRZOBWOONiaAWL0UeIxwsXwmF1v17PlpjwOg6ZhIamKqzGrsBxGEKZQzR39F1y4NDCpmz3pcbjktYvfu3Sbf4/nZT0gTRttdJuakdVLBODKmerYvRZrU26NAmaO35uJOF+nVzhkLp4IxRxtzdPQ6PVkdpSBsyjDL5Iu8Flv1bNhdt+Ja0ENa2btB7M1oLkQQplA2bP8ZAHVOf7r06CKzmpZx++23m3yP7v264ZEtvZJcG7bd5PsJbo6pnsU7S6O3o1rfYg45iuWJEdL+aFmdfqO6qtpi5ZijjTk6h/YexeCZB9VuzHrW8q/QbdmznjUre8OTLb+y11EQQZhCiciMBaBPqXJHFDIzM81yn/4l0iuCiKsxZrmf4MaY4lmlppL8mi1VnrhnjLkkKZKZs6fWrezdHbbPYuWYq405Mpv2Sf60zhqMdwdvi5dny57d11banuOcu5gXZi5EEKZQLqilPWvu87HsnjWWRKUyzwTX8Z2lJ8cLnmJemKUxxbMdP+0B91LQtuHxpyeaUZXyaO3dmrZXpdHATYcsl4/PXG3MkTmaKy36GVBhnQdeW/bsmYel7TmKO/1GUW6RzGrsAxGEKZDi/BJKOksBx4wHlbc/WC2dO3c2y33+9ERtKpgLXLlk+VQwjowpnoUdOwRAu6whuKndzCVJsdxaLY3gHrdgKhhztTFH5mJraUuVsX7WeeC1Zc8emjwOVVl7cNUQInL2mgURhCmQTSE7wEWLqtyH8ZPGyi2nxcTGxprlPiPuG4ZLfi9QGVizPsws9xQ0jCmenSyVHhxuqbZs2hel8EcqGMuN4JqrjTkqV69cpaJjEgDPTLFOii1b9szJ2Qm/bGll7/Zfj8msxj4QQZgC2RFzHADf7ME4OSvXwokTzfdKqme+NKrwc1KU2e4pqI8pnqXVbNL6cJ87zCVH0Tz/7BOgd0LX7jJRh05bpAxztjFHJGTjdnDS41zYlbvGWmdzYVv37C436TX6Gb2Y/mEOlPsN7sCcqZK+zIY7DZJZiWmEhISY7V6ja1LBnLNCKhhHpqWeXTh7gar2lwB4bsZUMypSLl17da1b2bt+h2VSwZizjTkie+Klh7ouedbra23ds2kjpbcvOZ3PWXRlr6MggjCFYdAbyOwgBRoTb7lbZjWmYc70HLMeqE0F8xulRSVmu6/AmJZ6tj50JwBuuX3pM6S3OSUpmoFl0gjuwSzLrOy11RQ4SuFXg/TAe4e79YIwW/dsxjOPQWUrDB6FbPtxj9xyFI8IwhRG1KFodN4ZoHfi2VnKHlEwZ3qOidPGoyrtCC5aNogJoxajpZ7tv1SzSWuhcrdUsQTj/aSVvb+3SbDI/W01BY4S0Ov05PhKr9wevf1eq5Vr6555eHrgc1WaFxZ69KDMapSPCMIUxoZd4QC0yhmIbxdfmdWYxosvvmi2ezk5O9E5W5qrsC3GsqlgHJmWehbvKm3Seo+XY2/Sej3PT5cepDS+iaReMH8qGHO2MUdj/64IDK0KoErN0888arVyleDZbQZpBPdE+W8yK1E+IghTGIey4gDoq+BNWmv58ccfzXq/VnoPAHZ1CcbjzUH4Byw06/0FLfNMU66hsGaT1mn3jTOzImUzbOStOJV0BJWBXj/0N3u9NXcbcyQ2H5T2b2uTNZg27dpYrVwleGbQS/9N7bNX9LUmIoIwhZHUStqk9X5f5W7SWsvYsebbXsM/YCEX+0mpnHDSo+l4gcXqANE5mJmWeLZ188/gVg4aLx596hELqFIu/gEL0bfJkX5xrjJ7vTVnG3M0juVL+7cN1Fh3SxVb98w/YCGHeq8BA6BC9LUmIoIwBVGQXUBZzYjCzAnK/zJLTEw0272WFK0G/TU7TTsZQK9iSdEas5UhaJlnWyMPA9A+awguri7mlqRolhStBoPl6q0525ijkdJG+ts90HW4Vcu1dc/q+traaiv6WpMQQZiC2LhhBzhX4VTagfvG3yO3HJPx8vIy2700PpekzuBanAxofFLMVoagZZ5FldVs0qpX/it0c6PxuQQqy9Vbc7YxRyL9Ujqamk1an5062apl27pnoq81LyIIUxC7fo0EoFPuEEVv0lqLp6en2e6lzu9lPBIGoFehzhfbIZiTlnh2uZ30ZP9IX7FJ6/VYut6as405Eus3bgOVAeeC7gwfbd2pH7bumehrzYvyv8kdiDM6aX+w252VvUlrLRcvXjTbvd7xniM9ndW+2jEATgbmtX3BbGUImu/Zb6fjqfZJBYOK52Yqe0sVS/BHva05YFCZtd6as405EuEXTgHQLd/6fa2te1ZXZ/WirzUHIghTCHqdnqyOUhA25Vblv4oEuPde8+29s2jBfN7TLMAtt2/dsXdKPuKLz+ebrQxB8z0L2SLtBO+e24+eA3paQpKiqa23qrIOAKgq2uKvXWC2emvONuZInEUavb1TPdjqZdu6Z7V1Vp0zoG5y/uTU10Rf20JEEKYQjh84ib5NFuhceGb243LLMQs//fSTWe+3aMF8Kr5JxKmkE6jgll5ieNzcNNezg5elTVp7Fon5YDdi0YL5vO/+HgBupb5m/TIzdxtzBHTV1eTWbNI69c77rF6+EjxbtGA+Fd8m0DFNGhDwdPWQWZFyEUGYQtj4814APLMH0q5DO5nVmAdLpOdwcnaiY670hb8nTiTzNjfN9ey8m7Slyui2YpPWm/H0lAkAaDskkZmaabb72noKHFskfPtBDB5FUOXB9JnWnZQPyvJsiKE/AKcrLJPxwREQQZhCOJwrbdLav9w+5oOB5dJz3KqSOoYYregYzE1zPCsvKaeok/QKffqYBywlyS64/Z5hOBd3Bic9m0LNl8zb1lPg2CKhEVIqHq+sIXh6W3+SvJI8G99LSrt1xTtJZiXKRQRhCuGipzSiMKaz8jdpreX111+3yH0f6ietwktvJzoGc9Mcz8I27QbXClQV3kx84kELqrIPOuVJD1h740+b7Z6WamP2zPEiaZPWwVrrbtJai5I8mzlNGims7HCR1KQ0mdUoExGEKYCc9BzKfaVRnVmTJ8qsxnwEBwdb5L6znpI6hup2aSSevWCRMhyV5ni2LUrK4dk+W2zS2hSGOUtf+r9Wm2+zTku1MXvmkpf09x/f/XZZyleSZwNvHYBLQXcANm7eKbMaZSKCMAWwYeN2cK7Gqbgzd4+9S245ZuPRRy2TFLfnwJ51qyR/3PqzRcpwVJrj2akKaXLzrXr7eYVuSR4efCcAV9ubLwizVBuzV1KTUtF2/B2AZ5+cIosGpXnWpUB6eNifdEZmJcpEBGEKYPdv0gRzv7xBqFSqRs5WDtHR0Ra7d7dCaV5YRHKMxcpwRJrjWXpNMDFhgP08OFiSmU9NAYMKnXcGsZFxZrmnJduYPbJ+0w4AXPJ7MvTOIbJoUJpnt7tLD1nnDGL6R0sQQZgCiNVLryLvcLP+njWWpGvXrha794hWUsfwm0p0DOakqZ7FRZ2juu1lMKiYPesxC6uyD7r06oJ7bj8ANu8MN8s9LdnG7JG9v0sBULcC+UZvlebZpNtGApDdIQG9Ti+zGuUhgjAbR6/Tk12zZ82jw0bLrMa86HQ6i9370dvvBiC3o+gYzElTPVu/VZofos7pT7c+3Swpya7oUSyN4P5y+Vez3M+SbcweOeckPfCO9JDvgVdpns14+lHQO6Nvk03UYfMtKnEURBBm40T8fBSDZy5UuzHzGftK+5KdnW2xe0+bORmq3TC0yufw/mMWK8fRaKpnEVdiAehVLDZpbQ53tZa+/BNczDOCa8k2Zm9UV1WT5yttqfL4KOtv0lqL0jzz8fXBI1uaFxa6Z5/MapSHCMJsGP+AhUw4+Iz0i96ZTxd/K68gMzNs2DCL3btNuzZ4ZkuvFH7ad9Bi5TgaTfHMP2Ahp7pLc2sudIzGP2ChpWXZDY+OlFLW5PsmUF1VbfL9LNnG7An/gIW0+tsAUBeDXkV0wnnZtCjRs95l0gju4UzzzGV0JEQQZqP4ByxksToAnVeGdMC1gsXqALv6QtuzZ49F79+3XJpfcyz7nEXLcSQa86y23uJaDoDe66rd1VtL8vj0CVClBnUxe7dHmHw/S7cxe6C2zlb5XJIOqAx87fmBbHVWiZ7d3U5axHDB7XeZlSgPEYTZKEuKVktZ6msXQ6oAvYolRWtkVGVe5syZY9H739NB6hh+V4uOwVw05tmSotVguLbeGuyu3lqSVm1a0aZmBHfr4UMm38/Sbcwe+KOvNUgHZO5rlejZ46PHAFDUKQFtuVZmNcpCBGE2isbnEjgZjA86GdD4pMiixxJ89913Fr3/k2PGAVDim0B5SblFy3IUGvNM43Ppjy+zWuys3lqa/hppBPdEfrzJ97J0G7MHbK2vVaJnEx9/ELStwa2MnVv2yi1HUYggzEZR5/eSRhSuRa9Cnd9bFj2WwNKJah96dByqCm9w1bA1VGzaag4a80yqt9cdtLN6a2nu63QrAMmepmd7UFIyaLlQ5/eSRsKuRcY6q0TP3NRutK0Zwd1+4qjMapSFCMJslHe85xiPKOhV4GRgXtsXZNNkbiydqNbZ1RmfbGm12a5Txy1alqPQmGdSvb3mgB3WW0sz/SEpz2a57wUKcwtNupeSkkHLxTvec4xHwmSus0r1bFCVNDk/qki+RQ1KRARhNsqiBfNpfWW49IvOBXXOQPy1C/ji8/my6jInM2bMsHgZg3RSx3CqNMHiZTkCjXn2xguz/vil2t0u662lue+he1CVtQfnKn7atNuke1mjjSmdRQvm0/viI9IveifZ66xSPRvT9TYALrURc3CbgwjCbBiNZx4Aiz2XUPHtebv7Ijt0yPSJx40xroe03DvNS+ycbw4a8+zHsF2AlPbF8InGLuutpXFydqJDjvRqZ3dspEn3skYbswe0TpUATLkyV/Y6q1TPnp4yAQBNxwvkpOfIrEY5iCDMRok/c57qdlLal6enT5ZbjkUYNMjyqUFmPiZ1DNoOv5N+Kd3i5dk7jXl2IEnK1dm1oL815NgtQ5H+fmc0piXztkYbsweyfKS/8yND7pRZiXI9u+Pe23Eq7gxOOjZt2iW3HMUggjAb5cet0kRyt7w+9OjXQ2Y1lqGwsNDiZdw6cijOhd1AZWBTqGmvdgSNe3YW6cvsdrXYKd8Uxve5HYD0tqZNzrdGG1M6MSd+ReedCXonnn56itxyFO1Zpzxp5/zw36JkVqIcRBBmo0SkSrnjuhfZ74hCRUWFVcrxy5c6hn3no61Snj1zM8/0Oj05HaQgbNJtd1tLkl0y80lp9Luq/SUuxie3+D7WamNKZvMuaUsF99z+dO7eWWY1yvbsNifp4Su2yrQRXEdCBGE2ynlnaQ7TnZ7KHJpuCn369LFKOcNcpSDsV53pS/4dnZt5dvJQNPrWOaBz4amn7fMVurXoP7Qfrvm9ANj4U8tf7VirjSmZQ5djAehZ3E9eITUo2bOHB90BQEY7MQe3qYggzAbR6/TkdZRW8025Y7TMaizHsWPWSaw9YchIALLaixWSpnIzzzbXJO/1yBmAj6+PtSTZLV1q5tUdTI5p8T2s1caUTIKLtJpvZJvBMiuRULJnM5+aAgYVunaXORdt+mbDjoAIwmyQg7sOY2hVANXuPDljktxyLMb06dOtUs7TMyaD3gmd11VOH2v5F5rg5p4duXoWgN6l9vsK3ZqMqJlXd46Wj+Baq40pleqqavJ9pYezR0fdJ7MaCSV71q1PN9xz+wKwabvycmDKgQjCbJAtv0iJe1tnD6S1d2uZ1ViONWusk5utU/dOqHOlwCB09z6rlGmv3MyzJHfpFcQ9Ncl8BaYxcdgoAHI6JqLX6Vt0D2u1MaWyd3sEqIuhyoPHZ0yQWw6gfM+6F0t9bURqrLxCFIJZgjCtVsv7779Ply5d8PDwYNSoUezb17QvO1OutVeO5fwGQL8K+x5RsGZ6jtr5Hoeu/Gq1Mu2RG3mmKddQVDOiMPXe+60pyW55euajoHPB4JnL8YMnW3QPJabAsSZbj/wCgFfWINSt1LJqqUXpnt3ZWprHXDuvWXBzzBKEzZkzh6+++orZs2fzzTff4OzszOTJkzl6tPEcUqZca69cbCVV3tEdbpFZiWWxZnqOkV7SfI/a+R+ClnEjz3aG7QW3ctC2YdITD1lZlX3StkNbWuVIryRDW/hgqtQUONbiRJ40b6m/1jYm5YPyPXu0Zh5zvm9Ci0dwHQmTg7CoqCg2btzIggULWLx4MXPnzuXgwYP07NkTf39/i11rr5QWlVLqKy3vnfbgeJnVWJbnnnvOamU9NkoanSnwTaC6qtpq5dobN/JsR6Q0mbht1iBc3V2tKcmu6V0qBQdHr/7Wouut2caUSLKn9MB7f+dbZVbyB0r37MmnJ0O1OwaPQg7sUubu/9bE5CAsNDQUZ2dn5s6dW3dMrVbz8ssvc+LECS5fvmyRa+2VsE27wUWLqrwdD0y079c6O3bssFpZjz31CFS2AnUxe7YesFq59saNPDtZLAUJg6rt+xW6tbnHRxoNr51v11ys2caURmFuIeW+0qKH6Q/bzuit0j1r1aYVbbKlV5JhEb/IK0YBmByExcTEMGDAALy8vIyOjxwpbQsQGxtrkWu1Wi3FxcV1P6WlpS37H7Axdp85AUD7nEE4Odv3uom77rrLamWpW6nxqukYth09bLVy7Y0beZZak7R3bE0SX4F5ePy+MQAUd0pAU65p9vXWbGNK46dNu8G5ClVZB0aPHyW3nDrswbO+FdII7vHcczIrsX1M/pbPzMzEz8+v3vHaYxkZGRa5dsGCBXh7e9f9jB07tu6eQUFBaLXaunfrgYGBZGVlsWnTJuLi4jh8+DDh4eEkJSWxevVqSkpKjM4tLCxk3bp1JCQksH//fiIiIjh37hwhISHk5eUZnVtRUUFwcDDJycns2rWLY8eOcfr0aUJDQ8nIyDA6V6fTsWzZMtLT09myZQvR0dFERkayY8cOUlJSWLFiBadKpcnNQ/T9CQwMJCcnh40bNxIXF8ehQ4cIDw8nMTGRNWvW1NNdXFzM2rVrSUxMZO/evURERHD27Fk2bNhAbm6u0bkajYbg4GBSUlLYuXMnx48fJzo6mrCwMDIyMli6dCl6vZ7AwED0ej1Lly4lIyODsLAwoqOjOX78ODt37iQlJYXg4GA0Go3R/XNzc9mwYQNnz54lIiKCvXv3kpiYyNq1aykuLiYwMJArV64QGBhISUkJa9asITExkfDwcA4dOkRcXBwbN24kJyfH6L5arZYVK1aQkpLCjh07iIyMJDo6mi1btpCens6yZcvQ6XRG12RkZBAaGkrv0p4AHM6KJTk5meDgYCoqKozOzcvLIyQkhHPnzhEREcH+/ftJSEhg3bp1FBYWGp1bUlLC6tWrSUpKIjw8nMOHDxMXF8emTZvIysqqpzsoKIjU1FS2b99OZGQkp06dYuvWrVy5coXly5dTXV1tdE1mZiahoaHExMRw9OhRdu/ezcWLF1m5ciVlZWVG5+bn5xMSEkJ8fDwHDx7kwIEDxMfHs379egoKCozOLS0tZdWqVSQlJbFnzx6OHDlCbGwsmzdvrqe7qqqKoKAg0tLS2LZtGwcPHiQqKopt27aRlpZGUFAQVy5dQdNBGqlx12nJyspi8+bNxMbGcuTIEfbs2UNSUhKrVq2itLTU6P4FBQWsX7+e+Ph4Dhw4wMGDB4mPjyckJIT8/Hyjc8vKyli5ciUXL15k9+7dHD16lJiYGEJDQ8nMzDQ6t7q6muXLl3PlyhW2bt3KqVOniIyMZPv27aSmpiqmj+jQzRs0XuBaweoVIaxYsaKe7pv1EUlJSYruI65ta+buI9bu3wmAz9V+XM26SmhoKKdPn+bYsWPs2rVLtj4iJiZG0X1EVFQUQ926A9L85qCgIKqqquq1NXvoI44fP47JGEykT58+hkmTJtU7fvHiRQNg+Prrry1yrUajMRQVFdX9HDp0yAAYTp8+3ZL/DZvB7e2+Bj7C8OFHX8ktxeIcPHjQquW9+97HBj7C0Oq1W6xarj3RkGf/++p7Ax9hcPqrnwyK7J92L4008BGG2W/8rdnXWruNKYlef3rEwEcYxs95UW4pRtiDZwd2HjLwEQb+5WYozi+WW47FOH36tMlxh8kjYR4eHmi12nrHNRpN3eeWuNbd3R0vL6+6n9atlb+fVtrvaVR2uAjAzKn2u0lrLR07drRqeU898jAA5b4XKMwttGrZ9kJDnoX/dgqAzrkiabclGFQtvdo5VdL8jA/WbmNKojY5em2ydFvBHjwbN/E+VOU+4FJJ2ObdcsuxaUwOwvz8/MjMzKx3vPZYly5dLHKtPfLjZilHnEtBdwbfbr85I2uJi4uzann3PDASVWkHcK4idFPL8/E5Mg159mtNst7bnAdYW45DMLbbMABSvZo/Od/abUwpXIxPpqr9JQBmTZ8ir5jrsAfPnJyd6JAjfYftqpnnLGgYk4Ow4cOHc+HCBYqLi42Onzx5su5zS1xrj+xLOg1AlwLH+DKbMMG6O1Q7OTvRMVfqGHbHtmzzS0enIc8yfaQRhdrkvQLz8vQU6W+u7ZhEZlr9h9abYe02phR+/EkanXHN70nfIbaVMNtePBuil1ZKny5PlFmJbWNyEPbUU0+h0+lYsWJF3TGtVsuqVasYNWoU3btLE/TKy8tJSEggNze32dc6Cmf10pPu7W6O8Vpnw4YNVi9zKFLHEKMRHUNLuN6zs9Hn0LVNB4NKSt4rMDu3jx6Gc5EfqAxs2ty8EVw52pgSOJB8BoCuNvjAay+eje89HIArbVue+9QRMDkIGzVqFDNmzCAgIAB/f39WrFjB+PHjuXTpEosWLao7LyoqisGDBxvtBtzUax0BvU5PdgdpzseEoSNlVmMd5EjP8WC/EQCktxMdQ0u43rMfa5L0uuf2o2ufrnJIcgg65UsPZnvjTzXrOqWnwLEU55AeeEeobW/ah714NvPJyQBUtk8m9UKqzGpsF7NsRLV27Vreffdd1q1bx7x586iqqmLnzp2MGTPGotfaE6eOnEbfJhv0zsx42jFGFORIz1HbMVT5XOJifLLVy1c613v2S5qUi7N7kdik1ZIMc5JGbH6tbt7Dg9JT4FgCvU5PTs0D76ThtrM/WC324tnA2wbgUtAD+OP1r6A+ZgnC1Go1ixcvJjMzE41GQ1RUVL332uPGjcNgMPDRRx81+1pHIHSPlBvOI3sAHfw6yKzGOrz88stWL7PvkD645vUCYONPYnJ+c7nes4SaJL0jWw+WQ47D8PCgOwG42r55QZgcbczWOX4wCkPrXNC58JQNPvDak2e185v3XTgtsxLbxb63ZFcQhzPOAtCr1HFGFNavXy9LuV0Lpb/xgYsxspSvZK71rLqqmjzf8wBMueseuSQ5BDOfngIGFTrvDGIjm756Tq42Zsv8tG8/AK1yBtK2Q1t5xTSAPXk2wl16jX7OIKZ/3AgRhNkIiW7SiMKoto4zojB+vDwJyu/wkOaB/KZqWT4+R+Zaz/bvOgTqYqhS88QM+9/XTk669OqCe4708LB5Z3iTr5OrjdkyR65KD7x9bPSB1548m3ir9Lo3u2MCep1eZjW2iQjCbIBKTSVFnaQ5Ck/cO1ZmNdbj/PnzspQ7adjdAOSIjqHZXOvZ1kO/ANAmexCt2rSSSZHj0KNY2rT1l8u/NvkaudqYLZPkLuU5vaf9EJmVNIw9eTZj5hTQuaBvncPJQ9Fyy7FJRBBmA+zasg/cykDbmklPPCi3HKvRtm1bWcp9atYU0Lli8Mzl2P5IWTQolWs9O54nJeftV2GbIwr2xl1tpFHyBJemj+DK1cZsFU25hmJf6YH38ftt84HXnjzz8fXBI0eaFxYavk9mNbaJCMJsgO3HjwDQNnsQbmo3mdVYD7VaLUu53j7etMqWOoaf9h+QRYNSudaz5FbSiMK9vkPlkuNQPHbXvQDk+yZQXVXdpGvkamO2yo7QveBWDto2TJhqm6/97M2z3qXSCO6RzLMyK7FNRBBmA0QWxgMwsNKxRhRSUlJkK7uV1guAb1r9B483B+EfsFA2LUqi1rPi/GLKfKUNb6c9aJtfZvbG1KcmQLUbqItx/dizSfVWzjZmi2yPlB5422UPwsXVRWY1DWNvnjnVhBmnem8SfW0DiCDMBkhtI40ojOl6m8xKrMvo0aNlKdc/YCG5vWrymTnp0HS8wGJ1gOgcmkCtZ6GbdoFzFaqy9oydII+PjsZHn/8PXCqlX1wqm1Rv5WpjtkpUTRL0wVW2+8BrT575ByzkXL+t0i9OBtHXNoAIwmQmNzOXio7S8t0Zkx6WWY11CQsLk6XcJUWrwaD644CTAfQqlhStkUWPkqj17OcYaS5dh5xBODmLbsQaSPX2mgNNqLdytTFbJa0mCfqY7sNkVnJj7MmzJUWrQS/62pshek+Z2bRpJzjpcCruzJ33jZBbjlWRKz2HxucSqAzGB50MaHzs6zWAJaj17HSFNKIwxGC7Iwr2hlRvrzvYSL21lxQ45iDrchaaDlIQVpsU3RaxJ880PpekwOtaRF9rhAjCZCb8XBQAnfIGoHK6voe1b+RKz6HO72X8dAagV6HO7y2LHiVR61ltUt4He98upxyHoiX11l5S4JiDTZt2gZMe5+LO3H6P7Y6E2ZNnoq9tHBGEyUxMpfRldmtNbjhH4o033pCl3He850hPZ7UPaAbAycC8ti/IokdJvPHGGyQnpFDV/hIAM58Um7Rai/r1VtVovZWrjdki4TXJzzvlDZRZyc2xJ8/+qLM1gZjoa+shgjCZyfSRVpg9POAOmZVYnxUrVshS7qIF83lPswCXwu7SAZ0b/toFfPH5fFn0KIkVK1bwY5iUjNclvycDbhOvI61Fbb1FI63sdSrt2Gi9lauN2SK1yc+HOdt2EGZPntXWWfdcaZsKVPBq/j9EX3sNIgiTkfiY81S3vQIGFU8/NVluOVZn6tSpspW9aMF8kucdk57QXCr505OPyaZFSUydOpUDv0vJeLsWON7ordwsWjCfqbl/AqBjXv9Gv8zkbGO2RqaPFIQ9MvhOmZXcHHvzbNGC+WgCL+CW1weALu06yKzIthBBmIxs2rYHALe8PvTo10NmNdYnKipK1vK79+le94S2fssuWbUohaioqLpkvLe72/aIgr3y6HAp7Va27/lG027J3cZshbjIc+hqH3ifniK3nJtir571KJT6i/0pZ2RWYluIIExGDl6KAaB7oWOOKHTv3l1uCfQulv72By/HyitEIXTt0pWcDtIr9Em3jZJZjWMy89mpUO2GoVU+B34+dNNzbaGN2QK1Sc/dc/vSpUcXmdXcHHv1bFRrKVdnvGuizEpsCxGEych5J2m59J2eg2RWIg/V1U1LvWJJ7ml3KwAJatExNIVzZ86jb50LOhcpOa/A6nj5eNE6S/pC23xg/03PtYU2ZgtEpElJz3sU2/4cRnv17Ml7pVydBb7nqdRUyqzGdhBBmEzodXryahLJPnqX/eyQ3BxycnLklsCMsVLKneJO5ykrKpNZje2zPzIagFbZA2nn205mNY7LwAppBPdYTRL1G2ELbcwWOF+T9Lw2CbotY6+ePTZ9AmjbgHspWzf9LLccm0EEYTJx8OfDGDwKodqdJ59yzGX+Q4fKn/j5kcfHo6poC64VhG7YKbccm+d8dSYAvcr6yazEsRnbRdrnKrnNzUdwbaGNyY2uSke+73kAHh15r8xqGsdePXNTu+GTJQXBW04cllmN7SCCMJnYcjACgNZZg/D09pRZjTzs27dPbgk4OzvTIVvqGLafOS6zGtvnooeU5/SetkNkVuLYPPOo9OCm6XiB9EvpNzzPFtqY3Ozf+Qt4FEG1O08o4IHXnj0bqpOm3kSV/SazEttBBGEycTxXeo3QT+O4IwovvGAbG/bdhtQxRGvOy6zEttGUayjpLK2MfPz+MTKrcWzuvP92nAu7gcpAyI87bnierbQxOdnyi7R4oU32QDw8PWRW0zj27NnDfaX9MC+3E3NwaxFBmEz87iHNUbi3g30OPTeF7777Tm4JAEwYOBKAdJ8EmZXYNjvC9oJrBWi8mPj4g3LLcXi65EkPD+GJN97SwFbamJwcz5dGXfprlLEK3Z49mz1D2gOtyucS52NEfwsiCJOF0qJSSn2lJ4Enx4+XWY182Eqi2tnPTAWDCl27y5w5Giu3HJtlR+QRANplD8LV3VVmNYI73aVXwnHc+MvMVtqYnCS3kl6h3+urjAdee/as96BeuOX2BWD9T2IOLoggzOr4ByzE59+3gksl6J3Zc/So3JJkw1YS1Xbp0QV1jvSUvGGHWLXTEP4BC/nBMxiAQp9k/AMWyqxIMPUOaVV1rm88Op2uwXNspY3Jxbt//4QyvzgAgjRrFVFv7d2zXkXSpq0H02JkVmIbiCDMivgHLGSxOoCqdqnSAZWOLz3+qYiOwRLMnDlTbgl19CmROoaIjF9lVmJ71NZbg0chAAbPPBarAxy23toKM555FKo8MHgUEb7tQIPn2FIbszb+AQv5ps2/oSZ3dKVPiiLqrb17dreXNCIZ73ZBZiW2gQjCrMiSotWgV4HKIB1QAXoVS4rWyClLNg4caPiLQw7ubS91DBfUomO4nj/qbc0BlcGh662t4OntiddV6ZVk6KGIBs+xpTZmbZYUrZZyw9bipIx6a++eTb9/HABFneLRlGvkFWMDiCDMimh8LkkdwbU4GdD4pMiiR26GDLGdbQ5mPPgQACWd4ykpKJFZjW0h6q3tMkgrvUY/XnC2wc9tqY1ZG43PpT8eeGtRQL21d88mT3sYVYU3uJXz0waRs1cEYVZEnd9LGlG4Fr0KdX5vWfTITUFBgdwS6nhw0lhU5T7gouXH9dvllmNTqPN7wXXfZY5cb22JB7rfDsAlr4aX/NtSG7M2Sq239u6Zi6sL7Wv2ZtwWdURmNfIjgjAr8o73HOMRBb0KnAzMa2u/+8LcDI3GdoainZyd6FjTMeyMPSGzGtviHe85f7yKBIevt7bE7CcmA6Dt+DtpF9PqfW5LbczaPKGfItXb2i5XIfXWETwbapC2VzlVIfZmFEGYFVm0YD4dL9XkidQ7o84ZiL92AV98Pl9eYTLRq1cvuSUYMdxJ6hhOV4r9a67lo3/Mg2o36ZdqN4evt7bErSNvwSW/JwDrf6w/gmtrbcyaeLvXZCKp8oAqd8XUW0fw7JH+dwJwRezNKIIwa1Oqloaa/1z+IRXfnrf5DsGSREZGyi3BiEmDRwGQ2UE8nV3Lpg3bwaUSVXk7gnt+6/D11tboll+zaWvSqXqf2VobsyaH86SVzndeeRTDpxrF1FtH8Oy5WdLejNXt0jgX7dgpjEQQZkWuJF+homaT1j89/qjMauRn2rRpcksw4plnpoLeCZ13BqcOnZZbjs2wJVpKttsxayhPz3xaZjWC67nLQ3qNfs6p/rwwW2tj1uRiW+lh6pGed8mspHk4gmfd+3THPac/AOu3OPbkfBGEWZG1G7aCkx6Xgh7ccd/tcsuRnTVrbGupeKeunfCo2bQ1ZMcemdXYDqeqpCfVO5yG2JxnAnh85P0A5PnGU1VZZfSZo/p1ITaJyo5SarjnZzwus5rm4Sie9S6R+tqDlx1701YRhFmRny9IOd565Nv3EuSmYovpOfqWSpu2HsoSm7YC6HV6rvpKyeYfH36vTXrm6EybNQkqPUFdwu5t+4w+c1S/1myW5se55fVm4K3KyBlZi6N4NrqdtDdjgrtj780ogjArctYtHoB729wqsxLbwBbTc9zXUfLmQquGl/w7GuE7DmBolQ9Vap790xM26Zmj49HaA++aTVvDDh80+sxR/dqXFg1An0LlPfA6imdPjZXyJhd3Ok9ZUZnMauRDBGFWorSolKJO0mudmQ88JLMa2+D555+XW0I9nn74EQDKfBMozCmUV4wNsPGANLLidfUW2rRrY5OeCWBIpTSCe6Io3ui4o/p13kNadTem/TCZlTQfR/HskcfHo6poC64VhP7ouPPCRBBmJTau3wauGlRl7Zn0pAjCALZu3Sq3hHqMffheVGXtwaWSjSE75JYjO8eKpeTHQyulEQVb9EwAD/aU5pimtjUewXVEv3IzcintLD3wzp48SWY1zcdRPHN2dqZDttSvbIs+KrMa+RBBmJXYekbaGbhT9lCcnMWfHWDUqFFyS6iHk7MTnXKkjmFXnNi0NbWdNLIysa+0r48teiaA2dOmAFDZPpnkxD/S8jiiXz/8sBWcq3Aq6cR940fLLafZOJJnt1GzN6PGcbcFEtGAlThdLX2Z3emsvDkKliI1NVVuCQ1yu7PUMZypcuyNBGNO/kp1u8ugd+KFZ58EbNczR2fQiIG45vUB4IdN2+qOO6JfO+Olfba65g5R5AOvI3k2caC0fUh6e8fta5VXQxVIdVU1WZ2kFWZP3HGfzGpsB1dXV7klNMikoXcDcLXjefQ6vcxq5GNtmLTCTJ09iB79uwO265kAuhdI88L2J0fXHXNEv2JV0qjKKI+hMitpGY7k2exnHpf2Zmx7hZjjjrkiXQRhVuDnLfswtCqAKg9mzVbWnjWWpEOHDnJLaBBp01Zn9F5XORFRfxdyR+Hg1TMA9C8ZXHfMVj0TwChPaZT9nPMf88IczS9tuZa8ztID71Ojx8uspmU4kmd+PfxQ50qbtoZs3y2zGnkQQZgV+PGXAwC0vXoLnt6eMquxHc6dOye3hAbp0KkDrbKlUYWNu8NlViMfSZ7SiML4zsPrjtmqZwJ44p4xABR0Ok9lZSXgeH6FbdgN6mLQtuHJmZPlltMiHM2zPiVSXxuRLkbCBBbieOlZAG6tHtzImY7Fww8/LLeEG9KvTOoYjmTHyaxEHi6nXKbCV9pE8doUW7bsmaPz+IwJoPECtzK2h/4MOJ5foZG/ANAhawhubm7yimkhjubZfe1r9mb0cMy9GUUQZgUut5dGFCb1d5xVL01h48aNcku4IWM6SR1Dkqdj7ua8NmQLqAy45PfkjvuH1x23Zc8cHfdW7rTLkl5Jbjl+CHA8v6K00tYUt6PcBVCO5tmMB6Utm0o6naekoERmNdZHBGEW5tTh01S3rVlhNvtJueXYFLacnmPmxIkAlHc6T25GrsxqrM/Pv58E6qfYsmXPBHBLtZSi52SJFIw4kl96nZ6MjtL/92O33iuzmpbjSJ4BjJ80pmZvRi2bNjje3owiCLMw67ZLOwF7ZA+iS68uMquxLWw5PcfocaNwKu0IztVscMCO4ZyLNHp7fYotW/ZMAA/3vgOAtLbSkn9H8uuX3cfQe10FnSuzFfzA60iegbQ3o2+OtC3QjjPHZVZjfUQQZmF+yZYyxA8sE/PBrueVV16RW8INcXJ2onOu5NnPv52UWY11KS0qoaiztK/drHHG2R1s2TMBzJ7xGABVPmkk/nbBofzasFdaRNMmazA+HX1kVtNyHMmzWoY51WzaWul4+4WJIMzCJLWpWWHmd7vMSmyPH374QW4JN+V2F6ljiNE5VscQsn4ruGhRlXZkwpPGy/xt3TNHp+/Q3rjlSEv+fwjd7lB+HS6QFtEM1ir7gdeRPKtl0mBpb8bMDo63c74IwixI6oVUNB2lid0vTBf7g13Pgw8+KLeEm/LosHsAyHawTVu3xUgptjpn34Kzq7PRZ7bumQB6Fkorew9eOuNQfl1qK32BP9LrDpmVmIYjeVbLszV7M+q8M4g6FN34BXaECMIsyJoNW0FlwDW/F7eNVObuzZbkt99+k1vCTZn1zOOgc0HfJpsj4Y4zV+G0TnoVeUcDKbZs3TMB3N1G8i3eJdFh/Io/nUBlx98BeGHmNJnVmIajeHYtvl198ciRFpVs2LVHZjXWRQRhFmRPchQAPQuUPTxuKXx8bHveRtv27fDMll5Jbty7T2Y11kGn05HtK20WOe3OMfU+t3XPBDDtvnEAFHY6j2crx9gces1mKV+me25f+g3uK7Ma03DUNtavVBrBPZTpWHsziiDMgvzmJs0lus/rNpmV2CZK2Eyxf4X0dHY096zMSqzDrrBwDB5FUOnJzOceq/e5EjxzdKY89RBUeINrBVEnHOML7cAVaQFU32LlP/A6ahu7r0PNpq2tHGvTVpODMK1Wy/vvv0+XLl3w8PBg1KhR7NvXtFGDX375BZVK1eBPZGSkqdJkpTi/mOLO0rDyrIccawfkppKWlia3hEYZ23kYABdbO8amrT8ektpu28yhtPJqVe9zJXjm6Li6u9I+6xYADvx2RmY11iGhlfTAO7aj8hdAOWobe3qC9D1Z5ptAUW6RzGqsh8lB2Jw5c/jqq6+YPXs233zzDc7OzkyePJmjR482+R7z5s1j3bp1Rj/9+vUzVZqsrF+3pWaFWQcefuwBueXYJHfffbfcEhpl1pRJAFT4JpJ9OVtmNZbneKn0KvK2G6TYUoJnAhiqk17tXHC5IrMSy5OVlkVZzQPvc48qM1/ktThqGxvz0L04lXYAl0o2hmyXW47VMCkIi4qKYuPGjSxYsIDFixczd+5cDh48SM+ePfH392/yfe6//36ee+45ox+lZ5LfHidN5PbLGYqTs3jr2xBbtmyRW0KjjLr/TpyLO4FzNSEb7L9juOwjTcqf3H9kg58rwTMBdO0rrWpN7XOQYcuHEXY+TGZFlmPdD9vAuRrn4k7cM1b5qeEctY05OTvRKUdaVLLj1xMyq7EeJkUHoaGhODs7M3fu3LpjarWal19+mRMnTnD58uUm36ukpITq6mpT5NgUZ/TSl9ldrsrNYWZp3njjDbklNIpKpcKjtBMAfyl9A483B+EfsFBmVZbh5OFT6LwzQOfC88890eA5SvDM0Qk7H0YIwWAAVBCXeZbpm6bbbSC2K1HaTLlb3lBUKpXMakzHkduYWq8GYFe3ILvua6/FpCAsJiaGAQMG4OXlZXR85EjpKTo2NrZJ93nxxRfx8vJCrVbzwAMPEB2t7H1CqquqyekkvdZ58q76K8wEEt9++63cEhrFP2AhpV1qJjc7V6PpeIHF6gC77Bx+2LkTgFZZg/Hr7dfgOUrwzNH564b3Qa+C2njEyQB6lXTcDolzlh547/a8RWYl5sFR25h/wEJS+u6VfnHS23Vfey0mBWGZmZn4+dXvrGuPZWRk3PR6Nzc3pk+fzjfffMO2bdv49NNPOXv2LPfffz8xMTE3vVar1VJcXFz3U1pa2vL/ETOzfdMeDB6FNSvMxCatN+LNN9+UW0KjLClaDYZrnq5rvtCWFK2RTZOliMiS2tyAm6TYUoJnjk6aIU2qp9fiZJCO2xkVpRXkd5YeeGfcZx+bnDpqG1tStFp6eKjFjvvaa6kLwvR6PRqNpkk/BoPUwCsqKnB3d693U7VaXff5zRg9ejShoaG89NJLTJ06lfnz5xMZGYlKpSIgIOCm1y5YsABvb++6n7FjxwJSYBgUFIRWq61LhBoYGEhWVhabNm0iLi6Ow4cPEx4eTlJSEqtXr6akpMTo3MLCQtatW0dCQgL79+8nIiKCc+fOERISQl5entG5FRUVBAcHk5yczK5duzh27Birw6URhXZXhxC8MrjuXJ1Ox7Jly0hPT2fLli1ER0cTGRnJjh07SElJYcWKFfV05+TksHHjRuLi4jh06BDh4eEkJiayZs2aerqLi4tZu3YtiYmJ7N27l4iICM6ePcuGDRvIzc01Olej0RAcHExKSgo7d+7k+PHjREdHExYWRkZGBkuXLkWv1xMYGIher2fp0qVkZGQQFhZGdHQ0x48fZ+fOnaSkpBAcHIxGozG6f25uLhs2bODs2bNERESwd+9eEhMTWbt2LcXFxQQGBrJs2TICAwMpKSlhzZo1JCYmEh4ezqFDh4iLi2Pjxo3k5OQY3Ver1bJixQpSUlLYsWMHkZGRREdHs2XLFtLT01m2bBk6nc7omoyMDEJDQzl9+jTHjh1j165dJCcnExwcTEVFhdG5eXl5hISEcO7cOSIiItD4XAJV/S80jU8KJSUlrF69mqSkJMLDwzl8+DBxcXFs2rSJrKyserqDgoJITU1l+/btREZGcurUKbZu3cqVK1dYvnw51dXVRtdkZmYSGhpKTEwMR48eZffu3Vy8eJGVK1dSVlZmdG5+fj4hISHEx8dz8OBBDhw4QHx8POvXr6egoMDo3NLSUlatWkVSUhJ79uzhyJEjxMbG8ntNiq2+2rZ151ZVVREUFERaWhrbtm3jn//8J1FRUWzbto20tDSCgoKoqqqq19Y2b95MbGwsR44cYc+ePSQlJbFq1SpKS0uNzi0oKGD9+vXEx8dz4MABDh48SHx8PCEhIeTn5xudW1ZWxsqVK7l48SK7d+/m6NGjxMTEEBoaSmZmptG51dXVLF++nCtXrrB161ZOnTpFZGQk27dvJzU1VfY+4vTp04SGhpKRkWF0rjn6CHIHGH+ZgfR77kDF9RG1596oj/hw/kJwLwVNG6ZOnyRLH7F//34SEhJYt24dhYWF9XQ3t49YsGCBzfYRmzdvrqf7+j4iKiqqRX2ExudSgw8PGp8Um+0jjh83fRNvlaEmovrll1944IGmreI7f/48gwYNYujQoXTq1IkDBw4YfR4fH88tt9zC8uXLee2115ot6plnniEsLIzy8nKcnZ0bPEer1aLVaut+j42NZezYsZw+fZoRI0Y0u0xz0uv5R0jtu4+xl17gl1WrZdViy2RkZNClSxe5ZdwUjzcHSamnru0c9CrUOQOp+NZ+8pylXEihz4Y+AJydeI6hoxp+taMEzxydXsOWkDptnhR4XVNve4UtIeXXt2VUZn6eeHke23osoWPa3WR/bx+TuR21jSmxrz1z5gx33HGHSXGHS+0/Bg0axKpVq5p0Ue3rRj8/P9LT0+t9npmZCdDiitS9e3cqKyspKyurN9+sFnd3d6NRuNatW7eoLEtwpb00R2HKQMdcatxUIiMjmTbNtlOMvOM9h8VOAdIrSZVBmuzsZGBe2xfklmZW1vworchyze17wwAMlOGZo/PVhLuY/uNPMPY/0OmsVG+jX+OriXfKLc3snKqStqYYobKP+WDguG2srq+tfXiw0772euqCsM6dOzNnzpxmXTx8+HAiIiIoLi42CpZOnjxZ93lLSE5ORq1W21Rg1VROHIxC1zYd9M78afYTcsuxaXr06CG3hEZZtGA+BMA3JcFUdrwIwNz8f/HFN/NlVmZewpOjoBf0aiTFlhI8c3SmLbqbn4jk4yWbiLtrM4YHP8DH+wJPfmFfD4V6nZ7MmhRbU4fdK7Ma8+Gobay2r11StBqNbyKoYFzKHL5YbV997fWYNDH/qaeeQqfTsWLFirpjWq2WVatWMWrUKLp37153vLy8nISEBHJzc+uO5eTk1Lvnr7/+yvbt23nkkUdwclLe/lo/7NwFQKusQXTu3llmNbZNZWWl3BKaxKIF89EG/o57bl9QQStXtdySzE68mzTcf5/3zVNsKcUzR2faoruJrRjIf0Z7AJDf4xTlZeUyqzIv+7cdwtAmG3SuPDv7SbnlmA1HbmOLFsyn4tsE+qZMAKBcp23kCuVjUpQzatQoZsyYQUBAAP7+/qxYsYLx48dz6dIlFi1aZHRuVFQUgwcPrpvkBjBz5kymTJnCZ599xnfffcdf/vIXRo8eTatWrVi4UJnLUn/J+RWAQeXKz2FmafLz8+WW0CyGFkspUXZdtY+5J7UU5hdS3EkKwp5tJMWW0jxzdIbe1RdVaUdwL2XVyo1yyzErGw9IKba8sgbT1qetvGLMiGhjMNlXGrWNa3PzXRLsAZOHmtauXcu7777LunXrmDdvHlVVVezcuZMxYxrfH+uJJ54gNzeXr776ijfffJMff/yRadOmER0dzeDBygxiLnpJX2YPdbtDZiW2zy23KGsex9NDpIUrFzudQVelk1mN+QhZHwbOVTgVd2b81Ju3W6V55ugMHzGMHpnSXLCQmKbl9FUKR4qk/ftu0drXhtiijcHbLzwLBhWaTglEH7HvQMzkIEytVrN48WIyMzPRaDRERUUxYcKEeueNGzcOg8HARx99VHds3rx5nDx5kry8PKqqqsjIyFB03sjk+BS0vlKi5z9Nf0xmNbbP9atqbZ3XXp0NVR7ovTIJC9kltxyzse3XYwD45dzSaIotpXnm6Bw4cIAJ7aTNs2M87CuZd2o76YH3kb53yazEvIg2BgOGDsDzqhSMfvvjZpnVWBblTbqyYVZvrFlhlteboXeIp5nGeO655+SW0Cy8fbzxzRgOwKpDu+UVY0ZiDNJq3pFujddZpXnm6Dz33HO8M/tpMKio8L3AuZhzcksyC2dPnKOqQzIAc2bZz3wwEG2slju10vSPfcVRMiuxLCIIMyN7L0nplnoXKvNVqrUJDg6WW0KzGeMuvdo5obKPIfKqyqq6FFvTRjY+hUCJnjkywcHBDL17CB6ZtwKw5IcQmRWZhzVbdgCgzulHr/69ZVZjXkQbk3hu1CMApPudQVtuvxP0RRBmRuLVNSvM2t18hZlA4u23lbdx5OuPSfv3FHaNISPl5mm5lMC2n3bX7DjuxVPPTmn0fCV65sjU+nV72XAAwvNPyqjGfBzIiAWgb4n9PfCKNibxpzkzUFV4Y2hVwOrv7PeVpAjCzMQ7f/sPJV1iAVin32T3SUfNwbUrZZXC+EljcS3oAc5VLA1W9qiCf8BCZkbXZLRQ6fn3Z/9t9BoleubI1Pr17PDxAKR1OqP4LRD8AxYS21MaCUtof9ru+lrRxiTc1e50uyrtQr/+tP3OkxNBmBnwD1hIoNdHUJOurconxSGyv5vKrFmz5JbQbFQqFYPypY5ha+oxmdW0HP+AhSxWB6BvkyUdcCttUp1VomeOTK1fL819GiraYvAoJGRdqMyqWk5tvcVVykusa5Npd32taGN/8HBbaVHJGbV9TP9oCBGEmYElRaulFAu1OEj2d1PZt0+ZS+af7Hs/AIkdzqDX6WVW0zKWFK2W0oPU5nlW0aQ6q1TPHJVavzy8POiaLs1nXHtij5ySTELqa6+pt3bY14o29gdvPSMFpGV+Z0k4kyizGssggjAzoPG59EenUEtN9nfBjRk6dKjcElrEm6/MBp0runZphG85KLecFqHxuWScKBeaVGeV6pmjcq1fD3pKQdgpV+VuVSH1tc2vt0pCtLE/GDFqOOqc/uCkJ3Ddj3LLsQgiCDMDbkXd6h/Uq1Dn29eqHXNzbQorJdGpayd8araqWBG+TV4xLUSd38t49BaaVGeV6pmjcq1fb06fDkBpp3guXrgolySTcG9hvVUSoo0ZM6xUmv7xc459LCq5HhGEmYGehQOlf9R2DjVZ4O09+7upVFVVyS2hxYxWSR3D0Wpljiq87f2C8ehtE+uskj1zRK71a9TDd+KeNRhUBgJX/SCjqpYzpmyMVG/tuK8VbcyYmbdJi0pSOkfbVaaSWkQQZgay3aXJzU4lnaDKHXXOQPy1C/jic/vO/m4qPXv2lFtCi3n5ISkjQm7XGPKu5smspvncM6JmY1a9CqqbXmeV7Jkjcr1fQ4uGA7Az87gMakynQFcq/UPjZbd9rWhjxrz6yrNQ2QpDm2x+XK3MNw83QwRhJvLb6fMUdZVWbhyeshXDpxoqvj1vV52CpTh5UrnDy1OfmoRzcWdwrWB5kPK2qggMl/bd6ZQyDsMnTa+zSvbMEbner6cHjQUgueMZdDpljSrodXpifU4A8Dfn9+y2rxVtzJjWXq3pnCntnr/mWLjMasyPCMJM5IvvV4OTnlZXh3Dv+LvllqMonnjiCbkltBgnZyf65UhJ2kN/PyKzmuZzwkP6Mnu0zb3Nuk7Jnjki1/v12uuzQNsafetcwjbvkEdUC9m8eifV7S9BtTvvvfWq3HIshmhj9RnnIeUHPelsf1tViCDMRH6ukPaKuld7j8xKlMfatWvllmASj3UbDUC8t7I6hgN7f0HT4SLoXJn/6pxmXat0zxyN6/3y7uiN7xVpleSqiJ1ySGoxgb9IuXn90u+iU5dOMquxHKKN1eeNJ6RFJUVdY0m7cFlmNeZFBGEmkJqURm63UwC8++jTMqtRHkpPz/H2i7NB70xlx985skc5c2y++mk9AD5pI+k3vG+zrlW6Z45GQ36NdZMWlZwwnLa2nBZjMEBUm0gAprZrPMepkhFtrD5jHr4P1/yaTCXfb5BbjlkRQZgJfLF0JbhU4pbbh8nTHpFbjuJQenqOnv174lWTGHn51jCZ1TSdw05SwPiIa/NHb5XumaPRkF+vPfoEAIV+Z0m/nG5lRS1jT+gBKjslgN6Z+W/Y76tIEG3sRgwpkh4etl85IbMS8yKCMBPYln8YgLtKxKvIlvDCC8pfVj5SJ3UMBzXRMitpGqcioyntHA96J95//vlmX28PnjkSDfk1fup9uOT2Aycd336/TgZVzeebndJCkvbpI+jVr5e8YiyMaGMNM62/tKgkqeNpxWYqaQgRhLWQ3IxcMrpLq1jefOBJmdUok7Aw5Ywe3Yg5900C4GqXM5QWlcqspnEW/7AagDZX7mD4/bc2+3p78MyRaMgvlZOKwfnSarOtl45aW1KLOKKWRj8metwnsxLLI9pYw7z56nNQ7Yau3WV2b94vtxyzIYKwFrL4f9+DWznORV2Z9ZwIwlrC3XcrfzXpzOeeQFXWHtxLCA7aKLecRtlXJS0kGadr2d/eHjxzJG7k15O9pFWxF9qfxmC4fgt62+L43ijKu8SBQcX8F1+SW47FEW2sYTr4dqB95jAAgvcqa2XvzRBBWAvZnP4LAMPy7sHJWfwZW8KlS5fklmAyLq4u9L4qbVWx8VyEzGpuTkJ8IoV+vwLw92mzWnQPe/DMkbiRX2/NfRaqPKj2usqeHXutK6qZLP5RWkjilXkbQ0fYf15F0cZuzH0uUl971KCsFek3Q0QPLaC0oJSUrtLw+Ct3TZFZjXJRq9VySzALE32lJ9dfW9t2x/BF8HegMuCRPowxU0e36B724pmjcCO/fHt2xOeKNJ/xuz1braio+RxE6mvHq1pWZ5WGaGM35tWJjwOQ1/UMuVfsI8emCMJawDf/WwMeRTiVduCVubPllqNY2rVrJ7cEs/DOn54FgwpNp/PEHP9Vbjk3ZFextKns6IpRLb6HvXjmKNzMr3tV0rywI5W2u1XFuZPxFHeT9L33jGNMWBdt7MZMeuyRukwl366wj60qRBDWAn5I2gfAoOx7cHVzlVmNcomPj5dbglkYNGwgnleHALB0w48yq2mYy6lp5HSRko3/eeJTLb6PvXjmKNzMr1fGS6P4uX6/kpdrm/lPF65aI2UkyRrM6LEtf3hQEqKN3RgnZycG5EojuGEXlbGopDFEENZMtOVaEv2kfZaeGyz2BjOFBx98UG4JZmOERuoY9hadkllJwyxa9h04V+OWNZhHn3moxfexJ88cgZv59eizj+Bc0ANcKlkebJtbVezRSAtJ7qt0nG2ARBu7OY/1kBaVxLeLwcbXlDQJEYQ1kxXfbsDQOgeVpg3z3npRbjmK5scfbXPUqCXMvlMKbK74nUZbrpVZTX225PwCwJ1Fo1A5qVp8H3vyzBG4mV9Ozk70y5YeHkITD1lLUpO5dD6VvO41GUmmtmwhiRIRbezmvP3yc6B3oqpjEod3KydTyY0QQVgzWRn7MwC9M+/Gs42nzGqUjT2l53jhpadRabwwtCpg7crNcssxIi83j/Qu0pfZG/c9ZtK97MkzR6Axvx7rIi0q+c3b9raq+GLZKnCpxD2vNxMfa/nordIQbezmdO/VA++rNZlKtm2RWY3piCCsGeiqdJztIK3UmdljvMxqlI89pedQt1LTNVNaPv1DtG1tJPjl0hXgosU5rzfPvPK4SfeyJ88cgcb8evulZ0DnSlW7yxw9ZFujCtsKpYwkI0tGo1K1fPRWaYg21jij9NIIboTGdheVNBURhDWDkJVb0LW7DFUe/O0d+85fZg1efdW+/oYPtxkJwGl329qq4sdUKSgclnsPzq7OJt3L3jyzdxrzq+eQHnhdkVZJLguznRHcrMvZZNZkJHnrwWkyq7Euoo01zpwxkwHI6nqakrwSmdWYhgjCmsGyo9sB6Jp+F+07tpdZjfJZs2aN3BLMylvPSPNWyvziUH2gxuPNQfgHLJRVU2lpKZc6S19mLw+faPL97M0ze6cpfrWrlLZE2NBuiU3UWYAvl6wEt3Jcirow45kn5JZjVUQba5ynn30SNK1BXYzXf9vbTL1tCSIIayIGvYHT3pEAPNlxnLxi7ISHH35Ybglm5ccde6R/qAAXLZqOF1isDpC1c1jy7fcY3MtwKurCK+/MNPl+9uaZvdOYX/4BC0ntHy794qS3iToLsDlDWigwLH+0w2UkEW2scQL+tRjUNbl6Xapspt62BMeq3SawY+MeKjsmgc4F/zdekVuOXXDu3Dm5JZiVJUWr4dq5zU4G0KtYUiTfk+2681JgODBzNG4ebibfz948s3ca82tJ0WrQXzPfygbqbHFeMandpbm3r440bSGJEhFtrHGkvta26m1LEUFYE/lfuJTZvmP6nXTv3V1mNfZBx44d5ZZgVjQ+l6RRsGtxMqDxSZFDDlqtlgRf6VXk8wPNs7rM3jyzdxrzS+NzSfoCuxYZ6yzAf79ZDeoinEo78tIrz8imQy5EG2scqa+1rXrbUkQQ1kSOe0ivIqe0vk9mJfaDi4uL3BLMijq/l/GoAoBehTq/tyx6gr9fh6FVAaqyDrzz5z+Z5Z725pm905hftlZnAdYnHwBgSPbdDpmRRLSxxrHFettSRBDWBA7vOk6F3zkwqHj/VfEq0lxcvnxZbglm5R3vOdKoQu0wuQFwMjCvrTw5776P3glA7yuj8WzXyiz3tDfP7J3G/Kqrs9e9kpSrzmrKtCT5Sa8inx86SRYNciPaWOPYWr01BRGENYH/+2kjAG0zhjNo6ECZ1dgPI0eOlFuCWVm0YD7vaRagzh4gBWIq6HZxPF98Pt/qWnQ6HXE+0pfZrG7jzHZfe/PM3mnMr7o6mzMQqt3q5jSOH3OHFdTVZ3ngD1JGkgpv3n5zjiwa5Ea0scYxqrd6KYzxTLtDlr7WVEQQ1gQinKQvs4dc7pVZiX2xfft2uSWYnUUL5lPxbQLvVnwMQHqXM2RcyrC6jpCQzejaZIPGi7/92XxPh/bomT3TFL+kOnsewydafH+X5g6+s3mRpaU1yKqz0kKSvpl34+HpIYsGuRFtrGnU1tutw6W/V1m3GHaus62NspuCCMIaIfboWUq6ngHA/znlDXXaMnPnzpVbgsX44j/+uOX1weBRyKuf/Mfq5S/7RVpI0jXtHny6+pjtvvbsmT3SXL8+Gf4yAEndDhJ5PMoSkm6IrkrHOV9p1/5ZfRwnTdH1iDbWPB5/cgp+l+8GJz1/3qW8bAMiCGuERWvXgpMez6tDuGv0nXLLsSuWLVsmtwSL4aZ2409I+3Lt8dlCfna+VcoNOx/GsGXDONFd2v38Nj/zbipsz57ZI83169W/zqRt8n3gpOe17z+2kKqGWRO0Gb13BlR68rd3HHfurWhjzWfBmHcASO7/M4e3n5BZTfMQQdhN8A9YyIYOywGo8MxR5EZwtoy9J6r932f/wrmwG/rWObz+oeVHw8LOhzF903Tiss5KW2UY4Oc2IYSdDzNbGfbumb3RXL9UTioCekkj/nFd93Lu7G+WkFUP/4CFvJIqfZGid+bzxcutUq4tItpY83nh+WfxyRgOLpW8uf4bq5TpH7CQuxeYnlJLBGE3wD9gIYvVAeAm7cqrb52r2B15bRV7T1Tbqk0rppc/BUCYRyhlJWUWLe+vG96XVgvV7p+jAvQq6biZsHfP7I2W+PXehy/jmXYnOFcx95uPzC/qOmr7WoNnrnTAvcSh+1rRxlrGB7e9BsBv/XYQ+4tlN7ytrbNVPqkm30sEYTegbvfz2hWwKuXuyGurTJtm/4l5l3/yb5xKfNF5ZzDvX59atKw0Q1qDG2+mGdLMVoYjeGZPtMQvlZOKee2eBeBEp91cSrlkZlXG1O1+LvpaQLSxlvLnN1+jTdYgcCvn1WVfWrSsepkmTEAEYTdA0z7FpnY/t0eOHz8utwSL0863HRPzpU51nWEjlZpKyxWWO8A4bRJIHUWu+bZVcQTP7ImW+vXxZ+/gnjlU+kJb+G8zqzJG0/6S3ex+bg5EG2sZKpWKv/Z4CYDo3ttIOpNssbIazDTRQkQQ1gBVFVWga2CnZoXuyGur9O7tGH/L4A//jaq8HVXtL/H+h5Z7xeJ98d66uWCAFIA5Geh53HyrrRzFM3uhpX65uLvwsrO0sOSAzzays7LNKcsIVaVn/YMO3NeKNtZyPnjvr6jzeoNHIa8u/sJi5bgV9Kj/wNtCRBDWALNe+we418zfqR1yrPlCU+KOvLaKRqORW4JV8Ovpx5irjwOwvHQ9Op3O7GVczcqk+LYt0i9lvlClhuxbYWMYX00036peR/HMXjDFr/9b+HdccvthUBfz2sf/MqOqP1j8WRCGVjUrhw2irwXRxkzB2dmZ17yfA+Bwt61kJGVapByPsg7135S1EBGEXUfElmOEdV0BwKBLE6QdeavcUecMxF+7QJE78toqhYWFckuwGt/7fwDaNmh8L/Dxp/81+/0nfPAi+jbZOOUMYPC3B1B/VsCw1ZsIm+rHk1/cbbZyHMkze8AUv9Rt1MyqmAHAds8wioqKzKRK4mrqVf6R/TkA7dNGos4WfS2INmYqiz74J65FXTC0zmbuf8w/GvbR+0sp6i1tg+FS3Nnk+4lModdQra1m2tYA6FOM99WhnP1up0imakEGDx4stwSr0feWPtyV9iin+m/gq8zVfKT/Cyon8zwDLVkRRFzXcDCo+LTNewSUDa35xPwpthzJM3vAVL8CP59PyOfr0bdL452PPmLt11+bSRk88o93qB6QhnNRF85+tAW/7l3Mdm8lI9qYabi5ufOc80xW8TU/dwyjIP1D2nVtZ5Z7p8Zf5hPNYmgFI65M5bv3PuSOjaal+BIjYdfwwusfUtjnCFS78dNTS0QAZmEOHjwotwSr8t1b/4AqNaV+5/jmv9+Z5Z65ebn8LfEjAPr/9jQBCyy7yaWjeaZ0TPXL29eLxwqkhSUbVD+i0ZrnVdn/Fq/ibP+fAPjMN0AEYNcg2pjp/O+jj3Eu7YC+7WXe/Odis913wkd/R++TimuRH3s+DzbLPUUQVsOJ3dGE+EobBD5R9DwPPjhOXkEOwOzZs+WWYFWG3TOUoZcmA/BJvHka8MR/vEiV11Wc8nuz9wPL5/tzNM+Ujjn8CvooAFVJJ6q9M/n7R5+YfL+c9Bz+fvkTUBkYmDyZ9+eLzUmvRbQx02nt2ZontNMB2Nx6M+WFFSbfc9EH35M4RMpE8mX/D+nYsaPJ9wQRhAGgr9YzdX0AtMqndfZAfvy/pXJLcgi+//57uSVYneXP+4POlfzu0az6LsSke323Zg2nu+wE4B/Of6PXbT3MIfGmOKJnSsYcfnXq7cv4zCcBCC4Lobq62qT7TZj/NlXtU3Au7sTef4sUPdcj2ph5WP7hp6gqvNF1/J133zdt37DMi1n8o2AhqAwMvTKBeW+8ZiaVIggDYO7rn5I7YD/oXNg4+b+4ubrJLckhcMT0HPc+Mop+yY8A8I8TLQ/2C4sKeDv2nwD0+m06H3/5pln0NYYjeqZkzOVXcMD7UNEObftLfLig5a93gv73AzF9pdGEf7edT4++ln9wUBqijZmHDu078EjRVADWqDZJW0+1kAnz/46u4+84l3Yk/D8rzSUREEEYZw6e5ft2UpqICXnPMGXKRJkVOQ6Omp7jf4//BfROXO15nJ82bm/RPSa//zKVbdNRFXZjr/8iVE5mWi/dCI7qmVIxl1+9hvbi7jTpC+2bq6sxGJq/SVJ+dj7vJH0IKgN9L07g3x+8axZt9oZoY+ZjxT8+hcpWVPqd4x/vL2nRPZZ8+gNnh2wA4NOu/6BLF/POX7S7IOyeBdOanHPMoDcw5bv50DqHVrl92PJ/QRZWJ7iWZ555Rm4JsjBpxoN0S34QgKd+/ROqf6nxeHNQk+vtug0bOOEn7Qn2t+q/0v/OPhbTej2O6plSMadf373tD1XulPlewOlD92bVWYBJ771FVYdknEp82fsP8RryRog2Zj56dO/BvbnSPNwv23zQ7L42NzWXv2V8Dk46Blx5gPnvvmt2jXYXhFW2S21y8td5by7i6qDdoHdizfgv8VB7WEGhoJbw8HC5JcjGcNf+0j/ci8FVi6bjhSbV25KyEuaelPZP6hY/lUXfvGthpcY4smdKxJx+rd2xHVy10i/OVU2uswCrV2wkqtcmAOar/06fQWJX+Bsh2ph5GdCq5iHVrbxZfS3AxL/5U9XpPE5lPoT/y7yvIWsxKQgrLS3lww8/ZOLEifj4+KBSqVi9enWz7qHVann//ffp0qULHh4ejBo1in379rVclAowqPhv8SqqtTfemfy3Y4ks9fwfAOOyZ/DUk0+2vExBi7jtttvkliAb+9UHjBPEOxnAAN+UBd30Vc/U915B0y4NVbEfP8/7wmqvIWtxZM+UiDn9qpe0uKbOfqX9H5fTL9/wuuL8Yl6P+wCc9PS8+DCfffqe2TTZI6KNmZcN2m3GKYacDGBQ8U3Ragz6G/e1wYs2c3rIDwD8s8N79OrZyyL6TArCcnNz+fjjjzl//jzDhg1r0T3mzJnDV199xezZs/nmm29wdnZm8uTJHD16tOXCVAaqOl7A4/X7uWvq2yz7RxhlOeUA+AcsxOPNQQzdewsGrwycSzqy40vzbBcgaB45OTlyS5ANjc+l+mkvVFDZ/hLu73Vm5GuP8e3qIMq15XV1VvWBO7/4SqMJb5X9maH3DrK6bkf2TImY068GkxarQOedSY8Vvej42ghm/+XPxMbEAX/0td7f+KDt+DtUeLH372LleWOINmZeGu5rDVT6JuL53AQefuJ9wr6KoFojrfr1D1iI+s2BvFo+E5yr8Lo6hP+8977F9Jm0G6mfnx+ZmZl07tyZ6Oho7rrrrmZdHxUVxcaNG1m8eDF///vfAXj++ecZOnQo/v7+Lc8mXzPCUN3rBNG9ThDNUt76aAjeBV0pHLgP3FWgkjoTXZscPv40kEULHDNFhpxYIoeiUlDn90LT8YLxl5oBMDhR1SabU212cip1J299Mg/UlUZ1FkDdVm990Ti2Z0rEnH41XGdVUO0Orhpyu8QQQgwh2/+H65ruVLW7bFxvPYoJ3vATi24Tfe3NEG3MvNywr1VBxcB97Gcf+4sX4/zWSDqUdCDrll3gTs1bNSjuHM/7//jCYjGCSSNh7u7udO7c8txJoaGhODs7M3fu3LpjarWal19+mRMnTnD58o2HuG9IzR/31Yr3eNv973TLvh30zhh846UADIy+zNCrWFK0psX/D4KW061bN7klyMY73nOkTuHaBPEqeD3vA/589Ut6npsORV3BtVL6/Lo6G1i81uqawbE9UyLm9KvhOmvAX/ch23vu45ELb+GZdifonaQADERf2wJEGzMvN+prnyt5m1mVr9A+bwCoDOh6nJQCMPhj5EyFxeutrHl5YmJiGDBgAF5eXkbHR44cCUBsbCzdu3dv8FqtVotWq637vbS0FAC3gl682+E1vlgoRa1LgPyyfIJCvucfV+aD03UjCE4GND4pZvo/EjSHU6dOMWiQ9V+p2QKLFsyHAFhStAaNTwrq/N7Ma/sCXwRK9fa/QElWGV6BPuBSaXyxjHXWkT1TIub064Z1tmaE4LE5DwEQfSCGuw6NBOfrNnUVfW2TEG3MvNyw3n75x8hWSnYK/1sdxH/LFls9RpB1dWRmZiZ+fn71jtcey8jIuOG1CxYswNvbu+5n7NixAITNCaRPz3Zotdq6/VZCVoXw0tTncc/pZzyxFECvQp3fu+7cwMBACgsLWbduHQkJCezfv5+IiAjOnTtHSEgIeXl5RudWVFQQHBxMcnIyu3bt4tixY5w+fZrQ0FAyMjKMztXpdCxbtoz09HS2bNlCdHQ0kZGR7Nixg5SUFFasWGGkOzAwkJycHDZu3EhcXByHDh0iPDycxMRE1qxZQ0lJidG5xcXFrF27lsTERPbu3UtERARnz55lw4YN5ObmGp2r0WgIDg4mJSWFnTt3cvz4caKjowkLCyMjI4OlS5ei1+sJDAxEr9ezdOlSMjIyCAsLIzo6muPHj7Nz505SUlIIDg5Go9EY3T83N5cNGzZw9uxZIiIi2Lt3L4mJiaxdu5bi4mICAwN57LHHCAwMpKSkhDVr1pCYmEh4eDiHDh0iLi6OjRs3kpOTY3RfrVbLihUrSElJYceOHURGRhIdHc2WLVtIT09n2bJl6HQ6o2syMjIIDQ3l9OnTHDt2jF27dpGcnExwcDAVFRVG5+bl5RESEsK5c+eIiIhg//79JCQksG7dOgoLC43OLSkpYfXq1SQlJREeHs7hw4eJi4tj06ZNZGVl1dMdFBREamoq27dvJzIykhnTHmTDIwu4/PrvfH3bn/ns478bXVOqL8Y9r1eT6mx+fj4hISHEx8dz8OBBDhw4QHx8POvXr6egoMD4vqWlrFq1iqSkJPbs2cORI0eIjY1l8+bN9XRXVVURFBREWloa27Zto2vXrkRFRbFt2zbS0tIICgqiqqrK6JqsrCw2b95MbGwsR44cYc+ePSQlJbFq1SpKS0uNzi0oKGD9+vXEx8dz4MABDh48SHx8PCEhIeTn5xudW1ZWxsqVK7l48SK7d+/m6NGjxMTEEBoaSmZmptG51dXVLF++nCtXrrB161ZOnTpFZGQk27dvJzU1laCgoHptLSsri02bNhEXF8fhw4cJDw8nKSmJ1atX12trSukjxo0bZ9Y+4unpD7H+oc9IfzOZL295mwWf+tfrI9KKUnDP7dtgvXXP69WsPuLatuYofcTw4cPr+ohTp06xdetWrly5wvLly6murja6JjMzk9DQUGJiYjh69Ci7d+/m4sWLrFy5krKyMln6iKioKJvrI0be0Y/kDw6ypPOXVHx7nu5dWhv1Eb8e/5VnH5iOe07/m/a31/cRLZ4ydQ0qQ81SLL1eT2VlZWPnA9JrSJXKWGjtnLBVq1YxZ86cJt2nb9++DBw4kN27dxsdT05Opm/fvnz99de8e4N9Oa4fCYuNjWXs2LGcPn2aESNGNHiNf8BCFqsDpD9y7fCkkwF/7QK++FzMU7A2gYGBYnfoRrC1Ois8UxZy+WVr9VZJiDYmH82tt2fOnOGOO+64adzRGHUjYYcPH8bDw6NJP4mJiS3/v7wGDw8Po0CqFo1GU/f5jXB3d8fLy6vup3Xr1o2Wt2jBfN7TLECdMxCq3FHnDBSdgoyIjqZxbK3OCs+UhVx+2Vq9VRKijcmHHPW2bk7YoEGDWLVqVZMuaugVYkvw8/MjPT293vHMzEwAs6cHAOmPvAjREdgC4omvadhSnRWeKQs5/bKleqskRBuTF2vX27ogrHPnzk1+jWguhg8fTkREBMXFxUaT80+ePFn3ucB+eeGFF+SWIGgmwjNlIfxSHsIzx8JqE/PLy8tJSEggNze37thTTz2FTqdjxYoVdce0Wi2rVq1i1KhRN1wZKbAPfvrpJ7klCJqJ8ExZCL+Uh/DMsTB5i4ralUK1Kxl37NjBlStXAHjnnXfw9vYGpI1ZH3jgAT788EM++ugjAEaNGsWMGTMICAggOzubfv36sWbNGi5dusT3339vqjSBjXPvvffKLUHQTIRnykL4pTyEZ46FyUHYl19+SWpqat3vYWFhhIWFAfDcc8/VBWE3Yu3atXzwwQesW7eOgoICbrvtNnbu3MmYMWNMlSawcZKTk+nfv7/cMgTNQHimLIRfykN45liYHIRdunSpSeeNGzeuwcTEarWaxYsXs3jxYlOlCBTGzVa/CmwT4ZmyEH4pD+GZYyHrZq0Cx6Zt27ZySxA0E+GZshB+KQ/hmWMhgjCBbCQkJMgtQdBMhGfKQvilPIRnjoUIwgSyUZtqSqAchGfKQvilPIRnjoUIwgSysXnzZrklCJqJ8ExZCL+Uh/DMsajLHal0zJHDSSAQCAQCgaApmDV3pEBgbQIDA+WWIGgmwjNlIfxSHsIzx0IEYQLZePXVV+WWIGgmwjNlIfxSHsIzx0IEYQLZWL16tdwSBM1EeKYshF/KQ3jmWJi8WautUFFRAcD58+dlViJoKt26dePMmTNyyxA0A+GZshB+KQ/hmXKojTdq44+WYDdB2O+//w5IqZIEAoFAIBAIrMHvv//e4pyfdhOE3X///QCEh4fToUMHmdUIGqO0tJSxY8dy6NAhWrduLbccQRMQnikL4ZfyEJ4pi9zcXCZMmFAXf7QEu9miori4GG9vb4qKivDy8pJbjqARhF/KQ3imLIRfykN4pizM4ZeYmC8QCAQCgUAgAyIIEwgEAoFAIJABuwnC3N3d+fDDD3F3d5dbiqAJCL+Uh/BMWQi/lIfwTFmYwy+7mRMmEAgEAoFAoCTsZiRMIBAIBAKBQEmIIEwgEAgEAoFABkQQJhAIBAKBQCADIggTCAQCgUAgkAERhAkEAoFAIBDIgE0GYaWlpXz44YdMnDgRHx8fVCpVg5nlf/nlF1QqVYM/kZGR9c7XarW8//77dOnSBQ8PD0aNGsW+ffus8H9k3zTVr1rOnDnD1KlT8fHxoVWrVgwdOpT//e9/9c4TflmOpno2Z86cG7YxlUpFenq60fnCM8vQnDaWlJTErFmz6NatG61atWLQoEF8/PHHlJeX1ztX+GU5muPZ6dOnmThxIl5eXrRp04ZHHnmE2NjYBs8VnlmGU6dO8fbbb3PLLbfg6elJjx49ePrpp7lw4UK9c5vjQaPnGmyQlJQUA2Do0aOHYdy4cQbAsGrVqnrnRUREGADDvHnzDOvWrTP6ycnJqXf+rFmzDC4uLoa///3vhqCgIMM999xjcHFxMRw5csQK/1f2S1P9MhgMhvDwcIObm5th1KhRhq+++sqwYsUKw/vvv29477336p0r/LIcTfXs+PHj9drW2rVrDa1atTIMGTKk3vnCM8vQVL/S0tIMbdu2NfTs2dOwYMECQ1BQkGHOnDkGwDB16tR65wu/LEdTPTt9+rRBrVYb+vfvb/jyyy8NixYtMvTq1cvg5eVlSEhIqHe+8MwyTJ8+3dC5c2fDO++8Y/juu+8Mn3zyiaFTp04GT09Pw9mzZ43ObY4HjZ1rk0GYRqMxZGZmGgwGg+HUqVONBmGbN29u9J4nT540AIbFixfXHauoqDD07dvXcM8995hNuyPSVL+KiooMnTp1Mjz55JMGnU5303sKvyxLUz1riCNHjhgAw2effWZ0XHhmOZrq12effWYADOfOnTM6/vzzzxsAQ35+ft0x4ZdlaapnkydPNrRr186Qm5tbdywjI8PQunVrw7Rp04zOFZ5ZjmPHjhm0Wq3RsQsXLhjc3d0Ns2fPrjvWHA+acq5Nvo50d3enc+fOzbqmpKSE6urqG34eGhqKs7Mzc+fOrTumVqt5+eWXOXHiBJcvX26xXkenqX6FhISQlZXFZ599hpOTE2VlZej1+gbPFX5Zlpa0sVpCQkJQqVQ8++yzRseFZ5ajqX4VFxcD0KlTJ6Pjfn5+ODk54ebmVndM+GVZmurZkSNHeOihh2jfvn3dMT8/P8aOHcvOnTspLS2tOy48sxyjR482ah8A/fv355ZbbuH8+fN1x5rjQVPOtckgrLm8+OKLeHl5oVareeCBB4iOjq53TkxMDAMGDKiX6XzkyJEAN3z/LjAf+/fvx8vLi/T0dAYOHEjr1q3x8vLijTfeQKPRGJ0r/LJNqqqq2LRpE6NHj6ZXr15GnwnP5GfcuHEAvPzyy8TGxnL58mV+/PFHli1bxrx58/D09Kw7V/hlG2i1Wjw8POodb9WqFZWVlZw7d67umPDMuhgMBrKysujQoUPdseZ40JRzFR2Eubm5MX36dL755hu2bdvGp59+ytmzZ7n//vuJiYkxOjczMxM/P79696g9lpGRYRXNjkxSUhLV1dU8/vjjTJgwgZ9++omXXnqJ5cuX8+KLLxqdK/yyTcLDw8nLy2P27Nn1PhOeyc/EiRP55JNP2LdvH7fffjs9evRg1qxZvPPOO3z99ddG5wq/bIOBAwcSGRmJTqerO1ZZWcnJkycBjBa/CM+sy/r160lPT2fmzJl1x5rjQVPOdTG3aGsyevRoRo8eXff71KlTeeqpp7jtttsICAhgz549dZ9VVFQ0mGRTrVbXfS6wLKWlpZSXl/P666/XrYacNm0alZWVBAUF8fHHH9O/f39A+GWrhISE4OrqytNPP13vM+GZbdCrVy/GjBnD9OnTad++Pbt27eLzzz+nc+fOvP3223XnCb9sgzfffJM33niDl19+GX9/f/R6PZ9++imZmZmAsQ/CM+uRkJDAW2+9xT333MMLL7xQd7w5HjTlXEWPhDVEv379ePzxx4mIiDB6svDw8ECr1dY7v/Y1WEPDwQLzUvs3fuaZZ4yO184tOnHihNG5wi/borS0lG3btjFhwgSj+Su1CM/kZ+PGjcydO5fg4GBeffVVpk2bxvfff88LL7zA+++/T15eXt25wi/b4PXXX+cf//gHISEh3HLLLdx6661cvHgRf39/AFq3bl13rvDMOly9epUpU6bg7e1dN6+rluZ40JRz7S4IA+jevTuVlZWUlZXVHfPz86t7sriW2mNdunSxmj5HpfZvfP2kYV9fXwAKCgrqjgm/bI+tW7dSXl7e4KtIEJ7ZAt9++y2333473bp1Mzo+depUysvLjaZpCL9sh88++4ysrCyOHDlCXFwcp06dqlu0NGDAgLrzhGeWp6ioiEmTJlFYWMiePXvq/U2b40FTzrXLICw5ORm1Wm30BDH8/9u5m5BEwjAO4P8VRZIgShODwouIBIkSpUXhbaiDQVB48RQdiwLr4C2CqFsEncSSoAjxZoIdOkSXig7RpYMFdehSQnTrw5FnD8vMMju2O7I7ZtvzAy/vPLzM8GfwZd4Pnw+FQkHePSSR5t19Pl8tb/FL6u7uBgDVAZ/SHHpra6vcxnnVn52dHTQ2NmJkZKTidc7s493f3ytmACSlUgkAFDvIOa/60tzcjIGBAXR1dQH4sZGpvb0dHo9HruHM9PXy8oJwOIxCoYBcLofOzk5VTTUZaKn91IOwYrGoaru4uEA2m4UgCDAYfj7e2NgYyuUyEomE3Pb6+opUKoVAIICOjo6a3PNXJq0j2tjYULQnk0kYjUZ5ZxfAedWbYrGIg4MDjI6OwmKxVKzhzD6e2+3G+fm56pTv3d1dGAwGeL1euY3zql/pdBpnZ2eYnZ3l/7EaKZfLiEQiOD4+RiaTQV9fX8W6ajLQUlu3C/PX19fx9PQkfyXZ29vD3d0dAGB6ehpNTU2IRCJoaGhAf38/7HY7Li8vkUgkYLFYsLKyougvEAhgfHwc8XgcDw8PcLlc2Nrawu3trWpQwKqnJS+/34+JiQlsbm5CFEWEQiEcHh4ik8kgHo8rPuNyXvrTkpkknU5DFMV3pyIBzkxvWvKan59HPp/H4OAgpqamYLVakcvlkM/nMTk5ye9YjWnJ7OjoCIuLixAEAVarFScnJ0ilUhgaGsLMzIyiP85MP7FYDNlsFuFwGI+Pj9je3lZcj0ajAKrLQFOtDgfP/hNOp5MAVPzd3NwQEdHa2hr19vZSS0sLGY1Gamtro2g0SldXVxX7fH5+prm5OXI4HGQ2m6mnp4f29/dr+FT/Ly15ERG9vb3RwsICOZ1OMplM5HK5aHV1tWKfnJe+tGZGRBQMBslut5Moir/tkzPTj9a8Tk9PaXh4mBwOB5lMJnK73bS0tESlUknVJ+elLy2ZXV9fkyAIZLPZyGw2k8fjoeXlZdXp7RLOTB+hUOjdrH4dKlWTwZ9qvxER/e0IkjHGGGOMVedTrwljjDHGGPuseBDGGGOMMfYBvgMoCBPd/QZPZgAAAABJRU5ErkJggg==\n",
       "text/plain": [
        "<Figure size 700x400 with 1 Axes>"
       ]
@@ -1235,7 +1244,7 @@
    ],
    "source": [
     "# Compare output with input\n",
-    "# All bins from PFB\n",
+    "# All bins synthesis from PFB\n",
     "sr = synthesis_dft_filterbank(Ac, Nup, Ndft, hPrototype, commutator='ccw')\n",
     "sr = sr[0 : len(yrUpLpfLo)]\n",
     "\n",
@@ -1247,6 +1256,7 @@
     "SNR_yr = snr_db(xDelayed, xDelayed[offset:] - x_yr[offset:])\n",
     "SNR_sr = snr_db(xDelayed, xDelayed[offset:] - x_sr[offset:])\n",
     "\n",
+    "print('kLo    = %d' % kLo)\n",
     "print('SNR_yr = %.2f [dB], single bin' % SNR_yr)\n",
     "print('SNR_sr = %.2f [dB], all bins' % SNR_sr)\n",
     "\n",
@@ -1254,7 +1264,8 @@
     "plt.plot(xDelayed, 'r.-')\n",
     "plt.plot(x_yr, 'b.-')\n",
     "plt.plot(x_sr, 'g.-')\n",
-    "#plt.xlim([offset, len(xDelayed)])"
+    "#plt.xlim([offset, len(xDelayed)])\n",
+    "plt.xlim([150, 200])"
    ]
   },
   {
@@ -1268,7 +1279,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "314e3e71",
+   "id": "04080198",
    "metadata": {},
    "outputs": [],
    "source": []