diff --git a/plot_figs/fig06/fig06.ipynb b/plot_figs/fig06/fig06.ipynb index 7e7465a..72abb77 100644 --- a/plot_figs/fig06/fig06.ipynb +++ b/plot_figs/fig06/fig06.ipynb @@ -53,7 +53,7 @@ "m1min, m1max, m1cmap = -8, 8, balance\n", "hfmin, hfmax, hfcmap = 0, 12, amp\n", "m1onhfmin, m1onhfmax, m1onhfcmap = 0, 1, amp\n", - "sigmin, sigmax, sigcmap = 0.6, 2.3, amp\n", + "sigmin, sigmax, sigcmap = 0.2, 2.5, amp\n", "kermin, kermax, kerscmap = 0, 5, amp\n", "\n", "method = \"linear\"\n", @@ -102,7 +102,7 @@ "metadata": {}, "outputs": [], "source": [ - "sigmas = np.sqrt(sigmas) # KE-based growth rate translated to velocity magnitude.\n", + "sigmas = sigmas/2 # KE-based growth rate translated to velocity magnitude.\n", "momthickratios = np.abs(momthickratios)" ] }, @@ -151,15 +151,15 @@ "name": "stdout", "output_type": "stream", "text": [ - "0.5897769180735448\n", - "0.9338596024673875\n" + "0.619792557665218\n", + "0.9550914896013365\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_42748/2252748930.py:4: RuntimeWarning: divide by zero encountered in true_divide\n", + "/tmp/ipykernel_60143/2252748930.py:4: RuntimeWarning: divide by zero encountered in true_divide\n", " Lambda = F2o/yi # F2*U0/h0. h0 ~ bottom slope and U0 = 1 does not change.\n" ] } @@ -193,7 +193,7 @@ "outputs": [ { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAjAAAAGkCAYAAAAv7h+nAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAACoHElEQVR4nOzddXwk2Xno/d/TKObRgIaZZ3ZmGb285tiJr+3YTuLkzV7n3sQQdsjhxE7ieMN37diOKY6Z7QV7wcswzDwawYi51VT1vH90j0bYpNZIrXm+89GnW3VOnTqlrul++tQBUVWMMcYYYwqJZ7YrYIwxxhiTLQtgjDHGGFNwLIAxxhhjTMGxAMYYY4wxBccCGGOMMcYUHAtgjDHGGFNwLIAxxhhjTMGxAMYYkzciUiMiKiI/yHH/fxWRZhGRfJRnjJm/LIAxxuTTruTj3mx3TAYtbwa+rZdn2My5PGPM/GYBjDEmny4FHHty2Pc6oAH4Vp7KM8bMYxbAGGPyaToBx1uAPuCJPJVnjJnHxNZCMsbki4icAOpUtSaHfY8Br6rqu/JRnjFmfrMWGGNMXohIObCW3Pq/bAI2AN/MR3nGmPnPAhhjTL5cAwgZ3O4RkSdE5GdHbfoZIAL8KJfyJil/h4j0XxrNZIyZfyyAMcbky+7kY9qAQ1XvVNWvj9r0FuAxVR3MpbxJbAUOqKqKyP8VkZdEJCwiT+ZQljFmDrIAxhiTLzl1uBWRpcC1jB19lHN5SVuBfcnnrcDfAv+YQznGmDnKAhhjTL7sAgaBk6kyicg9IjI6z88ACnwnl/KSZf5/InJcRHpF5KPANmA/gKp+Q1W/AbRleiLGmLnPAhhjzLSJSAmJTrj7VNVNk307yeAi6S3AM6rakUt5IvIB4LeAtwN1QDlwH5dbYIwx85BvtitgjJkXdgBeoEhEfn+S9EFV/ZdRefcDiEg1cDvwu7mUJyKVwF8A96nqvmSZnwUeBA5N64yMMXOaBTDGmHy41F/l2uTPeE8DowOYSx1430jifehbOZb3GqBLVV8YlbYEOKGqw5lX3xhTaOwWkjFm2lT1X1VVUvzcASAifmATl28hvQXYr6pncykPWAB0MNY7sdtHxsx7FsAYY66kTUBIVc8nf38e+INplHcE2CkiN4pIkYi8H3gbo/rYiIhPRIpItPR4kvkC0zimMWYOsFtIxpgraaT/C4Cqfmw6hanqcyLyCRIT4PUBPwQaGdsC80fAR0b9Pgw8ReL2kzGmQNlaSMaYK0ZEPg54VPWDs10XY0xhs1tIxpgrQkQqgDcBP57tuhhjCl/BBTAi8mkRaReReTNEUkSWJdeGOSoih5PzWhS0ZD+Dl0Rkf/Kc/my265RPIuIVkb0i8r0p0u06HbvvzwBHSYw2+v4MVTEn8/laTXedJvPYtVogrvZrdcI+hXYLSURuJzE75+dUdets1ycfRGQxsFhV9yRX4H0V+BlVPTLLVctZchG9UlUdTI48eQb4wLjhrgVLRH6TxPDeClV9wyTpdp0WiPl8raa7TpN57FotEFf7tTpewbXAqOrTQPds1yOfVLVVVfcknw+Q+KbaMLu1mh5NuLQwnz/5U1jR8hSSa/e8HvjUVHnsOi0c8/VazeQ6BbtWC8nVfq2OV3ABzHwnIiuBa4AXZ7kq05ZsEtwHtJNYabjgzynpEyRmjk03Zf68NZ+uU5i31+onuMqvU7BrtUB8ghyuVQtg5hARKSMxQ+kHVbV/tuszXarqqOpOYClwvYgUfPO0iLwBaFfVV2e7LrNlvl2nMP+uVbtOE+xanfumc61aADNHJO9nfh34YnLl3HlDVXuBJ4EHZrcmeXEL8CYROQd8GbhLRL4wu1W6cubzdQrz6lq9qq9TsGu1gOR8rVoAMwckO2b9J3BUVT8+2/XJBxFZICJVyefFwD3AsVmtVB6o6odVdamqrgTeAfxEVd89y9W6IubjdQrz81q9mq9TsGu1kEznWi24AEZE/pvE9OMbRKRJRH5ltuuUB7cA7yERee5L/rxutis1TYuBJ0TkAPAyiXu1GQ+PK3R2nRYUu1btWi0UV/W1Ol7BDaM2xhhjjCm4FhhjjDHGGAtgjDHGGFNwLIAxxhhjTMGxAMYYY4wxBadgAxgReXC265Bv8/Gc4Oo+r6v53AvRfDyvTM/paj73QmPnlVCwAQwwH1/A+XhOcHWf19V87oVoPp5Xpud0NZ97obHzorADGGOMMcZcpQp2Hpgi8ehCXzCjvNHly/N23PZprqbhDw1MmebEQ3h9JZOmCZLVcVRjWeXPrMzcrhXXCePxFmW1T2IizWmQVLH51Gkp/87jygwPNQ2qanmqapSVluq6detSZRkRH5r62siFxiLT2991pkzrGQxRXTbxWhWPN6tjuNHM66jxzK5pNx7PrDxn4rpxfdE4lQFfyjxjykiz9FzKyxBI919Kp34JcFKl6eXruMkJp71OAbwiWiKZvX6rN67NKF+mNNXJpNs3xYvQ3ddPTWXF5IludmtciteXPtNI5gzfvzLMN/79sKunl9rqqtE5MigkTXq6t/eU+6d638z8vfzA4SMZXauXZPGKzC0LfUE+XLUyo7xNH/v3vB33H380vYBv2b4nctpPPNm9VPFwR8Z5NdW75Oh8bmYfDPmQ7nwlzRutZ4pAMFH21IFvquOKr3TM70ef++3jKSsBrFu3jqd+/Hi6bAB0vvSTjPJlKtxydlr7O4PZR+ve8sqs8ocvnM44b6TjYkb5ol1dmeXrTR8wRvvCKdNjw6k/BL3B1BGMG0/9fhLunzp9oH/q/wMDkcvH/c3eo2mvU4AS8bKzKLPX78uf+1RG+TIVz+Fau8QJh3Laz40MZ5XfV16VcV5PsDizfD5/RvkkTb5MgivxpA4k1E19LabcP8UXl1RfasQ7Nm3Rxm0ZXasjh80mszHGGGPMXGABjDHGGGMKjgUwxhhjjCk4FsAYY4wxpuBYAGOMMcaYgmMBjDHGGGMKjgUwxhhjjCk4BTsPDCgeT2ZzsiyrCOTtqJtWDk1r/9NDd+a03+LmrIbHZ/XCqjO9Cc+ylsFkWWnngUkxl0taqcpOVbcsJ+O7JNVEW6P5K2tzKn8qkYuN09rfzWEivGjjqazy+8qmmGRsEp6+nozyiT/Dqz+DCbbSzXUWSzOVyEB3mrk10lZh6gypJsGb6elJpzPx3GQ8RVPP25SO+HN8f8/i2gNwhnObbyaldDMdjmRL/Z6Zbo4XIOVcLQAeX3aTUGZKMjzHXFgLjDHGGGMKjgUwxhhjjCk4FsAYY4wxpuBYAGOMMcaYgmMBjDHGGGMKzpwJYETkQyJyWEQOich/i0huQz6MMcYYM+/NiQBGRBqA9wPXqupWwAu8Y3ZrZYwxxpi5ak4EMEk+oFhEfEAJ0DLL9THGGGPMHDUnAhhVbQb+HmgEWoE+VX10fD4ReVBEXhGRVwbd/E6kZEwO6i5dj8mfB2HsddrV1TXbdTRm0usUxl6rsRmf/s6YtKa8ViczJ2biFZFq4M3AKqAX+KqIvFtVvzA6n6o+DDwMsMJfZP/bzGzrVNVrx28cfZ1es3OnXadmtk16ncLYa7Xc47Nr1cy2Ka/VycyJFhjgHuCsqnaoagz4BnDzLNfJGGOMMXPUXAlgGoEbRaRERAS4Gzg6y3UyxhhjzBw1JwIYVX0R+BqwBzhIol4Pz2qljDHGGDNnzYk+MACq+hHgI7NdD2OMMcbMfXOiBcYYY4wxJhsWwBhjjDGm4FgAY4wxxpiCM2f6wMykW05MmBMvZ9+tumVa+19syG0CvibPhqzy1/cszThvoO9UttWZHm8Gy1yJN016mkvXk/9LW9PVadKdFHXcjLIGFyzJvvwUQuePT68Akax30Wgkq/yhcyczzusrr8wonycQzCyfL/33t3R/Ak0zc0o0mvoYoUjqAyjZvwYAsRme0aX3lZ/ktbyqa+/KeV9P8Mosm+ctLss4rxMOZZRPPBm+vukuRE/69yZJk0e8adJzeD+YadYCY4wxxpiCYwGMMcYYYwqOBTDGGGOMKTgWwBhjjDGm4FgAY4wxxpiCYwGMMcYYYwqOBTDGGGOMKTgWwBhjjDGm4FgAY4wxxpiCYwGMMcYYYwqOBTDGGGOMKTgWwBhjjDGm4FgAY4wxxpiCYwGMMcYYYwqOBTDGGGOMKTgWwBhjjDGm4PhmuwK5UhWGo5nFX24smrfj1lXJtPZfVKU57ee6Tlb528tLMs6roR0Z5VvS1p02jyceSX88z/QvO9cbzH1fj3fax8+Uui6xoYEM82b3GqfjK6ua1v4eXyDrfVSzu77daOb/N4fOns4on6+kOKN84kt/HYg39f/3dKfruqnTh93U5Q+nKD/VoXO5krziodaX2d+OPP8fms61L/7sr1MAyfIcxJt5fk+wKKN8bjT9+yWAeKb3uQMgkvrzUiTNMVLtn27fGWItMMYYY4wpOBbAGGOMMabgWABjjDHGmIJjAYwxxhhjCo4FMMYYY4wpOHMmgBGRKhH5mogcE5GjInLTbNfJGGOMMXPTXBpG/RDwI1X9OREJAJmPAzbGGGPMVWVOBDAiUgHcDvwSgKpGgfxN3mKMMcaYeWWu3EJaDXQAnxGRvSLyKREpHZ9JRB4UkVdE5JVBN37la2nMWHWXrsfkz4Mw9jrt6k4/+Z8xM2zS6xTGXqtRTTPrnjEzb8prdTJzogWGRD12Ab+hqi+KyEPA7wN/PDqTqj4MPAyw3Fec25S2xuRPp6peO37j6Ot057Ztdp2a2TbpdQpjr9Uqb8CuVTPbprxWJzNXWmCagCZVfTH5+9dIBDTGGGOMMRPMiQBGVS8CF0RkQ3LT3cCRWaySMcYYY+awuXILCeA3gC8mRyCdAd47y/UxxhhjzBw1ZwIYVd0HZHzvyxhjjDFXrzlxC8kYY4wxJhsWwBhjjDGm4FgAY4wxxpiCM2f6wGTLVQhlOO9ScOGyvB233ued1v61ZblNwOdodlM0lBQ5GecNl0lG+drKqtPm8XWlL6s4kv5v4HVTv7iOJ3XsnS79ylHUzey1iHS05PXI/uq6ae3vKcp+NQ/xZfmWksV17QyHM8o3fLEno3ze4PTf/iTN5Z7u9NKd/XCKHGHyO/GcHw8LpCijvNXX35PXY8f6c5/w0Vs0Yc7TjIg3u/dy8WZ+vWRatscfyCifxtO8Z6a7EAE8mb3P53IMkdl5v50r7/LGGGOMMRmzAMYYY4wxBccCGGOMMcYUHAtgjDHGGFNwLIAxxhhjTMGxAMYYY4wxBccCGGOMMcYUHAtgjDHGGFNwLIAxxhhjTMGxAMYYY4wxBccCGGOMMcYUHAtgjDHGGFNwLIAxxhhjTMGxAMYYY4wxBccCGGOMMcYUHAtgjDHGGFNwLIAxxhhjTMHxzXYFcibgkcyyRjtb8nbY333DvdPa/0vHL+a03zePDGeV35vh3wYg7NeM8pUGnbR5egPpY+Lu3vSXXSCSUZVy4uQYtnvdHHbyePCVlGWU1RkO5XCAqUXaL0yvAMniIkry+PzTO2YK6mb2AsSG4hnlG2yLpc2T7nTSVSnd/ywnTYZU/+MiMvXOcc3+Yg1rnGOxnozyqpP+vSAbVVuuy3nfaH9mdR7PjYSzyi9eb+Z5PRnmzfD/mHjTvGe6eXg9JPUbo6RKz+G9Ih+sBcYYY4wxBccCGGOMMcYUHAtgjDHGGFNwLIAxxhhjTMGZUwGMiHhFZK+IfG+262KMMcaYuWtOBTDAB4Cjs10JY4wxxsxtcyaAEZGlwOuBT812XYwxxhgzt82leWA+AfwuUD5VBhF5EHgQoErmUtXNVapORF4Z9fvDqvrw6Ot0aUPD7NTMmMsmvU5h7HtqMM08IMZcAVNeq5OZE1GAiLwBaFfVV0XkNVPlS57IwwBLfcWZzb5mzMzpVNVrx28cfZ3u3LHdrlMz2ya9TmHstVru8dm1ambblNfqZOZKyH0L8CYROQd8GbhLRL4wu1UyxhhjzFw1JwIYVf2wqi5V1ZXAO4CfqOq7Z7laxhhjjJmj5kQAY4wxxhiTjTnRB2Y0VX0SeHKWq2GMMcaYOcxaYIwxxhhTcCyAMcYYY0zBsQDGGGOMMQVnzvWByZQAfsksrzpO3o4b7e2c1v4/v2t9Tvt1DR/JKv+z52MZ5w1HM8yXQZF+n5s2j9eTfrqJvn5v6gzpD5ObFOVqDscU8eANBDLL601zzllyw6Fp7R+5eCH7Y0YzvJiSxJv/71Ca4X/34aH0byCqGb7JTMFxp7k/U/9fiaQ40Qj5e8+bjLr5LV+deM77FtUsyGm/SG93Vvk1nsW1LZm97pLp5IHpysugHM3lDSwPxDNz7STWAmOMMcaYgmMBjDHGGGMKjgUwxhhjjCk4FsAYY4wxpuBYAGOMMcaYgmMBjDHGGGMKjgUwxhhjjCk4FsAYY4wxpuBYAGOMMcaYgmMBjDHGGGMKjgUwxhhjjCk4FsAYY4wxpuBYAGOMMcaYgmMBjDHGGGMKjgUwxhhjjCk4FsAYY4wxpuBYAGOMMcaYguOb7Qrkyu9VFlXHM8orXm/ejhsPDU5r/xJ1ctrv7VuXZ5X/TM+ZjPO2D2i21ZmW8uL0x4vG3dTpUUmZ7qbYXd0U+6YI6VOVOfXBFDcWyyirxxfI4QApuNN7Xd1YJOt9whebssovnvz937xENbPzdpz039+GI6nzeD2pj+WkuWbSvYO5TF1+qrSo5nKxZk7j0fyW5+T2vjgdgYrKrPJH+3rzXwlJ/T42ks2Th7aG6f6JU9Q1L/XLgbXAGGOMMabgWABjjDHGmIJjAYwxxhhjCo4FMMYYY4wpOBbAGGOMMabgzIkARkSWicgTInJURA6LyAdmu07GGGOMmbvmyjDqOPBbqrpHRMqBV0XkMVU9MtsVM8YYY8zcMydaYFS1VVX3JJ8PAEeBhtmtlTHGGGPmqrnSAjNCRFYC1wAvTpL2IPAgQJ13zlXdXH3qROSVUb8/rKoPj75OlzZYHG5m3aTXKYx9Tw3KnPg+a65uU16rk5lTUYCIlAFfBz6oqv3j05Mn8jDA6mDRlZ0+1piJOlX12vEbR1+n1+zYYdepmW2TXqcw9lot9/jsWjWzbcprdTJzJuQWET+J4OWLqvqN2a6PMcYYY+auORHAiIgA/wkcVdWPz3Z9jDHGGDO3zYkABrgFeA9wl4jsS/68brYrZYwxxpi5aU70gVHVZ4DMluU0xhhjzFVvrrTAGGOMMcZkzAIYY4wxxhScOXELKReOC4NDmcVf4vHm78CuM63dnXA4p/0qioNZ5V9X4884b384mlG+6PROfUQsg3KKAqlHdLpu6v3j8anvSLrkOFo0h3BfnTixgd7Mig8WZX+AmeRk/4K70cyupUtU8z9yN9MiM8kXc1Lf2U6XnuYyTXslpiw+xc65/FXrfD5+paYuo7xuNJLDEWZIjteQZDnvjcef+XuqG49nVgdPhnWQND0sMvkbpCtjNkyzTtYCY4wxxpiCYwGMMcYYYwqOBTDGGGOMKTgWwBhjjDGm4FgAY4wxxpiCYwHMLPn6t7/Dhl0Zr1lljDHGmFEKdhh1IXNdl+/+8IcsWbx4tqtizJS6hob5na8/ic/jwesR/uJNt1JXVjLb1TLGGGAetsB8c7CDx0PdGeV95999klOt7TNco4m+9u3v8MbXvhaPZw6Oyzcmqao4yKfe8wAPv/t+Xrd1Nd/ef2q2q2SMMSPmVQAz4MZ5IdzP7cVVGeX/xbtv5l+/9+SU6V966iXe/tGH2fXBv+QPP/+tCem9/QM8+Id/zsb73szNb/sFvvXYE2mP6TgO3/7+93nLG9+QMt/A4CB/+bG/47o77mTFlm3cfPNN/NEf/SFdXV1pj2Hmvr/8h3/k/3328wBce9d9PPXc81PmfcMvv4/jZ85eqaqN8Ho8eJITTYWiMVbXVV3xOpjZ99W+Dh4d7Emb783/57c4ca5xyvRP/NeX+MR/fSmfVZsRf/PRj/E3H/3YbFfDZGBe3UJ6brifrYFSAhnOsHjntg38xZe/R0ffAAsqyyek11eW8+ADt/Pc0VOEYxNnVvzjf/wX/D4fr37ryxw5dZr3/t6fsHntKqoqKvi1P/nLCfn//c//iBdfOsibX/96PClmYOzr6+fN73gnK5Yv48uf/TRrVq3iTHsnDz30EE1NTdTW1mZ0fmZu6uzu5qvf+i4vPPaDjPL/759/O//w8Gd4+G//fNL0z371G3zl+z/i+OmzvOneu/jHP/nwmPTeoRB/8l9f57kjJ6kqK+WDb7mfN9ywM6NjH2/r5m9++AIDkSj/8o57JqQPRWJ89vmDPH70PN2hYSr8Xm5qqOWXti+nqiiQ0THM3NXvxHku1M9HF61Km/dX/9db+MfPfpF//9MPp817yWAoxL9/6Wv88LmXae/spLammnvvuovf/dAHqcvhfa619SJ33XcfRw8eAGBgYJCPP/QJvvntb9PR3kFNbS3333sPv/87v0NdXWazDpu5a14FMIejQ9xcXDHy+4+GuvjpcB+h3/obFlVX8P433sXdOzaNpAf9PjYvW8JzR0/z5ht3Tijvnp2JvIcbWwj39o9JCw2H+eFTz/Lof/0HpSXFXLd9K/fcciPfeOQn/P77fpmv/+vHJ63j8R89ycEjR/jaN7/FmXPn+PCf/hl/86cfGZPnj/7iL6iqquIz//5vI4HO4sVL+Nu//WhOfxczt/zPN77F3XfcRnFRZksH3HvbzXz4Yx+nrbOLhXUT39QX1tXx/ve+h6deeJlwZOIU73/5pW/j93l56u//kGMXWvk///xZNi5bzNolC+noG+BD//HFCfv84/veRSmwYWENn/2l1/HY0XN89vlDfPiBG0fyDISj/O8vPkJDVTkPvf1ultdUcO7YcT538DwXhyIWwMwDz4b62V6U2ZfCe2++nj/6xL/R3tVNfW1N2vz9g4O84zf/kOWLF/I/n/8v1qxaRXNrK//w0D9xoak5pwDm0ccf4+677gKgt6+PN7z5zaxYsZKvf/nLrFmzhuaWFj729/9A44UmC2DmgXkVwDTHIyzyXn7TXOAN8DvVy3ngI+/i0b2H+fB/fZPvf2TpmNaW1YvqON7clvWxzlxowuPxsHrZ0pFtm9as5sX9B1Pu95EP//7I87vf+KYJwUtzSwtf+ea3+N5X/idlK40pXD9++hl+/mffMmbbvoOH+MM/+0vau7q47/Zb+evf/RBFwcT6V0XBINs3rOfpF1/mba9/YEJ5r73zdgAOHD1Oa3vHmLRQJMpjew7z7T/9AKVFQXavW8mdOzbxnRf28ptvfYAFleV84ffeN2k9e9sdAr7EOmJlQT9FvrFrin388ZepLA7y0bfeMXKrqb40yG/fuD6Hv4qZiw6Eh7ittHLk9654jC/1dfBbb303rqu88a7b+PP3J66fYCDA1nVr+Okre/nZ++9OW/Zf/Nt/UlVexr995PepWpVo4WlYvJiP/+3f5FzfRx//MW9/288B8Ad/9EdUVVXz+c98euS9tGHJEh76+D/kXL6ZW+bVJ2RIHYpGfVPYXVROldeHxyM8sHsryxfUcPB885h9SoMBBoazX2AxNBymoqx0zLaKslKGQqGMy/jxd78zYdtTzzxLbU0N1+3eNeV+73vf/+Zd73rXyO8f+9jH2LZta8bHNbPr2ImTrFm1csy2r3/3+3zhob/jp1/7Emcbm/inz3x+TPralSs4cvJ01sc639aJ1yOsXLhgZNuGZYs51ZI+aD92sZsHv/Aj3vfFR/jvl4/ynhu3jKRd7B/ih4fO8Gu3XzMSvJj5pykeZZEv8aXQVeWhrmbqvD5++sVP8cJXPsMbk8HzJWtXLOPo6XNpy21p7+Cbjz3Bb//ye/L2RS0Wi/Hc889z5x2voam5mS9/5av8yR/+gX0RnMfmVQtMqXgJ6+X1X58f7uPx4R76fudvgcS30d7BsQHGUCRKeXH2qwCXFBcxMDS2rIGhEKUl0xtm2tHZydIlS1LmaWy8QH194gOpp6eHvXv3sGHDhmkd11w5fQMDlJWODX5/5V3vZMnCegB+473v5o//4Z/43ff9fyPppSUltOfQgTsUiVA27vouKy4iFE6/mvD2pQt4+N0TW3wAXjrXSlVJEduXLpg0HeDrx5p5urGTi0NhinxeqoJ+blpawzs2L8vuJMysGXYdipNfCs9Ew/S4Dv+rcgElyWvqum2bx+QvLS6mozv9KNBn9+ynpqqSXVs2psz33vf9GgMDg3zti4mA/q8+9nd85vNf4NTB/RPLfP55tm7ZQnl5Gd/+7neoq63l+uuum7Ls//fJT/Kd736PxqYmSoqLqaut5f777ktbdzN3zKvQtMEXpM2JAdDlxPjCQBvvLKvnpx/9XZ77u99n7eL6CcvMn7nYyYaGhVkfa/WypTiOw9kLl1t0jp4+w/qVK6ZzCjQ0LKG1rQ3XdSdNj0aj+P0+ysrKGB4e5pOf/CR33HEH69ZZs32hqKyoYHBoaMy2JYsXjTxvWLSQts7OMelDoRAVZWVZH6skGGRoeGywMjQcoaQomHVZo3UPDbOoojRlnp/d2MBD9+3gusXV/PYN63jovh0WvBSYEo+X4eSXwm4nTp3XhzdFi9vQ8DAVpemv086eXpbUTx38XnK+8QJ+f+J7dk9PL6/s3cumKb6sPfbY49x3T6KjeXtHB0uXLp003yX/+1d/le9/59vc9ZrX8NDH/4Hvf+fbvP/X/2/aOpm5Y14FMFuDpZyIJlpFIsn/dGWexMX/zef3TpjzJRqLc+RCCzdtXDNpeXHHJRKL47ourqtEYnHicQdItMA8cPstfPzTnyM0HOblg4d57Jnneev9d03rHO5PdkD7849+jIGBAWKxGEeOHeO3f/u36Orq4tSpU6xevYa1a9eyd+8eTp48QWVlpbXAFJDNG9Zz+tz5MdtaWi9efn6xnYXjOhieOneezesmv05TWbGwjrjrcr7tckB0vKmVtUuyD9pHW1RRSsdgCFfHfyWY6FxfiJWVNgFeIVrmD9IWjwJQ4/XR5cRxUrzmp85fYNOalWnLXVK/gLbOrim/qMHlL2vlZWWEhof5t09+krvuuJ3169ZNmv/Rxx/n/vvuTdS7YSmtra0py7/k2PFj9v5ZoOZVAHNTUQWHokNE1WWJL8i9JdV8tOc8r/nw33OypZ2dq5ePyf/EweNct24l9VUTh1ADPPyjp7n2Q3/Ffz72LN97+QDXfuiv+OfPXZ7H4C9/89cJR6LsevPbef+f/S1/+Zu/wfpxfRuyVV5ezje/9AVOnznL9XfexbprdvOrv/EB6uoWUFtby/Hkf7Z169bxx3/8J/zqrz7I8eMn2LDBWmAKxT133MbzL78yZtunv/RlWtvb6enr55//6wu88Z47R9Ii0SgHjp/gtusnX3oiHo8TjkSSgbZLOBIhHk8M+y8JBrj3mi3883ceIxSJsufUOX6y7whvuvGaaZ3DrWsT327/5Yk9DEaixB2XU+09fPT54/SGo2PyDkbjlAf90zqemR3bg6UcjwwDsDpQRJXHy1f7OwkNh4lEo7xy6MhI3kg0xqGTp7l198605d51Y+LWzkc/+V8MDIUSX9SOHuP9v/07dCZvlZ44dYq1q9ewbu1aXt27l+MnT1JVWcmmSd7rzp0/TyQaHQlu7r8/cSvoI3/+F/QnvwgePnKE//uBD9A5rnWzr6+f6qqqrP82ZvYVbB8YVSHmjG3KDOLn+mAlTw71cWdxDa8vruf1xfVsvLkEiMKmWhhopu2RxG2fT/30GL+1YwVtj3x30mP8rA9+9o1jO9Ou/aWfR91EK0xlWQkP/+Ufja1XMm061q5ezec/+f/GbIv6E/ecT5w4wY033Mi6deu45567uenGG3nooU/wwQ9+AK/Hw/79+/nEQ59g+xvfztI1k39TGc+bYRibSb5YBuVk0qcu3bHSlZFrv70MvrBlRQF1xhb6c298A/e89W2EhkIUFxWhCm993Wv5+d/4Ldo6u7n3lhv4v2//GeKhAQB+9OQz3Lh9K3WlwZFto33is1/ioc/998jv3/jRY3zgF97Jg7duB+CP3vVm/vizX+f23/pLKktL+ON3/UxGLTCa4pt2acDPv77zXv75iVf52f/4FpG4Q31FCTfXl1Pp942cc0coQm1xYMLf4BJ3kvmV5pJ0l0O69qd0DVTp9pcUGeIp9ta0JU/k8UJ51dgzvq+sjN8+3Uigopagx8MflC7m0xc7ueUd7wUR3njL9WxfnBju/KPnX+H6TeuoljjRromdxJ1Q4rZptKuNIPDZP/ogf/eFr3Pne36ViKM0LF7Ma++7l9qaGlSVI8eOs3HDepYvXcrv//FH+Pu//iu++8Mf8tr77mXPvv18/J//md/90AfZdd31PPrYY9x3z+WRTxXl5Xz3m9/kT/7sz9h1/Q2Eh4dpaGjgda99YMzw6ZbWVhYtWjS+qpMSjzd9phFX+LrOoCO9pHlT1Hy/+Y0ceOY6+ec1gBGRZUA5MKCqF/JZdqbeVJL+vuol/3Jb6g5kc9Hx48f5xV/4RRoaGvijP0wET52dndTWJN5EduzYwQP3P0DLbFbSpFRbXc3b3vRGPv+Vr/LgL7yHVx7/EQC/+qZ7J83/ya98k4/+zvunLO+Dv/TzfPCXfn7C9tCpQwBUlZbwz//3PXmo+Vgrair4+5+9c8y20PmxMwaftdtHBa3C5+WOqgoe6+nnDbVVLAj4+b3li9n2kd+bkPfT332Uv3rfL2Zc9qoli/i33030Oam9ceK1f+z4cW664XrWr13LvXfdyY3XX8ffP/RP/OZv/Dq1NTW87v7LHW4fffxxHvyVXxmz/9q1a/jS5z+Xsg5Hjh6dsk+NmfumHcCIiB/4G+C9QBUgye09wKeBP1TV6JQFmKz812f/a8K2xx97fBZqYqbjDz70gYzzfuvfCnfeinN9IVZWWABTyN61MLMJ5b7613+Q1+MeO3GSX/6F99CwZAkf+YPE7L6dXZ3U1kycJO/Wm2/htltvzf4Yx45b/5cClo8WmH8FtgLvBPYAvSQCmV3AR4B/Bv53Ho5jMnD27Fmeevop+r1F1C1aQlFp6pEixsyk/7WxYbarYOaI67dkFyh88dOfmrDtyR/9EIAz587xxNM/5diJk6zduIkPvv83cqrTr/+fX5uw7dZbbsmpLHPl5SOA+TlgnaqOnqSiE3hURPYCJ7AA5opZtWoV//av/8ZXD2Q/6ZkxxsyUG7IMYFJZvXIlD//zPwHgL8nvl7TbbrUAplDkYxSSMnUg5CN9PzVjjDHGmKzkI4D5AvBDEXmLiKwSkZrk41uA7wKpe1ElicgDInJcRE6JyO+n38MYY4wxV6t83EL6TeAPgU8Ay0i0uAjQCPwn8NfpChARL4m+NPcCTcDLIvIdVT2Sek9jjDHGXI2mHcCoqgP8OfDnIlLJ5WHUfVkUcz1wSlXPAIjIl4E3AxbAGGOMMWYCSTVZ1ZQ7JVpMVgLDqjrtKUdE5OeAB1T1/0v+/h7gBlX99XH5HgQeTP66FTg03WPPMXUkOkDPN/P1vMZfgw+r6sPjrtMNwPErXjNjLht/DT6sqg+DvacWsPl6XpO+p06VOesARkRuAb4G1Cc3DQB7SQyhvvRzTLMoWETeBtw/LoC5XlWnHBsnIq+o6uRzqxeo+XhOYOdlTCGYj9fzfDwnsPO6JJdbSA8BZST6tkRIREy7gdtJ9H1RYAioyKLMJhL9Zy5ZCjaZrDHGGGMml0sAswn4qKr++eiNyf4vu0gEM7sm2zGFl4F1IrIKaAbeAUycG90YY4wxhtwCmItAx/iNyU67TyR/sqKqcRH5deARwAt8WlUPp9ltyvtiBWw+nhPYeRlTCObj9TwfzwnsvIDc+sD8NbBGVd+e1Y7GGGOMMXmSdiI7ETkgIp8Tkd8WkfuAzwAbRGRWb/Eke8/PK/PxnODqPq+r+dwL0Xw8r/l4TsZABi0wIvIqsBkIcnlZgEjy928B/wO8qKrnZ66ak9Zr3vXCno/nBFf3eV3N516I5uN5zcdzMgYy6AOjqruT875sBnYC1yQfdwJvSf6oiPRweTj1q6r6lZmpsjHGGGOudjlNZDeys8hKxgY115AYAq2q6p1+9aZWWlqi61atmjJ9OBIlGotSUVaGOvG8HVfjsYnbFPrDUUoCPvze3JeX6u4boKayHIBQNI6qUhr0T3ncVNzwMDE8RMRLicZS3it0Y9GJ28RDyFdMsRPG6zrJOjhpj6uuO2FbX9ShMnD5clDn8jWnQKS0Ao8TJxAOXd6e5rJ001TFmViNy2kqE7ZpeQl4PWjv4JTLjzrjEtrdyKCqlqeqh1dESySz/wqrN63PKF/f4BDRWIyA309lWW4r8WZUhkz8OwH0DQzS29dHVWUlleVlYxMnef0B+oaGiMbiBPw+KktHH2/iH7tvMEQ0Hifg81FZVnI557iLon9oeCRfRWnx5OeQKt+4Q/eHhunt76eqooKKkuIJmfpD4cvllBRNPE5omGjcIeDzXt5/VJ37h8OX04sn2T9FevZpmkyL0HKxjWg0OvmLaUwBm9ZSAqp6DjhH4lYSACJSQyKQmVHrVq3i0W9M3cjz6DMv0N7dzbvf9Doi3RMGTeUs2tU6YduZrn6eO3uRBzYuo65s6jdSANz0AaPjunz94FkaKku5ZeUiAGI97VnVc/DYXl70L2JQAtwZbUwZwIQvNk/YdrRmLa1lC7ml+WWCTiLAiXb3pj1utH84bZ7Y4OVgrGfRMs7uvp1lB19kQeOpke3xcOq/U3go9ftx/8DUZ9wXHZvmrFpM9Gdux/fKMcJP759yv0HGfjh/ov942hl2S8TLzqLKdNkA+Mr/fCGjfG1d3bx69AS7N61nYW3NlPlEpv4bXOzq5tUjx9i9eSOLpipjigDmYlc3rx4+xu4tE/d1o5HJ69zdw55jp9i1cS0La6pHtmt8YvDc1tPHnhNn2LV+NQurL//t1HEm5Nt76hzXrF05Nt+46La9t5+9pxu5Zs1y6qtGTU81LiBq7+1n75lGrll9Od/ooKm9t599Zy6wc/Wyy+Xo5WuivW/gcnryi8joOrf3DbDvXAs7Vy4ZSR9dh/a+Qfadb2bnigbqK8uSyYny2/sH2X++lR0rFlNfUTZm3/b+QfY3trJj+ei0S/sN8bpffX8/xsxD02qBmU07t27RVAHMF77zQxbUVHH/rTfNeADz1KkWOoeGeev21cgUb/ojMghgGnsGefpsK3etXcKSisS31WwDmIvHD/FUYBnr492sc3pT5h0fwIS9QZ5ruJYlgxfZ2H16ZHu+AxhXPBy94w2I47Dppz9ARn3bvVIBjBYHCb/nfiQUIfjfjzEYn7rpZpIA5tV0fQvKPT7NOIB56bGM8mUqVQCTYQFZ7zJVADOVyQKYKfM66VsAYWIAM3XG9P8X074/aoqmPjKoc5ryNVX5qfYdtd+qe34m7XVqTCGa5jvc3BSORBkYGqJ+1De9meK4Lq39QyytKksfvGTobHc/RT4vi8pL0meewnlPBaLKcmcg+30rlgKwoq8p5+NnonPFOiKl5TQc2zsmeLlSFIjecy0EAwR++AKS6r6TMcaYOWVeBjAd3T0ALLgCAUxrf4i4qyyrKkufOQORuENz/xAra8rx5BgQxV2lyVvGYneIIBl+G02Kevy0lC1k0VA7xU5236azoSK0rd5MeUcrFR2ztGpEaRG6sAbfswfxdGWzeLoxxpjZNq0+MHOVCCxaUHtFApigz8uKmnIWlqfp+5IhVWVTfTUrq1P2DU1rY7ybKs0+APG7MbZ2HqM0FkqfeRpElfXPP4qKh9nqXShDYYKf+yHEsgvyjDHGzL55GcAsXbSQpYsWXpFjLSgrZkG6jrtZKPL7uKahblpl+DzCCjf7W0eQWI1zwXD3tI6fjuvx4HFdgsNDM3qcVOLrl+E91YxE8zdCzRhjzJUzL28hOVMM5cy3UDTGYCS74c2py4vT3DeEO42O1d0Rh1P9EZwc2jWayxZxumrFjPdGOb/9Rk7vvn0Wer0kOOuWEnv9zThbph6Gb4wxZm6bdwHMcDjCp776LY6dOTfjxzrW3st3Dp0llqfOn6e7+nnidAuhabQKHO+LcKA7nHVw4CKcrVxOX7BiRm/pDJVV09OwiqLBvlm5deQWBYjeuRtp68Z76Mws1MAYY0w+zLtbSB3dPbiuS3np5RE8/or89YUJnbm8SPaFrn4WFPuRwV4yDTni/ZPfnlFVznQpdX7wdTYSHpfuxtK39IRduDDkYXVQ8Tv+DGsE6iqtZfVEfEE2dp5Apxjq7WQQWMVCU+dR4NzW7XjDYaoPHiYSmzrMSjdMOhJJHXvH3cn3H7hlNxQF8H39SdTVCYFePEXoF5OZbdnTeH5vZ83GFAkph/1Olj/DodGJvJn9fTIeRp3BlAZpz2c6w6Az2D/VMO2p/p9mVK4x88C8a4Hp6EmMQKqrntkOvP3ROAMxh6WlgbyU1xuHAQeWF+XeLnEuIijC6qLs3rwUaKxcRllkkJrhnpyPn07/giUM1i5kwZEDeDMIyPItsnIJkY0r8b50BE+njToyxphCNv8CmO4eKsvLCAYyb4HIRfNgYgKuJXkKYM6HFQ+wdOIM4xlxFc5GhHqfUp7lIg6dJbWEAiUs77swo7d12lZtIjjYT83pkzN4lKl5B0MEj5/D++LRWTm+McaY/Jl3t5Dau3tYsmB6o3gy0TwUpTroo9SfnyWfuqKwOAgBT24hRESh2AOri7K/zVEcC7Okv4X6ofzNWDyZNXueIlpUisxS87avs5fyR19gYIrbS8YYYwrHvApgVJVt69ZQXVmRPvM03bq4guE8ztx6V40QncbnerEHXlPh5nTruyw2xMauU+kzTpM3Hqd4sI+Zmx5vctFlC4msX0Hp03vwxGzYtDHGzAfzKoAREa7ZvPGKHKvI56HIl587cKqKiBDMsWEg7Cbmbwl6sl++5gxllPuLKY2lX8MoU3F/AN8kK1zPBvX7GLzresRxkAw6bRpjjCkMcyaAEZEPAf8fiT6lB4H3qur4wTgp9Q0M4vf5KJlkqfp8Otg1REXAx4ry4LTLirnK493K9jJoyLED7/Fh4XxEeF21iy+LIvrxc8RTxarSBazqbczp2ONdXLWJUGUNq/c9m5fypmvohm245SVUfv3HSBYjXowxYxUV16nrxpOLhAqIJ7n+m2fCcxBUvCCCiqDiwRVQSeyKJL5sJX4Uz5jfk1mEke2eMdsk8cildBmVnnjuQS7nHdkuyfIFQUb2BVDXTYzcUk2MHFNNjOK79Nx1gcTv6moyr5vMM+65m3zOqOcj5Sm4l58nyho5NCOH5NLvMvI8WQOUxOhJFXA18dy9tO3SoyqD6jyiqg9cuSvkypsTAYyINADvBzar6rCIfAV4B/DZbMp5du9++gYGeefr75+BWibEXJejPcOsrSzKSwDTHIEhB4pybMyJKzRGhUUBzSp4ATgtZXjVZWl/ftYiiviL6Fy+DnEdzlxzK8uOvII/klUMmlfxBdWEd6yj6OAp/K2ds1YPY+YD141R33A7Xl8xHk8Aj68EjzeIeIJ4fCWIN4h4i8BXCp4grr8U1xsk7gsQDgSI+j1EfeAEQXyKzwfBgOL3KUUBJeAFvw+K/OAf9TzghSK/EPAmnhf7hYBXCHqFYp8n8ej3EPR6CHg8FPu9BLweAl4PxX4f/uRjwOvB7/VSHPDh93oJ+LwU+f2o6+BEhnFjMdxYFCcSRuNR3FgUNzKcfBy9LfFcY1GcyDAaj+FGhtFYDDeeTB/13I3FcCORZPlx3HA08RhziIfjuFGXeERxYhCPQTQixONC3BEicSHmChEXokAMCOMSRYmJElaHGO7IY0wdwm6cmLo8M9w9851BZ9lcGoXkA4pFxAeUAFl/qnZ298z4CtQXh2K4CktLpx+8AJwfVsq8UJPjoKnGiBBTYU0wu9sjIby0UMIKhvC7+ekX0rhsMwvPHGHLT7+PLxqhZ+HykbTZuHkzdPMOZDhCyfMHZuHoM6etu4cfPvcybd25D3lv6+7hh8/nVkYu+7Z19/LDF16lrbs3fd6ePn708n7aelIPdW/v7eeRPYdo7+1Pna9vgEf3HqG9L/XyGu19Azy67+iU+dr7Bnh0//EU6YM8euA47X2Dk6f3D/LYwZO096dIPzR5env/EI8dOk17/8TlNzoGhnj8yBk6BiZPq62tXTfpAY3JIxEpFZFXReQNV+qYcyKAUdVm4O+BRqAV6FPVR8fnE5EHReQVEXmlq2fsm+dQaJih4fCML+DYNBQl4BHqiqffeDUYVzpisKJIRpoys6EKp8JClVepybI6JyUx4+4qzW3NpPGGi8oIFVdQ13QagMq2JjpWrKN1zRaAWZl1t+zHL1H+yPN4ojM250zdpesx+fMgjL1OYzMQuu05doqmjk72HMu94/We46do6uhiz/Hsy8hl3z0nTtPc0cWeE6fT5t176hzNXT3sPXUudb4zjTR39bL3TOrbn/vOXKC5u499Zy6kzne2ieaePvadbZo8/VwLLT197Ds3+XerfeebaenpZ9/55knT959vpaWnn/3nWydPb2ylpWeA/Y0T0/c3XqSld4D9jRcnpl1oS6RdaJs0LR6PV0x2nRoDICKfFpF2ETk0bvsDInJcRE6JyO9nUNTvAV9JcZy3iciLInIgWeZHplv3uXILqRp4M7AK6AW+KiLvVtUvjM6nqg8DDwPs3LplzCfDpQnsZjKAcVyXlqEoDaUBPDkEHOOdHU6cwsoc14LsjsOgC9eXaladdxXw4bKKAYpxyce608HIEBtPvjAy+2tlZyv+fc/Sum473UtWUtNyLg9HyUy8ogztGsI7GMI7OKOraneq6rXjN46+Tss9vrxHMLs2rh3zmFMZG9aOeZzpfXetXzPmMZVr1q4c8zhlvtXLxzxOZefqZWMep8y3aumYxwnpK5eMeZyQvqJhzON4O1YsHvM4IX354jGPY9MWjXkck7Zs4ZjH8Wk+n69/suvUmKTPAv8CfO7SBhHxAv8K3As0AS+LyHcAL/A34/b/ZWA7cASYtAOqiPwi8BvAz6hqk4iUAb823YrPiQAGuAc4q6odACLyDeBm4Asp9xqlvbsHEairrpqZGpJYZ6ki4GVpWX4mr1scFIIeKPbmFgzV+uHeSpeyLNvRBNii+Z2J1qNKMBomzOXbRSUDvVS3nqdjxXqKBvso6Z+5WX4viZeW0P7W+wgcPUvZM/tm/HizYWFNNa+9+brpl3FTbmXksu/Cmipee+PuzPJWV/LAdTvS5quvquD+XVvT56ss575rNmeWb+em1Ok7NqRIL+O+7SnSK8q4d9vUd3PqK8q4d+vk6fUVpdy7dfLgb0F5KfdsXj1lWldX1+zMHGkKgqo+LSIrx22+HjilqmcAROTLwJtV9W+ACbeIROROoBTYDAyLyA80uY6GiFQAHweuU9Wm5DEHgb+bbt3nSgDTCNwoIiXAMHA38Eo2BWxctYK6qir8vpk7pbKSYu5dVpW38uoCQl2OsZBqokd+trPuXgmjw7Ga1vNESstxfPkJ+lJREbrvuQn1eig+lP5WhTHGmEk1AKPvuTYBN0yVWVX/EEBEfolEy/ToSdLeArx4KRjKpzkRwKjqiyLyNWAPEAf2kmyCz1RFWRkVZWUzUT0gMSwtlsfF9s6ElLoAVGQ7dCjpxUEPAY+yq3RuzW0S9/nxxmMIiZYYARafOpRmr/zov3Yr0cX11Pz4OTy9+enbY4xJiEX7Dzef/d7sDSucOXXAfBymOJ35RCb7YEr7YaOqn51k8xZg3zTqMqU5EcAAqOpHgJw69QxHIpxvbmX5kkWUFM3MHDBdfX188/GnuHVx+bTXPxp2lD0DysZS2FqWfQAz4EBLDDamOdVuAtQQHQkkZpoCZ6+5DY8TZ82ep69ox91ww0IGdm2h5NgZSk6eJzwr3YaNmdfC87EvjYi8Ml/Paxq7NwGjO40tJYeRwUlDwJQ9PUWkEfh1Vf2OiPwBcK+q3plJwXNiFNJ0Xezo4okXX6F/cOIwwnw519yKq0pNcPox37nkpLcrc5y47lRY8EDKVadbKeKIVAGXg5eZbqvpqlnCQN0iKjonH2Uxk8RxCDa3UfXMdP7PGmOMAV4G1onIKhEJkJiX7Ts5lvUD4G0ishBARIIi8qvJ58uA54BtyX44a0jcgcnIvAhgOrq7ERHqqqpm7BjnWi6yqLZm2ssHqCpnh5UFASjL4fZRxIXzEWFZUFNOftcopazXxPwY3QQ4JhUclUouUEL+VnC6zPF4Obd8G8X93dQ1zvy6SuMFL3ay4HtP4InbbLvGGJMpEflv4Hlgg4g0icivqGoc+HXgEeAo8BVVPZxL+ar6MvCnwCMicpDE7aT6ZPJu4LvAQuC3gSeBV0Xk9mTH4ZTmzC2k6Wjv7qGmsgKfb2Z6tA4Mhejq7ePG7VtgeOJcC9loj0LIhW3FubW+nI0ILsK6FKtOt0WhhyDX0QXAYamiQUMocFGK8aqyhPytfQTQ1LCBaLCE9XueQa7gtHWDm9bgVJRR8dKBWVvl2pirRFb9EgvIVX1eqvrOKbb/gETrybSp6ueBz0+StBv4IvBW4BvARuCLqnpMRG5OV27BBjCqihuLoap0dPWwYski3NjkE5b5yyundawLjYmJqdauXUds3/Sm3e8fClEsQeojA8SzWO8wNtALwBI8+KWYYNfQlKs6F+FhAZU87VmAR5UKJ8SKaCLwKvGWctFbTl00hDcZaIg3s1YlnaJ1wxWhq3oJC9rOUdzWTro2kOhw+uBteDh1nYZjHpzKUvpv3oWvpQNvOLG+yUh6imamVL0QU008F80hMCsTP7f469NnBF5677uyLj+Va//jU9PaX3MJCDXL9r0sjqEZdqJXN7NWOM2krunql6YMTbeA6DTLn7rY/AfzyfmN5h07r1m1HjgBvENVYyLyP8nfM1KwAcwlQ8NhwtEoC2Zw/peVS5fiEaGqsoKOaZa1yhdlhTeKJ8c+pkFclmrqvj5FuOyMtDIkfs75q1kSvzwiZ0gSHZC9eWwl8aiyfd/jqHi4kmtQh+6+DlyX0sdfti67xhhTYFT17cmn7ujfRWQHcJuI7FPVH021f8EHMGUlxfzCGx/AIzPXnaeyopxtFRvzVl6uwUuzlFCkDrVTtr2MVaoxtkTbR36P4qHRX8V14cmnSs9FqLiCYGQQr+sAzhUNYIqfPYBbWoxnML+3w4wxxsweVd0PvD5dvnnRibc4GCQYyHE1xDRa29o5de48rjsTXV+z06AhqjIMXsZTICI+VsZ6KNH8rA3keLwc3XIrJ9dPOb/RjPK1dRM4M/m6M8aY/BORnSLygojsS66rdP1s1ylXOaz1UxBE5EMiclhEDonIf4vIzMwtMgfMiwBmJu07cpSnX3gpp8UWZ0I23ZQHxc9pfw3xZO+Qco2yIt6bt7o0L91INFjCkhabqdyYq8THgD9T1Z3AnyR/Lzij1vp5LYnp798pIunXm5jjRKQBeD9wrapuJfGR8Y7ZrdXMsQAmhXjcobGpmVXLl+W4WnTu/Uzy0QfvtL+WU/5anBl4mcPBUloa1lPXfp6K/isziaWNMTJm1ilQkXxeSe6Tm822kbV+VDUKfJnEgsLzgQ8oFhEfUELhvkZpFXwfmJnU1NpKLB5n9fLUq9iO1zwUpTviUOQVVpcH8WbZ6SWucGmKmFwDmSHx0+qrYEW8h2DacUHZa1y5FVFlxfmDeS/7EhUhVl+Dejz4+gfxDiX6ulggY8ys+SCJ+Tz+nsQX4LRDXeeorNb6KRSq2px8bRpJrCv4qKo+OsvVmjHWApPCmcYL+P1+li6euIT9VIbjLod6wvg9QuNglHODUc4ORDjdH2Egmj6QOBf382yklNPxAMMqiCQWbcy67v4aBGVVrDv7ndNwPB4igRKWNJ8gEJ25pVF6776R/uu3M7xuBV1vuouhTYnVeC+ts2Ry19bTx49e3k9bT/arkrf39vHIKwdo78183/befh559RDtvf2Z5d2TPm973wCP7jtKe1/qda/a+wZ59MBx2vsGU+frH+Sxgydp7588X3v/II8dSpU+xGOHTtPeP/kowY6BIR4/coaOgezTOwZCPH70HB0DoazTamtrp14CexIi8niy/8T4nzcDvwZ8SFWXAR8C/jObsueQnNb6metEpJpES9IqYAlQKiLvnt1azZyCD2BUFVc174stAnT39LKiYQleb+Y9T84MRFhQ5GNjVREbqoo42R+hN+IQirsc6BkmoqmjkbB6EEk87osWcyIW4FQ8wHnJfKHKIXw0+ypZGu+jSPPf+uJ1XbYefIKGpqN5L/uSSMNCYtWV1H33CaqefoWqn7zA4O7N9NxzE3Bl1naaz/aeOkdzVw97T53LYd/zyX3PZ77P6cbEPqcb0+c900hzVy97z6TOu+9sE809few7m3pU3b7zzbT09LPvfOoO3/vPt9LS08/+85MvhbG/sZWWngH2N06VfpGW3gH2N16cPP1CWyL9wuSTYe6/0EZL3+Ck6fub2hNpTe3ZpTW3EwgEKiYkpKCq96jq1kl+vg38IokJxwC+SuJWTCHK51o/c8k9wFlV7VDVGInXqlBbydIq2FtIZeXlAIhcnr7s4Mkz7Nq0Pm/H+NnXP5B1UNQdcdhUlej0fWEwyqqyABuSv7/UMcTFqI8VvqlHAW30R4hEhVJxqPfF6HB9nIkFqReXGo1QTvoRRC5Q6wyxJtaVVd0z0V2zmLKBbgKxyIzOfOvr7iXQ0YUbDOCJRAm0dVH/xe/Rc9/N9N62m8BT+8FxLZDJ0TVrV455zG7fFWMeM9pnzfIxjynzrl4+5nEqO1ctHfM4Zb4VDWMep7JjxeIxjxPSly8e8zgxfdGYxwnpyxaOecwmfcfS+jGPGac11BONRtM3e2WuBbiDxJTvdwGF2oN/ZK0foJlER9efn90q5UUjcKOIlJC4hXQ3MG8XiJOZmLHxSvjgBz6ga1atpDgYZGFtDcPhML0Dg7zpNbdOyJvLTLyqOmnH3Y6nvptyP1cVT3K/mKt4hZHfn24dYLnTx2Lv5EGRauJ2Ua/r4YITYJs/TLPj43isiCXxfvokwDVuZ0Yf2m4k81s70a7Mpufr6hxk/857qeu4wNpTk/+fCHWkP26oL/0ZDMSC9N22GxSqf/LCyHantJiBa7cSeGo/Eps6uEw1E+9wikt+MMVKUf0ytjXrk32nXk23iu1ib7H+YtnKVFlG3Lg6vy2INhNvukNfHTPxrnnt29Jep5kSkVuBh0h8+Q0D/0dVX81H2VeaiLwO+ASJkTqfVtW/mt0a5YeI/BnwdiBOYmHE/09Vc5t/Y44r2FtITz/xE+698Vo2rVpBwOfjdFMLDfUL8lK2qvKV73yfA0eOZb2vZ1TQ4/dcbh3qjsQJxd0pgxe43NelyuOiCsdjQY7FitjgD7NG+9nk9qQMXhQ4LRWEsxpsnRkFTq+5Fo/jsHwGO+72rVtLrLQUTzRG1U9exC0O0P7O1xOrSQShnlCY6OIFODVZtYobY/JAVZ9R1d2qukNVbyjU4AUSa/2o6npVXTNfghcAVf2Iqm5M3vZ7z3wNXqCAbyE5jkNVeTlVyVtJjRfbqK+pzkvZ7Z1ddHR3s90//T+PiBB3leG4y7rKIki9CsCIrf4wh2NFFItLgzdODChOM5qoQ4o45q3G4ygrMj1QhprKFjNQWceaEy8TiM3M/4e+9WvpuP5a/H39lOw5RsmJc9R+/2kGrtlEz/23EGhqI15bRaClHV9b/jsnG2OMKRwFG8CMt23dahYvqM1LWafPn8cjwqosh0+Ppqq4gFcEn0dYUpKYKTiaQVzhKMQQNvjDxDTRSOaSurlMgWOeako0xgpNPSojW8PeIKerVlDZc5EFHZl33MyGihCuq2XRkz/FE4/Tfs01xOprqHxmD+V7j1Jy8jzxqnLk+FkC7d0Mz2LjYXBVA+LxwJ5Ts1YHY4y52hXsLaRQOMy5lsu9/VcuWYwvi9FCU1FVTp9rpGHxIoqCwZzLaQ/H+W5jHz2RxC0jEcl4MrxzToBHw+XEVCj1JO6Bp3uhmqWUAQmwwe3N+4vqVYf6UBdrTu+ZsU6zokr98y9R3NFJycU2qh99DqekmM433ZXoyDscwSktIdA+uy0vgYYF1L7hNsqv2zKr9TDGmKtdwbbAhMIR2rq6Wbkk8zlaMnX/a27HzbHz3CWn+yOoQrk/u6DKVTgVD1LtcSj1ZNbB0QGOe6qo1AiLdeJcENMVcONs7j5JKJL/skcTVbyRxO0pX/8gVT95gdDWdXT+zN04FWVUPv3yjB4/HV9dFbVvupN4/xBd335iVutijDFXu4JtgVHVvPV5GU1EqK+rZdGC3DsED8ddmoZirCwP4MtyFt5Gx8+weljvy7yfiYOHOg2zMU0n32xFPH72LdhMyDc7a4F54g5l+44h8TjFJ85RcvzcrNQDQCrLqHvr3bixGF3f+DHu8LztF2eMMQWhYFtgAKqIEumcfFKp0bxFJXk7prekNG2ec+39KLC+vgpvcOwq2U6KmWtdhRNuKZXEqI0P4ozqsxvv751yPw+whcStlUtjnGJ9mc+S6gwPT7r92NIddAcriYeGiUcza31xMxjpGotNHma5Ph+e5FDZSDyRJ15fjUYdin/8CpFR4VmqYdIAQykar8IpJtyMyORpxRuWgUdo++rjxKeYiXUy1fWl/Nwv35hR3qYfPJNxuZlQZ3rDsjMdtjxmnyxbLjMd8pwsPNNCM8yWQXnTHUY9Q8Ok0yrQ6TGMyUbBtsB4PEJJMDDb1ZjAVeVUzxCLSoNUjAte0unFTwgv6zxDGS8f0BSood9bnENNU+sor6ezYhErO05TkmHwMh2Dq1fQ/LY3EKsoH7Pd195DxXefnvHjpzP88hFaP/9d4t3ZT71vjDEm/wq2BcbvmX6H3d7+AQaGhigpKqK2umr6lSIxxf1NDdVZL+AIUCMx7vJ0UZLh4ovDHj9HSxtYFO1l29CF9DtkKObxcXLxZsqG+1nadS5v5U4lWlVB123XE+jqwTcwsXVD4vlfDiEjPi/lD9xE6PmDOF19OIOTt1QZczW45+67tKurC/RSy5ImVw/Syy1NqiOtP+PzTLp95Lmik+RFx5U9Lo+OO+ZIXUbyMLH80WWP33/k3BhVX8alc/n5+OqO3w6gwqhdxqSN3n45PXlcGZ1Xx+XVcfvrmOcoDKrziKo+wDxWsAFMWXHuI4QAWtrb2Xv4KKHhMCXFRSysq2XXls14PIlGqalm4k1HRFhYln2fEUfBK1AqmX9YnypOdGBeOzz52iu5aqxbTczrZ1vjq3hmeH0z1+el4+7bkHicBT95dkaXJ8iKR6h4w234VywicuwcTpe1vJirW1dXN088+ijqxFHHwU0+quuMbFPXQePxMY+M3jZhewx1XdSJjSmL8eU68UT+5HN1nUQeZ/Sx3EnKH1cnx02WeSmvk9jv0v6Oi8bdkedu3EVdTTw6ijqKGwfXVdQBJ564C+jEBdcF1wXHufRccFxwko+uCg4Q10R3AYfELf9Ljy6afK44KK5o4rnq5W0ocVwcHfvcUTeRrpe3PTPcXTeb18uVULC3kKbbWfXwiVOsXr6Mt73ufq7bvo2LHV20dyX6kfT09XPmQuoF4iYzGI3zSksvoVh2LQaq8LxbzUG3PH3mS8fyBGkJVLM83Emxm359pGys7DjFtsY9lIfzO5/MZLpv3E2sqoIFP3kOX2jutHCU3nktgVVLGPzJy0RPZX8tGGOMmVkFG8BMV1dvL4sXJALU+toali1ZxP6jiaUDDp04SW9/9uufnewe5GT3INmuyt6Fnx4ClJN5p8nTxYvw4rIqPHEF2lwpgiMevOpSM5T/hSAnHE8Ep6SYigNHKG6dfIXe2VC8eyPF29cReukwkYOnZ7s6xhgzp4nIJhH5DxH5moj82pU67pwJYESkKnnyx0TkqIjcNFPHisXj7N66BZ/38h20HRs3EI3FOH7mLJ09PaxfuTKrMh1XOdMTYmlFMSVZLkFw2i0lgMMyyawFQoFSJ8zq4XYCmr/+IS3Vy3hlzS1EvVemc7SoUv/oU1S/cuCKHC8jIvhXLiFy/DyhZ/fPdm2MMWZGicinRaRdRA6N2/6AiBwXkVMi8vupylDVo6r6PuB/AZMuHCoibxORF0XkQLLMj0y37nMmgCGxwumPVHUjsAM4OlMH8vt8rF2xnOLiRF8V100MZbxx5w5e2p9YqLC8LP1w6dEa+0JEHJd1Ndnt16c+2gmyWkJ4M7wvJsDacBur89j6EvUGOFu/luJoCL8TzVu5k1Gg59odxMtKEJg7/V4AVOn/5pMMPPL8bNfEGGOuhM8CYzr7iogX+FfgtcBm4J0isllEtonI98b91Cf3eRPwDPDj8QcQkV8Efg/4WVXdDuwEpj28dU4EMCJSAdwO/CeAqkZVtXeGj4k32WHX4/GgqiyorWHVsqVZt74AnOgeoiLgY2Fpdp2Lz2oJXlxWZNj60u8tos1fkfeutWcWrsf1eFl78eiMLRdwSf/WjfTt3EJo6ZIZPlLmpLqc4BtvQYqDyZ54MzQ/xxzR3tvPI3sO0d6b/a3S9r4BHt13lPa+zPtItfcN8Oj+4xnt094/yGMHT9KeZr6d9v5BHjuUSb4hHjt0mvb+1AuRdQwM8fiRM3QMTJ4vfXqIx4+eo2Ng8vfljoEQjx9Lk368cdL0nNMGh6mtrV036QGNAVT1aWD8Gi3XA6dU9YyqRoEvA29W1YOq+oZxP+3Jcr6jqjcD7xpdUPLz/ePA/1LVpmTeQVX9u+nWfU4EMMBqoAP4jIjsFZFPiciEpgwReVBEXhGRV7r7sn/jnUwsHqerp3dkxNHNu3ayed2arMpwXKWqyMfGurKsRy5tlgF2e/oITDGB2mgKHC1ZypHSpTh5fOk6yhfSVtXAss6zMz7nS9+SZfTccA0l5y5QfmxuLIboWVxL8TvuwbtkAZ6irALQukvXY/LnQRh7nfaEpp64cDbtPdNIc1cve880Zr3vvrNNNPf0se9s5p2b951roaWnj33nWtLm3X++lZaefvafTz1J5f7GVlp6BtjfmC7fRVp6B9jfmHq03v4LbYl8Fybvj7X/QhstfYNTpze1J9KbJm8Z3d/cTmvfEPubp0hv6Uykt3TmL625k3g8XjHZdWpMCg3A6Lk5mpLbJiUirxGRfxKR/wf8YFzyW4AXVfVMvis5V4ZR+4BdwG+o6osi8hDw+8Afj86kqg8DDwNs37AuL40Qp8438sTzL/Jzr72f+tqakWHU2fB6hBsaarLeTxUCoiwks1s2FwNV9PpL2TJ0AR/5ayFor1xM+XAfKzpmtsPqUO0CLtxwC4GOLuqeeG7GW3oy4V29hOAbbkYHhgl/40mc/qxGXnWq6oT7vaOv082L6+bQ/bHLrlm9fMxjNnauWjrmMaN9Vi4Z85jKjhWLxzxOmW/54jGPU+dbNOZxynzLFo55zDp9af2YxwnpDfVAe/JxkvQldWMe85LWUIfP5+uf7DrN1r79+w9XL1w0NyPy6akDJkZ/hW86a8BM9vY85XuZqj4JPDlF8hZg3zTqMqW5EsA0AU2q+mLy96+RCGBm3JGTp6iurGBBjusqDUTiRByHupLsbh31qo8DbgW7PH2UZTD3i4Nwongx5fEQDZH8rsi8uWkfca9/Rud8UaBtyw78oRALH3kKjzNLk9ON4l23lODrb8Zt6yH8radhODL98fkFor6qgvt3bc1t38py7tu5Kft9dmzILG9FGfduS3/Xo76ijHu3ZpKvlHu3pm9VXVBeyj2bV08jvYR7Nq1Mnb4xTfqGyQPKnNPKiunq6jo55UGzE85HIDTXiMgr8/W8prF7E7Bs1O9LgfTNp5MbAiadLl5E3gvcANwPPALsVdX/l2nBc+IWkqpeBC6IyKV3uLuBIzN93M7uHto6u9i8bm1Ok9YBHOzo5yfnOoll2WfiqFvGMF6KMmxJOVtUT9gbYFOoJW+fsW2lC4h4Awjgd/I7l8x4Aqx47ilWPf34yIrTs8292E38yDnCX/1JIngxxhgD8DKwTkRWiUgAeAfwnRzL+gHwNhFZCCAiQRH5VQBV/QzwB8CPVfV92QQvMEcCmKTfAL4oIgdI9FD+65k+4OGTp/B6vWxYtSqn/Yeicc73hlhTXYrfm/mfslP9dBJkrQzhy6DvC0CpG2F5uIPqeOqOiJnqC5ZzZMFGzlZlfwshG47PT+u2XbheL954jMDwzK+rlI53VeKWgw6EiD76EszWUgXGGDPLROS/geeBDSLSJCK/oqpx4NdJtIocBb6iqodzKV9VXwb+FHhERA6SuJ00+j7qbmBPLmXPlVtIqOo+phg/PhNc1+VsUzNrVyynKMdFIY91JUY/bKwty3gfVTjmllGEw0rJ/MN8cbSXxdHebKs4qbh4ObxgI8F4hLXdZ/NS5mRUhMabbmNwwSIqWi5Q2tUxY8fKlNy0haKbthJ59CXih/Lep8yY+ezh2a7ADLmqz0tV3znF9h8wsUNuTlT188Dnp0jeDTyRS7lzJoC50jweDz//xtcTi+d26yQSdzjVPcSKqhJKA5n/GdsJ0EOA7dKf0bwv3eqnR/00IHnro3Kidi1hXxG7WvfjUyfDpSOzd3HrTgYXLqHh5efmRvBy+w48124kdugM8cMzF7gZMx8lO6fPO3Zes24HiXngsnZVBjCXVhsNBPwEAv6cyugNx/B6YHNd5usXAdQRZYf0sVTSd+ZXhUNuORE8LM5TANNWWsfF8oWs6jlHVSQ/Q9En09ewjM4NW6g5fZya87Pf0iF378azYy3u3pNEn3h1tqtjjDGGqVuAMjGX+sBcMe1d3XzlBz+iuzf3FYYXlhXxlg1LqCrKLgDyCiz3hPFk0PrSpEX04WeTDOZt2HTNcC8re86zojf7+T8y5YqH1u27Ke7qYPG+ORAs1FYgW1bivnQEfSKnW63GGGPmmIJtgVHXxRnKrAVh8PTYvkf7T12gr68f2s4z2OXN6rhFi1cyOBymtCiY1cgl11Ue2XuIBifAYkk/4iWuwlHKqCZKgw4TDmXX+TU2MHY+E0VQAY8qy/p6cGDk1lGsN7OyY6H0t9sSqzK4rHzyMSQ5o+340CuTEdQxN/XfNpymMWp4dGtVVx/yXz9C+xJ9lsIydTAYTrG2VDTXIFIz22/bn/9ZbuVPddh45ouDTsaNZ7+khGY7PN7NPL9muuREhn/vvEhTJ51uXdzZn0ZIRB4g0cTvBT6lqn87y1XKCxGpAj4FbCUx08Mvq2rBrSEiIp8G3gC0q+rW5La/A94IRIHTwHtnenb72XDVtcBE4w5nu3pZVVdFwJdd8AKJzr8/eOUgTx8+kdV+p1rbaO3uy3gI9ElKieBlCwPkOMJ7jAv1a9i/5mYcT/bnnCkF+huWoUBgaAj/cGbLI8yUwGuuwbctMW/HpeDFGJO5qdbEmd1a5c0VW39vhn2WcWsZAY8BW5PrDp0APnylK3UlXHUBzJmOHhxXWb8w+5lzAc62dTIYjrCqfuKsl1OJOy57z1xgQWU5C8lsvpF6ImxggGqZ/vwsQ8EyGuvXUhQN4c3iG2+22lZt4sItdzDQsCx95hkWuHkrgV0b8FRXzHZVjClkk66JM8t1mrbZWH9vpky2lpGqPpocCg3wAomJ6OadqyqAUVVOtHVTW1pMbVlJTvsfONdEVWkJyxZkHgAdb25lKBxh99oVGbem1EqM9TL9OV8UOLl0O17XYU1zTsP4M9Jfs5Dm9TuoaDxHefOF9DvMpF3rCdy4ldjB00Sf3je7dTGmsGW1Jk4ByWj9vXnil4EfznYlZsLVFcAAWxoWTLmWSTotvQP0DIbYtrIh4/4vMcdh/5kmFtdUsqSmKm3+Tg1wUMuJaX7m222pW8lAaTVrWg4TcLLv05CJaFEJZ3feQtFgP0teeWF2Z+Pfugpecw3xE41EHp/OTNrGGLJcE6eAXFp/799V9RoS091fkeVrriQR+UMgDnxxtusyEwq2E28uPCKsWZDbmkcApzt6KA0GWL1oQcb7+Dwebt2yjtIMJstzFQ5RThxhM1ktKjgpBdqrGqjpb2NBb67LWKQ/xpkdt+B6vKzZ91OYZsfRaSsOwrlWwj98IW0HS2NMWvlcE2cumbX1964UEflFEp1779aMe8AXlqsmgInE4pzq6GFtfTVBX26nfeva5Qx7/XizWLFaRFie4e2mRooZwM9uejKa5C7tsYEdp5/H8XhnrFVEgIaT+3G8PoqGBpi1pWq9HnBcePkYvHL8yo5EMWb+GlkTB2gmsSbOz89ulaZPVS+KyAUR2aCqx7lC6+9dKcmRY78H3KGqs79+ywy5am4hne7o4dXzrQxFcusU66ri8QiVpZn3ndl3ppFXT53PaPhnVIVjlFNLlMUZdvRNpa+kmrjHi0fdGVuoMRpMLDBa3t1OVccsfilbXAu//Hq41DF7fn7ZMOaKy+eaOHPQFV9/byZMtpYR8C9AOfCYiOwTkf+Y1UrOkKsigLnUeXdBWQk1pZOu6p1SbyjM1189Slt/5p1qB4fDHDjbxMBwOKP+MicoI4awhf5pD5se8hVxeNV1nGrYNr2CUuivXcSh299I15KVM3aMjG1amViQcSA/C12mIj4vda+5nqprNs34sabSMTjMj0820zGY+zD19r4BHt13lPa+7G9VtvcP8tihk7T3Zz40vWNgiMePnKEjg9eoYyDE40fP0TGQ+otjx0CIx49lmO9447TzpU0fHObx4xemfF06Bof58YmmnNJTvebp0mpra9dNesAMqeoPVHW9qq5R1b+aTllziaruU9VrVXW7qv6MqvbMdp1yoarvVNXFqupX1aWq+p+qulZVl6nqzuTP+2a7njPhqghg2vqH6A9Hch46fai5nZjjUFkczHifF44nps+/du2KjPKvJsR2+qmU6fUhiYmX/bUb8ajLyovHp1XWVAZq6jm163aKhgaovAItL5rult1Te+GrT0Bo+i1XqQQX1rL8XW+ketdmfOWzN2DhQGs3rQMhDrR2p888hX1nm2ju6WPf2aas993f2EpLzwD7G1sz3+dCGy29A+y/0JY+b1M7LX2D7G9qT52vuZ3WviH2N6fJ19KZyNfSOa18adObO2ntH2J/8+TpB1q6aO0PcaClK+v0VK95urRAIGBzCZh56aroA3OirYuA18uK2qqs9x0IRzjb2cumxXUU+TP7czV2dNPY0c21a1dSVlyUMq+riX4kJeKwgulN/KbAoZp1DPuCbDv9AkWx/E8kN1C9gFO7XkMwNMi6l3+CLzYzI5suiW1Yjnq9+I+eQ6a6NeS4MI3WiLQ8Qvn126i4cRvxoWGavvYIw1l8eOfb9sU1Yx5zsXPV0jGP2dixfPGYx4z2SY78y2QE4I6l9WMep8zXUA+0Jx9T5FtSN+Yx13xp0xvqxjyOt31J7ZjHbNJTvebp0qLR6MwtembMLJr3AYyqEnNc1tRX4/Nm3+B0qLkDEWHzksxGHrmqvHT8DFWlJWxZsSRt/mOUM4CX67Q3o/WRUjlb3kBXcTUbe05TGcp/a2gsUMSp3a/BHx5i/cs/wR+b2RaPyHWbiK1ZSvGjL44EL8rk4zpnUqC+loqbtjNw9AwdT7yIG5nZoC2dBWXF3L1uelNx1FeWc9/O3G6D1VeUce/W7O5KLCgv5Z7NqzPMW8I9m1Zmlm9jhvk2LJ92vrTpZcXcs2HqSRwXlBVz9/qpA8ZU6ale83RpXV1dJ6c8qDEFbN4HMCLC3ZtWZb6OyiihaIzTHT2sq6+hJMNVqz0i3LljI+pq2tFKverjNCUsZ3jawQvAklAHXnVZOtSeh27AE/mjYZYdfZWKzlb80ZkdbxTdsorotjWUfPMpvD0DuMVBJBxNjDaKz9xswqMFliwg2tJB9GInbZ//HgOdkzf9G2OMufLmdQCjqgzH4pT6AlktvHhJsd/H3ZtWUlGUWd8X13XxeDzUlpelzeso7KOSItxpz/kS9gYIOlGKnCgrBvN/a2OotBLX46Uo1EZd85m8lz8ZCUfxn27GrSzFrasiunUVnsFh1O+j6Ik9MDRzrT8S9FNz/80UrVlG++e/T6yzh3hn74wdzxhjTPbmdSfe1v4Q39h/mos5LuQnIiyuLM9oEjqAH+8/xnNHT2WU9xRlDOBnO/34JfdhvxGPn5cXbOVY1aqcy0glVFLB0W13cGb9tegM37xxSooY3JC4zeA/3YynrZvY1jWEb91O8KWjBF49jqd/iPBrrpmxOvjra1j4rtdTtGopfU++QqyzIAcmGGPMvDevW2BOdvQQ8HlZUJ79ukf7Llwk7rjsXrE4o9abps4eLnR2c926lWnzOgoXKKaBYRZK7i0JLsKB2vXEPD4ahtKP7sjWcHE5R7ffgajLhsPPIjM4g3isqoKO170G9ftxgwF48ST+442I6xJ8/hDerj4A9HQz8fXp+zPkIrh1DWV3XoszHKbjK48QbU09asWYq4WI3AC8bbbrYSZa5iv6rQvxcK2q5j4ssUDN2wAmFI1xoWeQTYtqspo5FyAci3OkpZNlNRUZBS+O6/Li8TNUlBSxeXn6jrtegdt1+h+Ox6tW0hesYGvXCSpi+Z1scbiojCPb7wBg84GnKAoPMTPT4SW4AT9lh09SfL6ZrrtvxtcbwX+8Ed+ppsRQraT4umVo0A8ieZ+wTvw+Ihcu0v3DZ3HDM9tB2ZgC87N/+Wd/9ls7tm5F1cF1HHBd1HFQTTziuqgbR10XdR24lOY6qOOC61xOc53EPuqizqh9kmWSLHMkb7JsXEWdOKhOut/Yulx+VEdHynFdBxwdld9N7q+J8hxFVXEdBSfxqC6oo7gKmigW1xFUwUk+uq7guokvqKrguIILOCR/Tz4f2YaObHNEcVEcNJnXTaZpIp+6if3UHZUv8RhyHUrF2yUi16rqq7N1gcyGgg1gxOvFV1Y1ZfqZc00osGnFcsKt2fXbONgTJu66rA/ECLeeG5PmDk+8HXViSOkLKTdXCUOHXkhZdl9RBVUel+Is78aoM3Z+mLaSOprLFrGi7wILB9smtI04WcyJEh2YOKqmZflqFGHd84/jHewjCoQHMphROJz+xOLxiXm8Ld0UdQ4g0RhlLx6k94YdOP0hvMk5N7Q4SOz2HWhRgMD3niOUJniJMfVSAmG93AnYV1OJt7yEyPlWwnuOEN5zaMr9Ipp95+Fo3yDNP3o+o7wVO27OuvxUxl8z2RJ/Zh3Xx+wj2X1Z0GyWfHAzDFjzuYxEuvOZ4SUr5tISNtu2beXWm29GXQc3Hk8EBuMfnRjquMlHJ7ktnng+6hHXQeOxZMAQu5yeLIspysR1x+3njtnv8v4urhNPBFFO/HI+59J2FzeerF88GSDFE8GMG3dRVxOPjuLGNRG0xDURuCSKx4knAxZn7GPcFdxkAOMAcU1cug6JVRUvPboo8WQQE5dEMBJHcVWJJwOYOImAJa5uIl0v/34pX7nHR4XHx4no4CvrAqWcioU883Xto/HmZR8YVeVkawdLqiupKEk9D8t4UUc51R9laYmPyoA3bX5XlZMhZWEAFqfpKjMQV54ZLuZINLM+NakEnSj1Qx2s7j0/7bIms/TIq2x49hGKB/tmpPzJeKKJNp6icy349p4kducu1Jd4DZwVi5DufoLffgZx8vOhUbRmKfXveh1Vd17HtKc/NsaYWVLs8bI1WMGAG6feG3BFJON+EyLypIisHPX720TkRRE5ICKnROQj2dZHRP6fiNySTXnj65GJgm2BSUVEeN01m4k62X9jPjUQJaawqTKzkUceEe6uSUTVqW43qSqv9CteYK1/+jdjqiL9VEXyOz+V6/HQtHk3i04dIhAeJjhJa9OV4jt0BrweIj9/L/i8+J/ci+/l/AVrZbs3U3n7LmJtXXR++0lbP8kYU9C8IqwLlHExHibkOkPkMGVWcgXr3wB+RlWbRKQM+LUcqnMD8H/yWN6k5mUAA1BaFCSXyd4bSnx4BKqD6VtfIq4SECjKYOno08PQFYNdwQhFntw/LM9WLiMuPtb2ns3rmCAFGrdeT/eyNZR3XiRw8UIeS8+N9A2hlaX4n9yH90yeliwQoeqeGynbto7Q8XN0P/LcFZtXxhhjZlJUXTqcKLXe7Fv5RaQC+Dhwnao2AajqIPB3WZazCTgBlOajvFTm3S2kwXCER/cfpWcwt06tlQEvGzNofVFVnutVnu9LH4wMOcrBgcRtpmW+3Psl9AYrOFO5gqg3kPcBze2rN9G9bA2LThyg+goHL5GlCwmvGjuTqHo9xLevIfDd5/AdPJ2/g2liMHj/Cwfp/v5PLXgxxswLfU6Mw5EBlvmKORcL5fIR8RbgRVWd7mRfrwV+lMfypjTvApiTre00d/dlvWxA3FVe7hymP5rZB9qFcKJFZXEwg06rClV+2F0hOXe1iImXw3UbKIqH2dCd2Vwzmeqtb6B54zVUt5xj8cmDeS07nfCKxXS/4Q4Gd28Z0xFZHJfA957Dey4/E/N5qsrwVJcD0PPYC/Q/ty8v5RpjzGxSVZpiw5yPDzOkztKDkf5cv99uAfZNlSgijSLypuTzPxCRJ6bIej+JAGbK8kTkvSLyHyJyNvn4v3Op8Jy6hSQiXuAVoFlV35Dt/q6rnGhpp6GmivI0iyiOd3ogytnBGCvK/KRbujWuysFBpdoHKzM4TKVPuLMmcU3l0v6iCsdq1xHxBtl9cT++HEbDTFk2cHHtVkr6ulix/4Urus5QePliel57G76uPmq+++SEY4ubn866voYFlL7pdtzeAQb++9G8lGnMVSb6jw/9E1/60n8DiroKJEbroJoYTaaaGP6sJEZnaWKo79jno/K67uWyLu1LcsjOuP0vl8OE3y+Vd6lOidFq48qdUKdL+UfnSwxhxtXkYUZvG8mSPOZkP8JI9Un8nsw+8uOO+V1HbdeRdNBR+ZL/9HKekf008WxYXcrES78bD6jqdDpYDgHFkyWIyDLgOWCbiBwA1gB7J8lXAlSpaouITFmeqn5GRL4N+FT1fcl935lthedUAAN8ADgKaWOISV3o6iEUjXFTmtVpx4u7yrG+KPVFXuqL0v9Jjg0pwy7cUCkpO+4OO8rxIWVLmeCfxmJHgyp0ltSyuvc8ldHpLTswngDrXvoxrseHx71yt1MiyxYlgpfufmq/8wSeGVogMbBpJSX33YDbO8jQD56bkWMYcxX46yefeioGfG22K5InP8f8OZfhfuL3TDN4AfgB8GUR+UdVbRORIPALqvpJYDfwXRKdc38beBImnaviTuCJDMojWeae6VR4zgQwIrIUeD3wV8Bv5lLG8ZY2SoIBltZUZ7XfqYEoEVfZWpW+74urSnMYlhVBXSD1qKM9/Up7FNaWgH8aN+vKPcoNLXsojg/nXsg4jsdH85J1NDQfxxuP482pbSh3kaWL8PX2U/vtn8xM8CJC0fWbKb5lB7ELbQx952k0MpNT8V09OgaHOdDSxfYltSwom/QL1qT77G/uZEdDXdp9Mi2/Y3CYA63dbF9ck3E9piPd8TqGwpfTS7NrAZ7rVDUkIm9U1T+b7brkg4j813w5FwAReRB4eDplqOrLIvKnwCPJuyE+4AvJ5N3AF4G3At8ANgJfFJHbgf+jqu9I5nstycAwTXmXypzqNlRG5kwAA3wC+F2gfKoMyRfpQYCGhWNbWVSVhpoqltdV48mitSPsuBztjbCoyEtdBq0vHhHuqU3MtpjK8RC0RmF7mVDmy631JeQKHY6XFf44JXkMXsKBYo5tuIlQSSUVA10UdQ7lrexUXJ+PWEU5DPVR/vw+yl7x4YnNUOCkim/FYiJHzxF69AXI09wx49SJyCujfn9YVR8efZ0u8M+l/2L5caCli9b+RCf5u9cvzWif/c2dtPYnrrN7NizLS/kHWrtpHUjmW9cwZb58SXe8RPow0M3da9PPyH0FTXqdzlptzJylqp8HPj9J0noSI4veoaoxEfkf4ISqHhOR0TNw3gx8KIPyAHYAD02nvnPi3VVE3gC0q+qrIvKaqfIl/9M9DLB94/oxIYSIsGXZ4qyP7RVhVXmA1eXpZx3tjjiUq+IVIdXI6daIcmhQWRqEddkvwwTAsCs8O1xMVIVF0xi5NN5AWQ3H1t+I6/Gw+dizVPW1E85b6VMLLVpI+603ouJhwee+i7guku/gpaoM783bcJ7aC0NDDH7rSYjOaMtSp6peO37j6Ot0bUnRvJtgZvuS2jGPmdjRUDfmMR/lb19cM+ZxpqU7XmJ79xWrTxYmvU6NyZSqvj351B33+/h8u7IoM+s+L+PNiQAGuAV4k4i8DigCKkTkC6r67kx2jjkO5zu6WbmgNuvRR36PsLMmfXNv2HF5um2IRQG4vnLq6MVVZd+AUuWDa9P0kZlKROG54WIiKtxcPExQIB83Wbqql3Bi3XUEo8NsOfIcJeGZn6jO9Xnp2n0NfZs24O/rZ+Gzz+HmqXPuCI8Hzy1b8exaD46LHD0HZ4dmOni5ai0oK8645WX0PulaXrItf0FZ8RVpecn0eAtKi+Zay0u+zadWm/l0LjC98/ks0JvLjiKyA7hNRPap6o+mUYec6jEnAhhV/TDwYYBkC8xvZxq8AJxp6+S542cpLwqysCqz/r+uKi90DLO+IpDRraO9XWHiLmwsTR2QeES4rQo8Ar4cgpeowrPDxQwlg5cab/4+7IuHB6jubWPNmT344zPTaXa0eFGQ5tfeR6yygsojx6h9dR8ex2Eo36P3XRdZXIsebcR55gCErkSbkjFXl/l022k+nQtM73xU9bPT2Hc/ib6r05ZLPeZEADMdqsrRpjZqykqor5yy+8wEJ/ujNIXirChNf+uoORTjQijO1qogFb6pO4JejCQmq8u1zwtAW9zHoOvhhqIwdXkKXnorFlDZ30FJeICNJ1IvNplP3nCE4taLLHj+RUoutudUhgb9xG7fifQM4OnoxXv+4qT5nK89lRyWaYwx5mow5yayU9Uns5kDpq1vgJ6hEJsaFmV8uyYUdzncG2FxsY8lJaljuKij7OkKU+n3sLFy6umZG4eVZ3qVxml++V/mj3NPSYiFvukPaVagcekmjmy+ja6aK9O07Xq9dFy/m1hZGQLUv/ByTsGLAlpaROStdyDDESQaI757A/Gd66Y4sAUvxhhzNZlzAUy2jjW3EfB5Wb0w8w6F+7vDKHBNTVHaoCemSqnPw3V1xXimyDsYV/YMKLX+xPDqbKnCq+EgnU7i5SiZxlpJI2UCjcs207R0E/Xt56jtztNaQilEysppev199G3eSGjJommVJQBxF09nH75nDuA7cBr/0/uJ3bQFtzrzljZjTOZE5AEROZ5cNfj3J0kXEfmnZPoBEcm40+ZsyOB8XiMifSKyL/nzJ7NRz0yIyKdFpF1EDk2RXlCvTT4UdADjusrAcJh1i+vxedMvvgjQEY5zIRRnY2WQsgwmZyn1ebhzUQk1Uyzu6KryYl9ifZ3rK2XKICeVY9EAF+J++pzMziEdBc4v30pzw0YWtp1hzZk9Mz7Dbv/SZZy977XES0pZ/NgTVJ7IbbmDyJJ6Bq7bSnz9MrSsGC0vgeLE/Dyezl58rxwn+sCN+ay6MYaRmdD/lcRcHpuBd4rI5nHZXgusS/48CPz7Fa1kFjI8H4CfqurO5M+fX9FKZuezwAMp0gvmtcmXgg5gPB7hDbu3smtVZqMbAGqDXq6tLWJjRerVOuOusrc7TNhxU7bSHB5UeuKJdY5KM1iVerzmuJfjsQDLfTFW+/Mz0dqgv5SWxWtZdPE0q8/um/HgpW/5CppuvYPAQD/LvvsDSptza+0ZuH4b/bfvxhMKE79+M25tBRKKEL378ghQ/8tHE7eU1ly50SfGXCWuB06p6hlVjQJfBt48Ls+bgc9pwgtAlYhkP3/FlZHJ+RQMVX0a6E6RpZBem7wo3E68Hi9ucRkBv5903XDdSGISOFcVjwgrA0DMmXQe5EsO9TucHHJZ7HOoD16O8yLtYz+cazTAOgIs6B8k0p++2vGBnpHn/Z4ge4pXUuWG2DjYSJQUt448mbfOlDthtu39MSWDvSNrbaSsUzizW1bR8NhQSEnc6gmeaaYmuI/qw0eJhMBJExdHnYkhlVNeQqy0hLJvP413MISnO0T8hs14v/okzi+9lujGFXiOnk9k7uzFiURwU5xZVKZOi+nUr3yMqfsexVJeMZNrC8f5+2NdGeV9eDi/w9rVufLDyD1F2U18JFlc16R43cZk0/xNvZO2X53M8HfADM95gtzq1QCMXoq+icTU8enyNAD5WXU1vzI5H4CbRGQ/0EJiBOzhK1G5GVBIr01eFGwLTDQW40uPPEFPf2ZrAw3FlR91xGmPpH9D6IkpJ4ZcVhXLmOBltEvvkXUSZaPk9sHT5KvCrw67wk1404YZqSlwvGoV7cWJSbRKB3tntOUlXFdL8wP34Pp8eOIONQcPT2vxRc/gMMUvHMQ7GEI9gufcRYg7iOvifexlnN0bcLetxl23FHdNA3hm6dL1CPXXbqdqw+rZOb4xM2eyt4zxb0yZ5JkrMqnrHmCFqu4A/hn41kxXagYV0muTFwUbwAxHohQXBakqL8so/75+h4ibfoizq8orvXGKPLCtYvJvh6rwElWc0NKs6z3apmgbNw2fIzjN1aUVOFa9hqbyxQwEMvt7TMfQ0iU0338P8ZISnGD69aMyIap4BxMtZeIqWhwc+fFcaMf70wOoz4u7cy3ep/bhNrbl5bjZKF1Sz8Z3v5WGO26gfIXdwjLzThMw+n78UhKtEtnmmSvS1lVV+1V1MPn8B4BfRNJPFz03FdJrkxcFG8DE4nE2r1qe0dDplrBLa0TZXOahJE0/lZNDLn1xuKbSS2CKNZXOUEI7RfhzDG5P+2sJiR8BinR6zfwKHK1ZS0vZQlb2XWB1X+O0ykunf+1qWu+6g0BfH0t/8Cj+ofyvo6SAVpUhPQPIcARdUAUewbv3JN6vPYXn7JVtEfUUBVh0zy2sf+eb8QYDnPnWo1x49KdXtA7GXAEvA+tEZJWIBIB3AN8Zl+c7wC8kR7zcCPSp6ly9RZH2fERkkSQ/RETkehKfiZnd8517Cum1yYuC7QMjIqxfln668XjcYV+/Q4UP1pWmj9dWFHvwCDQUTZ63V30cpZyFhFlJKOt6n/dVcSJYj4uwLtaZ9f6jKXCkZi0XS+tZ1dfI6v6maZWXTt+6NXTcciPFza0sfuJpPPGZ6WNxKWyUSAznuo24W1fjfSKx6rrksX9DpkoaFlG1dR3trxyg9blXcWdqAUpjZpGqxkXk14FHAC/waVU9LCLvS6b/B/AD4HXAKSAEvHe26ptOhufzc8CviUgcGCaxWOGcvO0iIv8NvIbE4pxNwEcg0QW00F6bfCnYAKYo4CcYSD+L7tnWi4QcuL3Gm3KI86VrtsgrrCud/NZR3FX2UEUQl530ke2I6U71czRYw4L4AGunGbxc4nfjrO5rZNUMBy8AJc2tVB4+St2r+6bV32U0p6qc8OZVlDx3YMwNXF1YjbttNXLoDL7/+QlyhZcH8FeUUbx4Af3HzzJ4upHTn/k6A729V7QOxlxpydsoPxi37T9GPVfg/17peuUqg/P5F+BfrnS9cpFu8cNCe23yoWADmJKizGaMW7esAW/jEar9qaONs8PK+ZDLLTVT3zrqjCnDeLmBbgIpRrlMJqReXqGaEo2yI9wyrQ62CsQ9PvxunHW952a0s67r8dC1ej11p47jD4VY8PKevJUdXbGIwQduBlcpOnAK7+DlFi1PUyfy+Ct4Dp7J2/EyVb1jI/W3XYcbizNwuhGNO8T6Mussbowx5soo2AAm3YRxqspQOExZcXHa4GXYUQ72O1T5hVRZFwU93EMHQcm+9eEYic61u4cv4M9hOO5ojeVLaCxfwnVtByhyZm5Rxrg/wPmb7mBowUKK+3rwDOS2ntF4CoR3byR08w68nb2Uf++ZMcELgHT2Ip29eTlepnwVZSy//2ZKly1m8FwTrY89i8anv6SDMcaY/CvYACadMy0XeWrPAd5wyw0p54lRVfb0OTgKuyq9k3YK7o0pg3FlabEnp+AFYDv9DOKlVHOfrM5FOFexlLOVy1g41EFwhoIXBfqWruDilh3ESkpZ/uJPKetoI5Sntp6h1+wmsn0dgRPnKXv8JWQOBAni87Lk3W8EgZZHf0rfoZOzXSVjjDEpzMsAJhKN8fzBI1SXl1FXVUFfirxHBxMjlHZUeCifZIh1X0x5ujuOF6gPZvcBPqhejlPGDvrwiVJFnFy7f4Z8RRyuWUd/sJxFQ+1s6j49Y7eOmq69iZ4Vawj297Lqpz+hrHN6Q5bV4yG0biXFZy/gicbwN17E291P0YGTMz5L8FR8VRWUb12Lr7KMju8/jcYdep/fS/fJc8QH8z+yyhhjTH7NywDmpSPHCUeiPHDjtXhSTHjmqHIh7LKiWFhbMjHfQDwRvHiAO2p9BDxCJMM6tGmAPVThAUL4qMg5dEk4V95AyFfE1s7jLBzO/yi/SGkZ3lgUXzRKzZmTlLW1UnXhPDKNeZBcv4/BresZ3LYet6QYBEqPnSF4pjmPNc+c+H0E1y+ncstqihoWoq5L6EwTeARcpX/vMeIpZuI1xhgzd8y7AOZiVzfHzl9g25pV1FVVpszrFeGuWh8emThl+GBceborEXTcXutLOwHeJapwmhKOUk4Fca6jh5IcbzuFxYeDUKox1vWeY01fI0E3P+slXRL3+mjdupnOtRupPXOCJQdepbS7k9Lu3EdJKTC4cxMDOzbhFgcJNrZQvv95gs1XfvI5AERAlaItq6m48zqiXb10P/0Kg0dO41zh0U3GGGPyY94FMO09fZSXFLN749op80Rd5digy5ZyD/4pRhy1RlwcTbS8VGQYvECis+4pyljMMDvpx5flaKWR43vLOVy0iFI3yo3D5/GrA9OcsXc0BToWreTCym3EAkVUnzvNghNHpl0mJOZxCS9dhL+ji8qXDxLoSLX+2AzxeSnevJqSnesZevUY4cOnCR89R/xiF32tsxRIGWOMyZt5F8BsX7uKzSuX4/NNtQyA8mKvQ3tEWVok1ARkQrpIYi6YZUUeirJcYXoFwwRwWU0o63liAGJ4OBJcSIu/ikpnmG3h1hnpJ9K4ajutyzZQ1tfJimeeoKQn99tS6vHQt34tvVs2UfftH+MbDFH3w6cRJ/+3Yy4tIDkVqSzFu2MdC7auwlMUJNbWhTuUWKJAI1FiFwt1kk1jZtc9d9+lXV1doJfmzdLktxa9vICm6shCcePzTLp95Lmik+RFx5U9Lo+OO+ZIXUbyMLH80WWP33/k3BhVX8alc/n5+OqO3w6gl2/E67g8o7dfTk8eV0bn1XF5ddz+OuY5CoPqPKKqDzCPzZsApndwiOFwhMV1NVMGLwAHB1zaIsquSi81gbH9XsKO8nyPw85KL9V+yTh4UYUWilhCmBJxWJPDDL0AQxLgpeLlRMTH2mgHa6KdeV3rIZxcKbgoHGJh62lKB3uo7bjAcE+mPXvGUo+H/rWr6dmxlXhpKUUX21B/4pLKZ/CiIuiyejyNbWmDucDrb0bqq4mcbCS09zix1vxMGGjM1a6rq5snHn0UdeKo4+AmH9V1Rrap66Dx+JhHRm+bsD2Gui7qxMaUxfhynXgif/K5uk4ijzP6WO4k5Y+rk+Mmy7yU10nsd2l/x0Xj7shzN+6iriYeHUUdxY2D6yrqgBNPLBjuxAXXBdcFx7n0XHBccJKPrgoOEFdwlcRzLj+6aPK54qC4oonnqpe3ocRxcXTsc0fdRLpe3vbMcHehrumUsXkRwKgqP913kJ7+Qd5x72sI+Cc/rcZhlxNDLqtLPKwe12k35io/7Y4z6CQ696b+nj/62HCYcs5SioceFmfczXeiIo1R6Q6zOtpFlZu/vhkKtDas58KqrVR3tbL+6PMUhYcoCuc+2sb1ernw5tcRq6igqL2D+meep7i1jUg4PyHXpVfA3bAc58YtSCiMrlqMnL+YWKl6CtHHX0FDYfqHclsh3BhjTGGYFwHM8cYmLnb1cNvOrVMGL44qB/od6gLCzoqxH7Ju8rZSfxxurfFSF8jsQ1gVjiaDl9UMsSiH4EWBs/4alsV68eOyK5zfEToxf4DT66+nt3Yx1Z3NrDi9b1rlOQE/3mgMj+NQcfwUgd5eSppn5jYXgC6swfviYTzHGnE3Lsd5zTV4PvvDqfO39ySezNb4bGOMMVdEwQcwoXCElw4fZ1FtNRuWT724o1eEO2p9+GXiLL4H+l0uJm8rLQxm3oJwnDJOU8pKhtjMQNZ9XlzgQHAJrf5KfOqyPN6bXQFpDJVWcmzrbcT9AVae3MPC1tznjlERerZsonvnNpY89gTF7R1UHz6a1/oChDetIrZyMW5TF56zLWhZEZ4jiZl8PMcacbeswrlpCzx/KO/HNsYYUzgKN4ARQbxeXjh8jJjjcPuuHXh8E0/HdV0aI7C82EPFJBPRuaqEXId1ZV7WlKdfHDI+1A/AkPg5XVTPMqeXjdH2jGcPifYkWggc8XCgdgPd/krW9p5j0UALqebVdYayu92jqgSGhygZ7GXZ2YOUDvUmtk+SN55mZHaobgGt115PpKqa4vNNaG+IaHTyUCgSSx8iRd1JXoeSIobfeCsyHCGw9zjRG7bihqPg8RBfvwzpTAQx+tQ+9K2347x4OHEjeQpuivlr4qnSUixEG9f8LGA5FWc4vxPoqTPNVbNz6IXuRoazyu8trcg8s2T45SKPr5OmOaZMMYpxVIa81SUreRyxaOY3EdkB/DNQB2wk0X7956r6kVmtWAYKN4Ah8SFdX1NFXVUlVeVlk+Z57sBhjnTHKFkQYMEkAYxHhJtr0wcu45VqjJvCjZRrNOtWjZjHx766TfQHytjUfYolQ/lZYwgg7AtyvnY1S9tfwOfE2Hjop9Mq7+I1u+nesAnf0BB1jzxFyfmZmYTOEwoT/Ok+fC3JTrc1TeD3wk/3w7vuRV88gjgu0tmHtnThXdOAc3LmV+A2xpj5SkSKgP8BfkFVXxKRvwCKgD+d1YplqKADGBFh29rVU6YfO9vIkTPnWV/mZcG4W0P9MZc9vXGur/ZTksU8L+d9VXjVZanTT4XmthaRIx7iHh/bu46zYDh/c6R0ltZxbPEWXI+H6rIqygdyK3v0fC7+oUFqjx5mweGDhLpntgXC19KJAtGbt8E16+H8RWjvgfZeuGEzPJe8bRSOoj22OrQxV9K+/fsPVy9cNB9nfqwD5uNwxaIM8twD7FHVl5K/HwAeUE3RFD2HFGwAEwqHOdnYxLop+r1c7OrmmX0HaaivY5t/7IddxFGe6YwRV01xM2GiM4NxjgTqWRgfoMHpz7rlZVh8eIAiJ8oNF/fhmcY0/aO5CGfq19FUs4LS8ABbWg4gOQYvsZISmm+4merTp6hsPEftieOjUme+OVwAT1cf/Of3oaYcVi+Bpg6orUDvvAaKi6C6DI3kd0ZiY0xaYVW9drYrkW8i8sp8Pa8Msm0FDo76fRewZ2ZqlH+zdIN2+kLhCK2dk39Ixx2HH7+0h7KSYu6+fteYTruuKs91RRl2lFtqA5Rm2Ppybsjh1d44C5xBdkQvZh289HmCPFu0nNOVywHyFrwAnFi0iaaaFTT0NLLr/EuURHObh6Zv2XJOP/B6wjW1eatbLvzHG5FQGGnqgKIADEfgx69Caxe0dcOXHkcHcjtHY4wxI7qA7QAish54K/DlWa1RFuZEC4yILAM+BywiMTjnYVV9KM0+3LB146RpPq+XO3btoKS4iKJAgEvdClWVV3vidEaVG2r81GY44qgx5PByT4z6oIedPa14sww+Oj3F7Ak2EFAnr/1dLs2Vsqz7HLWDnSwYzK1s1+fj4q5r6V29luLODhpeeJbA4JWZR0VFkFStlUUBiMaQcBSONV6ROhljzFXiv4E3icghErfR3qmqBTNd+ZwIYEhMRPhbqrpHRMqBV0XkMVWdcnGe8pJigoHAmG2qSnffALVVFSxduGDCPjGF7qjL5nIvy0umnq13vMG4siAg3FLrJ9yTXfDS6i1jf2ARpRrjukgTnvj0byErcLZuDWF/MZtaD1EaDVGaY6sLwNDCRfSuXE3d4YMsOHQgdUCRJwrE1zQQuW0Hxd99Fm9X38h2LSlCd22A5QsTt4+ss64xc8HDs12BGXLVnpeqDgJvvAJ1mRFzIoBR1VagNfl8QESOAg3AlAFMwD9x5NCh02d5/sAR3nT7zSyqqxl/DAIe4e76AJkubxRzFb9H2FzhY2O5d8L8MelE8XAwsIgqN8LuSDN+3JRDpTMR8QY4uWgjneULWdTbjCJIDrejYv4g4aJSyge6KW9uYs0Pv0dwoH+atUtPPR6c+hoi123GWb0ET2cveC+3hAmA40D/EHzrp8hgdsNyZ5p4PASrK3HjcRhsne3qGHPFqOq8/KC38ypccyKAGU1EVgLXAC9OkvYg8CBAw+JFI9tdVV45cpx9x0+xYvFCFtZWj6SpKicH4rRHXG6u9eNLN28DiVaaw31xumMud9QFqAp4Mg5ewnhp8VWwMt5DAJfrIk1UuJGsbztNKNdXxLHFm+ktSQRma9qOs7SnMeO+OIowWFFLb80i+qoXMVRejajLjpd+CERnLHhxS4pwykvwtyX6K/X8/AM41RUQjRF8eh/+fSeQcfO5SCSG7Ds1I/XJmggLrt9OUV01gdoqimqq8Hi9XHxlPzSfqBvXUe5hVX149HUanK15QIy5bNLrdNZqY0yezKkARkTKgK8DH1TVCZ+oyf90DwPs2LJZAcLRKD95aS9N7R1sWLGMW3ZuRZLBRjzu8PTeA5zqi7OkyIOjkKrPbl8sEbg0h10CHthY7qMsw06+MTyc8ddwzleFKx6q3DA17jDVOa5p5IiHjuIaRJWFw134nShxr58VXWep72/N6JaRm/w7eFS5uHQ9jWt2gLqU9Xex9NwhKrsvEoiEpt0qNOaYRQFiDfVEly4ktrQep6YSz2CIms98BwFKXjpMLOrga+5I9GvJN58X4llO4uXxEKipJFhfS/WCKorqa4l099Hy+LOgSu01m9G4Q6izm74zjYQ6uxlqbQfonGz0wujrtNzjK4jhiGZem/Q6NabQzZkARkT8JIKXL6rqNzLdr/FiOy0dndx2zTY2rVoxsr1/KMRjL7xCV18/Wyp8bCr3jgQ2kwnFlcfbongEtlT4WFfmxZ9Ba40LNPqqOOWvJSZelsT7WRvrolSzH+brInQVVdFWUkdHcQ2ux0tNuJeFw1141eXacxMapSYto6e0hovr19BT18DKE69S29lETccFAuEhKnva8Dn5G4LsBvyEF9dT3NiCqDJ0w1bC29dDNIa/tYOiI2fxt3SM5C86cR6c/C5UJBWlBG7djndBFfGzrcT2HIehKeaJESFQU4WvvJTQucSkfMve8TqKFiUWbnVjMYY7uokNXO7EfPyTX0Edh7BOc2ZbY+YgEXkAeAjwAp9S1b+dJM9rgE8AfhIB0R2Z7jtbROTTwBuAdlXdmiLfdcALwNtV9WvJbeeAAZKLRc+VADCTAS8i8mbgL5Lp8f+/vfuOr6M6Ez7+e25Xl2VLtop7wQaDaaa30EtoSQiQZLOwZIFU2GTfbBKyYbMsKZsNCUkIJSHhzcsCWUIJydITwBCaDbaxwb0iS5YsWV26ku7M8/4xo2a1K1mydOXn648+996Zc86cuXcsPXfmPGfwTgi85q8bt5/XcIyLAEa8yOJ+YJ2q3pFMHdf1JlVbMKOEaXmTyM7M6Fynqjz/xnIaW+Kcf9JSsnau6a8ZVBURIT0kLM0LMzUaIJrsIBnfzlAO2W4rh7TtIUeHfzfq9yfPpzJ9CmGnncLmPUxtriK3NblLO44E2DhtEVWZ+TjBMMFEG7nVZURbvTM10dbmzuf7Q4H2vFxaZpXQMqOYtvw8EGHq488SrdpL2nubiW3YQahyb69LQyNBczKgpIDYnEK0pY3WF5cTLJwMbQlaHn2J0KGziJx+FDy9rFfdjKWHkbn0MALRCE68ja2/fAiAmuVrIBCgtbKahppa7y6d3bfp2LTsZmISkSBwF3AOUAosF5GnuidQiEgu8Eu8Cc52ikhBsnXH2APAL/D+4PfJ34cfAs/1sfojqjreJrhLJuHlL8BTqqoicgTwP8DCFPi8hmxcBDDAycDfAWtEZJW/7Fuq+nR/FfbWN1Db0EhuVmZn8KL+xHQBEU4/ZgnRcJjszAxq+glgmhPKm3vbODwnTH40kHRmUk0gxtZQHkvaygmhnBD/kDDukOeGiQcj7MwqYmb9LqJuO9MbyilsqiQvXjfoPDEKVGdMoS0cpah2FwF1aY5kkN9QSX5DJbFtWwiM0D1hVAQ3GAIc4sXT2HPRmaBKpKKK7HfXEiurILK3FoBQzegNBNa0KPz9BbB+B4nNpTg7dnvbnD+d9tWb0OY47SvWk37NhYSm5JKoqu1R36ltoGXdNhrKK4nv7vq91LhpR7eN2BUfc1A5DtisqlsBROQR4FJ6JlB8CnhcVXcCqGrlEOqOGVVd5o+pHMiX8c78Lx39Hu2/ZBJe/MyiDhl0Ta4+rj+v4RgXAYx/emtIf/9j0QjZGemdr9vaE7z8zipyMjM4fvEi8iflDli/Mu7wxt52XIVEkmcKGtpdVkYKqQhlEXUTNAUi5LitRBhaoNASjLIju5iyjAIAslsbmNZSTW7b4NPjOxJgd04RpXkzaYmkk9baRGHtLgQ4esfbnW9iy34GL04oTGNhIQ3F02ksKiJv00bS/7aGWHklea+8SdrOMoItB3ZWcWlp9W4hsGw1iXi3M13RMJIW7ep7ZQ2xudNp3CeAiW/aSXzTThrtUpAxHYqBD7u9LgWO36fMAiAsIi8DWcCdqvq7JOuOWyJSDFwOnEnvAEaB50VEgXvH46DnQRJeLge+DxQAF/mLU/rz6su4CGCGIzMtjUDAy/CobWjk+TdXUNfYxPGLFw1YT1XZ1OjwXl2CzJB3I8fs8MCZIq4qq2sTbGlyCAQzmN9WxaxEDaEhZhYpsG7SHMr9wKWoqZKZ9btIc5K77LQnq4AN0w4lEQyT1VLHobveY0pDZWfQMhIjSxQoPflUGopKIBgkGI+TVVpKRsVub+I81yVzw9YR2NIw7amFs48l0tAEIrS9+T5O6R6Cc4pJbPT+bzpby4gsntXHf2tjzD76+rWx7y+2EHAMcBaQBrwhIm8mWXc8+ynwL6rq9DE+8mRVLfMvl70gIutVtfd16TGSRMLLE8ATInIa3niYs0n9z6uXlA1gOmwv281LK1YRDAa46JTjKcqfMmD5XXGX1XUJitMCLJ0UHnCgbsf4GAEaHWVORpCZe7YQZWhjIuISJKYOgpfOXNxYwcyGXcScwbNw6sMZhNQhShNpbc3kNu1les0OslvqRiRgAYjn5tI4tZApG9Z5N3Bsbmbyxg1k7fqQtOqqzontGsfDnSc27ISjF+DubECCQWIXnICztYxAftc9sdz6JgJDzUQy5uBUCkzv9roEKOujTJWqNgFNIrIMWJJk3fHsWOARP3iZAlwoIglVfVJVy8C7XCYiT+BdfhkXAcxQEl78y2hzRWQKqf959ZLSAUxzPM5f3n6XvJwszjn+WDLT0/ot66oSEKE4FuCEvDAlaYF+s5JUlR3NDusaHE6b4t0v6ZTJYUSExj3J/2FskAhbwnnsDmZxUnwH2drGopotgwYeClTFJrEzq4jaWA6FjRUcUldNZmsji8veS3r7A0mEIlQVzGDPtNk0Z01CHIecHdsJx1uYtvKdEdnGcGkkhM4ohLlF8NLKnunW28qRbeUkOr44RMMQCKBNcUKHzyGxZiuhucU0b/6w78b7IOEQGbOKSTQ2Ey/bPWDZQCRMVkkR7U1NNpGdmQiWA/NFZDawC7gKb8xLd38EfiEiISCCd9nhJ8D6JOqOW6o6u+O5iDwA/FlVnxSRDCDgjzHJAM4F/n2MutlDMgkvIjIP2OIP4j0a7zOrBmpJ4c+rLykbwLhtrcieUs5aUMKUjBjB6l209HMHhwonxLtVzZxRlEVGOMjM/uMcypvaWF3dQl2bQ140iBOOEoh2vU3alsRZk2CMLdF8KiI5BNVhVmsV0bYWVB3c+MAzy5ZnFbIzbxYtkXSi7S3M3bORwvoyEs1Dm5FWBxjXUzdpKhuPOBUNBElvqGHqirfJ2b6dYFvbgOcTXXfwcz6JZMr0sRGNhnEOmYEzpxh3egGEgmhzHPKy0bKeiQAKOH5PI5NzSGwppe3ld4kefQhpSxehDc3E39+I08+AXEUJRCOEc7OYfMKRhHOyaKupZ+/bq3H7eQcKjltC1twZZEzLRwIBKlevgy39Z7d1yAmEuTgyddByAE7z4GOgDqSBph3ojw5x4j6JJJ+1J8ED/+vKGwLRP2Xggf8SGJmB9KNFVRMi8iW8LJwg8BtVfV9EbvTX36Oq60TkWeA9vNTcX6vqWoC+6o7JjvRBRB4GzsCbyK8UuBUvDRxVvWeAqlPxLr+A9zfyIVV9dnR7m7Q+E16AGdC5Xx8HPisi7UALXnq4An1+1ge4/yMqZQOY1oQ3EHNqVnq/ZVSVNeXVrC5vJDcy8C8aV5XXyhspb24nIxTgxKkZTM+MDPmXeIIAb2XORoC58UpmtlYT0YHP2nTclBGgOZpByGnn0PI1TGnc05mNtD/DTp1AkMrieURaW5hcuZOM+r0U7NrClN3byGispaF85OaFGQpNj6LhMIG6RjQWof2sY5GaBkKrNtG+ZReUVffOChKBvCyic4sIFkyCcAhn917c2gbir61GHRfaEyT6eMciRfnE5pRQMG868YoqmneUoQmH3c+9RmvFwNmSaVOnoKqUvbWS+p1lNJZVjORbYcyY8bM9n95n2T37vP4R8KNk6o4Xqnr1EMpe0+35VrxLZONOMgkvqvpDvNTwvtaN289rOFI2gAkGBv6m15Zw+Nu2ckprG5mZFeHY/IwBbyMQECE3GqQgLcT83BjBIQYuNcF0cp1mQrgc3bSTbKeFcBKZQLVpuWzMP4R5VZvIa97L7Kotg6ZQJ8sJhqgonsfu6YeQiMQoKN3E5MqdhJx2Zm5eOSLbGCoNh0jMLsZZNBN3xlQCW3YR/fPrBOqaiP72f5HaRgTvxpt9N6AwJYdATgZt67aT+LAC2rxgRQeY2Tf7xCOIzS6m8b1NNGzcTnTKJBo37yAyOZdwdgbqOISzMmjZuqPP+jv+9BdaBwlEjTHGHDgpG8CEBglg3iurYlddI0tnFDA73N7vmZRt9a1kR4JMjoU4YnL/Z3P60y4B1qUVURbJ5aimHUxtb2ByomnQem3BMFumzKciu5BYe0vnQNmRCl72TJvNznlLcMJRcqrLKNr+AVn1Y3uX9OaTj6B1yXwIh5C6JkLL1xFc3xUwBGobB6jdzYYPadnQd6DRn/q31lL/hjd+yJ2WS6xwCm5bO+q65J+2lPaGJpzmOJGZhVS9s5a2+iT7YowxZkykbADTn4TrEgoEWFKcz8y8bPIz02irqexVzlFl5Z5mttS3MisrwuRY5pC3VRXKYG16Ca0SYl5LBfntyY1h2J01jc35C3ACQWbs3cbMvdsJjsCkc4lgGFGXoOsQcBJk1VZRtOMDMhv27nfbw+HkZNJ22Gxib76PuC6B5lYi67fDBzsIlFWNWBZVUtyu9zdWmE9rhRfMNazfSv3aTbTXNRCIRph06jFMWryAitffPZC9M8YYM0QTJoBxVVlVuodddU2cv2gm4WCA/My+R+u2JFz+truR6niChbkxDp88wKjefmyKFbAlVkCGE+eEph3kOMlP6uZKgMzWBuZXbiCjff+n928PRtg1dQ7l+bMpqdjM9N2bmLznQybvST4TZ6QokJg5jfiR80nMKgLHJbxlF6GKvcRWbgAgPsbjGoNpaQT9jLW2mjrwBzy7rW3E99YSyc4ay+4ZY4xJwoQIYFoTDsu27GJ3fTML8nMZ6B6Mje0OfymtJ+EqJ03LZHpmZFjbzEm0MDNexYJ4BcFBLvu0E2BT2lSynDj5VFBYX0Zhfdl+n4FoC0XYVTCX8vzZuIEgU2rLyKsdOA14NDnpadRfeRbupCykqYXYm2uJrtlCoPkAz9iblU7Wwhk0rt6AtvUeoNxWU0dkUrb3wlUQQYJBMmYXkzmzmLJXbAY8Y4wZ71I+gKluivPK5lJa2h1OnDWNefm5A5ZPDwUozogwLydKbjT53XdU+WBvC4noFOa0VlGQaKAgMfAlIwXKwzlsSJtGq4SY0+rdlXmkLp1smnkkNdlTya/ZxfTdG0mPH/hxG+2TsmnPzSZ9WymB5hZCFdWE31pLeFMp4h64Uy0SixBeMIPwwpmESryZjtura4lvLe1VNpSZTryiystoUmXSMYeRdcgc2usaqF67kda9dQes38YYY4YnpQMYVWX5zgpU4byFM5jSzyUjgMqWdrLCQdJCAY4tyOi3XH9WVzWzqa6VkkCkR9rzQHZEJrM+vZDsRDNHt3iXmUbyXMTs0g+Yzfuktw4+aHg0NB46j9rTlhJoaiFt+y5ElYznDvzZC8lMI+u6i5FgEKe6jvhrq6lZvxWnn4G46SXTaCmv7EzRrv9gMzUr1gLQYplGxvQiItnAwPdpMWOlRVVHZobTFJPSAYyIcOqcIgIBIS088K7kx0JUxROkhYY3Hf7CSWkUpIXJWr826TrF7TUEm11K2mpGZcBqeuvYZsrEPiwn+63VZKzb0plFNRa0sYX4394jsaMCd08NAM4AM+dUv7mKRFPXxIDOAb7EBfBMvJJMCXFqNG/Qsp++80G+e+X5zJs28G0yjBlF37jgvPO+WVRYCKqouqiqNzjef9356Cp0rO/+6C9H1SvrOqD4dfurr6g63vR5muS2XLdbu97rrvV067N2llfFL9uxnK7nLl57XV2Hrl3v9iNdz/Fe+1U7l3W89h61a710e66Ki/rlvMeusv5yVTr+tbgu00IxKpzWdFUd2oynKS6lAxiAjGi4x+sfPfAwU3JzuPayC3ssFxHu+N3vmZqXy81XfBSAT37nv7j9+k8zv6Rw0O2khwKkZ0YYysWFsLpMb6sZQo3UEmpoInvl+LgTe9uK9UmXjZfvGcWeDK7RTfBuWx1fz5qbVPnPnn4sdz/3N37895f2uf6C2+/j1ivO44QFMwF4duV6bn/8Be684VMsXTCL8779E6obGjtvfgpw6QlHcsuVF/XZXofK2nqu/uF9/OX7/8y5t9zBdz9zKScu8vr89PI1/MfDf+LOG69m6YLZnHvLHb22cdkJR3HL1RcntY9m3AvdeMP1nHbSSajr4CYSqOug+z467ajj+o+OvyzhPe/2iOugCW8ag86yTldb9NMmrrtPPbdHva76Lq6TgM7tup2P3nIXN+H3L+F47SVcb33CC7bchIs6iptQ1AE3obguuF7zOAnxHp2ejwlXcBUcV3DwZh53Fe85XY8uSgL1Xovi+K9dVRK4fjnXK6eut167XneUS7guu51Wmt1gs4jM9SfiOyikfADTXXVdPU/8dRl//dWdSZW/9sIz+fljT/Ozm64b5Z4Z0+Wd9joOCWUSTnLa/TMOm8ftj73InvpG8rMHTvd/avlafvynl/n5dR/jmAWzOpf//POf4sSFyQVMHZat3cTJh87rtfyPb6zkPx97lru++BmOmjujc/kvPv9pTjx0/pC2YYzZPyJCYShGZiDE5ramLYdGs/igteGAzlIxVsbB7YVHzmMvvsLpxx5FLJpcZtGZRx/O2x9sorLGBm2aA2dDeyNzQl2TJta77fy/plI+cutdXHj7fTz0as85aKLhEItKpvLGhu0DtvuHN1dzx59e4Zf/+AmOnFW83/189f2NnLp4QY9lj766gh899hz3fvmzPYIXY8zYygqEWBzNYneilRnhtLG7pn8ATagzMK+sWMUV55zR+fr9Ldv45p33sm1XOactObTXbLzRSJhDZ0/n9TXruey043u1155wuOvxZ/jT6yuorKkl4XhZNfOm5PDgZ84Z1X0xE9dut5X8gBdku6o80FTKoeFMfvuvn6OiroEb7n2UWQWTOOmQzpvlMmdqHhsHuPT16BurWLltF/feeAWHFBXsdx/bHYd3Nu3ge3//sc5lv1+2nHe37ODXN1/DwpJp+70NY8zICiHkBkJUu8nf305EGlU1039+IXAncBawDeh+x9pHVPUHA7RzL/A7Vf3bSLU5mAkVwGzcvpM5JUUAtLUnuPG2H3PtpRdw5SlH89d33+Of7/q/XPfRs3vUmVs0lfU7d/XZ3p1/+DPL123mwX+9iZyMdL74k18RjTfyldOOGPV9MRNXizpE/ctHpU6cRk1wdiyfcChIyeRcPnb8ETy7cn2PACY9GqGqvv9sszc37mDpvOnMn5bf5/qb7n2kx+03vnr5OXzilGNpaIlz/c9+x5bde/jv//M55hd5d85+Z9MODimZSkYs2lnnjfVbOG7BbBb0EyB95d6He2zjax87j0+cupRVW3fyo0efIRwKkp+Txfeu/QTh4MA3VzXGDE1Clc3tTYQR6t1EdPAaPYnIWcDPgXNVdaeItKjqkUNo4njgCyPc5oAmVABT39RMRloMgFUbNpFwHK697ELaa/dw3nFH8cAzL/WqkxGLsae29yWkppY4Dz63jCe//y8UTp4EwLlLl/CnF16iOGfotx0wpkOaBGn1bx1R47bToAlurdvAbd/2xt656nLU7JIedZpb28hK6/930i0fP4dfvfgG3330Of7tk+f1Ott45w1X9TkGJhYJc9cXPs2Pn3i+x/K+Lh995+qLueeZl/nOg3/ktr+7rNc2fnbD1X2OgSnKy+X+f/oHYpEwdz75Ai+tWse5xyzud1+MMUPT5CbY2NZESSjG+rbGIY9/EZFTgV8BF6rqlmHUXwRsVO2ah2J/20zGhApgsjMzaGrxUmIrqmuYOnlSj1+yRZN7p6w2xeNkpfeeP2b5+i2UFExm1rSub5v1TS1MzoiNQs/NwaQwEKXKbWM6aeQGQkwKhPl61jzO+9f+s4K2VuzloqP7n4YjLzOde2/4JNfd/Qjfe/xFbvl4cpc4w8EgeVm950V6de0m7rzx6p7byMrg/puu4Zo7fsNtD/+Z73wquQyjgtzszufBYAAZaKpsM24tX76cpsZGP8PH8dKSHcdLV/Yfvcwj18sicl0/Bdr1s4Y6nnfUTfhpzAl/vQvq+I9+eXVRN4E6iroJLx/Zr6eu316vPvj1u6931e9TRz3Fddxu9RR11N83L23Idf1Hx0ulVsfPtPa65WUkueC64mdre1lIfjVcP43a8VOrXbwMpI5H9TOQXMARL3XawUujdvy0acdPpPZeK46fYu2q9+OgtKhDZaKVJnUOW9/WOJy00CjwR+AMVe2ezpkmIqu6vf6+qv6+nzYuAJ4d4TYHNaECmIWzZrBtVzlHLJhLQV4uFdU13n8QX3l1DdOn9pxLY0tZBZecdGyvtmoaGsnJ6Bpoqaq8uOI9Pr5g8JRrYwZySDiTrYlmjorkMD2YRowgL7dWcXp7O+FgkG0V1cTbEyye4R1rbYkE60oruO2qCwZstyAnk1/d+En+4a5H+NEfX+IbV18yrP6VVtXQlnCY08flqILcbO6/+VquueN+fvjoM/zLFQP3qWe7e3lt7UZuuOD0YfXLjKmH/+P7P1gEvDOCbR4zwu2lyrZH1KxQ2q2N6nxFVYc7p0U78DpwHXBTt+W9LveIyBzgFiBHVT/RbdV5wLXDadNv9zLgIqAAuEtVn9+3TF9SN4BRF7e155w9px+1mLdWr+Hik45hyezpBAPCbx9/iqtOOYa/rnyfNVt3cNzCeeB4Z7na2hN8sO1DfvC5qzuXdZhfVMAH2z9k3dadzC7M564nn0OAs+cVeRH8cDnDm15fE0Orp+7ID0JPZq66pMoksa3RvAnBcNvWpHq+Tx2F+D7VDgvlcE/rNhpcl7AEuCq9hOfilVxw6120u0pJZpRrFxQydbN3U8lXyms5PDuKvPMmfQ3jdeMt1K16lz2lmwgCP1hSzNfefI9YLMbNl54FKF+++yEC3c5GnrhwDndef2XPjvrfnJetWc+ph83b5zj3Jy9zHablZvLrr3yWa37yAJFQgJsvPRtQvnT3f/eYB+bEhXO48wbvLE5jS5xvPfAY37vmY4QC0tm2JvqfcHBfEjzwv650kLvEiw58NkndgRM9U+VslKquFJFCVf23kWpTRFaMZHupsu1R8G8isgJvrMlwuMAngRdF5Fuq+r3+CvpzzFwnIn/oWCYi6UCuqpYNp02/3SeBJ0VkEvBfwAQPYPpw2RkncclXbyXe2kYsGuGur3+JW+5+gJ889DinHbGIs4/pOfj2ryvXsnThXAom5fRqa/HsGdxw8TnccMd9qCqnHL6Qe7/2j8jGd3uVNWYoMgIhloRzWNFWy4nRPLIDYa5IL+akU/oe4/KHrZV89Yjp/bb34EcO6/G6MD3KQ2cexrQLzwLguX+/qa9q/Xr1/c1cffrSHsueu+3mHq9Lpkzixdv/qff6Pua2STgOX//NH/jCRWcwe6rNJmzMeKOqzSLyUeBVEalQ1fuHUP0jQK8BpsNs89vAXclueEIFMHnZWVx+xkk8/PzLXHvxuRw+bzZP/fi7JBpq+yz/22de4rbrruq3vRsvOYcbL+k5lqDvlowZmrNjyac6//zkBYMX2g+f/+VDbCjdzfaKKq445RiWzp/JcfNnjVj7z6xYy5rtu7jn6Ve45+lXuPLUpZx/rA3iNWY8UdW9InI+sExEqug9XuVZVf1GH1UvAP7Qx/Kk2xRvsOoPgGdUNemzBBMqgAH42mc+MXgh3+9v/afBCxkzwd39hU+NavsXH7+Ei49fMqrbMAfEfeO8vVTZ9mgY9v50zNfiP/8Q6Ji/oddcByIyGbgdOEpEvqmq3wdOAnr8MR1Km74vA2cDOSIyT1XvSabvEy6AMcYYM/JUdUT/6I90e6my7dFwoPZHVauBG/dZdvQItPsz4GdDrTehbiVgjDHGmIPDuAlgROR8EdkgIptFpK/rbMYYY4wxwDgJYEQkiDfy+ALgUOBqETl0bHtljDEHl8G+SIrnZ/7690Rk0MsHIvIbEakUkbX9rB9ym0nuy3QReUlE1onI+yLSKx1PRM4QkToRWeX/fGcktj0aRGS7iKzx+7mij/Wj8j6OZ+NlDMxxwGY/xxwReQS4FBjuxDzGGGOGoNsXyXOAUmC5iDy1zwRpFwDz/Z/jgbv9x4E8APwC+F0/64fTZjISwNdU9V0RyQLeEZEX+pjw7VVV/egIbO9A+IiqVvWzbrTex3FrvAQwxcCH3V6X0scbLyLXA9f7L1vnf+zaPiP6FDYF6O/gTGUTdb8W7/NN6D5VvW/f4/TW+nXJHadPj3Dvnl41wg32MFE/04m4X30ep32US+aL5KV4dxxW4E0RyfUnuCvvb+OqukxEZg3QvyG3mQy/frn/vEFE1uH9rZmoX4xH5X0cz8ZLANPXdJS9pj31/9PdB50zKfa+B0AKm4j7BAfffk304xRsv1LJEPYpmS+SfZUpxg8Uhmk02uzBD6COAt7qY/WJIrIaKAP+WVXfH6ntjjAFnhcRBe7tIwgd9fdxvBkvAUwp0H2q0RK8g8kYY8yBkcwXyaS+bI7CdoffuEgm8Bhws6rW77P6XWCmqjaKyIXAk3iXYMajk1W1TEQKgBdEZL2qLuu2flTfx/FoXAziBZYD80VktohEgKuAp8a4T8YYczBJ5ovkaHzZHLUvsCISxgte/ltVH993varWq2qj//xpICwi4/J+Fx33GlLVSuAJvEt+3R10JwLGRQCjqgngS8BzwDrgf5I4jTehJiLyTcR9goN7vw7mfU9FE3G/kt2nZL5IPgV81s94OQGoG4ExFqPRJv709PcD61T1jn7KTPPLISLH4f1NrN7fbY80EcnwByIjIhnAucC+Y+tG5X0cz0STuX2wMcaYCc+/jPJTvCnff6Oqt4vIjQCqeo//x/4XwPlAM3CtqvZK6d2nzYeBM/AGSFcAtwLh/WkzyX05BXgVWEPXTei/Bczotu0vAZ/Hy1hqAb6qqq/v77ZHmojMwTvrAt7Qj4dG4rNJdRbAGGOMMSbljItLSMYYY4wxQ5FyAcxgszqmomRmjEw1IhITkbdFZLW/T98d6z6NJBEJishKEflzP+vtOE0RE/lYHew4NSaVpVwAgzer4/lj3YkR1jFj5CLgBOCLkvq3UmgFzlTVJcCRwPn+wLKJ4ia8Aef9eQA7TlPFRD5WBztOjUlZKRfA+Hnve8e6HyNJVctV9V3/eQPeL5zise3V/lFPo/8y7P9MiAFXIlICXAT8ur8ydpymjol6rCZznBqTylIugJnoBpkxMqX4p69XAZXAC6qa8vvk+ynwdboyGw46E+k4hQl7rP6Ug/w4NRObBTDjyCAzRqYcVXVU9Ui8CZWOE5HFY9yl/SYiHwUqVfWdse7LWJloxylMvGPVjlNzMLAAZpwYbMbIVKaqtcDLTIwxIScDl4jIduAR4EwReXBsu3TgTOTjFCbUsXpQH6fm4GABzDiQzIyRqUZE8kUk13+eBpwNrB/TTo0AVf2mqpao6iy8mUr/qqqfGeNuHRAT8TiFiXmsHszHqTl4pFwA48/q+AZwiIiUish1Y92nEXAy8Hd435JW+T8XjnWn9lMh8JKIvIc3RfkLqnrQpHLacZpSDupj1ZhUZTPxGmOMMSblpNwZGGOMMcYYC2CMMcYYk3IsgDHGGGNMyrEAxhhjjDEpxwIYY4wxxqQcC2CMMcYYk3IsgDGmGxHJExEVkaeHWf8uEdnlT/q23+0ZY4zpmwUwxvR0tP+4cqgV/aDlUuCP2jXB0rDbM8YY0z8LYIzpqSPgeHcYdZcCxcCTI9SeMcaYflgAY0xP+xNwXA7UAS+NUHvGGGP6YbcSMKYbEdkITFHVvGHUXQ+8o6qfHon2jDHG9M/OwBjjE5EsYB7DG/+yCDgEeGIk2jPGGDMwC2CM6XIUICRxuUdEXhKRj3dbdBnQCjw7nPb6aH+JiNR3ZDMZY4zpyQIYY7oc4z8OGnCo6kdU9bFuiy4HXlDVxuG014fFwHuqqiLyRRF5W0TiIvLyMNoyxpgJxwIYY7oMa8CtiJQAx9Iz+2jY7fkWA6v85+XAD4CfDKMdY4yZkCyAMabL0UAjsGmgQiJytoh0L3MZoMBTw2nPb/NzIrJBRGpF5IfA4cBqAFV9XFUfByqS3RFjjJnoLIAxBhCRdLxBuKtU1R2k+BH4wYXvcuA1Vd0znPZE5Cbga8CVwBQgCziXrjMwxhhj9hEa6w4YM04sAYJATES+0cf6RlX9RbeyqwFEZBJwGvD14bQnIjnAbcC5qrrKb/MB4Hpg7X7tkTHGTGAWwBjj6Rivcqz/s69lQPcApmMA78V4/4+eHGZ7ZwDVqvpmt3VFwEZVbUm++8YYc3CxS0jGAKp6l6rKAD+nA4hIGFhE1yWky4HVqrptOO0B+cAeeroau3xkjDEDsgDGmKFZBDSr6g7/9RvAt/ajvQ+AI0XkBBGJichXgCvoNsZGREIiEsM70xPwy0X2Y5vGGJPy7BKSMUPTOf4FQFX/c38aU9XXReSneBPg1QHPADvpeQbm28Ct3V63AK/gXX4yxpiDkt0LyZghEJE7gICq3jzWfTHGmIOZXUIyJkkikg1cAvxlrPtijDEHOwtgjEmCiFwGrMPLNvrfMe2MMcYYu4RkjDHGmNRjZ2CMMcYYk3IsgDHGGGNMyrEAxhhjjDEpxwIYY4wxxqQcC2CMMcYYk3IsgDHGGGNMyrEAxhhjjDEpxwIYY4wxxqSc/w9mSpGAt7qcGAAAAABJRU5ErkJggg==\n", + "image/png": "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\n", "text/plain": [ "
" ] diff --git a/plot_figs/fig06/fig06.png b/plot_figs/fig06/fig06.png index 67a3a0f..8eb2831 100644 Binary files a/plot_figs/fig06/fig06.png and b/plot_figs/fig06/fig06.png differ