From c7edaae4a3fe148ccc1747e70015c4d7118aeece Mon Sep 17 00:00:00 2001 From: Lars Jonasson Date: Thu, 19 Feb 2026 12:17:15 +0100 Subject: [PATCH 01/25] Add notebook for PR ideas --- notebooks/vertical_skill.ipynb | 311 +++++++++++++++++++++++++++++++++ 1 file changed, 311 insertions(+) create mode 100644 notebooks/vertical_skill.ipynb diff --git a/notebooks/vertical_skill.ipynb b/notebooks/vertical_skill.ipynb new file mode 100644 index 000000000..48da39d78 --- /dev/null +++ b/notebooks/vertical_skill.ipynb @@ -0,0 +1,311 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "f83c3d95", + "metadata": {}, + "source": [ + "### Considerations and ideas for working with 3D model and vertical observations" + ] + }, + { + "cell_type": "markdown", + "id": "70e8aed9", + "metadata": {}, + "source": [ + "#### Summary of qustionnaire ~40 answers\n", + "\n", + "- People use sigma-layers (some use Mike Wave but I guess it also work with sigma)\n", + "- Most use fixed profile location in time\n", + "- Some use Matlab and excel but most use python and Mike Zero Probably P or M in combination with Mike Zero\n", + "- Most people interpolate model depth to exact obs pos. However, ~1/3 binned the obs to model cells (with or without aggregate)\n", + "- Clear, ready to use visualizations are highly valued: observed vs modelled vertical profiles\n", + "- Vertical profile analysis is a key gap: e.g. depth range stats, and easier profile to profile comparisons. \n", + "- Advanced diagnostic plots are requested: e.g. Hovmöller diagrams\n", + "- Users have example plots and scripts\n", + "\n", + "**What does this mean for Modelskill dev**:\n", + "\n", + "1. Focus on sigma-z layers\n", + "2. Start with x,y fixed profiles\n", + "3. Options to interpolate or bin observations\n", + "4. Need dedicated vertical plots\n", + "5. Vertical profiles stats, e.g. vertical_grid_stats\n" + ] + }, + { + "cell_type": "markdown", + "id": "d63e8d63", + "metadata": {}, + "source": [ + "#### Features needed for minimal version\n", + "\n", + "- Support vertical observations with fixed position and depth coordinates. Time coordinate should support non-equidistant timsteps.\n", + "- Match 3D sigma model to these observations with binning and interpolation. Get a comparerer.\n", + "- Calculate statistics on vertical grids (e.g. rmse with depth)\n", + "- Slice Comparer in vertical (results similar as comaprer with pointObs)\n", + "- Aggregate Comparerer in vertical (results similar as comaprer with pointObs)\n", + "- Plots" + ] + }, + { + "attachments": { + "image-2.png": { + "image/png": "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" + }, + "image-3.png": { + "image/png": "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" + }, + "image-4.png": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAABKQAAAG3CAYAAACKWY1CAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsMAAA7DAcdvqGQAAP+lSURBVHhe7N13eBTF/8Dx9116T0gIofcSehUQqSqgqIiIYsOu2BA7WGgiCqg/QEQBQUCxIFKkQ6R3CC30BEjv/ZLLXe5u5/fH5o7kCD3tvs7refaB3Znb28zszu5+bnZWI4QQSJIkSZIkSZIkSZIkSVIF0dovkCRJkiRJkiRJkiRJkqTyJANSkiRJkiRJkiRJkiRJUoWSASlJkiRJkiRJkiRJkiSpQsmAlCRJkiRJkiRJkiRJklShZEBKkiRJkiRJkiRJkiRJqlAyICVJkiRJkiRJkiRJkiRVKBmQkiRJkiRJkiRJkiRJkiqUDEhJkiRJUhXx6aefsnXrVvvFNyUsLIy3337bfvH/tH379jF8+HAGDBhAdnY2b7/9NuHh4QD88ccfzJ071/4jN2zXrl3Mnz8fIYR9Upl4++23+fnnn+0XV5rVq1cze/ZsFEWxT/qfcOHCBR544AEuXrxonwTAqlWreOqpp+wXl4kVK1Ywffp0zGYz8fHxfP755xQUFNhnkyRJkqT/DBmQkiRJkqTr+Oqrr6hTpw55eXkllgsh6N27N4sWLSqx/HqEEKxdu5b169eXWJ6SkkJ+fn6JZTcrNTWV48eP2y8GwGAwEBwcTEBAANWrV7dNn332mX3WcmM2m3nvvffw9PSkevXqNGzYkIEDBxIeHn5LQZC0tDReeOEFAgMDee211/D09CQ5Odl2ox8fH3/V4MP1KIrCd999R7169dBoNBw8eJB69epRvXp1goODadq0KS+88ALR0dH2Hy3V4cOH+eWXXzCbzbZlx44dIyYmpkS+q1EUhc2bN9O/f3/q169Py5YtGT58OBcuXABg+/btLFiwAJPJZP/RUkVERDBr1qwSy3Jzc8nIyCi3AFxpFEXh8OHDPP744zRo0ICGDRvyyCOPsGvXLvusty0vL489e/Zc9TjT6XTEx8fbLy4TCQkJnD9/HkVR8PPz4+zZs5w4ccI+myRJkiT9Z8iAlCRJkiRdx7Bhw8jPz2fHjh0llp88eZLk5GQ6dOhQYvm1CCEwm83s2bOHffv2lUj78ccfeeCBB0osK2vBwcEsXLiQsLAw2/Taa6/ZZwPAYrGUmBdCXLHsWhRFuWqQafjw4YSFhbFkyRJq167NyJEjiYuLK5HnRr4vNjaW3Nxcxo0bx8MPP4yrqyu//fYbPXr0sM960w4cOEBMTAydOnWyLXNxcSEsLIzNmzfz008/kZuby9dff01hYWGJz5bm7NmzbNiw4bp/09VcuHCBjz/+mCFDhrBs2TJmzZpF165dMRgMAISHh7NmzZoSAa9riYqK4s8//yyx7KmnnuKzzz7DycmpxPLytGrVKp5++mlatWrF0qVL+e233xgwYAATJkywz1runnrqKf7991/7xWXOx8eHnj17MmXKFPskSZIkSfrPkAEpSZIkSbqORo0a0bNnT7Zt21YimPD999/TpEkTWrRoQU5ODq+//jrt27fnoYce4uDBgwAUFhby4YcfMmfOHD7//HM6dOjAzz//zNy5c5kzZw7NmjXjjTfeQK/X89Zbb9l6TQkhCAsL47777qNDhw48+eSTREZGArBu3TqGDh1K+/btue+++9i/f79tm67H1dWV5s2b065dO9tUq1YtKHpk8PXXX2f69Ol07tyZ5cuX88gjjzB16lQ++eQT2rRpw7Fjx0hMTOSll16iffv2DBkyhFOnTtnWP3v2bCZNmsQXX3xBt27d2LJlS7Fvvyw4OJh27drRs2dPpk6dSnx8PImJifz++++88cYbzJgxg27dutkeZ/v222/p2rUrPXr04I8//sBsNpOdnc2zzz5LSkoKd955J88//zwFBQU8++yzVwT7rOLi4nj++edp164dgwcPvmYPlfnz59OhQwcCAwNty7RaLe3ataN9+/b07t2bRx99lJSUFFsQKDMzk1GjRtGxY0fuv/9+9u7dC8CJEyd4//33Wbt2La1bt+ahhx6y9cTJycnhk08+oV27drzxxhvk5ubavq+4/fv3U7t2bZ588km6du3KPffcwzvvvENoaChhYWFMmzaNsLAw2rZtyx133EFOTg5hYWE89thjdOjQgf79+7N9+3Yo6qn2ySefcOTIEZo1a0afPn1ISkrijz/+4Msvv7Tt50ePHmXw4MF06NCBV155hfT0dNv2vPzyyyxatIg333yTjh078s4775QIQP7yyy/07t2bDh068OKLL5baUy01NZXPPvuMwYMHM3bsWHr06EH37t155ZVXSgTLNm7cyD333EPHjh2ZPHmyrYyioqIYMGAAZ8+e5fHHH+eOO+5gyZIl5Obm8sEHH9CpUyfGjBlT7BtVBw4cYODAgXTv3p2VK1fatvuPP/7gvvvug6Led126dOGXX37hkUceoXPnzixcuLDE33j27FmGDRtG27Ztr+gtl5KSwrPPPkvHjh357LPPrgjOduvWjd27dxMbG1tiuSRJkiT9V8iAlCRJkiRdh0aj4Y033uDgwYOkpaUBkJ6ezooVK3j44YfJzs629VT5+OOPCQ0N5e233yYmJgYhBCkpKXzzzTckJSXx0Ucfcf/993PvvfcyYMAAZs2axUsvvYSbmxuJiYnodDoANm/ezJtvvknbtm356KOPaNasGZcuXQJgy5Yt9OjRg08++YTmzZszevRo22Nb11NQUMDu3bvZuHGjbUpMTISi4MDy5cuJiYnh008/pW3btsTFxbFgwQIKCgqYMGECLi4uvPLKK8TExPDOO+8QFBTE3XffbXtMMDMzk7lz5xIdHc37779P8+bN7bZApSgKJpMJvV7P3r178fT0xNPTk5ycHP7880/Cw8N5//336dKlCx999BHz5s3jmWeeYejQoYwbN45169bh5eXFa6+9hq+vL9OmTeONN97A1dWV+Ph49Hq9/VcSFRXFAw88gJubGx9//DH169fn5ZdfJioqyj4rhYWF7N69m44dO6LRaGzLFUVh48aNbNiwgUWLFjFjxgwGDhyIu7s7Op2O119/nQMHDvDWW2/RrFkzhgwZwu7du6lfvz4jRoygc+fO/N///R9jxoyxBbrWrFmDRqPho48+4ujRo1cd86pp06ZERkaybds2Lly4QE5ODkIItFotbdu25eGHH6Zt27Z88803fPXVV3h6erJz5066dOnCxx9/TLt27Xj77bc5ceIETk5OPPnkkzRq1IhZs2YxceJEAgICyMnJse3jZ86c4YUXXiA4OJh33nmHmJgY7rvvPltQKiEhgalTpxISEsIbb7zBli1b+Oabb6BoH33//fcZMmQIn332Gc2aNbPt28VFRESQnJzMc889h4uLi225RqMhKCgIgLVr1/LUU0/RrVs33nrrLVatWsXUqVNRFAWj0Uh0dDSvvfYad911F/fddx8ffvghL774Ir6+vowcOZKVK1eyfPly27rz8vL49ddfGTp0KPfffz8ffvghJ0+eBCA7O9sWVLJYLBw/fpz58+fTv39/nnjiCaZMmWILJB4+fJh+/frRpEkTPvvsMwoLC3n33XfR6XTodDpGjx5NZGQko0aNIj09ndmzZ9u2gaL6dHJysgWvJUmSJOk/R0iSJEmSdF1ZWVmiS5cuYs+ePUIIIf78809RvXp1kZKSIr799lvRsWNHkZqaKnQ6nUhNTRWPPvqoWLx4sTAYDGLEiBHirrvuEkajUQghhMViEWPGjBGffvppie8YPHiw+P3334UQQjzzzDPi888/L5FuZTabhRBCGI1GodPpxH333Sc2bdokhBBi6dKlonfv3nafUBUUFIgGDRqIp59+WowaNco2HTp0SAghxMsvvyzuuusukZKSYvtM586dxYABA0RBQYEQQog9e/aI9u3bi+zsbCGEEAaDQfTq1UuMHz9eKIoiJk6cKO6++26h0+ls6yjOZDKJd999V7Rp00Y899xz4rHHHhP169cX48aNE3l5eeKHH34QHTt2FDExMUIIIS5duiRq1qwpfvvtN9s6pk2bJh599FEhhBB79+4VISEhIisry5beu3dvsWXLFiGEENOnTxcffvihUBRFfPPNN2LYsGEiJydH6HQ6odPpxP33319i3VbJycmidu3aYu3atbZlBw4cEA0aNLCV24gRI0SbNm3EsmXLhMViEeHh4aJNmzYiMTFRiKK/ddiwYeKdd94RJpNJ/PLLL+KJJ54QBoPBts6ePXuKJ598Uuj1eiGEED/99JPo1auXLb24wsJCMXnyZNGyZUvRokUL8eCDD4rZs2fb1vf111+LwYMH29Yliu0rhYWFQqfTiSFDhoilS5cKIYRYsWKFuPPOO215hRBizpw54u233xZms1nMnTtXDBo0yLaOpKQk0aBBA7Fs2TIhhBADBw4UH3zwgVAURQghxJQpU0T79u2FEELMmjVLtGrVSqSlpRVb+5X+/PNP4e3tXaJMijMajWLAgAHilVdeESaTSQghxLZt20S7du2EwWAQJ0+eFM2aNbMdN4qiiA4dOohXX31VGI1GYbFYxOjRo8WgQYOEEEIcO3ZMuLu7i0WLFglFUYTBYBCvvfaaePbZZ4UQQnz//feiSZMmQhT9vR4eHmLBggVCURSh1+vF448/Ln788UdhNpvFc889J0aOHClyc3OFTqcTFy5cEN26dROnT58Wx44dE+3atbPtC0ajUfTu3Vu89NJLtnZACCGaNm0qpk+fbpuXJEmSpP8S2UNKkiRJkm6Al5cX3bp146+//sJkMrF9+3YeeughgoODiYiI4Pjx4zRo0IAaNWrQoEEDVq1axdmzZ22f79WrF66uriXWeS1RUVF069bNfjEUDYTds2dPqlevTo0aNdiyZQuZmZn22Url7+/Phx9+yLfffmubio+RVLNmTapXr17iM506dcLd3R2AxMRE6tati6+vLwBubm7cfffdxMXF2cZRCg0Nxc3NrcQ67DVv3pyhQ4cycuRIwsPDGTduHF5eXgDUq1ePgIAAKHrErqCggF69etk+27p1a1tvsRtlMpm4cOECq1atombNmtSoUYMaNWqwefNmWw+x4sxmM0KIEr12AJydnW3ltmDBAqZPn87UqVPJzc0lOzsbf39/atasacs7cOBA4uLibOM82dNoNDRq1AgPDw8AgoKCbD2U7Lm4uDB27FjCw8P566+/qF27Nh988MEVA5MXd+rUKfr162fbV9asWXPD+8r58+fp3LmzbTypkJAQmjVrZhvrS6vVEhoaautBVrduXRISEqBojLCCggLatGnDiy++yJEjR4qt+TInJyc0Gs1VB2LPzs4mKSmJu+++G2dnZyjaPywWS4mXDPTt2xeKyrN+/fo0adIEV1dXtFotwcHBJR6Lc3Nzo2XLlmg0Gtzc3AgNDeXQoUO29OLc3d1p0qQJGo0GDw8PAgICiIuLIzc3l0uXLrFw4UJCQkKoUaMGrVu35tChQ8TExJCTk4OPjw/BwcFQ9Kjsvffea796XFxcbmj8MUmSJEn6XyQDUpIkSZJ0A1xcXOjVqxfr1q3j4sWLHDlyhFdffdWW1qdPH/bt22ebwsPDGTVqlO3z1oDDjXJ2di71Jj06OppBgwZx9913s3HjRvbt28e99957xfg0V6PRaHBycioxFX8kzdXVtcQ8dtte2g20Xq/H2dnZ9jkXF5cr1mGvcePGPPDAA/Tt25fAwMASg2i7uLig1aqXKNb1Fg/omM1mW3DiRmk0GpydnRkxYsQV9TRixAj77Pj6+uLq6lpqcMhabs7OzjRp0oS0tDSMRiNOTk5XDChuXzalsR9A/FpvuNNqtbi7u9O6dWu+//57+vbty8aNGzGbzVd8R0JCAo899hhdu3Zl3bp17Nu3j8GDB9/wvuLq6orRaCyxzGAwlCh7az1RVMbWba9evTrHjx/nxx9/xNPTk2eeeYa1a9fa8lrVr18fT09Pdu/ebZ8ERfWv1WpLPIJpsVgQQpQot+LbpNFoSmwXRY9aWgkhSuzDhYWF1wygFv8e699o3Qc++OAD2760f/9+jhw5Qo8ePXBycrpi8Hr7N/uZTCaysrIICQkpsVySJEmS/itkQEqSJEmSblC3bt0QQvD111/j5uZGixYtAOjSpQsnTpzA39+ftm3b0rZtW0JDQ21j4JTGxcWFgoIC+8U27du3v+IGXghBQkICBQUFvP7663Tv3p3GjRtz/vz5EvnKU+3atYmLiyMlJQWKxuNZs2YNTZo0uaI3UVlo3Lgx3t7erFmzxrZsz549tGrVqkS+63F2diY0NJQjR47QoEEDWz21bNkSf39/++x4e3vTokULIiIi7JNKSEhIsI3jFBgYSG5uLufOnYOiQMeyZcto3Lgx7u7uuLq6UlhYeM2A07UkJSWV6BVkNpsxGAy2nnfu7u6YzWZbICQlJQWdTseoUaPo0aMHTZo0sY2VRFGgxT64WFzr1q3ZuXOnLTB67tw5oqKiaNKkiX3WK+Tn5+Pt7c3gwYOZNWsW3bp14/Tp0/bZaN26Nd27d+frr78mOTnZttxisfDLL7/g5+dH48aNWbVqlW1bz5w5g4eHB56ensXWdOMKCgo4fPgwiqKQn5/P0aNH6dOnj322a/L29qZly5bs2LGDJk2a2PanZs2a4eXlRbVq1cjLy7O9iECv17Ny5coS67D2nLuZt3RKkiRJ0v8SGZCSJEmSpBtUp04devfuzYIFC+jZs6fthnjEiBG0aNGCQYMGMXnyZCZOnEjv3r05duyY/SqgqFdJw4YNWb16NXPmzOHff/+9ojfUiBEj2Lx5Mw8++CBTp07lmWeeYdmyZTRv3pzq1aszYsQIpkyZQpcuXW4qwJGXl8dff/3FvHnzbFNYWJh9tqsKDQ2lc+fOdO3alQkTJnD//fdTWFjIE088cUUPnbIQHBzMmDFjmDp1Ku+88w6vv/46S5cu5cUXX7TPek0ajYZhw4bh4eFB9+7d+eKLLxg/fjz33Xdfqb1zNBoNw4cPZ9++fSV6CVksFlu5TZw4keHDh/Pggw/i6+tLs2bN6Nu3Lz169GDcuHE89NBDXLp0iaeeegonJyeaNGnCkSNHmD17NqtWrSoRXLoR27Ztsw1QPnPmTIYNG8ahQ4d47bXXcHZ2pnv37kRERPB///d//Pbbb9SuXZtatWrxxBNP8OWXX9KjR48S+0pISAjp6elMnDiRZcuWXdGDp2fPnmg0Gvr06cOECRN48MEHadu2LXfffXeJfKWZNGkS999/P1OnTuXTTz/l33//pW3btvbZcHd3Z+HChWRmZnLfffcxZcoUpk2bRr9+/Rg7dixOTk588skn7Nq1i2eeeYbPPvuMkSNHMmLEiNsKgP7yyy+2t0ru2bOHDz/80D7LNWm1WsaMGWMb6P3rr7/mww8/ZODAgaSlpdG4cWN69epFz549GTduHIMHD7Y99mp19OhRQkJCaN++fYnlkiRJkvRf4TRhwoQJ9gslSZIkSSpdnTp18PLyYtiwYdSpUweKepo88cQT+Pr6EhcXh0aj4f777+euu+7C1dWVgoICmjZtWqJnSf369fH19eX8+fO4urrStm1b25g7NWvWpGbNmvTq1Yv8/HyysrIIDQ1l0KBBBAcH079/f3Jzc209pbp160azZs2oVasWRqMRb29vunbtWmyrVUIIkpOTyc3NJTU11Ta5u7vTsWNH8vLyaNiwIe3atbN9Jicnh44dO9q23dXVld69exMQEEBKSgodOnRg+vTp1K1bF4p6gtSuXbvE2EL2CgoKqF+/fqlv4DMYDAQEBNChQwfbo1JdunShefPmJCYm4unpydixY+nWrRtardY21lO/fv1sAYrc3Fw6duxIUFAQBQUF1KhRgxYtWuDp6cnQoUPx9fUlISEBrVbL/fffT8+ePa8IFlD0FrSlS5fStm1bateubet9FBsbS2pqKhaLhSeeeILXXnsNHx8fnJyc6NWrF7Vq1SIpKYkWLVrw1Vdf2XrS+fv7U6dOHc6cOYPRaKRdu3aYTCbatm1L06ZNoegxLjc3txJjZlnVrVuXevXqkZmZSUpKCs2aNWPChAn069cPio3/FR0dTUZGhu1Njnq9nvz8fF544QV69+5Nw4YNadCgAcHBwTRs2JCoqCiys7Pp0qULGo2GwMBAQkND8ff3p0+fPlgsFrKzs3nggQeYNGmSLRCr0+lo06aN7TgoLCzEw8ODe+65h3r16gGQnJyMq6sro0aNom/fvlc8nkjRI6HDhg2jWrVqxMXFodfrueeee5gxYwaenp7UrFmT/v37k5mZiV6v5+WXX2b48OG4uLigKAoWi4WePXvaeorpdDpCQ0Np2LAhFO1TgYGB9OzZE4vFglar5c033yQpKQkPDw8+/fRTmjdvbns01NfXl969e6MoCnq9nj59+tjGNMvPz6dhw4Y0b94cX19fnnjiCQDi4+Px8fHhscceo3Xr1ri6unLnnXcSEBBAZmYmgwYN4tFHH6V69eq0adMGs9nMTz/9xJAhQ+jYsWOx0pAkSZKk/w6NuJmfVSVJkiRJkv5DFixYQEpKCmPHjr1qgE2SblZ0dDRjx45l9uzZBAYG2idLkiRJ0n+CDEhJkiRJkiRJkiRJkiRJFUqOISVJkiRJkiRJkiRJkiRVKBmQkiRJkiRJkiRJkiRJkiqUDEhJkiRJkiRJkiRJkiRJFUoGpCRJkiRJkiRJkiRJkqQKJQNSkiRJkiRJkiRJkiRJUoWSASlJkiRJkiRJkiRJkiSpQsmAlCRJkiRJkiRJkiRJklShZEBKkiRJkiRJkiRJkiRJqlAyICVJkiRJkiRJkiRJkiRVKBmQkiRJkiRJkiRJkiRJkiqUDEhJkiRJkiRJkiRJkiRJFUoGpCRJkiRJkiRJkiRJkqQKJQNSkiRJkiRJkiRJkiRJUoWSASlJqgSbN28mPj7efnGVcunSJTZv3sy///6Loijs3r2bvLw8FEXh+PHjVX77JUmSpBtz7tw5Nm3axLZt28jNzWX//v0oikJhYSF79+4lMzPT/iOSJEnSDYqPj2fv3r32i2/Zzp07iY6OBuDChQvs27cPRVHss92S7Oxs9u/fjxDCPkmSyoVGyL1NksrUuXPnGD9+vO3E4O/vT8+ePXn00Ufx8PAAoGbNmkybNo1nnnnG7tO3Rq/X89133xEeHo5Go8HPz49OnTrx5JNP4uPjY5/9uhITExk2bBg1a9akdevWfPLJJ/Tq1YtFixZRv3593njjDfr27cvTTz9t/1FJkqT/CdHR0Xz++efodDo0Gg3+/v488MADDBw4EBcXFwDmzp3Ljh07eOGFF7jnnntsnz1x4gSTJ0/m0Ucf5bHHHgMgKSmJn3/+mcjISFxcXGjTpg3Dhg0jJCSEPXv2MGfOHEwmk20dnp6ejBo1io4dO9qWAWRmZjJp0iQSExPRaDQEBgbSp08fHnzwQds55mZcuHCBYcOGERoaSsuWLRk0aBAffPABa9asIS8vj0ceeYQvvviCnj172n9UkiSp0hw/fpwvvvjCfjGffvopbdu2tV9cbqZOnUp4eDgAXl5eNGzYkIEDB9KlSxc0Gg0AS5YsYeHChWzfvt3u0yWdOHECIQRt27a1fbY0HTp04JVXXuG1115j+vTpbNy4kfXr1+Pm5maf9Zqys7PZs2cP/fr1s50/Dh06xKeffsq6detwdna2/4gklTnZQ0qSylh6ejp///03PXr0YMiQITRu3JiPP/6YH3/80ZYnOjqaJ598ssTnbofJZGLPnj3UqFGDwYMHU7t2bd577z3Gjh1LYWGhffbrOnLkCMePH+ePP/5gwoQJuLi4sGPHDpo1a2afVZIk6X9SdnY2//zzD926deOBBx7A2dmZESNGEBYWZssTHh7OypUrWbVqVYm2dvr06fzzzz+cOnUKgLi4OPr06cOmTZvo3Lkz9evXZ9WqVRw7dsyWHhERwZAhQ2zTgw8+SEhIiG2dVgUFBWzatIkmTZrw0EMP4ePjw0svvcSCBQvss96QsLAwMjMzWbJkCZ988gnt2rVj3bp1uLu722eVJEmqMpKTk9m0aRO9e/cu0XYGBwfbZy1Xe/fuxcvLiyFDhtClSxeOHDlCz549mTx5su1HhqeeeorNmzfbf/QKS5cu5ddff8VisdgnlXDgwAFeeeUV+8U3LSYmhjfeeIOMjAzbsk6dOrFmzRoZjJIqjNOECRMm2C+UJOnWxcXFsWjRIr777jt69epFjx49EEKwbds2WxDq999/x8vLi8DAQHQ6HTt27GDXrl1ERETg4uJCYGAgGo0GIQTHjx8nLCyM8PBw4uPjCQ4OvuJXcKPRyMqVK7nvvvt48skn6dOnD3Xr1mXFihU89NBDnDhxgoSEBC5dusT27dvx8/PDz8+PHTt2sG3bNs6fP4+vry9+fn6kp6fz/fffExERQXBwMAUFBdStW5e1a9dSs2ZNnJ2dWb9+PQ0bNrT9ApWWlsbmzZvZt28fiYmJhISE3PSvNJIkSVVJcnIyv/zyC19++SV33303gwYN4uzZs8TFxXHfffcBsGbNGgoLCxFCMGjQIDw8PEhKSuK1116jX79+1KpVi759+7J27Vr27NnDrl27uPPOO+nVqxdPPfUUjRo1QqvVcvLkSc6cOcPXX39NmzZtaNOmDS1btiy1h6tOp2PJkiWMHDmSIUOGcO+991JYWMjOnTsZPnw4W7ZsobCwkGPHjrF3717q16+PxWJh69at7Nixg9jYWAIDA/Hy8uLcuXPMmzeP6OhofH19cXZ2xtXVlZ07d9K4cWMMBgN//vknd999N/Xr1wcgNjaWTZs2sX//fnJzc6lRo4atx5gkSVJFuXDhAv/88w//93//R48ePWxtp7e3N2azmU2bNqHX6zl37hxbtmwhJCSEHTt24OXlxe7duzlw4ACtWrUiOzubsLAwdu3aRVJSEjVr1rRdw65cuZL09HRiYmLYsmUL1apVw9/fv8R2/Pnnn9x11128+OKLdOnSheHDh9OxY0emTZtGx44dqV+/PlFRURw4cIDmzZsDcPr0abZs2cLhw4eJiYkhMDDQdv+QnJyMXq8nISGBxo0bs3DhQoQQnDhxgl27dlG3bl02b96MRqOhevXq7N27l/Pnz9OmTRs2b95MdHQ0ISEheHh4UFhYyLJly2zX/RT9KH748GEaNGjAunXrWL9+PT4+Ppw6dYo6depgMBjYtWsXTZo0QaPRoNfr2bp1K7t27eLChQsEBATYzk0nTpwgMjKSjIwMNm/ezMWLF6lTp468B5BuiuwhJUnlRKfTkZ2dzfnz5203IVYffvgh+/fvB2DPnj3Mnj2b06dPs2nTJp577jkuXrwIRb+6PP7442zdupVTp06xZMkSjh8/blvPtXh5eaEoCkIIfv/9d15++WVmzJjBuXPnyMnJYcqUKYwaNYqDBw/yyy+/8PLLL5OcnIzJZCIzMxNFUUhISCAnJweLxcLUqVNJSUmx/xpiY2N5+OGH+fnnn4mIiGDcuHF88cUXFBQU2GeVJElyaO7u7lf0Oq1evTqBgYEcOnQIgA0bNtC2bVtat25ty6PVasnPzy/xK7Szs3OJX6AtFgs5OTm2SafTXfdXcisPDw9b3rlz5/Lyyy8zf/58zp49i9Fo5NNPP2XcuHGcPHmSWbNm8dZbbwGQn59PTk4OJpOJhIQEdDodcXFxzJgxo8Tjg1Znz55l6NChrFixgpMnT/Lee++xaNEiOdaIJEmVQgiBTqcr0XYKISgsLGT27NmMHj2amTNncurUKdLT0/nmm2946aWXWLp0KWfPnkVRFN5//32mTZvGmTNn+OKLL3j33Xdt6586dSqjRo3i+++/JzIykuzs7BLffzUDBw6kQ4cObNmyBYD9+/fzzTffQFEQZ+jQoaxdu5YzZ87w119/sX//fvLz88nLyyMvL4/ExETS0tIQQvD666/z5ptv8ttvvxEVFUV+fj6TJ09mx44dtu87e/YsX331FadPn2batGmMGTMGinrUfvbZZ5w4ccKW9/jx48yfPx8hBLm5uVgsFpKTk0lISMBoNBIdHc2sWbNs4whOmjSJ119/nYMHDzJr1ixGjBhBXFwcAFu2bGHUqFGMGTOGI0eOMG7cOD7++GPbd0nSDRGSJJWp3bt3C2dnZxEcHCxq1aolgoODRf/+/UV0dLQtT0hIiFiyZIkQQoiCggIhhBCKooiCggLx1ltviUmTJgkhhJg2bZq45557hMlksn22NNnZ2eLBBx8UkydPFgcOHBB//vmnqFevnnj11VeFXq8Xr7/+uujatavIysoSQggRGRkpNBqN+O2334QQQuh0OjFgwAAxe/ZsIYQQv/32mwgICLCtv7CwUHTr1k2cPXtWFBQUiBdeeEH88ssvwmKxiDFjxoghQ4YIs9kszGazSElJER07dhSnTp2yfV6SJMnRHD16VAQFBYnly5eLffv2iTlz5oiaNWuK5cuX2/K8/PLLYvDgwWLu3Lli2LBhoqCgQAwfPlwsX75cjB07VowbN04IIURcXJy48847RfXq1cXgwYPFTz/9JGJjY21t+++//y58fHxErVq1bFOXLl1ERESE7bus4uPjRYsWLcR3330nDhw4IBYvXizq1q0rpk+fLhRFEY888ogYNGiQLf+xY8dEcHCw2L59uxBCiKioKNG2bVuxbt06IYQQX375pWjRooUt/9GjR8U999wjCgoKRFpamujZs6fYuXOnMJvNYvDgweLNN9+0tfe7du0SXbp0EYWFhbbPS5IkVYSNGzcKrVYratSoYWs369atK7Kzs0V+fr64//77RcOGDUVeXp4QQojMzEzRu3dv8eSTT9rWsX//ftGsWTPbNevBgwdF7dq1be1l165dxR133CGSk5Ntn7E3ePBg8d1335VYpiiKGD9+vHj00UeFEEIsXrxY9O7dWwghxNy5c0VoaGip7eaHH34o3n///RLX/c7OzmLo0KEiPz/ftqx9+/Zizpw5QhTdK9SqVUvs2bNHCCHE4cOHRf369UV4eLjIzs4WjRs3FmvWrLF9dtWqVeKxxx4Touj8UL9+fREXF2dLP3jwoOjfv78wmUzi8OHDonHjxuLo0aNCFN2ztG7dWsycOVMoiiK+/vpr0ahRI9vfsnbtWhEUFCQSEhJs65Ok65E9pCSpnCxbtoxdu3axceNGGjRowPvvv1/qGzCcnJxYvnw5n3/+ue0X7DNnzgDQpk0bzp8/z2effcaKFStITU21/3gJmzZtYs6cOWzdupW3336bcePG2R7v69atG15eXlA0RhTA/fffD0W9qfr06cO2bduKre36dDodp06dwmQyMXbsWMaOHctXX31Feno66enp9tklSZIczq+//sp3333HzJkz6dKlC71797bPQt++fdm7dy87d+4kMzOTBx98sER6nTp1WLlyJV9//TWNGzfm119/5e677y7R5rZu3Zpdu3bZpuXLl19z3L7Vq1czZ84c9u/fz7hx43jxxRdtg+A+8MADtnzbtm0jODiYLl26ANCgQQNat27N6tWrbXluRFJSEufPnyclJcXW3i9evJjo6Gj0er19dkmSpHIXEBDAihUrbO3mjh07Sjzq/Nhjj9mufa2Kv5BnzZo1tGjRgsaNGwPQvn176taty7///mvL06FDB2rUqGGbv1FOTk6YzWb7xbRq1Yrc3FzGjBnDsmXLbuit1T169MDT09N+sU39+vVp0aIFFK2/bt26bNq0yT7bTUtISKBGjRq0b98einoJP/bYY5w9e9bWi7Z37962x7bbtGmD2WyW9wDSTZEBKUkqJ3Xr1qVRo0Z06NCBxx57jJ07dxIbG2ufjU8//ZQpU6bg7u5OmzZtqFu3LkajEYC7776bdevWodFomDRpEt27d+fw4cP2q7B54YUX+OGHH5g5cybvvvsutWrVsqX5+Pjg5OQERW/l02g0eHt7A6DRaPD09CQ/P9+W/0aYTCYMBgPNmzenbdu2tG3blo4dO/LFF1/QtGlT++ySJEkOZ8KECcyfP5+tW7cSFxfH0aNH7bPQuHFjOnbsyMSJE2natCmurq72WQgODmbEiBFMnTqVFStW0LNnT5YsWWJLd3d3p1GjRrapXr16pa7HatSoUfzwww/MmDGDl156iYCAAFtatWrVbP/X6XS4uLjYBil3cnLCw8ODnJwcW54bYTAYMJvNtGzZ0tbe9+7dm2+//faa2ylJklRetFot9erVs7WbDRs2RKu9fHtbWiCpevXqtv/n5OTg5uZma8NcXFzw8PBAp9PZ8hRvT2+UEIKEhATq1q1rn0S3bt3Ytm0bvr6+TJs2jbvuuuu6Pwjbj1tlz8XFxfY3uLq64uLiQm5urn02gFJ/HL8ak8l0xbi1/v7+FBQU2B7VLh7ws25DaY98S9LVyICUJFWAwsJCzGZzqQ30vHnzeP311/nwww954oknCAkJsZ0stFotrVu3ZsqUKRw8eJDg4GD++usv+1XYuLq64uHhUepggsVfH1u/fn2EEJw9exaKThwXLly45q/xpfHy8iIkJAQXFxeefPJJnn76aZ5++mmefPLJUt8OJUmS5Gjc3Nzw9PSkVq1aPP3008yZM+eKC3qtVssbb7xBamoq/fv3L5FG0YsnrGM8OTs7ExAQQLNmzcjKyrLPesOs7X1pwaDi7X2LFi3Izc21/Qpv/b/1F+8bFRgYiL+/PwEBATz11FO29v6JJ5644oZFkiSpKijeFpa2rF27dqSkpNjG90tNTSUlJYXQ0NBS89+omJgYdu7cyd13322fBEDTpk0ZP348Bw4coGPHjixbtgxFUXBycrri/HIjsrKybE9RpKSkkJWVRevWrfH09MTNzY3k5GRb3nPnztn+r9Fo0Gg0Vx2v0N/fn9TUVFuATlEUDh8+TK1ateRb+KQyIwNSklROjh07xv79+9mwYQNz586lTZs2NGjQwD4b7du3JywsjLCwMObPn2/rEQWwYsUKfvjhB8LCwli7di3p6eml/tpys7p06UL37t357LPPWLduHfPmzWPHjh0MHz7cPus1eXh4MHz4cBYvXszUqVPZunUrq1at4ptvvilx8pMkSfpf0L9/fyIjI9mzZ499Ev369ePvv/+mb9++9kls27aNsWPHsnLlSnbs2MHPP//M0qVLS+TV6XTs37/fNh08eLBMHnvo378/gYGBfPHFF/z777988803pKSk8Oyzz9pnvaaAgABGjhzJzJkz+f7779mxYwd//vkn33777VVvZiRJksqT2Wzm6NGjJdrO0l7AczWPPPIIer2er7/+mq1bt/LFF1/g6urKkCFD7LNelRCC6Oho9u/fz9atW5k1axaPP/44d9xxBz179rTPzvr165k5cyZbtmxh/fr1xMTEUKdOHTQaDQ0bNuTYsWPs2rWL06dP33DbGhcXxw8//MC2bduYPn06Tk5O3H///bi4uNCvXz8WLVrE2rVrWbhwIStWrLB9zt/fHw8PD/78808OHDhQomcYRY//BQUF8cYbb7B+/Xq+/vprduzYwb333mt76kKSbpcMSElSOXn88cfp2bMnw4cPx8fHhz/++KPUV2MvW7aMjIwMHn/8cbZv387QoUNtjbyPjw+//fYbjz32GO+99x7PP/88r776qv0qbpq3tzf//vsv3t7ePP3003z33XdMnDiRrl272me9rvvuu481a9awceNGhgwZwgcffEB+fv41n3WXJElyRK1ataJr16689957V/yK7eLiQtu2bUuMX2LVtGlTjEYjH330EQ8++CBTpkzh+eef57XXXrPlOXnyJD179rRN/fr1s72h6Xb4+fmxbNkyEhISGDx4MJs3b+bHH3+kZs2a9lmv6/nnn+eHH35g0aJFPPDAA0yZMgUPD49b6kEgSZJ0u7KysnjkkUdKtJ3FAy7XU61aNebNm8e+fft48MEHOX36NMuWLSvxWN/1CCGYMWMGPXv25PHHH2f16tW8//77/PTTT6U+7ufv788///zDE088wRtvvEH//v0ZPXo0Go2Ghx9+GE9PTwYNGsQrr7xyw2+sbtWqFd7e3gwdOpRdu3axYMEC22PcX331FdWrV2fEiBGsW7euxHmnbt26vPfee7btt3+Td0hICEuWLCEnJ4ennnqKpUuXsmDBglLHUpSkW6UR8l29kiRJkiRJkiRJkiRJUgWSPaQkSZIkSZIkSZIkSZKkCiUDUpIkSZIkSZIkSZIkSVKFkgEpSZIkSZIkSZIkSZIkqULJMaTsCCHIyMjA3d1dDtIpSZJUSYQQ6PV6qlevXmZtcWFhIXq9vtSXC0iSJEnlTwiByWTC39+/zNr23NxcNBoNWq38nV2SJKkyCCEwGo0EBATcdFssA1J2dDodbdq0wcPD46YLs6IoilJlt600jra9ABaLxaFeZ+po22ttdsrqYrQiOFIZFxYWUlhYiLe3t31SlVa8rRBCEBkZSXJyMoGBgfZZb8maNWt45ZVXSn3rjSPVb3GO2L4it7vCOeL+7ahlLbf72hRFITAwkM2bN5fJ23gLCwt55ZVX2LdvH87OzvbJCCEQQlTI31YeHPHYLc4Rr/eKc+Tyz8/Px9nZGTc3N/skh+DIZY+Db7+iKGg0mps+bhMSEoiIiKBu3br2SdckA1J2jEYjoaGhhIeH4+XlZZ9c6YQQ6HQ6PDw8HOJXfiEEOTk5+Pr6OszFgKIoZGRkEBQUdNMHYmVQFIWsrCyqVavmENsLoNfr0Wg0eHh42CdVSdaek9WqVavy+7EQgvPnz3PhwgX69+9f6gV6VWQ2m8nPz8fX1xeNRoPBYKB58+ZERUWVWVscFhbG0aNHGTVqVIljRQhBZmbmLf2qU5kcsX0FMJlMGAwGvL29HabNoqitzcnJKdOeHRVBURQyMzMJDAx0mO0WQpCdnY2fn59D7duOdo1mpSgKubm5+Pn5lfs+otPpeOSRRwgLCyuTMrJYLIwcOZJPPvmEWrVq2SdTWFiI0Wh0uPaGov0pKysLf39/hzoOiisoKABwmOu94oQQpKWlERQU5HDlb7FY2LlzJzVq1CA0NNQh931HPAdYKYpCdnY2AQEBDln2eXl5uLm54erqap98VWazmZdffpnvvvuu1B9+r0UGpOxYA1IRERFldhNU1nQ6He7u7mVyIi9vjnjDJANS5U+v16PVanF3d7dPqpIcMSAVFRXFwIEDHebXGYvFYgtIUdQWN2jQgAsXLpTJr+gUBaQiIiIYPXq0DEhVImtAysfHxz6pSpMBqYrjyDcj1oCUo/wYQAUHpPLy8hg0aFCZB6QmTpxYakDKUdsbZECq0lkDUmU5dEBFURSF7du3ExISIgNSlcCRA1LcYqzBbDbz/PPPM3PmzJsOSDleDVcSIQSKolT6ZLFYrlgmp/KZJEmSJEmSJEmSJEkqH7KHlJ3SekhZLBYyMzMxGAz22StFYWEhTk5ODtHzQQhBYWEhLi4uDhPhFkWDsgUGBjpEZFuRPaTKnewhVf5kD6mbJ3tIVSxF9pCqMI7867jsIXVtsofUjZM9pCqX7CFVeRz5HIDsIXXTPaRkQMpOaQGpnJwcMjMzCQkJqRI7lcViQavVVoltuRGOtr3WgFRGRga1atWq8idRGZAqfzIgVf5kQOrmyYBUxZIBqYrjyDcjMiB1bTIgdeNkQKpyyYBU5XHkcwAyIHXTASnHq+FKYDab8fPzw8PDA3d3dznd5OTm5nbFsqo+eXp64unpidlstt8dJKlK02g0NGjQgNatWzvkSVCSJEmSJEm6dVqtls6dO1eZzhSSdC0yICVJpdDcwqsuJamqcHV1xd3dXe7DkiRJkiRJ/0Genp4O1VNT+u+SAalbYf+U483OX4WiKEybNo0BAwbQt29fvvrqK4QQfPXVV2RnZ9tnv6YOHTqg0+nsF18hLCyM/v3789prrzFnzhwKCgqIiYlh8eLFrF69mrCwMPuPlLBlyxbmzJljv/iGHDp0iCeeeMJ+8RUuXLjA6tWrAcjPz2f8+PH2WSRJKiYjI4PExEQ5OL8kSZIkSdJ/jKIoxMTEkJubixydR6rqZEDqZsXHw/btYDJdnt+3D3Jy1PnUVNixA4xGdT4lBfbsgYyMy+u4iri4ODZv3syqVavYtm0br7zyCmfOnGHmzJnMnz+fs2fPcvr0aRYtWsS8efOIioqioKCAmTNn2m48161bR2xsLADbt29n3rx5HD16FIDU1FQWLFjAwoULOXfuHHq9nvnz59OxY0eeeOIJmjRpgpOTk61XRWpqKoGBgQghOHPmDL///js///wz586dY9OmTcybN4/w8HAoetb39OnTLFmyhMWLFxMXFwfAokWLWLFiBd9//z3nz58v+ksvy8rKYunSpSxYsMAWdNu3bx/z5s3jr7/+oqCggO3bt/P999+zdOlS1q5dy8yZM1mwYAGxsbGkpqayePFifvrpJ6KjowH47rvv2LJlC3PnzuXcuXNs3LiRuXPnEh8fb/ftkvS/xzreVWJion2SJEmSJEmS9B9gDUhJUlUnA1I3KyFBDThZxxZKSFADUtYD3hqQsr6RzxqQysy8vI6rqFGjBhqNhhEjRjB//ny0Wi1169bFy8uLnj17Urt2bfz9/enTpw/dunVj8uTJWCwWVq9eTUREBEajkTFjxuDt7Q1AVFQUd9xxB6+++ipJSUl8+eWX1KtXj2bNmjFhwgRcXV1p0KAB3bt3p379+qxZs4bCwkL8/Py466676N27N3///TepqakcO3aMDRs20KNHD1JSUtixYwf33HMPGRkZ6HQ69Ho9f//9N3fccQdNmjRh6dKlGI1Gvv/+e7y8vOjWrRszZsygsLCwxN8cHR1N06ZNAZg2bRpnzpzhgw8+oGfPnpw5c4YffviBkJAQ6tWrR69evWjbti2urq7cc889BAUF8frrr+Pn50erVq0YOXIkOp2OadOmkZKSQuPGjXnwwQexWCxUq1aNDz/8sMR3S5IkSZIkSZIkSZJUOWRA6mZ16QKffALWt4N16QJvvw116qjzLVvCxx9D0ZuiaN0a3nsPmjS5vI6rcHd3Z+3atbz99ttcuHCBF198EbPZjIuLC3Xq1MHHx4f9+/czbtw4pk+fzoULF8jKymLMmDGsXLmS1atXM3DgQNvI9sOHD6d9+/a0bNmS7du3YzAYuPfee7nrrrvIz88nLS0NPz8/atasWWI0/IiICCZPnsz48ePZv38/OTk5ODs7c8cdd9CsWTMSExNp06YNjRo1om/fvri7u5OVlcXvv//O5MmTmTNnDnl5eVgsFkJCQujcuTOdOnXCYrGg1+uL/cXQtGlT7rjjDl588UVOnTrFzp07GTBgAKGhoTzxxBP8888/eHt74+vrS926dQkODsbJyYn69euj0WjYtm0bDz30EN27dycoKIiYmBgABg0aRI8ePbh48SIDBgygd+/eHDx4sMR3S5IkSZIkSZIkSZJUOWRA6mZpteDiAtbBgrVacHYuOX+t9GvQ6XSkp6dz1113MX78eJydndHpdLi5uWEqekRw/vz5vPfee3z++edQ9Izw3XffTXx8PIsXL+bNN9+0re/48ePo9XouXrxI48aNMZlMJCUlkZGRgaIotter2wsLC2PEiBHMnTuXatWqoSgKGo3G9urHgIAAkpOTEUJw6dIlTCYT7u7u9OjRg9mzZ7NkyRLef/9926DKxV/Xaf8cc0pKCllZWURERODn50eDBg04duwYJpOJiIgImjRpgrOzs61nlYuLCyaTCUVRcHFxoWbNmly6dImsrCxSUlIICAiw5bN+r7OzM1qtFovFUuK7JUmSJEmSJEmSJEmqHDIgVYXodDpeeOEFunbtSu/evRkyZAh169bl+eef59FHH2X16tU8/vjjvPzyy0ycOJGQkBAAW48hDw8P6tevb1vfpk2b6N27N4899hhdunRh5MiRDB06lIcffpgRI0bg5eVV7NvVN8sBdOvWjbFjxzJs2LAr8gB07dqVixcv0r17d7Zu3YqHhwfVqlXj7rvvZvDgwdx1110sXLjwhgJAQgiefvppXnnlFT7++GPuvfdeOnToQI8ePVi6dClTp04lNDSUS5cu8cADD3DhwgWGDh1Kt27d2L9/Pz///DMvv/wy999/P++88w61atWy/wpJkiRJkiRJkiRJkqoYjbDvsvIfZzQaCQ0NJSIiwhaMycjIQKPRlHisrTJZLBa0Wm2ZvtL90KFD/PHHH0yePBkPDw/75NtiNptLDJZe1QkhMJvNZGRk4OXlhY+Pj32WKkVRFLKysqhWrZrDlLFer0er1eJuffS1irMOFF6tWrUSPf6qqoKCApKSkmjQoIFDbC9F7Vp+fr6t56bRaKRBgwZcuHABT09P++y3JCwsjIiICEaPHl3iWBFCkJmZSUBAgMOUF0XbnZOTg6+vr0Ntt8lkwmAwVPm21Z6iKOTk5ODv7+8wbS1F252ZmUlgYKDDbLcQguzsbPz8/Bxq36box0UPDw+Het26oijk5ubi5+dX7vtIXl4egwYNIiwszNbz/nZYLBZGjhzJxIkTS/1R0lHbG4qOg6ysLPz9/R3uOLAqKCgAKPN7i4oghCAtLY3q1auX+3FR1qxtqMViISgoyD65ynPkcwBFbWp2djYBAQGVsu9YLBYiIyOJjo4mJyfniieUrsdgMODs7HzFeUyj0RAQEECLFi2oU6dOiboxm808//zzzJw586ZjJo5Xw1K58Pb25sUXX3SYAIEkSVfn7u6Ol5dXpZwEJUmSJEmS/mus4/NWhSk9PR2DwYBOp7sirSpMWVlZN/QkjXRrdu7cyYwZM0hJScHHxwc/P7+bmgIDAwkICLhiuY+PDzExMcyZM4eLFy/af+0tkz2k7PxXe0iVJ9lDqnzJHlLlz9F6SGVlZREfH0/Lli1xcnKyT66SZA+pmyd7SFUs2UOq4jjyr+Oyh9S1yR5SN072kKpcN9NDSq/X88ln48jOyweunfdGOWssdHa9xFlTTbKVK4dQuR4nJw0Wsxk0Ve86UKsRvP7Ky3Tq2NE+CRz8HEAl95DKy8tj+vTpDBs2jNatW9sn3xCz2YxWqy217IUQrF69mrS0NF5++WXb8tvpISUDUnZkQKrsyYBU+ZIBqfLnSAEpIQTnz58nKiqKgQMHyoBUMTIgVTU46g2iDEhVHEe+GZEBqWuTAakbJwNSletmAlJZWVmM+XQc9z31PH5ldL/oZNLTcv9Yolu+jC7w5gILQlGIOXkc78AggmrVLasYWdkQgsO7dtA1tAm9et5lnwoOfg6gkgNSycnJzJgxgy+//PKWv/taASmKhvpZv34948ePty27nYBU6d8iSZIkSZIkSZIkSVKpCgsLuXTpku3xM29fX/z8A8pk8vX3x9nFBW8fnyvSbmRy83DHy8sbP3//K9Iqc/L1D8DNQX6QdkRCiFv6MVoIgV6vR1EU+6QrODs7l+kjlw4bkDIYDMTHxxMZGUlMTAwGg8E+CxRFrM+dO2ebsrOz7bNIkiRJZSgzv5CtZ1P5addFdp5PI1tvss/i+IQC+kSI/h3OzYa0fWDOs88lSZIkSdL/qAsXLnDfffeRkZFhnyRJDsVkMnH48GHy8/Nty2JjY7nrrruYNm1aibxlzWEDUnv27OHLL79k3rx5TJgwgU8//RSz2WyfjSVLlvDSSy+xaNEiFi9ezJkzZ+yz3BQhBBblckRQCIFFWBCoTz5eL/16Fi1ahF6vx2w2s3TpUmJjY+2z3JTs7GzmzZvHH3/8wfr160lPT8doNLJu3Tqys7PZt2+f/UdKSElJYc2aNfaLb0p4eDh79+61zf/777+cPXsWIQSrVq1i5syZLF++/IqI7Nq1a4mKiiqxrDTx8fFkZWUBkJqaettlJknSrbuQlsdrv4bzypLDTF53hhcXH+aN38KJTr98gvufkLodtg+EvU9B+Fuw9W7Y/yIUJNrnlCRJkiRJkqRKMXPmTFauXMmUKVNYvnw5RqPRPkup/vrrrwoZFqJ8116O7rzzTr766iumTJnCl19+ydKlS4mMjLTPBkC/fv2YPHkyn3/+Od26dbNPvinHko8x88BMDCa1R9ax5GP8dOQnknRJAJzPOM+sA7PQGXUAnE0/y4+HfyQ6K7rEeq7mt99+Iysri+eff56UlBRq1Khhn+Wm7Nq1i9jYWO69917uvPNO/P39cXV1pUePHvj4+NCmTRv7j5QIDKWlpbFp06YS6Tfr2LFjHDx40Da/Y8cOIiMjWb9+PevXr+fRRx9l586dV3zP5s2bb2gE//Xr13PixAkA9u3bx8qVK+2zSJJUARQh+OCvExy4lIlZUYPwJovC3qgMJqw5xf/MiIVCgYOvQnYEWH9ssBRA7HKI/PHyMkmSJEmSJEmqRDNnziQ8PJxHH32UX3/9lX379vHmm2/SqlUr29S+fXueffZZUlJSANi+fTuXLl2iT58+tzwW1Y36nxjU/Ny5cwwYMID9+/cTEhJSIm3BggUsXLgQHx8fatSowQcffHDFiPM5OTmEh4dTUFCAyWRi5MiRnD592jaQbnZ2Ns7OzlSrVo3Taac5EH+AJ9s8iZuzG6fTThOREkHfhn0J9grmYtZFdsbsZFjLYXi5enEh8wL7E/bTu35v6vjWKfG9penRowetW7emffv2vPbaawCMHz+e5ORkCgoKePfdd2nRogUzZszg5MmT1KlTh2+++Qaj0cjy5cv5+++/qV27NmvXrmXVqlVMnz6dM2fOMGzYMKKjo3nppZfw9vZm/vz5ZGRkEBISwvvvv09MTAzjxo2jVq1adO7cmfj4eC5cuICzszNms5mFCxeyadMmNmzYgMFgoGPHjrz66qu88847FBYWotfradasGe++++4VAxfOmzeP8+fPM3z4cAB++uknBg0axIULF1AUhdGjR7NkyRL279/Pjz/+aPvc22+/TX5+vm0Q9+nTpxMfH88333yDVqulVq1afPTRRzz//PMYjUaaN29OYWEhhw4dol+/fowYMYIFCxaQlpYGwHvvvYdOp+Pbb7+lXr16xMTE8Mgjj7B//36Sk5P54YcfCAoKgqJuixkZGbi5udkGt6+qrAMb+/v72ydVWQaDAY1Gg5ubm31SlWQdWLQyBie8FXq9nuTkZBo2bFhu22tWBLkGC9kFJtLyCjkel8OeC+kcis5GKeW0Ut3Hjd9e6ETdgNIHNrVYLOj1etvAs0ajkRYtWtz2oOanT5/m0qVLUBQcd3V15a233rLPZhs49kbKS5txANcdfewXA6DUuBfTHYsRLgH2SeUiNzcXb2/vcv/1qiyZzWYMBgPe3t72SVWaoijodDr8/Pzsk6o06+CwAQEVs0+WlZycHHx8fBxq36Zo0G53d3eHG9Q8Ly/P9lKJ8pSXl8fQoUNva1Bzk8lEeHg4GRkZKIrC7Nmz+fnnn+Wg5lXQ//qg5gcOHGDw4MG8/vrrbNm6nfenfkvd+g3ts90SrSmfBv+OIrnjW+iD29snX5MQAn1uDhonJzy9q9a+L4Tg7yULKExPplnTpvbJUGw8I09Pz6uWfVVWmdufk5PDkSNH+Oqrr2zL+vfvz/Tp02nXrh0LFiwgICCARx55pMTnzGYzly5domPHjuTl5fHmm2+yYMECfv31VxRF4b333rPlPXr0KCtXrmTSpEklPv+fHdQ8Ozubr7/+mrFjx14RjAJ44IEHWLZsGYsXL6ZHjx58//33FBYWlshTWFhIQkICsbGxxMbGYjabsVgsKIpimyjauUKDQhnRbgSuTq4IIWgR1IJHWz5Kdc/qCCFo6N+QZ9o+g6eLJ0IIGgU0Ynir4dT2qY0Q4rpTVlYWFy9eZPDgwbZlHTp0ICQkBIPBwJw5czh//jyHDh1iwYIFPPvss2i1WjIzM/nnn3+YP38+n332Ge7u7vj5+TFw4EAeffRR3n33XZydnRFC4OfnR6NGjahevTq7du0iPj4egFq1ajFjxgxatmwJRY8PPvHEE2i1WrKzs1myZAnu7u4EBASwatUqTCZ1XJhnnnmGH374gdzcXNLT06/4myg6OBITE0lMTCQvTx1nZciQIURFRTFx4kROnDhBTk7OFZ9r1aoVP/30E/Xr12fZsmUsWbKE0aNHM2/ePAwGA+Hh4fTt25d3332Xr7/+mj59+jB06FC++OILoqOjSU9P56effuK5557js88+g6KB2L766iseffRRwsLC+L//+z+6devGmjVrrvj+4vtAVZ0sFottsk+rqpOjba91cpRtdnV1xdvbu0y312KxkK4rYNf5VH7YHsUHfx3n9aXhvLD4MC8sDufbsEgOXMoqNRgFgBCYr7E91m0t/q/1OLwdWVlZtrY9NTW1xHdc7buvP119TCwhbmY9tzdV1PeU9XTz5V21Jkfbbmt760jb7UjbWnxy1O22ThW1/bdLCGEboiE2NtZ2XSlJFc1sNmM2m0lNTUWvz0cpw4Geb4dGo8HTxxeXqvjDrxCYCgvJyMiw3RvaT0lJSSQnJ1+x3JGm5ORkkpKSrlhe3lNKSgoFBQUYDAaMRqPt8TwnJyeMRiNCCAoKCpgzZw6vv/66bRo1ahTffvst2dnZbNmyhczMTCZNmsSKFStYtWoVGzZssK/JMuPwPaSee+45mjZtykcffXTdX6MuXrzI2LFjWbhw4VV7vRiNRkJDQ4mIiLDlycjIQKPR3HS071b079+fF154gUmTJrFz507S0tJ4/PHH2bVrF8eOHePbb7/lww8/ZPHixcybN4+srCyCg4OJjo7m008/5eeff0YIwR133MHq1avZuXMn8fHxvP/++4wePZrnnnuOEydOUFBQwIsvvsikSZN44IEHcHd3Z82aNYwZM4Zdu3Zx4sQJRo0axZEjR5g3bx4TJ07k22+/5eOPP7b9yqTVavnkk0948sknady4MV988QUvvvgiDRo0KPE3zZ07F71ezzvvvAPAuHHj6NKlCw8++KDtwmTVqlUcOHCAqVOn2j43atQoevfuzdChQ1m0aBHx8fHExsYyffp0/Pz8mDJlCo0bNyY1NZVWrVrRr18/li9fzqVLl/jggw/4448/OHv2LBMmTODChQs8+eST/N///R9///0333zzDWvWrOHw4cNMnDiRefPmkZeXx7vvvosQArPZTEZGBl5eXlX+VzVFUcjKyqJatWoVHoW/VXq9Hq1Wi7uDvGVDCEFGRgbVqlVziF8pc3NzSUhIoHnz5re1vYoQRKXmseV0CltOp3A6MReTooAo+VBawyAv7g4N5p4WNfh4VQSX0vJLpGuAjvUD+Gtkd7RX2UctFgv5+fm2X+iNRiMNGjS47R5SxYWFhREREcHo0aNLHCtCCDIzMwkICLix8lIssKo2GNRuzZdpoMU70OFruMrfWZZEUe/Iini+vyw5ao8FRVFsvVEdpa2laLszMzMJDAx0mO0WDvzKb51Oh7u7+y33/qkMiqKQm5uLn59fue8jeXl5DBo06LZ6SBVnsVgYOXIkEydOlD2kqqD/9R5SZ86cYciQIaxevZpvZ81m2GtvUy2oun22W3K7PaR0mek4ubji5Vu1evUKIdizZSPtG9ah51097JNtbqbnelVjPXYrInZgLykpie+//57Jkyfbyq5Nmzb88ccftGrVitmzZ+Pp6clzzz1X4offwsJCDhw4QMeOHbFYLOTk5KDVavnpp58QQvD+++/beojLHlJFkpOTeemll/D19eXVV1/FZDLZght79+61DWx96tQpMjIyyMrKYvfu3Xh6el43cFXZ7rnnHmbOnMmYMWO4dOkSwcHB7NixgxUrVgAQGhpKbm4uf/75J7/99hvOzs4EBwdTs2ZNFixYwO+//05aWlqpf6dGo8Hb25v09HTWr1/PgQMH7LPQuHFjYmNj+eeff1i3bh05OTn4+flRvXp1VqxYwYYNG9iwYcNt/8qVn5/P33//zcqVK/n777955ZVX7LOwZs0aVq9ezaZNmxg8eDD33nsv06dPZ8WKFVy6dIl7772XGjVqcOjQIbZv30716tWJiopi+/bttGnThiNHjrBy5UoWLlzIm2++ab96SfqfI4QgKSmJixcvljjRXIsQgtRcA8fjstlwMpkZYed5cdEhuk/5lwH/t5Ppm85xIj4HXw8XWtfyo3+rEN7s24S5z3Ri75h+/Ptebz4d1JJujQOZNbwDLUJ8cNKqJ0FnrYZWtXz5YkjrqwajHI7WCbrMAdfAYsvcILg3NHuzQoJRkiRVXY54AyVJ0v8QIUi8GIkuM4OqPICnRqMpdbKmXStPVZ4qe/vtDRo0yBZMatasGY0bN0ar1eLk5FRi0mq1aDQafHx8qFevHvXq1aN79+507969XIcrcNgeUgsWLOCtt96ibdu2tqj7tGnT6NKlCwMHDmT48OE899xzvPPOO5w+fRqtVktQUBBvv/02nTp1KrWyqAI9pMLDw2nTpg2urq6cOXMGX19f0tLSyM/Pp1q1ahgMBtq2bculS5dITk7m4sWLzJ07lz179pCSkkJUVBTZ2dlMnjyZXbt2kZ6ejsFgoH79+owcOZKxY8cSFBTEqVOn0Gg0ODk50aRJE7RaLWlpaTRsqD73HB0dTUJCAp6enri6utK6dWtycnI4d+4cZrMZPz8/WrZsSVRUFDVr1sTT05OLFy9Su3btK34FiYmJQQhh6zkVFRWFn58f/v7+HDhwAI1GQ506dahfv36Jz505c8b2K6m/vz8tW7aksLCQkydPYjAYqFmzJg0bNiQnJ4ezZ8/i4uJC8+bNOXXqFM7OzjRv3py0tDTb39GmTRvy8vJISUmxpeXk5NCkSRPi4+Mxm800aNAAIXtIlTvZQ6r8CCE4f/48UVFRDBw4ECcnJ/ssABhMFk7E5xAek8XR2CyScgyk5xnJyC+k0KwGm12dtbSq5Uvn+tVoV9ePugGeBHm7EejtirtL6esFiMnIZ9+FDGIy9TQK8qZb42rUDbh2LyeH6iEFUJAEOx6CzMPQ6EWodR8E9wT3YPuc5UbIHlIVSvaQqjjWc7+j9pDy8PAo9UfBqkr2kKqarL0sZA+pyiFuoIdUVlYWGzZsoE+fPkz84suq00NKUTgXvh//6iGE1G9YpX4oE8V6SPXqeZd9Mjj4OYCiNtU6duPV9p3ykpSUxOzZs0v0kLoRiqKQnJxMUFAQWq3WNpWmrHtIOWxAqrxUdkDqRlgsFqZNm8aWLVvw8vJi5syZNGrUiNWrVzNz5kycnJx4//33GTBggO0zGzZsYNmyZfz8888l1lXWjEZjiWf5nZ2d8fDwwMXF5aYOisokA1LlTwakyk/xgNSAAQPRaLUUWhSMJgvJuQb2RKWz7WwaB6MzbYEnrUaDq7MWN2ctAZ4u9GpWnT7Ng+naqBperhVzU+VwASldFIT1BkMyDM0A14p/qYAMSFUsGZCqOI58MyIDUtcmA1I3TgakKteNBKSssrKyGPPpOBmQugEyIFW+kpOTmTlzJl988cUtl53ZbL5mQOrQoUNs2LCBcePG2ZbdTkCq9G+RqrwxY8awdetW1qxZQ6NGjQAYPHgwW7duZcuWLSWCUQD33XdfuQejKOr9tGTJEtu0Zs0a9Hq9fbYqTxQb2FySHIkA8o1mUnSFrDgazzebz/HWb0d4cPYeBs3azedrz7A7Kh0vV2fa1/VnSIfajL6nKTOHt2fVGz3Y+l4fJg1uTb8WwRUWjHJI+gR1DCn/9pUSjJIkSZIkqWrR5+eTr9OVzZSnw2I2U6DXX5l2nSlPp8NkLMRQoCcv78r0yp5MhepA21LZ8/HxwcPDg61bt2Iph0H2zWYzp06dumLM6Nshe0jZKa2HVHZ2Njk5OaW+xa8yWCwWtEXPeDoCR9teivaDjIwMQkJCqvyvOrKHVPmr6j2kzIrCmSQde6PS2X8xA11qLC6GbI6ZamEwCwTgpNXQNNib7o2DuLNxNRpX98bH3QUfd+drPn5XURyuh9TpqXBsDIR+CB0uv4yhIskeUhVL9pCqOI7867jsIXVtsofUjZM9pCrXzfSQys/P5+PPxmFCi/YqQyXcLGdhphMRnKMR2ZqbHL9HCDxcnSk0mbEIqlQPKQCT0cDLzz5D506d7JPAwc8BVHIPKSEEJ06cYOrUqdSrV48aNWrc9DZYLBY0Gs0VZa8oCgkJCTg7OzNq1Chq165tS7udHlIyIGWntICUxWKxvUKxKjCbzTg5Od30zlVZHG17RdEje9WqVbuhk1BlkwGp8ldVAlIWRZBnNJNrMJGVX0h4TBb7LmZw8GIm2QUmALQaqO4O/q4Kbj7+tKntz52NA+nSoBrVfdyr2jWJjcMFpLY/CIlroe8mqNnfPrVCyIBUxZIBqYrjyDcjMiB1bTIgdeNkQKpy3UxAiqJjPz8/335xpbBe1wghqmTb7+zsTEBAwFXHOXXkcwCVHJCyysnJYd++fWRkZHCz4Z6CggJcXFyuOI9pNBqCg4Pp2rWr7XrdSgakylBpASmKDozy6PZ2K/Ly8nB3d79iJ6mqcnJy8PHxcZgGxRp8CA4OdohtlgGp8leZAancAhORqXmcTdZxPkVHTEY+MRl64jL1mBW1+fZ0daJZDR+ah/jQrIY3Dap54a0x0LZxbTwc5LE7hwpIKWZYGQKKCR44Bx6V03tWBqQqlgxIVRxHvhmRAalrkwGpGycDUpXrZgNSVY3ZbEav118ROHAEjnwOoIoEpG6HTqfD3d39ptro2wlIOV4NVxKNRoOzs3OVmKyvZrRfXhUnR9pW62TdZkdsQCTHpwjBpfR8ft5ziRELD9Ln6+08s+AAE/45xeK90Ww/l8al9HyCfdx5qms9fnq2M7s/6sdvL3dj8sOteaFHI7rW8yLAyYibs2ziy0XuWTBmgE9TcL78w4UkSZIkSVJls/7QZjAY7JMkqcqRdyuSJEmVQBGCrPxCzqfo2B2ZzsLdl3jztyP0nLqNu7/ZzsQ1p9kdmY5FEdTy96Bz/QBGdK/PjMfbs/PDPuwd248vhrThntAaVPNyxdPVCRcnLSBISEggMjLyprvoSjcobbf6r28oaF3tUyVJkiRJkiqNEIKTJ0+Snp4urwWlKk8GpCRJkipIoVnheFw2S/ZF89HyE7y29Aiv/BLOy78cZtLa06w9kURanpHQmr48eUddJj/cmjlPdWTeM5356dnOTBrcmoc71KZeNdkrp1Kl7QY04NsctDfenVmSJEmSJEmSpMtkQEqSJKmMiaIByE0WhTSdgT8OxfLS4sO0nrCJwd/vYdzqUywPj+fgpUzis/R4ujoxpENt5jzVkUOf3MO6UT2Z8khbnuxajx5NgmhU3QsvN8cZj+R/mqUAso6Bsyf4NAGNPI1KkiRJkiRJ0q2QV9KSJEm3SQjI1ps4lZjDplPJ/Lj9AqP/PMrAGTu5Y8q/jPk7grAzKbg5awmt6cs9LWvwYs+GfDOsHeve6sn+sXfzf4+35/42NfHzkD1uqrS8S2DSgbMPeDW0T5UkSZIkSZIk6QbJgJQkSdItMCuCc8k6ftkfw+g/j/LMggO88ks47/55jGkbz7LmeBKX0vNpFOTF8C51+eaxdix9qRvznunEjMfb88mglgzpWJvmIT5FYz9JDiH/EphzwcUXvGVASpIkSZIkSZJulbwLkiRJugYhBPpCC1l6E5fS81keHsfbvx+l+5f/MmDGTj5bdZI1x5OISs2joNBCdR83Hmpfi6+HtWXPmH78+14fvhralqEd69C2jh91q3ni7eZMeb3DUaPRUKNGDRo2lMGScqG7CKY88KgN7sH2qZIkSZIkSZVKo9HQvHlzqlWrZp8kSVWODEhJkiTZKSi0cDIhh9XHEvi/sPN8uPwEry07y6BZu3n/rxOsPp6IzmCmRU1fHmhbk7f6NWHq0Lb8+mJX1o/qyczhHXi0U11q+nnYr7pC+Pn5ERgYiFYrm/gypZhAdx6EGYJ72qdKkiRJkiRVOuuPk56enmg05fUTqCSVDY2Q74IswWg0EhoaSkREBF5eVfNNVjqdDnd3d1xcqv5YM0IIcnJy8PX1dZibY0VRyMjIICgoyCEacUVRyMrKolq1ag6xvQB6vR6tVou7u7t9UqWJzypgT1QauyLTORaXjb7QQkGhBYPJgrWRrO7tSs+m1bmraRDt6wbg5+GMh6sz7i5atFWo7PV6PcnJyTRo0MBhjjuLxUJ+fj6+vr5Q1BY3aNCACxcu4OnpaZ/9loSFhREREcHo0aNLHCtCCDIzMwkICLh2eZnzYefDkBwGfTdDzXvtc1QoR2xfAUwmEwaDAR8fH/ukKk1RFHJycvD393eYtpai7c7MzCQwMNBhtlsIQXZ2Nn5+fg61b1N0jebh4YGzs+O8iEJRFHJzc/Hz8yv3fSQvL49BgwYRFhZWJtexFouFkSNHMnHiRGrVqmWf7LDtDUXHQVZWFv7+/g53HFgVFBQA4OFROT/Q3Q4hBGlpaVSvXr3cj4uyZt13FEUhKCjIPrnKc+RzAEVtanZ2NgEBAZW27xgMBvbv3096ejo3G+4pKCjAxcXlivOYVqulRo0adO7c+Yp7OLPZzPPPP8/MmTNvumeeDEjZkQGpsuWIN0wyIFX+KisgJYQgz2ghW19IZn4h51N0HLyUycHoTGIz9QgBGsDTzRl/TxcCPFxpHOzFHQ2q0TRAQ6cmdXCq4uM9CSE4f/48UVFRDBw4ECcnJ/ssVZJDBKSMmbChHRhS4JE0cPWzz1GhHLF9xYFvEGVAquI48s2IDEhdmwxI3bj/akDKaDRy/MQJjMZC+6QKJRDkZGfj53dzbb6TRuDvVECWxQNF3PjnypIQChcvXsTLy4uQkBDUq1tVrZohNGrU6Kb+pormyOcAqkBAKiIigq+//ppatWrd0jZYLBY0Gs0VZa8oCmlpabi6uvLGG29Qu3ZtW5oMSJUhGZAqW454wyQDUuWvIgNShWaFi2l5nErK5WySjkvp+cRn6YnPKiDPaAbAxUlLg0BPWtbyJbSmLw2DvKgb4EmdAA98PVwQQpCRkUG1atWq/H4sA1JXd9sBqawTsLED+LeH+8LtUyucI7avOPANogxIVRxHvhmRAalrkwGpG/dfDUhduHCB2QsWUa9pc5y0lXcNIxAUGo24urmhuYmRPz1Mmdx96RvCGn6AwcXfPrlCCCEoyE5H6+qOm5ePbevz8nQ4G/IY9cbrFXINfqsc+RxAJQek9Ho933zzDd26daN37964urraZ7kus9mMVqstteyNRiNLly7F2dmZESNG2JbLgFQZkgGpsuWIN0wyIFX+yjsglVtgYvv5NP49ncLuC+noCsxYhEBRhO3xO193F7o3DuTe0GB6NA0i0MsNJ60GrUaDfTHKgFT5c4iA1LnvIHwUNB8FnWbap1Y4R2xfceAbRBmQqjiOfDMiA1LXJgNSN+6/GpA6e/YcyzeGcc8jw3Bxufmb6TIjBAajAXc3d664MLwG19w4Wv/Zh5PDd1Loc7kHSUUSisL58AP4BdcgpF5D2/anJCZwLGw9o996o8yurcqDI58DqOSAVHJyMjNnzmTKlCm3/N3XCkgBHDp0iPXr1zN+/HjbstsJSJX+LZIkSZVECEjTGUnVGbleuDzPaOZCWh57o9L57UAsY/4+wX0zd9Lh8y2M+v0oq48nUlBooXaAB10aVGNY5zpMfrg1a966i4Of3M3cZzrxaGd18HFXZy1O2iuDUZKkEpC0Sf1vUA/7REmSJEmqdCaTCb1eb7/Y8WjUgbkdc7L+DfbLK3ZCAxrsl5XNRa71BxpFUeyTpEomhLhqIKmsODs7Y7FY7BffsvLdWkmSpJsQn6Xns1URvLzkMK8sOcyHy48Tk5FvS7cogotpeaw4Es+nq07y8pLDvPpLOK8tPcLHKyP441AcZ5J01PJz56F2tRj/YEvmj+jM3Gc68ePTHflqaFue7lafNrX9cHdxjJ5DUhVgTIfj4yBlmzp/aQlkHbfPJUmSJEmV6vDhw3z//feYTCb7JEkqM5mZmTzzzDMkJibaJ0n/Q7Kzs/n444/5+++/7ZPKlEMHpB5//HH8/f3x9/fH19eX+vXrc/jw4RJ5ZsyYgYeHB/7+/lSrVo358+eXSJckqWrIKTAxbtVJfj0Qy7G4bI7FZbM8PJ7Rfxxj2aFYPvr7BHdN3crd3+zg3WXHWbo/hkPRmSRkFaDVaOjbPJjPB7di14d92fVRP2Y90YHnezSkR5MgmtXwwd/TtUq9Ca+8aDQaqlevTt26de2TpFt1YjycmgyWol+dE9fDzsGQc8Y+pyRJkiRVmoyMDCIjI2XPlf86jYbgug3w8vMvs15RxRmNRvbt22d7JFOq2nJzc9Hr9WRnZ5Ofn8+Njti0Z88e1q5dy6VLl+yTypRDB6R+/vlnYmNjiY2NZc6cObRo0YLmzZuXyKPRaHjnnXeIjY0lJiaGZ599tkQ6RV3bTCYThYWFFBYWIoSo8pN1u6v65CjbWXyS21z+U2nbGxGfze4LGbbjEvUhKY7GZfPh3xH8eSiOzPxCGgR50adZdZ69sz4TH2zFry/dwc4P+rDwuc483a0+dQI8rlh3WU2lbXdVnPz9/alRowYajeaKNEeayoLFYrG17WazOog9N1OPebFwaVGJdYIAfTzE/Y1QLFd+poKmm/o7qtDkqNstiu2T9sur+uRo2+yo5ezoU0WVeVkoft1elo+OODqLxUJBQQFpaWmkpqZW+pSWlnbT25KRmUGhsVC9CJRuiUajISA4BHdv7xLLLWYzeXl5N10n9lNGRgaKosjAp4Po3LkzH3/8MV988QUvvvgikZGRbNy4kR9//PGKKS8vD4CYmBj++ecfBg0apD7uWY7+JwY1t1gs9OrVixEjRvDqq6+WSJsxYwY//PADjRs3plevXrz22mv4+ZV8VfeZM2d49913SU5ORgjBmTNniIyMrLKDven1elxdXR1mwMy8vDw8PT3L/XnWsiKKBgquiME9y4IQAp1OZxsM2hEYjUY0Gg1aZxdOJuVzICaHsHMZXMoo/ZeWJkHuDG5TnZY1vAj0csXH3RlvN2ectBVTP0IIcnNz8fX1dYh9orCwkIyMDGrUqOEwx53FYsFgMNheJmE0GunUqRMXL168rbZ4+vTp/Pbbb1A02PBzzz3HyJEj7bORm5uLj4/PFfXrlrIWn+PPl1hmpXg3w1D3OUwBd2L2aobQ3P4AvTfL0dpXiga+LCwsvK16rQyKoqDX6/G2u8Cv6hyt/bJyxH2boms0Nzc3h3mhBBW8b+fn5zNixIjbGtRcp9Px3nvvcejQIYQQxMfHc+LECTmoOTBnzhw++eQTQkJCqsTxbg1Y3Oj2U3T+b9GhM2O++havCtgnr+qWBzWPpdUffTj5xC5MlTWouRAY9fmg0eDuefklXYf37uLT116k2vVe4nIdJpOJS5cusXXrVnr16mWffNuEHNT8liUlJTF79mwmT55s++7Q0FBmzpzJPffcw+eff07z5s3p2rUrOTk59h+nVatWFBYW8vzzz/Phhx+ya9cuFEXhvffes+U5evQoK1euZNKkSbZltzOo+f9EQOrAgQMMGzaMEydO4O9f8vWa4eHhFBQU4OnpyfTp02nWrBnjxo0rcaGgKAoGgwFFUWw3QSdPnqyyF8uO9gaXnJwcfHx8HKZBEUVvVHOUNxJZL1hu9uCvaAUmCzqDmVy9ib0XUtkVmcH+6GzyjWqvFa21N4/d57QaDZMGt+TJO+rZpVQcUfQWNkd5k6H1LXsDBgxwmJui0t6y16hRo9t+y57RaLSNpbFt2zYiIyMZPXp0iTzWY6jUC4eMQ2jDeoC49i/wwi0IgrojqveB6t3BPQRcfMDZB7S3dtN1IxytfaXoosVgMFTIzW9Zsr6JzP46o6pztPbLKjs72+HeIIkDXqNRtG/rdLorfrAtD3l5eTz44IO3FZASQmAwGLBYLFgsFt5++22mTJkiA1LAihUr+P333/nkk09u6XXvZc1oNCKEuKm3Kl+8dIndx07y8NPP4+rmZp9ccRw5IKUonAvfj3/1EELqX37LXuyli2z/aykjnn7ypurEXmpqKo888gi7d++mZcuW9sm3TQakbl1pAak2bdrwxx9/0KpVK2bPno2npyf9+/dHp9PZf5wmTZqwevVqtm/fzptvvsnixYtRFIUPPviAoKAgkAGpK1ksFiZPnozBYODLL7+0Ty7h7NmzjB8/np9//vmqNzhGo5HQ0FAiIiJsv9RXNTqdDnd391s+kVck4YCvJVcUhYyMDIKCgiq8EbkViqLYAlJVaXuFgIRsPWeSdJxJyiUqNY+otDwupOZhNKu/mHm7OdMixIfQmr7U8nNn1bFEzqfobEEpDdC4ujfzRnSiUfXKu3m1BimrVatW5fdjIYQtIDVw4ECHDkg1aNDgtgNSxYWFhREREcHo0aNLHCvWG/aA0n4xFAK2DYDkMEo8P+BaDRo8CaYcdSyp3HNgLjqxa5zAsw74NAHvJuDTDPxCwTcUvOqq6WXAEdtXHPgGUSl6q5C/v3+VamuvR1EUMjMzHeZHFhz8ZsRRA1K5ubkV0jM8Ly+PQYMG3VZAqjiLxcLIkSOZOHGiDEgBa9eu5Z9//uG7777DrTKDOUWsYwx5eHjYJ13V2bPnWL4pjHsfeQwXl0oMqv0PBqSSExM4tmUdo99647aurRISEmjfvj179+6ladOm9sm3zZHPAThIQCowMJCLFy/af5yXX36ZY8eOsXXrVjQaDXv37gVg7Nixtt5wZR2QcrwatpOVlcWhQ4d45ZVX7JOuYDab5VsnJKkcKUJwOjGXmWGRPDR7Nw9+t4dRfxxlRlgk/xxP5HRiLu4uWh5qU4PvHm/Ltvd6s+j5Oxj3YEtG9mnMlEfa0CDo8gmyhq87nz/cmgZBVTM4LP0HaDTQeRYE97y8zK06dJ0PHb+FO+ZBvzB44Az0XgfN3wbfFpAfA8n/QtRcOPYR7H4MNnWG9e3h8CiIXwPGrOLfJEmSJEmSJEnlbvDgwbzzzjtXTN7e3txxxx2MHTuWjz/+mHvuuYd+/frRs2ex6+Ay5vABqcjISHx8fAgODrYte+yxx/j9998BGD9+PPPmzWPhwoV89tln3HfffbfVRVGSJJW+0Exspp7D0VksPRDDW78fpfuUf7l/1i7+L+w8Z5JycXHS0DDIi3tCg/nk/lDWvNWDo5/156shLbk3tDrVfd3xdnfGxUmLRqOhU/0A/n2vD/+82YPVb/Rg79h+dG8c+J94O55Uhfm2gLu3wX1Hof9eGBwNdR9RH8VzcgdXP/CsDbXvh04zYNBJeCQFev8DrT6GkLvBpzFo3SAvEs5/BzsfgpU1YUNHOPQ6XFwMaXtBFwmF2SV7Y0mSJEnSDQgICKBhw4YV3itD+m9xdXWlU6dO8p7aQURERNCqVSsA3nzzTV544QX7LCVotVqcnJxwcnLivffe44MPPijXNsXhA1JBQUF88MEHJbodvvTSS3Tu3BmA+++/H39/f3x8fPjoo4945plnHLLrnyRVNgGk6oyEnUlh+qZzvP3HMV5dcpjnFx3kk5UnWXM8kewCE+3r+vPcnQ2YOrQtc57qyMJnu/Dj0514uVcj2tT2R3udgci1Gg1t6/jTrq6/DERJVYdGCwHtIag7ON9AN3f3YKj9ILT7AnqvUaeey6HbEmgzAWoPBvcakH0cIn+A/c/D9vth5xDYMxwOvgaRP0L6ATCXPti/JEmSJBV3xx13MGrUqDJ5HFKSriYwMJDff/+91Mdkpcql0WjK/c2jFoulTOMpDj+GVFmTY0iVLUcc40SOIXWZIgRxmQVsOpXEuhPJnEzMwaJcbjI0gKerEz2aBPFA25r0aR6Mr8f190u9Xo9Wq3WYX1YcaQwpgLS0NOLj42nbtq0cQ6qYWxpDqlwJyIuBxA2QuBZStoLFeGXvKI0zBPdSA1y17gOfpqDRIIQ6qLkjta848JgucgypiuPI44fIMaSuTY4hdeNuZQypquaWxpA6d45fVvzDHX3uwbkM9pFbdotjSHnoE+mz7Qm29f0Tg2eIfXKFEEKQm56Ks5sbnj6Xj+uMtFTiI8IZ/ebtjSFV3hz5HEAljyGl0+mYPn06Tz31FM2bN7dPviFmsxmtVltq2QshWLNmDUlJSbz66qu25bczhpQMSNmRAamyJQNS5a+sAlIGk4WkHANxmXoupOVxIj6HY3HZxGbqsSgCrUZDkLcrdQI8qR/oSatavrSvG0BoTR+83G7uwlsGpMqXEILU1FSCg4Nva5+oSP/NgJQdixFyTkHWMcg6CnmXQB8H+ngozCoKVGnAo6baWyugPfnO9fEIaoHWqx541gJtJQ4Ae4Mc9QZRBqQqjiPfjMiA1LXJgNSN+68GpDIzM/ntz2UUFlb2uL+C/Px8PD29buq4cNOYaeWRwsmCGhSKymsHFMWCyWS+YnD75s2aMODee6t0G+XI5wAqOSAlhGDbtm389ddf3HnnnQQFBd1UGQohbD2g7D+nKApJSUlERkbywgsvlBjQXgakypAMSJUtGZAqf7cTkNIZzByJzWL/xQyOx2WTkmskPc+IzmBCEeCs1dAk2JtujQLp0qAaDQI9CfJxo5qXKy5Ot16fMiBVvgoLC0lOTqZOnToOsb3IgFTpTLlgTAdjGuguQsYBSN8P2SfAol7kC40LGrdAcAsCjxpqoCqwOwR1U8e1qoIc9QZRBqQqjiPfjMiA1LXJgNSN+68GpCi6jlEU9Y3MlUUIQXp6usPcD9jLy8vDZDIREBBQYrmLi0uV7z3vyOcAKjkgRVG7ePHiRSIjI8nMzORmwz0Gg6HU/USr1RIYGEirVq2oXbt2ibqRAakyJANSZUsGpMrfjQSkhACj2YLBpJCRb2RPZDpbzqRwMDoTo0k94bs4aXF30eLp6kzrWr7c07IGfZoFE+LnfjM9lW+IDEiVHyEE58+fJyoqioEDB15xMqmqZEDqJphy1cBU0hYsSWE4GRJAMYDFAEqxX5R9GkONe6HmvVCtM7j4qIOwa93UMbEqiaPeIMqAVMVx5JsRGZC6NhmQunH/5YBUVSCEIC0tjerVq5f7cVHWFEVh+/bthISEEBoa6nDb78jnAKpAQOp23Uqs4XYCUo5Xw5Ik3RCLIohOzyfsdAo/7Ijio79P8Pi8fQycsYtx/5xiV2Q6Xq7O3NGgGk/eUY9PBoXy04jObBzdkwXPdeGJO+pR07/sg1GSJN0mF1+o2R/RYRq6O/9FGXAYeq6ADt9Aszeg5kDwbgz5MRD1I+waCutC4d9+sP8FOPk5RP8GGQfBmMkVY1ZJkiRJkiRJUgWQASlJ+h+iKIJD0ZlM33SWh+fs4Yn5+3ln2TG+3nSe1ccSOZesI9jHjae61mP+iM6sfP1OfnymExMeasVzdzaga6NAAjyr/hg0kiQV0WjBsw6E3APN34KOM6DHb3DPNuh/EDp/D/WGgbOvOjZVzB9wciIcfBl2PASbu8L2B+DMdMg4BKJ838wiSZIkSZIkSVYyIHU1KSnqc04A6enqvFVyMiQkgPXZ5sxMdZlVWhrExYH1lYvZ2ZCYWDJ/TAyYzep8bq66Pmv+nBw1vbBQnc/Ph/h4MKmPYmjy8tDExoLRqKYXFKjfZ53Pz4fYWHU5qMtjY0GvV+cNBjV/fr46X1iofl9e3uX5+HjQ6dR5s1lNz8lR500mdXut8xaLmp6VdXk+KenyvBBqenq6Oq8oanllZFxOj4srWeapqepklZCgrtNahvZ1kpJyZZ0kJV1OT09Xv8Na5vZ1kpWlbmNRGaPTqWVgzW9fJ3q9uj7rvE6nlrG1DqxlbDBczn8jdWKtA2uZW+vAvk4sFkwXLpEan8rJxFxWhCfw2ZzN9Bi7gmE/7mPO1kiyT0fimptNDV93+jWtxsQuAfz7XBt2f9SXLx5uzb1eBuoreqp5uuCqLSpDax3BlXWSllayThITr6yT4seBtU6s+/X16iQnp2Qd2tdJXl7pdWItc/s6yctTy9haBwZDyXlrfmsdFBZet040sbEl6yQhQT1+KXYcZGfb8pOYeHleUdR0635vsajllZmpzluPk7Q09f9CqGWYlqamg/r329dJ8eMgKalknWRklKyT1FR1HdY6ycpSt9EqI6NknVjbJuv6srNLHgf2dZKbW7JOrG2TfZ3YHwf2x4m1bSoPWVmXt1evV7fX+n3W46749hc/Di2WkvuIdfutbSFFx401v8mklo+1jimqQ/t9pHgdJyRczm9tS4vXYVKSeuwIAYqCNi2tZB2mZUC2CdxrFw18PgwafAtD4mDQKWgwGdzvBc+m6uN7ackQsQGOfgib7oCFfvB3fzj+BaRsg4TjcOGU+jggReWXkFCy7YuJubxP5uaWPB9Zy9i6D+XloYmLK7kPFD/O7evEZLryOI6JuXzcKUrJ85m1TqxlTFGZW/Nb68R6HFJU5vZ1Yt/WWevEev66Rp2Qmqqu0yo1VT1OFUXNY237rNLS1PVZLGp6Vpb6N1hlZKjbYC0ja9tnlZ1dsk7y8kqWuU6HNiHhchla92trO2C9ZijeFpZWJ8XPTzdSJ8WvKeLiLl8TcGN1orlendi3pcXPL8nJl9tSa53Ex19OL61Oipd5erq6PmtbYT0fWWVmll4n1jLPyVG/7xp1UuIawVon1u+7Wp1Y12fNb18nxdummGLXbTdQJ5rERDTWOjGb1e0vfk2QkFDyOi8x8crzj7VOrMdJ8TpJSVHL3VoGZS0uruS5KjHxyusF6z5vPbfZt2PW/Hl5JevHem4qXv721wv2x0Rs7JXlbV+f9uVd/NwRU+y6WlFKXk9Y69taP0KoZV28nbJeL1gVv8ZTFDV/8XNH8etu6/VHXNzltt163V38+qP4Pp2Vpa6z+DWf/TGRkHBlnVjnrdfd9seM9RjLzy+9Toqfr+3rxP5cE2t3DVf83GGtE+sxU1QnGmsdXq9OLBZ1fcXP5/Z1kpBw5XWyfR2WOJ8Xu+4urU6s13jWMk5PL1HmzjodzmlpJa/5ih8H1jqxb8euVSfFjwN90XW0tYzt68R6HBQ/P9vXSUyxayzruaD4+b94nVgsJa+7zUXXbMXLODGxZDtlXyfF7z+vVifW/NY6SUgoeRwUPxfZ14k1JmCtk4yMkseBtW26Wp1Y2yZrnVivq+3vhaxlbK0T++tuaxlbjwv7tsm+TuzbJvs6sT8Oiu/3CcViArdKSCUYDAbRsGFDkff990KYTOrCv/4SYsmSy5kWLBBi5kwhCgrU+bVrhZg/XwhFUef//FOIqVOF0OnU+X//FeL774UwGNT5deuEmDhRiMxMdX7fPiFmzBAiJ0ed375diAkThEhJUecjIoSYPt02r9+5U5jHjxciNlZNv3BBiC+/FCImRp0/eVKIL74QIipKnY+PF2LyZCHOnr2cf+pUNZ8QQqSlCTFpkhBHjlzO/803Qhw6pM5nZ6vbs2uXOp+eLsSsWULs3KnO5+cLMX68EBs3qvO5uUL8+KMQGzcKRVFEVmqqUMaNE+Lvv9UyMhiEWLhQiJUr1fwWixBffSXEL78IYTar87/9JsTvv6vpQgjx3XdCzJ0rhNGozq9YIcSiRZfTFy1Sy1CvV+fXr1fzW+tk+XL1O3Jz1fnt29V1Wutkwwa1TtLThcViERkbNwrl22/Vv10I9W+dMEGIpCR1/tQpIaZNEyI5WZ0/fFiIzz+/XAfR0UJMmaL+K4QQp0+r8+fOqfNJSWr+M2fU+YsX1To5flydz8hQt+fwYXU+MVEo334rUsN2ik0nk8Ss1UfEmiGviHfemCVafLpBtBv1u/jsnlfFs89MFY/+sEd8vvyIiHhptIhatEyk5hqEkqtTy2P9enV9JpNaZ3/9pZa30aiW4d9/q+lCqOW1eLGaV1HU+li69HL6nDlqPVvLcNUqtV6tliwR4v/+T4i8PHV+0yY1v6KI/Px8UfD77+p+W7yMZ826fFxt3qyWeVqaOh8eru6X1vy7d6tllJCgzp89q5ahtY6OHFHL+OJFdT42Vj0urPNnzqh1Yq2DlBQ1/6lT6vylS2odHzkiFEUR6VFRQpkw4fJxkZSk/n1796rzeXlqmW7frs5nZqrHfViYOm80qulr16rlmZenthtr1qjpFov69y5bdrlOlixR562mT1frqbBQXceff6rHjdXcuUKZM0ecPXZMrF27VphXrhTip58upy9dKsS3315um7ZsUevRYlHnV69W68TaNu3ZU/K4Cgsr2TYdPapuU1aWOr93r1oncXHqfGSkur7ERHX+2DG1LbK2TQkJ6vyFC8JsNoucgwfV/CdPCoPBIEJCQkR+fr6atwxs2bJFfDtggFCs23vypBCTJgnl+HGRnp4uLKmp6vZb29aoKPXvPXBAnc/PV7f39Gl1Pi5O3aesdW6xqPvgwYPqfEqKWj7r1qnzQqj7sDV/VpbaDhWv4+++U49TRVHrad48IX7++XL63LnqcWoyCUWvFwXz5gnLjBmX0xctEuLXX9XjqLBQbfumT7+c/scf6j6RmSBExnEhfpkoxDuDhDjwihCb7hTiQ08hnkOIuQixVCPEpGpCPFNPiD3PCBHxuRC/TRBi6mdCJBbV8eHD6n5tNqvze/aox4217Tt7Vk23HtdHjwrzpEki/+hRdT4uTi3j9HR1/swZtQ6OHVPnMzLU4/LSJXX+4kU1/7596rxerx7HERHqfEKCOv/vv+q8oqjbs3+/Op+WJsTXX18+7oRQ9/GtW9X/Z2erdVD8/PP990KsXSssZrPIjI8Xyvz5JY+r+fPVttRkUtvDX39V2warX35RJ71ezfP332r7avXXX+o6cnPVfWjjRvVvtlq7VojZs9UyUhS1rRw//nL6tm3q91mPsyNH1PTCQiGEEJa9e0X++PFCsbZ958+r6da2+dgxdT+2toUJCWodWI/zc+fUees1QmZmyeM4OlpN37NHndfr1b/Pej5LTFSP6y1b1HlFUevA2namp6vHxapV6rwQQsycKXL+/ltYLBb12mj27JLnnx9+EOKff9Tyys9X6+PHHy+nL1yoto+FhWpb+ttv6ndaLV2qnt+sdbJypbrfWK1YoR57OTnqd2zapP6NVhs2qPuJ9fy0e7ftOMjNzRWmsDD1b4qPV9OPHVPTrefLQ4fUtuLCBXXe2tZYrwMjItQytp6PEhPV6zRrHUdGlrxGyMpS6/D8eXU+NlZNt163FRSo32etw+RktU42bRJCCGGxWET+5MmX82dkqOeK4tcE331nyy9yc9Xjovi18dy5ah1aLGq5Llyonl+sFi8W4o8/hC4jQ/Tq1UsUFu2ft8tsNouXXnpJJLz77uV2ZutWdZ/JzBSFhYUid80atfyt5779+9Vjxnq9cPCgWl4ZGer88eMl27FTp9Rj0pr/7NmS1w8XL5a85ouOVvNbyzspSS1/67kjMVH9vt271fmsLLW8rdcX6elCjB8vlI0bRUZGhrDk5anlv2OHmp6To37fihXqvMWi7v8bNqjzer26vuL18/PPl6+7jUb1GPr++8vpv/+uToqitueLF6tlYL0+WLFCXYfRqOb56y/1b7DW48aN6jZY25X164UYP17o09OFXq9Xt/277y6XsfW62rrPHzyoHjPWffzwYXX91mMsIkItQ2s7dvq0eoxYj7HISPUYsJZxdLS6j1uPsdhY9RiyHjPJyeq50XovlJKibo/13iY7Wyj/938iY/16oSiK2u5NmHC5jAsK1PKznjt0OvX7/vpLnbdY1DbEev4vKFD3ueLn88WL1XO0EGo5/vijeh1s9eefalulKOr6lixRy8B6vl29Wj3OrPdGy5er22gwCIvFIo5MnSpSJk4UivXeZ+PGkm3/7t3q/az1/Ltrl/p56zVgeLjablqvs48cUcvQem44dUpt663ngrNn1TqwXkNdvKjOW8s4JkbNb22n4uPV9Vn3+5QU9fuOH1fvH8+fF0rx6+qcHHV7recO6/1p8TKeM+fydXdenvp9f/6pzlss6rnCev43GNTzf/Hz+S+/XK5Ds1lt12bNunw/+ddfah6LRV32yy/qd1hjBmvXCvHTT8Ki14uMjAyhrFihbqP1Ovrff9VttNbJli1qunV+7151m6z7/Z49JdumY8fU/da63x89qrY11uPm7Fl1P4yMVOfPnVPrwHoNFR2tHjcnTqjzsbHqPmWNESQlCTFxosgNC1Pb6NRU9bgMD1fT09PV7bXu97m5avns2iVMJpN4+umnRYZ1W2+CHNTcjm1Q8wMH8AoKAo1GjS4KAdaBdfX6y/MajRptVJTL6QUFasTQy0tNNxrVKK41v9GoRiC9vECrVf9fWKimW+eNRnXeyUmNRlrntVp0GRl4aLU4+/qq6Wazug0eHpfzW+edndVt0etLzhcUgJsbuLhcTnd3vzxfUACuruqkKGok1c3t8nxBgZrX1VUti7w89f9ubuq8Xg/OzghXV3Kys/HVatG6uqrbIIT6ea1W/U4h1PVrtSXLENT8FP0yApfL8GbrxGC4XAda7TXrRAEykpII8vVFU7yOrlEntjK3pt9unRSVueLmRmSmkc0RCWwJj+ZSrgmj1hmz2YJHYQGFTi54ennQq5Efj7QKpkuTGjh7uuOi1eCkz1fXZS3jojqx1VFenjpfvE40mstlnpen/m0eHqWXuX2d2Jd5aXVSdFzo9Xq0hYW4OztfLkPrcVD8uCl+nNiXuX2dWMv8RuvEOm9/HJRSJ8LZmYy0NKq5uaH18FD3dfvjxP44sB4n9mVevE7sj4MyqpMUnY6Y2Fg6tWqFk0ZzOd3aNtkfB9YXONgfJ2VVJ9c7Djw9sQD5OTn4FpWPUVHKZ1Dzw4cZ/cEHaKzbV1CAcHMjU6cjwM8PbUFBye23HpfF69h++63pFNVR8bbTetxZB/C37gPF9xFrnVJUh05OJfcRio4zu3ShKOSkpODr7Y3WOmCv9Vcu6/qsx523tzpv3Wes+5DBoNaLlzuIor834whkhEHKJkg7ASYFPIoeDzQ7gaIB39pQsy8E3QP+d0JgPXV91n3Gvs69vdV0kwlTXh4GwCcg4HIZWvcpa5lbz0fW88+16sR6fip+HFuPQ8quTpSi85m/m5s6SGnxOrHmt9aZEJePq6uVubXO7NOtx5k13VqHHh6Xj9vi6Uajuj5rmVuPw6IyV4xGspKTqVa7Nhpn58tlWPw4Lu24vF6dWPNfr06sZW4tY65fJyIvj+y8PPyCg9Wu/Fepk6seJ3q9WpbWOraen262TtzdSy9z+zopVua6vDz1Gs26/qscBxiN6vpvpk7sj4PidWJti4ofB/Z1cpUyVxSF3KQk/IKC0FiPA71e/a7iZW49n1mPE/vjwL5Oih8HRXWSZzYz6IEHyn5Q8w8+oFbTppePIbMZPDwwWSwYcnPxcXW9XP7Wdsr+3GV/brPWn7W87cu/eP1Y66N4fVnr52rp1vqxr7+iY0y4uJCl1+Pv54fWYChZ/vbtmH35W9ul4seEttj1hr7oXFH8mKDYuUOvv3zMWI8RRbl8zBQUqOVgLVNrmXsWu+YzmShwcgKNBg9rW2J/zBS/zi7t3GEt87KuE/syL6VORH4+6bm5BNWqhab4MeRW8l7HNm+tg+JlWLzMS6sTTdE1XlnUibUd8/ZGEYLIkyfxdHWlTrNmaIq3Y8WPA+u541bqxFx0jWffjtnXyfWOg1LqRDg7k52RgZ+Ly+XrbmsZuRTdfxYdJ7dVJ9Y6uF6dFN+vrW37NepEcXMjOyeHAA8PNNc6Tm60Tq52HNxonRQ/LoqX+VXqRGcy4e7jg4uTk61OSpz/Sylzs5PTLQ9qLgNSduRb9sqWfMvejcs3mknVGUnKKeB8Sh7h0VkcjskkOceAAJy1GoK83Qjxc6dOgAcd6wfQpX41mod4ocvJueZb9qoa+Za98iWEIDU1leDgYIfZJ+Rb9m5ehbSvxnTIPAKZhyDrOOjjoCAZDClgKbpY1jiBbwsI7KJOPs3APQQ8QsC12hVv9HPUt17Jt+xVHEd+w5J8y961ybfs3Tj5lr3K5chv2aPorWd6vd52XeVIHPkcQFGbKt+yd+Mcr4Yl6X+EANJ1RsJOp/DVhrO88dsRXv0lnFd/CWfiP6dYcyKRzPxC2tX148W7GvLt4+358ZlOzH2mEzOHd+CFHg1pU8cPZwdsqKXyZTabMZlMyN8bpNvmFgQ1+0OrT+DOperb/Hr+DXctgw7ToN5j4NUAck7BxUVw6A3YOQR2PaK+3W/fc3B2BqTugsLbHGNAkiRJkqTrEkJQWFiIopTTmG2SVIbknawkVQAhwGwRGEwWLqTlMW/nRYbO2UO3L//lpSWH+XHHBXZFphOdkY+Lk5YBrUOYObw9Bz6+m1Vv3MVnD7TkoXa1aF/Xnxq+7jhpHS/aLlUMIQQXL17k+PHjMiAllS2tC3jUhGodofYDEPoB3PUnPBQFQxKh20KoOwycPNSeVOn7IPpXOPIOhPWClTVg811oTn+JU85xMOWBYpRv9pMkSZKkMiSEYP/+/SQmJsprQanKk4/s2ZGP7JWtCnmkpIyV1SN7RpNCfJae6Ix8LqTmczIxh5MJOcRm6jErAq1GQ3UfN+oHetIwyIsWIT60qeNHixBfvN1uvKu/oihkZWXJR/bKkSM9sieE4Pz580RFRTFw4ECcnJzss1RJ8pG9m1dl21dLIejOQ3YE5ESALgryokEfoz4CKIp+sXWvAX6twL8N+LUEr4bgXR8864NT0VhDVYh8ZK/iOPLjGvKRvWuTj+zdOPnIXuVy5Ef2FEVh+/bthISEEBoa6nDb78jnAKrII3tpaWnExMSgt46DdRP0ej2urq5XnMc0Gg1eXl40bNiQgICAEmm388ieDEjZkQGpslVlb5iu4XYCUnqjhcMxmeyOSudITBapOiPZehN5RhOKACethsbVvbmrSSDdGwfSINCLAC9X/DxccHG6tfKRAanyJwNS5U8GpG6eY7SvAsx6KMxSp7xolNTdKCm7cM49CpaiVxFrnMDVH1wD1HGnAjpC8F0Q1AO86l0xDlVlkAGpiuPINyMyIHVtMiB14yo6IFVQUEBubq794ttyswEpV1fXK250K4sMSFUeRz4HUAUCUmfOnGHWrFkEBgbe0v2sxWJBo9FcUfZCCFJSUnBzc+P1118nODjYliYDUmVIBqTKlmPcMJV0IwEpIaDAZCbPaCErv5B9FzLYdi6VAxczMZjVx09cnbR4uTnj7e5MaIgP/VoE06tZdWr539hJ+UbJgFT5kwGp8icDUjfPEdtXit8gerpAxgFI3gopW9XH/Mx5YM4Hi1ENZqEBr/pQow8E94XATmrAytlLnTQVt3/LgFTFceSbERmQujYZkLpxFRmQMplMLFy0iCMRp3G6xX3XTRjprQ1nr9KOPI16D2WxqNfEN3ItIoSCxWjkq8mTbvqGtjzIgFTlceRzAJUckDIajXzzzTc0b96coUOH2iffELPZjFarLbXsLRYLCxYswM/Pj8cff9y2XAakypAMSJUtR7xhulpAShGCmAw955J1nE3KJTI1j8jUPC6l52OyqI+gBHi60DzElxYhPjSr4U3TGj40CfYmwLPolfDlQAakyp8MSJU/GZC6eY7YvnKtG0RDMuRGgi5SfeQv9xzknoX86Ms9qZw8wbsB+DQtmpqDb3P1LX/u1Uuur4zJgFTFceSbERmQujYZkLpxFRmQMhgM/DDvJ2q37UxIrdr2yTfExZBOh01PEtF3LgW+DQGwWMwAODld/3gwGArYvPwPRr/yAnXq1LFPrnAyIFV5HPkcQCUHpFJTU/n222+ZNGkSrq63dv95rYAUwL59+/j333/59NNPbctuJyBV+rdIkgSARVEIj8lk6saz3D9jF4/+sJd3lx1j5tZI1kUkcT5FR6CXK093rcfPz3Vh4+hezB/RiU8HhfJk1/p0aVCtXINRkmRPo9Hg6+t70ycDSap07iEQ3BMavwDtvoA7f4F7d8J9R6Hbz9DgafWxvpzTEL8aznwDh9+EnQ/BhnawpRdETIS0Peo4VpIkSdJN8fTywtvX95YmL29vtFotnt7el5f7FE2l5LefvLx9HOZHNEcQHBxcZj/oSY7DYrHg5ORUJgH/q3Fzc6OwsOyus2RASvrPUITgUno+vx2IZUbYeTZEJJOmM0LRgyF5RjMxGXrCY7L480gyI38Np9PnYQz9YR8/bL9AVHoezk5aGgR5MaBlCJMeasWWd3qxb2w/Jg9pQ98WwdTwdcfH3QXnWxwPSpLKQkhICI0aNbrqLxuSVOVpnMDZG9yqq72fGj2nBqgejoMHI6H7Emj6KlTrpA6OrpggfS9ETIAtd8HfgRDWD45/AnGrIeto0SOB+UUtfhFjBiSsg5OT4dwsyD6lrkuSJMmBGAwGVqxYQWZmpn3Sf4bZbGbr1q0kJSXZJ/3naLVaWrRo4VBPT0hVR0FBASdPnmTPnj0cPXrUNhacVVnvU1X+bqWg4P/Zu+84uar6/+OvO9t7TSGNhJBO6NLBACr4BcH6FRVEQAEFFBX0qwKK5YsUC8pX/CJ+FfEHoST0HnoJNYVNIcmWZDfb2+zO7PS55/fH7E52726ym2TLzO77yeM+wtzPmd3Zc2459zP3nuNn5cqV/PCHP+Smm26KD7a3ZcsWbrrpJr7zne9w880309DQ4HwrAA888ACXXHIJl1xyCZdddhlvvfWWs4hMEO9tb+Nb/3qf6x7dwB9XbeN7y9dyxX1ruO+dHdz8zEdcvXwt3/rX+1z4j/e47eVqntvYSChqc8ycYr51ykHc+sVDufNrR3LPRcfw1wuO4usnzGbelLxh3ylF9lc0GiUajaInsmXcsVyQdzDMuQA+diecvgpOeRxOXA7H/C8suBqmnAopmdD0Mmz8b3jjC/Dyp+G1z8Pqr8O6n8D2+2NjV63+eiz+4fXwwfdid1vVPuH8rSIiCc3r9fLrX/+auro6Z2jCCIVC/O1vf2PLli3O0IQUiUTUD5R9sn37dp577jm2bNnCAw88wK9+9StnkWGVFAmp2tpajjvuOJ566in8fj/GGD744APy8/P59re/jdvt5txzz3W+FYA1a9Zw4IEHcuONN3LDDTdw+OGHO4vIBGAbw9XL11He5MXuPjiHojbvVrXxs0c38NdXK1i1uYmtjR5SXRafXlTK375+FB9c9wmWX3ocP/30Ij53xAyOPLCISXmJNx25SA9jDBUVFaxdu1YdERn/UrIgfz5MPR3mXgJH/R5OWwWf3Qlnvg9LfwHFR0KoDdreh5qVsOkWWH0+vPxJqHu6ewD1bt5KeO8KsGMD8YqIiCQb27ZZvXo1tbW16gsKS5cu5bLLLmPq1KlcfPHFeL1eZ5E+Fi5cyA9+8AMuvvhirrzySv785z/HJygYCUk1qPlJJ53EihUrmDJlSp/1O3bs4Oijj2bLli39xk358Y9/TFtbG2effTazZs3ikEMO6fdMZUtLCy+++CJer5dIJMJ1113H5s2bE/a5266uLjIyMpJmwMzOzk5yu58rHwuBsM0r21r5wcMbnCEActJTOG52PkcfWMSRMwuZNyUHn6dzTAai2xc9AxuPxmCkwyUQCGBZFhkZyZHc6xlcMVkGMy4vL6eqqorTTjstacZjiEaj+P1+cnNzoXtQ88WLF+/3oOZvv/02GzduBGDTpk1MmTKFK6+8sk+ZZGvf3sb6+LovIpEIwWBwdCcOCbWD+0Os9rXgXkeKv5pUz0Zc0YE7ZebAr2AmL8NkzSCaPgk7fRKR1CK8Xn984P1kkazbdzJu23TfqZKZmZk0fTS6L169Xu+obNter5cvfelL+zWoeSgU4sUXX6Surg7btrn33ntZvnz5hB7UfOfOnXz605/mtNNO63edNBSRSIR33n2PL1/xfQ454ihneEhSfU0sfOSzbDvrXoKFcwGIRroHNR/C/tDhbufPv7yeeTOnUVBQ4AwPKhwOs3LlSm644YZ9nl2sNw1qPnY0qPm+q6+v54477uDXv/51/HfPmzePa665hgsvvJCrrrqKz3zmM1RXV7Nu3Trn27n11lvJy8vD5XJh2zb33HMPr732Gvfcc0+8zNq1a3nkkUf45S9/GV83oQc1N8bw+uuvc9hhhw148DrkkENYuHAh27dv57/+6794+umn+2WKU1NTKSgooKioKH7QtywrPrp8oi2J/Nmcy1h+Vrc/wkMf1HLl8nX85pnd3747uySbG85ewkUnzuGwWUVkpqWO6efe28WyrKT6vC595hFdej4n3c94O+OJvDjreDhkZ2dTVFREUVFR/IJkd/Wyu/WJuiTb5+1ZnO08KktmCa6pp2It+gHWcf+A4+6B0uOcm0ucteN+XO99G+ut80h544ukvP5ZUt/4HDlbb8RVfT8uz2ZcZtcsNIm8jEl97+eSjJ95PCyjVef7y7IscnNz48f2ZPlyayT17DO5ubnk5+fv05KZmTks7bOvLMsiNS2NvLy8fp9tKEteXh5paWlJ80WcyGjJzMzkuOOOIzMzk6VLl9LW1saVV17J3Xff3W8pKiqKv+/111/n3Xff5eabb+7z84Zb0t8htX79eq699lruvvtuZs2a1ae805tvvsldd93FXXfdtduTVzAYZNGiRZSVlY3ut7d7wePxkJmZuc/fLI2mnrt38kdhWnJjIBCO0uwJ8q/V23l4zU7cvjApLoustBQsCzyB2Dc1PSzgvGNm8t+fO5SeBLZt27S2tlJaWoo1ylntfWHbNu3t7Uk1cKHP58PlcpGZmekMJSRjDK2trRQXF4/4dry/jDFs3bqV8vJyzjzzzKTpmEWjUbq6usjv/oY+GAwye/bs/b5DqrdVq1ZRVlbG1Vdf3WdfMcbQ1tZGUVFRwrdvb6N5fB1OiXHHgoENv4kNgm4ct6FnTYN5347N1te+DqL+2EDndghMr3NIah6UfCw2M+Ckk6FgCaRmgSs9tliJse/Ztk1bWxslJSVJc45I5m/HPR4PWVlZSXeHVGdn56jcae31ejnrrLP26w6p3qLRKJdffjk33njjhL5DqqWlhU996lP861//4pBDDnGGBxUIBLjzrruZd/zHmTZzz9dTu7O/d0j5fT4ev/f/uOqSC5kxY4YzPCifzxcfM3jZsmXO8F7THVJjJ5nPASTgHVJLly5l+fLlLFmyhDvuuIPs7GxWr17NqlWrnG9n9erVFBcXs3btWn784x9z9913c/DBB/cpozukuhljeOmll/jZz37Gz372M2bOnOks0k9OTo4GeBuHghGbsp0d/N8bVVz+7w/45B9f5e43qojYhhPmlvDd0+bx70uO5Z8XfYwl0/Jxde+cGakuli2YxBWnHhxPRomIyERgwdyLYeYXY+NQ9azLXwjH3gWHXAenPgPnVsKn3oIT78McdhOBWRfD9LOh8FBwpULjy1B2I7z0CXh8LrxwMrz5NVj3U9j219gYVe4NEO6MJcFERERExtjf/vY3qqqq+i1Tp05lw4YNfOUrX2HBggU89dRT3H777f1m2htOCZ+Qsm2bnTt3smXLFvx+P+Xl5TQ2NvLyyy/zox/9iKuvvprFixfT2tpKpDsL/61vfYu3334bgDvuuIOPPvqIDRs28Jvf/IbFixeTnp7u+C2SjILhKE+ur+Nb97zPJfe8x03PbObVrc1kpLi45KQ5/PuSY/mfrx7JVacfzOGzCjlyVjF/v/Bj/PHLh/PT/1gU+//zjmBG0fDcfSGSCCzLIicnZ8BHmEWkl6xpseTTqc/DkX+A4/4Plj0DB5y5q0xKFhQshhnnYhb+AP/i32KOvxeWPQWffAuWPQ1LfwnTzoLUbHCXwc5HYPMt8MF34a3z4ZX/gOeOg1fOgbJfQf1zsTGtRERERkhxcXHSPIkgI2vFihXMnRu7a/ErX/kKn/3sZ51F+pg9ezaPPfYYV111Faeffjqnn376sNzRujsJn5Dq6uri5ptv5rzzzsO2ba688kr+/ve/s2XLFqLRKNdeey2f+tSn+OQnP0llZSUAtbW18SxeZWUll156KVdffTXHHXcc3/ve95Ly1j+JPZLX4Q+ztdHD7au2suy2V7jy/rW8WdGCbWDpjEJ+87mlrP7J6Vx/9mIOn1lIUU56/I4oy4KpBZmcc/g0Lj3lIE6aV0pB1sjtXCJjZfr06cybN0/HOpHBpOXD5JNg4dVw0Dcgd/aeH7WzUiGtALJnQMFCmHYmLL0elj0Jn2+CcyrhxAdg4Q+g9ETImBR7JNBfC/VPQ9kN8PKZ8HAxPDE/lrDa8idoeh08W8FfD2EPGNv5m0VEdquoqIgVK1Ywb948Z2jCyMzM5LbbbuOYY45xhiYcl8vFIYcckjTDj8jwsSwLY0yfJ8Lmz58fT06WlJQM+khdfn4+S5Ys4ZBDDokvvR9Dj0ajw3qNkVRjSI0GjSE1vIZjjJOobdjW6OHVrS28XdnKB9XtdPrDpKW4OGJWIR+fP4lj5hSzdHoBmWl7uJAYIo0hNfI0htTIsm2bxsZGpkyZkhSfF40htU+G4/g6FpJ1TBfbtuno6Bj6bHUmCsFW6KoGXw107QBvBXi2gaccfNWxsakglgTLnAzZMyF7FuTMgryDIW9ebMmaHntEcB9oDKnRpTGk9kxjSA3d3owhtb96xpCatvRIphww3RkekvRAC0e+cD7rl92JP28OANFo9xhSKYPvD4GAn1UrHuDqyy7ZpzGkhlsyjyFF92yUfr8/Ke+YT+ZzAGM8hlRnZye33XYbX/3qV1m4cKEzPCSRyK5JW5yMMTzxxBPU1tby7W9/O75+f8aQUkLKQQmp4bU/F0zGGN6qaOWu1ypZU92OLxQlahtcFnzuyBlcfOJs5pTmkpnmit8FNRyUkBp5SkiNHGMMFRUVlJeX88lPflKDmveihFRiSNYLxL1OSPVjwI7EklAmDCE3tL4HTa9B8+vQsXFXggorloBypYGVDhlFUHp8bPD0ySdD/oLY3VpDoITU6FJCas+UkBq60UxIhcNh/u+f9/DOmrW4rH37XRlWiI+nb+St0EK8JjY2XzQamzRiKH0Rg8FlDDf/5ld7fUE7EpI5IWXbNm+88QaTJ09mwYIFSff5k/kcwBgnpIwxPP744zzwwAOce+65zJo1a6/rcHcJqWg0Snl5OW+++Sbf/e53WbJkSZ/3KCE1TJSQGl57c8FkgE5/mKqWLlZXtPDI2jq2NnpwWRaluenMm5LLqQsm89kjplOaO/AsicNBCamRp4TUyDGaZW+3lJBKDMl6gbj/CalBhDvBvRHc62Oz+3nKIdQau8sq1AoR366y6YVQsBSKDostOQdBZimkl0BGca+B2pWQGm1KSO2ZElJDN5oJKbrvkvJ4PM7V+6VnCJWsrF3HpD1JT09PmDt6kj0hpVn2xs5YJqTo/v2vvfYa77333j7t06FQiJSUlAGvIQoKCjj99NM59NBD+7SNElLDSAmp4TXUC6aaNh9Pb6jnzW0tbG7w0OwJArB0egH/sXQqx8wpYd6UXPIzR/5vVkJq5CkhNXKUkNo9JaQSQ7JeII54QsopGoBA467FWxVLWHVsiN1NFe7YVTY1GzKnxB77y5wKuXOhYAkULMHOX0RbZ0gJqVGihNSeKSE1dKOdkBoJe5uQSiRKSI2dZD4HkAAJqR7GGGx778akNMbg9XrJyMgYcCK43V1X7E9CKvlaWMYFY2JjQ22q7+Db//6AZbe9wk1Pf8Tr5S24fWFOXTCJR684kSeuOolvLzuYow4sGpVklIiISEJIyYScA6HkGJj+GVjwXTj2f+FTb8IX2+CsjXD0HTDj87HB2X07ofV9qH0CPvo9vHMJPH8c1ooiilafirXmB7DzCQi0dD82GI2djEVERGTcsSwrfqfTUJfU1NQ+/zqXkaCElIwqbzDCe9vbuPOVCr7017c4609v8MyGBgqz01i2YBL/deZCnrv6FP7vG8dw+MxC59tFRETEckHBYph/BZyyAj5bA2dvhY8/AUfcBgdfBtPOgqIjsDImkeLZBFv+CK+dA49OgycXw6ufhXU/hvK/Qd0z0L4eAs2a4U9ERERGjRJSMio8gTD/fLOKb97zPlf8vzXc9vwW1lS7mVWczbVnLOCei47hj18+gktPmctBk3IYw7sbRZKaZVlkZWUl5eMJIrKPrFTInQ3TPg0Lvw8f+wuc+P/glEcwy56h48jlmMNvhgO/DDmzoWs71D0Jm2+F974Nb30NXvscvHwGvHI2rP8p1KyIPSZoYoMSi4hI8igoKCAjY+TG3BUZLkpIyYiwjaHTH2ZjbQf//XwlR/3mRX7xxCbe39FGxDaceHApf7/wY7x8zTKuOPVgDpleQGF2mhJRIsNg5syZLFiwICmfuxeRYWC5IK0Acg7EFB5GuPRUWHQtnLgcPrMVPt8Ay56GJdfB5I9Dai5EPODZBg0vwMab4PUvwuMHwSPT4dVzYOPN0PR67NHAYAtEupSsEhFJQC6Xi8MOOywpx7+SiUdXKzKsQhGb93e08T8vl3PZvR/wxf99mwfX1JOe4uLUhZP58ZkLufeSY/nHNz7G6Ysm49JBUkREZHRllMTupjrsV3D6i3DWBjhtFRz/Lzj8tzDvitgjfwWLIeKNjUu1/r9g1Snw9NLYnVSrvwHrfgrb7oS6Z6FzC0RjAxiLiIiIDIUSUjIsQhGbhz/YyX/+72q+dc8H/HHVNlZXtpKTkcLFx03jiStP5E/nHcE3TzqIJdPySU1RIkpkJBhjqKqqoqysbK9n1hCRCSotH4oOg5mfg0U/hKP+ACfeF0tWfXp9bGyqJT+FKaeCHYG2NVDzMGy+BT64Gt48D148FZ4+NPbo36ZboekNiPicv0lEREaYbdu8++67NDQ0YDR5hSQ4JaRkn9jG0NoV4oMd7dz0zGaOv+lFrnloPWW1HWSmuTjp4FJ+/5+H8dq1y/jusjnMKc0hLzNVj+SJjIJwOEwwGHSuFhEZGldaLEmVORXy5sL0s+Gw38DpL8EX2+E/NsBx/4T5V0HpCZA9A6wU8DfCzkdh3Y9g1cnwcCE8fQS8803Y9tfYI38dm8FfF3vkT0RERkQgECASiThXiyQcJaRkrxhjKNvZwZ9e3MaV963h4n++x/++WklHIMzJ80q57qxF/O8FR/G/FxzF54+cQXZ6qvNHiIiISLJypULhEjjoQjj6T3Da83Dqc3DyCjj+HjjqjzDvOzDldMicDB0fQsXfY4Onv/SJ2ON+r38BVl8Ia34A5f8LTa+Cv14z/ImIiEwwSkjJkERsw4ubG/ncX97iC399iz+9WM7qilaituH842bxyg+X8X/f+BjfOHEOh84oJDMtxfkjREREZLxxpUH2dCg5JvbI34LvxhJVpz4Nn9kGnymH4/4Fcy+J3Unlq4GWt2Oz+H30R3jvCnjpU/D4XHhyIbx9CVT9G8tf4/xNIiIiMkSBQICWlhaam5v3atnde1paWgiHw85fs98sowdL+wgGgyxatIiysjJycnKc4YTg8XjIzMwkLS3NGRpWbV0htjR4eKuihafK6qlsjt1eP70wi4UH5HHqwsl8atEUJudnOt8aZ4yho6OD/Pz8pJnxy7ZtWltbKS0tTYqZKWzbpr29neLi4qT4vAA+nw+Xy0Vm5u63nURijKG1tZXi4uKE346NMWzdupXy8nLOPPNMUlKSIzkcjUbp6uoiPz8fuo/Fs2fPpqKiguzsbGfxfbJq1SrKysq4+uqr++wrxhja2tooKipK+PbtLRmPr3Q/UhoIBMjLy3OGEppt23R0dFBYWJg0x1q6P3dbWxslJSWJ8bmDLeAuA/cG6NgAXdsh0AyBpljM3vW4scmcilV4CBQuhYJDIHtm7K6rzMmxgdld6X1+dCLweDxkZWWRmpo8d4jbtk1nZycFBQUjvo14vV7OOussVq1aNSz92Gg0yuWXX86NN97ItGnTnOGEPd6EQqFBH6cyxuB2uykoKBiRY7xlWaSnp49oP8Hvj010kJWV5QwlPGMMzc3NSTlTnW3bvPLKK0ydOpVFixYl3ecf6W1/pNm2jdvtpqioaEzqvqamhn/+85+43W5SU1P3+jNEo1Esy+pX98YYQqEQCxYs4Mtf/jJFRUXxWCQS4aKLLuL222+nuLi4z/sGo4SUgxJSUNnSxeNra3mjvIXKli7au0K4XBZHzCzk3MOnccSBRcwpySEnY/DOVjJeMCkhNfKUkBo5xhh27NhBVVUVp5xyyoh2NIeTElJ7LxmPryTwBeJglJAaCSY2llSgBYLdSSnPNnCvJ9q6DpdnM1Y8QWVBWh5klMaWzCmQvwAKD4XCw6BgUexurTGmhNSeKSEVS9L89W9/w+8POEN9GCDgD5CRmdFvVuosK8ycjDa2BCYR3ccHXizLxcknHs+JJ5wwYu2uhNTYsG2b999/n+LiYubOnZt0n18JqX0XDAa58847KS4u5pOf/OQ+9aEjkQgul2vAuvd4PKxcuZLZs2dzzjnnxNcrITWMJmJCyjaGQDjK+poO7nqtgle2NmMMpLossjNSWTZ/EpeechCHTC9wvnVQyXjBpITUyFNCamQZY2hqamLy5MlJs00oIbX3kvH4SoJeIA6FElKjJ34xkpeDy70Gml6LjTPVvgbCXjDh2Gx/JrrrTa40KDkOJn8cJp8SmzUwNQes1Ni4V9boJOeVkNozJaSgubmZH1//cz79lQvJ3dPnMoZQOER6WjrOWYFyO7axpOx3fHDsLUTSYufNvbW9fCu5YR9fPe/LI/bllRJSYycSieDz+eL9qmSihNS+a2pq4rbbbuO///u/9/k8tKeEFMDq1at58cUXue666+Lr9ichNfBvkQnBG4zwxrZm/vDCVr78v29zwd/f4eUtzUzOy+CMJVO54ezFPHHlSdx+3uH7lIwSERER2WeuVCg9Dhb/CJY9BedUwZnvwUkPweE3w8GXw7SzY3dIpeZD8xuw8dfw8qfgsTnw3LHw5ldg3c+g/C6oeyb2qGDI3X3/icje6fnSMhrtlQzdB5ZlMWnKVKZMm777ZfoMJh8wrf/6adMpmTSZ9PR0Jk8dOD6UpbBo7y4aB9Lzpehgjx+KyOiIRqOkpaWNWJIZICMjg1Ao5Fy9z5SQGufq3H5e39ZMVXMXPffCNXYGuPOVcr78v6u56v513PFyORvqOpg7KZdffGYx/++bx/G7/zyMr58wmwNLskc9sysi+84YQ01NDR999BG2rRmrRGQcScmE/IUw/TOw6IfwsTvghHvh44/DJ1+FZU/DYb+G6edCRhF0bIKdj8Dmm2ODp7/1NXj1bFh1CrxyDpT9AmqfAn/jnhNUxsQSWQ0vxR4rlAmrra2Nr3zlK1RXVztDE1JnZyeXXXYZVVVVzpCMIdu2WbduHU1NTehhKNlbNTU1XHPNNZx22mlccskl1NbW9okPd24g4RNSHR0d/PznP+eoo47ipJNOorGxEYB77rmHBQsWsGDBAmbPnk1qaipPPvmk8+1cc801TJkyhQULFnDooYfy6KOPOouMS75QlNue+4jTf/8qF/z9Xc7442tced8afvjgOk697RVufnYLWxu9ZKS6+NTiKfzr4mN48rsn8Y0T53Dw5FxyhzA+lIgkJr/fj9frda4WERlfrBRIL4ScWVCwBKadCUt+Bh9/FD5bA+fugJMehkXXwKTjIL0YokHwbof6Z6DsxliC6pEDYrP8vfmV2Mx/LW+DtxICjeCtgjfPg2cOh5dOhyfmwebfQTT2KJJMLJFIhPLycoLBXYPvT2TRaJTKykrVRwLq7Owc1rtYJHlVVFRQV1fHli1bqKurG/QL60AgwNlnn82TTz7JGWecwbnnnussMqwSPiGVkZHBOeecw3333ddn/Ve/+lXWrFnDmjVr+OMf/8jChQtZtmxZnzIAqampXHPNNaxZs4bVq1dz9tlnO4uMOwb466vl3PFyBf5Q7JbiUNTmqbJ6VqypJSPVxacPmcrPz17MvZccy1++dhQnz5tEWkrCbw4iIiIiQ2BBzkyY9QU44lb4xOtwxtuw7Ek4/p9wxC0w/wo44EzIOxh8NbBjOaz5Pjx/PDx/Arx6Drz+eah+cNd4VeFOWHstVPzd+QtFREQSzplnnsnvfvc7Hn/8ca6++mo2b97M/fffz4033thv6ezsZN68eSxbtozs7GwWLFhAc3PziN5pl/AZiMzMTI466igWLFjQZ31aWho5OTlkZGTw+uuvc/HFF5Obm9unDN3fZNxxxx2cdtpp/OEPfyAQ6D+jRc9guh6PB4/Hg23bCb8YY/qt61kaO/w8+WG9888EwGVZ/PkrR3Dblw7lq8fOZO6kbCx2/7P2dzHG7PGzJuKSrJ/ZuS6Rl2T7vHYSbRc9nzMZPutgy3AIBoPxY7vf799t3exufSIvyfiZ7STd/3uWZKxzfeZeS1oxduER2NM/iz3/auzDf4d94gPYn3wT+6xt2Cc+hJl/NabkGEzIDa3vQvs652EFMJjqldiBlv6/I0mXEavzAZb9ZYzB7/fHj+3hcNhZZMREo1GMMWzdupWysrJ9WjZt2tQ97tLofe6BBAJ+qqur+32+vVk2bdqE3+8f8PpKRBJDWloa55xzDtdccw1HHHEE69ev58wzz+Syyy7rt/Se1M3n83HnnXdy0003Dftjer0l1Sx7J510EitWrGDKlCnxdfX19VxyySXcfffdA86u8c4775Ceng7ArbfeyqGHHsqPfvSjPqPGb926leuvv56mpiZs2+bdd99l27Ztwzaz03Dr6uoiIyNjtyPnV7cH+M6Dm6jr6H/7rMuCf12wlMVT+yfvRoIxBq/XS05Ozm5H6k80dpLNpGTbNh6Ph/z8/KT4vHTfCmpZFhkZGc5QQjJJNJuZMYaqqiqqq6s56aSTdnucSDTRaBS/309OTg6WZREMBjniiCOorKzcr2PxHXfcwYoVKwBob2/nS1/6Epdffnm/WfY6OzvJy8tL+PbtLRmPr3R/URQMBhN2JtvdsW2brq4ucnNzk+ZYyyjPoDZcEmHbtqJdpNc/Qs6G7zlDAEQKjsJ7xL+wM6f2WT9YHy0Rjea27fV6ueCCC/Zrlj2v18sNN9zA2rVr48mh999/f8DrgOGeZW/Lli184hOfoLi4eJ9nCo5EIjS1tPLn+1cy66C5znAfwWCAjPSMfrPsZbZsYtYb11Px6f8jmrFvEw89veIB/vGHWygtKXGGhiwSibBlyxYeeughPv3pTzvDmmVvjNi2zSuvvMLUqVNZtGhR0n1+o1n29ll9fT133HEHv/71r+O/e+nSpSxfvpwlS5Zwxx13kJ2dzcc+9jFaWlqcb+eEE04gJSWFQCDAnXfeSTQa5dprr+0zSPratWt55JFH+OUvfxlftz+z7CV9QuqZZ55hxYoV3HHHHYOeGNatW8fvfvc7/va3v/Upa4yJzw4RDAZZunQpZWVlCdtZHmxKYV8oytf//i4fVLc7QxTnpPPyNcvIzxz4vSOho6MjqS70jDG0tLRQWlo66geRfWGMob29fUwOevvK7/djWdag+2yiMMbQ2tqaNNOmV1VVUVVVxcc//vERnWVjOPXcqdozPXEwGGTOnDlUVFTsV0IqGo3Gv5F/8cUX2bx5M1dffXWfMsYY2traKC4uTor27c3tdidForS3SCSC3+8ftgvE0dKT2CksLHSGElqybt8JsW0HW7GenNc9K19vFsz6Eua4f8YGWu9lsD5aIur5YqugYN8SG3vD6/Vy9tln71dCiu7jiDGGaDTKFVdcwa9+9atRSUjV19dzwgknsHz5cubNm+cMD0lLSwu//O0tXHzNzygc5MJtJBNSm9atwbNjG1/43Gf3eXtta2vji1/8Ivfccw+HHXaYM6yE1BjpucGiuLiYefPmJd3nV0Jq3w01IXXwwQezc+dO59v57Gc/SyAQ4Be/+AWTJ0/mqquu6nduGO6EVPK1sMM999zDKaecMqQLW7/fTzQa7bdhWJZFWlpafLEsK+GXns890JKTkcoPPjW/z99IrPvETZ8/hIKs0fsb4797gFiiLsn4eZPxMzvXJcOSLJ97zpw5HHLIIaSkpPSLJdMyHFJSUuLH9t4dbufv6vl9znWJvCTb5+1ZkvVzW0l8vNVn3sclsxQOu6m7B+Ww8PtYqVn935OkSw/n+pFYhkNqamr82D6aF6w9f0NBQQHFxcX7tBQVFZGRkTGqn3sgKSkp5ObmUlJS0u8zDnUpKioiNTU1ab78mihcLhdHH300U6dOHbZ9TsaXU045ha9+9av9luzsbF577TXuuecefvvb3zJ9+nRyc3MHvJtquIztkXAIAoEAy5cv59e//jU7d+7kD3/4A88++ywA27ZtY/369Zx88sl93nPMMcfwzDPPAHDllVdyyy23cPPNN3PzzTdz3nnnxR/hG89OPLiURQfEvg06bEYBZyyZyh1fO5IzlhzgLCoiIiIiA5l7MRz3d5h+NmR236F/9J+g9DhnSZkAMjIyOPXUUwcct3YiSktL46STThq2O9BEZPiVlZWxZMkS6M6NXHzxxc4ifZx99tm0t7fj9XrjS2lpqbPYsEn4hFRqaioLFy7kuOOO4+677+YTn/gEc+bMAaCgoIB//vOfHHjggX3e84c//IGjjz4agEsvvZRjjz2WE044gVtuuYX/+I//mBCZYmMMde4AeZmp3Pqlw/j9fx7GWUuVjBKZCOrq6igvLx+WwWNFRCY0VzocdBGc8G+Y/93YutZ3naVkgigsLOT2228f8PHAiSgvL4/f/OY3zJw50xmSMWTbNps2baK1tZUkGp1HhslIt7lt28OaT0mKhNThhx/OJz7xifjSM+Pe5MmTOfbYY/vd8nriiScyadIkAA499FA+/vGPc/LJJzN//vx9fkY62dR3BOjwh5lWmMXUgkxyMibG3y0y0ZnuwYDdbueYJyIiss/SCmDaGZCaB9UPQaTLWUImAMuyyM3N7XftsS9sO0o0uufFjtr91vWMjWgw2APEhroMx0WrZVljOvmA7F5LS0t8DC+ZODIzM7Ftm8bGRmdo2LS2tg7reJpJNaj5aAgGgyxatCjhBzXPzMzc42CQL29p4qJ/vMdpCyfzP189kqz0sXm22yTR7GQ9bNumtbU1aQY1t22b9vZ2ipNowFqfz4fL5RrS2G+JoGdQ8+Li4oTfjk33jEPl5eWceeaZSTOuQ3SAQc1nz56934Oa97Zq1SrKysq4+uqr++wrPYM+FxUVJXz79paMx1dGYJDh0WIn2QysPWzbpq2tLWkmZSCRB7T11cLrX4DWd+DjT8L0s5wlknZQ89GaidHr9XLWWWft96DmPaLRKJdffjk33njjgHctJeLxpr29nWt/8jMOOuSwQYcRCYVDpKWmO8c0Jy/UyKGtz/LulC8Tdu1bX8rd1sohB83iS1/4woj1FTSo+diwNcvemBrLQc1t22blypW8/fbbnHnmmf0GJB+KaDSKy+Ua8LO3tLTw1ltvce6558afSGM/BzVXQsphvCSk7nylgpuf/YjzjzuQn39mMWkpY7MzJ+MFkxJSI08JqZGjhNTuKSGVGBLxAnEolJAaPQl7MWKH4d3LofL/Yo/vHX27s4QSUoNQQipW31u2bqWra5C77Ax0dHaSn5eH5erbLi4Mma4IfjuNfb2Qc7lczJw5k0kjODaMElJjQwmpsTWWCSm6+9DvvPMOq1evprOzk71N94TDYVJSUvrVvcvlorCwkFNPPZXDDjusz3lOCalhNF4SUlcvX8dj62v50RkLuPzjB/f7ZmW0JOMFkxJSI08JqZGjhNTuKSGVGBLxAnEolJAaPQl9MVLx91hSatIJcPJKyCjpE1ZCas+UkBo6Ywzt7e0UFhYm3n4wREpIjQ0lpMbWWCek9tdQcg1O+5OQSr4WlkGFozaVLV1kpLqYkp85ZskoERkbPdNhi4jIMJt0MrhSwVsFXVXOqIhIQsjIyEiaLyVlYlNCahxq6wrRGQiTmZbC5PzkuANFRIaHZVnMnj2bQw45JCm/lRERSWj58yB/Efh2QsdHzqiIyJhzuVwcffTRTJ06VX1BSXhKSO1G7ycZjTH9Xttm13Tq+x2nf/nB4qbXE+POeJMngD8UJisthcl5GfF47/fYxo5/psHi8deDxffitbNO9jfer86GIb7H1842GeLrnjp0vmaAv3Fv486/acDye3g92Pv3Nt6vzgaLO+tsf+NDfN3zmQZrk57Pv7t4/PVg8T3U2XDEbWPjcrlISUnBMEidJ1qbdL+/92cabr3bZ3dtPli85/Vg8fjrPbThYK+dbTRQ3FmH+xsf1tfONqZ7P3L8Tb3jA9XhYPFRbZPuv2G3cWcdDKHOB4vvz2t2U4fO18462t94v9fOOttD3AzlWOssP8hrZx3te9zCHHQRNgYaVvWJ97xnoJ+3pzobrjZx/rzdxeOvHXXa20DxvXk9UB061w2nodT3/sb3un4He+2sP2fc+dpZfoD63Zu48292lt/b+F693ts6Hyw+Qm3S20DxPb121tlQ4s46cZZ3xvf02uVygRWrm4Hi/V7vbZvs5Wt2V+e7eR1//x7qcG9fO+t0KHFnnTjLO+N9Xg9Wp4O9Huz9g9T5YK8ZpA12+3oPdbhPjPQRCATMnDlzzONlj5tINGKMMebN6jfNy1Uvx8usqlhlntjyhAlFQsYYY96vfd88X/58PP7GjjfMyk0rjT/sN8YY82HDh+bpbU+bUDRW/oO6D8zyDcuNJ+gxxhizpWWLeXzL46Yr1GWMMWZD4wazvGy5cfvdxhhjtru3m0c2PxJ/vb5mvblv/X2muavZGGNMvaferNi0Iv76sbL15sBfXGdOuW2lcXeFTIuvxTy48UGzs3OnMcaYBk+DWblppdnh3mGMMaYj0GEe2PCAqWirMMYY0+prNY999JjZ1rrNGGNMV6jLLC9bbjY1bzLGGNMZ6DRPbn3SbGzcaIwxJhAOmPvL7jdr6tYYY4zxhX3m2W3PmrX1a41t26a5tdnc9+F95q2at4xtbBOKhsyqylXm7Zq3jTHG2LZtVmxaYV6uetlE7aixbdu8tv018/qO102Pp7Y+ZZ4rf86Eo2FjjDGra1ablypfisdfqnzJPLHlCROMBI3pruPnyp8ztrGNMca8Vf2WWbFphfGFfMYYY8oay8xTW5+Kt+GaujVm+YblpjPYaaLRqHl769vmsc2PxdtkY9NGs7xsuWnztRljjKl2V5uVm1eadn+7McaY8tZy88CGB0xTV5MxxphGb6N5eOPDpskbe13dUW0e2viQqe2sNcYY0+ZrMw9ueNDUdNTEy6/cvNJUtVcZY4zpDHaa5RuWm/K28nj5xz56zGxt2WqMMcYf9pv7y+43G5s2mmg0arbXbTdPbnnSlDWWGWOMCUVC5v6y+80HdR/Eyz9X/pz5oDb2OmJHzP1l95s3q980tm2bcDRsXqp8yayuWW16rNy00rxc9bKJRCPGtm3z+o7XzavbX43Hn9n2jHm2/Nn4dv3OznfMqopV8fjLVS+bx7c8bgLhgDHGmLV1a82z5c8a29imq6vLvFL+ilmxaUWfOn5yy5PxNlxXv84sL1tuOgIdxhhjKtoqzKObHzXekNcYY8ym5k1m+YblptXXaowxZmfHTrNy0642qWirMA9ueNA0eBqMMcY0dzWbhzY+ZBq9jfHyD298ON4Gbr/bPLDhAVPtrjamu00e2fyIqWyrNLZtm+112839H94f3y/a/e3m8S2Pm4+aPzKm137Q0waeoMc8vfVps75hvTHGmHA0bO4vu9+8V/ueMd1t8nz58/HXtm2b5WXLzRvVb5ioHTXhaNi8XPWyebP6TdPjkc2PmJcqX4q1ibHNGzveMK9UvRKPP1f+nHlm2zOmurbavPPOO2Z19WrzQsUL8fir2181j3/0ePzYtK5hnXlm2zPGtmP7yTs73zEPb3o4fmza3Ly5z361vmF9n2NTZXuleWTzI8YbjLXJR80fmeUblpuWrhZjjDF1njqzYtOK+H5T2V5pHtz4oKn31BvTfax5aONDpsHTYCKRiNlUs8k8vPFhU+2uNoFAwEydOtV0dcW2j+HwwgsvmAuuvcB4ArG/r9pdbR7Y8ICpaq8yLS0t8W2g97F1edny+H4XiATMQxsfim8zLV0t5qGND5kNjRuM6W7DlZtWxrcRt99tHt38qHm/9v3uT2DMYx89Fi/vDXrNk1ufNG/u2NXGT219ynxQ94GxjR3fRl6sfDEef678ObO6ZrWJ2BETjATNUxueMo9/9Hg8/lLlS+bV7a+aUCRkItGIeav6LfPI5kfi8dd3vG5eqHjB+MI+E7Wj5v3a983DGx+Ox9/d+a55ZtszxhP0GNvYsfPRhuXx+PqG9eaJLU/0OfbdX3a/iUajxnRvM49sfiR+7NvZsdPcX3Z/fBuqbKs0yz9cbrbWx+q0xddilpctN52BTmOMMTUdNfE2Md3Hwgc3PBjfbxs8DWb5huXmo5bYfheMBM3DGx+On89afa3m4Y0Pmw8bPjTGGGMb2zyy+RGzpWWLMd3nu0c/ejS+3xljzONbHo+X94a85qmtT/U5/zy99Wnzfu37JhKNmPrmevN8+fPmhfJd+9XzFc+bN6vfNJFoxIQiIfPK9lf6tMkrVa+YV6peMcFI0ESiEbO6ZrVZsWlFPP5m9ZuxNgn5jG3bZk3dGvPghgfj8fdq3zNPb306Xkcbmzaa+8vuj8fLGsvM4x89Ht/PKtoqzP1l98fPlx81f2Tueeee+LGwrrPO3F92f/w4UNVe1We7bvW1muUbdu3ntZ21ZvmG5aayrdKY7mNb7/24ydtklm9YbjY3bzamu01WbFoRb8M2X5t5eNPDZl39OmO62+TRzY/Gj52dgU7z2EePmXdq3jE9ntjyhHl1y6smGo2arlCXeXrr033OP89ue9a8u/NdY9u2CUQC5oWKF8yz5c/G46sqVpk3drxhItGICUfD5tXtr5pHNz8aj7+6/VXzUtVLsTaxI+btmrf77Aera1ab58ufN12hLmPbtllbv7bPfrCm8jnz1N9STcfD04yJhs3m5s3x/aCzs9Osq11nHvvosfj5qaqtytxfdn+8z7GtdZtZuWllvE3qPfXm/rL74+fDHe07zEMbHzLVHbHzUZuvzTyw4YF4G9d11vXpI3iD3j59jOauZvPAhgfMpqZYvy0UCZmVm1bG+3nt/nazYtMKs7Z+rTHGmGg0au774L54eU/QYx776LE+fYKntj4VL+8L+8zT257u0zd+rvw5887Od4xt2yYYCZpVFavMM9ueicdfqnrJvL7jddPe0W5OOeUUEwrF6mJ/RSIR881vftP85cW/xOv3w4YPzVNbnzKeoMeEQiGzumJ1n21+S8uW2D7jj9XnttZtffrlVe1VfY5j1R3V5sEND8brf2dn3/6Ds8/X5G0yD254sE99r9y0Ml6+zddmlm/Y1a/2Br3msY8eM+WtsfbsDHTG+9Wtra3GH/Kbp7Y+ZTY0xc4dvpDPPLzp4Xj7RO2oea78uXg/PBgJmsc/erxP+7xY+WK83x2Ohs2z2541T299Oh5/bftr5rUdrxnb2CZqR81LVS+ZlZtXxvsHb9e8bV6sfNGEo2FjG9u8Wf2mWb5hefw4s6ZujXm2/Nl4HX9Q94G5v+x+0+5pNz6fz2xo3BBvE9OrX92zzW9r3WYe++ixeB339Kt7+oA73DvMyk0r4+eCmo4a8+DGB02Lr7u/0VnX5zjW6G00D296uE8f8IEND8TruN3fbh7Z/Ej83OH2u83ysuVmY1Ps2sYbirXJW1veMrZtG0/QY5aXLe9Tx09vfTp+7vCH/ebhTQ/H+2y2bZvny5+Pn/9DkZB5fMvjfc7nL1W9ZN6qfssYY0wkGjHPlj9rntz6ZDz+xo43zKvbX423yctVL5uVm1aaqB073/b0u3va4K2at8zysuUmFAmZaDRqHnvnMfP/3vl/8WufNfVr+uwHm5o2mSe3PBk/t2xq2mSWl+3aDypaK8yjHz0aP45VtFWYBzY8ED//13TUmBWbVsTPBTs7dpqHNj4U70M1eBvMQxsfitdxU1eTWbFphanrrDOm+1zzwIYH+vWZqtqrYv3uhli/u6fP1BXqMk9seSJ+7ui5Pu1dx89seybe7w6EA2bFphXmjR1vGNPdJi9UvGDe2xk7/4eiIfPElif69JNfqXol3oY9+9WTW56M7wdvVr9pXql6xdi2bWzbNq9Uxa5lenIG79W+Z16oeMEEw0HT2tpqVtesNsvLlvfpRz+z7RnjC8faZF39OnN/2f3xNvqo+SPzxJYn4tv95ubN8etT0+vY1LPdV7ZX9j02deyM1bEnVse1nbV9rn0avY3moY0Pme3u7cZ07xcrN62M5wja/LFzzQfbPzChUMh0BDrMYx89Fj+WdQY6zfKy5fFrHV/IZ57c+qTZ1LTJhMNhc/7555vW1tj2sjd0h9Ru1Hnq4tnAxq5G6jx18Vitp5bqjup4hrLZ10ytpzZevqGrgSp3FRE7AkCbv42ajpo+5SvbKuNxd8BNtbuaqB0FoD3QTkV7BaFoCABvyMt29/b4685QJ5XtlQQjQQD8YT9V7VX4I7GBA1u6OvBGainItinITiMYCVLVXkVXKDabhy/so8q963U4GqaivQJP0ANAIBJgu3s7ncFOACJ2hIr2Ctx+d6y8Haa6o5r2QDt0Z0Yr2ipo8bcAELWj1HTW0OKLvTYYKtoqaPI2gYmVr+uso8nXFI9Xuauo99Zjuv+r99bT4GmgR3VHNTs7d8YzsE3epj5tUuepY4d7R7wOW3wt7OzcGY83djXG2sTE6rw90N6nDVt8LVS0VRCOhgHoDHayo2NHnzbq0yZhR5sEY20SCAeguw6r3LvapCvURZW7Cl/YB0AwGqSyvZKucKwN/GE/29u34w15obtNKtsq420QjAbZ4d5BR7ADerVJuz/WBuForE3a/G3Qu0262yBqR9nZuZNmXzN0Z9gr2ito9DbGs+W1nloauxrpUeWu6rMf1HvrqffWx+M1HTXs7OjVJl1926TeUx9rE9PdJv4WdnbspCfJ3tTVRFX7rv3EHXD3aZNWXysV7QO0SbRXm7RVxPeDrnCsjoPR2GtPyENle2W8DQKRQGw/CXe3SXf5njYJ2aE+bRLfD0J99wNnm7gDsf0iaqJUtPVqEztMdeeuNjEmth+0+FowGKImyk7PTpq7utuEXW1CdxvWeerirwG2u7dT66nFxgYDDd6GPm2ys3MnNR01tLW30dzcTHNXc5/9oMHTwI6OXftJmy92bOpp4+au5n5tsqNjR7xN2vxtlLeXx7d7T9DDDvcOwnasjdwBN5VtlQSisf2g59gUb5NgrE3i+0Ekth/0tFHPsalnPxgJLf6W+N/nDXmpaK/AG9y131W0VRCIxD6/L+yjor0ivt9F7SiV7ZXxz9ezTbUFutu4+1jWEYiVD0VDbHdvj++HADvcO+LHzrAdpqajhoauvsc6535b66mNx3d27oztt8Zg2zYNvgaqO6rj8TpPHfWeeqImio1NY1cj293b4/EGbwO1nto+x8pKd2U83uxrpqajJr7ftQXaqGiriMdbfa3scO+I73edwU4q2iri25A74O577At3UdFWEd+GPCEPVe279rtAJBA7ttqxbaor1BU7H4Vi56Oe81PPfuuP+Kloq4jXcdSO9tlmgpEgle7K+H6Hie03vdtkh3tHfL8DqHbv2k8jdoTqjmoavLvapKazJn7sjNpRaj217PTs2q9qO2PHzp5jab2nnh0dO+Lxem89dZ66+LeMzjZp9Days3MnERPBYGj1t1LZvqtNWnwtVHdWE7bDGAzt/vY+bdLmb2NHx474fhZvk+5jszvgptpT3Wc/q2irwLZ3tUnvY18wEqSyrXJXm4S7+pyPInakz37c0yY9x0Lb2FS5q+J9imA01gdp9bfSY7t7e7x82A6z3b093iegez/o0yadQ2iTXse6Ok8djV2N2MS+3W7wNvSp83pvfXw/McbEzkfuXeNBNXU1xdrE7m4TX2ufOm+xLarTZxH21UHTa/HzUc9+0B5oZ4d7R/xY4gl5+uwHncHOPuefnmNNz37pDXljbdLdT+vpM/S0cU8b9rRJ2A7336/aKvr007a7t8fbJBQNUdVe1efYVN25q18XjobZ4d7Rp09Q3VEdb8OoHaWmo6bPOX9n506aupri57daTy01HTXxeJ2njgZvQ7wOhtt29/Zd56pA7NzWc6zv2Wd6XncEO9jRsYNQJLaNdwQ7qGyrjB/3PEFPvz5cZXtl/NznC3X3o3v14Srdu85l/oifyvbKXftAJMh29/Y+7dl7nwnbYXZ07Orjhe3Yuainvm1jU91RHe+HR+wIVe1VNHXt2md697ujdpQdHTuo9+zqH9R56uLlbWNT01lDTeeu9mnwNsT3MYOhzlPHdvf2+Dbdcy1km1j/o9HbSGVbZTze08fr2Yabfc19jjM9/e6eOm73x651+rSJu/9xrKd8z7VQvA/X3SY95yJn/6Hn/Nx7n6hs33Uc6zk/x88d0WCffnXPucDZB+yp45467NlnetqkZ58xGHZ27tzVJibKDvcOajt3nc97jlPx8h2xPlyPhq6GWBt295vrPHVUuavix/bmrtj1Z8923+RtoqJ913Fma81Wqlqr4m3Scxzr6Ze7g7E+Xk8fruf6s6dNOkOdfc73PX045/Vp7351ZXtl/LjnD8f2g57tPhCOXRvttk3sENs7dh2nes7/PX2snjZxB3ftB/3apKNm13HKxPoHPX0sg6HWUxs/d9jGZkdH3zap99TH+93GxNqwdx+r0RvbD3q2+3pvfZ/9pOf6c3dt0pMTiLeJP3atE+9397RJ93bfc26JH5tCsX537zapaK/oc27ofa3jfN1T5332E3cVvlD3tVAkREWvPlbPftL7XFPRXrHr/GxibdKzH+wrzbLn0DPL3roP15GfG5vtye7uRKZYsYHhoiYKBlJcsdd7G7e7b/9LcaVgYcVvv+tdfqC4y+XCwqKjs4OMzAwy0jP6xi0XBrh91Vb++OIWLjhuDr/+7NI+ccuyMMQuZCzLir1nkDjdO73LcnX/jj3H6T4ZWpYV+7wdHWTnZpOakrorbqJY7Hp/1I6CRZ866lOn3Tvu7up0KHVujInX4UDxnjo3tqG5pZmSkhJSU2Kz5AzWJs6f369OHeX7xQep0z3FMdDe3k5BUUGfNthdm+w23n2C6lPnI9QmPl/swJeRmdGvDgfbDwaLO3/ebut8sNe96tzCoqWlhcLiQlJcKYO2yVDi7KZNLMvqW4d72SYGQ8W2CsrLy/nkpz5JSmrKXu0H/eKj1Ca2beP1esnJyyHFSiEUCo3ILHvrP1zPD77/g3ibR00UFy7a29spKirCxibFSukbd+xXveO26dvGvdt0oG3A2ebO/ahf3LEf9fn5xtDmbiM/L5+01Ngg9s42c77fGe9ps1TXrmOdcxsYStxZJ65e+1XURPvEg+EgoUCI/Px8DIao3Tfep/xu4rvbj0ayTTDEZjUsiPUNnPHdtdlQ63ywuLPOB4v31Fk0GqWltYVJkybF68jZJn3abDd1vs9tMkidDxSP2BE63B0UFcZmvtxdm+yuzvsdO0eiTTbchKvsOqzZ52Mff0+8zr1eb2ww4dTYlNkDtUm/OnfWsTO+mzrveU13nTh/3lDbxLZt2t2xY+BAcef7e16zD23i8/o4++yzh32Wvet/fj2zZswCxz4RCUfw+/2xfugg+8zu4v3aY7DX3fW3p9c97dW7vp1xC4sOd2xmT2MZrO5+84DtM0i/esB47/ZzxgfaZxx9PGNMvzpz7jPhYOxCOiMzY9/qfAj9hwHreLD4AK97twlAJBqhtbWVyZMmg7VrH9uvOh8svh9t0rtObdvmpZdfYsrUKRyyODam6GB1Pljc2Sb96tj52lnHu4n3bMe9y0Ps2iYvP4+UlFi/m+466l1+tNvE7k4sDdYmlrFiswQWFmAYfD9xxne33Ttfj0SbRO0oPq8vNltsWmxbcsb71Hl3m9hRW7PsDbeeDZPuja736xQrJb4h7UvcZblIdaViEetEWJbVr/xA8Z7XPT+vX9yyiNiGWncAixQWTo11mnvHASxir3s2pMHiAKmuXcmkweJ077h7jFt94ymuXRfNDFBnKa491+lQ6nygOuwd713nPeV3Fx+wTXq97lenjvL94oPU6WBxBqjTfvEhvL9fnTvr0BnfQ50P2iauAdpkCHU+WNz58/rFnW2yu9cD7Se96tgZZ1/abIB4vzp01vlgbbKH1846cb5/wPgQ6nywuPPn9Yv3aoNUV2r89UjoXd8D/b7er3vizjZybjO7a9OBtoGBXveuw35xx340WNzZZoPFe9rMGe/dZkOJO+vEWYd94r0uoi36x/u83k3cWYfxOh+FNnHWoTO+r3U+WNxZ54PF+7VJr/1uwPggdT5Y3FmHQ63zAeMD9RH2os77HTtHok0mHYuVVgD1z+IKd/Spk4HOb84661Pnzjp2xndT5z2v6a4TZ9xZh3us897byG7iztf70ia9P/Nw6tc+A2zzu4sP2L6DnKv2+Lq7/vb0unf7DBbHsU8M2D4D7TOOfaBf3NE+zp/XO+6y+vfxBqqz3q8Hiu91nQ+1/+Csw8HiA7zuV+e9f99AcWedDaXOB4vvR5sMWKeDxfejTfrVsfO1s453E+/5G3dX3llHvcuPdpu4eiVi2Nc22cv9ZE+vR6JNUh3n+4Hizjrq/Xpf7N+7JeFEo4Y6d+y2vJ6ElIiIiIgMo9yDIGc2hD3Q8o4zKiIiIkOghNQ4E7ENO9v9uFwW86fkOsMiMgGkpKSQmrrrGxcRERlm2TMgfwGYMLS8CSM0NpKIyL5IS0vD5dKlviQ+baXjTDAcpb7Dz/SCTPKz9v/ZfBFJLpZlceCBB7JkyZL4LbYiIjLMXOkwZVksEdW2FsKxQWBFRMaay+XiyCOPZMqUKeoLSsJTQmqc2drkIRw1LDhAj+uJTFSpqamkpaWpEyIiMpKmfhKsFOjYAIFdM56JiIy1jIwMUlJ2jVckkqiUkBpnynbGvqFbMCXPGRKRCaKlpYXa2lrs7umWRURkBOQeBEVHgm8ndGx0RkVExoQxhu3bt9PZ2YkxxhkWSShKSI0zZXWxhNTCqUpIiUxExhja2tqor693hkREZDhZLjjoIjBR2PmEMyoiMiaMMVRXV9PZ2ekMiSQcJaTGmQ07O0hLcTGnNMcZEhEREZHhNOMcSM2F+mcg4nNGRUREZA+UkBpHPIEwNe1+SnPTyc3UDFsiIiIiIyqjBIqPhkAjNL3qjIqIiMgeKCE1jlS1dBG1DZPzMslO0yB2IiIiIiPKlQ6TToz9/44HQOO1iIiIDJkSUuNIRXMXAJPy0slKV0JKZKJyuVy4XDq8i4iMOMsFxUdCWh40vwHBFmcJEZFRl5KSotmWJSnoimUcqWz2AjA5L5OsND2yJzIRWZbFrFmzWLRokToiIiKjoeAQyJgCoTZwr3dGRURGlcvl4vDDD2fKlCnqC0rCU0JqnDAGKpu7cFkWUwsySU3RwUdkokpPTycrK0udEBGR0ZA3F3IPgnAnVvtaMLazhIjIqMrJySE1VTcoSOJTQmqc6ApFaPYGSU2xmFGU5QyLyATS3t5OY2MjRmOZiIiMPCsFpn8GTJTUzrVgB5wlRERGjTGG2tpavF6v+oKS8JSQGifau0J0+sOkuiymFyohJTJRGWNoaWmhpqZGnRARkdEy83MApHWuxRWNjekpIjIWjDFUVlbidrudIZGEo4TUONHuC9EZ6E5I6Q4pkQlNiSgRkVGWPR0mnUhKoBbcHzqjIiKjSn1BSRZKSI0T7b4wnf4I2empTMnPdIZFREREZCTNOg8Aa/v/c0ZERERkAEpIjRMt3iDeYIR5U3JJS1GzioiIiIyqaWdAag7UrIBo0BkVERERB2UuxokdrT4Alk4vcIZEZIKxLEsz7ImIjLb0IkzREVhRHzSsckZFREaNy+VSX1CSghJS48T2ltgAmktnKCElMpFZlsWMGTNYsGCBOiIiIqMprQAKj4j9/87HnFERkVFhWRZLly5l0qRJ6gtKwlNCapzY3hpLSB2iO6REJrysrCxyc3PVCRERGU2uNCIFR2BcmdC+BoItzhIiIiPOsiwKCgpIT093hkQSjhJS44AxsUf2CrLSmF6oGfZEJrrOzk5aW1s1w4qIyCgL5x+BSckBfx10fuQMi4iMOGMMjY2N+Hw+9QUl4SkhNQ7Uuf10+sPMKc3BpTsiRCa0nk7Ijh071AkRERll0ezZmLz5EGgC9wZnWERkxBlj2LZtG+3t7c6QSMJRQmocWF/jxgAHT851hkRkAjLGYNu2c7WIiIw0KwUz68tgotD8Ohgdi0Vk9Nm2rS8mJSkoITUOrN3pBuCgSTnOkIiIiIiMphmfB1cGNL4GJuKMioiISDclpMaBddXdCalSJaRERERExlTWVCg9Hvw7ofktZ1RERES6KSGV5MJRm4/qO8nLTKUkN8MZFhEREZHRZFkw4zOx/y+/yxkVERGRbkpIJbmGjgC+cJTi7HTyM9OcYRGZYCzLYtq0aRx88MFYmuRARGRslB4P6YVQ+wSEYneyi4iMBsuyWLJkCaWlpeoLSsJTQirJVbf5MEBRTjr5WUpIiQjk5uZSWFioToiIyFjJngl58yHiheY3nVERkRFjWRYlJSVkZmY6QyIJRwmpJFfd5gMDRdnp5GemOsMiMgF5vV7cbrdmVxERGSuZk6FgSez/G1/SbHsiMmqMMbS2thIIBJwhkYSjhFSSq271YYxhUl4G2elKSIlMdMYYGhoaqKqqUkJKRGSsuNKh9ATAgvZ1EGp3lhARGRHGGLZs2UJbW5v6gpLwlJBKYuGoTV2HHwMcWJyNns4REQDbtolGo87VIiIymqZ8HFyp4NkGvmpnVERkxEQiEWxbd2ZK4lNCKol5gxFau0IAHFia4wyLiIiIyFjJnQuFh4G/HtybnFEREZEJb9QSUmVlZfzwhz/k4x//OMcccwxf//rXefjhh4lEIs6iMkTeQIRWbywhNbs02xkWERERkbFiuWDuJWAi0PC8MyoiIjLhjXhCqry8nCuuuIIf/ehHlJaWctVVV3H99ddz3HHH8dhjj3Heeefx4osvOt8mQ+ANRmjrCpLisjiwWAkpERERkYQy68uQkgUNL0A06IyKiIhMaCOekEpJSeGiiy7i8ccf5yc/+Qlf/OIX+cxnPsN3vvMd7r33Xm655Rby8/Odb5Mh6PCHaesKMaMoi7zMNGdYRCYgy7KYOnUqs2fPxtLAciIiYyujCEqPjz221/SKMyoiMuwsy2L+/PkUFxerLygJb8QTUnPmzOHoo48mLW3ghMlBBx3Exz72MedqGYLqNh/hqOGwGQXOkIhMYPn5+ZSWlqoTIiKSCKaeHvu38h5nRERk2PV8OZmdrSdoJPGNeEKqRzgcZsWKFVxxxRVcdNFFfOMb3+Ab3/gGf/7zn51FZYjKm7wAHD6z0BkSkQnM7/fj8Xg01a+ISCIoPgrSCqDxRQi2OqMiIsPKGIPb7SYUio01LJLIRi0h1dbWxv33388555zDFVdcwZVXXsmVV17Jpz/9aWdRGaJt3QmpI2YVOUMiMkEZY6irq6OiokIJKRGRRJA3D7JnQsQLre86oyIiw8oYw+bNm2lpaVFfUBLeqCWkbNtm7ty5LFu2jKOPPjq+HHzwwc6iMkTbGr2kuiwWHqAxuERkl2g0qhlMRUQSRc6BkDcXogFoWQ3oAlFERlY4HMa2bedqkYQzagmp4uJipk2bxl//+ldWrlzJo48+yqOPPso777zjLCpD4AlEqO/wM70oi/SUUWtGEREREdkbVgoccAYYG9rXQajTWUJERGRCGrVMRjAY5MUXX+TBBx/kkUceYeXKlaxcuZK3337bWVSGYEuDh6htmFWcjcYtFhEREUlg0/4j9q97PYRanFEREZEJadQSUh6Ph0mTJvHCCy9w77338q9//Yt//etffO9733MWlSHYVB/7dm1WcTbKR4mIiIgksJwDofQ46KoG9yZnVEREZEIatYRUdnY2U6ZMweuNDcQt+2dj3a6ElG6REpEelmVRWlrK9OnTnSERERlLcy6M/VvzsDMiIjJsLMtizpw5FBQUOEMiCWfUElKhUIgVK1Zw5JFHcvLJJ7Ns2TKWLVvGdddd5ywqgzDGsLGuk/QUFwcUZOkOKRHpo7i4mAMOOACXa9QO8SIiMpjp50BqNux8FOywMyoiMiwsy2LGjBnk5eVh6cYFSXCjdrWSl5fHL37xC2699Va+853vcNlll3HZZZdxxhlnOIvKIDoDUVq7QuRmplKSm+4Mi8gEFwwG8fl8mupXRCSRpBdAyTEQ7oT6551REZFh09XVRTisxLckvlFLSGVnZ/OVr3yl33LyySc7i8ogGr0hwlFDbkYqJTlKSInILsYY6urqKC8vV0JKRCSRpGRCyfGx/69+yBkVERkWtm2zceNGWlpa1BeUhDfiCanHHnuM//7v/8br9RIOh4lGo0SjUSKRCKFQiCeeeIJf/OIXzrfJHjR5woRt032HVIYzLCITXDgcJhQKOVeLiMhYslKg+ChIzYPWtyGo2fZEZGQEg0Gi0ahztUjCGfGE1LJlyygtLeXSSy/l8ssv56qrruK73/0u3/nOd7j44ot55513uPDC7kEeZUiavEHCUZvCrDQKs9OcYRERERFJREWHQkYJBFuhfb0zKiIiMqGMeEKqoKCASy+9lL/85S9cc801XHjhhZx//vlcccUV3HLLLdx4443MmTPH+TbZDdsYGj0hIlHDgcXZpKWMeBOKiIiIyHDInQP58yHUDu1rAT1OIyIiE9eoZTMKCwtZtGgRxx57LMcffzyHHXYY06ZNIyUlxVlU9iAUsWnsDGKAgyfnOcMiIiIikqisVJh+LpgotL4L0YCzhIiIyIQxagkpGR7BiE1DZ6zzMm9KrjMsIhOcZVkUFRUxZcoUZ0hERBLBjHPAlQ4tb0PE54yKiOwXy7KYMWMGeXm6eUESnxJSSSYYjtLYGQRg3mQlpESkv9LSUmbMmIHLpUO8iEjCyZ4OpceDbye0ve+MiojsF8uymDNnDgUFBViW5QyLJJRRv1oJBAJ0dnbS0dFBR0cHPp++GdobgbBNY2eA/KxUphZkOsMiIvFZTDXVr4hIIrJg5hdj40dV3esMiojst0AgQCQSca4WSTijlpCKRCKsXLmSSy+9lAsuuCC+/PGPf3QWlT1o6AzgDURYPDVfGW8R6ccYQ21tLdu2bVNCSkQkUU0+GdILofZJCHU4oyIi+8y2bTZu3EhLS4v6gpLwRi0h1drayl/+8hcuvPBC7rrrLu6++27uvvturrjiCmdR2YOP6jsxwOJpeiZYRAYWCoUIBDRQrohIwso6AAoOgXAHNL/mjIqI7Befz6c7pCQpjFpCKhqNcthhh3HSSScxZcoUJk+ezOTJkykoKHAWlT3YVN8JwJJpqjcRERGRpJReBEWHxx7fq3sGjO0sISIiMu6NeELK6/Wyfft23G43AE8++SQVFRVs376d7du309TU5HyL7MGm+k4sYNEBukNKREREJCm50qDkGEhJh/Y1EGxxlhARERn3Rjwh9fjjj3PkkUdy0kkn8Y9//INvfetbfOxjH+PII4/kyCOP5Ic//KHzLbIbUduwpcFDQVYqxdnpzrCIiIiIJIvS4yAlG7pqwFvhjIqIiIx7I56Q+sIXvkBFRQVbtmxhzZo1lJeXU1FRQUVFBdu2bePXv/618y2yGztauwhGbKbkpZOWMuJNJyJJyLIs8vPzKSkpcYZERCSR5M6F/EUQaAT3BmdURGSfTZkyhZycHOdqkYQz4lmNjIwMioqKiEaj3H///RQUFFBUVERRURGpqanceuutzrfIbmxp9AAwOTeNtBTNsCciA5syZQqzZ8/WTJwiIonMcsHs88FEoelVZ1REZJ+4XC7mzZtHUVGR+oKS8EY8IQXQ1NTEjh07qKyspLq6Or689957eL1eZ3HZjW3xhFS6ElIislvRaFQzq4iIJIMD/xNc6dD4MthhZ1REZJ9EIhFsW5MlSOIblYTUXXfdxU033cQbb7zBT3/6U/7rv/6Ln/zkJ9x99918/etfdxaX3dja6MVlWUzJTyfVpYSUiPRnjKGuro5t27ZhjHGGRUQkkWSUwKSTwV8HTa85oyIie822bTZs2EBLS4v6gpLwRiUh9f3vf58///nP/PKXv+Qvf/kLd955J3/5y1+4++67OfXUU53FZQDBiE1Nm5/0VBdT8zOdYRGRuEAggM/nc64WEZFENP0/Yv9uu8sZERHZJ16vl1Ao5FwtknBGJSGVk5PDzJkzOeWUU3jttdf4+9//zsqVK6moqNCthEPU4g3iDUbISHUxRQkpERERkfGh5BhIL4S6JyDU7oyKiIiMW6OSkALweDxcf/31vPTSS+Tn59PQ0MBVV13FU0895SwqA2jxBOkKRchIczElP8MZFhEREZFklD0Lcg8GOwhNbzijIiIi49aoJaQ6OjqwbZvf/va3fPOb3+QnP/kJv/3tb7nvvvucRWUAzd4gvmCUzNQUPbInIiIiMl5kT4e8+WBsaHrZGRURERm3Ri0hlZmZSWFhIZ2dnQCEw2EqKipYsmSJs6gMoNkTxBeKcEBhJtnpKc6wiAgAlmWRm5tLYWGhMyQiIonISoEp3WOqussg2OosISKyV0pKSsjKynKuFkk4o5aQAnj11Vf5/Oc/zwUXXMDnPvc5fvazn/Hhhx9y2WWX8d3vftdZXLrZxlDfESBiGxYfkI9laYY9Edm9qVOnctBBB+lYISKSLKaeHvu3cwv4a51REZEhc7lcLFy4kOLiYvUFJeGNWkIqIyODr371q3zxi1/kyCOP5PTTT+f73/8+J5xwAgsXLmT+/PnOt0g324adbbEZsxYfkO8Mi4j0o2l+RUSSSO4cKD4KfDXQsdkZFRHZK+oHSrIYtYRUXl4eV111FWeccQYnnXQSV111FV/96le5/PLL+f73v8+VV17pfIt0ixpDTbsflJASkUEYY6irq6O8vFydERGRZHLwZbF/a590RkREhsy2bTZt2kRLS4v6gpLwRi0hFYlE+OMf/8jFF1/Mj3/8Y/x+P/fddx/Lly93FhUH2zbUtPtITbE4eEqeMywi0ofP58Pj8ThXi4hIIpv1n5CSBXVPgx1xRkVEhsztdhMMBp2rRRLOqCWkWltb2bhxI08//TR+vx9jDMuWLeONNzS97WA8wTBNnQHmlOSQkTpqTSYiIiIioyUtD0pPgFAbNDzvjIqIiIw7o5bdiEQiFBQUkJOTE19njCEcDvcpJ/1tquvENjBfd0eJiIiIjE+WBVM+Hvv/qn87oyIiIuPOqCWksrKyaGlpobGxEbpvI7z22ms56aSTnEXFYf3ODgDmT1VCSkRERGR8smIDm6cVQNOrEGx1FhARERlXRi0hVVRUxEUXXcT3vvc9IpEIF1xwAR/72Me46KKLnEXF4cMaNwDzp+Q6QyIi/WRlZZGbq+OFiEjSyV8A2dMh4oHW95xREZEhKSgoICMjw7laJOGMWkLKsixOP/10/vGPf7B8+XL+/e9/c9NNN5GWluYsKg4f7nSTlZbC9MIsZ0hEpA/Lspg2bRrz5s3DsixnWEREEln2LMibDxEftL4LxnaWEBHZI5fLxeLFiykpKVFfUBLeqCWkmpub+cEPfsBpp53Geeedx5133qlZoIag1Ruk2RuiJDed3Awl70RkcC6XC5fLpU6IiEiycaXBAWeCiULbGoh4nSVERAaVkpKCyzVql/oi+2xUttLq6mrOOussAoEA3/72t7nkkktoaWnhE5/4BLW1tc7i0ktVSxcAk/IyyMlIcYZFRPowxlBfX09FRQW2rW/WRUSSzrQzY4mp9jWxGfdERPaCbdts3ryZ1tZWjDHOsEhCGZWE1L/+9S8+9alP8Yc//IFvfetbXH755fzpT3/i5JNP5oEHHnAWl14quxNSpbkZZKenOsMiIv14vV7c7tjYcyIikmRyZkHp8eCvhbZ1zqiIyKBaW1vx+/3O1SIJZ1QSUh988AHnn39+n4HVMjMzufjii1m/fn2fstJXVXP3HVK5GWSn6w4pERERkfHNggO/Ghs/quZhZ1BERGTcGJWElMfjobS01Lma0tJSvF49G787UdtQ3ebDZVlMK8wixaXxYERERETGvQM+AWmFUPcMhDXmqoiIjE+jkpAyxvDDH/6QSy+9tM9y7bXX6rnWPfAGI7R2BXG5YGaxZtgTERERmRAySqH48NgYUo0vO6MiIiLjwqgkpL75zW+yePFi5s6d22dZsmQJ559/vrO4dOvwhXH7w6RYFjOKsp1hEZEBZWRkkJWlJLaISNJKzYHiY2KP7+18BPQFrojshZycHNLSNEO7JL5RSUh95Stf4cc//vGAy+c//3lncenm9ofo8IVxuSxmKiElIkNgWRbTp09n/vz5WJYe8xURSUpWKhQfFUtMtb4PwSZnCRGRAblcLpYuXcqkSZPUF5SENyoJKdk3bn/sDqn8jFQm5aU7wyIiA0pNTSUtLU2dEBGRZFZ8JKQXQqAROjY5oyIiu5Weno7LpUt9SXzaShNYY2cAfyjK0hkFurAUkSExxtDQ0EBVVRW2bTvDIiKSLHLnQN6C2DhS7esBPbYnIoOzbZstW7bQ1tam8Zol4SkhlcCqmrsAOHRGoTMkIrJbnZ2dtLa2OleLiEgysVJg1hfBRKFlNdhhZwkRkQE1Njbi8/mcq0USjhJSCayqNXYQOXRGgTMkIiIiIuPdzC/EElMtb0I04IyKiIgkNSWkElhVsxeXZbF0uhJSIiIiIhNO5iSY/HHw1ULz286oiIhIUlNCKkFFbZvtrT5Kc9MpzslwhkVERERkIpjZPSN11T+cERERkaSmhFSCqmjuIhCOMqc0B41nLiJ7Iy0tjfR0zcwpIjIuTDoJ0gqh5lEIdzqjIiL9ZGZmkpqa6lwtknCUkEpQ62s6AJhTmuMMiYjslmVZzJgxgwULFmh2ThGR8SBzChQuATsAjS87oyIifbhcLpYuXcqkSZPUF5SEp4RUgvqw1g1KSInIPkhLSyMjI0OdEBGR8SCzFAoOif1/3TPOqIhIP1lZWaSkpDhXiyQcJaQS1Ic1blJcFgeWKCElIkNnjKGpqYmamhps23aGRUQk2VipUHoCuNLAXQaBJmcJEZE427apqKjA7XZjjHGGRRKKElIJyB+KUtXiIy8zlaIcjQMjInvH7XbT2NjoXC0iIslq8ongSoeu7eCtckZFRPqora3F6/U6V4skHCWkElBdh59Q1KYwK53CrDRnWEREREQmkty5UHgI+OugY5MzKiIikpSUkEpANW0+orahIDuNgmwlpEREREQmvIMuif3b8IIzIiIikpSUkEpAO9v92MZQmJWmO6REREREBGZ9EVKyoGEVmIgzKiIiknSUkEpANe0+bGOYmp9JZppmRxCRvZOSkkJqaqpztYiIJLP0Iph0EgSboeFFZ1REJC4tLQ2XS5f6kvi0lSaYYMSmsTOIMTBnkmbYE5G9Y1kWM2bMYMGCBViW5QyLiEgyO+BTsX/L73ZGREQAcLlcHHrooUyaNEl9QUl4SkglmK5ghGZPEIA5pUpIicjey8jIICsrS50QEZHxpvjo2J1SDS9AsNUZFREBICcnh7Q0Df0iiU8JqQTjC0Vo8cYSUgeV5jrDIiKDam1tpa6uDmOMMyQiIsksd05sifqg5S1nVEQEYww7duygs7NTfUFJeEpIJZiuYJQWT5D0FBczi7OcYRGRPTLGKCElIjJeZU2D/EVgR6DpDTC2s4SITHC9E1IiiU4JqQTT4Q/R5gtx8ORcDWguIiIiIru40mDyMsCAez2E3c4SIiIiSUMJqQRT0dyFMXDojAJnSEREREQmuqmng5UKHZvA3+CMioiIJA0lpBLMlgYPoISUiIiIiAwgZzaUHAv+WnCXOaMiIiJJQwmpBLO1MZaQOmxmoTMkIjIklmXhcunwLiIyLlkWzL04Nn7UzsedURERXC6XZluWpKArlgRiTCwhlZ2ewoHFOc6wiMigLMtixowZLFiwQB0REZHxavrZkJYPDc9DpMsZFZEJzLIsDj30UCZNmqS+oCQ8JaQSSIs3SGtXiOlFWaSm6OAhIvsmKyuLnJwcdUJERMar9EIoOQaCLdDwojMqIhOYZVnk5+eTnp7uDIkkHCWkEshHDZ0YAzOLsklx6UJSRPaN2+2mqakJY4wzJCIi44GVCpNOAizYsTw2656ICGCMoa6uDq/Xq76gJDwlpBLIprpOAGYUZeHSnQ0isg+MMTQ1NVFdXa1OiIjIeGW5oOjI2GN7Lash0OQsISITlDGG8vJy3G63MySScJSQSiCb6mMJqZlF2bh0h5SIiIiI7E7hEsicAqF2aFvrjIqIiCQ8JaQSRNQ2bG30kJnmYkp+JkpHiYiIiMhu5RwIefMg4oW292Oz7omIiCQRJaQSRFtXiE5/hOz0VErzNACdiIiIiOyBlQIzPgMmCm0fQNTnLCEiIpLQlJBKEA2dAQIRm5yMVEpzM5xhEREREZG+pn829m/rexD2OKMiIiIJTQmpBNHQESAYjpKTnqKElIjsM8uymD59OvPnz8fS5AgiIuNb1hSYvAz8tbHH9kRkwrMsi6VLlzJp0iRnSCThKCGVIBo6AgQjNkU56RRkpTnDIiJDlpOTQ35+vhJSIiITweyvxv7dfr8zIiITkGVZFBUVkZGRob6gJDwlpBKAbQz1HX7CUZu5k3JJ0Qx7IrIfPB4P7e3tGGOcIRERGW+mnA5p+bDzUYhoHCmRic4YQ3NzM36/X31BSXhKSCWAUMSmoSMAwIIpuc6wiMiQGWOor6+noqJCnRARkYkgowiKjoSoH+qfd0ZFZIIxxrB582ZaW1udIZGEo4RUAghFbeo7Ywmp+VPznGERERERkYGl5UHJUYAFOx9zRkVERBKWElIJIBSxqXcHsCyYN0kJKREREREZIisVij8GqVngXgeBRmcJERGRhKSEVAIIhG0aOgNMzsukKCfdGRYRERER2b2Sj0FqHvjroGOzMyoiIpKQlJBKADtauwiEoyw+IA9NhCAiIiIieyV3DhQsgmAzuMucURERkYSkhFQC2FTXCcCiA/KdIRGRvWJZFtOmTWPu3Lma6ldEZMKw4MCvgjHQ/DqYqLOAiEwQlmWxePFiSkpKnCGRhKOEVALYWNcBwOJpSkiJyP7Lzc2lqKhICSkRkYlkxmchJROaXgc75IyKyARhWRalpaVkZWWpLygJTwmpBLCxrhOXBfOm5DpDIiJ7zefz4fF4MMY4QyIiMl5lToJJJ0OgARpfc0ZFZIIwxuB2uwkGg86QSMJRQmqM+UIRqlq7mJSXSV5GmjMsIrJXjDHs3LmTLVu2KCElIjLRTD8n9m/F35wREZkgjDF8+OGHNDc3qy8oCU8JqTFW1dJFJGqYmp9JRmqKMywiIiIiMjSlx0B6MdQ9DcE2Z1RERCShKCE1xsqbvABMLcgkI03NISIiIiL7KHsG5C+EqB+a9NieiIgkNmVAxti2noRUfiaZqWoOEREREdlHGZOg8JDY/ze+CMZ2lhAREUkYyoCMsW2NHlyWxdSCDFJT1BwiIiIiso9caVB6Algp4P4Qgi3OEiIiIglDGZAx1BWM0NgZJD3VxQEFWc6wiMhesyyLKVOmMHv2bE31KyIyEU0+OZaY8pSDr9oZFZFxzrIs5s+fT1FRkTMkknCUkBpDrV0hvMFId0Iq0xkWEdknBQUFlJaWKiElIjIR5cyG4iMh0AjuMmdURMY5y7KYOnUqOTk56gtKwlNCagy1ebsTUikuDijUHVIiMjyCwSB+v19T/YqITESWCw66BEwU6l9wRkVknDPG0NXVRTgcdoZEEo4SUmOotSuENxAhOz2FyXkZzrCIyF4zxrBjxw42btyohJSIyEQ18/OQmhsb2Dzqd0ZFZBwzxvDBBx/Q2NiovqAkPCWkxlCzJ4AvFOXAkmwy01KcYRERERGRvZdeCJNOhEATNLzojIqIiCQEJaTGiDGws92PbQxLphU4wyIiIiIi+27qJwALKv/pjIiIiCQEJaTGiMFQ3eYD4JBp+c6wiIiIiMi+KzoidqdU0yuxO6VEREQSjBJSY8QY4gmpJdOVkBIRERGRYZR3MOQcCJEuaHnHGRURERlzSkiNEdsYatp8ZKWncGBJjjMsIrJPLMuitLSUGTNmaKpfEZGJLHsG5M0DOwQtb4GxnSVEZByyLIs5c+ZQUKBhYSTxKSE1Rpo9Qdp8IQ6elItLF40iMoyKi4uZOnWqElIiIhOZlQJTz4glotrXQbjDWUJExiHLspg5cyZ5eXnqC0rCU0JqjHy4swNj4ODJuc6QiMh+CYfDhEIhTfUrIjLRTf907F93GQSbnVERGYeMMQQCAaLRqDMkknCUkBoj63e6AZg3RQkpERk+xhiqqqr48MMPlZASEZnosqbB5FPAXwvt651RERmHjDG8++671NfXqy8oCU8JqTGyrsaNhe6QEhEREZERNOcbsX9rVjojIiIiY0oJqTFgjOHDGjc5GalMyct0hkVEREREhsf0cyA1B3Y+DtGQMyoiIjJmlJAaA/UdAbpCUUpy08nNSHWGRURERESGR1o2lJ4AUR/UP+2MioiIjBklpMbA9pYuAEpyMsjNVEJKREREREaIKwNKjwcs2PGAMyoiIjJmlJAaA1WtPgBKctPJ0R1SIjKMLMuiuLiYqVOnOkMiIjIRWS4oPhLS8qD1PQg0OkuIyDhiWRazZs0iLy/PGRJJOEpIjYEdrbE7pCblZZCdnuIMi4jsl9LSUmbMmIHLpUO8iIgAhUshYxKE2jXbnsg4Z1kWs2fPpqCgAMuynGGRhKKrlVEWsQ072/1YFswoysalg4SIDLNoNEokEtFUvyIiEpMzG/IXQNgN7WtA5weRccsYQzgcxrZtZ0gk4SghNco8/jBtXSEsLGYVZznDIiL7xRhDRUUF69atU0JKRERiLBfM/BwYG1rehajfWUJExgljDKtXr6aurk59QUl4SkiNso5AmHZfCMuCWcXZzrCIiIiIyPCbdnZsgPPWtyHidUZFRERGnRJSo6zTH8HtC2EBs4pznGERERERkeGXNRUmnwz+emh5xxkVEREZdUpIjbIOfwi3L8yU/EwKs9OcYRERERGRkTHrP2P/Vt3rjIiIiIw6JaRGWa3bTzBic/jMQmdIRERERGTkTDoR0kug/pnYjHsiIiJjSAmpUVbZ3AWghJSIjAjLsigoKGDSpEnOkIiITHSZk6FwaWwMqYaXnFERGQcsy2Lq1Knk5Gh4GEl8SkiNsorm2CCSh80scIZERIbFlClTOPDAA3G5dIgXEZFe0gqg6HDAgrpnYrPuici4YlkW8+fPp6ioCMuynGGRhKKrlVFW0ewlxWVxyDQlpERkZNi2jW3bmupXRET6cqVByTGQkgnu9RBocpYQkSRnjCEajaofKElBCalRFAhHqWnzM60gk+yMVGdYRGS/GWMoLy9nzZo16oiIiEh/pcdCag74asCzzRkVkSRnjOHNN9+ktrZWfUFJeEpIjaKPGjxEbcPsUj3PKyIiIiJjIGc2FB4KwRZwf+iMioiIjBolpEZR2c4OAGaXKCElIiIiImPAcsHsr4KJQtNrzqiIiMioUUJqFH1YG0tIHViS7QyJiIiIiIyOGZ+DlOxYQioadEZFRERGhRJSo2hDbQdpKS6mF2U5QyIiIiIioyOjGCafDIEGaHzJGRURERkVSkiNEk8gQr3bT15mKsU56c6wiMiwsCyL3NxcioqKnCEREZFdpp8NgFVxlzMiIkmupKSErCzdBCGJTwmpUVLr9hGxDQVZaRRlKyElIiNn2rRpzJ07F5dLh3gREdmN4qMhvQTqn8MKtTqjIpKkXC4XS5YsoaSkBMuynGGRhKKrlVFS2+4nYhvyM5WQEhEREZExlj0T8udh2UEyOt5xRkVEREacElKjZGe7n0jUpiArjcLsNGdYRGRYGGPYunUr77//PrZtO8MiIiIxWVMhfxEA6W1vAsZZQkSSkG3bvPbaa+zcuRNjtF9LYlNCahQYA3UdfqLGMKMoi7QUVbuIiIiIjCErBSZ/PPa/no0QbHGWEBERGVHKjIyCQCRKY0cQY+CgybnOsIiIiIjI6JtyGgCWZxuWr9YZFRERGVFKSI0CfyhKkycAwNzSHGdYRERERGT05czElJ4A/jpwlzmjIiIiI0oJqVHgD0Vp9gQBmKs7pEREREQkQZiDL439T93TzpCIiMiIUkJqFPjDUZo8QbLSUphRlOUMi4gMG8uyyM7OJj8/3xkSERHpb8YXMa5sqH8GomFnVESSUGFhIZmZmc7VIglHCalR0OwJ0ukPs3haPi7LcoZFRIbVjBkzmD9/Pi6XDvEiIjKI1ExChcdCuBPqnnJGRSTJuFwuDj30UEpLS7F07SkJTlcro2BrowcDHDqjwBkSERERERlDFqGiEwALtt/rDIqIiIwYJaRGwZYGDwCHTFdCSkRGljGGbdu28cEHH2DbtjMsIiLST7TgMEgvhOY3INDkDItIErFtmzfeeIPa2lqMMc6wSEJRQmoUfNTQiQUcMk0JKREZecYYdUBERGTo8uZjsmdApAta33FGRSTJ2LatvqAkBSWkRphtDFsaveRnpTElP8MZFhEREREZW9nTIW8BRP3Q8g4Y3WErIiIjTwmpEbaz3U9XMML0oixSU1TdIiIiIpJgrFSYdmYsEdW+NjbAuYiIyAhThmSEfVQfO6FPL8wi1aVZDkREREQkAR1wBrjSoX0dhNqcURERkWGnhNQI+6h7QPMZhbpDSkRGR2ZmJjk5Oc7VIiIiu5c1HSadDP56aPvAGRWRJJKXl0d6erpztUjCUYZkhG2u78Sy4IDCLFJ0h5SIjDDLspg1axaLFi3C5dIhXkRE9sKc8wED1Q85IyKSJFwuF0cccQSTJ0/GsnT9KYlNVysjKBSx2dHqIzM1hSn5GehwICIiIiIJa8ppkF4M9c9DyO2MioiIDCslpEZQizeIJxghKz2FyXmZzrCIyLAzxlBZWcn69euxbc2SJCIieyG9CIqPgnAHNKxyRkUkCdi2zdtvv019fT3GGGdYJKEoITWCmjxBAuEo2ekpTM7PcIZFREZEJBIhHA47V4uIiOxZajaUHAOWC2oeic26JyJJJxQKEY1GnatFEo4SUiOoqTOAPxQlKy2FyXlKSImIiIhIArNSYndIpeZA+xoINDhLiIiIDBslpEZQY2fsDqnJeRnkZaY5wyIiIiIiiaXo8Ng4UsFmcG9wRkVERIaNElIjJGob6jv8RGzDgql5zrCIiIiISOLJORDyF8cGNW9fp8f2RERkxCghNUIitqHOHQBg4dR8Z1hEZMSkp6eTmamJFEREZB9YLpj1RTBRaHkbbI1JKJJssrOzSU1Nda4WSThKSI2QSNSm1u0H0B1SIjJqLMti9uzZHHLIIbhcOsSLiMg+mHEuuDKgZTVEu5xREUlgLpeLo48+mqlTp2JZljMsklB0tTJCwlFDndtPqsti7qRcZ1hEREREJDFllMCUZbFBzZvecEZFRESGhRJSI8QfjtLQGWBmcTa5mbpdUkRGhzGG6upqNm3ahG1r3A8REdlHM78Y+7fyn86IiCQw27ZZs2YNjY2NGGOcYZGEooTUCNnS0EnUNizU43oiMsoCgQA+n8+5WkREZOhKj4vNtlf/NATbnFERSWBer5dwWOO/SeJTQmqElNV2ALDwAA1oLiIiIiJJJnMyFC6FaBAaX3JGRURE9psSUiNkQ20nAIt0h5SIiIiIJJuMklhCCqDuGUCP/oiIyPBSQmoEGAMbajvISHUxqyTHGRYRERERSWxWCpSeAK506NgI/kZnCRERkf2ihNQI6PCHqO/wU5qXQU56ijMsIjKiUlNTSU9Pd64WERHZO5NOgJQM6NoB3gpnVEQSVEZGBikpug6VxKeE1AiobOnCNjA5L5MsJaREZBRZlsVBBx3EoYceisulQ7yIiOyHnAOh6EgINIK7zBkVkQTkcrk49thjOeCAA7AsyxkWSSi6WhkBFU1eAKbkZ5CZpoSUiIiIiCSpgy6KjR/V8KIzIiIiCSgUCrF161bWrl3LmjVr9mpZt25dv3Vr1qxh7dq1lJeXEwqFnL9uv1jGGI1Q2EswGGTRokWUlZWRk7Nv4z/d9PRm/ve1Sr5+/IH8/DNLSHENb2ba4/GQmZlJWlqaM5RwjDF0dHSQn5+fNHdr2LZNa2srpaWlSfGtgm3btLe3U1xcnBSfF8Dn8+FyucjMzHSGEpIxhtbWVoqLixN+OzbGUFtbS1VVFSeccELS3K4djUbp6uoiPz82M2kwGGT27NlUVFSQnZ3tLL5PVq1aRVlZGVdffXWffcUYQ1tbG0VFRQnfvr0l4/EVIBwOEwgEyMtLrkk/bNumo6ODwsLCpDnW0v2529raKCkpSZrPbYzB7XZTUFCQVNs23X20rKwsUlNTnaGEZds2nZ2dFBQUDLyNhL2wcjKkZMLnm8C173+b1+vlrLPOYtWqVcPSj41Go1x++eXceOONTJs2zRke8vHG6/Xi8Xicq8fU3u4HGRkZFBcXO1ePKb/fD0BWVpYzlPCMMTQ3NzNp0qSB94sEZts269evp6CggDlz5iTd59/bbT/R2LaN2+2mqKhoTOq+oaGB3/zmNwQCAfLz8/f6M0SjUVwuV7/39VxzLlmyhMsuu6zPcTUSiXDRRRdx++237/VxSAkph/1NSNnGcNm9H/DSR01c+6kFXL5srrPIflNCamQpITXylJAaOcYYtm7dSnl5OWeeeaYSUr0oIZUYhnqBmGiUkBo9yXwxMi4TUgCvnAV1T8Mpj8GMc5zRIUvEhJTf7+emW26lzesbkXZLMRGOiq5jm2su7a4iZ3j3DITCIdLS0nbfLt1s2ybg9fDbX9241xeDI0kJqbFh2zavvPIKU6dOZdGiRUn3+ZP5HMAYJ6TC4TC33347mZmZXHLJJfu070UiEVwu14B139XVxZ///GeWLFnCZz7zmfh6JaSG0f4mpDr9Yb7xj/fYWNfBrV86jHMO639y3F9KSI0sJaRGnhJSI0cJqd1TQioxDOUCMREpITV6kvliZNwmpLb8CT74Hkz/DHz8cWd0yBIxIeXxePjVTTdz4me+QMmkyc7wfnNFfMx/87/YufhivJMOd4b3KBgKkpGWDrtrl25+XxdP3f8vfnTVdwash7GihNTYUEJqbI1lQqq5uZnf//73XH/99fvcf95TQgrgzTff5LXXXuMnP/lJfN3+JKQG/i2yz9p8ITyBMGkpLqYXJMfFtoiIiIjIbhUfCRkl0LAKAs3O6LiQmZ1Ndm7u8C85OaSmppKZldU/NtiSk9N/3QBLVk4uLldyfAElIiOnJ5k0kkng7OxsAoGAc/U+U0JqGDV2Bnh2QwMNnQGMAbc/TMTWDWgiIiIiksSyDoCsGWAH4YOrYceDsZn3kpxt27z11lvU1dU6Q+NGU1MTDz30EMFg0BkSERlQJBLhnXfe4cknn+Tll1/Gtu0+8eF8yC4pElJdXV386U9/4vzzz+fb3/42VVVV0F0Rf/vb3zj//PO57rrraGtrc74VgMrKSq655houuOACHn300X4VOhx2tHbx7X9/wO+e34onEMEXinD9Yxt4cVPyn6xFJLmkpKQk1eMiIiKS4BpehK4dYGzYcR+s/jq8fTH4djpLJhXbtnn++efZvn27MzRu1NXV8de//nVY72iQxJeWlrbbR65E9sQYw+9+9ztWrFhBKBRi+/btI5I/6ZHwW2koFOKnP/0pGzdu5L/+67+48MIL4zvX3//+d+68806+853vUF9fz5VXXkkkEunzfr/fzw033MCUKVO49NJLufnmm9myZUufMnRXfM+yt2xj+Oeb21lT7SYcjTWWAercAX72aFl8nYjISLMsi7lz53L44YcnVUfEeQzel2Px7uzrsV1EZG+Ny+NNNATrfwph9651dhDqn4ft98Fe/L3DVTe9zxn7+zONMbGOe1KL1UM0Gu239FxI7m89SfJwuVwcf/zxTJs2bdTHMJLEs2jRIi699FJmz57N17/+ddxuN4FAAK/X228xxrBt2zZWrFjBDTfcwBlnnMH5558/ol90J/yg5ps3b+aGG27goosuoqWlhQULFnDssccSCoU49dRTue666/j0pz9NIBDgk5/8JHfddReLFi2Kv7++vp4rrriCu+66i9LSUn7/+99TWVnJHXfcES/T2NjI448/TmdnJ5FIhFtuuYXNmzcPeVBzty/MNSs3sbqq3RkC4N4Lj+DIWQXO1fvM6/WSmZk5ohvGcDHG4PF4yM3NTZqL42QbJHxIg5EmGL/fj8vlIiMjwxlKSMYY2tvbKSwsTIrt2CTRIOw9otEoPp+P3NxcLMsiGAyyePFiKisr93lQRoCXX36ZNWvWALBt2zbmzJnDFVdc0W9Q82QcPDMZj6903wYeCATIzc11hhKabdt4vV7y8vKS5lhLkg7Gboyhs7OTvLy8pNq2jTF0dXUlTR+tx2DbdkrTi2SuPte5GoDI9P8keMQdkDK047TX6+U///M/92tQ82AwyOOPP051dTW2bbNixQpWrlw54GDegw1qHgqFuPLKK3n62ef43T3LmbdosbPIfnOFu5j90vdpOOwyfFOPcob3KBgMkJGeMeig5m2tLdz2k2s4eNb0fsfWxsZGtm3bxsqVK5k8efgHbd8TDWo+diKRCD6fLz5ZTDJJ1n5Zj7Ec1Ly+vp477riDX//61/HfPW/ePH7yk5/wta99jauvvpozzzyTtrY2Nm7c6Hw7119/PW+++SY/+9nPOPXUU4lGo3i9Xm699db4YOVr167lkUce4Ze//GX8feN6UPP29nbeeOMNnn/+eYLBID/96U954YUXaG9vp7W1lcMPj81WkZmZyZQpU2htbe3z/paWFrKzs+MXNHPmzGHDhg19ymRnZ7NkyRKOOOIIDj/8cNLT00lLSyM1NXVIS1pa6h53loz0/u+ZKMve1GOiLMn2mdPS0uKPaGkZ2SVZto2WlhZqamqScrvoXcfDcRKfMWMGRxxxBEcccQQHH3wwLpdrt+24u/WJuiTb5x0PS0pKStLVezKeI5KtjnuWZP3cPcvuPn9K2u4n6XGlpJKWOvD7drfsr5SUFA4++OD4sb2kpMRZZMgsyyI1NZXs7GzS0vctQZYIUlwucvPzmTdvHosXL+6zHHTQQbj2MGOWjD+2bbNlyxba2tp0Z5yQmZnJ0UcfTUZGBosXL6atrY2LLrqI2267rd9SUFAQ/1Louuuu4+abb8btdvPKK684f+ywSfg7pN544w0uu+wy1q1bR1paGn//+9+5//77+fe//82yZcviU1oCfOlLX+J73/seJ510Uvz9H374Ibfccgt33XUX2dnZPProo/z+97/ntdde6/VbdgkGgyxatIiysrIh3yFlgD++sJU/vbitzx2/FnDw5Fye+/4puIbhwqqHx+MhMzNzn79ZGk0mCaclt22b1tZWSktLh+WCeKQl2x1dAD6fD5fLRWbm7ju5iSSZ7jgyxrB161bKy8s588wzSUlJjll3otEoXV1d8W/ygsEgs2fPpqKiYr/ukOpt1apVlJWVcfXVV/e7Q6qtrY2ioqKEb9/ekvH4yhDuWEhUyXinEd2fu62tjZKSkqT53Mn87bjH4yErK2tYEi+jZdA7rW0bnpwP3oq+610ZcNQfYd7lfdfvgdfr5ayzztqvO6R6i0ajXH755dx44437dIdUJBLhxz/+Me98sIbrb/8rk6bErhZdQ1UAAEXZSURBVCmG02jcIeXr6mLl//0v11xxWb96WLduHT/84Q9ZuXIlBQXD98TGUOgOqbFh23b8GnnRokVJ9/mT+RxAAt4htXTpUpYvX86SJUu44447yM7O5sMPP+TVV191vp3nnnuOxsZGLrjgAt544w0yMjK44IIL+MIXvsCXvvQlmIh3SOXl5TFr1qz465ycHPx+P0VFRRQXF1NWVgbdFy9NTU39KmDSpEn4fL74AXHHjh0sWbKkT5n9ZQFfO24W5x4+jay02MWfZcGSafn85nOHDGsySkRERERk1LhccNQfIH/hrnWpuTD3mzDri71LiohIEvjjH//I2rVr+y2TJ09m3rx5fOlLX+LHP/4xN9xwA2lpaZx22mnOHzFsEj4hdeCBB5KZmcn//M//sG7dOu6++24uvfRSMjIyOP/88/n5z3/Oe++9x7XXXsvUqVM5+OCDMcbwwx/+kPr6egoKCsjOzua+++7j7bffZsWKFVx22WXOX7PfJudl8tsvHMrDlx/Pf3/uEP76taO495Jj+djsfb+NWERERERkzE37D/jEq3DiA3Ds3XDGO3DkbZBR6iwpIiIJ5IUXXmD+/PkAfOMb3+DLX/6ys0gfqampXHPNNVx//fVcddVV/PWvf92vR6MHk/AJqcLCQm677TY2btzIz3/+c8477zwuvPBCAL797W9z3nnnceONN2JZFnfccQfp6el93p+dnc0NN9xAWVkZv/nNb/jOd77D0qVL+5QZLplpKSyZXsBXjz2QMw6ZSlFO+mB32IqIiIiIJDYrBTInw4H/CXMvgYLFkJIcj93vSUpKCldddRVHHHGkMzRuLFq0iHvuuWe3jy2KyPjiHJFp6tSp8Uekc3NzhzQsUVpaGlOnTmXatGn9ytu2PayPIiZ8Qgpg7ty5/O1vf+Oxxx7jm9/8Zny9ZVl897vf5cknn+T2229n0qRJ8fW/+93vOOCAAwCYP38+d911F0888QTnnXde0oypIiKyLzR4qYiIyOAsy6KkpISsrCy8nR2429uGfelwtxMOh/B6OvvF9ri0tdHR3t5//QBLp7udaDTi/PMAyMjIYMaMGeoXTDApKSnDmjSQ5JCVlYXL5aK+vt4ZGjatra0UFRU5V++zhB/UfLTty6Dmo02Dmo8sDWo+8jSo+ciybZvm5mYmT56cNNuEBjXfe8l4fGUIgwwnKg1qPnqSeUDbcTmo+TBKtEHNAQKBAL+99VYqt1c7Q8Mi1bI5KnMnW4OltNt7dz4Lh8OkDnHW2Yy0NG797X9TWFjoDI0ZDWo+dsLhMH6/P96vSibJfA5gjAc1N8Zwzz338Nprr/G9732P2bNn7/VniEQiA365HY1G2bp1K//85z+56KKLOOaYY/q8Z18HNVdCykEJqeGVjBdMSkiNPCWkRpYxhqamJiWkHJSQSgxDuUBMREpIjZ5kvhhRQmrPEjEhRXfixOfzOVePqb3dD9LT0wf9O0ebElJjJxKJ4PP5lJAaA2OZkKK7D/3oo4/y0UcfEQgEnOFBhUIhUlJSBnyqLDs7mxNOOIFTTjmlzzFcCalhpITU8ErGCyYlpEaeElIjq6mpiZqaGg4//PABTyaJSAmpvZeMx1f24gIx0SghNXqS+WJECak9S9SEVCIyxtDe3k5hYWHS7Qc9lJAaG7ZtU15eTlZWFjNmzEi6z5/M5wASICHVw+/3EwqF2Nt0j9frJSMjo98x2rIsMjIyBrx+25+EVPK1sIiI7FZPB7ahocEZEhEREZEJYOfOnXg8HudqmUCysrIoKCigsLBwr5bdvaegoGDAZNT+UkJKRERERERERERGlRJSIiIiIiIiIiIyqpSQEhERERERERGRUaWElIjIOGNZ1pgOoigiIiIiY0f9QEkWSkiJiIwjlmVx0EEHcdhhh6kzIiIiIjLBuFwujjvuOKZNm6a+oCQ8JaRERMaZlJQUUlNT1QkRERERmYDS0tJwuXSpL4lPW6mIyDjT1tZGfX09xhhnSERERETGMWMM1dXVeDwe9QUl4SkhJSIyjhhjaGlpoba2Vp0QERERkQnGGMP27dvp6OhwhkQSjhJSIiIiIiIiIiIyqpSQEhERERERERGRUaWElIiIiIiIiIiIjCrLaJCRPoLBIIsWLeL9998nJyfHGU4IHo+HrKwsUlNTnaGE5Ha7yc/PT5qZHnrG4CktLU2KWcps28btdlNUVJQUnxfA5/PhcrnIzMx0hhKSMYbW1laKi4sTfjs2xrBt2zYqKir41Kc+RUpKirNIQopGo3R1dZGfnw/dx+IFCxZQXl4+bMfiVatWsXbtWq666qo++4oxhra2NoqKihK+fZ2S7fgKEA6HCQQC5OXlOUMJzbZtOjs7KSgoSJpjLd2fu729neLi4qT53MYYOjo6km7bJgn7aPTatgsLC52hYef1evn85z/PqlWrSEtLc4b3WjQa5fLLL+enP/0p06ZNc4YJh8MEg0Fyc3OdoYRnjKG9vZ3CwsKk2w96+P1+ALKyspyhhJds1wO92bbNq6++ytSpU1m4cGHSfX5jDG63m4KCgqTc9pPx2qw3j8dDZmbmXh2jI5EIl156KX/+858pLi52hvdICSkHj8fD0qVLARJ2B7BtG8uykmYDt207Yetyd6LRaNJcyJOEn7fnsJMs2zBJVsfhcJhwOExWVlbS1LExBmNM/FhhjKGmpobGxkZKSkqcxffJE088wTe+8Q0KCgqcoaRq396S8fjqbOtkkoz1TZJu38la18nWR+sxWvVt2zYzZszg+eefJzs72xnea6FQiEsvvZSXXnppwCRgMh9vGMV2GSnJ2N/rLRmPnT38fj8pKSmkp6c7Q0kh2bf9ZP78+3Ie60ngbty4kVmzZjnDe6SElIPp/qY8Ue/csG2bG264ga997WssWrTIGU440WiUb37zm9x+++3xOx8Snc/n44gjjuDDDz8kIyPDGU44Xq+Xc845h+eee26vMtlj6Z577qGwsJBzzz3XGUpIoVCI448/ntdee23Y7tYZSYFAgNmzZ1NVVZU030rW1NTwu9/9jt/97nfxzp/P5xvWbyZDoRA+n6/ffhIKhTj99NN55plnkupb9Egkwje/+U3+9Kc/Jc3xFWDTpk3cd999/PKXv0yqzprH4+HSSy/l3nvvHfDCN1F1dXVx2mmn8frrryfNhUkkEuH888/nb3/7W1LdSWfbNtdffz0XXHABCxcudIYTVkdHB1dffTV33333qFx8h8PhYb3T0OPx7Pbiad26dTzxxBNcd911A8YTWTgc5txzz+XBBx9MqnNTbw8++CC2bXPeeec5QwkvGAyyZMkSPvzww2FJno62LVu2cM899/DrX/86qc61dJ8DvvzlL/PPf/4zqc4BPTweD+eddx6PPvpovz5norNtm1/96ld89rOf5bDDDnOG9ygYDO7bHZ1Gkko0GjXXXnut2bhxozOUkMLhsDnvvPNMR0eHM5SwvF6vmTFjhgkEAs5QQvJ4POa4444zwWDQGUpYd999t3n44YedqxNWIBAwCxcuNF6v1xlKSH6/3+Tm5pquri5nKGHt2LHDXH755SYSiThDIy4YDJqjjjrKeDweZyihJePx1RhjNmzYYH70ox+ZaDTqDCW0jo4O87nPfc6Ew2FnKKF5vV6zdOnSpDpHhMNh89nPfjbptu1oNGquueYas2nTJmcoobndbnPeeecl3bY9FB988MH/b+/O43rM/v/xP14LJaGFLNEiWbNE5a1SIoSYiCGibGMoCakxEzLedmNsb2aiMdlnGFKpLGUpkhKVVKSFFu2lfXm9nr8/PnX9er3KzCDb17nfbt1uva5zrus6r+t1rnPOda5znYvc3d0/u/KGiKimpobMzMzo1atX0kGfjVOnTtGJEyekF38WqqqqqGvXrp9VW6qxhIQEWr169Web9ydOnPjZ5v1Xr17R6NGjqaamRjrokycSiej777+n6Oho6aD35g27rxiGYRiGYRiGYRiGYRjm3Qg8PDw8pBcyn7YuXbpATU3ts3icjMfjoXv37lBTU/sgw8BbAp/PR9++fT+bSQD5fD60tLSgpaX1WaQXABQVFaGmpvbZPGbE5/Ohra2N3r17v/kw1I+Ax+Ohf//+GDBgwGeRXgBo1aoV1NXV0a1btw+ej3k8HrS0tNCrV6/P5njhMy1fAUBWVhZqamro3LnzB/+t3wWfz4eGhgbU1NQ+u3Rra2ujV69en026eTweevToAQ0Njc8qbwNA586dP5s2WgOBQAA1NTX06NHjs8kj/1ZDeaOiovLZfTcejwcNDQ1oaWl9VnVTYx06dICamtoHmTC/pfH5fPTp0wf9+vX7LI9/69atoaamhi5dunyWeV9dXR2ampqf5bEXCATo2bMnNDQ0Prtjj/p6TF1d/YNNYcTmkGIYhmEYhmEYhmEYhmE+qM+vy5FhGIZhGIZhGIZhGIb5rLEOKYZhGIZhGIZhGIZhGOaDYh1Sn7CoqChMmzYNY8aMgZ+fH8RisXQUXLp0CVZWVjAxMcHixYvx/PlzLiw2NhbW1tYwNzfHhQsX8L6fzqypqcH+/fthYmKChQsXIi8vTzoKysvLsXnzZowfPx4WFhb4/fffUVtbCwAIDQ2Fnp4e9+fp6Sm9eouqqqrCli1bYGpqCgcHB1RWVkpHQVlZGdavXw9zc3NMnDgR586dQ11dHVD/SvodO3bA2NgYjo6OKC4ull69xRUUFGDhwoUwNTXFvn37uGPXWGZmJtzd3WFiYoItW7ZAJBJxYfb29hLH+NatWxLrtrS0tDTY2tpi1KhROHr0KHfsGnv69ClWr14NY2NjHDlyRCKfFhcXY/HixTA1NcXPP//c7PdtSXV1dTh9+jRMTEwwa9YsJCYmSkcB6vO6i4sLTExMsHbtWpSXlwMAsrKyJI7vpk2bJI5/S7l79y4sLS1hYWGBoKAg6WAAwPXr1zFp0iRMmTIFd+/e5ZYXFxfDyckJxsbG2Lp1K5f29ykkJAQTJ06EpaUlbt++LR0M1JdlFhYWmDp1KqKjo7nljo6O3PG0sLB47W/SmFgsxubNm2FiYgInJyfk5uZKR8G1a9dgY2MDQ0NDREVFccsjIyNhamrK7dPa2poLKy4uxtKlS2FiYoJdu3ahqqqKC2spBw4cgJmZGebNm4cXL15IByMqKgp2dnYwMDDA9evXueXBwcEwNDSUyH/e3t4AAGdnZ27Z8OHDERgY2GiL7+7WrVuYNGkSJk2ahBs3bkgHIzIyEgsXLoSZmRns7Ozw5MkTLiwnJwdLly6FkZER9uzZw5XDNTU1+N///gcTExMsWLAAOTk5jbbYMh48eIBp06Zh7NixuHDhgnQwEhIS4OTkBDMzM9jY2CA2NhYAIBKJsHv3bkyaNAljx47F3r17UVFRAdS/Yn7kyJESZUBLS05Ohr29PUxNTeHl5dWkXHzx4gXWrl0LMzMzWFtb4+bNm1zYjh07uLTp6+vj5MmTQP05c/nyZVhYWGDKlCm4c+dOoy22jL1792LUqFGwt7dHZmamdDB+//13WFlZwczMDDt27MCrV68AAOfPn5fI13p6ely5Z21tzS0zMjJCRESE1Fbf3dGjRzFmzBjMnj0bKSkp0sG4fPkyrKysMHLkSCxZsgTJyclc2PXr12FhYdHk3CgrK8PKlSthamqKdevWobq6mgtrKX/99RfGjRuH6dOnN1tu3r59GzNmzMDIkSMxe/ZsxMTEAABKSkrg5uaGUaNGwdraGteuXePq5e3bt0v8DufOnZPa6qeBiHDz5k1YWlpi4sSJCAkJ+ds2cEhICExNTREZGSkd9FFUVlbC3d0dpqamcHZ2brZ9CgCurq4wMzPD2LFj8dtvv72XOultJCYmYtasWRg1ahROnz7dpB0kFosRHBwMGxsbmJiYYNWqVdz5/rHV1NTgwIED3LVMc+0HADhz5gymT58OAwMDrvz/mPbs2fO35eurV6/g4eEBIyMjrF27FgUFBdJRPpr4+HjY2Nhg9OjROHnyZJPr3ZKSEuzcuRMTJkyAs7PzJ3G8Gzt+/DjMzc0xa9YsifK/wYULFzBz5kyYmZlhzZo176U987ays7Ph6OgIQ0ND/PTTT02ObUlJCTZv3syVM7/++qtEeIuRfu0e82moqqqiUaNG0alTp+jOnTs0evRoevTokXQ0ioyMpMjISEpNTaX//ve/1L9/f6qpqaHS0lIaPHgweXt7U1hYGBkZGdHdu3elV29Rp0+fpvHjx1NMTAx5eHjQhAkTmrzCPSMjg9zc3OjBgwcUFRVFI0eOpPPnzxMRkZ+fHzk4OFBeXh7l5eW919esisVi2rNnD1lYWNDDhw9pxYoVNHny5CbpTUtLIw8PD4qLi6OIiAgyNTWl0NBQEovFdOTIEZo2bRo9evSIXFxcyN7ensRiscT6LammpoaMjY3Jw8ODoqOjycTEhI4dO9Zkn2lpaeTl5UVbt26lJUuWSHyn4cOH09GjR7lj/D5fA15TU0MmJia0Z88eio6OplGjRlFgYKB0NIqPj6cjR46Qq6srbdq0ifs+tbW1ZGxsTOvWreO+72+//dbk+7ak27dvk7m5OcXExNAvv/xC48ePb/IabLFYTAsWLKD58+fTw4cPadq0abRhwwYSiUSUkpJCVlZWlJ6eTnl5eVRaWiqxbktIS0ujMWPG0IULFygoKIh0dHTo2bNnEnFiY2Opc+fO5OvrS3/++Sd17tyZnj59SkRES5cupdWrV1N8fDx9/fXX5OnpKbFuS3v06BHp6enRpUuX6K+//iINDQ16/vy5RJyIiAjq2rUrXb58mby9vWnAgAFcHBsbG7pw4QLl5eVRQUFBk9+jOXv37iVra2uKiYmhlStXkouLS5NX7167do3++OMP0tDQoJCQEInl+vr63DlSWFhIVP8a3OnTp9N3331HsbGxZGlpSV5eXi2aH48dO0bGxsZ079492rhxI82YMYPKysok4oSHh9OxY8eob9++XNlJRFRdXU35+fmUl5dHDx48IE1NTa7OsLS0pN27d3PfqaqqqtEW301SUhKNGDGC/Pz86OLFi6StrU1paWkScU6ePElnzpyhJ0+e0P79+6lPnz6Ul5dHREQLFy6k9evXU0JCAk2dOpX++OMPIiL6448/aNy4cRQTE0ObNm1qtj55Fzk5OTR58mQ6efIkXb9+nfT19enJkycSca5cuUK///47JSUlkbe3NykpKVFWVhZVVFTQ0qVLKSIiguLi4mjChAn066+/EhFRaGgo2dnZcce6pcuA6upqsrOzo927d9P9+/dp3LhxFBoaKhEnOjqafv31V0pMTKSLFy9Sz549ud/E0dGR3NzcuPRVVFQQEdHz589p9OjRFBwcTOfPn6exY8e26Ou2jx49SqNGjaKoqChav349zZkzp0kd7+HhQbdu3aJnz56RjY0NHTx4kIiIKisrufSGhISQmpoa5eTkEBFRnz596NSpU5SXl0f5+flNzvN3deHCBerfvz/dvn2bdu3aRSYmJlRUVCQRJyIigu7du0fp6em0c+dOsre3p4qKCkpOTqYxY8bQ1atXydfXl4YOHUp5eXlUV1dH8+bNowULFtCDBw9owoQJ5O7u3qKvZr9+/Tp169aNQkJCyNPTkzQ0NLhj1uDBgwd0+/ZtSktLo2PHjtH48eMpJyeHMjIyaOfOnZSYmEiBgYFkaGhI+fn5RES0bNky2rp1K/d7VFZWSmzzU1FUVERmZmbk5+dHQUFBZG5uTllZWdLRiIiooKCAnJ2dSVlZmYKDg6WDPziRSEQbN26kCRMm0MOHD2nRokU0Z86cZvOHv78/JScnU2xsLI0bN45u3bolHeWDq66uJlNTU/rll1/o/v37ZGZm1iRdNTU1dPz4cbp06RIlJyfTqlWraNy4cRJxPpbG1zINv0NzdY+3tzcdPHiQunbt2qJl5dv47bffyMzMjKKiomjdunU0d+7cJuXrnj17aP78+ZSUlERLly6lrVu3SoR/LCUlJVxbNDw8nExMTCgmJkYiTn5+Pnl6epKXlxfNnDmzxevVd+Hv709aWloUGhpKe/bsIX19fSooKJCI4+rqSpcvX6bk5GRasWIFOTk5vdfrrzfh7OxMP/zwAyUlJdH06dPpzJkzEuGlpaV08+ZNevr0Kd2/f58MDQ3J19dXIk5LYB1Sn6irV6/SV199RZWVlVzldOTIEeloHJFIRIGBgaSlpUVlZWV09uxZMjMz4xpnO3bsoAMHDkiv1mJqamrI0dGRrl69SlRfeHTp0oUeP34sHVXC5s2buXT5+fmRqakpbdy4kf7444/3WsC/evWKZs6cSfHx8URE9PLlS2rVqlWTC3tpLi4u5OPjQzU1NbRo0SIKCwsjIqJnz55Rjx49mjT4WtKDBw9IQUGBSkpKiOobnIsXL37txaWfn1+zHVK2tra0Y8cOunHjRoteTEsLDw+n/v37cxXHyZMnyd3d/bX79PLykuiQiomJobZt21JxcTFR/YVeQ0P/fdm2bRt3EfTq1SsyNjam+/fvS8TJzs4mBQUFSklJISKirKwsmjx5MuXm5lJKSgoNHjyY3N3d6ffff38v+eHq1au0ZMkS7rOTkxN9//33EnF27txJy5cv5z7b2trSgQMHqLi4mHr16kWJiYlERBQWFkYLFixotqHbUry9vcnFxYX7PGvWLNq1a5dEHBcXF1q7di33efbs2VzHxLRp02jBggW0c+dOunv3brMNw8ZEIhGpqalxZVFWVhZZW1tTbm6udFQiItLW1m7SIdWnTx/avHkzHT58mOuQSk9Pp44dO1JmZiZR/bFbtGjRa8+/NyUSiWj48OH0559/EtV3fE6ePJni4uKkoxIRkZ6enkSHVGPHjx8na2tr7rOlpSVNmzaNtm/fTpcvX/7HY/gmzp49SytWrOA+29vb0+bNmyXiNFZdXU1qamr06NEjKioqosGDB3Pnkr+/Py1dupRqa2vJycmJ68AuKCig7t27c+V1S7h//z7NmzeP+/3WrVtHTk5O0tE4NTU1pKioSOHh4dJB5O3tTevWrSORSEShoaE0cuRI8vDwoGPHjjVpmL6roqIisrS0pOzsbCIi8vT0pEWLFklH49TW1pK+vj5duXKFqL5DauzYsbRt2zby8fHhGsXHjx8nFxcXqq2tpcrKSpo7d67EefEuRCIRDRkyhMuvIpGIpkyZwpVDzblw4QKtWbNGYplIJKKffvqJHB0duWV9+vQhOzs72rlzJ4WFhb22fnkbYrGYpk6dSl5eXtxnCwsLunnzpnRUTkhICNnZ2VFZWRn5+/vTypUrSSwWk0gkInt7e9q3bx+lpqZSv379uE7ZlJQUiU6fdyUWi8nFxYUrZ8ViMZmZmXFlS3OePHlClpaWXPnWoLS0lKZPn8511i5btoysrKxo69atdOnSpfdad7yLCxcu0OLFi6mmpoZqamrIwcGBfHx8pKNRbW0trVmzhs6cOUODBg36JDqk8vPzacKECdw5npmZSZ06daL09HTpqJzKykr65ptvKCgoSDrog7t16xb95z//4TpEDh06RNu2bZOOJuHOnTukqKjYoufv26itrSVHR0euvMzPz6euXbu+9lomPT2devbs+V6vV/6JSCSiQYMGceVrXV0dTZkyhZKSkiTijRkzhusYvH//Pn311VcS4R9LamoqzZgxg2vr79q1S6KN21hycjLNnj37k+mQEovFZGtrS7/88gv3edy4cVz+aU5KSgp9/fXX3LXcx1RXV0cjR47k8oqfnx/NmzdPOhqntLSUZs2aRcePH5cOemfskb1PVGxsLLp16wZZWVnw+XyoqqoiNTVVOhoA4NixY+jZsydWrlyJs2fPom3btkhKSkKvXr3QqlUrAIC2tnazj3+0FJFIhOLiYnTp0gUAoKysDGVl5WaHtzcoKSmBn58fdHR0AABaWlqws7PDiBEj8Ndff2HHjh3Sq7SYyspK1NTUcOnt3LkzFBQU/vYYFRUVISoqCpqamhCLxSgvL4eioiIAoHv37kD9I2rvS1paGrp374727dsDADQ0NFBSUvJGQ/1nzZqFmTNnolOnTrC1tW32MZWW8uTJE6iqqkJeXh4AoK6ujpycnL8dNt9Yeno6VFVV0aFDBwCApqYmSktL3+j7vqnMzEx07doVANCuXTuoqKjg8ePHEnGysrKA+uOP+rzO4/FQXl6ODh06cI8YhoeHw93dvdnHFN9FTk4Ol0YA6NOnT5M0ZmRkYPDgwdxnXV1dZGRkICMjA2KxGN26dQMAKCoqoqys7F//Jm+KiJCTkwMtLS1u2cCBA/H06VOJeCkpKdDV1eU+a2trc8Pkp0yZgmnTpqFz585wdnbGgwcPGq3Z1KtXr/Dy5Uvu95GRkYFAIPjX+aZbt25wdXWFnp4eIiMjMWbMGFRVVSE1NRUyMjLcse/UqRPKy8tb7PetqKhAVlYW+vbtC9S/8lhJSemNH2OoqqpCcHAwFi9ezC2ztLTE3Llz0b17dyxfvhwnTpyQWOdd5OTkQF1dnfs8YMAAJCUlScRp7OjRo1BVVUWvXr2QlpYGgUAAFRUVAEDHjh1RWFgIsViM4uJi7lgrKSlBWVkZz549k9ra28vNzYWysjKEQiFQX/80PJLXHF9fXygqKmLQoEESy2tqauDt7Q1dXV2urp4/fz5MTExw8+ZNuLm5ScR/V7m5uZCVleXK1e7duzc5nxq7c+cOampqMGLECACAsbExFi9ejF69esHDwwP79+8HESEpKQndunWDUCiErKwsunbtikePHklv7q2Ul5cjKysLvXv3BurzdocOHVBaWiodlfPXX3/BwMBAYllpaSnCwsIk8ra9vT1mzJgBRUVFzJs377WPML+NqqoqZGdnc785j8eDmppak0ddiAiHDx+Guro6li9fjiVLlkBOTg7Pnz9H9+7dwePxwOfzoaWlhUePHiE3Nxft2rVDx44dgfq6jYhQVFQksd23VVtbi+zsbAwdOhSoT/egQYOafYzn6tWr0NDQgKmpKZYuXcq1iRqkpaWhoqKCWz569GjY2dmhV69e2LhxI/bt2ycR/1MRFxeHbt26oVWrVmjVqhW6devWbLnk7e2NsrIyWFtbfzKvli8tLQURcce8W7duaNu2LbKzs6WjIiMjA1OmTIGmpiZat24NQ0ND6SgfXGJiIlRVVSEnJwcAUFNT49pNzamrq4OPjw/mzp0LHo8nHfxBiUQilJSUNLmWacm6p6W9rnwtKyuTiJeZmcnVtYqKiigpKZEI/1hyc3MhLy8PGRkZoL5t3VJ1z/tWXV2N7OxsDBkyBKg/9j179nztY54A8PPPP0NHR4erwz+mgoICiEQiKCkpAfXt2pcvX0pHQ1VVFQYOHIi+fftCSUkJX3/9tXSUd/ZplL5fILFYjNWrV8PIyKjJ35EjR8Dn8yWeoSUiCAQCiW00sLa2xvXr1+Ho6Ihvv/0WRUVFEAgEEs9si8Xid65sIyMjMX78+CbpNTIywosXLyQqEiKCSCR6bZrT09Nhb28PGxsbjBw5EgDQr18/zJ8/H2PHjoW7uzsuXbrU5DniN3H9+nUYGxs3SauRkRGys7MlLsIb0tvcMSIiPHnyBNbW1rC3t8fAgQMlwlB/fAFwFzdv66effmqSViMjIyxfvhzV1dUSF78N+36TCtzZ2RmWlpawt7fHnj17cPbs2Xe6oP7xxx+bpNXIyAgeHh4QiUTvlAel8/DbfF9pycnJ+Prrr5uk18jICDExMeDz+RL5ork8LBAIQETcb944XUpKSnBwcIC5uTnWrVuHtLS0f90R8m9JH5fm0sjn8yV+17q6OvD5/GbT/i7H89/g8/n/mF6BQCCR3sbnop2dHSZNmoS5c+di7ty5uHz5cqM1m2pYT7rs+Lffs1+/fliwYAHGjRuHffv2IS8vD7du3eKOXeP88W+3+W/w+XzweLwmef5N95Gfn4/8/HyJjpMlS5bAysoKs2fPxtGjR+Hv799knoC3JV1XiUSiZstBIoKvry/8/f1x5swZyMjIQCgUvjY/8ng87ljTP9Qnb6PhPGpchjeXbgAICwvDyZMnERgYyF1kob4zbsmSJTA0NISlpSVQ37kwf/58mJmZYd26dYiKinrjTsW/IxQKIRaLJdL9uuPy+PFjHDx4EPv37+cavzNnzsSMGTNgbW0NX19fXLt2DYWFhRAIBBK/499t9029Sd4uLCzEihUroKKiggkTJkiEPX/+HLz6TqEG3333HSZNmoSFCxdiw4YN8PPzk9jPu+DxeE3SLRaLm6Sbx+PBxsYGN27cgKOjI3777TdUVFQ0W1YLhcIm50xDuSK93bfFq+8Aa7zvurq6Zn/PkSNH4saNG9i7dy+8vLy4ixEiQnx8PL777js4Ojpy+cfa2hpWVlaYPn06tm/fjn379n2UeYtKS0uxbNmyJvW4kZER/vrrLwiFwia/m/T3T01NxcmTJzFx4kTcuHEDpaWliImJafaCrKUFBAQ0SXfDn/T8qw1lZHPtp65du+LIkSMIDAxEYWEhQkNDpaO8F+vWrWuSbiMjI+zcuRNisbjJud5c2lF/Tpw4cQI5OTnv9SZ0Y/90LdPY+6h7Wtq/LV8bl/Gvy08fg3Tb6lM/3o29ro5o7tiWlZVh69atyMrKgoODQ7NxPjTpY0+v6WuQkZHBlStXcPHiRWRmZuLs2bPSUd7Zxz8aXyg+n49NmzYhICCgyd/cuXOhr6+PFy9eoKKiAmKxGKmpqVzvt7S2bdtCU1MT33zzDVJTU/Hs2TPo6OggMTERNTU1QH3DtGHEwNvS1dXF2bNnm6Q3ICAA6urqUFZW5kYIvXz5EkVFRc2mOS8vD+vXr4eVlRUcHR2bPSkFAkGTiVrflLGxcZN0Nvz17NkTcnJyXHpfvHiB0tJSaGpqSm8GKSkpWL9+PZYvX87dwREIBGjXrh3XcEhPTwfqL0behYODQ5O0BgQEYNu2bRg4cCAyMzO5u7MJCQlQVlbm7iq8KTk5OdTW1r5T433NmjVN0hoQEAA3NzcMGTIEmZmZ3GTvT58+haqqapNK8nV69uyJzMxM5OfnA/V5WElJCbKystJR/zVNTU389ttvTdIbEBAAHR0daGhocC8GKCoqQm5uLnfno0H37t0hEAi4iZkb7lq2a9dOIl5D5d9Q0LeUzp07S9xtjIuLa5JGDQ0NiclZIyIioKGhATU1NQiFQq7RlZ+fj3bt2v3r3+RN8Xg8dO3alTtWRISoqCj069dPIp62trbEZMSPHz+WGAXWoFWrVv/YwdeuXTtoaGhwE0tWVlairq7urc4TPp/P7bNXr16oqanh8kdmZibatWvHjUJ9V23atIGmpibi4uKA+mOVl5cHBQUF6ah/y8fHB9ra2tzoC2lt2rRBXV3dO533jXXt2pUbCUtEePDgAQYMGCAdDX5+fjh9+jS2bt3KdSg0jAxpOIdycnLQqVMnCAQCdOzYkStXc3JyUFhYyI0eawkqKirc3UHUl6d6enrS0XD9+nXs2LEDq1atgra2Nre8vLwcHh4eGDJkCNatW9dsPhAKheDxeK+dkPhtKCsro7a2lhtdlJaW1uR8AoB79+5h+fLlsLW1fe2oCRkZGYjqbxzo6OjgxYsXqK2tRUVFBTIyMiRGLb4LOTk5aGpqIj4+HqhvsBcVFXGjfRuUlJTgxx9/hJKSEjw8PNC2bVuJ8OPHj0NfX7/Jeg1kZWVRW1sr0dnzLmRkZKCurs699ICI8OzZM26UQWPy8vLQ1NSElZUVCgoKUFFRAQ0NDaSnp3MXtUlJSdDV1UWXLl1QVlbGjVhKSEiAUCiEsrKy9GbfilAoRPfu3REeHg7Up/v+/fsSHXkNZGVloaGhgenTp0MoFHKdMffu3cOqVavg4OCAcePGNVtHyMrKQiwWv3Nb7W3Iy8tj586dTerxgIAATJ48GUOHDkVGRgaqq6tRXV2NFy9eSNxMRH1ZOGPGDDx69AhRUVGoqKhAcnJyi41U+ztjx45tku6GPy0tLQgEAq59mpqaiqqqKm4kfmOC+hGmQ4YMwahRoyReYPI+rV27tkm6AwIC4OjoyB37ho745ORkiVG0DWpra/Hzzz/j6tWr2Lhx41vV0W/j765l1NTUmtQ9RUVF6NOnj/RmPhmvK1+l26RqampcXVtYWPjGbYv3pVOnTigrK+M6tp89e8aN7vzUtW7dGmpqalz7lYiQmJjYpP1KRDhw4ADy8vJw+PBhbkTSx6aoqAgZGRnuWvbly5fcExSNNbTlhw0bBnNzc5w5c0Y6yruTfoaP+XSYmZnRL7/8QlevXiUjIyN6+vQp1dbW0o8//kgBAQFUWVlJZ86coXv37tHjx49pxYoV1KtXLyotLSWRSES6urq0d+9eunz5Munq6tLDhw+ld9GifHx8yMDAgMLDw2nFihU0ffp0IiIqLCykPn360LNnz6i8vJwMDAxo/fr1lJGRQVlZWdyz12fPnqXr169TYmIi2dnZ0cKFC6X20LIOHz5Mw4YNo/DwcLK1tSVbW1siIsrLyyNDQ0N68eIFlZaWkr6+Pu3bt48yMzMpKyuLey7+1KlT3CStixYtkpiz532xsLAgJycnCgsLIx0dHTp37hwREQUFBdG2bdtIJBJRZWUlPX78mJvYOSoqioqLiyk9PZ0OHDhAcXFxdPnyZVJRUeGee35fxo4dSx4eHhQWFkZDhw6lGzduENXPuXL48GEiIiorK6O4uDjasGEDLVu2jO7fv8/lCQsLC1q2bBndvn2bBgwY0GSyvZYWHR1NhoaGdPfuXdq+fTtZWloS1c8nNX78eG6S6NWrV9OUKVMoPDycRowYwc2PcOHCBQoICKCkpCRydXWlr776qsUn2c3KyiJTU1Py9vamP//8k3r37k15eXnk4+PDzdX07Nkzat++PR0/fpw8PT1JQUGBmxvEzc2NFi5cSPfv3ydzc3M6efKk1B5aVnJyMg0cOJBOnz5NXl5e1L17dyooKCAvLy9yc3MjIqKEhARq3749nTt3jvbs2UN9+vSh3NxcKisrox07dlB8fDxdu3aNBg0aRNevX5feRRMnTpygMWPG0N27d2nOnDn0ww8/UF1dHS1cuJB7uUNeXh5FR0eTmpoaeXp6cvPZBAQEUGBgICUmJtKaNWtIRUWFe9Z/wYIF9M0331BERASNGDGCTp06JbHfd+Xn50c6Ojp048YN+vbbb2n27NlUVVVFdnZ25O/vT1SfF6Ojo6l///60a9cuibktRCIR9enTR+LlAXl5ebRt2zaKiYmhGzdukJaWFu3cuZMLf1dpaWmkp6dHJ0+epGPHjpGGhgbl5+fTiRMnyNXVlYiILl68SHJycnTr1i3Kysqily9fcnMXOTk5kZOTEz18+JBGjRrFfU8/Pz+uPlm1apXEnFgtoaCggCwtLenQoUPccc/JyaHg4GBatWoVUf28dZ07d6bLly9TVlYWZWVlUWVlJdXW1tLEiRNp2bJl9Pz5c8rKyqLi4mISi8UUGBhIQUFB3OSlkyZNkt71O2mYv3DDhg0UFhZGI0aMoJiYGIqPjycnJycSiUQUHx9P/fv3Jx8fHy7d5eXlVFVVRevXr6f79+9TeHg4DR06lFxdXUkkElFubi6NHDmSLl68SN7e3mRubt6iE1b7+PiQrq4u3bp1ixYvXkzz58+n6upqsre35+a9Wb58OS1atIg7pg3zt1F9PdGjRw+KjIzklj179oz27t1Ljx49okuXLlG3bt3oxIkTXHhLCA4OJlVVVbpy5Qq5urqSmZkZVVRU0KJFi7h5NLZv3053796lhIQEcnNzI2trayorK6P09HQyMTGh8+fP0/Hjx2nQoEHcnGXLli2jyZMn0507d2jYsGH/OMfOm4qMjCR5eXny9fWlLVu2kIaGBr169YrWrVtHP//8MxER7du3j0JDQykxMZF27txJxsbGlJmZSS9fviQDAwPy9fXl8k9VVRUVFhaSt7c3PXz4kO7cuUPDhw+n1atXS+/6k1BRUUGmpqZ0+vRpOnfuHI0aNYry8/OpqqqKnJ2d6c6dO9Kr0JAhQz6JOaSofh4dXV1dunPnDllZWdGyZcuI6l/GMH78eMrOzqbU1FTy9PSkpKQkunnzJhkYGFBAQID0pj4Kc3Nz2r59O4WFhZGBgQHdu3ePxGIxHTx4kE6ePEkikYj27dtHgwYNopSUFC6ffQpzkl28eJGre5ydnSWuZfr27UvJyclE9S9pCggIIFVVVQoLC6PU1NSPNgeWj48PDR06lCtfFyxY0KR89fLyomnTplFsbCzZ2NjQ3r17pTfzUZSVlZGNjQ3t3LmTrl27RsOGDaO0tDS6d+8eOTs7E9XPdZSQkEC+vr5kYWFBYWFhlJGRIb2pj+LmzZukrKxMgYGB9MMPP9Dw4cOpvLycHBwcuPkHt27dSubm5pSQkEBZWVmUn5//SeR1IqK1a9eSo6MjxcbG0tixY8nf35/y8vJo2bJllJeXRxkZGXTixAl6+vQpBQcHcy9Ma2kCDw8PD+lOKubTYGBggJCQEMTGxsLZ2ZmbEyYjIwM9evSAqqoq0tPTceHCBdy5cweamprYs2cPlJSUwOPxMHr0aNy6dQtxcXFYuXIlhg8f3uxdrpaipaUFRUVFnD9/Hl27dsWmTZu4u/FxcXGwsLBAeXk54uLiUFJSgpCQEAQHB6N169bo27cvMjMz4evri9DQUOjp6WH16tXvNBrmn+jo6EBWVhaXLl1C3759sWXLFgiFQtTW1iIxMRGjR49GUVERHj9+jOzsbAQHByM4OBgdO3aEpqYmtLW1ISMjg/Pnz6N3795wc3N773d4Jk+ejEePHiEsLAx2dnaYOnUq+Hw+ioqKIBKJMHDgQOTm5sLT0xNPnz5F69atce/ePfTu3RudO3fGvXv3EBQUhPT0dDg7O2PmzJnNjlBrKWPGjEFkZCTCw8OxZMkSjBkzBnw+H7m5uZCTk0Pv3r3x/PlzHDx4EDk5OaitrUVERAR0dHSgoqICKysrPH78GKGhoZg7dy6mT5/+XtOroqKCHj164NSpUxAKhXB3d4eCggLEYjESExNhaGgIBQUFmJmZoaCgAFeuXMG4cePw7bffolWrViguLoa/vz9u3ryJHj16wM3NrcXvQrVr1w56enoIDAxEeno63N3d0adPHxQWFqK2thZ6enpQVFTEuHHjcPnyZRQUFGDfvn3cPE7Dhw/H8+fPERQUBEtLS0yfPr3Z0R0tRUlJCfr6+ggICEB+fj62b98OTU1NvHz5EkKhEMOGDUPHjh1hYmKCgIAAVFRUYMeOHVBTUwOPx8ONGzdw9epVpKenw9HRESYmJv+YB3R0dCAWi7k56pYtW4a2bdviyZMnGDhwIDp16oS7d+/C09MTmpqaePHiBV68eAEzMzMUFhZyv2G3bt3g6enJjVwYPXo0kpOTERISgunTp3OjClpK79690bFjR/j7+6NLly744Ycf0KFDByQlJaFfv37cfEE///wzVFVVkZubi5SUFJibmwP1o2Vyc3Mxf/58ibIoOjoaV65cwdOnT7FgwQLY2dk1Oyz7bSgoKEBfXx+BgYHIzs7Gf//7X2hpaXF33IYNG4bIyEi0adMGDx48QHBwMG7fvo3evXujU6dOGD58OJ4+fYqgoCDMmDEDEydOhFAohKamJpSVlfHXX39BRUWFq09aSps2bTBs2DBcv34diYmJWL16NQYMGIDi4mJUVFRAX18fCQkJqKmpQWxsLFf+q6uro0OHDrh16xZqa2tx/fp1BAcHc3MsFBQUwNfXFyEhIdDW1oa7u3uLzhUhEAigq6uLmJgY3L59G/Pnz4ehoSGqqqqQn58PAwMDZGRkICcnB/Hx8U3qrYSEBFy+fBmPHj3C1KlT4eDggNatW0NOTg79+/eHr68v8vPz4erqClVVVendv7W+ffuiQ4cO8Pf3h6qqKr777ju0b98eSUlJ6N+/P1RVVREUFISKigrumBYWFnLzSMXHx0MgEMDGxobLu2KxGOHh4bh69SoyMjKwatUqTJky5R/LhzfRUNf7+/tDXl4eW7ZsgZKSEp48eYJevXpxI3kDAgJw584dqKmpYc2aNVBWVkaHDh0waNAgXLx4ES9fvsT69evRo0cPoL4sKSgoQHBwMCZOnAgHB4cWOydRP+/Qf/7zH1y6dAlEhP3796Nz585IS0uDiooK+vfvj/z8fAQEBCA0NBRycnJYt24d1NXVkZubi8ePHyMhIYHLP7169UKXLl3w+PFj+Pj4ID4+HtOnT8eKFSta9Hi3FKFQiMGDB3P1pIuLC7S0tEBESEtLQ58+fZqMdMvKysKIESPQqVMnieUfw7BhwyAQCHD58mUMGzYM7u7uEAqFqKmpQXJyMkxNTSEnJ4eQkBAEBgYiJSUFCxcuxJgxY1o0H70tU1NT3LlzB3fv3sWyZctgbGwMHo+H7OxsKCoqokePHnj06BHq6upw8+ZNLp+Zm5u/93b0P+nZsyeUlJRw/vx5dOnSpcm1zPjx49GuXTsEBATg4sWL6NmzJ6Kjo1FZWcnNJfihNS5fu3fv3mz52rt3b1RWVuL8+fMwMDDAvHnz3us11r/VunVr6Orq4u7du7h//z6WLl2KYcOGobS0FCUlJTAwMEB1dTUOHjyIu3fvQl5eHtHR0RAKhU1GPX4M6urq0NHRwaVLlyArK4vt27ejY8eO3MhAbW1tXLhwAUKhEGFhYQgODkZqaiqGDh360fM6AAwePBipqam4dOkSrKysMGnSJBARXrx4wZVDYWFhuHjxItLT07FgwYL3MocUj1r6eRKGYRiGYRiGYRiGYRiG+RsfvhuXYRiGYRiGYRiGYRiG+aKxDimGYRiGYRiGYRiGYRjmg2IdUgzDMAzDMAzDMAzDMMwHxTqkGIZhGIZhGIZhGIZhmA+KdUgxDMMwDMMwDMMwDMMwHxTrkGKYT4hIJMKGDRvg5+cnHfTGampq4OHhgeTkZOmgdzJ16lQkJiZKL2YYhmE+gn379uHAgQPSi98aEWHTpk0IDw+XDmIYhmE+gLVr1+LPP/+UXvzW6urqsHbtWjx58kQ6iGE+OtYhxTAfwYoVK6CtrQ0LCwtMnjwZS5YsQWZmJgQCAb777jtYWFhIr/LGEhMTUVhYiO7du0sHvZPFixfjzz//RF1dnXQQwzDMF8XDwwPq6uqYMGECJk+eDDc3NxQWFgIAjh07BllZWfj6+nLxg4KCICcnBz8/P9TV1eHcuXOYNm0aJk+ejKlTp8LFxQV1dXWIiIiAgoICxo8fDwsLC1hYWODq1auN9vx/Xrx4gd9//x22trbSQW+Nx+NhypQpcHZ2RmVlpXQwwzDMF2Xy5MkwMDDgymInJyfpKCAiic9isVji8+tIrwcAjx8/RmhoKKysrKSD3ppQKISFhQVWrlzJ2u/MJ4d1SDHMRzJz5kz4+Pjg+PHjAICHDx9CLBbj3LlziI6OBgCEhobC0dERdnZ28PLy4tZNTU2Fi4sLbG1t4ebmhuLiYi6swcGDB6GnpwdZWVkUFhZi9+7dOH36NOzt7bFp0yauQkpISMCKFStga2uLH374ATU1NQgKCsKRI0e4bW3fvh0hISEAgGHDhiE1NRUlJSVcOMMwzJdq0qRJOH/+PA4fPoyIiAg8ePCACxs5ciR2794NkUgEADh37hw0NDQAADk5OfDy8sKPP/6IU6dO4fDhw7C3t4dAIAAA9O7dG2fPnoWPjw98fHwwevRobrsNgoODYW5uDgUFBaC+g+zIkSNYsWIFlixZwqWltLQUu3fvxuzZs+Hk5ITExESIRCJs2bIFBQUFAIBr167B29sbAKCjowM+n4/Q0NBGe2MYhvnytG/fHps2beLK4l27dgEALl68iNOnT2PDhg3YunUr/vjjD2zfvh1btmzBrFmzUFVVBW9vb8yZMwcuLi54/vw5AOD+/ftwdXXFsWPHMGfOHKm9AVeuXIG1tTVat24NAHBwcMCxY8ewdOlSODo6ck8pFBcXY/PmzbCxsYGLiwuePXsGsVgMDw8PvHr1CgDg5+cHHx8fAMDw4cPx9OlTxMbGNtobw3x8rEOKYT4SIoJYLEZ1dTVycnKgpKQEIsKjR4+QmZkJIkJ5eTnmzZuHlStX4uTJk/jjjz8gFovx7bffQklJCR4eHtDX10dNTY305nHx4kUMHDgQAFBVVYVTp07hwoULWLFiBeLi4vD999+jsrISDg4OGDBgADw8PNC/f3+IRCI8e/YMDx8+5LYVHh6OtLQ0AEDbtm1RV1fHVXYMwzBfsoayPDs7G8+fP0dtbS0XNnLkSIjFYjx8+BAZGRmIiYnB8OHDAQB8Ph/V1dXIzs6GUChEhw4dMGDAAPB4PG67IpEIYrG42bvtIpEIsbGxMDEx4ZbdunULhw4dgpWVFfT19bF+/XoUFBTAz88PsbGx+O9//4tp06ZBIBCAiHD79m1uFFRqairi4uIAAAKBAOPHj8etW7e4bTMMw3ypGsphsVjMjWpKSkrCihUrMGTIENja2iIlJQUHDx6Euro6N/3Gb7/9BhcXFygqKmLOnDkQi8V4+fIlDh8+jISEBKxdu1ZiP1VVVYiLi8OoUaO4ZUFBQfD09IStrS00NDSwfv16vHr1CkePHsXLly+xdetWWFpagsfjgYgQGhrKXRc8ffoUSUlJAABZWVmMHDmSlevMJ4d1SDHMRxIQEAAHBwc4ODhAIBCgQ4cOEuE8Hg+DBw9GRkYGoqOjoaamhpMnT0IsFkNRURFVVVXIycnB2LFjoaKiIrHuq1evUFZWxt01B4B27dph9+7d0NXVhZubG/bv34/y8nIoKCigvLwceXl5mDJlCtq0aSOxLWkCgQA8Hg9VVVXSQQzDMF+cmzdvYunSpZg3bx709PRgYGAgEe7g4IArV65gz549mDt3LlfGdunSBRs2bMDx48dhZ2eHb775BqdPn+Y6tNLT0+Hs7AwHBwesWrWqydx9tbW1KC4uRteuXSWWT5s2DWZmZpg9ezbat2+PnJwcCIVCAEBycjJ69eqFXr16SazTHFVVVeTk5EgvZhiG+aKUlZVh3759XJv92LFjXJiNjQ2mTp0KNTU18Pl86OvrY+bMmejXrx9CQ0Oxdu1a6OrqYsWKFcjLy0NkZCQAQEZGBhs2bOBuHDeora1FaWkplJWVJZbb2trCyMgI3377LXg8HnJyciArK4uamhqkpKSgb9++0NTUlFinOaxcZz5FrEOKYT6SSZMm4dChQ/j9999hbGwMT09PifBXr15h48aNiIqKgpycHBQUFJCXlwehUIiffvoJ6urqOHr0KL766iukpqZKrCsjIwMejydxp75Dhw6QlZUFAHTq1AnV1dUAgJ9//hlycnL49ddfYW1tjby8PO4OfYOGx01Qf9eeiLgLHIZhmC/ZqFGj8Ouvv8LHxwdCoRAVFRUS4WZmZoiKioK/v7/E4xk8Hg+mpqY4cuQI9uzZg2+++QYbN27kHrNTV1fH/v37cejQIezZswf9+vVrtNX/G2HVqlUrrixv0KlTJ6D+5kHDBcvEiRNhZWWFK1euYMGCBQgODgbq09Cg8Z1/1N+pl5GR4T4zDMN8ieTl5eHs7IxDhw7h0KFDsLe358IaHsFuoKKiAqFQCCJCVVUVFBUVgfptyMvLc3MMdu3alWuTN8bn8yEQCJrM89Rw47mhXK+trYWNjQ3GjBmDixcvYt68eRIvomgoy6VH17JynfkUsQ4phvlIGi4mWrduDVlZ2SbzQJWUlCAvLw/Ozs6YMmUKZGRkuOHCbdu2xZw5c/C///0P7dq1Q0BAgMS6MjIyGDhwINLT07ll2dnZSE1NRXV1NaKjo6GqqgoFBQUoKCjA3t4ehw4dQnV1NUJCQqCoqIj09HRUVlaisLAQMTEx3Haqq6vB4/EgJyfHLWMYhvlSCYVCtGnTBlpaWhgyZAiCgoIkwhUUFKCtrY2pU6dKjFqtq6tDQUEB6urq0LFjR/Tt2xfy8vIoLy8H6juLhEIhWrVqhVatWjXa4v9p3bo11NXVm8wHEhcXh4qKChQWFqKkpATy8vIAgLFjx2Lr1q2YP38+N0G6UChEcXExKioq8OzZM4mbGPfu3cOAAQO4zwzDMF8iHo8HgUDAlcV8/v9/+dz4/8af+Xw+VFRUEBcXh+rqaiQnJ6O4uBi9e/cG6juWmiMrKws1NTXu8ekGDx8+RGVlJfLz81FWVoa2bduCz+fD0tISu3btwpQpU7hH8YRCIUpKSlBaWork5GSuU4qIEBkZCR0dHYltM8zHxjqkGOYjuXr1KtasWQNXV1dcu3YNc+fOlQhXVFSElpYWXF1dsW7dOqSkpAAAKisrsW/fPri5uWHNmjXg8/kYM2aMxLoAsHDhQty7d4+riDp06IDDhw9jzZo1OHLkCLy8vFBaWop9+/bB1dUVrq6u6NixIwwNDWFkZITq6mqsXLkS27dvlxg6nJubC3l5eYkLK4ZhGAYYP348Ll26JDGvX+vWrbFp0yZs2rRJIm5hYSH27t0LV1dXuLm5YeXKlTAyMoKuri5Q/wa9tWvXYs2aNVizZg1u3rwpsT4AGBoaIiAgQGJkU3p6Or7//nusWrUKgwcPhqqqKoKCguDm5obvvvsOQUFBMDMzg0AgwPDhw7F161Zs3LgRiYmJ3EVSUVER7ty5g/HjxzfaG8MwzJenrKwMv/76K1cWb968WTpKEzweD19//TWuXbuGVatWwd3dHUuWLIGWlpZ0VAkCgQAjRozApUuXJJYnJSVh7dq1WLVqFYyMjNClSxecPXsWbm5ucHNzQ0REBIyMjMDn8zFs2DD8+OOP2Lx5M1JTU7lOsoyMDLx48QKmpqYS22aYj41Hzb1vkmGY96qwsBClpaVA/V2UhkfyBAIBioqKICMjAzk5OZSXl6OoqAh8Ph9t2rRBdXU1OnfujOLiYpSXl4OIIC8vzw0Jbqy4uBg//PADNmzYgLq6OqxcuRLbtm2DUChE69atoaKiAiLi7o6jfp6phrmsioqKUFZWBjk5OYjFYrRp0wby8vLYsGEDBgwYgK+//lpqjwzDMF+W4uJiiMViKCkpAY1GPamoqKCiogJ1dXVN5gcsLCxEmzZtICMjg9LSUpSVlUEsFkMoFEJRURGysrKorq7Gy5cvJdZTVFRE+/btJZbV1tZi8uTJWL9+PQwNDTF69GjMnj0bEydOhFgshrKyMtq0aYOKigoUFxejrq4Obdq0gaKiIoRCITcKlsfjQVZWFjweD4qKijh16hRiYmKwbdu2Jo9wMwzDfElyc3O5lz+gfgSSqqoqXr16BR6Ph3bt2gH1U23U1dVx9UFDG7u0tBStWrVCx44d0apVK1RWVjY7/1+D8vJymJubw9vbG71794aWlhZ27drFzU/YsWNHyMjIoKysDCUlJRCJRJCTk4OioiIEAgE3QrahvS8UCtG+fXv873//g0gkgpOTk/QuGeajYh1SDPP/KLFYjJiYGGhoaKCyshIrV67EwYMHm0yU+KZ8fX0xduzYf5z8nGEYhnn/0tLSkJ+fDz09PYwePRrz589vMuL2TRARIiIiMHDgQLRt21Y6mGEYhnnP4uPjQUTQ0dGBlpYWDhw4gAkTJkhH+9dEIhEiIiKgp6eH1q1bSwczzEfFOqQY5gtQUVGBiIgIGBoasskMGYZh/h8VGBgIbW3tf/UWPYZhGObTd/bsWYwYMQLdu3eXDmKY/yewDimGYRiGYRiGYRiGYRjmg2KTmjMMwzAMwzAMwzAMwzAfFOuQYhiGYRiGYRiGYRiGYT4o1iHFMAzDMAzDMAzDMAzDfFCsQ4phGIZhGIZhGIZhGIb5oFiHFMMwDMMwDMMwDMMwDPNBsQ4phmEYhmEYhmEYhmEY5oNiHVIMwzAMwzAMwzAMwzDMB8U6pBiGYRiGYRiGYRiGYZgPinVIMQzDMAzDMAzDMAzDMB8U65BiGIZhGIZhGIZhGIZhPqj/D0sFm/pP4qcFAAAAAElFTkSuQmCC" + }, + "image.png": { + "image/png": "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" + } + }, + "cell_type": "markdown", + "id": "373ffb85", + "metadata": {}, + "source": [ + "#### Usefull plots\n", + "\n", + "**Timeseries of all depth**\n", + "\n", + "As below but raw data not only mod-obs pairs. As timeseries plots today but all depth\n", + "![image.png](attachment:image.png)\n", + "\n", + "\n", + "**Profiles of all times**\n", + "\n", + "So, this is a selected time, could include several profiles \n", + "![image-2.png](attachment:image-2.png)\n", + "\n", + "**Havmöller plots**\n", + "\n", + "![image-3.png](attachment:image-3.png)\n", + "\n", + "**Vertical statistics**\n", + "![image-4.png](attachment:image-4.png)" + ] + }, + { + "cell_type": "markdown", + "id": "8214a066", + "metadata": {}, + "source": [] + }, + { + "cell_type": "markdown", + "id": "c6eabb43", + "metadata": {}, + "source": [ + "#### Implementation ideas" + ] + }, + { + "cell_type": "markdown", + "id": "dc4649a0", + "metadata": {}, + "source": [ + "**Proposal**\n", + "\n", + "1. VerticalObservation class \n", + " - Stores z coordinate as dimension, x,y as attributes and time\n", + " - Distinguishable from track (x,y coordinates) or point (single x,y,z coordinate)\n", + " - Format for dataframe and dfs\n", + " - Create vertical grid out of all available z\n", + "2. Support sigma-levels\n", + " - Need to consider time when matching mod-obs in depth\n", + " - Need layer boundaries in mikeio calc_zf()\n", + "\n", + "3. Matching for verticalObservation needs implementation\n", + " - interpolate mod to obs \n", + " - or bin obs in model cells\n", + "4. from_matched()\n", + " - Consider dataframe structure for creating vertical obs. Is it enough with a column z? Create vertical grid containing all z.\n", + "\n", + "5. Same comparer as today but add support for VerticalObservation\n", + " - plots same as today for all depth (ignoring z coordinate)\n", + " - to_dataframe() include z\n", + " - sel/slice on vertical coordinate\n", + " - vertical_skill(binds, metric) > SkillProfile (1D in z)\n", + "6. SkillProfile \n", + " - xr.Dataset with dim z, with .plot() or a \n", + " - producing bias/RMSE vs depth\n", + " - Havmöller? or depth/time (would require raw model)\n", + " - model and obs on depth (Profiles) (would require raw model)\n", + "\n", + "Pros: \n", + "- Reduced code modification/additions. \n", + "- Use same plots etc. as today. \n", + "- Need to add vertical_skill and SkillProfile \n", + "\n", + "Cons: \n", + "- The comparer plots we have today does not consider vertical. \n", + "- Most plots above will not be supported (maybe only plots in SkillProfile)\n", + "- No easy way to aggregate depth\n", + "\n", + "Questions: Do we need new 3dModel class?\n", + "\n", + "\n", + "Example:\n", + "```Python\n", + "\n", + "# ==============================================\n", + "# Match mod and obs\n", + "# ==============================================\n", + "\n", + "# Create vertical observations\n", + "vobs1 = VerticalObservation(df_1, x=, y=) \n", + "vobs2 = VerticalObservation(df_2, x=, y=) #or dfs1?\n", + "\n", + "# Probably need sigma layers support...current model have support for Dfsu3D, Dfsu2H...check this** \n", + "mr = DfsuModelResult(ds, name=\"HD3D Salinity\") \n", + "\n", + "# Match observations and model results (detects that we use vertical observations)\n", + "cmp = match([vobs1, vobs2], mr) \n", + "\n", + "# ==============================================\n", + "# Slicing comparer\n", + "# ==============================================\n", + "\n", + "# Select depth levels from comparer (notice that we have z-coordinates in observations)\n", + "cmp_sfr = cmp.sel(zmin=0, zmax=15)\n", + "cmp_z30_40 = cmp.sel(z=[30, 40])\n", + "\n", + "# or select from area as with other comparers\n", + "cmp_sfr_area = cmp.sel(area=(650000, 6.52e6, 668000, 6.54e6))\n", + "\n", + "# or with time slicing\n", + "cmp_sfr_time = vcmp.sel(time=slice(\"2022-07-01\", \"2022-08-01\"))\n", + "\n", + "# ==============================================\n", + "# Comparer plots\n", + "# ==============================================\n", + "# All plots we have today in comparer can be applied to vertical data\n", + "# However, no vertical information without slicing the comparer.\n", + "# NOTE: most plots today deal with time, no way of plotting time,depth (e.g. havmöller)\n", + "v.plot.timeseres()\n", + "cmp.plot.box()\n", + "...\n", + "\n", + "# Vertical info\n", + "cmp_20_30 = cmp.sel(z=[30, 40])\n", + "cmp_30_40 = cmp.sel(z=[30, 40])\n", + "cmp_30_40.plot.bar()\n", + "cmp_20_30.plot.bar()\n", + "\n", + "# ==============================================\n", + "# Skill\n", + "# ==============================================\n", + "# Same as today and same problem as above.\n", + "# Comaprer needs to be sliced to get vertical info\n", + "cmp_20_30.skill()\n", + "cmp.skill()\n", + "\n", + "# ==============================================\n", + "# Vertical skill\n", + "# ==============================================\n", + "sp = cmp.vertical_skill() > SkillProfile\n", + "\n", + "sp.metrics\n", + "['n', 'bias', 'rmse', 'urmse', 'mae', 'cc', 'si', 'r2']\n", + "\n", + "#selection\n", + "sp.sel(z = [50:100])\n", + "\n", + "# plots\n", + "sp.plot.profile() # bias, rmse... plots as seen above (y-axis = depth, x-axis=value)\n", + "...\n", + "\n", + "```\n", + "**Option:** \n", + "Add VerticalAccessor on Comparer to allow vertical aggregation and dedicated profile plots** \n", + "\n", + "Reason:\n", + "- Supports more plots\n", + "- Supports aggregation \n", + "- no need for vertical_skill() on comparer. It is now on vertical\n", + "\n", + "VerticalAccessor:\n", + "- vertical.mean(zmin, zmax) > returns collapsed comparer. Ordinary workflow after that\n", + "- vertical.slice(depth) > returns collapsed comparer. Ordinary workflow after that\n", + " - Equivalent to creating per‑depth DataFrames manually today.\n", + "- vertical.skill(mertrics, ) > SkillProfile similar to SkillGrid with xarray dataset and z coord and .plot() for lines \n", + " - Analogous to Comparer.skill() → SkillTable, Comparer.gridded_skill() → SkillGrid (x–y grid)\n", + "- vertical.skill(bins|bin_size) (as gridded_skill() but for z)\n", + " - Analogous to spatial binning (gridded_skill) but in 1D (depth).\n", + "- vertical.plot.profile() - value vs depth for mod and obs\n", + " - Just like plot.timeseries() but operating in depth space.\n", + "\n", + "Example:\n", + "```Python\n", + "# Examples:\n", + "cmp0_15 = cmp.vertical.mean(zmin=0, zmax=15) #(max, min as well)\n", + "cmp0_15.plot.timeseries() #no depth coordinate anymore\n", + "cmp0_15.skill()\n", + "\n", + "cmp5m = cmp.vertical.slice(depth=5)\n", + "cmp5m.plot.timeseries() \n", + "\n", + "sp = cmp.vertical.skill(metrics=[\"rmse\", \"bias\"], bin_size=) #options to bin data\n", + "sp.rmse.plot() # RMSE vs depth\n", + "sp.bias.plot()\n", + "\n", + "cmp.vertical.plot.profile(time=\"2023-07-15T12:00\")\n", + "\n", + "cmp.vertical.plot.skill(metric=\"rmse\")\n", + "\n", + "\n", + "class Comparer:\n", + " ...\n", + " @property\n", + " def vertical(self):\n", + " return VerticalAccessor(self)\n", + "\n", + "\n", + "class VerticalAccessor:\n", + " def __init__(self, cmp):\n", + " self._cmp = cmp\n", + "\n", + " def mean(self, zmin, zmax):\n", + " ds = self._cmp.data\n", + " ds2 = _vertical_mean(ds, zmin, zmax) # returns time-series dataset\n", + " return Comparer.from_matched_dataset(ds2) # uses existing API\n", + "\n", + " def slice(self, depth):\n", + " ds = self._cmp.data\n", + " ds2 = _vertical_interpolate(ds, depth)\n", + " return Comparer.from_matched_dataset(ds2)\n", + "\n", + " def skill(self, metrics=None, bins=None):\n", + " ds = self._cmp.data\n", + " if bins:\n", + " dsb = _vertical_bin(ds, bins)\n", + " else:\n", + " dsb = ds\n", + " sk = _compute_skill_per_depth(dsb, metrics)\n", + " return SkillProfile(sk)\n", + "\n", + " @property\n", + " def plot(self):\n", + " return VerticalPlotAccessor(self._cmp)\n", + "\n", + "```" + ] + }, + { + "cell_type": "markdown", + "id": "94922ec0", + "metadata": {}, + "source": [] + } + ], + "metadata": { + "language_info": { + "name": "python" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From ca5d4b048daf4d57d583b9431af782246c52b5de Mon Sep 17 00:00:00 2001 From: Lars Jonasson Date: Tue, 3 Mar 2026 16:21:05 +0100 Subject: [PATCH 02/25] Validate timeseries with geomtype=vertical. * Adds vertical geometry type * Adds additional check for zcoord if gtype is vertical --- src/modelskill/timeseries/_timeseries.py | 27 +++++++++++++++--------- src/modelskill/types.py | 4 ++++ 2 files changed, 21 insertions(+), 10 deletions(-) diff --git a/src/modelskill/timeseries/_timeseries.py b/src/modelskill/timeseries/_timeseries.py index 52ff26ca4..5a78203b6 100644 --- a/src/modelskill/timeseries/_timeseries.py +++ b/src/modelskill/timeseries/_timeseries.py @@ -62,14 +62,28 @@ def _validate_dataset(ds: xr.Dataset) -> xr.Dataset: ds.time.to_index().is_monotonic_increasing ), "time must be increasing (please check for duplicate times))" + if "gtype" not in ds.attrs: + raise ValueError("data must have a gtype attribute") + gtype = ds.attrs["gtype"] + valid_gtypes = { + str(GeometryType.POINT), + str(GeometryType.TRACK), + str(GeometryType.VERTICAL), + } + if gtype not in valid_gtypes: + raise ValueError( + f"data attribute 'gtype' must be one of {GeometryType.POINT}, {GeometryType.TRACK} or {GeometryType.VERTICAL}" + ) + # Validate coordinates if "x" not in ds.coords: raise ValueError("data must have an x-coordinate") if "y" not in ds.coords: raise ValueError("data must have a y-coordinate") if "z" not in ds.coords: + if gtype == str(GeometryType.VERTICAL): + raise ValueError("data with gtype 'vertical' must have a z-coordinate") ds.coords["z"] = np.nan - # assert "z" in ds.coords, "data must have a z-coordinate" # Validate data vars = [v for v in ds.data_vars] @@ -103,15 +117,6 @@ def _validate_dataset(ds: xr.Dataset) -> xr.Dataset: da = ds[name] # Validate attrs - if "gtype" not in ds.attrs: - raise ValueError("data must have a gtype attribute") - if ds.attrs["gtype"] not in [ - str(GeometryType.POINT), - str(GeometryType.TRACK), - ]: - raise ValueError( - f"data attribute 'gtype' must be one of {GeometryType.POINT} or {GeometryType.TRACK}" - ) if "long_name" not in da.attrs: da.attrs["long_name"] = Quantity.undefined().name if "units" not in da.attrs: @@ -304,6 +309,8 @@ def to_dataframe(self) -> pd.DataFrame: # make sure that x, y cols are first cols = ["x", "y"] + [c for c in df.columns if c not in ["x", "y"]] return df[cols] + elif self.gtype == str(GeometryType.VERTICAL): + return self.data.drop_vars(["x", "y"]).to_dataframe() else: raise NotImplementedError(f"Unknown gtype: {self.gtype}") diff --git a/src/modelskill/types.py b/src/modelskill/types.py index 0ba3dcd63..2e2851f01 100644 --- a/src/modelskill/types.py +++ b/src/modelskill/types.py @@ -14,6 +14,7 @@ class GeometryType(Enum): TRACK = "track" UNSTRUCTURED = "unstructured" GRID = "grid" + VERTICAL = "vertical" def __str__(self) -> str: return self.name.lower() @@ -37,6 +38,8 @@ def from_string(s: str) -> "GeometryType": >>> GeometryType.from_string("grid") + >>> GeometryType.from_string("vertical") + """ try: @@ -87,6 +90,7 @@ def from_string(s: str) -> "GeometryType": xr.DataArray, ] TrackType = Union[str, Path, pd.DataFrame, mikeio.Dfs0, mikeio.Dataset, xr.Dataset] +VerticalType = Union[str, Path, pd.DataFrame, mikeio.Dfs0, mikeio.Dataset, xr.Dataset] @dataclass(frozen=True) From 9f9e8d6bc237c3ca190b9612a0aa6cdf7937992b Mon Sep 17 00:00:00 2001 From: Lars Jonasson Date: Tue, 3 Mar 2026 16:28:27 +0100 Subject: [PATCH 03/25] parse input for timeseries with vertical coordinate Very similar to parsing of tracks (_track.py) but z-coordinate is now needed. * remove duplicated (time,z) pairs. Note, duplicated time allowed ( obs with same time on multiple depth) --- src/modelskill/timeseries/_vertical.py | 181 +++++++++++++++++++++++++ 1 file changed, 181 insertions(+) create mode 100644 src/modelskill/timeseries/_vertical.py diff --git a/src/modelskill/timeseries/_vertical.py b/src/modelskill/timeseries/_vertical.py new file mode 100644 index 000000000..8f808e7a1 --- /dev/null +++ b/src/modelskill/timeseries/_vertical.py @@ -0,0 +1,181 @@ +from __future__ import annotations +from collections.abc import Hashable +from dataclasses import dataclass +from pathlib import Path +from typing import Literal, get_args, Optional, List, Sequence +import warnings +import pandas as pd +import xarray as xr +from ._coords import XYZCoords +import numpy as np + +import mikeio + +from ..types import GeometryType, VerticalType +from ..quantity import Quantity +from ..utils import _get_name +from ._timeseries import _validate_data_var_name + + +@dataclass +class VerticalItem: + z: str + values: str + aux: list[str] + + @property + def all(self) -> List[str]: + return [self.z, self.values] + self.aux + + +def _parse_vertical_items( + items: Sequence[Hashable], + z_item: int | str | None, + item: int | str | None, + aux_items: Optional[Sequence[int | str]] = None, +) -> VerticalItem: + """If input has exactly 2 items we accept item=None""" + if len(items) < 2: + raise ValueError( + f"Input has only {len(items)} items. It should have at least 2." + ) + if item is None: + if len(items) == 2: + item = 1 + elif len(items) > 2: + raise ValueError( + f"Input has more than 2 items, but item was not given! Available items: {items}" + ) + + item = _get_name(item, valid_names=items) + z_item = _get_name(z_item, valid_names=items) + if isinstance(aux_items, (str, int)): + aux_items = [aux_items] + aux_items_str = [_get_name(i, valid_names=items) for i in aux_items or []] + + # check that there are no duplicates + res = VerticalItem(z=z_item, values=item, aux=aux_items_str) + if len(set(res.all)) != len(res.all): + raise ValueError(f"Duplicate items! {res.all}") + + return res + + +def _include_location( + ds: xr.Dataset, + *, + coords: Optional[XYZCoords] = None, +) -> xr.Dataset: + ds = ds.copy() + if coords is not None: + # ds might already have some coordinates set, so we will update + # only the ones that are NOT already present + coords_to_add = {} + for k, v in coords.as_dict.items(): + # Add if coordinate doesn't exist, or if user provided a non-null value + if k not in ds.coords or (v is not None and not np.isnan(v)): + coords_to_add[k] = v + ds.coords.update(coords_to_add) + + return ds + + +def _parse_vertical_input( + data: VerticalType, + name: Optional[str], + item: str | int | None, + quantity: Optional[Quantity], + z_item: str | int | None, + x: float | None = None, + y: float | None = None, + keep_duplicates: Literal["first", "last", False] = "first", + aux_items: Optional[Sequence[int | str]] = None, +) -> xr.Dataset: + assert isinstance( + data, get_args(VerticalType) + ), "Could not construct Vertical object from provided data." + if isinstance(data, (str, Path)): + if Path(data).suffix != ".dfs0": + raise ValueError(f"File must be a dfs0 file, not {Path(data).suffix}") + name = name or Path(data).stem + data = mikeio.read(data) # now mikeio.Dataset + elif isinstance(data, mikeio.Dfs0): + data = data.read() # now mikeio.Dataset + + # parse items + valid_items: Sequence[Hashable] + if isinstance(data, mikeio.Dataset): + valid_items = [i.name for i in data.items] + elif isinstance(data, pd.DataFrame): + valid_items = list(data.columns) + elif isinstance(data, xr.Dataset): + valid_items = list(data.data_vars) + else: + raise ValueError("Could not construct Vertical object from provided data") + + sel_items = _parse_vertical_items( + valid_items, z_item=z_item, item=item, aux_items=aux_items + ) + + name = name or sel_items.values + name = _validate_data_var_name(name) + + # parse quantity + if isinstance(data, mikeio.Dataset): + if quantity is None: + quantity = Quantity.from_mikeio_iteminfo(data[sel_items.values].item) + model_quantity = Quantity.undefined() if quantity is None else quantity + + # select relevant items and convert to xr.Dataset + assert isinstance(data, (mikeio.Dataset, pd.DataFrame, xr.Dataset)) + data = data[sel_items.all] + if isinstance(data, mikeio.Dataset): + ds = data.to_xarray() + elif isinstance(data, pd.DataFrame): + data.index.name = "time" + ds = data.to_xarray() + else: + assert len(data.dims) == 1, "Only 0-dimensional data are supported" + if data.coords[list(data.coords)[0]].name != "time": + data = data.rename({list(data.coords)[0]: "time"}) + ds = data + + ds = ds.rename({sel_items.z: "z"}) + + # keep first, last or none of duplicate (time, z) pairs + idx_df = pd.DataFrame({"time": ds["time"].to_index(), "z": ds["z"].values}) + + keep_mask = ~idx_df.duplicated(subset=["time", "z"], keep=keep_duplicates) + + n_removed = int((~keep_mask).sum()) + ds = ds.isel(time=keep_mask.values) + if n_removed > 0: + warnings.warn( + f"Removed {n_removed} duplicate (time, z) entries with keep={keep_duplicates}" + ) + + ds = ds.dropna(dim="time", subset=["z"]) # remove times with z as nan + + SPATIAL_DIMS = ["x", "y", "z"] + for dim in SPATIAL_DIMS: + if dim in ds: + ds = ds.set_coords(dim) + + # Fixed x,y location + coords = XYZCoords(x=x, y=y, z=None) + ds = _include_location(ds, coords=coords) # FIXME: Is this needed! + # ds.coords["x"] = float(2) + # ds.coords["y"] = float(2) + + assert len(ds.data_vars) == 1 + len(sel_items.aux) + data_var = str(list(ds.data_vars)[0]) + ds = ds.rename({data_var: name}) + ds[name].attrs["long_name"] = model_quantity.name + ds[name].attrs["units"] = model_quantity.unit + + for aux_item in sel_items.aux: + ds[aux_item].attrs["kind"] = "aux" + + ds.attrs["gtype"] = str(GeometryType.VERTICAL) + assert isinstance(ds, xr.Dataset) + return ds From 88dc54ea37532c76dfb568417bc479a387a54856 Mon Sep 17 00:00:00 2001 From: Lars Jonasson Date: Tue, 3 Mar 2026 16:31:05 +0100 Subject: [PATCH 04/25] VerticalObservation class Stores timeseries data for vertical profiles. data structure time(time) = [t1, t1, t1, t2, t2, t2, t3 ...] z(time) = [z1. z2, z3, z4, z5, z6, z7 ...] data(time) = [d1, d2, d3, d4,d5,d6,d7....] --- src/modelskill/obs.py | 123 +++++++++++++++++++++++++++++++++++++++--- 1 file changed, 115 insertions(+), 8 deletions(-) diff --git a/src/modelskill/obs.py b/src/modelskill/obs.py index 5828b2b03..cffeb79fa 100644 --- a/src/modelskill/obs.py +++ b/src/modelskill/obs.py @@ -1,10 +1,11 @@ """ # Observations -ModelSkill supports two types of observations: +ModelSkill supports three types of observations: * [`PointObservation`](`modelskill.PointObservation`) - a point timeseries from a dfs0/nc file or a DataFrame * [`TrackObservation`](`modelskill.TrackObservation`) - a track (moving point) timeseries from a dfs0/nc file or a DataFrame +* [`VerticalObservation`](`modelskill.VerticalObservation`) - a vertical profile from a dfs0/nc file or a DataFrame An observation can be created by explicitly invoking one of the above classes or using the [`observation()`](`modelskill.observation`) function which will return the appropriate type based on the input data (if possible). """ @@ -16,12 +17,13 @@ import pandas as pd import xarray as xr -from .types import PointType, TrackType, GeometryType, DataInputType +from .types import PointType, TrackType, VerticalType, GeometryType, DataInputType from . import Quantity from .timeseries import ( TimeSeries, _parse_xyz_point_input, _parse_track_input, + _parse_vertical_input, ) # NetCDF attributes can only be str, int, float https://unidata.github.io/netcdf4-python/#attributes-in-a-netcdf-file @@ -31,9 +33,9 @@ def observation( data: DataInputType, *, - gtype: Optional[Literal["point", "track"]] = None, + gtype: Optional[Literal["point", "track", "vertical"]] = None, **kwargs, -) -> PointObservation | TrackObservation: +) -> PointObservation | TrackObservation | VerticalObservation: """Create an appropriate observation object. A factory function for creating an appropriate observation object @@ -41,19 +43,21 @@ def observation( If 'x' or 'y' is given, a PointObservation is created. If 'x_item' or 'y_item' is given, a TrackObservation is created. + If 'z_item' is given, a VerticalObservation is created. + If gtype is explicitly given, it will be used to determine the type of observation. Parameters ---------- data : DataInputType The data to be used for creating the Observation object. - gtype : Optional[Literal["point", "track"]] + gtype : Optional[Literal["point", "track", "vertical"]], optional The geometry type of the data. If not specified, it will be guessed from the data. **kwargs Additional keyword arguments to be passed to the Observation constructor. Returns ------- - PointObservation or TrackObservation + PointObservation or TrackObservation or VerticalObservation An observation object of the appropriate type Examples @@ -76,13 +80,16 @@ def observation( def _guess_gtype(**kwargs) -> GeometryType: """Guess geometry type from data""" - if "x" in kwargs and "y" in kwargs: + if "z_item" in kwargs: + return GeometryType.VERTICAL + elif "x" in kwargs and "y" in kwargs: return GeometryType.POINT elif "x_item" in kwargs or "y_item" in kwargs: return GeometryType.TRACK else: warnings.warn( - "Could not guess geometry type from data or args, assuming POINT geometry. Use PointObservation or TrackObservation to be explicit." + "Could not guess geometry type from data or args, assuming POINT geometry. " + "Use PointObservation, TrackObservation, or VerticalObservation to be explicit." ) return GeometryType.POINT @@ -340,6 +347,105 @@ def __init__( super().__init__(data=data, weight=weight, attrs=attrs) +class VerticalObservation(Observation): + """Class for observations of vertical profiles. + + Create a VerticalObservation from a dfs0/nc file or tabular data + containing time, vertical coordinate, and observed values. + + Parameters + ---------- + data : VerticalType + Input data with vertical profile observations. + item : int or str, optional + Index or name of the primary observation item. + If the input contains more than one candidate value item, + this argument must be provided. + x : float, optional + x-coordinate of the observation location. If not provided, + it is inferred from data when possible. + y : float, optional + y-coordinate of the observation location. If not provided, + it is inferred from data when possible. + z_item : int or str, optional + Index or name of the vertical coordinate item, by default 0. + name : str, optional + User-defined name for identification in plots and summaries. + weight : float, optional + Weighting factor for skill scores, by default 1.0. + keep_duplicates : {"first", "last", False}, optional + Strategy for handling duplicate timestamps/z pairs. + quantity : Quantity, optional + Physical quantity metadata used for validation against model results. + aux_items : list[int | str], optional + List of auxiliary item names or indices to keep in the dataset. + attrs : dict, optional + Additional attributes to be added to the underlying dataset. + + Examples + -------- + >>> import modelskill as ms + >>> import pandas as pd + >>> df = pd.DataFrame( + ... { + ... "z": [0.0, -5.0, -10.0, 0.0, -5.0, -10.0], + ... "value": [0.1, 0.3, 0.4, 0.5, 0.3, 0.3], + ... }, + ... index=pd.to_datetime( + ... [ + ... "2010-01-01 01:00:00", + ... "2010-01-01 01:00:00", + ... "2010-01-01 01:00:00", + ... "2010-01-01 02:00:00", + ... "2010-01-01 02:00:00", + ... "2010-01-01 02:00:00", + ... ] + ... ), + ... ) + >>> df.index.name = "t" + >>> print(df.to_string()) + z value + t + 2010-01-01 01:00:00 0.0 0.1 + 2010-01-01 01:00:00 -5.0 0.3 + 2010-01-01 01:00:00 -10.0 0.4 + 2010-01-01 02:00:00 0.0 0.5 + 2010-01-01 02:00:00 -5.0 0.3 + 2010-01-01 02:00:00 -10.0 0.3 + + >>> o = ms.VerticalObservation(df, item="value", z_item="z", x=12.0, y=55.0) + """ + + def __init__( + self, + data: VerticalType, + *, + item: Optional[int | str] = None, + x: Optional[float] = None, + y: Optional[float] = None, + z_item: Optional[int | str] = 0, + name: Optional[str] = None, + weight: float = 1.0, + keep_duplicates: Literal["first", "last", False] = "first", + quantity: Optional[Quantity] = None, + aux_items: Optional[list[int | str]] = None, + attrs: Optional[dict] = None, + ) -> None: + if not self._is_input_validated(data): + data = _parse_vertical_input( + data, + name=name, + item=item, + quantity=quantity, + aux_items=aux_items, + z_item=z_item, + x=x, + y=y, + ) + assert isinstance(data, xr.Dataset) + super().__init__(data=data, weight=weight, attrs=attrs) + + def unit_display_name(name: str) -> str: """Display name @@ -364,4 +470,5 @@ def unit_display_name(name: str) -> str: _obs_class_lookup = { GeometryType.POINT: PointObservation, GeometryType.TRACK: TrackObservation, + GeometryType.VERTICAL: VerticalObservation, } From 36e7a658b0eef6ab468c0c84e8f54b0f5e2d5936 Mon Sep 17 00:00:00 2001 From: Lars Jonasson Date: Tue, 3 Mar 2026 16:31:41 +0100 Subject: [PATCH 05/25] imports --- src/modelskill/__init__.py | 2 ++ src/modelskill/timeseries/__init__.py | 2 ++ 2 files changed, 4 insertions(+) diff --git a/src/modelskill/__init__.py b/src/modelskill/__init__.py index 0b3ce52f2..411b3ac60 100644 --- a/src/modelskill/__init__.py +++ b/src/modelskill/__init__.py @@ -44,6 +44,7 @@ observation, PointObservation, TrackObservation, + VerticalObservation, ) from .matching import from_matched, match from .configuration import from_config @@ -97,6 +98,7 @@ def load(filename: Union[str, Path]) -> Comparer | ComparerCollection: "observation", "PointObservation", "TrackObservation", + "VerticalObservation", "TimeSeries", "match", "from_matched", diff --git a/src/modelskill/timeseries/__init__.py b/src/modelskill/timeseries/__init__.py index cb1ca3ffc..0a660b0c4 100644 --- a/src/modelskill/timeseries/__init__.py +++ b/src/modelskill/timeseries/__init__.py @@ -1,9 +1,11 @@ from ._timeseries import TimeSeries from ._point import _parse_xyz_point_input from ._track import _parse_track_input +from ._vertical import _parse_vertical_input __all__ = [ "TimeSeries", "_parse_xyz_point_input", "_parse_track_input", + "_parse_vertical_input", ] From 32068eb4ec9968fb0f7f4e3bfa4c21440c35a35f Mon Sep 17 00:00:00 2001 From: Lars Jonasson Date: Tue, 3 Mar 2026 16:32:04 +0100 Subject: [PATCH 06/25] prepare for verticlObs matching --- src/modelskill/matching.py | 4 ++-- src/modelskill/model/dummy.py | 8 ++++++-- src/modelskill/model/grid.py | 8 ++++++-- 3 files changed, 14 insertions(+), 6 deletions(-) diff --git a/src/modelskill/matching.py b/src/modelskill/matching.py index b182f0ad7..acd5dc4cb 100644 --- a/src/modelskill/matching.py +++ b/src/modelskill/matching.py @@ -28,7 +28,7 @@ from .model.dummy import DummyModelResult from .model.grid import GridModelResult from .model.track import TrackModelResult -from .obs import Observation, PointObservation, TrackObservation +from .obs import Observation, PointObservation, TrackObservation, VerticalObservation from .timeseries import TimeSeries from .types import Period @@ -56,7 +56,7 @@ TimeSeries, MRTypes, ] -ObsTypes = Union[PointObservation, TrackObservation] +ObsTypes = Union[PointObservation, TrackObservation, VerticalObservation] ObsInputType = Union[ str, Path, diff --git a/src/modelskill/model/dummy.py b/src/modelskill/model/dummy.py index 6a1efea0d..cff1629f5 100644 --- a/src/modelskill/model/dummy.py +++ b/src/modelskill/model/dummy.py @@ -6,7 +6,7 @@ from modelskill.model.point import PointModelResult from modelskill.model.track import TrackModelResult -from modelskill.obs import PointObservation, TrackObservation +from modelskill.obs import PointObservation, TrackObservation, VerticalObservation @dataclass @@ -49,7 +49,7 @@ def __post_init__(self): def extract( self, - observation: PointObservation | TrackObservation, + observation: PointObservation | TrackObservation | VerticalObservation, spatial_method: Optional[str] = None, ) -> PointModelResult | TrackModelResult: if spatial_method is not None: @@ -57,6 +57,10 @@ def extract( "spatial interpolation not possible when matching point model results with point observations" ) + if isinstance(observation, VerticalObservation): + raise NotImplementedError( + "DummyModelResult does not support VerticalObservation yet" + ) da = observation.data[observation.name].copy() if self.strategy == "mean": da[:] = da.mean() diff --git a/src/modelskill/model/grid.py b/src/modelskill/model/grid.py index 67b88b35e..dd7518fe9 100644 --- a/src/modelskill/model/grid.py +++ b/src/modelskill/model/grid.py @@ -12,7 +12,7 @@ from ..quantity import Quantity from .point import PointModelResult from .track import TrackModelResult -from ..obs import PointObservation, TrackObservation +from ..obs import PointObservation, TrackObservation, VerticalObservation class GridModelResult(SpatialField): @@ -124,7 +124,7 @@ def _in_domain(self, x: float, y: float) -> bool: def extract( self, - observation: PointObservation | TrackObservation, + observation: PointObservation | TrackObservation | VerticalObservation, spatial_method: Optional[str] = None, ) -> PointModelResult | TrackModelResult: """Extract ModelResult at observation positions @@ -144,6 +144,10 @@ def extract( PointModelResult or TrackModelResult extracted modelresult """ + if isinstance(observation, VerticalObservation): + raise NotImplementedError( + "Extraction of VerticalObservation from GridModelResult is not implemented yet." + ) _validate_overlap_in_time(self.time, observation) if isinstance(observation, PointObservation): return self._extract_point(observation, spatial_method) From 41c89b15fa3b905d7c253463b8d5566a8e1e9c24 Mon Sep 17 00:00:00 2001 From: Lars Jonasson Date: Tue, 3 Mar 2026 16:33:08 +0100 Subject: [PATCH 07/25] test and testdata --- tests/observation/test_vertical_obs.py | 111 +++++++++++++ tests/test_timeseries.py | 33 ++++ .../testdata/vertical/VerticalProfile_ST.dfs0 | Bin 0 -> 4200 bytes .../vertical/VerticalProfile_obs1.csv | 147 ++++++++++++++++++ .../vertical/VerticalProfile_obs1.dfs0 | Bin 0 -> 5854 bytes .../vertical/VerticalProfile_obs2.dfs0 | Bin 0 -> 3334 bytes tests/testdata/vertical/sigma_z_coast.dfsu | Bin 0 -> 2006460 bytes 7 files changed, 291 insertions(+) create mode 100644 tests/observation/test_vertical_obs.py create mode 100644 tests/testdata/vertical/VerticalProfile_ST.dfs0 create mode 100644 tests/testdata/vertical/VerticalProfile_obs1.csv create mode 100644 tests/testdata/vertical/VerticalProfile_obs1.dfs0 create mode 100644 tests/testdata/vertical/VerticalProfile_obs2.dfs0 create mode 100644 tests/testdata/vertical/sigma_z_coast.dfsu diff --git a/tests/observation/test_vertical_obs.py b/tests/observation/test_vertical_obs.py new file mode 100644 index 000000000..dbb669383 --- /dev/null +++ b/tests/observation/test_vertical_obs.py @@ -0,0 +1,111 @@ +from pathlib import Path +import pandas as pd +import pytest +import modelskill as ms + + +@pytest.fixture +def _vertical_df() -> pd.DataFrame: + return pd.DataFrame( + { + "z": [-5.0, -4.0, -3.0], + "value": [1.0, 1.1, 1.2], + }, + index=[pd.Timestamp("2019-01-01")] * 3, + ) + + +class TestVerticalObservation: + def test_vertical_observation_factory_from_kwargs(self, _vertical_df): + obs = ms.observation( + _vertical_df, + item="value", + z_item="z", + x=12.0, + y=55.0, + ) + assert isinstance(obs, ms.VerticalObservation) + + def test_name_kwarg(self, _vertical_df): + obs = ms.observation( + _vertical_df, + item="value", + z_item="z", + x=12.0, + y=55.0, + name="argname", + ) + assert obs.name == "argname" + # check xarray name + assert list(obs.data.data_vars.keys())[0] == "argname" + + def test_factory_from_gtype(self, _vertical_df): + obs = ms.observation( + _vertical_df, + gtype="vertical", + item="value", + z_item="z", + x=12.0, + y=55.0, + ) + assert isinstance(obs, ms.VerticalObservation) + + def test_sel_by_z_scalar(self, _vertical_df): + obs = ms.VerticalObservation( + _vertical_df, + item="value", + z_item="z", + x=12.0, + y=55.0, + ) + + out = obs.sel(z=-4.0) + + assert isinstance(out, ms.VerticalObservation) + assert len(out.data) == 1 + assert out.data.value == 1.1 + + def test_open_dfs0_equal(self): + fn = Path("tests/testdata/vertical/VerticalProfile_obs2.dfs0") + obs = ms.observation(fn, z_item="z") + obs2 = ms.VerticalObservation(fn) + assert isinstance(obs, ms.VerticalObservation) + assert obs.equals(obs2) + + def test_with_and_without_item_arg(self): + fn = Path("tests/testdata/vertical/VerticalProfile_ST.dfs0") + # no item specified, but multiple items in file + with pytest.raises(ValueError): + obs = ms.observation(fn, z_item="z") + # below should be fine...only one item + fn = Path("tests/testdata/vertical/VerticalProfile_obs1.dfs0") + assert isinstance(ms.observation(fn, z_item="z"), ms.VerticalObservation) + + def test_duplicated_time_z_pairs(self): + df = pd.DataFrame( + { + "z": [-5.0, -4.0, -4.0], + "value": [1.0, 1.1, 1.2], + }, + index=[pd.Timestamp("2019-01-01")] * 3, + ) + with pytest.warns(UserWarning, match="Removed 1 duplicate"): + obs = ms.VerticalObservation( + df, + item="value", + z_item="z", + x=12.0, + y=55.0, + ) + + def test_to_dataframe(self, _vertical_df): + obs = ms.VerticalObservation( + _vertical_df, + item="value", + z_item="z", + x=12.0, + y=55.0, + ) + df = obs.to_dataframe() + assert isinstance(df, pd.DataFrame) + assert list(df.columns) == ["z", "value"] diff --git a/tests/test_timeseries.py b/tests/test_timeseries.py index d362a2943..a672a42be 100644 --- a/tests/test_timeseries.py +++ b/tests/test_timeseries.py @@ -4,6 +4,7 @@ import xarray as xr import modelskill as ms from modelskill.timeseries import TimeSeries +from modelskill.timeseries._timeseries import _validate_dataset from modelskill.types import GeometryType @@ -41,6 +42,24 @@ def ds_track(): return ds +@pytest.fixture +def ds_vertical(): + x = 0 + y = 3 + z = [0, -5, -10] + time = pd.date_range("2000-01-01", periods=3) + data = np.random.rand(3) + ds = xr.Dataset( + {"dataitem": (["time"], data)}, + coords={"time": time, "z": (["time"], z)}, + ) + ds.coords["x"] = x + ds.coords["y"] = y + ds.attrs["gtype"] = str(GeometryType.VERTICAL) + ds["dataitem"].attrs["kind"] = "observation" + return ds + + def test_timeseries_point_init(ds_point): # test that TimeSeries can be initialized from xr.Dataset ts = TimeSeries(ds_point) @@ -89,6 +108,20 @@ def test_timeseries_validation_fails_xy(ds_point): TimeSeries(ds_without_y) +def test_validate_dataset_vertical_with_z_coord(ds_vertical): + ds = _validate_dataset(ds_vertical) + assert ds.attrs["gtype"] == str(GeometryType.VERTICAL) + assert "z" in ds.coords + assert tuple(ds["z"].dims) == ("time",) + assert tuple(ds["z"].values) == (0, -5, -10) + + +def test_validate_dataset_vertical_without_z_coord_raises(ds_vertical): + ds_without_z = ds_vertical.drop_vars("z") + with pytest.raises(ValueError, match="vertical.*z-coordinate"): + _validate_dataset(ds_without_z) + + def test_timeseries_point_properties(ds_point): ts = TimeSeries(ds_point) assert ts.name == "dataitem" diff --git a/tests/testdata/vertical/VerticalProfile_ST.dfs0 b/tests/testdata/vertical/VerticalProfile_ST.dfs0 new file mode 100644 index 0000000000000000000000000000000000000000..7b34762e106c0c6595e1d3319455e526e55d8bcf GIT binary patch literal 4200 zcma)B<6UsaUk8@Cor5PcR^6iJ>ZAomlCs@rV@xf5_$Y*NNpmzbn`v zx?LgHV$mHC{eh6^ar;7|Sg>xZ$6uhr`9Y5>^;9+M#+h*J7Nh9@P4(J-&cCzQFNxQ#q?3yX>Qe^Y(d(9&kDT=aPk<%=(dR%=Vu2tlX zYmKwi3+-0BJ0dOJQN!(q}US7TO@t@Vm* ztJg0vs*{TRFc}=(86y}q^hFZySM{t;X}K6Ql-(9bZjEEKlUj+lK9eRCIhWi-yF`%- z8}z{19Ta(Ky+JF6-4HyyJ)+Ndo|5!^_#?8{2il+YWE?3Wdv)e^J>5IhdbG$+SB=l_ z3pJ2x^2}3|CAs&`(;`R-HL2QO-zHTtY2wbxiV7ZXUvGIy8hZZb$nnNwQvb%+F4ZnM zCaHHUTaaMZ_UblGSshwg2`aO}Q@hm@bcO1J9#Yx$_^B%E9LPe`FQ&m>@r~Xm& z$3{)NPd{)j`&!ZuMy`}Pc&tR&^p^94tuSonvLayP}!2pRnn6!nlp*$2P%T^_~*&BCvD z5%Tpu$L2t@@Oz;X>>e9G2lyS%z`9k9vui=eh2JabV4w7|YeBQ{yRZX2IXc2;;rFl0 z==CP^H2D(0%{iZuH6BZ0Jw%EUqy26g8zO9S3ERIk3%|cF#~LRVR55Eov+$c*48Pw6 z`8mMvKL+%=@fEfo-r6FY(*c1zJF;Jeh>KI_dOTe>og0$jU9M~X5Yo;OSACn9*5u2V|*5V z`!6B~=?~T!9T$Fc9Pr!yET4tnvX|l4TI6SXhmMQ)!&N8Prw_A!-)>5a_G{dQ@1dS} z_B)Ga;dgui)*?NZ?RA=k-}dY;$hsMqv9-}G{C-mn4{MLI&oRxy?}>J-#ZV91zcdTK z^RHoz9dp=qqgnXfW=7msADkv%(!U4d;n!Tj`i;EtK(yc1k$&PKu&t6=H=2dt>I&o# zyw2u8v+&!rAMA=QJ`2A`9)gFIFZnF|-e|%5!BoOJqjP}YGa2yUxA0l`%{z#=DT~JYU|y^I-^z423v+%p*G=7(?I6MtY-Vd`}h&%j4jpKiJqhA96 literal 0 HcmV?d00001 diff --git a/tests/testdata/vertical/VerticalProfile_obs1.csv b/tests/testdata/vertical/VerticalProfile_obs1.csv new file mode 100644 index 000000000..393f92e53 --- /dev/null +++ b/tests/testdata/vertical/VerticalProfile_obs1.csv @@ -0,0 +1,147 @@ +# x pos: 657500 +# y pos: 6553600 +datetime,z,salt,temp +2022-06-12 11:43:00,-30,6.530923333847987,12.478358488356898 +2022-06-12 11:43:00,-28,6.609798287009486,12.466787163503172 +2022-06-12 11:43:00,-26,6.566854180191086,12.538483094092541 +2022-06-12 11:43:00,-24,6.695171944159267,12.52180457723434 +2022-06-12 11:43:00,-22,6.718102975909249,12.676985002598668 +2022-06-12 11:43:00,-20,6.553262971606426,12.887587316297155 +2022-06-12 11:43:00,-18,6.539053962169886,13.502313568355069 +2022-06-12 11:43:00,-16,6.605434841509121,13.866331883413936 +2022-06-12 11:43:00,-14,6.550503673328178,13.992649937190357 +2022-06-12 11:43:00,-12,6.591007544998949,13.875582654994773 +2022-06-12 11:43:00,-10,6.565607878506718,14.186986952709258 +2022-06-12 11:43:00,-8,6.3504992675960255,14.73454925620551 +2022-06-12 11:43:00,-6,6.175613961338043,14.956422445276667 +2022-06-12 11:43:00,-4,6.095457684919699,14.750769772958456 +2022-06-12 11:43:00,-2,6.0555155237354095,14.845271872635385 +2022-06-12 11:43:00,0,6.204021225037544,14.791204065753332 +2022-06-13 11:41:00,-30,6.563640371857646,12.514748289854076 +2022-06-13 11:41:00,-28,6.682900313040625,12.64016712080565 +2022-06-13 11:41:00,-26,6.674305231479064,12.527466010526279 +2022-06-13 11:41:00,-24,6.64781647045105,12.649402155991023 +2022-06-13 11:41:00,-22,6.641568783874796,12.951684421712173 +2022-06-13 11:41:00,-20,6.634721998302609,13.357653233971533 +2022-06-13 11:41:00,-18,6.616192000607939,13.695877354629573 +2022-06-13 11:41:00,-16,6.645039712221544,13.7990262765787 +2022-06-13 11:41:00,-14,6.389158472796397,14.297160131351644 +2022-06-13 11:41:00,-12,6.181468240463286,14.610209078886239 +2022-06-13 11:41:00,-10,6.3146407284064425,14.63006975342032 +2022-06-13 11:41:00,-8,6.261880422130136,14.587566234310774 +2022-06-13 11:41:00,-6,6.155757672866641,14.743574062957423 +2022-06-13 11:41:00,-4,6.230833381067458,14.788988313456182 +2022-06-13 11:41:00,-2,6.248720397605667,14.70303203648697 +2022-06-13 11:41:00,0,6.1462133603404965,14.798953469670494 +2022-06-14 12:21:00,-30,6.614280157183299,12.525990366960114 +2022-06-14 12:21:00,-28,6.53892152605355,12.554489089947019 +2022-06-14 12:21:00,-26,6.669357362698129,12.639439331712794 +2022-06-14 12:21:00,-24,6.683290061617048,12.65832486184044 +2022-06-14 12:21:00,-22,6.6370408279503215,12.91405584891851 +2022-06-14 12:21:00,-20,6.594193297787958,13.185327324027785 +2022-06-14 12:21:00,-18,6.555828645280464,13.516952072127088 +2022-06-14 12:21:00,-16,6.548194762374584,13.824976507653819 +2022-06-14 12:21:00,-14,6.4052352070627006,14.356068494546477 +2022-06-14 12:21:00,-12,6.205054075854417,14.716406967819895 +2022-06-14 12:21:00,-10,6.221582126574461,14.762098549348925 +2022-06-14 12:21:00,-8,6.173364771621326,14.683937419826506 +2022-06-14 12:21:00,-6,6.173007442266893,14.58771736973404 +2022-06-14 12:21:00,-4,6.064030511254615,14.618630041601246 +2022-06-14 12:21:00,-2,6.102461645927502,14.755982582821712 +2022-06-14 12:21:00,0,6.112659560703031,14.693093896616789 +2022-06-15 10:57:00,-30,6.732605809141489,12.640745746633932 +2022-06-15 10:57:00,-28,6.68766879079597,12.594557449918057 +2022-06-15 10:57:00,-26,6.6122325406891935,12.593245099926001 +2022-06-15 10:57:00,-24,6.5997453158115,12.82003102840748 +2022-06-15 10:57:00,-22,6.484469948572591,12.98534278537405 +2022-06-15 10:57:00,-20,6.635399015194029,13.167139806065007 +2022-06-15 10:57:00,-18,6.4882419825955795,13.515337335257001 +2022-06-15 10:57:00,-16,6.535398132560784,13.799201801884776 +2022-06-15 10:57:00,-14,6.478606262996245,14.269795562953622 +2022-06-15 10:57:00,-12,6.2384437033513525,14.51710415597355 +2022-06-15 10:57:00,-10,6.209776811843868,14.715535983497038 +2022-06-15 10:57:00,-8,6.2941127945629365,14.780764492782296 +2022-06-15 10:57:00,-6,6.210152115075589,14.837802356144977 +2022-06-15 10:57:00,-4,6.0851993821373265,14.672675563567763 +2022-06-15 10:57:00,-2,6.106341244176083,14.69354446760911 +2022-06-15 10:57:00,0,6.071043391886902,14.775043032776402 +2022-06-16 12:42:00,-30,6.61002522378288,12.593658471598477 +2022-06-16 12:42:00,-28,6.546556713054178,12.736404082954706 +2022-06-16 12:42:00,-26,6.694853164982332,12.871061446494034 +2022-06-16 12:42:00,-24,6.859003257687081,12.836970217583222 +2022-06-16 12:42:00,-22,6.5420319806098535,12.84115190041625 +2022-06-16 12:42:00,-20,6.635002579829304,13.211473711246024 +2022-06-16 12:42:00,-18,6.567359693187701,13.484902190157246 +2022-06-16 12:42:00,-16,6.567844363313171,13.827358979782996 +2022-06-16 12:42:00,-14,6.529119385426145,13.997701115960488 +2022-06-16 12:42:00,-12,6.244138018072275,14.336342442060369 +2022-06-16 12:42:00,-10,6.157823072275964,14.689468472136927 +2022-06-16 12:42:00,-8,6.32321682945724,14.727761191301571 +2022-06-16 12:42:00,-6,6.2567330505760586,14.683410882451339 +2022-06-16 12:42:00,-4,6.082959568419304,14.647636735986742 +2022-06-16 12:42:00,-2,6.121432617504376,14.893844301464686 +2022-06-16 12:42:00,0,6.116490165057801,14.787682316230548 +2022-06-17 12:21:00,-30,6.553950003151719,12.872013290675936 +2022-06-17 12:21:00,-28,6.656980254687151,12.784956417833348 +2022-06-17 12:21:00,-26,6.6229231753078475,12.745104434011644 +2022-06-17 12:21:00,-24,6.6595575317185425,12.860642356271223 +2022-06-17 12:21:00,-22,6.520440995075378,12.989848162084215 +2022-06-17 12:21:00,-20,6.62346713435466,13.465329623663468 +2022-06-17 12:21:00,-18,6.609224576278258,13.574937911877518 +2022-06-17 12:21:00,-16,6.603901101188142,13.846168104729612 +2022-06-17 12:21:00,-14,6.560597265300759,13.877619862976172 +2022-06-17 12:21:00,-12,6.516643450961285,14.263216397187524 +2022-06-17 12:21:00,-10,6.361940622334533,14.638430136355925 +2022-06-17 12:21:00,-8,6.088160078857014,14.602125347098676 +2022-06-17 12:21:00,-6,6.3131190038656095,14.858344803377996 +2022-06-17 12:21:00,-4,6.165590083039321,14.691712491726113 +2022-06-17 12:21:00,-2,6.296733649077008,14.633917786934322 +2022-06-17 12:21:00,0,6.10754113932582,14.7741931562094 +2022-06-18 11:31:00,-30,6.592985461326018,12.88230375926835 +2022-06-18 11:31:00,-28,6.611478439272824,12.90971947250987 +2022-06-18 11:31:00,-26,6.737152420059883,12.889960301158096 +2022-06-18 11:31:00,-24,6.674234343650747,12.7806780806724 +2022-06-18 11:31:00,-22,6.611750511396616,13.109661501014509 +2022-06-18 11:31:00,-20,6.503515243633517,13.426003876014352 +2022-06-18 11:31:00,-18,6.55308784897184,13.805039094867972 +2022-06-18 11:31:00,-16,6.427770119700383,13.937489912514648 +2022-06-18 11:31:00,-14,6.2905174485986945,14.402693737595085 +2022-06-18 11:31:00,-12,6.305886147646072,14.68370255908751 +2022-06-18 11:31:00,-10,6.311633619911948,14.66851599143027 +2022-06-18 11:31:00,-8,6.142458727266295,14.67409282815786 +2022-06-18 11:31:00,-6,6.2161081363986215,14.707279440758816 +2022-06-18 11:31:00,-4,6.110854039594256,14.697126420079057 +2022-06-18 11:31:00,-2,6.218215351066874,14.88503096438455 +2022-06-18 11:31:00,0,6.352785432061713,14.608086547885469 +2022-06-19 12:32:00,-30,6.597746120779435,12.915814196737804 +2022-06-19 12:32:00,-28,6.57348022858629,13.058137957171992 +2022-06-19 12:32:00,-26,6.717205079374428,12.974562849865276 +2022-06-19 12:32:00,-24,6.566778582951315,12.894161739986629 +2022-06-19 12:32:00,-22,6.599956792426965,13.122118396428675 +2022-06-19 12:32:00,-20,6.551729060974899,13.410381113637705 +2022-06-19 12:32:00,-18,6.538366683800665,13.628041034263978 +2022-06-19 12:32:00,-16,6.2979766767961305,14.341461556987165 +2022-06-19 12:32:00,-14,6.148999325135651,14.482426793311031 +2022-06-19 12:32:00,-12,6.357372451009602,14.8888825387614 +2022-06-19 12:32:00,-10,6.107467716263797,14.64666675429436 +2022-06-19 12:32:00,-8,6.226026731749191,14.821014756102008 +2022-06-19 12:32:00,-6,6.120319011850741,14.66345291423137 +2022-06-19 12:32:00,-4,6.263810159771463,14.714459439949028 +2022-06-19 12:32:00,-2,6.175707523075396,14.66181642159726 +2022-06-19 12:32:00,0,6.100976066806232,14.64337419343857 +2022-06-20 11:06:00,-30,6.593646047308073,13.18102361863592 +2022-06-20 11:06:00,-28,6.570530869003268,13.20017310926943 +2022-06-20 11:06:00,-26,6.695974311934376,13.174884373679298 +2022-06-20 11:06:00,-24,6.641311804023255,13.190043157328933 +2022-06-20 11:06:00,-22,6.6072147172981435,13.218306088517743 +2022-06-20 11:06:00,-20,6.610824740366238,13.493365963575895 +2022-06-20 11:06:00,-18,6.6830684034504095,13.961472773759297 +2022-06-20 11:06:00,-16,6.395336648409029,14.208456346381157 +2022-06-20 11:06:00,-14,6.1559547064478695,14.672001374296425 +2022-06-20 11:06:00,-12,6.244198038597709,14.665698574016934 +2022-06-20 11:06:00,-10,6.074768753366284,14.722172144564693 +2022-06-20 11:06:00,-8,6.2460861118746545,14.56835891988063 +2022-06-20 11:06:00,-6,6.168087084083814,14.686388399602915 +2022-06-20 11:06:00,-4,6.206396040004974,14.650210480245578 +2022-06-20 11:06:00,-2,6.190988993516881,14.662657075398966 +2022-06-20 11:06:00,0,6.211845942588071,14.80317487083994 diff --git a/tests/testdata/vertical/VerticalProfile_obs1.dfs0 b/tests/testdata/vertical/VerticalProfile_obs1.dfs0 new file mode 100644 index 0000000000000000000000000000000000000000..9bae5a41add6a193b4776676fdd07f250ca54580 GIT binary patch literal 5854 zcma)=3v3is6ozlRU62S75Tv|x#K;mAZI@??;t+WVm6ruA#@OAptE^y`!j^y$Tm*zd z6CeacR9H|fiNQ2z#Ns1^JX)YY!3V8qTqQ)nq`?5OQaj_!oKtenz#(q3-MO>h{`a1H zznweV(NB&q8a=k4NSio5e~k8AbZ%T5s3m5`=4mg*W=FLb<0Xl3tYn@RiIs%sF4T&{ ziSR>Oaa=2jC$wmBETL&*C(ntNjJ4q>=0?MbXs?Uyeafdgs-VhJGnG=u?dQ$T*{9uy z**RdD-2&}0>{gbt%q{_+b7&uR4fxvI2d~CvMPqThePq$3Mal?uKSC%K-Xg>B^g`S&tG_oYPM?YD% zV`rD!_BfqtO$}|GM_>@FtSS2~bLxKAARBfcmMfQ1m-e{_1+DeEgrosku=G0-sR!ia z`%a070Z8M>A4Q}JkWa74ND7eYpPdv_)&kP>xQrwLsVLs<3R1TF$e1oyxMbc1FB!h1g6hU8NZ}VlOhyf{mb7cg5sY#v?$C84S zoatOC+7bHl$yPZf2`Mf2a$jgl2#{~4$SFD?)3>Ehu4zhI&Pnj~gyVsX#%lR@=Bn=fs7xCGp2>SBaqg*M9 z7?5)1^)qZ6|8_&4yISz3_-WXLJL(iA~oy85|N6hU8>J;lYO2>Q~nm|w^k0@s&o zbGR?YrhB};eEkpqs!=2j6^&TOXO|-A%f5}CU5#{PK*}`FEip|&U*@luJ4!)HT_3(i zGzEP*x0|mtMUs$`Uv-RK>nIWe)pJ%pVybKG`>a@Nkc`KXKTY^rbN8LkeBfzUa7kCi@v$g1gb;uMJABfGMI0Im<}HG zN)*!Y@$>ryukvCln0N5!p-;>Cu;A4X=2~C|2_be1UgMSNygG2#3%+^1GfNIk#1o17 zcvF32f;km3ZftBxu4swJnO@gxWsJqtthk+?QP*0kI@dt2;PC;$8wd0dv&N@Q@cw}k z=BS=sCf{vG3Q_A&M@$Bhwk*8gQKD|D67L^VIs|Vrlc*truN~Bh)eM5K7>KE2XoKX% z-J$M3bJo}A;wR>;1NCQG*$TMUodsH+ir7mtOt%=INo6{@CV2*S0S|>B||r7FSlQvux9q)iEyk z#&Nxa3?ysSn@f(opf6G@zxQp3Z;;x3m#v6vklAPLS(rh7zxs_eOBm|4JkxyMiWCiU z{DX5=gc)Q@*OzvL>4_%XkRZi5cm0T$k%zvuBH$(7O_z(afR`m7j$5;Ump>*iSP}4Y z_}JH01iXy=XRipnJpQ(QBKg9qH#YqooyhMjYmInmKTN$~1iWlpO4ouB@bbeMI|5#= z)KR-Q3wXI+Ye&G#l2ddu;4I+fuixmFB8c&_H~AHL0O7jXQ7Yr#jkAE4^UPi}?3a;WsojnZ^P^ts4tz(vUmz~x2EU;gW&ZJ(# zcb|xQ*?)74RD==m(zBILgc0zv=ZGBvFDIU)72z!4_7mvb}eW5ij& zi->&f31Z%(%RkY*tNt^Me2*HAQ!f|+FLPg^uRTV<%VV7WkYNP83=i6~fR`ha_O*bQ ZY?9g~6NUOCy!edJ+*bpp*a0>VuBTc9n#O%eK zJ9)L~*w(|jgNKi&M+g2(%rv3G@n70{w)XJ!VmVft(E3Z45%4wfuL~#m69He7{JOw@ zU?I-03;Lr0U*o0;p^$lbwJ-r+(GF&@zaD-!JkX;>t6~82qP3yUw0XTc*h9n%T8}#_APHSL5e;w4e{HvgXc_GkdnY z*>Yyhn>R=H?16u^VwvJatCg-;p>B$5K8@RT=;Yzk!J}b$51*!ueZ72A@Wb7!xR)

aV_#3-j?Fw8R&3s|qK{__PkxGd z!sR`DJ@|`R`LXq#LWa@?`xpNg@YT6Oz}M;(LPg>aWOL1yEt6}mOj)xzg^Iwkt82c% z|K}7qi@JnyatawT=+AN9<`!CIoB#VC0=~L-4EUP0W8h!WZw~mH^VfxXgF-lkib7L| z7mb%sGhQ#g9>4zR`~1Pczo1F$5f@&UZy*+#y`*!sCzbou{#DDh4dY8%M z7Wi=d(*8QK@S6wno8p@uS)+%c!t+zLFKk$%yi;f%d*FK2lhCG#3$5aSuWr--zItP_ zI|%%16}*~xID0nxb?xr!8{*dxT7O4>`Ct9tZyxe*ihuqb^z;77Mt7ecIY?g4 z>mlf=goXB?dXAb8tY&u9PEOhgnz~UD4bh=}a7@HPY{Y?{empR7oDv`*5+N~?ASsf; z8Of0XDdB=tNR2c|i*!hj49JK~$c!v-MOI`(cH}@#+B~TKjP#R@W7UfVL6;KhCP#INF71dB3HBb|^P#bkn7xhpd4bTvc&=^h76wTm) z=4gSI@I))LMjNz6J9xnx?cswC@I^;-LT7YAS9C*n^gvJaLT~t?5Bj1X`eOhFVh{#n z2!>)9hGPUqViZPW48~#{#$y5|ViG1}3Z`Njreg+XVix={8*?xh^DrL^un>!|7)!7e z%di|PuoA1V8f&l?>#!ahuo0WE8C$Rw+prxwuoJtm8$V$W_F^CQ<7XVeK^($i{DLDm zieosA6F7-eIE^zni*q=S3%H0&xQr{fifg!z8@P#ExQ#owi+i|_2Y84_c#J1_if4F^ z7kG(Rc#SuBi+6aB5BP{r_>3?3iU4pP<)qUbo!#h!Mh73A!RQ<-9Ks_4A|etZBMPD- z8locxVj>n|BM#ys9^xYb5+V^2BMFis8Jv+EDUcE_NQKl$gS1G8^vHmW$b`(u0#{^3 zHe^Q*o_0a$g(Fl#v1WnNl9%zmhXbDfWLTj`^TeO20ywM&$=m1}IL??7c z7j#88bVm>LL@)G)ANrs#`k_AtU?2uzFos|#hG95HU?fIiG{#^o#$h}rU?L`AGNxcE zreQi}U?yh4AG0wBb1@I|u>cFP2#c`vcx3ahaOYq1XNu>l*g37fG6Td@t> zu>(7?3%l_X_FymeVLyJx0UX339L6s=f}=Qw<2ZqnIEB+VgR?k?^SFSExP;5Nf~&ZO z>$riNxP{xegS)tg`*?tdc!bAzf~RAryui+))HYQ4GaV z0wqxjrBMcDQ4Zx%0TodRl~Dy%Q4Q5m12s_#wNVFkQ4jUe01eRyjnM>6(F`7FjuvPM zPqad7v_V_6gBQHf9zN&*Uvxw#bVe6+MK^Ru5A;MY^oAe$pfCENKL%hR24OIUU?_%R zI7VP3MqxC@U@XRAJSJcwCSfwBU@E3zI%Z%dX2Bn`F$Z%o5A(4A3$X}`u>?!849l?s zE3pczu?B0g4(qW28?gzSu?1VP4coB;JFyG9@e}r7FZN+Se#QYD#33BUFF1muIELdm zfs;6e(>Q~(IEVANfQz_<%eaE8xQ6Svft$F6+qi?fxQF|AfQNX5$9RILc!uYAftPrN z*LZ`sc!&4+fRFfu&-j9`2!KxdbrGSR$RifD+A7>J2j zh>bXii+G5S1W1TPNQ@*%iezv`a-={?xF8i$BMs6b9nvEMG9nW)BMV%S71@v-Igk^% zkQ;fB7x|DM1yB%$P#A7-M-dc7F%(A$ltd|%Mj4bvIh02QR753IMio>=HB?6p)I=@R zMjg~eJ=8}7G(;mbMiVqeGkBmmTA(F7(F(2625r#}UhqbH_@D!P(Gi`{8C}p7-OwF9 z&=bAT8-D16zUYVk7=VEoguxhsp%{kY7=e)(h0z#;u^5N(n1G3xgvpqKshEc8n1Pv? z1%J%O9L&W$%*O&O#3C%l5-i0sEXNA0#44=D8mz@Stj7jy#3pRU7Hq{fY{w4l#4hZ{ zPuPRK*oXc283%9>hj19b;0TW57>?rvPT~|!;|$K?9M0ncF5(g{;|i|g8m{98ZsHbh z;|}iP9`54-9^w%m;|ZSP8J^<>Ug8yA;|<>89p2*uKH?KT;|snb08XKK{UanoAvD4u zEW#l?A|N6nAu^&MDxx7eVjw1BAvWS5F5)3R5+ETGAu*C5DU!h%$&msn;eu31jWkG$ zbV!d3$cRkHj4W_PR%AnVnV z#$p`CV*(~(5+-8`reYeVV+Lko7W^?Ab1)b4FdqxB5R0%FORyBnupBF}605KpYp@pU zupS$*5u30XTd)<|upK+F6T7e*KVc8{VjuS7XB@ym9KvDzf+IMJV>pfzIEhm@jWall zb2yI+xQI)*j4QZ`Yq*XZxQSc1jXSuDd$^AWc!)=Mj3;=CXLybmc!^hdjW>9UcX*Ev z_=r#Vj4$|#062x=^^cGU1-*|M24N8n;Sm855ebnI1yK zq7Vwh4els{q9}&qD1nmD`=ft<`?e-m#DQ<$*2)z4#=TQ$T|sFV9T;>v6;k`ufAxPM z^dJBBe!a%u6yNyvZAd-5qRq)UEKfMarNZ~ojdb$9A$hw@LI&fJf7b>x|ccL=Ny0k&mLbt%hw@g zBo}u_8Ta-&o}(y_$I-?_HCFE~#p806@#h(_dyeJtIOr&u?S_vi6C>R2P%gZTHgJ{@!{=jL_(3XjiG$4Cng-MPWzbJQ_O(v}M;#*%FTSsHG#7VA z9gj~e_2N8_?_0+_4-YN*#NTt&u}8D(D-%X{ad*`5Q>ClrGRJUnca+g(!QfOIc|49f ze(t~Z#w#A*pFQ@jmHt$|m@e)=YFu}u(vo%jzVAKu2pwtN4t}nqjitBe+;WV^^`pnQ z2QzB{pX6L?%ddMusM zJHrEh?~ficUfU7AU_2N1Zyh5)AGi5UT+XlmBID9@)8hQh^Zef9y03Oq9`pBp)Y$dHuxif|xw!vP z^99a*Ad>Y{Ly2iu*)KEXMH)! zIBVCcUiUb^anx~O!r3{m>wPZ=9gFrE{QeZ5k2>18ao)DW^O@g&wb3cd(W8f%kB&NC zuhpUbUOvxt)UoWtpFg$XIP0jR$No{r-?9E2bv!+5YSAYAd!;{X{Ovz)t?fwvyfx~y z;jYU+*K+^XF(7xc*eSo(a{r^pRx3*0U(e(F)-iH}5&arC)pq~AqpyFH!j-<%a{q6~ zpQ3t({e_?7DC5FWvoo$^z5L#>#;Le#JF?yX?6KtL2;0N+JRD_=6WyhBSGKdGjW0qa z3ptb5kE4udm)=?ai238FW8pN_k~*^;9c7FWEmqUn0kz!!Dx?3M+`r`F@jB`_FueEJ zEX+Sg9o<}xjqJed)ltVLw`b&;!sBz)@%@UPM;EYt9d(>uv3`SVtUpH`!?f-_y{o{``B5$={^^Jc^(9y~a#uTP zSVqp59c8>Vxbt~k$2#g5qx*%i`u78lI!1aNvxg7!$kE1}{TtTU$?Nj3Ha2KJb-_IL z!;U(>neX*_H}la^$5usS%=6*>XGa~Uzx@zX{~p6p$CjZc4C%t-`?JQs|MS+s|Jk+h z+<~>uKmF&ef&XI|KlJXcA$0dvZh^eZ$;l6Ha8lO)E|KtmuDiKKE~3K;*LU$p;155z z!AaTtoqzY=cJXKb-G9H%fB&EUj31A~8;wv2ZumWq^MCq1-{W_Dug5x?=lH#T*7y23 z{yZi}d|bPDT&wWCA7Aj#`|n+x&Yxrr-NqzU6t3X8ri#dpzDs{G8wWm{;+4{qa2? zPjr5s6aJI!@6DfUgi83m&*3bpE~*uJikL!C$`@Zg5gIkKsDYyWp=LZg5gIf988VE>|9tGrr~V{kzBI z#?SgaKl583LnVIC@BLlh>$(1`ZS(Kek3WxlH2mO=M)+@@%P#)@Dtzysdz_#7NBwMP zes**?;X3nr7k=bA``+v7d;h#YVtf8?THm9YH-7L&BUFMLT;Yu9aKe8ww~q7Yc3~C# zF&cjGMk7>$8(iUx=y1Y+^0WV&zw5{E@J1v2H$TUpzdss|`t!c$V>{0C+=W$e^ymHm z+v97*HmL+RxWXCH;e`MBwe}aeUmGlV9R$yTA3Fzl**Wz81kcRzvuY9ALIX)pZ7i2vHe;9Th>qT^Z4)fRd!AU=ioIEyas~T zK=2v}UIW2v;NP!-e|+yY5`VaO8;`ag?R=g2GH>7;w?F0`+%I~sHss$Qt6$-OukO=B z2ey>@5Bhh%dJ|diFNZ}q=${HlKt$-VM@AGxMKnZ548%k%#6}#%MLfhu0whEtBt{Y> zMKU-eIZ_}cT#yQ>kp^jz4(X8r8IcK@kp-^EifqV^9LR}W$c;S6i+sqB0w{<=C=55a zqX>$k7>c6=N}?1>qYTQT9Ll2tDxwl9qYA2`8mglPYN8fuqYmn#9_ph38ln*zqY0X# z89dM&EzlC4Xoc2jgSKb~FLjk|PCD!Ud_28flOg>5v{7kP(@X8Cl?ptjLD! z$bp>5h1|%4yvT?AD1d?}gu-xxJBpwvilI14pd?D6G|HeX%Aq_epdu=vGOC~|s-Ze+ zpeAaeHtL`*>Y+XwpdlKeF`A$$n!y9j(E=^uiB@QhHfW1>@Paqm!v`JUi;n1o&gg=! z=!Wj-fu87v-ta>o^hH1P#{dk(APmM348<@E#|VtXD2&D!jKw&N#{^8oBuvH>OvN-z z#|+HGEcjzK=3p-7VLldMAr@gVmS8ECVL4V{C01cI)?h8xVLdirBQ{|(wqPr^VLNtU zCw5^se!?E?#XjuE&p3dCIE2Ia1xIic$8a1ca1y6*8fS18=Wreua1obq8CP%>*Ki#- za1*z18+ULQ_i!H%@DPvi7*FsN&+r^C@Di`^8gK9x@9-WU@DZQz8DH=f0nmY8X9Xb< z3ZW4OVG$1D5djeq36T*6Q4tN%5d$$13$YOgaS;#kkpKyi2#JvdNs$cBNRAXp2^XY7 zYNSD0q(gdSKt^OjW@LdYvLYL@BL{LK7jh#H@**GdqW}t`5DLQ$?kIwyD2C!Ffs!bN z(kO$nD2MW>fQqPu%BX^>sD|pOftsj=+NguNsE7J!fQD#<#%O}3Xa)~7M+>xsCt9I3 z+Mq4k!3*AK4vC9|JHDgD@CFFciZu93wCi zqc9p{Fc#x59uqJTlQ0=mFcs4<9WyW!v*3@}n1i{Phxu55g;<2eSc0WkhUHj+l~{$< zScA1#hxOQijo5_E*n+LthV9sao!Eul_z8Qk7yGauKjQ!n;t&qw7aYM+9K&&(z)76K zX`I1XoWprsz(ribWn95kT*GzTz)jr3ZQQ|K+{1l5z(YL3V?4oAJi~Lmz)QTsYrMf* zyu*8Zz(;(-XMDj|1VAVKA)tRa5(=Ra24N8n;Sm855ebnI1yKq7Vwh4els{q9}&qD1nkFh0-X4vM7i0sDO&7gvzLbs;GwQsDYZOh1#ftx~PZx zXn=-jgvMxsrf3EaG)D`xgeO{|HQJyp+QAFnXb&HBfG;|t6FQ>{x}qDpqX&AT7ka}F zeb5*E&>sUZ5Q8unLogJ>FdQQ=5~DC0V=xxuFdh>y5tA?(Q!o|NFdZ{66SLrt*_ea5 zn1}gTfQ49u#aM!+Scc_Tft6T=)mVeIScmo4fQ{IM&Desi*oN)cft}ce-S`Q6uowHV zA3x&&4&o3F;};ykQ5?f@oWMz(!fBkrS)9XpT);(K!ev~+Rb0b$+`vuT!fo8aUEITc zJitRd!eczaQ#`|SyueGm!fU+2TfD=2e85M1!e@NJR|LQ*G_QYzL@0zt7=%SQghvEK zL?lE;6huWdL`Mw7L@dNc9K=OD#76=oL?R?c5+p@3I3qbyASGOo3aOC>X^{@;kpUTz z37L@vuE>gP$c`MyiCoByJjjcD$d3Xjh(ag~H@Kq+ilP{bqXbH#6iTBE%Ay>~qXH_T z5-Ot#s-haIqXufC7HXpo>Y^U%qX8PC5gMZjnxYvz&>St$5}s&<)@XyaXa_HNqdk1k z0lw&nPUws-=!$OWjvnZVUg!-!^g&cP#W|eE1zf}>T*eh##Wh^V4cx>n+{PW;#Xa1|13bhdJjN3| z#WOs|3%tZDyv7^6#XG#m2YkdQe8w02g(}M`AV0*dZw?*H)GUS&}`OM z=RN53wKSXcb^7LX`l_1E`igxEI(>c3W_|6xC7r&~X0yJE?@6bxx!J6*=eMHMSKn;b zSN2=e>FaPd>udaN==2pioAuTHwsiX1oXz^We>*yTmCk0}0>Fz-U$3)Sw*~N~(^u|n z)~y2C)9Gt?HtY5QK6LtOp3Sjwv(U+pPSzl+&PhXneW_`u6 z0DT#HoAtHFg7jtSZPr&I3(=ROw^?70EKFaX-e!Ge(v7|Xy>7oSOXzeP27d{Xb!&#% zLT|Hf*PvTR=lO}kh2Cb})?uE|+pJqX%olo_b^C_}LT|Hf39(SAG zr?1M|9JmhY^z~Vr1J@y)zEW#*;5ww!*KBPLT!(b}>aERz>yS=g$F(_d9n$G5x;6){ zL%MCSIdC1)ZHLW)>yvH=bo(#evP-uo&~3nU>n`1Heal1#S|(=8Kh-bJTd zi|IBBHt(j>?Z$L#1)G1O(=Et!y9Jx~(CM~hx&?#Hd+BtmGToNJ=6!U!eVK06VDo-D z-O|jT-e%o0O}9DIEgfvuZPaw@Gu`IFX5Cs%w?osdA8gj`)^v+B-3~(AMYn&b#i(te z+d$L~lC>>#Ylu3GHfvkxb`f(&)b7;VH}0g3)Ge3*9oKC8N#SF1n3|C!=ng5r;7Zbo-3Bj3I+$-BKeS9Yf&l zHU5@$n~nH%p<%Oby^(+}3~bizI1_PH5+CnBL}r^txS&8@e-EG!C0Mq)_cDFeUz1FX` zyUk(gwXU_@T^N_a7pbru9fRc5EU!Q(*qnytmFNtc)3Uq@U0`!MmRF-IY);Se8gzrr z8CYJ6?yxx{%j?hsnV?&C++fTM?Idpo$yrzqL4S+UW>=O&(%)vZIV;Pd=sqS> z;~vJkj5;6MORh)OIgri!=-KsIY#HmBD)kj+|`E$DR)WV6;~ zOM0CH*{pTxNw0ID2#k6iltV;l?w1deBeATxUja5pW?6H;B5aPrvgUpz*c_E*&Hc)- zIU38F`&D3bbe1*utHS0OENkvpgUvBn*4(cSn`5!8xnBb|$7We`zb3q}5V|FrH{&84 z3zFN@ErxEFX0s375}cs7xdYu&oTRtemu?wO(c7&3_;Q@4w^{q~6*xn0v-aaFahBd@ z?Z;Q)9KFrjkFUmgdYiQ$UxN$uHfuk=78mJl?m@Q>m*{UYCJn(ci}4nckxK>1w^??k zFU@H49hQ^RmtnM7`|A|+Wf^VOJWWYoj?re#Sr_{9j5ce|rlPOFXtU;QYWj+dHfzqN zp|8Yfv*v7C`pS$pYtE*lufk}v=4^WUs*E;k&Ss#m#%QzVY({#`Tbp07oQYoZ*5;Qi zXQtP@t;l$oaTF?%e_hxo6ujSn*(h}y~m?%sqLuuc(g5T z*0$4oJld8vYuo8P9&JmTwe9pCkG7@F+ID)6N88e7Z9Bckqit!kww>PN(YCZ%+fMKC zXj|H>ZKwBmv@LDcw$pn&+LktJ+vzrPsE!S=(_Qy|$%pOQ+jyx-jbYbh_EgoXVf4E0jR%{D)9bo7K5QOAuj}3f zuz4iCu7ML`6x-(%+h;x9X!2?Dh9Ft{(KGZL>220NRi7(vqPJQ5RDH&{ncimYQ}r3+ z7J8etPt|9PTj_1qK2@JFZlkwZ`&50#xSif+?Njv`;|_Y8wNKS&j63OV);?9AG47(b zS^Ly$^t$RJKUaw!9_1euyuh*~5dhKSS*X!42y>>Ix>-B51 zUb|W7_4>70uU%Jqy?$-hYd0&sUcWZ$wVRDzuV0(>+RaX{*RRcb?dG7@>(^$zc5~9} z^=q?UySeD~`n6fF-Q4tg{o1V8ZXSBQeiPvu4=V=CiOJW=F@xkJ^f%~Z(c7Gq{w95F zdYhBc-=dF0Z?iM~ZTh(MHYcaQLm!Xc<`ndI>EqMetZR;Y^aCYV!$}wLjIls?8@^*8WuIsy3fuS^HC+tJ-{;W$jOOu4?lcmbE|CxvI@) zS=Rnk=c+cJV_ExCovYe>o@MP%b*^gj1(vlx)w!z87g^T+ROhNTUt(GNQ=O~Ye3@nK zPj#+p^A(o0KW)Tl^Hr9$KW)rt^EH;WZ*9Uj7TSh-U5#`&Y^V-z=j-|+MWWCpDb7^{adcD_Za~b*~^m?z+=Cbrf z>GfWt&E@Ee(d)fNo6FM|r`LOpHdml8L9h26HP`fBh31>)n%=9>e6v||P487`zS*p~ zruQl|-)z=g(|Z+~Z#HYL>AebPMw>O)CeUlX*{r!Xkv;{Z&6;bI=r!ML)?AxRulZ)P z=Gqi`%{QAh*QU~IzS*p~HjQ5M&1TKD>GYa!HfyfUpx1n}S#xbBz2=+EnrpM@HQ#L3 zT=S>be6v||Z8p8;o6VYQbLchS!l5a$AUvAEHAs%YvInxl=7=meM>g0TiRBi^4x1yh z+!8rpa}<_6krOsYWw{k{!RBZzw?=N*9G&Gh$OD^Wu-q1TVRKBD+aVupj>WPU^26rX zEPJB>Y>vZndlZDtaas03A=n&`OF?}pg~L^hN1y)_V-g>5I|ZtoImJ&=;q-S?@8dq%T2lv)*G^MPHKMX1&L-n!Xgh z&3cbv4Si{PoAn;UTKY2dHtRixb@XNFUy{4B9k$>Vxf|owAo(?Yce-t``3-#!y6v#} zEqzbA9kBTweJ{G5u=zcGZ@OKu`2)Ql-EP?Yk-iVzPq6tDeP6mgu=z86Kf1lJ`3rr2 zx_z+uEByev{jfQJejwe?u-S?AIEd~5Yz{#`nC>8K4oN?R?htGaML(48F!b+Id$3%B ztbdEzlUy=L*1tvVMPG{EX8l{#-t?vEZPvd<^`kFCZ?pa_Y9IQt^fv3?qV}aPM{l$K zEowjd^7J;l(f6mXKz|#0pD#My9kSlrixDK>rPq6VG3jl-N3ZwxV$s`tpI-0n#iqCU z0lnVai$iboLwdcp7nk1VNA!AcFCM+kkLmT^UVM6+pU~^Qy#(|&Kc&}udkN`nenzkN z_7c(C{G49z?Ioty^{1{w7trbY^E!E9kgV&^8}y6lZPxYYP5Q<3HtYKH7X1=>n|1wp zn|>+1&AR@)L%)pPW?g^kI&?X`&AR^7b?6Fun|1xE>(G_-HtYIR*P*NEZPxXtu0vPT z+pOzPU5Borw^`Spx(;1SZ?mpHbsf5n-ez5Y>N<2iz0JD*)OF|vdYg6qsq4^<^fv4I zQ`e!J=xx^Zr>;Xc)9W1MIs1h?Y*(FwyddWdl64NE{cJvZo14>XpQ~e^%`ND)pVe{D z=9cu@&+0g6vnRdwvpNpi+=^cNSse#$ZcVTKtQ)<}ZRoY1)p5|~w)EQ1>Nsd~J9_PB zbsV%==OEh8>Nse#&Ox-F)p5{for7pUtK*=}ItS5yR>wh`bq=Eatd4^=>l{S;Sse#$ z);WmwvpNpitaA|Ub9EflXC{*vU7*iQCNriAlJ%L%6uQ)~S?4fQ>C(VvozG08)8{5O z>l|h}ojy0QS?4e_==8aX%{qsfNvHj(%{qsfMW=nM%{qtir_;XGW}U;#rqjOFW}U;# zq0_$AW}U;#rPIFEW}U;#qtm|CW}U;#r_;XGW}U+aRd(dUWa(bJa(`CmBdYfC& z<-kgMn_JT9yF9DtZT6(o_j*>-+uVvy-|JaJZ*yxpoj$k`aZgJgYXnw_paY}RL{Ip};~vpzG;N!I~3>oe0_biS}zpPA;S>j<0mnQ0!n zPOw>@ndYVI44d_tX+F9xuvwp(=BMiloAsG#0lIFmS)Z8}r0Wiw_4#Qbx*mAJYhyBW zUh|T13Un@G^DDZk(7BAwuj!^i=Q1|Gp_>k!%h>#uZU%HNWAi(@nb5h6&F|@ELFY0y zf1vY+&Sh-=NH-fgm$CU1-5ls##^%p-bD?t?o4?S_gU)4a{z^9=I2)n(b2$1@^tzU?IXwMndRFrZ}Um|iu9A{Z9YX`iGDJ@&8O)r(@&wd`3!v(`l<9bpQW!# zKaJkzbM)2d_1T8a=jp4{>$44;FVNSZ*Jm3xU!<=|ug^AYzC>S(-k;v)%k;JB_1T8a zSLo}|>$44;uhQ40*Jm3xU!$)_ug^BL-_ZWUon`GSw9hCKBx_%xeMV7wo3*ddKBE}D z&DvLJpHZCNX6-Aq&nQ7}v-TC*XOyJ3S^Em@GfL6htbK*{8KvoM*1kgfj572#Yrmm= zMp=4Y13h5wb!XHy&_i;MAX(QykLY_c+N^7!$Mn4zZGO%26Z+naHosx{DZL+~&2L$L zM&F0g=65VVr|-*X^Lv(G(D!4s`2))@>H9O<{E_8X^aB`e{>1WY`hko#>l)|{{UAo0 zbq(~EelVlWx(0ejKZMa{T?4(RAIfO66Ws?4qqkYtKp!!j-ez3`eZmNOn{^HJ86)X6 zPj%j`xvIIDl2P;1X3b3(I?Yd;H8)eyX@1(QxtW?y^V4R{%`|kHpEhf5rlr&Tv{`dA z9i8T<&6=A!Ki2%TS#wk8%9@`?p!uSCbCj$(qPb%8F?!7r%@v!E(`$}suGoBnUUNiq z#paXrnj@MkHlL!`9MN2{`82)eh~|pTXXrIYG*@gsORqVixnlD2BbqBVU!vC>(Oj89js{(?&SZ=ZU8CAOi!KIqjcT($T}=4X+dP{t z7G~4iJclke=FrW#aq1z9eH`9Nm`x!QGp%0)t0GqecJ25{G(%Za^J_P+CdYiY?honDDZ}SfN zQ1rjh>$s-(_&P(!HND5zB}mq>Oz-P;h0Qva>3zL!uvy14y|33DHtSfX_w{*+HUn{_PH`+E9J#bzDLyy*0q zip@HfdDHcW%{rE~ryBs9bu9Ct8wi`7SpOa92Ek?>%Y5ku!)6`JI?@e+%{s1iq8kd$ zEzPmZ(0tOox)LO7K51TEh0U5znpf8tZPt9!yt>Y4v*wfL)eT0QHJ>!EZZbw;49DYZ zhN$H5j2=O9H2Mg1&0%wN`iOKbU~>%mNOUb>b4>ckbe^y|7JU@DRj=UyCI7dGp;mw?uV z&3f)7p><)io_i^1UD&MWUK&~#HtV^Uf!2l1dhTVRbz!sCLpf+&oW)r3Qs(M8@;LIc zAo)D~c>3k^HeaBhK)-_C=8N-Iqqq4w{dD^E^fuq1pFzKY-sYS1GwCND(*sN{pfrqeJ+q5|z!DemK7I+MswM|>% z32fFj^~6)ytZmu~&tS8*X=^-(&Dy4I@B%h#o3_PE*sN{Z4zFOdwy76h!)9$$Z@huc z+NSOC7B*{}`rsXG*7ogy_s9%wJ8ict(Du@{ve}hoZ7*#ro3pa4?WJvHb2gT>y|k@t z&d##7*C^PWgJo^6(Xcru%i3OJU~?{(wY|o|=G-i6dyRw5d05u=(zdcWFU#6q+EzB_ zV_Dlv+sfwrENgpdTiINIWo<8QE1L_ltnH<3Wpg2xwY{{hY%a{QwwJb*&2B7fduh9A z9~8j(U^hnXcbw?D2g%y+grM)iXtVY^A?bTE+N}LfDEeNEHfz5VnqKb(+pPUg7saxO z{w}@EI#xWVzejJgjukKH@6+3?W5rAQ2lO`USn-PfA-&ByR%l=Hh~8!$E3_|pOmDM} z7220Pp|@Gb3hhgt(%Y^m6v?*O!*sM9*j4m8()|~aA)3uY$nzPO6bnRrb=4=Z(T|3#VIjd_XT|3#VIjd`? z$go*+R@Y2XV6*0|u9>33X3g0)bkSh5=4@NK=&)IHwjEsz*sMA0MHdq`YtDMp#e&V6 zv+e0(!)DD{AG$cOS#!1nU0m3#IqORo4>oJgcBG4sjBMk}EPp{J@)bs1W80jWUf0$E zusI9;H999on_XGHPOocho3pa4YwM7VHfLj5*VdsJt1zyGt_P|zu7j=tY_3MP9=Zmw zxjNkj=o-N08gv_>YXF;T(rtpS0c@^Cw;BHQHrJ-x0$l^xT!(HebPZs0UAk@1HGs|a z=(a=G0Ge|}7%M~btSDoZAX)RQ7+qD^ta+yE(`v9;^Gw&L)nT*dnXXT3z-G-eU7yy3 z&6;PrKCK0tHP3W?S{pWNp6U9u4s6yu)Aeax_#z3*Ef_l@DY<2k+==C6^q!11cV^j{ zz7?a*U06;|-OsfJ1a$Qob!A6d#Pl{dqI&?XUz;1#J%paC z%}wZZY}E6%xhb8Fje4#&H>1}zi^;~UkPN!p|o_8)rJzqWV+|cvY^R_t; z%X+?gt~TdoS-p-r+N|THp0A#(%{pG{`RcjatmCDgub!*Tg;>_})pNDE zFw1(rdagFRv8?B-=Y12|QJLp{i!leP1j)DQa-u4|&00@dU)AVs);iPrs!ngS)|u9q z&N*z>I@9{nIfuGge+eDpRKqu2LM^3&T~oL=8I zDL`*?33`3sq#(V`CF%8jlS1@1m!jAAO$yW7T$*0rH*ur4xeUF&Z{kjGb6I+Q-=qlr zB=P~aQFlxxA7tziBu}9~MAs8GPo+Oh*9$gJqyL4jH*B6xe}v8tHqW3xO4kQA&!j&_ z*B3U=qCZa84>tSLpP=gxn`hIXq#FR6=g^;`8wi`{(x0Xq1e@p4pP?HJo9EM?r5gg9 z7to)h8w#5j(x0ar2AdbrU!WTfn-|kxq#FU7m(X9L8;LOF%Zxgg4@zv)@@buT{bc1p4drI%l^zBK-||owM7l^L6bXb)c8EN1e0Vtn(=CA9c=dv(BBgf7Cg<%{q6|{!!=bHtXC;`$wI#+pKdZ?H_f{ZnMsv zw13n&yUjXx(*9BB>^AG%N&82gv)in5C+#0~&Tg~LqqMKo`Fj#_b#e(aHw6Y^`uZR{(alHZWG2g%Rq-_q}( zxA{5!JNljUHou^MPrr-a=9lyz=y%iG{EGe~{ZI5Zzo!30zlYxDH}s$B_tM+^mi`O< zK6;zq(SN1iPjB;k`T+W$>23Z%?}P*NHh-iGfrIomf1(SCL-aO(rVE9`^!iLY4>=2? zKGV)ib`6sCnRY&U9Ybx_XWIGcbv(6MpK0qjs^h86`b=BLQ5{ch)@Rx}j_P=7vp&-< zOt0gq&H7B+jb6u7oAsHtJH3vlHtRF(BJ?_*+N{sCi_+_OYO_Am)^SwFQ=9dfwvMAZ zp4zO>v`f(Icxtmg(=JJ`BWk?FTCa$=VlcKUk5`X6*~LAFRY^v-XAB59(UdX6*~LAJlcF&Ds}gKd9?U zo3$_0ey|#&&Ds}gKdAkV&Ds}gKd60>&Ds}gKd60>&Ds}gKd60>&Ds}gKd60>&Ds}g zKd60>&Ds}gpQwFMBgR|o7aO24S?^ml43eAB>$uklHaDf$F;Jfe*xZa>$3T5HV6z9k zj)D4Yz~<)kItJ>q0h?RU>lo+(n_JTB7}y*(d(!I|*a9}UqSrC7C2Vd@uVbJmY}R{M zItI3a&28y*3~UXX+tKS7*akLx(d!u47B+j+>loM$Hn*qOG0+P(`_Stc=nb1Y(CZl3 z9ya^Z>lo+*n>*6$7}x>2#?$ey9b*&dIOi24H)UDJIbFZo+>B)%=XCvUvj@v5=ym;W zb90tc((C$NuP?pM60oe-lwMm2gJiv?^x8^9Z?j%gdTk}9w^^?#y|#30w^^?#y|(l` zZPsf_uPr@ioAsK~YfI1BX1%8L+R}5jS+6O*w)C8B*6T~JEj{P!?6Vdl4fzJ+5~K~1 zZ_+JAI(nOL(Je!IdYf<4Ek_1=oA1!AKt_6-@6xSACVHFi(XB#edYkXltwt7ln;+1v zfh)bu59!t-E4|H+=++?{z0Hs5)+0N;%}?kyAP2q8Pw6%yC%w(j=r$o2z0J?*HX}Fv z0!DrB_zQU<`8xS)ki3Zg27Lg%&Dw4^>7Dp@wKi)T-l7gcZ?m@HZTgV(HftN+p$|oG zv$mnWcdYL@*{p4-?;Y#AO*U&A>U+ofZj;U0hWg&IzT0H8wxPavtnW72tZk_89qYSI zHftN|d&l~2lg-+O`rfg=+hnu0p}u#l?>5=2ZK&@Z>$^=hYa8l&$NFxQ&Dw_g-m$*h zWV5!RzIUweIX&m~)Ezp9d%>t{Xr05^{E|-B&^m{+`4ye6p>+;tv(CG94XtxHn{^JZ zYiOOr*{pMLT|?^}&Sss1>l#|;a5n24ydT`?ZPqz>f9M>}W}Sl%KoNSIbq+odMd@wU zIrt#x9L{E)gAazz;cV79_z>tE&Sss14@F6Oo1Iu5Mz3=?n?tZXoL=W}Hiu++1brDs zn?tcYlD;hC0Y+^@ZOenuHq^GX`4G$6hT4`kA7)wGP}|bxUs%>Q)V8$w2+P`r+LksS zWm(%$+tTJ^ENdHTTiUGmLbMIFEp0x*vbLeNrOhW<);83(wD}av+J@SeHlJo$+fdum z<})m78){qHe3oTxLv2f&&#|m+sBLNUd6u;ewJmMFz_PZXwx!J%S=KhxwzT;Y%i4z8 zmLnNcGKR(|vI}FFAbB)>D!Q<+c?^AOx^S?0EPWcf@UVFteOkH*uz5UvI=YCkc>;ZU zx=65jB7FwB$k2IfIhKbq>Rh!vd03FFbJYs;!x?SXxoSoF5sWtLT(uJYNJg7=u3DLX z6r;^LSFJ)nn$c#Rt5&5S!)UY4RjbjDWwcr6s@3VoG1{zi)f)8U8Ew|NYEAkHj5h0B zwHEzEMw@l6TAO|nqs=;3twTSV(Po{i)}`0KW3gH1s`cpg?^tZsxoUlS{W}($b*|cg zUjL4zA!B{UlZ=g^>y=YMa$}Zt?Q)vY<|g`c^k*1tZmK^=f0of^U9;%gLa*5GqU9;%gzYN^F4q`s)-{W+U9L0QtZNosyWC*3S=TJOcDc!Dv$y^n{VhhD+w0HK-)6MgM}Lm~ z4x`N-^yldBGTQ8`KSzI$(dLf&bM*HaS2M=sb*%NYh8&Bmbz}2d`q=bZH#V=Mk3+9@ zWAl3Yxb#{#HgBMhN3V5b^G5pk^jbGIZ=z2?uXSUyJ{wO+uXSUyJ{wO&uXSUyJ{wO= zuXSUyJ{wO$uXSUyJ{wO;ul3Xk+7At8>UR%kECc<%5kYcUmi7BaGTK~@ zW&OTUj5e2NS-)>IqsZIf!SIR(A8Np;w)Ym zjtw^J7_M!iV}s2)hHIPX*kH4c;o2rTHrT9VxVDLo4L0i-u5F@YgUvdIYn$lUV6%?l z+9oYN9U^za0c1D{QvYdcE2cyl4SWZZvlhNkIEGMGR#c1;qmJ`$G zW?YI%(E0x|Mr}Wx|J%HrPTNxF|2D6n)ArN(zs)P@wEcAcZ}TcTZ9kp=+q{}i+fV2J zHm{-6_S5;l&1>nj{dE3s^Ex_hzy9<#ucy=Y8$fUK20CrOf%G!S?lpEz1F48T94=GwJvSedOT0Bb!l_pbrikUrOkoYQS@4uHfudzqSt!; zz^Lb~=l>CUu6oWke_~nBRnOVx&n)Y?>N(r|g=IZgJ!hNs?-cc1^_*?izf;t6)pNGl ziN~qus^@HT2zou&3-mUJq}Ox3NN;l}dOcS?=O+B9L*&GaO>vl22OaznnfBz0G^+SI}ptw|O7^O8Ol1Ht(ljMW2)2=AY?T)90eM z`2hVI`rPz3AEaMPpNHONZJ%}YdFgG|wpvgBf7pBP@TiVu?N=B~GC?L8FkwUnlfjr| zs3sVZa}+@Yjb=o!$jN}n7%+&OLF5cF8D>T!1PFy0atZ)|H{ZK1yc{l>QT)mHi|(r;{QUu~oRd-{!S?W^td zSEAq8*1p<7e`WfOZS5-?{X%~mu$1;8`t&p6GTMhfXzORh<@6t+-`LjAh%4wnO24tK zpAj_&j?r&y>t{sGhvW1c+xi(%^Wg;j#C`ZXV}&~I#ar(g5oD*eWG5BfD9uF-F7 z_oQF*;X3`BiDB)3&4Vqpwa>NhjqR=UYoBZ18{6CH*FM+2H@3IauYIn4Z*1?NU;AA9 z-q^O$uYIn4Z*1G?*FM+2H?|%0YoBZ18{1*@YoBZ18{1C$wa>NhjqPyywa>NhjqRQE zYoBZ18`}}|YoBZ18{50+*FM+2H@0`vuYIn4Z*1?OU;AA9-q?<$U;AA9-q_wtzxKKI zy|EodzxKKIy|EolzxKKIy|EobzxKKI{R3VH!vnpBKBPT_SG{f;+mGlEqED}z#`a_S zhtj9lO=J5B{ln!z{&l>XuL>2=fCen$TY`t-VKY(J-eBz=0_G`3&RKZ-uRZW`M! z=^ss>UN@te+iTtjFxME`Z)kV^pdCxU{?4ikFUGcue*K+QSNe@@H~soMt8Vlg+xzI( z-&yIi_>67+*|`4BN}tPTZ0pa)^>Seav(o4C8QX{G*WX#`bNP(z!}RO# ztn|5j#`Y2V^>(&zFS+o$N)-&yH%`Hbz;^y}}e^tpVm@J}9~zlYR*%M0}PkjA$5VLqV0 zdo;GS5A)Nnzk4*cwGRu>ufKaVwzUrn(yzaJG`6)53(>E?do;GS55J*bfA?r?YabS- zUw`*#Y-=ADpQ_h@WuAC{tDfA?r?Yaf=TUw`*#Y-=BWOTYf^(b(2LEJMHk?$OxRKKzb;{XJwh zpwF$I!fSS*&!?XHK|2TU_4(A(cr~_j@?M`$J)Ku$+r)c)KJ^SvJ4u@@j17 z;=Ml8aTc$}c5dG5GaYC1YHa7>y*`s|4zI>`Uf%0-ujcYKKE)Kuf}$M-s^L( z=JRT77vQ}<_i6#J#&$v8>vOL{cr~^Q@!mxLLSBvSZ+P!T{~}(E?ZUjzMgL-6jqM`5 z&rSalUXAUdyw5}bQeJfoWG7#0`)c0jpsj6cY-`@w8*w(zyO~1COv8{QZhkk8SV_Wk+Fa6r4#sD0R%SM5jb!+syMwePeK z`}1mSYu{-f4&c?;*1pp|)aN@H+uC>9hd=RZY-`_X9}eQx*w((&J{-)ev8{cleK>?y zV_W-9`!I-CV_W-9`*0|)#@%{tFf(pr+qkvS7TfIPW$j@UX5+-NA1J0yuNweVAq@14R^gsZ^Zfnq zt_ebqK;R1+00I9*&%YZdA;w53U4xlpLdi-fIU(rupQu+jdWC|7*6;t9_i6F=pKd=B zobd!6AU=8MKYcz4uAk2HK!AsC8*@H3OUPW1(7FeqUm)-W4S;~+zyv&j2l(Icc|z#) zPv`P6^A5&7K_DUYZGfDAs&gp!hJb|B#}j!TAU^&NM0T56en1Cnn0P)fBpWYXY{2&krd_e>7 zPi6gY-5V0l9Do21-8SUVaOM*VLO?JG0)fC6e2TuF-0uO-GhR3d(c=OE9=dJN;XLod zL5S`L0z7ova7{w#RUDm6;A8arE4>6+|3v1;>d=63{^?i=HP=7$&0pCk1igbn5C{am z;8W%j&i$bvq2(Sx=D$m}3E7^&1DuD~;o$$I%@W#H2`%s6;m`js**h5C1c5-{3mO0c z#eoTU0uK-$ZXMvda1aVYKrjdbfxs6u00N2w6YvBcAU?7`<=!C12n4?1Q{;qje=zt@ zm6wpZ9blf}AQb$k&-?#2{e1CB10bL{Fab~C0scOg620O>(qF2(rEwm&nA5qXdos6N zd+m}~y;fnHq@_{?yJmwPr0Wa_vGcC@21#g?Zh}#EAN(*1>DlMuv_|hxg|>~w|w`+ zC8L>Ba^~~(6_>2J=n}v4F3G_>ww<=imnZF#{Fq&SJY<(d`;Z$Qhlbo+8Jkq$-rF}^ zGMoEILBy2at-Gnb5G?gNkFSGP;< z?sCb4Z7%5>?2?#@c3JVnCLz%_X|&8HD##|)nsNX4ad?AXD?wJ!8T~q;-wJe_xHt|~ zuzBoPZb^~cEqQLaWcm@8ymGiCd^7SlxMV2ve8wDSaeoEw-?_>zNtj>wGP^uOhDLGh zckP^AmVu_=7Pg%E4zsa&O^_69$M(M974{zwFH?e^_#py6+`$j$krTrG8o9T)r1vJ5 zG{)X#H}L*fyJQUIp7nNlf-ceMGL^Y#tT^P7VlI~~L+>xRKJhx2q(@KNQoEE5vCBpH zc6I{1A8MChyT_qWW_Xs!Ej7^R#R-=r!midmF3IS`#x|Ff+=fn@?UHPhUD`7KNycu@ z*v}bT!!gD!UsQ6-k9a9_;uzer&wfC8bxx$CdOi zC!Vp-Lj32u5L?Z+OTRgGxlCLZnG}bkIo#5dJkuCne20xI>~u+GIA4F5OS08-NlP#I z@z5q655T!i@NJe&&J41Nw1bN^;xHuAElW4LrG8JhoNMWpH_9!Czi~@iVzd&xHW8!E zh|S*2^&2>DBEHMOoo3{pz*F$!gk7o-B9KUg8ZNJbcH)?ZiR{I9LrH`~VO9h>2g|!8&+&3Jz+-VE6QJp#b)(jsH?G zrzXs&5%RW^ZwsGx$xrB67C%-wf=&m?yKdqp#x4W!WtQD`SsEUPsk7Wt6nOzz+!Bsm za$x^oV_Z@cj$UAnQ{non9pq#3!2K6-YoJ#AKx!7R^etkhciNuz7;Z6WLPul8|t!rFTm6*)m2Rl}`%l5Q( z$#c#o*|*xH=e#&PV9sA1b4jUKmsDiVbt7ETn)!MX-)*>m)e^gS&#}vbiFPSSTzB}9 z+}qMFg;X5QkfYDQ^?J))^7CSsvnVlKqfR>ny|PArFBl^5Y#^3Irf#N=$d zd@~~s=_a~m3tSufy<14+GJ<&jf%sfae6A%v&ylw_6Qf6v`xU(E2B!{?$G!!@CyAgTt9;jOPN;^WKCLv{T9Io*7TQi?UIQ(9h+{K zuUNmAkXLK}Y?m9u;*gK)w=8o>A#4#uez9SXBjgwdHqm+J^ny6VPIpVhk8a6Z#VxDh z_{yYiIe|THkvGR*V@}NL@FkZFfd{QFFhACYUaSi%$qn~er|W>taJc3>e6!Cb?nw4N zVdQZ*_Lw=`Cr;ZDqx-Pm1MJofT_!XBm$Txqja=3p6am`yb3=N@Y=^V?5u z*v~rTNxV&Goqu_lJVJh`u#deCxxQ;OdnR(krrmIfIMf)3uR8;QC!XLW^PB~0gKO}m z<2$4!rZsBq#UD6I_kJ$%) z5VuJK;_wE2p23}rpdj~GgLfU_PEWYg6YlsBQ(5reXyR%Wv9A$Mt`FM^pSQqA@N|=1 zN|BTD;4gpf(>Q^g&zF$9kyW4f1(7ulIbR`XGhEQfO+007;g&`D@CiA(F8iNm=<_AI z?g zRnc4Tf4>Avk=YVddWT;bt2zCN!D{*%gO`lC4EVmo0Blv4wZgv>*coqo)#M%XF1 zOwP%SzoW@D{mC`;$u)JN?9zP?eBKp@Zy4tX>>GgWhs-S)-3O!hEcA`SR$1R+JN*_= z0i*@zxJDx%$O(#o7VmHgAMFI`(6Jsef9Cpq{4EFQh1^TX)VPRE*MLP_H=pbD7>~H7 zF4)L*#oi$s+-?XzU&Eo9T>lHQf93iITwf2^xxPGz;`+dM*qM#zO>*#8ta&rT$Tc7_ zYiSK~O4g0!%vG$-^SJ&O;N+b-eMK&xs|+8nmEqHJwsMvX%kp3HMHYv!FXcG)r1F0cBMOS;A(B&S=>vo8*39d7s< zKI8MTJX2hT-zo9=Npi>U_`4Nc({b;KpW9-W3(RvoXaY*TLmlS)ocV@>-r#-ysEmFZ z89)qr_Fse_(61x8|0=op_7K)K^8PO!*+-K14^`#0bR2q;BbzruKXRmtxLeAecJ5y8 z!)CkLhn{91bCI<)W(ED&tt|3Fe%>^*|gj+`MVBa%=9MXopLm9Wc%F14u{p&1jbp@Ggh>hRw zVt-^8CfB7SHg;mK2<-I$`2zGars*B@Uic=mZD8IztR+t8f~x3o2_1%l^k5#>>fE}N z>onH0Px1#xSXYaIfp8`i+wR8(Cs{vYSP$neC9kp;=snP*5Z1r>*kW!R+6;2bK&xA> zY}5BN75E=8~>yvLqoHhV(7*POkYm}PCh$ol(`b@w;c+)>ECk8F*Dz1&if zJ>f4$(PJ~Y5It@#Dx$+r$lS@iE+KaU9QO-h?P4w|;r1Kir1Wrf>qUM*<_=_PII*G5 z3ts`v$9CW`Hk|wpXIK-8c#`LM2G02kZjw`bu}&R;6CrTILM)FapC91kcyt7Px^sP2__UYndvJYbuHV3QWw_=S^f?P3G}aRr%fS@T z53~Tqz!Uzq6$FCpU>9plTkwK4Mq?rSLJ!v8F(5bZH8L~rJMd7i8{I%b=C5l%phEJX5k&EC|(pk&{|2O1$VE073 zj3w?Xjk3$6pg7#*n)KXjU*eMI+^auF^qw7;51)|_uaFPxjJ3;WBiX|ahDZJ4&~85a zL9Pu&zh|@Uau^+RGfp`7)Z?Bva9HCr{ICR{)dWZIM@H)ALK+LL*vp5p0|E?OQ*$dDcghn6tS_M znC-~k$nuCi8S^)uL=4lN9G}9E=T4NWHv!&4rCrfUI6mK@c;Y0RxI|?s01>C zEI|AC&K#a)u%pI(i(7V8cFSU7?hd&!32|2W2)2o2|Bb&xH@IXXxu+#LrvSNT5c%cE z0`^AudLI0^j;}Pz4MT78S15X~;a*?XfrjL+!Q`$1+^?S_dy^OQlNT=_XDT_X2svve z@-{AFuMooCY+fAtlfS&`x#c=KZD-D-(W$rFC8Hw9i+0vP@}kcc_`8Yc{te8J&pBSL zXPsCFC)N^s>~S=HVyqls1AH$JcC27-Ad<0bf<2610_c7EYV_DdENJv-;+EVdw|HQG zzkTF4#nrtrGA$59>iDa%FPj5Sfc^+r;Z~9NvEL z-z}Yw`YSA|ZdMva&syGM-d(HGIGZQnEh>K-pft3Mf7i7}{o*?Yr@H;+ygpW6qYlP) zeD(P&yM3%K2{q;I?M_{xZH?u@Uz|5RHiq+TCm zi-a84=;!$A@K5fE&pP){#{Va}#CM#8w6h*FzH#w>PVv?A{q_1azW2mOpZHvpkT!}B zM~rj*nE8I}wI7aSd>>yM8}IqB9bXyRz6ojL5B2!)eSGzb?{y!_|L}c$<>>4FE`Ac) zR)5CFkI^|kdjHuty8pxH&x9V^=#TiyHs14LJH9d!lG6z(>(6}g;XL*G|BbnRsK>|X z@b8F^f6C7f=kfmi$IR#bJ%9H4|8`k_m+!j5!N0;{a;8QRK4;MQGj8*r2Uue?{yl3= zeEsmDALD!9|CA@+%Zjgz_t*c~YkcJ-WG?zpm-y-s-|IBL{)`hJj{V{L_>S@K;?}=| zuX;{@7jqxl;luawx6A*T&uz7S@zv=+VJ-<7KYw{N${as0XXoi7Kk8_d^O0W8AzzQ? zo_{ShJ8t%Jww|Nqh5wJGX!X5vIm?e6!{7hBRN>TWFQ@9ID<{!< z{?EEJH|27+9jbK+WE@}c@nsd0W4xT+h4dJorfYf6T+VBvbqPj~Pm`5%gO_tq)Ti6; z65JR!L;ErWojzT!wvW7={f>URt#U2*a*m#>=NFD%p&()O^GTD-8Bk99AYtTHN}9|0 zBy+;ao4wb|Y0dFA?h?cwyR2T$G|Lmtzi0Y+Ie)yAaPn>(^KvfpNx1oL3ifjDucCQl z!hW8>1N?a&N=8h6{Wc~Oh7YmNy_`jFCER=ljr4Lp%Bbg)F#5TAdpS!Uf9pSTcMuTZ zq1(=7IdVB?4oEmI#~#8KwG+-34IN(2s*gTB=banp# zZ`VL=cko|6SbEmWIk}Ji+kfwWbK1-K^2h)AoMVGgKL+@Y^1OkCC`1rZ>AReRq zG*`m8KNN(3PnR2zESGb6c5R~r$V*t+l~U(&J}a$dn~?1ZJivKu8xBIif467%c3#ds zgA#7fT8U?qr*EH462?}45Zk-ou3ZTu@96|D=Y`N1N=E3!r{D!zm^xwbwMBy_<{yNKyhFK zp1=eAxvUxRyiJaO56?@mU)yccvOiw0&cw*NZ}q)F=pP7t!Nvm-E|e z2`6t#w3oAPzJ$vGr@MJMyV!IN|7Se@wv(6hXz<9ex4)2XSB;qh(;(aH+^o$P4fj`xg8}e&r0x zizroSK}p5qNtFEZlli=qJ}jhcB8ZZPp(81$8xkwi-|Uv}JsdJ?DWwP8yO4W^as3~Z zP^1|{dCy2n5h&qYSBlcB;%=#y*DZ-SreM@dN*0+{dVX4-{3_-8l*$~URK#*SQu>v2 z%Do&8*@=GT4pG(=L&?k@N(^@~SAJTbf^vm?zw?uJ?hU!_5*MWf$v}1F^rgI@q<^&3 zT((o5ggT`E^SF|TA(R+YLf(38HDtL>(#+;~2Y%{)ua!-HEMt=tg>4eLiE;|c25L}l z(uJSQPwuiyCJ%E+TE>0MPxNQ<)BKB+FO6Hl&-a&8W z)l#qw-R>@=Jo}+TIqaM?^KPje-kP70EJX~{}Qjpv5E&q7CbQwXZ({Q+#iQ{uVbIZ5r*A3gA zqXgsX9?Ci>C2~^&F?V5veAU4rrT21V3#Ay2l98&EX%r5i+2l!X{%D z+obqFo22r!$+m_zNnewrfTB18Wiv;Q^y5efN=WB$EW|y^l@285s1$4#gRO2e&o8gQ zH|$mC0Pp)bW&Mk|aT!kkwYp#*xULz?3^A9xT*tUrYd-GK*i!HG@SeK|h7#hk8^ zcg{1XT9o(9K;CY6kmfYG8ePLGz_;LVS@O9&JM=+cC ziXyjlC9mny??_OaJU0uRV*VSOyTv!XTN;sXJt!XxC*M?oe`Sc-R^;1M#K&tlV{O|b zdxnQe&8O%bPOirmcNuF7W7P%~TD!%QQtlh@_tq(5J({vi;;Fa|eYa4CxDuZhd7F>wSZhE1YWs~RP^_oAiFmltkK`W zfxhtXi>&NZwuQ-nG!Dw&Ig*3*VGDfLCAa!Wvp1mX{!&h&Li z)?K=UnNm{Ly=Lgs8{aI)AD7^gw%c;%xA}amq-`B3%~_9*5zmLY-VRoQ8DKhC4)k#+ z&&Wrmcs&TZQqFo73?e@c25msc1ME>!us$ygli}#R?L54MKb6U4y6n}H_AoHz4gR^y zJ>-Zma>EJYTd%)`;QXS-v2uA{n0Ujt%r1_?ie?=6RcSY+#Sz3YxuOEL{%Yo4i6M^W z!;_Z41FXjO3&9ES28?8_8}S-`#Ke^=<|6-h!LQZe%CAe{-W=AudhC;4?v-rhq8Iox zZ$HYN{p@0{!+Knt*vNuEQ*v}d;wZ_-e6C~5=3o!&M=C~a?6cUn7rzu&!e0ljuY%v@z;9=n+eJ!xhsR1|_9yEL zIppfQc<9dGU-S1JU=Glw+FdC1>{1m_DxI1&{5b2o(HG4B26OQNx}1J5SOWE1bUrEuM@=Joy9ToAj%=0 z@NN+H$;y2@(CawJLc0mreVF~CC01^bBU@wl!PxyJ*XnCF5u+Yp%L&$b#u}NJGG=1- z;-0!A4b5j94PcfFU5(SJsW!reLPCJtvsI)_g^lLl~qrj@{0VDHH5wAQ1oxXkvG{nuI~?*eIOLf z1TC5K9p*a-++?o5g2kXUxxX&Z$56Fj$`LE%=k!G>>#w+1{E7L@YF5ikM_g%}dNw>KG}*qR6AH2Rm7JN-ZRZFJM17pM4={4jOYb%I943DaTESIB=!oZlP|5AugeU7kfRu_msDOZwTZ5wTpJSYF2%$Ji6L zs^NaScgo3LxgEMphl?rECn;P^HIIGy1opzIVnv!er1)q)-+_Or;dG4(*d{Z_x4q_b zhdX@U!9Mi>yuOG%XX59J_}7a$rh(tjk@*~%85Xe?lr{PaO>~{sc1o!b{H}D+j&j_CISx?I}9M4FOz0VqXls({S)~MaA3F}yE zx)6`2PDjasY7U9GOdNBcJ_1Z1t)h=c(#P7^fj>v1wA}BO>I?b&CxGWmZ0gH%W@+qd ze!*ux@FN$wbLMT1AiK$tZOAU^5i3=HbjZ0o#1Q;g1V8kV7;Vu@=QDi_U*HXL)nz_k ztHXX^;T|#faYzaHG@U$e=Q_PEZ(;mXtQF%~E4)~LV$ZOr1F3)zBSW@D%Mfh7pY?h_ zI;Z0L=UiV7=+EVjf>-P#d-GbFzWbmv>*nj<*iWD27?*F^e=m)cM?5n=MX!;JSrS}C z)*w(0c!HlQxn(%9)pS2Pkk6iwlk_uxZeso+9LoM(tavWiC8hc7p*A^f=UhJ1n90#c z?5PS&BF2L88T+bX?1z4@!*N5zksmzVg1@uj?=0|W6^!imo#r4MV075`hg z{{i`9#ZZpH>4X2fBHsc}=jx+aI64+=n2M|!vEppHTh@j1Ov1RW$cH&cvi=QXf6Tt> zCHx6#!yf#2tduysOZGC)KJ!_-dFGgiZmGtQ&xVlu$e$zovQ`y!NV7kP0sOZG|LJ4p z9^jYt;A}qDPdKoHea1<6<;Is8$vG#k5@+mz=Hb^-kv!|R4422Hc)n*Hy@p@?k+U2* z`gk#&Tkk*TSl6q3wi3c;M%d;>ZMWpg!G4i_Onuho{N(3t$o~QPdQX=X*)iqWUrl#N zw!82Onf;N~9a-)0pFY|~uSdPkaJ173x3p((RIs939ufy>@!w_SE&ZL(`rzqa^lgI7 z)acxT{n5R`;j;ZJKD&WSI_FP7ju(7t2xmsXpXyONWfDHQfM2UmU_a219CUO;Osa@m9<$!q@$v9;#M@!=1h(kE10TbiD)_wi3#WXxA3Kw0jxAsxGn+jU zK0ApYW+J=XP-4yBErqbdrdam0tObD^c>Y|^=OyH=JFDR$dFS$@7>@TrA97Z4^3~eK z>@63PTY-@cm1XC6KHJV$@NO}uU(_P=LcXconDpcCGb&j!M~WZPrJ>wrUMZz1m2 zv#zWo*MKAJZ$iLKFp)9)!TICls#nX%CEsJq@{t_d#eSXfdoh=5=r9KK0vo|&aFNe1 zl5>>Fr;Sa<@|j+`dVKE1XRBwKM>uxb0RK4`2J ziBg`UhG&P`BqK)+`;NBB+YkOIrV*L5{EPghg+RI1HdD>bXEMQi_m&~ffF^k$z z*Q!1bv#R|Mtm<{z0QDkgfGU_TKou<*psEJ=s9uT9Dr;f0GS9Q93Xd%+c%)VJJju0* z0+cgLfI6K!K!q0wP)!&6s=+^-)%DgE^_|(OG9S093dsYMC0l@Mls`aKEE1r`6bn%O ziwCH!=n|04M=eO&T3HLXSNl7f)%r31D)2L_`eB?^O}=PVRk?Tc*8!>_y6h|zpl%cn zP=Dn2R##fIQbm}b1sTTq1@iu<3_faU*7j<`^iJx)Hh*=mhD9C!)~Yhtt!nCL0qPaH zoJSX*Zvs?3uGghDMj5)D3K>1e`l<~NJE{f6{Z;Dc{%YZEiyAo9s_s6qs=Unk*SrDh zAu_zLTh#zc`UZa)pxSY)%tPk*hB;0`&T{7GGqsZ{u+~rY{m!D+^|7eo&8@1;4y(H1 z5uh?5Cj~Nw6b(?BN48cWef?Cq$9~G3%A&qFNEycxtIGd}RaMV`-pHQKwUfDa0=B92 zkiRh(D|YWoUqNizjxmRU3h4hs1s_#T+NeHhJE_*eX5}%~qUL0=s`lHhY9w@pY|78+_**<-A#_$#Z*^HqQv$oL!h+k4qs zX5x%KYW}Sbs$U5|<-X&u&YLZ2WmBvAD%z^D;={RF15|B%*a*FSy?xZU4xLoZS$@iv z*P?b?E$T`oxVP1+953JzHXh3u9T`K*9s(BS^ifH+byDB$@>4zQT2zk77WH77Rr#N_ zs>n0}>I9tom3z_|^wRoie$`FyqcXPhQLnmnPd+*M^6Oz$j}BXv{qq2I zBs+THm%G?4Wm9h@rCO;MX?#>;?lvJCajeXf(`CRLyM!5ZzA9LMYz^a;VAP(^H zRs7T%AB@0;TdI4j>>XRF;&A^%e~d+zcXl83V0A}j+U}=rcCx5#M=a_Y^J;(2sxBoC zP!4PnPOMfyw;i>;Rhq@E)MR9J;a;Qt*YJK=Wgk^+lArofnbmK*ENaXXi(0tfs%k!m z8|X9`Is1^)kvUfN^id_bN6VQBj%D&uN1OYo3n$ws_o


TI)$!p@6gEb4TBtGf7` zRUQ0-`Iz7be%ykLYqx(;bFbD=%QAVZZ*#U(OH=!(HpnvSHHG&rO+Ko}%1)|H60$nwi)~Ihd#Ry$AlYWcE?9O?*_T zrES#y%bnEyjb>Gm+*Xe~5w(oiB&OS^4p0-(?*h4}DYn1Uy_WKQ(n@7VhS6S{6aA1m z{%3qboF8jsR%Lfv)X+p$_1tAu9iCa08@+O%S2y%}%v?=Pyw#vet<>VQKFXK--_LO% z?YY=)>{B0gBCL~Ip4F^k2f(fE7S(vYRhiN2F!}i@dfh>c?YNb^eW2J%BGe7-tGPx47c1`af@`o?dRHDl$&1cjIUdYoCuS;G=F$Yp=T8>ZEqw z^j9J6ENYEdRda_`Eo7Y-OiUccj^T`Tb#ZOAz}ZUO#wQ`%Yr%dOv-+spb+O^-)~Z6< z_G;!TKQ%PmtkepN8c$wY#CkH}fK?SGZ}vy8lGrm8?!331)?+l7$ehcpAwK(dQm?RI zs;L%rX|F|n69qqRSk-sw0#qum096{>^?)NU-o?^*?k&W<-<0uDS9-QquA}W$l+CPi z-SSuI9$8em0CLI^tLjMZY)g)4&3yWyLp1jJ^^`@a?5uS&tSTL`HaJOuI)#qs7$+xx zuT;-Ry`0llg%L}G`uQu@edaUCs)oF_sur19Kk-3Bbh%0%pN1d4*;7l+$DdYodOtt? zs(m^Me)yzqtrEY+pVQ2$@&VRwPx1u0>jd&XXWaG3YlN-6kvX`nw<=n#l?uaWdcD+k z>IbfZ9K=C|p+4&P0zWmrA+nqnHT{7_C5pAGYU~BpVyo|%!vW@y9eY)J?XBA0Z>9XW z_q|@dX*b1xeT(|2(#_kb&PB{B(J`~Cb;6>23RzW3V!Z(V&w*Zz&}#;A^g7nDfmzw| z`>P{xZuLB?N(A59z{l;ZN&V6LEOscxnzobj)$KmsYSY11>huS>O2qb39QY3thA~v zH?697O7>o??J>CmR2^*p-qzZ8zk>a_h&8V^DrHyl{1CGW4Y8;cchQIS=P>zZEu5Ob zc+KI!6Lgx<*sP|d^H)jOyJh;>s+KW757yAh_@X2>&RsG<6$6iNd#f?T zI<^;Ke(G*zf3*tk3~PiR&Rf-I zNdwePY>^U~ui%9V`&M8LX!OcQ%}duoeSgoao;0wi-uP}4yd8utr{K{FV$;U_H!|Km z?g?9DRvpm!SOcqS&ANIdHTzNY$%)LQ*x(@Onblu)dTLSKR#{az`>q^mh+(*s9NyeV zR*W9MuD4oNvbnmE)JIiDf6f1_%;9JF)P1y%%GtNA>T}6YbuH_!u12$0W^cWGlU1F; zuLbd|gSmKMrx(b~^w_F;(07i$&zavWbPY$>_x{$eI#yG_zpO3Tf6Qv9Ml><2XTknz z2fn=DlYK&rRi$}qRkhiFu7PJ+n3EIPX?@zNChVzKJo8rrs**e5b<2C?e8xMEukvA^ zl3Z7oaWk;+!-L8oV=xRYqj8vpGr2=tj0%KRFB;3U-w#7Hh7;C-VZ}g5oGLx zXGXpCy7(GoF5;uk&TgX;n~0mcW_971MJ1^Q$Jxu3WPcXL+E|wylMkK`fIBr4d8?Uo zz133>AJv)rjWS2^-bv0HUbVHVO&mU-YgX3|TU3|wR&{fSRm~=6ElwMtuCV9qjE%jS z-|P=^hSuva$j@_7?ns`4PWY+hE6u74YxXAOcwnaxeBT=1mq$)=$YcG;>1CSx5Umi}N4H?e*D4|E>N`=Z28F#C<#zqeJ1E1A`nhW;wsWs7>~ zV^s|f@?1jR9*8Y-67M$b@B}+}clK9Ll2}!dE$sivpUH{ouhC^FJgf>&be^f4##^0p z)l!#Cr`i!$mG)TGJ=U?&a7O2*L&)vV98JW< z!Y{}dyl=)B9mxrc!N_7})v&f%MLR4i4{O)HOK=*U?_!^5bUn+pyU}NXuUS2=@2^ID zV^vMI^PGf#C-Cet58E{0x=ZNpNeuZvA|9~sH`r@5_qHGxOa=3>WhMHCl0P3Xu2(76 zoqA?9{WE_xAu+MSUUnNC?&8Tk?18k*0C*RP%u8M2S66=(Th6LF^Q_l|*t)}YpE18D z*i^5FCAjV({5ihJN99f3US*$bRzXgGH9MnK{W{&M0(fR=m^?t;!k-h-V-LJOf&4ny zQ}3y|12*0tp5>2}0V;@bPjTLaw z+C8I{vVD-xv|OEIniTR;?F;!SM}D)~zuBT}$jgk+U*q2l{RS8dG^cs+^S~5pZVBe4)%D2ydz)M zRLR&gWZ_;NBk$*_<)vqyW4idL9l!Xg{PoSMDLM9g_Ll{Yu{T0iW_Z06+m1)hO>A2J zl0|K=ZdI|^z7d=(%{YCr-BWDskFDFi8$*wyp?T%U7;{SS+!WSEeM$VZ_wZNA*+1l{ zV^y|Y2!B;S8GIbiK8*d#7sTc^Vlx@K zAHiQk;APTAwbgIQ{>%4T-a>E@+qEA=d~Ir{s*#I6^Y>Sc&?(Hz z{hy$}{tQ5KrWSgvtmdQA+Y?pw-z&zQ@0=5mOA zPPfhMiTqeg4->!Sr0&?K0QT`h*Jj9m$aP_?-HZAW+w7SS^UH2 zEp4Cv;3c1{BrVWMgVKsot0U zRIYJ+&br57#fsXD=1^$d>76GmH%L+7omTa8Pxr{go7@iWaT z198?jEuZ(nlT>eb-iEtd(JdGD^+NANhg&H-^H;)e|bYbx)JEmZa-a11$mE-OH3*4@fH7w!G7jha}{ zPffgJR!O&7RMnO|--TI~A}{1&fAb1|wj-x?XHI{4G|Jr9CTHOD;b9+B@{{J8$ysKu zzUN;{&5FM=IU^qGzlHygrD%!Io19++>A(MZNm1ULCg+qD`kGHG5lM8z zlk;lVPuFW7^DDPl%L%89C=?`&elw4loW6|`ZoXOJmnAUaYKkQdavgp*h1tjT%2SHj7=jec7eXn7_$;|V;#pXZ_MktS#F%n3Jsvr{H#b8EuM zTX)&y+&($sNA3;+0z7ovS%mzwrB1?)wd;h*nYv@b$%{T|a^~^Z@`CW` zKhNhmh}nJ#7_-F=n4AvLdi`^q+LD+0H`FqOxfKWT<8S+eCg-r~`o6#CdXEhzXH@hs zt_?>1r`d2BbDmj6kJ|uQAE)yp?mb#n-y6!kA>h;X`7zAov_I2x^F*Ep`16>b$oLiC z>K@2-zMuj4xH&{bo1Dq>>p2|Y-f$2KLO?JG0)fC6GynpM0~7EB9^lXQD;REaF7eQ^ z|N1&FH@+|Z_t*Kyn4EJ9Cak@k+fB~bSGB!AZf+N1(Yct`B^Vn7fk5C38i0?JRdk2R zx$U~v;p6XZi2thR)p~sVy$^^vcMW}Sh|ZfpfQN27zh7-~K3=1B3THl{AOr-1AP@+A z!N-qzaihsOYJdFr-JDox{WccPqf;-^E- z5R-FIkiP!oeQ|dY`F@XHeR{z)92Qh=i6FC6HZ?8^(Lpu{+1&NqF+n& z>-bi`P~;_yKMNC=zpjWM=U-1Hh8ri`eCDx_?9(CP?7fdY^>*_*XZIC*vWT%`EVTHZh7aV(#66?P5}d;1INWmP%$AUFRVH?3RF za4f?YuQ;aTAwTn{+~W*C^B=!GR;Fd$&3|Zh$o1q7{;N2p4*VoNke|)(r|j|hVM<^? z=sC)tDZ2<7Kv`n0T~gxbFsV$*UR_Er(*4fQ_bnEa&)spM(jZr zKWYDopWWZ$C-P@0_0lB~t0}1%2yXN9b#Hz`{-igh^hIOEXH%pc+!`*vl#^W8$IsW7 zQ07R9Lyli4O`^nM%qYs?MpEWN8BTXf#w+mC^pNcQ$8>(OzmaklZ+^BvpV9y~r3P)8 z-)wY#@;X{3W!o)#+c>3tXNOEi-+)-kdUjF5u#=J%N(swQS`b8;f)DqeqO71DIC_ z%6R{9=~5$19&M-eDkY^X9MurOF#ro%*rZ+^jswU>Y56IeH0Fqj(LHU_wkhM$e~Gzl zKgf|AlqM}0Mu~tIWqilc|IBW=&G90)IhvwXcgh!T+2q7LewyEnpVzmvNi6pkIlfam zeC3p=K@NHOh*A~wt4xVNVf@e@KW-`LmK^+i|2Z~WNEybxW0bu_Qc}QA`SWg}tY$go z5|ne^@(+_7H#ri8k_1o64|M58l@*kaP--w{xkKi(bI4Tq_87ixy})&pf#@T7s$h3F zHZKhv_^=gtewOl!Trtwtv0Jv54VNa#FHkiIh4E z!=>|=VKOGSLjn%KU-W2#9;wz)o`G!^QO3}VGKMDWC@Bk|gydv|OugWcJNr3OgYt`X zaCIrX%K++t4H@~bt}k6O<^sGp#68@f(@7aL_j?qe46W#HDVW76lPRmK`H=te9ATF{ zn}9#B!<$a z-Z4^gdZgrchs(1-r`VEG#!qQnHp)b9_oKXycp1~!CTrc~s_m5g4R*`-EjjK8y~DIk~|mI8nVjrQejdc4uDW?(-kE$z4A(x6SykIsS7~Cb#7Tew+oTQ$$JS0FI}O`~`l#jtz-T{hzDnfb3)4l9&>>#gxz2 zCmw#Ge6SL{NssROzf})L_luPFjN9gtsYmxpk_F-7Ud%CC3D=29i&G9;gD6`8ID3rDzu`)tzCo4_}m^q{@FVWm}y%&Y=PP ztIKOWj;h%W2jG1)IrFRKE*T1UL#Oj!pueS*wP%!cFCQ*Pv3XnW>5!Eex*J#Gv~Pw@ zBKzA!aeU4XwZh~OarP()M-Y(vN)xwZuvrA9XhXq#=CyMuWse18q|y9c;u9Dq9pLH& zO0RUO*GtL{Gt4JH5nuX0ZfBmzab|(Uc>%XvV(sqA`qVDQCEqZw*Vri|@tJ6ZOTMid zE#*0ur3(3`E_wFnmE==iSAa(#KWodEy|~|-l3?=8X7WOM?)Ant1D8_5xR8?P85}WG zoie=#dn5~GbpBS3XedeU|D1T=&)UM#Tx|z)bWxy9&IY+f;k&CG6%_`rx|8=~*Se(f zDvokk#&JbsIS!$2tQ3ygE$!1gq~2mm%ck(3$S2~v@f-mII{iY)+XU=*o9l+|m9Vd! zG8Z0uaP557neAZzB5bjQwFA83Xq4TQ7&hXlq^PVMzm$}G^@!ts$OkW3E9zXrU*v;V zaIXSK7x>Q&mntJ1(&!6^9J<3gc?H|xk4~&LkKwZmz3;-6O~mUY;`P8tjz{@=x3r1k zXe4ikd`FD!!k#s--&J%<1I*0x2y6LiI5M&;$FQuAmOcBN94F(Dz2wC|i0R9$FBy1k z4t@fS&av(gXF(^}$AD;%?<6IqCtY#@-j6+u-KM!@)|41YdfF*pu|LV5h@;c4kyGJL z<1_42KvLi$-X@b?z4AtIERT~? z|1io=BV*-xpoc=X=4^F;# zX_Gp{X)pGU*Du7%=-a#HLXI#wgP*%GhhK;%z2}_F+I=1FodkKOax4JH?j@r%b`Ilj z{+YE4y(ibPOVP6I1@mIJ9QZ03^P1`qdo(`4@82V*0oo`iCpAuW_<&xfHZ6Nl$@harlO^Oosh&>XJ%qdseJ2)1` zA&qJ$gh1J()$7XO7zfUch`9keZK==fHSK& z?vUe`?y#o_W6v~+{MQV7^h2la$n`_+6xQ8PIFQn7uN=AJkS%E)a`z^7M&=^srOSx} zfCc!lhgeFdAaUeN{?BBOmXtffq+}U~lzjwOF2fOQR25l8 zfPhZ$tz+^SIU4Ph&qq4sfu}=~W7GQNmiff!U34!77GVQnkDTW<&k*Q6jy2MUT-64> zD=ntPx=@VVZnRVG4dDpLH~9W4`32ttJ#MPam#2*rJto^%vbCw*_Q+`<|r_Saicb~Z(S2Dt=KEQUdFQrw#tv*k#Ipj zzszOqC(Ly==tfNH=MhEBrdmYam_v@3Md|nf_D`o{rBgwNekJflUT*KYPV zyEx7yg0<`VF8t+`tC<{9=?1wQ*(aG-N$>~y9|BIGk40I`Ycr4@Bn4@~HRd%51cD$i z20R)UBSDWMBxg(ZCFGMz`1lmpRs!FEBA^(!vTd(S!LEm`_~r%ifL%v1ehbFx#NS^c zYX_(WhYIZ>pZ1NF?iC{?ZR&8z*3%)QSi7^sp-ssDk$c{7?PyRRREIYUiT83*_>%oa z4zL2d_M6Nx9oab!OgO^rr=61fwnLs>XT6z>?P`#(KBL^6V^MNkesyJR}gE)7E9@fh;LAdckdjm#hMdsmJz>CE%= zcN{%JY5a6J?fruN06e=%+zlXS)J4yEEr~&n>v%mnT+XwnYmCo*SPQqn>kiCMKXZ-5 z-}<59m%-ir`xRW)x_7;I?)%P=?~lC_NYy^) z?6d9Es^_VI0?}$iHH%s^otoVVx*13IgS`JC75W$QTT#xHMXA^4ThWhFw`!e(>OiCS zV9l*KTjZwqzJb2vP$=!PC9B-QR+V^!dO4Wq4^{P8Gpl!N=(%T^l^y44N7nX~+P8^Z za-aJwlB5z^MnRikQSG6kS@jsdxWobV?1#32p5ArvjAhVHh zBxXpmx^X{7g?+K8htQ?zw6Ss6xDwY7#8x-60jc~AX2)ep)Ta>f|)Umy0RAay<;`&@QCH6LI6 zG6!GWkfN5qj)88;qCSU`3wvPGTGV`M*`k|f)y!sA_EBb46~FfC0$m-s<^=JP`yhMH zJo?dNp2vS$;NvCm?bUY@Rj#T~D-j#ZMsWr;K;hS&UYXt@vN^p<6LJal>@xEngZ=Iz ztB`19F8{X_xx=}u8*2}wCRAY$gUIFS?lC60HT)vAsxtN+8LQ48rT61m#{zPY#{TK_ zUph5PG___PGWHTWQf(^ZGU$o|pjfEJa}8?WCgQ2h2YOjO-k*~_oMGsHVPlwy3h?qCNPMPT{kZ`rvzx z+;j%2h0{<95vwl9c4|?b^Qp=nf2grML3KFES%Us`2=muzVrnq=U%9sw@|OI&lAryM z-;r9ZXCZQs_4_a6SwQ_H^?X&78Ul4t3u0pubJVGi3L`pInC`PWRZQU~P*qUlAI1<@ z#N|_b@*#VbV-az_Bt<>2#;N0}R<$OtMddIP4{M>*SVk^dN{_LGzM7vy=#MfJ>m8L% zx$tb|Ies*neD(kzN};zqJD=w(S)g~*64Wh&rapcpx8i>#!l3w?Oz$v~y&eEXj*;Ff zh}yrBYq|e3KWDy9Q6IhIl(D&0J+eU0G9Uloo|D`YP7aLdjqkLft~6nfx5cW~#h5F3 zWbtC2JI!F-_xy-rA<_6obx|opX1MVT$kmvYpXY$#4BhQk4f$j~Or?v0ttnG7oVCe44>?1vB=;N>34Ys@{J9=k%X2v2vNkBQ zpma>&T!bCGv4c)2{BlLAnlcdTt#>KvkW-u*w$`G~Tc!e}j_MtM{7fvWhch1^QEHsg_?bL)!_( zHP3HER%7+wi~vjj=()gakY)+hsk%1ml&k~}~IpV@%D0wW9pda*ed z@TyjUGPnw_`14x%=}UY8od5R*e$bCsMA^mvu8;Gk8ZR^Zy=`*>%I?#juz+_$l4e6J;y-axQCUtW{ZNPed&=lyesITSq z^x5tn(tEhCxXlWXYrBBf?=?v8=|(Btz$7ntZNFUxpaHlFTdfvC~a53J6#CY`pFd)WzKg808F;JWMo672pN$ zu$z_j7U6aOGH-$Y9}1A%yxJa=Xpjk|pqAlv{kzO1-Ex!UzX_ZdsL={umDkSu$kxOl zIo{A9LmNRWu*4|$nxlIk5O3gst9cDRgn3)g-E;xeCXrBa@c)k7e~s7UYxAmoG;7!m zT)|q?Q!2Fck)GH6<>;v($qxkm4=*52IZV=R2$Ui0b!+TvLFZ)P0x{U)6m&MWkw%F+ zYLxo#jnb%*N#2A3ivi})95~8X{OP|#Ri`pmUF_Woh-snGK2oY&pe$jHHHRBz5wM;u z2Tk8-V}{}bQ9v7(Ge*4&MyU;?ZS*g|;DOs{sld;GSe9fSI%LcXeHnq+4?5{7vdmvP z_YD*mpn{R>3^H?s5lFI0-tINYW9HNh-^j|^%g^(a8FqnUe=|r5oHdARexvjs4=f)# zgVFd>5nxFlfNA8wc2Vg66&O{(6E7*UGf?(D3X;w3urrXxPp&4Z3oNz;Fp3F4vwYF- zg?@d_I$U8NvJ2Qr#|a)Xe6Y8yjth{S4}zpYU88jNHA)uf8$ug$|90RM%&$8zl(#@5 zJ63X*&EwppLJlY@(4oUjbYHE;T=D>kdbYt+j*a$*?gd(n-wo0UD07Rk>{Wh~pq`0*|vZQIz> zyaJhz?icHk7p!~SLJ!$`FF;yC$MFT2Z1z%6RcvAZfTnHw$WP#HbBKc}*nXp* z6ZG^w<>5|usR+crCi*&{M~8v>V8uA#S6@R9@O~7K z^b7a{x$qZsMB`h@I%J6099jOG+haF>&e(StGc zy0Q%^282FGw1<>S=O@<#1Le*XgG{3i9J^|ieM8ALr=e^>$6E6DX2xk{agm$$?vjiB zyj7q1jwWYy^puIfZ<~hr%Kl{m@=JzbIa%Hy_6vb`B>?lwYLZI^pi;ov4gqUhN^IU_ z?m9h&J!^f+9+UzaHM|KFBAY!WynUc(zyzPIFv|0r_{ezf(||rdFv-!(KyJz18QG6+ zK)()Re=9o15#JjXdZ>A=ruvEHG532Ir9v0t`2aK~x1bpMWRgd$Wh{OXMXtBQ&qgLg zHvfTjJ&LFpaXQ|eQ#LqXzr8ak7EM)}>JT71$ZlhL;oKf8uq z$`hCA(R<^KvxE(ClVhw?r@5%jI(uRFbJX8JB*<+I6Mwqq}S@5du2k#xWy9sQwFsO=-Sh6Ic2W~jspn&ieb zlUyY4Xs=CD6`N(l-rMm1XUr`Ts1B43iQ(?DkvJ~TczVs(bHWs)5PSCatcS#U21wnaK>es;%j%N{R^W5kr20#f?4^Ev z!Y(uMnG^U)a4-CBt+#~GcXXn!$)}9cm0XhRicz|EHc8+nU}rB(@(w#@#)fZzbg#ot zH|_J3)6@Os4e;aBK)Sd63jG)Q`=WONHFyi~y;bbvN#rxW5<;y0j<3}sC#C555<3Qx zhZ-%$&-(d_^L1+THlUGnj536J+hiI0_y_$D^BX|MPB%n{ZtC<9ui3wC zCg`UQd&_g`kl#3ilmm8J3Ojbf2L}FET_29E*W#aTtU>ZiD}%f*W|EetzEcaFA{HaD z^Ze?>LN$6TeqU3~MN0d+%ZKz(3lZabUFe0sJfX(F%ZShQ^pkAMgJok8a(Gp81oMqP z3vBkCNp9ok`H6{o_(>ba-N&3ta*f?>Vu!UaB**A9T89{~GxC-(`=YxnHSkTGr{paW zAQt+p%G8?rbFe>oGbgc@iS=*9Z+>MT?lWg2dfXZU83Y1(ce$TTCqHJZZIX$=h|{qb z)3Q@bh^b@D;TZm;!=cZyFSCHt8+!rUqz0y-D=%}=;j)|gIUm^LeEjYueL!w%<=00* zaIyVe^z^}gpV9LXJ(tn5?k&_EU3-!P=zXw{u!ceSRJp3aoUcPqR@7H^LRnW|BC(t#C|L0p~u#bo?YMX((LyKa-{mh zPpU02$U^dTzHuhWMUQpmB7Gcn?;UMlt(&cLmAffCuJX6v-jaoy`+0pC;-|SWaA@x`~Kf4O^On8H9wnV zE%RzX-qI-nT{Bu)#GONqg9@rY4AbizF|ee)wPcQHNEJV=VW| z_;?LZxw+a;d~CsDb%8pvITS^!sj+9M>Fi&9a+HN}o?-(%-=2cf>&Q%#48j*{qdS2Z zXh)8jP7H+ND<_anRh%U0s*9Yax72f@UL*8AsXBIVP3^y#+f$19`bowc!E(P9dA2$b z{RPyg6ygNEN60ZH$&16uUrzYtarUA;`x#pvIC(Xw9f;G($fJ2d($ACHwZSNT1E7Fl zzWZ70efE7N*XooQ8q)i`LB^M(zT$72sC}ilCW^Jp)?<-tOEdrK$YFBDHGE#D<_KXN zJ0yrWoXOay_`jx%Sq?eG|F2sQ?MP;$l%$r-V}A=_r-#_64EMJoj=SP_W+Y=dgWTo( zSYR_T&f2;W51I9NK<7QKeZ{!Cj~4L7A2WMPiMxR^V;WRQ`;BsubIv<@l>7L!Klf$f zz8=KJV(u%;ebun(3HGr%(B~`U-I<*|CEE;d$=$+VRxJsVTBkUp(6jHPzxAdb*Y%>e zveIu5^HtfmrL2ESpAIrG&ixzBioQ?!8Q>#wp8Dl8!b1`RedJI`uxv>+;B!#QOk(fp zbt+Pao{)<+vOklE)rZU}IDH4{pWr4vxqk#wn7OT@u4Ea)`R}5aIL8J^`wGx^VUHMk zmycVa9Komi)02$Ge#P*!R@g9*y{W=p4CSXQdJkaF68M)J@*17tZ&{L+`|!oQoQ2)UCC{+E ze|}G?(al@ZrvysgHNi4wSZa8)%XkY#dBXHKhLTX1^S;$2<1^6gJVv*Y{kf@+ii75EvY-T(evZEhn^Q7qO+AVKF~Hm zUOWjB7kZO)C86ipi7xuM-!efRgFSaKpPKk{gP0DorT}%Gp0FMF>*vQr#EpH5#ux9` z^pSI=$ahwQoUo%$9S)Tu`Fhh+&NRfw4)Vow{CWoZEU)w!@~BlI-HM*Z^AtC17kzv5Te`wsCs z0~?n{R#qTSpi>{?$6n6l_Z#eEmrNTPINu~wPC_HhTC1gpB8fT7#xJ(B zw*^@5D@SNah_9n#J!GN3x8#D(;%jY#6vs~GsI&d|n568L?{thlS$LL)FV11SQS@6q z&^MTW8;Io+>}{e2I^3#$;`o%YYa7M6Ei|wAQ&!gRgHLAQIy>y#l058*4+IgL-mFun zF?oUiZ0GDW&7JeLub0%_!*j1tgRCbWx=@2Ea_-E@8k*xr_UwIe=Khvk5s!bC-qcaD zeRXFZ-~A|(pH0bWbBXo(;a<{kWq>5KFi7JaMp<*~~l>gaLw+)4*6%Fx!*v=?WV zQ_k|?i~G0py&t-M_?J%MIht7eQqWUQ(3`K>NNt6d@_h&FLd>Sz#OC}`bV#l z9s6dkM_!!kB`dD*JnnNaIo&Ak;4x!AcI zwrGf5yO9^3H76&%rk|VPBf)!vq#ONdyB*N4l6TDXrf-R#vG{sX?7Iv-I+fP{NsV%% zIWW+-p}-1i0rPM~>=8TUuc0;PYC38jntso}Le2b}IchVW>wk-k{NMh*ySk%hJ*fZv zul1LygN{V~no#Bug8VbcL$!L2+OFe&J(pXR9JM*?^uPb}G2XGBYlnV*t_5m2YOayG zo-o$?bL-B7{hFtN{feWf&o@2c%<1RnwWb;n-n~C>tIhQtwKZpTJ(0|7Hsvl>#AoagJLIqPP_?3t+U~%#8~-8p*`9{}b*P4;cKK-9&F@AzM{V-LZ~DmHp@>54 z^xw7Z#mS`u(r&C|#;W*zEcW2%b4&IL==)8dUnu%Q5MRUK z^NZ4Mow+JIYIWD^`u_QxMwfQf?oQQp{JphYEdgwJh<@L{Uw8k^j@tgB`n6%$ClvYT z^G#vg8sElsMbF=xa|H)SZRtpT9=o|W9QpbAq$iFue~V*#^w}YQz5f%LdxpXK_#s^9 zi?||xZw&@~XxU<2$8qkBM0O+LNEi}|gdo0%E25BEh$CW;*dc#Czbr+dOz_op|KHa& zFXgDc82j(9Ysz|`gy`4pX54Tj3<*U-5MRU;I1^#7_TR8=sy!o=v~z=jPRtobs`VuBR4razy_9{L(XawygR+ z|2nV6*zZnG{cj3g|GCZxJ4fwldi}otY!2RxGb)#Uy({DVy|HF|FJh2ZkE!D+w1@TulID|Z$0yU`y2BPLqd@d#25MdYiUgm zu^*?;FOvIrBjL!;>n&N4b+6F%9!Fo=>MlsV?f$LaI-=Viu|uw7!${;`ZC0$2qh`AP zZ4bEa=hxQ03O)apw9_{yD>S5K(oWwFY`=e%u5UN%O`H8}l+jVUVXy1__x3LQsg!o; zdfNHupJkw7o0WFp2?=vGKA#1XMa z?2y0q`IFRuwjK0)L%A*l@kRc=o+sHHwL=wkJ>lFRhWwnqrkpVz_e(o{htYTa+nMF( z=XQm-8M<1Z+i}(ziR?zwX5H@eyoOO}x9&*tcKQivr!POx9b6*PPTyGi<7eOcaYYnT3vop35j*6sRDgaG#vf}zX8ne_b7Gr4~sfo0m$rIUTNnQ|5#uatIq<>1G)CY#spzskXYFgh!_50aqb?>oN4d}sKfPCZyYMlBT(4u)j1!h9& z@GEeP>AaTS)27bWx2fOC071xUQ>VZ3x;{{r(!dQi0}H5i2Pg}0gH6CaQh!fUg)79W z@DY(}PBW`&*vz6%pxY-FJ&_S=&08Qr+-KwU`V{W%i4;Jl{Rve8dd^@c-zG__)%I9b zxNfu>J~~o;T4PlQfKWgG0L%cmK~}!@nh)r~?LN%$77(%hW~FWAClH~GyypJocc32F z?$Yddb#hdcb;Hgy1^i_QF#fTivO(#dQ4=RT*X@mmsAjgT1Sc|TIM1j14Op+%MB zwf+_9_;TuIAa--10+<3EALu|l_8E|qIc$PnVliJKT?nL%c_-O`M*vAFQwI1!W8h77 zlT;NT5WiotsxyvO_2d@NFW@zXEIORttj3|!W0F}Nc>$aT8UQues&<~WsCgdDk@clN z2qa}2ujQmAb@cHS;#0uHoY2)9UB38m9JadveCIxJ4KsVv;6S3PM77la(mhFHdUUQa-Vu~6=7^47E!WX(AXk1dU-3@&1 zK6?_j9jc3P=nf`B15y{7nMNtlbj7K0T_aWgN>BxnGgqB`^U(WL@v^uP@ zLn1IMD?UNKc*Z_I0H#!W0skM8sPf+;-$I>}3%~z$N`#u=4qO`@^{cVRm4K#m?^t}k z6|mJVo1nwOH^uQRJWGc5+QXQEcRppayo2R=Zw9d)3IIIxwe()X0tG zoW6)!Lwq5(=Ro&GY;JP2sStc*EcQJ^?n=hTv;$CpVXGqD@#lUCs!lGea=rsms*DC*I&dr7JRc_u8vqQ*n+aN{w3l8ZPdpO_m^$)bF|0%2yp8}AaM+`r&9`T8SpM4)pn z`-;BA21If2IjCKxr>Yf8V$~wzqZ4E8vqh+J*!^iV>(%Hn$PJHEq?wKvl*@%t$x z8)J7^4eW0{`D!sR%SkD!NWU1hv5!T43}x-k>{SbFRuh_r-1LD^i#&*j#w`LWBIZ+T zAvrECMIB!or7BOhK;K8d%03)f4NP?zuwi<~w#X5r%Z49qlrRsf5^_erQRLkr@ZRSC1|fq!=+ z-fJ+&`?H`an9M$~_P*Hv59&+3N7P_yUZ;oDV}3@vrKq^%C{>Ry(Rc42ulXC--NT=X-M}ZXSAG2P{YA!XXHyeu z+thyg>4S{j{W*|b;wuwS*lEPrULWR@K0#$lvZ|(yEvnTM=oz@r?PP>%guj(d!H1IY zIcPx&e1f*~)Z+T0-b5$kW}q^MShqg8|QR^`&dqMXuMR3&tlBxY`~ zJ~zY($w-~?WL*yEDTJOR-IjXYX8&rDQ?Cr5fAor1pX015iwRmlpy1cA)oN^2k=)%M zeGQPuC90amB9-HNi>lt$qLy%Nz$<)$>sB+C5AioShfUR`J~~q$C%mIaBv-X% z%)^Y;^*A+nM!YKDMN@s}SdEFv*RP=LW6U1p3oEu?bSg!i{Vi5ieP~r} z=0d$x&Z0JdVNK+iE##PWxA>j0M=<|&#AkluwBTC$!=%;t7`2cRR_J7r><_m7HhCY6?E=H=Tu|}awB(95 zrCDA20~mA?G<&0M>RxB!13ymH>koC)Ox~Egkv?rzs%qJuGeMU`b*y}(I_YUq>n+6a z9P06C^58(~pfN(t3}kQo=tDRMOsZ&8$LRmNvgfDq>v!afLbv$296wD;R--1zs{0wR z2Ya4MFZ%iu_GeF)V!t=6Zx8!Y2pNlAawEl&K8P84iSz?5zLxnNBi9yUe)C%b+3uOB z9`%bieZVI#<4az{p(4pg9GT5(&+ky9a5l|PfBg9gR29^^eE#HI z`*?Mzlct8wvZ$f->UD{ab=3B2_*yXQ%E6jCu;;^1*;M5Nwr|vw$Dt=^QjYU0d7uON zDe^URAjC&2;?fztZOSLByYHh^rm9xuO5Zys2R5UA*SgPh2z+Q1dXJ!2KUCO zE$N|$u~&|Bla&W?kcHZiN5kiLLS03z9f=G@h9E0BFGRF}nh<|kN>A9DJ<;!7MJ?XO zUcdB!Zh_|pQ|zEQsLLDsTVQHsp{$> zXa&)?a2r&g{49sg=9~rF2E?dBZ8?W7gt`J>c5$WuZpt&FO4K3;&PIi?QF-Vov3USC z-+_c87syY&kfO+M^qp78uXV`fRq^@b?B5!CB0Z)}N2yiil2y{_NHsi$b2GZGQyZ_N zFP^;^MLg@YS-lYV8&F&(LBF}krdH9<_N)HgHwvY*slo4|N5nr0Py;itriH}5=cp9* z%du#6x0F>4`-Rx#Ow*YBS%6sDgLZK#wvf}z90GWPyA^E`AnymdBM69@mHNTOwYIR z&3JZ3e0Cw9HQAM_9ue!=*!vZop=dasq;BPj<~(Ro*}kv`_|e5J)WUG+f>uCBwVY>j zNOyjJ$60n#Jt#==@0R%W*LB4FYN$l$h03*u`X^Jey4^EcE#P^~G-|XP{=H%mIc6fY zV<_=%qEGXq$Mb}`it#lz$|vdr6UMWoOQA+agrysnkZU&k#(F?S{=8lg}KW zgvkS4MX;vs*088U#EUoA^&pR=;A0zmL&?zwI;{Hac~xREAdYi)jOsW!Qnj9ARR_uY zSw7O|u|Ee&;RjhbYYoC4(;1he6a;Skq!MDh>PXaRj*$77x}x)WV3qX zLvLM@et6wcb-0&VW#x>$ku~`1bWC6HYkIGVXHualr4I63VF)od7{BZ9ouYz=N2!Ga zsL@H-dK2fOHRKEOmd`rqhLPjrY~&T5PtcD!V1tpVsmhi9c|Uop?M`T{@td}lv3-$v zl@iHW|2${s9rW$!aOVDW{7gc+Y@jdUJm}|QQ(Nf~bvo!`>`~^k^vgER@{v4C;OuYs zoTP3Hv8wm<0`sDY)BX4?&pOJXbn>irho|3}OwAl3KjZ zs!kNA4xBQpX!dJ0^>K!WS*_(PVJOJiA{X*Glbu~zUO~^zYu`VCUqD}Hl9j;aB7jje<5l#Iygt8;*RCh?O8VXto?>YmC|SP-iF-k# z;teKdJWyBh%>L1PjA5Q*F5FMVQ5X5bI*gp;+=CSaV!%cPx+#}cLAVh7Y&l7g;6Hl;47g(WQHBY zF2E(WGhX)hP!#~}(D$tZ<2he5$%9wy1OGn}ScG*ku-5M0(y_6>xUUNY8VKwY2>n(c zqr^jt5Rwh(*#Mx|(ZDhvGEZK!_Xh&@p@&gwK*12S6!;QU1nKyiY_Xz1yF;J~Sp`%N zTXn_GIz&Q;m*&CVLn}ceaGx(tZ}FB5O9SNCP=jm+nqCTMpXVrGS=*tj0G1%kFASK$ zx~9;GK#}okJY&Q`lTsHbDp1CyiBL5FYdAI31E`Icx z4kv*J+-i;QEyK>h40_!$$jHb~>>443aj|YmJ00aVv=-_3}(sOBV zSpby90e|g|E}aG@1Ah0uCtpW??-dWB+?JaNKxl48Cr9(D#8VsGbB|mVaFBAF7@mwFdz9m2kmNLkwnm|gA8zp@W zpfNz4R^n?7*oTY2A-B(KFH^6(NeO68+H$|Xr#eh3Bl|iZDEuy9JGV0c74ZUciZ6%> zi2Gikf5guR_VaWG;2p%#VWbB4JcD-RKo1XTb{9zQNpGpYj`&H>*Mxx-mwpp0_nsLf zA9gyr(kRb>t{s{UWea=aN}jlf{|)cdM%?qYldij+!_u=!lzKLS)K9@yRNoE^npddnr~B%Zi=$ll#h zq_}xXqsd-!{{&FFS^jeWZlKfvF0~D)WtWNUxsfk*4}zXxpGi`Q@q56~`T(t4zN(X~ z^KzF!r~`hp1A@w47AK!t@r%|@%*okP-t`ZV3pIje+&*X)h;OgoiR(j9GU@XI;@0I6 za5ZAM-E1f6IHIRGgt|-4&+f7mh@wvU&<)YQnw`BZUw-!Yk?E-catOMBYtX;U9R|#f zT>I%1P#f}v6Zvr!dAiQy_R_seSBd`ETP*SJ5`wNN#L_1(;74~o#eayeT)Z40zw+ho zy8Vrk5vWdA=2e;bco6&UnSmDr>v}}4ZwDL2>oj_tUFLa za#3&MGZS-P%|36$Z-y{_I`+35komdjYXpTrTrY1~vn5dKzYUgA2cTBTOCIwEb~%q+ zb`;7Ea%Rovz}xY?5!g$Ib@m`0H<2Gq{fGmo8qVzTlZ~T-r7<<~6S=JVF>LUdoW_{W z`22QiQ+Mok6A6!?F6IF`8UP*2VsaXL{?5kQ&zs}~@!Qwg3+gRss)`$=T6f@v_9l6? zg)gTwesdjS4qR&kHPID`2IBPOZD+a8Ub=s9mm18k26ooJVt*Rn$XXw`-Y_q@84UEz z-XN_%8)f+t;*qh+01Zq6GMOJJ^=bUSI&nTagNtwD~$g&4Zeyjozl&g8SFzXZ$Uwgwp(Zj?dv z9tZKiH}nQOfuNm03Ilm`1iqFEyt&F#XQ^}0U3vqBGqYDZ98ibf>hSHNEy+2rJtekb zfb{AaEEAy=nAQ%M@^AP#dA}CE(&h>9a&ngUJCh8+PjVIVlv!DQWs5C9>Ldio$!tcM z(Z?wL@HJHv|8NKPxD{F;_Gc4ocf>ao_bs$~O3kVPlFew47mC=x<^jau40@A+^f)>t zNNXUnF8sR}Hgv*%n~AYAtlf)vor|;sMrXIlQz~Edmtzf}U26&L8uT#DIs$uR&I2^^ z&KZ-ex<$Rbhp$ni^}3Oj_4Y<|`lP9>dk~P?vx_{Xe|JCm2#mEXxhpsKWM;oUG3Q3i zt0wz@7I@+YpFp`Dhc8n*Gd`v6(@(X4T48&oKH`hy#NN-acTk0nQm&%AXitEN=EA;= z`-%PCh0g_AphmgmFSFeYvhM_t`vv%KGI2=`e@QHkWo_x%-&Krxo-sq|1&($w$c$?6SJl$Pl-S4FY9g_Bv*gz4zx0h9eYoljX+m9@B_oV zGDkPYw!_z#AbpWQ_E?9G>eLz+5RDo$0T}A0+rBc^*(lcsQdf4i%nmVw=Q8TJNoN2nQd)kFKH2aasi@$&lVfZe;lm-Tu*U#-q=U z9%uVxXnQvKNQtSzP-_{bPZ5)}olMM-*9{k;N+8zD69W_IbM~X}60rAWh3FV(+7)vKZDe{YLqGl;*GeUf?ccL#-`MWoaBH7gTi5#AhvH^*OOR4(X9UK-9fJF~2s5u>U#9X*wmqM&{6v`OM{~h56NM z0Bsw6^EBrC3cu)we`lm`Z9zN+BI%KM{=EvHFG}2PBL0S;zcAyyfDisv8RbB4>gGny5GOf*5NEGHVN>>J8F?d~ywMCy>2qg59zQc96t-y<|X6Y6!V;NFxtfJe+=GyN7fc=_zNA`G_?nNV2Ul z$iwVVWw>D{!;H(gH)}Ge-ZC>$R8uI zZ#Uv5guLdxg}(at<_8&p78?BQA4cub%0NJz~UyeRP^vPoyJpvI?8MZ*P$MoFBW9kA28x z3-CK9{H_Lm?u&e(j;ug*Y6P9;>L%;i5$GXxCV9z=Kl~+}v-#_KK=_++<{)+okq2Cu ze@T4xI{PpkxsRX6r|T>W#=6VE>>iTLp6lnnaflP~-j}|0$2IcxFn?+NEJ#YyQyp{V z%(9alO)Y)GKII|Kd$I(uQa^(%q9@r}%wmpij`{cb)KXjik$zp!*M2tsa@4?u(6F#Ze$tpba zIZmF_>!V(yULeDZ)Bn+XmS5^Ct5btz4bK+xwB-Gkdw7NokV6$Re7tS>&@Xz(cNPB#w zO=V~qYjLLijWbYw`q3b0NN*V=G6Ovyy~yzG*xY84M#RGw^3(Mf-}~6(*sd*mF4_Gn;InZ6{D;TAUD%fR7YQT_H{P7 zZ4mhPI4}xx6Ff%MxU!r9i_*bUIP?$>evMOovZ$0;d$+yp7cl0 zpb18A!e;1(@THp6fdRx_1>&JIbY5rh9gq6ZbToyAsX4u&P$N4*_0oWRSB-Pc8F$IS zIC^a8^AAVXu}__$(Ww*WDUM71p*RkbP1L{jP@23LN&cp*le{FjXMjv{4~AySC}HS%e3ck@hmYWMmGR;9 z=ScSWN_`*k$`LGP=)xn5L!EPunv1{Hz{hrwe{?FhLZk;e~v zL%E2*`V%{m_`SC$=V32V7H=u`$xjxw4H8?7QO=PodLDzCjC$3Y8nK0V8jhdbVm@=& z*Dq7sOZkR9r8sB(yk)6Tlbeu4{ZG<5;Lm@wXy+EuzjXC5OGz^BMPl zBKIt0o{RYZ|C1VJXafgr&Avg_zXK&GSJ6Q$)mXphU!i7}dJfv14f@|A|5qqlv&s(I zHD~?re+^ZrU)@35Xwt6<1=0|L_#&=|LTVw7h&^J5{I#B0)f_bUz`vf0p`3%(u&n;~ ze?EqH1qbbAou8j;p{fqrj^4VSFxC``{PQ{GVco-he|}CO?A4?Wx}I?6^Yin{i@m2i z{`|Z~)N;@cPS*8AGOyi8+RX1_6$kBf&$L@_yP6JK{n2TsFO0Yw-z@F)SjA!+9S!?DlKR%y4M z--u7EOWNt{U)(|KbLrc9$=#udLhSV4wVb&ev_NCp*`i1x2Tj|ZcKS+}aL_W}(Dj9~ zr~f>6rj&HhdOk_Jc@-`1prusO_voL`sRy>&uvedxVr{jM|IB|o<#y0Q2J83zdta~f zsid~(#z3wOL;ug&a6(=O?b9rMTvv4cy*U>y;Gi7|*YDlUz2V5u&u1j_iTO4kd-T~M ze;xA|uvyA*ef$uv^F>^dzqf|K(hizK4t>v$b8jTF8wp3kkWeH9@kLw_h15bE5qrcA z`Rn=JB_}nVuFvoPzRt6#gLWnP-(S}q-&*<2w{|mbI1+}0A|Z$`;)*Dw7UGE5BX-DN z&v6sEqDg;!?7w&4={yeF+VT2*VdxJA!0mK9tldozY_~lJ)FH!jUi}6bV6mk-tCRgbWT^V+Vaqd+xVG zt}|XF60VPnD8x?xU0asJK|AHCUwfT@Mq(|^}$zb&cFJfhF@=jK&2BYkLT zeXLr{$r1VY^Skk-q?Y}yKK8%PEA@Rz&HtGGH-)bMTxb2yCAH1>_51#_IlTHSH{ZdIS@WKG*@IUva+PRXN&k_Cq|J6R_&zIDy zM1A`k^A1Bokr2ce`TJ`LCKuOOr>`ZF`*$PZ$j|F7Lru(6`TtLTjHYMI=b-C$WUlsz z9daGNjzs>|X1#0EW6spCPn)%w$^BXo1JvsuIN=rEyNMAN9>Tl_W9%49keMu^?O6PE(GyK{=S|jnK&<3PCMIIptq?z zG41r7p%!mkqU#G|eLuI>y=5GAw99G7iaBWg&!*k{+&KFs-qiK|LqF!Z&+#sUzEh(#Q8u*@_|)w@HgydsNoF8H zrC;(@PF|ru70+wjvy%97X{6dz&Z?F}QBjqz;SPHZ%=b1_B)}d!p9QK0e532tR8@aj zs+xK#Q8nKg1;k5Jne$myT)0J58(~o~{(Q|F_(Do+i`vsPR%I$~Rj-Z%3+I*a{i}Jk z9N6a;pb#?`0Fe!YCIG12d z*GGl|n+V}`_yAs$cjJ|IXcMkf<7?3NHuZql^}hg-*#s=C2k?Mk;0D=&8=U7A{%#BT zQvKj$wJs!HWp;{I9|mda$uW!S44umxASTn8V-)sS{Q#N--~@NMPp2k`=N0weZv#01 z3bAo9&=Fgb(niOr=B=YuwbD^4N0vx68VKBK#TVUy%;)s5s*i^(Djd57O#=#D3)n|d zpe*~K^_T};%gYq?2lv+enplqE&5M14J1Jw(k?*6uh<{0hF#uwiI=>Pony` zHHNR9N2=+=G*$4NMWx#a6b4vFwHIa;e#Wdi0uNri&!UB3Fy`V=t4rRO7V5-lD{(ES2JHcHA8)3R)20ctJ)o- zRb*nMn(wEn+a0XxS`Mok1wBW@YCwUW18;z;!W(Lo7r=)KV6y}u5=WwWeSa@@2MSZC z4v>$D@yeJkQWZFEQHF{Zl>x|F*;HTwNBBbWK5YIlTKTMvR!#5mg>`(dYakG}^AJBGtKN-9Gvv(bVt-g)|W>g*sV`QS*JUC9x&l0WPu834ie4$4HMpgvB3xM)q=QyAm z#uT-=S)%&7GgdvU9HkOHH5EM0s*G2eKTzJyw}2=gV}F2790Sr}4}8lN=+1`{$!f|+ zC~y9>s@b6y2|CWNOSvje3ckjS_E^M9LrbSb$Akx$n`a$rvYB#4g9t*F+G~O z4afKUqia0&%LCl1DR7m1x0BS_1~KXuaMj{*7WEc5qyF{nMC_0?9(ddsAjm*GYE}i- z^f6Wac?pPS0&xR8W6?pNgFsbQoJ&#rYR4$MKcNeF3550_^B|^Omqe&5#Aat=xhB38 z&A97hfVtxjr+~|J-T>4j0GP=B6qRd4lIms`qv~{vRCA#*IhYm5?=GNCIe^O~n^nO> z(4y>s)(2{ov(Yxyb~=Ln|KTZ}4s zPg9p|R^{;;Y5*_t5%8-=tTXEc;H2(0b+ah;It@%&gB}Gtj{(M#2^h;&a$4tpz`0B* z>RH1m6$Xrd=op|wx}Ds~JIBnbI?%uIP@_~FZ&qJsLCb*s&2{63V2U;XbYMqDEpOGmC+aa9%AQDM<{wSL8I`1+yJcd%4y)jz>Q8h@-=4QQVW4k zE7muGyxf!A^PIdB2vlw*d-1L^UqinauVyTaR1TS~>Xa+AKtQLK18r--KCVc_$41$d z9TYHrb!=)6Uy@!)PPAukj_hZS?a+=ChAPA(S!D{0QyV%0ZMV0m-N23_Y*0}o5915$K;Vx2VpD$ZnhebFik(#z1G0J>2wjUiX5|Y!v)T%?T6GF& za6FJRAW;GA!$J1B7x1FiUaY%Ayc#`4Q_Y~x=}3+0_6#^CkiK`#fca&EBH#l$*uMk& z$v2yTLWV;Dun3BmARv)TQ`G&3397`DD3xU^UvQ_MO{|BnRQwZ=E?ffW2@{V$&=7tMNf=X*8Enr z51)ug`krTx0s(ut7uYTmh!}w>`?j~K4Ai;1_*#9Sem-}pv*_DQF6{@Dt0VUA z$=A=@EQnXD##q&_`2Aq^I@3z1aApAW9Zk*YPj01-XZM0`BwLc&nkib%qE_fI^ft`3 z=4NO>fWA#x4+IVo#1Cqe>wLM~f`1oe+<0aZnvuuD%VM< zWm3qo#CGA1Noufnlqy;mpNxd|i#2WAMjRn|wo{k!?aDi;b>OBvm&$#W3bUO zdWpT*$u5kV6_%oU9Ew%5fslK#_AUls=+&UqduFDuFsl-?%&I%Fak{rzvCVQUep+1l-8V9WsjXpV*5{Pu{m+1)1iD`3@mm5u+lly{+UqR+|rcA zi2cbOBaWNZb{l>jYgUKw@w@0=GRds6G_|N6^q$wyQDipxbu2wqUuYnRiBZl#fm=W+ zM?CGPKJ}+&Ij6s`frj zrBILGxdYEGO|1f^J&@Y`0{=Qs9DTh+E}{0l+D!hYW(*_m9f0;B<~{u`c4~|dcAy_B z&b8s}&Ap4*jJ*Dl{w@=Fy*>3q?~B{wZ?75q`fcjTBYKl6aq2;5#$E*_B9sI|e^ZJ6 zruHeIwa1_}NI@6WD8{e!(XXK`05+BF!0O3cPthcG0U7;VNmX*T~^?q{?Jx*eUJKw7L&v2(@t#y`W2P=w^U{zgQWi zY@@77n@)TXBR8m#v(PmWn*}4SKcEY0u^V~g)Q%jQI&ca|HS`rV%UDzi?7t2BH^a8u zA3_~KzcG;h;3#&yLTzt?Egz7-i><^Klc3O;6Ri^akv~E#Y6|=J3q4*2?qBgBfcANSzff~`2ULq5edE|*&tg+Yg z?=_layT5c%aQd+w14MI*h#)HoO^BZZdZZ^XGYW!GD4Zco2#=gb6Lc#RWtX`ZacR`I}?rc+k($8k026-K( zcOrLmqjt6$OYhVZUj%1-| zP(@_<#Myy8e@lFvk0Dp&hKeFMQGJFo>Y$&Mo(`&y%FwmZBdmDKS(=zD$(|P{?$WV8 zU9hoUFD@Yw>_GtQO+^Bj+qjMNROGfp3z_Sk6jiiVq8b9VrA8giH5iz7WpdUHv#JDy z-kY3ns|8#e%BR~*X5#Y=lot5WDRhs)FP7k!nXuDJMEBR0h_4o_>h{;v?5Xq{`RVKEF|T9S zugoKwc{D>_;!82qeFOgExt}w_HqJBb`NTWPs&`PFDvi$sK%+4Xe@mr~P1r=9UW=Y^ z>eU*0BP9DsoBBfUl?ZiNH}YbUXZYaR?^K_SBU05Cdgm82q1qUps0u_|Re9)BpP#0d zL_phw&U<_4y{Y@IJLwIf7SO2mo2WAd@axyy`~PTr3*f4*FYG%&ai>Uu1a}SYbS)sb z7KlJqPD(vN|p*)<3-VH1a{c(3njoWkm=utSIPqK%KD|d?I&Gd*-=unnDtiM2Ror4+%-@GIKno^HSCUf>lNRrkoVr4`62q|L^^;utwl&iq= zC34M^{!^6NbductMqRx?t!hZ$xP#P3kNfzj?589N#b#Qgp|46UNq<)6YcxnW6ivuvEiW(b#|{i)yR zk%##EN(|H-M9=5~jagOl^=Il*2Ii8r&=jp8ejLaRW~j=)S;d*XKU#thsW+RPsDn+Z z;f1*lD!yAhzsdp?@y2ErIdPo)q-T}sM-DNs`8S6Sr~+rJ%tUsK% zy>*xM@%_<)(1R9*M({Sz=2))*6ej(0)BCAwP9MlS#Qi<>?M#a7Ig%nf$z5~H6v>s1 z`pqBe!?5KoJKPtZ!WhQ23-2p{sLGoh@IWg%n_3{+Yf|;H2QIC(% z!=mU98P+ApqHPhfX*U#Htn=EGPHB6o;(Eg-%jSTZPY6EQw;G$s!@lxau!{B`cFEOrqs{MyLpaGT_4AJ zCL8Njj7^fFZ6d^_1J6&;dB-@;WEGfkiP_9Ep-UTT=6Np^Q}m~Ht(kF&y+!oOi`34y zTcIM~h+UR&2J@!AT}qS&)^Mpglv!*O*FaTz17F?C1N9nbiG{b1La}u8PimCq6HuWKS9w$Me0MEp?WNU#2=};U()#mQgRik4<165v zz$Q8X!)OAG<0wB@@zwaHz>b;~=%fjuPMQim!DjY%iLcjx;p^=NZ1U@`K#w-LYQec) zTBeeZhP8!~p`*Xr*_m`N@Z+CqKo7AV*cmXNu0UoCx|mKt)7Alj$x+-@ZB9bV5$d5C zUwLZpr`}q1oR3<3{B*Mea7Lg#IV1tx^DJMk`(3QGwIwGUDR=Vh;+kJg?>@hJsF5&IoOAK!z({4@LNs!~9u z+xw}*1n4M!HL1fhAQ)c2P=Vw0Uj|fw&z=Kr^X3IGgkQ1!SoFYV?!aIUuZ7xXjEh#f z=b{B`x@q^Uo?6e;OQ&u0)!RTicTNVju#dOqrUxQ71~}>#*7*ZCG51#FO>2{u0v`T& zp-HDiKw)v*q)mZGnUNOIO}TJ2*fqEP|E*TUECJ?YY6*v7yL#4y3gT5Z@X=xP}x5-qseH6CjJ{^SZ0+ zQsAnsymenQV(t%Lt$4yudjnnVSj(gj=kV6%RFk&AkN2koOJ&a<5nkFm)mO_D17;5# z_&L5FN1VQAACYk;Er|YI*{>@$8rcB&574jQj=8Jds$M$W-B0%eOIw;^(yxVqaI^t} z;tnLw8%W{^)}KuL1IKD^z)yfN?b^t`V}P`E_10OL{nQGKV}BKs9)xnD^E{|`4g!U^ z!+k45+0ZvY58$_n``YUDVvay5oOK0o^YYlvfOa_m=O_h)=-D|}tv}LBJ5KY}80>eu zEOt3&(v3awEijqGCj<2NtHjAoU~YZeX{}j~I{BWnW&v)Kf5}_0iD2BIs(57ZmSu*x@nsO&e{i^Z=-Jl`Yr*Mxg4s3$sb&`U3o8U zoW)05ANAA2GfX;yyfy~|CyW3FbQ)h1FZ+)JM~msC%ZEAXOzQQyK|sVd(U)$MXU%}% zZgSIB=R7s$tdCB-%3I)T0vQ8JzKeP?W*l&L?AI6QRaN>`1nZq5_C8brV%QM4RR?IA z$nU4I?s{{%k3MPduS@G7)cGEZPygRnooIJuiRAs0?3vIf*NbLfl5S>yC*-ay~o zRqw5J*EV0hwf_-lJ{(QDoZhCyLc1Hp#&al0K0x>J8Ja5O=tuG#SX(#l(b$K7n?$VO zYtwS5vXC!Jp{&RR?2$J=f9Yz{>@5Ox6KgH!T7y;~Cosu+^vMt)UzPa#JP@b-SAWyN z^?;<+aMsnIopl2GMG^mJ8v)%c1}yuwhn^bctAjQJ^HXBs5V3VFK$|`W68;q7=avWf z`W}0H-(H7Kanza_pgSr1p7(pYVSGb>|$=wyPdMR*$)A0s=t=1hAq}WDHMmz zu23(~<@aaU8rzL~0;KsN^f8D1G`IzMLVvh`4MzZt90*MN9#W1u;Q%%{NALe&*IExw zXs25fopmH}HZ4`Dx>?48qQU`CaZ#Qgi&_sPC z?`(n0471 zSrS-l3Fvcx`Xw-rog)tK-0Gln_tFzCK#zj0GjmUOYG;f>KLlOSD`#&_o$Ifg8U*Mg z?An9<6=ttq`1R#0eEf#_5t)dL!Jh5u(W^d_^T1cLaj!Rs3lPIQ_&5X~4=xHMn;Ni_ z*ztPdr5R)Vbt<#SSmI$95XN#q{tS3xGC9!^`}RfxnF|LmfeN6Gn~wg}OC5VLZ?eaR ze69|A*vDS}V8$$tG{rZK$g5_|kE@A`zCa3hRfWo-T5lazfjy&7V_>wd=rV%OkHkO6 zfMI4}jY8#eg z4d2mgiA^u|--i7a!nOslR|o9+Gxl7+)>$9^$L8e{J#} z$Ub>x%$)_v$4SKL4RT{5b;_XX7>&H@+*;>k=%7Q=0d++m57sfL4~^NRAT_#STYBwM zFXl~u9nE}Kqz7?Nt~;BVH_7kp?6<;wVw2dvLLD>{$LpAtuCdlE)~QP^oio%$Gd_3I z35R>>;Aei?lUN;6in(Yk^jq7QXRvMlll0mPoP)^oBS@9Ge(DIl;cq8R+Mzj6*Qrp8 z>_uOCXHEXUmHe*Ey?11H)WR#Aq4aUl`P3*+;L3i^Q1WGQ*C|hZ^rA1<4}>Zw3>$FW zDg0NNnq8I{8BKg7;VU=n8F7SM!nSkpQB`928?oINxl1g6#AjjnuS(_CTIgLnb(-#^ zS(#G}x{ZnnY5E50Qr z_VMovs586KH4`;_CO-{ma}ney|6YnUXO!u!2a&AYV+YXneB?lR{yxdy4X90b_`5OE zt1vM`@4iOfjN|&5hguRv^9(-mv zIy~au63HAm#7pNL;XK!bSUF7WQ9l-vAG6TA5!c3%9|jf13HG*^eJ-j+>`|viL5;F% zn~Pqge{^Q%JMhgz5C7t$ZG3#SZ*G4b(gB)9W|h1Rn5X(--;GdbM$vP^jfi=Xn5*YAmqm7SoEnBl5({k^pKDf)R;s0fJX)-jw5iK$xD*FNlN2K8bSdA^+A z-&O9Q<9l_}b=918C-Zv_>O;Fw&H~YHy6_B?Zk_#f@KR_fhf@D7^gnVn4!<h6q!0#{gu#%VY5-E19Z<#=0sxs6*ezNe%2;Vhf}BLVW+#;DS)6ZAP}FfgW3Bqww-EDJVRvTNu5O$kdg-8ke)ndKDI7EEPhMnIS=*C;}&^Hot{WMwIDVZ>~60YO-_0zn~U~horc79J=Q8lUyQ=< zGt;^2Vk@=!voLeeR%m%Mr8nskX0tv)#Lp4x0D1QdJ!aS)ava;% zq0Tx!;~ZV8g+6%Wprt0Y(U5iR_0B72{R!QTXB);dp;)9iz3atj;$*Z3w0t~AnrhNl zjmS%C%t6+Ez}e|3@iCm*QJTE^N`9VDK`!Z8(#?@wxWwX&X8Bfmoe` ze_hz03w6e+5og-=P$czn)f)KDt&hJB3*`Al9pZix6lB|&lR4}7rSSZMTo`|rGcIzT z`}aABKj=R%cXAfubF-K`T7~%Pb>@R~OPGo9R}=JV{t0RuYV%a?-P8EVJobjXKiZ90 z!uK8Um1j9@3B^MRXoYKR_te8je6XF zLapOGS=&{E7rJSV4!yL^Z+;rn$)s<8rsmO;BF90EGL`vbJ~6w7+52~DGqgJ@4!UYU zYpuMaogRiJ&5?XH;_D3ZJ#Mji1xIK``n&U7$X5qKT{bv9GsYm!3DmzJ>gz4?V;-?v ziT&pxN2c#;p%-ej)GBw|=;M`+dX?O5!#X?4LJiV{=Qh-Uj?|Uq(DQA-eaep%!Sw|$)0{)6S}e5^nnJwHFGm+SY`Y|AFeW! z+KK+g47MBpmZ4|8ByLAib)^qJ&cO_5V%}fC9@a9$tmGbuCo=k3 zCq3l^9V+xQ_QZ<*f9ut%KwXR@cDlQ(-&-FoUjZu9?!@#y<}T{hBxbo&PGn`{bLL(B|-c@gsdz0^Z>7+%z8t~Cy14lBWB|u?~9S>f_hUDT) zYR~9MYHb)ac)ug4ra5X8Y~e<4+8j(Td5MiUi|)$hrsJWOIuih0^DJnZ$>RX2x|;{FsT6 zqyT+;oV}c+&jh#AS;<{>bRlOwh@F?(bB>@URGWgGq1)XO=dPD-^Nf5Kw9tv1XUXYj z7FSqn)*1 zRb##Ie+xx>e$UoA?pNd5>-_(J|Cv!)?5wfPjWq(%X&~Z>bVdaE>v}%;Y-??M&$!pW zzt5bTwpNe)#{d84_h|gm)_P-svBr<-TK1`}wc;RSognu3V{1K1XJ_q}`^W9~?whUk z&^JS;V08L%y@oxowQg_sthJD<24lf&>!+V~^&v8~nWmv;MYpUckbKG@K&1Tm8bu|fWG9jbG} z*1CD3Uz+VF1MyWLDDC!hBNH(4dTD3xO~h;YnD6>gn*$L+Y>eNnE5dE9i9e;CEv8+! zwbuSA?QD_niLEurWULp6PX{8NNM}S4d!z*NzkQzPldW|^YTD`Ljn8u|GS>U&I&Hph zYpvyAtnv5u()hfs_3{zJXa9TOjz?^*k%_*1HV8WfBL7_9Ow{?RtqpxUv(DesIq`uc0KuEYwdm9(BZ#-&gHGG^}@ciwfCuHTkAqULq|bJd!z)C2l?;1TxB+V+SJe` zh|dNh0})T8Ga`sRQUb|?*dYIT|8*`gYg{mN`1{w6A>UG)8+!cxYa2ge9&|FU4Gw1y zh#)q`@79;-wD6jtQ#iVZAi+ow5{L{$JdwYD&j#_f)&w=y&BOIJ$aU@)jszR`MFg=i zez%q&H*MM&`d#Pma3t9HcSH~y<9F-NA-2|KfkrL(F}><1*;*}5hF;C=!p?44xhzvwLk-xu} z=hU&l0YY}J-{>iRvN(q_FR&cr?M8v3Q3KO3Rr*#>_t=AA9J*5eP; zE=IEuqrZNi`_jffb2Hdk18j|W`0+S@7iDWT7dPyZ_Hka6v&q@Oe^#TG(Jv0RFs=$r{=Yo(xWFX>+bVdZRM@k@h5F6w_ulM+# zt=0Yev!P%<7lZ^N0})T8Ga`sRQUb|?*dYITy`>Lrt-HG!u^zfOu&-)#7*VcNmR@&(|`JJsb zf2gtEKhvig=jcH-On*|NY;6i`suHk;yeX0hKEWsC4pc(2G-L6*iRfV%aXudPV-jKz0;$C_*&)YKE6(0EKCl)g$m^* zZ{+*{9QQTwjHeda5E>~%hXOS?%Gbw%Qd9#KT!Bw~D#II_)AKhFhcm!%asfZ|1$y`Z zh*N&x9S4E1%mWtCfv?Ed1%kAKui1~wnj|q_jnpmCWCWeBt=o!TXeU;lV94~vrUU&3V;ZzQb< zgy3{j;1odBY66jImcZL^Hzdl|{P8klB6eODE~~#-q}XHL4nG&FnjXMufDw%VGS(I- z(HY(-e0vlSqSnB!Ye0`uj{9MwI!BXbH(#yK3PkE`I^c}66UAn5tXwY`+yd1OD16S{6^YO8RF&pnkJRJ77ICZUGAewsI^Q zSi*oP@yZq@+j2$9eU}I+_0%f56lik`AnCwRwgOo-n|TAYA2b`Sk|d--yp$ObBe}~* zv0j9Xgc@b%DXW~?4m9N=(708={Vpd-N&Iy3GO*Qsk&?b$xV$Z9m3&TN(qSWS^aVb* z3#gUt1@4~+<=Hi8OEm z=36dBE&^RW^AQLKIr!5PgSvz`O9Cd@8A^eviBjWXtTZeXC8oUL(!E@m*pZXxfW{Ug zMh3G^hdV&)U3tqj5azSM!}hY)XV$6()TR-zm;-;m@^bXJ=kmDoKYbSeLj{W1Y zSvqQ0OJGY)@n7-X@sg2xv+=7{u5Y!kng-T`-F|h+kPOlruvYma;4g@~MTbj$J#>?-+BIR?HFzG%Y_`1m=yb4rakUwvM z`rM(mJp)$hDg4q~m|0nk-+2j*8B=n=4^XllL3Qz$-&gVsfWxff%NW-;>Vl2w`l z8N5{reSp&G7wYg^pv}ZXGJ5SJPrL83N^cjd#HO=K!~0=U9k|vp=ze}`8z%Rlh3VcP zMS20BU-b=`>U&_2K(Mo*ch|GjUh19Q*d!@ZDqdc!kCYX~t@6-H9RM=6Bo`1eV1%WK z3S51<3XUk)RW7biJ?irohGx^lUSKvJyJ%Sta9U!MaplY z=Ftbb?1dhIwa&B5X%dD%Q(rge*wgTz*b()7o{ z#BWw$ck7_2YGRh^`KiTOfRF)aj=v3zaRD{EKU5q(P+Rl^UOSH7IE$a@py4 z$h*)sL0D8x~#?-3uybYTi=nb9HNo<{${x%CepHhDg z%pqQ8P;0Zr%b|i1GG>iMauM$>&H+V>ff9inn{_Z$p3p;s_d%-#l|you6q%nrMaEnN zI%k0v3J6)u4j{+dsfX0Fxqb;Ua(<)?NCB2dzv-Eewf2~07&H{2P@*K)Gt14IX3ex`0!+D?C>hu`jmy=wwB2Ljm& zIvU$YW|@03TK1g_6D`2JfZnrqV~5{~#nnI|fzo}MLm!cFL`)Z#qoJtsld)Z|U@307HH4_GZw@&hF-Qjq##I!R9t52Zdqc|omsyewWW7LSl_ z^tU*2uqP0^3H<+rFktxnG)Do)jA!lvb{9l$MIg194Sr(YI0rpNYEht*;ZQQ&Pm;Ca zabn68B`a%$OZ^dHQfmtoUOj=hqN`0gV7=sNHGW0_aV-p#umv^HiCn97liJ0;8_+AC zv(}bi-q`K{w7Zd2Di61aS7VEer*9+z(auSIs6*cyd?iYTFtbdtfyyD0K0<69+5-gv zHqXet`Iz6!EG5J&tE!nLbwZegdP6tG47q`Ma4+|`3d}J74tgqakqq4M4SBi| zF^|P3gOa4;oEUM7v&e7c!pu5Q!W1AUSUc-Ha*cJptD0pcZ%NNIgZblKlK8%flQx~g zWI8j{n$1vjtN^MT#GEvP8UqwDB!GPF!Ti_(3Wfp9Z7qPAhMT1@Z*5m-l`aD5-wGwl zIzO|Fat5BwoUmX$^Ay*o<9bK>e{=fPo5I8{ar^nMS?cypkzv^BDNx!>%oB0+lJgsY zqppDpV?J@!Bv}$t6Qug32w9QaBE@f*B>)(C+m>c|RSpV)pV>!FXos>vnSj1+W>bfU z6GvU4Kx5CxDv&FmfNQ=aPs#h7^mY$qGky71=|ss~J6x{av`Cm2Jq3!9McgAdwS3t# z`Y^S1+I3*GSAe}f08+h-n1>4ELKbMlK42SSx-v6mUFyBdO?n42{%k&bze$QbD3v0u zf!pr>nk;jetKEsW#q?W$<}!ERBq=vPnwi8ZiOdrA?U)BkLN!GW{Bj?-Icq#m1!9{C z>LTjZwztgR^oF&})~@(!#@7Vd?h_?Vc7(~2Inc$_V6Mq&k?rW+iyZ0liWwL&BR4jp zM-O@<^lwY)5mo7tR@PgAE;WgJ?}Nlje3CfbfuiSXn55fhk)q7ulc>*C=`#b-sq<&* z;74qLRG?<$=L}Sty_xA*27I{kX=1KVvh*LFD7VYTidTqLcK$-$m;j|kbBnl@hd!jR zMY2M5Fg8E6qad^m&4Am^jga-fLWMZZBG(&PWCAn8kjzklkXM(#QLm`Oi=bdQlQl)2 zVaLPV&yPBJmh(mDW#o}tyo}otE|qeHiLE>Hz7LGL--cMtddL`>A-9uuZU@CD5hKg5qfy=Rhy$nOs7l z1)$zSx6xuoq!c@5k$|5pQkPg8M16_G?~lm8CZ~ZOhfv?BS8Z7LIcrWKHY)MCo9KFj zxa>^472z5a@iGi~ip2BxasJ(n|KEzgZy<;Hw-)?c0OC0!Le_q+R4!vbW8|)LdqbH+*&%|8E|j3qYnKcj$pD>l2euQp5-}B*4Y* z=HnW}2h>bs)?R_$RmhQdT%U`dZB|(F!Np)^34~Y=O(V(hq4Y7 z35#~b$pq*%D^&}VKL*kVnTd~*8`0l@c+;2r}NfV(Tk16MrpX zCaTFyuQx5weRM-nk%D`nH0O;EP$>?KVq953{6$`l&ZFQB8j+ zJesG7H+sFL-`ZfWR_t{I(wY2SxDI-nJV{b)e6(DDZ8> zwJSyJe6bU=u>-a`fbG5LrSr&17uMW=3M!C|N#e3ON}eZ&K_fyBhEnY*b#(+W@f)?o zhq=8U>l@S*5!h)Jc3MQNw!}^okeoXrC3t6;IMKW75~G3C;UegfA3f}epQGr~AK60v zI&%e@kOX=*ehS_WMFP~VnS&#x?hR@wIluBC@w|b2Swt)5xY(H}f{l3c% zbZ0FKXQN2^{2S_flPG3jWp9_%=`93%c_m}Or# z&P4R%EX;)kNAPT^TZ*isUYDlcH%)?4lX!H;OrY5w< zro{E0Tg3Hxv$P*)mXFW`WG-ouOw3ER#Ag6`7=jIVVY}YQ45T&ZuH5*r=_k(M^p{24 zZ$K(Nw`;NtoDeVde~FOx^`QeI=7-?Jip2avVt$Pg^YoS>_^=jI>`IEL8Tz-`DKZ6` z1yfCIN{=YQ+3C}J<~-uokr{IjeK!cZtdEML)>tJcaThTP%8~l`n%KL;Tvvv^+K08@ z?WsRKcVoP~ z$`vIwl6g*bff`L+a;i$*qxTfb1|1bO*PV4zsoUAo z7^%Uz?>&B~dWbr@hPh!1a|!d*h>rA#8ax}Zg}N>;w8w)}q%IVW{?x~@t(8FRWr}%ekCA7uk$I#u@jAR)+cR0p~FLeP%hhlDJ|PoJpSyD?+`E zOptpyBE{zmy=Vs1M842UI502#0*w(K>@Oy z=MJ1(zSQDb2GnfZ=*^dj*%;O@OWYQ~_nGJ?%c%iAP)>iH6DE^bqqz$`v@vr$zIQ9e z836yAneob=Op$P6_5-};kJ=QenR!*b${n4BkzQ)S?3*oXM z99l7+IbP@d+x7})Aw+qP)pZaF@o zes~Te*Lp%3!6S?RQYH}~07eP~J^U*3%-7VrwtQhp3p~POxAm)?l zJa-C&{%|x@D?IP$Q6K6Vo)NWxl4&_MXcmTU4S8PlApt7HXz4NADzAN^tI9^6lB2b$ z;Zw=cMd;O(c==2oZf6fg_wyVmkoxg0QPM|5!%`b2Rmm;83s90BWfs{(&DhTTPuv#X zNZzieM^f(=Q!n-r8}(QtGqr9Y{c;UCbc&v7o&d#b`y??z2~;PJ&)cB;ezP=yQmW2W zvxIQwNSJJvxBPA`x?VX`5a=M6of zgXJt3jRSXr#%V zx77M-tDV4sM*|-T3DAywWxO3Kvn0uxx$ zMUUTg(zls;+bFQ00>C;VfmCz_j*)JPtJc}YTYe|>(!;xb)pXfUe;x0yT`NPW5f5Cb z4e%zu_WnEYoQZt({&IO}7x;?5rKOu5vGdR+&pfqY7jNA&q?dYD^VR7lKV4qWU-xeJ z*PgkdUoe?83HWr+>cEX>0zKuc?ssRK^m=h%fvjDiC9v{dz{352qdfP}^;dgo^ekWX z>EWlbybX9Ou&zwlaAf8H{gpL5feLLOf!zXmJ8D_r={9~^vYwwVUFNTzP=M601@xj7 zP@?ug-}?ad91f)f{#u+DxSbC{a+O^lf0$e$a`m11_8E7vM6p+;rkjPxaa3t(hA7sGNq* z;jW*iO!wDm-~4qC(2KY^CT(mn0e=SW#NNwJ0Pb|Lm)2eEr`dt-F646?JDap4Fs3Gl zO=n{<6CXlLpJA;gE7oX7+G zk`LQBK|?YGDgmzn>>W5{SRF5YGR0RDfA!ZVnM^vlk4c}cFljmN7s8vOkEbKXxaVf< zJQsg`I^RJjCOYb7pf^Xz$64gyG~g@?=JOVHCpQg#03D71#+yn$m9FoiIg{CM zoSPs7rU| zGH0#L{<2ho;;EU7{?Xknc?&cUuq*Zk1le25Kx?#- zJQ|1pcMbzCN!%|dj?(dS>SSPlvw;h-p8edm+OAVi^*iFM7jpo|0;01O%8I^ST(sXo zSFQTNL+9`H)@DGdYvl4*Z(w#d&=d`61T3AL9l7&Q_~ujKJw6ZHY2)ghp||Ow89GuI zZ#iqu_V}ZftC~-_YbCp0dII?Oty|CqvA4GPa5Db$4*^z6T#Z``ZO$s{)e36L9_(l} zX~YRAl#ozh;Nzg3c|^VXD|Lw%(efwV$58=dTy40E664TmUIMaGAKhL$ACC{l+b*P_9w)^8=-)Mt||At`7>( zGt|6Fy@AVl6YH)(?-sf1DeC)rgQg`E%8*Y$R_SSLk+Z=5E__D6H}sOH{Cq_H$k$!V zo$jeU9h@|UJg5##uNM%kU~2nvUw7Sd##^^-^V1K|KZOTjljH2^3UIosz`rh%Qzz*a zal}Rh@fOoTkF4pb)owUz86asps26>(*#n^7KGX~=J^0=pA3a;;d+>3d@o7vz7z5WpM!G^EY;&)ITyo6%Lp|$26 z(_T-Xbkt3T;uj$dFur-`*w0lG4on863LxPLL?brm{Y z+v}=_iP!a8*pCfD0{~do%r*AxC-+$zzzOr`{ z@m_~oJ0<}7waZ?bDZo!%f8q1w^Ks-6^?e=pZInWM6B}LJ{I#tcwtr1sWELw2+;1OH zzy83E9f6q6#^%l0N5|nEwRcu0eIDkl6VtosTKYmcdcwozyy?E5t9Ci>sgc)t8#}fM z#fPIF;7eo%(g|qZ2*i%xACenosHe?{8Bbz-H54VT+%pKMbAJPFh@Vrr=XGF>f0%$- zW^~j1r#!VyQ$OuX-3|5zTe4_rF{MrYc1v9o&!Pjeg|B&p|_s+nL11E zWMm)t*jrm9mf7(vklBSmc%6-FzcG_SSM}bwzFcqhhZbdH+1~mEIsgOSew%B4;+h`V z=MVHN4WzaW@b@|Vyo%1rhRyi@q1>Zm>kiua>2KP-vy*nuLfvK$Yw1f(ce>~ys8Q~; z_R!bseblc#zMTVo$O-y3dFjer-G`qmQv)=f*f@i44s-vXfZNxElHw}x%jeu{C$>6+ zuSenQXNWs}A+9Sh_@~gvWc1RLekMIjeyzc_OId3Gxs~NHeUJEaeh;P2M`{T5C1^2y zo){>_|J(clN~bUQio9xoEec~(#V+TOqS$%?lv?Si=>@o7P3n3BX1s~a1C8i$C(^rV zSLW$PBmK4cH|XCcQS0`TTT%3I_7H;(`!6%^vA6!{U5Yg}BE?x_BmH4ZV>j(m&qvGF zG3nrT)CBS%6}<`(msVm(s0R-acf@>-*~_uDPQKh;&$V{e`kY}FvE~BS+s}GudO&-{ zT;lY~TO;oJYX*B}J7(8n)aHj_^l$R*6>GXtXKqn@MxfWDht66ulZ#3opu>h<*mG(g zdgCBZoe3RXm3V)>b@A}O5*x(|c zTNBD$&i`+UeB}P`=qI`E_f&sBXU#|c1W;>lK@AbxpEyr+Q-}M^<5x{uay|1D`#nSL z+x!S0KH)4u?O%Z`MTQ`;_${*$yHKDkqBedaXDsBz72>}lK3qr5nOnQH-uT>37v*qN zhj-38n>{8`lULWIP9{N}RKP>sxo63J%wFSx)F0qp*vNp*KcF5D=Kj~Xe=zrJ`7$y>$q(k>CG-2I2y-`8Cp8oBH|c=O_M}p1qrIF#B;$QLe2_t{=V4IyadM={b?) z;v(`cFFFS!57B!%dnkeKHTm~d;suq@=pqsjnDx-0?K}zzu%D)yZBqkzi0eg zSaM@%uXR(aQRBSl>5*-k!+3foJU`trA2>RDi6vj2Vb|*1V-`PakRRo-?;qq%^Y`=(2WC)aDo3cqDtshI zp!=EH(Os=SdFh$4K3X)ppAPEeuP3PIe{jAVT9%j@$XRw3bJjMf1$I*hGIh}33OnhF zj8K%4W2?w77tR5NM!M*@U)=QAKrcO7+@yy_bM7`%1Bu}acbIXIm)Q0I^}`0Aou$t| z&DlY#H1DcTb)57tR2h$|K=*i^+4dM`^(tQ4vz?z#;rw=wep2)VexXLR$5+Gf*-!Yn z+zavp@p(zzz~({Jpu_mtObsfHZRcX!)ztmn=(pF^MfYrR)%;n#)bpLMrt4(VRC-JR z_2wzp8?p0|HEZ#AVb1DgYQZr*H9u>Vq=wvX#e7Gv&i0P83Nzkp=o??`_R$I3 z{I$(x6Sa?7qbs#(GC91K-h$0sb`qb+OlGr6yIpkKO*j2CzL!qjV$!TTh+q1QGk$AE zj&!4jJ>h2!Bm&<}LB8f}rTg2q)|FK|Xi7L|FX~7?^8Ybnp@$acOtEp5t8R<()|^n5 z+BD=|)1c5G)<%SLuBJYnHF`OAH>l0J5#w2~Q5AZ^F>I8b=Nhiqsj3O;zESje^0gFk zwvvDEj?5wU@)L(=iOqq;eg}GZ6g4cE{4BtpvZiCs{N$~6%{lKa`I9~){wsOJ9u^S8 z9f&>GXXH6KItv|Am-NscaZWnEva=SUR%fNIENDpY`2)(l!fxtT)KiOh_t7S8{Pi1q zsk5B^yoY*3&R?cpXCVfI@LO?ePp3m2)V;i;mcQz(r>L<*u+2g0;&c3cYl(}tY2&V* z?R+(s**SC}b|A0wp2Wx0*1^>1qsR${MiPZRX_^z`*Hl7 zgFN(treXa@XT6lmMO$&7_vN9v+Qckd+(R!#_-ZF8U1b6>eTbgG+WXOQE_w9FRi2rU z=NrhQlKApBzZUvzcS|jEvyIN5*NU@&82klb<$mA_iIGCAoBkx~WKhVlxcAeOT)odHxIQ+!+AP&TuH2 z=slZQYc{zRcW_N>O*&t z-BoKsF+6{Po0e|psk=Y<=;EzByW+XrY9Sx|h}k~G13xGF6Ia8ih2uF_mTRF|COBw~ zcCB^Nl=k}Rn6p}PaIPe#5{cOj&}mfU{FU=0wf~)mdIkDv^MNL9U7eU3L%gh_hi+kx z!}m)L;%hT@!S5|@v{1KtL2!Z zsdoltMed!PV3UN7U zFgZJxd6ZafR==CpFXf~gp@Z!LJxX`ZjgyGGQp~nRdb;Xldrz&pz*iga%rRjtXMFN2 zlsa=GmA-cxN}*V07jj|1KAuf)=&bwfdT51UCv8GK*hp_Fw2o)LHav&f(o0Wz`s*M0 zvDr>$6>8VbXwE2H>$`_o!?qbfI9K<5=%zkjdg-fT^iluP~9&h!GSpWuhb~6W$diiN(BHb`0LPyTzQ~B z2{ds{a5yjtL=YR}cWZ}Ic2@s<#(LrW9c=s?B8ZLgyR|7Wi{}ac{Qv9x9gYMW|BeV^ zWBhLIR~dMci?K!^5Q~AxKZ88fEo5iieZi<=pKkq2O^$GXG9Qtqy+N6eg2x7xBgq&`RF!!mG&^!`{z3KhQ6$QBV&!f zx0fu?vNZWl#q+=ST@L@&_)Y^9gq;GBf39yC;O51<82WZ*oxi8^Md+1IED5o{K-GY90EsQ;!;9lWK+U?~$ zdojBk`u+EPoH63~tD(bx|6CVaJL|NYX>0HGz=$)KHFOmAZjY2e{>V4k0_rL1?h57N$_xVv+>#wi*{wlOj?~FD7nhth% zY^`@H{Il38!L{it{xx45z5vZp%D>-hYv_d=XToIXG3W_Yd$+;ziDUlmCVVfYX7yEKbUH3-5Ha1 zG1{6~YLbRC^_Yrw)^qI)`}}w;E{5i9Z4SdOCy0f#jq}-1srDFZtlgQl1+ho|TFfU> z54*knUR$_kAmWMq{dF2$f#Tvp+WB%a{l7rBw9B3MJevs{V5}F!{sMn!uSa-pm7Mbb z#+RAC+FGkUH`WeD#~;_VCNtf_8);|93kB`0@dwjxz4r8R&wOdO-nJrk)>dbY_5N8L z=d8jrOV5BmsZp-;R?XMI__G38ISJ(B1YgaMdHE;I(u=Qf_sJe7%X?ZSBT%W2cl(p-bfjA+$zas!elnkfM03@VYlTi zwp{-nIDrQch!-cI_Xq+8!`pi!%O%R9HF2`@OSBBD7bSNxMT&jR2nln88U>s6tqeWP zQj6SVt=@e7|H@DxX5PRRJ%Q2v7Ak9zled%PT$V)H92qN{(nrgUA`x=m%PN7L!=&*J z-fZ69B8`Dd=i=-7#v75#G)R#1P#C-$8X-NdTckT*&u<09ARAxfFS{yKQn1GuU;)0! zL?BMJ2LU~F0+NG`8erc9AR$ko7MKf+;{f}(1AO#kRJ`SsHk2lhuC=nr6 z|8N=OZk73-VY2lGkgeSonOQhd>XwQXhl-J6wF3hBIZPH;MepSn2^ao<4j^>EA__ia z&+*Wb0BPJkIawB5N|K<(+@m0rH~oQtb!ERd!lcUwi{vc}lxYqz>;c4`Si1{Us@!Ry zQrNa-)nu_KX#z>jz5z=Q~ot5v2FUv0(%ZL1ChnzcO0#U8+v z9DxkivEvQs2J9B7iZ_19YCvMH0)>f$_Gk!nK`)YI?*2sSJuptJ8YwGFTII!U=xux~ zvZ@S_zwE$wzd|_#WkORRCWT6-NVadl;?OI{Ip{v3fQ|yo@GT2O%q~IJ7Y~<o6FM9_;9>26y#a}g;hJC|i3V*( zB017CBpEsj_FMwErGJ9l^@VnX+;A8Ll-?D{V;7*dEwFh#;DGEib0wh3J}I&cxaZ?? zz@CAWZN-MUAA#hO12wT>uG3KF z05_Ub8o};vtn&yTjzPzf)UVRMK#)cxiN`D8^*~%#oR5|wMYSZ=kImK*U!{G3@QzHBCMhwpKWn(Gd}5JbO%~~2-y%D( z&AF@=8A)7iB1S7vV+<&A)fQH1PK~c#$tr6aTg4@lRVEz>ljQkfQlKl)CVOCCK(Gf; zdsh&94e`enU{X&9LTlufBnx&YNSQ-1lKLe=MsfYeOF)c(u;vBcH3S>Xr`Dah&;5Y) z#^=F?7ohbaCr?_FWe0ibN$hl74&19X@Uf$b;=dtQ9^a3YZn?u{o?V!Xp&wmxBPWXh zm&^>5_bZS$;HDFg;e!}*f^{n5+kCF9OJ6xNBTD>tTID9R7qx-GW%@l#)|Uq=T-Trp zFw2|EW~p!y{r6z2wLp>RN%Kv_G4SFqn-k^R>NvSSp0`go4;QOzn5^`GK8M;nsy1~K zdX_{Nvy^KFL@9Habc_SSwg*TXwSDaYpmNF718P+D=RmK4tWI`~mdoVeQJ}9m2lM83 zV!vQDXjbTNSAnNhOfZYrA+y|vhUa+i6j|5|Y7}6wwV?*6O#Ht&POi@+MiwQB{qlHe z0E~Jsklf2{ERqhptT{p49;Hugqi(IHXD){NYd%7rAHjDwsNa1a14T>WP1%Q`2x119 zv7R@U*T8pW6Xe^*NEz2BO#1!=okAn1TY$l?gF2$*M6hAfdxy+N2tV(o{yKBJ)`6!6a#@k&jv0Gm2hCNC4UB9e+6m?_O^GaS%T-7 zrNt*`76w55k%TYlZ{z7lmHdIHcLWw&3wW>{&_?RZji3}+;+Z1uRiGpSj@Ii7z4|$E zLhL;~MgDb8mLUO&Qtx$)RKHK{RA{y=&`wAC6;+08dx2a3N3&q7i&rM&Q zB-8T7OX|@`iTfHRhmQfn-SB7asoT^d(|~Gs{Sqo!m^*5-_v%*+I3TvA|5w`23=skh zeiv}*t)cQewYd{8z1q~0SSZj=k>8o)n5($YUHZYfVdN!nza%;`LCQ=#sH&S6qqChF2#x? zc0EGOcbJNw284=Gzt{c>Otv_53pUU_LBr#4(<~{+!^Aui$p157gurFDLvQ57OgR~d zZHDn?dDh1)zSL$H`cuOZ&;<+(6>DR1lp6C3bSi_PerY<5*|l$qlyaxmmVqLQSPIye zEGMu}A7+=)0no`@OOo)h2~uZ3gls3i-#9P}rcfv5o8?G=S!Q%(55USR*TY`qhx2Ht z0GZwLr-wr3JXBAKP;!x5HRyZEKt3ISy~f^zx(~=@O20(Owjx~IUs|MrzeOCFW4je5 zR+tf%P|K@4Lx1L+P4~#DaEm+}!^~F!+C$=C1pYGWXG`V?nBbqs!dx@BjzvBJ&CSg$@{M|9&Tv$)$}Eu#JozGU;&#-)Bg_DEn7iHQ>n4F|%_n%~utj^Bs$h>=c{tWxVF^djWx7JKN|N?63Z824vhJk8%%8vtPjuA2=S zmLp%G&v^Iend>b68!?i}P=H7F-w?S_*4S9w%t~y$d7h5PPH#vV`8N%oxXFIV*-kH^-ctw2j;xm@MO&)l4>=vl3$@Jb$$O z_9Q~St+mRGH5MsBy$LH13_BBjp5E!+3K{|8(3aY2K<+QF-evN-+t11JvRHzQs1qp_ zR*_TKuReA1*XGm?YM4(P6cqH$M%1a=&;cxGtxU{N6`2p_l5f{v(tkMv&t<;dYXi(Y zeVjCD9}Z_u?;;6M5?MGqvF42Jz`d#W<7yen4MwptcsUNCJ7Xi~aN?e#_#k^W=q+9~D!ee%PKO5nj;9 z)Jzc@>PZV~$#`nXaO~wzPUfSxEgqIAV?83|rdybp@LA37P}|Iqf<(NSevyLTF=acMMx;L^|pcbF4*f`qtR;qDgPo8S(? z-JMEF+;Mknym1K9!1pWqj`58<&fD)fr#ttLIjT~rz4ltu*BdwwP6rxDAxSoF+I?@12-LSAi0KhzQ%HrNeyV3ib^)+SC`Oti@7yX=?g(+~d4 zGZt!7CdRW-++6=kPC%~X|CKJLN%;e5GG%(23_-7F>arIp3|%GuF^?SDh#XpxI!O%k5KdN1?bE^Cq`K8lhtP;uEyUYcd6TO>E^LpT*J-EoBepu@CBt#ZWkoPLXzNuYWg$dRGogxXaKykk>j7qsQ}y;$%~*M6aQzuTGu6o+PpK$kkcrq6N@l z_(w|jy3o74HA>bEP?yqUUT9{NP-r5C^L(m3K6Qqgn`@CsVR~g zmMHggN6E%0a$ifcl!T^q$q!~3YRB^?^3mcH;-9$d{*3&dlqO$Ske>}{a-w#c)P~aM z9e!1Zn4Lf$(;d5CJ_C)3KhM$FLGZyxj&u+3`Il8Opfp~J7%AV%{RCzOaUeuT8#@(S;Za|-0 zf!taYUu2K+mS+(O)Y7r!^N<_#h9NxP@ky3j`(vb3Zj031ZIY+WOme;ieIPk}BRORU zImAZ$)$}TqOXM_Xo;?^2Vh8HDlWVes<%0H-elkD#I6fXqp55dN@@B_bJnI@pj}pZG z!o&7_i04!I%S-Z)?YWXWb=Qgd6u*ZUT1ky_roYUUEQJn32}I0KCU?4LhEnLWQ3ib> z&+*J`-3Oy=$Cpb4riptOo~xFF67YJeG&#<53~Iwg#+i>^hVU$+QNcu6b;c|e>X66D zmoDrhF1hoZpu16Oc7md+4X^AezEh)k1AFMhPx7w<`LLbh9)}bLwy>-(&@3NLE3Fu; zzn?c~2Y$BRg`bRX;^)=IL?BPV9sBZ=YunGRzas75`RJ2hLNxmjgZ6o6P0 z@;6T6ZtShuxA|+_fMC5^jL-PFw+$v;9vFiskcRhMTa~}hah)p=ippHOHNCrTx#zB1 zfW>qO;8f!6NDnV<;q9$Y3;U{fu)nUK6{M@?h3MTep}H?ER0BI2^z;o*yzdM&H4Ms& zUx6tv;)GUU(phtPYw0Pz`iuGlsSDH<6NB{r8BRgHAEMo$^AILxG|f z1KN1IIrIYj?7z|^=o4xJKWPtKrX#2Ow&iE)ypL%Il&OD!9$Fl%zF9)G#Xe5BXAYHD z1M31>(Vw5~4{U^Pdjc8o2bLGyTTRu1wBDQ$tvM%D>nB4=@DKrsd~I`!z=fk!O?3)mH`gCZL%y#8?Oz9A_qM^=9Ks1y>(aov5HQ=(JuK66O zW3F(zI%AK7He$sK#?Fpj@Z%!Pdu?CfM?>++1s)mnBiAWaML6{L11XFYY&O=E$B9InYJ=!})L z4!G}hFLkNmqmP>VX@_kAdNeFZZ;lSpb`1>bkq4M2>%Tt{+6Mgo0^^)o45X`zi+)<{ zrh9^bMSt_qxj?*Ebn(=X6ymC*x6bbFr@g8NYt@$qZO%21ce1uUz{|D+4c-g{W+Si{ zARp(}V`HG1wSahK-3z3nD)cb}y;Xs_T=EOjhk2n>D#(e&_}Z5G=(Pc3AeEazCD63D z-sZDwwTNqn)|%&LYt8nsgWijE(JvREM#0av&Ggh<&!7Tm;-!0oz0|F&x1MVVHN>nC z{Wi~_P6^QY95iUJ*FeU500)~+{IR~OD~Z8Y-StvWH~j=edjW8sT2MjMVt(BoLyzO< zqc!jNX#|u$3B>htVm1!Dm1B$(#PD2U&2@n45p#}?z^Bgk)IG0z>e66WJ^9{ULxA+^Z7z-N^@2(A{dF zq3fVo>E1=J_wJ@YU3O8|bT`ejABglcAc{l1wRmP|6Pg9<%&7+5k3Z$cR^PS){oF!s zk08&l0@{YI3gBZ$@C|Qbe$g3&c26;=Z@fXL5}#}E>jC&s?r~l9Qg;{a+z6-_5T0ag z69Oct&_rOuvwYOQhrb>h5~$z41nY0dLN)hUuD8u~0yG$Nfh2JcA0$sWu&m|X)uE5O z&KBZv0x+o<;EkM+eB+asTF3k7xlCprl+yqdFYZg z4_M`)4|{rQZQ{H8TcDQEO?=qotG?+08X6a@%clU}U1iXsYwbbE=l+n_t!5vMCHT{P?SUfS)jho%D0JxDCHs0HPMJ2~yHr@qhU zqiYuj>JaLr72hq>kNky=%Hm%gSC9keQ+v?Y!12U{dv|@_+fDm$T6c3`VPnb?m$lJ( zI#fK@ytRXGfF7G1s$&lT^Sjzx`>~!SH>tB1p=vpW?W4bg*@ zpx)U7O{hlgxrUrmh&-143zQLMytQhezcw}mYv$Xbdbb)hXA9{U zSa&w;wUo7v-o_f3htH4DES$zCzX81l=9di^X?|z`oPhg{{Lou-;e)QM!?$Etz24tV zKL91S&kR%;2=aaUtTOaj&w>5rKjo`K<^^jdY_~ifNbnWrhBQJJBHqZ}3%zy3S$rOO zf?sC>+U(9fE6@W5(F6AX$YftKL{l866Q=6`4DW3w~9 zH{;jp*hTN8c2~!S?)sM8libTwuT6xeuYs3#=;f_WvwhXQdZ5la8mfiyrM=kV1i3aV ze)DV{P+I(O?sQ|WjESyWus+L6dI$7p&ppG5ucPSM3mvZijK3n+KJgwo zjLbk7e%3w52?%*VWK%HitHOhME!7NaGFy?T^oXEU(#6sDYiN54kkfzh;9qUWpV;;8;5i{Js zA3AAA?44ztvB)#tH`wB#3D-RIN+$9ZabyoPxk5CxW<`Mh_{dgY4H{8}S~!S)W&yc* zJ?q$k-B{a6#A7%6gvzdSuAM|K*$UMB02DXKH2!CUz8+YPJr`o@5pH_g)k7D) z^U%}e+SzrePxLU}nSFF@?qDtEL~gZ0*L0unKchcIo<1d3pHLegW5Y*`K|XQB&)ebi zz1jaf;k6Auy_C=9Vy}Vk(IGxChJ9MuK6(qPj63-MS^Tmj@@h;uWXiltsCMFwm-+}!719E_SN0$FH$K)jj4-q47|A&&|9PzrG zJm$|mrf?7MQ`B{Q-5<#OMdI`~+ujlJ=Q~6AzYBBvfjP8~gZcqlCC}<1dUh@OmY9h` zuZ8%3EB-%?_b1TtRdjp_9or}kYEmoT0iixXuYIVrm!@3x(u>`FRJ%e$vLuL}I7G)* z3e{&@q0y|#{>KXSV=d<0huSa%`b#8nMpx~8!A&w3~x7NSt z5ABUXGvQl7=(gY;_SQ)2tI#2wg970seoZ_t#K-4l>a2ORhi1#`t~JklXvZd=y7IZF zI?wUe>23UULZc83q;GqN|Gv0Je#fU;;bW=DUgQw+04a{|b;AzV(EA4T{yWqH4(z=L zp<5F<;A}mpQMN&;+6sL=^V4$cf_0UPK}+?3Dg+Y!AiDN>9C!-CJk&@YANx1Jxdif@M&(tQ$%nKt5{8dRnjJ{Yv_}CB$Yp zdG1$wnwTznd6TQopeL+OPgM-vM3tiE(988QdupppK6<1Z^rY-No&@1LtLb;hgK^~9 z#>heZY6)w;w;sBSx?Qz)3pd@#oc^FEyiT4DDhK^TXKY`}OBbg2=dkF8!cWuHETbw;ppS$@AQo1N14jHKS0e$UEE3@ zU*6SIU(pMg8u(MoLbO0te0u}ekdGdnVy)-#(Tn&c`OXzT^+IYRg>JRdVJ>a8ar+Kh zKDv`0&f=jb^FRxVf9yaGG5$2_U(v6gP(=D^-RYrPsSI-%Mc=-LJqUBYbBy{DNo-o! zBN7XO&&=ohS*rQyvtdx3zGlzCnnvO`4%j!C`Cnumj`;0sVlVzN`{`9ulIN zSi6my9+Nf1kx!3Z_R@2aKHBDrkG6-VB?nYm zVYBE>@q@nY(Tgj&(~~&h+E@Opp&x!l+_mb^O7~uDtwD|2>Gt!TwB~XTJ%WyVq8A$# z$M#N8arE)jDeO~o^z+wOPNBNunn4G3#8&<3gGOMt(b#x0W6y^!Z7I(oh~G?kTI-PC zTI;Qw9ra?WtGY1H2ISOIN4@m?YHz(W)<@U>?5k~kpvD~?tnP)9&)Iv_1jm;VyV^9N|X8j-`gK(E=I=Otd`i9Y1Bk@y@w8EoyP zt%BXOx7A(SJoeBEtvt2TP-vDtpom)Lqf0IZXdtvsGeW6z_)3veP&s1P8VUHCnVfZ) z9FH&b*h5~}-A#KwaM52K-L+2=eby}W(1ks=t3UgEXsGGC-w{8fjP#bsgM-8=akF$2 zKD(Cv1NwAaj?H>_suR8SzK`Czh&s^l0MxK1_Px)!jv7*vS`viM?!iaft`|xYz z`iO2CF$ap`yB>Ov{aCpjJcBOdrSGB1olEX~(aldA-wxFI9Spjl0ru;Q9tIMVA@qCh z_z5xVujIA*?04h4=x-ByXn%v7rrq|?`Q7Q^=0k;A*h_1d^VY`DJ{g_`Xy!%+eILN{ z-xb6$Yv{C?dNqZ;4dYhF|2B~e{#R<0rXCKKr)T;AD{umq;fUl%?2x~PPOcRP%Zn_w zYyK6!*vb`H^a$!ZZ>|lA{);5>Fe~+RlqR$0|8rdp3Bj(l`!X*p^V)}G%={7?Iar!qw9PML#w**x!BU_= z#_6wHGkoNA#?9{|v6^bhxcP;UOPtPS+<3-14wh@1Gj6@51~^!LA7t|zM|>tfVu$>7 z9t!=*!O~!-A;bK^tFeRS?$wN2&-y?IOBM&)dNRge_jGZv3>p62e&p^jL=ZdMd&_p< zZ0&!_I9)^m(al~e<8*PjJ~Tuo+jwEvbP(c)I3t2MA&$tuxB0}L4weraGtP%QWAonM zZT|P?Srj@p}{da4zFXdpl@zQ3qf4}aJpX@F1mqPh&IC=_0{{DP7LP1n?w{5=8 zjPu{kS)Cj#xhLDM-N&^N$UmRYo#N0zocho7uo#`KeQW#f-(SBszWDfrZ4IZHzZJ>2 zwL}5E&vnx_KRd?#>)ds_tAoXEqRo&0_wRk_=wNy1Yx`ct&2bHR^YJd*9ECYLA&y9X z<_Vx`Jd^tDfBT<2iv~y%=-Vkdo6(uZ`)Mcwg293-gXX_ zCz<}|wf4aV-95kC;Q!J=W~efXJK8?~SN&{%Xm4rP^!xvqcR2FT?AM`Y9!ZGtNhcG<2}cOR?EIV|?=j z{%|I%%^&`G{Je!)Xx)69UNYX#6QDk;_nrF88NU$33Hi@_z6JTM;CFhgFs>Pd_#yxO zI5rAAhwl`45nLaR{Il^6W6RBH8E4D&Jg3T@)#mH}d~Q{t%<0ko|4q(%S;N6Hbz;V? z`x`mv)5wg=L7%Au7wc!-cx72{p3xb%UWZN&mIr>e`TadV4&-@b;WvHE-+v+fwQ-v4 zs|=JFXka>UlDzyheDTk`YsrcpmvpjtO2J80XiFZ!YFwnfcY#mO5J(DTvu>P?Wk07c#tHsp*UC!bYdV7o%g#VyvIC)u=TzCnKw~EwWf(Aruh1PNLjhn9ylDWifIC1KQh}so0V3q;4y+*! z7(?G=Irk`DLUP1P#DW-U_%%vGvspRK+ANRe0&8i-iLAg(UI2q=2i$lyaGnc5gM2#z zzj6c~GAv1|)=7}erDJ7W^Jpo(GD^m~MTz4@tF(Axk)LdoAyL3m766CX0z3*>hV5kA zWs89P>;yJ-6bNAM6uG}7Q5M&VllnuWW#MM4bX;$d9;bmqb3*;l%|Nx$c?wXMCBW8N zr^ibB9Z_<@5BR7FIMPh0SAf+#1L`-IpYpFc2<&4`q&x(w@-Yd>B7ZO51VnNLFe)I8 z(|Juh!q4=9vsH6S73-oT8L&H6`T&n`J!Y0s2TU@vFOW{)HdlZLMWq4V+5z-{>)r!B z=~y~iGBt^kw(qUd`H)qfdU6UZ^9_K?Wkodp02H7f(DZAWfSdtqC=R6I3G^40<|m2w z&UkUI9V?eUT7h-4w$5fb_y%Yv@PsnK&@kXn`HGojNBt;y^NsmjwMrf*tGvl$k;=Wz z63I!=?|~L<09G_;aIze^ktlmiaWd$0lzg576mA|=ElaGjqz7~=Q-D9sFv}ER7}HMy zWnG;p&tJyMK<@pn6flr6W_f{r<6}5w9vD+-OCX?SpeiWRtgUStlq&r=%{X6*d~2N`uVzL| zkr3um)hxY$#4MW(^w0;mXmgV^tpIEgXws%UK$C$876HPs5Pxj~BxV$Fn`OWa-xuOE z*eofsYf_S&_%%Vw9pJ?0lTqSz#v-q~o8`(JPNW9XSmRTqw0sIo6c}DfAQ^uETYvWn z_z{q%CyZAXc*!cD6c1Ver(T;PFZLx%K44OF3dYOB)6neHvB(D~Lwv`he{A0r7*|gq zVy*!|c!8?);l$@>oV+_8DA>-kKwUNfeJO~vOBVknaZ-E{)FZ=9@&;WLJq^_E7&ITi zn{pDPzX2E7)*l}_ohn^{MHK=TRdX+6w1Hj%x`p@8qvamCVb&C&N7!L8aN2=D#B315 zbSpFFOiYucxy(y}{y?4af}E9?oHZIa(MICDIWUxi3xKZKr^tW= zXp7!irTk#46d!4owBr_u^f1e!mB4a<{u~1O6Agq$fsY1ot(6>c2K!Gw0L+ry^IU2M3ubI~u;_B)gV0mLA#b-DW)gi!Bfwku4q~e3X$tD1yb46dn z@Yy-rQzVaXf_!QkC3%WiWXDHn6-E=cK#K?Mdjqp?k|OyACCQ@D1i9iCCsCFdDY-97x|guZy(~b?MnS`K!6cnJ zq01_~cIHH9Ad_y)>pYY#b;xN=VmQq?B}E)MB+8d7QIgUS>JFe*HaOG)AfL%uf$6;g zh77!T6S<|*MPP&HBcV{S$eYp@*;Ers6lja)Ju*w*4Q44GW|lgvKdl1uW$n%Iy)M9! zE|D{P1*A&*zA17wCQ0&Xf?Q_4Z%ReUt+Ey=c#nDljIb3s>;OJ|8(5M(@aG=wfsT<& z3SgI=C!xB)F2%6R=_NoBfm1dIYVFQamYb0@q>lH+rrWP zee7rQfezsku(XsoS@Khqly-x52RjW2kCYl+BIPA8-vdz5Q~(ND`ixO}o-#@){Nlno zpwMnmYd8T}D*z2zx>4@m2KvZ%nn8)tGKtzhkC<}!Cd$KlOt?Dz;g&tlE(% zogc=_*!XDqftuHDf<@M?0s2^&e7OqxG=*lVBvd-nQ{+(gXvw}78i-6#O%OA7)ZkO( zik~B)wxQk^r5@+m18g5Vq)}Jj1QP$$pOwov3H}&8)>(S22PWD4DMjqRCP?43C}|Ci zQs&lXS&$433VL5U#w0b#wcB_dJQKQwCD7DFm?VPr9>NE*6LXd{y7?nM{qR*3g+!2N8LCRkf_~q}Tfo1yvS#1SfKy9c}eg?k2g?dje zZe5FeZA_MCF>&(KB`EgLp$oAclZO-Dp%u9Te6|Qs?9T(B)B#3Ysx0-TN0J=BO3#U( zS8hoUR5nspX5$*DP;TNs6(jLi=24oMI#1u}0QKJeFy@0VdeVMV45L&)# zI%JeWhtS9HNHMrW_s{}cz6ZJs4EXV6C`|?$WpN15(SE?w$=?xGr~wJ&LDn#2CiDg! zfvKja$fK?)vUW7oMdY0()S}x{p?_c<2l3};>!C;CwD|q>u}4@-N8)t2D^TfA(8+8z z%BopLSux2d^{IPn$m8LUfqVjc{Yq}j5t1r-j0sXS&Mbv?K-OEUZLVB~oCys4 z_8MTXE>O17Z>B>5@RGgDEc9^*U09)2NZ12}^_Mu=A3-g|-vgIZYdy(<%%MkJ=0=a> zgkBmkpVUV9Kl`7^g5(YQiM&6i$xPPwWi~ZyQeoqYU%=mCuUJqp`ZC7ugx2jV{rS~N+Mjp)8)I`k8->2aO|uRTv)v(jI7j+Z%M z(9^x5{~b>LLQe_kJ`24`FM7dexu{)82PBl*F|RkZsd1#N2fFKSqhz2y72U`la2(WL zO)U~g-~Dk8d5zq%p}R>=cc5Ni&j$7Ax6oM#ea~FRT86LHc?|@axo;&GWJA6@q4x3W zdy^Uk9Y-eWuseN`?%S2`2lBtE$Zp<`M~5jFfKp#gmdjt(eFay#Ab(F^avZcE-yW9b$X1^yMQi_PnFu=QY7Ur5NP^8_bu^~ zuW+1f{TeOjtyUSZ%q+{w(hKZj%@c^X0rc%n(&RCISRB7tcbk}|=kuHnwMB2JXFkM> z*DR~V4PYMuZO!Lx^h-TiL(xdd0(3nWd8+kMqkP&+gg-w78h)SsSo|$= z^l~Vp>ZHgf?^wD2*(|w?SEQ0i)sRp##?wurOFr|8Sb z!B<_NP-uhxiJt`WP^KpInk(X^EA?U8GW>z~8CC#F8(Xa4YY(y04eT}z`y~-KPATk_ zHl|5FfA$r%pl?9$lj$82i2oeq)_2sliZ@bZD0VAM4tP?8oVYtv8TW%JK?8i(bHpk=ep?1#|+)TVe$=mHZOiui+iub&wj_>ULe_cUmWSj zp6w#{eM=25OWl~^OW&U(TBb1Hi+$KvHGy8HB)!sC>fC*LA8Oc%IHSzL?)`WMQiLAv zY8}=94aEWW4ZYCI3hKh#X4DFgWLZ2gL9AV3Bpw=s&-2;yl3Ug>*KsNI$VTb`y-9)H z)c(EnDg&Ww=t@p3mnOfG^KDd}hZt+$VfGE!+vi2H+&)b2&2yPk8;Rjn?3qj8mzh68OMp!az9)8x{o~l!jK43ZA3jZv zTLpc^nmGI_7u1M6185F~YUc>EgdgBpg*&yV7W;2U=q1p@3GzZw=t+L!{qMy4ytFiV zzmvVv)HFHdmnK)}wVzUNK4(WKpP}t}LtUr0%|f62nZ6`6f3zHU41Lx+{Bso)lOu?u z5NPknfvsGab60$^BY7JNq4LENC21=Zeb3md^o16-K2#UfxqifSB(XOPe+|w|?cn|I zrHNTy)7O6pW$Z5KiDz<|+u`Tkpa`MPeWtJc;R1AB4^1-m z8`Qi|bo4H5mdzvMWFgO{N?s!mwjj^5W@qkGjebBsN6H@LJnx;+tulv9)Y$yh>19}N z&=qppcIY|+p!l4dAluX;9^`~~^lZ;Ppd7+Cj}{`IlZWh~HFkz_WauWND0`Ji?4Qo_ zjk5UA73y41TTa9F{U-3N@kX-rS{5sN53qM)E}rDjMFxjWt{ zTj`1Jl2-?B0x6N26iyz5g73V)QH;JuS)Bul z#gXhasdkyN}z$vj32xaiDgJ!7(9kgE!=us-Nzbj{!>bcBv z=LNO=I(^oIG-=9njPw=wQz*Rvd3pl-mR|G&NATN3`j{f*YKO)2b?s8b@rPKs0)6LV zo+*CnU>0kAv%D;8mKlsU=pfGr7qd^A1kDFNTjY3}+!{?TYYpWJJ;o*S$!PpE6XQ8s zc#cWDGn2SqAt}D|17a zMV?uSu7d52&?}#i1tr;!_JDo{3Y}rZ_FeL3U;Op#Dg4Dmj_5`Xs{jS{uSv2eJXTgh z-Re2VET;yVrM9108suQ?DJJPyhG%c&ku%UcB|}S;NZ)`IAb%XDX1YC1kr`0P zZp41K$nD0>k#cw<{^rjfnEO4i1|3!r_I$bM2&%z%C=vOEtW{-xd<9CC8D+t`9RBwIn$WOh22@ERF&$NFA+5+USqqjk~0?SAS zu5cAN!zLg>w$nB%@iX&2Z-E&Cf#~*-pR5DV=yMNh6i(kR;O4KJQbTm_WFQdy481uJ zh_3uxKL&{CamL8|2|5q1>%=wL`DuE|Nx-wWyQ{|7#wOo6HCIj~`$WPJzfG`Xn3q*KQZ`}=~_2*!34ZPv2iGKdN z5_rkfkwMyu(@QHujS>TVc?>5?2Y5h>5)7?L81y1144U7bpQC#NGvp`lUNz8L&E8t& z7a*zSpmr$$d@={n>dE{xzIBNHIE|A?i*OQfUxRj9Y0!iugEsgEOdl9eYHMIS-GCAB zv-a7Yf;FORsJ;n@IwczV5Fo;V(16SYQaa-t&=M#!MwtxieaxWuivsh-4u^9A>B!n! z#~=+e0aM|m+ri7c)XUCC`-S;y9!@WwHY`++2XI}yLCbL>@dh9aB^a+FloAn)wRoRF zU3MBYy(h3oV4|m>QFzH5Dr_?7EOZvaS_Wb7-}k#~HfTbI0WGWR2b`d(msV}$rw?ic zYtn=eb*dPutyyD^_XZuv{90CHj*Wq310(4U{A*>8-uluR$`v<*n*3SYTA;0;4O$bw z+0`8A*GFHy-XKs1>ti?OOr5IVwn_vH^L* zHnSUv2+iOTaU z2I%MlLF#ufSogl;q-LmKwk-$7S^^l7AJB6kC5|(Im>`pom({wd<7GG91*G!SBB)WI zBpCnAOYe;I(GgYrH1)K3oQgiCW6$Vb zYQ5>IX&c>jH>YO5YylJ=x`7?1ytMcLUk$nxpr6-==%?a9b%0}B+z92sGRBw*JbD~Z z;UPdXfW8zB2A<)`$-l(XjC0VKcmet0^m^}9f2~|KMEef_5{+F(KtHn*h|XYMBd}pl z{5vN;-Pnu|95-lu+16U}Xlu>9ql31NbJ1;QJybh-swP2$;0*Q4L!kLk(-boMXt|#Q z)mSi82Sb%}2>Xd-^JX%IfgI`;w_8P>OlIX?~_4``~*y?EZ;BRT{m>< zr32o&YuRzs5l*Up>FKSLq0VYt!e6tu2~^YNAnma@M2}yG4vM&~i9XI^kM{UnIy#xg zeOh3b7Ds#N>1FQf;_j)BHUhVL0%U!Tm%a$`)_!Hk#ohe1_>Mrm@+4Ttl?&AuZ$dSB z9QGiGmBCJPZWuHieatvXF2fE_p(pTK=BXaFY&!JOFGT}%`tu<5+8?S}xbA!?KGF|p z(JF)f^vs}7OOkuhr4M<0_CcU)`#8nBp_jJ41myXokIu{MuSKBFNIn*%cWZ`1-(%3d z_~=OT?2v{~19?Ed6G-lL2MR`R+viG55$}oQawRW?wMB&Sn*fXA`~Gu$waH9Qguf3I zI~|DQd!S-3vEd`^c@y~KS!gNZiSJ1KWhsF{Gb zxmO0F+}0Bc4Rr70r5AeoXldffw;E77pnsj7kn_<`8R}Y3YTD-VK(YCIa$!!a4sg+H z_1yIJ2X{?}*2k`ar`8`!e{tSR%k1&h0ZBnRsS`9j79e+5|Ae|OU~Vx-@YyZU<1B*) zWez%^)?cyWQxAY&{!Y$(3jGuBN8bLEVq@PKD7#X~?Oglnayz~B#97Z@@X&f+J@mwn zo_d8orq>})4Qu1A#(n96?Sp+(M^|v)QFyH zn#>6biu%A&lemwG`@Cch)sUU&Ju5bM0b-s& zd^KB4UfROx@$I4RBOb5gU%O8O6J>36$REAXO9E@{d>0rguN$zbhmp9w_$M{WdGv2a zH+7L!yiZ0C$>{AGdTxZS8aDILi`aWv2~W*Ie%M(bDjw*Vx&m)rvfW3Qoe$EDt;xO2 zy#)T1hF>~N2Cg0cCsZ>CyL%%a@_FiL_8PC4dpl?V`qC%%%I>clp^0hLoO>+>K7JUO zdK9%F2HFAQrJDuHFy?AF2F1t`a^pUzQJQtuD?fVZ{>*>+;84a)s0gJ16h-kxsE@#3 z6ANIgFy@Zm)n&ip$@SjHfnOhmf{DM++Wc}CzBt-Lt3Vg_@|K4VVU3>Tjt+Ufbs>FH zlOv(J_^CnLcKI{Ty38V87vNvi%9Mq~&997)KM$Ho?t4z(&i8K3CU28p3q$}{UeQ}W zQ$Oo6k8{J(#{ljf?5?hJJ#;N}bD>qBq7qMyNrrBwpsyBUA7z97T2hIN-^d$Jctx&0 z#CNF;bFkyw8?5CTwfzhFL<%7@K2t-8+qu{-5WCGMXWFjqJG7masnc1bNA}VhuRU}O zdp!fR51EMB@j1OzhWqLH?jbr1pP8_gH6_xwoh7a={z(~7lGmE&sb_q)7k`R(#P^^p z*;O2xA>zUYFW-i5jvEuGo(Dp-;#Y(AWu3QK|Aieulo_)Ydg!6MZc;u!B zsKX1PEv-v@Z1MI~i@O(j*GD^C4b&6#DFum--x9D#3i+8h$#;Nyz8<^H2P!{_zF{PL z&CXr4tOe?{8XkI?ns{#z6sR@5bTyPOwLkjl@LHi-(1RL4jG3^Bm0V~h_cr1+2EV&T zp4i6cd2T@qfW6;fhsx-EGgJbrppzMd?k3cM;=+LMcJb05wo$X5`s?-+P@l3-JX(|3 z8pT|e6D#YW)Y*=I;tN5<&DH7TeXFz9+UBbJvU}>lrqHVd(rX;`)Z8t+bkSaK-PYAl z-=+uZHTFEcw}tBNO7!nbp&h07JPKXG!B+;INS}6?{ld;rPc2!5ntjVhAD0QyL;cyi zT%b33L%&5_{D9qDdA<07^${PF$!%@;-^&thHF0-4EtuMcJ(#;TB{$6=j}##{ogtUJ z{hi$H;ivu`LiEB%`nxdvcN=}r5n|p*{fVS+;ca$R^zLE(cv-Z8#d#UJDKAt@=tx}0BS?Y5*6dAV>f!~@~9BC zOC~O#vmX5I9lqvtkDiFUKI#+{2H5ZUadIMl`fN)tE%U`iJ05UTmjEbDpeS&82~e6kz0wWzN)g5D!JCv>>kSywY^m@D)fUeql&bl#ahMd*|2)7QN1rq!C# zGYs|6CeVM{LEm-^o11o$hZ=b6h_O)W6b@D^anXzX(Z~g=1W#%+{^`qDS-Mk`sExCl zLWOgSJtjJELmzpO&%77>bvvK8z0NbBaA*+7t4$m|^{2X?dhRT=1buw;`T9V0$;SSl zagUJm&&ASvlVjUqmt05~@B1ZT+jx2iboy{~YYjcsR&P!1pfihhR^RUK`Wv(upUI#0 zh3JvVq0^f|Gn?OA-$L2oM(taT4hG{RPUv*cTHe*8KklIw}S3d7TeQyudYYXgv-ljA{cm0Dk%U0+8`&fdqM@t7?nOj>-3rD zH|c-&i=*+)7iXbTrf$a*Cnfh$2PSn@`=6mLq_*CLt|J87l<&=c#Ty!=1Yg}!C0M5r z&t+~9m*22GF_D8Y=RT)rzQelE#UF|6!^m~%^n+jN2Xhzq*2fF{^!ecs^|;3W$>Udv zty8=mTLYX#e>gp|f?> znm-V)Msgax@X{1-9gy8uXAkt#Ctd-1SwggQK7%^1Vb6OAI%~5*%d>CZRGB>EN$wwj zAB?1j=#39S-86@qnw8u?ihj5b^&qHnA1y{Lw(?n6M|VB2+C$yYO?Yi;;25ayT6yW7 zy}r8KB~V+k=f4yN-ONqsCCky{B4r)OW%L~PYq6heOb?Hb4$0xFURhim)M)?DnTm6imnBm0V_I~XGwI!@#ZK2eE!_+$%lv>d9bkOv^_qWUM@uM5zC#47xOFja^&MD_|{!~)JV*RpCo4`(Bt9zyRUZFB{6Qg^{I!p zoDN;zX>uKNSnueq%cuG1d!FsBDhNICgHUaY&*Zmb9@zLi&qj^Zv|1MpT0G65fAIY4 zWou_0klsW0mv++@FRAB?JoVNOUOMrP7qmq_daxlrcqUL+e+|`8#u<-3Pqn1pHlaVQ z!E=nV_>4U{pxD2mM(N2Z&g-H>fE73aZE-~MBX-DbAbD2gUm@ciYDMpRXOh#@@31X%PRv{g>n4IcIOlvCcL|81oo}_#w`SApiM1mz(S@)@QbP z{?Bt6yu#ixEyXsMzkiR?2kb4M!fp5XXLH>cVQ={LmPOTkayeT;eSLo#N5yLa1LLi*e0moejg!8aZ( z%ee6hA0$?nXWV$D{M+t)nGIQunAw70y_@8gl1!w^C2Z0{}Y zN7!3B9SF=YU1VBjZz*sr<8(V`r@h6~%ck2fY&r<>L!1#ooDfIk-`jjss=cLjaK`EM z3iC?vvCZr6&uPq7d&|kjwlV&@wJcg_Z&|t6rsIFV?rsC|%`rCnhNGu20{Q3j**wSIQpNi}(?hdG_Lf&GY~TI+>z}ZNF>2e^ zaGLpBk&IhQw|Us9k8OT-jQiKQ>wT=fWq&1`AOG*)du+A0w8?J!UdGL_26=N#L)#pM zIXWSZNPgshpUX#LCE3@ew{X52h73ad5NAXXC&UrSkJur9z5WaIb~{em=J4NNdt$G> z<=ptc=f5A16Yr;N*G5=b10sl>?Y(8mDtpV;>$W*rnfpE@0trXLkU@wa^54(*)KuzJ zMccUfx!w-B&Hb!MgzdhFAa=I*mS)tTxBj;I-R5sA5@Gus5yZ~+-ZIJ8-jeN)0KW6j z=4D6ReQ~wT%ZWKTBL9AVMaS4%j-UQsXKZsp{{MNMSZQxbyI>nn80$YDbLRwmi^n_L znE%-v3XZe4EWT~~zBBjv@9s5@d)<6vyY}C&^}zspOYM>W^ICJe+gtn-zuVyd(!s;- z_LhdrY@bK`i+-Y9>@8XMeE%Qw4oAX}L5Lsn->>DA+1@hxz0FswT)z*AK>qo-xA4LA z?|sl|#>?2Thpx4^EPG?~5l6<(kJur%(UleXSDiUtv$xn?$+&u7E#BVZTQlRvJ386k z68V#DJsG2WCwlZLD>63U_afi#``#!2dwq}XV{f_ELK z+qGeQZxG^#{P*LWv*pPL8E4B!)ZJziGtQR9kJ?)jkJ-ixXMO){t+S{-ZO;F{v1POM z_LkQ(FD%N>$cF(7?pYvCZYEo#YEQG=Jp&wQHK*)O;{@=rz&wC` z)a7UMeSo_`E^IT(a~l)`i2=$o%trSDEMV?+s8E0zy=1JgKp0YY6bZPNDEFSlNy?5GDcvnbj=YT$V+E^hoNJbr3xNW*1)2hsDFA&W{l-uHfxV5{ z%!$eGQ{?#UWFXj3ON7QtE$Xz;@$-hui_?!h7p+bajlM z?pq>dGxxS^fiA|ApX&o*-ghTn`cCE)@{Lei%rwjXn-A0^j$6GN)A=voy|QmJ!#XMzI1hTWFOZ*I8v6F!W5`z_~pw zvU?xj2bwwx{jag4NDEVvWZ9G;72n6m*^*Jxp^Q}o%90)*pfyOhNbX}6*_m#Z?Y?G- zC}oz`)*KONR0x zQCeq?lg_oGrQ=|7FUzp)9H>O_XHPSbJ7QuQR1o{|wOPP&$L;~j@*+XjR*jV* zeE(pKSt?`0*;|RBa3Jt}f5T|tO9Oys^&^J*14DvR!WCHFJK#2ZfDRql3KXqLs&wp^ zBK68AOEF+wSyshEZxJguw?&EXCW~AU=qMN~UnSteK*B7*gTjE>U4tUv9gvI(!0aYI z!Or;qTqqNY_yXfXcW-ZV0{Vm`Sn2rzgv`Lh%xL!YVgDnV@KZlBYALT;qF{SWjkPDh=_u zxVoBUDe$wQz+uau0~$+Aq!QEXfO0k42TYdt)qyz8`~`iX|D))u_%&eU z-p~aUOa?Lq{StX`I{wxRDD|+GP#aYw#{k7k&j&?MULa0D)#?(@&(PZ?uQX|0GfnOT znF{#uC&g1QV7IMH1M{h!EEm!fB&bfjm}bXH<}xvI3d*En1FX_8)FS7vnB{U!v$UH` zJavH{rA3-_tP9nOLzRxnEH=r0V3O;1 zMoRr9k#cV~)B?c3uUrLQh5tow0BYr!Dz|5n!#gC%iS%fBu`5ch#R1FoiIUrOtukzk zSqeAg6!ui0SJ?MBzMD27Rr1#Y+H@XB(`sO*MU&)nSb|*ZA1`-rL`f51Ur9^N(*HIv zM{36w;JdY`Q75l*;yIKduigN2{DP2kG8F-)2xNa4P^S8=p{al-D*0}V^imWhEZzWGsOM!72 z+NH@kpmJ-WEcgs8FS`Xeu{_s5DspOyuCLW?qzdpvmt-0`JR9s!wMgPxYmPLmj5!3D~v$&ft2 z$n4T27x^y?AFS+`DxGsfkufDkddKGm>5|w0{WnFR%w0RB0XDClTLB^c`vi%;hMk%o6VDD_$;%W z#D{BGp(exstSg}>_?4VIHB#cnlg~y|^I2zQAa#L!Hr519);VCgPl4xVHA@sZ_#S@o zJQn|Y5-T}!Sf%z}Xi*%^GUzgPJYo|69VWStR5=9XJcimsZRdg<}(NShfVYdN6G?)+6Bm;qa*QH8Ynk1rgxg85}Wx8rHRXD^mNHq^PuP;@9wz{?G}_)-hvlqz|rN6LKe`xA3*$hhmEg&4OE%9Po_{edDjg4U!II%?{fCR2!ktkjbg z__t(wPDWO(xwNk5h>TU#W^#YRwxOoBE8Smd25^o01d2fgs?!@wGW7N3U-We&Qj z$GwiwACH|0rArudnrM_M#OV?8+CY3f=S^tOfUMtzhVH^@`q^Nhyvu;%Q;Q!p_>(@( zwG4eiNt4u~wx6UX4{(6?fL^{gwYn$urci#U&B(zO$o&n!VXv>yt?}BPzsF>TvImIt zf?QBBr9%%1eZ)fQR-ytGhf-q&uNB)Jrqd!7$EULaTR~QK@V1e{E_o(s!X{Dr3I8|bsV5%gzlq5AL#rtLrHiR z*gJ8%_b|1Rcx)U=zZ?bKRV+P)C%tBFv;4wmmzFSZdYX#Al26vKj)TZW`q*FwqihO zsnajsLRm2@DVi2>*o zJ=v%)p3^^6p?_Ep)Y+NEt&8%o?w!ta|O;B_N;+x#Rr6p1Vf}uNu z+9C@zeF6SFou2kA)C)Ho&_fm%XtGem**=O(NdsqMeCtdQ<*Vg!wCWnc&fz*aL;Q)A0FG^l0q8tUcnO$Yj~rFh(w9GD{=$dZ!}vruf;OEYadiF0)cMHbCN#(b#SQ z^aM#Opb_y-mwUkICli;ehUbeFjnq8B<>mc^MRq-S2eJCIMAne=~ea)j@ zWNpd$M^ETwTVfk}!U6R2z44#PP=Bu2mL>s3pqrhLEW>uk%aL9&QsIeNrbk4}VAj5D z2>Y~J?1gf0UcmeY)5AtU|4^iB3c3LQb7|6noY!D`s?3c`l07xzC8&Ii zTpIxejna?Jr52IrA~(=KwPpWNkz7{{ni*=?i(J$r_NNyzQ`>%EkMkorIXC+V{46|s zx-{e*EAQ{D`*fP@<;RwoJvoyeG7dA9QHwRr>JI-H@ndLm+DT19R79!u1+a5t1GA{@9H4ilgf9QaY$Jj%U z(TV*wd(dITXkPXgC5NWT>dVmSR*RDx9idOc)|1FPyBvtC+|WSMhjo1vDN8w%3u3== z;0Aji_A3p7p)R9$XhWR8WIs0)|DMRY!n<)ccPLo~9gC6Glc=HegJ;6&=bh=nO3{Pi zKOXF#ZbAQ}Mx?B#Z}Zv99-kcX8CuWgRg>i5YeU{{CI;9iI9&VP`K4$sB zonFiXJFv$Ks>2xqlqPR((7SMsF=%1BI6=#_g1z}C_W5b#>RnLoEF{)`Cs)^|pBu3A zxC~koBT@4V`EZ}>sjpt!Ia7s>C@*6+`^4GRNpdy*_9QJG`o?rwFoOLz@%A7aK1@Eb zr&rrSeR{W%*nN-+-DisUl}?nIgJPxDU5hN8VUfzv$KHT8rwDs;Ph0DK=)v%(>M79d zbVqMLP@k|tp;6eO8T+p5$E0?bNNGdg8%C`;SAu$jUOrwYe^CRUOihzYBU0t}^2t&m zEK!DDjTO(#78y$(z17eVNA{8VQ#gyM1*Izcr!x!K3qhaMf%?~*v)i4-m<|4NV;_3v z{Gia?BuOk1D@V}bb7EvEXPnj6L%Fz&{(*h%PdnLT#YRce1?ZH>zuOq62>ZbT_--(i zJfTB4|6*^ve{rlV%3+r5^|&9oxGXiT)OqMDQ`xUE<}G9d`~Gr#mV7NrrnCQe(l$-% zZ%mQk)wu|fo_!jblflWl;q$~oGY!` z&3Owt@$N$Z6_+ae64?VBi}~uxQ@_LhX2#w~ zInHN)QlqSo_fQ9*Nn3%voCFRuf~WcBq@$+nc0-xy6L%;De z___S--b$ZvfS;Bxe+$$PIK|R8z+j&P1G&#n+b;vn;pgsi_{n;i!~8`59zRE#E%ypP9|t-y5(vZwU<~7cI>c~&PJWtRBblG_bIn~~FQtEWg8IW;3dzw*dWEI9Oj_1ge&5($jZL`nVy`fP>I+FxRUdJS`je$%=u% zpT~LXz~$Z={?1pueEfMbeV{fT7^D^F1Z!t|lQ#Hh(jHKGJO*CBdN^yJ6so^7*LJ{# zl3MfAbXVXZ*?=!Vb+QNuT=NH^y6rUdAjhE=09w?3R|s?v&~J=^VgUM)Xs*ozO~e^~ zBHy4e^f2gcUP)k3C4d`E3(-QrBx)@S)yjPL=ekr3er5H!VD(yN(pDXzzeoc5)O|=og}|4WL5kdtw6mN@ae@p*kFDgoV($G|vhg zt{Rj+O@XyIhp5XLlg_>bbpr5%KGJOcPY(^~isvc%0>E${qvgg+Dx ztAh2SuSrX`fd+>AEDPajkJcL`I$Js?{F2>Hd8@Dg3CH9!>MsEP=k- zxRk#x%Lc{A@*o}ZEm)JXL+=8m#ASRfKXb3_0@Ps;@XRqltdOyzfs#8rY28L{`ZdT? zdlvLk({e8@HQ8H#gvzACTR+V=G63jZkeZ-wxdVMdOlAD-w@{5@ZeP8D3-$*}Jq$?e z2q0;vT($8HR~=r|U0?V0zeG8+1Qf#v{U#t?V6&HAlv_CQSVI%NN=D3vi4e^7wL!nga6RH!K-@sPTqRep7 zy3XBo@dbCNRCsc-t&gUM`SS$y5Y7J!upM;NZYFb>MUI;Sd<(th2HG^D4^Z$Rpf=bb zClIPkKX%f~eO=VeaM$9+Jhcl{BUNI&)aD!TX{SIv)IL~kJVP`dc>Ry(fY=jT7q$T# z`h%w$=%-D7s;vWb--|%qwG)b@(;?bD!lZWP z$pQVT6ZlfK#pId=z|`=gM6szd3OJ5;ad z#1HF*>Q?e-C3LxKFZmLg1SBrv7cboy<)zb>dh67JWvlT2_RoNu|a+yl?7_K5F;)+@>X|sE8(GI&jUvr=&cn3 z{4{(@kdChws!!3Sm1e-6F-9K+`n3m`BDT%62$@aUV{R&9k{Xl&Ml~|7g*nB2=mRM@}lDYyEYZ>wV@@uFT|IFIQ zx$5;P-Szi&?)quAhjxQH9skbsHa5Amza$O?qJmwHLdLY6+~Z8xS}0=P_OryAp@a*opf$Blh}3 z=TqA3uT5iu_4=a_{f*kS9w_J^#QuR4a?w3Y3eAFeuPg|4@)a3g? zI{!t8R+|sKR{_?>y>52q8hkOHbssU|XZ@gSc?G=oHFJ2u+#lkD%)Jq7xy9VKCD2ph zLuVs_(N^lBTidwl{R1A_=B0j9rV!s|)kp+mp+&?nF> zBtgrt9EfNvFx$NJpp>Zj8OjA8Vk8xXHbaaGy)es~dCp zygP-(C5$ zmmaxJZ{0LNH*5~kEi33B>-NwbUi4kmvQ^msD1PfXk}*e--$&zT%==S*Amz}HEE(Xb z!KZyVyC3an>@V@5WQH+q%KpT zs(J&(ArvB6=udOepO#Ja5!hhYoR5_p=^ar4@ZBdFTa{i}g?X=xo10 ztREhLpH-BO;UITwu#%fPL>WQBcCr$B<_o2LcvF9o4raPZ{ zXwlYC-!1agUz$T}6y~kp*8A$65B}P3evnRI8lo4Vo*NQx(n9oRkt5ibvi}XF2QP}e zSj|3nu&2KD_tLA--Bs>MFS`?8Aa9MspUPwRJ=pCGF_H_rJ;83jlcTp0BhzcQR`2R< zb$e+i{n*Q0Yv!SblAHDtm+##?RpH~r&0cCVbJ;bOK9hXmi(c!VanUwg zTr{bpo2Jkc?jPoV74hHJ_hx7sT6orC%=pEuRGw~TjzN$W$8bE%E?MmKi zPHn9Romu~`np)mXAGPz)rBKctMkjSUu*W@4t{UO3l^y(b_5t?CFQ8gk0u}2S{Fnac z26lg%k1-37zki0dh1_{A+*!}Ku*b^ep^f7_v~LCK`9LTeIzZKv=A$o;2Ivka=u2;# zG(Y?4htJsuzJ|(;y-c?cp<0nR9LxI$^wkTo>x+BzBgkN4Z}T@33b<6&Tbk%gfcVSPlGN6>%n88dLAEqfZZBLL4$xE^C8X5(qKKk@>upUT<0@jE1j^|u$4momO4}CS87{!izxX+(BaYzh@?zfkqSudkHkJfs$V@m&vH z$NuOSs8RmFhi^gm7~Y?Aw6y^`dUc3a;*6lwRrUgWzXy76(v&mAChTt-($6%)KLvZX zAYM7e&*wD<5%+9}Ol9kSC0u+NYDm3%sd{Vp^b6O(-PDYP-k?LsvZ`zw!1 z#B2?6S#@#+^Xc3S+B6qvOwe&fVtQArmRfaTD_ys+z1DN;u6?0f@w`l*2+iw;4c?ly zk*{_y2wE^GnHKF;b|UEu5o**x4;JLhoKw+q~KRVNRf)6Y`}KzSR&nU1qbJm$%UG1qRNA1kM zdhe{CUOdJ*CNcSZHa=tKtRjvxs-vOmx1GH;{lHw#FQ(26CC<8Nz*T466XeD@3i~Yf zTCP*P^jE`Mk3I3xp;vwNe%2t3=WKAqEzY6Kkq_%rw|^xL>QH;DLPb*n8pP79r%T+o zOl`6PnE4-|VcA#M8%=&21+2gk_=p2yi`XE453MOW%-%R*8Ob&O3N`Ds#NP0Vw2o)7 z{7-)mA8Bu7x@x`l@5iq&!`@JL>loh$XSqJY-gtGvdawU^E?0)y8<)-2zlX8j{|;6W zHOSt$zR^0ych0qkz45G*b)4^q@ywlSZ;Ws8{rbB-(cZ{k-a1YM`uYBO4ef1j90~k> zU431EuGakNW6Wz0k}>nEGsNE5yw^Ivj2X`zUr)ZAapP?oU~kl1lyT#Q<0oJFNo+=~ zck2{;qgCUK8*frCd!vk3#;y18V*Kx*b$$-`j4fh={Cys3>0xhFIx`}}^mBBey^*pi z*BavAt37*>Ju)7d?d||NVRuz3hz|_pSGJVw`_A=Q!3{@U8XQJzN`seE)og zcO&jr{AYS-j?RkDw|@7(U%z8d>TegT%}+6Z3zBhb$?8l_jIhqnhH?KscO7C5yIibu z_}{;mBgEe5xy19He90^1G5GO-=(eWjhNcj`Py>54RVwFS&#_peGx%ytnUrm_V^}Gi2vWd zQ?{DDQK7$ep5HgG?cB@N+j=iY=H!6<`}tLEWN(;mS?~R?b9bw5Z$yo-{!JL`KOZxO z+?M^%-1eW%VO! zGp1X|J;it#JNB3$_6DV`V>>XmEnl#&+}N=8Z`F`8wL@(X{)XOP!Z9y_l=LhI%)~>SZ+=+1oaYP&tTf_$Wd!G;NWN#E5 zXuUR^?}Z_L$Uh&aYYXy2sf_c@gaG>0LK$bvgQ51u#+KIc=CZ!;TkAx|D&4|5)+xra zAbXGq`3XnvM{ z0?1(npu&B20g>s$(^G!}%Ec42Pi;vC`g>eDW=oJ78{*`7hd3GS0AzcjMIKx;%l6$+ zS9Fe+MKz+u=M_Ig=jpKLqj`$A2TzFQDXz_cbGW%C$%XX^G6`yw<8@;txf9U(5;1c0 zwMA;qvdG#wJXIGsN(bPfZdd+-q5GfWXY~BszC3We;%|X8HcgVL$?@`_N~~0D1f@zJ zL*~}yX~I7MKaYnRWhpcseSvlgP)Q&zmHNj>b7(o*7dA_K^xh;4$YOH@NX<8(O#wih zMxdu$z+K`#0cQY~wG6mY6i|U%+_NI^t5yrrq^>&B{Yxl4h1thFNCEnx$kklqxHM zX#1LFKai+B5f<6K-y)8NMOGXFI^5hMrtXILLCLUv9ux;a0mdColH(T>Bu_-F^nY3X?RmM>N=Z8xMJPsP3149XPz`Zpv8 zFy6z!EtFG>@yJZX~fDMgA7PnMgPj?3eMiBg6qy^k*xD@UQD z`2;*B&jDhuDK^gw)ET??;q^2yB==J3z(3Lb4aUR&X9K19BP%f6w<&UFPqM_9OOj3p zpjz1(FI9HN$eu7m3IkF3ycozy3*a!7@B{3guPsmBtw$UI9eze`s0OU*+hSlgQ&OdV z{Um8sBwmVEjgf$jW|{V$btFKYbPU+BIa-Fr0j&b^(&sF3dlh&ud8GriDtp$X$$RJ) zifu}fultY7w8?R@=Q=TR9a!ebX!+8XCx%yL9d^L>fNohKnrX-#WDL-sdWpb@76bbM zR_O!mWhJo4c;a*K*)*vR?ZtAaiweF?meHFNWXbUuu|U028)?iFptD1L6bCdcI2~JX zuWNq5?^>jbJ&?CW*V4#WX>xBxnk;DtG&4F?-p@^uv6qv?$Qmz)_X5itA1zaWtsTrC zEd|i^SK`gJ6j1K!K-+-YI0LV|TOQam)F_wni5bMe73`R$eX?Xqi;?YB@B<(~J>7Z2 zdSf6*wSi35A#Q=j9qkq^w}|Jk=|D+Wp?lzX&7i)xnFp#N;%Vp|=uv>zWZ|jZd*hR2 z#GXXSeLY?ZKZzCBLoqUzI5?NpB9rmUO+fUr@TBk@Gl6Kc#*x6Jx&ZBK1XSoa(7~_R zVrfa_2Pj*he(1Q@BCjt36(ZkF26nm|Sm$Km$2EY%#sPsX2mG)y_LvJqdP8YLax^jI zhMOU!1{e~H?-U{DZ-I6pC-9wBKr{DnkLY`8^6XHW?1!47$?{a0Um-<8OiA+PZh}0x z5i1R+S;YC7nWtj|8FzvvBGp zij=sKBn9#xm$0(&;s>>f-*rRkF9D8=@7*FMnq&ng_#sNhBFpfRSYY`6jN{l3x|ZRo zk^*FF>fQvoyen3srp3s*9?+Wrg=-JZ(z;V-sj-WBb%KVX2|7HG24xU1S$v|GL#hGRp>FvW>l=1p)?|N{y>jAWEVO0pYa+ip^)o8&f;Iq9nav zlr(gN{-{E_~|3L0$ckd!R>pjkNreT@}vwgebyKj31$6QEc~20}|M8t^4b z;_+EG;JOi`@aKSZ*#xc4CTeCQd~L#c;(QA*-EKfvTcyfb{O#9n2@<>@Mr_xc#l1gp z$`jNyAY7;00>^F%q}&C+35pVTXCQJ-p+^A*J2Mk7Qev~*bn@ch6zOkDkgs`S#6 zH4GnVmUVrIX%m!NUQqkAB9BuKJ`dV3AIREV4Jz z5GV5b_?Kq67HXD$EzNS>Hboq%9|>EiwZJ?72!)cY8?aII(;gVz=C0Th{ZyS2B?a~Z zYq;sYRa-CDYqt8W<(e=lG<3j5_5YUEvLw%8;H}l*MPJ> zr7qK3%=-mOm5M+wvD*c7ow$}-l$rz8@?Hex^2L6 zse=#7nWgR-XshVs4lj?AQ=_8fRYzc^HGv|R#n(y#%LC^3z7})u1ciVnG*HkioX1xx zKqaw`9Cs2ZMVtca&VjZ@M!61fa0>@N;$G6}vx0XC2&t95VKv0nmi)PLUq;Dr>)xCpH4nXFjof z?>FX{nHYKeW0ZV?D(AuB;5-xyGk*<%yCud|m+g@Fh|v1AWYd4_awk+TnNUMWHVurq2TV&XdaD z4@2n(6!+yJpukX=oCpL`O&kmXqCPtUx|+sNmp~2F6nN!?fyvSt`@U>O@7dgdiisLN z7QI%7Mv0!*fu8o(3#eA;k>|3eB~9=b=vfv5ZA@PoDdkopYoT{}4;9EWdUbl-TR?QL zPo%DnJT94b8M5{jHJG@5Kwj-lE=;da{iQx70JY8w^!q?N@)WjlpwC-I4f1o@*3Fxk?;R@oyw19Bb$OnMl#==!HrDRnVP&PqKBfFI8X+941CjuzTia)H3%4Z_&V|_Iic;xGS|!=i=t)1Qv8Q8^6!HJz(7YyteZX1ZT$HVR9unN z+oR-;J&jVNWC*l}l`L}U9gz1PW~t1Y&JuIQKS1mBj^5-m`pL%LCJ$>Szqg5}7dy11t++!;gD*WG(e&bjAKkN6;<$|t-zU2V@)Nbn1Y$zDY7|<9{leRyPlX@}K3FbD( z1$qL1ejmSjLLPXG zE>1(e5F0I(YO=3#z^CxB`kApYwJ6_b=&^WxkqH{eAF&C4dq`dIr~mlC{$=ic;L4Ap zpyuP=eDaVEVicf$HSJTd2{{jS1cC;ywe> zm+x!f)YiYfh?0(6Q|Axz(np}kHq43A(&QXa>Rm2r5(F(u;?@)yN3Srb^Kp53H6Cbvyj-aiC+S~f zF8C49Ke~wtA$0*MJ&CY}Vj2$vr%K3^M7jFjBFBi48m*zl zL5B-iXBX%MTF#7;UIVBnflwNSKnK?gozOe}L?7nMKER%swPSwo=zW|^q)3kXaiX80 zLc9*uAGQ3Y(z{nBKa`7>ZsqYg-dp|b=jPF}vVF8{LFcdTM#&}m!gJiy2i-M&6D2k~ zp-$^hE@+f0UQ?1}IQxkTcP;V`+Ax>GW*NK!J9|OLl!Kn=AT(;!j}H~1r2o&%6S(*D z2I6(@A`L(CT+1C>xMsEZ2I2jWZj@Qu>=)kx;im^^p8AT%E6du4pO zG+&S|o?Yl49MYxskIaSG-${H-K9nZe&!v9ju9sF_>b9?X{-$GY;@cDivqh%kl+2b8O7@u9j?}p)<7x1ga z_?-iPD@k5FLSCE%Ma;&ADUuQjl|X0KJ32}}H>MV&yN}f4;gz8TXowBEbCy6qVHZhH zgpI~>o|A>1@I86#5&q*yANQLR>ww&z=7Xls7Y=AzRu z$H(b;AK+i~C13s1CAlHK$lmBSdE*pyCRYqJJNVFTsM~tXPn02*Vr3=!^)XY-@^ctx zCd6!~so0o#ooLP)=?hO&FNZ@tvjkheg<7Hyz1e;C%2yKDXJPA>HBzJn)TN%S*~_nm z{)T-;$LeM&6HbmR1})EN=nfV}$(HF*tl{T7^Fb>~e%qOwc%ep_@-It}x>Vipf6Y9uncgW%7?k?03Q&05mPJScL9p%*&gboH1*OM4$ z9<(Vj)Pim4;yML-5NIk(L$$Dv96AUe>56WfLN~FdO`6PkbR6o17^$?>kX>uYef0NB z=uzIHIzS(WROfwl^6vpY zpF1R4vNwbtI53$$FIHk}8}hXQw0>8ZhzM6D_;$qPJJ9sh(L9 z=}S*S%kh~$HwXFshwO$Fr+%%#=GV~Iw_l>=GqF&O*C6~ee>Lb?=ohARVn0jXU(*`9 zkw?r>kPhHnqWqjx&P@_!?IuG;_(NqnDN6csCbyBEEtsCDGZIpQUaw-5ycEv2eCUPg z`P#Zbl?bKG6zW}V>fKhWU(QbxH_ln^j7gNE^b0vF zll7d4KK}Y_vy>ihmS3-+*Er5qW9?V>eGg$hL+h3rv#dpULYkB5aX`Pd${h>H1 zHHUpiUqd!?26meG&BpkTPO#TttYhWbKYV}==LT_*k}h9%6K6x9dTkEf8)tEoUZ%+c z_64n|O^b%JCl5=NHPe!$#{773!EcvYEFxI+jE{J#9I~OjrD{1va($C3V++t1WJ{4wr;;R(JLj9&>kBa#{gHEV=!yCf0~UP$aW?igrP+rP zlYbukH`(l=wSYTj2c{Sfw00^_bIk)>@ne#|cB*gE>O4(!2|qLM(i4~;KNYtC$>@eW z9|L4>1n{OIKrHx4`m0PPJ)8zb2tVa^0WMrJD^NFEe!kAn?0?P+6fh@nnH>ClpVuX+ z{G1<1M#|eqjkeEe{7y!noO?JopIgDmT#P%K^X(fME3b z0)*llKYf1-1mzx(R<6yr2bk?FpgmmU#rJA7=%hn8yXgj=W_`1Ux5oeEqamk!bY@OJ zz3LDAa7CbAh!57$SxmZUn@RU3oAg*w;5{=!bq3J0W9^t9uz)tbnB#I_JQaL&ypNw6 zhQH?O6R2TObGV)k*4&LvdgHB0XEqDf+9QD(OaQ7i6$mvn3@ga==p2*_zz1f03e_AyA~FFL zisJwC4~1x}&Cr+t|GG38s)mXDjr&IQ3e`7WJn6O@pCfHtfN*bu(uAMaSKvOqfsg&l z>*2*f!=Z{fIEtUs=keDW^#ZkMr(k^!J;m!xJgL+lY5-tury2jQH!$zcjL{tW0_FY^ zswL|4c^Br<5^9!4tdDhBsBtIxh!Ld(G#iCpLQP9A|%RvLaYN zqNn$VLe&|FQ~zwx&)_3XZ1}1EYp5`Qf7L$?l>yKUj}d>3=fs#($AqdYu#Ez&ebyHs z=uo3v`4XVb8wRTnaBu(5CT%>4`Nf86L7*0)NEdYd
  • a& zgDV362I9N0utoOUT4dW#=s=!x+xjDJ?H?T}3!r=02fQhJL7;#8!lY3!(9_vrlDIHT zUatqHdLT@`M}wSK_w z&+#PGaA4z%*JBk_2Q$s`kmLJ~1~LV_;WQ8gS8nGQBj-fM07Zyd93i%LPzC^#tuY9? z0QA0$@!E6y{p;Ppm4cv~;P!kI5P+>6fJ6Yr&)X(Ke7L2)1CWvx&7@3kg`WHO#aNP)*vl}{>GQe~afIe*k!oxW-2BLT7HWX;b{1#B72=FX? zX*~XO95|tGM&MF!fN`LYEv&U|zbJ`ukC3pc&@%vA?a%j5z5q|)H;?ZCQ9T7U%1Or9 z!(7(`!^Eyx7Xeer!4ru$K)ul&Y8G_-=?`pw8o1_GAP$p&Hee60-mHc7eKkhQ%=3|Q zr%Z%&_Or;Em(YDI1VX|*yD0i(&GmpnJSoZi^PA;+KHw>p6UF6pyv&^hBm`K?(L#|j z);2;ygMs8jA8{49O!vFcutWmwTL%rpM4&R*rXhOmg?KiK+%pS0T%_*cCZ??wE@$xZJy(LfZO#mWZ(jtS-0A;vMRcTKd^Zx$)RJgIiLSfo5qoAw;{tUFKSu8aSdfcC={ zoo3_n96%Lw1DOTta=3khEPyIuVft8Ef}R&t;py=8Bjsv`2nkvZWdgZl2VbiX8CRzjha&y^?5GtT+z#N2G? zeTao@y@0^svz_s=I9~H%uy0e@GVk;a`W_WV0UGSA=fC@Mod`gBHrT*1F?ZU$44?= zP(RMY{62QH$mDjcf&6!hd>_L+3~$ln6Cmi=Bx}WFa$%A@gtDX0={PxaBwF4=8Sxof zE3d^+gWxY!b6CXkm|S@ZDB%&HMC+&__}`lGX8xa3p>Ofh8{H(@0^AMxyh;iVrs~#rEj;HZb zo5u;Cs|{sHjuDcr(7RKP!+xd}~v_C}4_ET0k+@xhDFE1==(RSnpscL;8nH9w5eB z#_-hh89*5q1B2b14Bbz%q{IKO1o9;5V)5cpI99^aM@zNLkob30GmElmMr0$NAZS5k(~ z*nayCd@C#U3rO;+^Wl;$K3o*oYF8kZlYm%;K#g*v9{KEHqVz7EAY)UZ&X^Jl)HYf& zmxz?2pMViU2hyK8J+F?Aa{?=)pLm?a7!l}>b(dnC99F32daLj9eI_WJ=r^nsZMT8H zt~lVUaD{pJsu|xnA0`#t(E>D z8r^-ZN6jJjOG%UraDf(!+Pv%_{zzP&BVKZlg9@PYL~pY!BHuqFA8jND_3KHz*a6q1 zhv-$rB02B}FC?m%MYIu6LZFuCzB8W>JTd+aaNbvcQltFj^)`Pucn?JOBjX}f{vZ$C zOpuO_@zRW%+jVAy%-Um-->G%mS?{z!>I6BjMptOPIs?Zi7oH6ucyVC&%F6!15jiBYnAex!_e0A#TraP4f+OF*Y^;0&}2Nd2qyjnBelP)4A_&?gisPmd6Z zUt+65Kzi?u4U=v5K-zPJ$q~kP?iD7<^iVDZ!X>&?n8ZH{l_}6egh7q+2zrP%&_#@U z6)JW-vAz$v`u!6;^IQ3^|ny?v@=xN?GKgkeMwT`c%n4w5ieCPMN7l< zk@B5fVw0KLy#=a<$BQ0g+sW9X5o^*s{Q~k=w}R@=zjF z;>q&p^l&YxAR0n7(FzJgC=Cj_0mFyxDt!;~`r8DVG$2lvZ;qBoAkwK&-ZiCO&+10r ztV&N<1nQoAK#B8WQ+xWw!uV8KAg49ZX#?ojh9*eHH3?FyLcG*9#>kg>5i*Y6W;tV6 z#uFF)@N?qj9DZpbc1H5|)uBLNsYR>t7l&1R5B&E?nH1=ZlBM<8B$>E4QNA~elTE~6 zrm@gEUL?n@B_~fIW`_d-rZx^A!23beR>txhg^v-R!|3@Z%rZ-*MafbhTDse(pz{Kb zd-ig)jG=$4Ne?>jCOtzE{WyLR8czI%QlpTVlhj-6H|#JJWJu}}YBpn!;CxfZ;J1_L z$r-!hB4EGd-~-$Fj^90wAO_7z^7U(?WcraHb0^13fp1V&(A&qv10QZeUdli|c^oe8 z*QgT;^h|fD13H>{a83QK9Qd_O@-EGdbqTl2_?ZCC=(Whix5|x*8{N!3VR2t zlZ$~VG9q7!#8NAU-%XM)`xC{j9KA%{XxR=WVwq%m+S1IC@qgp@>G8om8^dK9VvjF+ z;D_n>JZA#2a{($#Xi=s?j}m<;RF21o%IdIC*#ad{e|K_WGvW+8_o_(mU4b|umTk%L zuj=x-kWboT$3oCr6yzNFpG2RKJn?%yL%5tx2ki!wC^wJ*-p6DnPN83UTbkNb1OI0H zwMf~D;Sy9iT)yG!&1*wR(iqy5c2H?J5gSJITaTJd4y?>xchGLuj$XGRAB9do4Y=^r7FyrI~6%bxHY`FbP! ztI5;^{4tqx^e;+&{?5EUh08UlQG7}yOE2jD@-|Np-xF~_*JDL<$H=Qo^zU^d#B(n7 z;RAb!ar9`v(febsZOrdH@^v+_yb~&kWAqyrlO^t3k_;Q2Bqd`KWh3-ydHTl4gxe9) zEVD(Llpr1w+0$d^Df7d{g*E*#4T`ea;j)JQVkr5cA8Ts|{YDmYPisNQP1-Ne0uu*o7y^{(yMdGCo#XLc6#d2zzI!Jo<%MWCT5CXe4W;P8?R?`(^&5 z2r2XtyS@pRB&7G72zhxRLL!H=UnF*xFureF=$x?mgL2SeAtB_p4>h3_YK9MYg7U^W zTy8*(lEQvsVDS`Lw=r2_UMESZLy5BV98^}rqQsqkwR;G)vork%{`}IGemEm}$p*^M zbnLZwUm+*4Q-E`pW{*+@iZuLj|I0ARg?<9@!KPWlWj2%!>-c*pbTaNxqIe^be7492 zAIw2cE=-)^mvs&#$h6(@lHMy;iZ6+lM@~`f!=T0>m$fB_R{s(%3+TJ9()XOhF5^$o ze}w^|$Bx4<5lefMrKm@;9G;ORqw*xmFlZKz`ozix+i2-oDpE2~J9GB4$gGRx)WuLq zOr&=iLjPmH2kB+<5Wjh-!*$3(t9_GY!L1}YfM1`dC;Yi9POf*36|sqt@0KWe>JTY` zccB|~f~sdX{)|p4LSYhoI9z5NK!eJx2_d z?geF)2l*<1YZJriL&)8Qps$z#HA*3R%S=$CbeK(#3=LQND6W+?h?g8Ep=-EekvWIC zenc<#2f6N3Ui6ol9)`HAhm^uURS0zggOSD<~R@S2?_u(sT9HV;9(q4UR)3F{o5@jfoNI}x_;gD%br%17 zv>!T@woo@!4wEVs!z6P6_75-L~dtq(k+Ke$3)a2C46IO+g;?zfj780wA(wV-{hoFsQH$4j~T(8IBR&fge6 zfU=_s``SnJ;u{}u?T)@-^?9x_CDKD%7~|ld*KEe`VDE%)wVsnAMO@goK#ej8{RCe~ zg7zj+GS7*ZfgPizY_kaI^o9KydyW3yP$1%`0mOxWE5=6dw5IQGk1x>6_vl4!b!B|0 zQG8uf#9)&mQwKw91NGGUn~5?wAzq3XkCE;X&~Z3JD~OLgSPmuMcyjb0C_dO5cA@8* zLLO*Np52aA@nQXbP=<7XR_D4|x-P;u_mRJjh04v{CuP*{C#3$6lhX3xN!jF=Eb*Eo z!%Yd|z@C4>+*m0_|GlA2q%>sT7{eIyguQ+U`En$C6=H2YYpGBd{Sp%{MWN;`f-iBs z>1t|{+>A(+8zBi&uwA^&Y!xeA-$u#SqLI?nCPHekcl1Ihd02NCc`APe?yDIVWq& z!Tuo+RyS(iP0&;TclgL{{=J6+y#>Ebw&U=nanNlz(O2`0i!Sh{qz9p%q{&Bk961k z9!|P*nyc0Tsy050x3-J+)0C}7J!>#&z%d{l++P1PBe(W*J9`jo{Zx-z+ZzK9YXZ!m zVIQqf7x+MJ>(iiJ)lS{D0MOQUEBtiKeWOJJ z^}G&Hj%MhkHBcO+Lot(Pst2^72{56$K!t0Y)Tb8kTQ8#yc?bnZWhgrQpdMKP^~fF| za~7ykE^zBUP@~;{n4stYa*liflG0|5zgDad%wxMzs{n4)iO>cTY{;@2zoDeYH67tC*esx_p>X``$LHdl9Hh z8bOcJf!pdkaVvcrljdh^8|K~wh*phDK&XLiIHy9Va2I+LWWyaOKafoQ-E{LE4}Ilr z&@bhE)H$7>-d^snS9r2?N6!5r1gd~rKmmc0*ZT;?$|s<}NS4o>gV&|3)e~sKRK)ru z*gHTBtWa{#GSGG4TXX;L)0dZ^m_YB>fa6#p^X2fb>G;+-eiM%09Yz059f1F1&k@)% zT~nU23nXj@kgIP%2IlQB>469!+ZRnL%>6O2jGUZ11Mt0WNRPWddSt$zu13d&-x&1< zP_m1MP1^r5FqH=;-S!a5g?rE~0Ik?}6P+XR&|u7e;;HE)y>+^?pO!9R)E7TFz7Mbl z;0SK~X46yb3lyX#>u$+9D_~ETZ$K20OzE67_Y7w}T*Ot&R>VF(4Z7_rR3E_E=G6o) zw3(-dUx$K#W37;o$-qEf76Q^kTzy22p$98m`wlRX7T0@f2B7P6pStMBGj5u-3-Guh zJb@f~k8j<8#HBz*!x*0hc*#ZM%DL;}Azu2-;H#fA7`2wONyh`tYsea&w&?F_7k9AWPWET%KmPbHnyeuk5-1N!}gCuA?n?WtR!(D?MuTj#v?)$!S( zzu@WUIf&E3#M1NO_`yslILMLRrvh;u%M*D6fyWWQBVIb`Vdxp=Rd>_&ojf%7KCtzJ zKDrmkb`9tXW_lC*@j&Cq8U3+US!|XbKmG~?$C`_b=&Uk2Ty8@yY1><~pK#XYBVE-L z=&tpyducfIFExRI-faMF$9?E|@O3Lif-mrPu&#rgaOpO+&x>+stg73gCUEJv8yI zmsY9jqn_zG7W$A)*~n}D_~=~XGaMR@)8v%|{45rD60h?U$qh-w|7NIx4DQbi@wGm1IciEA zu(|id*;aB^vC_cZs2lxf`e_+p%NfYGHOMgw(L+AIcf`i|iOUR?iPLhx`S@*Ta-Qjv zla{~ZtRK$1>AO%5tvS$3AKvuVGfn+;5&l}KIeB>-bS1=~C;4JO_PT*2W6wcs~4iTUiHv@E2I+;)~@s_$UAaC-j2|5 zw54YucC0i91-<<=`ij5WTA&yq7abo>?c9qU@rjj}@Dpm^Gva0S8}id@XrEp|KgLtQ z?Na@CzT*SL&|`8?f9lpdUNd0lZ_N86eqI+Fbi&u)cL$2dT&ysB1OCy0zF|iV zAhj<|zbL=z5x*0)k2Y^dzGjYR`R!<4ZTY(~F+QUqu*q7`5RkjW0zC9Wf|nlMM~?!8 zZ`XL@fjS+)x$AbIzaj5!@`R?v3s|2=ADu)#{6rqKu>L&cj&9UKZ}N~8Cis9kf5+F7 z@V}<~Jpi2_LEqCJp}>oH$#lgD3ch*7sfQ?ZUZ-E@8fPwm|VSmb7J zebfZHmYdME5KrTa0au(&FGMUnKMq|Cx$!lz)r@}Q&;fj4A2v)SZ=44T9}aADCy>}p z&{TvF$Cuo+ayt*b``$|*(6=u%`)jL7K*&wx6n?w-7Ip7A>v~IFe+T8rYy9si{lQ(} z-&gScGsF!r^GnDAWE?aC<0}Q|obmzK0cd|Qs0E;cD3b%4iu3_m?Y^@XhZ^PnE)UIB z%v+j3rz=<-7@XwiQ2)Dp2? z+ITv-+|#JD@zY`0rZ~Slh5oWGg>qsQecx)JxhtU$S_U*Yn3(6g*vZ7qmaclzy{Gk03G$2e(qIgJ+h~Vc7ht^Qgb&w+towYwKC}C8@?K~-l)r{Z<9Qs zv_sbmPGYwdeC8ss-^=t7ycWh!y2oJ~d@4P23VX!-?y|m{C`hhDQ<2huxkFjekyjV~u3Q@`3FvuR;(z&}t{6We zKpPIj@1W&q4lPIVKG0kE2k6A1(31oP=>7fydd3t0Wf8OpP)`(qYN7=66Yj`v-dE+b zzEDrxhk7Cj`jf4kClG2BD?Q2^s8MpZ2~cOKQGA+1iNZW`)(p_!pj&8#-#gPwoN9xe zcaVE;(^Gw=Z_FB?`EmtlC{#hY(C-3bVh8%Q##PzJ#1yoKVP9RfA~xN~eseZZ>~R(S z^!fsS{dtVKN$mcA12szdjhrVZEg9%W6lt;e>(CrNmPwll1O15!O`#^C}&Cy>S*=Gp*(#KPvL^;JC zpZYlI6Ft~Flg2(aX&vUAd;xkjUnli>)#UOE*I0_}xzz zvL|r-Y=oABJ<>{OH_%r!JxzA{jC@*|T9n-6xRg@R;}9z?ptqSlyn~kP-bKg0=%FrSoHgu|tClY5p{3VB0YM!# zbcJHi4k|YCNaK-ES>c>Q+FBB(!0b0uo3Lt1v z9MRKpe9;q~4aPT@A@_Li)EinKN501wXEhDb>cmClXLl`S^wf|X-r5tI+T0!dv~F8! zX$18k6L~9dA1#`nUc4CeQzhsPiqqE>#!v0ZDSX!o`i^`@oV6u=zA=IP^4L@7+I#DH za<%Ixf1R2YUmFa47X4|F4CJTWT&tii-sg2#c4{&HQNX=omYIBP+BSG|4L zO(Q3J>hKW;t^C7Vi#c+gh&u1eZaYgR4mgQ48C%U+(gPUYxz$ zd&bPenC0=CY~%;WGUPgPL{(z-b3yV*KIm_V%jcN`w2;X~BkkN&pz!MPhd~#X_0zJ2 zP1=^Yc-0d9ndlkELVqxw_0NVz2Prg@{))VOa}2&elzP=4yQXia(>yw8R_zLPY7cFe z*IC<7X8$zHU2~K$sQVH>%~F8<{AcKB+hL1-&}?A;1jefv%ylz*fvUWQ&P6y^h9Gh= z<98tro|7lzm*YQ&sV&i5+ejq0lH*^H<446nqd~5%O0I3X7pjtyT$5nmSPvaM#OB@F z)0_GB(Lv1f1LI{H&owL7V;;e^kAWOVT*r{l18eqC@2d1C<+%=5hWdfT5aaEM@$ny_ zbU+M9%6s}1Vt&(0_UljRhsfR*((VE=+2optXmR}Cubq4U@m51a@! z>IENN-N;WXKs({uk83S;xRw@Y(&aUXF?4zvd8gFC`uHhpv89(?pT}F@i;wQ0AB@W7 zuW#BIb#)1JvxaLqj?`#$@e#cU`e}o$FSwH1`25>)qYj!(9=U@r4IrOWtEU}=u4D(_ zZD1d?g8GfkMijy}MWBxwB#!e?Fe$YOWxHq=XvmHgCLh#s5% zf)`B_|o#aPG@_u6-dPwBe&$e3qKu7Ho)m5K%>Y+2#NqC|mmZ$=Rlpa#u=fMjd18A< z4QbX@GevdR&og?fVVa8?4!P;Zyk1&nu&?f)&YqXNnLRyqo;4-3VC+uxW!<2E>&gDR z7j!s?^%`pC?)V9Md%WMMpxA;)8rm%Kp$#CUgDq$*8rXq<0Fan^-s8-Qp{Pm z^>fkoE^a#ay}Q0%>Zyg#Lu<0jSG^PcbsX1T>n<_rK#ntJ!~boGAv=1Kd|aa-hn>x0 zja%%Nj=p8Mi{^&vD$8yUwda~u!(mXB9re@BGmU!G!=zuaS#^HzjjbnP>ucoFm0e(I>DrugV6)E`O#8( zgoW%QXPI>9B(7y}Eqla1C*AzaSvy$V^u!WRT|LsEPj0Z^U+k;VTwjW84gECvr~vuB z)B^g0RrCPV$IDxx58J_BYddtFy#KeZf8FHtrT+! zW{v-B-A!2c-9rC-PTSkrnLD<&juXP1{`tHtVrTx5@t@Dj>VNLP{LjL?_91CAzgpN} z@n@?I(q_CejF&$R$9sXlnsTR|J#MwNGe2*ZcH^CFWoN!zE)B=SU#|V~m$b1*JLcD- zv~_+Z@flmh21zC7Sdb8F?m+~xvA#D~MBlBlrrmn(;15}Urk#IHAr6WZO}qK!V!VL` ze~o8dKl1ne^KUqKZ|wF`#3fP2}XjDK*WIj{V^*NcP)SAVOx&3K~nK;3lf3^A%fUg-~O|rFH#hIF|+4hlC)(ND%VBkDc7e&g^-~I`+R`$C4&?=Jogg^Y3;w zv@`pqSbvvxbDYPy`}{h$uvQ18Bw~yF`#IZk-1t=MT!Q&+5E6(O5JyB12c#roi`XEk z*vx{2AVG*AHrDrM1MB)N$vW2GKejB#mQMKJjy>IgelXU0?7z;b3E$m~uzqJ@?)#7s zBp3-o0ucl9_vdSm0f>hk23K-~RP)9(#FXY<-y z*Umg@w{;u`=2Q~-&-44qTHc$j$NcNu-I@EnUvn46`tQfw$UO4?n#X@PhmUpa%m=nw z=itbB{@%IT)+YC@vL5@N*BZrn?6&;h*IKHkojKbq>vuueQ4kv>$lQ$2-~IahU-k3A z!OmQM#;@_1cQ6u!1R@6H@2{lv$H9--m=C|9sqAzqq6 zS6jpeNkw-Sr{4SV$R_-?iBX=hU-^Q-!6&zpAkERG*P53$bi zKkGZ1_$an6?bdUZ+8*~K?Z#V154`VJPyNsRJcwMDA=EmzGx%WI#!z5AJM*N2*0CKK zTM!52zw`O}^phuk^^-vy6Nng)zdz1mdXZ%p(oXkT$qQ|N^^GCSCm8u>^Xow!Tb^j0 z-#;I#4LYm-YhQ4Nd0CKsNZQQvMq@kkty^iQ$0+)!0uR$}ytnNA78Xdm961wRw#<-r z| z1N$xoEVd(%-;BWKKjj1##_iuL-T_T{2^_~QQer1qq}5)YAPwZ9DbUuo>%t`aiZJn9 z3-okXnD{`8;stE=^4=J^3N=cdD$(*Pm?y+egKh=5TA(dYeBQle!Ct>LC-8ZNKu0prKZTnN_0u42Bt9wu2oY>>^vk2MZ%9Be&Id5l+?0E$wX)iDd zpaM%7dzL@vMzV4ax8Oh5Gl6qm16onskEd<(UERBJk`s7;7`OXpY#b$<>O{(z77@~? zzeO$q)mNZ5^|wKzGQ}+B0B8$<2wXzWF-8oK27fo`Cb|M?XbA*}+wdK#vM!(r+e!eb z$eJXFfWGeci-U$CMtWz8maHoyWpu{~Il!FjLt{|uEIMZVi|EI1IJyIp(T?@y0;bfu zBQzsbERxp>A^8`Rwijm$&qd0|N%B0_ML3sPIh28vwKp=*3`kTFecakDAG{V@HzY zdzv6WYRAdWxM=Z+jg)FFBc#X_VASa380(yV9(WfJ-Obp2UWi$0FTx)9R_`Fj1KyEs zWwI=S8m0WPB-sq5Mwy23(z9rc9BCLSKawm`huDmbMMqn)^C}=#Ktpn)gZ|j#Dt?r8 z5_%X1G-NDx*^n$%TJiK-V-ioLO#n6xRAn2~D9}r6aE_F(Jkh#*OW=subj}3qfM4vW zNj%{TUx25aLi~$DSAlcXS5J^5VR2Fu zIO;2?R;~csnhoSU1$fW*!oW%K+ZH{{QiSz6lJ~M9(CkVmKJeKAYLRWp(h^&4Zv>3x zQ-XK{O`OeBhrOU^us;L*?-0=YLQqzO0jpVxug)UQ(7DZIph2U6x8k9xcnB;O+m9KI{|p8`gAX@Bnhiqud+#u_2xHFV z`^J@$r8#3w%9bQ!fTfSG1eMI}SaJA0TDZSPdhdpMCkGJsQ@}g-0IgrmT;@T)Fclxi z7ix{fj>CccFy@T5Jh{A;MJ6=2NX6O~SxG!yBA&KA1J+gpdY_U|^Xy5I0lgAsd~}?2 zx)m)GjFB=OSZ`)v^yP@b&(wtU{C)zy+!kFd-i%Fxp#wn=yYS%?Z&hoC?$#xU&D6aPbCW z?o^)KgDhvhD~RRHP+%N{8si*!EC5P_4w<5)HMOxsd1!*}1K*_19R#KvFeF@d1Oi_i z6)qcqF9$3KN((I1e|@rOmt-hn66OBZ1ZmnnUK$OJl~J9eC0~U|xqTkW8fx*y*< zlKYlLhCtg=1D{xlPG_V7p$1;r2wDe!AeK#T0l8$(*U3K(fDigSN|c`U5~L)sw9PYP z#r*(J%kBbYOU?-S4T`KIzEFo1B9^exk899D0QWtL{LWb4Z->j}C(t&K!~M!LXMVGV z9>nJ=(5|z<_D=)x1m<}YIA{Bp;nEHGYB2ECVOx^LBWtqsz6}(-6x0jpqveNVgdE3D zZ;}(vAA`zZ9dtMNc47SG^fYn;uQlh8s}|yeE9rUGQ`c5UNr!TglC3F}VP~-udFd2B zyZtzQIg-lQ_{OY9YkJjMZD}`jRmQlOFe-zBHz$^ zHFD1dq@@da68lHeL#!qz?1dhsGdbpYLGnyf{3N$UDu3r(#8&KUV(=C5_Y(REUY*}k zb3XvP{mhtO=`;A~K3mz5+}4JELCGUci0uZ@(KR)ThXChqi+%BxI)RDuWO=+S z&k-lfKE;S}QMBZR0?N5wq&)gyk&Sn;uPxLF>wt%k0CGPNxa)A}Kc)c(UIL_j19Ujd zs~fr)$k^3tqyH-8Y;x%nYKE4CT7&lm9>>Vy3(@j)9JFZpBjs8YaNj%lMN4{yyy0Sm zN^fl6FmZAXleGiGWa@%2DX<49tPgPz5hdkrM9P#@==$*2CRKqU16wZx#J>d69vFL} zuVIptael7|-4MAfm7dGFFl&7fCecu$6bK2GTGN1ohKEYC=b^F={j{TRtywfoYTpZ$ zkh7r@bvjfgrH0Do&!I9pZ~Zk&(d0p(5Bmj9dgHc)?`83l5jX*ksDi zaB>Zl5Qs+wD2bpBSdD&mH~^!p3!J?vbOO)|7v-~TQD}6IkZ*}Y=aKZi^hPzQg&q6hw}Xg*5kSJJ4P_P(o5W}W)F{tNr^v1O$>MMx z`mhl4voTH@dPPaqiO?=xgwBpRoh4V@a#I@BoS_u`!+C6@l9AHLL*ypnDOwPho9br*hn6d121Ne0;_$;ldt@+Bf(B8$dK4tk)^ zX68c7^~ph>@j6_T{1$f;dK7$j5L5xvfV@U$B=;0#40PRy`tSu=K9`z6tuYZ-U8y&P zcR=?6T|lc?C@G*uDNq0?HgUV)c9P`YlPIgnjn&u>l`j$@`SzP-K>_FxI8Q`)xMbK1 z)yH;dMi3|7e}HD=YaDyE%lH6uXofF7h63pO`B3`VP>IAJ$0Czlso&&>0mSjcs?bMJ zLx&U34X}I7I`o6Y_^KAI5a8Oo)GuM^RV>L4E)BL(=nb+xa{QBl7ThkAeM?i zZBiv%x-<-zU1eDhG8CVOl3b1fwLif5?lcRRYF)zRmIrzq0A)sXi!@|CW8R_z*1uyZ zG+e|}vmk2Iq;LtH87}dQiCd@)G8_z->Jh}q(nNWGK0yZOh?j&7`1Mt2G}n_0p-!`* ze(bYBZc<+k(W~GiN&fU2)Qw`r$l-aY(Yf(&{BS^lWO)^uD7Bpu9IKH+C+S2EAVO7w|+hpCiqaHW%$|#{EQrQI2y{GOVC@KgL2>s zR8Tj`nUA0wcpD}w$(uvh#>sGK4jN61ksarv#HM?s)cq|&lJ`Oh_8fgPW_w?#L0owC zfv#j|xV)Z%eaS(0pzGVQI!SKLN)*$;1ljvA4m!dZ35T+$MWrZ-e;gr4j?(91i<4o@ z)sGy4{|qk+Jqfyco1UK627UgdZ}@|K@xchFHZ1b=d$^363SC;)aG6=3`D5dpRapyp zEq5by(;mtc=CipE^MD$q-M|!aFO?#<*Cj(|LJyP(RZEt5IdCXSCT+LK17bIzJ^f@k zdSP@{Au|*p8GyrQg8nHd`wC)la0O~Hxoso%ECrQ=+Z!ml&`+hztTQ+D?sJ$#K!q|M zdX#Kd$`qvTHz*r2gv(rN5B~#}#?0^8&IEb0I$qqN@M{+tEv>ghzwsbK3RtMu#MQl* z;c_Y&N-N?t0=Rn{3q2RMHeG=tgx>4c&ScryBUv(zOOow&^vz!JVhDwi?oZr$kkcI5FL&VYj_kp^K)C?LO6Jo^avJ+&Yn>p+w!}#@ zt{Y4~$G#NmxKdf54?P7nCOvfAB;x)BF^0cX2a3NNi6SQ6GdJ%G)Rke$auiyoRx1p(P?G zw!vRtlbZ(O_s-;}xA^JDqtF?lkDHMZOzSWD>olVOp}Rr3U)pAG^E7 zi$`jdRDa6emwbL3eQm}s>(K8kB|q;?2bJt^)EIoEaW3`~g~;jU8QTH6iGiFy8~rDJ zYyi1q@bBao>hVqF>qgc`?ml&xJ~|ScoSD z8B33_89EqZ)&Y8}sUM+7PDlPI0QFN1&e4{e(N%Yy0+V4#MS#|;&k|R#Dzs((+DA^y!Nwv*U62X4Pt_j!g z*gv<+!v6LRd-tpKK=cC(`psLd?5kY>J_%CXra0PWz%WsLYCNx1db&i(>qhjTbM9UDaQ+8*seTBW!dZ|LEIXip&anT3P7qV16@S^ z;Jv8~x0mzX6mA<2<@Fr5kw5(Ar{yLZ)stK8vjKa!!!7?I-0B~TB$n?-~;a5>d$Tc9_za6 zi$*|r8@TGxZSMM@Jx`+sW|Ya-sOeh*W8Mke1Q^e48=(0GfITr@@p?c^8gnar6UOBA zL?d9iyhaUo)qLOFbfnQsvowS*58NQ@F#Oy{?Nj}1c64(s0PG> zv22<$kLHYn^vVycrvg+Mjet@ECz((S$dv<6GVW$nr+Y@7ThXL*+>k{;2!P7H1WuH2 z&ZJv_j=z3y(%Hao%6{R=pQ*s-NBZl;BIseZQFC)_x*|N8yRJ!7n?h%UoNfpNuO2Y8 zDkg2ixvUfum74=G;{8N^7yHmd-G>>}V(`&D%Y1dmIzPPwHO1aRM%6f@mH`Hlu^jMU z#_G@(YJfIC*acV-aJ(hJD3i_tf4T;|`4*5E;M4{r6Jn)E={nd=Q|@`_7-02R>-p&T z3_!bv_^THb8VjoN1XOPOF9@>c01Q^Q(d~Rq}jsu$V1OFX@9WK?y zKXL-kHUht03A|$;P`W6Sp2dD$S;I}B8gI~XYtH=y`FO)eThH~=x6OcqJT>Ygj%&y< z8~MF0Ya9W5^*E9d+hlwIH3nki>Y-0xdFf++Uv0nJUq_t+7T(*We{2Q@h@Wo-`jHI? z(G=F2f^0;7vgS_Tfchb0KKItofzDbDf6d<4L+e)Y);bq__1Z~)_55m7%XDZ5fSP@O z4TTKQk5~9xAz&D5iK{TyUxil_QjhlyEIrla<;?f4x^{%Sc7XDz5l=U+S;MFgJ3$F_ z+N67P0^LDhzgI$6_-g}TGFEu~6Le>#O4-2sAU=!91I@ucXPsIZ=;Ba!?e68NgX%yL zv=FFzM}PeTsv)Bj{(KlH25a2KTJ8a_OUS^Sh>I=XfqH!9JM`N5gsWB#chmI2o;vz8 zaF@Y8+I_yS9`Nx~8}Zi**^Js6*oqB4J*KEhvoym_z3@NA|JISG#sjbE6W>V_?sry~ zx7~Dg2Pd8V)kTMOgBoS2m$vZ$iUT|{(it5Cvl&G`>Z#?X)~26)Wn^qxf}EcQ2(a|jhfW} ze4pG^4F8_m3V2UDpzerUTcCfffw-~m+2pQ=wTTU2S<|b!sClA`CXIB{i) zW(+G0(ltB&Mjx$^isGc_fCDXji2u!UQ^(QJ3l#U(@N&KyKN(o!5`T>tXVjPPfNnL0 zo(LPXnhV637`Lo~l7!a{D@+>7YoTDC9v$SN-yIEFvWt(7{pzdB(it_Ajfq&nZ?U82 zQQ|NLxD+xr5jZA!Zqy~>?W##@dAe#bAf0!!c@viN9#<_XqmTj?I=}&t&ZQAsb_5rZy9=?N>YL;DXNjXa?~Flum1S z>W)DMEtS)H=WiX*_S!l1S}X;Odmc3?lB?KY{I^Ucl-oziw^ zwL}2VE##qFmwRfZDh4fLf^sSYPwjT523Ll5fMYL{Gjg%c?^*ijb^IU`aj=g$eZv3C zrvr{iuA0JJGvIFv@i9m8ybqF(^}okI=dzx&_+YyAU3Fvoo?6ewMYjxg)dpkSwQMP< zUEKZj9C4feGPE^T9XEu|q65C&9T*%rL3?oCu22tjr0x?p0YZ<{1PCH9bnhsC&BBxB zZ~vg)^Z=r`6!;@^wq;HmuaO6+8`hjY;2lt2>PIX3nz`5fb^08jlIZpo^Nq(|Re@G6 zizAm2^X#jkbT6c|nU9h@`hJW-_yWKvT=exh|u1l@QCqJXt-}voe);ipc`0^m< zxs(50f%cIHKXjsJBX=}qEi2IV0(`PMbIw$b^YFewNvLXAidb^>98oCV7>sD>knToUjvwWBcmS9VbbfXp+o_Sn(h<533lFvp6)#{Y2j4j zf_!rWJ^hYOMwCGxNGEhuhII#XzQ@?N8}i_lLG$?fs2jaRb#H&oV>0UU%+PHOfEob3 z-Xw>wZ~^MfTCTE=XyVM*0fFLdOt7z7#`4Nv-=ibxhx-D5^aQ?5{Ej)uII&Qr94BvYhel#0 z@Zx#+?Nt0S7`iQJ4(gwD(Np8xHRl~q9kbY=tv-8e^*O#e>!ly`Rz|&26*`0sKzhj$ zN9jqL^4g7g{=jZ2^q9?e0O7m?&B;Z4AQW1SEyU_N&bbOYhSP59T#sJvrk7@|;HzhW zDtj%aKO0U=TYv-Kr2ajHCg2sZkJ!Ed!ube)yG1-*AP$nK(@+ImL>^TR&>qmD!kp#WQmo%#IEO#FU(*Z;%XTSiBbb#J`E-2wy+1b2tQVQ<_e zNZgYS!QCaeyL)gQ2yRJR+;Dey8{E0SW*D zoemAxBu5XO3PsF~*X&{Uvxm03>8az+_~@qU0UCMTpm{%%Lu*rKiMLwB$smq(MV|1z0Js&{LLN@m2*gp6LvE;_uT0n!c5V6st*eFp7K?#u`>WXYoSNy~e_dg_rA{?p?8#T&Zq#TqJ@qEsMlES+O zR0*B&<5nShxKW6vsU4#4p+$*ALfeF>FTXo957F99LUdH!5KV@b#S7oB2i1%x^|v+t z}E&z_gOUw|6gq&NLtdRP7G3MD{)53T9wt<{ozwcIX$4UY-X zOO8RBvzI{+L$k8flYJKTx6~$J^uW76vi3LR#tZZu1;gq6pw>7??|-5;dsckz$Te~s zwkit^N?Y>VDQr86&rxNdB*DIZ#K|{ee`sSU14&L8+|YNf7eWU-NpF!3i@osN}TST*Gv0MWsg6Wdly6T@epWZ@Y68Q5Ix#G zM62P0&(PN?e9{NstciH?eHWA|qdIa7KIl|GMAufsmw$Nbm=JHRW%1RqoBeg;cPLGu zpNggyG@*VT$OSc8A@Wx-u7gZ03Y`IezjWaKNj~x$J)xd()%|VUb^S(9O^)`~VmIi) zse>+OgESX)vmg1f7X4|r^z>SccO?(CB`0giLd<92{zY19yd8O)IzJq0l$(Xz^>q$U zoi+_>!bQI7SlwSY&j`@Yb?N2$8ua#a@+3aJGnsz*8odxU_qu?8v0qJ_$i0C$uJ_7C zSFU%}CGPH8=Cy}LL%rt$RoImCe)<_2oU*rq^i#Y+yRz?#=mnK1v2f-=upWJc&GDIw zx7fSifJ)(duo{cwhvbJpu;Zsf(8&}C(ExH_HYBeDc_7eD_nmXsEZMzu&k$ej2z9`d zy9Vup|CMb-jrXCK!A`Lg@NMk&6}e80@5JE`_fW>aM=hK} z9So))yB!4G-%9GjLH-woKapeaP>+l886QI&l2eZ#!XA651wxba2=aA8XDr z?%dx9q4y((7!_nEh-*=gPM#3B#99_yv6UwUgS`{JmH{!j#QFKv8~9)UVG zlzF)_uP0Tg0X5JY*X_@B%W~blCF#fT)649O`@eG4k|*8u_8U+Au-`}X1o>&12!Hjj z5vVIW1nI5u2F=qGN(k&cq6BrO0rP4?Przq9STr56W#3Z&Hcy$Z~Wdy z)lt0+b-yZoa&2O&F4zC<&;8yY<{w@Sd!eH`j58=x8{N66z4qSTS?kvCrfDjNOLp$F1y7(y=Dyv$h4)FP#{>J9~njjDd_{ zoJZ)aToLe3jNS(I+-g@%x6@t6wDi*2`F(Wk z9A73%9;es5a3DzU(35?l#|>i7^&9%GpPTxdm-XlAr7d$3FZ?zo6S+DA z^)LWR)vO-sRN~bx^0;vZEE#t@i$~)+mW6NXjn%Md=ema|6x{&dla*Tjq~re<|8mFZsH_)nk&m-0B64$ZTj6K4MZLigq~-soTBnfc#e z|KG2ugQ@R5+qt*-|Nni=x$F+6r3TwEp+Fi2BEHB!hdd-O&sM+Y`F~$$5_8FM-*%n< z{TfrbM)^7aey;BeI+(V_*~VGGTL0a;2j+4xO&as>=j4eU?)clr31d$GeqNXIJD85` z`S8^-R6-oQbWuvr=!os?2XtSKD|__)KoZ4*Ab{r~vul;O*4Aelq^x`OE)P$6rfi zaWG|Tn|kxRmD$1cvDL5f{*u?H6>~6Ed6#kQ*U199UM#>4%^22-{&-rJp3fUHpV|&%PZn%)O_1{f4}a8 z!Vadk7j4HbKu@8_|32Sc_>pT%+gM!~=bz2_47F?Oc-y(*oEwJx`}yQ7Q|KI81 zHabi5OK1Q4`Uhk4`3G#*JI(yfNb0SnPCf_ImJPPC?HKnz=dND7y}MbZzdx={I^wX9 z?YPvN<383ulgBRqsqG_(y<3fK=Ph7up~yhQ7wLisQXO$ZawB%ge_sDO?D+CmU-r+> zEuEe|poDE6|NPvRX&g)yvf9oK`%4bpgiVT6vHj1?+{2MDWC0S23`Bg9e}2s+taa_L zwdUr0JLEs>#g(<0O4{b|pN}z9r_!WCpZ1hkcAj9nR(0m&g#7*dno<`&E&RXrcM|;# zsA~J4FxG!R=5+d|22*V3{daRXhdx)#vmM`s>-@88HD}F*N88T*`?a=Vt-8o|>|cFF z_+Oe|{|m*B1hGRxP1E?j=92&WoVxt)(4V?v-V2aWWFX>;{PVRO%1CagW4o4_^TUxa zNe|yK(l%!&#?Fn{A-B<;840uL5D~=A_TBWD9;!*_U;5;@ zf4??wYW15`+%wI^pZbnXz4<9QHd_PRc;T!!b?n)Q-s|Qd+n9f^@6q^Z^5WE6&ldJD zWq$1iQ)ex!*dv_!b^qeu`@$UZh}W;Yd>UPwk<`<9C;Vd2uRPO*aRsT4I3c+aJLES0 zZAQXuevSxYXZvnyQpCaZ`ijj4p&U05@kRdmINRw(8gEHGTXw}ar~mTJFy^xW`FHc1 zl$QHD`E2w1_hSv9KOTC{Hr8q8Wk$l0)S2h!ybh+M^{J=FKx%x+QmHrI0eo%ExYQf3 z8THtHQtFM@n3#R~YhUk+O}Ze0R7aeU+=v}=8{ao0VYV1R1hKPyH-&P(9Wnpw3F#Gg zphe*g!@UC&horTwSB3XVxfb_RuVM)AI;_ z86N#U94W2lMoPWMdT($Obc0)bo2 zIBu5hK&3lAw)YpXO2sN3$ezrE1^OO<68Xvaw0Gp z9=DGHjxaLBB+H{MVqe)J!;;LBcP6?5{_^Pukl;%|Dh@(ZvA`t7nMYor1XJ9BFlM(( ziBT501U16VUO=_6Q?&%3hl_v*FxNJ2*bIr}*xWn0E|2|x9A%OX2H-S-K!AWxl-U+1 zjapgkK#X`CKLt3zm2|+L7AJ`N+&FPs&s$ng^Ty^WR;dOx%BZ7eX~_CU zo(DFt9Y_H>A3PF0_ksQeXvTZyeAE@VC)6ER^8*3OVwNgDfoi-5!toHO%3T{IJxYd5 zvq%vBmKDERk`b7~XJ{^70pqy_lr{=@!2yo{9q1~yc**z8N1;b~1`K%=Z?F9gdX_w9 zxySLF&p>5yi0fjbgF{&xaF9E!Z)3}7iL+QG)X^f(1_E{Y4*Y#3`t<{L&;~e1Q{dVS zO)`tMmq2D9_a7$6>p$XT{k3SB;A@r5c`Wi{7BK6YW+{t3d)>p<=YTF*fSq8M1`C1N z4a07%{XBlqp+~ZK0u|i2H%YbwMcVu=POevr5j|~{hD~|PEw<^2PRgMJ{}^nukM(T? z=D(D;1*6AmlYr)pg&G4}doD|sl~AMHK9nR4hbGFLtntz;cZ_7{&RgeCL%~oOA7dW& z8-Uv5H?L;0cFyq%zkvMM$UUwp1PLzNuAv{LD1_9UW z8YLTtSmn%Ki+ljSmUlgQgYgDG;T+~xvYkmLmInG$3hD~RngBJ*z1}I3{%x{sEtxFK z7Xc>k=Q$9Idkb18*uOHr^SD?|?sHF?EYTACMb+ zW`lYtJ8=G-tb1Fsf$P3 zJ=iX88Wc6?KLu!x89&U3{?i~0J(Hzd=444+%lv@K=7jd3bm3S@H!Di2Z-o}5EA%Ac z@ZqV3PedL zZ>YY|8d|I8_yjSOa}Tk$9$&}5j?V!m#T>g#2L3YsDeU z?+0iOswPYEuSxQ*c#`ZolOQn<;^fYh7%9wKl3UcX$n>dZ@u~t;>KhR88&H_w%avF| znRV2eh4{z}AWvMUM<{Co+O#%2Nj4-WO1X{+vKVMlC`G84bn;yt}0NqysHj2-sDFFl@AHKx*Tfj_PLeJuyC0@qG#ma&HG1B{cl#Gal8i0D>ozpD4 zfHI|91iWx0kjCLawZ{Mp1VY_$8L(g=k42yCvsk~P427=g}c~&Hz)_yRG+YO^Q1FuX1UitYB@JAq$K5vb3 ze^IiWgSN>3VWKo`pCE6cS-CSkR;+(SOVSeFB3{}e9(B#Kg&cFX0MI)i)Gy8gM+c_8 zEd^*MV>&b50AQMPuj9Y2CK;297<*%s*7t!;-U3PtjPnWbv6u88*E2%727EQHbc)n~ z%IOPlr{Dhr2=3%~-iD5?sh1ATptw2<9Cat-;Agw0;%E4BU3~2}J~w0$lnY_h=H2M( zD1JW;`U*R%oTfHUN-;}72=qHpm7G5VO$f0eoYNco97Ts)$s?ZKskbRnQZYxA_>8v5 z$(O8aE_swVoD)C|L+^op)O|kv(05sXa()nTNex>?uk;&w{fIQ8U)n>T@%_?2$#uZ)Pi0G#N@wC_SJhaVe##lUQGecj6Y|m-Zbh8Wkh|b+-l&Dm8omxp=hC>7|-9Ef1{q?jFA~P zqU9{KXyHYy(gl0Gx`+*k&vj{y;=LG3y*`n026;9qQU*bl@(H@Vmh+=!-peSNUOq|| z+yZ(X2NecT{SYU5*msd~`6-kOd_Krxl))vSX{c+Iip23WV&ymd`xL$Ck9`sHqC|uk z-k*?pzeULJAraz--qz(aO5UoGa^O{jz%%HBnHzk-IPA)2_gwAFTe9*1~I(Q6l$}Lx41{je~-a z@vYENOpcC_RtKSCNsi#{@xW6LLo0A65sIRCDK`rGz`j?Hl6)HODsg_~GrsUAF*rhP>keB`@H-3}HrYn5D2=H5S zX-VwrHw9W0V}isVh^P0)ci0a+2D<&uM7&UMyztdqL&?9`;Ttt=3ZHI6s1f+e%#q{+ zB)1>5D5X-MwM&-x(@An?W1>6^jgzZWqNMF)#=_@sY`~9+(`EQ{VaDso7}3Llu8*S^ zm=5(9bN;r89E9K3pOP%?A0$bKBS264#RIvH5%Y12BsFDEbC!Fb3x>d`RdB;PM_oruL8KMx4-Wcra&#BXAfl%S^?1%0l7` z*$i~~{z{I)wvVY1vyQQEvtmQ2QQAQx^NAia`f8GtIg}_(YR1ctp3zdMIJ7itfzlQr z{>izQqm7ab#5@lF8y`;XI&2g>3%Q>Be2h6%=K2ls#W_%;n4knYV2%(cD1&+;eS%pR z`J&x#{kWaq0+=TlBX>5ENYkG267LjC-i8{br&W%z zXFXS$TK^3CJpAWAe!R>X-)IO_9KBR3&EAFBh(<}$}y-t8Xbc!<87?WI0P+WmuM+$WpAI!A{p>;w;1d(1WK8%&{niJ z%AW2}TLeQ(LoQl94az!tgtP0DWcKbv$pbY?0jLHda>R<(jF#BjRtZkB$i73=$4cb; z{nS(HR91ZGup|1i1M^+}eePzOKjZyl~HEjC-xrVGcSo1F%I%ao=u5;u^&M<%oE-foihqRw_-BOm=-o00TGabb=bCIKAZy{G-eW=th&0BmtV-z$WqB2ZQeN zy;NG zJahM=w?9RmskIea1lE`bT~>@GCog1AKp*-W_nR`MH;dZ?_QB_&p-terQQV8M;D1OX zz89n(-7|BKfZEiNxOrUxIuLy4CHsx$j!-i`fx_tlG)Q;p4esDO$OWVUfA=BIPw>B7 zkB#yOf4al>e2!B1SPX2OCM-Dc1VKk$`L0EkHtva@M!6cj}NY3h31pK7h60g z2hAsDn`9&Rq$TI(pcg7dey&FzB9HXALJs>HEg#lJNsF3RS&I)gUQa$le96e58K?9x?os&QpWTUv4$vgyKbu)wc0QMdLF-#QS*p}el8Sp0 z#!0;TUQa?N96<`(_Ww>jkYsl@0+_GaU`e>#SJA@zSU zvO8a_SYAgj0W-V!{Y5T|>yMGY>Kk3KQ z5Zme4gAs>2yCunT=yu;Pq&7{9lh0FPr681K=O0H&*@{-le3pAM2hk@vr^FdzE|R{A z9x#;8IPyr5)AWk$)qmaiKRww^3m$aWb``vI>=a*pwJ1P?;)8VG5};SLcnlwS!O%%S zaTWoWS_S-P9d9W{rT`^4vK+`Ezn_~6gp9|-vjGd(TMkGCkN&5t0*nqQLn6=u8?@Ge zN5@Ygp&Xa>Y@lvW4$_M?f;HDypzJOAA8?fl1|Xk2{y)hR$Ow<%59r7v>U;cjR5O3Q zQ!ha4PYF~NXcKsR{2`CCJGlX)><4^x5D*tWF9$LX=T7F){!^QswMq*YEm0iWmnEJ$ z>Nj8Q00g5cFpA=>gSBBeZ`OXy+ckNV{xb6upbN7a03mGxWJRG^X$G9Q1#3f&`M7K3 zNe^xH&|5vM0XpC~u=8!eFwOvp0Oot|Cy*5$(O<^;Mwf?HqB<}PAQ3m~0l7sU0Fk(o z7l?N;Ai~vnJ7@zQTdxB&t`^s?WzfZEp-d7m~ZYODza6Tiv`H107F(BbcbH9L^GVnB;lv9`4M!VY8#@Pd2=fyMw+$cdfpfgIe# zZwg_j;`mMm=GYAA_(b3k`8m#?|E~bbG6C4kMf9JmDsSk;2K|v7z(3~Vi;W5b3mEbz zT;TBms0z^Uy>mdYZU$=~{6O9YYanyj_XYU&Gk@&`HA=o#(0;ryXng}vLu^v?Eb#Z+ zz<^k1SldJN_5^8hs8K@avffL;+Bk0( zaE&3X`%ZCSsKnPL*1VWCF2je{1EZ;Xxw~$K8f8^Jcg-`wQ>Pd7)muQ>4iyCE-;Q`= z9ry9qia>rwqpKmrc@q9Qrath_hCrzr_tI^|!SklTXLwU~2WSpf^l;aUn|X`x5TKA% ze04drCYx&p5ob^(xB-Db1Pu>5d5Zngq$gJZO=*BM<+}~8nH?!|z+G1bdTPI-J~||u zAAaSp6{iO1A3?yZss`!$n?c&Vok1sWH|W)G2L09?{fq#@G7DM*;30-7!RnIIL2G2} zq?wmFYw^)8IwQBcP8r~-Lt}h&(v$#w3x&xI58g;jT&^hv^qDox?|^Q|CqGk^C2z$OFuca3^?VZgXNWZ5JFYHbH z`sj$=etHiPbJ z_>AEHw~!CS;BfMv@rJ9Go&&_Ip@%jc;H8mueD&gUe{DB8NXJ0A^k^EnDi+w|LtwJ_ z@}tZ^5`hwxWGoY7&LGAe@M#;x)_vZj9kS0wCq8i1(ZfBoP=0Uyu)tS~FYwn+&>b93 z3DT}R4cgI>xF%1vS_oYN_L#mExbbeNr4Eu~Pw?h>bFiM=;-Njhd1>@%UtP4tUmKMU z)Z~mn@t9LfZ|Iq3KtqK-+a(dt7oaJ)PW>ady&~4@;Mco*x@(=I9%_2wrF)ZnwD&+i zb<7^1S2_l2znMW=_cU)jUqOy0H_OfT_eahJ>s!Xm#hNeH>!k+bEG_Y7gU_8O zZb##z=ds~Ur2bsq{LEX>Bk*D89OOZA&M0!@AP4duxh*rt4&bu`ao-DFXMncICDv8H z>~+^6FFbWqytgj+;j5$O2k3}bL0ZCzx#OG9(erBTS(kC9BMb1izU0n3Iq(g9?EyZQ zVF@vi&sCk5yJ_XZp89a2x9(j@-l*cQUFHVp@(e**qdT<*7}w1S=;bI7H=u~?$fG5Y zY*9elknhN{Y_8gBkE?DY-hCc=YRT!|I;Fg??k?u9_6GwsxUE60)R#nZV`k#?%#UE5 z$Q(8TH%msUGp|$3>jb~W@5PSf%ToAaB0hKtANhf#N2>AnJbbej{ud2Z!kOjWflIpT z?he%JI-VN55j#QEF_l=EM%{8mcV~%}Y8}ygHy~}~gzS74=}Zl2%eV?0uo2_cr4R58 z)c1Fw7uih>NDnnmcXIg>{38M=Ha32OeY2AH>yXp8zNZdQ$8s(Jx~}v!D-G&+8v7I9 zw%(^ReUT$F6dT)UKvpx~eAwU=@VS!C{N9N?*^YQ>3564}dx99A8Baa8*{L?MMGhOp z|E3Y+i;x+7cWe%{mEVJj?MnDnOXhsp(Mx^E5vBV2>u-_3R!ai`MSl_KGJ;&tlC}17 zr#5=hJ0W}ce%l3l1@zDaxr(pNVooOX^p^QnLGs~qHafc)bnS!h++|KJF1l!XldEoQ z>Y8tATC&b=2hmjVTwT1IXiFE7BkRjz17THu|rlKY=synS#D<{Xzc# z9C8dgnomw?%ylBsPdlz%jq9BxpG0BXHR#Ip##dK$@z*tJ0`F=~9XnPCznd>>_%u%D`F2qUSJTZ##4s%h3M}sM!3W0K%@jHj;Ob5t|2~58R3m ztzgW#z@eug+g$Wo3s>kBfYF}t)P+gjx~R9W9zH)HHl;u%fc-xbS1X9IhIgU(xQH)B;{TiJ!B_uztpm|EswOYB1o~*v-Tt~eAm~>u zx;qBHHbVDz1)Dvjwmc`kUl3bQkq7isH?a3PAohv$R24!r7m~L;bQNVobQaVQAD|Q1 zUkn&O)F}6$+b9Orh8?sJ8|ee4)N>LUe-9l_KQ@$l@zG1up7PQh^?fwjo7#v?d$I1}wOOAJ{xt%-phHJ= z*?AE<2a0Q>A=tl)`n?vx9v5eI)_K}p+hujr?ZrHFl`!TdprWe-q0#`JPabh>2xUYU z?24~H^hbX|K!F2^CqH@}FYJ!b%;-w)=s@kg>!!t>Jk%|nml~e>XeWmN-96NxudW2E zZxv`|S^yj8xR>~v7t)CDR($9lak#EA`=k2wnRS3eue8C08FLM=>UGF^=wX=eS$xHH z3wxZM)X+V^ZU?*TsJ$NAslJy^bpW;-<)@Dt0b8c#%IU9e5%Y5eA5J-l9kxA zFis>o<+nBa$lbfyPvs2J&ACGK7;=*Dhp^QLXgjK<3(*rlfW&|0{C6F7X|8VSHXIrm zs8NQr1?Em&?j8}KpXlF?(u-v44a6G#mO4b8h^CGwu?I`R$N8)ri(Mm#gZ;q6i31}( zHT^dA>N3#p7^t>Rpo?SJ2_1EDCy$`#t9_u1=}&A9QXPg?i$24Jas}MY#_x%AM9BdZlHE zj&ByCeH({RmqT<7*FRM%L>EK3kd}VpR&n|%>~ITx#5^JHzO$~39FqmgAaq;+YK?_I zsh?l)ix1S4p>FE+97={kP#cc&)#;D@HF-s#Is(Q1nF;uJduqr~Xw&Eu#*-IoQcDuz zpiQJ!Or_^2jjz3iPU#BND30OOut}ckxY1kdkz2jktHl%wRQD_f-D811&<)xva{D*( znNM0^>RItW^8B+b^xc_>^Ni%U3O#gpT{oT9+C$BcJypMZYmYPj`tUbs8=)VVhfQ+e zLvyfkwHvJM0qc0wOIz`I?k2u_4 zSQcRC7Joh8H&CDDVjn5cSRA33ddPJ?(WjF4H}hHJHGT6V`d{kje1nTteeR-hj&6F> z$3t%v^wx-dzPdjg>V@o#(;!Ga`WQ4ld#OP{*$u0qB%`lebO@@uNb(~2@gaFKJQ;es z!$H~yI!ZrJ6ibME?R*t-CoSe$)+&R$yBnLXwpYW8Gm)jV`XUV4YDm=7HgJ~DX% zeKPs2JU;(Be)+{WM6jIBUz2n;ez{ec?lriC!ZE zKEQR3#JH$6z*Yaqd8#MCQGiw5LLX#j}HQ1oPL0yw?HoZJlC|7R< ztK}a1Hlz``Yyxuhy&UuhusK+U;wQra5QOo#nYV zKwZB}J-opAm2CUCr_`5c^fAb!=j3DPP~Kp}_DFxE0)O8mXSB!0tEz|S3vV~QKOHL1 zrJnjD(MQihk@j&2_gF4MgIbMR&=cwe@=%{q)4asbW|f(y$nrmhKZi)p4(R!59S_$9h9rzgY`uxY|@WC3-vA?{tz*j z-V8q}ItOa0>3@#BZv<4Khy3`$m8Xy z17#Tx3BJR1Y%%_{m%2RTo)>Z+@p{gF0P%i7K6^=Cf5UfjTBGOCh350nCDXn1Gd+xZ z7GJg8^wVL`G)43c((K2e%~-?Ui~cu1b9>6Q!YfnrDzW$GyImRf+a>6EZL|)bT=nHQ z_Mj!8k=^H`+q(Gax2^0iDnb+2Gf3Ypfa0Wgu$IJM9P#OOHK{lCp+l)ho#y)=jQgb= zb1mwpE1LN0^M_DxbPCcg_ZaBi5yqhgFX=bF81esh&%Dwjd<-~(>Hx1eSFhn z?BAV<-yQTOztbyi=C~D5m|(9WGpKc3d!8e8lX<6M{;QEDT(>(?I?hcSUF1H-cTX*q z%~xB!VE?>^dluxQZ^X=#($qlo?o)@{z`V!Q?WHO7HC1a+vzdRM3gl|+a3Wh9Z8W;Q zc3%UfW0!6kQ{6?UA9vGxDIU6^hL5gIX50e?-A|nEV~q6p?7{$gBkXPM%lOEJ5Nb8+ z?BI>vU5Q=RH28FT?GW5qi$8YO5oda8^+Y$F{fCE6>*k{c*F(258`|UT^qc9(?ZiUy zR@k@;et|y??}6|0nI3(;?#$i*ojJ7Yr4y5=IVHKb$XJXkqpKGD;;OeML2tPSn!1_Z8ae`Ml%M|E6w2Z4*V(f#rLJ(UTPE^dE@I0b z|3@C>X0AEuN3!?QpINbCkei-=>aNXldFh#KK6=;7PmiJ3$6JGRMt0Ui?XAJyvrk_9 zikO^$-3@%MFF?)9k1rstki;i`YHb{#H{J*8wo(RN-lQ#>MariSwry zB&HmQAI=-v(1rMQ(R$o_2`s@rnEW{!I+G}=mn4ve=yw{1K#e}~zALj}=mndq3Hm zM#b2U2?f$H5b;I2AcFk&^9=c7Z)$nYHjbHb!)#+Cg4o%dddy8+%j!g|=~1XFP9g`eIe;jdz}PZ;DO5@ygicHI+@1diFi{&EB-) zVd~8#VXp_2v~tPARy|Hs1d}r&r8r*k0Qh|7Q{H$s=!f7OxG%-@Wp-df7Nv^O;xWLt|J&EwoFd(-mq z|J%9I&+Sc42HUxRwaFXCT{OY=ztr`KY)|b?o?UF?=4P$`|9)|aIh^>lw%hoL8Tsox zucNyg-nQ{V8E+usi~MsvmV0b(s;{*^7r#=!&;g;+s^sxyb9v0mQdUOgt7kn zG2cJ3H*ITbJMX`ngDdm4G_xK5&)2;70X|&CcJAM=^%V0O)x>t}U)Sn#-`;evr0sv9 z*hmmNB-GS{-?#tz{jcYIzGrWWFaB#h^s@j7MFt|i$Uk3;2RY>GubN=y{BR@;`S;_d z|HIx?bcSu7rx`DG$G*(i#(B1}oftbeVu##DcV^_TI@^*auc=Iq)a!wFQNKJQQ_lvO z@sVcrQg6I;^hrg+ZR4e$J$pa2H+89H8}sk=eSl+E)=9nf#L#P0*pqtWRj2+>w%Ep7 zfZv270})@O3nEB$#0klb*dhPfx6+f#O8&~rr#a4ygd<_d0wfd}i1;F15J9RVPDpOV z4*AbxH+o`ky5H6|&wqYyclx2tzxJh}Tw@^Oi~RF(^1rY*ZS9qMy06c?;(qmMVa#U% z^6%!ii$261|fYj4t2XdenZxv0g`86jdida)` zyoQW-?N^MYj{d%Uw>PD{vdzyIoBVS>{`?ca`&r;mYLx9zqa5JP&Ch`>l>HhniCJPL zIZKp09AcIZJRU!$C{S1+dgXyjc-;hQb``iDlAG@bfld_q1IW=A;0jPx90!KI1ei=A zd$Yttg;EWe?@`1dhgserCcYQU%A0GiS|x}_%*Up;h?PgvF98dAWM`C5agj1BGE!#7 z1ADs`DLyZN6CL0!(hXw7w_miRYaJz*`&*>uAmEqIz_Ecr^bO-p%=36d^TJ4Jz7ePv zZ;d?+HH!IWvefRtWA-PKr2oN0nKmI_?tTU)ox>{6cALe%2=f3Qkg$XG&4(_5$KeMK z1t!oRxD4xl0CeUik~IXnhtWwg|9YYv2EzEcN{sA}wMY?YFV40C3IU{Z)MqFcZa~8U zBqi@I&gW74sO3<3tN_Nv_pKXwOX@ZrrRVzv9)TYWguzCO(il0<0B0g$a5gbKrt%qWDXqv42VL$0N^!#94}UB4D`CiF0C<$q0mA)-4a`ia#1!`L40+5c)ycK#j(Ajao(9uVxU~~m6!-F~I z2O@qv3$Wpzz#YDzPxKr3lIuSO0>_)la{|dS_yZm1xaS;~9mqxS3-o^;dm4eU0zZrm zhYkUlz$aiSdo4gdUg49&usMFZ6o^#42h24Advl!cGT;Y5Af{vY<=8y5AuzJ@(8ZLq z$kF~#VtfZ4!ZCBP!Mv`(s@icqpd7`~@jGNM-!0!0U!!@~H$Z2505kPBq@MhMM^y+opH8WS&Zyydo- zF-n}5LeVn9EKPvjq)7n=v&SU;*PsvlcKB3aWau#aa3DCu#k&DOXF`+Z_rl52cwUm+ z_2KQt8ZQ|Z#mJ`%P>=wPbA!_2?J4Yt&)mkpf+v`yCg}@#2*zKImWH+kc~Fr# z0U=r05ZeIz%lkY|PJD@#az$h1NOmAjpMWx7vPv3as=+g}_|GMO)B$Su7?=q@G9}O? zZ>s}|2Kw@)7_c&^QRW1tNc{C=iGdm=bWM^pp9LiV5WuOt71_Tt)C*x|S#ck_oh6LX z51#_IHw_4pe;Z&|%&#q<_d5_9-S92`=kz#9G7U-+-)@PLv^!pIPmhzPqhlq>5F?*E zN6R8;28Q;v$dSHgX@D=Kb;F-nQ&6h74-I5Ih$G>sQSa;#*7a$q}e9ZvtsA_tSq;tO@qGh(SqED)XFff(Uu z)&=Cq89==!v%XMZc@51{AHQA*#mgJwsR&dbGl2KJBu?^`NtQ6)RNW40iu1sPow?2r z$5;uS17!qnT=w;YE-N$iAUBw=l~~7@x2ywlzKGc78r>NGE3tS0UvdZ9G-XAST-%x` zW4a|s&JS_24w{)NSEFTNyj6adv`E4H&?wCWdffv$81he$BYu((x`8~r>DwOL_|Aeq?#ZC~<(Mst)vBm7rGI*qpbJ6XOrk5|==n zQh-dZ0iL$k2xJk+X;$7eUdt<4+|kjiI*Fn_@iG$_Sq9d37V4OO(D~dTmLhkdgE2rU z@rSS8K;S)qmAMnEp1?xMY47-bntifd4Na07Z4;&K{dh6$1*U9>l>lnyw!Tp^fx0;q z=#^78-b7E#xB|nSe9kC2f#{Ao$(!#l(Gvh;O$5T4W=66MEtD)XZV{JV5@hP7IO)o~ zrss{3yU(riu8~DfIGd&FbSO%&*KGQTbHIETS%I|z;fgs61QNJr5@S8?f_?Cl>cr{; z?D&jcq%b{)3o`68@cImYQZP6GUmfC@BKMaAUxgZFbao(Vrg-UYik2-v!LLy($KQlf zVL$6#1uT6Y{(|46n}uHHLc>8EE?rOD?S_)<2>EqP6m$RI*?*Mwtu`5G}C1P?J(utTX z+7DPO`L-VYP;YA33m~t-)VWvqV)0kV0kc$U1g#0b$GitB_r@ff-VrY!I0jkwk(%>~ z9P$My?{{b!sFe>3B+3xz+j4A>)>l-v#i)=r*tj4?^Jhrsei09$TrlzYvfy8+r--`6Nt2jah>#KdrF zmov4Z5xJ@kdaMaW0QvqWpU?PhsRGmd7$ff-W2C@4bbHV$e|TAB9CR`pE7FeunJu;} zQg#fFl)Am4Lm3e%=axmv;Qf&@IVD;mN=Hle?ogw2gJSHiS-NzhUNWEY#i0cOnw}oG zx*7QT>XJs;0(AZ%c`SP$sLb9#1@bXcG$BHo7KHL7;)D!O6CvNKKnKx;enEl$dIN3G z6)7d(M@Y>#5fbwwLW1%~N|TC_Qv5DdV#SiA)ujX(Y=kOdeVi2B7%R2b#>gX$meGr? z(kvr6_aJcQ=EUbI;(EDJp3gDL(FM$HH8Aj@Axi3$p--^KKY>HeUS*W#PP99z25hK;9vBiNrPa@9pouv*~n9Ff$;W7G(6VwV5afpwXJO$MK3O2k) zZ@q_{M%~Z*-@o^@0*)0Q7a6*?*N_FLli* zBf=RA9T%Cy*fXFGnFUSgLiVlbJDNCJa0vY`2Lhd#Ad{!Z%euR<^5R*v_@r26|1%)i z^zQqpJE!pB;^f-o-^krn$k`RJBNAPS8dMdUJm?n=d`yyFI})XubAq%cZ)7MDE4Lp- z%P{u8mFYt-&txBci~UM#_6^kCSgxOI9TW#)%>8%f2BkuQL}))g&>Mu%j~-=D=9na- zfvrEc#K^F<7Ab_^uHw3TsJ#i)-CcXp(^lw{Hba>JRl`I6wqX0JC&>#p@Ik0b3tf+t zDd_zxHZY*~{Lp)BSsEt?4#mof$uTmmU9>F7O`iwF&%|VU_j^WhfF7Y1xw0YpuZ_+V z>q48+8CsM;Xfz5yVX+K4wrz=WjkSJy7ALg=V7J4^gbs9RW zRfzpoPU=v0C?JS|X8DP^!ssHamA#ThR?+*X;kaF_WprQq2(DF_>z{1M{e?zQ``}kg z_^q}tIdA}d6x1kr2c*b{swpyM50q}~o0ir}67Q@D@`Bzt3->4vU4|lO2yx$%-nTOO ztvLGzuK5P(!uO8Es-ZT0d~<3GHFDW2?niu%luBtCKL;`6Kn}+@Tk^M)9sM9QDV30X z{Cy}By3PYNmy?ZZ%P4O>6J(PMuy^|yxw;D)&<$2;|HvZ6mYQYLMsf{4;`qTRAgNqU?2Ph z`2HgHM&#I_VD?o$tih8Uj@W1m-jRcbHAt4X$D!YXzUfEq1Q~cBPF4oQ$|QWzA9}{E z!0~h5h8m>;eXSSyp1F+N%lfuJkFnh-Sq`9c3vqLbSYaCp^|P4?Q4=y&!{B1h+AfBS-5a2I+2e01$gqxgO{ihWwB3&?9R#9Q{m zMmfuO_kB=k;I~N=vF||Wc%W&xMV_1ZmTRR+khOQ9xcmfNPbKadkhc@&(Enl2XkxJf zYpq64JdO1Zr$2f;7{4Nq6`u;#0n{k-m!(KHuN3htmm>Z8CrkI_B#Dhql=9y3lCc65 zgoQ2QYNA(h=l%>iuQ5K+2EQyz%{z+N^7Lc}`Zw~(Ol;S%0sZbwdLCkb&NFlsP2MAB zgEv6ev4)(5tX)qY!++PXE+aYk*6Ju3Th%HXhnXcGz1-U+YUq$KTugA%}m{=J&EJnr+XV3VV`y=7(8CS7iWQ_7F z$&Z7{CH~CWU=%BTR*~68X~&v=&SHPT9<+i}d950#HR%hxV!!F@1)6aFt>t@pY6e9BGvp?m=w(0DUdF z>Nb>373u%_4v3UJP@|lh5Gf7UAcrHxg?n~)=u=|IwT?ZF^3DS~y+;w!C@De;P|KP^ zLH7-+yY&z0buXD@3A#NM$KH`#R_+w{YR*7&yfj&w{FW?hN+n59g#>ByBu3sJwn|C% z;=|aBejry3!9Mrt7gm#FZyC83VzqFOjPc%|rw_Wp|Di@1Ge1RMdZfrGrxfl%C5s7a zl-W-cW!SZNd7m{#?8aH72L0#Uw^1| zh=EOfdT^~g{kYG?{~8ht_T0}MvYz@Kk8QU{%7Bd#lI7|NDgXYsoZWRo_7{kdu|1RJ zVfQ525SbuLp))yhDpn3{i)xPe^9wvVh&zc7q-?e7Xr zB;QLwJrl$Irr;j*nx+KF53O%L_MtNlM9bDeR{2)hB1^c>e0wFa#kzy*uotDjctJ0e z&WXA}O}oQy@0u`Q@|R~=l00dd2(=6MhpxxUapv?q#wrKNgKe5oSFRE-2e3&P_Fc+7 zh`H>OrbF{LnKAIiQ4_d7|P?yeMNRUGF;^oW2IN7l?RxC$jWZ}waS@y#!qoJOy zb&<6&mp8;hUt5kOAKxI4gwoG##(s9h^)G6aPkr5Vg_pY?ZtSV|y838^rT)4Bc<;o{ z!TQXJN9TDQzYFk@CkuHD9=Kn*4L}Jt@pjFPJW{_N7}iSQ4@-bD@_2Y7AOt0N^uJ`~ zUYZeT#CV_)Zv0lfBybD!EVwVw1_SUtZy=0} zWBuT)Uz}WY;7vCTcJS0}z<0m%_TXu43>pbMqI3+DA;7g}^EmsnD!^}nU`zmVvZ4iV z5M|t5ZGdRE1xAe2b9UG42R$@#p||b=VpM&aK?^K{7UUFf`Q$PG$&6EiNAkO{HoJ;E zN)HUef%W78(y*WoP|RA;9pnPaRT!vnMc@DpxNcowUUhhzGH(Gd9BI%V<$xV{p^H^e zE$}#dEHI-RSD_>U`c@w3z)fIf*FFd99NyO3zI%|`mo;eeJcA|ylRF1AsY6vBr}tn^ z!+~x02eKY$gTn(!E&**zW8lf1coT06=s%hQNxtB%KD>#1#8u!|U;TCYmjHDu9i(ZS z7<5axK^p_ZF=yg9;B7ubf%C0kF3hV1Yd)UHxWN6dT?e)ggeB8`9>0e^!0{1pL`TN* z_V4pvUV7uAkNyUP%F;DZd+rO;1m3oqvl{TOxxwmip2z)P^2T%E5SLh2{V(|1S73tZ z@dh#sctL9*3a;4ZDRK*G2~?#m`pvK`P$vN?_T(}Du34ZN$cGO&U~i5e0+hv!|G8HM zf&}biHlIE4#VOcizdbe|f}J)%-ElZr%|Pl(;diTnUo8P{RpUK6Vh)+U^VVXZR8gG+ z^XbB`(=cl0T|D0&fnAkm@VgaZ;n1&0+mGC0hxJ)D0B$} zfZAQ@>#pZkdg{)x-a4qVuRdw$uikG0byZMuUN6Inh z_N?>6Yj-uD0}9;HN2kv7)!1Y|eRtDekJ$yPXFlM6&x5pQXM;Y3jvy;^FgqFqt2;Iu z0CYST`fs)uJw|uX-Mr;Jrbag%x5Y(QXK~j|zMi_);-eX$gm{P{6PAVXGXgNc?ME+_I^*zKi@^?k8@KGsANVG=Nszz>dy(h(R`V| z-X%VK1_Wubeg>UTD_Gl1h2mx%&{-fX4URysV*=V@4c2_oP(1)`-MGwEJHB$$b?rR$ z!~$=fnZ{2uo(xb6u+|I2q)Qln_msE+zS9I)P8f0%Xiqi76)A^LF9cdMy-iQ;ea=;# zw(_R(INqRq%SYXR`0Gd@qq7$o)Sg%`Ozb$5Z!%-M0&Rh6w*%^iY~ymV>St0&6 za-^FEtaR74Up%zvMK3+?25m%bKfO6PKuhAU$vq8PuMLnRd}AE(a56p6`aD1fiN)2$ zf#{V5azswgN?hF~78?Ks>VqHp^8a*5OJG7H_$}a>t9H)su5P_NG^~S{=3nTeWy<(# z`!j*sHx3x(`akK2IuQrAvH?RPb`?7<#TR!Grzyb7YLYX{)&m|WF1qVDkh;QdTG!u0 zKc4Z@6D57MT2_C}Q!-F}?gi=UkH9hq^0w(k!PMK<4TYt1IyxTa5o8#(x6gszi*( zc)M%m-#oSFFmK(O!B-oG`01w`{#v?fpr&=>jrT9H36xol$!`@d1LJ+dIh5LP zxO5G_p(dQKO`Kw{h18t<706wzJ11f+g}prj_2->H^xovLnrEfArn&E{mD&YpexSnV^HC>P{|P}W%=wq` zt7YgrBQk*Ro$^AhWkZhEVyryiaGj4Rkzz28FRFfBm0e-6}5P?`*b zN@nfEU~L;gy*UZh7P`$r9zBUHVBMdQxxjOe?RC|HGWFy{4{Ijslwwk41{WX2ZwxrN^{lING_mv9oTw)?F{&M<+GiwGC84Q#(Mx^m~B1Y=LUVLY-mk9_YV*3t*4!fvA!f zGIa*(2i)%t@nYilmgK=6z+TfC)CoPU=R# zkLZ~?_DAJFb&U(u71;0kL3Blq2q7O%VXif??_BzzIoR(!b51G%jT~~Q8}W|R>j5o? z2md2C?Icgd49hG+Fsz2yx> znV+tG7pRL)7}S;gIgN4r@wrT_cb{u74P<;D@}C=G=KDsj+YLFAMBe;KpHc)07ktu_ z8q4gsbtWM zC4ftlvopWMPtpO!%?boL3-vhzYf1x^9@p~4#x2o_jUs3yQV<>W`+sPA%jhbyZT&mA zLju7q(73zHoM`YsfVd|+1Wn^kaECzSjRbF;#v#d;xZ*VK?(X*fHhstVe>k`AIej|s zhdFk!vuo8_(^pZ?Q(SKYb0~yebD^V6Nxs_pxt~rN9H0sWu>DJDmY{E|HY!-(GG+w& zxQ7l0k>gwOY3dAIv@Mi&9{$?6F!W+?19U0+aDftFMG$YR$7bz`zq0&h9DUwq>fJ+h zxdFRZJ#WzEov`&B`X%y{`_O*cKZ2M$2tCP0s4rIZ)5`;Z7-oUSV=~ax%}{V`r!U!r zepb@=g_FZ(a-PLS8~D5GN$RHE7EjF`>8%kBe07huux{wyForbPp@#2ze5`^7b%Q5Knsx$b%28d z)DS?;>p&3^T_i+H+5+*13gW~LS1r{9X!s~kYN?NQ-R`e0^o_q`i?+l=7%`REKp#Df zTr&<@i7@Z6(lmiQ)X;_M_){raF^@g2{yN7-cxcaD@&e}ewn}!$l&_dO{w96V_wd)5Jg)=#r zK5{+d4WY???kLE4jT6&E)BBy5I8f(y1L+pHRH!$U+{q%^5 z+`+k_X7n3H{XGmsobl#B(@``}h^|3;AkA}!=ug<{X4VjWn>j?MB4a*uqc-%?*7sa> zVl@wK3w-(OJs&MNK0v1}H)t91*nV`9lezwmFMAy0m^sEK&;ufVam?F@4iB-%V?HzP zu`Yb56F&5n-?icQrHQ8?#g#Li|X*ryDM`|J#Y#RU-$}r>$R1jH_ zSh9k;z@TXC_0Deq;?_N75bAw(4XAmcq?)gI*OvuqHJv) zqBUBC=#a)CIucri2314Ut$c{CYXw~+H76JIeX}2*y^IZBVbkx}5qcC`bo`P}7w9#z z@m=H3K=1wBG~Y#_*yQ2N(|vUKLqEM*Do`!84cfXU6q8ee)!{dw&(Z8b*hl3)16{~P zVAj{5W~4{x0iDG1uPz$2%T+f64KLE)Q}?d*R;Q)(qNV7e9tLP%Xcr3~g5I+``$u|W zANrFz+3|}4#9l%AM`~yY$5ZoBQ+#^s-M+3me;?Fo)1XK^;H|F%{dH|sg9dYL12!*7 zTy2a7#(k1?UV@I`I{h5BEq@hT{lVXkvo3rf8GYC97osl$Lv)4@lr+%L{08;REqdiV zXMEJ`>Zi-i{+ib=Q1{OdQVV^;gZ07c$C?gP1A}u=tI7T6vOyogzc;b>I|(&P{qrt* zqO6pNQZ7PXmIif|?Pic`JMse+|c87okA8k1y3DuQkT5L1m%SfG%YhG(sz&w&^yy zv$n6&T~F0>RzE1+igj_^W79=YL5^#cY)TYeTaT& z9-gFXp;x?r(0|y9d-DOT0D9HeWrO6`B?2AZ?v)&?)R^@1Vn**uk5=YZv~K z18IiOT*wV|7USFJ#20||SBBoJ=5049FFdu=P;V{a;;Sw>phkhxvUqm(4ZYbnyftWt zne=hkWC#6j1?D*U72_ifkv8O)3D;b-&{S7#+8g===2d8iw;rOd4;${UP3!~p;pB*3u>1EdYLW6 z^#e~g-Pqn;XP0EpRKf>ZJAWdx{AE7VkL~f-vexauMMMB4y$Zyl2tFy*idOv-eOsyfe z1`wOig9G(Bbj7t+L!m_fwYW7t=fu4ccWQw@JyQtzdN6*8?=`TlXF5F!ercsjZCs1B zR;TV)W3S8S60YG&T<;~$*Wcp%+w`1wsc8@BMV~+g@{;+yXAR$}1;odpORoC!VRwDm zp1s^&Zw>wEqqpah*DUO3@u$194Z3SEbZ%$4f0C8Cm83tZ#D2Ca{#1n?qayo^@=*MJ za?zIGTy<(C4=9_UsGQ`Z-cXz@4)#}%*8!T?CP;6OHmHkBusRdZ#$wE!`R8xW{k;}Y zml1!X>ye{s(7QPJ>GThN+IMPzrsoaPr!@`Q`pM$Ygtv3 z`iNfa(9iOGj=G>*7d8CcLl65n>uc^+Ze{EyCJ(Ke%}0Hq*e$Wmpw1_ujN|udo$wJ4 z{1qRo(U0B$o44n47i+xjOC81+`uCxqyV*sjcJHC-Z+hw5yM1;2B{$ua30f@n`(?O4 zVjpVIZyV?>vDIsIxfs60^~c#+0a)9;^b3DV&bwvXI0@|=SKEHtYP2; zYQ$dpgS*s)W6=DpCtfzYYORs(dXau~kI7rFbnw-RNByENv_mtbUe;epDp#)!y|mP{%okh`UdIcBL*En z9ldueSkp42-~8mMg7|MC){jKk;p618$KaI>u4Y%6mt!=aVY1w4~x@|5w z^_D?>wz6ks9uIR6hnyEjY?URCw#NSXOVNXsp;kGdlN3LFTQNYR)2T_&vEH&_-@!eS ztK{47{O)jR_LN9jjvH`pDSS7Lv3i$w(JYbNgHCqS3OhZu`%%`?i&{Rf2^i?MA#ZHA*8xugq8LcxL_` zVf_vf#KwATN^Ea$YF^8F?hXEJMk1`=BZAmik4;}&+M6Cdw~i6UJVFs)#0e4PKcDAh z=92r%U(e+cbLmyvI+y?c8lTa{xg6Fp{@Gkhw6!;#EoL1joHhQlu`;vn0w4al{wk@x zsa7uQoFbUhKcCksbd{F%pX+K)b9+^F;eYLz$R#!F{C1FmJ9zWb7QcR%_uo^}1m|I@|6cJ`*t z6*F$`7tuv>{)`)MYYTf*!@JhGhhfuD#20Zw1gV2KAphRxr5f3r?(EGtowjD3pMK=f z|9(#GSzF~>);ayXwH)KxCwN2Lf3oh0{PtxY>u-A1De>0MCYw;yUzy63( z8^*msjGB>%e~H)o4ed?M_E`1!fB$Yq1A9~5O&P0iGdBGG);gvz$2y1uVvGFWbMeP- z3ZAi^7tU|PkWj=IaY6*CgE%0zhz;`B>(5Va9Dcz%*55z(6FNDy^}jnev97(T#RBWO z|7sI6Hu<{C`ZqIk--|>b;Yb(~iufXbf4*m%+M8A%w~lMe`8LR3>!m((Sia5r+rR$J z4D3+zto1klY+g;9kmD`Zaq2K92jt(+?=@>#b;5eizv}NPa}WIC)52K)`It8w+naKj ztYiLXb9lBQeU{kV1n^A1PCkWj=I`TJ|>%Xq*47|+c4dy$M8*Nwh2^^3_I1+}0BEE#0e3k4&s2=A~wih>%~ki zv-y#iPx3o6vKNU!!jUi}6!Arz5JBo74u~ycgZ%Z_uh8Q!|7DJ9$-Rb$#jX8G7}xmk z=MX?&TJm3%Q1IVn2h#(Pqa{qpjRvE>T(Kb8vr|MYZ!pvRr}GH%@k=wF6MWZZaz z={bi#&baYjl5?kh&$#h|7_Z`I>v+ES^WTppJIqj=-z zssw4_8Y?ZZrpQ5v1+&9gUw`~X>b$lp)%xcc{M zz?gx1S1SNq1_;L_An@<_{FK)$(}A+~M$G&z?p2ID>lh=Sfl%21DTs6fCe|GYruD7h zye0g^HQr1L#KAEaZ_ka4m(um(Ws}57=IlTyMgv3t0*q%lk9h;p+Q-{pzb%QDC%;C^ zm%Y()Bsp5rZ$``Z^J!AAbDBH>rvEF{DEVTc6@aSaM%@^xvjF-9pcG?xB))w(kGGEl z3IVKO2+)|~Kn&XO*#1x?E&wPs@R`*UQ{^p?h5190#rI{r%x%ph?Y~3c&;wck;3q9@ zpoF;zls+2Tge_1S{0hW?NB7NZfNX8z@%HV&8i1>$0aqCXjN~BKiyUB*f&GCsKe0$~ zBi_Dy09q7an3vGmIN%do4gwii3p5WH&A8#fu|xP|ep?pC$k!Pb2?PRmq!l_Yk4|p^ zXV}A|^%H?^bmOh{zykc*0F^iaTpOrNDA%0IwT^k2BtMVf7Y%>H?786fB{@bCoVu5hIayf+ZG6r@OIXg z{GH!SM;hl#l~p{xpZiv#wErz$hHr_Lt~Gg+ct?xuh%w8x&Sn`8?BpC!i_Jg~ZlQ~U ztj}d2bTF*1G%||o-$18@KLAg`P7a@e*1iR<@Cw*NuQ=HT#fQsx-a=a!U0Gop-+&}N z1(F6-sBI*WD(sr;0QP0=>tcW)B?Ae+%Nv8CW$03ZH%Gq)Zh(%Xuvd$1&>k!Ussaq6 z@i5i^6t@mb_#YG4ODL^5RAbl*^56d z#KuqYlV&5*#A1^sM!!@^hw5PaoFr*bFF~I9#7aljWT_9W&T*i|>+x}HuxA8w;QUfR zVzy!5EB+=~%V!|A-#k4{%JG)u_?)S-ct*11g&M`_mjtPuC0>3v$H>$w&{MdY#T%Rc z#5jHMyL`Y0qbmZ_sRB%_E)cF}K=1fIvR<;}+MOupzb43%R=`wh#mo0vaZsm3Z2Wk2J*}CUX7=d@sH{P?!nn;sZ6xFK3{Bsgx#nHmAz4jVW?v zUXrwK5-$(>$H-f9%8*B#kN@sLAH%Vc^$p9bTcaq1K%yMtP3yIW$IHptyuscOD+$1sbK^gOlku%aKonWum=eGNix783@iC4E zlm=$FJ`MV&G|7EGReH_`wjP%xi%n1m0AG3I69e6cMJ9RhHt%P^neYWu1aXA_yB*9#7jW>|(0yEplbHo#B`5Sn2kcS|oN^18mM0VktrO*)Awf?10EufBC*y2m<@6bgG9A)vS;-Hft)5b#jwP?|xXk{_`{Y=J5osFzvDNu!`h841n69B4KC zt59EN;csa`8?C=3#(TbpCIqyNIk9BO4Q`>*TTzCsV^UK`!KsmlCC8<#Q+O<_%O1+lT)|JOQgb$N58(fwuyqwP$@L zfo&!M5xbsbmd5y4(;d_SYDDKc#7SO`vq43~XHV>#hcO;`r;Dj@x;R0V&<2{9VI@+< z=S7l~s~9f@5-c(eJ=DAnd=8&>Csu|phB9m(^&MFj4s3NLR3qf&qS)_A3{Y3<*3;V- zNqlLRUbCU}!gj0E@uhXpB26PUM*>U4N3)Qhs#6!H1~7&v5H(AzB)^Z5IR$`h7O}{0 z%zfJ~Ab;cOFQ_fnx3s6B?^2vUZWPdTVkRyVHS7&F@G`U~=XewPC1UoiStigA^vQ3Q z^B<{G{M{Po7m*h4iAUu92Y&wvd(sajf2GcUN|w31l4MYDf&@K^m55K!IlZUm;^Q0k zkPC;Hgng83&y&*DX&7Dqhr+or^WdoPZinWro9KwfEu z&)7Ck6Z?g!62V*D6SE}Ar1uGOc5s5+MArk8VkKa7j7%zQkx_TZarndzAEVT(ZItZQ zjPj}xlr}w#@(%dylo3DxH&7?YS%W*0o0&&!Q+ga?t`+lI(1pH++G@*N+o!aQ7klFE zHU8sx!XoFWhp+I3z>ES{8n+mmSbfixwk%) zDxv7=3O*L@2(?~OAj$SdIa|pnlUf<2Z*Qm$&}mIKAjkKN5(+f81Jo#YzC_A}wUJWb zL8N3a6(zO%Ky3l!x5$)eSyM4umSv8XjW)n+ZKGvL{*ofL5*VfHAPDHOO`-ta?RbbQredsT$Fx?xNN@)NaP$~Ba|x6&?aER zk7rY*BfapRh!hFtRRnaJxvJ)hgqt7JDx zMO*45bDOxfJ)0=Ezmtm_n#FVxT@YVo!-$tjKs-kQ^~Mix;&XXD=nL`1 zU%LXY?L_|;m@ZFirc3PnG#SslsvJ&{!PJMZ^h?uEm}T92pz6n=Bq?iT9T95a%HpPnTr+yF-Xkh;y^#~7*MQS52RHJ|xygT3^wzpyXxBp#YTNl*tr z{|dw&`hw0MQp9{L8Cs+S8DSeEBi<61toJqjc86T(;w{tykBky|AJ{y(b;KJeD>Ach zK$qD|QzM}vD7+5)0zdzTEaLbIGyzX{0Bzr6l!Z`wl!p4De(iMem<(0MrBsQ%ks|%q zC5hLmIB{=hk#FcAp6fZigYNQzQD!CrK{ruvpvI_1j@MND@)BbKqd)kSn86pTLXGm} zc$AEW8l{mXO1j2G$t`-A7TBp?EBZA0zV%hvPm!B@l)?_!{aOj~E64qR!nctph(|^C zkd^VxYWQU>;Jf&rXKU6=d=@o*@@vCM(M}CaVD`_$PQf{CJDC122wQPFgBAAzQ5RFY)EEY<>hq8DsTqkSqbqp~)zjAmz`p|MiHK@6de3heIK8ot(k%O~9S|K&#MrrBQBS z`-0d!5Zle7p0>!AE~Dn9$u%JNcWcrAk*^=zjhCwjfZU&fx}g@3^auD#JoHtpFMTWd zj=V4m-?2LcWl{o^IOo~x^P5f=qQw>)B(t}!f(^E?Kd%q9)W({LlH4Uh#@2|JeC6Zh zTVd*Eltmo!nZ;6;{&ApDR$+(rP^naV87*(J7={09l9|}}epdSAaj8(LrO;(0i~UFT zj9a0Bv5%M5<)L{Bu*i039Q~-fYX%Tc_>Ltv5PEWpO&)xUJd;qIeB;30qkD`@NwdhF z%Vs%1Ew)m`gwk`pcfu~pT3Vndu6e2>bQCU7LWFQ1V=VK48l~KzbeU5(U8d|wlXnhj z;^3Gn>)Izv7&Yf$J&Qbf^k?p9=0uD%WWPY~-J{x6!PLnLQCpWI6_ZooBe@&Il_9?Pi zlBC`gs2QOI*p(O~tDtN%uB3-!tih{@&Ef3V0;#u*+YOoNPrn}w{lY-}qXN_d>*>FJ zQzXaJBzf{%qFi9COC{pPX;rM$Zv-{w6KD~k9PyhfRd$8njC=catnKqEw0Jj zqe+mDK{4_Z_cp>~*}E@-DwbHZ_AGG3n zy0ov54n0MhR7{251v;zkBa_5qWSk6O-jh$$A2HTrVt5KZQ31akoR{yAxpv%BAnz@y z!XB>?x^Bn*k!zgn0&i~sC>4YdySB{RB>BE||_&V+q#LgJ{+6QM6W%N%E#%g(e>gBCNV-4 zJFQikoNSjWxfUhMkzMFxeXQ7LvB-G#2>IycKiq|8hx3hb^z=q3G>~%~JD((vU7@eO zN8W}S<;tRT>Bqk1e5rIfyEskKuck_yXDPCpearT)@$z`9McT5j&P1F#4=Oh3bunO@?e$17)KSvC-48(7UzotV?GH4v%PvyQ1x%~8UdL82X^Y77ebaRw^ zIvy$Yaz;w(Z;_JUK1v$)NRz?tsq)JyC`fB1$(K_Jvh--2IIM(%G_OVWhd>X;Jw4y` z#0O*V@nxUyh7b2;-|j-+$nhX|DAX3E$wa78UUf~C^U$oc&5ddxLZQ2BIVMF;K~LD|ae}y? zkCTAc&`pIxBf@>)VeGrRV(*67Xz~{BXA(Qd=g@;qp+}s=-grEFJ*ZLE+`-rS#me5W z7)fxZCeRyrvX9D3?)R)rzsejI@p+Per*r)TuD|LH{dr&LQC>oiI5>&>xQX&?LW0fv z{Db|(hSdpT;r_S-_cOv5#>(2Y+=E~(m-?d*a?e5fz*9@;S;#BLw^G~5l|_>OhZ?1t zE01kgao0Xje+Nrj`*60$TrDp`{CSXF>pBpq6 zk9%)!3Ixm>C^ayFCBOvA0f(3hM4%au_b;pLtmSLE=%Gh$nkkp3o-E{}pWpcFq{;@( zJP3H&P2Sqgqx6S?2YhbE8`|6U(+Q3|S`QqcV>e(X$V8+j@(!3yr9~e4tf03(8RxHl zr41TB6u2>u`CF+qTJuPM(L6v+SldU|p0_@*7+?|ifkdPM=ZLQZ>>wZ1B87o9RR9jq z61aS`U@g=HC~{tdR*E-h`^LfA8LERLyMaQa12X~g@o0uD49nBErX1O~L^ z4Z9tJ^jIxmB)kQ83UK^=K$G594p#L5rac?#h3Ua6KsAPD0rF@Ml&AsMLdSc$L!;1< zH|8D#s{Y+a{f7H#z$Ab59~q!Kq2PG&innx!8}$1LgWf3sB}+HnRyv+HA_M0e&7<}u z_62JSkiM>e0ILJOJDK^FyvMq%aHvO&i%jmyTW@oEY0wlOy_3yfoofba5o3@#ZU;gG zyrMjFYs2IDyMYs(VNF)(_>ylxsJ=t3f}BFy0Z-@%#J~W|W-Vf+N2v(x;0kiCXrOMJ z7^LAffERK-?|e}1*ke0j3Z2RU@x$*b0Zo~M#9-U5{JS=Om{N>60zW9b6Iv5p|vcnF;9Rj|IphCkT=HOa&^qWyJaxj@ZSfVZ&T=55WM(BH8B-sgGSJ21INT=y)H zig_USzYtF$nv)JEs4fasn8vV*Q3@!MLguQ0Hbk~yJB z$P3ik7GDFFu|2^>&(CyI=lkw@E!b1D03GYn(@)Ph2I`RC@R9vM2|2F_Yiz;V`UAOf zY(dNj|857QidgyD5qK3o{PbiWefG>%`|Nku>=B;Yzm<>Pf}Uc0;UMj917!&Ci_Y12 zD}051I)-stwz1N10As@UpCC{FM?Uj8yQr(WZgADTJ>4}8NZ6TBZ*5f1SKaae9bV2G z&Bq#aOMBqm%&+`YVA<$zel8$4tgQ>SdBkT$#3v6>{#hP6vnkMhFCTT9>Z@6H`DvA{ z{y?k)^xf})+8;<|-D(EixY3~RGD9hVuWla)1QNg75l@atM0dY;)iWKsYo(#i>b1i~ z2fcGs+XkL`e29;p_W+jvCP>fsz_wR|H8XIPW37SlkPp6i_R|M`_(cE^ZSur#!8LtKJB6)ycoQ>8eK_db*ppChhQ5Tj(m>)1dMIx{|gSN}U_Q zS{r)~0>*O|Xiv?;K#+jcG{wi0$dx0=nVSan)$R7Y`S>1iJm_*>`T3}Q5r2&y9jM9V zjcXqa8XFFD20uK2pPwd&#dbyK-GMkFQ^;MrvEj$gK(e;G=}%ML^;KUFJ?!nJ*? zUH8@TK)_R%1nO>ckRCZrJ{eBlK-Z)2>6-b0)d3M3QE?!LcP@KnU7wy@z~JrY>3~alg}0t-&u&)cFgqy5;WIceK{X6vUVH_5|Lv@^OIXY!svg zZU$-F_6BtWqIUuP>Yca#8f6I5@ox;;We#&E#~mg9&f;UI$&+7^mB=8(jq#>o!#B%-F6ILIdBsf| zgnMc-Z@8}29BP!^e%iZvfM)(9P+NC5XjpD?$HZXWN)CN?8G4Yr#3tigbK)IjE7A_i zmZ-h1ns>UpepwBj(j0Fc8? zE|%;Xppn1<7wv~KhkT^?S~@pM+s zSbHENK3@b`&T%thJhU(Q*Oh$a%X&khV;cg5vOn<(lyF)clv~7EcVc4}^KvCN-Xlc> zDiA(5ASaP2{JR&jv5A+?=8f|SmHl-@e4xG^WzekcplnGZZqNYAt=eAb*$22O z*Q`q}3=LpBWJ@`GeGD~?8h05TUt)gooY$Z%b7TI`(6yrT@t0lHH_=tU4e-!e*S+-Z zARpb^%va+Q{dBy4fEGL(sG)_3b-Q5AL*4X5PhH3*C-J{eNEhr{4qwiU&7Z!(kND1( z>pbLo^Y|Rf^)_-n6Lz)cM5pz>dMesaujLQWscwN<_?I9ZL(lYnSg@`mhi*a#2l@aL zcE@h$b4PbY>v?dKemygGb1{_*bolPz2!%Us^x|)dXK7 zHa7#Atk?%iq`CBJnaQ2lquG{z+BO;(=1y$0uAlzm0SufTsOmuA!z<}?H_>G@NKp8Lq$^b`X5yzvUrFaD` z%IQ)e`a6*G4#3YdK`#&v1;km4t0p+QtNS2Nop0x(`_y0OLC4Y-Dzh%c#am+NtAW@Z zg^x{!mS6_^h1tMN=b*Ql#N1T&0+Z?=95b!F`5hD}D0 z7sp}y>F9O=Js>(hycPKE0pQEnVR8&`;L1HTBGg&qa=7V>toWh5mj;CT>J4D_?}?rA z=&wr^AiqlN^Z+{UO3w4dmfldxc>xPXN2B;Iy*GZ}6aTy6rVpxnXzdf8`V%nXxFP;p zr#L>mj#`xkxGQ6wXi8mbLm$zBzO5s$U_NKIqu=Kmx$&b}&C&C4>J~C-EZ?)%(dc14 zIvBX-Pim9cbL?#{Lcw^9zU8{R#`cE(!rfbUil3GSCi|Hh6vCLEtpCX>YQk>(DUvl? z&`m6QW$kl~(Ec1_Uv?M>unm+IK-fFx2+`Wmb#y}_Io^+yfhuKofe_tp*InN&>!mAx zfvTsBhpx2o(pAvqCHD=`b~6oHA0K;(P6p$R4DKz`-ehwC~1PF(%Q z9PVMG>rim8mcINghTk7J$lk9O^^Vw^><9dx9Cnk~8G|nJkD&(}kKWNqN5o2n5{(Q* z=GF?)iqN9et`5~f6(}O0I7lpw{}qMGJB?C2z z2ecHI8iwdM=3#=GQl7GkhlcRQ#uPO>yfyDyUk!sEbm=+z&;vnQ0jk99&cN`GLEFaO z(4E@;kbKs?2($==$?5j^HaT|hWoNwrePBBM*zum8+GV@9wrTILw)k~hYQh|1;MFR6 zJp60rarWBy!F0p=k%r$BD*1>Nwa} zgJS)(_yd34n-xkfZ}#={k`+d=UV5*V`HBCM#93*4rZ`j%%tPp6DRtErSw6>MuD^R0rYj=jN6&sq4Rz8iSEpU zf^^ZNAiV?q-X`?$np}DIB{`WGXaF_JIPzKoVkECMB&QY24Sf!_^qbUKD>-)8T}7RB z?jsj%QpsH}75CKhFTC})qR@ZD7_|90`Y-ym)-L$@VEU8^^uy$)JhSN6XL3)2ycRQ# zd^e2xN=@+gCk~Pr2`L)Tv zm7qph>7zM-yML|}sE?qG{LKDYb{Vw%Eb1~oQ}kP~hN9EW*m_MdViTQS=hI3NH>8ZK z#*cMX|1)k{w7jQ=KuecA%U9PX_-lV?R`zZ-=-BS8hrP=H_TSC(LZiqY)JjEH70F$I zJrZO4AwTbO(G`tcwb4U2J?sSi

    i`N4`FF%1@{C577QE19cWXZ;^LUS<)YUrgvUI z?Hd1udn@!jtC0iDbpm_*1!r8ec!;acVUM-c4;tQe-ueQ{mP3R5)w3jYayOv7y=c(F zo!B32f+m%EvX=Un@}52OXYLU&<}Ks~a@00N^A`xw%}7ka5Pb~QO_v%WT9$afNiJAy zpoeYXuG24g=)rB?y1Ee50gHn49DVe8bY;!kdFg$&lAprHu$LiE_ntz2o(8oE_6#Rq zx0nmnK@&%H%+p2Jo$a9`PdRh%#Z^1`yX#g@Pt6+ZqeiG}qKL(Q_~M1e)KzbM0v{O7 zcui-p_rgE!Fy3g!tvnIhic#DXqQ@IU++JiJ3(1oc7qUm)$9nn2>lyCu{k^sT+=bt;m#w*(>s$kXK7WnAmTQiL8MpdNe4 zI>bO-@-p%esU1b#V9X)ssUcUf@fG&!*Xe)A>C>K3CqMMlNOD?9Vx$&%xcVtqb%6?G zK7MKQtGC{L=c5&%@jA}^xUwyRbkazJK4=)MrLb95_OvZBu?NI2lS@;>9jF&&(RCTt z_YDf9Vs2U$>fE^IUYe(mkG8k*)7DM>_2RJr-B+Dn$UvXo7ODz-{B9{?xIVS01#!oE z$26rcY(Vc>o8GFBpKhfe>{mQMZzKe2IFv~B?-;b<7IIo4?$>qvv%j4ifUdAfCF0iI ziQZ>4d*+AG1-4{QMqM}5!aj?c?`m=&Ix9J!{U|p3om{n=xd&80R~69_pMgJd|Drs; zvD!^z*+>7{)KkMIc{eUXe zRL1ON=Ljum7aiK9hpztFS&b!JwBrUht+U^QJ&d;oH4V@aGoTzwVV>o%Pdn_0y&dtH z?FMR1KWOHH=?4Q@18Y3sN)O+Qd#iW4sBN7d?Dd>=(3`$`_5yvzM-N@YzBMH%K+p9u z=x-~y$C!mRlhZZ|v@l(W1@v=>^XDVKas0U}<2vHE?ddme8uX9a+*66*9v$nOJ(~Vx z-=DNPaYn}3!aTOQ>aZT}YT4$g_ldbp&;YKO?O|cLTpbV7eBRi(Tf{hbW<63y_1=J(gklV)!A3y`uXXiPS7?khqiHWkiITT zK3>i}NcJTcu=mRI+`lE4w!hAvlb9Mye(4qLqGMjU=o^c>mL+~he(=^~3guNRKmG3D zua12Jpb-kvtJ%0m>5CsOfx0@Kdk}ZnN77e#JS3k|D?RBo{!eO@IU#l?r>=Q`71RM% z;DFd7HppMYa*li1nFc@0%{dWf;5CRKHr8WPf5z+C#X6pue@9rqLjZ>{5)nb%$Z^xijM|`!P-gzYj;kkWj=I zaY6*CgE%0zhz)WBU73*xBn%P6#(HcTPY$@Y-#V}VevD7V!HN6UG5+4Qx05G({>YR6 zex8MT+L>0&vR)&c^@Jh+{d_B8+bR#OV>vO--<$IV)@uBbli0F*Np5%B9L$- z3<*Vi5hp~DI*0>ei`XDHn2Q;Su+9k)#KwATYUN~SdNJ8L_W%96cW!p3T_^ti@2ZoN z`dX~N+skz$kZ>dn2}OJnCq$4shy!Aa*dRBUj~R(T!Vp1htjDGhe5uo1>zIGg5jO{$#TL z&CGiCA`wV95{85#zR2I7@5e6a&Br>fE$7=HH?V^l`PVr-Vh%lj%;B$p^SQH~>9UJ; zyni;Y?~L>D$2fJElLPYa=Xag8eD?m|^_LxAtz)+SO&IGxAM<%9JJZ-6*7N?eIhdLE z*FM(YJ8_-Acdf#XcBai@J@?3z$KSTq`tdjB9gc({p@=W?_t$a+eH(xDD`w8$i$oy*eB77x5;N9W=XsLxGIs1H z^zi2O*0CKJ+ZM4wZlF6e5@FRLB8ZLk*p!()PCmzs>!C(a`*u9eI2+`{M}i$QZagD7 z_T`Tpn{oDBhtGd#XPx7}*Y^N^>)JNs)^nYH?c=qK8*d=>Kk&76ym0&`3<*Vi5hp~D zI*0>ei`XDH@FO!4Vf80O5F6_;duKb-dVlL!C;6Qj*^5LV;Yb(~iufWP1bpZag9*K7y0|+e5S@;7?p9lFXC=z z+H*4F#%oLOU3i~$yl~d{&(`Wd-OTi3FL;u%%*b9O0{Q1-=b@+T816L3XAy)vP((7kfA%g497A5L?6sxk22RkqB%2AcELf zk4@LP5Av~9ov@y=!vr}H7c1d!fK(g?au0Ot$rs*!3`E8C zG!UsY-ck*8BKRbaTwmlZ+`v|@0MY3V1bBKS;ABP3(g8T{BIqsLazP!!r!$ZDw=7_m zH9TT}G>=(wK97;Qz-o4^0`da{?JMn7 zsj2efbBYA>sQ!Vp1nGM%M!avBd26XzmI4d1@W_AI6_Xr5UrRRdxe}P~3ZPP}O>&iM z31CnV>O5sC6(WrFnakCy>Kanc_M)?w&g9zr)V(-GPO;3Ef8fo^mC%$#Fr z2?U!*{!@X{T}MxSTzK1ZXU4^DmD=;@ep{1FXbnXNQW-c>)mO>#K68>dM#amO%dzsI zLyRozX_0F{RvWmQ#q}BxFLX0*D$s~Az)6P#3m$^5Sl=8Zjq8v840HmR)Pq;RLq7pc zdjs^~C2+Khak6E2tT+H0SrGu#0_p%y^dAmfs4sAjQjxq_99@JWZbyNRnt@5g1DUvG z79S_GJi#YD?*I!)0BXAr7$^2B#yY#9yG6i6N-&o(z_p4y#7h2Vz%YQuCZXdCzXF*6 zGSU|KM)uyo5_r2MFP&4#T}c@{|a;o_`^VK zQIc!k+JqhPkB&2exJ&>-H5T}6?KJ6skhj9NNtGs}QzZMBB&q*ALGo{j6VGum5`369 zb6;f+Yk|PbMn~vvBmQ#_SWE6;Y=Bfn+>t^3(xl(rR9OI}#=CwgvY59JpNvY71x4fJ z;yjCFs>+n2N8Url~bQhLyDH1(1Sz6~z zl5^n+a>g!Rl5)mMsG~)q1`zxBU_X3p7Cv#AoUxz^F;tE90+~v0MVtZSSu+iI2(&!) zawW25yxSFZmD0$kJ%DIKBa@jE@b#Uq5yv?pk1DU^EAjX&k@6 zXKMj%d5kTuCPL=})M?E}s9zkDq|?+yDH#FWA8MZ($9T)|u2|{OE=G3E!q4!N?yM=e z1o@&M6f!{HIu{|{O0hl%Vts9z6dIN$1-|gM=EW)U==UVCCGP|tijzmPf#=&<?nIy3@6J$sAIJw_9 zMml%3h%I>|q=Q*b;L|yN0pdgaoW+LETv->eqo43sYd(9E4E0M`sw{t(BDtYPc@AW9 z@C9I~b>rp08X)x>W8@d|$_yx<3PXFc@+mqu0yDzz*R$s2;pmeXwZZ55);CLZEwjW{ zGm8;l@`M`YGC4mlv>6k4yK!--QSw)U(xpO*ELf5xAAe1dLe6pWqIZlm04D7H9BAkE zKj%Avv5VpVw}%43V(jtcxk9XAZh!3mjoLIiRTd6Rk$F)6?EWL{X>8u1b3O4ArlriSSN%zUI zGS~yi>0>B7o-!AxUnT?L99k7>0UM)yp+;Q=3cRBU5MAJj{w2+F7}>*dVdNEX#XZ2Y z&KHA{0y`9f_9;h~7+JEzB9C8~4m+7QY*z|NlOCp2 zF*>J6E3YIeH7Y^MB*w|x8!D}H^g?^W2ED4vvi`C#{}W8?}1nWl?w&F`O`k= z9E?C9Pe3_w%_t{+PLoBS$vwMLAe=#DBI~x?RT}dx6xEW4d6M6yooBadLfmlkBJp zorPDroXnRli)W=tMDaA4QYTej)k>D-YoSJg4(%s@dWHx1M-(|_GwWZ8e-kgA7E{BP z0ySM_lA9Zem0eH_9ReCyFi!S+qQgA+$QrZ!4h_(_RBG08;MtS#6LRJfbQh1W-tPw` z5Bamqq&PWr915Vv&@<(Wk-&=3o+)u+f|h9(xf?(4!~Bnp1dhn(AwJ`?&^vr(T|nCI zBrunYz*g_kE3~)Bgt=yUieD`F0+rBPzJCu~?*loD&xgnyj`w~h)`4UGoSomjPZpfxQ)3eFTUm8=p(dWz-)F<-E&evvX z)zU0Y7V$lPQqTj)ttXH_j+d~`iq<})ewzG7Pvo~HSy~oNlJey9A;W<0_l=jJZ?PiK zEIIII^;XQi9JzPcWFWrvp?D|{)US$B48YWL09kJv03?{cu*y*&=ib!h4%GKH)UkHh zwKH|rncCq(o~)E0S$(0Y8WJbjd2@TMZZXo1JYwGmJ9MEpO^KGNGoVix6fOORM$2H} zu+`}Yv*e8zagCD$&e+5+M$*?=WInb$*b;iIQ9zM_+MXj$XA_$N-GSfw8>Q-9`ZuoK z2AFTP63`iaiIUw#qh#EyNNJNEDT7}`$}IF)H6F^4J<)Pmqh(j&Xo<-eEuBhOsRE*< zg+xo6b*b|6!xX8vG+D+uC5iVysD`L1e?-SaPZ1{%fdhx$w@B|iW_fP`61jpk(^L0# zg|@*FIsrbP4*?=M%_xuVL`j`XQPTcY6x2CUl5{^xd_F|U38+!Rzw<`=(aGYHoFG%% z#Yq~JIuVWNoh(LqyA~*ZIPm;gmiz@2d1oJ^l=5RND>cewC=?@8#J?x&`j8;!uu1#J7WqIP{_aD6 zSq+=z2O4ZcZTm>BddC>#iuc6$9&&OxHM2XpG<)e3sjxL!_Sa34Rb7Fr(kH#Y1H7Jk z6E+5Vx9P+w@#0NQn1lZfa^#bmUA7B-TTf~m^k`EWq)R2JAKF9rF(5TXKKzs7OjJgdQ>uxp6?>lV~NRR=m*KKdx_gJH=s-6-&f;JvYg+A zQ9oO7JnINCyO8*yCohJS$EWi`!O-LYy>iJ^>F}6-nYz+DFh*8$ty|=h&gk)voXj2Q zdbTGoVAxZ|NN6A^JQAWo`$=3KNxw?l~rxwQ$zr*U&|B;thIZ#)N zFuooA1D|V))9+VezKDBeqwK4~T&o$SZcUEs0Nuq8e{V_LwTFJ>Otd`uBUK!I)XJA0!PD+wh^1>zj2 z{Y!j1du{3zQmrm^hMe>qpYO}{Hnih6mAXaPdHvgPFk$!$1hD9UQ3l3BU5C3xn!ve9mOAw5@g)tI2k!6 zRxTa0$jY_Q5nMLO=sHm7q#LCPHnwFRv+#kE%=105Z*zv+kvCn+u1S;WP!im!NdLDX zSq3*qklf!aa^wLyuo=Dai$AF=b{{p0aBk1tP@R$&w)5|b*#9HroM8QS*x($LrG23< zy@3syLyd9<+5$W77kqE_XYS8AG)~qs$G&x-IbeU9at6PThQgwNQBJZiKM@%%_VLm3 z%dKdcmI+FWr>W2|vbXk6k>LfCW#+v^sdO+wE_WbrFN>9Xzf*h5LAkdNN*Qv?CVOaF zvyo%6vPUB}to_|7{OMYG_ESe=q~1phb=!iisOM(vG76dw@@TV8%pd#S!KYqz<=%xG z-v#5_!=c4mmM*~q(`85fbXl+q`i_cLN`X`vMNT!ZgSug;Me4mGHfGQ-xB3|I<(kI>^H%;wJ&cP>V())$xM7P|-h%XMs49A0V5Sv-?%gn?V;*lNd z2z)g!fA2*s%x}njl;O#;a9yI@C=xHHM#W0&xEMKJJ4OZ%w8(HzXku1C(?<@;RUP^b z)_)RRd?T-V5nFr8QA421%MHCw$;GL1h&^fDPDyfcOoC)#AM^DV^mb$DnfIFIBE5Rs z2>Ou`?9~G4H_&fwU-o`M?9~SFIfPy#Z_+S ziIL*ONi-Ctd7Pk)i-X1kIt;@iqxdd^=3^tdCx3nd1A>h~S$pS;}HFp|@-??)4H z2tCR*u5n|DQEn5zEwOXcu4xkT3X0K2=wKOj>SyQ_6Jum6_a4TOpL_<&7ie6JYsU65XpoVOaEO)WvsRDt-$SDw;uwPb&_hJ3J|-#5s^Uj8(6 zPUMhoE1@b`ijS^fzp$S5@LdAEby@oPwOeB4WE-f|*ei^AMC_lZo>6lO5@Uy1(-dmW zR{Z|h2721{jLZ1#Dx2jllp#IYZ#>|%IfbDPB5u|aBh|`4uR^|_KrHvZ885CQ;^p~@IEk+kD=v{1`5H`) zB@X6vhEnB9w6tFtEfZ!#Q^)6YD3kXkKt+^hmaEX?%t@!$ZAyJ2H{56+En}cWDfBu@ z=46eQS=L_e3N`CEzL12Tk!@+@>eJjW_yd^>g-Po)S<#ey3N=dL$pk1-<0KNwj)~m2 z=>HABxlJD6_nwLDuVSz{@+pBmEn}W$jN(_Z5!5J~pxvqNmoA@+rpv4aX_EO?s$6)R zLj6jX4a>N9#yzB^MWDo8M||U7`RK(xxfusqwUOchnQ(atgWREM9_;?ON*2@hGTN2RiwB^L`vNbX>uYkRop)(%k&;e zQsPm9Sk-^*t?%CBW)0o#J;;Gs`_LeK?U1u@& z1Z>9o3y~+bmt{|VE>3nsEqr85j5v+5h%>QO$N+s*b97ET-KtIgpe{UW!k(@z_s_U~ z8?ODRL8^>Bo-EzECQ0#;iBe@=f^1n6FB?oyz3hyYGT7JwUs=-uy->^ckmp>48Qw-fZGAf_oB&{)ZZ+oTHn5$mOn0$9ibDp5A(UkDutfvO6uqgp@p@_78RTfmffyuVaFAQr6AN+XZ}q~jKl2yY}O#}(@` zR&HoGfC`(+0DEl?Lpp*JbkhB2lC=Z^$Vb`jx`_8mOZeiNu{^n2hU zz=Jjc9r*G+KyTIt2G#%w{tBS#K!mOE{>W;;#CRlr!NOp*Ooggq1n`G%20dONSQ`Or zNOb{%+?DUz2WzDxKvGNiYRp7vJVyEJZs5!_7Y6FElpxJM$DlV;44T6>SUUl~o6nql z_5n)*(l_TIaJ&>~OfCRb<8l3JcY$j0xV6?j#kXSLuprSwU4)59|sar3}_y)`0bUi7F`mc;ZSO{_6XMF_*oLL znywA-r&d6~fvx;ZoZQ5Bk8}p!0>ouMGPqV>{a&9p5XbYzTn{K)cw=racRwxPF;MFP zWA-ou>(BLPY*uEhtZjg7aefwjJqZ7AgIw<`ci1yLHxNkHw}P1NjTGW|BM_EO2RwCRl(()3^3f*1 zDL+o|(<8jazD#HUP_#fj8yuvqpf0+w2?$e8s439<3~bie$XmmKdH5sMH+9wW4Z7>s z?#_C5jfW#d&Ct*52BAk*@}44$$q3gMjuKG<`nM zl}o@@i0AXzp_?7_K1Io|VarhL7@Fp$ze4f!M>!82(9TPT zX7|xvJAHNKL8w;N1nQu5P`~hY=be4<*~7d6n|S{JXnPCbs!x*>| z5+LqIaCZsr+PDUH2yWRH*Tx!mcWqq%XVZVxt$WY;zCL}(P1UHiviDwd%{k_4ri6nq_E!mR=R8i|m87Pc9%}(B~W(MV#mQ zAJ~2*zI}k)a5f9R&ive}4V>J8oJEZKMqGMB&OA?kTwNAeCBEKbSfDm59Ha+%OZ>87 z!8#{zh|X9;Y+^p{<5vZUa}&|`TdU5?xN5B_u9|I|oBAF0&{4#Uc^iH8(NTXL3=NV~ zO0d=>-u}QY%~{Fg`GNRx-Eih?j1>aL9F)N39w1Nfr9wYk^lTY-9dXlBXE1M_%loSH zKtHW|(qEI>1gc%xV5q2wp<(0#Vu+O<>lSmFAN}lt{$dZug2ckv&?y=BxoUf8A)J?Z zs)Tu~$(Zxq+F9J;aG%^tFqaSO6)@dCa9?wF55M z58(JVf*1Gf&XNL&gz<^hb`@an$_1dg`KUu6ix6yPn$Wp=}sLn?InrvISPW znHa(xbVlbN8}Zh4Z0#dh+dWhOY zlaI-J%gM33^%l}bOqZ~20>IF{^4L`~~ zyZUH7V0v>``Dy#2yp?@Vpk6BjeH?RFu`e|NJ~fe8vYdIc!UwIkmkE6|XO0`~1pbGQ z=H;`ZWr$Pc@K)SsIls$DJXyr&Yv=oF)djrq-RQ6GZ-94}2vUau=$3Icz|UGSuCd*i zKX>4x$TDYYt}e`RPJc~z9_a0h0P2%K4PF?e--ZV3sQw{(6gzEAY%`Jn2BSNNI>cS{ zyyqP?lPh#eOMwHm-S}jr(D!n*Hv3ybk~`Ky>w4LA8jSRda%Bq_9@}7`D+DeudjjX@jO@u6<{1CLe#i7 zL?>ZeH!?AvjO3{wP$tlaXP41UGL!;GvDIzlE&5}#0-6u%+R>Lib)(5!>y7c#bx8r* z1bbb8ZEvQZCll%KMW{S(Qsdqwryz10xbaoy`VU~sslauiL74>=#3bZ8=U0G32S6Xt z5jug=&{G)gLbVq(0>jcn2XW3-hjnt-Qow?P7Ioy!;&5Z4wG|2Y4`XU``=kuljzJ)3)JQ>X@`Px+|jP=G!-%s8 zlrEF01?SW6_1Fr!e{EzQOhDER)O%UF>B6T@>Xpe&2S0b$KF>V0aTQ-}KQ%z70_8n| zO%*B2oHWHxIzjK?jDNXuod@w2DT1uw|1CXOcaS5SUv|?uIX$#SUr&9y-&+s9_tP_< zgS2iqv|8y{AJEoLY~@`ue1UptZ)<9NZfBZm>a%3+Z#A>C=l+!#MhDd^(ZKp z7<2ix_#E>wDgnwKGc-qa-E`4Bcg>K;Qy=8>);@*&)P72k?k3LlrQLqxu;taXzn8wB z;Cc(SR5bmK!dKD33_k057$5$^Is=M_R~bUJF_axa&~7+wKT-EUt(0*#w5m3qH`RK3HT0w1qe^x;s4`*T<8}Xk5z4huzY7+XHf}BL}$;Y97 z;B&WKz4hXK;_VIK*yr$7`m&FHbYgxA7U5d-vCOMCGzjQ>An@wpLpql7}I6*t{v1_O{fF>aWR1^{ILUk$B6VXkfGN})}hlFYv zk^&{l*yf=+gwGc@3f1FKqcnHmJNh!M9Q_0S{9t^DHtdQ&GY8Jshz)P3jejtHsAw9Z z<2&fO3+J9tqxgJ-7HPPfMmwmXsokM78At9M=c_~W_^bE60IdQYT$!!3=K&2N z`REmKtWx5d#DB0JF5wLIa7J)S^_-v-9c{+{qCpPZv^QaYP|MN z#MdRvG4odg+w4V5*g&k=aD~q=vDRXKvk@c8#L*tqG%L`#cL4fD=NqB@xCOOGlZ`$) zg!(pUt)F_&_t)>#FnJyVA@?KiKw)}i7j-WEYg?hWder!}m*pF$VwGMNEra)KM*6 zyXur@PU;IyOZN2cTK<`bhCof}#(E-p9=blonz0JDPrQFdzPy1=-^Z3`;nyFKjM(;i z?An8vRT97N<`b%S-JmS$No++&)v?27Q1tZg7^-&IWTiQLA|G4$_imgQ3h| z?hdiHLrkj8`uZ*T?#hfOc<4DtZyj<9Dh+4@R?ne+#5az$p;q#N9%KM|BR)G#WY1^{?azSbU>18%i0gFx zNZRX&S)KH^ijKPdx-%53(2YV3R;;=wG@(BFc0P5*VCd)Y=TvOFw+k`5KXGpiYv;+V zH>W{Sf_$LuSKOm0Hqr|l>BpLF88+Oo8T2URi~Gx|?+nEF-^rQyU=!rnDe@>jxh|TT zv}u4ga|zV+CTtPinz-%@^-XnWYBV?M6Mt$(>PIWh%Srm)kX&oeab6wbcwO>s17dJ( z=7jpD))P;AdRHCU zz)kyvd+6KpUMluJTI3Yei(jD@VgG5;{Xjj{B3LI?A|Cz$1tNC1s5H zvsr76bk`cKJT?1JZ?%K|>Pbs#%j?1F^E5<l&GQY8=@@+HqQ&h*&dw(Fgsr0J&P+B@s~&%M;e;-*c0_s}PIpvA&x_Y@7* zOjDt<#E-0dW6mvzlO3r^x>38){!*l8_ud+Uz6SI8p0=#Vsi&^i4$;C}@kd+Ms>Hx) z`>Eq|glazWMMxCXTDx5JYTrAZ@fZ zSle}DO&QJ_?gIOItU>$aW?jYHU#Vp7Y)&o6Jn(u&4n}^;G(NaK~4DBU9;5l(!p=NsiA!} zxU!#C`QfL}p+jvu3wmqTFLnA+Lwd63OHDnNHa2}GKCuR^jm{erQ~y_LltYLS zRQ@@hU+b&WBYV@5me#&3_b)=c`;yvMKW&-~Kflx~8xopAc}>;3A;e01sf>;1B! zo$u|e?U?CT1d=xWJN?k!G`V@&jkhfGP_%p6wYPcHrhlcpezs>FKl1K z5l2K22c#78_j5jjaW<)zcHbYuvHDor+QbdoeevGft}SEz-|gZ%{rfYEwSTv;6EpI!{VaOf z-gG6w+Fls#4MKd8f3C+9^y|z!Yda2HUkdsA{<&SVHznM$Uh}X0@}j+mKlLZH^`E!d zkv4n$Z1X?sLnD44bKBa7e?I1USL{u}e^{^m`>{Sl&jF|Y{aBNEW0u=|>vv(yksvlm znCZr8d(+$L|NfdxTvKu8&+pLBLL>|sg!m%=d@K&ckg%UI#LV>(NI3HA?T#cr9Qj#S zou<9CZQFykuQs;YcPZMoMQo5;=+2CUTXl#CVq-lwwP20&b@Wev<#)e6wnSoo+qP-f zUIex{{(joc=|f^{y$06)MKIp9na@*K?M=gOSo`?*`mTP--qhEUcH=qAd@oGHHQP7l z@9EFA<*(a9uAAhMkJhoCM%QU;=Z9!}<2P&Dji8! z^pyPEv!>Ms!uZ`F#25MJ?KC2nB&JI{ThBnh3RX(H_TG}mH~g#t7BaqH8*4Cisl(4Y z{xofwkq9Il`SrFRQPVXonReqocgNnex&tvNB7!&|r4U=h2Dydpn~`v<4TzRM%qKpcKc1jd#GwC6NXtZTqGfUg{W4aA}< zuz<3_zJW+u-!ghCt67EtzZuDKIrJz^fq+)z|13a(AHR!|u!d36e-yBz5@vA$2C@m5 zkRNb2o0o>4Z~uN%mbcgglbd}mR`%A8l~eblW&NQjxyqyQ$AIs)$P1i46Of|AKpD0h zWXmywthx-$;hRC`7vqh%P@{BclOhjyLwj&PN!&*#O6NlHQu<-E+|6r|!u0Xv4#qbL zxK$rudq8B~0DZda!dtvup;X{;{WCmXUXsrz&rFu7xsqkw`$T!(FJ6kwkCry|EwZDZ zS+)WT8kZTWiR(ZWj`7x3U<|L80u5XO{9*+Vrf}fc8%=WiB<=FO1?cs@dB7+~0rBAx z_EuS=BpWd3OH0vFW3z1J(e@Yv5NWRIw;0{?n10!@&`khU$O`mf@#iR63~c_{1|I8g z156$0gyl4_hILR4Or+01dqy!HAEfX(;N#Ii2ln!){50r6xSw$_@MB=_znzSe3SqHw zV^oZ6WIU_fqQtR`Mb-qFC6@7=+zbT=ZDn-^Hq-&g4KR$A-GERJ2fkp{6_AYXJpO-| z?_Tg&zkh4s8;B#62ptP1$?YZyGVeVQfM&d{nm1qPVXoUffMO)rEPI~;JwQ)KCIihv z4?pOaC;fWH{Z91*PK1rT`wZmcHSp*cK%`y)jeQQh^)YaV_OWu{RW?*}JfYmWSqkxEX zMbDW>b1(YR1saPTytTY%4U6m@VV3tmi$3oI7Rz_jyr5s{$vmPLCyw`fpij=sW{w+YvSC}Ml7Ht7NxzGGosGTBJ zfL+ZAO_r~zNm9u(QJNHsmoM95qwxV}Y~RHBBcLkpho#8<+`RGmW0G82kci(Th{LitSzVsD#CM67AtNkO5$b|- z%+q7W(zv5ZI@dPIdSEIW9DtxTBX;oFaVH?><)KyK&AD6Z$IEKqYE34@O1I@PG7Cxw zn^jTb2MqD0RhMobhFEkFPWW#!nn-(j4lY38~`TJ5}mEO_AZXQsfxaN89c} z3(+}I-pz`WVU41J)Bz#<0SyYe3iZL?=!1zqRiZyFIhq^b(+aEzn?6RrPM%4Yn5M~6 z*OVyjOC`vpnenn>dz_SxcrJN-C^xHbZN!#9^OA0;^Mx6+~z@8?uBiwT{0SSdb;?|tyC z%22|5+yN~`hh)j$CrRGEND%*Y@se^lMsh;GQvIu0@{kiQ>^4dJB|r!nuRDGveHnXi z;wI8Ols6wEiEruaz+_p}Fi9de0+BMtLje^h%{^je!GUNwbkiaY+Y*DFC;89oOWQ$X*JQ)`)2Z>4d+e4L*jyFd$){P$c zWecE14e1Z|c20-TCw3M3)M6i-Y*4}{j ziyRnt88~M)U` zc*FMI^wHAY-6ChlnB~t0#GS1`tnkm`1MzQkytogrdd^1=1r9bG+f7cE=Vg$hlHf-c zDSDTAwl~X*L*zO7ofp5JPW*UxNR%~o6Qp9vco_%$x?k^D*^oa*Z01MFP~zN`j?m>n$k z^JC=nrfA7OGfKjrnq`?Iw&Q0M19e~Z83xJH+aPuQ4bX2Hq}BlF@(Mw#=M^K@D@M!q z#!=FTH?)7M3vC~EX6FfH5K4sHZKz>=jPeQy;YVP}`7fDdj|*e9KtBYnLhjPEl`m4J z%sMIdf1Z?r6(XhUIev2onguBNI#z>k zUoAm)bc>hD8-Rk7Qyl+{k)c2t&$f$_3Fx}OQ*^zVapONDfbMT-Xq5C_h#^5x9*l+7 z;Z~%?Ku2-%dZaXX5h;97bAC}D*K}@c{qaj16(|O zHgqR5&_B?~$_tEga)nW*YyqweZ22}YNo{PDd|N|3o=aBVN|T#z>y#&>R9ej=)|%l!vm7SXKF*Q7*ltUHtm> zd#IE6>|t*Fwh++!n^1v3^|dlNQTBNxNOIj6Y0%v)1Msg4GoWi247_z5^&ox~--{Zp z197-B|C84m6SMp#n&bfVXtf%qN(BBMa48wOMrfECCP@8)v2wPPMLLtis>G4^wgLUc z?!D&H?o9eNn_77x_1+5ZfxlngLGIm44MfiNhlZ?AnMTu3!`gV_5cM((X-G@Tt1+n!T zb74;`uShN2keIQbyt2(Gt)a!3%Q|Y+CZqJ(itX++N)sUF`Hw--0F6wy5~<=dB}Jw} zjS>(2OO4kFa<50MOlK{zE0TOt!z2rc=?kGE(9=L^6M?5A*MQevy#iecP~AEop_52Y z{KXbuT!@t7iIH+9DpD3fkuvsdq%=e~Er%1ci6@z>5hu%#&l$%fV)>1HtaVC2r&yLa zSQXo@Vw6avd^PA$pe=dfV3djVfYf7qTRR%1XAdYy&KqO{zI_3x`)TMj9G@BF`z!M4 zJ%j9fY7oPp&=5h3;tNH`8glG;q(E-sK_1$-M+ZRbYm`8$L(M_E1@Wyh+`BsWe8fGs z*EUKKZ2o!+e7O_UFW7qO0CIJhl^Vz*Z33XbBqr5K;#z167SDo)WU5i}63-0t_}yyS z#gA4)36cJSQCbX0l2Xu*bnBBKdS#Zf~&OM*5tQC9zmmCx76zv<0#rVVxQ zGh#8c41q)q1ZV@Tqgb%{KF_eu)RC9m4#Zy3rd*vV~~nadyGWamCwb= zs)ljWiP#?z9wWiWqNS}yN$HJdne@>lr5|HUrJ-3kV35Jf4KiV`LGGM3kn0Sx{W|ml zUeqprNwOU}fcTg3;&CcYW(eyh9kZ0duR7uPov@{f8KD@%1}|qNcVSa2 zN@8afhzZ}KWJcjAX+XWu<`QuA6O1VYTVl?eD-;vLoVSA>swXxb%(#eW0nGEJrK#cv zb47l&cm3$ zFRk%u))UpcVdtL=5|jZ-t6b2c6fueyk&ID@K;(i*$ATw6P%iJSza&|d=>lg#=O_U^-f_|@>SqeIl ztD_jxVkrCO;6KZVOW4zJi&5OpVpnyce%O>O2Urs%6-ksM_u^&o`Z)YPRtnCJmT}P* zi5?C`!A&SO(BoAbY8ztSrrS^#JvGW4;@*-x>}eEZT~DoW4-Fl{tETUEM%Y0U$l}! z-U*pQj9N}?-J2={p_L3LM<{suUTH+wys(KqTh&0fC`fMJ%Bv3iG1_YME)Tk zjih~{R*z#{xRG_nXlPM_SZ5R>W;_-4B63lOet^1%+&tz9G*QI(r@uoLlE}R|e!WUe zengy0pCWgEOOoO-3DRpzyxf2m@-_Q$HtV8g+Zl`eR?8w2b5S?4$Jc}!GW8nsf$yDw z66rYeKAW~*esaa#>3VTFlznP`oTh=OE z>q-3)Taesk2dz*^d=~#$=0Z*zKrVV7D}!gnN|}=};-Jye=n%fqlRRCCeT<3ZK-OGc zcNwGw`-0BUF<0N!*dW;)4Du4HyNBrR z2s&I!{qO~Q8AXm?#s4)=k>{tUh+{M8*r1wPIgxlu{EH2Vk(caC-X~V+SMv8QsExTt zDA$*cVqJ;2a$X??o1%?C=5Ap`s&rfgm197vtjm`w>!C)e@-$hBW=@92HBr7iqn54{ zC0^ytl6eb$K7yEoz1DHWo;nZ*+f#esCoS)6+)a^Bz1WM0 zOqNQolEmC5QJxfwlcW2hInpv@bC zon(N{5)9i0y9O!(PHj)|=dCf*WgXV(K;e-wyv9fqa^lBIhflNTE8(^7v4q zw1ygGe(N}ScoWJy){g1oS@WM}UGan3a2k6tJ*lyTeZIQXUiGm3me5IerIzjmWt2Bm zaO`h)cTbWr(3PdIo^5bCMp_XE>#t%TxvoW)uZQ-9HTZRMM#Bi!kxSTjoy>kD<1S4< zDQN|aH~(9I5tm*?!mHI9vyewkvS#)=Ws2&k_fvM;*^x>NF%D|Ntw zNyN!f_%-#)S!%;&NB%E0%Bn_gz_Hx4tuK&;9^P7izn>1D6sWU!9KPMf5UmabV;^u1 zo8N%{YzF?m2YB0FUQ#75AK6q1st`Wg2Bg3W zsm)rlw>AS3m9tNvwkaK?Uk?UpN8sC=fjn&nI`E+#u)mH#5ZeG_Xb!A`$I`=F`socG zv0u0;Kp!Rr>W#P{jVm9l$AEl)ECXB=2t*wpV3VG}dN}vs`tu6(7HX7_d0lin)F?fd zduX0pUYaKp@LI-}Ju{Hg6dn;T$e8K_!Qg(bjPo3j0HZUo6XXXF0dM}_!C0WIM{fe{<`MnbK#blpzIiox^Kd<=34o&*X?uTNps74& z-#rUZxZKb^6yb6HIzYYZLaBkA7qSA-9-Ju@gvHzYwfF|b!)>VzS z6!X1Pvk+a}n75NJ_tskPGTjVnXqv4n%1CY;jz+iwCbOd6s0H{GZ zAP0YNJj8J>wsWljkm8AfS`ipcJn)1cz$ymj<*mR#B358y%dtC8=HLyo6DZ1YU@BMm zY)v7?jec{SEt6v}ZYn%qDE3ov1%*hfUj0@4%Q|7Y= z?XSrWyw)B+q2FtBV;ebuSKN2e%Fb?@I@DbcP502ojBrmd{Gtehw`{$k-(a=pVZ3C8_#Zzxp_ttBVeD!;DfSR0x zwK6mkm$PtRE7S+wB+-^5*F|9OU$Of<$Pw&*J8+q2MP2pP8dr@5_R`7TQ>CG|jxFS? zqoBPBxEP?j?0I8&Vcz(=GembX|BINzJB-JW2RIavmF65j@PET>y)~Vimj)j4)>(CZ z)W-|zkw9oZTKlVu1ZaV#f!f(UNNYO;t2rL3pjyxujSo@RJ%|yC3t%2qxJSk1oi#Cc zS8a00NtaCoqJP3o7xSj&%^jh2y5y(3n+55)av{3=G;bHjzh~pyMTrmXfuODLi$5ac zLy1j5ir#wz=LJ%<{!K3pTjio-Tf1x0L@(WU)>~7de<@YoPn%@-*9bdo*eg&UMME7z zpVrftnWvx$x&nkAU(I(NpTIT@e*kZ{b=8Igf%kaw2I&1BS_?|1i{pKDUyQ%D?i!?d zo&{^yiP%FN(0b;x0`|TY9i7GI&y`2-#LVIxBY{{QIMhqaO>+ZwLp1_2NhYpZoj%{Uj*G-u` z)TtV8roZQ{)ff2cYODUs1?u&8foiHqJZT3M9Npc`3e*RGTSe^ZPdtqQB6SHVjqK%f z>)Vox;g_4~_r1cv&^XS+XSRzsu$Urh~2; z@cVAnuoK`%dujhB?M}d+?;wwmUC7)nE_!l}i`JUtrdbDhYN1}E?2T%|7pBbWAh}TmYV{vp+pV+jYIW9>qD2P4>Igs0kO)=!kiWL|? ze)yjGzBnsDt2zbh%N#*!Q!rQ^ZGZ@lBe$GIh#Rl%fWl$ZkC5}oRbXTms8QPPfd&a0 zp4c|t&@=dI&Uya&=0c!u*bjBq5Mnm*`an9UHMsr)*IDPxg*kL1Ud|_Hd2@bki;GT3 z=c*;Ex~p4JFTG{))^3G;^*|RtE!D?g+nox~`%pz?%uc+Ufxd}p4ey5Nws%l`5kE5^ zeaKU}(OFDMSFLVv)v>GGwZmpl%{;|hi~9QNg3SJU>t2AKq8&>{a_5K;JrDHnB=a+g zTu?A4Ie*J`)XZO_K z9=K|yT<$t_u7{os_13;a{WS>6uMNKuf6-yDa=^gJ%gY2XpZhyv6W>4ahI8iF^&9rgF&w$GC_o#G4%A#@ z$m#8Zb#mzteaZL^qz8hC-mSXM!+g)E$y>$iK?6iTCVBSO&;Ix=aKnroEiO=2bR||! z3f3x~(28UwkMVmCprL=#ue>dw9iZ>oIId`d&Ct#^?CB)FWa;Onj@^88Wh|5x)CsZU zplAWwU93B?0ZNzc{BC_WYAo)#n0qY@Mh`)>(*N1yYBUL!}pX;k*fn&E{ z;;(ZL1n9>*fqJ%Mum%K?OCMqzjJ+4*>fwP+Gma;&#Lu4S>I*)a;;+k#1Zw8I*xZRA z9Ul{{f9?p;3ykj@b8!VfJZ{w;MEKW&;G z|NP{yVNg=-1Xer=dZyQfL-h2P5Dg*L)S*7uhuq1`_{pc^FA;a+duzZEVA0gzm8iF4 z7EqHP@X&P^Jhj4cZ;k5>M0YN}MV+;@9dY$UZ;d~Pzh8$+=}vFWbr-w3g^yij-ub+1 zDt4a$g&FYYwNO!Hff{8b$C^;1L_&+Qya3b{K+wx&25SD5eEAl;d+n-a`w<@+cxqGN zultD&*;APh<~n39)DOhA64=zONkHr8k&)=Y4SO~quY@n-?$ra@QY@qk=&$5VUch8C(?fUbe!=Lz;M*wT^4%vT5O-kEyK4IN-358R1)*vMBtv(g{_ z-kG?Q;HGA1E$Tx{*So5>4xQ$wYd;3*+tti7KAwfPs@7r+(*&Cp?6(!`24p}>;#CW1 z?wVn5e3#1je=vr9BZ;vSs5_=WJ7ArwwZNp;kT=oE?dibs4?!K(AG)pY9;#5IOz7sP zKcMcJV1OEj{+yVBU2Vg^kKvctUjJBXyBKH&OdPR;&bxt0ql;Rf@ZBHOfKa2{h6duO zl^O-whmX0TVSv`=6>~TtrK<)+I_vrouDb1&yN1U?v*zcc9UeoM0Mt0;8WeBnWeRh& zjW*{W#GfLWGwzjQ;D7osXCHdo3N_4n=(X;Vudh;9q*7<|-C4d%$J~6%f2;J z_JfuUKgcqgSc)EMBc(^76Fxfz4ax~9NCqOyIUiaH3Z4p~dI4IL^w^+F{!m><|JM%) z)eiljmFN?yErLUJ4wMshJVUh>G#wUbQm*lTGiXsZxSMW}N~B$~h=e3IYi?WrKzVeOLcR-Ggt;c*YuLvYYmR5-zBimmcmxjXT>< zOFY9T1Ar^LLj^Vx8Zly>mF6$oOg)S}*FUDFsyxIJSFUqL=RiC_JWPhGR&)DEAx0TE`p8A9VB*s-Di+pl@5~JD}*v z&iPR6vN1OLJGMF*$`rp=p?V3*o*z|0wQFgPCp|UKOltG3eridEo-HU)S5yqrt!1IK zgf?QenVvSEUcu)|r9zlMkn3)31n?&xr#M$gkF;Lq_7O4Y2}hl&MXi*}Utf zU0D}6*?FslwoHfp)O}2VR`Utc1+l^E!dz!IQ_GXrkI}yl*v>5Ky{oh_;yZQyS9}IK zl=H-gSIDrup<13Cb{ZWvgl6Ut{@ymgO(UQKDje;h3)s^NNcGbbMT0bH9_x<6;`n*% zV7-tVDoN_be)pjq&WsNbhc*@U_sK(pJiWAh4JcOr@P&%SPam*H zwBS~to@v9L8hb>ylUeKA5g)2i7t{ZpNP5Qbh%sD8&ut#~s(XJw-9Oe}3pNha!8^#) z)O8!iv)-fDbge>-+7)V(9@w=bv8E$=tW9tAr6ym0Bv_B;q`q51>}WuYK=;q*LaWPM zRl|?R4@VEhsXt5O>*a{4$2>M`r`?qG~RmRfBlUgnSe+Z(+K#Fqy){A(AEd(;&_2)Y2{O?`$ zi=VT0c-BiB{|3d#3=a+M=?x96zZQ-R(q{q0e%5Ij(Pii6w1s}gV!KXU-vUi?D|10)gPg8sEb=6Sf#MO@;TBNa#1E%JG?sYXl=WgJe7Y#U{Tv^kNZdHZXWyY8ngKOflh1BC z!_HINH1gJDs8OcX@Yh{7foguqn*TF``K7-WFBGI7iR%ZURsEBAvw*#r8|dRs9w=?dOBr6 zSzAvfZVpAqy@;K5pU`pl=pX6YXR_fh-2DHA1zas{XS$X<8?b`^97>QUyPavYV^*&D z*Y+}%u`^Y$wYF#GUjO=i`KPv~3T|2W{ubZ=``?_fwKJWWW^F$VNW&n+7jZ-c`Oo_~ zCWoErw1>5we}A8v^kv-7zWn$1sFKajgCl>v zPkWflp#0Xk45v@O-mhX`ZB2J>S;zQm<2!C|XNp_;b6)9J1d=xW>-5IflHD&hOBvZdYpJ}7Eus(CZ*`qwCvohhMm+O;>Qke#V# zjJ3T|*o-Y=gZ$5NsLpF!)5=+CH-E=I+nS8$)2==DB6g;fvuUTFF~#jnzd!xi-oNCD zh7WB`QH|2B@4J}WUe(jC@Ab$@ySrQ43u8_PA-;$sB8UT03il`c>_t zt;x$`)!TpHry0ca`opY!`e$SLO1!xJGhY1txT`<6HT4a(_H!Y63Pb+;{wCSknVjca z`|C(M|E$khn8(IHYl{f34M%>xKjr_lHC0+^9h)uf*&zS3&mTZ%3)@)xK8WA>B96#E z8^gd4wx&@ht@k_4wPqv&2}c$pVaOoF7jZ-caX?BTwulY#Klks|Gh0(wh_&ti{de23 zV>xUc$N&DjlX>k-7uQ;U7r}kQk%dSYG6?ZS91%erkWz>(VuSq8eJu0R)?_!@+Q)x( zosqo$@@HOONc&;PAjB7OME+S@t6tce&JDBn;h$eSn))+o%716SBXZf9_Vl%08*XL{ zh#)rBbJNEBb|%|B*6+-WCjtpa79wHDAjB8>=luZoMxe zh>i8!%(AIz6W(D-)(81c~f7XZm*ze9!*55mFpMQ3*y!3yiqxIUq zAL~-|v(xk6k2OEFryYceVEM@Ad6TT)s0T?Z#6G z8#RowjwfyOJtiM}2Aizy{kknaA?`SLvySyNHfToDPUjtoGd-NFZ9CGgAPz_=#1^qZ z{%4ynfR9AXv|by=?*<{h$UkpqFty0cfV7*-O88FmNohBi*T}`!2c*qhmSb835wa5aO<^DtyE2<)4DfTWZ$KwM1Ch)D+$V%L zAy2o63s8cVTX{QhdEPD!%&pK{AfLQ-x$S#{T!tnk;eM=Ca*vh%4l&X=d$df=7$qkw zTIBU6pnO1_e&g-cA*lxGV=+j?afA5pG05w6$SGh>HBw~XRNg3mI7#}JO_b3Jtg%`3SI? zt-#Tzn8d)N_ajCCOR$X+|LPVg4qPSzs)54~c&we@<>m4AgY%#z;4%GD{BGzV-d;M8 zcC+w!{$k*-bAT&2KuPcps1(qP{Tu&!q~8j2I04+C67zN~8MvkaST+!dhU002>mTub zCQvn5%9KtLX__DjPhv%C$H-FV+Aq)|0jGdtwF4G( z5vqz6=qrr2fgUs+imvI~65tpI`T;e=Rz% z#GxgS1|Z>0UqcCU188>)FcEY&7l^~$z0e#0!&tf#$j5fx=K37!h+bwX&F_0&gDwWW zG~>Go==maZRemC{4D|eCI8YE{jP$yVoqadUtPpg94ZmRCnh!=Np0vf-522T~=y-;s zNj7xjvzkegcYT6%Fvp40U8o6e0v8Uk$ooZRxn*mX)XTu&O~7LIu}0VcvJ8U(e(PHewcqS$_k6BnS<4h5lXaWhM$vp|ID%l6e= zKL#5OqD?QLTOPd880m!+MQ%fla*;PjyWL5W^SmXwqJ4r)#dd;f#!Bgd(Qamd-`w`Ms+-zGkV1|l5j7-L!k?4@=sC`>A#w-UgZp+>0{nkpM!L3>m!MG|={@_MLI zBHa^ZrYTMy4~>>}U!l6dhPI&N56soxrohzdFvqmhv^LZ&^?()8uR)D@lQYNNz}>R8 zNtRjZk|eN8f_w!6_%bq1DgryH8xbQj_e4v>6+pMzVmm-*N@4HQ9I!c{EV&ArfaC(B zu>rmU+-mxo6d5xxMHKzFZJs1{y%S{Y#5mwYP!$}Al2OGiQga3{vieYBFwQ6VZXfJ3 z>vC*y4wN91f%RY$ImbZ>(3UqbrzFd*Cdu*|NMYHMiIPp@W!*>O^C|q*&msl4nx!gs z{TTh5X{RAJ(Vuxc$haeV05!)>!rS9T z1*7HReT&Q`rbR~M&-iCc?6cfxXl?M%&)ELFA;9rCPpAUaw}M$tmxK-l$X)qdW*H1E z%8c}8>Gct6pX1P@I4AQ~_$29aEI|s#$BFBb7-_pDN*Y2Tk{*93xF1+6cANv7If&oA z!T0_9@K$YNaRSE)eThB1DR}|@@MK()Y&Z|J2 z&N6(lBk`y>us`NwW)`6InN0E<^D-QW(Ivk`xzapAew>Yy4~%(&f3!pgSme7iFfsaG z6Q3O94dp=_Y_&Nt6q^}{cw--ju$QYFpxKCwmxkZsqz(4pnm3nUdmAH7%fyIZlW19# zE=mRg0c$YVEQ96)lNxN4e76mTaf+1jN|DoH$&zG~ zBsZO)Mi~awj}SHU~yaKPSsi`m=iem8|bNU(T3dUd|2G2$x?Yj`0@V^&T8CMNpZ0M&L)F^k; zr;1@bu;3!V0)eDiA%=tA#!9xeQSxDgSspznZ^Z&Bj{rWl8T(#Kj9JOpvGoc_AU=2+ z|GuyYTOS`IYkZ>QEOamj_Cfzc-l~5Yx&nSFg~W>}=(Ilwk(hRoWoMLXzd?p(N=&3EC3q zV;c5~mwUh>&tHv|bor=ZpaZ#QiIP@R%(9+&Ek6}|q{fczZBJWCXrm>?@zZ&aSm`rtZo2_NY@jM^SMoj{!F<^gpO z5>0G2`#}NV1=W`e$BTLUX;{W32haz`58Vr z?GnE7JGDq6kotJ)En-QD80umRb*F)K#4&2K6Zi`8C2A*e0lCZlv+kvy*$wo5JNc8o z#4jQCwoH*d7HSTtSjJ>Yl17W-<(zM{l<*`bjsv1gOiLt>eJ6K~dd% zRv|{#215G>v;Yrw5+}Dq_pl8ebF|W;*zvjBAt*l%vp(|!)?YAH`p!!cQwHiLXv^kP z1FZ0jld!NTF_Hhyv;|g=U)00~GZS}RE|b45VSgO=kZa}vvn|K^Z^wC{^w%O~>cvQL zOO6!#xJapcCQ_9;0PYe>vnlSaDL3ZO8d7L^sst5KReT-!Ax3%5J&qu?IltD@D1)*8 zJ{=M4eRwzY#<9m{izu~K0mgIh1=m{jxE{#qtnvDN^UJaenT6}etQ4TIOio0); zWSoy}`y@!){PA*|7<{~Yw0JbKNcr!?>zCAI*v4&Q>0RoKe8k*y4bc;lRG;%Y)Nka@ z%}L3!bX1b$uAC?XFT{)8A}H)S#>z*a)ah8K#UD4zrhBYQ8a%q8|ASG6J;zo&sGB-RNz=X5 z*Nx5MmYsDf^Rzw`8*qiX#+lzBS$YBQcQJ}^jB=uef}Ws9f7TQAp%d5w?E%y%JN%O6 z%u#Y%=Q#1s41E>;v2Zr~1H_}bU8wVwxWe4!XiUA{2tQ~3c3AU4HT<<4Yx^JUTVy8Q z<}ykK>@g>H`4w4?9M8jN*s3`%HdW9l|=J#mUs}F*12% zw5*Jbg8s`QZs(};-%taEL$yRLo#W$xy41=P#1mYmwXQ2UCNv?h5k7zMw`a)Q5No zHQ@_Wg6wBq^cCuw>4sQ&My(SC<(PX<`c)2^yROh2Tps6%dHM`w*vm7Ko~DUQ8HV)HKC(`_-oSq{C&8l%LwPLc9ZQ?6*5EZ?>!N*_a< z)ay!ZJ=QGWld$)BtTl$QHVwt^0@()$VvWT3L;JB0(Vto$9TfFp-MA-JhE65Nv`G~w zsHJK{`B(p9vW(4>EQWfCa^pa(oM{#%X4XOZi4#Y=p*!p#1RMBTl(j@5asg79xv7X$ zCI+^&r)EoF&6dwBYp9JPKeDD0D5qhzXPlmiuvQUTw1hToKAk1+a6ti0MD zD~+02Z>Z~zt zvPW|vL4tF|$ycad11hp7i64~vfc|gM_F48pu(ipw;Y1s+x&AG4RE9d?8}pN4U#gT` zkSax>Mv2dnDl=!LNUi6|QY(A%PYSCxrQ)RQz$j@^%`Dfp{Iw3RZ{bR*98qIRikmZR8H&I{!JibgT^f*vJrr0g1cTvB(Q zka;CfN;~$i_7E$w6iJdr9TUVEir{>iW2GefU{h*a9*cyq-U;1g zmZx9n1AB9~!=a>`hwV*f4#%-J9*rH)*HI2}GN~98-Ii$aV&BE`0(vsmW{qx;mxvvM z(S5hp)^!SXYFpN0?RXXixeN{61nTqB+Y)7JjRf{|;${5CIH__dR$9l!NVVi>`Px28 znw@9AVmy1%^gDeXYTu7WsGzAg$n9$a>-7)w|%Hu2slZHS34iNS3>sU15R#nR;eQlq4=<)+VGxM{Qc z9@_P*m%iey_Lkc`2Hq!Fy8)jXz~kZe{drt`7I4ZnJmS9Z~MH>8;+;dff^(l+7TXK@0lK` zNj~5;jK2WwjRA5Yje*EEMK>*gW+?EoOi&Kw0m4-ZNOkQH4XYobqZ$DbxDlk+;)C@S zkLddX!;AuEvl&=tb=v*<2KXHCpbWqUn(=7+C*&w_shJIf^e}J~C*T-4?*wa5As|F8 zc)Z^$M2`#x!abSx=Z9!?24L#>Lv%GzoWM3fshoh?dxq${t=<|^(pT>+;gSFC{+c{J zK)0iphfjkv+qz(#0`zw)zmFXgqWkDmVIHw>9T}oGd2~P7!Z^ za-fzd8KmyBcr^b^kWOJ-*|R`L$qr2$BxQqY2DSr>%tB%b<_wB~I~0SO*v3VW&khPA zG8GdZ`fG$$kb2UGSI`+OQUR6tO{I!ZNUHJun$Xm0K^K9J(v9`l1l3_yKIn+kq0X@G zOQC1H;kU6*ks5*8zZMGgPUg4<^Lq>o{MA>J3j6EQrkt>wBS^0e3)0=DAhly%$}`So zuY$Azw2TE{HAn=d=eX;H)t=fg!dokGGVLc$JioLPX%uKEEzLn11*LBmziS2^q-1Vv z3)}mc2V3LS1!_mOjZRu27cxFgU3JxXHy!!j1Ap|^0<3qQv;ck45GvJuBrBlFY{a*` z8ezAs@hNC6p`D>ufz4n#NHg@-H2iw}6jwdZiNRl?90qejbN20inpibZ+e2X*08PS` zc{_~FzQym>;ct_n-rR;Fa}}HdFTnIt&g#3ySS1rbL2~-B|`JkHQ<;3`t9vYqs)dgB^zB%5Sa>z%|T=La9 z&_@IB`s;FhAqL7y*^hym&>={xEeO(mN169T?Cdma1np_&+|FwJ)I~cl>7f&6I%(Bt z7rn8^O(QFNY8Gfpb2A5MvBE)m{}hr0*ozbMamI_W1TnV0#HN11+LG6xVCX;mZ4s}p zzx2`0NTYm>bwN78L+2quk~_b*4&y}LN-caf6j_g)E&bIVshit_k$>0~q=6Pcy#UqZ zMvywNF7Eh%#|utDwsqF`!=3f{3>VG)#ZA8q^3<){yww_t{>Sc6^It-D8W^PY_Axeo zw;F2DG#latwqBL^_$&BAzfXbtDSb5edKVp?*G)?eaYxPon%`|CZl?I@-Sq()c#;0} z!?(9{S~h;Tl-N3y_}PNEwV*d`fwtf#m;v>>;ThV(KTGHLP_JuHh1PlN3}i3Xd-`iG zqyzdiBQ7q(#&ZR0G%@@!ajYxxYh6pIVW1>&Yz3dI;gffv0c8T^@KYDiiT4}8V>{M^ zHHn_>s`K)>YnIlYItaO-Y_0wD?BD=hd@oSDqzCE2LYz>I9T$W4)?GN2yA4uO^!+I) z492#F*5=`)bCx-2a84Kf0G+aBHcu@X=cW6c$p?3RwYj&ymiZE(-D)A3F^$+3Nvyhv ztjQf>3zVQ>e04r+a`|PDJ{{twjR$yWVW{}$e)rL8i~aNjas1v5`qKx=i!I38oP|cj zJjU?-Px$ovx6tc}4@<$r%dSukJ$2D+FLi8&tdBJkHAozcJL{{3BaufzTBa2zO5bq{ z)HcN9M)-VN)^$H)tXvx#WG-J4izX41s?~%#SB>#jVZHFbLcj+UME-?gsktVb6*Yu8)Q^}e}jOeasRKf_x$_lN$q z(qA(nomC-#_=f-7de75M0` zF5Wt)wU55;?5ky#i$$cxu6_-kRx}kLEe(r_T}swBX}FtyKdmVBhJ!+O%+hb~qfU zX;sKq6NB_3YZ{JSz50L@7GthUpDofT4~eCZz@C1b0`B0iE&2rLjT(VE)|xy)-e|_W zSo%5y|NO|hTd1mCv5A%BsLI5qbT`)18Op8`v`pS#@`U1y%ub7tAZi`xnl+$g67L^4 zK*MiJJ;iH#>Wl9DZ3%XD8Twu`{vLzmM9TtRn#;jQ4GwI=3ee(HkQQ_2boFFTEXO{kV|x>b zZx8W-6nx$y$CU{iD6kFMJ9+#xcG#*6u^OAS*k>fj$LC9AuJ|ur9~^_2{wyU5Ip1j@9`1 zN9>L98Gj|_unv|};(tS?Zh;~?YPMJ=?ETpEt7%_=voyTe@_ z$O}*IcIuWV5wE-I0 zo%~O%`|5*C(RgUHvx#Y880mLCav?()B(iPzJA(k6n@28 zoE=8KqVL1_{rF}4ejT+S;~lgKyXW=8W@6Pg>=8=wlrB9q-y3IblkBQ@R=VrGXhfxI8Jf<<2EEdDVAzi!&?PpPoT0&oMMO2|SQy}Xg|2tvAJ2$Cs> zDshiFbvt`hPs73e?G5bcrXxq>WD9&FNQK!{H3hujOY9N~e; zsCb8H1CJ2R9~7dckw!Vp=QBv9IJ$-C9V90Xf;`|O5)}11@ZGi{`W6|Ken_A+MII$D zNJ9dpPW=$wgp|T=aDn%|>V>F3e=lN>+(OL|eFLif8mLw_$X?kJcd@(oSCP1R1Kpju z9?e`IVP3a`ry!Pj?#Fy*o9m*%NYAyf_t2_NUTTk=Q}}8>Z5$uKnAmf$|C&f1vdDoY zT;VhI-+kt62085{bxK3(j#1y7wC*Zr-O$KYD^_&ZG4`H15IMMy8+|mfg`a*w;vsQy zpcZrr(h0OPncvjUhEI_DK*(e`ZN#U$%~y$>52{YBK9wE z(uHwONCLTNi#qO_{mz zmAh)k)jc#K!AWZ(-Enf0o4#-EsWprG>iL3!x_}(Mjy$lEe!KgUCk8Sn*!Ey-yA?M5 zgE`C}`e)85O5Ac_escH0CXq%dj0DOAumU^$1QL*wDb^-LE44zdM~Sb^=@0Te&P|X_ z0juV@BkAX%HIXyPjm%i9Gk#k3puhUx2+(&(0u@w_!KW4KFmjp*!k(;`~kWG8N6NG z2bst{1_QqF<{dfVEA3h#E0_g&k?hzs?N%f=Jz_nTHSC3q(Z@0&+P@Z3G}VX`$TigK z?xMAGvyVnP%)XwdI!^J?sWJXKX)rY!bM&P%V+)|YVMr9RewMg5ne|HmHsqc;hK}$k+|usE*Bhi`0JiJ|DBWO&El%7kGW~!c2DgZLp}07KpRuP^eoN&Bkbb=?Y0`u zD>gB360va#wH>g?ue_k$RkO&2Zv!=QKKohvk_|s_=ijUCATLEDr$9`d{s*-fw!4z| zS3#V?M=u~B7Kg0I9DWnl3HcLO{K=d6i=B7wM_oX?z2Bc&h1W4d$(19iXX{cw+mnxL z-~-jEA$Yy88ab_%-(AG_;G zZ0XAiFWuACN9Q&7)1LMLn)z^m_RSxtHL2%IEC|xHYxo}P^&PvkNJgx&qsFK}4$khZ z)}vf>>}5Bd#Qt+H_e!pG_11gbBif3r!#$)&uipt!fBd~Sbx?oSerO5iq*}1{r(WLN z09ll#wA+$}?!I~|CP3TuWlu@mEW^0m zS};Ey*^_jqX2ljS_U67>AL2dpmf3}Q;CfZKKl!*E>xz%J{6sz97P|{a>Wch&5gW0+ ziPX?OXRUwAMOWN$(|SEUweo8(eTEd~JS1;6E$b7az)k98n(j zbOo?~Voj@p)MUIq0H4=7YpH`S`dQp{=_=#{xes&Tny-2mKwf2ZplVtvxE)gL9f zH;(PR64$HiU>r43fmrt3=Mle%RSNp%(Z3jdyFxz`UM~Q-=tBpH?%R3qp-10Xdz{>L8xS_p`F@GBy{{1GOO(5Lz zcObyZ^4?gqk&Q9NWN9OmKK*^_PVdGx#_dV}zAs}s*cg*LS^Dz#uMyhR#%Oi-pZE20 z8yjPKO-o}}T^nQ8 z-+!(v{n`gIrhjJso8GRlrGFXIo&JLq7hBr1!)C036}U;vF@bPP>;VF-Ebom=I}$&7W!(CGRU6~= z{2A9?6~@zQVaCl*Ue?cN#n1LE;|Kq5E{?aeF(x$2xW50=!p1o4W5)Hp48HOHr*DL^ zrh|bua0CMEfgSkIYu?7*##niB#`WtcG2nP1%e?*lKJ{;6WAr*>>C;~u%Zq0C_Y2GK z{`0u!l7IZGTlyKsJcWY4-`|1tZHxnUTCVFzJAbXu_2~1uN0#62}L#RS4FeF6fkEboo}#E|lNEN%bq-+Nrs#@J<)WgP$e_XgLn zF;3~1vGZN8m5p(IF-sqXvHbUAD}>!_-)8Ac7{3bzgMl}21b?lq6~q@4k6-?s-_EUt zFZ}lRe*0^68)F9_%Wwa6?Y1)4jRsi$&BS>2fpGB8$6A^^`R1jiU2EF20ynW06ZqFY zq+u5WM_Ru7@4w?iotB43SpVr7%%e8$_p>&(r%!g^KliU6>*n(1f1bai%-@Nh^Cz_R z-?zD&+z|M4zw+Pp;REsZ_ytQJ9J$V4yH+fFm#T69-CAVhIu%a+&tuKaKC0V3%fE%P zjsmPesIeS>x846g|7IKh(_;6}f1}@FAQTJ+-r%o~B>+FDGS1STiQn%7;ozUQ+kyDl z-sb;Ld=z3&*5a17?dYpDumbuK4SO#4}T{pa~EhJPgf+}mf&c;>Lzb&1Hh`My@$#`t)?rM-V{=MKc>b3gYl zr?5d2$hbNGjkfQ;vGmiCb_Li2J75j0z`wWo=hQ=kTm19*{uDpwP%s#H z14kgh9@qhEUx^b!S}*IC>RX9fg=!L5A1+7umb&2sK>l(<7nI?tou+e$*^`-J=n6pC4AIF&VtN49xfyJP~Cy<|>u zP2+D+c$Y)Lu$&A!7N}7d1nflIS z-q3A>Qz9kDCa81J&qvIQl(h>uwK*LMAg7NW8p|o^yON~kvjiF21F4C1Jl@_N`fq*Y zTA(cygicX|$Lr_th<+N6=eO=jKS3KP2yLJRTm~&>Lt)I9EO($D-%gE_Y!{=&@$#S4 z?!>pyD-)m(^T_|j)yPdO;$+u3(59zBkDtin@jPB1FcNCu31~OlpyLg&PB1U4 zp+kM?2(6$K6ot-E_`$#$$?~~Ql9Zd4ARD{H$p|Rs$Dnv5BIEEH8g#$9CW(b!dX4eL zOfrfCa}hWMdd2|cU}*Pk2(%^WKchZD+js;;=??1x1)dC55yj!HLtz`MU(GU-a?zp zpxDoVK0AiCnddRAi(9-|4qcCyH<_Yj)?kx_G9PXCLVsf(v-&`Lb%HX3joj%*-=Rfp zXZ*!#B*}oC31XWZCpll5rNhT)X*@AXRnOD(Xw4++u$5)VtTfDt3kCxP%QIdi$Tw|S{zJg}W9NowMh82Y-mkY{Bc4$CIqvS;z#qC9kbSs}C zIoBau^hc81Y6PWldz@?=8zY)6N_t>Jj$y1nC4(0_&Bfa?3t@N$Pv&- z^Z8_n=#wljY9~qFO$m}KGG08PfQ1%~liL-bU==dU%Xi3{>@>-Z8~EiM+Q9Dbl*g}g zLXCU_#q5DWM&BS7txgdqD0CH|BsqLal;_amgPh`I;YzbKpC2uT;!#MXn53fvvI(?h zeH@#|PIV~~3A2zWU|la`6K}DJDlJmv$^K+{o0*fJKPQUIoCLYHEl$SH;RNwf(UPfX z6!J9048|IM0GXAsP=dUfv))jXdqAD*jtmv(&HIbyWN}SKCaPt!)J;m1s2T}UdU>1} zO2x{C+0b|M$4I&HQ8Mf`vJo4QVVDl3i$3fhhEENJ@(JAVk4__?j8%r(hkQa_;(cXn z;(T^u#&@VVU!YebjZy?TmlIIvKTk@MKCuZ>ehCyFPMIImHX2%-NlJW$!i4QzU5$(j zaWaKAWAOhg*x?TFkT~GXXNB^hbHVp{2uosUe!ot}s#}-we|HF;W}1$SGHm?Laz5x^Pa?pY(>Dm{% zR$gK+Yp@94`GGI5z+S8xL3zSPzF@cCSm#Ypo;Podm(362r0mQ%Ik-7iYz~>_>Gc?y zkL{j_focV1tHLm-?Wb9be8i!`&~F1G#Q`etnO2cfhxxjMRK_0Q4%QGC`jaQ^x&Hc` zob0|bMyfQ3ku98{euuSvy&L}{raEB%6S1*aXi}w&oF=^q+U;s6pqw;*w_}QIK{{vr z$wb*-DM2bggI)WFS?b!v$QvUDuOwzn#b;+B zo%07d?&3qJi=41MZ(h9Ixr8(d)T{mH&2sTDwA#2R8B_&YHtVw@Kh*vE$Vr%?`y#PW z)(IMYeW+JZ=ic;8kq_9L&(I_}h%`#s3-RK<6nTqku@XBx20Ai1Z##7X^z8P;;qlPO zHrhZJ{K84~P+$wbk$%_cbqt*|hC4kYH9n?OHiZ5~!3ewQKU6t_qy zq)N3+sq)9z6xm_J3H5f^Uo&J`vcyULXVKDsl}YlDtJCB8zrw@N-*y`1(I$MEIqAEC z*su^O4*V~D0&BQX@j8>GZ%Y}TuVN(6*=Q+yl-#kyB;MF%GV$7G26e@F)_}ItvG>~e)fRlp`U7o#Mq23;)WbK# z@)yM5m*k{+(c*4G`m8EabNJWXZ_pz_FenSo;A`zaQfKhpyu|Xecagn`N|d|H6Qmrm z{s>g)9Ck4ha*h+u&zVGuvu^mC7x7_aTfXZ+ZBU=Ot^x96jiLWDr+1(V*8U8AmbN?2 zC$Ho0oBA6iKX!6G7=K`lbFr86`H+9|OO~of66MndDAOaT8TZFY)^oAaGR`a;kf(}2 zjTD*{lv(E17D{D(AA{sBXOYx{s)~GwO@T;xoCDbdXxfFdAw4sen#Y59)rWZBi#Xqt zJi_aIUgx>Q$rfnHtDl(VMg_BUM#}AW*=X79OkGJ%cq>rcuOLa%1nPd;Nl7XYA<1PT z#MUQPsv6CbcA7j@EJg-Eo$t5bBm+xR$BZRbBf*eZ2ivU(-MR?UEjCE|u*PSPBhkV9 z^xcI`moP|ie0X`A2Up_NG{}2h9h~fxO%dbA~!TK#mkpov9hd7 zvLh_+EQYgqmRO$ka z9}49SFtf8k8g)fpr8|Dkzk3kZ=LRQBpB2chHBOXjP2$BTf2>SSjD~)W{M$^U2!7dt zT>SxBW|J2NsqxGptD$};yf#QZD4!jP%f;R%$~k0{z9L0d?)L?B?tLmH)LvsAeURrxa#TJ@}xW%Szw>C!MxPU1Tj z>gS!NVWma~r&Wyp?r@koOnPQ1=cKfgC87ZUfYW8aIR zn@4{@%I2*>ZoOpf9%7T%kikHTU~mNUe2977i!2-V+I=VAMH*%Ec5=j4gRBSNy;3C@ znT#>eul+Z&W4;jpbNCqT8r_I!Yy%2ugq$KoYE9!67tK}VoR3>k>A?IYnj$Wlg z*Jr;M7mK~zh>%^EBIH@n z%teUT#jz1&NH(=LNS~(2qBO!j8z8aS&>-y^8{`mwyNf^X=HKUBij*2xp|@X$+Kx2J zwFgL`AkESDVWh0&_15!92|*s^>zhd88*(wg5qtwhOClLk${^Lt7-V8u`VF=IJbvEE zpS}T)u1v^S+ zjv_*kf@;GY5r2QwfZ|?-eOv|Bz&%AerzJ}rD!4LQg?v67G@R&u+TrEl{XIf7)yj7~_S5YNkEi$@%oD`ZQ@W{#AZ z4L;zR+ZxL0+@w%~ z8-Bu?TY<5}xCh7+^c$EeyXvLNl}*%AB~oNH`=$=p5|PJ=lUza3vJ&a8z-7!evEsce zuhbyf+Obwbeb|V-aV==|<)}-r@f&&Ahh>6}o(&m?T=-ue>?<$*D2!}JA$*9}`$drJ zDaL#3ba4qJda%{wrFoB?-lfj$5SAbXn1`WAd!2t7Be9ucBqwrD?++8xF8q1V;=4ET zrwK8>47DNg_WC>GHL;=D6836Hql6L1sv94zibOmrt!GR~{y`8L$?4(*WqLAs_O^{@F+oE*PP9hYPl)1(*~ z$-S6cwWy!zkBJz+C4xM^414N}j0xj8{t4Nz`;k(cz07>}YE2d-N##0;^5{L1KlkFK z|CU$@Xk?cDKFCl}=M}_1e(#O!C$Z>oR_-|v^K#!M_rxLLu?5Kv{H}$WIb+QgJB>R) zZI6Au+xTbPyGk4!(W!iY8OsFSIP`@<@ zChstID`MbE#vV+~QNR&-h+U~teM+ia(^N@88l`yu6ghDPd9X^!a(*=SQ5`AHz0tC} zBl4`_#OprPI!&pk@aJ6k@^i)zTbNn{dmX_VRnCmPaL?*QttdIe9(;EMcH?4{GQ>rf zTf`82_#?S`*6&E7to~DWsbe^KyGERhL)O%1X_P!+pKXy+c#=r}mIu^B%e739>!p)?q$y#En$z4E)0m0*~o`YW&Tcm zMJ|zbX|)Qes7Xkw^&=*M-v*{g+Zo8L97~j!#}i}}(kSZ&#EJQL_MgbtttDnOKSIq+ zo!%x039)s|0rB}-B_y5-7{m`rltt$wWeoQQujgmq8WSs1o5qS)OS4>OUtP+RewdM` zc!b0ZzsrXdlN}PtC6PSInKe>QKaP+B?V?1!vLEVAOu+_RuNb5!@+b#8BAZe@Qe3Fv zv^4U}H^_tOM)}D67H4kTGpD(z2{#>~MxBx(kL#sKmM+PXov}=)hlFIHS#C{ZZR&7; ziQ2iweQNS6+zUI)8l5$Dv+5N-S!O zG|HLosbX^@MPj{Tw@j31>$$+oaP=|;eGqFM9+5~E<^Z5L9 zd~X5vakmR~Ku7We?Qg+WpZ-d`XhEJ@#C>0Ku6s;`%#S%Pb0(gUEhkS%qq-?FirTP8 zg(UgIF+m<*kCS0Y0M6lF=~|>2-!CIyagX>U*K}hnmi#xui(1K1PEoN+$L) z)9T=7_V`pU2$TI#=MuQMk~skBA=Z2dQ~Z(1$8*sS{hV zM`TS7asR@NeQ2@kiBgICp?$Z-i`C6IX^v=El{6) znT}29iIJ2< zBwMiE55w7`S7VP(ZP3x3{f#veaQTqsvi-l(C>yJ~=!17In%vY)S6O@Nrdm)pclxPI z{XiW(9@;N-z*RhUA3B*w;g>`6*aQV+H>a=f=MihrX&;Y(?}55dk;l?`)V?qDffQc9 z^LYj|fluY3?edz3&nH1~s0KZ5`ssLof35P>Uss9O7(8o+6_36r4lbcN0f4J49B^FJ0t#)Wa)^BDd6hENxpLVtjA za0?p8H`>0|4k?+OK{}~akj6C#(q65Dv{M`C*1WoY2+%^Wp>qv`ioYEyei|o+-V4&P zP`^6!So{+x*ildhGG$_ZL4`Cw{q}2snyLiqm^GaEek)K57v!W-mmvMJBuGP`HM{Xh z{F*&M8ju(I05qsNKF|@yA;&Nl8o+2|Q;=&obl*#h@yP#ZC{8Un{kZE=e{FdyK$}hC z)a`WW;7}p#ena*o0y_FdsPNDS+Jf8A@$y4&D04eV7eikf_b5nDKv4*Lj^qmHeaThx z7J`Nsi=Evjy1DHGS?8w>xi!4e_)}tDKvxjET z9BRQOXa?QOK&`Ta>Ht+`Z#nD>x>(iH0qWJ6wTC+J5K2TU^DodEUSnVPt3vy!iA~mq zwpZUFXot+f$VkS2n*L*N-Y=mLeBh*O=C~MhJOi4>dk|g5SL+vp27y$> zz+Zy2VrY;SOkhs=O?JlE=@sh(E$;w00+xZ2Q`|MvG-z0xy|wCXU(L=*-_@2O;RE%e zzX{4Hzx_;q4Xk1LoKU=gENV&_B(4Dl&+YSZd#F(gU^of(dNzl^(=BG z1zb5*mNwQi-U$4uI%6u)7P@aI>>c}m3+957p!b&Ey0ff{mKx})-sj!4NkvaxW$U9! z*Zg!0lzW+sObcrk34NqI^V9zc(XZ(HZu-Q= zQ=Rb(eyx0VlL&OV{3S6 z)@44r?!BMhc?MOIabCpdAKu_pVf@8gpwzLBwTWHJoS+keIlONOsz$nKkj=;JG$!5csD(RWKE+4Zyi6=Pd6k7XqW>MPQ;PA z*q%!z{Gb7pfBOBFIJpEnbOIlE-=Q@!S0PS1a;1|>Ar}pUQrGR7hhEy~r8&F#s25T* zWqQSwJ6FBF&{I#Y^HQ@r^rj9z zIzxPQe^Ec=S^RXG1n7*<0a~_ipgP}07Nb9OB`3O7Qi?8J(pO&e?JXRy8 z{u-<~$QxfOL#^d?#0o#%ox@)X#QUpXXrSIZ4rQHjbjS>SH4k)68+;wRu*iswWR2$4 zb5`%&&YHQgt5)dZuI)y7s`u~ErKb35<&FNTYsn2gku2B)wF(M$d)lx_qwHeMj&2Z%jaRoo%CIPXPuVMRjXz8&|(JUE}+4t5yLYD22q~rnHx(zOx!rowabVt8N`ocv&T>CLZ_XOg7g}a zO6{RR_PQCQjlUxOL`*CTb!!D}9f0Dtn%q9jH&ACa4ASRkk&gJz`rt2PnTH+x+gHXi z1mD>Xrg%Ey3%#}aC1<^p%T?Fza?`@oJ#~3MU;XNhe9myznB3BodA@{gmu`l15H?*9 zJKI1UZQB7FC9(4g{j6*|!xq)|2_qjH0_^<|C& z@#jIr&>r;tHW&rGz_m+GIyTZ-tvRKmqhc9kUl#Yr18vE6t+@{xrzWQ)*)fA2O2Ba z{>Y10R2uKxyBa>4Zd^Mz-t=y(FJ_;Dskf` zIr$DX?OoR59_@c%T;HgVvWI9AGAJ97L&*#6d_EWqmgEo7;CvzaHFt>aw?Q^wwX5bE zh-AYWPiA9H!ItGcG4aK2(v$kW#k;7)=W6W6z=A;Lhu$c7-Bi}MN>$`gB zsd#tIHq}EHxAoHE&6$TlWa)^B7Fv0;Y2;|W+h`?YTnp`XJvBaf%RKn5VeG5eha`5@ zHTFHUUy8G4-R7zVU7+rl^U|Tjs+%tYw0Cll)+Sb3Qv*h{{8RdEYIpk48(+uQ4!SWH z%u#w@>}3Go+vK8$hq~&rMQ&OGX%qvsNxiWFTJ<;N7_hIScGM5}?fgdAOfzJvT0lp} zW}0I&&50iiIuehGA2D;-!!X7rVE$bC&ga{+7&k}(S7so)G==LV5 z9a)fGK&ImeYncLuf%AMm(7Bs#8r@4fH*(gc?Ob)?3peP{$Rn=u(aF^VwD1UIlNg)R zQ05goeiR<8t#={0g1tREMqeV4N{Axfa&5ObX!zHNm6zB9Vpr4Y*XeyoHSG>o{Ub>2 z>H9+F`1K(CU>tk7P-^!{!8&OocJ~|mm$AqzVPm6^H5gd}c@ks|W*~_Y0pjhDK`9-g z`AUZ9u3|_=^hZ{rZ-{;m4$p@wOoXJ6d@QZ6mZ=~_w9XY&sWbBSs^w2G}ytG+Q zA1&J1PiN;w#%^q&-p!6YnI}2pcOkm(CCN(QoX1nm+bdyJ>-Xv^M#Yynf>mau1n_slTv~Ere_Y`L|wK`dBVl ze>v4t_f2xrv-e%qcP3Q+W}ccOlsIkeuP2fGiatl&4IysfQ@%%thq0_LYx?Xg(h8TU z*KZNm?nC*0z`h+xlw@RR(vhL5f%L~Vq(4G?hG^J&FKvhP#;Z0y8uP+OpKK&X|KX=u zkb`-+70J&I>`965@2R64@$VX5?27}DWD905x57#5L^|Q4NV_GvY3_#}+HaPZuB_ps zZ;l}g(!pOn8U^Z$DvWUk@+6V8agF(U8l=ss&jLQNH^Vo_QWt1ue=V0MfctjHU*%x0 zD%8-}?Ucvl6V|IMu`Lxzjn1sUWAPBJi|v)=HN~Nme$3rf-)!iiIS)GNQRD;bgu3bK zZys7On%X})KzD9KVvk($wF5TnPJE;9af69bqwr~L`s`$K_-yu2#JB^?m_O$b^<{oM zdl5%_gy>x)QnF)zT|ogb3_HBsB1FrB1f)@Rg3QSFd_)?>d8oVYKH$M#32A{ZKH9yh zpIY~2&5@rtTaJ7bP3=LAI-Hu+B?mG#)<_r>#P_I$+=~z=syM3y(kS=LF1m%i-vV-j z;}CBhJ;+ykO!C(a)dDq@dTJJPS(@C|GB;~sg9Ha{_+mdNd0k>loy6asGas#Oob}ym z7hU7%uC=Fd4<&}0Ftd+3Kg20P5YlFU`Zbg`a#du1P=k7< zHu37RlXge8W%g1REp2qu8ZSLGKQe{onovhmYhB#suUVHM_1Y^)m*aEKs4Y8UGa;<+ zVeETXF5(blHP9~udFc@HHd|Orf7bCR{`{qUh*mDceDir}GZzhc8T;-oV4FH7j>K9rs>qQU)uU=uQdUBeirwV3J|Ypw+`(Npxp|zyNQ@*rp;c&{ZjL( zofZ*av5{Za2WoH&B$B8feDMhfezT3ZTj~(GB7w0I*K40;P0s{tJnzk?e023_KTR2g zY-k?ht|M|C-qdFS*dYFE+1Ex6z^_2(fz$`Qru0LKr4IIBPYh-aN`ht8sS&Z&u3@b0 z32M7@T<;P2=p~XEZ>Y)Malhp~ZN0^B_*?6z>?hASYfUfYG}GO6GO=h#H!s~*#Yaz! z^wYvk1N0nnmqYUgs=Wqj5cN_E;?dmf)aTgZA!1PZs>rc`hdG_K_dxV)0^mXL_@}lKX+w*Z*}2*&oOTu zQ_@GrAqi15zn?l?VZZbm8MDek`f)R|rP$2H28^padxarfo1D{-JoL*)_8lz))p~az z_Xd#opbl(9`~8QL!Yz`3bhfXHHtFN0pSi~}JDaaw4iC^>OStD$0NZJTU38|MKID22YH%O+ zk*xo%Al8<(?#;TdA?HrG)=9Uv=%$7G^;FO7PI}>xi~dGUlZ-@A6FXnMy(vIzdUFqt zePuYcbqng5I_;^m9GPR<&g+T<3^A?@arzTBwubA3FF^K&ee!W?w9KcuZ1MAhLbjUt3IE#^#s4zZ<&y110LroHyjcNQro>e~W)1GVpz zAZl1-i!&h^M}NjLM{kG?&51i#d2J77ZE@Df$1Z9_7VOmrPqoVGquZ+cX?o)TT~ixL zZe(&MttST(uPp0kX3aX*WiM5aoQUs?=W{F8yl+b%E!4+X0}}nTbe#Y_gG|)}^6#}Y z;;=RQ_~OKW^6p0v2*#Db&wytqCoN9QaA!YS|AxD|g?nmV?t6_z#;`N8jrpn957zV7 za3pS1+{tBYxR;v9eweyoJogk`*kjIRURE+c+jcvtx4*NlT<)sV*q=L?JoUjna_>2B zJ+jV6Ck^-2A4{nz{>L8c$ap{*ZTK; zaiK3}U(3J${cDuTX={8h|Gcjom{Z$kmUhAzQz-cReOko07gzu1eagXFIyhU}38z2* zykGJ3t4Ym&-ml;+w#JqvEbW-+*FKOj{d=3$*0`Z^#*KFi?bWTAaqUHAw>9Q%ka6u5 z$YpDs-9F>mTS)(A)yuf{F410m29CEi>rtVcrGIwVj5V+VH;EM{5N?SXK!BCyy>WPM zTjQpl88@CZ?0@i2`_CAA?az38%4b~vHq*Z zGe=v~o)x%>ZJR(i2n7PHEbon3@%ajlmg^7Zd)~ki{IxM;Va}L#RS4FeF6fkEbomonA^rBEp7kr-+S@h#yIXnk^lI;#b1#t zyKDL0KCT-M!ayh(47`CO5MU4NfHklJH|dWFgo98Zz{>L8cpiJ*|1)m?wckx=Z1z9L z7DoG_U@-6oj^MAg_0-DN=$^wePk;Tlv-xe0tbgyf(cf&0`JP+m^IzvB8|_xIvb1Yr zJo`X62m_&DFz^O{y}zx9Sp{=j+O_8QR^TS1>4*ax%f9-n~=C9Dt`4igu@7oMueyZfL%+G(?9$4D{*WY;a zZ{KhK{5Sd?213DL;0^xzSgO)L$Dg^-#P9ckaPZID^=FOC{H)(k(O$;3y_MMGQ2)PQ z>mTIEFWr8wL57TN4YB`mg^X+O47RxRr@v;*+`nf{cjdSAFXPtpJTdRk&zNV;99n^! z*s2NqtBp3tho5E2xcM1I&AO~w#Y?SmcE^0oF=djWX!nxF>Y7ej2rg`a!}rP8J7o25>v0*XI%e+*{ij5 z$hh`u(cZYmmiD|^6GtGx9@qhEU)_Nb{)mS}0U5iO|bh}YR$R|z;eaoZkAje4L9^ORDIOwex?U9av+R}-~w(B5^Vskc9 z*4^SXSEyHSb8zx^@i_VI2&dG(Gs{;_l9u(+VoHUwwit@TX=oGQB4w$8Q(uona=L4z zIGsZt1uD+Eizzap4ixPr$zp#lNu+9`+?*RHk?)~kL~@GhFz7*#dGvoXQW7JfOG3MH z>cyk(Jf`mt=JL3^fI`52L9!gJnk?J8CCP1v1aU^1VAQH8>E>mUp5LHY@L2nG=nmbM zLW7)z{K;hKlRRF31?-rDT)=dw*w8Bq?Lg9EK99}w$o*v=T`vG4c+`Ivr>b_HXA>w-j&Dy3k>CC=pj&>?PH)aN6Ts?0VY6|D&%UC1gOR3_Cm)P z0DTnN#Brzs6B*Ahml@Z7XwbA#6)Hko9^*g8cZxuxH6k%E@OG@6NjFRWb1|}fU$m@& z&bEtwB=q29VkAfAGB^97OYCk4wFBD4yJk={RzWG}5&i~#%oW%A28Ch`w17=e8?y8M zc$H-NQI$vdp-eB^87Cc|nPuJ&PQTq8B|gthatylMk84oTX?xa8#>!kw90s*#5Z9q^ zzk|KdwoZMA`u@ZyuWuTq-c{&67oh`zxQcP|uD@9#lQ=<{v5(1Zl9*>uyBO<5C=OE( zK^I}3KW&2Yu@PB^EzsFmo7*{~WYG#vHio`3{yowdsnCiJKwDV{&20g5H39h*?4bDw zXc|bHTxb*{sdb^nPeH<>CcmL=3ne~hAoLsNWCpgf7(00jO7x`P6_cRCCdeyuoY=iL z%ZQTD1NTOW_Z5>=Y6W%bIdpc`)tPH<3g<-IFxHp$dNBSh&@XnjPLY~llI1t-b?mw% znXw~5o+81pr;Ay3dvkL67bF*;r!+eaO$Xb^J&pBd&T0f0#m5(_j1P1uVDg620bO{& z6HXu=l`IRFCyCvI1o1lpC1V6M@jlTqaVzxqEGC(9f;FWN_57igxG+9wF~5N&tm_Dn z9sI#*&kH{zvBJsGy+$X>UYi8jn-C{8+@U6IjggnvqU7{@lT2%DlEb_BJvP?7D}8Fo zdNoHDNNBqabJ~GE=1Y)+tKwzOxOnNbHBPecjg^td&GJh`j69F#bYV`QeszfxipQD6 z4_a4cBWoB$TfcIeaXEaf66=gKNs?eQmsS zzZfUWzQ@YK0Yjoo$q+q0or& zuPAIHu4Rf;L1H3zV<=PpNn)EjQKFm0OOQjXe5#H-P*3I_d4MoTvmKG zFFAql29S?N(&uBWO#NZ#nH&5nWQu^e>VAj z5C7Jl?^OAK^bg-({SG-a(4Y7B`P&%&ZQQm*8R?uLv#sM~(%l%@&?8ztw~CUnW0A&r zM2;e7EbC4k$9zqzi}V|)+6V~;=G3VLaWXhc>QYk_XO8+#LC$IzxeCAB*dNL_<152! z3&y)SXNvsNJ6Ue+Pm~{f5@hShcpaWF^$Buefg)e!eW!7`vH6u z>8Gdnk!o3nO)WJ@FDUXYnj)P5W+I93$jKn|Jx9w83L zPRj3~Vf0DyT2GyOnL5SKAVX&%h0-We>Q+UrpYD(6VnLaTXU2)xCRy zheq8_N73sK6FkmUl=;d`5Dm z(d!5q@hn2}e2S2Jxgy168!36Cl4UK_%X;|!nzr%sX0BOYPl}Su>+y{b2HAfcKZ0Ux zT#Sz{Kn4Z>T*ugVtwHVpnz{8JYVHt&*!n^}?}fYol;V^QTpt`q7Nvd<x1es2JnQ_b{&+g#k)A40&&6ir{A!}a|o2chU?L=%I zi#^JCqr9Ao?FXjHphl^Ze|(B8zn?5Ue@T`LpAsazJ^7($w2WwAl1Ue-9}knqHWA-e z5HlA3DfzR880a_`iHbQ$m*Dd!mk_f@r%3s-NUen-*U&0Sa-NTuKAU4Ck@$HEzt8y+ zn)G$@;u-uVnYdx*w+8kyC)h(Aqh=y!+QmRcT}jQcirluwD1+8PS7t5Na{ZI|!OQ*p z8{aL!cg>Ac==0ndBSbfgH7;-T-5wX0~}-y1EH{6AzAYA zok6ZLkCh9sFDQjnl))gU42x|5Ati z{I*H5RGSA~w||^uUK1_(o10`ke*Ly2G3_(!eg_IIQW?JKNZXt?ARUJ+$PH|Vcwh4s zws9vydLfN60Dp4_&3Rw;YJ`j>k6qk_|2i7wYZ+>feC##y;QzdG6oJerN-a^0eBaX` zwb~gZb93nUO^_mK3=No9Z3b1nC3cH!#cTX?9dbuL$f9hA<{o!1QrncYI(8@nR9uE%?#nHApEj z=bex=SQf=z*pq$Futcfso*?JS$4i5b(Egjn$RqZO=h&|fb1+G^=j=@mL1iZvZ*eAm zQ)5i5&zv+u&XV_juE^>oAbB(>NuE_ql!=(iVn6#8;J7Wo&}Z3>k8dLb!tbRvEW)qFYm!P+BUUQa|84%wIRM@Z;V zSJ!2|J0mv{aESdqF<}(&;Qa$5F*}X+E+aR=o;n42lwX+tyu`$_S&*#AW01VL<0S&= zsyiEFrNVQw?661j=?qe2xuay~6QdYw5!bN6=kD0hN@P`#A2{45Qf7G~d2<@6jDE>7 z3K^JP)`_y|W4w&}7$<{htCX7M>dR>9&@D%$7E(7502Xc8ORM zZH){8@zlM2j8tcT(}Y-Jwj-9zKpM)EdWpD}m-X(AT{$@-O+ie{7lMq=aPA)&m!B5Cz%46>}w(c;2h!iK!j1RrU`nt8TE=74@A)j_U+@pY<6 z9wqMGWew+xQEqZiA}K495P6Y#D`=1l#SAi|DmIC2?kZ}KUkcGLYjPI@nqdOb&8XN`fq^Fj8k80c+`xM?`NYVF5M)NUpfxxM!9#$mKmUM@a$p zelG(U`%8nEwjozD1eu~v_y>L!;*CTR{#1$MqPHzemg<9(eO(p-&BRkvy^?4m*!A$eEMKa2zBa z;)BJAd*Qr4kNwYYl_K?!Mw#K0ET3K_O4d&Ca(5rH3P#$$O5P4*FT;5K>2pc)%OA30se3$#(9u;fo`O#Yx4>W*PS~N(NS4MDcY4i=qV%< z*<;^0!u>+x*-+{-_fq5q{Nyoy(yj)15FfcvE>4Ok$0EfTD{j<-5Bo(+u~Jdoqag2) zzg(RR@@smeTpAH6RU1Z1SL(5R{*khgSTfWaS>*P_&KBGgYQ-3bAcgWPd$XK;2l=@H zz=(}3O((a;vM*s?4b1Z?=6HjFxt@&Vh(n5OSeh&)$0F@EC_(y>ID zMdM^z1?p(_9gb1dOjFszwbEBt}}q$d?-?$zsj^i?IoH&?4Hk)ZFd6{V8u8)P;CTdu8}r zOKdv(EaGqN|3lkb2gh-A;odSc$;`~mY@g$pQATNnE7+A}W{N>(W@ee0*_N~`hLy~W zvK_M>$1(HwTji^|b?b$^Np$}>HM1~1-KP)r)I3kKR%=WhH5{86MjZcgN=mIhDUmBr zNxHJ9C9-;=d^OtSM6CpAH#trU6o)Pm3ew6vueA6>lXVyh(t1{DjXvsd&vQel?M*y; z!}r=Srq9R-?v)M-oufRv@;#LxMT2- z9|xt87de2we?=$B#OA`Cd6q{F^1XMWyxq=o2&nj)w1*;!wcy0pQPQk?q?~RPAnv(*a?^+;=(fyI9pV!X!=Rg+^Z!$${8q`Jd5iJ7^#(Wn zw3S!4XLxJRH@@ob&8zT0&1dm?c!VK9CyfQ}v7A@Mw*x2MAD{&e@Ou0nc2V61WMLz( zmX`&BR1r8uCE!m;GUqod@LE0anDM-JUY6gV0hL&Z#IyV7YA<$Lg+8LgDRx2zidz}z zMuX10>fZy32VT?9-wBv-8=%q=MjhJSTb5!_zJQVd5u(}&3bu&LcDj?W9;ah1vrn}WuRZ%%sT)0AG9S7ymI~% z@Q+?VAIddDH^4ZqDKObqz*{-qZV6l>E3fjGgbD>%(!5qsiip1^w)EE==S=Dt#!k7w zcJ8e3*JePUF5d(O{uDSEug50?|H=Y<;Hd-9D_{V*w)kq{g?`$jFH{DOW{m+RSN>PV z(~hys@Yf!|4?a%iy5Yc-()(*ziF9>nXMt4?LN*Wsl+RhAhwSD=s9S?vcrgdJMHqO&=?_76Pb$Om@(P7Cxo127AKn#uoQSmK_EtLYEfZZe_Q=lyw^4M294mazxI3R0T19V9tAZz?L z9(y~C9c>1RvJ!|xMj#F&IkpGpQ1-o9tv#Ta0p_+fmffw^J$d4pVW>a7Kyx~R3S ztM|@zbM^&AKKGU13LC z(NCB+I_ihMfb%RuTn1uOeC`gctfD_Qm)luAq2O48pI2|-p*K!>0*&-i_b)~*ciUUz zp>DAO%UMv_tal6g>nD845H^?5#e5@`OcShJQX0~B@*a24!kD$tso%;zm^yfR|nb@&J}2H4W6$9;6&4uiHX z=%(`qxNEMlo;oPmsHGdDul6P#e~-8U6l@WGbiO|RLHsNQyy+e>Ycuke^P|jRf27?W zgMMPiYrpBP`rB4_J-*FTM*x!@-^E7*jnDwy_0!L3na5$kpO~+g_)$kv#IhuzP)E}|xoujat#X?q+HtsWf$)D>BPJQxJ57kaB+jSX6{syj3Sp4#+< zm)>U=_%!DlEjMde0s7D%`#4EF2Cn79yx1vG+M`eVF5=0I_bcZQ zszOgtnYkuUZXj-zLCoxco}W1E6a;M;bW+VciBrU;JH&@$If+gAfUXt<21dNI?T zsQVCh>%QI4RXxkQYtfpXy3f_9Wt;ox`>uXaf|#|OJ#Ng$RJW_+mQX zi_g&0UixRJKf06!Ix)`sw{X!sKq|x8ZGK6RyXM9QlAm~K+wI=kYnrci*lp5u$IR+@ z8cLg`{yO3w&|2cgb*^`3oOg2pi9{MA)!ocGZYZ%6I+7CjN+dd1R{&iyj%Db;NZ+3# z+nYP-T2pTgf-0fr9fMwRb<+vJo8x1=)&G#6wyz8X4qdJ+4_yOuQn&?mOKaeu?U)B_ z?Hl5O{Z+>fOSHnDhWhBw4g55!g;|rK%UIhB>L+4R)r&ybv8`^j^@CX4lzz`b4j=`4 z`05aopVoh1(%@vXo|_828F{VT~4FR0fGs7BD~Me=Ql z3eYQIqb;fFCLqs|vp1c!FYv|3k6pFMN*Gjx8is)?|(gne|N< z>J4n=JNoKRd?+QfL7dvd7_(6qUFrtx?*^1%%w<=8FK&;4hz}B78kiw{Xc1skb2V?h zo6koxWPpn3yRSY*Kkd_D6U4t94%7~ffUk}L+P?`3m$~$HGI4N$x9$o65aSwE8VOHwmMk#A$t2Iz4kFydoSdLYA& zP{;b9Cu**##Qq{a)GD*dFZ0pM3~Jb*KcKi{(zvMmBp3ZY#Z_m!d1$vRUfL^-5h^ff zvQB&Joh3e6{j{$}U|+v|GwVbr;EdEp#iOB4$ON4P{@E4(%!Hjk+!df1PBPzzq0ZXI zSl0j-UdC~zn>sId*IxrXH6y#n=Ygs$AJE9H*k_KZI`||9ktUJ#s{@SUMMTNLm%)MX$Sm#TlPR55A@aa1IX-W#$MQ<-r=s$&$#R0 z;$B+zxVL_QrY19VW&@dLJB`f{w*aj>4nLYl4Y8E#mgB1&J1zvmkDlD8BaJ=u@fvsi z>gfTcgO`@i2fa!s>Px$C4hN>owFOrI@n)Rk*5Na2p}bo~Z9_XsJ6G)Ud%LS{3+kbD z<6N{lbS;iOpphu(rAyQK=+Vn2T_1s66#$-$e@w&HzIVgN`(XF3_#b^N=Z+0>%xT~r ze1CJULCf@V)igbT5x4Tt&mKmdd>ERl=1}L656Uqg4Y3gy>}*T(0KFsBaIMI>b2gPt{QJ1;@^O&VB&u0Bo^5_VeTlwNpIy#P_TAGTz<9uM4aX@}gg-0Bt;k zT74oqo{X&_o}Bmi8Q)>-gRrUP*jPWPDQZH6G6_lpS0n@HF??4hf1qyQ_x;eKUCczPK<%N7^;qNL!fqq0_6p=6greVZMhyXw1W=gC)$Q~ z!nr}9u7L7nHMA=~mxB_eMxf?|3Z*dc?qblPT!AL#MTI~;OFvA|vaAa<=~-8^j_OBE zHwswsW7Zewc{jQpm@!b(Blpt=YVU8v#*fg~yoKuOXM^6$>84woL#+daKsg}GF3=xk z=ws5b$z~mr2Op<)9J>PQwv*H=)Q^Ln029Z)a=rG~n@HgTE}CwEi;kgw>H@`Nzha)6 zIo=EE0dIYF+DBJy@YA1JoA)BF-(Cznn>E<2^iYH5h6W)Y5PD?4BR0e5_(whU7Sx7I zhL8*2xa+pHo_ddbo;Z)KhBuov?NMr@{^Z-Oz{n%1$A}5FZsMP}8576am#OcP_&$bO z*&B)(^uNXxS`jEeHgskV(QotsFEvgw>hiAMx<0dy?nv^{R;~Q>K>=d_C$oN`7Milt zU!7Sm?yE)a=?%R=S8CJt&~L1B*2agNwP8Mk9^U1qj^90WhQ> z{N0F;J!eBBaSHuhrFMQwEkg{qQ)gsH#@lPWb>y5Qema6R?8+x*&B=Wh+=8|z4b(c= zQvX8qpLrb#oyH~To^}%Ne#b{#I&@P1W?l7Gv!1#F`i_q840>y&n`$}e8(9a=KX1}a zdw5nrY+Bu!IX2>R1IbZi$Ya=ac6@pVvU3vgWgPi?H0w@m(grn3GiXs(b_vv89RqbN zwl@Vkd@k58HtC0bHp5;6T0&{mFi@Mbtm;)PUiY5bDo%==MM#ljn!PRF&CY14GNFjZaO}zr{<_^)WOgq zG>5jW-aDuSi?eRu$C~#!YlqA{$H_y@O&gbx+Q=~4EXH?PPB?3S)-&Tn3_5qRyAIgk zsR7Ym+K+WnC+0c;+LmIhLo(5?tvn~l!5kML&+p{grNyWu$Om>hw6yeXM>6vaHOiHf z27T}aip`v!>bA;Do7MDIr)566!q-o);vnORSrq2_zQI16LnBQrqvla991 z(l_RB2y?oCI8l{&@szkx7r*TYElPXlxNCKT9(ZEVpuTRJHr_)gy)kOvp?+$s&zg(e zx`TNf9Y|hht`-LoznMP+Qj9sQLwx?q_v1!DJ+-5~jv3!sE8KKa)AgR3`<1gUquni2 z+;mDOPrcsMM;lOwJeY-TGUkdMpvJ*ITn7iJH|=bhMvR`t8jQRbMf~qRm32Dz3z!2f z15{$YtUL!PPM-ImPm7?=3xOgvk(%o~x&18hG@f-rG;4$D-s)W)dN+LP74@WJ59k<7 zq#tVvFWPY@f7WJ<s2`|5&s3qF^1<&Ir{N&|A%=f> z!85AY&|n~K5P3!I!FRWxLoI@=x#Xg8A+EZqkcZAQdFt*hUYeihasIV^^-dL&20?+> z;D||wQ^(z5jXndvoI?IuiXEk4?(Orx8Y!3EMRfveP^+6RDeIy0&v@!1a;(kMTdytj z(fK8zYg%m5jnq~%OEK@X{%|E(`04YQ%$)O{r_q!31XO#T z0_MyCyET`lW+~6Qt0MV~-1x0BaTO^t#GpMZxoVXFH$70qL$e(7Qrlx6^{Qvq@$~s1 z*Sa)I zZn)y1b;up9Tbs1vFn?W*&30w{PF<)a3|#Mxn2BuxtW%JIoEw-2d% zONOE`JM_<;znj$-1pOT~!nogg9?9Bi5Wc+~Nr$XtonxoC`qA1&$34VWdb+Bqth=r+ zCg*YtY=y z+;!$uXly1Mp$_%YPOJw{zc*=x5zN^Ho)ZyYnlQJS>*K$Th%t@HfgEch7mzAdp>Jy9 zqrXAxlz|0_SW`Oe6$GEs@0pBHBByJOCO#gv+i#b#dE1ItXs1~ z*MnasVN3s&8l@~d2p4Q@-?6q9@PYpgN>Httqs8-H$}Y0NpMnrU9PHVRY^&Ksh_M~2Wb+NUj*Hf>(;cc=1x~aEY^&)l=pPeuD+DmHeXz@FfdgJZe($V7d z#ok^iY$iA2fFu(OtVpmuCLn@1*v~CX@ySgoKAAf9(2E`JH=Rno@l0j6@sg>y+jvXn z?{l7%`LmB7`9He&TFcRrJR|k`{-Oyx&RLeMm@H-D$%b zPA&RW3i*^igo+dW5nsoQoUZF{D)U5d7IBMwM1y0ap| zb{!&uIM~lE#aXXDOeOkk1#|jJQ*TZ!#Mn;{?d_%Bd=8?I!&BnL zpX>W8|Go8xe={!&ksxF+Vnmz}L24nTklcs^lFVFLkzo6rA%ZyA&n-34_sCS#_fp#1 z@WQU2h1@p?8H^YaCq$51NGT*Y;(#R64=WOE?++q~gZ+LbH*N*R}6`(!NA9X0zC(YvvL4^T@WitwixLZ9xX3y zQPS;cq^x0w+CB5brQ%$x*t%I|5Oew46=03P7z!v*@oGRlkeGGA0LBAd^`n2z>~4zA zzH|dJVuvCio&{}^!689%dBjPJ(J@m0R+OZ#1xy?G%$qdfvd9w~0S2&t7m)OM=xP$W z7z4Z46alqGAFCu`qn#fxHXtg?`2WFW=!5!ca%|@~2-~p~PLS?E zLOL&vVMpXBpvMuC8Ty*FR;%1HbACW6ks(?tq=Tl#H(d4`fR@nj%h*s?`Z?SLjDq{01Da8|4|CCr zG4%ujKPyp+y|+nAc4@x7EkS0zh!gkQF|ytoB~Du-q~<-V#6!stdjblF3D~0%eR1tR z<}oX!H1-cQiUDerE>NQ!DW52>*V*L$%>-%6uE+(i zuq$x7C@}+REz}4&^9shtxL!8`{!<+ag38zt^1TWWwwlacJ)mpEwr*E!vaTpFIw(Ub zwThGdKmb=lv(o%^v~*4%Evqs`$vTHfc@`8dRVp*qJ;X5JIOFRxmu2wPLhLwP0KFGs zoQo4>vTvfiIu4yl^8~rFAx`GsjgbZAqUBWwAUW(*{L5Rbj0=P^3j1z|ZHBC6?iS!f z*u!}2q1{MeiNo=`E{Wp(%qCrD*`NTji6;=B77t^^b9S_x3`A$s*k#)TiYF@&$I-+V zH>iu4ze62?Y9cQ01w z92y~;R)))WH()=snR5=d1q^d_0AuteR$})j8Fy?cpq0Sxb`T@Nb6O>USYH%>&HSF< zKCoLoyCwesn%S{*f;1i(m*TSxPDjbxTM^Q9H1IyL%Hkwq?k09=op=1!?3YZ*ohBwQJ%S3)CzioHqeb><4?K1p&?0TK#lTwLZYNEmM9b5 zZBqAYyfn%HolVv#SyeP#24v!%XULHUq5D|J?(0h}vT-3W)Z6WzmwbFqJN|(@|w@j-%xi{jFbw2;o^j^ z49{qlXZY8mj~03O9ys(n;D8(*$SLLce%cpe?l<)Hd%R?79xn^RV&zJ7w4Ad-3DYh@ z94ds1!5fN|^TdLF_;ge5R})BOb!@2yQ0rRQd2RfrFA&$`P(eHdvcD3T;zVGcj4}N% z=7zpjV2rtt!1Rey0(ymO&;_kn94Bdj+aFm1^;RrYS5U2WqrSUb68IqZ{jdZ3x&;K> z8;S=9>asnd@?akn2hawc1aALvvQ^S2Fn{PH7x}C;F<>fE!;f0UjGf_=1ASs-c0#ml zh4N=<#VDzwkuu>u^McQ;{}?9IT82sYoj~o=gv!2aA>sqPwM6kyc?o2-0rkzR@JKld zB-D9sgdF{ao$Ct|Z>9ma1u{4<0Ql`FV7IfwWHvTjiM(i^hoi(grxiexw?Ru%5XkJ6 zQ{vhDw3PKdE$`9Mx6jlTQ=yTVA1c2A^`F)}RMK}0mAmet@}^&?G-z#;LQ4|FYk0g| zveVT}1S(42^vV|_ojL*Y926xccl`Y$`HmXcz?kz>M~`;{+6~>q&Nrb_kUI7@b?{P0 zD3(5k$olsoGKsOh$Q3HjNNRVkY;^lagSor~be^(+@Bnd!gmjesMwgwOzo_&CF;wAI_481;w zqU9A(=XcO`dOAu451lgD_UP7lwOER(G#tUG$bDzXva4{@ZQnD_bVpIkaw|ixEcDa9WLGLSmnWM>gwx2 zgX5`jBB)8i@ViiQqXqbM4A5TU%I3>ZHel}&#E@(|X%{)i=e}DRM=;b0tAH9WrB*=7 zvNq|n0|@Z91i5x0UX&Oa+awA)g>bQjkjtCVUN(IGJrn@wF%Pr=i9pt0y=DFNgLN1A ztzRMXJ9E7G7&I0K!X$zCI}8es&Op-poyK;F#ZRNdB;J@LrPC(KPlFQW6ZyGROKS8r z@!~l@MsmhQ$P3nalZj_bilUd-VY2@=u=Yz~G6Z^!9~^&!8l(BcFnPppj@Z@IUqU1j zI+Q(UL&W!dh?IjCCG>8H#8tG)VSITWbLCZmS~NF$$jUk=6I3=Ch_@M;JI?R+1cDFj z{TJ4ENzKBDm(Z7S-e1GS#`ovCLif^}d*8y&?}o~v`=PQJIuwUjtnq#im8wreCE(Xk zneaALc0nOjKMmt%{WzrrFk+zer;0%#!?8)}FgXkD#H%_`pb#S(cZU9iw!d-g*da`e zTGk+b_Dfm#fwP7*> zKiUr^gBd@%fv!WKuPZY#UItB#lN!T`iFc!=O>1Z^T7}D3>f`UpPzS6f_F%*I`uIp2 z;%+Nw%8>4y+u`o*ToR@0Y39c(LB6MtmoMjHS#QV4)&tS9adDKidu(4bhfCC0=(4cu zGuX%m<|pzD)FbDikl_64W2h;x6R!+OaveH{sY7g%<$8jg*dH&Z8L{FPA1NRDg-cRR z*5%}Y@pqs|vJ%UnBd}AW^u?BjGp49WbVr-}?-D1_|G5{TG7LJJJH)3JX`wyHir%1_ zyT2kv9(^M=*CW4ohko%hv7elsg*f`P9l7otlxfwVkugKBQXl##*HGy-G8CFe==uVo zU7VL7EaoM5W+)TV#7b3YU>4+wk`mCMMxncnEve=4)fcoiqa;)=Ij}LtJsta6Oe`N> zhA}{8R&hb3?1_(%56z&dqi*Xv4_Y82zQOz^Gtb{TLHp7j8VGl2<^rLD8il>hOOmZn zqpYl$Bp$01rAKz?1fbMt`!HUHU5}9&*umJ2)Vt{V9`n}AiM0s6Ijj!r8FFYPj)fXw z>&#)LuK27AHP#QPU3reND;IPqMWELz6UO+Ux~K$&QBh(l&o?UM3zNDW=kd95dFHJ) z^VS?1i0Se2gmqGxGtu&^SClN;7%8JOMaqoM5i*#1zeP8zbQwb(K+V%rS-a7f7A;uc zQxgsDKrJ&RQBHPEltDFZ(jYoshC=mN@??x`s|p38DN<^@3zs#&Q-89)+I$W;KQ+(e zS;VCv*6w4eBSu2kNqtfj`II41R<~fykQci?7$-mG$I8@)F=BlXE!m+)c>z`JW2jvx zcCkunV)D5sVRC$Zn3TqUngPT2m%HpaQ&MmFP!2C!zMAN^D#G9T-3P{lsVDL0V!a^WLNY^;;tGkJ|GAKKBhf zH4yilcR|g!1*(({#FkcxGA?(bxK6Q20Bf*s7h@&9Ei?pW!letfRWai4XvUY>pIYCD z|9FwN$oEHxTkQstYtVstB5`_GlFXk94d+iuQVwdA%5LZ*(I(>y+oTU`s9FIrQn6B` zEMYCT>;TV;Xve)J^bFXe?@v9oJ6t|KU|l?)^~(Tq zD}Gsmb^?>h6C868hj#s7PN3_lIg|NFjF-BrgUU~R#QLkl<}fMGnye{QcHYIHM#&8YUZGGa zT{=`=T_mT+!rprF?8bv^#NTg79}EHCGR6ed5~*&uzvK_ zSb4EFTAmG#lwCg)x1dI8+{`LB(P6uJP}bpNwTP$B=yPZ8QJZ5~{4s=QCs$ebpWTxn zgN8z*Qz%X*LM@xQRkX;KNSR%a=V~52FC{O}V@@uQXD!3E2O0lE;)atuwHD*4gsvuc zrrrsL_O^I}+@nuDzfpVl;(6M^NRgruGHyw@JU<6b@OPe_Ql~v34h|W|Gos=6&OmIC z{*CNQz1J;9%J?vr7OaEIMaubR5pw@NHT#V});Gq8b? zzyg*-bFdxSkG;U>_5mr_4eVnZkcCaW8qaI?7b*ay0!EOA*UaB@JPE8I5_rK&+89;F zPX7Qs0g}AlS3?{6>BK_3o*oS}6i7j{a_r*U1XxB(;D9ZFYjM7Y*Y>AwGip(GW?k~g zTlYBlYOhJa&?lO-9F!n^cLA~Ix`4L4^4%3!B~qdTFr}Y>hh*=mzvXk*AFBZPw~Q4jS=leQa)E(%h#Iu!94AfbF@mqpllpQJ?`!5g#NIlnL8% zyXnCv?)q}PQDX!B^bjy&({A9tz;|901d;?Cq6)9kpQZ1872O~MgzxyAp&676z=!~K1qv@duFy`~q*J{$ty=V{Gmvk@9TA&55)=&4>Nzwiq zkpvVg4my_zcI3SRY#2CuE8t5boP7Sa^iQZzs(6$2InydaqN$Er#l!&-}7RB{&|3~PIJ}@CtP&qBZHoV#-TV+mVOP4T5^MruKeMrH`(R= z?J{=L=Kh6CFdl5`9=4v_t*2>yAOVr7Qe~CwVz$Eec&*Y@PYHlTcj9JyK4Jgw1gvYAP09n zmCjQOL91gJhEKZrs{a_1u4TvM!al$U8RN>Y&;(=#ssmhQZ!YGBd)R$!EK(b4ltD{9 z^-KpZEg5Lk_q1^X==ynsuV%wW_7*eg%~vKZWH#%RM6+J2gZ)kN*Ge}0;4ah&chLRB z&YJMBi#j#zq3M=5YhiZr9>3j9FMfm;0DGS7?x(9x5F7UTs{{7)gxEFI8<;i_srrMU z;2BImkRb!{QNDW#v}mWTkM=m`%&xz#da03zPCDnQb+Z}O0s4y(&_Zmx=c9vwuv8B) z0bw$0z5)LF_8?=$4+a7i8pOPI!H$CQgAjIYuN(xO%q)W*+vBEP*d6^zF{56u<)i0- z=e7D7%7mQQ9)7j!DLY&<_Xn}>S~>UL~+GqxMEt&g62;i8W1Ts7LmP4^e@ zP}}cbdhwzUR5K=B!8jKOLw`gYF~pj^JGI#*bxW|Po~vfmm5i@M8b93!mBH3!CiNa>1}5gOp3Gqu`tZ0FbOqR15A^tf7+JX+ z@e*IlfeqUAdlWyd!!ef6z4-pDgF(Z64La25s)x(D>!lu^+F`a)4R_epI47_sU{+Vw z6Wf48kav?x1p#@D?)G;32Y?c2ax zGX9*eX$05l;u8Ja+R+>$49^SG;3s8f6WPuckwS!7}dguS^_x(rq>W?+a*5x)nrHY z>f}XYm7N-;Jb7|CbKejd-o{t&vwM23?NCWQ^3xBaO?ntwjxCq{^?o{F=DC1L0>wH4 z)O39T@?#Sh-430SPi9wbaMw-4UU+ElqUf4A?f=SGKfE>R$>(NWIUaf!#x^<|5X~a^ z19}f64<8~gry*w#XP3I>+j+P4|1M?^7@B$?ohca{B1JbiiN-`)NC9 zBbF}*$_>3#+2_ErnMY3`R~Kn}QWju!#I;VXTy$iJi}oGisxzm#>yXx-Iu}UoWmj)q zp50fSnws=Quvx#d8~KxI*a8$QS&6@yxc)A2qiAkmZpc04m4jKE95?IztxytiuS-DQ z;)(YQ7{?*| zxfq1a?QRFe6uT>ol;(U4bwfMm>mc(rtALMY$?vBlyO?!wc3|Cu@O6CN8~bX3eIx-l z`;|VM9nc|pqcP%m-$!R0@zp`E{WLzSS&PM)wa#E*z7NR()JJjnb~yI_j5=X+lRv13 z4tmgk{PYk$8cpopK^%XC?VtPI59$MR3f)peY8(e(dl?%;!NGM&NO>eHpXW0c585ov z?|X?|t<+QFosF6f7=6~8ewwigaN0cn+K;**3wib-wNgeCwMl>cYXFc@jz;3(m%ikI zUC?T@^w-@tsH?CwpVH)2>@%_&^McJ@rT?F>-z>nKS3-TWHiMhazu>Md(|YOD=0>dv zHAYBCn3V$7t7RV=d^PGE`@PR8FGhiFTlgyg^ z1#z`I6lhj|wGh{uuOhephVHN8cW3Ay^<(B+P_t1JrS&3aO=Vm&u-8dYtBhejh5=ay z3Y=-Fi$40rRZsQs&>BD)^HXy@x@OcByS%l`Y#-eOl<_6>HG1EyBl-|?_5fKWhipR+ z4;Xhg`n01Ywz7-)I!tWcM}4%F+F>;?=f%X`5#+tW?wYQGr*1iH)JLwqS{FLE31L7_ z#{;81MBSM{O+>$s-2$F_n|O2+yW{h;bI|GV+uD!V&KKHB4>Uh(pccpxsLznn$WuNq zg#w~E6arsAF>eJ7+IzjLW*_0MBUgEod867rb+vj_t!(@q4-|d(P;9`EObI2 zXDlZVt)SLfMyK9-8(t@o&4U&TZ$ed)|1e!!2?)bZrUyfa?=0 z+u<88+jD(Ss9+4(I=*H_G9kaaU?ce3ck)f8IR<^=0X2%rO+!39bVMDaMwIYV%WJci zx&!39F#4;(cp4L*u(jKYFJs3xjt+cY)fC7%zjeYE2Gak=$ONPWc2Q(@fL@;m{Fw14 zpogJ|Ws!?cI_;|E+q-M8N}gKkXQO6+h~Hc!|B`RU;+HXuGl4m@gtE4Z0Qw#UWkn?Z zZ(&|fQ9B+5!utxCG;{d;8)IRf`auPe6S4llUcO_C$irsc)G@A?UL5P9AN#s$B-Djh zpjmrj^VZYOCSB#_ufrK%D0Z834eOr0w0oR2-D#*#ko_mQ-w|wu?+9KS7O>7rKgAC@D5o z57f(ipS~R5L9@^o8jUVxO`5;FSuZxA25kq`Kp6S=DP#Fe-bKHS(*>-d$NA{o=6>qJ+FWj%waXONU9?j# z4f!xTenP%1>4@Lphub(W*0Pt@qkb>C#7#4QaM!MjJay~^C<%K*o91O!^KkBM#4dNR zu8M~C=MwPno7Bd{ias}33-I|}66^ICY{AIO~YeJO) zjiXq-_2^Eh_E<~qdTr7<&>L=d1(v;;T8~<4RBLL}K2SPzqdq0)I$&dFgJb7i!$_QSIiZFRUgVN6l?q0_6egPaAbrIJKQn)0L;qlE^k{wXNNN zn2+^S-@+zsH;kBC3){p_Tj3J}p?SIkB}ygcH4Ddnd|sS6P_r?Q?*?|#_m#Wq>AF3& zOoX#;PB!SI;chza4paiHHFpm%snQ**F(WG4SJMX*lJDev=H`r8G3=+jiE{5x9iwt z#oq4v1gfO(dAxP@VIQ8Y_-aKclPa_|>4BnVUDp_DO={GM8L3lp;a~Z%%>vL|6vD^w z;Zya=%i~>iA(WA`@4M;h&mMXtol%S5^;S>TFr!YGbQbi4_cu|~l6S{tBA;U~ner1y zXs1{~>>G(f>YR4grL|ap*bI7Vy1OPG@YIPHy>tXLT$7+id6CCgE5G#9)x^lF%wl@#@RzHKCI=Q_-cE6<}E&EBpZ-p#r3~Xl&9g!=TSXk7nXT2XA61?bfBO zb~A{}NI_!WS=t>;n;S+^dj|2$s}ladfwd#^c-0wwuMW^sk<8&)^nadnj^pB~&+yA4 z-;8>0pN}3mZqh*JY!7z0%KZ;IjOix+?@!(hAg2dHf6x~S8S1$W$idp=2>ifaw_QTE zBISRA$^jeghR=_&QD@xdw};eA&*=ZJ)EB?A-g}Rql2cYAXQ=biopROAB|WtGAW!YK z)l1)&^VTfKeY8F_#c{h#`edj{)9*2B)&tNK;hWzw@tlu2Phjr%VORH&j=5ZPwb7tQ zr@LvQqlcb{PA_8*qmFFmtqq{(bc1>{C)9OHeKtRbzpjhtc?@Kg3Ey&3CKa{hJV&AA?b#GLYvO!}Re zKIp1h-A_|9wx_-vgAbFlHzPHeqdgO-kL~qWS#nqf>ZOX*mB>|O0+Knvpm|EWYDcr1 z7OCT*4NDre@kA(`p!Ml{35w1V#8Ud$nm$Wio(0z9nJF@{4nDzmb~?Tf{Qfz%z3zL~ zNqcVUriQgWHB)wHZRTXq`VIe}^O-jsnnBjf6+GxCHb1T*^v_Pj7!UMG47%V?EsoSM z|6vD<_`b9OI=qjaR6BLk+|aGubD+(Y25r#CO{?ti(6;D$!EHa?QG#c9H=*e*!W^Tg zAKj>Nx%O9VYANlE;Amfult*`0(Ot=@%n81;lXc`{a#c3|v-b>Zr>cP(`HANz_ldPf zT=d2PgJ$R1RiMp7lYjEk(@x%+X|}K4jNo}KHT9E`&^DigE)pNKKPO7Ww~sQm1?iwB zL;{d$U0n3bV;61NlC@)QcMZ$rsmn7M)n~7_jv4N&zYDaJeW4cWNITd3bp_W?%!#k% zMK{>nUTm!;acmKif4hrrK4{PZP_%yJxz+RUUYY@)tz67cfBRw5vEzsb)u30Qoonb~ zFaFZ6DS1$d2d!DJwIO!3WvI3UUS8 z2`IxF9s7}{&f4jLv#vF`>U-$YPVro6ST3FgIe6<&)T!HJq1=T!CQnnIwNiuK!+%=R z=6ig6A~xKdSlXB8g#$TnxDy)S9xfVv%T=$dht9eL6>u7(=DcUr8N0pp<76NGKGIi@ zKQ`&GZ)QDVfU{mnTG}76 zU-PdpgUYnmIi)=-u!Dd7-MdL%OZtoUYm@o?-~Y!}H?O77di#HZ=+j`th&UmF{O|pI zUoWra;C6dE|NcH3=*#Cz_TT^hJu)`TYpHwUpZ7JIcB+Nh+gZpM|Jk^QFz#8K|9PLP zFqd6Y<}#Q*{qugcVT|QY{qugg)X8fJU2Jd1O1};usnfq>_1RHZw2#rY;8(=#O5GG5C{9Yr3AWo6PJ4T>O*@66H>3e zH26m59rpHunA5?C5phBUsfCn6{(R1(Yvi?57@2zgdWsEqve?`E`+eGjpBj(a+xTl^ zS&okPCfcw2^KrYOzbm`!|6Pclf{?%8-;?B@*sb=qoM`8-^*PY4uhaHx4{&WT^3VIT zk~Xa=aU?hGIUxVp=S!lqFDZ6DnEx3OC*-e<;RN>!O^N&GxYmjsK!TBlNDwj@F(OWg zAhnQENN&Ud`Op3H#z(WRvFqo*|L<${yq4R8{``NjRr6XJd#0|wL$Ia$DS7Izjja}T zGj*fAFALE@5Hc7sB2LI(YpW$S!n;NGw*LCHE;aL7BFFx{Yt87hj+_13V0+v|1aYvR zTYjmQ*HX;i{+pHY96*ARg-8%G7%?J$y}w0k<+WT7vbUR?>m86}?q@}U?e|3laj>6T zvJu~02iyOf%x5bSZ2uk+#KC@U*+F|PrrH1V&-%3*Jzf}RZ>JW0Duw)c|DJPiw;A?p z{SQ?;*BV+9CS-JiI z5{&%wb{mn;LR0F_bF`PbZJ#FgTu+HTrD!`h;(#P$*H+|TZR#<7X?i^MbXJ4-JbYE^ zwKoA9c`+>Y+S|vR4jFH6FZJeg5jH=wzrD>r*Y`twxN?dQr;aUkB4@a5N?Q~qj2ICoM37oYDI_=Ifc$6M+DR;Hml8+M@joka00~AGB0;u2%OHi&x+MvTZ`Z)Y*KzVwgv0@p7@{#kp~$l1n} zoE@Ah?VZAR&W=c(x%`37KE~SHI!E8E$N?mE`Wel*t1P#-ojUEM#~+Iaq+WY1@v(O) zby@24PpFU6q&x>oo%Tx6zqBd+GcqTC-Hx5f0jCZX{(~B&<~4RdU1F1o&!I+vUf^~^ zAe`@`q(Ykri37e-VlMCtUX_>p7U}Q^XaX=NJ1pg10x+HnKzo23igNc9)Hgl&`$@|LSan)Lk4d)h6;$9N7(22AE8tK2V}` z0Jhc!xB&8?Ej!HfIbBDKEL;o>xHLPj=1vfgnX%&6GfKV!G1|AyDkp%|-vkP=>mWOz zE(QuV8F(SD>u*4Q2?Fvx4LI@)UYoxR3@#C90T7ywyn?@&SJwrIO6HXj;(sPw8Ye?X z($gxV(bK*pV2b%8fHIlAOp+-$0xWW{Z;FE=S1s z1>tfXs(>l9*&B)$FUE9k7|;nIdlQ6L_gk?;`8wdGwAGRJ8vsWr=0abAX6y!9@hdVf zuT2u3#>=~=aZ&*Ki_YJoB)(guM4SeOkSknn4~3TGEf9voP_`^%mvnTK%=i|d3p-rN zO#iIk(EmH2AkW!lHyH@nEui98nVZYNPJ#a4rOlSLf!709KLWg{(^KFkXMwXE0cNoc z$l69ADVu=kYz0mWGNe3^ zuTjxbYHg(4ydN&5nWro4OnZoXb_1$==@dKkZux^6Wit27!`PSo4E%y!wR8Od7PHMJ zQNJZf{6Kb}UkJQ%Mzqui(zbOSP;mO*9N5sk>A(VkUZexQ(g&T#IYBXj*pSKiYW&

    ;C5MlH;v5lBoF^L(})cG3ZQ z2kicGCv;&-lu0*ia$`<{6b5$h`7KsTKZ=p#z+RSI2Woc@`j^*0#i4EaastQ;w($+! z6m$hzVgSBR+o!R|ZS=QBfjAitJjAg>tjyRKBd77}-_rs4EDTD|8#t5;#pAiv-nVE}=#l?4Klse2fxz?0R}d^3XqrbtX0ZkZxyhUYK*fkaHmF4=MV#@vRm`=-{Pg3U!0s= z5i5lruroEgQ;!739@!;IT2zJ_;t*65pDeP`OuLn6H!psf4;uqge5xc+lY~<_Jm8&7wAkzSmnuQ<_~)aTn+pmKgfXnZ3Z%Q z8b7#-Jm|y@%E>^!huLIVVuCy~#Y<0D^fx?OMnpwQb9`Vdy6;?!U9dMmuhSR*?gqU_ z8~W55s6BI8pLuM_JodOuI}tW9-b#?+8{=ids5m)XH&)L62IbVkD4Fy&Leg%FkS8a? zr7ke{rqFft!A7Vae5Oit$RdC?7RpW5@VIemw+`9H@xcM8@Yj5 zrDJ~5LlcvoBlBY^0=x^`t>_si%{^nKVfGkFgzjdW1N0*&tkNI2;e$}dHwY+qFXp2& zG!W>_PAjt%pL&Lm^@W-xS9YjbD#psAoiQ>fl$>-SO02Zgykn#^c@!>(ON7fsVpfwv zKxl!Gy%-lNoxMZFaV$HMFAfzSAbB^41H%!QyjB?sR51ko?SS5?au%!f`5Gxjv9tOU zBINqu2zmb_Tn;T_Zt?etjBP!3TeT{b8uhW=Cd}*fL^Wyu8WWO@$f-KOZ@p>vEx6pwrJ+02!YJ3>NwY2cVpXfHc-+ zSM{hZP@{BAkPY#1lKBJ_3c$PP6El3E8!$GAkP5e~GU_*IA?~4D6S=ZB5K(-{?njR* z1K(`G7+V7UhH~cUOl;;nlthJ~h9U+>^ufl7SCyHYi#@T&-q>lMBuQ{cl0Bmm<#5SF z@iPHm#h)KQh4Z;&l=P??F73#N&gY;2*+;HfhaWGa{lym9vxK%*kOS5NZw;mn*bKcE zP~yJ%BB5prm)^`l0QJqn3l^!)@2h7*XF}W_Fd91@j<4b)*^%IPQSx&@l&oD&yauk> z_?K{*2ld4-wSgfL8yDl_wa|IuVDc(3(xv^;J@az#B{}amA`TX<4hm90{^?RJ?pH9w#L$#>m@ekU&U4p5uLCdj&)34zMM7AjqU+HX!1CKZFNa`H90oQrJ}3o@dU2E?)Rfy^oL4q56OgYKin z6FA}KPEm5DFS())knE078s(#g0Q%l%Kd}8Wq2hl(M9xAX5(|aMf}m*W{xnL?pNW*b z3@BBVgeaPjSeZ2>=SG8USNabYrWA=Du|sXs%3@>a3RZD@Gh)?*jIhIczaGhqq= z+ImU~);}#dO{e9a%_?7+r+Pi14;d6Hv8_X8W!q3GZU~j>{X=E>_)wWIz)^vBuHPOn zDvoxw$PnyF&-@^bXVy(EL5j z3uQybP#O9uM7+O+NY@;p@&owp&bpy;DwbM-`%EjBAQ?Z!N@D3~F&BuCjpWYAwDceU z?6{q=LFG_#8Pq5Es>^yPYJjRYJ4oM;hsnx;c1j1}*T5!cF&+sJ5@10bDufXaseweAW; z`Wf)+ioo16J7Bl;H}}Z|Dby@M5}3HHok)bZZ*_&5shq8A~If9Lj&+NOOymbjdBtH9r-(O z=WFDbSaL)-u{ex;WdX{|`2hTC1mACsqxRa1uk50J+Cg85w*`q8MYxYE_VjTlZJdDe zh5vt*L}>hMQt*9(tT`Jm1+K+Pht5$F4uxOA1fb8&feL3M9|Dt&1S0zh9UgoEMF4tr z%>>m_A!rlvUzeCLxqC89#vWlUc9=C8v?#U{P+3^QFt1D zrzc;`n*oi|)EFSt5waDUjb`X)dr|7a*HG8o4wH=+p~N^3JRivZeLjE1hx_9XbJDOr zc^D#-u7^nFb0Ko$?EK9B)glyKH}PoP8T1T9L;`%oG3 zJXESc(XsnOs3f!I%bgCpE{T01WsqNy&849kD#!O#vE_!ejbDZIfX1scG)>4p?lXhq zXkv$j{(OZlqjldfX@s5EAfFl1M~c@CAl)milF*TObOu_KJz;Vk|1qv1F4&LwRz`eC z;?dJJsEGO|$lN9IGW$TB6e8#CGn0#dM9QdI;Zly6a^V1WIG%M4Hk}SXDcTMih&F#f z+><+y2RgAH=$$A}58I@8j|BPYWt?1qLLyCEjMNOlM|MR??{bl{x+ZaT85EiaS&QLo zyYaEcH|RHX1RwCTZur=-9ORm>(=iwhIKt9B}!FgZrN-T^gAS?1vDmr$9-y8DnL)JsKU zC45{8 zl_RyCwJf#G)hLNR94Q?gBjpD5Lg8+#J?2uMU`NV4zs27AFz20_>(S(*Uk8QBn4h7G zf*NIKU#JAiC&{@LiE=1&qNMSGjt`o#%xPmKFmI$xHDT9V&=a|+L}%8(&8Tz9nLBGk ziAF6J(iH!u-p+!ZXBYGC!`QiB zp|-63IJW8z{lfo8+gnFRm2GXm!MzD2xCL)KxWk;mJ!m|sScTy361?%?4nZ52#w8_j z#oan+(k$KqsA`&fCqCR(oNj*>k2tn#LnMLOU3Q4>BS9`+!v9v#a#s85QMi?$A@#^Vq`f*R!@b~vw6l6YK5kS~exG7XBs&T&u<%%&}BEn{Y@ba+op>;0n^d`S(T z^BdF{#Eu-qjeNwXi|Be`D*lJhJ&uC%2>-iG-8ps}d1^N{OAOq~TKYw%6p5XbET@|% zN!q@6Sy(zoT*|Swc}hR$Q*)AIItM`~;zK>h+9QP=(*XVYF!m|Tg$HwTV{58xn4T&r zP@_~UnJPiOQe^1KWZ6+HS-Q-E&T46#Tpt}R(|DHT5=C9=&$_Z1d7uJuz6j4@s7*E& zpg!e%pc8dF-~UnBEKc*R(%?AjW!4?Xj#I;7Q_G33Q|W)H^-z^CXQ|BNEyiX3jksGQ zUV<0IO2#fxGN}Tw`YO3GnRP#TB+&}>3VCR)g=bKFUU(Af)=S)*T>2HinNQ6e$+{y6 zYLs62SW}aut4^SH$7Y+^^DGXX&3K5v-+_+d7W7vfFF&UaB8G$!L(0Y_%Wi0zKK}yU z1@vn!mN*%_5LyzbQCg0Tl9{8eveZ6GR-J=VF9zBx#+Uz{Nmjf<|M;no15_oYSW^Y1 z$dK8|5`G#=8K|S2+sDiMZgEm-TdYhv2fYb3gjbFzk#A7l9wN69Ggi70x0@4VT47V3 z&`}NL^9=G}V<>6TS+k+K1byY1b+%6V#(fKNI6XP9vsq zDN?y9)Q^*sr6sn!YHqwlgvPKgu!?g#=78sBWA8vQluFJ+CxKj_3F*eQm9ddGwA+Ds z%DydC&Oy7gplhlu$wTa6EmslRvei%;jj|?6*OKv4k$6@V+KfwQSPz9Uw|+cFam7}M zsU`7y8%0XEEgtpwLCf)pzYnF&^&L`W?&TD@?VBR&lal3PDdZy5qO5&?FAyW$yI7@K zb?gD#+cNCR(Psd$PMqONF=HAx0wD_Od7uXC}o!5l5GdFIhA$|CEj*K?d>J-vWj zH;TGo0PE~N%msdTAD_R9JoAKlCN)`JtVojH25OXC336&!oSb1zTOt8^+GbI5Vw_dZ zY-8PU8@yjkhBbXOF>gD0ywP>+{|{n$(dTt!AS0*4*F6Z>b!Qe6a4>Dqm-=Rp_R*c zYOAwe>IYnYP;-CiCjzxU(54TqLo|ZdslyrpFX+S0steh5_E&Zc-NP&SNbMcG6267k z_Sf_G{J;V${D3kHtOT?Q`BIVJ@?G|Fyn4^;;@3;_Dm-!o+KJb%0@ZnDkTzKxthZ|c z+XdqEkZU^B14;r6pc=4(*EN9bEH~(jy#AVY(_c${4$!s3fM-Jsa&#Uv8;7Ab;U4E( z02yxww1-#Oe`^NhvjMQjr`^>2yq8vL>!BN=>lhm2t%r8`>64Oy`kdF|>-C081ejHG zUK!5=JfI^GfR#}z;T6j_|bQ@3XI($_D%HDH86r~eeBhR#OlGk^&I zO^e6{9HKlF7xX=6bIx6$U!YG#ISvt^Jbd?p*VR7(vCdf$_#06CsAj;*n*v!b6|Cno z8}(=wp#5R&lx*RZc3=zpfX&?lg1v)R<9h-(yp;jiN=D$y-2*ia2w4APP;WpBP-Kcx zOQjjLV}0P;V}Kbi4AET^fr|}bhu8b;ES?`YIq>8zP**JJ42-TV@R5f=uip9Tz6$=D z1jK3bl>n`67o?uR4mLrzGGvia9lo+tH`nx!2+_o7;3g+{WuI5~cg6mIPM^3JqUWGR zX=;OMK?|`3$b=2@@H)m*^Vb2=FvV9t>@eu$ngRM}wjjO5EBoco81*spUJa^?)32Ee zpb!hQ1M$cST>w%(2N0ob=)D+_c;E(=N&?dWZeRg!;EVkf0B$fE$jE%xK&U!^xX`bM zd4Rwa!Dg_l4OM|9VK^s-=hJEdNdfY32r8S+g+p}zB;a7!%|IX;nSl+IrQdsi z9<2PzuIg;wQ_QM(LdCs_JAmh0C8ceu(}Zvf|*1e~!Iwo{DH!wR}- z<8XIf!w%gpc3!%$96Ja1_0xbqu>A?_6hF|Yd%~f$v4cK?aYeNUI^CnUUhM_^&z*Tg z#vvt<=psEeWF0UHU}!b{z4Z45KAM!rpv~t5Xv+-j@cf5SCqx1FWxgBXYsWhSCjkmm z9a}dcWsvT`V-DjFvw_B0wz+E^VnlplZ+)E0S97p)bjx=B`VtD5bN<1ayv3-`fOfY( z3*-}+`ZLD!XI^}ln9u~V?O;EY&o8I?==2S~YHi@B>q;9mXCZ&R@sRNW5vh;_?1kOz zn*p=#6>QW>pV&PbC~4o{pj?3(BIhMwSG2!vL`N-=)=7t!=%%$tx#`*+9vTEp>6aNk z>M`4(RZj-${=WF;Ozf4|72XDTivh?=Kj2P-ne(BX4*{Av2$&t;wGRb8w!4>3U+kt? z&w8lOdv9%R_SK&E{dB`cgGTT1*RETjBC!VQk_N##umtwMDMTHCu(ZTSmpy?-0Q+By zANWEQ;aJ68b3={tbc%;A+~}o)*a13|9lMri4$%7bh+W-)Wo5(H@zr_P*)iw3 z1^U$on_U8o%AdFwT^Zk?UuPVlG=XBG;|VX_nB=2%rWmv})F?jNg7jcTqdHd$(Ho~| zk2re+s8=d_TuuDCfm}k54(M?SdW@Rpp;MN4=)5#fUAY11t~2yVRzKa=%3qg%2vFmj zAl>90tT$bZ8d@quC*bF$fD08Mj-A0iT6F~$j*LRO;FH1l=ExHGE`GY5V@tk!hIG8? zuC745TH0}+N?v*=kB@e5=%+#3{PiNc*0+PIVb&6$`}mO~c_AC|Q91z01om~j+YbnP zcI^81?&Oq#Zfan+TI2?0(2agUx}}#qE^pU&ra8|ZBI$zGbPzK=$}^wnsqLC@R^&^#G~HP>LHy3{2m?gZ9-6Z!_? z!6B}xj&E;8mf_nwXy>bwm-f2iqvzZD>7D8Zu3;DJ@=%7n3eZ}6$z_#-$!WlHiMd07 zkhx$JTN?nC#s0c6hi=V?L+IEQ-TneR?$;{JUnOE5`D-n?V*_)Mr)Z#d{u-!lVuIB1 zR*+^72-eQ**6m{@eiN6r*|U2%Hrv-1Xvn<|hhj6zG&@LXA@7yubF1 zf*K_uSiPZkvS4e?Z$R%vteikB-N!vYU|)r+66-krL_fZrcGC-G-8J&5hn76*tpyhP zYTi^o)z1d)NRFspC{PzdjdJ^nQL8S1`h^(o!5Cj=26BmSuSHs5%U_A-i`u&Dox|>W zYl^4t*iOvwg&rr-Pk$w5bWaM)} zDhbV%OOQ@|Wz+-MMn!zhz9FjI-DdN%^2pr!zVUMqy+Tj2GS|5n_&f!L_ z+=Lvz66zLw{^N@f<^(vM9lnK5CLx892jq?dn}B%w2I}m=L7HP&FqCLU&5|4HEo{q> zh5MrOC)|5&bLa}VSI3sr7=BR3A){=u7MpK|FNE{`Q);8G#f@sekNYydA;g6g?8!D~^S zjS%P-29j3?5&s52cMytA7=eenLJ0y5&5R&ug{VQ&@?j^~N-*u)a!w%eDUcc`>9(8t zUUS!$dDtO7*;^+U^3$8pcmNOaHNPE=ZSF)~_cv&aqraZI(HoGrhb}793-DzokT2siyvPB=9)^4+uEr8uNk!k@!pep z>^BXW3UrlwFDJK*>I;PTC!nIe-L*)lr*3cNqhp{{I(5fSe@TG?W0Svb2Fh5JI@srP zu-2hAeBKReIbztK#G858iEYj&ahyP0kK9L2*pL2qKn)T>Ewq^9Y;*#R#{pMw{RpK% zpu0go0aY&s4E5(__~mF|$y~Q12_L@%-OhDt1*8RIcy$(kVH{xzP&K{8CO-f#h3dg4 zN2o3Wa_#~x%KTiR8k`MCKhy%R-(hq7Zg5c#4V>wz(;Il}3MXH+4>IU8a(4<8Q`62G zbtpbu1fM#KT~(Mx&9wyoT?uS^1@^{yy>MvU=y&JL#PQzV+8ZjLwoiQV@c?x$5Tcc^ zwcA|#YC7||ptt5;j*YGcw!IcR<#>!X+~+dS%y;jSU38&uca4ASuA|n`CogE*?EKX8 zn!gS(29vX)V{n8<20L5Yf&9{wwS_11>J9W6iS{6G@m)w);L7ATheaOhKi5;;Eacf+ z)Dk<%*`0$l__Izm<^%oF@}6T={-TL+BtU(&x#<0{ZCm zOK**sL(R^(SIi?eGOoPiiEY?s0yHI+_Im239^Trp8t~r%25omKP*)!Vf{a}i??)SJ z@Q(wmpRDL94hTGQGKzZ~V=nhmH*BTGeae{7&-~AlA$6a-_rzYg{)^+oJ)j*6Z(Kc9J@zF*(h$+LU9aa%fc2hSW!R}5lF2uZ2=RRV;QOw23-q3F`7o%n{M>A=Mxp2crisMVa zK#h_M`jcT$Ra}K0Wjd57k2z*45~`~lLvW7kdL)8!3gqpy)&m-NS zLrF&7Lzi+0N{Vk#SKM<7)d2cXpT5PBqdsLcYPqtk6}qEi{OH6J=o6UJ#0;T&J0o-q z%=2)3r`-$Is}G33J*ayQcl^VetH@V4OfWfUkg;3SofKAhbQ&o zacYeV#33`Wu`kjRnN-+a*N%dY06M%nP)KC$M7=^DE?vc6i~0rV^Ur}=v!GGy#u+u& z*btq4i#k37Yi(ltb$ej!`KT$##o6*;kIQ=KA?Q9<%=6MEkG(bfbYJ~=)u34h25EQ$ zs46>=69T9W(chVP;Na->+ja8N4Rn5mn&b>^CIF|l;FrvIDAXvEp#7N9EmV)TgI0>s1XN)^(}GqlUIla9}Lm%`Jo`g*VcQpw(EiK;B&jy zxM`Q8K*zti>$;X+`faU`diM6y6?y#iRWU< zZBz%%-MO=#Y};LrFjt;XiZln_e<0RJry8Jgs~@bE(NK34M8B>)U%;*lj)2N;0u&9{ zvNKYO^M<3LB^b_c2D665Mnk%X>WfaHn$#L;0K zon{27$2llK7eQCUdZr;d`HBthr(X*SL9Ig{2Vj?3pi^4|ZOewotU-u*35|TQ6+azN z9-0mR09^xZ%hoDJwYpNH9c8`zM~Id~$4(iEp^SArlE`^`Y+a#78AgmKk`HPds8LQp zXY{5tbW0rP6HBhzd#L9r4|OlVwQdmo3MVw}wLR)xWpSecD!=Id#-c39jmLr@Kzb;jX!^d+4h{UOKU$uRglquMW`Q zU2ucGf^ipX%QKol)-GJXgV;BS9I%X-|BAMI(e_AUe}^&Da6U$j{fRXOcI81`eySn) zhrAeIW({TOIP2A(T#7$~zs8O;*J(jPgk8Te4)hSTpRO#-og$@O%|A`=tycVp5T!PgLx(Yjg z;t}KdnuX_J*g#e6sy)ZciP;?WMh;JXhd|DZ%UJ_-t`Vc2VF z;zD_7MStd*1u_dM&)oG#Jp7@qE#|4m$9m~v))xbI8?+iUlzA3ITXdRdN%&7c`ud7_ z{;3Y@6GV{7wWy`}t|YoBS`A%%YO5o#t;4@}(Jpb_wQ+qn&DE$upkcJ2tRGqr1xL?{dKQQxNMybJT|hRqY3^UzK;jyF7rb$oZ18Ywf+ zo<^|_P2qXq)lQ21y(A87Dl>gdmw$gsOl{h|>xO{G0 zu$JQ4-_$<%b`tZ>+TYoZwSH!7Gb?tEH0As({{5sUl)m?P4p!S!H)MrcHM_57cQ$Az zbiKc2pkCp5X^v(*S99VSBG1%ja7{++B#!uelJR&Fw^nd`Ozf!*UCRghl=-2TCgkwd zTsaNul`}v~XAaW*nV>{v4LSf?!i7+_w0XdqmbKxU#;nhM_Lsmmv6&8BpNM@t1N89IKpj5}I!0;(_cPc%&y<=_6Kvy|uPY*~KkSHu6C!v% zSb(VYd|mZyqZqIZXJ7?Rh&^J5{CikVR}TmCtfZngD2K)F|A6k9Xzy7y zTYDD%_OE|0+zm)ixb511-+q9ngW2Jn?KffcV-R9MToFP3^L`d^cQ9|Y*xLD@`_i1g zd|Y7r`+t9rY0O2rlz-mWnywD!>62{jgfqr}HtrDm)HwN{_i1$yR2=1Ox{RPt|GZyy zyE~Y-toY~ss>b+&6K(BS=+|B(efpOZ9drt_wVOWe-S6sPt}{RV+I!*VV4i4BzxIy% zJD4x$Nk9D-^mQ=revy9tvohYSru1uXn3sb&;+m~JCv3(Zu|xiS96F2s7R^h)`Pf4c@kUgfmZJ$baA8NOXHI*4CCQ?fktyALH87->==vwGqfa?@w)PchzWH zf9z?`4*B;!Uxztc`#rY|;&%qb75RH(sBFt4-*fqCuC*Y0kq9Il2}1@U2E-K+#2Ily z>=8TU-}i5FdupQ|wz2&0zdP0wT8dqN{kx6SK!ujrez%wVMj+ux7%~VkAg+iY&WICY zkJusqzK?aWr5zr&HvisryV3o?@464C{V-$@VnAGxzt>ha=BbIRtq*_y+P1{$rW^jd zYu)kpm|3=KBP@&o5yZ}RZqCbGkNjTyS{Tn>BmxOX!jM6T0r~s=E!o<^{M6ZYPkXMn zL(;gP1&OfT7ZJqHc5d!U4K{tH?YC)swjdFb|GeE$;&I!twsud`Ui!A(zq5n6&rn<2PPA>0 z*db}mlLd)D!Vp31Z0F|ntZ{OcPsbXV{IM(HyH2_9KcA~L*vS3j>DOLIVysV;t-ZbU zFMagsO&_lpwYB-z^Zm1ngV`lt`i(-`Udu!3lvlHpp z-WS??n2ygen(*A=#!FlO{yRICKx&Sn#ePtu1V9T=dO5Fe=jK&^V4Qb0@~S^OYv!09 zB}d~d-{F0Sc!fQr9Pr^M>|TD}Bwv$F5}5+@?yO1Tfn<3Cskrg8MSce=KN(1UZeU>g z4LXZ2KrlYD`zUe{*zbpDW-0xMwxXk*bO1Cos|tz_mJ+W;g3b z>@@s46b02%Bw+_Tkmh3tMLzUS-b=B*3*LumCkn z1{Ww8IG+mi;2oONl{d*~RXm10F!faTqxGG@vf@DFjHupfF&%cj9Ep(^#qcHAXy2K=txGN`|rn zaA)+xCH&Sz4~7cNQI9#kfmNg#erw^L{8@i z68s1|YM3A|N5x5|nz6EUQM82Iu*wm3G(9lw2W3vFW585bFi$fX7qE}D^erpnD+45} z`Ul{GFVG2nSpGY^I9~?h3OwX7kd?@DaWeJ>@Q%w?Dcg~G$JQbqqBk3SWIugg4+Lp7 zkT1k@ota&?fq85I9y`n`BcEH?dDkMp0-=da1KMmg1KTi*KahxCGq@IgRbgxiQ)4CX zE8y1$fYIz=ci65Lxp|Ft!qMk2^vKw4aQ>Z)e-?0v)_%Z6p+*^XB|*Ld30ZkMR;t&J z5$BL7N$Fvge48zDy%IZXV*}3^ch!yf!4jYo(}AP_O_{`fA9YHR=D@i=uS%BK_#`=B zogKe@;-x~bSZUlXS|-hh8U_2P90%0q7v?(B=jiwu zYKq0lGW06cD9}^9V;B3h!N5yAqoqTTRTh-B$f8)r#JHRI0`o(^jazXoc7LWdbB)eh z@ZEAlie$b8ZNkbV`KfuL49J`yec!W-Zepxd1}bu)K$M)#1uSVadN_q$V`qzc1I=Pi zY`bxnrk_uNj-2DWehvw8bbh>CX&Nuj*2T%Ts913a(l{b5S_(ahl6pTA4}k6HLZFbu zi?{QDdbPvW>O(KRj|)(3VWufp!=dw{9sNtUndMqPJZyj*7o>Th|Y zWYb(IGj=mRfBI4f7+87cxHNNK26~%v_(Ub<&>4HG3v~uD@MkCJJW>emlL~UrCr__8Mqu+VqdG=n*((FDt3<@H9-GUT(DuK z4RqNDJuYSr)1XHA5`!M^BuV7fMA;2gXGFnxal8~Ot`lOU%H1d#86PDJwz8}C0*kc2 z52O!!Z-xG*5Cbmvf>yx|+u%Hyen$hl+X>`u9q~Tz7a(6xfH*w>)(E}N-J9$V4-B%z zlqBGtiBb>hgh~BlrOfhZaZH4&VlNXrla(&SQ zK41hIoYH`P2~;xpYPBgTGNxgQ%qT?eKA9-PgA-)k3$QkEu*wJ9*UV+k_$K)eh{ zj+35SV#O;MTC30~S@g&v8SJf+CkOLD46NUbxLOT(TXkX@W9`@iY9`{(NC#k##J)jS zEwUz*THz6PIh;J>hRq;_(bqEkabk~D+4?y}+6_*Tmrf~?*gsjyXGxN=9`V5HVkB1^ ztN0T4trvi=F%R+hTqHJAl(CFK&T@WuCHai+@2|!7f{2wVj2Refyv*d{g zAc?bpe@=oj1bcZ%U+N6OMg~K-VHYc>`^JbP_E7mS{l00Hh15`ipZU#tVj$!6;&+qK z=k!o$Scr*3p5dP_p*4C7q?+GV&uEdjEZETPXmN(t#ER~0_OX_nxR2lb_J+96amYI; zwfOGcC-M;2#UYoWMo9=tlq2`!CH!QpILwNcDa4x>X8a9bZMK8j#0M&en#7t4)E~&F zD#ZCZ_%E?_Z9aBnkG9H|Cl<+wJw9E{+>Qex%J_;7#P_Ky1|qdzC(9M*WEr^&Iv!Jk z_>o(Dp$jtI0;2aiMoQm;;wLyt6c}pPIQ$wqhxycUz28G)a4J%EUW}BVo=3{0%+za7 zncI;T$$S!hlRN4&KN+~kM&_stQWa?z94EQY0}U<>jMfk%t>;F|TF)riPtG|;|L=AO zGJ7;qdRC5c=f%i^ zCDBs8nN^+;2O1|6s|o>m^@EBcEmCrxfdT?Lf=i#FTCt0iMj0bzb@oUZ>&X4eM#_nr z(4|0)65lLY78FmCZ@1&+MNX*CT!7F!TO=g|`7+uhSGSv_CqC-78tND5913rOE@dYW zcE;Nj`h(X%C5sWO&H_C)^)kuGp3qcq9LneV=qy{PN!AYGduRl{L5-3Uk}Ns4CQ0L& ziPHNfYlW-CK=zJ~E&K7q~^7cNI4Nr*??@Utln@K7+NRkQA zX0556B-WD&6730WKc`jR-o~%zQ>$TbV~jw|1E3lRGRt%PWbq*KH*u@rFVv*?tG9ou z#8pU@=Yc8mp8BMlU9vdYCyMKDak8u~6bZx0Q8&m1d+O3f*kiDGe!QZoE z-|z6}UYn>}fNtl7Hl%0$WT|*NQDPII;2IPojeyV2Y7JZ)f9rVJEHkOi+gb4kGq#HC zvOt9rMNEmte>r+?g>H%V=4~K8;`3FJaeR*00qxOYa#1W4FK3A7EmCCq`ea!~KDN~z zOFsc6o)shayIUpoCJ^1utRJwyo}W!p_fK^50;ue3;w_&aXCqcQ;=iTwO>}(Zm`TnN zce6u@GKTXHCX*b*mXDlazJb^tgBoR^L#pf=m?9lsCCgiE<{33W&9kfl8b!$w3}uo>t+c0ikv^|ncNJ;r`mr_BUB5Vu@_(5p#YInKhDy7Qf- zGgLlqeCG#k4}S0yv?$l_N6H}RQ2e3g@P-aWpAko1;}5L)hT55=Rc7G)POM99!uror z7D@)zg=H#3Wm1E=Xh4o?VUk6iShv#t17sR~a3*eiz}CNdK`Vm~oa<|n9wUeglTFgC zU9`L_6(yCdP#91Hlw~ej;xnhWpa*>DGt>n+p%MvTzKbO=&lgP++BZpZElZR+yA#CG z5-)S+5)&;k@}^vrEM#s%?_ksGu-yUVt8PE)vK(!pq-Y0(o*I5$Ct|!S6g@jxlS3=^ z_D+HX9gLSosd4g4O01M-?fR}uv>bG?%9kS+sSt^;p|gYNtN?3s4{XF2`v}iP`^2~z zA5&z}tQ2WTZeR8xNp`;kY91Xgo*81K&tt3H8DWujOmwP`aS&g#OU-jDki6YLxv@Ert?H7A;MYZ8@M^?2|0bp+R-0 zFVhD`Lj?!T(l+P^h)JV6K*QOTw(GODL4G4|`ZI_3TC%o4kA=~r9dmQ@CzCuZi2Y%c zTYkpYu*GrMq(do_Y%hup7G_S10evrneO84srGZHfW247Ipf+ooAUht$LIwcM7!;ce zvq#Gy|0p>Pt>CkLP@0hUOD`u5F-8k6NEnY(M#mlTGv2ti16amemCDzF*bEwg3je_c+BI}>L&=ce& zSO3KGheFtN8Em~W6o#ju-%CQLR+Ib*g@zCJ^g{9+f$odg*BWY+T*IR;yrG?bW)KIi*WcLuP=;XIJIwTkgKpG<6@gKmFKl}*2-O6k_A zVlAF3PHrhO47!8;6_aJf&P3@$J}>edTChmg_UDP~*!og|B7r`>D?wdV1m8lYkPj;p ztM}rol`CPxP;BPC1|35WYRZ$$b4TbG$dxv#-`2#JvPgFFc3t9&Ki_3AKrOgGR%*0n zjp1aG^;f9X5?HH8K|5q+?N9Ex6Gz`u$d&Y?26?aMUFt;EXiK3dN@LCOfqC7-bD|li z&@=UGO!FVqRjx0gOyl0R7|{O#vHdypJRhN#$II|emnUFa@~{0cP=v1r8h zSji8a=Hi4XDKo_?8zf39HnhsFduAC{n`a_fIcDM+0(z@n3VW&om5_gmtXh;T!Os$9 zJ!|3wC_cBc4s)?UpYdmm*g@s^8H$xh(CIbUf?bl=RuARbBC&a%H|KqzHJSj;P`F7F zUE-wR>sUEph?U$!=?8QbAIw&fDi#UIfe+$ywc@D7phP)kjg-QPk#Z*~QnEpHdw})w z);r9{bk@tsky5p7q%^MqO%pNcEb%F&U8MY+gio8O$q%zmK%N}q`OXpS54k-mMclCE z7So{Iz?KuBul=+xMoOH4#?Xy+snxGD_n#A~^=YFf*G@RfnuX(f;`KS?^9kq(v8~@H zr%LNCsnR5Ss*IkIBFnz<9HM2iynmc1L#Y>!L+O|~KjXRuolY2bFuB$u>tCwJrj_ESv-}ayCUAy@&-+`HY6fFw1jjZCAw0+I}%oU?y~rjd^x> zoM)C3SW_CH66wivJmSbY*1Qd9uLYl%y3w`=f5*P7W2+~|LnBAs++b^@1Wh|G+xi}n z{Ns;G!#|G7dxsS2^JKaCG*M;`PY{buzt3VN@ij5|95vJ_=##qe%mdraNc}c`G<7~T zow*;hIenRvP}UYmB>8WI1uBcv6{VqHM~>q?#ZAzJdXc3eensdbs$MGan? zeEM|^IiNRf8qpbT48@Nd48*>nWBO?{&kyb=%EHm~=|!CU0p(PsSm;N2)-)9gt)s5k zE%c0&?N}pkWIl(Zd)iq{OfUzs)(K{wJ>q0G*G;VyBgWj(@=Nh3$@__Cg0Hyu45(SC zSI=_ITm1hsM@t`SKE_q)3{)}Mlf}^t-DtZ6$-N+6^86kry?K67oc1P#K-W|)T2@1? zWLV1B8xzy>FfVsa@`Ace@X0^%$05YkJ1deUXEM)IhCy-DKS9dPX3cdiP8LIfS#4;n zOkNQqg`wnZ(8wx7PxG7-AOA%CcnH67A^*4`+nPgtL~WJfOBOr30;N5)Z!S;0G|5Zr zmGo7=XoFs>0xiVxV9gIC$&Odgv-8S#8(ztuJr7vkCSI4{$*b18fDdd(HuGxudS1&1 z{$kH7;ah$VF4W^ycmaN= z^s5Q|tlwMHGIZBxA#N(G*~vSjmyUYmt+_3JTCFUv*XJ|p6kZ+A3KZ=)udr8c1)QW8 z5LsWSUi^7YA1P@7ipb|LKn3PM^Ux)iJ@w*TZ>0fd$|i?!^nPMpth0UGhvs2ei_EhrwMxp{Tn6}WW~q!YWiHn|e4IqiTv zO$*VVW1;Lw3(??hnhB^QGNpE)p3TcOfx%i5c-zd;Mr{Jsg-2I* zlji!PNFiuZ7W;%~0lu%Ak2W+!BYTDDE2wUsxUj45RbQ?2yPr17>aPd>^w+!z0V;n4 zYPRyg*_a!bg+}e_7@}9khvHfZ3ZQb3=E`D*tC27Ud=UnlGg)G2$>*#Thwz=&>Je^4U~%?hL;PjBs%7f2V! zen48bX9q&WEBxzto&Ro0=D!rM%hFH`lm%*u9gPB((*lUXUg$GcpM#==Yd-^rNafXk z8-(ULFqDqyzX5WsF3>DKFF?ApQ}dt9@uG3);0TZbuAO(EJ_AGO3G~Ds7()AuK+Tch zF3@#A7qQPbSpByc^<4+34zM-bj^&--uyZcIAN3hn8IXk>oagxvqJtWH>kS~vXAb#k z;&gw_JvmTAR|jj=eNd}(1}?fkM85$=`|T?fAM`m5abUbH7;npLK>e+~bZmcM{iz;$ z+SyA(*zJ1wQa@eKZngQR1nE=Y6L)}5tiw;%*2JfPM|E-o+5{Zt9I^sA3!J4a(&SAK zbzbVOZ-Mzefl{KIr;j$LUrnk7Xg1*T^9~xdnK?uc(AF{9a_G!_0kv|($EP8Su=^0~ zeiaaz8TH(?%o=x{ZSScMvqLZR*+(nQ0@egn-4}|E`9*^D%`_lM*mMDGw=whbG&ep3 z6!H?VkzL4cpett?Z#>i%gMahY(w+R&zJWnqYx?UZZ$QvO{=1FP&8n8iY&+jrE3_ zpoUQg_XhfdO&umC90=&GH3k7&914797_cRd;|F73{eiyp0rGsXmwsOEre1kHwdQCa z-I406nIHJ+n%@mNFVbJ9Y!1-0!@v}K0h6pBqRoJ5e!2{F5Bs-KC3MH`ZGKP+NORU| z?mA+MyOy9|Teh%kd7O{__Q+3r#rkVGb}k=U5WSwge}HnbMojjs&^2guPA zVqdMwK)|u}iTiu$ocbQ>xYAR{X7Sd&>;P})1-xkj^b%czv~)c7mBbFgW1uD?PW(pf z^FjZmiC^wWQ*_w^J?=)2`^I>v8}ul%5xr8uh{ucZ zODE>GHpfo*r~e2qE&UTdwa-_N`2msY9H1Ky2I=k|M$J$W_|RtHw#2m{;(?8xpa^z+ zn(Ke!`p3lKMs>Y(Gjsr_jegpqmO;ll_-maH{<`-#G)O>_7Ht4-1tdS5_8!**>U=3g zkDya~{4}Wz&{M|wkersK1~f#~fOi5_JkR`=Bj=4q*S`_pra-gO%p9l()&^-e=mv&e zhl;0Nh)y9N zuueeQ(gqT%EYMJviS4BV3$D0gD+md{%d9ehKO%F;N$Cm0{%xoFLZIoU);5Jn5P~) z?5(4Me06<_pB7f&-KzsM<9^_I6OB3t3ZpXELhX~}QRe(3v2Y4)%(aK61F3`9rv~d3 z;=#RdK%~8(wK@ueTCm1D0c&5x zj_1r_7?iHdfF^X7cl|%tuwA z-hYIK=pA$uQSb-FTs6j05+50X%(NY$jVMpP*#(tD;hh1xcU7Rq60gkbje2b?aTtHU z)RdZwaa5Z|4KW5?j_$3OgZ(v?UE=Lsu-!I6*kX|O@;7SKsu0}>Ex}Q2ZF>=7B{8f6 zGM4$NPQL#P&By%G)CJT(<^Od z(7XuwRes)<&URXh_;e2*DHTG=m{Gqq@4E0vGmOfh1(N8A>v%d4$sNrR>t^U~9 z4197C(A(wY7Op?farhD_2j&A`|Akl@2Hi=sF1mkuckOq}UHeX?Pf)}>df=++kW-ov>&Rh^@vlxEP#<~%SLXPE+Q~@H8RrU|wiCLW>!A;qcD;a-# z#u|xS;k+JpnPEH-{GsTR`RN$!u1(0rzGJ-AuC}k1>tN8C>jE{?5~KDck2Ucjt}X7Z z2K3(SIBi?70V^@f#Pvt<)!(22+RoYxy}W!!E%S+b7hQ#XrKaY%fzLzv{_UUGL8dNx zHKDt<3Ub%HA)Xrj!Anp0`)d1H{^&nQZx)A=gIs6d7x*=LDzF0@9&B#-5%hsInkVeI2fG%EQU<-e{0kl2$E>CT=##`rf_0f3L@YKL9= zjSkT#`o|LQGqaEk&{RIRiBQGBA5&!A0zh&&DKT2xDK!d~apG-!b2nphmgXK2#lBLNPMQ zPiy%abXh}xef`#76ORPwp_D*%dvr${N2iAQ6NPIr(AntX>Kn}zILc0@tH@K-i z^c!;>JoJ4>FHPLwqhH$iY0*@JUWG29&TFXR-UMqI)~wYJ0;i`A>O-wv0vl_|m}?-> zwsUHps=~=qbGsS&%XhE-=aXhPA$;WF<1+v1Z%PPMr}^5`h>OXVs!0Qgu0^` zx++dQN47$jmonE~z0Y~*n_sT%kNy7)cF{{vyMObI6YI z#B%gl4jsl33p3_vry(yo=-7>}`YFDM#Tdz1&8Q*5ex|Oiz;mcVTx)>FY6JN>mHPiK^ZAtL55%xaNC4-qe^7%{>liNK zr{~@EC3SpK1s{!?K%Rn5vqb}cy*4U9_xJ~C$8*8jiF{ks(WnhOKyil+oXSLA#Rdl8 zGiA|#8|0XyyY^`0q4^tmX@e|2I{v<|=3y;cv$DUgtP-Hz4zd1srPijlimbtNFes$H zqVw|D^we_DT+sJ69G~LXQB!gGSP&?os#_R((J44RDXwh4ivllA-;d?|q6=C4V;TnF2&%QH!i^=q@% zKo`AhP!Cn-bA@)g-KC?tJnEuN(z*%^VI(I~7b3QhJ=LXnAS#Rk5%5~Io2fFBJ@_nk4n@;rf(7_qJG*eL@ z?a|VpFL?&B3ICrJ$r>M9=-ZUsIRM*(Dk*9JO}ZEhWC*>G<2T&_M4YBf8wK0vm2m#@z=pn z|IND@qz~*^r$AZvU?0@RX+am398G zg25U?U9cb{6fe|;Avsx}aPNEAwuji&&V%>CbO;0GYeRR`VU+u~o z;KB{)OrUznvW&G!bfDIsY1Er5S#Mk*Ha%gTL_Ls`IJXpu#otFV#uuC1c;?}*?Jhv` z?c}4K@AzuAYzB?LY|x%7paUEfpue%6=z2a__jZNem38%5)?H!5rP|ENDQtRkDQZ#1 z_`g!46kq9RzID1BumWdb9!`ioVuz$z{vDhw>wHIZ^-;EKBKS=hB8Z*s-0Vzy6VBNF zX5n*$?K?yeJKMRr0@v0aZTou~pDjp)?R!KJJKMS0WuBwiaft0VVf14VVnAFGLH_f8 z)~B5Vga3VB%F>r&-~004-=imOY#sB@`}8H- z_Y<~uBIwgU@7J!`j^^Gz|GZxf7@zfrUg_6fBz^j~e5Rv0s$=?%H<0lb^Gd(=8Z+)| z-^ZOkNp(d=(bzxI|ho~U8z*Pe-3_L7~&{-?P(IM>m?W^jWBdN2r(e8h#=006Y|$O-!se6Jg#T@jdKg_)%@Pxf8VDp_*JDa zTc7^kSiHFI@?_g}e?9J3(;Ur9YS?}o&OC)7|9yW4V=Hs|+S+oZoxj)Th1kWSakgvs za%}|i&-)WjZXMt9KbwaT=B&{a+i(B-@fSqrJ6&yUoTmR4B>l#c2|X46+19ol?WPf@ zEJ%bcULk_m+0M;wGaSuF8~yd~s!nw@2bH${F8%uGJl)Yesiv*Xzo+|}#K)=rw(G(f zTNpA3F(9tU-)n0c<0@ay*4E#@*2vsdZT#O|+ljIFsb#zNUv)BnlB0Q8Zrk51jAt(r zfrKMr$RNak{QdrJ4|6nk%wlWTp6l(9G;F|v{A(WyVLvCn+t0uMO(^ZP%4BQrpY^LG z?L4=$wc|{moRGin-#M;XmDP65zxI6y^S3yc?QcR`|9P8{6CKTuzm(;=|Ev#j;~mYl zp4ooy%6D%_t z#QG*`Yukyo?GZa9jk&WR5w3q!g`}7&xQ*vLwf$7)Ycx?CXr}Wcl z8)9tz09*gkPoLMY`SaiX<*(=a@@Pl1>16tir!;k6)^uDG-9vv>zUwa>y9q-EAqK=1 z5yTmBLhKPcBn>;VAQ3iuLIkn1otv)^%M!oGveW#|g6u^ikZ>dn8H5-RS40qJ#0jxS z?2t6tu^bL$`Hxz}9@xci(}0En>u3)=Zpj6cY(8z0dQhZPxdHqIScMHvQKqs*`a+Fz zEvH2$edD$8kHGid@ftkR?JaPPKcNA6$gAgffLmCjWm}PGxw6G7)?w^?I?*IGcx`)4 zJ(GmA1QudoCuQJimsXi%P}4YR0nFEYH%6KyMa$i%QBoZkLepemAj9ZSe&DScfs;7$ z`gcPhgnmG9!+_dBjqr z`u@NH`nBM7@@BwIfQ`&|0ixfESM6J~Q!8yOZ36tVYm%(YmLR7;0;^vR-0df;G#mnK ztC&S50Ef7F02stPv;4wq|8;rA-VDSiE6{^XKy5ZW0m8!AC!d9$WHaqEr~QCCG|vNV zNE3E)u4n~b3Umdkfd;@^;`W%uuo7C3`TTAQug%kDHQMutjF$fIqNLRcXj#~)ck614 z%;o;}CMY1nfu!==QWJq}0%Ir(+YL;pvvVg4eZI*71JE5@c=bEzy4ng`HE!~o%Bp5wTt2zr}` zuA=Ejqoi2b=o2H2p{%(LtUM7&z7;!8p})C-Vc1{~W0{xoKp|TAb1l#kW3eO&OHPn0 zmE+~sR;UR|$4K0eCy7NrKiPQA$a?{0aOgKa?81vjU4^_ulo-%o21TVN*MDf06l$#R)KZEKP!_cA3&W_DA52{lBH5i#<9%6@OtB#7@0I8T24%}O0y^U7Vwt=mDpjq6fh;)TT>Aju(MgRG{nc| zr$~PH6p2BP84D#z+qDU@=S!Tdpq;cU_*j-GSzE#?e*kgZ*B+XlJ3tE80sX`F;;{YM z$W;8G&?sP7(B;&*2u#y2S!ORtl8<#0}=U0M&sW>Em|byKk|ttkJR_ z$n0e7%m&rBQME*R;EUaXpdv2JfB9Z!X$aizEmR8^p!mp1yt+fIpYaEFc#AjywAA{5 z{xW_|N|FlQ6J=}fc!{4FD@XSezh7A8TO70k87y*mKhSl?y}*|^K>M~`tH&YviNyu@ z{4AM1cZag0O_DtPoWKsu31TS~FR5Q*WjE9Udn!T`H47*mF`(sP;wsl{DuJzKXD+e< zV+Upwo*&qf1F-eRi85huf`rV8m%{8q9Rj`5?}wtG?m`bf7I8!msng9;41d1W1DGLg zIWyMz?!ZQwgCy5PSp}@PE4Ke(b(}1ZjFmHSF|zgzyPa2!mX_I~q*ivTT>63!W*{Eq z27Ws!Qr3-*l-DbPcAtopKcHNgf?NcqxRKag7+RE{fYNnmE?$2ocGr%Pty80=(v2wb z?m_H$VUd-mh_l4k*G-AJ&CzK);CAStiYNUYpCWb@QsmbsNwR2PqI@wVNI#&9w~4s{ znPQ|vK$O%0viM{HG(qTW^9ka`9O5{+q#SnE06Y7P3_{PNb}`pqlO$WVBneoNAniBC zO967kua)D(r+%zBHj0rUC!-{CtVN60QophgK8 z357$+BFh7eP7$I7ySF;a1Ow7g#( zC1p2SC64PBonx*SK>08n8zml=qQC8tvB==(#K+h8=qF+^P`_2gy`@n7q(D2hqXRHz z=s$Mnq9(w{R`a{kuc)Osu6~PMegMYDb$-Y_{$4y+lH~V>!spNU?~u8TO=Bc=VwCs; zFE3NuB8!hee-(&dRHv3829_jlO{szI8!(^D``E%!5)@;Vr|T_ZNi@p=#yF8ammdg~ z1ab64AMz;D848Kp>~1dy5@ph<1m*zf?#eg`geK$MgBWRcEn4OWMoEVOR@wABbO5iQ zF6d#BppTKV3tEF#c}%j@*(5umC>7&_}@hGS}^+k*cYfFQjz<<3xvXf z8t`19Sn2IS`?I5^9keksx>%%CA!g)-*@Ce$5Op&sEPOQ|nkCm~x zV&p_7=uxP%T;Fq_-%VoJ07MYz{IFfnB_smhz7K32T7kM9@yF88`w^3WdJnYy9uy^} ze2&TiVOK0$jF46GLVqd|s9**Y##_AZSS1AX~QK5>qQ&I-Sr z)ha>O2T^m~jg#^< zT=-tcB=J6)B)?Qol2ykOWZV#P!=DzZ`2bz60RB!)dKW@HhpoQF zNBR%oI2O9X`9Es4(|d`1e!$hsri!~?iu8vXWjwKKOa4SjdjS2+$Y`mJ-`v3VzU%?= zj$fAv$L8k(O{b0Qi?K7lOJ0xvZlR{wPR(wB((GxneAHy%$Vsw2V}jfS{ylNMRo-`o zdJBJheGwX|SaQDwDgqObdNbqX{B{&IN(?!Jznvkj1gMSR z$0cC-dVKK9?vbKgP@I|A)1=j*cqZ+PwpfHqt?YOK|t#HYe@`0>qO_ zQdLQCcL~}!!D%$OLmIavm5Lkg?yimd{T2O<@r`@W+wVDjI)BVjMXL7NYfWF9dY&~j zR{D|?W8V^cJ?LBV6La|B`RCA~u*Vw0`@pQwh85@Dwdq4z0)K}dp!89w2%zZ5cq~$; zThMnR^dJ`^B`jG4|@suR-+!rs^f#zO6Kz-OqZ(Wh~ zV5czRBlku2UYDT0z>nhD_htGFgr0j>$wPg;eM}ZXiP8$O-a00~yg4TOzd%LQfPD~p zm=*{up8jaWPvk{n%E^wkWGBxNs~3t9H~6$&d+0A)GgtO|_3?Q({{4o0P|Q72?wat` z{?K*YiI4IS8F+_SSmzH zbmd4%bApC~`;2$v@A!IPJMs|s+R+JW6XuZ>sPJ(7{~^A95a@knsFDt>=UV!`YwfMF zn_PGsy>y5n7PhiaC7v1*N2{P>$cx?+*$WT32ek_R{;_wm)R>mC ztUUf0E!%_84S8kOIUw7!ps}FOc+nMK=m;ddGdAr;ZJ_UI*A6b}uJ~|%Sr_0cj zV*B@u-SBaQ1f%!;=>2pi_T22Z*OiQvsA35+pMGk=kvNIS&feNNR*JNYk@a(;C9;u4 z%+!lJ_@(zNY~>swA38?Jm)_VF+PG7Z^xSPzB)LC(3rUimr4!{Hw23h#<0WGPIXfsu z=B|mBTNT-Z5u>k_nqPo@+RyaNzYxnsp*6xbcWdBlk76b4OpM$Z5+mM6qQ!__+D(m= zwqC%>J44Nay)U_7TLXSI1epvi3N#DLW~WJi6I24^l7@4kR)Y@25|AQwG9`;=b!cSh z$FfbeNR}6z;BY=gSlle&4S6%jjNM7Ic;eYN8UvZZ-V6 z9`%KKcc(nmTj=a_Vf5_)^t~8#IzZN=8b!(=+x$EtWvx$=tRIjl8@9yDv8}N(i9JIY z{iP|$DrNWcyabxIZY3yP}~+p(osX z5xOX9;o#!2GP{Gu z8&R1(0y=+;zAF%Og_5Bo!e={&L*v9fa~+73DQU#$d1@Qf6?g8X$f9A;?lex8J^d5p z4Ag#oKUgH~6){8Z_Z&|1$tKUUK@PD1K)dClA1uSo66i@J3?Pq zp8a`MbX$u(&WUKL``jXVoq1k%kndDty{xG)v3Frxr2N8q+VVb>p4v+6)TO^Vm>MT* z>3K?&rw_gk6<;FHIjB9AqVPNF&rWhdUi!>XK6`#23cRQEsPz1`c_#NO`?Oo^H^SJf zjlaxi6PcS6_avWRcnKBKLnv7g2kK1bPxxRis1KR*aN^1l>d_@VlI0I*CC4pKkW>r% zfq8M#lD&VAaI1WXrpI$qGVkd8iTV?c9WzZ3DdxbfLXxLgRKZNvtCh zrEoLoYFyc?9Ap3aBvwYvgVG2}(?|8A<<%UXA+Yv9;`CE6bj+inZCM&A)AmQo>r|*0 z+r`Vd_i-Z7jUFK1jJ{x%j8L>3U>}%7E;djX>O#Rc=rpui7onEB93gTeLV~vPylzyq zl;HV7WA-ZTpsO^ujgZwXBIGN1$=EAGmiy3GC9v;3MBhuF;f%!Yr$^YwGX!4C4^5Q| zty1L{bjkC5c;-_qQ6})bba`*9ybZBPVd!U?qyO!U(c%dCool*r?HXQRV(ayc8;i8X zw;Z7{xz{C4I%G= zs-&AmzA(QY8G9V;;vs5S4|qw^eX%nNEM zv6VEQ=N$BkJqGehf9KVgxa&jj&^A@x^Gs(K)F@TECdnkIQLabEOBmFuS1LeJ3l-Dx z^Xv!NKXzq5motKAXmfc+*pC>a);wmc%Y)cI3?>&hPL&xw*w>N=iv=Z0!}sxWBA9*q zvl!^ttdeO%w75--7Q+_$JLYwNA#ubQxqYF#W8Iy}3lGp~S93g+jd60XMJ)D)rmBcl zCOo!?9nU~oZQ{AoSnSGmHOV2HSjY7N#3ggso|qz&a-_&ZsPFv8Bub05337-z__mCf zdE?lZtcaD(y<;Se=Pd*9iK*0&^M%OC#NaFs!=MKX2B;mU!MaofA`Ue4Jurve{3QQQC_lsB0Az71 z5P~iIgnm6gBVP%ub}8^UexAO9pN3!LC*d1`2E0U804bQjPsK~~_e^DgVDa zX#XQ7ZCnV*?YKyAO8lZt`uJ|6-6 zCl(5ZE6}W9v$H@pP66>d!CYN|td#@uP;RYLJLu1Uf7rr-nn@rBln_-+From*#!qtxi{cwdyuMJvAK~jF~3AvIeMmYoOTN^VBtLiY<4u z-UIeP`&sMUEW`)Wy;?6FTM78k1$VvC(^HG}^VYO*U(Lkn-0{Vs68OWU$9;(tAaPHK zmFD>DNuV;TfUq?70z%~p9EA6|k%HTL=+hBy`t6>(e(mVV_q=t)T3?+EY<-TWQSXc} z>(_8#Eq?s8P(j1Sm5O7JHXhY@a5XOIT<(_Dgx#^7C$^Xwv$eH+F6Tq z>8@QyyK2i3?)r{Xkv*XWSi90!i`@6uDtAm;wsD|7#GY3Cpg*x(8MxaKpo@=?Iz!Rl zKwzzX$Vq{~lilEbhx|37ZGtYz?V!6AvUFoT9fm!<;_tlZWkh?Ap(D&rk zc;a%t25R^cpzw^*7+>FvpJu^dpOe4#;iSs zAKtnY|Jqu^PYn_NIw8ua^=|;-&0^Mo=D=C;^Tp^cXLn+;r|mRn{0e`oNS-W2Oga*q zN1698NDOkCe<$$wCd1wIeJ*ltqPw-MbX@MC9K3 z#DJB2*}e-g$M|{NfSM!UdI2dzCWN?Z^bfHRzx|{(9j= zfc`NN*j1%Ky}uIp&>0}O&!B-~?%(k3Wa86y^88rdA0FwcEucmzxy48Ov;%gU-(Qcm zHtND6X01a`{$&O97ngxZkq?5orZ#Y-t-Kx}zR%**;cYy%nJe@LQ+@SrcY_XVPF`yS zElTzP-JcSmslWrL<}z#Ni$L3_kq^ibMOoWt0S?~;7#Q|_Q4^>r(749f_&v3*1^H?M zIjuaoZA=+_^NPQA{w+Yex&X_zqrN~@>4!)+ zUB(I9`z`?KKjN+Co4%TTj31|N2WYlNCS84)^%(;79eLZs4xhkQLzzSW+Ccc2$9?K- zR_=WTYLvRU+_b?VcQqaG()gu5YK2ZID=_5=$#gSAGHVGU9p9qKAG>YAGR=#0cbZgLDy=M zixd8&r@D#{Hz7~lV6B6Z7~cPu48_QBsK3fV_dxym&N`ZsPcGnZm6>-avI^PK%~?lY z>ZzA%wXlYZ)J*3JFMLoe}9=9srJ)B|nEIUVQ~xMxe=zaekucf}uwf$YrTEOWC# zDPx}oXinBXWpkjGC`lXxt=vmpb7G7-d}j{6HI2V*t`01=3UNxWbqUDnjBnnW^R=&9 z=yQBJ8rA(ZP(FL;yN(9x7j)XIJ@zN>#gPv?4x)GJ%SrQQ;?9VlW;Lsqi&-yqroL0p zeTe5FwWv+p&!aiCI{0!ybkyX&t0o?GqmFy%+Kygox#pwaoeX-ffS=yZ<*%d42WV}m zQLhB(NA1i-JUyxay#Ri90{@%De2=4(m5F8@N508+BT%d2+qd}pEG-L^&I{-mioO0edH`iOccWBkPxKMO8hd#tZS+SYASwy1pnR? z9;5?aLTM8ZW}hXDExY+5k~FmU2?UndWpZi22R zo3AeUd0PI(0AZ&v1X6neY-^nJv-7rACXzCDn<;Dr7g5$7I<>9Kdw zOK!l&mSF!G*p7RSH+gElATMIrM`I2ew6#xwE}L$GmMu^l@V(wq^iL;=$McMHftr4n zT7R58od5*X3LQuU`u+e^`#Y3ZnV~^}62%K?1uaG9jKKCk^Y=ffm5-sdxI?_;0opv- zL#MX)f~vtsdx$~Ph>=}u=*j1r^~jw-tydmMsEK}JIuu>Zq1kWLh^5q!P}ae`&rb&8 zd(unKn!Pl%qqo+t=Bt_4`D-leA6l4w0{W{u2_KjbrN%Py6Vh=p^b>Qbk6fE!Bt0H> z9_`sxH-@`tuJdl%v!919?Bu2Efs5Ym<)@!hj9O?$puV*yPvX17fJYbT1+>|NnuV-$ zBfh9*#;)X4VsRX?=sU?>m(TZ5`<2vTW=DP{;;NN+FZ=`DWxIve#k z4>SpH0(A&^Ac`?_?_lixkM`i}|_nSv>PO zOPp7K50w!4vp_JmozM|G*~zD zS{xY+?L-%-QI0hT)?77$^#%qz<`*30Ysx8x{vT;nErg!sD9+Fb`8_R!jK zUg|XiUtDI;QBbEv=Qin}6K2ic0E$U^*!=VVB)8agU`F?19DNlsXLj=FG(yuw;` zVB@)QPyrpm4}QmfzQNiYYLweH8+3w_0$qPcx0?s~>LIg1H$aW@{WNofs^yQmYDXxS>UHzf@!Pz$Olx1w0DV-2 z+WxvKG(cPRG3k@y#KQ)tj#%quYH0@6E7X%E)Zr=gb{*-_N6ZV~D7p!&Ok#a$X1iR_4;#PZ5!aP zJE1cfn+sa6945{8-lR>)>%H#viR!j6ll1v`{}f2{#wM@s5ADNH82$VzAJzFVqk83F)uy5J#`R& z9E>mCc;Tv3*&EebTq}Fx|q8Co*ESoHOesbwX`@f?HH_$ph&3-<;@oAShLS=n!tXwWpz*e9csqq z_*1h+Mh(tPA41G6Y(ei#u8SLipJPLZiPTi=`GS8prnWelsOjG1tvv0uU(-%{D$ZGN zTqb|!cGKr4*w?vuYMvBtebmiQKQ)IIjQvN3r|dVVBTM|CXP_sj&3NwAv8Bko5b70v zk`F(bITY%Y3TAE19R zC;UARv9sKZ9L+q(22qm&(T_j1!jt@sj}~fAj&8wom0Hx0>e#dr&*aLp2Q0@PKNt0f z?_b`|KJgSZAa}{%#6j;D)JI+`KcFAIN{_>5K8e(Es8MPz^U!6@**j4)E}rw%86Lzs zef)&6M*Tj`r0ZTn;n5HJj9GzNn!M(d1wG)KUGuRo%ufz+V4Q+(+Ckj)RcoFNRq@u& zd42U{pg|kf^wZPiwVNjcbTG6%Ju{oNax;2ua^wfb*^F-{;@9<&cKGG8Lg-_XK^H)~ z;k&|5-$5UAZjw=V@I0vb6|>%=hw8*S<66=?w4rZ8rXicq*==a!{Gqj2?`qac2Ts`0Q+ZR`wP11ODuFiXZfn}3<^14g*sN1-VYh%MRqc$L(PV^1@?P(3_BsP&M?ez}SDAUh$RkuG} zv=Y=PmCL(p?r0Ak&$EmsP1(0x4$wY4v#LsOJf{hD)0Mpb z`z?I_yk#fNvaqXuz3QSN)m`;hq>ceq+yvzw^9n4>_tP{vA{ndT#7q z9$(qZYgJ^4x2uLgFI5jJojMP_bPu$wW7F6N?=tA|Nq%}Uh`sR40DUyetW6g~hjN@f zF7acd+O9^Pi=)O3Wc=Mcljv`8)ts%}*nfNI^PJxL@RE;y`cfPiD zh;cZe#~;jib?l({?!wtfEJ-=iA3=+o_=&()7LXK8F3 zCzLh*vvoIV=MZ&6|M{G9c5#UE9cUXTj5+=Dd6i*a4(TwjU2Pnq2Gq69%fh_Ek@T70 zWyVddmwxNLiA}#ZOTY2zu^v;q^cycL>#57>OX=nRR~hf-pZ;&l^N1jJw)at! z$pr<5rr*6bq1!q=({H@l_?}-Y+jt?^bRc3toDo54B96$vxA`V@h^mz<{pMAad0qVx z6aW33X5csNI@#v*_tx?j9dCEFUH9+ToxnWnwy}LT6g`C?|NVUbf4_8QoWD2cA*^+I zN83EYxi$>>=ksYw9=_l3Khwi;bT*`y?YsZ|`m=Mt4h?K$oMiqMB>mQMvxP&{*8;Y& z?HKp3b62Zo4pAllsPu2YSFy1}RMShg@1@@y{aZOiGHg|~H@X>bNe>R7w%-ipU?fcH$=kMKX4|802&vxy}Dragaed*pw-CO*Zv=$G4D_$1R01JkiWl{n&g^sd2F_@aD6xuhWzt! z4fGkA>e$9T$$05I_LbHSQ5UP*#&%?Ed&Ca8i4HBuzv{U@d%&YV_JHZLHrpQJOgio% z_TwX4|MU^o@y~T1L2TbEZqrXV3jrv{NRtA@65P@)I=N+d&Ca;YoFgqj}`o5 zUlqdl1|kOJ?~gMcUwT?J{d8Y|`oG69{l?pj{u_R^`C2IJ`)6w{iO$~t*t?x%EDI8j zgdzWY?5^l>M3MAc_auBH*N+;XKJy#O-e6VB^qXH0x@_{J$4{U6eIp0F{_(uffIXZM zL24q7h&^J5{B=C^??l}UsQf22N?V}!PnM(rqeziJAbL$X34ZWs;Et_;@E_zf&D%f; z`T6_-ezM(!pKIs58Yzt~1EahVDSLsuBmt#M{KhG*Wr1w)Q}MJc7P;sK8LX zUjp4hsv)Bv0Uf-{DXbS_#4b~eEa&I#w<<-6hB6jV%&Xp<0N#(2EvEy=1ake>3e-*F zW%q?Rnf!&*PVdG@4`@M3_K21a{1m<)-<#P0NH!2S*G8Po>=7wf#sD>19x27Ia$;!K zRQWa$SlF#(d3H2Oir-3*j!>gyDG?)1Kyr_B%Ippx3#VCMQ+^6x9=O4vX8gRpDO4iD zdVwBB0CkzosoMo=rAYnU$zqw#7@TrEY!XxgP@^0KDjv>H^eepv_HqhH0Y8`Bt+@R_vi+rkPkzCxnF83b16e#8_AQQi$ zZy>T>U$_pqOkE&Qexbm*7;8Lm@hl}0et|ZmTTel-dttEfVvA zIRlrxH!@0&qwCc`4c4=!?+KjFx-v?Ngg_xP5GsaXpkhD>Vm+aWK-&M3B4wdQsof`0 z-tCN+X`A9?<;Yk$YPHI)1<~@`8DI#|ay&a5C7sqY7O;lHQ-Ni$zIvm91)#H^AMkJV zH1ZQ-Q8OMpUQx8EiJGkYB;7e~j+ z)$BkclPq#`5L6EMbs4@_lzA=$`k+7{_5($05(r$@3=E@4vU~(Swz)!r9GeA%`+bc3 z+S4lAfrmE+ic_m4_kGXU%&`mO^j!m_9(z2Wh)x;PesHR^DhRZHMT$(_lPv4%B}pk@ zjQfENPu&$Gqsv(($0>`PDq@jaalkhw0b@hoD}c&0Y6~m|xzR34`m~3RXKSh)!uMZu zO0!)Or_Z}``tFnjDZesK3PVeD=3cZc^tZ^WPr$-f0oBKT-dw*1pU;kTZh^h=`}wW$ z6=*&(+)oiFs5ySFog}ZmLM`!Af}G>j=DN#)M=iC=?B>z3`<_K!0lo6XrYpt(2g7Fu zAmh=Mbr5j?493eXQF;@D$w0jppN^M1&+v_RoHCz*(|C)<$QTbRltR(c9r#~bVdw#V z2M&jhk9Q-kfCWwVXO3gjq#M*I7vHAJy0WQK1=y#hM2h@mmn_vB5@pMbIN2Cwl{Fco zrSeIjqTKti6EKz1K*dU;pHe_r%0op^oiXb}$IuK|Bk-aARZ=ACR+4m>n<&qrMj7!v zUTQkU%VGaGxi%F@%%~WdNQ{<+wjdTCS&E+4R$^V{h_fod`5EhH1rj$qRkm^R@zGI0 zVoD~Va$0xq81$IRa+B6i%5OG$VxLSWjI2>3SK5^6t-9bxyk~QsU z4s{Oi^JBwR$d=2%$FHVHB-AJ+wkAp8o{19vEuIsU<7D{wSP2GRRy^J+wY;tJJ%6;g ze*=DwkL^P5(aywIS7tP zfI8t}giOf+1RK5W0y@_M-APW11mR1yGU4awdhusYC~p}n`xeH?kndKpF0xAI>CsY; zILI>ss1~rPFT}wm>`}-MJu%M;qf(_|fmAtuE?J6)B}o+PoBcRmf_KEpomR23bPE(< zoRa={t3?JwjqxM}3LEsjk{s(jj9NDw7(ZjrM#djakquw4*Y_l81D#3qx&%3!iCkNe zligd9H#}k`gMExNU&`s>+kwpyPs^?VIZpyA2mG}Uy@B&jz|sl;*(*Zrg_@*)>13I) zCQ*v*Opu<$`$=M8DR94Yzgy*VnP~Bt#tGL=EfW3fpY%J^I-qxatUPP{4V{OwMmtBV z+~kz=I^^M^jmdp`@v}f`TmUp?14^#>&Au(92Ng z&GRhcSHU9A)S}OPX9{|pJOxPNSZEB;-yU>nt`7ASC&)MWJx11DvdUv+SKWM#utsj-TIPI1HGYaD`KM`Y{ z-{Oa_fwCj_cpt=dbw81_kzYRo5d_X%u33`QKL{)_bG)p8Mx^a|s4|Sv(ytYLSvdIt zANr*VdA}TV1>~<#;=`>GP%tbk%^&Xq*D5t1N{7sSi0%fJWk#mdK{yv&J^216rc`uGUR@LPmzB<5$OMTig7DAl0<$T2HPoO}``erSRW z;l%jnwd18Txv(%j(f{G|t%!9S{6B`6 zt-pZrmr~PKlLNO9lYBnxAh{P9abNs8p9j4}&tw@0by%+AaZ=+W^hSQr+7YMY&XO~z zGutgdSR?7lqp00hdXyw6{qXZo%cs$y*%}i zn4LgPZziyDVNdvVD$dMKTUpx8YK{Fl;L;C^JSnd8VYP^!fZ3glid&7Oap7|MCrb6VrV&t5Twz!X!Zta1* z^ZKb1zTq4xaX@&>8=#Bmi@ywylvHSm9HHbm^9eGu(yB04=PvWG=?O6GBaE#<6kKKF-73oo+&jOWL z5hyVVvRA@32Qj?qwmXlAxVm~0UjS4BQET1GO9%~bfEVH ziajkEdX-~PBp~tR#R{ib=Upf}KHyu}u01xGg5E2l_d40xYoqh}=zM5%_5x7FHD=GW zxNe*z_l}h(?PBDuf3$36U+PGnoH(5^lgY`;pdi=_t`UWg^gI`BWmu~b;#E_LW6~y zHEVdPOs);RKw&6Npye9uktp|{#!H9oxsno zIQINwsPE+4+auY-R48(OK7wyV2tM2%0{g8!h)|ukrx@AnxX{ zmUZFOOxBZ+ULe2<%}gRRM877;?h|oxmS-VJP&vd?3lh;w8a*0+ zn|Yo7?mqe83HIZ8Tx@=xC*`$>2Yd6jImq)C{C6;Uq7MB_Zt5d-r2+Z97LtpaJ)K-# zg}?toPN~Kk95$p#F{sQ21}BPjWrB1%5idodIBdEyR(8IH;*g%P5k2~tg%)wAz7}Z$ zwPZDPL2O!;I*GmPds1tuuN9_1J9ZKZ$KLEy>Osxx6)%rs-LSuw3?p}u)+GVR*&QVx_Yn(+ZB$XzMSQCZ)F|t_rb)`TRCzHiRq{YD(uV%3O(SxD zzCU@JtF5i9G2VVkI25mMqw3$H7`c8j9Z2dBY=U*e(%X0szLx?+kat`vLS*lD8qh9@* zEM=j~T9zA1Ca9hK=@HMlG8WHv_CAglhicK%hkELGj(zbG_JE8r8oznX7*34Ymi<^h zD5A{Gp~j9+l0wXBV`-kl?2VHzEqIo^$|_^mMN7uz_`?loBiVcTEre#q43!USpNCHN zP?sMeImhB}yW^z7!dRIa7$db<&n$bW0HOYhMTcX^B`)NWI(@mOKYP1Dcb}{N^_`D5}-y|RG)kdz3s){c*Zy(MxG=?WkUYg#2CSO$Vd2i5Op_*o@-!! z>Rbu>z`-eU?@+ST9Fs(@N|f%i6Ql)w!N=~pudb>kBPe1qnQKOtF?ye6qduS72mV+OA>y;4(UHMahM!YcTMc|<;l7J)? z1YQsfy}<%bkq!eMw;mYYS|AlGfNCxT4mcOM0zbcgUy74&D*^|p%ulfSiTFfb5AyFZ z=xhpU5|7-6fj=p8|@}6gl1^ zNJj~9FrY9uUYhj^lq2hk0HtC6N1dQWxF4XStwwFqz^n_(auO-<3PtA?9s&OX0`}s2 zppLNv29uF-egbj?%s1or04)N&%fJn?E#uM*{ByEn)Dj*%wJhs zWN@GkmUCtG7B~;2?jGYqjWU6s-a7!JPUh$PBY_>ASn8pE7d`cB zZXd1F+@N295A9v-udPNHbyZ2Tmi#$TE3F9BP@qpkfkaHgZ)`u=pN0MJWCu=^4c%k= zcG&PrX`pn-O=LO#^Bd5GMQ?yoo%h$hoD$sA9H_-!a4IU-k1GmQ9vH%_4A5nu<96o^`o~~@ z-Tcj{gMsA_sS0HcFoWED{|vB&oZrwhatvtR&&VO{^fa%R?u_u(ju(9OW3-G{19c8v|x)%fgK*0mG}M_C{&2Z6GDL0Z{fflMv;?xA5WZd(4b zyV|$#)W)^EHRBjxjX3S6_X-+yb0sKh&_N#7a}YhpbO5f;b<^?pI{tss0+qn;w*tAz z)51;vSm35Fb9iWnTwYop=>3{$K-%sa)CzRZd4f@QI+^t+AnwKF4Ze;peYpgpD;buZBF0YLZcehSoU z*mukh;E#ua@vQ^y0VFW{%uZ0_bmoBV?%H)8)F^}8bwD;xU3UveVOQv1`ul6v5R=x) z3XBq6-#}0KS<6oY(b-VwbC9IL;OGEtK8BNqp)`rd7Y1-3k13(F}4BvC{)P7GteGx|6s&{-Z{`njZ!4uh^DEAhGLIJ%jX^?yBQ9aoYS{H(lJy zQ$H;6)_knL>*kUVW)j=K@jfS#T*OnS zS-myP!B>;7P)D{Kbj1=s)nENJkBNFP3o3|eW}Q-uoWj~xQAt*~jo<3`;-(yYlHfN)Xk1icLA z`oh@tcPH{3^AP4$ihCbE>#EMsIpl;^q}MVpXoh^$`LM6*DT6++`f2eU{@USrfZh!= ztM@Q+_c3T3@cq5$sT(;n7^$3rcqcE0d%J0sM5r@>;ZME4B;SJqsn##1KxSPo~enPdif^ zTw2kyv;_*=j&%8Nwj=9@8MJ0GKfU=3N|8iPZ$CmVZf(*w&=Ad96{zJI=UqqogTNsDmGzYO z1By%j_|4N#-=Fl;a#nvm3%%IXEhe4g1RWZ_JB7ZbA$9Z({&pR`oMDUy1@WnQW?<#y zr-ppz2($%^>3)em_bKqr^VmBcyOlF**LuXj&q3OUx|t6>hN9CU=rFe@G#M`BZ(`{{ zPdDAT#zS8&wlh2bl+r z6W3Os&Kf4rNATIq{=|G>S3Q;BqD$i3bcfkPgW7s&{v;nAl+#bg(nma+9;j(K(Gf8- zvIDt^aVt{80uZNOu!kW|A0mgz7kl{kFT~@AI?y4K>qBR=UqCv}qK}$E?68i`6RDx2iTi=v z$He{cnby_abmwgk{l3{tzt#4E+Q^_sRs^UMdb}F}4Iyzh9(|SFh>v2Y)I+S}AT|AW z;%75d1}lLxqu+9G$i46BVLm|nf|TU_+SgDeV7F}#nC~6z3^mHac`jPn&rJs`_RuXA zpfg(Jqtn*;X=Fx|j>-ky6glkyzPp5Zk6#bP#x8OW_sX+7NKN?OsWni5ETP_GlX=P1 z`e@dU4~^pUmwf-+Dtu&lpmt$T(4;9;8?1FKYacoj$^mS*U^4qZd~(J}^k^TfXP`j| zfT}`}x4d8dOR&C%+8`ckgArfpN8bUNHU?{~U$AzBmczp%SZhIxGP+B!+Vk(K{JVFL zU`>XmqgZ=rFQA!NfH)xep+srlBv@S<2CILaVBG}$$?lTDTC-rV?tm7hHPQ*H3a={A zRaAiHqja!tC`UQ z&}XC_@)R3vrGGp>%1tZR_0Z8!qZ}|nV;SwMe&5+k74z4rtMQSO^r8LDx+Iv~no9kp zXPKLk7|RAUo}BannTy=*+(R=b_R^rs9_l{dOEY@>CjePY^9fOw3 z4sK zuBR^9>aEin_-dDUs8O8!HA6^%zRYXV?SGiH_97tp?DuEWbNHgCwbYYSND{r>7j(C> zWPs-IFw*DK$F?!+Vq*F>>)G%T|HGz(@vo}TX_%pXszPo%^8&%1Z&r8I#ap}R*FG-# z#}!vK{o$@pf<3j&YH$7Wi=TR~H>y)__8|^DQ|OFNf{3eO#5cZt5ot7vzYQhE`{E-e zD3*MoCqhT%ItFV)Xah1dg6;<&yoj!ThDxR+e%T)Xyo2oGv+R84h!1`!60Fh0MM4$m zCx?0KwLQLiwyeLp@nMed86 z_M7Xb#u#_?SmCLAHqw9Z@YO+3`L%?$=G07jf+FmL+XQNsNazpIUFE{WaXI!1<^QCv z9Z(csCS^JHrKRX2+ zpFZwUCib-1si*j3qb%gfpXjGPxa#g|ZaRMl)F^qpw3)q+R&Zlq6lc)5to|D48=%fh zO}Z*4wps}x%e)zQ-h{NV_C| z^w$35Xg*IW&|cSuchVPcoz?B7i+UAtgIbI|BD5Hn_Im5bGVH?`cU7rCz4s6rVSMfv zZ+g7J^k`$r!4ud6jE4?`@dr@1+{lTm8Gl$_v(9;7);{c6E>y;M$m5}hpf8D`#>EkT zygrM-KM(Q@iTJZZJ=CKf@c^Ytwo8F}wI;QuE6)(9BdG@JDw4o`hr7`)ICI~2jML<4Ci;b^UU|p=U%69f$$<(7O)FtZstNX}3`kUM6`6{{pJhhTsFzpU>9+B#sK6cid2D6QjUMyU6X8c? z@vpP!&f3CV-#7Qvnf1Iiu!OI^Ga9sI1wU-$uhmimw0$L$wy0v(hvbangRH(WgeUK3%y$a|9)crvv)g0?EXa0GRTiU0X^<7Lv6z@snw~2=x_tMDiJ;A zMm|H0QspyLPNO_^*#>W2I|d51V&psSe{CW?EIyxBk$PE+`!k1u_34L@jm*KDdp2M^ z+x~BVo%U+qwv$fX*HsJW>!G3Is^_7p{)K+=l*LO6pYYYoflvTKkGbb6&j}h+mwS=h znPVsBot^ovFkxGKwIF_Qz9;wV1~p*!PI{b}ju;AbZ2- z{`$2-ZUtgLMW}Vs$NU>JZ_s&qjFag>}#|-SE-GV1veZLydA6+Ew;&FB=4ENH}?i z9wCSvQ6dL@5#mCwD3O(3G&9ey2DoYQpP+SW=Aowxd1=q*-un5FueO7ZCyqVn!2w2{ z6UM#*y_B7WpIm_|n4ECDC^p3Ib4#&@Bqv@j#-1Ab#!lHhbQ{mD)}Ha!a?m=J^MX3B zM1T&gYf@io=uoJoV{$;*!rpK(@zJ6^@zfo^cVRB9{Q+@yY@R_!Le0|S6x5fCjJj)q zNjp9^Yo;a8%kbg9<=KJv%5A0iy*LB!+Rdy7hO(DtUvh)|)QueK_3cj)YTRD-Mqwvi^`@(v_KEONpOW5M z{JD?%WijZZ^9GHAetJ_6e_hvx96Avy%vJ1P8u82`hG(PX&#c7axnJ0~5KFG;`hTTH znf5zS@Y&UXkNoFQf>}EqqI&eTT@z;cf1!J3#;ZBY_L+sx{`K=uyBwm9kFb4ylh6O> z?^w1uL}lz{`%VauhJlCyaYh9B&*wRAheOoEfWMwg*4++K^+(!1|L^Z%(?zczy7*^v zox+;S^svn(lr{ddu|{uqh&t){&-FJHTdw|L%P{8j&*yc3HSX>C&*!yZt3%YBPPTC@ z%qtv8pZR5Bel?wK0aE4BcA1Y~zJs(}9QqaYh8Gi8vzv-sa6V;B%$YZ(c@pTFk{Z z-hV$QcliIm?ec@60%VZ_a1P zam&oMd4zLq81m2O^MyFM+0{0tJ>%ISe;xBx(V6!k+jj@@Jp{cAkK&&H4#U|9=8TUujkl#vqMy1Bip_I-gU>Y)9uc->p~en1R01J z5NG7?jWvQeK2*jw*5AK&8`pL!_upOH34I29vgz|*b7+qB_(dVxxE9tEj)WnhNC+|z zF(7|`zPGV;o*%Zh=XyKjuWfUUIXo(1o5Np!=O8|IxUTIx|7>0pnAf`;wsC4QCr9Mp zr+g-$V&A;mJ)jEf$X$5Vc31j`|W0vB&YbDGv*zN zgdhVE1M>IR@{BkzRj|#^!u8=u81m1@%}1OsX=fYvB;%#;*jX9d>BrcPjBStDAve*T z1qrk15D~=A_CD%7d%&IJf7pQU{qwaw9?LN^exrh(r>&uTO6Xyt!(4{b6<#MttEb}^(4BsAnB*` z;f%fKM{adyTtR9gj)*;Chup-!El8Nn&k;fFZ11Bo&|~E=*wz@r_XZ*chJt? zJ9#RnIxpaKW#DI7l7I=_=ET_6@sjf?kZLGA&b9+8Pz4w!C#%orC+MqyHr4I{?6WP< zxSqh=fWDdL1B2TI)bmQJWXs6uu9JYM-bt3w1R&q{6XXQ68U^#jKmidgg{oS_bOfl? zBxnSHaMb_;7Xo}`0k9_pijyqNy(RDy;2}rqrO1PP$?`NlK{y>mJ^%}e?iekL7Fc8x zYk%~HpY>k^TFX!6ZvzoI43uFE5;mD}rUMtr3Y_T+a07JU#LxL3@B9-&IptK0cs=99 z+21*3`x4L!AP7x?4-`oTuCNJs;j$g@V$Olq0x1I=em8KKs0UFp9r(=W4bWyR2ZqN_^jnkxCeR{Y)Epg&yto7$`d45E{!kB27mfM?|Kzjr ze!yXn8rf6i@UtYDZA=uWJ@Ha3Dozrn#7g~Wt7MG^D&Opi0_<}_awPWqjGX&#f z`_q7_?`9m+NHZwOQ!Krez=`jF@v-<;_fsyn)(c<0_z8Kx+nY-7tK9O%rHQ zngJ(Pe3bFTB~?0HOp%=#B+36GK{8}XkUze~$@x98vTiSSXc#Rcp(5#4)FN}y z<;khQRXkt@3F+CyztnaG-F!gg1zj{T-lj0RH#$2CH=B zMC~R}Cg}id^co+Y2V|rt_C#)Z0Na5Y09J1U@Cd)W3O^RPD-(^GWc*s#;pzXj#!Uk-R@^oYI$9|9`-*zO* zhR6howoj0~UE(F{bfEQnV`aw17#ZekmD>2*^%+qT*qQij2+XV=&`id;(VDq+#SSx4 zWnc&3J;5n*iIbYwrzA>l=rms6A%7Wx=x>H@r*E_*5bIgS;k(3V=yvoq2KtVEz-t1@ zrGA`L3@m9q)F_{BrpT}Tf%$DnmN%YB;=DIORz8T6@kL@~)kv!hX#q7zCyR{4e}_2Z zOW1D-`O9`%cVu&*PT24ZGV6MZctQbF`Wo~J^OGd3YofHu4b<^!oRrwesqNLE=^vH zJyIB{5}zUl{}j2;3DQeOC&}4>MEQ9@f_Qa~moss(;!!I`qWVY6M@|c0{~NRu%<~9# z{Zs>JdR-vwtlyC_!x?*gL#R#qCd#}O337HWkmb9vV!aLB5Wahtd~oM3)Jk*k)xP+N zkvtGUoSJ}IVUKyi&?W>X$^LeUvUX5{EYF@G6^!wc9~vI-rLmH5C`Pugwo3n#&?*o^ zNv%1Z8CZ8tAi%!@C3Y`K+JW|X^}$cFkcqFPra;W$KSp&*FLdwA6S3K zZ&o>X*eVqrta3IUIOkDfk{lDloWhusFrQP{CG)UU83`55PHcL49k6G=M9K6vUK|qe zH7Hy5vc3UOFD$fJq-z@>dzYgmj{2~4B=E0+#613XvNw=B#*6zsMH+udmewzmWX9e^ z*|9A_{O}L06EAC8;v>LnA5eQY#aSeJBQ>T3(6;Bmj)8>_09NUk9a|Ph*XTZLK47rJ zQ>0OqWXZENQSu&2kdn{hrS1)Acp_sZBlY)j<7n}Q@?@QpMQ+T6f{eB8CB9dXi#+{- zrlR+jtkI>jRTid1%bFU|vLg)2ijU;I3EZF0BC(ZAe{7A+gBoS|gH)*$kSe7rrHbF0 z6d4Xw{jdNdYZ505zC_Cnpmc8&hz;i7le$`r8ZiiQqE4i(Vh)?JT{v-f5UAeAI9V7( zT$HfNZD4(#v#2%Hd8IaO=X)jRF^8$ZQ>h0oh5%(efD0yPo4k&Y^9zqBNydiozX_%mgMc#k6f z@`2p_nO+Il?js<2>uf#L&KNmsiIUiS+e|ECRsf9Cd!FZ36doQ zItr*!(&*Eo|GJd=tLFus2jVIVo zB_8l`KXkdDy1JM16~O+%!PHe^(FbajA=jZHDhUk-bT7R|N6VeMQQ}<*xGxaeC?K$7 zRz=Fe(UG!pVWh0GL`o^BiF$5iK5g*b2;k-Wqvbesf5S>bBUg!j066jp`q+>3v==hb zuN8*YqoS>@TV#AKYV0DQqQtDd{c(x?dQ@&7J}OtT9FttlkI9PD&_XqW&L|K4>F<&9 z+pI`ww1o5Ri4;8%DGfPyn_rS;)b=D9KQ~c|QTGPVg;MN2bYN}b zi%FJBb(3WYb*2ln0%I>hxk4T<{If;M2 zOMji{XOeu#HRPPXNj?Vw)emLe{Y`RqDAW(w>c$*;a$w4}P9)3A0m;(cnj|}pCraA} z2{NQ1u+geOO;1_H8^1h5ZrNNCdZ<63i+IMl=UeyQLZdfP304>d}4=nPgG zQbeHp*aZajylbLd7#c6RevXmHvw*GMryo54eFDeq#-0rpKqJ8Gm*w;(>+t(s5UEkOKNpl4~w9NI&N5C=UZ6dhY)p@YP( zcTYg2gKh6a5ny~wY@quXs8PxmO%=}pK(C>>%LCoPLMS{gypEHx;Alc0SUB<3C`_Be|gPAiw)o#fDI#B-}nOZSNnKqA!ligzv|teXdCPd9g*p zUXY9XkgJLUO}1mc*nRp}libVAec2*fuCRF20JC{+}YHL>8zdpqPc*0qr9frY zUk&P|S|$l=fIgt5ctt#QXWYw!OtPGF4(n{9uVt_4Zjx{K{aF0{+Yso8rlPmSP^N5z zQY9){?)8Y0=L0MfYeXmSId2ki0KC}qAhAgt&5AckH*_6)*CYkd(|}N@z}6>98gzJ_ z?m=ge5C?@0eTo3X-e-|5^h%HLiM!Z#CVA}}`Sb-+pWM1OkeWljyVf{GszI5vqHdB* zJeeTlsl%t9#K}mzI9UY!$NH7gvTLJN&R@02Vtg>PGd@zCF|f;8{N+k>{G$_o+5@Vt zOsR5hLy9y>N)};%KkP-KBu-_asY zj0rLFt6wxUThv~t>(*|-|2q&z4X9N}zGmbCdb|Cse^Ph$ahYPJ-#+$S&@@@06S(L_ z?b;7T&S>Jo2yF&+r%JF%Gz_{Ra$3M5`~o{)o1QAuj8GJmOO?y??&Y{VRSHTVq%QhPsA-bj&7t|=`b7@rIm0DUx^+sByX-xd9FCDJ zdDw>n$3L>4dP*;{Hm6mxHe=7vd`=Ey|4gj?f!yuKoapJ|!%}3?&rl%cOP0XZiSmY? zH5WbMr07`LF(n2nuqfF`KQKOuUW!^cBboisV*F(SP=0!tdn4GhG49r(?E4GQUy>`{ z6i$*|mlC9NM7$Ks6E9Kp7KNdM$kQQ4uD*(rCX6+826P)ap%J(b?bbb$jDKa4uH>zH zfMWOITcLQfb#lSja(3=I>f$iMKK>^9RpRA&`Z-qK#BeWG`Qe}3d zRB4(&RZ6!`k>8<4`C2nsoNgvcGy0y>N1-HO@B8u<@rHjaz#s0`q_-wVS3y#$Kx0Z= z9>rf85SJ5~|CC%&GC!+T>a&+`+!o)xLasiBU*NAE)cfT}h(FdAnoN#6OU|3l-u*_b z-1-O|gC8^%)X7VC$j9e7=SgzF320bO(S!2&6Lo0#EqvoHYjL7a$#0QXP%_qK&(VzQ zB(agyAl7PXOpPvX>lvwIk=*e_;@ zml>~OrNr478RHc#CP!#`Us>e^ed;}G$WjmX7OkjRtjn_tF~fQfljAZ&v6^ujJvn=9 zr_l+Lp)vW<7$@h?#LCrdv6Ay(v~1ye%VzdFQ}N?c_)#Bvmt%X$;pn2oHGJwFd4xLD zkp17)FVH_iTRNFNb+7kPQf#qR3LeC!H75?6QL}Hc9wXwjgZF&SK@Hy)nj)w0<*W1w zr#B|b*lzLCq9}dBh$vaPo9jH#AiB{9RAG!n=HtJUJhYA6%&R@ezc+DBDu&k$sS-8; zdK9Qp+I&oraTD3Iuy6W#aI*NgB#EmgNS6+=5_#P!-QVG(B zWYJA1e3lWjBe^DqU*ANo4&nORQ1*G%Qe?0si}Mxe%9bX`L1?^^?#D_gDCp|{5hbSG zRv9zSD)S3ip_*ZDw;liKN8jebH6!#;0euuiFITu;@bonG1&Yn^ZP8L{Qj`R>vdWWg z7FlWLJd?Rz(4Rh%Jp8RU>q5MGaXl?6Sz16zw)`ahT||PMf=1_j#&~gL572l9z50`fgCs>(K!S4{YjqkTq#(qp8{sO zCPc?Sg@%LM?p+J;lxm<97m=rkb*w=Tya#%9(O*}83($==*l}F2x>tkVf?K~$8Gw!y z<;ld{7XK9)#atsw0ClP6s>^D+t7l`}AdbtLWgj&!C0DE5^=BL?L z02`m+uj@Sn)HF6whiwbeDQUqfz@zP0+sn2gnsFHv12!K3u4D$vvzFWUtDT4bg85Z` z38WHO-e(|8_qm;aB2bpD^E|cxMK5iY%~yw2H>gu(o+LgdK;IdGcI5;n{=ul_fo06U z2{j3Dh#bIOYGd=I_CQDQp`p2en3ci?_{m*-W+!r+_kDT&iVS^bP$T*uuqRkMb_&s< z7kIKNxBGtwf-?>HT@dgU7a%G7fy8Y41&D85U=l!5)(s8Ti4~3N2&Ca-f1rf>n8U>o z9rglf9q_t$U!c0kh#zDI`gp*gVI2b0IRUx@AESDeh60B5-@k#aS)(&hjB41WKhg~O zh<(ny^wP}(eRR}sep(UOLzm@&nr~^a9th)!y9Kc2tPtG{^!Xvsz8+bD>;m^$%zCe~ z?&A23pg)b6_d*+Nq7HEe6ecG= zyW9Yj+#i?^a+CK*e7k9b)cZ~Jz!>%)l%dJ3E?gCrMgS0&8t2Xzh5m8Hjcdi-x4bjI_Jy5>?>y&vtS zO=o&&E(b3?bkSR<0<&ITKS1x+!Z)rNbw6;mT-g72-=1pe3rrYD*c7BIxol@2Vmstd z8j)+~d+4)WZt4o0Fs+Zb4(jQv6X*Krv)Kkc8|1G&S!apPfm&p7kh;7x>V`!jS_PV$ z&%jtpJ|k9%f&KWAJPy&;4cztWB6q#L%R{^N^wPmDKDyt}PmeqJ>%6l8y6{<$9-Lv+ zawULu_72fz(0Lf}1rs@=vH(kJh8=nRjn~@!d#EY1hsN~w)CSkQ^eIncZjIhN-}&nW zry%{9%#)Ar8@13Do-$0{xde3TEVdg!{+fjyw_roThMAE0zj|o1_Q1b^?tbs-txJmf zY9^>JN>}jLHmd^kEtFFgfE>94PrM9;(S}MP8u<?52tdQ%(T{S+xMsk00Q^Ofx-={p(7h0YZZGH6CKtF8(9YE;=fqG+5u(nxZR5QL( z0@%-OU_{T!y|yP}8yUX{wu(R=AfKnY>A@{-`UcpQ<4I2~3SH2_TR^%O8uT$w8t*_2 z*+*RLCXYHt;2ZdJA8eihdzgsR-Nf~4Wqcx}dYOBfyEnXl%-xmwg=GU0d zGyHdUh<+mZe0_Dzz!rUx)92UgAQamgMR1Hw@_21eE&$G$BB1J<(N5=4Y!@ zWqJP!2>z|(?%LAVQ!4}WTjt@b*S7enV|IVtECIT|V32nF$*3*S{bBrUI`wWRluB*L z8}rDAZ3^NGg~=bx_1JLgtb^V~N(cJ`enX@K+1^K;UM;EQtvImqn zp374Q*$+3Kqk)HB4zZ0tG-8+T$|d+_gZ#LTVtKnzQ+#({grSYunk!hdo`$w;EAV2*v}*$lxCeGauUnbxR*roj{u;W?Usr|%=&JtE z{XGm)F;hc-#ST1zdl{gFp4jqI|z3~aoUk4q%%HysZgWYxFY)|c#-A6l}^3}69 z{nYumK|hZ0*ZS0yB&av+n?fNl%&7T*MsB+u0<{l45xQwv02?u{_k1q89qOs|{C^ej z#`#c8Ozo-TM?tSapK#sPTlYWp(F@fKdV5lUF1s3}=SM)@(+ddgCi-bJxh9bwH<>)k z>+2YLspG739}sND{S1_RKlCVzkmbBT_6>jdOwRjAANGcxpEa+#O*~#t$ooSiDL!MPZQ6z}6`BGBdmc4uA^U&@^kuW5y_yU>Je=AA zbwrepxAtw|qlc-t6KWLDO52G(!MsC^4dG=DnvDw#M*km(%j5Wj&z8U<2yn&sz zzD3{2I^K7BML+xuI5xH`@|YU^wUcg`=BiKVbUIQnmxo9+8=*)h@q#Uhqy=o z64QlsV4vrlbKFM!Z5t4K&V6tL|69r42s^%;j_zYQUnF)ugpV+v1^8z6)%a-${S0x{ zjGFRj5PcUmJ2{izBV~9W&e);o<6B-})lgOBgbKoy*K^PuEQS`PNA^(73(R^A{f16@2Se4-1?dd+gayipq0mrN zgN`DhIutBWPkj9;RLet+(ywZ$=0{dRi&6y2l&NJyHPJa#_d!ju7HX9F%;PQ;L4{rD z(-x7x*++TdA5YQwtaIr1AwKmINcwAD(fthcJLw)d1FC&H+1YV$Ec-@AzJh>xit;g@=NjubtIJ>G#J0{iv%K1>$_{tf$rMa(Gyw}Z@tjV zSDQgc(d&^xcV!RIDxrbuumBkTK%?FvZ&r(;U!ezG!=7MhHu5z&J0UOjum_%9yPIB! z=%IIZcxps{Z*sJ+wzvZANZTMC5eX%e5A&&yji!-nu;ZsFC@qr6Ur0S{Y&}MP-b2i> z_I_TWS|6RiM(1_Wc^JBmtAlMS`031#etQ3qLB9hZKh_=Uvk`&16AHYMXQ1Q?4^a#2 z>|PQ5)cdn;r4c7{sfCpey6Ffc(?fTymCH**!hCe-7xt!W4Z5UOfL>e^sNvP=N6GU~ z7qUir?y$!pTJtS7q3_6qzUm{jku;}3{Wc&-hc^n+{N;=~gzwJG^w-+1I^X1`v)Jp0wDQti-tLh4-s@D(Ij5VR*fdVB9 z?>|7-)2I=&GDrlUtu;dR89q1!|Ep;qsuwDH>l!E*F8Z>+Y72c|4(PM2fx2sTkTx?0 z>)M^{VF!ii?^ozW9Iy@Rj7OKYUb1*4dIVy;>@s%^P4Uogd%U#HULRe%mOTSB9xulQ z=)JB%`s8M?jw;69g{o3xv-QeQUrLjEPq>j+-L*x8hh~BT?N_K# zHf{FPKN9GT;{5fOBLP|}Z;;l8_GdHsHZg@gGI`|FSFT%Rf&wcmzL$cT>mpiB>OBWsR)K%LTcGsKi z5eL`s(ko-xi(TTn)c!#IVh1JE1@<2eSS$8lMvl)gf_y)Ueu=yvNWBWhX99ZCX9iH; zUIy!#6GpAiwWHkRmb&E5qerQk(NOCk#Vz#FeBMpYZ?S`%428(J@&Wp>7(K9={Y(jR zPBZFDXJXZj-p7+#zSW9qOm?lG0bFx}9;YqwSSB}lz5sSF%37H3$Dg2aBtL%70z%KRw`S z(5z53oyrxUPa*bTsOk4#e9Lt}Ssbp;t!e?ilMm`OL|Y9s-Gh8l~hd_U7~b z_54vN8$E)w-uhr&>KLM>&O$xKZ~C#`4CI+htbYjWPvP^OS;0E^d9Yp^$X>55b=Ze~ z09&_0rW^jW-7npskHGimkgsxAhtda`j2^Es&Qx?)%?D}}Xm^%v_R_PZeYMtQgSHfU z^~7MU709{q*AD3UNe%i*&JkK4${}PA?@!jWU6%-E`_t9=c(Zr>0Kx*6Z{%&PxOII@Hoh{prh#aGk9=I&x({g%8!H ze_iWEuZAxb>5lDO=vNrCj;B%E+o(}OL-bc?bV)tf^nv+Q3DrI1R%d*rNR+z@vC(d_ zm-=y?V#5tz9n_f|)))%F6+!CQ)~I#3j<$a@6l~b_9Cr1~g&*dnr^-Xj74X(7FMTw_F+ZIEwUa+Id{tU-t(5v#*pEJ)oHHJKAIby`AU-y;3^fMv zMArRGe`j^qB5yso#_Xm2mip*)eD```f4zAiKs^p{trJ?5Nz~CT&}1)TpYA{2K8(Wjqk_+=u?6;t!uCzW8boTBK7wvb*LaY3I8Zvhh7ppSZPB`5@#4x%3fxr*rXc`p(l`ANGX4?~=DZkN4Gjcm325X@K(AUw>~9psvt^ea{}O z8v~5`pkIhip+t}bcDDEC7KNS6#iE>n z71RLY;f&ZLc1RlETaXCb?+`)kZ12q#ot(^Vf43d;*Y8?0UZWr5S@`W=zc)BKnZM7s z9h=7Y|MPF6_>JRY+i(6El#_&3Jj!alCBkyWXGrw&i(5 z5Ifs@^KyLoL^{SsNC78vgKg=ji=F6Vz#`jt;n*|`F(598AT`JBwrJi#kH@_YyKRN#+1*i?bEs`hVU9HrXT%=) z-{;&7+pqfJH*@)II1+{!5En#{8i+GukJusqdi}?8Ihil{*yix}kNuK|I@|xhJGNzZ zC$n>N+p!V0yom^6XM1lx!npB$ZQog#`)(uxnTv!YVTb|w`}3`b4fk}hjcd>Gc1RlM zvmg<+^CE)S+1{J8VVhsVY`;z8vjvH;{T~s;&i39si1C*G@QHsmuPZs6%qg90=c>V+ zoRNP&zY&}}=Eu4JI|hRky4!y5!g>DQxh7!$ zd@XIq{`!Pz6<}qY?I9YyZ!k8Uys?ycU7DG7>{|+MZ%FV z#DM($we&*YU3=TcvvB-wBm(*8<9gaVnNLlyjeCmm(s%6YiYhDdc3H5t)8Et3n^*osK*yMz!Gd zvt?KE!rUKuA%gkLMgH0RKGFkN{A~04=VOgTXQ@A~U7TWG7GyV)KJ)yAn2a8fetMja zZ~WRV{l*(gjO|#Ee&b!G&%3ZX{l;rW&t7M%Z9D@uaX|#BfjA@fh#m5;V<{&!pwnUJ zKdDhpok^C13zEeIy+BuP;m%MkK~_7&$)&s8>fg{R&cJdz4FKv;z${L{T^#P1q{wZP zEP4op0tnr5pcFp=uQ*>8N)LYPnh{tnxAHfA1}x?gFn#3n6W|eiUd{XM_kd2ejgfig zXqopgN=lXG3C6(0G?Cl4Hv^a20bGb%xT{;GN<=dipu{g(OrSB0L5AS3r|W#>>Dx9WspxfT7PTeQsJw)!Q&wGUOa$U)Y8;}W;F9|p3%gj@b6@WfGW{Xa3uEaj)0#ia<4 z7M|Q|qnfFB1K0#GiA&pnQf7*gCQvzi+5+7RPamG*Vv*Bd&|NIYuj3YZ#@aR)DD+gb z9Am7<8DpezT9k}G0OdvztJICP$ckP-VHvv_u!}%`YmcNZ05aFfBF)QKB;+~gPXe~J z6W9Q-?)$)W%a@3kc|g$m4~dl;>tdweglO@SD47RzI`%k%r_eMSWlq&$eWlf(*`9;pS+3E z^>w@qDjqK}g~$;+)x7;9D3lsmWnXTqJO`>?;0U^y4QvPh$b*h108#Pdwe)acC$kb{ z+KqTIxHFflP$iIOMz)HTG((K6>>mxiN0dB1&6AzKTEw?M6am0!)&o}=f!{>~3p(u$ zgl|-;^nx0t(#;gvmp4VeYy_(9kSxDsNRrJp5+s#1`azjd2KuC_FMzjUpVzD>s=QgG zH1OY_@eAH}tYMY})*8ziFP==6Z?DJ^mPFazEkU+yh?fvu;v$Rc zI#&8m<*CDQQ8I3kRq{Lnffct{}#C_~Ea(<^(ok~rFBmP~O;E|41MdF@SY$BzZVW81E>tx2$T1C>8-8KLFA71i zQh!&nG?|_xle;HMf$9n30?h5+J$%9vBPGM5C8BbaY|0lUb|MT(Kn(T;!)r7MTr=LzMugsq6HmWbvE)a8z$IITTBQCH^8O-d9PpPRK%83PbGv!FZI_+88BIynxD= z#^+`M4J8kEV_v0rbzoj^fx$ZQr12L|lcW$Zy%F9Ca^P*8{Bjjqk4-VMHD9#MI%k#H zK;J8OC+|JO7uKLxV(|{+#0LTq_2((}NWIm`QsX^OrOpKWDuvt~2lT31ylildlkOg| z@|oIOpdRp5;`{_-TrCT9^%FJwjY--8tF-1Jcb6m=Ry9lZ+$quvC|BuvNfLT6K|Bt| z%l7YaG6y*0z&kN=%rjbA`&p&-WUJ(FWRVK1sBiQbmxKPK!Wc^&>_qp|(EG~)QF8qc ztF+J|3GYV+y|u0ANXj#B=K*WC_~V9AICV^2<6!XiIzF|Wi{r1+swI$ zi^ly`exg`@s4HA=p! z$7K5nAh31t)q>DEaL!H8vgFwmDFKm@^7Sl~CB*(msPr7RCdtixiL&Fj1Tk#^Mh&by z-Y-t_QKN=rj1?(~uee2tVFrB~IvxOoaRM;T}fuY)$CFR$f8OmZ(2YL>oG4Gv@uBcTwOWRjKGD~!JS7!(U% zpbcn$C`ry7N|Z3*yII}iq$%~gAh7-T68Ov{`bBhE9+>sA=RmumSGWmnMA9FeBMbE{ z4|%RHei{#rM8_oA0|i|CFVFx`6IzoWEysw@<>a~<(AA8m$0V*UjiWCi)@IDdNAM@# z?Zg1oC}YZ`%4+`&ZKq^8JRngrZ;O}4;W09Jvqc6ITW3t{KQ`gR3X`14gD@i*|*BlO+u0nQ&JKOP{5kxK%QH;14euyQ=VUw4sM@0TKR z=aQvUo@B{cJV}heU1NWVmD`8tf9PlDv*t04fe;sC{M@WL2V@Fr*#+&-j~(iMizUbL{u}zcV*59+&bDj!W(*$K}oI z<8l{jl(gKDBE-co_BlzD(KSAB#}4~ZBPxD2vByD2xv(LzHU?Uf%Uz)X;Pq8Es7BmO zvXecWm!C-v8`<+gU-5AS^p?c%U}#Z}y^EAFP>hYr!hCW=y#PH&r5wb)qe-HRvsWww zH3BgB^GH>wCZ^QE-y0A&%}g@9HMA(4C(f7O^@i?)bCqz1=7-om!TDa}_wo4q-eLGF zzMgHaNrtTCc=l!Ow?ai>CSMF?-@_VOo+ckypc*1?jp4N?d)6h;G=#7xcEQJ+helHqwnRyW*%rBu-#li&b9ESWWYn%tMtlSrPE8m?PRc>vYY8;G z(<1skO_G3X39@7pv|=CPfd_O>jgSWHNd$lBKo8TM zy%71jUba*@wlhVp-6L+xLDf_sNnT!{uWb<{d!YFnMvuKEh`tNkF1!aF&RLUu!Jm@O zL7{ZhB#tlmA94H|{|k5 zEm}OGG&@KhTKyP1=QPQ02cfeeM^=N9VCcHzVqx?1`Q964jNcGwA za(sN8gco9uHz!)|rdp-*NcM~?@XPk-P3aF?Q2W|I-9gXY&yBjuTAi}Tia)e5d5gwK zrQGaEW)K8Y4HIw9`U83YX5HDU;;^kx4IO**gD;WY~q!?6OZRrW8EQJ!FAU(|o=rzb0 zGl~69#JY`+(psH5-UQ0XZsZ+$lo}@z#Bx4f!WzZP#rkpLl?&Q|)M(k1IZC?Mu;54R zXFWNFd^8d}7evp|-JpU(&(r7!4qn7J@zbucP$QY~S!8q+)ERN)4{TmfQzX~dWQkh| zmDet4!)7E%HTDbR!>p3Tb*gN{;ipCPZsgcLL!jCiOg$LE>jWrw=F;y|E6&pk-ddk3 zPoUyl*)UZ`{_sRXS@e0i%>_(%+*!y2yaImp{-wa9lh z8MiK!hkRbx3i{Q~TpPk)FJZ@Bt=R)jW1qX4y*D|sN<7qI$4v73QR=J-swdW#@q|gL zpNC$Dn7B+o=Nk|upZj7r_B$6J(7Rt@zk^@aB@Z~AVNY;@z3erv)!m_H@cl?f_Rr9w z+|37#WiE>d`;Pdl)I+;wJ)tCXSUZek$v@e#*FtP~)Bw#$FndOq z6ge>~Su|^s*sn?upAO_9`jruPVrAY>CtsgYwE3>MG*jYcloZ zt(E@KDn-!I6=%L*7b(rBQn#i@(sM-01gP!S(?`0{_vSlDuYnJY+(=AsrPpU)P;?)? zY;cOaVt@bpLauW;KqdJAs?D{rP-o%0^syPMaINP)dPpEg9b!H^iP3FPfAD(o0An8K zIukv~MttivG$uzoLh1M_MGlWmk(bb1P9K~sRos)LQI7=4Ie}}HpR7`xJ>oU|a(pQL zH~D@5KDGv#jxY7}Wv@@}X*`fTIFdcxxKwd%l`7`bDKZ;s)kOCFJK82oHhRRbtrKM2 z;#g_Kb&Q$p2TaUw632uxMs{p=o-u8E@gmqQ)Sqi(oG*$zkR!?>ecjpX6OVVJp_1uz zTn^PfChLnGl?PErj#0>33ouQy3jG!e?6p7guy)BhL~C#I({Qh8&P7@gQttgwhb z`{PTy$yvYQ_Y>*sh{0fT=GM`?B3bIE$Qt%;@2Cm4DkRE9s8PnoL9DbhR(5e6aaCR@ z%dT?WbGTK)h=titx&DZat`K|sh~xI?p$Jk58SI=QDfHnh&r(|!K<(2sUha}t9ijBi zQzBYcCtBs6fw4+KKeNUnfp6$N$pI%>e>d{Gr7is(;;;m2loQYja~)^`R3`6#i;^yZ zTsIhuucku#w2)p5pN;QB?1x|_4mqkR`}Rr6G8>xXVJo06ou42R zcg4$Tr~_V-FL{`Pb6N^rzl!7*Aibidx4Wz($w&gA+Zc zGffl&Mg#1M$wzBNGmRsj!M z47I>qZu6f3jDTCO>lX*U04(4oumX2(|1XDFcz+mJLi4h~8gX%+;sn45A^|dwPuL7_TT8MPoRfzj|$S_ zsYac9G(=Z$J{N9h|H$p|HH{C@ znxBHS{|=-6&h7c*puDIK#O(&R`6r<(CvK6S(u^kubDMoEuWywW~(m{mQ5} zvjB%H5uy#ta65cWC>L4>X%{=AF31SY!lV#g79FA&fDgFY0pZLF95*8{ugpMevhb8^ zp42@4aiFd&7OX{}MrcusCv$INE%|_Kb9?=^(a=)>QJmSGTj~!RH4Ahs(|-!lYfm5pH7rIQQ?;eshd4|B`?8z2EzbUy@}?Et1&r@n$3rGFM*?Nh>_`R)9*ZWrM2 z?SgdVC*XLGjQSQx!2+O9+gY1KVc<8|?p7hznja_zw%l3@=o-FK8ejSuX^ih2Me_1~ zIFR+o)Bt_x4)i=Lu!QZ>9Giu4&HxdsjQ+O*&zyyrfux+N4HPO*u%6Fj)XOiS ziUGn?c7KR=WF5jR)zwfgX6_NGSd_ui;4#sbT?0*QPW zqWQCP3_er1SXcw?q z8}&%)ufXJiu|)af7x?Kq#EP#rLUIo1rVrW!WB%x&;{v^OssQ8i_S0|U{q?9hP%Y3& zWUm8_4St)0m|4(?r)4wFhNwUD>w`Uy{KPA^`~@ilq^9`_Z#@qsNAp~MTJDmc z)&&+fV4c63rUq!g0fG9pd5}IR7pzWy1nbwWM!f`W!suD}*?A~^@R#|(u0|~Cpaoxc z)b-_E^#bvIe7T3(=l9YACT~6U*;hTk`RkRpLE0_SsOzo))2oR-&{J}6VtfEFtwF#t zd0o_(+yqo@LJ*Mp1wFLmPB+b&6WWlUe01*=U(Ffer`>tlcz0KST~jGQUsnp$HLZYM z-r_0FD|y23nGl`9TDKCXJKsPdgmeYU=iAg>*8oji!;{um_w&*@9e}NO_tSfypetA# zpeObOX;OEd7@mix0TZvgpuK31|9Ie|-CF|XYz-Ym3;bSyJ`L%ilfMFIHh8M#x|c5B z<^u(dpN^dFuM>L(YSBW_1N1j)-X_o<;a5f4{OJq9tm{<>xfVP2#g5CcV{kPOoj1fo z*MIWVd#k*)Pc2{l3^hu4L4R#D0BG8WK<%;?x}}rBI@-agIeC7Vc764+>?3&I`MkkRZexm}NhpyH}q0Y9)MQ z!dRXb4zzqU(C3ri1GImcAbklX&*9@nok+eM3(U&30<qvo7_SNA z-t6qIZByK}Uk*?0yw^)D3w(4O{&71WR3=8KOezQIMe1v&!sMI{D0EZ2e{;n;XpkH zL^1n~U`;N?oUmOt>~=jfdLbXK1F|=kIzE8hl(ji9(o?~@bsCgbmyBAy74W)qAvzE} zbS1YR2Zpv47~1rRhkCsdb?o#xmJjdw*$70zceC82;cQYN?^m$(rkO+NvawQK)R9c{=*g!BF-9g>0OiK7=@%I}ljovTgSlS+>W0x59!s-wW%E@@-ktgKN z>ipiX6*;RpF;&c8x6Jg{RzS=*whh$MErRrLaib>sglK8b=k|j9i_i9CUdQk|BlB9) zms&>cDMQSRNeofDiPXibKvBQo6VHGc-@)GXpi*j2zeAnN!ug(1U)uVR3*CXHcA;;< zmg}HK`PI)|57qJ1vKPE{{&wguj{9l72!lHM`fIK-0h$Hq>x;wCfeisx+=U!P{tCp8 za^a&j5g+E$0UbSF4-6If^u(q34L$gcDZn+yFy~Ihd_!;D2>g9}lArc_?yrIL)D0Vj zXhr7KZ6$s2LExQM{49<>D;DS}?`s{U-s~gS?x5a(CI5Z{Hq7gH*68yY`jn4AL*LQM zz9h#y;`42M1Rbo);GrvkNoR8O*7$=ydTE-U_Ppw^v7ZBVTVbR2r9UiCn3_-BSv3h? zo!3+USjfB=(DTospPx$XP3Woq5#D;t#aly*`RKhAUtK`2HJv`S06y{*53-EwUYI6#T*G7o*NxOWmr)c>Mkdy6d)) zK5Q5B+(Z2FT6_!de<%Mf1KRzV{PBYP_ln%{nm&iuOvq{eH}*ODf6B4nI;rOnSM6B> z__DvJmcQ+#q1AjfGce(S-a+~{hJOE6h~_2c+A>f3`S|=A_H7&J1v&SvwX7Xq3c;3J zXW>H@^p6kiI)H!dgqnfhOy~En@w?!oAsSv5m~$U|XbSm>-!DU+W5eCVl6^S24*HSb zp)jx@*^r~q9Grj_tr1rr&GYkCyw#dO6AD)B)gZOVl9&jc$8lmGE zPq6iUzDvXIWjwTIKcLId70m~V-KoBxZelNR#Xm?(9W&}S>PNsSXf5c~cHrv=*fTkQ z3DI@*8^aMnzW(B_mwLHt0Py=sZN0U5UtgUGMcK&<1|9m^U!xia>arHWy1;1EYcAwX z>hR!4>?Jw&TsHhMFLQIi_Z*?>aq6bWd-u?vT|ISYJ#UT6?5jH`8?+{S=*XGS88it| z8%@bH;%qAG+loz%(NGV>0P7}C4C3>tz3efz;`1KpwHwqk(0;5$=P6A?^#Rl~k2^t= z_{mRyI&9DxP(F=s7N860l|QBi>2Y$qh5o%Z^)it9wWlG{h?uCy+=!(+d);)`VK)uC z;jSsSJ=Lqaj}E85OK5A*W;gwH5B*~Mw!zxSYE(~RqW%^3jO;rN@5tNet~$CiBbSlB z4*YgjkXFnQq}Sts{?q?C;lIAuscY}aML_tw<692oxjp!n=Tlq)3lT5b2z`cPOES>dPAnf-NWw*YPI3_aLEXdE81KSHO|ZNB3~ZmL3#WQ+}r zk%VpRszVcS+D&Jcb=MIiJ=A)`O9zhd)dz#2#-Jz6zRzC^Zw*kptATpEl2MNU#jl%8 ze}sLS({DG)$Tgv?>=%&Di2YYLZB)%&cb@T3A@}Df>#Gmj`RS^?>?7a$>p8B2ggFK4 zRdl^=4fGlpxi&(59>!QX8S8o$`e*$6S7dcYsEx=M;m|6jZqCC+H;nl=Fb$U<(3*XBiB}{{Y1WMP3|HO-|0aX?Ap068}iW z7qShczaL`T!_k}Zemg$0yeF|4gf7tklI2GIUZ3j^_;HU(^mBWl6E-2_)~k_F?i^;H zu$NrEgC5gh&`aM*@YCAl^S(z|b27c_1t{KbK$$>pbAG^Y?vwX#(brtzyYuea zt*obhdE%`F>-uV`Hhy~UfI&ND!1iMTwRI=17ZnZGalTLwDpYgy*tTmb_POa93RA1l zwR0)1rImBnP0%pcIOVBb&QtrLK>F0tpat>E@$@ZI(PPEeK^o&iuZn+PXPxD5v;W8b z=4|MKympwm2RlODGTxwrhz~ceU5ywUpr0NF>bs`F+UEmvh=Q^gf9Z>kJ`x+hQHz2R z+a7C%D|_4DgLQ10QMWU0zt-r>lXZJDz6W*El^(hyws3~}1ATR<1~m<_Fd9AnfgbM= zBc0tnboO-*E#AUQ@6Gkm`LzwYX-k0afyQuE?GSZiDO^AGG=^w}eE1E1)VLG%0w2nc4yq&D8LtbzJQAw`O?)%?iD3le+$z2JP03 z>_J*?Ua+pOY}9O?Av!IETJQ}YDM7ze5gnu30Hh`on#vyZfrnl`>ZQL-gLaF(U}QFb z%{M(jrw$HMFY?ygg+>kGI`@iSm>acuJvJ}bnH-N_Y$caRASc|QKx)bLXQ)w1*s~{Z z4DHtfqsEi-j@)5yorhY2eayeGe{9C}MkNn4XD&avY4{~Kz4qBd!!CPkyE)LA?DNz8 z%M2Rj?ypaw|9V?JP;Vs$Y3yY3Ci_}5`8br?wV9f^6#2;7N+RRAK9$zMU7Lk^YB>9e z;k$kH#zjA^10~rVFMln@ey`ly0Q~@^+q}g_)iHlw-yD_!dtv9?4#YkB4JR)DS89~m zj*jM#h4#P-{&Ofn?aYqmWuB7a#Lo8KJm-sp zxzF8ve4oZ=3ld@bKO%^o?Y%iuR!4Jz8n!XQfi#362E+vs zm(Mo`^P|_cHU6{peP?~2s{gPn^V*H1&-@nu;b7i#&NjdF8Sm6r2lKe+={H_Rd@X?a%ILUi)kM>F0P3NAt~&KgP4IANl`vk^I)d z?6ood<~|KyZeBe7=6(QQ+5E#-!m()>VnAFFL24k*$iKJw)C`X1M!C~(UN=5Fn4jLT z>FvLt(-HDrTvgkg{@z-ip_874Y{&ikb)S0fV4gVCHqW`}DIEFl=UbKehE}wl*M)KZ z-kja>3v*H1vAa1o0{Q3jY4d?w(vI5JX3uzbNE*IvK_ZZFL=ZdMd-HsBHrvT|{xE)L zKwOZ&w}#r-eBou=`A%`H1=)>6Aajv$Bn&YiE{GsC5NE_5u|v|Biv@|W%?T02&i39M zPaM|&5r_Z#?|vuO6FVnAFFL24k*h&^J5q%j{0 z5@DMcB8Z*sy*cTPgV|-ZZOp%SoIm|q?w@VCpUe2+NEl*3T#&yvRw{Go`C|@$|Jd&I zDI0$DDS!Xia`conZ`s!VSG|m)o}7!eeP>}kyO9WFE)tG}AqM2{pL5p>2lJ>gwsGw_ z-VRB_4i@CEbLh+bdf&1A_Fw-d`98V6p6xgPY+fCiSD%r#acVFpXXM|{@9kp;^C~yn zF@K$V5A?U|M?DtC`p?H4_Qb(_%*!_Be>R7prw-;)fwtefaGt++uByyGsEh5`f4|mI z4;{?sTl~*!U3t^NeCJDE#tFxcg4iM9=4Lk>%%5M`{{L6~Oys+QZ-0Epyyqg}NEl*3 z{{C8WPz&2`bHwD*nYbzqzdM zpRM%(*Jn1Q+QvG?SQcbA5`p~lv5UVa*Y8e0J;u_%lz*Ro<6Xrr7k^4WyNsvD&itdt zP9Oa(;=048ZnpUuu!jpGNDagpu}AEXe;p5l@;RDUjI#fe8s!sD!F@bGSx%KomP}6* z#U4tFFWur~eZ^?m+{-GXs#?Tp8q^IyT#5kUxcmS*l)J!vfGXSsIyaL4Rs3!e|MEa} zxb6J_ke#}3feUfVdc}u45f_NYOT^_Kx4z$CjLX0RhsH>&OVRSOK(t(QvC2B&F0WFc zHrd7#y|)AD1L_ia1K8>lpjSY%Z*e<&{Tk3sK&i6GJ6Z;p1LFDtDgs~=efyc@g&S~A ze<0cuOj3j6yEE3i%Rm@P0PSIIi-3G*_#;tTge1u70&y~90Z&RFWtH32EploLFlcV0 zw{roG-I!bU>p@L`^lt$CunF*%WpUU!2+-BNKpQH?$fF|B z;l?xWx44p}KU^cl-+#0`{+x-^+F`Nx`z!YxNpA3~i@fb-e8ZDK~RykDAD$$7+ z+2&@Es4P5fnPU>xace!21-QTho~qgm`xQc0smZ_|_nRdWSi<&Y!25Y(b0-g;#yTff zVxxgFZ;h6Z&7!1ms8yn(p^V|_&6}@4_rh9ou#UN`A#oy4MNI-L7e)g48itMs1DnBr zO65(G?@tqCmPfoyeitiuC&WnC^HEaiiB&QJ`#m`vC<@TuI>4Bkt%t&bIYrC`@--b; z|5RX3qk;6lOqPr7lf^55r*s!j6qh~FV3doKJ)>i!=ZPp;+|4R&n*qy?1h!7Va%jsJCg-q%H0)WpH=5;xIF~Lz|@TxVy{X z3_i&Jli}6xf6jc*nKQgtSJEcWe)e9zpDXvhYc~Tj)*L(IueNaL5`g%1?~@{SASUH1 zC&@?XJ}!QalRg?NM<;Re?r(Paxd1c++t95M2oKj?s}B?&aZrW`vGA5LV}SwXNlcMi zz@xI3#j2fLLSAhDag9hO$5Ws@KXfhN?k^I1v@&_bJch#ZK>suz%FFUI5a=NrHP7kP1FIdn{!wm>rh zoNyjFtn-RkIeQ97KYrMsHD)7s)MUI>7qKVt{XQ6)f*_k@CzdX;-YMNu#qT0C1U*xv zFLXI^j}m1hv@$O_!MKKRtW-x|eW3dpoh3?s>jflvEjhOhamBhm)`nhywMF6^X6$$d z*!NT*w>f7e%gDY-GTJ9m?$%2XGyZiiKXe99VtU z6KloSrXX8e+hp!n#v|U||G~XJ00APFAKgT+ zc1(~u_kaR70;&wH)OcI0{0havAn2`re*j(8db?!K08|Y~cgt;&vSeSRl!B@u0(kc- za!!Zrc6kr9@oGl9=ZKqoA#^OMnH4 zH}@<^{;$LuCz7jQ6Zf4=_zXT*dR2;4c%3X+vL{O#bUx2cK@S9!tjmCSsXHf54sVW? zAJJD#k0|+g6c`sVRX7LmRp=$wBiYjfDa{SMG(T{{^r_-92x^FiK>Q9R%D$rsGBkUF z^vo46HQ&Wb!_hI)cyg3HnhzvD$Sz|T@8LKoM)3c4W@4*1b7HLxu|vl((Gmfq(FP>A zBlYnl)F`*{y-s|81>b8(th7O9bxV_s*HVGlr%I+`sZwlxikyQQWzID*x;IL$Yjd2?bC*r;}HTmm$9btsVkZMzLs#y>FKnUv07;n_nx( zoC^b`EJ_|M%N(k)7V^dI4big4D_U*NIs?{e9p z@!F6ihi@fHb8~_;NQsw@b>gK?%Q(sE0aZ|z7zqJ(=ysZ%0K~rLG@yAw(2&rl6&ngH zdBQE}4P8Y>_6#>mCYF;crAel#2^ z0%vO6C!mA)ZESw}o9e(T8;tNU3h;ySF2yAT$nVfKR&vWo#UmBw?Y6avX|-`A{mYF~>{$ zq&NvL8YlC+#ELm8TDrK}rPEdVL3--OZdS=$n_jl1RlY*u5JG=@r(~p5s~Sm7jFbkh zkr-n(gU{Jg?CB_;Qgbs}!YvUqlOD54@jR9^-pOq3u4VsOeiPv2_ z@rPr?y&+91RY;Q(P@}Yh?qfsI6!DvpBn_Z`m_Y7}IA@pPIARpiy*}713sJA zg?ABj5(1zetsAsIi5tw{O1u; z|6PRi%N8k7`68v>9lLC0?)6tdfm0Kjr;PLsTz?+8y)R>I&5h28wcos;9zkB?-6Rq-=ze!~1=t%>DwU1{7m^ax zfDkX51Z~9U-CR>#J)E}xIa@eXgtGGv5Wv$gJrK5?{6zDszviE%j zjGsKxxlgiG-J2vIPC||1oG2fwB*@&=aWeT%v`ijG9zTKoe`fzczh8-c!??cRYF!=j z-BM&ZvaMFCyk3wZJKNB=KTMQ~`x9h%<^(7;pab|ZPD(>%bGLM~e8~|dYv1B$)Xb%= z=r{0(zHQhuxR}|lL{8f}7}^YSTIX3%KrM$-6&i(G z)1XEPN|T-BlC#hg6md$GQbSV2t5>pkLvOS90qc2amkhUwbMjKdfz(}p`buJ@FZZ@_ z@80~~lp0yCH*>;<4WM1fUKKbx{#ZcCyZE5FhE@JRU;X)iY?W^`Dbs$$_t4F*4pzBH z3}nR@Sp5{ytucK7kV9Osw222c6)3`YHAdA#Lok{~kWGiT;xQ z&lUeLH0~)4DQjRp4(IQnwq){Ilr^o|nFMm9pAhUhr=sBXKU^ctd znulK+7_&Y5uBK37&`)G+OulOd1!qh4uK4aLd^d7ww7j1YC0E&F)%%0JNgeiktf^Tn zYqDDdv0yDSNXK(3#RFmcE6}$k`cA5d$ZQ(X;HqE>jQg z&|f}6?@!1v(4xH0W0xOuvDajN<1*Xj(r3O)Yz*tnddcN|$n~|!(IIc3eInoQ!EW8i z2e+!x@3o-jPJ+&4aI!p`&Aym@TuXA=+5+)X{AH}fPKuE`P-$lMj+RwFMoAay?b9&) zhd6DF&8GQ~H-fMqIjT1ltL+$T&4(oExi(P}-4m#R@zR%lv4OnSg1#jpG+LUz=6T~} zdR+3U(>bUYiQ(7eq^tB1&Y8%OdFf$$#!GkTSsaukw~xh2Ey+?5>c_FZ>;-uqH4^%dYdp8G zKPD$7;|GU$X0eNy!k5ndie7o&0?E76F>V^vJW!Z)hIZ#!s+=30DgjVAhmA^sqApps z;zX2-(9kV_CNh#|2S0y=Zjv6cQ8dq1Ch|-K8%<@rh@SLDh@DtF%RNp~ zLpG7ydVPYvb&XxjvxsBr=k})&@~Y)AXt~QIch2lq~&;ee?%(YD2dR@a3V{X#jpt?y5P6 zJzdsRsmgPmecO{Hv2UVWE)A{fwKyoLVEB{(GRyaoA`nQaLI` zZaq$xN%2W?XH=r3KSs`D4-jsOm(oxk=Yh^^=MPYrHlW8`O)p8VD_op-&PR?Y29-GZ zG^!>&K?Bw^Iz>`#$q*~STSURcC?*cYU8i( zso|?8&`Z(VJe*^d3|r_Ek6FJ_qj+&rX&HXH{ge9W#&AC!kQe}L)u{7J0C(5`jmO+z z4d-Xo>w$}O=O^)}RsaQC3)F87KL=k9gcsc< zKe4|L4E?2117321au&1B1THmmD|7@efj{!o?<3rMOHrr=3Nx32j?>(G=%Oti+BC^a z-@opT(+l!Mn@z*vr( zfHUs)(kH+sANcy}PhJ61OgGtPvnoc z0-AwrMM`sG@n%jZ{qoYH-LnFTD+=X9iC``8)u=^cIO}qp z0=|d&&E)k`R$w+r-Uy?P*$pK?UbB8W1(XPC6dz~|!pa8go4(AYH}E?kb9b5p8HR$u z&jH&3ZnUo|G&1Elg%>%p5PAWR0G&FPlfJtFj|2kVxh^yTtAq6JbhEZ=25bkYs?860 z@Or2?4ssgwT23LI4g}2>teI~FYcTV>%}@BJ12OrXwZBIi@_x<)APuK{v}IOcRJjf6 z#L3EGE>J>zF+p!&){-YJT5&k1p`HjL5-5%TSI#I=)$+Y>V4H;0}>2c z11gxQmxDAjC(lpb$QWF6s4em54|M=Ox)o`KY%vj!$h^hwIu_alQzmbH90JU*x}Sb1 z697ypP)jxjX4l268#6*B5sMzsd0>0s*g$Pw2PQcbdW_qn1l81)=%WvpLW8i$Uwh9F)XL#O+6UNtS~65L)qv@G z0{!XD>BxhChztcbGX!|<0DPqnxgr#w+t5oVkM_{KJG?km-cQ4f{+co(Kz&0DngQyN zE>8lr$6cdt%@L%Ju3NO~uTZsI0t)veSgQfwTTU!QKLZv9tYxAAOI2af0#| zs6m{85zAmVFZdgxTVp@Lctwa>#~eN3)w+=`Q>1&Cq;;7LHTrcdvs zE6RIm>;i8+*aA3uIe#7RV$c;=p+;G1(h&}*WFL!0L$l&cd|pD&Z-7dTVNF?B?+k3I z*f9`0+6#K=mFZqu3W|?@p}tz@zMpo1`l4sFLF=LaReenQD1%uCt}*K!58#*NqVbzJ zk+~H4+5>+BhLwgK$L9`V*Ud;5v;oI^C>HFely@+j}4*mw){Tbi81tiXo zdho0|P|F&u3Fy^L{_lV*P9vuURDhnMJd_9Mu2yTKj{IT-nh%t0VvwF(Zr1HrEqWhX zlYFdUW=ZNVIname!w_>1PhE1xQ}5^S)?fDf=vAmu{I&+@vK)cx$BEQ=@z-<-W_8U> z&ZDkmAs(udw=UGehAn}8;crv$HwSfB(d!=CFQ=!*t@hHMCZLPm{k4sEfVxaD=&vKl zh0y05+;7ri7lCC{7w#XzH*ON|=z48B;BDwC1j&yy2=UZmTRpXNRZjk1;j0C^`K#ZI z08IzH`&?F|c3ouBOIEWUp?(eeV$mGbm}kHs52Ndw)cmsKMs?H!UU$}l{)c;BSYc5M z-_6@5Sc{Mo&f#x|$?r9Q_I;*)muu;!#u2@ADfA7=)cj9SqhtjZ+pb4|wt|wV=kLH# ziQAjh=sVaVnQP{-_L1nJEE3H78|Yy`Q|dos4jE$5*-@NSo+U^(-hv+Ctwo&{v+ldp z0OsjL?slbC^`Y*p%?V_h9Nu*?F!-THb>Cys@t=aU6TMAc;?t=va9m(-!?E+ej_Amn zYk=GpMb32Ng!-;PH`@V2Z4SK~P)alQIaAf7CFpbRQ`a-#%eTl6tEg*b@uw4Y$@{#& zj6Y??4;&}l7sHnfzd_xW6H2m7^i1yqbrz87_;*1XUl-b{n!(zUoE6swUnBP|7zyPF z5<@P`*Pk_$FK&mJwenuGR%OmnLxZ*UTc|-8`vup;^!Ns!oCAb%#0z4a6WQNx@Yc^I zeYJOHXs(=y?<6SfY=K&TFZCV><3y<2F64*OY8UmM{OE_C+zV09i{SV4X=8aG*2S^o;xxV9@n{sW?IY&#)(Sn+2lRUzA34YOp(~nL9SGxRs0li74LR4@kDkDt zlk2f>3F0bMFkK_SILD7W?aDD1|QUwrCmZX(McyE)+VL zQNV8}WB(cSZd@1m6FtgEdWgP2d9iJ9D_0%eyN70&>8aVu0fEm*eQf5ht=k#2(i~`o z@b{nSwf?MM4WXdIhu!d{?ygWJm@9xhdTv;waz2IQU4z>mKVA^x|#1| ztD1YDi{Z5ee-Bzo-?@Mu<{>rs33h#sEni?)#EdL{hM)3TuDi@TzpFmn(Lp9Vx zn2q((HtGF!!5M?J6JQ{aazlqD$=hJGhOoID}mSyTfbqfbX=1I8+uPM)9ku0Hl4H*Kx z!3g96?XqiLa6}l#O0o$`W2d#-kte> z+fc3B2FepCD8?gU&~-G0av}yQik47PJOI9ZzGA5MFBz(r3WaJ}Xeg>91IqFqS`;k> z9Yt|yKcGgL4#mQAXj|T72-QkZK5WhmO;j}0h>eNw1N1+{K=B9oG`cl0zX7~{CO&3g zW{-A~cq-wgPW`-fAJh+-*FqgsJ3zB_2-H@UgS78)i%ysY%=rj=Cu-eHa@H{Vla^n2 zrQf*A>mnpq3;OLoo|=JvyG;#W-2|;z=>-95i=y8+AE=Y_oAexg+Gn+Bz52o0gF4*e zJ~Tk|2dlF>aufT{JmhNRLwa{@(YcpyZ|bevi}`Agdwx0|I)Yr=P1>@xS?^|p+Km2V zJifXD8~d{BJ8gj0bw@9;&9Up&E_8A2q@THAB_fKS0lyFleKz z23ME$>l5?8Wg+6yFdGeDx`!nXZrW*7i?TNQ8)aOmXPHgxZ!9`E4j(E1Ew|eZ(2n67hZ!^1 z5bnckmH{EUl>dF?el5qFb&?tCN&4CBJD}F3Zy2_o9DbNOM6Iq%eqDAD%ECRw3;Feo zt3i(*hSH&`S+{JVhh-m7q$NFUS85N}j_3t72Cq3>p{HsKofvt%E;(y*4f-vIU8!3c zD^gFGUs3j|o%!A`OW5NdMOSCY$v64?KE3cm`cvvfdSWJHGWH_}Tw#BazdAMJov*$U zf9=(lUXNT`q6eGt0dUmBXus?gPx z_0n;P-nu)P=V;IU)rS5qyfNqk_Ok;UnDidcI0}@q=;7w{%fIk^>}s%fBi46jgvuo+ zwJi@d#D!Wo#-N*Q2DQ>h?Qk>dn$0G4&uP}CX%=0xm3=vTlGq=h(?5QTPZ|5^hXZB=0$nS3S6&=az=&xjP*3M^h(cODu>njq2972}$@X{8E zUOME0x0c*T@7pv$%kXTn`x)phc((M0Ip3sj`^2@c>M-y6?3t0odh`zb9YJgbBcG>q z&}}O^Ys5ZRoi@*1v-I=O;yjD(Hr87sgMHO2Uw~%zF>1pM7F}njUqz4i6so6g^nPCS zEWYGq{5Q#m9E7h<>G`ck-#NOo4)Ax?8R^`0UpEiURgrjG^m7X?BB#Zwu5pZ%pdMGotYipm3%J?jz?6O2_^w zFZ-5) z^-?>Y`;l`RP!r-AD=#`!8zItiJdpv3x6ZFt`S?!+=w~WI0YS4Loe^T8uXEOpgLKNn!YakDR;Ae47X@p zAhayUgVmS%J%l_wp(*>fR>V88SqeE=-9x<+Jv8?RFa3JnS2qv#*Jb45AokS7D+KEE zKk(nrMs0R7NK3KD@6YqacjQlZ_FY{WGsFpsB3=tq-(vTB=!WXh3(fS_m>6H(Jsav$ zTY#?Sxym1%1Ie{U-F?carLqTUl@mN`Zp}0G2q+*KYbJ3M^8=|3{cEVg>0U0jIR_oz z2?NqF5HTQbh#>#{JlFI9hPB!;&cB~acIM(%$?^IBevjhZ`GK~ERkv|s=EoE8{eY}4~Od?TDW{quQ!>f~a(74XmJ72@GyYkJHvj-7e!M!wJd zPPcWjEvWAp_xp^utfPx+F^?`L0wkBcqCmG3vd&2BEX z3RAw{coV!_Y;RK>(KGLv5xEh^SYB8x!AfKci4A6 zdJ04S_xUcSCa(Fj?z%C~-DiIhT|5hvuY*B^tP3T1YT z_4lvsj}Hv^GdKPHYg?nw;)5Oc4R_>CL=Y#(ds`g2pj=zWXLjbk8wp3|BVouu#DM($ zds@iNHLp1I?acK~$W88NN5UQVMFeqjytl2T2EFL(n8Qu}wj<$=|09ApIo{hw)NrvK z9pf19pUo?CQx{u}n~rg6GN)3=f1clrhAy@?v5ss0bzWiUFJo)R+=a3J`!Q>i+vX=Z z#{BQ*(2+T~MmxUm#(nWyxqdeij{Ng+@6%`h*uY`OlZ^L$ z$L_>F%Ja{CR4K-GMx2nF__ZDRSD)I&3CSahf4?61NA|9R_Bht|eRS0Y-!&(HKbuzc zbg|Wsa?J1h*>enYyqMyc@l&WIE8*JBrL z&NG-7jIF7pW7`bTjnIMm`XXuI>|ci$Zq8O%<~-m>DB_@&xiZb`|Y?m)P#xr1(zwgKAdCs+~K#p(JC>Nkcc?x}qKc`CH+mG^^UWCzqMmw_0y01h&39Z<|QoJ9SzRb~JUX?ugy z%AasTI5aJ*Y;n>R*m(CZF|yk$Mw$VKFU?Qbd#nd?Wwy!z1E((!<)_~(tWuPpe)|C_ zIdVBwY(NbLPvEEVSChs6Qj$!8uA^&>csckkMoN5%lF75|;yB&4IdG20zyKVOD_aww zJV06!k>ibkVghZsxjRJ!IAPXi&|hRplr4)n&9!$7Q0OQrzt=7~>vDqkS58>H$xr^{ zfkE(7`NhBp1`g+E|Gk0yTll#?ry*a4Lgf+qnRbe~A7*@DlL9=pe3ux>b~8%KWsH*b zKFIb#do0YYG&4TZ{7;7ULVF4l{c)!ky`GZ4ya^`c}G)F4*ih_hbv^LfTi zjs!k`fRlmuKotPZilq{e_-FjoJ^?5KP>nsLt6Cd4t4Bup3IhG-Fp$M3X z|E>TQzZE(RLyQhB-jnaWgQe4OYjZunGIj5xqy>{v!seg zaEfeM#wpFNNpgu(nhUgz7r0@hc&QlqWo?w)^kp0%P;0p6vjHlB&Ya5J8aRgl{Y9Q5 z$F`-)=v+Y21_L`>l`MPRlVsYZ1Z*2G%{Io$iwn`REf=weZ{&`JB48wx9Nkz~OXvxj zF+XCUUQyG03E+aITH`;S@#57wPDaiLjz}CV7{H0#VNgB% zMjZWOll9Yq2#y6J%h(Um({3crk|>QFr`;M8WX$t;@diqNYEYb%TpugH9gLBQzi=}8 z=qRbN5L%Ah&r` zKxnokNb@`ik_iY)?xS&>KprcP3j<-n7w!?~Q;5k&#P(zCK4%bq%ln$FH2@!O1H5wJ zkEv3oVu}p0CCP!YiLxFlj!VGwT{+?U^$AY2-xMYN(nm?1c)Kj{2BLHxy)PiP@&8SX za|hXof6eceDt)g4!}ACF4OD0%F!HR{1liCqUbY{MmGd2Aq$)6>HMOIp)l6V^H-Og! zu_wZY$Lc``Qy<6>Icyp^tnl*`F+`+@Q|T1x360F>SmLv9f*j-2;ghxFWKj|5s-X8+ zT$PjQoyhync6qoGzYb=t?%&{U3A|qL1eW~?I){&Z_68q$LJVBzz9-2~$-pdIrOHJh zNhN+sk;JFTa%D`C1YPB{6UH+`qSSgnR@~k?+7JA zdmvxDp6tSS$5NyrdYt$&Nvd8=l&2XJIgK26-pF`a-#bnME5u5@QPJ{>eBzs8lS$~T zy$>gyb8VpxK-Jr!L&jUpc-M%hlM52%9dqfLBS9WQPw@LMG4d4O{dEacO~vfudJw1? zxo9xlDw<}|n`#|@uvF77YU%bJOf`N58zXa0t2#Sh3yax(9 ztVFC_rS@hcR}ESY?bYwZBmQ5BIQoJ4Twp%o=xZqNYlozYKX&!{C0SMsNs`WPiQ@S# zUJQ4keMyLw35{Z;%{3sfFYWTvWNHDhP^ZJxH2icA*N^SZJ^N7qSf2+m(A9~Pzw;%F z6}Vs3e7Lp==lt~uzX2v>*&9WrO`i$}N^*!+1z!*8TBTCYpj*=tj-Yt#VGKu=Z+R8DX zDZK7re%Fbw3j;VweovH~djthmXS=jL$LF)L&oJ!DcP66?f8@DanwT%9${zPrxlTIdQiT=sIJ&P6OTs z+|jvRoIIrloQmM&_PkN@V60t^VYe;&p;23mf6jmog?XP1qb^am9?p-GeVlAwayZmB zbEBpE`6$_wY?mzWsYCODF&pu(?$q;cy!PU6PoS3X=rxF^T-3vg(4u5UUQ&CT*kh?L z(Gs@IE{{t?=f(eO;V%o`0=Gmq5qqw$$w4omEqFq$e@MRoJ=eDSN%A}*K`Kyp`yGju z3`=5Ua^q-u_lI4Ik`MDt1{PbF8d(~6H?pcC_pU*WtwWt(8!dU7MoZ84P*gl6X3&Mf zOg>?*FWnj6gZj#xbKFmnPFYfZkuo!*WGptmpO;?r3)BYb=rMBIWCVVEvkJXHP5dItE{A^N1bOm_EAZsZ z10tnU#t2F0eN1j|J|-tl9FxXS()A~=>@8rG!#g9TG0@u4P#{er-ap@s6#MUy66c;G zi_Rv?@XtwNF(gXbgapZ-4_IVSy!?JVP99by=MDjO|0Y@r9_F5Bq5Js(|6gQ<`UqMF zVEk8qg7$*He=QXWWm%-G=mH%Iv?%-LM#|mok)_;uFBu0k) zY!{cJ#13%l`SDf>2Rh!Hp1MElNjPqmQ^2jWUbIRV;K7Rr0M&7G7ya~sUEgSv z8s#RZf3nIb;MU3P5z?b;k8Dt;Ig`5sX+(^lr81kZ&A0a0jt+lvt1DJ=7@e%cV&jZ~FY(^!T|`WFxi427G@?IMg}k z=#$8^&#~jeefan`@;J3-4lzHN_W{4)S4aWgU)u=0)h$&TT%gCV4W(JlWH~xDQ4);6 zO{+!AGLv1riO&bO>G8=wKb&MwlV+1p#`a0TW_DuZ5WU21e26~97*0>cy`C|C;sN#o zQPBFGAZ~AvtH|}^UN~qIp|rXJ1xB6}sa`l)#!{O$*NKybPz4=iui)q}D%WOzfPZH~ zmkH>tU=iTam8cg@@Rbh4Vh^DAz{l@l&t>P?J7Mps*R2u+J-}r4XTN-f3L+Qr;h!df z&}7UX46OSRG?;CH_uovCHD?^k^rOUfEIA<^b}Hk zOL6i>NpjY+2)XepLQL-?q-f?yS&x5?stMJ_Rl5vnY?lv<=tfJ7P*r1rm)yOKF8bi0z6xxm!(4DkG51p*?v$s{A^hF;d zts>lSXn<8do2-&Q6u-p(tKsi6CXkP~XCwBMmG=|ZP|uxt6)itfpN`j~{~=cVh@mMq z=E&>$RAS-^@q?ZhWuynsXOk1gWU=i^l5Wu9jXn#tSaiJ1hLYiQyBNuJgMD3d`V?~g zs$=M24pa{#u^~0g*oXa92)W(D{;FiE^q2#MMAKx6c$O%!i3xI+UeuFbIjBXP1m%d8 zl=AfN?W1HO`|Tq1)y2AEyY|$sPV}~}_=p>O0b~|7uem-|+7h?r$=CJXLP-&mAp3X5 zO5oXO`GFoRocr!32Tpwih0--BnGk2{lTMfJm`T zgvM$elmz=ypbANmkLYc@cap4bpD45E0r?J(m#ov`WOlH&O^LMTcrvVUHg|} z>kZJZlG9wEMu~?ys7Hx3DLg1uM*f~62YpiH6FK1X9r87MulCfLHCL$H3!pEfK8<1Q zGd?!ifXw$}59Uu!;nnQP9)p<7TFxpvY5+-Z0Ek8pL#$*oLaUk?y0;Sa zUhE||{PB&dVF-Op|6$N9FwVvy^ftWj$MchgzO*wPlx<(3X~KWz{=qYu_f~0LJyoih*<+c=t!4jK$7 zQF@$!(MMIWg(ZP|9YGg06{u%CQEzyfEUeFK_B3%}ZsCpZ#u}3FgJi38XHA~u^+^}Wk4qCI6)MKx#z)JV{!pW^_nL8${^K}tfIK>dj`+LF z4fbL8=$jvsyMLn|v4?(`gFP^Hbujho7P;r+8}=sTo}i^r#|Qa&1+`?3G60#y|Bmf3bdmDl~-erZ+_yL>`_{pd6I zxLM@^`N@@@tPgo7eKUGP`ssD)qNO4IUAh6(0w^nEtdVjqGEyq-j})(Yk>WlmQs$t~ zbF8JxPI}P|Hu-TK?^m!_S_(CBV5)@U2d|;+9Iz4Eo$y3ikvm>;m7vf59h%e1&@WB&FO(QycJzypdCV#GQ&P3Cn-ll;l4 za?>+awm*YfH84e%4oa3;M-n9kO52T=7@0w>PCCi@rZ9#XiXFzd$MxliF+XDLLl^dS z9icKK$IfmMCGJ+c+{CthyHRHkMBr;jrQ4Asa&qEP$^YS~)O|r;@hDlArX|S+s8Q_r z%Ei465n4q^|zNv(RzqX%zYy0fljG>ecELNq}Z- zOEqdj&P2KNC|>#`#L3)L`pjN2a;!+S6kt!55Y971_C~?y@aKi}os7|KC}SZD$zKa! zl5eg+8#sX6)gn>OeS#KyFMHWJJb%6q4HL9m?SGAuwoRZ}VQ&|Dg<3TMeHh6N=a9t|~0cAh|d9?!;lUbc>xT|6Iu%(IB%rdXK-1RBQGvF zNu4`QpGYoQ#NX*YXL53i1~TtBp?X4HA5PHp(^ZE8bUP>1js|wW0?6i&ar|VQpRqsX zC-c8e4AI^T_$mHUe*TSgSPbNYze~&o<_d)6Qel3w52Ro(P>lP)5e^}jc%K#dtr9=I z=XEdt+p*oKOOKfJ!BVrn>A}zbf%uf+`UBbcSvx=7Ht`egaDK|&EFaJhs8Oob2AUmW z)Q-@1oWBb-N+qt#2^~ia@Kt^`UW)H;D+JVv`)}u`_EnLSwR`C8(;iynwU=%v?4uDw ze6^v;Uu%3cXdj?q@jyAMo4B5z)d&6vWD3~UQr75z=5I6u%e4TfKu++!?9X06v%K}) zY+o(EE zpR#DcYm2_gj!p{&>!hN=`s$=n``iW=@{3tF0G~@_PT7EdZ@L533Xq_-=%Wvif#=9? z$REJGvy3*W;Wg0Uqh>wpXVGm>EZPPrsCN_SBY4eF8TefVPBV>wKIS2(ivv&2!Tt6W zg9@WKaFc2NI($HYdUJZIbx5EdY6V;Z=YY_=RI%IhLPIMLk+Y~H#waG$cAMqdF~B|h^6pJ@c_ zAr(7)8VoFl)2|N$`F;Xy@znHSZT<+@H$G5-v6^z-p&Gz^8UPP$0)z;dP%{PgbTCMp z1IJHvK*I33p}_IoP67)9DzqX!P*-3g>G40G>_A#R2k54{f!bz+N#}1jYra(@=)hb(pwIxy<)HQ1i!?@B8QnE4pQm~~_0mD@eDv5OU#-R|z5&M! zIs$k{^rIjhdJ_oRu3$~a-20*{Zy+Eh#)-oJdjxSBIue8|^Yzqo^MFSIH7kD1M{}k5 zX^A=kx^%cfckKz(N`p+AcPnuEVisN6h!f(IfNKKpZiO9l15J92ZR4>^?E={InXe{? z0)2e#uT3KYw8sa=m2q>v=(SEqWSA7B4;GvC!8wZ#BnRceh6M!3 zk}EJQbojapkTHC28age9kW&;@0&XgA^^1eoGsV!jbEdaWC9BCl_!HSfTuySRtw!v!ANH`PP$0Y{8* z@zrTbe)-(Fb*h&C$OKcVR!l}*Vgx(o|)e);P#E2Kr z(1=<78Ugjlo&g4cuYp=OJrrLXjX>a_UFZxI#tgG|f>vRqk$c`CkK^+f&`kq$bO6Xz zCGt`Xd8}A9;tgB>jJ`av_j7c25g7u^?*|~9r$3wYOc<0*S%US+R_GFdH{GYc)n%N! zjQ0z#!|;&?#HRVNr%q|-tw*o>s1a(jAu9uP+E;^~Xlv9C&rRA8I;zv3E&8e-zDc~# zWi5G_Lr7z4H2E>QArN@ralSV^^kpVby*SQGU-a|UXef*taYFo=AcK~43)DUhII-Jo z(&wAZTE0E?Zf~&ey-M9i&sV6ygEEqTGXph7j`a4_ySqGfp@+AQKjf>$dirZg{5JNM zff{erl{-xO2|sHO4Oif4XebsFQ}>`p$pY;Fb-z1$+sJDR7xV{&y8%Al`wew$Xt3^} zS6G5B@=y!b)d9YUoTv@$LUT8LFt3+(rJu=g$4k2$_0}o#pkL@3px0L#wcvBJUT6JN zb5rB1lABn!gNo!H{(V(LG*inE9gR5X%<@sU-}f+R^+iyltTgGZo@T8x&Z1?hfBPcH znQx%q$;tevIs2Gn?L0tWbJ2S&3)D3SjoOMlR>fr2keU{qMD6{VoOrl2lo0e77l9fU zMTD4gr#JYe6Fp9AAj!b$hS#Ou<0D=0k0}Art86i=@62Gmg>Jj!A6aTqb69UJq&DwE z(ZL%#UDNArgHELbRCb%`8&^*->(f^BX~g*g`ZbrY(7I*CZqC$x z;F+E9yU->U-8j;s&oT$=;AQkn=sk7~J>4nBjDS{S4|(;8S%)+Lnvbt%>I(H5@YLnx ztZlr%$b47eL*+kv=!piNx?_%)wlC_Zl`i}1s=WbfUv1D?Z36Y$C+gk-qu#9+q`5lL z8)l;qSrn|buF)sZM_nNn0_jI?Fu#4_=w%5#=`8x}vBYkF=xU7opW1#~eRUPRR-R7* znyZ#khc-el>7fz8#(TKVv>)n*W5gtLk3EXtA0lSXe>DkTn*hB)e_zc3y-GXi2RZ_wtvigmc!OA>Z>Wb3 z&*GEw!kE_-);t;NxAEwF7(IF@xzit8^+Z~_YV?>MI(&+!E`@?g@}q~&P;dcbtqmp6 za{Ay7Pl-MJ;!p$XYHO&FIm9v@DtpYIQdBOUC+#JjGweUTDaiG1i z)n;C&Y@`-1XYO;c8TuLV7@x;hjh;a{f&9Sx1;3Gp?~#wMvfeZ7zdT)aLtS@u%j&7V zJ-jtN)F_od`RT|cgEqNo(p>%6mmH;k=bp_5(_`ajzT9KzYW88P@a<*z%mSzvu;tO2 z`1>LJVjp_IhYVY(Lo4yGh3x&xK}ENmaq^Q>u~R(ruZ=$Tp^qUG=`BaIml_ULUb;}- z4E@Los0{4LE8g4qU*pfzx7SdRuqFpY-|QQzC7?xd>lLbTP@&w1a^hl3s7-o=sy`GR zlRJcJ4`@0*whC2u=q6et3+sgHMkptGLPue#L6xo&s(YY6xtuQ)8p2RLRUTRt#ItOu zp635a(4wS=7Ns!M6c#=|1nt7!cjUczlNQQp*3mx(tBqXgl12`=kKWPoY9tmNKfaBA zhz+Mie2DlOMt{|Iq_;MPrtcwnxaXw+HLQm^$VMKfA8o>(HUGe1{Xia0yG4IX?fe6u z-$cAysG;kTD_yYBczXByUYbw<3ZZ)bdVCDA4FtMoe4u_xZ_*X%sGC6My$i4x*~xf! z=@Hn6ZOllFk~3;$$L`3TZ0?%#NH5()EtJ8&+Pthk{ii{*uZGToeaUC?M78SVD{N!g zLVtdcyh5({g*;LJ0Ji-VU)n^@S&P3zN8^qSQqXzX=1_j1+acvbwVOi4*2JK{r3=*6 zYXY%_QG;Df>N+Dxi=~IktSZp)W8Wwklc=*T@&9M7fZsPKo}eNL13JDmqnCbUk6yPO z)Gbg*wJc}Q#X*6(H;H_I}LN!nJQ0?OcJxW<$UC_f% z=k0qEHPBH4sP?HW||JwVQS=U0-xwJ#D>N=>_-m`Bg0d-Af@*{Gy5|l#FCj`i)bi5u=y&%dC<>v$F%>qbs~PIapN(3iTaX4$ zv8b;H&pu+=_tCfSCO%@F=mi*SHZlS!m5I0}R=+@pk`=j&?z(@apCc|y-y|N{ua<)D zcN5RFj@0qfIH(kR{$kQ1@2RsqS9yfbKcq%Y55m9uLRry|y-XkS7&d+H%l~^32YjA9 zrh{hc)I~j{o7Tzet|zj1svG;@4`03Y_Ge#Bd=sFrqK#UA6*-&d8KLxe_1lJMJ;s=a zFEs3ruTaYp2SG7KUcH2LCzqu7Lg(me(a`cde`237-a_oHqaWJC8i~8Z)a-P;Pa*!w zZpSwCKMkQEtG3FlKhwkREYEYG4$!#vq}TC)o{QHCZuCj*$w@7~QFm>sNBzf+ChS@t zTQ;qT4Jtrii9S2|uukr`Ab~yRRdjoo9Dj%VUPCXZ*&9bQAM*S0E%-CkD4!>K>+lYK zI-BQ4ZFv5*w0NM#dmFV4b-yjN4#`lCq;9onhf&!5BJ{Y}tCI`!FGS9y-^+|-tKq4K z8hdG4W*_a2?ruSg(@71w)rox=&l``ZNrnCFB0)(O^O?A=F^BWK}Di!wk_k&D__ zFho}t|3+K*dAC8s>j$bS$f((&``J*>tXYp*^c?%8y2QnO?mxaP&o8h?;XriJoBE#; zq*kaF8~QTW_+YJ0JZEh~u1A;YyRv5NZYQ=^GvAD**c%X2_L}%YZS+?keKa6nxUxTj zdU4WKZ!NpWS1)!C(827D7S-T6PbGT7hfuO{Z2`vis7pVE9e(246NoR@TN~1Y(I>dh z>!6pdowZP!E7UITx_+yNb|cQ(^ZcwpCtqz1E$$j;qgFj@R)6xRoj5Nn?0c~D7;OH* zn;egybwF-o&j4NvGI#sR&T8xEs-7j?wV%6(UdZO96^44NwUV!Hg_@%g{qWH^==jLX z5#-IotSy-Jd-R}}^+d;v`;76rGuAVIdVv7?nM5dgI2}K+>xkaq}{*vdVj$Lr> zP#yFfDv<s;&d z?05@Q&)1;2$wv*t*J~2nU3uMzzq>$_Y3ksuLmK*0YyEUH{c7Xxf%lr!N$>hqLm zu8k}_3xtlxmHNv#Wq-sM@QGv8sB2B>d$3vF76vGFpzqsnRAXhHQTdoPA5?y)vG=65n_ z^X3*U(w~}!oikr$AM}VgVo$T4y8h`B`xSC@ImTJl+*8Nx^VS(Bc#gJ^XM?8#^q|$C zKlKdMwYi}#O)=`d;2=%qd1VRqIs4dmRlLkIvu99%vuACE?B}P-+1=wF1FA8zMp-!RdTVlZ1erb zJCxtWc5uh{TW{}*F1D^s9P=xM&p0Da$Y1B7W1pOD7wi5&d&p)`>+}C_RT?{DVVjFwLFF1U zH$;${NGZe_aYFvu=F7{u*sSHgpAS#T4!w`NV_yIJoPI3kVjFzRF~;9pOKM&hThLO+ zb^m$Y*Izl?o-cLScRuX-4#yEd(&Wj7W*w#fjuHDVG;mALqPZ&K% z`agRPXU20v{@VVz@yj909rqu|_Y8;|^7q!TFB>#MT^wVas^4IgL##(~XImZ6KzgM*sJybe}AOGLqdycI}Jovu)Zt=z0_Wq^AmxQ(a z_iGDgF7@v?<}#n_!jOT80dYhA-dN7*U2Kz_9b^6dYtK_>cm3Jl{{3rX$U}wBJMJ59 zXAOuTPLB7sDfm{o)sD~XtYz=bMYYoSE|7>3EsGkjQJI1NWoJt}8 zd49WJJKH91c3ktX^YTQ0(JLKu7smSU#~ks_*>?1pW6b|<4rSjv+X_WFzVF6;{@%T! z-a6Z|A9P&%pV#XC(%H6Q=D%NS$RlT)c5;07|JugofwOJu|3}+fM#YtFZMbpk2oQJo zbli2$BpoGAf{5*7grq}K@oOvcUw!IMO=nA9pannc`X9)^;)J9_{%4<${^DfGeKYO1 z6Zzgi#DM(!Hx#Y1H3IA za5rEJqkvQR0(-d%{G~<)U@NVGS-DuH^H(4dz%O<@2fhKsr9Y3GPvuegv{TcU0u@*Q zRG?}nyJQ+0EsHh+6#(w=%QoOxt2w=X4N#EHoTU6aV;?ok#)H5%fz;0cCgnVZ(_wGN z$h6zhk{LP@dkNrVK-nq<10gkX>N3!`g9Cxs^#F3$z$}Gs05t$2R433O*Udo3cPEPN zbG)?Xl-dTl>~hi{stjO8O$u9O7>|)B0K1wD)F3a9qL*w5?7sz&MBpPXYLSW1FGN>z zNb34TQHcju6f4$zF=Cr!la{-AtQ|Pu4jz#|{*<+y1t!Hh8?E3p;=#aA7_%ENk!p2- z&Omum{|S&xba9vOBp>0l>F#!U2-V3Tr)WtA7P9k*RW7?h832UmxrImm*Pu(FA^|gi zumLmM1YE2{*BIHJJ6gJkOd937eij|nQc8P5Yw1X3MPi28_CCDlpzVKK*5Rq?;*K1CDP_}$A_P@`Oe<|G=3{cgU8{qh5Vvr&N!e`z|CWaS>-f4$uR*~SE(4uw;k$* z4Zu%<#d%?ud9yh^cmQ@c0B7=q>H`VF->w~CtlY^`ffIbAnVG7blKX zXjY2ENMdK3WHDGJJ_SmSX+V}u=-nL~cILF`j(bWu|r}!RAa!9WDB>4sCaaSO1 z=R3wrVE;I&Ze)!|VkGpoO%`l`iUfF6GuF2c=vlD^oZ34H=nXo0j}6)l2X+D^s^Xb= z89Ods=Dm-T_hsVbQ^#2OHrp;St761IAF!oT&=BC$zUX>4{ygj`up)f#95x+|?%R$` zk&IBIWXc3&tpZRrvxAe@9n#1(NhTyG$k45Ea-uGf^B*?JfdBuBAJicJ7B{d+(dxj7 zs^Vu=m=mvee+AM~1HazvkWq}$tZ0(-KAs>wQsTv<0&qf3G(TdFm7;H%Us>ko3^fW+ z|GT%L%)rm$_X0)Si0<*rf{USdz?ScTSJwOHkPX1%4{~aIkuK1+yuzPiV&!&_UGD9U zmQH(t=+^;~0}Sv*J*yOAopbT;f(xPE!T%DlM;Btffgzbw&>i9iwCTi*B#G^mC=Jk` zwO*V!qcihEAfP*J()c2ftR_}5;uE`o|ANW#;=4npMmfa& zYm#)R#7V~Fvc+#=rBaGru562up+LvJHs%EQrdIJcV>A3K7TZh zfBgWA@;R}4gKIf}l9697A0}4>B}>7o$+ADrA*-`FBy?n=WQvNH@Un5D`|L7`JmZ=L zs)mdO8g zo^FnnKZwtnu{OCDXO$cctr8Rq+z=c77!TbA>nsS=seCZhIz}Lq*%HNnb-WA%j^wl| zPG+XWN-%X`xWO)aJI2VH<2IQ;gIbBdHmwPj3h?Sz&<#}RO?{dI)z=EMoXrY#7dd7FbGe6Y+lEj}h}GN7 z%M46!+c}5S^h}bQP`5ahOOWf&fEz*yG0$q3GF73_dT5h7(C~Cx1H6~h<5%yYMvxcp zkEA9r?i%FRVdU254(Z#-A!~p^w!D!b>Eq)irgOa9pBE=daj~)+dZ5Wqp)Wej3EMfX zvN({qA&yq&AwOq;ZUu;Czf9z^98l6^PnM749r7j{r=KsT4(y7TDL^Wp{~0SYp4w$j zgBV!@%=gMJn>-~4xsVS%S?94K)U5u{53ts7eBchg(6=?GrbFX&_Zu~0J5bX(z|JP3 zKk~|Qa!L#4zLYgof*PgnMe<%ZP6{ssHPJ$HA28hZUI`L1Iac16jh1ad(|6pZM#lqX z|HC3*camF(yD7`ad5rsP0&&N9Q}I3Lu5r@D1;|xP06yhMKVe|(AZjpne1tuZ zQ%h(5AQz>xN=+o0b*|*IyiM$K1Nh&n5UaE=W|f`zO?5u+jNfE^2lSFT^m#@dB7PcP zg!&2pIhH9&nnR5;6IgznCosS_%!L^FVubF5c&k&vDt*XP^V)Jf^4=rt7gvoMkH6aM zkh_LO%hjDWX~y@u;3FRX*uWiX3hK&9UuY4CgE6cl^_fGe0=>?)7sz3mM2UY(U-c+X z!d!v;K_~G5swUYOpD39zJWAe=i;_}EZ{WGkf@{dF~<*4u!R2LO@W3YEs3D`x3YB1sHd~S$-T453k#s)!8by-Qx}NYB^L6Po%-XSBKA@#QoU!g+`LRp`;jEC zpogjjl|;RscIkBj8j5Vt=AEXmAt$HNsx;n7JwRR}c^K~rb*JSbdVm?wadm;xj9Q!3 z)gei3lcX%vepjiBrMEy8*v=}$ftD|MM7_JtZ;7`hjGL4|+?;^kVizEyFemArbSCixuG$s3fOOW9gptD*CWn)RJ zoMKJ~TN0n;=!uJxUx}eZ6{)dx+4ro;x{_4_sJ~hZIw;0z zz#PJ<5j`1WQ^~(+=^BPWd&$17MG$mG$QJ${!~Sgw{W2F zn7v^vd14T-`3-?)X%`BW7xlRYe*c=!dru}G;O{rrLmRXQYN9%J>6#~6BJfGq2GCDI z9bzMXZV*S8pe-m$4E^@dED_|AvDwMPd4a@x@ zG?vjFsAHMz(gB<`VG4^Vh>OSd!g&lAIb9P&}11t*&%1H zKvNcnpRJ6S#|P{(G%;E(LpdVU(Ou-w`tQictZ@~x_Z7NeZ{IyDG;G-KcPD)Odz3uM z3YCltbQfjKGQ5#lezYe)E{+$q#YxA^z~Dn;MJ#r4eF#;-wrGhgW|OAGfh)S2gso!Z zq9n_)D0zG(N*=zBlKim_`Bc&&t;hoxJm?eaBuL58@e&apC--K?N?1R;Og|khN!i%5 z(YrL=LTrs-ZRp9<9pCCkebLm+EEkj-pqqoEQ$Vu$>D=4lTYh$Uqj7M*g&O&p6WNmSD-@q zRM#xE_+LrxQ8dL*zjh|itpbbf}yt9p)rR-;MF|)etAUI>pMpban|1iI$!8 z=IgwzQsM`FfQ2|E&wR%IFVRT``j!bp=%d|}CFZF^nmkC7d8-p;kugEa6pj~HYQutG zVkP%j>I3&03YD?R%`sNVPfa|&pBy^}syN2_9e>D<2hPXJicNOu_#j$#bhk^Z$@fd+WRBp~5tRDT`ujKCv>TE%_6T(Vxtsl!5Q+?CHlr2^u>3$M?-FzhfITt@oh$E^*+%nzhvL=7++z3vn+^v z9^{EeoL}N06mihYwS(g0c~Y#@ zU&r3OH1mKe_%&<%eHpz|PqXCdW|no-kL4Moq{ttU60lgm)u61S=3vl*5s zd2j$KyOmK=tSI!Arz54q@koiIzSnYaZ{-hq?JeAQ!!I_@qV7#5=Gc?}sGBTPxwmro zL86oz6)!i=*rm2NdWf`2`Mlhl!3Neu?wuURUx}^0+o_@J(diQU1IC#;i5>#q$~h*5 z8U-~I)F|_)%>&5&KGPgBcYKnprDuFzI! z?M^Nr*ZpWsj;81HWK3I!6xki0ET?>uCF2)|*!nxP%av5XICDz7Zuly~sC%(I^2|hB!Cat-*Go9N1dtPeo-bfkJ{e&!?cU(M+ zo{+<%Pe@gA&PJ$E?eXLZp9Col#nmUMQ5G$Tl?vNqWaL_#oNZu}>J#zbS5P_av&j0z z=$U=S;c@uQNaCCv7K(1?taV6!X!DL1OO%>f5@atlx>Ya7ii7=ew0DebY!ofW$T_`M zSY>$;=pOOCXXK0J=(X7x?%^@kk`Wf!0IjS?Yx37~Xi@2}7AMC^j|s7|ml|>QezdGE z9W8C4;>|LJ7{PZk?k0X`&|fm2HRQj^$QxwXjyO4+JxhY|_**K#zEYy$FxqcN`n4Ic9OH>OANa<^x6LbtN#mCVZBO$GLw6 z3h@Eh#>2{?x|he(cOz4fOjUt|1JkGnT%blR;HOamx^8)pwk*g=*A6HK-g1&JkC(6G z@%SrFp&FhSxI#f7E=BnpdV-82jrt7;dgeBPTDpCZ?*G-KS%ZN;TmmM=?;7O?W?l>k zCQyiKT%#qAv%hibp{aSG1E}Mr0YFF{dwg_Rw4csvZPdIg1NGN+!MY!)+9fCr_Ho@k zKm?-O0|^Co;0h$*mH}u4qR8?co?7LOmwJrw)p<}=_~s7O=sM7B00*hkmy=Y1akK}r zWdW*H8(p<73ABLminfJT0LZ~?AP1A7Mk#(1N`UXsY~+P@pfIN_BdvgcZMhk!HNrSa zc%n(01H&>-1ZHFgTJ##ah3xzu=)g4eG6rc85ulHz2I@UdshxL})1Nu<{pA;vE-eAg zNCh6JFAe1fdcBzongFO+#%2Oa?i`})`OK$Ch(6+)Ew}jT{iFWc`iVi)orGdwb%6T( z4lFYlCv;~vL4yI5n#cbC;PLw3T8HS2CP0sCgy`sMK%9F61y~oNyLnvy+D+gqz)ueX zMfn80ZxnEc3w~ajGSXXnc>8ivyuVgA8T42Cp3V6<0& zym$d?@WO^OvHNzQ5`UHo)vaZK2La`2g#XO14s@vw^gO^!u0cC;DK95q15eJ>2xuH| ztZ1&?0XWOh;`j_c@DP9V;JfvKDdYkgbGZYy2oBP@O@g%)r>!gWG;ac+v;jI$Ih9kC zfpI0G=laZL4fb0J26Tfxa-;Vo>~al&4OJ%8u`Ib2LbP1V-L{FoO0W(p-I;X_G8TjGZR$%qmmy5ta0JKz_CSl2uk;s<*^V12*+0^};zM+cPg({gq{-MJUvIAqXqi;TM2 z4+s!c0JYz9^77kYof=`%F;$>(=n$d?V1ScY^T7th7*LpQv98+YdMABs?xwfrxof8; zp4!aprDr?%XkZaPU9sDsTOtE>bSab0T!+6G;Ur=7vjd1vL*QzM`>@u2z_yX;efgZf z4^48{E&JSc++a^#C{Q`n_S0%%{<$McbnNcyV1^xSO^4H@F4%^rGd$!Wg2fqCuiWz=O| z0`)ge5wAFk7_S|o5xardqGMO=c-u2nn*#@HABcbP8cYuBdB!6z?cIx9Z=v>)yawElj3uLw-eK8G(%D3>+QtSXX4MdCh)6Yp`I!Syqy1i zLUxev(CT?1XcvBY!+~_uPN@j)7eXNHStj=;7vg$f1PbN=-D?$ zb<_?7@))E8+W_+{6{0=IG1d-p77!y>Wchyb))t^@tDth~#PsMSbfp*?x72V?djk7Yzhv(S|iyFrzq!9a5J z{tj}uNr29NfUkuH>FW%@1Fz!y8GwtElYWpR2jCw|3Q&W2|AM$072=_P{sP_22`_!& z=A%nr`fB4{{@N94l*1hZbbq!WU4J%MKfEyM416}nQPzka6@mSlyB zW*1`t-x^CT_sS8f)sdadb5U06=(u3rOdZR49LN~D*n+P#qBdk_4Nmx72sL6i{y4lz zSIxYvmo_iysV|{J+jY@P%OCMk|AGFxBR)Vs{~mvO!K({@SNPzIV}kS*wK9}`Advc%o8H8mylxGp*7c*`L8kNpBH9}W?jmSWdYH7#W+3y- zVSGp8up8e&A1)o}#n6$lHP`&%t`84;=*yX2Ix*Z^8@}_^hiCn@-cExqT4&V6J^{LK zL7;ZF2kF)ECT+SVL>oWi`qZpYYC<#o_#A$`jG7 zx34tn)L`O@lj~bT!*i0_8A`sbn+_-_J~k;Ax+IpSV^t}tP`}IK@9ca=g^jF=db8`Ga=XU%3-~y~e(OlHcDzd4+iJ_vYuU@ew)dHokQU-JF67A|Z{= zgC1asm$vTYqkS^?>9lqJ8oG-dcsNk2%n8<8waDk#c`Sai2*0{Mj-1Av>raJ7V-kA? z{{A?MUd6{p@3r&Mx1D`;>`H$fmW5sxsP1O+WL|9F!$fQhr@o9KH;$%051}sLpO3Kb zD)e2dGrfgd7yY`ahhB$9qF5U*a;OjV8Bm&aHIR=2wObqLo0!YBV)V}SLUj;v_L>+} zV(?x&pv1^Z-ajVZFXP{SwLLW`1PTc#uskyQYVb&Z-83*z$Bl)0FcI3u+)zf4YlhYW z-pqKj8UW{|PEE#VqneSo@YgEnyy0T{{{_UzEUwF%@39US>~)H{FK6C+tt%+v!1mB?sYGTd`R;){vKLH)A~odB1uN_9w2&roG}rQ}=M~?ZENZv!7eY z-i`InDge}a12v``eK>LOn6-Bt549t*4m*Cqcef74mS3R@_y+aO59pqtgShk^zxcv@ z-$TQJ?{&CGp1BdKUA@9|IJ79=yN78;*D!$CVY;Vr82ts*Djmb1vFTOsx*i&o@lcM^zBtTYY9#r}PVT)0)cpZ@5h;Be+YlQ*iS#Z}P&OQbZlkHE zns0mQ(W%fr%o7Tsqp5&GKJ)v=16r!u+phuy8R-^XCJ!3D7 zzgG73&}*AL^nC#@%~Q}vzvPB?st+`l8x8v9xKX2W2I?RAp*1-P<(U(`#$NghdZ^39 z&H{2;=PdN>*|1G^`rM9g8okk7Ye5UwCecT8`1om;7=wB)3)I7PgEgrP{c#EQ46Ls) zb{xKsefmM{f_?Ao!seUEcWYTQK3BL$m^Q-(M_PyJDkwj?R1DLP=x*!|KP{Zgpc6Ae z#RV-Q{Ixi1^W+X^gRW<34R^&l?xelk?3-%%C9v`(=w-3ZM`*Ysi9^dq_b zS0MCdeKq|oKi${CpnfZiy1HPXp5%T*btpJes5=+-VK>(QF(-j z9$M|Hhnin_>a-c&dT}h203rTb23pL94~_a|cA&mzPkQ1AbgH2tTEfCUD>MC6Y4Rbq z*;0WuVw-~{StAsOtLx*BWuc6$Ltf16r$NsC`n{0>nm8l<3%%;lKuz5ltcA+q%SV9W z-{Bs_pZGF8^BMZ*mGsYJct5z2hh}c&q4P6CEppOJ{fqhP0{X)KN&b2Vnt+2L0ot!B zlnqeUe$CJC=~WIA8`tQwd>E%%dg>Qa92p1|O3j>Ms=StfCM6yDr13L)iL2z6WcGFw zJ#=sjFHK$JtzLilYCtk{KnH?!R(0-W;WGm(K_k-%DkB4V4BI)7TG-Olk9_S;U+qR7 z>`vX9*k0R)chV-F-L!cHH?8-{T~BZI)SVB#^mVe2?%v_AFBSx79w>5K#n205i`Ued z+aA!AGTtkEqVNF5Bj=4L_st!_UYJ;W(jr)AyP2T!p>J->UXA>EVk>ozoH}wZedKQP z`3`EK)>pln#$mReY0G-N{O(8l7TQ}!-y?as%xYlT1t5d_Cx1l#~j*c4P`}OH* z@z7Q6{O(Y9q=lf?Tps#J*E3-qLa-Q#BVNY<8p6MiWw~_aW{~^SF;tHsMPOo(;bw zXXImT58F{2`WQ48%H6u9pw!`h#?V4R+NOE1_BjWAAvv`TdGM?Yy%IWb8cGhMo}Hi0 zTA>$m>m01dONMBd0@%Ja{eWv)e@VT@PS?g!n*R?kDe+Gm?Vf0-DlJ07tA^W~l-{=T>@^lvpnwQXJO&m8j7E6i<}w!fpU zw4h$M!XH+)*Gl(XH6cS+EwI;3N8feVOm3b!wx5?CuIHnv`~7rDD)hS0k{o6a(3|veaW|>+>`vy zeanH+TAij3AolX5((}f1pEK4&JMZ??Tm8K?-3DJMpUD+aqr7WpR9lZgEj&6{+cHL9 z4bhkM;IFv{7M2lvX2tiA>G({IOi-*1^?)wSLo;z7u_H85yPx^$3;N9NX_U7Oq347e zrF}ET$7mo-CY-6cGp37$QkTK6GHv;%wm6S#CqzSXN$+{ai1Rm&VGEoV^QQlSyc0_|>?Cw;h& zh79!6RQA-qTeuI0j@>f{=!L5R+IMY`9%MgJoqjsYWbPsC7UOlJg1ArJLsR!YZd;H z{Pi!pGOzu}&zax1%r2G(HPXiYIpevo-bIF=H(oNn=D+vnjhCgOi=|G(pJ(5(vA^b53ZHR8(jotI9$NL$*>c*R7Lz~69|q-eu}tst^VT!8 zyo+U1)t{&D^`%`bUvmC6o|PPg2$C-Cy=B5vXUkXbpQj6dbn&_O&(pp!1U3~^uZueksB*3vh-i^b3} z?b`qMy8WL4BMtaD^=E577fa18Y1i%gZ|lFbi;E@u!nEJ+=eH5a0%RgG5HTSC{+MmP z0>!_Rwl*hzpAPw-W4=E+>;IR|{`2b{%;I8MS}$!4r@59D*^fjZ3y_J(e?E3k`h+b{ z($@07uj5Q%7t6GhX><7BzqgyX@jLu;^_}&zv!(Irv^ffEt%;OEoRI&0E<3P&hoxzA z`R96yrq9g%J#7wMx$eI=k4Jf2EIJ`=9{>JtrxB}FcBlO|!iudCLDHqYw^-;eKKz>Y zKPz+Ek3=Bq!;Y-Atdbm8aw>oaPi zPm8p1PcttovLA^+79js@&Jo0Yrf>hct&gz(J>dKE>V3vyE|$Wnf5rb#StcCQBuzj6 z+!uSkqgL-sTkC0T_jCQcEImzu+i7EWWo$ueBBc-~Bps4U-moJ7HBaotUPBM3{dOYX z8;BT?e}9~&e>z)I7ydk3W~Ucvv;XJW(v3beVq@BP3s~PjTWe|huFQ}B|FPx$3@(=P z1%KYUbCQGne_{?&>Oju3KW~0kCl^b)=|6A0ZDm|6jq|6)?0@FR%c{6o4!Sx2O^qU_ z98zu$kmxr_lC(Whoa-mZF-~*cTRuj*dD+CC#VX^0ZN2)H$N39dfS2+(eir`D2;49; zkFo=U+019p+FQjN%7!7Ifi}JaUh@JrZ~p5V@T-fXH!T_?cT#a;|ZldV^ZLZ&`g4I)tPSUc`onxf;8JlGP4#cj3Rgyk(&D&6b+ye6P0Qd{?>^|^I;7W~w&FqZ%&8(cf3zdZDv1pms$R;ukeE`{+#TaLS-dszHO=bCqtB(-powEmPJrJy0G2RveUPfowR8zZBkGdTqG z>Evc0v}J*OpM^f-An>7eK*#4Z2J5>v6&NV%sD6&MGVi3{p|jY)|A8Moyoijl);jBn3K`th<4J0YyxsPuQ>-2+C3* zMbrO=PBdoSS?>dB%athK`vAkr6esKU+oc|M?fJH80MA>R@lO6oMM%08OX^&icku6e>Kx4=srHem9Nty1>| zlocoNPu96-HhwY*i1-8`A>)C(pGcObS(7FGKwwRlBq<1`Pse--@@ZO}6are_j}wlU z^|r|mV49zZ(Lc9AJu{b>9tT7mpItow$QXKa=QUH!Wcl!iL&k1MlCQ+jnCb~KsYSe` z8sp?#^H{081In9RoK!o-CQeK7i?8VL5O65;Q(+pk68J?Z`YAXBnA_R}$p~yT9NLA! z!1YR%fHp^CrJ}c8s-BCMNx5t?6o0Np{;*yGjzpYn#|IM8m-RewGyHAJh!lx}8s%-S z6p3MOM}SurXzGxNj!Dw!GV$q%lM5y&IG{$U0X517eCxE4lib_m7cGFDGzO;I5co?Y zi}o zpAFqvrsATq60A_t9QEJpqkT%ESFHS>-&?+hGa7F7bz+_~2&j@D}(~b9_Br|76Mc5jbHVpql-YWOYp-Hh*xMJk%hQ zfWb_j94(=(ZSu=lsFZ#%7ji`?P@ZcBa*G>db%7?N2T;LY*tcD>%&35M%109*$h zq~(OF#JU;DPmkJLl%wpE>;<*rxplP;KZft~0;g_;<=< z;9%%^T@n;pW^&FE@^sT!vCfE*@#Kl`>xsjGZ1(?h!9hOXI}Msnq*#K}~iDcxkdtj#P#!U?nHa z_aQ&KqbvNZA@eH8Yt?R0W#vtlqVpYM0LFF3oFKpBv(qjD;Q}hY^C&RF0x@E~2W?2I zRU&d(C2|+=JM7&HJr6dK<9(=SjB}$SuW7lu0Df{1A0s|KcTO>)l(h1TO3Y*cVY;p`*uat+t{!T+pLi|44OTJr6 zE+_wfAWvyus2q&sQcqydzr{(ZoU!t-UyPWlMa$IrHZf(kN!3;4Ut+|Y{5u&xaa{zI zkk}YM5z2$UvEmCn`}P8xJPEYQJ^ZjH^Yp?WLebSa#y?A5?aVsUV9ZzWtxcc#{0lYt z6TXIDd|}*;PslG*W5l-1Fk&%hJ-C-M6B zO`?=9k|+OpLZk#`)x}JLq=;kaFyl1^@ZnfH@-_nm`rB-|gtF zI?kd0z(1B?hcW1)1^)Lu2$*>&uzTj;l(ih-H1=){9TG>)3x}@hd(#9d&B^YqYN0c) zSeX_9ecRF)`4g(8z|mG&P#V}~JkZw7K*N_p6KEmutX^%P^0l(1k<**DelRdp*BxanURpkN!=^(0__qmX`yX zn}km?r-^(gsWvd>S-@-8MoPQIkx-sQ%F?&Q(^<1jjg69V6M)!4Q&P5fl+-96B_n=B z%Cy&!vi_z+tiW88r$bj$E>V(}#LL?E*dbDB{j=LNduchrdM~!@+?Ubj-QWx7b_>s zF;ZeW6cu8Ta&MtBxMr3d=b_5D01X5b1=(*vw{i=r0@gn8HdGJj?iJJlMMjyW6R#!5 z^BpJz>dZ0AU0}vTuvzx~P)4Am`UimALml#RGQEILqIAC(FYg-yQ}(sXz}eAKK7wAD zJT|B&aMx=1Q&I9)e&Dajio(QJNnpa|Sl1300O9^OW-P+w0m2j+2}u{tg$my%EKG1fZbYY;VZ@jP-GbKkd% z*kRt)9r!W7D}Z0kze}9gN|x234(T!kSqZ;{8l_WXs52bU3X#ud5wrUm0_En~!TjEj-}mMHxJv9Her4=I zQ1A>eOJDYS_YfQJvkhb42PIFjaHvM0MHv>s8a_u!SO&A?&jxjXi&-j`VSQDhH6hm9 z7RG0xMXAMSFQMuvC_w3vNi7-cH?tU_q=<9He|woF*+gy_&hMa}=otj%W-ycky~#sd zw;k8bMGQ>F=Ql%}(PkrK?_*C2ZJHLg$??NLiJ5y6I^KK{N+n{cFmU}0=-vNMXhbs6 z!#ks=A{IG?-^5i^%>E8Kla|n5a$G z@Ase{Hp9nDku%d%*WQ_BH*+ia0IIO2(ChVZNXQ>aGJbxdJmPuZN+a#kGBjF#bfK1w zq(+scwxnavitn8Gz`hz#m}gr%okNH{#IS zB`CT2(VtxY22H|U`Y>XpF!iM$d2H=uD4w85>Ae6STWglCyP$_UXqLLi%%W3Mq=Zk3 z^nz-!r&qGPzU+{K_l=4zUVs)YDRiO+u%f*T^@fN2el6UZ=Lv9v0t)F5L7EOsjbVoXOJ_9 z-l8shA@avS@r7rwA3ckN#64^ArnVT)K!dY&uX`?$nD z;R5su-`VHB#UA&#=f>yH`OcAE(D<~XcdxR%3B*JA$sudye6X$W&3 zOrK1R8hj>EUg1X@#>9)9ppR$IUZ{&*Tsp;wC-)IXptrs3O**3ccLq!A35$%b~Z?lDdNaz6*3LP@)WO4V?^i;5EJ3 z%v+H%H6>Ddo{p4V(9qpUXOpW&YQPElwz*OA``9SSS(4uETBMYYkCbobNGX3Ay`F~7 z#70c-f<6sDsXq>#41sC_N;55+EFt8G8x@H!e9Px`j5L9oC6ykgIrmFz+(oY`Pdi zOc&|~)W37LvnOY7+?N`Cins{!Ar89IW3{0VK<`nF*wYao=SHQ7p<{~lO-hy=%r$Su zWO>Ax&7n66gI@Id^f>lHF*4<&RX&r`4&m$Bn2(bmdlYPVx&u8%YorB~Fw~TD_^)HN zO$rRRO7RzFIR@=hfD89!YetH--w8Q;?}U`B5-CmYkTY*3$*zTo;?{(FP26j(3B}bn z?t4^+isb+lo%M!6wY}9Uf3lt$o?|buW%5zD7~QS;I+ev=k}N-u$3K5t<`O z9-#Zk^YJp1d^f{6P7c?Jl|fLnoX8OaJsLE*p-^GJVJ#N!A>l8Zma$Jp*R>}7%%jy$>HtsVF?pwv zKr(<19G?c9Y6dVY;07h80t=lC#Q0W-zA4D#^c8@1@L2f+9xoqI6<9%Wg&LixRJc^zL*uWxhU@t&ip2T+77gap;d>1dR zIlx=D9jvwAn6x2}t~*5mxp~AX*34%@4o(UNA~Wh&;GnFb zF))T>z!>sfH0iBRCS46g`6-XV?}uVx*Ha#0e;c5M8V6~rd$2|}HmUKJNfTQDV_yi& z^y1$qisxm_g*kyBASHo-RklvXLVLnfRhdhIJp${ja4giMt zTka68qf1}$;Xv?0%J}M*2Kk}I0|*htx}w> zTs}naK&5j0D>M!_P1-DpQ+XQz^Y0DpX*={B(NMvh1D^0WLngJrHRa?!*@OdEh*j%2uoI@7U~?NKF3XZYytW~?_Yr7JSv5r@tt(|UoL*L5qN^O z0B+O)*lJfGmz+r50(eJ>XM;8}7|~In zz8Ms(*Q%K`&qtF!DKEJV*g3DIRhv;Vy9%_-2phg^Z7eKTm$u>tyc zP>_!2MC~F|Oj-_~tV(YK8_ zJT}}ztq(l(d1f!Y8c7W7_0jVet^{&DCvNZYu-d*=-h}L-y?DIRY z5$rkvaZQhXnd`%GKDu*|uQn7v?KHw)2OT%)ap08sfLWDq$%)SSO?vQ-Nk`&y%Yk-$ zuErWmhv*C9Wghwue{9mK7hN^o)lMpI-E`VuPMn7trHI8#F91KUpWjd4PKCN?R-ldm zHg8-_jvy!91JZP$2M`}}!vX`o0_>+;ATSmq5MW?HqYu05zGQbT8w7+UqmMoT_PrMh zjy3B!H6FSHJszOTe+|;doK#$Z_{v-xzv~vF$zD*Bc!p?k-ZyOpjIVx(=IigFM_+sB zp<|vp_q4ZGE(aVYi$N={H)=hoo%$9D*3!+0`)4MN3*-dv6Hsuxgf=4!a4zgn1c;9r z*@K)r-BU}W|I1!p+R4dBSMBuG)Y<;}VT@7D3!$W07t9IFCe1JsN*Z#7lMDG4o6P|} z_9s67iZy%kdd`)69M?e}Kyny;pxRy^*njWQcG_LETu-3!nOuLJdBr(g}~XwuquflJi`CgmNX z6+%OFcvy&@3dV;F(02?W4%+&v6ErOy;yCHs3mOYAV6VUwhxCG~rX)~2AiVwufQu5N zn~3w-7l7iPB){M5mj)yU=4#Wu(@WIwvwOWo;({yy$B>Z9#}`W#>1gFUl< z3eorsP;ZbE*JtPZ$R+YrGJj`6R&&C(TYFFS=Op&!fB5KHpjRoG4Em&pQP)7j(-JzR zWhud$k-9TtIuNVdz)i_FGqK|Xa^-yFD7x;;-@CGVXgu|DbaPJ~43*f0@4lM7vcKML zZ_wPWfG^e!(6&JLzlQ{C|McV^>Sj&yP(y0?eQH4kbT?rmxnwOlX$ZOJf`>kt?4=Kv z`shbDKP}4%*PHSg^+|^ST?u7N8^2&3J=&zDv6W{Gv^M0@<)5)#I_8G&jX}2Y-f6x` zcdrNT_@3NLejbt!x&(Z(8ok0cVmm!?@*3ZP5KP++>!neJJoRQKFOB-{rN6xJQLiKZ z`U$A^052%S5<~uqD`)h6qaG0Wrs%OH*J#Ta9mxsZ{;t<$J;=vHp|H4&J>~~$)UzOc ze+&Aj-6p+4{w**H7#luO?lm-Kus#CkR zH->tG{5pqzsy?50#vfYpnHzC)3?B%`H>xqW_0+EltAjK>IU<-^^Nt)JQ#n*8QPVOo z@2mX2EblkqGi`YPj?c=HukYjpZrs36Usp0{?Ti7M4|zr~<&CTE&qD`(tTfx|a z$O#3>d)MjdW|)X^a$!euVVtu`TXuvli`ZV(I#holk9fAh-_X$>=KqRoRAc^=@_A^F zCG=M1ymW94Z><^NtM^UL#OB?;W7Wrv&QsJwbYl+Shwch@R!zXQ>OP(Mg_H zoc8_{yHhv2_6X4rH|b3(6942b7iv!s*J;U`{8-;RbTq=tpa=m;oe{ z{vtb{_v;NLlj~*~fd34|kN8fHckbFAY83x`p6WE#TPFf_Pe}IH8Yu=XbJVEDGtfkR z4%7hX=%PcRODG!>mG8*K48(j7T-l*x}CV$iqCICXHTKq zdyc+dLOFt5e@5{d%d`Pf98wmWJ z{8p7%ER0{);CtSDzaOtl(Qg6#bAL}@#+|8c?SNfJbkVoj+%$Qrhh`h#rPZKXDPZ)2 zDiFvtez(m7%0l`}5By>-F|w68C8Co`jDG{E*dbI0cL5gcMm@t^3%=qW{uC&=j}9UE^~*Tj-}Eu?j1^ll$>nVOCR1Fu|GrEUqW+*u(b`I0Yzd>8lFibl@ zePZqel}WoWz1%8H1Dc2F$fjZX70QWNWHPi9$@s}iQc(06F5FrAh+Oy6Yz#tjWi zfih60K#P*TB$O;g`K%E1EBt>w^b`X!h3U5sK4S2d3DHIm zLNu7%p9RVJ#9g02$Cf3;Q@=Ly)_OO{V~zc_(?El+>}%A13j?$rw4r;g?D?U0yV8X| z0Qh+JNl?g4gFbXJ@9DF4jHc&c4?6}LFyCrHdjGUZEyQ>UGn5MCv6}eRXKdQ~G5uvK z^g{Snms7+t_M6+#RmZgL0xhDO1~&1~K2^Oml6xU5iUS;)gja;akw7RK_nOc)eLU zOv~Y$&GEqieD8k7FrACvZDfvvp#a=f%2zi`^;0MMRIeij-TyH_GY(pk`jor0nLOM-q2U-6=caw+PX$x_D~K4^Yi5^ws03e(GM> zpxNsgsngK9E)Ud2ec1nHhZcgmHHGm$Gsmk)Z+hnf@#Gb9LRK%R^4QDlare}tP=5}F znz4K%Kg|{nmFR7Qp6LwzXU8D@eN(WuXAd|mB1EIEgy>fEUYXu-6*>4GeL{sx!2Pol z$HeOD@8q`k#O4#`e+55|hXU*vv~N>9bip$At9hWyf)3))A$oP{)2+_X%FqLQ8S~Kz0`5c zN9V8?o4PYVvs+CXV5fc;fflV*sJ3#4W{7d8;ujO}i{J1IJAP4TB>sYAuNbWJxIZ%^ zKfTTb`l>b15s^>r#NCIj)Qrtg^R4Ipz-s!k<Qym}c#+<#$ zl|IyFu6LN8F0EgC+5&09Ua}E6xeE8MD&td#9Vx@#L#Q8f7<=A9?s3IH>EnR@B$-%` zBTq+B%gAMC`2UqfP#4W2Ki~Jz#~GlO80V|Ej{510=TI*mgtmx#ctVgZw`peu9 zz0G};oAh^!zJ%zmjKp15>L5NDfNxGi&NXL0P{dOmU%a#__u|q$fex&lL6gfGb$Rmu z?wbVaWm}NWX=KujJ)jwm<-QW*`Tk&Ejb3*V&lkF|PUKaPK?gt;b*rLLJIxEw4ct3u zHzHWyHDSL-9`wyg-%yBtoA0(Dx6L1hO{t}kkwMxQ3Rh2js4O-6HMZW24)gb6|B7AA zW625Q={>k!ZF<6wrN|HH?NdGOL(v2GV-B66M%j_uOP}8L)&)=uud^9-kugZ!p}HA1 zh5bBh-a($YQ-gh8UHXgq)Vzk=XTT;Sgna<{BWDN3Jkeg)6z!yo$9L5Wm)-OlvDRP# z6wLFz^qQZKF201WD+Orj0??L4L+QwTmNh4rxzZcso0;(4Yku7Gq0ee%!cXwEsbTo- zSy%nht&7fW?WV(qxl>a;v_4d*JF5BUr$N+wC^@=!=RRCc_5*LYmsgegj?eBySK0BS z>*!;MKYbG8It5Y_kc`{|`#8v?sq?tk!5(d452$YDv6dM2pj+9$E@l6d2&G9BG}|Y< z_4#REjr!`R@ui^X>|@mbhqki}uj=aBb#R9yxVu~M;$z@ig2#RDBxrDl;O;JkV8z`+ zU|U>qDDD(@E!K1I_Q$!-`CjYWd_TsOon)`M<{UoPwVr2AS7?{nXICx()nifUsEKVO z<9G|33K3-LK>|e*VCI_tbbd%}~Z&-$Hj=&eu!biu>qrsAbnW`>T65C>LV`bp({q zRd{yVEFAhf;$i(Ks7-RB-+a_O^5Gclzk=Uy^Gqj}{&3!7o^RLm(b>L!y7UXwDBA*c z9{bpzR~fbaNT_$N;k(S?E7#7#Z$6;wv8Cuwkn<(cO-Vn!Z1&R{2Y6{KKlmm>yC^QL8YTOTg_>qzRpZwgw7fMii*>h0me0$MXUGux^96u

    QNA4|+T*KpXA|RBH|>&zAEHxH+_}6WLR*3Rd$bp0n`0+!wvyT>EdR zQQQsAmXvDwffcye{!?g8NM~nDb5Cck`Jb?xT>;J(_k#BE{xK}a6DZmx4?B$E_CJO0 zi34#+>xLvJfNTh=v7Kl|lr;cV&uD*eVY`Z`CTW2WN{y7pLE+pDygNG2xHc2*;*jh#%sL2;zd2LH@nX!#$lX z-+ApYy>h^rM$VQ=X8St-`#JTX#w_SzpVMDk%NX))>Qno@|NXk_mjXum+HT)P=qVie z@8>(CqqC)E7yEo&8RxIfd3t+iOXX(vYxi?)1oHRibF+rC<%RJ-)5BAA*5~Elv)5$m zNVdcFG0rf5E0TU|sb9<4vVMqtYzM~u=eg@sPiKo|gI$mR`g@OEoh@x=rmwye>G4|o z*ykwB(FG}kI3oXgE_boLV@vy77V+J1Bn-X$d+1WCp ziG8h(TufPqx6k39f2Tgs}N&xBN50VBpeAt{18_}5ErBj;)pmPw^_Fpi9o^;K^*L#EuJpUmWxyVb6Z#Q zcec3Zu=j)!jJpU4N5T+4#1#?51u26#A`ZxH?qx+H?Ds?jaj<{3d_!js|H!)$d~XpF zj)Wn8h$|w93sMGgL>!RYTx&%l>|-E;IM_d1toUxmTK4rs@V!MyI1+~VA+CrZE=U=~ z5ph6nbFCGLu#bTV;$Z)5sYlPa@;AFp_w&67WDydMgdu*2DP z;~;`K*gsp$P-wnw`=9xI3Hr!;>DWhlc6GK~>1SV01an-3gd<^yAL5D#;)0Yx91#cP zHuJV35%&2bf;iYeTe|o_752tH-Xgvij)Wn8h$|w93sMGgL>!RYTxUfh?AIfLIM_d1 z-jJ6Uw*24m^MdpNyTj~b|Mhv9nb)i4_G`nLe;DG2{Pl6pLbEfgl6{;Au3v=wz401$ zaklL7Pd{6BXHPKQBYkZ7j9TXB`@dt$R`uz7Hl?2)m-TVBY&@KPdR#z{7&a~a#yi8l zetbIa>s$49w&dAqpWlDy$3b3DJ>PTwlNx1kT8dnslp?2MlV#A@Bq>@nQLJw9lH*#m zR8Ixgx)X>SuUCJo`6ra(Wg&j&xknKvAkqA6!|(Q!$&0iGzMP9!vOn=!_bcEb_j%ERzy*QIodM3U)g+y^ zndFxpCaF+4Uh)HbI@&2#KGuj4TL-Ju?Ep=}SToR4PF~IiBrpf3geRD!a(0~Lv{8PNN+Yu)d@5V~$ zqOr2PQ?&T6v`X~`Pz-!yuBV_Xn80bWRe-SNjFPT%BIR16NO`#1Du+f{Wmz?7SAYX` ze-4Bw5f}pSn3=#F`W;P{qJ@*Cu49r!zTpJ$*m&7iDNdg6jgj91qotasP24zLcYa%| zyueo;ps)8QfJ1Kr{sbJL5Kw@!_t4uVAX?1-cYJ5l1|XF{2X6tPa1V)>Nx%udp!@so zRymdrx)S{D%yl3vK!hUE@w9`S+6v6UIsL7Ph(z3 z85i4JTnn7yVUirWkSIgn0~MYcCr#SKN}ik1@;MEtHS`s49$DpCKdUVG0^BGSI2*p^ z_!IZUu9=sx-lM6q13HuMeN&_nG#It6B}(wScxl`>PHfL(WZm{?nXtqreiy8qWNnqx zB{(gYHD6&4dzpI+#_5QEOv46F@u}jFIaTuZgYIKbvb-A%tj&}lbvT9iGO)9>w(VOFT>`sinS%4mahYTeSyep?l#Fi8(J(yGH8v$v{3q3@k1PQGf zFP$>SiEns}jJXTd2eI^Ys8y~2??^lRC(XxV^lzsys0mahE3lFJ@rmMA6MBkS#36p+ z`b(U+JH|=vX0dW}KJ){FtdbLZG>ZpP%eDFMnk6m7BqJ|G$%c8yB_a25i65CJRRh!H zp>vuzG)a{q))aYEGew?PNtWLG5~VNWejX4j9iRg^TEQxFiNj35Rf^#QD~Q8=7bME^i3##HB3|6D#z{-(IH^`CR$kwVmZb%t$syM7 zV*kdWml}oCiz? z8~1qxl-(gON6mlkS1V6XN!jGp?C&gc z)~>s&z#_@*XClcZ*uL{t^3E419E#bb0y+rmNiAy2^#bg+8MIgR(Mu)jk)uU2egi`L z&MZfOJ$uhekxrwNWx7+6_-ss&TEX!W-YQO7KY;dSU$hk3W|Ls@&R6bhuRmAGvrm=+ zc_W{?%%mnyhk9ii^#xjh(c_@>@uyaLB*}@A=o^Ul+QspbyfsdG9EAR0WQ_E@0d#*b zeu58#o&@Gk4jaT+am0B2e#C4KXt+wGN|vQ5@~&dCEVz*=^@&W$V75MH4{QH*+7MaYL zt9DT%(Dhozj3ri9`;*7X3$@Vw8}E2&P=xsc^R6=lNM$nhzAY3wiBNh0i@VYS8aU?u z4qKOB4g8F{F_yKh6PwJ-Y!%xfV1D@URP<6}1kkts#2@-8 z@*zpud`pyb`1tu{ak4yLtjvQ#q!G2}C;F43>!=afs8e6yw6639U9sJdzyMjVi#v0L z_GS55sC&r0gPHGDbTSM%9cGaN!>Gsntr}}M^g2bH{8MBBR8qe5j2rqT%A$B6dRgM- zeup^uY=i=-cZ{4Y5-s(MQ0v=sZDD*r4>6q&T@(ejTORvW11fqBU&jvXXEA^DF%$jR z;l*yqk4PmXiF*7NnCSP$anb=QhcKYUuc5lROdfs*%zYV9`$a%DubwqY(X}RduosGy zSd$z8w%iA5f@bfiPX(Amyjk2Wz^IRzW#cMnPzD082Ev}bh*^HmYL?jUz(haH2eM1A+1?F`lCJct)lD)Yr%BpmG|3JJ zliWc^yLVGJ*CxwR;%OBz;0(pV{-ij$zARQcLho`h6HtC&r}M~JpD&OzR#~Jwe&LIa z>=5QR4S+^w2U=X!ByXWZX;=%&zhWk-krmpP?Ymx2($R@fnow$6vt?@l-dQ{yh)0fx+Tl|&xvxyJ3%@eiIcU^u>^gxiHDn2 zw*Cx!*xMpr&FEKaV&^LOCsLTt$Lm5<(uf#7kStql$r8ONNxFTClRGswDcP zNZ_+1SzS3nikyxXk6q-t!d8j=M4ov<-n>IS{ROBuy{YQ~YT`;@@Z^uBL&#$xP^Azn zr5LyIWNI(>cuGwxv>!hw_f|-Oe&P%{4WGA?Zxf28NK*4;Syu--gcb>6*&QSG(|``& zB1cSOUas_}&Dke424c<6Nb+Gl;`R4llteqsvep3#74~)o ziNB~4e5a;ae*OV^jl$6Mlr&40azN&Z`y4f(+Mo}s&7LZ-y;-_LInnh;s8xD$jSoH! z9mhy~JZ!dEe1gof9cq+!{m2*meJ^vlz`c|BUnz3J{OxA>^$2^*khr$uo_?{B_A=}A62U5p%6mYiBES$06-w!2A!oDGVX$RhF5y#VnM6C=wz zLWy@7imJXgDNxBK``Ld)4YP`&0KFi7AA*0+UV@(j=UzokF9)1DEB$Qn?gR-x6EDHg z9zABS)*m{8*rPW2cGN1RPE!vC(qG^gGin1f$40*u0ybZQI!u1`v!u!feEKc@-iS@f z@}*Cbls3gnmS1CJC=?Wz*uRw-jE$<&Uyz%JWMSW%jl7c^+MxWvyIHpvVq?s-TxK~+ zp0reiW`vxXqX#)N&@44FC(6#;)b~^Lr1z*d1!LtDb1ck$ve_2F+42XjIU_(c@-WzY=|CqpMd&VCjzwaUcExY_jl)aHbZ ztYsSg-DqNDD19$}zR!nv?n16=N}k5wZRoO3J?Ldx;A8mWwk~E_fG_TD4W$6`3x0Z+ zzc1zQ!~5c&!DeYR9(t~MP^mE2{<)K6#Lz^k*)KuLu?IQxJWgJ+Z*590+qoP15`4rq zmA-Hk&jPrAiZ}KrC*&n=?>4bW564tlG8+F0O_s!tNs^j1QCeM#7Y}-`hm+W66^oI) zk9fv#%_?QPSS6gCcKtZ}GkS=qmH5y?d~h!LV-`8*Yl_StnL>SV=t)E$dEDN5)&F|55Vg9Q`Yh2AMLZ*Q_(JeepP8pX*)=Gb+hY1q`kzu0$*mD-@?;2BW4sj2eq6!jJw z%`VN7Wo(T^xs#J;D8JLkX0%Eb{9`)4Q6m^SFn6BYbRy5=7iI8^w#;udxwI#_w1Gd* z1?sWa<$tTbn5F7t;)$HHiTb?q0hB%b{ummH`tQkspP^u*ui65g#fcm?8OpP&&>K)N z*ck5wv_mF*krd-n!op?RvX!CV8eoASOc_5b2cVP<|c_!{Ko`IZXYk3-o?r#`mh#p(DT}T zk@374XK8urbs3&TkT351PTbw$*G%O(Co~7MUM*Y$L!$=P)QJ9XXE6R zDOO%VAC&i<51mVr3)s ze%NTMv|Gk^U7$cB{+?wq%MvKZX-D5WM+R~zxH&|$1euJ$p>(`F{= zki#VNUY(Spk59_DM<-?SFVISyB@XbD;*r!_d}Qr7a$*=Y*)vssE1D`RbEn9j$B8oi zQJl1QjS-JAHu2ZCnV#To??f388YjW?+1Jv$Z^BrlMH5%@HDjOYMxO1CPZK+jp#{!=5b7{;e+#ImFWx>W&ug8OPf!Ln zgjVLj#T0Qg)9XT&Xe^v4ncF4Eh<;GZwu2rlDMkiWrk7e^lNG5}IZ+?lx|`I4qx3hM zxi5KV9dVaDAKg@d&TA@^aaodO*;}4PUr&$eB*u~RtD#Q`l^aeDh634g=bem z=b)(Fga5Cfznj7QvD0;Q>^uxx5wG5_&?$MKQ0+v?(Fi)cn%b#v!StEA1^g{cJ`uuoOs@ekusln4)`n2-nP+S@!e?d zYu`iO=H3Q!)nM*@0AHz>2o)66+|iGqMnv~7Lh12%=8^)nYeJql*-|l9-h7Rg=vFq_ z-pMN4@38k|9-GLSL1&>StZ$OyqfhWGDoO&$JB6X}eY_mH(Y8?Jo=T9*->H?aouMCwF~aVd0>53ng~xxk#V_WQG^Ysy|GrL0-LE;9W|jZ&nXy9PA!Q0M$!x(pb9 z`_H^?&FkZpp*!%*&a3OZ3SWy?`S0=ieQO{dGsXbP075WjLWmmpS#~V1qmKd>2;`&( zuazIF#NVm`-{qD2RyBErABezq;Dqym7YqTe(YYD$lY}500>sIbF$DM+C#Z9c$pttF z|Gx|T;0~|<=j{k2za4OfU4Ghrn?F<#y!w4HPw zRA?ZuE3$^@?czX6c)eX2`wp+WpJQ&*SGemGFQD-ae04(O0QE`^(k$(bT9DWLGjVNZ zpxrYba4ILdie`+A1<@1NMYGmS=*|wA40~_Xvrw^gf?nhWYw!h*n5Vo^LtO&3)}SCg z+LMz|^B8p{^aO3PaT2!2pC^JJ0!sD?*nsVOupULGeGSm?mO;9>gF#QXH0s_9yaxXZ z&}S%3h5(nVSJj}Ez65FcmqA(%_`t4%MxEBgs2w>0Jt)qg6HXY=rH_^a-n0mK(~x`t z+Vfd}dYlT1`vp+G zDZ5!S@TcYIulP;i1v5SLU{6oIb!K%nub$%8p1wzEM)(DA-`ocNmePng|SU?<0b z;Iwi8W|bK@YZk6)?x!b#be!X~+mxcv9&nOzkv&GO@57u|2W$S#(79|2)`6@&ct^12 z*$Q>SRZn#d_STocg~u%Q*AEVX`u=#3_RbEpWt~ySec)u+{(qhnUyJqHPtsn+{cPEg z?D)*no;r?`VLua#*S33V?KR#y<(03x6N^)UgY4~QP#tH~Uy1+?12*w)C%%WiBk+xG zz;Pz$XPv;>d<&zmAw98wU(Hv;L%pYXLObNG*^B#X;nMy(9-5VA)uF(NHmVE+qG$=$ zNMdOpKNdF-5rct1lUtIP71zN&Y;~NbkR9Cx^n7x zcWvq3SKWNw^~qfioxH?LbN2R8Cr*<-xFk>ycQ*ou12PKauTwqpQA?n!_(B`vaY$#N z;rz_po_qr=sLHv%n)5X${9bU^3p>2jXCG7!+5EIM^V|6Zik!y*+O!@JNg(kf&JiP7 zh|jM^U49lF;?Lir47$1*5O-*szK(IzSDtQK{IQ#kGh@erK6-B{@Nb_0oz*o+zhpM* z?+=U`0#!ka^}uUR6W8deJO1}W4&ZCR$fh7okRiUkb;D`a_}N_tX7kb_&%M>_yRSCO zAE5qzLE5bkIjA+Uw-+D8r+m5Iip_S{!2ij&HXvD}`RQ60J6`Cm&HDGz&QX1J{Y~Iq ztvR_{pwZwo^2MB{oqvK+3jaxz{vpg;G}VSfB#5n_k)S&6kRNK<0% zYBgY@Qv|e{Kz3u*MI^6O-ja(TjR&!+~Ws)x$&L8dbFII*6ih>U9NcP#P>d0r?Q{!28LS+ zN~e6#L|q2v^kjdKZUvq>9eSSQJB)f17_B2ZZbdHb(#fbMN26}o;Hf8OdF%A&oW}jD zuLcf-{>v*+vy?PwR(x#wYrfYhSa&yrlB!Lx-oQRb(1*()Xpe%)QI$M((l{^mJ?8_Q z)=yjF7uS5DdKnM2yqZBLk2mN&KcnV-i5^{muDSyg9RZEe^k8j>RGI`07?8&A*yas# zu_pC_92JgjUIC%IhW^&Q^H(2odV&ea8Wa*Eh{^Zgp^zZQP0s|Rk=!(ZT+x9zeU5D$ z=elWhXLr54-b1t8^wP=a$?N_7v<$kQ9}=k39tWwhDY+*UJ*NiiEplr^uHB10FBJg3 ziLPyqP!9kJt5Y9pln^(K3Uk-NRXnxAYHwYa*;hA{3%~X8S4aH!=XHVlnmjZCijcVl z@mmSj>%bVFvsR%dXGU+4K%vivyXlFqP%3Tn(98?Gv~5ctjY#xWM_`b~F#)?eOXQy}$VEQS;NGLEGH2rFVR_)G*u6A9 zP!3;M!~g7aYl6J;B$xb1jbq(8sDoSi&KTl312LA5xyLsM(aBspiQjKf=M3aG&y3#M zsgI9VoDHQD5cMgQf;4_VISX4=CNHO9=aPK?ekbnP13DGf8wj-L4qi76)=T8; zs4Bo|8T$nH^Wt7b@Xs^&u6^Ei2;lGqp9zAeV}OS8mwD? zpw6!d(VTOED^DgTjwQd3Vh$ri)EjCPqqmoufk{?a>8BYU1VC?N(7ZFCz`>uF&cRk2 zfcyR&qE6eOYuQSly$R}v2*&scN{zM5{}F3`4D9y_&`y4a{0db34m!C8UDE~pH5r@O zxK|YV847gwiia+Y^wKwLebjZ7pE^tq(16)N`m7Z6dGr&fsT=kle_~"-XULeX_U zV4@*Fj}7Fw0H_E(?0RwexLWiazYkCnpk*8$L_a9uqw zVjiDu+l3t3fqt;KtInL!OXJqM>5)wydLYP4>&^4g__o-5xj{FOyGP<%;l#Tiu{YIj zyEcqL4{(C(7j-4}xK}e`J--jMUzyx>#z%K812szhvECZ-&`)Ff8Z-b~Or=-*jBoki zn|J6%U*a>ziK8>*k7;e8Ct^-nx>FAsFAMsOM7Q&oK`Ar~zrbEg`vbLQ{*U;coo1*A z`pF*Xu4kYq$wf`7{>VokXZ6>c1B3K?PI`R&tsmdZgFj`MiS8Ew37?P68LuinaBwvH zn-SDt{I2c|a@bXPF_0S z-AC7w*F6J*^pTrUNAAMk$TQE;$I0R7d=kCz6mkV(MGRBf$4tXVW)7;hAo-P;$?=MQ;Wd5PTcGC15J3m{4@1WC;7qHzW_OoZvM-uBb(ev!14x!^R=wtjOcg<1U zOTW>l^v&z1pA-DFGyQFN%Rp^MkJY}HLG!;dXuGQPrlaXk=q2s@m`U^td8$L1S(3gP zTCqFO5yVl`>+kl`XQ4i7Jmaegul)2;g#fK}I#ADzBu9lBwQ+lL8hNNBb@IrAU>!;= zx<)UR;Viudd2x?JAFUVSu32Ar>VhitVNg}(-r%p<+63wLhDLSULeEu)Jv)B%cri5* zzs*FxD721TL(Z{N!c4;Ve!%ydqw~2Esu2xCHK|glUM&!+m7u5yi}uzGP;V3la(|_K zfPVQBpiRjASJ+R+LR~eZ0Z{r;aY^Xsi2D4}03e6V#gNeDJ-auE|@EZbI1oBli z^f-#R{MIB?7uH2zP@wcGAF6fm!{3wk6b#idIYM>sZ}=wuKY=;M zk9)pc&o>KsBjAV>G3-LTE`2TR%o%jrWlAXXe|Ti zlj+x{W9uu_pn}Y~-b83+u>bXeZuE^%MqUEiKgUyp3w!H~sqEJxvG->`jh+hS8GH0< za}3&mXAnM&gy?fdLuKmi-b&dRg3c%W)6=l<1}TP0)d{|C~}5>Q~PIT``X52m=k8Z<|rSk7eI;gXdnKuyr>2 zkW%QRB5UO5OnSG`K7QKjh@XbLLBqE-KsRj&(iXkh^F=|$lLs2qg7g}Ezp&EVW9Oy( z9MY8BO>Y#Hg=a4fS(^`e8~fx6LI#ECz9Hl~?9`vn1xvDiT@OSi z)XtW*JU^@ytV8IVn-dG3jJu~Jb=j3Xi68m*WK}bj=ys#tN589ngZ`{B zwVMCCPNQD;$JXA^y_tcELy!3GgAL^v9zAf#q+u8=`Qw`Ez z78==WL#4+aqAtGYNdDT1-%ZTOy!iQn{FsU_4vg-j4WQq;w$DR@s{82DZGPH!bAUeV zVotg#)AwL5+Ro?6AKR&s<#78H~^+@}8R^UMqc8Cxn zh=cvJtrce@So4c zLX>?jVXXbXgH;s1?qoS}+pdehH`n#d<@HJXT>d`9XzQ;|mdXwOzW!c3<8h?<~i^HTp?8?0MBk420bumtsJ0vUOfKGr+NE&av|yovta zrr&sbUprZb%}+o3<|S?ixTW8CD}Qma96ymBya$+BXzeST%IuOs4s+$QH(kqCS4 zK?HHIf3^(W=VX~b&K{HL<6lSdhrQnEx1Ra0oGhW!(of&*A39kYH2GsZ`}&dptBc0l zoh%8Oe!3W(=42VsKmBy^=9-gb$u0YM;n*|`@k3k@L0phB$iKJw0(3eg9d+6$mikcE zKCl0NPWi4nSw^0*kMY;max2xz^2KPs?%%I_#||e;yRPX|e`1+$`Ahcuy8dPTuej`F zITUNZc0bofAd8T2BnGk&=!#D4$( z{(jGFP8R=s_A$BmTK@GqE)&b<7WP>F*WcT8-^t=! z(f+;kn`6xrPL_}>_Bje`bwSD?j>x~B%Ux{moM6}6BEB1rgdu*2DS~H=u`o?!p-V`IsJu==0au$NbOcuydD_rJJ|?`+waQ zyP1E$AM^kBYrVeN$#S#QKVEC-3MWg4Lx0%d|ItCVWlolc5%$0TPyIM@TIba5fBX;q zEJDJOFvJh}>uZUA;AF{P%kIlouHTPDAb)?{m^k{_T6R00VZ8Jmd(KHG%a8Z}b6W?p zUoCv%k9bX&wFR*EDo`)|#w(BS7F_*@kEF}|n!jJs#m?iOZ6H>p8`T ze(;`sY*+Lxhzn8%aYX*L4IWW1T5Pjl8_svb5I^LvkF(<-J>&B9v!yq-eDEawZ29Xg zCrhp0?c*(CeSdGQ19(2;cjAA?mL~eer+LzE-QC%TPxnZ_9JK5nJ!gsZ8!sdK`rMJ} zx85*%t_kJs^ZW1o_}T|2%hjX#{-j2E%q!QIhowlnHOaEGFYxLY31W?klZaHC{02-R zk=NDzc~yQ;L!jN&fXh?>jtm5%3_pE2lqCgN z0B{Vieb5pB8_CFP=XH6Nyh9tV1FH6WHBPP11RNEL5Z_xSNxf;3mXA#G{kuuJ7Y0@V zEyvLk@nYn(&c&R}I%qDZCId;Ec@!8Ous8?4JM9|qhdU-&`Q9XNph_9j$Sj*X0B3!f zDj9(G{L&&tws|DWlzWMCuv&stI~*qqi^oc?nbGnkjFY!5oWcv#^%@ZU`mcZ=0Ef7= zpI7uZ0r6Q2goZiaj7*VSOOs{8qy+gnTb$&BHs)}YO)m8(k0}gQ+=t1NclUy2eQbOyV6ql+eGS@$WKV@I;d-=G<+b+w zyKM5Jt4-QKozQ=$RSxuky5c*OEzIfUVQ4{s0Gx-`W&Q6!JbD1tUTBrPhd3R3G!!xO zOfsqUN%43eCC#Qq$*|xkIn=`>6SqQ#Qu2h9+Z!c$gQDbP=O_tvOpt+{=) zg##q&$P1u1=&CMosK|}bA>@W0C0mmGfG=I%6fdV9#LCbSF*3UkC*VRuunqXbcmYb(B>y z8m%&|6p$KV4%fL)M*P$XXhNTk(0;fBGrk@pReD8BF6dO2l(xyIIZ)sLVYpcrN|w(+ zeT?;xvDz`#{5+}hWF8RS;AB}`G)dY$OAwbg z@#6R!IpQ>@_`Z#n%I$5k72j#t2B_s5AZ2mDi1u=VFEPK6cwYz1>`V|a&df>TRxMGE zwN8+YGvdW?GfwJdh?8PfVkH)z4sC6dTP=a7oP*-WdQzV4I3WjDM@jW!QIhfdak=p6 zxEvXgChMU_IbJAD#`oLLrmHJzBAMqcCR9Q-50xfB`F8~PD!C_wgNH9?lHi`ss$CdWye znK9C3vrV4uwMuJz=smPY89xD+x<+1Qj^EMyM0~b2P$3&os?zI;`-Q18twyTcKAIv+ zW0K`-=_GmBB|%CIh~tFs7zy^W$&e6o5YVZ7cY)}nK=E)KsM}8HDX?DxaIB__fXgjp z?K4wlkRQ|$Q0B}mp2F$hiPHCToa9{*BaL=LBSUVrW&zrD9!h{HAXns?hWNo$=F)-K z&Ox4zB~#OauB(%$DGO$?G_IeHnBLTY;AXN%8~+*>qO2%zv6F1D|rr zJn+Ovmt&+CaP!n0*g6y{k&9MY<7SnX->^jzHo|A>0O`qZ&n4W?j}zLH^RafI^xV&v}hXern#TAuu5lPSQ{ruPCC_xgl*Pl%GjMWdv_ zgX2;&Lz3+LoFENqC&(#dyc}|Y_F{F6JS`b5!T3s^NUIcD4LpCDRpN(R<<>27?r$bZ zs(w;jhn|o`iUg1si?ik3+7&m`*Ut|HjMky@J< z+KW8U3gjb46#(W`ikwynIB<2SG=Rb0gMMN8xn#*-DoIZJ;J3th!qQmDoGV5W&X6xQ zS!GOCtGJ#5u1Kv|$-SDO-=o;EA2V`E`^{IW1NcH%+loQNwL*CA@3GPiAS3#SqL>r967^WCRviM zC!(ta8NLgc9CT9-M`Ogbu}zHCpz63!j=|=w$m=_RluZ}}U4apQ>y3`8v3>_&vFPJ> zVs`WhbOhw|k|)$`-O)n_{G<&qRAgvdpsgL#j&z55-??G0LGSqrV2m#Zh>-P7y7(llN;!I5cbcufH<7SyvTjS$D{9YP(<-_ z%LHJTlb}YKOn)%NBDwAXgS$zbQSa<@Waojk#z)gb6opn~zE#HMvr7B-z+0JjM(U#9 zHDd8Rz7Pl9(-Gp7e37scSROH+sX(%9<)roUWfP>>4{@?;Y>YJDYLjElsTC)H4l|$L zLx|x4#48erzNhlLj$}M^kUy3hLfpCYy^qYb_ZVUwy9`73XNIw+q2$XjC?SBf4XDB52f6Ls^f@C(! zyzFLKQOGP`sspiZWtOZ!)r*d^N#z;zbX};?OU=^86&eJt+sSv_k!`if{pjG?JCoQ# zO|n`{lCv@Ozqv{3(r;A^qb|%c$>`@P^pVgG(pPtMOOji!fRw+DmwZd(uvM(wijI+h zC($yGe#AuYoTn3UIoB-rp!K`%PVMtKA^l%Q$;f?C;#STi&d^Vkhkl|yloT)c+@YpP zo>Ti)e@T|*J(J{|LxOl1Vx>G3O#|@nQ?;N~0d{S8%K9F$K7QTyzo7YGY|Kd;%txJ?0 zkK<)Kd9-6JIlYWc;#kL#E%boc?pP0cx%T*K8)BLGtl61b*PY&{FaCcdS$={xD~)`5 zoHL8C*u!|h@Ca~v(s{}UH2zN*I44~JO8i2&r?8Bw*vod@CB&4OR7wo znIb=JO_t5JL|Foy_-82OE_hqz<5%+L1@a5=^eK{k$N_wf*u2I)ssS6_)t_A8OZ{R_ z=ej`Y^*u#u)k+cP)=BdIah$k717+%Ol_xo%mU@MK?$g(kyBDUQTgHowASTIO_87@S z{`d)h9qK{N5RzMH)^(MX%Mc)E_TJ|5J z3_nbcCpO1*<$emyN-O3|zT4Z4n$iba6z*}(o!Y^?4cPJBSExTS(j(`v$O~#l zmty3#O4RTA%#WB`>6Rulj-|@BywIaiFOJG$B`b4uvX%ypRvyuMKsE(+;!jGMlB&d2-4_Xg!k1d-!j5 zVE$cz`7gf4{cb~FK`a#^c5dXt2hhos8q`m8?Op*&jm?ST&?7PM3=P0I_7v6ELz^)1q~tmmCDYr|LsGk97?zKlDe$S`lm(=8djh$+L}#mxuHmp3tVfG0FJJsqzYV zc3_?q@f({gYoimT*sM4?IEVcsy~;lPuo-@|x(fYDK`3CHpmHccZ7oWDVqMM45o=|! zT^Zu802EZ{d^kN#Dtc}bM7|w`O|m44WJ!=`>?JqNj1_n2ecnHamcsN2rHLIE>eSA$ z)Kz@BU=|?!*lKiLlO!BHDNUY1FEAhl`mAIbd@+&UI6ru2dMB9V=)0 zAI@hT>#hU8-%QP!%|4SF9*f?4h5Q+Z9^~%o&7sI4Zno4T$MFoJR9kXqPiVOOiA|$f zW^^%&2^rrF3Jm@}*&Vu4{{D6}{<#qU-he)L(YMm4UTTwwo)cu$5Al*(Hb%xa28z#` zUJSub{!s3b11h4=UgXtsbXOs4_j_uHD;8*onYpZuDQVhDhiBMs!shA{L zq03ucCP7+x0Pi1PmKtY|M*KImF4*r_r*SJ<6aw zP^yrZYV2qHUG!snpv5^zO*@LtS(hg=;|Q^P0GgX$crJ$yb6e;W`CEB%vjP7MBDXu& zVvaSb5$LuM^Js(3UZcMh^f#UUD?d7zG=)7-#}xUp23njtP@;atk9dAo`o~zwa>^#1 z!|}%~JR@M`3aK$e47vHE!=QH4o`N)YSq3fsubzpIxZ}_H2+n6NTIsyt=U-}`h zc$u{+j(im>7n?;(CFnP%cc5>u5SzqnmDOh1u*56}7eMVsj;=M5--(%WgW{!hUiRiZ zqtT}^a^%XqL*k&ElUE`k`Fp0Di8a*Bj};_4Mnz$@}M^hbT<{S+S!@ z&bK$o`)(##5DfLs8M=lN)_|K6nXd5G15 zZ?O_PEhaaj=fbS#CVkmJ=w>Q2-rXz7@=KLOC}yEHu|>-Up21|`S;v56V(cKjCf6^B z;5jXJy1knIld;Y%<5|X1{2Qq-B3>@ukCV2cu{f$j_8rtN0cB|C< zNNuv2B(v{HD6&q-x^7W&phT2R&J!g8_fn+d))YxhOO_E6c$VRuC?|NHU5RICgOA3_ zX`W@68nS0>$zGx?xorf!e+)fZG|wMqoRDa1lsumiCC>e#{-j2^QrcYy_;_d$PUzg! z$w%Lm@YDMXIi0hbQ5P)%s$76q?>q5YJ`jv^KpYzb0a^is;0Qk>fPGkjzCGi${0$j^ z9r0@TDxd^Qfn>}BigCO)@I7D!N9u8UD{usFU;^2J3A_U;(=I31)#5dDes9te=r1x5 z$Y3wN_XH?M)AGOviUZ?_^wT_>{k3S7K(#gFwCxR?OwTL&)p-?t3fF$;wf<+ksvpL^ z1o%J&pcoIob24z-9{T=sUp*4;q3@r2>avgCTD*Xtj)Bgh{-Z$kSzyqeK&|Fig|;CO zNFU?QIRjMe1@sQQ^8PIcYvxt?cllV?5_e8<_0+j7{j^xsKyB&)O~YVbk1x+U)(7js z1mHk7fqVfq$jGbthk$~_^16Ivbzl*!=Q8t~*UG5Yc!M4~V$dV~4C?!XK|fSAXyHMD zdVO7x1`ao9YEh^T=Aw6C`qA}*^)T?Db*y#lm0*1a1i%E0z*LVDPYVQT|2>RR%cw(v z2^{&+s7}zHv}$3{qrj;4d;@w8T;pH{qc-GTchsQS8yd72lp=#%fYtT#)e9khdTt=l z?{2^^iUVZ}3{ofHa;>35sWbwbmFh-~T@0+6u?i&y>87+G9S+sC$lyP)`!^UEq-I=cTXS; z4y%FeUG~%;wtMRue?ROJpmWy*>ajaPdJLORNdU%J1IWWds7PXgg=5FoPoPhD2R!g2 zka}d(jGo#&vaha%1|lEOyiw2;ogKhQ-%t`%Diox5#zJWWRY?4E=xQo)f;QAbHGmkt z#xKeN138zO6QJ?gm-ybzvOV=ud|y3Q)kDVuIjphBTYuZ@tH&bzHDzC*UYr5c@S0KI z^#;Z~ABvm(&}y6pK93G+04wPaOeBnPDiTX4EpGZVaG=85J#^(vFHLR%jCTXHCf9)M zvCiThf^=v*U}rC(`~a?U3pktG3H;zButml_zY-|lSk}$|+|POHrs3YI-+c515Ru%u zfOTXD(3U{D9rFU$Ic!kB*+$h0_#koe2Kf6hbT}3pT*e36LP>P`Ll^z=L05hC*;S(( z_f_*ecO9DFQ*H0O^y)PqjV=y^zIc${jDVtGBk(+Q^8;{~uH=#qWr#(5Y7zcnMC?%D zLHL@-*S@;h-A#R4d+6${-n!#8kf(RPT8GnpucZ3x1y1+%c@wCmMj3R<1}Kfl8_S^# zY7Qi@*Q+4ivM)$~-9(J6hbE(po92biB=!!cZO3`4&to4gyV75)e+<+axsCd&0C3jv zKvj02bNoFT`#AtB3jyA972VhR1`O~k^blWw8Qz0tq;_Au-`ibFPxsWk7rfQAvY*BV z2k4m_LF%&KsN=_wBW%RY9bn*Z@lA5q18jGMy!|sd(gi6&E-F={H&C6QnBwdQT0;LOFFaq8d)27Kx_amZl-oTV~wXT(lh z6kDBB&Vhk_t`C%oSgY2vmo}f;M-2h)T6+m6Ywz^dL}x#pT_-^ET?^FlK&00EYS1mC zjG79)%mDI$A2}|=Lnr`Pd+lu4ihIo9Ubl+7>46kC9W~oi7oYWp0>W31a1!;9hkhzn ze=P{iDPa|K9dq%K>p`06Wzb*F8+7PpgANZe=YcUb46 z-hqC)ADC9jVS)OsRghk}7NjqsvY6D1oS6g-)n}uczZms05UQ>r{GJOt-8ASz@=*um zGt!T`IET9Umb|tJy?vlIj&U~V-eJM|8@9AV(AH8*s!>;`V2g9;#(p|>jaR|C<5wt7 zs5cQoZh8(Hl8Mbdbl6KTz1YxKOPBE1z&+3n3=Pu8_n=d%0&J1|n(bb&&L$RCGv;|9 zWOo>MI%D=@%-ZCk*IHR%>j;1C z`Xh04!=T5|Pldif3CRzZW5Bxc;aR3&{b^sY1}=l5BMj;wU|ro=XD$3O1M|+D30Nd~ zt`~BEHI(CTzYsG8KLQCK;;M_@_tq9rvb-+ip%b9zdUU{BbNue7rkn;%a}Cx;thFRP zLM!}r8nt9bD{4dspv_%Fv^cQ965Z)fkjZ?u_V&|-4$yGS2-NM%g7o7$gFbI;)Z12a z{Tpajnv(m0{>m2MnB=_ftI=VsK^?Yna(#B7nLsOlBfoqhPVy5cKGdew1?zM(~q%qg8M+b@c zUR+)DK#g6*cWN;&FLGlO=Ddu#XXmp|S?WQF5bZ{PH;4IjXy>N2mbmHZt?s(~y@&3s z=&j8f0#_~NuZJ=P=)^vO8V4=dzOM#tnH5N$C%LU3If@!^xCwCQXHWyIHEL;SrADKJ z^5myH=xZMG3%WVaeKwN6@;Xt^s6oR9LsNxcZ>}7mqlow8Ks8SgtJ~3k{zPcKE(L4p zi_{!G=RQEbUj#+Z=wR&{@2@kd8x#4vKl4Az8duYg4P)Iok*nzb4n62T*4Uc=f5;CM zn7(i?aeQ8Zqmq{rFOUmQQ6q_;dBk4)OLAmEs92~eLxX_qj)1ZvEJS}YLI>dvboa*) zt=*2g+15>u4|UTY7rN_1VC7v>ytU^hUyTCJ`)F8z?&%(=o2mzCJ|j?Y;IEF?iKWv} zR7{6Ljh^A|38)#EOShrWb1bE%&msp*1cEvY*lIr@n1&GD*2YsCE%Z|7(>_|m$6q^< zUn|mQMkNR90OrzbHncgb@u&5`f037KL+DjPG-x@n)+O}u3!$vIj~_n3wn+1P^y9aH z-(KPW=YS+9k$cQQgO32)-V5Y>oVyPD=%LrMc&l>`U%dfE)lc+}!vhUEgdV5uT69BP zw!we9wug$PJ9h0&j_Vbo7CzS{&a55qDX3AJPK1ICsBW_zf%+7EP9vs2@c+J{taT_5 z<>C0@kUycfvjXvVk3YvK&36uT3eooaT(xSR-s*JDP5XcK&;V#8wifl(9w(ttq_$LE z6Re@+4LhW`c?0@JVy8tL*2cW@bRqvTpWJ^C-IdV#9~Ba_BbujE8`VoE=kyYGdbfVWA50EKWqc?{uB2@zxyV# z2O1cnHNELYnY%03d~6OaLtPK8G{;L{7xB?|!M>XP12k+_gN~&)DB?sOKxg+x0Oy_t zJbNblA%6NXR>4u^FZ`_qW3K2QqNmT$!=&*$w)z-@|C)d|W3MecS>t-XzYO0@?53$d z^wBc|-8I7<4_!6VOFKbva4Z`+9m>P+=b@LtXF6BIHty(l5P54Pb{tE-9S0P9JkV*R zCiqYReC+)s*2DjsuotpJk_|P1S7YZxtRcz`S{`I+Pke&)A4mVU zo-ntk&`LZ*FZ`VRh&>#>mw27{#P9a9mSfTMpU|SLZx^bSTZZaXs3s~`2-Qc$LbVBh z%gNu)K#8&jI+SoIDBPe!xd`=yof5?d>WT7DPjrO(WN+?Jt@{OE;$E}4M@-33{Rl0} z1O9gaT9lS~LiL9%p<09Qyx==cZa^`33aUaVu(DHE9Pz;g`{}1ru*X^8DvZTS@-Jd@20g~>g zr*a4Am}Y^R6ceOv9#HGpX#hSNH3#u@2C=RNdf!VPJwKi`MLVG3tV>Lnje4r2yLKz& zrAM0kX#1|dI%kx>=7|o{x2!b}7AAI5cXnutZI5IQ=MWbeM^$9UeCA>nb2^onjNR3k z#QZhusn_fF)Pv|dGjq@sS`_O??2R0|Z=}Djhsq>yYLM=tCOT0+L^rl(%{dL~z}(c6 z&47A$2-OC})E>aL&#?ZQ1cjKbu800K!$Y5br-p|%v3XrT?c57$R{sD!-5=V61wk76 zE?BLlpyqu1m$c6Y4MhoR$9RLfvp(3x`n1ul5dGFUSTF4l(H7&4to1{60`svf0a_Pq z%7d5|aRooYwz}}$8+;`E2zGf8O0Lj$YUtsnznHse184*$p7zoSi+!~G&;I&L-yogv z78rd$sPb4Bek=<;6nVCh8#YSpXzB|+K@jv8p~TwW*n1!BqAz(F`k2-gd#XD&xGir_ zZ432II5z2z7@_6KRH!F8q^FL6vZuyZ>X@ha*9~-ko_H}I+NgEDYIOD2gi+MZnL_kv zIo8SXP{=(ERmH!~QS;c>2&cYK&oS1naxaH$9MAAu29$H8xyG29|ft?Li$HN{|cI)nK{srQ>Z?12-VXEjcQ~M;R-Y? z+c%KoCP5Lvny7RcV)a{Zjh*eQ(VzTuM(F^kJ_EJJ=OFc_j(%{|phpiwr^c9@G=N&L z3hRRm-BsSGAD>fyzN9`PW*Ba<#zALE_+wRK-o=f~!4m422Oe5|Kl?R7zM5xq zfUbdZYQjUKCR1N_bY%TP{H{UF?#vu+B;MU1KGoxW#_srZH{v<3ulU^mbZdQYXsW8A)`>g+~$#iG9D+^3G`hw5$CE|u8}JAqx@#*X$xvySog&{jn}b=)^E9hk*e zyFc~QTHXP=l6ok!IY_fps}5ydeWh)v7Uuuyh)wyh^`392=kC!qHC*#;?7Pek)pni% zy6pnG-x8<`Dg|rYBjVY>P@PYGmOc;rZolA1c^MPBN~LevSx@N+;t#czi;2CorsPC? zw{jqHfY(yY{|n~g4SIdkocX6to{YRfI+SFcL|!~r8~UgQ)O$XjYN+a^+n_3~QQcop zvM;%pSe`vEbcm_cUHQ>D|KEbHSJc6V>SLew>l(5z*$8^AUuj#2L*H9#v*qozR)bFZ ztZ_HpzrsUXzVXzj@4WQ%R%dcC^Bsuo-lgvg zvDrfOza06soO64fG`^!6YjuTc#a%mp_RyE?@4mn1qsxEt*8u8_>c6rVSOY4N>-ZP_ z-CdRVUXMIR`=gP<^wr4cv5a|N4eHJ~gL*V)jdPLOJv(u)81auWj%O^p3sZ;k-Q|}a z+OD3LE*|;%+=6h+w9?-%pX8n07MC)W>-)(QG_T#z@*lpJ= z_+1Y6O>$Ci{RFKLuReVKl8u@U8`|R=pat>->XvIk8eEn7`Y`)9*ydoaOXR;+uCY@A z6+jP-GNZfn)Oz^BK}QeG%Q|V}H7|YZ<*PN=R|99eEmo{j^S=LOS8$pR&#qhsVqijxewpMIk1z3SA z@DUfp5ph8N9^Q00&e@t!+kVZzLZ2okI9r{X*?;?=p;7muovp=-*?<50_T%H7t@Rt* z|MO#TmfA_q*1etnzAx{ioUJ?a*?%9vc>g&JM9Wd}V%@|) zW1R~&Wok9 z`e+~Lf8VFW=zh<2dmI03EPakUTLaJ9ulx7o&UVn*+G4r=zw^;k81moucffDX*0DS7 zZMo6TKkM^qi?j9GJNvc!xHcU5@&0r;;%x1A{6Et}ZFF|vwEe&T{rG#Eovj{E?QNW* z|28D;#*&k<_#Cyj?LfPKAG=%`$D}{U@xT8soc6w(?CqspAKx5yw$3?XZ&T=_E8>DU zBL90|?jCZs7TRjRZa)7FLk1uLh#Mk^E8>DUA`ZykkAE6IQ}3F+t$%)P(*w@d{0slP zYc1&g<$3$H;r6(R2;yLWZ(Xy_+4|^fC4RHf_kBn>G9L*;1|R{*KkskqUT15_IQu;v zx!wV}#rv+URWYrk@%zaby(`V-pv&)dvRo5QBt+x*Y^FnJqwQ8WAh z-MG&`yH`mbss1I>Yo3kH)*1Q#=do6r=WGocX&>wVJ2&g+I9s#!wSWJw`WeY@ z3BCXPjegHZ!jJ(-0P@er@{(9Q;&*%hY+Sz&2}gds-Okk63$ojD>?zty+qOONzt}VO zKD*GiBjSME!me$|zv|49ntJS?>$kKSn}M3FY#P>NVf&n|=_mhbBaGw6b)SJXiE}x- z?)TAN+KkymA8&Ai?SG>0GHac!)n2EajasQA-`!6;{dlrQh;3un&yVZ6CN3!~1#v}O5J$uT`Foppqt2fcW$#xQ{~Le=Apg9bImCCvrnJ-j zHpbM@Xip`MxKic9|DU-WNSvMhHtoi}nD#dQSwn|2uk(=~o9DIc$GvTs zc59-(tknz|(yqOg%=76OyZ-(=JD$e)>M_1_-!eHk%t!=6?2#Wua@waa6dI=; zqNIOVq;#qtDJ6jA<+s=*bOMkY;5^Hp0})~_asah>zBn3vLDO&ps2DJV4Htk(3QoR*$qyV#oZ8pi6uMy&tB|`eoJubGP$7Rn)P8%&4CxvRpip4WV zLUu;WeW(SDQ-KT^8S_j|WnXHRFL|M>IcSobMNE=xjgTyhBILKMkun2HgRz^S=a_Dj zhk^7FdXv6>z)4;Ld)t^KAHOF`eV}FUHpR=#_MGlJD@Lm4ik2@wMaii;oR}VClS2JC z1zezYV0;n4>?3YrUqF=XR5CrT0eQNJ4o_iw@xUJ#_cG?8Iyou|kaU$_tpyiEHf!Ym>lGxNpaR&aC0cg^Ru{MbsVv|a>fL5FW z?&fQj&cKwn=1P*Q2NEQ>TAYN{jgjYtqa~V?;;&DSlKO5<8!chL9`@2!)#8!jf5(Qc z052&AL?2sQK)+W2-{}CHZ37UGvnQZT$ebb%+>+(j)=ARhP=Xu;*0jbyR_@G*maAtX zB|Wr0j?2(rFW~p+U=~ml@0;k5w$|+dUIz4|A36_unk?`+-#QimrYW(D=_v9CULnIAr)dGB=7G);@>AjH?Rp?p*u-y3Q{-JA z1j?Ll&dG8Vc$#@otaJyO^RR!U6u}<{{%)1^T%Q?zZ6jU}!k(^kZ7jO7%Uj-$#3t_F zff@z-^&-YijwaUg|3=&^!&>N!4yMSZ7AcZ{XtFe|o+QV50ZH^K`Iu4Rbf zBV#4o!Wg--FIui8L4A-DNM+SXi2|DTr3`Q}n^}e}<^=GwQ0uIX5c8A>DR3%5E}r1j z=DhK;AL^q~K-#WuiIyY9fur|}lvQ_aGC##8S%|4EwnL9X960j9BxRP+MnHsI`;aIj z>Ltp~t?{D2$I9rE&}Qs`7G-Uul)43Uwl(lP{H9|OpjA*c9KC3kklQBlxE&$C42h78 zZV|E#zxTZk42-efBSzICt~q0q7RJ1oFbS67pJ{o|y< z*%+A}A0^SyTIEj%g$%K8{Zb&K6M%FMW84N{g^V-ehFR9tHOrmMX4xy0NsSYa^}xyJ+oUM4 zQpbD1M6q$f$87k1!ZfH>Mswex%nk6iCEV{V?=Nz~xcAx^aq}iOVzcR?LVN8WDft~D z<-{YXvB-Z}+Cz+Uh=I*eS& zeb>waMtq*{hyf1tX=oJxH$e@CU0gU6DX&J_$fA-(t+<#MS)wc|0@^*ynj{ zXC8C;WHm8h1rYwqN#d6^Q4U^b%!@f4y;hWL9S9uw9I(UXTt6NvuMtpC(3knVpEVgc z{s>jF}FN1HYvo2|N&eH0}@luQ%WI;=6u8YX=Zxp#A7FAX(0~Ns%{#2}#GnV}FV^$K`%w+M+Z7a@Wk zcA}>-{3n{Wf8#z=LV*t>W%?4!_%6gZPF_Nda(h^e>~-Pv`B-3!K;O^oLRML1&Kl~K zaTf7{4rLCI`Md2*^0t6UGVhNPH|#uN3)BZ~Et0bW(A^Ri@hAhefh+YVb!6|>&?o>| zkE+XSN$3_vQCBe!ztbjrmlBi@N`<@@$(|XSly5+1A9D{si_E3Yd^^xAy~+R8L(TGF zyjf~Pm$h|=S?cUD%YlbLT**xtS0za!^4`-c@sbCcA@BP!5`HmSN&|KNP%=txK7nfO zp+)X5GRyo_lMHV}zDtad&eU*cf+A$IcZBSO8s$k@vxL_$iv>t(<3VPLo@ti!P_N`k zNs@Ww_tNO+f*Hy)X#Ntg-#$MxXF#rd0$1Mjf;t5_c~j!aTL*m<+CoFNE+kGeXN-|w zfQx=I+GNC4=6OEx8+#FNVAf?t}kty1(=iMf;8q)2UGv=6^Q zSCW(jt!Uff(C+k zWn{b)2I9}-fb7rV{;P;x#M_g5pgAG-jHb`tBa)=UrbMxhPmm$=W1(q*@`p8ujToJ- z53#xf^V1ACJ<_WUkmxSdMn1%nU?97p#L1rY>AOYT(xcxjz}j;`Ws#4VP!iqMw92QJ zyk`z-cS)7)3sS@fzn!`)Sw8Jbl4{Wj(h5p~ZSGOhcM@w2;?6Df(5X3bq%Q4oeHape zbR)i{R3qLar;!JRp#FgtWf)SrD6bWPOV>2Zf|ulP^0uWPv5tAq-jVo$^z4Q`23Vy( zW9mdqSwDq1Fx4V6XJB8z-XAQoNGL9Be`B~so<&&XAhzBIf3Z{b93KK~yDV`Mx`G$iEK>I}u>70A z@1H=&@&(vE{!^v`wOT`Lo%v~VAW>cdfxZR>(z2>?l5Kme4A~PS&2~qNi#19zR*jPN z(3LH{7b(MIfLIrdl=;|CmfuZMkQ!lc?FhN_4Z4uPWbwV1D2J9M$l*cp@(w@yxpJ&r z?9RHc64z7LcEqOLra`g8oNd7-K364=p$FYzlJhAM5-}}8N;XK5^vw6hudGe5wd=zZ zr2OC*aa|rM(bVesmyJxZQ){(_r%O- zwMZjxi;O~dzfZQvp`>`Zm_1(ZLY3iOF-8jKjFw8yQSu22v1WyBG7eu}h8;RQu*f{} z`jjCiIlCu9J~7^>caj06CQFTPlH1Px9wo|p`K=)pqSbs79(XFYcc+J|#BGo%!FF~x!heNe9iTvTg{gEhi z_r)LT6a&;h=+K5AWWo004`Sz0P^o-Nkk$DTBrGfI5OV3y`=Mg|jd+T$Po(zgLoCSE zg!qBD@cwmE;sNussv>%LI9RCSG2|#z}o> zF?&6Xk=?&W%d0(+;$&w1Po3HE6mgW;k^Iao<=dF#DwKjhK?5tff#!comhBUgWh6Dj z*G~!Z^X+(P@g5q>ym8X^PK=DI9W8tIMncCIDSjht(u4h^$n#J%l(*BiK#TGyLas=J zY{>`JN_Oa6@?h`S>>9@WM`hwvW2iyg*k>Zw9EO_D>3fm{K7<-CK2BOSjF!94pwubN zKFtO8W%e^h#`kO)@sa%U4%xW`{ViZEK9jgU1z(^hiG#l4`H)oT{!*pOD<~gpLWyxS zS&EfPmYh&pRnHhNbCRQ=2!Z1DCb^F`$B%~sgPd|0yLd`}ieVG=TaYJO@m)J|O(&=? z>$BG4f1B~Ml9{N#ze49hJh}J{dXMzfSB!7v&)5;Zn4kYFeHkU{MC>?h6Cd*ARL0QZ zAoL|$SwC!MzlztJJE-e-lQ;KJxAB?@aY$iqqsaqD8QVVS?{-o*)*=rf(`sYG`1X

    {d6-#ZmYJkMV>=y3oJ@KaD`mdN zNZAHa@>6^Kz{s8*v`V}(guUe%!{i{BYc*kpcUUy7pkBnIA`V0B@1obXdDAyX8rR8*!947Z$dzoeI zL8#uK&s_w?)vBZMvfxsjOsF0wub#xnNWW-l$U6Hxbg0!?lOAUOY(gdW4Ox#}engG- z3**2}N+y`)=Znly#YbI)~TC z{pindV!;^dpcJSJGot&_iIOcgUYdW4lX0EmWcb2Z8L=-$T0e-EEVd{y6FaY#vB*Q{ zd4{nD2=%` zT9!|Xl&k%yeLk9GaxareQIizE6d|)$L(2+9RZ;fO2F#84iyGxfO-~)Y+e@#W@X;*G z{IukV09||}Sf2rLc>z>rb~UI}%KTp~1kivzFpj4=bRO&)02bs9uWLXo<@D26&O3$_5LkX z7XiI!bpuEc5UR=aFE@|Yw`4qjltp*wBjiv0~LZ4A1EN8bYq8+6*?VBN_h z@Kp{P)UBOSivSN<0rf~h7icfKhH96&Kz8*TIqiDh6QFj`o9t_E(5Yn&YAs|?6Ti*y_gBmI0L_ycs5y58 zsmULTfYl*7(}7b(7jZf_R2P0H4ce=xL0x&2-Y>gBPe8fipN@Xd0>T?*knEbnlVBizzcQP=E zai@UKoTD#ipru$GpxyTc>Vw9?P_=}p`%1>%nsEa+jOKLgDZo2kK}&IP2y`iRjM@XK za@bpg7x}7RERg!r!8*<}L=Sf`0HZN#rdvi%stwiQtAGhb0_gx2bq)x}M4&?h7{j)^ zz)72S(U?{4I>g|m_a^#iKVV~iO#}6K#b6D$g=qE52HiN*sKuc)*$Jh@XP_jDmI5^g zj#CDk8wkXsaC+e18Gv}@?xJn2?z+CSmliALqcfWL=>*^%<2-`26)>@-<(OySYm+*l z_kO^SfEz^}U$pg9%_zq8@%+=VIR#-jQAy8fV!3lRPR@u z_KaO++yvY)7q;&ms=1~?&#{0pPKK(ZTd0nC50nwQ2}kT|`7&?K)0|W0IT6`oL4dyA z8>m;725Iru#G86hpA0wXW#}k!Ayc1nT5fNHhLkjD47PXeYlu1{I~>~UxL57f-?ft_ zH+NUlK~Fu^%3Dhg_tkMT{Wb7$pys^?oa7PIFZlCvbn_eW<`H9w&V(-mXSqYXNCwXG zIyX>o;!PY-|9wuL`e2c_=6LI?KS3Szxjp_-Gf-z11G1MjSPMIc=+vQ{AnyVF#Q-2& z-wfIZSbK0r{NqZ9c03oNUgzl}lr*asxNF^^9_r)-UCw$x%~v@{^OZ2@DdJ6u(NM=6 z#pX_+Cm@LFnfu=!h3dMeP{};Q_IYgt%*PSf&Z9Y9^{1TfdT6+(=KSid9t-`{s~k3Q zB3MV(Giq!IF)t2i&rN8Fh}F}$?lkbQ(?HYuFn^#7i)A0Lvr~n3G3vYpqy}%y3f5axx*Zsh?sCAjwBhXBh27>7cY}s>)L2HXaA3`hT3dPpB#ol_OmY+6F zf+Fh)5d5AY+7!B_+P@ez5(@4C3c0XUE$9c3gUG(~M$J4WRD)uG;*#fbFsE&>5BsU?8;BVxP&EWBhGL>OR738- zV!yfTLnjaQso|xQ@Xh={l$Qd1%N_#+cC0~*K((+5==1}w?S+lGyn!C$9aJb#V9doY ziZj=Dt^h+M=S7V1P?uXC`lXGRPIvRsgj{~QZ;8L&AfCOx7N}uWp`e+HE@vAw9{5&3 zfKk^GN1B}jmPk%Z1^RaJONe%O9HO0LfrEAO)GJrK^cNs`UG}4QC{}jo4bqo&LNpB9 zy;T5O5d)B3Vow+_x0lPX1M)%d+Qi0fM(xf$#x|mT;!y&2QIDEnD0aQ-1N~(jpP!IF zZs1GFp&Dt0zF?-CF5cZu_g?YP^aZ>$b6;;=TGLOW2W`z$ShFE)j)V`+ds9T22lpo2M%9sL3PH$!)$);bRK>=ZFL zH*nAPK+rv*rg8-aN51}+2e>Q#w>BR>NB;5TUSD|~O-^cA2>2l|#4^rMTM%>X(7S2) z=P}@uyO{f0*un;E;vjMg`L!4HWLwCST(FTA&-eCF?*l-l9|05Y?yVuceD!j>0BzVVQ1eUy z&W=xBOfcxzt<(tB&`~E~!*z&B@ zy@}I%hy%&Qo99rYBoqKDzbZ((Q7e^BAdZs%Zyp1_P5fI!{j~;|<+QTEU#XwYGEauu z#K%e@dVzd>Iu$)qpPCr!d1{H1C5d5-`2yb=iFNMy$BUKZu7RQY$6WF(`Fi>;D82B# z2l(L4%bY-;5~^9(5o;#{%Z$ZGUD0PZs6GOy@qnpj!j|lH%jEB&`UbmvY4FezOFc9> z-cz$ckyYuNucogapmm&sbkncFz)C~(+Q$&h5^qpvY`soXqb|&1)T9Wg6Y!@a)Lj#Q zGU%EQAzE`Tad#5+?l9&$gq+nGs)i=mPkV3Obk;}nO!e2r6M}SJYwWxc&|${rI2c=+ z2fTNA56!m{80#`>?M2X=(3Zz^#y=V8ZW!?B+srZIeiJ&1tJvZNps%OUO9Jz50aASs zz3l*sz7gnbKToaq+)HazAlG{Ms|%Ec?$98FjyCF6AAFSBsSI=Y2mVzLd#!^ny=_ho zqOSoBuu*Kh4te59TOW;E?xRD8`s=4&A!>LE-Pl!f4!-cl2ixoewa7r$3Iot9@5dSF zvoGAxof`5=dqWvpu~w{ckU7XtNQSMfWzbcT)%esxD8#1F*Wpks8i_C6sZ)tFcIdj( zRWHrp;Hy3Q_-UrC{v&au|7rzZ^mJ#6Np#ina7dL72lod0el%d zc#rKJjP0T3DE`A-MID3giTT>SlNc9Hox}aFPbU@?bkhkBy6dhRo@xeid_BcS-x~eZ zCpAd#Z@|XtL9s!8NM(NJdjs`F=M4wb|DlWnsX2riU=Z`hd<68zK9)gWv;bKDY#`Q^W$mO=3m@eRr; z{u4$&Hm6|sCh8^pJvZ}|Fax@S!^EQ`Z07`e=JgHwo`0l=p4f(Mp^K$6(E)mBxyDO( z_3_oHV1K;;y`r=X)RhvXquhhFIur``@#jZ<4O++3px#i7O<2epkoDO>;@}$UkZJh( z`>h^&t*xh)F6*uC_*vFlemcE#fabOYYTJXs`VQ*1)Fh)O5bJscLkBRPI$#JfsyX$- zY4UObs6lob^yO42CR%#voL#K#J$-Zyb@%o-f6ZqN)EN$FQIj=z z5u}&$K(YA;bb+iTTazo#lnmAHHOYyN&~K0ruH=TEV5>pzk7JDrwcFXN9y)rem(GO_ zAb?ugH4*B%Gt_vu0yO}-j4D+_G`5^U$FRQbYGS>c3Uw6}iobdDnvHcS^+uy>A)5Uy zlv(Sc{v1TDRI7*jFUE%=p>;it4WEM+;w1hV&mKkud3Xs%SPDnmmEFywgdM2nw*5)RXc^?%h55! zMrd4D_4C(BenI-vU}#7OQ2Rx(E+wzjXI*d@$wzLo=cROsp}KG@ba!F=-UoV=`yP5O z)kDj4_tHoGee~ufKb`X?KsQVa(nVRJknuBUo5M!U$vXSUzEB;T5UQc%zoOXtEY_ya ziJMPWPkpLOR~P5t@{VC>9V)ZJ>;u{+6L-%)@NgKglbD_#j4aZZ5!d|%wa=Matw2r&I?;+K3C!k z>ALb=XY8Nf%U^7*KR0Wy*X=Z1@4M=xb{^U=otL(Sl5Bi{uUer?$lnQnrWSW*P7amC zwv;-o6K&IGQS9L?F}eq@+xTpu?b98J%j`SYY4IwO6S7Xk7H9Drv9uho)27jXzRN!v z`y4`_h_~ff1AqMkUHY=eM16U!4l$YbUK_{}v~eVeT9a|iq2Kk|P~$Zx&otp)Rk^P# z@v0iOS)JO1*c)?@niI)|r0mD`@P!OJ=p#8Rb|wBX4_d7W)UEh^Aoo7i##4(|@z&QK zzM5sAzm7Z{sFubdy0Q;7I(6N${j5c>!;REQP47W>!Fr-A_0g17tZfw=W&J+_yO_ax zxP%A!hrJ~8?Iz^4aL&$0&Ui%mL@gg)^K zbZ4wneTo?MF!Zxyp*(z$mH4oSeS`e$EfkT)CP(f&bt znws+hx_-#I&ra#lyF?EiPM-@`An%rA9bbn1RBZVxdT>UnG&ZW!wouK)I;>E7^!15Y z&RlaE&h>+a)L*wP4A8Yd2k8XjL_gNR6KWVW4BC!S zmDmeIU+X=nrCpgT_OvXE*(aN6)Ynfuw79>gK7R(C$yXm;`yQ%C=#9Lbf;8?p6r>A{ zIh4=4Xf6H7mY|jcj#bj=o_J)R0F{2B^=XKrOU0L@V@U?9W+? z^7|$J*Dw>c3pSUJ&)>1TLaa?YQcIcG+nep?p<^m~>g5C|fq(JS(Y{bp`vhn!f2eZX z1!;JVVC{r2Ri6QM6fv$9wtbL&SEpVEz30q6?gMBYS?^3>U+I1`sHL!xEJeL^L~kG6 z2K~$v_Tf610(E3;kY?S_z9=-Xx9_qqOzs_XllA{@D3IB2S<0U9`OhI*=wZm8^i$tE zMgNhmRVDy4{{uA4|E!bs%gQpq3S5CuxFC**1M>IKnzHdu)_V2q*M!@ET_A!u*xy_G zo^i7FTx9>v#^-SRcZeVk_V?EEN1d##BTMu9Ek4_jaQpX&AP)BTR&%nG^?|RwjWGH# z00}_c5JCR)eil!4vS#b~_kAgT#L1fJn7uFm{XI6vI$0}L{_(!v+vj90KF!{j`Hb<$ z#@+R#lXd;5AMevD^mnO`y`6CS^yB?HWOA}@xNjfhkBzTBHk-QQ&v~U^`;fHh-_-~w z>(v|f{-sTO{uU?eyEkdqUL<~(wQ<_b$IcWdtCu0|+H0ENWX;zk?b=((iA^Umrd@l- z@r#tP_V!$`8Arqcxkb#eA>sDeg9zeae{cP~oBQ`qyZP&CcCv1Kl6LK#Bu)#-=}!uW~~SIHvZXI_M+nv=k3@1`*9!L>ST>-WdHAc z^c05t_x*iw%*op4q`fUS+WBXFK825re__9NAJ>K>Ki;3a*zPaG|1&*&MrUU)+W-6C zkN?hLCu^=F_BKw@e;bl^V>v^eFlVa0Z3o)Dg^${ha3l;7#KHdF>KN%{osiXT$N&5P z#*?Eyy|uTOc71$@zSsPzZ=sK_hzsI~{O^5fi0<#5w)bT|{|!S1AOVOQB8V&Ef;b`$ z$SuZdL&A|TL=Xr2du#XsCu@c!_O|}{wg0z9{pZ(S$9|vuX}|y4C*v+BYt3MLpKSDf z9}-}i4aV=30me$Bu3{ryfS>o$M;Z$exDd7F;govdN4?AQHg zeF)s>WX)2@{(m>_^Uv-zX0wy^c18QO|9-5s*Em@ZJTAq5|8=a1bDgX$huMD%V;%)@ zK*Fr8=Qvqg^!lH#>A`Q!djI(w{hp76Ap?*Am}{& zeDGc;>+;d|w%za{L0l0R#1U~oZV@kRNVq+2Ac8p9-&;%C>!E@6Ys2{803-nU=j}x7 zV7<`I-cC5z&qsc&y>`^OA$QWQy%n?GrlxF-{w@4@sMGJF`aE zYD>Fu2eXbV^w&C$KK}UFd$G>!=$&>kt*6z=+U85zjkgZtJygKnzW~PTh6v({xFC** z19A)7w;|znA3y|gu)nuvAqO;=U*<1rl$n-fsl?;>-#DrC&5Z;(R6SlIH$_WDAV{xy zl-~|Ze%=DuTtiOrtp`jFD8-duc^tnbbSRyH5c}|$K97aZ&t{XS-=S%E&g0=XfLfg9 z@o^qqZ*2jJ0<_>K9z*ZG2Z{n99Q#{Ap#j`2BtNHQ0y}L5lp*_1z@4BsiGHbO$&eC24}rGTC;+qwN|d{|%~I@|Sq`2y%SfONO|zJ#(;Ac1 z?Qi15=M>oiZ2Tu63@z#;$~3=taSo1^1rLB?4vvyd3xMI|j+8qGfWoha>S8p|_?CY` zk>3K1sCbO=0x!9_ov|%UmZ3Kj#CJrjTnB>XS~6OkK0wdGso&2nK;n7Se`R+b^>2Wb zw8=Ac@%1V2z(gLI-;1t*N1PgMkzPPGt^jYX&Li(D+eFCQP7z`p87>srJI zoi$i#k~6hT@)bIhPlYYg?}AxYlmhm#H$sND1ZvwPLS|Xxq*P~4c0k(h0cE7XOr=voZ#COXht*W z5wNv3Ux1?k{TK$+;LByJjJ?Qs&jM380c0x%_!st*0<EdmQBMDMg9f7B2Vfbmfz8~f zzvqCpaZit!6gduU#br*r?lC@5Vm#xeYwcL+2R!EYN>S2ga-?`wj+DSxP-~#~r#+yP zaIr}^ZG5sp`N25zqM!NLYvaTe>GuUlQ(+*MR})1zF}KvfIMI7Cl0R>>Yzu;x;s}tt zFq>Q&fIxL{0=UVV$LKi$82)egF}7b2U%dcSW%797nw<6>UyhT9p{S^6gf?UnKDi}Y zZpLzoFVHw|Y@lcXn>2nvyr2z_^^B`7{tnEk4!&LPp;>%tBubC&2{QCVoLs0AE0a6N z$Olfl9eX88>gJF9)7Reg#r~=RKL*lxZ;KfUBr}vbCV3NJl3UG9vXWE0R|KX?_DrdA zvT=$m-Bab(0R5|z3Z%)*n27GRvFIjt zF%;iSZ%Y=((#g_+(|8M=iX$OHvae%|*s4T}0sS-sT9uV?OukE8!mpx$ zr$4WTPv0?#+cA?2*kF2Rm`PI(BdcxTx_iCo<#D z&6)R==&DsbP(5TS;zP`Q83ok{wmWKlilkOck@<6>GHH+`CHxa)Rb_NPJX%tqk(pbF zm~{yXC&t)~_Qv5a&v?C#zg%F93Cv*%_E2OSbRFR-lH3>g_X}vSfTf@0#P;fopuk#- zuAmiJUBf1GPZIOcOL^cxS=MqLk{)=F_eNk-w6T-+zU%{@1+1t5_iYAztR-W(jr|24 zV&3@u;BP51yJ3oKtqp{JN1_DT;^ottSXp`?S_%w}l01=6m;lX;SPGP~9kfPHHo1t+ zoQ(xehL7*q1q=;2LO=YYl4X%2aQu>qato-~K~9*T1tm}3PciZ&LyU|s6)j275AA*i zRR^{|33%S*s=)eJnWZL_9lz{1N&gupc{so%7pFlhGb~=J+TtW@@i=++8rvHkEq8$N z?uHsAnKpt`fh-aS^9B=h{eTdThW=)RNlpS)YT^t$G$>Iz1}8}Nd2zBUC0b^$h?E@T zY_k3dr?<}mUi!=;o)ay=bb)@8yS}BEWPCG|gjX=h(TXOSejB(WdP_%4+YV&0?QyO- z06deio~Qqx(Cd&6%wJ~W)dNmnzY1l+C7@2w3pG1xkrsWRDS+PLIdOd>x%1&0Ah0Ks zWj6F*br&TfE2s7r*CT_W#Uxeub+X6aj$&bBj*K0BA$wuelmn>^k6^)5%NpyElEE z+21O&`v8?jS};fX`ObAL^&Y>se4H!=pwshD2MroDI;Hl+OK2OY)`rK*n`_bX1~~an za%w33+!qW5MO~;yeg^_hoz@*&*$&m!il_*=ZQ^x=RYnX!KYh7JFRRo;!gybY`vr5q zvGg~*OB@tk(Bt{X$iocONIzi2^B2zB~0`<=i+_N41TD#CJeFj5&LJd})dCCWbeGE4K zGceGFYL-dGu}NZmSzgORd$e?!S^P#(gZ42?t-fY)>1~!1oy^k8#VqxKCdT4V8#(2D zL*FDR_%1;n{t+*|H^oWF*cb_mijsu)k@9rCP0B8{h|DufU~aQ~j5SHze5hThv&MBZ zNqJ9`6b>>;&MJ(pA@^uYAMv>gzGms~VV3E8lI7{WB>5Fe!zEW^<#Oj;^rQyQ z2fP!wb$VzWHbIfHiuXIQ(fv8eeLzt!7AC%zAU1G+U1pK;t1OZVM87aJ0*?DFay|m8 z!UT)-ApRuWBd)zf-%zmxYqA`wkR%n>BuF*l;Kgmx((xR1AbyatA78|We3-+>fvgjd z6Gr9~TdKf3ESpH2!^RR1k{4%EPvlLI+SFJZzu-g8P$gNZ^~gCH77_>N5+~>@^8rjLU|$v^Fg%T3T3;@+BTy3k)@Vlx=?J7fKa>W{X;M{cVa31s|AruR=awp;2c<|;YPs>#lcnlp=5KU@ zRC*R8%Z^6MBI@rh=q7&%*Ec6F)yH<~K#PIj7HYuyr4j4DU&%?d>C=>00Ub&k?0g^V ziaz*6<>uHT>jXhej~vaf~c}6(y5Tuy(l#^#^+1zPdWeYDsd)E9eoKlQYD)+2u{*0F~Ou=MfTl9msk}vW&f!DC>)}c7nd~ z8hNDDf>s$9DFWp| zN&4f~kXrjeygY+OW|%MjQPU>9;-N!Yj;_c@Eyzu6`$5NmkH+EW^Re}YUf4FaK7#j8 z$ull?Tg1i&&W4r;`|3oVdV`!p4>|i<-Q=XU+?a8+01CPFiH#7K?P}KK)sDJY5N8*7+pq z7nvxtF2#!+iIwF+P{%+CyZA+<6r+Yoq~34&h1__9xjoHXr=W|NziJA9Y^&5bV!(rB zx#J5}XL@J~%n34JdAvLv8z(dN$I8*b7&%EjzorCh2lhTP68k%SC&$!+s)+ay<7<+J z=}a<*xxV*%ggm1r+&(ZFny)13e>y?x?u?hKhpFdJ#mYDK2Tn(@uMrX{jvrXpH?qkx zVo6)#PGMyaql{U0)i+6L^7>8ex*TKgQ3PrzVqJWB=!t4TVS%mI=}dg`V+^@cWc<@4 z$+_RQRac>r6BK1V@t&GJ-9)0J&%rv>ofY$A-V?K2x?*)7!^}xa_b>R4nUD8+q#(b9)e~ zhkdkFpIp&^`l%t~M8A{K+vt|;Q*~tT!;?Cj{uLuXDUX?RrYSWVe6kiTEvvXzMYl2$^z9Ca)DSrs0?=A6N;Rc(2dlCh9pCZ-4Q$F z+V4rkjU#3$3N?zyH1-#vv#T@GET@c6E3+@R{5k9Q<0i>-m38xF^mc(9f08v5e(@gr z-h^Hsxur;VYQ;GEeavsSA+R z%+);RtRuFyvsbDFRfFpFW{PBJlp+-_B+JR{$#S4~qNIBgCoZf#T#0*EZnGZPiH~BN zv&Rtk2N83KKO_26Ck>%)=esJCS*y<^U$H-uw?nGLQyX1|8s!A}WbCsfIXy5zb`c8_ zdO^YVEmE$Hw8^m#tlP1VOWUB=qEE+=>-2HeW_$|ygT6N9y94!YQf?U3R+pf*V$Y)l zIX^VeB(=7XV_5U`oX7flYqI>_BuQ58gZ7BEy_ ztt)%2BiXy#TZ}as`(azU;ctG>NL6CK*|VJqJ=KUYNiszeCGX65sd*(} zc;m;|O6FAPtFh}zTkxk<>@P2b!mKyzB4_e8ar7(pSSL6|#<5oEI3-E44T+cBZ)2ok z`6$WSz$TFvV)k0QZ~aAA)1K>l7UD+gao=QYH}!rIN`K0)6D9HSzNEZ%~n{({k3djn+zwSwuJ;9k zup=+`;nDTMJRTnz3d9HMfu+8jlv%~7ZXY}A#MK@;e}lJvo(nZf22TDQ9Rwr;%8JFD zcncJM>jPjsb%2Ps0umGev|&1r*&pXIdms)+fkM^(8milYx;8uOsRtF>m^ne}{~}l~ z0Li*r!Ki(n0bg#%3CqBUa_tS(Ix#>o&jI(oAFAVd?0)!9z;GF7pQ3h1Gmoq1H)<58 zBKrZ2TiME>fo*`q-450-xq;t5hYDhdQJX_Maw!Y2+_FI3fR;oBLG`i(DuqSRSa6>_ z1w(Yex)9yXBky~!7_IG!1G?V}fY5PP&gBGn}(8GMc;FdwB1JC~g#D5^) zO+seu_SeaC1GP8fG1m>&V$Xv$tI?n}pnaGNb;yKPM&16=pgPB(t$^@dSA%A$`4>&f zmH=SKvyAEyZPaBcyuXGHz5-tY#^erl$o3Il+Hs?|)*9=p%iH;L>UE$t24>oR0kHWP zAa1*j`n)J`a>jLGc&L`^9jfub+42AvO6MJ_w>xrjHBgN~$SYtOF~~dKcPxwT0pI8f z^zL&H=64h@+-txOfNB&1)-tvb&`NBg1$MX*d-8Jx!ijB-1yVAz6wn~%Ec1DTwgZB( z4Y*Ei>?>kmsJ5n^qcec@Fn_m?(VwHx(L@Gl%Wr{t@<6aU{vM+3wiq<7CUC8AC~JWG zHC}4eRCIM22-uXuM*RS!AoaIpu(wS3LN%mOjV?Olvb&Z65>q+?P<>`#enkWI4OAwH zk3w|eRH$02b2>OSpA?F{jseoYIaK%2pXi4`lb|0cLp!grfAdohJvIE;_9=Y6B=I7635}*zK*w zi}>oDrP$x@K<%|HNcRF8o%|tKcV)nafjoKvo%F?5PL?w2(apd`JvgzrzCm|Z#ilC) z>ETr5Ygszz6 z_6{@CU7(G`wLN^->k9n_vh)DxPD%f++Uk9G&AHiA ztG4%1<266c14L*2GEN7+2=&H}P+d(M&w%RWXPlvrLe(Gn_7X@B_E3=6wVAm36Jxao zbXE5u-E_zncb%8cTU*`o*D=mOmZ}+a+$v6KpB$=}@ux9dcNL#ngI?yKpW?iKOgpjY z>_|!b40&*3<;Rt z9zfvsog~K94Al`sLv_NIzwGWC{XRm>jbWZf(TDNet6G?cmU8pd)0{FtZoZ!`AcnWd z5~xQr2LW*lR(TezZ#ReN_If}j=Nq*80jQu38??kK;*5dQk+GTGP(fX1UPk5e)s;K^ zw9-+3O;`;i4_cVl&_}f5_pO% z3oA`uLcr9p1hC&`h|%=dyf#4l0vlLlRu>83%S)0kZI0f^uY zqb>pdFVW29BX@nC$x9Cm0jk%>UwgX-=`|N<7rsO1R2;g3UBpOo(sAr;Hu-ftdd`l$ z9lHc1Edj_KK9cVMv^a}BG=C0H-TfQzysJLiY_^|%eeJI=>jmnmVL_VZPOuL86rxGz z$P?9|2Ehl)B^k6aR1!x!qxa$l-9n5_fgUB-bx!^c^wc?by!0mU|J&dFwCj-o_3s{} zuO>p9L5`kQ3dkd|C({({Z4T5H!+`%*4b=?Gutg_y_s*bW9~<;4@n}5#ZpdpCKGOa& zR4M3X>M>&HGJJ$sbJLgaH@NA`;BHzZ+(Spb_tYKzq343);BA9Ioi-R~DKUOGeh^45 zxon3mHtqp62k%<|2}kbmey#M-($qV{fEa#o57hJ_!BEqLs2@R-1YT`>2FGq<>Q*fdvCQ zEkf<^fZzBu1*X^nxGViE%6rEqsO82LjaAJ{ED}bNY3Ze%a|;p7NQ6K3AsCP3UtGz8lAPN%Yx9 zELj0u@IxPW?Q_Rn`wjEd&y~IPA~Z`)`}u3r839_ePLTR^H|U8mxM7> z`qPd;jgK~H3T;Q_;oofr4JTjMU1HFtQ-NpaBDd|P4Ro*s z2;)AWkY>j4khW9tu_46cpUH)OH=(>af*)_DUj;(7ChZQuZ_eNwcAs3(gPdKQn)Epo zU+AV2I)AQEJ}?LQibD&5eb%O}>C|kEvy)?>8Y*|tUH!{=YEfY2x6b>$ba?Fi{THB%Hme3q1v*Imo8fiHHxF3dJGBFvAckckHW8s$IS*nOEDAJ=6vWo7KG`INMiOZsDGwF zwKEpFjuE^LCbnOO+5tImf#041Mx90+Ph<|v)J+F~`ECKy8^!x2P;mHqXvM?8Oo6}V za`4l}{R4E>6yon!^4cb7mRGc^wEbCeRTvm>DJ3Y z%?RbiA>#cV{PbhjFztd4o{eU0HJ)5NhPBc#Xcp0loucwL)?$Ou)n_Ad<0x}@ko)d| zUSS(?W*t;8%vUyOE~;WX!S&s=xnECpD&eVjDnpI(#akyHg4)J2NZ(ct(Y@4v^NB@| zvFW+=abFm=zVseM*+K4GD~PqsT;kbG^hw*3hCm@eKkRfh`H0WIcmw@=6MVBYS^p7OQX@+VByPLEV z*!nL}a6pUV1SN+vlpL=e!}T3hCgJtMb#>Kn{Z=AeJ)oJWk{c=ts3#^uJ>dxT#9Ds$ zB4@Z>gqGsUJE#usGiT?~XG)k(;P)H(zAV=i&l;{xzGCmMS-U=9-N0|2!~>N^ml>Gn z_QP2FGLLHylOGbGYfGli;rlKo`neAq*noX4AdfT0*O{NnW4!d;H}YLBf303RK*K); zXrWwCcGQHbkKDNqq|--Q1krarOP|` z=qD%O>`VN$PliCf-~{amYmGEw(4ku7#9$}^`a#3gEL7(LFE{@bqM?&n19m08HZ|z0 z3La{CCKQ}Jw%NXfn9Gc36(=n=!S-3Tg>GN#*t@gnC6;59>Qh| z3<4s~+}~jCA5{<6DP_=qp>VyEIb1uv#Ha5NAGZ4F_Hw}B?+56IGeLTXd^vEvL7R08 z(d(=U=5%6xUI$tc=n?W)g+gFHwG@<*t7}5>GTvSHWbja*$DZ1EnUALR@Y8xd{56Aj zfOZ_mnsHK)_J(@Em-^!K6>>_FLAM$W`r|6r&A|qpQ`MkDouL29ZqUBe;Ju&`DHR>6 zw${|7^PuZFM8BD@{@B$oam4*&#O>WsBCR85F2j$QyXML5HP*c|F|LQUnB<`&DtKup z{L;Oezs^bw(mg=&cPwE~!hssC3Y1FN^KCb1C3-;3fv@EEq)lEcqsNBb&}C;J^5w(T z6+L~$zH+?{)B8`!t=QaNsCu$ucP`j)-VA?zmkYbgd=?v}pG%MMyOZ8}9oYNDhkiN{ zim}KqAzEz`loQ8TPm%A6v0glpOub{IcA|E6#&bA#S0|&cnJs|YM zejqnke05)!03CESP!F~a{*yMaGPUEu5!CUUSv%0~TG}eT4@xa+g>~e*y{yT7SQ{3j zmWpRxH0zS5Hn(}}^5woN75z15odD|YK&>>7T94X!6110nu0eUQo%wA6#QzNN{J!M0 zD$qyfXHA#cpz{y7Yo+>7qg?dVU#KrTO@i|0wx6zt#;wZaKn>~^ti`q%G-oMl+vE`4 zNgwylVNU^@&cu9wXu>+P1nXet`@%`$R4TEJdF>kmoec3W^DbyS$WwzCLE}}}LvOtE zQh(^k3{ZJAEpE^P*x=F2tZzy{5khRb%sic8-i{HwLYc!^%wGrQuLhqt=|mjpKpc42 zMza;`pcx9e>CZ9Uv;gbG{uMn{LcFv$YyA^30on$e+=(uWkozJlurJn(ItlymqP>N* zKiwUhq1_Md=_7I9i+k5%jdPQjxF{SuB5ru#d-su6_}v2jeuqDH>r35d;BP--^F3#R<6Od^J`OX$-J^;!+#<93dnBF9pEx|?|mD-ayd=jy*FMN@%$aCUq zI8tQ?buPK0?`CMB))9+W;u8z;ms!xHj3+M8ho6c4g@Zk`PXRA2qdr>UH$Q!nB~ULz z5mAF$Zg@Ll&pPTP?6J@p_At_j|J3C@X0fN{L~X`C!v%lpSk_gqCc5jUc^-Q9o0qnG zd&t1Ll{{u(|L!ifomK*x#U|98*r?k9!=HPN=gF-* z(8&~6Xsuk(BekZL{yVT26jg||C~)sE?jp z3ax7^gFfmXqRU1>#X${t`Uh-?JZGmkoKTM(T%TN52VJB4!#~qrRcd+S$Zt8?YRZWY zx_fPBJu$4iI+@+ID-<4I1K5kb>Z4N}0`y)4;~mZZ<6Fj58cLD|P}VWG8C#S4TS2AS z4152DxyK%+(YBHM_HWcdGmhz`X@$FK^T$2)dR-6pJfYdLQzSthduDr}8nT7x_tVNzfx3XBirA0CBj zl`Q1`+{9}nJ}0>^8#FN)@uAO95V8K~_Xjky*wxSF1GEeIcic*Ymgas%UU6Uc$IfGG zrQWmtFD$o1wIFr57cuqAF7`ABx$D~M9y)5HmtOSq)gLT=+G3x-{(dt+^*t1c z&x3RxIsYX2(lr*k?IQ;5#63o{E~rQT4rI^C%HG9W_Qo#xx$9)ByRInfsV%RPBij3F z)-*qTnI};DL``qa|F0n4PBcKH$UX@BQ(w!lf0h}##TUVvdOKMEBQ;8? z(az?)mudnl`1?=-o59)K{b&0%QFdqnB8Y?iz1e4^v-weq{W}YPN7+9^1aYvxH-GEm zZ2qvg2H)T0ZwnG-{~Qs-!T#PnY_PL=&vJVk5kMLSApVFOBFNwGr*j`?^FIH7-8v=+AkjU%Qd?>EFAq&gR3b?fpxi_O5$7n_u2fzxGxH zJDabUNx%89GQU~Vaeim^cQ(6?Nx%LbK!02BrJw%R3~@GR-(c^b3pV43I3PEPITj?! z9(xc$9PIDSkqw;9+Wn`yd(W|(aR6p`($q~f;k<4_#cwYPO z(yx!L(YL&`>suJRE8>DUBLBHB>xc=3{)`Ec{5Ap^fcPVBh#;OPZs1~`)SHU-O|?{3%;*kzcg|-Ke=V^ zmn-9PK^zeWG}y2EdwpnHiTKsU z{`-GE7aO^@T6g=k|9z}k3Ok!CTkLxN*Rj6+{DXPNgKB&i!5j(VfJB%#zu{509rn-v z^_nT~e=wJg`|~^W6NyA10}y}YpO2*l^=7$J_Sj(I`rSwr^8M`^$%#)k*lqA6?WJ$q zHvHbRvAt~<+IB=7kelevg8Zw_tfQRGS`-=UD ziv!a)-si7JA1!~+=9BU}o16dor_D1j-)~FX{hiG|S<+A6sjP{D{#+A%f8RXnIGYpp z+VztDcK)@gv-x=;yPdnCM?qYXzi0D{u&KQ(?EQ-1ngNJE^3U5TLR?MsPe0r2$ogpT zW&4<-=uaf_ef?`eE-w4h-ro1Om92%dxpoD6TPNw41=)?HPd`o6oX`5E-?-aR`+3($ zKcBF&F3j8`{o3>Qa5iVOrQdjW(!YV-?fvs-PTUYdToD(<5ph8NeGd3_1oc5&&A+Ho zMjfz8bQYUrIF&5NO~7A(j?Z5lBUylv9OF^@@jy*X?a0B+fhZyqfl;*T$YbR0JOXY2 zS}}mfz()WZ$^d-mgIVMekBI{<2m(@&mH=$u%H!uehQ2ZynD9|fR_1Z`iQb&tT-GFB z`Aza6E2n!yhf?P@@VfoL6$Tk)8!&}?KLB&cVHC&h@iMe-oJ0Z}@;akYa;=UQ&*9PXD{#^_cTy$hy-n`qu}P(G$x^2*lnlG#<@AME zxmqbkGIg=az{eJeSZR@Rk-$kOTBJ~bMV^FAafk;dP_Llq@Xippv3C8_tKajpI zCTSIHl)k{_e*{`EfXCP8*Nv4Y)njD#RHzQhTV>^a?!On9=|WBt1qu@jj37VIn+5NI zO9F{m3B+I!5Q9&^_Xh+0bO1W@Hrym*iv#iHMAtXnjItc~uCX9G=?shw{Wj)t`xdpL zWgaK)E^QwzUckj0Kp`=HT%7E(@L2tr7>OSWJqB=|?oL2bPno1cJ5JqwVwBrQj4}ae zN)|ub>tvL(^?~-eSY_=i`gYACehJWGtgy(MLcp1T-W=GOBF8voxL(^Nu_h$QSK!hK z_2OhZFt3L;t33Z^ky3Lw!P(6sr+_G=iABZ$qxSs?7=IElP#{ajOHeFa1a<>7<<%MJ zLx4flhyi+r4Yfu8$AMluEN0Fcb6Pdj3Zb8X0R4__F>mq|hzRo2Lm)rc;Z)k3g#F!d ziIF#>tgCteSr<0;H3v)h5h zLya;A7|xs{z>}si1|Y~k%%QK*CW(L!p+Kz^xdePDPtJH?&YTAO80wsQoDQF4k%Ugm8w1`JWi|qV@o{@#XQ+)pbmSjzppMOl1Yz=MlYn~MGE}tX?fwa9D5-S3X zI-IteKeNaUAYOBSwa9t&H;u7hyo-Ngt3?k1ZNXN@BQFzxgh0IqQ zh3X?bPL{_*tHTNGflHy3!G^A(1E)3?IZeNEJ_lBH3OX6|Rs1k;D%wg)w8`noP$vOZ z32v4wV-|99bfE-!Q!rjmI>m|!y{w#U0rF&#>ezehW9WP-P<#*Cz?Rme0QUnPI37r9 zzn00Iw4NkR_YoHWZ8BRTNNZ{L8JokqX- zpg9)b!4|66&^7wXi!Bv90Q7SY;{;B4vKptOPvm4}W1^IdNRVd-;>G!1oOnWk@nfu2 zvH^AJ4zw{WpGkiG3|$KpDK{<9ZvdSi23+Xq7@+Y(jpFeY_*b4(X|%;AJ#(hWsDMOS z4<*E|Mlte&c?`1#&a=B+$!q%pZ2Y>;iC~b*VC>M5+w0 zYm-$#@qW&kBz3=W>T__c)CWdAznVqf+-LrYwYeBqdD>lQkGsGed*LtRu!#*o;=F

    FiV$H~grSTTN%k(Tvh#FLm*17GM<3}`RV=#$r=ESN&9A{KrGwmrKs&^#!4 zGFM8J%RUJ*`bNC0T^uJHE5?fDvsD^-Tjh+^A`J!;!(D);V=Ezfi6u9U(iJ)ak4l_6 z4h_U>$7J#5^yih(v#iIDdcMYIa^r)Gfy8$~*Te$bK$FY|9(v1Wlrca8heGjj@*#WW!z&A0)@XpJLQ=Fi%_Cip+Pxl64O@V`XFH0Da|w@`MSh3Y0DMRowc>iRK3)*Ox#-&34qpWQ01#McDosv`5>c`dPZ zB{_uo+`Jz9+J>zWuea=is$d6k^{P!?0t+sd8Jh)q7119`8%}560+g;2bYQj5;iJQ? z0$d^E7GpCRO_ONtJ6rV{_KB$+L5b(z;55%pMdYetj+S z^#d?e{A(KVt>RW-sY`)7{$`ejv(N+5k@uAr&^9@!+g<2)fO`9vkCD|gtg?^X?EBOr zOU%I8ms_9~v50kqMaGhYp00q-!`&>?A6cX{etmKRJ~#qs?+~-(8$^ykG7f_#WHj+` zGSn{ffY31yl{S#4u!HIN)C6o{JpQ#4+mFH?Mi{K(Y^U$rrVvk|{V=w$$(W>M zskkvoA_Ehpqho>;>l7~yU7?;^ZIQyXJF6WKQ=r=kQ2Q(d4*sDnlv31a_xnc6kik%x z0N0zteQbT`UvFX;(vrWAasSTTcLJ}o_`7+71gU#8UdltStf6LVP~0e4D^M4<0ESB2o(u4Q2WqN~(XwEBv@~29Eo1hz|%mv4xJ%Q$`BYL&NlunXeV zjDzG8>Z_fVq1no5ltK8@ZKP#Z{Jan}Pe4(>ko$gfHOgB2t-x#ga2e?NcAFFi_L|r( zSuRAz{|TS2_X*f7e)XmR5M6Y?0qAo5&(JGnqCUvOycWjB%3$+VsdH)qja`E-kXca8 z)Y!)F_wsw<*svrhCN7|}$M_^|T;%#s-0xa>oAi5{EOP>qfJi4u(<3p^=U61qH7G`~ z>73ZfaO@^uFJdV3+F~%2AY-w+8Tj{H{0uvMy*)+Z{DJFEOq4?pW8@?>X6>jwns38K z@r^4piHrRH!Yt}ru4&FSjfh>B)=-yYS3bnAhE3As_+|18`O(2(lgvX?q|Mhvc|I{# zN?x?c!V(rKex2NC!dG@c+r>4XXk+Ojd<8$BgfHBfME@oNRmNX)wn~*yYMskBlg0T? zg2ZP5cAeKMRiIeO_nK=M-vV-7ij~~A|1XM@*7#4Jg=Pt)&-0Ks$cFaNN^~M8_GH}? zfF7{nP;@fqSD?n+e<%617XG@gwN0EA+D7Qu9#kVY6^WDcz^lts1JvjD^_as?Lf$1l zZuy0Kw`3jB6}T;J)=*yBL!~o% zQxitpRnYi(zDSfJA7jNGddRU~sYTIqNgw*yoO?H-)^120Ks(o!{KUP#wI#lE zq?T|)Z&0F?ASd4b*(hPG)wW}|uBDAqlyTJ}zARwOPlKUa2|}-7W;r~Fu}nZG=wQPF z`neJsh*i)Mt%H6M82#Cu(C(1yvXJwBhvwniHEOH}{H8J#Bz5pzH36SCL5~52#0aE5 z-?xS4$R7$Hp!91-0?CK2BX=*8yzfW6;j^-1pkA2*RRghN-67~BSkr8R_9Th#B8EZ3 zIS%TI>A7|-`^cY)x)G)dE} z=%@to5gqO50+oax@e}I69=j98rA&hOHjS6uPvhj<_E`CiwNEAJEXN(QN}ZO_Y$dbq zRMrpJa$nkgOr4P*T9de<==CA>V=J4OvBRbZ>4colJBB9w3=SYr}{^7+%=b?BL(Hk|PwQBFq0NbhkLIU0xm zGfzF6@>&raDT$4iV%~TkUW?q)1Rr6}k6}lP7~izICMnqlY7}pi^c_WvSd0$0LQP{% z6w{yt`H~nbxeCNcHR_J0iUBtJ(d$lx#W(#s=Wk}Af@(Q2_$zI%)~H?+!O8+j1D|Iz_!n-fO42<<`t zU!W%}&-&lRC^=Y<_d5XHBffqUAK3bkd4g_a1@mgBY^ag)*Zi8EnPfGzHjQ!s$InOn z9hoLhwbSJ0oK(4i?tdY#oqU}vem;qk!kA27fbUb|l_ZDyM6zxegFj=>WALk1#JC%w z=qm)D zSxLM~b&q&J9LSdw3V@F$8TkeqruGs1>iI41047p~O2g$4r;#mtJ z1!K6^KIWWw`-a$V*=iSlrWJ|PsDGvPz_FB3u`scoz>zHL- zYd-UVHiCKh%-VOx;S_N$k}M5Z$IGQIG2+Pn&YL%^iH@1&)+%B?b9rnQ_CK2#{u}iT z@$VWE#^-kGtkrzJa8;W0!9LElO%uQ8sdB#ahsjejYK&))lN*u)~mfCK<|Jh!&(K_cB7IXcRYU zs`um2jOtfrot1~p}Y z9?^1$n$TJ@T2@fEIjuCxk+G~<0$58mGs=GYc9Q}AzIGgWgUx6m*Dl= z4X8)XLfMASqtIgr)F^vj6CK4`r-nXAenuKWjWRVnO{P~#la&`!C9WEE48H4dB1MK;l4KA2H6O27r6KE! zk*rzPZl-p?PR~y;OTW>~F?KX#Ed85ItmE@X`0Uh`P=gFglfv!O3$_lL1%2kd3{0oH|#VL7ie z8jxS-7-cH;=|-qF)>)3p`S!=;-qT~UA1dZ^t85}AQlP&~f<7@(jEfRv8#QTmsKG8z ziIE!XtWphX-(hhU@#fwp_8ZEVVSSR5__2oiFgN$GLA7PI$%3)$oy<*~;O#&nVf#*{?7dB`MG-*ZkS{LSim6j|-st zgzEcKG;6#KiPC2pd3Qma_^}@y2;EtE>Z(Nxq4D+*0Qeh^XRiv?kxoFQc=WzHP?5<%G0p<_2A;`v~|BI^u2LOK1pVthK6}lhRNm02|H-B#1}!D{;N6H&ie~fSU1$eJS8aEMl~0$t~^ z|3TqAroTN{o8$ymm&{}Oc|&vnP@)_64Z4`e>T@jtCcMe>3(}3HgS9dckEYiRI^-3!FQ1`!NCVnL{|*cX z<`!sBLr*9lsz%Q=&q2-a+6?n?m&AQs4-^Jk{CirI(-iXq9_@ zD$@cq7#f2HCxB%=0CpV5Y0x#Hedz_XU@)*Q##Au~2uly3UG;&>mxnT>Brr)}D{;V> zmiz?t6S>6SWq`Gmf)-}g48|P+B;rh{-g^f$2U`kv1kMD+VF&Pr*_oi)!A@rIem$S} z0_qVkf|FPqKz)!9qE)j)8PNdvOz%)#J{B0nWZ(>QvB^cDdTSvtcNd^!#{$*67blW; zLa)G|b^z-eGA2a#1J`;M8lvaRhv-l~v*ig<&+Jft{N|<8Px@%1+JTyP5U2fa=alCG zA=>Y0h)$?Qn?BI|Ou!!2G0wx#0RW#^z-zMuK*#q2Y4hz0Y`>>A>gK6SMtZADCO=*C zF+f{Q2-XVRqmLy-*Ww!mO92;BpdIKg-zLTZHA?yWK#QLPn|cXE5}RGwqN{#7+*30H zV}1@b%KBn{+V4<+=A9U%dustP1j^>un$vzqK)EwKRGVVIlQ&>riO^$Q2OfuideTm< zSI`Ok?ygIUd+1`QQFiX})*df>bw>hpMNa}Wt$47;K#_3zWQeXQ$O+ADxwnDqIsz%l z!kq2_-qsg7m-gtWVTj({;-xFI`Dm9AKfMi%-n1xCyZQrvEEo(lFIX3q<3wK|9eNx} z3LE;HhdtvPOMMLbr5o@tH-lFGse`V})lnPW?5y=R^aR#Q{JP+!kGA`2eS^RD;3QtR z-wnFE8&DY&(D!@jnz00;o1cCMJ`dDoDlirg{Mv$lP66I>a+bTsHuBKzDQrf%>UNkX~pPtXd38BWx&n8BmpVP(rK#z7BNhm@hOM%?x^@F0d46MurdR zsamL~4jkpKMV@)7!!|$7`5{oJ42H(2M5x}}355P)s1^tQ^@+ZD+`-<_dF4y!`V_E7 z=AfaO@34&;ZryZN!=CyY3WAD1LD|yUPutl7^wPRutp^+_-(r4y4hR`AA3Hrt9AmRn zqkKe?80!YcnENd-CS+3iZW`RQyPlufQ`cSd)C0%;v`X!uKj}Yqn20^tKoy`pdC|us z;%aw%s6VgQzl5s8hfpnm{%X_y1Z=G#5Uhj5^6SKMYdK(G#QeF)BIL;Wt~#$s4?UQl z(~ZNuHQ}zW1}_ZIE1Xy#xzC^tp)aU#0lFY;ILlN{9N$O(&)^gE`4u+2oBK?s?;gb8 zlAJUjJH0_7sK)zbbLpH#-Zc2Q?M82Wi!ys zR!}qyZVBwTkwMq@^U*s$`RVXR{_6DvcxPy!Hhm5CQB9zh#HE5^A^O@o1n54em*0if zXa{*@Brq!CXm4+WdT;d9--~(c=#s!zU-)aK+QB+?8}Q@0A=(N^SJGnQ3h>ZFw?eet z-Vm)$ei(k)pvHmpjr(UU3C&bpPJ*w^3Ej1T(~>to0?}(hj!Xg87DbMn_BBK&%!BH~ z0yRoJr>`G`rfUKI*^anGy8$ah^ys({o!^gGYY5SrOMB`YYfrT{MAzTE_1q8s+G$sy z-rS8&mJo}HIVS9AH~QUljXa5+*{OHBog}YdW9zm6Pg?>#%4~GK!(9t-!u9lL&;u0q z(Ro1WHaGOw_z3~}=y;&!&|tmXl@q8xVf%$c)PbCH8MtA_nT*dL3I{Q01*m8q0mGUE zT|w?p4?PYnJFt|G4sGYBpYsOja$s^zpk_Kw?)}&l$`fMG(V3hKKLufo{h~uOu2_h^ zzkvT+ptsm>&@MNDn_UGOcpB=m80>Q!Id%pL-x|;mt`kNsd46VTfEBOI`-bB9n zOpTHXtgt2dCug289m2goWu{*G%ADYrp4j&e{C{LaXhDEbPOn2fMZXqf7x#ftcHB=~ zHHGRza-Pt)tUw~oEukeq%uTTwptUc6O3uWl2GQ>vTzhbpw{AJ@t3Dxtx`cV@RGqn| z9$EVaU&{~W1bNhz+$@DFS^*ZhoxY!@&zH%iHolAIySUG^ z0Zgzm@u4s_G-s;2PRava94EUMNC9?#*;i-n_tyspfC>YT&sQ8s^Scl&*9@u*a;sZ^ zAhVBwP!aSdU)nkf&paHFmma&$DqTo*Va8lbUC%zOkztk zv27r^t-FnQ_8a;CXKd~mw&N9|IbEq~Ttf6dbVlz>0nNqE`p+U>|3bdVjUPh$R^`_a zRo@WpLfp%Mzivg38PVH1`Z%>Elql3Tr+SB|Z@mx=T;#6S)9%_xJhl4-Z*{HctG(O$ z>yoTNy0BHSJ^`wDY?DDJJcLf@5qa+nH7POY(FB7EwbndxiC;15tvq}NL^-MjFlK7W zR_lqw^l2BdVl&hzy&{?ORA7?(p)V?fZEgh`ie2~*rH?bAcK8i=^si9i@V@6H>iN-7 zmkfl8qF0#KHG~001{#Y@ItgSu73gmQRE1`2_8@dGTcOWc0jzp1wf}T%r;mrec;~54 znv;u~`|0^h0s63qK}U4Oj*nCSV&6Hj*OA1udf4O-*yJ~2TORb~hpvM0i3!-@kw9;4 z^W0l25YO$@RADVbH2_;X*ACkb2JXvvJJZK~{qYU@c`N8II>uaGpc`pVE!`Tso!wb~ zv~|}sXK2HKz81XTtwoEbU9ItH4u6HIPu`HA7f_@dyj`wB!afbpacHC)SG?>K!f7NSbCxd=IO*q5pCC4eg|&@3pJ2otaPyFgJzy{j&SaX$xPi*56-ut`5+>z^PXU z1nFwljD4sN#{%tdz#7Ys`Xcm_K|98?PTOqICS%B@?!cMbLg8@EU9*qz&?D|%T6vU@ zb`0>-Qm_5BOv^yMGA>x1h%doqf$@71Tgjgz!l2+R1T7x*%g#g4@3Ho?Q%^l<0-eZa z58YG5OZW7neyZ)GlUn=h<>BOSa>bI8w{nb^FTdcH|h)`Ck}pSyTy8Z<#&j6OPkH&AaV)JiT0P>0LZ-ayA~ ztQ$>34eCO>Q^65nUerlzB=8cuzexdjw<4S|7^Te4@P&c%Og`|@x>me2NVz2+feglc~303htFOQgDxvv zk3xxJr|Zf8jXe8-{P7ezyvx{NJbNJr@PTc_$y9G0=?|6M&;I(}D_F-crU~<*B#VVI zDT#W6x@|Wx-Xj7EPxP9X`se;ts7ldq2i99Z_j1>?n(i7_%2UrZ^411r{d68RQ2pLP zI%|Efo`zzk&mYXsSk?v`SQG6g*U{c;a^&Ojtly}sinU@-qYi6ysJ&)1hZ-f9mwts> zu<#{c-5cr;MOJ{${uronK1*M{f}_FxKaF=(D}=qZ_FS8{yQimaQ` z+|?19!#(ezQ+wmB!O$nnEA6l6>O--4n!0dpuofqOKccSfMXfN5dTNhHh(=wYt>W}69qvV) zNNusB68i(heP!+zV<%(1iF2O#eGmMf{F1pNwNX3rB6In&Tw5KQw}aj}-$`>E?WUDC zx$8|R5(^*p(yHxzwIH>&nSGt@QPk*}ps=DQs7h=vMjOp&t1*%RTbbONcAF5_>X3J_ zp_UcNb#745^(I%22vc|BN5E(VKg>hk8%E4s=|il-wq{{hS+_#>xG_X;ZO5PTKv~ih z%1U2yYY6pVDDgCqwF6_wjvcORg^lvPcVlXW8tkJGd#fY0xNlH3YTGSP!k{Y)F?Pj9 zYT@5x3Mx8=?^l3^z_FL#j<+13po|k4h;G@}^_(S6qs7IiS-3>MFRrWL1 zVVAX8gGRBY$cUdDp3d4o18Zx4*8TY87l#mS^v0kce{Z>)$)vref zQ2PaGLFT6rwPJa4?eEOdM{2bmtWzqkV=vB$+U-Z^=!l)4S%>8!wk5$YPT1aL-nN(evtqrCAHuQ>Z(_z@b}VT8d;c}NliQyUz#z1 z+Aarqm-@a6^oRcJr+GPHUykSmUE8H;0q9JAM0dr}DU^@z{5PF@2)j2 zy6d!1PxUzNrFE>n>|F)w3hKGrtj`9KU+>cISG1KMJ31}I3g)*Bxz#?mkIO+{RsxET zBG^x>4!UYnC%vcLboslUI;A%>BgxP`753McF;L__3shIAXV(vd{+2xlKL_$%KJox# ztj3t{<|3wLBc7qlK8P!_=sYz7^Xxw-RHrc?TaU1>LoGZZDnyI09?ePa5$H@_+TBw>B~-0U&D%>wlhcGD3V#F+bM#P>c? z$76$I+2^obW1V~vTQmgd!rkoav7fi)z+V(Gx4GWJTB04lo6b69QyTlVtk=&kWKVcB z@wqQC6q`TS$wOzScxlRfUu^S$?WdhRptpvuyX1vneas%ns$Q&n zh`l*|4O)@C%TNbVPb3_$!5H$)Iu#07Cg9FUvb z--1Nh`+*4JV1I888t7y$JnQ@Q*K#r^e3!D%Wfb>|L?Vy@h(F?n2;z#kAdZLwa+5w- zkSKd!5J4R5@6Eroa5CSm`2D(?GtS8z{`${(<$k-7C?pbzKn5WGh#Mk^E8>DUA`Zw+ z`eH$%?0rH6aj?HPht_p6H#laWgD8F%i9{d+5P!rC5yTa7K^zeW=7+s7Nl?;?>1WB}rixFLeLA})v{;(*-bS_=|oZvzp;!T#PnKfuYnJhy$^ zQT#3vi9iM*{)ihQh%4fPI3fdQT8?vK^*Mw&FyD8nS;8d-~85|;AGyGBmLSt z+tbM$WlBH&RhZ_)zjy8Z`+NG?S-{CWaG^`O>3dTvCv*K@(r-L#r#P7%tEQj6w~lr) zce(bbec9~;`9HR@CXkVc`3a$9~;^j|Ep>7c}4ASc2b1a*yxRVJ7C{ zhl}?6y3y7@>$7iXC-bYB_G@=@Z4~nT{ptUclX=uDyX`vCo&$0d+qNK4NCYB?gZ;gE zbrUD^yU*V@UvJ4Hd(8GWPI4~`l73@JrA`R^+1~bl9>>)FPG;9Jc02yhzw_?pWWLkI z{=4++W0_J;<}&&1eH6y-int(-$bat3A3dDRBM#Z;K9b)?AOjG8#0?R|6>&iv5eMX^ z<=@R?^{P(h>EZT1{PSz;cu>lKDK|ayU|w*nlIe>iQjx*zbXO+Z1u?AFIUFpf;b`$ z$iKgLz}JH29IxzgD2lm_Km>8Hzc=Tu>16g_^3Uz6SWYMNbvJuI{$3wSXK^wYt!V%K zKc9=9S)I%WYW%&qu>4-ooN?IyeXP4r7c@^=_~#t_e{^spxu7|@gZ=Y=)lXDfLG!mh ze}0FKBa!c$zpkvG7PYn8vW2#GBT?znZtjLoW}l1pc|1vb>DzX*N>1iNUF>bU(6%Gu zfZRlf7UW-bwtAkE`O|{*tD*Y$b25({{HOnO-|wG;<^@^9F0tt>=+}^JUem4N|NB(&`#j~@X zm-MsEh3utld7XZ9nJtLCSU7#=@Fp55?^wdps{OU5{vjd$(+``_%?LJn|PROT;gl<`MxG8zhnl9^JZ zd`Oab$GRg!Tg>7Qm}7FkF8g(dRMrAU-R}74g zntJg|w7j?)E!SeAr6iD=g9oCeMd^6C>=`4&FY>rMkk%r=$d+w@E@6aGgp)R30?Rv* z(I}hFaf<2AXvr28EvJ_8SU6CYW`$DaN^_f>1EQT-lcdv`1nCEL!iXy|(rOh{3_n<9 z^f8MpgJxqSaIuE|7D)oGKM^R@^#{P?7{_pQP_Q~M*L?{x?E&y2PVO!-0=QO$RXS(1 zN_VI#Lg!c{cmUUXSY#YfTr+L_0%XHAA9O3fGhW~o?q~jb#JvQMxnG}elm~G}8Gj8} z?n5X;Zga}E7ck5`R>^P$Sn)oK#4NB#%2c4%z^^xZL#I)NQ)%-=r~jS{?(Q*uAXOL2#I z38@(;U4Dv{Mkk=&2((ClcVIo}`5BPGE}oqJ+ze=bO_O*O1B#ppcp`0oXkwMiHLNnx z*(xm^tg`JP^e9I9+QA}|-UB&@cA>(ZWO1#MB#F}#Bxe)gFR8I|Dkw%?53)+dGZyim z0xTlfB4yFn)NU5p(3Vr{UC~>1AhOs{;j2(aAla^QB0Dmc_r8~beE>O`@GJBRzd*0B z6zD70tpftPJBLMzIRIh(3Y7XA_Ll*w6Xeq;VBmky-hE)Io2}Bj3=|M4Q24B}NYDiA z8wlS%=s_aUZ@rEdIawQ;oN~+^(7YKLOg;dE_iR@yC2lBr<{vOPFXP6DlLN*^S%RTdpbNAs}L zE*6;woyp+mz;@1a8ZrLW248E$Yo$}Ea=jQQpu5qQTZ$|=k|f=s!zmLFyyHoXe6~aV z=~tl{7U|49+*SI89=D^r`sm8p=9(ZQH1gV-Q zo)hNdB>Gm2eCS}6)<98QZkQw^(5mj8OtJ*H)A*lE5|!U1=FGs~-$R%1!YFa0>e1l?XbzRHz`u2BT)ZQiL#;+r(=%?+PXJRZW&^w=LW0P0!rxr12E`F zPB*51E$H8G_*{2<<7i=g1SnSmeLa{tRsMjQK_=Mb)?A>86%&B^#>kYH=!yQ+d`Dld z0L426^px20jaL`qOylc7>CpWq`j~;={EF?~+r}y7^-`tg44do&N`5OUNtUg_Ci=!n zM^1kJycfD1PG5eW$s#QnUj}^VE^w|}v^9-32OS5JOzdry2!wDm{Ti7nJ3iZ_>=~$J z5`nZfij%zYR_VJ4${%9hVfv%MpbT5havO-^s~i`**=G`0hJ1B&X`g1N~BWR#fo;5G2sHc7HHccT1Q6*%Uic&Sn} zPJW1v5vNU1Tmg9s2nUjx%OY!T1MS9+yW}8l^nh|B3vjJxMu~ztEHOAqTK7(n@j$FP zc8rlnoq%!z#|_PjAEKj6*!@CaS%;RG;L;UT>0e^nDZYcJWD|dt0Dh;Dqyy#P1*48KuoHMwtbqF9n(j zk1x;y-LuIKs8PP%Pm+dEF9gTMN^atLNPmk|dj%Ymwu^3~UEpU;R+**gYHVvQaIcNz zaz0vS;=D+_5e%VX%qt#51W7|=7@u84G4ap*3d#ECCLG(25g1mp&N*mMa1noeegkI zLtEnJx%1?%L%`R20ZY$dlAH&C)kYfS{4D6tel^O>uRxmlod9j#u^kBHZ@}Dv;Qr(e zeODus3;;g=v<&_SRYJnkR9WJ~>GUscGJZsgY@C@Oi|@qABxp^Xn_*}8)nn|naWvFT zjC@&c)O$|C!ro9g}SuQ=5ddol8PReoFcFwne%#Mk}!_g-ij zka0*X5WsmcNm8f;<9-k$`9DJ2Qi+-Yf0~XjM>6*-kxq>BHGeyEO;g(XN}F@J_so9e zH0EYpFX#}$f%}C4{|f8P*{5cG>Qu~SYUIb42IIA=#NI(l^gn#tWZ5Og4*C-eG?%W6Hf1o3YN{N!&OFSa6S=N9^i~zHx!TZ}G$F>f1gg7>Sc5Fv2L;LzlN2Ra zKT9>q(#y~XJTXZpXaw3Z2i=Pjv(``xyyAX?lO^w#MCrLXPS!pl)@-pz2S@U4EOxYl zx@{I~gDF5rk))Z#@p-_D`FuKd=Z@W#o|hs%d!S-;iI)e1t>RH1N-Fw2AHOhDKU^6{ z-GL7ko`!wS!AIxgk4qWTD(FC>fPfRrT31h#I?<^T`M@UcE+#nd#D}F@h}-L^FY%{KE2#_U+hyLLs`VG$(>HY6xhHVtUci>e z0#Az;6Zt?Jq^lsL0&9QoD1F9qwL$>#KU0rN4oCoZr3#+JB{1s?47Y zl~zmWC~haqsxb+2B3q1H3bjaf#`cQ2n(jv%9f&>j-MasI!IxRUS!AGu|vC(Qk$&tfR;~?KVTt z1Es^RZBUf#hT7;LbP7gnFwrF0&k_HL^$no==s?`}ZD^9|ZCQg5>o4?$PJ-I-D0C7( zxtU~@0h*3cv@s3Zi&-WaILsuaMnJbR-XvxCtQv7A5~%Qf>{?HmWQ@Jt7vza4(5LWy zCSd$_ik1ZWat|N$I&PAbN6?gHgW{kVu`UC1`UmtHclqo(?Lv>T5V-Xv`qnfvIl~z` zjH-+mJ+)_EMtDP0QZ8ANfj~FQnINm7iQ4@oPM+?Im1bvI<3S5o@V-?ZKn*v)C2J_^ z@A#6eTZDNU2~7sIWJ7A){U>a){1=QD1Qm`C6k)BYp-jhtv`q$qQMvfphPhNnX4@RFo@QGj0eL0i7&JRruwPM?EtnGQd zkYJNU6LgkGQY2&NWI353Q8pOkqk!BHP`X^A21|poD49K+L})RH zZyAmeb9b{g*~Fd?HDM5INOLwQ4~{3XN0KNXnV+}b(teXn ztYi|G(?)UtIeCIn#*QZEPd3WuIpoQ+Hu=fRCTF2#a(I;_BO()}SYU$8>=rK@EwPf9 zJmSVaOqMLHONl`f(M`q*CaG`(Dp}|*PEZpDU_1E`PjXQ^7xtCPvv#V*x}!P$_aaC2 zV{I~m_`>)fGCB`|37@YJgF>*R}@ib~~{21G9@eZWqM+tq3F zCN|(U7#hxj*a!1Bh*)@)ICzThe7T1OzZhB%JH_8JmE^aKa`2lx zjA>Xf>mk-R<(Rh?4NGU!o=ubqgmc8amzw-YC)GANQ@;2@IC>ZcMao3>5YS5v+Rj}EYLuhN(ELCN zNj!ToI7W)NS)^qSC{`k%IBtavS7y!QY?6wfp>8{Flv}f@ojS2*a)pus=}?iniJ}*-qG>$$BsD3|67dQpw{sG9U4j~A)fW)-tCQ&yDYTH)JlC5q9xCoXc@ma zT0TL?w6HJh6Jn%y4X7ii`CQ0booKfq_0;XT(4$O=mRjSYrPXU}AD=hB#SVCF`ht9Y zpS*q(-FJqL?YT`tZY9gEDRB}D?M_bi?e=wrS~RCcUh=!Vn4ka{O#WhZO?OsrwbvfuSPV;pw{Iv)Dm2pjHvnm#ih$Bfi?%Vo}Nm9u(wXZ>g1?_m%n^5RnOOo6566LC}4xSz_ z3y#If;pMS1$00`Mbz?uW0&#(wq)si9_~$W6j<3*ylG8oDu>K{kZ_PlyJ!6v`lc7SK zpCZ?8C&@5q1$TUim;7Vnq;Bh2*a>gG z$w&V$HOlKS5AC5|8eY>!%k}irwvT~6JU8gHc0ihVEd16FKu&o4{^Kve{uEdskL90k z7^YKe0p9=uFcG-H=b}I_c;x>n@0*tAadSR*uEHyDfG}VnNoBbPIKcj5Ku~ymf9GjV z)!YP}&Hx+&m{(`uN1>Z}WFE?i4!{9ofyk_gHt2nzqWcpA^pAy(PYoLp|u;s*?RGcrU^WC_(Z&7hU&552+EQ2mid^)E86R34u{7zacH{RPn9TTg%t z0)?xY2n;{fpaV_=yN~7MYfcTgb|qfT25R> zs&6%Dk)7NJ3E1wh)9wXmNpqkMm=~n$djLQC3}wt%bk5i^q5J4vK#^7&boNvOFn6G5 zoelakGy{k001a-z>8`+*YWaphn-Ze_Kpt`fFOKYhPWyRk`6MqLT*FsSHuqOwAS?z> z|89rQS8#338$c<5H+ZxLp4S07nif!o0O79B*zVpA(RIL!hy4Uh30v{QRxV+G2lE3v z%M0WLcv`O2K&!8ZXe#i7k?45fBj)Y{u&yt_wt+Roz6sSJpfwkPEtGwRjq(1~t5ALR zhIyOG$>py?v|$-wGtAp^4jM15#;^i?P_&Kb1-kKUSC$X6RA1?Ub==k5t)CQHi@t;2XH)&^1% z3VqMyP>q;}Z7kycz&U2k0zLu6Z8Z?buI;+&^q+gGgO{gvZ11hJX8UTPx&fMLPLRGw z?=N}*lX(a{zW{Izpp8?p)pOZ_ZfF>x#pybe7rpA2om0rEr~Pe)D)(l)HEP6~59MSQcyW2~>q zA3<8v;-a+=y6T-G9$I>-mv$cPqY2Kw+Np`3jsQ;6plyJjyb_?UO@OubW1c|uCL_VX zSjw3Kbth2&yRCV@QJ@xV-CL_X?xkZ+y6EiPz`&SOdtfUW$WdQ>gP?O^Eln%~2qoyO`rj;6C_;08^}&r-#1V-b>F9b=BU*JoKkoURouquMVE+uXo=9 z;V&7aL+A0`2;f4j%kvB{Dstlm)^->B?YV`o{7HNv55737&$k|0jrrYM;ig$bytTp< ze=VLKY9(Mwy;lG$O(hP{N6|-62M{|udHr$^S|7&A!kE!~evX*yQxRw%aIAMgy#mSk z>49avp$0?}uM5MR_0^4@y6U{EY84O7G>#|DXZO_)_5HQy*#M0^4U~-B@tG%qA8v{d z&IbB+JV?(o_d59QDZ~$d?!tOJfC6(t#o`edfBek|vwryKaI!&`qn zHw(&+YXKUVDNxr|3RHjWFt;aEB>2lFUQNJ*_P57(7I|uoUfw$FHy_Q2|BlXpU8yUJ z=L4;!<}8CQs2xzc**}@IICC7Z4oWHVVg7+o-vm=rcyfAb15e#$@1v)u`f0mRYC&M2 zx}^d`!rxXk0hS64LoM>d7hm#Yb10cH^hJgpmu@pZG8dlj&_Nz`|5;=Tp&*lOgE zB%W~H+EuUKc2l=}o?7OSm%5Mh(b0o_wbwyEZ3v93%;G>DewG-dh8&y)&CPHiSLmRv zGjjsQbq46_3rA|wOBb!f)5=Fdv+~i^Q(Gl@YrrXAO?l+6m7tBNPVPNGF3gSX7Yq;5 zoQdMpK1N9s_TQU;&rgeqfi2@H=XK8)`+1!cd$5e_Laa$LE-|ipiu6 zs5?gobkkzvdTRf}E}E^pn>JeKq3_&%b$%6p?E^hkfp{o1vIc8&Aci)YgYrSyznJtZlsDBbnsnYXlfHdx(k$fT ziV-HwGZo4d=HYB*uGE|R)S^B>4lDC|p|hC?)yWPQ%~TfnetvhIc)>&6PI~D~`lFY( zv2i#0nQ)#WkG<-Kl8gEQ!OsE=8$X^`4r-L^_zd=KX3L-c_>e8f+~ITJt<}-Xjh(<% zxvnACweJ+9arlPA?>;*DuCMOp$>>>flk>=#J5E3iu#p_s9Vjg|)(^^n(Zx+#=>sux z7aF%q^e)6pCm-r8eOY^d=2DQFcFLq z5b;^`{^Nm;a;@iFS9Krgt`(uZD^4D)2|d*TdZY6NfQPQdcDIA{ED+OTz=I3Y!_`C9 z5l{Vyr%L$Ul1$J?5EqwcLzxxhsgW0;bD3e%{p6>7CaA};zs z!R5mqqBqnzq-(dfw5b4)g>MnahJf#u*Kz$z)=G3Q&D)xQ&0? zC~YM!slP<}>drr@mH7EKdWNppsh0$6EIv`)>#zCdXU;qLdxRSlNxUDy{Eu}6 zhVM^4YQuhxd}*al|4bkKu@3bF82O5#(7u$1QiDC<)k@5v9M|xk8!^+1{IW7Vx=ck! z$e;M#u~_`f$~w{8tljkZwskB4=Fb``RDwzZnu%li`e+d-P?o%auHYV&9K6>OijGlV zgZ26=s7iQ0Hd7y+kg<<8`39u_1N%(gYjYpUnv22ua};?WpRR_kDs#=T&rnId#rL27 zMO|^}3UpD-XW?<+>*#X(GN@^I&2||21m@N&jy?w|ABq1Qg+7LPE@z&p^RdYUd;p)# zKLCh%1`qa3UixW`kNVH|)$z}%odf*!n{R*?_!OXLUH{sT9b=E0V}GD-p@uh^!+wkS z|3;6|%7>iz#6{af2RD4MyEZuDsq3Jy`!>N>-xu)LJ@mx(h1fIAp>ET!)fh#6C`KJ2 zpHRDAJ}9=H+*Fv>lh0x zej;mPEwk{mMfhtt`NM*pcVqu5?)YTMKKdqaA9ckJ-yYDfoWVXZ!RqsYaSQqC>)HN# zkNSU}JUsCpx%f{Y>LsD}qSl`vKipt%JDUD#_)GE}d$^tCyTs!zdJqb={4<~ffRb?S zZEr2`%tu!Ng?|j4;0WmF22`hB%z!FwERb*ds6t-!1>S+W*d4mgo={5B-#w+j+f|l2 zK@OT!HCT&};XGm+ac?1)VS685>mFne$$Jx55%Zx?+)T%hCPCq|qq8=HM%CZwt@Q@G zY2X`oy}ZRsH@o}k)I25)_M^sJpy$YqKUd?tqZu`n9CE4y`XUzE@cOC^J)Gh*-@Lyw8~exG zCLNMUorK!!&z`P2=!=_ndg`H*&wJ^^G0f7MHxO_h8}zjwkg*fs;>twIu=?9r%P@+9{Lw^qL=z~rx%~?s~elLHz*LOeOp1F z19iewdaF{@xL1XsUZt1qNH17~eO5{AJ+~ugFUioE#FG<=O`k*b&D5%8i|B{2=jc(K zSF!haGX`3r0X}-4{Xxs?P`6s30kr2liX7L6yg3=4?oA#&z-uKJsNs0;aTk0Yd%nS* zVXdeWD>`U#_M07+I_X)bo*Dt=pYu^SHMw|bhXLN|UL!z%N#Q(XC3WHj=Rd`u8LN%` z@sUa`h!K1u9e;nqCyL@b$IFt}ic?d0KeQJTiro%~;D^@&%w@FKYN~SIx53T@PG@ z3Wl?s3S0(-&T|QH(<62Q^0%_9lDSXU)ot9@7(>-x!A;xjJ$N8TOT4 zzPqb#fg0t-WKZ3+(qCJ#|9g@(NZ%c&j`DeQVQ6J4;$zjxFUVH(-m@GrPQG=`2X$Ev zYHAkzplk>IV`pd0^0J%Oz1dSA<#JWaGB@2f)I*OnBxaxZYsgBIZl=H7j$RItf1Z`W zKdX`}u;*aLJ;t~n7R(psG;^*!rn9;{?W$RZ^w9O6du!h%r_-0e+XMQ2qju}41xt>t$1 z73jCfCX*h47A9jy_NYZ&^#c?-Mc8MTxA)f3?$DS*;~Ko#UzMI#_|B$1oCgt$t!_b; zo4~ozDwDS0%y&f{#-M(^{}!kch)?O|BbmY|l&B1;9<7fNu zw_Zb;cQ84N{=a!GXmqgo{u5BE%wufMBfoVpX+PnHnad+Ib$0#3NdO1M9kmFh% z4$`gofgL?!Th=^{*bRDueed!<=O&*|at2`p>9f7qdn zyG4IX*De!)ng0PA*5t9h@w;zxUPFFHR1D{{M(9z+1^J4v9tYcwEErNDE-nl zehBjzg!mv%h#-G|o-2~=jnf{sajc9RW*Zw3#Lo7&(RQJ|(Qt)rF8}v?tctQXuK)bw zbFDSU-dNPfHkVM=_+#t-a>m}cv-HR3RNxPLV`CnhEyI}8kI&0#m%S0vw<+WO*!q6E zX>XLx_}#~tS2&V3^Yd7XEkD|9kT&C;+HG%47-3s)+Kksa!QQCc!e-aB8PDs1z45X` z+Sym}m+bk{ZoC}-D<9Y)(5 zPG=gYnZA4Nu{Xj;r=33>ziV$?tDAQE?tR_fIP&njzHRGA{!15+`r8{lgVIhHmG{{j z-R7sAE}|^OozD%~Xm89bW1H6?e9Z@OLIiO{{+=H?9kDmYMcKyq zXV>lBU~kMWX1ne``}#^Rd*jmUMtnDvd4(W@5Ff+|`DgbvMc5nF|FqrrpIxMA$zcG?En3HA5YjD=SJH6_<#T2m_&QyYDe4m!nto45{iT%gAgCY2@%8*DT(Ak z?2wzx$BKj@A&4M$w!e)7GwqEHJ#BORXV-l?Xm4EHW7B;ob+deI-*@6Z|Lk5-1E@m-ZP)(iwHE4SZ^Vb&^c?mtYaQOu-q@Vnkk9_R z4thD-8@ndi-v8HYn$@v4Ua$N98S@TBLXbg-5Ax5~Vvrl&b+-AkmFvTiFyzO_-Ar9_ z{9cz%F<#n^eR00Mad589M@lkw9>fm0iGHofzv?W@Gkc@KsI=>$0?4~1hklQL?)&4q z8q1Rtf4}-Y9@1pIPuIxz_tG}sXP#(p)XMtz@=xWi^nJg6_xUtg&w0b%*!0zw&(g*> zGu*H@?BCn;^W(M~jb6^?u<0f3{k+~>_7a0_V>_WoK^&34=kpIo+8f;sn@@#s%^<`F z`RC(|9&B%<&PqGqyiE^Z>RsB|(vh>733=1TmM>>>J`?o+$CjN|*c(1)Y-5LEhfw6l z?DCBq^yz!=mp0>dOR_g+bWgjS_V$>)vHxP)+4&*+)=tlC^ZUQ~af9dfhB2}EU(_g5 zfRS{pkt|nBCCTh*@v?nEw4{U5;b2dz%(%wSN<0+;kq3%e>&+uOYYk3Idu}u;*9I$;@lsuUfDgB`uu>!kp9c7h~yRG5`^!fqR0nVeXa^2S|o7E~a zp%J*%h=1P)22dXTra~LBnkRAtxyry;NrM>==+w0lz`}rHMO_BU0DRq=5%^pMi;M=w zV)O*EJSSG(osN;Mz!q+>o{{H)wN`{`BN({LBOtNBoNBLNJm6g>U|gGlz)Totk$~~Q z)LHifpyp4rN6NL=K&)<9p+n#mf0yTC$u*LD0(B_kkIuRS(WniqBp*}{pMWIXgBk_BuYCgS={ZnLpenb3aJ+xV zlZCfMO86P8tQlsNy+9QfK@1YK>b(eA@4Qy*)8z7oxBX zQ<9|Qhy*E^Ax=_D0%Pq;?;k##}T;w*3?(J)c=69^cIO87LU}ItBQVafqCSL;&qd7egN8 z{i}bFcU};OCX}2Lk zzJ4MW?Bm4j&Xc-RVr0abXnFN>w77Xj$*}v8vZV{ON6Vm+V69`Dv*u);8jX!k4*_D` z&ms}^5+wi2IO+K+R%$^1m2*V2T)r16yMRsRBhOB*K_0+2R(u57corDrl7K zSmbzFs9KU3GZ9E6@(gL1Ox&D+ZiYHp5GdNiR^;9fW?6pDEIFuk`S+M528x7kE1+Lk z0IUy)X}fu5nGW=H-4?Sn`IIa}ZUfVMo+K-GB}jv3F;XORlziH3mAUv(Z=i0)_v7c( z=N;7PK`Ve+t^|g;2AfjXi*AReV>j@xy~Lk2S-hN+rD3@wxwSn(b~TEZS5Q)nsRY$i zVzd;?6D6HDk;k|$eN|`*ZUS{)4{gFgY7cO%6OAqM4yuyo3QYG%vQ(awEa82VS-Y`n+8%;!zcQ9;g7&(^K+!6MX$Ec3Sc&Mk?-#mfwLsUI_;R z>>Np75h+Kg`C;VE5*why8BG4IMGrtO2_+`_&4hMh6!mHV{|*Fl=M8Mm6$o|@V6k1f zcPFU6IsixR3>A(Wb&l^;If9>a-?fGz4Vc#ha$#gV{_9NqXNF#l7<1x%Z@$<30Cqz{ z4$?z0|7AysMXoJFyx!yb!DW-A_ooCYyCY7TcZ!zSR#1^qU&pZSRA7EC!2QCkeF+CW25-|#fk^*f>Zv4z_mc#SS zQfRnY8hi6ZbZCPFN`OW5ly{*m`Qi)}9kd6>fC=vS%`83XH_J98j>-esrf0*{$PG%YJ1w6NpS@!yy<$;e`)w$%g{qbL#;O!nz)mNV&rgWw7e)A zC0#pPzeALF8R(V1EeKuBakR)S^c94k->nTjQge&EWsW~_uYp%0YfM@ z=rwXd`Pb1oS`Oxllu`MBo6ZN~&Kjy!11ejRKB_o$J*A<$s6-y939P>fy?c8@=3(a{ z*t;(GUXHwq#!gA}eCU4S4d^O>(U`GI0YSfx9N^!(_mM}?^X?kx zy{RGbUD-1cA^Dgw zDpd#WUK?FvvjJ`Y$|GNVpiAio-N_*6>xPnZh@Ut0(Jl8&*NU7%e!11{FWbKNN1ybk z{+cSAplh22tiN*JWC^^IAeHI;PrgL&^hL#(cib2t^4>u0yOYE4pR0(KaWXTXf%wT~ zU*;SH?4El!FHZdCGs~O|(E0okA^T$@WV!8Hw3zZ7{k&pC=LCY*6E1{H_fgjJZNU4Pu`Hg?i*+kvnYmv$1k-5LKFM7s4 ziGK9TQYcf{+qB*YoPRe|633`p3G|kip+9*6JU<70Oi^m_V~gCo4>bdG3WHW9^#T3p zORggqzRpgcR)qct8%;y!i_uehSN0}J339S+ywv*|D-9Yztq~q0=~qQdw+&H}IVbz9 z6_GNU9zNVDQi3u>%FYSUH(bCCH40ak8sjjBGju zJr{N1CUbIMz?!_7H~C?HcGh;!ED0xp{Kr5Q6-Qn?g?+A=p;1W|pKnQW11g8U(4J0b z4^bDNzPpvU#GY00t0I-Te;KF~%28LUKp#{G$apiL^6l^))^!Z~m#0?6^@hHMK5ESb zWDRyXZjsrk=%i*m^l!0ZERU8)ts~_${(Zj$RAV`zs6&SuXOR(M)Q*u*fwYG{qcA$A zt`{Qre**@;gtaEEBMuJ4%l(yc;(0h$%4Us~Q3s=?+2kn6w2U6BP^1*1=EizkObU7zf{&;g2oRW7*$;xYy*q)R6{Ppr<3BJwWWqY31oxHsAwq$!R-tQ!5Jr zk0(E#4osEGS)f~Nlp;|Rl4bEo;xZy$=2qYw#z zY~v#6*hZBCC0EPnWEsCVNkX0_$d!w+k}@P(tmNs}oGoN%4>bUN#iBo1`ziWdd@3c9 zUI_g)KStldI$x95zHVc0VkFDy*5rJ8!d>?g^sE^#i!VeukuS)z zQNuVd7)$O8NR})2(W7^)++lxHY>HJbJjX`lAQy5{iz$Yj#AZXW;STI}61!Qk+pM|l z=R={@L4M+UmzF{^F)&qf)k>8eP(GG_oh;A0LpzfzNj`PPM(v_xAoc5OHLF~^!Pw;W zD=Wzfj8kYjz4cV`Gp~*L_af@d%eBy0Y=%Cp3$$HA?_ZBRgTKCF9ZSjKd00!X_Rt&j zgvv7DuN?12?N~#7ji(#S8WMm`b~5j?=wuPpIQi|N z8O)v_byh;HnqZXzx9Pj9*eIi*Y&&X}$jwkSu7r|_JxbFVW*Nx&UMlBwi=f6SGm{=| zsafn(lV#bpBdlG?;{7a6!kuGf>18P07LYRraOOl$*!7rMCNWOZFsSFCF_{Ym zWa{Q=ADu(KUa;H_=?fu55@AF4V>F?rt=Hu3YOc@;GE_x6uobVA%DjH zwa;sC9=a{^$mWOW{24Z1nJQk;yoS-oY-i7WEPIM%8J8^IW+h5CBUTE|g4!@+q-^F4 z;~nGnyGVW^Mw?<+&t3FG$gg|po9RcM&{G*noX29{miTK*n^YMEHHsx5Mb_*~mOGcp z1A}5^MPiJ+ITIx_W-~5+o8ZP-8E2j2Gg`&^o@?JgJ%xlI%U;nNJ*QSbfjWiUk}%#Z zqtItRbTk|qnO@@~=|R7{>{W#9rVm?{F-iIaC&-sV@sjd9R(f28!n9_ztc9v} zt}RzA;hf6PD#M^f`3B8Tm3R0sb9N>!ekFG2xUe>;ogRlJOZng=8M!$@Vn4^q>oL*N zkX+o7IUSinA4pBgLBG?w2E9dj=uL_-$DfIb?9c_-(VtPHLy*{EDH0Aa>|vE@zthv8$K7j)v&HnQ3&|(EK3IVtZeZMS>I*qBk-2@iPCtDmS}t);umM}v zbmn})p8fkf&ZYjKcOkzQAS0eUU^k>X>Z(hB5^)|dQlvPhNw)QBPEcJ$JEWU|zm zoFx9xQMSt(FQ5Cw%FjdSG1f;*WNps9s&k&1jUJA3+VxE>a)DgAq6B)Vz_|STa~E>6 z7jyf4j>+ve+GV$6F3_`^$+8{etajXJWryn0346kQT&wO_B7Lmg@7jU^Zj|*gVmG? zxCrpB)4+oM9@YiHTa4AexM8u;-U074&}gNKV1_CTr>dK#AIj} zegU$}+#c6sepz^e=Sh?H;pgzPI+^tOPrxMZ2Wr;y&?y}4u5Amu=-Q#~nsVM#CynsY z&iquryv1MLGXf)h$2}%Pjlxg$t@c0a)pU1Ba(#{9@*}ECaib#I$e%@Uz z1N^j29-u&Z9pD`Ra1u zNhj>E_d1hies0oE`G8Fq4bs?xKr%8x?SL=LJZ93kP?HWFYEn~vAVEMuF5oXKGV&zg z&rl}322%bUSi&Haz7gPI%YlmlPnZa7q#^Sbuy1du20eQ85AUK>z+G z-NAbE6*1|DXHXrS0J3!$=mHR+LJK{#droiF1Af{7eNG<~sC~WxuJ-{s2EP|qA8?ZT`lQV#Q>_+-|xM)}4D%F65<(%ND z`O5j|j;elI)iprVy@ob|I5<%xNXwQ1-ku$r8s;`-n@K132P$3_$|9hUf1VB0PmzK8 zrjLhK?Cz~ye)82ixqwAOm+>wjKpPbyCi>!|_*);KR5cd^sRJ@PXI!AR3<}hvKtyU{ zi+pwQb5mz+TC8{lKSI3CY72crBc77Z=ihSm)@=EE>%0v-1=`}F*_Qd~ z-JDQ9WP@_VA4(wXwSEnBAe(|T68VL>mBp70-gg-jq|5kD|E^HykdJ(0oppVWUYh?K z5XDq?jf?ZrY(ScyPJz+`dXah+f#nQ_x@mrpE)7HX*lsEIKXnxUCii@c$46LS5U(em zJ8RchJ#<&E-a7f3n;!q+4V&1GRk(lg93WPN^8NIS`oE3Ve7c@Ivl?Vj~bh{ym*_x5@9OH8OZ= zpCE6oyVgf9%mUI~#ZP}DF7^~7Z*2?EvA4-DUjp=V0qA$CK@lZ^IsXORfOiint!u&7_Ng#cg{|T_Cq^!~YsVRgfLH@(^IS z$r0}Q8#%3g0@Nr&{WM#L0DS=^PS7K$Lb$enFX&ZTL&1U1*UM$n<`3~@Vm22(UB@d> z$8`+U$XdV=p|Lm*v~6bPziOl>dK^#$L5~G8P;=tRe`}#v7-!PD-cUugFi`_cdMY#2 zS+}W&2KU?&s29l3J4*D{nf0N%+32c8u6pX2m3~@iF6+JuHG?zI!im7zLU~;P>|75Dg`^*^v?-=o?XBvsk>juleNzf z=NW+EqwCJ}CPUGGcO);p$`@>4=K$TvPr$)}7q=Qy59Zl+eRp(gZUUJa=UC4db60o)F;UZL)s#;3_I>Bz~x_;dD!*dioI!v{bG z;|6V07ofTwg0w(G=;rDI(+9@73BMS{oEp+&T>!q9nO>+v2srKpz{CcnTKFru!-d*_uRJ54_WA$>|0Qr`Z0p?7RdY9S z*XStv#wA`FS<_d&FZ$``X;2g;LgPbyYRff!E}C@i5|hp+Ulk(0mSf*cM}f3s-xKsJ z!#C6KEThhhfcB;vxv?_&hB(NKPgWr>&D>?u`puv!OZC&ar=SceP2C&_&5du6mU09J z`^KcHM}Q|!1bXibl(Z%}r6}{H7Yum7E4{^p!zL{@6*@I~%+ZaZ>MCy1vl*e#;7RtQ zs7>3c;iEPNYR^?b2f1fz3G%2txrq5c%>`5xA8kc%mbeNi`e4>^5*?ARz^zP57F^{0xspzRW&_|Y^q429l9(qZ? z+XgCuK0tn#Z)U-83rD zQysJTYDRL?Zt7-C9Pv)QHmW}maL z5T73hQVk75jcw?0d9dF34cIz1$jKTic82bc`(Nk!N}t^|Lme+IpX#kEKKtvf@<7em zBW3oW7W~Sbr$9$DowZM8-4mfb;=R)7BXa#G1n$#dG4UTtUYH5h z(`4SmZeiFx4|ae2yOTy4E*enSUFYQUP|s4{`py)f5#-dpi>VFhe;;euNS^WSjz2K| zZ>~@{^k$vT!P>qH_ic-h2z$FG%#EB`40}GLhbl|2vgHmwfW9(kftG?btSQL;&>>jI z6oA%-K0cK94SIN?hu=f)=@*0UqWO-M+=jk3<98`LxJMX$|9tj|=&a^A?p>&l*38*Q zU#07#FJD02^9Q=Q475B)AITinz^(1?ROS`FY)bAnV@qcP*ANq@!p3tySQ%gXn<6cxFO4A@1-en++%7U$+kur#s1KVVqB3 z+YtQgB5PeWf;>66iym0wtWVmzXhS=9&3~LdKqnvdyc3`ms4aI^6C2b@+gV3Av;>nH zLJQj*ssnP$CV~2>DY>)(v`;nh9cp)va!~1@qaHV?$tloYSfQC9zb<-3Oui)lJ|;fy z(r56w-5JhL_o9F$=UM&i`kgL#PrI^&Rmp$|%XeUOR zG@gFs8MP)uVUu=+hT_}}=uFQ*L9nN{eme}sriYvQjfJLQysx%N7odetQe)Wv-YLNT zQ=zozg1+eahmtQhP;*D*1loU>eIY)UK;KY`dvt%p9wxw5yT5aT^36k2*hikb;-d!r z_bKQ(DIq4kN!=X}EsK3TwUio~ieG1Bf3&JMX9=Bw>SH6jPcHh_%~cy7aMPbt zJ=C#2IVhd4ezW+g*Mb1`W$x={P_tv$i%g-9uFiP?)J>PRbDo1g@9^b(q6hV`6E&0E z5feciA0XzpLKjE=TRD|nhcEv!5Is(C)1EiHbn+rUee*}4{_Y8N$7A-i)!4I;GvB*W z3%sEeL3(+RXM1D6Zq%!ejMEB#X-;iu!nsz#j=FMvXPrN;oA$`sOUE^K)lKi+)ZN}w z3#@?FV{4#RrAJt_7M%Cd#mipKe?deBNuk$9(%c8 zMdIrh=HP-fWFGsVOUc@m+|ru0;AifP5mkZw?L_Slhw896^WyXS)XBTU7!x_ndb66y z$Bb2t&jQKe6_|Ug`s8Bf;Ye+JR+hR`Dp(J4eS=lR_Db?BI?J#WnyQ7+LJ==ph>6T& zp??}oeGOzz#F5#RyzT6&pK7@4yf$8%T*(jGoY-h;dui=$-ntZ8obvc)&uEh_7)gxL z2j-j-qzAjRSI!4*YZ8<&_}9vMChhWuy#T%1D+_%Qw544`{Pf6ALy(8qCYw^Hm8$d5%9K&dy8bGeRC{1s-OP2bk}7=7Iw&H(#BEksXc zbTH|Rw?Vr4#a}*?@j;L_rcWMDep!5jIBDmqWj;feb8}gpsf!t>e4|sdv(^1KX=!8kW)8+f~d=NH!Zr~ zQ_EK83~4~19)D=k^wa4z&v6Z7=fuAPeujdJ@v`QlSIfa`dTJ>1ZB3830Ur!p&{=zx za?&%CduVYel4gE!)e)Jzw6CY1_Rqtf7o7z-v2V#1q*;ffuN|Blu}`t4vLB(w*phGW**+)yOqppar?b9*h3|4s~v#UL{U0LWs`}pWh&h)%%`suqS{uE^T1T6ut*W_shHi@SMi9Qz`>aelh~xt~r;@zC6)HUA1VOaIEj$g|8g-v10m>vhP%*uAecpa1*uuRUgblWmL;<}nEIL7Wgl{{B1{ zUw1GzJ+{sBf1b;ua0jF3G}~PM@Ao)x-oaSE%XW_+n``_w2ctn3+gw6f2}`NwrN;HiVrcj$K?V_xA%+RX3EF$d%RMVk%M zX1urr2cvqM?{ShQ`m1=w!DxOu?Z(?ftd3lrcJ^)g%)zh+Zjx5|yLHaN$h0Nx)?4|F zgVBAPZGI)OM;^ou`S*F~%5n$e%!yWMww~wl4#xQAX}2Cn>^E+C+Ua}LLkA<$`TKZQ zau6bjo$YU9>|6)q`p~q~#eq2TX5F;Y#UCfAJ0or5g<#V`h!5g~2;zv8ME{z8{K&AcGJe#0e3^5h;n}LF|x!??br^2V=ndAFDCn@SD%y{pO$D`|V)|Biyjv z`#;Y!V~B%M!p>&jP}UQI3_^SmC*+^qcXX12anjjli+_IYQJy-TQowd?IQI=hLXjVv z&(rk|#t{3zr-!o#9gL;Bf6QKssUsWD*~U1<+^tC3t) zL=Z=$B$5ZQL;n5xx9oE;8ZNfY;h$gYL2kNP%QlaHe(lb)4u;2S+qGd<)_@3NXZzdO zvXMEJv(3rM+{2MDBoqlj1|dGk|KXmi91Q)Zj?q@~9Z1+V3v9tYcbUNZ- zct_dhaFc&qkucl)h#+>hzm0``9gO8YTJoJAo7ajk2jgr;+r1o_Q%U4M&#%=q2cvYO z?{&sD7v#U@b#4Q3Roph7FxKB6b9<^)sm@J#F82;y(ZEUR`F>GyDBL zTjUt&V7MKz={f9Q)|$lwU%A%);Sh87|V);BVovokNt(7^U)rgEz@Saplj5Q zKhsW+i#d1LaxU%0tCi|tg!W0h@yb1NFv_~xV%7(HI3a>KA|;VLh#m6p;~|+E(96>H zFKU$WK(RVjOP1>?i86vG6<=N%B|-coe+55ZxA3#@7=C_VXf=?GML

    Fy!GUpBW2paNa+ib&X>J3A1X>2?qR?Ud3`Ij8o|F#6 z=cxyfzUe#x8hBaU2B2_nBPG@b>;DYB!AYw;V>~;c+~XK?$b9HJpj_$RhbOIeu*#|i z(4s5>wlKmF*V@2c(gTUP3dH;v5I}xbUl`cnmia&ne*=m&&LX~zdEeP0Lx33F<>&HO z=kY{S;Dy(Ca_M|vE&-Fk0Idr9M?q*liU42d{lbV75R7b4wv6)! zwufIIvtkq0+i@xsI6xCa#y}}C3@EJ$dogB>EO-;{8$&^1*O5KB^1)p1qpZRvRO8*M19~%@#_rpK%lw=?oMRz5O z^P(hi-;yA&Qe%N($H?zbBjuJ4^gZN&^IpV#U0`9wc#3Z>AZD3>Q~^;r^9@R!jN|~` zTU-!0OH2aLV<=iS#qtF8745L604PgdW6aw8FVsu?&Q_DIM9PBAW?;K^c2L{^!*XL@)A8TcCHcNNMS_~8$R?h) z9zTVc${jB``p1X^dFb;`k@9x6RjQ9BR|VnU9zczptXSJBsny6^_-7H;_V^=EY~pF; z_7o}gONtyJCl-f#Cp;H09bc%P!k~NDik`~hgV%vx9VSO_0@?*!X~;U@c|h&f^Il`% zb+7n5BlFG0>pNgxx9&o(0d(rpYeTHuXBlg&aV$mNR7#NxO}C)bSDZ0^RfhmNjT`vOM@RNw%I%kmUUF z5>O&e4%Ug4iP&X#Xtb=3jpB*XQ4$;k$F?o6>rnWGkQ!-o#l zOpwjc`h1%LEsA%Hj82M@%7IX-900QAN?xr_4l6-S<|PkdpIKXhxYYsH{@Nm4uLHmJ zfokJyyfjUS6^B|elKW+(+pl>*J3;G4%tD|F*q|lXk@j)j=$qnPt=PAZ?1md+6IPcy$z~g~B zE(8LaccvlP=0TZ59hrfR{eW5?--X?GB+G!Vz|vYK$?>=Z8D1e?Zc-=C<&Ket+oR;r zmPjc^4t$SpT$cjla$=o8(Ylm(+TUw+gQ0%_ctpOE?v0@e}=m0%R zL5oD&TO=3%9tjM%9#kmCSOh?F0POtDzyI#>e{y?v5*J&F*W+rN9r+9x>v~CFX)GS zxV18rG|k9)5y0)Dpfrf*I(#ENei3^X*e^9N*Y8kL@LBeQ^jv%R?rxxgdx5hb!d}Or zFR(Ix9CUN6XD>b#3WRx1e1bIG94jNJ7s=P~XYy8tZ+vzKnC4Bc$Is&Lvv%U76t=vM zWIzrQZ@tPwt;O6nlY@7XgWr;aosV1O3^}gDVW`mzAlgyT3D7fsuAD5p&Lqkoc8S2` z#_AK; z&rI$Nw@8gGHYyZ8=d})T+io8=|Cy(@AEJjKPktq?UIMwE5pR|$Yt0fc*DUeCaRX+V zB_mWRcZih-`_1y%7AMDvm;Pp{M_*Xk5$cn&W^pV5yq3Pxl~*(WE?L7Y7g|C+0`19f zBcNF+XOS*@d7WkkLT#2$#9s}bx^9MYpusuf@H&)4P^u(CRTBItLQda}kPo+@hWIl= zD!qu1d>QFSf#Qzd56pFJvP|<&l6w&e;=DXgc4Ui{8@;1t{zq!mpOLZzsDB_(2a*~8Jwa@pJq_i|C7`R+jsZW>E76Z1Cx?FgmFuV@EjI$OpAM9K0<=rx zm_M&~CIi==0VM(X%9oroa4nQVd@q)qwYUt>;;AVzw@0#sc1V2uCTDXFE?2NP^4u^1$Q^fE+a!3HNI23*Lug>_5(RpWR9Q=SU zk0OreLLtWe((i?i<{0t22`aXHiSofGUJ66A^)=WkRhd&jZ}Mv+sD)}kSy0WkS7Pn_ zdmQ@T-yP_`53xKDilq_sOk=2#e72(*HLoR%uDIJ6ico6zfesFoOW(l&f%AN`VhJV&p51!^Al z6#;R;ij$#opnjCOW|3z1E%Ju^SStr>EevH;IeLo#_8{aB2kK{O`oBlyggEj+c_J+6KI(pL#Oh{A|-fD|BN}jrB;1|zU(JMCKfTo z2RqMbWk?D1wbPxNu`@wVK>5(~R;(0&60dTf7^&L`iVtWKAMcKoY(6&1(MZ|Xke=%U z`yhIUVps7a!MERAmrNtRxhlH}VM>O#7BY2q0v+tahJpK3?} zCqw3v7a}SE|1N{w%hQ|SZ~N-wb1i|$cg60kX)gY|H;DM{haM&X17AQ-W9xUZ-39E{ zu}-|?_k&7kNtAfbfsTzhwI>D+(KqG01T_}6o{X-4#a7YNE%IqFwkP*jK&EU@hW;^G zZl6z-e#!ANY-OAT^oy05!oP|Y!w;Bab8_Qyw^VU_ zmm;Ssq{t0d&I|4(O76mOGT=<4tYe>fF27aM&LlRb)1#7`cF$tp zJP&;?A+N0>j@FR_Hdw@bj5(deCg>=Iey|h%*=seFJ?o*M!Uq?k!###YZlANrH~eeJ z7wCDiLXC7dUN+o~5#R2SvY(h=W1=4_W09@d*cU-3)A}8hdC1#OP<3U3F6C$9p$fEP zEudHFXe4T{SxGQbc}2nj&1g{&u#J7eqiPq=%tR+_v|Jnx6)q_v%Sfy zp1ckxAHE?Umf*8(TcO2-y5?c4BzgZWLGHAPmn&sr#VZwGS6PsG~G)`lc^B-i4@AHApz{fWP^*d8Bi zvVi)74=(-0c?h+p)gp2{bB-rpe;NrL3u_rWja<19nu#!cbJt(}V&`M5>m;=UTR**E zNVBW-zQ6MsdHql1*WQ28_U)lgj3&lQpuZ(UpbSGNccxH-@bQE>)X)CO65^XA)^qVv zwQ#g#+(&Jz3Y{Un)yhz_v>gjY@ldFUhnOXr{^_R)X1Px<)`s3J#tc=-HRw}bnPnFH zi%$okyJ(##d7x@-ek+dr0L9LeNU4q9GvXsnGSVYMweoZx)W@UEqKx~PG2haMby@?3 z-66At(AU*&3B9FDwDg^Am0P!jj zo`Szi+w7nz;?oU!xCt@x^l_xj;%sPkKdTh23iWLUzVm=wd5OAviduMr{Q!N>vy1o{ z{t@|{eDjeUP7b@iJXKl@OBEOTn5A2xK*hJV*GiUxP>2Y6km-1>~k`H?TXO$32Grhx3s&ty87b;}r1=W@Ei7I98?nsbLTthqi?)pm}Sn>BMjGK600hNpi?OLB_QhIAU)$`zzwNJh9e2mHv~MIqerE59!r+(f@4DNZp{X z7|WT|NowI-`gAAq+~^q=**l*aN1Y4W$r3ilLWIv59Z_xACg&O6; z9pa~5tn7h~a!#vgxxya6xs+9MG^XE9A?GfKZjRh*nanvbb9}WFJyDkiF}Ls3DEFth zYI=KMSiL>feAriuRD!DG5KxC4REbEryy0@N=9WQEt#Kmzgs4_H*_|IzlA;ZbEx+jek=4BFTb++}d53LQLXJn2Yx zf(Lg9&fxA6+})+q-En1bcNyH>zq4n4e8>CV&ph`?-XC?ONwzGhRaI-#=e2ozIL9C1 z{EcZqV9seC8ChUIxSYXaWNVtB3}VuJwai>+@CkjCV~M4}xB; z6KFK}<-HQY`VPBLkgxQo305Dzj^327+o#OttMOnE6Zx9`&}_Vc^u0+h^y;F1AKi8I zJa5fp@YBSD{kDdxoWlYzX7}O&dZc2Ye#jG~cX=b~4}3L0VkB=WT>z3k3v6wK zNw4`bj*Y+-3UO{GWGTJ`>4BfYt6GBXXGL z^{flZ0m4x=035BYS!b68gLdLNmyu05${T~h4cjaO+4&lMa+U$X^zI0Qe7WOB2W&a=FIwDWJ|EIRhr+ zi%;EjaC&!rV+J=%@zE~6{<^DNpl$=d_@SxeP4!&sqFG0s152@j>aAw1SkH6tksk{% zzu;{zW58ba@#gnvZ*|?{r-z-9_s{^HI5|+Kt_jlR_+B<-6ON1qb)3YQ;;Uuw=MG-@ zV^fp5lmq!J01^e(b0e%hQUM)w?+sT?yC0+|%u^R!@=^OMf8FE~q&p6pbo^2<7UsB; zH*Y%z+1^B73eQCPXf~J&Yttb`(r!(#hHL<>-vsuP2V^hNL(k>&)&M6ztvbo5Hx~J8 z>wW=RbZDTS1q1B)I!KE)#vkzIr5;FS@Uu7=dw)>P++|oJ%u&NEpxKSx^i-gmR%qp+ zZ4JIU%qLK@wPP%@GUvpK+u$`m2@YuOHF?K1fF4yI%NhTw%~V@aOf;A(}T!h+bi>{`d~LqZi1WEbO9#S9I6iBfKJshafQ3Y>3f z(h7B0gP=fLnV<3x!SR3f)1#gJwe->ey%`XsN0X5yXo6f)L*jp7AXxJU!Zp}xsm01&+(T{IwZoR zht?2hCzy0i5STL8*nr%@O;E*=po&kyXPc8F%P@|C?VlDYrLTcHlbF1gSXQ(p zG83NUCH#uFd+M+Fp0R!~vSo~OF0eAYXUcu-0H#2ET#&;~a;en776-gRCn;7>BHNn5TyQ^oAyW0DC z>Y(jDDxv=R@n)btjs@3RX4Y|MkuJJq){>xgX}1zLKw$@Y;0xs$OXi>+KlK4Q*p5<9kc)^+8&YnnD5I-tInmd|O_oy6jF zSIjzNIZ`F$kI8Alzo}vFfh!hw3DKO?D9IrFd+_6Z8Ng9L5HFsBIo<;s^a{`(tPdyJ zGJ+geu|Mb?ZMnG~EOaASAhpYmevEZ}Vllbz(>vs04iV#5GPaY*NvxUs_;9+$NHs9# z&iPn3>B(c{y*D74OCJ)yA5pi|1nUQZ{f=ME2VpJcXcz4}{{>u;f2VJRbjr_Q)?mAn z_*n(?wK(YO+ZtfmV7K2m{#WX(!61{3277C;x38`&7NCRIgRpXsI;^Sa1LVXL#J)2i zmZ!;ee6F4d1{p(}Y)ESz1G}W{SLX-oaMpic*7z?4@E6+Jg?XwQf$Rrs^#*;uGuN!y zkkR?vm$%$^_tG6P-uirsuRgutuQ3{=2f-WjcKj!lZ|r3txM88LRn6+hlWWm0;tM^YH+Go3`ey`-CL$CU2%tL=|F*8szIR)v%Q9=6a zgCOnlBl);CYngTA#kz_k-%SRGoXL7y!&+(&&RA>{^+8A0@prIPd@t>AY9`i0(KFsU z8X32qX^<1Fhon?IaTI?J#7EkJe-{kob5MvH{gDCyoet`XKjB9^K)y}Jw!8g z2+<_&b!i~?9ZY)%fNS?5$AEpO^#up-g3sgsOB87X{J-qO&RV9rn-=@gOLy1x)w^E; z^kIluGYu!7ULlu)p--y_0^T4*?M;!?XpU3}Kj$_M(fvpne5LObz|L3O?nDser{x$2)>{tFn}TI#>_#AkkdEtbX20_V?7bv=qEeYb z)(?hg+#c2|V_6pTeDXy46bcUS!=9)O_hLP_u7ylOJ#X!u=&RlL81+2}Y%gNPLt@ic z=I!Iq5RI9D^u`pVI6&5Ohk>{AyP1qfN9M9J^BB%NCbr<7^FiKchiIM|+=t^|j1SRw zAnrbch!wq%+hY7)FYcrb%X;Xuq9E?wy)|olqZ-H`d}Bc8?nj=<34EKre8g{}I&yEu zx(v2~&tF?3LBhD5rQa>+^B9hMdYyCDlB;_J>j$vld54g-+GN%mAK9;Pt@i0b^s&u+ ze#Y;nQ5THCCl*|$uE9T=9c7M>glMY+A)2r&M5k|N9`L(H^YBgDuS5Rm>*lOIwB$GX z@|rk(2ju)LevpLp$tPq4o-o!o@ZAd``i9>p-4D@0zlEsnCilOL#KCEC7>E&oGC{v@sGnghL^En0B}<4$(@}kp`fR)i}2%c9hS>592p` zY0Ea&)!Go9v4}aJinM{Ftv&fYYc0bkZ=HZV;@k&DZS5SO`40!Ed)^@3U!Oe{G77ii zz|x5`(Oap9kr=4chuYB%=?CfyZ|Z{=#DI`!cfDWRLl4#S(xz#B_2>7rUt0eulF*AH!aLH1j_UxrzQE>J$>9HSpJHj>&+}j$!RoOW#Aw zzs08+17`e}cYzZR$(qzlfNw9z=T_Bu|Rh|BZI8O4d?-CWI@wK#it z>X%j2=bvYq)NLrw8Pa>`!G0dvsE-#ibiUd$qfsx9@Yg9Lkb+4Qr11r*-RQ^50QL^l z8+$98^b@G}U_NgrMwX!FxLb$4CD?aHVU2btPT~8VnZs!2d>!*u8q2#K$qMG|{X*Kz zoK2w5*ZLt>KtG?>=%}A^bk*<)?)uWzOG_Z-b{aX)IpmL~)KG(uB2W63J%fQ`@%^;5 zL-a&Fq<63feEz_ixLpCCD~=RJLDqZj5S@sR?fjLv8^Jl;KN25bevkZq7pVk%w)Z8Z zpHB1d7^HRfvzEj0rTNs+zp$o}^w|0u$%s2anvOBMF&HT_a@Y=X%N&39f1QxZ6Kcb% zJfkUM)_&x%`cF)nmb&wo6Zp?iH%(aRrXOl~>h9XU+GtIHZhjG@nb(kiKeI0)*JdnD zeOQbf#$I{=IVI}@>MCkMj}7cohMBdkn_16ukLk?MY+n!Uij-pRFW%~b%;Dz!{yGH7 zxJ``vamJ`wZE7NFu!y}#{me4y&qJvHOh`n!oAiBq_Q5TwrKt~X58O3VeGjcN%To(H z^VW1b{WL63fDZcVewv?3NYW=`u+gK_Mx;cc}|`VKn%QYU@hrMr4}@X)ZlUYa94`DPw_ zX)m+dn=y{tgLMtL;!+0kXaVGfSYOp#$UjAiN&LGwx#)QsB+95S_Yw>95N8c-Ly-F+ zr?JM0^Ya}4HWANXH4M?d)yaLOLv&4HexHY*4}-OX6TZ}l{`rRJC;FLYDAHkrS%-Yi zNsJ%miF{FeWUa{U1M$mx=Xx;?=<2FA z;n`3nYDN5F<9j5GPEivdz&9MVDA##X)KdopA``*BcxnRA_evp#ucR^vTt zNBlUFJ;jgH+1K?%s;&)f!bhK!Gi#gXkxhuH+?Vy@;P&?~fc0 z{rTYm`{3J1V_ap=Z~^HMYUVXOYf4N&j?c$Ki_GxW(20TCv8-8d6=zSsjAuG$sqvZL z5822!`4~&)-HD$|a*I{v$6^nLKy!UWoMaR@Mf!+x2}& zsq%B~Ze$I2v4_D9?PUMonjCK+20mgu8MCSv&FXr?tivC&x3aQ-B+ife)m@i1^3v7c zd~}(!QOhs!*Z6G#x^D}$)JNhH<7+3rJPYSJ<`n97YV!2;kbBC`GvHe$-5qDrs)u=Y zv(`;(?R8U^1)jQYzOSA}-sl~%Fb{R+(>?6N;+fYZ+8@L7(!=DKjra%sF%us*FxOju zWM7rWta->a!%W?@^L95KdemD#@Z8`ov1DX5_BsRE6Y*@rX&leGM)G`-e`o2zvlE_i zRB+{aH~XLBRoOecuy3T_H=YOSH}Y9td}ne)BwQIgXZ&s6IqL4CNEFhiYV@fxejL`7 zeMnO?^%C+ixjgjhWeMYBZ8cv&ZmEl;=vNs53Jq1gSkY&so_6BoHgl zPz#2&BEL1}`7Y8Xqe}8T%s?JQzV}0O51oee^s+)eI$(sKE*i?7>s)}AXc?#(((#OH zZIC`E);G?Nyb90E{Mb9(BsUhoj8&*F_}wY4_pMXZ_cTAFiw=5W`@d1Ujy(+4L2a6W z75sISAhaz=zSsYZ=M6F&tgC7`u4m(3|9QXIDh6xyA)&c0gZ15$-{+Nf?Z#54 zebcHVow2~tzSOy1^+q5-4^!`YY1-GVw2roiF{h!J5p%@^tA@E?e__r$Gv|v_ z&*$paG+3k7IQsd|+f$9DQ@sIV@}wgx36(AgZ0%%M_>N; z;|8}eShsa?`0@XKT)LJ><5hDUx10NhV{@=DEEF?hu9#reFc-`jbHe_-jfSEIYs3Rb z8~@&UJL?*(17jTHHizqnVWF52bH)DNwQ^J2&2e>H>+hfYjCO>^{j+nAH8)t#mHs_` z*ysZ$n3LnPbqao1_pW1HZ1iV07LLuq!mv=xi2eQce$8vJKHT)z{5x}HgH@60{om$q z{fh$D5|f&6%)e{btAYmWj9(q?sz$$DFlWpO`*Yt3&uFlIujx1^+%aaDU`~$D))R%< zt6X>dO}NHizvhoQ4A$o%j`RLn8zN}K%UX`(|NdO`&1|stZ{|4nzxOrG`vTT%haKbm zpMC9ry?}Mn>&E=;{~Uvp7YkU!VjaK#&vTM57qAAN|NU=_&m1fa3&o7s-|x#(Vn}>f zhcDYWe>WD6{rl^ds%5bLxW(avC%IngUVCV1gY{5F$F*I!wln60-Nb)v*nf`M3-+s{ z>ZD!`71_aH%{k=v_0N6({a78yZLn@x=sc`dWt4WFN1aXHOKh;`?$41we!DV` zf>py@FlWpO`*WY4lE+}JwZhS^FpdkwjM(45P8aqBiw2~gZ|0+hU+rR#QZ`HkQ+ z*jLaGe=v_3U>=M3ihgPEi}|1zuP%XMV_mQ;mq8t`f=F`yhI>{i`4m*-9jL}P5D273 zey#xeUEU(j6)ke9vPIfdx5(GJ;NDFw(v`2^k1$(g)Oaw9MW794u*-KyB;*5|1CO`{ z>d>NzMUs$DSqcVmw3bE2f<(CbSftAY(20$_sn*8ZVV5O~wFYk=H6_T^LUFSDO0*0c z5+z;6M@l`A%=^4?b^?fi^+&r%2D|irXp=rxo6MeqBtd87Gs@ef04T)XOpHUpc*)Z} zO1|?3>-PohQs^a;B`5!oMTrINm&HhJfaRx|Xp`wfK?%SdkGS#1XHcXiAon@Tf&6p< z3+~06$Vc;L<(Z&>e3iZlUt1r1z%Dhx+26e9&A=y+X*dLmwH4`*RW`{z-zGW<+`k`4 z0eDZ}<~FIk350PxSPMAPGQR$Q=zfF@0}ngI*WS~BmrUvxA=3l6j~8#v9tw6f2K0D5 zX!a!jHW4Ii90VXi%{ky34Fdg(i-`}gkD6*6R@rWyTO`ggC}#% zf<8z zU3Pi+iZ|4+v&s8Wpcp-oo$&`X@Il&yaa!IE#JsLePLu*WFJO~N8Ib140@j_Kxp3w< zu#^OFip)i9;<3UeLwp(kCgA85z#KpwN^(vOBvD#&Oca>ME3RYUZzU@+j?AN_3^Ey@ zW+l_vB|gR`JJ*7O%tHoex=qG0zISNT)V_>?(I%g|bFM^-Z&ai->0_6s&p@A;lb!ir9{}oIL#)j zn8(^?d?5(=8^-H&0DblTLnfuwmSh<@K1mLEg9#eq%Y|Gn-xlVImy9`C*ryBD)@(eyc2UG?hD^~`LETc`fgYevY18$QDvIEwXbzY)$ zsu3^Gih`-PixLA8IbFb2UJe7rs7H)2fCpv*aRE(<`UX-Dh8mayd<_h-VpWjnh9EGf z<0Z}MSQ!-&BU=X{@o^(kx)!yIDUO)Y1WYD3i1I7mEPnx?1{>@Q7Sag+`*jc~3W#7g zUr^9KDRR!3B5#YOh{w;#a>M{~S2JF`qoU=fn~~y-KPP}u4qwk&>0^_RtmRs*ZBnom z_!@S(88}dVa3}m@E52gGZ@SJ%lEuWp^urS*cSxKRHpEKA$7soyHCiTSWDcx$ncR^0 z5CVn-mQ(#V5S&Di-u*}pfx={&4%Rr5wHz8DnIe+Jye>)l9!``mL*t}r&nU@$59tzO zL5{38Y5W@Ln#ZhP>;rLe=PS_jk6=z|h#jCvW_)=ksNK5KNQNLYQYlTcyh8Her#W#l zuyl-^-yA6${fJ%6nHTG+0Jvy7;>7z|tf}#!&R|-W4y={xHVL6`u^Eu@`ObYdfl75s zmid*EB%3=vaWYz3uZR>cWLw5CPSa^aOK`f!i@|}whVo7#mV?LL1{GXR+z+*Yb)6=r zKR^NnAB&{z)9K4}{3Lfe;vDPs5(wAjZOQWeQIfoSksv>ej1#}*G4i4+QaUA(VF3Z} z_fw>lkLR8s^}pOj_GzR|=2j%easR^LW9hCT&u|L~4}7`kFG=$1aiTna6)yz}$I0^B zF|uzzar{D*Bwmh`VNH+=$_ze>KR3>07w z$4QqCF*4vmr2JM0T$eSSme`&SjB01FRs1T09;P8rg2H}G;Qq&v^*KZw29teDj9&gL zSUh7`=^W_wC98ykUB#0h6Yzy;U~`$*SR|O7cXpmdWWGhl@wWAzAcjuc$d}-0Uw*a7 z;^!c0d5{gM3R)bOBuAGe$(wqKvLiZH${&vur}N-ZIg$KfE*-dJ!7xzeA>eoeSfAL` z!QjKAh*`|0Hw)A*}VBmqEItLDA{2Lq=mpWRe`?&EL(zb4#=*caDpe-~y4dV-J00 zZRZ6gtL7geIXZ&Aw;~^5-`aw%gZ7>_fw_-~kVT6kBndREcow8YGDgTa>^q+iID=&t z2B|NPBuW$F0y)VuC_)w^l{76XSvr?Vmd1|~#ojYk(tU`M%`r%5vEF|rk9#oAw;1;g z%)`1w#sbW6auUcL7~`Fb%=cX|eq#D~YLy*bqNQ}tNVyta>37+knuT; zpUt*OKoEI>yp@4ZTahH#!EyY13jTJ1zr81J zuI0R&oHvT|;tnLpaQ`^zQ7cM@v%XfWLXwNP(<~3Un)q^yIPj2m)+Wxp$b}3Wz8*r3 ztwW4x$=~4-=P{u1%7i1(Rgcr39(|HC`%D zjg#ij!KK0etAAh&TaptPgSVCl>AEpOrmO^4Tu$x5&n@B96kM+_vE7^d+*r)~E#x?` z!j{DPZgcPn{(X_-a_j&H-v>%wmbcGOvdgr!#9sXCOLc0T$H<$2$xe$v7LR(bR3g%N z=c)aEv&dnm2w77A`2-{D2Z_A}4UpiYPJC4ZhR_dE3t-SCK&R z*v02V$nq^mVg(t#v(%EWx&99D-fG{eRk>#6a@0m2j!W6M$Hj4~oR*P)$B}EZf+Ei;###l7+`;${ zWF38HjGgUZ|4~Rb#4<*2j>{Zy-p82z<8hgi!y;1(S*Rz#%0(Hm8St|y$h*}*YRrjv$Qqi2Kf0VI zKAb^Pgmu-IeLw^1lK^7eP-=?J;QvK;N6V+Nb{Wuxx|cOso4HN-1^kzIRd+0?I6p^D zL^g`w4VwcVzJ#^PF?qI7W3Ud67f6xD(~{+M>m@)VWE{^U8 zBVNy5WF_(s%ecmJklIzmzja6iZAOZS7+>%pIp>&F&LSzWJAa~#?-VO8M6P?5lKSO*7tW zhg+o(eR#2vz0v_{2pbY8QxnBHHD262Vx?foNSQ)yxt9KA@&=LT+__vMyej*p8tk>0 zgHp_=u`{v3pSr9+_r-7ajprxFE^JCXX3d>yL%+G_?rz||zR1Xslh*eJr~jNR2TvkF z(KAVEY)urW+p#h<#x7r|M+@Auf}PX8p}QO=F+OXL60_*%Hpb=zW9W`ww0UZkIoGsEh9cXAYSYvUX147CpqpZF?aYi?(sT8DrTTY&57R-KcWv4n^#yV>{NAfHKL3*VgE_G4)7ZQ>9RG>?rlTI>ItPm&iBX08$GmJ~ zyjS{>U-yA5H;t3EW5A!gMvLuqlx*)CDHGT?hBUWJVHdkBFKm|+)TftzwMjhtpB=2( zSk~wZ)?K#q)VoNdjBJu5ztu{Vcg5mm-}h*wSE!r5A$@>vZJpboAu<%-oEr7 zYsTjS10uvW5hQy75>~6(4>nJdJIJPOZO@*pRjkx)z*_xem2wl%q^(Khd`aNbw4 zB_f_hPGL>eW<4>NLy0MmnQM<2q&=9Y>%@CUF8RIz8Ky17eMdZzBw2bjK{6-C$urkj z366}GsPj=$m)vXK!d~0eF2jDZi_1s$=97?;dW(+@CXeUmIRxXCcmzD2Yh5mZ>`nn> zDX6~!U*H3GiKREV2eGXe{x#s;A8{=Q$1E*R%}N^`dybi|DKhC*vScZqEGt_iiC51A zS(i0Ne(7ar-^<>Cy5ZCbBx824HkPr+!vAN@B3{k5ip=Br$6{(J;>+ueJm=Vj-yT3> z10UQM&)ncw!||(NV!Jzi?~ac)-Gk%~V-ahKkeAG*H~#O<+y`bwMu9%f-V!4XTSUpV zwa761NSx>%Aq#TggUCPhdPq(90BMw`$V9wDej)>PMWG0}RUgS7_WNCjG9NbfL&y{? z@Jp1-3*w}Hi)i_L7fGH@$e1wqy<@2JY3n;`zh8;19Vb!a6K7qh`S;VOY%7>^V&j>; ztoxf5^^tsJwqzP$r?-BU+7~&}X&pd+|$C#v{|0~xJXE*S?YIcfr z4oH!Q)RrD=ljTR`vkVQXYmqMfRw7C&@a$-NPvo<5+ho>F`X7a43**+BdfICXQc3*0 zwwtwf1i7bJ#+;l~_Y(f$fz(|$e5NxpEM1ZKA>LLZel!RnUJqm)jth`owjt zDa83`WEs{X;Wr&wtWoT5hR`3zsw3^6%bGh(+rQE75_`y@N6E2vatVEYeT6lBi#h#` zT=WQ;OyYV;Z}PGa{?9#g6XQz-BkRXHchvOn7@O8yuhmTQ5WXHaK1p;!q8xe`D?`57 zrLBqlQ!GO6?YGD#Wa<3IA}Kc#Ig>HS79%HjV zPn5Lo3DTr=yu2M2D<#O;Pm#1d#(g`iAbu5RZZA^DAx-y@z0g_g2(omyqN&5~TckaE zfGI`s^QqCY1(}Pn_;Vz_)d88v0m!uc7Kj91cZ+oPw8)8`7P*Y1%GXWEozRv%NZJjh zUTcWGp`JSQ?zotcNvWM4*_J#ODaW(O-PCU9soe&$2X9`O=SS?rPnIA?m$pe5=2FTg z#Y!a0u(k=(zebc~pzbm+vdND;Q&?bNkN<_e6k~kvI_rmd-h{QhMjpOP4gZ{2^Og0H z*(RN+z2g?ANTVSsVsb&^ZDFzuKAj}ncP7f3s95<_FiPCo+L2=7zRJ2_KNtCeYvN-L z`MVd)>viTe+im9iG52{#UH2V7rjDcp3mJ&l6^Recl4XH8NrF4YOD3Lo)HoMGX{>rzYeV3_6mQhcT z4-*C=-`GDwvJOIqWEAb0h6F2hNrU}7>!o%-J~v5zNK4G9mmuko+`XJPR;DILOXBS) z*_k6s+&|f+;&!BLW00Yu9S(`aDwmMLia=^*D{_U%L8X~R+?&KTc}^c5g52VaM2SBa zFK5{A*WDN`H>*d<1v~o*Z@Yx^45kMC82b&$H*#Y;_6`pDt+ZV4ri~myn+ox}-=$Gv zcYA0vzLH-PjHYa*Ks832)ChVNHvy!Pui7_y&R4c5bcn44wmtRuh@e_Y~yS4 zXTZg3^40k9APqhZ!2Av1yH5Pnu6pFQhb~#+qro0V?e{W3M|cHk@y@(C^Nva9E2#B& zFr2;M5h-RZ#@GC>=R|U&Zm^#060Dt#^w}Q-!H=K&eKqH-Af3+F@4dKxt=vcs@YVU# zpi^_*f;Av8Sf}#U`emWW3xH-GV(ik)21j4QSL?Ca$P{#016IBOlztL27a+menjx*g zSKnR1x&zE0@ca3S|4n3KKJb=pr(j+D)vPzUm)m*1{=bFs;f=f}x`V`l9@U)-O3U@i zEdfPGMxqEPQWCgWmb_rxZ-cbl!yq-^LB@o8tq3*gE?<+*1!*4#&eXFKZx1czug=v2 zbPHdp&jQl+(}^Ih$XD@aj6~vL94Ib0S`$}3R|Hqc0JeEMNGF^@LM1s!*R|tK^DRN~ z8iJu#H|ysLyp0ze!SW5{;xS*x-{h%lCVQ*@RbRb0&8T0}gOJ!9?PR>8%-Z8JXv9_C zID8r;D-vXdz73qpn}NY=-hi<5;aXo_<4^cqHL%*|cR(`mukc?P*94H2UP#t#02Q$z zp#Wyv2Fzp*sOBl~kgQ-Vcfr1&#RO|V3z8uRK^QU37Fmo< zChao^oMS3zp2=4aj5lhQdO;dF2pr)9I8bZ)3AU{_K)s!j=qShis_>@T^1-^Adv{I) z)^Z<|5UGIsFS_W!lkRHi;iCt9jk;l2fZA^b>c@9MdU=CMuV(>CX#^_nV^-rF#_kk| z2>r-}A0`SYM+>go1nC3(x4Ny1E^7elm)~3Gmhsb9`~0<4-aw5U8-xT6QVnH67l$L~ zu+gmNSXcM(vz4?bLw(k1yI>8*|1BUQi})O~!A(o1xakR3Pc1swR}*;S?XZ+UU5}4M z)yFr-fYi+ckDiT0Kp2=z4{-nX$Q@KV;|5-FcBLlN2{#7E%+I4*S#5}t1kxWxH;{$N81iM zF-s@?cC)*#ehEVJf%TayP_H}2xMowuku?GZu^bq=krLab) zjmB57s8PJ_8Ep8G%|pFEc&XoWUoEo5s5zhdYvm6CTJc(-)&gT+`z=V5K=>T!dKcEp zh-x6HKbmx1Cgd=<@As=gTJuzprXS{}*Y>;V!g8Lvb)TOODZyKl`8o_F;2R;R|v#eRLnmU3!c@ulUo^tmC0qa5kh)?<7b7nn^$u^M-lBo} zq6hKXajt&B)t`0IsQ zf!Z%6NV9>IF2zq96eKQy@|n+>G;yyKc5EEJZsX+@h0uKpMDXO=g$V;8-rX`Z{ns0e{XKmli<9Q@Z}xgj-x?ntAR|e z0i6qF9LIpod4s#1U>vVACi5J539RaE6~?7BZ@@0>h#jmk)>47DCOt^L=#`8QTJS%U zo9>EZeP;900aJ|{5FMnI$rF~hth*vyuXL~$D~X@6wtr)OYY^umo`P>(1P8PrFG8$q zHvufMKVtv}JGz;Nu8i^2o!&lLKgCaPmkZGGmjZPx{vGPex+KR8!Tyj?dU{#}0y>+Ova(;>RQ3 zvHtEOhd@3VaGJNj-w)7B=|IxBSF7G;Jxq>TM%{9C33-@UCqo&(j%J-&6iK%?V7$!B ziXie7>u^so{5UfbYp*$%obGwjtfR?&*AAPt_HNp}6}ge^Anv<(dwM1049bAOx`e1( zA>=2hn|}ELX^OHT$Q213i?``emGW=lSNg51WqHNpCRDbgf!g7xMv!J5SJ zA?bs)JNVtpyXo((PTI`j#R=DJ=IT8ZY z3YItfD*g`g=-Zjvss(jfc~H|#uUpCse2R}N5U$tn;dE~ZF zxv4YKlGlvXDBY+hSXV8%)(L#5<4?>5$Gj_I){GoCE(39y`76)-ePBKN5`SlBV5}Gi z13yoK>Bhdt|1MCQZ30inZ=VnwpApOFv8Jwn1_dU6kKatY8K)mZXrCt-XBH%#s(I*@ zEuOl+t&g5@GwNr2YT)c3-8MZ)uWvvS4CK; z^%T~VxLcN5fwjA7n_0U~#vg}}d+&Se-lGAU)Yq&zi1!UHA?Zi$T?2%=n=2A0ZpdO_ zponEC_wl(JVAD;I47jugoO)%5c34b&nvHD0B#`|P$b}%CP|Pbt z*MeO8HbVwtv4>uN?4_O~{WSNeKpn8!q^DOQXHz~{dyPN}Xd8Jo4(Ww+;Iy=*3wHc$ zu)a#Bu8yRpIE)|eA(xQLP8AB&0LJR-a&itn9MqBa1|!uFirmKlq>B0>SJ4yy4hqpj zw4oaa`Ir{$G3Z;ZIw9cnNN~OAuElB~tMH4jZn+VtE2!T*W^?a5)P$^|Dy*#xtf6GS z`hBMaX*FV;);wH>+cql37I*6e;UT=Be{1M?cWxn^TI*TLC`CX6M0+8Y%AKYfH4$yzUv8?9_%+vS~T{b#I9}Py9 z5^Vi5X#8mAwlCKjKr9$B9chlKNZ>GM+qhR-j=ecFL?1JLE{tb^0NS>uvyLC*q07h< zH5VX_lEq(}q{l~_lDDno-E_!UPdp%&6$wX%iTz#07f1!X#1Hwoh<~?aF1Aybd&eXFa+Lid^Y4%~ zD2Q#|f+W;Ba^VW*g|R9#8H|4jajge2(Jw@=e?fNU1u^jmq~bxhllq1wQDTFIK>daXEa*Fe^oIYhJ4 z-Zt5gA*|%5MFahH1ncsNC;Kb*VP6h_DqlmM@{&pKP%DhsZqh;IHeYJq`K?$(0Neu!pdoDGrqIAf7*6_P4OKMg@jC)QS=omE)dmC5Tbi2wD{A)7;9=s=CMb{f(dz1aH_|KDfxKz@#V-4{uKNxu5H zw^1*#FTGEFb~z$Q>kVSx!+x}(2`Rt^CY?o$>_Utj1Li%E82P!7NqvZq!!kN#W@tNp zf0Q|nSVlZ!p1N#ht!zfNWG&J;OPKc=tdlX!FKc5capjsfzLeNe(-^vH(o}aH*WXL; zX7|+vUjsBxs9A%J)J#!4vv`kGLjht%dHP))`JkF1+NlQDsfq+uIgIh#oCn{^!n#R| zpPa>iqL8E5hrevXch@6hfp7N0hc}dlBbN#kXnO)@=TIux_9h zrcXUDAdSWN^&$tJYl0jB`Kusx(!g@mPt+Yfe?XpqJlBYEuW|#q!881v(#~wN-$>knNuZhykQ+0rXcUb+z-W{y9Kg_k;`iTi%~~y zruMfYg|-rj$29mgb9S-=H6ZyUpOLu9nvLS~{%*_@@vdcaas$3zpZIR5NW8w>R%>~8 z(1E!+BM;Uc={ojK1-;Z()=!@v4boQosIvpfHPlsIe?zu{d%VnvEJj}P4gRny7uU#4 zd?An6p0OV#76xDDSw$n_bW>_R?&pTJB*r@A?y}Y5Sng|cK@N-a>u~Ps??|}fW1p(A zRy$Iw28HOjQ1bF%V*CL7iS=ru&l%i9sDY_z>l24K_BrQtD2Ox*ZCR3oSegmhopd2u zl{Ij28a3urenZ|8qB$@3oB#dLX23s#9hB4aaf?KpU#gB)KkQk zRr&CrMm!UtzB|>NX9xIZL43wk1^Kw*W?h6|_Wi>1BVyj^NRwtDzqR=0uC?lVYB8g? z9&6&OMVlM-%B%og#J)NUF)U&W=boarI*Y7DH2Zybw^f-HB>X#0`c&Odx zqt(w-!yToTXODgI81l)tkof$Bq@H7(8ShN^L10$=lQFmPdoSic{|$2CnP9ai@!Y}M zMm0lwT`{b)-ul*E<8ONC=M3IjoIP%plRRr=Z+7eFU~RmD=UTMk$ZdyAEz-^8)t|Ul zuu$F^J1v6$gPF;@mz9VdwpHQRm%_Vs*Ojx>47*;jj(7Ron}6p&om`i1y9nc@?!({+a9{3nPF10SS;hW?gZOak_yt z-(9mNJt8KtPZ&xKm=8Z`U&u?>vPV9(-Kf=gPIQhqUVuG$^HS6XLy%RO_=l|DMC$S? ziZmfHY##CB$qDvw2Z<4zi1Wm+WUHIzT;Zt~kk9GeG*Cy7%O(XQNyr@SoXehT4z>F< zd}AzgJb)S=AIVSN*zR;jL zawt4=s8oqszBILJG2~vEtN}2_D+l18FjcG|D!kPAe6lRT~HD!F0?q z&%PQw3Q{lf*nV=_GwOi0)c^h2OGi1g*ZzWZBG10=@cgwxRuA2dG|HjDo?11Bk3Ko- zryq+UzqUV6@0|?P-R-!ZEl3yfOk`aiWQo{67`V<9e%2^}ta5gqSENH4<})%c|C=;Q za7Tl+&PWGV@Ym6rz0C~P`9*(68^F!NFu|N0pRJqQg9Z0-{LRL{!yUiF1aoqHwq6Bg zy7@cGbd!JEuyDukF~OW1pRLu9L>O1kagDHlh3?#L3Gz_q&)c#J>58XM97xJP$Ahvl z7M_NG-_|rg8LU~RI@&UaKL5LZFQ?y^YySH-jc;MFI#+UBC!99@`*z(1na^?G(Z_$+ zzlO-s+-d#$ywa}SSn9MdC+!<}GxZRqA)s0NvZdbm)oW_7#{Q6c*L#Vd%=mqMq|W#y z<1c?SeChJ`y~4py@u>U^i%ZUMJf0y+L=lD5T7#4~dF;`5mYM2Y=j5%R987mtW zj)h@@IXOOCtJXJIhn#Y>>z`j^B2pX0COWS1_wId(^AaaJ&if1PEMc$?`@wPS9QqT6 z{qy#YXWcmWc3jJq>-@bocSW9R^*qP9yE!);`}gf}u4J%|HU7162*uAwk8~XS&-;H7 zUyMHJxW-A^Z^KfrFAeF-4S&bAow)8ze9VT0JA4fj%*pZD8p=41oB!XBD@T7D4R;)u zdTnfgEXl=Aj%)tCx$j@mV4dRSIByPp3&TP&Bj$?zy=(PGlE`PB<63|J+|}g_*3ZrV z*}1i;?S^7 z!~U}kKe#Z)PL5;${FrwJ(B(KsJO5p~9x{$Uw{qO88f|jH{(Jl4X`f{LpU3YiNdJvh zj&=#x`s>%U7dKcl=5$>1ueG5#k}jEfuhu`Ai|@#{yuaZ%_rLdby)$urlH=I_oTr|j z3RpXz`CXodc@)eE3$wQVP{7(Y@_&|7sm0&6*i%n-qJBMt_16T)xY-!*-B>s_2MfbO zF(c-R304hr!JIKC?9ctH7dh7Bj^nx~InIXd#=@~VSQr+H88KH(uxgkK=8QREe}3)r ztiRo}{`y=${Mle_*(&vFsL|AT4?a8YA5J^xU}0D&X2e`E!Kz^{m^0>t{ds=^kz~kU zIQ6bKjy*)iypI0v=Dy+B94rhA#f+FMCRjDh1#`xnus?5Ou2M)Cx;WbS-;X_+6)BqT zzxzDboP&j7p_mbK#RRK{xnRzi6ZYr#u2+LS(bCi#pHu8%CjGvLnZtd|%Km*a~0KKhD?l>w*K^;49=Q*odp(-+bM@Bj?_~XO)~!_`3OP&}*=O zf*Fx30L4Ai$N~}tKHA(O?%=7>9YIk+R4W94u7au7LE_~6Qr<$loj1Xj2Gg6tn>n4q ztd4-Rjt3j}M^>dP2y7P+2ycs6`hY-yWmtDwq{JEIQeJ?_nv-Se%tTpQE?!3Oi;>Jn zqQqxYq?nu{r5C7LK~V3trS0OE0R-U#Z&ZGQ)WAubv|fU=fEyT*3)m{{oe1tQAKduy z;YhjH82sx2;{w+9_#hGz>%izae#~r}%m+Wkn)(%er9paifdSfA=hV#JGe~Az;?)QYR?pr{o zn)3I8b7Q2gf3$dajFL6=BY8V1SgYlaH_q?L50>-fkFU_jfJZ-{46?%4|0f26F9t?P zzW2z++_A}{6EJeA{1kL!0g?uR_-ldUT#w(KL298mk|FUmIUi)VIL97CPNeBOq+6np zv0;4sFJnCC*(7{AQUVh|VHo3zv@O`%Cf!n^WL9V1W?j)PA7gCNk2&7ln|Y#qAP!(@@Dsn$Q-on zjl_@IlA{1JG@v%GKyEDek(r1}k}4~cWRE#fnkhE)pW~(Pn^<`U z{&%2Wv^2{CDvo5r&3M*aIA};iaOR9w5s=2Mpo0s+Od8_TcGk}F9>^jDfz0<#k*-Li zl+DdsmkT7zi(`p$sd}6Yz7r)^x<<-ykj5*Ikg;L?Z0HB>?~ZhcD?Wz5&Ex0o4mL^O zf`8)^?)b|P19Bu2lf)-KINjm|-fSEvFHgqE*N|vA!TQL_7yQq-?q*>DmdYrJ`}t2IM$*u4wS8 zC^=9%Ql4?GjT`JzpcTk3{#d`HP3&{P)QebUO%iWj24T8H{8~=zvpFg7H0jQ%2+0n<)#?O@ZVLG8SulFmXas$0 za|0ag9&c}F{+*fsA3uU&k?#(G@)f~+!3!Td^BJRzbj?fsAem0(CZmUHP*%P0Ss?%QuSr z0e_xu9(a6C$KG@vG$_axG)>h@Yd6gM&vSnM0r2kzWUrXM^jJKN7)0@uMZI zzu;@2v9zNTYvJi3Bm{O754VA1lV9%g(`Oe*@P6iw`KlFVm0QWkqTo-D@TDkxspQUh zDHjwYKjw@SO;3EEWs_*)om&OuTtE`th;{P{v);*>pU4}N$(aW7*y*gq{tU=Rtpqz= z93g|K8?s|J<|A{(zXz|P_S%MIl{G?q=v(&1N%9aWsiqebq)l?X9DEQfRZm7rp>5Pl zw0m&_Fv3p}at--|RrrN3eb3H(j^XEb#-(}$_#dC0`8;4OvPI0_27X?oPO&lnt+@9z zd|(1&*N`|nxLlOH*uz@w%6i;@uQdg=%>o|z#3EVlQtN?>S9t>hn*q6n!Vz+-I#LEL z@iXemLTz}{eJhI?Ks#6Q`9lYbVie~g5}<3-Q_u8 zk$0@S5}>-fUbF5Bu!ie^*>_-0kwWoLW0B$+En)%@wHhpvzOqGzw71B~-qfcPEi!UZ zl3eHwmKj3coF5Oe93%HHMM_h5yX+3O%j;WUs1BbCAQqGWnf->`&%+4$d<}^QVn>?O z%mcBbHF2XqIPX&=Sk7_JxO^4~scI1-tE>?)bN3ioT?47Vs?;s`#1Yn5AJ%(tXRy}@iX$9O97;TO7VB<%iiSf zQyyURW@JVdBuP@kL|J8v71w4_QX||hxh~k`B{f;?vPc6uA+g3@AnGPQK%Nld=saT4 z;uoOqpTNbzcbliRNy+W8^7e6*#C2e8k(2Ln+yngk04Vlc+Fz3P&BlEA{CXPW!|zYh z)=}%Z)^_OJ{@|GoCfisdek2=(t>Zh zVJ(hO^BpICN79Z2VhYDBxk6oj8wrs5jDKURylG{XUHGdrW1eXkd2%LuCfdJ@^}CUK zdW9v*hwkyxEIvlIQ3KT(ghbvka$g@1XvVw)*Rj?_3Wgk%hB(`;1+kzL_a}z0B=&9% zqt5#UELs@jW=QLBKYLrokYlzpUt_ti6LYeq6(E?jt+!8bA6(y!*;H-6e+KL!#snIr=5o zFR>y^2K+J)zEhexrq6AfGJcbhmRJxWA*;y`yCdWk@iP~>v@ri3M4rh*{OFt$_5qW-EZ)4)NqIG3gR<>1xVB>yws&SoSb?D29T zdz?&1cCN{^DCvuQ!oBl$S;YEm{2APwx^&ZBn-o6F-i7*f5qp!7_%#}z@%|;dk9DC682q{L)yv^^b z?nHLu2=ZabQe>%|B$wk8C0nILY0)oMhO^Il@;G?iC^XWi8WD~epf}BgK_t3 z!te2;X!^9ICz$^bV!~L~BKL}?9*^D=A?+FS@yy>j;zqxjv2v<;v{cM&m*a2nNqpUv z>uk+UefSy)w`&m+M;t2>#~jioEAx|y@h=}kJr6pb(lklRAxYHU9w)ia#K=LHXlaV< zz}frAKq8CM3M{?j7xvK?*`EzT0`jI+%Fwn6%*S5F;Rt;$Lfd*~VI0#_vohCjm`f8m z){1|*JwsZHc7`}1QIL~8QZan725T4pdQE&R)Fwq9AdS+{C0SZ`MV1EHgFTa@Wlwv% z1e?M5$%{_EBI&b>JrV09{Q~Ogxzxn-LFQQxi&wE;Hc`jzBc@oWDVV1+R(y>39l;na ze?$JFO*xs94EX38a$i3DxNsu575}_O8$YIH+}S_1D}j815!}6hq=b7?-{<98p43FS zIrcqu;4_PC!CsJ$;=WqsPIi2>B+n39BiS>Qe9F4WvL#8zn3AOUs{~n))Av2x}BKUm71_>l_c?PmM9&l z3EO0hmG{W5HAB*>WjM89W@0{Z^bN7&wL4=|AITVec`>j?V1X>F49 zZl5HP0~2Lmop|wei;xIJCK>$%(d~iaPr|d=4sU^KGXKT z`|^;u`i$8Aiu}P?W#rz?xOZeAawukU68Fy? zO3WTYzZsiMzffn+A>J?K*&ec?qsNo0Mj*X-)h=E6Tf94K?v6#)A&*jJjYTRUCAV-T z&*YGjySL9G2jh@R;qOm!AX!)k*t(#F;c!-l#EzRTdb1Ct%5?Rs4#3oPtwhq64 znFBxgh}7H@V#{5gncl+3Zd>K~J!&a_cl8~6vGg`6!=C&q`{Y*(Q{>Lj6e&<5Me0vY zmIJX#5>OJkv;)+Mvm>P^lCcG*P?tC0SrzBFzqd;MM_i9Oifc{@4aMsgEWfM=|rh~EJli7h?M44*~^94<=``(!>zK3X9)ZDpQ+vI z@qCN;;ExrlMVzh89*56Y=$A)D*7*NN+gV0Om2K@hxI0wi1b26z6L$gu;+{$ccemgU zK^rHyyEag%s<`6r?(WWgivDrOH_rXeIo+Mh7;~hk+I#J_rmsEr`|c5D8Nz+qnKjJv zyno>5;b|m*gO`gjmr%G^WqWKRwiDJmc&6(@}^&;Jqv1JGr!4X8gD!J#1@oN1i04P1O9T&AB3ml@>YhRo?ObN8hG`9+P= z^cirKlODP>)JKc*R?+*wONa58c=v_C+LD11@Cg2x_q^>E*x%kyCUtrTRSJ*jcLe4U z1q3oHkL|}X6R3#>Sv$Iq=i zs=pV=)hZtK=aKu|Mxe%xpiU_O^z{dH3Lm>^G2W6suBML;f99t@@&{_m3Pw#nWz@s< zg0$;cAV$D1Vj1ty`5;Ymhqqhv_ z*H;BP-5l7YGt>b-=*onSdO=SBOybHAAl9QzK+d5~0d~-T8t~Amzyha0VKM@Wh@M8> z+>y70GnXj_qq+hidC-$b{C9Hw3qZbs8w`HQqxO%1Y48~SlL#Qc%YbosGuKwYP&+XW z@Ra9MjoN`RADfI?v?Z`wV0908EWXm+KrIDL!}u$K`XP{GI`Ei1u(JI;a(|`>kKXgx zd|VShO*7eFohAk7q%wgz0!oLoj8PI8(s^KO>$~t+J;(cHG-{DY!191Wl9i!s+cKpZ{+$$J3wy@ZEe%k8DvfCw(F?Wg%(256b*Kr+Svr@&qv zY*5fxptd;()O{0B*7-nRhCr#&jwbWfwYV_X%-;t6M(R!0eYGK9B<7%0lh;Eu+4DJ0j}h?2ODhz=DZO|u0PZ(TY-4r z0^aZg2v{b5N9sC2neiOReF6{*d};9{Y|u48&DR5UuLIOCP6+VoDuVA7#n-+qg> z!hWD&i-G1$0=_&EdW9ya0<^a)o znu^a4@prDf6QrVq5?p$%RwVhkvHa+{qqgZaVuQZ_lAq+U*oQWJNjs*LH=4Y zSD=Ogh0}siv;aw|=nXxC0 zmfz;CmtOm7jp|VD%m-Eqr02;o@-aTz?sJenNN3Uuz{ln?&*n&5KF9Ihrmy6mH^6eA zLN|~OIPed~B(J{$s^$2=q~EVX(?dOY(4w2ZDB!BMhIs4tLr^eH3(z^619hacQOEAa z7l1v6mjzx#Ja!@8%AbM)<{dN&8Gui7y%E{Cc3S>&z4ztaw81{!y4=W99~yo1rH`M^ zdEu|)KL==EphE|Pp&;sP)JH(Rmf|m#vcUEnjhZGeFiQuh4uBo~AdVZJhuWs6w}#yJ z)$@V=>N+GqoQD4Y1ZPK&qb^ zb?tTLNL&TYbkU1xUA5Y656v^!PZwkXIy#9uaydxvy(TYz;5=-W{Dk$9_o9gNUDUgo zl#O_>Rx1)o!ME@WSyX&fH(0BPLcgFxduZ?(axwD`T;cqy447s z9IIf|k>!A1mxMwFSeJJWqo!wl)1jdG<8h!Ch;vb=uP$1uy1Nz%_tx(b{yHQyP;Z|B z9!*{xLH%ginrkYQO0|I^Qb*i!1?k$)ye%6Db*m%TawYnk0d+=I-tJC5>BKROsWpM< zWFIx+WCqqp?Y#a5_%u3spWv*A#`aK`@ow7bqlc!h?XSjRfx5pDa6%ik893o5V2Wn? zlG*epUb&z*$O?27UrqqJ7)5`Qk9y-lP1#0mX-#dsgC7iU2mB44dM_ZaEaYwAbAVBf z0}5&c9!gC}0*d$a7Ir=d{TTk+5PhG%2D~^SNIwCmtGtWaxE>mqQ>MM0HHk$)k72z-^>+) zwHN**tm6`JOapz^nC?(S)$!L(_+~R=x_@P0jpV)LIpmj>#PMqK-f}3E=gk(SF+k^bCHo1^d0rLv1esyT;?b!WF;S`BQn(FE!T z*Lg#&?2S&JQb)FQq7Q3M4r~N9TmyPKw*cKy8vnxoJv!4T4u5F&J>k@0uiRdO7 zcrkl}w-G>a>BS;8Q)ltL8}m5!v#*BV3(%0I^pW`FCSo!Shkh;N%THDemf zu?MLetkJ|$XJKtX(tERxen7`h5_hZ6L4A&MPY;~k!ClK9_0rO<{nbPb*h2q);3GA; zaIogB6s!)!+*S12kiQqJK+nS1?TOpBd7w++e6O#p@2yE!tb>we4G{L<8GAPLGvkQY zzQI}p2>uLWxFpvvRTtkcj*3_9v$*9G=n&U$Q9$pe$21DU|MTx%Q0UgX%I-q_BcTmsC!d4RLNiEz{E zpP<_~>#5)9%V**HAG<*{7z1q$dGTr)p!w*wG~*iam)}}L8-d-s@m&w70_K*2(u>+v zfgBYaX!=FRwuXMQJ#}Ts9{QH`&>PaTkGKnzAN?E1r3)@X%SBJ_fKQCx#lDCfR3{Xe z^;#%-khqoT9X)jl4b~OYumkILMpvityTLuM|Epl_dp{VOMd)pkp)D}umj_wTZO%Q1 z4r0ljM;YsIuny$+IZ46l8i$P{gZ0z#V4cFTS+)UBUk1I&9B2rpKvR{P(h4?veF&ut$O4f zpv#3)1Lyt{sM$NXs_l-e_J8WG9yh$T!eD=GvLaA(ac(5Fa6P%~8*-=NpLO#|Ci3A^ zqnZ++T-gZ3dJNa_1rE&~GhIs$ZC%1sYqTK$wDr^3qsXbd+4B^lzO;k>D1fy?hj4*4 zcp{znJSiAz1@yng85$gXp$Yb%SQA}5qE23c1_(WmMc?nx!-mDg>j&2B?ys>;jr!#+ zYp6!Q(Ud$$ZBIvzy`P@F#TDo*b{qBQWO^evqh4k|I+y;z^{cA}G<4G$c|COMYH!`} z(^vPO^Vi0g0(5bC=oB`Q^XUO1dO@wp{xpdG`!46*qo>-Fje5d&t4%E-~CEl7sKyAmV|<$GPDuo&=TZ;pz_dd6h}9|(br`r-st6~d@$)O zd~DLuVC{p?lw=;$m`{CtvwI>GGx%(}2#&=+3*mR`i38uc&{K@ZzliyqP5re(WPo1I zNWZv~edTv*1a)+9aq19qn7+`=|3^?`zhxo!rlyyokL`&Mbh>BML3>^Fdm~ph%=6G) zC4Kc~vcGoTX4Ey*^m#GF>Ph^C-sB3kzR5ml#MS}%r?)vvPczj7Z3@1%zBqYkaFYy?qYGOOqYnS!t)~!nW9Y(=6h368D{kLGMKE*o03nY44$L5`45aRDpw7 zr;VBrKrY`@0h_m`kLr%Edtw`6wv#*gvKuw0BXlFp8LKX|N!Ye`S#o!!4ti&OCylJu zRS$LRp(6{qX|sAB>fGN~!+Nv-pf~t3%%q3R+#9=3?*C>|uZ+~HtoQ`}Ffbj|LVTBv zJ(BxPllJ63#xU}2AlFz&9hihPs}ro%Yfz^u;Zvod#v(SIa~|J zZG!cT3-QPLuJ$6|^ra^Bp$6c~m3*OmVND?%6Tz5%_~_?S&=}|9cjhvac@)MsH_+#H zCI)g6D{skh!T6lh7~*0C`Hc9#zYO(2ns=&?4&DsaMP+P2 zulq1Ny66^uUEg6%zhd@kJhf=2_ z)Rtj~?G&Z-ru2^SoZDp)`x^dEqcIec3SLF2OZ?u zRmT){QR{s-t-aS%$E5Ptqg_~MB=?MZa9@l5s7tg-CtNYvbJ07mU36<}54{=ZtH;R2+g2KNa7}7ScWmQJzwVE1z3JcClg#TB zq|F#FBm2me_{k;4JpbOPWgn4;8uZXH$K3SUBwy`O1|0pZ^2l`4iJK89cMX+&bWB-4^}gY+Z88UHheLt7nmpP(EqftH zawz$2WeM&Z7}#I)-Md$T`jz{*F5FxC85gL7v%6{MMs9j3#9dpD^V0USeAO4)tGC0+ zarENR2f2s#EKoP3=YApgMtpLi%WT{iPDj7-iMqc_`ekivwx2W;$Z)58QjBQS+?IkehBjzfcPR#h#>#{Jd?Vxwz>9ktc)9G z9~%+G!T#BDwx+?dWVL-RfBzZ{+8Zp%ZvT9)x2qT|S%%x^63QC?*}9i>Gg$U-_~&yf z=4G&ad}JRdj5+=Dd3|nTuq1r6ukoL)&+KlnJURc%uFPu>k}~t#+sI&1#x$&G^qQ43$H{KafgJtdm`*@D{ zOisiBxkWCpB4PHNfC%DX|7^7xEd^(GNs&loLJAeJ1I9_Usr?082M{F z`}&dptBd)L2FsMRDW{8&3Kg3{(PiLQd2sRyn_##e-Ak`2@-IMoEP3`<mzpfMG{Ixk7$-x!w+Rxp?xnamZpO0^OgTA;J>ckW1PR#e4b`NKXBSh&#NEO+_G?vRPL9Zbp5N($)R_zRYya!Ks-wRte)jQ% zvHtrp+Z8idI)AZ``QOc;_3+H$hz z95?+}{BzxZuB(D243={_?dwUI`4w<6SQ3ww;dUmH7YT=T7ti<9pf1c0!MWR6`t*|7?Q|_*9X6 z_H#oxegNW&{Pl6>7d2R>zDqe<-o}<`Q_z;#S{N)rjwxfy+T5SnHt_$CEep~wp8C~u zhGBCiH(d`x^K#j_ksPvo}YGIrp$VW6SGGW?eqJ4er)t%&+)a! zpVTO$fy=qNCCG~ByjgUAgp4l>Oa%zi5#Z{(d9>dt5hw&x4f1mP-$KO9$WHJ!?v{|7M0fJrzXzD2! zvp7O)a?Fpn%m$m~)&R5Q;_b7Ir<o@z&aV}SHcut^EtoV)O&RWbp+-gbbu&#t%18XzOx=UREAF|dH4KyZLcJ?&tX zQa^yV90Y0#1m=Se@WV_%h?04fek*SoogXeAxK1_3_u!HGPV0G$e=cuRodi^WEN_$^ z4Fq`PaSW*#hAf#o1ZNA}6sByrLdCdPZV>addB<7nI zDTAKUCtIb&F$5^|^0hpYKi?`@O;$#-@p3LMPKFhVl|s*>r1&td!JC`UZUA1w zF{9f-SJD{x1#pb^$eae~iN9-VK#fwyDno#6Pek|OK)Ih3w#pR#f21VmmIM9)g+Wpm z^uY0*fNh-O_?{)KQn0vH7W3E0|C1`>XN=XQ9%FHxN{Ck@s7NaD=Gm7}kwid)vJF23 z8d7};R1WC4-4v^Q9u7nVs*=9GP^FBF6hGc}8v|r(*)C{1CRwGPD|P`ka=k1ty+XXj zH?>uYoCm@QgyK1{q`1Pd5`8{OUP1pba}1Dr-gJKH1G=%WuEp3NzsNcWSj+(C&foor zsUPs$Am-_Zj|@wao9h$gdy80UvMWkv<&Bj0%_8K^S(~I?Zj;7CY*Np~CS&lGN>8B} zT5gqot)S~5u7a?gCBY(DiOVd&Om@u%>IZZ^O`kX!nj9?!??uYg9}(hMJwm*W*kmlQ zzqHug4}ZRrow?qyO5@q+xhX!K5m?YeU|YoU{VT-z(L^~uFHySIOptd~V&zmqlx*1) zA?bIb6X0HZ`$L&g4;WTKU}jl>cw~fjAS*Fr0RDw9eFt_@4)|Ig6K{Dh6EE}f#Y&ed z(b9Boq$F*QkboQ!lG+wG${`V073&j5(L4&6pNW4Dg@L?^49bRwqkpUtg- z^;P@RjxT@|{XQ;Hq(GvyS`{xojupDBJSBdR6KocvtB}(v|c&R-zTHLJ>LLV+3rC1;No29 z(DHs5_xX|_73;-ImfbNThohi2h?KQK5%PVzO^W*2 zWU1K1@wHXTkz2g+*V5#$Z4US!5TKvHi@t{fNyR=l<^oOfiIz*nq9jlv#rr0(q)S%0 zK+fu)ft-MzdSaJA##k6-k%Y-WyzM@H7vBTsdTU<1)B?&LVu_NCz{}ndXZ6uhsRlqu z3j?1@4>TGW^~R?_aqj_Jz8NmhuR!ww&B5uj_zPqFc8SDNwLr9J*GP0p98?Edn2NeV9CSkef#;xZ!+z({Q+sSO7kfM>4p#y{wBpnK zvjCyX7%58!;9JkA2}#r`;w0;Ks066Xy(dujsTG6BC#!2h2U38T%?>rs`EVH>1ymCl zblbh*QhFEg=-oiufV#Cmjt>D3p98#i0{Lw?d8AWY^mvktxo%{I^mM&SwM)85J*AjdAh`IH&cJO%BuNj9CCYye4!0P7ihi`vA-9 zOD?xV<2NB?kY4DhdL%sx;!8hr26=!Fw3rkwE4g-Eu6bhzG&md=h#z!p6(NhsiTNu4 zJ7q4dyM#;Q;>0z6F)1}~ZqEQ+0KPGi@Agy;m&%QyqiKha^#B4(pLx^OEDt@*(#{t+ zCs5Abea*6Wm{~SWggRv*5Z;|;$wKe=0(zB$#NI(-uzi$STuwv3ci$}YQ=yZxP!KTY zPa`yOS zLR?Qm!Gs@8sBD!g#9y)Iz@W)9_P5>df=VFMV<3&Upr9dl>;vwZh5WJi%W>HS6m=EX zoKXoXK`36VKET!K^EEWLwpmXdED_WKKG*jHsJej z>o@^W?;azsF=4)tasW32=_y4fO+cLVJv2G(ax zmXnK{?0;69=4O{^w0Dp6@BUcksyZ1rY z77qPGENeUg96X7f1wr)G_fhili47Vade1jdJ)Y+J5$N<7b?Gp6IzpV0FWoH6HJbX! zxs5K9M_5DXWAdxA?`gq)sU!6i{Wt1K%#H?bi_V*&@9UgDhx2+3PmuYe;-tYJ^k-Qj z@DqA3_E%AZso9;Ww@t`Tb%C=Zxf(-()Dl~D1?KLL?XZQ@B<6x{HsL>(*7Ok_s4e{N z!!;ww`PKT8TSjm#?ENJ?Nu~j<-G@IOgyvw+%r^j< z6s{3tWX{yLt-~yGk!v+tg#Ol2U$?Wa7suts^W*aB<#9O z7O8jzs)SqY5%Gm;^f&dtSY!w}rZGOU8$a(4WkjdX&_?`(-XjCo&qduW3Z%EXMN&6| zTA&kSEh5&b2ivxjH_4xNs-UP#P)m{bZ7b13& ziKC4#_?#M_%tx*)M$eK2H5EC@0m$$v&aHo!@t*@_{z9(KMlLQ%4Ag=S=NmLAU&G}- z-`C^saq?N-G|&%Z#{PMU)#CVP4PvD&e&Gq_3UWijgw4qht^L`+@Ee(i|GN zJM<@CqNx#wp}pH@70V{#pg%neF>!S)@yE3i!ijtO-4PoTMW8f^$(0~`E5(ZUyGZFk zzx41pHHu#P9P@e4{N1T3Z8lLe(T|y&_=$53`{^+(zag;D4RHp=0O|#TD~QA{N)JLO(m9FEEFT z4>_scOL8!MR`{K0$^BcDoU~eh`M*E@))L5nd~y4PlRP3_n_jjVj<%W8OmzijSp29)F-;php>-5g#^Ct)I|GBtaFyb!)962QGp_hJ19KTs45W zv93oq{MHxyypN@qB3~3sfP(ZoeF?tTlxsJ}ZxX0wOR&pE>~aYEZN&ekv4&^NaU!{Q zUlDX)fjmxUgQM7eEtDe76QQSs8U@;t$a7J09(svdGi-9>F;o%V*%OD8 zGkoYp$$6p+S*l-)V@*=Jm6XOTTb@`mgbvWcFg@(gI7V6C21uJINLM z?e!;F_Io7D2&hpWZb*_(52!T`iL%l;MlyeA|8NZI9C{vq;yB?deOV0qSNvef5%SGZ z_A?gfs_=;sXQ@|rptO1coyAA$LqBQ~vDF+q)FqdHWFE$e{5}h+t|b!TA zW1mv?uvtbOF-ueK&ow&59)_N22YuP|O6=delbeQD{iC#-{X}$(6W|MDLuc7WbCw zaK8YV^Epv8DozHpjgUj?h|^FXZY@G_6J;V20fKCJ$z;MAV2BBvh_`txeb$L{*@#t4n6erLkY4nTeOr6 zj*t$};+Cpslb91$`92FOBIe$o*obJzUZ$Q^26JDnP9v-2ZNk2Q?=rFO7xbx9hMQ$d zSMR9`<(Q|w~o`V9Tyk+-a_=xv!{{EGbNA@W2M8AXmP6=C2QWXAEig!zdL z&Y^!849!SSD7TPG1Hz^ISpF`Aii>?xs`Jo6K4qT-9Z*)NQEE<&m+xO>_E?OYnz}ufy7P+~ zWou=3-4*DmQBWw@cqF?;D35wK0TvI8Z7q-SZ?;3-fDMNL?@4)500+%}r?5I4C(>EOt zRlq17)92B1b1z_xK0IpP1u7IEvFl0#R{%26n@8bq0NYs$WTHKf;YaQO`nn5<{^lUw zaLSv{XF!iKgvab%gY*=Tp5obol)nPDp43hETRpUTZC`!6-Cx^n;&Jo^M(ySZ&Bah? z0JZ?R04n4FwDZkf-gwI+@!5D}zGHgUT?nd^;y{TD169n=+CTZ|#kD|ncw~N-!K4kU zvECM}9cbY^A7}`IfZg;2V$c_=fPqj804XR1w7_pHaMe*JbsG-Eau9G>Bk(xjaK~E! z6$T2spU2mO(*)_=o={b=wwv)mTAKNcyM<1G9t0%==RE{08@NX@dU31^B&xJgyS6pz zGC$z7jJe+#hz4-6?Z9l8@u+>HOFa4xjf6AMkrKd^X4N+8IbceeN&>BeGGJa-U`NaS zw0L1?DKY?i?-8gyBcPtB!}p#>-Q@x`N&{$HICkJ$s3eZM)J!cNodxrycb8GAX zEbmH%AU%;EI7v?EKhpCV=wE?bMzt>RP}3kU?GWaptBd<Z6DD38XdG^?Z%) zE&wq(f1l-MVQTAR*iKdh4`gKdt^SKu0D90?~t-0v+G)gI{q? zul>C7_9*L11XBJ4Xc6;zkp*34!*7{qgLEbh-{_**-nnSsFYemxx{v1V?5~?E25Q1c z=qG@)T`dkY3Ej8>2|15X)GG?Sgc$7g1)sca)EU6sT5LD!53XH?H%2dU_tDh*{q%cp zXh)!8s<1Cm)1L^`qt65NR2gEU1JF0%q8rfv2B43JZU<^d{CQ?o8%>?G z){-t-rmMQEl{UsCSBRcq{E?vXuZ@;lM+32vdf?IYtbY?Pk97tf1oAT$cxUvOcoNeS<3@E zEeefG1|a^>wwxy3hDHbK)1!eJxt}?NL5ot;Rg2g6)WM(p^djp!-5a`!C?NIsgLJ}s z;P}Aro1yEn$kZRehM2F%8~hMIDRc=)6nP+9IPw3+S=T&w)pC=3G|Lx%%}J~;nE_-6 zoA=LW(n}>-V;N{4N6Z^=*|+zis~kI9dWKMemIin#DO5Z_23MjVNqI{561ZzgR4 z)Ntr)a{6N+TGWG*#OgZYvDdP0IuZzEc7GqK+`4w zVcUiu;(Id~d*X{A@(uZoYfk2R^~uRO9o=-mb~jzt-%|%Z@zD!qq1XU!RooV+!%aqA zH5=$8d9YebqkgOf{H`MOBt?ix;Fu-IU4cM>-k%B7+X>LuJo47_WBs)D5r6$-O@Q7i z2DFwq?Tr79euJ;Yp^ME%y)pwkGj?zjpvCy$a%{i%2l?@dhyJ|gr3at->6^Wbi$AYk zWz?9t&{ItSl1dKP=+2y4b8T|ziBeFl2wHCRlY_Zs3DUjf*GJ5C0}DAx?2SDTKzX!k6xS_wL(d;5H};b(tMppNvi@n-DQP&*WaO39Jy7NHK1 zW5Y9$Gd=v%q6H< zn0HlTH&rB1I`Zn|4fypkVt76=&3QehGR`DuxzKq{{w|zJ?c=x5V!)#DiNagWXK(K+j#vz~h9M?QpZ#Dta5A=0uwP1}b0|c`m=dq4H_)%G6^6Lg4?K9X8 z$)}#&qvo>qx8%Q)Q=vatNZ+=IdN_xgI*I;fI8-n_O*(@dxveF1DGhl${WRj8`8^tj zJy>Iwpdg*(4II%0nwKv0WJnmXYk1!F?E$?h`7rYt;)-0oWCM9~B0YpLNc*9ui4R=$c2+kv&T-ckQC@nh zg`cKRAE=|6LARsy55!Kt0ze`Q1NAKkMGXI+N#2V49;lsxMLwqPO}z-D@gy~{Aaoy} zn8Q`(g>NM+APz$CMQ1Nv7UHL&eFLxwYvX*nK zqbgAHC3BorMgV<{ch_7&-g@z3fI6IpdI*Sb7xo#G*nc>()`!qK+-w-Eub~kM=WhT| z^hQA6tCa)-PcAldTrxS}_wR0+$HQCAU!j`G0PQ02a`_W<9>kbac_8z|oN(Q6{&ubu ztRqX4O9}_8Ke_x`Ds=gQ{SZ0adj+{=DY_30)|XSE78wcry=SnV?E%FR^Z&*e1AyI+ zXzQsSd3~T+^j9~lQFAtD@4)$MSYI@-{Ym|p^RQt3IU-oC{0$uV=Q!EX$37tIt+2}* z*7I{BG%F$GjrT6qQ zX<~v&Ymh(Ap$~6#bG9jVZw3txb4`QJ7S)Cp2isRK!kmHH*Cl6K8bPf@U(qHlb|nVd z9ANLYnS2cN+w&q6bm!=+=mpZ#k4KSv5A87Nvc)ESIi4Id5GeT)^tTv4osWOchROsz zRT>9P0r310*grM)Zi2n5-G`>*DwGjtphk(}oP+r0&R{KY0Vscbu;w@hJ;!cryaP&v z$Y8w{0X>W*SSK81?FWGMbF9mH=DY~V|1>B&$3qQd<$I3V&bjf2pj6mHF5MceAHo=q zIUVD;Md z=xBQ6eAEwW;odN#KBey&&A#CnG!l;Fr783dLT$U+3AjJ~WLtX79MB+rq=s&&?5Z{I zyXxeM9_kX}qwP=nYdnzW<&jV)k>4Ir51$k#htVfEq$A%vqaL3&>WaP8LGo*Aho zAd71lq3!h0u&kciuRBzgcYSr=QtH-Wlg`AaH?@MYgE^P#iBI;0N&y)O=NYo_l=tdp~~-?n=LO6M75k`NJ~w80E>I zeBMdF(w;p)kHz#v^i{bUkn6~KhRpnBos-JC>2DQ0v`{u5jSKfv_g(?i*FfFkWz>)z z^ktKbnwIlgwk7{lH$v&F+;T$=3UyQ;XrtQEbBsmLk<8`zJbYmxHvb(;ie=;rqy(S$ z;b(_tQ0uY(QsQWv-=FjtZXL-7jh*z~U1!Zc%vD{lyKAR6UOI4WfcnfM2T&h7vG4qi z{_F=mLqkVsCCUfu0pj5$e=n5^)~^c-Ie3Bopqpv)Nv zi&p1;KiEF8vU8T|I#uH(6)qm+Id83h01CsytY;<^58S)DQi7Z# zX3hxwlJBQKHL7qHd? z{C&-OM#4LjMiT?!$r_;W{U}LN!Bt^l60;1iNdt!oE5i%AW4nwb~Z)75VHM{+B>cUV#4m zbwPSW1HOfCE+;Q##wR~>Kd52?c@O_9{>oMFySi(_AWuzO)JGSN_tR`21N8m?_J;I} zj`U{F{kccOy@{nJ?ghC8>1V!MUIAK)jPyJ7m30po^(=X$TV}xfi$%T2=0=lymadWyg%as0VkhfR2`0_nQ4f zjgQ=)Lf3X$n|;`D#5eApvbS)gu8+P=4|fJXWZX9NNG-Cr*IQ>g=<{}6^>BU{-E_-M z>$-ZW(+PhK*+V{mNFN!<{l#@AJsm|~MO|G?UvnAh4oylQ#+npMPtU!s$(!jNma@m6 z1HH-mj(XqXq*Zrx)12+0j?D?}RH(o9n{K4v<37!9Y?YIqtUbQlA6ntb(B;g=FOiGW zO?rwR%{YR&_F>!r=I_b=fS&l&E%q!IxSvIj<;1-LuLN>NJohf?MIX=?r}1;uOkF&* zCKMoPhWY8>JN{}Z1*I3XCKu}jsm&cK9c+>wn@+Dx{>lU0#8RRXm^oq^|>F%exPe5_E;qtk9reL zKFr3w$PDa}PhRbz2kLm}-2wi3;3_m_^!!7x_kHGllD>V>dG2>0x6X0T@htbRSlgzP z?7Ne=kA;8iwy}>fbDcT#mH5a6@@4Z7dRF{oDeKwZiF+9>*|Rha(htn#OKt8G)(Fxy zRmst;@kBvrI_JA-z7HN6JJ&}~(l=k26`-M8*ay_&o<(Ku?{U8(Qwiu%kazi^*UV^S zKN_fJ`u|1r{-xM|_cjM=j`Yx?ly+0svFxc2da372UzNE5>Tw}ZC*6l$m_7Jy`iN#( z*h90A2;{zn`D>uYv6rxNU*OZ(KW&7lI~k`r-2Zt=Sn39}!E2;yM>Y{_@nVA*h_Hs}27ZvzqymWdwr@vI#CufHGU z5#dc6?dRU&_y6}XE@p$}*c1CPA~Mw02vDF{gh%uh^Xi zOQU}Od|m~^4VKfd?BiIO*B&Hg=4aS}4Sen6rp$O-_8BaV7pL5KH}@MXpH`>bct5f4 z*9<9V-=f6r%SS0UzbeG%z!@nw-dpDP`%C+Hj`&PY!~yx=^U&E9P_x{y$7IU*!=^n3 zOZ6!!x1MRNr{1%a8_$Kjas14$@$7jX5yZj%+0qtWw7rsYy2!uHV2N-_xw-GzYOsvy zXdf>Gn+`yH5hp~DYKSB9pKUJ0*!N{AH?R4ub4oY+cz=IRA2(7DtJ=r-Yins722EKi z`+5I)-7!-PmKs%3rv7-ZCl3^~U)Sj`>wm)rgQaL``?-5KHw+0yLXZK7FY?#NJh9YZ z=@(;PTTae*K>qibAGjLYx3~6V|Niw}Y%*8|)U~hS6xXsMdyp_B6bV88{@D9g8Z7hf z+voT1*J0UAt!QkY!@oby9b29LWvi5%W4R^Ny}kB13Tv%~I3hWbe?ONU=sw`R{k%|) z4M7GVzK9bdNHxR}$%!~1|GOP6`2MGKf6oU$FNbF7qJ18J{kloSs$UiRb;GQz0TIN( z{@HS8w84`7<}cbn=Dr6BLqd@dWB}re{Pk--oNutynP;DGPR{@LdKoguU|G}Ke(Wvg zWJSX4b3+7iuz$8(96=q3vCs3L&FkwzgXQWP`?abuFGu7*&(Ag)ioi1VbN+Q+SaC$-@EA-3h_Q8SK~k&ueWr&|v90(|(!P?%*~2~A^&rp`RKE^{OYq$ahw&|gM=ZWNC+|j@kN{vL8>8+ zNKV87`QOJbOWfE0RrCJ4<1a@O>s3;&2hPWSaQl{D@y|R%kq~46;)^&Tf>cBPyZNn} z4Gm=AuXx~`e?H!WBL+*&So{3;FkV=Sj9DwxU|Bigzw`O?!BCI2`sMQ}a_xfjSIH^Z zN47s^u=KcM*UvxKb!qfc@t0msu~sXRaypNsA20N4Z{ozbf6b@1FEChK7u)R>!np$w zU*xZkvuGBz#53i5vp79Vy80;>JEy3{<9^lRP}cX)*4liX!BQZ%eQu{1%Zltl!jOMH z_I3KjXLV9;-L1*5b^KFqyi?q>8^0;###_c-Extp_jklYa9ev$C-rw`%Oc4f4>zsA| zq(*tx2^jy|cp3LLS~~Lv%JXk|b7&xN-&{~vJg~@wGti&#i1-FzHOqlp^gYd6$S(t< z;F0kJ9&>m8z$4^efnwk0?Vm^)zV`Nxj|6D$gN8YCbDVc)s zsJnqj-ire18fvo1{Zckbd;=v*B2fK3Kr&WA=@1GmYZ_w%3pfId?o2o692mzFNb{TY zR+)!A+(rTy$PFBaNAYhS0vZ5RZY~g$W=Q2QU|0Nq7}uE0^*STYvw;$D-6}_-#8@B7 z0=EcByla!DT;GfNP6P^5wHmORcj591_`%DAKw5y@*?`^^TaQjR@aFUc;1>s>5?Rk$ z7c*BN7QLC{UFKI0=*W~6@sfE^oJ`sjBgyHbWa@rpf zLFfn96y6Z%_^BM@=YafX7vYHo}MRewMUK zMyLC z|0r<>A|4O*$Sf#Fg0DiWvV(KEhUZA$Ks*SWB98_G_d_~k*X1U}AIg+I&|qBWP4Pek z-*1YN!EYm^S;+`Vvm1E+Ae(gL4eF19wIt=Y$;SIYvX%mAVO>*F18)Ul5+4t&E*U5z zFpd>7k|fQQ1POT^D?eLB%gvxjX)z;0T3xlt0%%)Wl;(}--|*LTHYrRT)IP&lV}P~W z^~>5y636#}tkk&x)MrPcJcT->XJWiuUmGLsS4YY2XZTD{;w1{G3h-G&L*R6dK)dpg zD{?`r0z741F`(G^($ZGIo?U@s1IMb;FkbrAh?S#fqj>Xnq@1V`AvKQLWPS(ca1V-( z9#+xWP*UUsUIdKe)?r|Sn}J~A&%vvpKR{OZPL`*@)#l|+miD_68bAPyBKxR7Yc>0`SA2pvx+V%-V&G2+$=TAa%Gs{tP*FP#9knF-XSx0zhC6No-A7B^zVv^HE~ zfgs2IOb|m-oa|c`C3A8`NY~}i6qK?`4q$OJ$d3iC16x5#py#3ZQKwhL-8YLA$_j-F zem@!?UR0laNe**qnCRi$`YF#jkn5N@=6XMSLt^FqXQN< z5ExRv5y0ce0tuQ)?p_Jp5y)M!bI^JK%UbpwD03Rb)$gAbp&NS%lV;uwj~ z0hPLP3;GW1()=6LDEQ6#p)qnB+K2v$5pwR8O&T#qfgjlA3U)q9yc0{K&|@PYelg_4 zNOI!#{m|EJ1)fRXYEU~?yzWLx4s)bbh9+nqv@oB^W78{H4Btwg9ZZ_XN@;N zIDsXldjZwNbD+V`@DHF;XRcagEVh_}4J{IGb-iv$;9Zr&#lHbGT^*s*=ov0usjJ@9s7%?DW$TV4d=vQp>IAWQ zMaioJ564Dcpj)eIqn&8*n%2=f?Dr|9rk4bvYwYWn?p0R zuc}QPVtC{EcB`CQ4FwhP^=1No)|Wi)VwL7fJ)my=P8?*Q#~B|Bjm5EW8F+xT?FyHC zJMjnL+b^ii0YLcPv97OosL`2-ErEh8fV#mv`r{W}fD2B23^bOWY4#iZViPcCr0r%X zEVe>3wFB7oUUJ4^pxxN3H~yN6cyuI(Y<$8w%zx>`7%A-=DP6kTe$khuno1rdr#8hW z_K<&U#pp|lLls4>%*o#YzfpggdzCL-oAXP~3YU{J5p0qL+vND2UV+@ZavL-Q*sM2k zQ2hz>=WXa4fFJic5HA7WVx`-hC@E6ICI!*KrGdbGOIoA@wwrl{^|I!t@!_%n_+l|W z7dZ({3^MC9Jj#p-s8( z1njyr)G9gYbFzj@7ht;UisCa>!lgiCppxyON^rv`q1^k}%PfbXLYY0#Ec1q$<;)nM zu#?TwYOYyotN_MK@7U8$f$|eLZ*k%)$}A(J&GIVAEK`ZYlCKyeJ2tEb{N6WQ_K)J2 zB4(Lb+AI;!l=P|v92a=##{jd0&N0iqJ!a_yOg97cFoC;5XISxgS;^DudX9V|*W72mQA?oA3WM&2Ts7+e`wZ%^32L-%(~@Mh zN1_;~$H|WI_&xnrXg#ak{y=@AhWzAM_l=y7PAXHw&aM6vc7BOiT1OoH5ycugE}rYp zJe4ScccA$hMva+jlMhXRCKFeo^i;F0*oSMjL0=XAu*m%5)Ip%Uaq+;{&!Y2N)NhW> zPu#w5f!^DY8@oUw;>C4=+8#phoqlHxdn}U9hHe@2xEJ(I1LLHZQ?%6jgPKlXQj(g| z8Cz{_4^+G{wXiOBsz*Q9gkFp>=a9>91QDm$cNcm(hQ7MD!`_{+Wmm>^h02cHzS{)V z!C>??9=P!o_H9R!B!XHxs~h%v5-<5KM$7gRHhE1>aE&Fd(C-6mJhBh)FY~pK)vrVD*NX43w7RX$?q@iwSq;}@O zrUmI|%R=|rfOtjkP0?51LF~i6#!0`

    +571+uODHigGnx)2{>-fLG})OGC3{yBErp0BWcJ zH`nOoCg=d^&;?dQ&zLnANa}+a=mZcIB1#N4)0VLGL3S&T{+| z6rkh00uOEBJ=BMiC!p|fYz?o$Kj8l~u#Np7jy>VO1YV8rei%CaekgjoxQ18couDox zEOV6S^&WC(W2ojYd3C)5U#lOgm5l*h8LPyO5r4ZVHYgs4?*dnqD)Tyda7ufEpj2$>O ziT%sa8*V_Mm^lo}s}6Y*Z;gBgmAo7@i0U2r67n$Ux=;9RVk3726N3LH) zd*(s);P~l4zRC;L<1N_O9BC7fg)~D(Q}&x6)d0@(YJDscDc8a5dQfe7{k{YDSq%L) z4650p0Z>u8Xrvpj;=g(6Eu%bnwf=%ye$R`fN_Aepr;NG0qW`p&M&1XuAd&ktq1-h! zkq@wehE_=D zKz+GClQzwzeY9&b+Z(h?O`9gnf^Grw^ZNkpUFXDCeC)yI6~VCXvs@z+fT+6%6-zx*V$M*iD<2s`eD=C+5g zB}47lY&TfeeBdEBLmxc*7P?S7XvO{baxf^_4Ve^vkA!xAy&)17b)l+5xzAliE2}`+ z@IYQ79EwL*jumNu1WG<9nda^xi$jmt32mqw$KJRidE&>ljPY`lkiUSYddr{lp{mYz zgF@Dy{qB6NSn}muJFT?r%Q$gBQe=;dd^gbzsT7qIFV%ce9tnzOv}3T3bR3CX##HDa z^kFXg(+-@Y58Kk0t+4moDbPzM`bb;+yEG{D(^KZm@{&QwqWC32+4!NBt4l+htO0$l zKH~x@o(Oy{S@A!pBbC_hBf zgz*aXf7b!*rbiMbUMoK*Yvu41tt2-&t4Kp! z#&^K#Q%>@tg@-In%xDH(GisDpZa~)H)?%%^3UV&s%l5OhGC%a{&iq%}hju%1P8Z|` znrda4np)zwR<7dOz21Z6k^}DY$s#CAP{S7DV-KPCd@lywryTSkq!7-4Z}?Fv6rjT; zxSy3)dKE+#CAU`Y{)xQ6H`?))zW33|LD01hGyb+R_Kriz(lX{wGT!72XBm9NQ}%nP zk&TG+AqD6YeDnkTbF(_MB(@Fl+lH02$SBbl(2^{yk>=sN)!b)b4yg1wwbGIO(YKvt zm-Vi)U{6o^rj)nrc~>nTwbjT&efUZ}@$4{g>#vbz?K##D=^D1qP%bTrd;V(1?pTdH zIv2|BYK=_Sd&^#zk^AVSkrO%A?65|bK*pgp5`Kekqfq2SQMKV=3mxVNe%u%|u#js!sO51l8{X`ae{?5@*8%H7k!nV@{{Aw0`u>@*tUKg3Fc9ormc*^-Y=vh&W@fLiQ zUB?&M185WVthB~QYSu$_1a`#V`KzJmE=M+tvAlOaW92__q|y`S!u#~e9p=CrP#PH* zFOs3GVVlzt{AYkN7tY-A-a+2J?j&n?xk-;I-txgV==;bv^s7m3;tp+@{G%Lp588=L z#33XMp!pj><0E`+o!{g4;=@p&mv4c#N+0=N(#V5FkuM_F74L%VNk6EV4$$u$nF~Nm zFu<8Qsi1MvuFRpxVGx^d*N0wL51ElVTB&0Eb;IAoq2L{7Too#fPZvdogfaCHANQtT zBDOJ4aZhjVxn~s=M`*R%q1CodM=BwW?OmPhbsIT`RGsW}jT{PEcbD^=8&7@~g?xY> z>gH*vlgE*9=!8Ut7ZNDbkxW{~SX-}^dA4e0GxD3&o3--mT4YdywDKY`q!uw_F;Yrm zfL5B?koUAiwurj^WNf}>Y*wSbN1@ZNroL+nY2}?g^gi8XH3;MF`n?7>g1A9O@}rI9NttZ> z5~pi126nk1g+hMh$~p7dI+8Ozm;&_`jF|*Ic0APnG58y_+nmFYyVCy3v-WddK4N^< z5)b)pySGfoh6M+b3oqA7O&Ie9^Xc_ea*Q8)5W+)iHArUyh4V9`waaCE&jVse)x*i z!DpSk@=hm{Uoy_0{gOGE8{{reVQZ}`_0EBm5;^0Xc{=%&xG>Dbmh$9HXz+~3494X! zwz+OWO}?s=(Tqn$HsN3d(k*#>WeX%cIv_JKjr*l?@1JjxU*TT*r>vi-Q!m=y)kY;N zA6LswRj~(as*l8`#uuR^Q!fW3WA2tl@&x++FyuOdkV(k}`a@Sgz_ADAeWe#RI)HtG z+W5*Ft$gLD7Dz21+tCxrk7@aJ#^*eMj_#kaNrjzf&bn@P*UoujK&al1#$;6su+Ng|8%?l{;%p-=o zKC&G-%N52~=>+o281e}dxyU(k$rI#WhqTglr&jJ{Ej4SQR-T`MoWN!zcR<69$W^RE zriObzUGZx^Y_|}9WWBg65IGAd`bp69<7uxoZEc00EJ7AwBF9T&hlWTRl*UFwkT+S3G|Fmhv(5E#$(Kd^BzY;54#D6S1zs*)?(dds|>)#M9mnZdei z#B7bsT#sztE~M1RId+{SMjABoWE|2G%rUWd$vZNC$*~Q~gWSbyXIW{NtE{lgQ(hXc zmNSEi2^KywsXlXeS8{FU9la;HBeCfzad9qj%D~o2iv+0JN1B+A%JaY4gLyy7U5bt# zGBk&`d`!H0$Xr-*2~t~Ub<+7d5|a312)_A~@z4QZ)&5`$IvHD&$dg1j9$hsy}ow&Wen$T4Oq`NnwG zpHs0{AaZj-5Zm!NmO>DXbgVK4lIY$s90;dB>Z1r!42J zW8SI7-1UmN=fo3NxuSu)obf{?W7n!>^k>#<8<8A|L4)j$mRZEI*>73L*y0;bcKW4K(2RWQp_(}_6eKX{R8tbH0L&hD?*1pt0x~K|sOnIK0 zm1J%zid2pz=OC9=7p%i?R#LY*%q>G0r?VKNy*?qo!JKi0vFM$FwAK^GCG*QFe7qjd z-W=vLuDS0*))##ykw^HzC*K$19A=A{lm%eHnaZOg8T&7wF#-d4XmNp@=S0Q_gv2NmnHc6e0+%f$Z|U6QpSa`$Z074 z4gARWEU8~k>L;n+vh9pH$_eNC$6T8+m>hvVok5;7W*~F5y-uon(|0_7I+37~ty#Z( zyo3~76XGJd)u{=@hPl`sKhv+o-GUE?x~^=*;}+irmu>a=6jtG~~0BlZAD_I1f4`!=-iwJlb9iomJx5PK#)$r?M8BM(&u%f_G&p>20?<%c_y2*VBp2+_ok=u}UR}gYd2grfLkc~ObK7Q7geym78s>s__#H&v9V=?^9 z6ilDu7nkTyi}LPrYP`2h-Gh%2=emC&S7Dt|oo5~fo;%zH&x`Xch35}VS%dWCzuK%p z;w_N(`^Iy@Px!`rq+3`A72|ox1I{bWdDoFp@#OhL&`N%IU2=Wm;ixj+8hPZDv)o?KRUWwD$#Xkz*}_jPzr9n-xy64;2Di-5^I!{N zFtR9fkzYyssFvQyv8H`f%L&Bo3Wbne;lAq`cR%_^{>;%m4@7|fg%;3wpp~IW)A!-O zLnY`rz{;?tx^hjh@&Bh8l%hOcW92_1|NZsHPn{pR=K#m0`o@cbpRd zrNJMl!0%HYeEVA&CYAc{b*an$>x(J>|NDDrv4vMnrHntTs~>i`lUFGxh_?P&S-mLh zWbQw&lZAto;d4i&oM7to=k;2Mt#;J@^LoYiwKA;8Q2fJ4y+VO`>X(Y$RunN`dxzs+ zQQ7`yp8Bn$e$xt=uYObM4?`{UmDh*zl77Vnv-nFP?6=R_eDw>%Z@gb9eq%%Ztbqmi z?{O#}?HOfbzWZ0EJui!zue@)x=S-H;9`pFuC(4`rtGvI&^#a6#)xvyrKh?*|F!PrA z>YmaI+n!U(3!qQ^feP3I0c?Q{`1?LD+S|%d%w)cL?W50klvC{X@9XrMwv{p{b^5)w zOk^Gn_^4d>_w8=OyuB$q4+z3e0pQ=)H>|srLA6M^uRZ1bUY$qb7lp1X*M@R!F!=NO z+@?>@B>yuz#A37I-;{Izef#^<=hh{aKEFWyjlg_uS&T27KBd&pf^z?R?9y_cOW5C^ zmqcGhE>_MnUmfkckvEK0%KW{)FW=M3a5O}@E{L`T0DqtY_Tcx*8bvHC{zNJ3_pj}P zO_Bru-L-k`tPJip%C*6NiJ>d;?dGYzi(?3e6-dB<=nseN+>ZT zM|mZN1YidNEEIbf9LY(%Yh=&E%5U&L|9#^cL*?xMsCN(u0RBJ)e!nd@yI2{vyDRlG za(yTW27g}eMe^AE*?IN_$}?}-6|iaCy?@@vwzB{UvXTJV?!1!vsMJdyoHd}yn{L%=5K>!fILfJReWNfM4n6Eukm@|&-HeY!y z>A#_oN_l_o=Q9{Tubq^#%N1FXUS-3K2SBfi;regNnC0~PrF zaw4#O^#kU!y(_+ca-8|f%h%b;;3t&wf@t5LwRM7$7iP~17bwdJLP0S2^RkWf$G7Zt zsd>tqj~%C&F=p(bes<5z*DoU|FY&SY%1dM3dsk7J_f+(UJrKYa*Z^x_0n&*-Mi2}F zfB+WCz9EJ=Ra5`{FKLvA}0QABB(1$+qT7Cy!-Jb__qD?c7K?4ZnmG)2k{{kw=VhN46 zGg1*;y8sE3^+4&lLNlGrm#SSN#H)%X zQS~NNQxg=3{m}3?AYZT)Dn94Fp9!@98pC+by#d{D%s8YqpoK<4IruSzSMYU4;l^wB zO?b_IA5^b6=xLiPBYRSfub3|4^?a^*>%srncMjBvy4dh7)Q6ols9P0K5vc=Sfp_Fp zeqX2e+8pRv!-964?Kbf5X&p~ zPoOm@UrUYC^UA#mYAdhcJ3`2|7(eBTM*w2j( zpv9E`4jlptz-Len3V_K1`{u+p*lUHaQB1^k2cT?p!VeFEIv|e*$p$ZICMtXm-)s&h zW4laut_5!3BW)=PJYDF6!N?alA-Ay)s{1OaE7PE-P|g{y8#jn@d-GdDor1nH16!FY zLSw?mZLr_-Z&1-5K<9?)aGrM0rM(KJBOf?$7HWn8iV^Le1#Mzk$q3x*WvDeL6#7#=dvzL9geY7rAHqfeB)BwOHX-F;b*Jmrbi{ z603{QPj8_tUxCVjk0!5y=02PACouNtv-MCbue;PE(c^YDoM?uFZgYbq^o7PJ5HEfr-AL?BnaP`&?+PQ}C(r(0Rskk1lopDBZ4p9)1OY*v;e+(7wHDt{|S2EZD>__pjq|Uj8AOjYxH0|`yYa#zwChC z!T3arA)Uhg&oxO9PZq|D9VcQ$t(g(x1hkVI7oe`pU=*}AD&up- z8Ta^aQXVKNIT&yF$586jLZPNWbshT%%Hhg*(YZyOc+f3cl<5*7x+1AG;4Jl72ECPg z1}WpW2ix|?MPug!6cUdKoa3H z^)WzWI*z=}0s3h-K13UvY{GZ(w-NLF?QV=!p-#Uy(TWInvh~4d=yL(Z-nz{m^ zA*Qmu%&{6O=tLp$B3vCK`tOSnpSK|IL+rJN^7<4Cf7dI>I&7q^#K-51&$*0+)NaU3 zbY*T~%w6rpxa&{6VO*AB>@IOj5WBm?iwvYzY;Q!0X;2cYoy0#mFRm6bmzda>nCf1b z`rso~h#iSv7?02cpFZO&)c1%{x1fkaQ+mBMLgW}=;)~DF)!gxS+I2cN{g4684;o~1 zXiXN3X&0zfc@OgiXsEus!2~Fu6@bNqC~@>0acx|L=mdRDcNh7rrHo?-B$SBN+qwS- zXh)}@B~5~&x@Qwqur*Lem*W=;ptH`V9Q>#peQt#v$F+jC*p_(K0m-S3P?kZFdC(K5 zaP1gk=}72b!=XY$Kl}h}Mi6&7W;+gw*i>j>fzZF8quF(f6N9fui%h<-eS$H5ejZ=L z#y;BcoP7!1$_Coi$#=9DoB)#FBRDRxS$&@b5rNc7%Kd2J3neYW$|S1e zM_(C_`Vy4&6^b}E^}d6Ru0Y9!%GL}TRwi+=0`tK{V&aL=Uy?AgO@b&b;ziN5jHi-( zwfxyHTAu~>nSgz(Vi(t0P-|(+L)uu!*C6isK zL-Im_^V`e3v7fOto7U@0Nel({8r)L&A7iU^>D@C;tGuKVHl=#E1n=B1FG1D3thfbK3qY1^;3`=u7Nx2+i4-e!e{k z8trJP{6nGhYM4*e9P5KGNbHtC--G&z&>X?QB>W5C>P|TqFCo!D9jd(6i|&t*!Mmv! z=g9RelJp`I2@_`!AA>{)vMJ-k^&<2rvUt15C->{c&BJ=J+zD!RJK9taDTyl3pUXjw zE)89`B)LWj=!R@#O5wL)Juh-Ev4T*0xFz5AMW??(?EWUE~s`5O3qw zK(TF#-{C*=@Pq5vv>wC zK;DUeE~V@4Ccv+NU>0#um1R_A9>#}aw=cit!5m0BD>}Y^&6k>z?}Z^5qTB< zwdn#>b^6~co;Za)9utp!*t+n0HU5#pe{J!N;_R;^-x{(iNo+ruD0YU%iDkzkMSo|L z=!B043UXEItY*xZ7-#F50}iGVJMia%myx8vr<&m7&iK`9?%R|;xC9C;jT7}U$h}-l z;>j`UNxjc?CXO=CtfcMQJjk;V11o+&0)uh8>4tpK-%(|*yMuk>b>|SlW^b(ZKD2O z)a?y6%QsptHjZNrH&HKgPJ=d$bWfWFthq+gx1b@&zSho#yWr2A$rZp0JA6zcnSYG{5jftn*8MywqpAfTt9={0q6`0<6j=cqifi) zJANg|iPZR@E93ohD{|GR*pBm>(;xk??}UZSb%FHNH2h{9a#Yu^A_0;(>^*;}KvEPfWk@6v)IFu)*V6&Nw^+wMbSJc7CJeZb-|FA7~kGg@&>~G}Q zr}e}fe6MZ@a~d|Qhs_S)AL-x~KG*~M-CXL6U%>`O zVsdlJv!UJ#4&cA|nl*m6a2>YAAK!t;>|fzt2JT}`nT?Cai)wyx;x!T!`;m;Y_hTKt zir7mm)6tIJIoT(6InZCPsk75v`uR5Y1EK8O(6*eF*fYa+0~4`pw#o+zjKW594LbGU_>x9C#ArY9#Ynrvy>;9uk|2 zqQ$a6q?yuKulGX^j<}<=@jQK$k2btqL0h=)NdPep-x)at-vb9HW25o(+i2n`WtQVu zI>o0lMv8kciQRp;4}SE6xHgV<=1gJyQtuEGGA`KG zA8a=wiGoigGZsh265AOUC95Ti$eT$b_-+#GfJD)Fd7MZIj}(JKO``Qj@-4=bHF3?Y zH|wkBNN6y}7A(g+Nxv1fME;9$f1kY3J3qM`KK#Q1KmLxL>5Il7f!KQpTmTjMy$Q%J zNST0-?0=HP4(4+U>f8X>-C=G}`UpP@r|%lmS5XgtNuyMwKNWeD%EZm0_~_s##7)Y$ zL|JRPF_(8`{^$4VVEhEX37#0R%z)F4_Iq&>NBzyM9iFbZ6;>F=e zQIBVYVdNTzvE?OvRkM(IGm3stv4$8#Eb7a)C-&_@UI(@@&U-l^YvaOP*daljMp|aG zHbyim7b$G=nZ%bWJd?uz502pelD@4lo zBto=_;_;nWF()oU)EsRRuV1l7Jbtv= z94i{1?$I)9`$2{YlBE(TP#8h;CakmC+7OXtcmc;3d}XT8FR}RYw72hufy?C z_FW?J?Ra8QGX8v#`Fe4@c!$p|ZW$x2QzOKZDkjm5`mAKF6M(J&^ID+0=5_X<(S$eEBv!FJi2=%=A2?WlrO0d$XPBel{VTHCZ|&}ef)11gRr1+UCk zg0gX{HeU|sRrw+yv<~zjwu_;3)Q09!TtdrS3;hT>z$EAZOP~WZTh4h<1=64dEQg+P z5^9L$EWXkn0ObUlP9307o717Fo`UAn+raDP&~rAQ^^u==?Y%0m!IwXV3<^|*6YHQz zP`?Gd{_cJVDmAaeKZM$#;{S@ko&8Q6Gacqtb^cG~Rr%CYj`9>#CoQk!Plx7P0SSmv z3$#)|502cZm5(;@8ax=cK`Wa;A?^h7bG#t*ff2j4a>#M5JZnT60J>j%Zs@2}wel3S zzw^*OkG<#h_&msP6oXa(jisFpU*d*JP!}pgC(sD2s?P6vI$6CrUk7f@SA~6`!Kr@H zzGn32YpPxOB5DVXT&RQA3ms(TOdlD%fG^+D-WX^I2NpsFng@+zE^-}U2LCNz1kHoj z<+nf|>jMPX2ke^jDt$Ak`AszP74Se(!cXuu=Rq2oid;Y{wA%({ z!_;!z2emw0Oe3pQHMtJLn`` z>9g)o#K9R*s|VBoM=$xI1{8o8C{#6|a5aO54E-T^6tWr9=p*PVA++ZKZHu1|&75}T zpuHJOp-QZP!mtY8fR=J)5Hw8(Bu@rH^M#r+xgTHV2G$&Z>4+afUzrc)02QbXZgbs4 z&XlJg4Cj7$#deKxU4A`*AN*_57e`>QHX%gr(3)euIW_yKWCAUB`#Lo-{Bo$JS zlzFC+wSH)18*3;)Hqa33Lg8o(^`|9t4gBhH7wGjG)yVhI&||tHd(sn$ zl6FY{!~Gf3h0x&~0np|$Vm0(}Fz@>+K!e`YwzUY;J(mwqco z*%46R&wFU4X^2)vLx*296gsYsF9&P1a-~WuZQZnd#TSZ*19UHEBvCl8zyzdNpt0JH zbdlo=yU7O+JY}vJwbW;6WXpz(+rB>Xrv|AEeD^RErWXP9D}B2%5L!C8!+sOc0OX>- zy|Mi$wMvHM zg|2;t@!Rzw6zxpp3BD^bGEmi8x=3qi?D}#Z^4)lE=@-D)b#JLazG3G)4Uk8=_j*Gl@)=l;c;eXfM^J`9K8~Guj{Vv|*WBTOe1JyA-GSOg{|uT! zyXMmdsCiT8X=Q(;QRZ@N)@ZGqti>k`zS%20hqK^L+?5=C7Wo3OnL73d*UpdwI#N*3g6)0|^so5k;mYGR%j zU%&Pw_JdrY8x;Ic9Ls>(ds^)&-z|sM6i2%#r!YRdqXs@$nL1U3f&@;Mj;3?p z8%VGm2G`gx#_<-=#bsTjZr(r#>g6ggUH6c!`g+L|w$OgCMM;T0h(~YwK)oft*%Rkn zplk|XWJ)IR_2oqx**HWa51iub%g{7;Le=%Y=q;_Us%5KA8aZ_iez#A<{DZU<|IK`g z{LLq*T)By1R!Ak3_K|h5(I_ZgnJxIDcst}0nycgtV%tL~ymt0#X*{KtUHAfXpGwH} zbjClti5Jr-ZyEK2F1!~ct|6(Z2DKo>04*f|S6YMFIXlPxb(VK8jHS_{Jdo!U?G>+A+h0tqM7mp~N2MwgTgkbg811KE!2K3^Fe$#QqqLIpFtu zDcza7jGS{dRF?QatE1-XvvD#qLftt`5kubh+HJYI`z6p{$l z`S0*_evcwH691byYh@^NKx-T1RH*Ap#%Gc8Tt^&O%lI8j9EfD>f6qk@^qqD>`Rj&^ z&W=_dGWSMrx$6ZIT;v8f7i(k}{9u-m@yGlbm#UFF?rG%Z#~NvP4!w`L^}s%C%7{vv3oaf=4me< zIUB@)T>N$gtJUvuW`{HX^Z)rU za;;%|%dO(^Jz_##+Rz3GrZUv!OC)(hIh`!u9_no$oy{aYP%fD_VqCQ{4qplnrLUrpJ-Mir_io@zw~!!Xo~@LM?=a^Uy@GtoCH$Xl z59Z!wPnc^c*OGBK2Y+7hl5zI~IXkG|m5TUEoi)-6$e|ntIFPR`wp%m(AZ`UX_-$BdOM+Wem1pO7K| zgF%sxj46(l`as?Y7HZvPff7*m8&lU$TKTaDQhV5^`$op*Q7G$?*z~+k_GCOhque?- zk%~#>TJ{%RC#C=usDNxly`Nlz6wC9^Iw>f-;5)`HaOA$<`F}U``>!uNrTs8(De$jH ztS2_j(8+UWbW)R!lnd95MMj}LQXX%R_c)FWh;tPrIY2E?#s=9Bjx7Kap|y`}=_`9f zZO?;r$13RUub{WThTeW1YWp`Za_AsgD9}Y#8tW#@p7fHL%yq8wndi%6t3gO|O~N;p zL80Hm`V8AGA`VU=2D%=@N5W_$^_oljtEWH@r;TfvLn4?%X5k0R)0rP{K$pJcBTcLw zuj$Dz&ys7M)XH|pw6YYrSlc~FMuiZ2wvr35eYc6WfIT-5>%ltivzB?0{W-+K zTg1Zq$dqiNjomBw%48%AZ0Yv`_=5`)C}r5vaGKR;he5uA$HM#E!br*(kOG0H)-%6d6aoboNPeW;yL%t$2ljkV;Ssu8l-?Z z;6Bnb864kbi@iDL7T2dCkK&BHO86d?96!igHt|tQ`{Ek8bTl$zLBzhT8fkGzBXfl# z8mIj6}w&`x-eQ zgPiM)28keN*}t=^ymP@r)_vtAotCMkwmvyF`P^-Cj{U^NSn>`7u`zW#vY#`_?YPe& za=RfX$UnHx8pL&(9k#eh-AgZ7VgPYA82K>biMy70nXz$bk50}!P5i)ab&`lB%)>c} zU-g)mgPEUiF)pgzL6YSjaRdKp_#gl5h3}2RM^9kGX}|?}i`UrH5oweK*!L=S4#19^ zz-RUyu+xyP$eqk258OtcL(X@A7{4zOc{|WE0Xc|R#vOA&7v`U2=C7^HUmux&*0Svy z=_>ndbCZwCsN@)5wd|P3N0uPhs=}Ofk@L4Qe;i5T`3NXWdA@Nza#FO99M62xmHF@s z_q#$l{z|TS(OHgt<-+q852^C_nh^q8Xfr;{1Xhb2ZP?%GO3Ar3TL}c$Q=boNID!J^UCy z83j5s<}TtVl^CNP7^{<+Pc|@aw=uV@euG5IE9Q6FH!6$mYn^T zrmRsX6KBZR-FK54hmr%4KV_ZbIRJjR2`JJPW66i!k$;6BreE{8$PQ~<<&9e&a?U_+ z+4hH;=Op+*PGr`2p5WgTnL2X2tRbvhMkAjwiRVJoklUI;jvs)%84n8s$-(9$iX@uSkzmHW65>&Dl@XYjYV zO^9>ccPBZ}1=^mp5L?e7Pnm^{r?YmX?~}ohx!9X+zcDRpPOaJWGFlr2p*jH78IU|H{Mf?et}xL&Qn?^5kA}(|yd72YjSQZFhO2 zoR{?MKy2jq_IuR-1F|KoyN0mdm}!Z;32U+2Y&)|KX@)F~o^{y+EpPcped_O1j9J?xmv9GTPnHF7h3m$n7@po1FOn`a@X zOs+CM#8a;G^p=}F)UwGvwLDY^Iao`cH55dK7ksl~9af$>v<}ZWS|TIHb6;=f(>NXL zhzZEE^6caPltxj#voz%Dnic*#RD!3kEDdulm1}|(Y5@?yLfJP=qrBv9%6~?F2P?;b z02a!=;p7WTgYVgw{GZNmBM4TG0|6|QeZ!zEOGE$n$~gh1KcVhSpq``h{r9?@r7owk z>*CLSRN(h%6_MPdWntwWe^%G93`>K1qSEFd>hWh~-NJsyzyG=Y?!LD)q`7DJGj;m& zdVQl_;XnVpUL7eXJTk$Q!KV6)Uuhd&GnQ_3|@d4^0&!^>OdE3Y~2?wj3i^VIJw zWA%71^Y!oAw~X!9<}1&Y_8!QN1LkROD&;NC9v3$Fi#4zS>BJl(2v%Yb5Wqs&H?*Sv zW?eR4|AoA?G!%VqzVdbxd&U+tpS^XjEe)efWtXS4AN-FkI$(=5GuomD`o0;$_t=R{ecSD0|9J-4fy*$e@neuq?xZ?P4Kyj*<<$K*J(X-!>V|tPQTZd?f6^E zY=8UvcHiS3rOqq&2*OSQ;NREx`EyIdrb9|u_LTE`bzVU|YG$`Jlxu^*pV#NbQ%ghW zQl&oDlxG3b@oggr1_3|-3uWJM1DnmtRL=G1JQc79zt@Hs%5ct5%DBL_Mi2^uK@bQ4 z{y+unfdIC^23P|NkWO8UAXupr5Wqs&H{5z+X*e-WDf|CEuM2+MFME9b-{&cPwKco1 zLb-1+2m%4XAEN-x-f+tCLc$HP>5!bo#*v{#u9n_(kL;<=p>%P8{PUV6k$}pVez1cC5cz zDaV#N*?_;VU;f9IhIuOGn!nb4ANJezMfp!q);}+^<3mfsr%uXs|Evzn@WYR%l=JPm z&+pxHRK8d!jI zY-a?)iVcAP7RtV%^ao3WpO^V^s1}Sb4>RUTSBNLA+MBOWe`5QWDN1?f>ra2iY%ZNr z=HJ`<9dWsPc3d`(FFm5Xf!XtydCFT!|J6%X+7g7{1OR`a0`@=vTVMmMfdxp%kBlH# z@h9;ASUc;eD!RV?qhc#y2g;3#UD&OA+ZZ>9C`!XQoP%OuD~e*bVz*+8iGc|x=oIW$ zz(y3i2c)3F*SAJnCONR#bmz6yD{H;z$fMr!72Y&m-hZ$MRUe8hVl| z6pn#NbU-nQ=?z7Y$I2CI{~R9k?_Upk1CMwY=6h>UkH_~XLKA7&hGU^jU2M-|_t5Dt zK=Fv>@&3NTAj012#7QU)m7zSuKhueM;32r4%UfKbLTq~l8w8uI-R@VJiD$_<^!;P;W$QpC)hQHsPx5o0A zeaouQ$f_AcslT9;0zV$hug^T!V*mKT&>o~g7@<`>s{^f>IbFa$B|wH1Z#1pWqx#^Y zC-Xc6*$)T$VTTk;clPT5ZGz(p+R#@E)}jFO|B*-Hd2D`uedeF`UeVqW=o7`uLE%_$ zgyv;{%J)m!rREqO|963&*_X%lyU-r%xPoK)RbtHwL*?L+{kA-+zXV#2Csc+tP#W6t zh`p5#njDYYf8(+HfjokLpU3fg=fsL9kE6wf{zzb4f_ku$zB0DlhR|`#GyWpTtNef# z_Z7M)kMti0Px$`DgtymouE?U$_MmA*`Z0gQ45H0&s8e7t|KHRw57?waQ*q{dHEi>< z4{PQP1)O=F!Q2e7#;?dAY-ilrP$Is3 zG>R#&Ip1#DTMo5lF48sFg&+NHjQ^Zty;k%>PNFk%IIXd@rktZLauA%;8%)2KBy69> zi@T3v#JgOhc+kZt#+NXP=69jNghQbSq3^-aj;BJioQ6#WL381A6LuFk8DE_U6%%{i zIu1G&k{TnbB#1KwVuZ~sqi9u&x7eE+#f&^;M{Yuo!v0&tVy96C@iGF+)=nr{%b>{5 z#20AqJ8c!Gof`r8eA#4?1XWXw3`rlT*!RqgVvalWZH8pa1LlVDM@B&Xg`%=-2UN)| z&;U0=w*ujtnWODcF!v&daFDlNH;EG~E*nKa2cvk-`47xu9ewc|)@gZf;tqCvzcK61 z8k8;voy`=Rcnc*HO3cz5P^T|KiRqapo|~kJjakX!yK}ryFN_wgXB&l~wo!chf)vnw z+Q@+3ZGgtayajGIi0!M8*_qGUFlTQV*J14G0k$%h^GKKqW*|f2KQTru z-Cz{H*-(=fKyzZB7sRn8b)XdD5BA0BGxl2TCDH+mKk7Pk-t$oMn1^ZDLkYhmv21*z zSYaJ6Oh-hEdDceZcN!Uj70{=MDJ^`Uz5Pu;CH-oJ96butRe!bXveP3%r$j?Q7%M~G8swIiVjJ^EBXy|rE(SHEvA$E3r zf{jJ6#!EO3yBf)HmM%y&aNI6e=!LAuU-b7Q{&EEW9x)P0itfpx9?~d`)0Rljuk7y7u9)N_lOqQ+B)cY%x4|iEY2Kt#ZOC_vQES@MY>`t6s&sh$PHjS-)FMT z;|r9jR>`7Hxg=p;EnZ|>#)xLf1NB^stU-6;O?7f2b9IHeI!X>G3+-zG^IMWQc#HY6 z+6tX=DRVfDzSGa|jgv)GlO*xZJ&EFJ%T&pG`J(1oF0c3(u^V1AB|f?};z zXwuNln5zwZ=J-L&9nJVBK;0y+WPo0r=Q;=@j(lT|?87-H>#9(=?~sQwkxIB3l_K(v z;(MK9MU|UKe?4MNu(#{j=@`yGxHXa^_?r%YTWiU@S0Yc6lWfY8qp+oJ%vIY`$mWzF zKWs)SpesIF5&JJfUibmkmpMFw?+1eJ4qW4VI@^M1Bb~h1nm$z~=Jnyc!=7`FJ5U6PGw(U?6WTahh&Tjl z^Swr4q;%Ncvncjk44EqSJI(i_Y;TGLR_pIjJY5lkq>|gd$tvJPfHTKl*)JFZzIUx5#@S=O)xwFoo~8*}mi+bk}V5Q74O-BTyl` zC5VdsV?^^;_@q5~jCpKG-xr-jV$0la6eyn3B*7bfr#>pCLR0CfEtYtf4hu?%ysC2jgjQ3ip>^af9k}qNTk?a)QNG(;a$3*6XlY0 z!U-zuCFDwMmLk)z7WtH|&^d|E^|77)6KU6(+N3M;3eBK6)@CiLLq(*`wN>bAHRLgB zK&PyWkKBb?OD$=c0zEgJniTnmzTcxnbc-l)+BHfHpB5z!BZ+bnNfb3y+BQ3N;sJEp zQAo0U+^ZA%Fl0>jL)CqkB+ea66xY7Ri3fwB0-r)QO^1yTLvygZKy0Qoabhg)n>%lC&;JZ0~3j9X(y;jjCkt%HeS$Yb#TYGR=tOd^&l z5)3av$`0}kdFLrMl)4)lF`rM_9x*Ic$XChYU{s7Hf_(zN01&!j}bn+kT;evgb zl_4Gw!=`>>eu&d)jHxlPsva@liS?vuGMBiQ=g|3 zrzQ|%n75IveGOtuOaL|bXlhP!`Qj1SCUGWFgH17axnMZwc>>xJ3-kCa$u=*}ca~UF z;|g@&wanRiV#X$}Ikx_iAyG4?5o}YWQQoud0Ap5iwVG{nLF*0laU-%v{C;>dbZPcE z$s8$?9S_-W#lKWZH zJ_$%{(4X&7$V{9=QsE3TKBpKTeabwJ9UsFc8J{AZph%<4!wz>~gM+ZYYe?RG%H`UL z{GzMH+FsR*B!078fm981v}F}?LQ`nV70I`bQI1a~UKC+l64<80rZ~1dpO??Fri`(2Y^o?5l`85{JG6IB5-+^sMBhQtLRH2n zzAmGN`kT6xxT#1%uK&cC=tub{oSXHyokcy9iS03u8T8G9v43HGXKzHtWDE9yZTMk# zSD3rf_-!MQ3Klaz&dgmS`hOZkfZkvO+pcgOY0=S$d@1qKf%^l+h|ia>UHUqgxYeIG6!EczA9_w-6=^txtJ)b9g7!Pt77m=WFB`R#o)+&1;){d_TGIU zkLEH5jG^&8?CB1DVhqn1&n@Dmo*JY+{@-R$vPcU|66N>Di*v1Fgf}t&?4!Kd9x((AU#eL4vQAS?~t1z zCiK8&vWPRmN%%f(Ok0Pv<^p_jIEZ-F=7SMFq4T%y~qh`SicL|w11g-Ou-(pnM%?0-9Y^T z!oUb@=oOzg^~AmUX(H=Es%U>JRrsGv5ht~YV!){w(cuKrC|}8Qduekbb=E-cLv-Mp zt`YOhdG6x#rHQAr$r&BUoyASKpT?ZGV4Q`R_qF(7LvqX8-o#tt{-~bB#vWW-b*E12 z#`Q2cyaLxMtsBT-dy%`?Ch=3b zPbb0R&fI@%L2M@9+F&a|K#?09f-ipqQ}%Mr1nTj<7xsFSbsV;mPuAhftwf=3mLRgP z#fsF;(IO`i>99q_wM6_2JMSEf{1E%*`N0L-_wJ2)e<*|Ye6-W z#E!G^!fjcM&^sW_#rV&~6FX-jQ99wq@B68r?g14w zR3BtfW>Z5|S%*x@2AycMne$N7B~a64tI7A&Ec?k-=d=b9QET~%oy&2xDcz5 zFxq;WxJS;r=uCaiSk8B0t+0dAZGT5b%7`KSQcw}1}p*2ebdC`mT5wT zj7j>K6rp;NAVQx+i>uR(A{^VAdy;F9#mLuX>H z5(-9%o^Da}CrQ*tj_Fk87*V!xw6JK4-wong#EkiPiZ2nvMzhun@vE#z>??|G_}SDr z{5chyzQ{J>XIx~G7;rmLbXXEE0<|&X$!OY{MU7%bt%?7*VAm%(CWn~Q^(g*u@RxjC ze`4d3L*(ZZ)Md0^Jcbz2AyK3@ju(4wMvH+eqo{I`x^6GmfpfTr?M;n}&v~#uF17GM zOC%&KQ!j%&zFXGBZ|eP8uXpr68~<~=!L={3LlEP=(y5WskYb_lzF;^g#{b{WW4nxH z31dlZlq@uZlf;k2cyYB@jL02t6ca9Rzl1rj-RoCPe%OM0K*Wc~Z|F05<=`#iGHo|y zjCSO(!HnnfVRBc^WMT6f`M#Vu(aD_a^C?DA_%v(Rk2;?9FY|(0?>0Gw{`qGxFZ8D{ zu`QmQ@EqSRkFS1PO5UFHKhh{0c_VPiWFL73D#CeRjf{xY$fx(A^?v0InLIkbuOhUL zYEX1*@TO85sBzFYVxV$VYXyzC2Y^Q4%wzk2KnZCc!lV080{o!_ct8c1 z3@u{`G>xXmp}_y1wD2>Z$fR% z+nSs5Hc_Cng;oo~o2g|yRD^;8833rZ-Jsakn#bF;`#@RZ91%TuEWQ`ADV)2iD>VN0 zDjATZk{t@FrLnwPPOqkxHg(i8ipTTkG@+lg{TFQx>Bt*Q>GQVfw7Ho!!+C>uCtrD} z3xMVj)Dx-!Nb5x(`#?qL$M;R%(tU?YhCquNSI1ZGYmD@V6Lb}54~f{A^-L%YjI#~n zTML~fc_k7fYgyAx(0#W-V}_oR1ubPal+D9XLgJvFgn_zj>wv9|=?dk9`5Xjgqd40O zv(FUp2}EkI*UZbNvJO|(3hcXO?V3xtRz&9TF~;FA_W4);}vsow+FUp?;$8p%)j^hVUmkl&Bi(M{|HQTB`1FA4 zOeK#Y1JkDf{i+CE-3rRT4b*<s^Qx!#;0E$pL@+2L~ zYvfW;N0D);gglNVZ^*8RYznrQYO9frR9g8M->T&U1(5HF8m%nl4-FrRSnOjL-X!iR zKd_D!Px{Ko^m#RHG^z|0iO-`T54-`l*=D3|vl<#%khZJ0M3#qGy$hT6W*o6li!AJ1 zWy`4^(tMq_%xR>OpI)it+t$RX?!>LXiCfr6CX}+3Gm)rSjhw(fd>0Dx_RGk4K*3dg zQ%jTL#F$e)^4?mNEQYP^WZ(Teu&cA|lMa>hp<1dxtL0oXsC3nM3wd4QF!Q}nKqu`- zE*Xe~!&Ofi)!bW7g_d->j!KRr#vMD)o14F>WN=3)x?PCN-PE$r0BFz18))|vKVsD~ z?;4a~a?t4aNVsg|E#&K=(yi6Xzt%u!Bv;-8hoH3WhC1nX0$LvN;ZO{8t9WR9APJip z7z-UN8pYmWeRLDdj-$dSYzr-7~vx!g7kc7alHe**) zLD84Qq~}mg*>20aSHkw1^H~}D`&!vW_L=D_pTGBzgMN6+fwQ0~mq+#mKOF7E+onCB zTMZ-Mj8)6}_+*Wxy!mZ~UWdFrTUqm3igKXJEa>eISTKQxa zl5Nx_cF^yiZqv#~yP#0-BS#-VuI31m04JcALVxZOh1>`>vAQa2K)lcBiF_Hc{KX=OQk&U8a$aYdPOWjcfwu^4)4V(s%PTa$^wvn@D^g zr;+cbXyhg0NheF=8;j$r`+HMcRqauU^z0 zTI^~Rw$FMDmR zd9!0{OdC^Sx{Q-dLz@}_)8vcfiqGQ z)I&j_72g-QAfZFtE-@A+g_W+m2P$z)^Fdpm&ciA2>i8>0(?_>NXvy+!} zByU$HrUbYmEr@-Y9w0wNA;FbGU4aD3(91|{U4ecJYF|ZC>pHa4OpVNbrI9^~Y2~bn z_@0scRT_FYK6va3{e1yN7rJ)4ct0!PKgV1b`({9Y`&_wDyzLkpL;e_`iZYBtm*Z zVb?)zw*Uj6w6BEPUKm&a!L|%2@Mr1`LZWi0^xx(t`=ohGTjF%p#rSk3=Da`jeAf9B z_E2~;*L6FQ$=E|~qAyp8i?xn1{wS@i&Rniwe3hOt59EzZ;_*4+akDIPJoQY?t5AW@ zVhg8{dm`@MKT4f-7+I);{14VLMvHSuqr`FEE!Z9S#`#pB6qpHWVh>BhsO$Ae1rQ4p zkUBYw#EA!UR=f|;lU0#OSx6fP_^i%vGuiiAQ$HDF>nEEd zi(&%~@I8%foA~WAZOj7C`gzIVH{Md+UnOn7tK>Cb>Xe1Zg>0p^Jw^V!f;1+vFqc{& zs1SM190?^$>aRM!(%6(5wl(p}+(izb?<$8PAus{isSb8(*^pZ1B{fV7eBF&0=;+hw(NhGdB#8H;U6~GX*2x74;#Kxz)$u!y=k$lcUuE!P|?!flFNPNU8 z*h3u@rIM?EAcsjUmbC%eH}St6wYsy8S~;4!hyHINmR78OVTHke7*_X>*VY*iLP5oHlgC!FcMn6nuf4y9d>aMQ3nBLd6d!*JT-bIP*%U=~W+P)YqZSP!4^5kc zR6rQ_O2|=7Qjm!w{$J&@136$K@&8#ok^x`^(DDB)eycy%RZg~YlXq((XHgX?i??c7 zXD;>cUh)UIX)d{|c>;MW3Hcnbf#VMHe<6@gJ5%_~V*69h)jMyfbS&X2UB`OJsYus! zIEEBpJFa`kRk;h0&BLw>a8KZU6!#vI)bc*|J@-CqMXujajQ-W+o>E7y6Ya>yMP20i z!>+RDQBN6p+D8^Op-z~@{$boxNXAE~w-zyOr&8ojYRH#0kW{EoE~O4X-q}~q{F|7A z%@5Sl=OIWMIs3_ngZ<<%KEDk0lMlS{+W`DD5I;TUA?0{4IU5<1p>?>oBek+8>z7I0 zbb7}6*u$|H3Ih7f0J6H~%=Imm`aNBMY@qr9-gSw0VR zmycXjGKG4f+)`?lTxyn@T=UqG$GrI@U!0q!l|JN4OML9h3SvI>zUdD9EF3vW;#zVd zvRw6%Old&Q1*IBl<#RsAf)i}74qW*D#8xX!I&pk2_9IWN0o%zTEAUSz@=9UGpwx-U z_-xV}&Hu1IWp$jCO{GOV8pc_o$Xc!%|()>^xYI&25_cZlm0u3b)0 z_xMr^y#_JN(NO+>NKK{OkNaBMMS4zkl|{Lht3iwm=l;{yoyhLu!#!AM@1EG83$k>q z?>6GuYhu}1V%fI&$Zjo0I%+w!_*!gy6LF1Lc82p?2T_Az+s^FMW*+xB_XVAy&S2 z)XEA2m}>{tf=|sOPiYpelIGOKWnNMvchSm~KHTFQPyId}>5|#R&v~rp06^}uR!Twi)pLlU zPjmeu@3&FELnY`S&GjeCDaV8=)B+%YiSk{4k~by$x+=dJ_&-$H1_UrszU!BC zHrK~KdBg9S{BHoE%61@tiSk{q>0++;e6Q>i45c9ec!A%iJnRzY`c5VOb6@t-m(e-O zdH(xzJmnnA%#?HdSzmW{GS@f0sq`g;vHn?G^O?VKAOC#*qFGBTx1Z}wpZ>gGOPQ++ z#r}M*3NpTWFO~5b=vO!h&6oZ?Y;O+DPH8uP+Ox;L-aW{__8Kwn_}BT@Ufb^G`Z?Y5 zZ+#uRn(J%S&cF6bVJ|w9{A(|n_1K!L%%3&(VgXD*CNakVLY3G91Tay)>kBd8jepu% z{@BBG+Pn23|JLs{?bZH~f9=^4*T0wjIp50o!T+C&CB&z5*YodOmFWA}SNYdomk#Fo z_s5m?f?3l5-~}9j0Jgvy{PUW}b~M*_OU=K2`7zG9KXciC-zO{P{_X{(Pro;os+@cG z&pH0*aqnjS`kqzJ5yCtLga5w2KD1T)q|%lH?fhP!KQR9j(v@SwIW`phd4JZmGuKbv zptNa0dnO+ED$BGZ`Ff0O24Mgn(cW z0K9+$5Wp5#0}EgRGUf>p>jz9$`uD%@w})Kjz5k#0)3-I(=PXwC z3+KF{AOr-10N@22fB?3@8dv}mkV$_GAQS`x0Zf$d`e`l9^=H~BZT{YIJLq%mpM4IY z{a_FPynqAvy|ymWR+U3aAAbMX56tnn8UNj}x0;#jPghrt{nvRh!7oh1mER1ECme)= z5D*LkfEW1v{=RQ%t{-Zzv}?ifCLoh_Fo1vULkhldY_qcOf8J*nE?|F=Fk(eEyEmHiz! z&+nbflK$_P%CY}E*2Grk`e|5f1{S~sWU^KU5UQ*h5WqzFuD2v696p+V^YeoF zd3;`JFNE_3g8<+K9Do3}z#3Qp6Oc(i3?NkL4-mja`L3TtE|^eBX)A;M3?LkYf)Ef4 z0)Q8A00P(oYhVFPKql=NK&a9l5WqzFuCGIka+#&H{rksG#7F$rDaQtLjsV~Ve!rba zV%^!kN;{z(9|HcYJvC$M@iSlKPkT1>uUA*4e}CS$Z`eiJ&$={&aT-84$e(_`X52Q* z^KTxBRC zD*gimFj2nib=>E=!#&Gi(kSQRh2OwfvFL|UOs!@VHxiKW*lrNp7xD=Gye7^%#^|nqdLl$KQ-#-^g5%&@jL@sYJeTW3Wn-{zZ z^g7ZgPy=qAg|>DCdhl-K9X3O)U&ULRp&>-@$b4jwLF|L>;4lK}3KR)jFR0bMqs2zv zUV1$XI)MRN!8W7-mO??D%~;r9nWx0@><1Mvh~pGlf;rxd8>+#FA-|+J?(k@T3Ur1i zP*XjtL!qz8`O5G({tRef! ze?xQYZ4g=Aphh=`ro?{N3qj|6rWX}?M7}eR=DRdTj)C^>aD3BJykYjsueXzKdTA6b zETE=rfwB`wdt;!CyF+b;Ci#jrYgm_cV@=n5hJFMUrz4O28+gqA4RnV0P=|Kwpfdtn zs15JfuDs>GE!3vh(4;bt#R{+0(V}iMqj(?7Sm#5J>`z~5)3hv<15?`m2K^hF()y3Q zMV3$XS03pv07an)6rH zi#|dPsZUWa134+_~*=z+75tpQc$K{K8UjL!(&8*nA#f7f`GUv!)Tml_uSw?Abzt#Kv>5RWEFB4s)Lk4P_U0 zX3jYRk3%b!X~O`a3#ZBmMVbJ!jy@Mun&mfY{BXOWZTHp}2vlTi_ z2!77INrKlDOP4L0o$kBi2-j7V|BQ;uNuA6aDKW zS%ZcKAu2$*#wL6pLp6b-(-qqH#lGe1k6@Eb?^!KaA}^eBAmo|-kHEmLpS2@Lim zZn*uD8tKcvml@aFq(pIWdb}{I=l2N_Kuy5H|P8Xpsc;c_Z~qDCEmG1 z*Xu%za=}inU~>gRu^}iy*3d2MK|4z$$C)7o(~>@qtIFIHho-ZZ8LXuxzI-hlJKOb( z8rT@yEw>FSI{(*$S~PZDoTy$lR+xrF3&U2VKCFx)ka=&jhFqZZ*@1rH*E?9pnBvgP zZqp|fbmn469lS#Z>?O3l=FBB)ehN6Yf))vCw!kJ?>;0^G(USNd{ZV1>Vh{OoHIgjz zp-TlrN1hJdbS7A!7tKSUeKV$5DAZ-s6U7yoAl#hj8-6tqd;d$r+F{%A#IxM8$Q~3S zcmE((6Kj>XQwK0-D?w}MnhmgL2NTX)Bw0-V0QHkM#BYMS=&;8q78s%8;U}-Hq5l;o zu0X%4oB4}=^_-YL_5>0EYxKfv0x{g1`5Oq`)SmCPlEraiMmYAC43%_j2cu9=B1SPc z4e{p%#0oE{mm6o0R|22~YoPslK?n1M!c04Xe#DD0jCBe$(xb=9# zop6dbY)9(FG3KlOTIkLDQbfc8Xu;O8;@J(>D9<2LSCSvFv3iW-P)F$2*iN~6)H5}p zanqkW#4$(a=x}L+*jo$=E#tH`H3;KE)`fk`mmoGWcZbQH6PUlgABkhk+h*Xz|2pPx zEAw}u&@bPveF``N7J}Ann}r`V`VLjr0iUjf>{JfxylZX^ekS!__as+I`VMRn`eJe9z=Ewsc7^1aJp;KsB}>xQ74SgvvY?UvNS8p_yKM zC_$ZpM4safotSVSuW^6YY z`J|D0G0F+rVp}M|webflw*7@fO)b6HSszLxl-u^uZ%wEpbM#1{EY^u1#gIO!6eTpa zQDSiaDB+G2O6qR5BZpFaAN43GgCxoVK5qb9zBkrG13#E3EE~j&^oSVhS)0LcyDft?v^L%qfxi(psBi38U;-}Oqw z+R9LY`K$vf;SWd3QzPROM~Sh?MWO$)Z%cgt+vPZMu{gA5=({nNMp5xOK8>9j&Oy!G zjkL;gVjH$~4%@1NJ@}5K=EttCk|!<>fR^8tnj61JUTYMiT#RB7zulsJXZkVe9`S(n z&b$ECnwmnB3N186FIG@fDmB*BcqG_}?KP+)_K|DL%}N#DR;GwLM-s)Q3bCU9cIul0 zNT1nrje>tWmnPrfpSiTX61#Q0OU-!$TfT~2V{hXw5`!}E8O~J>`#8QX5!sPgG4Hfd zxTWALfy4&dde8#jB|mqv_$9;j=?4-h_;6R|BmsZ9kIxQ#PM3|Z9HhRAN>nr-w5Ks-EjQw zAd&@P*yuju5Gca;k9@|0joXp50E2gsE5LiueJ7MyKHF}EHop%08kZ_A_DK;{A`^v6 zgE;YVXteMxWE9SGxUOJbOtF=_jPEuvWH0ee%h(>jBQL%o@38KA=5IOvs3A7BjV5MK z)QRy(2IWq{|Byym63n&RY@M)}Y7hmOH=oJ0Ig$K|4a^F_Cb5Ib!-%Ec%qzLqn|3RL zCSWPZ{GZQ9_<74oe4EJOjKzX+{v03MZn13|+m^Ad8RLDs9$7lJ z&j-ym5@+~bku@2$g}lO?S75)%%*o9)#8)tOEwUK2{|MaY*jgNu$1yc%vwbMB;S6#! z`;pw>IB&Miq@6QfvlQF%Kppmd3c9o3-eGYf_fU*@l|ddZXcULA`#L3%(|d|! zAZuDE5eWc2HgK9bK1L2Zq!;TBAkhR~Ddz%DTO^D6$b~fB8!sXpW5h6O_ceXFKKVj@ z9ZO84-%lqn9u+<_h*;4Z`|gBHSSw;A@o^M*)q=R&20Pi8ByN!p8_bCln~FyZ=X7cl zcdl8fH#!xBvd>&MzC_N!&kn@#X~54S86*9>9D%*j$12$0lEcuecO##%2Wbglzn3}2 z_ND=AVHCCN8pV*$_{t$9MDUjdjM1MpS$pxILS0TA{a{W#@SWNWTXlZMweKT*{XQ}*S=1%?cIFj)F%5YW z?DiVA^c_3#$L{K5b4!>DXMA=HhyztvX9qA1NZ`Y^jm%|TkQf*(Jd8$h6}Yl)0u9Q|K=k6MQLwPQSqPsp+Oe5tp@t!ByMrel%_i;WkHcgKh+ z-bmMM;<|)7YDp=i2|0d0F(LLO@rX4^Tuv=E8Q=0?yB+f^XdhcV+LSqImn@z(Vy%%X zIGz_RhSf%{b2T*$weZUy#8l=_vL+X{5EB;RlT(M*yH_1M0Sc!zz|KZktPX{3Leq=_3JQpK=qsp7=76!F z1bd$ojLd-xKHiOc49$@rsl#<;HR2#SbSZQ6fm(7bzU#=GrV~d;G0(xy#KeJIPyNmP zAbk6P9sTQtj6@IafzZy%E?h^E!wZtPBdAk{vn~gK2gg@@h;M_-%zamCu~3i#=7C~t z8$=BRLA~0g86*6*-K8trbZHDX3gQ+ zU^4UYB~fgipCBe7sZ}W;TCCU*EnKPhBFKAw#0ERo+#v{?WUY3&V^;%-P4=vx1GO&e zb>D|IWaN93#L=915&9xV?A(V8^91T~#uR`rCvt3GVpm5?a!g6?DRKXAEVY;( zNt8#~Ix!gZcz`U*Bcx8SFYngaXaV|49oQ{ZC-RbYqAhq5s}p00FE`HUL{nl-XYlnb zKptfYQYfpyVbF9fl6vcOqV;;6*t&t*Z4;kc$Y;o-Jocqd!Cwk!$yHzvxWfO>*#3~X z{LMU81Qm%EMM@gQO#ETNaMp`j;c0hbg&>bJ=kuv^3~dd<0-r0{jM~2OFKL<}>abhj ztzDY9*gQ>S+)ov&7a+S+G*RT0i4ldD8bz0)z`%XOHOjplWJ0~Tmd94iXnO%R)&(0Y zgpI8sJ~k}QwI2SH_mR5jJu!_o*CY3I+apD+!Vfgui)%W?C^}dp%aKEEmPkB3%sqpR zp_M&z(=DfssV z=HLNyw3sp6CT|Q~!~KV4T>md3#uZ2wPT7g#zB%?cGe&HL=iUyT;zbm63(%17;XK~1WqVF@ zC=0!yK=|>fJCEp}L&`#t&$!63iY!VQvlb=&m@`eLc z%tc6>K;;xmcocrIMxI}xk%!l76ymNMln*A1Y}G=^^F z1eL;{x6Dq4cETE}8RG@0d&{A#7&rOK9idPPc0>INgL=WbCNp1`pr%X!A)pylm1w9T zRvubewh?qzY%iR-o$@#IH|Q$$9JR9DK&`Z9-vb<5$pu=f7j$^29n(hgJM<1G&fRt) z)Mnc6?^cRZ2mbVJuTyLow-u z)Bs}-?*~<5Ftku;I#TT`heQ2K+`^lZ4>C8bQx5H3XI$6!L+OUfu^ZbAi)F0mnZIjL zG%}%5=kO+Ds1*L6p~IAPk&)v)pfLN$iBJo_@muFc8t79Rsjs7vMd~42(nKS3+8|rh zO(Vbmjie9KCN)QCWaW7p8HOEKIHr-sp(!7pGeoZTL1twpZ{5}T%4L0!(O_S%K^keq z7fyrMNNikX+b*?6e)B{6!XN1iDDuNrY2?ilP+XJn2WZY`ySm7di(O@2Lr48aBiQr6CTbbeLM;n-LGA*&_`VTPE0-fPfi0iL_C~&gB3^*?v$K~M z+7FPi8=YnUVxDpb_WT%nim5kJF>|47L;tCMP$MTo(RGSJ3MG|ThEMOfr;&;Hb-_;> zxveykDEMg_6ri%$jFqE{T-T5{@~&`~32(flWw?)YbXj zxj?+T&AdIrr(Zz-djnnZBUG}lNX``CZNx|eY(*;I(3K(bSdNFRVyluD&7u2nOpGmZ zHmqZdVbFDmNwcT(mg!)P^qr=WXT}nl; z4rLth_k~uAkKM$_21D8EFcCW7Bv)xt+f!CBQ^|y2eElV~Na#n?pcu8I-CIbagwl4B zl}6U6t&vfUHS$VZw)Mi6Y5OVm{D3iiTBMOawl31XqpS2R<{|euAh}duB_r}w(xolb zOGhYQen{&C5${6OvgQuf1zQ=O2Hi57_z2Ci1?w@U7L>UrP^bcYFhQ3Vvn0gKx7qRF?JaI9Bc*Lg*cC(vp+0nkT263bk+niTIHG~Fx zwhz)VjeX>iYV3a!$(=-Bd4(9${ULcU7qA8gp=!l~9>B=|OFAW^khs=>=}nURAs1Jnn}#@9P-I}wVZiaEwh>L(a>*aaqjc& zk%{Pu{7OR?DUssoJ;OuZlRnbEKR)~%IUeR9bD*y*t|AtXL3&~y@+HLJg4>ZpBmM{P z^_8>tu~xt_jCe`x>`ouAmXPMC^p!2;yAs8Ket1|PN}N5I@~VD5_?hyHwyH@n9m zFA=YmZ(gWnE7t8XV+yomo*e1d5aKlPeykem^a%O|-A+y?4ifj$7eaAo9$OI0Tj5Jf z@!|bu$VFiDSCJU;vP6P}PX{QKo@F&M1vwB!Zsc7U)X9V7ID=MZKj6*pCH-U|bm}8# zkv?JDTKW>3q?MIZpkM<(upXp=WvR$LoQGz4nVRalR`%k&3GJwHRLD|HCAKd>{%xg3 zmY~kr4JNNaDu()}?ks4M#DqtI#Esd|`&JV(w`h>ZK^g_$yawXH2m1RAe?3tiSqtKV zCzL@YHhp}KjMsN0knqcc!dng{&x~yaO&uF)4i)dOV`_Qj4s<;z(!0r@tzQ!#e?SGS zN)6D8b?gI`(#uyy4TDlk+ttBd=Hw0MD8RfNFQt(~h(&#&Ag(B=kf^T}W9y5Kgp^@ZVa=b$0G-oYpE`?5+sg|!B5K~#ND>KQrt7(IrJmfG` za`JH!x$zh{6A2afENjfRrP!zGV9r6?m3*P&((blN)TP*J1nYctHg?M~C4o8$pW@hx zU^YJ67u*LG**-iBsiF6-azvPiw5#ha&&2x3bx1Rv_{y8(t0Fl^-kXANeJ74Jaz(<) z2kETc8q%j z(hBF0_*jKp$2w#ehS~VZDRum0A?Bh#RQBTFG&J`qzz~9pAbu=?+8s)aBpyxxX1mB!dx(SBNX01nPmHOX zi*yR>WJ=7nC%0U=53M|loO2tQj_dr79ax+oc7!9lbck!E{YadFn}?Cyq%J*+Jv7Xw zw%JDg1s;O2pbFRl9GU0#$C0wg;G8#+;zV9T$GF?G?$wEj7RVL6sEC{ab8v&-ocZkm z+Y_0e8_1$u0t5M#zssU}* zM=Al^yNQ%a0p?lRwu|50Ic7O>C~c8NnG6PlJpOOYXGLtXV3H@bg|}Ps~oo9L;l^x zN9GnoW{Trqd{)aZ6_8VGjwC=&U-_B%_lEeHOb&WFjkreK`@R6b3?VnJC+2NNLSmn* zoY2Z$`gin}K3XW{_~_DZ$kI&UdX@FP8>^M^*l@#a>=>K#e92ni8?})}Q6b&Y1N$>r zFi+U+GkkJ57zBEOU7!}fubQrsmlmsJ;$fA1{6r-`BWrSJKT?`eTz4KN<{zR)Gm-}w z`@Y&-(~wUuc7+b#n`d+se4f=waScOFh3m0J*TD$Px5GwrQGH?jZ*H z9R_Eq6=H~$#Fjhc;0~O3EazQ=|1ZYRV`%pR_IC=~TZX-@#fGk8qlJlUFNrlNARd_W ze+Y<062*?WtVg`_GV_xss87$317gTqlLjFj%et05$n|L|_W~{;eUrhurc(=^r*;Po zz(M{$bP@TJD@Zfj-o!ZnM!T7l{)D#d6!&uH3nNrQ9rJ(?jkcLrBygy6pL?mL&vdSh*C8)R4H(Y) z&b`EXKSBf~LFHR}`- zg;&%vni_F?G463#A@PD=v}uEEUpI0*wO2iI`1*0==|E(GkVEM>7`dK7ezFmtn~_E- zqw$j)f{;L3>?c#tc*sWPUb1DPk6gNmyl%$z3iqSFQco4W$F<69;yStJAoK4^y>)~f zQmA!mF3Hz!zL>8UkF0U2hp3_q#Tjo%QlPhZ$LD~tMuog(43_v!=o8w1w zPc{g7yG67~dsWGqx2SdI8i_#(^jB{$1L7U!htkgSIQKJ-5R0>aQ1kjAnYfjENwLVj zVYfl=koqtsHd@ezrB=4V4x?IY<#{{C>P0@DsFej~a&LDo^}rP7mo+&vk-C{0`vh|x zxrkh|kDRpuxuR9f^95JAu7H<(+?(rSCg535kGHzD44K@zc_uWZlU zrFam_G~Cx5MNLb6U7s~ybQ(MNTt`a}9Ts$vZrxO(B(36Hn)}wiAhMFYZ#$Kj-@K zGxdET>R0YhJmA{q1lMCXxKHt@0`kCIuPv_0bqM!ADt|;)=bNw0;@(VeQ)IJ&Dc2^} z;10*z6y*AdYp-_SeWmdWa#pl!{KP%Z{x0%DUspLb&t1;$>@8#8_{ila=nFYLyQW&U zZH{bMFJz{Cxd$$KLAAEv)VySAm;t6$jA+D(_FjqCWN9@V<781pyVm;)v{@!wI znh!BXC2LYYE-A&amc-CTYH85}`7jsm=aM%Axd+jGr&`Xqj1>1Lq$$gAf6|KBKOp8u zf!>8p`1@B{fJ=cg`iv6AbiYF-NdIo3pZvZk$NX!1b!o3daiu+j;otq9_{Bos^{#Sk zCcppteP(~N&{xS-_6dg45CFV@0}#L#SOW`S0{(M5b?9f4S4uno{yaPBOVvBd@BjTd zW^s=4Z~wfn0rX|YEv20h#uN$^2zL&%gFg<72v?{%(!USO637pW{dDXA8ac)%-jEDeV9ByZmdf7xU99 zC;!^Zq<PPVIi?hyT7$A=vG#+e)7VW3vVSH~UrQ`0md+{%2dC_`yPd_?&W%5ZeEs}=UcdqT-WYOe!#htoUk1k-KsX2mAs`q8059MG1h56xzyg?nO!{H~p-P{C04BtF!?+K0}}@#~*8&VSx#9qSjdS!wUj`ZemKg??;|(vB^CvIhU$KgZV=`sFK?WB#@8 zt(m`rKj%--*8jcDfwZ~$XPf`GKGdb(t&K__95~PKoy(845IdD)|9Pwd?=1AQ5B&SF zPQcF(9#?(~W*r4E0m1sJY(F3V?~m!mZ&i-{{EdExfM5^+yuj~|#f<(1>{Hq^aC|rj z1%KY|O=5h;&uhR8+RNXzomjhV(Mq4KY1;yrfK2Aj078{H1Ok{S-}U1PmeH>-mwz>| z4P&#pk$-D&8{2)bHvihYfd4Q0S;ytydX~gahWxaXf1dA}*r?gj{2R|A#?$X-&d49z ztjYSB|6IQi>?Rll059MG1h56xzyg?nOzg-2LKS-g0+=Y@^^M2{ZVQ#MX0V?Dgo98J z0)jyR@B$7%09#-UEPx5fq#XkYRoVjrm?+=%QRJv+QA*ptf9x^VV0nacY%u2t0AAqt z+gXck9$KA$Yx#cnX1=Ei3_(GmK@ zM`#m$`Md_5A`*!eznO&5%d;=Bm74!QRTDC{DnA8J0=27G}IRC*>&?D$`rX6(B7SKXC zUlAU)-^k6gWmS7$DW`L$2^NWV?G6@(PnT_5&8 zc8iLgh>ES)t$SOjw+bfG12fEEW4D4GsHoVen5Y<-C;}4<4Yt^d-QE5B9DLXMt#>`o z^WKlo%^%mAVVK!x?{DqzIqO{4*}ugiHqJDQ1C31LjR|VUJnYKazS}|ZfhJ+axM9!? zc0mWI4~9bNIP@J_4xf)H1SJleT*UqX#N9^F8}!xTA0PaohN=NwB;Nw4KG@uMIP>Sb z{juL({(lDQrJa`%>L*lnY+ew$N^ktP zYGGSm`!nARZ153E)6|Eo6Y9ea)_N4m)Z>#-cX++X`qx2Y=ms5P5LAfWKTJ>`STA$a zF|Wh!tYr{u$45=uBauRWtmk;!INn_Rm0p*>d9}kwZ5t6c&>=ThOA;oNMfgBxnG=jO zK_!z|e;NwMCa5Zlp_wwa*CHtI#Oqw_+HxjwNc_FP77oPU*r7-nU@NOmsiJVfByp;^ zMbx;+Q+Mk@WB!5^!wsk<7IHV5c}5|JaLg#KMIaNh9?U0iCqdaE79KLjG3=;i4ed*& z3X4b)tG*x04CNBc06XZxyd==gi34q$582%z&eXl^bV(bxnp_A@J z?q?VDj@B8%`BJ*bzcp2qeV-`YN<+;bMy!=GiSV~jwOQk-491NiZ}+jDP~-`gLmLl- zu1#()CRSDv4^24MRD9ByIB?(|x z6?FqD*Au8YeVEtM2&j(hdA|y&gb;)Hz82a{rxf9OFIg-KPZBA}LWH+8iLTh$5C2V= z2!(|h)w0%`;x{Fy2k|z#I^)|S)56;K5hMHBP?Pw70(8Qf7Zb&RDi+a^r$4WYFo|M4 zP2x0l`sg<(?Dtv6Wn`R^$zA;UWGD1Z*1CmwC`SxVX70ZDauI9(Qao8?cqNID{`heg zQY)XJezt+GPmH~PLCnTN*I7s0&p@VR1hraA9nu&@d4B(nxLVI=gGXXJaLL0cHUqUg zb%$JghyU`krYe1rTL?%N`H~XFuih4@_t1CRLRo(T?V9<$TFscVh+XDa(w~?g!*6-t zWCHaT-%R4Yh0i{ZCjW^;?<%R{%YYP7tu!(}nek$g*(4mcP;aY1mCA+9sApTCb_SE5 z@1Zw(9z{NZ7&%1zr7wk^3Z-aG5Hcyt$kpcY;zx6{I4Dh`{V*tI<&5Ia2WUe4UUz|d z#_xCF&-cXbO?)|$FAeA*5|e5lgpH#J*?A!fs8XICn2zSiLiez4&b} zHFF1Zo1CBcctwq8Za2>JTk2sk<}hqJbn_m_WeDcn9SUn7sKQXfT2s%i7fBMuAI6Jf z9ww;AMlp~$49J4gdK@Yx_BGCdemRDHNyj+e_{oRbIuzRbIO@ktsKpDRRZ?%ugW)Hj z|3UM*0Ni+AE*e^A9CUN2b#qgo$!$y*iL2AZ+40HZbWMvW{KSNe5jNgPtP)qbh|vTI zMX@0z%R`e^_!5%yH<+Wi^>I88*m3*w359zWW(D=XbbbIVJmAd4} z9=evjYaO4B!mh{JyQ~UgpSg^~?-miuugM*g6S5@KnPK?Bojv^k<1Q(J43ahe=Gf=z zu(#v;^VHIQ^aNL+yqZ|sLgFnyF@CoUds8uFe3(-j_HWPp{CI86oVw+uHgVjGpc=W* zRz-cEhy;zjNfh|XSXZG>CO~UE%6Ios3&S}cxl@T8+&Z7Vm3?C_Ik;~qbHguME%D2| zCW7UK*=N2YQ-HrGJpqsL({m(FSa;X&_^ErUSn^kj=&>MCbod!BYO+^tr_NrXXDV3@ zdhbQzWE6dzBlKA{H12_{s~vq_VR{q#Gz~r5e0sD`x$qKV zNfaw$<;Okb3l7out!GR>`j^J|x*(K6pC(R*gh3Zx&N!3s+aQD3+6+o%ZQ`c^$81d<@5)}ooNS@+ccYhF$GF`Y zE8t_SsD3*}jI9wX?0dut2XZ=cFA^od4tRhB@SQp2JsKzGLd%`8Dn*<}ZsTC>MDbi@ z5eNI4#a!y`AZ*{iB{de`kFCu9jja#h-w*in2KHTSB(7}@;tqZ6lwWbey9hN38I;{% zE{Fnmpz~G^rQfy0i%aXwVx_xD)JbHViR>{B^p@-)v2}S5+SG#{4My_5SS|XEib$1^ z_Zj$f7PkLRTs{LsKq+#eEitFaDIFvyo-?mz*ls<(-#{FkKvt`YTf8U|W)c>t?fu`- zTV7xfh$B9CfnZ{D4skezwT(r>X9ToT9h7w9BC{*?x*5F;^{%eFS!is{(DFGR``%}A zst|KoN(?k1cJybEt6`5_O+VQrl{%VCzhyRv*dv?+&MCQ0;(Ws|I ze*8AY8HFb?j&LRGeIPFh!+nlAYJE44A{}*eTK$* zi5g%c7Ee;2sRg_CK_A~k4cd*&TsTy8Ue|!*VEHzV4UFI@@B*KS^XcSErG@x-8f%`G zE+)-M6SgOkMdzFBVeErF=^r%nkT}3z_V~n&I)IZ{}9C6@99OUw$e; z2Q_g7{=WW}I)cqSK{Ut6kDsa#W1Cs~div@kiP&Hrb$0C!e_ntOv7gi#r`~S=Qou%GH+036Y?p_Z~3kfyR2J7uL^#EDQl5M;21UeO&Gs9 z#+ZZnZb82LkhptzjM_)Mb>(;Vd^UjpJz_j-Uc*6iKC1<0^I1NQ)%SQEP;*g3s4z>Fr^$S04VBXf?+79N8FNf_%o`GJpR+khp@@S%P znHVqr8f+4Gh9PZNf_%I{9cI0uQ}DYM+YDkKm5kGjyl6;#G$xLzV_{tl!tBWV7OA3b zaszssD?wZbRtSNDn0yTrZ+zWt272bieWG1!Scb^^H;%RFb$g9vbw zIqI;*0kC}+vK-9+4fr02gd@^SxvH`6+@pUZ|396BmQF9_hyCWWCLQ~HuQJ4`B0)gx zcp^z~Boc`NjPB(aW+w9%HX8`Gx#?K+mn@EVVI}T(ATq zUlT|@n$5Vxcn~?I#Axx`$Zz2{6W{xVt+ilIEc*pWWL@pS_-JG>m{%F{s>C5`PI9`~ zgEUI+)HD(9og$n(6U1L`W|0e-*rRLd@5sw}W?D3TO4L2vw>j{PbE#h%u@+JTgtW>KJ+ zS>$bI5|N*w>+eQRuqkyigF42%KePTq{9dU84|pAiZ^HTfDQi=DM!PjBqHg;XadQ$q zvzJB0Tbae1>zwyZLUN-!HL()=PkyfNu-Ei{jBoEEdy_>z@VfC4{oyNOmE8aM6A70h zsX~vOMLgGtuDnGO1bKn`X6hh&OxaSLYv7lBC+WwS$HnzXyUe7ARx@sU;-fZsQ=b^M zM{cMUF8HG zSpGE_8+#)WGmO0)zh5M#X3Rw*h4+`IkrQ6TYa^xiWKLU>gv+r+F>|;@tZZWz$5N1^ zXwJS!JQaIM4&g5={53s=Ji%t44M@xoBO9^dgj4*@npB`9G81D8W(du-bYb@>4VhD9 z2=B&=7irj`ph@gJWE92)zptI#!X|Y%MpO3LN%TOT<>=qoLv;l>C-}@YD{M8C_}p@n zm?Wl#xUfg}r@yA>Kl2x{)sx;I|D5W=|2lGx)ri=m2W(M+ee@yM7r+hB0v{y;4ZaHi z%fSc`&1a1{hV2b%bTajY*uNz>=W56K75jcU&PjHDVb35hU5TLypZ`$Cf0hkWq*8weBDKQwbOAT`V8MsMkWPm zl*RO5>!Xl5K^CQLe4H4X8Yc!)e;(62eW3o7<#i93!)IX|;>1$=sjtYQxNSpfMMn=0 zc7fHv6Xc~wE<%qyom{9g!6H6PHjBdETnnM5E({{SJm`Dy;YIqK0pO0rm+kRyOKKVQ z<1jtg8)D-by~*t+oKyA45TzPth;9$l#kfOhqEgRf;WrBTjJ-(tlrf2Oshr2ruNPw< zZSTkRkwKh?bmKg~1=2)zTxTUNMzLoku7atwd#HmwBLjTSz zzRu%XMoq5mJ|iZRncse5bt83U5%J4jJ$MZ9!P*+JKc6EX6PfS5I(&yYw`#z-0uq2V zcOWAZh6LceI8m<>J+?!v=<5_CDnE}AncZW>jS4CBOo?K_)OfMBgjx7CFbS_AT&pX~ zImiogIFtNJVxHt$GC5Y4Tw7;kza>_eQrn%$$@ce<19{GMm^vvUiF5u%`7Ppo5_LG9 zxzURivOyx|4K<3fMw&S{rtU2xc1BSHyB?w^VBfmVm_ykEda+loi{e^DNRmicgmhkU zGZK=V(_+_Nhsnt$B&LMW z8@1t@C_QR4Ia!Ro>j1e_&qNL%r4OP8P6%LMo2c||#5wP^k5j}gr0oV2OcXye;zdS% zv*^oM^{GEMn&L*O~TPbcNp|F32A@=$qhldr6oF}Bb+pl{f9fU>KFe#kBQ zuB)LNaqE8rum&nd32#1^+8Bo?Gbyq47YiC@TjO2$UVXlA;&nS? zoaa{glFrU@RXYzkpb1YfWnEpN32%iK9JEv?+lA=lv{0Q4-VTL$pAK3F@8flH%0*;T zpmE;K$6Q(GlV;4lBlHGtQ7_j;C;LJ3>j~v^7HC+WeJ**o+pkz?xdBaIc67*<+?;GxA6b6Q1#}H@R2|C8aWLr+p|*8aLa3@R~4NEqPjeSEOmWLnH1172q%ac0vkc z0RB7eEltn@H}KtXd!GE;1pf`hm-ue{WGI2GaXIVrfU+`e6SQOK4teqAXDAQnh=B=5 zp|Utb)g25S6)Xk4u;E2dD7{cNR+QDtz0f#f@JnD1Ui(1#anj2^P)BA!V_6P;#l;P} zDzQ0#IFz;#$oB9$W-7FuMbHD6BQJnmXL9_Hq0nJ=5o^TJNh9%p7U`Bu7d*w zvM7xcphTX7Hhlwmln2oMU;4`K&?n|Yt!PpJO88b++0w>SdPaE5*9&-Zcp|Y~9hwHz zj3!`aW1U>z7Rizx$Vm)F{z40VcZ^O3&e6%NZ8~XALiXb>6x&x&ksl6`H3xdir-yuG zAe0lkuF%faI=PPDHSNb!Zk>>*7^suWyr8fS<8Nqydl~D}T%C;A&3p2|{w>lKzsMN} zC>f*OWanT{*>;wXY~aCDZh4BWbzkTwuDg1>d zowS0goeXWfK$cEEf2xz6e(2)y_?NUht6L9;v0hMxj1w zWYh(X9LM}>l50-PD+_6e%H&TA=ztT+vqJZHl09=9PK~mv3$=@Q5BB3J!EfB;n1dd& z*L5FRVhB{61HRG({D|+#amXvAQ~$0(&3Q~ty@TTTjl70lQ=u^SE{#vCLD8v$tV0M-j#Iqknl9u%^A05+_QygQVjg{dP+tn_ zLHb~5S)EL;NS(ETV#NAFp!8Rxu9g~tgbnLxy$}hNZ8~WU#d@YiC+lg-^^`)Cij zwUoDv&99MeZ#1$)Z))9e>R2FgvxXc!sFhanS~&s=(B=nPdH<(YUaLsWY=oph8z_84 z)&Anl2WnE2vl@A443sTsNY)1G<5g(K&!Be}g!)t+JG6j$+KqVbPknMHpP}Cs&{3Bv zcuBEVEd%X*WThuQ^4CaYf}%9?;3=K3owqz6%M+%lW%v1QbG|nl+b@3ND@VOXT8ucG@*cUd5A3NQ ziM!9#DB^CxFJBo!4bm-gl|lR6WQ+FHpnTra?lMv`Mva`re$b;oPr3Fc50GxyK3gkq zuRyA3H#BdK7mU3RSAlYdjh(QWuM6vK<0>ye@2(_0<(MnpawU6=>n`ZdNM-cvMZF{^ zY_aQ8YE#-qBqyj5F4Ty*>;WOV*Eg4fQHDi4jyvodLLP83iev3llzLYceF!pzz2D^3CN<%fmRxX{Z}HJg&*c_ zhmMc^=SD$+j3br}&?0&L1U%s^u%5T91t%{q&Vv3m_FhP8CFA#6Vs(2aAv#DMF5i)*{yqK&d{cmqp^) z?_ME?0?mIiwCZ#|&%>M+8R;z&kS<6jUci?WXtQZZK4c&-a2mSpS*WiUk#o6(%+q!H z23u%))cKR-YjNs%_vP#jYv_B{A`e9^s0f|20<|Jw5_Ly6Oh}P1FbrUya?tq{83{eeb8sEwCN4~ zdnk0uK=NyeuPn&kl(`Qnhm%OzkSp(E$aydyH0w^y>dBMe@%J@v`je6LlrxYUA}ci!32B0@!Zr2Be36A%oBYT5(s#B41p|Wre;To(9z%Xp@QiB&fpc zHL~4JXpi-Da(kjqM$wb*=t3;fFSVdwI^#-@PXAOBT5o&sp3lREA~Q!1Ug4--b~~k) zCrAFqbza|%B8J8weKDT?i&}0M0Bt)2y6qmuARf0&P|M8+HS&lBSqDd?*%ly$u|p>< zN0C~iUUyHY&pwUB4p_#%d;1)8(W^T7;3fNTb)+x4>5@8X8$116Upy{2X^5zQjFTNhumyL4bbRi&>SRCHnF#nqeY|jGTcP3nW~p}&a;+lNYC7X>U$B zyNcud;yAgXx5uOpluuqd%U+4@@>@qAY3_tHMTkz0E5&>Tv}j_Y%?jjRc5#k}KZfpP z4Po>~TlI3)UcEF?6W_DGAFL0yp^V5t1sG zkwLi)GQlx05mW;okUp8pYk8zjJ|Y#+3x8cjUf?CabHLUIu=OdvGo=x)d}kNm2_Y7J zkrRj`9=o^olhJj(qgON*!_0dTE zQjKgCt6_~u(rwhrhR3vWR0QXa^k(s=IX9}xxh!?~3wb}1xsRp?xCPz2NpCkf;EIQ| zz6q_KzG~Jjq*gj=dgRYrcJEB%I4QEzS71F)T;2eJx%=_lf; zdx^voxjvA!yda07ACtpR=&PP`uKo-OGV=czb*2S5YDMnvLPFx|;sLVzwgIwtV`mvv znfzGlE#2}_U;VjGP(UvSbU`j^A~st?ZQMs4U{7vOKD6R^77LO{Dact|L7D*DEg|n+ zzVk}V1QDNwh~EpusFqhnuA(E@4RqMH61lwvNtE5#(2p9o16#kO&ZQz*dXxV40Q**6 zeErlJxqubOZm|dK$VBE6e7(duHMq$8ALQM}8}yds;Z5=}Gq;=UI@e7ai+IXWrG4bQ zNu0Y6B_7rhZ+qFJPH-M>M!qeT-?FEiJdF*{a(;S&YbK2M;3|?cH<6&YL(k*rDw}&i z$FJZiFS5^v*lMId(q2utHqd%1eIU{(W05s+#lH*gGv{yg-PF&`^?Z@Pq*qcCtD~4Z zz0%m)u5y#wO-|qMDbqiDOM^f1sckr?qL<9rhujV4&odq}W&xyLSod*!+leuph?56; z`ZnNa%&kc0h+Mc~bQ*CEuvQRHI?5=uMhpUj@p{+XAok3`-a#<|S7pLP+~ z4)EQt%ShL};5>!=K0^#7gc6SJ@%3YdO5x+wWkNtyc&Kt49N=ik6B;< z`1F>26l`N3>kRUP;@~*w_+Bq>6MrR$Co9&{i~Xb`$A83L*p)spo;Ynl?V3*wGXP(3 zlbRO-2Jrq7^{iVvB*=PGFTMR_sgZuN^A0z81WB0wdbM;yE_5|95KfMMcO)(sa85zp z85NGy>`|_5&`&j|7usSVPK`)6vM0|Z);`Cx*OzsbeYlQLd5ouwKEO2&dLf@tTG{*& z*E-5l`>1IbU6J6>(0k$ME6eDw*3&<3A)dA|)=ql2U7QDTtl7wIOsmMTCG})D*BB;( zNnC3pHoh-JPKP;N3_)I!-!I!l%!DB`#~82n(A$v%N&Bg{oMSwQMCR@g=kABu$3P@F z30@CkUj$nR;tyZ|d7bgs5Je8uOTOpac3dLoja;88a7ib>)}YqVTP+?(PccO={{n5M z(O(6y&&{Xi;D`LH>21~_i$fjBz$c459ObZrPV(~L{<8KaXL+j*H82oaD9-uZ#!{!L z)qB4niA!uuX@!)}U;NHZFQ*PCh8a6-2~s&5h&_CJG=>zDoIMn`9P zc#Ma1qQ~^(d_=`Hfg)T7aG+09-{)E;d-2J9NUxNjXROGW#9>BTdMEnDe5~X39Io9i z;F=p~L=GSKrykI+pT*Wr0bH|Pjh~Kl&W1m};G+fUZt?@y7Rvnek&U?~f`FV?(%!Ghg|#E zTTV@2A6~^dCB1V5|7-F9zkfg)MTJBk=V+UYb4{Wwy)5Ttuj|wQwc}ib$Qq93dMhKs=$NArnF_$rHvTgCt=6arSRy|ba63iO^*;wh=&m;4n+b@ba9nZE; z7<2mP^IE>y+A#k8KcCmE_11=OY05Z8<`oHYW`2#Z+t_o;xH&Uk$|h?=x0g9Lo-^}1 zmYo+lGd~OYQ7t<^a%Q|a%&+proLg^B$KQgr)`r$G%KU7InG!$+{&OA5!ahH8&^~vF z|AL=#&OTx5tPQyna&Elk_;2!W|0#7I2%u8l8@ghP8rO2}SVzf?9WQcjya;^j603|C zfKUB_8aM#~?12sVd!G+toE_0QH?MqQ)&@IO73TH7&q?B!LfLu$XKT@7@rvG<#_{5$U zlii>E@9PiQ!WzCS$2-gXjUeaN(h1vsH7R4O823Ndu1jmI4dKWC{(HSwTN`}#D&Nbw zIi6?CWe1co|IGLGS=-?3wFR@b0N@YQzzO`>ST*rujXTO5{`|Mf{DZUS|L4EGx!l_D zV5V~1Fr{t+0aVI+LnP~)m0homtS1tLfnX2-{DB($`7z%y-?ayoW0v6eDv-tTj37)o zE)YPayf-XS>SXpFn8n{l5T<+%1W+mO4GS5s!#-uae>SfzZ@)v>Z(+9m1Y`a8W2#t>YPT}xe>aCh>~-C*DBpMDIDd95SL}N_d;j?RwRU7Z zFSFzQUwsgc?b>D6!T;Mg1NnT*?;cR`6%atByf>`oe-Sy@f3;g_ZMd;Qv4asiM1n97 z3<7{ZPy;6*fIYAQC4dTKF()GkQ|1N)P$};XmD!i>KUT&)%lC{R5`=+Z5CHsv8aM#~ z?12p^0aPH1af~2L84n1cQr;VGQS0BH{_lN#hB`4h`@AcRaf3ks@CRz(1O%`LHlPGh zfh>+?1YycCfdDGyy}@6}@p$F_aRzz~#Fc1s^fImqt$6ycu{DB%c0RilR4JZLrAd7h$L6|asAb?7FZy3vX z!Kak@1@pZC;1ATm2?$^hY(NR10$Kdd2*Q-#0|8XZd&9m}?5&%WvCi^6BZvfHAQ%Jy zf1n0VKmdDS14;lD$YLBL2vf!b0;rVth8EayPqrQZ{I|+^gDSg@25=02pay?FPCBuv z*_Cs?e9L$tIT-6*SJ3}1&KX~}r%v3$)dV_4S?F$M zxW&CH6v4XCGq|;T)>@v54ede;MP?tL4dy$gNwgrt>ObOE z{l4JzcIZS<8#)7pPNd;h{tfZa6reoBaqL4G(Bbx4MDwL)s8GmyK%?p~7s?Mb11CG| zLA-om?IFa=nh(&+K0@V!8qkOs(&d9XQiPaczT5OrYO!U1P!)I(gYVV&ggIWvcl}oK z^kZVPAa?hWS0>bq{|lG7p2X!OU;a&!8jKI0yBL^`47{!UL>hiA~n6PA86`@``KF za9{5dElvy8$BP38e(?E4F99xDg%o1oDbD%;Hf33zr-yKd2u=dez zP$->^qDG-qQLKKFsJF%{W``uh0Tg%zh2Pe&h<_a!x_($r;v9{FbTB@$_x1%S&$qeu4+O@sc`_>FY)2N z8M@jgq)dpHCs3`lN1zfygE^W&4DrP62#s0j%0W}_Bq$P_ha$zWfv4YYM4F&MhFE_jT?EWY6(^b}iK?OTBEP>$1Qs=kJ+F`h zxJDjjKy5xn+_ScKtj!ji1qP5?W1$)mM{W*C%`_v&8bN2m53`(7g{@TWiB&k{wkDHfrEG8qcxwxp*?G)8u4b&=naCL`|K!w6vJ=Fi$V>}BHY0wQjl56`x=>uSmw5#{Fu#gscF^ysq>?d zN&#cR;}J*~F=mBf)K21K8*l^@sg-^M$rsi%tT*)fHpyavU6SZ&vWU8M%)$d{l)4YG zKYli@Vhs%F&4qEoG(Jw84vrHmkZQ<}zo(P) z+w6%4phy_pZa_U$Y7M{pwG@9r$BKjEw2RpPN?tV}{`ZnsyUD46VeFCNP*$1Ks$N_dp*0KF|M#r?H<=pPe?Ri|13) zgrhoHEbnCzPYaqw$r8vV?WER|`}2s^hTVzJR=mgVg|T}d)@@rBx?)izAgE>M!3^Ge zmY^?~K`kdQ+vjEf#UIfhp?JQ9V$WVW_8rm<{B8RcX%7|qC$>=};zG!u3v1a&f}ozW zKV7DlDm_4~poTYOFUO8`IHpH^_A=&CR`Ojwt5pMfZ7E{lF8eEX4L$(Ht`>Vy6>^5p zpW>&71=#O7#!6nNFsB>2k+lNxpdh}z&m7A{nnb-J#Ab2&6ykDc8Zi*XIwR;ac2Qrp zGtNf(8RqwJ662EB^~kk-Ud#zUUusL;Y0Z47MOoI!#{7i(`holcYknZxcx6vnxi^x*ceP$BhlaX>Gmlb+%2V%@;DzxJcPo8Yr_R46_FdHEXiKQm^m?Qrm2jm%wkaN+S;zX&#ablw|iSfbAnR@Xill(bME^lLAi;*GF5`WC= zU<;%Wczx8HUebj;D}!tWx%-`dGWS_%{N(PeYq3ImIz}w17%NWU&7~*eM7bkzqTRtb zVUHZjRisjO?~fDr_^cJQ+~SE)b;qQLrHhi0xk?n>yII7gO=d9|>6)FyJGHed<8~mv8_?V2sY5*iziLyX?U2kO_RizKR>bk(ENp+1dP#jaR-Qcq z6eky65N~QLdZt3`C%>pOO3ptrh(P9M{+=M3tJLNq!0o!yXMq5$S_Vf1x;&?i7n+Y;F-cM|Hk#%(d zD(rnZhQ4_YKAu3Fy-5;1k`sh;mRW>VG>K-z=`|V|#dzkt7aQcGw{CKZJfI%j-bcOM zg9Ji2dmPBv#Ts@R#Ni#k_lEH8$a8=a;0=A3>t>`9sGrYAA$#CKZp}&;Rd=O{_Q+&J z?y(RDW)b_Dwaw>v)J1RN#gW_|_z7vAkM!ldu4XM|c>m=&zQJzY6UaY&ur8MPoE#^% zPKgsQkVZ*F8l~eL&by#YPa^)-&ZI{G!@$$2NWF}sM;J!`>P&n(aBkF&T|Z($D9M)U_VZVHqEi_Svbym&JQ-S&QK&Jwov2AU2E2;(D5Jg*(g3!WG5Da zGkjN(XQ<5oLO^?d_XT9}z1rBLC*M5%ar9;I{~JqmHU%#m}0i*X`(Xq-6K4;ia5NEIwY zO6paLn9(XlysDfe8rxfhJ@j?IGn|7^7cJDKZol~L6XZq6+2O=QD7jDon+=%GJjat? z)2Q2Xkj+{`U%(!5`W^kz6)51?TIroiv7SlHVRsDsHS5Zc{pYZ@F4)@{_fn0>`D3qD{h zj@bq~Zb&2Nfa6B4XAm2<#7iFHrUfXy7ug?T=@&Ju8hC+S@`5ecvk|Wav1v14-#A|E z>|z$)$julyZ@ch}euP@O_B!j2W-nzAo5H+%F#nIdkBZ{_!@zM84Pp#_v^|s}JiJoG zlawUUE#4xY`I|+td?wL)A-&E(t|3s%{OEBM`IDp1nCnA&Th=iBG5)2V)!=hy)>()8 z9|ax%ZRr$o?`ooW)zTua<}wQv^SMn=Gr2r_1;44Xk6KC&=$B&WVfcjjYi$F?zXH;% zwW!(lBUc4OybEUYHT<53yx)VllsV7mST^p^Vy%g$&tR) zv|jX@#Ls>={6)-P8jG#?|BeMn2`pqkm`9$^AV!Cfmlctk$w$2nOA;dvCW^j2EMj0`bsyu!(laLEO{{l1&X~(MkMluZt`~hK`;LKq*Oh&?KqX`(*=r-Ht5=B2 zcH~+a);N=6575wWdeC>`kNi%Y%k)N;f!}MWkMD^6qV4IEYw%n4;-gmdh2+3N&;$Gh z_JXQU>6gHD-n)aM_@elIYWHPo6YFU}u2^;AIukvenz^+4Ol@WDAIaq>2k;Zn5l44G zbz-SGudVhX(?INcO{azqM(Uv(u~ijmoWvw?c29x`uZAqj1hZI0o~|JV7QEn`VmC3% zZ*Gx;Vfdjuc^QO{@=P`e(`@DvMC`A@myJ`!g!(CB?14lP@-SX}DPk5U3|zaZMn9Uu z^`lAHome?mi8^1Bp8iLis6r2xge1x!`o z1A$1OXz0O`PR5DV$f7(kA|aO^CoW!!6T|46uF)GFL<;2&k|>{mf%n$PqU7a&>yiKP z*&Qc(>(~=PWAKoAsRbwT*=hV7`#DjhL|a7I9#Pt^Jt{MZd2#`R!d z<+Ycf?`(;0>HP~37sKnbAF|i(qMi(NKpLf9h6sC*E@mdCi6tYF#mNKM#b^@as6C12 zIWODIc{t}GhLN0$451D%=63q1#kIMfMgC1I!u84T}?$ zgp(ynEOU<+x7L}&^t#9@sHHv zT0|XUk2w#+hG*$@S0ewHwSd>saU#7}tf(|AMl|^uBZl^k6*im??0cRlTHJ_d4rVb0 zxwj<)khv|#HIA3m?M(K+B+i|v%Mr1h_ffOl6Oc=xZWg-2ev(D+PYlPsP7&*=6H|PX z#G`%|@$r*Me7H^@i+zuh7qR)NVdPOk>fKoK^#Qrs>o_%s_e#C5N&StuNNwXgNw<^5 zuFpwgW0eH_$2B!ulQ?*j9yx{coOSe~R~_5-Tva51pX^UTnlV%AwOrT>4EXN z3wF=bj%%3Ybrd%4{)(QAxt6(0o?NFVWB#4UyU)C4+~Td$*Ov2+N=b6|wlChj0a?Se;`x$oGM?EjFm0n^l5=Gwh6B_oG5sW#G9J`(( zf}@i~V$(!1td>QjE;NhLNZ#zhmy?OH3hYnc3vzvxTC?;$vG9?aj1AJJVJohWcO#ef zkU!%}{U2$R(gVF@TqsthXUaT zWveqZh=-v(z6AUE+1`G{)F6}ro$-pIf}6^KTjVbW(Pu+Rww6x7x#C{dN5y+9}M zfXY&`v0nDDhsxLlN?Av}Ooqk~H2`XXt6tvmgwEg%J*x|2^n~IIU2Z0~tvih2miQ4` z+0q+oI23{T(|EG#TH(1W0#L{-$v_cmHN-i|Tq zA|+8%D?7ABc4e$q4uYoi_7OCtm%Qh-Ob4xu7yzApmR5Fz%I>=zn$$Y2{Mgk;ULT;5 zTagJUoLej1OKRo%vW&;LnT?<_Fjp%b5)hl9)a#)bK_iI;Z=n|rnhxz{5izoyILEeW>!BS(m${5xEySEih2n7y zT45G(8KaddlUANMgKW$Lt+ZwRE1Ubu51pV(_uzN^p-8wvz0pEf8|EtmM=P=`S~(nl z#j~a_Z0@<--{JU+S9S6*EW z{RQ7n-A=yX+ZN>KDSSJQ+=G4E)oajF0=wqQf`1OLQ{@obd)=5_LoNo43P~Ad&;{Vpl1Gnma9inV;(uZ z0htY`{-vU!<0e6^C$BF<&n|jfCo`~7tK86l$kkVBB#*}ORPD)n+2ogtd|scYqc8H1 zwfxnx&JS;StFT61*{YH43*n1S)JnAH}=LU9~;r=)y>>)PTyhlerUT->7eoiSc$RzA}Ya^L_3st9`*gP-+HRK_Mp& za^vrxouDxF#V7S#$(#I_;9!ed7F{Qzf8nu`0x#q z2M2~y&!*{Qmr&jx(#cIx*rJ$+tPA=%SNqZ)ihviL-E|d17_4>}j2xGgL1hKm!co^%?mUJVq~d(7{GeCEupG zORFKC^7UG8sl5k{HG_P>Ke>tXUKOC5GIkND{Hj(u`Q8EP1$UjChm6C=rNkZe_zvSo zKG4am_t1{|yUGY5tR~R8s8w+e#9wcyO*_10b>u$uCp7ZZNS>q|My*TK${JbJ&o{(d2`IY_kwWQ$ zeaY_+?nozSp>+=B?-59fyz!LbgVl2MU2j?K1k^a>AY67MivkX2YGl?ojeKgWmARp{ z7F&TVL^-I-9NWtgDjDNl8^9CLH$dIpsF#7E$XRTHstXox*UNH8^s;so6iOfBVkUKw zy5U2d6twUZbLx^F8*0uHD;J@hUWLMnzgpfUC#Ji}#cO$5_goK|r<}L+_aT4wAl*RC ziHJwaf$zSD#(v_puj~j7tS)<4>{n=Q_~TeEa)kP`intq44oQmruJXVMH>s-YDOE{o zxjqPa5u_K&v!+giv@(nM3uoUt!`jYl)5>zx$k6Mo(;8|mao=VLwABQochK-!V|$3LPRV_J{f6u&_cPs3?8_ADa z#Q!_uzjZ@oN~q`QJ&u-b)hF(O?}9U*U25!%0tA&?L0a;qL5C`FG*~WvlWSr_0)t1rJ)2Om2#qrPX4Iu zDwoZ4lU1QFUN)(v-76n?=aohdrG}q`p0|0PR*rk1m3HN!$(ADKDnMPVk3>{oWB|yi zk^bbvMC>$;x=8%3#5PA5KZN7-=k)={-cTILC+g9ZVm#qKlqb+1Vb7r#xnC05ky^;_ z^n#8{yuG7_1x#S?4q(h6YE1~e$r@r~9X(SY zXNylkk&T5u%N{+%M6cC?Tx*Y98*`2FAZJJZewuwxYWSlq95a-@hy0pDY;Nbb>-cRn zm%vaM#=2B?I=QXlob*=otKH9XZR`zDU>)%%^ z1J(3&)1V5o-`RFV{)hM-HkiK2m3@Q!pP!B$(|l!d>cP}RB-av{*Gi3?!uNYN(aFCI z$dr_XX59rj3u3(ieP@(Ay*Rzo1}MG0eAdT{xTaRS?WAWSrcBAutVhzLg9y;xpB{F+ zUfyC)tWBP*S%&n-E+hgE>E+#{P;fh_p=bI?ou2)Io+Od|CUlEVu029sPe4j519_CQ zNUDKE-tR^FWb#FN4kSyyw4>H>{4VSpKe}q=MrufTa$zrjKe|BPJ=4q9?>X*I_G9D& z${`)_3;Bg+#i47LLiPg*jAhWbUqaoUE&XKOl!3C;NoP6ju7{ix>LW835*O?nTUqb6 zdGvzeP{ECQxt07VOm39Tg1-I)JG|D*?w{x{IgV8xKY16d0$-^c<&lusIYldzM(gBA z8|dovkrC68JXuF=CKrDmN1llKFq<5#!<;+bKyK*{RCMs^CU(9?U1#jLkI?Xun6P6# zMabz6VEbp}B9S<$)yq#FAB@yTX-}E?MJ@YHMlypu&Fsp#!vZMmC#VDW$#LfAfE@-E z^OK8^r&tDEzbA~D6%L6km=ZlOvgcvbHv9_mi70O zHYW$liwm9Qr=#xj0CZzRKlWql!4={q5Wlq6Bl8e~lnm!_k9RYN9r%Frx(Zvd+W|f& zPCC7!_AsZPxsem0zSX|Z`5AkV={7X>t5BRTa}IV~CtZmJ_X9fFVHeU$8=;PaLdTGt zd_@n-@p_ks%Fn(R0VXnjE@E*S#~j6RmdELlS<%ZXclEOVJ?u&?Y|py$B8_4~o?}0D zIA6vOc>+KAo&UY!^R>jqQZSp(!oVId4>$uwBIN~`Q^QZ5uH`4AY9r-=-G+kzFazlR z&)X_c}?xgs76mgpRuYHa&4WcBlHMks5NWZ z6R!@Ub~SXBp8efqkgKQ6Yx0(ZCP9}E(8^o%n;-HbzgLA?W=~JU_jin=rY)goq24)A zmsU{!pVN0gp;mc?QzI|9$mOHm<*ztznL&*#8KaYq?UnOyq>rHL?;?&>w}}DZOw2WB z&25R@Jh_M|WQitW@2c2#3pTh>%uhA~y?`74`-r56npc@iBlkAc$fn-ZHTs3OmpG?{ zntkP;|c{>pKr9$L$A7oLAbL@Q_`xdseLK0;#^{sztVvN|%LTbiX6lu~7sPiiJrN&VH z={F9u2Nb_aZ%FUw0J@TQJ?p&h- zi;PpZ(>^lnoJPK4zZyM}eQUK=8VpF9+|bI9k6PK5y*|7i@&xS7hke+K$MAkKz0nMg zO;7j*Ul;A=DND}tmX7R&CE5SpaZY6yu9a))#n0a19IF6xZHg3zBiD#L8E=HIOqk>= zZ_Gj}bdImwK+iSZ$xk+S^pkh``pHn<_aE#hFO4M@kwxiujG7ls5Bt(fW}ZPlpei-$ zq)u*GgumFwg3eRRpX!+}v9I!z8}LO9E9wUJZ$gdvMy%(-e?_Soo;96hk!Jnm;U)d$ zlPQDcG$caK=haAe@@>aN_Pk8apH;+K8?Hq-AzR0FhEZdQyUFY?(~#&1AXb9(@-qG9 zY4(dC_6g^Q@%uy+mdO#DVtw9m(epiNS8f_CfMCfVk_pocc|khaRWaQdiTmkm+bZ9i@(i zftFw|d&vmk&-?Dwzjht{q{f+e9q%XC2ZH5pvb>XrJn+~{-squ`j~Z*_bA z*UDbVSr#jVB`iGfD**gJ!{9<`Pp3TzEQ)^G(iL+2>qsBqgEZDm zuH}+1L5u0ffP;p982d)~b51>xSA4#Di?2Ltdk8WG1*o6PvBZuF;Cg` ziML!(ojOBZsmu2svB$N?K6UY%RSbQxfnGeGeKV0hoj5CUj+(<-C*DB5Ig7b|ag$X# zd&t%`z2yZjt(-85`SQCYzE}1xGCpsSHvGkTGUq!*Iq#@$%QctgT!-K~Tb7P%6r3mZ zU4pG{Qycky_2*m%{K_%;&7gdo&vAaDNH{Ji!gZy>T*Kfz?_&X^X?eBgGxv6`a?Kz& z86Sfmg4MENIUl(SAD6nw9_OHy{#>&i%lULS&TT#>AvJnQE2lry%39>Z;)cYuK++1E zjqXjoU*;+wAU`vCxuhvGTC)3Myr+e>Tno z#;I3887GW6{quRb=PhlxYx~dVRp+O*q0<{BK8(yO66DPMB zkQd?Ed66^gt;l*WWXDO)j5mn+?aj{poEh&Cxz)}p=j=D?JCw0|O5E5GGbMlu{O3B< zoBH6DT_190JyVGP^cp$0p0YoXsCuldCuioj82|P8o;{vY=Yaq!<-Ng7EL&yQr<^&~ zb8PEfF6V5~A6u+?s?0qApZWteZ~_9@0~_%7K0iT>#5~A3n_kUd+K|#xS?B*gr|bA7 z^QSVWKU>RieCAe3IriVL+m6_5QeF9OFm?(6|NDIJ;|tqY%6y#|=g;Q6hMIIZd(V#K zw_)I)&*vv&zRupqN-&-Z{O6pnj?D^H_-FnK#^=+UD`TAHSVoX@Yta)6t+Mxk|Mxn4 z@ImosiVyzZ-^)k5*UwVEmveIrV}H*3;m_ms6Tgf4r2H-zn*{)WpaxDr0DE8qN&pr3 z&wl)gA758feDLSLZHes;JyGWI=fB+^1Yyc?fdDGyyY*V-xXAB_s{0lfSTfwT~q9tlMVR$`Hf+I^M3a@%3Q$zKd&9kt9rKm1Y`a8W7?Dd zGjl2H`S0fNHD77Nna2NH>tEUb!#=^_pZV|GC!|pfN~{>RZt=w){P=ZLMEkPnN$@rPt+4m0>{^{Ou{n_aaPwWoKEe1e0QdtnZ~_9@0~=5Rs6ZC^X$1e8!;_g? zO!gjpmhTxsBnSh+AOQFSHE;p~*aI6-0;s@$9=kEMa8e<~j(`5!2mH2H_IXtR$M6Sg z@aN-vWZ#L*-mk;>eK7cE<7E(=`ple*_2tyBi7`3j%iEl+V7R z$Q-=xF#C(Op=f%}+0j58zkiW)<85TUm$G~OoUva);<-b1zoNz`e;&srm`@?+Pve)A-V7$1}HI|o(x7}Uma zWY##ATlGglGaJsjpcmY6#%7M#s}HmQUWY<`>51K{KsPuB-D_5E=yKe?{*>F|6Z2qC z#<=bR<(cEXXpEisPL&c+6N)1b!s}RT=oIClEmXno&`1LLeq(%+!MKy43UspPGk((- zn#yGhwmSfg@(8v%0S(3uIRE-P#h+3i+_t0 zipB|rIM`c7j%HnP;iKu>mUM3N0*;a0rEj9DT*EV&U`(T z6z~#cf?({r9GZe3b9{UNy3cxOA&ff+YC{=lBUkuN1HRKz!}uOh9-w5jW-U(G$cFc7 zV)qFDv+j%xO%vp4>Oyy5KE0uTR031Meg5|3^JVp*LEtY3Xb_{nL8pEMm63JjV!d&v zpc;TLP>&K=cNA-Go(XODI+VA$W)Xuuo$=2jju+SiYEw7t3)SQsetpz{_y^@0GB5r% zHic$EUMz%ivAqNHn3ycg!AYXTmISdpZ@ied3i%739-QC6?}*jS%gM)J)R zkx*W?onRgdj3R|KC~`s-6(8Y)28E#JVAplT-_WJBX^Jp?PZa$;EW!)>H@RgJ4y8=u8+P|-OwJa8S`G!R1hMefaq@tg)P4qQABmLH zL~7S8YSla_%I#8wL#-4sr&qH0Xke`ECUK9sl$lFR5wG2;FLQempZMIiIkl2_ywHre zX#+Kfd7Z@OS@<#UAZ!aw)@YR^s$I8;fVT0X^Dk`gXA(boTCjadlW6e@YF!p}h&7iw z%hR6YslmIE`I-9v(e~C+QFZPAKXxl3c44<->uv1|I}mK?m|+GR#Y9Cc?C!>H#ZIQ^ zu)DDXyW8Ju@Uzxueb=*|&;8tw{QkJs48uA5?0xk<>%8BGTsD9?qf;Z-t4T~;eHX7@ zWJ*vQrpBqg-=bB)n%Dq(nh)iG*Sy3INAOGh%*;GA+@nrL;Nw?7vIZkF~P zy?*7*?sr(vCIsEAD^Cpo;`9JGQon%)RiX{BJAZ?kH3oPYw$6s^$DhvECcp6c(dvI? zsWYWaDj*7~E9Q2Izdy1z1NkNKB>9ydQCfi5lp#^_3J???{%+%{2d>x_P0#jCAt zVpUIIuvd-5Gdi7t%{Smv6(Yz&mZ8MAN zQPr%9>?haFCH8bc0Xq{LP4HQAZ$3xzO9kkD3bQU^J4+7wn_TEBKlRcMXdHQbR72`J z>-PE%WcULR?brC$8{nDm@D2XXOYc+6hTP0Cy>cV?fbACOR8~`iWNH7|4R<}HDPcBBvC_q}C+=P{2dT+?zJNNE&nJq#TjzVW#du~!UeA#>`=+p(KSHw3vT?g`LCO7OMcA4AU4b;I1Xpojd zgESU6?_grUk38tf-|nol4?fY88p7O0S7v;!wU+T4XQOr&Abv|jE5+|8N++q1tchw% zc$^x)J4W@@;&+*$cVON7$C1le=i8l76)2->-ws$bz1rFAK*FyY)Z%D^s(i|zHr|68 z<*h+w!PlSThp*6aF!4B=dXo7m^#fl!hJI^ueS7@R2mSiq1^!Ho#_NGT;%_>}mSmKtAXtE~B>Rg+t0<+GlioA}%PjJyEUbOf;+ zXw5O?qUHN4(sq`y=N{#w?R&EBBzW-%JTga*Sj+&LG^AIs}>cGRdhNLm?Ix3&o8^HLgxg8$N_xyTvgg)N${Rd(~zHMY(8|YEjkgujf7tn|N+5y{5Oi|sAB&#+z z5|n;xjM`M$qH6sjugrwnhWK~nx(U>SW31^4>sUl>O+u>jcMx-51=RRHv9pT#B%g%# zfLhi)#Gp2f1x_AnP=lu!lns#S9}}Tq!~VXZ`eyfV~K#n7d^KK)%S5s>^w#{1lNIokqCvPKV5pN^~8NY&Dz&X45%)Xd@ejd8N zLqCA;c~Eb|x#kA0{g`X5=9>1_xiDThV{hU3=IFY_SfI@t<5UE&`8QBojIcMW3G}sx zi&8_bK$&5NGKaigXb<(5`8skvFRnd@Id*0I7Q3j22iO-DO;Qs&CMvtsICc3_v}%6| z+L4pwKk~C8FHXcCUWXf%kz6&`mG3REM`LIVkR5!#)RCIlhq(4*y{07SMiN!syU>ml zvMA5D)V6`_vB*7h@aHC}=syV>ic>)9S!-DfHm29n?T0didA=iuH)LK75Kq=$jd>Qv z&)VaMJ-4#QM7)W+jr7Vp!p-VzL$jLp3Yxf{^xZ~!CdO@nu71{JZ1UJ=XQ-pf8Pv}X z1{E1#P=g*Os^Rp@rQG6G>8KbLKO34S=*&{+BY%-6!oEVA!yL~fqyH1cDA(IGh5dgZ zHr3Gs1>@%vfPPQ^O;<9P+?M+}6iyuP9*vL0K&it#nsaX4QG5*D`RoHmzZcyh&5&1T zpjnJdQN?a2tFPS>Rq0N#YPp|9B~&)64(p+?LSG)_llSDu*kAbAXJUeR^cfnh z!UtPaalKh3H#e)R^!e`8?NRg|M_G>x_Nj{>?L~gFChsV8V_jzou}U603dP;x(e!dq zGd3t3tBOG3P_B_#Ij>+XzU+(WKa1JY51`v|jCnW>e?g|QmdnIr!SDEXcIZ0tlZO%# zRkLh~YHId)l|f&qmw)AAx$^XH3u+tIlm)_{ewk+5aFp6(7mZx{?~5QU#!z$o(`0I;UiH z%OgRJv}Ip&(X7tnr_G7Wj`ULR_3V9!DI;}vD77NAJpCU2dlH|Cz$fGJl{&ZSTe=&#|qkIZdfOB^Z};t$lhcY%>aJg>PHwY@(4b|MS_N z&z{f7Ur!kK9(~OP>I1o^Ab!%DTw9-Y`%u>du(!2`)w3=q))$EEMyzXnjl}bNpPl67 z75F7_)uBD(HNn1B64m9{c-8P^tm?tuT{F<4#zKu!Xdx7t^oMitL!Vvj!SHqa1=J66 z;h~AdJvnOleDW)K?jC;ryhf5*R5MY%J`tx*+Qq2y-WGM6d^DalJ3ZvsxzwFj)G`O^ zS_$$^F8t@4LFwNa)D&dKcY~^so4%|tet~|9{Ummo^X4}Aeok`eb866SgE~g<^^Jb8 z<_Uwk7e%i`KQ`x_L0!0JP#>W7@ZD-qX=@FtJai~ds|@N1a)^Fw=6ZvA!~e$YGN_L9 z5KWPB0o-dru4%ak=+9mXDO56EMSqG>Z%-(0yb(*d2})8WWZ zY&oS7aZ;VVMHR-Xi7o1xRAqjv(C(C4U-6Wx2Q|v4^U3P%qy$ysbF|tBt=3IwOv>J% zXWNgDOyb@_Fu9uif1k0f`Fs`rKln;lGXBi z@#^veY6x^IQ|p?Q!#iq7B75+?P#>*fuS)%&Ouzmn2wEQ2Xzob=QH%SH<+vY%oUROo zCv*RFfqwKTdOBi&ZkK+y78El*qSX3UCsot5lj@aglzIk*&d7H0sxGvY=8ELcTxM01 zI`E4a=!gFoBHlhG@JYP2!#}@S$ieZy>FHWtqki6pV)H3}3^mGPtYZ zdceJdY}BVa51Y-4U`-;e{b$L8kH_ZCT1&UfO}!7efCK$=CJ zGn$phOL9>=^6@ufjlB1md6yygIa60V&m+IPQNvo(BX*}}^`Ykq!cX|#@$WI`(rFhe6Y2F&nr*{b+(?>e-82#B! zJnqlq^Ix|BDF)Vd7#PN6c|6~5E>Kn;mH&%J z<=63e{wJWS&OlN>ac(|7v;XQNx|yD`xvQVtv(ZU~a3K8)bTSF*gch50KplYxLyHm= z10)zIXV@*?IM15Basdyl1AMP5ZvgfH#sE~{Gmo1OT?{N1$Yg$CeyhJjX@Nc#0cSa1 z8~PNW3qJK&SAD%)Y75;0kc$4CyTlvlDd(TkaI9!04yf*)en85n0cQo;e;`;Zb);wTB^oP(Wy8VkRII^{}%O(0pH@P5pV?pEZ7*2}EKUaKQCIQ?>(9U|m@c2S_U* z3+>IU4@ixb8l@(1loH5&B&R2EAwTSZE;oPDiL)&b6ktSann8I2BxSxce`BxQF1+2h z2QU&J{1XVt#sPY+%elytaX@&c2gn2bCJqS3c656jy#{don_RoiY4m#sn8X8U6%4$U z*rJv1r=bIQpp{&OfTuO$t=z18g)?(!t;d1z%+Ui6!FG*;fo4<&*1+0w0>4>`gl+{s zjBkb>0wQl>{8PZsZU)Gmr@%ix0viH?E`^{W0v=qs3Q(BLo^ofsms}d?E3>a^qz&ih zE(<+GBb@{`)rl)Gdc8Z87|>o61(r2sf^v<)PV{}uagOWI_b|CnUEnqz?Omk)f%Of;7P#Kfy`TD{~M6zidlH;aXGyV zt%gs#xyu-6TWoo=`?e9h#U47H<>T=YTjDn`KynNKWe^x(PQ`KKA!~Er0XN`0_rjd}_8hMyoE4lIMUlq0D&;$yF?poOa zw4*!l%0n-JNmc<4+7xPtmcRq^x=Q$h?y_TfUum|`OL|xFmyNObR)9`4lXY@!1vD`` zfYbwrtDgW>$_1Sy-O$PKJG?pkiB4W*BbPM=E;&#yYscv2`8d4=-6R;|L z<7cpk#PHVR%NIT6(hNUodtWQ}(aCh+L(TU=!9$*E5YHQ`ucMon0aEBEc?B3vcnRP& zHOaeeb@J9zC%v#ubW=C6ndU9!EPk?#c{meCS>NGPRdsUGNhgimpcnDS4+bE-Y1%Rd zI45wPTElfReHJ#}uj6gWIysU8-9TwC$=cLQ3Ipx>w#;9CLVMK1i`+vjhF&JuWacf& zP!zl_rIY#9baJREpDyTbFwme?I_Zlp58j80{DWOs3UqMR>yQDmU|GJ#Op}qClhx1%WYtNFTJ&L8oCA7M6F!IK1V;`cg1*HIJT^b z4GVhkW@;^z3;ltc65qLpB4+H6$5$Rt@PmfRUv@y9qnoXf=LCjs*`@+}W}w7ph(Dry2c4x$IpOo4JM0{GVs{F+>G@c_Cy93Ul*Qzw}JZexJB ze4`g&&Oh+a(#S%-yZwT)gt!Udvlf4AGeNPlz9-ZceP!ohFUd!aX>7}!G&m7r>)hAqb~ z16kuo4fJ04L)X#Fdt!j>nTehkQMZWimg}(5RUmuh_+P2O=pF;bd<8YuXMBiUpAWhZ zExHaR7i-$f{n|!R$qKl9kvkR2HhF>N>eypB&NH zU79VWCIs>Z^S-{)dm>b8M>NtYn^ty}pcio?HmRYli_#C2qHm~1J)jTxOSRYWMw*2gZy zRw>5Y6ADan2J}bRB4{NsgFTKTXB~-0Vthf102$j8+B0g^0cur^X~3@|@S%P5j`&&# ze%3phz6*$Da5;2X3){7a`UIQz!>8+W{M)_23h~n|TbVbtc@4hWoO91a(Kn-W>t`mU z0)Bh>1pQDc4|$pwS^}N71VbrO(d;KN(2CpvsyeI;Q~`yFRXeS8fJ)|3Pp#bRN3XR) zD=$l+n{H5}cr%_qeJpYH;50FC3JRWNdX5D08};rXxnbrcjm*2QmGh4H7QL)4Gk(+@ z2(%mUZ(sa@KIp2KUS`ohed2R-0R1ZUuIE9$G>+3tDt@FLM87atFTs3vB#-X^)?Ic2 zbRIx&TSrhE@xR82K;MmDpD zNT6mk#kbax&j-+-9Vh;xhXN5cLub|!JEBX2Juq>6I@=TW7O(a4?JIMKe&Y=^0uyot z$`I%S=0Y7%8JYpFMo<|jXa(9ri?O1ojB@WIzE8a5`d`p};1825)|v%OoHb5k?k`W0 zUx|@U#K)lu7gnl|T8Mq9m((BTCz?{wS+EbPQ)ipK&iLi8qPGuFFudoOcR-onlGoqR`y(|z z>t#F8`^-*Iy>tnbP_vg*WN#9Bl3tto?bm?wrvk-}1meti6Mu3o<~1`nbTGj7#{k)H z4_v=J6dmEU0_8f?995w4_*D<;kor&pAY~c^%42>j41G)@lmUfCAYp-WVoy&obnhc& zS9;2@(f+ctBYA8dFyQ>qS~g<7>`%@u0dl{GId0R-R&rti^cS^BFZEe-962Tz^Pj+nqe*iG#N+9t5>TMU8}$9|FwKgZw17+R-~!q|Q)3>yBq%LC$-!n*MtO6npGv z_LG}Nk*D6%Z{`@}CM8@vLhtETyMj-Vop2;;D)Epqso69TNJ!^9;Jr zPkQ+djYqYDfijdji;`Yd2f~sjGd8kHm?$$`x z+Uz4YPy?1x5Ag5$McCt$fAf%kXOgcSf}nXCLS74Zmx66Qj zzCsgL585&ER)e|F8SJ8WBOWf31K!gkyg^2iyBct2VO8l;WhGVr^Pe0lCKyO>kX4N&6J z?@h;k?M_2u@s$3L{H%UJm6an5SyQ53+hRy(ZT^hi@*#C*=YD z@d!UE%KeSf(4SOG}ijN=2TU!l-bgmYgbjT%F27Jm*s8L|SY zg%m|bA`|fMW3R}Y)SlY-*g|}2EwNi-fnHpQiTVa8yRLHVEojNeVOfz|)RE;#bEGx0 zgx_+K*Ormb%6JFLeCo#OS%DHA<{@6KykzwOA6WvWY0XR;iJ3;Pmz6#zfc^{n+@Y76 zL@(9gDAYUjKq2%}%jr|1@v&m(>5VR-F9&y-H4K`aq24lTh@Z4h;T{0{rN>9-tF`hfNh?w0!z<0$>ycY>kO!<( z8)?|)4*BrydZ<)5|MV92VDuS5& zda(Z_PhQ~rtKR6(9o>7dN66_TW7qiM-{hw^To-DT0%_1`)YVJp{!l*;hoW#Owj09t zQF?hjh1#}IFOJl^(b!@$-}lcWM-6h3Ijvo#a^vpeU%ro2yzMDFx#u8L17uoX?p++9 zC%8usOwBx3o!+P|eOzDqIQ(KRel=|dd1p1_;9Fy2=tYnV(R%57z*YWo>mhgI`#{0y zB?mK2AiF2WZn*;SJ zbt1M8G)jT=@I%lWI^Gh_Js$62`0SW+uvy0Ld)53!qlQmy$~3E>`d{w>gO7b7OxlT#UEqdWIo zz5a$8#m3p*m^rXKkPk;-1rCTUVuSp9SkCi~PzJbI&xtSrhd~r#WBqRY*#%go-ugci ze@9qsU~7A0c(III@6ERM##^;BZoI|#$cE+_ zH{Lp8|J%Tf8}DXkdt<71#*OzFJ2!2gapR?;zf7&H<2m3nwulXqO3pDM5!T#;D8$D4 z-I&(S-q@>g#$7*->(_6YapP4Y&Z~FKxbg0hyY16+_rL0*B(ZTR17pLc6Si>8xVfJo z)~?pFju(bagAiZD6;X&I;(+|U%{$?9-O_VQ1jo-u!jK@u7jZ=t;)pmPwulXqiockU zf7ROrZ1f>L7ytKTOk<3{x>(ot&#vu5Jbrbzp7;0jOl94_+F6gC&w9d;|9-w!zpRn& zm#&QS&*of%b9<+s8_Bs5$e+)rHog&5?LX5)UUcTy*Lv)Kzy7+cVMh8I&N6=!l5uNk z??g_tv(C?kasR#F9bpc~(|e!)`?xjO{Xu$7&bT=iQufAWHr6>R=IDqxAhyW=J(rW@ zgxkHW=gsHXFeC`^MO+buI3f;+En&`zvms`um7U})% zzvhBsuJ%S#n00+7<{pVeAoGzhBna_E{`oa~pzp<*t>fBqz76v4^)iwizfWU5_TL|K zoLqmVwDp)jo7d+y_C|9R>o|_g$pQKM`32$MlL}eS`B(jALw{A%^`{u?KOeIZW9}S2mZ~Z;OdK{t<8|!!DC(b!CFa3Yadp;6|1R=i2KVQoi^p;%II-ZI1BasN? z&&Mswx{o?q$34q<89Vkhd^fR-b!-R5wnc1^RP$s#_23C zzT=)qa$-+M9L!x$XndeWm)=^+qyY#*EnuKiQOClm1@cY1AdR-}eqO zWIYS%sTXD7p6DC;xt1Q2f3E8h*lyQ1tL@IRRuhtOI&X@f#}>ER(Uox(;)pmPwulXq zihrAs2&2oNKVNL(iYUYpaX@Sl8zdFqHz5($7(f(aWBqQtzMyXam zURA0at8#i-RHI(Jr5I?F7RW~_9vwe76(}Q*j_>8saeE#OuiYI;4Uhll1kRAHhDj|4 zw&BYo;B|nTWNE^iJ&{Bt3s55G=D*+axrFbV8}k@C@Vkn&dDI-}NYU%SJbJ|0|S#(?gk0UZ$PXnI?k+O5=`p&ZXk{ufEfT2+C87S zP6L+7BlpvIM1IF0puao@Z`%WigA-6r;1}LN7{)gMhLJs5)#Hu1!(7ZNJ`KuP(YLi4v>$v{sdn4ne%}b zcox3&75$WAy?ymiG9WXNXZYVUA1D;?!N+c#e+1uKh3zKu_Uhs27`quc?jG=kQT{+Z z-O&|3x}q~W?Et)?ok^{415}USYc>P2#M;hR0OA1jqZe|MdF`zP9H|D>EA_BfL-g4b zI1B%4i*K)b0L(4w%!sLhLN>j#V56_yZ#0A3?yycBa2$|me>gfdhTLUb-89y zbotQ{Ci z#il{OaEfDz?dOM}xY&y>b^zar07lICKc@h<=?{Dvh)6@miA8T?@ZIO%d4qkQL{-2$ zUN!cKQHy}zyH|mRaI|kyrZ?ShQ z5VE|}fZz-w&isJodGpqBFJjDtywp5V4MzM2C8(jvF{;*CvwC+72ps-ur2z54kLP0d z>DYfp1Cuf%56LyXggC`^HM^txUci-mmsN$v3mQ1RHebRNHbLXJcNFrCn-~+p$+Q2vF1d@-v_&?)ZXU$80#RE-CP}g?EDZd6W>S!yA z>gWt*MP*?1Pl(a2K$!5Y-1t`4vCNa4=n;$z#?Fjog@w)c1g7PV?=o(pH&A%~UdCL@ z;4g<;<2U&GsTc9eZb`gyyTUcxE$S>Z4QnoNJbspI4zYosjo=!q!pOVWebh+kYPd!b z9nd7kb;bYkG2ctX@GvMCoShQYozd}X^_dveqENIN4)w!S#wlwHwF5bC-9=!=#N_L( zP%F&A*Mes4hb!i8&4jgz;S+lB!&lS5#+!?3`_*z;& zVzDUn8~8@&Sq2sJIZ7>f9;H@4h*D+hK|_H&z?aI_L66mbLvFw2z!&hXevi=aNpuQa z(vO^|s1wNvz#)mD3B*ze@m2F6zIKe9g!}|T_QN+(UCjgJ-6>YBon}$FZc(GD5gW9? z=a>I2vKkrlXcHeh+VfWa5Q&q|Qz%2OASOsjcY_o)Q+`C6Q62TXaiZL~U# zu0vPjt2OaY&Z+&1-1k58S+fxRxKe9Mpko`LT)-GV{V=E`C?&>ZN>ZgHQBAKEuezuh zb^DoFy$Lp}Bg4(AI@i2IzHErSN>igM%>W)Yh1@}X=}Mg2^S9$Xr~u{z+nmc=z@K2- zyZm+?c;y+Oor%yVP;-KqM=9WOWvDrC(9^foDe9I}vI_2!pmMB;QQdo3R1u(X&rVQR z@x9Xcaxi)=*c|98@jtK;u~rou6oDQp4-i50GAJ`Kj^0;(2VORmdfN)$&r41u7sbB^ zw*H!$P5u7*4p{Xkpr_QX*_nWvXGh0KEAnY1d36Y}lyf0@XFRk;_`?`tCan`O(voW^ z^xu&>=S-hO+#JFWmsSBrn}ysI4b*SpTPy8(Z~%v zkNIw5t^w51Bf#NCpre_pK ze{-WIF`w&gh|3|waDQr;H+=*1Y=W&a5oh)7=mkrnkIMJ~b1ji0NexX)ApgdxQ^dq~ z>irovv+9@t)y_e3F8Sv$I^0a$2(eI9y`W19@>ev98R zVPS3I==3!@4tWcV@(a*ybb1Qg>}F0++w;9FbZw96Kd3EEKEU0x1A~45q&424#%?pH zHZu(Av<(*~8Pv$>2DNk^)Elpe0rJ-y^i>L93C4H4_Te|^c&#sS-vyX`SLl3tQfImY z-E2<}+5l)}9_rd7gDMUj)VV%1B|t#$L5)(hew0#A3@YNjL9ILwHA<2}Ju(@HM}ztT zm5Jv8gF3z!3V=?DYWc(jRbxb)8h$B8+0Tkrb%HIbN;lpbKL)x4e5)5azmHwJ*OLfta7ODE%br-&1U~ z8yyY6ubToPtz@Flqvqq|ud&%&zF)%EjN}0ABXoO}_&NuTL~-%}k`Md(@OczF{LD`s zMqdY+Q`J;@aC*DBXURo<;?&CQvGjiy<*?GM^5SEepV6x(VI!_xVLtH8NxvbdM&hRu z{*+G-3>QB?MUHvQ*jX6+$BAgwwn?1B9u`T4pYR_eCL!Dj1HLnrl z`-yoMbn|=x)D%OZL?ow|Se~MsFD9$3ZV75sn2h4Ldb+f(nT^zm5$y5Q9#ifz={iJ`ij8$|3S@E+cb4iXR+8phY=2)}R)Q!{0-J zl20+HhSP|{sZcgersthNA3}by<9nVlK&*+s9IUNmZKwqB$5)KKnE2k$_~p>iFXRP~ z;{DitSPT>mta%XiZRaZXG^@$=)aC4~sSWzeYOTloexBbW$d#_t=Htj7>h*499kLIx z(x+HyM{00fQO>`K_;S3J^2|z|QU*D>0y+`o2(kz{upA#*Ms7zoVb^ch&@cY6UAEoYJj#5eIqEz<`&Jp{VCK7`nC$3{q~AANzAKFA;6 z{L1`m&{ySTpLvHI9!Ia9Kz@%Ucd({y$Fcp9-!u@TSlfAQ+HO1cyO5%yPNyhklcKz) zK;N-2R_%iVVxkk&B$3qhvC!X9drp)iUuULfeq-NC?7t_kL=yiy?m?q*o?d|KOe99K za;--A*kJswApYinZAT-yxZYP{xCWmqh}A9Va0t45uz@`e@&hT$-#$m9mDf%Sen@XA z&VDOu_M=bf?gA&@LO~ z)JsjF&bqdhbp%3z(1dzkn7-#H@j*`$f{n@|3&`~|KM~v1qG{-`OK$chk-+gkC8+*o zbrFhdnXsYJM)=G+J#yFT$5hkcGkP%~Dtzi)C1O4?H@;bn>%{VQ3;4@gjv zP#mm&i*G;?GbVvP8(*&<%)Xj+xYwtju0_04Yk%P{fz;c_dDu^pOA2zm^B2j**zh%V zaSL@ZhbOx3%{`KCzo~SsRHScP(+@CCLwov3{LMtnPsUE$@wYVM^)|MOK;9ra{%(Uj z!Vk62`JPI>U@cehH~n1v{x9~q#JS@SbVocou-+#J+2gRz=13Prk90$v`Tf#fd>fxl z9gc4};nR)SwKeh` z3Oi5eQ5GOpT0V<~{&PP)8olS8bp|z*-pZ5D3-qKvw?M-J<=jjiy*HAerH|DR`+nS~ zp(pO(1?^wGc=f4xtSW4_D35TnDtv?cF$SohseLXzpgG2dW4f{?q#b!1%d!-*5%pDbBnxX~jvpDj9Qoz}KDdzHf9Om0vFNlY zeYP9@?dK5&6=#Z4HyWQ*iFu<`S}=Rt@`-9ARJDUw$EfI1?Z-&H7$@X!3j<>?pX;J)N9Q@nCXh*9UdSX2o5D71|GcKxU; z^kVn$`FvOKTXJ5G{~1q@52o<<;0xq|Ys3uVUOZ8C@k~%&lVVklO%`gSSxrx44|tvX zoEy0BLmmt4&%FukYo);}&1YWh9q3PwN{w7feC~BeXW{hI#B8a)^nNWlza()@?kkvu z-H9u;l{HCdiSwe>-qikTdvrn^OR@5Q2yQHO))kt@*i z9dg5L^pR%|ead3`$Km)g`R+wyYG*y{TA#kSF2|fpRO5CgsQVgva8rzW5D~3H4_MUh zS!Si%4t)=C?n17(&HAgMhZg6!H%?6{Mn102end0XpcaicsHP+ThZ^P8CvV`2e$wxe zR+{p7c;HMRwMLz+xdSvG*hhE?U~xP;Z-sJPE)I;t9_U_q-jLg!N9t$lrTTi{9y@qc zpGWD(BRhGV-fuSWDjwapASrxr07RoMuz>Mvd86tk9`A1hyrmmZQ*WRNI;bjuz>FFT zw2MdNI{;hAb_B|S6ToJHS^T`Hl@r-`G{1U)I5iHCSRU`bp#g$35;!Z5=({ZrkSsj< zZ++wI#N#}Ie-a2O=RFJQD>wRj%Ce)r5_N_1rs*VRDG=NUXeGAmWDamWci@~0pp|$C zEy{zZto2!EH3mwtlXJs$dZ_?ZqB;<9do z^(Te=hKh&J1MajOiitJ6A$bF^5?~$vkv!^e1X>0ZU}p|sAH#E}t zqecpU)rcQ&t9Gl*+jv`RWeU)b1;CyxnRz>K1IB9y?F^6V8w8q*wotfq0J`3pIrG~k z9=osO3;hFjafE_kL5N0*eB)7l<`K>@W3chUfxHQNJP<8xoU{siZ2{uH2gvzh;3x(l z8nC}z;(Y9J|3+<*%CLvMmDTA@$Z7f^)c0|HVN2xn8hJZJ-qqYKbm zXYAn0ahy9O0NV@(_BR43JTQ_rV}Ymu!vb#MgbZ}&6z~c^;2rh>ybX6Kkj7Bn>N**?{ClHHYJ)lXNl*m`kx;Iw)O$y1$1e!%i>j ziBXSo=&ZlHtUKlQM}a1pfl6W9k-(&uJ@A#zH~r*M8GmugqY?X+8rk`Pw}<1?{c~wW zQ%oyg@#&?`z{SJ0;)MRcL%6vS>s$k8OU{7LM3v0 zDikr$c)0F_Zicm7Pt?hv%g_Lj%hUt@{}QN60rb-WxL61|4G7Q!a+LO-8n6140PwrwhI&_(HQ|_HZ{+WoQTtJ4&ZBbgFVtV`}2&mpTAb3;BdFZlgDKGIn z?Iq?wKe;r9oJ4Le^pTjSwv4aHyqYjq7kt`ZC%()%KWk0h1|32Y6bW1-JPXi8Tc|9G z0&8vVF7A#VGN^)=bie8&jkfy9#T-CzKWHQXs+ucM348{6yX+x3%LeFAA>dHhWFh&< zgE)QU1!PYP1x+A+8t)6`lD|}5tdVnlSUczLN+w4=fyU&QRx(wB;)dLo1s|JX&0~Xr zBoWV16Zk#_8ia-3lI5C@3}^ye%idoc;{2u80F7K! zL*%t;_}TMM#N|(FEcvZpZk@zKJ<+P1PR`aLHtJ)8OYV{jYLqtEZa^;HO1;}p62JM2 zJ@L7rqgKl5$cYo6^8(7)kh1x6 z#N1dTxz1>0&o7NMr6v^YNIsx$OrHwH2sLijF6;$l?b2aj-qi3NTzLy^4mtDEJ)IoQ zN)2d9yi-RO68D=Y>Lmop3q*1E1}Mz->t$jTz8niAKbcy6MlY-IiM!>|8~(Jb13d@v z-I-js4WGz25naw?{tJnp)j&kicWdIi*G24i75~Fdb+OZk=hSWHA4rVb=EvX5LqkIk zQO%FHk&lFeZWwQcKMeGd{%OrwVB5f@i$Hm>TLLADc&yr|-#2BcUcqElnP%4uux6JEJMJq^G;A z+Up^oI(bWPTVF90_Lojx8rgnLBcC2=WF$~M*YR4}@?8sc0X;z707<0}u+pP7rmkHe zo|er4>WKav(T&x%i_niVHSro!t1vm7>$-5=*5o9QrclUv5>FF(E4m5F8vJj5jsO`% zoDUfoAjiU(H{-2Y5g=bT0oUCIBoljF`KFO|Gqu3fsq@74cJlKD;(85p7{7=Z;h2-e z$y5Wi+6;Ub*_;QP6$5VH3<|ieP!0G3K@Y{whtTOU@;AqOFQo_Ch<&MXmxFF{2zka~zzqtETbrz5@U zs4>(;YU7J_#K&=R6u#y{e%iXlM;ZtFNl<^Sgb|zhoptp4P_FINNnVRiQchc8q)=>K zptt6Gxfo~%lXY^1e(kn55L;re0Dk?Gyy-!&c?N%I&;M8KChqPLmrwPg`2hU*r(RNR z0;MZ3?|C@`OIE^Hj!9qi%hKE+JE(gh7ws1U*4*C^uG42L4^kPnHA44X?*q z@OKgnkE1}?t3b<I)Qv(4zc6XU_NN+3)_YEpi8_F|}#u6>{D|=rj*NQ?-{~0cw;Ai`iGr)=61@ zKTSQK*9P6YK#j5#_&8E%H4yTh)IaiHB-b7n2j#?Fy?DK%_s0+Hpem?^ltn7C{t8e> zEQdnE6JMwg^+Y1nDDR*}F(7r&%`hYfR20*YG^7|52e**v&>T#v0;LI3(@FtQJy2X~ z1WE`rCu?g3%J#wv>GGu69d=o$2D6qR$I=0$2otY>nM(W z1eHMl4$uvB4wP)Ky(A@-9-+R!)Lp2Nnb7?eCRT3HXSA>Z3SI)b07oF^3R;;?GM2q;ykLC45vC-y)cu%Et^ywtR;n}ikd6x|s=DfLk+4Tx9oBG3XkQR9XY9|x!@ z#KboI_$sm#Uk;*y}x{&?=LT* zN2%IYBPXDXd-+r&j^tCy60 z;v?m*`bke`jr6O)o~0i>)N-w4j%N&N`HS38U=?SN*nqv7GkY<5yY7JjvX(Iq2Sa^@ z-xgu7_hKbE20uD~n|&Z_(z3oW&!I&j79HNR7bmxD%s~!;7A1l;^sCuJ+#GtyaQEKw z&Eg@`-2B9Jn0}Hvz4wt$3YUfc)s5a@GGlI|_r*`Y9)fz4Jm5xtnH*2fe59A`#OiF~ z;~VkejlK>;u`w8#!uJixeRSG9bD*5zGhZ%fQqW~G`kMvq(QERLGrs)`*+0`?N}$93 z^pKAD&5dVTacD&UOl=wQl(oNP|A6$Mrcp_JI?E=TitNVmJ5 za(J?@xK7u|#hcu7pl>m6pda4Ly%cKH@YDF*C29$=>z&Ge?IHe?2E__vP5*_^SB){a zOTL93a%z>A-2dVuw$J^fT?c3}$^+r|p{|a^Hrt_UrT@-fh+5v9x!})(v55^eb}4nf z;4J>0$915=vG3y{9$UTS;|5>pF~MJoT-JykKGJKAR#vg+zI9zIsrjIw!@kc41W4sE z^s@MiWu~?NX3xAFnv*ruY+}u)6S=!1e#&P_mp};`1O?I-sEQ(?n3)Pi!+9ThzX~eF zBGgRo{ZtsmJt*>82)=RmpY`|2V^ zV_l_frS4*>(p$`3y=3MrfBDGVBG^lRjbdN*5PF2l#1gr!!a%*08UkervDJ7e_rQX< z-gIK@By?OixsOI2C`N9(T>yGA^5Ls;)D!Y=Jm;^eLhj?9hG!jeUt8{>QHO8L)yrV& z!Dn*f8S10yfnFNnYx|IbNKV%Ak>95C{Umi})hB8V6fd6ChjkJt0~bT5M-KmS2}&w_ zzausE1v$(E2}Xt^?GR677W6&B+8Z>3hRQ2YPE83E-?@Ar?jdo|YHsZBBQcr$C2Fug zlu{b$!9GCS5emuv*lA^e+}%fBI?g_T-aVY&pmZ{Osk8L+h&?i>D%2=C4{<5xEpMLt zN_q0e^z9nSjQ#hdYGqxn0Lesb7wg1+nx5|69QFk3=w-LF_rYhIlGAP+2#}ZLwV@g) zA6Bv-xvZ6sMcFshXP?vx|0XB&C$EgeM=sF^4%@~UJMpL8_+cb{JO8^hjToYT^CVw> zAXnC4%mjM7$Rh!=o<45Q39iwT{sFP?%{{$7#J2|&s@&6C>_`22;w`cCK#d0wm+#2E zX7<_mK=q`pt$JBE%0+Gky2`WW z-6e0HKJx65r%WUE$8b-nY&U35x6{*Iqn6?)6)IqBfgYt7IY!6aMnNq$gWR@OFT?52 z66i(FU87#!q0h+K1pf`YrS>?XV}ht%cuTCXXy&f2v{KYkU9{~yB&wU2)OzGAMWGT@)PdJMq5mR}e8;v=53?tZV?L+YC!V7}zf3QBgTDO^ z_lX`+TVCLIuem?Bo7!^BQ$DZrl@eLluhP@Mz$dnn`v!1an>XAq$gGo0>~qGJWiQqM zO26Jvw@!wVF_Qahr*sl~9?HQe&cmmVpJ6Y53!h>9tKXr#%=LTUa;E^)D98w;3S;eN z|FWL_%aR=Kvdz~+p6&ONYBhajDpW5^hxkiy5BmR?+|Tjg9tLYWzOJnXkaBn&7 z5cIv|(u?F}TMM<9@xHsT<^b-o6IUaK{0%iqh0AuvV*82!D{urp@Si~mT3)a-zFJ{D zC&CIXKonwQ{cik=@lL0YXX5V&>u-ocY^>jnrBdvS_kFGBrt-H5iLm~TD8$D4-B^P0 zPcOF~6ULl^5MRUV&0$6DbH0qqo>I_P6TuM^Ld?RUQ_1&`MhqOwKJxL zTgNdmuSg_==7&E_(q-IwJD;&L_6o_k@h-6LW$EkAnDsU$R*$5|YQ~JW`l6jNbyLQz zw+=Bed_l&ImyG`Ur0dTCpRq-3kW_Mk35l@g1VkY=*6+r}Tz|vjjJtj*{Qvg!j2o{F z^Q*8hQ2c%AIR9+UUpe>uGV44dIX43N^Z6Xa zH`a{*&-AbjJ;-M3vH$)0vth4_>GnFy{7p#4t>rc~>ScP3vSHj*eAa|SSbY~!h>i8T z(HlL!PR|Yh_i;n<_nEUYR^LOC?2I8jtYa$X=!iHVw#ffIm)hul*m~=E^EoyQ2||1k zS41I>hy!Aa*dVE_)r3SKVTeL(tly0>*t~S8b*z7W?hAA>AiaP3=jRS&?cV8Y|JOOW z(ocn2taCCk_edlHnU91aL5MH%&#yT@+0Hn@(>ks#=i4Bu=)i>h>m2MZ*%{|=vmX2J zk4Z*%?&-Swvw1x{ZD*`B%6ctF=H!6<{ro0SXFd+Fp7XDBuY>+Zn63X)jP;+7xtf?s z)mqQ{&*spI*!h~?cerw$e|9Z1YtA{+dab`->t_6{`tMp}^;twAHrDUPjW_I!C2m>A z`G0@kd6S;v4!eY^>jnA^h+3{q+Aa@A*g=5`_37|9mak&|CHNy_$*hBasN? z&&M_4Us=-q>n!7C?AUSmPwl~09XK$yEnl>Tu=*3C5F6`vV`*&nz|}gpvm9qaB9RDWJ`#om zA-;$!q7X;K0kK7FkW|JoAraQ`5QW%SzZ?IzAOGj){%`z+ag89v7y0Mo&w^*VBR{S(&t{da!s#lH9P{vyArQNp@G$8a=OZO;|092S~Y!@Oo- zgTN_wnbd)WJc>Wir0(+A{9qmn@64nBV}Wt>Y{#SXz>rdaeQe?p@F~D*3IW5YjX3e> z{&wJCUwDMv8F}7>N6j69hye*$#bfgB`FWf?Gw{DhK+1T0{V0!euLiG+RjU-Rhx|Ya{eTPtHU9>*sdprlDpPp$d?4^G9w9G34#>z@AQ(U@tZ&WEnFE;2 zLm=9h3~CZ@-_F@8LEVguRlRqbRa!hSmK{)wtOXXd7+AqfliCP`ZyQibBWs+(Bk}oq z13_bLYZ^oO0K}zvHRxX|LmAN{T73g{+-8AUS$JD;O~%+h77B+Tpw2*C?7dB@G3VBI zfsz0?go{Ei=;C-IAeumk%JSHH9$+%rzX6c~A`r(~=WPX^0|e*oaNq+#2u`B6A6%-nU6(~_W@aPD96DW%J2%!FqKZawA182AloZ&ueIOq(F1SsYeZ14$~(Q^FH zf{rioT~&l~p$xDG>~V-Wjm0mgV&~`lZ$t}VBg}Q48^@vR^2{$4$U_eFXMLl3b6`iS zkPyDt0L~E4`X5IFvE(=B7SZZ^4zp@Bg!8+Y)Nlp7oa-O0iA@>b1$j)&RIh7NnX&Z@ z{HzcDvVe7EVs0CAC#a_8cy*?7ocgpWS}k91Rwq8=Gkeg>B6Nt2hRkKnlT51GXy_QY zPUir|Vy@X4Cxr1rf$G&_PKM1q~$kn)==;=eW>fju$);5n;arL2>01{j+ z6{sxNA3XqncIS=C9a(Q3^pS-aGXTL11NI+)|9buQznULYRIhd^YF)M@bz)Dva;+b$ zavw6Q$ag?+uLCtngkmHLU*3zpHWD|)`uA{PM#OnO^p)Bf`!l|Vn0i$Jcnkh!Up`3< zf0v*h-Gdh5c#N8REm}>xPkg+>p4p&Pn$Pi^J0D+hy$-~T*v&B>XpbB4JSW!LfS9O( zPdku{S|kDyOjHMFC8$g07!`8gtS+PTH4}j%;jg*y<)l_nQ#1xLj{b`BS)e7k1N&9P zZyVqXR!C7!Wa8sQrOy|yCX|jz}FH~czm4N)iXvd@wKSIu4YvN*wMJxCKZG)BmkAt zh5=LO{Oim$BnW*5VrO6Ae)!oW#vRRy}aHb(8SjaH-Pn$=EX=~y*#KpMHynzM*+e|&YrdZ1M+fMG8IinNfNHWvu~ zB%|t1joH{GPQA$-t0qK7t2Je!)dv@gIz7p(o;-kB1An{4`U((3u0x4O^p&G3kSkwk zS<<4^&-qa*ZfcY&Ro|rcA>Gi`yy|=}hAzl|^B!{CHE5!syNSl8qeIDOPOH>}!5|pWDteP{~qMm(6r<0*f>PKv1`^C&- zb`flfudmNTTq7Is`Ga=A{Yo-lu2YiF7qb(UcMSAQz_?<609{=kt$GO1EBwD9c9~a@ zc>!^oN=z=^4I~)7_;&z)hR^?htetgKRNMdev0G6wFtPL6o%^F=2PzghFvEb2-HIJ3 zVz;7V7j`nk3^|J34Pq;HT>E()@3Ypko^^lscfWq+kI$N6IA@=|KfTX7@Aql;7W#(c zCUph~R@4@g8t}%ZMm2{bsAIgEHX}w2YHC$I*I86W>hMZpuMs)b%sSGeZx3Lcqn5F@ zP-qZ>fppE{8jKx1oSZ?OZ<7sp8agUSkJ0fS(8~+dom1ptV0GSSsCUHUwY$JvS0<`i z&ZpE`pm1?JV^lsrtJ(y#xPBbIyN{lQym`Afb)DQ6s>sR2-1tAJ3)sLVJAV9~@!vsz zf=}q^O)UMWy{)JX4#4@-;ol#)CUa>17Mg|k_!{+V7PWOf=gqO>*dOR&ClnA|tKoKf zmW9+C>^OBGFk<56J+X7GJ^2^8gO8{0NZ!Rh@6dnk68OO#C?CRrxzf|T=t~|U7dSD` z=atE4j#0|OJc{x;lDt(2Th_=#jbsjk&`DkNa1|d>%dF~A7NCUmDZQZJcwEGyHon33 z7l3LW;cfFVJec3f_thH!6|6;{GJ$?&6g3dvnbehD2H&ZHZ$uX(50t|W zRmh)}$eXWh>cL5RtNC#%GF_}%S21}IGSLD4X+x=EFHHL0FPld8y^ZgjM$mWP3NI#bUwaxO8| zhJK~!K{L=+{H+i4I~}p90;1l48snA{QgKwCW-6E4}(j!u}t{$lhHjh-} z(*ZxsMBU@F)}JQzf}YbJ=;%6VUkU@ST?^FKyOB*LjZRQI2gj);A7j+rlxVe~ShOmd z4SJ?Op$Ne*iV_R^lc*inh$U=zf*#*PDeO82pT)1%Rlq+GKlJqgAG(1pFXC%=(eZ)D z*o8hc;50oWw!Maphw<5k|6kzK9Y0%WPp^hgw;?yZLSKuRThR$|%CT3hx|=Rq)uiSo z*R`nH_*c90P>k)1Qr(wOgR#@%ar6+w=%=V3uZ=)?+Yl2@)D!&nL{^}!AEH(BHqq)} z2_V+YyP@WLe-hW^7dQNQ;w}0H;@Wl68`1=c01x=&B3 zY)cbV>)=@R=$lnFBHp*pqc_6$s*`7f@tq2cyMq}0lh3iNyBdA+8{oK(^ltZ00E@>D z(y_1DG%SJGhy^Metx7^aHfcS3AmYK#gLM!e!_iF_bknd1>&*sr6+W2z1+)~@pLWc~rA-QtZR`K2s!>%-yP}zXXZaCLEVmxRiCLPDTgfT(hd4I zPw0WFLC3;;r<32-Au+M^;72)sH<10UW;J9Z@ZmM=fmZVS3SiOOsZqp&9nymD^*AOY z$CO$EjRif*hmrJ8A&F{S$|+UP%clI+$Eue}R%La!s2>ODai>FvMhp&NZ5qV>A$iUZ zU6nv|@7dQq0@9ED^IC|>BhU`upXVo;)CeR5T9gM!qp8I543k)7lVbJ)ixHqa&c#5O z7cy=Jpy+O~s!O?ORhW8rHWr`9ew{ud(itm#tVPv12z3ZKUfbtB%mGaQ0`vz+&Wli2B?9S= zBL5K+NxRSqYi-F|$KX$k=r<}Nm$dK5K%^D2`MFhfU13#r#Bznj7Img3bQk2I71;MX zzBG$?c43_j9Ee*eo$4HqROZ={YR9xlb?~%Jbrl>Zr6!c6 zPEz02Gq+2}vEerS0bQ;3V-MSw+|>YznA+SEs7}9E5n2Um#X#1SmwcD>mET!Ugbm6z zVloWh{S--l!Hya6tD1Yz5wTL8_0_+cs7hTfbsvpzR5^g{A&_EqS2#l;CgL| zQLT47jt`teuY=HMHFTH*Uy8t{OOWe-Myn>!PsBX6sN9V$%1|F#xliQshS(lm&Llqc zF=myWH8n!2aou444j`W`KvK`z)cwUaRnnPWZbYoQw92X$u+Lg~ls(K4=!%HLX~f`K z){*-Yy2VZ}-V$fTWK-6p$M1dUXZ(Kf`x={C`y@eSs2Q&^l#f-X21KjyTNbr}KF61F zik73!-$D1RquvzgMY`gf#p#niL!ofbq{dz`sa(*Z?SMXPR=iC$Dr-~OTF0~J#ILVd zsmY8*eP~Rr+4+Fnj_<9;HdQB+_dQsv3-^cGkRudyN%e{OD&)g5=xZMN9AC(=0DB^h zgUu>3fO|k?(Q6@Sp%UX&>XSItFhi^wvDT^*YgyC~A9_IQp?@asm!QXs$@Gplx%WUk zc}BCJ$9BFE^c2{mH}PL?2{Z)_Ppda2Pb>3ls3tz0Qsn~@)QTxkzdBh}PHNwqtJE6m zUhm1=+qGztPPN`nn_3ilk@M^=nWUoyAV%ffm%2fZ_C52KEBv{4eC+ z-rd;mbfV@uL$gBdT1da=jU85FpJ;5-=NtXX7yKC;g%KBhk?MTkf(YNe@x=jLBZN3P zIE{KRjJTz)<}b{B6V{oD+_N128%GR`Kpyh<4kQFIAfZR-$q!IVuw|_Y__izgu>(1< zHun-z;#K(bSXGcc=m&D!yilvEQ<}XfI?c+p?>r=DT*1%r$D`zpZRqdbY^W;6v1cC$ zC5C~TUhJeA#$N6LIkN1o7ldXj z%D{R)npEf`lWGa|Ns~zW)+zMYtZybd{SruT(x3TPfePY>NwrThsY~=@ts*)0kV!=! zFe%w@Qa-6BRpS*DDbO^1gd$})J(U|&C|@_4)G(+~_OIu@VVFsc!Y6zCL1*jB9*y4p ziW~P;*z3k%qeBv}eCoxjA9m>Bj781)!TqVz#MVOU8+oEa7w+A0TqJ$<)3#70)~8>f z|4OC*c~*$~g!Dkwva=s(aa!Fha9VY_m8fzipHl9D2}=3JDCe&hH51=D`WU*P6YR+s zK+S=FrQj>8T-k%S{OkVQLq}>h`6%`!{*N!uzfNy(nLS8qqOuK4R3q}AQnen%tNqZ~ z`W>^d$Fry`FX_b&p|dd763W=pj8rH=E zO$k&)*XeQ5L7x%yKJ+F!ben*!7i071#Bo<_-X5D*CN8_9^G(~KVVy=VI{;s0O(p7a zZx4H3FT#C|jO^i9Ur}PfiabpvcMy{q&|9a9CsqBF1a;OLr#!iLX0t}CC};%>n4m_v z%l)6e+z%>)FEHPPo!rL=h6<`LG3bKNSE7eWM}PMYDxW9xTIA34YZKJAL2>Ht{TOvB zT@3LVt;#{+d$At(m@Md|B>f{gs7wut+Xgi(b!R^@*p1j}*c{)^X;NL@N2+w+GTGT( zw0X%@t4?<02ZqFB=Gpu6sQ+%GIGqQc`V?q!KHe(LCZBc&mr9dAU+si}3yXj>0Tt8XGcuL(_}&H%`WzVTIOqmA z)(1$-ni{~c8u&|hU<>}8fjzhZ@AG4gKw@eGFTFYuIOKHR$T|lILwnw=JOUX0ejZ_e z1+@a}`B>Ud&I1+b$vQHyj-@l8i&+eH29N)5VLdZ|b?gGVvC#sY<1!GiTRfI;2gOP{ zgLq-Dk(GGEeHDXT=xLA>I}OqWD1tYS|F`6^`am~e{m#768U3ZiL+wx)h&TW1&;}hQ z>m;#(FLT#Ro1?({pXp^F5({+Q1`O{_6UH3O8-3#pk`I|3c?)ZY9IB&{`618spH z@SFDdeh{`;qyv^P0JzW)Kk52bCo5{`We?E#_Fa1gaTk> zm{F#ZzwVi!M**I_@1{|<0bM%zf;TY}w=Erct2^=SOI#LNNX}a7FSCof$?*a1l4+%< zJbUOZ>96yK^wU1lHq2M1jn_-PYkH{$b8ur>hyCx&N@ z02)8UT?%`<%i%x|DdX-Ve$c68m=7Fw8&m+~r-$UV8|WnE8ajL7CuK4~M+1yzYYm{} zJ)kqdAFRNNU+e_Rw6l+_8s{bVI`~L0U}SUfuW;ZvNkF$#I~v6scwPy7C<4ET8x2JS zxv6LnzcWUo9YEH}Ynii?hw}k}%Hk>g;yi#tdP#Ue-Xz`3AbINWCidaLmQE56g@FYz zhk`A5b27ei10Sh60q9SJQSzohLt)1oq;mq*&g(BagTFjMb`JKJq2#!IK=|&F;~OWU!c>Is4pvwlH-U`>RcuVzck9K zO#af6`m(tQ@WPVBds8?0+SpyT0`WS&!CO4)0R@`tD~F-fX$cf)H1MmP+kw$O1Ui)) z$WKLbBsQt;1`UHhd5)ZObQEw;;&i!-PFC{P=3Tx}n2;Cq&B2Z~^5`?@pMY=8uL*RH zdQ{JYH!Ks|ZGmo;p8+H_6v!ODUDMY~E*|lgbp^5MN+0>72N2d=dRekeFO7jF<+_89 zkeiL!4CoRnhc-Y*FB`-gpS2@L#G{AgWxyJdy1?WvZe)GbLv;l>V=A@v6ZPYZK^{9n z$-p_U_EO6(Kr2M-uDwG}A$KfDhO!}rSmyf_?Kf9m~! z>c#p)=#pffjeV#W6cS!fR|trpPL&g59*dCHgVI+=aeS1JL~%>sSY9OC($Gf+5k=_>SloqRE$wa)y%v5|$G@g@q`ot61U z`-$#36k#8MLlP%(`2GSU6pECnOvFq^;DfAZWLDzlw5v2d+gmbp^pu<5edH|l+JY~e z@U7;={&jMiGxgaOxMCaX$Rz4>ICa?#pY3)4=wl53y9BKS@WM!-rep2M_fAkg{Q)el z0}xH}Pp*;FtRV9KZ03t!+*}6ql6*gd`EMcLoxolxSE(^~p-8#!Cz(?@hPm$oem5$w zQ7Tu1mde#AyNRoWX+}9To<8dk^b1^n^*d<2ssU&143&X*fMh4O(gi`?w46M(3)uHT zdW(I)vN?8%2|A0DP^a7k3i;Y!Qh;Q?1j>GWwLz+O;`*n#HhKzg47{7V5jP5ImSAEI zdX!rWjZl*qMb8|rh60s*5B$3-KG?ut7CocRlaq?!E05C|Wv;zZo)m( zb?P+w6XNOdT5OE&>^~73-_RR2TuWX2;6QEUnmLOxw=za)THYwxq33zy#2ePz5$DvM zZc7cKgEH@aG5neQo15BxZJwWmuEs{#A~Q9&BmUoHqh1=-Hc(T7wbZ?*Ij$L`deen2^?=Se2U#y2&;Jxxw` zAh@>TgP2KKXjKJMZ9DK@uWMalabJPy_xPS1F0!FzCsPw z${@)=BZuxV$la|5@+VYw^l^3b(N7EmI*Oka!p~xvTQJw%#@OAkZT|D*H+-#jI{K^@ zz|)WTNmX+G*cfUaIkcQJJ_UsKCB4&IFMrvM--pplWemVq=*zwLLR)ysUxKegQ__z< zmVW63pE>)|H*w770r&&`Q&sZ%8+@+LS!gV7Los6XmIL2)Qos@2v+gC0$Q@Iu4fGFV z%|;11MePDky5X!*lKFJAlJ67QPf&kO(wEhn;4huo6C{?^i;j9alstWN1GGEj#2L)x zLo%@97r>D}GXKx`BXk2VfO9v>9w48gx`+V^-^K@;hQ0xEprNaT?d&O;J9x@~wm#CQ ztwGv!rk<1nHryLHGj%E7Ci=#B*2tctVFLN~8a3<@{o)7U=otfK9x<~I`iK5d7}TEV zDTSb-*g%fD_y>NNl^RDsHJY)86Nh^8#7SVnqqagJa+DmANWTf(J>sdqO!?$5(}}^B z&@G%Gm*+)VKjT`D(e(p=Y4!vv1!xdfwF!_h0|I2lL}2)io?`bzCm$;tWCHcKU^F=x zJMCfb^o&@)fF25v6E>lT5U3m`LZ4uPo?}fVC^(?yxCo7h1qlCF=snUw)lmhxgj}p1 zAm90YCD3?ZSLg%!1jy5Vu9DT%Q$C${mnv<1yGt++n`OeH5ZnMWi4pM^-BR)5&kJqVJ^a?GI%e(Q3El{;B zF$!32SxzsqyeL#M=yDl-!yxM4L-vh_*O7+qS{=l#WxTCkKgk3|2)xQ+!sd;^8R z5{|oso~LOP3QeG^LB1dGl$B$=W!^>~snSR<6M#Plw1gIABe3kZ2KiWsIIT}EY0Eyz zm7L-ASMS)9SobA|eWJE(>+dGbp(5;tKPC*(iIc0ZT!up8nh`3c6sYFDvnRQPk6}hkHwAle<*!2j$OP_AxK1y(v(ORrZ%debDhz zdN*u4mDqbnY#hAfFF`M%{78rHa^qL%zXtI!3>`1Qx2N;l@H_!>1xk^r#Lm6^0rDV~ z{=1s5+*{-;TXXB>YhP&4tWX}{V`pXg*%?Px;E}B)wGfgo1Dp{T(%=S!VX#W&Gq3{YJ)i(4csbH^|Au=+PQX zX5G`FO<4?m0J*N_80eme(tCa|`6{OV)+02xP4`IGgG$kSb3 zq;?Z^uZJA(=Ps7dIz&WEBvXJ*$Lrn%%MJD25>~{JEVx$R@i#V-qWA90f zKllRe1##+zo-`lqf}ecA*Zh!V{PktV0C}7NnjP}Q;%wwEj;lpZnClQA{^;3^pAW~k zzm@Zq+J4Y8L7!EWdLG8Tk0sbULj-&KRPGf}o5v%2-qQmjA;<@0JJJQovDHnQe0GyB z`#t1b6`gzz(96Cp^rbp#+*)ehPQ*l?dxk#wD*i(p+tI5$e?rZA1s&g4;+mf71^q+9 zc{eGu%w6^k^OUV?z2!0cnF=R;WyoXdduM~3q9Bzl|{TGA&1?#g_Fi6+GS6E^KJxiV zr8dJ4T2TBwdIdG$xWC-OCqnUwyX5K7*zFPYTg$OS7V?K82h?pyy=h9Web$BCujw#*9L@69S|wF|qlJhs4(NmVSqP)j)UDL+0IKs!gR7W z#Ybkk>ZJm-cejokq#(3UiAA94X+%9SKm|vin4NJ0H$Y>7&)(ek*B(KmTdhpZjP!v9 zcoX-$xX%=o6Tcw0mTAm>ZwS5863)X{0=GebL4Vhib6pQoqx$2UeW6;#KU;^;qpza} z-3|>i|3AXGA(8Z37WO1Pi0fYX3qDiY6KW9bdbuw)#HKM9y<}7uADKuGbb;KPkDmJA z1$tLU>Zi_Mwqx^%{`eW(I_m|`)*a$nO?1B0Q|2u4fUV3sDc@yj+kx-)qCG?aL zmp#P0j<1B#&+cw(lp5>lt)Q5@nVXti)L$kyq;KhjZ+J6@;q(~z)g5}0EK&T9Uz|-T^bu_`rk26<{RbTo&cFC~BdxXgWG`i_~mpnhS`H6VrB z@`Soao%>EMlX>n^ai)iS3DU{wb9$Ll2|IHwTOvO6ocu{1btTW)*bA4h$bAUmehT-+ z?xFh&^snWT*!Lh&_~0b2IT7E!b{6X6JJjvB_*X`wWXi>TJoZT&kQ(gqcI7A6Fy6Ex z(5n=8lM)l4%8m4t?w`G-)=Qn}p)GDK03+j=Ogc$`AXYndU4*Qmu5W;@`-!BxgV30 zlMU?s4HELiAoHrD6MX+M`LqW6p6^|wf23>6&40W90b)~daenjuuwuXpY5+xXLhKPc zBq<6M4ibh0Aquh6zMF$W^PAI6)6V(({~Q_b|EY`Ln``I!`OU+| zYI6x?jlVb6*O2_?Tcdtoe{+`PH+S2qjT6S4et%xsSYw;fzdx_}^YWX=4baAkVqOtQ z+RU%koc!hmUDIy8-|??k{%JQ}9qhV(NZO5OPpnS;8LMfdzr+Rk&AO1Zo8JWd<>|Pz z8?QQkGrF%fo)bP}kJusqoQKL2+qEaB-SrP*zwi-hH=aU28Gh!Bw6WhT{Gmno&-rP2 z9#M#$_TAh9U(V^9c5`2YZXf?uL$JZ`=av}eSH`H#FNpC15gp=!D5M7BgxDi?$Uob> z4LWU@hC1EPI+sk>=JnstX)a^vf9mSj)-q*besjLX+O_|E-Q8GsNE+3j+l=*WqIO*u zbp2~{KFnGV|I}9m=Y}DnNDvZ;=#XC@b1=R!;%A+==X^WlpY2~8ovm2#d-mGG8tVOA z!#S=Mg+w4>NGKA71R^@b1yM*1#0jxS?2vz+UtMa{wx2cXe?RX3+4Fxtt~EKS)=+J| z5nMM62}OdCKtzYQAPT90I3f0k9rDj}Tsbqp`Fs;?%wIdNJN0A59PPYN#t%XQ5gp=! z{MuMrt{?R?*Z=yt6VS<%VcI-?{oLZS@|zzj?cA^^)_^F)PWx_t$oi_y*Zvp9dLoc8 zBoqlk0udeZ>(@-?nmO8NPXoEpr@3HkT=b)B8xJiWbk&fn)1hyMQf*6&qmaMr>>EAL!!2p2vk2BUbzs_!*MwY}+%WCN%gg+N z1GMqd&YsiplZqX+G5=lP8Og0>0@H3i&Wu<2XZ=bW-<(EFIvKS2h2l3sNFbs^To8rS zK%5YJ#18pq-+DA7zqx*WZLD(~7llM1VMr(vgajfw#061E4a5ntN9>S)9(y3UwZFSI z_OGAYk~J3k*~>Rp^ zLL!hbBoz5QJys=Wd8Offhgf{0!q2*!HuF1!U55PJTcyo-hu9xPOh`Mw`I8(T{WFK_ zu*I+YaTU&YTVL!iY81b~cs1A|P9@EXR^KhaNP#>=T;YwZJc>SeCD07uG^=@Zyq7x= zV;&RFz+?aAcszY_RbZGvtAc?>?0W%}vLlYZPfP8HW#mCt47 z#v|@!SMliod>+@I3jBm|I}QT=!1}5KVe3&A$Jkc{@>>>ahEjY7{!@v^ z`Gb!GV*xtSY&JTZ49spAlmfshTpRG{KYE&(6X-gS2X7!X_S$#OyImN{8T3`IJZ};n z&hf6mCOBt2=Q!5{x={f80F6jqjP8J;jP4H109Z?d;YZNecS2LpkYVdH=fjE~LYxONU6vwuAn*cMQ<1NDI%R0jqg4WuRp z7!EKj4Ze8{2*PgQ2<6TLP2qE=E>^8KMyn^lJ3fX(69C*`2!4?deV)VK2Z3BP{Q?~4 z6OZnH#)d!$ZrTA6&cfSuxn^oEpbF@<3O4ED3DpB@ebyeB5&pE1aS|T$2HwNa*#PZ0 z161PiU|{P3=omP|c`tN@EgV^ciDO4rg=PW$cSZmCu&pCD83ugd1bTU24BPR0xeCDP z(BTD+Ki-P(Z8?Tm4OSH&Zc#TA(aAh)Mf_n14ekO(2)=NF&v%`n3IPst zJ8!%?P$O22C#D*HvZ$?Xfld{NuH{RVTAzZ=So2XE@xr=$avi_DP)|(6E;=X$+Cp*E z2-+d8Qylt?di@fV{i`_jWp0dmwB4#s4+1I+oIDvyjyp&3hhVPDxlY(&Jo?h!(tMh@ zTG5kuU_M^$fI6YS#{5>k4-i}ac4Qq+=%qy=a$+80{B^u){XJe?>KLoyH(J&DCKlzx z+>DDjcQ*5w28GB3pl3sY88LogU-AuOrSFPe7%vo`T2AcTA|8uFfAc9TFe%>DeehO{ zO4%E&HV?3>agCs-3Iy^`9Ot8+)Fl_$@UwoifSq~){c8@it~9V`>c^j%fvjc(3i&cd zts4=o0;4QyNf>zvA8Wz6mw}Ugz;9O_ASZ1G9=ZnD;6mV%Gx1w;-{*nEJ+R9|J>%5f z*DZ*W@LpKJ5n* zxrbb{mEVY|eE3QD$n^ zQuIF61T2*`kEb4*uw6FB^ju(8lcxhU9tq5qI_8KiPnM--;9F6-fg5Ty1AVnbC-J9& zfL#PKN`6lNh?=)NQ5E$(rJ^PzsKF;=lmmWJxf3<$3^5W1sjcf4Pd?sauz@Wu+2aHw(Q0*FN$NDjg&z$0ku5uJPMK>X*-V zK9R-b)sX!_4e2ww&!;vKOYH_jC4!HaCHIIcW8&v7#Q5%xK;x)ukGcLBd+Z&B?@k70 z>cP6G-A|coUXB|??7qR5y3vblWiCF&h?BhZE$OKt&wfTy-Lsc~IQ>V5!m;t6F7@tz*v%$EV5%|sr<-aYZr z*Q|FR>v&8Ke!Bu)dXdwJpBmWeFk`NiE@x_7y_#zY0)_bmlsGlgd*NYMYj~MwV*~> zNKd-~TA7LmO=>sPC_eK|s`osTS~WRFee$PHWrdcYFt)w}6nho)Q(e$MHa(5)9#o1_ zRjc4j*svsdU|)86qi1Hd{xUg@zNQzxH4494UYvf9&lX4}zBi-ijOEzL#A;UJY(WaE&@-a!~j^-UFRl=wEQymMx&TC{1r#mVUd; zU-4R*xL=1J!DQ$X@f^uO3|D%W_9)WXL$z5%xV7P$CRXb%pMR|b(|h=um}*_opW zDrd1cRk}yCTJ;L5GiddGptB0isC#*^AvzzV`38Az9=YMoUbA}7JkM@q|F9PLKfYUT z6_DfIw(DrG^U+I``adfC>d7AD53^N#fX_~4H? z`ayF01p^Rze8r177yO9t1MMA&OnlE8ACrqOu^#l*mGzau4uxmqi!)7X*%XuV4>GCT zP^09W4lU6F`VQj$^i2AgX~Zd?o2SwjkWUui>+Q&OA05aGT&M91=1Kl)hO9#FqRW^E zP=~PY)n@EMPMbqb2t}xn`7Rgvopw7q$BfulaXHj6|immuhq%YTJF*j&9o)ggS`09vsWwHv(I7 z-n_-Ypl6v??FsaeL#S)`^fe!R{GJU;PhjSQ>9=pjsO3(7(J@aOC|=uvjC zF3!z71^On=E$YoYI^q)z@Wt}f!vg3v7i(&8O8p43DT_WFp@TK19>0>zK;BzfluSSpZhVRbEK6KX-*##|@#{;V> zIt;2q>U%PEXEWF6_nkQ<;GdEB6vtIxi|JCq}Qz97e4_XNi7 zOzeOtFVv@8x#(SU06)hsYJX#2O?+$AneEWq4Kullv8NFqe)#8g zWHUZ>bq&Aamxu8gJFZ!dPmLC}$mYNF`3l`kUC%i9#8PBSIr^ouR@JFAGGj_l}HqbH4J+`7d3;m`OYdH69o`Uq=$GtZ`M=M$7iws>^| z3d$3vXqDh?RqfM3bJv|dl3bO99-0snPp9CI-HD+xP^D0h+d@n6X)W|!P=&36exk+! zo2pa5rkeP~tN2GTYHnv}R%Wo5nS|Z)GZr~=Vhp`FI!c&Dt_i>&dqYX;j6YYS1{Gxw zm=C&{+~n|3Y`X~C6LSlYuKe9Fka}DZyB5NSAIGbrP)eqs8LQ@ev8sdZpzNXk*P@3x zMs8L3M&rla)3^`CCH{2={b{s09d=GA!-OeRf_Q{4#=t28rf*LLzlpDm>e*U+Z z&yv`%AKyp4<2!l!I{7Hu2==0W_!T+bpZ||Pim#!k%QMNN_^A~+VaNkMbhK54vF|xEoIaMl#CGPF@Cqsx za(7u`HQQ$LV+i-|hC>79PhU@78<_8;O3GzZnd9PA;{F)*aB#E=xkZk|w~P1Zo=|$| z`S!ENVeWf+azD@m>I+wDWg}ufKeh7{eHFAQ9WGF3KA~R=dI+RnBqn=vy?4Zs*0;ss ze>b5=$prmLKC?;Pp(i^EWnCP!jjAN;FOC1;L)Bi>t3llpPH%UV|J@3wrmZt6_f;mf z7n|7Yp@sEg@7#xdKXzH%k^Or+?5pBcWT#klzkReC(a@^GeV`%yPT#+s{htrDlw)W1 zV1LQyLu~nuJhlxx;;n_AinpD2fKwYZ7xE@0C$#L&G&71u9OP5yKe z>LctH3k}g#3-?njs?0ljti9Ce#pJT-_|h2Y4%q|jVXaw+=fgGW)u>fni2p;((FfnN zyugN?=ws@W`?H|qXC`%+UUb=HlWM*4gmP{lsSatqaYdUdeJNgj?gPbDE2}znk9%y? zn4`q@RmLzUk>hSa6^D;rC0}MZP5mHe4L(Wku+d*2i{qjBxo=Y=-PzZ^j8}^*#HyW> z+0P8){>}~hf99;P$pCzADswY2X35K}o$*Ss_DV?kbI^()SCLC%Q^!^(s0JHiRiAfO z<=Nk&+EAN1+@W9H%zZ=h;R$@`1iF3X&pl=%_jh#E4{Yw@${xc7D$7pvt>@_d=xu+n zH(JJVbMOUS9oAQibBeG(C3ohdhna>g-oGdBlS7AOre5bdsjeJLP;Cyzsg8GIRD4CG zXS7;3)~cf2sV|$zM~r`+95f<=oIVHtBvw4zanGw9_sXFHdU@HTnsYz<$R3;eI4VKS zc8^n0+=sha3!36J(aM>+zT~1s^($sk<9cF8^gHel6oadY-xYk{h3@;~Z@o-vX?l~2 zPyN5tD0xR29VKOBH~Aa9YH`FVuCEYQWS z{$iN|#Bv>wkDWYDKO1-u;)t}K#W^#8pYS~^@T;-g_#No+wd+95?gLW-2GJr9F#n1? z)()KE8;^p&aRaV10NB$c;HGPUUGgaUx?{Z2wEz%)U{z&btA$C4Mn)l3fnO+07uO)&kSLXOJ}| zp^az?ycMW!Q(trt2t1s}-#-Es2wo1nmPhe}cK|yCF3>p&co0z7-H-j`>N_6G|DczR z-}O=^50BJWFv#6M3=-JeAf5IYWJ@++zMX-o`=KKqtDn&c*#A7Bm)ChKZ!I3P?*UA~ z3rK@eCs)VucI~b^c=gs9tkX(^<7y8 z}BI1LzSj7P}$-k^|qo0VE|eFc0T&;2q5ES};%+^cw?g z<{S{h3iwI*WqjzppA0U^8`YhGlK1AVv74bNFdHO+HH3aO$aid2+y!VsPkfa1mNR0P zp}>^q0A*Os_x0%DyssqJV14+=vaLWj5Vvq3IQX%94DfHRGdvZjeGXt3_|P0rXgWfG zUTihW+x-Q`W+gG%XT@DgBf&4CT~Fv@-CQN9Im?nK5} zXoSkdD9?^VuaN)^3wkYH49He1;L^Z@a$|!hyv27!b08+pK!@FQG9*>H+`NUj#afZ*0p1Ofya=H;(zpY+&L7 zy~L3ay`%tLDfUD!8L}H>K5%v){BPnxgWPe1DoOtroINu(9G$zX)O*)mO7-s}7fX3c zt-(5}hJWouKY_q-D{VGP$|0lJ#RFNp0!;|9die$G{R|CF7UCNy+B;%(`2wKfK#S^c z25Qumx7W{cmmnxT+J}3~*3mk7*xg66r1zDHH+;ost6mPq>7@{Gz)n_!xL}(*)$r-A z(B1^#8~DBk(JYT1jt_E|rfuA1StAdLN#`TYp;I|O75~N`N~4p;CLlJafQ#KmcW>|| zpgDU>86~+TR3^iLtpc~Z5eIDP4D=`W`iR{~FWFzkM`|w6OSc|CBC{CfKusVx?Tr$R z4_#;7Hv^5*ZY=%;-9fKutQQE>ToZ3J2Y%P0GHa~Go5Npt$mF#iQgN}Dr0!;3DSBB; zzIaT&7(hH;1=`a9|3Bnyl&GxsyfyQ#pA)22L5 zYXNtuf51bw8B zh#Yeb@gmRT`ya`zP0`n%)7&J<-Cddu_LSs~Ix%|tiZ@X4sleQxIguAy@iuI7>7e=4 zIObXZIC=DhpY%aGMM5FNymjPe8`71zS9s+omF%E&B38n463f|*vW7UgmDwm?`K>O$ zjlb_Irxy2?mih3#%RaImT`ne0Lg-@}kO#&BUwuN2m@o*aC^aQJb^1Q_y*mAi9D1A+QZ1mej$Z-xK^Ca2b9tux7aQ%%&`80s8( z?$9;X!kjN)uQ=v??;E+1ITnZNV{0qmiNyGwwdCM%qugF&l!wI43JdT{;O3j!1<0f_DJ#-i^N;$8VVL?g!Aj0J%;EvhNNgw#N*pew?Xg z@qW?*eT}M44s<17(EIcx=AM)97n2*>&H&Ci87ise(BtHQQmZA`?+ksz6X30>==?n~ z1D(qwpnmB}01d1ST^O-@f!d+HRXuiwn^?cPi>|Mie7@l=m!|m0XT7g9?4Xy3b$U4y zt(RBnssH;7vZI)vWWwGCba-{*2n4d?_!?@|Gw+=_BL*&{o z?e$Xdxn4q68^oEMJsMk{>rF2+9OyN6j3rK%Y$2ZL1y&sco{9hMPBDn(gF)=5JC7RE zgSH{3cu?auGA{nO9XqGvdJ*_S##z`OUr1g-4rMJl@!JtL{N^+<0lmT6*Y0wmoR<{d z=Pfn&>*Po)9~t+>N76xQvVEgo9@Gaqx*y5|AdIO{`Dp#t8gfRaDD>vT+vDk#9M;oQ zFm^U-s@@Eg{S5QG1Rcv|V4&N5rRGb$v>rj9FqA$vg1YyPT-uzTl|HB~{nH*F=$NQ? zMUXT6y<@UJlv_~FodTYFlfI}g6axLAQ9+*Y{aXP2FQ0h^Lst>xFRA4A&iLBQ+w@gU zy(M*(PTpV8%b*3oOY2d0ra-T>5nmyf_aWA@B~pW^U9FH_7NeBp@4$TYZN5-0(32VF z;kyrfp%2kZ67@5MIupR}U(P~7!Twe8N>9;M@s!rjb>g4FAihr2zMQPp*wESx&=?#6E}jeOf)UVX>~>-du;g$kRhZ`)C_=KLhh28ia6m=z8A!WJ#Q+J1 zx}z@;{>)IM4B_ucBo{OvCM2;+fZXJNmc{|HtRwUb-2&uVFIU-lwWnnL;VxnJ)ULYh z8`6>U*#lkuLO!iQZefkX_My87;Naw$g3MvfMrbn*kY~>O%Twm^=_`IfzFB?MPm;)U zw{FtY-Nq03taSs~Ll3jtC{D=rZG4hnKFwuaTd;9yVE?{Q8j^pHt@oEQ^j+z7P(2<%T|hUS%}(vl98C&Sv%(^p};%6NRa#A%~%MBL8LR*jt(f zxyw5CdOm#(vYFpb>^DkQ_D((UYe(XHzKx#bDtp!|)RtTHB-r`KH|h%Ot%UvyqVGHS zbsMNW`sWUi_4FzOq4XGwE()N_UOS+xyXzxcn)pg^w69!ms+YZc^pYviAk)eJhmW#; z3q4U5YI<|_Pc!IyneW`4&!QP_F>LZT^`^qXPGp4m>A27=x zY>gfB5c~G&0_1tN04dK}20@FGdZn8z-Pc2AdbvyL8Jz^P|1I~0x)5cQ!dgD91ATyj zo?tZ;LK~pG*aU3?K3fxiT^&yzC02KQ=3Yo)Gv~Vxy1F{Rj$|`rNDWf(kRxPs|gb?V88Eh}GCS9Ew(abNMkhxf>02vD1(a2`lD!GfCSmPpgrMgM@te$d#J+My(_JgeV1+``` zd+|&*^puM+D>6R5cgK_ZqNk^${!HrcFJ0%bKc~mbd<{w+d{ACdvtH%LGBB;VdbjaK$A`X&3> z^`dMmO0+AG2|JL5SAofAixtGDd^vnfv4)#8>!d)&k<(|_howQq|ms69W7A9}K z&cQv$l73R8qn}s;*vFE$8-ek*fxe9zvfl$8dlktap?8j2rCzHp#$YZtMaS!zadW5F-dRGsL zYowC~Q=lTujQ@nO$Hc}L>G7Vk=Xh6y{Y)kLphi%}u)i5gALbp){_HW-!SsODuM?q%&ce{i3Vz34=HC_34@^dN6eByR?j8>W{vN|wfM;=9sa7PF^L zJmxL8f_3u7=p#AH`O2VjdU;NNki>%Z@16Y9*VvpD%{|w97U&X<^%2PWhEDBf%q7Xan zySW|XwO^?HFN(jzwBHbg*lFL*_sTk$b5_v)pTyr$NSO9Jq7XanyE&+;gZZ0YJ0^&E z1R^@**C7u>ndbucf1b-J=Hgmj`~QD`jqzOL-p_0N-dxX@cQDVXr_Cjlwf^2%A1gbU z5BBER5R_yYs|W@v`f43IuWb=f5vLs=x<|n2XmnbX*WMt)*IeF?Z%r(T)gbAjpu~V z*dumG5;-Rd3Da^9q7XanJ9)~%tZR^V*Dr$qpH*o$p5q@5=92+wH(nq7!SF1Yr^JkgxKXSp z0trJxksu@x(ILM+-#{k^^VAI5xb~cHha}+xQOMutP?R}b`B^jm`IvZotbT57yx*Hw z7;%@bxHe7==H!I@`}}sY7T-+TIe(w~YUZ9YK>MF!tp9w>>Wn!yop#=THivcW3qF+9 zj(6cYzjm#8=q@0qcJ9BgH81)JF038<_qCp+ckK3aKM;f+6=H`3nVZp*ylVJApHrUy z)%ojx%sUhbLIM#T^6P7v${Y&S(XJK6`4LDM^84dP5hLlUY2%(_ytEyAGCh1|2W@O8 z#5=+KuKz`_jy0-P8jEhBEL7Dw%=QuhWouCq z8fE;fcvZVyoa%KbS|wh#C}*fL_S^=daR_+f8t5v90^KkGmEke>MLhCfibuxxbpV3I zW8scDf!DqT8uS!OfTlnQkjc%UMQP4skkNWeNe?K0_*S+J>c^;KF0daT>EGAPapey#k(168`j01L12ACNzo{c>6{vD{( zI6iCf82DZuslUqO-==ZE;mQNcd1zABi#$@k+@_}TCf4)^;#6D_pny-K)TbT1&6h{q za|2DeIT1MEFy6w-WAT}RG}HnLys-@shXz0n$^muf@%#0_b0_5BJi8cWK5tb^fqu2; z&D+;6L8HMMG}?f{Kw46|0lj2B{aONFsShN*3Q%I;M}+c1`A}cn@ z#x*~5Mu(iU2Rlq+t`}|rBLUL$sSD7ohCp>|0(s*1+)scX907Vb1n7MaU|B%ulGeun zL5fz^&Q?`w0%KqW>nmM`{lK`(W<4(pCUzx$>E&8Y{}#R*7_Be0=ZV2N>zk-*%s zmlO8v4K!gRpIMPEJ7d*_q-Zs(hedg820DXor!+?I=%XNZuFIMtf%2UC3{3C~a2>uk zPS16-K@GuLO97>LfxnGKw;DWQQd?}&2v`U@?OYy+ArRnMNk9s=M5&-@tebgn><8?X z<9)ny7mcZ*WM6VQG4LO@)Bl+>yO+`2fF4E)xT&uz@<8^5*VSPMQo6Z_xg zxJrJ|RdB8&Fo!|FFH*7FC)Sz@bYmpzuVe*s3Y;kUD3CaG+v~7KuMw>_2B6DvQK}R6 zJWDK0t$`k~*{BLY%&T&}y3AkDbNeXu9sAAgf=?iQkm~jcsyOs0w-e*kgvl{#Vgak# z{ShcQI^4bxh-nCZH3c}!NFZ&4(5Dd{5R(%bD+&F4WBiNw?Mc=&fw#*(I2*5;6W5cW zA$fJeqT0O!qGG|9_W*s_3fzV`n8%p&rsG@0f*mlK*^GCs8L^E{ij;(+1mA6c)27-( z_pxk4yqelHR=FPIjp`v5WdOD}3pkA%y1e%iJ>3POa~?=0`Y8?c>J_><0o189vAKUM zu$|37=Q_oxMTybS=ftQDm7-OrmR4oA)S^B^^-=jCHlGT$kQ-34+V~)TQk;D8$1HS< zFLwmi6odbD1ID<%O(Iarld2mKIKL9Wi+fvD=1=J64D&W)?_KDBEqQ7g^bd3J?FqnB z2jCaI@Dp;5A9~u9F$$^?Ab~)D>fW)bfQboeJ+PA&@i9t2m3RjR_6ITFD%GM!<+7;f z*r7^3@&>-XdlM89W5`3q(iY|w{LQ3Z0o@w$-lXaPKhD$7rpjJOP(wS!syCH+>+xA& z@RRXtd?O<|u0x)vjGjMWw?_EGw+_TRaaRbL(-~+TxuhMxmEtY-Q6uA3k0Y_FX zuP*qo<0x|4K;Zj+ym8x$eBcT-6mjQ)PR7(@4M4Qqsu9Cb)|BS0%W#*dX*XijaAIux zA*))j#-avAaBg+{mTRUbA2p7^2j>Ij(gUe(g3ke`n*l_#32#iE@TW;#ED@`mBcj#K zkGz5UIC1F=EyNpO;J}i4a{jWTzm+1@c+cE*tUgiw&}oH^@B};wkBvS=|Tn)Pb1N zq%@KkU{l|MZE6i~v%eY_t9os-stsaM>6Vh;hLI1tk`J(1u|J6Wve3|w^Y#>j_JG(H z?A8zc6(-hh)QVE4cvE-J*$JvA^>R#xSe2AJMmYg{J_}TD7`dY>e)$JE`vSRc-x9NW zHke%4n)Ma?tLAov4x;)rC?SB!e>`J@a*BC*$Eyy|$!yFVtq$h{?)!pRVm{qicQTN; zABjN2(f>jV5NqmU&823gn@W!`lzd?TqORi__}e0MI=uW}a9-O(v&uzYSalhgJdnUn z{O$dM-&Q251HLU`3%CoOVCFk^~;~yULYOt z$=yIa4-n@&$nzoCFo+t8PdNHh3v^McFLhhr4IigIeB=7Vs5e$eD88~n3A7uCF}`+O z0o^CxT_pazJjq*%e1Wa{FwYvy<+c-Vp3lei?6BNCbAinggU*a!jPVyTZiyKjJCW;fZ7uE-$sgy@ zQ7z&;mU`9&sfqo1K-n~9V1kOT6{ns)jZp`tMXQ3qWphMYRCaQC&5Rc1fF3m1b>k4= zitXv?@RJ|UO;Apl)WVJ?HNA^TIRMw|`+rJ0>$s@0H;mgIsJOc7TA0{^EqY$N8>Oei z77KNiHBi9THL=!2MC?{Zhap8wT(DcQb8YnZou7Z4&& z=23*4aLOw!cEvZuYPK_G>v7FdcI8bU7|(S)TtO^rz#wug>mQ^kIzf#rN{z_2sWZri z#5Ay})WJ42-fUB2+9#+Ikaf269Bjg!^cuZgOLTcY|-&sCy4k|5OfCrE<4APx=@!@`f0h=FG@ z(7YER*8oM=>v6p5eI;IX2E$ssw5c13HZ^#qO}QWeQ*)tBeRXi$IEOmfF+r7Uh*a4t z>I`wN@upX71jb^!MT~OpNQ5u~$)Rh+PHAHOBUIWn`kA))J)|0Vj=f)j4PLyqVw9>( zu9P9BKM-5w#42!Vz|mwC`WRfFWJQSJ7{fTDgSp4$z0KChiw-d}3()MEVna zTXq!3CEt8FUiX5;6t@31C{caj812B%32l)^Bi1s>!IkubgI>^Ek<-_S?adF7F1QEn zm3$wKefG@9=3}6anvuoWaZVM^O;>AHA`68C++8TAOJ>_uEV-wh1T_`xJH+)mB@FhK z1aFIRP2}yAyGRL~hvG~BmP5^WPj8ZM`)Sp2a;j>-IY~`Obg1lycC|Gf3i4*C&3|H3 zFvCQSe8+}W7z-+3-#ql5&%k7Gs3`qlH|FP{*BSI48aiVxcIyFF6lX;7y%LAPGd*$D z1j&f1;K;*N^=GSOWioKSiV128@!cSTUaTjyU2L@zEV}$JQU{qF7eCG8_Zl#A?>6SW z5&4ky#NaxpxCfBRq88-vT8~kSYjVmy+~PYe!=cuPLVI6wPBq_>u4YtBQ^|Ld)Pe2} zRcEzb9r_pC+XBvv1Cyx(!<=*dL{9^@m1bP#^ZDl-BOB~mU^AI50l}?C#^0W!QxXN!@tY!_c692qSRsl1T)L44Q^WgAXaOVzKb&6}AP7K#d zLw4jC@;1a=|0wK;e?q~U$Hc{7LBx_jayA#!RAj?6Rc?5S`j9tC*^oY3x67`EKc!AL zWIaGm{D!~Ba=!e`xz=K&AjWY_ZzNJ$<2yI%vkN^%QDiiFr>lI^)6}ZQNz|?cWrQMs z^9QwP6LOj(kh}v63%vwCnOiEO@MYFHiAX6h$6b4|IrB7fjZ?6z2RSl}_c_?BK10Lb zQa1BDUx%92%%QxlCaCr864Y-y!G#jYt5UC8V(Tf(@$Ee5*<9lwS8Ue7rUvYZS9`a_ zt8;79)IR#;5pF4}O_e0|?2SW>-JU@2gGB3a>UJq=&23~K?9lRw{R{MW&xRw5q^SSp zkT^iLsujI=wVyT>+Y1Z>b4mx&2UD*a{UGPa^JmG}$-&y=4ALK`psgRJzH)6#@n6sm zuJ7JC)i&##YFzD{vMffD<`e7J1`efNg7i~1k_IuX&A}5_YV~{OGX!6bDn^bH7uCU& z3Ham91>)F-WDppzhGTCgem*cli47|;R~$bL=X^z-1DhV=ylb#$XY9EcJLVF90~tSw z+clD?UZo|dd8`|<==IZk*wt*-ykn`=e}Q8qzk`RIGXP)xMgLSLom}NQ^IfGEBTu&? zjq>}ZG!;7`RTaxgQa|YP^^tZ}_&)17>brA&@2mw*Ig-VN@c&PI$}yYg64PMXk)qT` zuJH_Y;#^3YIZeHMH;iO+~JE515KZsjgRUI1y7 zZZ$Gg*0po0Urf5%*$HWahl$E(4U%5t?8@;LJhQXUu#B}UF><#n5|Evd-2?0PHXzUF zUkcIB$XogfuzU*FSAkeONPj+MJ~D+N#20?`H2vDYaG?&mP`AQ6(%*nRai96!bM{s6 zRYnjk++C$9ZD8Qbyq zC!D`gA{fhSmxN!kY~6S*&R9~WYdTPUt+yFwKOmCD7TP^xM)+KJy^qi zrM4EM$~}DMdX^1jz0rA+bDybrQW-4Il7gFn;a(YyH)~F2}-ux4xcM+wteBM__5k4Ar|thPrt3 zoI3M7U0n!c?}v5QnT84K2z#(K-cUnrza%-L=g=Q>Y+tY~jb6$QZoAT>Rm0}H@$Un! ze;l@(n?_AV>d9*wYoP~c)nnG;QS3ofua%%~7q=_TXKZzx9AAhOA$^TG_?INeUqN7J zKd!AYax=u57g#X%6*hg!`imOv8H#M*Na|uU@RS^UgUvFh+SJbFr<7Y;aC~;W+Tfn1 zeBY<2*9Xb%83`)&KO}z4$o&w<7l?n)$Kd0A^6Wae2v)g(Uq|p+!*nEcnD-fS@Bpvh z*>BqJou=L(uWChRdDZ>|)%tIwbJ>FlUCbJ0!mqVpAh>mpIld+4EW~~7EA*!v)5QD8 z8^|V+*PRC-vvN9B#UclnucSi_46~~}*I4)8W6$C+^&Pu5nasM992}2*U*Pw#VA|jK zE(bfOg85m*SAkEg+4r*t9?8Dl6k;AfWOXKg`CnJ^yjuZ${fU0-3;9A_C|I0*DE#f* zzlfa(ej<;!B`r}sACsuURy$NR@@LK?yRyHe4v!&jGRfHk;LTF%zlr)Ftm`UMzmQwp zm|;^}k$o%`ou-13x2;k;S!KOXM1DC@DLXR5ogAuvaDqBN%C2l2YaX@@JB9?~1<)8+-aI1e+XmmX+GHjMb@fHVft>#33XgR~7b2EoFP+{If@w&pT=*N*H z&^Lzu0FAxaYv>Q1h=eD3x-Y|3axiOv@dR5-?bfTJ9L4* zT+0loCP(fd!|@5a5V!KjWI^@)iaZL^0H5j@#oh?IoR3koP=#COL1Km5>hnT{Sio)d zeW6x`t~Sb=8$3O<4e}9sXayrp|EJOGO6jCtPrWz_8D!QXD14a)NquY($#0Z4P{Vpa zKRyDrtp`3@pyB*bl}bS+@n+uZ2J*L|P~ZcYx0ze|Cu5V@&|L9Bc6I1{<@M5MkCCUc zL!sygC1NyBv&OI0m+_?5jhsIQ`HTZRvGpWR=}mz?m5qePTb?A&^_?zhmX`h&<_ZlY znAi)2+PVb#1~#l44W)fDH1ng-sG%(ku5J-OXdPqmgB@DRkRYDyZN?waSTgXz5~w3{ zprpLr$5U~kH>_L&#bE>V3eF#N0(t{fo`eS``3}XtYzruy8ncWY#}n?CBfD_aD0QIg z+=dp?8d}F_KVmBo8{jV|#oH+bQ+gFKxC2_yF6bi2nH+?Y;JY4KgPqXC7;*fsVLaE& zdGd0e8F`>Y)ile$z06YKPqSplK-qFYtGR&8#g72lSuIem#Ro~3ojUo*)40Ds!RO3t zRDa|$#voa-$SfE45yQ}p6}fp7+TJr)s8X$=#0<7bBLnnPD>?SSU#|N>t(>8exY>HS z=KW+_pk)x$^GRlDz5J=2*3G@K5vc~UqzaCI2DI?^Jm$3gvD=qI_o z{bh5_K>3!Vk%!@WF++_jQxd8taU4WE^@Fdm>NUy~q=`vrN+G zIuv*xtz5aUl|&>~=0`#kAF7v{Z}p-bVUWR4jcOpdVlKrKZ#x^sGR63R+PJL{v1Z1` z#MkZx&^x*hM5bi0ylmwwanA#giP6a7Ls0a5@F6tZ>ReOJGe{0#)4q3+B6x+p$npIJ zEHVo^&|oNNUx|~sc)D*(t@MU=lA5U#&3tGq{sxKJ z4#jXHQXKb@M}ZP`rxmmwZzK?i?Q6^}W)YOYzoFcl{H0V&=!CicQqBUd{xnD=HtIo6 zzd4FbP6Bap85$41-S7pP5R{sV(EqCudq<&InV~EDf=gxJm}QZRpH#cXlgg2QnX^_e zwV;{qPDe%nnT1AP_|6+?9D`Y0h>e?5&C&^J6gOlKBEav?T)$HW<_CDTy&HIZAwUX` z50DAnf}~`3olL}se?iA@)fnp7RAQ4HJkknEJMo`C0$GJkP^fG?3Hb#v@f-Qql;gAm z7dwIJ;A8M)XkJU9RFjj>p=VWs?ltv}Mf#Kpl(4S>l7X)~%reL;j^Fi`N!GSQUO`9R zhMJ`}^P6zsBCcJiF@2%Z6VF{OezFL9Q*&#e*m+WN+p}63 z_E9IMVFcPN*=kh%fW#E9HS2$D6CP)Nz;Jke15$nXEU2Z{F@E)j4|E7H$w@ZKDjIWt3yjs5#`l zz8`k>0mFxp|I~+V^O5c0Iy>&*I@kHhENHM_w1KiYzgCLokVp9JMpuLMu3!>VC$Llt zO%A`bKW&n!)Bslp{<47=%-I*3m;!?QoB|msVcu}(imoiKF62y5i;+ye> z_o1cD^7hIQ+11WRyzT|a9k9jILH(+1786*o?kEy4-_5eRH?|*vL>t)l8jAiV`j>2Q zApHo^440u8K8ODQ6$u3>rk8V}Y*vB}*MxqgFSs_&B(vs##|xpLljqN)=sU>iBFCu( z*!bHea+&eq8uaal&_eN7tuNprRO1`vk%?%C+>sx0B+JQN=Hx?v<&$idoa4}4Q=zp& zpB{zm!|7R830(|DmpsVzgJL`sC!wZX)fL{HkkyW;| zvC2~@(9Nh-FU}JyocCW(Fa%tTMK)vh9J5Sa_Dc>cJRJN7Ckm6}X7Vm-0FrgS(8r0X z^DmL2`G_P)0ce@b`%?pGetnV13r6-}8nz@}vNrljJ@)`P7!f3$u4!agf1ONv$so6` zOhFzc${;828)O@GbVE&gv?26k#EHL&<4+@QHkjnnZfv<93Ltg=8!@h@21k_z&nj`A zx=54}pYEN_va%cRT?|N986*%1w=?aKsOxH!o#968jI2>>lT;Z`Op&j#>!1T3BW~y` zW)ep)%NyhhziB$hDAVrJKh~p`)4%kmUm3le*R9}oj7dWF(5K+XzWna=B{1QMQTi95 z$Mi(XMNzv4A^k&apCwM`oJHoz0m$Hom zB(QgoEIq7|&(T`xQ(Gtg8=*2z(93*p`r2AXSsM$joSdJ0o8I=aQK}KQ`BR|7cmGB2 zbxIy2G0)z-rgLp4si&r^P(uHupYqkqs|^MjfDNLl>(%h*qDS}?oVFXm7kYsP^rf|Q z7SU1jo@?pNL!ea?M;D2o0<2WBfgEpSZ5_(jpyRG2S6}@Pl3)nE~l(1+$Q* zFk59~nIYn487d}ZxGtU2%Bi~ssSCc1%!Q)df?7rHeC2%2PeVgKfV{^+=);`j4{B7z z2aC8PjW88Dcq1eX(vcP!X%3W9Z?*D!XX^YsVloqoYd-p_W=OMOj|%kj9T>${Lz5;4 z^$GM@;CG=<%nzA^SR^ynaV*CJ?8tDt&v&_&L)gvr8FY94Ka6=VUxv)YCac^U6Ck~i zq;$JsknO(I$Ps4I*Rx1ZaLJn*5t>cSeZsu4#X;6h2RTP|j^T#f$3*hIJ{0y8h8;S; zmGeGiL?OwrivNE@wxa?Rd24UvItFsyz#*bK50kFL0wj)WY@V06yH75hL>BKEa%^s_ zQHX;Yd+_r<)@`v!W9+cVzHJs6%I7_2iI*Ix;kkULpjDP#rl-9E^*ozgxJhqw1Nt-l z-KKqJ8NHXW$1Iy;kyxP4>lPz1vxR=Q<}V4JYZF;JV!tu;Ucr0mH96-3-j`!IC1<{* zB3A$or+?=E$Q6u2p5rm{5hbDX&xOuk5uf=$;m<)9Wjx~pHrd8_h1|(}UT1=%!?4L- zY~g_|W-yM|!4`b(h>hwMM!p8j^x-%M`R;4}o?PE5Sxz~W##UK~ZNqr~l{l@ulUi_! zbuYfS@sl}It9_Aasmbxb^P3jf|F$O*0@!*PW5T*XvDVkf@)|m+wO20}qQNTeFL!qoGmq6)XOAiJv>eu*5{s4bzF*s0eWNM^kuufV~ zH?3uivXy>iF>BzSrCC2Zdlm3575uu+2n8Qz#8R6M;t#N_Em-#aHy;@})n887b@DmL zD1n>6-6dvuLykD9_9Kb4#?+GjSBXEfsJ;u+{ z*a~TsV)(^@UlK!fvSGPS#^2V-LL;um6J&4_AYLIyx zgwf!ejO)xUTxIxaR-BHR}5| z%-S!vF92DzD$#E>U8{D}=0W5Y1w zsV=eTjg22O)~?h^yUGTM2%|rDGs=H6vEfB*v67s7j4aAGdfR;T_<7B;ik`?lmpZ`f z>pW&@!{2NE<0l^<_{j~w05Dx6RX*yaix(0FtXb+(^M+vilQ#MF||qhxE0ay$qB z;u~j8{ET0|{zaXqPdY%&EW-KH;^;>+{3K(tzl`aP49*UX`+sALk*y_wGd=>;SR|oviY_qgA>hUvkO|DJVhi!`~_= zqmWJ7MecqGlmZ?aIfIPhRo1C%+M1+K>T4YR!ZnS}mmir0&%ziW~~~cE=Y9 zJL*m>bvD*aEv4p}X0wI{=kAbS+lj#z)H9#w$kcsA-meJpS&sdp3e@V#$U#*@+O;-4 zU0d*P9Q$Tb$WiV_Uh5<=4GvAPvyVXy3pxi*pGPVsgS=(9Uqrr)+6@)22_->R`zqTlqS|G7@T9!5?0dKu|MdXzTj@L?K$ z%iujD68X`0@%VpYkW3$>m3+f>q9r!lT{Xy;F-CcuV3eWnj7VM4zxgqUfhV(&Ng>Cz z9?mK1BxH} z&cnu;K{BtBPHH0O>O)>mq9>f~Wfl*5pN2i~C4R4Lpq^SSGAkH4HGY>LKh8RY^df#b zaG$-Er^LaE{^E0ZfE@7{#Gc$x8L=Wj&iLpg1#EBHf%X3?v;43==xk*0kFKdAq)_}z7>zeMK^luwT|lGMi_H!Maue~sR@5HSJnUttZfoPIfDHvM`y zF|mMsqGi9Ny*y5^kAfXn6Ei~=`^n@M{^Fk$AXzsx@-9;^Co&8Y7Y8PfCZ7Iet$B!b z73X~fZuv2GJYnyUaf|o8K2R&b#M9v8AINjgtQa82ZfWE$``Zht!BK1J>p9=57tF_n zeYeJD@#_dau$Pj<9?IPVNTfV8OG-g<*OgurJ7o=G&yW~Dxto0iVyQJTGVlTW17N^{ zBCJQ9dpN9>j<9xV=0+a}e!gl(U(CLe%T<3VT_Q+~mo-wSpH_-{=)`&!XvXw7!{DwIXJme?6st3sB!9h|Knb><_S}DkW#{S7V rnO9XWI|~}fQG;mMCm-<>85!&ziqCF7H_Cea*MA_rF*U@r#U%d&3{PIB literal 0 HcmV?d00001 From 63640756a7d74aeffd51801ec8d4c300386f184e Mon Sep 17 00:00:00 2001 From: Lars Jonasson Date: Tue, 3 Mar 2026 16:35:31 +0100 Subject: [PATCH 08/25] example notebook updated with current vertical features --- notebooks/vertical_skill.ipynb | 516 ++++++++++++++++++++++++++++++++- 1 file changed, 515 insertions(+), 1 deletion(-) diff --git a/notebooks/vertical_skill.ipynb b/notebooks/vertical_skill.ipynb index 48da39d78..ddd3f2bd2 100644 --- a/notebooks/vertical_skill.ipynb +++ b/notebooks/vertical_skill.ipynb @@ -1,5 +1,505 @@ { "cells": [ + { + "cell_type": "markdown", + "id": "568821f0", + "metadata": {}, + "source": [ + "### Test implementation" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "4376a422", + "metadata": {}, + "outputs": [], + "source": [ + "import modelskill as ms\n", + "import mikeio\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "\n", + "from pyproj import Transformer\n", + "import numpy as np\n", + "from pathlib import Path" + ] + }, + { + "cell_type": "markdown", + "id": "3695d1d4", + "metadata": {}, + "source": [ + "\n", + "**Read obs from csv**" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "7e1e20ff", + "metadata": {}, + "outputs": [], + "source": [ + "# Load obs from csv\n", + "csv_file = Path(\"../tests/testdata/vertical/VerticalProfile_obs1.csv\")\n", + "metadata = pd.read_csv(csv_file, nrows=2, header=None)\n", + "xpos = float(metadata.values[0, 0].split(\":\")[-1].lstrip())\n", + "ypos = float(metadata.values[1, 0].split(\":\")[-1].lstrip())\n", + "obs_1 = pd.read_csv(csv_file, sep=\",\", comment=\"#\", index_col=0, parse_dates=True)\n", + "\n", + "vo = ms.VerticalObservation(\n", + " obs_1, \n", + " item=\"salt\", \n", + " z_item=\"z\", \n", + " x=xpos, \n", + " y=ypos,\n", + " quantity=ms.Quantity(\"salinity\", \"psu\")\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "84af2662", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "

    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "vo.plot()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "e30b8878", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "vo.sel(z=-4).plot()" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "13623923", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "time", + "rawType": "datetime64[ns]", + "type": "datetime" + }, + { + "name": "z", + "rawType": "int64", + "type": "integer" + }, + { + "name": "salt", + "rawType": "float64", + "type": "float" + } + ], + "ref": "19ea227e-b25b-4517-867c-144ce970e271", + "rows": [ + [ + "2022-06-12 11:43:00", + "-30", + "6.530923333847987" + ], + [ + "2022-06-12 11:43:00", + "-28", + "6.609798287009486" + ], + [ + "2022-06-12 11:43:00", + "-26", + "6.566854180191086" + ], + [ + "2022-06-12 11:43:00", + "-24", + "6.695171944159267" + ], + [ + "2022-06-12 11:43:00", + "-22", + "6.718102975909249" + ], + [ + "2022-06-12 11:43:00", + "-20", + "6.553262971606426" + ], + [ + "2022-06-12 11:43:00", + "-18", + "6.539053962169886" + ], + [ + "2022-06-12 11:43:00", + "-16", + "6.605434841509121" + ], + [ + "2022-06-12 11:43:00", + "-14", + "6.550503673328178" + ], + [ + "2022-06-12 11:43:00", + "-12", + "6.591007544998949" + ], + [ + "2022-06-12 11:43:00", + "-10", + "6.565607878506718" + ], + [ + "2022-06-12 11:43:00", + "-8", + "6.3504992675960255" + ], + [ + "2022-06-12 11:43:00", + "-6", + "6.175613961338043" + ], + [ + "2022-06-12 11:43:00", + "-4", + "6.095457684919699" + ], + [ + "2022-06-12 11:43:00", + "-2", + "6.0555155237354095" + ], + [ + "2022-06-12 11:43:00", + "0", + "6.204021225037544" + ], + [ + "2022-06-13 11:41:00", + "-30", + "6.563640371857646" + ], + [ + "2022-06-13 11:41:00", + "-28", + "6.682900313040625" + ], + [ + "2022-06-13 11:41:00", + "-26", + "6.674305231479064" + ], + [ + "2022-06-13 11:41:00", + "-24", + "6.64781647045105" + ], + [ + "2022-06-13 11:41:00", + "-22", + "6.641568783874796" + ], + [ + "2022-06-13 11:41:00", + "-20", + "6.634721998302609" + ], + [ + "2022-06-13 11:41:00", + "-18", + "6.616192000607939" + ], + [ + "2022-06-13 11:41:00", + "-16", + "6.645039712221544" + ], + [ + "2022-06-13 11:41:00", + "-14", + "6.389158472796397" + ], + [ + "2022-06-13 11:41:00", + "-12", + "6.181468240463286" + ], + [ + "2022-06-13 11:41:00", + "-10", + "6.3146407284064425" + ], + [ + "2022-06-13 11:41:00", + "-8", + "6.261880422130136" + ], + [ + "2022-06-13 11:41:00", + "-6", + "6.155757672866641" + ], + [ + "2022-06-13 11:41:00", + "-4", + "6.230833381067458" + ], + [ + "2022-06-13 11:41:00", + "-2", + "6.248720397605667" + ], + [ + "2022-06-13 11:41:00", + "0", + "6.1462133603404965" + ], + [ + "2022-06-14 12:21:00", + "-30", + "6.614280157183299" + ], + [ + "2022-06-14 12:21:00", + "-28", + "6.53892152605355" + ], + [ + "2022-06-14 12:21:00", + "-26", + "6.669357362698129" + ], + [ + "2022-06-14 12:21:00", + "-24", + "6.683290061617048" + ], + [ + "2022-06-14 12:21:00", + "-22", + "6.6370408279503215" + ], + [ + "2022-06-14 12:21:00", + "-20", + "6.594193297787958" + ], + [ + "2022-06-14 12:21:00", + "-18", + "6.555828645280464" + ], + [ + "2022-06-14 12:21:00", + "-16", + "6.548194762374584" + ], + [ + "2022-06-14 12:21:00", + "-14", + "6.4052352070627006" + ], + [ + "2022-06-14 12:21:00", + "-12", + "6.205054075854417" + ], + [ + "2022-06-14 12:21:00", + "-10", + "6.221582126574461" + ], + [ + "2022-06-14 12:21:00", + "-8", + "6.173364771621326" + ], + [ + "2022-06-14 12:21:00", + "-6", + "6.173007442266893" + ], + [ + "2022-06-14 12:21:00", + "-4", + "6.064030511254615" + ], + [ + "2022-06-14 12:21:00", + "-2", + "6.102461645927502" + ], + [ + "2022-06-14 12:21:00", + "0", + "6.112659560703031" + ], + [ + "2022-06-15 10:57:00", + "-30", + "6.732605809141489" + ], + [ + "2022-06-15 10:57:00", + "-28", + "6.68766879079597" + ] + ], + "shape": { + "columns": 2, + "rows": 144 + } + }, + "text/html": [ + "
    \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
    zsalt
    time
    2022-06-12 11:43:00-306.530923
    2022-06-12 11:43:00-286.609798
    2022-06-12 11:43:00-266.566854
    2022-06-12 11:43:00-246.695172
    2022-06-12 11:43:00-226.718103
    .........
    2022-06-20 11:06:00-86.246086
    2022-06-20 11:06:00-66.168087
    2022-06-20 11:06:00-46.206396
    2022-06-20 11:06:00-26.190989
    2022-06-20 11:06:0006.211846
    \n", + "

    144 rows × 2 columns

    \n", + "
    " + ], + "text/plain": [ + " z salt\n", + "time \n", + "2022-06-12 11:43:00 -30 6.530923\n", + "2022-06-12 11:43:00 -28 6.609798\n", + "2022-06-12 11:43:00 -26 6.566854\n", + "2022-06-12 11:43:00 -24 6.695172\n", + "2022-06-12 11:43:00 -22 6.718103\n", + "... .. ...\n", + "2022-06-20 11:06:00 -8 6.246086\n", + "2022-06-20 11:06:00 -6 6.168087\n", + "2022-06-20 11:06:00 -4 6.206396\n", + "2022-06-20 11:06:00 -2 6.190989\n", + "2022-06-20 11:06:00 0 6.211846\n", + "\n", + "[144 rows x 2 columns]" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "vo.to_dataframe()" + ] + }, { "cell_type": "markdown", "id": "f83c3d95", @@ -302,8 +802,22 @@ } ], "metadata": { + "kernelspec": { + "display_name": "modelskill", + "language": "python", + "name": "python3" + }, "language_info": { - "name": "python" + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.14.0" } }, "nbformat": 4, From 5d79772747cdc03e9307bd0c0a5c0ab5a86eef0e Mon Sep 17 00:00:00 2001 From: Lars Jonasson Date: Thu, 12 Mar 2026 10:17:31 +0100 Subject: [PATCH 09/25] remove unused imports --- notebooks/vertical_skill.ipynb | 34 +++++++++++++++++----------------- 1 file changed, 17 insertions(+), 17 deletions(-) diff --git a/notebooks/vertical_skill.ipynb b/notebooks/vertical_skill.ipynb index ddd3f2bd2..57d5a2334 100644 --- a/notebooks/vertical_skill.ipynb +++ b/notebooks/vertical_skill.ipynb @@ -10,18 +10,13 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "id": "4376a422", "metadata": {}, "outputs": [], "source": [ "import modelskill as ms\n", - "import mikeio\n", "import pandas as pd\n", - "import matplotlib.pyplot as plt\n", - "\n", - "from pyproj import Transformer\n", - "import numpy as np\n", "from pathlib import Path" ] }, @@ -86,14 +81,19 @@ "metadata": {}, "outputs": [ { - "data": { - "image/png": "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", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" + "ename": "KeyError", + "evalue": "\"no index found for coordinate 'z'\"", + "output_type": "error", + "traceback": [ + "\u001b[31m---------------------------------------------------------------------------\u001b[39m", + "\u001b[31mKeyError\u001b[39m Traceback (most recent call last)", + "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[4]\u001b[39m\u001b[32m, line 1\u001b[39m\n\u001b[32m----> \u001b[39m\u001b[32m1\u001b[39m \u001b[43mvo\u001b[49m\u001b[43m.\u001b[49m\u001b[43msel\u001b[49m\u001b[43m(\u001b[49m\u001b[43mz\u001b[49m\u001b[43m=\u001b[49m\u001b[43m-\u001b[49m\u001b[32;43m4\u001b[39;49m\u001b[43m)\u001b[49m.plot()\n", + "\u001b[36mFile \u001b[39m\u001b[32m~\\offlineSpace\\github\\modelskill\\src\\modelskill\\timeseries\\_timeseries.py:319\u001b[39m, in \u001b[36mTimeSeries.sel\u001b[39m\u001b[34m(self, **kwargs)\u001b[39m\n\u001b[32m 317\u001b[39m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34msel\u001b[39m(\u001b[38;5;28mself\u001b[39m: T, **kwargs: Any) -> T:\n\u001b[32m 318\u001b[39m \u001b[38;5;250m \u001b[39m\u001b[33;03m\"\"\"Select data by label\"\"\"\u001b[39;00m\n\u001b[32m--> \u001b[39m\u001b[32m319\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m.\u001b[34m__class__\u001b[39m(\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43mdata\u001b[49m\u001b[43m.\u001b[49m\u001b[43msel\u001b[49m\u001b[43m(\u001b[49m\u001b[43m*\u001b[49m\u001b[43m*\u001b[49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m)\n", + "\u001b[36mFile \u001b[39m\u001b[32mc:\\Users\\lajo\\offlineSpace\\venvs\\mskill\\Lib\\site-packages\\xarray\\core\\dataset.py:2988\u001b[39m, in \u001b[36mDataset.sel\u001b[39m\u001b[34m(self, indexers, method, tolerance, drop, **indexers_kwargs)\u001b[39m\n\u001b[32m 2920\u001b[39m \u001b[38;5;250m\u001b[39m\u001b[33;03m\"\"\"Returns a new dataset with each array indexed by tick labels\u001b[39;00m\n\u001b[32m 2921\u001b[39m \u001b[33;03malong the specified dimension(s).\u001b[39;00m\n\u001b[32m 2922\u001b[39m \n\u001b[32m (...)\u001b[39m\u001b[32m 2985\u001b[39m \n\u001b[32m 2986\u001b[39m \u001b[33;03m\"\"\"\u001b[39;00m\n\u001b[32m 2987\u001b[39m indexers = either_dict_or_kwargs(indexers, indexers_kwargs, \u001b[33m\"\u001b[39m\u001b[33msel\u001b[39m\u001b[33m\"\u001b[39m)\n\u001b[32m-> \u001b[39m\u001b[32m2988\u001b[39m query_results = \u001b[43mmap_index_queries\u001b[49m\u001b[43m(\u001b[49m\n\u001b[32m 2989\u001b[39m \u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mindexers\u001b[49m\u001b[43m=\u001b[49m\u001b[43mindexers\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmethod\u001b[49m\u001b[43m=\u001b[49m\u001b[43mmethod\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtolerance\u001b[49m\u001b[43m=\u001b[49m\u001b[43mtolerance\u001b[49m\n\u001b[32m 2990\u001b[39m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 2992\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m drop:\n\u001b[32m 2993\u001b[39m no_scalar_variables = {}\n", + "\u001b[36mFile \u001b[39m\u001b[32mc:\\Users\\lajo\\offlineSpace\\venvs\\mskill\\Lib\\site-packages\\xarray\\core\\indexing.py:193\u001b[39m, in \u001b[36mmap_index_queries\u001b[39m\u001b[34m(obj, indexers, method, tolerance, **indexers_kwargs)\u001b[39m\n\u001b[32m 190\u001b[39m options = {\u001b[33m\"\u001b[39m\u001b[33mmethod\u001b[39m\u001b[33m\"\u001b[39m: method, \u001b[33m\"\u001b[39m\u001b[33mtolerance\u001b[39m\u001b[33m\"\u001b[39m: tolerance}\n\u001b[32m 192\u001b[39m indexers = either_dict_or_kwargs(indexers, indexers_kwargs, \u001b[33m\"\u001b[39m\u001b[33mmap_index_queries\u001b[39m\u001b[33m\"\u001b[39m)\n\u001b[32m--> \u001b[39m\u001b[32m193\u001b[39m grouped_indexers = \u001b[43mgroup_indexers_by_index\u001b[49m\u001b[43m(\u001b[49m\u001b[43mobj\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mindexers\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43moptions\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 195\u001b[39m results = []\n\u001b[32m 196\u001b[39m \u001b[38;5;28;01mfor\u001b[39;00m index, labels \u001b[38;5;129;01min\u001b[39;00m grouped_indexers:\n", + "\u001b[36mFile \u001b[39m\u001b[32mc:\\Users\\lajo\\offlineSpace\\venvs\\mskill\\Lib\\site-packages\\xarray\\core\\indexing.py:152\u001b[39m, in \u001b[36mgroup_indexers_by_index\u001b[39m\u001b[34m(obj, indexers, options)\u001b[39m\n\u001b[32m 150\u001b[39m grouped_indexers[index_id][key] = label\n\u001b[32m 151\u001b[39m \u001b[38;5;28;01melif\u001b[39;00m key \u001b[38;5;129;01min\u001b[39;00m obj.coords:\n\u001b[32m--> \u001b[39m\u001b[32m152\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mKeyError\u001b[39;00m(\u001b[33mf\u001b[39m\u001b[33m\"\u001b[39m\u001b[33mno index found for coordinate \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mkey\u001b[38;5;132;01m!r}\u001b[39;00m\u001b[33m\"\u001b[39m)\n\u001b[32m 153\u001b[39m \u001b[38;5;28;01melif\u001b[39;00m key \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;129;01min\u001b[39;00m obj.dims:\n\u001b[32m 154\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mKeyError\u001b[39;00m(\n\u001b[32m 155\u001b[39m \u001b[33mf\u001b[39m\u001b[33m\"\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mkey\u001b[38;5;132;01m!r}\u001b[39;00m\u001b[33m is not a valid dimension or coordinate for \u001b[39m\u001b[33m\"\u001b[39m\n\u001b[32m 156\u001b[39m \u001b[33mf\u001b[39m\u001b[33m\"\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mobj.\u001b[34m__class__\u001b[39m.\u001b[34m__name__\u001b[39m\u001b[38;5;132;01m}\u001b[39;00m\u001b[33m with dimensions \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mobj.dims\u001b[38;5;132;01m!r}\u001b[39;00m\u001b[33m\"\u001b[39m\n\u001b[32m 157\u001b[39m )\n", + "\u001b[31mKeyError\u001b[39m: \"no index found for coordinate 'z'\"" + ] } ], "source": [ @@ -102,7 +102,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 5, "id": "13623923", "metadata": {}, "outputs": [ @@ -126,7 +126,7 @@ "type": "float" } ], - "ref": "19ea227e-b25b-4517-867c-144ce970e271", + "ref": "6e37916b-0b5f-4365-b60e-b27a193f01a5", "rows": [ [ "2022-06-12 11:43:00", @@ -491,7 +491,7 @@ "[144 rows x 2 columns]" ] }, - "execution_count": 11, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } From 0e6928c2798a688cf4686a10195d5004cbd5f47a Mon Sep 17 00:00:00 2001 From: Lars Jonasson Date: Thu, 12 Mar 2026 10:30:05 +0100 Subject: [PATCH 10/25] notes on xarray version and slice on z --- notebooks/vertical_skill.ipynb | 49 +++++++++++++++++++--------------- 1 file changed, 28 insertions(+), 21 deletions(-) diff --git a/notebooks/vertical_skill.ipynb b/notebooks/vertical_skill.ipynb index 57d5a2334..28b144414 100644 --- a/notebooks/vertical_skill.ipynb +++ b/notebooks/vertical_skill.ipynb @@ -10,7 +10,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "id": "4376a422", "metadata": {}, "outputs": [], @@ -31,7 +31,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 6, "id": "7e1e20ff", "metadata": {}, "outputs": [], @@ -55,7 +55,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 7, "id": "84af2662", "metadata": {}, "outputs": [ @@ -74,35 +74,42 @@ "vo.plot()" ] }, + { + "cell_type": "markdown", + "id": "7b261605", + "metadata": {}, + "source": [ + "from https://docs.xarray.dev/en/stable/whats-new.html:\n", + "\n", + "\"Calling Dataset.sel() or DataArray.sel() on a 1-dimensional coordinate without an index will \n", + "now automatically create a temporary PandasIndex to perform the selection (GH9703, PR11029).\" " + ] + }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "id": "e30b8878", "metadata": {}, "outputs": [ { - "ename": "KeyError", - "evalue": "\"no index found for coordinate 'z'\"", - "output_type": "error", - "traceback": [ - "\u001b[31m---------------------------------------------------------------------------\u001b[39m", - "\u001b[31mKeyError\u001b[39m Traceback (most recent call last)", - "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[4]\u001b[39m\u001b[32m, line 1\u001b[39m\n\u001b[32m----> \u001b[39m\u001b[32m1\u001b[39m \u001b[43mvo\u001b[49m\u001b[43m.\u001b[49m\u001b[43msel\u001b[49m\u001b[43m(\u001b[49m\u001b[43mz\u001b[49m\u001b[43m=\u001b[49m\u001b[43m-\u001b[49m\u001b[32;43m4\u001b[39;49m\u001b[43m)\u001b[49m.plot()\n", - "\u001b[36mFile \u001b[39m\u001b[32m~\\offlineSpace\\github\\modelskill\\src\\modelskill\\timeseries\\_timeseries.py:319\u001b[39m, in \u001b[36mTimeSeries.sel\u001b[39m\u001b[34m(self, **kwargs)\u001b[39m\n\u001b[32m 317\u001b[39m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34msel\u001b[39m(\u001b[38;5;28mself\u001b[39m: T, **kwargs: Any) -> T:\n\u001b[32m 318\u001b[39m \u001b[38;5;250m \u001b[39m\u001b[33;03m\"\"\"Select data by label\"\"\"\u001b[39;00m\n\u001b[32m--> \u001b[39m\u001b[32m319\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m.\u001b[34m__class__\u001b[39m(\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43mdata\u001b[49m\u001b[43m.\u001b[49m\u001b[43msel\u001b[49m\u001b[43m(\u001b[49m\u001b[43m*\u001b[49m\u001b[43m*\u001b[49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m)\n", - "\u001b[36mFile \u001b[39m\u001b[32mc:\\Users\\lajo\\offlineSpace\\venvs\\mskill\\Lib\\site-packages\\xarray\\core\\dataset.py:2988\u001b[39m, in \u001b[36mDataset.sel\u001b[39m\u001b[34m(self, indexers, method, tolerance, drop, **indexers_kwargs)\u001b[39m\n\u001b[32m 2920\u001b[39m \u001b[38;5;250m\u001b[39m\u001b[33;03m\"\"\"Returns a new dataset with each array indexed by tick labels\u001b[39;00m\n\u001b[32m 2921\u001b[39m \u001b[33;03malong the specified dimension(s).\u001b[39;00m\n\u001b[32m 2922\u001b[39m \n\u001b[32m (...)\u001b[39m\u001b[32m 2985\u001b[39m \n\u001b[32m 2986\u001b[39m \u001b[33;03m\"\"\"\u001b[39;00m\n\u001b[32m 2987\u001b[39m indexers = either_dict_or_kwargs(indexers, indexers_kwargs, \u001b[33m\"\u001b[39m\u001b[33msel\u001b[39m\u001b[33m\"\u001b[39m)\n\u001b[32m-> \u001b[39m\u001b[32m2988\u001b[39m query_results = \u001b[43mmap_index_queries\u001b[49m\u001b[43m(\u001b[49m\n\u001b[32m 2989\u001b[39m \u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mindexers\u001b[49m\u001b[43m=\u001b[49m\u001b[43mindexers\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmethod\u001b[49m\u001b[43m=\u001b[49m\u001b[43mmethod\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtolerance\u001b[49m\u001b[43m=\u001b[49m\u001b[43mtolerance\u001b[49m\n\u001b[32m 2990\u001b[39m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 2992\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m drop:\n\u001b[32m 2993\u001b[39m no_scalar_variables = {}\n", - "\u001b[36mFile \u001b[39m\u001b[32mc:\\Users\\lajo\\offlineSpace\\venvs\\mskill\\Lib\\site-packages\\xarray\\core\\indexing.py:193\u001b[39m, in \u001b[36mmap_index_queries\u001b[39m\u001b[34m(obj, indexers, method, tolerance, **indexers_kwargs)\u001b[39m\n\u001b[32m 190\u001b[39m options = {\u001b[33m\"\u001b[39m\u001b[33mmethod\u001b[39m\u001b[33m\"\u001b[39m: method, \u001b[33m\"\u001b[39m\u001b[33mtolerance\u001b[39m\u001b[33m\"\u001b[39m: tolerance}\n\u001b[32m 192\u001b[39m indexers = either_dict_or_kwargs(indexers, indexers_kwargs, \u001b[33m\"\u001b[39m\u001b[33mmap_index_queries\u001b[39m\u001b[33m\"\u001b[39m)\n\u001b[32m--> \u001b[39m\u001b[32m193\u001b[39m grouped_indexers = \u001b[43mgroup_indexers_by_index\u001b[49m\u001b[43m(\u001b[49m\u001b[43mobj\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mindexers\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43moptions\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 195\u001b[39m results = []\n\u001b[32m 196\u001b[39m \u001b[38;5;28;01mfor\u001b[39;00m index, labels \u001b[38;5;129;01min\u001b[39;00m grouped_indexers:\n", - "\u001b[36mFile \u001b[39m\u001b[32mc:\\Users\\lajo\\offlineSpace\\venvs\\mskill\\Lib\\site-packages\\xarray\\core\\indexing.py:152\u001b[39m, in \u001b[36mgroup_indexers_by_index\u001b[39m\u001b[34m(obj, indexers, options)\u001b[39m\n\u001b[32m 150\u001b[39m grouped_indexers[index_id][key] = label\n\u001b[32m 151\u001b[39m \u001b[38;5;28;01melif\u001b[39;00m key \u001b[38;5;129;01min\u001b[39;00m obj.coords:\n\u001b[32m--> \u001b[39m\u001b[32m152\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mKeyError\u001b[39;00m(\u001b[33mf\u001b[39m\u001b[33m\"\u001b[39m\u001b[33mno index found for coordinate \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mkey\u001b[38;5;132;01m!r}\u001b[39;00m\u001b[33m\"\u001b[39m)\n\u001b[32m 153\u001b[39m \u001b[38;5;28;01melif\u001b[39;00m key \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;129;01min\u001b[39;00m obj.dims:\n\u001b[32m 154\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mKeyError\u001b[39;00m(\n\u001b[32m 155\u001b[39m \u001b[33mf\u001b[39m\u001b[33m\"\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mkey\u001b[38;5;132;01m!r}\u001b[39;00m\u001b[33m is not a valid dimension or coordinate for \u001b[39m\u001b[33m\"\u001b[39m\n\u001b[32m 156\u001b[39m \u001b[33mf\u001b[39m\u001b[33m\"\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mobj.\u001b[34m__class__\u001b[39m.\u001b[34m__name__\u001b[39m\u001b[38;5;132;01m}\u001b[39;00m\u001b[33m with dimensions \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mobj.dims\u001b[38;5;132;01m!r}\u001b[39;00m\u001b[33m\"\u001b[39m\n\u001b[32m 157\u001b[39m )\n", - "\u001b[31mKeyError\u001b[39m: \"no index found for coordinate 'z'\"" - ] + "data": { + "image/png": "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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ - "vo.sel(z=-4).plot()" + "#vo.sel(z=-4).plot() # only works with xarray >= 2026.01.0\n", + "ms.VerticalObservation(vo.data.where(vo.data[\"z\"] == -4.0, drop=True)).plot() # xarray < 2026.01.0" ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 10, "id": "13623923", "metadata": {}, "outputs": [ @@ -126,7 +133,7 @@ "type": "float" } ], - "ref": "6e37916b-0b5f-4365-b60e-b27a193f01a5", + "ref": "0fe4926c-0fe6-4bba-8db6-76ff60bdd383", "rows": [ [ "2022-06-12 11:43:00", @@ -491,7 +498,7 @@ "[144 rows x 2 columns]" ] }, - "execution_count": 5, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } From 05611e3ec48e46875cd7acc0de19d3240d18445f Mon Sep 17 00:00:00 2001 From: Lars Jonasson Date: Thu, 12 Mar 2026 10:34:34 +0100 Subject: [PATCH 11/25] fix failed test with xarray <2026 --- tests/observation/test_vertical_obs.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/tests/observation/test_vertical_obs.py b/tests/observation/test_vertical_obs.py index dbb669383..9ccf9acf2 100644 --- a/tests/observation/test_vertical_obs.py +++ b/tests/observation/test_vertical_obs.py @@ -59,7 +59,8 @@ def test_sel_by_z_scalar(self, _vertical_df): y=55.0, ) - out = obs.sel(z=-4.0) + # out = obs.sel(z=-4.0) # only works with xarray >= 2026.01.0 + out = ms.VerticalObservation(obs.data.where(obs.data["z"] == -4.0, drop=True)) assert isinstance(out, ms.VerticalObservation) assert len(out.data) == 1 From 8a2d924f7b1628c228783e6f637a92ec3a9a4a68 Mon Sep 17 00:00:00 2001 From: Lars Jonasson Date: Thu, 12 Mar 2026 13:51:18 +0100 Subject: [PATCH 12/25] missing arg --- src/modelskill/obs.py | 1 + 1 file changed, 1 insertion(+) diff --git a/src/modelskill/obs.py b/src/modelskill/obs.py index cffeb79fa..119c5aa38 100644 --- a/src/modelskill/obs.py +++ b/src/modelskill/obs.py @@ -441,6 +441,7 @@ def __init__( z_item=z_item, x=x, y=y, + keep_duplicates=keep_duplicates, ) assert isinstance(data, xr.Dataset) super().__init__(data=data, weight=weight, attrs=attrs) From c3c3e4b6ee9a3e15660470cda98729e235924032 Mon Sep 17 00:00:00 2001 From: Lars Jonasson Date: Thu, 12 Mar 2026 13:51:28 +0100 Subject: [PATCH 13/25] additional comment --- src/modelskill/timeseries/_timeseries.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/src/modelskill/timeseries/_timeseries.py b/src/modelskill/timeseries/_timeseries.py index 5a78203b6..2150c3ca2 100644 --- a/src/modelskill/timeseries/_timeseries.py +++ b/src/modelskill/timeseries/_timeseries.py @@ -64,6 +64,8 @@ def _validate_dataset(ds: xr.Dataset) -> xr.Dataset: if "gtype" not in ds.attrs: raise ValueError("data must have a gtype attribute") + + # Validate gtype gtype = ds.attrs["gtype"] valid_gtypes = { str(GeometryType.POINT), From 869c9fe700abf64909f915e8c7d900f7d9f8a8d3 Mon Sep 17 00:00:00 2001 From: Lars Jonasson Date: Thu, 12 Mar 2026 13:51:44 +0100 Subject: [PATCH 14/25] additional verticalobservation tests --- tests/observation/test_vertical_obs.py | 151 +++++++++++++++++++++++++ 1 file changed, 151 insertions(+) diff --git a/tests/observation/test_vertical_obs.py b/tests/observation/test_vertical_obs.py index 9ccf9acf2..45e24c3b6 100644 --- a/tests/observation/test_vertical_obs.py +++ b/tests/observation/test_vertical_obs.py @@ -15,6 +15,38 @@ def _vertical_df() -> pd.DataFrame: ) +@pytest.fixture +def _vertical_df_duplicates() -> pd.DataFrame: + return pd.DataFrame( + { + "z": [-5.0, -5.0, -4.0, -4.0, -3.0], + "value": [1.0, 10.0, 2.0, 20.0, 7.0], + }, + index=pd.to_datetime( + [ + "2019-01-01 00:00:00", + "2019-01-01 00:00:00", + "2019-01-01 00:00:00", + "2019-01-01 00:00:00", + "2019-01-01 01:00:00", + ] + ), + ) + + +@pytest.fixture +def _vertical_df_aux() -> pd.DataFrame: + return pd.DataFrame( + { + "z": [-5.0, -4.0, -3.0], + "value": [1.0, 1.1, 1.2], + "aux1": [10.0, 11.0, 12.0], + "aux2": [20.0, 21.0, 22.0], + }, + index=[pd.Timestamp("2019-01-01")] * 3, + ) + + class TestVerticalObservation: def test_vertical_observation_factory_from_kwargs(self, _vertical_df): obs = ms.observation( @@ -99,6 +131,125 @@ def test_duplicated_time_z_pairs(self): y=55.0, ) + def test_keep_duplicates_last_is_applied(self, _vertical_df_duplicates): + with pytest.warns(UserWarning, match="Removed 2 duplicate"): + obs = ms.VerticalObservation( + _vertical_df_duplicates, + item="value", + z_item="z", + x=12.0, + y=55.0, + keep_duplicates="last", + ) + + assert list(obs.data["z"].values) == [-5.0, -4.0, -3.0] + assert list(obs.data["value"].values) == [10.0, 20.0, 7.0] + + @pytest.mark.parametrize( + "keep_duplicates,expected_removed,expected_z,expected_values", + [ + ("first", 2, [-5.0, -4.0, -3.0], [1.0, 2.0, 7.0]), + ("last", 2, [-5.0, -4.0, -3.0], [10.0, 20.0, 7.0]), + (False, 4, [-3.0], [7.0]), + ], + ) + def test_keep_duplicates_modes( + self, + _vertical_df_duplicates, + keep_duplicates, + expected_removed, + expected_z, + expected_values, + ): + with pytest.warns(UserWarning, match=f"Removed {expected_removed} duplicate"): + obs = ms.VerticalObservation( + _vertical_df_duplicates, + item="value", + z_item="z", + x=12.0, + y=55.0, + keep_duplicates=keep_duplicates, + ) + + assert list(obs.data["z"].values) == expected_z + assert list(obs.data["value"].values) == expected_values + + def test_single_item_input_raises(self): + df = pd.DataFrame( + {"value": [1.0, 1.1, 1.2]}, + index=[pd.Timestamp("2019-01-01")] * 3, + ) + + with pytest.raises(ValueError, match="at least 2"): + ms.VerticalObservation(df, item="value", z_item="z", x=12.0, y=55.0) + + def test_more_than_two_items_without_item_raises(self): + df = pd.DataFrame( + { + "z": [-5.0, -4.0, -3.0], + "value1": [1.0, 1.1, 1.2], + "value2": [2.0, 2.1, 2.2], + }, + index=[pd.Timestamp("2019-01-01")] * 3, + ) + + with pytest.raises(ValueError, match="item was not given"): + ms.VerticalObservation(df, z_item="z", x=12.0, y=55.0) + + def test_duplicate_item_specification_raises(self, _vertical_df_aux): + with pytest.raises(ValueError, match="Duplicate items"): + ms.VerticalObservation( + _vertical_df_aux, + item="value", + z_item="z", + x=12.0, + y=55.0, + aux_items=["value"], + ) + + @pytest.mark.parametrize( + "aux_items,expected_aux", + [ + ("aux1", ["aux1"]), + (["aux1", "aux2"], ["aux1", "aux2"]), + ], + ) + def test_aux_items_preserved_and_tagged( + self, _vertical_df_aux, aux_items, expected_aux + ): + obs = ms.VerticalObservation( + _vertical_df_aux, + item="value", + z_item="z", + x=12.0, + y=55.0, + aux_items=aux_items, + ) + + for aux_name in expected_aux: + assert aux_name in obs.data.data_vars + assert obs.data[aux_name].attrs["kind"] == "aux" + + df = obs.to_dataframe() + for aux_name in expected_aux: + assert aux_name in df.columns + + def test_roundtrip_from_dataset_preserves_vertical_observation(self, _vertical_df): + obs = ms.VerticalObservation( + _vertical_df, + item="value", + z_item="z", + x=12.0, + y=55.0, + attrs={"station": "A"}, + ) + obs2 = ms.VerticalObservation(obs.data) + + assert obs.equals(obs2) + assert obs2.attrs["gtype"] == obs.attrs["gtype"] + assert obs2.attrs["station"] == "A" + assert obs2.name == obs.name + def test_to_dataframe(self, _vertical_df): obs = ms.VerticalObservation( _vertical_df, From 978ba276b0bf1ad54586e6bc47adbd8768a9f347 Mon Sep 17 00:00:00 2001 From: Lars Jonasson Date: Thu, 12 Mar 2026 14:55:17 +0100 Subject: [PATCH 15/25] explicit types in docstring --- src/modelskill/obs.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/modelskill/obs.py b/src/modelskill/obs.py index 119c5aa38..e76562b54 100644 --- a/src/modelskill/obs.py +++ b/src/modelskill/obs.py @@ -355,7 +355,7 @@ class VerticalObservation(Observation): Parameters ---------- - data : VerticalType + data : (str, Path, pd.DataFrame, mikeio.Dfs0, mikeio.Dataset, xr.Dataset) Input data with vertical profile observations. item : int or str, optional Index or name of the primary observation item. From 73a354ab86cbba16a082d2c2ba11379591042a6c Mon Sep 17 00:00:00 2001 From: Lars Jonasson Date: Mon, 16 Mar 2026 09:29:58 +0100 Subject: [PATCH 16/25] formatting Not sure why ruff want to change this line all of the sudden. To keep Ruff from complaining i will commit it. --- src/modelskill/comparison/_comparer_plotter.py | 9 ++++++++- 1 file changed, 8 insertions(+), 1 deletion(-) diff --git a/src/modelskill/comparison/_comparer_plotter.py b/src/modelskill/comparison/_comparer_plotter.py index 5467eafc2..0f548dfc8 100644 --- a/src/modelskill/comparison/_comparer_plotter.py +++ b/src/modelskill/comparison/_comparer_plotter.py @@ -746,7 +746,14 @@ def taylor( df = df.rename(columns={"_std_obs": "obs_std", "_std_mod": "std"}) pts = [ - TaylorPoint(name=r.model, obs_std=r.obs_std, std=r.std, cc=r.cc, marker=marker, marker_size=marker_size) + TaylorPoint( + name=r.model, + obs_std=r.obs_std, + std=r.std, + cc=r.cc, + marker=marker, + marker_size=marker_size, + ) for r in df.itertuples() ] From 5437d3deba0ddd5913f79f8577a244548e49464b Mon Sep 17 00:00:00 2001 From: Lars Jonasson Date: Mon, 16 Mar 2026 10:12:28 +0100 Subject: [PATCH 17/25] remove unused code & correct comment --- src/modelskill/timeseries/_vertical.py | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/src/modelskill/timeseries/_vertical.py b/src/modelskill/timeseries/_vertical.py index 8f808e7a1..57226ad58 100644 --- a/src/modelskill/timeseries/_vertical.py +++ b/src/modelskill/timeseries/_vertical.py @@ -163,9 +163,7 @@ def _parse_vertical_input( # Fixed x,y location coords = XYZCoords(x=x, y=y, z=None) - ds = _include_location(ds, coords=coords) # FIXME: Is this needed! - # ds.coords["x"] = float(2) - # ds.coords["y"] = float(2) + ds = _include_location(ds, coords=coords) # Add x,y to coords assert len(ds.data_vars) == 1 + len(sel_items.aux) data_var = str(list(ds.data_vars)[0]) From 0e4ef27d44ac96ce7ad4f0e7902daf9507f882d5 Mon Sep 17 00:00:00 2001 From: Lars Jonasson Date: Mon, 16 Mar 2026 10:51:17 +0100 Subject: [PATCH 18/25] Add VerticalModelResult class, imports and tests --- src/modelskill/__init__.py | 2 + src/modelskill/model/__init__.py | 2 + src/modelskill/model/vertical.py | 77 ++++++ tests/model/test_vertical.py | 228 ++++++++++++++++++ .../vertical/VerticalModel_at_obs.dfs0 | Bin 0 -> 105576 bytes 5 files changed, 309 insertions(+) create mode 100644 src/modelskill/model/vertical.py create mode 100644 tests/model/test_vertical.py create mode 100644 tests/testdata/vertical/VerticalModel_at_obs.dfs0 diff --git a/src/modelskill/__init__.py b/src/modelskill/__init__.py index 411b3ac60..2e70004de 100644 --- a/src/modelskill/__init__.py +++ b/src/modelskill/__init__.py @@ -36,6 +36,7 @@ from .model import ( PointModelResult, TrackModelResult, + VerticalModelResult, GridModelResult, DfsuModelResult, DummyModelResult, @@ -92,6 +93,7 @@ def load(filename: Union[str, Path]) -> Comparer | ComparerCollection: "model_result", "PointModelResult", "TrackModelResult", + "VerticalModelResult", "GridModelResult", "DfsuModelResult", "DummyModelResult", diff --git a/src/modelskill/model/__init__.py b/src/modelskill/model/__init__.py index b0ba468ae..64c9ab171 100644 --- a/src/modelskill/model/__init__.py +++ b/src/modelskill/model/__init__.py @@ -18,6 +18,7 @@ from .factory import model_result from .point import PointModelResult from .track import TrackModelResult +from .vertical import VerticalModelResult from .dfsu import DfsuModelResult from .grid import GridModelResult from .dummy import DummyModelResult @@ -25,6 +26,7 @@ __all__ = [ "PointModelResult", "TrackModelResult", + "VerticalModelResult", "DfsuModelResult", "GridModelResult", "model_result", diff --git a/src/modelskill/model/vertical.py b/src/modelskill/model/vertical.py new file mode 100644 index 000000000..35dd76250 --- /dev/null +++ b/src/modelskill/model/vertical.py @@ -0,0 +1,77 @@ +from __future__ import annotations +from typing import Any, Literal, Optional, Sequence + +import xarray as xr + +from ..types import VerticalType +from ..quantity import Quantity +from ..timeseries import TimeSeries, _parse_vertical_input + + +class VerticalModelResult(TimeSeries): + """Model result for a vertical column. + + Construct a VerticalColumnModelResult from a dfs0 file, + mikeio.Dataset, pandas.DataFrame or a xarray.Datasets + + Parameters + ---------- + data : str, Path, pd.DataFrame, mikeio.Dfs0, mikeio.Dfs0, xr.Dataset + The input data or file path + name : Optional[str], optional + The name of the model result, + by default None (will be set to file name or item name) + item : str | int | None, optional + If multiple items/arrays are present in the input an item + must be given (as either an index or a string), by default None + z_item : str | int | None, optional + Item of the first coordinate of positions, by default None + x : float, optional + lateral coordinate of point position, inferred from data if not given, else None + y : float, optional + zonal coordinate of point position, inferred from data if not given, else None + quantity : Quantity, optional + Model quantity, for MIKE files this is inferred from the EUM information + keep_duplicates : (str, bool), optional + Strategy for handling duplicate timestamps (wraps xarray.Dataset.drop_duplicates) + "first" to keep first occurrence, "last" to keep last occurrence, + False to drop all duplicates, "offset" to add milliseconds to + consecutive duplicates, by default "first" + aux_items : Optional[list[int | str]], optional + Auxiliary items, by default None + """ + + def __init__( + self, + data: VerticalType, + *, + name: Optional[str] = None, + item: str | int | None = None, + quantity: Optional[Quantity] = None, + z_item: str | int = 0, + x: Optional[float] = None, + y: Optional[float] = None, + keep_duplicates: Literal["first", "last", False] = "first", + aux_items: Optional[Sequence[int | str]] = None, + ) -> None: + if not self._is_input_validated(data): + data = _parse_vertical_input( + data=data, + name=name, + item=item, + quantity=quantity, + z_item=z_item, + x=x, + y=y, + keep_duplicates=keep_duplicates, + aux_items=aux_items, + ) + assert isinstance(data, xr.Dataset) + data_var = str(list(data.data_vars)[0]) + data[data_var].attrs["kind"] = "model" + super().__init__(data=data) + + @property + def z(self) -> Any: + """z-coordinate""" + return self._coordinate_values("z") diff --git a/tests/model/test_vertical.py b/tests/model/test_vertical.py new file mode 100644 index 000000000..f74635fad --- /dev/null +++ b/tests/model/test_vertical.py @@ -0,0 +1,228 @@ +import numpy as np +import pandas as pd +import pytest +import modelskill as ms +import mikeio + + +# ================ +# Data fixtures +# ================ +@pytest.fixture +def vertical_model_df() -> pd.DataFrame: + return pd.DataFrame( + { + "z": [-5.0, -4.0, -3.0, -5.0, -4.0, -3.0], + "Salinity": [30.0, 31.0, 32.0, 30.5, 31.5, 32.5], + }, + index=pd.to_datetime( + [ + "2019-01-01 00:00:00", + "2019-01-01 00:00:00", + "2019-01-01 00:00:00", + "2019-01-01 01:00:00", + "2019-01-01 01:00:00", + "2019-01-01 01:00:00", + ] + ), + ) + + +@pytest.fixture +def vertical_model_df_duplicates() -> pd.DataFrame: + return pd.DataFrame( + { + "z": [-5.0, -5.0, -4.0, -4.0, -3.0], + "Salinity": [30.0, 300.0, 31.0, 310.0, 32.0], + }, + index=pd.to_datetime( + [ + "2019-01-01 00:00:00", + "2019-01-01 00:00:00", + "2019-01-01 00:00:00", + "2019-01-01 00:00:00", + "2019-01-01 01:00:00", + ] + ), + ) + + +@pytest.fixture +def vertical_model_df_aux() -> pd.DataFrame: + return pd.DataFrame( + { + "z": [-5.0, -4.0, -3.0], + "Salinity": [30.0, 31.0, 32.0], + "Temperature": [8.0, 8.2, 8.4], + "Density": [1025.0, 1025.1, 1025.2], + }, + index=[pd.Timestamp("2019-01-01")] * 3, + ) + + +@pytest.fixture +def dfs0_fpath() -> str: + return "tests/testdata/vertical/VerticalProfile_obs1.dfs0" + + +@pytest.fixture +def dfs0_ds(dfs0_fpath) -> mikeio.Dataset: + return mikeio.read(dfs0_fpath) + + +class TestVerticalModelResult: + # ================ + # Test basic open for different formats + # ================ + # dataframe input + def test_vertical_model_result_from_dataframe(self, vertical_model_df): + mr = ms.VerticalModelResult( + vertical_model_df, + item="Salinity", + z_item="z", + x=12.0, + y=55.0, + name="test", + ) + + assert isinstance(mr, ms.VerticalModelResult) + assert mr.gtype == "vertical" + assert mr.name == "test" + assert mr.x == pytest.approx(12.0) + assert mr.y == pytest.approx(55.0) + assert mr.n_points == len(vertical_model_df) + assert mr.data[mr.name].attrs["kind"] == "model" + + # dfs0 dataset path input + def test_vertical_model_result_from_dfs0_path(self, dfs0_fpath): + mr = ms.VerticalModelResult( + dfs0_fpath, z_item="z", item="Salinity", name="test" + ) + + assert isinstance(mr, ms.VerticalModelResult) + assert mr.gtype == "vertical" + assert mr.name == "test" + assert mr.n_points > 0 + assert not np.isnan(mr.z).any() + assert np.isnan(mr.x) + assert np.isnan(mr.y) + + # with x, y + mr = ms.VerticalModelResult( + dfs0_fpath, z_item="z", item="Salinity", name="test", x=12.0, y=55.0 + ) + assert isinstance(mr, ms.VerticalModelResult) + assert mr.gtype == "vertical" + assert mr.name == "test" + assert mr.n_points > 0 + assert mr.x == pytest.approx(12.0) + assert mr.y == pytest.approx(55.0) + + # dfs0 dataset path input + def test_vertical_model_result_from_dfs0_dataset(self, dfs0_ds): + mr = ms.VerticalModelResult(dfs0_ds, name="test") + + assert isinstance(mr, ms.VerticalModelResult) + assert mr.gtype == "vertical" + assert mr.name == "test" + assert mr.n_points > 0 + assert not np.isnan(mr.z).any() + assert np.isnan(mr.x) + assert np.isnan(mr.y) + # with x, y + mr = ms.VerticalModelResult(dfs0_ds, name="test", x=12.0, y=55.0) + assert isinstance(mr, ms.VerticalModelResult) + assert mr.gtype == "vertical" + assert mr.name == "test" + assert mr.n_points > 0 + assert mr.x == pytest.approx(12.0) + assert mr.y == pytest.approx(55.0) + + # ================ + # Test failing and optional args + # ================ + # failing without z_item + def test_fail_with_3_items_no_item_arg(self, dfs0_ds): + ds_test = dfs0_ds.copy() + ds_test["extra_item"] = ds_test[1].copy() + with pytest.raises(ValueError, match="Input has more than 2 items, but"): + _ = ms.VerticalModelResult(ds_test) + + # failing z wronge location + def test_item_named_z(self, dfs0_ds): + ds_test = mikeio.Dataset( + [dfs0_ds[1], dfs0_ds[0]], + ) + with pytest.raises(ValueError, match="name 'z' is reserved "): + _ = ms.VerticalModelResult(ds_test) + + # =============== + # test arguments options for handling duplicates + # =============== + @pytest.mark.parametrize( + "keep_duplicates,expected_removed,expected_z,expected_values", + [ + ("first", 2, [-5.0, -4.0, -3.0], [30.0, 31.0, 32.0]), + ("last", 2, [-5.0, -4.0, -3.0], [300.0, 310.0, 32.0]), + (False, 4, [-3.0], [32.0]), + ], + ) + def test_vertical_model_keep_duplicates_modes( + self, + vertical_model_df_duplicates, + keep_duplicates, + expected_removed, + expected_z, + expected_values, + ): + with pytest.warns(UserWarning, match=f"Removed {expected_removed} duplicate"): + mr = ms.VerticalModelResult( + vertical_model_df_duplicates, + item="Salinity", + z_item="z", + x=12.0, + y=55.0, + keep_duplicates=keep_duplicates, + ) + + assert list(mr.data["z"].values) == expected_z + assert list(mr.data[mr.name].values) == expected_values + + # aux items + def test_vertical_model_aux_items_preserved_and_tagged(self, vertical_model_df_aux): + mr = ms.VerticalModelResult( + vertical_model_df_aux, + item="Salinity", + z_item="z", + x=12.0, + y=55.0, + aux_items=["Temperature", "Density"], + ) + + for aux_name in ["Temperature", "Density"]: + assert aux_name in mr.data.data_vars + assert mr.data[aux_name].attrs["kind"] == "aux" + + df = mr.to_dataframe() + assert "z" in df.columns + assert "Salinity" in df.columns + assert "Temperature" in df.columns + assert "Density" in df.columns + + # ================ + # Test roundtrips and identical parsing + # ================ + def test_vertical_model_roundtrip_from_dataset(self, vertical_model_df): + mr = ms.VerticalModelResult( + vertical_model_df, + item="Salinity", + z_item="z", + x=12.0, + y=55.0, + name="salt_model", + ) + mr2 = ms.VerticalModelResult(mr.data) + + assert mr.equals(mr2) + assert mr2.gtype == mr.gtype + assert mr2.name == mr.name diff --git a/tests/testdata/vertical/VerticalModel_at_obs.dfs0 b/tests/testdata/vertical/VerticalModel_at_obs.dfs0 new file mode 100644 index 0000000000000000000000000000000000000000..521adbe82d5e963a71aa30f10658d35f44c5d13a GIT binary patch literal 105576 zcma&v2bfdU_V@9j2c(xF^q~k*1VvgvdJVlp=pZfhHb?*mh8~La5}GJApn$>!BV|B} zh!mxY0@5vj!lhg(I`iVJ-)7cc^Itr#&-*_AtM_xaJ2~f@z0b*+p^m3P*E;oDb&YD$ zpi$kZ4!wpAjw%%u?dv-{s(0T3y`p*y9u(cZ@1WsP@Ae(keb}g|p53FnzY*1QaMYl| z(NVp6_Kl8;s@H5tuR-;mjuNT={ckQN z{+IdbZ~pxU3GoH!Z=V0>=YNxn{w8JO-$a&3@h>U8srBT9_}nE@{`)sMXZ#SeHC_Dl zgm~wRe^(y*A0;Ftj7x~mTOv*3xQTxg)ifc#ZPQe*JpUiQ{np!WmwKy0sWNXzq)Pw% z@85c>a^nAsNSv2HO+-Y>fB&uguYD6r)J*;FKlJ?jKY0FELi}4J65`8@Nc^9qO8f`q z>2JbQQ$(ctmyV|KetZ7kCaQnulJZ~r{IA%>!_V%e|5#}s{oja)6#xF0|Gq@?|C9ZL zg!l^dFZuU>k`Ui$RN}z@{u>hF%Z^Bix!Hqv%XOj7+VlIy_UW1~=h56XfBDdR?(~*i zHJ=X<``yeRXcBW))p-8*5fQUi)%f@S{QFlzym>uSp1+=dM{d=9K;J=qqes!JaXbHy zm(}h4y?JUpr%|hy<^K2oCjOP|RV4cd|9>w_3|=Sg=Od5R`01FZ)x;kk)o7o(*goVV^Za7eFV-J?eg>qW2ZUWWhsm8Ji8@aL~A-M{}g z@vmerB-uas|9)kB@PA*~ZoIOycx7j6JpVU7e`WZW|DUg{`GJJ^76%gBp!q#Niiz1o zM11pA;(xgQ?060QhbA>N8zy`34(!1@x($)-xf-_TYTX9Ox`)BKhv_yzHh)Xl{4I6s zC%dHx?3Nmpn9 zci5u8>()uO|F5w9f7Pvn?6aG&&u;4W-oC_BChi7o+zs7+Pj=1q-SnQVxn4zm&pspj z@io|wujzIU*-x*+etK26-N?pWfsMPO+bFW%U55ScvTpb7O?)3t{S15RXUzs`HYfYb zCD>msX}03Dt8t0r>NaY34bk!ar#OG_KNaUMvtc^M3BSN5{G!_s**zb@?)gZ!L9*os z!DEuSNI}>l1$FBqTRIJF=`_0al5J)>ZYDcs@0o{eiMu%0OWYOb zIu0X?~S#o>_D}>I%jkB|Byo9S=1f50xD= zi;laRj=Rc^U)bN$w4jdXn~vwpj$hazMSqD)e5>*pnaMUY-}ps zdda3Y9j8y$ank$XA-lwMyd+u2N!Cp^#~pN$x*BMaTR9 zM4S8nl+7nubiCB;36{z|K~$1O#|KTv2a|Q2WYO^*)A5~T9UEJ|2iD`?jQvfubz5DF zOYHcvv6rQFo|PRJe~k0D_+xSYG8?92-0c)>w^O)UOz`J&@P2hs7N zgQ8<*(eYp}Iv(s59W#rLqtn4gr_(JuK5o|e<8qy6~G@pfmw9i>{r-k zziRgPEa>>Kv4>SVvg?(&#EwrIds5n{i?ZXG|Ka?N`JXs{nGMr1K6xDWef&8V0PGp*>&q9yXqgDzpMTc=P!F7ykvVmfbID} zw;r-}OviO($820T+4pW?-1lzj*ZL)ElWDi`%xCbul<2uOhjD+18sate> zHQzz%_-ej7cE@ZE=y=KvbUfvT=$Kh_Tw^)ftg&3Q$t*gqQ~|b91>K_KfmvV&X3;G= zE|-8d%O!|5*&NVu`zNsNpJ=vQre?IS9&GGj)mCr*Q(R)lT^?iHE|0~y3$DtJm;M*$ z`qKZ3bDh~R9pmFiVUHixZHVk8vmRfP>oFTQNVc-+xU%e+*#Oyp%3==xl-1|pCwnC` z?3K*A^^x816zA`Tr{er&bMTVA_+QwI|JALB?4dtk5B;HAH`!Os8vCkTW7!;BWOH4| zxVf(D<2uQvJqVljpl%&xgTt^_4h|E0Wi|(N+;j6+)N#+vHSLa>MaS_o(Q*7t(J`~= zc)~{XHesXajahVDyCZDvj=Dw1F;!q=s^}IScP|Coy_9azap!`toeOIA;ozp!ap_3d z(vh0owennCV#mA8=guzqx#PSkJ8o(2LAR9mpqUNRG0uMkUF1I^x?na$Hhu|g{1V*; z$-ZXx)vqPnS0~LkKz66;c&F@`&B0H$Y$nX1Y$kmUKC+LV;9P(7M4anvTrb&jrsHz5 zV`e>M$C|zJ*kpUm+-+JM8K1x^Yn?<)ivTgsyx!(3~ajvuZddcp%54+>OZarkbG54dsk@ut6xNfqMX8#*0_rJ`# z$QD?DITTo+&%sGH-gA_Ci}y6Ldt>7|$VR0&NH!{k*ef%Oj(_}gFWDbIt*(xXju$LM z#|svUj@h{A_-RAfrww(Bj`vlB-B(e!==fd{*n35Ei;kz>MMG2X>J6deA=_YwY}4#N z^U?9q1+YgKX!g;_AL0_%W=LA;bolb4=;;zo!KxQt^cGxDd#xm<5 z8@&>H<>-}Sugoku-aQu`@183Yk`2`I<`9(CuEIM8khFuiaEjsS>32diNbc>E- z=fcL$)h#;C(gZe36WyZYTF=m1t!G+qXB(sATi?On`cAVcj-QQ7?0C+0*g4yUU2|7< zT=@dJsC+?m!EBh0@!|upix22FME1l7uqQsyZIJAwjNY?&rP)`fl>2HnUq9Jp z=K6Svj; zWM^JHLTlm7iw*3xkXa|$Mmr9WZM37dY8_;Y%*I~1$ZWA!X5*scri0LN(?OzRX3_Eb z^swvG>lPiK{1XkG{8Kc<#zn_ze}hf?n{LtZ?El#7&7N+ho>Bc1m}wu~WK> zHI`Wi*)M)aZ(sZ_dSezHH)#diq?K;baqGOWt@G*@9X~P6KatI|IiTatX)$i+wEDQ{ z`1W7u?e<@yH#ROhuDJ)c<{sUm<4f(vEyrzu-77m zZTmoWeCr&}^;_q}xz22uj`5;xu#2|oHbl13IM_zxbQ>gFtp#kg7P<|P-BTQPPjTJ) z$-Ziy(Rx)rqs3mEk8Bh3{A3gP{3NqpvSZJq&9Uc2o6LI1o@@YnvVm^hWFL0N{`X;b zvHxY`y2xH=u%9}<(4dyxF|$sxbB1D#oikLdvCKNie)ciC`0QiR1+(b*TwU06b#;r5 z=M;gRQ$)AuxW5y&zf-s9xJ4vvi%8v~;|rN!FJ#g!I{wwH^S{bGaB(HPBkobqE_V#mvR!Y=D6tn-oV_>}4RlW`dQHhvtc^M*Ve;cTd&&?*`-5amk!l!kn92TtmOgutR35c6nc!jq4-ZX$0ErG(xn=te0%L#pWKHqT{ViVYfEbEjs?HHSAZdHT&97bbQm;o2pG% zcQG!p<59+rl6LuH+3}TA=;F#L(FL<%I>t3Zur)%u4UzqJAndmTbsHqxvN~+b>beb( zEtdzjTpr!}$vVu><2dBc)KvX|N%r2X%u zHu8I%q+{VGdt)%x*c*ez8q3CYksaO`9S?6TI%d{McHM5AXX|#0^Nd*s*|@>5af5Y> zj*m8kJ=##W=(uoo*uvFyi;i!Y-fqa=*nH7(i{==&MRR>zbo_2F*mryB79D>+9`^I` zx<$upSHrGdt=S7PcrLTYF4!KsG+W>Sp09QsgLNDew#!r5@uct2#iZ{<7tDs~7)Ne| zjohf)5ZQ62<8iWMHg1q?d=-ovUqv4`K(=ipY}-iP`pLfW9oE=4z7uOKn}d(+`D*C+ zd^OQAvtF_pUjK&L%<#I$zBXmnL$+dS?3F8~7JFr8-DEdpM#md6i;kIfk-hpBI==dr z=$Kh2S%>M^Avqn|tIczq|>^__H!j!&3-VkhK1F*XNu{7rj|`%Qa& zTy(ssFYKbex<$u%O`CaTn`{o~c>hNjcmGHFxahd>5!k{fb#v*k}- zj!RsRpFV|s`c&Aczh%dpj-iW9$3z#*hUpkbe*zo*iEcw=Ck}$0I7qiavYyJYp31rn zkUf_J_FN9#`pHh%fQ~0@5FNAE<|F&8H`dr^y~P^Kte0$H!PnGrU_m{*V`e>Mr?$iW zsHyG5{U~PLWV0SZn^_NuHkoyit(6_NR(9Pw$(GrM^P$W({d{ncoih%0&N$to<1hNa ze$hv_=y>+Ku(RLQEjn&y+H5Az?bQ>Vs!>q?WnHo(Ty*^2T+uPJKC*Y?@O|vvIPrZf zvtF{hKg4%FyFV1)`7rAtTjVa**dlku8q2JkY|Kiu8M9Kf$*ha)s`Rj{((Beqwo4f2 zLzl3AJ~+r`H|KhGd9JfLpyNT&74r{faWuxp&bR0Dd<3HMYrg9%2e1XQ#D)n z6?FX0IM{c_X?9ud6LER59NM8J2ACKwSBRgg`Ovm{8CNy+?lW2(9 z5ZNrI<1DgcW`kt?6)~>AqCReb?70lE=Q8NlPqv5oeHA_A@2g;Q@R7|u64$)BM~Z7+ zX1!!HpT{+C=JVp3mst2y`j2A$7B1$j_t2obliRbZ2JMaMaMnN=R*(q`M}-> zbUe_^ci>Cri;j<)agV-aTy%V*H|Beyw>ICyOB&O9T&^Q*xsICMwDf3PVx+fQz}{{l z?1B`s<4xvgA2!LKePA|B$GDyO{Ub?YEIZWQdeQMyIPJNm-zkk_&7wV`8o zPgr+PeOz=ry9ey-9=b)xrOmjdUotK_ZeVPKmsoT>+FZ|%epjCZI_}UJ^X<@Cv!OIt zkIQ;t%X&3?uQ1l*rmbO{wib3oO4)Hm({V-FF|%Ph#uGN8p$QvBL(GQAdWOJyhUhj( zwsINR%4KvLAUo+1+MM)Aw8`e+C)+9x_n=$FiF?q@`pEv386E$XS#->-mu#&V+`Fn3 zBko->>ml1{588bG^J?}zF=pLlw`POgnoYMZ%-3A={w1$@*|<)!4zove$UP#n4zd?b zn-^u9%%bBpop7G5>7<`$=y-xTe<#TEmyL^#e=_!`msoUswgcvHwu3$gbllhU)>rn% z=75fW?22)J?5dB8j(c>6?a^Jcu~*E#+I&8|BR?Nr%pp~6Tp#Z=cBiy$Q^}6gn2yuP zj+qV9F&@4Fy$#rI8{MK~hxy!b$j==%Uv!+?tlhcg+RZFFo-q(}m@!bBL(E+~ zmpLXHc1*Np?=8o3nGej~=z-iDRZJ~A&SicUF_-*VL}tTujB}XvIEP%1nGKO`XrAY4 zD4*wIHb{2zTj+T5TcTrT17us9pV4hCe@2&CKiSB!=s0q$=$Kg_+5PR%@&0zAV`jZ% zi~oR*i~k@xX4XSC+H@Q(J7(5RcGyiE<6$?&F=p09w*QB){Xf*LlWfirusKKQ)1CVDqT{0tFo&ZJ^f{p8v*!7dv-0^8HZD4@XPU1kn`ags7j2I@ z6m7510UeL&1v{pfZqf0#rp<3IrmQbiA3vcx~KEXYg|pE_2V(CGR;p)5wl9 z9YRBy4vB`C4bw3mV6Kk`$m?TfLu7w5-#h&#zjtCbNY?Q-=HPf+pF@D`@e|lrA3q`X z)offp*>i)@@wvgGV`hD1E7eBFm1>KQne~!watIwaIV3t})9AGTw~cB(DB*2824;leOz?Bx;E_U z+PX!@ck095sjpjf{H^KuTiG$2FFKxY_SN&{zM5Hd92|r>1PAGJK*#P$uv)6tnc@xdXNs8((=mQ*?pHsS_p6x=k$uhl zoWyJL=Oma7lI>j<9rrFPI%YONHa-p=$H$3|ne~$$&<7n4=p#C2)<^d7LwqOv_@Vet zm{~8`;vbmx_yf@~vmUaMHPLZoP0=y4ZnAy9!Ex*Rjegu*WJk?_9W_I@PO>>o$2n!k zYz_{x$6I0CM7uG??3+srEnRS!> z>jaM5UnlhA<|2DGZc2uP~AE(2eW4VCD$xAUv&JtY5sTFJhSNdj9E9& z$aRxhbiBPK=DWS6K3{a4!rT)}A@7N?anW(4={Qn$%q%+Y-yd`6-(Q~tI=(*!_Wl^n z{?i`cJ9V51+i|95@8$b8j=mf=_dp`#J&;}LWXGTGLvNq%6TLATrej>+Tp!n$*T>9; z$o3kKaeIx|#|@IbZGKMTw){B>Hg14ys-x&Q)ltzgvwpJge}azR|3q}mtdH!-Ptozn zPesSfddWtvL&uTpM90i}$d)l3mysPa>n1zq6przjQ{osi>mvKW9ODNsImS-1bIkpc zIr4r98`nYhp}D{FP~P8R79D3a*P9vT^(M3E_<(8tfNY*wbiCBqr7yAQxK2B~XLZ`? z?-@FNtqbgHU380%&zn8WdAWyS^F_x_^Zq*3_jlg`bX;v3=1^^#Hit=zj>RQ*+-EUt zpT)v1cgT+a-izM;-Ya@zHjHy81p6SQ+Ys4K6JR?{&~1?HF7tDXyX4O;vN;6E<~fOu z^PChNGwUZieKR_qzFBn4tdHzP^S#qW`MndfUb0UwqT{C*MaRr~$WAf)>M3$x&8(a3 zezP9$m+LXJF0v(-;~1A%t{-D3+1W9$vtxAYAe*WmY^r{`MaRWW7sX{4Y`*CDO|x#k zDc4PA(eb&qn8UfY`W(>lUuN9DUNSB^KGYfG9_p-*i;jEtg6-K$x9E7G+3zfr`<)lB zt<}^<^c={ZaTs^cIBnejmOK=f*m1=VU@LwgY)pFD@pRMiblEYpVLHZV&Ceg7l|O&X zY=~^xiRifOMA0#`L9%ljz|L);+W^@&e?Z4?{vbML_+J=r(Z4(_c>mwUy{%nLe z`DY_A>m~b2IedToN;&cUF|!`Bo10=^y}7B_S2OD-Tk|-MTg~J8adVM%EQ56{)2)+i zq&asY<+;P=;J|zbVBF0E^l{PgRDP(gm<^F#W7gv}ay@1?NVZ`UjN7n@ zK5l?)`HSed{6*0*8`n?v@LqI$c(3S~Ss&S1>F`|UtaReJOlG}gcP~fByO)cOne~v} zGzcAU8YDVq)=l=S(>TUoofgNKSr=Ki*;l*ezM5Gl*?eO$ZoaYlxDK-OO~>NOsIDIv#C$8!dZd79AgKgZUn8qt6!|FEGt7kj=Ak(eVhg9*>agF|+7+Rv*k^ zRv=s0EsY|IGF*6)mc^+EHQdQg6*zL-PkOHvf)(++1Y) zd=A^^bKN@0E}a9rbdGKvWOI&z%{fN5=ycZY+OItQ=8E7sZF9|W_@I5_riKSyO&sxne~$Wwl$uw z{bC)rcWU{5X6t%Gdu ziLkvV>J}ZBG|!2Zl+TH=IiTYu=6Z99yxwFM9j7(xW?H#!GK-E|n)SG)T#uPW$Jblo zwOwzezczGy)!Z|`D({)IanZ5EeD~#$-+jHXBff7)9j7m^%rA3CnNPjt+zhivJ)XtVTP(I&HQ zvY%#x{WOzqU1Z1Z$2mE6zc?q^xK6Uw7s6Iws9Oiw0wZAyjMObUjxlR&j9g>c9MJJ> z)7xy>8?)&6HPg^*vLR;C@w^t8@4OcJe9`e|rnk>zZ){w2T*Iu#HRO8CEIK}BKBJDw z&!`u6SqgMKZ-|-i5N*Co((jH-?0Cp1*de2Yy_T%we5T`kvSVh$bd0l^j`sDWYR$gJjQ{ef2rHuVywtcB9!>Zc%i&LW;R5&t=U(%mHTRDgJkQ~#~kX_ z*XIx*Tk06r<5I`Odd$Z4lg)Mt9cMcwI%d{KHe3%KhwF)sne~$G?L)`CeWGJ#J!F@c zM90fZijJ9elU>+#a8Vm)ToMK<&qj&bNS{TMsRes1>4pUb^68`nX$hI#&>hJ5~k zS#&(WT*nTO*Rjl^NYhDD&O;DEZwun=d+E zHxT2l8>o+qj&GZeZ_AEfjQjajtj9ejW85B-wQ*l<_*GnD#|P%Z9+)fank=&8HoMVK zo86)zX2W!hE3JmDv|6_zvRh2YTV%&<+#uPh9*jHHqmLUPoAVoVobwyeF&o!U_Q%uc z_{Ywb)m>wYXcX4Xr#_)&CR{HW-dSr6Gkth(vPu|Y=DTb& zzIWO%9(Kcc&3=^o>$t>@|2Av)-(u~Kt(8@FJZ%>mnzqYsh}$q7<53^Oj`~=)A+r4@ z!S5dyJK#BWM@a<_w3D%uz$}U zw_dUf*5g_11?%l+vAOk-?Y|2h_uplA%&nX3s3usCM>Vn6V{Tn!cm9O)Vdqcw`M|A{ zZ2tAI`Pb{#LH0lZ_CP?l==iM>uy2jfEjq5z7q&)U-J;`H&2{&y;<}r^Hgx>HY5slD zJh$k0t{HdkOU6aVjm>-;zhu7Xc+GIUwl%}G*Y?pctjEpF=VUYSIhi!yy<6hq5<9Lm z4dYgtW{(@OEm_A!O~*w=$J~bL7{{+foAE2{Hn|OvJs%5uK32CuoM&}m^VijFfb0eH zeDwwSd^LM*ezMQLN5{{;w>#$Z^^yHB2Ri;Rhutx^Ua~12c!o2jLp;OD=HMZF<1sqE z@!0N|kLxCzwHrFl+Rg5mTNl}iS8$9gUeS-SlWfm*uszr5) zy(@GZBKvdwT|*UYV(Y_AdMxYr1~V{Tn!)7&!W z!!7%K;MPet?P}Pxt99!jt3Ef#$3@3;%(e6!aV^a)I?ieu$|@S-79Dpn_lmoSd&S(M zbuWF%~pk-80%U04ow zVL9Cf$oATZj(csiJLdECldbSIImpnB51eOZ|FF+9Zk=RzY=qshQMV4VeaybPkJwl9 zanZ5~lYVGiqj`W(>lO>@nAQ(p73anbPz)8+`#CZ8`lzGue0_mXkZ@zCCw z@6g`*e9`en^Le&We4ZuEp+IVM>=}%4J%hDzKXu}Jr(Hu~cMY{|Z0hWCJzo0-8e02> z-4M57I>xUpg?(+QZbM{0Hos@@WAS_T__#r`Ui0(EUh(tC+y=-lUWbksud_Sm)(?9E z9WOp%cg(Gi>`(pC@lXBjj=A-cEz=m!ewAr#Kl{b4hwRV@eAhfQ!v3zATQ}L_ThMXw zEq2G;y2zG}$1yG)uODM4*|cB4ru{;<4ziu+!*-spTXdW)1~yxaZqf1Gfv|T6>J}ZZ z=?S~0r*6^l%&xFAyXqDltM|6~`-_ejn!Wu(vA5?I9rrSyCB4LFNs=wLp#ePyvfEsv z@0Qo-FWUU^e_zHWuE*b-Ymx8ewaAEM9bejkHZSe4+l*i~Ovm^{5cWh+w;{5N2f!{K zpxYqX%WuM7ep9yrvc*=T<6^7rj`@83WM`T0k7vp6kJ)SUksUh=9gm%5cg)B2l1;k> z9jD!5cg(GaZ064BICE#aV{YAKU%7~mU%6;^%&m)TNAn$3NBJEUdu>j#+4tdG&%Vz- z*ZH^(vVE7p_FbY|bUZH>c3!M*(Q!4?aW&B~p94BxVY*l$y5JTaJIx;4DfZypqT?av z`{N<<`(yT=q2n9v@Y-&)(_b4p-q03yLtD*09D}_cE{Yh$=*+e zdt&!f+4sb_b&*Y52+gN0WH-;PlkDQJaXu{mT0b8gWUnoSy|z@h==jMP*e7Fji;nB` zg{{+9x9E6^S!1WjHI|*f=y;Q9bCYP3zYpj*V=K%dV=H|Q=s1sQD9=k8LdTQpVcbde zv~er_is!2xwO}2!G~2E}p05s8hYeP@ZA9A~a$gkgZ*yKaMIvzd;wiH`Xk0%S9r^*FO!kJ)SUll7SIojl@uCqAx^?DcKv`1&@xV{W}< zn-{|~oXv}gXE@m$JY)}kiH;9`X?M)Wb(1|;03DwzV0X-|i)?H2=R38Qf4&o&gOlu| zEjS+@ZPCvM2id>I!~Qj1x9E78X>*xqlg}3&>(5NH`J&?nW_@cQ*EeR-aYnPgWt8h1 zv*zIR&F0&`f?!k$Cy z*U36AVLC1$I_5S^$9UL0v^i{^-6ppovTt;TeWSB(gJd6;G@lP8bsHdiJBao8c2KOx z?6vvHy3Bg)lIt(NP~49e-hZ z`$F`_$3@3G&AGl)oa@}8;{j&f93aOp&G6dxG}B)jI{wkD^FPXU z{>2U>cNRL%JIn5v&(}|O#}VA;+Hu6b&&92e?6Ixr z_}EsvV{W}<&sIXmXDitqbL$~n;&*gh;&;1aZrxFsAYxpk9$qc}Q#qqyBMw=S~(d4z`k^T=+9TPN8Lb6`8n(XE55ey^CFJLtHlS%-Sc zb%UP`;u|dapp!CH*+I>Ty*^W z&tRit{EGN|NP2DEPvAb+6Z3iYM0}nl*#_r!#wD)D%bR1|<<0FmL^yNF^?0=Dc(mx4 z+b|vDx--yb-5GY9+=j^JGwX3axgN7Q1j*Jg9oG;Y^Kk=Y2QNm)gBRN!bL%HN=L|ZY zbH?tNTOZl^C(-fzlXl14dda4nfsWJ7usi0~Lv~OjbUdh$-7&Xrvc;;Q<6_n9j=6P_ zZTu9+xbai{7(2;6odWxGif$cb2bg=s1LVD8cHGeMEwlH$CH9_tzUa7beaxY6eSHq- zxK|z6UUhVfj;k75^(7V^U#*LAuh!MaMaLyg^Cd;|{I#LuIMZgFXfw$cU5NF#mD$6z zl6#mJ@9%eG_r@i5+^_@Y+pvQ@-`GI1j$Ni>m*|+=FdgHmW<8!N*JCzri0sG?Xnte| zyLmotknDmIunS7)HbD0L3Uqvah21e9*H5Ih`KyBTk;|b=qO?b&`L&pQmzGQ&hm%KO@Z$1BA--&IuGtZH>6VH(*y=Tttcn)M$ zFU)sUFMGZbPm*=~h9XB*>HWY1gi;nwM!5sQk(dU4U&zNz~ykuN-Ji)Bp6Xe>>x&0cw?*emn- zqT?-Q-P|J9%_O@f1MYME(HpPrkKWpAJ6|35xq1$R?K#Z0v3(=uzWRpg_=f11+b|vD zF|*OznAvu3+=j^h*%9{7j=Bw!9Tf#TDoVEjvfUP;<8F)Wj`QQdmqs88S}YwMttt@IiTY*rsFcAV{Xy$YV+B*T732;+4aw_ z`4iV;M^C&qM^Ejw-8_!xK-Lb1T|3ye5kDpCc(3VrujrWDFdgHIbJ5$yxpr^dhRFK5 z!1}uAHc0k|{IEad*KL68nR)2=%sjheJ_kS9$K1Nf-d>N6Z?CsI=GH~Fc1CnuJEPq(w@$Jtmg0O! zu~a`F9AsM!gl#oYx9Iq5bFKHayw+pyFFO9)+>iQO+>he(MaKtBn+HUj+@j+Mv&Kfq zHI~f*9k(=dX!(*kpyNsAGis9fjN)@Z$2-kld8gPbC)sxjVPCzYKi=OR{k8YE>n`l8 zzx2a?>9=ic!`yN`ZeTiYAUftYOviYQ`Tlr~{Qj7Y8zNiMJO@%zJO{$Z4U&D98y!E( zZFkIVfNa2g?-UTW|C#En-)) zj^})ahUR=`H^gn2j&Vb?9ygThF&j5Tc3uyRJFka6ZjkJUIblD{soMbAm8RpBqGLW^ zKiSuBqvO|a+Z}W3BbzTRY`(O*^^$E@1s%7mVt35P^^kpb2OU4VV|UE0o9xGB@v~7M zmlZ!7#ok{R+0L(`-FnG3XoHR$w6Qzp<9f)}jl$13){U}%#*te$*`kBdanZqc$K1NeR(}H>SAWCq zm|G{=i>Bj?qGN6yWQ&bLo5e=iZE}l_)!(VZEjn&s_TUY~9-LcrT&fx7P^y_e2XyQ) z*RdXX9m~#1bo|KJM=!DH_^g@3*_X@#9j`E-Q7gn}RMKl3J`(G36ElY<>KsDHw#Fr{ z$5YMc*;M&?wmezK2h5*^dO-eJsLY1x7|%BMt7psm)y#&-erfjAUy6No1hYZ1bu*&l zx*6?`xebubH3J>znqha$t)J|MduVgRJ-bbAePp9^!$#-Ut(WYB_t5c!_w0`OxE`{V zedxHd&+eF8H`xJu(eZ%2cE{Yh$R28ejt{l4JLc9&cG)&`v22^&1-A~e>hBTY79D5r zi*d8})yGB01x`*KNhxEzJ`c>Oz=!}@o$IaEKiBQCMyFWj(SxNRGoF^^o2SAL3y zR(@(X#BG?4ajqG#xn}4#MD~HXU;RMduV!-yl1<2paTBuY;|9n^n0m{3OB|6Tv((ag#>ml2BFFNkK*Y22GH`&R>@C@hVV)iqf z+`7o#jz!0}W9^Q)b&_rV70!p|U+L$AgY3*nurnv=79CgW2V1G1Zqac{a}AkNUPH3; z0UfJ9OTb?nI<8`Rt0H>i79BS=_spBhd**Bo=yF-?^z4&JzJ6yKYyIv3!B|*+lZKC9pBlAhVE>%8{#%h$N1n>*n?Ab8zTE#8`$64 z=r%~UYZln9S#%p9yLLL(h*wo3D%P2P@I>2P^H4`M6H9yAI=g*mYPx z9~@+NPK4b#QMc&0p1EgJPu#QNb3n%x&G}nVoWIbdv7k*<5A{X zdX%`9j{PH9$BqqX$g#n0h}$q7u+4Hfm=VNt? zjxTqGz1&r|=y;vk|E?4JUp@zP95iceP_D7;eL%+rO`8Qpn|xe!tbRUli;m|s#%r4+ z_Tb#2<4mn#Gqu*GB*=Zqi`RB_8P?-x=KXyp-rtBWdF8%(=z26XbiLgW zw_!TQmnXnpo}k+h*?P@j>owDDkZctPY!!!Y17t@{MaQG2+8y)x`pGU%K%0vb>^8ae zk#*I9b=A?Wm+a%)==kw%yJJ4ChwSiZbUZxT?wDIQ*FYJOF=(v3+9JltJ?Bf=DB3Z}vO~>^`$J~Z-j3=VEsEKxO z+=j^BYzlj`scwU08>WVBm|C|1vJC?0xIw_~n9spacDw_2yhFD>vYFbW<4o=Cj`_G= zvL8j_yXKD~#dpo@{q>Mt{tY@_{*B!+AJAon+75 z$N6yXzJ5M9$SxcQyKtOt(ean2%I~|`F-FIc=Du8{xG$G9uDdp#1F2{}`znghz9iddK7L=O z?_IpVzIW~SH==qzxgKXQ9cK_7a~q~(+|+d3RCLU3i0o>!9?9q7ib~N7Z zjgK23d)Mr%?}~jjw|=tOvSQq9S@m&!Wb5@q$MyQz9rJO$u$9qqy~=jS+^Uy z{gp#J`^DY|H`yYOO~;Szj`_GQvh$Xs<9W;Nj=6P`{qm9N?U8;yILJnig^eDoTXfvc z>=E0EJtCh2I<9Hfx0-T&WA6hxUTWH0D%#}ZqT|$N51v}=!MR1p{mf@cKk-?@Ejm79 zuIJCl>v=X`bUf6on?uFAnKW*SRp_{5AH2UE`)KcP`eXQcr|@9d@L=1myq<8XXsnwmar?@RIG^936LVZgY@3~}m%&n7b8`E(c(J{9Uvirv4+}Sr?KX=ga1+%tXkZTJ&cTC4-UtLq|tN9$z z@%VgS|F%Jloulnl0}~y|61z zqvO-V@Y+rf(_Y)QNBDD7^TxpDjj?S+RDQW0uUmtT*R8QT<~B^n_(@e+HM8|v%Ub1g^(eWEz zyJK!WWZ!9vj^Al(cg(GuY=#MV_AA2#@$45nZZ5K+C+Ilz#O|1n>m-{$74C`UPi5Z| z7t|Pg3kdR4>k9HhsyiE?0rDTD~(x)VmhuOI!<~YZkEFH)hkA0+!dqkabxEs z>v-#G^tN@i-5a-II>w#G!FC#_+Ys5kjbZmT)@_jNs6Wx$s6XxA_#6Uc&yI#YJ6gAX zvR$*ocFnF^AKBPZSdU{ziS?MhXI`=;`k>k4DGqN8259>n2<95IQb+ z$nKb17uo#f@XSd5a`rPL+&al#FwbINkk4YX*XAHQ=0lu2V?NZ+9dz7p1Z=+%x<$t~ zdcfZ3p<8skz9a1Vj=Dw1&CTaSbMg7W-v@O3z+4AB5Z3|RqT}M`UU6}8ub5kO+_)F! z+qjoDU-vUS&o$qC_RSZceM#dszmDIRxvoFPUDw|pHzGv=xgIw$9XAmja~q~(+%E=g z_KUIGJci|IIv=s1?yFdgHJW6);CF?O5WhRCM(z^3=;Hc0ks z)A84$V?J(x?5w`%cvfG#V{ZLq2WNpDoJF@jvYjTQ<4%+9j`_G=vLB2^#~+NfJLc9y zcExsdykfiEF}H5Ae-y?uBYzaOpBdrSMfT7DbbM%l-7&XLvhDMr@af^;entR(L<-Kio?x5q%=AO-FdC!JfbX?V}Z&l^`#wNZHW!|&*=!|!%)d=3G!1v|qQ?5tZqS#Mfc zZ(7~@$nJU%9q)S2?wHTPOZIF}bbPj_-7&WwvL)xE>$y!nyN7NI!SbamLB887J!&9S?X9cEEeO zMaSQn>&@@v^(LDyI__!KYUGS8wc63?RW_Y56-%=0B4@q7ul=r}_)ytWM0 zwAc0|0UhtD1iPn_W`9h;zB)}s*fbSw8{4v=+*eQd2)#}C$nK5XFdgIHhr#|nOt&Gj z8{dK5_>OLaWb^!r-tzov_r~WCAe*WcY^qke^^=|W6m3p?YPZS9^^vXB9ky0?-FnGB zt%{DHR<%3k<9f(mGrwE&n*80G>{z(T4(N-H2lTZ&=Ht4^_W1z!x%zxy-{<1iN!IlW z)??QzVm)SaaFAWK5$DdTjrzHRj)OB{gEMuDj^~Ynoi|Fi=(wxtxU1-xzczGy(Oe&2 zl-I}XwV~rN<~!jr@;hN>(ea47nD2m(a~hI1$U%szLxb&%b$1$M_4 z-J;`E=H7NHd2gG|7ahlq#<+2#^>NX0{(i9e`{@=P4>J4eL1JIcUmH5!VXilKi0e&m z(QyH@b{CLqH+ya9xR0@YRD1OK@8?bYIf=Yx4tdo%>~>>4K4-22&dKY5vW4V&+{1L- zLv$R=Y?zMm*ZtAv*Zu7_xebvWTOM|7dEExdesUdcesbMzlaCu9Tdgi^wYs|XlU;fp z9WT9Zcg)B2k$tB$>^r4(>m}R$2%gLAe#Cw*laK2m+baeg_lmJQ=GINN!n=6By288S z`D%77Tx1WgN5_ZP+a2?9on+_!7hTN#uiXW=4zkBSgFW_{Zqe~8b6{VYqg!-bc?@jj zF}g*^w+6u88lYQroTn#jo}Riz$Cu3gvrFRs8Gj$pajbckDpov8#VtCXZ1xY6<^JKt zacg!7-#c|R_X)bn`vfoS**Ecf=;ue{wat&VUt7eQWF0p%9XAsla~q~({7FBw`AI*! zO>RSE-z@|CZW-MM$@aU9Hv3(++vMX0$fl|ao2sgA{bXM^f4mvKs0CfD; z0J~#8u9NIfS8+c4bX7ke9AtNV0=wfA-J;{dvtSF)(k(ik`9AE-_jQYoSDEivSIO^K z+53Qw=M2KQa|Y?-qGP{l$S)e=?-@FdHVs9;q#<;?&%CyM>T4_70Uei~g!z`9q|NtO ze*F1PDW}7xoNn718KUHRT*Y);MRd$N9@DBs}cL`dsp0g z$bKG=Yu?Y}?Q33c-DIC$z%}pF3-&cHw=S~pR71z_RI@wg)=75MS)31}&g$obgY2ph z?5dD%(edWlu$yP=79F1(4|{IBZqe}|vvv;>Yd3#w=(w)guh$j(b#Bq|v>41`T8usi zbev#%OAx*BanbQc^FC};--k}c@Oy86UyM2YzF3<>iJ$O$Z>Ow)owCBVv9*$Qoclxc zmit4yH*UjpjK3cM`~3jjhRB9rhYi23+aTE?$I<4H<93^T4gs=hqF~cR>DEuS?J9KK zc9q>RAJ<3r@j!I^c%a=ew_dWfr(v&Ldz#oQv-j6Swo;LUbj@3-h<(k=$90qavKc!5 zvYFj6w=S|xI-uhw9qf*|b&{QE_SF;RzM9R~LAG8T&YgO3`niLSJ!@b+Yjlf_Tbc8> zl{kO-e9`gQxfu8CTzy=0{HC#QzQm&Ag$pq5!Ug)c=y=&O*k#Lfi;j1!h261Mv-5Ld zJ-)CB_QEF34j7N;xi)Nr-LTEJ`$i}0_`x#t_F$Ra8@FLP#$ATOb{VSM5ZRAPz0;1vx){4-KCX{!!VK({6K2?ZWp2G>)9=L^ zn|`mo#&YW+8#x1e<;WTKUYT1r*=(uNakkWU$K1NeuIq@7*LAcz=GIB}FY~*u{}R9J znp+3i{y*T{>HmX%?x5o(ruikJc|I;WuDTWDR^6(Pi;g>+bG@@T*ZH{Uc!aSdUSiSl zsLwHnQJ?E`K*v9XVSfng79IbwANG&^nw@+E>+#-iVfTKk*sCbw>~ zpC3S*pC7Q>59<~k4>|@r=$LNN@w_vz^UmlN9hbTcTk5iA^R;VC_p77K z`x~Xcze_TF8<*Je*LN`P*LUo3YurxO@!`ej?eJo|H*UjpjH|u}TlGENhRF7cg6$Qh z+aTF43(;|xg?7h$4gs=(t@YyJK$MWFIdaUz8(R}Lwx({KWCNLD1DSQ} zAiMt_&Yk`D^m7LtpS}Wn`igGR@#7z1AOEOZbbRkT?7j24MaMs1fc^P`Zqe~8*I-|{ zrdxDe;DJ4{(qXymjfMlO@Qs1pxI@^zKKihc$?WrZ4>*b*rJ8yeXjcp z(cArnc5mE<=@?%(&vRWD&vS7bBAdGi#?4(sA2&$0asVAy4%i*@aRX$xe~pf}e{FZn zt)J|>MbYuQMeUBc^^x7X9ed@y+wHwFw_dWp&cEjoVs8|>5Hbc>FU+=V@ISGVYR)DzfIPjripPn+IOtG#8+gN}=4 z!LcZsMLQM^7NO(ixy&)nW!rrnlXX0I0eYLe!0wIPFdgH!N5Q^5O1B}hk4?vqMaO*H zAlY`~(Q&)+cE{WX$mZUKj&tv_JLc9;cEd-w=H2j-xaMW=gO9BH{z2L+yYJh3Wj?N# zY>(3DxJPNbV{ScUe}0H#@$*CdSh&d^jfOoMty>q_DP>`&l+~@1Y$>xImlEqSpRa@L z`Nuea&p)=$UvANH$v)X!Z{p^ z3Fq`<;U-(8FKm&%x^mYmW8QQ$|%x;rgbe!V>Y>o%I zMaS`GzaB64>wH{v+|G>K?j_@*X<(Htx#i=s3O*YVAC z&D`gjChl`_8zNgU2gWU!LmxLtc8B>HrXAvEnE1E>vX91~<40rcj=A-deWe{bex;q= zF}FUlr6=N=xAa7D&CA|1FWDaE&r|Cm{ya54u7_-qqc|2tj_Sw4P4;{b*z-Mf>muth zf1ZR#{CN_54o*EH=e%%`D@z<^G^_Y(vAbYzVI=()iKZxz_SRdnkl`=Qy(eJJ*F zd=3t>_0wV8`sws>(eVXy&*p--XT!%u$HR>s{t}Ch=bAn3T(PI+i+4)>sIuCwn!bL%4;Uj!Y;7qL6$)=ReG9CX}pj@>c09nFRe2|8Za#O|0| zAK9C!(DBVwcE{X$$(|a5j!zA-JLc9ycK8t-i{VG~W8o%S(%k1NDeiOeab099oAaTv zI3KumlJ%Rl#V^(tZXIL?nl1*4F1SUMaNrn z;Qig2Lw|ow$L79K4|(5+b%Bm^m&CZaOX}mI3G-!L8D5FOXpl&s^DV8;{ zSNF5mV?J(xY#%2&?&GvO=GISkT4!`Tt+U-Rw?4AzGo$15neC3b^^&d78y#2ZZFkJA zhiqs+j&W$eeT=zvlg%*B`M}3@lI?Epmvoo+OW3h+kiD4=bGVsJ zp94Bhl^!-#dflSqiKgR;qGLW^bezd_oJn-dEjqq$=6nAo^F_yz`7qzeeENLR@t9X( z$GoarbezlVt8?&gJf%rK*u#k*d22lAp45>^VD9Ef1VnfgP&}n0bkR1 zNreX39rJO0Wbfxh$MGD zm~qp*WL$LI&)mc7C+^|#`J&@nIWdP@IrTZ9T`7UXg_%4atFdgGR2BY~u2HVYZ8zS4j z7;O7ux($-u+#elp?r(R@#|@A@^b?-#IP{bKYzMb~vUf|MuJj317M` zz7uBenU`$uHt4u_8@ppZu7~WRPjD<2eWD)=H`(dkVW)T3t&40OH*6iZZk=Qsn{%?U zI4Ajh9b}7U#JEK>>f@s0$0=bSr_?Pvt`Y%TB|^98xS$!g;7i6u$G6gA+*@h&anbQ{ z)BJJKJbxe1@kfyu_oGOCTy%Uh3if7{W}lhgL*L{z*e0)O_R2~89{NXb!ajP_wh?WU zbzIXtqg7Kpqs48Qj`8||XmkBQyG?FGWCs_39b7=SL9)5M=s366?wF4oAX{MqI<7Fm z?wDIY*-JO@jMk+a_A^@C`p6zRfR2wGusi0~OLm?I9nbUF9dqj;Tm54ki|QZi$HGna zRy){R?R4uRd$<(r;ZnMFk{xWWAqUHANOnFr$aYSJaXY8d$3@4x&G$pQ#rH$}eL%-i z=6l{K`8_Y213E5h#x44ianW&Sb0563xDU?ffR4MFy?r;ax91ie4>9|aA!1*`EjkXG zj)S7(B-=U%{(Pq?=D1B!kK5nF@q2wbnmu?&xd)$>tmFKqU2EGNbL$}+I|*IHPO`h;)=hSIW!T-~I|*)GWc!)*qMukVxOI|! zEd|DXErmV@2iaMV@ZIgKN8-C%c0Qovw&q!?w&GbTJ_mF>|31c@e_tOL9e-w?4gE|! z8_LH;$2U#KH$}(XqT^iVx;vM=?q;tI9dF5l_iRfZ{XIj+L*IZM`i5rDevXbmG1t7G zh-==Y`6j%+GcNJ^xM2f~+pvK>ZtT~|I^JY{_Fw=@4U%12933w$ZgWWg2{Z1AmyC;!-~I>VzWt9rE;>GG_SGlFzM9Vg z9UnID+2NPGXXto)F&vBS#q?u=j$4|~-ygFI2AfBoXYN)&mlmz z_j+{Pd%fK;w|=ruzdA_wxt@MyKWoXYk8IAnXfx+syG?GrWE&q*affa z)=BnRPS|HTb?YEI-aH>QUOXSg=ZlW7nd{AK@_LhwzDo*-?~=Gh$9r6OANIKP_W>QZ{eOMke^69aAIEWwY1kA+O~y@gz$jcLLP%r@ zM@T`J{J~R6Zd&GyAnT9JO>{O2Q<7Sxava6hUjvRN8{H3IMaOv)VDlzOc3cJSmznzvZ0<9X z-P4Nu(7&Ar`*xmg(_ZM*@#8ME`M67OliL7oW9vv*>qy!9$=X`bv8_e#n2+lt8(oHu zqs#P;x%HB*c@qDbu6fe<&op~&9Wy<IQ4-feW;F^7i#?yhY=u0A^xo%X5L$#&A~_Z?hyK=N_tz?_kZ`-kw zj5hhUK*z~37&kda9v2;#4TCKkCR=n|kp^3lCR=oTP<4FJ=(uCP`$Ez24^uJj4^yRa zSC7Z}>aA*j*lO$#b*DRZyvT_*7diDdxed@Zo^6MnZI`W|>>BmVrZvCn>oFhKM|SOc zbi8)G-Z8gcvg_|h$LsIcJLc9yHm3_Z&gr6e%&m)TY$-a9E!8{b)=7428@9#PHho)g z>%h40!p6QUTRYjFZrGk~+1kh!t9_@~*mw9GtYl-(1bX*<{TOKW2blh(+Y`?*>MaRR{XVh@xGm6g_9dAp-xZ4utanbSeRM_RI zvPH+&$H877C)wlIaa?WBhP7u)HsllBhdxNH-9g6M9b|pL{C@0K=dRqwxhrl1w2iY> z$Js{5-1^D7RmX0lV{Uz9yKO+n-8SeQbL%CWI|d!+j?p{j)$gUXW4C!9(DAkr7Ui}8tg)*n=xZ#u0oukl6Jc*A%GOVI-_Q7dyzggyJ?7*3$R1YrwLEOx z*OFT=*{JU5II6qeF}EJF3mee!!Unx#Ze3&t=cD7n`Fh9PI?2Xf#rqq3RepaRWM8j@ zeZ5k)cCz(_u=RzqwUJGG4mRyM*;>gqXTmmT%GN^Go&sx6ku5s@PId8}(FK3c(D7Rj zV%)dP-&ol`iH;pZU>!r`IiTY^l)d9N79Dp{pATJ(&j&tVbo`5&?=QERFFKwPhxyKk zlji$P`dGSdapF+ei9;p3XXEzT_Ksgr_65T(@pkI?z<9KIV7%TYw*lJ5*$=~JKP+26 z*}v2?BK|U-5y8jxk=;BK>+$B9`g+W*m+bjdxTg60DdU=A_S!sTi|f&GalPI#AJ;`T z`bBgc{i5D6w@$LZsg8d$I_B0vHmnNUEv!o4Zrs|*W-NuxSSni^+4vmT_#D|<$);q% zrew+1LUx^6FV-3B1)ncEP9BDFlZVOUqT`*ai=9Rnd|Y&VLmjW*Fpk%`MaS3Fcj;^9 zcWJgipyT@cFyH$7YgVkW zX7Tq79iLI(rO%k(rP=TPlxply640rp6OZ2e>pt7oqr zHlDr4$Mun2<3-17yn4snddcnz!EyDj5dFBCTMyYQy>OoEN-zC97q>35cdF-*-f29C zlv^j+)DSeE8lpGPtpm0W+v4AKPX9i{wuPN+WGQT9scdazUtI|M>O$FC$&h9DFav4Zc?%7af=OhAr(a zTXYEO5Duah{8h>m$2Z-IIE;c~5FKu9s}dTy$JASMQjQ>mggS10C1w&^zYVMYgRDZMN0v zZF1`*yC4E~L4<4_WWPFs{o$)4`u@PjwUfQ+hrQ{St&Qx!LfCm%4%AIa86Hme9Wt4Ow1vf&G0!xzZbLe{Q+&$1i8XYu)><8uy-d(I(`i;f%Z zu#I-vqT@L>*f}=YqT?ZIJsx7L$9%r%c)RL&yU{VX=(s@jR$%nTEjmt8$G=I&@o$G6 z5QO^(ELCglQe%znu*P$H$G1gMRGP@!E8($7|E|^_bfLZR31(O>w??O)(qS zPuA9~{+HRTA6N5nePmZ0#c}nDqxx|*w_dWR-RStVTkn`#59S-akFJx*kJhh~;MPU< zN-NsD(yF(~t&{AvIM{1(vUQLhau)mKkhA(e$;Y*my&QnO9FVPzY~6C$y5+L9l5Khk zw&^9=TFCzTEbOn($`&1eG9LDm@v=q7|ES-y{z;K7I?hnPC1n`DCGqzR9p|c!bB&I< zMaPS~V!n&J%5y-+AFFG*J~po9;^U&@57d40KQQi_-(g=Fh>q*k^DpX+=U;T#)_Qb& zK|NRFg7I99wBCcv@5jH7LdU<4(mUohK->6aIPA%A+4{+5HKF6ICcR@mu8(Z!8FUzgFWIT{(ec#zddJ*)$fo6@__*je zLb5OA1!~*BAG^PYb$_qhC69ILxad)|S@fvhCbt3F z#(6zq^LonGPxhTt==hyeddGZRAK9wQ=(y^#-Z8gcvcZMuIJi*nm|G9o`PJxnezo2) zw=S}6J@6YqaM#tPb$l5Pq-?3lP_Z@ESWRLEJJ-S!6HnKIPur;N! zwUX_#47SfQ*;>dp%z|y0C0lg-g*pcR!Z-%!uMHiq%EY*Ll!_lah`35*_b70=xH!WP{4^{rJ!!*h7bO zTUXSn$bL%DBxC|XP zF4H^a)-*ZihXC`Rej&# z)=u`PTG*dzWosjQ$p?GMCtEAoiq~K(UX!hb?0d6e-_Q)E&e(+?SFKp Date: Mon, 16 Mar 2026 11:02:15 +0100 Subject: [PATCH 19/25] sel_items and item must be set for a dataset * DfsuModelResults would fail if Dataset is passed as input since sel_items and item not set when extracting variables --- src/modelskill/model/dfsu.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/src/modelskill/model/dfsu.py b/src/modelskill/model/dfsu.py index 511e829d6..8c4538b4a 100644 --- a/src/modelskill/model/dfsu.py +++ b/src/modelskill/model/dfsu.py @@ -73,7 +73,9 @@ def __init__( item = data.name self.sel_items = SelectedItems(values=data.name, aux=[]) data = mikeio.Dataset({data.name: data}) - elif isinstance(data, (mikeio.dfsu.Dfsu2DH, mikeio.dfsu.Dfsu3D)): + elif isinstance( + data, (mikeio.dfsu.Dfsu2DH, mikeio.dfsu.Dfsu3D, mikeio.Dataset) + ): item_names = [i.name for i in data.items] idx = _get_idx(x=item, valid_names=item_names) item_info = data.items[idx] From 5c9b35c30e3c7c137796e3a2a251b80b0ab17d86 Mon Sep 17 00:00:00 2001 From: Lars Jonasson Date: Mon, 16 Mar 2026 15:00:17 +0100 Subject: [PATCH 20/25] support extract from dfsu and test --- src/modelskill/comparison/_comparison.py | 22 ++++-- src/modelskill/matching.py | 9 ++- src/modelskill/model/_base.py | 11 ++- src/modelskill/model/dfsu.py | 81 +++++++++++++++++++- tests/model/test_vertical.py | 94 ++++++++++++++++++++++++ 5 files changed, 204 insertions(+), 13 deletions(-) diff --git a/src/modelskill/comparison/_comparison.py b/src/modelskill/comparison/_comparison.py index f8fedef75..74d2478a1 100644 --- a/src/modelskill/comparison/_comparison.py +++ b/src/modelskill/comparison/_comparison.py @@ -25,7 +25,7 @@ from .. import Quantity from ..types import GeometryType from ..obs import PointObservation, TrackObservation -from ..model import PointModelResult, TrackModelResult +from ..model import PointModelResult, TrackModelResult, VerticalModelResult from ..timeseries._timeseries import _validate_data_var_name from ._comparer_plotter import ComparerPlotter from ..metrics import _parse_metric @@ -444,7 +444,10 @@ class Comparer: def __init__( self, matched_data: xr.Dataset, - raw_mod_data: dict[str, PointModelResult | TrackModelResult] | None = None, + raw_mod_data: dict[ + str, PointModelResult | TrackModelResult | VerticalModelResult + ] + | None = None, ) -> None: self.data = _parse_dataset(matched_data) self.raw_mod_data = ( @@ -464,7 +467,9 @@ def __init__( @staticmethod def from_matched_data( data: xr.Dataset | pd.DataFrame, - raw_mod_data: Optional[Dict[str, PointModelResult | TrackModelResult]] = None, + raw_mod_data: Optional[ + Dict[str, PointModelResult | TrackModelResult | VerticalModelResult] + ] = None, obs_item: str | int | None = None, mod_items: Optional[Iterable[str | int]] = None, aux_items: Optional[Iterable[str | int]] = None, @@ -734,7 +739,9 @@ def _to_observation(self) -> PointObservation | TrackObservation: else: raise NotImplementedError(f"Unknown gtype: {self.gtype}") - def _to_model(self) -> list[PointModelResult | TrackModelResult]: + def _to_model( + self, + ) -> list[PointModelResult | TrackModelResult | VerticalModelResult]: mods = list(self.raw_mod_data.values()) return mods @@ -1257,8 +1264,13 @@ def load(filename: Union[str, Path]) -> "Comparer": if data.gtype == "track": return Comparer(matched_data=data) + if data.gtype == "vertical": + return Comparer(matched_data=data) # FIXME: consider during Phase3 + if data.gtype == "point": - raw_mod_data: Dict[str, PointModelResult | TrackModelResult] = {} + raw_mod_data: Dict[ + str, PointModelResult | TrackModelResult | VerticalModelResult + ] = {} for var in data.data_vars: var_name = str(var) diff --git a/src/modelskill/matching.py b/src/modelskill/matching.py index acd5dc4cb..8d721ca51 100644 --- a/src/modelskill/matching.py +++ b/src/modelskill/matching.py @@ -28,6 +28,7 @@ from .model.dummy import DummyModelResult from .model.grid import GridModelResult from .model.track import TrackModelResult +from .model.vertical import VerticalModelResult from .obs import Observation, PointObservation, TrackObservation, VerticalObservation from .timeseries import TimeSeries from .types import Period @@ -40,6 +41,7 @@ GridModelResult, DfsuModelResult, TrackModelResult, + VerticalModelResult, DummyModelResult, ] MRInputType = Union[ @@ -351,7 +353,9 @@ def _get_global_start_end(idxs: Iterable[pd.DatetimeIndex]) -> Period: def _match_space_time( observation: Observation, - raw_mod_data: Mapping[str, PointModelResult | TrackModelResult], + raw_mod_data: Mapping[ + str, PointModelResult | TrackModelResult | VerticalModelResult + ], max_model_gap: float | None, spatial_tolerance: float, obs_no_overlap: Literal["ignore", "error", "warn"], @@ -375,6 +379,9 @@ def _match_space_time( ) case PointModelResult() as pmr, PointObservation(): aligned = pmr.align(observation, max_gap=max_model_gap) + case VerticalModelResult(), VerticalObservation(): + raise NotImplementedError("Vertical matching not implemented yet!") + # aligned = vmr.align(observation, max_gap=max_model_gap) case _: raise TypeError( f"Matching not implemented for model type {type(mr)} and observation type {type(observation)}" diff --git a/src/modelskill/model/_base.py b/src/modelskill/model/_base.py index 250dcc30d..229720c66 100644 --- a/src/modelskill/model/_base.py +++ b/src/modelskill/model/_base.py @@ -10,9 +10,10 @@ if TYPE_CHECKING: from .point import PointModelResult from .track import TrackModelResult + from .vertical import VerticalModelResult from ..utils import _get_name -from ..obs import Observation, PointObservation, TrackObservation +from ..obs import Observation, PointObservation, TrackObservation, VerticalObservation @dataclass @@ -75,9 +76,9 @@ def _validate_overlap_in_time(time: pd.DatetimeIndex, observation: Observation) class SpatialField(Protocol): def extract( self, - observation: PointObservation | TrackObservation, + observation: PointObservation | TrackObservation | VerticalObservation, spatial_method: Optional[str] = None, - ) -> PointModelResult | TrackModelResult: ... + ) -> PointModelResult | TrackModelResult | VerticalModelResult: ... def _extract_point( self, observation: PointObservation, spatial_method: Optional[str] = None @@ -86,3 +87,7 @@ def _extract_point( def _extract_track( self, observation: TrackObservation, spatial_method: Optional[str] = None ) -> TrackModelResult: ... + + def _extract_vertical( + self, observation: VerticalObservation, spatial_method: Optional[str] = None + ) -> VerticalModelResult: ... diff --git a/src/modelskill/model/dfsu.py b/src/modelskill/model/dfsu.py index 8c4538b4a..022ef454b 100644 --- a/src/modelskill/model/dfsu.py +++ b/src/modelskill/model/dfsu.py @@ -13,7 +13,8 @@ from ..utils import _get_idx from .point import PointModelResult from .track import TrackModelResult -from ..obs import Observation, PointObservation, TrackObservation +from .vertical import VerticalModelResult +from ..obs import Observation, PointObservation, TrackObservation, VerticalObservation class DfsuModelResult(SpatialField): @@ -115,14 +116,14 @@ def _in_domain(self, x: float, y: float) -> bool: def extract( self, observation: Observation, spatial_method: Optional[str] = None - ) -> PointModelResult | TrackModelResult: + ) -> PointModelResult | TrackModelResult | VerticalModelResult: """Extract ModelResult at observation positions Note: this method is typically not called directly, but by the match() method. Parameters ---------- - observation : or + observation : , , or positions (and times) at which modelresult should be extracted spatial_method : Optional[str], optional spatial selection/interpolation method, 'contained' (=isel), @@ -131,7 +132,7 @@ def extract( Returns ------- - PointModelResult or TrackModelResult + PointModelResult, TrackModelResult, or VerticalModelResult extracted modelresult with the same geometry as the observation """ method = self._parse_spatial_method(spatial_method) @@ -141,6 +142,8 @@ def extract( return self._extract_point(observation, spatial_method=method) elif isinstance(observation, TrackObservation): return self._extract_track(observation, spatial_method=method) + elif isinstance(observation, VerticalObservation): + return self._extract_vertical(observation, spatial_method=method) else: raise NotImplementedError( f"Extraction from {type(self.data)} to {type(observation)} is not implemented." @@ -164,6 +167,76 @@ def _parse_spatial_method(method: str | None) -> str | None: else: return METHOD_MAP[method] + def _extract_vertical( + self, + observation: VerticalObservation, + spatial_method: Optional[str] = None, + ) -> VerticalModelResult: + x, y = observation.x, observation.y + + if not self._in_domain(x, y): + raise ValueError( + f"PointObservation '{observation.name}' (x={x}, y={y}) outside model domain!" + ) + + elemids = self.data.geometry.find_index(x=x, y=y) + if len(elemids) == 0: + raise ValueError(f"No elements found at observation location ({x}, {y})") + + method = spatial_method or "contained" + + # Check if 3D for dfsu and dataset + if not hasattr(self.data, "n_layers") and not hasattr( + self.data.geometry, "n_layers" + ): + raise ValueError("Cannot extract vertical profile from 2D dfsu file.") + + if method == "contained": + if isinstance(self.data, mikeio.Dataset): + ds_column = self.data.sel(x=x, y=y) + elif isinstance(self.data, mikeio.dfsu.Dfsu3D): + # FIXME: open with specific element instead...make sure mikeio fix is in place before + # ds_column = self.data.read(elements=elemids) # when bug is fixed in mikeio + ds_column = self.data.read(items=self.sel_items.all).sel(x=x, y=y) + else: + raise ValueError( + "Unsupported data type for vertical profile extraction." + ) + else: + raise NotImplementedError( + "Only spatial_method='contained' is currently implemented for vertical profile extraction from DfsuModelResult. " + ) + + # get layer depth info + layer_boundaries = ds_column.geometry.calc_ze(ds_column._zn) + + item_name = self.sel_items.values + + # Flatten ds_column (time, layers) to 1D format for ProfileModelResult + # Need to repeat time for each layer and flatten z and values + n_layers = ds_column.geometry.n_layers + + # Create flattened arrays # Repeat each timestamp n_layers times + time_flat = np.repeat(ds_column.time, n_layers) + z_flat = layer_boundaries.flatten() # Flatten z-coordinates + item_values_1d = ds_column[item_name].to_numpy().flatten() # Flatten item? + # aux_items_flat = {aux_item: ds_column[aux_item].to_numpy().flatten() for aux_item in self.sel_items.aux} + + # Create DataFrame in long format + df = pd.DataFrame({"time": time_flat, "z": z_flat, self.name: item_values_1d}) + # Set time as index for ProfileModelResult parsing + df = df.set_index("time") + return VerticalModelResult( + data=df, + item=self.name, + z_item="z", + x=ds_column.geometry.element_coordinates[0, 0], + y=ds_column.geometry.element_coordinates[0, 1], + name=self.name, + quantity=self.quantity, + aux_items=self.sel_items.aux, + ) + def _extract_point( self, observation: PointObservation, spatial_method: Optional[str] = None ) -> PointModelResult: diff --git a/tests/model/test_vertical.py b/tests/model/test_vertical.py index f74635fad..9800aba47 100644 --- a/tests/model/test_vertical.py +++ b/tests/model/test_vertical.py @@ -70,6 +70,16 @@ def dfs0_ds(dfs0_fpath) -> mikeio.Dataset: return mikeio.read(dfs0_fpath) +@pytest.fixture +def dfsu_fpath() -> str: + return "tests/testdata/vertical/sigma_z_coast.dfsu" + + +@pytest.fixture +def dfsu_ds(dfsu_fpath) -> mikeio.Dataset: + return mikeio.read(dfsu_fpath) + + class TestVerticalModelResult: # ================ # Test basic open for different formats @@ -226,3 +236,87 @@ def test_vertical_model_roundtrip_from_dataset(self, vertical_model_df): assert mr.equals(mr2) assert mr2.gtype == mr.gtype assert mr2.name == mr.name + + # ================ + # Test extract profile and align to obs profiles from dfsu + # =============== + def test_extract_from_dfsu(self, dfsu_ds): + dfsu_mr = ms.DfsuModelResult(dfsu_ds, item=0, name="test") + dummy_obs = pd.DataFrame( + {"z": [-5.0, -4.0, -3.0], "salt": [30.0, 31.0, 32.0]}, + index=pd.to_datetime(["2022-06-14 00:00:00"] * 3), + ) + XPOS = 6.575e5 + YPOS = 6.55e6 + vo = ms.VerticalObservation(dummy_obs, x=XPOS, y=YPOS, item="salt", z_item="z") + vmr = dfsu_mr.extract(vo, spatial_method="contained") + + # approximate selected column coordinates from dfsu geometry + dfsu_col = dfsu_ds.sel(x=XPOS, y=YPOS) + x_mod_expected_close = dfsu_col.geometry.element_coordinates[0, 0] + y_mod_expected_close = dfsu_col.geometry.element_coordinates[0, 1] + + assert isinstance(vmr, ms.VerticalModelResult) + assert vmr.gtype == "vertical" + assert vmr.name == "test" + assert vmr.n_points > 0 + assert vmr.x == pytest.approx(x_mod_expected_close) + assert vmr.y == pytest.approx(y_mod_expected_close) + + def test_extract_from_dfsu_correct_layers(self, dfsu_ds): + dfsu_mr = ms.DfsuModelResult(dfsu_ds, item=0, name="test") + dummy_obs = pd.DataFrame( + {"z": [-5.0, -4.0, -3.0], "salt": [30.0, 31.0, 32.0]}, + index=pd.to_datetime(["2022-06-14 00:00:00"] * 3), + ) + XPOS = 6.575e5 + YPOS = 6.55e6 + vo = ms.VerticalObservation(dummy_obs, x=XPOS, y=YPOS, item="salt", z_item="z") + vmr = dfsu_mr.extract(vo, spatial_method="contained") + + # number layers at location from sel + dfsu_col = dfsu_ds.sel(x=XPOS, y=YPOS) + n_layers_expected = dfsu_col.geometry.n_layers + + # number of layers in VerticalModelResult + ntimes = len(np.unique(vmr.data.time.values)) + n_layers = int(len(vmr.data.z.values) / ntimes) + + assert n_layers == n_layers_expected + + @pytest.mark.parametrize("spatial_method", ["nearest", "inverse_distance"]) + def test_extract_from_dfsu_unsupported_spatial_methods_raise( + self, dfsu_ds, spatial_method + ): + dfsu_mr = ms.DfsuModelResult(dfsu_ds, item=0, name="test") + dummy_obs = pd.DataFrame( + {"z": [-5.0, -4.0, -3.0], "salt": [30.0, 31.0, 32.0]}, + index=pd.to_datetime(["2022-06-14 00:00:00"] * 3), + ) + xpos = 6.575e5 + ypos = 6.55e6 + vo = ms.VerticalObservation( + dummy_obs, + x=xpos, + y=ypos, + item="salt", + z_item="z", + ) + + with pytest.raises( + NotImplementedError, + match="Only spatial_method='contained' is currently implemented", + ): + _ = dfsu_mr.extract(vo, spatial_method=spatial_method) + + def test_extract_from_dfsu_obs_outside_domain(self, dfsu_ds): + dfsu_mr = ms.DfsuModelResult(dfsu_ds, item=0, name="test") + dummy_obs = pd.DataFrame( + {"z": [-5.0, -4.0, -3.0], "salt": [30.0, 31.0, 32.0]}, + index=pd.to_datetime(["2022-06-14 00:00:00"] * 3), + ) + XPOS = 1 + YPOS = 1 + vo = ms.VerticalObservation(dummy_obs, x=XPOS, y=YPOS, item="salt", z_item="z") + with pytest.raises(ValueError, match="outside model domain"): + _ = dfsu_mr.extract(vo, spatial_method="contained") From dbcecb30a93dc94ed5ac0ea821846e75098a1bfe Mon Sep 17 00:00:00 2001 From: Lars Jonasson Date: Mon, 16 Mar 2026 15:00:27 +0100 Subject: [PATCH 21/25] update notebook dev examples --- notebooks/vertical_skill.ipynb | 103 +++++++++++++++++++++++++++++---- 1 file changed, 93 insertions(+), 10 deletions(-) diff --git a/notebooks/vertical_skill.ipynb b/notebooks/vertical_skill.ipynb index 28b144414..6c0f610ce 100644 --- a/notebooks/vertical_skill.ipynb +++ b/notebooks/vertical_skill.ipynb @@ -10,14 +10,24 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "id": "4376a422", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] + } + ], "source": [ "import modelskill as ms\n", "import pandas as pd\n", - "from pathlib import Path" + "from pathlib import Path\n", + "import mikeio" ] }, { @@ -25,13 +35,12 @@ "id": "3695d1d4", "metadata": {}, "source": [ - "\n", "**Read obs from csv**" ] }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 39, "id": "7e1e20ff", "metadata": {}, "outputs": [], @@ -55,7 +64,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 40, "id": "84af2662", "metadata": {}, "outputs": [ @@ -87,7 +96,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 41, "id": "e30b8878", "metadata": {}, "outputs": [ @@ -109,7 +118,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 42, "id": "13623923", "metadata": {}, "outputs": [ @@ -133,7 +142,7 @@ "type": "float" } ], - "ref": "0fe4926c-0fe6-4bba-8db6-76ff60bdd383", + "ref": "1d7a8267-cda1-411f-9858-af6fde3e9e4c", "rows": [ [ "2022-06-12 11:43:00", @@ -498,7 +507,7 @@ "[144 rows x 2 columns]" ] }, - "execution_count": 10, + "execution_count": 42, "metadata": {}, "output_type": "execute_result" } @@ -507,6 +516,80 @@ "vo.to_dataframe()" ] }, + { + "cell_type": "markdown", + "id": "01dae719", + "metadata": {}, + "source": [ + "**Read model**" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "id": "3b378880", + "metadata": {}, + "outputs": [], + "source": [ + "# Read model from dfs0 path\n", + "vm = ms.VerticalModelResult(\"../tests/testdata/vertical/VerticalModel_at_obs.dfs0\", item=\"Salinity\")\n", + "# Read model from dfs0 dataset\n", + "vm = ms.VerticalModelResult(mikeio.read(\"../tests/testdata/vertical/VerticalModel_at_obs.dfs0\"), item=\"Salinity\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "id": "554605bb", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "vm.plot()" + ] + }, + { + "cell_type": "markdown", + "id": "fa7a95f2", + "metadata": {}, + "source": [ + "Read from dfsu and extract" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "id": "454ccc2f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + ": sigma_z_coast\n", + "Time: 2022-06-12 00:00:00 - 2022-06-20 22:00:00\n", + "Quantity: Salinity [PSU]" + ] + }, + "execution_count": 45, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dfsum = ms.DfsuModelResult(\"../tests/testdata/vertical/sigma_z_coast.dfsu\", item=\"Salinity\")\n", + "dfsum.extract(vo)" + ] + }, { "cell_type": "markdown", "id": "f83c3d95", From be5012c86763b1a894a064c032ca1efc191fdfe8 Mon Sep 17 00:00:00 2001 From: Lars Jonasson Date: Tue, 17 Mar 2026 08:52:29 +0100 Subject: [PATCH 22/25] use parametrize for test --- tests/model/test_vertical.py | 52 +++++------------------------------- 1 file changed, 7 insertions(+), 45 deletions(-) diff --git a/tests/model/test_vertical.py b/tests/model/test_vertical.py index 9800aba47..7afd4ff3b 100644 --- a/tests/model/test_vertical.py +++ b/tests/model/test_vertical.py @@ -84,30 +84,12 @@ class TestVerticalModelResult: # ================ # Test basic open for different formats # ================ - # dataframe input - def test_vertical_model_result_from_dataframe(self, vertical_model_df): - mr = ms.VerticalModelResult( - vertical_model_df, - item="Salinity", - z_item="z", - x=12.0, - y=55.0, - name="test", - ) - - assert isinstance(mr, ms.VerticalModelResult) - assert mr.gtype == "vertical" - assert mr.name == "test" - assert mr.x == pytest.approx(12.0) - assert mr.y == pytest.approx(55.0) - assert mr.n_points == len(vertical_model_df) - assert mr.data[mr.name].attrs["kind"] == "model" - - # dfs0 dataset path input - def test_vertical_model_result_from_dfs0_path(self, dfs0_fpath): - mr = ms.VerticalModelResult( - dfs0_fpath, z_item="z", item="Salinity", name="test" - ) + @pytest.mark.parametrize( + "input_fixture", ["vertical_model_df", "dfs0_ds", "dfs0_fpath"] + ) + def test_open_and_parse(self, request, input_fixture): + input = request.getfixturevalue(input_fixture) + mr = ms.VerticalModelResult(input, z_item="z", item="Salinity", name="test") assert isinstance(mr, ms.VerticalModelResult) assert mr.gtype == "vertical" @@ -119,7 +101,7 @@ def test_vertical_model_result_from_dfs0_path(self, dfs0_fpath): # with x, y mr = ms.VerticalModelResult( - dfs0_fpath, z_item="z", item="Salinity", name="test", x=12.0, y=55.0 + input, z_item="z", item="Salinity", name="test", x=12.0, y=55.0 ) assert isinstance(mr, ms.VerticalModelResult) assert mr.gtype == "vertical" @@ -128,26 +110,6 @@ def test_vertical_model_result_from_dfs0_path(self, dfs0_fpath): assert mr.x == pytest.approx(12.0) assert mr.y == pytest.approx(55.0) - # dfs0 dataset path input - def test_vertical_model_result_from_dfs0_dataset(self, dfs0_ds): - mr = ms.VerticalModelResult(dfs0_ds, name="test") - - assert isinstance(mr, ms.VerticalModelResult) - assert mr.gtype == "vertical" - assert mr.name == "test" - assert mr.n_points > 0 - assert not np.isnan(mr.z).any() - assert np.isnan(mr.x) - assert np.isnan(mr.y) - # with x, y - mr = ms.VerticalModelResult(dfs0_ds, name="test", x=12.0, y=55.0) - assert isinstance(mr, ms.VerticalModelResult) - assert mr.gtype == "vertical" - assert mr.name == "test" - assert mr.n_points > 0 - assert mr.x == pytest.approx(12.0) - assert mr.y == pytest.approx(55.0) - # ================ # Test failing and optional args # ================ From 9d7bafcbcb2bbb3cc0dcd8a8ea11e01fadabad6b Mon Sep 17 00:00:00 2001 From: Lars Jonasson Date: Tue, 17 Mar 2026 09:30:08 +0100 Subject: [PATCH 23/25] extra check for roundtrip test --- tests/model/test_vertical.py | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/tests/model/test_vertical.py b/tests/model/test_vertical.py index 7afd4ff3b..df1f5e52b 100644 --- a/tests/model/test_vertical.py +++ b/tests/model/test_vertical.py @@ -199,6 +199,10 @@ def test_vertical_model_roundtrip_from_dataset(self, vertical_model_df): assert mr2.gtype == mr.gtype assert mr2.name == mr.name + # Check that changing name of original does not change roundtripped + mr.name = "changed_name" + assert mr2.name == "salt_model" + # ================ # Test extract profile and align to obs profiles from dfsu # =============== From c585d6770692c169326b2bb7c0807c686448b4be Mon Sep 17 00:00:00 2001 From: Lars Jonasson Date: Tue, 17 Mar 2026 09:53:21 +0100 Subject: [PATCH 24/25] also check verticalModel depth values --- tests/model/test_vertical.py | 15 +++++++++++++++ 1 file changed, 15 insertions(+) diff --git a/tests/model/test_vertical.py b/tests/model/test_vertical.py index df1f5e52b..b4f85349e 100644 --- a/tests/model/test_vertical.py +++ b/tests/model/test_vertical.py @@ -250,6 +250,21 @@ def test_extract_from_dfsu_correct_layers(self, dfsu_ds): assert n_layers == n_layers_expected + # === + # Also check values + # === + + # expected element depths from dfsu geometry + element_depths_expected = dfsu_col.geometry.calc_ze(dfsu_col._zn) + + # element depths at first timestep from VerticalModelResult + element_depths_t0 = vmr.data.sel(time=vmr.data.time.values[0]).z.values + # element depths at last timestep from VerticalModelResult + element_depths_tend = vmr.data.sel(time=vmr.data.time.values[-1]).z.values + + assert np.allclose(element_depths_t0, element_depths_expected[0, :]) + assert np.allclose(element_depths_tend, element_depths_expected[-1, :]) + @pytest.mark.parametrize("spatial_method", ["nearest", "inverse_distance"]) def test_extract_from_dfsu_unsupported_spatial_methods_raise( self, dfsu_ds, spatial_method From 6b214d4646d77c7f2130ab450c41b589230e69a1 Mon Sep 17 00:00:00 2001 From: Lars Jonasson Date: Tue, 17 Mar 2026 10:07:46 +0100 Subject: [PATCH 25/25] Optional to type | none --- src/modelskill/model/vertical.py | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/src/modelskill/model/vertical.py b/src/modelskill/model/vertical.py index 35dd76250..659d2d02a 100644 --- a/src/modelskill/model/vertical.py +++ b/src/modelskill/model/vertical.py @@ -1,5 +1,5 @@ from __future__ import annotations -from typing import Any, Literal, Optional, Sequence +from typing import Any, Literal, Sequence import xarray as xr @@ -18,7 +18,7 @@ class VerticalModelResult(TimeSeries): ---------- data : str, Path, pd.DataFrame, mikeio.Dfs0, mikeio.Dfs0, xr.Dataset The input data or file path - name : Optional[str], optional + name : str | None, optional The name of the model result, by default None (will be set to file name or item name) item : str | int | None, optional @@ -37,7 +37,7 @@ class VerticalModelResult(TimeSeries): "first" to keep first occurrence, "last" to keep last occurrence, False to drop all duplicates, "offset" to add milliseconds to consecutive duplicates, by default "first" - aux_items : Optional[list[int | str]], optional + aux_items : list[int | str] | None, optional Auxiliary items, by default None """ @@ -45,14 +45,14 @@ def __init__( self, data: VerticalType, *, - name: Optional[str] = None, + name: str | None = None, item: str | int | None = None, - quantity: Optional[Quantity] = None, + quantity: Quantity | None = None, z_item: str | int = 0, - x: Optional[float] = None, - y: Optional[float] = None, + x: float | None = None, + y: float | None = None, keep_duplicates: Literal["first", "last", False] = "first", - aux_items: Optional[Sequence[int | str]] = None, + aux_items: Sequence[int | str] | None = None, ) -> None: if not self._is_input_validated(data): data = _parse_vertical_input(

    ^hml(ZY@ZPP`_CVKWU7WOmjlll$^lFmM> zY%ieh#Onb3<@^Zx494C??RZ4Ln>j2|@>A1m$Hq&hsWEc5XQWJ__RQXZKhy`-&3ek7 z370(7nZCQJo!g5;!$qQ&D6_E9HTAJ??g z=xk)2f{&%HO)T)YSrg(0KP!fxH6m|R;y90~)D`*!r>)e4Kf)yly}!N-{pR;@xssK5 z$`LIwRU@T%Z>w~Rw1}DfzZkt#%}p*LkG*|_y>3C}auw+KWqNpQ^8?-Q=erna7xFep zlv5cJq*C2jab5&;JV&I&mttRv-U=NeuP|<0cWAu2uur3A^;<(M)L>rNEyzaSKz-dn z{ojL64Ps8eeWm|EM>{@3i-Oet7A_ajZ#C>z4<9RD-6FPDPzm+G7yY2LX^|{mkCNmk zeZvE9D8I-7iJu~6ByjUK?deVN-9O@>5Fs{ClSeKQD;bfw%kc3qa@|(w5)a`I(ZtRf ze1ZNV9q{u!_~k(6@jL@HJex&gPq077N5iRk9q_*!)U})V?PTVC-vE>y-z;5+KIC+y zRCJDzEP+?-VWrLjLTVPF^G?rqTaY zWWV+~PReG8ku+tZBnmps!}R8Tn4|MtY~Po;yHf|qQS&TM>jPD*R;>+VEuzx3qD$;B`H3A>c#`h;zKnICEFYIIgbCh0rTC((YOO^+Y z$+B%uk{pjul<6S}l9_!(>}2+uOSlJA9om&I|Kj>T@u{SZ}@xALx>JRIya2&nhudTUm4{DO>1@-40dlTkZ<0o~_#NGxu z6^yU-q}G!2dki424Q1WTt0Ve5I*<7Hoqm8Z7vWDob0$cwlF_mYYSvZgs=*@YddfnN z^qwB%8gv{8UOI7b- zmX`E~e)MjB+o8jYFpEP4@-_DdwqV=6^v*@tPd{i(zNRNw^)6Aeq>leTw7qv!R7n^1 zi#aRCRz$^|6?2B#<}50bGc?_1)G;T_Sy50&9Tjs{)G^zfZjwNQag1ZmIXh;(zn=Nl z`u>>v-goAeyIgy9OP^DxYS&Ix>pV}XXx9W)^tf4#bZ1|ul3Bf@j&AUgdj18vM(_I{ zu?PADdwKJwsECVN+oP@_1G$y61~W-_h}H80w#KC@>qgFUmOXDn*! z1*nHv%g81H@}U;O7e3Et4-30odY&A}e5&ch zf`;tXykOl;j(*KLsq9GN`C!%_L&>$Hp@C#?chy?@l)^fRxSk_BF@QDj+#*)BetMcJ zk&vRU{*?#yn`wiL~a?xBJ&v*#cqZNOl=6Sl49J`gA$v&<< zG-9Qwb*DqA_jA2e_J^PrI+~y|*w-w+1lnEpj%+nTE!rth9$D)^{g#iK1)YSyW3QRM zmw!Utb^rfRqc{M2`00h8T;CQf+kxWjO8_?73%K@LUik+meD5j{H%=H`ca{z!;SzZNE; zKoF1i0p`4hSKCv0{hinSPw?7*p|?=Ayr8{jocQ?;xO_HX0XYm(^gFM*e+GW!86-#F za=Iih;yHQ$^bD!Vs?i5~iZNx^yK=pdZhHoCIeWaCz?PN|iK(Dfr)0~01R-FJW@BpXV zUuO>AV0Ry(?_fS{Fz8rd5fgR;^9A;>oqm>e0G8HMFS;tgsk>ocz&UPK1v2ps==2p% zfj^{|V!${i4hQ0=haw|fF9Wi3GVjF@X*&TJczIwg*mKjRK(@`y;f-(^^cuh7nUjDx z&w0u7u)Q+LKsmMmuSXwKGTkMc<}EKC1WNBhp)vy~M@}GO6=-XHKj178oQzEWa?e6% z=l5z}q$J`)!W(bixF=3qk z4UFR&@VIRFV-cQRl({VcEQ$X|0+}lhG)1NAWjin`k0o3?T`ymO1IM-qlw5_NkhvKu zn}EfIR?y2-9nctis55{&#Q_yvQdTbx+3+`@k6VCr^yT#LUx0_?hJK{$PN-2<^_251 zd&_f!mn@F-TecDMi)@-m1U{;BDSXF&#u_B3$9FHj%+*Q0?! zj#Y!o!wCplIdADY-CGVE@|7Nw1I5%XL~_%=2w;~jeSqh5wDsp_jt= z%y43gGn6wOj{!N^&$YXmvv^NQzvLyg-TfuvYlv)X3oO<%Ty|~(x|KrQx&&nfbCq@< z>Vb#ha*)rOcYuangC+z!+=xv~J{&F$_WiVo7n3}jIGYtUBabEFc39tc{z4` z7`@a#k5B%N-&`Rc^1Rcw>tacVns8snf7 zV2*~mLRSNXax^y78#>VhpvWG~q(xGC#0p$n&?MJ-%REGZC zgZApEUV5$2i{p6Uc0fFr)Ytz>u`=LOnCO5V^(yTryUs$d0_DbJ=$_h=D;F;V+BFl{ z-$=dm4*@dR3mB&@9#_|kr3AKu4QDo4CP zg#4LPY7c~lXDjp-M~JCMq2V}0UWo(dwGB#}b`rA=bM|8xzSDhgD`P{ zBB&<0;#+c*$i2n+e2ovcn@R4(@3NPHUZFVfULdi-*u(>%mES%C zb?jo4ie34CXJ`U|vB$Org5Aa_wVMI$2ddr}zjSNI!s*S@t->5RoUx16U*Waq9_jCW+WgT!>l#6+_(Ut7*O>TQ2WpiHd}32c-0OM~2=-NSA33$yDPj<@I6Ho{a3i#2lYxVx z1F1&NB~C3k%UoNbNl655ihpHe&I=C-m*G8$W6e3uKG{nuyz!DP8gTot0P%hoEZ1~l zGTlut25N?vErEX%Cu*aMisY2;_|kY{%}!{Pc2LLdCSKgZmwqDe?a677e2=I_PKHa} zZPdfW&B8x1Fa7<+K_4uqx)V42fnc8?jsVG>1uQyuL#P{?8^sZM*T^VmfMFM`jEw=m zjsY(H0K0Eb47VFktqw$b`6#2jj{q7Dq$dKzm>CTUp??y|~W714=R| z!#tv>Rqs&S;BOmB8|5yr?$6#(dI0rq1l7cMAll>TM+soxD}k=>z#pQp|K32qcK|D& z8PivC?e~zt?7mVbZ=iG-7$zaq?C*Hqj=Mn7@$t5d_j?0;y#+qhiuDM(c#B>N)?)nS zfYU>F(2E%G^aGS>uf1j4_yGAZCRFx@)2}Vm^2BHFviN2VXd&>q*Y%B3h)-9b=Qk=s zt%3g~@|^2H;>Q5JFM7`)H;(j!eoW-qwJQLJALu7l ziUdmY`62R>xTZrlTkzvf3JR7$?j6E-f&1qgO?;q@82+D#UUs9S-CfBeuE6)3LM<{8 zm^<@VZwzzHb$gjZkAYBz@XWsG&g=mlLnn7B(91_o6!(=)L;WT8aj@JY_Piu6*pa(u z5kn3WPo|;Uj;*12ae-C>eGRAmWOTisvDPUDl>_lj5U1Wyzu*UT_CQI5 zkHk=emre%;oWlCw3M-prA`S1-c8Ioya4JL^piT9m^KY~KQR3^^xeyd zy?Pm?6LUR<@#%ht+Tx5+W~V~Ua+J^Q^lO7r@>sFUc=BhQk-7@|UJs4RF{1==&8dS% znX}I*wRRb0(Pk*4R`L5hD5N5>>9J7%95%|lLq^%UAG(1(=xZBu!Tsx3FmC!~qnRm+ z&KL8XL}UR{4+&kzysqYNKSPVLnD6v`5&a%K2>mi&R!`=3zn^Sntyr#Ks9Xt#8U<+b zulw~f<}K6@kD$27geKqsl#{;@7g;BSx|6$z0ddqTbM6rfsWs_OW2({4uT5x{t$R~Uo6Bo08A;n*o-$&1Y_U=I4V#CNdw zgsQ}i-^iCIj8G{uUmJ-rQBVR+gW3TYe773V91dn}LHykL6^c0Q`H($%kGf?!f1AxZ z#&r^7rap?R#2S%Wpf~H)*Tl#Y(6RNY?kjN}1Lb7D5GiscR6G*HB#!k$Qxh=p`P2)v zJsMq2W^Ec$0Vh%%S)5+w>*U%3ZBK8n7 znxl(q)$s}ZC8az*S`wSf%kzjKPai?Yc^&$nBiItQ+T<7LRIrr*p6`g>`ttXk2Z&vJ ziA}q(BWx;={&k#elxz5HPUd33xe$4KHdH2K4{ums>NRT1yR3)aQ_E2Ecr*7lDaShN z9s2d7mfD9M+`R#GC^O8-q{pD=iU|D}FM5dn7%XMPfKI)g(`2B#n>@Q4% zij2Bs6FKWKHDEYvOjq(_&brhzrCBRe8{ePmC9V~{rCcXs?BxJ?P$EPw)_|s`A#^pr zLT&btT9E!Vp*}n@l)OfLxU4DEk&e`>tdRo9Wk<$nDV3gl;Vy|}OZ*u)5Y}kW#UB?s0$6>Q$pa&WSH5hTX=P>dGaqKSbt_d_s zXLOSj9StPU3~l2j1#kFByeUXFoD3Bg)-*}c(EOgmKVLB~*x@JYr<2&rn>^G>#HaDp z#H;T>Ws{1HP|tgzl7cuggSa>P5Y%zRf_ub*XO2+rxag%hwO*c*)Qi-2j@WRB5xeCx(LG#3 zsUaUavCo3vR3b)}JI=a2owm|wH-Xxiy6)O8)=6uqqvo*w#1A~UuNlt`U_N)D_fzaS zr5qyP?PX548sr(ZMFx8``@Z?h&_wnp+EH(9fR6W!LGm!qYu{1_Fz?Hm!w-B8e-C{L zHCADMo5;TDF>+(^cxY-4K)3ABO-y&YOIl1HF}C%T+|B zwC|Dt)iQCr8o9dfMQDL}-UZg$ed*up9R}%weJ9Lh9W%}#F}r)n+lby0P_3Wr8|R5m zeI=z$sFY`oG!Xx;ei4et8qiaFLaV|$pwTq)_$(;kxW7Rpe;)`a6`!e%W!>00&sh?`Dr8g1uSl&yn6<(&2%xG=CB(K2U)8NT{sX7$$CK zST{DMj_(Nl40U@<9oE}AVhgb>6C3$#(MxXZ!*w?LjAV{ady1)pmn={9lMcs%<#wk~ z8Mc*NhD{YM94=iPY?P_&p;g4*sND-YQlpn*|Edt{Sv&gq3@WnUsjE*DH@kSsdDbXN z?058N#agog)Kc?U-)!PqYW5k7;dkPEactopVqm>I4LQ#Dr3d-G51XX6Ik%9#XYM;X z3ELhFeUuM-#*BGDTh;-rB~~#$`$kYRIA@oLp)#0UI-v&l5+nWXiMe^$6QQ1PfnFu{G5coMiJP>w!x9E9 zTbMj$kLv%E8YTNfomNP>0xNI^=HZ0cBX-DthM%q7uhTyM(uR9t%|K2Nh1l7?Yq~o+ z?Qm&ZduIM0Yx^6b5IfsKAa~_nZ9RjKtdhjwr;=_FeN!&}r9-*{+GC9}!3p z;)W>XpZD|eKAqNUxvigO+KsifjVQ#<_Fa2=Os56iu>JnOKcjn`P79rCYvafI`gD#? z3+UCFcA^;LkF~Y&SDjXF(~tM5s8y%U@v_ZBEPeX%eqGwg5kA#^ykCw-b=r;7wsy?) zD-Ow;{=HwR(~e!V%|X_*cYmu+tJ}%e&#Y;0*e;zme_+#zmUTLl5`l?P={+TpLBdB9RCr2ysLH-E)&y=(HLqZO{Gp_m1IS&1$svnb&L}3w&zE1T@d1iD8w0YLjHRjk79IMw=K3d zPIJ8(i9=$MC?pbzK!OlAL?OFl^7nrB z>Y>v{4rs|WKi024BXnByO53xX8J81ckJusq`PsqVIxUyg_Uym+E2Ir;l_xg+Dcbnw zZT9w|jy-E@^PlzMStp&QceP#r@8_aOPn|YC!glX}AFFqLon{?p8_(azy8c-y&3-&Y9sHL(zZ9U{r&&t9$qOfSohE0&`%T+i9{el$iE-UB-E2A4%>8jl zEb`;+M*pJImfp4b$Z6Wk+P2Tn(rMdVY;8Nywmo8p+(dU~Cs|3dw6 zcTm>VHRp{wZA(X+4`q$+&mYujn-ALhmv!^`YKTsoG5VjypYD!2&Hr}uEE`YwdY#sw zc-HB=+hLvNonUM4$L+l4FrC(Aj!iFFZ|B>|QN7CjZ#n80^2Lqgwthw88xcql;)W>1 z8F51F5j*5R`%Y_Y^QvT>ZH}hSJ@Vww+{tsJkVqr~2}0Zug*YQlh&^J5{OA7druL5b zv-XbSx=17f2}0Zug*YQlh&^J5{O7hhP}5ag|Nl?S>JzQg7O%{@aqo!LY5j6#olkV$ z%{p^<*0r~4Ej8zttQ&6?*7fE8T-X0^b32E9uFifge^I04sBcxlK+pe}mZZkpC8+h! zpsEN2UTqKToY(tvT;_G{bG&ZN>)T$u(!T#Xu)F)b!pa3xe8b38%!a1I_?l%0Xb{1@m&6 zcGGw@+5>pSKp@jV1I{(Fswo3gRlzYp0V^b`HSH3V(|RCJ?SORVx2O`2p*cAZR5jhK zbjYvCW=@(1`aI99@&Xl@2;9K~Xw>hAQk3bVMa|?j|Bn};+c;!aW7nD0ap2ywxwg}E zAPhhau8lRT_M>P6+KXWkKq>~BRZU*&ukQ_Y#|ogkz(0NiR}4(L(oa`x~2*$f+2C!>j0QqV24e-KKz>x;hZgT2hCy@_Z3PgnQ76Im$Zy4ietbxPL>K5Y+ zfqo)e8=x;GQ`ODD6g6O2qH@}6QEP4iNf-%~yam)Rz&L_{b3D%v6r&h$dmtSiz)%_i zKbZ}LDIPe+yQ++{I?xv&B)Mw??XJiF8*wTszgGvc@dmiY5q>jNGpiF^dxL8~bKOLs zEX9Dvy1H_2N1*uK(PF|OgetY8Y``N^#81_DLd z3hX7uq7st1jyWyGxL!E{JqFt0i|q&A0#bqK@DJywz~z8Xj0{Uw#xIG=SSmps?ukx$ z-t=>3RWuHI4(77mWZ-1z>N<8&iRT24fl>w?HbRHl1_47EoT2<3tZH<=RF&2yS>^Ri zRDJ;o>ZaMEx=ggF8Bn7XZER5kYg$xg2a6j18ETk#v&w;8R4NJG3Xqd|H-TC6*^PH z53sJq!0onw=cMP0@xXVn>%@4qB>_lme<0BwnQD23OqJ`7RgHXsUgd*Ua4*iefbYYC+e zRvk*4RV49w1Z|He9v}3~P(#dC)pJ*xstQyn-77)e_OhsFyRe_;_$0A=@ou1=z=E8{ z0|y@k{0=yh+alulHe&uM=tkZFeP$d(=xa+peF_l=OQ4%_&?VuAjmvpO zRV>e`+Q5K%0V5s;RJgDuMSTV$Ru35O6KH~Z;G=g&0#hTtmyHKrxd}=Y?6fknjJP^# z4)z}mbw+3ATYwSfNK-SLrKm@F5>yA`!K9`5MmHdhHGo)^0zO+1IB{O+H*x`u%Sn4k zS>RC?ph*!xMUMi%_P+)UpD~^zhLmSsJkaNK;EI9hvOc=Jc;BR^JT$4V&rGTgbSOzc z3^iba&4CN%a0QO&5BzH(G$7boJn*Xmz|opKNLL9#P*DXYsSGG%24T+|mIJX20a6M4 zYeEZ7k!}K=0G|)q1BLW}GGz#Ti~<^bj6Tw*`fq`50#p9Eid9X^OjEz;PN+JSl2rM; z2`YdX^SKQ42PSgDOva2(@^ryA@bA|(>Awy*Wj5^ODe%Ud$98y$>5yA?U62B+OufP$j@ zUwQ0gMaJPsp2X)iF>W(;+9l%sVQj0#BB(j2Q9k|x?4BB><`JOy(3pJxL=8{}>Hr1A zccxW6$iXS*&;>1Yz*h1D=O(A-0#4Yz70_Jl-SxM4wFl_B3p#1U=T~fY2Y+jK9r}_x zJmVgaStM;1e`hXtV*?dqsZsXEt0ZcTmCxhVlv2=iR0mE;Ec}Q)ufUHR^ambZFJ5&l z0t_7gIGmT*TLyn$rntEnr=BS0{x zc~QG{0)~ulzC*VSDgx;&N#4tkuh=oK=&`_C##Y#*b^%F!-;rmGgHCXZN#zH^o5Pr< z4wg?+A0HBji&M)UA+F5FM@K^KFp&BX`7jLIngFD9Hug_t(Qe2=+>H+LF5K5B~nz}WY`&L2WumxXy4@7=&s=8h@NreDU?(hl99db?@ zKHy%K7@W(jZeoYyh^g&AXzKE3#$`tySLj%?!*8IUQOQQ`8lvJqX|DqqR%-p)$IP%_}Q%LVYL&=AKEbI zXlmF})W^3q^~gdj-a$KS@gw^0OZ#)z;dA)WB-)AL_XUjqm*4-23zs%nRZ5*ymAWAj zDk^*je<_P^7EWOea|{}+Lr^{*LBZm$m47bD+=N&=F(MMgc3HO71#9y+`aEO#FEV^m#J%RxxVA z`=_9UAcnLdr#8=l&E`fIkSx^3WUXgVk*UasOJuq($dGI6Jy-z;x&8IOR`MoImbi`llKqKJFI6a`L zLf_ZX(-ZvbTAeht(lJGCTb!s8wbAd1~fQ~}=KWI^j#I$TdX0?>DCy<|-U{@W{)v(><>kw?Q60{G@aa$-?YG5BOcEr+e zP^i(jW#p1V-Rg>8pxri;_{fmm? zCUan=4}V}+tFiAF=&8tM)-c#-ZS3<1c`xKiyjuO0`9hD~oT1ae?+>7RPme^Ur&hKv z%=j78i(%M(8)#5!#jDHIfnUgdxA=eMe&};F`w82a3u><_=zNUA4@N>Y^C4ZWSOs0w z&&ewDP@-CPj&;y8#=C;LxIb&Q9{3pltS;!G19W%p)EtAM1z1eoXom9X4rBgEewuAn zEAmno&Pr2H_N1riK++dfitX+JJdHTMQokpM|>j|JhaEBa}oEMyG68> zU`K3VUWYQDJCRrT==0vhCgR>xY6xvG1N^h^73$-dy7MGV0=u`1O8bbv)EiDa3%8nJTnzCTrSE<>{B9 zvTd`f<9*ZA{HR1#)z_l-Ei|ht^;ma&AZ}k_+{DJg*g`(;b>#b&bF2?;&?dU?{0)8O zqn0jeRt1O^pU4RV=0WX&&i6Afhc;kWd+=}cS}>i@OU&0Te2JL4>u1JG{}LCG*YU}L z)1j-JMm(EIZM1;4_^lOv|LIpvMe^(%JlE+e*S};;Z=t>U44qGQ;t%;ZXaIAIj9~7D z4r1LtlpKOC29GDc(PppttWjvM#~R`?eY#B@AMKI`ZE>Qy%ewh4abO0u*Ai$@DrB0} zO61Z7C>*JkDttAmUmU2<6>}az{flj$AzqEe*Q2S0=5A z824K0d3Wl)8c+!pr>?h$HmEfAj?EWp59L!RHT4W^eHGNG+i7bvHTo#*gqZing&6+S zq%KmkRWzAYdJ21s^zGdTlUh=qJkXgq$^F$v;(x9twVk@nzK2Oo^QER546Vxy_769h zR1vF54Wb?AoWw2mk-}JqyR%2IkA1-VF6;>jv4}cn`3tLh4i%+CrbVsWXI7TZ#68CG zj=IJZI|zD3-g{1dM(Po_1V6gM{%FNw?6Fj0jaL^MMcOt*XR0|rWvcSUS+`Kfyc-YY z3i~znrX{LSC|)aBq0b71uD1@fBCHLse4%dqLsO%Xm`}tZa`(&v>~FE&t5Ow;6WVoe z#NI8`vEyrGsxk*Mpb5@UQ3KLd^tU9nGzV)TXfD^kV6925UTHLKda-9o|NR)(P}}&( zOAejLHC@aqCsMmT@sIU`ff_pA-=x|>f40KOq&Al~sfD#n(1k#g@)&(KhPHBoRc&sa zrUr~pQJo$qsn+8XRmc~pZ`faY(vdd4LWhEnl*P6q@Db|?a>PmYg!tPsVtWpouHI9- zkQ3fftNfghs)jlxE9XW~=+Z|6waG@}={jP`;S<;ubALQBUd52}#t=`tbJ}I!*}X6>dA}ks849$YGn<#nw&O~*gKp!j!hk&0v*>f)&>WleMzF}LPfWilcs@#ZtM+xz#3lpPXY>X z4oV7M$qzVh5T}z+f+QNm@GGy<1M#Rc#~_}(Nd(3NS$$|XfD0w_I=lrKR{I!UyHD*S zkAaQPm=GWh97AOP@i1{*2#g*WZFV3+uE(H30pj}fIk1Y4+>2~`3*_i2u!{Ro58Q>W z5Ft6eRH;$YFg7a87OY;1zx#Z`;ao3NH7Ts|Tcv+9>*<0Ybz>wT7 zLyvMUO#G1r(5}o!*RGX;4i^uXpghoOp!bX~oO=J1cCP|wiu045Ap!Dq7%=T^p|ZUz z6alY+DJY;S;lNKuF;`>%f{0szRU9^82fqB)5vT=_f?t?_cOXFvtmrSzAh}K$BnW7T z{wNSj?Cv9Q%ca=h2cRLBfSNQ%?xmn_pe*&crujZ-ZMGYv?M6;>UJbMa*hs+`gS2DL zA8mk+Cka?J^FH|@6gf{A3!g#Ppr=R)m#%A}u$Ts2$`DR#4S{Z?^SYH@G*ls{0Mj3E*@Dohpw0~(W;6KUO`R6%bI zqJV%$bN?dxv=A85GVEqMP#~Zx3r_%f0rt}>HC%39=qvGUyrsjA0LfD=L|hrqeV}V0 zRq?O+z*)HF+fArh?g0P3!s*GUfQ9h4mE5nVpJUH*>hn3^CVa-FcuI?UUeeazPh1NI zOYLnTz+}Qi10I!p3Y&UJ%wT>q-{|G`bKp|onUj#x zsXb)Ei=NW=wVM=M=_!r|KY3pzL?%w6jWITfIVLXTLCc$J{>8)Jy(~;c})mF`zqC z3&4xc_6L$V5sH+hz>0vWHRhR1lIaW2{6-A?`H7c!Z1k3OZTw|f@nA9Z4V4jt!=yVg zuQV~f>|SV076H9O#}9p=o+7T+0%kOlco@TJ_3fY}nZf+b%?OifP!3HP8X_*UL&d9U zn9K~*%bE{BiQhuQaZ)cwb^xhb$mb}%lnByGJLbDY9ld<7M64x-)<5DW&Ot#^9@uO& z?H?TiLmg@K7tLmBR=2DPW!~+IXu660yI;H!{ie1$72PJQiMEN z70BYS_t@hzgY>*-kaah(*YDi(jTlWlwb4!ej!(tmQ@io8HMbb=Whj~G>y9KSw#>xq zN1jr{-dn<6_)Guhp^~c`@KkSXiX54bxN~SF^Yt_FBZd>*i5vPeH#blwMFWFv14PS3FO$&q?Rn@YR4>y6yTM0K1H$Hz80;NR$_6T4_5nV1 z6MgZwii~MFzZW5%PDP(_!=XzWWIO#D8_7;Cv?KOmuXTWgcSbk$fXaP%#r;TWWbkr# z*?Y`G>Q3;M_c4C5?OrH$OrJ-fTk=WFbMgW;$tdcRvbll9W(N-c$spOW1JNrvt12=6Sv6=*fG0O(OoPyE zL9WRpS3ej)T@#LNhe7j!eoq+CIrYj)?vI{~$w_A4yQq5;&V7s5%86`W=U0qY)u(g3+SAa6Y9!M{CRQ3<@CFAq28zQZ0=w;nT z=+uZ0JGwJoYLU8=$$`Kgmr<*grcO!gOMGkt#Ih>1V}%SN--u7|fIjx6_8`|>=td6g zLfysqo+6H2$p?M@qD-02SPmWYlKN1iRI2YM51~LZHw=}D)E^h{9~bO1ih2G182e;y zb6crRcIoBdY+$nfz}o9UC1akz~90>^!cJpfPNcH2wp`TEM(^??%M7%IEssiC?; z+2R4EQfIxiY^;|SPJAz{mqTBm6vCGl60;^*!z2gw>YIIG@^ELETz*E5K8-EKQ723e zmnzItdJCv6KKaYiIlx{`)ME>Q;1WlYv56x>x9kU zrXGKL(I6M00-6*7HONrtBA^T~0K0Ap#X}m9=&h}cGQTFY5GAPVspqES*X40Z8OL^)(6X|yKYYbF5Dj~Eo|{^GwT0Z z*x=j{31iH0)u9u-ZjiaPpk(O@ZHYhYh7jmDkWWCg+xlYP?oeIe2VaFgG%<=3Q#h@_(;(op%{?g1S3z1fhjIsjXxep}0 zYH^-J3>b;;v?T@~Z{s5`eFCLO7ibyCou#NTpA##VLVvIyJ-n@Jl$*#*`dSxSgeql? z@)N$>D4S6(5<@DW`zcq+$;*vW6KaO4^Nlh&(kP?RZv`OjE*+ru;QlVOH;8Ayz3eB! zp8{o3E}*Mtfzkd3tymi%|BU?^F#kYkJkA1Pe>d7Fr-81&HPRRKlL}5kx!zF7MMD`j;Nii%35y72_jk_V|j$K2Yw3hRNU?)RAkT z4kT`L)Ujrxtu5&2V@qgPT0jqguF@FmCHgy?aX$S*4b8Rr?-(TSch*jiS$|!EX6OJE z4dj*8Q}~;SxN-z49BOdSt*jSU7-Z&j?2P#@N$pjlE)+~oPzFqgW@aiBBv6YC1Dbz- z0Ja%`o)}wM>~03(KYK4kJW6lp4rRyf>W|kpQ&|g3?F=9K^9IK%CSYnj5i;U9! zSEFeAfc5W!x?&5|0c(v?lIu6lW}3TtiGo9`JoQ&+?_c{58}g6D?JsJ^KLs8LFt?Yk0}i zmfp~d`H6kgV0oAsDy`h~vX^^o^l~L>>pl`n{!GIMEgBR>wAFPozk9PbZ2A{v`LNCRUG0ee!Y_An|GqxN4(i%Ie{TGc- zp;FK+q@cIM(EMz}R~JL0z}$W0KFi(^`F1c=qNo!x=;K6cl?~J|A^FH7Z-IUjFMF=i z%hNFG8fVtu#QsP3!lXU5{D=)+(xjBPRGjTAfd>Pn>aQU(uV9$mz5|sb`Qnemz~QOy z#ti`0jt(kPTaBXjyPgMHIw0iDSU)^sZQ#o~w%tPfnYnSm9*#1foAJSMe7;(M9WY;e z#z1Mr{JVQ%Z;byd{?nFNa`(8K^u6USYo>Wi+(ciQwmwMS@|-I#Sewp(pjasiWmzul<()x%sUfaXLtJGoI%X&O#a@>1?D5m^&q+|rV4EM~ zh{Zdg-`EWG%sS|N=-(+~#9ij03cl^qmpLGpcDIN6As=fZa#@pfz5GONQTzq<6Z$+$ z-E)M`Q`9_-pXp^Q>#dI0S#w^7t^|8HT+~Z$eesgR8~w!{YJoong^KAOYjdw~@udFH z52FSj!aA6`&nYBa`cQ}e3LV8^^5hh9YMZ*`v&v9nk{_!@c!{p7w~T@oP?sx67L*8; zW0_D@j->7-*UmEY+?}ig7wTpGQ0AFA3T*)0VsYpzu;*E~$?wpjBtY}^sJ533`0OQ* zHD6g;I!Mx>*UG;jOwKlf(r|@dK3>3<>3>xdd445(8e^z)$&;LYYGayS$pdZ?tZ;h8IZr3kbzamV!1f%TD%MpZFax0!QeS8UcD z8XfGsC$?}D-!*pQll=0X-)Gdo7s?Yau=($6yGx(?y<|XqAL-%aDG!f%i|00fnO8qd ziWtMinYMe|Xurr6!)}uMUKpe@wy@=mLB2nQTH_Y2E#{;+rqIfY?4W3>qvXC>Y!E zA^!C?N{tTKHT_Q|Hzk%PZ(y%isVBWYvL`}5T=&Evx(Co}jD}Wk6cjx_VT1~u>-Hh_M3sg_Exi7#=)_wDp3(!g)V;`Z(DB>1%@v3alTIPpdgc>TG znx_l@Kl6uPe#8GiU7!}WupZyWnhf9n5KTSy)Ju#jeI#a-zf6A>B%SwQOZZvS)9j~| zp!TFLD@`qE7S_FdZ&{H&xt!EFH}rBRjy-~L#DRX$Pqv}{V!cs=_^^X#9jZay)suCz zAN3tJeyKC-1m|#BXU{$ezTxvLbzKznL8Ivx`!Mxcf4|#-&97lkg}n6>^>`_7s4%GS zdU8+1d-iy!AwtPxcbS9ez0AvQ=5!1DP0UB7BySnEHb5prvoWkA^d!_fOU^;XN=?-h zJ$Ir`@*!TNVFzWY3*ylEF6x4=r&xoSp@?SxY6%oMmFskqx#fF^+r2*0D%?{p)bf$7 z=L5v2EqhP(pe$lvB62WvC+o2VjdgY=xffe1d=hGDV$6H?y6kom%gM2U4?|aJZR=$$fKSWj$BMPwQD@|Ox*ML5;FLHMTR8Et~$*c_qOyD^` zLA64z?&t@78TFc>9cz3SsCtswm(vTyp8xPx8H%EMX;8A9z}4ci<3iP*>Q&53o6 z*v#GEi7Nq~Vn4xGIzunkNe>kv@vRT_^CkMNrdj(}yyf*$9Y820Y4%*@EeSpdQbC}3FPKn7gxHtF2nt_}k3bC_& z*Jk#1(CW>%wP)u4v9`Y<3bC_&*DUS1x0>zuoBZF5#M=IjD8$b8T|3ptK^wKk)_x># zl?WsVaYGdH&-=NmwuAP&pRFA;?Z(>LMigRa`>qXE4%(m`w!ZxD&!|$zL8}n_<9)4J z#6jyg){VYIF~%PocNpWYt#16ShEHERnwwQn@#Lo6z`&!CDdweMC?7^Gyq_)hu z@$?|}7(%kHy|LI=dbdB@vyC75zq)X&<)Gbi%erT+uIQlMEtqxf^{hZF|74r1Nai#G z2}0Zug*YQl$bX;ny0jDiG3(~s=;)xi-m$g!zxU}#Y33!_*2cdZ%lQ%x+UCu+`~Lg5 zcYH6S`F!ogwNdCP68Yczo1NztkF`D5jduQBpFipFdChij9QVc|Ki;3uc^tHhuK!FA ziS`a!$(gom|M&4%CvG&|Yir{){Wl|7HMWT>MBmxOS z{{1so**R$EbK0J1&;54DO>Dr7{Jjs}x65eB#cX5y&({okQAYD0Z@cEl`jtVy!gAaC zX^ z{`Y%I&Mu>EQ-A(OzoU>yBmxOS{{2{rkqZ}mu+5*D`{R&U?3Qyj6AkAVAhPSQ6&d$S<$SkYg|8;(cY*1=?{$K z$93PmhJzN^*4Do`+RK_Tcl%6SyYkO${?ef`T0(q}EYo+bG7ehbG~0Y<%~<@YbD#FH z>F39FJ(BphGl#8jr_r?;$vU0i%I}~R@U*qqf8UPbOBt>4ovgFX3B?_>tE;kZE>Dn)n=Z7q7sdE~Y^)6&9JKjoY;B#UEi)2_ z#3Dc5c3o_EKo;8YqhbzPm*rWf$0e*=qgrQOOgqCq%bY*5u75_>^)4f9{rlhSxPNm8 zt#e}Uzo=0hfL31^ctX|nPgLngEsE3bfJ5-AJg?h(@oM-MU>(oz1K&d0@(Q~bul%=u z2Mm{2-A@5`ybpvYwYXWW1j2C*nZq?(pYnP+5P{A>1?un${{dd%|BctTXFHiycr{Lc zh6W`T7(*vu3|?nU>ce$DIpNiI+N_r&&{m08b%8(Un$2tI=S}Knx=F1uo0Q)XlS)2d z0x}2uG~T3+pE9Wyk4$Q8e&BG8I9WCXsL}Lzl?jAGEE#HAC#%ZINvylJCaaM^j+`PA zRLy4=l?Td$_s}Tpeb4kCZQj5vRU;3(zAL!ueLAaB=GsrYRmvK4g9V5Saip|@lalP4uesu_lwSgK zG5{xR6A1l5Kj0cY&{H?F+SUu$wLA0LoA3Os{JtluL(@$YAa5< zZ3eW6-}l!wD-*K0K5%2Mna|&k0%MtkZe{_cXx9^36QDdD`;5lefkfR~`>8d0<{)2t?=XRmGvs#BOn_1zELJ&3vG88@-@`q=iP-+?NjcYkdC z5kBzPo_PXhK443dT0JCDHR0Zan=R@wr=EwuhO)$rUU^Q1c~Hkp1X_e1vN4bDlhN5U z#>n&9VK>>QWT;bZt!l!dRJEW^idy|SQAIpUP&r#BsBg&@^~)UK?tvDyvaLmpgCb>X zd8k{yKr531BzYvz{4(e_JAFiQ?aWa5`&gA-xiod5UW$6>o~UjYq^+MUN>>AF6m0$+ z`pC|__PxV*qH%2d^qz7^sF)O#8*F5p@>E^2Ds3!p7k(v;cxgj!QJSrsUp zs9xQ-s8Jz6tV>u_2=*Vp4{D*sKy!fX93<}40_M@G67ZF`@oG8t_W}rvqcKxe1+I46 zAyb_#lc9RuOH;}-Sv^+?>IJ7z4>}91i8);`9-A5f-BAd(9gJV$gZB7hZT^<8KX4L% z;5OLnRNy~nhgqTiNLMF@rmB9i$tq?6v_a_0sjfxk+y!*chZCR6K?y>irl&%Kv6Iu` zXK?y(FCfD}YXX7qrO?N+_}|kAtJ=LPT@4OQQ?tU8fPFzb#2nAeiw&OzK6n(^3_AJc zh^8t45h`~cIL<@h&vwKco-x~nc#6%g#?PuQ&rqS0t*S#pn%V;7=)O5YwS$(X*Y8l< zY=n+#A^tH7`z7|2oDK~F&)I=}`7qWSjH^L4;xbeZmy6oqP8sUeb*p+jCSBzznxgXG zNKhMBaia4%<{mw42S&G%el=eNRA@Y~y-~pACIQil0PDrW$&G!>{BhkiRizwr~{l{ zJ^T`WiOt;^1oc59;w<^bh>x}Y2($+~E;8JzvTsdS+peEbH(n;GH2mSW6Baego_m)= zp@WY{SLfc6z>J6`4Y=nKaKdF3f^y|Lk1 z#F158|KR|T=k?g=TIeZ&7=|$3_HjT5cLAZ?4pf@|>tCj*@%Us#=&|fop{zxRge=NZvZqj+0k)GN#I|=+71JStg|p)&6)?KIXYe?tS1j1 z0m=-#y-9ZFfS7VNnDOz<9D&ee4B(nEP+iRB1Z?iL9!57@TP~lba<b7rch zt25Nv->vEpR6-uEiK?fcMOnkK6CmiLJ^%(r_vNkwl_!QDxCV{H9bn?jMf4xQ+;c(; z2F*`tbkVT}R4~xOq%N>1SM2oCF{qXnLIFXX?M(b=O`F@oh`q#>F2sgc*x@^Jp^XY8 z8o1uz6i(<)hx+3Twam46^$YoPXHHEu#U9so0}?nL$UQnebc%Vx_uEh}S+R%g^f4Dc zwwGA2bRF~?zhgkXi5q**LL+pGJcQp)!;WTCXC1kppcdm}r^!2q z=aX+d@%xseVRf)USD>s;*jNqpdx|kQ1LxlL zGG0x>hJ#&*2}6LDPeX^1K!l;mcu+A-x#vt#b#7bK81hBQq1Z?XpuRVNN}`982boW# zqA6Z|rrsHO5g0!)yabT;1@D1-1J`S`n`iFlZwc}02~faVz`W-$uN#^$?htJ0Cr$OO z$T*X@e*%zOpsvTN;wQzR1tH)0w^#hYi`)E>y@W;mWfGG9_ zhB*bwfi2MfP`mjAnbhw?O{(EUlPW$BiWHvXO`WAL5ygC?~PwV{KNKK4gy~`W2f=y z>TTy#(k--YS2(SnSlEi%=|OL5FYL)y+YKPky}_3b6W2V5E$M}+{qd_yT2iN+@w&kcOw#%}x<+pmS~Kem#a zzGSG;?J`twk94KGlBCxAQWsG-RQ*h!GoUcpOCG_0&aS}Ee*TLZWg_i_?t&tL=M_u^ z&Q4uYj3l|M7!sP z1EU>=9gzDMG5^Zs#XoI!uV)w2Wyk+#15Z#&?bE+78C&f z>;U|^9@GTwnPYeS!k@9x*4j5vA+fIcOq_8k{TGBdJASZ>Yl<>wP0_<>d*W>|awj>f zXc;IV%A*H-Gp;dqNqcF`M>zex8i_4nw*&F9Y6Dx zpME?90=|& z)a!<<+15fUg03$yUOV)E30wQADX?@`O-*4Q;`wa^<8o(Q$&6|6Msg*-=W-!lE#~=s ziP>SL$oo8FIrr>82aLZk>*!|G@A%f#-ozI4_WlX91mwO)$iBP8*5|}qV*YgWZq0@r zGoSUTZF54gmAz1!nj4?2&bCNYk_dI)OX^5JD3r))7p>@o=QmwLo})j5@TG;=regql zXD(VZH@ZSlOwi_RBrZEO12xEkyc%l^Vk|aNrV3O%TzjZ9xjvA6iqY&(%x3?c`Y9fg*&DYOGmiPaWr9DMEFT5NPRIdC1ejXziUmA>#> z?=!@0;>hP0*uh6^8vEmzD)tWk@@Lf!d&fQ>p_3`t-a~ZQk$%==u7=korgYKNDnIP7 zKepY)qP|RLJ-UaOgZ(}re-4@n<<|&4hmkYKK{+xXJu>%&Q{$BpoxW{G?S=pQ%pt~j zSyf5q-OW2yorA8^L!i4I#v1x8elm;NnDKvMo_#w);lXF7C;GL`H}`t(gC5`k@rPRA zLRD;q`f}RkbTw)NZCy=L4VGKfhgR%y(6^Rh(C0KK)>J@0%=evw=%WC%PKXEJYceO% ze5U6|*ZGLKv#hFiKC2r0IaO_Jo2*K9V*L?Ket1J}Ujd~Db~n2|xgMQV=#h zjDL=*Nvt4F%)~$5dK2S%VQ0u5B&`qg%e{XX$ydZJ{W#`54Jv|TtU2&KeFN6t=}-jl zjEa-7_2I;(A=pO*`&V4w13Nd)C!VfkPMPDwM~S=SnB|$83Ye0qN_5Lq&%S4<-jy=c z1sAJ&`+|BWSEAaAKPmEVuP*GvpfA&7_Ps8Vd$5IPNZE_z;v2-CC)9SIh-U@Zf1uXd zN`2|RiujBjTHQmk;r|m-yg2>R{|Na|t%T2pgNn9L*)3 z@#)F`J(n@(#L7y$(1VFJ_$lJ&@96(7pMMb7d3J03C>wb>wIGxijQs@CgYkDo7nYIa z+i_42P2u_YM2^MK{;VYaW8-%>p_j?2YTTS;<hs3 zl%d9}@fU?prZ=`a2@0Q`(Dyum#-=!X1dSMLd#gIoJY9WrOjT|!Nvd!~i)w@p?p=qP zin`9dBXwYHD6lG0zg3A>ADp3Bp{9EhKs`u()`;3PmbF79@uX@~?0`M3mS9OB``z%}m^{K}=~$`i=QwEyJSf z_WyruY%Ea5z;4A3jJ0f00YwlHkeC_91VwBV>=pw%5WB%Hrsz^E6cf9<3;(aV{Xh9# z=X;-X?jsLA*9^nnYp?a`wXgkt?;I!{lLlvq=R=@*bx0P+M7&tP-5{Rl60?)I|HQGI zO}!KQup7U~&B$`b{8|FaUiQ5wYwATCTkdJl=dTp>Q&6KktDh+j?8*?Y3ucI~$5KUD zvqWJ%7;2Ou2C?KJ`|9oN3nr3Zxd-x*y~`wgxEXSvJgK#!+>qC$9IK!fSe6=#gxp5+XThp++(i92liGXh6Z=}~jDsKfhZyR&pBy<6I=a*}VbeTCysDfiuICxW19E8n z9KC3&VNb?h{SCena*iH&4}BQ%7o{O*kelB!mYKP!kJ5_W@5uFY(#6Efgcy3x;x zV*4qhsQio`0{@Gn_QW5i-f-PnlZb17?$tYSuZEm?7`=E`r@oZKZ%UGni_)iv^>th1755Bd-H-8+3@d{sJa!6Chn$ z1;~jaKt8tzE`bhKxdSKg22S7y`~V_I(yXU85ZnPghTn3HT8`cUJxdIa*#qa8b_xi`ZYT*hm>>o`{$B^^ zP;KBu3Lx}AOsD24^td2>6i|kKd2ryOMJs9`%*C zW&j=MZKQP@0HKpmtO%9t%rSLrfY+B&$uOY05j>{vz?(-;L$|V#&zu)Zd8h(Vn9^z~ zi>PHqGhhMC-ygU_5O%u=RI6AgFS+KKxBSt;S9;b`O7o7u+s^RTV2=L@oMZ>I2zuaH zLBO&q1pp-mLT*0>C;~QK%V%kH@Wcot#Q0$CXWRHQcl zf5+#Av*`IGuo3=Ocwc}#2Yf}f30TrvAS%F$rmh5@v;vq3W8a&BuRs&v2mE3CS$rx3 z-Ddx$2XVa$4Nj6;wm+$slcHFs5;_^yqb>zi4-kykzzpow)-2#U-^& zNdfAO4^FZgEO!72`B~IkPVn-TYqI?1_WMAvfE5)h1f@n#;Q1PSH4HfSLbbdO%z=0G2k!IhIMAQdYU$P0St>`nNoBZ~Z13tTU4nVDdK^$}=3_Gq?5fsKJrx7i zMl7%U4($?ew6;ItF6~Bn$%dtUWoO=0yfRcNn*cTWWv`NNomFyKA83Y%kL5LaQ+ql7 zF2LK&fuLM_$XkAIE9Lx~N_i4lQVclZcz3zl%2Pfl;4dfp;U^Z*feZp-6T(}E7xAWJ z;@EB{`R*Vvo1;Kzi0}RAdOyCgA78kp<1O6$J)+8B>D|bUd3nn6C4B#iYvB*2%^m!q zJaDNxNIj@Y$VZ(m17sX)+VW8?eeUAl_?Sx~x!j1~GiLoZF7o(nS2>EeQ!f_2vgm20 ze7qO?R8z}d#G`5oQ0K+KeaJnR@R8cg&j+6>hCiHSj-~Lcqxi&FL`hEXdp|(ly~P`{ zuR;X{?CTkMJ)XF&n=@FRnLI>Vjq#Fom~*p0e;K|FrW%=XKo!}ocCjujy11-iB z^3O$$?w*F(nqC~M=L=I1WZrGb&GIZ zWB#ujsFFLlwr4G%%H}}0fH`*t7P>7SC=_pg4kXupDG9W(s7AJ$!Fm^7cm`MW|vH(A-ioi|E* zO7rgiay?M1>ov&F==Rx2U}F=o=T!WFxX7HrZ{&`L;n3X7gi3)rb8aqg*~T9WEQ88p zikqCTa+d=>ddf*PePx|1{<1M~KEw&wwVHXc#w6lkLl@$^0X2fyaG~yur6#N)=k30v zl(s;W$0EVGLu8u~Zt} zR=wm9I^WJ4>9NI1#C|hS@XypNa_@8Mix&BT+~e=pUx0{Hcjl6t%a(yAW6NN<>zb>q zzTaIgTkS0yZiWht+*mj)Kw9FPZyrG#L{CyR4+tx=1N|%BQ(N%m)Em@sdK1?;C>4$X z=|2!4pO~rSMh)~d=(|Q$;C$VH%DJj#A0OayO6rD+eCtd80FLR{o&4T`e5w8oH{L;i z5r_-0( z=b)BNSV!+sKoZ9jud!}YKiysW?Dv$iJVosT$!c2ebuJPH%RznFWBP~Y&SC?MCbt7v30@arWOK*I5{$-s4^@sax3Kw{~u`o`k# zJLy${h<6%7K5~TKp{GU`!^bp@G}4mu?-bU^_V{8i;=>I{Zp9))W!FRA)OmmT>VirJ z?@-GS{OFV`6gyLhG3M}k84zJUPZD=uf`Em42FQ!us7utTE)@f0f#Lx&{fEDt`W>1j z`s3mFZolSSdw@osa)4&}8uaGgJZX`28&YU%Mmp22G)6r~{1!&~>W|&ayzv z5b3qmQ~JE{laq<7t3Z3Lp)$DtleIDb;|-aAOXvq$Yve;d!#UrU*l7T*!Gco2zlphf z#M{fKz@NjQgfjZb*~I)u;$#^4;1jwu^l1%C>p8(**^^R#~mQ(oq(LTVjZJ9K`+7F%W&Q)>OlQ{UUE+!6mjUWeE_{J zb>SOp?JzJxgFW6M<}8boXKHF> zOcU}7<3{j#h&6{RG_oepeJAue9UVR5*e2*VmV8k(iC&$4aRv3Grk7f_#V_}7$Nn4W zMIr*^W$eFxG`%{$akV29DOKwow$-QgHeKVl!Q>*0JLDbZK?8g|h+s~oWd4rey zGTdLrwj#fdfV$=zvD!r=+Yn=|(Mtu^Vc=8Cy3>g{M+baY;A<_Q=E2W5SHLFtd0;I1 zL+=&Q$;D~p2mGxm`gAD@jmZY3d_ix#g#PIRxzE(6bj+nkp$0VA17*roXtJ13jmprr zpp&)PO1UCcDU%kv$-0j2(&4zLto+kQu7Sp*^D5xpwN>)_81nLT`mi9C6z=p@-Jp{p zcREsMy3%_rVsDW7iTp^9rzdw_#6ItkZphL_P&~{hW@eK|@DHGEJr78 zOOsOz;ZM};SbB?hm&lPxDm^9_iX=;t! z#x+7qC}sPdYB_N=Ho@nYHzLRNfRbbowS=5=3|Wppta8LAz0p7UxvwoTU5gw|?WlyU z+vN3^mTMekhjz{~yo8&ySnMG?_V$sXo0KxP7yVsPY)y_ky*of&N(+!7H=)d>4zz_5 z#rit;hp3t1+`nkPm%SPHAdbxBn2FGFQdcVe3Xn(1ajDe5jSskI#y)BxeQM8R)W|6M z(|J(4hH$(FS}FYF5E4YZogi+Xc#+rm9Kjm)K#Sst?^rT_i>BoIs?fezK#fuiiWB-> z7kXU#7f>BPgxZREN&HccCASAs=kdMQ=&U`l?Cl5T3S;`ClVkm|Lgdaz1Thar)yB*5%;?dD*5>Y`}$*0ULdE; z+-3G2581Ptx7cyd|sKfmba$DWD^wy2la&{H9jH0)j#lEQ@{n~@2Q1x)`2Xg4% zrSy~3t2y*-c4L0`=LZB7goq2~uH||&Vgh89{nT{q>bVmd)g9C^?kkOsrmsnJ zmpd=`%4gYXITG7{!(Pp~w;9fUxEXqO!k!AmL`BmBozK80mS3R1NMxLo0dfOl-`j^> z)&1nhegmY3be3mhhe%5w4|(I(FgcX{<(umCsZZ!92htlYCa)ZT0)@TFbR+$m9*Q}} zvEp8AE&L>M8MLUO+@BqXtw%wxd1QcG1vScqr!LZEs+&C4$x|LI;U~R`r;+RdpT1E` zr)E$l4u*!2de9=6`O-HP55hn3HS=N6t2ncsUgSLirBGM;xApW2>=Co+vCjLd3bZ4_C-rHj40*A>K-P&P64&v3a2s_Q5yk8_9bv zoYRcshcafuN5)~?BkTpn{8Gsa>S>9@vL7O`$623 zs}{<=#&GrqbNQQo{^trPsafmJ?fAzb@*npi;!beC!jF3%?DO`JFAK9TTF$;A8lQV? z%RU5&X$h57JMLe0;hrt|RWk@ZalGmNMWZ-(dHa%=oUzAO7CGQAk5SJj)q@IVFg2UH z_R*gE4QVr&<}g+5a^$VlQ%cs<{m72q}8T<5__(|%I-gxOesGdU~j&Ud&E#J<_(PhRiF%WnC9}oUqi<=epLJOx%!V#=&CvoWiAn{@z2&hex^dVwZfmz zX+L)G9BmpWiaGuHyxhYTy7Ur%KCi493f-(cldkm4D+bA*`I%2s=sM+^#?7Dc!sjY< z=B@Kje=(+Y|IEMn^dZU@=^ZymlOJ#{Vo6I7de%@d-JdHOnDv=h?(iT?(l4dZh77O zv+bNo3SE+$249THVs025GO<+wulY#pKabc7#~@efAiWmnH-vF8t;Ff z)2={;u63wsjDNP4Qo~KP-E`i6UU#X%92@1qu@UGg4Ef*ZJCy5Y+ncWI#5n(K&Yi|6 zba%&^&W+*RDCE!QGr>opJ5=bu)59jELieza>Dd2${eJjRg$<@LvY5Xf$-lMi_f_b; zOPj_vW8A;bUALg&`lbloUZ-b4gqX8NxCYN602 z&U52`dgc^^L?IDK7!ri|ApiWD4~X4byG--7;CwSAm+R?~DARQjftZ=T>pX20x_dL- zIX0KS^+=TIcSIm&rti9$LZK^F*fids%`4lTxI1SW$Cf$SApd!OkGm^$ZEBd#`PX?3 zEUVDXnPSqPV66Xs%<4TAx(^LZWBzw@SlCRVa~N;ZkrUVXXVM`Cr)oV;i$!|C z?WfR{tz?>~6XOcR7O_Dr5HsZOeSXF;?pb^{%`1%Kf)F3%pN|tvom@RD|9taqfI?Ta zYyQPfmRg~k(Kdf-v3>rHx0{%d zFY|A_K-L?wE&s-Az`nk7aZ?We-~4z1_d$C0_xw$bQhq#dwS+!l?nR@}O*e>@S-{JA zY}zJc zyDk8saLy3Q&S~P*<7Bbq0}!+KMsW<<3d>xB*tEeQ#*XC8)IEXD)H8_rK)XhM1OEIJ z%8zS$5fiT$9X3I0G8|aLU?7sKlf?G1Mj=KUgnw~^c)+9W5gcO~3*|vHR32-9CM?wp z|G9e6IZQ89Q-K0Z0A>IrNi#|>&Z5uSH+ggR4d7)!I~D`?s|7^Q2&`#65Q~t{P=}=O zCh^@o>b{CM`z``Pfn+o0g%!M&nBN*lptr@q8Gu0S170x(o$s>L1N8;w83~M~FOTF~ z0j&a-b^ZrXg`YrEcnrQZ5Q28sdA$C%Rul)?_UNN1qo z$XnonI|GtM?PCeRu6X151gKx$0*7S&FCBo!)&uSVg!Zik{sZLW8UC|`YgY2&jp}32 zA$qd}epQ9*q$8ym^C05GF}Z@@_}@q1013#@4nXKQ<|6-V)dPF=0pdRZT8}|M8eCZu z(2nIppo-x8=#P3){Q(fgEas~RrgT&!BgR&b`og z>F!Vi073D`pBLW-Dg@-|3eY86e7!KfT^_$KT_1mlN)VG&yj9!9D9%FP;4|DHmenwb zzE6OLaJ`*dfl)1C&Ea|xKLZ*BeC0WRw?kTTowpM*#5Lf#rGF+1&rONq^@@1mvDzqJ zSs6t=s8N2V1Z45 z`c6+5N3GMvk?a&5cd`(5e>r;HV-%w*oT7uK}52=GzR>vs{Kac_&qj-<&Acc^id?9aIRHfReI? zKE$CP{xnt%9ROp6Y4pOt-v>f~98KXG6MbHLoqR)vDTF{h|%~{DQxaB4`0Qfrp$mA1Q|UYx`U}eWrCp`@&^Vt;P)G^ z?b`yyf*NJW)pRklcADtDF;V1}j29YUs5kL}5gzyfHZo&QBY@lW3<2I4NUq0*sSAJ| z0+aj6dX?0G1T&~}O0k~uS*QVd#B_;f#6U}~@1G&=0P{-fi@$ut&hO%(BQlEb z3Zv+M*dXS37{r}Y29cZ!9o2GtkhKotyh0_Rg?SAm2|epy0pkHOwL+OL?f`9i*d|%@ z{2DL16f}wnC4d?)(2F4Ael_!$OTBq?oj1H+!XJ^?^PCGbs_Ytk(Gwbn4$Qv+u;P~q zV*Vzh*x^g;=%9ddBqyeXhuQ#BstIHgxzE~8J^?bt z`YMx8exUQi=0MuWh1D&wLw~K<>h_!Bq2PF6us~w7H$n*nJhlhWN)P6_i1< zu*ZmW5f+;!RdixV^fz(hT^ z0e3S4Vz@d(Y}=YHY-O@I-8x?6*;3nvlJoJ?qF;bhKGKN}x1nIbrnhgAudv6A7eKW6 z-+`jkRF11k3_3POALQJ#eg+Xqj(r^mz1vc9$T;4#PFy|krjFsa1CdvJpYBJ^C(oo% z+dEL(k5Xrw0^j%e0tH%8>LxzXAH8IdD+`)pYB$j24D^a$O(ynV;`bNvhf+U)(BhMU z*uC$jLnPWX0iD*DcbYUUwOT4Hi<9`M2<%zdXpw4UZHOsI!P<+@fS~ez%I;T5ELSvp*bn=270~k z&^VOPiVTHTbOm;s%~0$->1WUMwJA z=a8rB;MV~o$XBk^vwlEB(QUh~_yciOpe_9tG4z!}d zi5G?GaYD@uA|aA|=nAwJAL~;UYPItC6#48KpQkF*OV*@!qmMY&PA^_}A=h=&i>*tH zVi(ke-HDq|_;0hb$QF9470?_kWxYrc-vw)U!|&esK-y7yTm$(l9sghr19CG&SEx}^ z3a3Gtksvlx7d+?(YZFg)92ZKA)m#tt%u3+;$mccW75uj~x;S}~aZ=DVy~(u)z?Z2Z zAtzIXa!jH~I0MZOab1sCJa9=Tj_WxN-5HNiTbM(IQ^YdAnWd3ii9rSDpL-9T3^Dke z9CFTsUcehDIQpD`KC6V2|5pRWCzqMd>5mU+h}$zupqi_jAm(*6h(6^0ryP^v4t+y6 zVj5rQg*bPCYM~cB)IjVt4C<0V^3_aw5RSdI9XlPwegX7X{9cm0(rE^Bod=Br`n$IZ z8?Ix{*iktwL)`d~Cfzy!cK;=QvT`IZlk##EHNaabjUYoVd-tZ1PVi4t}Bkg6v($M+-|( z)9{61!3u23AHvr&2E+yeM%No-n4Coa@t-YwBVPyTkp_pwLl z7^pIepnr45uRu<#fzFy?3-la_j=OWr@bT1XV&J?DeFfKOTp!qUWBOUHJri-@bX2B?3c8E-u~U!5-Qu1OOXJ(Gnh#3;%I&?E8t7SkM_YK1qss!ohnmZ-l~cFL?yNA4OhoTom1Kjmzj_ZXYOe(8Js9zxQ54 zF3=}Upr_z}JFvxI>h!CtS|P~!b*LvM>cCdmGNLr=M)xnRpuM1uL2sBV&IXhuxUlV)Xu*&*{Fzv?KYAHHR|pnKIEcjciiit|7gv|D zFJ>>&i`sbaBXO2a?mLX#caRUT(?dRIk!Po#q?b#=r?R0ecmkas$L`9brYoS^Yk_Wi zKske7#SEd}pm&>OhCdb8iSTm#Rs|b1;n?ovCog&geDgl*YMM^WFwR6javaAt$%Izs zFg@WOD7p?n%|$Kko)pFxKXUZVC~n58}vA?E7@=WfaB~VU?IDKJVuK26?tJ zzV>4s^&B0Z;Ci0Kgwk6l>W?OO%qFjJ{+BHLf_`)yc_E=ERFYol!kL`^wqvrG^V%qy zAA~C6278xae5?ca1+ZbcB8-K-ePkFdrv&t}f$_F6jz=l%h8}OAM;|Brjkt7Qik-LMqu6|i z1Af$x`0bCa(Q!@I;y;QUF&4WPOBJ1?jpB0}G+e~n6YMm68EZ$smC^G9^35>TU5PQ< zPseVH$OXh$>OS%(I^2@Ny)1OGd`hOMW1lIm6wMUzy)s1B)ilvIFiC7EA1}^^a(_U} z{TJ>rluD5$4JlH@Red0T(9gM$(+P$oUoMYB_7*Gm^hO(OpOszPyLHKTh6Gq|RjH zllRC)7w0W8cdXgkY){hsX4nu{3k0n1HIZJ?jf%H0{vZHoEXQwMC-a*v8S6> zwA2uDtDq%}rSDACieek$#Gy@bq777bQ=mktnE~A#RC%xH-3r#@-dHd0A9`uUwm$6n z`>{V||D50eEefAw`g6aF-!hW87jiCMxSylnA5J}M$^HV{W>NdAp=%FxZlXup_MLqY z_hQx-hYE%J7!KI}3O&*ea>~!HP_{146xGIMie{xV#iaomq64%Sa%Ymrs}(QoBe+L% zT`#&&H`dWF?WT5CWUqU=5HX32W#2ZjEOo(}`(gF<;#ynwAChY^Z`BB>QJUee(a^@e zP8a5usiGpe^>vt09CR^=O1JgGn|ocSxkpfODEEq3U#va%?pWJl_Qc0s=+iveL;AB{ zQ1TsFJsm1Es8H_Bj1v|Mp^;fmFS;g96k8l8%p~_Rr_&?1O&6N3&;agC6i!VO#HW=; zv9}4m)LiIi8`B?tAa7iO!YLKs${_A?sC6&NMfi9_(;Dax=dp&Z;0ciS1+pYmBf8QQP&>`B<~J)!R2FG1dB4%57eEox>K`J+0yAY@Fs$cRc4Gw2Hr z*(QkoMT{aihx;}7QV#u5%^UP-+TZsd>Je`*S2K?Ya@|~FKad=1PcCY~Tx{qqp-ih= zHeGD(nIe`d5=4)1_SER?7%{(|c+F#7<$|bp#MCG1%}57o0qgwSh5Fr|HQBQ7Xv{vd z-v3XH@_OY^po%`y`J__*w1KAKGSm@vKs6@uc6VSU7q$Y|02VNEGqfL(yn%NC)FzXG zL#lZcpGWtTx&epp0OiRK;Beo82Yv;L0bJ-Xki#y(1Ns9Q=mSi|CJWk%lmK}ro;Tq( z;j#02K;dhsWx6FWPoNM*3jl@XG53i)Lhl3&=o-+A20RLX!5P>ckD99;pflmI^IANb zJ{lP9d>%=U=lp%ZBP@8t-Vcc3;iEiWzl*mFM?qZ?JXn^gF;qTz=q;=9i2W_zp1A>t z);k`nuhNi5-G}hj&?%g|7HBn(!P^+2nYhR!?YGqOFjDzEaEo+kCy=uPePnG1pcR4q zc8SN|%~%sqze|mP4zv%D!RR2!9=HPf@O1_H=>gQho42j{K^-t02uvU_7h9lBKzwE( zlbSJCAi{mCt7Psal`IRi@W#v#6sRwx&iny^9$rL{ldq9HE>Qh z9;0`vrDFX+)GGn8D+*jG4=9isaMeOk1|YQy0$-}eTUdb-IW`4a+!*+9ZQ!_^lib}` zRw?Z-%PfTM1gOiw1}YieTm{?`niP(E%5giafL;Mz+FO7}_<=dyWBgPk0$775b{YyS zAqJ@qEWs66!a9Dx&i5YBOLS}p)lO4CSxTjplezZZIl%aVN0j3KD}k;QVx6)#&;(cB zHtdfrphdBn1>9g65R6Em;4i7+eEf;mAp#C0mvT$Wr*sC?Fk0fpN|b0`AQ90@tWz?jE%q zdP*%H06+eaf}ioZ3b@^2U^`WJLcx##9flRx3r+({frMEOmS0!7 z%hx4_$#kGYhubLSzIMO@PeCaGB)kz&jEBIq?SQ7(A( zGPgN9)w0V$wYAU#g*eu;>b0Z6Yzc4#>(uAbO`&QiEP9 zrr~$Q;=${@?Hs)v`>v9+ORD8E;=JZqFX{RYYLxoEa;OV$N1p^FJeRk=mm)6l>%I74 zL*nFFYy6Qo>5T8H@x#{mVMm}JW$@{n?*_=$!yIKLV6uFgP`+5sT~5>%iLa7W7k+1ebsqJsDiv8>59pHpzhsuV;fGn$$p*g@`$#-js?JXLpm8PlXJN#hTYJ6@B^dq~WtH3VRPeMgt z0REn+mUpqszW2`Z^YkII&Y7XI;zB=p^D6o#AGkfncZ>6;`bq)PP%%JWFU=dRS&QEX zXaMd*Uy{XGI((X(VU65Jmez2QrI)(O;b%OgXExMG#QxfGKrDf_r8b2Y$dU6@_$5Aa zX(n%BUV?uzzqOm7Kmr2)2!EK#{L)XWWyakA+2B@ytaA-&tc%bWr3J`IW0I(d_cn=EoK`PzstcX5KAfIL@zJn@Dfw*s=(gLv$Y?~P}^ zTTVbjk?JPRoIK=9#W2}sho9^^0ICt*M(^DPTN9rSzEB|mdF$#5Ef4v*aUXK4z~Atl zQ2ePP_B%pOJo^)vk=|DpjQ5w`&<)(R2D&$dd`vwUwHO%jGT>Q@h>y99GZUJQa42wQ zspRqbz&s2##}>fnY66XHdLL*Q@|e8w9BIk- zPsrkjyeXSls{V?#epSh+V$>z_id`i)`KF({>~H5O3)}k3CobfBa&tTCYm?si7&+%P z`Qr0%-eyhiF;O(tL)XvdspXp$zz6ZYJG-c72dJ@2-FU;dyOblnWhieM?;B1YLx%-= zay=)N9F2a@bO)}CZcEfs$vzg$72WQ`=Sw_;4&^cQMNgrCfhwih*CDb|w3|G-&r@2d zpoK73%1!r`GLrM%CQ&!msASE(=M7s#$S>KnD<*EuN6vbiobB(2Q@}ta{3VBMNLg6ACCy;y9d3KJJ3NlwLH%M2JkrwDBdz3Xuyd3q;bFt z!-3wdQp=88i7DdVwIK8f_`@z>tZSH0!VCQ2DNx9sP|X45-3L6iD6|31I|7ewrIGfH zf$rM?kp-S@SwtgmeT43WbLIlWtblIX5Kq5uspVF3+>n;QAIW_ukeY1+q`o2b&>AWp za>wpZDJ#@_J{h$iQN5q9{tEcsNT*{_ps%KLn^so6ENpF@LBGTkFndW_R#s%q~2Ep`dWp$SAlw03aB*aCQ_3o)4Qx7rb2IX>=ov8 ziCDf&ALXx>k;F|h>%Y>P9#uh}!v7-hfmY;*)??_g(8W^Xs(}l1C4Hzjjmhan=wF!2 zM&=TaU!Plqj%?gzi)G$&*-<}PVWU#YBEU1r5ff{w7bEa+G}K4C^25u*2s;P8d(Hb z_1zEju({BO(X*F20oB}I&TBeU79y|P(F3GiCr51~4^ew|^r2tVFkT2f*aT=rf&%0o zB{DcbUJ+1Z;CEK#17v0)`sDAxp7DcC_|brH#(j-{Hh`)CfA0cpeVD68RzY(4o;UzH z0U+8MCyg-)ymKWDF@31Gl$60k3HqUSbzB`4$30dlTIETWCj%p@b>47 z+X#w>c+UO8XBw0rS#_Xuum%QR8d!K9b7!5l=&ZvlPx-WupWITNoHCBS{t9$^NxkiWEk5vjTh?0(3WuvuDeMNmeke#Iw=hOM6Wkv- zd>dz|8PLaR>~#lvhquhfJOEk%e<1!`#~n(KTy!@S-92Wk+4jt@5A$5)Dyvi;DlOW0 z$ty-b`Dz0c99iTEY&KX&e@))`Sqh3K^m2|lma3+a<*lF}Ku7a{@wdW(?BGo|4*OWwIf0aJ2=LMYY(QVb2m1f%=bt!f+`02){^Z0mRyh{oq&p_5uC&4IsASUBt59(n~b5 zC3vBWpFffwp5d|0^<=wO|A1@laQ2&^@}VhhAa^LS@1+t5!f=0e!}k z+4vgAMR439#@Ox4b)X;E1UPev*T@%)mCA7;;TlS>t-vw-_HrUqA83ubi*qSn~v>Y+0P1#~Hd$`lm&^$V(^K z`%uS~%x&aCm8|DWe^1|Vf#cQym#=pn`X_oLpXEUJr@70S4qh@d*;gL=<}VLJqY=@8 zT0$?A;YM%mNdF<}Q|Ygs(tjHjK;o^SWvs~Fg5G*t8TM&>I$|UDSsFPCzevJPUX!4G z35F^KyB5K&&xoDUJ+ONV>M1@RUlv;y#g4v%QIVr}|5^c~HK*Y@0BfEvPrUdEm}A4;F19ZMfTk9crCef|z8(9Aq!#j3;P((3;5 z=xO#hcGS!udQyCB;{vELXR==lR>_6f*arWt)E*zkPTwm~u`;>;cHrrNjt6Y(9}3HG;m^hiiF2b1{_Oo@?Z(p<2KX zTNCGgP^7fua|m%d2Yt>6B%h4Hk1u=4ee|drYRz))ADHaCsyX^c&)dk2Y0!+AyFv9c z7)mAwY7BlX?KJW_IW@Q@V^=1Rl%pm(4UkhJ9p%cbK{BS@5UH#+RQjLbUeHADwbW(r z@{<0-m3+uOhcPGV8L7Y7mjmQBWHbFmD5D~{Z#FwX=1t}P1^zPU4)-jm zRW_MW>*xcd^I>QysLQd-pzq_D1=PHxy^(d~B?t0Y9-k}m=Wootb{{^w zkc(RVrrz38Q6s~sOX~_i_41y6fcon61o|&>>fT$>?wNd!{1uI!R%@uKYW^md^{0N! zAomUAI-~ld7j$);-t*TZFFAU=kKCH$CwFvK%1)M0Q!G=-a09(MeUk(I)8ky|y%57K ze#1vCuR&ROm3wkG*hArW(NCa%P`Jw~Q693u8*k#$PnPu~&e*dTCQpRE;2xM6d)`9O zQ~ZPihu+LYZKCA9%S3YA@lE&wxg~N6`4V3ngYU<2?Ax+XQdrT$;{Sn_*zcHgf8`VV zK<4r-0qWrG z*tiD2jlvfq=)1(Iu4Xm zzPreK8{MRL2`_oKKk-Jam7>>(#AnMig0k6>d%O5psWJ3xf%J!?$Zu*WV7%!?Tv-1A z_DS~8DdK`Mv6YDuD8Mu-AHpFX&o@<$V%Ln6qW%DFIIsB); z`~Y=TpV9P**x`y1yIz7q^d@_R2jnqq-UVBQVaFX6)lh@cLpR_)S0^{w)WuzTy!VoY zRDSZ(a;1FVmY#kx`EU!l;Uu*(jb0!Bvck7!KF2TEBifPMj?m+`XMPv$pvR$q55DRu z%N@e!Rzd5um3=>cVWM8F%)ZPfmb>^pgB*H+apM?s7vpVUy!l2qY5C1v&ZgH} zfzMxU!k(1+cDN>VuGr&gbEr`oa1Vk#fx(hJiG@nuDal%k(H|G2jYyWq7NxEh`V?dl z-&Z2Mw*B8zqdZn9bZzgLph~ttJZumP#0>d+XpLJTg)Ywe|AzEkt*p?UOfvmXum8WG zXi4=Hx@K+vJv4J{VIcptO=E;Hk08VcaY6+0-_LWInL;X?-lJyu zH@~c}*1FJh`8Pj1)_d)1{*8Bv`K4!?#AS92MIh@@`8W43*g|(c|K>jTqqVN(e$#ki z*fa?7L7WhQ*djK_f42G4m%MR3F#qPY0Ux??(=^`yJ}29^*1G8nOk@1BwWPhV)(xI( zI`2QP`|LAo-CY;cu@UGg4Ef*ZyMeK84mOSD#5n(K&OKRc-G!!eV>mYo`SbaVdupv) z-0#2B!zJv$Zj9;J|9$-ziOXfjO=Dy+e?5|aYw5>YT0Dx2o<&(D4Tz*@JqzUjJAde(pl#LVLsI!Ev%i*jdL8oL*<$)}jy+;p&%dtq zUk}}<7KRsi`AW``; z?lk(k+uu#&W-(s=j$NOc*D>5Qwhd!jAZAD|I@BZosz1R*|%6Cw~> z#0IfI%#gpgpZ#0IfI%#gnydm!sx>}MMLpPxJ9m9_3;u<6_|t`UUz zApd-vVyv%yWz#rOoF9Sw*?1}R4c-3g8}etog^cIe#5BJ@pIa;X_{hKZf?2FnkHjGP zGtbtH9i5N+%=*}+U6uT^OW7aRy2-iuH(nGmR`6K#0IfI z%#gp2rS;UKtRF*uQ=?S4l`2|vP81G%jH194gJ^Pvx4e(j3&~^GRe&}g;L-jAKr5Q? zD0dUS8+auDGQaPvqZf^U*~SB}z0?CZ%`2UFkCcB4+=9p8w*e2x;PLcpoYTJ|P;?u; zxZ6N4GMfR_EvFTQtbvdMVW`+zE5dvQb86*B2GMnwL9}44Kir^3kp?lMsX^4SF^J|C2C@1lu;fS33h1D{n6DR! zlX&BKxg=qn2Hb5H&~qz;$bJZ%Je@a?o`B9_50ANTf*vChnvf+>5zJ$)v(VLabi}zk zfgoH9gtDVDP%|FmcjeO^*w)5czu#Q?%9=TR(Tnq`=x~Q#L@i}p&bOb*8%5{n#fHVe zDpvD}gd=9?I}(VgACQU5oq*2N0(SEhs0)wP+w(a5qK3eeY6Ej&{62!m;41*p;nDrK zK$aSCeQ0sSaz&zWyb{lwM2+G|bA#x4p80MEp1A-RBlGnK9$|;Q!htZH0YXy)=s-eK z;7E0W7xDW9pg@c8frC|m8dL*P4SXQIo?iTF2n6zAidgnFNn~!17wOlb^RPFFQum;W zK{w{k&~RY?{neo?;k=o3`5hnX*Bg2YKWKA8fP&0`)`Y+N0`r)T*dl5CU6{`a$P|3d zp*v7-K3DeQ{JuaAfvz|X)C*VUJ<%O_h!;NR0~7@@LD%mA^||r zF)|O)i(8F=vlIdzp9d6b9B)B?nkI_8Oc7@z62-T}MsahmK|J9+J7|FP%<1rRpg)|y z?=kv($hvRwnL*6&=YQjY{r6|Co%vgpE;@cp6Wh{L#5ZN4Xnfls@~~z3=fKy2o7s5) zZ^1u;fnS(ls_sBc7L5cZvIL0S37{T8OhQT!2l!3UqGWO2E>XN#ksuy~#fv~+qbRf8 zAUd{y!r&EfeLX(4jq9VA?)c&fYyY0-!vK6CjQ(NIWZBa5xzBV9=|jH%*A@4p9$n?8a^{L zT|~A>6ZPLG35z@N;zf=@I42SV_|~DqK!~t+i~;Bk>)Cz^_^pw7WCD%EAI1S~Sp<~D zXBZF^<{0YA+p*Krgxi`_ai?jbDEinSZnGw*I#3m$i?XKk;(@p&0-MYNijxa8?jum4 zGSC?`!Izz|qZ&v#Ie29xkj*9OV$<9d(fgHAWUKIj7vx-Q9tn+4(YfT_FsN);myXX$ ztY;V!#NXTSiKhP0jkrMFM0`}}pCN3{^2X~+sp7F$qWD-PUi3E@#54S0n~z>Nn-g1U zKms=b^O?!~rU35)ZgUN&(D}{yx*ixXkfY15v2A(1C`nwrCWcqDt}o2nzO`Ohb$~X) zGeZ=tnl4`SOA)i6MydNLUM$*g6pw%f?b&A#251y|{KBTJp#*E})Q)^p6xt`ozIXxM zTm&Y3A6w&JddGC}{8y@Qut^e^OUH}a1EFAGZJ`aIb)ddH%K<)`fXuMAm3mJsN55`{zY-}&?~%& zojOBVe#8K(DMi8N?07v10ur!hxC(2YTfT z>{AK#0I;cD*tP0Lt`Gdvo&4ol13h*F`Za{yGzgoGO%qpKlEiu_nVJ(jiVHfib^$en zF|PCm!rcKFY0KXb^(L)!BAl2%ON}YqAOCl!R&!im6?T}BE}H*J6MniBQE+U6h^l4~ zG5C1{>eEK3yB@Hv?Lf?OSz`=T6K!t;GlNFN0v%Sjr{*xvgndvLq(HTHS1YE!g1#aT zXj(bwMC#+C-GBnKrcbM|YZA7aJ zuN-eeH9$O@&bh+h4PHW%fG-Wi|0AnVgQ-b|roj3~8N?a-f$|A@QE&x13WEB9x^f8L zv8Rqj5Ld(9pfcjOMZSzxNBdoOMa+GOqp%KCdATF z=I{|4DCwDQzsJXzgV!(m1M*D~=Hk5@82KJxujpYrem&C#hCA6@>{xwd^b=p_H@U$$m4H1F<${yN>5^~KXAxFP;!>TN)#f5T229qnBT(C>T2Y0bG0BFp5Eb7?(?7Q82Ml&NFj#uP)UTGo{Ikw*tXaQn?@Un(|P|eLd5hto8$B7*1Aoc^T-BuVH7F!^?{#p?-S1X2X z!k?iyDDx>ztUr(_`T$S=*%G)dacMCbs*j=MQ(|U)4{C|z?e$%uBS1#+eHXu7?gPY< z|JNX1e36ZzaUynWoLH3-C-xQrJ`8lYJpFQ$NNDFS1HX!LjnpIMg!#RWNN&j+X=@_=3zfwp8C`8-r7-pv6rzDy?uZvZZj?|G6_zhduN zjOlcrn0ZdW+A~emS(Yq<=f{hR7Y(8d@wJHBHbzN3?F#ipWBQre_*X4_t{(jyaWuL; zeud9XAZ9KC#a&LVv06h9LfwhMAA3IqB6}JgY-R0{(2*<$`o4mkwVM3835t*%T=yW* zc8+P33?&6Mb5=IB>1>8b@0}sK8&gI3xOlNV2^vEye4qbqAy%qIL6@|OzL+)ji(p-h z9nW~hiK!IUc8I+3m9^8VV??V#AH)>1*@e<8?{nF4O*DZiP{n4j+ERa>s zy%2|9Qpn+#f9H_l=<^4$YpS6wN0FZc@#6{5yo5n}umpQ-A=h)>rt`$=9qI~ep0g=g zlqeA|iZbsL51@OPORe!B2JpePJ;@EdsJs2Jqcb-3X74ZpyWl&43#gIU$P620#t@(5 z$s1FsD_m8Ng3qkkr!dN*fZ)Db#8a#3(E`VkFuJFF))7(WXoFV4sJvDLe1 zerGPX6Idhu+NwNxpeD7L*bM9peFD1a;7EOG22_|_af}!_?*eU(8!=OfIH^p(S&KDr ze8G;?l0N91|2Yh&HlwH7Q=z6H*LnY6MV7LIQkvt)0bH2*OFYv z{||S-j$BLIT_^5xz5R^mrH00W@ygC(eDsxuu6?n|m>o%CM#ltU>thrR*Bivl_pEs? zy$0)k!agDI6L~L}oQE#gB%x;`c0_{FZ$UnP5^rss(#2-4G;zInl5mSQKnqBmU{go( zW9)0FH8a^eYsqiq)GZ0@pQ)wC$#uyk@y%A~kaY~4jqWxvXXt)DH%<}9TNy>SWze(W zXET>Fjvw|$kCuIbl_T@XF?p`g_V9bbAbOw~^tTaEBSZsbC-%ml&y_3P_eG5MNSSW&;PGVcln@oj8$z8Y67oStwDbDGF}W|FJt zQpd4DS-z*$U@iDcC&qt_u4ZDt&)9AOb{ouE&v^lX=iKw*)ac0Hv=6%d^hKXC#F)Sg z5lsIR<&Yv2MdF3Iqd}ZTU#;kCx4t81o}-^SNxnP)JfC?T=e#3FsDp9zdui0G9OCR5 z)K1uUeIBs%wj7U+n&T@|{h+C1?rPRPv@&yNj@m}#HuPAk2f2!4P6pDePABGwgFO0U zC&n1zPRy0Z?k}|>jhd5` zI9D}IB(rBLkjXgydhz`fHDxF^=lWK~@HhIl%Ac6yH}1m}rjA#j7p%uvoyhAh#F3hs zHx8SRN*9NhrwMCK65tb~IJ%PFHyfG{Y*`4unO_Ziv#!UC*{U=(%Njir$6b5lljMum zOX)v$llRZCW(Rz|AF;>(N+Fy1eiJ=faa<2{>8VT+W6g}BV<Q?H_kCzhrQOaHY5V+WXkEA7(W^x#2?Gx zi_y&cWCnhHleMwtHC($lW7!md-htl0k{-AO`;6P@`}ibs`4n_F4XUZ>=)@Eg=x6Uj zYAbPXT*Gf0(Kmk4AvZxBX&NuQx*5c$LfkVTuU;naoP@4!=Pa!VoC96Na;+G!T`QiE zlPcffz8yXO?nY2Lc;TDGra5E1%1#rNpfRm_GEq!hU=)+4lN$%oTae2}Ptc0fgXzQQ z&ywl8%0hcGkACj(Os%*ct%bf4nz|oaamj|Hxs_HFh8`uil2$zD zZ%s>jG{*U=h6ZmD`G;P#8vS5xa^yjJwykM#LJ75U>Z3T(l6#2>Wwqj3BdzG^Ku;9} zz1=*mSV?bxgPzKjxS4^>;`?#>{?qi#YonpNOEHSMhuK$ff8rE9PIdI^S(IMt7xC}| z|3vQ=X3&A~n+JLy$^Ehw4e62E(Qgx5Rq2Nc%*zy;phlT!ohecWXNaOD)5XpKN#bFl zcyTevAc9k&ryb9I45=5B@PpBea}qoDL$vtQ;R^U(b$Tg!uHqe_8)F~$pbzta8pWbx zrdYNmL+rYlF7{4K5zG4|2=fU>5#5V>Mi=N6Be`$JekR8QT046Gbb9}IM<|L}V?BDb zZ+`S;Be)kantM}Y^ul*XoCuGK6BYNziBeDjECl{< zPye;)!k7CnO`9i*W>7ng+=u^?1K+8B*Zg(^=p#7yy(j$=`JfWM+6G@8b(TFQaanpcjQp!p|3?9exCh&T|{DuLooCdUU-v3A2TZTo|wQ=9r ztr!?s*qvb4T6O?}f^-ivh=QFMps1K2iXEtkt=P!~T`Cr~qGBU4b;>8+ z)()&~EpUwMz%j}}i!wC_DC8aB-&c6#9(X{VI3V>v1d0Re&IP8bEv1y7iU7kc@RkjE zynP*z2R#J55|7SzMveggbnnO;J%QfMY72yy$KIC!Nhzq$Bke#M;>+?#J?93#07lMZ z`Vr|sXOcKKQ4g!OmCGAC%L7GR<(Yw=a$S@{KJfkpFKWd)SM*oPQ(i!c0(c}I8h}=VG66L{o3j$=}x7B~+y_K7?67QniO^8HC3lYg$1jY_CwqguRKz8UZWQy_yq zR5G_OZ-hlB%`Jf|18ZsG#P6QKUPePJV+=F_@vaHI1F#_v9)b5R;Vo~k1MamKN(dhJ zUjkfU6M9(yM4+2sE;i6z_$XzOIZAnJ6>rGhs+3!SO--!A8+B^{H$#d55xc=y4~qed zE8;C3fAZ)%kJP(E*D$FzaJ9O;jg-H~jnGj=Xk&n<`AzeXmG*hct4$TM=1JZJ%;WVh zIX<5;PV)P#^1!H&(nxV&O^J-F`KFNG9Fu(k*h(gl6QCr6(Rt7NK-aKSY3Ba+HIxxf zF4Fjrn|x*hTooDuhc?h5cmjt2y0;BjU(N$4C5i&q2eLd9C|5qPgXfMw8Gswlnh#CQ z3Z*Q%6Ub(iN(y8=5{^9E0n`NP418!YvMUnE(`M*+fUfLc1>9&kFr*OPnmZ3@EHIJX zGl6vAzfpluNCc~7&JS;S6-fO#u3HtKdOZMWxC7J=V}MG}1}YH_BrJ+~?cV*y=Pkf}qS5s}U}}e7N9)`@b4o^8DwuGgL^y5qAy+L=6as8&S-@^ zFd7K;ZTtf0$U|Zvc_7q0BY^Ay!FcEnBp(>Y`KiEx0*P6C_~2%x%-#VUzn+au?d`zZ zz+Ggos~$2G+nM86&!=(iJ?LDml->!PuVbt;KuGj3kZ7gs!+d&efGS~=Qm)+zB!qbQ z*uq}=mUoa(O1Q`%HxGIIj+fkxT_@ms8%IKK5CDzN8sJU%@M+dtB^g=+e4{=-(LEm; zkt$GMH0I6D%s+S?u~^STo_OjZXI=G_-_Lr<9Yc7#?J9+|Ij4|cvlP+-Uz`WEM7{x# zNBnOnaFGf8b;l1=iI;^XEakVH;qpMzNLdQF+UGk?z+pY)%!b&*8~P-m{)2xK%e8?F zwIDaO8k0h$AIYM_$uYw{N4O2D{F0ars_l?H-)(_R|ybChG<+~mOBp0cAUZ*D)L zkgc;7vIUeUX2jH-;!rdISs6im>_u82hnQ15-(~UJ9H1BuzLhy$g$CdJQ{z#d5 z)=nNxbdhZ%6ml%*Z^b6P?*Zrf1YH5^O#T6!D4+4(01bNt6~s0C0o&H&{L=Wc8^@R9 z?-c`E`9U)ZSdf!k*veCOove_nJ%AY!&)>@7^VnzU5THNA#5WbbF&U~7<~MjT&>`lR z774VLx!E7$I>79E16}S6B+Mp_nh*y}>nyM@V1U<`+sK2H?PZWRwhr--%~QSPS^Q5= zH_{p3aC;A&$_R=M){@Be0-d=oe%yZsZ&_Z5A4dS!#P<^R5EnP>WrvrJz`@<6(Qv3g z*6=oEe4z<2*{yxNWoSR3czv-4pUrv#f9nR6vuN3@u@#jgkLWX>_@2^1)iJW1d3k>iL`ScUx0vAjwsg#?lLTl8Nyx9dR zkiO8G5Sv$fI>vECisKl={7+!tW8 z^i79fK{@w~-YN%*wLZ`%0C~0S=_9WKn>I1SciQ;Ky-k3$16j|k2)xw*m^IMsPMmY< zfl9t0ZUWBhsXUa@l^oZK95}BYYptV_#f}V4JvpcJ zFr_Smzw8-KZM0R&7Odka^Zz;#J>oMbS3`k7o^rhmr2U$MoV(XW9^K#}cLRgW!51o{ zE7uM91a>vtg?)jvs#gG=CAJzU=@l%Y9m0o3n9xH|KiUzSO}VC?4rQM;{%MC_y5ZlW znFsk`-(sa)6^iZg{}w;!T?&Y^kKXbFvGMMKx6H&>vf_Z>AE3WkO^i$@4?96?G=!Rs z?QWMPkCuk&t^_?EJx4vpc$5!&Bx4kP2b~K2%9~gCEOB;*?;0`w@z(SQ_31^3p`ZMF z5x!V7o;h{DUe5hXoVi!=dJG4zJa{y-4<#TXW)%<&MV}KOA6VH z@81OAV=hp*5zj@c;CIZs^F8_zdgn3m^fCgPDxlX*)haoIy!?cm(j9-VgkLwm3_V2> z^cSb0MA(b30rS1N7=kY0Q(-5=Yq?18QqVJf#SZj|MTnhu&=yz|BO9A@9+3Fg&>>hrJFu-4 zaQep3tUv)$rVej@MCJCd)Tqo3MbH=MZBA)6ce z$WwKo@<3;kfuQ&K21O)sd;cMQKKf3b0JX$8C_8|iSBG|@IZ*SMe*9$~b(nj*az1hk z*WJ7wintxr#mD$4`Dq*Ds)s|x;lVmNHxTH0E`MJ@tMCo#3V-1IHbCLmGM0y4AHevR zu)di<+BZ8x2jJi%2LYScQ_9R_oG$3E;ZP`U21Aun)=oa@<|Kz4c9Du_p7Na{$7%7|<0`3H2wXn^YKuuevYQgR0-*cOtZ~jvbUWTh_Jek!4f-04 z4t_51kw(E#9zflZ2YpFRf9PYpp_@TB3!o7gh3;w&gGzv7*3AR{KMN|BsZa=Dt5fKC z2jg5phbyqx4J)Wn=0Lf^F%P-c(&;e8H`;fdf^LBP~R}_M)X__9e?f*rOXXC z+1ZiaD&I?5ZKvLqB`1)FHjJWA_M}hnCVwD%$RieB(3tUEJ$kSwZtRhK>2oJhTbJ0& zt!^%=dJpuG8+t<3LA+Acf*~=9eTvVAY5^Un(fJ^JtOB*^ct_|ZYC(_C3u-vlHD;c-+(sTw*u>s|+;6>{ zoKH>AkoV`cpbn7t7SbF2ctFm(qmX`3ZydSeAa{nl$}Vd?qw4f%z@~x zc{ij3bZX7%MH(<(U21S0Z|O@7nbiauHTt}A?aAwtiAVfo6!vt*MnS|)0n{%#Xe83G z`&shKV%9YmpZib=-zkPK6sY8zS|ers7Newvp`#pq!&N?-uaH61qr-+!osb{Rk3zS3 zLnV#q70TnIV~Rkhf{dnaAE%c%N$jT*`vF~n} zb(Fd__ZzeX)U{#Np?0ADbd=PikwEob*}DP9FLBX9=H@udvubzQ|0q547^r3TJrn zTX@L>cJjU?>e26B{8=t?;>JAon5y=z*!}$;j8))XRm8g-?YpBOk0l zXQAYIWa<*=u87x7#ODNTpSsFb-i@R0ClBfODMzbAD@D%ikFJm5yN>w$ZTw;YpG}AZ zeSS9UM(!Xly{r#a3dc{!?<2lh$cH7ZWN6?BSw}fahD~ykgZp~OgB$5}&DeY8vTw0~ zPH&+~rtP73i-j6E2`Z>$>TEoF&a+UU#83~nLtC+m{JBIWM+cMZb;KdR&BM2vbDrg9 zXfMK`7n?^NpTxZ*FOD4n)yg358&TVXiOnO3*>E3O3OQiG+=dd11MqR;&N2sgjyF;x6;Vj|1_$Xkxel`LsVV;^m3|kv~_GCqwL^3nCW` zM<;HBd}Ir9+WWn3(!d>B$X3vWS}CL{{rzX`GK#)^41T%n7I985R^u_b4gXBVzpUv` zQrWkhrst|opL_&AEwRi&?zrnH&#iQm*F!wzk3I^yvn4b-_;}<6`mP-E8t0aJ#-1x1 zT9s?`P$~3?XXqjKG3HjTOK&-SJ$nQCp5fG+<;eJA?0NC$bM)lfUqVq!oOq@}i%0%b zZ{j}SeD-#ep}rf#KBE)VhNj$WYDSM)3o1im$n*pI_}kp8i6ypn5L@Kf-TFPlVyHnD zL3x6-UP}LheVnl2yV{QO&6b~4c5=ZLN4X};U9Mlvy*T3WXC5?)1E6c1 z0lndR=t}6_mQbrdBgqG$W7$P+Vw?f1Rq`Ny)nx%Rb3x=Fs8Q0^TFJ$^wlZpmy4^QUljL(dskFx$npYnP*^e*(d zyBa8E9(%Ey@9DegJ(nf3FFg2*vg9(k|71A_ITUKCuF#M;zx9+V1BHzIOs*$aL@i>U z9z|b#irziRTQ}5uAzsVDN>6&&j6zcC5BR%D; zIpjfdLc2EH(-;b^5qq`b?1>lpK@~F<`ouZ-=pydNgwdn2$1#m&4{!h)%fpOAk0X(Z zNKyL!cD?9(`#|eV9~;kD2gtoU*|+Q*r<84ix!)4bJ&pD32h;7T>5j5}q??>y-%H+L z4xhRIu#*@%RS8I>u+@1)m2)hf)yFeG8832$jku?n(Txj{jL? zFgO2!a%h3CAObPaf7ZCKG1e42Y6E=apF;_*uQb-2U7+pS)72nj&6bM#aUz-1pU*22Un_F_ z&*xQTwy|c_Gd%=U%e-Qc!kOQ_^~Rd_7Yc8^3pe5GIfXagTzurCSK*E44V1P?Awp@Z z%>?3=S$NRgW}!g5W)$9feVL!-75)57@EJqI0Qui}s3G>N_@MBve{ij_#y__3##=en zShM(8;pzM61YrHk{~AwU8xVmQ=s#;(1F3htRCtiq!;6hIi!2IH7oF!BYYtY{j~9qd z$0P2D6(W%KhzaudHm@_zSaW}R;pucD^)Pg!eqR56P8G>_et+e=-&@Nu^7r-%`fLCF zy3?4a)n9cx3_S%R|9-x;CK_u}!}L0|Vw~Tb^S3}_O-?EOoMSjQ68ZD_xGyx;{OI`4 z^zd-5v8Kvjlm!2N{cFfuF|+j7%Vhpqr0~|VIoMe9w6T6{1IGQ|xl1|9Skw0Ch`&8< zfsL`IS(N^`!kc4LY}lrVevZFqdov&WRqFjFjI{+K;}Lhn3i-XUI?|(tFV@fD_s@Ok zVyr3uTCbDeKlkcrW6ciB|DHo{b%vtjgf-)8Sx*cSiG(46$ausZ`Tc7im}aaQ6RW?b zA?F()|JyIJ1{-S*4b-pge;*UNl>XaUue(2+S6$-nS$q9B?U|Da^7r%mFbDm8{_py$ zfc}&*di@E;`sZUVCVvjg)sOkl<`AVc)|hnCA8*BVe(zexCebr*{%5ur?{2J_TkOBD z^+7vhP1(8nwFXju1!8~%YKC=y8fl6C`$+x2k^l3Xb!%fyi05CwG4C)W5E+lSBfr0v zij(PABK7mra()aFiTwGv1L%WV^62OPi~LxU9@*4gKeh>THAD=MZ1ki>B9TBuAO`x+ znow%w^z!=S3ukS^XBcayru}8pLebS+;^D*l!W(bf6k|=91N!j_&z`sFt1oBi$NYPJ zM^bN!@6_j?!qImiJ@B`qg{Pme>BgGi1pRn_?&k;TCB}W%kCllpXpzFxc__JchMC@P ztr%Az?GY2i5HUcq@oy~>srPe4AO`x+8mln!&OH6OfgCp;aYufCoHz6$LCp#;b~^g8 zuOD4_wtVVqtm$M|IJRuNj(aLP{aQ28l@^IXB9SoU&-7R+!dNqNcj4)A9QA9uY2oS7 zbCI#8LXX0mpU(ngP48BPH{J_!z{r#O_5M3QK1}{va&6=Q$@lDO(OU6h zBQS#1TJdo?Z{}SLrNjd0JOY6Q1OWe;rWHPufM)aPydDO%MgN#P(4LpWfKwu$fZONf z@EHGTAQS7f!Xg+-4(J+`NI?)39!sG`Sr4_sR^aQ~_`NA_3Pq1ez$}b_5}W|mAhA{J z;+z)+Y|st(kU6lV0YH!s0__|Jv>2FHZZDt(Ji?Q5R04Rb!+xOOmw|jhH*kN9 zR&2)Zb@@DjYmZR^1Lqp)361Sp9WOJ zc1Mah-a1K~jExhmotO0B4SI0mkA6g@>nBYy-O0(_1U{GS+kC zn*zA52hnW&djsZskIx#02x|{jX0tm*b05k-c z!^S&61up|7ya?>-3UK{FyiWBBl<3tk; zZ=YWYea}RlSjZc6S3~6!TTdsde?S+BtP}sVpTOJTiNQK;pu@m7@*FZmvvp}AZ(@p2 zd`=M24sqh+4CsKG;=kX~*Hd8r_q5{kE#7#IWZWPwnPXrEK8!xvZ3IG(?;W2Gb;`(e zF*YepJjzWG7k(y)TAy^{4!XLC{hI>q=nK58J$~&n9M~N&jCEf4H?S*z;8j1*LR|sm zt5_MRR*3(hiAlm#!P;bkhzyMvjx*!LHGJ@MZ=IN!4=vCo#ypD6(8;@%*eMXoA?#c- zANXDbP_NOvCEWukkqK{F?vo(~K1&l7-BZP-Wr^a>@i;NWRVUuOCQf3Z(%FJth@C3) zSO-3Rn)SS2fZr^E0%kdWwhVdzeC-kO=FvS}{0xT5-Om6I z26A%~=t`S#AlJau-U3HU*8vl~4Fo3_*fwySatC-@@M7S(KrAm@OcQJUQpL>Ui6W?d zoEZ3qb>NG4h>=6&$G```|L&6CfZu%Q{2AoRQN+=crTWz_M6_$`|?u&V6X06|v-*E9mn!aGyEo#Qg(sSBrEJuSpfxwNdXZCEt7ii6c-C5(wNB$)C!k4tIL{%5zx>u58(qK$I((NyQRV}7NyT;m$h zGRt&gB~5GvM&{z3AiTzsE6jO|*Z)Dy0g&AFAF$ou`NS)Hlr?O8XXFvAae@^*Uk zpyc;Bbkb@O&@AHgEil+oU(-Zf@l;W>d4f=M)rmb-$vHtlsyX*oF<_*?rAGi)H2DC` ztT;45wV~eXPG0rY2pzV#cLJ#JCDvLCs4BW$-Vw^2en2+ufxvRDTiDb<4eaX)_A3CQ zU63J?!!yLHDd}Qa!z6L3WV~1oRZNH*@PGXEIqA@x}4f&v{TFt;43&<;b(Z?&J82PrSs(UNOIRKglP|Bd#>@ z%P}XB4l(4uBg`3n1fK(fpMXDIAP?RCMX|60KME;IJtoI4qMk&O+XfN$&hEt5Nd96+ zi$TEXkmEz45F5_;)Yi?8)J}Bs*pr$^ZnE_zuCVF0F63E!_ci&vxCeec6<-b|_mSUx z(D!Ao-=TiGcx{y?wpUITI{SEGg|3#S;bWcfDSUTxyjmC^ftKWuTG*TbR>;52fTtR~ z1>#y6y?4fLR>1nOb*#kR^eVpAK>OVIZURu{5aNW|@+O7vGwJ6#tA#a?*F)`qV77&N zguln>{}f%+B6t8}Isu=Zp%(ojp+3n}3&(eAF|rKvwNi^E4p8oSG9Q1nC_7s%uB`xG zPM_H+mcH?}TFfiLeA>~QVW+bG&=fG%It9JxI4D?Vam{6FVaK?czKN1HGk}y)a)bPDZOmC}Sr9i>$XVO=L$Th)qt=BGt?a9ffKe| zi@3>0&wi}mfxkP@!9@DOPBt3x1b@+>hZthF-h5!iQP2S<#fl~`W5wg9YB8Cfx6K^2 z@THEwr@ke2!#7K4#fOLF>x;yE5Oen--0wtDWvjAMP>S&!4^3~|LGLwwzlDtbe;_U1eEUeqMN zETFHf!JqZ~V5}2i8WDs{Wz6)A=slXAn|SIL2b}dXes+&qM_zc|GDY;uix-;yI#IeS z^LtLr;?vG&@IkI0gZ~d99s@Wx?KHNFXP)@x)@*3R(9cq8#5r_&X#vOKzw?*lzpJpr zCi2)G@*eZAeu;7JGah5_gFY}5I?8PN6b)m1A;yaNkgM&<3nMreSuzTm2^Z>|k{mUG zUST#p$1>ucG2_w8!$Z)11OVv`gc2bbyK>zpOYvu}y>bO~0sQTOWLC)#pP-;Q?`V$k$B`Bule$vNw;qbK~RL};ui zz$XXIW3>qrYf2-lJDPe9yEEv?)DUJF!uZ_*A(9iS}S$(;q#dpS{lX3tpUq zew3}q9UMQ6+;X!I`>dfrr_tXw1-_5&ykLz9#t%(iLT>{dg-4Y%5$2j8 zf;RzWM_;S3^VcEd$#VD_^imJ9)Z*e5=$@b-$pWgq2r7cQby%Z7Pt5Hsb9x*_tsj&s zHf1J@^fPfHIFkKFE-{SnT$)52unsQ=dKdi7--)&I?|10Hd@3=)y8KvE+*Wi#Tz+QG zJJDOY-g=rUjd*}hnvN%T&wwU}-zVUgUVOjTg!2uksm!S{x$-Vj6*`Yl=rf*HVEs+0 zCD^71Iv>R~@7Sk{M&W6~B{o@DZiyF_Yw5(~QtT5>GRH9Ng^tUN#!uXdVQgQEIkqB3 zT2F>1Vj(nf8@bQ0mwpjFcIZUT!uFo{%PaIS61#P`WG(o>3pe~=3^B=kZ5KmBM4m~B zhQf|@O?jRne$L4d9~Yzx`vECpW~X?umwi^ta47WJK;?t&)?Q_OTJj>-F^eHb5i8|R z5Tn@6GzDGp`_%`;FZSE~7TPOx(GcDCQm{s@Yl5yOv;uzL7U_a7po4zQ?~^S)tsk8F`~7YphPbsmt+<6V;33Y*;7b2COD0>hQlD#>U7p>#L}9Mg2@Px6UV(iSasF%@Jx3^hhL0#Yw-SCb`3!cw&K$nc7qNfT zQ!E&|P}8A1DEA{pG_Z*m=cen#Px^#UiS)(TWIX=RADh;MvcmhbT8t@xrlKS|VV>vO zP&?4UJACnZFnKBhUxa@0?x$1{I5a_YN{8Z*{mZUw><~!LK7_j40vpvLw{U)BZG5FU zJtww|Vx3*upgnBTI7#c@j_xt6)6Q^Rgxf;^Z*9znc}HXZpEQ*z`_) z_DoILf8M30vi25FSW_;P1s~`azY}XE={qa4H=&L-#tvVoj|uFnifv`hTR0ZU;d9CD z^x&-N^d558A!^|%`i6L7JCoSEPfWkSrugC9ALx_b(39)`ti=5ldXT#T*kTqonoW$% z#jk^y3-Nw_0X_60^5UZLV8++?x{mJDVlUa$_zX@$z5_E;! zuZy^#7TxdDmwZ%4{a{2d`Y=oG33@@rHO7^L7jKkjJVqfl0G^S6-FZB0O=93>Ql;b`D|E^BG4QRrBK=#m% z_{l8xaw>ebLD%!58q_FRr_+UNW9V^n;>CAGoOsZKdr~RPiG0v=0==U%l!+staA6&( z)?AA|ZKM->B@gbO`0$%A^?EF{C6}N+gO=}BdaT$EwTv^p=zgeC3^zlOM&BK97%H3_ z(7|>{5%#u;VogxI=vgyPB!+TNpf2-!MI2uyu9C=6iPWA8)TcYd2R_=0{jYgT?jxX= z5fEd8siim8LD6H83Z_nj^DLwL}jpPn|^DXi3gEU}VLt?-KpMSib z_#v+LoFfM@&#t%W!-|vJOH(H+aII?G|EotnY00r&x$iZUoaaV%gdbS~ROsY$U<8kOn=%lAVn7CNU*tR> zBcnAOe+B_EF@Z4CB9Kd`rH2!SCY@d9!$BpjAAA{}@=> zK7LyPy@@*2L*9t>lpBgGq|+RQymc7(T_SKFV7V88@Ec!J$adEi((|!GmSmnSIWL0o zw{q^_!@RBfIPiqCK;3{EH~~=z0_w0Pn}4JK-rg?KD#Tshz3(NBIloIIu5Af)4fvDs zMjrP+_v_8Vr&*(dHQG19zCaE>0nJ+N1^vLwLqXJvw1`POrR`Nfw)iPP4(k}c=$uxFb*g%{<;-tiOn393}UWD)1j2P z1!M~7ju)_+Ikka@0uAdm0C<_RQr98nx5;=oX@PV$y*4g&Sh0><_h_#QBv3pJsw0LoUX zJJ1UYK4VkWJf%Df#JJ088yT?PNq#nSm+g(b(f9!)WG1*@fP9Z#L#|xdK=UzoZD*^vAGdg2r;mi;|`hI%UTKtd2x%gT;9e*)(9q+ z{GhyfijT0)@9yXWD4WF=phZW4@+AV(ybg5)@t8-f&8tgHwIh~*l$;54lVhP_dep#E znjH6(2j@YXQA!~j4O7Ud2@1I-1S*M5yeStL`J2eU(o3EbK%dqC(>w>I1rYVFH;Aj0_}pY*TG*~*Fz|Q$zz-W*L;xLMtCSau*~qk=c0lx<<+l!u101g&`6u=&_Isw3 zuU_-^cf{ib`SBr8uj@(~lm=zWSp->ChW9UPgLWR{D zN~pHHp&kip!@pZWyU~(5hOFoF*5*)9wSba}+doAii@j0E3k{%W=)-r!_(B(s z_r`C>66eHhQ~^9C zXhLcM6V=0=iV^GNUSntwj=cn`l!rfmp!VP=Sx{LF0=5BJ;G;+tfe)jU@0NzTS<|1!R z@RTPm^M>uE#3J#RZJ?ARiM;_p0lSdjwqVog=-7^25flIw)FSkcj-Ra|W`J=m2F6t} z+EJ!YaF=c?fMjpOmznp0YEUz=Mgw%(7M-?1pSzj>S4D^O(7~HJz|HDY8`1S)GvM95 zsa?cCt89DuV3Ct-3_N$Mzn47kPwfB}t*5RTir=+eOl^vUMk$6jXQSiC==eCbuh|Q1 z`2%<)wV}8%Fx`eq=}TWykv#1~-V9_d;rNRgYiWsZCM{4(9rb&N(njj`jglw7JIEQ2 z+-2ElYAkW2uL-O0&9_&8ozj!2^XP5f0r^MV_}b#E__yKCsH4|TrSGV&b|)7hcK-Xf@lh^brTz>B~e z^F}~%G88!U5NhTy?Cn5pAQ%2bcdHc4X$-Y)GX6TBT!()ySWP}BKkdxL$A}N>Y-%(9 zJ@kUNJP=P$ae^3*=DHC;W9LC%GalL%C3FMyYfj&QUm|0WV#reJ^l)S|a-Vu+&{BaLz;dMo)Hm8~r6cT75fm#sKmqdGd4<@^<}S5Zm0c z*!T;1;0Zo)8;ZDVP~07}mp)ntd7!=r5LqwzZ4>kzSqfQ#8ghXgG~%rS|5HeJ>iqK@ zg^VY!v`4n_`3P}Rj+#=t1n~3nP%F4V12h0%Z;Mob=7sza^Nc?601(eA^qo*rWB}*g zydQsvrPn4WPfP&vO22*bluGKz%MW%!pR*AkTM3m_h)Vj*SIHgpPjT;oVG|3Vp5c4M zL5s`ON6tNZ0t&ia&{eFXcUl3R80WNK=_GHJag!krykrP5o2~CBa>y&jT(>iQ8ojSq zKWc3sXok9|;O1?DT1rG{5dFM-TLpr4sN>)|bT^ zY{|1%IOYq-$F+d+f!OJcxIjNp6Uv7WAmpi4q0}htBQ-zKRX+XZ8CN-fhZlV%xfZB# z-gWdwT*d=6FKz52%bEDd>x?&;zgKGmLudS}WucZJ25-Ek?vYz&aqarhF+70spd9e~ z;#NNL3G1lI8kREul{I{1Rn93|gfXq%(C*XXY_<7c3A+eB*PQK)J5sN}}UP+CAS;SYp=4{K};Ex@*6 zP}TTBbpY+j9dx5X*B<<41?9xeDL&E|dW3qu(8YM6A8b(teTHF&EDLB<(BJH-9M5rk zIWCK__d^jd8$FMN8la9|hc=vt-gIPAqWEk{Gm!(2?D5}405yK(G( z<}{SC_47KXb(fb?J>^Jxg-NRw(uclvFulRdj?f5oCuXUQdMdXagZQ^4^aA9Q{$BLv zQ=pV0XBuwiyIuCu)XY)ty5cTxJ9$aBF$yWE!w)&HJpIYMF!~en(Y1Z_9EYLLpe9W? z$v9`JQ93BQ^mUZ{6HWe_xW+|hEpd|<>0e8Hfr9UV3hFlO(Tv#W0o4iA3ZcZ?ReUrE zzZ%$w^+204ka{zKxGBKb*W&9r`0X-u@DUn?M(F62{#fGmbsKcs49c|rP|kH$~4>D{*DvrUj`d^RJ0?aNikfz;qMj+sdg=#5`B!2eS5zbO2( zJid~Fzb)`5cJa5O%<~xEEyZsRqx0Gw@yC`>UNptmmn-D@lGGp=c6Xbl6~yl{AK85YF&{u)Cbk3IU1bUM*o|7`lLaLlxxNxQ-qMdefzG4w zjdCNPI3jj!h7#x0na16Gqym2q#^*2L??IKx534QZ)1g+3e4?#9|G-fm%ypN3 z(-pD}eYI~M`;@`t$XV1!@@VTLHmn^>dg6G zFLD*}+O<7ChVS^+@{tDRh*tw2`56Dq!7m#=hqCM;_5Bw2^U%c<1r$B_W&p9Afge60 zhZe<8M^Z-);gc(fomJ$uuIR^_ylJWqY~-aUXd>yxP~|LSh$_O zayojO1~oKtat8g&T<#|=q)yQn=-N2STlnJ%EAB&uLnT73%1(kx`o6k!q7{)l!jKe7>T`*IemrZ5S!F*${voG+P}hH-fQhB>#lT_9r}98%3Zj> zg3p)5B2Am<$>cV=)OMg()uV+r@Y!sxTvd)Tf~LJdm4 zj}On5_;P>l(~v8b<{WPg#W4G&b?(r{_;PP&I{kPEz8(%GDd+h^E%o@gqx7rJe$>iK zj#;FTDcnywd=Gk6`uscGL#slszmB~?4)+YU6yg4G8S-2ue7Z8Zl)uxF!^j%wdwV)T z%X8aZ?j{$z2STIBJ)Ax}xMvonkV!kaf4hr&kK8-!9m9QxQwkZKz&$kf91YlG6k+^5 z+@G>7$~FFP)F_iy7-=?4Y7MNQJrEBQ#1Jt+vbFyUT2pzhk!IPKR-6;bF@cCc4D_Eh zrLE&*tA+BvSu9A`k=pXU+6kMjGuS{rG{* zV?5%HSRn%W=kpxQIO3sx94+HU>c>U|Vxa%5*}Kw6W4T;Emw$haFLR7En$Lee*HPn) zG>2#E#|dMNf3|L~nMRsgSN?oX&e-|kSN%AV%<0ePH6_4Ev+MSs&ntbBk;Zn5ejF|H zia`ozerIMFY0jT7y!Bq1ZKPR{S9s$M!k@eU<B{m0o!BlT(c}WselzcvbM1 z@Ee6UUc1RgnyK6L9YFl{o@**axAJvcd@8|TE+7L2VKgRE^Wyg5xzykewf4}bA z9D8%2{@5_|6o~x$`KJ3AX`BY?$FgFa-<$Ig<}qZR{@fVOjYR%@J|k5|nuzZIOb>bJ zdfZ>S{`c$OjxSc+tiN6+^VcGUx0c;XBTe5<`mqfdH=7vMB9TZSA`k=pXU%s9BhBNB zE&ukoTXsg8%WC~`g*V4|cO#8aN&Osu&-TN-sO!f1^TJqLATl0tN34+F8>=UNbT>#p z*6*L&+}TJYALw=R`{$S9^&No;MJ zq950g^9_(}d_ar*=Nzh98fn&#*B|@8k7-N}Y-Fup!=KIT7;(3`mwue~%*h1#`}uvv zcP^Cr@A`Wpj5O^_>E|vO>z|L=#KTC_w2Xete>R8GHpEz@{yJ7%=l8A^|9e?IPa`l=@y{kWNoSGZ$u^*7Rdnf%Xfoy-2s^RN9| z;jFDA^<%{h{q+lHyaB{Ri=u@$o;^LD+E+hb;n_3L#Ypq>A87-}P%Pd_QkVZnfy9pQjai6i9o-1TjPmkZkgW z7WvOS;X;f&ov1%IkmJT9?#S@2+T(&)E` z|8+m;-}&(f?t_G-wfaSk@=m0R6)zIRYu+ka3_1tXi&`-mNXfZDK!sZar{b}G>sr8M zYHEenm^TRn@6ho${%~M#Q+d>X1&_2R^QeFSk34FQ4Cb-$^a37P|H~m$zR}R14GDYT>Yiw{dPzi&y)3Lu|ZS)Z;DFPk0QyNn0Q?gMnnV z2l@)^p^ceZJm{(xrTVDFexM8ofTAu30x^6hZ+%@0WHpvI*aBO1147XV_|Q#dx~L{n zL{ph0a>^$FRg4oZS9KyBh>t&Sg>J?hJm)lnYND=AjIOQ|1yG`NsH77o%IZWI)F^v$ zfJPqy`Vx&ERwjruMdCyT(0Z#nI_3xsMFMYYje+I^_*>pu;1gk5F>t9?)L#SyFqpTK z1_BqI#pC(Yp(vOF%wjcf3Foo&3OoW|lE?Ae`2$-8HZ>#*X!U7mI3j>3%+?CG@r>(- z4fxxQbC1r~ilEidj%?*ku~E=j0Eak*O&+7m&YiGBFLc{mD;8p_(ZF&<1n>YLK(l!y z{svH~MH#?Dfel2A10JfDG7#jk=w&p1HwY+fw=~fuD_IQGCJ2u~aiSB{DyB_z z;=?!Al>M~sPC!xK6anr<4*A5|mR3s; zMc2fOGX8Pm;c}gDgc|64EIL|+P6Eg~zCd%Z*G&&>z+ZEG;RyQO5)bTh4UjO$^Wy2d z3?Mq`qVt_pQ9eIK3|*Kg+)BoaccIL!hE5DcKef(6w}EcMiK}KSpf?~kUn~a3gbWCQ z{%0YyIP-yX&m&d~(u8M7s%Wr2QH&lCFLuq16JxhC25`apz+L>8K@9?IB1*9O<0#t6-9a^iUu-H3?tY0Vt4D2ydfF? zzfhF1KLf8JUv48tozPE@^27&m;nW`g>SqhH&hdF4lHQ5xzicnwjfFyX)lP zDBxC0pf8$@4@?6>Hw8Nq69&Y_FnnP=xo5=!D2q78d>K%x<>c%J8BnC8iC2mw-sGMj zezc4i3tsBP%6>YrF%9Y-V#lUAwtr9lz6iYU6p)-ltd(^-@VV=Gpusu7XJuF)-!*9s+^c`OIFpeoQh<2wh>R0CLchIc#$F; z2quu9&kKM80mF>quLu9O;QJ(gx7tO{+sj|*fr2>SWgWTNlvv4w@<|8mb_Y;ha&ti_ z5GnpH*aEDPHJjmYLBO|e6X(ajWAErVG2oz1RPe;7_`QH<|-=1HEP45i6Daxgwr{W-ZGU(rM9n^PyX2KYO;PYzP!9 z*!?oFEn6q@{~&4?Ypct8J9a*b6*Yg9)PMnWDNk4IsT+8~C zEm#ZZjq!#u0)0Lw7L&2<`&i(dcgf4FB@b$p@*6Wm?(%eDdpb$9>l!a&4wGBLv|@HU z>Samn{)SwY!`SF1kMq_LyCO#Kj%_y;uWc zjNjU{MZaC4A{juAu>*GMOD&nsaYL!Otf3;%w1qbKqazSE5B^VfH2%cAcLK*N8-|Uy z;ZNAH+%fu`$K=PC(4TxD*L-J<#h^+k#hj1eGsya*8WD~i-(w47Y*#uFnBE2G6>bur zPoYg99uG42`}OI3hWlv6PHN{^TjGp7@_rb72$EqzEwyHzqsZO--d;(rm1M?~h&@@c^G|HU~I&C~Lug_8roQdCa->k2Em|nDgxxNn&40oLEav z8i1`j(XUl6!dijscS=@^y>V)h0(^GRB`AOB>m(5QPSsf#ex$GiT222G;6hG!#~*yK z>qPvM{>X{zy^p4sJVQ)UV~*4Fz3UC^mcL`ATDbRD3#-A<>H&kza8QeyW1vQv4<*YE zwYUjP_wgIG7*>`zMiF?#y>nZ-7Mz08s-q){cQLYa0JAfRbBxbRX z-BcjH0ctTGy1hG`TVEf7Os<4Yr5IbANiByT+H=-L~;FUJS6u$C~>s~^36I*+RK^K7Tk2wQ> zA4@$A0=r~mTT~k8?W;1 zk{JJfm0lP>$->{G9uxQc9`TXf@`IQyL5(2S1|4KB*mW~L7IO|?O28K9@mp$N@rUGC z&QarItG;pEt5jjJEm_Q%6)&!zgQkjJIqm>{Mh#j{9GoW}YWJqjlTQo<{p>*KS}e&U zj=-|EOm3n@jCX1|rWK`Vki;Hc)TYF%SMe+loEN8TK*E3184A z0t3bO8?!DgQ1x)z3}K#`Dkg5E{*(K9SwUs+f;iKXL-qhO-Nf1>@MH2)S#ruM^j{;2 zyw0_D#p2Jb(;5BbJs`gX(YL;e7h4_Z|Ea&b-*F5zy#W8y>t+md2;sbuNAOo-v4@VF z$oYNl;KS%Bi#i@dU9Ym9e8P1GGWRxIYt>#Lv&2k59P~HLTg|n!%rX9DlBlMDzDYxG z_yK4vd9&IK=r-`f+phE!#6=Z1bVD2_`l6pn_{1Fau#~t!H@$ZfCkOa9->nW}p7Wt; zSwKHVZuH^rGX8Bj58vUpz8}&>?3^@_V4DgJSF#v!C|*=(p%Xk7Caj7BhrR(Em~}=U z#@@`g5xTp@UsKkb#oF(vsr#weBa?iS#oppjtf(I!D-5z?g;##8*a$p*K~Lx}$dk9J zCo9Oet<1VG11MMZRf{(aGp80tyh>W!TTK$E~Zb8Ue%b501l z`!N}sg#dIj7rpo4+Kk(hT$Mi@e{+C>!jtPU#?Gna9gg$ixOB!C%I~MFp-ABRgYAh2 zS8}m8aA<%0avDCtanI28@WmQ&7`vP|Nfh_1#fxIM==Ta(GkG|R8oT8t*Evbe#~&`@ zlfzkean?P1KlvZO_Qt1;9#WrQ6PHcW#iOKD@%}=*Fg>XgQS@)aZe#m#jM0Ycl^_P* zLHER7w=a3_YJpmus=#+mu@!6Y!#Zj%W8IA330Sz-{$$a*6!eI-bt0uYG+8I`!w{(2 zCX&m2G$LC;e6S`1^t5U`zKsta#&^1fl0)!gHRGh=4@>$%hk-sGp|54wp##V1sm`jM zBhJv7=>Lnxt!ydAfFj}03vxCRPQLUjO5ad}-nj$kFvblp<~o5q2(_Exh&1uTDOu$A zj~7ic@Rx7oZM`3|1~cqoz#O+yA9Uz`nFkax{QKt=Vh^30Zo>x0@ChBYV-Ry0LM&jn z*H-i(qv(^Ih;hy-&3q;6T|FBeVy9NbPuHFF9q8Zs3G{=jGsKF0=|cA+Mck`SzTTn} z)_Z>KO`jM1qEc&&U*==06s|YvD7^`BG4d>Si|6|cdJ1CbeKv9Olz6kFug9l~;G0qC zbQQ7N4&O8s_#N|XYKh`a32`JfZoH_6Y$VCDQ@ zG)TM9@3_76PzSkB!kW%7|Hho(fc$l~8SzOTpGj_b_a;qDIF%x9PmdR)=jcRR^7rj4 ztO45(BaTkg#wMkyDMhFa#fX`5tizaIupN+m<{Ix$Pai^GxDm>g#_7UEn<}PdLA4Rd zzIHWhWWEJ!>4UIsKjODaEA-lgwX~p*Fry#Brz$(r+v5lCHV}LG?kM!~4%?2g#+E~| zBgfRoH)F7UH*{0ci5NJaBC7RF6pz_k8vP&+j^RJ6SZ5G9U^+Bk=xz)?^pthX<-1zT z@W=JUAv&3WKW|2#UYD4g`+1Sy;k+1H<-Dk}Gea1EfFiUWdupF}(b`)l9_?ViLx0tZ zzOXKN)RdYL@{D^1kI?~suq+pye4v*7#8&0CVof!uEsUY$%p+#rqL)w12Y)|`-V4fb z|AYSXFuxC@E^ea7Ok%Gyl>T#h6h45|#nz6|#L#YP7IU42{f^>`dcTZMps!}m-|ypd zFIW?EnZnx7vbWkpZ|GWy{RP)whp$y6Z{;9Q1BsJ)>_?D9Iurmj(OPnpL@vQ-M8BIqr*jn1AWWVB0%${X@TQfv?UVLtTUhG|)Ayy7d7nWa>h3|f-jXa@t zw$h0uH|SBeL3=Wrds8atR2=bN_6dPD^a0f9yTtu%SN1;C>TrIK7>)nr#)`u?Vnyhc zSP=m=O2X+_(Iqlg^i;-*;_nJ6At~mGF?h>P^ z)O-BEO-KFab3qm{_Z<2Ud_T&B{bv{Mfea=Nphnr#DGj=(WD%1SFXk=O35R*Coj6&C zzh~p0Vk|upwg3AV_N2t~*~R$VHpXQ9yNsER{=YZSik8V~qF+FY2yU4u9JzmB(_JU# z(j)dDKI)ui&$*qxfw;f9hQ5nD^o$(i!Z_Lc=&i^Dqc4)@h^Kbsv&ZeJh4}WA?$o5d zd{2JsOCGA^MJ}PX#4I2uZ>5iqrxrY7jE~e|_5i+#sbbeX?kjzY6Log#L~(4nj2OJWr+2%Cy48l)Py6%EMt{@n<65bB#KS5<3ty1RdOjc z(35)t)RF>X?kln3PF{>>UM1Z$qP8zJ8~vg0cFU zN|t=WWA{KYR^C&|@i(EZ0CJoNw8$?WXu(;PoN$7-sQ%zF_wT%Y6sgMRM5I1Yg?UAl zG7*?vL`9_>T~jH0n*eR*vG-Mcx1$t~s+R^XfLJ2W_-+Qj4K2dk%NeIh0g!YgjXOOvqx$pHTd^BC?sa{nEfE2ODlQQ zeiE?TK~Oi8g-YNs5EKXO+l}wLa?EQVPZ`al`qN4(q`iYe>VkQj=msEoI~DT79;hk~ zDCDQZ(5swN$i~3!D+1^BW4r+1{*jx3;Q=4H1MH;b5pOvSn8bHr3a_qu%My2ad+TEt zdCbp4j?V>*$7D2P~d#5vB^>(&Oj=r#(PT@Fcy=yz*c~IeE^o+t({Wp`T$KB z0_pft+}Dl%>YFi0%W5R@QpAa8{L6&JmGH&|8@t)kcGv^vlVr>ynXyD`9fK``22pnavQg)64R!0nIf$JL)4?bPa zwadUnJnZH75C?hxpfhir_mJki@q2C`XnnK_xfJ+D!4M!)lYmOC0>+4LuK`~w&YCv> zR|>~}+Y!eu`0rq-4T{>k%OagTWz{vFGF##G|FQO#VO4Ei+&6YBVmEdxcIzB=iy}zM zhF#d$iGm%d7{?CmR_tU4opvX7clZ0-`druZ;k@^A?sLnBaqU`bt}(|PHP^NO|0PeK zYo!v<-&;-$^b^-9z|HM}_W^5ZX#oOthwFU;&XUC_Ylzbf1&pGAXiqE+4Mim=QixYS zpu8oBSL;*{**o7$%J@3^b&`^<*Eeb0KOj7 zi`?Z4OsgN%BdlNC2;h#umqNy1f8?N{w`j(>%hLoO8PE?{3vkH!%MH>vp1F~O<}=4T zNZnfod3qUYgVR7H`K{gwY(NfkkKh_dcv7?p2&9{8r=b29uXZq4NZCXE3lL@_A@HPdg{4*E9iTK8#)W zkSDi6m(tHo9Eb9x=B0jeYNA$h@6$;{H)s%+^7L-+ZStI)KTAAvvlTyc_ytoS`4Z0u8iC-5cCd&}3 zpbv8(^4OvziHeAHYo*A&-Ypp|mdp*A5;PT;(J70J0xfL-Fht=xcO`a!cm zoDUd_PtO2)yMlZcp%)8~xzH5oT!1`xTC0_9Lv`|=e0whoaNweP8R!TNLph*dWuaXt z1ym1xo&#l4T*Ey(5ZBy1J)Jmd%lE6lQ~!W0&VUA^<_mJvec)-=fJ9OwyQBg~dkQ=c z$X^ZWnIpMEgFinl0d)hhJHC-YesrKNvL<K7<+w^y=kwPuX+CSJp#i z(t4pzx?O|r0y__3%q+#pVa)R$_T5txIAk3l$_;rEc~f$v=*6`Q5J%VFFxSkz-NhGb zl*^;M#qEhk=62LdJD_P+;`k7D`sA*cgh}MsRlsZal3S?_@3)Ln^flwYqdt6sQs)bO6tal-f$xEXzQR_I zx#k^cNUjoFI!@ouYEzCXCAeYHUF_Z8ibnO~ykV^DS z3wn9T(4)YF@AZ`>CH*DwGL#aBbyAPDJwYsG7zVs`B9KY!c0B|e1`&_IBQx>6b`bG8 z5ZL=*;$$e$SFTr{9J4ooyfp~Qg<)KCEZ3Ndt+<}oJcCrER_D5i|DA=>;UxWHf?j4( zTbCXOhP|Khw&OqHQ0)8#q;L*(c^YvznYu|V#Zq@qe`fv2Ik~8%E9}U#nGEt8A6uWt zAh+?e66L7;;hCC&171dx+gqFZnvaPv!tkeK43jNKbVgXk@0FI$1~m*NFP@gPv+Q zePQMII?;Wm2e;Ep)tq|yQV57{DZPXdbIm&7Kj`+g56Ln|q1NqyQev-BIsn=I0*rRmPGHzu=#_wF_W?p%pIA7!fZR<#Y(pnp@~+Vz0G6AP2d;`hM6yW;<$lU$`ZR7jeN-g2#gzqozE4;Zrn zG5nsG&_aDM1c-Zn&RI>`G~R)&tFLI6}w(3bF9C=?x^GX;p2ygW01UuhDml^evs zks$iZ6d?64nLEEn<_nO%9G?Z62u~ylYN83i?Rx-2&jt*=&Ksj_A#R@#gB^k1Yr6m` z2gW{|IkbnCAq)DisTd%Cp?4|t>QB6%?+#^DeVxoDCKdT+SPo$7^?~Vkf`X$rkau9} z!=P0N<@G-F9u}bL)fxLKu=vZ2845MU*V+N{ir@FT1Lp_QJ`s6~IPu+j&K(Tg{R$GD z%UxFW@sfmwKGG*xBhGKN600K)Sf?&?jS>QMdmlBZAi1&26Z&oP&{AyJ;I&cS@Ol_K zXo4KBG(r`h6_`N)&%+Nr3M6#wLN- z)xBeYTm#FhD8}fCk18ATv0}#5s1@p*-j9vO)ZzL0Hor`V5Xc z!Ex&tyPY0-DJV4>Lk~~{J9T8N%h>vhYk<7qxK|u^vp+O0{W#tTEe*$?EM;$^Ol_ez+Q-c;YC$?DUN?muQoT^A zc+X~@z_Cmrp=VC!^u1w#{D3|pwJI?}KCl$wm6+~K4Xx(kA|=v#i(!Vl%ue-@%44+B zkRIgYQ(*S&BVAS-<+hnzbrIjhb`yw$R`hQTKax}NV-v4O-g7^M959mKhT+c-pq?0l zkDSCmuVS+dNK5ROstFKR{Hz*2W}|Lth%c|f{vOyn1$&<(2hLfilZhYL3$?~C#^`0= zW@uiM=|`VZ&!}5Js8?F*KxzZ-L$pI&p(>+(>W4r%L{B&Tk-H>Z_mG2?eWd6{KUr}P zx=!j&ZG7;Jw_b{d;bTXk2D=Ka-3KU3@*3o3dG4#wU*@96df-XTB?oR`%-zaETswG+ z`M#e#U8I#XKd5WY=%l#=_iI=KV^79le_SR2J*nvCJY@>Dn?Y>OA^zqE$Xw`A?(=!WL}<0fKxcH#M|Riqm-pPunoDl`P7c3H z{&j9bUc@h^c7`&iD><|a)Jd#?Q)_Z0zumx}+u`r+is3udq}lhoOAfuWyguAheB*n| z<7S@XQd1*UO6p{^6BKuE>G3*2VKSDrUq;@d);2rJJuwUY8+j}csloe-P^A1M$Je4J z_m80F&Vw>)HgvAjp}PoyLTo%fG?E+}NX_X_P1JLb%%5}czi`A(0^}pU9DcpdKZxcAELf!@y(<7Vx33$?QQO#P~)TNe`k`vG9mf##T)qO zX7c1cZ)}Ow=KUjHJ@C(CEBOya&( znqI!WV%>f~@kB3Ff%`d2su(1#342L=)Z7gUt!kdqvkm=FU0-qL9>9=?TIqLQC!@Nu zkD_OLyNjG=VNAwbPY;&+H2bPk?5~g)NM`m2S?L4kUuTc>0BQ~Pkwxz6C53C-C_7B} zbM}jR>B@OW64{eP;V<-X1@W7;5ya0PsCTGQ8|j_Od}FVM@2i)3naEgif^!Hr< z;}PEL=x1015BiBK1E_z)p;w$hyicZos_O|IG53&sxW7bCbZ--Dc7*$UtaZhBYAF4O z6S5=@%22-ha-2Shb=R>s&Jj+Jv;uk)d}aUlt`g_oP5S5UDITNQGh?5*OEq$2f=&u{ zGRV3&+^1;;J=s9kA74319@@(o&g`?7;zJ{NElQ78i#mCHGj( z8^j^?utRI|VSQ{|HjWyFJwvz9zf*tOZzJbVhJJJu{r+SqDXBLh`~2j58K_ut=w!t= z?pbtz&ZZx?6n#!7I_{1Z#JRy%=j4nT7jmoV&Ijy?ht;IDP2t*^9Z~beDd< zKGFgz=)G0Ak4esYV7o3o^d$1#ef)B%7rB&PXyE|pLD{QqAcqF9SF28Mdu$^2)q;87 zf@6gJ5dHQ5a^#2Z(73ulL&;t=lH5%NHRmXCbO>)TxTIhGTfYzjPj?wKGyoqCi5&qQ3!MrzL z>;#OWyX`j%pTlk6Aqugxy*EE}gWln=?e{c3Taa+u_lQF5Z12sZflnQ-XFDbsJpvI8 z;*2Qdzt=NAx=ic%pLHqbTF9Kd)%N@UevOu03Yp(}{JE}<%=x>MZJaRX_-FH8*rAYl zZu39a>1{h8<+W|&grn1+>$Msv=!1cOu2=omKyLHf#<8GR1d=}b%|^d&zw}F=@!Xt= zg~{n>zjF9<-cIQ^UUlr~{>zT(Gv7d<-&21qJKKBnI$|(89$@MHe!5srJpU_+7vSHE1rJinee@rd2Hhav!;QF2609d;)FON|Geg5%?g<( zTu(onexN?=^0n#pzw30rRUvcrpEjNT-CXh!-y`j9*Z${u=WPomh@~00trXLkYFSb(IEf+ngdvC_Z_xz?K$5LNyAqx$lrC4T7}HnhuMz(&&L!Z zUbcO*9rI^;H6+LHDrQ>)CvMW^>zbin0FtG3QbD2fwqO z_uuKTkNg#S!FIee*ZFtXYC}yf^2B!TKhM>hb-T6QcI@BhI-yb_b6P#yZ^5jiLhO)W za~8g@?DYSCPWy_5%yp~%`VGCqkYFSb(IEeRE*`{VY?N(03+G25;mDtlo7lCGxt+o0 z7pEC7eaHSz&vw6&ZEQ!zwnyxcG;C)2~_9X(fES-Wl6?>9?L%#>{%rHs(Ludo=at$gg^nKK60IKJ(Mk&psK5-`tOE zo)_a?+?PIUd76G=%CCOnG&Zv!5lA=^hWwcw*U>NLbhWKV`ivLH zyz3rHKRdP~r&g?+e)?JPzYL|*Z@j$pD}#UaD;n0q8BvH6;)vKIc1Rj=V?n}g@q;MD z&i39snZ0A4+|_YaEz`Qpj+TC{EhgFdMwbe9h^I_oJH*h zHur*aasY$41szKHjlfm+nAC+6{JkDHY0FzcUq1jzEd+dpzo9$vckdfrO{xzN*bGpi z4Cn(DN?)L0z);^0<=kMCN(T0N5y)$EAQYRQ1CaotF}o^%17Do1Y8OpV9kax#(NB2n z-qiF$R_}0J)`wG6ZPEr!hdK zW^=ve9LKe~)`WhfHZTV4SP&>gQJ@*$`7RK6LBB6R3=aTrUT9Xs82>wVAM}&!0h<}Q zfLCAzOZoeKp_ftW#U!iBcLsWqK~Nh2zj($BEXS?hyYfN5;5RlNe;%(V>`_0SJ^EPiqb z9YYHNFX6anj2*@`mO5EfhyeBQz&8S!cQ8*A297ZYSm9R#R3$p*#`#yhfd~QPSUC?E z_jKSWA;3(4ckCF?9Prneu|Qd{;lvTF#c-hQ!+6px@RsvHTh1|-UjoM-wy12|uqhCq zEUWo`4X_OKTg`X+J;0k-i!s}Q8P@<_o)zDH2;}ZOb58~a23$(RYbBsz`ECKfcmcFN zlSS=eK9OZ@kl+|qscn>M3cXNM{He?}<`@Ue{Sf}c_$9dJidB}@VR5y z1O0L$RgXduW3s6B__YRkxF6~o>`}N)vRbk^Nv)fapk8!|QO$Q*)xb?aXYeiGIAB?S z0i&G&RB{CHDBvA&z^w|00sq_xRLcZ(BMpe_cc6Ey`S56-V*V~#xtxtslQsfD&IQ%Q z4srwQw5uIxlOtm@JO>|?Pg3wpL(jK2{-qo-NaI^uFW{$(LHTO+k60?o#U zVxA?bpks+j_bgU*=^3qF&WchwQ+RSWx^KbfTh9dw1N3D#aF&|H)i)qxruobXxQPua zT@$}pddjR+3USskSv`zkyrl{1a$1ZURTA6Rx2n3>_bh&0hZyUR&rHt@j0(FH0`ha2 zI2xM;-vvtbv=TX_1=J%wcx{%VjvY->ZNJ52)d7R z&B=Xt@ke}gia+o<{Qs?;MU}z--`-~4&w%Ko?~u|+U1HJ^|ENIzt7=iXYXhBX$h=zO zOKpKuwM$l4GbgGhqhghOj#kYsMyW@RQ7SjSJaed3J+5L^S8oAZLa!4V=y@6g17yyB zRc0Rbpo9V*mBj}t3T)M=TC!@JnyBKs#Ho*^qSdK9H#j*9AiL690U?0l483U`&gk z`~V(Rll8Xj0iGWXtn(W1zL!9xSf^2CV$>r|w0c}GN}bALRn0y?qcR>?QdgjYP0*np z(B}rkLo*b~KjUegS9|aMK6CV7sr0SIurmt2@zFH9D4< zrFJjHr}~n+;+SJ6;8ov_Kxtut@*;^EeFfMix=h38o|gg!%NqJJ)}noh>c)mRwb&Y^ za^XuOIoBQg#(O{=&=xpXBVdo{Xh25u{snqI297lyc$S6Ztmx;z1t=EuKv{1mskxST zs9~a2K`5D`8D1_*0$a}zFQ3hmRgscnEQO4`1zcoGOtNdjYE@FV%B)(1pU_+tEv%6 zU1&$nD?q-dZfRKe#kYak-6Bujp~rZ{b;vb?u-64@SRCuHup)J{KlEqlT&E1QDx7=B zp8ki|?Zv1~<$x{LBwm^kv)zePVrD5Z=!lM8u*K!RJXxH%jOBebBT)N6K-5M8OT!PQ zlS|%&lPA#qR1|A)ALu=6aRQ&P!DKgNgcc~9MQu35+97|jc7w6SiW97-6&u9^n>%Gz z?=Axk=G+CGHvrw;vl2JssbPbF=xXU(yez7;8?~S(ISw6{BCgKN!^NT&xm#2fU#K*w ziW)~Ly1FdtwHA)bl$>TGGgy+*xL)8?_%%WJDAHpXkDHrsfi~Om3vg2@~O-E zzN9y~!ZE#oy5{Em2PXCQoJlQ*rerL%D3zc}u{<=X-cXUebRdt{qjq*DPJq}}#x@T4 zcO3QOHSu(4Dp36S*a;iOMnIK=4br-qR6%;cSv^cDFMZ%r;FwiBO)6YtQvLgLtloi^QYUYiRKQ2BO>b#9M4t(5UY0nM`U*@o>rIo=&?k=lX;R+`(l6Bp8tKfM z3g~VJZ}QZnCY6C2rMgMg09rdufQ6#ZTKdrf zOHFFZL6h>Lmwkr+yN^y#t474CnsuVpNqQj{eC|889D|J?kT-6(CI_@4#t{$RFCga2 z5%VGZUJ~1TkTY^G2g3OPC@OR;jzD^+wg+?sb+Vh)X9EUr8Uqy6{nxVzfV1Y zHs>bL>}&WT63+X$JHX2yGWH96=snO*{AD5e{BCx7S7OqDZ*#|9SdFS8;D5X6Ayz&C+L}Zh9wd)$0T#a&7&X4;w+8yA^-y+f zHLE>)(EkYj7(<*8?=8*&3ty6=`t?asWnLz#eHUWYUIP?lA@qsVtqLdc>^ zHDVd?QluK=Hr+@MyPNAAgHj<8`(FTlkBtg@B&wrxVw5ZPeB{a;80QoATSUCMVzZ4`!ytZgvs+>G@p%bJ_G*0sI(ENfz; zn>%=pT7I4HyYsmZd9*K|jm!@_*bl|#-s}r?^j-sgQ$9Wp#7{b*XJ_ox1ADvTw;VH? zV~UVpv?Ix3)D`a__C;ODJ;a{1C+o!6Hp-1I)R#vb_kILPagvd`R4Y|z_me#JUqyFAP> zj5+7S2Xll&gRz-9j$ivk66a^2D!Iq+ZhmJxxY8p zvRg_2gx)vswTc`+j=5*Xh8LOtQs$IrD*13O`IneULf3=n`oWoX#}2Mq#vOu9Cg3w1 zH=90rH+`#VG?ZNp5c2!E@6Z;!fwtu}vK=NYEr?H7$6n;PJlOmU*VH#mR(b59 z-_XUYqcz#;ypUHU_OI6<|@DEV=ZzK*BhBrGE}X-spEMvK>^D3 zvak+kIloSSdM4yN>vU-x^c^#p1M^7Sj&I^$JRk{i6^RH5`gP3z`u2+Uw%MD#<7U~B+c`Glvm0;ers6*|c-muw#bzF>|hqJQ3 zjZahy567sT5mwcS{y%{Jvj%HW5`VJM;%#Y4+|{SYYe<~8Vtx7UHFlal8lPi~v-{}d z*d^#B{^XsiTGUQejs;UyaeB+W_mb55{PAj5V6pc3=(X^XIYpqu_(tFJjGp)|eufX6yG`wWKtAESS=5GL`Z^Q6{tyS`GdAS-XFu^J z>hPHyPy*$nMiz!@vZO`1SHSk{!G6?%R-*xX1N3@}*!;C2d8F7bblpSV!5)ncvlfxq z9i2a&rmtXq=RKwme{EKgKhTFgMk?z%mho+MM)0*U$UUS}2r-D*_Utx#o_*M)FR}H7 zS6{yGjBOeoh*9Oc#i;DwQL5WxYBysvU&wtd?C)QX`c##etcHGd=^GTW-4n_?J!^-J zC#;~JM37^wtgB0ssvVrDitdV2t#U>yJ$-qd4a9gU^2lYA>boC0J191;uZHT5*XW(x z+vC1q*|R2<`GrZvJCKj+n3d|nT6U!W>cTxl`a*M0liKZOQcZmL&HxP)y;0I6=<(=} zx^iFeeu7EWxo1)npOJ@ptOgSg6Pb>nH2GPqjR zk{#UF@q==j8q$?LTKU}cBlu8r`jXPTKA~=>=HXrvK6BrZJ%3dwj%#xtNSCUXl}uID z7Nn@}hmzE_@$u?wn`o8PB1#q3K>z%Z9*wbwP34{d_1Kqvf^%>B58_=zj_BYAWGg9q(6RC?bQ;BZ-aDz$#8r3VYBHZQTgdb1Y<@wG zCJ!&g*SGZ`$Ku=X=?h#u$u)lTll|Dg4I}^I>&@rT&#&VAL(rX^{!KNN@+C>N@1Lj^ zU*}#3bTMPO59dQK?6n2@L(Ul*NS+u#O(3tI<<*BgIDn7mYuyuUJ>JQqPslarRc zNm5bH32JtWSe4;Ml_HE zULDTK@I8y2-N^)RX)#+PBZa3W104uD0E8_sPpcImK;HZ5_Ahl2oSgaz%AbbB^nRZ?L!JMWMBeuCSb@wA>H@#^l{(` zHcAsCe~Ety+~*U2ZQqm~I)mImq50eThN8fW%L2!(YLG$Sc^d3bU{RbigySPP-kKRm z5a-lE?(=>wvI4on=k1Jh2Y5!Gt!{F6hmZK2(MZrBtsE`~Ov3iP5s2?>&RGEjXg%=2 z&5W@PYLuPOj_d(?dI(rYj6urY1%m1T)kZ0!jGYYJ?Tuc}0zaCv2&l(tAnLE7p~z|k z3J)Bx91zm#P{`E7UQLZM8%Tq>9Wbh{z$tnGpK!xgk96{Yzo}nA(jEXCNaL^Y{3ZTY zZy?rsy;vs#HChVH00>8XEYurUfVe-=OUExfc^SLx!ybof0cAg-lW1heah*&(22B7m zn$LZK&lSG}Rl`G_3`HEcMk-HR?Zj*E*E-Qa$ztLA@ppk^KJ%AW7OhBColNoJw{g%= z%+kq5;P6%X+y0r2JbjeE?q_7|C$YfeFF=KHQzzT+=w!e`U@_>qZw<5}n|WF^`lcQO z?w0~A8u&_^)jT=2yuYL{USI~jWCYUox(l=rz$3a(2l})Qhy}-|o&r{L2Ph4&i_)yy zi^4z|DjMWC5M?7iwQht_3XcZ%Jr3ApFuph)NXaao#@pH`2Ra$0M>nHH^uXrMz~{0h7WUiCrn_YQog+$1#6OBOWq zle4Y0lGu{#--dc65Ab7PAH6ufZgqo<0RHi)IdloYG#2#)p6X4E;L|;Ua%|cNEPfv` zRK-=^?D3TID}Ci~yuTdk$Wxaci5uV>U*;QR?FOg>b^*QFON=3ryE$(MpNWIB+kxL5 z#lNote|-qd1Nw!0D?B9Sp0}*yDdcl{XvMKHese%4cEBt~w1SFg0F)Q=pu7S0QZ@>x z(j{PSPxW&72XOQPKr*2?7+49|$ViQxgNCUJ)ExRKt&DNd$=2378P``Qvxfr{p9X!; zQs{KH=w#R-otP~6coa{+P2_uE9;=9#=f!(SfxPExJfW_zVfzriK%J$aDxx&D&#^_}ce*XY}t5FbIr#irA+5r=G0j3W;=arv9 z7VDvv`rH?h`uQ+AY%Ihsay84lq$Wxn=p~Sgl0OCmgVy+D?LeW58 z3Qi(VL>uHPbO##|*EsT23S$j&lQuQHq~~0XB;?Ra;Q~6*Mlz2gK%6wJ({doDCgK&S zSqA)cS6Qeu@Utw=z=wRu(E(7b4CDK8K!Bo+;%YHUKOleO$>||LwK{DhPXf;x-LsE0 z_Vku6tjWzSTB$?+*aH0RBC)e;C)5FnJk6W9-|z+a55Cd58nMrHCUhb10%^*?+}Dl8 zPk|QYD()d?%X!J3NM9NIlPA}wX{ADlPA;<+Y0wEA&jFB{L3yF-!T*Qj1Gy@24A;y@zG&Y7$_Cy;m?$sE zApzxq=<)k2a^MrLHS#kQGQeoFy#~_ulqcHX#fDeNai@6-c#=_iKEg&H$QjuG8F4?f zxIx-gCPwQ6zY^eFJ@}rrn2U|t5zGDy-R00x4>_mrEB*t~t@dyFsy^<}qO1Y3c$V?L zlE26|1;`st_*-85?FVDrVvG%gfYJ`8*6|vX-9uL5A5+@+$~&NK^+rKI0~JsaeA`Bi z@}i7haxe!6;AI(FW2a6~A2|bi?E__nFElg#hzIP~Z3K23<}UKpT~;jcmL|EO$Z^xk zvW_|_8?Te6MS(YB?|l=n$0~BgK_Ik=_yf84CiSid`fjD(#TJ25iM;WEIe$avZtnOZ zdKdAB#)*7451mf{W2=Kd)(?UrB1>;^$mAv+v>q~dtFQFz3gnC&ol1@N1=d&@7~vWq ziz~7BBJAD@$Y>mL|GrUD=vx|Jq-OJb|45^3JV4zpOWy7VrA`2KZX*7(2#E3~=!4L= zZVYqBw*BzqjjY#|9Ke&&cXL;sF78QOqT@1j9LgG*vG3KP^d#tdaWs0P?|5=`dt}#m zpnzF`{r@ydT_D!;fmTO7q-VMV>=LN!J7BsVNEYDSF{OE50;+(*0W!)yKwPo|_x%p# z+AC_}1EY8|hv55A>AV7(`VN{QWcXWXSY8{X!%Oo0Q|Lw>(m&my2f6{I?-Dwkff9^- zaX*polA$2!548)@AKQioLOFxZJ%I^cMb`--s%n;%*CBLXNRw!;k?%c=@$y%pZN`vmWQXs(|0D(qxR=oXFoFEKo3!u zy=6nVM(*wPmulaEi%tbrOg@|e403g5{69Z1b>d-SN%{}sYXteiz6$yhXUEAWWt!{7 zu@(N-nA%;#Ah*lmXF%h-qJK^L;Q8C365#vN)$r$GMtQY>o^zd1o^GYz+(AEtoFXq5 z-U9q}Bj1M`<>6`|)4+3^0na_X1lTV9`H^HJlv?ysR(h%9Mv2G&qluTvn~kz=Epf4u z{Jz{MQ)9hkcxPV;rv9&aMo%%zAo0{5l?{5QvcQOI8Kr9j@>nCzX$U1?eH)Y*pRNr( z3%~i*G>RTEmjOmhUssyzZN%r@@&awg-*W@=_6PD^qh)}ML)@V?=-)U%Zt?wa;NRbg zgQCR)q(nhr;GJA$N3fejp7avyWq7k5 z7edGUK=PqhNV4PmxAYg}lIdyK4VZl=fer!v?*q5@fkMKgMu41mgjRxcjEr>?-C92M zm2>&DQhK35zAvUXws9cX*+z5z1U7s?c5Jo2iNyPOa5lH9MnWtC`Tsf$();P*vXm+Qc; zXHdgyo}w1rpoWu6dOm{+hrAN@hF%H1ypb5@7|!Q0)UKP*Rb7Fap;}FYY$Hc+x2Im? z|2K*=UJ;`VE(pz(JvlTt6l(ZJt&B#A{9=%T^kc`K8{`RNH$^saozK{9^*x~EH}TI4 zcw1_=Y3hESt5y~Ep zU&!&b8Gn#JzcYSQ>|2#{^jzbyJ2VSi#}OSWukn-Y1GSRB5qqyq?914H{q<8P&k90w zNNk7MdI0L@Y;xo_YG=Q`81Kzy|~ePH+~HzRf)bbwxh2&w)U4m za@oKR^k=p{BO|se{hN+sZbN8Kn*OHnNof`!QBCk!zFS)ddl7SqmGD7gra$(%$QqQw zH`lj<5~TrDMbM2%L#Y4gk3W?nUv*{A;;)wq%xNt7|Lt%n3wVFb09A@NR3AOr<8}ZZ z-FB4=vS%D-lOzTPeB3K4!R7)r45uh3V$JvhB2ST#EC-J63pi*^U+p>E~q4PCYEmy z|D`*-NZww(rEx)b@~O9Mtpvs8SiN*GLDSdEC_BiJGmb$EbcUQsUinPlrY9DT9QxL)OZ8%<_WgVV?E`UEzasUL*h^~-wIIDw1pUTIJ+zk8 zQFnTckeBZA?5&3kv-6SrseUs1j#e_PhVs;o+Km6~qmI3#wiSg!!uW!HS~m7c^oN~@ zWjpF$o6htA-J#KRhOV(WREq1pr121XU#(U;(8DE|bkc^}Wv-1Mv)>XChCT`^l*)6d6JY_81A3HOd_EL} z{YI19JNn4%qZ%<-pwZyIRSY?;4(pvt9p<$v< zd@K&74##iI(?hO}ahBfedP)yVZ@JUfllvJOIaQE7U`r_F>{xSrWaA|I##Q97Jw|E5 zo~T5OQAUx+nh|SH6WJrhlRKlJP@$%5Be(UN22I!$sL6uKuR-*qW2uv)ps5&6{tJXc zV=&ZF1L;kXvV#}{onw%T#OY}CoZSe&sgFP5)3flIJC&(vj!?W5re;Eo(v5m{iGH%( z6KK$wdpGJ*v&-mt7Qr{&kYnVqY{(XJWjMJ|e`^h!vIw~F3Nk|=X7r7!}CBCzt9?Qy@tZ~RGXiDg@_gtU{y9~|A z4ff8r>B%3k=eS0$L&_sY_6?)1us7kD*BsmK9DO0ay(EQuC-jS<_{<~5ER8SR{DQ9{ zZ_#zoJNE4_+5bJkN648U86%DJs&nlCSNfek^g*6bd}*MK>xV5_8yD8eu?{}mjr!-y zUSc}-r006J8LGE^{C0#oN3JN34=kjQn#_va2$7>G-3jR=fF892`jgoU0HIwmb9-`kv4jzEM zZZEywPVQlBG0KniP@CoME}!o?OPTVn;&YMv5XpUIeNFCL_>ha+8Kk6zzL8q&QI4F} zg4*7L-i>(8n?IvT0@%h+y13BRUdu`U`18a2?+xx#~ zf0+Ra68c*2`R)=n-cy_!^_7`cKk2neE9-_r{lWdx=e3{%><{JeGU@`?cDzo_;oQ5N z_lka|MqTz0ZMjFr`Yh{d5KV}OtXS?N+n~-1E(|pa`~H5RQ1IYK_t>vxZ9>k(KMO-I zr6Z3n>dU@cXPxIdAh4Y{==dvM0Ci9cU=Gsr40Xu37nl>FPY zKl@bnFz?vE1hapc#-8*;kcVX0;3df)e4*&^hfW2mvsTcVKxNW50-DxS++%&LlSzO;{esH)ERwMtdx?_V=ji7ly>j_T{3eYwO7fRQ7qxPEB-FuwLD##R zdlB3xGo9rg8a;=Wdr`SRK$$|$Kc1UdEy^Cm;@*KOli7&qKDHlh$a+k10J zJqL4^Rkq*%_iF@ljS1KOTvwke4(7+LZR3P7$3L5QE7s@Jul4z}ai(-~FcTgz~C z`g6T9H*_$Uj`(w1eP@36AKJ#TpjQNvKKiw+?O=X3);4bXjJKHiu0D`{ef2Xmk7={Mf9M#Qf<{pOp$1$pa{Z9GSO#vZXl(#QoCB;1x05QW&; z-ka}Na4=V_oPO7zh(Em8pMK+=CJv@NNWbw?Z29u$ukmd2NB*xZI#qTsw`-by*BVgQ z!R)ap{l+uYcQDu5U>h%(H4Q{Gh%=%PC&Ur?=QSTsj9ogHetONR<6!m-wT<_`>*T`R zman&s@$cpmNj|$DWIOMl=WQwMVE%E?o@2wXQ!w(s>sy+-`gWP^y3UOA?{wbnM1L^N zc5Vdch9iHjkG2eT?5k~V_KatTq~Y5ZBpeAw6k=z4Z=R0L>P@g+Kak@zh%@r<=8(!5 z{U_SSIL)~hBmxOX!jNDj5YZsch(eqYN5menL(tOz#+cx$; z9EZ<*-}ukR{lwm1XV{L5;JV>R7!r&GA{xXQQHT@bh}a``NE-TBkZ>dzQHY)Gz4=CQ z{O+R7-v92rRp@ees!f+L#t%jU5e?#u{JXJ+(N8UIV;k$=pWCyhgL!uU|Lxo}%pr8T z?cBfHWkLxD^Q~((yI7b{1QL#fA;Cx>qCx(>zB!29_7VS`e^;sKU~W;>re7LsWkLR~ z=j*%<=BcA?u;wTW-7d-}Nev{ZcR6ep8I` z-;Y_ch=cj&5!-qHoerz8=iLLge#1UtNH7wJXpnzDm;BV|*jMvjyyNW~SpF=Y2y5^QObU z;-BmOxvlCHB^Ir}d?a1Q+u7K`tc|tl7r}Vxvz~j4Ihbdp{&zlKGKYitPRI0{PY-&H zkt@>A-W{+{(e=R46&Vw)c6mmrtASSKR2GPScB|U*131Aa;3{vRt#|=7#uH#E4}g{5 z1)_h;qSl`UYPt_t-*)EOC0easYQ-j2HJtN5+_$KkaX<$mpjZe8cD)z~1b^SpHr=A! zfM;%*2vi0bkpYO)fU(dz0HfG)mcP>T*Zu>0fp@G1f)d7)K>7Ro%lTZBvo6PZt&W@ocA+Z?v>+FdYM?mZ`78Z-U_L4H zfyxvI4$e9xT`;TdT=Vrj;G+D6|3djF)u}Ud8|dGNYc^nQvX)@YfpWBAowH>^hu1(_ zfDbfD!=6B|e1HucS@RphJ?$NkFyKBPfcRAZ4lEG(O|Bg11XSZ_*?6@)V~nzHv#Q9q ztT_;jm)(Gz*92;UKCkS7J$EIz5$daikRFB zZO>MV%7DIW) zadzcXVUtkSx;imgi5PPm17ryq&HG%F@quX; zwV(B<_Bly?Et8}U8sn8^U$pAs9Hk0+Syk>n#Mc3!r^L-BAa#3#fII>lyAcd5XErnj z%YcIJ07erDv=PWpA6~0MC1aVCq_Vz`SA7CvfQCXz16@l`Z0j)$A8ZR`wt_|F%?G6r zaTfcNm?D1c@FSlRP^L5?4&Cs3eE!ViWHlvklDg0`UM=_#qc(&`sfe*aTwmc|tlLo5 zdgVm?37=15>_}wFNQ-L7{3523I~D?2U&XQ5;bpO8rTLzqnx2kTuSP-fF(yjgzHe1! zr&v{dC967l1$vS-P%{mO7ON}oiOY#upi6qsIiK^}XIJG%9)FeDD`Qj<4E68&P@jKI0Ak`zu zXM@S5K!CCXEh;vGcx8>EflbX>%rU@$ZUcRK^8(0wMyuM3ZB{Y2C%^~G<5Ql%ltz&+ z_i}8Lr9f7JSw*v^BU#JE_+B8#`Mv`R_%KFIEE=OM_o7tXE$D$tTh(Cf;KKNE2H;*@ zfC;t+?u8ue2>h_uZ&+tDbc;lvmc)q53t;$fcqMlh`v%+_e|N+WhLLxtl_CCm1DAFK zMhWz)n+BM(5vbu%V2nVUQaJw({&sB-P_RT`W|x6h7Ee~@4#2+}#jCgL@Y}6cHP!?i zy&H5V#9IXU%kdOB8VFcGH1mk(mCq%K$z4D;uV*LMS0b-s|03CwRo9M*s`lkLA9b>lo_Je4uG-fS5_L8fHpT zerfUQ_EI2WRe9okLvnZ&^b^F+Ip#OBJ@#$Md|Lsbq|Rq$?m6_-9BdW35(w*Ig#2O- z1japrS~eC+7tXCY1L!N)$-Xbb|=jLFq(ZD!a_vZuAkJpjI@G0z5dopVl zMvdM^{Xp;FEBFikRp%vh#V110VIDqllQzov)cOrnY9sx3YH%X1XlBjmL#4Dd~(P|{? z+Z4MVX8jJ7VP3%D z2L5t#7Wym&X8a8Zsspgys?fDS5%XpQ^e>?%727;U)xQ#@e!e9SlSjMc#@AorPxwXo zTiER;woN1d-G$=f5$lGZMSY}JWu(?pZ{o>4hl$CDNG|-b7rqsCiX21U^S%K*`~k3Q zVx#UC&a<^av&#=5_lOxq{x-C>sB3MgA02`3 z_Mp$g-!|!}OM~cls4sQQ^xE$19q5~$5`Xnmpi026-t3^(ZX{mTksFZj8}PTS_yckE zj^CT${|(SD+1g`DA?;9x;QY0E$^Ug`U(BRcH)5RF4|2T;lC5m+mF~Sa1w|rHZ9MX7qRKk zsn9n;SfJO{2q)h!>PA}@CoAa1M#>hkeo6KDvThgKd1v$myipv&z5aK za3?`6h3rSBP9$z8039Zl&LB-0>%6{8A3GnT+SJCkdg zUIpsQ9G@P<*66*7Im|%@VyDde>HUub_s8}{nZv~M^gTBsRd;An5X_6! zD1tsVqyKC{epJvpu>L>W1H5DIDsX5r<(NJtjEy&|f%?+T=3?`2GZtO60?@2rn$Fn)7tQRyc z8fvVOe8Mq@$uZI65bW2-h3|SZjyt)<2Py={8p&82IWCH^b5dvWV8i1cdZ5lo~8yI!3SmkPq#|u`~`8xevTc{r20G*D34g;Sk z!n}vBWbUiUtIYi~>sRdn>x1p9U1sf>^AX_G*N!AAzg{t_ZLC$5m`yMH6zYxn(3_$6 zK_}`#N$Q~kHbQC?!v`ud--g(&2YTTv*XKgr!T29{CaBk$5>#UIIJK!rv>G*^dWNr- z;JPQ~&{s3h70lUl7`cM^)EZ5m;Je;a`JFKmm+>Ayo4bYH3VRgB20gLWVUFeAyvj9$ zx^>2?p4PCcxzx%K&eJxhHW#ID$OK)lO6kJ6O*{ z(6{k>C)Vi&>t2}ScIc^B=z5*w{jteH&bdC3{lqMK4CduZ9i>3f%p78I61^$@JDX$6Vw*x7yA5CZ%=~RVke*|0G-(&!C#lHZNy?m(h$LLW#^Q|w!knl?L8 zIl9EE{q3XF>irfq>Jz;O*Y4B{8`gvxfVH;IM=r_(g$e%n7rvRH27b_*{W1O$MBFV7 zC6*X#_LD@Y7UI-_uF!r)p;IY(d^2;vZ}PEj7doSxBLB3ae`?D(J*Y$2Y6&(vv54Px zle?|ZfMCleUGP1jFK%I0>v&z<9sT{uxBYm90;+Ycc(w8tR0QnjH)rPFN(}bh2yMqg zVg_5^!+*l3qu*@SVgYM}FZIXISK>>DxW>^$^zcko{cEMFtWcx;oRgxC9!^px-^8i) znrKzMw^hZ>flh)w%N2S;|9AN0ef;_cesz`kUxUgAzZvilzkfqdOZ_}TeJ)=ZIu+hW zvgh+buc&NLl;vX2NAKBy--1e#Gt2*`M!8gv{VC($+DU(mujXg|*54E}EdtK)5%! z{{S?2+#k$NAD8 z#68X+?yb<*gwP+)8^%4rfl!%6y7Lf_)I6%E*fwC0`-$J_U&-yWT+whT&DLrSHpBJL@w;p8NB<6f*vjE+(Z zJ6ct%b?h(tux2%((kXziu#P9bU~}THJg+`K=@amsK-P7cBRP}fywGEVf2taXzb+e@ zqAs;bQkjaxtEEuUY$+V2p7gh>cF(BCJMlsEAFSt|1iEbO%KZrH^b=mQ^{Keamszz$0+7uC~a!-s@VO1hk!DA<=5s~U;K9f2)JxSdQBj&2cKpPgN zD*IYh|6bhhL*LsMxc@`^eL7Cxh0L%}&yw&Ha*zEJ{Es+TjIA~>z-OcaHN}UT5<3JvM$$KoH>>$mi1oSjF8KQ##;{TMMUxAhUM8u5lM_`wa$dPH z(W;Mol*;~+*uG7DoIzb1PJheTGa2_Uq!aH~45gnS9=DP+tFL2@#Jqtq$K6a)c})q* z?^3L)=NGN!JhrN+w$PHT<(P5gTF!q?jb7LrJ&|4R>=QN2X(0742wzgz-ZiKGH=Yk7_*j-LjG3FNYA9Dltx^JLS5JSmmG@UPzlMM@Un zoxmvO0m~^4toQ?eZFkB8Oc%K78sMgeVg|`r78;OB1}XLp7|wU#Q9t=BdZJc= zoxJD+v;*i^SP*|%Uj$?f*ufcKKq)7GKMi*cFt-+8fq~dV6@XpN?t<J8lBrdC!r&uf77ZPUp%#te^wCIzTkee|rwdChMCFPH=601$`dCBReG02|&6 zR05bp1>h(5fTElcUuiJcU$U&y$^48^6IA1A)tz~=xe+)Duqm&VKv(wh8ppa`0`~F% zm>)2eA3%NGnPWAezdM0sMBq~mfTVZ<4N4deWN18aS9~tG4*mwDV@4Z3cYyk&BYuh; zM2d9bY2Mv|i#P)b#^y8KjB>-rD6{;5mJH@;z*F>+X9Z7J-vewWN-z1(L+t`IqwZ^- zM2=r27KIYT5r}wMC{Ub$Z!5lchU!407i%DptPs{@0Z&L?%j<3+dM2PeKyY>d8|n4U zUvgmItk}l+5NmoIhy&L-8V`laRj5&30LcJ4eJU^X1YDeW^x-=_G(x~Q&H=lB z9cmDl#n1&Db(L;F*L#oB$O$MVI@JVbhg}`CP=?IpeEdK6F6a{Q{bGlq2SOAw<`DEl zynZ7VGRFcHAr`t$b{EgTJS6WYZ^>!rC;R$n)=7}%N zFtfJU^)TyN{gYl+6XTb2BgFUh0vah@!(Z0*)5@7=TKQB3pX&joPk*3$Av$Tegs0nX z(aAx4Zvj+4EAc%|vQB(X>*V!Co!ld4E-dLG<*xOTeC7Ly%X)7~eC#8Wp@q;b)JY4j z(PV}}S{*aUo@-D@yodfMJCNlVl-D{@>)|U2%14lfee`IA*Ysmit}GS zvTLoMc+}U*#w%Kx-BTyk7`JPrPBP&8rZ+mNiBGoyZgL_Yu&i8A>->N|=!s6s-+`8h zm}}P4UA_a!Il>c^#{o$#6ReX^d?`1+-}4~w{4{7cuu1RAP}l%PEC@8mzBjZA9?(?) zwVA_fO+K4|Jr;lOD&ZeIWl{rQxohuFeu75kEiirHH}CiGJL|I^dV`1O4HAyDIct!; zC&^<;z|-Q$Yph{K-d9fr!k^ej=9Kl86<;(Gc~C2vi1%Y}$!n}%ZG8L5YJAiJO%pL$ z2wyEj4mFX3PXG(51kC8CACwM54AN-0K>~q&eLf6C8kknQ-N5@c0|{RZP1I6i(!pJ_ z-}jaYnfztgSFP;DM~(sK{r_lt%jl@Gu3bC0L#W^yr16H}4r}60un;4uq$*Xx6WmE~ zC%A{;4#65tNt77w8r;2c`>x%5W1Js--uLN#$oVlx+1_ifHGS<-_q{6jE*ck%0h*5rFvbO1c*K`^upqoKR#>>+hKddbnpK9b>;pX}*qkhBWq zGyEhQzHs%2QA#)gl`0K5d}CJK`ffp`-DF zqQZ}OFa^ltK%lFt57%4;lH%N36iCD{LpXKO*m$ffWKRJV_tYo8F|>Eqajq)MacCevhZSV}~Dn zp9LFqrB8XX4X9x`Y~Kk#Wlguo@MLnJzBShJx*PwZKHoio4lY2)a}RhidHN%{JrR4I zK*vM66Eo;_EV+3M^K3=m;Ezv#BzA1WspG_Nz%b&T&y6z#%J?s4x%C#hrl)2p#=JBr zs{`=u^TmPSBhQKg|1ABS)WD0KRRIgTA^ zl5%61?>PE1Ab&-WqXRvp<9Sb+VC^GwzUXDv41+YE2P6;5s5|(`z+S{bKj?x+QbQ*I z%Om&AoC17xYJmL7YgJyi@!FVr9M1LJxn3)-H-qa{;CgkqUakpHR7@n7Ba7_N?nF~R zk*B=hK%RO)?cIePJ`->lgP#Q^@9L>|yl(~E`z$sGc;wl8_h3F;Wm zuZDC$`r@aioF@6iHFj{lTjaJ<>pY}foVP5T?JMQe{G?ML(DJrM$v2h0EFKCvbk(#l zkpJK4o2bv5$P*>&0vRQDd_`8(q0i#`w){S%hDp+>7a!?O?iGUShWT$JMvkBm` z1MARTE3;gi033HYFzt=_0zUlv4xqc+fzED)mV_LAcD-4ylBcVZr-v_~#{zO284qL| zamM%i*r3mhK5=dHxCrIR3l}Xm{c2 zK(nD`_yY*|NevFpYa%f4MNoiDsS+rMN<%{d{ChVvCDnDk#4^lHa*(t7_4O0?Zsa5C z{3F(%a+dLlrz+3~EhA=fmx9`)EHo&<-f!~yC!ezsPbc$0r;r&+g0GyD>?JE}_=!V% zbWQ)bi?utFo5w$gZtolW9L6fob#v>W-yjBa@V+)M^vgf!`QHF7en8(z43=&Jl@W7q z)gVwjfv;a@O_QLPSXm4zhFnmyH~`200EF7$D-U)4QWPKU=WUilm)J7^$4_Iehk))^ z?+k<=DvHuQp>IHj@cum1DEr$5N?>y+EYMR6=oIP!VV{Bw^9q#Kz}zb0GoH79XnA%3bCFo_TYT?^9(V1sxk@)0)fl-DeK*gqv@ z0V4j5{_-_-h&)sbeI-x_cXOSBjM<4X9qw}O<)73je;$TfWe@(wdLFR0o={56g-)U$ zR0dno%_6=(%=ZS?wh8!tA;idfKLhbE#BcBTZ8N|5@%=ieQMz^ulrLSOPe6Y`{`eWP z2O0nu&WYgouF#xxL01}`%5dl`CULHFK%j&gp`I~7y~6Qt(PGtKc`Y( zJ`HC-L47&9lz1=UAq97NO55Xl$puB({omP((Q9|eO#j%Jyka1~gg_@jUTVG#sQ4jr z9eHs9HMGb@AnG^Ct9PjT>}$S2Lr@oJ{I`sLG7efMf9%ng*v|Q$7$h#fK&jwZ8$Cd` zkQ2XMf@stcCy6FstGU~fqs?oI!kfwlMHoFmla<@67}Tw|*-K(^3#Sj-4>8jZ|rO5CxI zmyH4?l6B>85GZj_kNB~k@z6;0CKkhs2TD~(zRLzJPLUq6WPcACyP&spKjI}9p6aF5 zL8Ba}2IXmn56&l#;*Sf@(5v0SxAE7f#6)juZ@2Hz#S;Gw$q&6ha-RgheoJrH7@wMh zFD2s}x6xY|QW!tnMhuTchi{1Oj!?|Zhsq^8a~{Y1UXv#(qwo3D(uWzq(P#CP`%AsWqraa_ zNHxd|`cxm__u77TKfcy!9eeLM_Nn*iWxnA*^oQ5!_5YyG1*gDS$Y&8K|*QtEZJ%Zpc`lH3<7-ae) zUMqM=?X{lr{-BR!dE+k|8XD!deMT7peS%}f0BO}8AI3)>Fu!t)(PsfY!z%XH8=(){ zMU6a24^6F4I|{YVWOOwfdoCdVEh6UUQxo{^!Vu_E1_sKst5EV?@|9i0jblFgs{LkZ zj?ZtPkE)8E-{Ti06uF=UbR!Zd`>?@N{G@>kIfNRKrvwxu#K)#0UFGChR|#I}JWEWR~M6%`)&b_kT`NbNL(? zO@2SZeTu!@Bjf(roe*d&sDX{f)Ble(O9Ae&WgkgzI-FWN)GTj;p}`nTJsD^gMLZTj z{=`p45_hZd<<87C5P#lWnHA6OpBNsh^y5uYSJbIv$g`wo+zQ(nh^pNOiA^VmqNY0|368FecuJ-LCd1Lev zI>I2M7ZU3_;u{|-JdJxr8^{%Z1W2zK=zx=snIqJQ#%Caxd0!5&j;drH$1P>y!Pwqu|Qo5a1SrQEB+ z{%h&Crblv*3V+LcfIS4Ze#Je{gPWk5UJZTH0_;75+Q>O69Xd*59wzf-VYhk@s8=tbFMQ2C-c|0> zdX%Rus_Y}JLj5FsHu=kB6vcjjY-Q-f0@!DhQz{;Vmhvj~?@#*w>?WC6jNZKpdkJ#a zC)W9eJm!4KLwb7ph}SuP>Db{X1xcg90TP@Q~htUQ+Bj6q3&VlGMr|mK;!Djeu(RfKlw+3--%E&2)nLsucH=$b)ODk(+;q z61x)j6pD}&vvE)LlTnhnM-|-5TlTEOIQIdNf)a$Hu%Ok@T70)BaA@-oDzn=`-E|e0{^F^cydFxRX`4JN?EphB{eG z=Sn~OmKpD4&Gk6_=C>RD1*N0@T90ieo#y7_}`sFO8gc>3w5;TR`t{F(F{uLt^B^_PDBt_y?S$yz*9`dzDPkdxItH2ua~ z8%!OWqm37WO@k0U;)*E51#w3Hv(0-_Ggj|Qzj?V2bh29eY2*F(bGkg($r?358{^-t zWl3Kr>yA#^dH;Fc^*TFQclXtNJq$gCApiY*7c$?laoTlV8Ry^4`NIGw>p`=2ZY1YM zAiqAJ)?QB5idVI@IWnFDl16;nkiYx6CD6(GqP2GYAdb@`uE@VzLo4ctv!^!3Y0kAF zkw^p*hJ+wNh#ql86ykz7BaVmz@;}cnpRbd3>_=@a|NC)u2RT_c25WQp-;b-=&&fKo zTl(sIkcX3XNU}CZ#ajOP+IBJ*pI+Kr!ZR@)Vc5bAN_3zJ3GdWqm z)%)+x%}%^G3)Ig2yKiM6#&QK}da<#dNF)LYLqd=sM34OY`7Z0}Wc_2~KlAV0#De~^ zcI^M`V@JiwdM1x{%&*O>VIL=J(qnBL7uMyBI3fu*pe`T>LX zn_`TAKIQ>eC+nK2+IjzM4vm?^1rP1`e{YNZ*m(6o?cD#o){M=atoc6{<=DTk)$KPY z>wzlTZy`3;i#Q-5*5+lYbNT=8=N#g0CThNHZ|883au&dWY3_^*AGGh;g<4oDihvmp_h4iSYoXz#7vraM`uH%h-A zxIR7J;T3F1-%=_8}3q@TWjLqFB_YUBO7?fPK5XX`b+oJQ9+B>i;0h<dgR}avyZ$w|F66n!TDjxuZ>rpyx`n7 z{cPEX@gDxwd;j{}t{R=Jrz>c4JIy+6NF%K$JnXhg7t$P)D`@&!Sclyll4fh=u z?n%G-jbeWGvFSIS-&iMWwrkpWdTio~D8vPEMjR0bBn{uUArV>(APRBN-di1}kiVQu z{G>+7wJ=c)S`0J^82{BMo^~Az4Tm3e1$ChG0Iod=xJEJln!g39Ul_PFaF%ivfOOP^ zIz&N-!Qbgy0J~Yp-}Fx+#vIU~@R#yM8q|a13pfLbt_t-*Luga@EB6JCzXasrN0LRg zJk4L~fkedLv?vFl3xB+~sKGga9sUL^t_=`yPoAO<70Sp_7Bw6AYpIFA??Nrg04>U* zS-@PESkwq0tHq96RMu-2H6;@;HqPDAM1znds|$Nis3+gzRN;)V%D4r%(|o(yRm`qV zeFgUTjJ4chF4us{Uk1jB4B~I|r+6K8fpsJSWjV-`qqp-!UxygAnsci)w5ubz>}o9M zEVMvHu>(D=fvRI6^cu7IYyVW>6d}+b0ITRY?k6?MEZ`OUkTOqz+VI!@_~X#MY~hu^ z^q*J(6bguf+hCyBp1=@*P0VQxgt;Y9g*Lz|Is&!m!BdHWF}w6Q35=#Kf2nWE`2N5q4gkx^c?4L^dLS$-fpabA`#sUh1sHwW zIUu!WAOiJ(aTEk1=>W~aOW+sxtm^wUU<~JhV#V{<{{uh}fFJzE7_EUGtbNXPcwGSe zCht2SYoCB5d8z|b0m5}4kF*S0rgsmO|a7+lYy^br+uMNQ%vFdGx=>kbC?Is%^b$W zXHS1+-N4Oqp@S?*z+7X1AlP{#Y#gw_lRWMFGVp~5_!>G$dJpX5eT=FzAzDpnU{@Ef z0{=V;^}}YUDi&co{2~UQaKI-VC!h=Fzlm#B0rD|`-_Ik#`w`PbOhXXZaOEASI^QZgJ!AW*YsAy5{C0`uhkuBAX& z@Rxo-q848T{(`>@{fJMEh*z(8f^Xnd;tA@PF+O%>I0rojdO6>OITRpAd;snUyes7t za8dL=jB89fjBoGeN#vXP+%{ExxRat>&LpepnG@B>s06jdJ64@r7p?NlgZd~t`bxsa ztYa=~C_aWfHWc097a!2mZfss~u1yVG0UVjwofr-@?Msq6^*B-eSu{cIgc@ZPPsnao z#jci-v*uy{dO+%~0#%8g0(^HGFh^i8lZd0&8-PeMuO7g^uI{m_GP{7c)=pM+fmlvG z8Lw_{j!|CU?dot{yQ&;-QxAiH9^vQV#ep;Bg5HLFIXO4FE(~=`C1B!B$v^JI_W)j* z>&OAgD)sFNwH|nV=^nAFT3ECSUt(8>a@dvc5&U5>IS5cl)SO%g3~O#}n_AZhniq0apDyG|H)7fwItCz+pLo)|PmXxyo+(y& z&W=`2r=a8swX4LAK(nAm`RzF{`e^(O8&o5l)T#hbtJkZ572;<{uxZX{pvtL0aDh6l z%M+(&V}mZ4Vt`57)lKqr(Dt8D%;KGaBnyx!1!S`o6bHaIhxQ~_08N@Y7`WnCpi}rx zc5?Ana>ZBlSvV856Wcc^ir&j%x2inVJpg)wzQhjeX$S0THjt)w_}jJxKjUl){&ku; zKf3}I%UxjMx?~kuH%Z;R9j~Hh#i+Hr>}ttz>TMfhGc!3Q4TyXSkgZr?W1P2vcnYHi zt$B!Df!4JwNnXT`t6D&JlMxD}o{8$l_jncdDn`{;c9m2LsO&*v4}BJ3J!6_fO;8Vb zb6wWeh}_o_+6>^3cUY%3-y^K?6FUD;FIn|JnxuL_4bf**tjY-`Sy+8?>tU#7&_!Wy z;9i}qsu(cG>Ft5(cB6Lm0p`iNr%c6W8=!ZfW>rbRMq{Ws6M)@L2Cjy^CoH5st${vi z2T*YA)Akznd4#QArKoV8lzs@EY+aS0Hm{CWGa~Hj)_Q1m@Y!XKKnu}*9*$MFp%y?l zBkuvd#Sij*1iD9E+F1f0$G5}qy@ZbBC2Vrji5i@hJd4kDKxgl$aTSSMU0!0i&`&sI zGUs@q$1aTR$J{rehxyDq!)S8DIH0`v;>tPnGb?}6i?qg{-ZGaCxj6qV5IC;C;5)gJ zx>%L(yz)WA5(Na(LLMZCILc4eZ! zaa;wQkz8=yXj4mx=RLjny$3xAudCgmO!6TonCR_@z2=ix<80`O!l((usB_qHH}gJ? z&SznZrPy=GDtw!Gs6i|Y0nWGpnBJA=iE4~3L2cg5gKvG~W^uNKwuI`noY z>Df}D7J;6`c*CM}P@}B+VNvahVqbixOb;OB`1^hQVflD`6CJgrc9g@u)57tS{T!D} z+_2U~P@o(Lw5U@+ST(A=eaK0qM?d<=ARw;vhTZ4~<5pQzubmbZ6$Pycz2)zZ=qI^u zp;yp~&|BXAZc$D-i1~tCw;VoH7dRq*=+X~ZFE(qngjnltQJ!rXyB+Xc-k0aPk7q!2 z0$g_%>)7+rq8x$N7UuVyoh>RC#|$^odrr2fOq(rg4A*{{LN9wMNo@wA?Nki7=^w(-97r6rPQ8*?NTJPd>@ASaO2SGzPn)y+GTb|{Z-t^Us znM^F+!?(Tm(o1fFs$ea1T>}K3*W<*}407yoeBlGJa1MW{ae=tH4#aa!in`n|MR`Uh zs+RrZluMRqRd)vPf8ufk`VBdTFLQ3-I(k*cbHk_f>!ASI#_K+-a%a3I_;Y{On(Hn( zrFN3iHI7%q`r1{yVdPHw>blIW8P^Q4B1edcLqJS<9m%<$nRA=d^wc-d-3#FA-`Ka1 zL$0%iXIr2O*h&6o-u;f#H=kgA7pW`QA;W9z^NG)E6O_|lC|$}%t0Mh@ud}Yvi|{}4 z#nvIzD}3YpK&$#e{pd_wE*L{ROeSuK#}&lmVXpImYZRS84H^%P5$APA3i94Bgtg&2 zrxrpPvYdXuV2Zls4ZR)qo18mA6$ifDhTbcl8rF&V=&<|p!{pOlsj(<;L9kr2)dq4_~qhq7WJNZDeY!aGlY6UE!l$o`(gh99oZ*! zqX#1gHRwmZqc`aoLf^lJak0m0Z1aJ2c(abj2Z0C2KqG=44%`E}|AMvoKo4YuuAndU zVnO7dk-+xRLoGA?_5h9zre2_%hQrBIy&2CPzwpMkeo%3kfJk#p{7~YW98*4&IGcj4 zJcuhV>WVLQ%m8gcAofJhB{=TRXy^dY-9C=%$+d5COh3kI#c>w{=>M6=7>*6XK0`(U zN9Nc$Gx3WB#LY6s_#CI2`NybHdy%vAK4|dbrHq+x1=>7E|@&(6jn2sOLr}y`Q=5V`RSvEq^M?6$S zU)6qNeOaIdp%&~R=U>lBtuKMDn0v#{P+&0DV#aZNmZXA--y>HNRGsBwzNo3LRQ^naCee0Z&l4LV`>N!WA(^Zc@i_(G49vCkh!5_b0wB$mkO(VQ#z z&2ZNCa2)!dMsDHwDI2g~Bt7F1Z4N2wYjTRxL8W@vAxT|qOW*#Sc|fsf#*bTmAePTT zhhoL|_y44)aKctG=%n{S#=@=vC-4*Edjs>n`3$-xuHTLIRUe9vUvIu= z9cf1TB-T-C2vi!(E0uLTMBfFmOG>|Jb*8IbWgbf(g7386i;d88)u|jeg>mpVPyDSd zYo3okm9mo;Zcxi!Sykv4;PKCsRGqF#>fO>4>aZzR6^e&~;sg{`^w=HAX*r3j7gzBY z)^y-JdF?vA?IZSVA6Y{l_NEosm(q(LY6+bPl##aOi7K*UyehYqJaw7;&9POP^ShR; zryP_T`B`@^YIYv%Q;^U2<96&^xgB)}U${kleh#IdgYu_mCMeao*HmmR)FK6;DWGTC zpMw47p)2f`wF`N;1wE4@KeQoVb|>fi6KBL_(jw-&`DgB4+5sPIMjzXV{TQz!xR%cQ zCxyzp@z|<+qUs(Kuf{{mSaYsT-T!J;x1+H&=bMQQjrQZ@Y;x&b;tpL}mJ@^Pu?=>; zj89~WAs;0&AFouk?YC4_EoZ9o^i5I4Mxooi@yhYH7&X0_U5yWBzf#7g?2P~AA@Oq^ z{o@C5$aHi(^)@m16y1IzhO}B&j6F5_Et`>ipUI~Fq;Ff1gS`kf%Y#012z!C`&g=^- zbDyjZwra+4PuJlB>4Dl{QAro@&!H{vxUAMea4{AVjfAV z@Mij<&QON3Czw;wuHq8tEwEpqFZ5XFsU=V)`yRHa;3F25AsUJjdbqIr7PU76e)Svi z(E^?JB37U=xeE4sTU%?TD&WVS`QtcE&yAN?P_SPA;k>klj{ zGj(bpecN>Uwog4QDxWu$cl41%hFjFqY4oN`EvnBt`aF7+;uE=FHI6=c4EKUYa$kj> z;4}SlzVgXx%l2s1atC{FYFZ9z+cWI+u^Low_`))5oXmc{I=1Y_{wW%Jd)LCQihGU3 zU}0})Obpytgc@bCDOF7@oT}m)rKmbpl9YWWv={7Kd|RUDDfEhssH60Bl`~+!cl0o? z>4o3W*N~I$|3Dx3)E=%A%(ZtkVShsZRo{@Rf{Uc8qWw}-NRuR0_hP)7{3u#|KM7@T zH};3;sLAyDb^89SPrhxq|3$1X(fq6f`|9pC<=KaQNPqgb5$t`&bA1QsY3@g`140lyh961Z%|IVZsFCZ)o5axBZN%%GJlm10WJuP!vmN=T|c0d{I&i9P=b5F zK=va76l6^b$DS~Y892yq{C)rM9v}nj%@WLC_n*!)i#`Xi9t}p3i@&l1^UMpZ?wcdf zZy={VfPS_v4x|_uXlPlJbo|a=#D4${0(yKnBXEn%&`4zEiN-)fOCz`Vi~CTZ4psD{nP~D1AN~DUA&8e4q%{BY5+^x4s7@RW|R0`0G|Gar-K6d8|wtLvlI}&N@lrT z1Gq~)U!2Drex4_Oo-@kco< z#@x+y`kv)Go=AG{1Wz0XQjqC3bQ4_r{6(l)IHtrCe+i5*NG$M$DQ-qNI|K;POrsQ9 z3G8Jna6X`6Yiz*&8M6Vj6b+f@vok=Vc<(YXK=hM&0x5HKT>u0QsKcxX;L1CJIvfa) zMeBUUf3d%m8OGY~8Rb2H(J$W=zw+TP`(py+%3@$E9P7*a9cCc0h0AR*G>Zt^PHzu<3Bm^r9*{T z)9=9c6>xoM6D-U<>mZzsNCDoD1eOs2JmVekxFjGQQw&fA@cpjZZest_Q!@0|%iz!c zVtHhg&v{K!9_V@N6()(>ZIXRQfLi0*JCQrQ&$*wt-v&fH94di@P%_Mhc4fLrRsvPI z3G5}PZXYOt^wPd1Pa$t)=n-OpQup#jA_q(7*hy}WK0eJi!;44po(Exe* z{1_PH{Q&8k-&d}k(M!#${&LmDAcK+((#RQlpe{zaj}Nw)Ym|NKq3OZ@%yIY}G!}Mz zc?Ul2jPKfc^_<^TK3DH9v4L*Vqms9*7~~^cZ2qz~jkscsx~lN@`e zvb#6}k3OG6FLk_txP1g}{014U&^sCk`V1Pirt^xV-USO8NGoT^@@)h-{w@g^$CB_VXQgDhvUgt$;z^7&r z1J}r7l^8$IXWkQMxzWRTa(&4vCb`rQnit@nIo$9~eEP08khBi+A|R zJ*ZK9Dg#U045Sk1=#pGhp?*?y zufM!pYmk&F&_%t0W~B_!ruslT$rWQ-00$MGLQcLr&3D^sFqd-BGZX^Gmy5N(GK=d| zvmCik?YxOko(Eo=V3x_p(Iq;KcnEZlI+vy+)~S72U5Ib|;e88ez}ge9z_J`VWAj$P zugD7(w!6#y;+`_j#aBk2_Lrq*^un4qjHQkoW-i3sC~Wz@B(<$3@c_JQD>{D67;C#g znZuaR`ECesvaC%!9x^E9=`XJn|BP7XOR*3A(STgy<2%;x{aX3Y9An%dqCF! zoN0~o*Tsreb*RD9$bdq z_5-cN@7huW>fR&QJ%^g@EzsC^0cDc>I7he`0FWpk}+3+0^WfN02}z;Gs{uz z@EtpZ#Y0uI&n!jgQ=TuT$0-IBne`s+1zfEk^C0&ho<|M~r&g2SE2G~dG35W#%o*6` z6l$3I3|tSJz3EE+BsV89$1DR)vSzSJ$^eyHgsci;{(SdZ%hUc)OMD=1UYljd6R4V) zmlrVB>X)Dy0=~Tn2`C2Cw+Ik*pt`elKzZ{(2>|?c!*^(&-jc&u$2itBir(v7XKX_p z&HRIY=8{Q9+$G;X=K9Z|JwXzmkl!DoE55&cli#lZ3nX{EPKGKZ-XuQE?+H?ID7l4N z;V=SfDSDokqxhcJ$9$i{@70ESNc*FnQq`l6oQbD*%xRFZtBqnU8X&d10R5*14jv7B zbrO^x+WMntr)#f)> zEBykxUJw@`+o{hw8Izo@K%ZHW<9JPCjJT~pFgGyn8s@)*n4C>bpFlku!u45O zTjFy#G8OSh^5SPlGXq)wL~ecsz1>rKg$W+AB-~39I{C=xynfOL>a=nn4KiSmQHD|5 zihrSJLtlL=6R$4N1(Ca4c=aZJHj&Sk>VSP_CAK&&7x__F4){8`@`)q%&C2!36D@Z8 zOZ|G(N#b||HEk`h>N@n;QJaA11JfOX&$ro0uGvP8*@$0-1C<8GyJ9ZT-|1%QLcZ=o z{_#c%#?jl`>0yrn={|@*a_&UV$-fdhlZC|49L8+vEvu7##m&(ur-;*-wLtUntGorF z8l$!@s}FRzDLq;#T=o-$Yz$;pP(587Tzv}>*N1@fOKC2 z;(ZIckKRq8VrU*H`H(BnG$_7Pz}d3{|Grf?PNfXr6X|o{mxKXK=IHQDaZR_#MC#a5%ie@<+o47|4SgnzFsnC zrCt(RqvO`BV>{p9Fw21V&?Rx4Hr6%HnFK9LxqQIup+&ir0a!V|Z+w8hE|WV_fh#lb zt*pTp_og zaqRu-8<6AI5h`xi}|3zkTZ!C|5bp9lcfQ6e#P^ zY0fs#W}u@V=qL`IE#{oAoRgPxwsDS;@p5xcOU~&7MZgs(0~#ZPp+p(Sd6PJA80Qt> zyvrWgg5x8x(-+1r*(y*nfAf{Y5&rVxftrC)KQ_Vpp&^-$#aKp|NLN~JrVQf#Od@@E3RF(WLu%@sSm>Ox`bfVKK2oBW9y$`EjH^K`o}_MMhuQ>R ztK-62@YDVHYe{r_m)A~>py8n zI%os~^zw?nd$oZ*=}G7WzZ&H+eN!a)@fCf=1bVA&oSUEe;)LE#@M>xUw7vm-PBmx~ zn72YoBKw(NW@ILDk_$?Sf~+SG@iMGppoBtuQIr~5;|G+Q_}?R452-f3huFULmb%a^ zc@*=L>U+@nMCxF7C;*`x_)2eZg)D_58}7^gF(aH2*>$@s56i*y&3BenlL= z@+1e~Pvh_pjn*g^J~aj(&5CU3g3l6{o$#5C0yPbDJc2GWkef6rv?TicqGt_~%3i#X zQ-EYyKo3W6bdGw}x)u~-in`N|y3?7MqR%MLYdAUU6n$ck+VmIS++|iyPsx1ATdv0X z$>6UBDSp5xv(RNmcW4M^Vv|VV_GjpepV8k?N3ODO`o#E7)WeL#^Hl1iiSIVh6DBwG zl9W!q&_?=8uP0E~8eN7bee*EC4d$Bo zLa&M*vSy5@EcWRmOV;^GS;kt<8jC|KIjAH(0rqX;8z8TT(K|4PKkGiZ0=uu}`}O2V z>bl!1=zo@S-vC;aGmD7tCD6kyz)xpFQ8Wq~DI+vc#AZN}w{$G6m)3cqm91cw%jA^W z*lZZKuZbVr!#7&u?~9>FiEKvx#AjO9hL($59a1__J`@U+ZjR(`$F8#XtgF;~(M__P z>Loj`dCIDpdMW5{l&U@HQ%X}4gQ%&?&C)WGdki*crV^=rr|2`uWkzD{3c0nJm3qYQ zlgMekIQA8FHxPNxy)@T}^qS+jXEBz#ILa(()bNhMWPO7OI~m%=s~ME}omUud=mnhFZ_q~-Xa8!e%)JTrF)i4ClyLHt$+taa{?I-$x4mA{^ago> zFV!p0{Vx1tE%u(XlOBtH&OeddcAB309Da449uJvzmV9}VUNVWj6vx!#br8p#;Ww|# z+!wpbeH|o-_aFH#SCdb+ z(u-r~H|*tVBRh9f(>6oTyNdgu^Z0H8HW|Xbtp3o{b?Ph+9(R_e8@tKb`)>3Qo^mM6 zPu{Xe+R+EnX=Ve5A}_ zKWViUniXp4Me3*sd$9@BJp9BR`)cMT1ZiMtu@C(N*4B#A7&q! zVeylh+&kM@&?sx!SG#ksXfyYe-0}p-{bKlR8RDQULM{|1^phFgyoG-Fu~8;*|Mtmz z580aNC3|f?G6@>7@@)(e-0&RG@qxpk1oJD5gN1rQHX=~-r8dyPkmpgjc4O? zg!Ubx5C`qO)rTi(yr`v}o5p7w5}|#MD8xZ~Z@si!XFU|J9TNhiAqdeUu82bZ`8*HL z)mdW(YU9`#H$od5QHX=~-uiNq&N{lV_WOT-jW1l|!r)(@YsEo2Yn@;x<`Tvle{J0> zvCp}2zdol@TXohqO0#7IbNcmpMNHONf0X$3dF5EFvv!Ek#<4N4NF;scS8a^W>T^c3 zLHdlBWvb3vt&%p+^cnB<9G-A*PQUSTY}8phI;Wp~bFI-?dp=6P`PH4Jvu^B`e&cl_ zujr$-@tpA)N5lb1BNy0^2rVZd3USchTP09u&Djn!5016Y4deuoPRgxFlzFY0@}HeoEw4s`g|${=&UU&|1&-88?Cc0Nc}Z?1vAE+ zWNnPo%-@Ej-&#%)hoib^V>>Wz8Zl}^B9IV7Ar9JmtA0ARZ=~t*e?M*q`tDgUef8bT zptEi-rp-|?M;F8yaYX+2xs(mnS@Y-6<`TxSAxIFSM_dtwxFF7mBjSLhu~r)rfrKCm zanRmddkxcBcdpmw@bAyvM9fzBD`x-wxqs5%hS%5D@b@`ga@Sc8#%nQVWA2ei1QLdX zAVG*8`S;gs;;XaX{iKcS$oURP8al8cf1g980XnPrX?ppek6Em!yP37|er;X_Ogig& z7wuXu%*h$~&-1I?S!ZqESG)G#=bjt=`P#JK6l4AKF?;mXSy!yr&iiL`2w)Bs`)kL$ za-Dy7t<2=nk|El;|9P#kO?1{W5At*D-`D!In9k~T$&ueeu%kj8kPvH!LON@wecJbb zKc{SAoz>~cU%xT$FeC&CLiEVLUrQnS&3$^!mu;LMi9{g3K5m}z)Q3l!Uz}#V^c}km z`>5JOw6UET+Yxa<($Jj^`Mb^r?qDun>DL1fWU_N*~?# zTB5UV*{;nmlKG|2nC^OdoQ#^z|FgbJ*3nrXMEvFR>7pNh_6P-fq@TXmF49>)t=7i- zb=ytyCLZr;wmZ#QZAkj*yfAtEkY3ZdE8{A}1#w0k5eMXd_IZ- zth>N$opqgi`o+Xsa@wlD?s28h{PgVoGFMH%`6aB@SsOjj#?${-e%y8o`{+gme^R3? zj!0By{{)p|W{euP*3MHYd1~-*o3e{dHLe6z0`SRT{(k?Gzx=0_2G&^-m_2{>9|qj` zNLQO0%U}I#nxKCGR$9nMeTk8B;uPzEy>Sc=4${!>c-!=4Zxs)ESy8808f1j{PoHlAfoetg+hxm zH^QRk0e|S14CLXNML8D)ic|;q3{aV4hm+NW=_l09J8|mB!x;5)U$io(0%@-gBqsy% zkU3w0Lf|Zr&Qm-k9*Ir`;*e-lK6d852dV-7dY*e4b5DfwVxnDTDqvS{)1X!0ch6l= z#H@w7V=?QR!&n@5IMk+MC!inT1cS#hCKAE>uYBjn-|Yun0j_1Ys?fbay?||&;4km3 zIHn{Ji$ox#E!yz}SM)lxG0;)uUQ=N1Er43^eX))}mH3RkHrs%;%kF{K83#i0Grx{Y#0cg0`S|feBXNr zx&q2_h2u{$MorG~+G~neC?~(^fl^ey4rFjQaH$W_bG!qd-W1A@`@qbOGuAqw zD06`Yhp=Ym(uQjeV?E=TQ)B#MCHD7bE?*`jtK~To)etBpOr2xZvd6$#crxt!0X+5F z#jaxV*j0v)td(*1;j?QQyFUK+lCfS9S4|rO>BKY4Z~t7*_+H0u|y@-&K7Z;wV} zJD^Cv+tuqgKyxkt7mI_!hcWIQgyLa0Prcp<1ak?3ZcgKmTlz3AKAE#%vYO$Vq>`^C zsCGl3Mq!*-^fenF*^Dl>0=4)}gLq5@8U;*bF0iu!D}b)yXBUn@r2u5B0DfN_w|N7*Jf~*l=dVB$YiUAgS2Gr8=RgP2@S|vq^IZ-8zOi&H;#;R2nqty$ZP|g*sEu5HI%{qAh{za0S!xPP0;Jf25#Hb9wPM(#wtNqhC7r)f#6x!kgPnpN- zgFyfAgFE=cSEMaE7{GV;ncwfkN68Y&DvxiXn%5v+)t?iiBC|%TV%6=c@p^KJC$Mc| z*H8}sEd^Ch8T^cxi>+x>>zeT-=`PR%`Px)GJ~$OW4rrOIu01`W5`*K_sr9kyeRQ;X zH3RB{AH-=C@I}^`YZf#LtZh1Lj7D^h7iBFD%*iNs0@FsC3Ow=2&js$>0t9A%7E z^Dfv`KK#o08Zm($dIv%uga6oylCy}>9AANqBWanLC-yjBg{NQRTl<*fQf%~+_r`YQ zz3$K|;42FQplZTzY(Wbq(TA(5R^4JZY8Qs3*uFD$yoL7lU-fq90wO{dk=UfdSAI5 z|G@A1P5=%)mORC4aeOfnKiq&H){o#lFux7Qqt#QWU_S4F0*V~t`UGe&alB#^xp*m1 z!Uc?lBrgVP$$3x1firX7WAb$HZmUuyKsYt8Ee)Uqqr?a2F1 zz|*?{OLE6A{D2M)0MZFGsTy!Z+YIvPXU-w7q@v$yd5Jl6y&U@&tPN#O6MSPRkVDq+ zgX1;Ymkhw2=BVR0VXYobTyWfvxzwQw$*SJG zB-O0<3C@pI?#u0JA3olM8st12I4|d{a3#Mo-a%d~p)YrXRoRCC>%x}%*8*21)_quS zfAsc&F`r_Wd24`llUIxftZFQI!Q~S9hS>Cb&FhmCb!Kde>Tno1Z{Gx!)gfA0O54>J zGrA_;>H)pm@e&BxedbGEZ+;g#0nWX`x#zwEHKh*as6cMUw@xlE{T9ZFVw_%#lLzSX%)&?sYLS&5$j-c2XEt(Aaw7UU30=Sis0*;` z>4$v(j#^KAR_DB9#hAm2Xl0^ae6!nB(k$vhF!{xRk9qU7dM_Z3#HpQFD?+UA8B84* z34IqiA`3Yqd?ITPB~B(=)$N(&S>~P(->ZebTax$A<42!}nO0nLAuzrE&l1(81qteT z(KzK3Ygbv&%_@AN3G^ejs}_|AB=tMeAIR(NG>ba)+MA(k{+lp)W#7St$vGR3O~{q5=jIpY{{Rh(;uB|^<)0}^{2S_h;y zaru~>sL`qfpsOorujW)C5^VE@%7}JE2I} z4+X_IVrV>l>O|JVF;Av)+#J@7FSlFw6IxrLT#A}fK1ogKkf^G^idW0SW7G}$q)pV( z+Qjtf1p1bP@ zC;Xrh8U)QHdk7bLf;Am}_A+bfOG}b>YU7(ZhtPwKfeL{hy=!W!&c=hZIO_Xp5^ zJ5&q!-}rmfskcCu$&0xISbu+BgUFl2$s*QRVKUT&1IR<@r_TuJ4A4z~YUZLoK%;%2 zoH39`0`ZxF=wR5-da6-&h0VtHID90WmMuSFU-w9<&doAWYb1IMAt0y}Ub0?8MUJouO{r z;q?{u>nl3I_d>Y#R{W$1K5Gi)y8hS&`$V#ai_CHA5b`U2`*s?ivHi2PPGM#7uZ3p0+(!hFQA#I|0zYaE(5)kAxRk% z;?>ohu5mu-mO( z#GanH@!OWMB)cek+NuXYs0|E><0S%sz#6<#ECGZ@B+=)}orn z&^KD>rRd*2(L27s4s8j))yYfUt3h4D)&scCeR{o0(4$PG?{gf+@5n%Uuwmn%QJHE{ zWfof0O(;&j9k8f+N%V8{W83dQp$r|$I(n!s^liPVS$F9p`!I$Z<7HYv|F*`WHqt*X z4S_P4IyHb8>@<%1IMl6~qoET)!jC1XE^h3#Y}9b>gG}pA-&LQzIKBL~lH6~gx0-{_ z@AG=I6qI0<=)Ljt_pPA8Vc*!oADW`R>~}|`s%+k=%1M{1R#r$+HuiBxd&j8_ougHQ ztag=mIDH!D1>qYdu;r5X^sj%C?|H5D4gbQ268P;PvD&>6_aN!HuFyv;@=H~9il-`b zK#Gb-=bqv5>OpL@+6tZLZ3pOlwzKbJP3L{_t1jf)w$QmyxAoL)e_|y!^|~khPe;~v z3_Zk5WABrdp895#8n-%1B?d&Pd+t#xRnMzelqy=#qRs|e)M~dRb-Yl5>bg8e>n|{CbD?kEuuGp}EJ6!4ve=5|EfwZUrOxdW{lhT|HvQI+^vZ! zY+r(U1QlFi=*l{Bzhgi4O3G$a&F-;hKS%vP33Vy4UX7T&Nxb$YmOs$Pb*ha`+jEbC z9`+r+97t@8BL^iQF}#l^XIU2#H>=6f%)^B_Y-ODDMV`>WQI1Cj)_UdjP*^ z%irni1IevomcBqjaw0e4d0Kl6uz)D&Kn?=)*uh`>!+|677ym}UK^_7B$OM!$1{neT z#sNr$4-$qfMW!O|$UA;t4BXD}1=s?Ae}DEPK)Pf!$@fe=krOCJWuy+DkADXu^$DoM zn*eF?7&z7);H%exO0;wn--F)LqBi6*IM2jX!6sD1=cp#?xXrt=s34MrIaboTdflX#p3e)NhbHD@x*XGbVtiUXS{ z56rVFG#tP{hu1ZWr2*@1jJ}%j+SDwGynh3nVmdJM1N#1(Dg{8bhYpr zZxjQv)Mk{3!~71VLp2~~520*Ggi=DIIO&(fU-A=-GN7@))F@(*YS9L{Rmvzuda}Nu zP_E42ulB%|TJPkq^v8^HCz|hLj1myVU+)j{^zz-n--ZF@9SM|oJn+29{C$50@0oLJ zpzc3_F4aHiD@`Z(OIj;n5msQp-;FX47+k#j&+|To@#No)Jh^v2>xv4H6|p=O8>oUF zm`m&PJlPi*h7XXmy1-HNuE33uSj49XPv!=$(Y!MhD7+5rjo-PWZ)Ce0PebRs5}Y>- zxTgocTdF;9ls3TJfw=5PVu5A2O+|+bfhDd3UIn~j#37(zc3>MRT>mmq=(|Ad9`Uqc zhXBa{Od(4XAT_|vdt;w2{eb1MZtoCm0Q4&mh*|sD0a9QNPzK~+btprw8N`l`oAm_3 zg$=F1NcyloJCKj7*MM&0pN(I$W_&d(ughMt_E*3mkm9j!K!3f(;iXp*XV)|w}Q$AXxzm1K-htJc=PHQ>?Ykqy=1hj zUiN?Sm)iKnpxZzbIp;7w9k~@K(>|yL_H*8D#@PhqV>#o@046e;r{EGJ1p76RWpDdiofp%XOpdEDwadH}J&?tYb}pcwp1^(Lknw7(Kt6OQ3sR^`Rc|f<^})tPpCHo=c2!5+AH&G0F^L z!~r>lU#CH9F}-_N@p0)UQSExk?crYXA=U>t36M%`bfp<^zRgg20Qp}J{CW$}+~6Yk zO9^1O$VuQv*@@X0Vs{NO-2Nu;N1#H5fv`lM^%ToYAIY@QPxe+Y$mhETdDfLRE;Pyw zuIowM7QbnP(t=om+9;fO{+MEvmc;Q%Vq`xtl7YA@yU1MzF|SQk^>V{(km;Ov0UbTu z0X@hKV4h!j(z+v*AV7GImj|9)2^%8870|yk^8uphoEPe-Y~-Say`@i@w}^*c+{XFK zq|HVt`V8s~GxiH72Oa^I6K|5#WRt8Wk6j~w-HS0v=c7P=c0x0-%p~)s@+4z?ruXme z(zm~-G{4{@``rz4%z%BY#Nu^mL-55`Ma1I_V4~E8dqLzqpjG9z_LkXCJ>^}5UR;VAq|`2+kPH;6>3g6$ z`GId1g|elH2}mu_Y9N@IS?}XAP`Gf-ZH&JIe|{|ZIq&D_J*31lPr35dM;Zb1jGSPQ zRh^BJaidY%oy7-V@tOs=8&INy#mOn9h-+S*3k1meY``;t9t8mzDwPH-_@TcTZX0AS z`R&C+Y~mOoPpUz0(UNnB*M55Fj)3TmCC+2|10zLh^ZA8efVAub?ayw#d>QE{=S&9q zKAQY^*CeT=>$Q=pg%6 zFd4gtwDOQgMlT8V@{u(c{G?5kL2{2}jj2Y-Nj{v+dTQ21w?cjfk~{*b(jq`+HVhC) zbnvh+ddv*0@jWzL``smejEA%yOOMrsyrM|@h`8^9w z2D!0T8g-ByHTo7%;7jD`R3Nwf{sNfVbn@0pU}!gyc;4>?cBaAnQpt6nSx*nvwx&=| zso>)#>-u_1xU;Y9SWZ1!WRf4$i4&`!D5D?ge+DT24Jh00KqG;yxe3(yBDzn4M(ZfP zywNObA<+IQ{~v8<868!&wd>#xso)JX?(Pn2;!belRuU`(cL;>wkl-G{-8GPsxI&OX z@Ziw6JKU$}A9sA?-1GI}ko#kfvc1<{Yx>%w-gg`1MHZ-bfS288&8jzWN#Z5%c=Sr{ zpUC`OHv!4s2ld7Y;OHh|$pUp*BjUP`URIMgO+&c$2z+=Xc0zPM%$L0SUJumH1*#g3 zo67t{{(@HF9@l1G%P#_%Ooq~d9x5*|UJX#`!X>@M1K4XSv?%4Fh4=<7#2w(T@{XSB zA-&dRAer=Cn@sd0*gy3Fb6SFrSm<#sGnYGD=Mg^i7~AvOS z0D2;7z>+b1MhsArSZPU?AxV5r83i5JaJ@tW0}Q|huf{n@=hOJzDi@ji*^PSXB~AV5 zH;9MQebAFHzAyv(&IQ7{fHAiU z=&Ka^8^pCfIzXuqf!{>wq){B>B~Xu%MZDk5ckQSve;ntD>-0-~Lv?bDUZjbiPQ1nv zgE<)|FF7T@UcQo3t7w2L76v{^?paIx94ZbK3i6-``G$V;E;%=bT$Oh-c_A2h?po^C zQm6~)aXw9E9V567e(;7kJyi%Q6~?r}GJUf1`icJF32VcTD_vo2o(?iQx084raFL=f z-KAPFFS!d`^f0w;2Yq0}&syo4pK;NdYf*G#r;~a4fQ93CmEO|BkzbrRu11np%2k9C zjX2%Q+(TJY&Cks3jZT7~Y069gH`b3Q+|z^C1a|94PTsu<8kC*%~pL4h|wV<^t;lcH3@@ zvn&K6J+Z7-dS0bRou`*AH^@`@>9wjDMBfl-a5ID0AhUVDi=KFLIcUg$;&SB;>v2HXUHE=qHE(%BJd7^H?>V3b z`A*E{7$C(O4w5Y;Tx7~)PkBjhE8_$Vo;aRNo}FalEp0T=kq|>K%Xy1k1!x?&&VfI? zWeu@ZjyU@A0V);ZZ!9_4$H7Tv-*6X=K>b4x=?xS)^**#9U!myW*f{7E!nuAAV$e#9 zk_yeq+K*h1^Pi?etwapwA;(mKB4aJ{KM1tE7SQrPnEL>(IW8}A_(a}+3Vfd2lf%tT ziX8BeWyHyRdvx{&n*rO8g!<%j4{y;!qj0`26fwxu-sA!36ecltMaFHwace6>_3)>+ ztOMrW0?7v@z+VpDGIO9eF^K*;a~}G912shP_XB114JSD_)L9PrxQlOIptke}Jq*kR z8j=X|Vl8x5@3lcJtm)fl@*;B`Mvm$79Q%=1XuwmK#uVjB5uKKojUCpaxhD?L-}@PX<9@vIWYNt3dfjv-Whp z4`KbCprf$TrL=^G!oY9N*dt#nZ&?HlMPu|7>*OuHps%oS{5_6O;`j#Wxf#c+uHNF` z5!wVdbdC&#LSQlaoy~boInRsh9N`=j$G^f(cd*Gk^gN5Pllrhx=Tm{FY)zcA4@-d6j*p6a^m7D)L?q5iPQ>D^t2Y8 zEuha@hYrV}&mN3(>Ic+>`1wI(F>;%AZEDPVSj#m0C7AWpBwmgahiUnt8Tw+7{&0lfZ?uGnD~eeNzO>7XNMK%X^%{pX*I-NFW1qpXbo z17G^UcYNRNG4v8$9He(vCposyRVGyMlm}3@%vr&_-a(s6kGrS`duk7AE_Jaee))CW z->)Topg+LwLCn8BHuI?qeMJKYSvuWO#$oF>xjp1^n3o)1z`X|QT>d}kq41gOuGH2s z+=F7CHVdKH38aU{*RN53U8Zs^#$7`F{l1)hjNAw!PcHD57c22(&i*7Hv^n@dI5~L*IrJ!gTnjPb^N;Y8+t}eMHR4M#&L`Ku&H*)2 zh2HY0ZXdZlr?1p850n?r9ObjOyS$;7{pJrnVO{P)jO88={blXLP_{x_aWa8gnG98A zB6R^@m~+Y?i}4}1bp|;y9~!DD&{$A^yCDhG)Fac$e^be^6WKqFp`RN8)fRLWWw@s? zqpLywYQr_4LP%0&he#q;6zB_~d&f=e2(TNM!m{cx)=MWb8oYGs6ldaue16=gY?4}M)R7==WUyy4_!&!4}g{i`!>^)d&tAH`}LGw zp1tJlm*aNEd62GhV5>S7D=)XBg&S*Dz$$h&u^t>S2IJVJW+@H73{x1b8q4q$IfT(S%W?3T37NWd%e%>QzBj1 zTMg#E3%?&$?77%u&+~JTF;KgnnBXcQCJ*W8=_UG#+_w#Y-j$lZ?hf}zxkquy2Kt_? ztO;Ft()+h2Uwd-DAd!1a=MuEilzLboz(KZjauS~`uF}7vhm8{t|hbMPOiQC6P=uD_@lu!4HP3d$k2 zhz;`Zp*1<6KdBP*6HaCZzJe&k#`@lL^DNXS)2-u~`5bEf4pE4W^}VTKC@_mG)^juX zY(_$@-y;gKvA#F8h_ExIKDHj?$2@!ycf=l1$bUZ1AqVYDoflfiF*9zcb!FX%Q}}J*7$qt4n1sV%ChnI=X5{O&Qx=d)s~^m z>G$U~avSjbhQB{Azmu#l`KMi(*8wDR=9eYd&XnV2=0SF>)G{wKky@rCzLqr4y6((b zZ@vUOlS7xxv+wFis5OdY-gs)Cohj?+%v@obO`eA|qKB7TTMY^?81hv^B{-?!?_m*d&BL5LsXi?}29h(hWiz{N4R-OEh-zIdm zGo9-G^Ec)lg!m!8h&%G@Ye{0C=eWum2WHMcfP^ByKW_doJCj##>$s_mm$_p*L2Y(< znbk+iF}5vYgJhs5GZKpYPn}Iqp+_HbmXMLZ6#%a{|%=6Jb^cvb}nWyhf;dZ71Y1Z+A@EbqG7jZ}I z5rx!4$|1Ih4f5}O%OBhQk>BczsT^lU4j`dO5aNgUBJPMiqL6w>Im8yRLH_;NI_?)# z^S6%u>*vm&fe(DO<{dw-;fuH|O;56&lp_!t`ljQA$m6@kU>;1lJf8X!Rl=`>rK$sOw4U&hU8E z@?ne$*&L<9W=Ep|_8#qE1{*IqgE=u`nB2}$^7S;R;5bXuPBOK8KUgNtJH-WnW%lQEusKL=#RaT;btVSxkAr|F%-K-Rl zl0RAlG57;`IuM6-S@DZ3!1S^M69Ga{Fh6T5XjVB3K)H|?f8qG&NXg02i6HBdS4hh# zJb~5#yb>Qu^~C=?7?;-`_@JE*IEx&#{-4 zzNX|j=p?YOGh^0p!Cv^NbOlO;&c8D^Hy|4q(LoY+ss{AoFZ1vt=JASarUDrm;cHg8hXYe* z-p7Ec1kQv~BWHpN0n!z$qScpNQ7XAwq$;$@qDBvZvZ$Ixbf(1+2#78QN`}0#YFTu&nprDKJO@4g6kj0P`LU1QDAKhZ?02(C=Zu(T4^{t71(e)ikJ`{<_8*4&dACp-p0q zk61&7SD>S=s^ zGIQ%j{M8^vi;{!#VSD2AQGVvjXH^kDCI@|N2UG|f1>5Y83&X&}(TCB!o@q67GI z#pRq2oTxv(90L5QpjWgiKQvMaF|(os^^Ewx3PkG52=cfW<9h%FW$C4p;K2NVV*!R`8;wI`Hi}#EZiXG=}0al7lCz4Ctb^$RyL=D4cHpJTy z@^Zne%!^p8$vPL^Nmly7$!Zl(r+@l2M$LncrREVJaQJM0^qmLz*pa8y$p`2G+b?`b zj(P?xo%)$KJNc#v)Fk--s}^Qe1Y69YM$Dlu>iF z-T^1&{ghYehxxW=t_yj6z75(e{Bjs`)-mTcvFPdo&|9uO@GB5>;_6N%Vu?75#g~U- zvo6?TaaE`#YSAx5kxN+TjCk^9GC4Js+I<-)`%R$C%)KghJPQ1866d<&OG6p!MOvha zon}#!Z?NVt;J34&wWAIm_NMQmHm+wqmxkhh#M^0NHDjzt+sA_#Ps^S{vUjw*sS8V1^f9DItJp|oxy{*{Sc!YIwz2jW33fF6f zUY}yO@so|J3h>u^(4!se--5s<3*)v62{5mY*dL}MkUOnt*=oX_6MRHY*f!rG9RG01vxg~y+pOTRN_x4 z<1qgywUgLPUxjb|0c80S{*7Pw;p69*;p4=7kp)1KkbL19ea2olBcq)B|y!ID!VT?LisZSd6d>Q&%{PJe;1eJSJ ztZIEdl0FLhhg=qQ?j$`7^=BqN)ZQJxqHet+Zy24Rd*gEvd{5`gxf97H^gmXbKwI9g zrtTFYeuhy){f+_ACO5?63kz9uNnS0R@wZ(-{SVVG8-Y;MgLb|`561j#E(w^2i;5V-2qgau^TX!+kSM(wQk~L5h>J+8z%Lg zwa#U&r7kC^hdpA{h4vP8ksk0b;@rsf9x>MUD165PWn&~`5yz>-V;}T2B7+?8oE(I1 zmy#bEVcV%|p(bGsO}7H`r~XtjnN)6KcLDRROZ=o|Lr)xgx^|q>6pT@mptJI8Ko5A7 zHIqYUPk~NgJUI_>oJem$ZXGz29Dr};!Y`_lU)$}Z-$XAB!kLpFcJ_zXXAX8=z;yz# z{YvsGIyA86IM!SO8o7vj(8$$DP#dQMbzc>!IwaBO;RBbRQa@SafaAo(KJ?2uj(f;s z2ceHTNxq5(ZhM~iA#XK(Ly!L*8kUkk&8r!eV^gE5-p{DsjWenTGl{!i^ozZzZGFwE zC;g)rKCsmTYBqcz3jcUUE;@tQVVC#FX4YV24foLRi?i767PSR`?SS9y%TF&qjMx~( zHPOY~8Q2^hcrJ$Gg1m8?@1{?Ko^TfWV*NRE)K@+AcPKU+i7v-cE6`n;0P-X{*}Iy$ zgzg3!fbDw|ZzHe|V;^Ol&K%dDaVjqW=1e?x<=7aGdC6GCIc`1U9U2Xt3dc^tJ{_=! z19Pc`J?4=w$8Bamw*&v$7pw9$ic)RIKo!FN@SWfj)SiOqtu$*}#2O34P~Y)Q3;8vP z_S%tfNqa(bksH1=?l=z)83?Z)&Q)qzo0rEb>X zeSP5It*JHLp_XulI>Uz?$FXhjixKnU)s>5JYF2QJ>bwG2IPp;=g7vb-VAk6S{qqcr|&M?PLjtPDydju>|m>(7N9?3R$Xn0qXK*a#}2fNP&)~Ix0?O)P)Z6v_;K9 zZ|BOg4@iepi zZ&_bEe8Yib6PKgw5biJR=an_(#TNco=tb@(tCjnb)%H9|>RZhObs{xdeYj;&PMh%A zn%v)bg`ix;vP3*(I#9%*(R5uz~=qJe~UrcI$9CkiLO+>dj zky7Yn5TEm$#O@aKpU8U7Q^zi`c62r*B2m?jPEh?LVpYwh>>#4)(yz z^T}QIueXVzJFMp+vA}oV-_h56hw_FV)k^pF11WqdQO%1@P}LX5Dnr>QHKLdWiY0m= ze7&0%DxJ3EmfFM%zE~7HZ?B8pn`8e@P}2;Af{Hcw#136%(<`PYs#@0*)VoG;YTWxM zHO_@zmH4QW1oh5BdNRg)(+k~nK+o;*^UkcXH&hA^P#h4~*YTN__-RkZ+TWVk7Ouf{ z{OqY4uF%Y&)2TsR8-LhcBtf-^jaGxGPrdP_v*>5qL2_y+`Gwd{C+60yWG}y#e8KVa zw&9ET#WrlZJeJtRH=dzS^MDl9F<**0d^;IxxFnUON203h7pt~!h*Zbfi+7p8zN)TS zeL`pLUvlm};wpoF5510fgpFV0uRrMFY@vju*LQ6SMN~)DT)?ctr~yZbnb-7z-AdtW z<*BvRx%WaX$Y>2+W;f`v`qR^qL*wwdD~KQQc;hI!5PDmXhN)xpAH)G^ZS7g6 zaIc8h?nt)wi7KLFl=^(otRCy>xA5T!YFjHS(1A4fxKDzG*YPPQ&)} z-~*sLA+B!?q4yt?qDuBjfsQRjmCwfBWqX49Y>8GyURYGOm)zT##{RIaS(!?6pDQ=L zIewIv{PLXFF#K&1K6M)Vo~pxrgbwsnj2+I{b6xS*k}1lkf3mvgov13+ja7@LL=sET zt(?ObRzg=jnmvaL`}RJ6-*b7*-g{hMe1zVuwHI^rp?O~X!Ui7!HOQI@!DpvVwqtvdq7PYFVMb#bw6&~}vaT98s zD17D^F@eoD;KSMQ-*EDmF`n2wL!QQmOOR*%p%g3wHOhpMC@SyYQh+*e^e&LyD{ zCtjB)vlixWrSjX0%t9}<8Sfjih3|_I<4q&Uu^G^aWldDeUE|c$qS5MDKJE>^``hM$ zEMydazxU?v`@l&r}hE5iq z2c{kiRR@3He}8F!T)gHiC+@k+t6(pw{*k|!@8OA~{MG$E@Y{{SP)MBAOWQcEnatBd zktfl5DR!Li!hjnE06_&3d{YZN7-&HZf1|$@1C_)(y@ciBX|i@eDoX)dr~v$>8ZZf< z4BPATq}4_SDcr;$?#Su}KqIOHsVL7=*i-rYI#N54r@|VwqJc8t{wCo4-GI$G^R!$3 z_Wx`W(4;xQd6omA3jub&3%EZ}jl#eZYO<~hz(Jl(2PQC!Cyy>E$x_HW>nqKnB1U*U#=Fn3spN4Ct z`fRNnf;zw-C_)_6Dvu8Eq*aa&Tg4Mc=RlP*86O!2L>Y+Eh|xMZJ)WnPPXV?y1F8_9 z&kqBb>pC|X)ZSBG71GKO)_0Jnz0PO|G{ObS7mm%cl;c?2%^g52fL2TZ8quFMrXI(3 zz|8aWIvr?6cz37*fTIlS0vrWs%IHo&oDf?#V66DyKu?2oMY8gKzAH~(##b{2ab7=Q z?Y(%yH?X4Ejs{sIK!Dp|Bj%SD2pnb|GzOc2!|Vj2$Mwr_?cS$=G{*qTPX>|?3?${5 zRvr|_2F!bF7vM63f#2zLVjRg6i-CWwXWa%~%br?sxuvy?31_r}JIkE6@a_>m(y`pmhD{BrDFl%aYHY;sDg} zJmc!{|9Am@3RJwyR44(a0nGq9zTJ^0g?H9V8h+^yJwPsCa=t)0*3^aCCt#qsJa&@c z#_kgH)>Cd?)XE^%70dDYX6a?h1|ZE_fioe~h=Wecc;YVKFZTt;3e2NIU!Zs0fWZR= zDfVKp=-eG;<~CR9_0>Zj?edbci-@H>*u6UtDfDn<8BeF(1~lm~K8r4E8-aPS?)=zu z7LXVFP5i!=^$vCu(_wez<2$zuQ#Ne-F>Jb-i2%0`yl7 z;EeeVlB)nP-8?{mvH~Ca0DS8KIUt26uM_J}w?Pjv%R&0*caqX;-K5hE4;fa=OA6ic zl9`>L;UFerwrOQ1@l^?ml=PEY$;SJhN3{|~j2s|V1`u;^mH|g$?oQVS%j&M=RD+xN zuY|It9&k`}6OXM+lCR$8;_2@|^dA6K@-42H{lLhs0xvcKv%dqBEdN(x=ne3#r#k5# zI7oEeo#kAzn*{oM%9Q$00RYpvG84)G<~`>GG&d%_yf*U$^9a3!upZlez;no7m4bli zOu|oeK%wvz|LlXM`925f^vFftE`YLxcx=U-3USSVl6qNM8A=4k&e|CNz@I{ZUQD-y$$rU9^W^tPA)DF9fQF^zUFX} zN1u3dd4`8h%8TR}0h6pEZ^>~N1<1{Fu^EW}B6uEA^eFXYyjtrX?2TOq}9bgVgK#~^j zlK(Rpk}EOhdj@p*B_0OP#XNY~U~H z)XQGvgd5bxtoH^>Rh^S`#czEkd;Oe?wO-8Nw@=xj97EsfoL8AK`k>Q&NMpvHz;z}u z)`;AC(R=~2_KIBI&q4fNI7<1cuCnlzhcsF5B`*d*<8?$Ux1RuWD?r{ZOU|yQlh4TM zO3>Y~_O*q`o!_y+L#Q5rXPKgihxEZx=%a%)8s;K{?z;1&buZbC4x0BM|1SdKMouUk zsgrzXu)#&0L|Z%TsaBN1hwy7F!AC59BmLj*dO|e-sHP3dYRdlS9~QG z>$p)!FFRQ4y&C;x)|r7)68Ng^1$Vhbf6zxsMOc0IqhZ1e8wrNp<`rnw%aml)OI$-&g>R&T3$r z)Uw1dpu9*2XY54|a`EQr;n1M;9}dM0uPcV|6mva2j|Xu}ERJCvp1|i)iG$JCcpCf# zC>4_EnJfmGNbgh(zX%8Jno-9CZ^OCwbCX+h0HMqZrPD_s;ZMjF)bim;)Ovh7hm(WMoZ=|vw=U8!!9yla^^##N zwQ_eoG;{Q2UG4*~ey)`a{A@G*#u4&~sQhL>?~+9Y!S}-8Bqyhkp2N1?U7y@?AcBmEVWng-#=t_@GwFKze89 zmGvI|9e$k;2zJgU-qH=I`ZMJ%$!)!5FYxtQ&>OU=?JXyOtiK`-x*IR79 z8>G!MV(k_^I`KE;f|E2cLJ38j+M-9hX!61nC{j4?CD+Z#JX;_gp)Uvqg5Kwg0m>V6 zbQ}0N*Bpor_Yt>$LP_$Zy|-wgoVWrlL(NLiA{6$P_$*L&aJ`va&-tQ3!nV1|frg%P zPUK$0S9*n4dQs$_2J~AG=vVZ+p%Ox`3;!}m9QF^mfzHs!4)XIl{IC8N zAm%I42mM7d^dqaGlX%(5Te>#)mSr`8@S{&1v=fi`{s-SbWu1ZOx+UwM%lA9cfiJ&J z1meE}T{@w&uMMD3;oNprz2yP472T1#9RHT_2iSYdaCBCX2##1L+(Vt~;c91$B9mVIFi`*OOAq5r#gLj1nk$%kz50A%B_b}dj^mPM$O-ENg z<)O1I#%F%hGtS$)@E6k$sCJ7 z+jP7jc@O%TFYnpMw(*i<6`>Qff%+i;n_i|yQe%Qk(#Kb#cdJUhp+~$%4EA8}Fp-)t zj()J?Bj{sqLL1W6LDFtHit{ix846wA3F^(9`Z_s*-!#EjV&d?>tJJy&_}Vk}x-X%H zK#KDI#C>{4eru8nl|=%_xH^b^w4;2V4&?!qF`c0^dFewvx(YQ)aqiKyqAvGgU*k+I za)U;UJw>}g?ESF$Df)nviueKcuJM&Vysd+H`O%vNyU2=c9&&HAm%JXUmHpS)-<8nG zTwx5(-;LiEo(x?Jy+fmE*nT`zJM;}j2GWPOqyK8iK5rQ{Bapl>pS(Deyf+Si^@Q4} zySG@#2aU_RK<`Ozr3boAoiSsl&-7B~@rOP5ZwN8Fnw&8oyX57wTV3d~$f;4})NF-_ z3;cQ(eo}XMZz;5{kF2WMPkhXSWIyy3rM9_Cb?Ub3Txwrg{9vd-Jjqv&_i>LR0_r{L z#y;ez8QPN*-0#}Mo@hP3;!hlnG)NX#?vu@cHe)*ZZYuVkL>M)6x6Z>TT$y?Gz@ zt8KY|Q5RpW$lURh=g4HF4{CC}_ zIYjNIKB0%y)#O=MZ`tSut&}^yh;&Dulk0p2LcK>G^iDd>tCv!|y&Z%4mVlD_FF{nI>ZKxulS5%g0*Iq4<&-uoTYu=lvPl7_wLiQ=vM z0UIZI(%n_wj`EP%C!mRlq3==jYuNe*{o6P8E<4Q7WyI1a;-}xD$rr@pG``=$J)6SI zsWWq+k25lMJb8}&!-Nau#7pEt;v}5Cgv(j(#c*!!)9iupcl)*6_n1eHoeHJOXDEB< zp8}Yh;RV-u$i2hs^z|wDJIBZE)k$TpGomB+?mDn%Xm1c5vI{AWyy0Hb_%2SO%SEoU zHOL`swSP9WZ`gMRJyT11r>lqQeUP2JZ?=oR9KDAvCqK;McWhkV!yv2JC*PRXQ;Mhc z67Q~krQV`J;yJ@fa(H-3%tmtDe!bMEhiZ&JEMCn0*Uk9Je$Hdu3FM;=~J=MzWW3@;xN=B=(Qz!>c4>; z;E%q?K$%k05n5t5i5TZ8$H#d|hvMYsO&*>oVqa3AnD>oVOz*B-dv-kX>{dxbe%S!GW;(PDUF^Aju!DFZu zpF*jGxbxmhtr>{FJx(AOS)goEjuJY?1!^WQXcozl(0=gbp4y6 zvIFl6^4-B!+;`wUTKg*OLCCqsZS``DJxG1_BB5Q-MKA6T_vIcE`_b2kzMoz!>{UD% z=YAV{n>yUjAU8iRqL-QD9pnl0i1})}$(SD=a(uj(Jo!^A?3%_bWaGX(iHMD@N{reD4$WBTE-<{{O$AVIS9O zOvbbMffdvP_D~M7MQo6N56fveR%1#F%f~sPX5cW0LTs$>P4iZ3Os!8_$20Re)cPHw z5F6`z(;G*PX~pHd{GP#QGZJe39#M#m^}We)w#Ia}f^`f(=HZLDBld_w{_}Y*XPz6j zSm$YG+)(S-h(c_v?@g-)YD@=@Sm*NJUnBb%jj7xk>otCFuIXJhCUYO67{dwi`)0kS={PZ#AbpXkn`DNgnUoTm0 zkU8V+*J(`SYg^ZwIpdAOpXYDRyz$no(3m2&WS)JCF4UN|56-;tYK+pD?B{3Rdf(2~ zm^QVw&aWIkV~f}z8RP;p5^Bu}h(c_v?@b$9YfMj`=E*esE!AsGa~fsdde+a^n6CB6 zJblN_)0moc`Z=C;{mB2-#g0ZAQ~Rx%r;9^FHKs)aGEW!d@s&Lbt>gJ&Q(wd#u}2hA z4=IQIv(1;y(3qBf&AfTtbVbyKW2eRLal(;MdPxYS5ShT3Oe6fa``LLCEjTXQyaPoeKPCdZ^~4 zF}1q#d-gg{9a;9Xj-)boGm?30Ip0}hTHeMwKO4r)AV$qdDB_1G#K!vGbZ(NyH1~{E zkN^8|%dpkrpFL9M&2dIMjpl_txtcR3CY?1$cF3pB%OeP2GoP#*l5Aj9Z5qm@- z^^kIiEn~5XMub;b(ez3tt>$(3r zr!&~j_owa5%>4ioiUc8kh%e%f{Q5ONw9%MOez3-_E$7=H8R)=_{OcSd@lCs*zWMKu z*-?NP7?GRtes5kqJ8DeBYFKShk2#e?{&{{qDrrnE6@Jzks~r)A*jV42ilM(F&3@gl z{;a1lJ@d1U`Jc@pqqfGBWu*1^U$@1WIvUgJG5?t@s+H83+9g=^9BN%3@_*Ml;JdA9 z_v>8z_CLR0`N7t->$LUze?6ziXIqo=`Jca`>mcO!>^ESd#dR)vI)H>`%D7cr ziIG=UJEk&T=8pZnhsN~6U>&<0W7{G&NCvt!Bmb(i?;~`VVv-j7SX8mDZZ|2$4RS{oVtvdf_eSfmknBrIe^!ZF#&ujAS@{r8a zcjPSUMlq{?e&2RwT2e>St+q>Lt(oiRE4ph;q0UyF+cUO8>LLG`&o^m8uYAxtFF(%l zMck2JA7=r%uFu%a^UdbiGHz|=+42kHUHR!7L9Flh)_R~DaWmlmPtJPEeJIc4*0DpG z=kL$eMDO=GCG+&?GEQT9uq*S%%P~S@s^Oh^;{|iy;hD2FX8$`so=gomAC>=aYLtxr z32Ny67@&2L>Y*OmgKN+v0CnsKB;z|!3P=7TUa1}w74`Z1eG?$pt%2Hh0%pnI>V5fp zy}J%*qO@9w}~EIh@v*jA&81M;flbtiHOiQH*a+YcJ~ zTe(p+O$8$H(5U>g0lg{?yse`3N$yE%?tpkTcXf|6J6)=wAI-_41f_NPG^nNfJXqK7>=~#ea9K-%nyj*4W4>?7H9yng1^vb;qUov za{>dK42=gcgu*}vz1)B{^yYZ<9^4qZ4qy)xssc3yVi5tvpcoK|EPR&@-QFt-ME@Jm zo45E2{c2}+=2j>(n=vSU(^Df=`Z6dGKJvHy`9O7m7`RjeUS62_v5uFFxsth-`T?BjE3k); z*c%wyc&>eB0&tIsW)+0=m}FMd(9tP$Gz*>D0l6ICAN}_Oih@{pAJ2DtfOQmc!FC?d zS?JB`Phc5kuwOaO*K*#qbRg%a@XZjQDcJ2Jb~y$_Fw{U+9ikGbJDXNj?3ATqJ61a{8i$GWN9-ZFB@6v$S#PdYtllc8Mpg>E_sxG=NicXvd z1K+WS#w9LMHTayMQqRSz3(KO^0U*&Uh6BsNPF8r!PwQs<$D8F0%LKy3K#!b)IgeCIZg?`HyQ0=73I9q91nSam)+N`0spsfM+) zs5Hi@?Tt>GkP}M)Wy=n1h`4nn=FTyZKKrnmXWG_ zghd_qv8d~9Eb2iii#q*+d|+bk*ym6DseB*o!Mgjl1V-Nq7#ZuIk6kVwPEd{=dD3{h zD7B3IJ?kUu3Sf<`Sv!!R-sFrz*rDG==my9?i;{tLlk=vMlSW?RDds?i#$lsV6QfkX zGpMl+;TIM0C35EB6F_BwIN9K@9q`?af%q=3L-FCMD}bJ^0j3{}ZSnCJ)uA5of(}3j z-2}G&3mDTY&Z|3{+%T2gH5vHd6kwh+@Lhl4Rttb|F-|?sAB+DVK17a0r-Mq82g;(e zYUJ~VP&+Ad8nGL}`VTDx0=@)@DRbDvxgpG9&MM}^Je-NAalo8TFy65c;H^me1BvQK zM7%0JEcR!<*o|&hqqj=Ask^U%CO)Rlki$+Q4|sp`IWSoK_aQMhDl4@Ie?5R~&Ov@o zNK`LxCa6{BSZp1o`jEeNlS40&qc@QMDsjDlMdWAJn}ziS2LRJ$zTcQ;9NkStLINtyYj`UqC29L(cYql6^5D!JvN;LgiQ|=&6U`3Vl7A+H{hyT;(j=G zoIo7S0y>BO#-WQ=2Y`B!W0zp7kEemqS+GeAITuLid|-8vu|R40oNy^wJ*tzemcNEd zXic}gT`$Ymw*>BZ=y=zDS$Ija$Hvpy;8l`cQMt z>A>c0;nU>9hcAJLGw-c=pfMsZ#p2HuS*P9QNYxE$lw}WyjXlIQx!@ahbHZr)ijh!6 z5vS96|D0HzOw7BEBewZ2W+-_JzqUSs{R4jb6yM&3o*O6P!(4m9O`yK$>)i+PFl%oU znW)ACzc#r6U#uOano*aI-iPkQgZ`@=u=yWGrG*~F3waOhwO@8}Wnp5dDs@wUB)bEp zo=CjR=bYofskz=3baf7UYR&^KypDZX=T-7*U)EZ1HqcezuZw}Qej065$Dt!>1WigZ zuiM5!5dtjMW&@MXBYb@R{=1s=7&4ZvY)cE0bE= z1!$!MKITpQk0h4>pRECOwj0;V0P-2Q37Qn(wQ0a~?Q-I;Wq>e3QPPQPSLNE-CmEFo z$8`o)+xw_d1zC*hAn@J?sfj8#FxswJ;?&Chk?JbFKz3((4{TN$J0{@2Em-&P{rJUB z`m(L`g~*rf`1f8Y8HlC5r%mcY6#ZIfqdMkpR0giqhc!Of3yk=5NF4Thi@y!Q$8GT6L*?m3>d~W;XCL6#$F5?JYs4FKI(3g& z#LlhB5&ek!9n{+eWyrNP@D*}Z#_f3Jb2~;=pBbq(%&@4hxh+Z;1qB!NCuJ(VF!^E^ zezez%Yw_C48!EEl)Xh=&D86F_0j%x@=P)| zVUAspDGB&6wPgvlruPl<(cRk5)ePcHfxyB6RSPd|J$pxR^>mJPn$I83?)duX*@x5V5hA{(1{K zpzlmLMPGz(?BKUV&TAG3T>;nDtYO{3#18u0!#K3%dO6uV_>fo30Cgsj|r{}P?MSM@4_%R$fz7Kh2 z3~|jlJNf-f0QNy|2RBfoiLDmYs9qz1>id#k#t{3_Be&ktrRqGv2!kbHHr9Lx(^>Y9jpFm7NtgSq4uEP!#&tj zlAm*YgofuX>%2@3O{J!><{{|2FSAbM&~I_2*~(H0>gHsqAgJJ_Q&VGo19IV53&!>kG0t;QzqNCf&`vxD!@ofFr$ z?#+fL5)X_!6dM_dom(^LAy`*?=Gp__(62J7^2FmsY&6eAE=qx5PO#a_lk}LUnGe_9%={AhZOTLX$1l`| zd{E!f--R;|dvv>-Yp>zj@6dN;?9m2aa$ufr%&$K>?}WYrSyN$j{mIB$6Ijbsi&}eu zT&Cy`U;Uk{a&gT7s~!%K`*9^cgqGPs$F>&fuw`gS-Xi*c1kA-K5)y2e?H~o7*@>y5*eT?;$SG_&)>}XP14b;R5&?GV5 z3UnIUp5OSrQXl-6IZPP=RSxh|6k{)7+B zZbggAw#=-uvgbZtj6V7+`S%4m3Ej=Zub#f9m-t4^Qg?fk%U0E=_6vPhFDP5770H|v zg|B?2zIs)}KGms@9Aj+3J&TUq->`?8fn1v1jatdv79mZs^YRny3BvLF2zpE6a~D1s zoyMN@4!U^BXXXu#Pw<<4j&kXtvX|SFDGh{ z7jqeo?eX>Jj9-lL4W5arm|KD>Tq;%_pilKV#r>w;)bz&mD$wS=xn)#0Qn|;MWK&~J=_YTT0W2d&)=vH%`~doNPcKhoCBcjq8AHa z3a!dI`Y`Sjrqh!(ii6Vbl2Nr7VN~m(L}@ez%06iC?oEdl#Y(e6?TT9sg~~?yRr{hNz|dqW;JOl{rWWSEuL#mB z&_tf{h*9>gk;=9=lyB+uHtXq8Sl291{A3XOcIMQYbv$(7-l7M65A}KB7{+G3k7qD< zKWg~J2z4~wCa771V^zh6k?KSl zi~580E&Ytor{imJ_$;}y6UXi(7S18Pcz@_LImE=6#BgbHb3to<&Yh@y-q3$Dr)UR@ z3T8da*=yY+R>u*mo0->FV)X-gR>SyrvQvA|Z7uBCfP6WwDgA3p?v0Qmt|NQ!{n%X` zPcC^y9*$w|p=NS?JbU$X^bObOJ?>Ip?o-DfK>2nhQI%t#RI@^?>e&xEpmW^&_(4vZ zLr=hcl=XJpbNNKwAZJV^egnukYp>E@Twy%MT6dd#_n4l9T#|kj`rcNI_g9=cTq0Uk zOXVK+HSTL_x$jpV3Z3`X>!C}leohgK=(h-ZZfDII=w>$YJn9Vh0WQ(YedFKJlY*S3 zK`Rfr1gv=&5dG7@N&062O3|3V{_|J)DsDj4ym(@`I}k$tKA+J8%8J&|4OBNsU*G|) zfxn%9!c#MWU}Q(;9^vWp{EdI-cA#||fgmr1G6Yz_vr#|@bq2}p!V`3}1H}jKlL3Tc z@>d;jJe@edf&Swe^dG=;{z~Vs^!&a36flXa&vlaPwN6I81zrWD!Gd(={Z-&RzQ8kP z-sSK19N!bD#E(NjTY*@7T@KuR@Bk@w$63NVcu3{iT4~c0NNyr1D`C{^lO3mp4eBaNx_^fs-#n2P5<{m#2W%=&qNyP#(1GsFzY#pq<)Xl`bpwD3FrUTCc>*ZV z*^n(f6&iWYn3wp?z*9s6`T$>2TFDm+JmIufrt|msjnJF)p2}bCM?!G|1jB!jm#ll? zCD&W>S9~q>6w`pgLpcxwq;E0fHeUxd$71F>St|wIwbH38u(#&;h=)!tdI4E608In3 zbP2daUgrM57ux}A@_OzjKOT9=eV#BaE3`8DsaDpv1r{-kC;S3ydAN%8g<$tEpv>5+ zZ7@(@);S)SgX8gVbAIsYv{dF~n2M~^Tz*Icj86-s+q`fcDBP0;n0VE`N1k^jg zlXB{z8^A}6KtvMy8RR`1K8>i5Dfoq)w}_L2~E zeh+BEnNmQ|fPyT=o*VZ9(Mg741;|;p8?5gNkZ|DZ8A(7xVu6iCLB)WduQU!6@Apm; z6alOsYL0E;JOOqAFc9E8w}5N-xD#hSdKo_)dK2ECvmLpM3!n$Zs6Oo zCGppu10}tvvm~^Ho}!AE46w!TxwZl5#tLBbl^5!z`U>E6%k?q~U%xs7__!~$32wk; zfq8st3p5_seq~@Dds;cj)i6gfb#;@QMo&3kKr3HjpqFS0T*(JIh{eF8u;T;tXm=2u zA&<~!QT){(o4#6zt*7x+Vc;{9hq%e&cxagVdCDFiFPWNKD^Kk4PoUQC=4d4ipLSc1 z??R2z5xB=l;2dGIc;YcWYwHH}LSLSyd%KtXS-@V(KI$uPi#p26V(!x25f}+@ss00j zXcNDu(}4NE0J8gqb^ZW)Pmb#J9=OX>y_CJFm(GdMM(hJ>xJobavw_G=caV^~jI@v)Bi)np2a1nlg4D zfh^~Jp?c7()PNR+-wT)EdIiuKb8Qs>Od3d^6Y=+u+He7=m#aNAAH?i|E`ua&rK4oe z=`N$85}7@iry92=kA*`ofiI`xqw^TMSyS>Y;>@*HHPDMa*I!VT>z9Grrm$YJF|R%2 z9OOB0#DqWHx1E8@5%XIck=H7c zn>0YLvH{%#+H^I@OTIht1ZVPTcCP900ji!X+krnUA)Y7D z3wcBRHWaD@Xk4x{_sPt=xHGXhfZWi7?_2A|jToKEyu;==NWp8494@ML_HUT4HWD66RThZyGwW4s|IuhEZIA&w?qhBD2flLiN=i`)3# z6R3STM~QgsA`5$aN`+W2NgJq@tJIC^C!lVMqGk~{?(~FrPEk`2L4~qID^rP~?BuKo z^lG=LD>Zdm$xXdTWd2`20VTZ;O%r)L3-OcHh2zM}Dc7mv%?%PX%plk17(}xYC@nrz zd;@*aS|Gj44AO9cL2ggS_vxED($jY#Ul*l63Wtuu88HL9ZAVTjMBknx7#KC@e3@;K zb7T1a|FCw}QB`$o+ehq1uoDA2uv_QERzws9^18lzQ4~;y^`F$R<-?>U2 z=X{%^K+%c8KqwIAL9tPTHJAXougtYWIJYlxyOx-p$+$J*h~pQ)h%b?+fYe5`_Vq`!A-E z2aJK_v*&SrMgGg7u9JhB94F6&(MJT+du0Q|zKahs_Mr2?#FK!HpVG(|_@4D@diS}& zz5O-P52*e|*1wjuyEOBa>DY1udGQk8w?fAwp-b^X$GcePwn0#Q*g)lh&OD$@xdX)i zE5DzDPM|o{7zOZ!B2WnALY-oYbl}*&==cHSH$i84=qwnjg!WKtxO2{W2VYqoI+Xdt zupc@e&N=Hir#t7AnjMb+iI2uYQ{Y<{+7|l9ZNf{IJm4*lOlB`df1;s|oG>Ow zk@MbHq(`j^rC>E5Y2ekn0#N?qL#sCyyOpK_7v3F z`UBX5Ou^6Tw-;}OGBeyqu8E+BWB*i?oV8#XbdS@0WIZn*8DUMn?E*biT{k)G1=K+W zyyX@43*%T$ak33s6tj24=so=4GW&dV zI)?Su#12}1ze+6L#7B0SLIp{lYDv#kopn^GO#W;}K5j?8BnKa9NzSUz{8)RS5&PVG zzxNN;^k>rBQC5s~lH)zxq~@EayuHR7c)tpI0`erf7($KE{A52>&`0K=LksHh3i^(~ zN9-3alP9_6s6)WW>9JN~vqp#uzMvyUtjHVQP%7<(IwF`HGrl-fLSI?W6OF8bzc(WW z1CP^-4X~3B-G<7@W=^un8CMw{3;iBBbx9HSo0Bwh)?w~zu>QkPPJ|K{3qDhOKS32l ztc>Bi59FIN8T`&z@5nzLiH{2Sh#UUV8{OJBfj$QR$b?qr6yN!i7Ze&OH|9DYUGFo2 zZs|LIk6n_83)A{4+5fmoZXU#*_$WHe#aGDv4)lU;>5E^Kg@%H<)`+{*SS|dV`uB{zHt!=C!~L3% z+>lO>Ne>ouh#qqnb$g_vydCKzWmz{F8=n364!1^;oO;4}T~5YLTn#f73%|_4k(7#;RmhdgVJDA7;gU z1xMzhhF)wGV~t?nj4$`F=NkOhsR8tAS7^ktH)06OW*^m&OjGT zzuDxNMmF68O;jlHHjlcf(a1A4yzj((rg1-lKGR|{xzZ0B74Bc;d9gQOte(~y8Qz)x zv%W??FAt>(erSzPcR<4Mr7py1BmC)bJt)7ZEeDCk9;Kjo$)j&29?#L+Rwkz!k~Qo@ zc~4Dxyn(#F0xFG#P;IzEA%x6xVg1hJ0cfAfkmFjDQzP-wALN1)j9svbuUuM=Ji5k3 zeq8D(Dg>Eu@FL#l4Kr>>rGvJfolLQ$Q`B{P2;J_%4XPpdCHR-b>uqh~fUq z9{RB@P?BEr`8xO(c~#FiL`Ip(TwZL z9^pOr&))r}1bV<64L6~}BqnCWvJYmS##~3C=m_f%wOn6nQXld~FQf;wHr=rscJa(~ zmKA+f@=R^0lBl2ai1(N1xBz(~njU`DNpeFp`QV5~4%`QYGBq=A6+KiSd*spF6LsNU z)?oG=@dIU%u7l*d6GPJDCgI7Cl$YPW)8)NVD}E(=cf6g2@1RD3($j)id~5}cMG~TSCQC4N4Rv^4w#nK`zoKkP~*Y-^?N}tl+-RXKGHD z)%2i23bi5ku-v&XG1N)sO>vi(7kWv%dEVR~RmmlL=yRzFtsDQQ$(rShZ_uNM&gB(9 zs=0uep94kM6z=_v;a;2CM{b-5HHxjXT$aoICa9R~GuThta&KuZIqDR98|-!ax{vI5 zm;8sg+=ecN-rM>ddyhD%o$#S^+o^+_@SDrzoL#Q6<1KF}{AIW!v1bfjA z?9bV+RAImJgT00^=X8HTeTN$5$5$uWrnS2~TEt8CarKtoM$|S3?iX=SU_d1M>-|us zvUh&5k9%G_xmOa#zGy9!y!;+KjeDn~p_lRC9xu6gNqZ+b=(7v-z@G9A_w}}a3-a2}S4b)@qyH*V5-tr>$=(C~Vo}iL}>?7WDpX>+shW{fq%7rTBbt}%A z11qpJ{8ebp-Gb$H?`taO{43O~N9FRms&UG1|2Gt^+gmf;%ayhGJ^SCn)$WxluPdWb z#`rThi*cdyIurAMKNp)1aO9*rMvvs?& z?uT{$d``Mb<#pd;m2twE)1S{P_N$rh>1Ab&f4086#mnoy*!;39^NK?9X?`Efbk7ec z^UI&{0(tzg_=Ef#ZzFcSR4@PRVN2`>rsdyw%}mSdR4emuyywK0W3Buf?@HP7y2G=T z@yziV6T}Gl_jzc+9Wz~{_cim)AI9Mi)9>e>Ke(Ed*FBq?fBM;iexAJkLz`<8%J$;-pb|ouRNY_W*3_hj<{ih(Ih6bL79 z(`oCEX1eu5o0Mb!`T8F)hWS=y zj4bA_NAhni-5;9iJ~UFsHe%d=pSuLL!uVGY@Sl$ximkR8E4IqNIo?9wITe*T3g&2u zm?I|0f1b;IY+vE3a$X3>1|WWj2V#o|#1b(_Ob{dF-><(IeP)jkWvst{Zl5n^x;AP5 z?A&BxwbQRy4Oj9eA`m0xy)NZ}nNHSM#?>?TC?p&SK>`pz!~^;J^BqB*>iJHIT@%hX zLbAD@9tl^jiwML>d9PdW+DvCLUztNTpY=$%@;xFDBjvsBrp`=v>t_v)`LlW5ePpKl z(oVUSC37-I{`>s2XU%l)CjY84%3P5DotHiOJ5Wa%PcYVBAG7mSGu_ow%9wv`4nr@S z>9*}vj<@AHfA3n|fSgQkO0IF@j(9mT6PxH>`I4jTds;OgHbvFCSqYf3EwY zCClsDJLGS^f0|>a>sMCM`G42?Zazv8F}o8)mp*ag95B7CTR`?#1Fux`SUAv?obEi54_u=lkBCp_aqjLw zEE0fN>>3KJ*A0pX9?d?^x!hm`7vIGLsK`;7Q0oUfy_Fll{-tjno z7ml?ArZDY)=uv6|f7qL&6LT0n0a>x4L>1wN`3+kt~_-wzCL zpO$|%2bRj`V17$E0~7)%>h>GJB!J>>EW%^&X28+Eri+@bQ$(}%2_or0oM`bGXxIjW zXu~7&FPj=f2dGh8J^~4N2pr%#bIJnhkic4w>&1<5AfyX`6_1By(qL0_1Af!-Coma4FRILSfWoNyUL z7k>j1_5t`eFohF90Y(D}=s5|9En+UV_Z!Hl&6pK!hkB#X7}2L|C81w3g#aEN`t7!ClXI1EG#_(2tZJ82v*at6kU z%cl%tGyilO(+t>fVdzn=-~$Ko34Ep?{*XQfXs{=?!9HCiFbs5?)DXx^tkPV zL{V-{yy!VBPLw-q5V`Y-$zcZZ5NM-&O@lZK9C^ZP#yrn@SW7JaSCP2tfgZXFe3Dr0 zbUIzQTuu>Po+OH+{o+L_peko3LDSL^mCJBSf2Q_08-ozh+7Z*8)_7zmYL#nLIyNIX+me3C~AbniH5rj!q6Idi4PFRSI|vq z;7iBWvDP)5i`-^?wfS6y_XSt*-2$LWbAXKl0jzl?Rn!}vBpxn|7sE{B#NM93SdxJq zF+Xc`JEsYHsRXpB1hGPVOQ`3g{#m;+~QtQVJLniy=GBGw&C5`8BC*{%ZI zb0ZKbbSnGlg$MSzO&nwphb6JSGw*ZT03~OA!ELz~-xX{Qe2THMT+>ChUa6u_8~$l~ zQk?hzt;nnUjHQFBz@OM2m@ZVIsbWl{Br)_=yx2_cbt)Gpx<=!BKwndUXeHyz zHO&m7!9&)1kn{1mBg}D*70@sAa19;&w1gT8m~eD*+R{a)kG%`Pb$OaiR!0B%S#wuqQ9RD;o)A z$y%-ptgtnrUJ0~|&z75jUh>;QV#65dR_g?Q1C}(R7Wv9TFS?<_6|6CpnrcGsSvv?j z*^~F@0aKg{We5@+2)qgDh>StrAy4=|5_stPg{*54kV8A5Z&oS7BQ8-)0q(vSe^=o* zw!~0(baCh<@G78RXOSVwd+I<3^mClw27MxD0jD~_=VCy^+8s(0H~F{jTJMvD9si16 z6&UPYa_CC@d)zg0KJcm>a$mEZz>I;3rR)NdO%BXB2E-kxTFDG3W;o959&|Iu(!{9L zR49^?gt}F{cnXZPUUBj@dBA5n6ci(XN_qlUbp=j}+;syE>xI5F&~c2@3Bxp#9&}={Vzy*y-PZ=^C~`Y3wj04kLCPDoIjtnG{(j+ zna47Zy{q6U#qE~UdYVp(5cKI_aQU*+?yQn zU^G-)#Byl7P6SfJEz*b~)@0B1?_MX*)3>aCjL)%NPjq+jK$>WOs#@8_1&>abp6Uz5=zgCc0|EcU}2xhwc4<&SKl8n}HBhTYIPAU-*wh z7O+6BdG8u@6RdglZD7@i#WE-uphvkm2l(tvt?-8?#TSX4rG-XEE6xIk?XylRETGXV z5d(e79VqvHXock3Z%nD#<$zA}YRczfRiGYXKIJWd8#kqoY0GcS`KK+^1da*?0x(@5 zx21vCzJczf`!TH;3shGE(H&C~d)EPqJxMFJK~u7V>lXl)8@wEPmN2bo5d~cz{pf)> zt%!X`!k+jRcDwWdNIUDCjh{4S{TArGavbyHwKJcS`2O2P zdPRKe3wAH$1mz2m-rlUW#wM+pL=W8bDEcTBCmsPEogPL$98PYbZiH5(h7)UzxX$8& z^g`suttIJK&46U$<3AhVGt`+;-RY(9vu%%nl49Ee&&hYM$x-Bmo8-+ejA71Lnf0hE zhd=uao4h$p!T;%e_WadDhMY$ysPP73)foP36#J)WW$abxMBMgbE>3Q-%jkE5@k zK4edV5(-&@Tw(mDugDX?H18Y8X-A>AAP;xgi5~12;u) zEAT(f2Oy(cGQ_~4=_2`fl9+tKAe@!~U8WX{d`J(9{uCOeMVx!|1V)3Te+?#5lRSRXaVbei7lR?)1r0h2M;8P)Yb7K z$;cpzSD?o}!<;!+zZmHE0;mO$z(w@JOVLdTuj}#Ut<;l!z|YBnr|}mL;&dv%jbBYq z%DE03xmFl)x(z*Xoc}TM4aZLDlp(yHrHVDsXkGsqFN&=*;6wBUov8ifv6{qMFglLc zvKHpC2A!A37x$w_^;PO3K5_iB;waP>55atU&7 zWlwq~`iWycPzLzw#Uy+oj~w%m*O4QspImFCk}uKg7JT3pdRAb{YIGS;3SCs?82oPb zRQ7UnpwB@M=T@N))?XAKxj&2d3yB%l-W9#n3&m%qKvUrl6~;{BI*_`+IU|A@o8NqQ zaSXMh-U*#3!I+Jwp<~7VPfe0>(aYh`k-Uz6Z75QYh41qYPqgDtQ(?Y^hIAV@zz2J1eqIg&w7Q z7WQNPWs;~7$WHX!-~zq!b@Eeqns`7Bi>;m{a@lv@HP8!U=X#UaHx43CcBOu|CJ(is z4qM^_y!YyepINbI=J&=P#M4-8$=sU^O%cTwB#W_w;>AuV5v_>(miTWaVl5iI%|?G$ zS<5kAU#uYy;J1VEo!ivZ8Ti2_a&jbb;`b20LtnMg=_&NoYCE(r_|u+KpJ(gsSDq4XZE)cp~x9o_dt*IM)z#PJ4Qny3I>#y05K20~x@)88Q8 z9fOi!0DJE;^uNSsF7qvcek_uSXJiw)xP6XwqQ?q30>tE=loi#@clU-y?SOKC$o2$`E;rGoWNj6LaH}#lhS-;m%%vU?}?s z;=_m>YITpXxn_CR>rGrtPo!orPUuB)Ha30CSSP7}9jV7}$+5Qc&=GoF7D_IP#22~# z2lV$HKg#2`8cWa#dbDM3ulLdy#NuC!_lmW8(BFElhT4!E@#sFin}KogEoJ^~_Ti6v zuroe4bq9X9jXcTtz3Ho35*zoz=#@^Vifffpgz6F$9{M;@wGMQGQ-4z|+$Vl#v*v~` zbz;C%d<46xumi;^(1--dih!gVc8f8w*>lO z=AT8(H62NARqKS%&>N1%-uP*)In?&$;_dl6lxp{WvpgYmwQT(J&iuhPPPCTIRnUqId;m1FYkPrF&Cv$3z3`TDOeD>JSc${-Oh8V=Z z(ul*BN`sUmcLf*4jWPK=}OR;1saWkO)T9_;@Hkq_AGHZ*7NgpEIP?zJZL{`7C-sj)o;_kj9w zkAQJoIML6OQxzJiLZ=xM|9!|j9dzsw;_-9xXiygGCq|b&B0qhg&*Ylx%0U-fh5aex zg>|Lx>%~6Pn*ID>_N(*ACG+u{h3u7xl?F@c^N1Cz4dga-a_i7<%BpVo<05onYLg-g zCnSh>AqH`Q@k$W8*PY25eWB^=LEey1Qdn_pPwHqN;?$aW9fHoC=wGm1?{WCYWcA7KtbL~y z2TL$^P3k}s_FPb&)KKcpGOaL%5^wAxt=Ny0r4JM63V&y^n2$S+m{~Z1$|4>czS*Ml@k8+FZ9aR z^vorPq>7TxaYDr&`+aYEb>g9BHEN<6dxf%kQ3S~$4`fp(bIFa(u<_?+^gf-TFB!^%c5$`9yy$v@_9+@tDm*r z6K>HzDEH)|`0hpv_BHHRCJkbb?!x^OHTO=2W{MM^GepvRs8AoLiZYE8gs_McXSuhV z_zGV_X2YbkTLCkCxq$3o`uI*~e>%Jnm$ z4I>uQ&l3y04m?MEabL+lB~|pQn(`-kSkK4S?ro7!g7*@&vhsfH!@B<`+P5a3jexWlJ%gYeGj-F zaf3bM74rIJa`@HXIX#H)yFaI|c|#3Rs8Q-vb(OWfy?(*AzSaTautzQHe}P7zkw!-F z`1}PPpFhOo^96a`&>N@;(2gto)~y1t%kMxUd3=8ARkh4Hq>&|&uD}6K^7y`a7?19+ z;Su~G{*iqK@V8OGs5~^XodfWXk3MoD5QTZKfKCC=`SAcsfIGl^t^n@=?r;Wp#LvCZ zNNnZbu^#~ieG1HrO(G{5Z9JO@X1dREBTHZeawLmm90*83zyT<%B%8h^j z|fA|I#(0?j048P zq1PFJPJwKE@5OtG4|UVXHM2DG=S=>E7oVy&9heCa%B>Tz0T7W_zCe{cv4s==f(zVZ zG5&k9HUHjh0sNKgPeq@TcHuw3m%ksv$AH63-2waxQ7CA70nf?X>?0>+tK=N!eZLky z+8*f(1jNoq8XQP-CRW%=dp8&kJM|i^$8$t%;V@jAR)8uWir$#S+70hj}zWfQ~?f#PZtAfv7!?( zIUGt2FJR-yI|tww1A*BC%dlz#l}`hxFRJ3Nz~@4Wt7T~RFnO@Ni!6P|Cn-NYymrgf}i9r_JGk8knWT;MPDCIU&~*e>X8fQP#* z^a(1HurgETjSO?_t0t&)|a->jN9S zWh3|h93+>`86vN~a+G1=o^stWXeW|^Y6IaP7^;@e$!ggx2Pk2#TBZZfwS^MpG%M_W9z%?|spK-^$`~l#%BCt=1ZbjpjEgi3b(eLB_41)WWbOkE`{^UQ zm4vRrL@i$dZ#)mI_!PGNiCtEHhGyXvw>EtS+) z#}}rkYWaMsT2|I@3{(s)$zL~HsO7AE!)0_I zM>%VytDFEVt&J;iu}l2Ba$#r#7PIAF=54qmXTlPH(yw%O;*FR1h zy@Ij|$kABp%t5ZP0P2;~%&jr+v$$3je7GpTzcN-!@r8N-1w;RfPSRNGCZk_@%F;c( zWn?b&CcuF#$x|D4l0$*(JvjrM_Owb4C*P&)Cg*GddbEV!ra%v+0h;UxjP`-2?Be4s zb2(Qe1Me*8BR5+>M??HB>jsqpV%8bjrZ)Twc4OXGCs!3gM{mfrIZ#B!djaG2mS*_m zvIFGubNmZ4d7|)Rs6Za6WF+rHu0k1-PR`W=6$b9qoq6oWUmA~7Nh5ds1=w6(6t!cI zMveqBcZ~Wt9=PIGa+xDJY-4HYA<*+ts8A;VKvy4udgU@t{O38jqiZTuOvikra~QR6 z75Vp~qb&K#MW)a6kfZPL&(J^ugRrMnHMLxbj$fhEs=S&L$73p!C-A)=MWDL)>Lcq? zNB3Ryk(J}2UWx`@&A(D>RyoOo_1xq~ou_;a4a|3Hg=#5OGSMnIHxrr=po}`!`0;{D zI;ByESf>hzbCazqX@$P6fM}f<#jCTU?0cHAptRZd#7l1Kt-`m6Phf|W$Z7Uma~5kU zoCf3$U;nCuX5u)#0J+0@HIym-KGMO1TmmF+dn0_gHk3w{sMo~Lcl7d;SowLIoXzZKC|$-v zu{8?Fw=cDXzT%v-THba9hDg4CVu$_*k&oyj_FAcBEO|TupWlN`e9Y9)2msFmPTBIH zMvmJKT@Db)K%ka!OZf-*(!Mgg1dw&0x<#OJc>WE#iT4`0>^XDH;os~pLBo~+B=QK* zM*6MGo1kp#hdtj@i#*9K>*#ZiLX#8+tw}0<8nQW&ysm|!07|8_oocy#4G`-YYUqui zXcMTc*RA)xP9h}$brp*Z$c%gz$N z?LdAc|Mcft&B>3k_-RMr-)Z=a=P9VQfM}k>-tPFT7d8AUb?3|$ADI-)=h@UyY;cge z+_)Y8VqX{gkXvi~B$s|8p2@Kz&`s~xK61%(YWO4a*j?b^SE$$cVio-F`%WOZj5U-# zt6~u2(KB?Pfe-po!`u)A9a{*9h_HDIhJ_+i9jA6euEG%88V;UGN>{lokat}`B5 zr_xUH(0y0gXsDN*0X<1kYF>69TT>cC{Bxc(ZF9pd1%jeKjO(3S<@sIVLp_A}|8jk)b0;qPs5RKf2 zSTBcif*h01_qy@W%>ltaPk*(7UTR58;MDsy^2R=T)?L8CBk}!>8aV?WEWjj~;0D^4+G`%*I6z71giw;nLKq;^U$odw(*PHvw@CwkT z6on?`6Y=_jT={@K$it!1H{L-;w)2ps(EWi%#0+cLb{7i9@6;mVCl=UvXjN!dkT#W| zy#VSRT+CPI@cZ~&puyLPyA&v8PBY&Iu5$TZZ>c#4g#_`pEE9?ju2qv`pAmn-g_sYo z?|(oE0ewhc&cB$gk=a?~@fh|==&&4np6bw;yzJ&HOR|QI4Sb~?b5L=f6JyyBvySoX z35a=p8xQEZyrq5{x`|*sbnyiE`xW5*cddNoFz7lOGFC$s^W3T4#xCmQL`Jik2y8vPIoms|AIXEm~REH!=y^ir#!O$kIF-fs2Ccd&Q_N&QSGodyphdvsx zK07D^qB%B}?`_dRX>_;(eFa0~v6$aYpqPrlf2^@X!~W0<^n((GV_ng+9pisttj-+o z4s}9ZXb0-og(74KR13BUbSP7-ePtHs=($FHY?8=1R-9u5wMZq7pAD_TYy3E{fVXiZ9!Q^9W&H)~9yPuS6f9rbaI!kJ48wuTkLsKh3d6R4SMdXTT0P+zN1 zn_9WaE#KYb&vNvobE!uY(D@DekK(>E0iD%h?l#aZw1#fM9A8<%I>zF!9@HK6S85AB zFdm;(sB5fPb2L6R8awRe_mi*55%|9s`D!Y8tO>or{?AaCl%;Q@cj{(Ne^GK3665nY9~3ex0`HY>?P#_Z~3aFiv1wH)hQ@CF9ILG ztCDZ%zxLDLxYB!E%OHQEt4rvr(?5)Xw3={1{@eBXzSQKHbCLPEI>CR1TcsBux*w$;ee)i+Z%J6jUXC?Bj`R4KYye zKKX^1AO42C`HG(HDfc^A|N0B$5Ir;kyU`JJ1#04>BtGZ_#Y7o&Y9RN_B=>Y8uaze* zy<7T9NAz8cd0u3GZHW5;jB8D-wIwdrQ4>|Q$nA^ii!!NuZ|P6TwfBj&2|w6F(i8U0 zg~o)vLK|wqBm)!`?7c=&cdS=IId=hC!a=Sw@_>h&R}oskp4375s^!<|nVz!mr2fTF zQy)^hG<*(a90y{zZW=yx%17Q~FYJb2rg9$gvw8xwr75Y!gXAuORE-j@ii4|ZC#8QA}5M_Cw}728VaxVxuJp37b` z2p@O{JxW9B81sy=V}IcYt%?J483OfRANpOT-qvBg^kVOyLoIuazBzC*iXr zp@4$w<0$dzM+~3Fr{|cvNdrCESZdrXa$DU3zH(CyY76i=MdQ?*-n1^;vn~2b(RhNz2s3BV%VR&mPem85Q-CO z>k@jmGB-*s3F6$Noug&O*r8g0}7TBvav*<}oL7bBok@rF*rg<5UL z-l;Eiubt>s8$yd>O5Bl8d%h)SvZh+dCHyHKAAd?t%V0fG_|>wq^pGq^Y6=qsNM_mz)^`O5xw&>fNERMe0s3 z2N}CCIdcqgZfOqn;&cz$P3tW`<)Qx#^iTLw5&UN?xxWKa1fSB=n=HK#-7US42EUzm z244t=k^?{PJCi*3$Way_;ViAlYn|JA$t7>RWq0DbUw`iT%%Z0upPk(YMcq+oP3Ubd zM)^o{`n&!c*@G>BnvmXZ#~|n}x{^on_dT)XnM8X36#6%Ow+gR*aok(Nhf5tG4v2?W zJ8P(Nj($>4EYP=Y3FX)z;(@uY8jKwW(KlH`chrwO z*9-bWY*(LqNgm!VvKl$=b~EbZOpc*uZ6rsmI0kJJ`@45Y1oi#wVR9`sEjpZgQ{;s! zbMY%|-q#sh;4@b%*~p)32FcZLhsZY(4zjqdt8AR=EqAb{6Wp60EN>;C^MI6 z{eMuTPe9-w}Im8;?&h-V6L(p=ow7;g~2J*`&%4Ipv(aoJ?+AaL7wqbRvG} z;TP}X9s&16K30ZytQGTx3T09c<|pVEJK}q+>2(e6p%sHd=LNKg7uDoiwLF17$D{LY z+sO~;wfbsozmQ&gI(t)3?rqsZfp{3&BdBj{@AZ-i;oh=nC-Qte^^bgTxFvfgjybAA z=i}KAOyQoVKljKcLNP>~j-hTH8HSw((#v;olG>pzvLN>n?+#<%&biA&xTl1jN?+n0 z$t|dNZ{r^~q3EG^zlROC(*MPu<~|($!_X#e@41++(OSnfo7;xc9*MG3>)jFh(oxpS@ro;nblNRjtKzL;D>l1wunIf`aF9#G1WD5 z`uB60RMS+q<(&!F`RCVY&oxdu{`p+DRW#LAJg&?ogf;%zx_4op4#WO@PUSnB>b71} z#tCOme?G76^-OhjE&hC79h#ZybR(2;^vo*?$)EYT)iKq*HO;^Erq?&sIkd~a@rvPV zRu1_$-pEd-I-866H=ap5Q{CLC{2Q+>>#h1Lw(`fmCEA$k28S#2GskC45F;d;oTEp= zmE3~}#7KFsYiVk#Td-1z$^5x~1N@aGw=&gLS@&x^W&Ozi>cXj< zsV-|t{^?>(15;gim;9UiL3BI5tukH!HuXb15L-kbmWVm>-)-IqpX-y4J~yqlsV=>w zGOvF=r%>`{Vm)Pyzqb}sYVArR<-GsC?y1F0b+JA2r~cS6-*t7A>)QTp{oB?x)y=A^ zoEyct;YbJ)fcPOE$lo9HEO9(xow7C)&No7`@oha4jszeAF;d>^9?=uD`J^2C&#&iH z%T$-~RT(3TYw3|FBpeAr0+4?`wvU;quE8c{?Ek!upBARNcP$h>{^#R9Qu7X1%3pmK zLf>^llsO94YKfR5CdhxD%WeGiVG(66f3Bw(Y;fy`G6!3(`}gLNgb%d*_|ML*i#{ur zQ`YdWzIBWo8o68K3{w=l!*Lr;`hZ^;VAm`)h7hf}A^8IrqQor?8Q!uCbAF?7yyc+S_uvq}9J{ zfSm+lgaqi~UzgKWTc~{huje#>Q%*N}@vq;oPY4o#_#qz1-(Sl!YN}m(#h3M*ABBV? ze?IOma(w3+%D7pKm%n3Qt8A)^N&4%yuFw9r+0$R~nlEeX(8yG$@0Wk$>C2evjHmqa zk$jn7bHJ`8WqnvKac=XKa|1Ze5Ai_${y5!A znd)*q^UpUu$P0PDdcSby6N3EN{GQQ!+m+29Tb4oJV}I4MEas(0qLBQVr#*eo;a~T} z@@KsMfldCtAE$7i%j!YGSOMigHuMAn0BmC*kK$jo=dpQU z8zX#x0F2;~^ZGo_5A3ovkHXsn(R|;U$GL$6EbRe&1W3Sn2fZ+OAZi}v=HFrOA|o#V zdAOt%pMXFtx}_D(?`y@@7kvK>sA*~by|*gxwv#{=_~+NF(4d^)5&YE$wPMzOt!Q#U zE8_WlG8%X)P}I`rk;htbj&nmx0#8|xE+&0T5{41+;zq|fvGJrqxcV8yL}3tlz*;62 zGKi!%Jih+`c)$%{{yc&|GZCo4aUPoo@}m61Xy1`Mat>@DSsNz;`x(Tp3?84~%vzS~ zMTbSe^5=0*fL=rbA80xYoy~*}21vmWWFAtR&-amBWY=RJP5%g$NMZhYwmQ@)?STrS z%h<)hDb_)Cuo~Fl0w7F&z%d+w%cJipE%c&T4d%lm`{FeaHsCKWfm`fGVv)3J=(;Af z7Cgr9gx*iKL%-Olzcmm>TdvPJSAius@YuYCIWQa`21$asw1^W9qYXm71op5V=!F}Q z+D<@m8Ufj?1C*BWidp~z2ePw^b7D9r6hAP-j@NX0Z!BDBM{jj9{gwh1+2d{Vd zMmj#R3+Om@R^~Cs2OmQhF3i0<_BFzO1It5mGC5sbD3c=cJQKv-WpSd-WrKLL2&lWO zLEMoBQ3I-#^VJOE2Gl6?UqgwL34A94c*|7aI;=t69iM2!`iMRMsC4msQ;Mi%oha_b z#)%F43}V$_gGi{)xn+ohAH*eN)P4wr{u=O|B>dtaFbsU~2YSBeg5TL-8|FCqN2;jy zI7N7kP7*tze>o1dMJjqb_X%nU{6L2;wgWY5541|Xntu%s0S<*UUx|;bL0_T3S^2&B z4xl9S6NOuDywG~aiTPuI>RdwK#EGgO5NveeUl(W&`gn-6zz^Ry#NI$zZgqiLhq+YZ zxaKyQLfte|#2w8LJ$I#w7j6mA!o-Oj^j;S_hdZx`zf>qgqJXwUV$+R495+C*gUwaQ z=5 z+*~Q|7>tX1qW)c@Jz%;2bQB}#oABl-HbOuc5 z3}a-Gv!0;i66oPfeZ4qp}GN;DvJNl*h`&4f*7YZ zdEpi?t#zk?s`Rl~N89=fMrHO+zQ^YipD3%c80ZXaL=&oZC)(t#U zO4{h(yuG@OPx}pRw*r2pBS$`GoF0r@@f{G>Noiup^i-i6l_b6th!^iG8AK~= zV!RD13g-QS^+bE19~bC8oPee|lS_cPp7LV8th3P+VDEFe-cn$(z~(-p(?{reIr@FQ z2l^H4^q8@ll2>vz14G+{UQT6*0dLdA3*eU@$azP}bI1JYHQEwS*nh7veF!kPh!0T9 zAk)y#IdXkKVR{$h_I-8oGq&-;H`esV?{DKn#MdR_e=+{Mz-{+f(_^4-=-me$ZT|{<*oYj}^4|(_>H_M-Tyjky5KE*R?_2OXa27F0%vK%)tr78D1^XrJV}SiFf@&fRJ97L8;wu&Thz@I>r3c{JixCZC!{@=w#|*e@ zC19`LfWLM{(vT1!vA#fK=Rjfdc!O5d+NKrv=m#|kT4DA`E24|wtL1>!mjbF?99Vi$ z{GQj7C4mr^1xj8X_+VA22a$G_kgOnwa)HNqB7}-(r(K zPQ)d(EfKqqe+7*Nc0G-am!e-A^z4t%tVAmDz6a75Kk9IS_4{hYnyFB*uC`dO$z53`!F6M-_a1ojExifA51&*Cz+oAqP70*`+Eqj6C@bUx_8pvJ!C& zUt2&uT_-8ZXBBEuAs5mb{Y&D4!CxP0Y`a$kb z!ha*7PFbQCO=jW)lZZ1vsHes;Hm`0I@M*sLik~e-6v{he@=Z(pyEe9s)3e5CXheu{ zmjn0NIYZZB$GR{pryc{cRd3(%DQu~N7n2V(c(;;h$~_cBV3s) zv6b^0|H!6?CXVNF{n^+gow3XCU6aS?i{FjEGk0=9lu|3veWM6+{thS<$XAcK?jGj; zmTTF+`5m)O$*01Ccv+An7C(&>wey%W`c+};344I3uP4@mp}tuDo3=u`5?@%S6CRtH z%XY5CxZY=oA@WT@^f#H`3Wbt8H?a<4DmYRny6j?Z9M>Jao{Zu9ZW*FRr!+AvB1KHB zpCHbzHwg0+SUY zJhWonNUfLw%siC%%wDS%9mye+kcnz?iZ8TGBk2c5;~!(8&J_?T7%Gj zq$giY{UF9Zvz~^9iBa-?kta|(Yi!>Rn|DSZJ)!CtO#V_q-!p|e%K8!prHI~8 zqpYhNFZ$Frh=N1N5yZM(9Ql|vzD9SEo0vbMQ0knfre?FA?#IxJp5BP-=Ha^%Uq6iw z#-h`D*ufHg-l8{Jm=XU5A9`HM`RzEa zNfb6e1C0lLx98nd@jfLEAo=%L&ntBOmG>zb zV!?_GapEAi3tpf$5i_p%?`-BZ z7T?{&v6@=##A5^Iz6`r;W<48;^L^{clWXu{)>?}-D-SL*qd7qT7)9dsiM2%FX$_|mv9+9JfxmG5r^Bkwn8`4hjsPfx>wW5d27(fm0y6B!vIW?Z^B9F{8L0@-gC zjT4`t8mbu%t(^T zYH_U=^kL-x?(7GCbY*Xa&-EiO8xLb|=gj>W554eZZsEueVzL0fax9S?$Xs`0r&;K) z1i9qi6XFfqMsnRyQ|3|a_x_>-b*TG4~v%VfD$9H$rbqYk~KAM{uc zP2N^|Bzida7_BImr4>$4tQ4ND6&I1I(AniEv?%nD<2h%WLbF0&rKj)fu?xBtYF8XN z=mxcF7PYG$Jxmt8i`Jk0bVRbaRXI*{)ImMt#=R%(TA&U(rmnA}XK+FHe!Nbj9~gqZ zD)3u*>}*VLa=JJ6#Ri?|FJ60Oid~&D#r($^!fa`}urHM&%9f26<{J!R<2&}=o4BV( zEe*zJvdM*8*bfh>#l0SSjK26&N5h7u5$mxsh~kLLthQi zPj_xbQKh|@jfK4YXPK4-$`vC+hN1XQSQDWcJpMD!OY-ZEbe@iONH z`2>ILkxZV_vY+DEi=5k;{1`|aD|I-Jn4X4s?V(TP^Y~M#V*bP=k-`0;wkFVGPh>At zAL=UV#T2F2_<`>tz4PdXiCG8cxtQM)=s`MTznzun(~%3r-hSjB(w`WNMO=uHqH$1i zAuU+bEMx>SiqA8Z-#IpLf13ENO%)}&CW(1fmaAL@mm;FDm=zN zDVTE?@bAl0HPU?~|FG^31k)Y}5RZ?yE^x_WxAbc0-56AB3RmWrT$2sR9kDsqN>mx5D@b9tFz$A78ALsG+$f-bEefg*A zH^XG*TW-?ixVQAJ#knV-b11HstCUCLHBdo7i?Cy(TITIm%dSztgb(o#=R5dE<`7^} zKt4AQ;(H!}uhW!&8C}UE=X`E>7pP}N{;Aah=p}l{Y7WH3QX>Z=>K4Evffi%~YbjYr zBllJU?gCV_*Gu3C*VVE?q)L9~G5CHwz8*dVn0X@}fiKBp@m|0TfD0^|0lag8j~vb# z_OfojV06R#W=r@tTfX-NvT*`9LFN>oVvG?9M9F6a|K98lZNyNhTdaVaHRK;!fdMRk z;4P15c*{*|8GjD{y2@knVFQ5Y@q2eOVE*sDWV6-YGW@N#9NYqW6&{@*;ltzlj2FOb zbr&9^w*l6~Bm5)l0*f!8l7o1pzjHeO^lJlT1(-uCpi8TV`baSxI1JE}QFhFEAphKZ z*h3D3hM*-;en=<_tr2PV;S3=j-# z=K?gPzb#NB8;$e^p7OH~@JuWI$+s)8Odug20-&9l11t|n(&*_LIeiMyBw!+EM)8{p z${tr>EI^GG^yFW-fwQ<^k2Ujvz5pFtil2lZfvP167#8n$ZN+bxOTt?8kG}JO$BcZ0 zj*Wrz)qwh>75W!G@?#%t)1UeCdQM`mjy}?{IX+w)`&Hy~2Zf$PCD#Du*yYN=7hdIT3 z^pQ^+tK~i5&{|Qbqr>=|Km*g&QZwCS&58R>|a20HpvmUwwY`SzedP0iw-eL!k(~f=?gAr+4?} zALd&_KT!?%IDUN{C`iFv8#$%2tsJyth;$g|B*SKS$>#;I=L4WNtgns&_m72c<1%y* z*-(buQ_Ed_XWe>lv;PVt>+6Srtp#DovI>{3$ZZbBLe_5{LE%%-D zmOsk^DP?{o9e~!TRB}6WJVbnKW`4JasiYBbleumAzPbuHxB`Lomd|aRq|0^}S;Eaj zuE|!(X#DKt3*x1KS~em7q?X{i#jsN$^!*b`4s1LmmsrXH(vOc6jpNwkK$n3cJuEd` z)?MQ)-$i-K<16{+t%87MUXP)-&Ok(~!Z=H45+hVsLucx)5J&m<5L#Tq4~H>uEpmMbo7=D zp8{>d4=jOt_J%IxL7YmCN>s@fy!Jao%pNA+?o>%Ls1Do~|E6ZS3N$GdKQ7Y>iWDG| z=XPkM$5!C9>!}Su+%}WT63AcW#%W~oH)uFMkRM)=L!R)D+SI(l*PvTC%Y5*QW5j=(?diQC4D9A(FCPO_(;n^fN?M)&X!*In`Z*(%vK4EQ#5Ftd+95flYY z);{Q8sAu=qsh~Jg$*ohN20|}IscW{>A=6k#`N7gz9)=3(%qVa97Tb*M1#FCbQHM2D z(*cJxP|JAjcA9)jE_5dsD!;Fu3#`otdWnHPa#$B1xfqI!H3i8>UwBWP_@I*y^PX{1xUMv6@64ze`T3<*xB zR`Z?lDd5OJ7!BA%Lru9!pR&Rc$n;B~W@Uj%HYLw@hU$a)-$iu2@sGYfQcF(j;0XPb z3pK+5I4HHSwk`S68h`Ffp6RKUHuM^cp+hMGj4p;g!UbP%UKKhf*3=X~AMy^mk3Iae ze1t|;4b{l-U?^FFfLzW4iV0+Ts*$g}`JK6Z28#VwBac4^YIz?R;|<`9z_tDLtPdz| z80R-;{z>TNEp~6HR!cAPL1FS-$O+(lkCJlRSB| z5c9puyw~<32Xuwjpe?jWzzEIil4pp`P;x-ld)AK)R_<_=o%uKPH4*Nzlg3L{g9dG# zH?$r)`h*YU!}7orE$~(1>S$wf8F5v+3iYoz@W=Q3yZIHB{BW9F8Ue(b8aB{Uf&W6I zKpu!TRm&Op>F_r`GUqP3zw*0QyWu0Q_^Rsxe3n`>FTzJgY+%ggPz3}48K=iM?L;pk zh}(wLS2Ji&nD61&)OP$mgm|j*fF6@EpIzrSa&2@5P}z7slW#|DqwiQlKQf;_E0Eed zi(X_Zv}xm^WWzTB@ zFQ*1gBW6dihTz-GEs1^?UFdeuPhpn>`>EyhnQiHf+PeeC1xkBk$A2ddEs#OP z;`28eS%`UbyA9P6Ii>Px-V?{Q&|yG3AofsZL^J&dyc(>mKcwM z4vGHY-cl&|h{aHPS|`TyMHi0HbJ#VJo%8gq&M;# zg1uL2BQnYdP?>?Umii(b{jgs^YkSKD6PmjP3gd{6gp2gIPw0ineTzOrAw};Im#dO{@2ceFbaEjzwE{iGboPgv_c+RLuFmq< zL3d!<-cZp%xz?QAHrhuPSV%7r0<3=}ujH8nLFAe_#Nq_#xxC1&1Id3a$y1fdUxj>R z1!&H4-?>S5_I+|JkZ<-xm1BrKd^!M~OoLjX96q`kIl>w$u!bk4eC7QD=;9sp4tKFV zJ{xJ!{GyIIkN=HApT+sz?1@HN5Wy`8J>`%w-g20!O0K8Ru0U^bkz>Q?vyPlp zNxNezIRr|T`P7VdYgDq^d}vtc^GrOT2qkCQGp_*FbAot(Z31Nu>sVZbc*rA;iIePH z>VFRVLVWr>I_OO=)`GlOWTTxNwr8l!p>KCC?G9}sz1$$RTtZGgsMbiMaOgSXp&z&g zP0WMe^g%-(a}R{EBL5$4ZygrZ*2eu~w}O34>{jg7wGcZ%0qLA!1{>@aYz)9au`#d% zyI_VH8bndCF%Y{uQQyzj-#@?iJm)#*Jo5f=Ujs9HuYIq3-L>|$zu(PwN9ZGZ5dUws zXysUP=WP5}jSuc8{`9(+SL4GMw9 zF7oMdXcq2yO3O<0FhlSYjvMuqUW49J$9`it<5hXi9)Nn-pFVJJI@Bl}qtMZ=qXwE% z12d;UEy2F1-%V$^=%~B=!k)fFv`UU1!+R_)9qp+V22D02N2YQaZhTd)R4nn9O^?B(xNj{n4Zn6e(JtcMBtC5rrRjeozlwvo0ghsa06 zZRM~ON9j@7RmRTomOqHMcQc`j{08k^FLF0EcQvg2>Yf61V@2=Fd8RXN|_n@|`1&s-^ z8S0`A#A-oeRZpyb!M8$-lB@9XrNrwg{4?YNePTRRdF0klp`8Vj^FNM{2Gk?nE3g6$3?p3_mbgp6WO~mG1>8@Ubu@9Ck64CDSDG^QD+U1UP0hjduu zEkBjwo?143(gRwZ3G59yc2flVmmS<6LQZYryEW_q7IQCU66^26Jr?|;e>3in;itn+ zaGxWFv18c_=(+F2HMbx0ksFDJx%7rN8E-2++-eoHb_4kv|LS>*`-a5S6!b5DmNDY! z*XaG+w{h>2eA;p*{h&X+s)JVUwPU>ob1#pzna}+v^G;CJG$-b#xy#P>^!?O13)awo zsa8(k3a!n4sCW-U^94o9b!u8H|Bu+ImB+|2O;?hG=2GMQsBhG@`8MR!(Su~{32WKv z<`C&&bd-+|xk+<+zAeP~xb5_G#pv&?wDKOlGZ7!^62#tmF+IdW`WAY+BjfQCHGale zTiURHtfrM8$yxe`gXGl>Lu5woP9sg{e+uspf_fgA=@wte#x$XqT$pC&6 z^d#+}_ImFuk6d(>hH;)UIe`7W4d?8I?(sZ*J!{vJHLP?4%EC+Jv2^kzYq$kpD2%^V zLciAYpqCv_pN`MfXbqLfS`Qg|59%(CyU4wa7tL9>cI+n+g#!3BdmK0JLyYAfNlp6c zd+eVpd}AL@zKrC0Be?F4_VlpqhYq!bMumOchx+ug9G^}P+^aO-<%dfA{jdE+4g6|H zG?a}8slg#m@->vZR@_&z|Li5(cUH;AS5&fTeYG?UfYQWWEmM8e@|K4CTFRnCV})RgMWj4?n~cu|Wj#&-E<- z$V|Ug{IxFq-ka&IcPqdD@7I{~#7tko?)P=|WzJn&E8~PR$KRW`-F-9tmd3xYlPl|d zyPq;n1Umh`Ue3?V^qJnjua{GfnLf3OGEOXdMIm{kU)BpVeb&Uhn{PDZ-JXzlxE#%uJ{OyAEb@5U>Sej6;5@yziVQ^W-M>pV1;*j{Fv zch@iX+)N+tn|I??xM!x{Zk~7JO}}fV&o1|KyjXG&A`lbhZ~d9KW_tC;yt~#Ua?8p7 zc{kp6azg9s%6I{+sUPBr*dPM2K+KW9UvtMh_;CKb(@TdBzjaf_``>j+&Zah$R>t^u zbFswV%l?eVzn}LBa!YJaQF->t#;5A7BEn=`g4VuIYkhOx+>?d(pjelg^yzj55}&#eHy zR3qL^>qtYL z^7~`&r&k#_D(~!A13SLX$U8f>p&!`%vmeNt`G#`eVRo0in{R*gv-^3!%air6K?Guf zm?Nf$3G&zR5RN|a==1Xl>4&G2#Jf>(Vid6R@#Y3$Oy;e&%VNcA9-DvY2xZ4W;52=J z(e;WIW_;TA2ZnD0EMO>)Vgn6WqypN_W8P(fdQ3(p@yLDvk9(hO1w0bCM<*WLU)~p3 zjy;cYbNm%GR0PSuA5wH;cB)Pofj~F_T{z7fV{?H)cs|jI&EIrleOVwDwRw{<(1xWa zfh!yX4hua>!2>!G$)ot!k=^_q419H69B+!{{AeH)lMC>udj+6zJ=4V4rimiqzEQ-# zhf)C8RjvZ>XbxQm5Fh2utiI2IdSpWpagE3K&&P^0Nzk6006M^<>skdCz+>mjfxbN1 zZWKGL45CUVGy>b9CJBSCWC<{X`M@A%1LK+nB@D;!0#0yzYOLsrG(binPp5DWq6fB; z`~!GcF(?m!QD~dSiYi@zlLiBGz}~)$_lR+FM*}0|nj5gSMLQrBz#vYQhSK3ZkGa3# z?d>gNg+P1|e{6gRc*F?o?8jKQyT=L-OQ5hlfxz^J5}^o>^_PMwfk*2%^Z5NE)@5@? zU>j|WqEdiCya9&Q@BnK&5m=6GteD1H*>Fua#$AbA1J+>G89PWG-Dmx0qtiZMIkkZR zMDghV6d(#S_*@SZU=>h-8a#IYbYX%hvmsvCZZ(S3(FRfGKDM0;41w|8TVv~Lz%tND zTNwYy$8~doLSdU#PxV6F26~nSym2IuDWw0XSfRomRzPgi#{x4M&wQ+aiXiKm;}dj> zL8n6a;CQ+p1fV=gZUv4t8LExo7mSq#4az3oK8#H)1_QBb59GZu)Ey15 z^=fE=x+IHj_2R{v2MmR7X*2snRd*2O6 zDSmed|Mq1a4!47j06k{(0J_3D^&F5czBNpTy6B8h8Ipx-(Rfi2N}6T<24RZb@3GEh zu#M&jaO_Cv0$6L?HHuBJ*D9!L!hjqt2Y$H-_+bEfiI`OZ^$%N~B7(jph_DWEB00+- zX4EBT=zswR0+n$lMu?59=8RFB&nm!X@Q-(8fxea_7w~^zeIP98>z$Y)j+-Wnv%M08 zS21!=3FxM{);h-6!5p@*PBzR@2_vTkkb;jhH$(@IblFmA1`X+VgR zM0coU8rR`1>vw?E#FJ-^kz=A5V;@kOz2t~J2)`3ADx?_1L2MNq2Mx(QpvvgxP5!8aE(-n0?utN%xc)-smyb_Zd~_z? zwMDNdh^;5IC~B^+<$rv^aWpU=d|Njb+K`TEBC&q5h}#<{mP5gG8d{VO6AhvqxmV!J z?VB1z2{Y(*Sf?*WVs>?`h~)gt0mOJ4Y72IZtO4y0d7{GnRFUJ8B8D3i#LNU}W~Lj& ztZblz%kUEw@asN6x$qT*Ql^tR{`v=$60FO8GvdG$-vMH@guh=fhmw`zg!?k!jMy!m zb$C$-sxM-DWin9UXkbsrfCd83(gC?L<^O88-UcPc(~mbtC_1XS`h=R5~a{Dj&8Txt~X$pJ_VlF9!Qft&T=80YtTk-Ze?Vq}V# zZ<8p>oi{=YMT}!(&pOcJkf-l+Y^QAO0z~-4)n8%{7D3vfDqufP9{SoJtfbSjY|eD4}XTz`YO zwjU_JJ3iKu9EaboC>kqPn~;CW@m0SAV`EsKLXyljW>5`Vq%%duSNW`A@B+9t5+B90HBHnx8W9F?5w{TT={ zb4X_{xA1F6@{!VS)uabl+1enoc`Nz8O!DPns4X^<$3y807Q_lMmwC>i_RS_1kfpPr zRGLD+;74vFmP=x%TIa~q$Y7*O2C!J>6>Hx<@0HJfrWZ;a2WLxzilu?FT9XM);9wGy*37T?`-D7x}BpQL{U>a5l4-Y zvdE(ppoWM7`(1)O<-6Hupil_a30ou(d5x?D{;FNB6D5JPnyvvR3#4`7ew|1(&^O-J zK|P`uo6UKfd~tLx04)EzPTcwm1U46_?GK%Z;k!QkHmDpiRFgPv$(l*v+k;rYgF5k; zo^qmICkoJ`=BKY5aZe|fec>7vIHxJpEwgoE$2@dc2qnZ~u7@5U&|$@4sQrvOQ5<-$ zSf46dwM!Kr?GifZdjxfJAv>%+YJ=;2+-ep22o#!?@TAJ3<288`0>QQYc+B!{@xEM zKu%QizgaETo7{Soy7Ppbd95??NdDQAOMHDJrtqmot&#F@6{+L1TnE;&{bzqG@eJ7te?C%H;kP*A8%U?^WpWoWQJ2_J5d$;A z&xp$-(?r#CiQ?^R>U9PX^P$u!@_*Dz`Z98q0snE~{1y0_71s%lhbD#Z^jy1A7ItL~ z^zRs-`A_PfEMlh`MVA`TI0cdOu+Oy8_%**DBo2d#-`+Q&qqqe`n{~4#E>qE^I`&J$ zW-YL_1@@|Nh#JBiOqo*<*Y+SUbmdwH$iuY@(AN+rB{{CjghbIY(kLto8^mz(zZ2J~ zjE+C36HnGrQ&utmFktJe`Fkzn;RlxdwgbPgibfaua5G}VY7MY+jt|{HoNB$74mZJ$14sy%M?5!8#dhwy~#oL zlGNu;)RosrDaKe!pL$_Abp{*n=UC$w;KV!eF^>0}OMT+{y*c(BvAs6udQY6zWRm?1(BAj9p#OVb_u`q%?#0C10IZ$f3kw1G=J3B*L(hh%Wi!C}p zjnJK*qc5LM3I4Z?=` z_}sgPdWxO)oWM>-u9*%c&t-f#i@0I#`NQ!iY}5feKE=0}@q1Vz`y+g9#3u3=$Nb>h zB_^_#h6ZnNfIdKl%z4E*W|;RWu4s5;4$;1oeixZ!3NCAok|u&hKBL z;oXMq+ z;K_Pw6MA;!`?JUN!XyEjC~|*4#_mn86iDnWV!Y4jyp6c7jL-GL|86eeJA6_irw{}G zcfsGU5(|3fKQ$7aJ|>H_s3ftra)LOLViZlFL?}t@r7@2hKk#34y?g&xJ{!t>HeMx$ zSmQsCg2*al4|8jE4d0xUDwcbthy&LX#CYhvT3o`X+fg?dL!|tQ#kH(w#m&SQ@#(#l ze8_x#@S&N}tTnkdn>i`){3hB|k{gugGi>U?M@XIVd+nUlpQ%85# z`E{?RUNN2&=n%trCME?YQ2br2g zEyL~u&JgeTi#c=J!8+}|L(D%Wp59Z-hzm<ZrlqRfR5y=G}dbWMC{uuRdn5*EY9b~i?r@W(QE}&eNouH z2UN7h*(W{LiAR@pqI|kebm6{WV?JBZdxb%1vh9OT*pwrWF#ZsZS8b#Bp$~dZ&AA0V ziYdL|4|>A<^kKQsqV(DbO&t^`dydg7(Tk0Hq!aV$0l!0Kw;xKBXVBT53(^T|C{>Pe zUUAOxKR)zKTByFLXQilNt?6fKjAP9b$nh@?BKF=ddfk{I+>2oi z%Qt|E6`L1eAF+ouKSbYkikLfI3o4w3)W25jp#)S*16f}O_ScT-VmQ=0E1$7%S(_%- z)=d`bd~u>#824yCQ~x5_%W}YeO^Qj%!5Jr*~+?KBPJKAgC)r^l)!k-wxDr z6a1xOzjRS4^Ngs!IZd>njs*0G6W7ifgiRNN@Oe&Ob{e~{We>}KpyWhy8*^JvO`eRX zsL%VxKpVAxG!<2?3YIzh3=X7J5Ij1se{hM zHboS&OcpP9B#5+*Mq!)4Jy~<^n~`S|$tPnu?kYLmml|zB&5DjB2a{)~@Y#X?Zxh#3 z7~6$0cl1gT(cTF{b&mUJ&$w^mOYcz^+Ut_&Lme6XoxYpC<2G{h2ep&$BGI)GHASHm ztVulACYEC2s2xV)1>LjAKUay5Z|FJ*Nspm_L3SYu6<;}yn?&s7rbBVJDpmAfL;kFl zD6Fm<#Z>Nt6uZX$ZXv$qLT(`DqnluJ>f9Up$0uBGMH%*?rMUl&4y}=L{I9DRE3$W` zimK+R;$Dj+QI`Grng#}OY6%ofeYwBMoWeOa{4;&QGpOLQvBfoNdIos|-TPs$1#9Tx zLf9v-`2VO;!WX#9{HIm&8IXrPZW?Kb(Z~*;fPL_&y|4fp1YBb{uz;oQc+)A+fctfT zcT@n{T>vQjGu|o+Eb?7C@Oj_??-Y0tP@=u-d4uU{;D4b!vJYG_1z5)BQM`E`NJuv) zpd!F=nqCEt0Hki}IUXSgPGQ2M>y=LPrdb{-pSm45?K+^t%XtK!N8nEYWynU#APqRD z8IP-fN(1r`4?Ou4Ffrf|k?Vm+@W}o^;1IQVG~R5&P&weGhrHh(3K1T|Z*h-f>Om)= zz?c1i|1Si>w^k#~cJO%nK48GeQ{bD)%XqW>Sm3(QQS|3g_)R=IKOe~Csv$f=pQ(|R zivo)Tx}vYGl@A*Lg8)+SqzO!BB@d$s3i9XUMz(=~E{}iBa8s>eE&r`rc5_!~rHt@H_z(ev+;BkLP zwH)UF1;-FRnOlkks?-M9Sv{b3<)Jkx2o1mom3+=)^J~XLE8)xATU~%C_2v!SP1JG} zkJ|6P>n(#OtK>G`S|5lGN7|uFA0DY61QeGsoA&^+%y+uFz|hL5<=T%bnfyp4XWdcB zV!$9e_vTH$eSjeJ1FA3x_yF()U*HXQ`F_?LPdSe_fIBd@J@Bc%-GQ*o1bV;0M~(%) zP-;JK2WEZS0%I7t#7CB9Zts9GO&y6pXn6~^26&VmkV#u0xziA)!~ zDHrJ3C;Vx}RIT)!4EzMRPr5(f<6jB{Nw3n%18%@QfB^U9ys?(hr{KTO=Kz6Oh7SO_ zi9P^K0zDGZW7sAiIWOEt24e4_^MQNLMvte=xqy%CRRzdKV<3KQ(Hm%u0@V-g2t=(7 z^a9O+2Q}ieKJ+{dpyL^-md?P!k7J7&lcBr-YIBlnwL1yb1-^RyB0h_+7fS%91C%2Y zxW^K%-5;n)XfSX$<4}2Is=Kr~tCE*op%i(HP3vl~wMH&+22Sq<{R#2e8$TQfeBG`S zunu4z*3ejtgZf}jLEc~uJfqMn;Br7=KYw(UV;_3UyUl>by@h6?n?^qO#($wgIXqh< z4RbYeQlLhbMy=I)%Z|R7@!hokF&=>=588lZYixy-H@}sHF-R zOIDx{6cE7KfXzg2Wj=g55QEk$SwH-E{B-=4HPtvl<1i5DW-lm?;yh%#>Rz(L1aH~B zCp0_9RWcg5#$5dDHn8zF_})379g_z_kj6P>?`_vfwgrKE4Ju2%k^SYUKHNjSM*sol_(fDoZr7 zJW$)$ig?h5C2LjSjl)NP;lGB$p#Zc5MWHG{Y=9Qm zGJ!VXGms*FJNOW|7jT~|XMow`FO`Xt>DaWrtAm^v=O!!NhhhjA&$tOtD*!Jqx&~U2 zb-yT4_A=kE%%vaenZQ~uXDvfm%LCmtvI>x&p}==0nQG*O2nTt1p|d=z^OB>)ZmTt1yR zE93|T5fCz){?HczA@i%_AX_|il_O`Vq_jAhZMLvdQ5moyeyyvZ=d=v>W6t-%V1MyO?+hgx=KovK=rdzx|FA3%{=N7n(~(sdKmKCVDIkE&(N1E96}iA7U< zm36W%Pu!I8kugPpcz=W9;gwp}y#qAqDiGc)(Dckx$&SVGLnsU?g+Xhu6FQayY8isu z-VLqPR;UcZ(PJ^Wc?xtQDsnx3v(_Aae~^nGsN{l3;C9rv(RuMZ$) z@j_)dj{JGOt45lTn@_aW z$kOx=yPH5?LErI}xT?vT6es3Je)o}Gl{v8veYXHfq+g1{AF2RjEj>TYo*f_pxS59ThH(NfYxpVBDtIzNgQQcvHlaFeu9eN8+p$D z0JQ>m<4isicLE9AM4Xc|w$4G9G0?WzYNQ7`hokG(cK8T+W&!ZO&gk5@I&ohPS|xHo zhmTO%P?MUY^ZtWQvc*SdxgyF#I-l^C?dS^{j)EfRxLP_;A0`n$i6!tcGwerv4J%G> z_JcQ<6I0Kxt7UdH@afHJnU7dWA^t0JolW@a?vff=FF&>HJ=9uviN*6iazHxyW(QP0 zkUr0ZZqb)M5s^n#65mwjsHDl%z!26JQZrDNyOkd;FhC*(W02R0rzF?aNGRf5wX)qvD1OK%!za-jP1MS@W1;@xyKuEu?jjca1_9OWPM_LZD<9Fj zc3(j*$9H5flp+hEO$nr5A_j8EN431@*~#tkJrMQ*qwl!MY72peV{?Ce<@+M&cA(uU zcY_|{8Pry9f615Uz-sSN->zz;F&V1GBN|zUdi8ofG)GgR;>qtT??ZF(843dl<%KDb z^@>2$??O%C)et%XC>WCK_)2r2;2BUJ4ClDUh4}vivGSO>xJ3+KgBr!dQ6Br?ArH|@ zuFK+@%&`~o5Knx3cufpL;ot<^{SZ_l3N1>9V!m<@*Y5NgikN5g<~NvoIM4db9^dKMecrduuOWo^+O#!ri3S$@}LX>gjcj6urqKtalOWlFKQ2Wb)!* z?D3d6ohH9%(CGy^veaSv@NHUoFq~S?o^I_o=nFpJ=P&R@V#_Oy+(!(=J|L%Lv&Pqm z=?wNu@fvymC=_tezxW2xPmabHJh5*S_B;Tzdl$4$>>JIjeBCc?~6s9plt%@r$zJJ>xy+I$C@#h4Uu�Q}asBDSvVB?^!tOw_L zL3`oJdCR%ZCww)Sa};Wk6m)67%R`QD=PiBxRq`t_ywe9Nq%~?e<`g~2S$bP~iB~tE zRO8e1yjo66Al{Eb0TKaqNU&P=2~tbV1t-~Kn~NM~;wh(%RLMB{3v=?0LBn2w+UPq6 zN{hMli-E)-|1Td)4%A|M>Z{UY=WEG6%$$8$1^V&tZZd}a)8`<4vx7#?Adc%(>+aqp zKVZj2_)svm3xo#244;d9EpWX_)xb;&@ujNj% z{y}H??YX-=*~4454pPZ|>|v*q4>!!B|5{Ezh5fG4SLItt{#?S|bhcVPq}SV}fo{!K zEz9&|-%9UcgYLep?+WI0J-@H)`5iwY&W97PcZl_B_qB34@qP)amz@S^NT~a>@j=@I zw(@C!oy>x|Va$DZ`INqHV=s;Do~w~r+^ZP248K2u4N~dXnD1_E*NOad7`t4!2n|IF zJw!D0DcJQge%u2;UW`vAL1mEv-Nrfm^C>nnBgegig5x=U(gOMxJ$8>pPd{>sV#_s* zeKmvpmY=@Y7rIXBk|#B5|3j!AkbybuA+vmBQEI?L;;p*DN4`GHeFJ)+ts(T~_=VLB z_Lq-bWb9`44E|p7FuihgdnnzK*pt0RKGHM3=Y9$G#EKsK!!6=CliJMhnJ0W?N$TK6 z#;S#H-I~Ilo&MXen~Tie3pQv?zK#9J5bv`OloZ z*`>ONJW9Md-O|V#v#ERJvmksnmbDni8uX&pjH1>EVm^rYU5;OOXH6{epXvDikXKsi z_E4cQw2`CIhRAW1Y-NIUl#i@jWqqhodQ#ty(LWXb3I!dt^x80DVJ@|Eg;q{p^NZ$g z2Y;I_(n|N~)C+#^IT%W*uJ~XJ_DuHFC;sm_5MLq(XE8>Z_Vjj5q1>rSZ8oL;;D0@- zsV{D`N5yBhBX^EH}-=wC$ zqn}Kjtd(`gQTw4ox!BiNMqsaN(8smnXvIB8^xkuh z{dfxZ7pYf!@cG2O_&vSUYOY@hJ(~`rmvh$2KO9*D*6BOz)Oi5Cm89-UAd_;y?qUAFnr%i%{ptmA~4_!(>IIhx*# z{_MLow7=-}q%ky4=J;$GYpJ<7gg)9qR@v$z8z-xzKmF0wzEH-pA1HB?`vxY=sS@!} zM=Pf_WWUjXTv!WQy~^lbk{*X^|Dcu!T!G^89JC*t-zgmGq)>X_Al7OY_h#vjPqQwg zZMb*a4SKGbF7inU59zqyn|+o_j%r6wOMO%5B@OM#HP%oq(MLO|$uB;vi5Gh~)~3f` zXiTVEW~^<&uF%(zBOD&MO1Z&Ps@YSFw_|_D8e5X5qOapm_*^i5Z@}N`BtT(untX^q z^x48bU>P(@=+*+=az>I%9y-hJg}mfIuIWquG~+(mh(_FZ;GS+l_Biehq4ukTUD$sV zuBegw*_#Cw;P(&s565TX*XgO8#~yA8_fiUTtf#V9;n-?r*k=`nPLf_||6Ax@$k8Ry ztp_@dz#q-_ZV-1}s|J$?Q zUc)^vlO|9lR)Kb^pjsAttCB~!_j(fQ(k^YG-A#9s6KZ(Nqbs3BDbBqG#(GHobLkE> zb0?^&TB+s72HfMQ%DszH^ccD9BkogI6IHU+0hK(w{cosIKA4;8ql)AMzVpwa1R*s| z^^N zSKz_#>vSFaWqeS^i9n~{*XwvKQ~j}0ioJhtenqO7>N{pAdc~qw6p}aky{u!ZpIB4T zFK@={&v*`1@@~AXtZT*ldAA-ujMpS5@5Wn?58ry0cjFCXynavfZoHz5*X@xqo;f~a zikKjOorgLT+t)wm-Sv0i|80Nzf8O}lsH&!V&5gX%Z$M>Jy_@mpcz??4Ysr-te&))& z(ftE4eBesn>HfBosXkngI zss44Ua&8pYjX*+?-_z#>V~#oZ&+Jeeo0Yq!9P7t*|F`+~WXnUZ4zmE-bG$JrH3^`-YJV+wS%K+F+Sn2ud=uoa?J^tv%%&^H{`E1| z#K4s6$}zvE*E8y^*Gpv_3v@C^{$9T`Std6^IXfZrt3nLaRTroftVlx`j_O^ z@gd6he?Dgwza3ff^EdPkMFJ2%#1r}Vb7@!3RKI_XGF~j_Mc6nrfyF7L)0O+1V~opz+}@`+Yy}S>9CNXp1sd20oa#G4zA} z`TfuS*@m$NVuAcKpC3$KUi9-`LjdRaA)d&;A4lNp1%K@qI6oBmz47i)cfZZgyS3C( z>)KDto3-pmp0N9QFDZk0#v)Nj1oHdyj-g+?pNIRxs??6GpS2@z^gB*JaN=g(t;=I# z%<5--%^Us3p;1n|k#R|Lr{NIm9<@szl5ZDJ$3oXBu=P~~=j!;?fxPCUG z!2NTY@z{Aw{^!yC1w^cc@$_+z0fC;%-?Vc-iTfKl=Y{F~}PN3mBQY&~N>vfvL}E%8VB5enigDhM z*1%eMq&^4~MX)4(u+b+kW@ z4G7 ztdmnUpu!cPok>g;mkkNxQ#Ye%6k-sKhCpG`(ICPa8^n9yy2J3>PK6D^{wLdsMDZ%kD1HFP{)(Nazaqwf zYn26xQfedc*)X7*K&}>q0_|Q76mB(;48C^&t}^i;>k3pQ#wS6%DjqL(16y<7%-hVF z+mQ#@{Uq?0aA-&Z@Z&K+Az8P>tn)WPyx@0}kVt&;5b^-%PjZ!X@#K4&_%tj@9Lk6j z`=CC0?`04xsu;xP=lH=nU_PgSf-|R5TcFcf$C#_3Nm$7>Sc{#^Gh-g{7RYhL?XAhF zqLgWh=<1#zYC`|Afbq%$?aA6r%;JN+dO?HI9KSIqA65p=R*Cq+SCWX~p>=_xk?$I@ zmcu&WKc`bf`6|i6r*DFY4K#`lP6m;R9&bi)9DeIXe6``&N{lzJF;F$)dk2uG!bnoR zSRrc1ijh^J%;6e$WSTJ4Nak(yaU!slK~&5E8kGQT$Whi0Kc2FSys({ow2fGZ0J6N6 zSPelxd~GiAlaH8gOq@*Mx-Q>Sp)*Mqr?p1$1%J4DmKY1dKe6>kbgI>e*ufWL%d_sp zfJYgidB{Be?pY2B74&I^Uf-Fs8|Mu4CO&Fpp+_nx3_@4cATE7lth?kj=I|W7?YO?lX!0<6zO)1)MBK$R1-gVT`>;!q8L48a zM~av-AW@{(h!aKoP@{I?d*p|UtV#1$!2Yq>0CeiYx;#Ypb!9ov42T+f`=ftWX=+d@ zAgj-fqBw6_u67)sApW-3;8^m`t-C;WF93-K&Qz5cA4Dvtk<+62bR^GB<~s}EMF%qt zVoWiEnCV8&X57IKfJ&VOE=$hKPfqxF2;Ywa9(4f7JTi#CPawtd{b@k8+{qPVS@Sdt zXp&k3pKA}5QCDo&6A1Yre8L{PTa#Y~0`En74q{9j;G6cq<6VFqdjo|W1)OXu@iial z6|wepbqe!M7JJUci)xuQKHYi23icJtsAx3e4-0<2R|HdyL6=glh%hx&A=MHpHH=w+@N^ZP@ zU4UTqx}_Jb6?<^Ka&NI2)F>BvrijUoi9-F>DEhsohH;$Lfu#bMwDG`pPS7bi z>ct#q#^iq!4d0Iel08i?9?l1%${dZGp-b2VtZoBuq+burc^!~;KC4IQ#lW3F(y;AY z)~jXY8L{J0nyBmqHBok)@LOsS4>HLYGw|L1FTUUtiTFc$M`B1&m+Ta2249$xsd0+npU7;&WyqS7nia;ZQPqwukf#Pjl4QF<{w z$b9^L4*du@Z_P~NY$|ga4;9QXV#oyw6$k3`Io1HFgiJ*0XF!#39=$KJuB@|D4r}p* z-=_Y8{Mn}i6aB;+;t!!iE%H|;6cF3>A}|OYCjr45O%`b?z*)EIge9N#`M)1D zA)lk@2k8$RLAkg42JqLHI+0OWFGN1z(9ogSLu+#3Gjt+fp--VdyjValHWz0d%As!! zAl}XJ=Pp1R`_XUGo9?DBjRu-Ko4&M5<}cbl$16I~;R z2VlAn(8WN1S~?Lbm5Vx28@jF5P@}vGN)$Iv7)96xC`*X-Rpg~+#HJN~aDh0wip{EF z>+dPVCiS!$`D9@B2fohUq4C%$ma=(Rd=k~t4Jt`ptJsdfj*hm-Le z@`o+?q%r<9s2=qVUmjl*UqV*1HraKk<@L#3_(~;W;e9iD!4~*)Ve&8WumgW8M;ufo zckU(@j#VKqFh&yR^u_n>828%sB#{{wFS_XHp&LS@m_t5035CUmSTPzO8#D{QMHhGc z>f+c~u@&hz4mdFXH=M|K$V)__#b|OJ|36FqNu-Zrt|#fEj-Q4u0IAOWt%&IjeBYSg zi=EMn)%f5tV#$qjUyx^tgq;!H)};yeoFtL5-6$@Sn_Emm5A?iAT$X=KUM5HFOb1Sl zKiyy)TRtl>R$=Tqp6e?V0ry@Kuf$c+0m;H~hEbG-x~tC?`gr1@Ew-v$f*2=OuM^{! zIKD0r-4lG?V*E+u&@Z2fPwY3U9CIT-gm9fcT&E}3>5l)7AV+>7{^K42?PlGTeZYR| z#}xcxMxs$vq0h)92DR9JFZzx-g`T_6nfx|qJro6q{8lf?$FL`xpc7L9pr#Dg ziLR@3qRI$zDpF!35MQM7D8@xTAO%M=KfXK3@9kbgzkmdh(;j2nn6Iph3Di*JW51G& zQJ$QL|J_@{^;b|YnBz3&_Hhq>5k+2IhAwNN7un4D%-6URs)t};!6DFd@mu>a>Ko@c zVv|@JSA=U4+{Dby$}g3xIZb!9Po8;)Pe z_|-YypWJmW9DO)GFp^xxxc9NODRv&)D?zL=j}tGU4%);%;O<^(h8NTaZQ1kDJMG4o zu8_MUzmd~ELl=cDFJbdK_*NozZkdf;98yIMdQr>F1o4bLMeDiLX1>>><8wbK*Bqcs z>O-9r#7kGb=+PZ&3M*jU{h8NLe9Q+K%UotsgM6V!JewpgXyQeH7FtmJY%YFg%6OlW z$;-rA&SB<`O?xBP4pPI8;Lj&nV?EGveED4(esqrfjGg?M^Dyik$$TH`pta$5d&UUD zuB-X&Nhmg%N1RS4r%yz;@vIl03Vp@%+4M0>so|{K$F0y_VBJ zC&mpoh|$rkKYr;T=@E&)I{1OoZ?&Wc$sl&@^U=5CD@yGg`W;FU{MHX!w%SciMUFFW zGh(C~I;xKnA1CmWXnGU!>V^dTg88htz#0>4-Lufict)(*c1FnZX<~2fWYNBLoM_?+ zZ6h`9m@5hkjxM=MdNV@Us_upM~#iLPssOevWQ)QuJcGIeTXEWnKKlA|5|soKo1$ zYc6>zfciKK8}s>g4(H;dnfRoNaaVE;g)-pQWARNiPf*zYCBRMJ=2&&D&G%H zg=XY3vYa2V%3loac*I}xB(T{V0x|SNcI-QRCEt|W&ET* zF`i5PyhDu5L=y1ZHsrEweE4}Cj^mh+7UThX|5EgOmpie??LuEnf7#v=Kc_!9PVcvS z0Q>a8qxfmp#8Vd#xedr(4DGtFbrsG^~S82>;55U9%#oTf~nQu``Pt5QvSsVi&uU$s%MC z6su4#9(7`@)5P~M*47gLwjlR5f(oS}c5BQ!wICn2<6J?`7=XQ9@mY=yoY^;{0LB-eBz=dw=3^ZDWqG$v1Vq5^#z_qN51 zI`n6ZpRoxFAjet6ZzN!E{oXVR$nu@ja!ERb&2On~yhK(eSE^&{* z_ad~l)X&B9SSv?z1M4@NxY*GU`>@W7=$mrryL#2)@4BozdCZF68?x4My|^#LTKEr6 z7xqx2_(P3SfCbwRgIBh|kVv%;!|G+*D=+4r)C~NK zT$4&|o;H#`5ZR90XRb=la76kcF0HUv3!O-Bq!U}rbfO2eDEX$xh_fYPgnDO;C{qRc zntmx_!{tPAadn({UCk)k^e~9h*yl9%$WQM4jK7AHd3r3`h~Z{FBAK3khP~Fr#Sxf}Wu^z1U60AWtrgg1(8|nS{?ii{KvdW@u8jQcw79 z3i;>tG3bp9?tvlx$dv;0 zF7(51iJzd7T(=CpD{<7GJe+8RriyVVktZzBqa=EFA#dF$$64|j&Hp_(rWV&#@~T3+ zY9E>^>IJ8WAq5h}!h1$hc&b4}oMYdJ-Cqx4>{jf}@RM?8+{>Vc{6JmX_MLpj=R5vy zq+FYv(honn7@R8Xccq9iBNN27nnuy}4ZZeI{HYQ?_m$Xq%-$-CJvI43>2sT+V;yXv z&_9(VAE#ksm%HT9PsIDTLMA5P3wy|NJcjMdW8iO~3@H}}yz!kz&MFI~36IW?0ym*Tt2Re+BG-{@BWI2-T~%TGLNzF8|bM*#8JsFlms{h~(6Sq2PbF=GHv zsShmR%1GWctpY{@MB(XK;LkvOz5~nI631I+bv#ynk~fGR;*s(_KpeL6xczz{to$y4 zGECtS_5Da6{_YI~W0Qfmj`CQ1{Ugw)aD2{YXj4{mUWkue%H#WGCk~Y{Gd$&Wpfv~M zf%O9$?$=)<4I_c!&xH~t40?pkFkwQC^2aWq0NXUcqk%*%1`<38Y6u^VJnD-bfDe~E z!keyvmNiJ!$U!fF5G(U${*AE1b>IkF>uP0kJ>E#p=akw|bJXB%vsHmRBBOvDJgE;H zaw2eiKcMu(c>A#%kpA94zFGn^9|L4y8dMX&d`AF1ShNx-!3vE8WtN>azFDinB&ikQ=Is|GF>C*&4y+r z5coTPZ}Qj3ZQj5<25Y2X?9Q!tb8bD2w5`v$z(|sBI0Hv_l`geBrQc1U9Us)P3v-@@ z-)^4^%qSShI_s&>7%6}E=X##_Yw%R;G8SmkaNu`Zpea5;equeK;qa1jwztf3QOTT> zD%tv}O1c+Q%LDl9TOc8G+p6W^u0Y}N)g}0&3lN)3{Q6OO;FP97hl*OuuCr}q%yv6D zprpI(*i0pFsOf6htXSmYw}o$`>|n|jM>WmIx`4Di-MYPq035EXP7M9c-DkAcq-Kv2Sn zyYa-$qq@Y;AHeX;)KUONDYe;IPRewZY0bT4)DGr^Pp1Io+4>47@n`5DfYRK~1wzl? z4c-yw&!MHb56tWazCvCMP56}yYmwVhEgfW$#%^+5E%FcRoDHIJBNnF|$T_aEEzrUo{Odtcph1-wvj#K{ zwKVcLQVu_91@y<6<2L{!G6DWGo#QIz)5y!8$VYF1rM*N);9V;6_$cD7w+pdItTnUY z4dnxXcTRMag|~RfFZWryL%cDXIo@GyI-pBO{Hhp!wH%1iKCab+YngJb)%fqilB`!j zVAEfHr0aVq30?!k15UZ6nTxc$=`N$cdC5MJP(;R{5 z0yDbQAL^%`ym6VedPpAofiEq?m)6enmTU00ZT4z8dxKgYOJ-e(^KY++^UrGeELSZZ zzXA8;bNE;CDxYQZ5x3-k{blj-JKnO<29*?CzY{s!a~^qhxmwO&Mg9%@1p^&2UoEqN zj+zZer=h?^x&B%pO4ornHTjHBQ6tsV#}#YINnyM}JeWK+2iO}>wH*!Z`VrB*TC4LzC zK4ZQQfCb-T?w6^ReegMieWZZo_S?;of?B(Gq4}Amv&pfvf|9#ug zt57e-(~IQa0W|e6P{xzML{9_5=hNp1>#$EN-)x0$AzUkKgaC6~K+V1bwB3~a+zQGI zOL~k!Q-0QBG&*X4Pael7RI8zs!yoR>2TDu76bco}_a{KFA44DT5IE&MV(T_g z+UwBLT}1aZV3V<0x#J%Zbd;#uC>_2!61UBAD z7Jch1n|1S$*V4S@mWR+>5r?VU)UpBj#UmRkoR?~Oh8p_t12ic><+acG?w(pEU!j*s z0ycS)nAykM&53<~Gjt*T{R#oc#7~dD1!7B1yhJRVy~h9a3Hzuui;#5uWBV+in$v)@ zPT&pgqw!@8KIKYIwegWZ1U&_7wz4*V<1>qaQ=Y?b9$z5u5>IQX#ku6z8^qM-Q$8~L zF!Wx#8Gj4wiEmEE@0N}PVu|l1QC9}AwqG3RHwOUI?m}H|20WDbv}U|Ge6d|3eLxKT z%ps_)=qJ{P`^fU4^rfqvmKmoI8cFOz6Y1=${^N{9~vV+F5$birDIPUntt}v86He50^Ev`aO;8_E;m=Khnqo z{Czx2BPU;knk<=q`V=*bKHCic8?lyyVHr-c- zJb~R()&W=7X=V9K#Nl1ylUQ8MwUwB>N<21)CP8p+!?<5i^ftSpRRU7p4G4aDVC8Yp zG?eCg*&m@`c&?Qp=;WUPOx;MH8Q>`$wm=^-4O*F=P_^t~Pk}yW%+rc_@2u-9M>q17 zs~ba~z~@$A{2E~VTY#-Mz$R~i#^(Ty-v_LH6SOF`Is$cvN@NT0_5kQa6snIab$n%2 z&MB7(=(e(p42H5yd&Emtv4(CTialF%YS9QF+vL2*NP&Az&2St;QnD^@#t$a_O z)bd?%@}%t{^5Q}0U&vjpUitilaZjR`NKB)*F+jP1A1um%-YAtGlm09Gq()Xa0Hm1Q z6BVqH4=2)(_|ju;fntJMSaT!ek+-T+3zwq98Q|kxW}ycVem%W?Hz;1}L1Qo&Ul?fS zD|M`2;~!8DK-1A1Ke2@NB?tdGhs{g!-6U)^y#dr7%zG?8WW)6g>$F-9j;3coERY&H z@sRxL7_>W znn<4d=teymO0PMPI?6uG(1Tob*-Z`&a+d{mKy_9TTD`Vf*%hB2b_U7>YD%LITDk5! zR7m-;1u^mrDj_TEyX-5pHT-s-7^y|9uEuxMn4dZH5h{FcJn_?(+B7no+!6zPn_lYh zMX0f|)bcz%RnrI1#UU+onBxuTUzl4nJ@s@K`F}BWVl@31`_b3Xu?6gQma&2EvUqK8 zIR|Q#50#;bp?BIgmc8h7`U(1u=GZWhp2L5FS{C5@tTAd?kG*s|{;$dJGlSGpO`J!O zAEtgmC*rO9J7E5=(ES;70*~%oMaD~OnxDL+hs!SgIqXIoG?y@B(40a=Q_knV`9Yu zzc>vAM=1U|8hVu0NF2Ub5?M+vn@|FOBR8aC>tO6Wk(^>f>>nV~aNYBmsXHe7U;>V}?uFxsg?=XH#eIKxg z{RXn;mXpl>;v$jQukesQja71u1O3+^e0eXn zW$jPkADyxPSL#h$^20EEdLQewoIFtn->$~Gv|&xEyocfhzuEuJM&5rhL_WMRL{?qx zAV2%M%Kjs~rT+~2y#S5OeG7dFF?Gw0W2u{73!udzkG)t%e-;Wg?qaAa=8)H>(1VVm z-ukdtqNXNMch5`Yh~GHT4}7u7}fFNa!?Z$p>BO+uk?Z1N$#tI^hfs_ z)Rim5pfmn6k+?PB_xV0S`Gc>A64R&Y4?WLvAA}mSn(I4~Qw_7Z=Qfr5B@>AGp1!h} z6*NwkzjEB$E>NqG+jdYp8j{ycs2v(=$31e|CG0Z+s+|fAy=0jN?6u0$gVA@*$4^=s zp`}Rik%RG{p2_ql@%*jFe@;RpM_+D>U;5&g)#!&FE`!=4pR;uT;3D5P@RS~fRdRY) zXd7-qYuSR{iQF}KqL186pXVFIy%QvMKK>YhuTF-dj(ivGO~2zrPi8|O#`U)$EBDfq z?)H&x>?K~|xAiuV`&My}Y$^R3V}-GgaPVbp7w$9Czpp~){`mSkV#lADxEjSZcG63t z=S6fpJ{zhPddd;bP~$j4YeMfc)0R4K4ZU1nYGhCDFiZ&c(o86t#^H~{@PV?{GBwj$?$HjBb}bxb*kCt# zeE?KJ@2REShpdTjEolVJ%>b_JO-}LC%DEHqOZ;rnc<7hMP=~ejWggJAplc&Ui)?RT zE$7V`A|EFXl^0vN%KSOdYDCflbMLe6R`!FJxPSRxBV}>u7c0`g;BPx>Ft2LtgDP{s z7T?=e3d%)(ugzy|GidczaGxvm7j<*rK>B0sT7xyo9R@wFBj5LBf4bI%`@|m7c+p#0 zpQqQY2lW+sU?cJSrY*5cO{!)~KkdN%AhOx2Av3r0;&f@4>8pDe{(%b#!9=w=7~E!(8OF zSZ`T$8$LqLQ>ahIaGxWjF84mziVFeeam4&SfwUF)v(o%`N%JkB4_>YkqN z>Z)D4cJ1ob&(l2XNXoAz79rvHi8{W*kDk-E$4EM}e)~`X>BcfVS1QgkILf({mo?H) zp38FX!z|W^oOg*F-7GmPOwnNmtfWc5UP>-;7pE%_p_&Rfl=34eMo| zC5>oD3~b39XRDE&YcnU>@Eo=r@~fpZGMZ;f8c?XXMmp|umS^H!r0*V2Y0H|+{Tx!O z#h3?q-Wx?+cIKM7);xd6qmedW)zS`W#eR>~awO~cC)d={F_oO;p;~Us`WtB!W00jG zf8l50ze6P$v((a1|H)IX2{uB90RmVk`-abyx7JE2&&cm!?ftQ-ddSSb63l}juQ%~O?g0-!Yb0~N3b0@wl@U=1ulI@cIMuyQRBz(UzK=&0w| z$4WUyeg`YZfB+WCzTx&aWVS5=sLQ`EXXgS-!+;G+U4kg*&&qP4 zPU|22x&0=rv@{HDsq|$qb^7yqrO~f1@BDea=F&c|r%E|S>JQqqbXM@jJ z0}GH&EHHv#B_;p?ER=o2cw&|J1oPehKJ6)Y-hAa%p*;nQna|$o%Pb8!eq`5AX+QWM zTg;koX{a#Ye06V5ymMS>zVd7-@B0d+ya4*tAEi^W>hybU>5ISJh*GZm`*v@_ey7(f=LTV?0PyeYdz5igX^K*oJ>~pf zodaoWhds)*p-e`bd$Y}P$VIrrbUe+GS?nVl0{p#DZ+zP8k-EoZ%z z`dLtJI%CubfSP1{zJ4#b_kKU+n!ncF9{YXHt=Lac);}-PL_8`uRVnkI)gcEqDw(dFZ_j;x z?_TThoq2neYyZBj6S2?ClmB~L$1t}yDXp|MfPNIf0t6V`IewvJ_MET$2LJQlVgAc3 zm;E304gvwdAE?0ZwMTGJ;?b00gj5_6_sNS*O=FpUs}or(^Zmeae0R+*aM@SQUn%qN?frqicS$o}ds4_t-!3*^dHt!M)m5duKkvJ?#O1JRN?8}MwR!zK z6`QY`rj%_@*#g)C8(S+H`2N`O2F~{3`6Ll=tU#Q*zo0**Wb6+Gzx#z&!1)&zKC4FkidR5CeDY zH(z-%)XyzDCpJ%ePg1`TW~^U%V)&6NN(@)gC-y)9TVMmMfdxp%_l+P}83RB73uWJ6 z#dDBn;#qk18`7brV#V5_k>WdF5`UA&B)r0*Zm!~W@kzYaujRFNUd=z>9|~k|Xp=pW z1A%5y5-O(VXB$t(Lcnn9<80`d*|#{gd2zr^ePhq%U?SHhp9 zKyQV1+6UU{bSS4?Z|TLZG`%?bP%qX!*9(g`dhzKKl!zR>lFqqq3A~aIWi>hin2<mCI?HdZf6C+bBi=j`GOvxV+JjeuTphcZ^TO%%(w#R#YB5n}%glh_Y6;6PC*PhXG% z$>f#z2S)MYCUmQdP&s44S=w}nSItA9v8{l1FbkUWRHRTQBjphgA^aPfMAmKSD<-H4 z2cT|krX9nuK#k$m`d(#eGgw18EvrM>C>J5}tU@lv!X#eN z=A%=PLhyiA+7CNW<_-EPiZV-4W@a0{F5k*1X10JP0>!TgG=Y&&1frn=^nns!$#x*G z;U9)FFpcAZ?$N@kK$I|kFo{BCk%fSYu?U;^+aV886`E2}XcxTpZ^*%YpaJy!4sG-s zU-D*Kp5NbrgAR%Z_GmNY7fo*AaOfP^aK%Xa$QgMB7pN#83}k|iuJjdXa))*U zw6v*#C(@eVn*%NMC3M`0B_?v=ciWqwN>ULnHYD-4HrK z>IGy`Xm?)P+6`*QRVW>Epbd?O7O|Xm&yIwq)h0rm?_(0>pBTl7NazlsP?2}yBg?37 z0QVV#+zM^lNWBvKLm8pp66mYb^oc^98o!LMDxZuI<9A2!wQOWCIv~Y^49RFDQDjb& zScuO$Up0#Qw4+}Lc3c2$hBml(L!*E`B?nOs+auWHS@T5kpiQhe(k@cuLY`u4W0UAt z&?M%6rvG0X#ph@AFaH1Z7IfwdjLC4Q)!UK1z?UN@V>^Fn)!5q-9KR7Stb*f2;UY2O z5MNX;^M&^Hp&a_F?j>kV*y83MXdqjm(r&;W>-Z8cw5w^*u10fg0sD+-$2h>}bWP~@M#vQ~9&|mD zk-JD1bEhPViECm+-M*3H>?ITOFnn#fm`U`&PNgqH5jWs7hoLLeu3{UZ^Q~kYF5&CS z^O4P%O>E>k0#ntO3@$wsf$~7&qX9T`6tr`@k(u_C! zccvxs8=#97vKIW_T%3LZ%2&f{o-*x6X!5p#0 z7rBX{#5&OBQM~XFF{0DR2(fglNwh#3#!$y3zU4r=<{H$%L-_n+sMDj7uwi_r^hF+| z6W6ylijdYu@rhW|s;yBN`Q3F$g4k9tUUYvPExzQ86miT?C+Roao_x`|A=EV+q#?@C zpCy=+=!bQd(5?#;{|Z2D&r5xCK#?c5*nfb=bRt4LbTWya^u-Kp^S(YbuzW_bEd&3( zfuBNYde2y{1NE;3KHV2;pe@_ajPv1)`NUFD!u589crhCK?g3&2{%On)W$gjiLbv@v zENBkRxDWKKj{CTNFLDxWRZw;PpeGH1hPl8Nf5w-);L}rRrw;#CV)yN?^cnMLR~6Jm z52%IiP&L6P_6vFu6V=pF2laP2(kWx0EKdGK8;#b+i-nEjL`VB*k;WIc1G9)LL-1Q{ zvlidnMl9|4p7{I<+SE&ET$z03nr$$@o!&wP{b&#&(5e>yWUS6g5N~$Gi}^{>V)Kd! zk^TxQApN=%pO}G7Ut+^4PoWy$HHeGYYYFr(-4%m43%Xr1hz}fVa*N-6*xv}4f_X#N_$B2N28vh7S84-G>KVl=e&iO^%GQ@;=> zT|fs?K*ToYm>qnjem8L$+u9z7HjM4_ZAucg?j?$DJ6Yv}tW2B&yi9$5vj9U;DDmANYBF#(K9{=!WC*e>?oTI%9*eP_qbe zoof_Yor=Eif!#i1-=*)Mvw@!2r|KgpdiX>X^Tt+?037-4`VhGf{!?r?9-piB8VWx) zebI>c)D&qH;z3XRelLE%9em)wdGybwPn`FK`365;$o+2Qgl>;-_oEIm_qWlpNUzM% zi^A?~HI(hE7p4oOtm$K3cdk z2J#~%65~m{q`$`FD-H3BfwawuF)^Csz(z=%Jeu9>J%x4wlE2w zc~Ht3Ltc#UN{mYn#$A~k$OdqagV=E*XpVo6qMRxmKSV4u;Lin~8^o5;aU$SDgm~22 zB#Iwo{h~!$jF{078(hjqpD_lvquYBV2cQZ;TKtB1QTLlc^^ zopNkPq5$M$zv&*@asbJSqtMY$kuQfsMc;%(!4~3TFw}U?d&_x^_9FYidHW6{v2p|& zy;G9#>6RdJo{STBLZZd)@e$(gXXak|$%O~Pjpsiz{$3+b@Pd0&--b_^KY)(? zN!0Brs0K>-AsaMCFKSOjrf0fd9G*6VJJ56lb0pXX;y@xe2Vy{5`ermp zC&nH5gwJE!KG?81esMDwKA6`ieo~)2E0B9x3;lT`k|4BC?xJn`sLyI7J2-ZaW0h!c z%iYv<6?r)5x`ueQ4qNemH^nZ@85UeO7n@YYCWC{pALvZkZk(US`HAGKZ8sxJ!nx^` zH<@$emeO9ZY#D1E&Y#Zt2ROeo_36HW_|Ey4IsY?o#oF8C#rR4W#kVg&`R~?KX}zICESkzH7Qho*v8n@u5DH{q6)~1e^~e?(@6RIoeAs8pt?&#W)PZp6#|F zVTP?08I0iL(5}zm*NmSUl(U>;rLakb<=AE(n1O7^WNbZ=aRPF%pEQ-ZeJ0WibFl4v zDDFrSRtbm~!MCEt(VY?EP6LxjUBz0_5#J<^HLJ#2gm^iNadjQv==KGl$8Q$AqK^3J z)5pxe_YA^?aa{Bm@-5&FC`LPW(2kk3V<~k^pe^l~moiOA;zU!AIHXDvspEOhK^nyn znj}{COB5xJ#EH}OqQt{}$fzdcyTizj$<;~|6HVV(-@If#dqkP(*oJ$426xzRsKk(G z{LVlM4BIYRhm-}rw+wrw;7^{|Y~~JRNWdEWC1nr)@28IV%oN75j`6NJ&32@*>6mH#^IAIXv+xNv2a9! z`0N@ldLz?wg7s~UNMd3Sa&_j46WG7jPH-JHYt!%y;nGqVgLU@l{FF?lNO zoyZt`F_GM1GIRG7{1u;SFbyAOyOiVS#?mL_V?~kj(c*622;`;6w;PlH{6q%i9&Jrw zj)|mi@cW-<$XT(wGy7lhb&D8mnM4kBiCBSM3RF%O#Zr?*uKP)1Bho0j3&e{lwoxJ( zxlupX z9m&~<4_{dWjOs)l$eQ9_SLRX5Yt)PNZ*THuP?oXk0L~I8=FwM&Z&5e;YB9d2*J3iuh(vaGm{W$fDL_E$b~KgwtK}2G%d5uu(VsaP}}_!60&`?yQ0Ah~)y?O6G_z zfOyodKhhV2iEW`hMxX6Dz$+^;ZBCE_cb+=x;-m4b}`Oh*`FDfay z8#!VRq?13A7pCwGu^V&LF_51;DvBKL=}Kf%ko3B{UN3^T=tZL)dZFD%-l%3huHl)P z59>_wfObQekB9|{0>Dj`@=B=yeUAU;cCR{jmh!^_;V~~@H6vb;sh!2iD-x-Od39(a& z75T0ZqoY|roMYW~n(@cjyTQ0iiXh*JW85X<*B6P2>UeQuW1P6&if0H%BE+Jf)Tb3T zAZ|Tk?2hDmMRN2dz8OSp*@@oE7N0RbM-}3^Lw?rbAtVXd+v~zVLvx)xt@CEru`A%6m>pEogA)`E8gZ=>;3;oql~umlxL4ZNlJzWJOK(j z@&S=qd|{eb<42c=3Itt4Uzb

  • xUchE^LplkN{;*1a-9t(sk zDpcS9fY0KGuGxXv{s^3c_sj9oT)g&RPUfsWdd$yXceDxCexpKk^hT53VZ9b~^GidZ zl4U|Qm9;Mn2-R22^-6fC*30IhTWj+)?abc#%;c*MNze$?3(*POGXT5hA`V>fg)cSn z>*_$7Dgj3?i*GQucSZ5(Lr!`iiKqM?_S8mipd;YP?pIeqfw970t3hA0{acXwIE3gE z)|_>nNgrT~;+H~s@-|QmVlx#uRusM;0=%fz^G;g#PV{3h+LYYU9UXV+0p$z+*SHU{5d=KMomlFKuGs`JZxYSlwP)p~pV2?0z!>8-Qk(Z64SIuV~o972Jg5tB=> z+d^{FVSFhcxuz2|6~3%D7&uH%7oAwiU2{$Yu3gbfE8O=|SK|HhORg>nZLf*ti3FNnO$>{55CmAbph_tmb3ba2GbL6{?e&QMTw`m_*9k_K*@ZdX$T?j ze(0*Up3b`JxT~7H-L*AOyY8I}h}(02{Q=nSs3#`91zc#}9P-^7VA!jAXx^p3J?Ap7 ziF{6;?~R{*^#?*rTxGq^Q>LNQ$w8j-zXT-mDe%+}DQi6e|T$- z2p^3L_0zI_19YZskp3|$SZh26KKs$6auA9rbW$BVoCbz82RYgYSS$a3w9!TTkxPzk z1uhoirKic`9hds(jdp%|q+Ni9MFr~ayFvQCScr}!hn`qy(!!ac`N2;-@tq`cSOF7o zMdJ2VK~HUn@8-lFU$%Pd!g2muFjugSTM5kqc0E=e9|pR0_<>1ZFt0?%P;G&2QwD@; z-N8WBOL^+y!CpGv%UdrD_R-SE{58H_koGzstd~ZFXr4Nu+G7pSE^_xVa@9TZTBl!t zhE@h@=?L@+$=arej%f}Yt0`14z~A}=m9QcgWmI@ z@RaGDDd1Ch{FRdQuqjh@w>ooUZJ)3|{ z29X<9QiC^O$JN05766yRo+TKsI1sZT%G0;WNqy{{wN-XEJ@B)Ky50Z^>+Y#hz}u$% z=B2~x`|6Aq0eY-6xICZA0e!c0cbMLw7 zweBAJ7D}3RbD)e0fHLZ7pjI9MwG(iyV$A1<#pJ7D#Doj$sXyh3s;j66o@c3B z$AQ7c0CznC6mS=P$XcND=wv$alZ8B$&=q~QgksIHEwl+;)eU-slFvP~&_@ql1YJTF za>J2)zUo*aSmS`AhsK5K^ZdZxfQe3_E(f4bM{?*Upo>YwT@^lihI})7YaUO3Z3U&* zg-Or`6d}fmd*}7kDr$%~>%2j4w1xlIUq@ZyHGY?$Ho`VvZ(!%U^h#Hl`zhwk8Y-FT zRSr;hwgAnhzj;1|eq}85FZhJw6Mry=-t~bxGOxktp=fP#PAQX?jiKK1|JK;vk@e;x zHU{?szDZ1{`9Oi-3?!7eZA0E|1>Hg85uUogtGC{10R7v90G;|FP}h+s4xBaVSgT*+ zZzJ%%rS*XH)g||}?x7pIQ=1s;@lz-X9+8ij|LC*$OfvPvK);88)oq0$13&taobYsa zS8WvRrhCSE=%iB~+LoR%Y>}sS8sw!8KEArjD@ezMQJe6u5l+Ad(d&=+*x+i6N8Ph6 zO^g#8$MT_rhv1`))}JbK0Hz%*w-t5b71!-?~l=GmizpbH762kpLY| zxo1GMdwXl%tn{WsLiHqi7##^DI31nigWXQxC)o39EVe#|AMXDP0zT#zc?Fx-dV$?v z(my{Z{X%cXK>%9g6UG59bfxm|~nC_u=o1nOZl43G6 z0F8_J>A3?Tx^X=4-8}dUF?QAqeFV`rvYx5zGlqFH7Jfdb3vtvD9WFx8i|H%4*97i! zn;O4lFh0uK1Kr3Co!FZY^Q%_UFMjdRpBh3>0{pjgE-zhV1VE8A5V;2 zz}Ah3A$?X*hhOb3sws~QX+P0vmRf-Z?Y37r43@?C{!RCZv6f}5bWzvpqzt_V;ivSVZ>WD z=s9*nKQW5?`|_Crcdzsb7&9~{rJ$WK`0N1RTT0xvVs6*DS4I5#AaUK7&$ckC^M(3T#H3qmL2cN@q&8zr+BV9h>#{?s z*%o?9`jpG`E1s2HHTz&Uby?}IEvRJ{KTox(>7~_X`{)7NKy5kGq@$eiBkYhi1qu`N z+N%X|Ql31P8y&t0)lavfuDcMbk4m^|{SWRy*gbU)H8}T8Pkp||TYtUlr%$(qX!W0o zrIqLzKN*XU&Avvi=JgV-A+FyWMW53RWp^Es? zOYPVDXnv^g#w`qnLe!)O-a{8z5-OQ0^tAP$$N3eitH#8jK!Mr_>W2oRs7Wk3WH?@)tktQ3Wcu;q-x3@n`Bv$ZRMG7E>RP-{+A} zrsF^3{-P`kCf2**tAY6BQ1bO+d}|T0u?$^(L1zol-8BBT9hnV{!`P4b(<^e~@5J&0 z#u?$Ej@_jAhu^_pL z^N$-ZLbbzTXWhg&IlsAU$Sx1f10=umVo!ZA%S&UR+1z+4P*2sN=gvvrOU;=>FQ1A0 zUy*C0{ve+`qX)Pds$b4Saq_}NquWCHvkuC{g&tb0iKm91gi5Hsw?WS~VHaMrZ6glQZT2P5rD5Od zQ?YZmR_al(jjrz7PJi<2tjpKCs~_|gPod5^L9JQa8M>kFoNp`%)X$tD4dncybwhlO z`Y@V%B;qR{&~avTTsVX}OYR$rZ)W}ysF^RBG#~!tgZ~`g3w_8jdV6HZA@)AIu)_xI zvx>DapL`am?uz^CZ=NP?{yXOoUeK?MVV;wrWT1`(kA)ItC}(2at3UU))~M3m@vHje zr`pV?I`yFvc?ut~$0i;7L0QCo)|@7vUnJLF;F?q90%}WbGgJ!9r_dI1H2NsKySonH zOlL9si}U^1`-gaI)v*D(c(6&meu5@!7CqG-axB*@*+@S(kDiwp@NuEqVRHNk;`?qYHaI{pvz+*#Zx}}W452O@ zgOW(78!w2z{>0}`@6qKms9dNyrO?IH6ZCn(_#3%+F#G!*^!(2vIFn$1`wQzh$==8= zv#0hUN34Vf>)K3WYni_WK$YCIqe*jmuy4E;s#S@_h3LE+y5EJJV=GXD%8--FvKH*n zI#)|w+PjrzS?j{yOmklq;Nrxh=R=yfY?RJ?<>dI_y9RA^akz4X=uZ@oDi8nm*$ z`f#ehzFr@sEnAq>+cQ*OZ-5G!9yD=PsD9;~W;Fe^xhDCs9sbk}3cbVh*`Kj1vXp$5 z{uMu>h902SE_q5nO+3D+>89rkc<7P`9{Oaer~a(ab{z0lyNaCgLo(G}ow!>L(_i@!W9o#u<<9z6ukNWQN z*9n|GTyrOP;BTXkP{*im>$kH`{M~CIu{RN#6k_)|u{6w+{?5%?Z&$?59)Y@o^Tj=z z@X17Cj+}GJz{dEQJ)gOAZB_j2Y7gp!H?%$lT=Zmnca_$jTBEj?=Hgs$U0EM}atMl* z(f%6VCqRul!MdCCyn38btXvG`7iS2;yw*oAwWw{0A<)KnbJo|oo8EluqP<_cX}dn; zAn2`&L6`O-i?4=5^?iE3zdr91thp+4&PTqi&NyLb{ri7^kI`Xv#=QyFF}`oE5#Dyjm*0Cb&Ro{`ePi99YG+h$ z{r&p8G{w$HYGNHHf;oNvyt@0_83%HFzpla;*%{xq|LJ4QYY&n!^IOoz&RE{tI=_q= zZ`uGmqs_vM8?O|;mU~>rjpsz1jrlXqGG@I8rr8;*I%b@|xP;gl8*66VdUuoSh8?ud z&jFvYMQo6pqq{dF4{G=Gdex)kzu-sbhb0DY|J>_jw6@Z^Te5ewu8Z!~g!h z@LqPtS5NErGH#Beo7ovp@>}O9%+V2XKx~o!eJ-!@^Mx0!*Uja-;Yb+bhd3dEI3f;+ zEnUOj<_Vloh_0O*@>t$zDy7k{(+a7&-cv$uMuXD1mYiGRO zV~sHjbKiqRAajv$Bn)QVQJLe17 z89O$G@}2LS*CMeqwq~*3%aJ)bApd@T$1B+x4P5`MGgdnyg4kH!8!u|x8RIuw|0ay} zpO5KP!_K%l-Fn@BHixYh=-XOazwg9-{@J~DRJJpGy{*^&`?We0Cf6Lb>N&!?KIH$c zb;j%BhTBRLfBXMGzwmo;V@HVf^MAeO#k1nZsG)!Ujd{;S!jUk<5BcY7Imte6>#AlQJ7d;Xt3PFo?vIVPGtLyWu6Gaf%a}2rG_W&VPX1>;KR1t^ zF=5c3KA$1_xgBh0`Yt!i&ZyeMs-N$-T_*IBGs&u#Q>@j3WSq`V)6-0D^54~{ zn)LGX9$DuV&YZ#!Kg0h4Dmyp5J4Of2gDY!LH>TNIo$1xj!9O1pW=HKWDgR7%tgYHFvJgWLIiO{91vT? z2KoE3tI{v`__JS*;CpkCa3l=zL!1yn91#b^7O_G8e!M{PcHtEnr^hZs?TkssGH$%= zoOQK$Xw_u|>zIp#BVmXi;)Dp|h&Uj&hz;`h>wPrJ&S?3-I=}z!`df4Dj31};{)-xA za}Az^3*2KEaF4ve9)|0Gn9%6VO0l8F?xJ)2;)wb|jDkAU!#50o$_vlpL7BW_zC4*&|h+ z+)S3IKP8E!W}=);jF)Xc$MaMBIEg42E4MdUBm#*424F3hCIdGJ0VV>h%m%2^<1Els z8GRDS8@kAS-y;3(EOPK3a7m~+4gXy#XI-|5S&6laDld!2|F%ttHg``8Y|hMCt11EkeN*lA!o_XuV%^o*es`@li8DE zmTn19cR-DjrwUXdu4d_s?msOBF4{j@?z;k|1Qt{d7~edgE~Wz530P4~PN1Y&qNQp! zAUVK@GV}S(96UArQi}MON*2$bj!TIG@p9s#MLgyMx3~bE01&BNWThoWnyiYEibG=Le!Uopfm-2FHw#a+PnY^Y5jLZhs&9xsczws8}S$nXT zNf~XC;T23@WZ<8jCpQlLr z0;qEi$4lsgSUG<_Mhq4p0 z=hs9@svakeI>v}IPc=UO6xe$wvs48Z`vBOK+mFz50EhPi4qp;De5T-ZnOinp0)PlQ zE>>^R7S<5Sk)SPbSH(I>)8Nw7!O_yp85keq-h$%57Yc^AKvfz7vHa-_6f0g(Rk)_eaN9&Fur5}d(hOO&-z;xg z$3&pe+Y0d{VBk9T%x~}jv*cQWUUvYMJq1K_OPc(g6S|CDDbgi2Nv_%@%7hIu(s;L7 zPQQaHWCM`5kw9^RfGu|i-qoHbZ8rusRulMFK6a}qLPrl1sJzQ4nwyS*cl2Sd~O-~cL7FXnhJ$WGsXg9 zJ)gB*UcnRVn?s?rB~^|bOOYM+$R)UqGIA zGRBJTP{Y(qmn7h><$&Ur-;gH7t3r(d)YW}hvW!1*TrOXTmqVLlq{cw#j;a7Tp9p-g zNwoY_C0aVxg=(e?kU(IIAwavlf#fZShr(qB)G)QuB;S%$$rX_z4qua`-q7RHwMK$8 zS`;g-XIo^Jqam+45Ys>ePh*dgZLke7Q4`sLk2C?+xnUeo)=`AG3vqMLM|95N*-GUQw zfM4(k1ldEsaO4%axo3<#q?htLV3t>%p=+_HKIb-zAf=)4YQeP&$=RuXW_dr5r_^J& zNMf#2SelH7KI~d_vJ@EvT>VSD95GpBD>N>4LB%e9aEG6l*AYS5Q>VCHM-N6_z8 z`m5)^0x<=49mxCnd^X6RC!mkRM(cr=0wF9wUV7RnT@DvWmvP_FG4TC^_)1cIs&uBG zxkT?%xH;nz3t#9PT%m2)dYY%R?~Iahv!dkMpePyHGfFN4;jaO#c1-;!>CQcG0o$8} z&V~j=$;wGl@_IW|1hGIe7Xs&em?|Tk6Xh0=+}Ppto;#wX5wY8%G+m=aw$iYTq#HY=Eyy`SGz*!fj)Hrki(ID=kP^nOOO&!^EuJSexi@P z3KZP7BXyJBx=T8gTcOaVk+&VIr^vkGNiy00|FHI!;ZD*ZjX}uc%Y8>Nrqt;FZt~{nb)M!nUq-mE}ncRmyo;+*wy-8YMqi(0*i;2|33}^^01FuD= z1|RWJYV9vTSa0Ibm*{go0#QD@H(laSCrbLNSh;+Rd~u(gM{M39-b&V^r?15v>(J*k zCYH$Sk;LZ(a(jDpzq&F;4iHagchkF=>7B{37hgg5fgTw(pk2f^Q;3^GtX+Fz=Q*(1 z%N^Kb1SU(r(ZG|tkdq>Sd%FP5#UH)vLA}O0tRrtXrzh(kK>s)bT7xOT*R#>{<%Ir< zTvD%ajI5#eKf&4+wr8)@hBfB+;=r$0(?`_IM<2oZwFY|q1fL0A4V?_M9S2@QtJceq zUwbl#3&7>+DLY{QUnayzG;7d@9wKHr^d|HNx(nJ6V(1i9KzTMG>!ai@6e;g^Mv3=4 zvy3kU9ig8|T0jAos~~iF1x#Y_IpGt%19k{Wpw{DKO}=A(`Jvp%gP$T5_};`C>X_2> zWR;*5sL4EUk@N5TnJcS4hMI%D(`@p+@>?AF)9VRw^CDVo=~Hs#pojVhteF4D^IL8{ zOS~lqe<5bE&33N$5FdZ_E?Tbf`*QYU-S|8UO-gHyxz72^u-~>aP^@tMwL_u!NH@vG zQS{TqN5kCoYaCOF&y<2OvX8NLRHR3yPPuf5k<;`n>GZef>CayHq{}QLO@1wrCYSp{ zgH$F-R!f3>S{N@gR>aAh#j#Rqg;_R2)41Xo)K*WR*`deSKbRi32fjy54}ubI2K{zK zDzpgSu@~@8k*T)F#hN}nBQ-|ab!V@KzD4OXwwRznAul^3c2UqyB|tNlK@NoO#|J<2 zq7GWQllZy;;x2*p-6baf);@XL$DZw7VR*aEE#W9^~$UY3v|g%>5sQ+m@`p>a}X zD1Cb+Ln1nv@3Co-7%9g3 zhm@c%vtzCBtscbF2IjiOoFThrLtiCOSUm@+JDFlQGb2K~HlY-^(Qa?#0L5Il9fap*MpLVCHq|MGI)J`X@-Y$>bY+&3Oy`-~{UE5Nh&B zD1l~RzYWoHB$Yms_<7O>Dx=|0wA9Iv?(F@3B`@CojNedu%GXGjk+)K0SI^_J!OAR+ zchYZ^qYp*jt{1o_y0`g24@k@=Lf27?oS8&Fbe?`H0D6Hj)UYv(RT907jp-8pAWi1P zCd*ZNs^ELj;CLG{{xoaSgfW2kuiXdyp8hOq0e!?$;&d(aO?{wEV6C6ylR3yin^@l_%WqJZ6tRVdVk$P?3!PMN@^nRd!Ccr6|LJ^}9^xK!xa7DLY?4H- z_`-Tx*Wf+{`-ghYoD;xY*c0yK{==!nbg9XnA?S6A%uPQoql-a%yO4hSIsU$xW2aLS z$FT>S0Bz4q_Lj?_K_F*$GpJSR_?M9(eRmOy_(xT2aibPA2i)IioijrWa_EBn?5i)N zNSXEV5;oT?bD%k^vz{K3T9Ai4|M^Fg+@epL_5;+yc}-H}3wiuCzSlBV29z_TKWk9) zSA22?b$3LJBn~0>@mY8hd4E3n8+}acV&rAfG~zN*0)H_}%~vLQDBMeUNuPX{edh`4 z3bwCwo%z2&Z?3bJ>ptcBH@UA7G2JA`iN%OmddCYU>3fHL731E*R;wGtNcrl}#9+Vs z#E><0-o+7r9>Cw|&|w~9Yld8bY9|9akcX4#Fa48c-pp8O%(zQBuxE>mmZklma&Ukq zqBFFJe3qd{Z!#KsoOMtGCP86G9?#X5dlJ;21=PIOP-d=A=YCo@_U&&{p!$Fk#|4T$ zVr9a3&TCJPR+l_c1G4x21ex?P zR^GUC?o>mX7KIw{wn^?^;=agDlT>*R{YMc)a{ge*RQ^}yVul=xhKg-Ey%2fuIdoWU zpfTACHPT|JOnRQ-6S}GFD-!4xW99Gz=z@A1(xQ(CPFnW@k z+;=IHgum{f)(>SL#M*_h4&C5C$uuEeoNs$BISaBxP@s%y>i zn0@T(0cLR@1C?(Wxtn`Aiyz|)v!NuT2mLNOO8P^AmUCc~EYv6o{B}&4D3X|i!*iY$i0y8dQ-hFaDm7P{zYa%v*9 zCcon^^aZ_3KnFuU9TAFulNY?npH-li5{Z*nij6OG-e73R`mjertk|!lkA>1Sf_u;x z=r8Cuexb&MbjXlB^pwu*rEe^QmX+F;$Q~(^`$`v}tn6|$QF2{{a;v#XyqSl6S$Yg= z!DedKR$F4U4%ept8`X~al0S=4qw12^SN{eb?vRAcX1j$WuH6fNv$t`Z;5r$)<9#N;2;D6<#2sUr}*l|V@X$^p}>>CRhnJ#^uB zfm#;$#yemstE%t_elK7HJSx5rn1^jYAU-^fK8e30e1R)?1N{Ty_H?mocL=a%tSt6zikDG&e)ban{Pha*>kL!1QW1e~NG=SK6We0U!oYj4CDzz@oH z=%&plx@ZgD)cL%Pr&`zX($tH*EgQJng#bUTGCn{zeF@YjnL%nD5UiDXJpFMt9@8HV zB!|c97c>MS<^bH5N9cc^08A;}TU%Z8)xCNBbyBSWHEsl`KvnU!b+9hJ3S^~th)%5= zqDNhUx(yD|4fBBk90i7xjYsc+hb-O-Tn$*yI%EuxfSEss=%CplIy50blT(6pJn;Ou z@xT(2LUb?iqVIrL)WcRouvr^EyF;0hKR!e!18G~?Ay~iE0{ZU^#R}IO;{tT55AZrZ z<9NjWNC?o3{ybtoEkv&%b-7MO^hx6L8jsuu&hgU9sXqE?iJ#7V?ysKSfjZ+R^a8y7 zc~eX1Bf5rYXW)8M+l1&13DM?lLv(Q$-t-EzVW&N?@FtAKXXo-zULcREhiDk*P1+7Kce&E9WuB7PwF`9 z>qG83wTvfk=JnEnNxbR1rk_q~9iXd^1ZpK{95w^jy!n86V;je>tVJ7q%LfQzAkcbX zSEoII`IPLgeI__->qvJ!cGyGLw)NDnPd&A9nzw%W(NFE}`D>RRf$9W|@O>NTjJ^Y+ zvKL=03e*GG$tvI=#k_edE|Rl|lWufy(splLG;@%frk8@^;IOCWDdwXYoBXvZZz1=> zuUvuCSbYz)mHB+Z-hF|;e8-xdT7+K!XW23WiW1<9Q^tAdRbZo~J^<&q;-~%#0(3>c zAho#&Y_uBGIM{f0ch2tytp)z{h`-OaCzkl$h~EZ=wNvAKJ3UvmlOBBSs3#f%^R4Wm ze!SIp@huNEmjG7DTd4Eq4bW4^gLFp&t~~{66#V`xVgvN#;7cexfQ>x^N)%1bSX#kJ zJGXV!Y7y?*d8LQWiU+RO#9Q0tgEr)(3=Z)XNDPgaBgG54aRCsINVM zETLn)7Ql%bLOWE-Nw1c7(nH0ZHGjCP7N6#!UD9|W{Dp9{cdj! z8tWu>1fve<|JUubD_tXLyn#f9GbjpffB9<*5~O2Y!A59h%>y|IF-1Ig9hUm zZ*@Nuq8`NC1Y)@16$f1x*+(yrbk!ogp)(ldsh`QaFH(H8$VWe2S|~uxj{>!INU&Dx z$66DA{X0SR5ln9Hk1q!S>2?F=Ozz$2?4&$H^D%*gVlxjzJ*PS;CD0d$13OCbXrLdy?ot6m+be{ z3-5ik`h@@;TqsDZ5tB0}k=rklSAZX_BChR;?_#!4J`n5uZGeaKciSe^ENYsGHU12A zsRQf$fpuD&57->%bs)#L1xi=9H}GM6VV?QVzFNgCNPQy6&%nj9QBQXa0wRdaz`nsQz^bXQJE{X6 z1Tr-y7m(;Vj#{;xi*~r=s=vm#>9*1Cno-e1n;-Dh`oLK_Z<#Fgzj$pUGPWoMhldgnL>58M99(jZ9zw^?*Q+zeGcc9*D7NQ%0 z^yS7cEpI$;jNiX3&pdMgAH{cf8Bnk600OrfDvyOg@9@QkJnXvz*^k_9;iXYCe06yCAT5v0|4iJBCC2A80Oneo zUJ070=KFwj)9cL3?W=7n`0Mg^0lI^^KOr|&c?T?(@gLC7ZDPIwtp5^nQF&smCb2#I zJY)X`>@qG?uOEg!WcQ!Y)ULk(wIvsLj9`5R0w;diTN@8@(GZ~5#tt`qXMrJKb5{>1 zPxYwir$5>TYZUc0qy?~C{H!hWQ~dpDNoXnxQKPamXX=GF`kdifp$2|_5ITo#P^GN| z#>aZcbFCx(tO@E;u!8)#515^@7Xa``mm*0fyMUDwONA8XShP)0N&1a1#6U!U=XvvOF zx~`n7J_hnyCNC622_9Nuqqlx62hGqTf4$Y4+Sw9%A!5j*2y-Y$EU+$8o}RH3IfLIi z<-%8>MY;Bw&wJF3Wct$mtPTF;Uf5kf0MXsr++9Dtx6spg>DLxPS|JUJywSw^F7it> zcEP^sd@ehLUVF$(o5<~}u^a2U@*!~WC(w@|R?MX$*D&1()!o0-mz-i<@Z;w()OGx! zMmwPPb)l(Q;jWEO@aFoy9@^}or@Cz*7Z-(krxm>sc`1OkUeKBx-WAFr?3=v@*QCx~ zbpm#c|KE@j7TFMGq1t>rK$bkiu{q){Y^w|eBN>%E+7qw+1^PfN+ z8xNe8JaQX9UKT){dE$S>(>N%c`b=?CPbf>~kpE83!{?g#YggA`Z8nYE{vOzSZT!C- zzJz~`V@^@buU`k?0-px5}y6DxsPI|F{n=S&{e-NsSW%TFUy{U(> zzUtBlnEOe3Vb-S5&(Li!z8mMA*g@XHSLQOGd<%(5bUGMDj)Jb_Dlstj8xY_p(1u*$ zm<#N^pdsp+@h7bMizE5ZoAtxKevDh0zvr?3zhmn`ugN<|t5?L`b982mp7)^_VGgE? z=z!lHVa~&#K>2|0=LgE(3#yZFuDA0uwGw)ccEH@TK`jx>-`hT6W1!m6&`#7rj_`Z& zul)9bcwzk6ccCk~#{LqY{th~n+x*{=v5s(Fk$0@$3w#|rw!cokK1;upVTm1oEgHt& zVJW&_B|oC$CZrz6Io_m)zl86cAdj#noe$AB?PV`}(p@j-_fXfhp1OOLw{C~}uWQ2q zeUd9k{VxRRFYSYMxetCh4GOfq(4t%k)|UlBH2o)fsW$8f={0W8px>_LqV>nPs?&Nm zy?YuMbWcz1GTKM`ehSds^dkM6qce8Bgg>=zK#Z3}_s{gE*XhUDXOuVqZOAtEJnLO_ z?+K=|8r_(BfG<8+P0hnst}vIdlc8#d?^HR?njHn|y^FqJ z1M9wuya+u_K`1}&unrrrTeFwYbUendC%9`vX!c@j`e;~ifIj;%7>X?DEwiz%t*{$) z>Kie#kJy+{8@myYQ^{|y%R>J)#Zlk6xaf$r^e&U2c$&<9ai6D7t>dlPN7J7@4bV|9 z1GUSUAfV&Hx(4bcEfb;!d#*0@-WfjZL6Hrf+;<=sd2grYje*L5HG6UedMDPt4L%ma zXJhhQN!D#Y{w2cm%eefIlFW$NbqJ9}M9de%za2T{dH*QeU8qz{hLjGk3UlW&G|b zatR5=|17jyyWZ3LJtNN%zZ0*rmgv@Cyqk_Z=&noJdFo^G;)^fA>hyuVackDu75%*! zlh43z)PDTnLM3#{!(8bJOI=|fasfKQo=)mu>!Rgzxas~b9@=rTm%6p^)vJvHwR9c! zKeyS(+EJ_OlUtEhHK0W)L;U8V2f0uGMK4z~mi^WZNB!Li3bbRcn!cF(MD5(Q!drK3 zI@VJsPxRFq(8f7KxmKMT7P=lvltkz)erIo$$$pnQaQhtn61AunK6!JnlMb|TQ3-a{ z`xD%>2z!~rqdatIFE73P*;kjx1gcMDu-aPc;VSk>_;90x(9N=+sZXz2e>pv7I6gjy zee@-A?Ror)Jkc0`wZmWM6N66Vt+aLI4+EMj=)z8hyX(=*9{OEgAD!+4r5b(xfN#`B zA9C?r_R0A5_OLw#3pvgO+8{UT9{FxGF;IX{$ z9&5T}8a>V$XdcM3T@ZKlAG?fm=R@5&ojvL#s4r@GLBZj#o6iQTJ$BuwoP)nj9ZnrX zEEH6O`1>`!QLqpG)RkVpJvqD@JzfQBRB7r*QN}AkpNzk{GUv6&=y8(C+iAowpZCdQ zxegPj^%>w8*q&zvDoHPPoDE%80qEJ4)W^eHv>anNL$_!$!oqeB&RzKmb^;QI`F`s*H zLG-lS>4VTCWG6X@8ajsgUBz~tsxod7V&*HI4~MyI~y%39QjMa18ikI+Vt^F62w$;4c@6zT*17FdtYsO-A}9E2-M}=!<#&r{U&~J zKL@rbM&2yRTJmWwg#B~U3y~LBxw$lmc+G~N3&N{nQPihlD20iyb&o@|HL-r3u^twrHY49L_WsIHw%B8Ta_p|;c3NX#2mSqK zSKU<2SzB@6U|&V(JhyqN{|rxU|Itgg7xmMk!vnR~>|iJsp%GadqSlNbiBCS@)14Sz z#kg7*yO3j!rgGmGTQ$2yFMo|(ahW|NlKppjQB$aH-Gi^BIO|sOO*)iv=~f>4!!r*} zVGs4KiLb^-2Ws)7!POYym8bcCtS3YtA`#R$-RSCe%d35{d!AmMvNWB*DDbJ5An5Wv!N*(&*uR4DEQ3i z&gAe`#7b>1H6?nhdu*Ua4a847(I*g_(}|Hi3#pNO_Zvko7Qh;Jp$|Z(Bj^Exk@3qtwLy`_U`^l-5O+H4>9^7e#ij_l}EmfBZ| zevLd|g|!@nKdyPj{nI=Dg&HNLTv?-Q;UT~Z{&y(Cjn6=T?+xOd2s5w-L=Y>>cVn(i zS;PJDVE$+3?+D9ph#*#$@5Z%vHpUZ^<=jmEHX{+1-w{EqEZ>c?)@6;CVU{t%fJ6*N z{u$(9i&a^pZm$2Vi}x!V{5xG=XF@BH$1+Yh^Zj>YEiF*i z*zED|?KiAYSz~!W%Qz9}^zZfZd2C}?`Tu)c?I>2(=(+okbw#g8By04W{>;XxJl>*T z){M6X-?;yWZ)DAQDU8?gMAqpyhdApwE$h~I4}LeuGwa4H`O?OS4$r#zUMgPJNI7KD z&kmolMy!xba*i2^u;d;@5G%`fqjPv(&_Tt=EFD>Ura&83j@AcW1W@EJR{NL2@_*~H;CFoRtmV9LjtxTwBR+@&B8WX=hgc(4NG5YN zBN0d#B8ZjcyRqQ3jWKYEWvst{ZvRU*hJV^WJ2(F$8>6R-#h!oF>B43xj%r(C%#7}l zNCXm&gdu|wALQ@rYkSPb_;k`Tt~KXdA(_~~jQmxHx$!oJ(~p+9{pVv6p`NR|r$5L1 zJH4vJLX()!axHswvP1s6eoMC77;C#)=JHqF`)r~fm$&>+80&u@GkUL$aczR-y#Gyy z8XIg3=kF}XJ8+%9cP;-dHb%*MmUI96TmzwDsL{`2=fBSN81V7aPx|t|FxF8JD+J0P zCmZ9yKFjZaJ;!jiF+Ruq@jvtqN5YW7h!67j=Tevb(VP_)Up8}oBocxA`*Gcgk>A}c zZb7`@;85&vBG-`ncV zL1>D$TKp+%Y~L(fS>t>@%X}lzFKfmuK>l(6AM?-tFdHL0*B?HgCHDDv&&D{@D(md+ zRj{n_!p~x#f4_EBuuIcZmbE*{T+K+<*?cJd_`E;*aR$lo95yF)g{%*d?sO}E=NMn?IpTg#94@r@3a@xqzkznkkJ?$7MYWf|)v zW0{diBm(*OV}HA9W4wN5S&yt4@5*x<p4>M$Z3g z8PA9Ha6kmHN9+)5#0vS(@o<#;Nom|q`r`@dM?8{047kdJJUm7ZL@Ala=sS!|k@}s1 zZF&OVSi{@jdDQ%S;Ek(+cHDUbya#wkV?HY(X5bh#p8}m4$=j@fDHH@IKYRm^z5{zN z7Hmkbp@yuR&!g|a3eKM}WbqB&teY2@OHN?a$nSZgWo04W2wn_$nk|sx+Q4($@m6l& z;MSvns0Q&?%&LhJ{>&t!Ztw^@@Q55g0^2VPgo5)P{=g&Y<$0{V0TATwKwo)Gz1d*i zG&>2n0dLrJ;8Fc&rgXUrbn0tfAo}l9r7%#Ohkl825V(x@g?O2m^SI=P-Xz90P8P2> z1DEBExWEjK90YO%B=8lGvO)XPg83$bd5pbF3&rLG-2i~4u0Js@2t;Im?eyPl(_drtWL80+-XuQPb zi<5w-W_ep2Xu>RDSWwAytOsfI~EfR;CFy1j)v ziR=DulJeF-T2px=>kgopi-DyA9oh)oXem&dw>@KI!7FGi_5*{R8Y@4$#>!lWSUFKA zR+2b>?;^7}0v$>Lj!_o)tSfIx{c%g0n2sb#?5=n@I~sZ$C?@RJL8|~wPDLj}8UU+W zFu;%v!woqYWQc>iA^!8tas^TB=K|bvD%2?EKG1Io$a)GT>d z0gu`TM124d3SzMzFh&=k56^*vUnvM=HY!yX%uAN$+Y+T){sbwzF*xJnv?beIdMIowp_T$F_m@fs0ug63M(;E=rdlPN#|g zv{Z@Om@F@NWAxs)aWXlFAwzyL$r>Ps-|)S1;Xtz{0;3)Xl-V12FaB2#xaRUi;A%kD zT5iaYe9*QuA!j+9CdQYh%ltXa^IV#&Y?~}6c+>J+;MzX3%@R5cADUy9>){C0JP&~3 ze5r%&xYo)js3U+7WrGspCNR_zlkr>ZZU*wyvUsX=u8}PHvnNRHyTn|CN%Gy}&CDBt zSsomNnu{UC5 zs+oBmX0BX6k$Ag(Ge+EU0lfy|RMpiaABpd#{^VnzJr>HU>a687AT}4qrpwDrs6nPD z$-P&{CHhL7bboJ_!pyNlfLRtlH)KFZs7ru9cFF_9@DPyWH8Jwc8UN}E^$zgFXsC-E z4ndg{nI^NkrpU(I$K`olvy3G6y+VMm1Ctw6ow?ZKTY_(S0MnTa6mJ{w=wx80WGG~=ntWG>xCl&=h|WN0 zAH@L^GD~@=v!>^V_F)katigZ!@g?$E{v*JdSr-djY#_Q`39 zo=z06e#fQJ$T+EV655M-hU~--?=bIbJ9*nW@sMp0)H8i!&dGb+T(K>WYdD?_SoB;QiEMgl)OGZTN#X_Bs)z&(G5CJTtxe8+Uzy*f>*tZN@I#UfEA zaRR1T?z2f;YZ%h0C-5-d2wvnh^cly1p>fWn#ZWo?3@jXoX~#{#o{v!P&QcG7*|u#A zRGl@+g`fRGoG%B`8-RaY05a%nmnIM9B+4vTD4>`_iR-+vehGFMi*Drd>crK=13t;rE8vO6 zZvfZNfIbMyu_C{*9_0U7tjRuP+C`HzhRP*!aEj#lK0&IChEl6atUMV*?V^57E@zf` zh0Jo{wISUT40%6+9)~*6H7!m$XERBC?D2XEaLz%|GI|(r@~~)0WIc251~Pq;{w5b| z(hB+n{}>qpgl{b{#QoHP{n0>@xpw3eljQ6eFE(4uvYh%@>NqwhAC#bOOlt!*3h?j* zVC|Pin#6t$6elrIqfpD*10`&IK3xX)1cC>Jn`8YHvE7m+16st%C?7-GGtMAtO-cN3 z%Q2Hoon?|mL`wr8faBWJ?*aW=+7`GzePi3!(5!T%FJvzJsELh_rs@i-v9C8H(#t0k8bpZaZN2#AfGsAmG3vtvjX3&gf)mdpJ>w ze>*Ox{h;kCPQTFvn_}MvK*(Rsi3(UJjdcSlB)OgbASBe~{Eu0I9n zZzj|z@j#7#xK7-cgcj*wqO8wpmI=Vyi?E*Uh_S}R$Lb+a9Ps&h0=Z*0F#cua#0@c0 zg&cXe4D=_ZpjiNBUc-idk3O+p4Qd*3_#2Q+3pL)Spcu(HG)4|Gm!r@IBwb6F`_#&E z-s#e&eX4xC1!R=IXeg9ilMVn)9cYq%z{BqgR2z+;AggSWG1=(_$T@-Z7frvCN69f~ z>2coIg#zJStbEC3Nad2$tT=Q`JB8j`(A)7MwevmsvMh91olO!?yw8~i9R|HY7_=zO zqM^2NgTmlIs=N-N*Q6fKN7rKuIfuT-xf`{(3p5P9$#vw#l_QCXpXv2B)7u|}BIXAm zzN}v{JMwx}pz_2^utNLb%rUHc$|Q2@1bmUbkRLXxLq3kg_V?+TvX4)b{LmsMLGyG! z5=t8zlQcTbK4lL+!Wv{E`eVU9!_tw{0=lI=b+lKMpq>Fcl4LvLnTv!+EkX>Uk!>T zVqrjs7&-0$WS`p7^$|2l&!S}`R1!zOLJg4}It+eGdI6;QBe}^6`|{gxYLD-`Xz@XA zLp8LXW9`VZ_qfLKaxvmt8>)c@F|wEc-9jpp%bIa+-`v=?$e)xfb%8TqX~CYVGn9Z; zfGigxms4jaVcVib@mq8aAWnK!Vy{)7bwCsW30qYhDK%!eN>7`R^W@pqJd$rqpxg}A=m6OWNiUz zC$T+cJuvyCRJjtKD2Je;>_xr$cnG?hme7}=fAQ zDn`79LW2`|5h{mP&>EIz@0$@Tm#$L(-jN5EvbMpjX&?5BJ!8a^c;6j}jK((MtOq{e zyq7!y-N#MVVGs6Qf?eNZk6Gl7bf^xuy-AaSt&=5Nu6P+nO$^&^l3$7ar$6IMtmiJ) zIxjU~Wi)gkkA3;AU0l( zdBw{2^p>sa8d91%IQA8~ZK59?MUT)I-N;XQ;!`F5b-cWyzLg_yENMl~vL$Bltyjdy zb$sA)EqXcD_hNVU_3rFxndi^w0;iqo$wC6~M>m)O4~9ydc<)H_vrt&5i_{$^Q3 zpVo!`Z9@~2gtJ}_U!fr)PJ8kBCbvl{eosy+L;pZM4Th?xB>wk2KYdy;_S;EuhOC8NS8*BQ$)F+;NIIL&-i@^_daIEN6U9+ zYGfLeUN`xhbr_9(7tFNO52yjqqZoU&(DKANy_YL?bz*%kZ%&iavy!DT``DU4Lmgux zACkMg$a}fDw^O5sN$kkk?dd^Y(g!_ZuXe4BAs4#gi?yJOVo(1Ac_Zc&J+wk=F+No$ zLK!#8B~Glb8q(MYnz`vv4^?MxL~Iqu4}I~+9p|_&Lmh8~-<0YEtqA+uf%FW&LjU4! zLNEIHkyld0Atq7Avd&Z5#>#$2_S3Ad({S!Lv?lh5$v)-TC(#=|tN>*Iwdpi}pCi{f z+FS0QP^XB)K|ZW6G1!-V*w5?(#cF&Mc^xAKVWI!*IA)D`} zOBwcwN4h6U#DrMsaRz(kA zA{h9{e3$Sw951q=!1K2oR7+}9$mH)5+i)Rgp=#5}&0 z+LoM5>{sPJPlxgN;|h8OuD{hpj&7PEoA9R}*w4iin+u@=_F=4iVT|)IT3T(0mKgfm z6T|6uM@CEIDfCmz@N@Pt<5_nTYgMm3dj;+zTxN`N)SlBfpk3UTF4ZTbNvAPM(vbTq zYhOUyOKy2P3mOww?)`Ow8ihV?Dt+80PsSPq<;p~85cz+22lmuE={r^)m&4agl7l)h znO<%K_YY&Oqb2`$^h~Ab`Kpo&o6uL$8=mX}eFap^!|9)*Z$!xgXzY&hsr)?wio1Sq zq9g~jD#5v-@uB8NL3Pub`&pHiu#cJo?I`)DX*TxQP^kU*C|y3$?@r5~28B+F)GM7N zex>52!W*-k$Y++V)1XRhW{B8vp9|SX-a69*is&JRTpbUMP?#YP&$D+s038$eDO zH_ICCi!^7x>-bCxHA|8G>}S~{12`Uf6lZ8s%0;E4WYgnn@B``?qoxxJN;p<)=rg6v^J7{klzbf|QSd*3yst3vttjSY1ZV z+?x<153W+@b3j8xZr(VBJv;lGHTeBAs7Y?Ir+q>#UGppVt~RDg1@=Raxfc}6Id$j> zrjn06UgIBD?AgiFx5=lo{P-jWswHvX^gg{Dl!MovB+4H8^}*aDSxnA8V8Yk7Ky$eR znl`?#qYihW&e=N=yTtL?DB^?uvwIBP_s}qMgd$2cl<<2PjzZ7(vOKeV{&d!LI0&D4=s2$y?!Oql-KW_XlpW&v1pStP23cOJo z`1s78?z$qIw=RHI;F(K^PQM$Xy{hmCemfq6?+IkY2}l9b2MESD2cRWD4hnP&RiEGx z9XtX!>>3~iMu?s~8=}Lm0^>mX02K%TRW;3 zZ%=jLc-FuXfFAf?>8drFxac$B`S!diyNxICpg~@Gu91%}P4Lr{n*kcz5So!2L3-9c zSj$a?`rvM`_VWnQ3P6K4mID&of=B+D_e^Li7H#y^v333R<3oR4uqQzCIs|GVY_xb> zu=-~PYeHGxY7Fcsy*ZR6-Jpf(2mArZLEQ(ueHn;IS0Fu|76a@0h2QxcIu|(C%n&X5 zGC(_T1I{`rSo2iCc0fcb05Pv~9(!E^E&#k}ED-byJnCPX@wOZa0`?NDhx3K#p2i{i ztSyi_uIB@+ATPR?_62(22R#5X9_T^Qu|SAgnsQ{y1-vZhV1v1edI7k;LRe&#Sa$s)EF-J|{N#%g9mqG{R z9B?(a@<5@g0D~IiqW2fOYMB|pUxB@*?eJ3fPEcT&0@V}-G_VJ6N8Jo%K>`qibYKyD zdINz9Sq_Cx82S%`vSbPHD&Q$Kfu&sG_c3dLY-|NGz+?Y)ffb(t;&r1$u>N#EShse> zW)rX($K_ZLJZuAx|MS_0&nvs}yF{*mFXsL+NR!?N=}_QB`v-&oe}zuw8Zds=C(k3+ z?iN%7XMkv6>(kh$7*LD_wSu($>R?^}eTeP{wpbinG-95was&S?0(5~jx2_hVnb_mY zWmnCd16=rmr+&Qeqdoxv8uBhs_g4(o1FwU%_&i`^Tu;AXFCa2afG^|#%2EF*5UD$S zuIUbS4YV4w+_mgGAc85LdLq_KJ&OZrTkEgR^#V1u4iNWCLHcn>u)6*TMC1ricc3@T zfFgAR4wVB~#%}!e?V4`dw4<{=I?Nls-+Ji4Ii9-L%1a-7_0~xfpr?S^XR{M9Io}|i z)FfC<`LWqXU>U@XpFL1N#@G)0!vZhQ1^vPggPb(??=I>V>ZYyzJ+$*cFYOZOt9_t` z*aua@T3{Tvi1~il`Nj#Lnb>yzrV!me6B?vYU`8(382_2O38)%ysJ(~1^eHx)ljNtv z1_$WK_ko&s55AF?W3Xj!VrX9*=EmBd$M;5ZZYsXl5ctdzb30vErM+%S>!{%-M}5!R zr>lJP01o1%pRGN$HE#$n)67qcg$JtZOlWB&L_ZJ2Z%3lj7~&3S%@EeXuOe`;Ccr)g z2<~ntJy#Q-#rCg`c<9HRUV3p9Fq*Nx8oj_@cU2DrRvD!8Zv^YXdc*P_AQ%{Uxs)_3H1Ay5O~wj@<-BP+d=TaP`rSqXTpSv2y<+*Ct2xBd5k;>s3Di zrLF_ih`)Wy05i%@j>SiMyn?D@a(Ash&`CpG+%#n~Z?Z4pp`{N2hZ*dvFA@UO)G9Tc+eMoY*lR_L-ZCMx_0R69Nqjd3>Bt(vz!ZZu`*WyG$U|M*VL$w3AM11-c_Hpvb%h7?T%P)*led0e>8D+> zU*>{f?Qf0GH6hOtQ;FHhwcp6E#Qe5e*Vhjjj)& zzqm=BrrxasQrNF%s19ZAJb_mg0NV8WdtkG+1F*G2apYfYzo(3oR`Yk#gZ-TK zNo_YR=M6PQLmzFo%U{=c1gqTya@O4ty#zGs0JX6`{x*ZL8*+^i-$4!Vfm}@Pser$v z20H18{4UyWwJWqzK$TP7)#Z+dzI*MZ=Y#$9x3PiR4_dCOz)S0lAxCbf?%)TTQ;GAG z5Up+oVt0TVg#W#+0t|AclTO*^qDLCLX-G>Cjau%lb6otj`-&i)M-AFWu4#{rdSavX zMSuiR*AY{38LLo+i8s-ZsQw;t4VeE13VcmVOTi`dWLIetQ0OkY=+35=@>O&YUL`ABqhYuoh2?0wY6* zn*~@q;x9TcewgT`H7ryo9|HB+e(0#kKL^6;Yp5-a*8*KbKkE_9zjufh6JX{oh>81w z`T?6n1VQn!1h^cqyNKn`82n7E&jfxB>~6pyAalf&C%%43S=SoOo%!VW5y&cf^yB(V z(Cy(vsH+l!wHS5n?VAu4j;Tw&Dn)FxXhrYD_fvI%MzfansR8-PDRUY^PjVX?j-P=N zj`!7OtNk@$Wq`W(0W!Cn{DcoRC&f{&c9Va$V~Ysjm%l*A zG7m`VWGG~Y(f|2k7uKOUd0=^CN4?YEMW;S?)qFGE^l$@rtrO@0jhmMaeiNXsHq=+&Wm|J=L?(K8@j=Gy;5&pOk*xrm#eK8Kbu+J86*0?jUSo*!^ zoO^^G&IFy-_@03p(||q({a1!SpMgE|k7nIMp~Z87CI=sx-V8V|xnomZ@+wfzL9Fj~ zbiU{YMBRh`J98cS)q2=|1jl^C1_@To^&XIE{K!3qel(5io&Y+TfnAb;g+>FR-2{Aj zHrE@&+P(p1e}|lS0VpoV&fN!0l=c2LB2=f4Gh?_$=oLpT_P|M_^SSDVcW(NX80c}{ zQ@=sm^`*YQj$am_4#k7DRsg*Sz20}&#iHwM<`&4>+`S zCa=$>FP;d+2-GMgfua_12BuxsQ>y}{AM!3(ca{UzJry58=b3x3C31sx?YMz_vm6S9 z`M`yz1N)qWjqd@+z7KT!E_5C@p%J+P&C5CTPX{6$Oa3`XKhC**Irn34H+|m)So1M= z9dgcHC%SoP?_FMMH!Dy}0ey{}LeKVqoKqU8I=SXEK3ag7O>W5=wSj7*J++p#_*BeY zhq2fA7VoZ$-g#?d`jGm|$ZH(?85{P(&hOE&6Z2d!4WGv^M&TF5{X%sz>%6Wfd9-3@ zXkdD3yTNXHI-9%x_}mSOKzIF8o7}uUP=ELotSiYSr&-^o_)=GVswZ)|D3F-*3DsEE z=u=nxye-gc^xH_DIynT`_9{2M_#3%?mZ!eh9;gW?f_2*hYAf@)St3-=)sce> zr2){>I>5QB5X*MhxeU6kq;@T%uULQ$Sc9_6$3nqk^ui~Jv!%paWL0V^I!_p{L4yOX`nQLcH6Ty+RahTYg>J-;ocUd{r-8^)Sl#=p#P&@x@i~^nx6Ja~H7RwfH5vtS;M4t*u=&*LF9059oBDGFm>yU6(%g)Zli3+LfL@ zIu}0YL0^hr%w3AV;3v*}{?0l?GLJcN@37$mu746e4ijII?7{q@ zalA>7T#bIF9b5Ql&7hp{{eo>jur9B# z1HY%?(}~#UWd^a6Ox%7YPjK!_^q=uERP#KBUg0+L`<;BiF#-5|Q*6GiC;bpLrsrnt ze~!G3j=q_pdWhpDp=UwHY8*vQ!_L!K6AOLJFHi^E?BJp2*)JZs@2yTVef9F>04>o! zNV}B}R)am>H|Va`&@*@00u?5{6$LE%TxB5QP1y%fM{L$O>E&n68Zp>aH}3)(-p51N zefH87JBjUCL3)6iShyhbs*ayk#wW-boxZXcqoxf>qbBX6mxzEKZz+4j>#jQBlbc=` z>8^*iL!rceZ0L1g?Q$$gJO4(l^~dJ;$Qf+Cka_1v+B2um&}neyTWYjXzna?q>DIX3fZ} zHSwi#oKuS5uWV9@HU709G2JCD(RIpM z)}D1+7fmiZ!0)?>(c>MU{OqcCyqvV?WH&7cZA0Da?)u(v*IoU*)eYK)ug`*YZWMH# zrHM=Yca;~h6-XXM8v8;SUUgRQm#&)sw1?XC_SPmX{IqvakQSn^?M7W( zb&h@a(-3_^|9OF0+zS8kWE{uCtQ|d$%_974u9NyTchT01uDMQm=yfO? zE)VzDZkL1f488V#`pm`Hr^HG8nEg#@q#0xNP2&DTH2V?y!ie?IPz8q=y`&? zLoFwfL2o-%2m@3v^2h$tloIEp}xc)7>>ktfwAjFTbk?)I|7;T^{s+Ra&r^tYxsR;L*k+zw5_b? zW&9==*WFL8D7A=~L-)ey^KvrBpkJ;b(qIO(#)ih{6%QW}bO{0Q!%R2hIZ1gI%px2>p+jHI5 z%6iPSd)R(+5mwC*7fgey`25t7xsVms;)8Cdk8LWfKk-O)U579rz zM)tak$;lI$JN7BtnOxNreeCJKsTCF)u3MQ<$B+wL5~(wXsLh-3fpBO^r_g(jqCZ>> ztp?H%aYDM2Pp{&OKbxRGJn5$A4sf6Jj+YjH=cAd~{Iu|Se{FLzNVDf*e=rpaMdEcP zdpdjeH1DweO+L$Fe;0a)!?(Ey!5m7pZ>Nt2cTlgcU9`}_Ub_AVH{D&zT{lAKWBuG6 zdJpzq&;9h`GwxYcr8nBb^|^0RlfA&4&%^-ZKIOA=cKZJ!tYZm$hP?2oNqencx+8mD zsG-|C>kS`wz32=5&~0yR(E(bNt=^j1)L)C03epREp9wfFtFM+0X5wt|?H%c65 zU&z?GOA=2N{-o8bn@T>7#}~<+4USOTiMfIJOv)1K{&f11q0ag$7nDczG%uFZuOIc) z&S_p+CEi!><_%KsC+ua2-BDa;&@B9aAoucmkUJVtv*iaj-rc#XS`4yZ=7>L~_?;>{<+4U%AA6(m3`V?C-A6<$e^` z+85hPpVoKO78{^s+T{W5wzuwY-GSKS-R{!pHJpvu8QzZ}9(g@^GoP zu4*0#)fV@a@|ryLR0VJK^nq4&iod?M3e=zSLM`=}`xI;F09N10}fQZEIBjHkNZDfSZLOf>>F;8&AgC z8i5xq<3 zkiQRkSRY_(d*Q2wpuvU))=?sk99?_NF;0Yb8xgZChxH5 zmo?)x^|Cciy~w)ptnszUfB0I~=(lg6tubpv)~)Z|P~x^n){Qre^;oep>+IJRzwupU z(a#Q_u|}+rOmdDHiLm4zL=Y>>cf-`!)_9dLCd>RmoNbM4$FgodC5ZDQE?H;qH?FqE z&fosf&oY1H|JlN^k*%@qSk~FXtk|M(*4g4(S6ky*kY&6u)^sr9gE%09*dunxe_!*$ z_}s8)*6hE}`+7-R<3r+Tjt$37 zVaPw%_d-isBl@l7x(?4iD51ems<3*V%$t()Qm(RVTd4BmhVQ34z|YKCKet3@8b%$ zwl(@&XRW=n)wDJ8`B-!mbhJn85NqWB)@6B9Tf=nLa$Y#ch9QFyAH)F>#2&FjtPv|D zlewCa2qX*<#LDvB*iXJ%5MvqZ@1Oe}d4Hz)pPjqDldVy(o5h}g)oE%jTjPhCmKZam zdn6Kpgd<_dV8jRc`}$V0wKb}Iu#9WX`Bq3KHZUW9)#3MYw#J#lmbv}sW2R-ZHEau7 z#`|}AX(d}DZ*|MH?9s^%`S1EYwzf6AXIifPSKV{vv^6T)S^g)C^}mnVzc_XOfaSdZ zO@~8yZHyG4qVXUJd zR!EpJ)+lTI_G!fb?>Sy(XdSX!&WS+pa3l;FjQAjbe=ghU*E`R*__CSvBay5bcOf-# z%y`SVCmAzq$1X&z3@B+C+m5lV5i2AU+nJFFiwzM$tSsM+-Xm;{)jP7Thnh!^9`N{& z_~*LeNEk90@j)CALF^Gb#2T?eGSS71L|Ak}1hKMwH(HdjH6C5E_)`SOg(G3eV8jP; zKm@Tz>=0|j3d!VLGZJAL0};f^^4(~{o+ROqJxL_TMIhlw7%~{~K^zc4>=8S}8nHq$ zIp2&#SjIsFv9f$OY|7di_n-f7KL6x?StF#wA3o2R;Yb)V81X?I5JBt_JH#5XLNd9I z8Huo54-v%5^4&O0tv%W<>+F3jg#6gf;t%0mHw+n!_#h65AohqIVvSfKndo6gA}snK zf>>F;8*X;C#)<5f{CAS$%t#~>frKMr$Y8_=aX&9D3&e-`n>&DwkkJR+f9w|%g zSC;#cPu^Sf^I<#(L=bz#4zWh8kWAvnj6_)C2NA@|^4)kl#MX#hIPOnsl;3$IzdbOT z)xZ|^d`_2dyzMh^ZGw!eW0vy|Owt4>YIhzvp8>RQ74V-Z%cJ4nK`X%bx=1=Op-I3p za`HA%KWI_fLVt35w;{XN0+WLx<@iBEsskI@3;fQi6!6Jfyt%h>v{+S%md(|Hz1ahY zXv`a_fiL*-2!2u^(5q=c+jd6F(Br&uId_U2s2K+&04Ud)Xqn?4El+C$fvpHs73jmz z2EcECQD^{G?(xuPHbZK5BUA)(%$&v*r@;NL~#`qkU z2?OGJgLs@Qs1+}bD#uIb;c-&2V61$C%EcVan>^nGF}u!Nd_92FFG-aMXi@BTCIfX( zlENnwq{NuxJpLaq8Bn9NpB^WE_2T3j5Nw;wSf~(y;`EG_JdL33xQspOL4g1SYBKP@ z0S$oP0Y`bzmACe;PmrIg$IFe9ak9B-ti&%h%ST|Hs}38o9tcHgXhT{7yI#X*QJ@ur zADU%-X|sH0ZC(I_nUTvRKU@YP6U*cJyMfiLgr;U8kH^p9&BH*(9s&b<(Ha;5aLKWq zfQ0gQv$knc{B(*u?2#-3b|*^1Z$Lob0s(mqd=W^S`#0cTH-O9nx7uZfI$}?Zd=Fe_ z^eP~Ln|ZTyr&viX9xIPNnkB~vv!p&ZOAROjc5gAueQdrpM~2kL?#+9oi(l(BDfTT< zvNwtspH{KbsfC%hzZ$X?T9J$4h8*Vex6OtO+zU0vRzvCof9MCb$qQg96Miwv&&$m~ z49!w>nps{!{}9qAMPAw_NT=6vGWd3^+-@H$JGuVPr-8DZ;SImMnReGRv!p{8;d&Q% zEa%?=+I9-~u3hdp8IvFQ6}}xa+u+UNyutT-u9x4CYCuv?1An{U6sQJod(RP>ENg%p z+?^OF{l~`2jGa)w^di#ZIGhzoG}1=pZsI1aQj4S2^DXeCBw zNGISW2Z2Pc1X@z8KQsZrH47%D%8kj%QfF79wEiVQ4h=Xi=NPX(Z+iE=Z^+W)Kw*e8 zAI7-L+UNWY=m^lb%u2k87}#K?hd?{ft#V!Hik2nGs|j)9!&}G&NZ6|-CfNyWB^~IQ zZIDUU%`i#5!zO9_4p>+<=x@3*J`j=g@#*rmWt!ZZMqHmt66YTirS?@IjZoU``pqOq z>j2e%93zpb%;^}=S$r>PBXGvmKxcuCNj$L8s0=x>K0|Us!Eg_F_`4NQa8zKP_?u~I zDiHqTGUrSzZxS|36Ch0ss}fJmdF#A`S>D%##sjExC!m0jY)!H-H&g?_dTIeV$$d0k zKJ>))>(XTQvQ$aQnj?1-pvv{IkQSxAQ;;n8xP*~tE3xTv$;(I0R-xOH~ zG_f{xCU1aRJ3aya<)1E@HOU<}%lj^1py}mI$97YUJ{g5!{VT~0TQ#rF;%=$66NV{#BGOIIZ)j!OTR&* zB)GfloVXJt?plGy-3bnjyE`=QPAau4?zlTN?u|4K_o?pt=Z^l)cTOL2f2>iVs`lD* zO<#+8-wl+iF%aLLR;lJ=m2du5xn=_T2%N475YK}=srqPVd=O~SQy`GR_)K>ol~41= z0PzIwTEHslo?2uQHlKs9-2w_|)8ogdzy#6F{AQ_=m%7ySS7<+KrARuUbfs8(g$)Vv zXm*_JOo)-g9i!#CB~nTZhpK|7UFU^fA~SIJ$G6F`z#ZQp`vd$Z3Ew+{?gkBpmZwjW ze5;xuK09Lso+xn!uC*N4q`W#`Hb%YBkKlq^$>Bc#Chqt_{T_e^*liqUyPNKmM9sCt$zj5IWh`A z9|V-NeT0mv4Ftai{?Z&Mdk?4>{D}>o{5^^oC`Vs08+cpi&=d)JpCC7HN6VRsJWU(4Uk9 zB1>Mn{lp^eUO*%9g*eP>NV=-nKo>kR%u<+ zDi(T~LYb|y7`W;OAbv~t;5RP~8LBR8h@t}X(EvYsKCI#CyUM@qvYRyl|)LxK6d-3%mf22VntY?1SG zsU5%4hhe)Ftm8VgTVB=`mcqMO(*uia*<+EGJD{vO zWRar$eVJVJTN!+SKIiOj5m0wQN3zf?)i%&m?T03X{%b9A*Z&M8wGzIA+}nWO`FBs1 zz?!Mj4!?U0&BZSlQ)DJ|Yjrln%iC1wj;aG!4T3hW2-E>@%#!1tS$@Tb-EKp-!rxt9 zp&w$RUKU$?0!4)~#sj|}cHS)Ee73$|giNP5S~?X7G&U{(O-*$u+#;woJ5EBS^V}@o zrz5AYS?V~WXLn=`G|R(*Ksd(&37iQub_s)ZH0loppDPf-?q*ru%PfYsSw29AQi$)h zWvzbu%+l@#_skw4zu<#Ys{m`agNosGxK#KUE=O`RXB~Xd!z>wxLFY2rEJuLS)_NW; z^MQ+I22y)GBXIR%W?9DfF0?jFfD>@bEC>*%aANf+Q-Yjbusez zK$L98*S=pRPqmE@yL3R4A3z%el-%tFR7mJ1xh#It3yA$ z^uBXGLS00x9w3(|RZEb@)bWhhfy$=0$W(g49rJ)qPmhqh^n%M4@o#+dBJV$r0D_qS ztr0bTYiT}XjIRJCNp&a;8dBF<1KaNjJTsVh91ZlGy!LuA`5$|Syd$SyNs(BnlPtH0 zk=xJ~ezS_hFTl1RQOlr1^8!-at{b#mt)N^2T6+qA=*nJUC~=?i4!Ack`&RTOn_{6s z2#A#-KxRil)ibpq{n0u4RqE=aqrhE>kN4DtN5uHkjKF>?)AP0kZtg`4OiPun=r<4b z!Jql!7%$pDq0=i)ay5*UKjs|3rCwMb9qF@UTW^o7P{m_z_an%Efy zOnDsl=v{?;+X7$j2E^D6DiJ#ZB52@7B*~ePP*Y`y zm;Li&#I#VlPGjHe-6F(vSitCAWkL@jFe;Kv?VpD@5|Ub*M_o!@6SQT576B7 zp$1f-o-gF@{7|?&ZksAQ>0i#hN|AB9p_wS1B0twpmfLF*#nL!lmbHzMCS9ZC{W7Z@ zcxuQ*YGaq>76~d(pN#Ai=o3zD#`YVa1YH~}zemu+cBU6t0Ia+Xv=5b`amBWEh!IEp zYkqrZY`lQ24~~#&lZdf7*zkC&Od~!jvtPQNIaMwbA5-tLcYTvAvya7zj9@>13>ZK0 zJ%0>)1^oI@S@tz0=-KIok5+)@s2=@hJBuVbQ&;_6`IV zcW<=3gDT+ZT<8d5$mu5Hq%mh4ta&ni=*HU4;Uhbm5{Kla%j~h%AX{P{_PEG(nf}uA zWRj#`5ih?~h!y|iQQ}eDD(yQ#OZO}LK74T+@micUh6Lh&1MsKZmNRdVpQl$OFB!3T-wtUN(qcjn{4=yBH8EB%kH;GdTL+kvd|PYr+?)9sOStss%|i35;{Fa?%M7I{S4!(Gd+MGK1seX z6ZhwdrS7rRtlRYUugRaap&N97Vu@UG#yJ^U<7jEs5jxq@oHMaEX}QfTvsQ90#~8QS zEK85l$6YYXBJ!|}66Gs3YtUZS!@fB1r&O8xf-@5Ohwk*}Bb}1uLe^Mu?&avSO7XX&A>P<`V{!H^-=TRUKkdKH zSztK(pmoIBh*V;Py3e^(p)AmfLYZl|JXvZRiSkk7uuy zUydK4Hy}rJV&0^dP~Tljl$O(id#$%(?DF>S+qG zMQj^&>4P*?p3+aQ$YmfZ#>! zZ>e7gmvVn%(Q6y~c6xRP_7nEd3*{w-_8w1x>L^9_vY*Hunjq~T$4Yt5n?I7vyAsDI zGeLC-m6jL#nz*OXXwmCjrp~+}SH|)ApVTPtCwQpabLdg{x%Gv*KtAF<^%;~I36o5J zLQ4;S295#Tp=1+aIlw*M1NZpW3hEMm3O)%)L@cm_iw%KQ@$>p8{OmmwFo^LdfMdr3 z=LI$$kO&ljpW6GHflM9&z5{eCVhGm*`)J=6coFc0;Xp(Rb_G(=oS)lQVSXST1^8)s z>j$A)@vN^_G(oG;3aCLDpne1S?kwQ1z&F;61)NGxC)NM_$mc9|9E@qRC z%ntM$8P-4x;8Gn(2J@d|4C3!zKp5)Q0Y=H+;boxBDaOzEivV9Q%$kZKcX37wH|;sV zU8kM&)MLZEb!`q`Ex$cLbr%q`_9nfNAGrpE>M0-?J+|`X?_Ys;tOgb_4XDE)AOInu zT7u8MF9TM>sKVcySMcOipg2!A0^_O>sCTag>s}~F;!l`#FmRy+MsLfdpavV#*hL~VzB0qB|~-TJ$H5FY2Qzq`si+#03CHT zNOOJ*))Nnb%q%x)TxDQhi=nVc#vZqUDLnv+eHU2DRbU+Fpo1CHRikFRYP0@8IBt9E zuTaWdYUigb(g*6PD?z&CT(G_y5TdVv%Cs<<)bAnGFu*73USb}gNc}1T;{eJLQy$1@ zTo=tW!4+7km(C3JR*#$B+NP2Z5HvqE6${jcJAyPC|6e&TM7Q9-Z}26n7x0oO<^xhu zv@|ee{5}UUH9ohCmI5MoWrZ70VD`{%SG}}aJ73)h{YdXy!J53uqMZ!Fp!>>wfy8wOV#DX18iuOtDo-`1c(QlVbI*7b6ER>kWw~h`W<|g7B*m!(KpfDwPA}~4SbwO8+%;>Hy!=S#% z4kVfXzE9$F+e+Q3ECb`wPO?vK%Jw?8oNNE!-ndWoAviwh+IJ zdUd<$ip9Nj>1_{HAk7_*ix|_S61VUd8+eRe#=)L)V>IwzGdBP6^TXe}w2o zZ<99LZ_=C0`Mm_RNBGJoVR9s;G^gB`Du8GK&`$fMD5O#cbh_6 zg*|svfC4HvIm3>;@Dq7}xITg}-l`I+@h%=ZHQZC{_VCu#mv{pA?LggeJVfVyF=_XG z#B^4ml<3+9m0w8gv}FymSkr4@Q~}sE=@GCne6IX=pu8WU==eQU^Yh-TYtU<)B|noF z9Qb@=b|AJnp?=`C5!dFU4y}I!of7%t-9@N(BFT+Ap(9y?te2hjz$IsOt_1|Hy@&2O z;jL{K`svex!5Y5>ssex3j%=yqh;2`ST``a4HM#5=&^LT+*-5B~s4X83Vb3TR{r5(}m^_Ur|Gl+rm$TJe%41P|nxxu>P zf#=~Z@Dk}n0}7@iTt?_0R24JL2qVq(vOwg zwA**!;2FGi&mZ2p^_aKb&Jd(w#Z6k2_epn8Eu>&lBz zT?~!zW~@ zSJ@a3f!0P`SAVr(0-f_b<-|K+*L++=*MoJx)*AWboKnzb!CW-=tnPzT~`nT zmx*UPYEnG$yor0J@c#1O$Zr>c=BH5iy^+Tg`V1h3Sv#XQjYGWV*=+9H9AHUK94fX`Mk z??v?P&)jFoGquS5KEzoHx=Xo3ED?XDBX~M{IJ7AzfEojteYlVQb{nwiRY3eF_lDvC zS&?_iIcjVavH}myza83#dBEKVV(;!i@5!5uxktaLE?TUmt5(b7t_^OHzlVG2)rLN* z5B>Gq>>y3K8LY14?oylRO~?bSu7)@tFeEucK8LrmIXue{TNI+i zv};Ga^a7NDjvs;CXQ841LIG>@x&g5kH&J`)JnHz7_w*j!ian)YF@L=v-=9 z0&w-|4?T2oUN0?R3D8t}F8Au>7IK3xdDM2_>Ft>tpJ~sq>j*p?f0%|W^YG~_<)BN* z?V*Fo@jtKi(9Kmnb=EjPjffA?+&Q3_m`{Irg?&pp;IDp1{j#FE}xiZ$D)(OMBtYbqj7 zW3Fw6ti0Z@k1ZKtj0D@b2erd*^cl>t`3n21bHMvq$GJ#kC#HN@@7hh|iwu2q$rorq z{vftqKtb^U2s5$Z{(-#8zt1vH2y>jf&YYj1Rr(06)Eo5j9H{<7VDGoEJ#*iS#edDL z=LmkoT)W<4N3IvXQ=0FrzCa8oK_w7Q4D5k2XA3byzVsUc^$P22eG)zLo#?Z`&r`@{ zQS3F3G8eY7U%|Rq`y=#qzlfLCU+Sd?Z~5r)WItVBBY?aO1>uzt-8hPUreV^Q^(OVD zXKs7gq`w2}@AZb7T7(*gzqYMQtzPFsyt`_)F}?dTV%yK1dHW4)w~ZBNPXHp)l)BzH){d1Yc-KPH3Eu7)ejg`Cy|< zbvHNu z#`ZdUT^F4=(N)tO^3b@l&}lUF)P07R76}W`-B+O>#5V8A!+mn2qXy)#4){Pf&K?+( zSm#gVqqqqLD)L%!v4c481m^9OJdPeN)^?=@s-fcJi!8&T_GxQuEhu_dM zc`ggpb~EUuTDa(?O+fOOyXuMy?pmq1w@!)k)u^CA?es20JAb7w4B#w=eZm;xHU1d= z<#G1&j|C!9}4bWUULSVK0#@nswD)!@iP!F={CEccJ{-FH~cRKN}^=mgCqDosGd~4RYgv znbd83_WlhI?H=T*U4Hk}rWe@Dy${qI&iK%H_E-3x8GF48!Uu@&5%{<5_507zBl(jv zd(l5&)9Ed3R2gkm^0e1&^*ZUdx;-^8kB1)n$rEZ$Pj#8>sXwvTthggszjF@ZM_h(q z<;)>FxvC5~rz$>P9U1Y5;PSjWKrd9nR{O|VS+R9Hs3yp({l@WcWcHYdua1R61$ox- z{^vk^#haS%2E|UZAbqkwL_a9DM#qDgCr;=A@xM#-9G|-2<89CdKDetA^{FIzml{)q zT732eeshoW2KE`|^W+WU{L~?Oro+SoulB_JEA+Q^BY9vM_xpwY*XZ6_j+pljq2^z3 z(TU%Q&L2zEcnJQY}zuN^x~|OdKkoLK8-v|OkJDHUK&4~yCqb^ zVm$OBv?U)V_~|=*w?B0|YCy1_X=u`C=*64Z+Q^#M5d&qe(5v2LpM>tqV7L0bmzkbq zKYE$pu8qDW_uO#q%sD_$-HLC0Z9zX*-%Iydy>xDIU-b+Q)~7?E`)t8}Z!PCD#8?mF zekOalj?bY$CKtFf%CeVi`VRWn_v}gbwAD?^+v~#8T{N($tHuxV)Q-)4wL^@b#*kY* zWBqh#_aJSxfF3E4bDz%i8)K>e#MqEu*pJR(ulOr;Bk1}Tb5CbZ=e@)XaW;A@v9Xq( z7eDE=5MP}K-4A-V?Gu(ZcGUx)-L(nl$G*&#%|IIps>A2p2( z)x87A74GcMS(i%{?p2!omm}vEyhb~^=;l=}`sEArweZkB&As*6RQ8VOBHLDzrnct{ z89DvPEfvWTsp#?~=MmHS_ac0#&jj*EU-V3#Sl_>gF3jt!?RvZG6wbl!vG1=?GDz1G zuWc@|4<;_VD*YP0;oi3NSS_eo_2~iVUxErlrIQVM;Pk}63O~K>9i%-fn{+t(I!=#v zHUm9aA>x>LKFn)4K05q6wdo1xm)QLlwtDrRTAtHgFJXgaIoXeL4!!#-^eh^n&pg>wh<<->g1(Bq)m6?Y@riN7e{J@YjqY%k!JhYz1Ly=l`qn-Ad%E_S z00R6Euz**!N*R;qjk5d`D8aDorHrkfe?nrce}frRD`gxUV4Kg%XY2p=c_6UEqC6qu ze}gJKC}c@-#S+}Zf!`f~#EHu1G>p7qG|<8n3mU~im{w5{>S);9~d zpvUz;?TTFc7-=KlLF8K&Ym+Z+=JQVvG&q0S>2D6cW@?>w^BF*@KYmTS`5G4{-j1i; zd~V)I2BJQW%dddU& zuC+hy^u6(?Qbz7(f6n)}ygdh9^m&_hy14udU4*2aE=Ci(r=o51g<;cy3_pewLl`v~ z4vc?qa~Hc(#;){fr_)}q?Tz&dZF2qhGL3y@Z`_+~o8zCY<lr^T&zno+b;IVnd6>_R z@vmck?=5>{_*dI^2l72Xh7;qTtsytQJ;u+rhSOYYW$a_DXUu1WF$OaH7)}gf)MPj? z@-XZe|60DmtYuNSO}_vAd+{&rje6s4GW_q~Ge5C6?l`BdzQ>-nH-4LJlTld9f4;Uu z_w9{M)oilN=ejV)K!zW~iSf_os&(Don0Ch|!#}^)`L4aOBcDx} z${HBLu(SPb`0R$dqK_@ctgL4rV?AR&BaAVS;m7#r_Z%E;Z_FufTWcP!w`1JqepbeM z+kF|ru(SPbxFu0jd)U5vn}1sw>uv8dgkfj<+t{?l-Y8nlCg+dIwJhG=IM&p5ubRl@ z!1(v_MnMT{L{r78~xy0V+v}-8e{rg($1=$+_3qwmFxF0)-!&5-m-7(jnXS@^PXnDw4Hm=LwjRM zQ`_7Q%$A2Lyw%l}!I(?-6ASxXs4 z2b+9pXV1$}@)()_v-~r0hP{!o^`AbEU4Gn`s*-Pg|H`*%GGD`drHtqWHvRm#Y!zed zjpmLvy_`liDzuOzF=i27`aoNt$mrn2h|0idCCTCr0 zk#_4I{@&i$6P|YST_a~)>zZ~sE!Nf}{hD_2y~BVh?bqBp_}DDg)20#=mO;d*kQd zrx*tqU(Ori1uaUWNM29y^jr&19_HUm9~lyt-6~xg0ws0_axl;;wL9}<*sf;T0Cb_1 zCr|8z4rS61APiH?QgXFfo*BTy`APTF%usVw2bRrG_4fm>s0kFKI#35QR4B(=a$QHW z-10KZvElp-e7RX3MFQ!)3xxcGS(Xgr3HLn3G;({26w3n?a2k-SBFQqiOoG%u3>5%$ zBoh`#$%MctX+1GYMni3~u_6>FZ6d{-0hs?;;ETYl`mxSKr;_FD(nQ%>GC{5^kC%c^ zV&&d~7`bvZTBfFtmiH5)#M~fCP85uSN+D7rFGfniW08^!Eyl1UtMuk6v~PhdzUJrm zu3do(0Y$MN0rY1Iu;13Pk{^AKDFSVWXQcR@=c%njq4w(xf0UrmZHQf$q6hE(@4UBEWdElj|c(V6Geh$xlMgy(tHUKEq zSe{HeH9|fgNRs>|6D4d(yd?e>E4%wfOXoXQ39A9c$8@LES4OKE*qzjOt z8&81*-Uq&yE>iL)TSd1a-%4azW0k{?ZApz%-}?7E#Ip}^3#bWRqht+BGcQnY01 z93`uVL`ovMTK$fD1Q=2(C$PkKKqtNcNr#ptwTdA*nn95OHOkbIsZt48?z)f^X`PfT z=lqhS_OW=md?Z%3L$xw#TC^n3kCG`(BBfq_t8^}G$gMuaBK9v293wAKsY?}rbpiDY zE|w}ep>wF!52y{aKqICmOU$Z7S<^9IJfTHd_DhWPJ{T=sZbZols9*eE8nXDUMM8iQ zX8`&)wHWX!#$BK)rOWcd5h;=>Fa?_@N$v{?z*OR8j_&Cu4n``Pe4}SJLt#G0cw*>7TFFo=MysC0j6W04k!%c9+VLE zpqNk~R9Aor{bWv-rYjO;a;YfkZZf3zCSa5%;5KgP*aMp}Ujk6NNFZ&6fV34xml2;V zQVn{J+`Us}9FVet(2R_ahh}AFiu4|qEEDS|h-o_T`XkUM08gCz(2$xUKv%9%{v=L9%2KqjId5WyP2@L3bl62~kC|kzH%f!*KQsi*7tlb_Z4T-U$URG%aHA=xV zP!IW_M<9+De+TCL2)N_}Y6q~+&99Q>$vCJ(+9%4PC2=yjUbM`o9yP%4ZeiQbK&qZ) zA|C)(jz0tiPJfHIFqbQ1+|?AR^Gk|+f?B0>t3;XV9WC3S+ZjNOES(XE=`tX|UO`{oAu0~FGGUV%cLq1Yx$3__v z1#I&KlvI7)qs4jy$};LpEO~rEpjArI%h*v5e4q#F^Bvj*>RF46hE!}1tOx5YBz4L72)Seic1lgHPu{jsvbazKo^-$u`eKLaP{-gG5gn|u zbB7`8n?kAe-Xcz?fzOjqx5Ze*bOHbV9m*T>fAjWGbpgXP&jK>}EJgMM+su`aEb*-S zQBPo}R_ZkQw;9*f+lsGlr$!tE9=z8g6wo{Eqj+-oTBeI8BjIfx%U1GbnG z>aPMx@_k>lTqQn>&cOGObJcw4^aj%__A^Vi5oRen-7Nco=MLQiRM%>jd#8cXjy22c zLD13AGd=-s+iZeavH+3Y1pIa*)GrH?py8v>+*mvU7$wl)e#BQ6=KCBj?q9;iC!1Mn z0Q>ZzUkwMMJ8U&`K&5i)J&@4v;S!zMELU@xD4+_9sp&u zJ+Xe|1*k-FKwDG_imairGOKvBEc|51RPt@MW6&I#fJiHO0w3wxAVN;JBmV}Yn~6}~ zt$>0ET9m^;diQ07UZ4{6GHs#%b2Uppbl(>k|JmxaAZJeMNWvUWjZ_gP3nA)Gfq9sU+x8pra^J7?^S<`mo!{@^MQHHNz^g%b>0Tiadb2 z9DS6YZ6^@q-4m%Gg=r@1DJbZ3;BI6xsf>7IUFb}Ipg|lAnVvM ziqGusk}JQ^7f~y_bcBY5m~r=|zwb-TjKjwC{jacB*3(ck@ZA=DQsq8*y#us1+25zg zH>ixBHA_je6etC}uzLsk1YpI-(6?f{HD#cXA;G*CI-iMn*yb!#?E*^p?Qmr;amZ-Vqgo`!yBdy14=mms;SM@lDq_9Eo{t!G%%Dtu%T`C=@P zY+k$12U@)u{gLba@rCz)V5cn9SZdiU^7J(H7K6@qwn5L-nQa4AkINyko8(~&) zBPO;d05d0-)WmL%FDw;J;zI6@YRUj*#n{Unwu=)d6VQZ zG*8ne$4cgFQL>jkqxGX9ZD&BANxh!Cj5uxuof&oE4*4sAUSY)@>grpo{6Wm`&kE%c zu`;SV`HGxY72EZ03B`mHw!^#-3O)Hp;Rdn3S|fJ?+5+E%eN_5nk&tdlGG1ck#a;F) zJ6LaWgoF)-#-be5M17)0&2*)XagU?@pijf+FRa0z@VgpUiFNAY+)GgWc1V%<{RuK`WR&dQ zZpaGq_7QsE`X9+ZH=u4KW*751@;NmpBYPkEpbGSG1*l)euxE+|sw}8c&Q3^`iumd^ z`&9AFmMR0FpsR!YA3o6=ABvPC>7b-+NiR>0*s}?`IdXmVNzesTt47a-YGpOOI(1{s z5vWTn)FjSTc2FN2uxn8ZaT-p4%WH59`=1o3XpzegpI*v$B9N^_t8wq+x=>Is28_ao9gb(xx)QSRu z=r5FBYaq2B{neR|k8XpaCjpwL-?=ZfC8ZpFBGjCXNlGZfj zSatUL>?Q5+xdUA}gX(3-ea0w8E%I5LHRRN>oQ(*SMw};&>y<3GiX}c(UgU`Xfck?n;ro4N~NEEB5Q7lcYZ9CoUtRBqwKu1)o6M zy3vr(NrsdhW5|&(dMnP-`jBhZ6Q4f&42dUyea2UwlXKeQCu8qI=VD2ac21G90a?y$ z{OioKWHspV=qI1oVL#fKqy{}EuIgIkQ-7$t788R_Qza8rPeb>r`a8WbIk7wjH3e( zx0XOWfOI5Q1J+lnw>HbwTkG?a?!7m7QtL_JUe5#c@%0cbJQ~;z(2GmJKyn2GGv?>` zTY!yx13qyc_{l?lnm&!6@(;ZLOdGh+jjmnwW@UFB*xg&FzxC0dXZZr<^wF77{@Nxk zNc%a4Xn|89suh4+DU>9h(2XoGX)v&{uR)>OoqLxBqWXJApkm*AHP_hy-Lr@%<{st= z$LoT$DYOv9H$bhD&!h`NOu7ol+m;w$NB2y6ECWw=hNw z7=EHY7^nsJsN@Ol!=)fC)Fnh0JPpx#19%$mS(EN92~3oq$yWuM(Q*S%UEU4U0^M$y z2i*8`i2lsa>3acvKl%uok1RlX3j>iT0%WKlFp&a0p|%iE4BpGc&+7;9Q~Sau=u#MN zKG?x6REHPz)7x+T_3)5DJ;_>}9|UXYOP<=yoF30j`XV!MjvT;BvjXQ&56tC@Nyh=H z%K6QtvuguGtIm8CfWbRJ>w&B;#er-T1-^s~bAZu2?c=WPD|zYR6mQ+U$yc-61!@Z* zL|>spxPPA~)wTrw4Ll-gGIj!bQg;gL8_v)6L!h)l#;LQ>*)PCK`0N5YSi$&>zY}y zth)hvUXl}==EYC>dmy@=I?zM?8++;Mvpy=H19j|{VBOv*M2)i{>gf-S3358MBPQnZ z#9-o~cqDp^3)OTnKwYdr)pmE)`oQywPV~}%az5HN%17Hf`Kj~_)cO^JwFz_*)7FJ( ze<1$3mzcC}b|4rdkvZY7r{}K7%#(Y8T#ft**j}HmTIH0hhIaDO&Ck8HijR-hKjWhn zp#`eAFi?kO57xO~gLSnvMB{+;Y`|}WIsm@_`g8v#y88+x0rM4SzJfJebkaf>&DhUP zPfz#IvGu&Q;B#NCem?-}1@!r=N%NM)SAEgXD0Bfd<#%3J_XQ@44{yQN7qCl#ok)XS=87>g}U?)K~95@YXl){B-i%VC~V=r1^;DUHF6HiLQg7 zFTuaO`T-YN0G#v!arHV>BR@k+Bd$7rx0|k3PYr_l;z%c7jXmk7RpSHH>r9Zo5}tb8 z0zXJKsUvcX!|$uIX0ts{#U|b!X9S+}8QPS0CUqUeQ;JQ_db60T=3%~EiTJ}8f1NuZ zL~pQ;R}-N;+666-1z0Dx+kcXra0bdGMj;?KI}(BU#6TT{Ppok6s)gpb==e8j4GUTrNiTG;gsz=|t>Aszwnw_Um zZ=B|<*5>|d?i;Ar#|3NIImA|Kh?+`4fdl1H#8Hz5J~Qb(V)FsEaVrhfi2O8$yyUzM zh*+|>t|7K}-1pP99|P4Vi%BctU*$XF2TES7MxH4~Jmo+Zd~GnceZjvsm%t_t9$Ib! zlmLCbHD-~o?tB-d#e19d6MnVvH)6O5@M5698>xo}fcUjSXA8gZ#PNGjFR;G)W_0%q zojt^_??PjB4H(#2?iUX&i2=0jII;4Q9Qr#@CPvf?AWV;ei!pbltI$>98*9iJYsgO~ zbp6{*=9>;R%3^2To8YP+fL}!!KHBc2zg8_3qQih+kEzM`M{vJ&`0Jri4T*quhkJbw z2ZqSMlegh#Yl&Cvw&k{qR(kBJ&pNuR^KTyNk?f`2+WKm?egWE{O|UM3La9wY;J0J2 z{bqDTjjy~LnC>QGbP4%0jGECGKlEn)hAuk!fQ#lV?WXPXdT7(S-g^2Mf0ePpI_@!b z1lVC$WGMw)aMdOBfbTbtB}W{jM_2`2$v9{YLdnbS#07e=L4jxA2kwSX7vlRf(dT@0 zF%KC&A%BBK^ck-^Xpv4%>Nd|+Yd`hS%16C*TyI+g`Wh3}!7 z_bc`%=9b_aqwtGY*m^&?=^b=c8}P|~3(*TcG6P>I!FNj#htn8)?SLb`2cm~=#@vAoj$Ge(u((ebu2a46c??amRPyxr-mCgum` z2ZX&}59&w9-r58BaFr&1$-EAkEy!G(wH-s|JK~~mO>UZZ6VxbSkmN0g;$gCnMm!1B z4Lzt&{h0d-R94)t7W3xJ2i*tj4gScwu;b{H=$CjXiv6N$04t>T8%FF5q5qpz5V$xw zU?cJ!c>tx{4c4{aN4I_n)Y%hFT5c(^j2xR9K;4CIM<8bt`p0tgfHjG`6|83uaK=ra zk%2keF?VovXg+|*M$o6;0VcbR{B{v&W2rxgZ|uJje@Z@v&ymx%?EZ@yq4qi`8kR$S z0sK=Y_tvTXf%(&KK0r6;_5zz+4{Zvt+Ho_1#1901i{6f4_rs1{hpsxryQr7RRWm@j zm7REUJL#n^^r3wl2I?fBwCTo}bW;%Z5|TA+(8jEO+C!;Aj~q3+0Q zOgT^OH`-H=LqS({TCgt0*NdWu%4M-hckYFJHF_ftYYp&ct*-b6Yi>#m6~dMs%K?A> z+)-;AJ=HbbLzidtRLd(5joIX_javq5kuZ~B*XWp;U}OOO}TK7qQiuSo+MQ19`%BKYhB>{E@ni^BgL@zHXb z>A9FcH}UKD6i6<4WF&h2Jq(!mNY>mJT>|soi|nR)>~GLRx17E8C3AcZ_SDWm_rJ{c z(qE%}bbX&7En1cSkT^NcHC3lVX@dV12Z}snHF{hM{2x31F%EcgKlV$0K-kHyMGP1AuR_%`DZK7S?{sJsWXBb}iwVXw9h{RN(fE-9LQ;6Ze-gj_Kkh%_>F zy+r;)Ctb?))=b!G3*&Mnbc9`};s^1>_aEqdRsL00s6ol3W?k%eMqn7 ze%++$EbJAJm~>gRNkgxibO1fjoSftz`i!k5>Aem@MR*TNI4C3zZ1>Rj#8{o#{(5{h z{W{kkAI9F)phl7xhm$Kh-(p`(EqhP=6rwKgnoeyTO7Cc*H+|xvNj*Jv%LXX_fUGwi z?Wd1^3(>nn$ianKKeo+7eD}s@5?O1P4eYO1P?zRn6MVSY0O%S5peJ&NYUvOB=oxYN z8&oOiy)QaRXF(rO?7TeetsSROE7?Qlufd*^Scq^_XjO7c;&JLP`pU!JI`k)M zus!DjmB`yw=tC+}JIexdXFoWXe7XT2&ApPG5sCkvVjcLvYJBXo6>5@0(E0q@Ta%XJ z=dAk}u{tQUy-qvRRTE1=sdm;wU)O*Z1^TC4lYBI^aIk)w4y50U{)@igYexFg^5n{T z)Sf2f$VSiv)x{^PGC%&^s3^67T9*O;n}T0`#b4@&qpzdXYJ4*Q{RQKn6Yipm8_0n# zpW{0Vkt^eNzKj0-H+gD%C~V?x2B>$Q5be3$r1hMjOSsFe6Fir5B1O@R_IAR{IvdxARX`?s;5|!+LsU2Ku>&y zUZ^DgGGjJ+n+4U%6na(Oo5ei)@t=}6UG&#NZW>tKUArvs(1MG-G|MJm^&7~(EtoTl z%Jg81=_T>KX36wbjH)sCF!@A(rN^BQt;BeGq`{m;upC897wv8pHFX_ns;~4n^oh{$nTkle* z4pXZu&!;Ag#U?|E;TIlS(%)0t7WC4oBmH#rkzgIlxx;Mg`^aqMxn|HOx#Amv}&MYIM>~?|W)9JNEe5JoQy)s68rpY3}d-dSO+F zK7MV|Gn47Vh{K>y>``-5Q}Ffb_(SGG_#ywE_Y-s+>Bu)mvl3$3OpUfe8a1pc+#O=$AP|GskJ>*-}nDsWLCN}zu+HO=C zD4y~|6P20Xz;+*ULv{MF=jVW-T)4!CM$Qe%oH_Z-Z?&+yek9GId*^b_N(#ub`IRtCi2I?$6nD+w|8N}C8 z^uMkaaaEd{pA*~AyEb8uaP|a!{!Xah9&(6%>n9}3p&8goSi)|>CTqyW$@S1>&Z#%Gn|Qq zy2NRo-R!k^Z_YB#9_Z;8^lGF2KJ9f-|1LT%v$N*T>7fu8S_* z>!}@}1Q`pRQ7m*W>6rIeIc)e0>e!Pet>1+GW*_!2W1wlBK+le?CUGy>Mvk=*cjUeL z^dDzdQMcz{3v||GJblGz^417^4PQM?+^j6&sxzQQ=~mH8D~cph=(T%$C{Y@aFDjthl2FhThx)h})SY!*^pBY?ni(3UqO0l0IKLY0 z;;$!aK;1l-T$q==m(4cR!BNxE3AwK&@?If#^&df=Bu^}JCSP|(XCr!OjwQ}|@g=mO zoWuO&?yn2?1#6B>_$vNcAHP^coKCeTZc5TO@waW?{%d-2!CPDXWKVaGdpUCkJ)b=! z6h7h9w~A|tCt~VX`n_80%N!qKTVi3vIb@>ev>YIxZYK|vbJdd;H?7x_eVLcH4t?jN z)v-a%O98s|WsoK>4beTbOqv8W%0cvy4_kOQXD`=~xvQZgNBpobv^cqmuNW7tv%*yy z7IfDR)F`hwFFm%`hy9DcCRGm7h({s1obQ_#VKZcyf=|q1REVcPJ;YhlGWOc|Wz&#< zLydA@9gW35O$Am^6F7gZ@ZM$nP8f0wWcV?h7{d6^<$P7v(J&VMYgtN`b2Nr5wtfEJ-{Vk8 zN8{x1AD4Aa7Dr=fY1=&WS>unb`$8E{b@JfF5+$9 z!nB+3U;#%XrAOM$C-}{`)wcN@@R>XeJI24xL$|&-7-QZ{PBZ^^EQmk!O1t$8cXTu^ zO-;M`3L;;RzvLr#hcSdFO zJ>rIgadnvOyYtag7~{W}w=`FGn~PR#SqWX^$~)yiU9>pres&-ih9y1#KS+NAzx zdhmPeU`#w?`|f|g{spX|RW{oiP9wjSk#=jz^1FlK7-N&qj(Pue?plED+uZ#3--~(e zVB|@*eJ|}~y!FJv7`xLp=RdQ3Ms%P1wC%e2tSyW&km1L0V*InYCjQ}IWWH*f>z`lS z@P&hM``CYX?Q=Uv<46XZ?bqA#CPNr@w!e)Hha8MaXD9KQmG$gntY^$;gfRv({22dS z-s!|{$>BD6^KiW#<2LuRGS=Jf%Mga0?Qf&}IR|5TXWMsg^KUC-z3qL5Fzjr98yjLA zjH&r--}y1Q%HMV{mWA2osfkPujDIiR-4q97W*yr#f0yh10SDt+vQ2-&T>tr;4bNcD z*0wqSGZ`va9E?>TZ1-{EKL6}qyJH=UgN1DO`uA%+v%|q?z0-D|zpr(}5Paq2L_Q1q ze{9pdzk~7dnC<<)U*q4;!I*sb&(Dy1J|m1Vkm1Mp=WDr>)zO$#!RE_WuHVO4&-n3q zH)eM?>cK!&(X+#;m>$YleMj*hZ^gWcJnp3 z#D}-n`1ec-j9?pHGwZ^vlF~L&3Du_dE9U zXGhrP`*A;)n+}HED4SkRv(~hYq2A9NjLrLPb2~A&FlsXXGoNq$oH~2hc5N8f3}pB* z{`oxpuR9pW2ifLX&-L>eKQ>?S?+(V#U(#;AO3b(U&-s2_wru3AidAiXahi2n8T%M% zv+j239F3Bh($0s6(0?XpO}qIzbM8<*4bL6QP*;8_n|AV5L%xFpZS(nI6DNi+YBC%c zc^Gz#e_aC_)NnMeny36ljpE8r^1XNx<^Ata0!#(A5CL7mfk+ABC+o%HfY$Sqb2n#T z_WV@*PFvs-9W6j)ERyU2L@NlW+s_smI}ixq8DRgwFFK|IEk0{V>}??W?+vL|7^;sJ zR`CUbzHl+{`8`%CIt-X85Yo-#ft3OyowXSF>SnX70KyP=-YiL9%`&1YaHbBxAUg77 z*h@U2nV+K1xoDQlzwm_8K0F=V1S}P3?8upBnaPuD(*uQ_3H)ku8Ga7l6llrNR9OcE z^JD)M={6x*uANDeW9yRSS^`u6@zIhQiV44LQ6je^Db=e0tNvn@pMX7G7#<;g!+-*>0NQs1NM8a}4;f;``$CiyfwtpAC~|zZ z%CDQPGGd5T8n(7dwPL{UffTGmxBHTSUZTf5KwRzsVe)-pkw(BokNE=)04C#JnSU4M zDX+P)4?pj}57g%RRv>O`Bcu(ly-omSiv@o3F;R}!O^}R>;$+E}7`gQzO7cCkO4|{v z`8+VxS-=`Yfz9`V_6D0*t&bjgRx($Jj9)8^yk`{O8?2-GBm@2>m=)eHVn_m&~M9~jc~l_6{17?Qv` zkKDt5G6O})6)6=9MoOmQJc%4=%JveGvV*_JkBAl5+R@OrKqrH)<2-rtZJkJ&TsczG zqw75U{Rc3Wh^{=P)+JJAv;^W(D^kj|kCL}9BIWlnkrJ6bQWkDuy`8Oc?5pvASbNLp zsIo0=H@HjV7Qx*cZ(vT`2@-d!N^qxfcXx;2?hdK!3Nd21ySuw{pK9(HcieHl^PSVD z^J5N@RPD9bn!XnMeYXUm+X$!xx&eLoz8zYL!3okTL!6Yqa!h`08H4=EIGqL>(w1?gdx~5HHZ~6$hzC!Sq(iwRsah*RYT<7Mj{tj);tj%uqNOKL zqT`#Rq&ZNNKJ$V4r$kB!F_^VWq<9gN^MOq*25z$ms*myqc!MtximywOBrGkI8qiZr zPah}y|A>*NO`)fVKPJ9FKITu05-rXg>lpGC=+&Oy(Ch?7$|(Hm15lOXK<)AY8@vd$ zNkjtl3s7o!KaP=&cde4Qw;>sme!WpW2}tZ^U|RS3Lo2Zq`j?YH!SWdL4M>kOdfU4% zS)6`PmQf!QB>k0m@%S7o<=uEQJpO;hKT16D?_7_0^Y%n?3^}JJKD_|w%aU?H+KNX? z7ki+ihk4U7@SjXjqr^5$k#4|8-|kM5mTME`s|}uC1nP|&(BUkx%G8`dey$pF>8v3Y zZUa;L04xxD3-+GCoNm114aAq2GZ5=jyk-667N9*zNwT$fqP#;_KGryS00mM!zBZkB zoa1iD6(dr5vpzRx-q;Q7_eBHVT8*UChn@(C;z+1bu0k8o0%%Vr;NxqGB}sBg=#=c4 zQy_3P;;a2Ss5BNwN=ah3)D~dG7NB_KxKN;h!Nq|HLDkW@lOg^3}q?VLfl7p!G;Hq-2C4XI-GE0)}0kdG_+>K3-591*gdB zwka}*dCey_Z{M`PH!10B@Y$Cu@f&ww>(z;gGEnT` zJ9B{W{^pw`5xo;6f0pA?`caIO@Qsqp;|$616ByG&YTT1Z+4Ve9W;`J05myt|12x1( zBUVE%gAKkCPb>Y1rEl?)LXGrOYMc^tK&A3fpZ59y2?oA8v@4K9;7J|&0}Y;Mkx@W! zYs3TdB-VRRFr)@KW8+@lB7PC582Tnn z1E>q5fb=c_f(1OY)N9_bU4?q>2Bkq?play4Fp#u#K(Z?nrw4$NO_+LIPV|nEmE_nB zd@lm%m88R;Qh-q&vdFmoK(r$)vNFLUyMS_i0>TyW4VWizwBDss0LInMk|>wA zk$09`h1XJudopnJF+lbMfN6PB4})0iP+-~AsY_>|-vB1w2>W#&7b(rA13g;|)OHhZ zx946f&I2ia2lYUaNO7SLNt^*hZZG*}T#Br8!|!;@{Zb%$FJ~pm<}(S>$2CsE<(N#x zPgk6Wc8j%UZp<6kfdPlJ{>A*<-N%s8Qw&)hYsgh{L_jgCJ-~uGSgGDOf2WeQ_XX^f& zSr&=jX_1sG&>IxwZS3u!KV zJ3;yJI}llC>`PokVAtxaEOHsxUQ2W~kN&76F#R3etNAT_ybyh5M{L^zxVL}2%xN11 z#TtDe`fR}4(Az>&(r;XZ$oL3}o*N-uHb+RVSm^fdM92Z4_@jxVh*>~p=KzzXzs$H2 z80=R1#t0}{PDaR=`_K=iwTNR`ppjnC0WhDs#OdgCQ0^g9fP>yHK`*Kiay2YM9G6AN z@#qM-a3w+v;Gi9fLCIGJiV|S8eV|V11O19SklrghBV;kuEVUb?NDXKXf}wWui%pjF zN0MZG)N$$6h8jNIDji-CN93pGr!0~SJy@n%WYc8e-E)ZzdNpV07FM8#H?&koV;ITmwGLt^op15zGlq^AxK+Nf5d$oq5gFfB<9)0r>=qB*D6|5;3ow_pK zCt@e@A$tD`B*;??wI^69#nuPmA1|0zJwKsGasfFAznATAjO{4+OiSx@#pa|FMG}Az!4l!@f7&(8&~Pdo;aEMq<1+dDH{g zZX)$@7LZ-&tS)sqF8%V7Up7LuV6zQ6KeGTG;1ikg%d-nDvY7mrD~i}5|9{UMDW%Io zA<&Sz)ScWyewjATA{pjE)3%RI;% zDF{VTePXa#gw$o6HG}CHv2lPady%g6HS}?vsp*s2l3!Xz%35rhp&3+5&G9jEWLTPuBK;y05qQc@8)f04-MC^Vp zmm;0%Me}}#VuhY>z*#T&UB?;p4DLVeI_Yn>nMyQcbCutTQWdJ8UNP7~9{+ zM?QbCNH1szc3-4Frf+ZGH(Bb{kCnR61WuzrdXSUcPfmzk4eb#*Cxx{KEQ2a#8}&Te zBJFHrq=%-EoF7;N%7@>e`l9;-&t{BL z4axg?*t2J|NTK}bhdi5Gp-#ir6-V*&eDZi5`WHv2G9DyLE+=wA#w6K&;kX=%ijxxO zqGcYG5a)gZW2Z+H2$#!y%1k-S^KNA_#f04U42p{C4Y(}eNC1P(00s(wjs7oywsi& zCGY5|`{#s?U=uxIAMAur2ehZR>R`6T8pJ$H2|#n91UbTqCn zJ=+j;g>UXcf1%~E75+J>K5>pOr^U}2GG8?a#mg2WNh}Q#B5+Dl$JkGlt)3zUpaT)kho+OW z|J<4+4wvKQ;DKW@`4l;m+&17m6i~~F*>M($A3-gpj#r!o?HOyyYawr)hUV-RHmD56 z3TI8-vqD|RSPrpCk}>qSOq&=Z1I8bdo9xrlvG1$)20QJ5(r__4Vcd9rE^MQOp!=WBX(;x_Or`p?B4j`NMy9U>*;&`9Y{9$T=F{jUXTn9V8jWKfC>WRG|VijZFD z;=yTX37|hJ^dMR?L)q%KgRzTK|ELQuw{sowRRRekpF85OSE(B}o|D@%aMn?fz5jct zU2c+#PGQd^^2rJI59e6xHReNo?)H{mmvyAg`m06{u^94UG-o3p*k^C!3~o%MeCoyC zx_6|Ep|>we{y4Ya)^|}K3mKA^eMy)fdsX%r9oSRfeFp7ocFt@{LK!xY@&BYwV5>3{ zh;eL{p8g{ZxoiwIJ}Y`@M$CUx>MVWX7V^<(C=L^UquwXQNyR77;AV-Gs^sFOS;>RY z=vm*=XK`jXAs2K}6^JonE)V`-W^Ma3p-+5t3UR)ioHp)uvRIZR%Nh1_ZgFvv?I!d; z%b`5Ox7!xr-kkqE=NzyN6e*|Z=kh@pS<8-GQHirG;(0Fd(l#buT&{91_!yeM!SqZq zd~aBUqDPq05sFM=)YK}@Eof+MMKvL<oM9bhU&G$v_nj%6EkI>661o-o^!c1=goP){&55;)SzK+atmm902h_3l%-z68(sHJ7ke|nXqc?bo-`Pb-W2jLM#U7O*hoP3)eN@(O zJ1QyAqdaRKA@TI0mD%%sB6r>zjh|SPBzRGxWN4otMYqPt{#~5EL8a=m+mNOGIb&mA z(-HB3rg8yvlvUZcSLL(Gtg|Nh%awg-VLN)3iOEniB}wOY@#1g@owYS26Mmjd4^o&M z97w&KMW3<0A32zq?SGE5&|=gebaSmA=S{6rqze0#Md)Bl@g!MpJ}xWQF_%(?ETh+q zyU%_*nVfNw`cA#8`;(rBUS}LV%iB3f1pDku?2~rJh!eJ-MK8E>7-s~0FCDRaGoJcF z+{Tf29P$&7)TDEBq1z=F`#mJbKoR?dbGXGDp)%Q$B=kp7xQF=6eP^I}6k(vkH3YoH|~b z418)>H-D}2GX#jXS=+7y?(!5EQ#Rf#3(R9ZkC2Z>1{MWU1stI>kC9&j@{uhaZ)2Ut zO#yntBkbL30OhL+?4u$OqtZYziUH;L z4d@l)R0CcSb`8jEEZ;u}ox!CLZMDp-PkH>k({~>C=DIn}c)K;?0wm-hP>Ms$qvRVP zS!aOlMsU9!K)_u)=!gy;dfM>O1v`1WFOaK0FZ${|-UNNCScraZY|^!tOxmQ9SsmM& zHE*C<&jN#L2K~Vc9)CZwjK|`E9dzT7ch4dI>fsQi;dg^H)6F2g>JXyOpmVr7(WGx) zoAftm7#8<3>xHFeXfB}K0P=PMNb*%4Yk%9Ew<-e%Xy^xIH3T@DKd_`uz(@Yzk^3q< zx_%;9D?*`h&w#20nu?8cS?f9AV3~o6)(h2q?$CEk0%8L6rqLMS8F_ePZ+o*2naVtm zn)UfbGjEfIBIF^k44`9)KoGtG19Ip0Ra`%X``>8|grynKs@lNTdE{Qh{dL*kK<)oJ zNSkL5(Z1zOI)rspnP}Ed&}8hs48;R5K938)sL;nA;8YvpfjlPy<*Nq#k$Eq!0Iaw) zFo2TKxH$3nKJbRcz#AH7b=P+5JaqFxZ~f}vt0$WJYc1aB-3MxvLFvsJ$DGTem(MML zwfh3s0hTeeCr}#x-51Cl`I|R-Iu*d0(OGw7A3BQ*0y4$lA596?9=}87@BvyHlUc1h z%=&=&I=lk94}D9qOu%PsP=dn114nDq$0aUH6T!r0xfJ5(AIfP6239%dEL zXX0d=V@K_m(_IHN_t6AsD{}Ai)A;HEIy-H!?jIAPN1Fk^vG5l4qSyvsi^nblnbT3A z5T%odQ(zjNk3-c!7XR5n8$58+!@QY!=4@a6Qpry<7xvRjqXYDh!oj?WJ4BNQLn)CR zU&Z&|>@sT->smSrssLin`*Nrj0TNQ`5fl;79HbrKs-MQX>-~yeT0XO{=3C>h>uv>U z!&N5TzX*5@Iv>L^axHHlF4(9Awu<*4*3o;NdQcnSFD`TkluHc*4R z1ncfeAzH7MNei4X>Ar4ITmb*PdflvM;8%z7>#&>XA0OX>FYZRnCt7HZvMqH<&DPrd zRagC%=%vO>U)|fzUk?DsNz*P!)6_R<%}}$>2X;CapKsKeoZ?BmF(+3q-Zb0`_zyaN zX^>+QiHR0&>gMmRBd>S@%kj~x&?&T=7@#)>2I(2zR{VXpNk_S`&YfnxdBdzlfx<-) z-xZ&m)&DlJb`m<5II~VA_UD>h^olq1D1Y+C<}A>e^o7dgL!kEg%v*gk0v*Gbvt#== z_}M-nHW$_s2SCUcZ6bdn4>tn+;rG_-@pa!0x^|$9+bknZ^-s(Tw zPscR~)R8-bb(Dum1A(88nTXv^K!5QB>Im|wKe;&QH4vlc(5~F)KG&e9xCksOoETe9 z3@-vgIR`4CDL{nA0zDfMs#f=o+Oo5YmYU|RBZm9x~qh; z+oksaP20j+@q^#^ER>pKgS*Y<=jGU97GsRCLVa}rsQ+gCbs=>XT~}kgp95U9$|@I~ zxCGzDre7!d>E1#?I&&Y?QCrR0G9NIg4nS%90h^tK?dFnK@sj~a6MpW6-<;&{_o>O| zSFT#_wwrnu_0X|jp@9kU(f2$2^+d5?odEoE3V#3Cm7Ks@(&Aqmv42)<|6(LMG6Ml@ z1B|dbKJ7$}>foyO+g){I4rsD~LguSQ&X7PoHO8bniOCb)psQhw?ECoc5ppLv=fHO8 zyoiT2ld(PZpfj=hrY*TF5y}X36(5Cv9R(K6HFvh+qr`7N)-Z4!^kPHtq490hYB;O4 zyPI}S^wh>xef2stLY4Og>f1EbX%BoM1JGJ>Q_m&nntS$%rM@!$iFoW!F8I0&y{?1W z0e=kM?yt=fp+V!#^gZi9rA1v_oQdyMvBAE9aI)U<%x`jY{GS}Rs1~&zn|}bx`4gC3 zno>|plmu=M9YE_MKwW{XPNt7?#80B%5R(t6nKy{5N7Rtp==CysI0>{Fd)JM|=8fp3 z29mE>r-ikzy+j|tHCLX}Lm+?hb5CL<0yyM!^plqPuRZ3aRU7!|l~MuPG+l@uq@U?H zh_&#Yg0JXhK0--DOs{@Iej&flWQ@fxptK;yEAw{?{n+MmP^T1!l7TtT%M+$=@#$$l z=~MWQ1J~4J&aK9{>Zxw-x_yO*PMQG>xwN+y-{`MlTSN5n67r)jb3e>|$r%ejkQ2DC z<4fY{CVs>Eo^HV(=RwtjA7{$|T?a8E-^tJKvH!DBbweNHP6O#ZhOc7tmRSSzgC#^q zk^jfxH*G!xO$0XEpc?&WQs-gaF>i&S(yzQxzJbd(SMt?1OGFXRX zq;_Y;kB0yaMHj0g>5p0KOkyF1-}9oI$^Ec1@iw6`Id&rygxs@CKYXbzbSG89Gzq^N zo7+n>Kz;CIwVy8e!vr-Dd6-^!uRFQ{w%UC(P){V|Flb@8)-M$L3U8hTEexrV%_e%J}tjksm0M<^~_&@B+>yX~Q&X^M_(L$^^nOzRe6J-M)Dhqik4LRWoq4w!vL zD62Yn>4@w8x*xj2tuM@4Z5X{(BGh|dpq;=s_TVFV%L9Qe3q;+CIpv4Cg}uu(Y_$`g zDVxDlkCgM&EH^!MZV_KCQ4)G7V*XYK=yLFjk}<#H)kb0D%J(NCX4X247%F}RyPd$d z$tURsvev%%a~PB;z{}myb(IGA1ar4XC(8YfaGmoEFRccZM%}O8`ZL;J%hCV$-2_b+ zknrX}(~IGIU4UVz)@vRYITA~;9HC|9GFm8M^{CYD~4D0xO1+*jB>;Zne zc?@gB-tV#5SM0s-PiI|I#8a0R_0lu+a5cicwCxpt&9KL$Ip`q^oTC;MCobABXJ4o! zLRbUW_UGpb*kD*oD23`k=}-wel2X9@4=}g&td0Avz&~!{Z%?pUc6724d!J{oc$ggc zh`7^y_!#T%MqHEza@-s^a?d#I8H=3_<_OJ!`)>Rd$oj73PzTI}R$?r<5})1pn7F9^z|@xyNd6hWxYwP-O7S4BA`^^dna}< zKA+WF1dRakF?J9(!Co%{pcY8)ttDsssQXBNeO@h4eW^Wv^bFBW)u3%-4||(l@$Nmd zW@K+=Vvl%*-#5~$bo*jfzn^BUM;z=p=c>D(xoO5%?)o{imoDk&tIbXY>Y2SJ{eWL* z>Bb(HTs4}W;6AxDJw8|JFi`xBAWvq`m%M9 zmfHh8CH11w@AwMyel`*NpqDud$!~M1Pg9}78A;sZXN&QjaoDwJ3%>i1I7D}s(A(i? zC_MJF_ufW+nc}T>gMD?=pkN(T9s0nQ^!?}Qaqy@9^@y|DD@Hvb2kmV zS}+5-f?8adzrW=7CwvySo4zRvR1V#t%~?sTW4B~%8;8Htz(?-xA|K%g{pVwA?0fi6 zsBZc|Kk=>=du?Ym&x0BT3acJ1y|h#sZzwebv@LriJND6CM}=xf>d|3*cO5=GuuPct zE04|jcN)3mU4dT|gke9~6O!Ko@zr=Mv|@YlwJqea4bT(f$GP#(RhOabItM+{3C>T@ zqyIi~1M@nG{&(X0v!kK&nC_=#w+Cqql#HeEn@Uxw-~E8L&!+xT|1zVy@$_FY)QN=? zuy|+@71i7t= zKl{)y#_B;o-<`f7l-k8uM*`@DUb<>JC@nJP^w6rSJ$1xjADss^;fM+$+LL~&5w`Bk z95SQ(bJVWM)X`Eq=xLba9p<%@u>$bJc}<|Rh;r3Ko1xg);I1{gcxqkf@`_T|D?mZz z5gnpAheFR;kKT4XzRCKkt!2H7u`lCnXKtlBLXFXYzLNyk zu}~5E3`c4xHhsCZ1=Llo)U>mmZr#^aD?j#7SEx~1K{aH7vSHDPU_D>TtVUkOo(R}3pIqv}y`94} zyalu^%*CZ9Ikz&DANYHwTJ#93>8q}X>XY=psK(BfCT@wX`6XEoez`6OlpoaD8uWT8 z)TI+i zXsjzef}8#b^i+?n{+c&3M9Yz{9I$)w7<$1=od3`h{$O6GE^-E!LY&ag9HEcdiNB^9 z0Ucg%_Co5eWBom}{BWoeCwgh^TR!^ca{#o+CcVx6xgEV=@>TpX1ASFqVhlTNMSss< z(pQsDcG4e&;ul5cKo$7hUtQgyCLU{sHi}xB6{?p%r~}xrR5N0z4!I27WX(mLc~5P> z7pm8oXWJ>zUa-!m!^vs=ux|*IX>Rm%Ey+*h!y;Vs7ClzSp4SRO;p9LcUWQzT?ibNp zy>o%;M?LlDRv+y=J3w7C1!;nBu)gVT($}rc`X}dO{kdiV-+MlYYbJ3vGXsB^N`7X2 z{RT1?G1fhVK6gxWyP-eHg5+fTc+57raWCXG30)=4!v zcNz+<#Tt67gRI92jma_2_6)`$=C)(k5gUnrJ`dQ_QnOElCh|!;Jvziyhn@G*WkLSh z>U)3|e-WSqCkE-%BO&z5oL?MASl^>A#GHw9J?2)9KCV$8`t@P#ttLZHG>bh4dh?mY zne9;Obbs{IGYq@wb2eQwf_j+C)6Yr$D6d> z1hbCkT>3&K_B|cRb%Epy>fsFL?P2Cz)0eu?314i5&ot#evpVbW^sX8c0p<5(KYd&( zQ19+AY1+!{TX(YmARe2&N0-Fw6MEB%@1P`k3JvNlo?4=lh>W@3v>yMBG^so9|IYuMdSPc{qC z)-!|j(OPIif0%U83bR(Z1%)s5|8h2{X^@@NH6P9|#&LGhj`OcB7g_T&SFNzpO=EI< z=-d9(bax-MZ1mH2Zb904VTdm6ZvN}M^N+#onHI8_BL`<##2hBFH^-)D+OU^EZ{_jr zADyCqrfJ3D|NjXZHnk)$=9!~`75w*5g8sRkj3l*P^RG~|ZpEF9O%rUNS*`!4&x>aS zc3H^w`7J*GKYu5pg?)zOH!Vq53`KBrrs9gS}%Y-9Yr zwRC^&Xt+$XUH6~YopRpM=(b}d-<^$~MkD|Gd zFxG!RW+(JBWsU8+|85TDk{peu9=7j0bDzI=uRl*Z8j-_n*Z$|Vp0zj{3tx=jyZ^e@ zW@{V`hdj2=M*sh8vwWqaapT?a|Kl~KRyi7upa1%ddCx{hBYhBmec&% ztWHMBim5l=aO(1%tu}v39o4W$q&WIq@5GN!zVu$>D`yIuXF5dqu-}1fL$Y`Vw;*U5Zf>cACklctJ@_!kRvyJCX zZ2Fna_eLXq5P!rO5u_U8gycr-kbghcoJ)?z^cb7%PVqe}vI_}EW+S7KK8Qc!j0jQ< zaYAw8agf!U##B?tZ1|vf5q(n%u zTgb-<$x#THc_SWE_W@b~bnH!G=Fkne%{ORNBB4`R2?SzsglrDy&97Xa2B@nK@Qf$L zc@r>@jg|pG+5%I=cYCswiA$1_P@>$5Opt0n<7I!D7|FinnDqM^CEqqi$+lThQg#*p zZsE~)-~zkeTjga_t3>)5()t2#M2_SQxvdgqcbRzEbv0J@U5k;&3DMHO7}OGTj>*>Q z$K=6-C@~^|Pb`g+-$nq<433f{l(d0X zr9V)Sb3g+dv5u9%FM2=^Fdm5c2Vi^V_q;(E7|L!SuE(1}dD1FM4g-ts-8xFL0$KS` zC`R%xJ|?YSqTlgQo$z@PbR1kMN@`SuQUwS@ciznY2iJZD($av>$25(St2v>tNr{pi z!=hwOIc#)|xvsQId!X()8d&8v@DQ(8(4zqJEj#_VtSBEV6>1!lITN8!xd!xg7H_l# zZd9l}egQ<|Q77m%pr;u#*pNlz4aqh=S^Dotl8L1gq`NO~8;7!CGxi*SKXqAcmG7=r zapfM9fGUM;M9-Unx9{hEk%sh)F~r*pbO_jLY=dOkTqQ{s+)I!&4!kXXb&Q%ovp(x1bmM}aYhhD2L$+Rn=7TX-05$PO8Ut0y3A|+A zt7N$YrN+-clH~6CViGz7R)n&Uth)A6R@ z>d+9NuV>IC1Uv=$^X$0nm>MS?p^$l7FIoyi3)C`el*BAEr0Eyn9l#8;O^cM=KpkG?+P9CEt@z2kFsqpH zt>h$VMu3gnJq|6&6=*mf08NHQ;LLDnhL~6D{7@m(Op!J~BkPbamZ7huF$r=B_?6rC zSV`$0EwiEVm|F>0nX4f;(a%O;Z;d997l^qrtobqVaS5r;&ugJYX-XtGrA znJ8Jm#7cjtS~_+61+)D56sYiRV5j%6-3xU66G&qLL&idPFv81_`hOa7Zki#jphg)2 zoNz}Zc5DgMZ&Q+7%$y+pkuhRE5G5zc5B2fceFnK2XjB8J9g5*o(X9-*a2g2DV&+H; zzn%r8n|#=~Ns8QpK4IBc;6}XtT@&NvNu3xOTlSb7st&B{DmlZC^#Hj}Y5<(C1+ZpM z^gl3Ca$?WNF~D>l0Mndol>;lRGGUKZP9>4AoZD2^gkI+5=X}x}fH$q>Jlq|rZ1||Y? z-3>fx3$XgFkuvoOdW%Yyb!(F(&-pm{an~x|cu*XY>Bam3w0y5JoaQ=HSo3kz{qypNtSDMfWS>mlp{bvzr~Q37XXg5Z}ky;$`1!y@CN*AEHjlVNL*4C>iP|ga#-+xDdQ`RJBSfE== z-xF9^{X|*$I##Z+-hHDZr7mljO+6ev2fBsHycK&E)C@proeU^>fWW>27S_TGiiELH zN1(q1AZ!ubuTmOvKt6o55)imHtZNXked<*C1R!LiQpC+AMb@y6a_^I6+P*}2u=}{w z?uUO*<&Eyt%^#S6K^-rSq^GJ4g4GGu*oxGB*BfG z3p{dMBG5jd#qV1~16Bc;UOuZdq2?W=<^_Mkhu@F~cLV)i1)T*@-G$-6IX45#-*1sD zz_1tKBXO)@?r+RnfSUJ(4v79~_Hy3%z6&T{0<{lldH$bRu3W6iRoq-Le+yT1#!y;3$ zNsu!Tz3#w3$0Q#63F38i>#jry$60gjXo|LvZD=j zEB?P|3NmZ}5)S;n{3W2d=;j5`y+T*9;FF>cl~p0xillJ0Q75h`Va^kNYElhet>YYlI9*fKuc< zedoOhsREpLZf1PXk>02wR0*N1dmi(pH+u+lc8Ozz?5IS4**HR~c|=GAP}{5;Q((xXDVlI?e>JBZJb^g~&u@B~S;oC-k^0yrnEr20 zA!zf;0;R4=ECV(6Gg;(ZPmA;=*VF>iEX3u#)fO3o?~cOOA^n>O4M@nA){yW#F9TX|YeJxUrT#$~qJJ5%Jhmj{H z0Z(4UeYcStSnKcvAnzrJ$?6vI`~%-?N51g3NcJF$g!B9Bj?~mZ=r4K!r|)YKx8H%x z*M>@_F?FIf)DtembTE_(L-76i#MUOL6VOl51{Mh;=3`r0C zcDt4=RiI8=_DKZ?wN9wINf{{oa_2ccvl-_J(|?`4k~4TTbU`Oo(j zsY$J0`#ZgSYiw5r{nbKW&Cwn9^BRN>#&hotNpchF4TllO@b_cXkUblT6?F3*dkqZX9{AV?{G-Jf z?7qMv&$r_%_*TwqtmQHE4p3i|@Pzu2{=YLZ^5aIbybn);@{BoTkCH39ft-^gChR6( zj)KC0T;du)e#5`bgUQe6auK=w>1p;Tuh%ecG;(Ix#Tf`UJoc*1i3ID9w z2tRK@jN!jcIH!30CqFZ<8R-AuA>v?7qO^u`s^rmV>3xL$z5;ZAeIjK8u{`uOdVdJz z7)W_dn(kAn1~<)L0^Zioq8pQazV#GZ5=KAHu(gN;x&yk{@@dPNH~aj+61v z*(-h_wC_Z%VEwP&!pDloovnQ&{SXtAhNV}Enb2BAL zo0{>`VPmwEXAjYv9DF+%ikTl!9Z|Cqk6L6v6ux$r_@r)C{4G+n0&&(L@-KQ>FXD9{ zdhJA=I=7d6XUmyfn;SiSBz86*r&s@;C~mK!p-|&2rLiHs){uwMSN@XdEjQF%Iq6%8 zTMOgvApe~=vA>~CCGU-tSaNanQ79TVq{!O7DYA)r-WHk|AL@B^=u0mymW^p7RcT%|7C=TCaB|O3^BhlBM1mcz)UnZMH zs=T0O=dKp%GlcyR`>XEke~Xx{vVcA#*C=|`mr$K>me_P&gv>$e ztfnV~T4m5BsO;zmhZn^!sxaT$(6`i$ke1Nh{cH;biaRuUVG+`C1XOtRR9ALH$V>Xl zGJ#RjDi~V9AgFDT*HCCqpwE$ZQR2^jv|9CKshAiqd!YIB*?df1^p27~P~^1lPQT6G zU_5(*Jm`HL=VKe8hQ3(ODoLU2uh(-Pdd4aNZ}`qh_Q_jPWE9jWKmLFY1j?04^zWA% zB}vu_$E8mCXxW@IN^V!PN@n_shr@_jZz$xtu-B)DSQthghZf}+y=3tO&Y`gN7w*{+ zs;9<_Ql#Nn&PQ56MHG@OohK$p^OSgrSQRJN-D4yL+TIWB)j!jFC6vK`(?apc{^2uc za2|!N5>k%8vyL+koS`uP4?m8|hMPyF>Y1bBlXz6NM;(=N+mFfx(^0ua{r@bGw30l50Mua{0Su)Ir#B* z_W4(#CL+!PTeGht29lthF+tzhsB*G&x{)B)^To>o&Ib!*BTlGOM{W6}NTif;;OENp z#m&i~lySgRGtMrMobZNXq6_1suZTQV2&hU0nU&z6IBFWv{ zH?|*pTNBp@K*NR1V4i(Kp!I`hB?q~^{>Nm=!MW1shDnn9Y`n}oPJWxhStje=%C(nE z(=VqZztO`j`$S(zo!F6wI#r&tJlk1C`~R03rR5|~&Bp$;)kHtDxa zypeh-k5mIGCM|>F&s{TBporOo(0}Am5@ccY#{~K>}&CZ)hfkXUYycutx3b@as{^vq< z%rPGI2hQ=cFLWbCfFI9;Uf~9C;LN;j*&YZ8(5qoZc_cq4&=?+V?*#neT|93(-pga_ z>wqStbkxki9B-_#C50CGsVa`DGdji7@-UM|= z39}9z3_S~Qh;uv=|C7h$b2|Zt;ktMekT@VrNkti3p>u)y!8F~hOEy5G0yNcezgchZ zgeGL0SzB+1&V+wo6@qG^6mWsEz%?9zrDg|O!aaAk4A8Al19dNNs;_7Y(ffUYV3ag# zwvlFCu^N4EF{>*Os&^}aQOz?$w*c&83Xkd|HJE!>-~r#u1LH0O6t*;P^eqW|0(gVB zJ&)zra@XcHJoP!t+Y zh3Cy0jo!{ZX6``nXQc^fha!KKRL-+0Xc> z>A1f-28U?n0F!zpnKTXvN>->F7Nff~_{CdbMc2yl_F*6*o}NI!iHTQ0W}eULsGoSF zw(D2mX9<4L3i+$^l|Vh(5WO`u>GBwp=E3%#&1Q|+ZPox_ln2`a$(Rn*eSfHqiDRrJ z=8p7E?x0)Rx$E*=yv?0AJy+cZJ;w<@T>(7C>=~>VAB1S51HARSky*WZGdFzaB6?W?!j2I$QB!Rodj3I=@M_r6&N;a_dA zXWI7Y+ZmV&|ITa%WTy_0F6?;*A8cIGOVfJ#s4s8teb+BYk7NzeHR+%ynrYIHz}Mys z0@A$Etiza(`LJ2kDc?^ z$RqyR`$n+7-GbhM+KtB#a$>I#U@`?dkbi*FyhaM4_i4m;)Jh;rTY!@N;ijW_Yy9$| zp4xAtkH)m{*Alq`HH%%aez+K-p3vKbgh17@2I%TBD2I~FsoD0X^WH^(Lpyg1YY08TQgnr(Q)^nxtSNJ^`MKIf!^0u1nSZoI-DuQ9)7TOJo+Zr zew+nNZ4XeR<3Ke}kdsf6haYs*E|)s%x)ttP_$c%{7kQg{t03**9HQH|K>@^CeDKBE zJF!2$RETS$Pmu@tw`np|1F?){0cHb4%{mzv?l>q8xYs5iU@Lk6eG4M@`jYDpbkxZ9 zuKIksj}{x{r>$#|doKs*=@!A-aa)Myt!`3hXqdKP%h~y%3JHOlggR5_AU28y{>7Y6 zk^5)igHP+YX+8A#YQ3j^y6K}?8v5%fbD&0b3f2sbOq!)KGz{1!e2iHSVVlblP&lOk z(?4t0FWBf#By=A8$ZI>y+GL=&y4Uy9ojU`x$BIDRIyXf9)&jlFMQ%lpH^?!YDv`@d z0OMp{>oNkpC4Xlik0`WDUp9NF`(aOwC8j2J3(&m5CT)AstP6>m-|(St=x3oV{$hZc zq9dQRz`d|bw@{!`?TClk)HT-Sfes4-qcZId)%}}*IIqC=^MM)8fO>+zU8m;d;rc7Y zbOV02(RJk67OH*MLm#r7n4E>ri~$r6KrScL`^0)cPR`_6W?j^5{ey9S52Pls_PrO zYj=Au-Ez}ciyaEoOQ%d4am%ddn*)92{-Lwc%QEr~>sq%62q8LHF%o|ZBWB%LC-c6D zj)rW2ng)HYUImp5zLH@9F~WDVk7FIoy|tM8Ol2O-VakdCjawhA?t@Hf zw1;|ZuUXGLWQ;8MKlNl*Rcd#wP^f>Pqu}30HPO!t^51vtmL^OeBSCgR_xW9b-L-!Q z43E#JKL8?o6?>i})`+wA7oi6^9jeU}fQA~Z=McGx*iADLI4r*LhPln<@A>hq5@)#I zIs6T|#P#`!6<^|{HQx`#2bYlx9ig-t*dsuHt_smH$@B!Q^+Y0by34o^p@h1_*jKO{ zW2HyjFYx;%pn%9IAh-R2^yX*IQ6KTI*U*PN1%k-6Tll<23VDP%@8098!w0(SrmY@Y zJ<8*BU69l9oLT=^!n z4A;qfm!TzLT{*~CSBRxXM}TGSATRL!gvvoG^GurggIOOp+Ny0ju8Kh~5}jZKW*G zJ)pNs=j&tIn;}}CI`^g!x(y(o63eHjG4CnZb_6~_ zjQV$_C%~s{6l~-1x7^bh7f9-9FW~*q4eWA&3If=#OI|PSyVOhF`vz$FttLI%5*iO| z77a{zmT#Cwb%WvpsPkc9tN{VgO#lP#0W7;_Luf33UC#vu-U68U${j$%Hv_|76Q<5f z!*t7RAmW8i5zvo`sX^XcuzUQr#=LV>As7dv*S&Q@{4vtdO z(Ce7Qq@ySM0%+=y~H+p zn=kYa+1-KP&ZR#iC-=v%PU5Gf@Yx>70^<1WS#oPUxtX<}+)dr~`2{Wi)ERn)*7yx; zC{_u|3GO|d*t*FYC*8xpmwV~Pk6wCFd^9#RP($f44owA`%lA%Ur^@)=*|A}I9DiIn z9x9HJK*k4PKNEi06&jBgK<^p*>|$W@^Y{!}1!EF4H~8+ELG078eQV~jkMB;N(n;4e z^wd11y|i6@s8LQrq4Y37mynN()IkTtv?F`5rRaKS2liIb1!QLqIaot})-aI!bYcz9 zp$wP`Wx&B@P>M{4CWSfW2?6HcGED2>Q;UB<>qHC;B_20qXYS~|9C6o@n3zcJ+x>{V zaGyN84+#2R=8oSz-vp(>YSy;|S_{^YhxxZ`M(Ms&>3h|lAtk(3RCkTY{<0* z6No(v6atKKZyU5HTcH#<&D>65TfTcI2HWy^Am6Rc`1KjP0b{R1KYl61GvC=A3++c_ zn5I9#S{b8kI8+z-{n>F)vj72K%b3N8jeuQ@g?!uoYpyq#>pgTHH3J`FuI+o1D+19I zxxjelrEfp@=(bAGYTOIdI`mibN}2Ropjn5ouj)mdw1wWJ(lfIbV9!wt>5PvJyaV0k z6{y@Uuy=dzs=Xh&X#uEF_D_O}ke(&;#~`g-&#W)MQ-jD2mFV+|Q@?DraRqWJ93P&? zzG)QnXJ%>;-)Yc-ylf-E^r13lYN8+VzH1Wv14>Qllq0lwtaMKJo+;sF353TvcTMIAs(}VQg z_1^~Ra5s~Vo%M^xBYkexMQ^c!UaT~|SpMf`4S9gh(C5?>(51w&2WbV(fe(H_%#2@7 zEx@Ml_dr>-o1Dha4c7jmvza}aJpCuO?!jlQ@ob&e+TIK`irHOPU4^m(ovmKtt=?^e zwE8iVUcg4p=$C5I*S#fnmuEv4-Ul~8 zp~YMZ;D5Q#K#_uv`X>{&@lfjE&*#wNH1ybH5jAWoXCchJ=~ExQ7Ur*cG6!onC_oQ- zLCwN?8`fvzsTW-bl4sGS;lqB?6<>&R(FSK+w0gL^W;o-eLv#A+ z2`Dko7$JHhn^_-DWB*Ctx`?{cssc7>OyAv(>${M9+~_Slpa>=B4dUk_c5XVku)E$& z>!I&COLxWg zvcJE~K61O8_Fe6+`__8uhHpOF>VAOsp8!=DXCLRbL$y+dUNV?N8^?BJJ$z$rrJ)^ILKb)s*~9jvHQ$yjdI{$`_`!u=AV?Ep*MJR(j31y*e%I zsxLNpsOgQT#uxBb&+mTvvNIIBP0U&f|BR*H)MEVh7wBytVWXGO1R~Xmg8*t@S$d#* z#9bL`Qmr;nuXV-;T*-Zit+uXe5B(7HnZi64RS(l#%+anGb%6fnBe6Yy8U7zh|4)Cj zop_p%o?aw7XJ0v~1^infBk}u{`f01Rx3JwsdbY##kb60^*i26n&Sy)Z!I%Rzh%L{d zv+vW$-Nd~+ewSq!bLjgkpT{wu70jhGI?4m3&GEBt+U%aE-u~>bp{|@4;gfAka?XdH zpRd9153pBaZdMEXfJ5|F^li7e-<#>&a~OMq-o$)GcX|mAy~o*5CX1IAYXnUtd)cLJ zO;ED2uXbT?w2kw@%bXLihL^-rM&L&F9CM&38q2=0W{|cCGHJFLvkoQ} zP7rek3y^=yK=z4Rs~JKTmI<|K1qjB(V&p`p~}0Qw$xd9 z5x-GW(Bs$J>>(dPSwXIu^Tn*iv*FjpIl~}c`rYx+>zjPEM3q3@*fm%)UJcO#w@kV> zj9ku{Kzv5%K7MDf+zC7Q^L-Qhm=OANU;2>FoX54~@4`N2e{(flTj?~n4jOsRMH8!e z>YAfodTFn(HvQzUhuVdx`&W~GKT6#w&Dx2JC-eswRxv*IY_t`h+QhjOdQLMR>fkB# zB9o`Xi|-Y`#n z%=ylbLQt3v^Vbfipkm1xqGg~Dx=npslFwFmpysHF|JEQ+Rwj=T^YM=KU&T0^DZ(Da z&Q*=Ft~#=yhb|q=^Y=Ua)a)3fM^~A2UO(udPjWVtnYA;{8uCll_Sl}eH%GUnJCYAu z(R((5N~;mQe!(ufzr34fxA##$&gIq?1Ntbf(?o03^gS`m8@#Y-+J;Zv7y?7$~ z0%G*`K6HVOW7o0IiV4wD&+${vcE=Tk=0?H*>~7?~vuEs~%bIrl#LKbmnOLLzC z*7JS1Cfo|-1QEo}_Or3Kw1csrvTZyozlYoYh6rM3``LI=$ie6zZ@cyuzgv-T+uspE z>})?9n~ORaEw9_YGn#qyLHrSCM3Db}o)?@Pj2#*O{ah*(a4?*A+wSwf-y@{3gHbB! zpU*WoC*$3Mg+05 z{cI$Ew>NxV{O9jo`C@OJykPrY>di6qvptXD*v9;OwmyZ`<>A$RSKibZYT`DgR`_!fJv zvW-)XIXNN!d4As?*&9z<+OGN6x#vWG{a@MiCye#qkNNnSz0t~S8}q-L!-(7V#xveP z_rKVp+XH*Uxu)&f|Gd_8m+Xy#R@-|1b*&35_QsZHJ^5@jb`-=88Eq^$YHzH&X8ZfU zUek=voUZ)!8Ty%x{4@K#B##aKtL|7CYZnrpD&w}LR(t(bt4}dr>W=MBy|uQn#h(*n z|7ROmN;()1>}`9*)LGjAde+s`{)+!p(NzWFwSCxM@sKLxJ!GF*Z?J8Csb^1vIezK+ z-}(IE)AmN#YUh3&PnLV4&UwgLM%x^T(2k}Ro5kaaUPDpOV4!K2K zT9JQ^$LLq~M$w5jy`18ER%90vj?6|zBYhBm#2FE!8sdcHM(mJ(KXxl>lqTB7{`=Qn zq0XLqV7qoS_vnN8BY%IKqp$6aOEYZagme9D* zWBXRyc>dVL84;u!;)LWz?2vySOBG6R4)|N&U(_fybMUs(N6Atb7*(AUiP9}Yj0Eli z8q8zhCxBv{1vYmPI9%EBybXL}q{vJl8;gK>uLU~3>lakxfdSMoixpUdmB+Ao+?z-0 z5AaC;&X!jBe`q_a=s2!zU7MNNl9`!fhB?h_8N`e&nVDH;W(JutW>!npEk-l5V`iq9 z?$^nEx#R4dy|d%{utvAkRSPDsHR}JXB(x}^6NKi(OV6FB)6KJ9>XZ2xA+tdBqj`P&6blh+RD14w#Z^is{)Duwy9!Ek$* zkCw0>yuo*>RjRkJN+6KKk`YLb2b^^W&vOuNbkOvr5%^7U>9VW3sy;wShAF zR0JjqBz8Za_39Whu{n?wpcoA*LYx(5PF$C87xu=*vJ6?RQU>R#S&;MuB=RweK`{4(U(}s{wi9!-bHq`q9h(F zh}%Wb6;uiXcLOh}z*}^$pl4te0wm)L5UI>SM<&r%nyV=?t6+*Wk4_TT-HDP3T9ie5 zVkNwIjMR7?1w~MlbjIekEU?OmhZdRilsBWdf_mpQdQU{(^fep^)Hjh3oYEn)_y)B7BdPT~UlbaCp9O%DT#0n8)cUf!a6owt*x!A^m0 z^f{a&^*<)dplylrv0I#6svINT%uy1y&?;dbyiplw-utY;XMmIa#(M7T2Fd{ptnY?M z>A9Bvfy5j-kSf#m0H5K_$W4KejvkpJ+Jrf+Nsv4*;-KM(k}mjAcivLm?FMT)X2@gU zjb+0Pd69^&phxHv0bL4jFMfzVp>`At5bNr37G2#Dlsv>Ic@FfUP9_Sy7HOX#otnkU)>l!|4VYB=(a>L@@0aMY^mw2~z{#&jGC6SWo^T*ZJ{A z?^mJFPOM6lV$jLlg&JciP^|q9^qqybr~`3)cLs>{N$3TD{o1IgX1oD*oFh^mmIcyV zpSRgxH6$Du@4*8^04z^5*&zDw6N&%gtLz&>mb zybtK$bM)8zfg#Oq5`WQY82K+7d9V#O;7Xn^1nm049Uz;)hTDJOdj{asz=Knm|HzI& zd`BRIZNPv}Lf^oBU2pN$^pC`({1)*7l6bN)W0VHoTE>v)<)J{UM*M03rBfU1+ZkP; zw_j$WUvfaiWgx#_i62EQ(tAgWoX?#inG+M_Yylv10Z>Q-IGBt7qJR zI)glMpTA!szqUZTP1}j}K+Dr(x4%3C-ufBcWQ&xb;*pZ{3ltvM+f`yhFfn*dom3eK zlzhe06v?zQMV5U`lF$8Oq|OKETxLU$#k$9=1bRD|8V-1R3E=4~fXmLF8zJL&Lj{6= zjKViUvqs8iXa)K*&ileZ3bCix&4K;8;fsuQ0~z(hA6qPpmRpI2Bw=%xpaLk86A0~j zs7sEUCGm(^a$AAIQb%Tjwxn$~YOG4U0lrm)?6_){ChRjy7=0=CkMClZ z7r<(Z`I}{Jf3rCAd)aMfIdc-4KI+&GQ20Hm4y_fr(?l!`UY#Npk0wdpr?HZzl2w+3 zQd<&hoCAn+_|JeMtT{I|8f^%27zeyDPh(`?nH-8wt*HpDODpJDe9ZD{mRTXPoz6Tu-@arh_u?{<|nu#%slA~*3gG!#q zXE%<)|Daab5sE*~f!b*WG!Vp_Cr6-PNQw|oY}(-+&|)B#g*5qiqPAPtHVNvt z7)g7=B1v=cp&U>bBtkWU9rY*P7Fq;co90FQZAkv^gpKXl3*FUzY;9SxoGY6koAX7< zEA|S%P(!_sgmR3zmqYg%@o#^}ND1>J=M!`C(@#HgL(jXBl0FN*NBy;XI8b%$a31tL z-Jq1a)hAif_l=fH>@|F+lS9c>e#gmO^P%b)1O3=YWHKpI3eeZYoz%qSy2I~*!4`p1 zs4h@r^8e60sWQ7)vi#^3E5}kSlJ_8Vk6o$rN*FRS6Z8!DQAYB`p+cO?yOx@O9GvoqxMhd^Ix_dkhIHOW&W2_ydOh_<`($Zw zBvyo++6CV{S2I%P1DkILR6MO29|?ylfLQtIEL2iJ*H_>#yQ-2;I^rX~k#cbllmO6M z42DL)MEp!c?6Cu8e;_-wQe5{?@!c+|5(z9lgdFziVTz1w2=!H=I61fp*miAV2l_hQ zo?5E}bS~UyqbC}Z6Z$NB*1&uQb|4=2hVo=8)F&&U@W^czql6hM3$wK72vsFMkaN6Q zzD|QOW*oT`JT8`&RPi($}~bdQi8P)}szdt35kW%_8^0ZI^jc~uYS z6x<`ErU?i=zsHb6S8oCqkBquRGYrRJHAeG+G;k)z7RQ=`z|B-S%JjvRb}H4!fg6DuZFqV8!$K6i-} zmxjdL_E3B|V}r!thtne@?=tF>yvcvWpO0_YKNVu{)(PE{19u}&uklbCj7DDQ=gSh} z54P%vZri(`)#V!v+y|6Y>rW~MFtQ{jUYpk-JefYf&^qB|PJpSzT zlsYzndI0~OgDqv54Q0p-YSo$KGwf#30c@XfPoU4=N3srdTVzy()MNa5iy~wfb;cmp zx#2RDGS4EU+3!%VZioKDJyjg2qrO4`QUjWn@*c@jq9$})>=9j8p{LBYnjG6_oJ_;8 z??Kce#FJT!eQOZ@$ufwdPjOzS#g#F*^aY^#*ZM+n=i;`$Ri!?z0hfUNi4WV75 zw&+@cy#|yW?YnT^)1Nwq{l{Kvp(X4o`clVbMlLx%K`{#jS335kD+6NX2(?h3$IOe` zw@fx*{KTak*U72Zpcy0Q#J<5tv7bxKx!5nn-PY&|ij6kZ4A1H7{NNNBx+zIE?1q{# zf3y^Fho0dRwvU|+V~vaPzw8$yq&a;$pr^?6P?nUY?rT6^X@{(rqQ`akH-5P5Ff=j9 zt@HzIH!pTgjg<*%lqyho^?#5g?Y-G^^n+fa9rYPH>=H~IYXP-Rb>>x-xP%PHwP7#k zNveYKjgDo5;>AF3cMz_=0d0JXY&P7kIo^# zkdJauPhKkzt!^ue#Cbz4F^qE#V%!X3;T?Sb3GvX6csB@tz4a8@DC8VfhVi;G_E2i- z1?&Z(ID7_OqW_Cz$yJ$}_$U+~)GY;&`(omwH?cNH4=8_o5tF^iLxYG##L4Y@p+&ii z?($%-wOI%G^%wR7o1p~TRU<|6^-hv)4cLDUK{xpGLSkv7An2y5Fu&ZyA{#|YA>u?; z>RO zl_MlyQ({sN&I%pPGSCwm6q8x}hnnSEs982HGs~4(PN608 z_d?E~QaF$D%EeiT398Pu@ltnxw9GCX1syJQyPVm5ce6+|^?PN`>8=vH+OkLVuWXSC z>>Da_ZkLv8x}D*Fub@0mq2Ab)Dxug``^Kqq5n8s%)bC${l4Qn`IGGM5W1d*(7uk>0 zrVd#!!H}c)?R-DzPeKe?Nj~tLOM9-u9;99FV!cCQtRDo*(;y zGn4Gp%+JE*tpTiyA>ghp!wX_w6D6^dk1GCB`psHKb0UA;XAYL7bmtfpW0}IjcZA z=#BPaCp|2(-N}%x_c#N>N8e0iFEW-|Vp61ZT!=61VsDG@RZ9=mTUE{?@%Oz@tG-K3 zkyFr!EUBL$?c2u63eNi8z9n{Xe`bGjAocYD?D@v9KkJm)*kS|v=|(@lSEnxR2KCG` z=$G-OW$c-MiH7Eg+U7K|YGrqFEb+HfZ|a;-&RUpPfy?+l=UttO8Ip-}rE=SrW?#mNcIFJ9cW%IUGx&g!h3g)qzJvaF!$42H! zts9Drn`KCqm7}2n%z!_3jF-~CMoZ^IoJF*T7MJnAupYN2)DtzRr-^a-h$U58QA0Cd z`#yXkv$Wqbrb&}+vzuB6xohcV?ixAOQyX6M*E08lG(T{bhf9F!rT||DdT{3zFwS>8 zivJd9#>-&c^q5D;@9_6k9vuhv(QLqo0h`(u1_`7~TV8+2fetm(sI0JF%3QVCb zvM_alX3mwZB%& z6R2VFJSGoS#ksXXTK5`qD!_d_;(h~&zSlI~0uJ1M77+chXQ5kpYSNQDO24QakKb2C zZomM7ityO}SKg2etm_CcwMy9o^<@j*9(p`T3snK`HHJ62o-pZ#nFU>SPNLFxD_^h)Ijnp9}55D3ea=3uTBW6ca$> z_jl#(wOx3FX=Pw)w9TyLR9UEN%AmJWKn;L4tYd9!H@T=?gqzNJ0pzozx4v=r(-+YJ zy0c@Djw}llW0y&v0y!yxT;|iyQ(zKR8bOKB7;1+GKM?F;3|i2C%wTIa5Z-s32ciD=%)o?=o5);Ixp!QQ*jYB0`;A0{1?6*_>> zARs)vg&XMX*2*T0WL<4Tk<(7#hQJD{)3>PwYibW{yO^H}lr|H%q`$n6y75MB8`SsP_&}`{f^9$@(yxB^29ncBr*?4C$VINYeT#>F z9_g*GPx)%KwE;TA9HbAim5$j%gC(qi7gB0YFZ zw0}FDeW;x}f9;?j`Z;Mq;4{lB_-KVu(EWV()k50?HQ{TJHo-2|e8m6InKRIz-pKf1 zTOfMq*PnQDYA7*g9#HM&#Egc{y5o(r&c5raB^r9_g-Sm9Y>1zZ8W^DM+wkUiJCp7U zhK^=2<8Nd>#EJS#P3j8W!VKn|=ws3>$g&ywX&d0Ek?S0_#uZl`KHp160f%=#5TFG@ zxb6cq9{7wq_I{7~Eb9WC2}n<4M_^%2#2G$UGdH)MK(YA0>#S}XwaQhq1B0my&B&`B zzG_Sg&@;foIzY$Lw>I|%-CPR&#a!r# z`lII{^z8*Ki}{v9u2D^ZG}Z&U_NJTGodlK6Yfo*J!AFZ;p}qFgC3etBl?hU(`Osq& z#^&&ctl8<0b!#Z_$`!n2dm}ob*{uN@w*=pBE= zGd4&!5|g%KD>;^<8>m2DK&6v(kbHqp4_Ix|ve;0SvCyMnL!p~J^qbjR?+5tl@~-~6 z?>&A6yi;;P>4SZa#GfYdIo6&Si*FD4VuEgqSV=tDLR@j#;;O;Td8>DNZ%vu)5B))q zmb=aG*!rH)K>rp%$AEl-7ec!+jdcvi56FAbt)T88&Mim2yUAx(eDusF;vH*rT?CcX zRQ!bduOa)&Yk`lGb9|6NeXdF1(*}F4!~ajCm!^zidt>#!VNgz>cc+n#`YXP9GZ`w7 zabB9*z*pB=12k`3v;8jWaNM1I?5+2*_-nrSAZ>RUyKTt2v7ZU!$IU zPBt7lTw!isJF($lgJy$Y%JGqGy&`L!C%gG(xTJ4>+ny` z>O9g-e+%-~MdbX)o`E_nEi_n%$jgOTGrr|A3YshW%etDn0=v${XJy6+pA3|AC~~6D z*vG6rFi`IjLyGh&UMb9Phld{Z>rlqid{=RktUwJ@1^N_jGR^9)T zie&svV$2n2F3wTIBm+G*$dmh_1l!8o6QG{6GXG=9a}RN93$+$=8jkPnJVYE0$B!-i z9u4d-7T=(qhys2dL3}>UJh7)MTz?-qbsp)Vac#Ub`k9|@*c_w<^I=amxpB|_%hYAp zfbU(Pc4H1D=&v;WS{eH!%|z?}7}+xKXTPBj=KPp@BG0lWuK&cGb26Wq%xm6#C#^HV zMW-=#58SNs^WAkoP(Lo?k-457X zJ!o&@vF|u)E!I?rHN7~3jp8R6HUo`bfz2;OADIKx=Pb~~^o&0ZDwq^ti*JDXQ9~A@ zmbB5&On(iO_6`tYersYT7b44n?~&&R>Lxy2-U7pX0p-XeY7Exrca?heG;t>eIuYjg zKI~5ljEPVM{4xYO5n!NpAy6Lxqn+pobh>4TZm7&B5ZtuDYUg)@%Aq~93j!3kCjTo6 z#P~Zl^bEge9!)Yi>u*Dy_2d>8%>s2tgFIeZzZbB7V5#}XK@Ue=(xwRzS0`#GZ)D{e ztYv!3jB2x5aQgefuVnJQ@_q0>e+xCncYis&-2&9&@k;`o;LCCN=EZ1PZtodIep zN8I~H9XOD24ijH)Ln-t-@hNkN`m%3u&ko%~M&v<19i9`r_&xptK6S!X3zvaP@wtaS zE9I~2zXxgIG*CyOn?cy%18i~$Had?rOu=r_(zf6i-qFCIu~{4Zyaj$Z8d*(1_U(Y% zj|Vm!Qw_*9Q0;5%RgS)cb`06PV7%80-L)xD=$_OYH`kCKUr@75L2fyL8l&g@CTtLT zlq6uuD@L(?Y~XNj;QO9@?;N7`&G}vzo0|>w!*t-v=xpgY=q}LP@7V5ZKcMx%?vuE- z<**()w56NguFjayU>^U(XK6qEo(b8vMkn}R5$0#J<0j0zWv385K+B1}3}>7YK*v9z zgA%~>b0WVzQ}H?ICGPjZhVYHIjYG6sEhtSsQxp6k7p4hOXM7?06Y_gS{r7+x0UNk` zo_Ym4IJpgalC6xj5&8kBBUUekqGT=;u>%-)C&%w+$g$JQjbALH0(7WSLh}v7`<;!QEZ^FLBpeP@@c(?4ey7`>QiG&v9aIN(KC&7xWN) zL(~IZu7Mh%F6%ion0OG({v7E0l#b}MS%?;>i)>GF9rFEx+z#)8vSBSYPQ3UL=BZnt zBpg9)w{4Y4t@v`lOz0tw6O-|eL9|;IdVdq^hm)7cjk~b#+4#VVTp@Ze2l*irv_M~>79zLgC9h;9 zXC6HSm-CIme5aM~Pt6)cTymoxbRb`LKQ;*hX-Yv+@t*{wd3+(4gb7&nh zLS>S}MMr(6CVUP3R6j4B`qEF+%?wgGV$!Q+py%mDE!KxPh>SW6B)^i|+c>hnX@>4g z5YIBOcVHhr9J_A0!&#Gdx#)_kZaU80OLsQ))4A6Jbj&Go;$F@l3bP05N?jOC&4Deu zhOm!uXTL;FlnTLGBM0&Ivq{e(vxeyS%QEs3zHQ8a1_#~Oz;5k`kIym?SF5^fm1drr zdv}0Ntj&I(Go4Y}sCkI_ZHZ&iRiQkpPah4*dwk|6_O&TT{NOhmy;C>ztZCcnlolQI z-nA}JUG&mnqg=Hpx%|m^553*RSL;6rRHHAHjLdr|>;JYLA0)q-uz{O5*+SO&ffV?>4HIJNQ|bD%f#J){+m~Am7ENg^G!Lui&!} zFOrAuV+-WJ5c1bh=D3D75c|9N9=m)>Y#`3gB{vO^gMwqrpVSSH7Ey=IKz_uCyi=fJ z356D961I;o3>gbO2svZgK!!oocxccW zFTGUMUt6<}n{bT1dOPX|;)A1=d_kVrfDG51We*sO&JGYi_$`k9=Fs1c90BUOB}jYU zfSz;${Zm^{%Rp_GpV&?tgMXI$PHl@ks?%34^7f-c)B(i1fF8t%&iEy=w_}a_(0hwA z^B2;d@DQWn44VnY`BLu<1Ddi#z1}AD@fmS zK2Vjjfc~f1194pzd@8;Llqj7zQ^B5J@fnFCfLpFEY=#lpAHN8hyUG>9J zKb3IPZeQHhVVJkN)PqJcg?&p^XmF{g`*6KCez0_GuqMr;K3_)6UqP+D6#4LX1bTQo znsdgX_{aNpy68s-{W74lzN-)AN^cL%9tD*r=Pj!<2IvjnKpnY|vrk9%;EB*=_L6xOWjP4$V$vSK+Jqet}E{X4H>eW-7`dYU?X))5Kk{S zssC*^9d*-F1Gac;!E(OZWUrs@n-QodnwxamHDV8Ab+@g(Dm5JK20p#3BsN=!dMFR_ z&B?y#rlV#MC++>zRmVVW^tqIemiFS@iZi12BcTgPhE|L`_?+01yDq-moLU~)_H50b zLWvno_#f-BtIhnwdupNiE?Vg-vF3-b_I3);mh5Hsv)19Wks3;#gk29~56$nlXQCH!@ulh5*<|RYMzT*D zh}?Qpe^zx?$FI(6chgnhw)4~l&%M<=z)#Dr3(#B80hi%SD;MV=(VSV7J^=*^G4&L6 zKpM+^wseH{z3l$gyoh zVo*!=P1xV!diY^kTTRJ+^d%Hd7ibaxh8ktaEqi0x7cXE1|2dSv@r=E(dzS5<{|N{B z?S{RP+gYaIC9w#I+9zH8|9O57iMWnTMeKWBa}R(r#m?dPpGG}hj*tM>Ey8-%UR z8uRn|dwJ8|81?bz^%s5B-Y9tS=k-@44t>=6dHv12VsCUvvGrF9o5@2uHT26p#9O{oNw2zn}L?!Bg*n!um7?XL{qJ*W zhp#mK!&eq??L^u@nh(u^CbU|#QnWm@G_=27f51NKvQXO`{{Fp-PS_iZ&;NJ#_Qihv zp4#pWv#Sfo-+jj52U+d$A_C~w;|9Y(%rq~;0OWA(=e|7WABzt2^)_;9ZnaTD> z{=9$u#=IBMCejAdd}x1vExyE%jAd=H!NUFfXkoN}-mf=4^7|kAuG94QbNen7Zg1?l zY_pM4^qq&6hISjfw$T2kO%1+H-H_g!>wnJL?5NRCj4a-VffB)RhBf{*B2N`X0 z`T2I9N-PX?vi0qNeG9D?trRT}Ee-9jZGJxYj`<^wPUO0QG#}dE@83+ih#ruQX>}}83rO(~ zC?>wOwa7jmyB}w=NSbj#!j@ZP6%fi*mw;8gw8*C$W^ub?mWB^_gDY^>hi}ai@C|rr zRv-*TfJavcBGHbwbbA0PvWpb!df*R0ioVVe| zwK=R36=RWi9W4?b3(Nqzg83N@@%;?kB~zkIFA^&SoOldPStQ4EVDC39l6wVICu8^oT6(AekI+|<i`n)CyfGX;p| zxM*3JF-p!4ghnGRZ>m2490FRD4?tPMnM=`T7CBYLA}%?BSMV0vfM6glz+Gwr748qj zyIyWX8Um3?F-M9cZMPM;WE_wC1AEQ|?5A3-ND1Ik`JFvz{ed?F|2eTdL9*YCm6=&$ zq{o3MsdE!Z$0bAN4&qJ2(0yb9%JbwIZ>9%^@a8ujufGo*>>-cTKZ%r6M-3^tgSQy- zNdHn`W3AWnH{VY!HzX05eJ3b6?10vfs-G;g2P8^-w^%Vfjgp9QR_XOCZ*Q(-;jQzA z+`VH+E@0h`=M1TT28d~jA;W=f%{c*73u=^zZqT2gr+d($6o(dNDX^5Wd@nmXN(ybX z%7E6q)wh6EoW4Q7gS;;QH@W-FBCW8mM<1XXNN<&V{QeE9lv!D<@^Q6QhIORRG*&s5 zV37i0$Z@JgHVp&@;%bo&$hlPoXi|XcR`r8IXK=KH4CekPyqPxuIBR{VOn|pu0)q5B zD=vIsG6R@w4A4FErewK4AyKk<#7K20Shhhou@-x(Ho+o6Z7kBdI5ZMjEV3{Y zP^vr@$;ID?N&|=G^Sd2y7w(=aBgUo3;Oj~9%k=~am>LHhDOzs+8YNkv;JG=^DtAj- z<@#=m45FVRQ-O&9w<`G&cnEqq1}y8y7hqpNl;`-Q%G$lacV;HbjoXP*-!Va^^0x2e zKcZ#HyC~_L)H>VpVQ6)7p3(-4>*H+*n7Wuu9Mb@W6)dNIq&L-?_ zyCEMB7?PWH?gvhE-@}jxFC)Xka3f=NW=OpJt2ijsQJJ!EQckvG7Xu0pLa^EPYZvk>cT-Vt~lFwNP>Yc+GbeG3W# zS0MU8j-J#+2T;kh7!fCHc16qcomOd`8Ty|F$mlLGz8K&&;gNEN*nS`h*d_M|yaM)# z-G2dc?A z_K23dE2E@Qj8&!)8|PIb*0Nr^+Q{J>&_HzFnwaB?{cV9V<_`1O0L{z>;OZBE(?j_3tCh)e zY+$0)Sc6`3$4dY7QL<|x^h}JI6X;>D_vV*+qn zV541r0QD^jysK=gR85yEQ5{p{%DN<}nJYo|1AVjBCl*cz?$!buFKS37;`za}z+f{G zWAmZI@`hv=L#7bd4om{(zZAGEkhGD&xE$UQgZyYf7XzNf%8o8pvENNxCl8(gwzYC7 z^74+9PfpMt(6+jf!~CJw7zlKi+~P4Eco#mf3wW;OQi>GHk|HaD6Q$0oSgGH^B6ERn zEiVC-7g%V~=&8HJ4Axj>E9$dJ{|p=@Xa?6xbhk(e>6ZiD z+rvCg8gh#qHJv^(wg-ZDK1nJ*jFp=gtWu}7Mbgg(l3S5EenN&1p_HKo6W| zGImS75JjuTyd4WcK~WOhV&21n)rGZ+l+KRi{{cXb=Rs?+8Mrg_Gi#tMT6GIbo(U;Z z%Ogn^&WM)uccEd~M(n2#rz9vHfPCM@mcK5B5(S9(cA)VSfiYJCdLNe=dL71T1>CuB zW9rD(P*~t2TYRA3!NyJkcPz3Ozlw%pft*$UG4#`l%;rbPshZFhyf;hXOJ*RZW|?!+ zES>mnp)Rz%FpCLT?UV9QB76k)O1&6Cec17b8Mr57=Yl4rFf<5dBII@r=G7eNz9W=2 zKyPo&WzOx*lHy>N&u(UU27I>ONV6=TYnFYxf!+eQeFNOK19T~+2UEL_Hp}J7X34wQ zEasiSLz95x-eq3z%n}IIP)=aQPw>y3vw^6OOcL+MvC?j>RW2k#bwiw5zBp2vvEDIl zfjT#dl_FJnIx%xFp)`lg>c__M;^s`8@am3xc zhO{_O+&ls_6dS0!kvHDc9&81I%ADr#|If#vz6p<%Rj0YXV!UjFuC5dDuwQ3GUfrP{ z=GrPVp>`Qh%%ts`hCeMKj?$mSg5TdI9uUXs79r;iPL&G4)gysz_kNioQ^~cDw?~Ny z_c+gPGHUL-=1Rarzaqpx!7!JdA-B>NT+EADS#p zB}Q%+B&Puro<(1E$fvPYfFzTbQtS=6T!wpU8B(nkH3fCVB4EqC*7A9n8et1i*4>ff z&N^?O!jGP??rcET>)@mQ*zg>vRrcYJK=-fgOp(Aw$?_#OR(^kAk!i$f&Z=Z^J}63_ zW0Tjg&x`D7fUXaRa-iNj;y-%KSruPwhp&2&r|~D_WQ4Tly5_f__<2nJ_yCO-*9|O# zf8oPhI;P5TY~>{WdLMd}tSwTc_Ki51!k8h*e*b>*lV7Ba#~00|slC{9<;H%tR$$M^ z{T{^J%O)W6=w#Lc>YuV^>0a9m?Uh-o^upGGn7;sGUW52h9{oL;jtpjD3-h7kLFQT3 z1LsGFvwtNnFjo6%(1}ck{siiXWx(AJkmoW$Tk+}u6e!Shw1T>#$9*W8T9E_U_kC~$ zA|H$lMnGjT9y$qVB{BfPZ#)5t5c)YcgFZa5TQB|&AYb;umWM{jUap;lPv6-XA(xLt zNJeZrzX=LW`pP^2$UOaRnh2dH^Jv8!))AlH#70O1#y`y*Q)UAD=l-G#p{!U2?ZdhV znY=ARQkmydON2}~hd$8LoJ_=2;(fq~6j}K+NnDP{%lI;}Qt?`h^u1)2Bh>i0s#B{0 z=T9aFZJJAs)0+Jj`Plgq_Ksh85$jyBnyBx}rUZC+)a~IJwo2 zHIIytvI~$a^0-nzNxGhlmA%w4_sB8jJ&9{sBLAQtS!W+^I#d_S zGtwXON~ONb3}wQ}`zhjlBw2!-5@kZYIH`XlTKcf(yZoGb82?(@)R3=G5!L#}9{MWl ziXuMX!wJNd@yP8KHdP+`aSe-*edsA=UWDvKcYUyn%;+|h7#G1@A0nrN)(H8Hbsi+H zJ^BPS4Adwa*)P>&kMjiDixW>$q}h;UiD(-mnWLa{T>~XS0ro}-#Gkdydj?c&lbFX; z{FEH!x(OOSeEl@@N_b11hz}nbh|Nra=58reGR*4?dUAAw-oYKp2cHNjh7H>6um4!| zH6Qx4?aUedEl9);%O}f>e2Fr8PPCK|i&Res9p^amZ!=RH;OKy*NBYhJ_}{$icBvZ8DTCKgi7^pe$*~ zIZzSy3fRkZ^nR8+F^9iLRU*zehsLHmbp$zX0rToW%}^6MwernV#Dd-Q(>PfYA0>_1 z3v@$vlY^mCA!e;i3mw=8=!iZ;gOLF`)IarG9aOiU4^=?jwg|S6gDB(7<*> zUqE|A{gRLC8oWY>*!?rRWOnza{L!?9F36qYKf1EATh&%UlW_3>vYV)CXye-wvbL5Ew>B15LIXRdBQ za{_f2IVv}{;CP+BA265qk>Z;bno@XSPR1uEJ*DqqzJ|P|7Hvg7 znnyi(4_cH}P%_<&z{!$5@%3WRZx6(5U624qC}vT%oyYM4vVAhuYBX zG>;G^?qnLy|A@muniG?2f?u)muLUE6AE6ZQd{jvA6D92&))P`Av-|EHu%M*1C< z0jk84@lvTotQ2b*BfB_HdTX*u411cQ#FupJ8zxb==f4K+DQ6Dt9&ir8exk#5DBmKX zM`G_6p4%+lK7`Bf_rvAIm2hbu2QA9taM@cvTo&F5mwcVfQifW$`H~blHU?_2H;Ga% zeS-8hamMJv*&plPvy1bI_Rz~xm#rms)clN}d?B|G-!|uf&LlrHsYR);h&h$n^N*QE z-fEdFkU;2UqSzs}>RtEaQ)qsBZzJ~~Cs*Mspbj9-s^Qt1Mz zGK^f_bX2lzwk-pHxwvCq9o))nXTh1Sanq@q-t{-zDPS$oL&bd+l z1rUpfBj?FmmFBS@wNax?zTu|5E$&(&!Cmj|^wPxN1N0G(vUlf^>NGs|-S`BL-=6~l zaSQ0hJ)jA+ZFitz0D{r$La=T>1spyZ=z%}*eA;QhU@gq!^b@>*L%IP2aRf5Yk)PcwGGvu#?XHcpQB* zbP~W$hB0;r?rZXqN6|k3r+&#J^|pJNOL+qrF^{*mS_8CqRX1Ic(L?X#^U+%~e0Bax zKmAlAK2+8_0^mc{B?ScK<$(RXa}?#d)x75Wp9&K@P}T-3z#0ziRSd> zNIzLh13zP}TXHf+IUotx##+`jqy$g`paQnHz0S-JRDehD_jGa9-NW4VywywVxcF$d zz5Z%h5vZm;LAtU7Yd4#;@OzUE&J(QHxql*S>slF|S7eQ4uqmJt_D>n_F;pkCs(jza zWBqMEvyN{-2f7C7_N+i+Jb@0(h1O&TzX2=Q90NQT$XxCVK=`jBduR*Ra&KB-yX7(f z|KAy;)gA}wfXYx?aPN@m+{eAc(N)c7+>4#f`2*qtb zy?7`<-^K;%KpQM0w@JHVGycm=I_42}3Z$Y%2s)e$ylDY*TLk20Au!92jyfpFi8tQ^ z@8)gEZgqY1fCIET`vTN#4$|fm(FOK(Iy;a@^tge3rZ&gUfyP-HAkV7A0BqzCGJL&^ zK8|>3o;JRErDuTVObFBg8=<%;hMhXoM+kE1W75_5Qx4>I+6fp;d+1T{)r{3l+NCVC zMU&fU-gNCXM?gpIQ{P3mT=US7NFVJ21rKE3`le)%o~~ii`G-yV8Xe_fPGgzN$~M5M zfyB)22!spRkBtJM4DyO)jZ+#sYr!YZ`s-C!H8ObWyI>!UOzW@bE(NI5j35oH15|1N z)EiTX8Tk42alm8-;zz`f?%jbyH3Q~ao!?48X*9}F50-UO@6~QPv#z(U{S2+rsz5C| z8rqlZCcTsvC^fcLt32akZ=12VG01Ewv9SxVo&vO-G-sMM$U$E`b<;Ipy)+y>HXPxn zZEgic>uAo zJMgCV$P~Dy)(6T~2^&Pmby-(^cLyE!)&q3;f zEPn%jHW>TAKyJ7~eBUshH$gLQN+@r$A4eMw1gx2}R?Xm|x1(J3az0OBPd+*u-|Pf! zQP~ASdas8`)8SjS*FsOU0UDHb=wu1LkB;gOGwB=j6NU}t=>iNa$wOP$_R%#5pjL_V z*YPEw8Um8sFDqjfL{>$h2`L105%}dxV#a&?RO3u)-ec0s^xgY_tG?;!t{=X8={2jL zc7@{L^B9ws{0`)+DSC7VhKL?k(;lIRVovA;o7+n4ABS9)XW~0~>BcgkT-e+oWZQWX zP*m)2R|t8{2fx9GXYyO&CFq{Kvx;k*(gyN(X8yl;HV}OLv-@!3Zy(^g3mkQ8B9OGx z?z-OFTL(Sz)f*!Mb!$h~f7GNAPl(z08xdvfhj+7(K@x=H7l_r_E+BOUOq_YAxA4QHD7M#OZ*S43`Cb4(1~^JV_o-N1F^gG zXO8)}pSW7zNq2@i>7e$mn$RD3cYYr|S_Qg+9YH|cOnMvJuho;fpm(rNVl7LEVWv^Q zVuv6*WN{6fwzkEF@ryagsPshW9eyN5Jn62M zu`XI}xtqG&gL+|upLRYS2pt)=K|FX$+-{0aHgaDd`YVYJ`p$zUWG*l^Y;Q92sMjAo z24LT5s1=?Bs{3o+GCtm<6H}lI)G!uu=LzoJ&sw)Y*RYCp90%5S0A1{$23iYkz+zyo*uhQyUmzU$ z(jsXsXa%^p!7*fi7`f5MfnEH*5h&+MAhX2majiWyQzjoxcb^y`CT)jL_Qsd8?E$tM zjU1E6gYoE#dAQSmg+stm4+iVreb_wL96cMXp3Hr1Dl$z3)*B1e0oOKU+_H@Ko;i%188 zCqy!J1A6Zb)DwtsFfh;=ULl$Z80f>UA-Y7Mov0C_M~a7NF5t}Vn?rR0ton8x;KLO| zbPLoS5x|%azM>YrkBo9T>(;)`8b8}bAD?qmb4xF6;^(JnZwKnmZqz9^Oxm<4^>STo z1X)aPLXFM$Qx%ahwq>J)^TV%--=&`M3DI-ifKImv(TbIzH~}`jCnM1MlJ2^73p7Sh zqnrXppEDQsjZF;y3fz_J0-!aR%UtWX4N>owP&)txcCHsjFwX>&wyXvFsE(GeeQN&QzJ$VIs zKF6Nm19k#5Jy!v!4T=C;rakAocP=Pf(nD?WIaq&rjZNk2qUm<`QkNBO`trD&zVPtW zX>FmqQfhg8^mHIO3tM`HJy_8HLHgbQjokW!|0AEz?~paN@e!LT%D9C>UG>Uapzj9s zZ_pr~hz`;x7AUuv+p$4Vnk*wn{Ysq27jEDa?V_+%>}=6-WR30S+Z3$%R|3av5TcEK zf%*W*^#SZ+HTGgc&P&rl=YgFDV1K`3cM0R&HGYA+rmy9xTL=5;hzROMXXL}2P5|5Q zjm_2a4Iv&v+tG)6`CN`o{^|-m8OjO+eXOVpwFUaxHV#NQ)Bpj)Lo|61b_$d^T>yIJ z+NAE-@$nv-RE(Hd*evl%{g2q4qMJ;^&}=4Un-d zHd?TawaCqLb%@?tg^ZR1(O-mJLRs+(wigCWKLoq;Wu41_=+}*hBEWzuZPA{#_wjcr!E|>qGRyI_Awa!N)?h=HU=6!nH-9ok+74A6<+6EadxiXn>HF ziF*$ngi>i=h@PO2*<2GG2Gzxi5Otb|456sVG73MZ&o;CW?k}|lih`BUgh0h`mA)M2 z;3rdAJM+EJA9@!*bmbbN@uh$)pM}Qms;}BV_SdH`{q?;Ilp)k8O8uXMy~bPi3Wcbb zf1F~EXF&6?!=$hHeLr>deQK8EYfhRR=Zt+o7qZAhuhsO?<#hveK6T8nuTcFpBbR$q z=MRB$YAi9CJobGwc8rY{_ot5RObylme?qUD{oOU+Vt4HWJy{)p5AB=5Pkp+QpO;Wy z;Y(Q?p$A9&ED$@v#(c4xOTolD>~64gh(2i#1r)Y$o*4Hw2C4)zuz2J*1DTaTURRLU z^GRMB36*4FYP&X@P1?FRHJvB9nY`U(G2fT7$Kx~4Olk*m_W>WMf!Y)A>f-~2oV92? zaPM-i8pQmfiu-8xAAUM@W`KIGpuS_TTK~RD?@^2WN_{aG`E_LfIB*yHvK8zJra=9M z%*OOKX}3`Hg^ueH%kD459K}Kp0uD{fdH8VH&E>JYIX8(@; zbty~ir~eTzIg?=Dv-qKtF4^F$4=%ZApqINA$>gnDSNQ4noa}KqkI8@^w8?-C|H8S8 z&4zoDN9eOY{S9aB_X|+>aRxAfe3%EhzFb0%!WYvayZ9;Ou93(a+pX+Dy!h&-Uijjn zR~|a_g}*hArqwP7O-eE1O5PC7n;F_4^g5_Q zJ1rE@L2usbqPed1@~o*iv5C1QW+EB}cpVbFeDTod;JW zbz8pnTK!HJC~q9~36v{^N@1^Wyme!oeGu7IMzFYGgsu7wrG3Zx~`*!@9L}>203aEHxJF$%}@I_3((*T0h;wrpmv64 zFgxcLY0sGSKu&BE|0;=}74L+N;d=>Ph7KwJ!NgdqvuAi6sHS*EMcYL+aK7W0XB}lXM4Zz5lo znnFBfj}bqYy(sd0j$AV%&+Evu2eRB5!v4sY_;!V}%K@C1oh1h`?x8m1FaBQ}Tl|cD zzaGinapm99z?wJ&Uu3E_a2h+f%P(^wB40{PbB$fac>oQt%@Swm)XI zNwcrvT!~npYbH5#3^|T-um-Nsc6UZDEvX%#5nB&6%GV_>nyI|IKJVzI(<(us^E^Oj z*-=M8yY?ePu%^SdZ0D%4C5fHL)*IROA#NT;{%6p4=BR%|jpEqI&e)RF9aupvU>T)o zd1z^9e+{kaUd_&!>Sw#>e?rY_G_*4YS#7^r{v{Nxeo;H)V4?%R|8@WU>)IJZR@?fR z$UFwpd}t0dq5bFcd|SuPSh@VK=fayqj5H@~bNTPbs94p`Xyp3O=lZ6&oiXpFZ7vH~ z<3C$>LQOlP)%brtr?=>GX}qnUFy{2n=kk9Q%3wJt${q)T;RN z`ny%%&iH!7)?X=XCJ!wQ?XTm|=sb4D>Cm5N52H%i8HwqC-g*k*2m81Gy#CtOvNLK= z{-Zx)_e7e|(%8NmY0}vlY4iL%S%em|GwkpEy#7|;YtaR4bDxM#2hx0K4m6?FqLrfk zdz}YXvNI~T`gt-9wX-vdoVTs>zn_yUb`z7%HmAS0mYn3b;A6J2|NXjmeJyIZ-tWe> z3y{-9+J8UaYqmK0!8Wb~{rtT-KOskS{Ub;0&GZ~Y&(FZA`F_gO2g zoe`SVHjn>o4lTJpe>U6o4vh2n##;HKsFCv3HvfOW*7F~W8k-~k^;!?2gB8R6(82$s zo7Yc^8q>W0^*uG87v-GikKdU00@_5{K$;Kj@2_Pjv0+_)TWt70w7qq7RN2<{8{AzJ zEV#S-oLF!t?oyS)-6goYG){1b;Fe@plqlA?)3`J)4UODib>A_*amV|f@0>p5{xL^Y zs%o#j*7UWrpJ!V+J`4#(etz63#T<-WH*NYo$9QQw_802ynJfRft+zLGFd99ytubxZ z)`Y$BS--R!&xyXPQGVNc(q?{5t2-E1ENPqX6UaYO!#2mf*wYTVi_cn-{~5ziKiC@` z_otnY)-3B_jJ8iZeIKgrV62>P8}H}+{6t0vBfk9qKYo6R8oPU-ZS3yoTaa3aBl7QU z&^d>L;puKWHiX{~MtqTfKF$z)a~`m>wDQe6^ttadr=2Ym=p|ddw9Ri3>-)L2W+G=* zxoR8h9AjCLFeDWD`LWy5FIM>LI#k+>HM22$@kGm>O`p zkKKWL^-Yx$P^0uZmncVLPRqmCIGGrX`UAR?#jj_tXRN$FFG}hQ| z;m=`}S-=qbKohYDI96|9m;sd%W#sl)o>mQoN#9V3c%(66H%VAgNz@V)k7q zIT+*fNuCzF6G-wLt7Pv8{l!Z|h9w&^t_Bde_L1_=8|Z5Yx4duTc6@GuA2=jh0*6J( z^z>1(lw+GgrIEKAkgO_J@y}(IXK$bhILnhoffm>U(|Yf1mGHtq>G?ZL7wS+(L;SA; z6Tb#T`~h$QU@LVpL79;kXj3Pks2;!u1^_#m#V!4uv(#}QHi-#x=u(_ynI0qYcc5b# zYn7$phQtrz$>cz?KNn{0K)n1ICu0t7-RJKOKzpVD4{Zt*{Mt-l_TvpXJp!l?aE-GA z4e98^=lD!GPrm(96o?=&syW^XGWuhTtS%5O+e=1Cx0zNsSI{bhfMJ}901mJX$o^s= zwG#{}6b!V(h0lOLjOzs5Oy?-60W9AGI7$^Hd;2IEg}#dxj+Sz6Q8Ei^h@ww{{9Lt4 zd7i}k2pjf5vhzO6WvFB>StSwsp2rTG`&uPijVNh!%_=8>utd+ciWy3jeo&&g03AA7 z4H^yL@O$0?Ie7rx0Z@!wP~ePs2i*KRGy-nWzEl7{n;Upj2H<4h(KGOgrocOLqVGq< z$<^PI(>6#cV`6~izv07!~P^*+~WR;A?tg?}Hx3K3N#MXoI%mdiW5&q7NjZ0?Y z$;q8krEgFQFy$o45|SWya>q-K$uV-IMKsVq;5Xe40rYSTLJOw?_Mo$xwBnyoMxw1E2mITL21E?vA{T?Nk7evYI-ceG&d6X1- z15HdbC{FOLUpnxFTwuZ_ia?K349Wm(9tq^7s|_AEK1B}INtW{M6Xn(Tcxm<{S}p(u zI@|-D0Nse24}`scq(BiW(Qd$Ed0igF6Wxd6gTOWF;D6(Gr%0FhWO?^EL5@_9lX6d@ z}K+9%*4z|HR9hclo6I>NlF?oXBP+jzqJVxS^G zi(B1EmQQ;Ur0`?l#on>v9~LEV@Utm@03|&Nv}H9<^IlFo^Xj}2zh<2s@!gHkM!YWp zgp6?mDyB-IJUku!NQ%t&0;>EfL41FWlOIcCWY@?j*)8O;$~wo8(iO%fzwG&!ttjC8>t!jrAC zt(8?~<2w!hgvux*v{XQx+OWPwy$$J3?yAi^bD_T%=(9kVRGIz}2rBcMJ~UBIjgONd zkyXwNC~HSnejA6>XSR?G>?|gNm1enjZ|-ct5{D1 zJ2EkDLnu68knD-}0{Yh~WunIU3v_;#^ zQ0kPh%KAk7b&Mg|not+9XFp=n2BBK{6gr6C@kQ)(63Es{`$VajEnd3UkClG&q9h+V zv>EFhbp?8c3&7d&2l2vv9dn0VMt%=ZB*_mp^R&C})&P%95m zC%?>t+G)L2o^J!T2&AyoTA;f?wY#i=CJai6I~#!)1D|~o27Ea(LdK^8`@R+->G8E1 zcT;3^0(3)OiQ-T&UQTC=mX9CM2k^OEjiBr(Zb)-<@<(=Zb}oFQpdr7NLhm*HhQnqj z<{yxA=M(3ZfpPr~40eK7ii8bFl5e%+C3OoF8<&BkF-|pLT0xuse!6yhU}+B~L1RHJ zn>PJ#SnjD6z;@S@7qQ!LAkRh^wO~`Socop_4Fck%*dI_pUBVu9(a)O*sSUK;01AHy zc&iJr;FkOy4U{tVbA-6(0pjHdRJ93DoNo$kL{IZfSh%P&I6q;>jk`y*CqU2 zbx5jw#K(`8OqI7$P*G$^l&VnjbiN1$+5xNdC+E7bj`=&t-;1bmGw}IYP{UAv@`MtP z2MuXQ+|9iRypZ}dAV;j6sT?id#eu(KA3LaQV&7ozaAJH3)I&p|oS`l_wx;Hh7kXBv zrZwj2<_a#f+ zqlpsyAyy*XqGb%Z{T2Ppy8v=cVMAQMV;}r|J+QsTyl+dK-+oB$zDsX#4>}U&-iNvG zZXGGT(diCnC^`aw4wAzo$lsYa0y{iFoRmwIQ1WH@t103&Bt?3DPLwSjfU^_NNuiN4 zycBl16CsVEB3O3}dLQJH!TU4V^?rmb{Q-=&2-HQy$;sYOXSv`%#LwEkQp_OOB9mXm!G+`dnb4zd+HlBV3MK!=>eg zaA|)tTslM1QwdmcwJ#}BwSI~`d5|a_=t0YG#GlC3->G%(^v-kU0mmE!^^_kv@Sw-` z1nvv8@m+uVG<4C8_zLL-B?|L74i(D^&Xx5*xLk`2mxphGTuuVEJpHtEd100P~{gtC%@D}znP#h zXo;<^-HMP5?;>PYW{ximUB{Lbi8+@n?PC)q{#v{o>>4fefOkF~4{aRzAuIjohxol(LLxq~NEIfs^CEkH}@KiT9W~sqzhKl=b*w0F-UF71%Ge`p5+6OdOyV zyF-2o2MW3y>WZzv&UXM?Wj?*4fSO(=*T0FB#aRrgK#!jhYLp`Q^h>Bw%J@NLcGfBl zUqD?k2l_Hs=unzN(?FartOXSzHLA1%ckfOv2{NDu0-j7xm_mP151W=s!gklGp|9u* znd|l{hK%oKNDO)!y9s)#82XRI6uCqHQm|37^!^biL-X3iExBa~dF2@}_hQ&-A9=F^za97*7&-Z~W~Ru$r~*3R14F6F z-q1zaXbaE&MsLzCMP@ZWEyqqnTgkfIu~S9p0y2;j;qrudSxh{5&L9Ri09#&7J;ZJgc&*Fdj@YlzeqM>=>DWFx z4u4+)1qpH$8jDKQx{{lrvDiahI{__63e+dJBV-}e6@|M*ND(*aF8rW{8Au%*2Mxkh z;uz|ad82{DPX;bO4T_TK(82K8&i>F|42CiR7=6_V=!?(C0H^=430kH@5t20mpB@1v z65k(ZtkE1VvyerML%q$q6DpeU2zibKI}!0 zOF!ElA9-;NAEhqVy$D4B^(!3s^UyshvS$a>C|?ug!<@&tfnMqf zdQW_jBDy$PLd~&qU>p0ydC&yprH3N_j3I~ISxo+!OHL+7t;5eRky9>^V_IUrC6A!} zq1UWCp7G~WXYi@%=;-nmY94ebeS+~-eAIp@GKTl~?i%LkK<+Jp9dn+BLMDB(RAb-Z zQ8HGZ(l7S9MIH=-@}nlSWW;{a98hOufzBf7?c;n+Eze6hU@dy$IdNb*=)>cUIx z?YJ^YLP{h^WbHT!t^>uJLdQq$**wUQqRpUZ0+Qd9+}994TtmJz=nE^BWgp-O%)SKu z4N!bLa^l*@DKfx}AI(UT%Jk35{`>`fqwf}UA3%<6%efmv!`OhHo7d;U{5q4LJfR4n zrWYGYU7!|D$_YIqba}xAsUzv2vg#QxZP_pP?hb7bdGdA$x^4M4rBi8p_8-NdyeS9W z0DbgV{PifgF{B?gk+Q<7TlIKve4Cxam{n-1w{A|e7VTOF8|I5YR$>|xCA-_?#sD-~i=UUk(VwQbW z4SaVwx*md_ZF>agYV^TXIj`-NzvrX7ajgAmNA%?e-7tE)F^YW$^UBV=-4J2CdE|@c zADH)7`ZdO_o{xPGc2nw7m3G7ly#C_4j17b3O98rP( zd-?kaiTO+)o*sMUhTeymtW_T>vtH<%^H-R_J_?G%(%3(L1NH>#PfN%^_Sf`fcR2RY zLGmfN)1G{=guGgBIC+u0>>Con^#JlO@mQE#8H$}66o6vpT8bQ*k|GE9Cd=Z4MA_aN zvcm{yV_8>)($F_BUL>)R)D7AeiI5X5$j5ETM?J|Sf!KL4^?~t6FN={*aa>!Wjz|2; zdZ-ho^u+t!aLM#5RC(v2Or{?kNFO#Fx;!)V$(x|e`wAUO)(O>~TRpCcLa+PeCD*QqhvDn#d9x(QuF^5G@o<#1 z%fdCZjqGg#pfaKVm{)^qKhXUQtIFEyLzmKq>r<{)sWJpgA!w4baE)(XB73*}sd9BV zRE~|Hc*_ShD={`UccL8JA1fE2*L};kbL%SMyfcEPh}3NQol@!xYa!^PjkjfHv1U)qkOasuM#C|Wrcs!+NWf2 z@+mpW_o39SkbWsLFnhA}Ym+F=uEazA8!JQEe`OhiA8w$}qJK&tMgsBWb2qteLjF!q z&1lGLcKW3neC9}=Chr^jFLw-5hesBI11w zHE1VPz9;CV=yS5t2f9~)#y1C4I$RTd);U=U*(J)Z)Ho@-0Ge2?=iM&FwKr^7jB(F# z4e8qp==APWm&qTmA2L6#T?~9r{`fOe_CvK84>eQR=M=fsmHot!B*~BvFY{N%$YHLn zhOK0;_?BzR%Qw%I)_jxg|ayx5KZ02K@CY<2?=r!VDDpE^v>Vz@je$uE zF+hxgJJj9{O!+DBC^v4SUkMF>0c@1t#B)r8=Rg~g1jZ=I@nx7#@n~*SKfrO@`Ay@l z8oVAj#}Hr5SlVA3jSJA_v4J{$xJmyg#Z%>jp}d#{^zj#NDG!BaU_a2D%VynK5Qw}D z9xw>V>KJaj9}l$F%}={t3)DY50so4F$|1K|KQ=JyB6p}cpgbtc7}vtMogGNUK%j5+ zne)7FW}Q$nSiM`Lvu;2-px9{0_|JgDE#_AE6F?KZfDAOPWKzFNCf!;eiWMN(8>7s6 z4>;E1Oi;rV;;FaX>Yh|0Sfwx!i+n)e3IZ{xV*U#PI*Z%ptM=dtqh8QQbmBJqx@Pq) zWY*{(Jb@la_aEE}UmbYo%)LOz7V>1?{yaU|#jN$LzB*uFfc9w_q@OJ&-IfEIk5*-A4=7_tRew1!`t!1P;D8=`AQPDkVZ)0DL49Fo_}dz;{^R0meI) zpVw?aGBThmZsXs67y5}i%$?V}k9g|(E9U=>_iLb~X=&CD*lyS^o_rn2Z9LH0f_!Keiv*9vZm zT?6!Tiy*z%&!lT#1AA`Enx{j>f`7F6il0^k@(x^PpD((z5NrLR6Y2{j#0)g;d^bHd z*n%_>JsCt6@kZDss?G^TPCeE4+@>zJoO$Q*kAE)sLHWM zz|R{Hhd@+55(76_>*aLF2zO1K<*D6P_-gh)0(8QTAWcj%=?KAoJ)z6Mm+#=y-P)P8 zA~p`M4P?}jr{UtC!Cy?e9(c@?Lr&UzbbFn&tE1K_;-*#md+D6cewr^JK=<@vjrjAR z-cb6SHS2JE%%u)7qd;(+psMIVjzDKmJ%FLJws({HekQtW>!Pl2T{MCxt)DLJrJE-C zY96Nmjd~iW>o;LbVjw+84PbiQ;kYrsFJ;``qClkG{#Da7?ad~+W54?}nTD+5ug3d9o0WwYz8MJCxf)-W0Pjy0aS;$naY|x$S*cn(;QxH{&0LKuqM`K0`gO3 zE>NCXbc89gF5(X=9>Z9;*TKBSI?}Ie}%#as8Vn8wQ&5EV5A?AA!G)= zl^g`Tjn9|6qr2WfrSO%YT0mc!^K0_KO6(g!T%^OsD>%=C6jx1{ z)~{;PQs^=X8YWNdT;L#2!?pu5S1(wrQY)PNfbamr$`r`BK(ZQgt~MQ9bYC@BedFw| z4Murs`n|roW>A2hJr}5rmz(rTH)4M#Idu`xS^RM46tj*QVbJ!T+<+CYPWo+eZw|DdCH z_poV)XG@_?najBwKvB}j zPqliG7N)1jb;{RJLuE+-gyadSLW$I=Qijp1BC6UbjH~{+mf(pCq3Y!?&_77ofslTLNVV z&TLoKqFtdBI8@J~w}CX@t7g#vVAZFJ038L+ob8WbUGxecfNE%huZwzbchyHdJ+$}} zZymeGUma3|^j2B3KEgH&iO*pL>FXTPOF1Ch)Ph1KunV815@Tb?M?c<@zks1$Xlv2& zji80#Ty^pTtIi6v8yJ7|dJny|+*eD45%>AX$LoM!KV{5EnLB+VND7)?P;6+6n(h_k*#|txwb{^w=jiv;ld6i6cXREm!BWKfdCdAIPCE zi5uyn$=7@9?G5f44K+$i8E>7w0xBaq!sqzzTXOPyC?nqB z&-}gmF3?|m#0P&VH{MNmo_EtWGdy+W4(dK}UxGTYwb|b=+M8}-88uFe)s@P>v5$odAKzv)79;E&Du?mRwd^T+yQITtqT z3EVwss6|T+0_qOU#pEF9Y&fG*4~^~Op}#%GXYTmYlS123gZ<5J z>iY}ygHPP9fWI*A3jC!DK3)U(cw0WJZ4Zq`E~q6~OIc`IrVuB`fJPrBHum8gr>k2u z>Nn_(h{Z>bsfWA{;_s^1v^###sKM!WIvolqd~8&AggzRsfSS6Xy6^C>+83YCe_W~^Yn zNMB^_a%{+ab1}~J`S|2)jw5CkkAr$+uti6s>v6OObvc+^X?+579d%7M^!1Zo{< zB(l@{ZJ>Tup$7RQ-=obsg*y3qE%b2oEZzG-ZEr8nk^SK_8IW}dhBs~v;QXE*7s*$Gk{)#zW=U2^drvH`Bv2STIjempF@pud%lPM zy4^!Z*Y(sNUVduzfZ}Wgd4gEFgRhRkevk2yY<}ble<)JW{UiR~-5qM5*3dAKbME2; z?IQ7sqfkcdhh6}k?Olcr=aPpi_~TSN_vZLU5f?3%;-YK3-1OW;PaR55cswRRTgC*7kRbnUGz zpYjX($Dh98b2W(L{XpImoPD)&%|JbR&ZNVRnzc-RVpEAHS12OrdAeAj&qJSGuzPLt zTwgyZa@?WJL$}UZoHeGni#C3P&2M{aktjc{|0O`5;D=M_gU_P7dU0m$`4YH%7VJ=j zoQALDuRu?O>A_36>4!WXT4<)XIH$FG$%YSv&ed}DbD|@yXH$C)`pN}Rk_t%m6 zgY-eNNjGEH_&4=@<4WKVtOb_{i=>ifUbqat;AKl&-X3;tJw{^u_Km%w>n zGl!e3cN#s^#6iK@I1u0QAP3|7^N>MEG31nm{B43Ng!unL&oiJ0d7uq-r!iDBwV}d* z8YN-2tGbo*(70deGa`bt3fEnhTSo~VAHUa4-<#jDAw$aSUHoEx2Ozm7j&psuE1 z`vw->NnP`=gWjoET`Q629MN}S@>mXPZU(5a(7Q`KF_&c4R%hAsUnc+j#$JjZzsL`+ z+YNEkR?wQwnBu34rUmKy-CWmd#&w-lW_86kvu0rbPy!05>eSQ**t;>;Ch_H==<8`! z_A(XO_Y)(&McV0(Z%&%yQWu>LoodtVZkpK*`pyZy`szY}&KqpfdgQm-*NGoT?A@8X z9~`VT$Iw5agD7lU8u17r<|d%u@#G(5g?D>(+R;h3-R`1WiaBeNou|&(=C7Z!2Wf9> zkY4I((!{J>qg-It1g=LtFO1!oXW6z~tLccpbm1CMFZysFuIrLxx((&r-Kl}dg0A$G z-7Go^AF0_3>M8ss6E)%^`W$X`)<==V^*wJbe%V)>9rah!fk2H6fQH(cJ=7hu?#cyi zNOAh9Qq%%+#HxJIp=M<6^te;du^YPX_M(rLcvrXhVDwJ$3=_T(H}gZt>^dG7jW5ZA1zp?ikXBVV9j zWxd%vi6hq6m-^(%8rM*xN)I5>gRZ`F zd~pl=uYuSC>5q?(GZT~OEgQ$K>&^9SD0f{lxoXr^H$7g^OA9;s>b^1oT83-M(K}6A z3%!(NZ)u}Eem{=uaKp@6!vd|JC$!Ggw8AZ*(5`LP-z#vvxu}b#j&f1$=cn_E*KkoSXIlaU;hL*C~GL$*}{JeZy+8gQrw5{>y))(My zZxnj>mtC1x7?L*gJJihHSn<#{zqA>zV{3b(i-T>RX)|6pzIOXBUrU?u#+vPoGfmUZ zz61R2jo<=lH(nVhd!s<(w9}tI^UL$s{2cL_yoeq0uk%oo%J#OfPwNEo&ZcHwS`=hLZ{ zz2PzCKhuL(J$vKnrk}Id)JFD3;aJ-k=a|10NxQW~*B~d3w2f`Yxc@qLh4!#F(#^N& z@&Eq2^VF1SrnJ>}Y$bc6Y&+W=g*nzj9Fe@p|9vj6V5%OK$2ONm{5Av`jQAqm5kYDp zj!0g_4*A#Xe_PGoSYo!#;h!J7pLvYPWt+!8KeivS>Q>fvY^aqrAcEN0-W%&`6BqMr zbFwn`FeDUNgoGf25ntq=pR-&Ud&4oGZQQ&ZZ-?CFd{!jXc3wmfJKK9>6+KSE1KV%! z^0yTUwSA5VVrP4ABz-DsbcuB0H$OM8VddPffk$*qG#d)Cq82?wDvCRef zKl3Vx{z7Nj#uLW+&&TXtnBxxG#{AFb(9Yi8sFP&-eRt0D&(773bJhCmT>pNpU9&@F z((`{`>!oi+jjb>LvcdmH2QB_6YP^fGeIEKh^z->kQ6u5XU*9qBMMwxT81Y5^`C0zHH_AFeDWD`EegMu{Ww-vDxt)HOd8`$QId<8<@1TTk&0?1|c^oxY26?cx3t+ju{3JNJ_8uio0$dJbKut)HK&VsG5& zW7Bze#ulU&;)vu$?2v!$^E0tm(~P!bL-^fb#25MJ;|RI#`+>Bx<)QZMzuTsrEw{F_ zH!9Xo8(Z#dU~f1bvFYp_y0Ri+NGP%h`8hpW=sDYLwvC-OHePLbYgf#|h~mwQ0Y z{ee~wYGuf!*Fd$Bxo!O<(3Zo%nU3&O-{Zh3fsT9ymQW;~+u9R=ge7u|Ik){U0Mc8N z+u+@%SY_7&o|L-QD$cvD^68XSZY6V@KXAhrXRHzkmC5~dz_2m`Wy``7uyX?c1GbvK zXoQ?~jF7$6fm<{Ng4R4j%s@ao0zLBqZq&OG(653KGVW`*TzMTXu~4J57>wwPiXyOh}QyO20ft}Xw4IpTLPcnn<$p{agx4Ov}9TZ1wgAPaVQcc$KPA! zAru_rk3);H4wyc00~^%c)zd1uY65@w&5+!yfu{ponBfB?bqqQLS`~B@_%XNGul^V* zCALM$y^lOKd7o7}GoK`$09uz@=9>bidlGHP%U`%vzrP_HI{~|4E;$^nGUORB7~l}? z#gJA&-FE@M$%>w;<^aN3nx~!C2Br!0sVtD6Gu$TMW<4@Y+tL}b{$`>qyBjY74|qy^lvQ}@mbe3paR!Rmp(s#j#1V>=+lBG7Y*rbH9wM)z z+ejdV`+!HZO_eUSQe@cHMCk@>b=mD$8T2q(=BGqSEqCBK&`_-WgY~k;-gT_90|-mQ zX+UwYLAUNeTDtMXXlLx^ZOA0gRQUwG!R$&&a^l`;@z@k61CPXrQ~qcf+M6dI=ZccV zKY6k-JXV#8Z>;_lLVvB{3A* z1*lP`0y+6UBw6NFOpuw8u~Nn-MrxA34nlkL5Sw@30VT*HbOO9FiP!hbp(dGc$SBsi ziZ$Av;yn&XTPm~={j;P>+#0BqnkP&1NeL22ytj6aks{@zB<^=;4+a}@otQdX777C9 zR-+J5yTVWu03p0r(U8}SmAMHtH9%piF9QD6HCZ}!O_1LjLDvGzGj9Q_91Dk@Wfc(V zIfmSwj{Rm3-?JHKAu+y!m|hE9b{#QA%&#Lpesf~2y;G#bk3{**lb;t3i<2kiW8~`b zD7kVG${#1F4+=rW#MqKBK%hJS3g50W52u1H5JKMiPx5?QurqN@0~1tt0zcO z=~!6^EmA%pU86WIbpr9oF>8Pg{lPH@$`jA%J)to%iXUvmuSN|t#BMxubBL1F=p~>! z&@mvFuFwu$aEy|%g`(t0XvPl~L(k|ecDC&=T{ak8yVj2sV) zl7i5ytakwFdj@(6@?l+a$sp!G9lKo0iA|6@`LKBrLn3^WWm@(`xpOv72K0%M5oMwz zd5#|cfROvUw1EDk15a`94HT4GV+Ulh z>1?a~zS=6)w?iRz0;n!f+H1ghw*xt>2fVQAJfMrbF6ZwNeBN~{u;`<}5~HDp$PSzr zx*?x#!1>1}NQJGj@}zW>nX6T+GfoGXeL?Kpsc3@jiEE;*Iw?zp-xW zM+~}N%G0`QKHzEHO?kR|izNBcC|Bk78FjK<+C;8vz71cS+!x1$e4`wn+Jr zktcT#f<~ufst8Y~FNFV{?4KZ(Au%$8d{>yBq*@N1ke*8JCMPUeX2_3u`0@hiheS6cck3I2eJjS&R}Xj5Zu&J=myx{#`#b_tOe$bt`?+3O87k+1%XvQG^Gy#9(=}P zl`a#Z&6#VJ_I}KdI9Na|Hy#T0(pYj3=RGqY`;kLDx8b+P@Nw3(>5d`avC+e$NwO^Z zw7fk|d=!tCe8lHY#(Kt_AGCl*g*bSY7hk|)M=3G4qsw*h<&TUMT8w!%&>C4hX_kr!2VprF8_zUM5+aE~bFen^=^TkX9YQBJ{ zu>)=FvYMyBuZolpev8AKJ#p!ss z)VTp|9+Z1=^pTZH0q3`;$E3I1&+Dh+5#muA2yTT4apU_}^&{j!YbYh0q2Kcbjyo`1 z&JN+8xzXYB16q^`i^Iiz3-l|{p7a5FJN8SsY@7=H%1mD8gv-;p;m~=6%iyiylFGR& z#sbGp42KE}ST%6_mJfkwpG=l6BNOFDQk*2yzbtJCOnCrM$PeTRVre3f#U|5%y;CFa zP5}Bjm7W@3se}&tY{Z|u!e##;AitBt<+nBAG8-80ZeYC5!1(u9O_43H;>6@lpHm;` z^$}_=`ivL)_Nu@m%K+goi`|Hu4E6Y|6_g3o<#6iq!+ucYKpA01Zjn=Zg+s9r1N}s5 zgsi*<{Q>j=>+PU6D+ElFSbP|mBE^a)%OH9Hj|y>64ni|n19~^|cZqW3LhRG>B7Pso zxeTD)^qi3q*whM@2cP*R13^6p-GXnDRA`+bt$RjGQ+(!oGwSADD0dE!Ki5Y}3O0`? zPO@wTYR_l0qlx<~z_d8|^ZFEN6z zUw_CLiTD|LsRupx=M%tRfvmPa4;9t}=pDZjlhlYx)bp?8jmue6WkQZ*d9*WH-qJsQ zJ`WYrH2Pg~X_k)EX(bOL)t#Uj>OsAx_xf`Xb#n@FL|mRCmn>&}mznEIYDxYd=%6?d zWBQhA%&8c8W==dbMURNJ1YqLJQ)G9cWbxY>C%4%<<)n`~(G_Ze;`lK>^6)!V==t)@n`c2SHnAnrFg-VUMOsWaIpPZZ21Y0=$O?6ju zF#DAds0Zc&{grTO(vcX0vS)@VT>ii>n-L2(3eEd_$br;@ue-_FVfZut-4pxiS=Mt6 zs)Kt_YpsEv1knvp7HuJpp@s;@2j@irqlfAsnYCQ`2vtX)2pK|5x&)I$fZf-d44uU+ zz6U;Eiv3^<{(d=)x-la{rj3BkXC&{(0Fwu*Uz5*QLr<|}1(XxeVw^q_AsL}Yapt=& zlc3m~8X;L2Yu6yAFL7ps)mGbOcE^mWsqBQyNHF~3VEJ4Q*VN!{d5J}Q ztTI#y4e^~A#x3(DLb7G0UO7O!QJWgy8k=?_cHJYSyoukCdzVdzRtkM(MknT53G#kN zj5NJT&x!w@cV^6Tkum{ay_$nQiu(KniO$J<_-ucPNb#=btGp>id0&c zEajkaTuYBzDMyS{c}Z`VOq|Uy$jQWAPxg)V*q>5wXVA|$rGwV)J9&*5dreMww1=9o z6J5|h-N&y!Fu&qR9^Mzgh93KPe+vId#;=H(zOSfFtaSr4i}t2eIZ+sDq(7L)qZDc0 zGg<83LmNs?-9(=LPM;J{9@)Bso`jtIb}9R9UVq*AH~mu;{Cn1AdcgbCu;;`-zBO?X zzJ`xi5$dVT ztx_bkXOe7h885D%sbNc?--sh8Od~J%qb~bVTYUJN*9`PMy@ry@CzI2uIHyOY)&a$(iI6s5p)j(C%B=x?VJC7f)F>0!%k}S_b%k! zht#k=k#c+?zhQ2@sJ9P!EjI@mg%#LsD^yw3h%vUBafv?uICLIcQpIItsvN4HDy!Jr zC7n!>k-3tkB>OrW6>dgsRKypW3g%z?Tcm75mjlsdz$5DS@6gwLgpv$j{Xu_N0>Aak z#=fQv=OBlNHKUJ4#`4~`ZKS;HLX5bvMl;uI#ze}g8Q5SE^^e@J0vUk6A7ZTPnV~tP zZp|!6KZ+fnRHI*|zZ*$Ux{O}&2Ybr5Tz8sbwo32_C^NY()r37p<84sw{J`JrI7hlj zX_NsPtjzQW_?8dx9$AIhRp#OaZP5@Ym?lAQ1I1xfa*C9+BPSg^P0fyy&SRmuBJb2& zN&Jvc`{3Kd`$0q0H$q|uKp91@E=q15vK(5q-Pne>E5P1jW^9VYHiyowcCr+2m?&#L z#!A9idUNu|eCpJ~gHQyGCeQSNx}`P8G$Tfukeiy4&u!NN`D|cEs8aI9%44qMb)|iC{bFT375zuC{E(TB{@1ADqw09bSbg)Y;Tbh)T-4B!e!mkaJj!4 z+Bv9E-tGz)SNf{l2gBuMZT9Q6qNE8FBFP1#WFgo1EF+zYWK@FWz8WLDyGBVr_P04-7~;JXo6`G_9Ad~s_5*JHxjsqXF@V35 zc|Bud55oTWc@Or@_^SaeO7p>~G5}hexJFQ4k2x(f%`se`i>c*U{!Pg`@i=uTjO!BAsEX{rU%HcfJ3}GqOkdlT-nt?BDNOJA_LK}tI0Ys0DQWWY zlq7b8P7q3_$YxL|El!eW3ln7a?l=i&4^;_j*&fucHtV_eQH2=zM9w77BXx_s_S9VTWzMHU$u;EV)#RfY)5xF1Y024K zJ0Opo7i4iFW6Z+SxhSv zu1S#_`ciAoBE88MVeHkq;^Tve@#WBnHABaRpQK3TAIXwGeUdCX7%%H3M!w-IeUi97 zR*1bTdHcpL=C+o-9D4dpPR+RmxtTrYs zvYuPnfi7L21^jOx^c*q34^p}1|2(&&12Y(YE?CX{-4qB$KpfDTXke$^fiECIU4dqB zJ9)4Zzf+(I+_t{8CZClB##IdHF;JYF_kdE~1+s7lsNyXkjKCL$Tm}Zq_-~Vd5nH*{ z{Sa`*J>0e)!jraZ0SlN3g!mXxN6wvt;|l`^sq!4i&=YP`=kISEzcilP!A}7FJpe@S zTW6hC&`mo-1Cl4zUtL=UYE`Eo&9>2`PEDXK0g`qj6zDim?K8mCMp>cl0OI{5AGgB; zx3~q2WSTE)^JD(aef7Nr>a0cFTAvq~Rv&Id9}V5bGALE{nYATQiq71Y9`hV}6K+jE z#BJ&QS?etz5rcXF&E;14#3-|V+YSZ6LMSy%Jc+u2SsjW)ZL*aoCRYY}4W!==n9XaT z5c|IX%g+Jar2v#8`I!&nmE|)BZgEd2101Ou=c;ek0OU?x=s%hRabS$~d4N(tAMxp; zNew7m<}uz@=2(PV??buWem}o24=i`+NI$*(I6!la57GupOnNd4^dG>c2G)b-r8+bN zoa1#No-mz}wJ=`HS(93ioAfYGI*rdAtbKquEXxjzJ1a0C=62@?v@pPyw%;~uz9;TF z=d7n*gU+GHRX?o`y~llS-5*)QtoONne+kfp_Wb@PW8`CfOIhC(#;WoS=pWE1|EFf1 zdlv}wO(0O{)L_hEjGYy|W={v?;4Tyk1E7LIm*MEN+OIrmo!=CGj4gf#V!#;n|1j&O z%uqQ1kJt%xBEBU)(g7-)1?Vmk>H{Dl{(k~V%n5uNXjf}{;7ZKpI`jAeoWTD+kPau4 zx^y$^po@%$?l&;!bi9VW1fIzJN}q*(<0Mb9-O5^i0rqjrN8e5I*T+64{ah8wh2g+A zwqRdiXalZuUe@5nyyi20QG9H7QT!fw$C|>>qZ9-_{6}}Kb=_UhZU!1N-(OEwg~n%V zklJqpa)>Q%_rgCzIL{9Bh;E)ScW2`2Y-`{TU5H0w?=`U()|s)rx@qTp?%K5s6c`o! zwZ(w|oq9V^Ls`@6=TK9$24dD1U!P^x>nDI?d`iMzY|yl`}c( zW?*es4G*nX!$<3F_0!9H19aJiAnk|WJXj6=1h5MS*3_UP5G-Q#Ju;~(&^q+*hMkL| z>)&3W$BpjV$iYi{1^B7G25QcWL0aUKNi#GA{@sM9*%K25@WVMkL6S-kBYDu_H(lXomJWxk3j$wZ9|uHLkkK&RfHl`)O2%K>gMsNLz#wqeFP=Gf*2FZAT(- znfmDHNjsoPtS>LRD$m-M0c%-2m^lvv($d96gVMR`fH!WsrJ9%aj`h`Ii=hsJ(xcZ7 zlYYmZwc0`z)Q&h(=!P0Yok0v9D~aB65zkP~L_mjQ2OYtvbk6F@Q?|EV_S8+lda{HE zs<)k4i{T5^@0hjM7w8p;o9gK6Ft(p>^8w&C?Hqx&l>wrNtU_-c`Rv;C9xA6jwAu_` z{lm#$LmUJ3;kqDAI&D&SpgK#??fM2#lQaf)ho6tb&)s{GcLI1yHgLG|qggxad&GO0 z-vd}^AMM6dq$`dE)_xjD%|w$f^9Pc61>eLUyV}O-2t5Umpgs6OYb1vJ<&DnHqPuIY zfMd4c9N4)75GM<K?8_ zft#i$XN{i(3^M$DbTUskmN8i((m;{2Pi)f~=M9lN+Tchy|`-Syl)C^qu=X~32M z?cx}u;}@88Y#q)Q%s3;U&>3XbqCr5^T*-yRx(R>EUYT_jhbk%`F!vl@I?e;Cn#uv{ z;}E13BZ;d}@*BCM=2K{G9+7`;0UJJt?~o%lZUfFqd|bkpKBJ>^H{G>+J8xaOh&faW z)cDyZz2IclS?i&dx&$2v>vtrNyr_bX>arH>akK_dS?pPr95a}FK0E}a-soTtN z6uwr(&PDt0bkWTAZu-&32A%iTz!m;FV_uNDle-Teg4zpR^?DAx7MaHQuKevqeq4}1 zZahhy*$Z5D6I4MZopt7UXZ>intA6lOzY2aD2^CVwE+%cU71$TP)`>L-5Qm08R0Y5` zh1W0C+?(B@;=#w-SHp)(0$m%54p^^&562GxDvRD45W5*ntcBYA$cwpiT)iq?boASv zdcng@S5EfOs>DpLSAqKYlu3I|{QIfpkBO`C_;G8FJ4oy|B|dtLWqe*YW0M?=e;d8J zFt)!RafXk*C{2zZYSw1t$u6w7?FX}#%7E_!>H9)nt4Ll;B_CIyu8rRttRefzd%Vux zL+;y!owfrL-b@`|&-+!Z8@o20g+0eX7s9&kt)c!chMHjp>tG(StnU%=n=1l{XE?N3 zrx@!5u|V%r?l5q^Fy_qItG3Y_F{TIOnemxS_{F#>K5Bp6UqfSp)R!Kh-UR9+^(xhe zan{j8aP0B}^d!vhAjgMu{DT$2>bnqlExz@h?}PV~hjv3*!uLxy($6u!HA|^aoMSk; zdV`)a)ppU7U0ikYJvR-&S4LI!QLmwann+AF*+~zPi?uYTU+je)vCmR(=7z0r_Qclc z-?VoO^snL zW#fsXtBiMt-`yoA@#=A#n7c;Ioxz6mrR(_3mvhvgOXT~@_!zR`B5=$Lz&-iR)+A_# zVu5C&Yj~wgxU*eOr)zqo;Z?6DTCT z%M#$@g^1H*dC3|1iT&L8c@}ap`Q*}T>I;2Mna)5{p=No_c_T_Om%LCk0H6L+*+ZYd z^Png7*JaeBw)HrE3v@yc$@@8>I{<$Dx(XBkz<}+U=aTY3uz_Wp@&OBHu9?#@9@H8; zkj_vB%pPvhsX)wsK#MXRn7J#uc-z*ZBN|$?J8SKe(Nja;dTASSd-~h{dNYSfgUP!y znfrZmS#SJ!F8<%ypqDsJoF?K!yl#l57M+Ab;2`}KzEzf7?!J?L$%p#7fu0B-d5(WK zc!b@);R9JMS|qncv*xkrIo6TNTua&kitf%gJyoe7} zP(gZT22j#c)IjpZ4E)!RbNgQ*F7E?}e?qK11***P*YTBYzv4Uiz$JduaJ`$BfEp#w zQcvyKCP;U6q+k3_58M^MATI0UpC-mzyE9m45`U{%$Dr-x>`?kQ{C6F`8#psqN22Gc zK(3FY`#!+!HvqXlgirkb47fbLHzx|nEqZ89-1v<5(Dt3Zw9Ytxy+EC^C(a(R{+EpL z3ZEMU1UbwFKXZj%!I^RK$&OA?qBKDt_+QbAP%J>FP;LaY9m6=!V2hR*h`#y)^ACbn z#M7cF9KXC}Pdz--O{X{U&^+Bd^jJ<$9W}#GYth&I*%^O38mzfrk|WT$JM+GT&#c2| zjxdjp_)KSf#^AdR87w;CPoUkSIqW94A z=q7<2K#YAQw-nrguR|{~04X^aYJ-^;tuoc3%f=IHL!mVYM0dJ?}T!#+hTG zAG2t;5Ml@2zwK+$h3MlBa}M)!*T(qvp5OiSBlKzGdIV{m%_bf12NfiFaSSzbkD;@1a!}M8dNw2{@5hmEpX2W{ zF7RCn*Cz0*?)X%T<?dr zW;c9wX_G)bTL22qk7iwtuDZAd>tr+I52P;|Lasz|k>fo2(o6b7Jw<(u=}C{+%~=b_ zy6Cly*gL^T1zOBkm4dW+cCHPu=Nr6@Uim853g}%X=b`o&BbSz@KgDMjl%yA>S8bgG zJ7wUy1#~g3F1l!LXE(jo-$Olq_0~qy{MBi0ke+XbJy+8^`LvQ~fX)i_AACYrPWwr+V38X9Wh zZF}~{C74f9t|{fFhJQ0_4(ebodMy7aC_=HRD>in*rWq%a@5p`CgQyq8VBIeG=^J<5 zTE|1@?D5j4Z3DGHBi7CueaX?=s7V7}aNUV|axptOCXYpbMeK8t)3Q(lze6=a{cisX znvZHuIxAxb4fX2+9cnMlzROL2hiYi*Lobc`5TK=AoAh|9S^E=nHu|3{)PXJg*kjVS zJ&B@kp|0Gd7B-{yWj#dS!*@>9jY*sus1@L2BK* z=j;dZt&xwJ(-UHd+O?n0PUCaWUg8T#Cf3r4?`r(U`)g3LCF84{vllr%%P_8sS@1{d z>$o2DpB?CZ0xW7p+7JWRk;+IXKWL{si68R7hK~4Ub0|XUlFzC6?G8CZrNN%yj)#6J z>!+i?1Zj!i*vsRO3nwuybun=*@vxD8b`w58J^ZwW`nHswY#P^yn8REA*6*x~j$P`e zgJwX_Roh!9Lle<;EcBf7OnPlEd94(*F7&;-=g}w7hmATw9X!mssg(tGk?Yn&Il-7a z=HQ=i*-LDvckm{6R)lV3Is3-*^mxzciQjW>bXV&Q@xtFB=q2a|{pKb5%c1oOAw%8Nucn87 zhjMw_$RG`kGU6F7&;< zpsQHdWQy3iL|O{k2Wx{+__b?0Vce(1+7AJ;yzF+Op9 znK?YaMqW=e>&bAlPIPeA$AK}`5qh+#qXt7tmOb#-=s-5M6CGu^N& z<7|nfryw?$v2R$$I-T*`AbheRI$O?l4gVN&_VIs1jWVK&gR!Sq4`2ngfE73*c@aD0 zUqfqV@MP}V7yo+dD{!+AL=ZdMdt*pto(S8?HlCHgLv5cSg4o&K8#Vct$4HCq*t`5~ zMM7<#BZAo3-W%^qI~c#@v5gVJJO(4aNOwe#|9qZ4Je~Ia7u&h4j2mhj8xh3L_TF${ zE~&w`@BjOAe71Km63^Pk__?_@%IjdnOty`)h&BG)SY=B(81`>|eoi$jIT&NrW`|Jb z^z-w2Sir%ky5Z;Nb-J8`(V)U#KE}MlkhGcK;Cv3o)Va3#rOkMI3pp4;d(&>b^7vYX z#Izf)c2x&sj$7Kk|v15#F zy#IbqPpJ(ZX4=O1XKVSC!@)T2V>|BOulwvLdt-E@&AyA!QwZ|k&-Vapo;$&I-tLU^ z&*uDswfg+E)-a9@MSgxh6>`$A`2A;k_#?Z6VRf^ zuxV4<*mjJ2ml(Aop-2cKh@I`d(UsaWaM!>8-4){I*aF+{(r%8&GBaj<+nE2%_N(Z} zlKb0^Tg2Kzkim#A(jEC{W0hwP6>HnZ`sc^?#C}Wvvfn>HHkD%oO}6v?Pn#Uc;9zVi zVf)U?dcu%UWDydA3`TsBe}2wk-|dZ+?`*M~m*ee_yZC?=`JZ!$&E{Z~>1vz9zy8hI zXZFU;-nQ|6ZeH2#9R45H-a0s{tb4-^4ub^=)&vsV3Bi4B+zA$U>7-$R;10nhNN|Us zgA?4k)18hd9UKM-?(VMl>6u$~>(=+pZ@wAw$Ewz|&)RD*+o#U^9;1tm^;}Nqemr9RzYFL2 zXXon3vCZ~dkNx|(=6wO=eDr^x>-2l2jkRi7fBXO2Ao5OWqg&bkevHfA(#8oD{`d{O zqmT$B9Pvl~`CJ0%SAGG`meu|mOnoRj&N}XC^fDnaNHh|K{G86O3Y9TVA7vfefw626 z8{{VbV?v^>euM~OV|{PDM-N=pFY9`!;$_PiH{G04y{l-rg^sLOmCnb@K_Lk1UymedLsiWsF73TK(bYeenf$8S%n8*VFi* z3CTK}yXGuo+*852jxLNVh!f&~*djK_P5j%0L|gqF5yZy&-gus4*H*C}8^Qm=5r5>L zk291#!6INHS>@}U=tbJh$-3BiPd~AHuywpB=J#`ReNN6AI>|cLX~r@kF-SD>^JCAX zPjBL#b@QG=-Y&d3>&9!XDP#O_IqSxAB4#Hn%)0S{*aw&VV;}tQ{CHO__8cL-{-j3v zvXPP=ui$q`*8r;5I&CrqLG*ncsCM> zWCPOh1PLkt)T%H~ek}&{t&BmgR5Hk@n!vCQ0^hDY{=MDS#&x{rZi2E@88VwY)_n+p8`jpi7q_l zwGHs62|y5P029oqpvw3J)yOuWRwIoP9>x>mgN)LudYat(3aspToScHPV^DUU_<0RT zs1fMY2A~eiTQiWS%mcykY!B4ACUBG-P@}{HEtmr|5?FI#fB?MC&Nx8W`T%dy0fq2a&<9inhRH4R_7{MK9_P0C@xT}Q zLaPD1u4!eXys82Wz8>@sz%b7PXL!YL*#Bl5WRkJL}87Ir2&IvC86w}00Xr}@>)d39z z?)IcHFaYNDsUY+Qxq)cpG>W!;oRn;fA2x>)1qy=!KvUEplU(U)lCIh~Id<11rT1a8 zl_seSB;^j!AIBLcc`(H!CxEd}9AFZk)~w|hsABNt0egUaXic)Rn@M6@;g>*HJo1~Q z$^-0g05-k=yD+~>?SMC7PgkIMBe%uL{Kddpeg}?%FHCHMJ+bj;APm2i1QrWqf!;JT-GKrkGrO!w#@d>s5$D>QoAZ8!7K3wUvp_Sj!-&p6@qcB` ze!wAsuMX;GkuOV9#WQ!Ze6}P=q4M!U{uR#_aZ-SFYVZmA7br0tnDfM%CV76IbpYxS zJI*MFfbb1qU3{^tF#xzk2a_(@l3|^2RnK{jJ2)L1M z6A&MCuh0jd!0)mFO*zvHUvGh(@clYnfRy1Y9X)_4{s#5N3ZA$;KSKh6S{wMxmezX%`UuKlqi;PlzDUh_~#Pvd;E)#(}6W7~Zf&bvY4#4)x z0Y@zb4aub4X_Ea$vJ|#Wl$UqRk_0rWvK_X@&ZC3z4|G}H5$VpIN_&P$t!W zj2#aXw{x%)e(<3OK8;=uJ&n?>9uTaH7AYQ-F0Y_QdT|H(glo`5nM~4t;Y* z7g(erbS{$}l7YP?NW*IJl2FJj4addFZ+>xN>KG@vivd5|Ws)M~o*^g61FXwF=D!l( z8;b5T$TcBlGUWX&puO+YWp$}EC~cA@Y;A%pTw#`qP+sJv&iDg2tM{5by9>DaC}=Ct z@d$o%kz7>DiCC>~l+w(jtaG~LN==beC~tQ7ndLy7Np6uxN8xYBG~}N`e^Q79=Vi{h zfTEErx7zSsHegaY$*ohkN$#H=;RlH<@5tTf2s*#-#% zTIdh#u-+ttG@T0Edk!#YpoUkr8bp8^wzU|bBCtp{o-}T`mnO|dB}+^1cp0~wI!wNE zz)ySGlhgA7efviKe@6{{5i5?5pkV;QyYnirSm2-YP6LOfJ{$l>7Xm!5N~%TfJWrP^ zJk@>OgG9-6GRqC(Jdrw3x+s4C1_;}2=t+JDN(!Vcllp&(`d^yyT<=1a_7qq&@pJ<^ zr8U6vjzy+PpXtf6DJfpOnB$`Ru`;bSP&lBO>w&edxnYnq*MSk=F-QdP>^5Hv&~^be zuf_O4V_Q^+mHs8MX#wEKKsk?mHpojL!0&+wzvBP*Um9fBJA-tDD!~lBlne0NIiJ&I z?4)Fgj55pECs3laq#l!Z$K&I})*0m*`QDir@kiFogNkSob%H#RYbCjp*K3Q3&3LoK zg~Z8^W5fovBd`)rdnboCy9~|28mJPeeT+ng}^!Bd>u_9^bOAaP4b@Fl^AJ~Y)ed%dl3FL)F_)r zvsfCv-1OjP$7mEd=tqE>sfXK-h-@S;u!PlF!qak2C&TeKu4T zbAjzLj~$V*QXF4-$@;#9n(CyzMM~>Z#AP?MTfKm@=K)FyRQfm8ZBBNc=ne(W9oDo@ zZfN!FfF)O_A87~d7zksPLHH5ps!N<`IG+o4dxDsG-+2Vb>VO0X(O>R}mjg@VB)K&7 zUqE{+k21*M5(b$;zc=KqUdlh!i_IOVQLgD_&JDf98WoQ2Pw3|VOx*EiDs-7p(>!tfb;I(TQYo}he8}-uvs$K>_ zi{im~Px1R)C{Z5F)yvs=dRYQBiguG;ybkEaXyCVay=;I|>}JUfsR5L_dlRVQW~9jT z6A6+K1eEp*_8ts{RVnh!ZR(?$nArz~1->y53ELAZtML&ljmK^a^gvp@Odq9}(!hF) zq0=B>yxM)dp2YSq(&TB!csYClDnIhp%#E?41DbxKJrMo|vGTYs@N{Q-_NGAV+X74N z1x-l+@sI8MkERDT(tjh>6PSM*G(~3(^6aWXwmmZNgnH~!h&6Wvwp|Z;i&7SG?w1Bs zJ4xQkQ=d8NOhQm0Y`_RG@F2w2Si{f}ST1S~YUaFXWA3KcFwun)du)-7r7e=|lq}J;;^aUk{elO1syOlT6!`2#=8O#wk)tOA`H#9p9=t~` ze#f}v`Wq#TlGBmc0rGtIJ=ADWLYbSJWjOuj#Z$yJIbtQXXsbIh*PH**qrBt23NT74 zwdyoAXBD;lMQXK3xiTOORHNf!)5vSIAA9 z8E;=_s83p9m*zl}g}oo2zxBgr+E@u42mJxDUvoKe+D$LEz@n8Son+-C08+0X5R*XAjkPZ0YVc_=h zw}8_#hrT(0%KJbq5eEIiV1v9Fi+|3d=0zFA2l)I|YU3*EVm#j!qBbs_z@Crqj!`#T z&7eL+690=0QgJO53cDDOn%NT{_lDM^4!_%Q%$)g9pg@Zfzlyj=r#UgulEne{KZPwh zW+LLh8=4t(+`o_C50h66)Zj$MKEpUSp=f!}9P(4=HL-GGvPGh1r%98SNiywQyd0}* zmND$7=LDGK{CoBYto`d<^flC+l!5eWJ=tqCg5IFAQ5xZcDGuzX$QhMxLv7L6BICBE z$*r@=^67oNTo`N;E%7kJiCl?oda>5_toy5byt4KSsEM=qzJNVcVU6&QZukbYr)7>= zr2b5DP-FV{4e@f9-nY$ca(P4G>4l-J`1a=<_A`$$&mtUoy@ zH{ZV@_m{_~1_lDxCP!Y(Mqj$#B6XXm%Z5QIGOc)`6z^jeo6YQ_scS8W86&lCTsZqi z;;0b&u!7XC_SK;HsKj?j`Ks6zUEZ=z-?p`6=%SvpgwD4j|qSe}*!M{4r@SR1uq?z1TpU zY>kyKd#H^kup_^f$Yjpj>85~AN|Za&u0%9kS_BorOKhRiBgYVTF0I|fHl29 z&Zx;at4Gs648_(XxaLGZ)rP#2V?ER}==Yg=;6;6k#P6>Y1AXz|AB9*C{Onf+H3{|# zW)D`&-y)H=sZbM{gwL`7y zOunjeJVWxb-}D}pAxr8)OMw1`r&uKC+f*r>Ctg-eGD(XV_N_hsq}Qs4pR9fY71RT$ zX0T1=7f?%K=l0aC$GO>q{=&X9KfcOR8r8f1TzV@Z>@}X}GgQ|piTlWol z7C~izt|d6eA1PLd>nlasAJaEX=bA~O>Ri8QK<#WxU&nqiZ-1jiPKRcb{`4Dq877zCRk8P~1D+{e1^m!wGPX$dlt-n`FD=1Kl>T?Ylquk>f#$u%vYTydth(Z@BZ z165WNsE>P)zXQovRTJdvl{g9S0<9Et81Bh2x#(f&0ehd-OPw_85ws|akZBpvdR(WU zd!d)6QF=*QpqDoEcITl*8M0h27WyeidbeZS^kTP5FIDzHbyp@%*0S&4$8{^mOz0~k zpdsZt&eE6c&kI6#x6UHVol|7edb4EbdSK7}Tu1RWNqR$QZ`q4~=ekc^DU%!}fBah7 z1f7#fY|B7>$#tO5Z`n`Yg_bA<%AH;8Rfc9rFKBmGlLymt(obhVCyH-HvZub^jB8xy zp~6`O)#VuSkd7W9*eDCQc2S4d&dAt6qj-`h>eG|-zz3FWpf87RrHS<#5cHI{s3ZHH zC5sz5+J$RcPq~)VJl-Vv*o&Uv8fC<3_TESF$-VS3JGf@Bfoow=>}yA}zu|lr*yp^P zsF!NP^)kXkFQpnm&sUZn`Rxgbn0!KhDG5d2FulAde?I@7E{DFP%Jv<};tHLYnY?qW zY@B>=$6S_D@9Lr_v2cj^7(tA+CTEVi4ht;CXi)~BM<{cmp6&4_@AY9HOiUj~w>#{UqR2&BXN&Y3lqM(6 zB}@Fb1nHD)mQh?oNvpzjxJ~TCSi|z1ry2I?ONC990gSkaKb0JTkjscQu0!Eu0rY58TlSd|` zaBF`ekX*hWd;%B(u*Sp=Kz5ODK%!O%PmJbvbrUdvHFbb#aBKf1pe_@+Wj&xYke*Cn z-&cV1AS*5bC%Fh*>Kqgsr+}2Ca=SUuj;aTMRPBVmARn+6Zl!Mv%wq5{p6bc}?%f4` z13csh(2%oFfK1#2l5v?^?a{0FQJ|r_fmHPFroJb+sqmTpYWU+ol|3$4xoiwkk&#+; zx^k#GF%EhW=nCc@4pq+$K-;-B|HuuVdYv0cP;KBIZGdAlAGeM`5M2CJ($pZ8n4(n+ zIs-474lEpq*%IK=olk|THFuy+;8yelHr!VK3%AtUp+_a)qTE*R3*4X+x5@`B3RNXG`2*C{F@b8>;t-Ycf-#um z{oPQE+(Lisl)(HV@&c^^F3}B`R>P+}&6W9Sp=r3s>m48|V>6+G;a2}+z|jj7W39^q z;b7j!m+>UjWN!Nhs_qW7!WsKiK&K|zcycb|xfl48n&zw%{);bGU=4k-|0*E-IUfT@ zU=BV&Ga_t(G%@anf^3s=z)5jP9ZKe|J}rP(dU`2CC$y!Ky~h5Vgw(Y8zYpOb0|_ z20ph6I2yiR1RIV9vQob$kPgP!j?I=RAYRDL8m?+_3pX_nXyvbIe(IOO(7!AURwuRi zZF}f`4)Emm*Z2X)=WrnA(I>wnu*lLt2eIp6eA)FO^S=yL#dA+}DaJ>Am>!^(mkU;B zFNLT|_^VSv;EtuCSHS;v;(v$p0vY|TRqKGBwY{NLeSprbIRdTAcCC7#?WBB*by43O zx~lW<+>~cKU)6b0fI9v-Sm~;3Rpp$-!E)k@IR$Be4An!AX3VW65E`H^8=2Fm&cMa` zl8@ZO)Hx6QqmP?vU(;Qg#(S!?G#^#IO@QjXBS`J<7NQPAk1*krR;@s{o8_QU(h#4; zq1!;mFVKA4CgyTLLr}>~jO>SIDBM-OyW*}kK{ci85U8@P3Q=R)0)N4en&RWnS?}sV zd;EY}xs+nP&@l(OaVBz%_f1LwB`XY!6yG?}xR)vdB+&uiva<D#XTe1&+&-^9<*QuPhH*3^SjScrwYI}eReHE-4 z_t&aSa?$?%&`;s}QyJrC1M*&LAll^d&h3CnS@R%v8-`z;k5pl0zUl-Y81;zceMjJUHl4P^?FZ$GUf?ZpEif6$IvbPmJdp&X5=`= z%7yG9UWYUy#;cJROA?dhvEo3g<~&8Z_^7%I{MEn}LF(Sg5Y_GpG!DdVa4d0}0;NhK zlr?&MHHO%VhQ28hc-&xUe>~8aoS!qRCTL!!g^{ne61%KL6XN_L zaj=*C6Gm(Y}HFyRz5f_{w}oKJ`b}TEwZ%YgaYrkeiws3bhDy3r++5 zRLfI=${+fyL`Uk;DkulA)kxOMGlM6pr(&8{JXvzzxBq}gSxB9ll!R7=RMS#g5IiRCn#)o0tX~+ z2OYvsSeIt_mkrT7`5zjCA>}w&%V~cXDfpM;(Zu5F=B{UApfix}#1~{L&vaUm?vYz9a z$546<&Q;u>dC#N<@!g~$)FI~7gt)DYU39U~H5eG<1dzp}z;q8nu@b}aJIU``7Y$#QVD+d8Jx+F@eE9d2C)7)C>Ki(^uBFy;+!}PNiC%jn@hyDn z<7o6lr>XqbW(`yp%gCDxp_}3NA=8-8|Eu3fE%A+Q-qdze6Z*NU0xdjMwR>Kw5ir-d zOTnti9IZMq0y|JEU*LN!iRF!L@Lha72Q}q8pPli)@s9X@aq1T9YnsJ6VuQ=*p_#yZ zh=Dq+MPAlnr57++*7tdXU{w&Buv9O49{hIIbZn4_&z>ho{7#KW+Fb-zd-hLiz4_Sf z{66fB?MA1t#uE)y=-r$G(Fy3Rw9a>dLcH z9%|uyZ?&e8zp67KNR_-CqJ~p9rVN8}iQ2i5I-ZR+T7*C4{s09Uz0`9)zb2ntIRo8E z67hmQKY*sXa^6Qkd9BnaTY*q_>+Gc>>iDSRQ-f7Gdf5`b#K9r#{D_{K-+wIwodZ-C zD=I*9P#y>?pRW~x(f~bYeJ8(s2vcK#<2ORO4+iGiA3Bc^#`lFrrJqi10Rr0;=%Wi2EDVp!xXj9{j~)Gn5SbfdL;Qma)H)*H-xM z{T=x8Mj+{{S(7V1%JjugZGbYX>ssdOL#;bP9NZ&Tu-`=V8*SGuat*}as$zn97%>#r(J(W*S;mpcup?_+@1qsuAw66Vv?rprL= zIj%5r8h`QNyT16)TXdX=emie_sD5ueRMD7lb%4ip$XZ}T6AfrQx3qBo7REy zgf(3cO^@veooWp=K(irG#|(n{V}MSz4dobrC`X_QXyc+&H8XpuTu@#Ob@fu~yuDP( zhu+F_S&+IskG;bHD6`_}(_XQ!10LQ~qf;00nco@z1wM0wbL_z1Ugv;f=Myo<|4K2g zE#vxkhNcA=y$gQ1m-rZ%Ob*rnDuZddhoyf-a3`coTKsiK1ZM^iGiADmrhmLLR_waI$}AH{@--!+a{fQ z7LA{-)u{x&@3$4&AO3Ti?+a|usd;=~ek2;Su>@*EdW%$Q={<7uxL-rnw(dac z>xHUD6`+2gXL+&7Rn=(au6jgzsR~DY)i8RVz0-r0o;_GI>h3&8dj6K=m`?Oz-RNnN z^BtjKpl3^VrY4kU9rFX>|4bh7^&+==LE+=2UT61FuC;=dkei)YlR1U474!#j9au-! zG98%vr{2sF+k2A(kG5hx>p?5Ry51>^uN}~-3arD<&3v~)r!HfQuh^;s`x2<#$u}pSdaT_a5qAQ6J@G z_E*`UzB_LSQ4hXAX*PttT_mt^Z1rU#%pm^ov1D}2&T9$$%n=HWkHkuG;^R9$wxJhPIn49?n$Buum!4`gdTfsKRLgro z0a3?SIn(2P9L~O_Dz$bjdr$J$4r)fvD^R-Lp-$eX-ja*X5ZC9(E#=53wfOyP9F(8y zp=ZJOt}ljKA_`xckMH51&5+CZ-zt1>5I!5R6sj5gN{em{hv8@Ve{i&)8aO*ZRlX6d z)(nNpl=XhyhxpOa?+qoEsE^h@vF31kqrvz>D7N&XkL($y2DPKc?RHf~hR_poO-CmB zE0Z}$ExQq-iu8fzX%kd0C)xYH!=44{L&{Kd$=$P%-^+4cr8snXdFfZ#OZ!uYc06}g z-5$HCUU43(Z9{Km80M!!E(NNb)WB~^Go(^)UT2BzdKm}TzBcIFR@3V zua;x@^e%eyeXeTkSvNJTk*6B(?4wq@`KzZ5gP?y1QG214?77sZpPynITtqc>uM`4RUdbj>>SM zlWN?(ySlQbuXMD!&u-1rMQwYy&;yDCkPaZTg+`+4K`@jxz=_ z_XzcvUPOogtf3xxMALtB-j8{8%BukJR}fk$UeD&ER-nfX>azJgwc;tg`(6C(8uS#@ z^9M*S^v=Qe3y=~>vB#`EeyG1itX<(+${FG;fu89ob!`{Dn;&)9mD<*Y{iV=%5sM>z zppd~<)*4>~nMf?u^B|8yi!!V`b+;Y9NUvcer{}0lp1eqn9q9punYZfuCO|!5-+!9^ zcdkEs!db-m3h0B^(^oPtD^*|7Rn$6a;)2=iRmR|_VeBD2peHl9L4)d{N-TncnRQw6 zz+Y9p7o=v;V-Kc>E~#QL>19S^JNs?emh| znHH*UU8IjG0L2*p`$C@6WADXnx%P+r;Qc9bb{sw!)S4bg(NkCLpbj_eq(Z-SSN9+H zRf`{asO3g)6&W0$T-%4JEl|b=t%K6yBQ#J>oVzdk6dk#AICH_S^~RDvN8?N6g1Ol3 zD7j$wKzfp2I;$}^x~q|Wd#O?m?yBe`FZF&|fQrcsQJ*eqxz53L$Nt1Fak-TkD?@%8 zgkBrS9c?>O-#gP^b)z@x!}TdQa*sRq#1C#^Gi(334ByZQb)pTv+ZhVIy7a~NPzybF zRSuEfYTqqCm0TfEih^*%h?Y{l7nI&ajoYHI*=#U z)3v;&fflNcY`3+U{477joQba^Y$0^VdTUS^~lB8`58W)(3sxL z89P^__b9_2B0q7=d7c^jsT^CNEAwIg&|>>D_Z^S9{#cXiBb}gXV~+QkV*v7l_qTg+ z?Thc1vOc33w^e=eZEf~w9k`xg;aY-*{t+A1r_X*ELR|=D55w#H0D4|>@GZtjA=WBk z%X_S|x45bCZQNDc>z?XRK3_GyNq}BJ^X-tI05r; zKx`2kZDR#vTu>|A|14aOB@X9(w++F^)cN9mmAD(blmML2Rt= zjSta0eQhM(7I(|wJxY(wi>Mx)cu z>y(PVUNK14=vR*?-px?fakFMTi$!Df)n?sz-lsLj>r=9B zyvD@pA(eIOd+?6N7;T?*e^yY!MseCb__bL|bzLB8ZLk zz44x2W32wbC(HbyFaEGLFze=1h56Jkoptu^LR|HF{fB&|wD+;DZxnWlK>oeH?&zD)#(G{C#`$MDFXGt6 zf6O(8W22Fu*JrLtV+_vuzu93|oW>Yf(E8thKmY9X6-7%~$2g7tCM4_TlEa`emUw7g zCmY7SNsOA1Xe0s=#K!vGc>0vaIBlX;hyVM3ImtL z&&7`%@@cHqS4e6}YG|2E{oy0b?s@jW}Ur#ZfJ}TK3m88d0X$=uQ3KKwXWT1Y;8ia&gKotg;`M>WO^N!DW{_+L2UkNop-YQ|`c9+R`qH&?PJu=LHswWOE4 z|3@Dh#r%G5u0zQy3;(!2bDFVCNDLB<{QTG!YtLCI>*l?Vy#0E7){VFIoW@vZZPty~ zhP_(BE?GC;_S@8VJ8KUAcYgffk;d4(r{AB{C_#fP;_a6%LBMJcZH$-x=b+^P_Ogvz z$7gc;di5kA8wQ}VdY+7F1n!am9GctH`<~_2Yi_q*cPCa-9|P$C()$Tnw!kD)f%eV< zjxlzjX6LEkIeG>o0~EH;b-m=cqL-MfdI^UjrNA4#XgGE$kk^1V zJVll#{U#0JN$GD>WY>#CG0x#htR7~u42+X|H%t;U(Ih*1K;^=1@AcZ6B#7Jhj{$A4 z=N9wr$C>|JppU>Aw+!R`_%vB+n(UY-xo7UBv41Yc<2}wA;48S0LdB2ZR)<*^!*nghg^$I=T`rYJb8FR7_=(gfsMB@ z$zz}uOFlwzk_yyeB@q8mZr=y$f2$Jk({e_sXa))q!|nVtfeHZG9L4SM3%PYZxHZs; zj=&j!M;N`KUI0FEGXoeb=R5iocq_O6YdF3GxBag(BuSrP3F0vcDhcLOp}I+~qw6Ff zd)2~$ZU!(uW7q+?NaeQu&jWyY4n>DiK;(I!8=YeOc%rvEu%KShgmeN*(2S>{H#Ewg zt?5#EOPY-N4#eX^qO4tDmTSkMA#vsjwby{6Mnby)#BEYnU?v?nS5xf3+W|lhhp!B?^%83&GGb1eoNE zr%5{Y<-gcb3nb<0EvQQl8)eRB?9vp!WDHwJ=ux1$nEx5t8DJ;Pw*gH6267LWO*?1k z8LC77vdApi{Gn!&zss)kEOu`y!Dwb+$&o^WNZZ8;}4h=LlWPz{Ux*qtI( zuOv#q^?2Dm%?t$wPcDY;!}BiGE_a~s0jd*s2$&A@o(Zhj-oPAZGwuMR9A~{Q_Jg{D zr=TAm#uIZ7ri%NmB)RF8Afut^SbQu_Ha#%ONT^$!M+1$S4zzb!m{dU1wSpT*PB(JSa{nmowF_F?g|3)@#Q zm?X2JNvftZ-Uj9q1x*lsZCc2>E;GuDrNCf_?c?Kt{NU4*m}e$W#$NfzB4f(%)cBlf zaEV{#X6WJ@;NzzwH$Pir*lta{ez)w!GE2IyM9Orx_-j$ULio3(C@=(i)^;D z$l?2Gat%6@W7o_weJ${>`jR7wd?RIkyHPLmW*4 zCbO|8Pgm z?#IjbWo9|MJ5CBVijx?-IAFu%-pkOsP$LSrz@INeE5Z7VL|-fP{84A@NnAMa1Zl@} z7CFBqT`oqYN_6&QxlkcN$`m(?CsaYX$3eA3?)J?=-i(KmfwgvEJvXsFm%5Svx&UkH z4&=BOu&=9WQoTirlub{NS4FVlVe&^ZbWHe{KXL8LeEU`bc1A8TR4~dfj?mUP0B5fV z{GIPJT+(HG|5TaTAW1H*G|Q%MK#a)&LoUVw9R=>YJ67DbKq0mkNH_RR zzzog65YGc0>~zE+AA!(ze+mp7{~rSMtqn9h0Z;>^IK|8UP1qH`Z$&&v9;AVq? zL+CmjVJk@||sQH_8Ig%|+>a0nU z__t=++{Ps3F9Bf#&Q>xXa5A904W0v$2jZ#)8u>mu@VFAOQmqmC^uu0*fw|@cCJXF) zGtl36H-N!r8e|2so%g+gIHz!2`VWH~7?>ed6~6byB9fLad7mdqAXX;gAFoRTQ!GhNUy7Z91`nN!jpsmJ0JO9*`R~ypo=Uy~c{?gm+LQWDF3St#bv)uX4k$CSiTCx!kjF;>nH~zQ&cIl?3>2^%>udf*jvH+eUwyhn zOiU)1nx#8E%z4(o!+7Aetl=rvat1Kmi^YHkJ3{Ty0Lq1Kz?gpp+BgFUJ@FCC*qI}V zp<%%N2Lam!W_ZOHsvg$A6%gY4J+a@;cxk#ZPTCT0x?f_2hE&!S2d4jBFFoGr6t zTmbs|4SKu{eD}Nt{?f-Fy!xr=zN&`a5^ zdNCaVBANg-3UJ&4z#=~u%aH49c*=W^ba~w}MV5Och|VQWd}FB-m_9mHS0R?(PGfj ztR#QGjFq{o=rgh5qfYdi&0}SL6LL@s?AZ>=5^UKT+fF8~TC+ykSc5O=K<+I-nonbw zi`ap<>PTFj|6q`td4W&^o8D3n`XpfIaaYr2?d?>_Hz7$@?24C03YhInV7}CBLs{w- zdEg1T<_q&Fcm?{zOeh*|;x|u#*?$2>pAV`7JEKh4kt(}3B}wL?IH^_y*eS<{WvAAh znt%^h#2im4cqyN-kx0O zUzGT&PG8=UzJvcdkawJk!&q|ZCt`KxR`w>27N|Z_W$g>IWb#`YbDr%PD;?{SJ2bIk zPuvVej+O>4Ux`?#PoKrQ{uanu5I0FPfxMCzN3&in$)k5(Lo@Z!AYW~;HF5W&0y*9p zssgA{dVH|R3t+WhwpnDDU79T1X_iV`py#_w&055sL<>a<{;{GxR0;Tsp>wQ^=|jv0 z5RXGS=PY3Uf-Kg0*ah&DUc8&#$1! z!``|Q*t;TohCP4MRovJQ^!+GQCMJViOfyK@WoV3;$NOyLAzOSe#2^KM+DD8uNTsRJ zlPoldJJexC$3u@a1-c{Z zCncdq%Ed9?p%_E1Fc-VR?D3gTTjtZAv3}r>19a^5p+5*6MbE)Hlv@E6!ft~^pD>8& zN0LONw1ucD76UyP=28h?Q69oxw#+o&!KcKG4@_kS%;4dYkJe_`;Jy*#0tmnBEq0 zWxBLnm?BfICdd!^pw9F#Gxm|I*{^KQ&NTyKG=4w1Y70Hf2I%e(f8IwiFI)UaGQvBKj>X`>Upv$|ICMn%hq~_ZMS#zKLfW1kMH$ksU^d7sZ6|13QT24OV zH4UBG9DJR@JcHOQ@R^pErdIW^FbV5jRnSr>dihP_;x1G(;MvSglR zAJ1NYLMQSMc_<9MLU%wJ6%DPydi;{{bD;AwJ-rCEH|aL<{01s6a(M3(8DhUZLmrLI zkZ$as9^bV{?+z9*KT46vzGmswo@)x^^=HKH-GcO$_(_e2`1w87jMp0IdgTM>z}~0m zo8zco`>8p}#MEA5WK3UdOrNumxai`~9)UP}J{+otsq|Y**iT#61-m+zhxQbi=g74f z_9v;-6<;U%!>06c^q^MCuKwhb2jhvC)zIFsSIwXf7N(CZvCJe3RzSh9(j=kmx2l%K zN0ElacO~;rPF5i2f5jUj!*gS2~zuS0p^LBHrSG+ictO_ggI z$^82{ z%TD^Km796pu9rPfqmt}v_z5N{)fCE@Qcx~Kq2iIxB!_aCB!p`}w|~&9BTYWB_79-2p=aMqu51i7%9I@$ z(kVPcnn7DSjX3KQ%f72nvb321wV}Zz`{|879HlR3e{xkve31L5xIsTnO=`r)*&xN_hf*m%lpkCRhOTvy6=tL7`zq?sJqT^70-%tLXOAjjo{b+si z4s|NlIaX>nBVIa^(|j0r1k`-gxP)U+`HhA;w{EidR*9EQtmXCv^l0_DenUKd{6an_ zKHGhUDv)@;nwNPOA>R|D&C3~OGVykieq|xob-z+K$6v%xiHip0m{P>=tL{+$an7=B z*(agTrB?J#$Z+0o<-3;bsb@p&TJteJ|1eb|1}4k7feF&NqFGvV4JUtXlhiS=2cw6~ z$yy%l%JoFzxhA!3We5C*I(Gyg&%=7VKqEGuYjM4oQlBJU%5P7R`p*+&$Pccetv1O* zd~;qO_UQCjFR4M5ux;)~P@!PwK=N6_cWBF)-%{rH2Q|uMpdKTFeAEq|R&3`QtRgOH z)gIsg&49rs067?Z5E!2cctax4g(M)=Krg1maqGFBC*T5In7xNv^tXknUEB)pheQGa zh;If=qY=~~+|r*LsKBBMKmzP}T5maSD|diO<#!-+mw*f+L5Mw{{m%nsJp~*k8Mx|E zZax2vV}V*^kJc(LATkxF0z=}Q&KH4GKjzl`*FdV@@So?v4DJFa1{!hOz!O?I?&@-& z1Dm?38RD)6Kl4{%BZ5@7p1|oFKr@l5RVV8Mm!1ejZ95bf#!wXv{8SGt$M-6bHEzA{ zhn{ihe!T&=&Nl>-V)j)h`#_BX4C2fvo|3!`>IH5$-@vWsmG41$@IF+{%E7Jhz>NwQ z=hl2~q3>J?xF@&kdvcq7H5mv`ydBgB&;+#RoLzbcsuER#RpyKk)ja?zm9tv4`72Zu z*?=TL1F;&~fJ>Qt##VV5&!5})2hG;1(UY|53A*?IFZc$;&VpP4-q4@dNOUtLLb*}R zTaC}*s|xH6P{DPmrO&7diohIsw$C!%bk^j8T{W z?7PkXS&JV?o4Zg^dk-$j$p$Adgj9S8ek(mbK*}xA@&yrrhx6YmcXxoN9@P` zFR*{*RzOyPF1-hOvF{dk<(RjeyG&mEmE&fxX2x7VZn611{5}FbDxV4giU~zfYhVOB zfMNlanF{n}1(1VZnd6Hiz$@?p&*ebBrZFd=^PkoSs44zIs?>0;ni$0TZUrU?3~eG% zvDeHqg>yYCVtrCN@E%*}L-K{G3#{#-*F0St_}7wZJylId59RM4pdwZWsgpJ#>glr( z)r6-K55r#{1%|4woM-YBY`h3K+5spTuv5w}#1Qed6u8G+M1zf zZlKzk7_2ry6HsRXQ2(mHC#LiCTVN7%@P9|_G6lag6Jz_(Eq4{5O?7$FHPDkfh(}*n zHD#F<3h%APH1k*Q3Ir*)Y9Xo%G(p|QvF1Q8#uGCinbX8lz)X-g zoxs1l5Ajl`iKS_-fy!-auv+~Vxcfe6b6#mxHhk|C{%i+qybzQqJE7&-3H`*>cqn>y zYt<~Md1^z45wok48n&~GntiRSdVShWW%u$`b)y2*QnwH_1E25Fm3YKIPGNKBiqIU? z2l7rnI)$tT?vjdBCPyiJVof_BUBqSq7dNG8;jT(S-IBD&SA9)`g2OIYIh#V%3Suep z8StJQJUKW|sH(>6Y;-)#cSEmh)g7o^8bL)=n*V8*Kpk|-RqeXuu6}Fbt>(`N1d1D? zb}J}y5)f=$xDZgal28GVBkagC7m;)1#*X-Gb?kNszidhDA0#f)7rLn3G4AS9rk}c! z9;m+YwBb1DObQKx&V;yoSrlLA_x4S?k<7LIu#4JSoigRxed8 zy02QF;idd|l6)>;>GgoyRtSbx2%iqbUR@Z+g1xLyx;8UL7wqJNy%zA@I(*B$a+sQ2 zo><|$OLDW$`0p0trcgHWCBD6fwa;mAQDxFxRmY9MnkEIQPtSvioe-6e9C9!>kh*60 zTSusG{DBJ30up6_?uQr{K-@mX_XcpD#Z{qSz^CoHxT)g{+|{DI-m10oQ^oQHs(gK* zNw^!Lt{b)LYYF_0*r>voOL%PxtY~~0AjbL0?c_1H`&zYxdgh*?RiVi~Dzi+0nw>pZ zrRLPC>G<4d{5Ksq)*ND~^IoW!h}r$*;sNOO6j*LH^5>xDP)pUY+S^NQ+wH5K6%AAq z9|WuDM5u5AfSYb%9>hSetK{X!b4)9|-3n))YCo04V<)>hM%@+GzYE6dH`aKm}Rf zXBS+R`(<~as@|%Y3RF@3LzI&P^&>S@O(z~bYg3!4U(GnjyvD>PzEObKUWscq+`-Y)b~S6le0O~(RNg;44*v|KyL@1yXcxA@pP z{IhWv=z)Nv%_1Hf;A@X+gk-C2dK6{(~Gu+LhCGRQ<|DgE#Bq{e3&uRFz9ziQU^u= z0UQGClJ7PKVlQuO<4)W>3Q-fF^x72!6&iEDz}z2_D|aPPr!PUD#hU7Fgeq@p!bDT3 zDurEo&w&~slC?u-%%)FbEuT*&R>lKE=3E(riG9{@1Ltt;MGa*BXZXI{uk=>_^bUPk zZ)|ZHJr5nnH;!SGBS1b6QY&MCzVE~jwqm>W&`8kZteFdS!vtWF*d|5`os2`EI+GmC z`S8seq3Y}^dJF20KjZeqf9@{?`iC4wzixc)JqDQNKy+o^UGU4>_}Wv({5&1#{3OQ5 z-;x>o7COJ@_nf_f{`FujYCuT^WzkrRr}`1&trnLJ0A3oRvMr^j83vuuHELrK=2Qb( z7jnm0XP&B#e;=%f?!7 zgpsys#0|&pNMMak#1=Mgv%XHYLD6K4g^Kgpi}FbCk~;MP9h(CG zEzLY;zr`-kuo@~X99cyzi2^b@Gfb82 z%U+`ueNJ|*DjyxH7WQHdIi~D2*7O|$Ono`UB$u6q(r0B) z^|clC-_Z*n@KS+~0+b~|t86XMST)BV@ZFoy#20ZimNoChG5yX1`{#9`B}^@g2YQaL zltRCTTdcL%Q+?8Ss`Cx~RE;KDRcNe+AS`Ylsmq zMR`5|nvXE37lL%^suwf?E;==zZ#UC^&jP>78dhWxeA4-#?*;(iq;L0>%(;&>IvO$SeMLvyV>2 zc7WER1#}(zb?UcWeD|A9&4g}Z`%+$`bn4(1Xj?Yu)T^~RwPYm}Dl2qq9iJN^4f$U* zv=cq}zA*n+&{CA2O8kyy9PDJJtysSfJMo`&{HFo5DEAgZcQTjw;D43*-*IfYbr#1$ ztuYVThHT(-(HT&IOaVSWUZ+Awa2&By8aprS#{U%KPw-TCoBOJ7{(NS)uK&>ckv(X!pESacbwi zj)CfJUMM}U&=0epSXYW3p&oe|A3sHpwxRF1rV)x)*|#8`LP>=7g#i^f}JxpespTawNX0uxGD| zo|UOVd^YiY<}cI{dX5R%-BgDkZnUP=na*g&||Tmtf2{2ZRyAFVzYYm;w8`}&p0TbCPGa#nfb7mbEc7((X&6_*|4sf z!T2(<(F_`hG0ZcBylT4GnOxCRJ!s^vdcE;f+b4LbO+EZnzvK{gZzDZO6DVINQ-8@% z*^^*j=eH#yE_0nrJ?K#Mw3H{*Usdc z4SX&*fE?#XU*40w1HRD9i9GeqRozQ*S8fZuRg)wB>V3^%mD^5BZh-bQncnR=epiS+ zuRWA#73c|(vgN3WB^bW|v<~$2P1ujCd-T6gUDd#n?rNpKrwVoQQL}&bSLGK3sog2m z;zsO;$^8@Pe_BxQpVAA((F1R~z#fhsFItbVM?SlZ{Vn};_zCnX;;w4H^Hf#K`l_jQ z1C+WQr21bAQQKMT4#dS<`lwXupXc3B)egDOxc=0_66_t<{RWi~edgmaQ2r2q-&oH8 z^2THGM(z-Di5octKelB}{l0su-OvHKR`yrxZiT4x^g&AmdXVM#ek%FsKK<77z`qG;Gwv8MZafiLrB`7vdvlq_QQF(6fq#{0cQ)8g7cpc)YvbFM74Wad_xrmzU z4=sib`4js)O{8~Pg-?*{T=9Y1hw1;xeRpE$L$*_I*F$T;`4=w4k2tSycItO7Xs~jV zLwHTdrc;N$LV-fPs7;=&cboOR%=I7Yh8}(2BMYd1++7l)}w z)I{9`>>5fRfNiW)PK%9hDlE)X)VtMC1VIg#-iiDa!}S^Z+3c0jr5Ul*p1nj@`by@snAb-g z>1*3^O;kZagluX9eUeiL)yB7zN^a6aCFSm?sx+99PrGzO*3M zLb2Z{=KX0PK0A_qBYB`LIbiZIe1q@2we+oi)Lt+4h+R6XaeaHJ(u;emm1cJpRoq*Z zuNk1GlLJz1i6{0mcZs818SGv1;^%c(!`ApHd#G863wq{84)cC~2mA`%!%9O1NRO+p zO#Q5fpERbgL_RgAKjizd*luMlH#InxYaXrq)z;;K%I*wwyalx?n%H)v)@>n%Z_@AY ze+iupIY`I*U}C)pxuQC~&rotjzcuXDcDkyI9o<#RD{u95pTDY}6r}djGgq7lb;?t& zpA^FutVQvrf7;rUHM!_aT-Si^h&*;7KYN4Ep~``4YT?cLDX(#!YQ1xy>NYY&jjzYG zjt}G!>SvM8(Af0mT3jFYPQ6(3Zd`+5zN!`DH6U)QlhYlEDQaq&p7fNr*yC~BTvupv zLc&y37}v$|?}R}1PpnOBUwUcQIvrbT8{>!k_f#`CRo>klxVM?V_|u)C0fBU@?$I36( z-~W32bpGR3$oiiM^aw}(9pu4q$KLqJ{;zcj;5>QrTYvxe=O}*L-niEG=XEX3IEjCZ z6UBUgZr&#uYgmb&*D22fdt-|x)^VcI>F4#zM6b*&&}-m5dt*pVt6nDbib1kQzry&- z*iu7jd$m!y|HATtQ+qU z{@lK`bvy@r#ul+b{yGm;y>4%8^eXG@9gF`zv&*{q1Yz%zf5bu7`2Te5T_xuq`jNXM z5J7CL?~M&AQVJ8NaMju*k2h9mxn3nGXU;(+}9nh(viH_p$@ zI=yVLX-*rfP5-@4doS7>M;x;1^v~vExMFX-cfoqx-_N@f>(T15^}kWrDFXTT`j$9n zZ#=NVI+hFL{4<^P=zRMRontsQ8u@vBey|1~|Hvb@jAw)Vb8N-NX5xKjMP? zvpHPEmNCz*W1Qw#6B2_&BT+~M5{~#IE{Gsbhy!Aa*dTwcUk&`T$7So-|M&mqoVPdj z-u(Cf`*8-_EU^ABhVw=vQAh+5j`$-kh#*dg17eHVAb+i+8+Gc$XX}{%?6`er=^d9^ zkBegb2qYZwM_iD9HrB4I_Qs%l*0KKivE{JI(^>!S*i+15>@w@I(I)1A2x4P>Z_H*P z7x-I$GclhSBpQiAB9L&zANl9{?z&)a^x174*OudLkei&(ghX4YcXyIbcgGciI|O%kpQm8fnwfQf-`vYb{@AOVPSvS%wx6QjxAH90j`_2BHNIqL zO0{U?*fXcn$Uo0762Hy2MLXy3^D-r|?{L@tCXDs($9%(>tG8;}&AywIRD!6H^&4eaG%bk2Sl1Hg;*ownnUw zG<0Z2{;uZ-^n?w6_JrxPwl?Ix8b5Pi`i$p}@7~>zem1?y{N8`p#!EkYW+(qN-=>ZE z&-xA_h8Me~-+GGD_eCB{zwwT-XN#(!`A;x@6NCgJUWg+ih&@sou|}+r|Lj}ah@aLm z+T2n(&W!9sLXlu32nj^I5JyB1d!#gCjaVW7dF)-6sc$LT*uQ`78{%(uK5dObTq6+i zLVkaoM)V>vKYNi-&JRZZY`h~{-?%3IY-vv&pE64u@6YFUp1iX2=e>(m)@ereA?dU3 z;l$*YFX^}LB=!r=N78S+SmsyzXU<5U^|r-t>Rm~{`IRDO-<8(<*$bOEB7)c>r4ehy z3i;2mw3GWFy&VSqqDC3okT-O`PLz?2;$_`K;5a1KHeeZ?c7-yT4I-$G-t z4T!1X$Bl(Z5!Zjz$9+$g2sZ!-9L{t zN?2vylFd2ycsuM!Xi)|NS92*=3xPj4GbNqNNF##jBWxoLmjiMgt}v8HLjJ9$KX#xXR;jFAW)Odz_I){ zCCV1B7&+L3H-JN{lJ_96b{OdWUm3Dd&E0chrb%=_ToGmPJ7l_YCARF^Tp=6l?Y2Jra((uKn=n7zQDlN0YlK}2+CHo$kGZH=~&z%v6(C~GmN)0 zL!l4?RAj&%v-HHbihDxw0TlZSx*H3lp&l3XICVSq)tLql>k0hm)F zlo-ev^f8W@Dp%bs_3+g~Gw_MtP_8)OEBI7Ns8QT_yLHFp1o7PzE0x|wNgil$%8$25 z-qXB|eH7wqKpEHF%Sxr0lb+Tc-MqUKzf09+3(}c+`#9OZUB)> zPLc)B668jKIC<1OT3Sn_MDbSPbMENr8T#MN^=3hjG6I-&e;^{jfyN?P_v^;&L&ENFK;})5Gnp^p-YMb&NK!e za)Sn@8!#YZrd22Cr#b+EX-Aw9KdbPCZ}`G~V*Lg2kgrFIxQ|E%s+1tLZ^ek7HMZ() zk(E$T*#X_Q#mBN`!>2z%0rQgcul(}oGQ?TmnI<{NyteD`O`ubUtMb<2i^-CplEi*V ztn5sUloC!BIf=gFo{&4xQDOY?OdVj}rFmnr4Y{chzR%~`V(6_T&|RQH8db>m0v5?{ zW08z}rhGBWSs+Kt{K$iCh|}gNvV*sbPkfUg)B49sm-A859jI5W<%6CWp)`7QJ+nq{~Hlt$1W;E0=*g6LIQT#D{ zA9!ULFw0e;_&(no?2eG*z(eyKb*=CeFz`v&gpDhZEw&--DtOrJ0VVO~uZU!0%bUVWtV1_`lH)n_te|#-dv1AE9 zpD4YhPt&m!WuBEAR|v@Nwd8}QvU=D86FYfmIIb6XMtMF4Q$3Ky9(aL}EF zQzRLfa;|~NGAd`1Bsj&(*WhTetg(ny1UaP#K3ff+gwCN|9%^DvlQhZ=TrEEo0r*Gh z3dBV%U}ueZYc+Q30VHg9RFd3Wnjr1sW298eNU=M^aVvoB18M7P4g59}6dDJl( zo160H^7qN|{(6!`8e*m39gEmt=im?I>Z8Q@Qfk>0>La$>PP{%xTJSxJ9FSoeb!{GW zRp_qZGHlx=Qck>t&W+rdyBvA<1$pEKF@Kiajo(xu7i<^`oDToUQ-#=J{WsS@^AQ3? z&U~lFg+O7KLv^r$J_<>E(%9KR z38^{n=L7o=0q(XE|Jw+xa1Z(C1bK{HGUEdCq<$rSg^DB>v~)%ABj}Ts0UL!2MH)d{ zbez1?ssMSKoR@;1-@=9t?3HyCkVYKB)>suZS%@UqNg<7w9o?*CEw`G-K0_ zHG$m%kmS}2cAujx40)XK3#z8cY;c$D>cL!N;l0HrbJ1L zo)&S&mnT5sA>EC#!v;7wz2MRh^pAYD%7vel1&Z6+D9?fEwhZBux&{``f{21dv zE5`E&ejf~s7C7i$V78^8MLD=JTy8<5Qa733ZidS|s9GLD9}|=>MSO^-qmL7%u1%cW z%mz&qJ?9e-sCdYwM>0dlL_e5H9x479o%7iksOVFA>M1$!*}~YXG}LiJp=Fs26(H9f z28?$**YdE0%b6+3(tAO?Y%IiEZ=lRnr&UF!@r4|8ouj!OWFIq*S*+GIeEOWnFQ6RQ`~iA~d>m5)s48_b3w0uQ zpA_*V&zww3mQLBAkr)dl&~YHj#HJD7b}DOet;i)G^MPJDIg_0-m2h-nmWv{|pr$*K#|YBsJsW zB!9R?MlLkT`eVcdaWI7ZxT!P{e_QricEE0lp`-jZ%z@Z*MX%(>jo5DvH766a37Mc1 z>GTFVAoAg{%=BRep|Y$JAqv~SbAg_qTZ*hEFJ?PIz37}Q0f})^6q>R*1L#}OvEO`X zhyvK35P#vF@fl+9LocXVywTkt;KP%kC%{)aY{kBZfg*c{OZ~p#(t1d^R0+cW7lcb@ z;^5R(s4=cXg_K6!LEi(|e{}i^%|I^pD|Yn$)v+J-;lObq?k9{=!fX`JIHRm1rX8*s ztFE3H-=c;UqjCV^~5k_IMRZ;TRx1uVS$b-kv%9e6HNUn0yTqYG4x~)l?=8?>;W}OQ7G|R z#!4xhD5<@}A|L2e4pKvw(5JnAM1OMyst+^v52f$JFKPzhU(WP=K1j*1mRwCv_N|8Gz(L+^GoxIw(LWC5uAttbM64$R$i8uusUJd)z9*(^hki)kV zOQvKQ1J%d0uSt@rc)XPRK>tBc=YjvsuE*YxG5oVbzktuEY*44=qemg;TUWyui1`BK z-|+_O)|d#f8je1oCb)!tn{A>FA3=XHMrl(%R?6>zdgD6KapG;?D)NSooKC(tj!v$1 zi_n=)ct7cBRR4oG!|QHu->tWvUx_F%qtZwaR)5o*xxLdAFvlW zNdL8lJuCfsM)alaP3{nj<;bD)dqd+#tXq)}eqg7S%;~{Fqg>t(6#+>Ge7}(0h&4PhnTJ7=tV5DAc7v6UbGrHxmz;z zkofGrpZb0P8VTxkNEpY;@}N^&7(A<1d@9%T#1)0BV*;sH;Wwm4mA-r&UY4n3x_U`^^8AY zln~ZA-NgM8)^zeV@lOxsT#DM=l-M=1U#poc_p>I+a)}qm_0du&Ya~7bRl`i~McC5U zQYR92;se;?LsfJb|Xi z9tz4al44o(uwSPg(7K?5 z{s*CHFhLQ59W|P$q2#N(dD#z@W)B24N=K+sW{gXb8tk7wB_zv|%+%ay_WJnf@|rWP7MZ2;LhhfSt0bguW%`Y3T(|bG+;P7xJ$dg4$sY)f!aQiy zxPFlcs1=~pa&t-Mw?z4{JzCCl|KuCzt=z-?wrTVU!=S4ggbxlu#zLJ0y-BOJ(5sP8 zR}gRcKN+QeVf+o+#V=ix0bbU*z$uM=_66#s5Q z{5X)adlMfcpgRhsUXaH#kat~Tqh#-Di_Al(@#pCC{(?G)o-5y_aA`r$w&wzU8TSZV zeT1^37!*zo8QYn$q4@Adl9xg60R>*#nsE8Bf!91ji&6=yxzk4OBSNe4g#B!Vz1(No z1cfYm%fx+>d*tt{57`?+p>{8CvNS&(&Al*-EZd20+i?u{{0@9DNoV#69XW10`TE{1 zlT^RWo*oH7THnCO>D%p2)5AcGG8Eq$4yEI4Xm@VkLC3yHa@8?b8ojoN>mX=;IX`73 z_xFa-qqwra>V{prLRsoaPeBi#oxE4X4@wj2_}F3e8l$<_wKhd+LbtNCQ;HlSr)4OZ zEKb$pCDspWTqsS~L1Vg64X+yLF`ASA%-yU6^bQ36n0h!lgTZ9|rBw?BFB`rnhsM5eqeFlx)coDHpg; zG~+wH%{V9}iScjN^r;!>1BeS7KHp_$KSq9NUXp!D1@66}hb2RkAL%CbP%7KsOb^1xPlklo2r8cL^$ zCu8N4Rg}D@KWsmqSSrK1zEJ0g(N^~(WEnBL`6+QryguRg3FMieJkX?&Yf2R39%mi1 z+@}sK-baq1jt!)*8c5vO5C^@h{Hm8nn8zw=aBxScjfm?}{pmB=C%ubJ7H3_OOlzMY z=VD@ISVEL|K?&%{eeFK%D;-jygINK+%@}e6ePxsv_gOvI)3G;u>I2OmwQd#hUB7sW z*kaH2#84%3qNHt$lU2vKAH@CJab=+)52g0@M4wgJ7t-4%GXLgCa(*cJh?C0Xp27C? z>W%+5HOi1WZfa19yPBNeOBufVslgS2#pDF;69|lPEsx$G1jZW9WBDfDl8Myjd)1>n zq7Qsw!WJMQ95Z3*FS>yOJi?#1DKG`#0UBIu4^WIm9x-9xIDgI{2~w^ zU>^sr@K`#Zju(LRqypE9V?4%>0NOF1aW4l0I~lH1_V0n$%mHQ@2~^@b@S|ryOIJzTX~!4BCbCX=vA4{YTkKgwWpYus`%DNE$#<2hT$p^safDTxH0KV`=gMR7NDCVR=&PJs|FJc8O8(9q{O3$a9 ze-r5cMV-n6MZ<2R4wwd%4cm08(k7@(pbH4800f~Zv<#W_DwyM+U*>UpTOYOjtS@hc zg&x5{r@kDA9)&kIcZL!r2NWwI&qWAbEkFEKiCCR_3-o5iYQ0(n%-{+>@*U{bizC=;2ji>-YOn|!0XLWn)GF=zw{x@$I7W2RW;Y zO}*5({=RB{9e)+XSTC?eFn$vPOz_+&d?yIV*j(rZHUL3Pgwg=r90o4(6@SxcHhL3h zp2p7VE^p{AQ_)Ke%;Bq+7x7o^fyRtY)~Qzx_|jq^KR_r_4|Dzr{GEC3N`oc^n^Y}K z9OC<3%Hg-@`*VL7Nyg*_JlNzrI#9_9cF zoDsSY^tll`4nE7;qww29T;rmvGClWDkzc&kkVbyWcmxPgKb<;^pRFSnT0&(JivLx- zp;PX>ZFnX06K{Z!_-=-NWDUNHA8vi#PQCx$LFGKrN%>rKR+nr%)GFv?Y(o6iL*B0I zJ6*5Vr?{@*teS+@vVoty&I^I315u?QiG09KxLpyCf_jL8O{$vFEfA}9cly&jNGNch(-}d z6ZzW^U_#6BweI+^0sk#aEFF789^`XAzP+7T-1()edfK~}TARreefz4Jh5gmZul~ww zw@#HP2+c?ratAqY2G>=@&n*0}3;ur$d--X;%Q_~quJh=_xt+7B^1?;k$wGa~pQZ7SIsZSi%(W}^s&{`FSN+~n7;x&K67a9XAT4W|i;zQ*JdZ?bM z-m2&%KjmH@=utNEz;N=-D!sZvtXlE;X(2H?jeI_gnDQXji2s>2^w4>cLla!ps2~qD z)8eBtp72-QD)R<==6}JWSJ&~k8?2$=GyI&~t@zAB+}qsX?c6DPbtxQ5tX3TS+*Lp(Z}t8au(S{U>U9ICQOLVF*Xq@SE#z`!D>^$C zf)2@j)dm4^>j~_t3AAD5$Y+C`R0m*OM^?J34eLDBb10);15rKQ4IRCKI;JA9N#>uS z8GQvhSc0Fe#ZN0}{)=x}J_GMUf8Q>UM+cMJ0-66ne6BB47Jk%ycc>V8LN(GBpJQDI ziRa=MI;(GiJyk|eptnCIGzpTcj-c2@`0vJbWlXc^v>2y_Xo?L4MyvFG63`bt!$5<|9Es^%#FAW6bV@-@NmIUWMFD zUOMMP97OY$^y1V-)^&X}wQdqHzlrz(^NM24r_n_g)@#!#KxJ~E=fl_PGG-?JJ^>wN z*8#sp*YnVISbL~a6cA#3scSW8Z&tggN3O1F{5W?N_sCmyg_fr&{YMya9eEbmWoGKK zEfiVUv=Y8J%7)m+-`vP;eW|mq^fJ%sqdtxR#)@z2(a}ogGpjfAaU@^2MwjT}Q9YoB z{ryy{d;V$x{??LtIH7~XQRp!hstTlV0`)W;+ADOlB!r%kHJTVN2)*4m6GQRPM;@%5d*}~8egZp4@QcOo|FIGuToA@(>f|0NGKZGey3 zHb?gpqFcxvAKQsuFA|UFu<#dpvLD#@JNEia&15}q9+NL`@QH56V#lnT9Mve`*48at zRhFS{YD!OEb?lK&b!R?vm`_K1I2+ggMhsoT-g!CaIMN6EpD>YgkB|?xvyWNFSW7w1 z30jl|ebiWkw>mggrG}LO{182Fz-RWK3s4R5*KqtX(+1YXIGbj+Xs&^L(zO4aj z66@UwbbDWYs9~_d2L+6qPd|KMB9Qe|{4Ncfmdpv98~wxt;tNoDctWkvQx63MwmjU& zpiTjGcW-S_y*Mv(zi#SsR~NNwf~z_e?W#grd#T*+IyK@8{U3HYgI;v#eN|>CPVyO4 z3byuz4r54eXfyb&5p%l#l-R&u@?R!?+CqaO_+(>)YFq199CQRmKkg{K0}_82oshR& zcClx~7Z$C6Dga$Yj>n$ls|lkG>LJtynV}bXG6)J51C&DE(5wK{Uxn}W0G|II-z%^i z=>8U9{Ob)WXgQQ5^9?Fw7PJT(3@R5C6I+)-Q50-Y)%ZOKI*Qy#+)7~F{Jtv$S_*!* zOhXr3uLgR089;19OEHaOUU5wDV)V%Qt)Q;(=9C3pHuED6IB&vq?1-#Jvh(ki zlYoRn%TR-PC!y~!PlKxD2sHzG-r113?(L(@JK6i3_EC@9K(E-7y%hay{^so2yy+tX zshcD8D%%kHX8v8OEfgsg*zaUy?*~OdPx{IW$DGvDQ!Z*VRD|^+J=JO}s6tlzD--?3 zUpJtm$WNZGK;EuF?y3&_p8e_N62wSee#4$eZ$URjKX>&g)McGr)r~c-su}S3FCRH@Ho2`Key}gALG|7Sjl()< z6qXv)rI`lx7kV%Z;oRar>N+s^OxJX(@I-nXu08An)P&aLSZYsR<~FYgzLSsMCo}X6 zZ+_8TUZzL6{M|{tspq0rmUdN{96i+M6W;2jm!EoNr&AsCK+S=U%F|nf`LhqCzX%h0 zi|Wv67NH)avt{(+iR>H3)939OX;9^`a|z}ZGQptkPQ)*e?_&*W$q1-O@UvF_24&Nm zoCbx)5qxZAUHq1`HaEup7Xmce%uznvtIx$ z1Ae8=?+o-FM~T~3%&qHKFBMCV`Q^R8il)~%>p(964FAUv_A$e$Q^Sa_LG;G_wwt{9 zwF`ZDW8$|mHQk0iK|^O%;jW8nSc_VQE5tLfCTG0^-`caP?x{+FVb;X}j9 zQx{9qcNJre*lQQ|8ALCbO7B%1UvvBDq;h$?r~%EO>1pAi@{RXa;eDZuY^+n;sbNz$ z(mOK8uhcG$;vhGD(RAw9nLR-ASJNL&hVF^`EaC*^NxYNN`?{#=2VB*rXCA7Qm5-{j z6xzh5uOX=THXuokKdB> zu6Sb8Ueqgc#}Mp#KbNbrs^F$_9`RQ9oONnHV_e4XPc0|^#8H>-pr==?_XE8FQspgF z6VK?w_5yQzbjy_GFK+IS(f4)}IK zSNvlNakz?oB{fAyp3k}uf5B&VZ-GXEIwbTM9cDnQFagTeFZ2=Q?zcan!$T^5g))VC zOlD5GsdL3{aqozERHT-#qh1-9*GOa~;)%GChg;BRY`w|b->FN_REzvujo*7fv4zY>u5>5glE0Qii4;Q)_>S)05fjg#L>d9*MY)2+ z4gM5$ueZttoz~vBzREf;_aDeR_9O7cdFW^4CkZ2 z>$`ia%C}ur(Tsj-H8jJ$@XK+R@c#nz=k@3#+CUA~mAzLFs5+3Zd~b#xf{EkPE$B&_ z(F-)8U#QbYeHqzK<(<(*P3q7~EuYs%J#cVW@$-Dtm8v>5!vGB+@v6~F*|aC;v;G6< zsQEDTiYy-}68rVbatk_#+5jQn3kGGoG5IR?T z=w8Ut4(vrI-XV_`#{X)QqnT3)VNT7_6>~ezzOhOJ=;-*ogv=}ijTE)uTm>kls^crv zhU56iQ>0ZkDA>?@Nq=Xx=!Kh_x6n(i{Nke`xaTzfFQ{Y6kt3$-RaSCo8*<7X`kYhL zsD132cd>VxX5l^{d#l(@&>xXARy}l5Q-fU8oXL!p;-&0!_^FUm-1}LhS83U?aTRn? zpE=`KiF^w4FUD`ZOA-s@u-xC-H$LYcBiAVPsHY0L+*`%E`KXJ_{Z;PTdi8|+h9Py? zOSfZ>fo;wqBhcG+>}G>~axvys?0mHp{T#8qEFV7E3rZJ!Aq5)-dy*sc^!SJ~x_5AA zU(^f#VhsNKR~5iN11qv$x5F12IIGMnp?T@*ZMsLN=I3-)7gjkduWWr(w|(yFdTnnN z(#cQVErwm8629AwI6}{P*RyBd!Jd3O_bNlV{}#gi*-6}U!Jq20jzZMX@7+P&?C;EZR81tnts*eUdp1ONTkV*k)%M+g6)XD0BMr zc{wnzss;XBSHrREj^f%lX6CgINuT-kVcZnk^johF;}!fl&-9sJhILT+eC(fY_Gr5m zSZL$)TW_t+cBWBP(r>(BYwb+y-=yDqw=lojHMIGa#%HV%DWrF}P@ z#eS1 zjq!VH>4J_2oYBtv=XGz#_U)f(#|ERPAmqQFZ^V2%)AQllSdNVIdvo5h3~0GgJ9i)F zh9ZAHpRVMQF|Yrf9&)0yE~(nF|NZ(GuLgR2R~sXh`J0jSTZ=dTnJY>g+lq11h*2{V ziUc8oSZUu)J?7b&R`&hpGj zj-P*H-oZ!^5{P&qzrU8XOYBT=}gD;>udh69*XP!xvmWOZik<~n?Aaar#8ubO+WjXU;2!B zmz-C2kT&K&>-*+p@{f&nZ2DZg0=cU4{`4DfJU#mTT$(@px$RsQlK*CFb4x|nW+eS| z-fJ;Ae}gu*BjXBUkCaBN5i8_B`+OQP^5eU9ZV<->B3{VvkFy!wSNz#?hjM-}@@M1K zL0`*erJpTt;+O9RYUBO++;VNQGdY#k{34Zgnvs1-`mDPmy?2dA>9_87=&|)rze}I_ zHN{_U|J=i*&v-Rg*qMeTq~Cf+6SFZtW7Z3sI3j}BBc%~*#0vS(@lb;MAlDlX_(hG< z?|G8!>69o%&c=$LeWaxJ1g;J&w?bKyOaNBc?;;Qm;4ZU(zc};x{Vb23-vF+|qvXAT z0`=fg_eCXm)E#JdcjPZ1O-cRCGLX*+fxImn==Ye(P^L@=ZZO;|hjdVnD-fJ8(CxmW|F_cE}Ny(f**WS~*r)ieS_F-rBf;j-ox zkLyE=V$XPm${A%DP>M8PBeWC1GkWq^dU+nR&lfLC!=j-`;EmavfXS5QEybsRG0Zi~ zBsa6{XbPm5N8h*AGRrg`G0&gHEE7)wkzWENb*xE705=%BHBqikj+U^J7TF#R++;m) zeqbiOMw?|iV;oUt>BRZ!+!5E_M5J~bUU*aYSXYB0?`{jUZYzNl&t{c=T?SNCXhOWgONW-cGpg6JeZhW-N{b-RAK|l-8#ol0G9l$vz zw}Eb{VAgDwVIkb}U+*P-jE6J|LE z9ZfdiC^;HKDTD1^*EGwPs!+-R4{w$oJ7k2C=Nq>B3|tSm%KG;}4s6U~$qXIASLXVK zYkUME@DkX^Ro;$!6iShaKnOZ;EOVJyDH5s;i}d$k9{9r08BkBKeqCqg-jX-3GVc=1 zH$R_4_;f&Kl#G*ewPU0pZ<9{j${XH+iPz>Dm4PT#I|E!H4yu9(AP~n)k_(7?mE}Mr z1DOkU`h+f?c1V%j4$0y^7mA|XF|s-?QVLJA$c#5;iB1I0V#a5~fc|b|4TFH7*D%W- zbQ-i3_yacDhRqu=kN%CBpKprjdDHWjkOUb~5?kw|q)?_v8B-l9i!IQ{^d&x7TL|LA=Fs2QBwO+6 zM&ZD>R!4~Y9N;O_fIZFt9tS+-={nv>e>6h20dLE79lu|ZBttGG$c;R4GO1a#JcX`h zb+APWT{6p4Z0i8jtPJ|zv59%$)AfkGhJ#IV9B9a0u2mMF>%KlkF3wGnd_z(s;8e0) ze3U3PSI5cuh)AgimCjJs^57XT5#nRWdgyytj}E^pw}^9>0x?@=vsAOrPPm+tB5+vqOtQ3dRBj}<2m zks{c#)&S^Jw((ZqEXh*LK1s5>#L47kQ8FH13cCaC!YH7Y#OGV$#E9?QXar2IAv7Gw zRP1&M`voA)8ZiHQ#0PXaH&!Rh)o%&1At6Tmqky31vdCJfWImKIi^>2s&TDeRJ*Zx; zu%RIzwrNUj_sK z&#jBz3qt>siMS+B{QxFtvV#648?fE{_(f4DM(mh#R*SsLW|51?)bGUOdETr&gWOKu z-`OlhZb9+0Hz8gw@y6%A6{FNjAn(LlG)a;+hi%o8@BHP*UWMwN;-U?hHOQD zm7$;lo|+TLYGvkE0jQYv7Wiv?9_HUKB7rv&la9beKW4@Mh=Dt=fhgBamifaHB_D6N zo^>cn?4ht}zZ2herVdlD%*BAi=A{ng!bkb+SOk9n(zXB}c1CZv(4j}}6!{KiL9NM2 z;`AY23fjiVhZ7e0(T_K9lMlxC12)!*o}y-i#FPh~TMo!H5HlCx+85gbz4rn71{{0u zJn{#y;JeiR!@z)d0U^E#6!Ic84tbyQTjmJyt@I13R=9tPWN(-vr`{%uh4?ehjFsq& zkrG7TQSu}HaTJ;yVmBjs{xR`tPpm%ZZ<4y?mx{!4^=T$aAV2I!cQ%JvXP!tgQtLA} zB{$`PzT`T!&CEE5pjFsTe5^5vHRog^o`=;3Vu)@&uZfT&Awc7pciMDdzLS9;Lo4te z**z5)D*3U^a_Dl<|84xE*)<@jz!W#rCmp~SI#VZaPcn-${gT^e@;Gz3vV*yjcT%~o zT{!+41FSEVH^`HZ=DxxP`2U%b_!BkoQHNN0+%if^4u(D{hPU2#G0WX&&^wS%pR>kz zf9e}Kv^-LYypWwb-kQ4h!JSwmM>q{*ZrJ9PcZ68G0sD5L_j8Vrvp{C&>3`+*)=PlU z5|=H3Fcx_a%~GC3X>c}Ls!g}Zq7USvs?^IPoEr!{9$R*)69Lr|(8cD^IyeEF9|eRT zKinJxED;KY8vGXC4JwrOKocGC3FIo@`}2FCff!<(h*r>E9mfv)po;)PerKprQtgd0 zkiM@hv?#?h&^s1{3ZafsGU}i&0eapPIQ*2hNPYUrDnR4u5AT)1XXr17RE1uFV~Z)` z2`arz!2Vqq0pZ;N4bk~Quzoyte$#y7bx`#VrC%rLw_YZ1M}8pVo7a*QuUK^$H7kch2P}CGa_hs>g2GDSHz($XEr3{H@Oy<%loxhTmOXO;`( z@4V#BVP%M$%)}P`K;c)=|F9k%x$g}1qnkB7N+oFZSWh2%zdEUL@)-&QT@j0{!GFVM zo8+jFzo|V{KSM3`jF@={oyij@3DA!_W8^MGt+j_Xs}qoK{PwPMij>Kl0^J%g_{>S- z^&v{E&zPm`9diFjYCu!!Y!PS^GIGv){E%@j@VSdU%M|i8V@46b--(M|uaYH0 z(PYuP$4J>O^dxPdD!K-xAhFYKDzH^@Ms4b8b@V)!exxD)t~`O9zJOe?g}g$)ktKSibu4{^lD1J+7^n%Os5-Zf8>v8`gIx{pQ5aDIQ*{&ZP{ z35UqhF&twcE&{{FW@Na?)Nq*w)V#>ra0$e2t?}h2=z2T8yzD#s zL~2Vm?0=~gd8`gLX-3XUpw1;i6+u2Pe%>hAu0i*3*C zGx-MlcELx?WuQGNLT)bvB?6yAOOubN%f9&EeRpUR$QNT~V*d$7=`b7nkXy%+C*2~* ziP&+QLyY8_9w~d-`yQkRSVvuZhQCaucAO#q|6rbaXJG0B@D1vp)BXtAdJ4a~PaYyi znxV1i^dU)_mra!ZPhPXDx&KIwHhbXF##RE{!ABj#D;43s*R+axw*%2n^;Sr_8Iv+PM+qoXe_jMXVKF=axA{S ztpNQ)S@Hya*cbn+x)*8(=5!Wab;Iwh@w@4(jM9bPt`)vqU=Q_*ztzJxyOV>rz9laD z#>>YcF*3EDMc)2JzUe|Pd}owH^nKOw!N;uYs?jLPtZM-A<8j9*bu&Z3QGtF#pc64d zWg*EDOK!P;EM6AeiI(H7B4uY4voxUY9|8K`E)KhI$JQ(8{T4x6vlyGKfrg4aP#62v zrjFQuz<%V{R?wNme1h^IN1|k187nLEN6GVvX6Z^!dq<7>_z7Q1V-I+aKJyH*f02BB zCqmYf11jbq7uu5hDnUt?D@BC4&EB3QHlYb}acZpGZW<-~wVZ8+{;eZ6CNIx^%z7Ck z{&a*aVoa+W++)J;9mwN7&~FPn_H%h6RdL{Va(B=l|2e8dxj$MCmQYF#h(g=t5U zq|v@uX}uFVMtrl{ILfO=4m2T_nVXis>piF6XANZ;%k?d_lX^2Q zAAZcWThb>6w4y)KM@ZEGe8xbY?+<0rVEk|t@j4l5g?Z#xa(m=n=*Y|wQs-pE&wWv+ z_V_=w?=|(spFFX*H~psH-vjMlgKYisEvonFQ=(jkC9-rd|zOehRAsCcg>nj zPgob~Ep%0aywR&E)H3+Y0QAp?XLfS2XGG!C~ObmvQCkGL4i}24u8K8A&nJjlQB}pyo z1POZ-BXQ>}Vm%+quxaE1`i?KVsA1#D=l<+(JQ-U@9E~*XakI;p3m#17(7a zIW9#C?nsdigHvRhJ@+4OCX3AkC>@<+r6TtohH-yo$UXdUEwm-WxzFQ9?~m=1@PqRm zpw4ilufPY!`coH%@g4hDrjKe4)l<~)6v@>-MFv1?>zOTCc3z8<9rd`^lHVddcF;$+ zHnZ>JUPLrK+cx$SEAS_Lr_pj~-Bz3A3Hf&T2JR)W$KACFst$B?3;MIeP@^mpXlGuA ziO1+L`I;e2cHRw>3sCo6yqzp%yCq4${&*Q(ELIlvkCOAyCGOo|mU$nk`xD6H3M#)HemAPMWD_PeH17@wf`*72h|Kw;uC*osZB6X2)KI(0d7T2KN*<7AL-lhmOANM;cNu z$+x{rM#xg?$Tn(d?`lvoHKWeaKb<6wJFTRDf*R#gG<191JImD|K_1MGl{G`6WYbiO ztRfcQ;RmaaYE+WY^s>I;2683#JckUX&#XnC>Clh884?I}srR#Fd76|YkHZq=L$_G5 z=@2RRmt)Ih?$riz-%`lQ73rawt4~pKFP|C6JNnwcsCWDHME}&v4BvP@QRUg=R zKj;O9ZSYqwIzszl#pB@GBj5`HRK~5q{eTxdISMr67?0o|=J9Y~ADOoCSokU)59gTW z(}7^~c>NBfIg-fZ^(j13zrGIe4qz0+$^zZxG4swmivPY4kENdhs&STckRf~@aSHfD zB2c3!;EKn2Onp1B&1JyFfio290$s>6pvOFZUMB=tPZ)2>J?47tuF@+<;Lc-# zrd~Y-^~5zG)Gv5EKSzL?T8i}p9m)-a=+p=g6+PQet@Pya{;hh|4am-GAYfg1yua52 z=u+P6Ri%u;3Gx7~V2wYD0a@exhCCvlhsW$E)c_*W015%130*4jcH|`LdeFPkz^+vve`r|E>DM%c1ssv1;z;$3{z`>e5)~OG`=)M38%YRCz z8bmG!1>CfSV@hlp}DlQovX|k=FU3smKX*{fka*0D@<5_EC4<_^Pu_{neM6 z!14C#lpAk1-^+M`Jd$4u3XM)s3gkQlL~SQD6+3il7RQ*l#;g?RJb*1}aH#l1U{vVM zg}FaLA0yG@XDBp!0H6ID=A+sa_fr;V2nzGq{v;#t2i730%at|d2Y%xCQm^W=*5a&r z6Kk)9K2M&<4*YJ*aVPmKj&y`3VhQ?voEv}Hz?)y6XzRg`@TnF+BANjonTd}*!d9(; zh=o-GE`f|g|4~RHQi-`e1P(F*h{Kc&_%ITKpKs*TkFjR~ndtmfuU-M&xLZi4UY-UT z*A{reVqg}#u=@d^WqW}aY=cGz$bkhI$CI^sRRT!IA%3ge&_{hb>8ngY>c=#L+Je7r z0Or;9F@NJaGno51pc}40ElTr!Z#Ljh-?0t0ea-qEqr0et=`O0XqqnNx)K7K0>#yb~ zVyhN<)x94+FqStHPs0a-@rBJm$1L~;I(x_%orx(o{H+WyL|t*>>Q-lU^t-bnHP%pJ>2Q&ve{Z&E6+Knypp99i?JsuGQ&Avc&!5HQFeja#A0=nz~Y^V=D zQU`w-ThC1;X7E(j-@VnFCVnb@roU=Y9sivIyzzieT>~zX5s0M^qWR$g=y_6rhU^9! z5|0$%n6q~6)tvzy)rTHkly9hux>w&rttQ4#p5smCSy|UA;FH)n8~%~R{J#@_Nx)|+ zkc$fcMc%OIt?o5}t|NDA1*mrXyJ&l7wPB5mdfwYjMel&p!`(*}o9d_DLg~@(ApU;~ ziiM{-_3pV&&EeB(rffyqUSCGjCLPQ3sdwQK>7v)!nlG zD)NO+O*TPSkp*fT?DG;|Jw$GaEeA9S-%Y}9Uu^JYeB)szZ1{;|-vNz^>#7_wI;+Rg zo@z~+uj-!{pX>!4$36U!;Qv?oKy7CMLB)?MVE0+*>I-?>l^i|^NL?}DM?274K63aP=Iq4W zvlj(+o{OBH83@={piac{6C|F0N8s1{qq?fj9!_fGQ!iCAv!8kbB&lj3v^*bpdvrr$ zqCfVT2ek_^IKy_mNC7J&euA|Yc)NAUjibuJS58PBjIWJZ7iI1w7 z-CsQb*4^t9enT#OQUwTQNph(*<7C9|fEGOkTI5bXD<7j%aYxCM*sypmPqoO!N9{f5 zrzQi(Je?aD(O|tQHk-G7&(|v>pR*_9(<7*V0nDurd7`^sb#>sS}%Rl`-iwf0t#kNtr6>69zEZa4bd1O%*F6X1D3XAd?25{>`+VB^c!vJ7^d zNQ|WXfYu3rs|}SykDM;5UR_sJWs8Tpea2gT3-(ii^LS%5a4Op|dgTEjC`}&e)n4M{9(v2?PMq}(P+o(H zouTA@K7F}Hm>;wnj9Z3r_hF+uwRFlF{~9`n{2B^1&LQ${1a^(oE1y_uM512VrT(G> zvmwu)jscQ33>fHeD1{i;ZU}TQKpCqWu&)n(?FOW=CzKV8o!kP5E4DenyqmI~DK5|@ zbOCPH8YnDwt%P4Z-w13OS-76KTn9vPHBiMB_{n1YW&wJd0foyr`V8iNo;77<-nBRR zs_o~g8)c|Z>&eN~P(Q8_MDJu~&Bd8hcGerm_h;U~cJZaN?HHGM|Ac=W8jn6k0x87@ z4d}WR;}+oDi=B9jd`sdTKN`z%uJ+EV5O1VU{_Lvi-||qETKlR~NBxx*IosKv-sULO zK z0-KB>UXZ`|zR*bg9A!0PcMJY=KMR$Tx>IjJl2m-Y%{~wOAXrR zt5!q1_iaD0&A-@Rj1N$4ut)JEpwZWfbJo!JIr@G2h4(3%Ku0{CNX=l!N3K{J<04G&A92Cy1^6_yO^C zbs4@hpMArqKI%n&AoYRNm`OTyZ~?xS0XTVcd;{Oi%KSSLb7$ufv&7$7*3^W52TdS; zh^y0jXnH(>w?8G%Jf_ch0F5I$etCuc$Z6^+epi+C*{`Jkn2nEacU1$Ax~aPty;aqg z^c48P)dBP=@lYAzOR@OiDj>-Ibq#7+eS><7545d;KbAG9oIuv!WHG3z9Jd`>g^B$P zYF29nA__k0$tOmu_n6F=w^b!&UXPa#MRod8_{P_4mlJgR#jf zVrl$EV)Z34f!}1*;LgCs|AG=D8$R>(9gu$3bAq*8P9;tmH-&NgF|W?daj&gGNK<{{h^ZxTgS00(8EH5TFh_xXFzMRob^I?vSbOc zZD=W;LyKZR+o0M_2J#PWhBZ_QE4W_irBHovOhAZ1IR+b4;kgFYfibU60P;NydIfY@ z1U*gbt1;ei{Erm&`~SN%ho&9KDy|TABshjUzl-m#} z7_xb(z6M{lBonpML9g2Hqlcz`M$%_H=7I(xKlvXyo0D2Y9gkrzG2jZjID+^T`b{a@ry(t8}PF3hQ8bC$E{1-Gsuf%;7e63w&Xivy* z*KS%JGwnM)u24k=_=?(7F_mG6X`o{?9(YbS9&3GbR~MAF3hQ%Ej7D1 zF<1yc$Vz=>AJ^gnJsWeYxdp1VZ%(Rp9~V`4m#eyS#Y4?&<)fOW`Y8kbon3K!(@n1? zp|=n|b9P2QjoCw2q_@dOFGcS8N?+cGK70XjZyW{P39<<3fLvyN<`D*^$5#8XeM9Wp z2^y$!E(T@9$3pP2`S{qxRvlEg>0MRwJ7-n667$I8rbf;3rY=Djx|3d|DltBgoVpzU zCyz9s=A2Kae>g?{Ou^6Ni0cT}xev<2P3*n!cg+va<9{ddt10-68jmk7#_#Ys!Dol@ zH;*~cxS+=)qlshYwgq~R8P3Fes+YPr-dDZxV-K`Suilh|s-P?Vwhy_899xBW)q08n zegSH+8=sEsiOEqTYtlbq+tGd`M^{;b?_@a#7({r+N4+h^qKj_QYZRxzrhN)+`vtRWka~gfyS@!AJ^aM6_$=z0kZfK|0Z|$TyH0h~6#r09eGjJK-ZLZ=4J zq8G%^eY((BjKs%-sr#YSIr87k9qh&U4B0@xj_)*_P2V-1e-DF}?<4oa5ErBs^?3VR z`oEX-qfe-hcd1ubp=iLrE<|y^>;zN|)ah|Z-%C(ak*9sBf!&$s*;MR^54KC7XXMyi z9D86VYoYG0TR_dhFX9`qub{q`sD_Oz@x8M_C3J%3q9c7y2XYv(VBH3vq~=d2{u9aR zU#K&|l?v(x2c6!nKFTkPhq9XJrREj&RSW11=1p{uuHF-) z^^P+S;;|ZIyb0hudbUf&sae$4v(zh>{M5KylO1>`Y?aQ8O&)7cdZW(v>B0lP}=+qWH_X)4DZ)Dst zin#7gPsAElq3;0tjpz7s?Y`L9oBqX#eFgg2)E;_|P3_gLYn|1~fjyK*<=*O&lbdSS z)*I?X9sN5wlzr}e_A$4~#dgK;om%98#>@?0Dc1~Y6~5179haEr4WtA*pG%$aMt7C* z2U7*8-|&rhRgh{1_3<++Vb;>Z!(u_Ez@L@Z8$MJu9ee z^e?&3%KDa}E5FY4s@UcxK9r#~vBLUK*28a!6>t384|@kO=GdX^Ss2$BJM?m45AQ{v zgWfxP;3L@OR(JLw9oVCy!!0%GZ_1Fb(e2aP&MIKJi?WC2C1If4B`AB{)@1$2iE~2Dz+n(UthDc@{x57z9%Hrf%=|l4`wbDq zO8ahF%(-ixYUif$Z!;3A{f-D?rF}P*ylHEC`B6J22uMR9;)OUOg8ch={vCrdvThrX?}%@q0H&e=XLOst!Z)0pX=)WZCjIlk)J-sy!IjKGd~^ks~e@wFMY;q zg>MwQoqprxxoT?)xRie5#Xhz*{pFN?_O1EA)-c+FY+F_r)K);yDE93M~0u{ zY3oP+k1iUMpUy5!zq#ufukp`(mp-} zQx`97EJw!qy*c+fZEM;xTRV3j=Y}GGKA#cj@8Fbwr-xNs|J+>d*#Cb09nadDdau;R zNM-(JB>mR%D8<&)evme{72~E6qh=%&2|@(1(!QHgPT87t6aM+Q`$@K@+Me2R={Ltw z%+bF>-BYv^SvkI z1Yt)(tdJnn>b16}n{Tz>|E`~L{O!)0pMPWC!AKAihKYMm2r}QnLjrq^|&a}tYR3h-F&tsQhIH1CY+W*(TVEfmo=0YT3b8=`e%(K)QD1tR$Nv3uW2w*i z2Aj_f&z5DV#Sena~Ye7!Cd@J+D`$5cpS(AC=Exlu7G?X^StT#4s zKm@TvY!NHO0{Qz`ddht+UoYoh)F@?-q)G$eTq9zWB!Wk+2Xr$@ju0MM=dtj+_jz0# zcuG9*jLs){1RVItPGB(afPH-Y&S#D>@ko2e2GB%w1)`4RLZ&muO$Q$P?gzC5(BB%+ zqf`wC{yWPgwf-_mQ7gT;769^$)GiDJ4G2Ttioi1K0RaNa@XQAYP#6%`)%-1KhW7(` z$>8nX19)qAO}(V#)JxYdF>?Dyj2H_-iBb)CP*-SGfKhm?1>Op5XkD*#(FgJt=)@FR z+$u>%HHnucPh+KBQy{#jpfi~PG!V$c{8m64pgy=&*CcjTfjATb`f;B}%%gyLP6X}( zd~NC|-k7{0ULItRm2XCqtOl091gehoK$A#MlRR$1+N+tww(xF zfk)(@mxY?6_AknXqq&ZW%isj*z9dd|LA5Xnih=9QamI1z7`R@CjnD!tFv^KAAg#lI zd+?ZkXP{`cJ%R8shf2P{srfw4gSU9Q0nc#;8p}0%b%j=-4sR$wpUj(a6U8$&Ug{i; zmFTt5aJ(=|LB_P>oT)s*Z>D~5M+&z9^3ee}SubE8jIp~1Q2QMwF>MC!8)cF?$Ts9K zI=7#OZI+wljWaYm(4x54gr1|KNfz4zSt(_b(m>c(S^U!dgfGw=WPx_Z5`Qa<%}PKe zk`tf&08PnjU>3~h%oAWA4}gaNTd_C_O$zp&01ROyZ>dfEYLdx78gs;;gX!od5dHQB zvTP46KpT#2jg8v!8K{#5dhS#InAo;Yl$!J7d zWCfG##0O?1LR|u^W#VAw&AiH>&ym0&EWOjkFg{HNuS${NABkdHFJAIz#EJ=M%(pe@ zL<4OL6i5Z}-HM$}VnCPa`Ot4FI#~#`hxrV40lJMnoPVUrO5S2W)IU|qzD$PpBvJOq z#>vnTCK(dUTavS5FCZ&hB7vy^>v9hVM*kOY4_^udeg}|Baz|C*CTD<%&4w!B_Lmen z-T9b!KpB#&Mx2E8iIosN^MNwrTQlfUu;;F?P+6d}cT1rL8jWr>P|x6Rp04OCGF^Uz zr%Tg-bg2OS0&f|ShjGWG>*Y9!uN*5)9Zk~aIaD#|dd*5`XJ$j!Fav)Be)4iYbQ#N8 z<7(oP-+nOuq9yox?sVC{9GaCc$K}++WC^uNk`^`NWxEsfIAh2WxlOVnh1lE-Ni9F-04LDLwVuJs@TjCd;h*RR%h@X}1!*zgvUs?~OIrnk7yFXEmtcjC;P+vp=8~p?Y z)1WuMeD@ARmU_SQ_7CFm>k>T#)XHAy~0G16gC ztPDybeuy2lmN$|2Voo;Xa^RD}K%A|R67PX3T0o6ah?pr4RFpaAdT5g8PfWZin%KlY zXP<|nF}HOW#lI#H6R$BENf#%T=H?=iXZ2r-3C z@=SwnXbf}5CzlRHAFMqxkagobg#v(og#gEcE<*;#1GnX^%>zwRDh{Y2vAvXIgYfqu z-SLZ#=#;rECZ>zq;~)Hgp%XeCoGP&$j!VyriE?W~tVG-bg5MNa6TbcZ7%)K~mIZ;! z`Xm`-0X5Ty+Ibv3ZYV}>WG#7`GhQInTLVl|crZ{+Xi@^HiyNWCC^?lFoKDUI9ykSh zlu1BewZLZ0u4ubDmp9JpvTrWR>jz`)79o+y-57^>qpjXfJ$znS-K~5{E zsA9>>rGZCLuiNhfzO@dT1fZ{1iP72Hm|qOED9my2TOiPRsUO&U64WSzfnM3>Op{wT zQX~~>t0?M29`Zy9eB&(jSGpY7 zohJPyRb*JQl+Y%~uutS(bZK!2`i&r9sK7CY)dSjCozK9^E;KTT-X6*nPawyWm={p| zdk3J(0IvQNi3euc4`_2$AjIF^0CCTWj)AB3?ZR4stF6#M*U=zd-av6suSS}jyPhN^ zy2nX>>c#t)#KjIEhU5U}QRIC5V;R2Dl{{yrNqIN{nG3u+igg^KmL^fVFUHDVd^)3v zNzPFlza~%*Hv&Z@_G1^3|H+dsoO62^cExYB_{y10z|9vxWiTBm=ma3bV}Zwp7$iLu zx}2E?839~w?k?5_H2lLu{s&e(!5au>e`vnQr$OVXVUtYKa5A}h8$PogTArQsVZ`+_ z@>v@G+BgIFEA{Hi3m}rY=&ve6??(P!*9E_tktm<{#7UEiv2qz$?AEG4;S-tLc=8`H zRtp~wKsvhP&-~w&eqji;{Jt0TVC2^-T7%>V+UEn5eN$gx_AcacdawN0s}Z@~H`*XY z@$=hOiY zivQibX^?}|1TB!pz4$@_#I7?nqzAno=guAiyq-GJd60=tWbKey<9&3T^aICh6q}u=I_<N$j_P{x;g~u6Ek}>(+Y*R6 z{h}}M+faJOPOJ2C9Ekd>D~xq5Mxrl5xpyH(vR{vZwgd_YdekUr_X&baSXmlG?YRsbbQaVk#6wF5=m)w2;p}OUhuG8JpTEO^f==V}YW@Pf zE^9EzLh?z=7f?&Q(@V$iK#y|+JuU`(n%GJN0{W0~oH=*%aD%L#pDHh0QzW8NlH__G zCo{IvJMSj%_5hw;hWfx7Uf|Q)KNw^Txvwm}!Dezq>q_(zW z*fHwE+vCvE&@ZLXdlMV0hSOhjz0<|<`7G2}=93liVyrdfyDH?Y>W%4*dy~(|{ShJP z{z{r?z8#l6)(NsRAJkiwOcH$zXz(&(h5T@CFttL8$;iQp+Tj>Hq;ga9k$!O_U`cp{8Rz zQv!Aw3Z)P+F@)S0UKJ>CHR8n%suO`y$_csw>|jewnBy?;9FzgjDa24WY;&-_Lcnru z4YI5uR9M)p;y~&WFkLNsq4OWpBpfQOVf0{|3nhv@^)DOw+W8t3B;?vzy^tKpzw?9T&exzUc47C0m zv;*k<7ZOI1W519Sy z{T!31mp#O_1wKCZEAh{svIWOH?B7UUEypu^X>`t7tw2qZvCt&c@ zAEADnBBwW6N{mc{u5GkY7T_P^&u8-S8GPm=vC#|)iG%cfCihfHxSTB4OD4*wVX^Xz z8gL^k^=Sh+8M}sdhlT>5*xwddI61Q~F~4!5LAr0mckrW9*y$TJIACa+>=}|OI`#qI z=$Y!ghLUO=`}z*hCE;IA=-U~ZiIzpl1*HuVR)g_ck?+YF<44iE12ccbnCqrP9Yt=v zj2*6{@7YkqJV&psnkI_%wK!?c-sIyHYCq$*TtfW&Q0thZ4}Msh&#gnqB`cwSI0l8w z1L^_(v6~#ZE+tJSElh<1EJfa{ByoUtG4L&Wap=C&1VRq!!NUnJNFr415PR5QujQS_I@^%QdS>hsj@4Cn<;LGgi} z&OLz|zyceUB(GA-EXc)6=m|S7VqefNRaUi1kNnoj=sv0_2U`!SN?vZChre{wreWA&3w*Ti!bdZ?;fXrM3MAX{K!UeC(4GxjT@aER_D09CHX?kH)u$L3y$0Myl*-mn^fQiOrivc{7e4 z_Oo8b5MPbf6IbMgbMy6*kNi84JmmsxP1umXFaHt5zOUF_V_2Nh! zDj$WK_Xd=})PyU+%;|$(w(o$#YMNg9j-tmJtCxaMF@=z)HN;R?{Csp}Xn2_GQvBwr zHTQs)QuFw2SYL9u4gDScSB;$94=f6eRc+$Tk^L0+5l!r&@)2icp|SgfjM@nO3B6lM zdbiS0qAX935xaIE}Bm1@&P)uSx}+f%9$)`SRAxXP&;$KQDejU&Jj=SFPh^w zOSwjudGuF&UcZL>09&}vvKKnW!}JHNp#*xG86G3y9qEUk9F?@cj>>_)M`dswXi+Sw z{ZP%!gm!g&Y3_N9PnNrdlH>~aOKs{wy_^c&<7fPFGJ0uGzg7O%Jy5>_^h3pLrFOJ{egyrVg4VZv`BaI%oh%O;CyMWbSh-5CWgy2K#XpO%H*q1}i`FBL+Zkk0 zQz#SZnR@$@+h-W0(01rks55JNr%8vNsbYH~Nvc+fm+-Bz5_yaIQG{L&-!4wvpC!)P zr9ovx&UsF}-6Gz`f2EJ+7)$bv8~NtpC2~RuXynL|C;SbPg=?25=X9;a-i{hty*_;w zan#R~984Tf+Gvn{N60DMzgQTTCUdK%O2JRb5?_pa>}TSn6#e>NUAd2U7oDT)zTw<+ zqsDDvFFHM#{uap>L_HyAh4kk)?C)4GT{fJe-`Au{M!gh?szhI~K2~(yxc_npdLjJ4 z62EAHF89{NZ^*kR>!Dk8I*jl4^+m_*^Xh5;A8M4S#qKI;ho|Z{*+;#a5uh6M=IzV{ zfq4$(QTxR}F1GME_--Hvdx2r`w@5T^zumy&@XLUx&Vo8&BG8W!K>6B034-X6dORY2 zm`Cg_c+C7+EubeAfOYej`64Tz4*7s@0O!b`0kk8HNAObuRZ0SnlIww`>;qo8iO0?t z0o9uXv^5x50gray`2d^>m_et7fhr&d`js<4?JfapIR_l#ICL0?f%2{cJ~D+z+XwKN zJWzpUXM3oMQ7)?FGcWb2wx2q+5U5%>Z{N(ORkod=$ly`(en4>|%rG3F z9|u0P?kkiN#evM0gO0z`5gC`w!$zDXsD@tyPgc4nHmr(6Ltr7RJO}#5_j7r)eat0|+ICT+Hk{Td`(ql_^azj7AL5bv zIE`8ktx54zjhevsS>9+=U=|=umO%1yKuu!)|B*)h_1QTm($D znYVh`+)vpa_E*h4HEMHpt!lRgX#E+jS`KV3_6alwtnUT#_9^fd{y*~&iVc3dhd!@Z z053zX1NW=>oi}%X;X2=-A>g|XyP+gNC(h`30X{Xa49AxJMGG+zd*wyf8!P^zjab6x zCfFdS`S%1U4lV&XMu(H$LsyRd0o*c=>uG0IuPY0 z(7~)>UO>KzuIG1TaTId`g3w?;kS_Ewrhu<%ZS+$oF9fIww!npfb3H;g&F(8TpG1d!Y+IlB7{h_n+E$ptUlmcG4 z%1<4L4p4mx;0FtUwi7#cK$`-AoP@KEN*{pSyhX40YZ$)V^D49%<~TV4tqas6TQWS= z;20mZ72nvH6rgN7Yt+QQphVe%|Kewb^crQr7oXsZWl}WiAwE45U$lt@8jrMU(^>7k z)KyK2>Zy!xTvV@T9;(AoA7vlITYQmd1b5W9)aN|o)W>Q(blW6OCf-ECjhCTD=UtRGqi}>eXhAnjEcFBgqdL zf4P#JBhgHCin zipUH0KyQXt;aKwP%Gyvb0O#4r|F7`*qxgJJq&i}aWJP8^aZuVjz12*On>rEbt16HW ze*nAL-&U*EY{I9p*8yNhTA)zF$lrUBkQTtDfDtL+Q-3kvH_Y9Nd0OHlJ(y=2{=0&> z@nNnO#OE45M}O?8&ew8MmY2NL+(CY7re}cqG+3kZ<%jN~Jybft8!Ig)58%V29szR& zax{%xJDoYMMjz44{}}psgAbm88s+T^-Za0&Lxs%uR^!A^sp$c#0RB*$9id=Rh0h$#2rsE1PWwFy&Ia>y(`z^?4_-~4qd^Hxo zpQu&4Cyi-LKlWZ5VJtYT%=R)VKhsQe1(XbN=ooKnU?+D+g!w*DM#cDhe8&a43iR z`KyPlx77iy>Qo2_9ljBc-%sFpH~#LoqkeMU6m+}~TYF*0y7*){Z0G*YNuA2;qFMpj z|KRGSrUJc6wI`QB&lHZ2bQ(oG&(o^S)W3qOu=PT%syIcfjOb{27ob<=s0qZ!uE!dc zw#`YscX3foM!5sc_Ezsa{h?EVmTL|)PnUtplGk$=1#Zl`U*i8E}Be;S}xxuX9EP*D(b<2yiafPNB9*(t8{l!nuq+37gGk+?U=^ z4lw8O%-N4QFB2e^*nJ!MXC7<6%$iR0C5HL!BkLJOyiLPS%~ui2E1|ep!SBnM?_$QD z4|H=jJ;hXVRtPc8-1o7bsP4dR+Xkx6b^X=TXW_<0DYHq2f~RyEEu~BdNad1Pt}9IqBj25%vtT; z=Az1-bW>Suywu>Q)GKP{qwgAZbF5aK=Gq0`5RZAuB}MRE>{>S~_2e0TgPy)`r}x4a zrUz5MnA>Y?t7RP-z0nu?@7NBwFg`n(YaK;TRdWTXkJQ4E$FT?c%Qp$g>jt33`-mCD zV=JGR5?2#|q%zJ^^k`F=I>>K5=oj5g^aDs`18X?M8|HTd9o|H4TS2cllYVssR4eGj z%YhgxtW&40bm~)n=n!&4`S2YG`co)%PHPv=Fn&Q;s@w8 z4cd%@)R-u22c^}>&CcrbD>t>@!%M{$@KcqGkdJ^Tx_i^x5lbyMQ+szpk$^tz=_&l_ z8AhPLQrK@@19D|?Al)2a4vLZ?6`*I~nk&Ejf=`>_(McvZwW+(eIxs<_UXX*cO#?=p zfezk~vvWdQ0F8=0@;R4I-LcTA&=1hTJt2m!(Vw1TzRC38K*@DTQV%FzfJwVSdoiFX z6cxau$JqiMMigMCCYBdi~{#Ly8{vLU}4ZRKiK7;GeS@6pi zE0)lo;jevWQ13#3?vm5Y^gtDRp_?h*>Q+vFl?Q(*_!tO1cF($yJfx?ForRv}Hu>!_ zxeL7~^0(f{y1M!&VN;dksex}KwY_{Le)fELPojk{7%hi$tGq|`v4SP35`o|`bA z&XK^icM%8Jeex0Pj(w8&zc4oH!yIK6*TbJ`ZveL4%UuP=)5B3;mh8YLMeq%Kpt!_C z_-Jy>6nug8JV1srcIrgdGZH8}Ypcig8aWd~_(9?O)UjLi7?<(mlR)NUiPP=$Y3Sw> z=VTc|oLzNOK`lMh(CxlzQKUvyrAN#|%X7QP(gp;P^#2Y3to{RmL^hn&|H-#JmiQJvidWrDApikXJ4 zGJKU~Vc^Ims0Xb5>ro)wH^@8h*v~%0I#e7pc+5$qhzw2DB2F z8bT{lN2m6b(-G%TOyDCGHWI_@frPI`$E>C1QunKl24DZ%b-J z7VJmQZQg5qq9%Pi%6^Z$^0}g$x}D^vy3TS}o=<#~Piy*hE&HJ}&>v#s*b3MTADf9i zceDcL-W<9B>{^+%bO8$A*b-`wFZlWk^8QMlI%d}IOlT>_@fjU7#eOB9`>K=M{MAce zdf+Pb0Q3c&soOiV6C1_I`NYu5T*MCbAp8RR_}%n@EN*eF3mXGjK zwed?$FZy`k-UZQH3upGbp1<_hybpD}1LxUMhw1kgk~^FqvX^B)9L8SQgk7E>p4jmb z;xUpO#^3Ejbt;ItE(*Y=_*qS8A01*j5GsK(*P8>T@Suo0i!%N~!O^VKfS*#KQAbu7ymY8m$PZAoujm7e;e zlj=OEpZZ+FLlrFUtrpesQ}sOpR5SK_Ly3oc^xuuwXqA>R+AvlqW1iZ|eHePp!?XDu z!uUbZlCuB#7N}DX$a#&C6WBGCSbXWGQ-ga#iG&WLnz<>r0C%-hZ6fJNPE|m(I}#B|>#|2nq}Gb;CLxRqKpSDr9jtwQhg! zpEPHcKSI-(=%Z|)uKCE^ZliNE^_*h}G+WfWF4P;#C~6tqYuBLmgV z@x;Ld>cbfPFbMzhqpzaQe`?9+8uV+WS%0##N)2^Yx3+me-Quk}yzolJzEf%3h;h$MQ`Kw51FC~HdNZlBF8G1km zt+4AObh6Pz?~U%(5|4SXc`G+`-;P>WOs6Il)p5UsoX^@$WGDW<&_6z74b(T+cx*{; zF_ZWxQk4E2xyv6h65$4bSX^AbiZ^SjYP9$?W z?SPGt@b2`S9qF~&&{OlfnGW$#6?`$!9*QP>E2+E6eYTG}v>9r)Djq6jfUhbA4PYvL zU~Trtj>L5vdni1J|DFBGE$DX$vSJ|n0`%oUPZh>>rf`kC%1qzXSrxGFuDmPuR)?>+ zsH*gAS+e-3i{&*?R1>ce?9nrz=OPcRV$Nape^H~Xz*coz(1$gpuW5k))1j~{nUmc0ZLOyqYh*t z{zpLfM?Y1OeL+w4JbsQ8y|YB={0I-T%S zA=RM3A_t77SDc@p-oG4slj_*0HvJ%TjIT=kv6iS}^d7nBGrn*ygL*Tnqmvq3z*XIE z@2eh11gQEext|k5PO3+5*cpGruPR}mu6(|U-Kw^NiW?h!#AhoJE5X>mMgeGFs8=TR zRSO?o!8r$9&-@~i%e;ImI=JE>a(u5T*%K9#JO4Yno#$9Ol zRDhZs4qcN4K2weRR1K(Sb$-?UlmgI!e$l8#)V0#wzeu1D-NyZ;0^Hxt-iEz?8yD4) z`}JABagWf=PvyNAppM^QOe%%_X1Y%@1X?yd)OE^jWD0{pHQuf2 z9;)!JyNz-45c4siKpKJ&Z^Qu+$9C;9>>JI zb|INFzvo?Sj6u$sx8Cvi#=T*gH(nL=*U%^P#w*hY_-$n7jkn$rDv{ZlH{RZ^HpXQh znKxc-2j~JOna8umXRHtlc^cn8*0NwG``szg07z_s{E20|Me%zZrjsBe;7UDaN#%{KVIANRZoHP2{1F7xIXjW7A+H_uU+ zqa9+4SRw!Sxp*+=$Cu4>iQw2!Bna_F91ub55L?6wu|WQQ{blf@$5!S!{QkLT(8(gh z|K`6r@ck;hsqMe@#`SAL?a|Ntn~AyaLL!j}Boqlkypi9ZZv*DL{IGdkE6%q-{$4K; z^=*t{3(d#={V_cmZ{!j4F@H9%hS+oECG$9T%*ht{=lP{I#&-^w&xtf~eMAro^Jim5 z4IAS?C-ZN@SpR;^sg20N(dP61-5eb3piB%iAMe0*e(zeJ>)9AH=9|hUKYwH15lAQ!gm@#rzZNTEX!6e( zGI9PcBog`aaUYbJq5N zdfzw`_Yl4C-Pv1z`beheeiXVt+SR4L@Aan40l6kgV(%Qy&;BDrO_k&veN{Q1~IpZ>ji=J{{{daU{;^YnO{wMTen-uy<=kMC%ZdE@EX2jBmB5AJ{S*HWNRb}PlEku3oXmEC!h}cUO9Aouk_BiGP>*Z3c(X2#l2^P3T;my# zijTZuHaC!3ARjsF@R&Z(ms-Gc=OEj8yJ`SX0#|!z9H3sPh77RbhYOWs}!++yGay@dDF zO949sDwRa!RvqA3Kw$TJ>LnUjg%%jZ4j@F`JEY5zj%gA%B1OtQNR;Kb;^g6$SZVzp zsPl4@Gz&1vDc}wr8kpn-u%UA`fq4Qm?gh+Y$s-;$=aKc}BY{^A0S0*_MK&Le6Kmi~ zv$vbXjdkSJ@g`9RXg69z#Q}weWqBwWfTI-4h5o()@%aes_&w);02%`{;CXG{n#$wq z&-m-r7&?GX&^`clxv`k*_A*H)=oiv~b=t*3VX~J;;dcOO-UXD7&!736bv}?fAP@<8 zfYN^l8uJi1(Fv}z9|+;=Nt2pwGE5&cp;qTi55^t%Gb zN%CcFJZ9e#cup3sGnVU(XDz;tz==*AmzXTca`{JsRL>VLiKAj={X&zRxC7*37SKPA z^=`u)c!WQDeg1C(w3K-nIX{~5w0^)!LQL`usJPuQpfkfw@?(@qitzu~AoMiOBx~CN zCkLKoRmvnUi}D6*^xg!!<;ek6$`|H|&g-K8PCtO6pszVlqhtkY=Lsxj9X2@xjK%6c zI%Q6&w^##kpSLHm_j+LQ^MG&^i<7F4c$+n22ki##G8HNs9TYdf3#tG!2o|6QNUS|@ zR&+cEo$hRUOojnh*mxjLHkXbC0%eje*mNS-NJvHhz-86|VQ6v?o1x!{KxbC+ckC+c z2Q+2BN*B*zX)-0~xOBBVCIx}|x>>|Yt~{}_c#lbJfi>*|&N>c%v%*&Ung5~#ydicP zYr*C#&}B#L>`6R&yQlLO=`<<-E`{Hdq`q&wR6G+aKDnSqnFqxRaoM_|NuJatE^CwxPW1lD!|2p*8JV|jqzXj8@VQi|9m;eVgw#IP||;)utf zIlRfZFVHRK(!Dek5!i9wS?stP*vL3^kN*t@(s2|2zP~zMMo&qX$*$?L7pjjtol}AL z9)sQ{PHsT+Qw{xi+`}IG(D5?fGX58O3J1E)x;8`*CrhCzV%(|tcV*&c7ROY~nJ%^F zLFKUHxV%}KEWO+k<+^K}6v+`Q6a9fQ;Ww|D&l&W6a1(DkjwB|QlOM6$%E?f!j0UbW zoY(`}vH`k^QI=`)qgJZqpUS-M#zPwuE2GixTJ&Yxm6*rpw-A>f>he}-;^0Oz#sVVt ztq0?JLc4;mJsN_4L5(ue1Z3M1I85R(NyH~Qu7%cPkx4G#|8HKiPW;w@UlrI1EzTDF z6Cch#pL3bhW8(A{K0B``@m3>Uy6pqzRykD;y*nnMG4Zl(U#vWNh#iS57aMZdR&>=4 zXnp~55U@VuJM0G3y;C;gyC@VNRk1ho_B~~i5vS41Nhptwo1}proo^xrSMhf8M(Hwk zWSZ2vn<53{lcZ-g4$f&~hO0>GsDdmI<{g~{@4ZX$5NINk;gg#OH9D;M`4Fy*atg2 z4)4 zwAG#Q*>1c=yE`#kFBMo{id?!GFZT*Sjq)5S0{k(#BryBe=<0?+<^Zj#Or5Ot7`PNQ z@9Bfd0UL(QRfbQ}a#2>It3kba zPVGzwK6Vs{B5+IheZL@EUO+?7Uj)MZ9@ukX@*Dcj0X53<`@A9kM5>f?Ns%vpiE=3| zR%-YF;YuJ!qfjB&ALuXIwuc&|1<+QYW=VYB(i`Z1e;})~&?EU|s0mo*ZRpbO z>t*Q^;OVb`VSeI`^x1*q7KVDEhCwX58pKfpTuqxU7wV+Twx`g=6ibr>!1GebmsaN<+yD;Em^N8;#;ERW;qsi30m9dg-rAhvxZd|{@ zx;X#FVql>&phG|`$t!zilVc{4n}{=ScVK;6p_3r@Eu0P9E*v_PX+T?N0Oy+n?2hlZ zkP~lUho(TPv(Z;w{BDp}{h`q!{-%;olgCrTphmfeKSUDKuZ|i;Lr$)nWRy|qT>P)r!EtK@a~Pyaeqiy%fp(WCXVk?GVvxtq#27xXc^q|Jmn!wDr%270iE@8q9MoUrP!loa z%^d4e+pzuD+{`@(d6>VYtmq|5kq^k_Z|V7N_2fAEzj>ZXGUsNTWSMA^>aoC7HPG(W zqZcd$Y&;9c;}`vj4d0y9vLfVV^wPg2FkW9Pa3z0LkKDb(z^9LXIo zH7_ejCE9_#hCj}Xk!`@DCmf2A=?Os0vy)5Fb($spO+jo~oL;#s zeF-&VQB!(Td-fGQ=r4#fJ7^td--FWfDfC2dp*H!hmkIgE`L^Vq#^fN@UjGhb8HyJ`j4#jlkNs=q3A3y#zpc^3bRkFY0Cj z*BSDOYvqC}jB&bb)60HnR$f8zv6Auh&`dZopJp5rRtQ?C%FqG;r4Qy@Gp$8~v(T$R zO>u{LzkZ|_e_;Ie(0c{qqyxHsjJ>|1>km(GANL{y{*_1C8QG-ROf)mn8QNbH!H?uk7h^dS;q5v`!UGgJemBLTJZjla!67k3pY$ zBRO#v(&uMm zzrk@$fS1>9!WydKFZj*fiqM}>PqU!=nr7WIcG4Jw)LB4}u!)*A4+@%9dYO;@)|sFj zK_3t*x2czIMV?q|(9y%u_ilEAY~)c2|QDS2aWAk4sL=vyq~WD5Q5rcd-7+o3ij&cf;6GCZJFB3_U6rS|c6h8wkp zymQ@;-~8$C>5-}>>ZJs}u;CcCf-+$cHncv2-RY?UnCk#)$A0XV9s6c)X%O!o19)tUMAtQd-1)i_}(-8vkR0v^Uvv}_Y3H} z$iG*ML1VWlnOIB|2cKB+o5ubEd)CFrCg8iH9z&mU9cq+o^h9@{d3mXqn>m>Sb_?zW zg&{FJH!)30O-qwpiK)<|rpPXO=KAj3yI{Yt-GM&utwHX`8N`51ORs>=ZyC9t_^z_e zAfxfE*2K3ZaqLKscMHHdZ#USI991N{0IE$+A+H$st{? z)8kyDU%>C&Ua{xn`$zafw^~MW7&)0-J$OW#q*P3mTi26i$gD)k?HMPL^uc}b?aEz@ zqO*d+jh?kUV+CI(x7{?zAbjQBckVgi`^~FC9nb)}DQZ-I8*)-P`lu=#Qx9r{j?jwe zphuVhwZR&wDa)iv?Xrn-$SzhcS#Yn1oVVfH_$7m^O{4EPP8^)VSDE*$m(UyJ zVV^{;a-?>Aq*q#cC|#VRs4-BZTyF!_?!+|NFfCOUI6?i;Hdf5^t0l&v)8^zh?C;}R)@*M_;kxX&^N}A7l^y1I4@_Od-WlqY_F1@ZahE;9Y3L{tp$aw_W$RJy`(Td}3G4wg@Y!qh z-EX*;mlL|hVkX%V4<*y~bg4cX8j}X;^4*Xo1Gzu)@ol11nH?*|l}U8T(3;NT{vkF` z@6A0!V#Ku*bRFHGSMEb?#V-=6CBw)QGnSHjHsTvlqr4o?y(Fknx_suo&0F$7g=4a? zahz<(9SbcTu|PcRW9;dh=uz;U5PFY%^Po9ej80dx_u0&zW*_yNbxdde!?(~6hd}*T zE(VIoqf&k7QR!0ssN_3)MACL2l>wdTeWC4med@RjDwr&>2NER*zG7_?CtI=cqX(>k zeyCFi{Ie4MT`~IH!rVW!CLXHL^Bb7w|Am?vG9rhw4xYTBJzhUWu}Hd92)> z14YSg_D>N|`S{Yec4FU04jjIZ zzU8p6=(d@+_$GL&wR?TkW4UgSt@M!(4ia>r#0&N6xVBpdASHO!3 z#zR*Dgkeq$ZvZ_6>}L-UJYXwh7(aMEFx5~XD?k7Oz5|b{1JvIO_{ek~*WVDRN^pFd z5onl!N74@lDyOZynSLpd#R^` zvDv>EnAT1n%?F~NmB;i$d0gM)JdeNwFZ=NxsE-x!jM6|Zc+5Swlb0&;IY8wO=JEa& zyy;XAB>FVRU(u>YceUy|(2hgstj!OgZMlKaa_+JcP4PX}UQ9`g)vqg%j=9zqB51iFxCS{46-zpr>Z^Gn_?`W)D7 z26P5cGB^Si9?j>sK;irF==^x(N4!QEd7SIhHTyqPL#iv52 zQlpcv$~f(>^0THhuE8T|oS zdK(Q4ZWnqypjFLH%o$iiC*(sb59OH0M_oDNr@A`?DBVnrT2UQc^SJ(s6sQ8Op+BJN zuUOwq);A8(pud*D9>(*%{e37$@&GYICLv?cXS1A8Mj#)NUD)f#C+JLot7NkQ`htD~ z%uobA7bwN?=-i&~!q9nN>1CAMDwS>oftjaVHQNLBiZ-kj*qS~G*c#_g!Pkyl$A9r-3;ezh`Y4wdh@Ul3 zVaC~yEZpIw4!m?$u8rMQ_cLBbpxP7;LYe`H0m33tAfAI!++1>y91#^S%n|! z%(N(apd$FT-C_I`xMEko&Z?zzH+6flgL2Q-PqiB3p`JPVsA7AetH{mufREN7CZD0- z`{-mfxg$65uvtj1`oNul)7S!E$pTcY3}S&4TLJ|~lYUCK!$VEwO~s4G0w-J(pfbWV zs{JM4{=ik9vtG|EtmCal9lEDcpU!L4r4$X&NR4Vid<=^Q&a#C!GdFQojU8Rox+Sja zEAw)H=dX^gfK~|G)g`ZZPjzY#5;OqxT+7f6;;%cLK%2hI2Wm3uB#bLT*Lo0h8*84sE#B zB7XaedCtX$hY_2v@V(j0^=KAg;7IqZ%>PGEwXdp^n%U4xoqNO^u%Vcl-J1M_?z%ew zcO3wfay)rZ=1yD-9edKmPUu+q@?B9%xjztJsMAI2Qy zE%{tD%C92uDSs$cfaqERLn}s%1&ju|JPewuLFBeT;LBR(%I8vi_o=nJy51OCfJ=VL zAqQjL)~IIPfR|4pmeyk19n=tX=)Q%RU#(TM<`8RR@Oe-Cu>+r(>x@o7?AimhYD4@t z!zMtqN}*Q+>n%^r1$G3^=Zwv~@s9wg2(&=dG#u*-gwq}9TOVN19jLp&x8_x69F4Pz zp5mgioN-mVY`s~%2DCzlpws%sn$Y1r^x2;p90G)F50J0I_{b~b;yM2DnL6c3 zem#cW?tgMpjcr}jvWo6%z!NW((#uaRN(@j}iM_-MS``D#^#yt;H3>SD$-rzU5NkuV zYLX9-?M^_m(C6;#)B|cxnO3Fq52{ZA0+>7BQ9b&{v0|?_F=q0dWrtT9e=y|^Bvd7 z&e+EoH$(9obxYS$t2VLL7aO2*IjB`%sB@dCaox$k`;xUP{W$rU^-MYkebsrWznJT6 zY~_j6!iHxUbBPO(R^W5i%y~Wboyi=E6SEVTvvUQYja;)@S0Hs zSkDILbrU~oVHW0f5j|Gnnx$GZwjF(1HK-hjzia%~*9&;08?Zx;+3o<{NEiOcXHPT- zf{njE!zn zwVev&b_w}rIl5U$uZ3>f4COa;{Sp0kz`qwC!nOzTmjgf^_hE-!KxenHrj1bZttPfO z?<(h64#zKi$d``fJ}5=yZ_N+5lO1M9RyXT_j^Bc~0ltW&Pmz*2#tmVJw@uVS+_=yl$^sh%5rR1`I6 z4?R@K0M@vNc({U}y=D$y>5YESAF~#VkHq~8pw;*2tIq=?J=oe^oZlo*}4|iKb zlL9rxeBjZ!tLjvqQcxuTA&%mFcgBnKa#wdFyi~oVzN*W}09CX)y$$``CH%q@zv(yT zmycHe3+jbg`2TeLD3tvGzPcKlW$i<)#h(UE^ilqg{FQxMt=emWzY{0^__5tea7B^{_r{w^~>1uH0LKVJ~s8<4!ry?M|Hlmi>lMzjoj#=dhGC5x1LjHsg144 zdq41lfn&M;LeAd+d^egpg>BmJ0QR~CxO60bH6O|b=JB& za(c~N_*F}2h?w7uAwazuZz=0ZpG2Ha#0LDIdnhqRT-_jMlDVcZ_q^wz7CXT@lBt_U zVrvg`UI!Ezy)@<=$NsFfguAM9*F!zp@276EFDXO58_k&AP6BO5-=(m(p^A?E3zQYe zz#33im?7&WfUo0wejfr=ugByFADs$@&f_k$4;pAub~`{<0pz_hw#)+Ug)8T6|KXtW zHg#4D>bt3TuiVv@>wfCEEwl>-p^h0v-Pw)4&yrUd@8diA$Is*~WD@@W3E$p%hZsG> z+|hsAqxgSAo$_H$U74RH^Sn#EeEG!j#72>2_!qe=|2$yjGs$^jjLS9hp`&>8Qp;QR8^f%@}XdFV`hh6CdcgbD>6RpnZr_e(GR54K}7n?+w+2hgLnHewyhdmbQl)jJo2{5ZZ^D z&>>M<^K;xzYxWlOF@D*d)g>q-4ziDGY2~BdQ`5IW9r&&l$1H$yiu#lF4s?{%&`n?H z1CiYCwW(M&cMABpc=qlAE7@O zL!5txKIc$PRD%A*TBrWXrBm5Ct|U3I(qf&ufqosPqPvkgl>;5D^+2yx z{MF5-0csdD2i1zuQ<1}7aQz(A-1qExHh*RB^oBm@HvMG^``IY=JLJ4MgXtFvK$md9 zMdiFipK#wxogd(*#$F9j^Ui40$y%%teHqc4FJenheAf;dGV~UK?-t0zcx~SCrUvPV?8BBjhUkO#IQFXCSEu@r>t157M%AExDy>t+S9IZCM^B}j z=B%QR-^dnz6K>^W|ywm|Yghtfo%G{H&p?+3% zRe*LMHD#cm8V5z(2>kFeeM^$r7P-kwg~@xxsOLy%5poH+pi3V5A`9}^ zM|8|_Rk2Sm?2~=FyV7>{RwJQ6+nimazFyO)VD^&BhEcO3@ZmMk#jVHRBI$bb+;pwdxqh-(_#ArPrFh zO{-pRrN83y^5yI+|HAemP`w31p+bN0g?O%xSm1-l{h{H0e!Kdk=uaawTK&AX9nEmApa_M5IO;&QP zRmgJuf%=mRpI8#Yctgmo0o1}L=pRXb1YOtzY6$st3H5H@d3-5@Rh z9_Fv~+!G2}$$gxh>{+OdAMwW-TKda@%xeIDS)Za_Zs|cyYymY=O?nJ;-}Sn)>iW2! zdhxW8uFVw0 zwJ!xI-*Vi~N#dSU9q#)K<^CVKZiNoU?ZB?+?a>P2GaUUfFK0*W*__@t4>>+J@t;kn zCVXe!)XFI7mS%&RXj?f2kZUC{7%6x>_C{a96CGgj_C~?B~qdK@MZGU%lZC8LA z845-1S!n*Ub3AK2R*!42hFYOlpXj(g|tA5?p zf_;6|;$&A9X5*oDMEa_Uqqt8u4H`jmdP`!z7w6ldXFq>v%yje<{jn?h>FdkAPIAG@ z9`s%v=-0XSj)cyt)Q@gz$=hB^w-wq<4|ioeTd-76QMdf95!nQX)>d7{ZisNZ6^zkto2QKRBhxd+JKfz*UM}j#dGW7BapV-J8pQ6vvtfine zKA4xj-GUg#PbM#QR-3o=Q&+`XZ8+zz$`9t==2Y%kQ9GMd#ICG6s11FhuvY9dmG#fZ zMpv*=!SdYmF2P@H{+4;J$i|+6>pbC@M08!eEB!4prZf8p{x8EgIT>#V=iX;7Wo@`0 zxk|Kaxazo`yNRT zV$aLoJbyQ+%Ivsjm>*x_-iSA~^1EaFk1UCfji zlQs4@`{%lfiLo}`zW39v%xf2tIrED+Y;ByJW*#?l#?!D~yEBXEu4%TMgycQg^HZG4bkN3aNDeEq4qgAMR zjNe;J7&^`$Z9eax*Ikxadv(%$Yy^4=MgI5smfmJd%YkuzZ_YP%;}>(x=kDU% zNaWAwGv$!Au|mSX(}O=ctFX;{?Ek+0dyG+Yr+JK%%-@7$-de`t3%4el$F^YHo5ZLI zi9|vXK`hLljfHf2lILVZVrRcQU7-4 z;~lup?_H}Kw($Lzw&>1!{OkYswYHD6Hri%2{}zfJ1+hRvjpz7&Th9M}&Vx19#^yiT zb511ljzB_@AjBK_{k4?XVQt(WWWJV(^LHVcGj2<2;_bucaZfU4=8o;j*sqS5$F^l` zE5ri1iSA5Dq*;fEAQtA&##iidrk2aRzNR0wCOPh>eYkD}5{d*N-iQMth#g{!SRoe3 zP3B@kBF%F`1hFuGHr~cZiZ;o-@eI_a*FXENU0gR3i9kY;AjBJSKm@TvY!NHO0=db2 zOh}}8UWgzT=Fi5@%rWif9RK;)2IR*j)iZBB7UZg|5t%n$7JA@3$>#AQSaT>6gm@zk zh#+=|En@Y88y%^YGk(^}-#^!zedLeJ=6Qv3jUdDu`TcRqqx)R*GEesn z$o(sHnKxb-c|8BmS{K3k{%o!9&{@>adr~JE%Y^JgB9T8Iy99fV{gIis?hNYgFwe{z zZx1msH$C&lyGahp_On0E9Q{4THhw>CnKyDH@CM41vKZqa}=Fi4_ z>}~yW+yA0Q89JIbeLhH$dl^a6q)43f?f`6i1rSFbtqum-(v?TTmjd@NLo{ylDEaUY zK;wX_jK~di2DnN{WuQy-{ts(!8I@JHz5iojD<)!MJa%BW&ShXL7&LOzV1a=hV7J(< znAl?1U34od_M>8VcmF@P{>S*eINx*5l(#foDJbktw zupuv=gglZbq0a<{)dYw+kntZt*cLC>N#Y2dlyl+9&^>ix-W3Q0Fw|ol6Y2>JZZuC5 z2fFGO0i1%T{HBymlPudL35ku9LmguzykfN6fQqCru;ItR9L(zi?XPZ>eAS?0sA7~4 zP+?pKRuXjqXyX=cC+Bv2?E;{ylanPc@S<@yfd6hVO3mTG`k}svE{Rc3ApbTY!SsmiG^>W>K@^N3Fv97=amh$xW0Y>?p z3m68_iq8k2AJ`0>j$7UBHUVV@zEBW|*lqMF&v(nA#faoQ^Ik(+af4gv6Ids1ufH}M zDgZwyOB{e`aeI7SAUO9pMh zF!?R#Voa3;+ze>M1?InHBrpkIpsw6nzhWS;49>9#NM9W9AGqTuZonBhR~c@<9}9e= zT>liQb0z|{FaU8m1%yeyeSuRe@;9N!{0KPt2sJ<mz)^&6Xkb0y)@Twk%fnEZ!st@#} z-vc1>ty1Ms`(!!0J5CA$o0;7(T234!F9boMgb%JF7C)octbDB5bNu84kh5t9S%XhB z^@avS169fzp58q!U2=2+`V)~R3yY=7*~^LIdMQSX?~F2t98~-P{(cfT6834igje82 z-RD9}GauNvNK2E%!M9a`C=!PHuFo#MB zdoN|(juVU8?fAoHp60v?xZOz44=p#OEe_DS^);fi6ao6N(XULm6*s&vdZ`=D4U^ij3coARU2! zAMY3~cSae-K)f39-NT3QFZ4;=1S}h0J%>)OW}w$l=IaFY0lwL(w?VF!P6r~BCc83H zWXOvIDU&BwDvpen4d;w9hVj1D!2Zd=nz3<8IiTFR@X4=04}tpyo8!C1iHq_;!m9!) zKLyp$38OSTiVv}Vhj(M6wMH4R96u_UF6Kal_m4@E@UHPP!y;C;YNMqwv^D7lVgmXU ztLa8b>Af88)yGG(O#6)}$bHN4$u;WVnXFn7Una=UDa&C+)>K-j0 z$r%T>806hpAcr3K8g??#q1<9Uz6tTl+C-A4f>@W7?&P@UsgisQ9l9jQs|_(ybuY1W z7HTDL@*=vrdG{88AW5@<5wcrb%pT z;D$hpt9MS4#f{=*j1@Ez=b>$3J|zoLi|#|u0sM1BBFDr7g#|L!j?Y#=!Y)(KoeJX1 z*xb8#x{m>dh8N@HWl*%Vq8~_&qsC0eS6Qd9R=~vS;$y7Q5ab4PKi>dq zf!08xZK2S?*Mf4T%LL*nAaANft0cKKC01(nBBuKSH3r_+VKeaU@#G3mVCemU{@Rf{ z`a*T$Opfr?OS!Rnc?m?b3DDhT%-0&o`n@mEPM85_HrLDgBK*HB6asaDb^^Ox3AFRI zZ@QeXmoA?kLx*NbUf>DcouNjlOYNzTuQ=l?i-`Hv#B1G&tQqT`XFN0~Q=q-Ue_E2u zVzv=CJN8ER z2I!uX{O2+P8~8!pqs0r8!r zmv6v#&usv*jQ-(3{=Pj(lXE50WUMAhTJ4CDL&uHs>NNce@pBD3l-W(cID<7D4pcA@ zc>Q3gd_wf{eL7IWb$Y3G1c-K;UK+CgZ3pOOwG+PSj_rUwb_QbjjsLct2~>EwUS_Q^ zN*d!n=UB($JdGU){B5B6V}f-OJ5VQkopo}6SF0g9Ntmt^yDh-cfz+1vg+{@Fc?Rx694D{-uVp90Sz* zz2jwC-x$d`7COLl^n79TxqYD&X$pN2Ic0VQ>JPPMG{?4NOjCZ@+J?EAatr?ZW(4(Y z06k8DbSZi=O-igxk(|M?GDlAwy`}~(!EUbPzgEOL$Jb=6W$0z1a`LBs?W;#`Oukw~ zy}jy--s7m>P@@>Tq{^o8aZ#1&gae4 z8)B?dD*w4bEUkdTVKsAz0P4Dv^Bv~Bk=##gBxKQ>G3H-6jH11kDsx+<$ko$vat$iI z!}!Gga^x2Js9of~W5mD+^5I(YV%vUtX~p|V-g@yE!P)@7H6x#l0;*f8oL+8OLvvFD zx|;@i+0ufz?ZlcBQ`>xaCH_8Qt2_DA<@mldc{3&z>b7{r$JcHQ5Js=1J%$purfPt`p;asF8r@7bS*Y zAE#yjv5!rFLgg&E0BF4f=etM^slsoMk;Xcm+GR6L5D!C*hZXm^M?WjAFk()AK;_*#P?TcAkw_P?I#>9?V)ZuH$0Pu@(v$ z=n6VwDB|Zx69o zNQWlnEo9dULLiig>D`-isJ>XgcYiIcp3WZ#Hxm285 zT!oz12>J=AQKkl^i>Fn(oQ4|3^H8cRyBjYZiAl{ZavL?%t{S}!aQPnhfzn^q%f5?x zIeD2pdxJSW#BT4HV}5#y3ecsIt4i+INs=DQo;38hs*@78@vB2Rd5J7Prj!2AN4(~G z#uw;YuA*x^{?!WFmO<#&1qi+NPP}}$3_Zdl_Wfqik6^z_tkER&-u{)o@D21lZ=rd? zpO@#Su3EFtV*Sd{N4-oYk1b&@b0JkOwM>>4(5%$+iII!!uN+6Qzq6oMV-71$LFuxa zT(cd@tDWSC1A5tHgr0+W9eNFY4SnI5!t`HDCbdF=_6*Y^~;H#13IH;$Jc zZ=&U;J$v%q!1Y^ z<{qQIB(NvCNWOi*b&eVIh%=#6odpdR*AT3b6bE`{CvvC5>VAr}s=&2U_7)qs9%HKK@9%TH?*hGfGI=V7ycA9B z@*10nFPy=ruHw7T=nry2S5t~UKPFxB>`9khlhY-tWx8ZQdvRz9G$txReuPKMa;~3# zpl5i=8tbSVADHi>e)x~wul$$8iTP{ri@{K|;Tx{>BWC!*$Cc^O*riKqw{+1$jZ*7j zsswo@i2h5o^nGj;XU6US2HL4uu0ut#uUTo31&irLk!04j*gDo@8$H`WYL$WUnNMVd zRz8i<%KH*pS#|Q16xE!PI^R!<{rHn|x#=lcravVM$(?<-q{xW0L@~~am+doRWyH&9 z`O5WDYwY5Qj^5OsVB#Q!7^_SyUnMST*I?g7Z`i0KeL)X;wI^wE4GNu2P@~j+og~-V z#mnLW(eiA^uXu_)4AtaR`W^h%8UNeglfI-E^_YFc6ZS4!sD-VePsu?neae$27o1a} zw@#834dS3(s$0k{`A9zh@WS~(eQzK8RARs3xT>W(|HToc9q&3$|ivER9U56It5PcH4>Hb`DDLumODNsaBqNa_94vBodB8Ye&!tY#% z+b}&%?Cnw{!!A+kj*1m;`qXKzTo--8T=sE&c_wSffAbFH`jP{E*Z{6;I?`|8I|Y2H zk%3T+;V(a_QT$K3sk2a{_$>mic*0kiJNv8oz+$Q?AOpY(HcSV?0W7H0D&U2yd1@xF z)s_PVUBuIqXL39JqySYb1lSw5j0Yo^xIKJMQ*Kq~_WDd<3ma<#li-%}PCy5?SOG-@ zVqk(dt~(Z>P8{Ku|3kni_j7CgZXj5ZKu02YI_yed+zWs+OarP=3K&5PAknVe0zU?b zIN#S?&+*&19UU0MOI}?#CW2!k=koMa^zj0wvgUOkwIHX9+SA!nIW_Z9^?~k&m4v2& z+w{8t;R!qmte#umADr`73RrW4OFU^4$Uwzsz~H|D@8y2bp zhQE>j#scr=|Lt!1t6PtN(!caq-GLL;tB z`>9)5z=6*AsaMcIyzBhy3CkT0L9+rxB-agpRqQ^Ho5%j@GSGfe4>zm}K%%End#OJoqnD|01Vaw->&;c~%wLRZkKK4`kSJ0&ZA$!5Ot6lL^Ir%+l zyO)}o(^o}W`YFE|P^|3pQ?G&7ra(=R7l||YDJ|pq1B)-tYiT~`hhAU{ask^l1G2O| z5*Qv3CX0j6%K(MT8^bGh34HFZI&bt;BRl)38b^H9LntG1H-$O|IL!urFNCdqvVi(F<_yu;Yfpkg(ddK>lC_gBlAdt2Zh{?X8;tR3P?$KWvi03mRvbXdPpy|e~rC*2W>{sad*|Ui>JzDj*l!k|2BVh^ESEw z-Eu^K|605P|0xLMB!Kw`0(0apjmNqQdv+m ztl??RKW_P`kvo~kRBUh_m@NL*7axcrN36kT!|>f1NJo74UJ0OPMS*%1!ng5{7Rh~7 zz*-0Ozi!u{tE-qf*?&R?r_{cW?SGEALnGZ-Ce%u=ILR$8aIG=226skzbMD=@6<#9JHY{hAtjwFguh4t#cnHpLD42VPq_Ve7uXpji6^2qyn? z2ys-${hieDLoO<_xkgpo?V~1NCEu^X9>jnK$lfh%`vO~jWbMuZ2iweRNzT)q*f@&M z)x(eG;%|e1WFM*n%?hx;UR5>fc$Bvq^xaowCPD#J9_l3KIUjqOY~>0>)eSo>@dNtp z0`#prP&@3oqY@BS3*Kiqs747;XIytvWe;hT=AMsoWldhO_O^QLOzzsmy2k@Idx;O3 z=+eB9lf3_e4_*6C43mqiy(MM_pdawa4*l?Ndul5%z+Kp9co!hv^eC^e!v*4?;krJm z%E|$1#xfV`uA3^-+DmOJ?x)@i25x=>N*3(UuNiT|vE#AjO%Lc3yr5?BrnYGCTkJfM z^SJl?1vlPsl)BdgJ?B9kMQrF#0{e|2J`#BHIS{^-WPCXl>W_0k{I2qJcg|ti1ixkc zM(Eley{9vtFKafs4=`lDPebPne4q?5Te>U-U;le1Ehv^bx=sZPD)-acoX*8bjX| zPXAMJD$u)7V78OcZ9Mc2qoGF`LG2hy4EhHsC+6|qf&XBa=xfmS04;y(h98oTBZ>P6 zd}SVboMnEE+&PZ9yJN?&t^uk)=QL3&JtgjT5O;q$0>5Oea{Rvs|H;Rgy}ARNM8DVg z?GbFEPJuWoa?$R{U0{U(>6e9vB!yq_--IMwl_661?mvi zaWDFG^`*9tC3j+*JBZf=^dAnySi^h93PRVMtLa}i0bAb6ciWf`udaOFwjLzl#&-X|ck@9~E>=<=LC_7QpdHjv-T*d!S{o}$nF26fa2`qtOj;u&jl zj~Kg#ZBDaJM&Ol)Sno!TJk8xn>8#wyakH7F*mR1=JbH|zCvCu9)UCKBRhR^O9Nsksl-;NLF<9|P9d#Scit3=}~SKcshe9_4IeOw3R6x)rB zCO@X|{tWpcgFOV|iEU4!@26PuqMqJRW3SF-IVzuuuBv?<%~FnI&A)7BPlFF!;`QVP=8mnFE(F5NKBj-Hi)v8MO-&8(R%^G>2hV~E z?J=|jRiV4VCuh6!KjycNxilPuU6I2f@`+@Zj@>$<6e``y*eJkT(V_fsY4q2Jiiqu{5FS)W&*=~;>fD)+Kb zDO7@*1GxGv)?+Td(2ei2@P%jm=Z-TJ9nb=#_J_*C9v^{X;Ye2~A37jy0#%3RfvWm0 zJ2l45LCu-rqKZYkspm#7l?!@uO7ZQihr0`u0 z{QI71EfS$(s>ivZMM*-Z?Leld12>=Xo%ITbK5YR#*IcMAvFQ+eAc%GSj?KISp<&@% zrR^EtAyA!xrb3_=dD16P-R=RcL6<<)5}1DRmVs&wJ~)c;Yb*z{zX%$bd4VcmdZ0Qu z0Z2PECCwKGstBl3(x8{nkA+Sm1YP*-gV^%FpfG4kphcMtHO0x1Q2h*s*2E`J)rTHq z8?+RikVgDx@MNd}pjO!iMMYmIHOfJw(ZxGZHH7kG+5b_Ub||i?yTDu69<3y1A=|RXkPj2Om|6KC}@1Q*bDBD*J$t zr$O09UcE+d9r+Zf`4jpN_B5W<)f1P1gp+rRCX*|#yQuaDT~%Yfo0{(7sX85j+R~C- zzKr^kNpJXxT#qm92lD=*a-h0W75}LMRZ2zZV(>FxejAhrYM8IY2kVf3HqEBW9*qWK}k2C zy>YF{lZV z2Z!m4_jA2sJJhY@n9s8ZHoyQ+Nu7C&x?-@b)v#|*#v z?g{-7zO<+h6d!dos&xr(RiP03a%#X1>}AV-cN{s^uMM@ITzQ@PHo7-?tOxam+|-;p z{*8WOPks9E@{X!gs-ud%>a1qI9jMZMz13cP@iTU_+e1yEFStl=HOZVFsxbYi1@VZC zDMHO4Zyw}(yPVX`@BA04PA91Me)M!x&1^KPKxrS9!y38+ddx01P#S8;krUbD&BNd5 zd%rJceHPIB&hS@{$N8%YgP^rB^&w4OligL}XpLHV(pz~#d1k{t>QxKY zIgoXo$$VEpRfzxC;Ulehby!3EEQMNdF1|GjYFYkc!`eO}p1oP$hS=^r>sylb9Zvq6 z%=$JBaa9FE+|=hro~qI^lukQsH!jy=_M@;+--Q5&Gbs3&tXs5|GN#Y4)SrgkSl zbD^VF9ie9Wbx{wmcU2KJdaAl-?A2@NEee7=xX^2UF8bH@(5Ly3C&_g$ z=Fo#IruV}SN+QL0Kbf50Wh!(!^ecsf$+NdOR~EVO2E7@1)s5a_VJ3Ycx?E3zf+LQ8 z;}mu4AiWB;<0AU3L`tG_wUg97{H_f8mEiaN`|tyNQp22HMxZ~ryu=d5Lyx#d^tt%N zteWfttntr^oQphlwJr9eHtePL=co4PBo>x6h4un^By(b-9rgd&U(|eZf%y=wNkCIk zqoRjeE#B%hJ@s1hS5bPnt$Fat2JBt&$$}2d-IX564f+n^-qYj1 zW?i09qv)lc+@wFez%{!he#gG<7SwXilU4$|mV!bAaW2Vm#i8UF0Ojd7s8O0gNwEx_ zuXF7RA5iEqy$-(94BtWDd>zOa9r>Qu%h({THP^115~ua(S!+Pwve8!E_38>mT~9T& zNPkr@$VDB1HpZ%}m$De)r>;-M&+j8;={H*8r@fh*3w?(t`)+(~w>Lh(`_b6D$^fp< z@_PWbI$y23np&-wa@y8c9SVS+(#uWV_x4hiL;REl>-LZwF!UahkG&N3KE>X?eG}+c znqzmw6aCjUCQh*T1m<(6CR8BiP&^e1RQHMnsxTz0NFdkf$hD;c)t%?e^(=F|4;A1m zcU5+Sry6&NYZbM8)zLOk#TJ2zBn0|UV!0ISyg^5-$5Q)PyPDLfy(!SkP!}puvj(1} z#zBp;p{J9oy~9;G%=J(+4|=O|)RtSsaOF6tH|bd};CG{0kIeGyN$?5x%B)c(uI=zS zXKB7KN=`074(s5ghQ4xEmgO|+!)YI7&YpcQHFnZz=$rDhpRUF=WE<9v`IlyGrZMl8 ze4d6)_Eo2MW!%!(D2Y0@hc!-Rd=s^<>3Z}_)_AMpdM^^e`gU)_+F-x;9B)>eo{+I; ztaeo0OE{~gsqSjmYK?jdt?;AEzN#X7%eK(%T9-Cac5G5Q;9jCYpZ#-_J1|TgH0(#Z` z{?o_MD+HZMH;orcKKS4BdB7MeL;F+Nr&pcX zRt6_!vfKZz(T2t|M&myBlis- zVA3<3G5^elQ%6`CES8z{wPUQ`(|H!_*d)_*Y!t^vAb+lpE4B4+7t`D<81FyZ>^e4k z^4@g*VE(H??2zA^!$jgdtF`HT860awqL2tA90^5&5e;I82x5a+BNm7mlEwNNkq9Id z5yZ^&-mrIul_9X6Y3%>}zwnV(hOl*}dHm=9H3+scj1S9Rdrw8jLUm0#3Um4AbGwY+ z=vJ6?3Fo*_BpA^kcF6CI)q&bk^k?t)`^RPlSs8vzHtF&E$Hokzk8>~``>$))7ijI$ zxu)NY%qI$oK*EtwBpA^kzkkj<)U|RiOygQ`ycv>(uNaYk)xiuK=Lk3b_uv1gGd*ps zDyH@OGri10tqk9P_K!B`WR3iH{ho8oh`gqA|Eunmv0uJ9Cf$Xx{`r`ViRtC9Ovn8* z9WGOwqJQ?6cAV$;&h>4gmEpmIf3_Ay(QCp>(|`YUu6wENem`q_DC;PQ84_x^!uQEH z{_kVP@>}e+pTD7ZI1-8kBO2uQ=du!eADM3&&&csnNCfidXYWZxQ8F!@tf_KoLAFLCOm zX}s)P&yMI==C*0f|88$nEUx_-i`nB#reiMoWBO1gG5yS?u zMl29BBnv+>A`vEkLIg20y*HF$uKJ(xox%T%NE8x*gd?FyFrq>15J7AZYs3OEL$Vmh zh(wsiLj*B1y*C^rPcF-2^7G$6Hefz6;%z!Mlyd|l8szuKX-1vcU)eNH1jmOXe>UC< z^3DFA`6heDn?Kab;5{UJ*77+v8|H7CYXtXiHcN%d~_HFj*_l*2A=x5E)HtA|LBHc|G=(C(i-_nN|$S0pN>+Y6F#kl3*ip z42bR%C`0BeqwEHbGoTMoNO$6vd>^AM0V;NWG*7T?2b8rfPn_oUiRi?;6R&X98dhv8xps#D)fx-m= zi<-t$Ygg!GO0#rX+dECHw(%6^4p5`qiT(+xm^;8I$_5C36{BPUc_>@~7&1^Fd*~Q; z0$pg836$Z~uP3SoZ3V^xOkj*QS?2DGk;#{h60*W5(SAmm!rTJt8>Jb?&nadUPjl!u zJ_9>@4RoAa)jz$2(&4>9!oP95e=eg;0^YFKpWEDBpaQVxwsme<_v4oJZ%|Am0UPi0 z5$GIHgteQHW!QZQPi+OZ;It9w!Y-f$dyzd*lGFsM4z$AO3s9fO9P>922jB}kwgYJx z3DkkHw*sH24UA%Um_asiEBuZ=KqqV&rzhtIR+f4qUN+Q<6|1ml*%M`yFlY)|Gv=WW zz*(OFoxTGM^)mVcAqZH=8Z*X6Zns~K?nk)AKFJd}4!RF?0|Lo+qkw5F>CfCaXO5RZ z+{_ZCO6xeu91tU6b%10HHp-P${0M#a@!uEifde!~R~zQkl=1mo37yXZ^%xrrM7<-> z0i-Ul{I=bp(&@*OkAZqG#D{|YjZzkPaY!ZX&bm25?U4(bgQcwBa%?i}4KNGVU=+50 z{R4;r@bNRu?J9m94J_r%ZQz?{u^l$6fkdT2>yrTte3Ax^n&&P-FtjXkk+;0#K;qF&7k`D#yR7@1FOBu z92viP9PlL_(B9)va~y%X;}FLk0Ft{I2+exvV7~B#-}9+*`EHWfREU=ji(|y1ZM1CP zfsaBfw4w*_$i_TzxU5m+BT)Hh)_WctlH%}05k}jvZr^(Xw$+GBV zJWm0RkuE)=frJu|&Om*z+bVRsjWj_L-*G%}st!P9^3Mf&JOx+?FpWh(Ee-;&F#?au z?T{)@>m`e?FhrHp|oH-OzM#Z3F~pOqy(TNs(2{6D44KjM&{K&Ki<;9ui;JCzY63Ml9`}0~BaF zuw3R;V+QmHd^RpIhy`}9Onhem+X~&8CI{N5%GZHOa<_cER2>x~r>jJZ#d!RWwd{dD zm5wsk4Zxd-iR7u+Y9jFx0t5~J_z-|SiH+9l7^_yAw3Ae+yeUyO+=!Kx#F>#i7>SQ% zE(UHr9H=L2mViHP?gCt|6Vy5#dBwNF@hN|N>V&;PHZaGs(5$?8pCn@f;w52Ij67}= zEm>2IQUaZdr{nLtfnPC?{^W|*_`_`Gwr31JfW4X!n~yk8@IZ1j5Jx!z4OUQ!B<4$y z!x=I1YE=_*7Bg?4|MF^1u=+6aPD*WQZjH zZHGE$n^CT9F-q=LMp?PUC~KetSUNFP`jkqN$jNbHHz`J9J%LDFF-r5z_}z49W`NNi zrAB0uYrjus4VZ7f7UT~bV4%o5azfG8K*DmTOXqDs^SY(V)PBkMb%Hc*5F?drd5ZUG z;Kt0m5bJ6^8hWFl{Ga@K0RPXzPrfqe_ryaIatx`VPmfl8+qB1r!QlR4&=^~7SNB}N|w%T66Jo$ICP)@#z6v$UeZABsHcnzgBetvVLGJP-j=d2-@&j?*3R|=u2UXD| z=na4@7n}_Q))sn|Qa}LT1MTDK>pgGiB=DwA-T?8<3%u7FxZ%0d&>k%1DfZCajF<#P zLZu`LFpm>OzU}i3iYxL$p})veK)OP25tHcTkpXP=95C)H#3k_Mx72bIXEbQBXROSIXu_r)Z#?PM*EP1_N(Hj^KZT;;1>!*nl<9odTTs zD6}5rzpXpa9r57(oWpv#2gGg(>(Ce2>l6Io12j3?p-2g%H~Ne(gpzY|UE`_Ye^Xa( zVB1?jE$?w2>V3)!^nOqM{SGuTKYa*3I2oATTx#OtBk?kCTC8XXN6Y3=>SrOScankJ zt)>qcM|~qlJsC)jATNw@qF142Ombiz1AyHk=B&pKWcLVc9HN)*<9MA6^c%SBP}a+r z+`jrC)G0uwpYwG0=g{)l&r6m!YhvXweT0tu)}C1T`!0~?P0SgXq64r&U)J;!(i7^F zy2G%^ENC6pL*2kwANXzt|H;Fek6;~h0XcMJ?YDC7%lyw`1=Ji)Mqs$Wy0-%1ZUFq5 zcnH`?k2nh212>&a=m#C1BXkK+q0|e5N+^Q9(x{VDjM)KNoq2n7(w1H_It1A3Q0NZm zAFWKiB0Xl(RG_p_?%e=B+wBza+Sgin`9v!nfy_2PsFh7XLN7GcN|StAnb=k&e-hmcGP51EsusD77~EfmJY_{b=l%EUFupx^fff*zbI>y9K# z?Uo6$6^g1S;pB00_~%LF&E8N1kq1|h7v7X3moksuyzZ~WoN7?>$fqG4p$)MkW~#@F zy*5U2&w|zmANL9;ulUfTb|V)vhedU%K^!vyNve&%Vuze9p-sWJ;_%as{CBDoR3Amt zC77I5GheE#_l;xCj57YSLB_48hT!X8y8z!uCtJp8PzAdpuXx|MAu&asvguD=2!uWb z{nuVflW|K^#r+2Kb}gfS((_IGM!ioV4tJBgSJ4kIAYSGWJM>747xBt>Ik%(ZNua3s ze#N_dx0M>ncU5+gANSKE96{Gp?4@Gq=Q9}NI{hF0%_68#(xGA-0L{#;z0p$kF*a+> z_t)|NEl>v$cU}E~>$*Z8e`K!h$y`-g*duMCKxJWBaS7@cwCavs<(n>ci@ba?cR@S^k z1^k~0MW#AGBtwagKEhoB!&6Xhls6kvWOp`0MU>+!)F zYjm<=6Vxe@I?=HA>#5VpF6c~>h}DOOb+X0)%@NclozDPihjOCraVS@aVZ9#u68;wf z^~8X4I>}A#EcHYu3pi(G^1@-{62Es((upmU8a*%Sqzq90p)Yk3^PN0W5Xkj&^2$@r zfwbkl<*Q%x6*oWYfVY#^3h8C374}6>zt+S@cfADZp`!>%mdfoCk^JAOn_+44p8j#ff+X?$6f2*LM$4is zazS7Eq|Zyumo$Tp#(Xz) z9tU-D8oSTLZuc+i!`BNc`>~j;YZ$#PS4ev#}R@fUfl0 zCds+Wt_*#j=(7u$T z=cr8_txlJkW1*$2lP(wH(q#9IRB7EhQEG0EmfY+`wvK@kjT~~Y0QLVB{nBk}+cmv( zyQ-J*H}vwH92R;6XsAK zl_1C0fM$(e=m5RYt21emvOZ1DB&JH__+;@u7B5@Z#z=d5i;v{1NOEhtmwFkN#+sgB zjDyr#^2k;lzHIvL4peoY^zx<%`w!~;(ZAEA@~u>{U6?E`Q{&{SQ?yj$y2k=?+$Glf zD6!t*3w;{>& zu^r=kSETk(tIFbA4oB0)Y)3l1L%P)On=Tzkq{*cYsj??EL02y7S*s=U&rf4=%BVhO%kb> zDSP?t2sPQLmpZJ+!^`*<=h%hZBVUhSOb@z@YZ5CBKPim2Y^0`9bCy%1JP-fc_qIMm zExJiRJ`Jic_FE@s5Kl9qhDAydgWUt@2k5h^4k6Fck1e34To{Fnr8gzsO?kiWeENjN z=oHTW(NzPbBJXw<`Z$e`-9e+M@ftbVR*WlBo ziMMn7-i$r=7ASjW;g>rnBun#paq{Y{Q5rCxxx`Ra&Rx?6U&gNw5w~B++u`K(S&Zd! zM<+dq4Yy*@y5Q>(^XZ}J;rr}jAAv7ChC(G_HPp%D_#eI9xj>zC8LpEYp&Y-GK5#$R z2@}cjXS8COp_M%6wQ~2OR+8!Qe$Y!bgaR+{y;i*QK=lMQ$|bHTP2ieR5K^%u)F)iy z`@0s`n3{5p>^$?ZO_dsrVr9d2Xr!BS-J$^dxR>OI8}vSB>0wf!y-K9kBcoE;E1cuH z7r%XZg@2iI-OR+ zOlA*Wy#?22pK%Q&hU*WJGA7iV)vvLU)9RM zCR&NlJS88eoPw6)lq@}aQbOEMNk;N1$$tQv&h06(<9VVS+#N5L%VMSInP{nu4|ZXU zvg5g~+Jio-KI>MI7`Gzc=@nL0!*?69k0drG+ZrV78FY(_(_~MdRGF72S#~(~oAGkd+{bSF0kQ~PGp{}5LtK0?C-HQ~;vM0v6! zR@y>Ka^))eVE^OT%Yk#&BxY;n;(E+SC}7D6Kga`9zCsU143{Sd29+XbQoG-wug5jU z-%lP2rzajy{Umno5KCu}=fu+15cYG#&RO)^9>t!9YkDm#54G^;Lzrt$O4KZqw%0?=!wYXD0Eq*||V~mH?Yu0hD(oFvjKFe!iGn z&-s28kdI0efeLYJc^RZIx0z3G1k{>a#M8Kqd>yxmALKUkaBeey$F1e%%K*{b$L;1w zV2SQQ8lH2MzzBG`D{zw(z`Ky3@l?IZiMe=0$sR6)b zYjuJuU=+8+?}zRHh`<2g!`tsbQ332t3*^m$@%Oz%zt_OU-|(9jiVJR)UkoL~-_W0I z;nw*;ps_ummZ+8Pr|tn;dcp1QyBYs7uj9DIeix9@@kld%^F7NGOFw$4QJ;O(i(*hb zOz~45P&ZW7`6+kC+lNkpNF^ZgZ}|L}@eA_Wi_cG?tthb`==)}WrNNGSb^^6P??ESk zK1chj%orf!9s||XC(t4U_^8J~pB{1S%#Ofzfkuqx_si#jnBM>b1w3QyW9A9e;o%F8 zdj&L#`Q1Tw7XfYoyx}9SgODnPS>u9G0TciVWP(uqfKG(pQ?TrRd;s?H8Q5I_ zvCwlQ(8CEp4(KVc>lSR-i}8jq*3D}Usv-0XU!fbw zF~vij@9C}D&+t{pFZ!ur{=@=)P(2=)BlEn%nwqF>`ZNCE_x`Flb52H{Ad$#yAev*E zc&KU0TjlNVs|MHiQ}^fiseXI?)Jgm=H5nMlIp8$-?PtcffYzcIPZfWU59;uvzW8O= zi``Z2R=w3#=f3JdjI;7yJ5V`J@l>yF`l^#Pfuio_>Ef*KkX*pQ$Tcy*km@xAp4AL^ z6Ofi?$dBeg@yS(>_k9qFDL*v_ilMvT z{8VfXV4r5t>wG0X-V-m+{8Z*GKcxZQw+nqcA`|;MDqCA8RX5y4CDid$Q-QYL+zoBY za3GGXpB@`E#K(HG_QSDtE+9UGS-(lxJQ8`p`%9&GN;uy~&9YNoJhlD&9F6J<&B)3c zeVH9K41{zhSE>r~M@Tb_(M4xb}D&OIA zd5Osj#NBPo#v?iy6dFQIJl`nM?BQnOfQu)##gPt?vE|~ z)mI=zUCIG1=DmL@=1_vXUX1#M6e|gxhZV70iKj8wAZHBLs3je|RrTdis{l3b(!yUg zasiU(33Ss3xbk2qJ4OI88pp9y8D{}D#wPQ3Kzl)~d){|bQR4@yg1{}!lDw6}MPF3_ zf3$4C)2s&p30(xu%Vz$!3urR2Kacl0SCBWtfME?GHXOE96-FaOdw!a@TWu6v8SBFh;2(CJ@JhJ#P?`ojw z<~XVCF>cT~XjH8;-l}p*=&{K8f!Os$JM8QP-4VIXhxr^r>;ie}H97JMcI?!L+SC;q z5$f5V7Y?e1nX}sU+)d42q*29BLR&yAx5UoHh|ks;GqSY`OMH9~C!cfb#KiQOhd1 zsSlB!N|(=1{UGNhT?49(&z>Mgd^!MI!=|B5)Cf0d-3Id69s4^2Gw#Q@oa+|$Z49kW zBX?q*HH_T@?biu%Fg4CR0Xl(X;Ahyk**TznSAg1OQOoZ7tE$9zsSiMUYcf7-Jp(;& zvR)qOU5(ceKG*IENYQU`T{-0$CfizCchs7u*9xef0Wu4p7yI7M~tf>uO$jy7s17)W+ zJ~)KknEy-8GXWj<)VZegS zC~O%0!6a(xNT9zyz&TmR(dfH?o@_cgw;94Yrb0opkabwbdMqc7mI6^;#MrYro@1AB z?7={2THX?$uknjl^p-E7b9fG<^)WU3Hnup89ipj`{QjNqW1i51KA`Wsg^jN;W;!s| z7}oe0d2qR-s@2$84R&!?{d_g5TZXrK4ebBRWA-B0al#(apUxdFrid8Zn^WuB4r zP{h@IFY;1fe2F=4Y)n1@j_LwE$?+V}l)NYYA94P_iCG&rbveXSRj=x&!pKztji}qx zvC9!4*5`gvx*S6HgU?tyq#N(Q+y&mru}w0e!$99W%>vasV9|}CMcL92xOx3R6$mtX z9?B_r0{ac8N1sbPK#gK}>Z-K4sr}o4|C6_e(x*Nt!8rI} zt3K>&JczeJ>_3>}suAddBn6R&_^z@y)I)B-YL7zcgZ=e~@Sy|5&R!^dcG0_T!#_D^ z9`rcJ`Bv9(Q=Yxt)$L=RD&&o?>bQ)UZAve<0N;*dyvNY+kHM0U7#A@3+j&UfhxK)lph@eRj@$QP{~eh>OVlO zf9tF!Y;;pj&plNDG;Uv+Uq9w`3A?{Phz+o{+27db9`nSveV+cJM(KGU8{NQPE|4G6 zpiHR=B?++kIP?hv9{myD9FK3dnMFS^16xglf+!S9rHQOHzOahedNr85!}>2L&%U&W z<^=fx6~r0zt=NO{x&*3$9Rt;UAp1G+$FFq*Rnf(PYU2DrrGt_qc50wn38h3jbQ7*~ zq3)RmoPScFde3L~5NLe({Zd$<>KF>8%4BTCf2%@2F$ZdtibJ84@efq5z3^|SDas>T zId(1odCPz1a(unvfvPRk8n=C+tAK7H9qI)~C^psxLcM}~;{77V@aA_r#wj^p_Y2# zuRO@FR!C3YPi9|`#`me@*|l3;)YM+CYQiix^{%}}ZS3QxzEPi6O`tyMpdezM2min? zi$XzzUmd~6t`qYGcy;4*`C@^}K3|~9V-~1t&SQOM1S)InyC0hugf6B%_V5Mn-D9|q zdi&K^Lg6X!i}9VFT4U-vjyUj}CQuz_ z-MX392I-5qUDhSr2R+px(G@{;77faJe97m^z)XPoO<|^tJ^+HTDsMv})s;yCu&@4Es zD8OrCb2uDojCrd()Y?n*gn9i`Hz50#^cZgkuy-6y-!~VEPR8E7j#t*c`dZd{IoAp3 zp&hVcr!ab@zsS`|&g$7=clJOUm3Grx9r@y`Hn4Xp*OWfMn|?f$q%Z=#G#l(_QJm+*Dt5-g(1ES=RMe z?svFGK~1PhzMi!V8a&qUs)6f7Db&+5@P>s)er?wO29 zpYeP&IsP(zD-wK(oOltx$>e|MsBh?CNq%jN4)4+J+A;QX`>B8U+B9S=HN}cN9TY`x zgZ>luKskcn?T)0k+lo&{K<9w})nk5h(4jy6vY`R>vNpa`mFs7fq4>e)|EAV2Kx~nc z$i>FcTOkFJ;6{OJVMFqo4e`@}92*T?;v-kJ?*2g4@SK&d?To}Y4KeKT&+vy=!> zRU4xdJ~^R3JtXq7kCpDWTFl|`7d(l>HbHYYrkLpL8aV9j znf>4cs3;k0y$!Tt9jP_F=(YNAY!CL8e0ImT`_-b?Di00FR6n(yeef`P@{;&%05MR5 z`qF}$bCz1)dLBJI_CANbYXxC@4f||+_Lr~d^Ik%+_#9h4Vf`O)-Q*7OdL2D8>6`F{ zWb)#1#xz<`+l$kOmt?Pm{Dp37i&1Y~TvYB=Zt9D*uS%j{bGrZqCb{hdzpuo`+v?MU zqH9%p*GX-;-hi0)d?)ddZcXR~_}#W9@pj5qt((_Xg)Qu<-h1~`kKQ}0g;(5E_v@aj zniq7G)1c$TXZ<*LbL^Xe9VcPa`|k7^)X~x20cr%V_Vgq>vG?PC_)Bl7Y8G@?x##v$ zuig5p1#O(v-PvyH#9S{GMh~qcmtHskZPEQ-*B_#=F$yZtT zhc1h}V@ZzaLaeM}?^o$KLjK>C=&x3$aovypu^Kjvq%MrOhF;el)V&5yP?@@_>7E{H z_X=;7Mcvxq>aTX9dmuf_%TMHmLiA-;#H%%P$L<%kD!Sf9 z6)x$irZo3e#e=!NL_ggdfBQ@hbYXp+Ip$g&)`K{Cf$!BpiZSmi*d-V1wEHjeZ3254 z>gzOoB8>lE;XjpG&jqaQ{dUw)WH)Q9=eugyt|-4BXUu?Ijwm6H~LlfHr>Bn*X>0RyEt5P2$=r`hQ$eElYk#XvY?9}t_MGM0vr*cL!OY=9M5BNm7ml4bmNu$-MGEDfF4n~sU#KcR>q zW~TRscb1lhNQ3D&BcCHo-ywpSncf@fm9jMW?==0M#b+ZDVfr2s#LV>GP^Y-1!Ev$a zKcVOmjA)SGhdgXS&oV#tG%{|4X>3FgGt+y+DRjBC*L0r${Tv$3@ng-O>)Mxb7XBP3 zoVotlyw@|<({+EY(=mMGRJ>`N2z2^$y3rqf7uUyQp)GE_BM)Zn8vPZw;#VieR z3$ky%Q<(4PrP()LCG>kYJNw2fOsobR&%W_&h^J{kV>^4+!=L#!o0on14Prg)ey)c# zK4XEHAz9=CBNAcC35XzOruT+E%xB`R>^pyb&L8|UuVs&Y+A`jwY#eVd_V)kf|EBpP z|IZc;OIjM{ZOT4dyend9*ghuv#v57yU+!lbFO)S6Ml^^WB8UxQjr{jDA6L-Q5bv6O zdcCl)G>o5R8t;GC>3x1n!~Q;|F@A3@w+dSt%!5qF{r7oqFKTIMFv;}aaO@O{{O|ha z$!lq-)50{C9pn6-&Oeyzm!ETu;@Ak}&-IBWPV%hyXLi_%%_f5**BL_=(m2bX>2pb%_2sPNCXm!2x4Y>Zzz<{(%>Qg{eQ=DTN;k>l(Fp8(Y_G5 z!pk(~@2!0Ub4$axhNk2Ge9cebNAbN(W7%P+-_zqkPD?{m%m3}z>t9P79^G%wdH;1y z7Uf}nbxq@DuTPll7V^_>7R>cO`^DeraHGCShb;WWi2SRb8hqzR2h)E-87~;oAir&9IO8 z&+)KNI1-8kBO2uQ=VC){m{!>|o{{6DkO<_@$BiUEHvL&^G8iv=$M&Fy`7+m}vo&K| zAZADwwlgCCYO@?xmWF&u*=MuM^ffV~vu`{d>;3qrKV^^Y)97zB15Ns6-+F!^zK;Bi zum5iEruh6$tL(E+6Z*c5_SrYyQhamu&)OZ1--IH;hz7Ak1hGM^5evi&`S-pxi1_JU z)udYn|1%;{NCXm&gd)L+2C+i~u|cd63&afh_haWIN0e8&vRzVXVlPrtLnG@gbvu|ov0L97uA z#0>fOu~d!gT-MPoeo>>;ACfA%PARfzMWSqhLLqK|QL3$gN`Twg&1-P`yaiB3ZXF-{ z1=t$5k86?Dy#Hiokf8;D-IwNe>&o0}-^wUCTLaf`3oQgR2eBP_qCBu_EwmpU`Wu0P z8b#y7?fyf6wJ!vo3Pg3NJ5QE%(8;_0z^w)Vb#($#G*BnE{eZ5H(1}dZNnIyk`e*gR z{z`5EGg`HgCxrunSn8#d5ROf?2Vw*?HprPL$8wy<7@o)s4A!h+y4=>JN!xYFqWZ=fnqL#UgEszDX>6_j~6$}SEw^GJ^^dG0|XLC$qgOQ?)^|_Z0A;f#2@&8Tb>k& zNs5)!CqOwC8O2fqtdKe0tp;?OF;3@U&Yyv90e$d%f-N2aoqP)1=M8YrufPF;&;-r{ zY81*-u(@@;M1SZtT!9F3`}+fQI@$~f#&vFC=e(}K8z#*M_A-}o7H~U0Fqj1!xSbt6 zTy~>h%m0tIw*Zc6+4{bNI|K`Z2bY5ccUXNOxFlGV_#_OL;0{58OK^wa9yC}o5>J>3 z1a}DT?r?zbH}F-x_11mvbMCq1t<S6D#0A*5&Z{V{Lf?h;q?17{m;q04lzGb!27Q9=zSMN z3mr$6$4Sz)XM(is6ersY$I3)y65D8K9L59j;Qp^#p$Fg)kAV~QZ~y|=1iBJObkgS+ z^@^D>cEy%7t$CyLpU|Lm27b~DNQnpb&5m~(Z`!>fmdU9$%w-u;4#a9Ed$B8 zv>K`b;EU7hq{_>bL}^t%UY6zrW(jn#sV_E{8;I>GpzXVXS^>)}F&8M`Ox}Jy2dMQ@ z-mJa}*e#Hfxz){*zg3Dnh)a;7hvOu=LagKuf%b;^Oeq8<(+A*X*MJT)FZ;Fv0}IEd zCjt8zY?K$+-7=se@!>#!ph0l0ktUA@SY%%AlXAFGGBgo!lH(F@$fm6_jAcisrzW*b zA7}iBXXusXD;jn2(EX&@Yfqze}kyu~@S7Y?vTv_2T5j z2b1I@pCs%tN@dQ8d<`r!35ezapzZiVKWx4ckkeA>yrmt;X*Q@)-jF-KGXAAn;)IU3 zxI>9y9)XXKB@Uza$@o(76Te{3OPzr`R|KZ`4LC2*?v053M__-z$n9)_H!iiv>v0yb ztN>a(Fhw%5BuF{8SUFMw2qbpk?*L>t8}RhU-2W;N<#SLXAof64r{4lT_8bW8H{gv0 zh#&a*xi$ECTeB3_q)M7YBKba6P7cMNZWEudiwt6Y7&f|~95g(Ih!werg*l9Ji#`u8 z3?)}t;F8sejh`)2YyoeHcQi|vYbg@9I6*$=ij`f&=+4Z?RiLkZ(2dh*pvjE!46xn= zAg&oe`=65MJ=+7N?qiVpeg?T$54hSNKtzE+jz`)8XKn=~_H{#pj1k)C0abuEwSj+{ z)U2B(ub%)%%VLpIi;~3cCb=hoy!I8JGXsH(#P5i46&90|=aXX*H*6p;zO!&Wb53j? zbb>gV%GjP@&&2RiTZ!RQ@Fnalk~|RVPYytaVsnj<;2ACYAxU>w_(nqmOHXfYDL175@iKmYtk{`M5=8!V z=KR{njna+zt2PXX9sQl^_KOO|2fx^aBx3)=ncE^jbf+vaNLgU9HD*KWgA62=-(3iF zcm;M1e77C*RwI9!OuuQ7`GqYq_jRh&=$Ig_fC@LECYs*|+c;~G0bJWNfH$glg}SB< zG#f3T2;wukGrj>`!`=|yygm&${s8WQ6a`v11E}Gdq0lspGRWwOK�iSr$Y0Ku!8M z2KXP4#p~EaW#G2MfS)JNpymS#o9OYYj_kna;sMl*VS1?trNSH=^4(x!%yomjP>u^Zk1Hs{m99-=RAJHX97}!~Lc)a_vgA%#4VZ zGiRga#@A@+0v$@xhcV&-q_*~p72pK1Loxjq?3EG%V1!*k_ofb>C!39|YtR-A|`3yTovBOvLmfl_xeNKX9m zc|Wtro>XaCK1pJsysAUYZ*!e7%)};%*E5?_tCAzO+Y`%)1ux3rU*&;^R|bY!o7#(5 zI?E9{F(9IEYbA*9JChW~wy!KDCXl206aVUy2R<~!KI;&FYXM{Dy4}RFEyU)~*8J9m z`V{-E>z*cqZPR2}4A4__{OopuB;JB%2zwv24qqHXZg%3Ht>{;MsJ&<>g7(hWCC8w1 zf8zDoZqUwayyds5ywv)p*|y~bTkncQ^+G1@Iicf?sKz5e*xy& zDp~H0jgxt$sBQal?px;O2tI+&^~4XZ1`#uSf6+yi34|Uc7&tw1c`lrJ#vku8S24uH z8^p=o%$H+xe1^Cf-ht2V_)AY>s4uhxwbG;~x~jC)EXTD;^873`dGn}2O9D+N4ta3T zqS(Y^+I7H2<^wOz!2dcC3zDrdAp-gVe1AImY`}sTDZ3O%`KlPH0yWB%J;;$5>01T; zFxPH~J>Q3tLpzZVEacQP%;#a|bu%_H;*(zXBf-Gk&41~|h(BwyL35QGh;u=Me6b^5 zl!umswO;yGC@ps3-v{)P1A2*C&`KPNWc_yx$U77#E1*AVd`d4Bp`4hDm^c;*Ekz%o z@F&fzD}l{VxvH0i!0YXR?`MY&Wjyi~T8hD3cLNCiJl2(OZn2(xLVhJiOr<}L*`YZj z??%$cX2|fbdilWryRzU%IiWoR?tiy9bXVl(N9g}9@vZGHv-r+VmF|8?QnOUNJX&Fr zt=P_>u||1B&Zz2vT`kcY3OB}fbC z7GtVF7df0dCO38*N1Voovtu8T{;b8_sk_~v#~{W{Czh@r1Dy#FZPPxB1Vd5w@|Ib4 z)lQM(+F02*f%V~QD6e)yV=;wxu&Hc)83S>8Dt^AQvq75lfZEN4nw|I^JskQ7;>IHA zX?9!n4kgV_J@FD9jzqV&PeGwpH9>B;Q|D3N<-(?Ze8E1q7$k)l|B1GITM^G28)Of; zy;*yx47{1&@z6nJ1-`$-B3UMzWz(uuS?ZG{jiBu7MJ*J3mDop4UNinz&U%2adMWBX z?8m7oH5##G559e@EqSp6ehjTmO2z4?CcB|^1@eLaD8=i@cK{J<`|W4j;Y*yG^0McC(V z>@x}-R^s=I_c`Y!Icr^tEc%)#A7;hLIw*0nog-f5gzAnt-HVMapwErz` zf+u6FM7=|fZ*q@uUW9&tHV-2@z7M-Y&4-@beT9A#e>>zrZCsyw67yDIS0k~pB;wwN zKe1Ogi%dLYmh$=(iG2|-wIbOopr*SQg6(57r%ExO+1a=H1O*WBcHleihs{>Y!Tv*W zCcEQFE9X4s{#iB|XDqlGj0#5rI8!Vt;BY@ni?};a+Ga$T!!R-~2j4+7TNNVU&%-Lx4JqBHmgAQdPwE;eFUBlm< zZxPR_W|^3jDrfp6$>kGXeFub z(urH+sp+B+EtGcUGGZi}IKacMfWlD_Ni?Dg=EJdlBOcKsiWl?acn35C?Lw z_p*+?g&a^1eLQTI14|NRNs(CbU~j5xG1k4G(Z?h5+YQ!}7oq4p%iaRwcpkgBLd|lU z{ekDy+24r!wEdScP2NJg<2e-?+jePE@{9%gWwTr_m@Hqe$I1-$%;HW_v#(`sGLaf_ z0PRq#)TK_pNDlePXJSA0Ew${63}xSBGW5IiS)VO}E^b(w)bEf6<&Q-MKvO!&B}v}x zfd)B_y++26@(er2Mut(RxX`|t`s@5+j`7(U8ykUbjo`P*_~m;1JQymOV~H^`J0wQp zio{5z1JUBzG+I{7J0X{18{$Pa$4Z_7CYcrk4fIH2 zPJ3bnHGvKvTVH_KfwUujtfNNssm(eJpR<2qk>RT>(sQs`X0>A91Dch7<>RC;I-BB0 zU5T&Wh=c}?{4up36iMBwb;(&P$X_e4g*)WKa@ca*9M+BX&?$R58=X^RMfC*fWFIFT z@0esW`_gp{)P&^Z?fB$6TXgY*wL0-2@*}a37_*)DP#NFdf$uiXK<6W%sp0?Cr=bWW zw=J0gO&osH0sB8WgjyTF>dt+$O~YTQmlXc&_QoO|HbGSd3ZIVZHEeC}XzIfp#|!G(|Qk^2hE3 zxz{C*wE&dltpEHDLzgrTdvK%Xa)h3#5&L;Hi49e_7U{`%eSPXsbo`SVW#=wW)vAq` z3V-dRO10Fg%{*RxoJY^s^SJjlU*5Jp8n`MjgMJHn+ulWTZ1e*@Gj z5&cyJ@?t%YxpV9q?a$=*%D@~(xdOr2$7Afk5?TS5=rNQ}j$d8@k);JRk3*7OZqpX)fNX$;tqA`yg-PoD3u_o=59>4F3vnqvZQMrVo^?9gwoZ zUwA}48)GTJwZ(a~oyY5omiqry9H;?5P0{#h{;Wdxumo5eD5P5=3iVakglA$euBIS=8(2PJ)62kwv+XDfb2*t`_ zV6Z?1ZqaU$J3(qFP?2x+ZT@p0b@b1UNAuI(0+%=pCCUk?8K6kXA0Mdv5G@dWBag`Y zpQe4FMlnz{?BPBSEP?72$La#}E^s?gWrG?enB$kS`m3Zz0V-G%s8$0rX|XL()rJD1 zR8pY&4D3kI9Y$FSX{CugcylK%IOFOdGgdOSd4^2slCo&WSi1q>kKxN&wxzVtij-0Ix!a?-*OX z_rTr|D@>~ndUQZ;@!bl4xeXNJWImuS=YYqd>wL^p2V^eC?UCY~vmU6!PCIM>$ixeD zUXD3z!Dk`VXUZ*-N+!O#}B{j9$xf-;N)GR2Amm?<@2jNSb4y+G!u8#`!S6 z1B2A-5sWR2c~}A^P6RXxdw?Gv2~vvjj7|Y=UT+*AKG=oW6HuSn18ijs zP?kAufafBu`0md!*T(qfkG`r&HCGk=#$AOIFXlb>Q^%hLC@s*F_|<{x08}mg>Ce+F zQ0f!_#!?iUuw(8u#7g9TNnokS_u@h7Mv#kgFX*ZcS8!LQI{K;&g|sSn6tpy>u?OsL zdIr~FgOvY_Aaxl3e1RQTWB$(3uUuTW3|P<)^tTInz;_L8uCEAGir*vgy}kI| zQhf3P{rHCM)ZlaC?A}n_xT}f2T*Yp!@Gt+O|@C4MTdu2v-x;{ut3tfkR|JvLVrXw@G; zj)4GGYZRnfw!kid9y@f0qNFdMUf6sO=w$}@sVvpCDj##Y2wSlLA95l#UG~PG@bhKk z(8WyPS4-$`1dz|YP&?q~bz_KEuRPVmxn64g0AKauyuVuKs#PEB2CCcm!A<(o!58X> zRZy`U#UB!ZDiIf4iHBLaK4UY#6MqJ`#1@-FCDW9-$L=mNcVBCh6PYt>ejG3l`kX_+ zo33;3&&&tD__`J`>`!u0cVL%J=)N1*bz&ac17U+YMtyNn^#{AFr{BEQ5~xus?}Nr? zF!>?@UqHVbv9nd=&Q-*~e#~hqHnF4vHin!k4-6h%mqyoB(e=g)u4)Evb z+7_B0#v0NAS`MTVl9&JgY)72pPtzJWB0BBW#7Tt>fEvZgUA=7Nspd!fsy7NK9P@dQ ze0qfY%ty};IClq)5~p zFaS8F5A+Tm^t})LzUQx=1IgC`$q&R9qsXiC(B)+8ZZYG^0{Da@Hv!Uqb9phiwg?P=U3+HG!7DvCI5jO)lzeEQY)qI?*n$_7ueOm9OvY&$L z>Xugh0P=T0pdjPkzNzR5y<8=pwD>_^vH@L127M1wlR38W5wOy0K`Na4j7C;+FMsZJ zk$YWr#6P&-UhX%C`+ZpgMGr8+X%m=_+d)cSfqDSFS!pW1j)sb164xWm#}P-U4^N<% zmCWmK8~hpH{u+f3+fdWd-e~mrX$m@=1AW6>>eiX~Rw%h}3^6zaJ9-F&^)WTYb8O-T z*C2QKUi=w$dKK!N(@lJ2FrulHaNkvle!THjTJbG?ZG1*jRBXVfkJn!4g9sHPPM289YjT)N-qNqMRDjS3IKz> z<)Pl>^Hzgr_^CP@v}yveHav~^NxeKqfI?$iw+C|Xk@(M8bUL2=#GH&~j?OVJ<(RKx z{^)6$pV}JXukw)ZtKys4TTy4|(BVv=sq3iY_x4v)j$@B;&>p1_n=I7ir-)hTw+Wvw zPEr@%aZ+vkU6du=UEMtAsit1`Qw>w0Q#(Lx%7x!Gr9ara)gIn5-_i4dZ!ZHby$YI@ zHMEa>S&1(!#qJhj({b)jPD=^7+2T8U(_&z4&W#Ismb=C1I96QH#C1csrR<_SH=k9Irl8X{T}872L0Vr zecnnv)Ih6t5j(e4KtB_RYEjJ3b=Eb^^=POmx)g=JMx#?Fphy`3WyR@YPysL>0XcQ* zZcn~DLstPshn4nWOE;a`0o6#uPC7NYgH8oQ12KAZ4>j~cFI5N1jTT2dRdATEI>dTt zKDs~Fo%lBgokucvNsRR(aRmEt#!jB%2XBx>z9-)yKVL)l*vz#`*di1f5v6r%C$`~C zUkcNgs*|Y;@WcKSsSB9{J$NViJs6*Or8YPA1T7I z3FCEY2Itj=nxe!AC|rWEZD>!9K;^N4-*iYXC@QXVZFbH%#yMApLa8tqs(=AH#LhZ(p`xc+GuT@hw)m+> ztOd@ocAC+Id2Nj?wT0TDBY7F0-$)*P;}5hy1Zu5`#K}2OU*PwjS5u=yJJq4Jo9aK^ zQw=WYqq05mSJ_Gis^cG^kZ@-Wu?+h*{G#>TOODz48A>i<+l;Kly(~}%u+A`Y?E8D- z%6I57PP?mq^*q%Uv$xt}Pi_5}9L!vt!9L@OS-Ia4|Cqa|!a6k;8yi`gF(SROv&Pt2 z7<0RT-%ZRxg=tWZOojpm-R2#pQ+)^NR19=;En`_v+G$mt0O&X?kpqckgILRYl7F(} zi?yg@z7%6^hA(~2My`29?j-h48xMuYX;;U>8GkfnK+y^YiKcQ?K-Tt ziEAS|@JX!}*Oz$cL5=4_Jr_tm9zy*vg1TxvH7h<~W-f}l>QpY~v zXEK{uv=+LC9Z*%^aJb8=f=e)G@nqGqjepM(hi&tv@GX*+a18?njOF6w+$Hx-eypW437 zM}6G@y6Ujz>67eZ3w3Yk)k0 z_GTyIf)qw(AkUDs%c1Zp>#1^-_Eza>{;KB3K=trE>*!jNt~$c5CkbMb-c)V0J%_jGE&GvuhV+y_bF`x=hjC$}vi z*L9^2E$PEGJ-;1cp7)abkS%+-j(oCi7gR$#p{v-={BI+NZ=r6%?kpSdW$bgx3VeCi8bL>86Q4krS53hkM)E%bS$3ODF1&Vzf|l* zzmK@6LEdgEr=6!V>siZb0#t(rP@?8%?LfWbagTW~N{v#F8k4qSoT&w<;Tj=Fdy=1N zqjD?ej^C$;LG#PLK*9M?GrnP7>yVeY*U?~TWzcUw^t=G6AIkn4`DZTqxxN?c=|}yQ zFH-3tdrSAx(H$sUZlOE!n(GDXy)=#`;O7Oohb{GF5%vw}(e( zO_HA)P?-3@TCWR*a8s=jV^HC+Wy|Rty zsH%_bsv1Hknq#Y*x^~G^)t%(41~UcITYvUFiTr<;<2J(Yu}t4ey~saA&gsr*L*RaauD4?fi6A(SgQu*;Iv z$n>|DwNH(pdZLd3^mRR-&ir2*`}vA)r=zbX8Q9Ka=HV5Td~aDxe8o@llM7xz2|^yZ z21Tdqf_`czG$f+}{Z*wBT9s=A`-bF$h9k)X#E6%~f+qOy;5a^6Lp?r2e7FR?7wg@i zTdW7E?Q6a3tLFH+D!X706;|0>74G7%;=gIt;O4B$R|cu;>Fn7u=iT#CchUdr6{!)c zQ&ZHS?m{jzo)(oElRdf3(N)zc>CWDsw`!XhpsKr5*AZ*9i_k0U&&gS#>(;Q>i2YtC zHpDP*cIe_5WB$P$b)~&5wD)i(eTyfqeS!wFIBRK+yEn$C@O!&9_&XBZntg5lpWKZ3 zLU*?4Zn(FL>eSO!wO_zG>9)7(>gccRTWOWJG8gQ#*8di$suU-lp`(Sh*>i6|{-<8( z)(m*O}rw?M}k>7s&YYaFznwFda8I;;Iv_wiaNxS+*mty+xh8?!HDASO2@ zM{XxaF7sngg19=$lf2oRINXi>h)&q-|3;1S*@Av7A(ayNwhqavu`t*6MjtPmd#vViv8|!ytJ>tWh!d9Qm9D8uW9zwrl-gp8TPwjJ=*Ipv+RloSN zJ?r?9|D%f(`mVlb-o36fw|6peZhfQdjCptz@^@qBg~N8n9osT*oYSp2=%}Bg@a28cv@=kr2cOaYFvteV3ra zRa>n6{pZ(4G1je7)@%23-v}fe`Mv&JFxeS*<+S>-Ep6E#8Q8W7i9kXTL2RtwjkVF4 z?u_;RA)M!fI3a>KAoj@Lx3QBr==j{)Mmp!4ko`ym5{`r-A&3v+gb3n**dw-x4U$1$ zOh|;aPlzBk*6+q(a=_?o*0%rm^P&&h880sT`}1DzvonsIY&~y3_l-cpkx(QA@j;vr zK^zc!#1^qZGU$&9i9kXTL2RtwjWy|GFCHWRr`J89&%IVyuM4OBP$UHLL7Wgl91wfN z7O_DxxSt7$u-+FD#K!vFSmBtRF<-2;t$%*)<4F8%^nZ74GaemEQPyk!wNKp{U+`k< zZzlS_ABjN1kx(QA@j?E1f9n(b!gpHRwdHynBm*6okbmvNr2}@x;|r|k{`+%E(cak| z)^mQZUq6Tg@3&jqaiCB3$lv$RgKMsAvR?DAeRn{A(-&EP6WaRE+ib;{@6EPe_n-CQ z5`8%FGY2?vpMQ3*`2BW9%?#_k{(h{F8BhD4_WrM9-ASK2&$qS{$~+2UgM=C+yfRW+1=0{Q8Z4ha;g#2;zhM^RbM@4^9rZ-pj=G`;iFb_uH*Ue4O=jeUeUlncKD( zb;_%sHI_YX+afkd2D&pL|Ee=H=euWOU2})HQ!M%C{BYmj*Od`_`WTjZ?G3}W!#7*o z+fV;8XFe}rciVo(l)u+^&O>&_`YSVUJk5wzsXt?1=8UD_aXaI%6l?!}f9^sU>$El2 zw$jnH3CTR2_oGgFc+lFm6YUD(fY>9phz;`ZZGH?kAOF>QZ7Ao3AU?=HZ|C_@JL3SO zwVepA4@Z8ly*AkThbfuY-n(6P#*Hr4_I|%_U)Y~HRmfUHrZY|xvLDHuafefLPW-tp z&7Agz61V66jN6&hUKBpDBQ5jht)q&AVR-7T z&{SZmd#my2KTz7|z!MCu7<)J1>gdJTkhd{6Hc3Y)QUseyYip7pU4Yg1GRX}3`n)!8 zEiMnu4SIM5Wa1q2Sn!(_R*Jnc4;|6Xi+8|OIOdWYyM#U^x{66^0dcq;2VKT-U`0oO zwIj!lL7l*OpXz~~^Sx{o5RSvVxxBqeHln*?W1#0?+zS|AsrEp)fEHYA1O%ZmP~8^5 zI~0&lN8oc&N%EI}yu5}A<_h;}`-$UkfG#BiMFV0|9=jTYP2F7yjA{`S7|coeh4{^4 z=tq{JPoO2WN1Ek35VYu&B)QTwUVOU6O7F!cnF;(RoVOOA2C5T$iMiMbl?k@wif!Cw zj*d*h{$^lvw7HSC|Kttbn@^gh?aEZ?|0PkLw~3P_Nl?q++uvK#4%8?Ce*x)7PseUR z2XP9D4(7)Y4h&}|&_YJZvs~wh@{SXs7U(Auaj84)#N= z&5JMiIsoP7SOV=9E1V{mV$5}RtTeKVl}g7=GT4LIN^IF|V#D9zVP|7K6;~H=dtzTKz{QsGs(N9COOJy%yOtch>L4yo8+xG z@Ihy@bU&Ud`x6r7Ok$jL4~A;Uf*xm@q-7BK#rapvEP_4<(8oW4{=5a}_56n}=@XG(Mo!0uLs~ z)dhw)3K-S6wY-&@yiuMUXuuE82cQGSaeWZ*#bLy^ktVr#7T6s2>GiX|_{-Wb>KLxDo3^Wl}fI|aW-APWrl7kra&?5bSQP=Nm7GtSY355cw$dNdy zwaO$Xo}y3uC_8!%#TJrslj~@6=MA8%v~!Tp?~mv!b%AY8=8}1{(zcA7VV2x|QpLtS zQMMRj8?r$Nlt~Sba?8k)|*Bk$T%>Ry?fTu?SStl3tNX4#Vs9$aaN5!XdVrN&# ze~sMn$-cxAq_`_N20w{M#(NSsiA@#JRU&h0DFap7U2?=O{7=WdHN>u)=s6L}fp~1f z!Wb_B%LVQ`z8{cfFZ>C+m``oAJp{WLL7aX7%=RI)P>=b1fd0K$Wv!|lRNi{&c{6u=wgO2gZKIbB`Jf8W&_-3goKCff47JEuXrgMoOcD1}iPAAY@w;BE)S#Z(Kt9pUAhs|U z-c@-sJoa%e61Y83=@(nbmxm0JkzkPb7ojsb9wYrt&`~7E$jUP@5_U62c0i31ZidQZ zNU~(V8z(Q!eQ;+@u#YqJqrDdp%N^_jgQvAP%xUr2mYNfzhzARC)hb2mvCUJ6<+ShIa^#}Q| zUmxhW+EL#$CC=0%R}*`$)gmVHSqt0rYl7dkCqDLuhQu>Xv_;aOn6XHa0%obFfY4G) z%*RjGttIXarGCIqhtr-lA7s=wN;%pr(SUlD_9N&=o$l0K^xJzd_qt$_i-~60cs)t# zPlbA{2l?$2`7j;dKLWJ{@pRN0;`?&iBX%@h@e8(GmUv=wfY@jvUz{Q??j?UmQX}rC zJ~+hnTs!eNwh><~SVkG~j7|8}T%EQAk(vo>9Ta&tjTE>XfXU?nfe=IhU zP>1+}?sGC1S3c|I8&dBp&~S?oF!w!rd3jJT z2Y|mnFyiZcZxszx9-4_wP@_x$I^U7+s}U#Q^x;WRWODpAFnudEO4TcR`3~H^A9NY( zIrarP4{gObek*VRdL(}L=J)qdX*_#NJb?nGraitXZv5iL!GMqMs z52o)P=p6rEO1|xjRP14p_`bwlf9ekEmjYAB!MmXGfI2EFN-tqhqvVF#VqU%*EU{8OaQ(gPo7nu&HVNqn;V$ZAn8R6@}@k{dZZK8OIml|8P(8fIKF6f!CEg4L1UC2``)hhnFQ4h_wdfRy z?wTZ>tHw(WYW-^Ln^@P(;R~=Y=GM11lw#OsKxy_+5T}a7YX|Z*diG%6>~2_O#9@mp zK4z9D#Ok6;l4MJnc!?!9$DB1v0}pg+N8W!*9Z4OyDS>Eiuh%v zQp-sm+Z|8d`SFXg<$Q=)vOGYlbx#Z_c3^FbNFd_MRpM7cqMuI>kS$#NvZybVzmFXAmJT%*AgGAHhHN=%I>%@(5a!6ZlSNs8JF;Di#a-1!h^-K3OzpVx_Dn zdM#y=fz;x!U$HMkZm&!X97oN4@G!QR(B_O|%_@ON?|dscIxM!A4(HJFwr zi#nxA-Afk9b_hDGCCQSnVVp#Ehe|aKDiCT8yUFZ_3^K|=AAH0OyQE(CafQZ&bw@pa za_tamqY2QO&So!TL7J=?lqQoTP3l37dIvh!o63`{CI|8*!UHbV9x~@dd-$U)P z4qA?-#M5xvT*UqcIVL~#lVKb8Jjibb>XmHheL`79+#cqb0Upv=q~xkeDwg z#NItxDr{z-=;=wRpi7a~P@^mz8!w5Tu`-0ctLL<%8%Dc|{lt>gMA@m|zTkVrj;}wU zU@X8sGPPo7YK7s@xkN#YvJ7glJ`9vC*x}UxOh04&UBmfwm62^CT}mz*p{#AeW4! zM#GO@PbW4n<$q#dGBlkjP@~+?u@0V}A`xq#-Rm7M3)v6Zj{SPavcEtd_Ign#6PKJF zh=0{s-&H|B)K6XcKc*@1gIaa<1B>(uwa7qf-IBdiWOD%Hc@QU6+Ci1ugnjK8sI@1s zU*-gbP9^r0iD@q$vPVyjvQl}SA>OY==VkN!|I{eC7I>=H-}|ZQr+t)9X{~C?em>BGyvBu_zWO|JXT&13E{Ew zCAE1}oJY;`^LV*8kCC_L@$z~+uKt|I)ms7|&|U#X{R8MX$LxFZ$o~W$`CkIOautv0 z)AlyLUz*S7Odd~v2;Ik@&{*i9vEVUw>)VpEjs(I$e^#vpX0-`O3St`pbb{*#aC{j3 zeR9A_UFibcJGYl=brX7s70@dHH}E+H42MVXa{>{Y{sQRyJK)2>$yVkB@>&S^V+kIq zr;pp{>yHY+P?v$rYrQ?0~`}na9p~v|jTtNM+&r?OZ>A>-`D<&nUth zOznVQ@Yw#yQotdR2&DM2KsCe=$QxDzRn*l$H5^!IUcUduqv}iM@~Hj^AVBmj?^R$% z^v{mA^-rL%cn$;w3J)_dvz2e@H`EA5+S*N9t)WEOMjN}&2P(G=C{Z2`ataL2PuLr7&(3JGx+*(`xlE}H$3BQ!7F&1cLY%Rt-vdG@wVRs&>YbB5a14Vf#Y|I_EN*6 zpbsb3R0!q7;9yyNcu4sLBPm{ zGRCkVm9Y{i-ZrRF4)KXScE=7nr9t%o1xkXupIV``YVSMX;hTVlB?YM;z_FGyf2(M_ zq76{p?7-OQ?*{tbn6Y#~#?kjgj%9c3r9x-Asr26c)YLkDYUxI;vi%XLM$gA)W1(8$ zUY`@8ZOH&4h>jMZgO9Y+9=Ogz;2P~1V+vzE%9vNQa8~)#UDe4uUh07t$7p$QJCkHEo4q|NTm1v-m(#Ip93yT+}t%8q&&BdG7L7 ze?r^RustxyLxHMMTc~;#13f{l$G+|ds<7|S{1nEfDnMOP7vBfY(!2_=j}k#@ ztZi3yGiML=~f-8}u8lKwtTuZG?-`-gHssgKjElgpYcACqTI`3RL#P zfVUh6$_fmqATgsN^EUyV_%L^0>1Szl-L^b1J3hCRfgXWlu0GBx&s{gwXt)nhJAWXC z#Am3GYBUH^ZKnmP)4+uO!scr=;BDy5&^3^zrhNaiF3>OHZthC`Re9oAFWMbp?#r9H z-BsNTH|3;!R0h;VJsktp;>PG}4%8jk_2qcrOT@%S*i{*9=@8e>p^bycOyXcI;$cCK zJ;ooaB5mlu2R59+`JTvH7)xw5rK&=!$Ycf7K*NZNkRWhmf~JiGPd8;cKA0T93W(=|X&cx-du$ zoNI+%xv1?0-BdeZTv_ILtGr|V)v|2Rlt8U@iJ01GBXDkXnv2+PL%eJ0SJ ztbTvBr#6s!j%}xZVT}7YwaC`Czz*91W5ai&_?*Z8gB6qu_;7h3X~)Jmsjp-Es2HG& zH~M?3rcZrU6J4M>xte-S=>*U|9+Vu35ZZ$gjloPdk=B7OoXERSpfdZ_KzU&W&5 z?Zlr3Q^Wdev4Iivp4qSr5%eb*z0XAFUpV(gQGB1etrUIS%r%}Jh~?N?Tl77ic{q%&9ecW{v&pW| zLV2o=@4VE$rN9?`v`XJ2P>sYVT{hs4=w`wjaw%=*FAmHa8?KI>4aKjmdHNf6y#@d1 z#T*W%{aPJ~Daau1myiDsaKC8!)|vSY_9pgH_bjzz4rbtA%x3_7`8WV5=y<4`rctlW z;JWFw%m4l%KxzZ{4mD2vEm&Bou^z4pQfrLB28nOg8E;*#ogPZ;;@YH1&h=d!1V4Dv(UBS$YcSXcG3M z=iWbDR8pX;y1v6h{ix-w>?ZiBIadNy`&NOOn5#XWt)JZ3xk0I1Qo2ezSukmK; zsAQ-UsHuwY4N`~D<%k@>mu-MDe4}kGnv3`+BP8(|lByWl zhHmPwX48-RSMaTS!1kXIOSvY2v3z(0tdnc^(eJQ}pK9IBPt{(iRTmE#KlD`2v;5R+>erh1-I@aAJlb@3VXeYF z?@go+v+=3LK#W(AV^>ila-VD~X?IC~wPOKmh6H!@@REnJeD_gh2L`G_;ZWZ_z{d-- zHmME#n3z$?nHcQJ`RKSU{us_!Um>}4 z?V*?`t5f;uPo?5I^%(k$`MID7VV8IJXMk0-oz3=wXM8X)x*yNnn9yStvJgWnnQBmWF6~0azwMqtUG3tLzhxVl0!qc zu&&w(l-boqUHZ#aovrGr+8Mmn`C~v~Bb2_cGPHip;?Fn|)fa5)wTO)Ju0m_eqlbCDt*A2>#cIa#QIDd8NhQA8F z9H7!3Xw`Y@cN=Pejnp5L>7#XhQnDTpbmGHZe6m;_`dWrKmK$H(?4nEuUDe}B9%|te zFEyu&pPKq5K%GfoEl?bqjoMrypJk(RwALyoR zgFV%^3~%-FX@D|&QuEjVeQ!&?#?Q0Qz(0u{dA2had^F{7e>H_TwJ3^u?9mbFkInVtczce&Lx&OA3_A zv}#4OKy@b@v~1*n9C@e}YC~7qocjs!j6M~1BrYLeiA~qZhZ|e6FO%CvRoLR9zB{_B zyrsR=xNkM8CHAmVRX!Fvc zJD}z*%CS$_>jxJoe^^I`_48E6D)^|g75!Da`C3&jj(r9P=m5OgcbdYwirT5?0cuFD zvC_~TKgn8$oVYs`3XK%`p;xcba{Qbm|MF6W_zrIG^7Ra!wBNUyfs(hrM+{mLWZm zJ>-&8Td_ZEZO3NXBj3M`Ah)k)ZNa$CFUKCkq4=mz+YZcaE%IPhYRD?kj{KohS!xoq z$nXAqF5&;hwV~;8(5bgjqex?7V>5iaIkA$@c{$jVsLA?E}w$L&!ZD`%!8;SCNqCCp(|nz{KL@W1ai+%+SHPFsMku~M8~&i2ieX4-q-Mf%lOk- zVw9PEnRx6Te^_FRkK+f?MW`F-*K|HN@_+LncU9(vhYBg=tN!v0RO#4#o42el@=|A) zr2R_hy(TfBF11&E`qYp(i*C~S9LWFE>#!Hf?R>-Nb>xDl zs*}Z6^?I&V3yE>g)VaOwpjlxK{qXU`9@KW|)YF@_xgUK-FNKiL{9gn6v+qm$L%OKm zLETlz&7P{W$yIIW4qZtF>a_!bYKlAlLw|cegoY+N^m62kbnL=PjpB^nM>m6ZiTLu4 z&x1{e?v$+UYENoL5<=-(vslE;LOKg47K9HL!?_suxMW zH+!h0tlnzdH9ys09n?-axsIIq7kh|H(Tf}T!>cs?rvH7g?>p!<37Nz9oHdvSY~7bV zo$EuP;~C(ko)7X@X*Jm&ZO%R)d1EYgbMPHBG0gMk3hXm8CsT>98rpb88{_%^RyAs5 z+Ns!;eIIgl7h+rPFYFI6&%NtW%eEpWVGY3qCrsdv3_fV-VTjoy@QP1 z$UapQs(EK0+s)s|>N7v2E=IeGAuqB?pJEU{8m5`gS#A zUBZ3|$0kny8)_8IbdAwy-ww#fe-0%Ww^3s}pU;tN{uOE#8>TVlu48S_Wcr_eFT77< zoIb{S?Z1aAd|j$BUfXVMBNRwO2;ze{A%gtp{p=T^F+Rv@z1RQTmzw)EM&~Kk-~ao2 zxNp`NEv2k&{9a$X8#TtkU##tfGsfR*tMht|vDcg5*I(C#8l(3(YdaD2>G%6J2YvUL z{`5MZytW@y(RP7i`uF&?yQ}8`YX0XV~kj7?Vmk1V~f}z|2__x4H{^kGVlJ!vH!%d z%xf<_Tw|OtBlGlqf3e0`ZN<;_h~1%xAU4+T#yhbZW8p&WGtD=q?9dqVwaYwRG+(1J zp1xx3dnj`ng7_d#h#(G#J@WT+-U%D&ygKuAy8O7t7-_MN^S|%Yhjp~^(%PqgHWu$) z8smqa)_ec`xDTDu7}t)p&Tlw+3Pt|={^n;cye?b&>qI;Mtj}wxEiUJ`_IW?oMj*f6 zpUQC>W4XfCvDwm|4f5}O{?ktCp&q|CUv;B3#xYl{ZKQKA6Owsjd5b-*JZ)|Je;>zU za^xb5bq@ab^NMg@c#8GB%>N_?oqkf3NTN zmo>&6$v(iy7>$vmBJXRX>yZ`HXI z?F!<6*dw-x4f5}8{zQ_-nAXTT2ceu7g7_f+yq$Th3Hvy1n`UZz;VX#c=l&o;Nw|1CfEuqQ9x@E!0ADq9h_Y%Qo0R@JtMQ@xY2Iyh0jpNIu| zXp&t}YFP4`Wc@cNLZ0)u`(UFTkc0qW10m~ydv-i2t9~TO z=BB`Xr^aoA}tlWB9Yf zlVnPX$-rp3ZLpK*2Ww z37-h{Nwe?h>pj#8FMvNGk6ttG&p<8E>(;_R!-2LWAT`edOF<{;%*8?U61@BWqwTE2 zqT1TOj~y6*Vh47j*sb@n0~M2Q7#IueRt)Sw#V%~DV;!*=W*E8@yA`p!yWY=u{&=tV zdVc43o^uZGANMuG%`_9}pgU zgVaNJz0k?kFC34pD`x2B_7SKNSZhJX@?Hovz#^V{jEq9+y@KiksAln%X)_q|3WFdFo@7{!ls0d=31F*sRaorsM{0eHn@mY;zj_H$9y?vnw|3$l4W9uz49$ z(J4d9RnCw+j_K00ORDsrm?*=R8s+IZC`=kblk<$&iU(4;6G$%WsW%xq2kcmM1b!L> z`lZPCkVMJ;87Hw#jFJrviJ=y>AE%&a!DiD2 z0nh0K46Qjn(119>7uw&rNp&gVEu}jjWP>FQOfF>xhLV_&k>AtlOLuZ7~ZpR0E zW1~~!p8I&_825vV(G=8PpLiq30-^A-m(!BzO;$9J)j)H#<&7zPoG`|9Hx$;08c^zZ}44BWNs$rv!DPmDNNd^Mrjcx;F26mV= zkzDCUUhIw?v1PH6K=TVguabv3Bwh}{^$hA zb2fQx4zjzcK@Oy`F4pu8DAPD#p?OyWhX<~Bj=I;`77CIY)WF6-QQHA8-kdH$=qLXL zpv50kq=QqU_zW=0zHoyS$-*CoqSMOQj=F7kD@KkIqYZ(b{@}IS^%$A(0QlB(o{;?t zNcyF884mQSdG|Eg{yJGIeoK(BR&mll9shcPKam>-^u$)Bc>*=Rw@)Ib55~w-pq#~l za`rtQBg3MB+MbFLGoF?m08}mkf2)^~B3nu(itPuZ7;*ufW~}6X)UJ=fLRWEYml*j5 zytjijxx)&0acLmOHjG;&01>N7E^Bl zbqYS&_B8sxOpQ874!;Kc6o1@~pEYwLzU_gu_WU=voMI$ z6XNg@G5nA@Bc>APav=k3YK=0s4EL_t|33|oG^J1hNklDcMG4dJu zgUe5$K>(tD8XAO)*f@%q=vN9VhDX4#PXY*Qk#VE3JYwYmaB9}4^&XzbcNMyL}Eau;3Y zCa0~<3w6jjVsQbq2K1Zu(a@r7*2y<07^a=ji9OT`Jp$+>-E}gt4W9v{t<)qM2=OUt zYJWjU!o zremzs2clenJRC(G%yfpXr5iERnz=Qm*QB<-V%#o_ zf3hpR05Kaw{?GOVE_yay3a6yW!{N!Ycc)SI%mjMPSO=*S^^ZgMvJ<+Obx;6?19M(Z zKfRLPo;=cZ554Ot@(61fOODChP0zPjv@>@Wh^-*fZUq zfDIdw&l}>)*vgN(z$12~UF#T`4pl;<&On5_5@$fAZ*<9!&cM1$`lQLT*NO7kH&y~z zlLdB(gKl6wv7NRZDvOoSvMdCuPaGb^f8G#_9m2@z>tbZ)Ci2#1a@H#Ra9ycL_ zkCrNjqs8`Ev`p(rer$z)(6t8Jy}))Rs+5h`{21?7@L5Jf`Z{W35pqIHs4N!#0KQJ0 z+>tv*lJiqjip7X|$rvd@ZfLSoCm~RBtosehOrY{^(4ttz>EsGfdE+Uatmge#=q2U@ zi@ybQz7Dh#uFy_oLrYq4~E%AX3 zUX4hTSnA!H%tToOeVW~4C?WBce)!iJ{JJf9Ho7G_7X4g67aoWwKG_YQoQ2Hh^EIE+ zL1(ROOVw0Mv2)*u8)Fpf#0ttFNYGtvDCxp2H2%C^D0N)EDv2qMJOeh z*I{(%l8>5bNS8E=bg42H%8hzPDRzcEWqoQ#0`b0-dL2xkK^-mIpPbVRcy~`~c^~rc zApC~UJ9~2;FKCpoLDeHr$s9+o2A#}>+T#}VGb1m>O9s92^3CKRdeeno26`gsTRvh_ zYK1d)-G;roL}0fa==r2h;<43ea_wH|*v3GY&~k2?%%wl;+dokb2E|Et*4pJL`{%jz zv+O@760dO;={<{@`dD;EZ{}DK$^rf^V?k{#j=#|_EI|ja@gM9joSjdhM$D8=-E%bkn>mRSkjeJ*}Iejfc?}mPQ;DdMY%NCcRZ^gg*@^>oY zjo!{8Met93I&}metbG+~pqtPSAc@du#Xz(9G&4^6xf*3S{nthE&NTY1(?g+|>BMUj zYM31{%WJWAG1A^1S^yV%BY)^EveM-fbS9hWy=q3K$e7eb8MhWXzyh)I_$_nSzp(0puyCohgz_CCY`?ague7 zz07xdV+V38Iyki#TAsNva&08NS|IrWxjTYBmHhMqxiS_yrH{~rnf8&;YgIUtjE^Ts z>^h@-Vec@O{CJg|7-2K8T4jC?d>6*0#9Hu!5n@{&J!Ef6`~F-A6$ z=Q7$d@7DAQ&7iFz9?G;zryi!sZYU)?+9gQZl33Zx+QVmZO@n$+sXFwo_|Ee0=<@>< zFv!hsP#xe~Q}Ct8V(bSBQ+uFBnY9yoN~lqK_RSDmKd1@Lrb3~SB!_3kO4d`om`|ei z^~5)c%LC}OFl+cs@3fS$MihX~#N-bp$@^8HVk8faA?D2uF=BfZ{q83}?<;!aJLxqe>Ak5fqxVwF5D%mS;)x_6SCC%(ruYW-F-yq3 zAqMI_dspNYd%SM+re7As$WZiXlJm%`CHTxj=tamUlc+0QgP0S3wBG|CbB1Dzy=*mN zqQH(+$vm7W8?GhFSJ!xHvI$zgp-^YMgU&E4Mw;Q5XUIGAiNB@LAZ>$+C=M#3)45m! zaaIp%6w3$`)lQn!*aXdGu0#pb8D$=Qi$)LS>7y7)<$Mnd#K>ymLj#pbnN2$Bv=PcV z`m?Y5byEDGPU`V$OK+RF%OLx|($k^mKEy=~lqp}=>7?x>;%pf4#Wle5yxxQ+rOFtc ztf3#2QuLlyIvMaYT0A~RODwc@!+AaXJzB05;&&x=5>-Yg2Mf@Hb6sgO^eAPl3=&ZZ zdZLEV>ozyYi!}B&_tV5JBuN~9#>yNQ=#kmauHw4IZu;_|=g@83H&G$7rt4hSxk)a( z2erj(_Wk(`(%%{iJFef=h8m?1zO{WOzSTQJnn7cgq^F-NkSx&~jIw_O{rq_-*ogh| z)2N-qZDsnSN%V^G^ey4+DaN|fX9RHVZ!DipCmusN$ASzguE~%=%`@ce@pRdFB~_X% zPLz7kypG(*zOar#Za?ChfRQ~Ny-IENKNG^}QOI+~rR<&QYYuP3r}(b_VRA4v$Gt6- zVKsDe_hGcWnHVjW4^K&j38&;?T_paL%xoAf)!2)cubU>`hm&PqEHPI-PQF!%m4w>R zDB-)hA@nu$21(@WA>@{|YaTyn6~}XZm>l7RZ?_wtE(7yHPf{RN z0_P;ks(?5t*MMs$bD?Xg0`1iyazG%`f*M^}FC)qEN6H|?ai6;6iRSch^t97{gN~Z( zBPSC19G#aitsxm&OY)M_OmYytm`ovtdB1>os=tAnyq&yCF5bslZmmv}z133WSj$8? zWsH-K@1eF`%ynP%y9B!$dypr{AI&-cgo5}D*B^?~=l14(W?^~)bNXWZqt4`XDcy$a z_3_EFxDYf&v*P45^jX)2am}6_YNAG&F_?X4Gbp+qvY#M-d|gA|5{_<6b0VkqBhUQe zL|;4+2-Z1w)%2{Fn#Pl#n*rDS`hr`s+dv5dJfZglV3a@&MlS=_wi-zHI-b0{0hk*y z0hzxMT9VB`b-As)FH#rT%B|&>xV5}Lx2Q*Qd-;5BFE0sXAf8*$n*0GPjCT zfl>0?c58u;Fqe;OfIqBazKHWH2lZm9qbl(P+81CLx~&>uDnQXV-$QP}FZ>#a?B@Wr zIu{U%!ay*AKO}Oi{gA4xhdEbb{+H?j6JkBaKo8(7-l}sa4RA^z^9elh^fK^p#<}!? zr=I5F*7zdm3;0B8DQ>0b*7;fGfIKr^6!I0h0{uff;2eoSfi9odDDR61R3&zOc@lCs zFd+1C3^-B#>)e8$&67SEyX#XRBiLdG`nke+N-*C?5gHZ6Si4UFn*svej_NWCu0V33qQBpU)lmhAre>tG!(JN z0#tG=6f;1UoPjZ2g{tD_NN+X1f}bk%!e1R_ZoP&8)87N#0D9Yhf!p+NG3Enq)rX>E z1#A0_wG9VyFy}ikiJv?b7N|`SqD9P+Ud4bb6a_|vTtq*W(099hK$>y`HRt^>U=j=Y z%}{I@jsCNNe6&XYNys_G0{zbb9#Ag{xb{_ai+-&h1HnSKm4LPQegb~=1Be3Sb!6N& zKw}-N1L<;x>I2x$=U|QjPSJWRG&;bxn#TZ7#22rh2NK47cHIW5m*uSnzV}lnmP1`L z1O2ep-!1`nWsSKQe;ng)W3DDhM`wH`h51GR%jk&DOk>^$#|~7-e4N#+VQwmXueTbx z4CpboI!vsD#sg*JT;uV%5zJS^JdfbBB{=>b$CfG$T#9wht;l$lfrq^Ar+yZ7Rs}A) ztG&SNnzYcU1ZXV!14jW zJB&{1>nq?Lvpv<6{JyGP8-H~ce=+ZfJ%L*^ItcuewQgW;#n4|oHXDr{O!~jcm|B}Z zD2CpYbXS47z11aWA9by~pSt4iug2mdi`<~@*{o4*qM-MI%IDD|jjEU**k>K)>45JI z4N#-TLwzwFDEV4@rE~17%75ywGA=r)&+R=_;C3IC_0?a!0UB}^`?SQj`Y?}!*nK8Y zmv(J{fOh%=df&b$eBqKjl8sUu6ML z%#}j!_^we;s{-}!OzvqTNZRvgpH8hl!Up=zrNO=4l3$4c)H+)@5FSyolWM(|ZbvZ3;+4ZRO}F_yW_Cx-9f8x8XRLGknmpV){FCo#X-$W&wz zavl3NLHzLHBgEuBM92G?e5Te8R#{VA)cM11%J++py7b9kH7yaK0?|{INaCIIEIk1& z0C1?O#6(kc&=>zp0%BMTKh90=?1kU--m>iY#> zrF#0Ska`-mrh`UJ#y`%T0q#@*DiVGli|&J31D^s~w$KzymCzq?FbCU2wuGjj1#mW? zQzq!yZEQ8F3H5>ZUrIrP&@Vs*Q4cDSOK(#Hj=TdFi!WC~A1nB65y1`}frBA!XF93_ z$&RYd4`(%Z7LTBbO7G1@@7@fhHdzpJtLL!qKV8uQpeQA_#w(M|^jqJ{Kd# z&GD1S^Nz|m+eyt0c2#%3d#Ln4A9W_pk6O)mxuJMM*PUH~XrbfYVZhTEzc+cX33)Cf z5t|}m_|MWbpvpmxssm4(U%=C{tG@J5EidD{HT_j>^uApYpG&EkQTQ8idJ_MC#T<^Y z{%~|tA074M^%>%a4nLERPO z@osAEQxEmHoUh7v(N8V<$--Nyr$9tX^v zv6^V{iDSG!h2B$`({<|OLt^t4kjEFC=Nk1Q9ep8d&j%{6%fOW{;j0(u8P1|#KJSzY zMHR23zEK1EI4SSVu4?TEsP$U;sLCV!lp-GK% zlDydZJ^dhcVi|t5`#bRBFHq8aWWH~)+jIQ>CAodE8$Fwsx|QUocK!w}2t7$lUp|iv zR5Q}(eQpAuW&Tmm=!ckpE94Bv_U3i!Yu5WdP~B+&H3eeZP^*%8jRz)e3pL7fpwp#l zY1Q{?TIGefRoBv&xGJ}G9?IjUxB4x&zY3yPyt|RSnTtHvh8T5cp6JmTeRiKrOksyO zWFfZLG6~%v=a7AY-pa|%TV+Q1Dko_Cj+Em#{5l3(3=RX@yaPD&LB_!jAqmv4GwAs$ z(BB78^RRyH561h{S1lVnSQUEZqFyJusj%hVYRYJ+s(u5$N=+$Jo*8dZ;c;^hi`5XVf#pW0xnme5ut6@#jy6qF9oR!oDo;xe+o zGISrN2_|Px{aXo z$_P;HiM6`K&;;iD)=1pp*ROApAJKJ}r>qg*X^xzKLa)i+@0e3sMJ;r0P?MC=Du3uR z?ibRk0BBk&1Q8#j@y)U1FXY-7=8v@EGc^*w<@@}>P%$vC1jG{Q3XO|BR24URXw?j; zQGB7SXsxuWDsp;0lqhqd);tSJ1pcl770O5`PRc_&v6#;_NG7x$ z1(4f(_8tm~rBHZu2!=9YxK^oQ{LSYkN|b_#2AYa){AMA)DFHP~34W6lz#ROwD)k$b zQ^bH}N3A-`9HXGr*fbc54HxJFT+u0_gK}fhAans0M`LI=%Hco7W_zg5AH5Z%rE0`l zjXKzz+(S)YMZfrd95jowfIu&%cUc{vW<>DWZm4{Y028OaoYb?I80x4loOXh4#8vg0 zOyBq3M;!_ER~aWXD!485W7Fwz===8G<9&Xp9Lkd;Yf=m9;fuCFyc<$ynn3N)0=kUO zgH+N3CzXeJ9a`b3Hu(Fi-J9tvT9Xs-{rVaBE;ijrJe??_Ri*K*#KjslVJiD{dISe*;4tFw z6*a00^~sAmHmUC)efaHe_%{?DkF-vze{uA-(Stt8M>Rk0r@BRIltXD?;*HUpJ@Kre z@0bErz@h-|^w=QRKNJ{i>_dKo4kw|HkD7JePc=UaJqp(gnop*Wpcc%wA-`bTh&J>N)W$4o zW?Sm=AYQBTch~mx1En2RjZ{Z9aFL5zALOC77xGcHKl-T)CW=z}8Efj_(`@whfxMlY ze%qY*x1iT3L7uk8pGvd7vOxavE1yG->fiz=rL%Wc*{eL1ExqrATTs``r2pnxg4JN^ zF#Xl~ll0-|*rPJ;jHl4lP_yB09UNvtK>ckC#4b+!%kg zk6PHA8u-DB^-cVT_g&>wd6-3MLQNpfEt z{-4a+$;}Tk>HRL#AK!u!VpBJj^}f5h2{lTXZ$GtgI(w(n?rP_FZ)id^DxR9X6`kdx zSE)?xTS$J(&DaUlnz*I(Ju5g@IJuD5=V9!H`RocZ^mlwo&;B5Zy;>Tyn5T)`Gt@vN zl=qR$BRrKl!*@E~pW8&uMygP!zViBUBYQ3CR`_~+0ols?4t%~Mf;|+q(`7$2gZO3_ z`pYABT$^e@jcZ8lT8yQv>8Y%uBP3&Bx)_=Cssur#BM{@8X@^MAt;|COn zMPpr5w!gc|58Ysw!anN87hg38YKIj3vNZ8G37hXNL*8Nh>h0;LyHcO+shNFQQy+AR ztl8|S#?^IJO|0Bh-tnGl$ZH=p-;tcbo?s`}TGnrcmhuyHwe`togIE_e)sC9sGYUHe zp)2CA8M1m9`{p(pwGkie1y!$RHvKg|GK{#0<@?MKez$;nyck_ALYE8KKk(|llsUz+ z$ByUvWhQpG$o#N#Yx+0KbMzMIx*WesQkzE&NFrCK^tQCM)Voj;TEqZx|A4lbUCE!)vjvb zV0+ave}C1mh_hOl;HJiJ@KXC%LK)`|wdQ?dig+x+vGvJ8k$t)D>5T7s(X-O$ zt)+hr<<&%Co$1N?kP{DksqW|cs7+G`s7W22)!JBh73JikdQ*!6xt4WRho0$wn-#zZ ziSaIV*f%gg5At-?Hq>aO1G2RheGH$aAq(->uoLuC^kO3}&?jU=-}4lTm)Fp=@OOUn zI%1@g8hL?hSHWIta*(e|8sV?JlAvGf#-4B-`=o_X`flgiNi?;Az9W_W(?#r7g}LN? zjsFna&%Qu0+tN|xjdoJ+hr24T3m$6UME10m{neLbjcPlDy%uqteTVBGdC1A+sXjH> zlhniC@$q)(*NfN3=+}|gkB=PHii*yvMl*NSzckmu={}%KqpUzyH>Pb9O*4=G&)(`s2S4>@yT7^|u2HiKK_5kpyV)CxAMCw| z8h3>n*PI$xbQAQboUc3kPv?E;Xs)ALT*^slon6)Tcn=l&!CM)+`Ki5$^s0NHv@Qv) zZ6mI$QZM&1R)Y=DQyJN(Uw}UB3gcW1P!q_}<;kl*`o;as)jc188MFU{hE1}t(r3=H z09IfJJjMpGK+KRoht^d6W~sNjQ=DV|bG%`U=lyFugW-Sr{@zndeI-xRv41{(XEQ6k zO>WbiLYPM|^3Na-=a}b`2c~oV&vRM&%u+wj&-DF2KgYc_f;s*Bc`bcwsh_mr-_NUKE-QV}!lro{nAbrh zXXf_+-?aPXn>jOH+)GP+*=eTr=FE7-K3VEV8FFsCgrZjZnj><~zIzK=>7Bde+<19E zTIwqw&$;!s&TFMVQ^hnt8+^tBF+=`553M66&&7)IDChJ& zuaK3#v;D8}$lW1`AZDib`g!*)_3i5C+}v&P<)N`TH(v5POMS;wn^zTbK)#8l@&5UoT2W)-&zi>gduz!;$3GHH$NlxX3q7#ZceXSA zHVi$5Apd;6m(k(LUpjPPoWD2cZyzl6w~m?Sagbvpkbgg)xEGfCQse$RJ=8&Gy?*)S zKVQE;=c_x~biPdHZ$NTxEpHxK>chI3#x`TzKhIs&u|cKBfBm~H_kAG%5E{wH>Ai;+c^s4uu;q^Ze?Y4Xo!N5`lyvAxJRdh5Y^bUb{=3s$@E+1;?8qS)9*+ zM3~Nt2x4Y>uQ!rQEH9aUo5kM-B*OGLB8Zvkz5ex0Oa1(p#rVy?o7dSad@H}{Tz1UK z2Knpx&An}@Z}ZJ`?*E)u74%o+m;QvY{`)Z(+_2Q!-!qN*-_1d?E%mvqO!Ic&Jb&+8 z!nuCjF`etL*SeUs4*iq0R$vY{EKGCwe{EyU=R1CV{-64(&Ue)X#0zmi1hGSG5DUZ%`SbPG_+hE9 z^V+1JgZwT62}44VV8jb?Km@TvY!C~?4EgghE8xf3pZ+_a&qYo!H#40-f-%F85F{A! zLL3l5><}Bo0x?7W{M@z3XH9?gMiKlj3<*Jk5ii665yTF$K`an6e@Y7O%?~`eM zVf-!x2}ZmS2SgA%#0IfI%#c4Hs~2k>l-o2`CciTv2ayOQ3<*Jk5ii665yTF$K`an6 zRLe9@FZyNjWAM5U$>V z+;}^=-q3WTX}o_wx3%=~sZ&g2WwK5KauCUxb;r_s7jB+&>+VVaGSHZF<4t6|gt(j= zZwozs;iEY>UXZz!eu}FphkIcY2SgA%#0IfI%#c5irR~M7^p&Ps{6UTKc0!s|i%FFR zOOnO9ZoJIR9V@|)fwOU|eNS%LwyO=a7r4i}+(0t8jeW)o;Fa8VedP|fq2BrE@8q}Gm=RXq*zZ7xv#yTHPLP&{b}bgvfh4&Y#O z?(?MRrNA(pd7^bEjsqrp#VkV(RZW-b3sYtH>O|=djG-VDEw(_|1A$abxyx^rKcRBP6Kn12Cn~`2f{T`_jcQ8pDCdWzFC&1kX8RVD^v>iZ`SHFbb z;sNW(hE^qu_sH`*&|olrZXgmmUY+{ADQda|v#v7On`f=u%<=eP5 ze;%-3bW?vk`XBelQ;wVR_Z^@S7qQ1BZhfyj${=H^bKZC8;u=uYWZ(-xVwwSM=m1n@ zabG?IJ}{&Wa0$*?mva{3yU;*j+Jk_Q@%@WsiK4Jp`N~Gw+%{Gsju|A9HJyPn^V zmL^Guk@0c?oi~mIItwi6U^vJ4>1A9uUYqdr+*-gfs&I@Ax~_`OYNE5cyw-to0$xIkun0S5jJYKNbC zS-^L*funpw?9tai9dM#O(1>gYrn?1L>}G6@-G8nIYP1X($|4}>b2)ZmtlY*w z6dCW8D3QbCq?wA9L%@Z;qPLArfxZ%#8Ii!Kfrpd^vNF*Hm=%zfZ4SWJfN+lO4mHI4 zWNB-kD0UGEGVN`gJl7ay+q76IaSgkUhq?t?lV-q@7G2g$L*gN6Bvdq=fK}rs*GgeO zD`J4BEPt{GvQ|7pb~H(seqB?gRP{vZ*wrZceh13P`mVhMN|H>z!uS2Lsb(U+HXJ_< zz~=a1cO(-1Z$v(#`#H(!(hUep;%T0a{xw;8-Ak0`E8}I>CZn|H$;UQOO>BmG;K^Yi zXp8}%EOJj> zYZ?0xzb>vl8T=<#DoQ640JI z%x4DzHA*vR7@Y9!5d7>N_8T|?n7ud98dqRWj`-d{blH!b0=!N0AWhbuN|j)hECT`) zBzI}xOW4t68c$IMGIiu0d5ZYRI~(XM<0O!y`XXKM*J;7%Y7BEDFS*S&$ly?eSRoa7 zzXce1ml+26Io%*Hfh4Y*nkH{qdus7SX_*fFQt?=+{Ic#6@G<842ptH%8jgKV zAdME2uaNL1=!Vb7AtP_5%Vgk`j#twpd_{^hzMLo{lH=qt;~k5`|A8raw*|sP&TuWq zlb?YQ1praK{RYVBW8kkqs9Y~on=*L9^uiP=0-Wvk_IMc;7Aw=Q0}o{_d!5ORJ$Y>e z9MYPcK`f8u*rV5g5S<1x3XHM%F=|w0Xg>C($f=Ks^12^X5XXr1hDIr*jg{=9tZTAC zK9aZQ{UFBi+tH5Dc0k>5zm-m^L7fnE3n)4DXMnRo&Jxeru0W%Z#^nEg)V3BK(c^l9 zJjH*@qn~})t}8z9^*#{!C?M7oGg|qC(;t- znQffpzG#p(5>4b>d~<2H?)r^%Dp2Q4e%x2^1Mva5m7+63b&`3sA}ngMel8|Ka70=?Sc% zVR@M@r=iZspFlj_P7#~giDLd8NbTuZu_hN6$Dcx&)562#3-=hg0mRp#3jbf`*w8}I zW#oeT;EPTk0%@N9k?*m=HXxk|Kp>B}0VPEb=1$m@V|xIHdk_fyl2?Y9)y|MmAY@B9 zZ@g=g^sHi(Xm_Yeu*u9DKu5_5l}0fT0-t02n4m9K|bGv zdW{@Za6A-996Okr(fuXR?ME?Eo}6L%6g_qWZrQ>hyU5ArMrayBh*k8{@-Z;_2SDYJ z3lFJTPpI+Fsc|o&)*AF;pf|9Gv2%!!)D(2#uAfH~7{{gOtV3 z=2;u$MhfH4gT8?L@QU@!>quO;W?s!%FF8E?A~nDO?0g;lj4QQ^e0%DAjHqKgf&B;+ z3@3mlpW?~rAJWBVJ~g3uns@}INYsx6aV!@vORE_rNKbAEhY|w6{ka1=n=$w=_PzTQ zSU6M$WA^IAV!2N8KxsF-KU4s_YNq^|J z4xCGrYLnw-b+A#qE5^!6@^-5jdc(m`MYPb%%7WO{NbEF+_T`FBl7IteOa@+0Py6Ok zv<$fuEt{@D!*V)W=43=mPvpz8G`a92Nm4GwN&4(q`HHW1_5vDBEh>7P`im}ChoOI< zqIaeOK^;e(8XhCniJ7UcP-zgi0iA)Bc8ZbrZJ|nN0nC#a9z%}#S{JyuslTpH4n)sx z#HX(&O}4g5m5sxa@Mv?n};Dg=iJ?arBecDrl>O)yT&AwF@-zTRgk~3Bn zhZ+REKP^Ho8k!`1>nF*IYEYydCx7D0Lub?H22p>=>3jQ-yNH*3#My0PYa=!BNJS8HX+7$}$q%ubW?E0ScEB~a^@&{Uzlz1&#e`xZx;M6AzjwSrb(h(vbGO$^)w~96ppWA9^$OOvh&=;&MbB?n9zYjIfWsey@`ArB&0vkx`fzkmBo{r& z&~ypUg1&BYiY&etFQxorrK=g#aD&MGPF}}pfC8+i2kM|`*A3zM!(dFKkI4&?aLbU zl3|k};q*|e=|#QRm)$KMFWXidi4U z>smoSMJ}jE9{By3PCQNkkw@qM=(D1r?b;C|Czs(rMh zlfM(IPV7tTk*moQ*S|q0^#b}f=JE6v^fUDQ(N~~%yAUJVbmBE0N-1<-4PWel56;6D zhwwpf-iIP1GoVI+GG!N^Uq7ppj(qoq*K)j;N5adbNSP~%5?4Q7t|b~J&?o>;aH)ctaQ8Zrs)R^wO^jgp8E92-J)|2PRJ99ORGZ@;AE_{Zs*ChT@ zd!cva7&<7-`fDokRU2v+c`qLO|7@2oMV}Kt1yjXyK%!KdY?Mb$4bpuTxz!oJWc@-6 zR^WUl8lS$z!smD7qbKxcSD_?{<(d}#PF|={&hN;OZTN>@pA0DseQCK5sS>j@NhU*^ z*_|G*Ul_dr)Ds%Ga#r7w?>ldgBK4Hh~7#Tnh zlFYf5k#~0f+qG=z0%6O5D36zWeDD_Rk_z7X_S?u)o4NH26`gicoa>*VptSZUQcRxa!?Na$rK1DV5O)*+v%0qdY# zqPMj3rB)2qNl$vXP6CxvbDacpU2)@lolNZk-AWaDtK!66L7j}ESA3n9T|KY9`RVJR zCS1>6y?+@fkSiD@sVbD8wb}%>jhVmWmSBfXxWPgHZ#cY9Mg%t%}i=| zjj!bO5A-qb=-JGYkkXga<>Hbw>HIE9 z_Ooa1vJ9HnXY6MWaoqwRD><2-br^dUU#@9*aLvyZsx2e}se}Jb!LLuzJKPI}Hr6vk z8rfyYHE5^8R;S7t_Fp#&8l}i?gWR_@NK5AQ^)%Ef_*3_7T<=@UHNzEL<04;MAf{_! ze*C?M_)c8P-em**dWcTycBfx229??VXwiH*C04qVvcTgMv^}S!$fk7JK_7P3Ek)|I zN|eWKp#Z5DD|Xe`+is#4(6FCqk3Pzgdx*Cx*>GXy#jYGqU6^TJFh7`5!B@HsbE_Kfb-FduS&FSWrN zdNuYaqpL%C_l7z;G*KQ>M_<;66|WIoyWl$0&67|Xhcccc*C*-C4m5|Nq#4(MdDW96 z&a~y42mRt{XyjTSlrm_ zP9*(bNAy%NMk)}Gg>FG3PHp-{jq=>lO_iPLuIiY3sa&P~l&e9b3Ud2-ZlE%Ey71I+ zf8Y+2pql{hQ6L=105A;QHXtUz{qFt7E%S$gI|0Ku1{7ceQWlxR?e;HfbL&2`2swwW z=Ce4ys{!=kvLkS9U@$c{a?AM+AfSf=RJCO2Bi?ZfcjrL0dou7rpbcAB0&_U(uX^^; zC|jsR=5w2UIJb%i{{*gH0q6s_tv6%5d%bu%`7|IHn}Oi%4^*qTm0xqEpPFOts9fCK z)E;1|F(aW|;MjLr(2Z~_z5qX+QixmIOL8lGB_QM6Vqbw<>`QZdeQ}@yO_~DhYX*d| zIZsLV@=zVhc&px3{nasUk#7O~`wMWL?cBmAUDb=Tpm4D1d>u2 zh*1?_FU-?zuSN}vh6?4HM!A2{sFTHjk^_x>0VK$zgK>#Kzb2P2@Au{53EK^MGI;dcG3s2kbR+GiwIUcLGREQZ#fJaRJIAH9$F@0qVeQ_mh-|%2Uu= zUAE=6{aPAzo_YB)mnPVFH8yT@8E83>h_S$Fj|6@S9D?qoC*CmE`kpLTd~KMKe53eY%muaoW=%W*uWASRNo7< z3P{G!n*nMiwrhfJe*?C4lJhU&{I!6I)yfC-h4EfO$CJmJISs^5{D7wb0crvS>^cyI zU8jH_Fo$Lrfg<2b$L{eP>@|6;xBBqOPn~|DQC>2-QLFU35 zu3G}hVy+{Zs~NBicO?7WU=;ujMx>pavOVId+@gI|TsP=A6!YF6pbBxm0nB+Nz8{L; zUPd<-)==@V)+?;jfi;?793y~qe2*BQj@NKj)y&F@#Xd{x=@ z{;Kb5e>K`gqiO&Zsk%?2J|}6^E$DPQl!T_DGrl$oikfifa<=j}@f%sAH&1u&tHS&S zsH`JSs_q4M)$zHHng~oO-U$j79lv`F{D*nuB}csG+5T0k?My zR7;$I`8Y#2adD7ZSk+M#dE~5ScJokMA9<;H&3x63$9}5JGk^7Xsz!|`F0K}4y#hRM z2#^+h+8PMU3u58nF>IrUGKd(y2VF&_hBYr)B&wCPfT`IKRMW1gYt^cKE%6PZEGt-+T| z;X}d9VJd5}8RVpjHg!>f_1)El7Cvg=5r5ULF8LCu&T?|aEatn0xLcZwxGl`_j8lu_ zGdR|+4Dd0|bA$8j;XFH&h>0*qwLH^V4GVNveII*~=loP+O{i*eQ44yIOMn6Gn?OC7 z$CI#E60`V8UG%b)^*9*=)T2$>Z*=DcUOm-d#l;e!1`?b)HSGmn&H1cf;6fh z&@*ejMxA}2QU3Ty(~snDf8g@erIHJY^A$k%S^-}}^0%gzwgHZYeXeyRC-efo*B6K? zG*(?JLPr%4ppLHqZbu$TI31vdkgvjiuukl-5Ieu&nEgGl!&FCQb;VJ2f90&&pLAFE ziusn?@t08MwtyU5h;xj@ zcY8od7M0`#RfwyazsExraPU#X9sShB$NtIK`v^*TzVRw z>i!IxnC+{foxpxiiqRvGlR5&MTgrJBa?Hst(C_pF3fPCg`;j9CksF-xJvaQl8g-Jm zcty@^L(cC*Y!|1-b)iNtx&hq?HS7a++43Cd*&E{KJ@u~(@VP*sXN!TmvA%lLi9L7l zd%nAX4JxC5bM*bLDUj+W_y*G6m38>Cjw#SWY{BP^)V*@g zE99$5{Jy6LapO(zqG8S>=rP8VWAU>Np}y+OYd>X9-FW_0qsIDi-re{@ zpi@uQxP@_^vd-g-<;_@O%%Nxkwj@@Z@cY)^sdL1lkz?G@`B?NEi@!c-i>?+rs@L_M z)zg)3%J|3w$^##@2`Z^MK=|83TjW=ce7%%)<0D0|@m|htT5}oB?c+{O(b5x+0frbt zZYI}E!*?p;H#6|<1=!^U{;fkkaL!Qvj_l^I%ANC9FEj5_=PT|A*)y`si{+*C$BFCd`4%EkhU zk;*{%(aFJ?^aY3Tp=A2n%fxmz>)`mdZ|H442dZ(op*|_3RZojS{a^t#1X2#D^vFuk zYgE%JM_|&U>uObHTdleTWy+OCP;NAVa>CJ7ZEWJ9x~%qAlc)NrN&(bq=AVx|@Vz{> ztUK}RMGqcCzlA<)VV5<`rOX_tMCPL>@?hP?tYf5?DtW+5<=N|_Rut5z-k+cjV!g@1 z>^Jz`BJ>*>$^PL86ekAiAvS1uA0PcrekrO|OG;?f{HA?XRGUHSy52=i4R=#L26-u0 zYEAnP`Vq$4QI}f6d?NAhe2iOyx%e{n?B(R$b;J(-(FYq&KMu5&a~Lm>H%huG`}Llx zvX{R)IFcA3x4kcc4H)ZO8*&We4Ie;E5*|pcI*bdN=KqIoNGju84wQ3?X9$$d87ls<5 z1QY^$p%8eQtB;yy*H4{>vTDu{H&v9q-poAyO6NljElFJ%%KGqmGyM5@61KxYA{sB^_CzKFKccdti#%EU$GpH?!vW|xHv}(*8XjGs^=`~ZU zJf}k)F-5Cp@P23rbQe%i%z=X90aPe0CumhoPH-Jv1mg z=`{{OyA?&Bq6a3P1npP`wjlRDrr#M)znwD8Rn^YpsWLm$_tA&efI>jgv*Z~Ppk{7o z%!}kda_45^u4@DIjDMc)N}lKoG@Mv+A`biP9-uCbc2of&uF7t`hk6#_tBT&!s6(8q zA2uqFy+>Uk*F4A1h^?CD=-L`xkO$`DXXAn)%gX$xHnlqf6E{W0_%4h2mqbe@c! zUq<>UmjGXt$J=x&!RnMTfxrOZ#rKgH` z*Gp+@^ixIJI;mK_D>nC3Ge-HUy40F3)cQfx>;z)ok2UDYUo$t6>xk+5=+B-wJ!&N1 zrcl$*;`7ALR`e8yj&9?R&+x;i_~9IUZxr$qKO1QBH+<~}epa8?TSz@V^Fv0h_Eh&8 z_^8$^{M7x${_1XwMs=DE=BN%o zb5xPuE~;4-4^{uZx3XXEr+PpeWj&mI`$?#`7^^)!OT}E&ts-2PA;;O3rLVwFCQ8QB z)$oa$#4B`>cZNGDt6eV2j{b5-4{voe+gFV*pn*<8qsBC3Z##qj`4GJ-zH5BKzL%Q% zgfR~=-c`m}+?>~r^f2_7C&Qi8nK7V*DsguOQ%SX^zeImb;qqUp5 zDVzK~)VXWDRH2Z5>R~+>^(@p~{dnc2-XHc?@$0 zJ!RJYFlJ$71Mf#6?!2$XSd}*LJH}smikie2Rq0b|H>YRBKMs=@0`cE^ z^b-_OQ1+OTvw}}K#h{v6+a~(_ap}!zd&8I#)X{ku4d%- zR!fcEs^b`6RdKaO<;S0HvuE-r7NPE)(vjbKkn?T*J@9hRZX z)r@u3Uv;RZQ4Qv6R7PH|%?yKzCz^e59qdUhTQ-|s4c)XrC$F|KRwVl^YJJ}zVrLwE zVg&X61be6i=u6V*^U(YIGw42(9tGW*sDid5Uy$CG^nyq}EAkgoW|E7_h;>zG#(An| zGyPPNu3T@p&mKBIHY$PLE8q)Np(w%k!|>H*w$P(AigWsG)C;^-+%A^uXxpUL5pX#Hk?>H0n?v77-U~U5-V&koyv2TudZBs2cXyzX z31z=$vvxP=<;HWpjQo9m2lWa&H6~Xa%%V2nGv4%S3&}&H z(4Q0}COsWhz4cD&=2aJUC%{9UYU!hX+wZ4_PR8E`a;Urd+2$$Ddfwk!(kG-`rW<*1D^e-F#FD_7O#k1}HP?@RfM-DR$fVg<6P? z!>qZMT%O!si9MJNdai=cVMnPBCDAIVqDw=eIt4n=JzQtFMja|duEpQ_w8Tf+qYr@= z3B9dSQ0(yDM3J(s(O}iDucO*D#zp;1_JD%TTZR1&4W9U`2(DMXKdVt?YqP&(U-D!U z*Bh3z-(>s{>f7Nn*b4hQQs0_V-xjuWRJARkDNb-vA3J%d_HVsZT4SzdeDG7xp<8^) z_1oQ*xE|%m^_y`Vza~KSOol$JFncO={O0Z>z zwZ4F@>6i!ua2P}oGt+zh%H7ubUG}E$4E!Bo`V0}o%=BKrG16N9jHkW*Z%~D;JFWFa zo0)zS0;C}r@j@IBLH_%B?%Qsy_p9;ebIE2dR^3eB|MPPgIfq5fe?QlH%w>==jT6Qi z|J}MbZ?o2at?=*X^oBWw{nAeabNcu5(qPwyP5%A7mTk4xFDz*q$H2S}A~`cZGi>>@ zvT58L8V~*b?2vQgZQX*e70tQv&Jo9p8|2)0ozP#IsyR2_I{f&|FF(#1dsL6G)>q7B znx73mV}Y0z=H5@E_uh#+RB_xg?a>*J<5x1J{WL-?;4&zbd@{GnJ5`hykrTV(TV zy{7de|5q2u>#go2}G%`XI-1|wdG10skWVuSp(%?od^ z*7wWGxpg+ehZZz4t@EGH$rryZna4E7-&>0{{;{*5>A1gMcaPQ9`kp6E>kdOtA;>?U z?-6XV>b+?!2gdn(bMDVt7w0z3`5?zeApd?ozT~-5_5M3OH0S&We&vXNzW!(Uwofh7 z`7)Wm0m-?wY}#zCfAP(vTQkPZB1R2J1QLP>VrF`;uZ|yAy7Sk+Te{9#Kk0($cR4r5 zZP>reFZ=&J+i&8ym+wq-31e*`NHF4sI3Ry-EWeH9`lqI`{{FE?)>!K|B>b~uFD?0?$iQMk3f!!FZz2G(;Bi9o`T5F{A!LjL}I->kLPFF9ix*Mj5CkSu(_fc)ni zP7>#tI@53e{5R(oTkDsPF#YD=&1*L2sv2z?$BsGKAb&l-@5`+9kCvK_`Omq(M1SLc z=}#EzzaKMC81Wxs8uP!KL(B?m{p*dU-#c)gzjv;LCD!^n<4ni?^;!q;+cl&9=e5q6 zZ>_hrH+>g^9R)E%Li7daS#ulf|9s2{z8l%;*LTc23<*Jk5ijKLuVn}JtNY7W3><$D zi9r7SxP{4&eSh^CnT(gSW0zp;@LyxwFt!C^hGd~T0}^4An6E`_%(|Ou0H| z*0z-VJn2_{&YAHtiH9jma?Yml)P*V!OylL8Jtq>E@!L#e{Ak+~Dr^1iL#DAZ z`JDkdh(sV^NC*;)cp(mmAa;liVu6?;S&U;qB242Uf|!}!>pRhpSGZ;x`|lrX%NqSZ zn~n|P9Knbe^7qH_BtLxp)iXwLd>HcY#w*L360ex%l{4c#S!u2BeZVx{zn@!W^2FEf z|9^VA;@D%{r<_}NTl$yVu{k&1S>`wAN6w9Bq{l9jKj(7pNpk-AU)TBmnIBhRUw%t$ z|DZ-0J|C#u>r@HLogxm`*4Wfohfn_B5L(OZ(|$q8D(iD5ES~1C%}7AcxKa6KKq>$ zKv^To&Kp3{ucJG}a1E%;B_Pb_cm*nXVLfmL;DgtJ3Ec1j zG6BrN97=-eeDAdd=mY0-nanNsqqt3fI1q)Qz=n}9AQ5i@p@r}RzCV|z|F$#8&|EwT z_$5%g4Cc6<+u$(eU;?W|Y7X0>Q2_POo5h`=reoJ%o)DKufPd#u<;A)+L zO>oW-Uab%9UM?m4h973`8G;ZHtRu+4f zV(ikuyLq2ko+qSMKsWeJSNx?cR03a|pu2EkUc3(BvzD6-(i%V83S4Co)F{34LU;3n zd3*zE_?@wNANmt0Jn)mBNXq}A?Jc0H>e{w#>~2(Su)DG2ns#8J(hYk9c6VUc?JagI zc6Teg=-Akag@xUipnk{JZ;XHZ<9Xii4ta;;8f&v-t~sxs%XOZMzt{0u&bv^;90IDj z8HhhRX}=O^{L)|04-;!Op!-fUp&SVTqU&Xn0l;~pJiYGw#<@arX>Y-Z`b8L|x z9iS6?U`{zd^YmL}+TB>W@GMI5r0i21)l8u7Xh;s6|@|NcZt9iAYcU&e}OTBKb32yCYlPd+XQ3<-U_yAS;3f1ykGXD zSqcK9DcwF%z8m7Cez{oL`YlQxR*sY$%T2Nf>H^t-FZe*k(G342AHD@j7kUo({(j(e zl8`5iqhy z;d^yrq7txaJMu|IC|oK7fqG=-iOY$yqasg!&KW0*(xT+u;0QU{82TL@6iuNU4k0X@?09#P`lDMHrW zH;P|NbpHrg{b6zivC)ydC&WS|e!FA>F*63JJHGl&Ymi(sj52MyQS7Ec(*zw#(o0T*imoN^zK^$8v0p>T+mluc1mHx@YEGvI&3%{>R=fxM$5k31m` z+uj7m46G;v7-{omKzmo{B?M?uAAP)Z-V!T&jzr0NYo>5*dVaK^}KAN=!Rq5(&*_k{RT>Q(K77 z+KlrQ-)AjDS;q@tr)ygSXDkkk^RrI$P>6*=KN5M$EN!4w+G(F49d5t*+3p3Ln41lfw?X`beOR41(u0D%VHRtu`3 zdHBJ-{qf?kDn{}Sj1t#U&=*l(nv!E8u-7Iau&01yZgGVYrHx+Bln36L6s|m7913;A5RQI8>%4)eBVisuGWq>euO#Ve#}m`z&GH%whcbC%rD5F& z`QmSs1DrEgszEA|?=F)=d!Hs&jsP`10QJINazA<+j11dN-0i?Gwv!`P8Rfdg$B5HJ z;(l8<>Lz+z*cj*>{x+VRSFA2{JXL|KQo9}%BZouX5%8x`wqV!A&<<4MoM{^w%agia zliZV+zv-jKB1eJAwxot!=|JrTa=9ginmr%d7Gmx24C*?u7{c#YBKaN@D@gt)=Q41Z2J3g2lo0H?Jwz4LkjEMa5CcPvUWR*=iHkel8!FCX$-2Jm}qHV;Vi%v;dhEQf{!n5x6maH;SnTqZvV zmn!I|2yvLvg!p@eFCNs3!$zpa)&rU37>#5r0R**vgzSN8VA3gKs2sH{kndA#ibH>p zZ4%Je?mDSqrIXXM!)3(YaPi#{E){1*%7kks8F~m>zURck67c?98x3`$jbhBxXQbJ(GZM1tj8sn4$wEFa%IDT@ zI$2Ruhu?Dkv~W4_EnJTAS_?f^oqlGqsgo!-fil*}7b_vHqvcwSNGU_lHG$q{8@kpI zQB94DU8-6ZrMM2|djB9P5t)MpL82aL3a7x61Jl&$m+_|=$p81Ea-ufrFEzTdgEX4I$SAC(0+N zR;GS8i6i@vg~WI{>d9%wYewuDdU5U!z~YJD5ybCc;bVvRXACT@8|f((FS%5*$Y z?qrFVJaZzY%>wH6Cwjdrd~T#arI+qcTnr2&7p$e{Sw%fW*9pt$EkcRU1+1C)HEbu3 z@VzTLfvE4s7Dy^}Zt7s-wgtLq1*Dy|9e@(zYkH!b9TG21_C!hjp(Y9c%5R<6htTiT zqV}9z14RY4n?6!6$=Gcyc3at7FUAgfX{_|JwLO$Wj(X|Ld#|wL#g6nL*zp{8oKRmc zRyFi;z8aAG5x}saliQgD?08I~H2M@Pd3OQ7Zb9ELmRKl2KD!DW|Abx^ZQ*=Npahvs zPfLCuG#2>r2x`z^#w7P{9S*e)lqg1I^=4|@_HfxmyoDUZS6QbE`Rk)I@!uABE;Y4T zRdN_TO>e}~^H-}(pGuB*&B9pJjk!o1(v`n$d4F{_>RS%IY|0H)(r%#G`=CFermQ_e ze4f-vg)_W{rlT>(RG{;_B7oo%uYOQYI3wGUR!~n^@`4rg6UU&PSPRVl@imS&baL@E zluXF@7djd86exWv<35Cf<$+H6JOX~td*)CFpUB=%rCn@?$aVvJmZsLkh~B0L4<+0&DW5_d6Pp5&p9rANwX_9W@}r7`%>AbiLh+7Wzd5xJl~zBL^mx=tRbSeNyZ6D+he!PNMj=shQT|Bl|1qIEL* zc(nK}i;|=Mk<#2dLVgT@8U?=!z~49G%Zm%rTRGE%1(7pj@sn2J(!OK3eCrS{WzL!9 z7SszAD&PwD@oq20ho@00s&nRiwE z^8Qfz?oWDoP48BC3ihZ41w~%+7!(VCWay+5u<#<#Cb*!Z_3y~l*uP*J)GnWOk^(i# z@YzXH5bBGHSD{t=nkacX$4gH76~F83FOO3r$w_^w_ie1{A%2j9UXn+#SrKBU8THYg ze(D-Ml$n02IIqt{>7*<+*ozG!@Wadap&LH=4&MynSd#aiaXi3r7N0%9N4>A;HO;WovR4?1;=^g2}sX5m^lJDu4MV|r^m|fdr>m4bc8e-X_Tv{@Wq z`yF3oEv1eTce{uu`ru;FGTpTF^14KsdnaD1b&r*g>_5(TGRgLv#DbO_Ph3oTM{mg- zhR$FPE_&(ToVcL=WGhF`D+#3sa+=W(Ch znh-CgtYhQ?d(4c|>~ZLQYP;b} z;7v)=1Nw@2?UN*Zq*+?Ngd*fPd+ON{GLe3N9XZcJm#OK3uhut+8NGT?=lbQM*8PB1 zifaU4*_RaOn1{Ii%6sb?Q6me}zr3c_<3pu5*X3j6?p^d+8|nF1u&$-_*DIOVI&^Rq zDvLAJ!V~O4kuFFJ#2(*Vd4!s=pE|acnn$l%CV+m`o9jj#Z;miZoG<&b=IlA3#fhvA z&FTT>bQpRoWZr)0ur_f$kMpGb0i_K+!anvHTYU5q>x+K{K-03;Ec>Be+^R_sx5}~d zI6g+sa~-TDef7vKT%)3%^~(l@$9=tM^z;(slqG%X)6;eG4S(NZ(n&tV?~Pf`;7dcA zBuew<@lqPfi_=-6!~<%y*x^Pf?pPZ&K4S@#Q;nz%w$R1oAjXJ~mGhysqSqQ62>lb% z$tgl4-XxWanB=M$W!PBu(By}H?e%i?Fn!y2sE_*Vq(ED0LLGds3iNg5by6rFxh)U+ zCVv$h0_9d?om91fDk(2V`mEX6p~uU{XZVV3S*|zIXU?OKe_;m|az*xN$Wmf!1oTNS z+QrMFS5flVWRk;NSA58K7H~c4IeU#YIoW?@g&j<_aOir3rp z(3NdZ5+A5u8&R8=61NxkCCVaAoFw#%lm_uotZ;3si-|q_TJ}IQ=vhWkSLv~G($hFP zvqzw=+#{BA_oGK4*S2tBj{%KOKHntiQZGq9a4q6JwAb$o#Y*tV2uZwxu9`u^m`)!| zUsE5SYD=$jieAQYjmmPp^W<#y#7L95(51}b`W3P-C;2oNy4{ZcJ$3SD9vyu&J@Ho_ z)ti1=4z@WX5yW;LD6R&j$4l5Ta3?JyrC1r0^kpCVk{;;}K3R)?u2@O(_$TTov6e*6 zDIAWkoFQkL$nESa8$ITF(*b-gr&+9vC&=QPF)}=Rl-%A#e}t`v%!g{N9M}8EyQNpL zR~QGyP_SMelM^p{lZQR%W5^qqoXG=A%<@NlC|lmg)4N0I>l-QIeNA$M>n28QIp+rJ zCT@}@(x3XXA3}!*=oM#Da|*QQ`fU?*+K_!$ap)E6n`D#*x@LOaM_Z_$LM|ymyfF{2 z&0K%}6Kbrv#5OWx9d$#(u5H z2Tg3CQOcl)xC^x%wS546))4x=lAes|&$R>tdA$ew{o7pAdqOQQ5G%SG(Ne*dUbT%$ z;_#^g*w2f297PVQRE%qj*|^rSmR^DW=;bhaoKZR{G420SqxhENDZVv5RXn$}-=FQT z8qd(G8bG(UaJzct=D_m2coOP3ZmnJb)L;#;%WXiY_5-sx0)+`O=peWG?*q=kZQ}b7 z%keaF7ik1E;3P7UTi4$sRe9aEI@A^KfwngT2Id6(Wh4|CKunr*&RZ9OT5y}bb{4Ra z)rFiNI}v_uPsBa>Xt3eSpu5;THDezyfCP2G#-uqV67O z7+N^0@I_8QHh^`M^HGmBYJmR%g}ntl=snaLIhaQ==3W6vCUZK=c{_7keLT0+?+3bY z7)e5|B6YfXDd#;tD!5yKT2mO>5unDGKLW?+cK)eALAEfCYf0ccrGdDV1G3JTce%BG z1h=H`ssbDgXhWS7JWU(uyBoLWAFRUd_1tRjQ3x6o*5eAasCW{vx0^t19snJ93XB)n zK>fF@FO8>+e*$vEE&TV>p*!Jexr;Ue2|1)ykCU{@2O5d*-_TEUo~%6rh{}8*2eYAX z0kSmutX6e_hGnij@KqmfuXlse0eC?*Zy%Mh#ZSG82~ed|G-|6O)DH`Qn(Wl7%FwCk zK5NzP%0K};p#xct&iC?kV5Bg&?U&jDRO|q72W(Kt1pFR5Og01e!*(Ao1*(dXo+|Y| zzBI#MePZmw@3d;|WS$OtEKpVFcK>>Jfcdk&9`Dctu!yt_ZsQ03R1kmjvjW1yYYR0> z1Eele@Bc~w$KA+h@YLq$E<;Fq$6QS5dP*sEQCMmt9IpbRfijUsE@gP)TE68s#)Vebq^iv zyo)XHtDLO!1bUl|j-r9@yv6r7;_Eg*J#un<#NUsBQ#h@3R)to(sPsJU>gE_PASiz7 zHn6?iz&;za1> zL-@m}SoE0;BoLooNbIIvBNk>mtHelW)x4;y8rarLP2K0GN}mVH)jd#cAO$KeF0cvBVTB80#uIH#CkDeX)w7G z-IqHI9TH>KVl3ZA&^ak`a|a+&h+});@a_1U_eP%tZadIb9pVYblasyFm$H7!E+9a; zHh?Ci4ZcBa-)9^Xz7dlZxD$T1gS^&_c$!2!Wn+%L&}VD>ZViyJg~Z!ye0Ml8H;^^x zIW|PL1h}Z1k*=y;io2TF)JNr79iY};hq`GY@L%Hp&T}Z7h`ENu?K;l!oiUP$g}I!g zBj>2aIp!nRk$oqeRF=lhs_so!bv@owX?Y@bN)3NyKNpIPms(}l9-10I^f)0 z^>QzG8gw=441Qa+Gcmb~+O!WCJ+&!MYhaDQsImf^8j4R&z&-(8p{?l-l(8EStSwsg zCMR}fKFe80dt&M|b)W^lauHh;tOM+p-_-5{^+P|PhdfET&{JpC^PQ`*!$-aq_EY0( zYSaOI^&S4%|2*?2*X5(uHN{4E@hK-_a#}s0fW*alWD~E)5~IzQIIA~noz=wdZmPgh zPc`5qG&FWVsXa96=nk#=Y!j&3x&*3`ONn*-*eMa18annM2UjM(cRN5Uh5U&eKj^H2 zuehjB-QCs7NH2BI)=zE!;IDcd(y0B7pc$by<=adBBzD}sL9c?}lxJ=R@=YPu=Yu|c zdIB@+fj?o3<$NcNTvx>&3Yk{qQuKEV{e>fSkV44#QhijzT25-qIiAq{#6wLO?yC-c z1-?rC8io$__}W-%frXmwGvi#r7VU|V4d}lO=W6Xp4E6^O>_pAySgQi`8Ti%dU4d$@ zf%<0#{(Bjk7UI0=y+D;hj(LWUTtUAxKM>pG`Ni$X1>~%==;-?%pqkW*2)^e>JY^>* zI@4!-$A(4Gd3D4>2NUIi{sur(vKV-tE=U=p@DU@q5*?(n{!`fc1GX+muBt%Ja-|>J z=L_UB07zpHu{nr5fgE6rAM^dy<`NpUVE}oQ9PxY@dd8>sP_GtRL8(y_dK3Jtrz^rZ zlYD?hBb~j`g(tLHr-)1D>;P>zesu~XUP&+hU zYGItOYQmG^yVlXDmCz172Y!DTT|AgUp8!0sCbcg&exDGGkN?4XHvrLF&Dz#7C+zzg zJ^JSX;)s6sGk#z4)eNMD;8)l>H6lQbA4QxMgMw(VR-L6rG$Lo+$G_)y0@^%*o@*I) z+zGTYoH34YuEX?Vp#kdLU5)BV?>MRsGz4xy>L&x`T>+IxBx}Sc7GrA}3sul$dcP_7 zE;?N|1i0fw;)^l2A7IT%peJJ5n$r~kbS zw04EFn$y==&3ojg%0d?xbk;`=o#UrY`3I=$_cUrRbJ`1~-MIeHql^Z^h*+TEC80vP zfbAPEWIpIBWG*nx+t3|w?$2+bf%(EZ)1Zjsb--c|l_l0&Eg9pl-atvP9lfkVpV6$R z&LQR#hre8-k7mxpUjU{30Q~a@eQmB_l@FN%G};4bbT1&T)u6eEE*Go@L5=dXTCmdB z0vZlAf_=kar8su49jqF(cUMbtdMO{RuUh98po+GFrmqq{PF-${E?;4@`d-*{DE^85 zHq1nK^MTZ|mL9Cdnzf|QAlGMjt338lqgeZ?v6D2)KgKQ$=bO$99SP;HDp>O!JMO{MqR`H4D)uV;{d zUwh)O*mEKFwP!B5mXnJ&P-A!UIXW78jGpo+^GbE2w}Da#I*M200@P>MU->^L^{-8B zY8!dyL>Khh7s#|bbMS|b0)K8jjMy8E{h9k_j){B7W5`hC^=_y_IQGOB3nUO{_vo|k zKtqvC+(o;nu5;YgzBTlErTkU>=Fkls3{=~jLL0G|JcaE_@ZDY5`Yg8k1N$7cgZcxz zoM;@ZHbVd4(+KJZC_736XKxK{$91S6_5o=x){7&w0gliHOh=Z!>7kxX@1xphII9^^ z9x8+Wzk#(z&F?|KLY!~%!9MtM8hWS^Pn~Ce%^wp-Z>SlcfV+RAPlTSuLeb&_tUipn zbVjllXI@2v)o18KI^#p#h}S6cs2#bf4?3?k3Oays=#KbojvV3jM)Z^o3YTTbIA~Bx zFy9%-8DtOA2)W2-DZukv&w=(}78EBlgH?0rPy(Pvv4#$%2(Mc}jnaqL^`N2H0A0tH z(dY#^ha5-7A)SylP^0*d3|2|dQrv)gq7T#w$^M)_Fj!3+5UlP&ld>6#iqX(hWN^$1 zWlGw>U{#qM8AohKy~B5^Kv{vV*R~2)htP3FCqZ@ox5iJn>&RUgD4b}t%szHoV`U13V)WsTQ$$!+5S;XFBd~-Lx z*@BwV&<%e*=%@-@bW-=~dMHD(w|eappbFihx7M+rA?F{a)@aBpv8=H=R0%nuNXQRG zf>-5WH2^x8{PyS^UwhJk^`Yndh#$JH1nq}Av?zPgZ^aM`?Wn)98W5nC_t7XDvqmK! zroUI(p3K^)k7tShbp~oIxiln#x$=5ue`giH%UKmX&R)gD94q*!A8q_q8Z=nP z3ed~@_Yz$5;W{o7UL7 zGn6RZp?!cB6{4WmKhG-BUs{(ahR6%i5y2hR=-)bLa z4`rmye2vO_P^+fnkHLcj)wy--x#*i)VG~1f_J8!1q2%7Z&QRRqkNG^2aA&30x~P+r z-Bd{^ORDDeRSmL1bLgy9E6TIaa}HF^rgN=f6MYmtNTrw5gj~=~l%_Uw4aJijyqR$i zAqMPumK@iuPq4D=?{AogSDB{w;uGS+nAZma}oJ&74P9IE4I@6ZD)_paq?#B0ClA6 z04R+X(6{pUvLp0Y%%K;4l>aid;wJlMa=-O0;_?Q)0JWy-GQ-wpDf#f?$pO1gk=|F#i4Q^=Y{Tb)^cVeD=9`J)Yn}eE8{w`h? zni*pLSbZpGh?^uuy{DdRZG~UHb5S27+|(AGr&SPvDj(OU(vS9vigKuyZ3RpX)f z&C&=eht<&3(qk94rkB9x7J7?KPRum~pJL6=So3L)??!7>?_`bA_R*@_30h@ph;7Lc z7FwQ1_}ZXZ=y)Cd!Y=j|2k3+Lq2oQ|3jF#^HF^MIS&!}q?B|*jdhdkZ)3Cq!EIn@$ zd!fSYV~|@&lOn_ha*jCJR*YIO-A&Cr>8_sV^H#Y$xP~!;o{PG@n0PA7_nVa=Htkq9 zaeA%>do29cqaJ-g18m%oUY_IE`uNF%PO94TF3Q^8L0vBCsOHUgQFr!ws2|YA4KJcm z(`ph^=m(g0TjG6JXJ~@^VK;B+aL}pmU}9l7b{$Eb9l?2qS!it?)T=i=)t_Vg zs>*h*>SBneGC+?M$~Dv+y}4G3t%kE7c3|9wCCFdsxejx3!&jWBAuF-lt*)%QJ3Tt0 zL;AI*UtujR@t;kh^l#|%{3XjC(n7mNef~h7w%A2&naH)PFfXN<>8Gmp*Qg&*WGx}C zXU?YvZ04HSDXtN+Z`?tTdW<>b`Hao2h!f^=ilaaF^BL}}LPK3t*)TU%$iqu5YvQNs zS*V?`_2I5ue_`MFhTrEQ@8=(JYx(`V?{LXGkTsf$d1?5s|fcU4&qda8|; z{FFy)jr#H&it2IH+>`8elDV$L-rks%wHIVO^pPF=^(~Jbv0<*t^oWR|1obRJt0q#* zYjG{`-U+Vvk?R8Ri7eRnRr6mIjxEvO6Cuvq;!ADt!46K!udcINI>$|It>UH5PV!NA zR{1HHp#f@4WvzNpihU1zk|ATc9vMn4-^qT48rPHS7sv3YcG>BNncEch|F!BntF^P7 z)&8mU;9l&hm-?tDP~Pn71SRErjVgB^s%&DY*g#@|eZ;s0P(O1`V>SAoLB9E_rHAul zJ>-J_CpF3du{QL~RuT9}eV{G2NMXbZNiqIUu$-*rtPKU9*jgYgd?y4E#LDv8kel&Z zTUo|4@^_f!Jwy;I%WK1ng4PC~v6kPa@V5~Ov%HT8Vr6-4=vL9%(6^`^-w9zJ!w?^& zHzLU2pXWj5IrF9ETt>zXvy6=hVr6-4ILBPZkFk9I@6Vy-NgH(@SjPChxd!F3HneJK z87GuA{@z&O6|4;pzWx53>Nm4COgCBV5XPK-e_q{+;%iHOe_kP#tPNSqTIOYBUI&rP znctDMkLIV6A(eHEUyj2@rOSeW#0M66|pwx7i8Xe zEZ_CCB#_93&Ezt z5FeyBB1nD27Wr$Nx1sjDEs}XUEtJpNFvi6)uYW(MPL>*T-!jHOTgx@#=ge8l@BVt- zg})XvOgmqJ?}nnM5ai#_cPR56{j(A+|M#^TQ;HdWSq?8RnPeO z8S@TBLXcsI5Ax5~a+2H-@w4AF^815G81nn$j?8UsSkd0%gXbA9bH}#i`iP&o-j=Zo zBUVTXx-%kS79ApjSXo{hp0=tw582QB^pQ*%?;v}p z8RabNJ;->OW6vwZ*RJD#&*y8rEN18yoO$cf(Jwr_oq75mR~i4QWYN#>+ioKHFZrfr zt>@8o=KA^VZ^aCcUs=ZP&Des}M{JS8h!v88e;bi7i=QKcSXo{hUS_j41Xr-=EQIe3 zLwt~bKF+#~Vul9~GtZXG$TwSm_99`-ClvY3`BBFo{;cD_Kb9u1wV_Ji|DBwr%W7?S zQ9Sc}ID$T^z|Y<mhbz+wsAy!(Gj0bKN13a;YD=;(Ql6~#~ zCj%bi2GnW&W}Qr*2&`c=M_{tyGjy`(gIRXBG0TS5JbkonytF$9G`p&aCqM(=2cjSH z1XxEr(5*wz6Kv#md)Au{ym3EJfN8UUvCV{DV}=0;mO-)vCCK1KaZ=}Hl++k*lJ{+( zR{;WXBaPeIpF-h~!tM0eff`+e?gB`cFVM5E$RS=&F#`omgkEGXdRzgu$t2c16qw5( zAl1m`YDVdB4T!@oZj)aOd~!1M8$*C$0Tt@v2aL%VNQDn{C;fpeV2{TujWT~I^fHZ& zGC7}7j$Ad!XW%)lMnKsBWTG+pY3l(s0#Jk#jJaYVxBdqK0cV_dz-2x$Zo|bqo%?o_ zG@TzIKG?fRDwHFWp)UdI)9Wqp+|y7Ypoc%)fqL?i;qN!f zAXa=Xt?>_T?;lmq0o0(iPFx@a+t`2*u91>B%@1)#vd z0a}#;I$9P;ZAIWbcEF=50qyB$l&yV@GTYH8W$>M>Q0?3RLY^PJ`$ao7j!$;{a=CCb-c ziE=eLUbF!*vcfq+x*Y({g6|h$oq_iZ5{oazpMt_=H}S(-EEF%}@S7@s0F?pKk{y4Y z1)OO%FqQRp5@cIyoIENRjenVBB(VLQ_)T~oU_TFk(dxWE#uJViXG$orU*IsQGl7TT z_a_*~fW1znn&mi8@xAaYQBJl}`ejHEHB_@Yq|5d4a*|CEshll88 ze2`wU0IfQz<;lI{^^$cduw6duR0$ZjHdgd6V#G8xTDGr_4;hB9zDbk;KY%4xOOz#TSmVwZIZ!i77Ctk{wS_=rm{rhJEdb_> z?h1}0uQA>}Aca@SKV^Fuq%<@j0Z0iXbi7e&1C#6)42;wdnkQhcQ_m%m7ZPRKvUu4x zl&3Y)u*|t; z@uWV5jfj)mV`89GiIm75CRv-!D4WPpvzS*O{350z&_L|a{sGWB;ImtS7k%0ev~U-+ z8NdOHrp8Os`&bEY9xVa2B4kEK)<9f#$1e<>$wzjq>jOS}1z42@8fgTQ#5k*fjb6P( zeaf4NFUE;oRv=c|C|R`;nhzr|tKue^Q-#{LiQGZ%O(vJs1lo8yn_gOM;pykpv*XmK zy}*bA+Tq{rp>pbElnm-)9|vG`y~t(cxTfU0KFv+CZGchUV#9~5Xc8Zn;S0y>&Jj0Y6*YAGldnm}`M&ny{0o-?3lir*P8^HXDF+D>4E zPfU_4r%_&w$Jfe``)}#xF1A@Y0eE*uV2ieTIapFJ-z!23(2RW2m32=6c3GLYjfG}u z2DTl@6T&%fqAT#uK0xb$$9mHTEc8f{>gAGTa->;0Y)J&F87p`0M~Gn=aZ&{8kyOr^ zM9mK;Mh_9MyP%ZX1_clDb_c$=4}T{Yj?$6;qo5fHH;OgA%hyZfj)l}>Vs%;%o+M6u zE+kGJ>QI+!ke4daLlE~>iUEl|j9sCGd+?e3wFk(pw?QhR_lD$#>)5jwy7S3tkgEBy zi#5MT2eGzB8B-9Qq|*yzFb8sT%i>0{N+BO(zZ!`BJ%a?@C0E@dCT{X%@!LQadEfRW zv=QIP(eweyC5cB@o(|tLO0M&W+b1odxHCduGzMCfn$W{MCRSK?|LOE7_pP7e!ci<~Mvm{E_$awKf z;VJP6P_pcf5W8yFn0#>k8e_DgX8|%;;G0e+Z`DcpV4YMdp_7as;qt09{$j6_L)fF= zD0+!>C=yQUWd$(9xxo2GuF*@I4SKn^5$OKRNb*C3#BVf7Qif4J(r4ykj^@64QKz6d z82pQ#WY6w!87tv3wOzPO=o>C8zww(^CTU8q5V)RtDLf^f`DYsd1p%=66k_ts0iCQm zs*}hF==jV!`9Pc%vIB~kq7$2WzzKoRjx~hKrx#}===vGSl6*#TSHbt8Y6xr3nhNT~ zH7C?8`E@b@m~CV^V2Blf!2fBMe84j2UId=LJ5DO^i2)KFEd>TfN|XI2X%&TC>KNra zYcGWl6+qul$T>Ih?Zfzgb7HAoEpky?=uHyB#p@h8gAQddv@%t`giBjsyf;QC%9g@$ zGCfz6+*@Fhoa=$1l1FpL=%wRq#u}rSZa^&O57kSKVZ_-8=xxRkuhW5H6Th}AiM#ed zNSl)Ds-yGD)Ndq9HP%-fcywc^HOM`?9iU-wg8FP|qI8^}AWi+_q-l<5Vm(57CIGoE z0c4b1dc&PsL45eJo@8PoiI}Kg96AjAJhBQ<(gwsy3v#YqoOFK|D;=80P=_KUl6a|2 zo$?~S4z-~#sYx%$@6Q*akIoBy7CqJ{Uh8eCZT7%f@mV!IN$xjDlGp*jPsv&R-p5Gk z91*fL$SB{;#AqlrY%sac5!kTe_l=A2) zP6AVbzdvM;_yG7m$Ji%2+45Q^jhKrM`_LEE)_GN-x{L&B?af^3p$Fn(rXBQt%bWC<)wbk`Kh$p^5A_^N{y- zP}WR=CZjX?)rMLQ?MH)GI(hXOofXi_kqW@s8z;%o2(t{|kRX!=#K@Vh5mJwR$@-m~ zJC)ccH`Jhht|JHB!f$#ugKCUi(6uG=;k_Z$*UCQ7Ck!H2kRu19cOUeA3VrW`+T+n> zC@^Zr$SSTIq)&~M#w)2i>@)VUKMkh#75)I!{SRp7KI!E3M4fa^50_2x;S%_e{FQ^e z8e^8)v&=v9SQnRgacsz1w@1m1Y7vr?+<1=|?$DpwP}v~wv(cyDq~AV){x^`P7U`wJ zeCDaWcP#3WGIdpZA z9weFbqfhrVXcw%=U6DH38V@}dKIn>$?4Sv`i7)=(@3H7Dj5;$E3Y%@b{(40RH4J?s zbUa6ypJTmv8Gk88iq4Lb-en?X?p3H}3P1zO+R9qaOWg0%KndWimkT|hBf(C|t%;c~ zdU@t(p&T$v2#|bRF-t#Ff;irY6}yK~qN+s5!NEo;pG1E%6umZqssNpqyTf>A_2LAj zON3c3$FAxn@{wNB-r@^U?1`{XtF4JLICp~7hZ4)bPqftC3-ubkj)jgbf&7{99-7E? z)CcATB&^<>XH+vgQ@n=1`ubjJkW7JY>sapCHKw5|I4!Wo%DcjeW4W? zK+fxBmX7p*ez)Re{+lS-KF}l;-qY{RpnvN?pI??3B@ITLDJaOW znP*g@Y=;7`;o}&26&fu;0TJR3ZOF<4(5v>QHlok4yZHZ3<~tY)wNluSe0q(1`<*zv zS%91hxX1NxbAo^&omCT14+Jyay^h-(=aAn z3em%v@tFq==%>hI#k=d|a2cKSgBB$@BV5Y!J$rMwRMJD;ME@Oyyd>YQv|(>tntg34 zqqO0*orR(TO0xpT;$&{WDCq%pk^cyz7|TPSLhpWxeX06R-T%sUG5VS`WJEgqg&$mx zz|VtnF*e_84K>Pss8PPmN)kt?QL^7O%gE?N*%ucl$`~niUmImFaX%%3>v_wG)3MOF z`a|nOE~-IKv!oAwM897YhGq?aQ+J0^%X=FUUS*uSxEE7-c!V(WF538ui%M zXQMA8hX&nZUwfUJ!?8E{rp7Ds>PPY!bg(B5LuXRK3~gl6gdP%wM-QPjP8{^+&BB+FW;QK$z;T0vQ( zGspxdu4U58zPtow+!po>#8Qqwsj2vG^~HL5vz+Tg_)0I0S+aFYl+Z@;;_AoshyGkw za*LFTO-+)qnd^(#u3Q`JP@ewi8$BGgWQ2*no!A?~@c=a@;Wm48bh4_ES@y&w$c&^o zsr4mB9(9VA@$({OF>^al3>9Tf&+&tb4Y(FWEZrra*IL7zrm^1%p#+qunp z3%7-@=XQVIH~t9?1-H%zBBg5rIjIG;39=eV<2^mMuYcoK^Ec(7VF2oKJYB1*wBSkc zKER6?1**Zo!nShj|733OKQad>;5;C!oU>>Mx92y~s8%(!YGI02{b(Gh!nyT36^Pk> zZnN)L2zYrXp5{IZSnvWMA`64mlG!{FmftNJ;;6d#I&nL^o0`&q+tSbRq}#&4ZT0|d zz7BMfTidPk0EGZ9bBo*G_i}svH*T%JU=Nf7NXBb!tuNjP*aWbF4aL3G{yIKteWJe# zNY$!W*SKw+Ti1`|%Gw%7`&fq9vPr2UC^jPJi)a0e67lLMym!wIZ&k})GgSjfF~3Iz^UE<_x{f7S3QBH z0deTR2gvm?;96$_)g&Xd0YLn^ayx&@MW_iJJyn|zz@?#HS=k8)75+58ACL$j4P*Iy z%0sA8-asn>999Q3B0p=I%Q5~F=R}qw!Pqqj8G=kh4kN=00~sm;EPO0<2Umci@Eb=U z6$A64cRsHSY^8chAei`9?y^7=kSy3^9b!gq#WMa~;480K&wFTSI8QqAlyN39hmFXk zuZ)=vJZH964MwLXUnpBR-_fPeBkbd~fpcT0a+jbSxEiQ>T?n1JP{@)={><^UF$A9yZvZH6=|0Bi^UyPO@L%L4qOva|9?bWv@F zyQ!Ego~n}GSH%_7ss%vLasU;3#yGc`Yc_mtBD%QBT3-R09y7+lLXd5`*A%a_tP_^_`-8ML@v~BLn;f}YuodQ+GQ=Tlmh&kaO zlY!Y(MISYYXU9(Hq&GV62h<0t(wDz`@pR;_Ku)J)rylC?G;j4I z)>qZu;}2w8qavX+s;BVNz(BQb7W6~wfngB?3Hza}*oA$!qEFy~otEK0^PGWLIjeIO zT~*P%UMi%$pPD~jqgL4vcPsIs1fWSz_$_{xjPEuq4ow3-`w@TLgggfBGlloA5$UpMSmOn@%61G3Grf6HG_ zsXk2(Q@5eF3364sa_*|+c`wx{pP!1I7NACsVr`S~|I5IQ$ce9rDGSw5d+Zp`JbGZi zwal*&y0lOYJ>giF_sb(I$a_zTyPU`zzTXomJI6)6811V1T!WGdINgm@U-cE3RC)%~ zOKX7#bDoaR@t3dY3x9dcxvcozX2zS#xgt52h0?}yzMwNs$_09X&b8fDvqN6$SRG## ziO;w}gOl%`R_R-lqlnQ1#OUOOA8+yfd%Sm_&yYF1_8;u7`VaF~=Q4bijiD$>b)RL}yhGe=A?#U5y1QH;`O5T<@<6W4F{6=xHVpJ!;-Ma_91w zfoc^w&<)>O)sXq2j}!Lv4b1UJ73x2>Tt|K!$oSv+Y+xJKjo#)VHIWJEr9&&|69z+# z;_jq!Uv*QRcY3JNt9;ZoH;r1O2~^u2QI1bUE*e;DfgVF0fUu#{_uYvR zAY_}c%>c%Y$i>{qKl$*hJ_o785!7XTqYb{)6x(FOC;Z5xXI}tgqn?!nVmG}naPB3* zM0L=p@OkU3=mdZ6QI+|TQ`fSl7-T-Ww@}Dgs8S+_vi9+udq$A5MM5S3aUB62gFAEd zCKvkaX5I)3@J4 zt4ip#s(dr@6g}4G1@uq{ppL_*(sKjLBwmfw2NOQ@;Vb$06Y$YDz-=FqV{bx_bP1Y5 zptOUs_^2ZWe{!}~&3dd=Pi`~LI_Q>e;O|e#ul&X#4gGu|&muM7@!oSF*$;t9vYvp# zP)$IG(4_`+5zry{)`gk^8kEZXUB6PWnpqmEh$2uxb*bu;SO=%5SZ&in7tD zK>8!^aZnvCWnMdg-J-)1=zRNSVkH^4D)Su8(fT^8Q zvL8OG5;Rqb-t@sA$WgV)n+^!EQfdP8z~A~VBj2rIUxR+!Io9TH$3M`|Ea<+VSotCz z>f}K$HLeS}st{BR*kJ&1Yugfk?E;*=A3dfg^YbHD;V;jTIMy5IMP0PSVP7EC%zYg5 zTd$*jB7+R*9+}U3$MA~{dx2+f!LOZMpq}th)!%z7yJ`Wd?K-UrOo2wIKYn|N9FL8P zXU7&m*UJH2cd-ptccFaPiai=)vzdGr@Rgj<9Et~lvI8oSrO=85L))fx!oU$ zQ+y`w8I%F{>A#a%Cv$Q_mNE|we$l`Rij#Em1bUj|$Pt}i8BQG^gPxH~Bhm2?Ao;wX z6WvXQ`s5jN9oQpSHHGG28pq50{jnoH*CtpkfRdvcbUa69LDMrMSPg~>C1h%_GD6Ey z-$KhVEm-B{?|D#A82H;B`3n6>Q)p14kRniav_h&Pokj$!34@_PfeK{@lqiFO8EXK# zfrjEc@5dpHd0mwE2lDwk55{#ur%u#Gbdm@9fC=b$K-XZ^mAPu6W0>toEc6amhtc!o zcERd)vtaeOey~ae0-X%S#}%mc`Xu?QXma7p;(;o!BlIX*_C6z_zMM|&TuNTtPCtJ< zP=&?*>R030n>evIYPru@mEPr|PGxadpFVr4frWh49dgD@8}e8lavuI2O&@id9wYlF zC?u@WcU>U<>epU)EyvR2(Kq$z*ETt-el?v{hRIXindu8Xphlf8%Wvt`TZIs7spQJs z(8&}>ALY?c73g=W2dh`rg4IxB|0KRvp4h*^cl<+wm1#1*g|3^S*EUeed_a%)v-qi{ zb^Xk~PPv}q^U)CzyHtYe=+Yoy0EL*6z2KqVrM+-IPNb2q*>h4u! z#49NGxp$T{jvhlAv*)AVe_^;9E%O`P{Q zPJP`^ZrDzY;FmAQ2di4pq8RbV@%Uz&;lwe%Sc}(pk=49^iTBFlf7P_mq7<9XNgg>VXZluMD*r$yu7bTO7)? zg6!e)&=Wv$*Ps4!ZdEtcsjR2U?&_nyZSqq?b81xdEUhY?El_=Oh8~q(Q{j(^{AMb) zp5Bo>*$c|U9_Xt*nYIS)Bx6h5j|(`#q|$j!=An{ z3wh9!ymYDrv<~%RV%mlP}hp}h0@YhozQx!;_IPCfr2oN{pex#Os;k4Bl}?Y!Q?i2oQaF5 z2l%*gE&jL;Uti50dkH#O!1rdN>uTglZ~6}2Ye$Yrr8cNo`UlRR=xv25@=Yt;f0zHXE>Sj7V(09MHdN9>h zwe|3%NA)Jp`zimmP_~v~&jW>TfrjL@Ke?u4q;})$6 z*E#BI$QK&b3`)ueTvyZAg>G{r*AwxTB7xNUKhYohD6pIB8R$2ZV*&C`A^L*q#84q0 z?6VEKN1($vdf<3yXgIcwq4q^#tHRX6BIHx#DKfGsbcN*EBE&|Cjc)4XC3m$0dY7~} z{;JhH>h>P?YxFSF`CdW%G)EPDwg!DbZE8NgF$1|r-0rK69{B7K{ygt_CspTD7xn3D zcV(BwQH8B_Q7uP$sFWf;D(wukNco`MiGu<7xz;|)^dLa}k)~CShqwmHeyCMeaxt;r zjCs8vm!#kydi*553)iBM&Ac9j-R5xKhS=iE5Ar$oOvAS|k@UOxk7J!+wf+Zmc+a7P zTjQd9U%07nJ3Q6)^}fn(KeR{gS~a>+pvsudHO!sR5>o4Sv3H8ZPg=jm7Vp?=AeG7C zqsX&9Pq{WV)masr4&`lUH+Ai}Csc~QYN>UAN~hQSQi zj;l+oakRwN!wTeyQsj^K)RwxgYSS7|wQsMl+VV9(wSPvR9K!Vz6BJ_)*dt-L*173d zu=61FVY!}`-;V2Hh=y_c@%P088s#(r`qTPcvmC)5;sDn@-;=NST~YM+fc$p9HTpy< zwPasUF5cdleszG8DijKx$$U4J>$ImzN%2w#rFBj5ec&$rLE zG1Ry3z~?D^{@=f&ceXLS)mg>}VIIQ}AEY-T$lssmT6Y`6m0SPwTx!p;G59pM%;n#o zqq(1rA-ae~7r!^xLc?qfV?!+CgtErp8!O7m#$bE=_w|?7&&Ck8!!k}7bNc;xod~iq zoap%bx^n1kWAL2*)2__xAd)%rJ2t?^u%rJ^zs{8PE)KRa%yr1T@j{8!Nk3yXbJpwF z%f_&1Lgv|5)5FG4b71C;ca7KzFOhlrTh`6Su)d#Vezw@RFk*%L&v__nl8vEaYUZ8) z7XE*)Q|67gqN|PJutVnQ`xxWx?D2CvOP)srv9i22L@u&16rW8B(8e&{%QDA*X8XS6=jDzT+yB1Jow333hL$<>Mo<52 z9vlAcv;=SUwB+|Ji19Pa8wA(f|E7F5PVmCbyrTp`TDB1Q~|- zAia@)rng<4@B@3xct(DE5D7zmf7~qe#d*3|>~Ws)GI#83_)l4vzi;cPzBYz(8!}I4 z@93$QPR+dWIub+Ge%7PR(fxtWGEAcn?xTE_c*KQ9?T4YK{;@$)A1&j)^9cj%421*wnNB7bdzuj6eD z7tUGc6~gz2AwI}IA19P+7L#UL#tGy1p~&xz_qmIW!Pq(TY^hf^hIa)r$CeAm+8Er! z|95Pempwu+$vi!trN)o?__GJe6uZ3UdeX!bnP->XUN#2D51BV!Hm*CA2(pa#@BDZM zIlJtncE6}mngV+{m%**$+v8;Kr6}39!6e7IoxjasptIb{J}sX?j(yN-!D1r8Cx6PGU~1F<<9AtMW#Bsc@e$q8=ZXI_W7 zwZ4E0kP#qm&-d#jJ8+3&OL=#(T0_5UBc6$7!wZpCi7mt81g z&_cGvGUKELbw{&CLdJje6!$9+xiwb#0P?Q6f^ z8;CVBtRN8264>3EV@mUS0qUG3XT<7SoapYyN}rc{sp17B8~bF#7d*E!m-)bmCUQRP zv=eEFR2~7;Wf)S(B-M7@p2d{1vGNr0WyD zl!o3TfoS3TSC=pz`nbRtn;0W`I`CGc`+bvWcAI3>`xF`KoGjxv8zslvc=73Nkb|rA zvL^xkV6*zZ-Bpz-tk6o;B0uXCQVgVoX?F9WyPat5EQl&!wRC!b~Rczd# zA8C{#jq@i-z9aFX*%d1R^Les!G3W`<&q&tP3Y)GXZqj`4EpNubpEH7hv0>+fK#97C z>0}D)D>%R;D+;7Y=87cQHo+*XrzXg`Epf7LPOOZ04a6HA+q>f@%%wqjC17jnY&h{y z8(M@A{QBc2=7SGAjU=CuI}ReF@vUF@*n8I54cOAWDkjd-SmTQ z%2O}p@Zp(vQ)HQCiWI+`DCNgP=fXKAe1sMxnEXr#i5RJU3iz;=?~f))Z8xKIm>)0Gn;4`r^KG^pA0Zz#ApeAZ;lDtT zCIWRDjkE)zbR64;yoG`bn4`ZjS#DV+Noz}^e2Phs8zti83!k{&|aP!J!f4tx}9Cr{!ypgj;p@>z+lK+}QtDMw;1)~hv950>+ zV`Tw3V=faGn>ExZUlW1& z8fB$Tf}F9Alh&1EWmiLTFR_xC6G{PMdIj~jU310(YPhK-FtC;`BMHRP2Mz>>)~K|nd5xTZ?Ca;ZQGP11*_+;{zw zD9>KR$=YYoo0QN?%iHAsc<4&V=?`}3q!aOSa6L2!ylVMu_WPZQ!0v96lV9kh#W%fN znMzy~#BWbh$EUGw^2X0T^gHB$^$qY(^k!EZdL!O{YD{il36&T5*&H`>$T_a~WkwbL zR|@|w34N3mwcQ#hTqW{aJ^t5(+=)JxA)&>ICE%6ypfS1F0J@wz{D(Yf#e8PcLoB#P zufl6SJ{vReji>zn8Ty>U#FPy%&bmCQ{yS6?of4##(ICyBJewCwuMnu0LByL)6tocJ zhhQHdv#g;WxikhDLcXyk*F<;$_q#z|B<|xX07t(8l}0LXy0g$MT!NAYzp?!Rl$hGL z9vEkPACugBk}SK3t5eWYcz_fpSFQ&rWX_+=b=NHuazyn!0ElT z@^}jH`rW|zfscpnCO0<&>YogS#~yrVGrcB|$HxaaXCi&xc_q}psgR@M$5QjTG@EiAm6e7>PNt$J+L=5s15#A zEhl;VsaBkBLVp4*eJ3#9BH4k}76Fdz3(TDu>i~SVYdOXUjh3#bPD}WV(=zegX_@fo zw0yNBo`LFCZlsk$oM#}SEf4IzzE&2s(TZhPAn>6k$#@I(#l&P;x-?PFA2}nTwG*WA z$T<0MCRT#3L5YJc-Rl#3tTPP1E>{j{Xf|Rh4=~h9eC`M|*$pZepuJtsN6UxX(K6y) zv^394UtAp87J3E0_eSabHcp0&iqi$E_oK<3^A@48Lie~pcJu-Fv{ue25GTcFUc42>sgG4&9ikxzr>j%Ieq}~x{CQ3$c4Mn({5tn+BjYp z&__{cT1ThI@Eu8Vb7F$%W&x+qsTW5R|2alo-9ewVj`>letd4DD+)AY6bnlx}C|A|Lhs*)d1=+axAx8 z%4>Aj3%i^iA0w0ffUT3~XS)Eu^}-g|pgeZ{xh_Vu$APh@P@AxkXKUzgkb&gSdH8n+ zaV|IPWh zKQaxNaU*i>qWSc5n}J71L6w28R)-Sh`CjOHBBSN}>1c^QOUzw}mby#WFM5;vu=5n^ zmnS;ELw<0s(TByc8v7%8colk2eQm>WeXSDJNnu%>tPGmwok%(xJ)kw|rTB#2$iXZV^ z@3mG&{Q}mVKSr#fNwGr?^Zh!gQOvX`;pCB4{C=(&b&ObOz`2`}tIae`t$>AZu16ju zHZ!g1ZOafNm4F)a-F5Vx#P1EMMXN@}$UUfo-j_?3j$ZU>x8fuZba1VxAFJ^b*AV&> z7oh(_4~t&%6C0Cqk=x&qbDp8&*HF-WGS_F58~|n>1IuT9;yk}^?ou`2lVkpk3o%cN(*dXD=XNW zXI|Ax$J<&tHT{gFH%XAAA#rlt%OIisV&&;q>QX74%;UIm=-g)=Jy0KVb!+TN4XCnI zDHI zep`Vr9*e<0@yGNuY6WpqxD7Owsq_%6|7RgHrG!?VJjcGzpk>K~9tHZCpXB*(CD9!| z_P7PG`ZcNYfjxy=d#F+9+wVhHR0A5qHhbfw!#esi>QmFU#D5-oMC?@c8hSkkZ5!uV zkWOEAgFN~IN}Jr|8|JX45&a~7S|yb_fdAFQ&yu-LF%q9VfuCOEdmnuEAk-*J`0hE^ zI5siIrNqKCVjxhHBpXT?rKAoT)-rL@HJd@&%wZmG?7=yI^Tosl`MiV&F@ufg66Xzw z)x%SnOE|sjHF|vZ4O2SMH{VH?e$Y_Wwo4GrLTEO3=%w!$a_A!VqQqhpYpRJ}r)5Af zaG%=vlJS0$|BKQWvzCfL`#X#y@e8{IIw=|hz-y{D`w{3XR;S7(Xt->lM)@|^Bq_~PWaq#{x!5^Qt__8rbszLy*k&a8PLVVA z=Y;C)J98taUf{JFpMP3HWmlCwWD9CZXYv3((i>Y^#?przV4u8`e7^&K-i;j&#z-lA zyGsJpG#8-`ycr`qpqI7!K>a#E@3@H`awQZQ-2G@Uwf zi$0b;Qb(@4ErG7@c5l6$LrxxL%*YtYOK!`)h#WADIZ#tp<3CqsLrqA`PTc^VB=fP| zPoD$5#L@H=8So%U-mEZ6&CLn&+<^TVcUcr?$pQWAvCqM?FP{D{s+??ub~OVQ9UN6Un}(V~OCqyTb<>qc($ z<{?~n=?WFh$;x_YWlR!vK1CcS8s*g^gQPu#%8-4XhHDNE*`dh%j4tQ{G@10#FX%&f z-Tw~T{b2vVSSK0hSS|JmP@@!u8pU~5s$A}#Dtm~Jf#`W|sU%6MA1?)q#7aEJOd|ip zhS94Ba=plzeWn9r_G16i2VL#|~$C~x{*@9I0J}6bz)lU_Fu4`1Amm+PO zKnqHLo_96%D2V+9y?H5mmIK?ljMo+wsnzc8t2|rGjW7DC}9S|=?p2teI(a;#; zlh1s05?%%x$q&>i^30Y@YQsDH2!RNYcbinnPkTJ zWO`=b8L!E`?DtsL!#(4tGcrHvx}2l zwV~q48!KzaP|q(xspmv*OJ8H14DBkh(tJI%pqt1;#IG31NtejQ(2Y7k({z^W>xVie z$z=Kh=dlU0dup5{RF9RPx7l-Y?%m{samBG8d8p1=^4=+O*#Yt#;=ucd^Zzd;-*9mAat0l;%VR3S3Ds*HKddYbW9d_UvH2K)~74h8s`_o}669OQXK$1-1^1)Dd`3qr{TiRPSV-3JNdLuQF5f?px4SB11d;Qg`rrhGs z?dDZpGY{YbTev-5fKn8+22#Uq^c%UQz7XqOj!diq^qJ2sxP?CtbQ$l?L#qPyg9EVq zWp8;Jbf!i{4hHfS0rWb7xm*HX!MsLs8~Zfi3r&Cvl;%85f!}ll2DhI1Zu9^;58cQ@ z=uy7y;|Zu&84nmmI68GzNG@y!fZU%8OU<>{$47) zqmLT3(NFcP5TNo~X;j!^o+_QHQJ+5n=PS$8OIvemy*-ffz8u#xP@Um(7skG~jobA1 zAlM*x6ipsj5uzRSv*jgX}e`IM9`~>v<|P|Ec&0I3O_c z9>7#Od;~U!>_i5$z8$R32dF|W^qB+s1&rk*@)KFjXEQa*W?%%n(9xwIfoek@pbLe7 zrSZL)t|1sZ76Y2n6kl7w>!NZznVj#Q19>pH2^ zJS}&qtE;lPAi^h3L9M@v)Zk>aoWye1my=a7;J!@dTf9V2y|HJ0t5Yj;}o@ zZs*_b3w4IGnsg7iZv{_f0y6I(tWohnJgpvBM>poaiupJe20DdrjwMzr0xda-Tn1j! z26@K&Z^T2|X(yF!v9pR_>8kGW#O&`CeN@sqKV`QoK-uL1nmz|ehapgz(CJIolL=NsMh}z22`q)thWy>V7A0b-~+L4KL!aYzhXb6K4a|t&UJtYyjqj zKilRERL$x#t|O3XVB^n5vVM2g4n**1GkaCqueW;n-BGFTPHH9e3zj*(pr-Iw4cBN? zS}^}l2BwFuw^oNrp$)#&4d`#LAXT{!I&%P8#rsFyiQ6tft~>HRv%hNb#7RZwa#Q18 zyQ{_1ywu)3K5E_+KXrR!fZ9)-hT1}Pwa(W~z5D5*>OJ>SH{S%PyS+L8X3kB#Md7n=v0+AYAj@{FN6>#e zXc&O&tOhDs)D~(1?3nX~vs%%aC&_`lP8 z_F%75_*Yxzl9xFRCTBa7yFVj#_?sWL-AcS2;CEwj{>yx4nCFaqTJ5YJK*7?fwVTSD z;i;1H`>8t50@UUv^1={K0@9j9}P|i zE_)R?GVys1sc^$X#hvz6cF^67IToPq0g>8DUaQR7tF9u(vCFO`sE*F_9mn0{n9n!< zitUrc_mypKYF2em)%=vV%2wQ0^@c{w^u=GThpwU4eIRGdVbn=rU#!K(>{C6cf7qiA z@VGXt$ACWb@%^z5P>i()Zq9E#TT`o=KAtJ>x3p-#8*QMSeWl|Qi6@*{W}_Ff>^#KJZ5 z+bZ(pHu6Ivb?z0?ABdhEep8ycy+!ZYp++ghlif>RcU4YMfel>btN&^GB4=CF1mcTKrfxPNpEV_S-^Gq6(P66EQ;uc&wC-T?g^CpYJ)O0Fjtm1k{RkmJ1nz#7+)t5e27 zfr9vsrX~yl+DPBi+a1~zPimb%PlMM0S47$b0%t`w@cugAkMkkNx-nK?D8yLDDCXbO z(^sVeBRpcMQ7%QHZ9&fmsXv=?@kDvnJ(K(w&oM^EU+EI0hV`Sr;@E2VRxe#J|GEh_2x-y8h_a|R4=YGW2Wb%zOI-iA2%`p>-eM4K} z56sz`?_-+d(>du=3<0W77mcc#u2F5ViJ7Wp;zY(;169yYYT*I?yM=x$ob}8EM%pw$ zc@qo1_-(y$_#JhstQ8Pr&hrhs9~yuUA-m8^JAB|+XZ$HA`Io#_7#;oCPOO{#_41pumHmqe^m9nz5d0&lzvk zrJJvEy6>mL76vGeL123nWTKxw})_fM?(Eqy9u zl)Q^>S;zKsz(4CiB>}`W6iSqNyf)`^7}N-DfJZ-q8euK)=ps3wocM+ww61FIdw131 zqL-Rt<)>O54N&$K$b01UMd+jsHqAa5n}y<&ljv)(cYa>i@cG)Xzx+6-AF;K~OEtdd zrILsHs0f3guFyTb;J(xT+6zc^D6waGd?Ao=xNV6tK9(}s=Kw1x;x!p+0TIr zf>>DTk8R`0b??Z71%lNsYhdb7qb!HMW==^cJ_-h_mOp_bW7|=W@iV9Z>Oct)1l`CC z#D(|O_^vc`9{C#oMKO}>+e<~}?yE9#x~Q_nJ=CVpP=pN$P@m{$g7L2)*8lJ%IpR8d zo##ON-($6i^oM+Dyu=DS$vCSD@;P)_tjj`BVyR1`M{ z2df1CU{&8ESe=GO;pxy|RSH^A+g=B z1is%YSa~zgMCcegLBX)NSFmc$e}*z&O><}(8U(A`wSrZ~I_mH}cU1+7k5V7~RKGeJ zWz3ClcV+)YoEM?jxHy9xw3IldUo1xrOpm2^IS1_}J^5q$j%G)kRQFZRDtlfxHRP^` z(q8aZjf{S(3)B`Zey~S#fevmReI|8%9)9jbuFgwd?%V_)#8>wbhnFgo*UHhi9d%UG zW;?06dJmQI!dvax?5{!#v8SY0PhCPiB&V5*;$OtN28x7M#Q*y`Q0buip5@UMHV)55 zZom&(p!3Vv;9V#>9*zVBD=m6Gv4Y&6>Z?k3_gCY3)5kvuP$j9IB}WIUR@82%y7ZyM ze#QcNh1ui)-j{R+(oao@YUQMw`Z=k2P)-b29%?k#Am*(1Rp}4?)&5aXIToR3?2X>2 zV;lCdkD@;-a)EKFzb5*#1Zwbl_JVq3Yg?!#I9KO|)J=TS13$9GUPYiA=>;{)d|vnT z3s!ycxq^218#EAguvx5gcU2;zr^>m&QTdH`QF)+QYL(Ah)$b3jmL+yW#~*rl@ps->aZLAg|;>PwmiCY5dR^U+a$#en4kq@y9;+ zbdfol( zztP`J_PGO#&|~922TRev@j9#odo)XOWkK>!e)bHzoz%2%_)n^<>VMcn%|Gm|ithDQ z+p*8{(HhkYDz3qd`C%os7@wM2le~x>X4|1B=J$ZPE-Fh+Wy}Efk)4V;t8sl@)v#3_ z%CyQ`IkfUqPcH_jdcQPka}Q_$Wamg7V7a4mrTGWs(#L&V-n z^2hQ%(4q7tC-S<6__QR4)b9|iuJ&?O%?i1z-kqUJoFvgZy9~`wY;(;8(8?axH8R$NFg08*F@op5y#-dIb85F`KDh%yBrfc?&st zBlIqubNpgz-W+0q+BS#tiQ0p+o9S?1vEd=ZJ?o z#J;{#u-XV!QaZoeL5<>&;i~5Od8&gId{m!9&?PnxP#zY6>W4l1qWMtS9OD|+ee6%Y z3?c9ACJ$Xf*JWEX7tXt~DRtwJlREF?q6WTkS1F-hs#zR+mA?LJLq3fv!rmgXD%ZB? z(b~}q*u3WYQYCaqJ>5c$eeF;Fai^B_f!?$mwJBSGiWnK7JWD{q2d&Bk@@pVH{s3(7 zfIJhpf$MPSW3O5F^T^?o>0hx;1bf`#^aWn%%rhSPHfmXSbiW8cXryIdh3x}~WnEGH zq!_uRIK30{i1(?;cI4M7S5+rF)QdN~)eT3kfwbWo5P5rkcKSek^=bwBgKET4ZTfWb z(Li!@M_vaI3&X3D2P?AQLPw1dEzsgfhqXyWp zADYgdk-U@pJhYMcN#;{1M%XtEdhu5+YCybqfA!Zj)sjn`lwpChsvqpCLJxST8V)|{ zRlJ|7niQal7UUY(BCg-jC)LeQ&t4gwqE~-(eWE6@!yId&-&du{hb4)NUrx%tu8Z1P z-b3|U=dC`?_fz)JmCbPsRQBxU_A`fP-?{FX4=NmN>rM__QHJ-}XE;(7xkLVPf{N#R zF^$Ui6hDQ^gO3`x$4{009Kf|Oa#?$5fCq6sdoI_N88@en9*|sB37>j*jq4fo1*52=3AS7x zJmjnzu%9UE?Wx=bd8@4jebtj=eoA*ZKn;fu^9Lwh55a%CF7_39{-;~ZEBvk z(zRP+K9`@Z}>&lv}beFu%zlX5i{|#2Ll5^}|ZXV;G&2?v@m9BXw^Elzm z<)4k!1pRHv0{tz*mP5;#Z5hFw{`tIKqwlGK|6ErV=sah*c^p0SibS$zey7e@=}b+{ z<7UlxYm=;W={>VsC7V3t2Z_{&QBkzM)w+-s+21 zI{h~DcsBTqC1QbOkPGxkggGZ5f>@Z}>jLoC8h%-K{s3}cO}DHYFZz;|?(Y7q8}G#x zE1j?I_ju;@BmYkqcr-#MpEcCa|LOAdLw*H*h zypovDm&O=+BsVMqw#jW{5J*djKFC1QbOuvR@1frKG~ zSeW1ImguZ>v%lA44u5{EHF-MP**yP0KeldymCmo0`PhG*Q%Tl$D8&4mp1DUN5lA=^ zhJ+yA$e*8c*-0ziN|Sl5mK<+^WS|2*@~?BSAvUuIo9FO<|K~>>J$yy;fBxCLYDZJQ z@0#aj%baYGzn|YB>^AR*`Ivv5`&;I|;CGG}#`^EajA9dwJD-?BB07R7*ed{NJy2Bfq_TVg4-)I|^cfgy|+Rx2Ny^{V@iPDUtd6 zH|8CVgdrh_H}dCenMH1B&@b!#bu4}MiN@w})0meYi9{lhaO9uOxh7-VH8hWH!&sJx z1(Jd8^hktRhln5+=J&dT_pEf|tg>#8vx)lg>399en)Q^AveG@)XPr%*=&4VRH|r*Dt z&eIut&TaG94vZ^^EnK$T|pp^m6N1{ApsbwL6-S&JNsmyj6gUx7KTCsm`5tNv-fz)6L66cK!HBKi4hIA zwc7wQxeTP_Wi!1zLi#q>iyq33fj|~YK##Hk_n?!w%|$OeiNVKov3F1Bec{ zla~Q*wid|4Jm5kHfD2UuF4X0QR{8^3(*bRo;uR-BKVxO`JjTw=6Jo=Ghg=43)rQ-~ zfgKruYdJ;&y*kVjih)Kn1-7;NnpXNGndC_>lgzu4EZxT>%I>|ua4y73(QQy^^w7&S zXh4d-2F7<5crx(D9BY8E%!gJ37~?cxI+4g-;Efk&L6;JlEGPCRN&-|L9ZJQDXD|>4 zApYfmPoy(O>$^ZdfnzRA0a9%QrjHnSKjH!~${SEs+~XWkKqw=jH`%6>;=o#5Cji$R z1MR>_Xg})d<+X_?ssnjxKM5Lx5kQ59Ky@*QrwjAy8={ltNH7v}1ZV{i*jm8q`=RSn zKr))9@#NwyzzcvioCGFv38>Bh^xKPD|K9?w2;_XNfjyiX4h0Nj_yLovyA0|Fo}zlV zi$NMUh?Um9dhvsnqTvso6#EzmC&y~gM?c1z2L#{+5XY(Yfl_q?lF<!x{ra!Jl5Vy*%w5>I6%4SH_qBw9<)J6(C@x7#j#fS~2Wgg5yi_lxDt*2lAo&oG8QZ zCdle2gPg4sD^xsYB(96SYddawfU9iu5#*Ey6&KcJQXw1NQ zP|eI`?HXX~PgCS(;}i)Tk|Yt=6T}c|kaBnMSJpMII!|eS2Q2dpKDmn+M;Bi??&~xl zH|U`-vEPi>{rJCr}S7AT!zWps)NuS;nPGjb5qpGiRy{Xke1t`BUWh`$XBu)4^Tu z#!ADzP%}Xlu!k62w;Z??dOkH!C#8T874!%C&+D~dVw^a5iM?B}&S5}^V(OZJ=O@eT z?TPZh#wcZ>lW~LQre7O_T)n6l_mWU7Y)3E5$D;r`X1&wz04KZ(RPzcD)tfO=9C+b8 zAVSaf1BV%ClK6yV>1!}bpB?csET2IZ#p27v`lBnr4!59h^qg-fu;D<~sexuGi1{(s z>%_c{`Q?c*$q?XD56Y#;=|ag+KpCasE`y9Xr56|B3Ggq0?x6qI_;G*MSz;J;NP~!P z#@NH_3C0d5mpsI$b3hYyu^JRG_(a9INwQ=%@XOu_GU7AzJ3V4WPi`Lhmhn>2*D3yg zfE=_9dX;s=EB@7K5!4CT<1l`r83^QVkX~*gKaneZK7{Q)P&eFPK`-+>MaC~kmb|u! zvKfk>g|mTSzs6VW@w*}j=jn9|NhYRF;=_BOSK7oHRuO~Y_}@ZeWFGnWIB+q4;HoQA zB)V*}-27k^O+VmG0}V242oxgBXA8b}8(3BB1E?~96=~wBN%*0U0f-S0rNC4uHZH`- zN@EhVCq~J{cYls0=dB@*Vu6%-LC;cACpUp5$78>>*l|1Z3b<%*}_7B(!6?)SvVfMLM; zfH+n4Wln>D9|8eg3G8|PX_I{B3ERFA$+G&sQRWs)kld_qBRThEBWz;;){9^1n&S72 zwWJ6&1vz3x&b1+*)uW!0$4@OY$;a9};kpXcD1DM7PJsS(Oppg{=+y)vNKD)a>D-i^g6Ka&X>rC?cAikC@Sqg18N+)Pm-ZwLd z9lb$WZ2YzownN9W$rFvI#K1p-qIiIJWYSo2I^bNE|)ZE6Hiw~Cu%Bnlmu z1rE1(E^zJT*q86#0wLQ4HOi#&sp4t`{$HPSb6%AmFL#_`Wes|Mlu4{5l1q+47qlB6 zW-YUK0&Uwz&OAb`j|NtlL_cte+I$a6pdqm$^YwE1J^7wExJeAvaR-Xng=5jz`bOvi zacWL|ZpY`2P>jkHTzt9O4C*{FsP9SLY(acC1_IZFTEwwbGdbK1pYMYn$mfM} z=w(Z;zi5sw7ln4n8ptg@#bsh-+D+h#yvE+4Mm?aGKcyB?Q*1s$AM}%$r?yR|ZqF*M zmoLywJX;Ul#M3wld>bqMb5c7Z^fDDc$d0dnXALz6FxT$noX&sIR8;4EVF#eLjzEI7 zP>b;&_F5AAAx1jA0vb=BcMI6?=N#mDOY~PBYB!TfDm$2DRZ_Af3`>&6*^P3uOM>hf z57ku>gG4lrl{VDpuKa(X!XFZWv#!@laJW|TuLP>PLo1(%i8Ok(4&=V7C4l*!kCC&~ ziLp8$!U@0{vA3T5x;c}&QX3kg>T%MHTG78ttXxLNP9L#3^d`r>wZIm&vc_5~FG~SK zuc4J?cEp@BaM+x2@^eG1IAH%^Y+kD@JqkWE9KY>XEJoVqrkBkF4A?S8CX|bj-Zf&R z^)mdpACPOP05(QMOX~-xC4Kd289C{+IPN(u&gX%Jo`rg07<3CAv{JT_R(3a_?`*1- zS)!F#d#&_z(@GhrFI>)~NROywsb48cjx;gK_*GDpm1Ql14Kl7`tjwT)IbNK#Z(M!`?4dQdx>hx|6@F(J}iXHSuqf+HAbOr-vndCAw66N+KN~bw- zvYlMK;x&1Fg-){LTXXDz`4Vq$s1svb^BwPlh~ehMULH?+s9@rhKJ3*TlXz}Pk-8O< zWQ9In+J(eQ-|pmR;_a!Po^(G{ZRCMHo9V%~LXU($U5});QY#-D$*UKjG0cE!ZZ6Q& z*-)a)q37fMGU}L#_cQpe9j{A~E4+{H0fhlI^1&pdc)yMl52$UrkPAwqgE0KQ#SUzN zo%UigFYNaX`(-EZHUi$NT@)j|u-!raa|9cO*smF>Oi62z2!@i*wdnjHX zV0(9L7mp1NKtp0ga^c_ka^U;9W2AI`pzTHQQ)_4+DzbL`vE&ikf5w8ncsR|`UAe0jt_Jz#%@(l!m-mQ`HTXSr3xj&0kJd2~+mPDS09p)Q z*N{VM3Hn9f>xhkVUcjPk7uJjYG^n@8vo-MHas|=RccA9L z!k@p!es7@rAlE+o!hZHA`R=AkeyuUdu1P7fDk@1z`x(V4HC`5djFl6;*#E90cN14$ zapcK~nqW9n!*-w0DCr=OK_+xfZjdX%Ggf(mMpb1pUfzd@30~%nwbe=NNK*f2~~V4P}8V$3b6^bCy;T zPMBoq7!!R`iu}xzESt_6rMqo{6bdxR6#BEu4~e_+)TCn2>|A0#r($GGB-9xPp^Z2K zBt9Anlr!`kX;7UsBk$FxmjtTbYamoY*r_-6tcjm}`K*=hU+^J(pmnYo>JoiJSs>@t zq1}KQrPbtA`PD5|>cpBPdsK=%vP)v05HD@tKtXz*e#w;@MILMLEk+(ZiIEukmZf)~ zj<`>+`HVQhmP;+5tHHJd$y)``j}7{{b5kopkD%~@mZb*QHH=WB^g}A}-U+|Gho7dC z?~CAzE8jvp!~8OrC&~N*MhWR0FVBY?pd_?s+6hWjd&Kv_GAo_Zkc(;&O5; zwmIZNeW^sfDg;eI0cvY8XhCf7P3%yJIN5ZDJ<$x4Jcni_-XTdm3mL_A4-}i!^jTcX zn70fn21{~t6#tzCmBujki$PFz;Gb(lpf|+Vx6|_-T0w5}g{H^@zjdWQafZ5wbAQHH zhwypE0P;z9lZ2$D$oFGOV!tv$a-52lrS#rsHjwwJ2di!9d0BT~;?R6;>nV0!gbvDL zzYJ7IC(Q-5tT#_mah|BPi?9&S;N%uUe)&%N905!ZR{#S+` zumEG^WdDRT&x1Y-(M!@#jiLq)rMB5q|2q7D*6kX3B^Fv6{J1fDW^<3fe=lo32rbc3 z;?V5d>}9UAe`%5eonk@ydFoKwZhEy%Tnk!@omSI>uAy&RPfevRZQseds7Vt}U{hk; znLg>L1N4aGjYI6cypTG2XwgnU`Na7;ZXnk!MaTG0&3Q4>7wN|P<%?rvH{a)`SDFSj z%Fdf9(npglmSKsq!+J zay@Ys&RKvwCsnq68$Aw;-Q*rf*kxDEthj@#mZ7E?dhwZ5+}9k%LD1Jm(X8t zroaACNiTW#nWQAw70cKs%IK>G>9SidHR!J=&;z~YxTyE^_v|&szCd0=f%67?ePS#N zu5Vz&sr2@-RiL}orpk(K^e@v>rE`~5sYg#;6v~yT&Pk#PikJ0VLt4vucVW*%({&>3 zB?i;4^mEb4R^+e;*Syfzjv@HoIQ)Q^j$1;nH8)i%2c^=-rOINiMJVX(QpP69%p%0C zHdeMkRWgdX1jf>DZDfpv^c%C-V{m*=`jS)gxhAp{3L)yus%=nV?&n&?2=b&Av|@G1 zWv!xRZQ5x$yWq6EFMe7cuQ)9qo}QK&oU3M06W2hKCE_akft(34&CVdjMxvi6`Y>|n z%_=(iLfjRg&i(pIeJB2&{NmbjZfH^qvmYc*x^TUz5c}G3xVBXZ+imn7KfF&Dvy=vQ8$Mc`#W_4HM-# z*F4L|L5)%{R_0?%$8-4aF5-k7HeoJ38hXAz1)8Ht^sN(#U*sv$=`Q<-1cS_*87rr` z7L@BdK9Bx+6rpsx31uAT3_eLc*K%I^s7qI=pO2|ATvyry9c`Dp$!_RBc*|Yo8{wr4X};=1P=FfSANmk(6~EXIhzO8^1HcQ`t^{ti9%vh|lKe;+ z;0N|=xJ`crP$6!aZ_cgh{gI`}Amn5XZdb1kyaAX%LKUbgxD9_9x2^9f&-YD%4g(X5 zy90EV+sJnSc_`xn^uUYT+&zIXxB@Ti54@A_4=3@&(8K_>jNAI3<^)dN3wZr$Zlx~; zY{G%t*#mj%>rh}NNOUle5kDYejFr%=uR0gvq^J&(*o6O#?AWxn8}kswGHS%05Fl(+}7^M?d{)y1s#TJq~~mn>J5zE z3Tl)hKtn8mspu<1Hvmkd88DHXEr3zg<~XQPTI35`5TU`Xc=da2@r zeUxbYRE0QywK6q8)r4v#iaAcn(5MaXG^%BBo(jx(XZ+C7OlU7A2C4%ip$ymobQ+l2 z0p^>`?e~#-;M9rOlDXHs5U7%p+||(4o@&^3Up1r-5Eh=c>IOVwD`S+5<~Sg2i=G9l z{y@$Gfn1oOP6|lPD4<&Q-+>1rF+iarkyXez#2;CP+(gO(pLx$M|D}ORRnG%lq#%9( zltlrB(4hY|_*V$F^RDP|1_ESZ_$lZWj6foQtC*i$e)K9-JvY${K3t6X{HTn7@Pz8% zlL1Nt_08K*=y!mFgeC>50=My5;2#m3Lz5lI5=z;ClOyc>j3d0j`lZ1Klt#j z=Ka+)p5i+q(N+Dt@1e#5XG;SvZ`U_a)nHEXKrXz{b4_%%4LFGo_|8aQL-2GHKPi=k&v}1G_>(m9R1^8<|3*hy{!hP&< znE7qDg0=_=<^3!mJ}v>CDi5%zp<&)CZ#&j^9_kV3C2n5}P#=6X>I?KdwtF?I(j|>L zk{c?WR`}}}s12~44!`TQg*cdHuR0v>t%ij3RUJc}ROv2m>R6_yYJJX6-GVZxmJ=|_ zSmyEzh%~yH31p>Nmmt-^9$)DVY|nx9@p^;LU3#Fau0UVf_E(P|Iw@mAHx+XS7|jYV zH73+YC0F%RZw~n@+e*Y+l12@zM7|1w=4KhRB*egL{K*Vi{GN(W17`{3wI|S?t&C;+ z(OKHkO3qTV;64Uo`0$nczoF0A6ML%27lPCK6jQC)i zV4&ZLTbxz9JFaTKqlenv)<+$}jvpokDrd$p$Hf3!Xdc=D*=kRo0tPo#L8-#$3T>bX zB6oGbjw`Th$s#T)49b$OA#SSP5>Iuup^r)#<);D`1gOR@puSiO#R&eKNIXQ5(-z^A z^NNtunNtwCHkep4k;j&j({eJm&dhNQzujlvrIGK{i*mevehDSac^5Trpu5Ue%v)*5 zF=K89s2Sw^?va7&)OFVW66z1)eIRj=0la7iW4$1DGZ{Yye{4~K>E86Or=!2;I16gr-j^CRwFWtsSlvzT=@7@-h^ruK=nCRH zlmFMpo-cWAx6w(h$?vSTrnsn4xjmrT@>XTG`Kirm*t7%lSwdVA3q{DYZPD{2bZkV& z<0}CdM6y$xdXhtqV%rPU%308?6rJFzdiVEG#~*sBqCb7qrMG^nI8-uMCPQ~&4UB6Q z6j|tGQx57rerty>?8AO%cppVBo=#4lc)>|+BmW#oaaEO5JycYTH&43uQ%;)#)Q>{U zWh6Eteio9?@=^yzlLuQc&Si4<3g)#FAA84ZN#vw~dhiKo81pX4`rqKs5766kqb}DTpc+9FbEKHN>NCbuwVC6mhM&}^>zwNZ{#JvvrV%e0)8ZvKELhd&Ke_wnUJ z)aXU5W9M^n>~tWwkI?-)D2vEJUD12D(tlCC%tzlhS(63p>%!{{K4(nE_b1WsOduzX zC9jX5-VFxUIeer8<-xi)sSp_Hx&Q!ccrgz0%qQy_{8V>MtUo!*}lrX zMSyC*Q=|GiKs!TRr!yaYeSYVEO*nQdGJ)f(xR5*gq4!?+YfpTXwY?xOnW>3B(GRue zm={P5#0>BJ!FSthF!ys#>TGrwRkNbI(&g|}QJ=h(^(?5a8v3i`nE|RgIqDnqCD9WC zl`$JV6=PrV$6p6xKMm*O{6|@zJ?9O@w(H3+3D{*9_KczC%;EKM6Ck8!f9Kp&6a7?< zJv@beS%9ik7Rr@F8g*>})I9h=+c5ODf}FmZ9$-1}_4(wbY52rA==(lHjgt$Tyw@n{ zMI4}uci3$@es-@JK8C$d;{ySRJ-M?ApZ$pYhq-{ydI0N%hNr{z9sLS8?p zyZqIBC}e(KhAI#Lx=t^$vO1Io_}zteK&$c3+)dF1Il+?e_3zNhb0EzRfTi9bzS5b8 z5elYr?#e)KtJ?xylzo7jeH}U<{4qV0T+Q4Y-r~3yjQN)Nyl0)fUd&`oPtosv?8L4}Ehk545mzH4T=3{`RPN4V4uYXMpQeVfDC-CjsBRTgldi8l;$_~21dry7T z@s0tiz@b1j6u<7a40;-LI`|a69tVwC60q)6dh2tQIG9auN97JLpxVx zZRf5^d3z~mAAfo*jp|O1x0X6`wKwYzCYJDpHPeBc&&7uL$7tj(@8f6D5Agl{DZu03 zxhfY|cXiLwOEvNGQ>$hHyWUUjD9D@|lP~EZY7%2joUywbYb1Wo@#;Vfo+Ji~_s3TJ zULJoah?G8x4UmiYhTBQtwx@y7B2$r1$jM92s=`1Ib#(|7R3<-Y=;(dcLls6IYPx|K zO(W)Cv3~%@emx&lA%%j~7^EzAIGH^ErOM!V=py#m!lfA$6589aR3*&Af%*OXgneHF1IK6Aq6_yy=xYRVGK&2Z zHs3Rxz1a|Y25d1?1NBgM)`0wi;=l-<%WWtP>ad3C!rWU2s|!toRdrjadZ0yV9Tu!Q zOb%9!Cj_e_(4g!Y9jsRHIh@a0=qCp8xi(Z2qY)Qm2lNx3&``KRNihyeiY-uhxcWhr z;mIrX7}NQ#Hzg>}{bDLeEjmc@4CN6GphJ_AP<_cl1>&eFIcia!*1ZdPVjFi|A86 z?*gWLB2X2ku8pIfyrOTsa~`-dxi^^J;|&xNN8IQgpSr4wnI3Ae4myhAe(DVLfp60^ zN<+_+FrPh2a-cdw?wnbS-j+I|szYx>Za&4U;QL1^LA{XR2z4KMsH%r*`M^sB_9XYr zgU*6uy9~vy@%-lA&U%s;TI#2D;vVG z8$O5c-MZtc-rez0OT7G5p=fAP=4;gI641!vKP!#w$FtLu(?4h$&;vE0UuXs$32~Q; z_hTEeuY?L`{af}jyIs_4BUB6YUSH?=sT&KSn9U!kijrft(x(oeMgx$JH5c zbvb(8I@AH?7KJ@N*TgTYP>0Kt2M*xZ1)Wt2e*L_br#f-ZTMcOAryhg_sDKL^wW&3| z`ywP2dPX4p<1APs^Ybmh-Vq7UM~{%3x|frh--$RUZ!E`_QTD;=7?d(r*tQooZV$!G zo0_hwg_D~aUD8wC>+P#D3ushbu0QBm-&0TQIEQOl)M;<*=R>VYiy?;e%Jzv%#t ziXHZC$Mux=)X(qa`#k8WXt3H&++VXH_f-v6tEm0WYC*F_AK+6bSnaJFtghT~Rs|wl zRcRZda@fmJKtrV@>hAG;rq6W_!vb#tB3EA3l{XJ|C>M`ITJrY*VD1ZO+LqsVvmpR zD&65)j2rzl^|;s>`jQ0V#z23Eo}G_UqxRwRJ9&@)7c7Au5%cRbK0hHIypSO$Tvbu% zDN-!(U-J8+QS?6KpDH=<8-DjA296V-yQv2Q_)=wxv8PqKa#mN1L!}zb{<4|B8o_nA%ou70zJJ&jonp%;eRC;=GzvlQGdz(1^J9j?*Y~ot(9ctoZ`ra?(THg0Q z%e9>dXH_lGRk_vhz>j>?ty6xg$&~F@G6tBmq4s?Bj~%UExB`)b?LJ7kJ$6YE~x8P1*l|d=hRZvpk>r*_I$-T|1oSk6&Eel@)Y&cS;AUCFo}` zem^FiT7zx+K7=|H9W6(m@cs?HedhiEwQQWTs!E@#gQ9rNH!n4EhmWfA&R6Z72vwDZ zMjhrl&N;?vh>myRH}9FhExs0yjta1z7x;2?5&Wc2+^=k1x%hAKZ(uTO9IbW9%Ui|# z3AARvleJExH6IgUhT0&4SeW1ImNDL{-{a}|9AW+r5yZm$URTQBTBo;Z&9NDL)*}(- z?-4;P%$~#9uyS-FnwDUi$m28?WX7Yh9Z|SvQ_tA8XyGxmh>f zXY8V%l6B+tbFtQKNY1+PD)zM2ee^buXM@jJA{Iynxj>IZm~#Rmh=uvRZiU8Lx1)(U zCbP!B-0_EdZ?kSa4yl&w-kNf*`Jo2;FHK>?1^(Vl=T32_v`MiI=)(CQ3j$`IyBhgI+5{`r+A&58f=VK0K zZG+32*JjD_7DxuZtw$n|Fhmdw^LyPma!yi;`TYO;`4X^s-Jj+$(m0nMi9{lha3l=* z-^X6!Zmpa9z&!SUUdNYi*1Ck=fB(P9{O?^4^Z&ALj)kf7qn?<@6xM2s*dUh3f1Yy< z{HEDd^Ks$)Hw+0uyb%XP5L?6su|zD83~Z)HB9Jgd5DW8rT{yl!`J#EOKR-6KhqX@U z_P-q)+tFH=tGfBvf1Ohh`Bg@mf73JfNF)LYN5YU0#2fkZ`F-}`TO~0qb}sW`tSAE3H?%SlK7W*?q|J6>@(1Ybo z^KW6;Q4k9xOc&4hm2Ut0W9IXl)9+&;EhfG+>e`a9b_NZL4MyM-3mD1hH5D?Gd)Sp8qV+p&Nyju5()-xi+AV@ zys0Fx3!o!gUvPW;L!fNHftDh39|3vgJHvb6O5EaZrs-IP+yVL=)k-fl+d?G(rA3zx z+!_xwwNy{NI0Mtz4g^1!JGZ#=gw>|NIehB@hnxy5D{qW!2C|kN=$Z{sqU}JLh5&;& z{VPstKL)-(Csq<8f$wu$dIcbo>p8~H0(fkaR=NU3Zvrh!X&|`wfyw0rYUIi7^y50nz8y_JJL7-T88$Q!5W zWE+ry4e7~puqUwibMd0t7As}8>Sb&y+E0JuRkPw_npJbef7CLj!pCbN$5KpTLOowG%Nz1#*%Pmt=&7gH4q@dy>SihFemO#+@(U$;10nZf;$9v2yUrVRa|j*cW+$p zujp@#JMK7dzvuMne1FVQy4PN7`r2bZ&klxuVi4zf3gt{7=SIiLm4Mi1N3Wcx(FSw^ zRN@o*Yz?fbB08Ft2%Pi~@M_LiV*rp%dfUj~(|I`{lKRIW$3Y?=n z@bWcD(mXCv8Umd?)jwKN7h7c4DrjwhWAt7Fq`@0#R*OI3;+ugJtzn##je+_x?)gsW zz85gKs%H6Gou``vIkCm3>fuXQ@S_Fjd{d%Xp0vcLpsH{HPJZzVPrQB0laik@uLrCV z=tOnwksfGD^n2jAKwPF~GfUpQP^sJiTC|^euI4}UfrrfirZfeJSO|I^gPw;2%@~G1 z+_FeGR57FR&xt@f4%CENqZAN|LMFM9kEhM%!M1s!aj=Jm26)7Npo-6V+PD9tILY-b zO0MRxNO$I#lQqi~U=~0_8mt47HJ7ykzvzwatBz%^Kw8d?00NBk_?`?rho`~@B+K~M ziDC;pu5GnwNq?Ou7(<&-v7lMXKIWJxo({bOI+Ybb_*uhA>l&s4-(Vf(dCfWv=qYfv zR!@_qfhNnr?TNB;K%Bfj4>S%q({g{F8eG;aRbN1jvzUdoXa~YETRTJ#0koxrBTi&J&h-%5w7C6v23qV1M-wiTo%J_pYVsaS8L`r}EXF5& zH>61GEzpeIPm)|fCc89@moYb@B?r1{7;2Vv#A;dc%n*Dl3;%!CpL`tv9NQOvK(?~Z zU~)-@e!!8krAW;mKx=H0<&y(6SXJZYa_Lwp{{%a(u*mIrvrGp{S2qXLOE-axTkuPA zz&FOOgO6knB{uQjbF+zc^3N-44(e_GMH4kX$Sh;=D|ce%13qkMC^ve}7RJs4+0+FW6xB_DFdRJTw)t-x?{M_5$?=1~?T6 z;+?m^jJ<)+Uy7A}^P=QRUtnkZpqlU`etst}QpY@Q0|mrSBalCCLLKk~7!lt;!{#~G zCrNbWL}}hHUdEM)6OVO3k{U!yGEm@k#i87af_~#8Pi+P|K4!B~%60&zSD#wcg1Y1c zguA~{Hj&5HQWHlhK0rPz+}bRUfQ8QM@F#RJl-yovIZ(#B)L(2n;Tg7Di64_!f8u9} zP#t)WhfWOWXuo+-R-m8e<`ijECq+zANmBL!^b0v+W&(uVplzafw`zMt3)s*R~Ba)=msRw!A1>xbRu#!C`Uh@U?*S_U0~W`lWI zVO$5O{WXUY-%W|h(!f}Y0GloqDWx2ME(_mx1=e|)`7DE$Y+bTAzf6?+2jeA&Ay!r_ zjgo7Df1vH2%zd-eTh?z+I7mm-sZVR;sVm`}h>`lKv5OmhWuI+sUuVAMc@2`vTPfHD-He zv-svT%a(Qt@@Q+E3|$p1jSg9)F8O{Wc_OhYFjg~m9tac=TUTjAtzgdMno~jRyOl<9+-a0%Mx)dPB3`+ZNv;*3 zuDyGZlZdr4Eqy_J#r-9}Bexu;F_Hfj$RA3&ZkA z_K(d{hMxG*KKjXt^w-qD5zH$u@!5r37mak|{VrnhB5`?~;RH#k7Ax0-n2+`n>~tRVK#~d(X+GTUJ6bz&WpTp3j`O zTL`t4y0d03KEgR$Z;X^?;Spjy7$Mn?MaU7TQQ9X&$g9&4;&hNT(^GvVx41db%Mkwq zu-6~RHSAuw8h*j|BQr+IP-HXGE)&!unV}@fO7HX=Jz`#H1Bl66#i2NCkbowo&Pk(Oy1;9E5I zfaYyHG&BM1wYz+Z6I1y(DIOIg8^%XVA!whx@>*nBFO%FwcmB}Z>}!M#azkN5-l{|1 zIt7(gY-^6+0#zS-72~vI8B+lokMao;lpHJVZ$ya$`}8KnSk2zh!+q!4z+wEIn!g$! zJiY>oIAUY^&Pd5Zp4(yJ`hho8VffqbRP>1NUL_WWm%*QN;z#LN7qlZ@*tu8+`gQ#5 zM1E*7NlD`AIM90$YrV6a3eOf zJmT1g_{x1G?FHi(2rAzK`n}x6s#PWYJmb74$s|pic4Q zKNYBrPw>+{&yBMBJ$2=DqEroym&q$*gK1;$3RhqlPp zJsk^3UU0RWTgB?9m!4HxIlw5X+Vn9X^<=f{S&2dw|H4j zuNv+P)#F^~0Z*_8U@jBr<2TJD?grDxA-6_aGaOX9?&7i;qv1{tcn_=nx}kZ_`)apni;o zQlc$XjvSMYHALs4U(L?76UK}9jq6Hzxh{fk9ntNk8sq|W9r+xcr9_Gx<(k@V`q-_k zVKaFU8ARTh#CPitvNrT_kNs@dubd;9J>3y#>vrOg8}T!Gp!aLIX0#S63*N`Ar+3_p zUAIEHhkWd0mW1~7Jk*t#R?ws%M)v5n%v{Ua4_ztesj>!J(PvL(KXHV--+l&^L*$j2 z$kVCBK0ff|T(Z3DlO*S$AA8v{UhdzHk>9AZ1L!p>bcYIzy~JDAG~y;UW4tEhi(%O1 zs5dzg8=A0X(REZe9VtjSajsyT0{D~s@ZR{E?A?9Z%uDJQgBg^UtYhW_gt*S>z3a*l}YaN ztqe<)eyw9=U8+T9jwROEgCC0HS|q-*ehKlwab0FJHeyfzKV~uea;sl$!FTC*PLN}o zl&0pfhwZr)YQ72)(%;$>m!}_wHn8l&6LNEPid2IdW&iCY*^oU!R=16n#34~qHpDE$ ziMw%b(500{FInl|sB=rmV+%jiXA^s0`7S##;))I1LG5G zF-FPRr)DXMZQAz1=cuRO$vb=F=@}v;B?(y<$KLZCbUe4QF*&+5*H6;9QDgSwyVv67 zY_C`eJQyXdez!oc0{!HB_C6`(xdW_w6Fnz+@o6aiIC>~IgI;wSza#hS$H?N^(Q@^g zMQS@+q{Tq9oWvf3$RYh+M9NL}rK?WTC!D3O+<-2N*xp1vxX*Q^ANf+G>D?sx@dwu) z+~eixxmfue5+gIRM9T{NKHYZq_@5$WZN#5_*W(fN*~7?3^zC)YgK@;>{4nY{{b|Ps z$+C4U{r6iahWo_Jo9E=uO)*k@V6@D*VUg3Xx%NliF%aK*T2OnbDG#VOHK{c-s4>H+ zFVC|4f7B?mC%Wm43GV7T+f$nXRlJh|6+oUqJ^2p!Oe>%%19_4-P?8HkF08Piq8p(C z*~G2?$chcz0=^E&^(x?R-1={Y%??D0AS-|deCKxcmWVsItlM$RdJMO$ci~p;!j}wM zAt&&MHo(MyxVGjt^BvrRf3q{UllK7n3>3l&*PYRUTkl)=YwofEs)Y<%WF=H0*?__W zb9wiYTkW}hf3fGEPb41~1XRQy=p~yT zOUuhG=Y`S%4=V&jv@&oeZfk!G6yO14=5NMrK3={9rUdofU3jdj;!K%a6zeX-@6zitXPXv0!a4om`K&M}98m2bv&^?*`+ zU_D!Y1ZqVapxH<@>`@2Fi7wyU0&PW(A{!7R@*Iim4+YE>o`wnx=W#}0X+QvG^ZjBV z4TRxhtgS zJkJ938Zd)HZh<;uCNTHif$Cy`4j>u28P>V$Dzr7Xc)}}?1uKN1J@%SC$y1Z7_-f&a z0eT=Okn|-y@f>}%I~l0<*fb9i5c4-6k{N*QWM!^EQ)d1Kq%;@)iy3df`iUnr zM|pZ^_3l1er+t8qY|9gO_XE8F?hwrJIe=rF#-|Pd$rxK5m?}_=ANX#?`ar%K0M$c! zJm{siADy-TJy%`LlXq`q^3~gWp>Svk9n4PFjsCL#BnHsYh-&DEW5ejlN81VZB z*3XTBd0leSzQcLi_e@u<4U{)*iMLKG?x%%j1n5+J`Soyo6hG+pg88wwTtF}EutgH^ zl4-y(E+I{kzSyA39S_|<%1gUs^46RVKDuqIuTFXDr_ba3_0zNf4KHrcoRbXN915Xk z`2+P_hd^C51!xF*Gyu7z^J;k z#2*yO0Bm^$9TcqVqB&w*^u<*-eUigV-z@UcE$jSr`C^_-AI?+NJMuK=Fyi_w6h_Rg z1931Hzx>90-jc_j;BN{9@B}`$pLu3O<^r{`Lq;(7Bgk#!_dG7T#^j>Q54q{UPo6qP zeD#`3fPQQbwGDo986DjOj?|2GM=-|8VnB1L4|^HEF24Ao2C(wl#58Mq*W6J@ggUAJ zY8M@s-CYZh^VHEcKDuj>pI-eCpvkq!oznt!L^yNDH}YePlf+{kU|06|V@c!_?*}~v z4wlUWD6W@QedeQ!vj=D*d9Ig2OEmzR7IgW{6sX=8$m_TN%Kvl)D5Eg3>BzT;g zb_w;+pz~h3r!@2|Ykl>DoxkQN6QD(*YiLx@pqGIzZ^8F2I+KsaLA?+H1aS;H8%)dw zL2-aB&SHzl#MP-r!2TKnrK%6)99UHq*8FKF`TV9q%NGLvTrp5HwWbbG8{R~ad&!Sm zsiju^{80;975+bOos(wB;H<}%y6E16?pou5xB7-bcg0hrTafdo%m((wx|)4}l8Rij z6L_Vd@7X1Qu#!Vo^SYnfbd~Sg`#GssF`m}#>8jZuxa)}4Uh3%Squ~>Yb;kgm)erg{ zTOe9%@L%%XJI1r-p&G3ZSO!fSQS1`h*&H&zckQ9SifQL!Z!tb+$sz;}^%5QCrBNC-BD{`1(=&Z#}+| zhkn5ky_wKMR`jv;U^lH^z)?LdE;>7%yUw5CsY^EaY0gsyJxBVDPEJ6s2t5binXygcV5nef0@YiHKTtQ;qy(zX74kf}Jo!JGq>8?-acv9!RRUY~1^})c&s|4t%JO<59{Vd-X z2s<&^v>El7^Lg~9S2VB|-alu~ce(-jOb=y3LHw}-b%^-Shkw^c-e98_%sHCg>_}BV zb;;_lcBKP!Rd|4QgNkTCY4RsIa?e0&3pyJ!4}H!-AJd@K7!O6)aO~RAUw`xnP~T<- zUH5>RLhm!D8*#A{DmHvBKj-M)g#J(XFLP{$?VICkd$DI-zF)tF8hr{sxdTM`F?23B z(bWa~vn9Sak@>EL5@FUJq`j_gl?(i-D9TIcb5e&g$~WRXrMbXjX%lF0uE~ zc&KY;J@eBS^a*d`$QwhT$eK^yqP8!`-dX+055CkV?9!Ugf#mZGPpGH&$q~1Kv0kB$ zouTe0;8RiV+AqaZZ?A%KrKP|2Zx39VxVp=+=XXN;!T%f|ke6RU4fl>d{sXYx_vrR5 zarBZ{drB+-f&PYkMhYSafJWa2B7LxIkmmnANavRb(%2$F>J3do#|*9-9pbKjW-rZu z-B*7?!BY|no+(SA3@Sv=-5J~V<{aq$`#8o%M{DrydPr^jJUic&A5G4n2Y8*^TMKpc z)uzh>G>ZPlryVpi6QFHE=a=?kn-i=z8d!HCb~wqJ&td0F&~mZ;X{1g{y1 zzoW!zW#(QFiN_xfARfG5e-Qmg;P2S%66;vcIyNi={yWuObG7wSA7})3g$8H@{boR6 z{Anz@JPefnDscDL)P*0wwSlsi$pL&FDV7cDg^WQu%?6t^4bpK?bX0;8B{R~L_h0zV z2kM96P6~2tS|J@!Tw;DSKGtCtQ1Js$6`^bI zTlg?OXLv=tz5$kw6v1DX^4(PYa5i&jmNiK8WeU>b%;E57dV@c(3$c0>pG^pYrh=Nc zav0QG_`*S6(+`CnVGun|Fgkz=#~_S53dJ}#YCt$ zCIqSPxFAh}mSZop9DAWc>B;9#eD1^N$IzjygKk2Qd`JaoCvFW0(i;7PG*e$_PoSQt z;?H>AP^!2G=@UbcUPG*uD1HIZtN1|!0yTvv)F};JgLJB6kRI<2?ZR|=#zf+oweN*G zB&<}B?y4T7$xzKiqucS!^CfzojgC)3!O@lZhE#XeZ(rQ>QHZBD?B$~$p#582Jy5I6 zV86G8p5z!b3USnwQ}m4V8vCdxkxuS< zsGOH>aP`%Lp8~WX`Q{!u?+&q6g?zU81GdJdcM3p(R2Fkp z2I+1nKPsT}#^`)CI=h7IRdVI5s-a&7H(>--*Z6Cb_<=jqsc_(tbwV!{umOb`4 zXsy_9N4#V&Ma>=k4ju9uLJwT(6}?`zKlkk;Lg}T?Q^)bmKIE}g*k>j*8WB)v#6Y2u z(lJP1<98Q`m6Q0{L&x@7_;^R1TECl?3vkv|QEqz5mK3cGo%=??#FkxH;^CDQB|v7LVt1%A3Ti@KH&XBWC(Hr-IYZG zp+=bz6r>;V&*xs`UHmWW5KriVd~|J2e<&fLo|>d*Kb&;iN*7%<$6Y`5_14c_{Ive?06h;aYdpRfMz1^{{q4yD z)f)cu&Ypc6V=hN>BbllF&-m`~d?%e(-&ubj?5Yj&dgvcVxNZ>Uqn%AqN39OfOhHhT z<%7BAN9E+J?87&^g*_~=QWkj6X@aMp(kofz9@xVzd*6n6WcZ; zX6-$o_d=H~bGYiU^lsz>4}IO=M=LC)C-ETGzB0$wT)P@VABLYa-9(+;M_+Y}UMdm_ z7c+e|ve$$y`FvqZ8=X_Hy;eTjNsry`uKTOG=&sT3(ARmXUk-oGOplYA0L35cc4!aH zhJpG#lDaYl{o&_t=ktC6Yv5eY_>BiS_7e4Hlo$OT|LMf}D<5GlQRI7a&F&O(WGdew zrX==-al|yg4fzb+0lD?A5B46#cZ_jw4#zNdy~R+)EVcH@P<$+B?3LtQdXT2;*h99X z)-bQ`9k45}yZQX^8Q19E(>tUir)4LO^FeJzoQII#au6>iphIct06j{rAo^>3GtpU( zE_Bs{4Lx*fDQ}$%E#yfjKi#kp>cBQ!lcLY9&YmENzGDi#(?#amk-qFu74%sPzrrt@ zBMr<>I^nUij@;y?75zQ6)@5(CbAisZYk*F!WzduZ2Axp@-`)sK8vDc1_|c$N>?OL8 zo4P{r(viGDom$WwyLkI+0kgl}Y7wAA-UjF+lR*PV(f2rT&0!GzDSgLW^lR-umeX(K z#oizKV%u~0d>(Xzt`g`k>SF88MtVDJ5E_oXw*To9Kl0Hl+4a_mNDE{epWo$WkA!^N z?y477xoHz_0cExJKcj` z%9Y;E1Hbiz$_P2;#&^!_k9y)iMLX)xNu71d$L^YW8P_79hF%-tsZP+)l!1z4#iT&J zL)}Tu%sfh>OJcNRJ!oJWvlnlQ-!((u$hsy_=+Hmq<-Ef$qc_%+J(!*pJ(a*u4Y!~! z{z%TbOAm~mAKSUUhJSQt|I`&-eJ954 zKXP3Wf9XnGzCb$A1Gi6fQsW3`omdV!rUKBxj`P;z4u0CNOMrGxGU%-SP@+)#E~A%6 zIq?U4Z9DlT7X3O?1N-rMA01cbyK1)1n!AjPI_`1Ti_Gci0BAmqP>f}S=6F${E+h|* zWiCs3k?D)A{&9f8(b` z*mpf;k8_83?0J~$dzq;3*wC4{U)vVS7$J{fOA9gbzfz;vzp^uJ9$6lkj03QOl87y0 zgWLv!V@AS|5JV6g>wD9%#~jnbdd$E6cIKs>Y3gw6Z)X1cufHcfwKH{fwEljZ-~Z?T zEPP~Vn%~&^pAhB|jCdn|AM#L=acmm=^<26?vokGpwf_F!pJNrexX|*S&o%jpoyobg zb(~Pv`p?!q;h~-BYps7ir>ofV%r9GpF{gh%uQBNA(l5XHXX|Tr-_G=*ly!Y(<`s^l z&HV17w>C4!{=dp4?bbV=^$tzL_1Y5?yV|DR z{6^t7$-i62D~Zq8A~wih=b?P)XPI-_o!^o5gtt$-@fJL=GtI1$cH`y2ezWA)c-B0R z2x4P>Zz_TBy|15k=X!`P9C#{WTE*INbdg%sI$j7i4Mx0?u81HGNJ-@1+x*f^JJX>L z<-&YRFzu_o4I!#Oq#`RDT)iXPTr13Fd#^NLS?V zt)V(=81<{~IL)zUBpeAtLXi+881Y8BB7!&|B@tW12Knpx6+pKUzjXV*|1aBZJ5y^L z>ze=f|FykkXKMDv>hIy4Hw+0yLXcp@8|jJ&;((MyY!MseujiPHIS%-+Gcjze zWSw&;j8 zI=~YV|I;~SVh$C5>9Z^6`FrQOi2e6p{LgHW?}nXe>0|4E!>sE={_k2_Gfwrh*5Cf$ z?Gb?+XX2I6~r_I_P+_N)PD3NyK^}5D-uBM$$gNdQ> zzj9mJ+0%zPX1ZpbLbi@t*}`h1OGp@AGq35&d=@drN={WF$$Q$NZ`V}+KmN{90HVvxrIDR zk`=(ziqDLbJx8LX_*=7N41_|Yf>};y0HXg08kO@vVUnQ1hy%hL3-mI9&nKZQxCH$9 z8n@p^0>uPc`F;z~>skEH*q1q{|9GI6KrU|WMh9bndyp0cP1-jN__65@c80R_=lzOvF zVlx#;1?Qd1dADHiO88nHe6D~^iky3!EMGj5CHsR!Sus9dRze+;yO~Ay*ECB{*7eB< z1PQy;SOmoj^EXb!rufh<=3krfrt-PyWZ*24B8fo5?zT;q?MaDp#3o*5bdQ!>&w0|_a=5Wlnfday~d0kheU^yU4gp}<3!SLX{rRDefm0`Rzwz!!n4bXyxM z1x`W(u+1zktj`9!9sKcUZrC3SB?T~#^~ZsJn(&)spxIY}?~yU39AyM;DUIm4Rz4h%`tLoNVJRswjA`(ERpEt+BYaFSf6nh zPx)ORDOWb|c_&ZyJ`yPtEj+C^41FC;k+9Jz67Vodp5;oA1Uhv?0R=UkfkvEVlhzKx%ky=;+DBalP5YE%(4sd zArJ26b*#5p@_P`EUy>!$^JKB)PL@T5fxu0Tllt4EE?=A5^;;|iYB$se(vYxnE z20hYzVxDnt;?t2+iCJFXA@_h56)c@11EE=|!089(j+2>BqUHTnC=#Fx+EkS| zq7Jp%2bBhJ(YEs3AOG1MQ8!80ZU}uPvpJDK)H6zOOh&<1UXPWUYb;klWAwEOB7Umw}E1Y z+W4j;R4C~zGU^aCNa(RWv?k8EfI{QPeY)Yt%qwIC@L<;VehHApRZzI#XWuO;(!U3g z!=FiVzjT7+szaR%;|bSi%`%xdczA`pg-?0)1fJHEd|nqSASAFc{?P{b9%E-FCY}#T zk!a|doS!C1SJy<@kq|Gxm5YLIcvvB%^Zz{{wzzeL8qBHXQ^+_z*C#XYr9z z!aY@PmFEfUiRdI}iWK^oC?2n4WOGZXxqQvCI4|Qo1?F~+oXvQL$)%T$5r@cc5zq-) zh`}W2i1>ZdRg-LvvB+q0_+;{Jb8_O*4%8HCR{dJUh6DAghDoFj@!H5FOPT|HY>od8 zj1toui(GKA$dr#}317fk%bF#Wv3C*ESMar?zT{Zq@%$jDAE-C)KVgek)KL5;<^~YR z=j5iZ(3tRg;|X=*F*H?(1)0rfn`gkUUr^`XFz=7_1~$NR$(JMS$elwHZYc0d;rzVbV(ur}^BJFvW1ONVfDHRllkk&_ z6`?bz1O$+EcjEsQ`EL(k&b7*?$cs>7>VAUQJSD~-#7ZH0wfZZf|Q-3j^a*aUbKCuBlpBI{k-;J^Yn6ZW@N{N?o;`K3FdOjr&Wuot}rrRo>W#Jc!(-XO0~X)f2I{VKy{Jto9aHWC179}PNLfgi%>yeQq z|BO2xpCjXdtH(o)5;`wM${b9Vg>@6m8YRbv(QrZFsyaa(hh**wth@*NH5cINKJ@FoBgJkox&qptWK5CRsATy%1^catk+JNa3wGJ!>iIE4J)h4jok?hw{BG^}-JMnwd2s4>M7(vp~O+ zop`ndre6rk2jcR|5vWg20B?^pN`q*lyhz}EG89BHP@q81F#>8O1N0IhSD+@kW|Tfi z&Kvv}N{Y94jMDvqQJO!6jtLr+vrwbFOb=}OBRPoJF8SFg*}g*c0cA#OzMsu}y61&< ztT?nS711$%ni5BEHzQI$1h8)EU6t18oLFezl(`8#M;q!>cl3gu`w>@te3Hd9H%U%H z7iB&kCyVb#%hbVUX+caZ%17NvN1b>{EZ(9YxdzqDb#e{w@6u=V;`=PrRu`zfvd@BE zZ)mbCiAQIhb?ELo`+>0O`yM9RE=tdHYPwu2T0YLtzwfMj=s zRsCF=D6h;$nS$;^(fw{9*PAXICHg478x<=jX2!^>8PW1(D^wSoE#hy_ zKArv|pe&GYf%@Z8gsj3}>OrN`;d+Ez|3p4poFYT2q)2)wWjxa-$(-5=QkWch=L5NH zutjzfZ-eOBAECF&s~+y13bMKvJtU?&L@OdTYR_sb!d9<(>$+@(g>gI2nAr9=kYQuYph(1jgpa$ z7KxqUg5e&Y>K#0pYvZzlBq5U zQXbl}F6pA>aCM9HXJ0*i`=3+=9qU1NMqExHuUe4eyl?0Lg%f>FU1eX+{$opJp#6=K z#qALL$V>53xn!KAP>Xlvq88t04^E#F`4N2&rPnSODH+jiQDW(14)RDrYJd4ixlo%} zhX&`NV~RvUv$A4oqNJGO<<#C-k;hT;<+NGO(f>qNvNpj$Gob1OZJtsn= z8iVcza!rRmcwQ;?_T<^l8KIK3VXf)O)zqqng}5HXJZjeGngY})vsb1{=OL-mg#390 z`iJ^UlBGsyq71f)m4@XlQk3;u_iT^4nq+4UlWZ(T4YTFiQa1V;{NYPhu9xJ32CpDB zqYS-UHEIuaayt6%_k{f-Hk-4D980g;o3*)vFr*E;lh-KjBC z=*`OSg`#jXJzN<6fKTjR1=T9@h4*u|(nnCEHkpYB_7*i-utyiOJZsKtD`+uJN6P6W zXg%?ldHd)AIPV>L?UU&CB(YU-3baGS*H-ozcI)YLplOnQ$r4yPNqUAP$edR3(yL*t zgh5Z&@d|xycXIqJ&bN#jkI!sP`IEY_4moAR0QO|mk57{$MWO6@Haq@8NJXEauW9~$q4Ipz{liha(FU%J34cu)hnnm+8?Yx8s3@b2 zNz&zKoD}holATZl4Pak)oZowJO=<|ozW9RuKhrnx`o}l)!&oW&Ha|Dx&|}X$kt(Cs zr%InGsqzG>*E!G`ErCjJzD<%W-Wn@?Pp}v4#F$so?phu~-Dn*=ZQ)Jm^@_4TVd9o~4+Hh^bum#_Zrw(u}$Af;LI`QE81;2hz&9vr? z@7S3*@y0)tfU_mCCxKI59S6{68r1R zPv}oh(wiQEzGx%*U5Xy(K@Y__UZZoh>b+--jBFMy1@3b#bBsmuo-<3+aA@GjAqlMG z$h|-5ax2`S=XwrB(^q=x%)|!Q%~sq_mYY+Oq}2WdxjZ3W4&;oJ=f`4X^|Wa5`DqcK z?CeS25#vYbd5Hh7eW9gufsT-zc9r;fJ&rx@EP9S9DROul)V8&gWci&0`LQ`(Ue}0| z?9XB(``c)_#-885GuMOB=i9sVf#{+r_3!Nt=)e}^)7y;V$~E#-dZk~S=(F3qaa+E- zHht)!CtLaGkx~9y40!hVi#)}$PH)Z72Wa68pcgH7lv zHgG;4pcFu{%6I1p^mBS@P;DoDP{UQ%Uh&XQXMJ_dXlOr{LNCGEdUGqjm4?6yy?s%a zTim&gd^Wd_yEX^vjpRkv^Z6MtfyMjXwZ#NaZCS=wH>Lz=bn`$>2ONLRHJx^Ju9U1MX zt{?n$+qVFHA7aoyfT+aYHt6*tKn9$-{eJ;4hNHmIj6l43&AS^q5FlC;BcW!9fpQ=T zh~DWxb$a6xPwy`6uE)1}=$q9(T6KlLHg3g}UJC{}h#d^;EWX|b< zU1sFAeZ)Nj(A9Ln%z&@_hWxO_r;zK24WG*+=3;^RZGE7Q2M!m?vEQ>{dms%7KvM2t z&z(ReO5tM@ktE<8gZbPXyNt!|<)VPrT@TbEPkv@{? z3}8O!smdvi=f9!&No~fy2xK8wb|5If_10jZ9Zh-t$mbnAo%zOA7xgX8dw2d+?NIA1z!bKx=ED-eyi8u|aNh9gnY`2hI_UkI!z24vD4vyl%z!lkolFe4l*H zN$q@`)!yAzHnVH0w`qoj%Q1r*8ApN#RiFj7H~BOxOh)^mm|6zvo5Q=)X4* zmU-wt3El5H1GUSMPCD*f7j1O8hi)0>q)V5&>a?bw`Zk@PzN!lR9Y4><8ojXVQgY83 z)-a2F@*ddGDQ6%{uE1Ex5w9G9)srVacV@2FdugXFPWr*iRlPEL=z^)9Ds#NGQUhP8 zmY{Cg<*(jZ40^a3zOo`v590HafJ{3*1@@00u0vW7v$gSseZY}M-*?jUH=XrmcXxG| z@2$toe!30X7q9mC-KIdjkQ%6`tneUg+7SQkivO0ve+%Hh>(SeIBpRJH+TBy{-gePB zk#6d^#Zy~9^wF2m{(6u2pIs4u1_qPiMj#L%*5rU-yZz+P$4DYDs+z5dA#B-Gf%pfw zsK-$k&H96^O-*SF2PTq>ISH0 zhJW|fCg1(F*H(j8C)brc2%L_%48{j%64NKiElNyZ;PnByvjN{t8s)AP9C&*6MsHmV z#Z_i>cm;co>_ps*8Zo&jC_4mG?l;dLvJ%HLZ~hjafS} ze1LT~VEqf%8MH7lwLEj6_9g$WtVzCdBEB~BbZc_v2jX=pb|_X0NF;J|qm%Cb>7?a) zxM&^+cWpBe+Mb5FC9~39=%mY$Op0-$FWaOAp*li;5=*&13N-{5AXJg+E#A#4_ zCry6qqk+al2{5Oc)7{~kq z@rif%#I&;bKI07M{X}owG_fb1mbX(Z~|?u!9`detI|U>e@>ijB(Mq zw}BXr^3*s1V?}hpareocnXyMHa@`ojYM-Cv&{}-Ip{+q* z)TZ7N6aAv0xVi`}7VEYn#xuU4o>4zWqSx*C*0T>#W#MN5ZvynD6Mn@SOJcv;eo$;+ zJ0olS1AQ&E>#ZT^{|dVAPH(WDwKz_~-=`Bh^MU3ej=cXq9%x@1sB4I0`!2xjy7ksJ zJ*gGstY|0tEAm(aa@bN{Gg!alcNcQp@RweCzm~6F4+zk2cMW>F5A)v({TFk!KE>R% z7qlK;Kx=*QKO~m-bKHqx#w^G94Q2#t0`vXMTCH?0zvC}f8XX7bI-a>kA|H{A$xb@- zhqD?oxa%Jtp6a;WTYvZR0qzL>%_)CvaymdAR`V3|w&?C=pk~3>Z8_J?KGcK0tlt3j z0-xWp1~=@wA`AT*K6r(EU8OSiufk`fChvFPQ~l@o>Vsi^y8R$eZ--vT{S1)tO$NPB z9bV7;?~MZzN{_l=7IQ;?LqZsLEdG7gPaEe9P@in{n-+t7YLG?epJB=`Kl z*6o>}Ut{tQw%-~Ll^pt-LOhMc!0)_gf0P}2xm?a=b7gtD3sm;_xuDU$`|V4XXf~he(ELq;kTTXg0viP=p|ME zlux{msvM+$K#`IUsPr`;)48EWNwR|m;f#y6Dd?{GJ9?>Mps#wr@Yh1l2L0$9sP*aF zn$WM;=uJLg{!Wvrt=MAAOkmR3=K2(J-vnwMzpV@K()91Vw8Up04J{U+Jw`*VM(@#o zB)*USuJ5K-IEo%D_mulMH~MTsTrFfCub9^?=9G6DbDc;oz*p8BaMgsTZuo+y zmYe0PwYo#2Nbfg-ypc*BEKSZ>-H>y)#&vn)r-`c^-SIiTAF`ADfxOy5 zO!8WkwcOedl-Wd0OP~%%VUH8NwIQ@Qznyba`^lcF+kJHJb9#(g^ypdm?=X6^gHSzO z!S7zt-+iaI%?zyvQ1(&CB4{5j@}2VsViZb_SSTKzL)UQ%stzk%M;LOS&ugHCsA>HT zU9ARweXqZ>?tSN`3toBZjsAYR?730(vf2d36Q^N|QXCqeBJ)-Xs{)Ctl8AwgPxJaj40a(Ijmf+j3The3^! zh0m3s=`aij);}1k2`EwSLNyVIWJZ4LAEf7?r0CLz-vfiR4Ri@Fpq{wv7Nm83gR~yf z3c2b7Wd)Qe9r*2ndyqbLh7zPF=jjrp2|d{3V!OqU&nJ=ID2v^HCT`?LS)M(=2Q37u0DZctA= z=r=afZ*@ZM@P15$lU8f(43(Oz7HUVo@zzV5bo1417yWgaC)Aqk>DKr_^JQe;NS>NT zF6vSYKPgWxuS9&~r;g=_vC`~aW4i0lqE0H8u{nFb==8qYZ9e(XjXtz8ecdvAl-R0+ zjmxse)A^wiDITPD#C#LhJGKxsJbAGJv?(cLppQZ41+hU%Xg}i7aeNT^i1yYSvwU=W zvajBLKJ)mCJgnnSQzSdtdD`AV4?fg0{}U-jkXX$iD49^)~)1`#TtlfH(Yt|gig>CC zx|v5%+_|EIJtLrl&5Cb$LC?8{wbCp`MveSH(y=bAV4=m>sn!Gptg*IQsyn=WMR*dhn^%qd9V<1T9`hN*C_?a zv-Z7p(L^V0QNdX&RC3i_^n{k;Pz#>-)*X+1wHlNrk@XCE33`xP^jG!hiDF8yU!XUu zSC86`^kZJO)!7H)mp7I=X-pYs9SFsye>D%y;^?KbLVdJjPk$}l4LZy$Py|hcvW5D4 zhPhqIj6dgQPlN7v+Cfi|7vIT64Pfm9HApLxKbDd^7GT@89iWUNZi^GknGt>LqHZ^- zyKkBEd;Fpm(M&R z4ocB`dHqQ<^@^HxoMR8oV;u{L;U)Aj%kWL&sv55kIq%3h_(Es;lCG?+3wyx!?02cL zgUM$FUf?Ul$L);daA=Qu5$A`9`Mwo{bYXS$3N=ax`hfP-f6s7dEwIy7+d?zbt`@Wo zVcuHpEi3=An&SuKaP4Vxc7v`TY0!3D6U#Fl>L~Kyd-eb?u$7f=?GW=%?!cN_qhG%J z(D9wHU*i3^hXLH`|=U|OOYGNSgJBD25{jJhmBfvkajw`Qb!Fr z-A$hnx2HO~X_3yJ+AoWrwjN6ES;&6lC3}y8<8`o1^@Cgrm2Y=XrEOe*8 zae}6_2Ycp@9d%JmXD#K_L%WQ1;<}id4sd6`pU+Qs)2kI6$-b7k=F7l;*$dUF%)083 zo9TV~H=|!s;sP1W`>&1hGkTul=q!$SyzfbWj*s0qPH%RDYfc4%bn;vJojY6$Ug@ma z?Oe6iB6l6<;jP_m{WR1)K<`}r^BU1d_HZ8Lu8|L+8iqz`J+@klzSfb$uOa$9Pz#gG zA4A2vxwo^r+q-J#bX=3J?5&RHd^N5_fTrJT&>!wxS3AbFk0($wXQG!ScMU+#kIF&M zSpo7A{O$;P&X1l~WO3HIUz~Mrpu7Iu;;pN8`>Flo09{&`>vwaYnu_GQ)lDc`s4M1l z>|wFpYQ}Rc!M+oFO=7HRw zymqUKzoOSU7kX(MsLoPHy6VrI9#F=5YF*}0qK>cnJNxOtoBkTlzU0d$`u=m|KH}V$ zc?9BTTk|rX-^iory+nHac#k93&z&_4s>R)AcTK;FYhEk8^=5uwy<-E-3i0q6I==y{ zxQ@ORDx2L0QZd_CMgDMQ4xkW4$Zbh!>7X33_+f0CM{s(B-%nSCWR=cVJA91k! zr?8w?r|eB5Cs>aOGXpt61hKKcH&tT1PTQ@&nfV-M{SFbt#`@lLir+`w&yy}`H(qRty{U}h*Lc?TBmY+ydC3I}(l8h7M;CMFrrq2#;(Nu@Am?q3 zu{Sj+n|AYRj}Q0!RUd-!HE*OVB8UT068ZOjXkl$x23Y6x_m0a*O(`8}J?`J1V-30G z@vqzx%A7)wV8k2giu}Fvx{#j}x?9it_m6!~4&M5!w+QFFVMr+Q&*t+MUt2i;Khr}C z{#)Qzj0SVw|8D&T)=+hf^?aup!;GZeS}rHso1#3eW7{z9ZDQ1ngdrh_AU4+brn2~P z*;4=he?_D1P4@~~|Ce@ioKGGZ;cp#Nn4<$y60t@8_c^y?ZS7sH$A$9W5F{A!M!F(` zI3OhvTf_#r&05V!7!raAVq<-8T8W2;!~P5#-e$NuY_ z4x{UX#jL-XnR_@AhJ+#^NHF4!{QYyzjI}qltzsS5mg8-Z+vvcI{OcTi`LAtd>wo|H zKTW7B587G(^UvnB5Tuh zZv2Xc|7;FF`Tv*l*7J1bJb&+8Pq2Th+}30N{aSl+o(-k{=e2s6$j4u*GEN9~6vPGz zF_q){TA!`o|Eqp(M%tTRe)#np^A1HqkYL0c`TJ{eVt$8z&Cks7;Yb+r&&Q3Y)-)b& zUH56mOWU!3qu%<4SjR5O*tUobavR;5k$=@$^f`M|{&%O4 zypg{@P9VB(+`~GDFpdvJ{@HjAtZDMEHKomXeW@4DMbgHWQ`rBM+VuaAEicmd?Elr% zrOmoe5@Q4Nr=496Grv6^X*XVJa&+Eb*MZVzz2~VXn|{?3@Bhk=9oQ$0TTty!YLtq= zrZ(~Pc^CI2ncO#CqRvFi;2&mLcaK}{ff{8iVG`3@U|8IO-ufI*59O9?`?Ek^E&<2k zR&c{hpp>7u1-k(-8R$B;AuSsLDFg-{(8Mfv@t=Znucj4JZikuhsTEefJB{^jDn!1X_suCRvN$_PYl>^C6TU&sZyK3H%217(F>f z0R;!blOG7l`zb(NvF(%zKtINrBm{fgqnnP{-g|4b`~ek!6`Nfj#C+>Qhf)d~0&nb` z8`>OuC_C~1n{WhD4xGbM0{v&@3AZ~FqI^oiW3KUtqHdTsxj?*MYjC+xrwLguf;O%`4Xn2-5Ue$;eaQcMH&)N6dx!=iCgu zei1&z`3B}***14%I>%F44?VLqYy`aWL5e(aNs*2>lcXrX*a4?wBqPwuO6}1px+roU zC<^e7W6OZ6gaPSdoum2#^9lieHJCU6ZnGDCga8*@y4Wh4$P<}*C(EWbiIVayPMkW& zNbEym8Qs^wx0)6L`uY%xf^)z_h|8w&z*c}srCp5@?+0#wUBf6LyfW;7-Mdz zQC>J%#h={u2-sdOiI@0Q(UOljog?R5z6cb03F~5RA6@WaXCS3Lpcdk_Mql7cUchl! z>&IaxDH&*$x7HMS@0~0QcO**QYY7rRBVKCdi<2{FV#H%+wCt~7ktAZXHE^5|GfxNJ z08Eyg)nO^nS>SAW_X1Un1i}Y&>flkU>;cM>`7`4+NR;LEYh=eBiVAh6lcJf!yGO)EsM-%TrV2t0h?)@Z{&I84^VE$I1<;QNC8S zNK@jfaWIq|z=e(_^F(I+>#_mpoICO0#?#DM<0Iam#I6T(SY;M){cABPVr>U}w_>6k zh0dU6u2>mgCt40%fWm>?o%D`ejL$ZU1jf7-e_g?vnOkdOrXBNpG?N$#Fv}7HG#|)e z#Lcy}^O}rchO1XHkMRIwWrQIiBuFSQ}9{ibDY(DQV zYO2-bsEWkoN+dgLUx~P`wn}IoC>U-eOO^&n;`t~+RssiVpFLJKmyDJhBg~TGODqzX ztrCI6u8Wc#!1_8&0d@r(&$s}%Dt77*jm8!rMc#>tQetnsy#75#GJi13-gvHsZd%rc zHUhiezYQGt3Vw^9ZKB?de*}CPzcpmQUxp>i5~wHc7D$i?=J5JltaLq0UAh!4J-%3^ z_j|J_bPbz`DH|1mR|BXLP5~J|5-DXbMv5ymDelz8+2pNPEzCfyp~C{Mc$;|4)|sbJ zcL5e($0D8Z-;dBT-RuJl8oL?~l8c?li7`O1@Uw|)fEsQG3VaY~?{TXvfEp#UvsJ!k zOA+^hiQ=~;PU4tgQdP76tO>V?Te)w3$ z9cbSBV^CX_PLh$)2~wjLIif%-dTXo>`+B*~CB31WF3Cv%#`$oS1>NjOQKZbrT-2Ypv%D2mc} zLj5-2kc?};2#OjYVrO1wsea+kiOP08PjAp}^D8WxYR5GMKzjJOTOMpcQzzE|LsR3v4dwkxLc*-jLy*@Rx4zYz;I6g)F+R@r1V>&Rmka=l4nUW~ zewby$Jg#4X+Gzp`%yp|^^A~NPbZ7|;3sRA}FYd(HU8xIIcGu5!uKjP zV%|-tlN|2_273!V{JO^~hYJH~pP4KdzXJIqCc0*ehfXXO%ByJUb;=_9u9#(h3^Bff z9uAoJgH=YU30!s9Fd(SYp*GkAbk%5-UAI{00ca)A?NJ9}F)Q>F*?=YH#RjG5!zz#$ zvE$VtP!ZLOk;Mn1r3&!=IZ0+2bOOK#vmOZj_JxjbdIKD`j%W zNH1#Wo>5TuAwP=HOEiX>VgytO^?=CMj*{I#swek^;tx3D0DSJ3vB3G?8l@d{D-V`L ziv5LCa=OYXahY&R0#=`r-Y2TGLV_ zSA%59kxWflnIOk~fkkGElM>Kdg+xV5u|4P-dwh1rj)jSb&h)>mWm_e5RNp9%JfK{e zW&}bVDGSISi=h+PoE4gZqDEO$%_t3_x#}IAL|u%RlY3&M(r1f&cfb$O-^Z2EIZYss z0k4b?~cPORmsLd;f(lFH?vNkAHwC+;eeGx?nVA;{%MP*${! zl5^dmN$D%ElM*;#e|P4i>VAaW%cy2hG#V)D~3 z7Xxn0=lSs254B;St2LOB98Q7yBC63;KFhg%2I7vi)1 zx&vMBNPmNT!`GkmCFhg(iqYf5{=(humy^peDIAg@luaRoj*Lk@S(MXt{Q zMMXAxsVwx0h&{)T+5g?jM~_zmzrz>PPCx@hj%W@g$9O0?ra;N@-3lc~Jak07xs;~R43yHRfO z`A#7BUU|q<#h_`ShJC9KC5#Wf)JtLmeGDOXUiE;Ep&jv}^c0A29Mz2)>=7knL)aIO zVhtTq03R3)b<1?(y>_YuCR^p91?tm>*t}W1)EE&hPC?YQ{?wI=QL-8T@-h(PoZqSg zlnKOoLtgi=-u>jmfuYdvghLe*MLvu+%Bwh|7|{K|i+|D4L~oCmUa@g9l0Mvq8h+Th25M(Lj#DRJb|Ln|WXKJ+M4?nlZVs1i!hmkxz`V}vnDnio%$ zZ(ZWWwMr~>NYS$4vq@TzQ|{Z76HY?8xS0I-3)C-D$l2tt1@zzZcST7p^e}*WIMhsE zU4uU1IQvv$U`=V(grAMU&a<$4Dt*e*%uxF{K(WBzzSF<_1~tk-s8L4uNR_xm;^TIT z+{l(Jqu<6!mw1cpEnpV=+3dYr(KE5f2>^Qj9{Bs0yU@8|wsquxAYp8KE`{nDL% zl8N4BICKCXx#8_oo zDXa8{8s+JcmDoY?n{k!oHR8AYFYk32SH5Pe@8{HPwWPh8ePZ*}TIZPc9prvv$s z92-8tD#PK#&lbBr$HA-=) zQF4c-N^J8~xwp|Og(FgAZfcSoUKJ;uds^fKJ{mZW`!(dyCAG+HMX7a+TP8C;%eaTo z&0GBUS3Y;3em!UG!b{mhpA)sQc%$=REt#GlU_;mc(&ndLjZ zd=6^NbZob4H}n-7=o8m)Z;pE6jwEtCd?WAoasP)}e9}t(;v56_4(=nF+nOb^9rxt8 z-sNjhA6bZvW9)4K(D;1O0Iujz1J+4^)BsgrTw0 z=UWVPg)wq+QZ)BKEb?nbdfZjyZSDn*f(~WXMDqSrXi=cyd%hKFtfNq372_UTHSYiH zjFOc}&=x_XH>RvnnwBuiI9@A5i!!$*b>=Jg7r&wFAN1`Rq4vneJ{KB|O^(o2vL~%p z66zg8vg}wJFHORurSLU!9s9VZ#m#a9stdmitOI`@h+bwPMvk-CL4nCQ?djF$k{ioG zjq-hcs$3!WlxUYK*Q2fSwXaS1FPS$Ap)mz5M?pqd_=xLGr&xyzT z+;?aK#T3^X&m3}569&JGl1!}a5_Mn;eb26$+`oZ}?ppt3ITuS$a5_OMP2k=^hB&ze zz3WD=XnBI)cFNCO6NtqKa^8683j4Ai@>oV+>N>fv8NC-b-Y8Gg}DKs-7EAp{1Hy){q}AVMSO7&PP7K%N>Kq*H*S{9+GuqHVBV;OFVX zn*d+4K?D4N-0?GTd*A^Tx&k$R+(%1zxv0+%H$B(GON*HNwCn>QyOV*W@e}>W{2YH? zDIgm_H%b8k*rvcaxuy?49d|~0ah%Hab09URdFpd#s0sG?>5(ykda?sQr9T<0DR+Z) z*k@p&{Di#&aEQaKFN$>*W4#$z_fTGa%K{Mu3gHS=x$%o2y${T(8t~lqc2J~1d*Rm( z$oEVj$!4A&dL0UkN4x^b@5s;fV}M78urmo z>-z@iuL}*jVsfC`12I{(Fi5Ka&wp5rCyxTzZLt*^hgjAKj9|q9U{%N%pa};p(6%H1 zAx?po1uSy;+rc^oSoDS0(8r+L8Q8BcdOgg1X5bUM zk+V4hb;Dw4I=VuUFoSg+MekN%-ay80-@*>}f;Gp(V6BU-t{}q@&(*-6ANcB5Xcwy6 z^AzmPK(B%HJ>;5(`#jMYTQ;%d>BL!qdjs#PfzLDmx=@Gtf6NA~`irY>+~5X0%3ZH- z_0sYU{B&i0gZgd_(jG=&Bh0aJ!Twr=m|6`?rZPU8uLWyFP9Z&!#z+Pv?NdKJJK9aF z65Hi>cxlU~e(G#C=m~*>=oFL*%>5|Wt&MLUt_NgQfXWkdd5OJ*4nTOVm#eO<;I3Owdg?I~khVPjI_#K1m;V-|$BEtA2Z3p_#?IK|CGe8%#KINy?p+ed zIX1At?QFCR*1X<2y5_Bp6MeOCVSn9MKR{>KG-$h<1|7FQP{;Ryet{U@S{l6% z1bzavf5J6<21&R;%x&+clf!$cb#HI2;>S~wTe|DPjW^52Oa4-}E$C-{M1+@So9$AMqN1UwN%_0Z#3r1LIxwO*v0Z z?BT0(M)OqPKY>uS#D6$H7w4aR0z?U$e#IY3;=iugb{l%Cir&160juHoUB14$iu{%J zl85H1=&km<{q#$eK}QS<(hw&gJwu`LAf{dcpIS~Xv%#4<1AnRC1IQFPa4_Pj4?h66&k-fVfRsV$g%tf;2yQsOE8?IjpNLe%jdqI6d|oQk5Kt zznug=b)X>-vPM9#u&<5&CXqQ`BktA$<;jQGo~*s6yPJMJ;-=?IdT2RUZ@qlNPfa7C zNFr_*l1nna`s-=WTY(>KVeA@pSa*GD2xI4J%=t*gCcu%9s@?nP-2kAy28c*%cxp{M zZyhtb1v3gR{D7|DJAo$lg;Qe)iGDxdOC{OP~f70lqa4|B57bUXW|?vp=xWTzu;#cI|}z z^C6iycEjf;w{uauH$dr{x$Bf|p89R3w_by4WkfrFbvhfM9WDaXeG;T@zd{3a1HIrQ z6Y;q}$R9R}k!twI1K?mY%8_etx@h2&B zjyA6r(8ruTwM1YaJyO?A>%@5InRY6^3+IRi{#$B#PB2XQ-1dG5vs88`BGl2Or>k0r(Qq$d7#Q37ng8O#E$gA0UIkJfCxpEw`l< zK>zqhUTo2!JUP4qzJt60=9>SFtNuY=iv8fFncMs7*=&AVex<)QooCR(>jJe5PgoDk z%hS%!1#2{G$sfei-G>7gMKTZ@eSNVpYuHR}OQo(_(a&M*9gL5!!9Mqq49G5YWXkTZ zeR2nA6F-A~_yY8PPN4P-3DQdVwg@FCHbhk3n*u0J9VvEOZA zp>a^&@ZC>~xz29jnEP1U4&wVa^376e3ikX3+M?txuDaRcuFdm%sl$11%^TpWFW>p8 z+iibc+uWezB}g;(4Avvvps*QA?tKOA5PHcpmA+*XwhDzJ#Gn4)9&~DH_z&}NJqJ8D zjy0cP9={Q%lf89s7e5_a*`Q~53jKP<>B2cR68X+ude>Lz{u9(zUx8YGBcFffyf^sw z6ZFHlQB|RgfY#wKkm%b;MPxVcouNmWZ=*(Wf<6EU>B%0tpsTkIpYNyl zh8na0y-rw7`f=*trw-JfA>@)N^dPh8>DV`XL$cu89k5HYaNxb;dF}0^Zv2a|))Qa7 zdN4pM(Zfn7Y=PhBT*f|QFEM?J{yUx+I8B_NCx>2uGUY6_C<))NP&2=EQ?Jlo`Xryb zPJ%itezmt=?H8aqM*}I|5Uks>vsU7JH8GPf1Yg4+I#0&megOhc%+;L^-4F9=I1YW_ zlTQ{ij@3g`j(KS{0~BNtfjW9}us(YLrA0pawkp7en?f(sj(K)xFVhP;1mb3GA82fP zLjBN%IBt)QnfrZw;yCgOnTc-{I?`V+o&+X;9ADc{ZQ4$b%j2qR7ecoMUDv7-ep-zh zd9)<`8GYzN=5yRgJ;&Foy@gWf2mLQpB>A$3=r?Fle0cx<9eMj1*Q^twJD_-Y1YJje zs5c-sz^dS3{Gr-c@(7#wQ!RHQP&n4FZl{msoHlraz;Lz@zk# z=sCxIs3~7iW4QK9u2UUO##k zIYhgLh3E%pISxR}Q5Y(eIU}K)fF`BI*bp5H1w~n?QJ#f{s2fxr?U2LJO+11YSDgn<-@`m!`rgY& zKd$rB(oGF|p%_${m!X;@PxqiE1*Qe-Ydie8D72B-@LFZ^YbEkI^`(pxd+kfT^uXJG znjZ?De5<^5|8+kt2}R<&hR{(JCjOT}HGn;bf1!@#Mz>HTOe!6sBc0GwNhnaDN||jR zq8BoSXbo%-gU&s$!AEF6?xN#7{X=vnbWe|o7oT7J_0>lDsxAg-O#`)?mHmBJdSmvj z9>m^&t>n@J_!TkHG=dtpoE-6>pO#PXonzgEj7enw-gD|Qp?!q zI^fU5co04uwvfJr`5)W`)dcIwc8C}!rZ?>X7SHFeSCYH%Q73eC4uAZP4?e^P58#gz z@XY~yX8YU=YLuD0{{tN^$3L&)e^&f&L#me+E$yqn-}l##w+wm=y2pA?gEWSHR)+=j zgh}*HtlLOz50n>edUtu(plHgZdb&2Ab8o#4z^A6)>wUGfX+;BshX zsqd#vP?^xfWXuNipS4vkL>-_vnSvi3<+UyEpB1p>V;6k{9DiFica>G1%)?t_>7Qp0 z^w;5o4H}UJYNbm-+HDnnNRQF6BKJ}n)7N4HLv!ZSkp7|ud6Un5=DX-kC+I)hxN9T& z%h?CLwd7e}tu!Y<8@>%x^J^#vMpBcbgEfjeIEA?_U~UFS`WnPJKea43W0Kc%V$=-sozra zG=6d)+tna1=ceAYCPyb7p>C1G4{sy)ZtS3+Yj@W7HM;AzBE8jTo2$Prtcf_YA3Z#@rxTg<&Lu5o+? zdnd*buC;U#d3!doO`Xfpllu!uk?!oP+L51?KIty~40UDPJND%ns2BO5K`T!Fsz81u zhb^rE^%QZl8JZLuHA+)zMwLi+{e7I5dSvs}E9~2M6YH+rgZfZ~-gXN2e(DA5cY1)@ zqoE8wPrTYQA8h^@+vlmp^^reQU9@LeH%)BdsgFFM{|UyA7W(U)#q@NS1GOss;xl|{ zoN>A0Xzgn380sQJ5l!vA61!(pa2A$M~o(EdrGZ&#Q{T*Ad z-m~MlFEW+f7EUf4L+u{IIKkAmaZuO}BTtZn)B3PK-oRc8``_KizGWvpHt(DLN<8Cl zN0Hx=GsqI86tb6?xRd0r&7wWD*E28u#ptK+p(@_fjy>pEdTjQYV_AD`;%99MdN(Ji zpv&P)<>_gV4jg;(SuXZXE9-R7Pn$aFfbg#R#=e)9SnHw<^Lc2yT;5Q$_-pgF=wdoK zkGNVuTn?;HFV&v=GQG($9_(R!v9%w45U&Be@70I#rA^myuf+)+2eO}Ht}lOZPp}w0Vs-XF#O#e$+?Q%YZpBY*_g+_`Yumjfk0#J+ zu#e1snSDFskDpKfa+G*{ioWofq>tqGGK=agg4%7P{_GBIXqPL{M3wT? zM%AI>2?@|n34!_$Us=VRcJGEt6@T@l{%)m?c;~@3#kn7Wtvsrdv(QZ)eAunJK_^xU z)Qe4mbT#|e5gEDv$$F0D;65|gvQ{Bi^1Wo_I_GTX+)R9CaqOof<6X3AcXutY!&8?O z<=$6GU+sF1z3@}^)x)8Mg5q)8ieO!v%0B%u)YYG$`zlD^ip_15Jj-*@cV#9QTeqHb!Z6`Q}nI{dNBVG?Ca0{ z8hpnN`~IKQC;=lKO@%g<1Kv^_Sb-DbfY>4bJG5rN5T1rS!gfxC88{3gh@I`&)ROUD zZm|8$%=-x2XNVwnwquj;P)F1E@wUIG@!pI?*gi)Dv9leU3JrEN9qw=YPB`-jMgBX; zLpH`~_;VaH<3`xVMg+059h+j9i{m8Qb^iNnM4^jkqyG6^^M&%{;BebGi&*bJTeltS zwo3>7H5kPc%Xir36v3SS`MeUCSCb+CTvyWvIGU>Wv5jM9Ui*>snP2mPj;4EV>9^kB z205DE7}9UN+~}|WPrIhidK-*zG;Lm;e)F3}JjulL8}A3}{WvuJ#;c5dTm7`J6F%dB z*db};0y7d}%L#}ecD7^FykU+e-+AeG{fy)a`_S|ouRi`2;g^2nB{RQnqkoQPTR-wY zy6`4Hy_}kU*ZRn{%wy7Tyijxz9$*_U9GiwBzKAm-NNvOk`S&)j9PDUn-X#6zHJ)|; z{q{zHLS#kZ?p0JKM2oAAUY+x^3>Ee9sqg zM*iL!&XTt#{;YFnIoFKrMn(8*ReQ!V4jX)M5;YcXri#Q{K)JB{T2gD9ZV?Jgi z0trV1v9leUzEGd9y4c42d*@9>Z+QpV&RfLz;YcXri#Q{HZ>)0Ysi@k<`upep#*<55 zcKz?p&0%mfb#k(u`>%R=PF#fg*#2f_J^PUeWDydMgd)Dk-=FWQ07sLtgl$|0&bLF- zu!9--*Eu9$oBI81-~HdeW8yoX``W(q&*pVI(9x8$mTjEc%*hG)_w##=-!5)tJLg~L zeg^%G@wWX<80$YD)0=s`sA@a!Kbylx<`DgJ4$fTX?_Db^_OJfa{{Mch2e{76pE3Hc zYt4xbdO6$X9F83Yu|vX5;e7t1_y1o%t@&G?UO)fFycZ$iNGRfq{Qb2YAvf%7U>ncO z`TLOwMj~uFLzqy}mnh{hqDUZ#}EgcbsSX zjhBlUa{n23i}0IpBoy&QoDo54BTk3|Vuz&RM`k3#=1+(qcD7^FLh{a->bAL^<$Gpi zKN5i~Lc)Ly(>C5B*7wiW8jsHE{M6Z5#xf)OkqG3U zj~zrzRBw}h>t4jVr~UN1^qHS0cK*XX{pJ_Oe&+FC_Yc!We^&M`0Sj#N^JP3|M3CBu z6XJl_A!)>o8HupP4R>ks$ZiFGX3bB&C-T$tx4?0>rvRBu1=e;R==hB&v3mfG2|q_43pI)-^0_fkZ(fTu zHOp6idj5u|sa9-bmJJ=D$LMMXqG*=t{VlR~8&5=CV3vzzffE2pY0!ozV-^OQQHZD5 zmIeA$2bhfj!G0MlaX*0dtc;eaGc2;|pjplWDW48ZXa;l0=mazx_|a*gaI1h(G_m7} z>3M;ljkL<^GRTq?*$3RV-(CFL-}H2}%b3cITQ&Zt*_*Ns}zx1q@*s-v@%w6)3{c*+3QQm}NM00Rw<2*k~qZ zxIuXVbhCLsAfgf7aQI~ZAr8-;vQL!?hO|%^T2owZJgD*NLIt=(x7pPHM0n2Uyg$%E|fM^BtSzF*mFIexks^|pD zocX+Ns1Cdw$jtW!W+{zNjmjP^N3&WatUdl_Z~h5AS@@iB9{~0G1E|C;U>IpYbMG_9 zXFx_i0!aj_GL$Fw9*o7tYtZFP)`!i{W8V*>pn(7$+mz#DydFS$6pxY8*(?%_ULE*6 ze|>aW0=?!3#*aQ8B5wHXh(f^1ib1~t3}SPcWbqrGAa_>8N^Hw$=^AU6;;dog6(Awl zU=2_cd+d9kYySd_WluP3$1YbU07+vmv!IhG2c*CKZz+<$JCHV>7QgOptlZ@(w}p*R z43&f`hOwR>WUOC-ci}rxV}Y44|J}%F=IJ_)`HTm~SB0l@zf6(vF)6aORI+TCpCDfD zP_~q}NdLaTc+lI;GeFP}K!35?BpaAR48GMWh;;>|25Hl!wmb40#Di;^qk8mB9FRt!JIvf$$v!-nyNqqaU-%W@ErbgjF{ODgdCq-u@G9MSwM?tKzlG98>7>yp;l?IJ4G5e z@TB$X$#Sc1q71wjD_#7eWhwMhzePi<6kwJ;K%GtyTW!hL`#gbQ_r)*z0qgM~C$Rqd ztaD#!#)3klJ=8k`fPTh)ht9wZyl-=ige{4ds*NpDy)92xzXuh85jYm}3Rv~m)1<#K zmw8i&Q+&1wvINMM57Gj$9e?m4pSl4f?`M`O_;6@r=yd9)$my<0(kwP!>eP#sG@!0~ z_n9R;FZ3|@ah{{h>oj%lUG#GH#SbJjfA|EY82z^NEuH4 zI!jG#4K+&9R%TfVbkTtvzKvRPmAqR&%p%8l8hf93vvgYq1gsZOyg#Ac=nmYLTHE4q zl&nVDnxHpGijty{R&-z$-*#59&ypf9b|=cOx#A^qbc__>iS{?KM?w~I`YE7`==2@F zu*VfT6mslSFQANpz$o$m(!-(WXhWRuOp)31lEvOJNwNXsavB1C(eJTxbxVvmoVCa; zYV}57xyehTqzLe>!c~B8QfqhTi4s#u;HtHOE>p)x0`GPjZI#OYDbn-`Pb_yzl(rq> z<;U(ADe)D$sGH<|;<2ueN$UBM2R{O*G)BoqY;_B{e+V0}MguWF;y4s9)PTL@&3;{p zkAl!`&~uElLE*?RUFc1Y0Y~cz9FWI{%aJR<%BlO&KFLxOD0sI=7HJPfNn8c9JbOWI z`yG0dXyWZ8wSxG2e4P4?zh{i6b`z6v%x%|Wa>Nkev{2QwC~B6Sd#G9T2W`6nd23>l zg46>m@@HfGmHIWKJroG!m2YFBWq6`R8l(Gs_~s`uOWw;+0j=Yj#L#JM5Q2aA4WowQ zCr9!7IuC(h;)i>AEk_*-e~UdnnWQ>3%Y^OwJz}o>%|?qd>IuCGpM|lG=r{BmpP>cI z1nmp?+|vfz{5?@Tfy_PF5(g|cM%K=^$kNMZDQ_S~Ij7Hj=n2Ssxmt7mrd+cb`H}gL zX^T#&!NbVC7snIRna$FlI%r$d_zvU%^uB_el7hXa1k+1wuuAZc6gf1Ie3>Ol<~B%> zFSX;vbR8-$iIMJgqs7(RBA0=IcHTlf(wk-7V3ZNljpB^-=IQgPJk7ihlm~gJYj0Th z3C3Pqntp?t`nnjf%!(#?RS!R9etEXXNg%Wr+lR%7{o`o)(1X~g2deP~NaA^*e__D% zp%J+WmB|1%#vNjm)=-MLQ$M38(67C=NEduy`9g&L)XaLekRv|yj*>h*fmM5w&j$eK zg;JnOe3Wb;cSHfl-O}19+s8#pmrbYSYw1(c(*Kkkn}14NfgQ$FijqUijndx7DALm? zCHfj=h9B!2YLxfDa_eQb%B?QIsO^)b9#46Hek4IUtcsU;1>wzU9)-j;rReTv*AuP-kR<=5E+nF~aIjeE4z zI}c5rmHI_2@2UV~G#3;+8UBL69{C<6pUI!mIq5$O&~sqhqni?C*pEbMdL7EP332kF ze6(0M07ai^l0rS`uPPxWu~A`@%q8C6;uFt{lQYT_WAqu%YY`tKQ{_02;+6}n(gI4S z(r=*7f)?u6I~KW4kF)7CeJi!aJA_(B&U;P{-Hkv0N(}q=rVsF>&hoct;yQ^q%pF0# z%4HRo?a2}hMWlV@7^%F0d{-RE^+RGHgnnCFG#$A7FZkSS=qZ7%AEeGz--*8-p|8T8>+s(c^6}k11AHZwj_{GmoUd^J+Oou#JJ!%XW$ z-&l?Mf(U*I3l?8(=*aA7~_1Uf_W(H`234%EM{aNLB(3&V4uEqnCkClg& zEix6m-$f_SYoKRpUE4pXZP;XjQDSZa%4FBpq1=x$dxmnMai?(QId5yv^Lm!81rm89;%a>taT}{>YAytnf^WL zK#G*inGF41ytr44kp)NSuYYC#N&T#YPXz`<$xUY{EILBP!`kYywn%(wiXX3xIhQfZ zldBuYVuu8yyh$}mGpIe{(fyC}@gim8|5h4XVc$MK zjIsh+lu+z`6km&T0B&BK_#)T&LXEO<^n!FY{6(vEOFw6@HJ{KwLR~_J%o;?+Wnuiuimu6ez#rljrY4-SZ4O0ccO2@;=*j zquk+dKcGiB#OovUw;Z1hdrXdp(zX3pqs%T3od*;Yud~L>f~XiN2+hp*Z)SPnYL=Gy z=^t62fqvKPA-(Ep){+_}>+vPaUE-2{b@4^3G@>VboewIK)5&5X*S4q{FURM_$O-y^ zk^RkLInNx!*e8+`{e|A7IXRm;d!`+++vBf%Ih0)f9?Hn&&r;ZXCCmO!Npk&Ef<)01 zx}~z0Yz?LAB#SI@HcLl)C=|l*of=UxJs&h%#M#Y4#7re6@1)FDBML)lVIAPzF zJc3vpNnIKWJxvJT$4`%t{}Ow#_r#BjyIF~MtK8n0EVDW$h>NKL-aC?`z7eP6>FpLljgkv$lz@S$GN?(a#BYOIa&L-^a!eNY zmhsYXw?*F4zxd)GDb$n=RoJsodz)rOr*_=0!6&|E;T{@e`%(A2=xJi=LT!42YlKiM zsdL93<45H2bL9GqxtvtNCbPS`P#BS*J zIz7*E^xPU*iZnptWg`OHR=ug!$xuxG9w%>a#z?nz(eiP# zMLcKIGarS1jDGYzIjvI(^g+Dl$^q>Z{uEUn8l-x}H2&Am7y7@QF>>ny6g}rGvOd%- z&R3`%-xp1{nDs3}LUT9G^#~A5_OyV>FU16X4xzV$iQ6|?i%Dc+MXl>{n zTN-6S7xr!Bk^%JKhriGp|Dcw$hpLqax@h*<6PH`XAqSK}&Ip zrJyIQp2I9_zC-KA`3v5&|NcOa{uxSOJMJ0gGE2ik&@wxjCHKixF|C8HY(lDJfOaS4 zgq7_}ip(pUEVF&%}n(rE*i-F3gXh+<1fl6A3ypI))X`bANz$p z>SB848L6@?5ZbtJP-6L6rQKNKm)__pG%k&HM@x)_9-r$Ey~x@s9vCyn+>=rLqj>SkgdkT{mbgN3x|Kut z-w8*2zYKIid#!Q-`mN`ss4+(q<>lu%`H?3^svNXHH3(I*Cq9F{cHE?&G;%KvJwIpN z%jQt88Q+h(Js-V3*c&T{hQ`Rm4AFAI-6FX;w+2+3jSbw>DnOq@tXqGuALrVAxb`)! zJ-DWge#$D9mO;(Uy_-YJ6UF^uf-L?mUN*Ij6Ayc68{?y8Y+j2rBOlq*3%uDttPdm~ z^kHA!kJvO&%SS*DI)xbZwTi_(MfP&fBMQo7Tj6ec1mI0nn8aNM-p7OxRJFbF);{edmFF{&jJ(L|>YbQU^kK-r$-32&7 zOCS)yAm%g*&}GF8nzvt|hUVv~vP*#X+zQg|z%o)Sz<&8D`ju`#Nq~)1=cnJZ`T2g~ z&Oix#`fA1XE;@iGc_)_g(xI+?+L5Q2UI!YG2sENMaH{LT7h2b2UR=x27KlLy;5ar2 z22vP#0TjUwDJ7oTFTb~X@s!w0Jp=WdH*hw_=n8D%Ge6J20*qrfV{PPT@(Wn=M)c4L zS;N|c_{;`}xcY#n;sXEKnT>M`LYI*-}*jt6P8_d#mk49W(eAH9|{&dgvv z&ha;>QLK(Y5t{R}`_}wqzDBTSDg^}L4G=US2c?tz^hJ#Tt=Gq(jhZoL)gZl%eh>4+ z?|Gcp(-oQ!pzsr|K&gOJWasDmM-K<TdEB6wX%MV)xu)F@C@ON|gXrG`oZuclv>H2{#K*QEqd86j{?U!kW7a{> z5)WMl*Pjj)q7?9}ckiIG0E#di_}(UTJAv^U0M+OXOtnj!AZ>)soPgYAItBFy>(6$b z!*1O8T3){AT84hcn{Z{pNL-W1IyxC_qfK2 zOh6Q}0jXo&bC8<${dGldppC$WP7ZO?`zzgbVpcC*2K|CW1?ZTkfg0%Tupx0g+{HHH4Y=d6Q7p%*GbgTzb zS&nP_mO=l(>N<1IjLyJqfFbqgbqv0rgx}w8$5W4?`B((RJ5M2Zy*buXJ-Yem!pVNR zp`k%@0#AS57@cheZgUF?9rU=DwIl!yibL?SKq2$I&Z6=eqPS`__xOv=q+9Xw;=`%tm%dukR~6V?&}XM4e8~JUwJ|&<4Sx2 zDY{S)3XWqgY8>RQHIhAb-Z?Lgd*`D=M*HdG8$7YNh(SB#3e>EHg4KdQ^ds*C*n9xn zFMJ=YTUhr?V)O*DT643DX1VX8jSjhL;2{rPNt}&%;;(-W3)CaUp&gkUtR^!s9DJe% zzIPa#mI9KK9i4qgM}Lwd-;@OgMefMlqpwa~>!y2(c^JY-WARP;%SLVBcn6p90 z%zS?=vK_hD*G=O`xM|~M9$GraTeCm)(>x(S6B`Flf#LzXs(fq*Kp!Ffw-&ihll#^BJWiM-uKO4Eh_?59m(J1rCsZTH7$i$ zWp1g&^-J{G0%`~ok`I|pu6UNyLth4ZX=OJbjVa=*Gk5wySLCmcKLlvlJ96@+KRSd+R#!*ziAkP$oL6Q_v%u0RcsBWv*4zByfWxwD)0ed3|_rub;LasGPl zl0h#6|2j5_r*_jgJOmO?@d!eAS@_Y(Wn-(ZkZ3_&l$j=mG2|J8PK}y>(WKt4@Tz;qz@To!`b^ zE42*L?xWD*m0-<7ZE2v0gZ+Wde17Dd+Et^D+;_vy1-Rbl*lbxZ4=t)mST-&HX zt{~?SCu9+yza`dJ^S$NGee_4HuPz7*&{5k0)z?O46H08Dfd5fvYLnAXdjjJQ?5{n7 zpgjnHrpJd~$(?hNFnn$NVDiaPsMUT@6N&NB*kd-fD2ZKPRU}4(g;^)g34jJ_9NK6IznH0I~VoUEL;3EoV7R{4$v)U0@X;3a}#LOrUNU^i!TCW zoH3amassh50=oXa|ens79Jq>_D2h|MGX3#s7K$>v83TSjqC{wHz zf%TUO(YGZ+^d0mlZ9LqxqP>UaUhJiN@A+ygD9u(t2NYTesu=R-j`qYAa}LB71Lo87 zFUBUwv4!{@I_WtRAD#w0+sQ{;9`n{aAAIzgtG|vv7N~LbE^YCR>3nzVUTVxqbRR?h zOd*G#r53QBmB<9-F=BYrP3Lv!rCXo6spn!3&05J@pDy*+uQ`JB#xLkHBYutFwRNKw z4q(lru~!&*cnb6+Q=yx|w(-30F`m5!e;Ys2T{j){P}eD5n&+vnE_+LV<3+zm&oMe5 z@k%Z1(Udv0r8afN--yZBp1|jk6U5%xF8B|=xN;ZQ*@=&A$H$S~ydQJ`8i*tK4!$(| z1hDH<_}p6;^=953q1)Pd9=`zU-QY}+wtGNdJ(OO~2we+ym)F#?ufW8CvG;y3G4?oU`}G1oD&v_&s`xF9@3M(Bv-wKN(RZ!9FE~DFCGvRX;2eD&$2fo)F^gP zq~KcteCOIT=nRWuuQseX2>Pl~&}L1fwlQupdM?dz{&CPT5i`x8Kbh4!M7y_x76M9? zSR|R_(QWWS{&oOLmsQYK)SLu0$3$pKCWPoyXgOv>g>rlZ>x3pn$3Ue51;r33C}s=| z(e}_xG(ZkO*>MpXiaAhHtb&pv+7O~)zR;|ALZt$2LThhmRFE-<1xl2Le16+4L=X0Z zUZGcr{sJ|MS7&_xJ9V6O48r$vXJ!njLY6`u5L^%HmPXK^pzry-hCz)oh|d!1glM7T zZaTKQhgNOvrDN&)`rP!_tcL=1b_e!R;q;7~fY7rau-t$e6Fc7~X8vFgF^4|Vf^0-K z9C1+(H&;y#aMwOJJhjsgZ#|LEPixK%&`AdZ_12~!-PFkb2Hnd~%#n|t zm17T0{yf2JL|Hz2+e>dby6B~E9$GKhTVn$JG-a7VtFjO6PEV7Gn$re*U%`e4@`UK; zB2b^O&hfUj7DLaDP>JLX(PBBENEjcY+t7I>Y+$4P=!33Pq4oF#_1|LldTSs1X==d$ zotYG%4<8z|;dUVLoq@yKVSgX;@@nXOb`Uq)@R#4XPq2&{{;;3kndYJydbp`m1Qe|s zy|h+MU(Gb%Un_T}hoK)T-iiGyb+jM#zc2g7B*wdw>92j`4r1Jq_r0jSmnH=30VF#* zO&&u2d`kW!j~!Iz4|Rqgc75IrswZq)8DGnYpJm0*?sV&{w}yAsjD>sZ)~2qS-OWQc z=keBGps?y24dp@@_Y1N>MbZ~~2K;!qiQhg6`!nz)Aptk->uZ)kr z!zWLnqk{NhuAmUT5f}oU7xX@S_8o~w-r}cg@lhXt=zQ?QSp0L{OeiRPk25UD{Ls z9Oc+RR{_Mdc(nph2uiV`9UsfD(kA5 zD!Xeid%s&JyrCrV)%oT9watkD-3$dCJk>PcTTd?b)kir3)a(VlL}HNkq4)TM__%>@7Q)7H_VgSM z+&dxvuH$ui9{ifmT*+-$kyhAnE;(ZWHa*{){6GwMb0x;7x@q)ecO7-!Q;)Kbo(A3T zPHO*^`;2d^GxQ5BmatdBjuWumlta|Rqx99tJKdo`I;W&YBngg+CY8MpZzjE(rpg4kMX-LXG|oS}BXnu9Ii4Qm-#^e~sMJmCp<0=3dWBay2!m@j&t_ zHS9LAJD)LoF5(^*`84A`;y&9) zdd*zKFmd0wEIGJxh!&wA*i$=1J;`ZlYNjGi}`wB|Izs8&~xOq25x%0o~JrP5%KN0kB)ue zr*&Qi=mYk~IUWY;yLH?rs=+-9?p?hnrpwfUehhorQ*&*!DA`+L8)|R|XuW*B1GGqa zgPw-+r?D|m!?p!!p;qEBvGtw;-8k_<2`hmnqd-5;6R`&VKm$_wKPL3oe z1@EM1+(Ld@$6j$I-yr5$U< zM;_uMKkxgr#@EpIVD$Zd82jNU=tDbm%>~3^Byx{@n4KE zndqabW&E`Xv^U#U1?l;|?2mS0)2r6?^%zx*8Q=RUv zI^vw0)*SAsZtNW=p7hgvZU$ZL9i#{9kO#>(gV|R^k_UI>!&d0$4|H3kJojx83p(%2 z`?pY|Rd;A%hxfg_uD{=1hYTO^f z_iVY$rvW+VQGkB_Xwc+RL3)n5HZLRh1)0N$58O*bhqEg%hbrvr@TtqZ=0sXnrVh97 zr&aE`Xp+CXo=o!8cYkvKB7?6sUErtNV*Q~5HK_G8dy`4*afzFwkGXG4-w}cTv@A+p z!S^b$J}-Rg`RRVT5WV<~bJt2~ zE&7b>3&mnEdiG~e>p?HW`~Q;~B}aZoQrZ!S?t6{u)~uqZU6Q`KNQ;lE=|hd6aFOMXd3kt^0dU zpr9`Qd`_hbIGUcXvW*kLoc{T|Zex$^KL31P^RfelX=@wD%)Is^=`+7sIiSwynttm& zj~!O`OTY2nGTyqMc1@r4_99m2&q=@e#pZT2l^BwK9gKN_|2rBe&dAC zI3RXN8ac;|MA&iEJLZ1PLL@!au;bG_1Uyi(+#x1m4Bv#lTb zA6@9Ue{U_{u;-I8w)6h|x{G3ur2e+=E<#V?$bUcImE`$jp0=@^8RzfK zc^mU+JlJ;be$I_R{`q_cp$Fd)|Ct`f@?G=K@Ba7eFN3{u{fzUo%-@Wp-&z`Gb2RO5 zVq1$HnTqxI5P-wnvKyVN%3-?M#HY~MY^cHTd? zd12Od>}MQ1qo=<&kKN4Qx1DVsfB)QSnH)_nMQ!K)t4;coqgwX1{Vjcc;(P{2)314K z<2ta`|JyGP(BsVPX8Ud$equ)cb)KuyU2=WfcfuJj^#9TJmeEmWOWS|&;1b+@aJNCL za3>ImOUF71?k>SC$ly+3a2edw7FPy$cX!wSubF49_rv+0_dIik_rtaBPIr3Wd)Kb2 zU3;&-t{WJ@-?znXY%#usy`5Tozcl#I{qxO~-}17G{X75KuXfn4;g9uBXzPF9rluzz z^V!?{-}PYzeP~h5{{Me}%v+cX&1wJce;(`jjMVAn{{P2X0v~)J_RqqZBLNN|+_H-I zZ~UlX{?$Hx`OLS~kM^+7d=L%>0t5K_W4VSMp4G6oXXX35K_vL+?Vi8~CwH~CdxG|U zZrgQOd*=Sw^OdIUJir0mz;;&fuQpps4SY1>=hN9`TXJq7{;`1|ebCEv{bu}((v{rTXZwO4}JdDQ;r&E+|KZSRl#_0Rhz zx$|4Tj{1Kym#tZEOV;^$<9^S&a^#nv*PcJ~;`kGDn*GeI#*Z_zpW`{!1F=(Mg^>5A|U?l)w({6UCA(PHtVZ$r+x!-e@CI01fzAKU9jTP%2JA z#YvyYQ_JI^&Ba5dOy+0Xsn92&=Y&ByodPC6m+*)F-3dvQX;3jbw&W?r(C?N&0l(JP zD)XU%%LQZx3iAX`o`!oP0*Q}PPzj*JG;R!Ct_su)D4BQaL0M~HmL-NbX|*U;qQYY2 zg8eC*wQTZXHa}@EXBAr;e!317@Fw($tx$_1pus(O&J(Sn8qE!Y8dD)v{Pw3vwf@PH z-7i7P^HcrsGu)qk*0{;f*%{x}$voK?ddCKSy1xy&%HdFptmB%oFZ9Izygv}ye!&#! z3>~!gU7p|_9V1mNJRz1b&dY*4$_?l$3D6h#X?@|NNOFK_QT+Vh3f(>q`dYF@ULS{o zZ$m~G+DFyZ{A_(ZKfR~@gaF!JWtA7$C6b@#=Uxn58~Q^{Pbd$rP?+7YKd)!_S)@!b zln(lqty;9a<>{&Cu-oxwRv8Zc*fABF0YB$|+ZYa}f$Bog_;0SU!uc3E%SfLJD#bYl|ucv?1cM?Tg{h9aK zHYhyxpoa6ae>)8*Ge5yMKxbH0fpL`Q-e7j^6nPS!EMu=FNa5dNCBU7Z|3m8;PG8Sp zm&@3+LU-uk?V%L3gZkV7T1Qu;J$gdXV63GKP=zZY9{_e&MiK?uO`p0vX%~C%#Gi8Y zh=$r`ljhjW30lL`*GTw0fOdHcDlK!-k9jS82l)ox8}%GJLr>}a6+7m^_s${V0sY~? z%)caWbSM<2A<%i4|18i;ijBk~7=}MoTZijZUfccw&49iq(FbN7)I20oM zpfa?SqhJhA=RQ%DrxEW<5yPNlx$`_hP9^d*Snp^tT;s{M*x=%IdJ4 zb%W?TxC!zzmJeV=rBuo9kSc4C!T8c5S-dO>a&2*}R9a}022e{XBWH3p5xYQp89N&Z zjKNUlp?Q?@M-NSZXT$-p8! z33)zru%?U=+RGp0ia9ULG6ocS1GVWBvI!2*cQQf^L)zlPm;_m{B|#nxikHkyXbeuS(QToM7$1Bma5iJ#RSmiczosB%W9I8+!sB0CW zfVEzVR0FsP#jNGdRCx{s`PS4_xj`(vH6_ZN4{;KMR6#2!RD=4Gf1IFOUb4uRWBB}5 z^2G{r$Xp~7rXztd1)324(FBZxnpkLSiVVz+#7g#LDV{M=-lva~@Ik~>Gn;JQ2VIgl zaKXQS+Xd|pAF#_QeRPH<3U2gZtS(4Aaovb-Ek?3LC#6WwjLAIVI#G6)h?k-lW2E4H zatijZK|U^y#KHwDxnd2HB@x8+MCjd6rp}ClN(F9$Y4}i4U;xRW1{9;AZdQ2$J**Wu zH(k?IY0xo6wnQe0r2$mBnZyM2cheE%f@nX>d3^p4d~YFCLE0ZPnp{czZ6A(Y5$MkA zb6_%0O7^*tB2ykh#rIB<5-y1n5g#wft7D}Al0nfoky+V^9p6JEJn|Q1{LVt;OrRG! za&5+Z^n;#v9LiA~RJNB#6UCExt%9^lC^XR_ukiumNNPd-!avKtf@b>&%H;!|)c)8k zY4~to{Q1HMqyZ`=%Zt;AvS)mPTz?*q^i!NX>Wpt7Lz3GoT5fzIUqL&o_?g%|XqJ4) zBfK$3N#w*RIX^o}4$p~_9F3WG^4PDQ|cv-w7MyezI z^2lhF>rnB`tPjnX-~;2Jk`e38`x8^FcfSuHZu#42_Z$4fN*%CdM6wJonIuJ@Cdm84 z@p6o(QkS|CBkB7_v;JD;&$q1oP&dE&L!)oT)7Og;2ic&tgJ$`luNHu2zBg4C8B=9< z%M_^?mn4&FCd%ar@p3X>tTck&)|vdX&y)27+keEL+LvJsxC^b9vAv6ea!#BtpvD-< z-&xY2U-q=ht^>#ykdH>!Apd2;XUHwS%)63XW;x<7&;e^TNfW2@sj`o}aKCS|ELsvT zR_M(SVxi~NX03h;Mej0e1NImf3!N7~e+25rF#ZH25_o^$34H$)QYeR`WmrR-EF!<{ z+=HwVwpz05tjMVpj+T3!Y~qw^l|#gY4Ig{9 zAF3zzcO}02ha(?G-e1aG_<*IiY2yz0_X_I|_g}UTn&LY00#wX*@5xioS%;s}2FUjk z+9>UPW*n(}R_G&A3}D|o;{6pi`Isn0FDFRJy>XHqihAdRHtG8s>A8_eqd@P>NlcIR zMUIJnFK9p<*T<)TQ$6lS49r;v^_u*2;4u`%spNhmW9I)2U?O?c5<+d#n_6R0s;s<_ zB8BVlRQCtaxFtbiz2oJ5g*f@$6eBUKqvaj-#QDznG__$$b|i0*IH&+swGz@OWhR+q z{VbC#ia^eUd2x6`ozj>4(65zsphwq*V%QkJXay}1+m5&%C%%~dIOtI2+bF}2nWs}Ayt@7J%Rxv?Q zJxe^fAP?dN{m^VgcA_6KJ`gH5QUyB>AQw;r>MVWDm;#0W9dam*k4fcz$K*i7F?rAW zv1_YYj(s%Ad&V>wDV7Y#qO5^xJINbK6IY~5?xjf1UsL2p@nk9dB~gxEPmo5>;$^-q zPV#Mtl_7g#q#tr%!)hbfQ;OQ+i&@Tin8gj7OfQCA(wn4oc9Yb~X_5uGO;VHB{j-{6 zsG~{hWiyF4D39!4=TXU0qIII=ybvqTUqp+~U2N`Rk*>Q~kD!(39)j(An`IqiOl7Ri zL3&Uokae0EZUudEcva+6svuKQ8A%230QBYW`n=zm&#!>W)sY+Am?9V3rAV#T$+948 zqD-^K%C>3IQjmJ=B7XXbyb@K3xX8x!E3zxZXFBp{CazDYOZ^$+5Z+&QAyF#UN|IBR z6D8?toLpHOE$4QVhgU-PW<7pc6B(h3tjpwu|_8C8l}mdbPUa%t)Ip)J7?@%q;O~2j%aX<5Ni3fz zb^69j;})@!uVS=}u_ASVpS2=4cEr9R(X4^^hb!~bbR03v99gCyO933Kr^#&O)9N8> zXkZ`EEHOd41jWi~qfOqupw`SwO}CZ)j6z-l|5@&W{kxDKKtfk!Y8Yb@@7)F+krr@; z8lOJNB=b|r-zQA+1pANsgiKIz@CdpdPA6(7x;x!(s_ta=ma#l0yxuQrxWW$FuFvj#| z$(oVc37;#@dn@rlKcrCtCnF`$GfnzmOqJh}_M5UfS!VmQN1-lm)rWE5(}C^qUvkl% zj7SJDht;1V$MKMu06tI1kj7vx#4(=Ow;NS?ev8YSs5{)=R5B+@7m_-WlMCMgX3 zd7b;ZNqQjVv*8XtjNjhDZ@c}HEP-Paq4&p2=nK}mLecV=eb(*CNG?z_&LZcGZ%GY; zP14~vzuZ9r>w#IGaqouY+7YKxW%999$>NwQS>uxB!u~{=-Z@@It%;G(5k=H}WQQZTmH-p&!bxW0XsVS0iXR=ginquo@^WL4&^d~2BP`8q0#ONgX z=$I&m;CLC)K2}b4j+QQ?IX~)-gwzdU^9c1k=RpZekiS_#y~~_WT0vf0iw{I11%sat z$KQ{Tn??+#Ze(qfUW~s3{?M9r%QscV=1-Mn8B?SXay#d~#7K>$HYv+_L0)RGg2eT* z8tjWoaxTES(v3KX&BMCG^(6V~4(rUiESy6ijgot1nv@7hle`VnB-8d(=^c|I3p|o# z+~;_i-42=70M5JckA18spX(rDR}8sTzP~s#=Q;SwD^Q&J^ivM<9{1S9Jqo_!y1*hc zsV7h6r+&Oh?%P59o$QrTh?$!+h!b*1b8Opsm|09nc+DP{A}`-0$%sD^B?Gdizf;2;c8(UeFsq~t z;%uZ7QmetpJ$^<`gtfH)b>?Ij@wFA{xj)EBJIPJR^^|O!D%p^$`8^;>YQ0b3d?#L3 zg~ZC&81hBkXu15J{l#}=Kk&`m_`uw@NH>)vX7iID3sFxLA@0c2)5^w)Keb1v{ISwN zV#J33WX_JQINwUXr9`KNLj8;ZD8*}l6vnAT7L>r+Qtumd@jw20PmOb$N!)ekH-|8|VO%~Tn zli+Rand4K$v3|0YJrpl4lcVM9B&*b=?mxJVJU@e2WllGRA_YQx4)aI4kn137^lg2p zl?Pbl7;{l{dYT+!FEsNNQoF9mT{3qYkcRI2G+s(0&sruK38E65L7YQwY6tZQet2;T zz$ORB;ad}s4#t0)%p}i{dzbQgrh%N36lHJ3`aIk~9lAG4toM&ejw?qcqR%nTmyS{M zkaNCKALdJu;8%%qZ*sg;+!`aJIQyG>lf6+tYI^FLxFW1rf-x>9@b9nQ1Gfwl$` zU;c%Vuq3W)Q#+PL8f5@yR|krvNOAIDfA+>rr^thi z=}(X9>@VvfRl~Vbf6n02aXwXLRieawO^}7>;>7`}+_(X;(&9t3yh*Xigod2&#*)v- zZT*P5AaC*=Yi|s`+>&~(uOB(SbE@q3;5-jmrr1x3@*zVab#=T1UWk(>NDTMB5F;zX zsKq@wM|nlOPfzHM^8+Qnu7bsWs*Thf2-R||$ zV^GJp^K<=mP*V@(Ksup7uJShv>_bAzFntzB%&0g`r_UgV;s?r$JY0@(Vv}2P1jC z8+&8~?V-BY`DoNaMM8994QSzv`IkB&I;k?${9t50Heu^D>~IIlF7$!oZ~vlRH-&or zcQM8D3{z9kw;UJ7)A6VQ6khUkaO&@7n0O*gSi0JM=bZ*3A`&~s4X zy;6d80PU^ygU+`b+A&nquy@em8OwI)5alyrJE%07vEw~(DJzr)=m2S8Cs+pT5-Iz^ zWl*j#PhqbL<(xj)n#2k421I~UP!|MTgUZn3C{JX)fNdGe zea2FbeiXyLTcNglerGP|k8?)+{BfZ6;7Qh7nn5FhX1f5|LJIbrejS?1Jtz^6886?D zgi_Ifd8!3PqD3Jey=#H?kQ}JlKLu;GhR{EjAjuGm90YPI3-Oim%wr3vAXgdh;Ot1a zKucQ+{oy12^J^6k9q;A=wcbHY-yKI#fNziqDV1 zZ?m_7A_p!4D>w)uc=B#qfQK$R>Z!S$e4zXqbWn~UT}!Mj+lnL&+y+8 zQ0=h8Q|50J6q6HBJM6M3ONg-m`dpm&xOvJ)8y@!6_6BGjwG3*Rk6c1(fL19Rr0+fj z>9qC1(8Qszt%Xvb2{{;Nd}>9A_P-dSEuRr@*!uGJF8Zu^H*K=TMO%eK`~2dei|=~t z%NG8c(IZ&v6h^LKV~9p0UEop;IRNNH zd7%E`yU}H#d{%Y+NDu`Y)Cavym14AqKI?*?~=+QYS90}t(7%0q9z@YEb@ee|U>{uL3RowxJk z;u*o(*I?9(EkZOqvFuGe*`JzRus*U3sN4+ z_gy-B=reB*=&)XTshO{qH~8xrC+4@3QJ=e$qwtgS*y{{F@xE558t}hbwEvLyPt*21 zYC{&TbCSoznyL;SOk18I9VuvQfYClcQD57P-mgvbz)8PX^Q*}HvI_vc#hgION$_ba~N5k%NdZV>V(7%>vhEp zjG4S-m-v`VziZbg|I*(ue6S|-;Q@{Uf97R%P_XuxVARo_nSXLn$0VM>jU5XR^F#2B zX2fn9`TP!c?ZVp8&H?)42J#n@9c3;XwQuv&hYA53=>4l6(C^;gG8V$S)VSVNA zcfIKg`SvY2WjplbLFuW3i0NYV+3qJBuvxpxazZf547$ZsuTMl#kGj}r5+RPH=Fzs zfnV+|$9?Sg<9n|`&Z_=uDu+bXs6f3F6r}TzhbwS4Sc9mew&2U}$n7;olglR(N8#kA zapci4P&Stb=mXZNuyny%xT{fnO{1=XB3&dqR83;ko*S;>XKDDt{5nXn)P-7!f5%#= zpUBD2gX}UW^y4IX?hQ4_L)OJx)N=!%b>dHJu;+^5$UXcCa0 zueioe#j`eFEwwxWMb%AfPkSD0_XhLI#7jtQ4qGr-C%@52HphXP5U8BUh2P zdWtRHG2fq&2l*bVpOLeOK-Qu)Mnx#mgDWEwQ6)?_fmkpP6afQxKM(lC z|JMRMtuqL@1^T>e9&7C)<^`YL3-W?- zOQ;7x%sF3OH`Z6{ZuZkDpZs-vGjcJpxD|VkCJydzqn!i9pb5%&9R8U`yq+a4uT!Hx zrbd6w`hBj8w#m~&jW!RxVn7-t0Xe?g{#t5buukqvU-0)A_Brjw|KlH~e&iD7DiXga zGlBTRSISR;R*a47VC#yVJoWoHFCEv@M<=Hkv>kP}A2r<4D@ZEg3w`m!H}o+txw>pS zat`qrMJz6MhWbw&)?vM!>54CGB9Cvx*1wbQK~Y|3*}*>IF!PbZTErOkKVl7i=cawu zcLzrlVAI}hW&v2Tfq_tX)f;|KENMf8hmUWrlCkx*slrv zeH$r@&3qPv?7`S^VOj!dl$)c&^z%q0JBEj80CFgAd7Z}VBfM@hI82=fB2^L=re(mM zP})Ln;vI4ntC6F~7!;;ike+C62-B&^p+t2H(>~pi_vjg>6MFG~AQoh?U+wY=$fJzo z^ZC?hc^Xj5Ze^Xr7JHBoIEiFPI%45=O(Zsu4k+6oOebRVZjHip33mUwz(Y469d!1U zx7P0Ar(Tu-U3@cGpHWwZvWBcRg=kOKgMq9gWgdm-y{92MAKTlgH{QOc#%B#Yu+vQ= zkVaV+m$8%TT+V{6E3H<{BCd61Pr zCLyFazEv_zcY_h7kew)vbOJVSh0PaZ^FG)-8#eFRABh|!1mi;u`gMfAUOyP1HTxl> zh7`rgUidP5$o1EdEm89QOzNFK@Rfta_a4?0uSN(j+^mH>k~iWzBU=N3D_Z|I~MpS*h)^A*WQA{aj6IHtb@mM@^L! zs^)xQy1q`BzQ?CZb_mmlNTl@ajFb-7tsRl)0rfj|)EtJ+y6>2?)-%x;>f<)ZBek#O zuM;W-t7DH4EzLa}5bK|YaGgyaSV7(=uIm%mvAc*3#xh_pW86>dFut)!$9%*#n~*>G zicdbpA2Wixpb>u`0o}kVe02uzUBplGxY-HF6G^cHT|L=XKY_Ssohm&P$h9^3#MX{u;S3 zNY`{UYPUAjlKVn*7k=aFKu*ohnM_{R+5E(1A=X;_$b~g^W--?5FgG<+bJqyuWqm7q zYgk`jJ^98@k6b5rR1VbVPlEJ&h*2j}=lJ5!4GU6(P#>&j9Uaz?b(7kvEU?#v$s^q~ z5t)@$bv*S0>*4Xv>;qdHwBg18-9`PJb2PFop`3$IXXSr_%p^6_aQu2nE_@{)W2JwC zX}@)0@+t9Ffw&7L=KRSe1=}GlL+tkS3e)30VQO&o(6Ws^wbifQ>VL~m3%?CiTNk5F zk3p)3zO?JjK7)LeZ5cM(fHVp7xS09#ImCJqg^$K?pJejw&USjaSVw)CzMEd{?xOX7 zq5rO4$OHRmqhaf8j{y6 zoZ(I4Ov-^6MRM+W9i&lLbN)nqT(CHGV`c7NopINomObUBYw98MnZ;X|ANSEFGySx; zx4#}on%C`Fka~}$J;wN%wgf+SBu^H?2b1bkSGVA*?1@`)*3p`^sV~x&rvh~HB5KWH zLE6+6nakEjJ<>Bo1JZLo*@=3dIkpX<4jGD!2-iPBi5%3zpO7PNiHuJ?lE&D^vWOaR zJu-pos0FCq&aGmNFF-#1A7tmcFF*MN+;U=Wc6;jL&0bm>8K?434H}&kqze}tb@h7A zkEl5oP%B(4M6J&F1BuU`WsqJeOKlD8`^zs8e)N)t1KsXI5|uP2e@p$<9tkerAwc}_*nWEXqK-Co+Ns-NaK=&uc0 z1nH#yNcym^xJJEg!+%ebyQY)JFR*6{BW_HY$lb(wrmWP@+3@H4ZknOJyT+$@Xb5?t zd3HZdaq-unXMy^*kx_py#2Pw>^H9#!n!H3}jQr(^y?yKe+*x0y!uWnUgQn;dnY^P3#_8go5?dq%SMKK+H5A}0?4b85KizN2pX zusCN23%oV@u8-!v!unR*U$f%F-Qxo_4`#0riQTJ0fUOM8Z#Y-aBT_r#_WC_%CC*nWt%fkZm7neHSn1bp@N@ci-NniBVU4}rpVMA> z=CsU_pV!_Q{5g^*Nd2t-8T&d}Y6jZl?B|TPREU%1OQWCHURB2H@$%=5cT<3qrFsE- z|4QRCd4L1BK`yX@NPA8I0vznGE!Ua9_vW8>|9$xX(jWf+bL{-gio&b0IQ`s~GbFJ`m%c{ksU z1pmB0t%&2oN9|+FLwgS326JNtk@h(P0vznGEpxg5fFHIV$p0CDGx&RBaAwXY{-|+I z@Lem|4I;sO5Do?c18@ccYJt)q4{!iC=!+FZ+WQ0qIM`oXzB&^()9qvVzyIHA{P^CF z8two7e=~{0HgD|h?dHCbU_J;31AzfJ0|B)_X^;mvfE)D33L-%`5a3{cZJ9)_$hXMe z=HL6?n?NVax>EMJpHKVYU?4C6XYlvh+KinVPqp{q?|*lz!O7A#lf57R#dp1l)w}ll z{;ORs(5^YNy0t5K__w?)RWO)~0zh@r4?*MKv4_5H6eQ1P#n}5{S z|NejSb#byR47IoS&-!(lb}sa{w^NHgl?MO0f9Ltmfgj)b*S>GWepPWEcn76Tk_W%9Yu|A>C20!~};mo4| z2M}(#$@|%Uy#KG?xy)zhe~dGde$NNtU?4Dnzdsfqa>Jch_C8qo{%-Jd+Fj7o$uehy zz1eJ9^e4} zecP3~I$2r{vbX*Bzq^_kdA!5^-Ei(P5E#JUZ)YlNY?UeYb|U%yeDKfO^JXq@r~i3# z`Ih{(`N#RsKkr+tyOX7K{QsM|+=Lx#|EN`djvWgy?kz8V-n`VNy=gyjAO40Mx$YlG_zME%BUrA(kn1phWkRPh=HyP zePd2KWG|p_{dN-i4^%7%=oHnDnq{4dCzJE{jsz%fP%!dC{T>9xJ13Nk3($Bf2v0p# zXvts<5-BlYFBs95C(T1`y;RpG!AM9ntO5O)pK>38)?%v0(?2UhS^5R)5!a2s$I0M_ zvC{5VjO@P-#g!+W*MTm53#w4e2`Ge6r20d(8x6H+BQ&E3p3?01)+D2Spw-t%m8CpU z{{D$%nT*uLs!K6qMv|qwvsFetfeH<^Br`vKKMJj28x(^~Pz^fyLl@v$gTGsc@#Np$ zP>`#p$fn?ABrX!A_Pbb~bZnE;4XjfBJ@z>R1p+&5j^ZcrN1-(yL7s!_&0|m)Oi+H! z{9K=FQ49aG73qp`P`98V?e~U)z3mdA-|G6QNpq$NV{oq@<*juNxBp*V|Ux6dVZucpn{Euy7BlBv||I*3n&c7 z&X~nJjwkk7p%K=$$hs;}fGUCt&`UuIbbwOeWjXBEK1KSjNS2St7=)FIlUIAAWm$Qf zZ0X8V#OaU!NNAIcXB{^1bwQ>C{L1U$ZnVXC8$vPis%4ehNb}slFTA)8fj;dHy{99{ zL0=b*facuaDx;w_xV}Z!;1PDY3+?3&G9*CnLGgOP+&!j0%yV<#1jT(3pLO4fj0u#6 zsiUEp48gA8J?IGSWI9*#V59=J$H>OPHu-uUx&-uyD~mb=wbWnr#Vsj)0YZXpriRx42g^2bT}oY5lKEd`&+htD2d z#sAZvAlgZ0PF7(1bHMI@bA6%S;d6O;iv8)ZRH-m5MY2^u@+Le{j_-$p+%{GQ4!21n zbG3R0z8}Omt3hjm_7ad0>I*sJy90BPp0Q?Nelp?rMaVA^36di&LB4N_ms8WRm3OR! z<&Kdaj?pr)uT9DwLz)N4h$qC$JL2P1PUI`d4d3y-M&unIq*2cMKvTO6eY9Ar^jV)G zpC%+r?u`i&wKhiD)wIcVBsy*rPuJ%oRTPX|OBedl5~@lw`qG3r;JQ?y>a>N*+z~(Q z1)Xq8iVVn_EWeFRl*1p94ublY@Fq^4#l*_2#xc^mW3-HiQeU5WFMJ-#CDgC;P&2>J zA@@KF90jc{bp>=X>{b6TPj2UF#h08?WE^rFdveChmYy*ZRKX^_#t~oDkQBLt&ygoC zZp26NjkHc{Bq^aSq)r%3Y0Bv}~?9rxEbNk1`Kvcw<_LQK0{XI{7Ar;OQ5`^|~H;>6u& zs9iv8*BA@pp%jp71vaLg+yhUE12UMk%&v=4!J)79>W2dZ8w~|>q zwm}bH37wKTahwVze=-t1)1c+eWbI1FQ@$@H%JQ}eGUiOIIKQ#UE2wO1@sWbWcT65A z^xw?l{2DqUIkeYPX#CJz8$&ay{svkePxCe|Nrb+cAf3<0%WJ5>&$`9RiZL;gXJNEB zLpckZXqAFc;3jrs4BeqPmNLngW>Ipxew4Is93>x+Imy8qc@%VKowR`-AcDUSgX)iM zVw!D}B{gg^(!nOl(2EWAursmU{u57;K5G`I6G#O8303Y)f@apr1vYX5vPI-i`%}A>7!6>oA^6p;;lv|$o(u+pQovLYn)0X=DKj!zdY4I( zp*a)fH8GHPa-6iO7b~r9L`&K}XxTZC*TVOsM`9mn;=VPpH4+gW&YR>sl*B8b|7K{Z z&}xfANn5!U>VKs~*|Z{FinorHwR@1@qEGp_XUR?EVPfDaG5S0oK5*GA;}Xp>A)cqs zQ&UXfb?XOKS!uA!dHlP5Z}Lk+a+MRgIupK5o;k!-G9!HeeRX(aD269er7!gV)1k>y zKRI5`7^7uDL7TK7PKJ?-ixYRn&$1q*vi8Ii%dtp`kP91dtr!PgoNGJ&c72NkS7)1) zAXi@7jbsP4z;|M*0C^;?1$Gni2(R0;!H(pSAh01_j8q#CEe|#zUG~8$*``_LSTU>I zq}^YaA=Nb%x+*z8EBU?jr4SaO~R>dHdTdY*$j!S3&;}uZj$>U z&{Tgx-lL95&T(CXf3L(ptB_j?_26FE@kVQ8SlS_3LmpcR!g9yUrWSG1p+PLNYcb+> zH(GAJU~Eu4AIyc~3f27e43nI8Hc9UsCi%0XNkR%Ez2eMw3dTy#BhfO1nrTQ$n~b*+ zYvl17#PlmDz?FMLK@3IippRKT^+S#!hh0Vu86I-`xv$8cKqovnCQ7OW9h0}ckBNEA zG4a_;9oGOEC+LeUP0-p0ndBstL+5TLX@)e*`2ds5K9wTw^;4vOUSvdWB+8|;3D9g4 z#P=<7bWdWXHPT{{_)3Xhj5`B!3ARCx46gu{yp>6U_e4pADM~8EM#O{xQJ#;AlPy8W+!eQpJ9WTt*2`+s&9ZtZSH@ToDU{8= zW^sUa8R7-SoY&j@%~H4lQV4a;BGt_@u?ms{m5>^s_Ff7$f&2XJOHF=>I6sR_SGt}l zvfnFNdNodzKMKT&`E0a=_Oi(l{Ppo9>IZ!4LKforEz%t1&{YqidOkwF;kj96^4{Ff zP}pB4N@Uk0DTWln(FbwjIWJn;5_3`b{eE|9Z+x;q1?q)T_*!v`Tq*#?oOy9@#2>R+ zWKnMDt4O2VYL_N)zftGBNRh~a$&zblyex`~mH~5+)Voeiyq;JJrw*XLdErmYdg5oU z$kFwr9(N(Ox?AKv>*EZNXG^N2)~5bSpCVJC?N>SzBeO3P4^^yUA?8}2Sr|2T{Kvy8^l{pl)ACKNsOA^N=1HN}cD-dfW{vEqypMHdQhr zMfEsOvh<8kknKq7O}b!{^rftFw*#M3!>?wKm4rmV03-q~;^)<%$~Tw=ogLKSb=(~0 zDH2(mNoE<^oBG2*&Ck4sL8X1h+?EW6avwt7G$c)4RZEj6M^nXyWWt4`$&v^8m*elF zrAQW=RHFag3$brWGRuecP|s=m<2d9=h7%7%%+dz58$q7uy(h%XSR_$qfuZFUgxEfX>XTwi6U7GdtXLT{g%pRwdL%iXL0Pae@CjKD*H?PTFT&)B|tG`Wr|WGa4lC7Dsg$@ z1E25T#ws5pk+^Z7_F0Y(k2lNZKJ0<8?+rI{M=xx``qvWr@hswL6Yt+b;$s2QD3d=W z%C)fxk`Y<45>Tl_xBsc~RN}>xyiGNG#L~Dv1ewi$9=O)Se0Z6mb-b?J3_gyqn zXEw>Pl|5?_#(LH)8ULW4E0J%(@9$FAJz$(mrX!y)(=6RTali9OXm+(qp4rH!?KjJm z7RYrlx0~^?>=~Fp=6|^z={c{!-=5=Z)wI|*r&ZfSB5X_Rb*kQ7KvmYdYA0o{=Q zSZ$T6yI2p&6|v>nBawgBe4yTcLVd}+`Q1b!4(z-|oHCcwnA4HSp4{LpLhm7of;7q( z&LkX>Ntw=j4UtTFbREep@C3}|z2iuuEPZGaGygZV1hN~(L^<;)P9{8#kuiCrMucjYQm9PV;lKDI59*2`Hl|;F?J6`@g7%L^NMa$uLoEdT7CExg8?76^9{k#RgS%nnJV)EP~ zv-BhnR_DBDBDpXYc!2Vw$#0?5ioM7qJ+T3?>Ce8Qa{=yGK1JrwWNmbbm33yM+R7pm zw-~tt=CV^=Y8m3OR$-)2@*;hgi+vz_%{jor>*>6g9ch%eE7IhSf10dsfDG4GVlyp8 zzD`b-E<+Qf%He1Uq$aLJJy6?7JxN{Fhc=t>-BOvUshOXWU#ZnWx^(2djI3>}jq&!g zjU>j3jf*t3$QSPU;tak+E)SStmTVJ|?g4v<%W?dDt!1B=Nn9^kT_) zG0lsWqgjzXo{l^(=Yfw{Z-ee}M#H-A%DhglK&-MJYy)$hI3vuD6jf-PT*?|JIeW*- zprtX=cSE#PrUo%x#Ky_g9IP*UkCOM7k@v|v!>YN%)M@! zEZsz#$5Z4|A0(JNC&(a&7^%36I+cE8rpEB0mdH!IKBt!1K&(div6lGIPhX@2@uMi> z_Czq}v`C{=LmK7GlT;b$g3Q*!6lp@emTqza@f{2mI<+^=^`_RdU| z^weR89aCgyz9bocobw&_0@{(i>}!0Iwv8>3iK&SH7G-ZykUbBWO#F>5#=fWo*OKHT zTdK62f~@Z`Vz(E0XF;M2XZ`EeFjh`S*u)uM)4ZGurVu~WR2%T+bkrIN#NE@<$ODx@ z(g|b)rI4x3Iw)06W#ar~XQF&7g={GM^)G9XRqVw1Gv^TniN#E3sLi%9K5U$28o42y z{W0Ud3OZw#^sVD0DO;?JTNEuV$Rlkz&rE2|*#WWlt}ACrb(xFm*bw;DVV!8m8c!}L z&-u*|&dr7tPL@gY$#=|;GH%W5c|B*)7+|yHIpmSw7;;n6Xl55+1fqEb*Sl5MxXm#i_ zF&%i~dpL3ei}{)SW`16M5PF{(83r3vAuB(R=XKaID7^d>eGiBO_rPuN9F(d6H3Wq7 zdKy1n-^$PH_d?0LdoNf!HQ;CFlZ~2-r&!-aZeS#z_u(h$hoM4jYYA1M75Azepjn`W ztto-DgF~>cd={*g_)f(GM!i%yL{C8-=+xvd3dmY7+IEK)=E~3d`C0l3Xl6xyJ=E)> z7f)I>=*_)BdZ8c^4!facL**&W&*@w8-EPnT%0hiw*ByEv)PwaPjMsIcJw`#T>@~wn zBR_fTh1q_3WpAL4sS5?-Y={uIS3Y2Va!mM zDncFk6H0FL#!#huL3e=iwHYdju@qD#e}3-25s8lDAzF!_+YjL<|Au!^gP;&>haz;4 z`>eA6WZnTP&(I*Py^*Jf_b}=Vp0e9=zfql#T)0~g>62;9S4xOZJQJex_{qQVwNdjk z-tOFQ=u)1Lx)2)fEW6Z%k2d(tPb2*OwGGsyHrE4@rwCT}Q&3a~8?`?Y8pqQktpe3# z+Xkq7SLqjYrDSM)V=YKdBqE`30?H^hXb#=M;~G*gP}hn=`TJVkODBYTYmR$1LSqW$eW!{HqVeC5&`)^L3|Pd_V4{n~vmZwFj~xb5P4$-|h9)XsDXwn+58C z55amSFEotBA^IG;%^Jq2S)jQ*n>u7h8pZ6banMdIDSq0|(O-KO56~fF1GV_XAgykOy0r*eYCIH7;~&u7qBP3PTLk zfLb#F-!+gw9#n$fQx%FGIb$=gKi=)7OXEGD8+z&UFdx0&!l0Xe3Dm)pd76E^QO|pl zOKivk;D0Ciz60~$h5WY@I?N^yo?`4q?&=k)6PeSF4Ly)ZLV72imo`S`sS#~Cj0(`* zNKU=vsoke~8+BcEV)7_)LZ7ZdXWNROHC1vBxwtgg$LsRoY(Xe?;0?5~%3NE5BH#*t zFXbNd$+?-ccPy5pPlSw=KE;Be_0}wm*^UyS2uS z;4rV9!J&z++M<`6_Rry=&m*85LmM+3^3&%~J?%LwbuR1FO`hbu3wq*Z@*Q@#Lmana z9tIOv5%^&+CLmk)Jvg3`k|mv{d|m?!(`MsEuhJ< zzN{a`nqp#2vq1SWW7B3(JwYn45O=z6lpXcH*4C$I6O@kM^>804@0caqb- z25P5jMy->2Fb~HKn zCDc&z=1%$_PoM7+BQLrCcx+NOrkf^DbI~J+0s%7}E_z!1HG{}iBqM;K=WxnWOl{I5S_9e`i@2OWu09y`PpS zXwZ*5!F*okKt1J-6jI}0Z8FNJ1t(G0u-5eH$Q%VD?=hO3I|J#2$wudJ`@ zGe8GqZiYYyJc^yhanG1vxG!^j09lBMbhXs%Q1V4FvS z$nCV*=r`)lnfM2G4e<%kI|~BUavEB=qfvueP!BBtIanXaoAx?mHSJHTg#-$7Vg?oP zOCxpE%rt7A>QGIGP}l7Z)$~uX!z1S99yTOT&KS+p<}*|4`qS5W+%FPaZh+3Xnz>y@ zENpbsyP4f}TwzZwNIi55Ik59P{j^kOe@$=<(D{rd$M7H>?MmLEHpxURWT!rwK%YL3 zgq}-V*JvwXC2MpP{YW9For3Cnn*Q?IH6FTe9dG?U$wvpR_S39L2ExV$ZA}L&br7E+H;mL&7CPs=OTa5u1uItsff%(WuzafLXifO zsv*Mx9`kxK@8|plISC{T`W=KCjEv%=Mg}dqKTyNxA#+GAo=6TYSrZ@X3ypmmKC*~< zjlMTsOI?C(-Z7SGE1(DC=NtF=YJ*7JBWkd%Ff}JaIh84_UA|tb;p=g~P~d zkT<_F&gXyP=5PnJ_SVc*m3m=%0?B|;NCxCW5~VxWdB_OdJk>?h4{*`J z{oHkbZZ9oBEm8NXK^J^Pj&7S#`;gn_VEbA0^IBOGat#>0?>;q?$+uS2H8 zfK10~q$n;2hN)8!{tOO)jbN<(HSbqLaw5ASOxyT|=|m|1X-H)_cL>urU64C*4%68^ zupQD03%Hi!@4{V?S?LK)85;M?@zhoLTxRTksA!n>Ck|fJ2vbEGWj+!DX|{MF&;B6^Up>N_ z;>;S|aEqJn_jT7QJy<(OdFz`IzIv>OLCcN}P{+|hx_~+(4toFFi6Q!Z9yDn3)Iipv z7Ua&})KtZOA)kXzz}3k`y^`ECp@p}))uf#OgVy^NpdB9sYjhy;lB_}T+sJu0iBsmX zRW9bFFcLeZ!?bdFWIaG)S!}`ISx1CvB(@)j&1Ycqm;qtBuOGHE`)MwBgH8$e*Rjh2 zG@wPG_HG@7l$BAV*+YJg3elBisAq}67<_tJD$+U$_%bN*+Ev?*LXs`Nhc+tarIyk@ znr#5m3rYT(h%Dq4>bu>)P=it5wYiMMCpNNVM1Ckcd%Zm5Sk~0apb2QU)Tj-jjQXk> z>+@6U%*~yAu@n^rmQ zsXJTys6)I#!;zZGRhxR4z4+sH`2Ik0@eE>fIXQn5_1G?A`v4Spa#iFJ)^M)t4w2`O zjTzG)A4MAFZCIF|MFOQXe)t&)l#U@`dIvn=yMAt^kr;g{kq2;_t;+pSk*k zx~X3&cb#qV(6J|x-YZ2NH^)!Q5B1k$$O}d=&lz(fRXYZ$F>1mT)}4r7klUlCI-=w( zZ1$}!IhSkvaQqNylw2=7)a8qpUVQ4KZ{qxP9+GE4*@CordZRY;W>0+#*_W%#^Bc}A znCn8hsR!trUHa!L$VR_D5Nj3ckmIb-o~TP}obic=~8~F{BZPA!|^McqV=)He#*vrskktXhYr`G#7tZ%sQ}w8g>=( zUZBfLa_e&T?ID~8un)>mp0$m=&!JF!iM|w#r`EZ~9Necb56P2UN8e>1wl7%Q6h}H{ zA?FFKF)K!MF2X%_Fa}q0>T>dH;ylL0{hYba!qu$5-1nm^`*<(>(STGMb;?w7{3X_) zG{)?Cf;l4Yi)A53@`ve8ih6iZPDltYZZ4u~(dW%&6rv zbCy7jH#-MXGT1UN^YZ&z)@|&TpVubx$vyBLIO2QhK|Y{h-zrb!RK4`ZbIwbB{IuRH zBwDs`Ce`P!Jys~O^k*UNU5t9NB_M60j z6ZSFxf3&>?aFp5BwjJCCNP>F?cY-^tgv6^Rvfa_r*eA4B4&U|M&NJ zz&#pz|MR|PzGrW=t88s2j4}SRaesPZZ#*6J&-+y4gS|00*4j=uefsD9>iodo=-T9; z_iNQtdt=G~Yda?T6@g?-|2*#68*dlSxbdF9Z*Sb)AmiGrimml@&A9fqyt6k}Ih=9r z9eibPT(Lak+PnCNy)m+H#L4n+j9vA#DhxM*(-i7K37vEUPPd&W8A`ksPswDz*L z7s{LtK@3QDL=Z>B0r~fHUK|@aJ0|1$m5&%O+|kw)ny|IiZ4_xuH zUia_EUH6i`ae1tDe#6jHDDvO;cOm^9GQxV_?zHpw`W#7YKR?iVZ3NebBmcZVyMMPg zdQ|w&^x%rl%)Zv&{`cb_N-m#U&DzE(`foxqZY;g1S=MB>wrxYZe;vEtV8?6!jCKF} z@76I_kN%vijO$}EeQfe)T_yC<5ph6lk^j9fXQ}(v%(RXzjNgVLLl6Vf9TCJ4aX@Sl z8|1IYfA1!_?Yq^U|Ngbh(8wOVHY^?8%y|9aAi8V(d~@A@zfG)d;hFom9E(v8{f9J<4B(zkbmF5Dwpkz?NY7R{A<6S5gP^!w)S0U z>pySPjW*Ait!@5iefWYtZ(X$hzB~8%d-obg96b?lz4qUabsN8JocKSFwKLzj#aX}m zzvpHrdAL{f|9nk3t|{_o3=gN@VMr)41Ti3ge=J$hcj4fSx7W7B<4R?%?Vh4vCL{vM zm_E;>?YiZyZ9CAWEn-hm%A5<2|nb5ntJYt@Zb{TXPlJ0gf9 z;(*v9HppN5Qg?E|#JD0qs8QT+r^zWGmWIn_*=I_Tm8TLV+01FcbAdfv;*oe~C| zf%82uxvNM#ki4Tju6-m%>P7)QO5h~XG$0U7IUO6R-pnN3pzN@L-rzUHf&?PP`D`Ol zjRn9bejW*|A|;kb`D3LY&?7esVG`q3MJ@dFR34Kymr2G}JqqaAmnW#Avt(gm1Noe)lUt#6U#_c$^1y;;uH zO_9iE36c-EumdN&b_TL=2T04iDNv#SGYj+K(R`o=lac*iJmPKu0?B7v5wB)x;xNxF zZ8N9JZQ!=$GsQ{}r||Z81gr?C(l#To^W#7%fUKC007E})l$^j0^6ll3eV`+4*FmYl zcW1(YBLHit0*s*#_goIlVajf3FWQ;pSD*?Jz!W@(LT$jkW88oRyYfA+e(pSKj}+kj zujuX;Fp%e)OtK1i+rAI9yB(M{ZEntoK7dLc{~RMnzr@HF`qhMc?rFg()0Kdh@(6w} z9^3aRnj*{2a^k2y&+*&<&K{=POVFcPMe50&ScD-9;@RVL)icp5jq^=C~iQ zleyJ_Q`6SW3O^`Oe&#ixJg^L)2^EpP&S~Pl)hrv=q)6v2iBh$AykzMXD=qq&M6Lh} zoo^Hi<1R#hYoP07#wgfWqu%@tbaZAHPLOS4l4jUS;kv+Bpi+2I8QKA0Cm%}yzv0x^ zg21kOt>JxPU?%T@ojw8L&Ro=c2xRC1kgj_`#_s}ex`E!$1M@fmyta}_oZdjka2)u> zGH59#K}#{hC~vL$1|C+8J`L^%vlmE0Ug5FTSl?p$~*ws3!lzBP65h4 z5&D*KM!7kPlV|D2oAMUvRRM~FQ)x0c(JVHca{K0KqSQ`_la$|q=K>-B$~YRV!LFu3 zLo>`Ml?DK*3IW1Gzl-xe>mY1_vCIbIn-{8sU}!b=uQ5x?q7+U~PL#J3Dpv$O-^(dcH9Sb%Dt zJQFMDdYk0JX`sa$fqh}0d8z{sLr1Q}jBG#QQ`vwY0}&gJO|G{~0g9I_x6H}Xc3_g6 z@0KWEiX@2Ri8vYiJMikCW2IuCNg7=@idztnFWR{VJ6fhl(fYvk2F1#@K_+p04y0!-ePBLcw8tNtFt+-@?2$%|u+`>3 zXqea5ZLs4GP;d-QlUwIgWmnl08U8F;u3k-&1}73__4))^*fm}}O2j>5 z>Sj4IEk)LF0{kEI62xh0y!?DQR_s$uaqdNiAOOPkNJ<;z3xEqpPO_tWu*n%s9^Z;LdJNt4p}Rz>Iqy4FgON>7r+rdXn^ zufXZgW1$}cik6)@{TXPeZxXpav$gmjcG&n|9zDgChODWO~8i!0J ziFqpXVZ;W2bfA00({n#QZTZOYH9mFr#+G&C+953a8vB%kWD{ z@?vJ9T;=5FhMVK1_q8}#=SBRSVv`#=CvmC zd2TrKOT5@i{J53fBIo+0N&kUnNw!UuZn;wALGEPfa6C~KPD_vq_2cDO{#cn?4=S2- zK-bsCNKYVKg%v3ImuOiU21MP!3GKiOb*)8qG_XkbZ)VB1C{?!AVD6wTI3Ab)^f^w> z04r-jUy6JoZvI4#!26k%IqmuZlr(37fstn%sVi0+p|;6Foq&A>?Z(DkpcSc!jTZ$L zoFDtn3G6--@t9mUBsg6>8>dU%G>aVh41EI-%m#&laUPA6`qUXy(8E=7ev^m5;4T4y zC6?At0jih4{Ko=ki>9q3*!C{s!Y1N0{_3zJR;n^Duacq4KxbA;g9V)#KfblTEfguO ziQ_`fZU#+OBm9+I_iRa=e2I^hWl#=On`e?o1(@H%=$AZ_1-}lNfPK)`ZtT9o7{*PG zYCwN(;J>-)$Hepe<}R_EnrSWlo&6fyeoF3m1eF@{8&dQMx#|V93vYpVeuUl%ae8kQ zDU&MWza>k@U7RFdHC`_7jFqHsoQyu1+)1w7_8a*Q|C-r~T!tRAR0pP53!0C*#M*}R zpM14+xQW^U3JG*DiGB{pJ_-&n${=jygCDWVz;B0Hq~Crh&?=c_Ou1CKxIS4%8Ixq- zrbNjB)z#7}@zSq)ob<^TE3=rl>WiTxphjyN87=3b4e50px}YghQq>S8cgXXnZ$sBM z6*?v_VslUC*NK{o*yY)Q+}#dnXpmCYO}r5$p)pWTL`BKG8bIfvMCq3)TJG3F{Rj2Sq*~Duu|7?FH=5-F zwL-7CiBf-1yxgr7E6W!^BXoi|2*kOL zmO^2GPd8gZTqi!{&4Eomr)C6tZFi4Y^^o}cl6XjL-IIkH#U@p{OiPt@^HQWl{UmXk zLrr@QKiolG=uF*4{A^r|TFs8n5UAIsdr@@sGqziW9E{EGgCcE9n{;uTYZ33~X>wz% zS?-)klBnF!hW%=i?f6M0+WTV)zB7;-z?+(zwmbI17s-bmyFt0o5lDYaDCMyIKa6puOu+`vgDcfgue9w*Bg_joDQAXYwIMGy7yqchN}Y$l%5 zc8$?cEaDqAu^+FY(DjUg(q_-I)RHA=R$XxR@f$L92C=>#>0K+SRPEHo5nq9xa-XxWVnhNkNkR4C`( zLE!;K=4)OT@!4g*JBfH>@3k92se!$FW8a3Kp#Uhu8kRoY!REj5nFl`LxX~mnpAv_N zjZL?pUv%v@gnGabBgOEaL2l3p@Y>NcMmF;L82@VX%q)kBKp%K7MXvROLhV+9yj=n1 zTq-e)+U7Mi={lXP>%)5k3Hr*4=uvn7$`ZRQt5-;bj0pjV{5IDcI4I0F_PXD z${6%tI3-%_%}_L*fU@R%v^;~7W_^)laT!WY+CNct%ukRj@8e}PdGO~EvD7oH-DrO| zHG((m@>1T>QmqZPaz9eiE=GzY{x)x4njEK2KH-xp>Xjm|4CV#)v<~nCpDl(#gzF z{!okUr%uTOUB@cyZF*klL<$h+phl@1nl9Darpwba(8Cq5$oaEoNq?U##b?FK#~70w zq^7e{nO3SqT*8jM-$U6-t&)0!n1=2>ku%7f%hdm@4I-h3E685Nwg=HtoN@1AKcXmh zxRk#~K!ft|4%AufSL}yo;4r_d#rKDy_IdW2IA6vrj!RQy7&&hV^=0=SaZ(UHIGL&S zSsOhvLW@IuI8)gu+w);l-?7cN&{;jfckjnYfY~DH&@;Aul_q7O*z~%bB29NEiF^J8 z>2!*A*l%bD#ls^Lb<;{}3gVOFD5y~ev5yhVdd+~X5+{ceAG5NK{Cyks_h#suTvMfO zjua`CpFBoQ*uV?ATAO%ruMABowmroLN{}7s8^6egA5D3Qosc_w&tv>R^Ya9<9=*%j z}6orBZz5n zJ+RA7`0#pYnpUwFMUB585S!<_Qq=lS$6>z#7O9mDdX&#*$%;*#X_O#^p@lh6ggphu zT#LA$i5zngUwmLkO@toH+Oh_>XB}1u8YkjZ3ZL&jlrHhuMt29iPle;Yve2{lW3e4O?y=%duf7}0mo9U=9wnIXLPVXn;7v;BxI z#YVEnqRc@N;w7$*lK7p)j4ze##%z%1wKaN9oU_->KjC z$H+nSX;=;Q*)sg-7vjMN`nZ)^VGnUI*dk3zq{-BgsS@9nIcuFPoogn_$aZn^fEZ%; zj(qmXByXZk(jhxkc&(_fiD`aD=$f#HH?+H%F+AF9k-51oGTOi%LVea^*OFyNjU?*s z1X<7n%8s}=D7B#H?aw};6LduArseb)Nh3~Q#D_2cM4bZ7RXb?#lA#CPC(!WiNRare z@lqGc%WtenK9*)r@L80!Vts0%{)>XPq&N9VsC)X2 zqi&;i3vLq)6;rfSuMV{qaqCGYazE1ChIQ^Y{Ne+99IvrY);1IHi~hCJWL1?^IR=&V zO6b@esGX-mKeLZ||509(l*w%(ubCt)E4s!$OC^kVRLh^Q~z{%_y_Coz83L?&Tcd{Vl`s_MfSBSmqt(QC1troO#O|0AMB>w zEY>pPsQE__TZXW|K`husy`Mc0JM*O`XIu?yKw(&zx`o`?a~gi_6D6w-9+QC0$7R>Y z<5FUpMT~dSB=`%IlqFIn^h*-{njoX0GufR7N}t8F<;H#)bw)68^cA(-@G|%S>+Xj5 zVSRkyIDWS@(js-ovUj@v-sD3a)tkDBHA<$hJRQBSoSPc2yXof{oNRv_ zh~;Hp4dk)>U2rUmG-u7Uc;2Ba16b)d=}+W^0D18(I( zzj%#y2RiVfj}}|&tOJ|4YE+oJ2IMg4E@w`nz7VKORzN)h)XJ7e>Q@74vC=232XYeI z8@PTS;MTn6M69sms=yvy+PUkUO&)qAm$$}t^HZmKJmwF4=VUfc=LH7g%Gf?L#&8~I zKgZ+jhk+>VtHBr?88>6v$m8|Lp?cU-5r`LXhYl@x6rT6<$_A+)5NeAb@V2c`n4AO# zem_Xh0h#j#ZZr53uzVhsKggr|ewjF#9yr0q?*2Loc==;afQ|s>J3KW|KUtv*ZcwcN ztt}7>-N)e|9S9}I3hpV@ckwge6;3CU-ii5ua_l2 z@7xX09HXGCImet-hpuHN^8$ot&>f)R_kaP=xAJCA^F0-$K|uWW0d?@W9Hgyo0PO=N zkeA;K&F-!nI&(rQkfhf;eRWXL03A9bQ1dF+Z3g?d8bfAQF=<5Ywk9pDYFkl*y=-3Js$%c+&kPo^2G{z}F zOO*qrIwwd=aLpFRcK9(i1AHOhD{Ky#%sgdBtS7(6ukg^3&}mE^@2ee8`|A)+60X)6 z%8JE7dLkLPHP`M3+P9YWBN*rDTtGJ%^F_vMk4!G-s!O`MYMEMY`YVvnHRTh;3Qv6*9GFtet>R;3unj4aA1MI{=mA^N#i|>eAj-gGajoY4p%9 zo4j=ov;@VU2B^&hPF4moVaxsdVWV>dY6Sf3Bep&j+uwoR55(r11HlOf`aA2cvwrLC zqLW^`>Wz>1L9mxj^Wc>DWMAC_EIRc?pf;Qlq_?Ai-(w#e@QMD+)c|021(=H|NYmoM zn#|uLfJ9y00v$y*Pj%91VO@3CmYy0m#94#qxoVL#=y;%YavR{UW77ilJGRk?zL=T+9Oz^m zFrxT=#E8K_Mu!k%cxMm12s~}>AO<#@b;H;k;xap_>Pp#R|ORw1&G_awMo^0x? z`-k~y(y#v75?^h$0a~Tg(7@1_<2K9zb61A>e8ada@_r4c1TT8$tZ_hc>~Fhk)4oun zboSK>`O*E&Kpo!`iXd#_B2bvzSvYMTyZuT({fU_ekRsS?i!#93u;IA{`)a|-*u;A` ztvTC6?fZM{;{CpQqji8*gT83K7ygz;OnFDl;2M{)dzUApKf_eTnq@*k?o*4Is^2GIQ@*cSWAh8z_F$w`>~U% zEwGQKz{%+IPl!D-jkrCAIC{Atv`|P&D_5Q6>Z()syXm)bo?5%6L4&XQYU=?3>eh^T z*~bae_`wv$d8r}P6x?Gz@q0LZFO8gSjSje9OYY~eysy4!3dO*C7rpq(U6*lE_pQ_3 z`t_2JJ_GJJwNrrBFan8N3spfXHjSP1|AH^$SEaDQF4le$6Xs%nl{xLb=OrM^FTHdW zkma*0{I&9W?5s6DxhF{7fQOHPp5r!gA&$7x0eD{~+B)?Ost9~`9W)=a2YTwK;@+D6 z*jq~j4_z`7+vw`2#Y=K>`Fvn!1|U~&19h?wBJ(M>IUfN-yk8UDI%;_DdP5grN3fHeBPWK^~SZSmhqmSzjz~Rup5AD_F zwQgB#r@ON*PjJ@7vt0Gm8+YyT*i$d8^j1S-AfW!f`V@WtbT&Y<(%wYkM>;WY2=Lr$ zT%WHcbLj&;+905SBk?g#{=NxR?(keUEtXFF35OQK&7kk2eKnvSv}jiX_2Bp*orEte z#m|HB^Fa@w49XA8mvL^Vf4hDLj!wV6zYNshhXUh1&&l4If!#BwANYPYzLE)DWJeE+ ztooSOO*cc0@*&Jci#&4EHcpL+ugIkP8;4KZPSGdh3+dKKeU3KMDGhrr)4k zDj%pe&7l$_cQ!@ON4=nq7)LDnmE5ow+JwW*#V>qMJRL<0b;3_CGw;2a+mV%^+hKll zR3UdmtMh%nkFE*#)%PYpUFztsi^$KPiGd&S{X1N<)}J<~14}##Z3g~!J&Cy9)>l7_ z^wZrZ{GqW5)ECeWjaeC}v7>&#>@#CW9k7F8%!AUu*TlS)zQksM?q)hZObj^Hj=F9x z5af%*r3cg%$m%E9ZyoXg<0|OKTrzhZ?5~`0Kvsftn?dn7e>F0vmNAhMgwPCSeEOv}KD;R6b7pJ&RAA z$JW!ZlW3@etmCXmyHh-M!CG%^vBX#HL;Uqc|3GzOuCJ~_zgLJEFR<}1Kt-X@I0T(W zzuds^b3zx8IYf_q1EO0vL=&JxI936;K2YdgHA2+B7LaqKEAZ%?P@{xGkua%Dh|VbK zs)^)}aOlJOMtQ4Ubw8cgG(ZDq2I{go(Bze-PXR#mnFrGfpx5Xl?2Bqlq7r zh_h3u!RTYlSx}uYxBVADa{}aaaTRx64V6>K19Ia%KdoI6y20DjG`3t-Aj+mbJ3Zf-Sl}APaV8~_0U#-^_?B4 zd!vYDZKN2iPyaRJ%rCAp+>2Ijc=muuiU3`rx2~v6`B<2P!1uzq0N{DeMU5LEju;+ zZs-?@wS&&!fB1|$dhUZiSo{75u<)n6u1D`Z8P9yEX$E<^>X%(^+HSdrF1zEUu0Z&& zGz!q(xmZ8+57Ozh*Oge87n_nNtkqb%Zek5m_j8bzM0ZK#kPBO#wQGQjHfiFfSH(je zYkO(hCvUx1&{sFG2ELmLg}@(yI+mF6(FIDI%}_i(4^l^JuO7s+g2c|^*y{7jK)ajw z(n}LuG-Qy6zG~v7zjrZcwt0`b73 z98@uk`F08715`8<(0L-F}Ynq!`~hV1vzj*I>D zEcIP<7WB3~NbS&D9mbiRKDWusday9QNX#&og>Hv2kIf&b13Lt2G?4d|OM{5}__=+E zzG_5FgBIl(^PIm&h!$a!fvdcF}DodT4FxA2+ibw631oBFvy~ zHu>uxC8!07ryKCe+e4t8m;)urS|}2BQ6nE>4+OuyMSPx#j6`-L4+axo2VztGL$p;t z=!_6!U+fH9>=+QDmOylf?(C4#P@~krPRnDPyWQ~HXCAu1&RaX5@zLU}JDPd3PeMJI z<6WRmae{{8D0YIqJhsPQOA}|x|DYq8z_h<6$`XHTogIbw({Bp8pAifPlpS6ln6BNe|kj=c03UF41dawR+SADqMU4y=Q z>PbIuEl|ftM^A-j;EtberY3w&o%te;{Q&IwW=Y~bdGu%E;~{sbEP}}Q=a*2d2QG#lqldSiU+tr>p&}hVD?n#8W{!6T=>XP}Gj2k$LH*s6x!z3Q>M_?} zs6|3*K*N9!&%ocxBj=lksEOF&i5wOvlAub7E##^pjoox`FAtr+#ak~WLMK_9bzyvv zni{aTGZ-HUqqf;ZKXRgLtovI~Kl`%wo5>uI_jX)^I^!X)$mKiafa~PJ`~KSDGPJb@_Jn%!`>EW6xa!6j z-Yur4;$9DV{k#y{o6UM>3bo*P)@Q`w=3c~bSN5X1Q)_mj22Exyyo$QrOkVk&{gi_E zx7Fv%hNv?>{|KMYUmB{kA|ZN)c#sWhlylIbee?Cyg{+-+XEx|nJ72wC2s)Aj)Kd-E z2OAxzmR-=Aw4%;rf9M-F)r$EtRAy~kjkN)D))s1%Q+-{vPj(NTw!u?twf5Fi(8Re= z)9vczuR)LfRSHm>nV|Z;!G2Ll5c!ANx;D84-wWx$dYv(Jb*9c+>!aiH`0C{ZU#Kno zbWyy&`hN^izdP&+PGWB+7dm&rS4XhsM^|&v%Y|Ri`;kDMxGGTFUxapbB=t&uYBuVC zs%uzN;nU@quLW zUk+n0k~M*qit`x1t5=HrhYtGvOfD@;>_CQ<<9cG%3GBG~viAC-dna{u@2aIEdg_Ea z&N{BJo7P|Lp%Z^I=(9@HM3u>>?6pPYBZs2H08v z=+CRAvt|kJszcZJ(qa{z^^F+{!*U)_cS5fP4eG3X#18!6J$?NZKd)Ys`lva5YtO!q z6YGE;)VsY{SM|kS&|!6Kx)BtjN7y%gNKHH#JyhlXc@GeCTZa&ipVWKe2aGcqIFgSpxKWV4&XG5~yvPuorfib!9ekN@do66QB)HJmiKh)f(%Ho3_0s6ryQ1i2A-Dn=`Rs3G^VCU#@H1{jQ+A|%lwA0t{OzlK>k;1ly6z>jn6CD0xS5>p#($t@6(A*^IM@DCg3oLAU4+b z#*10(jYmpb+cWWZxb-tc5F6`zqw$=b@$;5^e1D6-O-Q))b3_mu>wDwomv+Wd3#{#j z0%;h67?AFWApdzk*U``W&8+R1XgA#2HX?|P^}X>7eOa*8+L!@QU~MOyKK=84wY_F%tZ>IV#(y@x1yAja z{RjLxuk5OYHH@4QrG2`ZAle1Lwin8r4nYh^cSI0J!~yyDbDl)*aa@>j{aSdz&N%3hRd4@&pMH5{XFS@)+NZxa zmKC?`j0dw?ulx7o9v^LIy!tpVzYRlAp~!#V-);1_p_BE#-D&6V^|>YU_@=S-+6b-< zNB((#I-ImKwj5`j16$g&L2hB&CL|mQMFg?2zBl$nXA3f0?>~g!8IbPC-y6fw^LEBr zyR7#+#kD3R0trXLkWgd@VnDhhf;b`$h%I7++@dcgB;493L=YS6d*k{vJL3xvYuo?( z?;brNR|Hwd@xT9W)nhwjvPZ`1`?1;1=<00kqcE2Ld~BZB&4W(XzJzgIC^7^wAl;F_ z*H)ax&X_mQ+K0b?tu1+W%Aa}m?_b-KF)aCW4F5WJN2mvOpSSkO#CRf*a3l-~MTQ^- zE~ zHUIpMeup8U$PmPU{Qa>Mr_MeZY_$~=*GC}X$Ukp48}YHicI!NzqP>i5JK&U^vFbEy z+YYpCi`XEy(47ehx9SiP#K!ub$ByldUyE7Ss~I!4ti;_?2CL38roH<{J7bOS88@fz z-q;!UZnO3;I3f;+EnbpJL7>4*0%qCzt(W=`7YLL zL+Sqz#DM($cAAiPP874Y6VCNv$UkeZ7_~@}OUBJ*JhoA^ueH5@-nTLA4MeZ`e>0c8 zs884aS)XQ%9v42dGY%V(aeB-{P2<)f`#~3gJ@9$$rY7l&G=>^wcXN|mX#rFMslsRdcocs!^cHtY0KK*6k#gX}F+Aqp zxnr#42byy^7#IeSw8PnfVFG8n22`lzNgxoM7QP9p7N2(s@@8YayykRy??_Oc<80V7!hhq=c<)v+4(g^>}Ms& zwR6BG%5XaME#Si`KpufhJ^*HL<`9ph1525 zHaz8CKLJCE0D4e=4=2NlNge=~*vg~!L#6<~;QQ0u+mFZYO96v&>H~DCJ2WC)XuES9 z6fd!I9g2%OKLPVNz%_$`P4FoGQy>AAiUN-Tb`Sx?C~g5K2Lmx)*b1lsue*VTHU~yA zgh%urg(S(LJqglO;^j@VIJr1AR+{Yq)&X>5+*shyKn>342FCG}lY@bP4Z9A^hgUZs zC03dce`FspAQxmzIp|h^IZP-C3=$~7oCqL-4^rfPpCq}T5-&@D2liNGl475Lk8TIn z!JOx(&$ZC^2shg537tbnbU{D+0x`JV7WxRF;TE7gmI@{j=o$(EF=_r0h$XZm6`sUO z?ZGA)f(;bpvqEp^!%NzG3T)^BaMT;<;Vi$62PT1jmTUv2Fw!JJ&pcks{y?GeymjCq~I&djq;T_xYP(eRt6%@I6I@~m4$&L*+IdQ zoqm4Z%6@iXHDRJjrnw+TvgsgI^T&Ar%<>KYV2TtaOf@H-r^n{IVqfc+AbAmZ`JD+xZ zN1!*P>qy|*{5`IPMfQ}iNQJmGd3_aF$mbM!Q4JWylQ?mC!O7#Dp=-Gg%w-dHIn^i| zh5;LZ2Udx2g9(E`@Es_E?%6+I&2GxV=V_S;EzfY2tmlEVztvJcPfYXqH zYEHQb1rX!f&;fs_hF=wfb|4o%@qyR?Or!lBV2oK)NyiW9276eO1D!vMkp{PcY!hR~0Nd?-nv02`aB_(WT%Z?L;uP@`-D z${y=tmdwxw)p(IC>!5!ba6VDW?o5yx9paf6;Hck8bq=~pt_7V>Vc=HT zh`*mWjh;EacosM#^BW92bH`i!v3iO`K#OucOOkwr8t8gtyiEKUC!Zd~N`*rviN&Y- z)CNkH7$XC>#YnHw#7iKrM?!#XyF>%&XY4@Vo6_eBP^3r$P7xeQ4cL_JxfppK4b=dBF|LS_2@7LHpx{}#%OaESLT@(SEXB5`hz?JZ zhN59!=W1b3^!e+7m3BWj)^+8v_%0EAgmf25%{gS`? zgh5YI4B8?f_=y3j67G;9KW|8qAh!gW`h`=s75beAM!7J6+5njD$Kk*$i{b-+pyza8 zjX*?egyHLxpk_#b#)()y)e{@6hb@!aCKZI9fcP*F=xH>%@dx4=NK6Q-pDt@nP#nBX zleW{%a=B8nxB_R(77{C?x|?Je5XH@pfHq$uhM&N;Q-Hyl$g@ZA#qH21{KD&8UZ-$c zcmQx+`#9M|{GJS~@!byKjAO`&2JVl4<>&-mgHk6n=K8wCEbQm%cYdEQPC|go7Uh2X zuMqE7LidAx_r-_O(R&2;{SE)VOYDC?2pBHEd2xq0OWtis|H2CZ)hk7=>ks6XT50uj z^3(6Me~TLBHnqrI^5cDM^$+sz6QFs>I>xl0&z8BTitF?g;NwZMr+R{p1e79~+jnaU)0F3Vp@6%dAX~0-J;nSe-*mD4U38MY}+rWZC#c%4-Fn362DQj?@(B$Pvw5~N^YysQ}>C%2)gs#4x09$6Tx z5Hl}D%hplRa`1JOc&&~SzZp?d54)cohfQGvrLo0|JqkgO-}j6D)3 zL7}nY*f3V=?Iy<&AF_;$0VWBozBO=iM<@l#Kmk!4ST{NJ5;nP)SoaZV;fNB@04|D_ zptDhO(k4nuosAS9Z=ki*YMB}UWef&x*dBN-v@CTSK)sM1%98t0Qa?IP$^m6OU(pOB z9P|b=ljZHBBx#u~Nq)(nC=E*|NYvptsnXXZ(~0#1fGWQNj{Mf2dbTWmB5wEqn-}2o zPrgLSiSJQTD1Ws0m4ybP95gVcq9w}~ptR(LFrf5ny%MEmsd$-FCRV;+t4&XmbH~KU zBzNG+J;+mtu{RKMH{v7rXg>(b6ynovrx>}^3i^PmP^RF=k4jR9mx8+DXKKDmF;buo z)Fv(P!wxaBi`=o>0QKE$v+UlLB62cO_VC<)xP7`{WS z`Kcn*9gaY1vC}&3fRbZ_XNRWC))wi|{*WVxe@Feya`p(cGx_2rVFNhH;P`r=$i=%SiIEkL}kOTA*d(IRH3){Gy`@--MLrxpp);jl?679uYa ztFoOWM_{K{qNp#AQ&-?i^Nx@!_EEoWqHV^0a{+Y*HPeEA)Xn%!v4P~4Q9yQyxpRpF zJ&3_R#2jaQK659F41#9HE2mio-b$8(&_5nHA1hCQA&1ew_ZDE`yP*78M|}MyMt)mP z9Yx%?ASZb5zAQ#AAQtk#7xLSYq0HMr=4}A2nb?M5CgL%d%%pY@+P zN*1L?$zn^C{B}7?I=qaM2_K^5>=|I%jI|iPyT3H_L*%ZB`F_w0L@}4CWzi9Hd$>9_ zfvpAo1ROXk#<_OfvnljjHCc03 z;l8Xptu#P3_}qT_w3|2($Lr%*)*N40GtuXdi=hud4?RMd3w$S=FTUdwBR?Y*4bVV% zLDk{SXV=YAx{z54#ihud%*pbC+BV@G^(ZlQa58y!81~VgIuv_rUkLia@A&6^+Dn0c zWIs^oP2|6&&<7N?$fW0H@!py$i(92g|I1KALFd-Kbv$)JtmGn=+n0u(sW|j4#Ex9| zV&vMdP+~G)NwuKuAO|16z&g5Ax=ie25ew^y$55k;fTk|dBT;Vt6ergvQzLJLg6DFK zBu|E7f^k`TLqE_ZMrL;;w|6GD6Ej*8BX4^`ZNwZrNsbmL=xGExnw?O4l)E1-N82Y$ z{gFwM7?dc!n-ZjVmIN8zC|-)1Vx?yw>umh1BKjIlObLG+Ei*?&%l+6W@mvRWRcVWi z+6>$~4Js11RGH8xMOJ-HlCn^vtO|n$CNWkfb%UC~K9V%-JmPsEp)oel-cY4lT(*Ahs7?DGzEAzRVGQ$BCZo<$n*J?bGg{UTbf ze~6a6*ll_RXh@!_vi(G}C@gDmgR$9#B&~i;nPZIk!2~z2FtfcH?|Al(};>{m4M)~Lc*#GEB ztQz6Ty0$YlRtxqWs0%!sK<^llCgBIoGGJ7yd@l*TK*MD5VhvJgH`FL?$ny!)i6PjaANDbEMznMch?X_p_}*alV;-l;n&N3v?@g*qg!15!cd|@_esbxD zc&YOOD$zH@cYLJP8rB%Z`lP$m(fiQx5NMOi5Eq_cgVYcXJBbsk7&rH7P3#*w0Uw^t zJQF9!;|B-5El_np-8R`QbB041S5KSN){Ag;6ic!BS3Ivg!4oT;N~K;v^TO5SvelIBICq!0Dq!0aZO zL*2jO6Y=^PRA=Pus?-2oH(2DinieUYJxvy~7c$^|f|TjNT67L=5|i&in>VWf>xKN> zhyAJk*-R4r4GOE5?2ln556sk!%ujo$Q9fW>1q0K?qh>n$n-*vxf6x#ue4Q+Zv8`8G zSO=Cd$uG?1oz>)_@zgQY6*IkwMK07unpLhiGc+NM@h>YEz)S9xLvb>32Z(Bmie1#>|4!kX4$BzhL zlvz7jb6-o6m%k>+qi4jyN7Uv)COP(jc9t_I=;K3IVn$=?j0%jQApV`3I+Hm4elt|V z?0YO{ALeM|6!!QMr5BVl`+LPnn`*I=C73nQE5>w)_0=l&Pv^7Vp20rE6!zvO((X9+ zK*mBTy(>|wEKCrOO7T*nB-c_iCFWsIk2!gWz7o4p6H>R%Cua4kgFjbdU09Ynvzf@5$>Z#M<-MIG`=LfjJC`8k?BZoZgh|eEFPq}jx3{4pilo-tL@l=r>Mr6y zBVt@R^4udEi@anXyUN8>`RPiEY`B{&H*Y1$rca5osUB-|s9U~IjgvrXg2w10g|+l0 z+UXxm{AfnqMm@j1IMi!JV}4MhtbFXMgAW7ycJ|PD%e=K6R2lW#1n9J?L0TO+@TGdd z_Jg5}mxb*t|awhjTtU z75Kp$_19MwfH^~raQ zy3?9=I{+yz1ieKg=pJeZX<48G&(LpB^&p*93^)<6xkH<-ZS&4FKYYVW{2(2{fj@;wb%7Nj{A25Dj7A<@8p9|Nsu z5D=tOfYJE_L$B8cIu>BR2Z71e3o@vCb>K~7fhA4z*ZkcA^p`5YQh-3TYXuaHHX7~* z3W1JiCj(K6fkxyQ^eva5r??D_$Q4c{<^5sg^fhPzfC<<>0IK)eO|Ob1T14bZ^AtE!VYgvtM%21oY4L0HIO!_F!po{(i-de4SL!DT=(ra zPKKr5c8oU*a+mifkf#M)b+Nc=;WSt6?Cq}ilDxD^17F?NBS80JGyQe|pWwcw7^gjO zmL%XC`Gs+}#^2gt|GbV<+HDC8b&<1%LbVd!j=8Y$&_wL^`2b(_3JcK5Eur;@;6!d< zM+@=S-c8YWJD~UY-fEyR$B~dOK!x##iP)|GeP=z<(?xULbk!{h?mDZgm)7{%pl&0e zE2_(>?k57Z-XKnErp=VQzti?LH>dis!YS+M9bN}Y2U57yz6vFAo*yuid^E9xKy~LBEft(T!eCRuJ8<apW)db|OUGJ9{`ZSmFd;{(+B z0Vj6PCPo7{isimLiLWn-H#K@f$K;B>-GKMGFkWKWbK+X!O!NK+CYRi}+9FI>c9E+ihSv$BRKJKwtmB zCqwW(>nYoQyk127Te|9OC+JbKyJ;dP&2N9=rMn*aXv8{y9eOfQGt=k1%*_t&6Izz* z@z2WKqY8cBg)I)^p5yBQ1#<*a7ui=g)O6O;=wRz&58YqQOV9NK;uYkpJ9GN$ZRY@u zS{JBAM-VUfL;Zm+j@<`l{EidZt$v)HoRkwdHQ)P;U*t-5AxT|^8@vX z2lP&dm{SWr#+-ycA+EgymI-8eG%;Zo*Vg%oytEHU$Z{sn$j*%75HibvD`v?qk*3-#pjLa>OfcKxi`>R{B$OM8i1efCFi_s2#ktxhLgkc zq1Ou4fqun7KjIgt9#x@U;`(jeKM*}%Bd%3PU)9O0E2;v6=foM*ae{HaqXv<0so)oOMjJ zv&ICwYI!J-9)0rEfvdf>YDph`!3o!;diiPHLBO(U@BUt535(cz;U}xe*Zt{RD`31X+`GB8e z^WL=gJN;@|4w@9=Q`xe_Y$LwHe6Gj7_RwD|^eta`>I1%yL#`vm26xl1M|$bt>n`dJ zHA)Nd)W+R?bSHiGhzf+7GDtnMV8e`m3p#8=Ki%t7pJ027fv4_cUPgCBH^jd~-GTFN z_17Xv0cuNMa}5sCR3OQH8S`oUy$JT@OWsKQ0#upYkq(@#4S$#L3D6FWfQjPcpUHLW z$rm>0HUPiz!JoRLpKkb(5WkNyhegoa!iB`4xtvlzg*hG$Em8pRaeOxuki9f~taf{R zurIJ@KC4L_YvKz0x(|7hK0fONT>>`cfIUSphQ;l@bmJOtbuRC#g%bVs{K!Cc!LJ{X ze{MZP*NnR+*A(!1##gB7g5d z+8=h-_0Sb*eRo|`2^xT*UYh-kx6Y{Mqm6(}H$Ug6*JAPa(*b(q4e@*r(01l-60vB- zVD!(J+ixakZKqz`40X#RXv6qE$bow@ujPq9>*;HIe8LK^ofTrx`vaiS;?(y#oF1R0 zw7>oeY(9P|v~b?kDa^xLbmBROTzUrTnJZA+T(!nQUoF4FPxBu1*Wwofuq7a#eV{5M z-~L3qU73%n#GOyAfK+xM2BDh;&FIgoKz*!0Y=IU&CO)s}hMla0+9;ivb&>hRo_5!S zs*LZ-t^iWL{RcJ5!*J$f6AsO`me3|005Y0d z1qd&3v>)~7CG_#xg?Kg=Kbj8(!gB2W7vQGL&=YfRnaSz(p-`Mm^wK%+JT)88;sbF$ zdgyw99*Fv13@E8Dud=z#!o_U-I#CkGom#I*i(4XnpOzC;_ z8(8w5s_we+u7}qA>a91j_-i45@&Y*^D>iwr0ltErL}MqJI@3qwHu9kh?O-2Gd*Zvj z`JBFPL86e%aZpu6k=qYaV{PL;=wiog^6~^A*qL1Q{yBH8b=gx#)HgsQ;j2?W2k6&z z)XD9rhmZ5S`%rwngWl{jZG0g{^P1-q_WGXh-;z&W^B!88Hyr(Xs-|*+b2ZZLN9R?ij>&~C@7$!=!9h9 z{RpU2O7Y!2bk(vk)D%!-OzIS(_q)(Gv>C&YvrwXxcE;_d(l%?eK+}}K@%e*z^x{r>y z=%)>Vn*W>$>ZWq62dYp@VlO|@#vQvKu<$8$iGSoWXY6v<*Y;@jdFhnS z25oiJSDQgWIHoqW>O*QiZ1T}l{0r)rFNL6#fhJ)QbSSaBw#Bx}6C1u0J6fXud+2-( zx-L2>MC%3+OVI1SI#9*+{y|-p&)} zYn?D+z-nx`q_eJs8f9lzSDo0_U0-{8YN6fUYWtgy+PC%7GPwe@5wuJBr$VV|f(Gyg zwH0f&BU!M0bamFA98!o_UYL9hrCd~IXg$dZM_iyT>ree>wJ~USxbYWjmdXeiVdqw+fGgoK`Y7@E0H&)sx4)InQ!7}SY)YEzjtGr98cjC*}a z?(aY?UXC18o;ZZefXcEIbS6UrTv;=^Yd1eH-H~F@z3comt_YC+>QKZjX6?%QeI@e} zL0cbfiLnKLtg$M!j|CdxOR_^wp)C$gR{! zQ|q$tFd5o|bf``8P!nQ<`H79){HRw$=uXH%VZd=3}Qs;+vkh`U}W;ia|kX^&|Qh!5CLIrk}*cqqJ+phwl^P4&ukb%|p}x z9g27D5dDZRTJ5)*ovSut&E)Rjsk_%1G{hb14f5!kTkc4Ph6OWz%#KHlJ_4w2BoH8W_(Xn&158>szR z&!pC3|HqSc(->@g9`)4<_Au5`?`$AuZ=^O0$0yfAU$KVYP&=#&BR`?{%jCT;uaA)F-?jW?_Bk@2^Mk`>k`>Z^5s-&0@}1VUM(*llI)W*Mo)FJMs40 zXsBKWQbPrj`}qM{4==B&exh4%gp-aOAgSNsC zuBI3?c`f}lx&00`FPwg&@jiNi80MKuF2VnoBb`}Cf-N3O(l?jKu9fLQ+&%PLH&1ShnRfU7D`n7ZvZtT z_7!V;!Zn@=Zu$)SJ|>U*aeZg+GCzI%IzZ!Q1#8i))Bvt|JV=2K^RZERfWdc4$@ENI zL$HHd_N$TJhC0X|D)E)8W`l~i&wY0d%jTu!`}*jh!G5Z@0<=SPur5#K`i>{pU)hiC zW}hB|t^c8evzs~p4p%;C1Qr{J8CpO-JZ5q^}PetC=V4sPtD`7u-Y}sr(*Uruc>cB$5dZmFuCqN05zKy zre6KJmw8-dJx`5Vkr*;!pFZ>jEzr+#BCsxptsKDuMg;< zFKvT<*CR-~MjCWSAbMtg#jhB(BiE*06Gxfwp=H#}$lQNHjbeYVhh_h!rGBIYmARXFBfzuS4Yh`Dz@+jtg!`>)?uxLU+)pJF@q z4&VR#-*mcE#N6(H?Kfe}BNXvNTo6J2`+2^0_ z(ABV?ZS%4)uSg_g=C_D(=WNNi^?KsRSHAmk#>}q=`Wt>CMqdZR0uOGxmrb@}Kiieb%!m1J_fN@!T_TycYP^<^36_pKbVm zovq);v*me25Ifs@^Nj07%++sX+_}0i_ud&88;kLkMe(-zg<;cB#1C;n1aU$fk-xV2 zGHkRnD&y8UADs^Po>Tt!IXN;XyYGJU_tr8Podm?$*7Dcu9ziZx^1Y6Qqo*+Bf1hvO zvqj84vux*eVVu7==Q7udn14NEJ2sMIBanYSADgfB`0i`=jAw`Z=a|2W&e9TX=MUv~ zeuxY5_tp@1zKFT>dfOOhIM#whA`wV95{85#euxVqh!f(7*dunxf1cl+(?!f#CfmmT zzyB_j-%XqN*T1WCids6{_Pa>V8-au)VMr+AhqxeuI3bRRJz|Ia=Q*Cj=SP0;W&YlA zS@D~)-~A?>@xzc%#1C;n{@z#(vBBC^wsrmeW8KhQ)P(=-*ca!}=L*}g5f;{f2x4b@ zZw^l_VxHXB_ML_GL?RJLI1+}0B7VrzW>fRdzK)lr1;t9_}BV=k<1>(IpfxIfu4Tt_ntmud~-AP zzj%Uee&P5{7!r#3Aufm@PKYC7kJusq*|(~bce+fmjdh0KS&&F10trXLkWj=AaX|!e zLL3o$#18q-WBZa@-~Ep@>KHwi`J!!JVVvWCpTll+@3$x8Y+0Jze>*(m#@m7ZyM535 z;jHtYt@Ro`_*v8c8(UVU-q!qHZzGuJKcDMsa^S-6*GDpDJV#<8QwHwCXQ4~Uz&+Lx za_;WKHrx22KNmz0C&Ur4N9>UQ97`M7+vd1g;4cJ{15x(*ZqE)Ha_{Q;myQ=;W-4WJN}qvZjw zmT0S#gBoS$sWkD1s-wwgC>fIDB`Z&1&Xyxa-UB^u3xuKbS)LvYL~QDGAdA2QE&&gC zXoT_u$n73(yMM_4ue+zo_|>U$0VqU7y?DtB+_+?K=peoTL%GT=@ku;A9+<(hgFJN= zc*>5gKnvCZj|>Oa%Wd|xCz|CQuak!Y_XIlGfw8j&L3t7YtoJ4~1L)dVABux_z$$@F zTwKhp_M?Ca1p^85fH^EE1(dQnKEY>oD+58T$XxmDc5d(A?+%s2 zo>ZBbFGUUk1Yrwl&ZNonl@;0As2UhV4fJYhnFM{m}zDI8@szRe*7n0J;hYOXfjO z(642p6!(aeeB)x|`F3;xv?=;m=8TVQ+Xe;0a;Ps@LqU9Z++^S(KLXW2ucZU6avQ3Z zX=!N^_bFA{)Z>ZIeG-Y&SUFyrCx`o6B+q+ni4J~dj3G0CjQzlqiN^tB9AlRJ=;Zb& z;2pdk1P(TR5R@(Rq0|_dD)UaW#=J?gJZpk%4~dm!7kF|sb}jK6=f>ZMxMG9G_%#r* ziMgN}01DT@Zcj?Oxk zIpNC=_;G&X(;nCg`o4{y1y4+uqC?WXNT328E|Sek^^PLTuQ2~xUmtQ-OU z)c+g4wUM3b|qek%dR3Ul1_CP}7U zPn6P|f%>0{lg-~^#0N;>sLS{a_9|Too7v%Wz)wb!2eXh5OIdY*BTaz93fT!YT2u|=BR2G(-~-`N1wz(S~cuwe;o_azkA6n}+h#I8w_dkFB|wJ{PloF`s?0HR~Uw<4g+ zSOnx}Hc)Wp)pZJEPojn~zl-CcM(Pi=s-H!CdRk;;TYR#XMY0xyZihIn1T{(yHPo2-&@thMZHSGR*ncSg zxQ;pBIFTmJfQ!nH_}$7R2_K&zZ|}uPzpQc6>urpjggV3j68V&Me`&*0xr>s!UqLf) z4!EBgpF2j4I1F?&CPm&%N*0H+(3;dt5VyownZ1h|h2DDMBU4?;FXXir_*~rrtUWW3 zt;axdfh=x2P0d@EA}!u0Nj2!6GMC{=;ZTL7HHnoP?eN=W776*|Prc^>a_1ev)9YuN zB+npVhdqILx8?uVK!ed!C-PQ9Ad5|rEzm+tr#70QkGKIO{#|L-^mB~lGZS|O$%{{b zMO^{9oXoLDfZQ@}GUL_-p7sIp!q=9~vqE8%CefKv#d&bDEcb)*>MZmCnPVkO8DPSj zm>an>a2Iql;m|~p%L-t_%0q~C{No6@*OfT1(K6*;Gc zYVQzZqMWTBFH@{BVhyuM3O-=%1QkytP(kL3!(Bu3=|-f#b$>Nw1eK>rYs*omI|mPL&3uf#;QqlXVg! zk<^pS?}@AHoF^4XAUeKr7)p*k*m(;uz_sMArNkpTDoQ*itcjCdP`KT7jgehHTI6v- z=xeN;cNLJ-(Pnvo?&eTupSJ>1+YrhnC-Rj`tjw8ak<*vSovdpFc=Oj0j z>J9Y?d5~Mr<@XM(yF2tde0Ct%BHI|d4e{QS9Q4&2C}&^J!}pcRnbnb(ovAn7t+IX% zJ>$0&Y1Ax5PNgNu+^LB&EI2`)^@*43z_~vgf!{;%vk_=#^}@`pE0Fd#(Gm-^`3e*V zvw_#21U~(e^=w^E4kq8_!4GD0j>c`E$3UkI>T=#Xyf%R9rBi}TgIY&N$I0c6v9hB` zjI7NCH1~x`3e+{pvhZm7m?-JEBub+8N6EJ2C<(GlkObE_sl#0A5@W@7;a5F?#%^6iLqo9UYL~#5wWO zsCk^2pcUKg79-cNcUF9(JoUuqD3IRS&r@}A7V_5UE>M2;HOb6!Ar ze%d!x!m1^UQ=SBQKQ>lgq(S3@A2*sxzbN>2X?otgK+dyc)134e`Jl`zMm;MJgF;N|)50G13ly?m3G5gg>^cN8iTpHq`>^%Ua@Fli%^dslL>TVZ`iY zVuBvv19S!lfzb}6$6x7;9>NmEbeEhw$08H2(q~e`oCX6C_uv&j-iv<~?+0B+f3p;G zC1#O1?u_Y0kGRGP?Tl4w=T4Kc>yxF_!FU;V99krN>=QX7a}sdbD6>RRFB%_Zyd&%t z4g$s9M-Q=+82p)WkZW$#b5CH(fy5SZex3LqM?TrSnYw-w8>f?hh~=+&tnxB*np~Zp zBJ+Xo_k9@;rDBZuy?`pP8go8N9odb|fS6YYBLAM;UwS*XJ7AKHHrAtxbcq2**KZuf_ z9!1HS`%zMNG1Pplze9cO?TCI$VNZPF7v9%mO~=TQHycCmgr7Ab?yl#gJ`;Q2h`m+B z*{ed(VewrOzE_Xyj@?Qoq!VM&F|5&5z2|5GvmMcp|dDP+}DBb1%Ho*dL^+Ex~#|?c`6AwkYU5i+kptc*AXmC|eWPfO|X@P}}EvUm7nKr8&bIQx`GP@`ba&L(1z+8LSO zDy0}};OrDB-WsaD=tME(B>zEuG^Rp~EMZ@AC)6S>+56PRe;saIk5$XW-*N{js#aa%^u;*8G7Bfj)@b?Ld!rr?XmnBPA99G|Rq8X8L0755u`=>~e8 zxh9#7AB`cW=g5LD;}@gzkpJ+z8|1ngwHc!^bQ&wuC2&l-l&+jEBiQTgfcoOfm{cj$ zBT06>kCp!6^lQX?9T(!ZD1Gz?{N*YB^blIs2lxfH>-{U#EX?c2_a<5U6>1sk+Cb<~ zZb5tU?Rm81c#VHT%VU6|r#Cul#^+Ide}vZo3O_4n7lBDsK z1UWh^UQD&<<*1{vBcVaSXI_#=Z&QC_-_a}Gqpn)9VH`O=8EAd1RifB`^m>#gk0+!` za%!?3BWfA- zqhD+Gf1RPpn20a3Cm7Q(O$L^M^56u1JuXQm!9+JXw+4*eQls?#Z5YY?}19gQjRp zqBMRTE0d^Ei_emm2Vuh&tho|?Nq(Au94tposKWlgE_8R~!H(!4Usv{s2h+u8F+HVg zx@4}KE~9o>rJwd_v`nVBsc!ug!K$B7%L5+ z_q$GiHsuYq{Um#Be0=+It~IS-@3fw}vz_ZO)THW(?1Pw3iyPEVuAkJa$6gru$on6V zAm&$;xh=SYo~R@42ca?H{JRcQ`}zMQzO!A4zW8GZ)@yGukT%_N?4m0tCm-HUz`(Q&i*0s$l8==l<|3?aX zO_p4eB$p2+$m~J!Ql)X66vfAfa;>D+5-5NU(}SKP&V4zKSiNu*3Z{Bc>@+6dbcmK? zw-e;xpalB&czHBDPHLtR`&%rM)-^7JQNpLHuzA8q^r;_xKnYi}!h5gY7`cm@t{zufTQ_u&-(W5|( zGKalVx1XT}oXfS0q&RVfR=6y->C83G{6(QiVIQ0gKi>G&EG^&Dw>-zrw}}sG{}u~1 z68o(@3?0hSbSdSZE(M`R$-mhuoi3%xFVGOVR7#fk<8g9{{afEcT;rq1ct3^xAU>Ae zo1VWvG1{9Rq6hiA8`o`+3%uXbiymVhW3d-H{J|V+q{EjbsoW}Ty@ zWV0yw-1DS(W{Q%p<)b8Iyj3b--}M(#42Sxd@94r>8!LT|Gy$ z2V?Hu^mK=aw|5oI;)w6eE=2!?Z@L_|N;4nEs+T4Qzof9QPnK|KHSOEP%MZWDNKUT3 zHs$)mtW>Ux&VnM-2yGQ>-`<$(k>tfW`H6>|T&v4P&o!HVC!1A<#idFo#}rB0o+u4Y zLzA>7Mpg&VC%+~aV2i^W*_$ncif2C8{$_IB0e|i>o_*Q~C{seYPDCEIzZEa3W1wZO z9xKfv*}KyNPU1J8sK2er6+bC`Z4;xpUZSliVSPxJ{?lkux3qp{b-0%na^j_xn;Z~x0mPT_HjF;4l=M;G~L6`kCqG_O>HU(+ffM9j1X3)gU z+}00N>Pa)83_*-Ph^POK1d=cnSaleX%t=5a&h`Pu>#8#+y6Xt2I-YgpDZdv3byx|5 zo&;{)5SYoE^G1#3w(~o-IRYK|+>Tq@yKsv<@RNl=1={mITW26^***2dI4{i<>Z^^t zgLD$N`cE?Rv~OP6K^d(inJ6E2t_uptnxw1vt#JhQMx} zpj4;}y-0naY5dgKi2z(#~DQXPT zde?z%hCz?g&Y)dCLuZ1m268+6`v7QB+!?C}^d}vR>d3gOfCBThC~YA?QRQZ z{mSkCby-g#^gkMT@eN1||F>nWw}55+jBG~o1ADj+OywkSher63^;MA0145Pg5ws-S z?%y8xN<&}}J^B7^8Q?G2auif&W>BZ0Jel^8QC9<7_&_|A=a})&jarY_(Lmpi z0A;Ag|C82v>Dd;(y3Xvcb>joo+$31jfnrBpVT?{d!`Gls&bb_$X8nwwSZgKLeH*dQ z1gv5Tu+_}&dUu<MHIkt)Sr8 z=A-2b25K*RgRa5!rTv$D1dG`vaFE$DHH!XW&Jny@2MpLo>6rza}~I zL|$lVY}6=wT0`rT$xoYl_-loHf!g9+kWRyvW8WKeKQVBBH9mX*n4JkoU@TA{>|zC~ zQ*y6SOQg7J=2~vL*5t0$fyjoY`s(mK0b27zkk)h|R*CzNNc{gL@NM+6A3ZI!hnfMK zMxd`O=<7*N;KqD6)UUrj33S);2R-ysbuaCi!&g^D2I!1~!D?;@Jq6>Ge8^gJk+bmm zi`dbVTywQ2(4Jo8Szf2u@)rH3B|?{D0Qsl zmCMjm01ZmwwF|NP<7iKv(iS)-6j{!@{k2PlAnoCcuK}~Vi|_X5xK8}8>0P77csgP&=ax#e&~1d+#t=G#h~q2#~1QKDz(J} z9giiqy+rqQu<<7JGZCAVM&4d=)#iiTbURNn&wbrXZ#47OGn@RifFVeylmxQ*$)G~+ zS$r1gG~?aF&q|_i{}T8E;>!C%iYU%9SzM?smb_0bM1nU{l+?*a%@$9s8E8ak;qj)bjO&*-RR@6 zYk6#Oy%f+*=GhWo%ZV6>|L;^Kj4_4SY`fo8_wqD$H(-$Eb9w0=Zzy?c`|0S}{%Qw} zoy%{58u|b_l3WIDPtJU{1?nv9mz%X@Mjkb%ccfm8#tv=C(}Ocpqd8|g?76KHP(aS{ z9+`nOK(+w0Tx-G)zXs@UrFk-XsbHRvZqQ-$P7&B-5B6^vOs_B(pIHs`coFlTgYKd4 z@+%mmsb8QkdS%dT*yW(WH+FcU4ct?2AZ71sLi3nspL#gLp~Ub zA7*EsiAHMfHfT9^)63z%vw@c%nT8#X($^jULd@smk-2-JFhS~!bk*qNz!}k#*RP(M z!^c<8Lo;-5Sb(-p3DimFgLKGNsQ%&%>gYy)wUOQ^o_v9ywxo}8c|s0ArXsF)nBzHW zX(IMJ$@z}`3B!N&%~NlW_15i0{d8xmKow)KT1(-Jt^WMo=4aT{E<{&ChjJ$y@aIg> zNPL3k;uW?2@c@ls+@(OG9iet80NsN#@bck^jUuIG4d_((yimyy9a<2&6ev`tw{q80 zaUMG6i=NboG zoIbsNFw`heFV!0CtJ$Up=-4#|9h?(8^L-(7+~)+jEryyC3$04@0Ihfgf7pc$)&tjF zLhNGOaua%}Yui5RGRa-%d3fr*6mKn=?63KuYkOj#k0kz%wkOsDse_}4p^5AZekA^W zAm@(9_s5W9n9HMKArpH3uJ-{E|kQ3iSCBbX9m%v*e0_ndF-2E)};~Wp6 zt_iOmqSc^*NWx~vpzB!2XBVOJXa=ptE8xq6H+0vjkNWDRb?#caiKo{4!CR;8@YA#( zgY?`{gZ{dQejZ(Q-atJ+0}ae0#>Phyf5Uz+@bSmk@;32unSBo5&tfj|e1G^U^SO%- zFR&)o+=}>JiB2>GeUBwx(Dejl9s2G#id@IKBKd9*v<6k1K&#OX+8*Z+-2i<>1>W0e z4!$)E(TTNy>_c;qG67l>Xi)}1%W)h^j{8GGbP+TYU7$uuf)=GOpWO=$(F;&ftmqY@ zz50geeCSW|_=ac|C@6dbL$n0%zxIcQ0$PkOoXfsFV{{17!<{*QUDa!cn_k%Cp`%-SX|Jc=n(MBw_RkTZb4muO*%1mhXj_Uyjpx+X2u%_7mSYWt zsg2dJ6M1zU{yM{n8q=Vkmb3HFXy|?pcJtBO(}~&sfjXC-X-+SrPAHG94%2_Ur3SK& z*3cy6h8|&Z5$J02q3u2{69i81*U-k0SJg@yV zC`X{qd=Ur@X^{4_Gw5&RQKw~4n=!xQnaG=VTsz21929}_2YJ@gRol;Z)$|Z|^~>g| zPkp@A$XcUT`0L$!P(6(d(pL2i`q&-1j0osVlc2x53bhCM@f~}w?9{d2kPq}&<*ox; z|4J{$eq<#zY&7w41bb!2t~I-pykE#?B@H3E7aui3i_#NXpBMOGV|=sb9xn}M zk9D<_pSqv$*NU|Q_00-$+8Fla)PiC;$VY|9mBq<}Wyp`^pmuPif9ACm`FGU=SG`n) z{Tg{O6Vyv#<9zh=IX{(HC{Xdkh%(f*5c1;%{2PBemy6>IKyg%%T8Lc8PyWhHUdu_3 zHP2NWH-qxvfV=7pPxZ;|qX(hSty12SEl6xnfnwna{oow>$#VnPyG@0cEX%^?L#WetYH1{CtFgZ7d`j$VQcu3{^R`zkcHccRYO;Ej&f0jf0 z^Nzh!>D}yYs#1dt(2dOGIvZnlUG`_cGm)Cu1^=uxlH-`iY+ooF+CmN5oa<`!u}4j= zu~nl_isgC=`FcFL-77n}3o4ZL)QK(yLbMjO;_Me_BB(PPe!(ZMLe00xO{>oG)TU*i zs8|R^le51@IRvTKs$jhYmFehMdZoGe<{jemEqzR0dan|kvkK?02Xze!0&>rX| z{GmiihQ@_Gi~W4AEpEmiuzgW-V6cVQ!3M9;d+DN3nmJGli_xpFmNlih7E&3XsLtA& zd8nl?IbyW8M&I|-`SaNW?lI`?L#H`@tLLSZ=H-ABj#9-!x@bNzEW zb%UH%n4D3zG1Q73pnd7VUZ4-xAJFvyH~KesdJm*7@B5L1XPLPEL62Gj|9d)uxFPRN zyvOeo(4Uz;eVm)N9qX?Brg`e=tvER2-fv!20cB5eep49|8B9Dg3@Fg zdnSAGj~n*t%igIez9ZOW&L>yBKiy5g4WrNWrfx0t(W)E$^m30t-J8mF#PtU4Fcg{< zuHEkaO#Q^)@=;5gU@IqNAn!kt&z9xmI#w`y&`s`|k3Gth4eZ?`p@Ll-2 zB5v1n{BZR9343L!#2y^mZNi4fi<1xWgN}vSSNR6$+~H7ur3C3Z>aTNU_Pn>b_M3w` z%Q-Lc`*=sLC2{N&q#*C#GUk9kpxgCv)hf`u^sw{R^8@Jh+WKkk!~PoQO0B#Uq(7E1 z=*2AT9Ye{>^aLd>)G{l3qBH1-7&x0oPmsuU>RwQ+>~+;G&hA>YC6qA-ee{EepROD0 zuhGW>bWr6WJu@~~za4{Gh}u4NB~;nu<45SpgSqymX5PIEeJ64HwO8D?Or5y+|L>q- z>x(;>e~WhlR`B0L2__YGFuz!1J0`*cE$CqGvB375Fdz+~h#%sD2=d?0GZXX7v+_UB7UOl z4ZHTs0K1lCob*|?d0CiOB$6@nb3|`h7iHXfn=oEf29CEBf8MY*FDe zGH^Y6Sx@Nq^<>QatmGiSncw}vwtnRQ*F_ZPx|xCJTE@9{P0u*r+lVjc{O-$P*fbRJ zLtGF+oDfIkuWjCdb*`PAar5fTIy-*P>;LO|W)!qHP0^1siwYaa5vhixnu#`$}5KFplAeD||Rj*US6`Fy^izmGrJ=3~!zcE}xk z+k!+OVTd4hw)f^boPX4J`-k#7Kg0$3duy12E_3~0JKq_OwIGp51QL#fA)$yL;(`d` zgg7Ghh#hi=xmb`0+nf+V>}>DNKj(EYH|43G{QrOboio2{9`M({3(n`r`s^WBvVOr{{DqmuvsO9XpIQjP7GQ_Fwg~G`oX&V?*0_7SP_l9$C>S;UXU*{gl+^03NeJ70d-;WuX!@*plh3&ZiZVtsb&k-lv z?_D_0-#b^eY!2pj)osWA^;*aATQj$8|GTx`v2!qg&2IZH3_A*9hlH6g@cHKNpZ}|V zHu7E0Y~ROY-r-0X5{mdCe}653(Uv<%h<8!G3UVV zeT5@q+aq?!9du_w{#9pX+2g#7%s8F-(c^u|z@Bk2KC+-z#?7w?ebT1yd*Y0<=RD>Z z_6NZE$euxVqh!f(7*dunxfA+1? zs?bnaps`|lsy79X|Gfa?PX zsIg1F_aYI@H5>^;LJ>dY@6W3~eZ$g_jI-rZbhM#c#@KQXeir<_FFnKBEJ!4hG3#DV zzqs#vznC%OwaD*azB)YP^ythru4bDuZoI7cpJRB&jn@X-eEixw>76Y`HcsTp+srQ-s7a$(ZcASUgzrb-!rThqY!Gk*p&=yp$-5-bzrwyR&NIKyaoyk=DCqu?Oy^JEjIa2 zNc3ai4Trd$|Cd0Zl>yw!-#tbeod*6r{!gg9GjIyI1k41e%VXwa42B-Ujk$39|1fUB zpX&HH=gctizPC|0=DekV|eKD_VHk8^Vie-j_5 zB7i=?vdDzKXAz-RjK#PnuRsWbp0)fDJ>8z2WA zxOE>0LNh+QSsQ2%Fo3yLfD=>%LR}WvIxt8>=QPZ_q;v*7pc_heLayZ$JzxLIEPRfm{KVs#(S&mw;8=`^_x7 z9s*G<87EuPfp+ov$($C+jX&l7WR|M0fG6ET&!>S&!~^Y$!fuD5lG%Z;YysLbI7TX0 zijfEBf$}hq{rKc+e%lHgxiXIr{ygm!U9ADKSgLnC>y4ESV}L*dYjMXn#_|0X=61CX z@S93N=vi+&gUawJ1&wORRhgjFCKdc=9k%-NZJ~xI6)V zu@#z@89*mS0mT}C_yQvae)74#RmRt_$|j&!Yn!J^yB0|jyeM84%#M|__(;uT7IEik z$|vy1BJuK1)on6K66E^UK-MP?wOabEY18bcC)OWmDBFC9!3i5WhRa}FhAXyFUg*8^) zmn^}T6XnB=cscI_oarGjO&5#w!mj0km+bWbLWJKGKt~>hfd}W}H4o5{e88D&CyQS~ zl3emi65qiIvMWoxG`STkYwpL${-QDBJJKSif)?p=6&e%b$Ey#JL?^S{1wxaE-+8nG zCJ!~r24K-MOQy?=mR89Xl?F9Vs!X;^kpfeJOEITryMdyv8T|iYcl@{u zzK`4@j-q-3$;Z~>#u_VHWj+)f{YIvW9Z;N9D^KKIktmruCy3YbIQd#LRw}--$X3Rj zNq%ss1wBB1U_M!i_0J|52-K`XCf3YaH}b^xJ*%zK6=>p$NvSenM6$f*$-a~K03&=7 zBLje2&#PvUiszwgIRNA-0;(Z=un<16553nPivJR~XNU{`epdPEQ=05tl_s6Dkf%qc zKoyiIx5~%LL?{?+^dc_!a6X{fr56IZn+TkX?)sCz#oo70aNS? zP^t7(*&CKD<6b66)dF$iX&)no4i@S8jCe2s`5|8BV9QGLh)?FV2H)6?UwPph&GCs% zeJs+x7x1cX^S`;h#oQLm4jZ2kvdy*s$YO6RytYmKsoNhl9 zGyN>`9LU$@U&tvj#NIaiZYeZQ_;CmPxCnlni}R&dvWi|zldnzFWcs!gc^RD~J_Qow z`P?`On;I)`Y>>2J=rbK?dibCDv=cs3rU0<7$3V(2Q)4axJ)~x}S)L-ZiX_X$Vu@mX zg5TN2$#dwM`jczNvECoU&|^!Uq+J~viYm}ul!U$sn|cEgya!zA#p4vo7m^~K4bb~^ zOOm6{6QE3qlN+Hi(vkJtz+c~D|8qxyUM~cOG{Hnp0ID2hlJ-FHYJ>nqB&QXH8l@a! zd+$VT+*8FO3(8w$KKaZw5IT!nP&kpxb36l92<$cKHk2c0P0}5hYmbSo~>B+a(+q-$WENx(XzHv;EeW))$)El_05g9afTNbP#)ab9(dmzOW8GiRaw z=t+LRPkiHNTZzdQ3g9@NsPkxN?OGYoxJDi>%Xt2Ui-($+!hweiGS}og-=r(u15l8rN&O& z1XP{%%v%d24jUFmp00-eB|c6@&>i-txwiHk_aueKE*M&F0VLPtWbPviH&yiVh_-7sqVKza+L95FL2uSNP4vB+k6 zqzX`F9H;KBB-j7J|L?yL2hXt?HhhG>9z5VYkAdy7mj18JQuZS?fZt5F1C}`*P%h?gs zGavNC=WacSf9!L(Gjv6~`jR`(bg|0i!)bD+PpahbN|7qZl4L{OMA1+2viW741ZRqq zj@M&kLo#$fXQ>M|xGcS%e;JcJDorfZ1h(JOBze0+fj|v^GCdljg6DYy|L247$ZZ2EwX$Gely1;1)*HYF)muhRg9Je4$+cYJzDO! zhF))Nyi}h<-t7*w7#l5hhPn#4e47d;xm^zWq+(DJ6f{ZsLMACu3CMe0s1rW0_D}Q@ zWylL9`J5iK9JDKz%+ca_B}#JMh5~||@oXBD6J3F{=ZlsT*`g)vVU%2k8fE&rZwOUF8MtazR z_-FUF^mV)z!$-G}6YmA{N(_ykhEEJimm&?)rP*ZQ_E*!S#QaqG_$E<~6^@fmKS9HI zff}#~xcG3O&Gftv@vrB^Yim#F>Cksq#(FWBd5$C&$1z8!QO;0r{&=1$m-;44EU@eB z(3s`6huY^Rdj#S>F`B$_jJkc)EF+OU$UtNf@(r28cO9s?TS9mx#O%r&7+pA zCT?~U3*?69Y2>`iX>!h-DplI2NL8OCNi3frW7A_K20iX3my{*{Zv-A&hFrL9A5ScCGq7>5yU@*%1D}kezKnqi1IfkvU$O0osn{1kI!3)HvfCsAHAG3rwfpN)@}I?2(pB{f>6pN^J4F0seE z21N(7C>5brdI~K{FK9Y~Zvt`8&w3f}b!Lu(c4OK5Xz2+p%Ga;a@&o7CQ3AiN44oHa zdsa0`OWyxN%<~8asaX@cj{5jFzWz&hs6o6~_dxauUhKIpvF}}OlKf+d!+}tO8lnH< zb?R`F)cOG`rMXaHtYIBHIfl4s_9{g-lxOebo*)Hx#>w63vEo#l{@uwUg|Yj@?NA2I z0UnRfbqN5DuJ~s*dY(JPKj->!mQ}jvvPywvsZz0fiugGsOa4PZpbI9@U&cxIiZL>4 zkwr>FE!OV}@c7pB%0Q`eFvp3+_AchOhTM^5rb%{QfFc7boaB;eGOA{(JnNV&N1w&Z zn&cR9YzM9Z{p&oFWE%#>SRi=-2z4&jxHA;pkcTF*zERk}6ttz&PoaD0X_lk! zM~|Y#0a_2wNl=JDNz`%z^cLOYWLXf@MA7VN={sr@6HneiTQb8W6WqvY&gA~q*g*Kd zgN>TXDpxkA$%%ETBGD<*s#CJmbVwABYw;3%E>0#ai_)^ir(1Oqd z^nRSH7&WIHzO@hkSW=jtqBJ(E4#h?z z&d)shLXC2V_~_)AF3a~=CEu$wxdaXBBlgI*p@SQ<3hK=R^mWvx3B}ppe1_tMxRa;U zl4o2G`3<{$gr+qMd%?Wqz#`Q2J5ZiL9n%vU6dN_q9h(pGn)h9__`ihO;a4agphfBZ z3_qoI)yjkq5(7J^M@OIo*i}D8rn^GV*djrOG=gRmI)jDuB?TI=Cn!aKo}WD*=exd;+b5s};(XG+90%RdRJsk(RMZ(sEIvyzY}A&C15h z{I#*t^qWO~9|R>XHrn?Gu|U4~MjqNT2D%db@FaE88~<86$tth2TIEE(G}(SWMJCfn zZ!Qj9ZFGVd-$Qo>javs7_LBJJByyk+bMbfxU5E)9q8;?So1pO`#xC#2S67n%s9ob1 zLF2X5Bu!UildaGi9m1Dmp$O_=mGbM;B&lzz6l;_un|nd!ah-kdBkVXG>X1J84>i(M zoBpN-@mLGWB6NG8C4F}nY7qVKOKQdps8NnBNtfGh>5{Kjy0m34{FHs&yQ@&n_$EsN zKKjy*{_qC-7z2G$HSCgyT=xyy9dxk~Uuj@RUd_%mv;y>R#n|hWqdr!I<^~<#PR4fI z_$~AIXH7OLwjL2CIlY~@V=d2FyOH1Y?H?m`K3lj}!u2M4#i_*o<`d*5?04yB_WV2O z>GrY5J`O!Y66Zh9e(x5sLe8mxB-Dkjk3C0u#Qinn-zRtBFF!E$tQe??EhgzkT`5f* zttX}m^Zml#p_{|UYBz=6;m1^2b2V9ZK&jicZK9mM5GSj0#LAEtF_LnMYd+^#!)4+D z|8pZA-(siX#Qg8WiNVR#Cvr&B^-yNMNs|i!sgm<fW-q{z;A@nGN6o$GQp z3bH?J1!WU?_Xp~Yb8o1A{lt@f8~yu<9_&-Q6SGKkPxklt^K>_S zmhY`|xi-RHsCl+@xjV`#;q)01In!h!J=cZCG19)>4^0R9UEc z$?w1JV*ggpDx>Yvf1-cW%2P%R$n8K|n29mu6c&AM=TEY z?hASV{CGEU*pz-?z;%<9y+=<3)ndbKX<|1!RmwoYoOe-@%yCVWN9cG4dz=z^V#P`> zx{{Ua3Dl}3jA0~?JfjY7nNIIG)g+7P2|S3!@6;%x%jmXm+&1hg9L6ZZvqS;8!&)T$TQv- z;8ybo+$J8(t>afqLbCwWAqnA%0uUyn2J*Y-9l8CSb9CU={t#~Q-!hP=ZiWC~;Wq!P z-i&wMUtJCbXy+ina9+<02Z94sAlV;!lHfjC zX1S|2o9?0OmV0Z(-u}9+e~`{-W6*Bpp&%I#JRlm#_#>dqc^CueLj9J&1DQ`^XCNoY z3TL2)9r!G>r}j^T8s(s$7KSF_*?ofstOtgF6F5CODrFC}l66gIy&r);><12#4CJ6P z<5g(O8rlOns>`kPO}JGZ=ueG$Mqq2eba@}N!k~|U;oa&1)O9{_1F>rlM5Q&* zn=VF;#*S^e@pN(JDbdZ1dW|`}c;ch3W(Rt7@Nma3j=@IoZnY> zwDs4YCIsriAA_}{)u30HOCQ#j=`oNj*7X^9L~YhKh_%^hUm786ct038!XzXDIgh*t z?r<0XDGA&lp=+>S^WfJ1kLU!wdjn0d0$(Xo8ps&1gc$tpJ+|C~9X8bgV%iXh3bvTI z)1bStTeB+6pS88x06hxOgOcdDKXa)9%)*=VpF)34!Bv#0y&xpM)!5m?J;V0t;DfJD{=@&S}%?s}dQ&-t!# z?3#DbS+MT4oGZT_@ExR;kDHEo=%#g^x@)U!-ukkUzxFE>r1@S2>*@~%J?m%uPT`RK zI*@#HR2ZGuo)$j37CHiI(+wG28(2;aAT2lgY2&eOnk|!u?mFwKzoq(UvS)yPh1%ff z*4XR-Q0C{*v!K6pV(@AMphqo$fV3v|kW2XO03cOOn?m0JRK+;TO;2p(DdY=1^>8*H z%~jG*xB3UDTY+Fb!_$Q85RbQ4K-qE=ni$q}Jtvek#MH*zKxTlCw8#t`>>KdNA>MlQ zowp7w>8s<%`0Geu^mShaLNyblt4u(n{0!8VYi&Dc_wv9cM|)D_yHtI!kRGy90YyM2J&djjqC zAr5`<2jrp`YXkaI)fFh*h5mYzr#63q)}z37FFgWvOC|AB>qdXw&^}O&JA-uQ6LJq! z1FO7+wx_{wL|=KbLsgIsNMO(Y`Zdl?FFJeZ)QO&2x{{B! zS`(mIJq%h8=!+2>?gzee2OoHj{Ve3F=3U9B-5IAFu|W>=A@|t+N;h`b`{mqqz;<_y z&EutU^L=&N>;Uc9Cs-%uhT3KqkZi^)3N$jFI9rHcl&lU6swz)JCa+~K2kaSro+sY2 zkn0K)bD4PW#`%4bf>t6p52#mRfAZcI zqyBt>ctQtPSo;OeSC5#zjua(+?@=>OP%|70@YMQ_u3D^+o6b4np`%9mpkIG2(=$-( zxdAKk3D)p2z{$%&bA(+c|46>X4)+d2O%eyh(n6e^Fsj!o8b_Mx_|7@f-w0eoHUopmd5A6fJN@I6#?QzjZg<9}Q z0`(FQ!6T~;dX1c3Xc>^H1oFsbVt`m!MZRc2PTW9lwA{jn1qfs-?Ai<{8+plt{8S(P z+GuCYthrb#@`fc?6UY-+@P*shVgWEOX9pl^*LjxlapYpAD= zo$Rg71AVpCV%Ek}*u$?t2?C|kP-?-|v(yq|uvI~zn2hxbv0}4_g@BbYzF-6E6jz-{ ztZy9cuJ*ebdTaaVcDdzWC%H_4zmzXEy2W?z8mwYY86eB=iQ z=3*tU*?igt(;dh9H(J9&yup zOFguQEgy5vQqe)`l4Q^{Y&wc@hmao&lh=x4i&$dg9`*h*;zI1?YX_{ESP{M}-Vs=~ zd$7(9Ht479?$%524l>s9)Z|SzUN#9>d7Ld(S{YMt<&vpEz~`!q^*V zWPfar#FNi#v`3%$yeV`2!g>P8;in4v0HyTR3EqJ^n|Rw(7`>w3%jnXHbzR}ui+%%i zY7py0cKZ`&5s z&h!F=N@8muj;=Rdb0-l)fU zTk(YUU}#lF^3;1^n^Om(mq4f+QUi3<-9U}tY42$>sU_GUtPSf#$6K-aR`hp-9J#=m zwW6OsjN?U*U=Q4R{0yLz_~K;hV0V6>`~xvJdw}}Q1Y%o|9FDIy-vHg0nYw!jAKZzr zZl&kg#2om1HBXE8gc{{z9(SF*-BY`*_0jxm{d8lA06q0FP#q`I9{@S6@C0hSVCpA! zN+oA?BUU?-KW1Mc9(eV-h>zWd%Ih39Nq~am7*PBJ=p+)j?=4T=TGCrXd->|iRRLPx zEm)T|ciIo`Xdx6{k{-8@9^*EK%?)|m*2o1P(3^aS{_(8M6V#r zphdCKKdh_@WE!}6%@QG68EO;{Am{6HxvOc2hhClNrNe@K^;PCT9keJ|s}!du(jSFT zhf+MrTiC&CGJAk&*mXMRn?fy`2*tu^VtW{|>gGeg<*iODebv`KP;;0KTK~RLo$=|R zQ}OL}_{T2l&VKZd^xTULwsSmseZGwG=Mlp@dT58yeRN14clCqLz-gqn_Hy^vux!D) zaRB=R^5?8}=nH=j=bUfG5HI6^nUBR*%x}j~>ev9r3xKY}2P&IS?z%0Dr$*iP(uw)} zG!SZ(jY{qzmVd1a?L=GVL2Z4~13zJ&nR)%l|9$bFK>TAn{$r#5Ih06V!cNCypx}uj z*B&9x_W^m|hOXBD(_Tcp;X|{%JTxTUOG_U2(c)=-n)y<+XCkMKWa(J%NZHY;J0~|usls80+L2uD( zb9b#%s-LdA;ja6k_!>9NTPHy`w7@k;KLYFCN`0Ks5go5U@A3Ez=UB}7O8$yHcy+q_ zCoRec=JSd3PJBtt=DQ9Lf#csKhcKT{Y3%o$=tKJg#~(=FjlP#oppQV-qx1a4<&{Cy zF(WysIeyhLMCV9|wrCro(F$z^lob#7{2NpUz3|7Ktm`xH%e%ixI48Fmx)= zO`PKYhtQ(@FdPbsA<&=j`E;mJJo<&`LC+BF4sA!IUx?1+br^IMGx_eibBGq?e8)RM z`O`T>??OfK5^?4I2Faj|_c4<8mQ7qXIN2 zjv;!x6m&FDF?@qgU=;Dygx?ey>8_*hcxZT%x85-LYg=e7mi2?qB$0e|32I1zqG}j@ z@+70yoM+S~YmB<%0Q(DKJ(N87m|QmUovYq9x#^xiJjmT%y2imr-5>kvot z1*+5MVEr0Eypr2i?#7qM1q1D%tHEDZLyjL zK z47GB}8}gK^t8Rd1t6q6`O}Ou&J~O>_EB#`hf&tn!f1q0N&mP4L+T4l#68YHUB(zbn z#C8&UTKdNe*MY~QyQaLqb_&@1|3}+fM@N-(VZXs00wK5rcL?sVH|`c7?nx&>gF6Hr ze1ba!CJfHtnsj&Ead&rj=l&YLweGrWzE|cY_m90=Po1h=+p5-ip0Z*seaoP)DpRLo zs{v5Glz={?D>gO`+L4af*&J+ag*|qKzr-=0{z09z^s27v`N}~PgPinh0awk{(_J$^ z_tL?i{B%C`VHsk;a(q610(&3J1J$^ZwbC|X29krgG?SQrZY4Ibn0!AUza12$d-`E_ z{z2LcJr%_Uw?ZSc4BI@7O)8Wq`F+tP@16MmbN3)EhkXuh8KhUJTZ&w9*OlG9baGoC z{VUK{GqLuVOdV^XGssJ>oKS%EOcAInN7`GgMtPpYprgMV)RDOlL1*p1phM#1_`I~258vh0hW5*3ht47^{<_0auLe44 zVs#faye7{N^w6GApgj%u))sesGa5w^+Ouvx2DL#3@?f@~*SE|_{^1@0 z%=gFyM~!Ifq)*2FTs$X7&1Virk*{2c74?|Q7sR|Aw$LeIyK{Ov>q;oR_H}mGYj3=uwDZ&G z%-9g?o3+I2NyH;VDD@P1X4`sdE2JXtgO?K5$SqySS;6C}m#??iQcpT*_@(Z8;emrL zqV74~&qa%jaAQqF&YesAgmUc^dAd&n>OA7!d#;^8j2}Q-4VU4Q8HERNEI5XECrWV>uF4<;KTh?f${$fqS98K%M znyWwc6ZTkV2KC`g_S|T@(IjZ@$gw;4Erq;hXimOph!59EEK7WW@~J{QXZ=jgGX0dhj@#_1=l#5O zV~mgPY~`n;y!`%z8!M}#axfG-nxqY zgGH14^jm)R3<|N|g?=(K){Z?GXD~5v9yKv?XA1SmSZr~&LC#-h$qDL+iDR zTKp(6K7!gBeK+4vekFF6p*Al>9Bs{5x|O7^EB|wka0lz!1Fc|w2Cp(^Z18~d=^imv2kU*;!(c@Ctm;PsS0<6^FjmKw&5 zy@TnUb+GuD<2>~AcOPC2I(`#-dKsx*n41gew@?RcqdRMP z2WZRsKox?nS0hopU*4O1-`}9&HQBR6AH@eUr>m)>W4ZnXwZaMFBD(u)tdmX*bJpjL z+;rY4sCfO^BZBr$bNlNg=x*zgt4^Z(U977QKW1O@C2Qoj*bcE_Cb=Oi`C#@dXl-&i z>8!Q%U3^d^w(>a^**^^%r&T$i3Ml#P*d7aAKBs;$Q)v0 zKfb%3lRAB;lRp3AtR-8z>6U{YTCJV8w#C*i--Hs?6reX)zjeS~4a`~Aa@Y&@ma7!& z2If8sZEfbaXZfgOs`^0F>8quO`l)YLgB~>eq*S)7&C3&WJ9AA(JMN8K=e=MvR_JP2 z2`EB+9CcS7XEoJz(+P@NdiA`4+)SQb z%RcJi0JV>24}{u$TpE-#yw1T+|1C9&$2VKklUKEX*w_R0utTg7E976pavVO`nwCae zt_d>(hd~6fvb;AHrM=`Amfy^L4zqlR2x4V;1~{&eqgr*RS_$IOAKNVrj=rzjh(% z)4!0nwx*2R({H?Y7;ou=>DOKj{4O9W{n|_YY-{qkmVWK!rM;mS(yu*d<|B4%`n5M1 zyUF##FYK@xYs3n-4+V#5cC4SAV2mdztW!qGn5bAhACI5=-|1l&VQJfnc5mRLW+V&=K?Jd~yf;-N*0}Bd&;N5_yvG+>{+E7z ztoDSu%iGfCKbw0;=IQWk%XPm#=l7r5ni>zbwABMW{j+{7M8^w;|8LjceQs;2I>~bF z-{++KV_TD*v*ow+wTV6V>2GsOyVi{L-`m9s<|f|H^4}ZSi5dBOKRvJ5n%>^3$$vs< zFBtJc{<$7q$r)!_S?*=e^>)aA?%&H>wx-_-Tdw(gzq+75PZ!H?LR@Bh=sLlS^ode$Gn_-MHRGM`=7^}^`@<D$ND#Y#@2=U!87^CoTiJeK4VW;e)>bYw6}g=Nr=NZfv;K~aOuzQFqMt5jE$#ifo%cmAdw2K%BoY>lW3Lc)+=Z~F%Q%!ASEa}rf z13ppr$9`P;v{#6E-n%*d#+#r1%|2mi&x`r!fe2!c*df-474olR((bRerWsFb{iH_8 z02Ju-h7=wVPnNaAfhG-!lMC^jQas%(RYQPN+W~C@`qK%RN>yM5uD~CD<8|w8U>!h% zI=$tDSRf!rp+xaR>eh$OqOMtb)&5EKu?PB)k>$;D66mk%Hy(d~3j_uDw>7Z-sXVeB zUIN%RFrwG-k&?I*ijkDyuL0}6GMO-yibyAoqz(CPwlw4?*mtvO7)@DiO(e_b5AH3ptJRTTTSU8W|uK;4hqxKch;ZWK=GaLE|+PV(> z;I=;}2=hq)Xe0@U?1ijR67naf*>*Ea1E3X)fn^*3Mo?}Ua7y|z-5Iz7kN+>_G5la? z8bSwgI%pg)7htfxPXTe@G5sR6l^saWGNiQ&kQU$vqX#2AzJJ{jC@*c~=lw7s4|NYF z$SJRQaq1o`PqV~`eZgqCP$Ej|cHlJDd%(JP0acjABmT5`rXA2dAgUp4fTy(uveKAS ziyH#XwucI(D(zL`#Od-tUrPZEEdkuVR*Fn4pDY_W`8H?kcrmw*m7_zWCAv(M?3-bh ztw24d>^8~#`9Q-b0IL}Q^uiUWU{@g7+`|CG;B|GgJYsIbi$lR+YnGD0X7@Y*zHtqz zhcD4m_JCP31CN-J1Dk>x#r_k}PUfKH6~>m#sjWufA_wR*u!qg-m`~=yv3Hd8%mI8Z z3Yf=uvjjE5PPt~$7REK^CpF6UzCay-nOqNu1*Q}&_m7%otPS@-A31=ITt^oL>H|k& z+=a{1U*H#e^8?Mu&FQzDl4U5A9{~?zq#LI^j|P5W%N*4hjZT}GWej832V8gKpTH<) zqq9+*@Ekz9mU&{nerpVj11cXQCu{fllq`)B5+qaKSQ!irMr6(?sX7x_57a~XzXFe8 z&a*JSE`LB%f!)4iuBJ|9tk_z9e52WfRGADF#=J8r;&3xrUR+3&hzD`<$J%Jgm1-7m zeDlhEU>N8rbv=-qx!C$-C_~1h2W)jWG7jm5Ox>I+Lpg=J>Xa0zR5O_q-4o^Aym-kE z?7UNLPIbS^{IoYq>N9L66i5nVacc(Tvm$x{CU^tg6v_3IBIU;SM5!2;C|}D09i0;| z!`nfxa)LJS$=ju(JdtZ8H5i3CzQ%3AWapd2C60W7EV0HOidaX|e!) z?FTOMB`R4$79~od(s8n(b+mNf2K~ef`o923vmX$rojX;PNCX1m!k~DgfAWgQ!OP0b=qXfptfuc~O+&4=XV%OObz?{MWSKv_m5%Sq@e-mHz2MWbRQ@*v1GYJm_(QDd69lv|keJPD2ijURi1`fWUe%zBARZXqHX4f%il}(SrUfEChN>+s@dA#U^%h4{u_aYfo&st67>6FJghR zRU^LpWHHMsZ1V`zC<$d#W$MussXH=R>fTR~a;t~|wW8%qHXvlv%<_;NQ3NW7&-DK~ zHt4tss-Gpq%URg)6yohf^vnG|)6NDcRx-7Owx%++wE77w z5i|5T%)tuc&+8iG0sPy|jyRqb=ov8Ba}R(gzDtsV!ATO+FHuZA5@dooPBznz6LwLu z_AdFN3c3bn++~$fPK5wz9|1&r5Kz|vMri`fIASQa0z7Oz(hQkMj1wqjB8YSKi$PyP ze(X0qMl!wuy2kuprr#D=R6)jY9O&z?Jy4G<1adeN_#wHk0`DgQ)wFBL$>7tIr54cD zj5di4Cu2ptuaXP1Z>L#PQR9|LX`4?K0hQAPv9 ziUywA4(SRt&?Ms7&QvIPfcd_Dmmv2>$BRHYwJb-pOt=EvxS3fx93t*uU)jhnNAl3e z`#>z?fI=RD9tFte+*qRw-U97UBW$h&wTLzGojFuP43vI zN!vrIQX5Fxy-Udwi0yq?79(?AqU1|Gpyb%LF_Cc}#7?$BuMiFtFbq3igUzqP=CC1; zMdZ=nfvIhek^Lp3W%VoKt|z`ho^O8*dm!$n@q6YW!04RGl^uZpH-;jm9&x!yjJQ3G zk{OQBdBso*(55f8++{fZ9}4XnGKTA3qI(N9S`#0rn{u0F1~G4JA+vY^*ULq0aKR>w zP0bPj)N*eI;x%z+7r80{Tiwm;(wD^lH{_1@#E4H&4IrOCkVj*Z@Q|3-gvcczwT2Xzv;Je0nV?*@HCA7GHK)G7F{FY)9m@uDlXQJ?sj z(w+K<+^n7OPp-Lxk5q>mr2=#mb?zq1JR_7v`x0bvj(8~>A1fXHjFB7%qvahjYT8`0 zxT9a|zo0?s4t%)@bR3P1(zGqFJ%QW10?*wGY?QdNsTbpG4;)&6N1{(p^tr$u7;{bL z$QnAR53v%r4?ElxE!oKBr}{$ULf)D`1{wgM=BuVh%D^^}(!5e66eN*y8>ulgR-VzH z0@MtSHKXJ#wd$9aM)52IjJ$|Z1_7ge{gwY^gc1a3`jz}fnN=3Qe2P6XR{>ps=MIjP zW*;IXaCwBRzZ@YKz5$^nf4`vrE*&BzGE=0y`Vt|7jG zH{+3H$?cvb)$b&T!&oQ|pdL(uGGW)AD9JpDI_58Yov~VB!_nJ~G6xz0U*L=HfH5xo z4ax}oJpoFTm5-pFxD_F1q9bJUHlV)Trzdn?kAaY0hcc^~bG$rx8ZE7YsJGGK34CXF zDE>JLsCs|k<$<&lMEoEog#%j;B}Sc~?V9C`^1dvva$eh&2l8JL=sDB@YpWAyYC|E> zh}b1iFLXp_@hNh6Xo~ED?&a(iV$F*Z?k(YVQMP9v$s+uq=2mhc@o9)Z`4C%ejQ#aSE;-_7 z9>A0X$ZgEa<+0?tfHbLGBTXJnPn9m0p`cj>HC+X$vuekP&sejRBIb==_7nD>JP-;9 z1G$n~Ae^>qkRPoF5bLpXOMCP1$$o269zA)foz#JJfCX{co3{215B?tDOIu`nh@!0l6a>5iSZLph{6g^gk$_wdkDjEd6N4{tYGn-}YH`Ycm&^>L#KFE1xu#q@yx_k?4k(@UD z5o_sN#GhHI(%UvwIxJ0=-Sv{B_NxS0{TDS4)H%b8$H@3bQBq?I^;TE29Kjwp)g?|* zA2jCvjpy zHM(NNMHf{vySI&X6q>W?RpV*4^dinU3QSL_?K zo)#l3SrZf-870RQS|NO(%x&mMhM>0|%xNd;gbvshadlZ&qoh%j<~)=ljgpdOKys4I z^GOtIV*O^1SZOsiMz%op^!P37Tx!el)Q9yM>+0H2L10h4zd%buZIqGz&%+-IK(E;5 zK$LX*3)(@2+H^H^C=ToqFt>rk`(`D`6WG=|-k)afSJ%Oo8& zl9W47Ty%*S+hC~V=EcbJT2WGN624QB*ja#eV-9FBxTidXQsV^Bd1|JK#D~j?M#*<1 zRThs&ugg-TR-as?M>9U^H|dorzR5*>k@NK z)CM20$-DUJCwKI5j+j3_S%x?#$#N*r+S68(O3>#%qV}CiO~~4G(l998h-sDHLyNb8 zytUXU=1}Nr@EJ=Cv02XiOiC4xtl0IPWO3M#B>vSCWvCJA)Uk0Am>45PW=4s_5cZGS zLL*8%+K9gQ;}da7Mkz;3+Ij#vL|uIZswiSo95Rx2R}q_1!l)a!KqI!Fy(lwzs(q@& zuSt=~tUvaTO^_RrF>?EYS!zFKUtl3)CXZMsB}%kr{o9;%B9eieS%mr~whQy-;@w;;<}DmO)?9zG|9mgWe-Axu#KKvK(!hC;>-eq|`GrG(OZW)K9gmK(Am8r5v_! z!HW71an3{z%mz(H9`=@)JE+oSFuL+49+tXnl;-q#4gQyay=FuXtu@MXKD$y2%wo*F zOxQ4cCr2)sr6K!0n{q;-$lSe%Wgq1bbS%_QjgcYLrSr)}72>hMz~G+FH$q$v-zGueaL(sD3U7QrzMMj z?j(6q5t@nz@p21lha9ZGyk0|T`kB0l&fn3`zaq#>n~Y*2Ze;g|3dx81YM@abjNo_H z1jDnX%9Yq;8Euy&&SetB{bZbMNsg8Bo-vZC9dyhYqT~#FI!~HW56z+G5Mp;;{ERq% zl$by0dZc(k$uyO{jM^=TuhZDis|s~#waNa+6THu7URPNLDCDza&V{SurvqPm~%K9YS==z{3W zW^C35n=MG4zNH&$2yC<}Qk*)W5Oy5hlN{TN{Ws+8>@>0WOOxf~`#Phc8KGuNx|J*? zt|dyj26567+N!Cn-)EnKrezJedMY$J)Ze!T5nKE5YM?#VCCxpd*71O*5a}?E{jwe8 zFJfmd^!leMLK5B`l{pKJ$mz~UW%ll)l5G&wn#7#Cuao3*g+%FgEM6w0uzxi&TJ$7z zee4OhPccc4$+Yc9je~!^?m#Wn0DmN|9V^M+RZ(ij4XpXIr^+YRZ)?Jnq^(1uG-($v z8=l6Z)PT)w$Ep&g4~U3riaos^aU&d>h77BUN%qisXehG>CfV zK5OIC7h>ctl#%w8&60MNwG8#xg_Xp>1yI<{rtX@C9>?QXL&!Ji!?H&gnm1lD*Nl_C z`(tGKttcs+&nyS{y-ZK)QgY3}=IqrXGZ>4x5_3|DT9e6H+y_7U*OR@8bkP7(*sQU`uu56GM% zC7&nDo8d{);cS8&ofR+T%f(5`A2H%vFIuX7HOrTe?1S{c_o*El?ZxlbKz~H6oVbK~ z3fu3y;{Q;iRN3vUZ?^#FGP-H^9A0{|vajYJ!6}o1*~)lkCiU~vQQQ{0gu`j01{zBJb0gn$Ib8Z*!eUb6~D?OBK z(SZgGZU8jkw*b8X6x9T*V;PUQZ>R=L04Pbmc0ksF3S8%Pd26U#1c=B77d@W|dX+$L zt(nnZ58Vcuwg5^E9yg!M^%FAzf8de)SRfR3l{snM9+)JMlvvsu*oH^-X=`Cw=s&pc zL!hf~>H@2+7obCt;l4nxuN%}G_?Pog9*tiepxdD-s7T))Tno^ezy(@<1~LHjWHi!z z9jDZK`fD*Bsc$fv)0&|h2J_Q=w4XEqoh5;Jhn@8$>(X%Igf{x^bV}LHa z%*oaCYwFDa4ZIbglX>lQ11c6?Tl2YLU00p)#f{TiJ$1(cZ_RqzS7!pBO^h@A=wrkI zXkhL^s{$-xB5;UsY+xPmsTSX$iD7(mc>fltgHJ(h0=b7YECiGU-7W`uklW8+R|7BH z`w86vT^J5T>;|?Ki*3CD+F%1DB_0S$Tn!-RwSg-(0;QbUYRvZ{+^g^yAtdA04*DPhE!@bWJT_5d1fi`B=}mD`9sLPdL39aRScx z^*(w*GCg+F-|l;98EmXn1%qb2YtVTunZt1b+F%POn7-U8oz;DBLS3O{fA)eg@D$Bk-=f^d|#QRG=HP@vnT? z?L@}fkk>|xJv*?ReoOl3lQB-(_NlW@=H&1(1wA#x5g%;|#BPWi^dd>nJuu#f=y^T= zuMJGg2_4;T7O3Bw0{g`$2h|78&-aO0oHTMBlr4{(wblpdIl6i1XAdtu4PDXFcK%v= zGh=0({gwfZLqFXZ%ex%Fd5Imxa{>Lz!hBc(vtg{&@3`tvpflBc-E~V|Fa3R?k2d-4 zt5e_k>4N?Ky4b;>Ib#iaIUA6bicm|mh33K^_+Aj#`T!gCfWqQ)7oC5vt3HkG2~6Kn zmvbuc!@I89VW_8ehvvt=m_aLaVqPv1zlb&c+Cs4d%;yfVWC$_kHFAcSR)xg%1px4V}^k=z})l zPvO`P@XzrpfweCU&{v#}{dAy{CfK{^&0%hOce|&S+~K2>F9VTvf(`-*jOS6VWB#WT zclt30udIPzqpwrhp$5qcj4d=ZWlCvk2s?^oh?NASy@e0LBT z3Y;i{@9%ReymLojnT=f3YJ;2Z^yEHJqg1Mm|CI$AH5Dq12x1`dqAb2XgL~EFUVFGt zB(}JxbfA8to$B0;A^!ikP9X*~nSPa;$ zJGM71KtD4FQNW3k4gt3UT2y=&bUoXFt;M+N;5Y8-un%}}OCK$f(@*=CGN@NQU`NE= zv-8OVu~2)Q3efjwv9n81x7;D#;p0V++LK(=&EHk?sk@$nhUf4-FD*CDS6ANg*XBT* zrjOyj#J2s%fqq@)6<@Hv&dJYLiQ%;M;yg4JEr7`5TNW7QcVg3Rd^UnHcR{~a#I_UF z{4{XAzt+P(o?#0gnBQaAMSb+^N_?w~jx1D0_wf5-T zNO0ACZ9H`9bT6Iw-CHk)aI*UaKYdWyps804S{z;9iiX|>JtY85?sWyoF8)>x-8CR5 z=F8xu*;YF7or^ZLao2hCJ+xI{{OP!l_HN*>KEVb(mJ$7o;JV#FwQh4VHZjeQ{?ufw zTj<+Z?4k;NYsQ?^Af9+*Uxmp5F4#vHx;l=W;e9h~$3ndpH@v$}eD9z~@Ry~`RsJ1r zdU}|bb~O9xku-zWIz!&0jh^_+3u4^w3lxs;GPj{tL2C6R&l>%; zWwb$aHv>{T4r(TRzNU%(GMB3#VmJ6orw>r@ybaJgyx-EuUmrBV7G^SkeDB71Dlxa= z#O1D)xi53~l)3Yv&lakOVIBs{N{vB-L4m?lb5*bh=HCuy_BzRgBqnoLHuAYcKt0ty@&%dT!Ga3 zGWXmwk=Gkufoe@0oY@zMV=o|rk@tDaV|R?D7jhxOQA7bT`RS*CaY>-BM5u4RzI$l{~a$8!w%?oKxPRAKci@UtNY8bYy9A z+k^nkh93mSL9vq>px(yfaUFRH&Tcwo?d z*v^Xv&|qLwb%p~0o&b~>eI+1wL!b{CkKc}@wiwDfK|Hic1`j>3kGjOlS9@$V=q_rb zoy^PpVZgQL;g_qKqd(B~pTL-ry}Y+V-vLW$=XWRovUb-_ryTTVV`nW`(N#;kyQ^(= zZ|#TBL+i@S7fIZM$gh1W# z@OW1}SHHKOKH;np&0O_eA82U?dTB@rKb^G7prg2FJ>pBv1=JDrdGT><{W5E~8`L65 zb?h&Vd&gjd_Q!}5PoRCdPp-es*!bUL{=X~*eUQ`g5y$M%tt&Rrbu{@6*~+|UW#01) zAjUHnD;fvsItvX7^e8!71ZhO`AZ^b3m3-f@evk%0d9b2tkRBL~{f&e!VmOp1&~oI3 zmLmYliR#dFWP=(dFgQpzLW?q_KlbX#cTjayw$M+waV?Ua_Z#{C6Vxa@ItOWDyCB^S zHOf-tC{z?qeD-e>q}QO#SV=!_asOuZpakLmjV$$0b8-Q8H-Ryp{KR?`+J&=Fq?AFo zMWIEBvPNB3Aw`sY{tX$TPLH!ga(i@UDP;;jw(`|7|;ewr!=(J$G+?wANQ|QOm#B!CDf^oio($m$y(4Jfk+Ck1M|hXhG`U2E^?7 ztb-D%?MB2<-@SCw52s!9wWGVDuajPR(r+v%uJo$gF0;#{!46{w~{;% zMoov|x4uDI)gwq(S!@z{(2t-oIuAtw(NhV}4>%VSI@^{h$=z zA#HiTwHP(s3rFoZ(MeC1anZ8F-SqP#4=q&6TYt~ur&;r|&+yKmlLtbxO1?d zpXbFt^ARU`ZNg`#Y{alE#2oUx9dt2Yphg+>*i~ajcxX;1XmCzZV^U*;?;+n*Wk2Q! z6oZ|htT{pcqVDNRUBB}a_C;N^fVs~|t+ex^qb~5HU#ZTj2VAw>NpuXA=#By2+OCeT z4uk4777DvOUkn=Co0{MtRC`=&N1lB|KgS?tXmjE_Y7}zSLUPqy=5PafDu_H4T>`(w zCwu0>@4cLL>RuN;%RD|jZU`X2VK41PhB#Qzpt|XYr#HQ zKd3Y&Q?n7@TP-9$({^TLODK7W@7B-6HfTGZn)Xq9ayZ|=-a|geR!^ruAxdnWo5ot1 z*glzDf6Pe#4iRhFZ+csU*g)-B0l(fyzL`bdav;Xu9#3sdUu}?6yw6Uo4IW7RCAW=e z0!2$b@H*~4XL2{6|9Xq>@Ox+Kh8H(kgWYh_ z93if1eb8OUn>=(>Q7>J-gngr&{#u58s6P3yC4AZ9BdOSC95JXsW%N)B`i`26u_|lB zO4I-k95q{hXPpeKh&?opS4^I|7901S?W6l^`)S@b{?PXtbS$;k@=2^&h!dZTW{a?(YF2k^ZR`t!V_JkB z{WH1f?T;>+`@Wm@A#dkM@za!|tRJ!c_t~kZ%HW^qx^)%m4f^kov_Tw^Y?kZoS&P%h zOjp}$UYE{#KBl_{^>BbT$WhNdan?2VZo1~Nr!HOQr(L0lb-7Ni;JUZnh&!J2(I49i zBu*oi{nE#LZj3F=^(H@iL6fwsvmV*sO$Q9?rCECQ)mA~ydH`xZ-;W+z$J19s<{C8r zR@O7j*9H1`oE#U}f&H4UtTTF`3kTLneFAlQU-BN3AK5!rAU?@OlCHm;xLd4`h4Z4te`cgQ)dlst32LXBo z->ye|s7Sn6!t2sk?5AKyV~RUzarP-Hm2lN&97c{wk-Eyz3~K*I>T>ox`c`&jui0IXLkm`>rjNQoXVmp1`yH&+ zN3r(Uo(Ebh=Gj6!+ORzSRGPZ6C^ZUWy-3@I_`RGh6pK*!9cIrVe^-P0Eu~(!qSmva z#>P&{am_$%xlvo^7+)*d=bJU5fm4;Zk>WL=Abtq$+4D`_sZ+-Pb5r2)Z zi@j$eCwj0Jo=>~%Dec+|9q>N(BX^NI*}JH|8LC%TM_sbQQQs_b(xQcFtDT2-Y44?n zk3-+v$ye7#`00sf{<`LpK~1drKP@NMk}H=VVZW04?z|D7B7ST`{w+1i`29AftJ_Kf zEBNoB1ba8xm{v8nT=RG6Q!CoD-fH>n{|=3^TW4eX{-FfF|7)niZ<}pQjoMh+2m#U% zjCdhE5JCR?ewNr`W4hMiU-xAKeR=rV(wG1J9_7(R*~Y)#SO2v(rpm7^eF<-Y%1|9;G4 zsk)YHcQIdKNGKA51S4L^KX22BAHVqF$JShLh5T!uZ-LI9{?OU~e!uzLZ{Qn?E>CbT zGqMW_Lqd@d#YTA1BGBXCFV&$K&TMeH6xO zkJusB$iMH4KXy~KxTP<@uBXrR;p~q-^x(e#tRET3+gY<)`ti@N^+2D`3RtcUGc(tS zAXb+5ruJ)yp^q$jG1I4ANEq_#V>K?}o;xh=8TUKi_NGQX7-qK1)0Q{WVp%rp<24HGl6{5c=!< z*z(&y>&NNEHm1dYTCV%=`n`3bjj87n%m4rRm_51n{X)yN|5-m7(Q|>BmjC{JtnFvp znCkbk{1)>6nVX1NtZBOb->-@0H=Axheq(+@kq{&p@k0LjSbn44Y|_kP%Vw_Mg@hr$ z-fjhQVwE2`@dWLqZ`<#&?*l*V+m5!a5i8^dIy57H*K^oj8`Ia-Km3*d{rcG6v-XN; zpMLG-!ghOyrQe*Ep~lO_Y1QdDpB3q2_4SrM{%3tx|J}yqJ0|_c^N>8(saE>wI{^JO z^tH72>$VU@EX#SoGS(B=R{Gj`)8#g%i&2)gd(gHZ_Q-!{^X2i8QZFsnhHyC;{w_8kHOE#v*)?0Ecc8`G6JC4W+*oO_ZY{nn?* zw3ErQ^&Ip9oZ{<$Ct4~3InT=D^3{0UJTs4Luj5hcbHI?FAw__2`9B0g_6GO@5S^!4 zfh_`eFNt{a2z++n)A@j8^si!;V?cfT1N#lh1VrN{u*Ca3Vh^MyrE`>2;qm?fJ%NV+ zA=ATZ=6Ioij%dYVx_xxj7+W^B^lcB_;+tk77ve< zBSRwPDv#?IM1n_0N~=YYlC*_Wt*@ubJ4uyNOMnQuCrg#P3F7O_3H7m2;u;NQMQ5N4 zna%PQh(ODoKo}PSr3?XbFq#wJfeHiz>$03Ce`kyZCY&NIh9pbbDGAbfFZ3+^Io)=N zSt`@UZ^eObeF9bt1mX>ll)e$bkGJr6JdfKCm<5cQ>t~DrvM?7|75ZG|%W3t%Grs^2 zID+(Ch#r7I!~vfR2C_7&s98ea0ZE`=?KS|n91cwZu$yP->IzVTNB5#+B{UKjfg}0m zGRyY;(31c+2&Ao9Zp;->20!kRGl-L)x$hlsV5BaRhpL=vzV3d!tV@WM zBX%*eo)bsAm*s?7?!WInr>Fvhm@tLD(Ut{@5r$lI0L}xPfwNX+shXrBP=NAv&=C-y z+&~*%0tXmW9B6DIpm@0vXvW;s0!9x6q65A$Hb3@~%Oppe zB+Kn~i84NKoH+j;Ew_Q=mplWU37GCGAW1bo(e^p)jD97ALa~8u4Gh3u&~XtL^a$Y`$i+biQkrTh3-VRDe^Uf$Vfh2GYU2AJ_;qaygK>`OpT; zfFffuZA~;uJ>bH*fE{k+#9RTE;dVMvaxCK1+j*RLdxg`Z?Sb6i0B&;#$WE9^YNDgG zIq2dyPT`$~E@&qnC|)Jn@(8Ct_|fozDH59n3Wf%WQiN0D^Gu2bW(XAf9)6ELXWqsJ zX=8q0^xhEImL1SDbQ7NqsC_1r{F#w)&rXutZIYz*=0r(clpvM=h?DW>Vx;8UXt@;{ zC0-Gnx{R*g#X?g-pZ)@x(gnMSZjTRO|Eqy~1dj*eJ19+t6-bl(wNjK4p|suPGC8V z_bGH0tA=t~uuFdihDH3aP!Ckb9+p%}m8j*w^%ZDz{Y2^VE>7+ZiIMhmqvXR%U|slJ z-dj*dU>CL45__<#{n*2^@lewcOThGrJ#E+OZkFZ5z6Wj0(hACn`?gSgVBd9L04J-O zDnrU+dqA?rasqZws2WBX;^e`)XgPonzMBg?ts%Y(<%3+~|1rS%wh?==<8HH|M8NK5 zk0wqIZFOVo}OT5Y5-}h z2F*oz;sA4c^DU>TzW`qJBuUEWOp*~n33B&qoQ#W&mFj&s?fyoT)C)07V|+O4IiuWK z4+LpC@WOGx)W<*xF#-7WG+?>2jZ&woS=J-9k($J>o6s;&Q?HnMII5Ke5&8M_~eUrg=@9JVcR-qxwI6d2d{&}1I^ zOp=BVfs}H>_3n?cQae0G4)uzbwV$E3A|5{40cmQ#53hoXf`0Dd`-$D5(&-FLmH2zC1^J~BbPdeK zHFDLwM=3I^LW+$4nj|hup>`nG57-qebveQO)gq`!{G%kr-7I~BiLX11a>ftJ4QjSr zPDaTKY}Nr=?u<w6s?)Q%SG;77Zn~=Nf;?I@IWp=<8O8}?L9xo+w#mTMP&~PM0 zOU6D?@&>zp{u{N92W>)=ux4r`@Jk^3@1Z9t5-DRF0EO)zE5UPOWZ1)KdHS9h1&q9d zJ${%Cxc1XXs2w6D)1^qs1Hdu+DrpjWQqKNdsEka-C5guZ9){n6wY^Inegh~r6j*yVYHerY zQEZCX_W>$jBw30_C&-*Pv0~T~Egi74na6;+I%DV6iQU9s?|jgz<;8Z$lV^&Uq)a*N zpV(Tq0q^~iWYSXTQ3^tZPz-2%P?W?xq>jO__TekT@Q?i1-_Ab3)`_dZKG-kcuO<&o zoDIFmGU9>WI_8OxN(=snmbuz}n1NJa+cE zAGwmYdJzj74a5G20)NIv1D2)AwH(k)jYyWflM>{3-dI_fOtnjXh`mC5NTtS%g~rQF zUyQ(=BdNI}fWRIie-mHxY$eZP%S*kX@WYqefAJ2WW%rz2%9G$~W~ zT>e@l6d92cgHJEZYLsaijdC8UiG$FiRN!@2X6PF7k%vn_*MOaus057+lD7(UNY#K2 zbFas>@rj1SgjP@pb;tJI@fqT8uO8$I{IVT-yf)1!uf~w)@Somep>zr%*OAjb&{60X z?s>o{PoUK)_8>{h%ubYJ72>5SdHBPiX!#>|l(?`4?ubp^-HTsLqdq}buEgC|&8YpX zv8Rtlv8K+bG#BW7DQd_a$ub^ll!0ehN3DyO*+8H(W`yFQ36x5kSz|-5Hh&9s3p(Bt zNz7OXl^FBCW~Nah7Z~Nm3aF?~rAj%dKIT)49%s&97EhAL{o`cz+bHp8UH-N%^MOqj z`h&R0ST;^XPvfDj!KQl8AU=oknRbSRF+a?~R_357GzAeiBjq@>D8A5rJb#lQe1qX1uw{M7F+VmWNi0qFmu@lJL+MS5#)e3==ZHZ-&aqSy3jj0MJG$X z14+^nYLu{^@zSPetoU?{kxu2wBdk}FOF+rC(biS(jo37? z^I?>@9gLE1tDrEfhTqSJ>Y*LAQ&po>E{#2vgz~2>bWeQttxrAG0%|vY{{;2L^ucLT zzjT@m-fAgb%Ew zk4F-d|^I^?!H$|*AC5!#cBne4QkekEeWmfe#aeN#jDHEdQWR@toM7%v| zf=VD4H9URjwACmzh#Bwko7$V9;n;@mC(=}LH$PldC2D#^ke)9@(^=7?gsQ^ zP@>!>PQ*}a->hVol=9F6UM0R?pk5}gOu;vklZ>*IdmJSWL|&#Z_l+{(12K^?2zmUV zRjRynhFarcq9ol*kg-GK#rJ-Ul=F_3I;*4P#Gll6XUI8!5;JE*8)blAr58DZIGW2D zYLp;i$7m?umZwUqys4~Dk|m%nb?U2l3EK$G=bBi#(uzHuPS6lOVZB1G^~i(nh!bb? z5TBtKs$z*b#Q5CQY;hmhAG{YQsnDQKsvRpgu0_j=hEei186PZ3o*_of3nKnEjg$qY z*gv$1l#3-IB~O(|2@k{u?ir;I@!s4L%9JY+k}E7iGE9z;E+G-pX>NohFNHGYHG5zW z$lut@$a6>^739oSc4e`ZJ?)_7l8!@rOqO!Y-#zCzvAfDz$ipn#&a<9a&EDG-=6D3_zk$@W0jznk{cT>@rYANDUQnfN(EzP&msnLiwn3V$Az0{J6kU|_23@lKIJzbDDF#|aX>GhV(x zL0V)0^&xvi)mpI+OdB&6Qr8XsN#ERpb!U+}77A2qt0L4=_)ZG?&CS}P9sAK;*Ca`{ z?uqPy#mnleF_OzBS}GH7RNNlGR#Rq)^|DC4`Qua)f$?!C@6P7 zCd{!RTBtBY-Y>5)*b*wG#u}3wQ{6|R;8Bc7fTIj`3FSRz8}cjIX-2 z_Tw>lgSH+94AUBT5KyK4Gl2$726j7=|Mm-1FHc~gJkB5Ww3ptj=%~#ayJ)^cZaTV$ zm!>rJ(>Xu`W-+$K>!1y}@RJH71SrI9;0I3|16yecyhwP=zB!N)KD##n9>)p9tJk>c zlXx$Ep5Uk3&q7HO3JfC=dV&W5+U{F`I`9bnUD~P1m^;;gj-x&>5nvr9+i~)3d*B5? zH=>#bXm()ME$ap7>$;2qS>VJHq%m36o=4!33<6B2A#f!70BzhNKyNVCM|@w9_thE! zzpD?8%5ZnRINnpo7V^=%JD{eB@zXCm{k3|KL33R;Z~`+Yx$^(9K$NCBAwc@(cH|W2 zR?tnLvkaGkg#+1Gbc;v$kyXGH-Xg_#zmF54M^1OwkG5VK^VVBGyzh;kdC~+1RQxHP={m4QlJiNfjqnds?Zqwa>lj}SMUcu z0W9JrP&;g(4!_kb0kjGGa^OF`usz>uKsA8otYi)bH3JUIoQ~n7*uGVv@CXD-2P|>= zo&e2pj8leh1IM7Pjodp5{Z<6l?)Xr7QobXhqRNxaWu(dY8I5r2U@gfu}=q!8opL7&ifbHDI zpBgf5KYZ&1{<;|(+}Ev-zVhev-Am5ec!R6@*m~;5Y`$9mrN7<-!qy!Kc2(}#26){p z{4^4KU0oYkIFKDbUVGOBG7OYw7rHd&bJ9-{PFkU~i}tJTrmr~p_95_&N#}iZ!9bwA zoM=4|8>{sPR0($j^gu>pK~8KR3D3&O=2pP&7-ul^di|b@Hg|Q^H9pR{pmN@Cqmo7SyQ>`x^@zlv{z14m#u#=C_D_{%vo*HyAed<2(Ck(3+ zc69i6pjNY?+L;d2a1s<0x1pF=&pf8N=<{6e`t*aRmIcBUP|#n)R~Yom=%0|z;P0Hm z474U6_T3XW&)HnSFS7wj2D0=G9hOD5I`-Aq7o4=&Xcs*i;HI@7dg|VlzB;FoL7UFu zzRckxY&}wey?4S_fRJ6~HB(1Um?rKF;`lD~zrEHMxgD zi)O|)h*P1{I2jq((%vv)GWHnCYu+^hI(Y@Q1m(>zPLV$ZM5=59AI$_MPmgcV!VpUg z{Q~sJT;R1P?B*<#Jg3mZabnCF{FL|ic)xm)i^f-S(~WT+>bTTP3v!Zl&j?=~UB_Ry z4*_!82iWBfu218-%fyi@*e44S87E_$MpJ1|iXHMR57;lzv`jr}#tV1qj6Cw?yi?wkT`#&g;sR@`N* z&9JlD^z}FT)H@5~je)L*_gAPBtg$c4sobxSImiNRCJ;Mah}}$@)m^t{@2yYIIH~J6 z7o8F5rp@PgX%@4eek1lf5r1d#|4hWVrsRW5_(xlOr3OAT#q!z_*dh?Yr$~R^2YdVJ z?8p9E`i21-2w;!chXux7f%*N){QiEQIYqB2#Pc`gvKoxRwS>R6KjW{tfiy;u8=}!~ zW#;KgMWBXAHlTNPn9I)e*AAN>$vk`~9yt-8exnc9T2LF2vtD5v1z!`9%{1(@Y&@?s`(FS>0)?4OF8d~vmjanS?xkz}d~`29VSnCFi(dy4dC;J{eaY)LpmZZ=EkPfp=}X;j zP>nIZxCa6HlDv=yU5wx!C(%zeWFk6yO6!(Ao-8}IDdZ!^UM)Y?Soi}$v z2aNwxFJPdIzb!g;hC*#L@bRwAse7>TT#c}^e%NL(&|`n#j_9yaFKBiwbGIEzjTGR| zMs&3csOTTSgI566T*P>$J8Dhz)HbuT-Wx>hdh4!Q*h?dR^VZIl7{@I?tqT-*fekr* z95vxq^4vl4%FzJzB|c6>F7du3a{oFp_%txpXyV0R*u)m*Y*V1>aaVnt+g%^1ClnOW zTy^)?UepQ}nwJ{~p-;O^UHlY#dJ8Sbdu)K$KF`tdJ>b4qnb)&GK!KOPfDUCPaPxae zB9Qaed{?VtkY=?D($|H8^bg?XZ!-sJrDskWOD%jp*j?Wq^wLa!`D)T8=zubk`_4m` zL~NUZ?!$*6K7m#nq(2mU&cnl`1Gw_1Pl z(^=%_*ZKG#e!i(M&{aQduRm~QY-7?u;;&^s4dg~&V66DTE>Au`aMrCwfq;*LLgKNP zo@?T#>m35L0QS1F0rh8F=z@q9cd?z^-JnUqUbf=1x7$NQ)&}TwYwQFmniQy65};OM zt`;9<&h`?|n6D*k_|JU&jPd107dDe!v~(XgJyqUA+hp)kpPoKC|DwMp;e);CQ^%Fq z{SoXK`wC_5cb&n$PohgcuchrS{MLiE?V&>{&pgd21w9D#0GWzHVF5)z9%xaFP($4O zLJjw*s}4wYP_I+YS`uh_7!(w3EmTz>eD%dDgBl{CW9flz(YqV%MjVGW;1ZN9*vKPn z=vyOPZa@h^zd9yDpAyIa&{J>xsTcaqi4ELioXwDmL#b;9 z5UITcDlj z5B*8~jzRh!YLp#Nqhx{_wNGdS@uA&@raxS417hN0KI^2cjaS#xdXIu7U){O1Eqe8?>+{yZgf$5 zs5Oc^c<3}=gZ_L0Rn#ayefZvA%VlK0Nsp4sxP@kt+n1R1!Fu)}`{)O$oBNSXu^II<%P97V^d`MBu;0x`Znno> z`2Dgh)QI2k&%V8(xO3IeOzwJih==Cs0i@bMp2YZQ&^yuV?1D~)z z{u28ITYezd@Y!N=MGNeFWJrL1MBirgJrl~0!svHaPbg=;d+3^Xo?1N6Tj!Gd4?~$S z<_UR%*zYc1vo$QCvS^0zPzxSKeK+pC2cJ>P~{^|xbO3Ux` zDA+BPSlJ7W%?s=qhF{s>YyEhgiGO9rzorl~4GKdgG^B%$soX`|-S44&ot?Gb2UqP> z)I$r>X}s9khY#snfikUPX>sMonKtjUdM7_QP-S z(+u8FpWuVvt@J$j<~-hafgYtkv?$Aw(=Pa34}7QtJ`O$4ibhaS-F1hK%~PvEao1vu zudY4hr{&p`H#`HZJtKCur5D21frZGA#jtg8s3&+WSA_4Vqy4`)X+wIi`UY2RbIx67 zXYJa&Bu}wQo_3fa3t-ES` zhMs!tH)qW@%T?b)X|=GTK?|+((*?xg$7lFo3-Tf3HsSbLbLiI@^DX{xjn`1dJ~@lM z(^P6V=Z&CmzRx^{@Lh>R^nEd0pGcvXI|Xf6GI=+a9x)tS9Ko;ll6#?xIV>iPPBQ7| zqENYXqelwld=nUB3iSm!%lj-Np<(Gq|KZJAoT(3WSZ8%|LIvtxS!!u%{wAiQ-{7nC z1E0TAi_q66Vt(9bUf*%tbNcB!=;Jc|By-xH*+tt$xM{wt9_sVWQyVUYZqUTO2MV$S zVg8znUT85fJu45rYe{0H1~E{Zy&$rKb7!oGZ*gAx=T3UyhqE5Y=%yY%9yoFI@CtT+2f*r zYwxyYJH60G_Q`9>b;OYm@zkLNb-WaML3bXk#Y$f|hGt{$&RW;8W-EZ-eZdgz=U zPMY|@MW>c<*TXSh`fjA3&V%M@1^dXc9NQC{7s9SVCVU7#OHYk`+XtKT_eei_Iv*&@ z4D_*^I%=#4!hK@U-UrQJE z7Sw}&J)x!Sg?}M?d2gjkc|*O)X~W)@oKaq&R2hR$9wiUrEB&IF6S_M--&u=soudC> z56#kuzK;BvoXc0c)c4m-ze9c3f>>rBzLt7biu`|-nqYa)-W++&`%y2rrbZmCEeWNj ztBXcAa?_LF-F3_XPp$afpu@v`wFh*cC!sYNzmVTD#?DNAv<TO}|8W>V$U&b$koumc75uImfj*uGKufO-$hnHHoRS*tr}2YqfiM z#;QR+%)wZ-u<5`GKH3Hv)Fx$KH(d42PiSMR8T4Bl#w+Zn&!H7O-P5Q))0;HK*`(*EaGjOw7cJL9 zX^E6w%{9a2)X>FTQ*d_DpDUdB4SRI_Z|(yR9a+zy*LRWMpju41K%FSTzVi>GPWGbL zVBg=HF*;|CSo1RV90K(GHb>75w+mnp~Cb%|jin$NVeQ?0iLg zXgRFk{okQzg&cV5d64z{)W3wQWvF0pF4e&Ln;>8q|2uRiA8T9Q?yu)Eh`EfIV*UPq zKgTe1v98BIpXo^r zG400NPyEj4oOa_qC~I%7TERMANqoi@u|fVi4^<^Ucuz{Z^KZldTY9A3cwJe~sM2XS z-l)>{W=p0m z&G|E=-MofSAA*0?hyQ&}4Y6}h|V~f&ZNz!qC~%rqw^>=AE z$Lp;BS{Lj3g*iGPB@tWX-_Iovelvqx?9;;L_poEZU%v0idH>!#uA-BKUpo2w$5t;w zZ+z9dh7fDsLRU*MQo5%&SODBtmi`n zv9Z24hYsXKZ*YB>Ozq8@ixeH_b_hU9;9(M{^$NcZ+kh>JMDU0>@f8Q4F)Q{W0 zS&#kCYdynnCuaJ;ueAn#H13xl{eSh-n9nc$g@2vKZ%6*}+Ys~&(d?xFj~hh$=J4t4U&p)S&)DAsRQ`ig1WzK z!0&>QAS4hmAdZM24oFGF7O_G8dc559z+=;}2OdvPcK^?wjPnK~K}aBCKpYW49FUTT zEn|!ajZ%f&?Q$NFZWB91%erkdlZkVuSqkm^1N{7CEds{LjC&ErDNu z`jsCUGZ+a%0uck^hzR0MJ;8phYFNh$=Da~jAYwoq5kVY~ zl87y0gZ%Z}>M+*&O4hN?@H-2#4+%knksu@xF(8hJAPz`L#1^qZ{(9`+7(3@LKl}T~ zcCTS?o;$`muOQA5h!~K+KTa>|{FYzWjzTy-82M-8b-_0Ven~suSWK>5eZxB5KcAbT zvy8uVc7}CYkbOwntos#u9Md)Je7HM()S|a(r^iY3QW=}1-TbyQUdLZOcG~FAjhuG* zSD#_PCXR?84oFGF7O_G8I+lJCOJ9ijbl)@D*mQfGB;nA9OgoY&!5CX2WgRS$WzhbSOiiMY#v