diff --git a/notebooks/render1.ipynb b/notebooks/render1.ipynb
index e0e817be39594c064bdfb00d2027c8b61f2d98ac..fad1a61ff9deaff8d9745138e78e8ca6fc1165fc 100644
--- a/notebooks/render1.ipynb
+++ b/notebooks/render1.ipynb
@@ -61,16 +61,10 @@
     "import flatland.core.env\n",
     "from flatland.utils import rail_env_generator\n",
     "from flatland.core.env import RailEnv\n",
+    "from flatland.core.transitions import RailEnvTransitions\n",
     "import flatland.utils.rendertools as rt"
    ]
   },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Generate Rail"
-   ]
-  },
   {
    "cell_type": "code",
    "execution_count": 5,
@@ -78,24 +72,43 @@
    "outputs": [
     {
      "data": {
+      "text/html": [
+       "<style>.container { width:90% !important; }</style>"
+      ],
       "text/plain": [
-       "(numpy.ndarray, 10)"
+       "<IPython.core.display.HTML object>"
       ]
      },
-     "execution_count": 5,
      "metadata": {},
-     "output_type": "execute_result"
+     "output_type": "display_data"
     }
    ],
+   "source": [
+    "from IPython.core.display import display, HTML\n",
+    "display(HTML(\"<style>.container { width:90% !important; }</style>\"))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Generate Rail"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [],
    "source": [
     "random.seed(100)\n",
     "oRail = rail_env_generator.generate_random_rail(10,10)\n",
-    "type(oRail), len(oRail)"
+    "RETrans = RailEnvTransitions()"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [
     {
@@ -104,7 +117,7 @@
        "{0: None, 1: None}"
       ]
      },
-     "execution_count": 6,
+     "execution_count": 7,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -118,28 +131,56 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Use new python file rendertools"
+    "# Render some Envs"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [],
    "source": [
     "oRT = rt.RenderTool(oEnv)"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Curved rail transitions"
+   ]
+  },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([1, 0])"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "xyLine = [[0,1], [1,1]]\n",
+    "np.squeeze(np.diff(xyLine, axis=0))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
    "metadata": {
     "scrolled": false
    },
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 720x720 with 1 Axes>"
       ]
@@ -155,14 +196,21 @@
     "oRT.renderEnv()"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Straight transitions"
+   ]
+  },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 720x720 with 1 Axes>"
       ]
@@ -178,9 +226,48 @@
     "oRT.renderEnv(curves=False)"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Curved and straight overlaid (for checking!)"
+   ]
+  },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 720x720 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.figure(figsize=(10,10))\n",
+    "oRT.renderEnv(curves=False)\n",
+    "oRT.renderEnv(curves=True)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Tree Search using transitions \n",
+    "## show depth on rails"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
    "metadata": {},
    "outputs": [
     {
@@ -192,7 +279,7 @@
     },
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 720x720 with 1 Axes>"
       ]
@@ -214,34 +301,33 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Plot Tree / graph"
+    "## Plot Tree / graph without rails\n",
+    "x=distance, y=depth"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": null,
    "metadata": {},
    "outputs": [
     {
-     "data": {
-      "text/plain": [
-       "38505"
-      ]
-     },
-     "execution_count": 11,
-     "metadata": {},
-     "output_type": "execute_result"
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "38505\n"
+     ]
     }
    ],
    "source": [
     "rcPos = oEnv.agents_position[0]\n",
     "oTrans = oEnv.rail[rcPos] \n",
-    "oTrans"
+    "print(oTrans)\n",
+    "oTrans2 = oEnv.rail[0,1]"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": null,
    "metadata": {},
    "outputs": [
     {
@@ -250,18 +336,6 @@
      "text": [
       "(1, 2) 3\n"
      ]
-    },
-    {
-     "data": {
-      "image/png": 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\n",
-      "text/plain": [
-       "<Figure size 576x576 with 1 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
     }
    ],
    "source": [
@@ -281,22 +355,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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\n",
-      "text/plain": [
-       "<Figure size 720x720 with 1 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    }
-   ],
+   "outputs": [],
    "source": [
     "oFig = plt.figure(figsize=(10,10))\n",
     "oRT.renderEnv()\n",
@@ -307,32 +368,45 @@
     "oRT.plotAgent(rcPos, iDir)\n"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Double / Directional rails with arrows"
+   ]
+  },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "(1, 2) 3\n",
-      "(6, 3) 1\n"
-     ]
-    },
-    {
-     "data": {
-      "image/png": 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YsWPveLuhoaH8/ve/Jykpibq6Ot588022bNnisdwA+/fvp2/fviQmJhIcHMz06dN9Ngi9c+fOPPfcc8TFxXHhwgX+/ve/c+zYMbd/vmvXrsTHx7N27VqefvppwsPDOX/+vBcT+5aiKK79daP9547169ezZMkSbDYbAwYM4LnnnrvppAQh/NmdHls85eDBg7zyyitcvHiRzp078/zzzxMbG+vzHMI9clT0IKfTSVpaGqdPn2bBggWMGjWKxsZGvvnmGw4ePIiu6yQkJDBnzhyPfoM3m83Mnj2b3NxcvvjiC3bu3MmxY8eYNGkS/fr1u6Xc8+fPZ9SoUVc9fv78+asGqSckJNz+WIAlS2DFCgBmtl6A+MrrQs2cCfPnX/UjkZGRLFy4kG3btrF9+3Y+//xz9u3bx5QpU9zqvn7++ed5+eWX+e6776itrb2mff5OURR69uxJQ0MDY8eOvaX25ebmsmHDBurq6ggKCuKJJ55w63dGiEBwp8eWO3HhwgW+/vprSktLURSF8ePHM3r0aK9uU9y5mxZNiqK8B0wGynRdH+L9SH7E6YSqKrDbITQUU0wMOTk5VFdX88gjj/Dyyy9jt9vRdR2TycTDDz/M8OHDvRZn0KBB9O3bl+XLl1NUVMSKFSvo0KEDGRkZpKenXz2Y94rsptBQcg4e5MLFi8yYMYPvvvuOIUOG/PCciormNjqdYDLdWcgVKyAnB1JTr30sJ6f57x8VTa3GjBnDXXfdxbJlyzh//jxvv/02cXFxPPTQQ1d/0Dc2QkEB1Nay5uBB4uPiSE5OZtq0aQwcOJDIyMg7a4PRrmgfkZHszMqie58+HD16lHvuuYelS5eSmZl5wx/XNI09e/awa9cu6uvrAUhMTGTGjBnSuyTaJbePLR6Qm5vL5s2bqaqqAiAuLo4nn3zS/49L7YQ7R8ilwD+BD70bxc9YrXDgANTXg6qCplGtKBzUdU4WFGAymdi8eTP3338/o0aN4uc//7lPZiAFBwfz1FNPUVZWxrp16zh37hzr169n8+bN9O7dm6FDhzK4Vy/UQ4euyk5YGNFpaWRkZLBhwwaG9O7tal93m42i77+HHTsgPZ3i4mK6d+9++yFTU2HbNla0DCj/85//3Hy/G1fvjo2N5fe//z2nT59m48aNXLp0iRUrVmCxWEhKSmJYz5702r4d1WoFk4ldGzaw+tgx3v/gA8xBQVy4cIHZs2e7Vtn1O6WlsHJlc8FkMoHTSffISJg+nb59+zJ8+HA+/fTTa4omh8PB8ePHOXbsGOfOncPhcKAoComJiUyaNElOB4h276bHlmHD6NWr1y0fxzVN48yZMxw5coT8/HzXF5XOnTszYcIEevfu7YXWCG+5adGk6/p2RVF6ez+Kf7Db7VSWl1O1dy9Vdjs1mkZZXR35JSU4dZ2wsDCampo4d+4czz//PM8995whOePj48nMzMRms7Fu3TpOnDhBXl4eeXl5fA5EBAfTPSYGxeEgNiKCHuHhOHNz2bJlC3/505+aCyZFgfh4RsTGkvfKKxSUltJ9zx5WrlzJipZTbEbp27cvffv2dRWHhYWFHDt2jGPHjqEAMUFBdAsO5v7HHuOozUa8xcKUP/yBJUuW+G/B1NjYXDApCrSsDny2vBxTdTU9Vq7k3PjxHDp0iHnz5rF3715qamqoqqri/PnzWK1W18uYzWZSUlKYMGGCzIwT4kd+8tiiKMTExNCtWzeioqKIjo4mNjaW0NBQdF2npKSEyspKqqurqamp4cKFC1RXV6PrOoB8UQkAft0Xv2HDBkpLS322vfLycmw223Ufq6ur46svvyRIUQjp0IHMzEzDCqYrWSwWHn/8caB5bNKh3bspOHOG6oYGTly8SGlpKV9++SWaptGprIxfAZOnTr3qNcw0dzU+NGMGTuApYPCQOzxTqyi09C/RuoBB6xinFbexpEFwcDCaw4HT6UQDKpuaqGwpXtcdOkR8fDxfPf00ly9fJjMzkwEDBtxZfiNoGjQ14QSc1dXowKlTp1i1ahUA+gsv0LNnTzp27MjGjRuv+tGIiAj69+/PiBEjZBqzEG5o/eLZ2lOUk5NDYWEhlZWVVFZW3tJrqaqKyWRCVVXOnz/PkiVL7ihbQ0MDgE+Wf4HmnmpVVX16se4uXbowYcIEn23PXR4rmhRFmQ/MB5rHwwSg0NBQTCYTvePjiaqvJyo2ltgOHegSFYUlOJjX582DS5dg8GBISDA67jW6d+9O99GjITISLTaW8ro6Ki5fZvbYsdTYbDw8b94Nf/bhlj9tmaoozdNBW2aPaUBSr178v//rf6G33Ibmafr+RNM0HA6H69vqlfr3789//Md/XHVfcHAwmqa5/kBzUX/o0CEKCgro378/Y8eOleUEhHCDqqr069fPNbbJ4XBQWlpKVVUVVVVV1NTUkJOTg6ZpqKrqmtGqKIosChuAPFY06bq+BFgCMHz48GuP7l7g6yq0tZfJYrNBdjbEx1/7JE2DtnzKIzQUWt7cnaOi6BwV5XrIVlQEERFYmpqual/V5cscOHeO0+XlVFitOFs+vKOjo3nwwQcZPHiw+9tvHbe0bZvrW5JrTFPLLDrX7Vt18iR88onr1NVV8vOx/e53YLFgsVhu7/V9LCcnh61bt1JbWwuASVXppGn0i44mLTKSqKCgH558g/ZpmkZeXh5Hjx51fUveu3cv+/btIykpicmTJxN1xe+AEOKnmc1mEhISSLjii/EDDzwA4LNjyzXHTi9zffb5ybHTm/z69JxhYmIgLKx5MPiVV323Wpvvb8vnqn8qe9euYDY333/Fc2I6dGDcoEGMs1pB1znbqxcbN22itLSUTz/9lLVr15KRkcHdd9998+1/+23z32PGXLvkwI1m1bmrTx+IjGye7RcX98P9FRXN94eF3f5r+9COHTvYtWuXqwu+W7duTJw4kYT4eHjzzeYnXVkw/UT7VFUlOTmZ5ORkoPlb8s6dO9m3bx+nT5/m1VdfpWvXrkydOpX4630JEEII4eLOkgMfA2OAjoqiFAN/1XX9XW8Ha9NMJkhPbx4sXVZ21Qw00tObb7dVP5U9IqL51NZN2tc7PJzf/OY3VFVVsXbtWvLz89m4cSMHDx5k7ty5rsUyb1lqavM6TbcrOBimT28eLJ2f75pdRsvsMm5j0Udfqq6u5sMPP6SqqgpFUejfvz+TJk26eiryHbbPbDYzZswYxowZw5EjR9i6dSslJSW89dZb3HPPPYwbN86LLRRCCP/mzuy5Gb4I4nfCwyEjAyorXes0ERvbtgumVjfKfuVlBNxoX0xMDLNnz8Zms7F8+XJKSkr47//+byZMmMCIESOuv+0rxuVcs+SAJ3TpAgsXwpkzrnWMSEpq7kG7wSD+tmDXrl1s2bIFXdfp0aMHs2fPvv6YIw+2LyUlhZSUFE6cOMFnn33G7t27yc3NZe7cuXKRUCGEuA45PXcnVBX89fpA7mR3s30Wi4X58+ezb98+Nm3axLp16zh69KjrauI+ZzZDy+mots7hcPDuu+9SWlqKyWRi0qRJDBs27Kd/yMPtGzBgAC+++CIfffQRhYWFvP7660yaNCngLm4shBB3yg+6RYS/GDVqFH/4wx+IjY2luLiYt956yzV7S1zL4XDwxhtvUFpaSnx8PH/84x9vXjB5SXBwMPPmzWPq1KkoisKaNWtu+8K/QggRqKRoEh4VHh7OggUL6N69O5cuXeKNN97A4XAYHavNaWxsZPHixVRXV9OnTx+effbZNjEzJSUlhaeffhqTycTGjRvZtWuX0ZGEEKLNkKJJeJyqqjz11FP07NmTyspKKZx+pLVgqq2tpV+/fjz55JNGR7pK165dmT9/vutSQN+2zngUQoh2Toom4RWqqjJv3jz69OlDdXU1y5YtMzpSm/H+++9jtVoZMGAAM+9ktqAXxcfH8+yzz2I2m9m2bRt5eXlGRxJCCMNJ0SS86sknnyQmJobCwkL2799vdBzDffvtt5SWltK5c2emTZtmdJyfFBcXx7yWVeJXrVqF/crZlUII0Q5J0SS8LjMzE1VV2bBhA1VVVUbHMczFixfZtm0bJpOJzMxMo+O4pVu3btx33304HA4+/PBDo+MIIYShpGgSXhcZGcnkyZPRdZ2lS5e2yxl1mqa5io7HHnuM0LZ8qZ0feeCBB+jUqRMlJSXs2LHD6DhCCGEYKZqETwwbNow+ffpQW1vbLk/Tbdu2DZvNxsCBAxk4cKDRcW5Za2/htm3bZFC/EKLdkqJJ+Mzjjz+Ooihs377d6Cg+pWkae/fuRVVVpk6danSc22KxWEhPT0fTNLKysoyOI4QQhpCiSfiMxWIhKSmJ+vp6cnJyXPcXFRUxduxYBg4cSFhYGIMHDzYwpeft3buXpqYmBg0adP1Lo/iJcePGoaoq2dnZ15xidTqdDBs2jMmTJxuUTgghvE+KJuFTU6ZMAWDLli2u+8xmM6+88grPPPMMkydP5uzZs+Tm5hoV0eN27NiBoihMmjTJ6Ch3xGw2c9ddd+FwOK4Z2/Taa6/55WlHIYS4FVI0CZ+KjIykV69eWK1WV29F165diY+PZ+3atTz77LNERERw/vx5g5N6Rm5uLna7nb59+/rV4O8bmThxIoqisG/fPtd9xcXFrF27lqefftrAZEII4X1SNAmfu++++wBwOhzgdMLJkzz/3HO8/PLLlJWVUVNTw6hRowxO6RmHDh0CYOzYsQYn8Yzg4GC6dOlCfX09tqIiKC7m+Wef5eX//E9jLs4shBA+ZDY6gGh/Ei0WVEDTdXA4WPO//zfxZWUkR0cz43/+TwYPHkxkZKTRMT3i/PnzmM1munbtanQUjxmYlERJSQnZGzdSd+EC8bpOms3Gtvp6o6MJIYRXyVdD4VuNjairVhHb2iuhKOyqrWX1d9/RacAASktKyM3NZfbs2cbm9ACr1YrdbqdTp05GR/Ecp5M0pxOAE3V17CooYHV2Nr2nT2f6rFlkZWUFxL4TQojrkZ4m4VsFBVBbS//ISC7V1ODUdf6/X/2K81VVxDqdTH32Wf6+ahXLly83OukdO3DgAEBgzQasqsLidBIWFER5XR3/uXAh/7lwIQDbNm/m71u2BMS+E0KI65GeJuFbtbVgMnFXRAQAGrDr1CmW7dpFVkEBT//lL2zfvp1169YZm9MDCgsLgeaFPQOG3Q6qSufISJy6jq2x8YfHFAXa4WrvQoj2Q3qahG9FRoLTSaegIAB04L7kZPRlyyA/H6ZNg+RkYzN6yOXLl4Hm9akCRmgoaBpRYWEAXKqro2dcHABjhg5lzFNPGZlOCCG8SnqahG/16QORkagtF+7VW++vqGguqJKSDIvmaXa7PfBmlMXEQFgYUS3tqmgpDLFaISwMYmMNDCeEEN4VYEd00eYFB8P06aDrP9yXn998e/p0MAdO52dDQwNBLT1qAcNkgvR0YlrWnKqqqICysub9l54OgVYkCiHEFbz2CWWz2bz10oZxtswaCsS2gQ/bFxkJzzwDf/978/Z+97vmXgpFAS9u29f7r6GhAVVVfbY9n7VPVTENGQKnTrGrpIS7n3iiudgNsP3nS75uW1NTE5qmUV5eTocOHby+PV+3r7FlrF3AvfdaBHr7fK21fe6Qr4XCGIryw78tlqtvBxAlQNult/QUapoGQUEBu/8CVetp47CWsWlCCPd4racpoAa/tmitsgOxbeD79oWEhPh0e75uX2hoKJqmBWT7mpqaADCZTAHZPl/zddsiIiKorq4mPDzcJ9vzdftaL4wdqL+bgd4+X7uVHjTpaRLCS0JCQnA4HEbH8IqqloH8gdqTFugaGhowB9D4QSF8RYomIbwkLCzMdVHiQFNTUwNI0eSvGhsbA2+SghA+IEWTEF7SOsC2urra4CSeJ0WT/9I0DYfDQWjLDEghhPukaBLCS/r27Qv8cDmVQHLx4kVAiiZ/dOrUKQASEhIMTiKE/5GiSQgvGT58OPDDh1SgqKmpobGxUQomP5WTkwNAenq6wUmE8D9SNAnhJcHBwXTo0IGKigqjo3jU/v37AQJvtfN2oqioCJPJRI8ePYyOIoTfkaOeEF7Uq1cvNE2joKDA6Cge09pzZjKZDE4ibpXdbsdms9GxY0ejowjhl6RoEsKLRo0aBUBWVpbBSTy0iQ9pAAAgAElEQVSjtraWS5cuERkZKafn/NDGjRsBGDp0qMFJhPBPUjQJ4UU9e/YkMjKS4uLigJhF9/XXXwMwduxYg5OIW+VwODh69Chms5nRo0cbHUcIvyRFkxBeNn78eABWr15tcJI7Y7PZOHPmDGFhYaSmphodR9yizZs3o2kaI0aMkPFoQtwmeecI4WWDBw/GYrFQUFCA1Wo1Os5tW7duHbquk5GRYXQUcYs0TePgwYOoqsr9999vdBwh/JYUTUL4QOsH1cqVKw1OcnvKy8vJzc0lODiYkSNHGh1H3KKvv/4ah8NBSkqKXD5FiDsgRZMQPpCWlkZcXBznz59n9+7dRse5JZqm8cEHH6DrOr/4xS/k1I6fycvLIycnh9DQUCZPnmx0HCH8mhz9hPCRzMxMVFVl8+bNfrV202effcbly5cZMGAAgwYNMjqOuAWNjY2sWrUKgDlz5kjBK8QdkneQED4SHh7O1KlT0XWdpUuX+sXFfHNzc8nNzcVisfDEE08YHUfcoqVLl+JwOLj33nvp1q2b0XGE8HtSNAnhQ0OHDqV///5YrVbefvvtNl045eXl8emnn6IoCnPnzpVeCj+zYsUKSkpK6NixIw8++KDRcYQICHIUFMLHpk2bRrdu3SgvL+fNN99sk4XTiRMn+Pjjj9F1nccff5z4+HijI4lbsGzZMvLy8oiMjOSZZ54xOo4QAUOKJiF8TFVVfv3rX9OzZ08qKir45z//icPhMDqWy/Hjx/nkk08AmD59uoxj8iOaprF06VLy8/OJjo5m0aJFBAcHGx1LiIAhRZMQBlBVlXnz5tGnTx+qqqr4xz/+wYULF7y2vd69ezN06FBSU1NveHV7TdNYv36965TcrFmzSE5O9lom4Vk1NTW88cYbnDt3jtjYWBYsWCDLCwjhYfKOEsJATz75JJ9//jnHjh3jnXfeIT09nYkTJ3pl/NDWrVtveKHWS5cusWzZMmprawkODmbWrFn07NnT4xmEd+zatYstW7ag6zo9evRwzdQUQniWFE1CGOyXv/wlKSkprFq1igMHDnDy5ElmzJhB165dvb5tTdPYsmULe/bsQdd1EhMTmTFjhvRQ+Ina2lo++ugjysrKUFWVyZMnM3z4cKNjCRGw5MgoRBuQlJTEiy++yMqVKzlz5gxLliwhLi6OcePG3d4pMqcTqqrAbofQUBRFYfz48SiKwm9+8xsyMzPZtGkTR44cweFwYDabefTRR2X8kp84f/48a9eupaSkBIAuXbowZ84cLBaLwcmECGw3LZoURekBfAh0BnRgia7rr3k7mBDtjdlsZvbs2eTn57N+/XouXbrEypUr6dChA6NGjWLEiBGEhobe/IWsVjhwAOrrQVVB09j58st0nziRo/n5TJkyhb1799KrVy9MJhOpqalMnDhRBgy3cQ6HgyNHjrBz506qq6sBiIyM5P777yclJcXgdEK0D+70NDmAf9N1/ZCiKBHAQUVRvtF1PdfL2YRolxITE1mwYAHl5eWsXbuWc+fOkZWVRVZWFmFhYXTr1o2hQ4cycODAawsdXW8umBQFrWNHKi5fJqeoiLzSUir+8Q80XadPnz5cvHiROXPm8POf/1zGvrRRDoeDM2fOcOTIEYqKiq662HOXLl2YOHGijDsTwsduWjTpul4ClLT8u05RlO+B7oAUTUJ4UadOncjMzMRms7Fnzx7y8vK4dOkSZ86c4cyZM3z55ZduvU5jYyO6rhMSEoKjqYmCggLuv/9+9u3bx759+247X0NDAwAvvfTSbb/GjTidTnRdd/0BXH+HhIR4fHtGa91HiqK42nklVVWJi4sjKSmJu+++m5iYGANSCiFuaUyToii9gWHANUdaRVHmA/MBhgwZ4oFoQggAi8XCgAEDuHz5Mg0NDa5TMzejAIqiYLfZWLFyJeg6mq6Tmpra5pYS0DQNp9PZJhf69IUfF4Y/1qFDB7p06UK/fv2IioryZTQhxBXcLpoURQkHPgOe13W99seP67q+BFgCMHz48Ou/84UQbtM0jW3btrF//35Xrw40j2Pp1asXvXv3JjY2lo4dO2KxWLDb7dDUhGX3bvjRCt6vzJ4NZWUwYgTcYNmBW9Xaw/TnP//5tn7ebrezbt06cnNzcTqdQHOPSkxMDImJiXTv3p24uDg6duxIaGgoNpsNICAHO1/ZNpvNRkVFBZWVlRQWFnL27Fmqqqo4fvw4x48fx2QykZKSwkMPPSTj0ITwMbeKJkVRgmgumD7Sdf1z70YSon1rLSaOHz+OpmkoikJSUhLDhg1j4MCBPz0GyWyGsLDmweDh4T/cb7U23x8b6/0G3ERFRQVr166loKAAaB4AP2TIENLS0ujdu7ex4doAi8WCxWKhR48ergHemqZRUFDAoUOHOHnyJIcOHeLw4cMkJSUxefJk6X0SwkfcmT2nAO8C3+u6/g/vRxKi/dq5cydZWVnouo7ZbCYtLY0HH3zQ/R4FRYH09ObB4GVlrtlzhIU132/goG9N0/jiiy/47rvvgObi4N577+Xuu++Wweg3oaoqSUlJJCUloWkaO3fuZM+ePZw+fZpXX32V4cOHM2nSJPl/FMLL3OlpuheYAxxTFCWn5b6/6Lq+znuxhGhfrFYrH374IeXl5ZhMJsaOHcvo0aNv70MwPBwyMqCy0rVOE7GxhhZMFy5cYPny5dTX1xMaGsojjzzCwIEDDcvjz1RVJSMjg4yMDI4dO8batWs5dOgQp06dYs6cOXJxZSG8yJ3ZcztpHlMqhPCCAwcOsH79ejRNo2vXrsyePfvOx+2oqsfGLt2pdevWkZ2dDcCgQYN47LHHpEfEQ1qXnli1ahV5eXm89dZb3HPPPYwbN87oaEIEJFkRXAgDbdmyhZ07d6KqKg899BB333230ZE86sMPP6SgoIDg4GB+9atfkZSUZHSkgGM2m5k5cyYnTpzgs88+Y/fu3VRWVjJt2jSjowkRcOTrnhAG2bRpEzt37iQoKIiFCxcGVMGkaRrvv/8+BQUFREdH8+KLL0rB5GUDBgzgxRdfJDw8nBMnTrBixQqjIwkRcKRoEsIA69atY8+ePQQHB7Nw4cKAWqxQ0zTee+89CgsLiY2NZcGCBXIBYB8JDg5m0aJFREZGkpeXx4cffmh0JCECihRNQvjY1q1byc7OJiQkxPUBF0iWL1/O+fPn6dixoxRMBmgtnKKjoykoKOCTTz4xOpIQAUOKJiF8qKSkhO3bt2M2m3nuuecIv3ItpQCQnZ3tOiX37LPPyoBvg5jNZhYsWOA6VXfs2DGjIwkREOSIJoSPaJrmOl3yq1/9KuBWtq6urmb9+vWoqsq8efOkYDKY2WwmMzMTRVH48ssvr7rgrxDi9shRTQgf+fjjj7Hb7dx1113069fP6Dge1TrwW9d1Jk+eHHCnHP1VXFwc48aNQ9M0li5danQcIfyeFE1C+EB+fj6nT58mIiKCX/ziF0bH8bgtW7ZQW1tLYmIiw4YNMzqOuMLo0aNJSEigoqKCnTt3Gh1HCL8mRZMQPrBuXfMC+rNmzQq401aaprF//35UVWXGjBlGxxHXMWfOHBRFkaJJiDsk01qE4ex2O1FRUaiqiq7rxMbGcuHCBaNjeUxxcTEVFRXEx8fTuXNno+N4XLdu3dB1HYvFwldffcWBAweMjiR+JDg4mOTkZE6cOMH+/fsZOXKk0ZGE8EuB9ZVX+KWQkBC6dOlCUVERdXV19OjRg7179xody2PWrFkDwOTJkw1O4nm6rtPQ0EBmZiYnT56UgqkNmzJlCgDffvutwUmE8F9SNAnDKYqCojRf3rCpqYmmpibXbX9XUVHBxYsXiY2NpUePHkbH8Tin04mu6/Tv35/g4GCj44ifYLFYSExMxGaz8d133xkdRwi/JEWTaBMURaFnz55ERETQqVMnRo0aZXQkj9i9ezcAGRkZBifxDk3TUBSFxYsXk5aWxpIlS4yOJH5Ca2/n/v37DU4ihH+SokkYo7ERNA2cTjh5kp1ZWdhsNk6cOMGuXbsCZnp0fn4+0Hw1+oDidIKuo+s6C559lpyDB1m/fj1vvPEG27dvNzqduIGYmBiCg4MpLS01OooQfkmKJuF7paXw5pvQ1AQOB3zyCd2/+gpKS+nXrx8jRozg008/NTrlHdM0jerqaqKjowNrxpzVCjt2oDU1ATCkc2fYsYN4i4VHH31UejHauK5du9LU1ERFRYXRUYTwOwF0JBd+obERVq4ERXH9ORsRQVF1NaxcyaXSUg4ePMiIESOMTnrHjh8/DkBiYqLBSTzI6YQDB0BRcAKNjY3069YNFIXLO3awadMmhgwZYnRK8RNaez2zs7MNTiKE/5ElB4RvFRRAbS0kJkJNDQC558/z2OuvN5/u+dOfuPe++/jrX/9qcNA7l5ubC0B6errBSTyoqgrq6yE+Hk3XsVqtPPWXv4Ci4GhoYOasWUyYMMHolOInpKSksGbNGtepYyGE+6RoEr5VWwsm01V3PZyaSv1778G5czB+PARALxNATUtRGFBrM9ntcMWpxtjYWI6sXNl849IlGDzYoGDCXWazGZPJRH19vdFRhPA7cnpO+FZkZPMpnutxOpsfDxD19fUoihJY45lCQ5sH8F+PpjU/Ltq8oKAgGhsbjY4hhN8JoKO58At9+jQXRj8ehFpR0Xx/UpIxubygoaEBsznAOnNjYiAsrHkw+JWs1ub7Y2ONySVuSUhICA6Hw+gYQvgdrx3RbTabt17aMM6WHpJAbBv4sH2ZmVBWRuPHHzdvb/hwMJshPr55oLiXvgH7ev+19jT5ans+a19aGtbyctdNW+fO0LUrREQ0n77zkkB+//m6bbW1tei6Hni/my0aGhp8uj1ft6+1lzBQ2+drzhud/biOAPsaLPxCcDB07/7D7fj45l6KAFkF/Eq6rhsdwfNMJgpbegpVVW0ulszmgNx/gar197KsrIz4+HiD0wjhP7xWNFksFm+9tGFaq+xAbBv4vn3BISHN2+vY0Sfb83X7Qlrb56Pt+bJ9IS1jl9LT07FERXl9exDY7z9ft01VVTRNc11o2duM2neB+N4DXJcsCtT2+dqt9KDJmCYhxC2rqqoCoKOPCl7hWa3Xdgz0BS7tXjxdLNonKZqEELesuroagLi4OIOTiNvRWjS1Fr+BRLtidmf5FWPvhPAEKZqEELesrq4OkJ4mf9VaNLWuJRZIamtrXf8O9J404XtSNAkhbtnFixdRFIXw8HCjo4jb0Fo0lZSUGJzE81ovXwRw+vRpA5OIQCRFkxDiljgcDurq6oiJiQmshTvbkStPz2k3WqzUT7UWTYqicO7cOYPTiEAjRzwhxC05evQoAH379jU4ibgTqqqi6zp5eXlGR/Go8vJyQkNDiYuLw2q1ysrnwqOkaBJC3JJjx44BMHLkSIOTiDtharkG5OHDhw1O4jklJSU4HA66d+9O//79AcjJyTE4lQgkUjQJIdymaRrFxcUEBQXJzDk/p6oqJpOJgoICo6N4zK5duwBISUlxFfWHDh0yMpIIMFI0CSHctmPHDhwOB4MHDzY6ivCAfv360djYSHZ2ttFR7lhjYyPff/89QUFBDB48mKioKKKjo7l48SKXLl0yOp4IEFI0CSHcomkau3fvRlEUJk6caHQc4QGTJk0CYNu2bcYG8YCNGzeiaRp33323a4LChAkTAFi9erWR0UQAkaJJCOGW7OxsGhsbGThwoOsyDsK/hYeHk5iYiM1mc41V80eapnHkyBFMJhNjxoxx3Z+cnExERARFRUVXrd8kxO2SokkIcVOaprF161bgh94JERimTJkC/NBT44/Wr1+P0+kkLS3tmmUwHnjgAQA+//xzI6KJACNFkxDiplatWkVDQwNDhgwJ2It2tlfR0dH069ePy5cv++VprOLiYg4cOEBQUBDjxo275vGUlBSioqI4d+5cQM0UFMaQokkI8ZOOHTvGyZMnCQ8P59FHHzU6jvCC6dOnExoaypEjR/xq3SaHw8Hy5cuB5jaYzebrPm/u3LkoisKaNWvkNJ24I1I0CSFuyGq18tVXX6EoCnPnzpUVwAOUqqrMmTMHaO5VtNvtBidyz4oVK2hoaGD48OEkJibe8HkxMTFMmDABTdNYunSp7wKKgCNHQCHEdTU2NrJkyRKcTicPPPCAXJw3wHXr1o377rsPh8PBkiVLcDgcRkf6SVlZWRQUFBAVFeXWOLuRI0fSs2dPqqqq+OSTT3yQUAQiKZqEENdobGxk8eLF1NXV0b9/f+69916jIwkfeOCBB+jVqxdVVVW88cYbbbZw2rRpEzt27CAoKIh58+a53QM6Z84cwsPDOXHiBCtWrPByShGIpGgSQlzFbrfz+uuvY7VaGTBgADNmzDA6kvChzMxM+vTpQ3V1NYsXL25z125bv349e/bsITg4mAULFhAVFeX2z5rNZhYtWkRkZCR5eXksW7bMi0lFIJKiSQigd+/eDB06lNTUVNLT042O4xVOp5Nhw4YxefLkGz7n0qVLvP7661y+fJkhQ4Ywbdo0HyYUbcWTTz5Jv379qK2tZfHixVRXVxsdCU3T+PTTT9m/fz8hISG3XDC1Cg4OZtGiRURHR5Ofn88777zT5gpD0XZJ0SREi61bt5KTk8OBAweMjuIVr732GgMHDrzh41lZWbzxxhvU19eTmprKY4895sN0oq2ZOXMmgwYNwmq18vrrr7Nz507DspSUlPDKK69w/PhxLBYLCxcuJDIy8rZfz2w2s2DBAjp27MiFCxf4+9//zsmTJz2YWAQqKZqEaAeKi4tZu3YtTz/99DWP1dTUsHjxYnbs2IHZbOaJJ57gF7/4hQEpRVvzxBNPMHXqVFRVZcuWLbz55ptYrVafbV/TNNatW8eSJUuw2WwMGjSIf/u3fyM8PPyOX7u1cBo9ejRNTU2sXLmSFStWtNlxXKJtuP6iFkK0A04nVFWB3Q66rjB+/HgUReE3v/kN8+fPNzreHbmybaGh8PvfP8/LL79MXV2d6zm1tbWsWbOG06dPo+s6PXr0YPbs2XKJFHGVlJQU+vXrx/LlyykpKeEf//gHAwYM4OGHH/ZI8XI9rdc53L17N/X19QQHB/PEE0/Qt29fj29r/PjxpKSksHz5cvLy8viv//ov0tLSePDBB2+47pNov276G6EoSiiwHQhpef6nuq7/1dvBhPAmqxUOHID6elBV+NvfdtKjR3d69Spj6tRxDBgwgIyMDKNj3pYft23PnjU4HPEkJ6dx4MA27HY7S5YsoaSkBIDQ0FDGjRvH8OHDDU4u2iqLxcL8+fPZv38/W7Zs4fvvv+f777+nR48eTJo0ic6dO3tkO42NjWzatIkjR47gcDhQFIXk5GQef/xxrxYwnTt35g9/+APr16/n0KFD7Nu3j+zsbJKTk71aHAr/485vYQNwv67rVkVRgoCdiqKs13V9r5ezCeEVTmdzUaEoEB/ffF/Hjt2xWuHcuXimTn2U/fv3+2XRpOvXtq2gYAc7d35Gz57/oqnJjt1up6ysjKeeeoqxY8eSkpJibGjhN0aOHMnIkSM5ePAg3377LUVFRbz99tuEhYXRrVs3hgwZwpAhQ26pwCkqKuLQoUOcPXuWmpoadF3HZDKRmprKQw89RGhoqBdb9ANVVZk0aRITJ04kKyuL7OxsV3EYERFBjx49SE1NJSkpSRZ5bccUXdfdf7KiWICdwLO6ru+70fOGDx+uHzp0yAPxftqGDRsoLS31+nZa1dfXYzKZGDVqFHFxcXTs2NFnb2hv0TSNmpoaLl26xOrVq6mvr/dZl3RDQwMAISEhXt2Oruvouk5TUxMAwcEhOJ3NhQU0f7vVdZ2QkBAaGhr54IN3uf/++0lOTr6j7fqqfdC8H5uamjCZzISGdsFkcuBwNNLUVE9TU73reYWFhWRnZ7NmzRp69uzp9VyeZLPZAALy2ne+bttLL70EwJ///Oc7ep38/Hw2b95MWVkZTqfTdb/FYiEsLIywsDA6dOhAY2MjTU1NREdHY7Vasdls2O12rFbrVRcJjoqKIjU1lYyMjDZRmBw8eJDdu3dTVVVF62eloih06NCB0NBQLBYL4eHh1NXVER4eTkpKCrGxscTExHj1OOqp/eeuQH7vQXP7OnTocFDX9ZtOnXZrryqKYgIOAn2BN65XMCmKMh+YDzBkyJBbS+wnWt/sX3755VX3m0wmOnbsSL9+/UhLSyM6OtqghD9N0zROnTrF0aNHKSoq4vLly1yvaPbn8/hOpxOn03nddrX68UNWq5UVK5a1/LxGSkrqHRdMvtb6weN0Orh8ufhHj6pYLNF07nwPAwbUcPHiRb8rmETblJiY6Br/d/HiRQ4dOsSZM2eoqamhvr7+mvdhcfEPv5smk4mwsDASEhK46667GDBgQJsolK6UlpZGWloamqa5Lvh77tw5Ll++fN0B8d9///1Vt1t74IYOHcrgwYP9+tgqmt1qT1M08AWwSNf17270PF/1NPna+fPnOXfuHPX19dTW1rqKqNYDRKugoCB69erFpEmT2kQBdfjwYXbs2EF1dbXrIKaqKlFRUXTo0IEOHToQERGBxWIhKirKZ2NbPPFtSdM0tm3bxuHDh686iJnNZqKjo13fBCMiIggLC6NTp07Exw8iO/uH01dXKiuDESPAE1cM8eW3QU3T+Oqrr2hqclJaqmA2N9DUZKOh4TJ2e81V35JjY2P5+c9/ztChQ72ey5MC+duuv/Y03UxrT3ZOTg61tbWMHDmSuLi4gJls4HA4qKqq4tChQ1itViwWC3V1da7Phurq6qt64CIiIkhPT+e+++67owJRepo8y+M9Ta10Xa9WFGUrMAG4YdEUqGJiYoiJibnuL47dbufIkSPk5uZSWlrK6dOnee211+jatSsTJ06kR48ePs3aWkzs37/fdZooKiqK3r17M3z48Ov2NLS+MfyB3W5n3bp1HD9+HE3TUBSFjh070rdvX4YPH06nTp2u+ZnW9oWEQFhY84DpK8d3Wq3N98fG+qoVnqOqKg899BC6DtnZFhTlh7Zpmsb58+coKTmM3X6OiooKPv/8c9atW8fo0aPv+AAuxI2oqkpMTAyjRo0CAu9D12w206lTJ372s58B12/fxYsXOXjwIPn5+VRWVrJ161a2b9/OXXfdxYQJEwKmgGwv3Jk91wloaimYwoBxwH95PZmfCQ0NZdSoUa6Dw7Fjx8jKyqKkpIT33nuP6Ohopk+f7rFZJj9l8+bN7Nmzx1VMDBgwgIkTJ97RYnBthcPh4NNPP3UtRGc2m0lPT2fcuHFud32bTJCe3jxguqyseYaZpjUXTOnpzbf9laJcr20q0dF9ePDBPoSHQ3V1NWvXruXMmTOuA3hGRoZfDnwXoq3r3LkzDz/8MNA8fnLjxo0cOXKEw4cPk5OTw+DBg3n00Ufli4ufcOdTpivwQcu4JhVYpev6Gu/G8n9Dhw5l6NChFBUVsX79ekpKSnj77bcZPXo048eP98o2q6ur+eCDD6iursZkMjFy5MhbKibauoKCAj755BMaGhoICwvjZz/7GaNGjbqtg014OGRkQGXlD2sZxcb6d8HU6mZti46OZtasWa4DeE5ODlu3buXYsWPMmTMnIIprIdqi4OBgpkyZwqRJk9i5cye7d+/mu+++48yZM8ycOZOEhASjI4qbuOmnqa7rR4FhPsgSkHr06MH8+fM5efIkn332GXv27CE3N5e5c+cSExPjse3s2LGDrVu3ous6PXv2ZNasWQHT7atpGp9//jnHjx8HYPjw4UyaNOmOv5mpqmfGLrVF7rSt9QA+btw4li1bxoULF3jttdcYP368q8dUCOF5qqqSkZHBfffdxxdffMF3333Hu+++67o2pPQ6tV2yZ3wkOTmZF154gd69e7suW+GJax1pmsbSpUvJyspCVVWmTp3KvHnzAqZgstvtvPrqqxw/fpywsDB+/etfM2XKFDmoeFBoaCjPPPOM6xTChg0bWLFihcGphAh8qqry2GOP8eSTTxISEsLhw4dZvHixXMqlDZNPHh8KDg5m7ty5TJ06FYCVK1deM0X1Vmiaxrvvvsu5c+eIjY3lj3/8Y0AtVGi321m8eDF1dXX069ePF154QbqvvWjEiBH84Q9/IDIykry8PD788EOjIwnRLvTp04cXXniBXr16UV1dzeLFi2lsbDQ6lrgOKZoMkJKSwowZM1AUhVWrVvHdd7c+EVHTNN555x0uXLhAp06dWLBgQUDNTLHZbLz++uvYbDaGDh3KzJkzpXfJB8LDw1m0aBHR0dEUFBTw/vvvX7X4oBDCO8xmM5mZmfTv35/a2loWL16M3W43Opb4EfkUMki/fv2YPXs2iqLw2Wef3VLhpGka//f//l9KS0vp0qULv/3tbwOqoGjtYaqvr2fYsGH88pe/NDpSu9J69fe4uDgKCwt5//33jY4kRLsxY8YMBg0ahNVqlR6nNihwPmn9UGJiIpmZmSiKwhdffEFtba1bP7d27VrKysro2rUrzzzzTEAVTAAffPABdrudtLQ0HnnkEaPjtEtms5nf/e53xMXFUVxczObNm42OJES78cQTTzBkyBBsNhsfffSR0XHEFQLr09YP9ezZkwkTJrgGdN9MQUEBhw4dIiQkhKeeeirgCqZt27ZRWlpK586dmTx5stFx2jVVVZk/fz5ms5ldu3Zx4cIFoyMJ0W489thjxMbGUlhYyL59N7zUq/CxwPrE9VMjR46kZ8+eVFVVsW7duhs+r7GxkY8//hiAWbNmBcz6S60uXrzIt99+i8lkIjMz0+g4gubJC9OmTQNg2bJlMqtHCB+aO3cuqqqyceNGqqqqjI4jkKKpzZgzZw7BwcFkZ2dfdVHLK3300Uc0NTUxevRon1+WxRdaZ2s9/vjjhIaGGpxGtOrbty+pqanY7XZWrVpldBwh2o3IyEimTJmCrut88MEHRscRSNHUZpjNZmbMmAHA6tWrr3m8vLycwsJCoqKivLaiuJH279+PzdTIjxQAACAASURBVGajX79+DBgwwOg44kemTJmCxWIhLy/P7bF3Qog7l5qaSs+ePampqbmtmdbCs6RoakN69+5NXFwc5eXllJSUXPXY119/DcDEiRONiOZ13377LYBrDSvRtqiqyrhx44AffheFEL7x6KOPAvDNN98YnERI0dTGtK7KfOUHU01NDUVFRURERJCcnGxUNK85cuQINpuN3r17c++998oA8DYqNTWVsLAwzpw5g81mMzqOEO1GdHQ0CQkJ1NbWkpeXZ3Scdk2KpjYmMTGRqKgoSkpKqKysBH44Xdf6TT/QbNmyBYDi4mIGDhxocBrxUzIyMtB1nbVr1xodRYh2ZcqUKUDzZY6EcaRoaoNai6OsrCw0TePs2bOEhYUxdOhQg5N5nqZp1NXVERYWRlZWFk8//bTRkcRPGDlyJEFBQZw6dcroKEK0K/Hx8XTq1InKykp0XTc6TrslRVMbNHDgQFRV5dy5c5w9exZN0+jTp4/RsTzL6QRdx9kyhX3Txo28/PLLAbfuVKBRVZUePXrgcDi4ePGi0XGEaFfuuusuAJxOp8FJ2i/5hGqDVFUlNjYWq9VKdnY2AGlpaQan8iCrFXbsAKcTTdc5efIkfcPDSQvA8VqBKDU1FcD1uymE8I309HQAuR6kgaRoaqP69+8PQH5+Pqqq0rt3b2MDeYrTCQcOgKLQ2sF8saSENbt307tvX6ZPn05WVtb/z96dhzV15o3/f5+TgAEiAipCcQFbxQ1FwLVKxa06qK3VWutWW1s702rtPEun8/3O7+nvmmt+Yy/bTh/r2M5j29Fa69ZHW3fUuttqERVccKwLgqKobGIMISTn/P6IiUtRQUJOEu/XdXEpyUnO58NJTj657/vcN5MmTdI0TOHeOnfuDMCZM2c0jkQQHi0Gg4GgoCDRPachUTR5qR49egCOWcAjIiL8p9uqrAwqK8FodL3xZ0ycyIWMDM4tXMjy//kfBg4cyJIlSzQOVLgXWZZp0qQJ5eXl4huvIHiYc2Jj8d7Thp98EvufsLAwJEkCICoqSuNo3MhigZsFoHKzaGrbvLnjPlkGsaK3T4iMjATg+vXrGkciCI8WZ6+DKJq0IYomL6bT6QBHAeU3DAa4+WZ3NjA3Cwlx/EdRGJCWxvr167WJTai1xo0bA46Z6gVB8JyIiAitQ3ikiaLJizm75MLDwzWOxI3CwyEoCEwmV9HUvHFjx+DwoCAQJwSf4Czki4qK6NmzJ926daNz58689957Gkcm1JVer3eNlQlxfoERvFazZs0AxLgmjYiiyYs5iya/+mah00FKCqiq4wcILC11/D8lxdV1J3g3Z9FUUlLC9u3bycnJITs7m4yMDPbv369xdMKDKIri+gHHrPyVlZXcuHFD48iEB3F+iRZFkzb0DfXE/rjMgnNuDE/lVlVVBUBgYKBH9umx/GQZevRAvbnenLlvX9DrQZKgAfft6eNnvTk+y1P782R+ztxycnIYMmQIZrMZs9lMVVUVVVVVDRKDp4+fJ3k6t+rqasBR9AJUVlY26L79+diBNvmpquqX5xYt1GXeK/G13os5B4IbDAaNI2kAN3MDICDgzt8Frxcb65hsVVVVLBY7vXv3JjY2loEDB7qu/BS80+3jhyXJ0R3Xt29fmjVrxrRp0zSKShB8Q4O1NAUHBzfUU2vGWWV7KreAgADAc91zns6vUaNGHt2fp/MLDAz06P48lZ/JBEeP3trHzz835pNPjvDEE+VMnjyas2fP0qVLF7fv19PHz5M8lVtRESxffuv3Tz8N5q239vPOOymUlBwnJSWFvn37MnPmTLfu15+PHYhzp6+rSwuaaGkSBKHWbpub1CUy0vH76dNhDBiQJhYU9VJWq6Nguv3YtW0LbdqksHw5xMd3plevXmzevFm7IAXBy4miSRCEWrttblIAbty4wfXr5RiNUF5eyaZNW+nQoYO2QQo1ysuDigpo2vTWbdeuXUGWL1JRAZmZVzh48CC9e/fWLkhB8HIN1j0nCIL/uW1uUsAxueXrr6ehKHaqqxXGjh3HiBEjtAtQuKeKCsfFq4rinEBW4uLFXD74YDiqCn/5i8pTT/XnT3/6k6ZxCoI3E0WTIAi1dtvcpEiSTFRUFB988DUxMV24cgXEGHDvFRrq6F6tqDh88xaZjh0H8M9/VnL2LLzwAog1swXh/kT3nCAItXbb3KRIkmPG+gsXssXcpD4gLs5ROJWXH7t5i+P4lZQ4bn/8ce1iEwRfIYomQRBq7fa5SSXJcfooLS0Uc5P6gMBAGD8e7PbLN2+ROHvWcSzHj3dMlSYIwv2Jt4kgCHViNEJqKuzbB3a7hN1uITGxAqMxVOvQhAeQpMtANZIkodPB2LGOFiZRMAlC7YjvhYIg1JksOy5d1+kcp5ANG9ZpHJFQGxs2bAAc683pdI4xTKJgEoTaE0WTIAgPTa/XExQUxJkzZ/x2iQV/UVFRwfnz52ncuLFrXUtBEOpGvHMEQaiX1NRUVFV1tWII3mnt2rUADBo0SONIBMF3iaJJEIR66dmzJ4GBgZw4ccK1kK/gXcxmM2fOnCEoKIhu3bppHY4g+CxRNAmCUC+yLNOvXz9UVWXx4sVahyPUYNGiRQAMHDhQ20AEwceJokkQhHrr378/zZo1o7CwkJ9++knrcITbbN++natXrxIdHU1KSorW4QiCTxNFkyAIbvHSSy+h0+n44YcfKCkp0TocAbh06RJ79uxBr9czdepUrcMRBJ8niiZBENzCaDTyzDPPoKoqCxcuxGazaR3SI81qtbq6S8eNG0dgYKDGEQmC7xNFkyAIbpOQkECnTp24ceMG8+bNEwPDNWKxWJg7dy4Wi4Xu3bvTrl07rUMSBL8giiZBENzq+eefp127dlRUVIjCSQNms5lPPvkEs9lMly5dGDVqlNYhCYLfEEWTUGuxsbEkJCSQmJjolwNK7XY73bt3Z8SIEVqH4lYWi4WePXvSrVs3OnfuzHvvvdfg+5wwYQIdOnTAZDIxd+5cMfHlfVitVpo2bUpsbGy9n8tkMjFv3jwqKytJTExkzJgx9Q+wHvR6PQaDgaZNm9KsWTNNYxEEdxBFk1AnO3bsIDs7m6ysLK1Dcbu5c+fSsWNHrcNwu0aNGrF9+3ZycnLIzs4mIyOD/fv3N/h+X3jhBbp06YLZbOZvf/sbOTk5Db5PX/T888/TvHnzej9PVlYWH3/8MRaLheTkZJ555hk3RFd/OTk5lJSUUFxcrHUoglBvomgSBODChQts2LCBV199VetQ3E6SJIxGIwDV1dVUVzsWbPWEMWPGkJaWhqIofP/99yxatEh0193mwIED7Nmzh9/97ncP/RwWi4XPP//cNSP7008/7XetpYLgLUTRJNSaJEkMHTqU5ORkFixYoHU4bvX2228zZ84cv12Ty263k5iYSGRkJEOGDKFXr14e23dqaiozZ84kLCyM/Px8PvzwQ/bv34+iKB6LwVuNHj2aTz75BJ1OV+fHKorCnj17+PDDD7l48SJNmzZl1qxZ9O7duwEifTiSJNG9e3eaNWvGtGnTtA5HEOqt1p8QkiTpJEk6LEnS+oYMSPAedjsUF8OFC45/d+3ay6FDh9i0aRPz589n9+7dWodYL878Fi1aT2hoJImJyVqH5DZ3HzvQkZ2dzYULF8jMzOTYsWMejSc8PJxZs2bRt29fbDYbmzdv5v3332fTpk2P3NQEViucPAmvvvpfBAWFMW7cpDo+3sq6deuYPXs227dvR1EUBgwYwIwZMwgNDW2gqOsSnyO/Awdg+fJ9lJeb2b17N99//z3z5s3TOjxBqBd9HbadBZwAtH9XCg3OZIKsLKisBFkGRYGgoBgiIiAyMpLRo0eTmZlJamqq1qE+lNvz27TpR7ZtW8vGjRtRVQvXr1cwadIklixZonWYD6XmYwcpKRAWFkZaWhoZGRl06dLF47ENGTKEJ598koyMDI4fP05mZiYHDhwgNjaWLl260LVrV/T6upyWfEtRESxfDhUVsGXLVi5cOEFQkB5QURSFuLg48vLyfvU4q9XKkSNHOHbsGAUFBaiqik6no3v37gwdOhSDweD5ZGpwe346HdjtKZw/D1OndiIlJYXNmzczc+ZMrcMUhIdWq7OTJEktgXTg/wP+rUEjEjRntzs+dCUJIiMdt1VW3uD6dYWsrMYkJ99gy5Yt/Nd//Ze2gT6ku/N7553ZvPPObEwmOHx4J1u3fuizBZOq/vrYlZVdxWQKICsrjB49Ktm6dSt/+MMfNIsxODiY5557jmeffZYdO3Zw4MAB8vLyyMvLY926dRiNRlq2bElUVBRhYWF+c+WV1eooKCQJ2raFv/51HwAlJXD58hy++OJDTpw4wfnz5yktLaWsrIxLly5x4cKFO64+NBgM9O7dm/79+3tVd/Ld+V27dgVFsaEoj3HixBWys7M1fd0JgjtIqqo+eCNJ+l9gNtAY+A9VVe87yjApKUk9dOiQeyK8j4yMDIqKihp8P04XL17EbrcTEBDgkf1VVVUBjqufPME5QDcgIBC73XHycyotLWXp0q9RVVBVhcTERNLS0uq1P2/Kz+ns2bP8+ONutyw54en8nPu7k8Tly1f47rvVqKqKqqp07ZrAoEGD3LY/d+Snqip2ux273f7AbT3193Q3RYHqahWwAwpw69y7b98+9uzZwzvvvHPPx+t0OnQ6nVsG8TfEa/Pu/PLyzvLNN98AjuPbpk0bXn75ZQICAmjUqJFrKoKuXbvSrl07ryoA76WgoIDDhw9TVFSExWKhqqqK6urqGruYJUlCkiT0er3bL7zw9LnFZrMhyzKPPfaYR/YHEBUVxbBhwzyyL7PZTEhIyEFVVR84l84DiyZJkkYAv1FV9Q1JkgZwj6JJkqTpwHSALl26JB89evShgq8LUTS5l7Oo0OsDUZSaiwpVdXT5uOP8JvJzH0VRqK6ufuB2kiS5PnzrqyHzUxTFVeTd/tNQ+2tIzmKwll9Q7/iRZblBrnR057Gz2Wyu4/UgRqMRq9XqeoyTJEk0adKEuLg4UlNTCQsLq3dc7mCxWNi1axenT5+mtLT0jphlWUan0xEYGMiNGzce+FzO4+mO7mdRNLmXu4um2cBkwAYYcIxpWq2q6j1HL3qqpcnTnE3kwcHBHtnf+++/D8C7777rkf058zObgzlw4Fb3zu2uXIEePcAdvSUiP/cym81UV8NPPwW7crPZrJw/n82lS7mUlxehKI6TrU6no2vXrvUaD6PV8fPU+68+FEVxdT06P+B0ugDs9uZERMTTuHESer3RtX1SkpnISGjWzDfOLWaz2TUuzVlIBAQYqK6OplmzzjRunIAs31rrrqb8FEUhPz+fw4cPk5+fT0VFheu+qKgohg8fTuvWrR8qvvoqLi5mw4YNnDt3znVbSEgIrVq1omvXrsTHx9/RMlbTa1NRFHJzczly5AiFhYWubSRJom3btowYMeKhi0Px3nOvuhRNDyx5VVX9I/BHgNtamup2uYfgU8LDHQOHTSYw3jqvYzI5bo+I0C42d/Dn/PT6O3PT6wOJi+tJ8+Y9UVVISjKxa9cOcnJyOHz4MNnZ2bRt25ZRo0Z5xZVXvs55ZVtubi6KoiDLMh06dGDIkCEYjRF8+qmjG+v2xoaSklvHzduVl5ezZs0aVzEREBBASkoKTz31FHp9MJ9+CjbbnS2198pPlmXi4uKIi4sDHEXGkSNH2LVrF0VFRSxcuJAmTZowdOhQOnXq5JH8CgoKWL9+PVevXgUcRULfvn3p1atXnVuIZFmmS5curgsurFYr+/fvZ//+/Zw5c4a5c+cSFRXFyJEjPdqCI9SP/16mIjw0nc5xpVVWlqPl5e4rsHxg6MF9+XN+knT/3IxGIyNHjiQ9PZ0ff/yRffv2uU7gQ4YM8ao5fnzNv/71L1atWoXNZnMVE0OGDLnjw3b8eMdg6bNnnVeXQWioo9XTQ/ONPrTdu3ezc+dOVFUlODiY/v3707NnzztaXOqTnyzLJCYmkpiYyIULF9i4cSOXLl3i22+/pXXr1kycOJHAwMD7P8lDUhSF1atXc/z4cQAiIiIYMmQIHTp0cNs+AgMDSU1NJTU1lWPHjrFt2zaKior4/PPPXcs3+cK4rkddnYomVVV3AjsbJBLBqxiNkJoKpaVgsYDB4GiB8Zf3tD/nV5vcZFmmf//+9O/fnwMHDpCRkcHmzZvJyclh8uTJftsM3xBsNhsrV67k1KlTAPTp04fBgwfX+AEYFQUzZsCZM47L8kND4fHHHVeeeSuTycRXX31FcXExOp2OESNGkJiYWOO27sqvZcuWTJ8+nbKyMr7++msKCgr44IMPGD16tNtbnS5cuMDSpUuprKwkKCiIF198kVatWrl1H3dztkDl5eWxYsUKDh8+zKlTp5g0aRItWrRo0H0L9SNamoR7kmX3jO3xVv6cX11y69GjBx07dmTx4sUUFRXx0UcfMXbsWL9ch8/dLl26xFdffUVVVRVGo5HJkycTWdNgudvo9RAff+dt3lo05eTksHbtWhRFITo6milTpjxwDJw78wsPD+ett97ihx9+4Mcff+Tbb78lPj6e8ePHP9wT3mXLli3s2+eY+qFLly6MHj3ao609cXFxvPPOO6xYsYJffvmFf/zjH6Smptb7ymSh4fjB92pBEOrLaDTyxhtvMGjQIFRVZeXKlXjiClhfduHCBb744guqqqpISkri97///QMLJl+SlZXF999/j6qqDB8+nOnTp2s2iebgwYN54403MBqNnDx5kn/+85/1XoZnzZo17Nu3j8DAQKZMmcKYMWM06R6TZZkXX3yR8ePHo9fr2b17NxkZGR6PQ6gdUTQJguDSr18/Jk+ejCRJrF69msOHD2sdklcqKChg4cKFKIrCiBEjGDlypF+NR9m/fz8bNmxAlmWmTZtGz549tQ6J5s2b8/vf/56mTZty/vx5vvzyy4cunFatWkV2djZBQUHMmjXLNRhdS/Hx8cycOZNGjRrx888/uxZgFryL/7zLBUFwi7i4OKZOnYosy6xdu5asrCytQ/IqeXl5LFq0CEVRePbZZ0lO9p81CwF+/PFHNm/ejE6n49VXXyUmJkbrkFxkWeaNN96gefPmXLx4kc8//7zOhdPKlSs5duwYwcHBvPXWW141fi80NJQZM2ZgMBjIyspizZo1Wock3EUUTYIg/Err1q155ZVXkGWZDRs2UFBQoHVIXqGiooIlS5agqipjxoyhW7duWofkVqdOneKHH35Ap9Mxffp0oqOjtQ7pV2RZ5re//S1RUVEUFRWxfPnyWj9227ZtnDhxAqPRyKxZs7xmzb7bGY1GZs6cSVBQENnZ2fz4449ahyTcRhRNgiDUKCYmhsmTJwOwdOnSGpeKeNR89dVXKIrCsGHDNFnwuCFZLBZWrlwJwCuvvOLV47NkWea1117DaDRy6tSpWo2/u3jxInv37kWv1/Pmm2822PQF7hAcHMyMGTPQ6XRs27aN4uJirUMSbhJFkyAI9xQbG0tycjJVVVWudcQeVZs2baK0tJTWrVvTq1cvrcNxu8WLF2Oz2ejXr59PTLYoyzJTp05FkiS+//57TCbTPbdVFIWvv/4agHHjxnllC9PdgoODeeaZZ1BV1VWsC9oTRZMgCPflXO7h3Llzj+z4poKCAjIzMwkMDHS1vvmTvXv3cunSJZo3b+6WxZw9pWnTpgwZMgRFUVi0aNE9t1u2bBkWi4Vu3brRrl07zwVYTwkJCcTHx2MymVi9erXW4QiIokkQhFpwfqPfvHnzI/mNd9WqVQC8+OKLbllw1ZvYbDZ27NiBTqdj6tSpWodTZ3369CEmJoaSkpIar/a8dOkSp0+fpnHjxowaNUqDCOtn3LhxBAUFcfz4ccrKyrQO55EniiZBEB6oSZMmJCYmYrPZ2L17t9bheNSpU6eoqKigZcuWxMbGah2O223duhVFUejVq5dXXUlWF+PGjQNg+/btv7pv3bp1AB6fuNJdZFlmxIgRAKxdu1bjaATfewUJfik2NpaEhAQSExNJSXngQtOCBoYNG4YkSezbt++Ram3atGkTgE+2UjyIoigcPHgQnU7nU91ydwsNDaVNmzaYTCZyc3Ndt5eUlHDp0iWaNGniFXMxPaxOnToREhLCuXPn7jt2S2h4omgSvMaOHTvIzs5+ZMfNeLvAwEA6duyI1WolMzNT63A8oqCggLKyMqKiomjevLnW4bjdzp07sdvtdOvWzSdbYW7nLGq3bNnius3ZyvT0009rEpM7DRw4ELiVk6AN336XCILgUenp6UiSxN69e7UOxSOcy1mkp6drHEnDOHDgALIs+0VRERERwWOPPca1a9coLCzEarWSn5+P0Wj0i3UUk5KSMBgMroWhBW2IoknQht0OqgqKAsXFSJLE0KFDSU5OZsGCBVpHJ9xDcHAwkZGR3LhxQ+tQPOLy5csEBwfTsmVLrUNxO1VVsVgsxMTEePWcRXXRv39/ADIzM12Dwrt27aplSG7VqVMnVFXFbrdrHcojy78uAxF8g8kEWVmOwgngwAH2zplDzPDhXDGbGTJkCB06dCA1NVXbOIUaxcfHc/nyZWw2m99dSXa7goICFEWhVatWWofSIJwfvJ07d9Y4Evdp3749kiRx7tw515Vm3rBunrukpKRw6NAh7HY7Op1O63AeSaKlSfAsu91RMEnSrZ/ISGIiIyEri8hmzRg9evQjM2bGF/Xo0QPA7weDHzx4EIDu3btrHEnDcBZN/pSfLMuEh4dTUVFBUVERgYGBNGnSROuw3CY6Ohq9Xo+qqlqH8sgSRZPgWWVlUFkJRqPrphuVlVyXJKis5Mb582zZssXvlqjwJ0ajEYPB4Pcn7ry8PCRJ8qnJEGvLeeyMRqPfdM05PfHEEwBUV1f7xMzmdeW8IMHf33/eShRNgmdZLHDXVTqXS0ro9+qrdHvzTXoOHUp6ejrDhg3TKEChNlq0aKF1CA3OZDIRGhrq81eV1cT5geuNC/LWV2Jiouv/8fHxGkbSMJxFob+39Hor/x2QIHgng8Ex+Ps2bVu2JGfZMrhyBXr0gGbNNApOqK3Q0FDAf0/ciqKgqqrPTvb4IM6iKTw8XONI3O/2qSG8edHhhyVamrTlf1+hBO8WHg5BQY7B4LczmRy3R0RoE5dQJ2FhYQCUlZWRlpZGp06d6Ny5M3PnztU4Mve4fv06AJIkYTQaCQoKwmAw8NRTT2kcmXs4P3Cdx9FqtRIcHOwXLYi3X5zQzA+/gDVt2hQQRZNWRNEkeJZOBykpjukGnD9Xrjj+TUn5Vded4J2cH7ayLPPRRx+Rm5vL/v37mT9//h0zMvuqq1evAo6WitOnT1NZWUlpaSkHDx7kiy++0Di6+nN+4Ebc/JLy/PPP+2WrjPG2sZP+wlkIiqJJGw3WPWc2mxvqqTXjvNrEU7lZrVaP7s9j+cky9OiBddcux/769gW93nElXQPu29PHr6qqyqP782R+AQEBgGPepg4dOmA2m9HpdLRv354zZ840yBptnszPuUCvxWIhNDQUs9lMcXExiqJQXV3t9hg8/dp0dqvKssyePXvYvXs377zzDh9//HGDxODp/JwsFotH9qNFfqqq+uW5RQt1mfdKjGkStOGcbgDg5gew4Nvy8/PJyclxTUngy5wFb+PGjbFarURHR2OxWEhJSeGll17SOLr6kyQJVVVp0aIFAwYM4MMPP6SkpETrsIQ6kJznT8GjGqxo8scBlM4q21O5OS8F9tT+RH7u42wllCTJT/OrBkCWdZjNwQQEmJg0aRJz584lKiqqQfbpqfwch04CVCIikgkODqOyspL8/HwSExPZvHkzo0ePdus+PXvsICQkHJOpjD/+8UPCwsKZNm0a//3f/91gr1dPn1saNWrk0f15Or82bdp4dH+ezs/T6tKCJlqaBKEBFBcXA/457sBkgpyccsAxFG3fvmr+/OcxjB07keeee07j6OqnqAiWL7913DZvbsr+/TB+vOODqnv37nz55ZduL5o8xZmfyWQBdKxdu4nCwhOuCRMVRSEuLo68vDytQxUErySKJkFoAP7a1eGc0L2qqvzmLRL/+Mc02rTpSJ8+/4ai+O5YfqvVUVA4ej0cRZPBcIrS0mCWL2/DhAmOgeCzZs3SNM6HdXt+klSNJAUye/Y+Skocxa/d/t/MmTNbFEyCcB8+enoTBO/mvPoKoKKiQsNI3Ms5obvN5sjp/PkCNm78mpyc7UyblkjXrols3LhR4ygfTl4eVFTAzSu6ASgsPM7773fkP/8ziFatHiM5OZk///nP2gVZD878wsMVVNWGLBsAR74VFXCzcVQQhPsQLU2C0ABOnz7t+v+hQ4cYMGCAdsG4kXNC94qKywDExsaRleVolSkuhs6doWVLLSN8eBUVjhkxFMXmuq1nz7H07DmW/HwYOtQx96qvcuZXWZkHqDRqdGs2cJ0OnnvubWbPflu7AAXBB4iWJkFoAFevXnUNRj158qTG0biPwQAWiwmbzYJjsPQtiuK431eFhjq6H02mIzdvuXV6tNsd9/syZ37Xrx+6+Xuy6z5/yE8QPEEUTYLgZpcuXcJms9GyZUuCgoLu6KrzdeHhUFp6AOCONdn8YUL3uDhH4VBW5iyadACUlDhuf/xx7WJzB2d+ZnM+IBMcHAf4T36C4AmiaBIEN8vKygIcC4e2bt0au93O+fPnNY7KPRzdO46WM1XV+dWE7oGBjqvkbLZLN2+ROXvWkdv48Y75V31ZYCA895wVVb0BRJCfj1/lJwieIN4mguBmubm5SJJEp06dMBgMnDx5ku3bt/vFpIhms5mrVy8TEhJCdbUNVXWM84mI8O2Cyen69VOAFUmS0Olg7FhHC4y/FBTHj28DoFOnTsTG3mph8pf8BKGh+cFpThC8x6FDh7BYLLRr1w5ZlnniiScICQnh3LlzmO5epNgHbdiwAYB+/fohSY5CqVkz/yiYADIyMgDHoq86HcTH+09BoSgKhw4dPZFtYgAAIABJREFUQqfTMWbMU/To4V/5CYIn+MmpThC8w/bt2wEYOXKk67a0tDQA1q1bp0lM7mK1Wjlx4gSBgYH07NlT63DcrqCggNLSUlq0aHHHeC1/sWvXLmw2G127dvXL/ATBE8Q7RxDc5Pjx49y4cYPY2Ng7VldPTk7GYDBw6tQpjy0g2hAyMjJQVZU+ffr45YeusxVtxIgRGkfifoqisH//fmRZZtiwYVqHIwg+y//OfIKgAUVRXB+6o0aN+tX9/fr1Q1VVvv32W0+H5hbXrl0jOzsbvV5Pamqq1uG43cmTJ7ly5QoRERG09NWJpu7jhx9+wGq10rFjR9eaj4Ig1J0omgTBDVauXEllZSWdO3cmPDz8V/f36dOH0NBQzp49y+HDhzWIsH4WLVqEqqoMGzbM71qZLBYL//u//wvAuHHjNI7G/S5cuMC+ffsICAiosaAXBKH2/OvsJwgaOHr0KCdPnsRoNN5zwVpZlpk6dSqSJLF+/XqfWlpl/fr1lJeXExsbS3Jy8oMf4GO++uorbDYbqamptGjRQutw3Mpms7FkyRIAxo8fL1qZBKGeRNEkCPVgMplYs2YNkiTx0ksv3bcVJjw8nGHDhqEoCosWLfJckPWQl5fHwYMHadSoERMnTtQ6HLfbtWsXRUVFtGjRwjVg358sXbqUqqoqkpKSaNu2rdbhCILPE0WTIDwks9nMp59+it1uZ9CgQTRr1uyBj+nZsyetW7emrKyMhQsXoiiKByJ9OIWFha5WiokTJ6L3s2vTDx48yM6dO9HpdEydOlXrcNxu7dq15OXl0aRJE9LT07UORxD8giiaBOEhmEwm5s2bR2VlJYmJiTz55JO1fuzkyZNp2rQpBQUF/POf//TKwun22NLT02nVqpXWIbnVzz//zPr1613dpgZfXjSvBqtXr+bw4cMEBQUxffp0vxuHJghaEe8kQaijiooK/v73v2OxWEhJSeGZZ56p0+P1ej1vvPEGzZs3p7CwkM8//9yrCqe8vDwWLVqEoig888wzpKSkaB2SW/34449kZGSg0+l49dVX/e5quW+//ZajR48SHBzMW2+9RXBwsNYhCYLfEEWTINTByZMnmTdvHlVVVfTu3fuhuz1kWea3v/0tUVFRFBUV8cknn1BWVubmaOtu7969fP3116iqynPPPUdiYqKm8Zw/f560tDQ6depESkoK8+fPr3G72NhYEhISSExMvGeRpygKq1at4ocffkCn0/Haa68RHR3dkOHfV3l5OUajkaCgIMLDwxk6dOg9t7Xb7XTv3v2+c0hZLBYWLFhAbm4uRqORmTNn+l0LmiBozb8GKQhCA7HZbKxcuZJTp04BkJqaWu+Bw7Is89prr7FkyRLy8vKYN28eAwYM0GQeJJPJxOLFi7l69erNZTbG0LFjR4/HcTe9Xs9HH31EUlISly9fpl+/fqSnp9OpU6dfbbtjx457jiu7ePEiS5YsobKykqCgIF555ZVajUFrSKGhoZw+fZqoqCiKi4uJjY3liy++4NVXX/3VtnPnzqVjx473vOry6NGjrFmzBrvdTrNmzXjttdfElXKC0ABE0SQID5CXl8eKFSuoqqrCaDQyadIkt12aLssyU6ZMIScnh3Xr1rFjxw6OHj3K5MmTCQ0Ndcs+HuTAgQNkZGSgKArR0dFMmjTJa7p0oqOjXa1BjRs3Jj4+nsLCwhqLppooisLGjRs5ePAgAJ07d+a5557zijE+siwTFRUFOC4qUBQFSZJ+td2FCxfYsGED//f//l/+9re/3XGf1Wpl2bJlnDt3DkmSSEtL88vJRwXBW4iiSRDu4ejRo2zfvp3y8nIAkpKSSE9Pb5AP3G7duhEfH8/ixYu5dOkSH3/8MTExMaSnpzdIF5KiKOzdu5d9+/ZhsViQZZmnn36a3r17u31fdWW3Q1kZWCxgMEB4OOh0kJ+fT05ODr169frVNpIkMXToUCRJ4vXXX2fq1Kls3ryZnJwc7HY7gYGBvPDCC15x2b3VCnl5UFEBBoOVnj2buMbHTZs2Dbjzb/C7373N7NlzMJuvu57j2rVrrF+/njNnzqCqKmFhYUyZMqXGiVUFQXCfWhVNkiSdA64DdsCmqqp/jQwVhJusViv79u1j//79rnXioqKiGDlyJI899liD7ttgMDB9+nRycnLYtm0bhYWFLFiwgIiICAYMGEDnzp3rXbCZTCZ27NjhKiYkSeLxxx9n1KhRHmvZun98kJUFlZUgy6AoEBQEHTqYmDBhAnPmzEGWQ9mz585t5szZy/DhMRQU5DJ8+HD2799PmzZt0Ol0dO/end/85jdeMWVCUREsX+4omHQ6sNsDmT27koEDT5Ca2ofvvvuOIUNGu/4GBw6sR1UjMZuTqazcidlsZsGCBVy6dAlwvGb69u1L//79Nc5MEB4NdTmLpKmqWtxgkQiCBhRF4fjx4xw9epTCwkLMZjPgaLl44oknSE9PJywszKMxdevWjW7dupGXl0dGRgZXrlxh9erVfPfdd4SGhhIbG0tSUhKtW7d+4HNZrVYOHz5Mbm4uRUVFWK1WAFcxMWzYMK8Z+2K3OwomSYLIyFu3l5dXM3LkGF544QVGjXqGAwdubWOxVJCff5BLl37h44+LURQbcXFxXL58malTp9KvXz+v6IoDRwvT8uWO2G9v8CopAYOhDd26deOLL74kPHy0K79//WsLP/20kueeW0F1tRWLxUJxcTHTpk1j4MCBJCQkaJeQIDyCJFVVH7yRo6UppbZFU1JSknro0KF6hvZgGRkZFBUVNfh+nC5evIjdbicgIMAj+6uqqgKgUaNGHtmf8wPVUx+iWuQnyzKNGjWiuroam83G7a9/nU5H06ZNeeKJJ3jqqae8ppgoKSlhz549nDt3joqKijtilmUZvV6PXq93FXz3I0kSOp0OnU5X77jcffxU1VE4SRKoqoKqqiiKwnffrcJgMDB8+PAaH2e1WlFV1XVcFy9ezKBBg4iPj3/oWBritakoUF3tyA8Urly5gl6vIzw8DLPZxNy5c+nduzdpaYMA9ebPLefPF3HwYCZr137vc/NmOV+bnhor9/777wPw7rvvemR/ns7PuaKApyZl9XR+nmY2mwkJCTlYm1602rY0qcAWSZJU4H9UVV1w9waSJE0HpgN06dKlLvEKgkeoqordbsdqtRIQEEBISAhBQUFER0eTnJzc4N1vD6tp06Y8++yzgKNl7JdffuHIkSOUlpZisVioqqpyfcjfTZIkZFlGp9PVOMjYW6iqis1mR1Hsd9zuHMcUGRnJZ599BsCgQYNo3779zS0kzGYLy5cvRVUdxVZiYmK9CqaGoCgKNpsdUHDWvFeuXOS7775zFcGtWrW6eUXm3XN2SYSERBAaGkxo6BmfK5gE93NeQCB4Xm1bmmJUVS2UJCkS2ArMVFV1972291RLk6eJb0vu5e/5eZqvHT9FUdi+fTtZWVl3FH2NGhkJC2tJkybRhISEExwcQWVlU1JTHcXETz8F39F953TlCvToAe6YScAdr02z2cymTZs4ceIEdruzGJTQ65tgMLQhMLA5AQHhBAQ0pUePIB57TI/FIvPTT8U0alSC2VzOtWsXKSu7gNV6qxXRYDDQq1cvUlNTvabr8UF87bVZV+Lc4tvc3tKkqmrhzX+vSJL0HdATuGfRJAiCcC/OYiI3NxdFUZBlmbi4ODp3TuDatQR0Oj1G463tTSbQ60Gvd5y4g4Ict929TVAQRER4OJkaXL16lQ0bNpCfnw9AQEAA8fHxdOmSyKZNj6PTyTRtemt7x5gmM0FBEB5uIDKyJZLUktsnKi8vt3L58lGs1qMUFBSwa9cu9u7dS0JCAk8//bSYxFIQPOSBRZMkSSGArKrq9Zv/Hwr8ucEjEwTB72zdupV9+/ahqioBAQH06NGDwYMHu65sc149d+XKnVfPpaQ4xwI5/n+vbbRseLHZbKxYsYLTp08DEBISQr9+/ejZs6erRSg83DEY/OxZ59VzEBrqGPQtSY7bas4vkFGjkjEak7FarWzZsoWcnByys7PJyckhNTWVAQMGaJe8IDwiatPS1AL47uZ4CD2wVFXVjAaNShAEv1JWVsbixYspLy8nICCAgQMH3lFMOBmNkJoKpaW35mCKiHAUD85x7vfbRitnz55lxYoVWK1WjEYjI0aMqHFcVVQUzJgBZ844ph0IDYXHH3dcWef0oPwCAwMZMWIEv/nNb/jpp5/YuXMnu3bt4tixY0yZMsUrpo4QBH/1wKJJVdWzQDcPxCIIgh/avXs3O3fuRFVVYmNjefHFF+97ZaIsP3hcUm228QRFUVi9ejXHjx8HICUlheHDh993rJFeD3fXU7cXTVDbv4FMv379SElJYcmSJRQWFjJ37lyGDBniFZOUCoI/0n62N0EQ/NaqVas4duwYOp2OkSNH0q2b/3z/UhSFzz77jOLiYoKCgpg4cSIxMTEej8NgMPDqq6+SlZXFpk2b2Lx5M8XFxfdd3FcQhIcjiiZBEBrEihUr+Ne//kVwcDBvvvmmX115Y7PZ+OyzzygtLSUmJoZXXnlF8yvZUlJS6NChA/Pnz+fgwYPY7XaeeeYZTWMSBH/jG9erCoLgU5YuXcq//vUvjEYjs2bN8ruCaf78+ZSWltKmTRuvKJicjEYjM2fOJCgoiOzsbFatWqV1SILgV7zjnS4Igt/49ttvOXXqFKGhocycOdNrZlZ3l88++4zy8nLatm3L1KlTvaZgcgoODuatt94iODiYY8eOsXbtWq1DEgS/4V3vdkEQfNrRo0fJzc0lJCTELwum9evXU1paSqtWrZg8ebLW4dyTwWBg1qxZGAwGDh8+zKlTp7QOSRD8giiaBEFwC5PJxJo1a5AkiZdfftk195K/yMvL4+DBgzRq1IgpU6ZoHc4DBQYGuuJcuXIlFotF44gEwfeJokkQBLf46quvsNvtDB48mKa3T3ntB6xWK8uWLQNg4sSJPlMQRkdH079/f2w2G4sXL9Y6HEHweaJoEgSh3vbs2UNxcTExMTH07dtX63DcbsWKFVRXV9OnTx+fWzB34MCBNG/enEuXLpGVlaV1OILg00TRJAhCvSiKwt69e5EkySe6rerKZDJx9uxZQkJCGDp0qNbhPJSpU6cCsH37dm0DEQQf5xttzIIgeK3MzEysViudOnXyu4HfAHFxcciyTFhYGMuXL/fJ1prg4GAef/xxzpw5Q05Ozq8mGbVarYSFhdG4cWMuX76sUZSC4P1ES5MgCPWye/duJEkiPT1d61DczmKxYLPZeP311zl58qRPFkxOo0aNAmDbtm2/uu/5558nMjLS0yEJgs8RRZMgCA/NZrNRWVnJ448/7lcTWDpt2LABVVX9Yi230NBQWrVqxfXr1zl58qTr9gMHDrBnzx5mzpypYXSC4BtE0SQIwkNTFAWAkSNHahxJwzh9+jSSJPGnP/2J5ORkFixYoHVI9eJsDdy/f7/rttGjR/PJJ5+g0+m0CksQfIYomgRBeGiqqmIwGAgNDdU6FLex20FVwW5XsVgs/PGPf+TQoUNs2rSJ+fPns3v3bq1DfGgtWrRArw/gwoWLHDgAb775XzRpEsakSZO0Dk0QfIIYCC4IwkNxtjLFxMRoHIn7mEyQleUonBTFDkBU1JOYTBAZGcno0aPJzMwkNTVV40gfTlERqGoL7PYLZGRcY+3arRQWnkCv16OqKoqiEBcXR15entahCoJXEi1NgiA8FLvdUVQkJiZqHIl72O2OgkmSHD+qqty8qqw9WVlw/foNtmzZQpcuXbQO9aFYrbB8OQQGOuIPDT3A7Nn7+PhjOx9+aGPOnI+IjIwUBZMg3IdoaRIE4aE4W5o6deqkcSTuUVYGlZVw6yIylaoqG//xH4Ox2SAw0MbkyRMYNmyYlmE+tLw8qKiA2Nju5OVlYDafpmnTwTRtCmfPOnIXBOH+RNEkCEK9yLJ/NFhbLHB3Ko89FsuyZTkUF0PnztCypTaxuUNFBeh0IMuBgA67/YbrPp0OnnvubWbPflu7AAXBB/jH2U4QBM288sorREZG+my3lZPBADcbz1BVFQCz2cLrr6fx2mudGDy4M3PnztUwwvoJDXV0QQLIcgCKYsVqtfDeez2ZN68bEyZ05r333tM2SEHwcqJoEgShXqZOnUpGRobWYdRbeDgEBTkGgzuLJoMhlNdf/4jFi3P5+ef9zJ8/n9zcXI0jfThxcY7CqaQEZLkRqmojIKARr7++nXffzeHIkWwyMjLumI5AEIQ7NVj3nNlsbqin1oxz4KuncquqqvLo/jydn9Vq9ej+PJ2fp3kyP4vF4vp/SkoK+fn5KIrSoPv2RH7JyXD9OuzcWQ1ATEw4Tz3VgcaNzeh0Otq3b8+ZM2eIjY116349deymToUrV2DZsuuAQkJCGb16GYiMNHPjhpmqqiqqqqrcHoc4t/i2RyW/2hAtTT7AX1+ogu86d+6c1iE0CJ0OmjS5/XeFJk0ct+fn55OTk0OPHj20C7CeAgPBMUOEox8yNLSSqCg7qam9iY2NZeDAgT6dnyA0tAZrafLHJRWcxYuncpNlGUVRMJlMNGvWrMH35+n8nIu7emp/ns7P0zyZn04XADheo2ZzMIGBQciy3KD79lR+djtIkoyqKrRt2w2DIZjKShOTJk1i7ty5REVFuX2fnjx2t3+pNhqjCQmROXLkCOXl5YwePZqzZ8+6fXyaOLf4tkclv9oQLU1eTJIkAEpLSzWORBBuMZkgO7scAFWVOHAADhy4NYjal5lMsGfPrTFNly7FsGNHNc8+O4aJEyfy3HPPaRxh/Tjzczp4UGbPHsftYWFhpKWl+cX4NEFoKKJo8mLOoqmsrEzjSATBwTkBZFWVo2iSJNk1r1FlpW8XTrdPbukUHR3EBx9MIyysI2+//W/aBecGNeUXEHAVk6mcrCy4caOSrVu30qFDB+2CFAQvJ4omL+YsmsrLyzWORBAcnBNA2u3Xb94i8X/+z4vMmNGH8+dP0rJlS7788ktNY3xYztyMRgBHS1NOzo9s2fI1Bw9up2vXRBITE9m4caOmcT6sO/NzKC6+xL//exovv9yVlJQeDBkyhBEjRmgXpCB4OTG5pRdzFk1FRUUaRyIIDs4JIK9fvwI4Wi3++tdlAD4/AWRNk1smJvYjK0v1+dzgVn5ms/NLmES7dl1ZuvSwX+QnCJ4gWpq82O1jmhRf7vcQ/IbBADabQmXlNeDWaxQcXXMGg1aR1Z9zcsuSkgLA0fXo5Ou5wa38zp07ANw5k7s/5CcIniCKJi/nvILOXy/xFnxLeDiYTMeBO4sKk8kxMWREhFaR1Z9zcsszZ7IAkCQd4B+5wa38iop+AfwvP0HwBFE0eTmdznFiO3jwoMaRCIJjvqLKymznb6iqY7JEVYWUlF93b/kSnc6RQ3n5OcBxZaC/5AaO/JKSFCornVfj+ld+guAJYkyTl5MkCVmWycvL0zoUQUBRFC5ePI9er0eWZVQVevRwtFL4x4euCavVMchdr5f8LDc4f/4EqqogSTKy7G/HThAannireDlJkoiNjaWyspKjR49qHY7wiMvMzKS6upr27dsjSY4P22bN/OdDd926dYCjhdffcgPYunUrAHq9f+YnCA1NvF18wKhRo4BbJzxB0Mru3buRJIn09HStQ3E7i8XCqVOnMBgM6PX+1wh/9uxZrl27RnR09B2DwAVBqD3xzvEBTZo0oVWrVly/fp2TJ09qHY7wiMrOzqayspLHH3/cL5dT2LBhA6qq0q9fP61DaRDO+aVGjhypcSSC4LtE0eQjnCe6TZs2aRyJ8ChSFMXV0umPH7pms5nc3FwCAgLo06eP1uG43blz5ygpKaF58+ZER0drHY4g+CxRNPmI5s2b07p1a65du8bmzZu1Dkd4xKxbtw6z2Uy7du0IDQ3VOhy3W7RoEYqiMGDAAL/rurLZbCxb5piA1NnVLwjCw/Gvs4OfmzhxIgEBAezfv5/z589rHY7wiDh16hTZ2dkYDAbGjx+vdThut337dq5evUp0dDR9+/bVOhy3+/rrr7FarfTs2ZOWYspvQagXUTT5kMDAQF588UUAvvnmG2w2m8YRCf7OarWycuVKACZPnux3rTCXLl1iz5496PV6pkyZonU4bpeZmUlBQQHh4eEMHz5c63AEwef51xnwERAXF0dSUhJVVVV8+eWXYnkVocEoisKCBQuw2Ww8+eSTPPbYY1qH5FYmk4mvvvoKgHHjxmHws3VECgoKyMjIQJZlpk6dqnU4guAXRNHkg9LT04mMjKSoqIjPP/9cFE6C29lsNj799FNKSkpo2bIlgwcP1jokt6qoqGDevHlUVVXRq1cv2rVrp3VIbnX27FkWLVqEqqqMHj3aL8ehCYIWRNHkg2RZ5vXXXycqKoqioiL+8Y9/iMJJcBubzcb8+fMpKSmhdevWvPzyy1qH5Fbl5eX8/e9/x2q10qdPH4YNG6Z1SG516tQplixZgqqqjBkzhi5dumgdkiD4DVE0+ShZlnnttdeIiYnh6tWrzJ8/H7PZrHVYggYyMjKIj48nISGBDz/8sF7PZTKZmDdvHuXl5cTFxfHyyy9rOo7plVdeITIy0m0f/IWFhcyfP5/q6mr69evH0KFD3fK8D+P8+fOkpaXRqVMnUlJSmD9//j23jY2NJSEhgcTERFJSUu65XU5ODsuWLUNVVcaNG6dpwWSxWOjZsyfdunUjJSWFv/zlL5rF0pDsdjt9+vRhzJgxWofids7XXe/evf12/rK68r9pbx8hsizzyiuvsHjxYvLz8/nb3/7GiBEjSExM1Do0wUPsdjtvvvkmW7duJSIigv79+zN27Fg6depU5+fKzMxk8+bNKIpCu3btmDBhQgNEXDdTp05lxowZ9R6krSgKGzZs4NChQwA89dRTDBgwwA0RPjy9Xs9HH31EUlISly9fpl+/fqSnp9/z2O3YsYNmzZrVeJ/VamXp0qXk5+cjSRITJkzQvMuxUaNGbN++HaPRyLVr1xg8eDCjRo2id+/emsblbnPnziU+Pp7r169rHUqD2LFjh19OZvuwREuTj3MO8hw4cCCKorBmzRoWLlyI1WrVOjTBAzIzM3niiSdo27YtgYGBjB07ljVr1tTpOSwWCwsWLHBNnDps2DCvKJgAUlNTiYiIqNdzXLlyhY8//phDhw4RGBjI5MmTNS+YAKKjo0lKSgKgcePGxMfHU1hYWOfnOXnyJB9++CH5+fmEhYUxc+ZMzQsmcKybaTQaAaiurqa6uhpJkjSOyr0uXLjAhg0bxED7R4hoafIT/fv3JyEhga+++oqCggLmzJlDUlISQ4cO9ct1tLzRAqpZSvU9759AANMJcOs+CwsLadWqlev3mJgYsrOza/VYq9VKRkYGOTk5KIpCs2bNmDx5st8MGi4vL2fDhg2cPn0agCeeeIIXXnjBK98P+fn55OTk0KtXrxrvlySJoUOHIkkSr7/+OtOnT+f8+fNs3LiRoqIiAPr06aNpd2NN7HY7ycnJnD59munTp98zP1/19ttvM2fOHK5evap1KA3C+bpTVZVp06YxY8YMrUPSXK3OHpIkhQFfAF0AFXhFVdV9DRmYUHdhYWHMmjWLH374gX379nHgwAGysrJo3749v/nNb/zmw9BbLaWabBQSa2jAzUYBqt1SNNntUFYGFgtUVICq1u3x5eXlrF+/nrNnz6KqKjqdjrS0NFJTU+sdmzvcnp/B4Pi9LgoKCti0aZOrmDAYDIwaNYqOHTs2QLR1d3d+AQEmJkyYwJw5c1zv0bu32bVrL61bx3DlyhX69+/P0aNHXV11YWFhjB8/nhYtWmiZlsudses4eDCby5cv8uKLL3Ls2DGfHph+e267d6+nefNIkpOTycjI0Do0t7jX6+7cuXOMHDmSrl27es15Qiu1/co1F8hQVXWsJEmBgOjg9GKDBw9m4MCB7Ny5k8zMTE6ePMnJkydp0qQJbdq0oXv37sTGxmodpl9KRGZnDW+PAbhnkL7JBFlZUFkJsgzl5TEcOXIek8nxe2FhITExMXc8RlEUzp07x+HDhykoKKCiogKAoKAg1wBPb5m08u78FAWuXXP8ey+KonD8+HGOHDlCYWEhlZWVgKOYGDhwIAkJCR6K/sHuzs9qrebPfx7DuHEv8Mwzz9xjGwvXrp3HYtnClSuXiI6O5uTJkyQkJDB8+PA7Whq1VtPxCwqC5OQwUlNTycjI8Nmi6e7cvv/+R3bsWMvGjRuxWCq5fv06kyZNYsmSJVqH+lBqPnYxRERAZGQko0aNIjMzUxRND9pAkqQmQCowFUBVVSsgBsx4OVmWGThwIAMHDuTw4cPs2bOH8vJyjhw5wpEjR5BlmdDQUEJCQjAajRiNRoKCgggPD3eNsxC8i93uOKlJEkRGOm578skefPDBLyxd+hMRERdZuHAh//mf/8myZcu4ceMGN27c4Nq1a6g3m6MkSaJp06YMGDDA6z68asoPHEWT2axw5MhRKiquUVnp+IAym81cv34dk8nk2lan0/HYY48xfPhwr1sy5O78VFXlvfem0aZNR559dhKHD2djNps5fbqC6moTNpsZi6WCGzccx69Ro0aoqsrFixeZPXu2112tdXd+ZWVXCQjQUVkJW7f+zKpVq3j33XexWq0EBgZqHW6d1PTa/MMfZvPmm7NRVaiszOCTT+b6bMFUU36VlTcoK7OwY0cVYWFn2LRpE3/961+1DdQLSOoD2vYlSUoEFgC5QDfgIDBLVdUb93pMUlKS6rxKxZ84L+n31JUE77//PgDvvvuuW55PURROnTrFkSNHKCgo4MaNG9R0/Bs1auSW/T1IVVWVR/fnHBzfUCfsBRNGAzB96XcA/PFdD/X/b9wMb/8B7Aq8Mpn/1/brViNZltHpdG5tUXL38VNVx8n79rHCK1YsIy8vD7P5BiEhIaSlpdVY1MuyjF6vd9tA44Z4bd6d37lz5/jii/+hRYsoHKMeYNCgQbRv3/5/QG8KAAAgAElEQVSOx5WWlrFixXJAQlUVEhMTSUtLq1csDZGf3a5it9tRVUd/alFREd9//z2KoqCqKp07d65xAL4sy67Xp7t44rV5+32nT59k376ffHZOM1WF6mo7oKCqjmbd0tJSVqxYATg+OxISEpg8ebLHYoqKivLYHGpms5mQkJCDqqreez6Pm2rTPacHkoCZqqr+LEnSXOBd4P+5fSNJkqYD0wGv+wYrOMiyTHx8PPHx8a7bFEWhoqKC4uJi1qxZ4+raEHzIb552/NwU8NdPkCTJ565Uqun72wsvONZatNsVVNUxyD4gIMAv8ouNjeUvf5kNgM3m+JDX6fSoqnRHcRsZGcXMmW+jqo5uEy/pSQUc5w+bzVbjl6+oqCh++9vfIUmS64NYlmXXts5/FUVxPQ84Wgu9bbD+g8YNxsXF0bZtnGeCcSObzYb9HoMGIyKa8rvfvQFIgIpO50UvPA3VpqUpCtivqmrszd/7A++qqpp+r8eIlib3cHdL04OI/OrHOW7pfmOaarqvJmazmU2bNpGbm4uiKEiSRGhoOIGBcbRvn0R4+J3rwF25An37mgkI8N3jV1wMBw7c2TXn5On8GuK1eb/8WrQw07gxVFcH3/dv0KMH3GOqpjqpb34HDx5k586drq7RoKAgmjd/DJ0ugY4dOyPLdxY9zvyaNPn1sTt//jyHDx8mLy/P1ZWs0+lISEjg6aeffqg1Af35tVlfvnBu8TS3tjSpqlokSdJ5SZLiVVU9CQzC0VUnCMJtduH4Nl3ToO97XVV3N6vVyooVKzh79izgaFXp2bMngwYNQpL07Nnz6y4Ck8kx2NbLvpzXWXi4Iw+TCW5O7wM8GvlFRzvyMxrv/zeo55RV9ZaZmcm2bdtcXd2tWrUiPT2dFi1aYLfDnj1gNt87v5q0atXKNZjdarWydetWsrOzyc7OJicnh3bt2vH8889r2vrkD6/NR/nc4k61/VPMBL65eeXcWcA3O24FQSOJyEx4wHQDJ06cYPXq1dhsNoKDg0lNTaVHjx53dNWkpDgGbF65cufVSSkpNY+38CU63aObX+PGjvwe9DfQqmvObDbz9ddfU1RUhCRJdOrUieHDh7smr6xtfg8SGBhIeno6w4cPZ9++ffz444/88ssvfPDBBzz//PM88cQTDZjlvfn6a/NRP7e4U62KJlVVs4EHNlsJwqNMxfjgjWpgs9lYsWKFaxLGJ598ksGDB9e4rdEIqalQWnprLpWICMdJzh+WHnxU87NYHryNVgVTTk4O69atw26307x5c6ZMmXJHsXS72uRXG7Is8+STT9KnTx82b95MZmYm33zzDR07dmTs2LGaTJHhi69NcW5xP9HoJggaunbtGp999hlVVVU0btyYyZMn07x58/s+RpbdM67FW4n8vOdv8O2335Kbm4skSQwaNKhWi7a6M3ZZlhk+fDiJiYksWbKEEydO8NFHH/G73/3unoVbQ/KW41Ib4tzSMETRJAgaKSsr47PPPqO6upru3bszYsQIr5lkUhC++eYbTp8+jdFoZNq0aYSFhWkWS3R0NP/+7//O6tWrOX78OH//+9954403xCoH9yDOLQ1H/BUFQQPFxcV8+umnVFdX079/f0aNGiVOaoLXWLx4MadPn6ZJkybMnDlT04LJSZZlxo4dS8+ePamqqmL+/Plcu3ZN67C8jji3NCzxlxQEDysuLuYf//gHNpuNtLQ0Bg4cqHVIguCyaNEi8vLyCAsLY8aMGV43e/fw4cPp06cPVqtVFE53EeeWhieKJkHwIEVRWLhwIXa7ncGDBz/y6zgJ3mXbtm3k5+cTERHBm2++6XWTTDoNHTqU/v37U11dzcKFC1HutzjhI0KcWzxDFE2C4EGrVq3CbDbTsWNHnnzySa3DEQSXixcvsnfvXvR6Pa+//rrXFkxOAwcOJC4ujmvXrrFhwwatw9GcOLd4hiiaBMFDcnNzyc3NJTg4mLFjx2odjiC4KIrC119/DcC4ceO8rkvuXiZMmECjRo04dOiQa9LGR5E4t3iOKJoEwQMsFgurV69GkiReeuklMTBT8CrLly/HYrHQrVs32rVrp3U4tabX65k0aRLgyMG5ft2jRJxbPEv8dQXBAzZu3Ijdbqdfv35E1rSAlSBopLy8nFOnThESEsL/3969R0dZJnge/z5VlSsQIEC4ikG5yE3uaOMNQisXkabp060IeJlxelvB7uk9czzu/rEze/ac3d6ZnT09Y9u6do82SGPbjTi2gIBCI3gJEgiICIhchEAgJoFgCKFS9T77R1IRemipkKp6ql5+n3M4Sijy/h6q8tavnvd9n3f27Nmu47RZv379GD9+PE1NTbz99tuu46Sc9i2ppdIkkmSRSIQ9e/aQlZXF5MmTXccRucSbb74JwLRp0zJ2lmLGjBkEg0G2b99+TZ0Urn1L6qX3mX4iPrBu3To8z2PSpEkZ+6Yk/lRfX8+TTz5JXl4er7/+OqFQiLKyMtex2iwQCDBq1Ch27NjBpk2b/sOfR6NRxo8fT9++fVm1alXqAyaJ9i2pp39lkSTyPI/y8nKCwSBTpkxxHUfkErGrzpYuXcrOnTszsjDFxGbKSktL/8Of/cu//AtDhw51kCp5tG9xQ6VJJInKysqIRqOMGjVKnwQl7Rw4cABjDGPGjHEdpd2ys7MZOnQoTU1NRKPR1q9XVFSwevVqHnvsMYfpEk/7Fjf0Ly2SRLt37wbgrrvucpxEpFk0CtZCNOoRjUbJysrinnvuYdy4cbzwwguu47VLbH2iaDSK50F1NfzkJ3/LP/7jP/quWGjf4oa/XkUiaebUqVPk5OToxqKSFurrYcuW5uIUiTTPxvyP/7GCzZt38NZbb/Hss8+yefNmxymvXqdOvQkEQlhr8Tz4xS9WEYkUMWTIONfREk77FjdUmkSSpLq6mqamJnr37u06igjRKJSVgTHNv8ADDIMH305ZGXTvXsR3v/tdPvroI8dJr05sfB069Gj5iuWLL97ngw/+yMCBxTzwwANs3LixdV2nTKZ9izsqTSJJsm3bNgBuvvlmx0lE4PRpOH8eOnYEay0AWVn5BIPnOH8ejh07x/r16xkxYoTjpFcnNr6+fYcD4HlRFi/+X6xdW8FLLx3h//2/31FSUsKyZcscJ20/7Vvc0ZIDIkly8uRJAIYPH+44iQg0NkLstJ5YabI2j8ceu51IBLKyIjz00INMnz7dYcqrFxtfnz7D2bfvndYxQvPXw2GH4RJM+xZ3VJpEkqShoQEgY+7jJf6Wmwtfr/vYXCj69x/MK6/soqoKJkyA7t2dxWu32Phyc2Pn+HxdmjwPpkyZzPe/P9lJtkTTvsUdHZ4TSZLGxkaCwaDrGCIAdO0KeXnNJ4PHZmHy87tSX9/89cJCxwHbKTa+hobY21rzGP0yvotp3+KOSlMa8zzvmrolgN/4eccWe23q9Zk5gkEYP755uYFYaWpq6oa1zV/P9CvyLx5fTFUVvhnfxcLhMFlZWa5jXJOSdnguNn3oJ7EF01I1tkgkgrWWqqoqOnbsmPTtpXp84ZaTDFK1PRfPnzHGl+Orq6ujqakpZduD1I7Pr6/NQKD5MNy77zaX3Tvv7EDnzg0YA8ncdOrH1/z7SZMaCIXwzfhiwuEwgUDAd69PVy5eDPVKfNS9/Se2GFsqCpMkR35+vusISVFTU+M6glyl5uUGmnXp0vGS3/tB85IKzYPKysJ344Pm9wbjx4FlgKTNNPnxzSLWslM1to4dO/LVV1+lbHupHl/sJEY/jq++vh6AXr16+XJ8586dAyAYDPpyfH5+bQLk5OSkdHupHl/fvn2pqKggNzc3JSuBp3p8sUNzfn3+Uq0tM2iaaUpjFy5cIBTSBY6ZqLq6GoBOnTo5TpIcZ86cAdCnXUlLsdn52tpax0nEb1Sa0lhTU5MuKc1QscNXnTt3dpwkOc6ePQuoNEl6it1aJPbhRSRRVJrSVCQSIRqNkpeX5zqKXIXY4nM9evS4wiMzU+wTvEqTpKPuLQtOnThxwnES8RuVpjS1a9cuAG644QbHSeRqHDp0CIAhQ4Y4TpIcX375JaDSJOlp5MiRAHz22WeOk4jfqDSlqd27dwMwYcIEx0mkrTzP4/Tp0xQUFPjynLTKykqi0agKk6St3Nxc8vPzW8u9SKKoNKWpyspKsrKy6Natm+so0kafffYZ1loGDBjgOkpSxG4W6teFO8UfrrvuOjzP4+jRo66jiI+oNKWh06dPEw6H6dWrl+sochV27NgBwPjx4x0nSY5Dhw5hjEnJpdwiV2vMmDHA1yVfJBG010tDq1atAmDixImOk0hbRSIRDh48SFZWFv369XMdJ+FOnDhBXV0d3bt31+E5SWuDBg0iGAyyd+9e3e5HEkalKc00NDRw6NAh8vPzGTFihOs40kbr16/H8zzfFt4333wTgJkzZzpOIvLNAoEAo0aNIhqNsmnTJtdxxCdUmtJM7E1p8uTJboNIm3mex44dOwgGg5SUlLiOk3DV1dWcPHmSLl26UFxc7DqOyBVNmzaNQCBAaWmpZpskIVSa0kg4HGb//v3k5OToqrkMtHHjRqLRKGPGjPHl+T5//OMfAZg+fbrjJCLxyc7OZujQoTQ1NVFaWuo6jviA//bsGezll1/GWsvtt9/uOoq0UV1dHR9++CGBQIBp06a5jpNw+/fv59ixY3Tq1Mm3a0+JP82aNQtjDBs3bmzTPcZELkelKU188MEHVFRU0K1bN5WmDON5Hi+99BKe5zFz5kzfrc3U2NjIihUrAJg/f77jNCJtk5uby9SpU4lGo7z00kuu40iGU2lKAzU1NbzzzjsEAgEeeeQR13GkjVavXk1dXR0DBgxg3LhxruMk3JIlS4hEItx111307NnTdRyRNrvtttvo06cP1dXVvPPOO67jSAZTaXIsEonwm9/8Bmstc+bMab07t2SGAwcOsGPHDnJycnjwwQddx0m4jRs3cvLkSXr27KmLEySjPfzww4RCId5//30teClXTaXJoUgkwrPPPkt9fT033XRT6/2SJDMcOHCAV155BWg+bOW3w3LvvvsuW7ZsIRQKaQZUMl52djb3338/0Dx7euTIEbeBJCOpNDkSDod55plnOHPmDDfccEPrD7Nkhr1797YWph/84Adcd911jhMl1saNG9m0aROhUIgf/ehH5Obmuo4k0m4DBw5kzpw5eJ7H0qVLW2+sLRIvf300zhCxwlRfX8+gQYN8eVjHz/bs2cOKFSswxjBv3jwGDRrkOlJCrV+/ng8//JCsrCwef/xxunbt6jqSSMKMGjWKYDDIa6+9xrJly9r1M1xcXEynTp0wxhAKhVpvoST+pdKUYnv37mXlypVEIhFuuukmzTBlEM/zWLlyJXv27MEYw/z587nxxhtdx0qYxsZGli5dSmVlJdnZ2SxatIiCggLXsUQSbsSIEQSDQf7whz+wfPlyxowZw6xZs65qfbU//elP5OfnJyGlpCOVphSJRCK8+uqrfP755wBMmjSJu+++23EqiVdFRQXLly/n/Pnz5OXlsWDBAvr06eM6VsLs2rWLN998k2g0Svfu3Xn44Yd1UYL42tChQ3nooYf43e9+R3l5OQcOHGDBggW6QlS+kUpTCuzevZvVq1dz4cIFOnbsyMKFCykqKnIdS+LQ2NjImjVr2L17N9D8CfW73/2ub1b8PnPmDCtXruTYsWMYY5gyZQp33nmn61giKVFcXMxTTz3Fq6++ymeffcbzzz/PmDFjmD59OtnZ2Vf8+8YY7rnnHqy1/PVf/zWLFy9OQWpx6YqlyRgzBHj1oi/dAPw3a+3Pk5bKBzzPY8uWLZSWltLY2AjA2LFjuffee33zhutnZ86cYdWqVRw6dAhrLTk5Odx///0MGDDAdbSEOHr0KG+99RYnT54EoEuXLjz00EM6f0muOYFAgHnz5rF//35ee+01ysvL2blzJ4MHD2bmzJmXHKKORuH0aWhshNxcePfd9+jfvy9Hjhzhvvvu4+abb9aHDp+7Ymmy1u4HRgMYY4LAceD1JOfKSJ7ncejQIcrLy9m/fz/RaBRjDAMHDmTWrFl07tzZdUT5Bo2NjZSXl7Nr1y5OnToFQF5eHt/61re47bbbMr7s1tXVsX37dj7++GPq6uqA5rI0depURowY4TidiFtDhgzh6aefZtOmTXz00Ufs37+f/fv307t3b0aPHs3AgaP5+ONszp+HQAA8D/Ly+lJYCEVFRcyePZuPPvpIpcnn2np4bipw0Fr7RTLCZJKGhgaqq6upra3l2LFjHD58mDNnzmCtBSAUCjF27FimTZsW1zSvpI7neZw5c4aamhpqamr4/PPPOXHiBOfPn299TCaXiUgkQm1tLTU1NXz55ZccOHCAU6dO0dTU1PqY3r17M3PmTPr16+cwqUh6CQQClJSUUFJSQnl5OZs2baKyspLKykrgLUKhPAoL+9Kjx0CCwVzOn+/KRx/1Y8SIc2zYsIF/+Id/cD0ESTITe5OP68HGvAjssNb+4pseN3bsWJuKSy/Xrl3benghFY4dO4bned/4mEAgQDAYzMhZiXA4DJCyknfhwgUAcnJyUrq9v8QY0/r8GWNSkilRPM+7pBRdjjGGYDBIMBhMyDaT9fx5nkc0GsVay+X2Tx07diQnJ4e8vDwKCgoYNmwYQ4cOTejP3M9+9jMAnn766YR9z28Su5Fsqq7C8vv4Eun06dNs2VLGvn2fc/58NdD8HlBbW8urrzafueJ5HiNHjkzZxT2p3ndGIhECgUBKL37p1asX06dPT8m2Ghoa6NChw3Zr7fgrPTbumSZjTDYwG/gvf+HPfwj8EMjIT+dtEXtDNca0/krUG5EkX+w5i/1/JpakP3dxYbj4dRkrguk8PmstkUjkih9IYhobGzl37lxrofr0008BKCgooH///txyyy2aQZOEiEQi7Nu3j+PHj3LhwmlihQmgsLCQxx9/HDBA/JMPktnacnhuBs2zTKcu94fW2heAF6B5pikB2a4oVS00JpM/LcVDn3YzW6Y9f59//jnr1q2jurq69WudOnWif//+jBo1igEDBlxya5o/H5/neRw/fpzy8nIOHz5MXV0dn3zyCZ988gkFBQWUlJQwatSoqx2eXMMaGhpYs2YNe/fubS3zgUA2hYXX0bPnUPr2HUlubvOSHFVVMGlSA1lZmfOz11Z+33e2RVtK0zzglWQFEZFrw/bt29m0aRP19fUAdOvWjTvuuIORI0e26RBbIBDguuuua72Fjed5HDx4kE2bNnHixAn+/d//nbfeeotbbrmFu+66KyMPmUtqVVdXs2rVKr74ovm03aysLMaPH8+tt97Grl0FGAMXL19WXw95eeCz207KN4jrqTbGdADuBv5TcuOIiF+dPXuWpUuXUlNTA8B1113Hvffem7DFBAOBAIMGDWLQoEGcPXuW1atXc+DAATZv3kxZWRkLFiygd+/eCdmW+M+6desoLS0FoEOHDtxxxx1MmDChtWyPHw9lZc0zS19fPdf89TQ++i0JFldpstaeA7olOYuI+FRpaSlvv/02nufRp08f5s2bl9QVxwsKCpg3bx7hcJiVK1eyf/9+XnjhBW655ZaUH9aX9FZbW8vSpUupq6sjKyuLOXPmMGzYsP/wuI4d4c47obb263WaCgubC1TL0Su5BmhSUUSSJhKJ8OKLL1JZWUkgEODee+9l/PgrXqCSMNnZ2TzwwAMcOHCAP/zhD2zdupV9+/bxV3/1V7qvnvD++++zYcMGrLUUFxczb968b7x6OBCA7t1TGFDSjg7yi0hShMNhnnnmGSorK+nRowc//elPU1qYLjZo0CCeeuopbrjhBurq6nj22WdbF/iUa9OGDRt45513CAQCzJ07l4cfflhr6skVqTSJSMI1NjbyzDPPcPbsWYYMGcITTzzh/AbAoVCIhQsXMmnSJMLhMM8++yy1tbVOM4kb69at47333iMrK4vFixczcuRI15EkQ6g0iUhCxQpTfX09w4YN44EHHnAd6RJ33303d955J01NTTz33HOXLHkg/rd69WpKS0vJyclh8eLFdOnSxXUkySAqTSKSMJ7n8fzzz9PQ0MDIkSP5/ve/7zrSZU2ZMoUpU6YQiUT41a9+1boavvjbBx98QFlZGbm5uSxevFjntUmbqTSJSMKsXr2auro6iouLmTt3rus43+jOO+9k4sSJhMNhli1b5jqOJFlNTU3rOUyLFi1yfrhYMpNKk4gkxOHDh9mxYwc5OTnMnz/fdZy4zJgxg8LCQo4dO9a6Ro/4j+d5/OY3v8Fay5w5c1SY5KqpNIlIu4XDYV55pfmGAfPnz7/k9ifp7tFHHyUQCLB+/XpOnz7tOo4kweuvv059fT2DBw/WSd/SLipNItJub7zxBk1NTdx6662ttzXJFB07dmT27NlYa1vvWi/+UVNTwyeffEJeXh7333+/6ziS4VSaRKRdwuEwe/fuJScnh2nTprmOc1VGjRpFYWEhp06d4tSpy96TXDLUH//4RwBmz56t+w9Ku+kVJCLt8tZbb2GtZdKkSa6jtMuMGTMAePPNNx0nkUQ5e/YsR48epWPHjtx0002u44gPqDSJyFWz1vLxxx8TCoW4/fbbXcdpl4EDB1JQUMDx48ex1rqOIwkQK8BTp051nET8QqVJRK5aNBrF87xL7gafye655x4AmpqaHCeR9opEIhw8eJC8vDxGjx7tOo74RObv5UTEmWg0CkBJSYnjJIkxfPhwsrKyNNPkAx9//DHWWl0tJwml0iQiVyVWLAoKCjJqiYEr6dWrF4CKU4bbvXs3ABMnTnScRPxEpUlErorneQAMGDDAcZLEGj58OPD1LJpkphMnTpCVlUW3bt1cRxEfUWkSkasSK03jx493nCSxxowZA6g0ZbIzZ84QDodbZw1FEkWlSUSuSqw09evXz3GSxMrOznYdQdppz549AAwZMsRxEvEblSYREfGV2tpaAHr27Ok4ifiNSpOIyJ8xxgDNl61L5vnqq68A6NGjh+Mk4jcqTSJy1WLlwm9i44rNWEhmOXfuHACdOnVynET8JmnXCTc0NCTrWzsTOzHUj2OD1I8vHA6ndHt6/hKnsbERaL4s34/PX+x8rRMnTtCxY8ekby/Vr82mpiY8z6O6upr8/Pykby/V4zt58iTw9es02bTvzGxtuehDM03ijDFGa+FkqNjhD7/z68rgsdXbc3NzHSdJDu1XJFmSNtOUik8vqRZr2X4cG6R+fEVFRZw8eTJl29PzlzjXX389OTk5KdsepHZ8sbFNmDAh6duC1L82O3fuTG1tbUpm0SD144tdAenH1yb4f3yp1pYZNM00iTMdOnQAoL6+3nESkWtLY2MjwWDQdQyRjKPSJM4UFBQAUF1d7TiJyLUlHA6TlZXlOoZIxlFpEmc6d+4MwJdffuk4ici1JRKJ+PZ8JpFkUmkSZ2666SYA9u/f7ziJyLXj6NGjWGspKipyHUUk46g0iTM9e/YkFApx/Phx11FErhllZWXA1/fYE5H4qTSJU0VFRTQ2NupkcJEUOXLkCMYYBg0a5DqKSMZRaRKnhg0bBsC2bdscJxHxv0gkwldffUVhYWHrWk0iEj/91IhT48aNA2DXrl2Ok4j43+bNmwEYPHiw4yQimUmlSZzKzc2lT58+1NXVcejQIddxRHzL8zxKS0sJBAJMnjzZdRyRjKTSJM7Nnj0bgDVr1jhOIuJfpaWlNDU1MWzYsNYVpUWkbVSaxLmePXvSo0cPampqqKiocB1HxJe2bNmCMYZ7773XdRSRjKXSJGlh1qxZAKxcudJxEhH/2bx5M42NjQwcOFCLWoq0g0qTpIX+/fvTr18/Tp8+zdq1a13HEfGNqqoqNm3aRDAYZM6cOa7jiGQ0lSZJGwsXLiQrK4utW7dy9OhR13FEMp7neSxZsgRrLXPnzvXtXepFUkWlSdJGdnY2Dz74IADLly8nEok4TiSS2VasWEFDQwPDhg1rXRNNRK5eyHUAkYsVFxczbtw4tm/fznPPPcfjjz9OKJR+L9MXaGI5TQn5Xg+SxQ/RHeclsTZs2MDevXvJz8/ne9/7nus4Ir6gmSZJO7NmzaJ///7U1tby7LPPpuWM03Ka2InX7u+zEy9h5UskZt26dbz33ntkZWXxN3/zN1r9WyRB0u8jvAjw6KOP8vLLL3Po0CGeeeYZFi1alHZry4wmwCbad47IZBoSlEak2Zo1a9i2bRvZ2dksWrSIgoIC15FEfEMfPyRtLVy4kEGDBnH27Fl+/vOfc+rUKdeRRNJWJBJh2bJlbNu2jZycHJ588kkVJpEEU2mStPbggw8ycuRIzp8/z/PPP6/lCEQu49ChQ/zTP/0TBw8epFOnTvz4xz+mY8eOrmOJ+I4Oz0namzt3LsOHD+e1115j69at7Nu3j4ceeojCwkLX0USc8jyPlStXsmfPHgDGjx/PjBkzdA6TSJKoNElGGDJkCE899RS//e1vOXLkCM888wx9+vRh5syZ9O3b13U8kZRqbGxk3bp17N69m2g0Sl5eHvPnz9fPgkiSxVWajDE/BR4DLLAbeNRa25jMYCJ/LhQK8fDDD/Ppp5+ybt06Tpw4wa9//Wu6du1KSUkJw4YN0yds8bWamhrWrFnD4cOHsdYSCoWYMGEC06dP12tfJAWuWJqMMX2BHwPDrLXnjTG/Bx4AfpPkbCKXFVuo78iRI6xdu5ZTp07x2muvsXLlSrp27coNN9zA2LFj6d27t+uoIu3S0NBAeXk5e/fupaqqiqam5uUp8vLymDRpEpMmTVJZEkmheA/PhYA8Y0wTkA+cSF4kkfgUFxfzox/9iNraWjZu3MjRo0epra2ltraWsrIyAILBIMYYAoEATU1NWGvJyclp97aPPvhdAH62/PW0+D4A4XAYIGVLM1y4cAGAn/3sZwn/3tbaS35Fo9HWP4s9pxf/SrRkju1ympqa8DyPnJwcrLV4nkc0GsVa2/qY7Oxs+vfvz2QTXBsAABFJSURBVC233KLVvUUcuWJpstYeN8b8H+AocB5Yb61d/+ePM8b8EPghwIgRIxKdU+QvKiwsZO7cuRw4cICdO3dy+PDh1je9i99sJX3FipHneZcUhcu53HMaK8axQpVpPK95odTY6/ZigUCAnj17cvPNNzN69Ghyc3NTHU9EWsRzeK4r8B1gAHAG+IMxZoG1dtnFj7PWvgC8ADB27Nhv3uuJJEhVVRWrV6/m2LFjrW+2xhgKCwvp27cvnTt3pkuXLhQWFpKXl0coFKJ79+7t3u7alkUpn3766bT4PtB8KAdI2U1ZY7MwV5vd8zy2b9/O5s2bqa+vb/16dnY2PXv2pKioiM6dO9O1a1cKCwvJzs7m3LlznDt3jtOnT3P27Fmqq6uprKzk/PnzRKNRotEoubm5TJgwgcmTJ1/1oav2jq2tzpw5QzgcpqmpidraWk6fPk1dXR1VVVWcOnWKyspKKisrWbduHQUFBUyZMoXRo0enJJuIfC2ew3PfBg5ba78EMMasBCYBy77xb4kk0eeff866deuorq4GmovCjTfeyNixYykuLr7s34mVCnErEomwceNGtm/f3npIsVevXgwePJhx48b9xQUZGxoayM/P5/rrr/8Pf9bY2MjOnTv59NNPqaioYMuWLXzwwQcMHz6cGTNmpP3sTHZ2NtnZ2eTn51/2Cri6ujq2b9/O/v37qaqq4o033mDt2rVMnDixXeVQRNomntJ0FLjVGJNP8+G5qUBZUlOJ/AU1NTUsW7aMM2fOANC9e3fuueceBg0a5DiZxKO0tJS3334bz/MIBAIMGzaMGTNmtHshxtzcXG699VZuvfVWwuEw77zzDuXl5Xz88cfs3r2bCRMmMGPGjASNIvU6d+5MSUkJJSUlnD17ljVr1vDZZ5+1lsOZM2cyduxY1zFFfC+ec5q2GmNWADuACFBOy2E4kVTatGkTmzdvxlpL3759ue++++jZs6frWBKHhoYGXn75ZU6ePEkgEOBb3/oWJSUlhEKJXyouOzubmTNnMn36dEpLS9m0aRMfffQR+/btY+HChQk5POtSQUEBDzzwQGs5LCsr480336S8vJz58+en/ayaSCaLa49lrf174O+TnEXkss6ePcvSpUupqakhGAzyne98h5EjR7qOJXEqLy9n1apVeJ5HUVERCxcuTMktPgKBAJMmTWLixIm88sorHDp0iF/+8pfccccdTJkyJenbT7ZYObz99ttZsmQJFRUV/PM//zNz5sxh+PDhruOJ+JJWBJe0durUKX71q18RjUbp27cvCxYs0CfpDLJ27Vq2bt2KMYZvf/vb3HbbbSnPEAqFWLhwIXv27OH1119n8+bNHD9+nAULFqQ8SzIUFBTw5JNPsnHjRt577z1WrFhBVVWVL4qhSLrR2YOStiorK1sL09SpU3nsscdUmDLIqlWr2Lp1Kzk5Ofz4xz92UpguNnz4cP7u7/6Ozp07c/DgQZYsWeI0T6KVlJTwxBNPkJWVxebNm3nnnXdcRxLxHc00SVqqqKjgpZdewvM8ZsyYwcSJE11HusS7NK+rM5n2XZG3E4/RPvzs8sYbb7Bz505yc3NZtGhRSg7HxSM3N5fFixfzy1/+kiNHjvDiiy/yyCOP+Obqs+7du/PEE0/w3HPP8f777xONRpk2bZrrWCK+4Y89hfhKVVVVa2GaNWtW2hWmRBpNgAfJch0joVatWsXOnTvJy8vjySefTJvCFBMKhVi8eDHdunXj2LFjLF261HWkhOrSpQuLFi0iJyeH0tJSzTiJJJBmmiSteJ7HkiVL8DyP2bNnM2bMGNeRLsuSXkUgXRw4cIDt27e3HpJL18OpgUCAJ554gl/84hd88cUXvP/++84PHyZSQUEBixcv5l//9V95//33GTx4MP3793cdSyTjaaZJ0sqKFStoaGhg2LBhaVuY5PLC4TC///3vAXjooYfStjDFBAIBHnvsMYLBIBs2bGhdKNUvOnbsyIMPPgjA8uXLiUQijhOJZD6VJkkbn376KXv37iU/P5/vfe97ruNIGy1ZsoRIJMLtt99Onz59XMeJS35+PnPmzMFa2zrD6SfFxcWMGzeOCxcusHz5ctdxRDKeSpOkhUgkwuuvv44xhocfftg3J+ZeK7Zt28aJEyfo3r07U6dOdR2nTUaMGMGQIUOor69n1apVruMk3KxZs+jSpQuHDx9m9+7druOIZDS9M0la2LBhA5FIhAkTJlBUVOQ6jrTRn/70J4wxPProo66jXJUf/OAHZGVlsWvXLl8exnrkkUcAWL9+vdsgIhlOpUmc8zyPsrIyAoEAd999t+s40kbl5eWcP3+eG2+8kfz8fNdxrkogEOCWW27B8zzWrVvnOk7Cde7cmf79+1NfX8/+/ftdxxHJWCpN4tzmzZuJRCKMGjUqKfcik+TauHEjAPfdd5/jJO0zZcoUgsEg5eXlrqMkxezZs4HmVdpF5OqoNIlzH374IcYYpk+f7jqKtFE0GqW+vp7rr7+egoIC13HaJRAIMHbsWKLRqC8P0XXr1o3evXtz5swZjhw54jqOSEZSaRKnjh49Sjgc5sYbbyQ7O9t1HGmjaDQKZP4sU8w999yDMaZ1XH5z7733AvDee+85TiKSmVSaxKmysjIAxo8f7ziJXA1rLTk5OXTr1s11lIQIhUJ07drVdYyk6du3L6FQiOPHj7uOIpKRVJrEqSNHjmCMYdCgQa6jSBvF1jTKlDWZ4jVw4EAA3842FRUV0djYSH19vesoIhlHpUmciUQifPXVVxQWFmpdpgwUKxUjR450nCSxJkyYAPi3NA0bNgxoXltLRNpG71TizJ49ewC48cYbHSeRqxGbafJbaerevTvQfOjRj8aNGwfAZ5995jiJSOZRaRJnTp06BcD111/vOIm0h5aJyCy5ubkEg0HOnTvnOopIxlFpEmfq6uoAfHMSsfiHMQbAd/eii8nKyuLChQuuY4hkHJUmcSZ2IqpKk6Qrv54snZ2d7cu1qESSLWnz6g0NDcn61s7ETgz149gg9eOLHZ4Lh8OEw+Gkb0/PX+Jc/Iabqn/PVI4vdj5TRUUFxcXFSd9eql+bTU1NeJ7ny+cOvn59anyJca3sO+OhmSZxpqmpyXUEuUqnT58Gvj6M5Texqzlj4/Sb2GHH8+fPO06SHIFAwNdX5Pp9fOksaTNNmXrjzm8Sa9l+HBukfnxFRUVEo9GUbU/PX+L07t2bHj16EAqFfPn89enTh8bGRsaMGZOS7aX6tVlYWEgkEqFz584pOZE/1eOLrR3mx9cm+H98qdaWGTRd9iLO5OTkuI4gVyk7O9u3O1CAYDBIhw4dfDvG7OxssrOzdeWjSBtpfk9EREQkDipNIiIiInFQaRIRERGJg0qTiIiISBxUmkRERETioNIkIiIiEgeVJhEREZE4qDSJiIiIxEGlSURERCQOKk0iIiIicVBpEhEREYmDSpOIiIhIHFSaREREROKg0iQiIiISB5UmERERkTioNImIiIjEQaVJREREJA4qTSIiIiJxUGkSERERiYNKk4iIiEgcVJpERERE4hBXaTLG/MQY84kxZo8x5m+THUpEREQk3VyxNBljRgB/A0wERgGzjDEDkx1MREREJJ3EM9M0FNhqrW2w1kaAd4G5yY0lIiIikl7iKU2fAHcYY7oZY/KBmcB1yY0lIiIikl5CV3qAtXavMeZ/A+uBc8BOIPrnjzPG/BD4IcCIESMSHFP8qFevXq4jSDv4+fnz89hA48t0fh9fOjPW2rb9BWP+J1Bhrf3lX3rM2LFj7Y4dO9qbLe00NDQAkJ+f7zhJcmh8mU3jy1x+HhtofJnuWhhfhw4dtltrx1/psVecaQIwxhRZa6uMMf1pPp/p1vaGFBEREckkcZUm4DVjTDegCVhkrT2TxEwiIiIiaSeu0mStvSPZQURERETSmVYEFxEREYmDSpOIiIhIHFSaREREROKg0iQiIiISB5UmERERkTioNImIiIjEQaVJREREJA4qTSIiIiJxUGkSERERiYNKk4iIiEgcVJpERERE4qDSJCIiIhIHlSYRERGROKg0iYiIiMRBpUlEREQkDipNIiIiInFQaRIRERGJg0qTiIiISBxUmkRERETioNIkIiIiEgeVJhEREZE4hJL1jRsaGpL1rZ2JRqOAP8cGGl+m0/gyl5/HBhpfprtWxhcPY61NeABjzJfAFwn/xpfXHahO0bZc0Pgym8aXufw8NtD4Mp3Gl1jXW2t7XOlBSSlNqWSMKbPWjnedI1k0vsym8WUuP48NNL5Mp/G5oXOaREREROKg0iQiIiISBz+UphdcB0gyjS+zaXyZy89jA40v02l8DmT8OU0iIiIiqeCHmSYRERGRpMvo0mSMmW6M2W+M+dwY87TrPIlkjHnRGFNljPnEdZZkMMZcZ4z5kzHmU2PMHmPMT1xnShRjTK4x5iNjzK6Wsf1315mSwRgTNMaUG2NWuc6SaMaYI8aY3caYncaYMtd5Es0Y08UYs8IYs88Ys9cY8y3XmRLFGDOk5XmL/TprjPlb17kSxRjz05b9yifGmFeMMbmuMyWSMeYnLWPbk47PW8YenjPGBIHPgLuBCmAbMM9a+6nTYAlijLkTqAeWWmtHuM6TaMaY3kBva+0OY0wnYDswxw/PnzHGAB2stfXGmCzgPeAn1tpSx9ESyhjzn4HxQIG1dpbrPIlkjDkCjLfW+nIdHGPMEmCLtfbXxphsIN9ae8Z1rkRreZ84DtxirU3V2oFJY4zpS/P+ZJi19rwx5vfAGmvtb9wmSwxjzAjgd8BEIAysBX5krf3cabCLZPJM00Tgc2vtIWttmOZ/6O84zpQw1trNQK3rHMlira201u5o+f+vgL1AX7epEsM2q2/5bVbLr8z8dPIXGGP6AfcCv3adRdrGGNMZuBP4NwBrbdiPhanFVOCgHwrTRUJAnjEmBOQDJxznSaShwFZrbYO1NgK8C8x1nOkSmVya+gLHLvp9BT55073WGGOKgTHAVrdJEqfl0NVOoAp421rrm7G1+DnwFOC5DpIkFlhvjNlujPmh6zAJNgD4Enip5fDqr40xHVyHSpIHgFdch0gUa+1x4P8AR4FKoM5au95tqoT6BLjDGNPNGJMPzASuc5zpEplcmsQHjDEdgdeAv7XWnnWdJ1GstVFr7WigHzCxZdrZF4wxs4Aqa+1211mS6HZr7VhgBrCo5XC5X4SAscBz1toxwDnAV+eEArQcdpwN/MF1lkQxxnSl+YjKAKAP0MEYs8BtqsSx1u4F/jewnuZDczuB+G8MlwKZXJqOc2kD7dfyNckQLef7vAb81lq70nWeZGg57PEnYLrrLAl0GzC75byf3wElxphlbiMlVssneqy1VcDrNJ8O4BcVQMVFs58raC5RfjMD2GGtPeU6SAJ9Gzhsrf3SWtsErAQmOc6UUNbaf7PWjrPW3gmcpvnc5bSRyaVpGzDIGDOg5RPFA8AfHWeSOLWcLP1vwF5r7f91nSeRjDE9jDFdWv4/j+aLFfa5TZU41tr/Yq3tZ60tpvnnbqO11jefdo0xHVouTqDlsNU9NB828AVr7UngmDFmSMuXpgIZfwHGZczDR4fmWhwFbjXG5LfsQ6fSfD6obxhjilr+25/m85mWu010qZDrAFfLWhsxxiwG1gFB4EVr7R7HsRLGGPMKMBnoboypAP7eWvtvblMl1G3AQmB3y7k/AP/VWrvGYaZE6Q0sablyJwD83lrru8vyfawn8HrzexIhYLm1dq3bSAn3JPDblg+ch4BHHedJqJayezfwn1xnSSRr7VZjzApgBxAByknTlbPb4TVjTDegCViUbhcpZOySAyIiIiKplMmH50RERERSRqVJREREJA4qTSIiIiJxUGkSERERiYNKk4iIiEgcVJpERERE4qDSJCIiIhIHlSYRERGROPx/IsKq6EL9IkUAAAAASUVORK5CYII=\n",
-      "text/plain": [
-       "<Figure size 720x720 with 1 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    }
-   ],
+   "outputs": [],
+   "source": [
+    "oFig = plt.figure(figsize=(20,20))\n",
+    "oRT.renderEnv(spacing=0.1, arrows=True, agents=False)\n",
+    "\n",
+    "#for visit in lVisits:\n",
+    "#    oRT.plotPath(visit)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Shallow Trees for 2 agents"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
    "source": [
     "oFig = plt.figure(figsize=(10,10))\n",
     "oRT.renderEnv()\n",