{ "cells": [ { "cell_type": "markdown", "id": "cell-0", "metadata": {}, "source": [ "# G24 — Ganopolski (2024) Glacial Cycle Model\n", "\n", "**Author:** Jordan Landers \n", "**Date:** last-modified\n", "\n", "_Description:_ Orbital forcing (precession + eccentricity modulation), discrete regime switching, ~100 kyr glacial cycles, Mid-Pleistocene Transition via `vc(t)` ramp, threshold-based initiation and termination\n", "\n", "_Abstract_\n", "\n", "> `Model3` implements the nonlinear glacial cycle model of Ganopolski (2024), driven by precession-based orbital forcing with eccentricity-modulated amplitude. Discrete regime switching between glaciation and deglaciation modes reproduces ~100 kyr cycles, and a time-varying critical ice-volume threshold `vc(t)` replicates the Mid-Pleistocene Transition from ~40 kyr to ~100 kyr periodicity.\n", "\n", "**Keywords:** Model3, glacial cycles, orbital forcing, precession, eccentricity, regime switching, ice volume, Mid-Pleistocene Transition, termination, Ganopolski 2024" ] }, { "cell_type": "markdown", "id": "cell-1", "metadata": {}, "source": [ "## Overview\n", "\n", "`Model3` implements the nonlinear threshold model of glacial cycles from Ganopolski (2024). It tracks normalised ice volume `v` and a discrete glacial regime `k` (1 = glaciation, 2 = deglaciation). Orbital forcing `f(t)` drives transitions between regimes.\n", "\n", "### Equations\n", "\n", "**Glaciation phase** (k = 1): ice volume relaxes toward a forcing-dependent equilibrium\n", "$$\\frac{dv}{dt} = \\frac{v_e(f) - v}{\\tau_1}$$\n", "\n", "**Deglaciation phase** (k = 2): rapid, constant-rate collapse\n", "$$\\frac{dv}{dt} = -\\frac{v_c}{\\tau_2}$$\n", "\n", "### Regime switches\n", "\n", "| Transition | Condition |\n", "|---|---|\n", "| k=1 → k=2 (termination onset) | v > v_c **and** df/dt > 0 **and** f > 0 |\n", "| k=2 → k=1 (glaciation onset) | f < f_1 |\n", "\n", "### Parameters\n", "\n", "| Name | Description | Default |\n", "|---|---|---|\n", "| `f1` | Insolation threshold for glaciation onset (W m⁻²) | −16 |\n", "| `f2` | Upper insolation threshold (W m⁻²) | 16 |\n", "| `t1` | Glaciation relaxation timescale (kyr) | 30 |\n", "| `t2` | Deglaciation timescale (kyr) | 10 |\n", "| `vc` | Critical ice volume for termination trigger | 1.4 |\n", "\n", "All parameters accept a `float`, callable `(t)` / `(t, state)`, or `cc.Forcing`.\n", "\n", "State variables: `v` (normalised ice volume), `k` (regime index, non-integrated). \n", "Diagnostic: `insolation` — the applied orbital forcing value f(t) at each output step.\n" ] }, { "cell_type": "code", "execution_count": 1, "id": "d75c5d1908c1fcf0", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import climatecritters as cc\n", "from climatecritters.model_critters.g24 import Model3, calc_f, vc_func" ] }, { "cell_type": "markdown", "id": "cell-3", "metadata": {}, "source": [ "## Basic run" ] }, { "cell_type": "code", "execution_count": 2, "id": "cell-4", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/jlanders/PycharmProjects/ClimateCritters/climatecritters/model_critters/g24.py:213: RuntimeWarning: invalid value encountered in sqrt\n", " return 1 + np.sqrt((f2 - f) / (f2 - f1))\n", "/Users/jlanders/PycharmProjects/ClimateCritters/climatecritters/model_critters/g24.py:232: RuntimeWarning: invalid value encountered in sqrt\n", " return 1 - np.sqrt((f2 - f) / (f2 - f1))\n" ] } ], "source": [ "# Instantiate with default parameters (f1=-16, f2=16, t1=30, t2=10, vc=1.4)\n", "model = Model3()\n", "\n", "# Orbital forcing must be registered — it is time-varying, not a static scalar\n", "model.register_forcing('insolation', cc.Forcing(calc_f))\n", "\n", "# max_step=0.5 kyr is critical: regime switches (k=1↔2) are discrete events\n", "# inside dydt. An adaptive solver with large steps can stride over a switch\n", "# condition, missing terminations entirely.\n", "output = model.integrate(t_span=(-2000, 0), y0=[0.0, 1], method='RK45',\n", " kwargs={'max_step': 0.5})" ] }, { "cell_type": "code", "execution_count": 3, "id": "cell-5", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Terminations in 2000 kyr: 14 (mean cycle ~143 kyr)\n", "Max ice volume: 1.74\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "v = output.state_variables['v']\n", "k = output.state_variables['k']\n", "insolation = output.diagnostic_variables['insolation']\n", "time = output.time\n", "\n", "# Count terminations (1→2 transitions in k)\n", "n_term = int(np.sum(np.diff(k) > 0))\n", "print(f\"Terminations in 2000 kyr: {n_term} (mean cycle ~{2000 / n_term:.0f} kyr)\")\n", "print(f\"Max ice volume: {v.max():.2f}\")\n", "\n", "fig, axes = plt.subplots(3, 1, figsize=(11, 7), sharex=True)\n", "\n", "# Insolation forcing — drives regime switches\n", "axes[0].plot(time, insolation, color='goldenrod', lw=0.8)\n", "axes[0].axhline(0, color='k', lw=0.5, ls=':')\n", "axes[0].set_ylabel('f (W m\\u207b\\u00b2)'); axes[0].set_title('Orbital forcing f(t)')\n", "\n", "# Ice volume — sawtooth: slow glaciation, rapid termination\n", "axes[1].plot(time, v, color='steelblue', lw=1)\n", "axes[1].axhline(model.vc, color='gray', ls='--', lw=0.8, label=f'vc = {model.vc}')\n", "axes[1].set_ylabel('v (normalised)'); axes[1].set_title('Ice volume')\n", "axes[1].legend(fontsize=9)\n", "\n", "# Regime: 1 = glaciation (building), 2 = deglaciation (termination)\n", "axes[2].step(time, k, color='purple', lw=1, where='post')\n", "axes[2].set_yticks([1, 2])\n", "axes[2].set_yticklabels(['glaciation\\n(k=1)', 'deglaciation\\n(k=2)'])\n", "axes[2].set_ylabel('k'); axes[2].set_xlabel('time (kyr)')\n", "axes[2].set_title('Regime')\n", "\n", "fig.suptitle(f'G24 default run — 2000 kyr, {n_term} terminations')\n", "for ax in axes:\n", " ax.invert_xaxis() # geological convention: older on right\n", "plt.tight_layout(); plt.show()" ] }, { "cell_type": "markdown", "id": "g24-basic-cap", "metadata": {}, "source": [ "**Figure.** Top: orbital forcing $f(t)$ — the signal that drives regime switches. Middle: normalised ice volume $v$; rises during glaciation, drops sharply at each termination. Bottom: regime state $k$ (1 = glaciation, 2 = deglaciation). Terminations align with insolation maxima that exceed the deglaciation threshold $f_2$; the model reproduces ~100 kyr cycles over the last 800 kyr." ] }, { "cell_type": "markdown", "id": "cell-6", "metadata": {}, "source": [ "## Orbital forcing\n", "\n", "`calc_f` provides the Ganopolski (2024) orbital forcing — a precession signal with eccentricity-modulated amplitude:\n", "\n", "$$f(t) = A \\bigl(1 + \\varepsilon\\,\\sin(2\\pi t / T_1)\\bigr)\\cos(2\\pi t / T_2)$$\n", "\n", "The $T_2 = 30$ kyr precession carrier is amplitude-modulated at $T_1 = 100$ kyr (eccentricity). The result has pronounced 100 kyr amplitude beats — maximal precession peaks during eccentricity maxima.\n", "\n", "Register the forcing as a `Forcing` object so it is evaluated at every solver step:\n", "\n", "```python\n", "model.register_forcing('insolation', cc.Forcing(calc_f))\n", "```\n" ] }, { "cell_type": "code", "execution_count": 4, "id": "cell-7", "metadata": {}, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAABEEAAAEiCAYAAAAWOcyHAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjgsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvwVt1zgAAAAlwSFlzAAAPYQAAD2EBqD+naQAA4dBJREFUeJzsnXd4HNXVxt/Zndm+q1UvlmzLNu4F24CxwYXeCT2EJKYFCCUECPmAkJAQigkltNATummmdwzGFWNj3I27LVmyel1t3yn3+2O0QrIka8s0Wff3PHrAszP3nt2dnTlz7jnvYQghBBQKhUKhUCgUCoVCoVAohzgmvQ2gUCgUCoVCoVAoFAqFQtECGgShUCgUCoVCoVAoFAqFMiCgQRAKhUKhUCgUCoVCoVAoAwIaBKFQKBQKhUKhUCgUCoUyIKBBEAqFQqFQKBQKhUKhUCgDAhoEoVAoFAqFQqFQKBQKhTIgoEEQCoVCoVAoFAqFQqFQKAMCGgShUCgUCoVCoVAoFAqFMiCgQRAKhUKhUCgUCoVCoVAoAwIaBKFQKP2O8vJyMAyDl19+WfGxA4EAfve736GgoAAMw+Cmm25SfA7KwRk6dCguu+wyvc1ImDlz5mDOnDkJ7zt+/Hh1DToEWbJkCRiGwZIlS5I67h//+AcYhlHHKIPBMAz+8Y9/pHSsGr+5yy67DEOHDlV0zGT44YcfYLFYsG/fvj73Tef9a3XPGEjn8qHKxRdfjIsuukhvMygUCmgQhEKhULpw//334+WXX8a1116L1157Db/97W/1NonSz6iursY//vEPbNiwQW9TDMkbb7yBxx57TLf577//fnz44Ye6zX8oYeRz/c4778SvfvUrDBkyRNV59Lxn0HM5cUKhEP7xj38kHUhVkttuuw3vvfceNm7cqJsNFApFhtXbAAqFQjES3377LY4++mj8/e9/19uUAcuOHTtgMvWfGP3ChQu7/Lu6uhp33303hg4disMPP1wfowzMG2+8gS1btiS1Yj5r1iyEw2FYLJak5vrrX/+K22+/vcu2+++/HxdccAHOOeecpMaidOdg5/oLL7wASZJ0sWvDhg345ptvsHLlStXn0vOeQc/lxAmFQrj77rsBIOHMPaWZPHkyjjjiCDzyyCN49dVXdbGBQqHI9B8vk0KhUDSgvr4eXq9XbzNSJhgM6m1C2litVnAcp7cZCWOxWJJ+OKckRiQSgSRJMJlMsNlsSQfHWJaFzWZTyTrKweA4DlarVZe5X3rpJQwePBhHH3206nP193uG0hwK96BkSPb9XnTRRXj//fcRCARUsohCoSQCDYJQKBTNqKqqwpVXXomioiJYrVaUlpbi2muvRSwWAwA0Nzfj1ltvxYQJE+ByueDxeHDaaaclnDq6fft2XHTRRcjNzYXdbseoUaNw5513JnRsXHOgrKwMn332GRiGAcMwKC8vT/XtpkRc7+Thhx/Go48+iiFDhsBut2P27NnYsmVLl30vu+wyuFwu7NmzB6effjrcbjd+/etfAwAkScJjjz2GcePGwWazIT8/H9dccw1aWlq6zfnFF19g9uzZcLvd8Hg8OPLII/HGG2902Wf16tU49dRTkZGRAYfDgdmzZ+O7777rso/f78dNN92EoUOHwmq1Ii8vDyeddBLWrVvXsc+uXbtw/vnno6CgADabDcXFxbj44ovh8/k69umpPn/v3r248MILkZWVBYfDgaOPPhqfffZZl33i3+E777yD++67D8XFxbDZbDjhhBOwe/fug37umzZtAsMw+Pjjjzu2rV27FgzDYMqUKV32Pe200zBt2rSOf3fWBFmyZAmOPPJIAMDll1/ecR4dqF+zdetWHHfccXA4HBg0aBAefPDBg9rXmddffx1Tp06F3W5HVlYWLr74YlRWVnbbb/Xq1Tj99NORmZkJp9OJiRMn4vHHH++yTyK/maqqKlxxxRXIz8+H1WrFuHHj8OKLL3bZJ9HPfs6cOfjss8+wb9++js8mrhsRH+Ott97CX//6VwwaNAgOhwNtbW29aoL09R4P1FFgGAbBYBCvvPJKx/yXXXYZFi9eDIZh8MEHH3T7HN944w0wDIPvv/++1+/k5ZdfBsMwWLFiBW688Ubk5ubC6/XimmuuQSwWQ2trK+bOnYvMzExkZmbi//7v/0AI6TJGMBjEn/70J5SUlMBqtWLUqFF4+OGHu+0XjUZx8803Izc3F263G2effTb279/fzabeNDkS0ZZI5Frc17ne0/yJvkeGYXDDDTfgww8/xPjx4zvOuy+//PKgdsf58MMPcfzxx3d7n4QQ3HvvvSguLobD4cBxxx2Hn376qccxWltbcdNNN3XYOmLECPzrX//qyG452D0jFovhrrvuwtSpU5GRkQGn04mZM2di8eLFXebo7bxORPeqt3O5N+Jzvf322/jLX/6CgoICOJ1OnH322d2uH8uXL8eFF16IwYMHw2q1oqSkBDfffDPC4XCX/Q52D0p2jIqKCpx55plwuVwYNGgQnnrqKQDA5s2bcfzxx8PpdGLIkCHd7k2JfFfl5eXIzc0FANx9990dn1dnDZ3t27fjggsuQFZWFmw2G4444ogu9wPg59/50qVLcd111yEvLw/FxcUAErv/AcBJJ52EYDCIr7/+utfvikKhqA8th6FQKJpQXV2No446Cq2trbj66qsxevRoVFVV4d1330UoFILFYsHevXvx4Ycf4sILL0RpaSnq6urw3HPPYfbs2di6dSuKiop6HX/Tpk2YOXMmOI7D1VdfjaFDh2LPnj345JNPcN999/Vp35gxY/Daa6/h5ptvRnFxMf70pz8BQIfjpDWvvvoq/H4/rr/+ekQiETz++OM4/vjjsXnzZuTn53fsJwgCTjnlFBx77LF4+OGH4XA4AADXXHMNXn75ZVx++eW48cYbUVZWhv/85z9Yv349vvvuu45Mi5dffhlXXHEFxo0bhzvuuANerxfr16/Hl19+iUsuuQSAnO592mmnYerUqfj73/8Ok8mEl156CccffzyWL1+Oo446CgDw+9//Hu+++y5uuOEGjB07Fk1NTVixYgW2bduGKVOmIBaL4ZRTTkE0GsUf/vAHFBQUoKqqCp9++ilaW1uRkZHR42dRV1eHGTNmIBQK4cYbb0R2djZeeeUVnH322Xj33Xdx7rnndtn/gQcegMlkwq233gqfz4cHH3wQv/71r7F69epeP+/x48fD6/Vi2bJlOPvsswHITrzJZMLGjRvR1tYGj8cDSZKwcuVKXH311T2OM2bMGPzzn//EXXfdhauvvhozZ84EAMyYMaNjn5aWFpx66qk477zzcNFFF+Hdd9/FbbfdhgkTJuC0007r/aQAcN999+Fvf/sbLrroIvzud79DQ0MDnnzyScyaNQvr16/vWJH++uuvceaZZ6KwsBB//OMfUVBQgG3btuHTTz/FH//4RwCJ/Wbq6upw9NFHdzyU5ubm4osvvsCVV16Jtra2biUtfX32d955J3w+H/bv349HH30UAOByubqMcc8998BiseDWW29FNBrtNcsmkfd4IK+99hp+97vf4aijjur4DocPH46jjz4aJSUlmD9/frfzaf78+Rg+fDimT59+0O8GQMd5fffdd2PVqlV4/vnn4fV6sXLlSgwePBj3338/Pv/8czz00EMYP3485s6dC0B+OD/77LOxePFiXHnllTj88MPx1Vdf4c9//jOqqqo6PisA+N3vfofXX38dl1xyCWbMmIFvv/0WZ5xxRp+2JUMi1+JEzvXOJPMeAWDFihV4//33cd1118HtduOJJ57A+eefj4qKCmRnZ/dqe1VVFSoqKroFLwHgrrvuwr333ovTTz8dp59+OtatW4eTTz65IxAfJxQKYfbs2aiqqsI111yDwYMHY+XKlbjjjjtQU1ODxx577KD3jLa2Nvz3v//Fr371K1x11VXw+/343//+h1NOOQU//PCDImVyvZ3LfXHfffeBYRjcdtttqK+vx2OPPYYTTzwRGzZsgN1uBwAsWLAAoVAI1157LbKzs/HDDz/gySefxP79+7FgwYIu4/V2D0pmDFEUcdppp2HWrFl48MEHMX/+fNxwww1wOp2488478etf/xrnnXcenn32WcydOxfTp09HaWkpgMS+q9zcXDzzzDO49tprce655+K8884DAEycOBEA8NNPP+GYY47BoEGDcPvtt8PpdOKdd97BOeecg/fee6/bNeG6665Dbm4u7rrrro5MkL7uf3HGjh0Lu92O7777rtu4FApFQwiFQqFowNy5c4nJZCJr1qzp9pokSYQQQiKRCBFFsctrZWVlxGq1kn/+859dtgEgL730Use2WbNmEbfbTfbt29fj2IkyZMgQcsYZZyR1jJLE35vdbif79+/v2L569WoCgNx8880d2y699FICgNx+++1dxli+fDkBQObPn99l+5dfftlle2trK3G73WTatGkkHA532Tf+uUmSRA477DByyimndPksQ6EQKS0tJSeddFLHtoyMDHL99df3+t7Wr19PAJAFCxYc9DMYMmQIufTSSzv+fdNNNxEAZPny5R3b/H4/KS0tJUOHDu04ZxYvXkwAkDFjxpBoNNqx7+OPP04AkM2bNx903jPOOIMcddRRHf8+77zzyHnnnUfMZjP54osvCCGErFu3jgAgH330Ucd+s2fPJrNnz+7495o1a7qdn533BUBeffXVjm3RaJQUFBSQ888//6D2lZeXE7PZTO67774u2zdv3kxYlu3YLggCKS0tJUOGDCEtLS1d9u38HSbym7nyyitJYWEhaWxs7LLPxRdfTDIyMkgoFCKEJPfZn3HGGWTIkCHd3l98jGHDhnWMe+BrixcvTuo9/v3vfycHujpOp7PL+RXnjjvuIFarlbS2tnZsq6+vJyzLkr///e/d9u/MSy+9RAB0+51Mnz6dMAxDfv/733dsEwSBFBcXdzlnPvzwQwKA3HvvvV3GveCCCwjDMGT37t2EEEI2bNhAAJDrrruuy36XXHIJAdDFzksvvbTHz7mnz+TA31yi1+KDnesHzp/oeySEEADEYrF02bZx40YCgDz55JPd5urMN998QwCQTz75pMv2+vp6YrFYyBlnnNHlO/rLX/5CAHR5//fccw9xOp1k586dXca4/fbbidlsJhUVFR3berpnCILQ5XdACCEtLS0kPz+fXHHFFR3bDjyv4/R0j0vmXO6J+FyDBg0ibW1tHdvfeecdAoA8/vjjHdsO/P0RQsi8efMIwzBdrhe93YNSGeP+++/v2NbS0kLsdjthGIa89dZbHdu3b9/e7TxP9LtqaGjodmycE044gUyYMIFEIpGObZIkkRkzZpDDDjusY1v8d37ssccSQRC6jNHX/a8zI0eOJKeddlpC+1IoFHWg5TAUCkV1JEnChx9+iLPOOgtHHHFEt9fjKctWq7Wj5l8URTQ1NcHlcmHUqFHdUko709DQgGXLluGKK67A4MGDexy7v3HOOedg0KBBHf8+6qijMG3aNHz++efd9r322mu7/HvBggXIyMjASSedhMbGxo6/qVOnwuVydaRkf/311/D7/bj99tu76SbEP7cNGzZg165duOSSS9DU1NQxVjAYxAknnIBly5Z1pBx7vV6sXr0a1dXVPb6neKbHV199hVAolPBn8fnnn+Ooo47Cscce27HN5XLh6quvRnl5ObZu3dpl/8svv7xL9kB8hXrv3r0HnWfmzJlYt25dx8reihUrcPrpp+Pwww/H8uXLAcjZIQzDdLElWVwuF37zm990/NtiseCoo47q0773338fkiThoosu6vK9FhQU4LDDDuv4XtevX4+ysjLcdNNN3bQK4t9rIr8ZQgjee+89nHXWWSCEdJnzlFNOgc/n6/a7TPWz78yll17asSLdG4m8x2SZO3cuotEo3n333Y5tb7/9NgRB6PJ9HYwrr7yyy/zTpk0DIQRXXnllxzaz2Ywjjjiiy2fy+eefw2w248Ybb+wy3p/+9CcQQvDFF1907Aeg235Kt2VN9Vp8MBJ9j3FOPPHELpkNEydOhMfj6fNcampqAgBkZmZ22f7NN98gFovhD3/4Q5fvqKfPbsGCBZg5cyYyMzO7nPcnnngiRFHEsmXLDmqD2Wzu+B1IkoTm5mYIgoAjjjgi5c9PKebOnQu3293x7wsuuACFhYVd7i2df3/BYBCNjY2YMWMGCCFYv359tzEPvAelMsbvfve7jv/3er0YNWoUnE5nl5ayo0aNgtfr7XIOpPtdNTc349tvv8VFF10Ev9/fcXxTUxNOOeUU7Nq1C1VVVV2Oueqqq2A2m7ts6+v+15m4rRQKRT9oOQyFQlGdhoYGtLW1Yfz48QfdT5IkPP7443j66adRVlYGURQ7XjtY+nPcIeprfCVpbm7ulkKdKFlZWX0KaR522GHdto0cORLvvPNOl20sy3bUJMfZtWsXfD4f8vLyehy7vr4eALBnzx4AB//cdu3aBUB+MO0Nn8+HzMxMPPjgg7j00ktRUlKCqVOn4vTTT8fcuXMxbNgwAEBpaSluueUW/Pvf/8b8+fMxc+ZMnH322fjNb37TaykMAOzbt6+LBkecMWPGdLze+T0c+FAffxjqSQ+lMzNnzoQgCPj+++9RUlKC+vp6zJw5Ez/99FOXIMjYsWORlZV10LEORnFxcbcH9czMTGzatOmgx+3atQuEkB7PDQAdJU6JfK+J/GYaGhrQ2tqK559/Hs8//3yP+8TPpTipfvadiae5H4xE3mOyjB49GkceeSTmz5/fEbSYP38+jj76aIwYMSKhMQ58//HzuqSkpNv2zp/Jvn37UFRU1OXhFOh6jsf/azKZupU9jBo1KiH7EiXVa/HBSPQ9xjnwswTk8ynRc4kcoDMSH//A309ubm63gMmuXbuwadOmXsshDzzve+KVV17BI488gu3bt4Pn+Y7tiZzfanLg+2cYBiNGjOiif1VRUYG77roLH3/8cbfPu7N+E9DzPSjZMWw2W7fPOiMjo8dr5YG/nXS/q927d4MQgr/97W/429/+1usYnRclevoO+7r/dYYQ0m8XaCiUQwUaBKFQKIbh/vvvx9/+9jdcccUVuOeee5CVlQWTyYSbbrpJt1aLvXHeeedh6dKlKR27ePFixVr0dV6xjSNJEvLy8jB//vwej0lG5yT+uT/00EO91rHHNR0uuugizJw5Ex988AEWLlyIhx56CP/617/w/vvvd2hdPPLII7jsssvw0UcfYeHChbjxxhsxb948rFq1qkdHOhUOXKGLc+BD0YEcccQRsNlsWLZsGQYPHoy8vDyMHDkSM2fOxNNPP41oNIrly5enXcedqn2SJIFhGHzxxRc9jnGgtka6xL/73/zmN70GweI19XFSfW+d6SsLRE3mzp2LP/7xj9i/fz+i0ShWrVqF//znPwkf39v772l7Mp9JKvT2kNU5oNEbRrgWp3ouxYM0yQTeDkSSJJx00kn4v//7vx5fHzly5EGPf/3113HZZZfhnHPOwZ///Gfk5eXBbDZj3rx5HQE8IL3vSC1EUcRJJ52E5uZm3HbbbRg9ejScTieqqqpw2WWXdfv+e7oHJTtGMr8boOs5kO53Fbfl1ltvxSmnnNLjPgcGQXu6RiVy/4vT0tLSazCbQqFoAw2CUCgU1cnNzYXH4+nW3eRA3n33XRx33HH43//+12V7a2srcnJyej0uvtLS1/hK8sgjj6TsZE+aNKnPfeIZGJ3ZuXNnj90eDmT48OH45ptvcMwxxxz0gTK+mrxly5ZeV7rj+3g8Hpx44ol9zl1YWIjrrrsO1113Herr6zFlyhTcd999XZzACRMmYMKECfjrX/+KlStX4phjjsGzzz6Le++9t8cxhwwZgh07dnTbvn379o7XlSBelrJ8+XIMHjy4o5Rj5syZiEajmD9/Purq6jBr1qyDjqPWCt/w4cNBCEFpaelBHfvO32tv31kiv5l49xFRFBP67hNFic8nkfeYyvwXX3wxbrnlFrz55psIh8PgOA6//OUv07I1EYYMGYJvvvkGfr+/S6bEgef4kCFDIEkS9uzZ0yX7o6ffR2ZmJlpbW7ttPzDjoicSvRYn810m+h7TZfTo0QCAsrKybvMD8rW18+p8Q0NDt2v58OHDEQgEUj7v3333XQwbNgzvv/9+l8/o73//e5f94hkoB35PiXxHQGq/pQPvLYQQ7N69uyOguXnzZuzcuROvvPJKh3AvgKS6mSgxRqIk+l319lnFzwWO49K+ziVy/xMEAZWVlR0C3BQKRR+oJgiFQlEdk8mEc845B5988gl+/PHHbq/HV3XMZnO3Vb4FCxZ0q8c9kNzcXMyaNQsvvvgiKioqehxbaaZOnYoTTzwxpb8DU6974sMPP+zyvn/44QesXr26z+4hgLwiJYoi7rnnnm6vCYLQ4XCffPLJcLvdmDdvHiKRSJf94p/b1KlTMXz4cDz88MMIBALdxmtoaAAgr/wdmOKcl5eHoqIiRKNRAEBbWxsEQeiyz4QJE2AymTr26YnTTz8dP/zwQ5cWpcFgEM8//zyGDh2KsWPH9npsssycOROrV6/G4sWLO4IgOTk5GDNmDP71r3917HMwnE4ngO4PNuly3nnnwWw24+677+52XhNCOrQQpkyZgtLSUjz22GPdbIgfl8hvxmw24/zzz8d7773XY7Ak/t0ni9Pp7HauJEsi7/Fg8/f23eTk5OC0007D66+/jvnz5+PUU089aABWKU4//XSIotgt6+TRRx8FwzAdv/v4f5944oku+z322GPdxhw+fDh8Pl+XMquampoe2wAfSKLX4mTO9UTfY7oMGjQIJSUl3e41J554IjiOw5NPPtnlvfX02V100UX4/vvv8dVXX3V7rbW1tdt17EDiGQyd51m9enW3NstDhgyB2Wzuplvx9NNPH3T8OAc7l3sj3nkszrvvvouampqOz78n2wkh3dprHwwlxkiURL+reNeaAz+vvLw8zJkzB8899xxqamq6jZHIdS6R+1+crVu3IhKJ9NpFiUKhaAPNBKFQKJpw//33Y+HChZg9ezauvvpqjBkzBjU1NViwYAFWrFgBr9eLM888E//85z9x+eWXY8aMGdi8eTPmz5/fY03tgTzxxBM49thjMWXKFFx99dUoLS1FeXk5PvvsM2zYsEH9N6gwI0aMwLHHHotrr70W0WgUjz32GLKzs3tN+e3M7Nmzcc0112DevHnYsGEDTj75ZHAch127dmHBggV4/PHHccEFF8Dj8eDRRx/F7373Oxx55JG45JJLkJmZiY0bNyIUCuGVV16ByWTCf//7X5x22mkYN24cLr/8cgwaNAhVVVVYvHgxPB4PPvnkE/j9fhQXF+OCCy7ApEmT4HK58M0332DNmjV45JFHAMitdm+44QZceOGFGDlyJARBwGuvvdbxsN0bt99+O958802cdtppuPHGG5GVlYVXXnkFZWVleO+997qlYqfDzJkzcd9996GysrJLsGPWrFl47rnnMHTo0D7LdoYPHw6v14tnn30WbrcbTqcT06ZNS1sLYPjw4bj33ntxxx13oLy8HOeccw7cbjfKysrwwQcf4Oqrr8att94Kk8mEZ555BmeddRYOP/xwXH755SgsLMT27dvx008/dTwsJPKbeeCBB7B48WJMmzYNV111FcaOHYvm5masW7cO33zzDZqbm5N+H1OnTsXbb7+NW265BUceeSRcLhfOOuuspMZI9D32Nv8333yDf//73ygqKkJpaWkXzZm5c+figgsuAIAeA4lqcNZZZ+G4447DnXfeifLyckyaNAkLFy7ERx99hJtuuqkj8+Xwww/Hr371Kzz99NPw+XyYMWMGFi1ahN27d3cb8+KLL8Ztt92Gc889FzfeeCNCoRCeeeYZjBw5sk9xzkSvxcmc64m+RyX4xS9+gQ8++KCL9kJubi5uvfVWzJs3D2eeeSZOP/10rF+/Hl988UW3QNef//xnfPzxxzjzzDNx2WWXYerUqQgGg9i8eTPeffddlJeXHzQ4duaZZ+L999/HueeeizPOOANlZWV49tlnMXbs2C7B5IyMDFx44YV48sknwTAMhg8fjk8//TQhzRGg73O5J7KysnDsscfi8ssvR11dHR577DGMGDECV111FQA5k2b48OG49dZbUVVVBY/Hg/feey+pzEclxkiURL8ru92OsWPH4u2338bIkSORlZWF8ePHY/z48Xjqqadw7LHHYsKECbjqqqswbNgw1NXV4fvvv8f+/fuxcePGg9qQyP0vztdffw2Hw4GTTjpJ8c+CQqEkgbrNZygUCuVn9u3bR+bOnUtyc3OJ1Wolw4YNI9dff31HK8FIJEL+9Kc/kcLCQmK328kxxxxDvv/++24tSHtqH0gIIVu2bCHnnnsu8Xq9xGazkVGjRpG//e1vSdlolBa5Dz30EHnkkUdISUkJsVqtZObMmWTjxo1d9r300kuJ0+nsdaznn3+eTJ06ldjtduJ2u8mECRPI//3f/5Hq6uou+3388cdkxowZxG63E4/HQ4466ijy5ptvdtln/fr15LzzziPZ2dnEarWSIUOGkIsuuogsWrSIECK3ef3zn/9MJk2aRNxuN3E6nWTSpEnk6aef7hhj79695IorriDDhw8nNpuNZGVlkeOOO4588803XeY6sF0nIYTs2bOHXHDBBR3f7VFHHUU+/fTTLvvEW0Ae2IK3t/OlJ9ra2ojZbCZut7tLC8TXX3+dACC//e1vux1z4PlJCCEfffQRGTt2LGFZtsvcs2fPJuPGjes2Rm/tTHvivffeI8ceeyxxOp3E6XSS0aNHk+uvv57s2LGjy34rVqwgJ510Usf3MXHixG7tRRP5zdTV1ZHrr7+elJSUEI7jSEFBATnhhBPI888/37FPMp99IBAgl1xyCfF6vQRAx/vubYzOrx3YSrSv99hTW9Ht27eTWbNmEbvd3q01KiHyuZyZmUkyMjK6tY7ujXjrzANbgMfnb2ho6LK9p9+u3+8nN998MykqKiIcx5HDDjuMPPTQQ93afIfDYXLjjTeS7Oxs4nQ6yVlnnUUqKyt7bP+5cOFCMn78eGKxWMioUaPI66+/nnCL3ESuxYT0fq73dE4n+h4B9NhutKdrQ0/EW1l3bqtNCCGiKJK77767433NmTOHbNmypcdx/X4/ueOOO8iIESOIxWIhOTk5ZMaMGeThhx8msVisi00H3jMkSSL3338/GTJkCLFarWTy5Mnk008/7fEzaWhoIOeffz5xOBwkMzOTXHPNNWTLli0Jtcjt61zuTPw39Oabb5I77riD5OXlEbvdTs4444xubbK3bt1KTjzxROJyuUhOTg656qqrOloUd7bpYPegdMfo7VrZ0+ed6He1cuVKMnXqVGKxWLr9Xvbs2UPmzp1LCgoKCMdxZNCgQeTMM88k7777bsc+vf3OE7n/xZk2bRr5zW9+0+NnRqFQtIMhRGVlLgqFQqEkTHl5OUpLS/HQQw/h1ltv1dscCmXAIQgCioqKcNZZZ3XTxKD0H0444QQUFRXhtdde09sUQ7BkyRIcd9xxWLBgQUemE0VbNmzYgClTpmDdunW9Co1TKBRtoJogFAqFQqFQKO18+OGHaGho6CLoSOl/3H///Xj77bcTFhmlUNTmgQcewAUXXEADIBSKAaCaIBQK5ZBHFMU+xc1cLpfiLUYpFEr/YfXq1di0aRPuueceTJ48GbNnz9bbJEoaTJs2DbFYTG8zKJQO3nrrLb1NoFAo7dAgCIVCOeSprKzsU5Ty73//O/7xj39oYxCFQjEczzzzDF5//XUcfvjhePnll/U2h0KhUCgUikpQTRAKhXLIE4lEsGLFioPuM2zYsIS60FAoFAqFQqFQKJT+S78NgjzwwAO444478Mc//rGjx3skEsGf/vQnvPXWW4hGozjllFPw9NNPIz8/X19jKRQKhUKhUCgUCoVCoehOvxRGXbNmDZ577jlMnDixy/abb74Zn3zyCRYsWIClS5eiuroa5513nk5WUigUCoVCoVAoFAqFQjES/U4TJBAI4Ne//jVeeOEF3HvvvR3bfT4f/ve//+GNN97A8ccfDwB46aWXMGbMGKxatQpHH310n2NLkoTq6mq43W4wDKPae6BQKBQKhUKhUCgUCoWiHIQQ+P1+FBUVwWTqPd+j3wVBrr/+epxxxhk48cQTuwRB1q5dC57nceKJJ3ZsGz16NAYPHozvv/8+oSBIdXU1SkpKVLGbQqFQKBQKhUKhUCgUirpUVlaiuLi419f7VRDkrbfewrp167BmzZpur9XW1sJiscDr9XbZnp+fj9ra2h7Hi0ajiEajHf+Oy6NUVlbC4/EoZziFQqFQKBQKhUKhUCgU1Whra0NJSQncbvdB9+s3QZDKykr88Y9/xNdffw2bzabImPPmzcPdd9/dbbvH46FBEAqFQqFQKBQKhUKhUPoZfUlb9Bth1LVr16K+vh5TpkwBy7JgWRZLly7FE088AZZlkZ+fj1gshtbW1i7H1dXVoaCgoMcx77jjDvh8vo6/yspKDd4JhUKhUCgUCoVCoVAoFD3oN5kgJ5xwAjZv3txl2+WXX47Ro0fjtttuQ0lJCTiOw6JFi3D++ecDAHbs2IGKigpMnz69xzGtViusVqvqtlMoFAqFQqFQKBQKhULRn34TBHG73Rg/fnyXbU6nE9nZ2R3br7zyStxyyy3IysqCx+PBH/7wB0yfPj0hUVQKhUKhUCgUCoVCoVAohzb9JgiSCI8++ihMJhPOP/98RKNRnHLKKXj66af1NotCoVAoFAqFQqFQKBSKAWBIvCUKBW1tbcjIyIDP56PCqBQKhUKhUCgUCoVCofQTEn2e7zfCqBQKhUKhUCgUCoVCoVAo6UCDIBQKhUI55BFCdaj86jzsff8IBCq/1NscCgUAIEZbsX/Rr7FnwUS07X1Pb3MoFAqFojHhxvUo+/AYlH98HKKt2/U2Z8BAgyAUCoVCOeSpW/VnECLAPeQc1K68CXygQm+TKBTUr/kbxHA9vKMuQ93q2xFt2aa3SRQKhULRCIkPomb572HPOxKWjBGoWX4dJDGqt1kDAhoEoVAoFMohTbjhR4RqlyP/6IeRM+UvsHhHo3nrc3qbRRngRFt3IFDxKfKOfhBZE26GPX8amrc+q7dZFAqFQtEI3+43AAB5R92P/OkPQww3ILDvU52tGhjQIAiFQqFQDml8u9+Co3AOrN6RYBgTMkddAX/5hxB5v96mUQYwbXvehi1nKuw5k8EwDDJHX4VAxecQwg16m0ahUCgUlSGEoG3PO8gY/iuYWAfMlgx4hl+I1p2v6m3agIAGQSgUCoVyyCKJUQT3L4R76Nkd21wlp4KBCaHqpTpaRhnIEEmEf9+ncA/9Rcc2R8GxMFsyEKxerKNlFAqFQtGCaMtPiLXthmfY+R3b3KXnIdq8CXywSkfLBgY0CEKhUCiUQ5Zw/WpIYgTO4hM7tjFmCxyFMxGs+lZHyygDmUjzJoiRBrhKTu3YxpjMcA46HsGqb3S0jEKhUChaEKpeDIt3NDhXScc2a+Y4sI5CBKsW6WjZwIAGQSgUCoVyyBKu+x627Ekwc+4u252DTkCwZgmIJOpkGWUgE65dAYt3DFh7bpftzkEnIlSznArjUSgUyiFOsHopnEVzumxjGEb2T/bTYLja0CAIhUKhUA5ZQnXfw5E/vdt2R+FMSNEWxHw7dLCKMtAJ1a6Eo2BGt+32/GkgYgTR5i06WEWhUCgULZCEMCJNG2HP734fcBQci3DjOhBJ0MGygQMNglAoFArlkETk/Yg2b4G9hyAIa88D6yxGuGGtDpZRBjKSEEGkcR0c+cd0e81syYAlYyQiDT/qYBmFQqFQtCDavAmABFvO4d1es+VMARGCiLbSRRo1oUEQCoVCoRySRJs2AQBs2ZN7fN2WMwWRxnVamkShINqyFUSKwZY7pcfXbblTEW6kwTkKhUI5VAk3roclY2S3Ul0AYO254FyDEaH3AVWhQRAKhUKhHJJEmjfDknEYTKytx9ftOZMRaVyvsVWUgU60eSM491CYLRk9vm7PmYpIwzoQQjS2jEKhUChaEGlYC3vO1F5ft+VMQaSBLtKoCQ2CUCg6QYiEhvX3Y+/7R6LuhztBJF5vkxQh5i9HxVfnoOyjWQhWL9HbHMoAJtq8BbasCb2+bsuZAj6wD0KkUUOrKAOdSNMm2LIm9fq6NWs8xGgTxHC9hlZRKD8j8n5UL7sGez+YhtYdL+ltjmKEaleg/OPjUPHlLxBr26O3OZQBTLR5C6zZvd8HbDlTEKaZqqpCgyAUik607ngJvl1vIHPMVQhUfIaWrc/pbVLaEIlHzbJrYGKdcBbNRs3ya8EH9uttFmWAEm3eDGvW+F5ft2aOAUwcos0/aWgVZaATad50UOfX4hkGxmRBtHWbhlZRKD9Tv/oOxHw74T3sN2hYew9CtSv0Nilt+GAVqpf9Hvb8aTBbMlC99CoQMaa3WZQBiBhtgRCulX2QXrBmjYcQrIQYa9PQsoEFDYJQKDog8QE0b34COZP+jMwxVyN3yl/R/NN/IEZb9DYtLdrK3ocQqkHhMU8i94i7Yc0ci8aND+ltFmUAIsbawAcqYD1IJghj4mDxDKMdYiiaIQkh8G1lsGWN63UfxsTBknEYoi00CELRnkjTRgQqPkPBjMeRNf4P8Iy4GA3r7u/35VnNW56ExTMMeUfdj4JjnoAYbYZv9xt6m0UZgERbdwCMCZaMw3rdx9r+Wsy3UyuzBhw0CEKh6EDb3gVgzBZ4RlwMAHAPPQdmaxZ8e97W2bL08O2aD8/wi2C2ZYFhTMgadwMClV9AiDTpbRplgBHz7QLwsyPRG9aM0VSBnaIZMd9uAAQW76iD7mfxjqaZIBRdaNn+IhyFs2DLnggAyBr7e8RatyNcv1pny1JHjLXBX/4RMsf+HgxjgtnqhXfkZWjd9Vq/D+5Q+h+x1m3g3KUwma297mPiXOBcg6l/oiI0CEKh6EBb2YfwlJ7fcQFkTCw8wy6Ev/xDfQ1Lg2jrTkSbNyNj+MUd2xyFs8DacuEve09HyygDkZhvF1hHEUyc66D7WbyjEKNOBkUjoq07wNoLehVFjWPNHIMYzQShaIzEBxDc/xUyRvy6YxvnGgxHwbEI7PtUR8vSI1DxOUysA65BJ3Zs8wy/AHxbGRXHpmhOtHU7rN7Rfe4n+yfbNbBoYEKDIBSKxsT8+xBt3gT30LO7bHeVnIJY6w7wwf6poRGs+hqWjJGwZIzo2MaYzHAP/QUCFV/qaBllIBLz7YIlY2Sf+1m9oxDz7QKRBA2sogx0Yr4dsHgTOS/HIObfC0mMamAVhSITrPoWjMkCR9HsLtudJScjUPU1CJF0siw9gvu/hrP4JDBmS8c2zlkMe940+Pd9rKNllIFItCWxIIjVOxpRGgRRDRoEoVA0JlS9GKyzGBZvV0Eki3cMWEcRgvsX6WRZegT3L4Jz0PHdtjuLjkOkaQMtiaFoihwEGdHnfhbvKBApBt6/TwOrKAOdWOvOhIJzlozDACLR85KiKYGqRXAUHdctTd816ESI4XpEmzbpZFnqSEIEobqVcBb14J8MOh6h6qU6WEUZqBAiyf5JAsHweKYqLdlSBxoEoVA0JlSzHI6CY8EwTJftDMPAUTQHoZplOlmWOiLvR6R5IxyFs7u9ZsuZDJPFgxBtl0vRkFjb7oOKjsWRS2bciProagtFfaK+nbD2oQcCAGZbDkysC7x/rwZWUSjyw1m49js4C2d2e411FMDiHY1Q3fc6WJYekca1IJIAR8GMbq85iuaAD5Qj5i/X3jDKgEQI14GIYVjcw/vc1+odDYn3QwjVaGDZwIMGQSgUDSESj1D9ajh6cDIAwJ57JMKN6/pdymmkcT3AmGHLPrzba4yJhaPgGITqVmpvGGVAIrY7DYkEQRiGgSVjJGKtuzSwjDKQEWNtEMN1CZ+XnKcUsbYyDSyjUIBY63aI0SbY87sHCwDAnnsEwg0/amxV+oQbfoQ1c2yP+lAWzwiwjiKEapbrYBllIML7ywHGBM5V0ue+nGsIYOIQa9ujvmEDEBoEoVA0JNK0GUQIwtGbk5F3BKRYa7+74EXq18CWNQEm1tbj6/bcIxBpWKuxVZSBCu+Tfz8WT98rLQDAeUplx4RCURG+Tc7q4DzDEtqfc5eC99MgCEUbQrUrwblLwTmLenzdlnuEnFXR3xZpGn6EPfeIHl9jGAb2vCMRaaT+CUUb+LYycM7iLvo0vcGYWHDOYnofUAkaBKFQNCTStB6cZzjMVm+Pr7OOQWAdhYj0s9WW8EGcDACw5R4JPrAPQrhBQ6soAxU+UAGzNQtmiyeh/S3uoYhRJ4OiMjF/Ocy2bJg5d0L7W9yl9LykaEakcR3suUf2+ro9dyqkmK+9zXP/gEgCwo3rYTuof3IEwg3rNLSKMpCJ+feCc5cmvL8cDC9Xz6ABDA2CUCgaEmlcD1vO5F5fZxgGtuzDEWncoJ1RaUKIhEjzZlh7KIWJY/WOBsM66GoLRRNi/nJwrsEJ78+5hoAPUAFKirrw/vKknF+LZxh4Wg5D0YhI00bYcib1+nrHIk1j/1mkibXtBhGCsOdM6XUfe84UCMFKCOF6DS2jDFR4fzksydwH3EOpZo1K0CAIhaIhkcb1sGf3HgQBAGvWOERbt2lkUfrwgQoQIQhb1rhe92FMLGw5kxGu7z/OE6X/wgcqwLmHJLw/5y6FFPNBjLaoaBVloCMHQYYmvD/nKYUYbYIY86lnFIUCQAjXQwhV96jrFYdhGFizxiPavFU7w9Ik2rJVzr6y5/W6jyVjFBjWiTAt2aVoQMxflvR9gJbDqAMNglAoGiGE6mQnI+fwg+5nzRwnt8SSeG0MS5Noy08wcW6wzoOLPNmyJyHaslkjqygDGT6wTxYUSxBLe8CErrZQ1CTmL4MlGee3fd+4lgiFohaRxg1gzPY+2zdbvWP61SJNtGUrrN6x3brxdYYxyaLukab1GlpGGYgQSQDvrwDnSS4ThA/s7zfPBP0JGgShUDQi0rwxMScjcyyIFEOsnzi+0ZatsGaOOaiTAcjvK9qyjfY7p6gO79+XVDmMiXPBbMulqy0U1SCEgE9yBdDMuWG25dDgHEV1Ik0bYMueAMbEHnQ/a+YYRFu39xtx1GjLNlgzx/a5nzVrLGIt/Se4Q+mf8MEqgAiwuBMTxwbag+FEAB/Yr55hAxQaBKFQNCLash1W76g+nQyzLRdmWzaiLT9pZFl6RJu3wprZeylMHGvmOLnfebBSA6soAxVJCEGMNCT1sAnIjgYVH6OohRhthsT7k6oFBwDOWQIhSJ1firrIixnj+9zPmjkWRAiBD1RoYFV6EELa31cCQRAvXaShqA8f2AcwLFhHYcLHsI4iMCYL9U9UgAZBKBSNiLVug8U7us/9GIaRb8j9pO422pqYk8G5BsPEuhBp7h/BHUr/JO6cJ5MJAsTFx6g4KkUd4g5sssE51lUMngZBKCoTbd2ekH/COothYl2I9oOsCSFUAynWmlgQJHOsrL9DxVEpKiIE94NzFoExmRM+hmFM4NxDaEagCtAgCIWiEdHW7bBmjkloX0vmaMTadqlsUfqIsTaI4fo+S3wA+UJuyRyNWEv/CO5Q+ie8fx8Y1gGzLSep42gmCEVNeH85zPY8mFhHUsdxzmLwgSqVrKJQADHSDDFcl5B/0nEf7we6IDHfTjAmS0KBR4tnGBiTBVHqn1BUhA9WgXUWJ32c7J/Qcl2loUGQQwAiCQjWLNPbDMpBkIQQeP8+WBNYaQEAi3sYYm17VLYqffh2Gy2exOobrZnjEKFOhqGRxCjqfvgL9r53BGq+uxESH9DbpKTgAxXgXIP71Kg5EOpkUNSED1aB60M8uic4Z3G/LIdpK/8IZR/NRMUXZyDSSAUnjUzUtwNgTLBkHJbQ/hbPiH7hn8Ta9oBzl/ZZggzIHews3lGItlL/xMgIoTpULb4Ue98/Eo0bH+432jRxhEAVuFSCIK4h/aIErb9BgyCHAJHGtahecjmC1Uv0NoXSC7HWHQBIQummAGDxDIcQrIIkhNU1LE1ibXthtufDxLkS2t+aOZZmghichjV3IVi1CNkTb0G0aTNqv/9Tv6qT5oP7U3QySiDxfoixNhWsogx0hBTPS9ZVDD5UDSKJKlilDqHa71D3/S3wlJ4LzjMCVUsup6J+Bibash0W9zCYzNaE9rd4hvUL4fZY215YkujCYc0c0y/KfAYqRIyhasnlkGJtyBp3A1p3vIyWbc/rbVZS8MH9YJ2Dkj6Ocw6CEKQZgUpDgyCHAPa8afCOvAz1a+6CJEb1NofSA9HWbWCdg2C2eBLan2vPrDD6ynSsbQ8snuEJ72/NOAxCuJY+aBqUUN0qtJW9i8Jjn0LGYZegcObTCFZ9i1D1Yr1NSxghWJ2ak+EY1H48fVijKA8f3A/WlUJwzlkMSDyEcJ0KVikPkQTU/3gXPMMvRvbEW1Aw/RFYPMPRuGGe3qZReiGWoB5IHM4zDLy/3PCr8HzbHnDJ+CdeufMNxZi07HgRYrgOhbP/C++oS5F3xD/QvOlRCKH+cW0E2hdpUrgPsM5i8MGqfrUg1R+gQZBDhKwJf4TEt8Ff9p7eplB6INq6I+FSGAAwW7NgsngNv9oiB0GSaPXV7pDw/SCVdiDSvPlxuAafCXvuEQDklTFP6blo3vqMzpYljlx2UJT0cSZrJhjWQUUoKarABypTywRx9q/gXGD/1xCCVcieeAsAucwgZ/IdCFR8TvUWDIqsV5a4f2JxDwMRIxBC1SpalT5yJkji/oklYwR4/z4QiVfRKkoqSEIIrdteQNb4G8DasgEA7tLzwLmHoGX7f3W2LjEkMQoxXJdapqpzEIgYhhhtVsGygQsNghwimC0eeIZfhNadr9FIoQGJte1JuN4WkDvEWDzDDV93m2wmiNnigdmeb/jgzkAk6tuFcP0qZI29pst27+grEGn4ETHfbp0sSw4hlFomCMMwNOWUogpEEiCEalJaATSZrTDb8/pNcM63az7cQ37R8aACAPbcI2DPmwbfrjd0tIzSE4RIiPl2weJJ3D/hXCWAiTP0fVyMtUGMNCTln3Ce4QARwPup9oLR8O/7BIRI8Ay/uGMbw5jgHXUZ/GXv94vAlRCUg4apCKP+HAyn/omS0CDIIUTGiF8j1rod0aYNeptCOQC+bW9SN2PA+HW3ROLB+/cllW4KoD240z8eqAcSbXsXwJo1oVs7Qat3NCzeUfDv+0QnyxJH4gOQYj5wjuQzQYD2lFPaiYOiMEK4FiBiSs4vEO8QY/wgiBBpRLj+e7hLz+32mmfYhfDv+5iW7BoMIVQLIoZhyUj8Ps6YWHCuweAN7J/EbeOSyARh7QVgWKfhF58GIm1734N7yFkwsfYu210lp0Pk/QjVrNDJssThg/sBhgVrz0/6WLPFAxPn6TfB8P4CDYIcQljcQ2DLnoxA5Zd6m0LphMQH5FXAJIMFnGeYoctG+EAFQIQUgjvD+01WwUCBEAn+8o/gKT2/x9fdQ87uF0EQPo2VFkBOOeVDNAhCURY5gMGAdRSmdDznLOkXK4DB/QthtmbCnntkt9dcJaeCEBHB/V/rYBmlN2JtewBGDmokg9EXaWJte2C258HMuRM+5ucMXOqfGAk+UIlIwxp4hnX3T8xWL5xFc+Cv+FQHy5JDFscuAmMyp3Q85yruF/eB/gQNghxiuAafikDll7QkxkDE2sVNk6lNBdrb5PrLDPtd8v59YMxWsI6CpI6zZIygTobBiDZvhhiuh6vklB5fdw46Eby/DHygUmPLkkMIVYMxWWDulIqfDKxzEIR+sOJO6V8IwSqw9vyEu28cCOsaBD5o7N8eAAT2fwNn8ck9OvkmzgnnoBMQqPxKB8sovcG37QXnHgzGxCV1nOyfGDgI4i+DxZ14Z5g4cnDHuItPA5HA/m/AOgfBmjWxx9edRcchVLvCsL5yHD5YlfICDSD7JzQTRFloEOQQw1VyKvhABWKttM2XUYj59sBsy4bZkpHUcZyrBEQIQYw2qWRZevCBCnDOEjBMcpcRi2cE+EAFTYs2EMH938CaNaHXgJYl4zCYbbkI1X6nsWXJwQerwDqKkj4n43DOYpoJQlEcPlCZUmeYOJxjEIRgjYIWKQ+ReITrV8NRMLPXfZxFxyNUswxEEjS0jHIwktX1isO5h4L3lytvkELwgUpwriFJH0czVY1HsHoRnEXHg2GYHl93FMyEGK5HzLdTY8uSQ84ESV6vLA7npJkgStNvgiDz5s3DkUceCbfbjby8PJxzzjnYsWNHl30ikQiuv/56ZGdnw+Vy4fzzz0ddXf9pnaQEnGswLBkjEaxeqrcplHb4VJ0MVwkAQDDo6rvs2JckfZwlYwRAJEM7UAONQNU3cA46sdfXGYaBo+AYwwdB5Pa4qemBAHI5jBRtgcQHFbSKMtDhg/tT6ggQh3UUQAjXGHqlM9K0EUQIw5F/dK/7OItmQxICiDSu1dAyysGIte2FxZ1cliog+ydCqMawgpRCoCIlIWJLxgjwbXsN/VsbSIi8H+H6H+AcdEKv+3CuYnCuoQjVGlsXRAjVgE1RrwygmSBq0G+CIEuXLsX111+PVatW4euvvwbP8zj55JMRDP7srN5888345JNPsGDBAixduhTV1dU477zzdLRaHxz5MxCuW6m3GZR2Ykn2qo9j4lwwW7MMW4LABys7AjXJYLblwsS5aUmMQRDCDYi1boezaM5B93MUHItw3UoQImljWAoIwaq0Vlriqao8XW2hKIigQBCEiFFIsVbljFKYUO1KWDPHwmzN7HUfszUTtuzJCFYv0c4wykHh/XtT8k84VwlAJAghY2Yo8cFKsEnqnAByhxhJCEAMD6wFVKMSrv0eDMPCfpDgKgA4Co81/iJNqDbp8vHOyJkg1TRApyD9Jgjy5Zdf4rLLLsO4ceMwadIkvPzyy6ioqMDatfKKgs/nw//+9z/8+9//xvHHH4+pU6fipZdewsqVK7Fq1SqdrdcWe8F0hBt+pOUGBiGWQmeYOKyrxLC14HygImkxNaCT+JiP1t0agXD9apg4N6yZ4w66nz3vKIjRZvDtGjdGhA9VpbXSYrblgDFbIdDVFoqCyLXgaawAtguqGvWBEwAijWt7FEQ9EEfBDITrBpZPZlTiou2p+CesoxBgTIZcpJH4IMRIEzhnCpmqriEAY6a6IAYhXL8Kttwpfeop2XKmItK43rABAkJIexAkNXFsQM4EkXg/JL5NQcsGNv0mCHIgPp8PAJCVlQUAWLt2LXiex4kn/pzSPXr0aAwePBjff/+9LjbqhT3vaBAphkjjer1NGfAQSQTvL0s5CMI5S+QuLAaDECLX3KbgZADtnW9oOYwhCNetgi33yD4Vy1lnMczWbESaNmpkWfLI5TCpZ4IwDENTTimKQogEIVyXVnDOZPHKwblQrYKWKQchBJGmjbDmHN7nvva8oxBp3gJJCKlvGOWgpCraDgCMiQPrKDRkECR+/U4lU5UxW8C5BlNdEIMQrl8NR97Bs0AAwJYzGVKs1bB+pRhtBpFiaWeCAKC6IArSL4MgkiThpptuwjHHHIPx48cDAGpra2GxWOD1ervsm5+fj9ranh2HaDSKtra2Ln+HAmaLB9asCQgbPDVsICCEqkGkGDj30JSO51yD29srGgsx2gwihFJyMoD24I5BM1wGGuH61XDkT+tzP4ZhYM2ehEjjBvWNSgEiiRDCdeCcqa+0ALIIJQ2CUJRCjDQBEp/WCiDDMGDthYYNgvCBfZBiPtiyD+9zX1vOFACgizQGgG8rg9maBbPVm9LxRr2P84FKMGYbzLaclI7n3EMNGdwZaIgxH6It22DP69s/4VyDYbZmIdK0QX3DUiB+7U7nPmCyZIBhnYZ8Juiv9MsgyPXXX48tW7bgrbfeSmucefPmISMjo+OvpCS1Bzoj4sibhjAVH9MdPrAPYMwp6xRwrmJDZoII7TalHARxlVAnwwAI4QbE2nbDnsBKCwDYsicZNhNEjDYBRARrT32lBQBYZ5HhO3FQ+g9CqBoAwKYZnGMdBYYth4k0bYTJ4k2oPNLEOmDLGo9w/Q8aWEY5GDF/eUodVOLI93HjPZDJnWFKeu0m0hecsxh80Hh+10AjXP8DGLMF1uyeW+N2pmORxrBBkBowrAMmzp3yGAzDtJ+bxvvN9Vf6XRDkhhtuwKefforFixejuPhnobGCggLEYjG0trZ22b+urg4FBT07xXfccQd8Pl/HX2XlofNQZsuZLKu1S6LepgxoeH8FOGcxGBOX0vE/K7Abq6UgH6iE2ZoFE+dK6XjOVQIxXAdJiChsGSUZwg0/gmGdsGaOTWh/W/YkRFu3GVJvKL7SYnbkpzUO6yiEEDbmijul/yGEamFiXTCn4fwCchCEN+h5GW3aCFv2pIQfOm15R9IgiAHgAxXg3MnresVhncWG7F4nBCvBpliqC8QzcI33vgYa4YY1sOX0rQcSx5Z9uGEzVYVwLVh7fsqBuTiso7AjsE5Jn34TBCGE4IYbbsAHH3yAb7/9FqWlpV1enzp1KjiOw6JFizq27dixAxUVFZg+fXqPY1qtVng8ni5/hwq27MkgQsjwfbMPdWKB8pTEQ+NwrsEAEQ23Aigrr6fnZAC0tlFvok0bYMueCMbEJrS/LXsiIPGGvK4I4Vp5pYVNLTAXR15xN+bDJqX/IYSq084CAeLOr7HuA3EizZthy5qQ8P723KMQaVoPIsZUtIrSF3xgX/qZIIYsh6lIOUsV+DlT1agimwOFSON62HImJ7y/NWscYr4dhlz8ldvjKnEfyIcQop2LlKLfBEGuv/56vP7663jjjTfgdrtRW1uL2tpahMNhAEBGRgauvPJK3HLLLVi8eDHWrl2Lyy+/HNOnT8fRRyeW6n0owTrywTqKaN2tzvD+CnDu1J2MnxXYjZWayQcqUhZFBQCzPQ+MyWK49zXQiLSv4CaK2ZoJsz0fsdYdKlqVGkKoTpmVFnsBhHCdoVsBU/oPvGLOrzGDc4QQxFp3wJI5OuFj7DlTQMQooj7jXUcGEql2eIvDuUogRhohCWEFrUofPrA/7SAIEYKQoi0KWkVJBiIJiDZvSco/sXpHg4hR8IFy9QxLkXTb48aR/RPj3Qf6K/0mCPLMM8/A5/Nhzpw5KCws7Ph7++23O/Z59NFHceaZZ+L888/HrFmzUFBQgPfff19Hq/XFljMF4SYaBNETPpBeza1RFdj5QBU4V3HfO/YCw5jAuooNuYo0UCCSKK/gJiBm2BmrdxSiLdvVMSoNhLBCToajEJB4WdCyHyDG2tC89Vk0bXzkkG47LYlR+Ha/gYb19yPc0H/0rhRzfts1QYy2Oi2EqiHxflgzEg+CmG1ZYJ3FiDRtUtEyysGQhBDEcH3Kou0AOhZCjKRRQAgBH0y9cx2AjixXukijHzHfThAxkpR/wjqKYOLciLYa0D9R7D5AM0GUpN8EQQghPf5ddtllHfvYbDY89dRTaG5uRjAYxPvvv9+rHshAwJYzmWaC6AghJO1MEEC+sButBlAIVafV8hEwbvvfgULMtxNECKUQBBmNqM+IToacCZIucUelP6y28MFqVHxxBny7XkewegkqvjgdgcqFepulOGLMh/3f/BKNGx5CtGkj9n99IVp3vKS3WQkhp0Gnd60E5OAcEUKQeL8CVilHrHUHGLM16fucLWsCos00CKIXfIe4eeqZIGZ7LhiTxVC6IFLMByKE0mqVbubcMFkzDRXcGWhEmjaAdRSBteclfAzDMLB4RyFmxEUapTIC7QUQw3WGC4b3V/pNEISSPLacyeDb9kCM+fQ2ZUAiRhpAxHBamSAAwDmKwBuoFpwQosgF3ajK8gOFSNMGsPYCsEkKiVq8oxAz4kqLQpkgJs4NhnUaVn8hDpFE1Ky4DqyjEEPOWIiSUz9G5tjfo3blTYZcCUsVQgjqVt4CiQ9gyBkLUXzi28if/gga1t7TLzJClHR+AUAIG2sVMNq6HRbPYQnrCsWxZk+kmSA6wvsrwLCOlNvIAu0ZnQbzT+ILRly6/gldpNEVuVS3764wB2L1jjbc/U/2mWvT7lwHyIs0RIrRUi2FoEGQQxirdzQAxpAPLAMB3r8PQHorLYDcWtFILTulaAuIGAHnTDMTxEWdDD2JNG2ENefwpI+zekdDjDRBiDQqb1QaiAplgjAMY1j9hc607X0bMd9uFB7zBEysAwzDIGvCTbDnT0f9mr8dMitFgYrPEKpdgaKZz4K15wIAPKXnwl16Lup/+IshRfDiEEmUM5QUCM6ZbdmAiTNccC7augMW76ikj7NlTUTMt8twehIDBVkUdXD6GkpOY3Wr4IPVYMw2mKyZaY3DuYoNV4Y8kJCDIIcnfZzVO8ZwQRCJbwMRw4ppQwH9I1O1P0CDIIcwJtYOzj3UkPX7AwE+sA+svQAm1pbWOEYrh4mv+qRdDuMaDCG4/5B5WOtvRJs3w5aV/EoL5xkOMGbDiaMKYWUeNoF28TEDB0GIJKD5p2eQOeaqLu+ZYRjkTv0bIk0bEaj8QkcLlYFIPBo3PADvqMthyRjR5bWcw28H7y9HsOprnazrGzHSCBABnALlMAxjAmvPN9x5GWvd0b7gkhzWrPEAERFt2aqCVZS+kEVR08tSBeJdi4xzTsYzr9IN7nCuwVSzTCckIYSYbxesSYiixrF4R0MI7odooLJBocNnViBT1eKVS9CoLogi0CDIIY5cv2+sh5WBAu/fl7YeCPBza0SjBAuEUDUYsx0mS0Za47DOEki8H1KsVRnDKAlDxBiivl2wZo5N+liT2QqLuxRRAwVBJD4IifcrkgkC/CxCaVQClV9CjDTBO3Jut9cs7qHIGPErtPz0tGGuGani3/cJxGgLMsdd2+011p4L97Dz0bLtBR0sSwwlnd/4OEZ64CQSj1jbHli8I5M+1mzxgHOX0pIYnZD9k/SyVAHjXSuV0uDhnCWG0joZSERbdwBESsk/iQfLeQOJhAuhWjAmC8zWrLTH6shUDRvnN9efoUGQQxyLd7QhRYIGAjGFVlo4ZxGIGDFMsEAIVoN1Fimw0hJXYKeOhtbE2nYDEp+SkwHI2SC8v0xhq1InnhpqPkQfNg+kbe8CuIecBXMvKd/eUVcg2rIV4frVGlumHIQQtGx7ARnDL4a5l4Cr97DfINK4DrG2vRpblxh8qAYmzg0T51JkPDlDyUBZgYEKgAiweIandLwteyKizRsVtoqSCHygAhbX0LTHYR1FhirXFULVYJ0KlB24SsAHq0EkQQGrKMkQbdkK1lkCs8WT9LFmiwdmWw5iRvJPQrUw2/PS9pnjmO20Q4xS0CDIIY41U84EIUTS25QBB+8vVywTBIBhVluEUE3aomOAfLMyWTKoLogORFu2wmzP69BYSBaLpxSxNiM5GXUAGLBpiPx1xmgp3p0RwvUI1a6Au/TcXvexuIfAWXwSfDtf1dAyZYk0rkesdTu8oy7rdR+LdwwsGSPhL/9IO8OSQKlV6TisPR9CuEGx8dIl1lYGxmxLudbdmjmeluvqAJF48MH9imSCcI5CCGEjZaoq459wrhKACIa9DxzKRFu2prxAAwAWzzDwBgqMC+H6pLrc9IWcCULPSyWgQZBDHKt3NIgQoqvtOsAHK9MWRQXaawDNNvBBY6wA8go69nLdLe0QozXRlq2welN3Mjh3qeEyQcy2HDAmTpHx4k6GURz7zgQqvgBrz4c976iD7ucZfhGCVYv6bXewtrJ3Yc+f0ZEx1hMMw8A99Bz4yz8y5HelVGeYOKw9F2K4XrHx0oX37wXnHgqGSc2VtGaORqxtDyQxqrBllIPBB6sBIiqmCULEKMRoswKWpQ8fVOY3xzmKAMZEdUF0IJZmEIRzlxoqE0SMNMCsZBCEZoIoBg2CHOKwzmIwrJN2iNEYiQ9AiraAcxanPZZcA1hooEwQuRxGCThnMc0E0YFoy0+wZqWx0uIuhRCqNkxnByFcr5juAiCvbsolaMYLIASrv4Vz0Al9Png6C2fBxLkRqPhMI8uUQxIiCOz7FJ7S8/rc11VyKvjAPvBtxqkBjyMHQZQ7L832PAgR4wRBYm1lsHiGpXy8xTsGIIIhv7tDGT6wD2BYZbpVtPsCRsiYIERqb5WugBCx2QLWXkD9E40hkoho63ZYM8ekPIbFM8xQJZJCuB6sLbWs256gmSDKQYMghzgMY4LVO8pQIoYDgXjmDXuQVcxkkDvEGCQIEqxWbHWTcw2m4mMaQwhBtGVbeist7Q8+vL9cIavSQwjVKiaKCsjaC/K4xvjNxZH4IMJ1q+AsOr7PfRkTB/eQs9BW9oEGlilLsHoRCBHhKjm1z30tnlJwriEI1izVwLLkUD4TJA9ipNEwbYHlTJDSlI9nbdkw23IRbdmmoFWUvuADleCcg8CY2LTHMnEeMGa7IbRqxEgjIPHKLdK4BtMsao3h/eUgYiTtTBDeX24YGQC5c52S/gnNBFEKGgQZAFi8oxFrpU6GlvDB/WDMdkXUoAGAdRYawskgkgghXAdOISeDdZVQJ0NjhOB+SLw/rXIYszULJs6DmN8Yqy1KtscFAJM1s70NnbFWW0J13wGMCfb86Qnt7xp6NiINP/Y7hylQ+RWcRXNg4pwJ7e8onIVQ9RJ1jUoBIVSraBDEbMsFiGSY0oN0M0EAwJo5BlHqn2iKEKhQpFQXaM9UdRojU1VoLxlWQhMEkHVBhAAt19WSaMtWmCwZaWXzWDzDQMSwYe7fYrgBZpuymiBSrBWSEFFszIEKDYIMAKze0Yj203KYWNteNPx4N6qXXoWmzU/0m/p2PrAfnKtEMTVoziDlMEKkHiCigpkgJeCDVYZZ2eyLSPMW1P3wF1QvuwYt2/7bL29C0ZafwLDOtER7GYYB5ykFbxBxVDFUq6jwmFHb0IVqVsCeNw0m1pbQ/rbsSTDb8xCsWqSyZcohiVGEqhbDVXxKwsc4i+YgXP8DJCGkomXJIQeMlS3Tip/jYkR/cVSR90OMNMCSRiYI0O6f9FNx1FDdKtSt+j/ULL8Wvl1v9JtOIryCQRAAhinXVbobE+cq6TflMIQQBPZ/g9rvbkLNihvgL//EMJkQyRBtlbNU0/GdOWcJwJgNoVtGCIEQaVBcGBWQF38o6UGDIAMAq3cUeP8+QzmIieDf9ykqPj8NkaaNYJ1F8Je9h4rPT0PUt0tv0/pECFYqogcSh3UUgjdAG7p4KzzFhFGd7QrsBnvY7InWna+h8qtfQAhUgrXnoWXb86j48ox+J+wqK6+PSVnMMI7FQOJjQrgeZgXLYQBjtskN1/8Ae/7RCe/PMCY4B52AwP6FKlqlLOG67yFJUTiK5iR8TDwzJly/RiWrkkeMNgFEUGxVGgBMlgw5Q8kA4qjxACiXZiaIxTsGsdZthhS27Q1CCBo3PIiqRZdAjLbAZPGiccMD2P/NxRBjbXqb1yd8oPKggsPJwhmkTa7i3ZicJf1CGJUQCfU/3IGaFdeBQAJjtqJu9Z9RvfQqSHxQb/OSIl3RdkDWc+FcJYbQBZGiLXKJVoqd+HqCbc8qEakuSNrQIMgAwOIdDYAg1rpTb1MSJli9BLUr/4isiTej+OT3kHfE3Rh8+lewZo1H9eJLIUSa9DbxoPDB/WBdSgZBitq7Vegb2RdC1TBZvDCxdkXG45yDADDgDZ5y6q/4Ag1r/4G8ox7AoONfQ96R92DImd+AteejatGv+02GEgBZdMw7Ou1xOLcxMkEIIRAjjYqutAAAazdWm1wx2oKYbwfsuQfvCnMgrkEnyYEFPqCSZcoSqPwKjvxjYLZ4Ej7GxNphzZqAcINxgiDxc8esYC04wzAw23MNEQSJte2F2ZoNsyUjrXGsmaMhRpsNkd2SKM1bnkTrjpdRNOclFM1+AfnT5mHIGQshxlpRs+waQ2c2EkLAByrAKp0JYoCFDCVF2wE5E0SMNBp+AbFpw78QqPgcxSe+jcJjnkDB9Ecw+LTPEPPtRO33N+vuNyZDtGVrWqLtcTj3MENkgsSFrJXsDsOYLTDbsvtdmasRoUGQAYDZ4gHrKOo3JTFCuB613/0RmWOuRtbY33ekxZlYGwpmPAGzNRP1P/xFZysPjiw8ptxKC+soBCQeos7BH6XTuxmzRc5yMXDKqRBuQP3q25E1/kZkDL+wY7vZ4kHR7P+CMVlQt+q2frOSGWvdCYt3VNrjWDzDEPPv1f19SzEfiBST9RIURM4E0d+xjxOuXwPGbIcte0JSx9kLZgAm1pDCoQdCCEGw+lu4ik9K+lh77lREGtaqYFVqCKFamFgXzJxb0XFZW54h2uTy/nJwnvRKYQDA4h4GmLh+I44aqluF5s2PoWDGo3AWze7YzjoKMGjOy4i2/ISWbc/raOHBkWI+SLxf8XIYQ2SqhmqV7RLW/hkZeZEmVPc9Wra9gIJjnoQ9Z3LHdotnOAbNeQnhulWGPh87I4QbIEYaFFmksXhKDZEJIoTqAIZVTB8wDmunHWKUIKUgSFlZGV599VXcc889uOOOO/Dvf/8bixcvRiTS/+rjBwpW72jE+kmHmIa1d4NzDUb2xD91e83E2pA37UEE93+NYM0yHazrG0IIhMB+cEpmgjjllGq9xVGFsLJdOIC4+JhxU04b188D5ypG1rjru71mYh0oOOYJBKsWIdgPSg4kIQQ+UAFrRvpBEM5dKjvU0RYFLEsdoX0FWfFMEIOVw4Trf4AtdwoYE5fUcSazFY7CWQhWfauSZcoRa90OMVwPR9GspI+15R6BSNMGEDGmgmXJI4RqFM0CiWO253ac83rCB5UJ9DNmCyyeEf1CHFUSIqhffQc8w38JV0l3zRrOVYycyX9B85YnDZGt0xPxBQcly2HkTBADZKqG6zo6eymB2ZYDxmwz7CINkUQ0/PgPeIb/sktALo4lYwRypvwNzZsfQ8y/TwcLkyPm2wkwLCyeEWmPxbmHyq2gdUaMNIC156ZdfnwgcocY4/gn/ZWkvpX58+fjqKOOwvDhw3Hbbbfhww8/xPLly/Hf//4Xp556KvLz83Hddddh3z79TzxKVyyZ/UMcNVz/AwIVXyDvqPt6bd9myxoHz4iL0bj+Ad1XoXtCivkgCQGwCmaCmDk3GNapuxCSGKpXPAhi5A4xMd8e+Pd9hJzJf+n1fLRmjoF35Fw0rp8HSYxqbGFyyCVxBBbvyLTHijvRetdMi+F6gDEpv9LiMFY5TLhhTdKlMHEc+TMQrltlyOtlZ0I1y8B5hqWkp2TPmQoiRhBt+UkFy5JH6Y5FcVi7QTJBFBTXlBdpjO+f+Ha9Con3I2fyHb3u4xl2ITjXYDRtflxDyxKHD1TAZPEmVW7WF4bJVA3VKS6QzblKIBhUF8Rf/iH4QCWyJ97S6z6eYRfAln04GtfP09Cy1Ii27oTFUwrGbEl7LM5pDNF9IVyveJYqAJgNtkjTX0k4CDJ58mQ88cQTuOyyy7Bv3z7U1NRg7dq1WLFiBbZu3Yq2tjZ89NFHkCQJRxxxBBYsWKCm3ZQksXrHINq63dBOMCEETZv+DdeQM2HLnnjQfbPGXoeYbydCtcs1si5x4g+FSq60ALLzq/fqktL9zoH4zcqYTkbzT/+BLWcK7PkzDrpf1oQbIcZ8aNv9lkaWpUbUtxOsozDtOn5ALgcyWby6B7CEcD3M1mwwJrOi47KOAkhCACLvV3TcVCBiDLHW7bBlT0rpeEf+dAihasOuaMYJ1iyHsyD5LBAAMNuywHmGI9zwo8JWpYYs0qicKGocsy0XQtgAmSAKimvKbXKNHQQReT+atz6LzHHXHTSAwJjMyJ54C/x734UQadTQwsSQvzflSmEAY3SrIIRADNcpv0jjNOYiDSESmrc+De+oSw8quskwDLIPvw3B/V8h0myMAHFvxHzbYclIf4EGaPe/JV73hUMhXK94lirQnglCu8OkTcJBkAceeACrV6/Gddddh5KS7jc+q9WKOXPm4Nlnn8X27dsxbFh6iuEUZbF4R0GKtUI08I8mXL8K4YY1yB7/xz735VzFcA8505C1jnygEibOrehKC2CMFUAhXKt4Fw6jtqETwg3wV3yGzE66NL1htmTAO+pytGz/r6HbJMZadyjmZADxFsf61kuLCrefixNPqzbCaku0dTuIFIMtKzk9kDicZzjMtlyE675X2DLlkIQQIg1r4OghrTtRbDmTEWnapKBVqSOo8EAGGCMYLgkRiOE6xR6mLd7RiPn2GDqTzrfzNTAmCzIO+3Wf+zoHnQCzPR++XW9oYFlyyBk8yi7QmDg3GLNN14eyuDaU4os0Bs1UDdUsB++vgHfkpX3ua8+ZDEfRcWje/Jj6hqVBrHUnrArolQEA2y66r3cWjxiuV1QUNY7RynX7KwkHQU45pXv9Y29kZ2dj6tSpKRlEUQeLuxSMyWLo1ZbW7f+Dq/gUWDKGJ7R/xshLEa79znA3KEHh9nNxzDpHfgkhqkS1OdfgdgX2sKLjpkvb3gVg7XlwFs5JaH/vyN9CjDQhUPGFuoalQdS3QzEnAwA4Z7Huvz/V0k1tOQBjNkTgONK8CayzBGZbaiU/DMPAnn80wnWrFLZMOcJ1qwEA9rxpKY9hyxyPaMsWpUxKC7UyQVh7HsRIg65ZnUKwCgCUK4fJHAMQAXzbHkXGUxoi8Wjd+SoyR18Bk9na5/6MyQzvyLnw7XodROI1sDBx+KDymSAMw+i+SBMXiVRlkcaAmaqtO1+Ba/BpCZfcZY27DsGqRYbVBiFEQtS3ExYF9MoAWQuLtecbwj9RJxieDyFcr7sOT38nKU2Qffv24bnnnkMsJguPPfXUU6oYRVEexsTCknGYYYMgfKASwapv4R3Vd1Q7ji37cFg8I9C29z0VLUsePrhfUT2QOKxd3zRoSQiACCHF69w7tCUMFMwihMC3+y1kjPhVwmUWZmsmPMMvRMv2F1S2LnXUyATRW9RWDCvfHheQH2RYW64h2tBFmzYl3RXmQBz50xGq/96wJZGhmmWw5R2ZVvtta9Z48P5yiLE2BS1LHkKI3KlCBefXbM8FESOQdCzT4gMVYEwWmA+Shp8MrC0HZluOYf2TQOVXkGJt8Az/ZcLHeIZfCDHWilDNChUtSx71FmnydPVPhFAdYOJgtmYqOm48E8RI100h3IBQzVJkDL844WNsOVNhzRwL367XVLQsdYRgFYgQUqRzXRwj6M3JQRDlF2lYRwFABN11ePo7SQVBfv3rX+PHH3/EOeecg1gshvnz56tlF0UFLAYWH2vd9Ros3lGwJSH8xzAMPMMuQFvZu4aKhvKB/SkJ+/UFa8/XdVVabH8YVNqxN9tywZithlptiTZtgBCshHvoOUkd5z1sLqLNmw1ZeytEmiBGGmFRoP1cHEM4GZF6xR7GDkR27PVPOY00b4It6+A6SX1hz58OMVwP3q9/28CeCNV9D0fBsWmNYc0cAzAmRFu2KmRVakh8G4gYUScTxCYH/EQdHzj5QAVYV4miHQ8sGaPahZuNR+vOV+AuPTcpLSWzJQPOojnw7/tIRcuSg0gC+GCVKkEQuUxLP/9ECNeDtSnfhYNzloAIIYjRZkXHTYdAxadgbXlJZc0xDIOMkXPRtmcBJCGkonWpEW3dDsZsU/Tc1LuUiRACMaJeOQygrw7PoUBSVwtBEPDCCy/ghhtuwPXXd28XSTE2Vq8xO8QQMYa2ve/Ce9hv+9ReOBB36bkQgtWINK5TybrkkdNNlQ+CmHWuBRfCdQBjhtmarei4DMOAc5ZAMJAuiH/fp7DlHgHOOSip4ywZw2HLmYq2PW+rZFnqyO3nTLB4Eis3SwTOWQI+pK8Ce9z5VQO57lZfJ0MSQoj5dsGaoihqHM41BKyjECED6oIIkSbEfDvgyDs6rXFMrAMWz3BEm/UtiRFCNQCgSncYsy0bAAMhot+9QA1xTat3JKKtOxQdUwlivt2INPwIbwJaIAfiHnI2Avu/NkyppxCqAYio+HcHyME5PcthRJW6McUfyo3kn7SVfQj30LOTFgN3DzkbYBj4932mkmWpE/PthCVjpKJBLL1F9yXeDyJGVclUNXEeMGY71QVJk6TONo9HFno8/fTTMWTIEGzcuFEVoyjqYM2UxceIGNPblC4Ea5aA8EG4hpyZ9LGsPQ+2nCkIVH6lgmXJQwiBENwPVpWVlnyIkSbdhDeFcJ280qJwFw4AYF2DwQf0FdiMQyQR/opP4R5yVkrHe4ZfBH/5R5CEiMKWpUesdQc491CYWJtiYxpBgV0MN6iy0gIYQ4E92rIVIBKsWePSGodhGNjzjjakOGq4fhVMrAvWrPFpj2XNHKe7LogQqpPLRRRu2wzIpa1mW7auAXE50K/sPc7iHSUHag1GW9kHsGaOhTVzbNLHOgedAIBBsGqR8oalAB+oABizOl2LHPm6L9Ko87DpgtmaZRj/hA9UItq8Ca4hZyd9rIm1wT34TPjLP1DBsvSItiqrVwbonwkSDwrGs/eUhGEYsA79/ZP+TlJBkBtuuAGCID+A3XnnnbjvvvtUMYqiDpaMUQAREDOY+Ji/7AM4i09MuZuKq+RkBPcvNETNphhpBBGjKpXD5AIgEHVquyeE6lR72ORcxYbpEBNpWg8x3ABXyWkpHe8efAYIERDYb4zAXJxo6w5YFRIdi6O3ArskRCDxbao4vwAM4WREW7eDcw2BmXOnPZY9fzrCdasNca3sTLhuFWx5R4IxsWmPZc2agIgBMkHM9vykMxsTxWzL1b0cRvFMkIyREELVuuu5dIYQCf7yD+AuPS+l402sHc5BJyBQaQyxbD5QAdZRBMbEKT42a8vVWRi1TnFR1Dissxh80Bj+SbDqG7DOQSkF5QA5ezpctwp8sFphy9Ij1rpTUb0yQA6CiOE63bpOCeF6gDG1Z+8pD2svgEgzQdIiqSDI2WefDZaVnRSGYXDTTTepYRNFJVh7Lsy2bEOVxIgxH4JV38I99NyUx3AWnwI+UGEIvZN41FktTRBAvxpAIVynePu5OJxrsGE0QYJVi2HLnpSymJWJc8JVcioC5R8rbFl6xHw7FRUdAzorsOuzShYPCKohPCaPW9ChhaMXsdYdin1vjvzpEKNNhltxD9etgiM/vVKYOLasceDb9kLig4qMlwpCqFa1ayXQrr+gUzkMIUQuh1FY/Dv+AGSkczNctwpCuE4uI0gR56DjEapZboguMWqUMcVhHfkQIg26lUYKIXVaUgPt/olBhNsD+xfBOeiElAOstpwp4FyD4S83kFaNGEOsbY/i/kn8XBeC+vgnQrgOZmu2IsH9njDCIk1/J6Xiqz/84Q9K20HRCKOJowYqPoeJc8FZNDvlMSzuIbB4RyGwf6GClqWGENwPszUbJs6p+NgmzgWGdeiWciqGVXQynMZRYA9WfwtH0XFpjeEefAZCtSsMs6pJCEGsdafi6aYAwLr0a5Mb/y2YVUg3Bdp1eHR07AE5E8SqkJgt5yoG6yw2VEmMEG5ArG037PnTFRnPmjkOANE12C+Ea1UpOYijZztSMdoMIgQV170ycU6wzhJDiaP6yz+Eo2BmWkFWZ+FsSEIQ4Ya1ClqWGnIGj/KlukD7NZiIugmIiuF6FRdp9BcABwAx1oZw/Wo4B52Y8hgMw8A99Bz4y95X0LL0iPnLACIo7p+Y7XlgTBbdvjsxXK9aliogL9LE9acoqZFSEKSxUZ90fEr6yOKoxhEfC1R8DlfJaWmnZzqLTkCoZplCVqUOH6xsLxFQB1ZHcVR1V1qMocDOB6sRa90O56Dj0xrHUXAsGLMVwapvFLIsPYRQFSQhoHi6KRBfJdMnVViM1MPEuRXVOemM3IZOhBjVpw0dIQSxlu2KdvRx5E9HqG6VYuOlS7huFUycG1ZvaundB2LiXGCdg3TNKJAzQZQXaYxj1rFduhCsAgBVdK+s3lGGyVQlEo/A/oUpa0PFMVu9sOVMQah6sUKWpY7amSAAIEa0Py+JJEKINKjqnxghCBKqWQaT2QZHEl1hesI99CzE2nYj5tutkGXpEWvdCZM1E2aFBc4ZxgTWOUjHRRr19MoAmgmiBCkFQdSqc6Woj9U7xjBOhhhtRahuFVyDT017LEfhsYg0bdB95V12MtRZaQH0XQFUs+bWKArsoeolMNvz21eTU4cxW+AsPhkBg6iwR1t3gDFbwbmGKD62ngrsspOhTikM0KkETae6WyEoB6+UXCGz5x+NcP1qw7QVD9Wvgj3vKEUFly0ZI3XNKBDCtWDt6gVBWFueLg+bAMAHq2Di3Ipo1ByIxTvSMOUwobpVkPggnMWpr7rHcRYdh2D1kvSNShM1M0FMnAeMyaJLNy0x2gQQUdUgiBCq1k2UPk6wejEchceCMVvSGsfiGQ5LxmEIVH6pkGXpEfVthzVjpCrPlnqWWguRetVKdQHAbC+g3WHSRNmG2hTDY/GOghiugxjRv+d5sGoRTJwzqV7nvWHLmQLGZNU9zZsP7lc1CGLWqVsFIVL7Sos6UW2jKLAHa5bCWThbkZuxkUpiYq07YPEcpkpnH85VAkEvTZBwvSrK63FMnFtuQ6fTaku0dRsYs03R4JU9fzqkWKthyiLDdd8rVgoTx5oxElHfLkXHTAZtMkH0ygisVi3b0ZoxCtHWHYYoiwxUfglH/nSYLRlpj+UsmoOYbyd4nbQJALmUQoq1qpYJwjCM7J/ooFUTvz6rJ9w+GCCirqUHhBCEa1fCXnCsIuM5i082TFdFNURR43DO4kPWP2EdBZB4PyQhpNochzopBUGMcIOipIYl4zCAMSHq078kJlD5JZyDTlREqdxktsKeNw2h2hUKWJY6QmA/WBVEUeOwtjxd0qDFaDMg8ao69qyrRFcFdiKJCNevhr1ghiLjOQqOAWO2Ibj/a0XGS4dYq/KiqHFY5yAI4TpdhP+EiLrppnq3oYu17oAlY6SiwSvOUQjOPRQhA+iCCKE68P4y2POUEUWNY8k4TLeMAkkIQ4r51M0EsedBivl06XogBKvAOYpUGdviHQUp1qpblkscIokI7v9KkSxVALB4x8Bsy0GoVr/fXIdou0pBEKC9XFeHTBAhVAeGdcCkQnYSAFnfhzHpWhLD+/dCCNfCka+Mf+IqORXRli26LzwB8fa4ypV8doZ1FuoWvBLC9eqWw+icqXookFIQ5JRTTlHaDopGmMxWWNzDEG3RdxVQ4oMI1SyDq0S5c8lReCxCNcsVGy9ZiCSCD1Wr0hkmDuvIg6jDA1lHv3OV0k2Bn8VR9SLaug1SzAeHQqvSjNkC56DjEaxapMh46RD1bVdFFBVodxBBdAkUCOEGsArXER8Ia8/XrUOMkqKonZFb5eofBAnVr4LJkqH4e7R4R0KMNECMtig6biLEHVJVA8btjrUebXL5oHqZIBZ3KcCwuuuWRRrXQoy2wFl8siLjMQwDe97Ruv7m+ECFrJ+kQGZLb7D2XF0CWHEBSrVK9RkTB9ZRpJv2FQCEaleCdRSBcw9VZDxr5jiwzkG6NxSQ+CCEYCUsXnUyQVhHEfiQPu2AxbB62dNAvCseQ3VB0iClIMhll12msBkULbF4RyPm0zcIEqxZAphYOApmKjamo+BY8IF9ut2ohHAdIPGKq+Z3xmzTRxhVCNWBMVlUdaD0bkMXrlsJzjNc0ZuWo2gOQrUrdK0lltvP7VUt3TT+sCcEtXc0ZOdX7SBIgY7lMNtVyeBx5E1HuP4HXbveALIoqtJ6IABg8YwAwOiSDSKEawHGpG4teHvgT597QTVYpzqZIIzZAotnOGI6B0EC+xfCnnsEWFuOYmP+rMWjTya1EKgA5xqsqqafXuW6sgaPegs0QLs4qk7aEgAQqlspZ5cq9P0xDANX8Sm664LEr9HqlcMUQQw3gIgxVcbvDUkIQRIC6maqmji5NJJmgqRMypogkUgEP/zwAz799FN8/PHHXf4oxsaaOVr3TJDg/q/hLJytaFcHS8ZImG3ZCNWtVmzMZBDab5CqlsM48iFGGjV/qBbCdWAdBao6UJyOrVYBIFT7vWJZIHGcBTMh8QFEGtcpOm4yxPx7AYmHNXOMKuObzFaYbTngdUg5VbscBgDMjjxdnAwixsD7y+USRoWx5x8Nifcj2vKT4mMngxwEUfY3BwAm1g7ONRhRHcRRhVAtzLYcRco8e8PE2mHi3LqsugvBKlWzHY0gjhqs+hbOovQ6hB2II/9oCKFq3RZp1BZtB/TrXqemaHscPTvEEEls105SphQmjqvkFEQafoQQ0a/jZ9S3E6yjCGaLR5XxWUcR9MhUjZetH8qLNIcCbCoHffnll5g7d26PrXIZhoEo6ru6RDk4Fu9oxLb8B0QSVRFK7AsiiQjWLEPu5L8oOi7DMLDlHolIwxpkDL9Q0bETgQ9UgrUXwGS2qjaHLLJEIEaaOlrSaYHsZKj7sMm5BncosDOmlC5NKUMkHuGGNfAMv0jRcc22LNiyJyFYvRT2vKMUHTtRoq07YLZmKd5+rjOso0jzTBAiiRAjjZo4GaFq7dtv84EKgIiwZIxQfGzWnguLZwRCdSthy56o+PiJwIdqwAfK4chPXxi7J/R6mBZC6naGiaOHOKokhCFGm9sfLNTB6h2FQKV+Kfoxfzl4fxkcabZJPxDOPQxmWy7C9atgcSvfpasv+ECFaoHwOKw9X5fudUKoHhav8sHiznDOEt1KWztKdRXSK4tjy5kKk8WDUM0yeErPU3TsRFFTFBWIl3Az4INVqgcBOxP/HajpdwHtbXJpJkjKpJQJ8oc//AEXXnghampqIElSlz8aADE+Vu8oEDECPrBPl/kjzZsgRVvgKJyt+Nj23CMRblij+LiJwAcqwap8kTU75ECE9lHtOlVrG4H2Nrk6KbBHmjaDCEE4FOhUdCCOojkI1SxRfNxEibVuh8U7WtUsHtZZBEHjulsx2gwQEWYV1deBdicjrL2TEWvbDRPrUu2B2p5/NMJ1q1QZOxHCdathsnhhUUkQTxZH1b5DjBCqUVUPJA5r075dejzQyalUDgO0tzf27dSthXOwajFYZ3F7SZVyMAzT/pvTRxeED2rgn9hzIYQbNP/uhHCdql04gHbhdp0yQSINa8C5hirugzEmMxwFMxGsXqrouMkgi6Kqo1cGyCV2csmItn6lEKmHyZKh6qIoIAd5aCZI6qQUBKmrq8Mtt9yC/HztVqIpysE6BsHEuRHVqUViqOpbWLMmqrKCa889Ary/XJcOKnygQvVIs4l1tbfs1Nb5lbUX1HXsZQV2sy7pwpHGH9vLqbIUH9tZNAfRlq26tbSMtqgjrtkZTodMkHgpgPqZIPlyJw4houo8BxLz7QbnGaZa8MqePx3hhjW6dPUBgHD997DnTQPDpFyVe1AsGSMR9e3UXIMhXjqoNmZ7nubtSPlQFWDiVM0K/HmRRp8HzlD1t3AOOl6V350j/2iE67TXBSGSKK+EO9Uuh8kHiKC5ILEYrlf9N8e5BkOMNkHig6rO0xPhhrWw5U5VZWxn0RyEapfrpg8V8+1QTRQ1DufQYZGmXaxXbVhHAUSaCZIyKXkfF1xwAZYsWaKwKRStYBgGFu8oxHQKggSrl8BZNEeVsa2ZY8GwTl2yQfjgflXbzwHtLTt1SDkVNLigywrshbo4v+GGdbDlTFFlbGvWBJit2bqttshOhnorLYCcCaK1JogQbmgX6/WqOk88+Kf1akusbQ8snuGqje/IOxpECCHStFm1OQ5GuG61aqUwAGDNGAkp2gJR43p3rcphWHsuhLDG7y1YBdZeoFrgCpA1tRjWoYs4qsQHEKpfrbgeSBx77jQI4VoIwSpVxu8NIVzbLtqurn/yc9ci7a6VRIxBjDapHgyP6+DwQW1byhJCEG74EfbcI1QZ31E4C1K0BdHmTaqMfzCESBPESCMsGSr7J45CCEHt/RO1s1SBdk0QGgRJmZQK7//zn//gwgsvxPLlyzFhwgRwXFcBsBtvvFER4yjqYfWO1qUNnRCuR7RlC/KOvEeV8RkTC3vOZEQafoR78OmqzNEbfKBCVcG4OHrUgmuhCQLo0yGGEIJI44/IOfx2VcZnGBMchTMRqlmiuVaNGG2FEKpRPROEdRRqv9ISaZAFKFUs8wHk3xvQ7thrWMsfa9sDV8mpqo1vtmXB4h0lZ2TkqhMA7A0+WA0+sA/2vKNVm4PzDAMYE2Jtu1V/QOqMEK7VqBwmF2GNRcCFYDU4ldrjxmEYU3sp0w6gRJkWtYkSqv0ODMPCnq/Oecl5SmHi3Ig0bVC1i9yByPdURvXvzmTxgjFZIIQbYM1UdaoOhPaMQLWFUc22HDBmu6ytovKiQmeEYBXEcJ1qQRDWngtr5jgEa5bBljNZlTl6I9a6HWDMquhedYZ1FiHWtlfVOQ5EiDRoct9hHfkQIg26aTz2d1IKgrz55ptYuHAhbDYblixZ0sUJZRiGBkH6AVbvGF1WpoPVS2C2ZsOqohifLfdIBPd/rdr4PSEJEYjhetVXWgDtawB/FqBUv/yNcxVr3oaOD1RAjDTBlqNOuikg64I0rLlLc9HXaOt2oP2hQk04R5FcMsIHYeKcqs4VRwjXdwQo1MRktsJszYIQ0vA3R0h7Joi6zqEjfwZCdd8ja9z1qs5zIOH6VTBZM1XNUDKZreCcxYi17VW861NvEImHGG6QS/tURpdymGCVau1xO2P1jtJlkSZY/S0cBTNUq+NnGBOs2RMRadoA95AzVZmjJ/hABVhHIRizRdV5GIZpX6TR7loZz4pVPVOVYdo7xGibCRJu+BEmi1cO6qqEo3A2QtVLkD3hj6rN0RPRlm2weIarr5vhKEKodoWqcxyIGK5XffEJaM9UJe0+uobNEg4VUsppvPPOO3H33XfD5/OhvLwcZWVlHX9792obbeuJp556CkOHDoXNZsO0adPwww8/6G2S4bB4R0MIVkLk/ZrOG6peDEfhLFXTae15RyLaulXT9ya0p0hqoT7N2rUVxBOjTQCRNAqCDNZcEyTSuBZmazY491DV5pBb5foRaVyv2hw9EWvdAc41BCbWruo88QcjLcXHtCjRimO2ayuOKoRqQIQQLBnqlcMAsjhqpGEtJDGq6jwHEq5braoeSBzOPQx8W5mqc3RGztAjmlwrWXtee7t07Wr5hVA1OBU7w8SxZIzSvLMPIaS9VFedUpg4tuzDEWnaqOocByLrlam/QANoL9grhOth4twwsQ7V5+JcJRB08E/suVNVvVY6i2Yj0rRRcy2XaOs2WL3qdiwCZCFnrTXLhHC96p1hAMDcHvjQQ7z9UCClX1UsFsMvf/lLmEzqOjCp8Pbbb+OWW27B3//+d6xbtw6TJk3CKaecgvp6fUQJjYqczscg1qKdLgiReIRqVsBZdJyq89iyDwdgQqRxg6rzdIYPVIIxWTQpGWHteZqWw8RXdbRYdeecJRA0X2lZC1vuFFXLKjpa5WrcJSbaqr4oKiCnCsPEgdew1l2MNKjeESCO1tlXsbbdAMOq/uBiz5sGIkYR1fihLFy/SpVOTAdi8ZQi5tduYSaeLaSVMCqIJHdJ0gg5E0TdkgoAsHpHIta2V9PgXLRlK8RwPRwq6ZXFsWVPQrR5i6aCxHygUrMgiNmh7bVSq1JdQPZPtF6kCTesgU2lUpg4tpwpMHEuhGqWqzrPgURbtsGSqUG2hKMQEu/XdGFUDDdoskhj5txgWKemmaqHEilFMS699FK8/fbbStuiCP/+979x1VVX4fLLL8fYsWPx7LPPwuFw4MUXX9TbNENh4pzgXEMQbd2m2ZzhhrWQxBAchTNVncfE2mXNk6YNqs7TGT5QAdZVrPrKJqB9GrQQqgNjtsPEuVWfi3OVtCuwB1SfK06kca1qoqidcRTNQUjjErR4e1y1YRhTu0CXtpkgWjm/rCNfUyeDb9sDi3soGBPX985pYLZkwJo5DiENW+XywSrwgQrVdBc6w3mGgdewFlwI18htEVXOvAI6iVBGtOmERiRRFn3VoBzGkjEKICL4tj2qzxUnVLMEloxRqrb/BeRFGiJGEG3VLtNF0KBzXRzWlqtpdz45I1CbMgDWNVhTYVQx1oZY607V9EDiMCYWjoJjEKzRzj8hEo9Y225NMkHY9uw1rcRRicRDjDZp6J8U0EyQFEmpOF0URTz44IP46quvMHHixG7CqP/+978VMS5ZYrEY1q5dizvuuKNjm8lkwoknnojvv9enN7uRsWaORrRFuyBIqHoJbNmTYbZ6VZ/LlqNtyikfrATn1Cjd1J7fkQathRCSGJGdDLUFKAHZyQDklStrpvo3xw4nQ0U9kDjOwtlo3vwYhLA2glmESIj6diJz7LWqzwW0p5xqKI4qr7TkaDIXa89HqE27e0jMtwecymJxcewF0xGuWwlM0EbLK1y3CmZrFiwZ6rZFBACLexj4YCWIGFNdDwGQA8ZaZIEAgInztItQ1sOaOVb1+cRIA0AE1cU1AVms0WzLRbRlmybvDYh3rZut+jysPResowjRpo2wZY1TfT5A20wQ1pGPaLN2HafkVqTaCB9zbrlclxCiiT8UadoAmFhYsyaoPpejaA6aNj4EQiRNFvNibXsAidfEzzPbsuVrZagGVpXb8QKAGGkCAM3OS3kBimaCpEJKZ/rmzZsxefJkmEwmbNmyBevXr+/427Bhg8ImJk5jYyNEUUR+fteocH5+Pmpru0fJotEo2trauvwNJCzeMZpmggRrtHEyADnlNNK0EYQQTeaTnQxt1N7ZjjToJk3mE0LaCFACgNmaBRPr0izltMPJUFGoN441eyLM1iyENFpt4QOVIEIIVg3STQE55VSrNrmEkPaaW+0yQbRs+xhr2w2LikJ4nXHkz0CkcT0kIazJfOH61bDnHaWJo815SgEiaXY9EUI1YO3qi6ICnUUotckKjJe6sRpoggByu3utFmnEmA+RxnVwqFyqG0depNmgyVwSH4AYbdIsE8Rs07pcV7tMEM41GESMaJZ9FW3aCKt3jOrCoYDcKleMNCHaslX1uQC5FMZszdZEN4NhTO0d7LQp142f/9pmqmrbAvhQISUvZPHixb3+ffvtt0rbqBrz5s1DRkZGx19JiXyT2Lt3Lx588EFEo1Hce++9AIB7770X1dXV+N///oc1a9bgq6++wvvvv4+tW7fiiSeeQFtbW5d9m5ub8dRTT2HTpk34+OOP8dlnn2HdunV47rnn0NDQ0GXfUCiERx55BDt27MA777yDRYsWYeXKlXj55ZdRWVnZZV9RFDFv3jzs27cPr732GlasWIElS5bgrbfewq5du/DQQw8hEol0Oaa2thYvvPAC1qxZgy+//BIffPABtmzZgpc+3IGm6q24555/duzb2tqK//znP9i8eTM+/PBDfP7551i7di2ef/551NXVdRk3HA7jkUcewa5du/D222/j22+/xXfffYdXX30VFRUVuO+++yBJEu69915EA1V4/OXVaJRG4dVXX8V3332Hb7/9Fm+//TZ27dqFRx55BOFwuMv4dXV1eP7557F27Vp8/vnn+PDDD7F582b85z//QWtra5d9fT4fnnzySWzZsgUffPABlq5vw/qfqvDcUw+htra2y76RSAQPPfQQdu3ahbfeegtLlizBihUr8Nprr2Hfvn2YN28eRFHsckxlZSVefvllrFy5EosWLcI777yDHTt24JFHHkEoFMK//7sYnGsw7r33XjQ0NOC5557DunXr8Nlnn+Hjjz/Gpk2b8NRTT6G5ubnLuG1tbXjiiSewdetWvP/++/jqq6+wZs0a/O9//0N1dXWXfaPRKB588EGUVwfw6coAvv36Uyxfvhyvv/46ysvL8cADD0AQhC7H7N+/Hy+99BJWrVqFr7/+GgsWLMD27dvx6KOPIhAIdNm3sbERzz77LDZs2IBPP/0Un3zyCTZs2ID/vv4F2mKeLvv6/X489thj2Lp1K9577z0sXLgQq1evxosvvtjNbp7n8a9//Qt79+7F/PnzsWzZMixbtgzz58/H3r178a9//Qs8z+Pee+8FwzB45tMoKvZuwosvvojVq1dj4cKFeO+997B161Y89thj8Pv9XcZvamrCM888gw0bNuCTTz7Bp59+ig0bNuDZZ59FY2Njl30DgQAeffRRbN++HQsWLMCXn7yNn2ry8cqrb2D//v1d9hUEAQ888ADKy8vx+uuvY/ny5ViyZAnefPNN7NmzJ+lrhN8fwHNfWRGsXqLJNWL3lqX4aCWPVevLU75GPPnkk/D5fF327e0a8cYXFajZvyfla4QkSbjvvvtQUVHR5zVCEgJ46t0aNPnNKV8jvvzyS6xZswYvvPBCn9eIletrsGpdGV599dWUrxGd9+3rGvHvF5fD4hmR8jViz549ePPNN7FkyZI+rxFN0SK8u7gVS798OeVrxDPPPIOmpqaErhEvz/8QrWRUyteIzr+1vq4RrL0AT38URM2+DSlfI77++musWrUKL730Up/XiO++X4fV26IpXyOS9SOefr8ZYqRBEz+iqvwnLFgmYe36LSlfI5LxIz5cEcLeHWtSvkYk40eEapbjmQ8DiFlGpHyNSMaP2FjhwqJF36Z1jUjUj9i3ay2e/qAVbLt/kso1Ihk/ojVswWuf7ML69etTvkYk40e8+/l6VDYyKV8jkvEjOGcJnv6gFS2121O+RiTjR6xa8TW+3+nS5FmjtknAc1+yCLX7J0o+a/R0jWioXI83ljLYsmWLos8avV0jPv+Bx46tmxR/1ujpGiGE6/H0RwHEBFbxZ42erhE/7RPw1eJ1ij9rqHWNUMKP6OsakbBkBzmEiEajxGw2kw8++KDL9rlz55Kzzz672/6RSIT4fL6Ov8rKSgKA+Hw+jSzWl1igkuycP5REfbtVn6t115tkz3tTiSSJqs9FCCGSJJLd70wgbfs+1WAuiex+ezzxV3yp+lzx+Xa9NZr493+jyXxVi68g9T/eo8lchBBStez3pO6Hv2oz15IrNZuLEEJ8ez8gu9+ZSCSRV32uxk2PkYqvzlN9njgtO18nZR/P0WSuqG8P2Tl/KOGDNZrMF27aQnbOH0qESIvqcwmxNrJz/lASbliv+lxxKhZeQBrWP6D6PPF7TqRlh+pzxdn3+Rmk6adnNJmrYuEFpHHTY5rMRQghVUuvJnVr7tJkrqafniH7Pj9Tk7kIIaSt7GOye8EkIkmS6nPVrPwTqVr2e9XniROqW012zi8lQqxN9bn8FV+RXW+P0+RzJISQSPNW+VoZbtJkvj3vTiFt5Z9oMhchhOx5fxrx7XlX9XkkSSJ73puqyVxxGtbdTyoWXqDJXPsX/ZbUr9XOr6xZeQupWXmLJnO17ppPyj6apclchBDSsuNVUvbJ8ZrN1x/w+XwJPc8br71LGlgsFkydOhWLFi3q2CZJEhYtWoTp06d3299qtcLj8XT5G0iwjkEwcR5NUk5DNUvhKJytSQo0IKe/WbMmaqILIkVbIAkBzdJNGYaRdUE0Ss8XNKy5BWRxVC3S1wkhiDRtbO8mpA3Owllyq1wNUqFlUdRRqs8Th3MUya1dNShBk9NNGZht2arPBcjppvK86ouP8f5yAO2lHBrhyJ+BUO1K1ecJ161u1wM5TPW54nDuUs3a5AqhWs1S8wFt26ULwWpNRFHjWDPHQor5VNcZIkRCqGYpnIXalOoCgDVrPMCYEG3eovpcfLsoqhYaFgA6zn8txNuJGIMYbdasVToQ908qVZ9HCFVBjDRp6p84iuYg0rgeYkx9aQCt2uPG4RzatckVwo2alcIA8XKYWs3K/w8lDqkgCADccssteOGFF/DKK69g27ZtuPbaaxEMBnH55ZfrbZrhYBhGFkdVWReESDxCtd9p6mQA7bogGrTJ5YPyDZF1aqMJAqC9FlybulS5BZ12jj3nGgzer34QRAhVQ4w0wpY9SfW54phtWbBmT0Sweonqc2nVHjcO6ywEEaOatOwUww0wW7NU754Sx2zNAkycJuJjfFuZXCttyVB9rjiOghmItmyBGPOpOk+ofhXsedM0eyADAItnmCZtcgmRZJFGhzaaIABgtuVCiDRqMpcQqgankR4IAHDuoWDMNtU1CqItP0GMNMKpcmvczphYBywZI7XxTwIVmomiAoDJmqnZtVJo1+bQ8oGTcw3WZJEm0rQRJs6taTDcnjMVjNmGUO0KVecRwg0QI42aiKLGYZ2FmulmiOF6sBponcRhHYUgQgiShi2ADxUOuSDIL3/5Szz88MO46667cPjhh2PDhg348ssvu4mlUmQs3jGItmxXdY5I4zpIQlD11rgHYsuehGjzFhBJUHUePlAJk8ULs0W7TCLWng9Bg0wQIgkQo00dK+FawLW3oSOSqOo8kaZNMLEucBoJUMZxFqrfKlfig+D9+7QNgsTb0GnQIUaIaCfWC7QLq9lyNfnNxfxl4NxDVZ+nM7bsyWBMFoTrVqs6T7jue01a43ZGbpOrfiaIGG0GkWKadYcB5O4DmmWChGo0zQRhTGa51b3Kmaqh6iWweEdr+r0B2nWw4wOV4JzaZKkC7ZmqtlxNxEPjApTaZoIM0SwIYs2aqFn2NAAwZgscBTNU90+irdsBhgXnGa7qPJ1hHYPaM1Ul1eeS/RMNM0Hs8rVLC//kUCOpX1c0GlXLDkW54YYbsG/fPkSjUaxevRrTpk3T2yTDYs0cg5jKmSDB6qWwZU2C2Zqp6jwHYss5HEQMI+bbqeo8Wrafi6NVGrQYaQKIBFajLhyAHAQBEVSP2kebNsKaPUFTJwMAnEWzEW3ZomomT3z1VKv2kgBgtnhg4twQguqvtsjtcbU7J4H2wGNIi3KYMk1X/wDZ+bXnHolQ3XeqzcEHKiEEq2DP0zYIYnGXQow2qZ7lEl/51vJh2myXO3FokQbNB6s1zXIBAEum+h3s5Na42nSF6YzcwW6D6vPwwQrNSnXjsPY8TR7IxHA9TJwbJtah+lxxtCrXjTZt1DRLNY6jcDaCNUtVvabEWrfBkjFck643cVhHIYgU62hfqyZal5CbbdkAw9IOMSmQlPefkZGB4447Dv/85z+xfPly8Dyvll0UjbB6x0AI1UCMqJfCHqxeAoeGqaZxWHseWEeh6qstcrqpdqUwwM/Or9rEHRmzQ8MgiHMQwJhUdzQiOjkZ1qyJMFkzEapZptockebN4DzDYOJcqs3RE1q1oZPb42rnZADxNrnq/+ZibWWwuLUNggCAvWAGwirqgoRqlsNsz9dUDwT4WVuFb1O3JEYI1YAx22HiNMwItOWCiBFIQkDVeSQ+CCnWCtY5SNV5DsSaORYxFcthxGgLIk0b4CzStlQXAGzZh0MM16naVpwQCUJgv+aLNFr6J1quuAPyIo0YaYAkhFSbg0gCIk2bYcvR3j9xFs2GGK5DrFW9DPFoi7Z6IIBcDgNok6kqhhtg1nDhkGFMcuBRgxK0Q42kgiDPPvsshgwZghdffBGzZ8+G1+vFSSedhHnz5mHVqlUQRXXT1ynKY/GOAkwcIi3qCHQJoTrEWrfp4mQA8dUWlYMgQX0yQbRxMurBsA6YWO0ephkTB9ZRBD6wT7U5iCQi0rxZlyAIYzLDWTBLVV2QaPNm2LImqDZ+b7COIlWd+jhCpF6HTJAC1YVRCSFyJojG5TAA4Cg4FrG23eBVEo8L1iyBs3C2pnogAGDm3DDbchFTOwgSrgXryNf0/cV/A2oH5+IrjFpqggCA1TsWfKBCNaHGUM1ymFgnbDlTVBn/YFg8I8CwTkRV9E/EcD2IFDuE/ZM6TYWIAXR8lmqKo8Z8u0DEsKaiqHE4ZzE4z3AEa9QriYk0b5bFgTXEzLlh4jyqZ0sQQiBEdMhUdRRA1EC4/VAjqSDIZZddhpdffhnl5eXYvXs3nnzySRQVFeHZZ5/FMcccg8zMTJxxxhlq2UpRAZPZKtfdNm9WZfxgzVKYrdmw6vBABgBWDVJOBY1rbgE5NV+MNKiumyELPOVp/uAi192q6GT494IIQVizJqo2x8FwFM1GqHa5ano1spOhQxDEWaiJArtcDqNtJojZka+6Yy9GmyHxfl0yQayZY2G25SKkgvNLxBhCtSvhKJql+NiJoIU4qhCq1bxcRO6OxKguks2HqgETp6kODwBYM0fLXVRUygYJVi+Bo+BYzQSWO8OYzLBlTVBVHDWeTclqnKmqWbmuDmWRZlsOGLNd1UzVSNNGsI5Czd9bHFm3bIkqY4u8H3zbXth08L1YZ6FqQf44UqwVkHjN/RPWng9eg3LdQ42Ui+GHDRuGK664Aq+88gqWLFmCO+64AwzD4Msvv1TSPooGWLMmINK0SZWx5da4MzXXXYhjyz4cMd8uSHxQlfGJJMi10hrX3JrteQCRVO/EIYTrwGpYChNH7brbaNNGmG25mj+0xHEUzoIUa1MlS0niA+1OhvZBkHibXLURwtoKjwHaaILwflnAU49MEIYxwVE0W5UMpXDjWhAxAkeBtuLYcbQQR9W6PS4gZ82ZrVkQVQ6CCMFqsPZ8ze/jJtYBi+cwVbIl5Na4y3Qp1Y2jdqYqH6gEay/QVHsBAMx29QPGQDwTRNv7AMMwqneIiTRthFWHLNU4jqLZCDeshahCt5Fo808Aw8CaNU7xsftCFkdVNwgSP+81908chRBpECRpUrqjVVRU4JVXXsHll1+O0tJSTJw4EatXr8att96KxYsXK20jRWVsWRNUyQQhkoBQzQo4NG6N25n4g2BUtXKfWoAIOgiPyc622uJj8sOm9p2VtHAybNmTNM9wicPa5OyoYLXy18toy08AtBVFjcM61M8EkcSorE+gYc0tEM++agSR1NPCirWVgXUUwsTaVZvjYDiL5iBU+x2IGFN03FD1EthyJmvaQaszFnep+pkgYe0zQYD2dukRtcthqsFp2BmmM7bsSYg0K79IE23eDDHaBKee/knO4Yg0b1Yto5MPVGi+QAP8nAmitmCvrAmig3/i1sY/0Qt73lFgTJwqGlHRpo2wZBymqZhtHE4D/0QI1wOMGWZrlqrzHAjryFe9XPdQJKkgyBVXXIFhw4Zh4sSJeOeddzBq1Ci88cYbaGlpwddff42//e1vmDVLn3RXSurYsidCCNUonlIbaVwPiffDWajfOWHinLB4DlMt5TTmL5NbfTm1TTc1cW4wZqv6teDt5TBao76TsQm2bH1KYeI4i45TJeU00rQZlowRMHFOxcfuC9Y5CEK4TtVAgRhpBADNU/Plrh9E1dID3l8OTodSmDiOgpkgYgThhh8VHTdYs1TXh03OMwy8v1zV9ohyOYy2bVYBWRxV7UwQuTOMPkEQa/ZEVbIlgtVLYM0cq2n79wOxZk8CEYKIte1WZXxZtF1bPRBADoIQKQZJ5Y5MepTDAADnHKxaua4khBDz7dSlXCSOyWyFPX+6KlmBkeZNur031ql+pqoYrpdLpjTOmmPthVQYNQWS+pZefvllSJKEO++8E/fccw9uu+02TJ8+HSzLqmUfRQMsGYeBMVsVX20J1iyBNXsizDZtI6IHombKKe8vA+cqAWPS9jfAMIycnq9yJoioWznMYEgxnyptLSUximjrNl3TTQHAOeg4RFt+UvzGFW3eAmumtqJjceSVcKLqeRkP/GkvPBZXl1fPieL9e3UphYljtnhgy5miaIYSH6pBrHUHHDqJYwOAxT0MRIyqugool8NoHwTRohOHEKoBq2MmiBCsgqBwa8uQTl3rOsM5CmG256umW8YHtBdtB34uBVDzPkDEGMRosz5BEFeJasLt0eafACLBmq2Pjl4cZ9FshFRolRtp2gSrTgtQrKNQ1jdSET1EUYH27nXRJkhiVPO5+zNJBUG2bduG22+/HWvXrsXpp5+OrKwsnHXWWXj44Yfx448/QpLUW2WhqAdj4mD1jkW0SdmSmFD1UjgL5yg6ZiqolU4L6Ltyq4nzq1e6qWsIAID3K+9oxFq2AhKv60oLIGvxmG3ZCNYsUXTcSPMm2HRyoOIr4ao+bIYbYGJdmqfTmlg7TBavqkGQmL9cF1HUzjiLjkOw+lvFnN/g/m9gtufDmql9DXgczlUMMKycuacCIu8HEYL6ZILY89Qvh9EzE8Q7CozJgqiCumVCpAmRpo3G8U/UWqQJVGheqgtALgVgWFX9EyEiZz/pUw4zFHygUpUypkjTRlgyRsDMuRUfOxmcRXMghGoQ8+1SbEwh0gQhuF8334tzFkEMNyhe7tkZMdwA1qZtlirws++lhSDxoURSQZBRo0bh97//Pd566y3U1tbiu+++w+mnn44ffvgBZ555JrKysnDmmWeqZStFRazZExUNFAjhBkRbftKtNW5nrNkT21eSGhUfO9ZWpttDi9pt6IgkQIw0aS72B8gr0mZrlioPLZGmjeDcQ2G2ehUfOxkYxgRH4RwEq5RbdRdjbeD9Zbp1YzKZrTDbclRtkytEGjQvhYnDOgpVC4IQIslBVY++QRBXySng2/Yq5vwGKr+Eq/hk3cSxATnQz7lKOoRnlSYumKtHEMRsy4UYVv7eFocQSdYE0SkIwpg4WDPHKhooCNUsh4lzw5YzWbExU8WWfbgq5bqSEIYYadAlE4RhTGDtuao+kAk6ZQQCgMVTCkg8hFCV4mNHmjbonqUKyNm4nLsUIQUXaaLNm8GYLLB4Ryk2ZjLIgVx1M1X1EG0Hfg4Gqi3efqiRllcyduxYnHfeeTjvvPPwi1/8AoQQfPHFF0rZRtEQW85kRBrXKVYzHapZCpM1U7cWpJ1RYyUpDu8v0+2hhbWp24ZO1l4gmrf6iqNWRwe9Rcc64xx0HEK1KxRbmYg0rgNjsugWBAFkR0PNTBAxXK/fOaliEEQI1YKIEVh0LIcB5HayloxRCFSm3+lNjDQjXL8arpJTFbAsPTh3qWodYoRQLcCwMFuzVRn/YLAqC6OKkSYQKaZbOQwQb3WvYBCkeonctU7jMtaesOUcjphvJyQhpOi4cc0KPYIggPqZqmK4DibOrYuINOsYBJg4xA51/6RwNoLVyrVMjzRtgsU7WvNuRXHkBT0GfFD54FUcMaKPf2IyW2G2ZqleIn+okXQQpL6+Hu+88w6uvfZajBkzBkVFRbj88suxfft23Hzzzfj222/VsJOiMvbcIyDFfIi17VFkvGD1UjgLZoExmRUZLx3klaRxircBJmIMfHC/bg8tZoe6bejiF1M9MkEA9To6GMnJ+FmIco0i44UbfoQ1a4JuTgYQFx9TsxymHmYdxHoB+b2pleXC+8sBxgzOqX36+oG4Bp+GQOXnaY8TqFoEk8UDe95RCliVHvL1pFyVsWU9kDxd7nesPRdStEW1FO940E/PIIgtZzIiTesVWaQhkohg7TI4i45TwLL0sWaNB4iEaLOyHez4QAUYsw1mW46i4yaKnKmq7oq7Xr4JYzLD4hoCXmH/RIg0yuUiRvFPiuYg3LAGEh9QZLxIwxrYc6cqMlYqMGaL3E1LzUxVnTJBgPbW1CoLvx5qJBUEGTNmDAoLC/Hb3/4WmzdvxgUXXICFCxeipaUFS5cuxT/+8Q/Mnq1/+QMleTjnILCOQkQUeBgjkoBQ7XJdhfAORI26Wz5YCRBRN00QuSuAuummDOuEiXOpNsfBUCMTRIz55HKR7MMVHTdVzBYP7LlHKCZEGWn4EfbcIxQZK1U4TTJBdAqCOApUczJi/jJwzhIwZosq4yeDq+RUxFp3INaWnpMfqPwSrkEnGWLFnfOUqlgOU6NLKQyAjoCgGuWegNwe18S5ddUo6FikUaBEK9K8CVK0BQ4du9Z1xsy5Yck4THn/pF0UVbc28PZ8lf2TOt0eNgHZP1E6EyTatEnO5MzQp1zkQOz5R4MxWRCsST8bhEgCwo3rYcs9UgHLUodzqLtII4YbdemoCMTLdWkmSDIkFQQ555xz8MUXX6ClpQUrVqzAPffcgxNOOAE2m00t+ygaYss9AuGGtWmPE2naCCnmg6NwpgJWKYM1eyKizZsUVbqO+cvBmG26Ob+sIx9CpEEVcS4gvtKiT9kBEF+5LVP0O4s0bQTaa8yNgqNoDoJV6WfQETGGSNMG2HQOgsgK7GpqgjQekpogfFuZrp1hOmPJGAnOMwz+fZ+mPIYQaUKoZhlcg09X0LLUsbhLwQcrVcmYEMJ1+t0H2h8E1Xrg1LM9bhzOOQisc5AiGXOh6iWwZk3Q9d52IPIizQZFxxQCFeCcxYqOmQxmW67Kmar6BcMBdTJVI00bYc0ab4hAOCCXWDiLZiNY+XXaY0VbtoIIQd0XaVhHIYSgOvdwSQhBEgK6XVtYRz6EMNUESYakgiDz5s3DySefDIdDW1V+ijbYc6Yi0vBj2uPITsZEsDqlYfaELXsSxGgzhOB+xcaUH1qG6Cb4Z7blAUSEGG1WZXwxXKdbuikgr7QQIaiocx9t2gird4yu5SIH4io+Cby/DDHf7rTGibb8BCJGdU03BQDWqV6gAGjPBNFBfR2Q9U7UUpfn/WWy4J4BYBgGnqHnwl/2fspByMC+j2G2ZcNRcKzC1qUG5x4KEKlDK0FJ9GqPCwAmzgmGdaimCyIEq3UthYljzz0S4fof0h4nWL0EzkLjZKkC7eKoimeCVOimBwLEH8jUbZWur3+ivMaQkUp14zgHnSR3C5P4tMYJN6wB5y7VPfgol7SqkwkSD/rplaHE2guoMGqSJPz09sADDyAcDie07+rVq/HZZ5+lbBRFH+x5R4IPVKQdvQ9ULYKzaI4yRikE5x4KE+dW1NGI+fXrDAPITgYA1VZb5NpGHZ0M12CAMSnaIUZ2MvQX6+2MxTMclozDEKhMT1Q63PAjLJ4RMFszFbIsNThHEaRYq+JCf0B7p4pIo35OhqMQAFHlgTPmL9OttK4n3MPOBx+oQKQhtQfPtr3vwzP0HEPoQgFyKRNjtqnScUoM1+qWCQLERbLVK4fRqzNMZ+x5RyJSvyatzEAh3IBo8yY4DKIHEseaPUnuYBduUGxMPlgJVs8gSLtwu5KZnJ3RuxzG4i6FEKqGJEQUGY8QImeCGC4IchwkIYxw/eq0xgnX/2AIbShWxXKY+IKdbjo8KpbrHqokHATZunUrBg8ejOuuuw5ffPEFGhp+vlgLgoBNmzbh6aefxowZM/DLX/4Sbre+Pa4pyWPJGAUT50a4blXKY8TayhBr3QbX4NMUtCx9GMYEa5aybYB5f7muDy0mzgPGZFEtDVrvchiT2QrOWQw+TV2COLKTsQE2g+iBdMZVfAoClV+lNUa4YQ1sOmeBAOhInVcj5VSMNgNE0FUTBFD+vRFJkGv4DVIOA8idcByFM+Hb+27Sx0ZbtyPasgXuYeerYFlqMIwJnHuoKrogQqi2PUCmD2Z7jmrBcD5klEyQoyCEa9PK5gzVLIPJ4jXcarvVOxKM2aZYSQwhpF0TRD+RZdaRDyLFIMV8qoyvdzlM3PfjA+WKjMcHKiDFWg13bpotGbDnT0OgcmHKYxBC2vXK9NUDAdQthxEiDTBZvLplGnPOIgjhOhBJ0GX+/kjCQZBXX30V33zzDXiexyWXXIKCggJYLBa43W5YrVZMnjwZL774IubOnYvt27dj1ixjiE5REocxmWHPn4FQ7YqUxwhUfg6uvcWi0bBlT0JUwUwQ/v/bu+/4uMorf/yfO3PvnT6j3izZklzkjo3Bxg7NCVgGp5AAgcAvhIQQ2CTLZumELJBCYCEbFrwkgeQbwwKJIQtpVDumBGKDwdi4gLtlWb1Pn7llnt8fo1EsS5am3NG9Mzrv10t/aG7REVyPnjnP85yj88wtx3HxatBZWnKq93YYID7Q0GrfrRJqhRrpNdwgA4h344j270l7qT6LyQh3bDHE1gOztQTg+KwsOU0k/PQa/Mbb0BVrPtsiB1sAphhmO0yCu/5SBI6+BDU6kNJ1A/v/F9aSJbB4ZmYnsDSJrlrNV4LE1CjUaJ+u75W8rQxKRLtVBMdTgm26JngSBPd0mK3FCHVuTvsegda/wVF5jmFWJyVwJgGWovmaJUHUcBeYGtF1O0xilUY2knMxNYpYtF/Xf3NmawlMgkuz4qjR3o9gEj0QnNM0uZ+WnNWrEGzZmPaqHsl3EGq0zxArQQRHFWKyT7OON8fTs2g7MNi6malZrcWTb1IqZnDKKafg17/+NXp7e7Ft2zb84Q9/wK9//Wu89tpr6OzsxAcffIDrr7+eCqXmMHvlmQh1vJP+PvDml+GquVC3iuRjsRYvRKRvtyaFRGNyEEqoHaK7XoPI0sdnsU2uni3oEkQNK7BHej+CiXdC0Pn/2WjEgjngHTVprwaJ9GxHTAnCXvEpjSNLHWcyDy7L1D4JooS7AZMAk1ig+b2TlY3iqLLvCDiTqHsByhM5axphthTCe/CZpK9RI33wH3kBBbO/kcXI0iO46uOtiDWkJlqJ65goSGw90FpMjUKNdEMwwEoQjuNgrzgLofa/p3W9KvkQan0dzmlrNI5MG9biRYj0aDNJE/XuBzgeoo4ry8yWIoDjszJJow4m/PTcDsNxHASXdh2nEvVAjDh2dlavghLuRKRne1rXh9reguCcpuvKpITE39hsFG9Xwt26FW0H/vk3SAm26hZDrkmroqPJZMKiRYvwhS98AZdffjnOO+88lJQYpwgmSZ+94kwooXbIvkMpXyv5mxDt/9gw3QBOZC0+BUwJQfJlVoASwFCrPlHnmc5stcllMRlqpFfXQQYQXwmi1XaY+H7bhboVsh0Lx3Fw1jQi0JxeLaVg+99hKV6oez2QhGwtOVUj3eCtpboOFHmH9t1v4vVAag33bHImAQUNX8fAvicQU6NJXTNw4GmYrSVwVq/KcnSpE7NQzDCRENNzBtBsy04njkSRPd4+RfN7p8NeeQ5C7e+ktdw72LIRHG8zXFHUBGvJYkR7P9JkkkbyHoDoqtW1ywjHmcDbsjM+UUL6rghMEN31mrRtBoxZFDWBt1fAVrYU/qY/pXV9sP1N2KuM8e/ObC0GZxKhBLMxSdOlW3tcADDxVpitxVkr/JqPjDXiIroTnNPAO6oRbH875WsDzS/Ft8IUzM5CZJnj7RUw28oQ6c28LkjUux+8rQJm0a1BZOnjbeVZKdKoRHoAMP0HGZ6ZkANHNSk+Fu39yJD1QBJctRch0rsDUhpJn1D73w01uBeyVHwsXqxX5+ryNu2Lj8m+w4ZcoQQA7hmXgakSvAd+N+65arQfA3t/g8I53wJn4icgutQIrjoo4Q7E5KBm91RCnfGBtY4fOHlbGdSI9oVR4885N1SEW2/2yrMQk/1pFTj3H/0LnDWrDdN+9ETWksWIKQGNJmn26z5BA2SvTa4a6YJJcMHE2zS/dyrEggZNkiAsJiPav9twRVGP56r9AgLNL6XcJSamhBDpeh+OynOzE1iKOM6UtZWqqs519IB4wjobCZ58RUkQMgzHcXBUrUSwdVNK1zHG4Dv8PFzTPm/I5XwJWtUFkbz7IRbM0iCizJhtZVBCWVhuqnPthQSLZxYAlvHAkMUURHp3GXamBQAshXMhehpSnm1RIr2I9u2GvdI4dZiy1YZO72J4QPx307oNneQ/DNFlzCSIWXChaP530bf7EaiSb8xz+3Y/CrO1GJ4ZX5mg6FKTKDwrB45qdk8l1A7epm/NDLO1FEqkW/NOHEqwFWZbGTiToOl908Vbi2EpWoBQ25spXadEehDq+Adc0z6fncA0INgrwdsqNKkLInkPQPToPz7JVptcJaR/vTIgPj6RfAczXr0THdgHpkZhLTJW57rjOadeCFX2I9SeWs3AUOcWAICt/IxshJWW+ErVLIxPIt36r552VNF2mBRQEoSM4KxZjXDXu1Cj/UlfE+nZBtnfBLeBugGMxlq8SMNBhv4zLfEZQO0L4inhTnC8AybBqfm9U2G2FsFsLYU0sC+j+0jeA2Bq2NBJEI7j4K77InxH/gjGYklfF2x5DWZLkaF+t2zUzQAS22F0ToLYKzWfRZJ8h3WvLzQWz6yrYBY96Pnw3pOeE+nbhYH9T6Jk0W2G+dB8IrOlCCbBrWlx1HhnGH0/kPG2UiAmI5bC3+xkGKU97vEcUz6DQEtqtZMCR/8Ks7UYtrJlWYpKG9aSRWnXXUhgjMXHJwVGGJ+UZ2c7TLgLZgMkQUTPLDA1CjnQnNF9Ir0fgXdM0X0VwVjMogeOqnPhS3GSJnhsA2zlK3RftXM83l6VlZogatgI45MptB0mBUknQXbu3IlYLPmBOcldtrKlMAkuBFtfT/oa36HnYK/4FARHdRYjy5y15FREBz7JeDm0NLDfEDMtZlsZlHB3Sh+ak2GEGfcEsWAWJO/+jO4R6f0IvK1C9w8r43HVXgQl1IZw13tJX+M/+hKcUy8w1PaDxEyL5jPTBtgOI9groUZ6kq6RMZ6YHIAa7jTsdhgg3hWnfPnP4Dvyf/A3/WXEcVXyoWPzv8M59UI4a1brEGFyOI6DoHFdECWsb3tcAEMfCJWwtiuU5KAx2uMezzV1DSTvAUST3IbAGIP3wO/grr/UcF1hTmQtWYxIz46M7hHf7uU3xvgkS9thlIj+2w6A+KpAjndkPD6JGrgeyPHc9ZcgeOxVqJG+pM6PqVEEjr0K17TPZjmy1PAO7ScyWEyGGu3VfXzCO6poO0wKkk6CLF68GD098T2n9fX16O3tzVpQRF+ciYezehX8R0cOdkejSj74m1+Cu/7SLEeWOWvxQgBcWnuKE1TJByXcMbhVQ1+8rRxgCtRocn+UkqUaoDNMgsXTgOhA5kkQI++3TeDt5XBMOQ8D+/83qfOVcDfCXe/COdVYHQ8ERxWYGkFMGtD0vmq4W/fBb+JDoVZbYhKrEoy8EgQAbKWnoeSUW9Hx7s3DEiFKqBNtb3wNHGdC2ek/1jHC5GjdJlcJdej+Xmm2FMWL/Wn8gVMJtRsuCSJ6pkP0NCBwNLki0uGu9yD5Dxt2i9bxrMWLIXn3Q5X9ad9D8h4ATIKunWESstW9TjXIdhiOM8HimYlohitVjVwU9XiOqk/DbC2B7/Afkjo/1P42mBqBo/r8LEeWGsE+RfPC7cpgTSa9Jw8FxxQowVbNJ6DyVdJJkIKCAhw5Eh84NDU10aqQPOeuvxih9rchJ5FR9B38PUyCE46axgmILDMm3g5L4VxEeralfQ+jdIYB/vmGq/WSUyXcqfvexgRtVoLsyIlBBgAUzPoagi0bIAdbxj030PwizNYS2EpPn4DIkpdoQ6fllhjGWHwliN7LTW0V8daPwWOa3E/yHYbZUgyz6NHkftlUOPc6lCy8CR1bbkTzq19A29+vQ9NfVwLgMGXlU7oXik6G4KrXeCVIp+4rQTiOG6wPpe1KkPh2GH1/t9G4aj8P35EXkloB6T3wFBxVn4bgMEaHm7FYiuYDnAnR3l1p3yPeGabOEFvS4q2bO7VfERgxxnYYIL4lJpPxSUwOQPIeyInxCWfi4ZlxOQYOPJNUHRT/0b/AXrXScH8XEltatXwuE2NwI6wEiSkBxDJIpB7Pe+g5DBx4RpN7GVHSSZCLL74Y55xzDurq6sBxHE477TTU19eP+kVyn7X0dAiuWvgO/9+Y5zFVwsC+J1DQ8HWYzJYJii4z1pJTEe7+MO3rJe8+8I4pMAkODaNKj0n0ZGkG0DjbYSyeWVBCbeMWZTwZVfJB8u6HtWSxxpFlh618OUT3TAzsXTfmeYzFMHDgaUMu8zaJHnBmG2QNC3TFlACYGtb9ueRMPHh7JeTA+EmqZMQ7w9Rpcq+JUDj3Oky98BXYK84Eby1F+RkPoPr8Zw2/1SxBdNVBCjRpci8WU+JbBw3wu/P2Ck2LUDLG4tthDNIe93ju+kuhhNoRav/7mOdJviMIHHsVBQ1fm6DIMmPibbAUzEGkN/26IEbpDAPEV4KwmISY5NX0vooBunAkxCdp0u8QE+n9COBMsBTO1zCq7HHP+ArUSDcCzS+PeZ4S7kbg2Ktw118yQZElj3dUgsUkqFHtdjQo4W5wZhtMvL519IYmoDQaewVbNmQ8CWlkSW8if/zxx/GlL30JBw8exA033IBrr70WLpcrm7ERHXEcB8+Mr6B/729QOPe6kyY4fEf+DzE5AM+MKyY4wvTZSpbAP1h8kuNSrw0sDRyA6GnIQmSpG5oB1LgCuxLuhL3iU5reM12JAZ3kPQBb6ZKUr4/0fAhwZkO3xz0ex3EomvcddL53CwrnfOukH7BC7W9D9h9Fwcz/b4IjHB/HcYNdVLRbCaKG4wWA9Z5pAQDBWQ1Zw5UgRu0MczIWz0xYFt2idxhpEdx1iEX7oUb7YbYUZnQvNdIDMFX37jDAYLt0DVeCxGQfmBI03HYYIF4I1lmzGgP7/xeOqnNPel7f7kdgLTkVtnJj/C1LhrVkUUaTNNGBfXBUfVrDiNKXWE2qhLtgthRocs+YGkUs2m+I7TDA4EoQ32EwVUqr/XK4631YCucZYlItGby1BJ4ZV6Bvz1o4p6056Rjae+BpCPYqOKYY41k83vErVXlriSb3VCPxiUO9u2OaLUXgzFbIoTZYCudkfD/Jewj2ynM0iMyYUqqkt3p1vODZtm3b8G//9m+UBMlznhlfQd+eR+E79BwKZn11xPGYHEDvzp+jcN71hlvuNhZr6amIyT5IvkOwpDFjEunfY6jtB9mowJ54QzcCk+AE76hBdOCTtJIg4a73YS0+BSbemoXossM5bQ369jyK3l0PoXzZ/SOOM8bQt+d/4Jy6Bry9QocIxydo3CEmvtqJ02zQkgnBUQMloM1Mi+w/DOe0z2lyLzK+RK0Eyd8EW4ZJkETSwRArQWwVkPyHNbtforie0brDJBTO+SaOvXYRIj07YC1ZNOJ4tP8T+I/+BVNW/q/uH0xSYStdCn/TnWAxNeUVfiwmQ+r/BMXzb8hSdKkxW4riWwfDnbAUaFNDLdENzwj/5gDEP2gyBVHvfliLUl/NEe7eClvZ0ixElj2Fc74F78Hfw3fo2VFr7aiSDwMHnkLx/BvSmmjMNrPohol3xt/jihZock8l3G2ICZqhCSgNVoLE1CjkYDNE93QNIjOmtJ7OdevWUQJkEjAJThTOuQ69ux4atRp0z44HwJksKGi4Rofo0sfbq8DbKhDpTr0uCIupiPZ/DGuxNm+cWuBt2lZgZzEZaqTXMDVBAMBaNB/RvvT2SYe7txoqaZUMjjOhdMld8B16btROMYFjLyPS+xGKF96oQ3TJ4e1VSdUUSpYSaofZVmqMve6OKUnVbBkPYzFIviOGL4qaT0yCE2ZrKWQNiqMq4Q6YBJfurcSBwSKUGq4EkUNt4MwWmDJMFGWLtfgUOKpXoXv7vSPqE7CYgs73boNjymdgK1+hU4TpsZUtRUz2Q/KmXmxT8h4Ei0nx2iIGwHEm8LZSTSdplNBg7QWda0Ml8NYS8PaqtMYnTJUQ6dkOW1lujU94ezmKFtyAnh3/CWVwhebx+nY/AhPvhNvAxYjjK1U1HJ8YqKOiYNemQ4zsPwqwGCVByORVOPsa8NYSdL5327CBhu/IH+E9+AzKl/8sp2bYgXim1Fq6BOGurSlfK/uPgClBWDTKHmvBbNO2Anvij5pRlpsCgKV4ISJpFIuLqVFEe3fm3EwLANgrVsA943K0v/Ovw5IJcqAFXVvvRNGc6yC6pukY4dgSxce0Eu/CYYxVL1pth1HCnWBqGKIrfwcZRiS66yD5DmV8n3jNDP23wgDxlSCaftgMtoG3Vxl6FUXpqf8BqX8v+j/+xdBrjDF0f/hjyIFmlJ32Y0PHPxreXg7BWZtSm/SESN9umG1lhvkwBmjfJlcJd8IkuA017rQUzUekb3fK10X6doOpkZybpAHinw0E5zS0v/NtxJTI0OvBtrcwsG8dSpfcZeg6gby9UtNJGjXcBd4oiTlHlSb12CTfIZgEl6EmRLVGSRAyJs4souLMRxHu2oq2t65BoOVv6Nnxn+h89xaUnvoD2MuX6x1iWmzlyxHuejfl6tCRvl0wW4qG9hQaAa9xTZDEQNpIAylr0QJI3v3D/tgmI9r7EVhMhrXk1CxFll2lS+6G6K5Hy4aL4T30HHyHn0fL374MS+F8FC34N73DG5PW/eqVcIdhPnAKjhqo4S7E1GhG95F9hwHODMFZo1FkJBmCewYkX+ZbR+TAUQjOqRpElDneXgY12pvxM5mghNoMWQ/keIKzGmVnPIDeXQ+j64O7EWjdhI5/fBe+g+tRdfZjhtkykSpb+VKE0pikifbvhtVgBTbjbXK1HZ8Y7f+rtWhBWitBwt1bIXoaMq5NpAfOJKDyrF9CCbah5W+Xwd/8Cvo/fgztb1+HwjnXwVl9nt4hjonXertuxBjbYYD4+ESLSRrZdwiCuz7nEsmpoCQIGZfFMxM1jS+AxRS0v/NtBFo2ouJTD6Og4et6h5Y2e/kZUELtkANHU7ou2rcblqL5hnpTiNcEGbkkMV1KuAsm3mmoQl2WovkAUyENfJLSdeGurbAUzsmpmjXHM5ktqFr5JJzTPoue7fehe9sP4axZjapz/x84U0olnSYcb6+Mr3RIopVeMpRQh2Hqn/DOagCAkuGWGMl3GIKzJq2CeiR9onsGZO/BjO8j+5shOI2xGss8uEpKq78FSrAdggE7w5zINfUCVJ3z/xDu2or2t/8FSrgL1av+D7ayZXqHljZb6VJEuramPEkTH58YZ5UqkGiTq+VKEP3bpJ/IUrQA0sA+MFVK6bpw1/s5txXmeIKjCjWrnofgrEbnlhsxsP9/UbLoDhSfYvyi2YLGkzRquNswE4eCcyqUQOZJEMl3MK+3wgApFkYlk5fono7qzzytdxiaEVz1MNvKEe7cPFQoLxmRvl2G21phHqwJkm63mxMp4U6Y7cZ4M08wix4IzlpE+nal1Oo23LUV1hxcano8k9mC0lPvRMni7wOAoRJwYxHsVQBToUa6NUleKKEOw7Q55q1lgEmAHGjJaJAg52BnmHwgeqZD8jeBxeSMaszIwWY4pqzUMLL0JbYvKuEOCINJukzIoVbYc6SriqPqHDiq8qeDga18GdRoHyTfwaSLt7OYgmj/xyice32Wo0uN2VaG6MBeze6nhDsN82EzwVI0HywmpVQclcVURLo/gLv2J1mOLrt4ewUqz3wUjLGcGZsA8ZplWq0EYTE1/lwaZaWqcyrUaB9U2Q+zkH79Tsl3GM6a1RpGZjy0EoRMShzHwV5+BkKd7yZ9DYvJiPbthrVoYRYjSx1vqwCYAjWiTc9zNdxlqHogCZbiBYj0fpT0+TElgnD3VtgrzsxiVBOH47jcGmQ44gMCrfbdKqF2w9QE4UxmCPYpGVdgl/yHIVBR1AknumcATIHsb077HiymQgm0GGY7jIm3wiQWaFYcVQkafztMvhIc1eAd1Qh3bE76mmj/x2BqxHCt4OPbYbRbCaIaqABlAm8tBu+oRqR3R9LXRPt2ISb7YCs/I3uBTaBcGpsAgytVI11gMTnjeymRrnirdKMkQQZrxWX0940xSL5D8b+VeYySIGTSspUvR7hzc9JLTuNFrMKwlZ6W5chSk5hl12rfrWKgAk/Hs5UsQaT7g6TPD3dvBWOxnK1bk+tMvH3wQ1nmSRCmSlAjPYbZDgMAvHNKxvtuJd9h6gyjA95eCY53QPKlvyUmvtVLMkwSBNCu/gKLKVDCnRAoCaIbe+XZCLb/Penzw93vQ3DXgzdIXYKE+HbdzpS39pyMEu6C2YCTNLbS0xDuej/p84Ptf4elcJ7h/n9NFryjCmAxTd4vlWB8RYlRkiAmsQAmwQU5kH4SRAl3gCmhvN8OQ0kQMmnZK86EGulFtP/jpM4Pd70XL2JlLcpyZKkxCS5wvEOzThxG3A4DxFsHyoFmyEkuYQy1/R22kiWGqm0y2QiOak1aySqRLgDMMIMMYPB3y2DfbUyJQAm2QnDVaRgVSQbHcRDd0zNKgsQHmBwER+ZbT7TC2yo0WQmihBMzm5QE0Yuj8myEO7ckXeg23PW+IbuM8PYKsJgENdqnyf3i2w6MOD45PaU6LqH2t2CvzJ8tXLkmMZbQoi6IEmqLJx54W8b30gLHcRCcU1OueXg82XcI4HgILuMk+bOBkiBk0hIcUyAWzEawdVNS54e7thqyiBXHceDt2gx+gUS/c+PNtIgFDTCJnqRbG4c6/g57Hu0Tz0W8szrjLSMAhp5tI60EiQ8y0k+CyP4jAFjez7QYleieDimD4qhyoDm+osRARW212nqQ2CtvpKTjZGMrXw4WkxHpHn91AWMMkW6jJkEGP2xqMD6JqVHEpAFjrlQtXQYl3JFUsWw1OoBI7w44qs6egMjIaExmC8zWUk1aySqhdsO9VwrOmozGJ5L3IATXtIxqZuUCSoKQSc0x5dMItr0+7nmJIlZGrTivZRLESP3Oj8dxJthKT0e4671xz5WDrZC8B+CopEGGngTHFMgBDVaChDpgthTBZLZoEJU2BFcdZP+RtJd5R737YbYUwWwt0TgykgzRMwOS71Da18uBo0N7r42Ct1VADWuwEiTYFv/3ZpCZzcnILLphKz0VwbY3xz1X9h2CGu0z5PjEJLjB8XZNVqomOh8ZrUUuAAjuepgtxUlN0oQ63oHJbIe15NQJiIycTKaJggQl1AHBcEmQaRmtBInXA8n/CRpKgpBJzTHlPER7P4IyTlvBaP9uxGS/IQcZgHY9z5kqQY32GnK5KRCfHQu1vzPuB8/AsdfA26sgFsyeoMjIaARHdcZtZIHETItxVoEAgOiqRUz2Q42mV5BYGtgP0TMr5wrK5QvRHU+CMBZL6/p4e1xjLRXmbeVQQpnvcZdDrbQVxgAcUz6DwLHXxv17F+p4G7xjCniH8Voaa7lSNbHKyWgtcoH472mrWJFUHZdAy0bYK8/M+1l2o+MdWq1UbTPgSpDM2uTG65VREsQQmpqacM0116Curg42mw3Tp0/H3XffDUka3pN7586dOOuss2C1WlFTU4MHHnhAp4hJrrAWLYTZWoJAy2tjnhds+RssRQsMW8RK0GoveKQHAAxZeAwAHFUroQSPxfcrjiFw9EU4p16oSctgkj5+sCZIpkXxlFAHzAbpDJMgDLbWlv1NaV0vefdBLJilXUAkJaJnOpgSSjt5LAcMmAQZTIZn/O+NOsMYgnPqhVCCLYj27RrzvEDLJjimfMawCVXeVqlREqQTJsENE2/VICrtOarORaj9LbCYctJzYkoIwZaNcE773ARGRkajVc0yOdQ+1A3PKATXVMjB1rS739BKEAPZu3cvYrEYHnvsMezZswcPPfQQfvWrX+H73//+0Dk+nw+rVq3CtGnTsG3bNjz44IO455578Pjjj+sYOTE6zmSGa9rn4G/685jnBVo2wll9/gRFlbr44DfzQYY6WCnbaC3oEkR3HQRX3Zh1XORgCyK92+Ga9tkJjIyMRnBWg6mRtFdLJCjhDsOtBDHxNvC2irSTINGB/bB4GrQNiiRNcE4DTELadUEMmQRxVMWLUA4ms9NlxD3uk5HgqIal+BQEml8+6Tmq5EO46z04ppw3gZGlhndUarQdptOQW2ES7JXnICb5EOnZftJzgq2vA5wJjqqVExgZGY3gzKy4eYIR3y8F5zSAqZDTKPyqSl6o4U6InvxujwvkSBJk9erVWLduHVatWoX6+np8/vOfx80334wXXnhh6JxnnnkGkiTht7/9LebNm4fLL78cN9xwA37+85/rGDnJBa7aixDp/uCk7aQk/1FI3n1wGDoJUgElrMEMYLgLJsEFE2/XKDLtOavPh3+MQaH/6IvgHTWwFC2cwKjIaBKdM5QM64LE99waKwkCAIK7DpLvSMrXxeQglOAxiAWUBNELZ+IHi6PuS/laVfIiJg0YrybI4OqNTD9wKqE2ao9rEK5pn4Ov6U8nXV0QbHsDJrMVdoNu1QU0XKka7obZoBM0AMBbi2ErOx3+5hdPeo7/6F/hrD6P6u0YAO+ojq+cG2PlzniYKkENdxtu+yBvrwJnEiH7Dqd8rTSwFwAH0ZP/K1VzIgkyGq/Xi6Kif7Yq3bJlC84++2yI4j8rtTc2NmLfvn3o7+/XI0SSIyxFCyC6Z8B78NlRj/uP/BGCux6igWdteXsF2GDl9Ewo4S5DDzIAwFX3RUT7diLqPTDiGIsp8B54Gp7pXzbs0uDJxCQ4YbIUZrzkVAl1GG6mBYhviYl3eUmN5N0PABA9M7UOiaTAUjAb0f69KV+XWD0iuuq1DikjZsEFk+BOa/bveHKwzXCD+snKXfclxKL9Jy3g7j/8f3BMXW2oLkUn0mqlqhLuNGTR9uO5ai9C4OiLYKo04pgcbEGwdRPc9ZfoEBk5keCoBpgCJZx+HSUl0gWAGW6lKmcyD07SpF78O9q/F4KrdlIk6nIyCXLw4EGsXbsW11133dBrHR0dKC8fvkwu8X1Hx+hvvtFoFD6fb9gXmXw4jkNBw9fhPfgMYnJw2DEWU+A9tB6eGVcY+kP1P9vQZVYcVQl3GnYrTIKlYDYshfPhGyVpFWz9G9RID9wzvqJDZGQ0me67ZTE1/lwabJABxIujSmlsh4l694O3V8EsurUPiiTNUjAb0YE0kiC+g+DtVTAJjixElRneUZVRsb+YEoq3ITVgkc3JyGwphHPqGgzs/e2IlZ5y4BhCHe/AM/1ynaJLjlYrVdUcGJ84p65BTAki0LpxxLGBfU9C9MyArfxTOkRGThRfOcdltCVGCRq3nbjong7Jl/p2z+jAJ7AUzslCRMajaxLk9ttvB8dxY37t3Tt8gNLa2orVq1fj0ksvxbXXXpvRz7/vvvvg8XiGvmpqajK6H8ldrrovgTPxGNi3btjr/qY/Iyb54K67WKfIkmMSC8CZLZAnQRIEAAoarob30O+hRvqGXmMxBb27Hoar7kvgrcU6RkeOJzimZLQdRol0AUwFbzPeICPeJrcp5cF9ojMM0ZdYMBuS7+Cos7ZjkbwHDVs0TrBXZbQdJjGoF2gliGEUzfs2wt3vI9z5j2Gv9+15FJbCuYZvtcrbK+MrVaOZrcqWQ8Yv2GsW3XDXX4r+Pb8a1nlKCXXCe/D3KJz9TUNPqE0mJrMl3lErg6SxEmqH2VIMk9miYWTaSHRAS1V0YC8sk6Szoq5JkJtuugmffPLJmF/19f9cbtrW1oaVK1dixYoVIwqeVlRUoLNz+JKmxPcVFaPPIN5xxx3wer1DX8eOZV4gh+QmE29F8cKb0LfnF5C88TcNNdqP3o9+hsI534TZUqBvgOOIt6HLfMmpEmwHbzf+DKCr9vPgbeXo3nHf0GsD+34LJdiK4gX/rmNk5ER8hitBEgkUI85Mi+7pYGoYSii1QVTUuw8WqgeiO0vhXCAmQ/Kntm9a8h0ybNE43jEFcgaDejnUCnA8zNYSDaMimRA9M+CuuwRd79+FmBICAER6d8J3+A8oXnSb4T9UD61UDac/PmGMDXYtMt7fgRMVzr0Oku8gfIfWA4jH3rXtHoiuOrhqv6hzdOR4vDOz8YlswPa4CfGVIKklQVhMjU/STJIkCK/nDy8tLUVpaXItR1tbW7Fy5UosWbIE69atg8k0PH+zfPly3HnnnZBlGYIQ7729ceNGNDQ0oLCwcNR7WiwWWCzGy94RfbinX4Zgy9/Q+sZVKJr/HXgPPguTxYPCudfrHVpSEu0RM6EEW8FPvUCjiLKHMwkoP+MBtPztKzDxdphFD/r2PIryMx40bBvjyUpwVCPY9kba18vBFpitpYZsiyg4p4EziZAG9g8VgU2GNLAf7rovZTEykgyztQRmSzGi/anNfEneg3AatBsH76gaszvFeJRgK3h7BTiTWcOoSKZKTr0Tza98Fq2vfxXuuovRu/thuKZ9Do7Ks/UObVwm0QPObIUcbIsnHtMQi/aDqZGcWKEkOKpRsug2dH/wQ6iSD9LAXoTa/47q856jf1cGIzgy6xAT7wxjvK26QDx5Gov2Q430wWwtGv8CxLueMTUMSwFthzGM1tZWnHvuuZg6dSp+9rOfobu7Gx0dHcNqfVxxxRUQRRHXXHMN9uzZg2effRYPP/wwbrzxRh0jJ7mE40yoOHMt7FXnonfnf4O3lWLKuU8aulPK8fgMK7AzFhvsCmD8mRYAsJWehqpzfoNw53vwN/0V5Wf8jD5YGhDvrIYSbEl7P7gSbEkpwTCROJMZomcGooOFTpOhhLugRronzXJTI+M4Lr4lJoW6IDElAiXYAtFj1O0wUzLaDiMHjhmu9S+Jb7OoPv9ZmAQ3enc/DGd1I8qW/afeYSVlaKVqBitB5MHVdrmwEgQAPLO+huJFt8N74GlI/iZMWfkUrEXz9A6LnEBwxMcn6TJq0XYgvl0X4FKqCxId+AQmwZUz/84ypetKkGRt3LgRBw8exMGDB1FdPXwwnBhYezwebNiwAd/5znewZMkSlJSU4K677sK3vvUtPUImOcrE21G+9F5g6b16h5Iy3l6JSO9HaV+vRnrBYlJOdQVwVJ0DR9U5eodBxiA4qsHUKNRIT1qrdORgC3inMZMgACB6ZkEaSD4JEunbBc5soZogBhEvjvpJ0ufL/sMAGAS3cbfDqNE+xJRQWgl82d9kuNa/JE6wV2LKynXjn2hAma5UVYJtMPFOmASXhlFlD8dxKJz9dRTO/rreoZAx8M5qyE1/TPt6JdgCW+kSDSPSjom3gXdMgeQ7CFvZ0qSukQb2QixoMPwWO63kxEqQq6++GoyxUb+Ot3DhQrz99tuIRCJoaWnBbbfdplPEhEw83l6RYUG8eDZcMHjhMZJbEqs40l1yKgdaDbsSBBhMgqSwEiTauxOWwnngTDkxB5H3LEXzEO3bnfRKpaj3AEyWQsMWX068fycKnKZKDjRDdFIShGiLt1ek/UwCg22bHVMmzYczMjEERw2UUDtYTE75WsaY4VfOWTyzEB3Yl/T50b49k2qVak4kQQgh4+Md8a4A6W47kIOtMIkemASnxpGRycwkOGC2lkIONKV1vZG3wwCAWDAr3mEkpiZ1fqRvF6xFC7McFUmWtfgUqNE+KMHkknTR/j1p1zWYCGZrKcDxQ9sHUsEYg+w/CsFVq31gZFKLT9JkshKk1fCdYUjuEZw1AItBDqY+gRiTBhCT/eAdxu0saimah2j/x0mdyxhDpO8jWIsXZTcoA6EkCCF54vhtB+nIpXogJLcIrlrI/qaUr2MxdbAtonGfS0tBA5gaTer3Y4wh2rcTluIF2Q+MJEVw1cIkuBHpSW4rYbRvD6yFxt3bz5nM8a0HaexzV6O9iCkBQ89sktwkODKrVaOEWnOiKCrJLby9CpxJTGt8kljdKjgNnAQpnIto/yfD2jWfjBJshRrppSQIIST3JBIY6RZ5koOthv6wSXKX6KqF5D+a8nVKpAuIyRAMXBOEt0+ByVKISN+ucc9VQm3xQQatBDEMjjPBWrwwqXpKjLHBlSDGTYIAgOCcmtb2M3nw3yjVBCFa4x01kINtSa+YO1F8OwwlQYi2OJMZvLMGsv9IytfKgWaYxAKYRXcWItOGpXAumBIcem8fS6R3B0yCC4K7bgIiMwZKghCSJ0yCEyZLIeRg6suggXjhsVwqikpyR7orQZRAPKHH242bnOM4DtaiBYj27Rz33GjfLnC8Y7BqOzEKa/EiRPrGT4IooVbEJK/xkyCuqUkNek8kB47CbCvLmY5oJHcIjmqAKWl3iFFCNElDsiM+SdOU8nVysMXQq0CAePLRJLgQHRh/S0ykZwcsxQvBcZMnNTB5flNCJgHBUQ05g5UgtB2GZEM8CXIk5Xo1crAFZmspTLw1S5Fpw1q0MKmVIOGeD2EtWgDOZJ6AqEiyLMWnINq3a9zieNG+j8HxdsPXzIivBEkjCeI/CoGKopIsiK/i4NJaoRRTIlAjvbQdhmRFYnySKjnQbPgkCMdxsBTOQbRvz7jnRnp3TKqtMAAlQQjJK4JjytDseaqo8BjJFtFVi5jsRyzan9J1Ri+KmmApXhDvMBJTxjwv3PkebGXLJigqkixryWIwNYpo3+4xz4v07oClcK7hk1iiqxayvzn1pKP/KG2FIVlhMlvA28qhpLFSNVFQlcYnJBsEV12aNUGac6J+krV4ESI928c8J6ZGEe3fDWvJ4gmKyhgoCUJIHuHTXAmiyn7EZB8EA287ILkrMbuc6pJTyX8UgisHBhlFp4CpkTFb5aqyH9H+3bCVUxLEaHhrMcSCBoQ6t4x5XrhrK2xlSycoqvQJzqmIKQGo0b6UrpMDR6k9Lska3lmd1koQJdQKcGbwtvIsREUmO9FVCznYAqZKKV2nBFogGLgzTIK1dAkivTvGXOkY6fkQLCbDVnr6BEamP0qCEJJH4tth0hhkDLYHoz23JBuG2uSmuORU9h+B4KrPUlTa4e3l4B01CHdtPek5ke5t4Dge1uLJNdOSK+xlyxEeIwkSUyKI9O2ErTQ3kiBAfKYyFVKA2uOS7El3u64cbAVvKwdn4rMQFZnsBFftYJvc5MfOLKbGn0uDb4cBAGvJqWBqZMxWueGOzbAWLTR0kddsoCQIIXmEd1ZDCbamvAxaCbaCM4kwW4uzFBmZ7ARXbcp1CiT/EYg5UkTUXr4coc53T3o83LkFluKFhq9vMlnZypcj3P3BSWcDI707AKbCWnrqxAaWBpPghNlanFJxVFXyIhbtz4nl3SQ3CY7qtLrX5cq2A5KbeHslOLMlpZWqSrgdYEpOPJe8tQSCqxbh7g9Oek6oczNs5SsmMCpjoCQIIXlEcFSDqVGokZ6UrpMG94JPpqrQZGKJrjpIvuRXgqjRgfiHshxp12YrX45w13tgLDbq8UDrJjiqVk5wVCRZtvJlYDEZ4e73Rz0e7toKS8FcmAXXBEeWHsE5LaWVIJL3IABAdE/PVkhkkuOdNWm3bqZaNSRbOM4EwZlaBzvZ3wRwPIQcqVNjrzgTofa/j3pMlXyI9H4EewUlQQghOSzR3SXVJadyoIm6ApCsEj3TIfkOJH1+YuuMmCPL8+0VKxCTBhDtHdlqVfIeguw7BGd1ow6RkWSYRQ9sZWcgcOy1UY8HWzfBXnX2BEeVvngSJPmVIJL3AHjHFJgERxajIpOZ4KiGEu4YtwvTieRAM23TIlkluOsg+Q4nfb7kPRifODQJWYxKO46qlQh3vouYEhpxLNi6CSbeMenqgQCUBCEkr5gEJ0yWQigpzrbQTAvJNtEzC7LvyLgdVBIk/5F4e1zBmeXItMHbymAtXoRAy4YRxwItGyC46yF6aJbdyJw1jQi0bBixmkcOtiHatzOnkliiuw5yioN60T0zixGRyU5w1gAsNtTtJRmMMcj+ppzYdkByl8Uzc8zC5ieSfIcgumdkMSJt2cqXAxyHUMc7I44Fjr0CR/V54MyiDpHpi5IghOQZ0VmbcheOeBKkNivxEAIAomcmWExKuk6B7DsCMUe2wiQ4ahrhP/rSsA/RjDH4j7wAZ80FOkZGkuGsaYQa6UG4c/Ow1wPHXgVvr4SlaIFOkaVOcM+A5D2YdH0oyXcAoid3BvUk9/D2CoAzp7RNKxbtR0z258yKQJKbRM8sSAP7U3i/PJRTWwdNvA32qpXwN/1l2OtKpAehtrfgnHqhTpHpi5IghOQZwVWbUhcOFpMhB1toOwzJKt5eBRPvRDTJ2RbJfwRCjhRFTXDXfQlKqB2h9reHXgt3/gOS/wg8M67QMTKSDN5WBkf1+RjY/9TQa4zF4D3wNNx1F4PjOB2jS43FMzPeJjfcmdT5kvcgRA+tBCHZw5kECI6alCZpElu6aCUIySbRMwsx2Qc13JXU+fEkiPE71x3PXX8Jgi0boRxXM9B74Hcw28rhqDxXv8B0REkQQvKM6K5LrcBTsA1gSs504SC5ieM4iJ4ZkLzJ1QWRfIdz7pnkbWVwTV2Dvj3/A8YYGIuhd+d/w1mzOmcKqE12hbO/iWDLRkR6tgMAAkdfghxsgXtmbiWxBNc0gOMRTeLfmyr7oYTaKAlCsk5w10FOoUC25D8Ks7U4Z7ZFktwkumoBk4Cod9+456pSPFmSayvnHJXngHdWo3/PLwAAaqQP3v1PoqDhanAms87R6YOabhOSZwRXvMATYyypmUvZ3wSYBPD2yuwHRyY10TMrqX23LCZD9h2CWNAwAVFpq/iUG3H0pUb0fPhjMKYi2v8xKlb8t95hkSTZSpfAOe1z6Nj87yia/6/o2f5TFM25DkKOvT9yJgGiqxay7yBQedaY58reQwCoMwzJPtFVD8mffK2aeHvc2uwFRAgAzizGO9gN7IejcuwC2LIv/n4p5NhKEM7Eo2TRbWh/+9sQnFMRbN0Es7UYnplX6h2abmglCCF5RnTXIyb7EIv2J3W+HDgKwVkzaTPBZOKInplJrQSRfEfAYhIsBbMnICptCc6pqDzrl/A3v4TAsddQedYvITir9Q6LpKB86b0QPTPQtfX7cEz5DIrm/6veIaVF9MxAdLD17Vii3v3gbRUwi+4JiIpMZkKKBXupKCqZKPFJmmTGJ4dhtpXnTLv04zmrV6Fk0W3o+ehBKJFeVJ71GExmi95h6YZWghCSZxK1PSR/E2zWonHPl/1HaaaFTAixoAGS7zBianTMP7zSwF6YxAKYbeUTGJ12HFXnov6L7yW9GosYi0lwouqc3+T8/z/RPQOhrnfHPS/atwuWonkTEBGZ7ERXHeTgMTBVSqobhRxohn2cmXlCtGApmIVAy9/GPS86sDfntsIcr3DOtSiY/c2c/tumFVoJQkieMQkOmG3lSRdHlf1NEKk9LpkA1qIFAFMg9X8y5nnRgb2wFMzO+T/SuR7/ZJfr///EwrmQ+veOaPl7omjfnpzqfENyl+CuA1gMcuDYuOcyxiD5D1NnGDIhxMK5kLz7wGLymOdF+/fExzI5LNf/tmmFkiCE5CHRVZf0vlvJdyjn9jaS3GS2FEBwTkWkb9eY5yWSIISQ9FmL5iOmBMZsS81iCqIDn8BSSCtBSPbxtnJwZltS4xM10oNYtJ8K9pIJYS1aCKZGER04ed0yxhiifbvp/TJPUBKEkDwkuOPFUccTU8KQA82weGZNQFSEAJaiBYiOkwSR+j+BWEhJEEIywTuqYRLciPbvOek5ku8QmBrJ+ZlNkhs4zhTvYJfE+ETy7gc4M03SkAnB20rB26sQ7f3opOcowWOIyX5YiuZPYGQkWygJQkgesngaIA2M3+pL8h0EwCBSEoRMEGvRAkT6dp70uBLqgBLugLVo4QRGRUj+4TgOlqL5iPbtPuk50b7dMFtLwdtzs/4OyT2CezqiviQK9g7sh+CqndSFG8nEshYvRKTv5EmQSN9umAQXFevNE5QEISQPiQUNkP1NiCnhMc+TBvbDbCuD2VIwMYGRSc9SvBCS9wBicnDU4+GeD2HinZSYI0QD1qL5iIwxsxnu/gDWkkUTFxCZ9CwFcyD17x33PMm7n1apkgllKT4Fkd6TT9LEt8LMAcfRx+d8QP8XCclD8XoKbNx2X1HvPhpkkAllLV4EcGaEuz8Y9Xik50NYik+hls2EaMBaejoivdvBVGnU4+Gu92ArWzbBUZHJzFIwG5J3P1hMGfM8ybufkuFkQtlKFkPy7ocqeUc9Hu5+H9aS0yY4KpItlAQhJA+ZLQXgbRWIDow92yINHKBBBplQJt4Ga/EihDu3jHo80rMdtpLFExwVIfnJVnY6mCqNugVNCXdB9h+BrWypDpGRyUosnA0WkyCN0cGOsfgkjlhA4xMycSzFi8CZRIQ7R7YWjykhRHo/gq2cksb5gpIghOQpsWD2uHVBogOfQCxomKCICImzly9HaJQkiCp5BwcZy3WIipD8YxY9EAtmI9y1dcSxcOe7MAkuWArm6hAZmax4WwVMYsGYrdKVUFu8ACVN0pAJZDJbYCtbilDHP0Yci/R8CDAGW8kSHSIj2UBJEELylKVwNqL9H5/0uBLqgBruhLWYClCSiWWv+BSi/buhRHqGvR5qfxsmsw22UlpuSohW7OUrEGx7c8TrgZaNsFeeTVvPyITiOA6WgtljrlSN9O4Ex9shuOomMDJC4uOTUMfbYIwNez3U/g6sxafAJDh0ioxojZIghOQpS9FCRPp2gcXUUY9HeneA4x0Q3TMnODIy2VlLlsBsKUKwZcOw14Otr8NWeSY4s6hTZITkH2fN+Yh0fzAs6RhTowi2vQFnzWodIyOTlaVo3tgFKHt3wEq1oYgOHFPOh+xvgjTwz5VKjDEEjr0KZ/X5OkZGtEZJEELylK3kVDAlCMm7f9TjkZ4dsBYtoEEGmXCcyQxnzWr4jvxp6LWYHECgZQOc1Y36BUZIHrKWnAaztQiBoy8OvRZsfR2IyXBUnatfYGTSspYsQaR3x0mLo4Z7tsNaTLWhyMQT3XWwFM6Hv+kvQ69F+3ZBDhyFc+oFOkZGtEZJEELyFG8vB2+vQqRn+6jHI70fwVp8ygRHRUicZ+aViHS/PzQb6Dv8PDizSIMMQjTGmczwTP8KBvY/CcZiYIxhYN9v4aq9CCbBqXd4ZBIaa5KGxRRE+3bBWkLjE6IPz4yvwHvw91BlPwBgYO9vYav4FATnVJ0jI1qiJAghecxashjhnm0jXk90C7CWLJr4oAhBvE2io+rT6P7gHkQH9qN313+jcPa1MJkteodGSN7xzPoqlHA3+j9+DL5DzyLSswOFc67VOywySfH2cvCOaoS7R45PogN7wdQIrQQhunHVXwwTb0fP9vsRbH8b/ua/omjuv+gdFtEYJUEIyWP28hUIdfxjRIGncM+HYGqEunAQXZWe/mMokS40v9wIS0EDCmdfo3dIhOQl3laGstN/gt6PHkTX1jtQeuqdED0z9A6LTGK2sqUId24e8Xqo/W0I7ungbaU6REVIvEtM+YqH4G/6E9reuAoFs74Oe8Wn9A6LaIzXOwBCSPbYK89G1/t3QvLug6Vg9tDrobY3YS1eDLPo0TE6MtkJjipMu/BVSL5DsBTOA2eiP0mEZIu77iLYSk8FYzGIrlq9wyGTnKPyXHRt/T5YTAZnEoZeD7a9AUfVSh0jIwSwl5+B2s+9ATXSA0shtRHPR7QShJA8JjirIbpnINiyceg1xtjgIOMcHSMjJM4kOAe7AFAChJBsE5xTKQFCDMFeeRZiagjhrveGXlMlLyI9H8Ix5dM6RkZIHG8rowRIHqMkCCF5zlX7BfiOvDC0JSbatwuSdz+cU9foHBkhhBBCJiOzpQD2ynPgO/z80Gv+I3+C2VIAW8kSHSMjhEwGlAQhJM+56r4IOXAMofa3AAAD+5+ErWwZRHe9zpERQgghZLLyTL8MgWOvQAl1gsUUeA88DXf9ZeDMot6hEULyHK0/JiTPCY4pcNdfiu4P7oHc8HX4j/wRUz79tN5hEUIIIWQSc0w5D4KrHp3v3Q7RMx1KuBMFDVfrHRYhZBKglSCETAKlp94Js60MPdt/iuJTboK9YoXeIRFCCCFkEuNMZlSeuRaS7wB8B59F+fKfU1cYQsiE4NiJvTMnMZ/PB4/HA6/XC7fbrXc4hGjuxCrshBBCCCF6YiwGsBgVyCaEZCzZz/M5txIkGo1i0aJF4DgOO3bsGHZs586dOOuss2C1WlFTU4MHHnhAnyAJMShKgBBCCCHESDjORAkQQsiEyrkkyK233oqqqqoRr/t8PqxatQrTpk3Dtm3b8OCDD+Kee+7B448/rkOUhBBCCCGEEEIIMZqcSru+8sor2LBhA55//nm88sorw44988wzkCQJv/3tbyGKIubNm4cdO3bg5z//Ob71rW/pFDEhhBBCCCGEEEKMImdWgnR2duLaa6/FU089BbvdPuL4li1bcPbZZ0MU/9lWq7GxEfv27UN/f/9EhkoIIYQQQgghhBADyokkCGMMV199Na6//nqcdtppo57T0dGB8vLyYa8lvu/o6Bj1mmg0Cp/PN+yLEEIIIYQQQggh+UnXJMjtt98OjuPG/Nq7dy/Wrl0Lv9+PO+64Q9Off99998Hj8Qx91dTUaHp/QgghhBBCCCGEGIeuLXK7u7vR29s75jn19fX48pe/jL/+9a/gOG7odVVVYTabceWVV+LJJ5/EVVddBZ/Phz/96U9D57zxxhv49Kc/jb6+PhQWFo64dzQaRTQaHfre5/OhpqaGWuQSQgghhBBCCCE5JNkWuboWRi0tLUVpaem45z3yyCP4yU9+MvR9W1sbGhsb8eyzz2LZsmUAgOXLl+POO++ELMsQhHgb0I0bN6KhoWHUBAgAWCwWWCyWoe8T+SDaFkMIIYQQQgghhOSOxOf48dZ56LoSJF1NTU2oq6vD9u3bsWjRIgCA1+tFQ0MDVq1ahdtuuw27d+/GN77xDTz00ENJd4dpaWmhLTGEEEIIIYQQQkiOOnbsGKqrq096PKda5I7F4/Fgw4YN+M53voMlS5agpKQEd911V0rtcauqqnDs2DG4XK5hW2+MLrGN59ixY7SNh+Qder5JPqPnm+Qzer5JPqPnm+SzXH2+GWPw+/2oqqoa87ycXAlChkt27xMhuYieb5LP6Pkm+Yyeb5LP6Pkm+Szfn++caJFLCCGEEEIIIYQQkilKghBCCCGEEEIIIWRSoCRIHrBYLLj77ruHdbohJF/Q803yGT3fJJ/R803yGT3fJJ/l+/NNNUEIIYQQQgghhBAyKdBKEEIIIYQQQgghhEwKlAQhhBBCCCGEEELIpEBJEEIIIYQQQgghhEwKlATJA48++ihqa2thtVqxbNkybN26Ve+QCEnLvffeixUrVsBut6OgoGDUc5qbm7FmzRrY7XaUlZXhlltugaIow8558803ceqpp8JisWDGjBl44oknsh88IWNoamrCNddcg7q6OthsNkyfPh133303JEkadt7OnTtx1llnwWq1oqamBg888MCIe/3hD3/A7NmzYbVasWDBArz88ssT9WsQclKf//znMXXqVFitVlRWVuKrX/0q2trahp1DzzfJddFoFIsWLQLHcdixY8ewY/R8k1xVW1sLjuOGfd1///3Dzsm355uSIDnu2WefxY033oi7774bH374IU455RQ0Njaiq6tL79AISZkkSbj00kvxL//yL6MeV1UVa9asgSRJ2Lx5M5588kk88cQTuOuuu4bOOXLkCNasWYOVK1dix44d+N73vodvfvObeO211ybq1yBkhL179yIWi+Gxxx7Dnj178NBDD+FXv/oVvv/97w+d4/P5sGrVKkybNg3btm3Dgw8+iHvuuQePP/740DmbN2/GV77yFVxzzTXYvn07LrroIlx00UXYvXu3Hr8WIUNWrlyJ5557Dvv27cPzzz+PQ4cO4ZJLLhk6Ts83yQe33norqqqqRrxOzzfJdT/60Y/Q3t4+9PWv//qvQ8fy8vlmJKctXbqUfec73xn6XlVVVlVVxe677z4doyIkM+vWrWMej2fE6y+//DIzmUyso6Nj6LVf/vKXzO12s2g0yhhj7NZbb2Xz5s0bdt1ll13GGhsbsxozIal64IEHWF1d3dD3v/jFL1hhYeHQs8wYY7fddhtraGgY+v7LX/4yW7NmzbD7LFu2jF133XXZD5iQFPz5z39mHMcxSZIYY/R8k9z38ssvs9mzZ7M9e/YwAGz79u1Dx+j5Jrls2rRp7KGHHjrp8Xx8vmklSA6TJAnbtm3DeeedN/SayWTCeeedhy1btugYGSHZsWXLFixYsADl5eVDrzU2NsLn82HPnj1D5xz/byJxDv2bIEbj9XpRVFQ09P2WLVtw9tlnQxTFodcaGxuxb98+9Pf3D51Dzzcxur6+PjzzzDNYsWIFBEEAQM83yW2dnZ249tpr8dRTT8Fut484Ts83yXX3338/iouLsXjxYjz44IPDtprn4/NNSZAc1tPTA1VVh30gBIDy8nJ0dHToFBUh2dPR0THq8544NtY5Pp8P4XB4YgIlZBwHDx7E2rVrcd111w29lsnzTe/5xAhuu+02OBwOFBcXo7m5GX/+85+HjtHzTXIVYwxXX301rr/+epx22mmjnkPPN8llN9xwA9avX4833ngD1113HX7605/i1ltvHTqej883JUEIIVl1++23jyi2dOLX3r179Q6TkLSk83y3trZi9erVuPTSS3HttdfqFDkh40v1+b7llluwfft2bNiwAWazGVdddRUYYzr+BoScXLLP99q1a+H3+3HHHXfoHTIhSUvl/fvGG2/Eueeei4ULF+L666/Hf/3Xf2Ht2rWIRqM6/xbZw+sdAElfSUkJzGYzOjs7h73e2dmJiooKnaIiZLibbroJV1999Zjn1NfXJ3WvioqKEd2PEs9/4pmvqKgY9d+E2+2GzWZLMmpCkpPq893W1oaVK1dixYoVwwqKASd/dhPHxjqH3vNJNqT6fJeUlKCkpASzZs3CnDlzUFNTg3fffRfLly+n55sYTrLP9+uvv44tW7bAYrEMO3baaafhyiuvxJNPPknPNzGcTMbfy5Ytg6IoaGpqQkNDQ14+35QEyWGiKGLJkiXYtGkTLrroIgBALBbDpk2b8N3vflff4AgZVFpaitLSUk3utXz5ctx7773o6upCWVkZAGDjxo1wu92YO3fu0DkntuTauHEjli9frkkMhBwvlee7tbUVK1euxJIlS7Bu3TqYTMMXYy5fvhx33nknZFkeqqOwceNGNDQ0oLCwcOicTZs24Xvf+97QdfR8k2zJ5P07FosBwNBMIj3fxGiSfb4feeQR/OQnPxn6vq2tDY2NjXj22WexbNkyAPR8E+PJ5P17x44dMJlMQ2PtvHy+9a7MSjKzfv16ZrFY2BNPPME+/vhj9q1vfYsVFBQM655BSK44evQo2759O/vhD3/InE4n2759O9u+fTvz+/2MMcYURWHz589nq1atYjt27GCvvvoqKy0tZXfcccfQPQ4fPszsdju75ZZb2CeffMIeffRRZjab2auvvqrXr0UIa2lpYTNmzGCf+cxnWEtLC2tvbx/6ShgYGGDl5eXsq1/9Ktu9ezdbv349s9vt7LHHHhs65x//+AfjeZ797Gc/Y5988gm7++67mSAIbNeuXXr8WoQwxhh799132dq1a9n27dtZU1MT27RpE1uxYgWbPn06i0QijDF6vkn+OHLkyIjuMPR8k1y1efNm9tBDD7EdO3awQ4cOsaeffpqVlpayq666auicfHy+KQmSB9auXcumTp3KRFFkS5cuZe+++67eIRGSlq997WsMwIivN954Y+icpqYmdsEFFzCbzcZKSkrYTTfdxGRZHnafN954gy1atIiJosjq6+vZunXrJvYXIeQE69atG/XZPnEu4qOPPmJnnnkms1gsbMqUKez+++8fca/nnnuOzZo1i4miyObNm8deeumlifo1CBnVzp072cqVK1lRURGzWCystraWXX/99aylpWXYefR8k3wwWhKEMXq+SW7atm0bW7ZsGfN4PMxqtbI5c+awn/70p0MJ7IR8e745xqhiFSGEEEIIIYQQQvIfdYchhBBCCCGEEELIpEBJEEIIIYQQQgghhEwKlAQhhBBCCCGEEELIpEBJEEIIIYQQQgghhEwKlAQhhBBCCCGEEELIpEBJEEIIIYQQQgghhEwKlAQhhBBCCCGEEELIpEBJEEIIIYQQQgghhEwKlAQhhBBCiG7efPNNcByHgYEBXX7+pk2bMGfOHKiqCgC45557sGjRIs1/zhlnnIHnn39e8/sSQgghJDWUBCGEEELIhDj33HPxve99b9hrK1asQHt7Ozwejy4x3XrrrfjBD34As9mc1Z/zgx/8ALfffjtisVhWfw4hhBBCxkZJEEIIIYToRhRFVFRUgOO4Cf/Z77zzDg4dOoSLL744az9DkiQAwAUXXAC/349XXnklaz+LEEIIIeOjJAghhBBCsu7qq6/GW2+9hYcffhgcx4HjODQ1NY3YDvPEE0+goKAAL774IhoaGmC323HJJZcgFArhySefRG1tLQoLC3HDDTcMbWEBgGg0iptvvhlTpkyBw+HAsmXL8Oabb44Z0/r163H++efDarWe9JxDhw6hvr4e3/3ud/HDH/4Q8+fPH3HOokWL8B//8R9Dv+dFF12Ee++9F1VVVWhoaAAAmM1mXHjhhVi/fn2K/+UIIYQQoiVe7wAIIYQQkv8efvhh7N+/H/Pnz8ePfvQjAEBpaSmamppGnBsKhfDII49g/fr18Pv9+NKXvoQvfvGLKCgowMsvv4zDhw/j4osvxqc+9SlcdtllAIDvfve7+Pjjj7F+/XpUVVXhj3/8I1avXo1du3Zh5syZo8b09ttv44orrjhpzDt37kRjYyOuueYa/OQnP0FLSwt+9KMf4f3338fpp58OANi+fTt27tyJF154Yei6TZs2we12Y+PGjcPut3TpUtx///0p/XcjhBBCiLYoCUIIIYSQrPN4PBBFEXa7HRUVFWOeK8syfvnLX2L69OkAgEsuuQRPPfUUOjs74XQ6MXfuXKxcuRJvvPEGLrvsMjQ3N2PdunVobm5GVVUVAODmm2/Gq6++inXr1uGnP/3pqD/n6NGjQ+efaPPmzfjsZz+LO++8EzfddBMAoLq6Go2NjVi3bt1QEmTdunU455xzUF9fP3Stw+HAb37zG4iiOOyeVVVVOHbsGGKxGEwmWoxLCCGE6IH+AhNCCCHEUOx2+1ACBADKy8tRW1sLp9M57LWuri4AwK5du6CqKmbNmgWn0zn09dZbb+HQoUMn/TnhcHjUrTDNzc04//zzcddddw0lQBKuvfZa/P73v0ckEoEkSfjd736Hb3zjG8POWbBgwYgECADYbDbEYjFEo9Hk/kMQQgghRHO0EoQQQgghhiIIwrDvOY4b9bVEp5VAIACz2Yxt27aN6PJyfOLkRCUlJejv7x/xemlpKaqqqvD73/8e3/jGN+B2u4eOfe5zn4PFYsEf//hHiKIIWZZxySWXDLve4XCM+vP6+vrgcDhgs9lOGhMhhBBCsouSIIQQQgiZEKIoDitmqpXFixdDVVV0dXXhrLPOSum6jz/+eMTrNpsNL774Ii688EI0NjZiw4YNcLlcAACe5/G1r30N69atgyiKuPzyy5NOauzevRuLFy9OOj5CCCGEaI+2wxBCCCFkQtTW1uK9995DU1MTenp6hlZyZGrWrFm48sorcdVVV+GFF17AkSNHsHXrVtx333146aWXTnpdY2Mj3nnnnVGPORwOvPTSS+B5HhdccAECgcDQsW9+85t4/fXX8eqrr47YCjOWt99+G6tWrUr+FyOEEEKI5igJQgghhJAJcfPNN8NsNmPu3LkoLS1Fc3OzZvdet24drrrqKtx0001oaGjARRddhPfffx9Tp0496TVXXnkl9uzZg3379o163Ol04pVXXgFjDGvWrEEwGAQAzJw5EytWrMDs2bOxbNmypOJrbW3F5s2b8fWvfz31X44QQgghmuEYY0zvIAghhBBC9HDLLbfA5/PhscceS/oaxhhmzpyJb3/727jxxhuTuua2225Df38/Hn/88XRDJYQQQogGaCUIIYQQQiatO++8E9OmTUt6a053dzf+53/+Bx0dHSmt6igrK8OPf/zjdMMkhBBCiEZoJQghhBBCSJI4jkNJSQkefvhhXHHFFXqHQwghhJAUUXcYQgghhJAk0dwRIYQQkttoOwwhhBBCCCGEEEImBUqCEEIIIYQQQgghZFKgJAghhBBCCCGEEEImBUqCEEIIIYQQQgghZFKgJAghhBBCCCGEEEImBUqCEEIIIYQQQgghZFKgJAghhBBCCCGEEEImBUqCEEIIIYQQQgghZFKgJAghhBBCCCGEEEImhf8fyAk2QWlYNeEAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot the forcing signal over the last 500 kyr to resolve both precession and eccentricity\n", "t_range = np.linspace(-500, 0, 5000)\n", "f_vals = calc_f(t_range)\n", "\n", "fig, ax = plt.subplots(figsize=(11, 3))\n", "ax.plot(t_range, f_vals, color='goldenrod', lw=0.9)\n", "ax.axhline(0, color='k', lw=0.5, ls=':')\n", "ax.set_xlabel('time (kyr)'); ax.set_ylabel('f (W m\\u207b\\u00b2)')\n", "ax.set_title('calc_f — precession with eccentricity modulation (default parameters)')\n", "ax.invert_xaxis()\n", "plt.tight_layout(); plt.show()" ] }, { "cell_type": "markdown", "id": "g24-forcing-cap", "metadata": {}, "source": [ "**Figure.** The `calc_f` forcing over the last 500 kyr. The signal is dominated by the ~23 kyr precession cycle, with amplitude modulated at ~100 kyr by eccentricity — the beat between consecutive precession cycles is clearly visible near 400 kyr BP." ] }, { "cell_type": "markdown", "id": "cell-8", "metadata": {}, "source": [ "### Forcing parameters\n", "\n", "| Parameter | Description | Default |\n", "|---|---|---|\n", "| `A` | Amplitude (W m⁻²) | 25 |\n", "| `eps` | Eccentricity modulation depth | 0.5 |\n", "| `T1` | Eccentricity period (kyr) | 100 |\n", "| `T2` | Precession period (kyr) | 30 |\n", "\n", "`eps=0` removes the eccentricity envelope, leaving constant-amplitude precession. Comparing the two forcing signals makes the 100 kyr amplitude modulation explicit:\n" ] }, { "cell_type": "code", "execution_count": 5, "id": "cell-9", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "f_eps05 = calc_f(t_range, eps=0.5) # default: eccentricity modulation on\n", "f_eps0 = calc_f(t_range, eps=0) # pure precession, constant amplitude\n", "\n", "fig, axes = plt.subplots(2, 1, figsize=(11, 5), sharex=True)\n", "axes[0].plot(t_range, f_eps05, color='goldenrod', lw=0.9)\n", "axes[0].set_ylabel('f (W m\\u207b\\u00b2)')\n", "axes[0].set_title('eps=0.5 (default) — 100 kyr amplitude beats visible')\n", "\n", "axes[1].plot(t_range, f_eps0, color='sienna', lw=0.9)\n", "axes[1].set_ylabel('f (W m\\u207b\\u00b2)')\n", "axes[1].set_title('eps=0 — constant-amplitude precession only')\n", "\n", "for ax in axes:\n", " ax.axhline(0, color='k', lw=0.5, ls=':')\n", " ax.invert_xaxis()\n", "axes[1].set_xlabel('time (kyr)')\n", "plt.tight_layout(); plt.show()" ] }, { "cell_type": "markdown", "id": "g24-eps-cap", "metadata": {}, "source": [ "**Figure.** Top (`eps=0.5`): eccentricity modulation is on — amplitude waxes and wanes on the 100 kyr eccentricity cycle, producing large and small precession maxima alternately. Bottom (`eps=0`): pure precession at fixed amplitude. Eccentricity modulation is what intermittently 'unlocks' large terminations in the model." ] }, { "cell_type": "markdown", "id": "cell-10", "metadata": {}, "source": [ "## Ice volume threshold: vc\n", "\n", "`vc` is the minimum ice volume required to trigger a termination (k=1 → k=2). It controls both the dominant cycle period and the sawtooth asymmetry:\n", "\n", "- **Low `vc`** (≈ 0.65): deglaciation triggers after modest ice build-up → frequent terminations → shorter cycles\n", "- **High `vc`** (≈ 1.4): substantial ice build-up required → the system skips forcing beats until enough ice accumulates → longer cycles\n", "\n", "The default `vc=1.4` reproduces the late Pleistocene 100-kyr world. Note that the `calc_f` forcing is purely precession-based (no obliquity), so minimum cycle lengths are set by the glaciation timescale `t1`, not the 41-kyr obliquity period.\n" ] }, { "cell_type": "code", "execution_count": 6, "id": "cell-11", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/jlanders/PycharmProjects/ClimateCritters/climatecritters/model_critters/g24.py:213: RuntimeWarning: invalid value encountered in sqrt\n", " return 1 + np.sqrt((f2 - f) / (f2 - f1))\n", "/Users/jlanders/PycharmProjects/ClimateCritters/climatecritters/model_critters/g24.py:232: RuntimeWarning: invalid value encountered in sqrt\n", " return 1 - np.sqrt((f2 - f) / (f2 - f1))\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "vc=0.65: 28 terminations (mean cycle ~71 kyr)\n", "vc=1.00: 18 terminations (mean cycle ~111 kyr)\n", "vc=1.40: 14 terminations (mean cycle ~143 kyr)\n" ] } ], "source": [ "# Compare three vc values\n", "vc_values = [0.65, 1.0, 1.4]\n", "vc_colors = ['steelblue', 'seagreen', 'firebrick']\n", "vc_runs = []\n", "\n", "for vc_val in vc_values:\n", " m = Model3(vc=vc_val)\n", " m.register_forcing('insolation', cc.Forcing(calc_f))\n", " out = m.integrate(t_span=(-2000, 0), y0=[0.0, 1], method='RK45',\n", " kwargs={'max_step': 0.5})\n", " vc_runs.append((vc_val, out))\n", "\n", "for vc_val, out in vc_runs:\n", " k_out = out.state_variables['k']\n", " n_t = int(np.sum(np.diff(k_out) > 0))\n", " print(f\"vc={vc_val:.2f}: {n_t} terminations \"\n", " f\"(mean cycle ~{2000 / n_t:.0f} kyr)\")" ] }, { "cell_type": "code", "execution_count": 7, "id": "cell-12", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(len(vc_values), 1, figsize=(11, 7), sharex=True)\n", "\n", "for ax, (vc_val, out), color in zip(axes, vc_runs, vc_colors):\n", " v_out = out.state_variables['v']\n", " ax.plot(out.time, v_out, color=color, lw=0.9)\n", " # Dashed line shows the vc threshold each run must cross to deglaciate\n", " ax.axhline(vc_val, color=color, ls='--', lw=0.8, alpha=0.6)\n", " ax.set_ylabel('v')\n", " ax.set_title(f'vc = {vc_val}', loc='left')\n", " ax.invert_xaxis()\n", "\n", "axes[-1].set_xlabel('time (kyr)')\n", "fig.suptitle('vc controls dominant periodicity — same forcing, same initial condition')\n", "plt.tight_layout(); plt.show()" ] }, { "cell_type": "markdown", "id": "g24-vc-cap", "metadata": {}, "source": [ "**Figure.** Ice volume $v(t)$ for three values of $v_c$. Low $v_c=0.65$: terminations trigger readily — short, ~40 kyr obliquity-paced cycles. Middle $v_c=1.0$: some precession cycles are 'skipped', yielding irregular 80–100 kyr cycles. High $v_c=1.4$ (default): only the largest insolation maxima can drive a termination, producing canonical 100 kyr glacial cycles with saw-tooth asymmetry." ] }, { "cell_type": "markdown", "id": "cell-13", "metadata": {}, "source": [ "## Mid-Pleistocene Transition\n", "\n", "The Mid-Pleistocene Transition (MPT, ~1.2–0.8 Ma) saw glacial cycles lengthen from ~40 kyr to ~100 kyr with no corresponding change in orbital forcing. In this model the MPT is reproduced by a gradual increase in `vc`, captured by `vc_func` — a sigmoid ramp between a pre-MPT and post-MPT value:\n", "\n", "$$v_c(t) = \\frac{v_{c1} + v_{c2}}{2} + \\frac{v_{c2} - v_{c1}}{2}\\,\\tanh\\!\\left(\\frac{t - t_{\\mathrm{MPT}}}{\\tau_1}\\right)$$\n", "\n", "Default: `vc1=0.65` (pre-MPT), `vc2=1.38` (post-MPT), `t_MPT=−1050 kyr`, `τ₁=250 kyr`.\n", "\n", "`vc_func` has keyword arguments beyond `t`, so it must be wrapped in a lambda before passing as a parameter callable — the dispatcher only accepts signatures `(t)`, `(t, state)`, or `(t, state, model)`:\n", "\n", "```python\n", "Model3(vc=lambda t: vc_func(t))\n", "```\n" ] }, { "cell_type": "code", "execution_count": 8, "id": "cell-14", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot vc_func over the full integration span\n", "t_long = np.linspace(-2500, 0, 5000)\n", "vc_vals = vc_func(t_long)\n", "\n", "fig, ax = plt.subplots(figsize=(11, 2.5))\n", "ax.plot(t_long, vc_vals, color='darkslateblue', lw=1.5)\n", "ax.axvline(-1050, color='gray', ls='--', lw=0.8, label='t_MPT = \\u22121050 kyr')\n", "ax.set_xlabel('time (kyr)'); ax.set_ylabel('vc')\n", "ax.set_title('vc_func — sigmoid ramp through the Mid-Pleistocene Transition')\n", "ax.invert_xaxis(); ax.legend()\n", "plt.tight_layout(); plt.show()" ] }, { "cell_type": "markdown", "id": "g24-mpt-vc-cap", "metadata": {}, "source": [ "**Figure.** The sigmoid $v_c(t)$ ramp used to model the MPT. Before ~1.2 Ma $v_c$ is low (obliquity world), after ~0.8 Ma it is high (eccentricity world); the transition is smoothed over ~400 kyr." ] }, { "cell_type": "code", "execution_count": 9, "id": "cell-15", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Pre-MPT terminations: 23 (~63 kyr mean cycle)\n", "Post-MPT terminations: 8 (~131 kyr mean cycle)\n" ] } ], "source": [ "# vc_func has keyword args (vc1, vc2, ...) beyond t, so wrap it in a lambda.\n", "# The parameter dispatcher only accepts (t), (t, state), or (t, state, model).\n", "model_mpt = Model3(vc=lambda t: vc_func(t))\n", "model_mpt.register_forcing('insolation', cc.Forcing(calc_f))\n", "out_mpt = model_mpt.integrate(t_span=(-2500, 0), y0=[0.0, 1], method='RK45',\n", " kwargs={'max_step': 0.5})\n", "\n", "v_mpt = out_mpt.state_variables['v']\n", "k_mpt = out_mpt.state_variables['k']\n", "time_mpt = out_mpt.time\n", "\n", "# Count terminations before and after the MPT centre\n", "pre = time_mpt < -1050\n", "post = time_mpt > -1050\n", "n_pre = int(np.sum(np.diff(k_mpt[pre]) > 0))\n", "n_post = int(np.sum(np.diff(k_mpt[post]) > 0))\n", "print(f\"Pre-MPT terminations: {n_pre} (~{1450 / max(n_pre, 1):.0f} kyr mean cycle)\")\n", "print(f\"Post-MPT terminations: {n_post} (~{1050 / max(n_post, 1):.0f} kyr mean cycle)\")" ] }, { "cell_type": "code", "execution_count": 10, "id": "cell-16", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(2, 1, figsize=(11, 6), sharex=True)\n", "\n", "# vc(t) on top — the evolving threshold\n", "axes[0].plot(t_long, vc_vals, color='darkslateblue', lw=1.2)\n", "axes[0].axvline(-1050, color='gray', ls='--', lw=0.8)\n", "axes[0].set_ylabel('vc')\n", "axes[0].set_title('Critical ice volume vc(t)')\n", "\n", "# Ice volume — shorter cycles before MPT, longer after\n", "axes[1].plot(time_mpt, v_mpt, color='steelblue', lw=0.9)\n", "axes[1].axvline(-1050, color='gray', ls='--', lw=0.8, label='t_MPT = \\u22121050 kyr')\n", "axes[1].set_ylabel('v (normalised)'); axes[1].set_xlabel('time (kyr)')\n", "axes[1].set_title('Ice volume — shorter cycles \\u2192 longer cycles after MPT')\n", "axes[1].legend()\n", "\n", "for ax in axes:\n", " ax.invert_xaxis()\n", "fig.suptitle('Mid-Pleistocene Transition with vc_func')\n", "plt.tight_layout(); plt.show()" ] }, { "cell_type": "markdown", "id": "g24-mpt-cap", "metadata": {}, "source": [ "**Figure.** Top: the evolving $v_c$ threshold. Bottom: simulated ice volume over 2500 kyr. Before ~1 Ma the model produces rapid ~40 kyr cycles (low threshold, obliquity-forced). After the MPT, $v_c$ rises and the system skips forcing beats, locking into the longer ~100 kyr rhythm seen in the Pleistocene record." ] }, { "cell_type": "markdown", "id": "cell-17", "metadata": {}, "source": [ "## Glaciation and deglaciation thresholds: f1 and f2\n", "\n", "**`f1`** controls when deglaciation ends and glaciation resumes: k=2 → k=1 when f < f1. More negative `f1` means insolation must drop further before glaciation can restart, extending the deglaciation phase and altering cycle asymmetry.\n", "\n", "**`f2`** defines the upper end of the bi-stable regime. For f1 < f < f2 the equilibrium ice volume `ve` depends on whether the current `v` is above or below the unstable equilibrium `vu` — both the interglacial (`ve = 0`) and glacial (`ve = vg`) attractors exist simultaneously in this window.\n" ] }, { "cell_type": "code", "execution_count": 11, "id": "cell-18", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "f1= -10: 10 terminations in 1000 kyr (mean cycle ~100 kyr)\n", "f1= -16: 7 terminations in 1000 kyr (mean cycle ~143 kyr)\n", "f1= -25: 5 terminations in 1000 kyr (mean cycle ~200 kyr)\n" ] } ], "source": [ "# Compare three f1 values — all else default (vc=1.4)\n", "f1_values = [-10, -16, -25]\n", "f1_colors = ['steelblue', 'seagreen', 'firebrick']\n", "f1_runs = []\n", "\n", "for f1_val in f1_values:\n", " m = Model3(f1=f1_val)\n", " m.register_forcing('insolation', cc.Forcing(calc_f))\n", " out = m.integrate(t_span=(-1000, 0), y0=[0.0, 1], method='RK45',\n", " kwargs={'max_step': 0.5})\n", " f1_runs.append((f1_val, out))\n", " k_out = out.state_variables['k']\n", " n_t = int(np.sum(np.diff(k_out) > 0))\n", " print(f\"f1={f1_val:>4}: {n_t} terminations in 1000 kyr \"\n", " f\"(mean cycle ~{1000 / max(n_t, 1):.0f} kyr)\")" ] }, { "cell_type": "code", "execution_count": 12, "id": "cell-19", "metadata": {}, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAABEEAAAKzCAYAAADx6xP8AAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjgsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvwVt1zgAAAAlwSFlzAAAPYQAAD2EBqD+naQABAABJREFUeJzs3Xd8G/X9P/DXSbIkL8m2vPd2HM/E2XsP9gijfCGE3VL2aumPQmkLlE3LHoXQQAshQNhk770cJ7ET2/GK95JsS7I17/eHLMVDW7Itye/n4+EHQTqf707S6e79eX/eb4ZlWRaEEEIIIYQQQgghPo4z1htACCGEEEIIIYQQMhooCEIIIYQQQgghhJBxgYIghBBCCCGEEEIIGRcoCEIIIYQQQgghhJBxgYIghBBCCCGEEEIIGRcoCEIIIYQQQgghhJBxgYIghBBCCCGEEEIIGRcoCEIIIYQQQgghhJBxgYIghBBCCCGEEEIIGRcoCEIIIT5CLpfjzjvvRHR0NBiGwUMPPQQAaGlpwapVqyCRSMAwDN54440x3U5HWNonc7RaLZ544gkkJCSAw+HgqquuGtFtW7BgAXJzc0f0bzhiJLaHYRj85S9/sbncX/7yFzAMY/d6L7nkEtx1112m/9+5cycYhsHOnTud2EoykKe9L8cTjUaDhIQEvPPOO2O9KYQQQqygIAghhHiwtWvXgmEYiz8HDx40Lfv8889j7dq1+N3vfod169bhlltuAQA8/PDD2LRpE5588kmsW7cOK1ascPt2Pv/889i4ceOIrNfcPpnz8ccf4+WXX8aqVavw6aef4uGHHwYAfPnll7j55puRkZEBhmGwYMECu/9+Y2Mj/vKXv6C4uNjFPSFG+/btw+bNm/GHP/xh1P7mO++8g7Vr19q9vCPvGZVKhT/84Q+IjY2Fv78/pk+fji1btphddv/+/ZgzZw4CAgIQHR2NBx54AHK53KV1Evs899xzuOKKKxAVFWV3cM/auhiGGRZs8vPzwyOPPILnnnsOfX19Lm4xIYSQkcIb6w0ghBBi21//+lekpKQMezw9Pd307+3bt2PGjBl45plnBi2zfft2XHnllXjsscdGbPuef/55rFq1yu3ZF5b2ydKycXFxeP311wc9/u677+LYsWOYOnUqOjo6HPr7jY2NePbZZ5GcnIzCwkKHfpeY9/LLL2Px4sWD3rsj7Z133kF4eDjWrFlj1/KOvGfWrFmDDRs24KGHHkJGRgbWrl2LSy65BDt27MCcOXNMyxUXF2Px4sXIzs7Ga6+9hvr6erzyyiuoqKjAL7/84tQ6if2eeuopREdHY9KkSdi0aZPT66mvr8fzzz+PwMBAs8/fdttt+OMf/4j//ve/uP32253+O4QQQkYOBUEIIcQLrFy5ElOmTLG6TGtrKyZOnGj28ZCQkBHaspFlaZ8sLWtuP9etW4e4uDhwOByPmSbQ19cHPp8PDmd8JWS2trbip59+wnvvvTfWm2KVve+Zw4cP44svvsDLL79sCjKuXr0aubm5eOKJJ7B//37Tsn/6058QGhqKnTt3QiQSAQCSk5Nx1113YfPmzVi2bJnD6xwLSqUSAQEBY7oNzqiurkZycjLa29sRERHh9Hoee+wxzJgxAzqdDu3t7cOeDwkJwbJly7B27VoKghBCiIcaX1dfhBDig4z1FKqrq/HTTz+ZpsoYp9KwLIu3337b9LiRTCbDQw89hISEBAgEAqSnp+PFF1+EXq8ftH69Xo9//vOfyMvLg1AoREREBFasWIGjR48CMNSNUCgU+PTTT01/w9aIe2trK+644w5ERUVBKBSioKAAn376qc19qqmpGbaumpoaMAyDHTt24MyZM6ZljfUljDVCnDmuU6dOBWAY3R14XAcqLS3FwoULERAQgLi4OLz00kvD1sMwDL744gs89dRTiIuLQ0BAALq7uwEAhw4dwooVKyAWixEQEID58+dj3759g9bR09ODhx56CMnJyRAIBIiMjMTSpUtx/PjxYdtta3sA28ffmr1792Lq1KkQCoVIS0vD+++/b9fvAcBPP/0ErVaLJUuW2Fx2z549uO6665CYmAiBQICEhAQ8/PDD6O3tHbRcc3MzbrvtNsTHx0MgECAmJgZXXnml6b2SnJyMM2fOYNeuXabX0NaUKHvfMxs2bACXy8Xdd99tekwoFOKOO+7AgQMHcOHCBQBAd3c3tmzZgptvvtkUAAEMwY2goCCsX7/e4XU6YvPmzQgICMBvfvMbfPjhh2AYBidOnBi23PPPPw8ul4uGhgYAF+uLHDt2DPPmzUNAQAD+9Kc/2f13W1pawOPx8Oyzzw577ty5c2AYBm+99ZbpMZlMhocfftj0Po+Pj8fq1avNBhsclZyc7PI6du/ejQ0bNtisq7R06VLs3bsXnZ2dLv9NQggh7keZIIQQ4gW6urqG3QgwDAOJRILs7GysW7cODz/8MOLj4/Hoo48CACZNmmSqo7F06VKsXr3a9LtKpRLz589HQ0MD7rnnHiQmJmL//v148skn0dTUNOgi/4477sDatWuxcuVK3HnnndBqtdizZw8OHjyIKVOmYN26dbjzzjsxbdo0041bWlqaxX3p7e3FggULUFlZifvuuw8pKSn46quvsGbNGshkMjz44IMW98ncCG5ERATWrVuH5557DnK5HC+88AIAIDs727mD3S87Oxt//etf8fTTT+Puu+/G3LlzAQCzZs0yLSOVSrFixQpcc801uP7667Fhwwb84Q9/QF5eHlauXDlofX/729/A5/Px2GOPQaVSgc/nY/v27Vi5ciWKiorwzDPPgMPh4JNPPsGiRYuwZ88eTJs2DQDw29/+Fhs2bMB9992HiRMnoqOjA3v37kVZWRkmT57s0PbYc/wtOXXqFJYtW4aIiAj85S9/gVarxTPPPIOoqCi7jun+/fshkUiQlJRkc9mvvvoKSqUSv/vd7yCRSHD48GG8+eabqK+vx1dffWVa7tprr8WZM2dw//33Izk5Ga2trdiyZQvq6uqQnJyMN954A/fffz+CgoLw//7f/wMAu7fXlhMnTiAzM3NQYAOA6XUrLi5GQkICTp06Ba1WOyybi8/no7CwcFBAwt512uvHH3/EqlWrcMMNN+Djjz+GUqnEgw8+iM8//xyTJk0atOznn3+OBQsWIC4uzvRYR0cHVq5ciRtvvBE333yzQ8cuKioK8+fPx/r164dNafvyyy/B5XJx3XXXATAUQZ47dy7Kyspw++23Y/LkyWhvb8f333+P+vp6hIeHA4DdAZHg4GAIBAK7t9UWnU6H+++/H3feeSfy8vKsLltUVASWZbF//35cdtllbtsGQgghbsISQgjxWJ988gkLwOyPQCAYtGxSUhJ76aWXDlsHAPb3v//9oMf+9re/sYGBgWx5efmgx//4xz+yXC6XraurY1mWZbdv384CYB944IFh69Xr9aZ/BwYGsrfeeqtd+/TGG2+wANjPPvvM9JharWZnzpzJBgUFsd3d3Tb3yZz58+ezOTk5VpfJyclh58+fb9f6WJZljxw5wgJgP/nkE7N/DwD7n//8x/SYSqVio6Oj2Wuvvdb02I4dO1gAbGpqKqtUKk2P6/V6NiMjg12+fPmgY6lUKtmUlBR26dKlpsfEYvGw19DZ7XHk+ANgn3nmGdP/X3XVVaxQKGRra2tNj5WWlrJcLpe155Jizpw5bFFR0bDHjcdox44dpscGHiujF154gWUYxvT3pVIpC4B9+eWXrf5dR193e383JyeHXbRo0bDHz5w5wwJg33vvPZZlWfarr75iAbC7d+8etux1113HRkdHO7xOSwZ+Dr7++mvWz8+Pveuuu1idTmda5je/+Q0bGxs76LHjx48Pe68b31O2/qY177//PguAPXXq1KDHJ06cOGg/n376aRYA+8033wxbx8DPh6Xz4dAfc59ZlmXZtra2Ye9re7z11lusWCxmW1tbWZa1fr5pbGxkAbAvvviiQ3+DEELI6KDpMIQQ4gXefvttbNmyZdDP0GKKjvjqq68wd+5chIaGor293fSzZMkS6HQ67N69GwDw9ddfg2EYs4VJHWmJOtDPP/+M6Oho/OY3vzE95ufnZ+qUsWvXLud2agwEBQXh5ptvNv0/n8/HtGnTUFVVNWzZW2+9Ff7+/qb/Ly4uRkVFBW666SZ0dHSYXgOFQoHFixdj9+7dpqlJISEhOHToEBobG13eHmePv06nw6ZNm3DVVVchMTHR9Hh2djaWL19udbuMOjo6EBoaateyA4+VQqFAe3s7Zs2aBZZlTZkT/v7+4PP52LlzJ6RSqV3rdafe3l6z2QZCodD0/MD/Wlp24BQfe9dpy//+9z/ccMMNuOeee/D+++8Pmt6zevVqNDY2YseOHabHPv/8c/j7++Paa68dtB6BQIDbbrvNrr9pzjXXXAMej4cvv/zS9Njp06dRWlqKG264wfTY119/jYKCAlx99dXD1jHwXDP0PGjpx973pD06Ojrw9NNP489//rNd9USM73F3TOMhhBDifjQdhhBCvMC0adNsFkZ1REVFBUpKSixe0Le2tgIAzp8/j9jYWISFhbntb9fW1iIjI2NYzQXj9JXa2lq3/a2RFh8fPywYFBoaipKSkmHLDu3uU1FRAcAQHLGkq6sLoaGheOmll3DrrbciISEBRUVFuOSSS7B69WqkpqY6vD3OHv+2tjb09vYiIyNj2HNZWVn4+eefLe7HQCzL2rVcXV0dnn76aXz//ffDAhxdXV0ADDfoL774Ih599FFERUVhxowZuOyyy7B69WpER0fb9Xdc4e/vD5VKNexxY3tUYyDH+F9Lyw4M+Ni7Tmuqq6tx880347rrrsObb7457PmlS5ciJiYGn3/+ORYvXgy9Xo///e9/uPLKKxEcHDxo2bi4OPD5fJt/05Lw8HAsXrwY69evx9/+9jcAhqkwPB4P11xzjWm58+fPDwvAmGNPPRl3e+qppxAWFob777/fruWN73FnA8WEEEJGFgVBCCFkHNLr9Vi6dCmeeOIJs89nZmaO8hZ5Jy6Xa/Zxczf6Q29ejVkeL7/8ssX2u0FBQQCA66+/HnPnzsW3336LzZs34+WXX8aLL76Ib775ZlDtEUe2ZyxIJBK7MjZ0Oh2WLl2Kzs5O/OEPf8CECRMQGBiIhoYGrFmzZlDx3oceegiXX345Nm7ciE2bNuHPf/4zXnjhBWzfvn1YzQt3i4mJMRURHaipqQkAEBsba1pu4ONDlzUu58g6bW1XTEwMfv75Zxw9enRYAJXL5eKmm27Chx9+iHfeeQf79u1DY2PjoCwiI3uCLrbceOONuO2221BcXIzCwkKsX78eixcvNtX5cERzc7Ndy4nFYrdse0VFBT744AO88cYbgzKx+vr6oNFoUFNTA5FINChQbHyPO7N/hBBCRh4FQQghZBxKS0uDXC63OaqalpaGTZs2obOz02o2iCMjnklJSSgpKYFerx+UjXD27FnT855iJEdyjcVjRSKRXaPbMTExuPfee3HvvfeitbUVkydPxnPPPTesAKstzh7/iIgI+Pv7mzJYBjp37pxdf3vChAn4+uuvbS536tQplJeX49NPPx1U0HfLli1ml09LS8Ojjz6KRx99FBUVFSgsLMSrr76Kzz77DMDIvY6FhYXYsWMHuru7BxUyPXTokOl5AMjNzQWPx8PRo0dx/fXXm5ZTq9UoLi4e9Ji967RGKBTixx9/xKJFi7BixQrs2rULOTk5g5ZZvXo1Xn31Vfzwww/45ZdfEBER4dYpJANdddVVuOeee0xTYsrLy/Hkk08OWiYtLQ2nT5+2uS5jQMmWTz75xGaXKns0NDRAr9fjgQcewAMPPDDs+ZSUFDz44IODiklXV1cDcL04MyGEkJFBNUEIIWQcuv7663HgwAFs2rRp2HMymQxarRaAofMGy7JmW1wOzC4IDAyETCaz629fcsklaG5uHlQjQKvV4s0330RQUBDmz5/v4N6MnMDAQACwe98cUVRUhLS0NLzyyiuQy+XDnm9rawNgyIowTv8wioyMRGxsrNlpE7Y4e/y5XC6WL1+OjRs3oq6uzvR4WVmZ2feROTNnzoRUKjVbM2Xo3wIGv8dYlsU///nPQcsplUrTNBGjtLQ0BAcHDzo2jrw/HbFq1SrodDp88MEHpsdUKhU++eQTTJ8+3dTFRSwWY8mSJfjss8/Q09NjWnbdunWQy+WmDimOrNMWsViMTZs2mdopnz9/ftDz+fn5yM/Px0cffYSvv/4aN954I3i8kRkbCwkJwfLly7F+/Xp88cUX4PP5uOqqqwYtc+211+LkyZP49ttvh/3+wPfBSNcEaW9vx9mzZ6FUKgEYAljffvvtsJ+cnBwkJibi22+/xR133DFoHceOHQPDMJg5c6ZT20AIIWRkUSYIIYR4gV9++cU0Uj/QrFmzhtWFsMfjjz+O77//HpdddhnWrFmDoqIiKBQKnDp1Chs2bEBNTQ3Cw8OxcOFC3HLLLfjXv/6FiooKrFixAnq9Hnv27MHChQtx3333ATDc0G/duhWvvfYaYmNjkZKSgunTp5v923fffTfef/99rFmzBseOHUNycjI2bNiAffv24Y033hhWk8BVu3fvNhV6bWtrg0KhwN///ncAwLx58zBv3jyLv5uWloaQkBC89957CA4ORmBgIKZPnz6svoczOBwOPvroI6xcuRI5OTm47bbbEBcXh4aGBuzYsQMikQg//PADenp6EB8fj1WrVqGgoABBQUHYunUrjhw5gldffdXhv+vK8X/22Wfx66+/Yu7cubj33ntNwZOcnByzdVCGuvTSS8Hj8bB161ZTO2VzJkyYgLS0NDz22GNoaGiASCTC119/PWwqTXl5ORYvXozrr78eEydOBI/Hw7fffouWlhbceOONpuWKiorw7rvv4u9//zvS09MRGRmJRYsWWfz79r5npk+fjuuuuw5PPvkkWltbkZ6ejk8//RQ1NTX497//PWidzz33HGbNmoX58+fj7rvvRn19PV599VUsW7YMK1asMC3nyDptCQ8Px5YtWzBnzhwsWbIEe/fuHdT+dvXq1XjssccAwOxUGGvWrl2L2267ze6MixtuuAE333wz3nnnHSxfvhwhISGDnn/88cexYcMGXHfddbj99ttRVFSEzs5OfP/993jvvfdQUFAAwPmaIOvWrUNtba0puLF7927Ta3rLLbeYMqDeeustPPvss9ixYwcWLFiA8PDwYQEbAKbMD3PPbdmyBbNnz4ZEInFqWwkhhIywsWpLQwghxDZrLXIxpA2kIy1yWZZle3p62CeffJJNT09n+Xw+Gx4ezs6aNYt95ZVXWLVabVpOq9WyL7/8MjthwgSWz+ezERER7MqVK9ljx46Zljl79iw7b9481t/fnwVgs11uS0sLe9ttt7Hh4eEsn89n8/LyzLa0dEeL3Geeecbi8bOnTeZ3333HTpw4keXxeIOOuaW/d+utt7JJSUmm/ze2f/3qq6/Mrv/EiRPsNddcw0okElYgELBJSUns9ddfz27bto1lWUOb28cff5wtKChgg4OD2cDAQLagoIB955137Nr/odvDsvYff3PHaNeuXWxRURHL5/PZ1NRU9r333jMdY3tcccUV7OLFiwc9Zq5FbmlpKbtkyRI2KCiIDQ8PZ++66y725MmTg16D9vZ29ve//z07YcIENjAwkBWLxez06dPZ9evXD1p/c3Mze+mll7LBwcEsAJvtch15z/T29rKPPfYYGx0dzQoEAnbq1Knsr7/+ana9e/bsYWfNmsUKhUI2IiKC/f3vfz+oJbEz6xzK3PugsrKSjYmJYbOzs9m2tjbT401NTSyXy2UzMzPtXpfRm2++yQKwe7u6u7tN54eB7ZkH6ujoYO+77z42Li6O5fP5bHx8PHvrrbey7e3tdv0Na4ztfs39DHzfGV/7gY9ZWp+5YyOTyVg+n89+9NFHLm8zIYSQkcGwrIdUSyOEEEKIz9uzZw8WLFiAs2fPmu00Q0ZPe3s7YmJiTO1fHXH99dejpqYGhw8fHqGt805vvPEGXnrpJZw/f94thVkJIYS4H9UEIYQQQsiomTt3LpYtW4aXXnpprDdl3Fu7di10Oh1uueUWh36PZVns3LnTNJ2EGGg0Grz22mt46qmnKABCCCEejDJBCCGEEELGke3bt6O0tBR//vOfsXDhQnzzzTdjvUmEEELIqKEgCCGEEELIOLJgwQLs378fs2fPxmeffTaoWCohhBDi6ygIQgghhBBCCCGEkHGBaoIQQgghhBBCCCFkXKAgCCGEEEIIIYQQQsYFCoIQQgghhBBCCCFkXKAgCCGEEEIIIYQQQsYFCoIQQgghhBBCCCFkXKAgCCGEEEIIIYQQQsYFCoIQQgghhBBCCCFkXKAgCCGEEEIIIYQQQsYFCoIQQgghhBBCCCFkXKAgCCGEEEIIIYQQQsYFCoIQQgghhBBCCCFkXKAgCCGEEEIIIYQQQsYFCoIQQgghhBBCCCFkXKAgCCGEEEIIIYQQQsYFCoIQQgghhBBCCCFkXBjXQZAjR45g1qxZCAwMBMMwKC4uHutNIoQQQgghhBBCyAgZt0EQjUaD6667Dp2dnXj99dexbt06JCUloampCX/84x+xcOFCBAcHg2EY7Ny5c6w3d5Bz587h4YcfxqxZsyAUCsEwDGpqaiwu//3332Py5MkQCoVITEzEM888A61WO3obTAghhBBCCCGEeIBxGwQ5f/48amtr8dhjj+Huu+/GzTffjNDQUJw7dw4vvvgiGhoakJeXN9abadaBAwfwr3/9Cz09PcjOzra67C+//IKrrroKISEhePPNN3HVVVfh73//O+6///5R2lpCCCGEEEIIIcQz8MZ6A8ZKa2srACAkJGTQ40VFRejo6EBYWBg2bNiA6667bgy2zrorrrgCMpkMwcHBeOWVV6xO43nssceQn5+PzZs3g8czvNwikQjPP/88HnzwQUyYMGGUtpoQQgghhBBCCBlb4zITZM2aNZg/fz4A4LrrrgPDMFiwYAEAIDg4GGFhYWO4dbaFhYUhODjY5nKlpaUoLS3F3XffbQqAAMC9994LlmWxYcOGkdxMQgghhBBCCCHEo4zLTJB77rkHcXFxeP755/HAAw9g6tSpiIqKcsu6lUollEqlzeW4XC5CQ0Pd8jctOXHiBABgypQpgx6PjY1FfHy86XlCCCGEEEIIIWQ8GJdBkJkzZ0KlUuH555/H3LlzsWrVKret+6WXXsKzzz5rc7mkpCSrxUzdoampCQAQExMz7LmYmBg0NjaO6N8nhBBCCCGEEEI8ybgMgoyk1atXY86cOTaX8/f3H/Ft6e3tBQAIBIJhzwmFQnR3d4/4NhBCCCGEEEIIIZ6CgiBulpqaitTUVJfX09vbi66urkGPRUdHO7QOY6BFpVINe66vr29UAjGEEEIIIYQQQoinoCCIm8nlcsjlcpvLcblcREREWHz+yy+/xG233TboMZZlHdoW4zSYpqYmJCQkDHquqakJ06ZNc2h9hBBCCCGEEEKIN6MgiJu98sorbqkJsnz5cmzZssWlbSksLAQAHD16dFDAo7GxEfX19bj77rtdWj8hhBBCCCGEEOJNKAjiZu6qCRITE2O2oKkjcnJyMGHCBHzwwQe45557wOVyAQDvvvsuGIZxa0FYQgghhBBCCCHE01EQxIy///3vAIAzZ84AANatW4e9e/cCAJ566imrv+uumiDWdHV14c033wQA7Nu3DwDw1ltvISQkBCEhIbjvvvtMy7788su44oorsGzZMtx44404ffo03nrrLdx5553Izs4e0e0khBBCCCGEEEI8CcM6WmjCR+zcuRMLFy7EV199NSwjgmEYi7/nCYerpqYGKSkpZp8zN81m48aNePbZZ1FWVoaIiAisWbMGTz/9NPz8/EZhawkhhBBCCCGEEM8wboMghBBCCCGEEEIIGV84Y70BhBBCCCGEEEIIIaOBgiCEEEIIIYQQQggZFygIQgghhBBCCCGEkHGBgiCEEEIIIYQQQggZFygIQgghhBBCCCGEkHGBgiCEEEIIIYQQQggZF3hjvQGjTa/Xo7GxEcHBwWAYZqw3hxBCCCGEEEIIIS5iWRY9PT2IjY0Fh2M532PcBUEaGxuRkJAw1ptBCCGEEEIIIYQQN7tw4QLi4+MtPj/ugiDBwcEADAdGJBKN8dYQQgghhBBCCCHEVd3d3UhISDDd81sy7oIgxikwIpGIgiCEEEIIIYQQQogPsVX2ggqjEkIIIYQQQgghZFygIAghhBBCCCGEEELGBQqCEEIIIYQQQgghZFygIAghhBBCCCGEEELGhXFXGJUQQgghhBBCiHeqbOrCh1vLcK5RhgiRP1ZOSsDlU5Phx6XxfWIfeqcQQgghhBBCCPF4ij4NHl93EJ1yFW6am4GMGDE+3FqGP6w7iC6leqw3j3gJCoIQQgghhBBCCPF4LV29UKq0eOiyPFw/Kw1PXFWIV26difoOBZ7672EoVdqx3kTiBSgIQgghhBACQKdn8d3hatz7wR6semUzfv/hHmw4UAW1VjfWm0YIIQSGTBAAEAfwTY/lJITh+Zumob5Tgee+Pg49y47V5hEvMaZBkN27d+Pyyy9HbGwsGIbBxo0brS6/c+dOMAwz7Ke5uXl0NpgQ4lH6NDrsP9eM7w5X41BFC92oEEKcptbq8PQXR/De5lLESQJxzfQUxIUF4uPtZ/G7D/agvkM+1ptICCHjnrzPkOkRJPQb9Hh6jBhPrZqMY+fb8NX+qrHYNOJFxrQwqkKhQEFBAW6//XZcc801dv/euXPnIBKJTP8fGRk5EptHCPFgxdXtePn7k2jv7oMflwONTo+wIAHuXZGDudkxY715hBAv89OxOhRXt+O5m6Zjcmq46fG6th789atjePDj/Xjh/6YhMzZk7DaSkBHWLFMiJIAPIZ96JxDPJO/PBAkQDH+PFqVG4PrZaVi74xzyksIwMT50tDePeIkxzQRZuXIl/v73v+Pqq6926PciIyMRHR1t+uFwaFYPIeNJn1qLp784gkiRPz783Xz88OQKvH/PPGTHheDvG47jo61lYCkVkhDigNbuXkSHBgwKgABAYkQw3rh9NhIkgXjqf0fQ0KEYoy0kZOTd+uYOPPW/I2O9GYRYpFBpIOBxwOdxzT6/en4msmLFePX7k5QhTCzyyuhBYWEhYmJisHTpUuzbt2+sN4cQMsp61TqotHpcPysNieFBYBgGyZHB+PN1Rbh7aTa+OlCFT7afG+vNJIR4EUWfZlh6tVGQ0A9/vXEqRP5+ePrLI+hVU+E94rtO1XWO9SYQYpG8T4tAC+dqAOBxOXjosnw0SZVYT9NiiAVeFQSJiYnBe++9h6+//hpff/01EhISsGDBAhw/ftzi76hUKnR3dw/6IYR4N2PBq6FJYAzD4NoZqbhnaTa+3H8em4ovjMHWEUK8ka0La1EAH89cPwXt3X14+9czo7hlhBBCjBQqywFro+TIYFw3MxVf7K2kek7ELK8KgmRlZeGee+5BUVERZs2ahY8//hizZs3C66+/bvF3XnjhBYjFYtNPQkLCKG4xIWQk6PT9QRCGMfv8NTNSsWJSAt765TSqWyjwSQixTdGnQZCZOeYDJYQH4b6Vudhysh7bTzWM0pYRQrxdY6cCRypbUddON+Su6lHaDoIAwE1zMxAuEuJfP5+mKdJkGK8Kgpgzbdo0VFZWWnz+ySefRFdXl+nnwgUaGSbE213MBDEfBAGAe5fnIC4sEH//+jhUGpoTSgixTt6nQZC/7QvrpQXxWJATi3c3nUGXUj0KW0YI8VbdvWo8u/4obnt7J5763xHc9e4uPPDvfaho6hrrTfNaUoUKoYF8m8sJ/Li4f2UuTtZ0YGsJBa3JYF4fBCkuLkZMjOVOEAKBACKRaNAPIcS76fszQbgWMkEAw5ffn66ZhGapEhsO0JxQQoh1CpUWQQLbQRAA+N3yidCzwAdbSl3+uyqNDntKm/DtoWqca5S5vD5CnGXMsiTu85+d5The1Y7HryzAp/cvxF+unwKtTo9H1u7HgXMtY715XkmmUEEcKLBr2aK0CCzMjcUHW0opaE0GGdP+V3K5fFAWR3V1NYqLixEWFobExEQ8+eSTaGhowH/+8x8AwBtvvIGUlBTk5OSgr68PH330EbZv347NmzeP1S4QQsaAMavRWiYIYOjqcPX0FHy5rxJL8uMQFRIwCltHyOhQa3WoaOpCW3cfuBwGGTFiRNN73GnyPo3VmiADhQQKcPfSbLz2QwkW58UP6yhjr055Hx7/9CDqOxWmVt8Lc2PxyOX5FjsfEDJStDr9WG+Cz2nr6kVBsgRL8uMBANEhAShKC8eL3xbjr18dw7M3TMG0jMgx3krvIlOoEWpnEAQA7lk6EXdW7sSHW8vw2BUFI7hlxJuMaRDk6NGjWLhwoen/H3nkEQDArbfeirVr16KpqQl1dXWm59VqNR599FE0NDQgICAA+fn52Lp166B1EOKJdp5uxK/FF9DW3QuwQGq0CMsK4jElLQKMlWwGYp6uPwpiz7G7aW4Gtp1qwIdby/DUqqKR3jRCRoVaq8PN/9w+bGRrUko47l0+EYkRwWO0Zd5Jp9dD3qtBsB3TYYyWFcRja0k9/vXzKbx/zzwI/BwPWuw83YhmmRLv3zMPiRFB2FbSgH/9fAo9vRr89cap4NoI9BLiTgODIH/76hgChTwUJEkwJzvGqfc3AeQqLaLE/oMe4/O4+NO1k/HXr47hhW9P4J+3zaJztp1YloVMoUKIHdNhjEKDBLhzSTbe+PEUFuXGOR20Jr5lTKfDLFiwACzLDvtZu3YtAGDt2rXYuXOnafknnngClZWV6O3tRUdHB3bs2EEBEOIVPt9TgY6ePkxLj8TUjEg0dCjw1P+O4Okvj6Kb0vMcpjcVRrW9bICAhzsXT8CesmacqG4f4S0jtkjlKhyrasMvJ+qwtaSeqrY7SaZQo0upxoOX5uGbx5fhy0eW4A9XFaKtuxf3/3sfdpc2jfUmepVupQYs4NDoIsMweOCSPLR39+GLfZZrk1lTXNOB3MQwJEcGg8MwWFoQj7/cMAXHq9rw2a5yp9ZJiLM0A4IgvRodzjd346XvTuLOd3fR96eTLLXe5nIYPHFVAcKDhXj+mxODjj2xTN6nhVbPOnSuBoAVhQnITwrDv34+hT6qE0fgAzVBnKXRaAAAWq0WWq3W9Ji5f6vVauh0OrP/1usNJy2VSmXx38bgztB/A4Ber7f4b7XacHOs0+nM/lur1Q7aD1f2SavVYueZRpTXt0Op0kDRp8GZmlbsKKnHhgNV2HigHGfrO83uh6fukye9TorePsyfGIM7FmXijoUZePuuOXjqmgKcu9CBRz89gHaZ3Ov2aSxfJ51eDy6rA4eBXfu0ICcGOXHBeOfXM1CpNU7vk1qtRm2rDBVNXejtU9Hr5MA+6fR63Pf+Dtz4+lb86bNDePOHYrz83Unc8fZO/Omz/WiWKr1un8bydepW9AIAEkKFEPpxEBIowJysCPzrtpmYkRmFF78+gj2ljV61T2P5OnX29ILD6hAaxHdonxLCg3Dt9CRs2FeJxk6FQ/uk0+txprYN+Ymhg/ajKDUCN81KwRd7K3G+uZtepyH/bpX24PsjNThV24bzTVKcqG7H90eq8OHm0/jnT6fwybZSnKhqAcuyXrNPnvI6aXUsuKwOf7uhCM/fNA2vrZ6GD387D7Gh/nj68wP49USd1+3TWL9O8j4N/PmM2f3gc4BHL89FbZscX+w+5zX7NJavU6vU0PFP7M9zaJ/0ej1+v2wC2rv7sG5HmUftky++TmO9T/YYt0GQLVu2AAC2bduGbdu2AQB++eUX7N27FwCwceNGHDlyBACwfv16nDx5EgCwbt06nD17FgDw0UcfoarKUHDx7bffRkODofLwa6+9hvZ2Q8T8H//4B3p6eqBWq/GPf/wDarUaPT09+Mc//gEAaG9vx2uvvQYAaGhowNtvvw0AqKqqwkcffQQAOHv2LNatWwcAOHnyJNavXw8AOHLkCDZu3AgA2Lt3L3755Ren92nP4WK88M0J/Pvf/8ZtL36Fa17ejM8//QhvbdyHz3aX4/jmL/HHj7fj4U/2e80+edLrFCk/h0Chn2mfGIaBsv4Mrs/QoqdXg5c/+C927trtVfs0Vq9TV3c37v9gF6azJ6DXauzap+rqaiTKT+JCuxz//WWvU/vUp9bib2/9B397dz3u+2gv/vzah/j6lx30Otm5Ty3tUkQ078aNs9Pw6m/yMNfvDL59YjnunR8HbtUu/P6jvdh1pMSr9mksX6eS4hMAgIM7fh60TzVVlXjiqkJM86vAu9/swrlGmdfs01i+ThXnq5DPliEkQODwPkWq65DObcK7m0sd2qfK5m6k951CNF85bJ/qD32H5BAGH2wpHZHX6X9ffIk+tdbrXqeqqip8/PG/8favZ/DCp7/i3Q/+jT9+dggbftmDyiPbUN4ow5EjR/Dxui/xxLqD2LR1h1fsk6d8nrQ6PYrYk+hTdJn2KUTA4plVhZiiO45//VCMbccrvWqfxvp1UvRpoag7bXGfpBfKcf2sVJzY8yu27TnkFfs0lq/TZx++BQCAWuHwPu3d+hNunpeB/QcP4dP/rveYffLF12ms98ku7DjT1dXFAmDb29tZlmVZjUbDajQalmVZVq1Wm/23SqVitVqt2X/rdDqWZVm2r6/P4r/1ej2r1+uH/ZtlWVan01n8t0qlYlmWZbVardl/azQaVq1Wm/23o/t0uKKJXfbXH9mfj55ntxbXsTtONbCnq1vYLoVhe+QKJXvoXBN717s72Suf/4E9Wtnq8fvkKa+Tsk/Frnj2O3ZTcZ3Zfapu6WaveP4n9qVvj3nNPo3l6ySV97HLnv2BXfnsd2x5g9ShffrnTyXsVf/4mW3p7HZ4n74/Us2u/Ov37M6SC+zpug72yf/sY1f+9Qd2T2kjvU527FNjh5xd+ex37PGqtmH70SHrYR/+ZB97zYu/slWNHV6zT2P5Ou0rbWCX/fVHtqmjy+w+9SiU7H0f7GLXvLWdlXbJvWKfxvJ12lpcx6549ju2V6Vxap92nqpjl/31R3bvmXq79+nLfZXsVc//yKrUGrP7seeM4TU+cq7R7a/Tmn9tYS9//meve510Oh376dbT7LUvb2IrGzrZYxVNbH27nO1TqU37p1Kr2f2l9ezN/9zG/ubVTWxNs9Tj98lTPk91bT3syme/Y0uq24btk7K3l/37V0fZy5/7iS2tbfWafRrL16m3r6//2rrK6j6pNFr2jre2sk98uo/V6/UevU9j/TptL65hl/31R7ZL0efUPml1Ovahf+9hV7+xme3pVXvEPvni6zSW+2S81+/q6mKtYViWHVf9sLq7uyEWi9HV1UXtcgfYfqoBL24sxnd/WA4h33K93D6NDn/76hhO1XXi9TUzkRYtHsWt9E4yhQo3vLYVz1xXhFkTos0us+VkPV75/iT+eHUhFubGjfIWepea1h7c874ha+adu+YiLdr+z3G3Uo3b39mJmZlReNTBCuHPf30crd29eOO22QAMhRRf+KYYRypb8eadc5AYHuTQ+sabyqYu/P6jvXjzjtnIjA0Z9ry8T4OHPt4HHpeDN++cAz/uuE1UtMu2knq89N1JfP/HFRYLFjZ0KHDvh3uwKC8OD16aN8pb6F2+OVSNT3ecw3d/XOHU77Msi//338No6FTgw9/Nt6uzy58+PwQwDJ6/aZrFdd730V4I+Ty8eutMp7bLkuV/+wkA8O0TyxEgGNMa+Q57f3MpjlS24qN7F1hdTipX4fH/HICOZfHP22ZDFGB/IcXxqrqlG7/9YA/+eftsTIgLGfa8SqPDgx/vAwA6T9uhW6nGda9uwZ9XTcac7Biryx6qaMHTXxzFszdMwYzMqFHaQu/z/ZEafLClDD88ucLpxgLNMiXu/WAPJqdG4P9dO4kaFPgYe+/16exFAABdSjUEPI7VAAgACP24+PN1RUiQBOJvG45TcSE7KPoM89OstV5cWhCPudkxeG9zKXp6NaO1aV5JplSZ/u1o5wRRAB+3LsjC5pP1ONsgtfv3WJbF6QudyE0IG/C3OXj0inyEi4R448cSjLN4ssMUKuufgyChH568ZhLq2uX4Yq9zRSbHE4VKCx6HAZ9n+Ws8ThKI2xdl4ZfjdShvlI3exnkhmdyxbgNDMQyD3y3PQXt3H9bvr7K5fJ9Gh5LaTkyx0qWAYRj837wMnK7rxLkRev2ufmkTdp5uHJF1jxSFyr5WxqFBAvztN9Og6NPitR/oHG0PbX/RcT+u+e9WgR8Xj19ZgLp2Of67p2I0N80rdfcaahsE+9s+t0xLj8SklHB8uLWMWhVbIVOoIQ7kuxS4iA4JwMOX5WNPWRP+u4euN8YrCoIQAIZsBbGdlZaFflw8ec0kdPT04dOd50Z4y7yfQmUIagTaGG377bKJUGv0dExtkCkudtNxpnvkJZMTkRYlwtu/noHeykXxP386ZRotbZb1oqNHhdzEsEHL+PN5uHdFDs5ckGJPWbPjGzOOKPpsfw7SosW4YXYa/re3Eg0ditHaNK8k7zPcCNq6ELxsShKSI4Px1i9n6CbQCplShRAHuw0MlRAehGtnpOLLfZU2ux6V1HRAo9NjSnqk1eWmZ0QhKsQf3x2ucWnbhvLnczE5NRwLcmLx0nfFKKntcOv6R5K8T2tXEAQAYkID8MAluThQ3kLnaDuotYaBLZ6VDI+0aDGun5WGDQeq0NrVO1qb5pWk/dcroXYEWBmGwd1Ls9HQocCm4gsjvWleS6pQIcQNWV1zJ8Zg9fxM/GdXOX48VuuGLSPehoIgBIAhE0TswEklXhKEW+ZnYuOhapxv7hrBLfN+cjsyQQAgXCTETfPS8dOxOjR00g2gJTLFxUwQjhNREC6Hwb0rclDe2IXNVi40fj5eZ/r3iep2cBggJyFs2HJFqRGYnhGJj7bR6I01tjJBjG6cnY7QIAEFA23o6dMg2I4bQS6Hg98tz8G5RhkOnGsZhS3zTjKF2uUgCADcNC8DkmAhXvuhxGqQ9ej5NkSJ/ZEgCbS6Pi6HweVTkrC7tAlSucrqsvZSaXToVeuwKDcOj19ZgOz4ULz+Y4npBtjTKVQam4MKA83JjsHsrCi8u+kM+tT2dw4Yj7Q6w3vWWhAEAK6flYZAgR/W7qDztDWy/s9sSJB955bUKBHm58Tif3srqWWuBTKFCqF2Hk9bbpqbjiunJuPNn0/j890V0OlpoGA8oSAIAeB4EAQArpmegpjQQKzdWT5CW+Ubuvqnb9hzfK+YkozQID4+20XH1JLBmSDOpUPmJoZhUW4sPt5+zpSuas2RylZkx4ci2N/8TeeahVlokfVid2mTU9szHsj7NBDwODbnkAv8uLhlXgZ2lTahookCrJZ09acE26MgWYLCFAn+s6vc6o35eGYIgrg+uij04+KRy/Nx5oIU3x+psbjckfOtmJIeYVdK94rCRADAtlMNLm8fYBhJBYCQQD54XA4euCQXLbJefH/EO0ZDFX1ah4IgAHD3sonoVqrxnZXXhBgCZACsTrMDgAABD6sXZGLbqQaaameFTKkCl8MgyM7MJQD4v7npaO/uszpIM57JFGqEBLgnCGKYxjgRt8zLwLpd5Xhi3UGU1HZQ1uQ4QUEQAsC5IAiPy8Hq+Zk4XNGKMxc6R2jLvJ9UYai34s+3XShP4MfFb+ZkYMfpRtS09ozC1nmfQZkgLswJvXNJNjQ6PT7Zbn0kS63V4XhVO6ZZSVtPjRKhKDUcXx+soi9PC4zTN+yxtCAecWGB+HIfzdW1RKZQIdSBzIXV8zNR3dqDvTQlwCyZm1KsASA/SYIrpibh39vO4nxz97DnGzoVaOxUYmqa9akwRsH+fpiWEYldZ9xTu+NMneH7OjXKUDAuKSIYS/Lj8PXBKq/IBrG3JshA0SEBWDk5Eev3V0HeR3W3LJE5MGizvDAeieFBWEeDNhZJ5YbgqiPXKokRwZQNYoVU4Vr9pqEYhsHN8zPx0uoZ6OlV4/H/HMQ1L2/GA//eh1e+O4n1+8/jbIOMBhB8EAVBCADHRhUHmpcTg5TIYPyPChlaJFOoEBIksLuI04pJCYgK8Xdb0bFOeR/W7jjnM2l+0oGZIM4UBeknCRZizYJM/HK8zmqR1ONV7ejT6DDVxtz9a2emorK5Gye9aG79aJIp7K+5wOVwcPX0ZOw724xmmXKEt8w7SR3MXMhJCMOUtAh8vrvCbYG6XrXWJ4J+LMs69P60x52Ls5EgCcLfNhwblm129HwbeBwGBckSu9e3ICcW5U1dbpkqeaiiFZkxYkiChabHrp+VBqlchR1eUCS1W6mGyI5Ck0P9Zk46VBodfqL5/xbJFGoECXl2dTficjj4zZx0HK5so2nRFsiUKqeyFigbxLIuN01dHCo/SYL375mHF2+ZjhtnpyMxPAgXOuT4fHcFHvx4H+55bzdOVLe7/e+SsUNBEAIAkCnVTo2CcRgG185IxZHKNlxot14IbrwyjDDaf8L243Jw1bQU7D3bjI6ePpf//vr9Vfjf3kpUtQwfkfRGXW7KBAGAy6YkIz1GjDd+PGVxBHR3aRPCRUKkRgVbXdfklHDESwKx6QRdtJgjVajtKg5ntDQ/HgECP0pft8DRTBAAuG5WKmraenCyxvVAXWtXL65+cRNue3snjld594Vhn0YHlVbv8PG0RtDfSU3Rp8H/++9hU2FgADha2YrcxDCHWtNOy4iE0I/rcjaIVqfH0fNtmJ4xOKgbLwnC5NRw/Orh5y+NTg95n9apkWBJsBALc2Px/dFaqt9kgdTB65X5OTGIDvHHl/vOj+BWeS+ZXGV3PZCBKBvEPJVGB6Va69C1hCMYhkFhcjhumJ2Gx64swD9vn42vH1+GF2+ZjpBAPp787BC+O1w9In+bjD4KghBodXrI+zQOT4cxmp8Tg5BAPt2sWCBz8OYPAJYVxMOPy8FPx+psL2yDcRrOO7+esav+haeTDiqM6tq6uBwGD1+WjwvtcvzHQm2bA+UtmJYeaTOTh2EYLCuIx76zzYNueIiBoyPtQj4Pl0xOxK8nLkCpcl8xQz3LotfLiyPqWba/TaBjF9cFSRIkRwS75Vx9qKIFLAzdfv70+SEcLPfeoqvGgqPuTLEGDJ1JXvi/6WjsVODRTw/gfHMX1FodTtZ0YEpahEPrEvpxMTMrCjtdDIKU1kuhUGkxPTNq2HMrJiWitF6KujbPnYppnA7pbMDqqmkpaO/uw76zNC3MnC6F2qGbdi6Hg1Uz07CnrMltHb1kCpWpq563c3aAEbiYDUKdYi6SmeoZuT8TxBIel4PC5HC8eMsMXDMjBe9sKsXmk/Sa+AIKghDTjbGzJxU+j4vLipKw5WQ9zbU1Q+pEmnWg0A9LC+Lx8/E6l0cB+voLnZ1rlOG+j/Z6fetRdxRGHSgtWoRbF2Zhw4EqHK5oHfa8UqXF1HT7blgW58VDo9NjFxVIHcaZwpNXTE1Cn1qH7afdUxBSrdXh/o/2YtXLm/HDUe9NiZf3aqBnWYePJ8MwuGJqEg6Wt6DFxWlGhyvbUJAswZt3zsHMrCi8uLHYLZlrY0GmdO070Jr0GDFeWT0TWp0e9364F5e/8CtUWr3N6XXmLMiJRW2b3KV6UYcqWhEWJEBatGjYczMyIyEO4OMXD77pMp7/ne0OkRYtQn5SGDa6ueWwr3Cm/ejywngE+/Ox8YjrI+RHKlvxm9e34abXt/lEoXGpC51MjNkgX+47T9kg/YzToUczCGLEYRjctSQbKwoT8K+fTvtMdvV4RkEQAqnc9ZPKpUWJ0Or02HKy3l2bBQA+Md/c2a4Dl09JglShwh4XLwRkchVyE8Pwye8XgMfh4G8bjpkqwHubPrXWFNQB3BMEAYBrZ6RiekYknv/m+LAvNj8uB5NSwu1aT7hIiMmpEW7/HPgCZ6ZvRIj8UZQWjm0l7gmCHK9qR2VzN3ITw/D2L6e9NntB6sJo+OK8OAQIeC4FgVQaHU5Wt2NqegQ4DINHryiAH5eDj7efdXqdY0mmGJlMEKOUKBHeu2ce/nTNJExJi0BGjBhJEUEOr6coLQJBQp5L2SCH+jPbzJ07+TwuFuTEYteZRo8tAmh8rZzNXAUM2SCl9VKqY2GGTKF2+Kadz+PiksmJ2HKy3uUMjk3FFxATGoBpGZF4/uvjOFbV5tL6xpqhk4nz79XfzElHW1cvXVP0G+lztS0Mw+D3K3MQExqAf/10ymPPk8Q+FAQhpmrgrpxUwoKEmJYRie1uauEHAF/tP49LnvsZv55wfUrIWHGl4F5SRDAKUyT4/miNS9sgUxqm40SFBOCpVZNR36HAhgNVLq1zrAzMAgFcK4w6EJfD4I/XTEJcWCD+sO7goJoJeUlh8OfbP3d/aUE8SuulXp9x405qrQ4Kldapz8HivDiU1kvRJHW9QOrxqnZEhfjjhZunY2pGJN785fSgoJq3kJlGwxw/Zwv5PCwrTMCvxRecDoaW1HZApdWbOiYFCf2wekEmtpY0ePRUCktkCjU4DBDsRLFNe/G4HMzPicVzN03Dm3fMtrtQ9kB+XA7mTIjBzjONTg0QNHQqcKFDMaweyEBzJ8ago0eFsw0yh9c/Glx57xsZM17c1XJYo9Pj4+1nsXbHOa8dYDBy9nrlksmJUGn0LgWsdXoWxTUdWJATiyevmYTClHC89n2J106NUWt1UDr5vWeUHBmMOdkx+GJfpUN1bGQKFT7YUoqv9p9Hl9L7p0EbyRQqMBi7IAhgCPo9eGkeyhpk+Pm4996fEAqCEBgyBQDX08sW5cahvKkL9R3uKZBa2y6HngXe+PEUDlV454itUq2F2oWCe1dOSUZZvQwVTc6NWOlZFtUtPYgOCQBgaIl4xdQkrN9/3jQP3psYA3ZG7soEAQB/Pg//uHkGkiOD8cS6g6bHrbXGNWdmZhQEflzsPeueVF6WZbH9VANKvLjrjCs3LjOzouHP57rlhuVYVRuKUg3ZC/cuz0GXQo1vD3lfkTNX6yJcMSUZ8l4Ndjg5zehQRSuixP5IDL+YzbCsIB6SYAHWe2GAVaZQQRTAB9dNQVVbnAmAGC3IjUWTVIlyJ74TDle0GjLbUi1ntk2MD0VooAB7yjxzKoJUoUKgwL7uJZZwORzMzzEEk9zRNW3XmUZ8ue88vthbiX98e8JrR4eNtYacOU9Hiv0xKysKPxytdTqDt6qlGz29GkxKDQeHYfDI5fno7lXjm4Ped44GXJ+6ZfR/c9PRIut16Dvws90V+PpgNf6zqxx3v7fLagc8byJTqPvP1WN7+5qbGIYl+XH4bFeFVw6kEAMKghBIFWr487kQ+jl/UQEA0zMjESDgYfsp11vs6fQs5L0aFCZLMDU9Av/66TT6vLCYoaujVtMzoxAp9ne6kGFZvRRShQozsy4WwbtxTjoA4HsvLGQ7UpkgRsH+fnjxlhl49Ip8zJkQjRtmp2HlpASH1iHw42JKWgT2n3NP4O5geSte3FiMx/9z0Omb1rHmSjEzoR8XcybEYNupepemxzVJlajvUGBy/w1gTGgAlhbE47vDNRY7A3kqmUIFPy7Hoe4iAxnTzTcernH4mOpZFvvONmP2hOhBN/N8HhdXTUvBztON6PaykUdD8erRn2PujPwkCUIDBU5NiTlc2Yr8ZInVzDYuh8HsCVHYV9bskdNRnZlWZ86i3Dh09KjcElw+dr4N6dEiPHP9FOw/1+KWguZjoae/1pDTwdWpyahrlzvdfepIZSv8+VxMiAsBYAisXD4lCV8frPLKenPGaYuuTIcBDNPpZk+Ixv/2VkKnt50NwrIsDle04vIpSfjP/YsQGxqIp/53BM1uyKYca1KFyqWpcO5087xMdCnVlA3ixSgIQpxOfxyKz+NizoRobD/d4PLF0xd7K3GgvAVCPg/3rshFl1KNb7x4xNbZ48vlMLisKAk7Tzea1uWIvWebERYkQHZ8qOkxkT8fKyYl4MdjtV4XwZb2p0IajcTALYdhsKwgAX++rgi3L5oAoQNTYYxmZ0XhbIMM7d2uF4osqetAhEiIJflxePX7Eq+8kHGlhgUALM6PQ2OnEucaZU5vw96yJvB5nEFdOa6dkQKZQuVyx43RZhytdSWj4Mppyahu7cHpuk6Hfu9sgwydchVmT4ge9tyygnjoWdbrgnVShQriMUyvdgSXw2DuxGjsPtPkUMaBvE+DkpoOq1NhjOZkx6Clq9fpDMSRZOiK5PprNSEuBDGhAS5P4dWzLI5VtaMoNQIzs6KwtCAe63aVe+UUDlfrLeQnhSEpIsjpAZa9Zc2YnhEFP+7FW5NVM1Oh1rq/3txoMGXsuZgJAhiyQZqkSrsGGWvb5Gjp6sX0jEiEBgnw7I1TECT0w4sbi702S8nImZo1IyUmNACL8+Pw1f7zXjeQQgwoCEKcTn80Z1FeHJqkrt2ssCyLracMX3hCPy5iQgOwYlICvjvijSO2rs9fXjkpAQwDh9uksf0jtjOzooZNG7liajK6ezXY72VtAo2pkEajlb7uqGkZUeByGBwod/34Fld3IC8xDPevzIU4gI8Pt5a5YQtHl/Fz4OzNS36SBOHBQmx1Yb753rPNmJIWMWgUPF4ShIIUidddYDvTcWqoySnhSJAEOpxltu9sM0IDBwdWjUICBZiREYnNXnY8ZQoVQgI848LaHgtyYtHe04czDgSwDpa3QKtnMTtrePBqqPykMIj8/bC3zPO+H6RuygRhGAYLc2Ox92yzS9cV55u70aVUmzLMbl2QCaVK65XZIFIXB20YhsHlU5JxoLwFrV29Dv1uk1SJ8y3dmDMkuBoWJMScCdH48Zjz02zGiul7zw2ZC2nRYszMjMLneypsdoo5WN4CgR8X+UkSAIaBr4cvy0dpvdTrvuuGkjnRvWgk3TArDZ1y1xsYkLFBQRACmdI9FxWA4WYlLEjg0vz9qpYeNHYaRrsFfoa36FXTkiFTqL1uxFaqUIHDYNCNu6NEAXwsyInFD0dr7UqFNDrf3I0WWa/ZEdu4sEDkJIRiqxsL2Y4GQ9bSxWPpykj4SAr290N+kgT7zro2JaahQ4Gqlm7MnhANIZ+H1Qsysfdss9cVn5QpVAgS+g0a4XMEl2O4Ydl1ptGpVoFt3b042yAbdoENAEvy4lFS2+lyy9jRZJi+4dqFoKFdbjL2nbX/hmVgYNVSAHJZYQIqm7txvtl72gd60uiiPbLjQxEp9nfo+3BPWTMmxociXCS0uSyXw8HU9EgcrhzeMnysuXXQJjcOSpUWh8qd3889ZU0IEvohNzEMgKGjlTPf155AJnd90GZJfhyEfjyHpwgYM/XMtaO/bEoS6jsUKHZyms1YkSlUCPb3A8/J772h1izMQotMiZ+PWe/staesCdPSIyEYMMW9IFmCudkx+HxPhUMFVj2NKy2HR0JCeBAmpYS71G2NjB0KghBI5e6ZDgMMvFlpcvpEu3dAQTamf/JDvCQIk1PDvS6KLVOoIQ4QuFzA88qpyWjr7sMBB+pM7DvXjCAhDwX9owFDLcmPx4mqNnT0uD5lY7QYLoAvvlfdWRjV3WZPiEJJbQd6ep1Pi95d1mSoMdJfnHVRXhzCggT49nCNm7ZydLjjxmVxXhy6ezU4Wul4y8R9Z5vB4zCYnhk17LnZE6Ih4HGw/bT3BFhlChXEbjhnL8mPh9CPi59sXFQbVbX0oEmqNBtMMpqaHoFgfz/sLvWu4+lJo4u2cBgG8yfGYE9Zs1032gqVBsfOt2Futu0sEKOp6RGobu1xy5Q+d3JXTRDAcAOTGSPGdienb7Esiz1lTZg9IWrQje6V05LR2tWLI06cq8aSTKkCn8dBgBNTQI38+Twszo/DrycuOBSwNmbqmZt+mpcYhnhJoNtapY8WqYvtcYdKjgzG0oJ4fL6nEgoLNVIaOxWobO7GvIkxw567qb/A6g4v+q4bynBN7Vnn6iumJKGswfkGBmTsUBCEQKZ038gKYBhd6VKqcaK63eHfZVkWu8uaTBc5ugHpj4ty41BS2+lwmuVYGpq54Kz0GDFyEkLxvQPR5n1nmzEjM8riKMS8iTHgcjhubWs80rzpZmVmZjR0etalzkZ7SpswPSPSVLTYj8vBpZMTseN0g1cVCnZHCntKlAipUSKnssz2ljVjUmo4goR+w54LEPAwa0K0V9WxkCndc3EdIOBhWWE8fjlxwa4pAfvOGgKr+cnmA6uAIYtgZmYU9nnJVDudXo/uXs2Ytlx0xvyc2P7vWduj44crWqHR6c1mBVpi6KIEHD3vOdkgxu4l7ggAGi3Mi8ORyjangtVVLd1o7FRibvbgG86MGDFSIoO97mbTOCDmaoblZUVJkCpUdk+3tZapBxiy1uZPjMX+c65NXRptUrn7sxZumZ+JPrUWX+w7b/b5PWVNEPA4mGYmoyY1SoQZGZH4cl+l100tAvrP1UrPy9qbnhmJcJHQ4SnrZOxREGScY1kWXW6ujJ8WLUJieJBTN9e1bXLUdyiwJD8OAKAf0L7OOGLrVTcrbkzdu2JKMk7WdKCm1fZUiAvtctS2ya1e9AYJ/TAtPcJrblYAz0uFtCZcJMSEuBCn6640dCpwvqUb84ZcYC/Oj0evWocD5d7TNtpdKeyL8+JwsLzFoU4BUrkKp+s6rWYvzJkQjdo2ORo7FS5v42hw53nl8ilJ6FKqseuM7TnN+84OL1xozuwJ0bjQofCKaVtdSuMUAO84rxilR4sQHxZo15SYPWXNyIwVI6q/Vbo9RAF8ZMWGeFQ2w8XuJe4LWC3IiYFOr3eqJfCuUsNUmEkpw1sOL8yNxYHyFvR6UbDaXQNiyZHByEkIxY92ZphZy9QzmjcxBgqVFserHB9cGysypQpiN9caihD54/pZafj6YJXZa8E9Zc2YlhFpsaD7NTNScaFD4XBBbE/QrdSABTyufhOXw8Gi3Dinp+uSsUNBkHFOodJCo9O79QLQWHBs/7kWh0er95Y1IUDAM9286wYEQQIEPMzMinZLC97R4s50yNnZ0QgLEuD7ozU2l91/rhkCPy6KUoePBgw0MysaZQ0yr5kS44mpkNbMyorG0fNtTnXh2ds/FWbqkG4OMaEBmBgf6n0ZPG44xyzMjXX4hmX/uWYwDIOZVgpCFqVFwI/LwUEvCCz1aXToVevcdl6JlwRhSloENh6utjo6WN8hR01bj9VgktHk1HD487nY6wUB1ovFqz3rwtoWhmEwPycW+2wU9uxTa3G0snVYtoI9pqRH4nh1u8fUEHC125o5YUFCFKaEOzy4YmkqjNH8nFioNDqHprCONZkbp0ZfVpSEktpOuwKh1jL1jJIjg5EYHoTdXlSAUiZXIzTI/dcr189OQ2xoAN74sWTQdLgmqRIVTV1WP+v5SWGICQ3ApmLvmloODOgyNwLH1FWLcmPR3WuYdki8BwVBxjmp3Ni60r0nlUW5cejT6LDfwQuAPWXNmJkZZSokOjAIAgBzsqNR09bjNW1CZQoVQtw0YmucCrG1pMHmSPiO042YnjG4MJY50zMiwWEYr7j50+lZj0yFtGb2hCiotHocd+KLcXepobiZ0MxruCgvDkfPtzvVNnksDK3l4ixJsOGGxZG54XvPNiM/Kcxq8Myfz8OkFIlXZNeYbgTd+Dm4enoKKpu7rY4O7jzTBH8+F5PTrAdWAUO79ClpEThc4TlTKSyRutgWdCwtyImBUqW1mq1xpLINKq3eruDVUFPTI6BUaVFWL3VlM93G1Vbbljgz1dbSVBij6BBDsHqXN920K10vuGw0Jzsa4gA+frJRINWeTD2judkxOFje4jUFZ2XKkek6xedx8fDl+TjX2IVPtp8zPW6aCmOlDTbDMFhWEI/dZU1e18bZFLD2sEwQwDBdNyUy2KWmEGT0URBknJMpja0r3XtSie4frXZkdKWuvX+kMTsaAp7hxm9oT/PJqeHgcRgc8sCq9ea4u/XiJUWJ0OtZ/HLC8oVFTWsPqlt7sCg3zub6RAF85CWFecXNX7dS7ZGpkNbES4KQGB6EfeccGxFvkiotFjcD0P846xWvm07PokupctvF9eK8OJyqs6+bi1SuQnF1O+ZaOI4DzciMwuk6Kbp71e7YzBFjCoK48XNQlBqOxPAgfH2w2uzzLMtix6kGQ5ciG4FVo0kp4TjX2OXxF9pdXpoJAgCJEcFIj7ZeJ2d3WRNSo0SIDQt0eP0ZMWKIA/geMyXGdBPk5pHgWROiwOdxHKrhsdvKVBijmVlROFHd7jV1LKRuvF7h87hYUZiALSfrrWYE7y5tBIfDYJYdrZunZ0ZCodKitF7mlm0cSSM9aJOTEIY7Fk/AVweqTA0D9pQ1YUp65KA28OYsLYiHWqPzyBbY1sg8PGBtnK5rqWgt8TwUBBnnZPKRGVkBgEV5sQ6NVu843YAAAQ9T0iIgDuQjLEiAa6anDFomUGBoRecNI4xqrQ7yPq1bU/fCgoRYkBOL749Ybr+3/XQDgoR+mGKmMJY5MzKjUFzdAZUTUzZGk6d/AVoye0I0Dpa3OpRSvru00WJxMwAQB/CRHR+Kgy60dhwtPb1q6Fn3nWNmT4iGwI9rVzeXnWcawWEYi8GkgaamR0LPsjjp4W0YjTeC7jyvMAyDa2ak4GB5CxrM1EWpbO5GfacCC+0IrBoVpoRDz7I4VevZc89lChX8+Vy7gzueZnF+PA6Vt5gN3in6NDhY3oIFObFOrZvDMJiSFoEjHpLiLVOo4Md1rXuJOYECP8zIjLJ70MYwFabZ4lQYo+kZkVBpdB5/TjGSKdRuzTC7pCgRSpXW6rl626lGTE2PNGX/WmMKynnB9Z/xe28kC7lfOyMFKyYl4NXvT+KFb06gvLFrWA0xcyJE/shNDBvUidEbyBQqCP24FuudjLUFubFQa/VeMThFDMY0CLJ7925cfvnliI2NBcMw2Lhxo83f2blzJyZPngyBQID09HSsXbt2xLfTl8mUKvA4DIKE7j+pzJsYC4aBXXM4WZbF9lMNmJcdAz6PCz8uB/97eAlyE8OGLTstIxInazo8vjuGqeCemzMXrp5uaL9nLoqvZ1nsPN2IeRNjbBYvNJqULIFGp/eYlGdLpMabPy8bsZ2VFQV5nwan7CxExrIstpY0YGZWtNUv+xmZUThR1eYFwStjtpl7Lgb9+TzMzorCtpJ6mxXut59uMFxg+9v+25Fif8SEBqCk1rNvWKQKFRjA7bVxFuXGQRTAx7eHhmeDbD/VgJBAPialWO4KM1RsaAAixf4o9vAbQKmbpmqNlYU5sdCz5r9n955thkarx6I854IgADAlLQJVLd0eUTdKpjCMrLvavcScxXlxqG7tQXVLt81ly5u60NCpwPyJ1o9rYngQokP8ccgLbtp71VqoNDq3To2ODgnArKwofH2walhWLwA0dChwrlGGRbn2vT+NQbnDXpAJbJxq7s6g0lAMw+DBS/Nw68IsU4Hk6ZmWp8IMNDc7Gser2h0qMj7WpArPng4dIfJHZqzYKwaniMGYBkEUCgUKCgrw9ttv27V8dXU1Lr30UixcuBDFxcV46KGHcOedd2LTpk0jvKW+SypXu6UlmjniAD6K0iKw3Y7RlTMXpGiW9WJxvu2RxmnpkdDo9B5/cX1xxNa9J+20aDHyk8LwzaHhhQxLL0jR0tVr90UFACRFBkMcwPeC4+mdmSAZMWJEiIR2d+GpbO5GXbvc1CHJkhkZkVBp9Siu8exq+bIRmMe/OD8eFzoUqGjqsrjMhXY5yhu7sDjP/uyFgiQJSmo8PXNBDVEAH1yOe7++BX5cXDUtGb+euDCoNoJOz2LnmUYsyIl16G8yDIOCZAmKnWiVPpq8qe22OaFBAkxJC8fWkuGFDredakBBsgQRIn+n11+UFgEGwFEPyAaRjuBrVZQWgWB/P7syzLaW1CMsSIBCK1NhAMNnYFpGJA5VtHp8S9KRKhB83aw01HcozNYd2366AQF8HmZY6Qoz1LT0SFS39qC9e+yDctYYp5qP9KANh2HwmznpeOyKAvx22USbU2GMZk+IgVbPekU9OCNDgXXPPlfPyIjCsfNt1CXGS4xpEGTlypX4+9//jquvvtqu5d977z2kpKTg1VdfRXZ2Nu677z6sWrUKr7/++ghvqe+SjvBJZVFuLMrqZWiyUch026kGRIr9zWZ+DBUvCURMaIDHj64Yb/5GopvJdTPTcLZBhuNDbjB2nG5AhEiIHDuOoxGHYZCfJPH4lF2ZUg2BB6dCWsIwhvnOB861mB0NG2prST1CAwWYnGr9AjshPAgxoQEePzVMOgIdHSalSBAWJMDmk5Yr3G/vn15n78gYYKicX9PW49EFZ2UK1Yh1SLpqWgr8+Vz8b2+l6bGS2g50ylVY6EBg1WhSsgTVrR5+PJXenQkCAIvz4lFWL0N9h9z0WGtXL0pqOrDIgSCgOeIAPrLiQnDEA0bf3T1dYyA/LgfzJsZgx+kGq+dpjU6PnacbsTgvDlyO7cGjqWmRaO3qRWOnZxdzH6mis9nxochJCMWGA1WDHmdZFttONRhqwDkwFW1yWjg4DHDk/Ni/H60xZYKM0k370oJ4XD1k+rg14SIhJsaHYo8X1QVxd429kTAjMxJKtdbjM0qJgVfVBDlw4ACWLFky6LHly5fjwIEDFn9HpVKhu7t70A+5qMtNrSstmZkVDX8+12o7T7VWh92ljViUGwuOHRkpDMNganoETnj4CONIdh2Ymh6BCXEhWLez3DTCpNXpsbu0CQty7DuOAxUkS3CuUYZeD55iJJO7r7jmaJs1IQrtPX0ob7ScuQAYXsOdZxqxMNf2qDvDMJiUEu7xwSupQg0BjwN/vvtqLnA5HCzNj8eO0w1miw6yLIsdpxtN0+vslZ9smO5h79SlsWDotDMyn4MAAQ/Xz07DpuILqGs33FBvP9WAmNAAZMWGOLw+40h5cbXnvkcNbUG987xiNGtCFMQBfHx3pMb02I7TjfDjcTAn2/GuMENNTYvA8ar2Me/KMdJZO4ty49DW3We1js2RylZ092qwJD/ernXmJISCwwCn6jz3MwCMbKbl9bPScOaCdNCN4dkGw+CYI5l6ACDyN9TD8pRivZYYB23szcwYCzMyI1HsVYV7PXs6DACkRokQIRLiEE2J8QpeFQRpbm5GVNTgtLmoqCh0d3ejt9d8a7MXXngBYrHY9JOQkDAam+o1pCN4QQ0AQj8u5kyIwRYr8/cPVbRC3qfFYjsvKgAgP1GCJqnSo1MiZQo1AgU8h27C7MUwDFbPz0RZg8w0//Do+TZ092ocKl5oVJgsgU7PWm2ROdZkypEN2I2kvERDi1ZbhciOVbVBplDbnApjlJ8UhgsdCtOokyeS9Qda3T3lbllhPOR9Wuw/Ozydt6z/AtvRUfAIkT9iwwI8OrAkU6hGNMX6yqnJiBT7482fT6FPo8Pes81YlBvn1OsnCRYiMTwIJzx4ypYvZILweVxcWpSIzcX1kPdp+kfZ6zEzMwqBAj+X1z8l3dCVo2yMu3KM9Hs/JyEUMaEB2GJmapHR1pIGpEeLkBwZbNc6A4V+SI0SeXRgFTBcr3AYINiO+kmOmpYRicwYMT7cWmbKstl+ugGSYAHykuyvM2Q0KSUcJbUddmVWjhVvCK5OSYtEn0aH03WeXQ/OyBumLjIMgxmZUThY3uLxU+CIlwVBnPHkk0+iq6vL9HPhwoWx3iSPIlOO7EUFYEjTa5IqceaC+RPttpIGZMaIkRgeZPc6jdNmPPmmXTrCF2yTU8MxOTUc7246gz61FptP1iMlMhipUfZdnA0ULwlEWJDAw2/+vPdmhcvhYFZWFPaebbb6xbi1pKH/NRTZtd78JG/IXBiZ4FW8JAg5CaHYdHL4OX1bST3CRULkJdk/LcwoP0ni0ams0hHO3uPzuHjw0jycqu3E7z7YDaVK6/Bo7UCFKZ471Y5l2f4ba8++sLbH5VOSoNOz+OlYHapaulHbJrerxpY9MmONrXIdH93U6PQ4aKF7jaNGetCGYRgsK4jHntIms1mR3b1qHCpvcWjABgDykiQefY4GDNM3DLWG3F8fjsMwuGtpNsobu7DrTCM0Oj12nWnqrzPk+N/LT5Kgp1eDmtYet2+ru4zGtbWrUqOCIQkWePzUIsB4rh656XDuNCMzCi1dvR79/iQGXhUEiY6ORkvL4FG/lpYWiEQi+PubL/wlEAggEokG/fiCU3WddlUxt0UmH/kby7ykMESJ/c2OrnQp1ThS2erwiG1okADxkkCPTjHtUqjd1hHDHIZhcN/KXMgUKvz1q2M4WN6C5YUJTo3YMgyDwmTPvVkBRr5+zUibmx2DJqkS55vNf27lfRocONeCxXn2j7pLgoWIDfPsjiYjOX1jeWECTlS1o3lAzaE+jQ7bTzdiaX68w9PCAENx1No2ucfWsRjJ42k0KSUcN8/PRGOnEuEiIeIkgU6vqzA5HE1SJZplnlcTQanWQq3VQ+zhNyv2CAsSYnlhPL7cV4mvD1YbCpOn2tcm3RYOw6AoNdyp4qjbSurxzJdH8eDH+9DWbT5j1x7G7iUjfb2yJD8eKo0Oe8xk7e060wg9a+jI44j8xDC0yHoHFRz2NCN9056fJMHsCdF4d1Mpfj1Rhy6lGssKnMvMzo4PgR+X49Hfe1KF2iuyFqamReKoh08tAgClSguNTu/xxxQwZOj687nUKtcLeFUQZObMmdi2bdugx7Zs2YKZM2eO0RaNDYVKg8c+PYDffrDHpaKIKo0OSrV2xC+oOQyDxflx2F3ahL4h7Tw3n7wAhmGcKt6Wmxjm0aMrI50JAgBxYYF45PICHKtqh07PulQEryBZgsrmLo9tmdY14KLixZun4/ZFE8Z4ixxTkCxBsL+f2YtrANh5phE6vd7h6Uz5iRKrc9jH2kh+DuZPjEGg0A8bB9RC2F3aCKVKixWFzl1gG7NHPPGY6vR6dI/S9I1VM1IgDuDjzsWufc7ykyTgMPDILjEXO2J4/oW1PVYvyIJWp8e2Uw1YnB8Hnp1t0u0xJS0Clc3d6JQ7NgX1cGUbgv39oNbo8fJ3J51OER+p7iVDRYr9UZAiwRYzRZc3n6zHlPQIh+sS5HhD5qp8ZAdtAOCBS3IBAG/9cgaZsWK7pxQNxedxkR0fghIPHrSRyVVekbUwJT0Cde1yjwxSD2Qq3OsFx5TP42JyaoTHN28gYxwEkcvlKC4uRnFxMQBDC9zi4mLU1dUBMExlWb16tWn53/72t6iqqsITTzyBs2fP4p133sH69evx8MMPj8XmjxljC8fE8CC88O0JdPQ4VxdjJFpXWrIkPx5KlRZ7Si/eALIsi1+OX8Cc7Ginuh3kJYahtk2OLqXrabYjQTZKRZwW5MYiXhKIKWkRLnWNKEgOh571zJs/lmUNN9P9x7MwJRw3zE4b461yDI9rmBKzp2z4lBiWNaSxT8+IQrhI6NB68/o7mnjq52AkM6KEfB4un5KEX47XoafXELz75fgFTE4NR3RogFPrNNUF8cBRxm6lBixG55wt5POw/tGlTtUYGijY3w/p0WKc8MDiqKP5HTgaxAF85PZPkXM2CGiJsVXusfP2B7O6lWocrmjF9bPS8MgV+ThZ04GtJZaLpFtzsXvJyAeslhckoKS201QcGAAqmrpQ3tiFlZMcP67iAD6SIoI8OnOhaxSmb4QECpARIwYAzJngWsHe/CQJSuo6PbYuiEzp+ZkgADA5JRxcDuP5hWaNQVAvOKYAMDMzCucaZA4HjcnoGtMgyNGjRzFp0iRMmjQJAPDII49g0qRJePrppwEATU1NpoAIAKSkpOCnn37Cli1bUFBQgFdffRUfffQRli9fPibbP1a2ltQjMTwIr62ZBT6Pg/c3lzq1HmMf89EYBYsLM9ykbzxcbboBPFnbgYZOBS6ZnOjUOvP6R1fOeOjoymgWcXr/nnn4641TXFpHdIg/osT+Hnnz16vWQa3Ve3x7NFvmZsegoVMxbErM2QYZqlq6cWmR458FU10QD3zdTMGrES7kqdOz+OFoDWpae1BaL8Ulk5w7pxh5al2Qkew4NZIK+7sYeVqhuNHKLhhNj16ej8euKEBShHOj7JaEBAqQESt2qC6IsYX1soJ4FKVGYHZWFD7fUwGtzvEuM7IRaLVtyZzsaIQFCfDtoWrTYz8fr0N4sBDTM+xvuT1QnqdnrspHp/A4n2e47YgLc36KHeDZdUFYloVUrvKKrIVAoR+y40NxosqzgyCm7z4vOKaAoYMjAJey9fUsi0MVLV7TvccbjWkQZMGCBWBZdtjP2rVrAQBr167Fzp07h/3OiRMnoFKpcP78eaxZs2bUt3sstXf3Yf+5Flw+JQnB/n5YszALu0qbnPoiuNjHfHROKtdMT0Flc7cpJfSX4xeQIAk0BTMcFRUSgEixv0deWOhHuYgTj8ux2VLVFoZhkJ8s8dC0de+8+Rtqcmo4woIEppsDo5+O1yEqxB9FaY7P4Y8U+yM6xDM/B8bg1UgGQUKDBLi0KBHr95/H53sqIA7gY0ZWlO1ftMJT64J46017YYoEUoUKtW1y2wuPIplC1d8Rw/UOKp5CEizE0gLHCnfaa0pahGnqpS16lsVPx2sxJzva9H69ZX4mmqRK7DzT6PDfNnYvEY3CwAKfx8XlU5KwtaQeMoUKCpUG2081YOWkBKe/Z/MSJaj34E5eMqV6VLJstP3vnRgnM/WMPLkuiFJtrF/hHefpAg/PqgEMn38uh0GQ0DvO1SGBAkxMCDV1b3TGwfIWPP3FUTy34bgbt4wM5FU1QQjwy4k68HkcU9X3JfnxiBL744t9lQ6vy5g+78oUCkdMTg1HYngQ1u8/D5lChb1lTbhkcqJLrTM9dXSlp1cDPct6TeqeUWGyBNWtnje1QjqKo4AjicvhYHFeHLafbjBF93t6Ndh1phGXTEp0qpAnYOg+UOKB05hGK3Ph5nmZYFlgd2kTlhXEw8/FWgjG7BpPO6ayUZwS4E45CWHw43JQ7GGtcmUKNcQBAqc/d+PN1PRIyPs0ONcos7lscXUHGjuVuLQoyfRYSpQIk1LC8eOxWof/tkwxct1LzLmsKAkMgG8OVmP7qUaotXqscCHDzFhryBPrgmh1evT0akbl+zW1vw5IdIhrQRBPrgsik/cHq4O84zxdkGzIqqlu8bysGiNZf2F8bzpXT8+IwvGqNqg0zmVybC42DJYdrGh1KaOEWEZBEC+i1enx8/E6LM6PQ6DAEA3143JwxdRk7C1rdvjGVSpXQeTv59biadYwDIP/m5eBw5VtePX7k2AYBkscbDU3VG5iGM43d0Gh8qxinjIvKuI0UEFy/82fh11YdPlQAcNlhQno6TV0ggGAbafqodOzWFbo/GchPykM1S3dproYnmK0UtiD/f0wOTUcALDCiTn7Q4WLhIgLC/S4UUaZQgWBHxdCPm+sN8UhQj/DDYun1QXx9o5Toy0rNgTB/n52TYn58VgtkiKCkJsQOujxy4oSUVYvs9glyxKpQjWqI+uiAD6unZmKbw5V4+NtZzEjM9Lhek0DGTt5eeKgTdcoTo2+ZX4m3r17LgLdMKLvqXVBZErvqjVkzKrxxKnQRrJR/vy7w8zMSKi0eqeC/53yPhyubMW9yyeiIFmCdbvKPW46qS+gIIgXOXCuBZ1yFS4bMLICwJT6uvnkBYfWZ7gAHN2TyvyJMUiPFuFwZRvmZke7nNqalxgGPQuUXpC6aQvdwzQC7mUn7QiRP+LCAj3uy1Dan7Y+GqnQIy0xPAi5iWHYeLjGVBB1VlY0woKcv8DOT5SAheeNMo5m942HL8vHM9cVIV4S5Jb15SeFeVzLaJlidFLWR0JhcjhKajug0zteD2KkGNoNe9c5eixxOQympkWYAriWtHf34cC5FkM2xZCR25lZUZAEC/DTcceyQQzTS0f3vX/DrDRodHoo1dpBGS3OyksM87jAKnBxavRo3LTzuBykRoncsi5PrQsy2lPNXWXMqvG077uBpKM4vdxdEsKDEBMa4NSUmB+P1sGPy8GivHismpGK8qYulNZ71n2OL6AgiBf54VgtchJCh32BiAP4mJsdjV+OX3AoUmi4ABzdiwqGYTC7vyr4ZVNcv6iIlwQiJJDvcaMr3pYOOVBBssTjvgx9LW39upmpKK2X4vPdFahrl+MyJwqiDhQV4o8IkRAldZ72uo1e8EoUwMcsFzsODJSfJEFdu2fVBRmLwLW7FKZIoFRpUdHkWAbAQGcbpNh4uNr2gnbqUlImiKNmT4hGdWsPGjoVFpf59UQd/HiGqX9DcTkcLMmPx64zTdA4UCB1LEaChXwe5k+MAQBTppkr8hIlqGntQXevZ003vVgk37vOLZ5aF0SmVIPDMF5Va6ggORynajvsqvczFmQKldcNADAMgxmZUThU0eLQvZlaq8OPx2qxtCAewf5+mJIegZjQAPxy3LGBbmIbBUG8RH2HHCdrOnC5hcDBikmJaOhUoKxBZvc6ZWN0QX3drDQ8/3/TkJPgXEHUgRiGQV5imOeNgCtV8ONyEOBlaeuAoUhWXbvc6dbLI0HmYzcr0zIiERLIx7rdFUiOCDZNQ3IWwzCG1GAPC15JvTh45Yl1QWRK781cyIoNgT+f61Lh5U93luPdTaU4et49nQwMmTXeeTzHypS0CPB5HOw/22z2ebVWh++P1mJpfpzFKQ8LcmIh79PguAMdKUar5fxQT1xViI1/WO6Wc1heYhhYeGDmqtw7C497al0Qmdz76lcUJEugUGlR1eJ8kHokeWvW3ozMSHT0qFDpwPS/Hacb0aVU4+ppKQAADsNgUW4c9p1rpk4xbkZBEC8RFxaIl26ZYcqiGCo3MQxhQQLsLm2ye51jdQHox+WgKNXxLhiW5CWG4VyDzOniQyPB2B7NlaKvY8VUF8SDRlekcu/8ArSEwzCmUc2VkxPc8j7JTwpDVUs3FH2eUxdE5sU1FzyxLojx4tob8bgc5CWG4YSTxVErmrpwvMrwu+9tOuOWOgBUE8RxQj4PU9IisO+c+SDI1pIGdCvVuGZ6qsV1pEQGIzE8CLvO2H+9Ih3FlvMD8bgc+LtpMCMqxB/hIqHnZa4qVQgQ8MDnccd6UxzmiXVBvDFYnRUrhoDnecWrjbz1XJ2bEIZAAc/mFEIjlmXx7aFqTM+IRJzkYhvpBbmxUKq0OFLp2a2MvQ0FQbwEwzAoSJZY/JLichjMzY7BntImu78MvPWkMlRuogRaPYuzDmTBjDSZUu11nWGMQoMESAwPQrELoyutXb0OF76zxhfT1rX9qeDJ/dXyXZWXJIGeBU5f8JwL7LHKNnMXT6sLYmhj6b3HszAlHKUXpE6NZr276Yzp3xc6FKaAiLNGsyOGr5k9IRpl9bJh2YJ6lsU3B6swKytq0AX8UAzDYEFOLPafa7Zr8ML4WnlbofGhjJmrpzwouwzw7owoT6wLIvXCYDWfx8XEhDCPy6oBDNllSpXW62rsAYYg6tT0SByqsC8IcrK2A9WtPbh6esqgxxPDg5AUEYQD5fath9iHgiA+ZH5ODNp7+nDGjlRLnZ5FtxdGq81JjgxGkJDnUaMrMrnK64o4DVSY4lpdkGfXH8W9H+5BZVOXW7bHW1MhrVH3B0FcbRVoFBsaAEmwwKMusKVeXMgT8Ky6ICzLeuXF9UCFyeFQa/UOF3g7Xddp+l4rSg1HerQIPxx1vM3qQKPZEcPXTM+IApfDYG/Z4EyOwxWtuNChwLUzLWeBGM3JjkavWmfX94zxtRJ76cDCQPlJElQ0daFXrR3rTTHx5vOKO+qCdPT0ufX18NZgdUGyBKfrpB5VvBq4WGDdW4OgMzIjUdncjbbuXpvLfnuwGskRwSg0M0V6Wnokjla2eVTWk7ejIIgPyY4PhSRYgH0W5uoO1K1Ug4X3tPCyhsthkJMQhlMeVBTS8CXonRcVgKEuSJNUidYu2yftofrUWlT3j8p8tO2sW7ZH6oVFsWzhcgxTYCJcaLs4kGGUUeJZNSy8PBPEODXME7JBlGotNDq9V46GGaVEBUMcwEexg61y1+8/b/q3sbX6sfNtkLsw9Wu02jf7omB/P0xNi8CWkoZBj399sArZcSGYGB9q4TcvSjR2TrBjhNRbW86bk5sYBj3LelRdEG+cvmHkal0QjU6PB/69D6/9UOK2bZLJVRB74fVKflIYlGrXilePBNO52kuDoFPTI8HlMDhoI4ujprUHBytacc2MFLNTpKemR0KqULk1y3q8oyCID+EwDKalR+Jwhe12TBcvAL3zpDJUXmIYyi5IHao2P5KkXtjTfKD8JAkYOHfz9/PxOrAscPuiLJyobne50Javpq3/5fopuHPxBHA57jsN5yeFoaKpC0qVZ4wyensQRBIsRLwLdUGkchW2n2qwvaAdTO2GvbDjlBGnv4CvI8VRa1p7cKiiFbOyogAYMmLmZEdDo9PbPc/aHNPx9NIL67G2rDABFU1dqO4/v5c3ylBS24lrZ6baVeOIYRhMz4jEoYpWm50TpD70WiVIAiEO8KyOdt5cawgwXK+crHWuLsiuM41o7+nDntIm1La5Z0qNTKnyygHGrNgQCP24HhH0H0jq5UHQIKEf8pMk2HfW+vfVF/sqESn2xyIzXbUAICchFAF8Ho5UOt5yl5hHQRAfMy0jEg2dCjR0WG5fB1y8qPDGE7U5eUlhUGn1Tk+/OF3XiZe/K3bb9si8sKf5QKIAPlKjRA5/Gao0Onx1oApL8uNw7YxUhIuE+P5IjUvb4qtp68mRwbhuVppb12moC8LijAfUBdHo9JD3ab3+dctPdj67Zu2Oc3hxY7Fb6hVdHA3z3vMKAExKkeBcYxcUKvuyONbvP48IkRArJiUAAFgAESJ/5CSEYk+Z/YU1h6JMENdMy4iEOICPzSfrAQBf7K1EbFgAZmXZ36Z6WkYk2rv7bAbKfem1MtUF8aQgiJfetBsVJEsg79OYAnL20rMsNhyoQmGKBBKREF8frHJ5W9Randd+7/G4HOQkhuGkBxUDBy4GrL15OtzsCVEoqe1AT6/5772GDgV2nWnE9bNS4cc1f2vO43IwKTWciqO6EQVBfMyklHD4cTk4ZCNS6GuZIOnRYgj8uE5fWLz0XTG2ljS4pf1Ur1oLlUbn9aNWBckSFNe0O9Tf/NfiC5ApVLhxTjp4XA6W5sdjT1mTS8fVly6AR1qCJBChgZ5RF8SUwu7lr1t+Uhjq2uWmNpL26pT3YdupBjAAvtxX6fJ2ePu8aKNJKeHQsyxKamy/R5tlSuw43YhrZ6QiqL/dqnG0d252DI6db3O6G5JUoUYAnweBn/d1xPAEflwOluTHYfPJepTWS7HvXAtunJ1umuZnj/wkCfz5XByykb0qVah86rXKSzJ0tPOEdpd6lu2vueW91ysT4kLA53EcHrTZV9aM6tYerJ6fiUsnJ2Ln6UaLN6n2knn5AGNBkgRn6jpNhds9gUyhQrC/H3gWggPeYGZmNHR61mKB1C/3VyIkUIDlhQlW12MYRJChz4O6YXoz731HEbP8+TzkJ4XZnBIjU6gg9ONC6KbWb2ONx+VgYnyo00EQQX/XHWdqYAzlKzcrBckStHX3oUmqtGt5tVaH9fvPY2FuHOLCDJ0BFuTEQt6nxbHzzndyoLR1+zEMg7ykMJR4QH0cX/kc5Cc51zJ6/f4q+PE4uGPJBBw412L358gSqUIFDsMg2N/PpfWMtdiwQESH+ONYle3RrP/tqYQowA8rJyVA6Gf4rjLGZGdkRkGrZ51O3ZYpvHPevie5aloKetVaPPzJfkSJ/bHYQhq3JX5cDopSI3Cw3Nb1itqrp4ENlZcYBo1Oj3Me0NFO3qeBTs969SCDoS5IqEPnAj3L4rPdFZicGo6chDCsnJQInZ7F9lP1Lm3LxcxV7zyeBckS9Gl0ONcoc+r3j1S2YtUrm91yLW0kU3hvt0WjcJEQE+JCsN9MzcbWrl5sLWnAtTNSbbapzk0Ig07P4myD59QU8mYUBPFB0zIicaq2w2pdAKmXR/7NyUsMw5m6Tuj0js8LNY4wtbjhxC318iJORnmJYeAwsLtV7paT9ejo7sONc9JNjyVHBiM5ItiltHUpZYI4JD8pDOWNXegb4+4DxkwQb05hBS7WBXEkRbituxc/Hq3FqhmpuGJKMoL8/fD90RqXtsM4Wsuxo96Cp5ucGoETNlrcNnQosPlkPW6YnQ4hnwch33CONmamxYQGICY0AMcdqC8ykKEYpHe/N8dapNgfc7NjAAArJiU4NVI7LSMS5Y0ydPeqLS4jU3j3dI2hkiNFHtPRTib3je/XgiQJTjlw/bentAk1bT24ZX4mAEOwfnJqOHaVOn+tAsCUMeit55aMGBEC+LxBASWWZe2ut/LL8Tr09Grw8Xb3FMUH+gvje/lgCgDMyorG0fNtw7I4vtxXiUABD5cWJdpcR1JkMIKEfjhdR0EQd6AgiA+alh4JrZ61WnzO1y4qAEOKqUKldapfPI9ruLGoa5O7vB2+Usk+UOiHrNgQnLDjJkOt1eGLfecxd2IMEsODBj03LSMSR88739ZLRmnrDslLlECnZ1FaLxvT7TBl8HjpxeBA+ckSnHSgo8l/91TCn8/F1dNTIPDjYllBPLaerHcpxVimUHl9QMlocmo46jsVaJFZzo5Zt7scYUECXNZ/YSjs//wPvMcpSg23K6PEHF/8DhwLaxZmISs2BMsKrKdxWzIpJRwsrBfhlvrASPBAxo52ztYa2nWmEc99fdwtrTJlSuP0De8+vgXJEihUWrsKsev0hiyQorSIQZ2M5k2MRekFKTp6+pzeDpnSu4NKXA4HuYmhg4L+720uxcq//2zzdzvlfThW1Q5xAB+7zjS6dBwHkipUEHt5LSzA0BZcpdXj0IAuMY2dCvxy4gJWzUyDvx2Z+RyGQU5CKE57QADVF1AQxAcZ041P1FgPgoi99CRtSVasoV/8aSemAij6DKPm3x2pcblHukyhBocBgv29+6ICMFygFle327zY+uFoLdq7+7C6f1RloGnpEehSqp0uWktp645JiggydB8Y4+JmUoUKgQKezfRObzApxXDT3tZtO1OssVOBTcUXcP3sNAQIDBc1C3Pj0N2rcangnMxHRsMAoDA5HBwGFrM4alp7sPN0I26am256/xgvEAfWKCpKjUBjpxLNTkw1MmTW+MbxHEsxoQH41x2zEe5kq+9IsT/iwgKtBtu7FCqvLjRuTl5iGErrpU4FRt/+9Qx2lzZht4tZC8DFzAVvDwhmxYVAwOOg2Mp1r9Ge0ibUtcuxen7GoMdnZkWBw2FwwEYrU2ukcjWChDyLxS29QUFyOEovSE01a34+XmfX7/13TyV4XA7evGM2/LgcbDnp2tQioy6FGqE+MB0uLiwQ2XEh2DqgY9ynO8sREsjHldOS7V5PTkIYyuqlLt+rEAqC+KzClHAUWxm5lCnUXh/5H0rgx0VmrNjh0ZVmmRKNnQqsKExAk1SJPaXD5+w5QqZQQRTAd6hAnKealBqO7l6N1b7k8j4N/re3EismJSBhSBYIAGTHhyJAwHO6orXhverdF2ijiWEY5HpAhXdfGmnPTwoDAKvnVKPPdldAHMDHFVOSTY+lR4sQExrg0k2LL8yLNgr290NmbIjFWkH/2VWOqBB/LBtQJM6YCVaUGmF6rCBZAg7DODUlRqZQ+czx9HaFKRKrny1vbzlvTl5SGFQaHSqbHRscqO+Qm4p3frar3KHC5ebIlGr4cTmmgK238uNyMDEhDCU2pu+qtTqs3XkO0zMiMSEudNBzQUI/ZMeH4th557tvyJTe3RYeMBTfVGv1pq5m9rzFGjoU+Pl4HW6ck4aokADMyY7BlpP1Lr8/gf7pMF5+TI0W58fjaGUbpHIVzjd3YeeZRtw8L9OU6WiP3MRQ9Gl0Vq/LiX0oCOKjCpMlqGuXW0xHkyq8/0RtTn7/vFBHTryfbD8HUQAfv10+EbmJYdh08oJL2+BLF2zZ8aEQ+HGtjtJ9ue881Fo9bp6XYfZ5HpeDySnhTvc2N1xU0M2KI4x1QVRjWEFcplD7TAZPSKAAqVEim6OMVS3d2H6qAb+Zkz5o+hbDMJiXHYP9Z5udnhLja+fsyanhKK5pHzaH/8yFTuw724yb52UOGk3lchh8/fgy/GbuxZpDgUI/ZMSIHc56Yo0dMXwsu8BbTUoJR0OnwmwxReNr5QsjwQOlR4sh9OM6PGjz721nESES4m83TsWFDgVOX3CtNoBMbvh+ZXyg1lBBsgSn66yPkP9wtBYtsl7cuXiC2eeLUg0DiM6epw3H07vPKylRIgT7+w0LTFq7rl678xzCggS4cmoyAGB+TgzqOxWoa3dtirlOz6Jb6TtZe/NzYsBhgJ1nGvHx9nOIlwRieWG8Q+vIjDV0Q6IpMa6jIIiPKkwOB2B+nq3posJHblAGyk+SoEupRq2dtT3K6qXYeaYRaxZmwZ/Pw7KCeJyoanepsrVU7juV7P24HOQnhVkMgrR192Lj4WpcOz0FkmDL6dBFaRE41yiDQuV4+zmpD1xUjLb8JAk0Oj3KHKwgXt4ow+s/lDhVXHgoX8oEAfpHq2s6LF4IsiyL9zaXIk4SiEsmDy9wNndiDLp7NU5fuPja9I1p6ZHo6dWg9MLF46HvP4bp0SIszh/eaSRI6DesMGxOQijO1Dv2PleqtNDo9JQJ4iEKkiVgALPfMz3G7iU+MrBgxONykJMQ6lAA72RNB/afa8Fti7IwJT0CMaEB2HTCtUEbmQ/dYBYmS6BUa00ZDEN196rx3z0VWDk5AYkRwWaXKUqLgFKtRZmTnXtkSu+/tuYwDAqSJKagv3E6tKXrgnONMuwubcLqBZmm6YuTUsIh9ONi/znnpxYBQE+vGnrWN2qLAYDIn4/UaBG+O1KDo+fbsGZhFrgcx27F/bgcTIgLcTkASpwIgtx5553YuXPnCGwKcafQIAGSIoLMjlyaLgB95ItvoIkJoeBxGLumArAsi/e3lCIlMhhL8g2R2LnZMeBxOdh/zvkpMV1K38kEAQxfZqfrOk3zQwf6dEc5/Pk8rJqVanUdeYlh0LNAmRPFOqmLg+OSI4MR7O+HU06MMv5afAF73DHX3Mc6UE1KDkd7dx8aOhVmn99/rgUnazpwz9KJZrtkpEeLEBYkwFEnUq01Oj3kfRqfOp5ZcSEICxJg34CL5O2nGlDe2IXfLs+xuwtOTkIoWmS9dtVrMbpYtNd3ztPeTOTPR3qM2GwQxPRa+WDWTn6S7cwFIz3L4oMtpZgQF4IFObHgMAwW58Vh/7lmaFwouCyVq7z+pt0oMzYE4gA+DlloufzfPZXQ62G2dplRerQYIn8/p6fE+MqgTWGKBGcbZOhVa02Bf7V2+PuMZVm8v7kUSRFBWJx3MaOBz+NiSlrEoCKgzvDFc3VIAB9NUiWyYkMwZ0K0U+vIig1xuo0xucjhIEhbWxtWrFiBhIQEPP744zh58uRIbBdxg0kp4Wbbm/riScVI6MdFVlyIzXmhALC7tAll9TLcvXSiqX5HgICHgmQJDrgQvZbKfaeAIQBMTgmHWqsfdkN95kIntpTU49YFmQgU+FldR7wkECGBfIdHwVmWRZePjYCPBg7DID8xzGrHhaFkChUq+ovX/ndvhetzzX0sEyQ3MQxcDoMTZmoXqLU6fLi1DFPSIjAtI9Ls7zMMg8mp4ThmozWsOV0KYwcH3zmeHIbBrKwo7D/bDJZl0afW4uPtZzE3OwZ5iWF2rycnwbDsGQdGxYwdHHzl5s8XTOqvYzb0vCPzkZbz5uT3Zy5UNNme27+tpAGVzd24e2m2aerKrKwoKFRalLhYcNlXiuRzOQympUfiYMXw67eGDgV+OFKD62enWb2e4HIYTEoJt6srnjldPpJZU5AcDp2exem6TlNNEHPBtu2nGnDmghS/W54zrA6eKQO4z/EMYCOpwjcK9w5kbJqwJD/O6WloWbEhaO/uQ6fcPR14xiuHgyDfffcdmpqa8Oc//xlHjhzB5MmTkZOTg+effx41NTUjsInEWQXJErTIetE0pHL+xZOK711UAIZ+8SW1HVY7mvSqtfhwaxmmZ0Ricmr4oOdmZEahpLbTVHzMUb6QDjlQcmQwIsX+gyqm6/Qs3v7lDDJjxFgxyXZvc4YxtAR0NAii6M9a8qUvwNFSkBKOsnrpsJ70lvx721kwDIM/Xl2I2ja5xZRie+j7p9z5ysU1YAiQZseH4qiZ2jYbD9egRdaLu5dmW11HUWoEqlq6Hb5wMZ6zfSkTBABmTYhGS1cvzjd3Y/3+KnQrNRbn6lsSGiRAbFgASh0Ighg7YvjCzYqvKEyRQKpQDZvKahy08aWBBaPMGGNdEOtBDEWfxhQgNAb9ACA1SoSoEH/sP+t85qrhesV3ju30zEjUtskHXfeyLIu3fz0NSbAQV09PsbmOvKQwVDR1oU+tdehvG7/3fOE8nSAJRFiQACdrOmC8ktYMyQRRqDT4aJvhfTkpJXzYOgqTJdCzwCkXalfIfPC7zzitKFLs7/Q6MmPFAIDyRue6LhIDp2qChIaG4u6778bOnTtRW1uLNWvWYN26dUhPT7f9y2TU5CdJwGEwbErMxZOK73zxDZSfLEF3rwa1rT0Wl1m3qxxdSjV+tzxn2HMzMiOhZ1mnCnlqdXr09Gp86tgy/SO2B8pbTKN0Px2rRVVLN36/MtfuLji5iWE42yAzO63GEl/8AhwthckSaPUszlywfQFyuq4Tm0/W447FEzBvYiwiREJsdqG9XU+vBnqW9algIABMz4jEier2QQVnW7t68fnuClw+JQlJFuaZGxkDrscdzAbx1XN2QZLE0EqxpB7r95/HNTNSEB0a4PB6cuLD7HqfG8mUanAYBkH+1jPYyOjJSQgDj8Pg1JAW91KFCn5cDgK9vHuJOTwuBzl2ZOx9suMcetVa3LNscJDV8N0cjQPlLTbb2FsilftW4fGi1Aj4cTk4OGDQZndpE45VtePeFTl2deHITQiDTs86PBBw8XvP+8/TDMOgMFkyKJt86LXb57sroFBpLQb/Y0IDECn2dygjdSipQg2BH9fUIt0XGK8folwIgkSK/SEO4FMQxEUuFUbVaDQ4evQoDh06hJqaGkRFRblru4gbBAn9kB4jHlbhWapQg8vx3QvA7PhQ+HE5FkdXzjd349tDNfi/uRmIMXPBHSHyR3q0CIcqHA+CdCmNU41856ICAGZmRaG9uw+Vzd2QKVRYu+Mclk9KwIS4ELvXkZcYBo1O79BJ2zR1ywdToUdaYngQQgMFOGmjratOr8dbv5xGVmwIVkxKAJfDYEl+PHadaXS6u4yv3rTPyIiESqs3XdSxLIu3fjmNQCEPty6wPM/cKCRQgPRokRNBEN88r/C4HIQE8rHxcA3CggS4aa75DlO25CSGoqqlG0qVfSO3xtFae+uOkJEn9OP2d/oZHMwyTNfwje4l5hQkSXDmQqfFbiRnG2T48WgtVi/IQoRo+E3TzMwodPSonGqX2afWok+j84mbdqMAAQ/5yRLTlBiFSoP3NpdidlYUZmTad4+SFBmMIKGfw4UnL2aY+cZ5ujAlHJVNF6/XBk6HqW3rwcbDNbhpTrrFjAaGYVAwJJDiKJnCt4J0ABAhFvb/1/kgCMMwyIwVo7xJ5qatGp+cCoLs2LEDd911F6KiorBmzRqIRCL8+OOPqK93fuSQjIzcxOEjZDKFCuIA370AFPpxMSEuBMfN3PzpWRZv/nwK8ZJAXDvTcjHPotQIFNe0O1wXwVfTrPMSwxAk9MO+s814b3MpGIbB7YscS1tPjQpGAJ/n0JQY0zQAH0yFHmn2XoBsPFyD2rYe3H9JrumcsDQ/HgqVFoedCAQCvjmPFwASwoMQExqAQ/0X2HvLmnGoohW/X5GLQKF9QWVDMUTH0oNlChUCBTxT5X1f0qs2BNpuXzTBrlFac3LiQw2Fl+3shiTzsXbDviI3MQynLwxucS9TqH06CF6QHIZetQ6VzcMHB3R6Pf710ymkRYtw5dQks7+fHR8CAY+DYidqWBiDq77SytxoRkYkTtV2QtGnwX92lkOp0uK3ZrJ+LeEwDHISQp06TwO+c/1XlBqBgVfAxukwOj2L138oQUxIAK6ZYX16UUGSBFUt3aYBQkf5Wm0xALhjcTZevGU6guy8ZrAkMyYE5Y1dLtdvG88cDoLExcXhkksuQXt7Oz744AO0tLTg448/xuLFi302Uu/N8hLC0NbdhxbZxfmRvnhSGWpKWgSKq9uHpe/9dKwWZQ0yPHBpHvzMdHAwKkiRQKawv9WukUzpewUMAYDL4WByajh+OlaLHacb8dtlEyF28MKUy+EgOyEUpx1JWzdmLbn4ZTFeFaZIUNFkuTBZfYccn+44hyumJiMjRmx6PE4SiOSIYLMF5uxxsaODb11cM4yh8N6xqnbI+zR4Z9MZzMqKwmwHKrznJISipavXoTbcvtTGcihjtpFxjrMz4sODECDgocLOLDNfHF30BbmJYejoUaFZdvGzIVP4VqHxoTJixAgQ8Mxmh317qAZVLd24/5I8i200+TwuchPDcMKJ0faLBYJ96/jOyIyCTs/isz0V+P5IDW6en+Fw/YXcxDCU1dvXucfI1zL2wkVCpEWJTP+v7s8E2Xi4GmcbZHjkinybgfn8JEMNG0dqNg3ki0FQoR8XhcnDa6g4KjNWjC6lGi0OXEuQwRwOgvzlL39BU1MTvv32W6xatQoCgesnz7fffhvJyckQCoWYPn06Dh8+bHHZtWvXgmGYQT9CodDlbfBVOf1V9gdGtH2tdaU5U9Mj0KfRDeoY0NCpwIdbz+KSyYk2uw8Y5yefNNNi2BpfS4ccKDs+FN29GkxJi8CS/Din1jExPhRnG2R2R66NNyu+mrU00gqTw6FngRIzrXJ1ehavfl8CiUiI2xZmDXt+RmYkDle0OnQRaCTrn8cf4EPzeI3iJIFo7+7Dh1vL0KfW4fcrch36/dxEYzcTBzKifGze/kDGFOtwkfPf4xyGQXq0yOxoujkyhW8Vg/QVOQlhYDD0esW3s3a4HA4mpYTjSOXglqy1bT1Yu+McrpqeYnPaaWF/G3tHW+VK5b51024UKfZHapQI3xysRnq0GNfYUQx1qJyEUPRpdKhqsVxbbiipQgU+z7e+96amR5j+rdHq0dChwNod53DltORBRXotiRT7IyxIYHeW3lBShYoygS0wDhzYG/wnwzkcBLnrrrsQEhLitg348ssv8cgjj+CZZ57B8ePHUVBQgOXLl6O11XIatkgkQlNTk+mntrbWbdvja8QBfCSGBw2a2zgeUoFTo0QICxKYipsabvhOIixIYLODA2CI1GbHhzo8l1GmVCHAR9PWp6VHICs2BA9emudCWy8xeno1wzoWWSJTqBAS4Nvv1ZEUHeKPmNAAHKtqG/bct4eqUVYvxaOXF0Bo5qJtRmYUuns1KK2XOfx3ZQo1QoMEPpkdGCz0g0anx68nLuDOJRMcvnkPCRQgXhLoUKq1L2eCJEUEAYDL58z0aDEq7ayLIO2vM0E8S7C/H5IjgwcVR/XFkeChpqZH4GyDFN29hqCEVqfHy9+dRHSIv9kA9VCTUsKh0uhwtt6xG02ZUgUGcDir0xvMyooCj8Pg0SsKLGbRWJMeLQaHYVDeKLP7d4xZ1r70vTew5btaq8PrP5ZAEmx+4MQchmGQHReCMgffm0bj4fPvrLAgIcJFQpxz4D1KBnOpMKo7vPbaa7jrrrtw2223YeLEiXjvvfcQEBCAjz/+2OLvMAyD6Oho0w8VZLVu6NxGX2nhZQ3DMJiSFmEaXfn6YBVKL0jx6BUFdleZLkw2tNo1trOyhy8f23hJEP51x2wX23qFALC/rZcvH8/RwDAMpqZH4HBF66Dsm7r+UcarZ6SYMhOGyooLQUggH4fKHZ8SI1WofPbCRdS/X/58Li6ZbLs9tDm5iWE4XWf/RaHMhzNBXrx5Bv51x2yX15MWLUKTVAm5halfAxkurH0zqOTthn42fH06DABMTYuEngWOnzdknn6xtxLnm7vx+FWFENhRJyctWoRgfz+HB22kchVEAXynggSe7vpZaXjvnnlIjrTescsSgR8XKZHBDt1gGtrC+9Z5ekJcqCmzZf3+8zhV14mHLsszO3BiSXZ8KMobuxzOKmVZdlx8/l2RHiVClZVOmMS6MT3zqdVqHDt2DEuWLDE9xuFwsGTJEhw4cMDi78nlciQlJSEhIQFXXnklzpw5Mxqb67VyE8NQ1y5Hd3+9ivFQEwQwFCCsa5ejrF6K/+wsx7UzU21OgxkoL0kCeZ8WdW32n2DGy7F1ljiAj+gQf7svLHw9FXo0TEuPREtXL+raDfVtVBodnv/mBKJD/LFmgeXRHA7DYGqaof6Fo2QKtc+msAb3d9USBTjfsSI3IQw1bT2mkV9bZErfPa+EBgmQ1R8cdUV6tCE12FaXDI1OD3mfxmeDSt4uNzEMDZ0KdMr70KfRoVet89mAqlG4SIiUyGAcOd+Ksw0yfL6nEr+Zk27354LDMMiJD0Wpg6PtXUrfHWQQ+HGREB7k0jqy4kIc7Gbne+dpLofBugcXATBMq101M9XhehYT4g1Ti2paHauxp1Rrodbq6RrQitRoEaqc6AxFDMY0CNLe3g6dTjcskyMqKgrNzc1mfycrKwsff/wxvvvuO3z22WfQ6/WYNWuWxc40KpUK3d3dg37Gm4tz0KVQa3VQqLTj4qRijB7/4bNDiJcE2tXCcqCsWEM6ZJkDveKllLpnU2ZsiN1BkC7KBHFZfpIEAh4Hh/unhr2/pRQNnQr86drJNkcZC5Kdq+wu8+FMkOD+Ir3OdjIBYArG2lMsTs+ylBFlh4TwQAh4HJt1QboUvlm82lfkmeqYSS922/DRgOpAk1LCUVzdgRe+OY6MGDFumpvu0O9PTAjF2XqZQ5mrUrnv3bS7U2asGLVtPehV29d621fr7fF5hlvF9GgR1tg5DWagjBgxuBzG4bogvlZodiSkRYkgVajQKe8b603xSl6XAzdz5kysXr0ahYWFmD9/Pr755htERETg/fffN7v8Cy+8ALFYbPpJSEgY5S0ee1Fif4SLhDh9oXNcnVSM81xVGh3+37WTHZ5zLuTzkBoV7FBVa5mcijjZkhlrmLtvT2qkTEmZIK4S+HFRkBKOo5Vt2HWmET8dq8PvlucgdUDVd0sKkiUAgJJaB2vj+OCImJFxOozQz/nid1Eh/pAECwYVbrZE3qeBTs/S58AGLoeD1CiRzUyQi20sff870BtJgoWICQ3A6brOi6/VOJi6lBEjRntPH3p6NfjTNZPAs9K9zpyJ8aFQqrWodSRz1YdrDblDVmwI9CxQ2WTn9F0fvV7h87i4a0k2nlpVZLWroiXC/qlFZx0YUAQunqt99VrCHYzXcY4U8CUXjWkQJDw8HFwuFy0tg+ect7S0IDravpaDfn5+mDRpEiorK80+/+STT6Krq8v0c+HCBZe329swDIPchLBBFxXj4aQysNiXs2mR2fGhDhV0kimpkKctE2JDoNLoUGej/bBaq4O8Tzsu3qsjLTchDMU1HXj9xxLMnxiDlZPsCwZHiv0RGxaAk47ONffRETEACBDwkJ8Uht8un+j0OhiGQVZsiF1F9y4GrulzYEtatAgVNm5YjG3M6Xh6rovXK/1ZOz7WatuciQmhEPA4ePSKAkSHBjj8+xmxIeByGIemxPhy1yl3SIoIgsCPi3N2TIlhWba/dpNvnldWzUxFjBPvS6P0GLHNAPVQ9N1nW3RoAAL4PIePLTEY0yAIn89HUVERtm3bZnpMr9dj27ZtmDlzpl3r0Ol0OHXqFGJiYsw+LxAIIBKJBv2MR7mJoaho6kKLzNBPejycVNxR8XxifCjqOxV2TQcwpq2Phws2V6THiMFhYHNKTJdy/GQtjbSMGEO9BI1Wjwcvc6y7T0GSxKEgSJ9aC5VG57PnGA7D4OXVMzExPtSl9WTFhqC8qQt6G+2iLwau6XNgS3qMGPUdcvRZSV/35TbmviIvKQxVLd2o71D4bPeSoaJDAvDNE8sxe4J9A4BDCf24SIsWOZa5SjW3rOJyOEiPFtk1fbdPo4NKq6fztAXp0YapRWqtzu7fkSpU4DCMqQ4XGY7DMEiJCkZVCwVBnDHm02EeeeQRfPjhh/j0009RVlaG3/3ud1AoFLjtttsAAKtXr8aTTz5pWv6vf/0rNm/ejKqqKhw/fhw333wzamtrceedd47VLniF3IQw6PQsDlYYsm58rYK1OcZ6B65c7BpvdOzJBqG0dfv483lICA+yObpCowDuMzE+BPMmxuDdu+ciUODYBUVhcjjq2uXo6LFvzqmUXje7ZMWFQKnSor5DYXU5+hzYLz1aDD0Lq9XyfbmNua/ITQgDC2D/uWaf7V5ijqNTYIaa6EBxVJ1ej+5eDd2025AVZ18Ns4vBVTpPm5MeLYJOz6LWRgbwQMZaWBwfajk8ElKjRBQEcdKYf7PccMMNeOWVV/D000+jsLAQxcXF+PXXX03FUuvq6tDU1GRaXiqV4q677kJ2djYuueQSdHd3Y//+/Zg40fnU5PEgKTIYQUIe9pQ1I0jo59S8Pm/04KV5ePmWGU7/flSIP0IDBXYFQWT0JWi39GjbqZE0d999hHwe/t+1k5EY4Xi7QEfrgkgpc8EuxuycczbmSUsVKvhxOQgUOF+DZLxIiggCj8NYncNPxZY9X2xYAEIDDTVzxkMWiLtMjA9Fk1RpV5FECq7aJyNajBZZr81OXsZpdjR917yUKBE4DGwWrh6IMpXskxYtQn2HHCqN/Vk2xMAj7oTvu+8+1NbWQqVS4dChQ5g+fbrpuZ07d2Lt2rWm/3/99ddNyzY3N+Onn37CpEmTxmCrvQuHYTAxIQwqjW5c3ZxcMjnRqRs/I4ZhMDE+xK7RlYtfguPn+DorLVqEmtZuq5XsjRdpdBE8tkKDBEgMD0JJbaddy18MXtHFizVBQj/ESwJR3iSzupxMoYI40Pl2vOMJn8dFcmSw1QCrTKGmGxUPxzAMchMNWZihVGjcbhMTjJmrMpvLUhDEPsbCk9U2Ck/KaJqdVUI/LuIlQXYXmQWMQRA6nrakRomgZ4EaB4oiEwOPCIKQ0ZERbRh5pC89x0yID0V5Y5fN1nOUDmm/1CgRVFo9GjstTwWQKlQIElLauieY6ECBYJlCDQ5zsYsKsSwrNgTnGmxPC/PVdsMjIS1aZHW0UerD7Zt9SWZsCADQa+WACJE/woIEdk3foExL+ySEB8KPy7E53UCmNHzvBfvT8bQkI8bQGdBeUgpY2yU5IhgcBlQc1QkUBBlHjAU76UvPMRkxYvRpdGjosD6XUaZUU9q6nYyjK+etXFjIFNRpx1Nkx4egtq0HSpXlgpNGMoWqfx4/ZS7YkhUrRlVLNzQ6y+2iZQoVjYY7ID1ajJpWywX4DJk1dDw9nbC/phe99x2TGSO2a7SdMvbsw+VwkBQRhOpW6zeYUjl979mSHi1CdUs3dHrL33cDyeSqcVG/0FWC/iwbqgviOAqCjCPGG8rxUg/EXdL7M2hstl6UU9q6vcQBfIQHC62etGUKNX0Beojs+FDoWdsdfQDjSDtdWNsjKy4EGp0e1VY+B3Q8HZMeI4bWSgE+mZJGF72BsUgojaw7JiNGjIqmLrA2uk5JFWr487mmYBOxzFB40vpUA6lCRecVG9KixVBp9bjQbr0YuJFMScfUXlQc1Tl0NzyOGDNA6CbdMcH+fogJDUC5rSAIXVw7JDXa+klbRhcVHiMhPAhBQp59BYIVaoRQm2i7pEaJwOMwVoNLMirk6ZDUSGNq8PDzNcuyVBjVS/C4husUGll3THqMGN29GrR09VpdjopO2i81SoSa1h6rGQyG8zQdT2vSog0ZwPYUR1VrdZD3aelcbSdjEERvI/hJBqMgyDhCIyrOM46uWCOVUxEnR6RGWu9tTjd/noPDMMiKs68uCE1jsh+fx0VKlMhqu+guurh2iJDPMxTgMzM/WqHSQqPT0/H0Arz+trgUAnGMseuUzcxV+n61W2qUCBqd3mo7cyriaVuQ0A9RYn/UWGlhbtRF3XYckhYtQq9ah2apcqw3xatQEGQcCeufW1uUGj7GW+J9MmIMLV2tdjNR0siKI9KixejoUZnmJg9F6aWeZWJcCErrZTZHGmQKNc3jd0BmrBjlFjJBVBodlGotdZxyUHq0yGxdBCoG6T0oA8Q5kmAhJMEC20EQmmpgN2MNM8pcdV1SRBBq7ehiQt2LHJNmR509MhwFQcYRUQAf3/1hORbnx4/1pngde4qjUhcHx6RGGVoXm5trq2dZdCnVVMDQg2THh0Lep7E6GgZQ9w1HpUeLcaFdAZVmeCFPKl7onPQYQ8HZoUFrKV1Yew1jTRCavuu4jJgQOzNX6XNgj2B/P0SIhFbrgkgps8YuSRHBFus1DUQBa8eEBgkQGihAFXWIcQgFQcYZIZ86lzjDnuKo1MXBMTGhgRD4cXG+ZfgxlfdpoNOz9AXoQSbEhYABcLbB8pQYrU6Pnl4NfQ4ckBYtgp5lUWNmdOziTTt9DhyR3l+Ar35I0JourL0PxUAcZ09xVJmSbtodYa3wpEanh7xPQ0ElOyRFBKOlqxe9auud5qQ0AOAwW3X2yHAUBCHEDraKo/ZpdOhV6ygd0gFcDoPUyGBUmxldkckNX4B0PD1HoNAPcZJAlFurX9E/j1dMmSB2S44IBodhcN7MCA5lgjjHVIBvyPlaplCDy2EQJPQbi80iDqACf87LjBGjp1eDFpn54qjGAsH0/Wo/a0GQLgpW2y050pABbCsbRKZQI0jIo26WDkiNDKbpMA6idxchdrJWHNV4004tXR2TEiUyf/OnpIsKT5QZIzZba8HIeNNOmSD2E/hxkRAeaLabifF4UlDJMUFCQ9B6aHFUY/FCDqUXeA16pRxnqziqvI8KBDsqJTIYnXLzNcxM33t0PG1KCA8CA9isCyKl7kUOS4sWoa27D9296rHeFK9BQRBC7GStOKpMSV+CzkiLFuFChxxq7eB6CFQUyzNlxIhxvqXbYqtA0/QNuml3SHq02EImiBoifz9TfQRiv/Ro0bBWjNS5yIsYv2YpCuKw0CABwoOFlgdtTDftdJ6218XiqOamLVLGnr2EflxEhwbYDIJQVzTHGYujUl0Q+9GVFSF2slYcVSqnzAVnpEaJoNOzqBuSGilVqODH5SBQQDVsPElGjBhqrd5iKitN33BOapQIVa09wwKshnn7dCydkR4tRmVz96BpFdQW1HsYXzeGoiBOSY8RDwsCGpkyzOjcYrfYsEAIeByzU2JkNB3GIUnhQaixMR3G0B2Qjqcj4iSB4Ft4jxLzKAhCiJ2staCSKVVgQGnrjkqJDAaD4cdUplBBHMinzgAeJi1aDAaW06ylChUC+DwI/Liju2FeLj1aBJVGh4bOwZ13DB0c6JzijPQYMZQqLZqlStNjlGLtfegrwDmpUcEWu5kYb9opc9V+XA6D5EjzdUFkChUCBDzwefS9Zw9Dhxgb02Goe5HDuBzO/2fvvsObKtswgN8nqzPp3i3dlDLK3nsJqAgoOHGLe+LEPUD9HOBCcW8UAQVBNsoGZe9dCjTdK90z+f5oU1q6kjTtyUnu33VxWTNOn9MkJ+95zvs8LyL8m/7cU0NMghCZSOOqgq/audFGnrmFZdC4qiCX8SNlDheVAsHebg0GFnls2maTXJ0UCPVxa2aadTk83XnSbq6owManseYVcyBoqRhjc9Q6f1MdZ4JIhrGvRUK4j8iRSFNUgAa5RWXILWzYwyK3qAwKmQB3Z860NEd1YqnxHmYcr5gu3M8dWfmlKCqtaPIxOs6CtEhUgIbNUc3AMzYiM0QFqJGY0fAAo+NycxZrrOu6sYEh2Z5mGwQXlXEwaAGNiwr+Hi4Ne1gUcnBtKU+36r4IdRv5MqkkHcHeblj70lW1yRAyT20Pi0bGK3k1/RY409I8UQEaXMwqREVV/Z5YnLFnnnC/mhVishovidEbDCxdtFB0gAYXMgsavEepcUyCEJkhsoll0jh1z3LGqyuGy2v32cDQJsUGeyKxieaouUXlbIpqocau4FSftPPvaam6zVHLK6tQWFrJpBI5hCAvVzgr5Y2PV3iRwSJRARpUNtLDLI9ldmYJ83WHTGh6hZiCkgroDQYeqy3Q1HuUGsckCJEZogI0yC4og664/hJUnA5puehADQpLK5GhK6m9jYM029Vcc1RdURk8uTyuRWICq5eLNiYDq/QG5HNKcKtUN4es/pvquOw2ORCZICDSX91o+a6OJ+0WiQyonsHQePkujyumclLKEeTl1mSDdWMJF4/V5mvqPUqNYxKEyAzGKabnLjvAcDqk5Rpbeo7Lo9mumEBNk81Rc7kEqcWiAzXQFZcju6B6AFhQUg69gQPB1jD+TbMKSrnsNjmcJmeustTAIm5OSgR6uuDcZSVGbLhsvnA/9yZnguQVc5U5S7k5KRHk5cokiImYBCEyQ4i3a6NLULGJk+V81c5QuyhrSwHKKqpQXF7JQZqNclEpEObr3iAJYqip4/ViY1SLGFefMpZvXLoaxuOKpWICq/tJnEnNv7QsKMu1yEFEBahxoZEeFnnF7N1kqeoeZpdO3vU1s8x4nDZPuJ8aSRlNJEEKOWuvNRrrs0eNYxKEyAxymQwRfvWXoKrS62umrfOAbQlBEBBd56BtPFnhIM121e21YFRQWoEqvYEzQSzk7+ECd2flpc9BMZexbC0/jTM8XFU4k6arMxOEx2lyDFEBGlQ11sOikCftljKeYBrLFgtLar73eFwxS7ifO3IKy1BQ0nCFmLziMqgUMriquHqRJaJr+ovV7bNHjWMShMhMl2dZdcXlMIAnK61R92+ax9p9mxcVoMG59ALoL2tmC4A9QSwkCAKiAzW1S7oak4H8HFhOEISahF31TBA3JwVUCrnYYRG1iwj/hv0BONOydaICqkvscmpm6vGijWVqV4hppCQmt7B6phJXL7JMVIAGBSUVyCooFTsUm8ckCJGZjFNMK2ummOYWsta8taICNEjNLUZRWQXLACQgKkCD0ooqpOYW195We9LOcgOLRQdeSgbmFpXDSSmHC6+GtUpMoEf1TBBOWScHY+xhUXeZXJ60t86lHmaXjtMAk9XmCvVxg0wQGk2C5BWXw4N/T4tFB1a/R8+msSSmJUyCEJkpKkCDiio9krOLANRt4sSDtqWMA4ukjILaVRxYu2+7Lh8IApdmgnhxJojFoo3JwNKKmmUX+RlorehADbLyS5GUUcC/Jzkc46w9I560t06ApwtcVPLakmgmlSyjUsgR7O3a6AoxeYXsWdMafhpnuDsrWtUXZP+5LGw5lmrFqGwTkyBEZorwr38CmMeZC63Wwc8dCpmAszXT1tUuSijkPDzZKi93J3i5OdX7ks0tKoNSLoObE2cuWMrYyPNsevXngP1VWi8mqPpvuudsJo/R5HAu72FxqcyOnwVLVC89XL+HmVIugyu/98wW4aduciYIk3SWEwTBouaoBSUV2HkyHZ+vO4bnfvoXc5bua6MIbQc/tURmUrso4e/hgsT0fIzqFoLconK4qORwVrLW3FJKuQwd/NRITM+Hs0rBqwASEBVQv0FwXlEZPNxUrONthTBfNyjlsppkYDm8OBBstSAvV7g6KVBcxj4I5Hjq9rDwUTtzlSQriApQ49D5HADVMyA9+b1nkXA/NVbtu9Dg9tyiMnSP8BEhIvsRHeiB/05nNHm/wWBASk4xTqbk4WRKHo5cyMHZtHwYUN2kXSYAegNQVFoBN2dl+wXezpgEIbJAlL8aiRmXpkPyqkrrGTtah3i78WRFAqICNPWmS1aftPNz0BpymQyR/mqcTctHblEZompmnZHlZDXNUQ+dz+H7kxxOZE1z1HMZBTVJkHJoONOyVaICNFi17yLKK6uQy/GfxcL93JFbVAZdcXltUs5gMCCvkH/T1or0V+OPf8+htKIKSrkAbXYRkjILcSZNh1MpOpxOzUNhaSWA6gsFXcK8MKlfBBLCfRDo6YqkjALc9/kWnE3PR0K4/SakmAQhskBUgAZrDlwEcOlKALVOVIAam4+lwFkphwfLAGxeVIAGi3cmorC0Au7OSuQWsoeFNUQHanAyRYei0gr+Pa0kKqA6CcK/JzmaQC/Xmh4W+egT7ceTdiuICtBAbzDgfGYhZ+y1Qt0VYown2qUVVSir1PNv2koh3m4AgIe+2Ip0XQkqahZy8HZ3QscgD1zbPwpxIZ7oGOQBTSOzwsJ83aBSyHAmzb6TIDaRCp4/fz4iIiLg7OyM/v3747///mv28YsXL0anTp3g7OyMbt26YdWqVe0UKVG1qAANcgrLkFdUhrxiNnGyhqhADcor9Th6MRde7vwCtHXG5qjnapc25uDaGqIDNTifWYDM/BL+Pa0kyMsVALg8Ljmchj0seNGmtSL91RBQ3ReOM4EtF+LjBrms/goxXB3QOmICNRgaH4iECB/MGBuPd24dgEUzx+CXJ8bgtRv74pZhsegT7ddoAgQwzkrV4Eyqrp0jb1+iJ0EWLVqEmTNn4pVXXsG+ffvQvXt3jBs3DhkZjdcy7dixAzfddBPuvvtu7N+/H5MnT8bkyZNx5MiRdo6cHFlkQHUG+2x6fs0VcB6wW8t4Ul2lN7AhpASE+lT3r6g3uGadeatFB3qgSm+A3sAVB6xNyRIAckCRAep6jTw5XmkdZ5UCwd5u1UkQLr1tMaVchhBvt3orxOTVrA7I777WcVYp8OLU3njsqm6Y1DcC3SN8zH6fxgRp7H6ZXdFHBHPnzsWMGTNw5513onPnzliwYAFcXV3xzTffNPr4Dz/8EOPHj8fTTz+N+Ph4vPHGG+jVqxc++eSTdo6cHFmQlxuclHKcSy9gJ2sr0bio4KOuPkhzmVXbp5DLEO7nXm+pQL5urRdVU8MPcBlLa9G4VP8dg71dRY6EqP1FBWhwMasI5ZVV7N1kJVE1iaXcwjKWbrRC+GUrxFxabZF/U7HFBHrgQlYBSiuqxA6lzYiaBCkvL8fevXsxZsyY2ttkMhnGjBmDnTt3NvqcnTt31ns8AIwbN67Jx5eVlSE/P7/eP6LWkssERPpXfwnqinglwFp81S4AwBkFEhFZswxbaUUVSsqr+LpZgbPqUqsuHlesY2TXYHx892B0CvESOxSidmfsYXEhs7CmJwiP060VFaDB8eQ8lFZU8TjdChH+6gYzQWQCoHbhe1RsMYEa6A1AUob9njeLmgTJyspCVVUVAgIC6t0eEBCAtLS0Rp+TlpZm1uPfeusteHh41P4LCwuzTvDk8KICNDh8IQcVVXpeWbES4xWVpuoUybZEBWiQlFmA7IJSAIAnZ4JYlZsze5dbgyAI6BjsKXYYRKIwrhBzJk2HfJZvWEVUgKa22ST/npYL93OHrri8dunm3MIyaFxVkMu45LDYIvzVkMsEnLHjkhjRy2Ha2qxZs6DT6Wr/Xbx4UeyQyE5E+quRoSsBAE6HtBJBqP7iUyrs/tBkF6IC1Civ1OPYxVwAYC8XK/NVO4sdAhFJnItKgSAvVxxIyoYB7LdgDcYeZgBLN1rDuEJMUk1JDBcasB0qhRzz7xmCsQmhYofSZkS9zOTr6wu5XI709PR6t6enpyMwMLDR5wQGBpr1eCcnJzg58QNF1lf3S9CDB22reOTKrvBwVSG6zt+WbJfxM7A3MRMAuKqPlbw9vT/8NS61SUEiotaICtBgX2IWAJ60W4Of5lKCmiftlgvxdoVSLsP5jAL0iPBFbiFnKtmSSDsfi4t6uVWlUqF3797YuHFj7W16vR4bN27EwIEDG33OwIED6z0eANavX9/k44naSmSdBob8ErQOH7UznpiYAAVXcZAEjYsKvhpn7EvMggDAg2VMVtEz0hchPm5ih0FEdiLYyxU6rrxhNXUT1O4uShEjkTa5TIZQHzck1fQF0RWzZw21H9HPNGbOnIkvv/wS33//PY4fP44HHngARUVFuPPOOwEAt912G2bNmlX7+Mceewxr1qzB+++/jxMnTuDVV1/Fnj178PDDD4u1C+SgXJ0uTaRyZ+0+OaioAA10xeU1dbyif6UQEdFl6o5XeJJpXQr2r2iVuivEVK+2wyQdtQ/Rz9xuuOEGZGZm4uWXX0ZaWhp69OiBNWvW1DY/vXDhAmR1BtaDBg3CwoUL8eKLL+L5559HbGwsli1bhq5du4q1C+Sg6l4J4LR1clRR/mr8dzqDs0CIiGyUcdUpZ6W83gpU1Hoc/7VOuJ879pzNhMFgQG5ROZN01G5s4kj48MMPNzmTY9OmTQ1umzZtGqZNm9bGURERUUtCfdwBAG5ONvF1QkREl3FRyQEAapZukI0J91OjsLQCmfmlKCytYE8Qajecu0xERBbz93ABAJRX6kWOhIiIGuPC2R9koyJqVog5mJQNgOVa1H6YBCEiIosZ++HoDQaRIyEiosYYZ4JU6XmcJtsS6OUKlUJWmwRhTxBqL0yCEBGRxZQKudghEBFRM4wzQZgEIVsjlwkI83HHgSTjEs5MglD7YBKEiIgsplLwa4SIyJYxCWJ994zphAEdA8QOwy6E+7kjM78UAMthqP2wSJCIiCzGJAgRkW1zVhrLYdi7yVqmDYzGtIFiR2EfQmoarLs6KaDi7FJqJxy9EhGRxThgISKybZwJQrbMmKRjPxBqT0yCEBGRxTgThIjItrExKtkypVwAwFIYal8cvRIRkcUUcn6NEBHZMmcmQciGGccRHq5MglD74eiViIgsJhMEuDsrcPPQWLFDISKiRshlHO6T7TImQXhRhdoTG6MStRIz1+Tolj49TuwQiIiISIKUNckPmSCIHAk5EiZBiFph4eOj4aRkY0giIiKybfEhnmKHQNSAkjNASARMghC1go/aWewQiIiIiJr146OjoHZRih0GUQPGMhhOBKH2xCQIEREREZEd8/dwETsEokYpalaHYQ6E2hPnHxEREREREVG7U9bOBGEahNoPkyBERERERETU7lgOQ2JgEoSIiIiIiIjanVJRkwRhQQy1IyZBiIiIiIiIqN0pZJwJQu2PSRAiIiIiIiJqd3JZTWNUJkGoHTEJQkRERERERO3OYDAAYDkMtS8mQYiIiIiIiKjdGYw/MAdC7YhJECIiIiIiImp3AR4uAIBRXUNEjoQciULsAIiIiIiIiMjxuDkrsfalq8QOgxwMZ4IQERERERERkUNgEoSIiIiIiIiIHAKTIERERERERETkEJgEISIiIiIiIiKHwCQIERERERERETkEh1sdxmCoXo06Pz9f5EiIiIiIiIiIyBqM5/jGc/6mOFwSpKCgAAAQFhYmciREREREREREZE0FBQXw8PBo8n7B0FKaxM7o9XqkpKRArVZDEASxwzFLfn4+wsLCcPHiRWg0GrHDIbI6vsfJ3vE9TvaO73Gyd3yPkyOQ6vvcYDCgoKAAwcHBkMma7vzhcDNBZDIZQkNDxQ6jVTQajaTejETm4nuc7B3f42Tv+B4ne8f3ODkCKb7Pm5sBYsTGqERERERERETkEJgEISIiIiIiIiKHwCSIhDg5OeGVV16Bk5OT2KEQtQm+x8ne8T1O9o7vcbJ3fI+TI7D397nDNUYlIiIiIiIiIsfEmSBERERERERE5BCYBCEiIiIiIiIih8AkCBERERERERE5BCZBiIiIiIiIiMghMAlCRERERERERA6BSRAiIiIiIiIicghMghARERERERGRQ2AShIiIiIiIiIgcApMgREREREREROQQmAQhIiIiIiIiIofAJAgREREREREROQQmQYiIiIiIiIjIITAJQkREREREREQOwaGTILt378agQYPg5uYGQRBw4MABsUMiIiIiIiIiojbisEmQiooKTJs2DTk5OZg3bx5+/PFHhIeHIzU1Fc899xxGjhwJtVoNQRCwadMmscOt5+TJk3jiiScwaNAgODs7QxAEJCUlNfn4goICPPPMM4iMjISTkxNCQkIwdepUFBcXt1/QRERERERERCJTiB2AWM6ePYvz58/jyy+/xD333FN7+6ZNm/C///0PsbGx6NatG3bu3ClilI3buXMnPvroI3Tu3Bnx8fHNzmDR6XQYPnw4kpOTce+99yImJgaZmZnYunUrysrK4Orq2n6BExEREREREYnIYZMgGRkZAABPT896t/fu3RvZ2dnw9vbGkiVLMG3aNBGia94111yDvLw8qNVqvPfee80mQWbNmoXz589j3759iIyMrL392WefbYdIiYiIiIiIiGyHQ5bD3HHHHRg+fDgAYNq0aRAEASNGjAAAqNVqeHt7ixhdy7y9vaFWq1t8XF5eHr799lvce++9iIyMRHl5OcrKytohQiIiIiIiIiLb45AzQe677z6EhITgzTffxKOPPoq+ffsiICDAKtsuLi42qdeGXC6Hl5eXVX5nU7Zt24bS0lLExMRg6tSpWLZsGfR6PQYOHIj58+ejR48ebfr7iYiIiIiIiGyJQyZBBg4ciLKyMrz55psYOnQopk6darVtv/POO3jttddafFx4eHizzUyt4fTp0wCqS2Kio6Pxww8/QKfT4bXXXsOoUaNw9OhRBAUFtWkMRERERERERLbCIZMgbem2227DkCFDWnyci4tLm8dSWFgIABAEARs3boS7uzsAoGfPnrWzQWbPnt3mcRARERERERHZAiZBrCwqKgpRUVGt3k5JSQl0Ol292wIDA83ahjHRMnHixNoECAAMGDAAkZGR2LFjR6vjJCIiIiIiIpIKJkGsrLCwsHYGRnPkcjn8/PyavH/RokW48847691mMBjMiiU4OBgAGu134u/vj9zcXLO2R0RERERERCRlTIJY2XvvvWeVniDjxo3D+vXrWxVL7969AQBarbbBfSkpKejUqVOrtk9EREREREQkJUyCWJm1eoIEBQW1umlpXFwcunfvjuXLlyMrKwu+vr4AgHXr1uHixYt45JFHWrV9IiIiIiIiIilhEqQRxmahR48eBQD8+OOP2LZtGwDgxRdfbPa51uoJ0hydToePP/4YALB9+3YAwCeffAJPT094enri4Ycfrn3svHnzMHbsWAwZMgT33XcfdDod5s6di44dO+KBBx5o0ziJiIiIiIiIbIlgMLfRhJ3YtGkTRo4cicWLFzdYIlcQhCafZwt/rqSkJERGRjZ6X2NlNhs2bMBLL72EAwcOwNXVFVdddRXeeecdsxutEhEREREREUmZwyZBiIiIiIiIiMixyMQOgIiIiIiIiIioPTAJQkREREREREQOgUkQIiIiIiIiInIITIIQERERERERkUNgEoSIiIiIiIiIHAKTIERERERERETkEBRiB9De9Ho9UlJSoFarIQiC2OEQERERERERUSsZDAYUFBQgODgYMlnT8z0cLgmSkpKCsLAwscMgIiIiIiIiIiu7ePEiQkNDm7zf4ZIgarUaQPUfRqPRiBwNEREREREREbVWfn4+wsLCas/5m+JwSRBjCYxGo2EShIiIiIiIiMiOtNT2go1RiYiIiIiIiMghMAlCRERERERERA6BSRAiIiIiIiIicghMghAREREREZEkHEw5hbT8LLHDIAlzuMaoRC15afVnSC/IxvU9xmJ0bL8WG+sQEbWkoqoSCpmcxxMiIqJWum3hy1A7uWLbI9+IHQpJFJMgRHUYDAb8eXQzAODfC0fQr0MXvDH+AQRqfEWOjIikqlJfhbELHoTeoMfDQ27A1O6jIRM4EZPInhSUFeOf07txTdfhYodC5BAKyorFDoEkjKMwojrySgoAAO9f8wQ+vW4WLuam45afX8SR1LMiR0ZEUpVZmIvcknwYYMCcDV/jrl9fQ3pBjthhEZEVzdv8E15a8xkyC3PFDoWIiFrAJAhRHak19YVBGl8MjuyOn6fPRpDGF3cveg3/nj8scnREJEWp+ZkAgO9ufA3f3PAKUvOzMP3nF3Eq87zIkRGRtRSXlwIASirKRI6EiIhawiQIUR0ptUkQPwCAj5snvrr+ZfQM7YRH/3gP+5JPiBkeEUlQSp3kau+wePx0y2x4u2pw72+zcSbrosjREZE1qBQqAEBReYnIkZC5CsqKMWL+DNz80wuc+SsBeoO+9ufPdy7FiqNbkF2kEzEikiImQYjqSM3PhLNCBS8Xde1tzkoV5k16El2DovHw7//jFyQRmSU1PwueLmq4qpwBAH7uXvhi2ovwd/fGfYvn4HxuqsgREgAcSj2NpJwUscMgiXKSKwEA+WVFIkdC5tLqMpBbUoCjaWdx28KX8Mfhf8QOiZpRVllR+/Ov+9fhpdWfYcKXD+Ptjd+xTwiZjEkQojpS87MQpPFtsIKDi9IJH095BjG+oXhg6Zs4mcFp7NT+ErO1qNRXiR0GmSk1PxNBlzVX9nBxx2dTn4fGyQ33/jYbKbpMkaIjo1t/fgmTvpkpdhgkUSpF9VoDBaVMgkhNTnH1LIKV93yAyd1G4tW1n2PR/nUiR0VNKassBwC8O/Fx/PPg5/j7wc9xd//J+PPoZkz77hkcTDklcoQkBUyCENWRkp9VWwpzOVeVM+ZfNwuhHgG4b/FsnM7kNHZqP8l5GZjy7ZMY89n9OJetFTscMkNKTXL1cj5uHvj8+heglCtw35I5nM5LJGEKWXUShDNBpMd47PVz88ZLY+/Bzb3G4+2/v8WOpIMiR0aNKa3pu+NWM7vS21WD+wZehyW3v4MAjQ9m/PYGNpz6V8wQSQKYBCGqI6WRK7Z1qZ1csWDq8/B398a9i2cjkSej1E6MJROlleW4deHLOJ15QeSIyFSp+VkIUjd+XPF398aCqc+juLwUDy59C4WcykskSVX66j4FBaX8DEtNTnE+3FQucFaqIAgCnhpxGwZH9MAzKz5kiZwNKq2ZCeJU04fHKNjDD19OexEjovvgqT8/wLLDm9o/OJIMJkGI6kjRZSDEw7/Zx3i4uOPzaS/A21WDGb+9wRUeqF2k5mdCJghYPeNjBGt88fDv/0NGIZdZtXUGgwGp+ZkI9mh8hhkAhHoG4LOps6DVZeCxP96tnepLRNJh/Nz+un8tjqUlihwNmSOnWAcfV4/a/5fLZHj76kfg7eqB5//6BBVVlSJGR5cz9gS5PAkCACqFEm9f/Qiu6z4ar637HGtP7Gzv8EgiHDYJUlFR/QGqrKxEZWVl7W2N/VxeXo6qqqpGf9bXZP7Lysqa/NlgMMBgMDT4GQD0en2TP5eXV3+hVlVVNfg5r6QAey8cw39JR1BQVozKykrJ75Mx9rr70Z77pCspQEFpMQJcvVrcJ1e5E76Y9iJ8XT1x98LXsDPpkE3ukz2+To66T6n5WfB384ar3AkfX/ss9HoDXljxCfQGvWT3yR5fp8t/zijIQWVFJUI8/Jvdp0jPYHw05RkcSz2LJ35/D6UV5Ta7T/b4Oun1esgN1b2grvv2aYz65F5c++1TeHfjDziZek6y+2SPr5Mt75O3iwe8XDS4b9FsHEk9Yxf7ZI+v0+X7lJafhQAXr3r74e7kitnjH8SZ9PP4atcfktsne3ydjD+XVZYDBkBes0jM5ftUWVGJF8bchQlxg/DSX/Ox+exem98ne3ydxNwnUzhsEmT9+vUAgI0bN2Ljxo0AgNWrV2Pbtm0AgGXLlmH37t0AgN9++w0HD1bXBf744484caJ6mdSvvvoKiYnV2f758+dDq60ujZg7dy6ysqqXRHz77bdRUFCA8vJyvP322ygvL0dBQQHefvttAEBWVhbmzp0LANBqtZg/fz4AIDExEV999RUA4MSJE/jxxx8BAAcPHsSiRYtw68KX8ObPn+DLn77FqE/vw5zvP8KfK1dIdp9+++03AMDu3buxbNkyAMC2bduwevXqdtunMynnoYAMe3//x6R98nHzwEv9b8OIkgg8tPRtfLT8O/zwww82tU/2+Do56j6l5GchQuWL+fPnI0Dtjce6XwvN6VL8un+d1fZp0ZLf8MPK3/D36d1Y+MtCvk5W2KeDxw9jZEkkQjz8WtynXqGd8FDkVSg/k42Hfn8ba9attcl9ssfXKTExESNLIgEA3ZxCMaYyFj1COmL/gf348OtP8cb6r7B91w7J7ZM9vk62uk/yvZno6BGCTyY/jTF54Xjqj3m4kJ4s6X2yx9epsX1Kz8lE2Bk02CcvvTMmVnbGl7v+wN97tklqn+zxdTLuU25JPtQGFZb98FuT+yQTZLgpYgTG6ePw1J8f4I+//7LpfbLH10nMfTKJwcHodDoDAENWVpbBYDAYKioqDBUVFQaDwWAoLy9v9OeysjJDZWVloz9XVVUZDAaDobS0tMmf9Xq9Qa/XN/jZYDAYqqqqmvy5rKzMYDAYDJWVlfV+3nZmvyHh3RsMa45uNxzTJhq+2rXMMPiDOwxj599vOJhySpL7ZPy5oqLCUF5e3ujPbb1P607sNCS8c4MhNSfDrH0qKik2fLZ9saHXuzcZrvniMcPyw5sMeUX5NrFP9vg6Oeo+3b7wZcNzKz6sd/uctV8Z+s271ZCYmdzqfdKVFBqGf3SPocc7NxoS3r3B0P/9Ww0fbf7FUFxeytepFfu04vBmQ893bjQUlhWbvE//nTtsGPThHYZrv37ScDbjos3tkz2+TuUVFYae79xoWHpoY739KCkrNXy/60/DgA9uN0z66gnDqdQkyeyTPb5OtrxPjy151/Dg4jcNer3ecDEr1TBq/n2Ge359zVBSUmL1fSotK+XrZMV9GvHJvYb5mxc1uh8FRYWGm36YZZj45eOGvMJ8yeyTPb5Oxp9/3rva0Pv9WwzFJcUt7lNBUaHhgcVvGgbMu82wJ+moze6TPb5OYu2T8Vxfp9MZmiMYDAaD6SkT6cvPz4eHhwd0Oh00Go3Y4Vhk1l8f41j6OSy78/3apVzTC7LxzIoPcSLjPOZOmonBkd1FjlJ6vt+9Ap/tWIKdj37XYIlcU5zMOI+Pt/6Kref2QyGTo4NXENxVLqjUV6GgrAi60kJU6fXwcHZH54BIjIrth7Ed+0OlULbB3pC9Gf/5w7iy82A8OvSm2tuKy0sx9ftnEOkdjPnXPdeq7a8+sQPPrfwIS25/F+5OLlh6aCO+370SkT4h+HjK0whQ+7R2FxzSFzt/x8/7VmPzQ1+a9byzWcl4Yvn7yCjMwUODr8cNPa7gsaINFZeXYuBHd+Ctqx7GlfFDGtyflJOCJ5bPRW6xDp9NfR7xAZEiREm27IElb8FF6YS5k6qXWd51/jDuWzwHL18xA9cljLba73lj/VdYenAjwjwDcGOvcbihxxVQyORW276jMX72Z094EBO7DGv0Meeytbjhx+cwpdsozBp9p1nb33X+ML7c9QfOZF2ESq5Ej+COmNxtJAZFJFg01iTg3X9+wJbEfVhx9wcmPb6kogwPLX0bpzLP44tpL6JzYFTbBkiiMvVc32HLYaRKV1KIDaf+w5SuI+sdPAPUPvh82ovo26EzZi5/H4dST4sYpTRpdZkI8fC3+Espzj8cn1z3LNbc+wmeHXU7+nXogkifEHQOjMLo2H64s+81uG/gtRjbsT8yi3Lx/KpPcNVXj2H9yV1wsFwkmalSX4WMwpwGyze7qpzx5Ijp2HbuALac3deq37Hy6BZ0CYhCrF8YgjS+eHjIDVg4fQ4KSgsx/eeXkJyX0artOyqtLgMhTSy73Zxo31AsnD4Hk7qOwPubfsKELx/B3E0/Yf3JXdiWuB+7zh/G3ovHcSj1NC7kprFxXysZm1o6K5wavT/COxjf3vgKgj38MeO3N3A8/Vx7hkcSUF5ZDqc6icoB4d0wuesIzN30E7KK8qzyO7KK8rDk4AZc3XkoEoJj8d4/P+CJZe+juLzUKtt3RCn5mQDQbFP8SJ8QPD7sFvy6f61Zy+aWVJRh5vK5KCovwfTeV2Jil6E4l5OCB5e+hQeXvo0UXWar43dExvG6qVyUTvj42mcQ6R2C+5bMwckMLmhAgELsAMg8y45sgt6gx8QuQxvc56xU4b2JT+D+JXPwyO/v4PubXkOEd7AIUUqTVpeBUDMOqk0J0vji+h5XtPi4c9lafLj1Fzy14gNM6joCL465m1d6qVFp+dmoMugR3MjJ9KiYvujfoSve3fQDBkYkQCk3/7B+PjcV284dwGvj7q93e6xfB/xw8xu469fXcN/i2fj+5tfh6+Zp6W44JHMHa3W5O7li1ug7cWOPK/DzvtVYdWI7vt+zstHHOitU6B0aj+t7jMWw6F6QCbzGYY6yJpZcrMvTRY0vpr2A+xbPwYNL38aPN7+OUM+A9gqRbFxpZXmD98/M4dOx8fR/+GrXMjw3+o5W/461J3ZAIZPjyRHT4eWqwZXxQ/DUn/Pw4NK38Pm0F5p9/1LjtLrqBH9Lx+kbe16BzWf34uU1C7D09nfh4eLe6OO2nzuA3qGd4axUYfPZvSgqL8G7Ex9DmGcgAOCRITdiS+I+vLXhW9z80/OYO+lJ9ArtZN2dsnMpugx0C4416zluKhfMv+453Ld4Du5bPBtfXv8yYv3C2ihCkgKOkiSkSq/HbwfW4Yq4gfBp4kTEWanCR1OehpeLGk+v+IBLLZpBa8LyuNYU6ROCDyY/hTfGP4DVx7fjgaVv8WoONUqbbxykNUyCCIKAZ0bdDm1eBn7eu9qi7f92YB08XdQY32lQg/v83L3w+bQXUFZZgSeXz0V5zdJ0ZBqtLqPZ5XFNEekTghfH3oP1932KTQ9+gXX3fYpVMz7C8rvmYvHt/8MX17+IBwdfj/yyIjy27D3c9etrOJettdIeOIbS2pkgzZ9Euju54uNrn4W7ygUPLH0L+aWF7REeSUBheQncVM71bvNwcccdfSdi8cH1tSfbltIb9Ph1/zqM6dgfXq7VU7wHR3bHgmnP41h6Il5Zs4CzSi2g1WVCJVfCz92z2cfJBBleH/8AyirLMXvDV43+rXOL8/Hg0rfx4daFAICVx7YiISi2NgECVH9nD4/ujV9vewvRPqG4f8kc/HfhqFX3yZ4ZDAaLL1pqnN2wYOrz8Hf3xj2/vY5DKZw178iYBJGQbef2I1mXgZt6jWv2cRpnd7w78XEk5aTi/U0/tVN00mYwGJCSn9noSWZbu6brcHw+7QUcS0vEI3+8w8QVNaDVZUCA0OhMEACI8Q3DtB5j8eWu35FTnG/WtovLS7Hs8CZM6TYSzsrGTwCDPfwwd/JMHE1PxNt/f8uBtokq9VVIL8i22mwBQRDg5apBgNobIR7+iPAORke/cPTv0BW3970aP90yG19MewHZxTrc/NML2Hx2r1V+ryMoKCsGUF1i1hJvVw0+nfoc8koK8MKqT6E36Ns6PLJxeoMeKbrMRo/RN/eaAA9ndyzYsbRVv2Nb4gFcyEvDzb3G17u9e3BHzJ7wEFaf2IHFBze06nc4ImOi2pTZcwFqb7ww5m6sO7kLy49sbnB/YXn1cSQ1PxsXctOwLfEApnQb2ei2PF3U+HTqLPQM6YRH/3gHB7QnW7cjDiK/tAiF5SUWX7T0cHHHl9e/hEjvYMz47Q1sOPWvlSMkqWASREJ+3b8OXQKi0C0wpsXHxvp1wNMjb8OiA+uw8fR/7RCdtGUV5aGssqJdZ4LU1Su0E+Zf9xwOp57G6+u+5Ekm1ZOiy4Sfu1ez5VIPDJoKQZBhwY4lZm175bEtKK4oxfXdxzb7uISgWLw45h4sPfQ3/jq+zazf4aiMZUztmVztH94Ni259G/3Du+HxZe9hFV8rk1yaEm/aaxXmGYi3rnwYWxP345t/l7dlaCQBWUV5KK9qfAzhqnLGjAFTsPLYFpzNSrb4d/y8bzW6BEYjIahhGcAVcQMwrfsYvL/pRyTlpFj8OxyRuX2bxncahMldR2DOhq9xNO1svfsKSotrf164bw08XdwbbbRs5KRQ4YPJTyE+IBKPLXuPvbdMYO6xujEeLu74fNoLGBbdC0/+OQ9z1n+Nkooya4VIEsEkiEScz03FjqSDuKnXeJMbd07rPgZjYvvhlTWfs/lSC0ytCW1LvUI74bVx92Plsa349r8/RYuDbI9Wl4FQz+bfm54uaswYMAVLDm4weaBtMBjwy/51GBHTx6SSjcndRuCqzkPw5oZvOFgzwaUypvY9rriqnDF30hO4uvMwvLjqU2w6s6ddf78UaXWZUDu5QuPceJ1/Y4ZE9cSMAVMwf/tv+Pf84TaMjmydVtd8c83rEkYjUO2DT7f/ZtH2z2YlY9f5w7il14Qmx4Azh09HgNoHz//1CSr1VRb9HkdkSSn082PuQke/Dnhi+fvILMytvT2/rAgAUFBWhGVH/sG07mObnGFp5KJ0wgeTnoK7ygVPLH+PZdEtsNZ43UmhwjtXP4YXxtyN5Uc3YfI3M7H8yCbOxnYgTIJIRJhnAD659llcETfA5OcIgoBXxt0Ld5ULZv31Mb8Um9HSAKa9TIgfjLv7T8LH237FsbREUWMh21F9parl9+ZNPcchSOOLeZt/Nmm7/144gsTsZNzUc3zLD64xa/Rd8HB2xwur5/OY0gJjGVOQ2rfdf7dMkOHVcfdhREwfzPrrE5zJutjuMUhJ9ZR484//9w+ain4duuLZlR8jvSC7DSIjKWjpxEylUOKBQdOw4fR/DWYPmOKX/Wvg6+bZ7BjQVeWM2Vc+iGPp57DowDqzf4cjqu4vYX7zaieFCnMnzYTBANz722xkF+kAVJdqAMCei8dQqa/CDT1bbpIPVM9M+GDy07iYl445G742byccjFaXCTeVCzzMSFg3RRAEXN9jLJbc/i46B0bh5TULcMXnD+HJ5XPx/e6VOJhyin3Q7BiTIBIhE2QYGtXT7M7fGmd3vH31IzicesbsafKORKvLgJeL2qR68Lb2wKBpiPXtgFfXfs5lLwmAcYWRlmdqqBRKPDH8Fmw9tx87kw41uD85Lx2lFZeucnz735/o5B+BvmGdTY5F7eSKN696GIdSTuHrf5eZ/DxHlKLLhL+6+TKmtiSXyTB7woMI9vDDE8verx2gU0PVV4PNn14tl8nw9lWPwEmhxNMrPjD7mJ2YreVyu3bAlDHEVZ2HIso7BB9t/dWsbetKCrHi6FZM6z62xdW/EoJiMa37GMzf9hsyCnPM+j2OSFdaiKLyEos++wFqH3x5/YsoKCvGrQtfwvH0c/UaJU/oNNis1dRi/cLwwpi7sfLYVvapaIbxWG3qrHhTdPAKxLxJT2L5XXMxNWE08koK8On233Dbwpcx5JO78OCSt7D+5C5U6dn/yZ4wCeIAeoTE4aEh1+OrXcs4ZbcJyRZeBWwLSrkCr467D6ezLuCHJpbDJMdRWlGOrKI8k69UjY7th54hcXhv048NTsiu+uoxvLDqEwDAsbRE7Dp/GHf1m2T2YKJnSBxmDLgWn+9Yyu7qzWjvFaca46pyxoeTn0JuSQHe2viNqLHYshRdpkmzrRrj5arBu9c8jqNpiSbPwjKa8u2TuPHHWRb9XrIdWl1mi2MIuUyGh4bcgF3nD5u1GsjCfasBGDCt+xiTHv/I0BvhpFDh3X9+MPl3OKrWllZEeAfj+5tfg4ezO6b//CLeWP9V7X3Te19p9vau7jwUo2L74o31XyG7KM+imOxdcht+r0Z4B+ORoTfi6xtfwbZHvsHC6XPw0ODrUVxRiqdWfIAbfngOJzKS2uR3U/tjEsRB3NnvGvQP74rnV82vnbZHl1h6FbCtdA6Mwm19rsaCHUtb3eSsqLwE1//wHK788lF8v3slVzKQmJR880q1BEHAs6PuwLlsLX7c81ft7cbSlb3JJwAA3/y3HGGeARjTsb9Fcd078Fp0DozCC6vms4a5CaaWMbW1UM8APD/mTqw6vh1rT+wUOxybU6XXt3p1sISgWDw98jb8vG81Vp/YYfbz7170OpYf2cQSM4kydQwxOrYvugRE4eOtv5rUAL2ovAQL96/BdQmj4ePmYVIsGmc3PDXiVqw7uQs7kg6a9BxHZY1S6BAPf3x306t4ZMiN8HKpXrp4ctcRiPMPN3tbgiDgpbEzIBNkeI1N8hvVXuN1pVyBLoHRuL3vRHx302v48ZY3IBME3PLTC/wetRNMgjgImSDDnCsfgt5gwIuruaTf5VJs4Irt5e4fNBUBam+8tu6LVr1ef5/ejZMZSYj1DcO8zT/j6T8/4EBbQizphB4fEInpva/Egp1LcDEvDQBQUFMKIQgCknJSsOHUf7ij70TIZZZ9DShkcsye8CAyCnMxdzOX4m6MqWVM7WFCp8G4ouMAzNnwNa8wXiazMAeV+qpWfwfc0OMKXNV5CF5d8zlOZ7bcg8V4gqOQySEXZHh5zQLc+curSC9gGYPUmDqGEAQBjwy9EYdST2Nz4r4WH7/4wAYUl5fitj5XmRXPlfGD0Ts0Hu/8/T3Lapuh1WXAXeUCjbNbq7bjpFDhjn4TsemhL3DwqV/x2vj7Ld6Wt6sGL18xA5vP7m10GV5HpjdUJ6zFmLmdEBSLn6fPwbhOA/Hsyo+w8tjWdo+BrItJEAfi6+aJ2RMexM6kQ1x9pI6KqkqkFWTbXBLERemEl6+4F/uST2DJwQ0WbcNgMODHvavQr0MXfDjlacyb/CQ2nd2Ld/7+3srRUlvR6jKgkMnh5+5t1vPuHzQVPq6eeHXN56jS66GrU6v8/e6V8HHzwMQuw1oVW4R3MJ4cMR2LD27A1sT9rdqWvSmpKDOrjKmtCYKA58fcBUEQ8MGWX8QOx6ZYqzG28SpuuFcgZi5vuQdLsi4dAPD+NU/gi+tfxA83v470wmzcveg19nOQEHPHEAPCu6FvWBd8tOWXZnsMlFWW44c9KzGxyzAEasxrrmycEXg+NxW/7F9r1nMdibFk0Zr9JaxhZEwfXNNlON755/vaCyEEZBbmoaKqUrTvVaVcgdkTHsQ1XYfjlTULsC/5uChxkHUwCeJgBkd2xz0DJuOTbYuw5+IxscOxCekF2dAbDDZzxbaufh264LqEUfhgyy8WrTzw95nqWSD3DbwOQPUX63Oj78SiA+uw4dR/1g6X2oBWl4FgjZ/ZMzZcVc54Y8ID2Kc9gc92LK5dui+nWIcVx7Zgeu8rzW603Jhp3cdgSGQPvLJmAXKL81u9PXuRYiMrTtXl5arBw0NuwJ9HN7OXSx3GkwxTloluiYvSCe9PegK5JQV4YdX8Zk9yv9u9Ep4uavTt0AUA0D24I7698VWUVVbgyeXzeAVfIswdQwiCgCeG34yz2clYfnRTk49bfmQTckvycWe/ayyKK84/HNO6j8WCHUuQxdlfjTKll4tYnhl1OzRObnh5zQLO3q5ROzNWxDJTmSDDS2PvQY+QOMxcPo8tBiRMckmQLVu2YOLEiQgODoYgCFi2bJnYIUnO/YOmoldoPJ5b+TGnRcN6a463lceH3QJXpTNmr//arPpQvUGPBTuWoF+HLuhTZ/WPqQmjMTKmD97++1sUlZe0RchkRdVNey07OesT1hkPD7kBX+76Az/vXV17u5vKBdf3GGuV+ARBwKvj7kOVQY/X17OG2ciSMqb2cG23UYgPiMTbG79t1cC6tKIc3+9egU1n90r+NdfqMuDr5gkXpZNVthfmGYi3r3oY287tx9sbv23076PVZWDZ4X9wR9+JcFO51N4e4uGP9yc9gWPpifhgi3lNVkkclowhugRGY0KnQfh0++JGeyqVV1bg2//+xNiOAxDuFWRxbA8Nvh5KuQIfcvZXo2ytH1xdaidXvD7hAey5eAwL960ROxybYCvfq0q5Au9c/SgA4PV1X0j+O9BRSS4JUlRUhO7du2P+/PlihyJZCpkcb1/1CPQGPZ5Z8aHDX23S6jIhQECQ2rzppu1F4+yGF8bejS2J+7DmpOnNmDae+g+nMi/ggUHT6t0uCAKeGXk7CkqLuGyyBFT3lbA8QXdnv2twbbdRWFOnWePtfa6ud+LVWn7uXnhp7Az8fXo3Fh9cb7XtSpmlZUxtTS6T4blRd+BoeiKWHd5k8Xb+Or4Vczf/jMf+eBfP/fWxpL9H2qJ3y5Connhp7Az8dnA9Pt+5tMH9X+z8HRpnd9zQ44oG9yUExeKxYTfj571rcDj1jFXjIuszjiGCNea9hx4eciPySgrw/e4VDe5bcmgj0gqycf+gqa2KzcPFnbO/mmDsL2GrF8CA6tnAt/SagI+2/oLEbK3Y4YhOq8uEl4um2aWo24uPmydeGXcvNp3di9UntosdDllAckmQCRMmYPbs2ZgyZYrYoUian7sX3rvmCRxMPY3XHbwDtVaXAX+1F1QKpdihNGlkTB9c0XEA/rfxO5NKDvQGPRbsXIoB4d3QK7RTg/uDPfxwd//JWLhvDdLys9oiZLKS1jbtlQkyvHTFPbin/2QAQIDaGzf2HGel6C4Z07Efbuw5Du/88wOOpp21+valRqvLtKiMqT30CInD1Z2H4qOtvyC/Tq8YU+kNeizavw6DIrrjnasfw8bT/+HF1Z9K9ntEm982jbGvTRiFR4feiM92LMHcTT/Vzry5kJuGFUe34O7+k5oczN/SawI6BUTgjXVfspG1jdPqMhCg9oZSrjDreaGe/ri9z9X4+r/l9U5wi8tL8eWuP3B152GI8glpdXzXdhuFTv4RrZ79ZW8u9ZewzZkgRo8OvQnBGj+8uGq+pJPN1mBrM3dGxvTB6Nh+mLd5IVfJkyDbG51Ru+kV2gmvjrsPfx7d7NAzArQ2uDJMY54bfQeqDFV4d9MPLT527YmdOJN1EQ8OntbkY6b3vhLuTq74+t/l1gyTrCi/tBAFZcWt/tKXCTI8MvRGHHjyF6y8+8M2u4ry5PDp6OjbAU/9+YFFJ9f2RJtveRlTe3h82M0or6rE/O2LzX7uquPbcTLzPO4beC3GdRqIN698GGtO7MAfR/5pg0jbXlt+B9zdfzKeGXU7vt+zEg8seQspukws2LkE3m4emJowpsnnyWUyvDjmHpzMPI+/uAqBTWvN++fegdciWOOHV9cuqE12/bxvNQrKivBAK2eBGMllMjw3+k4cTU/E74f+tso27YGtl0IbOStVmD3hIZzISMIXO3836TkL963BLT+9gK92/YHSivI2jrD92OJKjjOHT0deSQG++Y9jaamx+yRIWVkZ8vPz6/2jS67uPBSPDr0JC3YuxVe7/hA7HFFodZmiNlkylY+bJ54acSv+OrYN288daPJxZZXl+GjrLxgZ0wfdgzs2+ThXlTNu73M1fj/8N2eD2ChrrVphJAhCm854UimUePeax1FYXoyn/vzAoa9atbaMqa35uXvhvoHX4rcD63Aq87zJzyurLMcnWxdhdGw/9AiJAwBcETcAk7uOwLt//yC5lQzKKyuQUZDbpgmrW3pNwIKpz+NsdjImfv04Vh3bjhn9p8BZ2Xxj4q5B0Rgd2w8Ldix16M+SrUtuxdVpJ4UKr42/H0dSz2Le5p+QV1KA7/77E9d3H2vV92TPkDhM6joCH2xZyJWHatQ2RDazjEkMXYOicd+g6/DVv3/ggPZks48tKCvGh1t+QUZhLj7f+Ttu+nFWbaNuqbPF79VQT3/c3vdqfL97JcfSEmP3SZC33noLHh4etf/CwsLEDsnm3N1/Eh4YNA0fb1uE9zf96HCDLVubXteca7oMx4Dwbnh93ZcoKCtu9DE/712NjMJcPD7s5ha3d2PPcXBROnEJPRsllStVdYV4+GPuNTOxN/k45mwwr5mvPbHFK1aXu7nXBHTwCsJbTTTvbMyv+9ciozAHjw69sd7tz4y6HW5OLvh4669tEWqbScnPhAGGNn+tBkYkYPldczFz+C2Y1HU4rk0YZdLzHhg0Dan5WVh2ZFObxkeWa+2JWc+QODw98jb8tHc1hs+fgSqDHnfXlC9a01MjpkMlV+Ktjd9afdtSpNVlwtvVwyb6S5ji7v6T0S0oBs+vmt9sU/vqC5oGLJw+B7/e+hbKqypw96LXJL+KSUVVJdILs21yvH5Xv+rSxq/+XSZ2KGQGu0+CzJo1CzqdrvbfxYsXxQ7JJt0/6Do8PfI2LNy3BjN+e8NhrhSUVJQhu1hn8ycrRsaVOArKivHO3981uD+nOB9f/7sMU7uPQYR3cIvbc1U5Y0q3kfj98N8oqShrg4ipNbS6DLgoneDlohY7FLP07dAFr1xxL/44/A8+2LLQ4RIh1ipjamtKuQLPjrod+5JP1Guc2xRdSSG+3NX48cVN5YIHBk3F6hM7cCwtsa1Ctrra2VbtMBvQTeWCW3pfidfG329y/4hYvzCM7zQQX+763eEuUEhBcXkpcqwwhrip13g8NPh6ANWlqj5uHtYIrx6Nsztmjb4Tf5/ejQ2n/rX69qVGq0tHqETGfkD1ogZzrnwIucX5eHXt541+r17MS8PP+1bjzn7XwM/dC9G+ofj6hpdRWlmBZ1ZIe3ZmWkEW9AYDQj0DxA6lAePM6j8O/4NUzgaRDLtPgjg5OUGj0dT7R42b3vtKfHXDy0jWZeCGH2bh3wtHxA6pzRmnCIZ6SueLMEjji2dG3o4/j27B36d317tvwY4lEAQB9w+8zuTt3dBjHArLill3boOMVxgFQRA7FLNd03U4nh55G77bvcLhEiHGE+tQD9sbrF1uUER3jIzpi/c3/dTiktmf71yKKn0V7ht4baP3T+o6ApHewfhk26K2CLVNaHUZkAsyBGp8xA6lSXf1n4T0ghxsPrtP7FDoMin5xpLF1ic87+4/GfMmPYkZA9qu8f+Yjv0xKrYvZq//ymEudjWlLVaFamthnoF4Y8IDWHdyF77fvbLB/e9v+hnerhrc3ndi7W2BGl+8f80T2K89ie8aWYlIKi6VB9vma3Zjz3FQO7lyNoiESC4JUlhYiAMHDuDAgQMAgHPnzuHAgQO4cOGCuIHZiZ4hcVh069uI9Q3D/Yvn4Ktdf9h1N3EplhsAwKSuwzEypg9eXvMZzuemAgDOZF3EkoMbcE//KfByNT3ZF+rpj+HRfbBw3xqHOlGVAqk07W3K9N5X1iZCZv31scPMNrp0XLHNwdrlnhl5GwrKivDZ9qYbZJ/MOI9f9q/BfQOvg4+bZ6OPUcjkuGfAFGxPOojTmdL4Tq5e2cMHCplc7FCa1NEvHAlBsVhyaIPYodBlrDmGkMtkGBXbF06K5nvFtIYgCHh57Awo5Ao8/9d8VOntd3zXEql+v47p2B939ZuED7cuxKYze2pv//fCEfxzZjceH3YzXJRO9Z7TK7QTbu1zFb7c9Tsu5qW1d8hWodVlQCYICFT7ih1Ko1xVzritz9VYdvgfh08wSoXkkiB79uxBz5490bNnTwDAzJkz0bNnT7z88ssiR2Y/fNw88NnU53FP/yn4ZNtvmLl8rt0u/aTVZUApV8DP3UvsUMwiCALemPAgvF098Ngf7yKnOB9vbvgGoZ4BuLnXeLO3d1OvcTibnYz92hNtEC1ZSqvLkNR03cZM730l3p34OP45sxd3/PKKQ0wV1eoy4Kp0hqdEypiCPfxw78DrsHDf6kaTF3qDHm9u/AYRXsG4pfeEZrc1Lm4gAtTe+GFPw6uUtijFBhvtNWZq99HYmXQIyXnpYodCdWh1mZIbQ3i5avDmlQ9jz8Vj+HznUrHDEUVFVSXSC3Ik8dlvzMNDbsDImL54esWH2JF0EJX6Krz79w/oHhyLCZ0GN/qc+wZeBx9XD7z7z4/tHK11aHUZCHD3MXsp6vY0rcdYqORK/HZgvdihkAkklwQZMWIEDAZDg3/fffed2KHZFblMhoeGXI+PpjyN/y4cxZ2/vgpdif0teanVZSJI4wuZILmPAtROrvhoytPQlRZh5Kf3Ym/yccwafadFq3/0DeuMYI0flh/Z3AaRkiUMBgNS8qU3XbcxV8QNwA83v4780kLc9OPz2Jd8XOyQ2pQUy5hu63MVOngFYs6GrxvM/ltxdAsOaE9i1pi7WhyAKuUK3NLrSqw6vh2ZhbltGbJVSKUx9hVxA6F2csWSQxvFDoXq0OoyJDmG6NehCx4acj0+37kUq49vFzucdpean1XTENn2P/uNkctkePuqR9C/Q1c8vPR/uP77Z3Em6yKeGXlHk987ripnPDL0Rmw+uxeHUk+3c8StJ4XyJbWTKyZ3G4HFBzfY1dLE9kpaR21qd8Oie+G7m15FWkE2Hlj6Vos141KjzZfmdEijCO9gfDZ1FoDqQc3AiASLtiMTZJjUdTjWndxlt7N+pCarKA9llRWSfn/WFecfjp+nv4lo31Dcu3gOVpvQiFOqpHJiXZdSrsDzY+7Gfu1J/LJvTe3t+aWFmLd5ISZ0GoR+HbqYtK0p3UZALpPhz6O2n1TV5ktjJoiL0gkTuwzD8iObJd3c0N7Y4pKdprqn/2RM7DwML69ZgD0Xj4kdTruSail0XSqFEh9MeQo39RqPs9nJGBHTG12Dopt9zri4QYjyCcX8bb+1U5TWo9VlIFgCr9fNvcZDV1KIlce2iB0KtYBJEGpRR79wLJj6PJJyUvDqmsY7UkuVlAcwRp38I7Dotrfx4eSnW7WdqzsPQ3FFKTae/s9KkVFr2MMg7XLerhosmPo8xsUNxHMrP8LCOifb9kSqteb9OnTBzb3G48Otv+BMVvVKau9v+gkVVRWYOWK6ydvROLtjbMcB+P3Q3zbdU6qovAR5JQWSea2mJoxBTrGuQUNsEo8UlsJuiiAIePmKGegZEoeHlr6NXecPix1SuzH2lwhQ225DZFMoZHI8PfI2fH3Dy3h13H0tPl4uk+GBQVOx6/xhHE072w4RWo9UxuthnoEYEdMHP+9d3arzpeS8dCzav86KkdHlmAQhk8QHROK1cfdh3ald+GX/WrHDsQqDwQBtXjpCNNK6YtuYTv4RrV7rPtTTH33DumDZkU3WCYpa5VIndNv/0jeHUq7A7AkP4rY+V+F/f3+HVce3iR2SVUm9jOmxoTcj1CMAj/7xLv46tg3LjmzCE8Nvgb+7t1nbuS5hNJJ1Gdh94WgbRdp6UmtgG+0bip4hcWyQaiMMBkN1wlPCYwiVQomPpjyDPmGd8cjv72Dz2b1ih9QutLpMBKptu7+EOfqEdTa5B9Xo2H4I1vjh532r2zgq67m0FLU0Pmu39r4SiTla7Eg6aPE2Xlj9Kd7c+A0KyoqtGBnVxSQImWxs3ADc2HMcPtzyC5LzMsQOp9XyS4tQWF5idyeZrTGp63DsuXjMLl5fqdPqMuDlom51cssWCYKAmcOn45ouw/HS6s8kd0WqOVIvY3JWqvDJtc+itKIMz6/6BD1D4nBdwmizt9MzJA5R3iE23cNCionGqd3H4L8LR5GUkyJ2KA7PXsYQzkoV5k16EoMje2Dm8rnYcMr+Z4NKpbSiLchlMtzUazzWntgpib5NQN2lqKXxmvUK7YT4gEj8uHeVxduoqKwAABxLT7RWWHQZJkHILI8NvQleLmq8ueFryZfF2GO5QWuNju0HN5ULVkiglt/e2fsgzTgVO84vHM+t/Nhu+g3Zw3El2MMP8697DlHeIZg5YrpFDV4FQcDkbiPxz5k9yC+1zabaWl0GnBRK+Dax5K8tGtuxPzyc3bHUhpNLjsIePutGKoUS7058DGM69sczKz7AupO7xA6pTUm1ZNFaJncdAaVcgcUHpTGrLFlinzVBEDC995XYmXSotrTUXMZZSp9uX8w+UG2ESRAyi6vKGc+NvgPbkw5i27kDYofTKlKbCt0eXFXOuCJuAP48usWma/kdgRQ6obeWUq7A21c/iqyiPHy45Rexw7EKqQ3WmhIfEIk/7nofCUGxFm9jQvwgVFZV4e/Te6wYmfVodRkI1vhJahUfJ4UK13QZjj+PbkFZJVcfEJO9jSGUcgXmXPkQxnWq7tlkzzNCHOH7tTkaZzdM6lq9iokUTrC1ugyo5Er4uXuKHYrJxsUNhJ+bF37ea37ZUW5xPs5ma9E3rAsOp5zGgh1L2iBCYhKEzDY8ujd6h8bjo62/SPpEWavLhKvS2eQ6SkdxTZfhSMnPxJ6L9r2Mqa1zlCtVHbwC8cDgaVh8cD2Op58TO5xWs+cyJnP5u3ujd1g8Vp+wzSU4tbpMhHoEiB2G2aZ2H428kgI2sRaZPY4hFDI5Zk94CGM69sfzqz7GkVT7KVU0Ki4vRW5JvkN8vzZnasJo5BTrJHFBM0WCS1Er5Qrc2PMKrDy2FTnF+SY/z2Aw4KU1n0Euk2HOlQ/i3oHX4bvdK5Ccl96G0Tom6bybyGYIgoDHh92MU5kXsEbCy1waTzKldBWwPfQMiUMHz0D8ecTykpjyygq76vPQ3iqqKpFWkOUwg7Sbeo5DlE8o3t74rR2U2WXadRmTucZ3GoT/LhxBdpFO7FAaqC45k97V4AjvYPQJ64wlBy0vidGVFOLuRa9ja+J+K0bmWOx1DCGXyfDGhAcQ5xeBx5e/h1wzTuCkQIq9gNpCrF8HdA6IwnIJNMOXysowl5vafQxkgoDFB9eb/Jwf9vyFrYn78cb4BxCg9sHtfa+Gl6sG87dLb1ljW8ckCFkkITgWgyO647v/Vkj2pKV6ACO9AXBbEwQB13QdjvWn/rW4T8MHWxbi5p9ewGoJJ8nElF6QDb3B4DDvT6VcgSdHTMeBlFOSuCrVHB5X6hsT2w8yQYb1p2yrx0Dtyh4SHFgD1YPrvcnHkZittej5C/etxp6Lx/Dw7/9DekGOlaNzDPb8WXdSqPD+pCdQXlmB19d/KdlxXmO0+fZVxtQa13QZhq2J+20ySV2XVD9rni5qTOwyDIv2rzOpfPFQ6ml8tPUX3N7nagyL7gUAcFE64cFB07Dq+HaczrzQ1iE7FCZByGK395uIk5nn8e+FI2KHYhFtvjQzy+1hYuehKKsst6g52omMpNqmfXPWf42MQg6wzWVPDfdMNTA8AT1D4vDp9sWSHnCnSPjEui14uWowILybzc0azC0pQElFmWRfq9ExfeHlosFSC5bL3ZF0EF/s+h3Xdx8LPzcv/O/v76wfoAPQ5mci1FOa7x9T+Lt745Vx9+Lv07ux6rhtlrRZwthfQkoNkdvKlfFDIAgC/rLhpeqrE9bSHa9P730lsot1LX6Gsory8NSf8xAfEIlHht5Y776JXYbBz90Lv+xf05ahOhwmQchi/cK6oJN/BH7YvVLsUMymN+iR4uCNsZoTqPHFgIhuWHb4H7Oel12kw+N/vIdInxCsu28+FDIZFuxY2kZR2i+tLhMCBASpfcUOpd0IgoAHB1+PY+mJkp0NUl3GlC3ZwVpbGd9pEPZrTyI1P0vsUGol66rrq6X6HaBSKDGp63AsP7IFpRWmN0i9kJuGZ1Z8hEER3fHc6Dvx2LCbsPH0f3bZ+6EtGccQ9l76Njq2H67oOABzN/+EwrJiscOxCm1edRmclPpLtBUPF3eMjO5j0ysC6koLUSThpagjvIMxPLo3ftzzV5MXeMorKzBz+fuo0uvx/jUza1eGMVLKFZjWfQz+OrYNuhLbXG1NingEIIsJgoDb+16N7UkHcTrTsiWgxJJVlIfyqgrJHlTbw9SE0TiQcsrk6XcVVZWY+edclFdV4INJTyJA7YM7+l6D5Uc21c5sINNodRnwV3tBpVCKHUq76hvWGZ0DovDzPvO7qdsCRytjMtXImD5QyZVYd3Kn2KHUsoe+ANcljEZBWZHJpUZF5SV4fNl78HJV462rHoFcJsOV8UMQ5R2CL3f93sbR2pfMQscZQzw18lYUlZfYzQUNrS4DIRoeo43Gxw/CqcwLOGdhaV1bM44fQyX8Wbutz1U4m52MHUmHGtxnMBjwxvqvcDw9CfMmP4kAtXej25iaMBpVBj2WSaCHi1QwCUKtMrbjAPi6edaWP0iFPQyA29rw6N7wdfM0aR15g8GA19d9gaNpZzFv8pMI1FTPYLi+x1iondzw9b/L2jha+yLlXgWtIQgCbu41HjuTDuFsVrLY4Zjt0mBNeiuOtCV3J1cMjeppUz2CUnQZUDu5QePsJnYoFuvgFYgB4d2wxIRjdEVVJZ78cx7SC7Lx4eSna/dbLpNhep8rsfnsPiTnMVltqtqSRY39H6eNFzQWHVhnF/1jtLpMhHryGG00JLIH3FQuWGtDSeq67GG83js0HvEBkfhhT8OZ89/vXok/j27Gy1fMaHZJeh83T4yK6YvlRzZJumTYljAJQq2ilCswscsw/HV8q0lNf2yFI/ZcMJdSrsCUbiOx8thWFJeXNvvYD7f+gj+PbsFr4+5H9+COtbe7qpwxvfcErDy2lVP4zKDVZTrE4Lox4+IGwtfNEwslWPtaW8akcZwyJlNN6DQIx9PPISknRexQAEi30d7lpnUf0+KMPYPBgFfXfo7dF45i7uQnEeUTUu/+CZ0Gw93J1awVDBzdpTGE9N9DppjeewKclSrJX9C41BDZMV43UzgpVBgR0xtrLegB1x60ugy4q1wknbAWBAF39J2IXecP41Dq6drbVxzdgnlbfsaMAVMwscuwFrdzdeehOJudjJOZ59syXIfBJAi12pRuI5FfWoS/T+8WOxSTaXUZ8HJRw1XlLHYoNu26hNEoqSjF6hNNN3T6cc9f+Pa/P/HUiFtxVechDe6f0m0kqvR6rDi2pS1DtStaXYZdN9xrjkqhxLTuY7Hy6BbklxaJHY5ZtLoMBKi9G9TzEjA0qhdclc5Yc8I2rjZKudFeXcOje8PPzQu/HWg6gfHh1l+w8thWzLnyIfTv0LXB/a4qZ0zpNgK/H/4b5ZUVbRmu3dDqMuHlonGYMYS7kytu73M1fj/8N9JsqLePufJKClBcUWoXn31rGhc3EInZyTZZ2m4vS1GP7TgAUd4h+LymrGzL2X14Zc0CXNttFB4afL1J2xgYkQAvFw1WHt3alqE6DCZBqNXCvYLQJzQevx/+W+xQTGYvA+C2FqTxxZDInvjtwPpGp98tP7IJ7236EXf2uwa39rmq0W34uHlidGw/LD64gVP4TFBSUYbsYp1Dvz+vTRiJ8qoKm+ohYQpHLWMyhbNShZGxfbDmxHabOA7Yy9VgpVyBqd1HY8WxLShopHHll7v+wLf//YmnR96G8Z0GNbmdKd1GIb+0SLJNidubvbx/zHFTr/FwU7ng290rxA7FYvZQWtEWBkV0h9rJDWtP2k7JopHWThoQy2Uy3DvoOmw7dwA/712Fp1d8gGHRvfHC2LtNTvAo5QpMiB+E1Se2o0qvb+OI7R+TIGQVk7uNxH8XjiI5L13sUEzCkxXTTes+BicyknA0LbHe7csOb8Iraz7HdQmj8NjQm1rcRlJOCvZrT7ZhpPYhpXaQ5lgD7Lr83b0xKKI7/rThjvWN0XLFqWaNjxuEczkpOGVis+XLlVaU46XVn7W6X0yVXo/U/Cy7+Q64LmE0Kqoq8edlDfO+/ncZPtm2CA8Nvh7Te1/Z7DaifELQyT8Cq+1oKdS25IhLYbupXDCt+xj8eWRzowk3KXC0MiZTKeUKjIrti7Und9pEkroue0o4XtFxAPzcvPDOPz+gW1As3r7qEShkcrO2MS5uILKK8nAw5VQbRek4mAQhqxgd2w/OCiebbax0OUccwFhqcGQPBKl969WLLzu8Ca+u/RzXJozCi2PvaTGL3TssHgFqb6yxocaItor9aqpd02U4DqactpkeEqZgcrV5AyMS4OHsbvFx4LvdK/Dn0c147q+PWjVQzyjMQaW+ym5eKz93L4zp2B+/7l8HvaH66uA3/y7HR1t/xQODpuLegdeatJ0r4wdjc+Jeu1kKtS056mzSad3HoryqokHCTSq0ugyonVyhcXYXOxSbMy5uIC7kpuFERpLYodTSG/RIybefz5pcJsP03ldiZExffDTlaTgrVWZvIyE4Fr5unpJqQWCrmAQhq3BVOWNETG9JnORWVFUirSDbbjLLbU0uk+G67qOx5sQO5JcW4df9a/Hq2s8xtftovDj2bsiElg8jMkGG8XGDsO7kLlTqq9ohaunS6jKglCvg5+4ldiiiGhHTGxpnN8nMBmEZU8uUcgXGdOyHNSd2mJXEMBgM+HT7Yny2YzE6+UfgVOYF7Dp/2OI47DHReEOPsbiQl4ZDKafx0dZf8OHWX3DfwOtw/6CpJm9jfKdBKK+sxD9n9rRhpNJXUVWJ9ELHHEMEqL0xpmN//LJ/bW3CTUq0+fZRWtEW+nXoAk8XtU1dzMwszENFVaVdfdbu6DcRH0x+0uJ+QjJBhhExffD3md02N2tHapgEIasZ36l6rfFEG11r3Ci9IBt6g8GuBsBtbXLXEajUV+HBpW/hrY3f4pbeE/D8mLtMSoAYTYgfjNySfPx34UgbRip9Wl0mgjS+Zv1t7ZGTQoUJnQZjxdGtkhhss4zJNBM6DUZKfqbJU3mr9Hq8ueEbfL5zKR4behN+vfUtxPlH4Oe9qy2OwZgECdbYz2sV5x8BAHhw6dv4+t/lmDl8Oh4cPM2sbQSofdA7tBP+Or6tDSK0H2kFWQ49hril1wRczEvHtsQDYodiNnsqrbA2pVyB0bH9sPaE7ZTE2GPC2hpGxfSFVpdhcWkpVXPsUTZZ1eCI7lA7uWKtjc8GSeZB1Wx+7l4YGdMHh1PP4PFhN+OpEbeafZLeyT8C4V5BWH3ctt8fYtPms6TCaHynQcgozMHBlNMtP1hkHKyZxlga99exlk+0i8tL8cyKD7Dk0Aa8Mu5e3NV/EgRBwC29xmPruf0Wl0ppdZnwdfO0aCqyrXJTuQAAispL8OLYe3B736st2s7YuAHYfeGoZHs+tAdHb67ZLSgGcf4RWCbBkhitLsNhl583xbhOA5GSn4kjaWfFDgWAfSasraFfhy5QO7ni79P/iR2KpDEJQlajUigxMqYv1thgY6W6tLoMCBAQpPEVOxRJmTX6Tnxzwyu4s981Fi1VJggCxncahL9P/8dlGJvhqLXmjekR0hF+bl5Yf3KX2KG0iGVMppEJMkzoNBjrTu1CRVVlk49L0WXijl9fxfakg5g76Ulc221U7X3jOw2Cl4sGiw6ssygGe78aPLnrCIufOyyqFyr1Vdhx7qD1ArIzjj6GEAQBk7oMw+aze5FbnC92OCbTG4wNke33s99afUI7w8fVA2vbcSlzg8GAHUkHGz1v0Ooy4e3q4TBLUZtKKVdgaFRPli62EpMgZFXjOw1EUk4KTmaeFzuUJml1GQhQe0MpV4gdiqT4uHmid1h8q7YxpmM/FJaXYE/yMStFZX9SdBkI4VUPANUnzKM79sP6U//afEkMy5hMd3XnocgrKcD2pMZPtPclH8fNP72AgtIi/HDz6xgZ06fe/U4KFa7pMgyrj29vNpHSFHtvYNua77ZgDz/E+nbA5sS9VozIvnAMAUyIHwIAWG3jM3/ryizMrekvYb+f/daSy2QY07E/1p/aZfF37uHUMxgx/15cyE0z6fEbT+/GA0vewpbEfQ3us/eEdWsMjeqJk5nnkVWUJ3YoksXRGllVvw5dqxsrtWMW2Vy80i6eWN8OCNb4YvPZhl92BOSXFqKgrJjvzzqu6DgAGYU5OGTjJTHJdn5ibU2xfh3Q0a8DVl1WEqM36PH1v8sx47fZiPYJwcLpc9DRL7zRbVzVeShySwqwM+mQ2b/fXr8DHhlyA+7oO7HV2xke3QvbEg+gSm/biUex2Ov7xxzerhoMi+4lmcbVAEsWTTUubiDSCrIt+s49k3URz678CLkl+fhhz0qTnpNbUj2bSFdS2OA+ruTYtP4dugFAq5qEOzomQciqlHIFhkX1wiYbnqLFzLJ4BEHAsOje2Hxmr02XTInF0WvNG9MjJA6+bp5Yf8q2S2I4WDPPlfFDsOnsntrlWDMKc3D/4jfx8dZfcVufq7Fg2gvwctU0+fw4/3DE+nYwu4lneWUFMgtz7fK1umfAFDwx/JZWb2d4dG/oSgtNbl7raDiGqDapy3AcTz+H0xJpzmj8fg3ma9esnqFx8HPzMmuVGIPBgN8OrMfNPz0PZ4UKo2P7YfXx7SguLzXpuU1J5metST5uHujkH2HRhQCqxiQIWd3ImD5IzNHifG6q2KE0ildxxDUiujdSC7LY1boRyXnpALjCSF1ymQyjY227JMZgMNQ03OPrZqor4wejrLICWxL3YcOpf3H9988iMVuLz6c9j8eG3WRSqcFVnYfgnzO7TRpoG6XkZ8IAx13ZwxRdAqPh5aLB5rMsiWkMxxDVBkf2gMbZzaaWVG1Ocl46fFw94KJ0EjsUmyYTZBgb1x/rT5r2nZtVlIcnlr+PORu+xqQuI7Bw+puYOXw6CstLsOHUvxbHUVFVifSCHH7WmjEwIgE7kw7xoqKFmAQhqxsYkQBnhcomZ4MUl5cip1jHg6qI+oR1hpvKBZvO2t77Q2xaXSZclc7wdFGLHYpNuSJuANILcnAk1TY61l8uv7QIheUlPK6YIUDtgxjfMLy98Ts8+ec89AjphN9u/x/6h3czeRtjOvZDWWUFdphxJUzLpYxbJJfJMDSqJ7awbLEBjiEuUcoVGBnTF+tO7pLESRiTV6YbFzcQmUW52J98ssnHGAwG/H74b0z+5kkcTDmNeZOexAtj74azUoVQT38MCO+G3w//bXEMqflZTFi3YGBEArKLdTidxYuKlmAShKzORemEAeHd8LcNJkFS8jkAFptSrsDgiO7sC9IIY8NGS1bfsWc9QuLg4ezeaOM0W8Bac8uMiO4NmSDgnasfw7xJM+HdTPlLY8I8AxHjG2ZWwl2rS4dckCFA7WNuuA5leHRvJOZoa2enUbVLYwh+1gHgio79cT43VRIzO6uXn+fYzxQJwbEIUHs3OcvnbFYy7l08G6+t/QIjY/rgjzvfw6jYvvUeM7nrCOzXnqz9fmzJ5eOeS9+rfM2a0jM4Ds4KFUtiLMQkCLWJkTF9cVB7CtlFOrFDqYcnK7ZheExvHE07i4zCHLFDsSmsNW+cQibH4MgeNntl2nhcCfXkccUcDw6+Hhsf+BzjOg20OPE3MqYPtiTuQ6W+yqTHa3WZCNT4QiGTW/T7HEX/8K6QCQKb7l2GY4j6+od3g9rJzeZ7NgH2vyqUNckEGa7oOBDrT/1br0FybnE+3tzwDaZ9/wxS87Pw2dRZeGPCA43OXh0W3QsquRIbT+9u4bc1PotIq8uATBAQqHbMpahNoVIo0Ts03qzZkHQJkyDUJoZF94IgwOaW2dPqMqGUK+Dn7iV2KA5taGRPyAQB2xIPiB2KTdHmc7puU4ZH98LJzPNIzc8SO5QGtLpMuKlc4OHsLnYokiKXySCXtW4YMiK6D3SlhdiffMKkxzPRaBq1kyu6Bsbg3/NHxA7Fpmh1mVDJlfBz9xQ7FJuglCswKtb2S2LKKyuQUZCLECaqTXZFpwHIKdbhgPYkSirK8P3uFZj49eP469hWPDbsZvx+x3sYFNG9yee7qVwwKCIBGyxMkGl1mQhU+zj0UtSmGBiRgH3JJ1BaUS52KJLDJAi1CW9XDXqExGHTGVtLgmQgSOMLmcC3vpg8XNzRJTCaU/jq0Bv0SNFlcpDWhEER3aGQybHVBktijCfWLGNqf50DI+Hv7m1yjyH2BTBd//Cu+O/iUZttSCwGrS6dY4jLSKEkJrWA/SXM1SUgGmonV3y2Ywmu+vJRfLjlF4zvNAgr7vkQt/e9GiqFssVtjOnYHwdTTiO9wPxZv1pdBoL5erVoYEQCyqsqsE97XOxQJIdHcWozI6L7YNf5Q2Z17m9rHADbjkER3bHrwuF6Uy0dWVZRHsqrKvj+bILG2Q09QzrZZC8ZTrMWj0yQYUR0b5MT7nytTDcgvBvySgpwMuO82KHYDI4hGuof3g0aZ9suiaktY9LwtTOVXCZDn7DO2Jd8HEOieuLPu+fhxbH3mNW7aXh0byhkcosWSuCx2jTRPqHwc/fiRUULMAlCbWZkTB+UVVZg53nb+WCm8KBqMwZGJCC/tAjH0hPFDsUm1K5awUFak4ZF98J/F47aVGIVMJYxscRCLIOjeiBZl4GLeWnNPq6wrBi60kK+ViZKCIqFs0LFkpg6WE7VkFKuwNConja9pLJWlwm5IEOghg2RzfHKFfdi1YyP8Pr4+xHqGWD28zXObugR3BE7kg42+ZimqqiqE478rLVEEAQMDE/AziT2bzKXxUmQe+65B5s2bbJiKGRvOngFItonFP+cbt0qMdlFeZi3+WeUVbau3s1gMFQPYDQ8qNqCroHRcFe5NPvl6EjYCb1lw6J6oryqAv9esJ2TMmMZE6ftiqdvWGcoZPIWr4RdWh6Xr5UpVAoleoXGY9cFDq4B4xiCM0EaMyyqF05lXrDJnk1A9fdrgNqHDZHN5OWqQaCmdY1JB0X2wL8XjqCiqtLk5xSXlyK3JJ+fNRMNikjA6awLyCzMFTsUSbE4CZKZmYnx48cjLCwMTz/9NA4e5IkMNTQqtq9ZnfuNqvR6/HfhKF5f9yVGfXY/vtu9wuRp8MuPbEJhWXGD2/NLi1BYXsKDqo1QyhXoF96VU/hqaHUZ8HLRwFXlLHYoNivCOxjhXkE2tUoMy5jE56ZyQUJwLHa0cCWMK3uYb0B4V+xPPoHyygqxQxGdrrQQRRxDNGpwZA8oZHJsObsP039+EfM2/yx2SPWwtEI8gyO7o6SiDPu1J01+DhPW5ukf3g0AuJqXmSxOgixfvhypqal46aWXsHv3bvTq1QtdunTBm2++iaSkJCuGSFJmTuf+sspybD93EG9t/BbjPn8IM357AzuTDuGufpPgpnLBhlP/triNrKI8vLxmAf739/cN7uMylrZnYHgCDqWcbjRp5Wg49dM0w6J6YWvifptp1sgyJtswMDwBuy8caTbhrtVlwFmhgo+rRztGJm39w7uhtLIcB1NOiR2K6Dhbr2lqJ1f0Cu2ELYn7cDj1DL7bvULskOrh96t44vzC4evmie3nDjR6v6GRJXK1+fysmcPbVYP4gEibaj8gBa3qCeLl5YV7770XmzZtwvnz53HHHXfgxx9/RExMjLXiI4m71Lm/8VpRrS4Dvx/6G48vew/D58/Ag0vfwuYzezE2rj9+vPkNrJrxER4bdhPu7HcNtibub3EJKGOTzaLykkZ/F8DMsi0ZFJGAKoMeuy8eEzsU0fFKlWmGRfdCZlEujqefEzsUADwxshUDIrqhsLwER1LPNPkYrS4TwRqu4mOOjn4d4OWitqkSNLHw6nTzhkVV92yyRewHJx5jzwpzSp+1ugyo5Er4unm2XWB2ZmB4AnYlHbaZC0RSYJXGqBUVFdizZw/+/fdfJCUlISDA/OY5ZJ9kggx9O3TGwZRTMBgMSM5Lxx+H/8GLqz7F+M8fxpVfPoo31n+J3JICzBhwLZbc/i5W3/sxnh11BxKCY2sHq6Ni+qK4ohR7Lrb0Bdv0OvVaXSbcVC7wcHa34h5Sa4R6BqCDZyB2nGM5HQdppukZEge1k2urSmIqqipxLC0RDy/9H9afbN2KBixjsg3Vyzm6NVtex0Sj+WSCDP06dOU0a1S/fziGaNrw6N4or7K9sqnq/hIF/OyLaHBkd5zKvICMwqaXyq2bnE7RZSDYw49LUZthYEQCsot1OJ15UexQJEPRmif/888/WLhwIZYuXQq9Xo9rr70WK1euxKhRo6wVH9mBLgFRWHtiJ8YseABZRXkQICDOPxyjO/ZFn7Au6BXSCR4uzQ8qonxCEKT2xbZzBzEkqmeLv7Ox63zJunSEePAqoK0ZGGHeFQJ7VFFVibSCbM4mMIFSrsCgiO7YnLgPDwye1uLjqxuXZuFYeiIOp57G4dQzOJ5+DqU1jZbPZF3E2LgBFsfDada2QS6TYUB4V+w8f6jJ94VWl4E+YZ3bOTLp6x/eFbPXf4WCsmKonVzFDkc0xpVhOIZoXAevQER6B+NcTorYodTD2XriM/as+O/CUVzdeWiLj9fqMrmIgZl6BHeEs8IJO5MOIc4/XOxwJMHiJEhISAhycnIwfvx4fPHFF5g4cSKcnJysGRvZiRExfbD74nFE+QQjIbgjeoXEQWPmlRRBEDA4qkeTNYWmYFd32zQwIgGLDqzDxbw0hHkGih2OKNILsqE3GPj+NNHw6N54ftUnSC/IQYDaG0D1yg05xflIzE7G6ayLOJN1AaczL+JM1kUUV1QvqRus8UXXoBiMju2HbkExOJhyCh9t/RVF5SVwU7lYFAtnF9iOgREJmLP+a+SXFkHj7FbvPuPKHpO68rUyV/8O3aA3GLDn4jGMjOkjdjii4RiiZcOielktCVKpr0JqfiZKK8oR4xtmcfKJpdDi83bVINonFHsvHm+QBDE0skauVpeBHsFx7RWeXVAplOgb1hk7zx/CHf0mih2OJFicBHn11Vcxbdo0eHp6WjEc082fPx/vvvsu0tLS0L17d3z88cfo16+fKLFQ80I8/PHB5CdbvZ2hkT2w5OAGXMhNQwevxk+WGzuYGml1GRga1aPVcZB11V3eMqyHYyZBOEgzz+DI7gCAuxe9hi6B0biQm4YLuakorOkFpJQrEOUdghi/MIyK7YtY3zB0CohsUF/s4+aBuZt/xu4LRzHCwpO7FF0GEoJiW7U/ZB39O3RDlUGPfcnHG7yeOcX5KK0s42fMAqGe/gj18Meu84cdPAnCMURLhkf3xvd7Vpr8+MKyYqQVZCO9IBsX89JrjuVpuJCXBq0uo7bR8VtXPYwr44dYFFOyLgNOCvaXEFufmhP0phjH78aE9VXxLc8YofoGRnTDB1t+QUlFGVyUnJjQEouTIDNmzLBmHGZZtGgRZs6ciQULFqB///744IMPMG7cOJw8eRL+/hzg2Kt+HbpCKVdg27kDuNlrfKOPaSoFojfokZKfiWAOgG2Ou5Nr7fKW1/e4QuxwRKHVZUKAgCCNr9ihSIKnixqDI7rjREYSsgpzEecfjrEd+6ODVxAivYPRwSsQSnnLX29hnoHo4BmI7ecOWpQEYRmTbQnx8EOg2gd7LjZMghhXG+DqYJbpH94N/zpwXxCOIUzTPaQjAEDt5IYLuWnIKdYhu1iH7CIdsovyqhMehTlIz6/+b90m9gqZvLZP2NConujgGYi1J3dib/JxbDqz1+IkiFaXwYbINqB3aDwWHViHjMIc+Lt7N7jf2NDz0lLU/F4118CI7njnnx+wL/lE7cUialqreoKIZe7cuZgxYwbuvPNOAMCCBQvw119/4ZtvvsFzzz0ncnTUVlxVzuge3BH/XTiKm3s1ngQxrg5zuczCPFRUVfIqoI0aFNEd3/33JyqqKk06ebU3Wl0GAtTeDrnvlvp06iyrbGdQZHdsObsPBoPB7EFyWkEWy5hsiCAI6BPWGXuTjze4jyt7tM6A8G5YemhjvRI0R8IxhGkUMjlu63MVftjzFyZ+/Xjt7XJBBm9XD/irvRGo9sGAiG4IVPvAX+2DAPfq2wLUPpDL6jfCPJqeiL3Jx7Hr/GFU6fUN7jcFy5hsQ++weADA3ovHMSF+cIP79TUzQTgz1nKR3sEIUHtjZ9IhJkFMILkRd3l5Ofbu3YtZsy4NgGUyGcaMGYOdO3eKGBm1h75hnfHzvtXQG/SNdo02oDoJcvnJTO1BVcODqi0aGJ6AT7YtwpG0s+gZ4nh1oOwrIZ7BEd3x6/61OJ+bigjvYLOeyxNr29M7LB6rjm9r0MQzRZcBjbObQzf2bI2+NQ1l/7twBBO7DBM5mvbHMYTpbu87EV0Co+HlqoG3iwd83Dzg6eLeqpU+dKWFOJp+1qLSQ60uA71D4y3+3WQdvm6eiPQOxp7k+kkQfc0cbuNMkOQ8JkEsZVyOuLmyI7pEckmQrKwsVFVVNViGNyAgACdOnGjw+LKyMpSVldX+f35+fpvHSG2nT1hnfLZjCU5nXmy0+3FTM0HYHdy2xQdEQu3kin3JxyWZBNlw6l88+ec87J35MxQyudnPT9ZlINLME3Cyjj5hnaGUK7Aj6ZAFSZAMyASWMdmSPqGdoTcYsD/5BIZF96q9PTmPicbW8HLVoJN/BHadP+zYSRCOIVrk6+aJ8Z0GWX27O84dMjsJUt1fIgPXOOB71hb1DuuMvReP1bvN2Auk7kwQd5VLg+bWZJougVFYdmQTJn79OLxdPVq9vTv7XYMR0b2tEJntkVwSxFxvvfUWXnvtNbHDICvpFhQDlVyJPRePNpoE0TfRGPxzaogAAJDFSURBVFWry4SXiwauKue2DpEsIJfJUFBWjI+2/opf9q+Fk1wJZ6UTnBUquCid4axUwUXpBGeFE1yUl/4Z/99ZqYKbyhVqZ1eoa/7rrnKFu5Nru5SY/LJvDQAgtzgffu5eZj9fq8vEkMgeVo6KTOGqckbXwGjsSz7eZJldU7S6DAS4+7CMyYaEeQbA390be5OP10uCaHUZXHKxlQaEd8Nfx7ZZVDomdRxDiCvcKwi7zh/C/YOuM+t5uSUFKKlgQ2Rb0Sc0HksObkB2UR58ahrVGi9e6mv+q83PRIhngMMdY6xlZExffLlrGWJ8w+Bu4ap3dVljG7ZKciM3X19fyOVypKen17s9PT0dgYENV5aYNWsWZs6cWfv/+fn5CAsLa/M4qW04KVRICIrB7ovHcUvvKxvcb5xOJ6BhOQyv4EjD1ITRKK0sR1llOUorylFSUYrSynLklxYhoyIHJRVl1f8qy1Ba87Oxg3xjXJROcHdyhdrJDRonV3i6qKun6bpq4OWigberR/XPNbd5u3qYPZvDmHrLKsozOwlSXF6KnGIdB2ki6hPWGUsP/W32yV11rTmPK7akui9IPHZfdrVRq8vA6FiuINca/cO74rvdK3AuJwVRPiFih9OutLoMNtUVgfFo3L9DV/xx5B+UVpTDWaky+fnsL2FbavuCJJ/AFXEDAFwatxv/y/F66/i5e2H9/Z+KHYYkSC4JolKp0Lt3b2zcuBGTJ08GUJ093LhxIx5++OEGj3dycoKTE5cJsid9wjrjl/1rG+0LYjyIXi6FPRds3uwJD8JV5WzRiUpFVSWKy0tRUFaEgrLimn9FKCgtRmF5MQpKi2pvyy0pwKnMC8gtzq9dNrMumSDAx82zulGbuzcCNT4IUPsiwN0bQRpfhHkGwNNFXe9k2fi+yynWmR17Sj77SoitV2gnfLnrDyTlpCDSjJM7rS4Dkd6OdTIoBb1D47H2xE4UlZfATeWCKr2+ZhUffsZao3tw9cofR9POOlwShGMIcajkSgDVJ8+/HVyPw6mn0bdDF5OfzySIbfF390YHz0DsTT5eJwlSvyeIVpeB4VH2WX5BtkVySRAAmDlzJm6//Xb06dMH/fr1wwcffICioqLa1WLIvvUJ64wFO5fiTNZFdPSrXxLTXDlMQs0AjmxTa+rMlXIFPFzc4eHibvZzi8tLkVtSnRDJKdYhqygP6QU51Uv5FWRj+7mDSCvIRknFpWSJ2skNHTwD0MErEB28gpBZmAugeiaIuThIE1/34I6QCzLsTT5uZhIkE0Mie7ZhZGSJPmGdUWXQ44D2JAZH9kB6QTYq9VW8uthKbioXhHj4Y97mn7H2xE6Eewci3CsIEd4hiPUNg5erRuwQ24xWl1m7/Cu1n0eG3gB/tTfGdhyA2U5fY2/ycTOTIJnVs0DZX8JmdA/uiEMpp2v//9JMEAP0Bj1S87N4rKZ2IckkyA033IDMzEy8/PLLSEtLQ48ePbBmzZoGzVLJPiUEx0IpV2DPxeMNkyCNNEatqKpEemE2D6rUKFeVM1xVzs0mIQwGAwrKipGan4WLeWk4n5uGC7mpuJCXhj0XjyOzqDoJkl6QY/bv1+oyoZIr4efuaekuUCu5qVzQKSASe5NPYGr3MSY951IZE48rtibcKwi+bp7YffEYBkf2YKLRil4ddx+2Ju5DUk4qtiYewK+6dbXliH5uXujo1wGxfh3Q0S8ccf7hiPQOsWhZU1tSUVXJmUQi0Ti7Y8aAKQCqZ+w1tvx1c1haYXsSgmOx+sR2lFSUwUXpdKkniEGPzMJcLkVN7UaSSRAAePjhhxstfyH756RQId4/EodTTwOo38iwqpFymLSCLOgNBh5UyWKCIEDjXH01qbGGvKUV5Xhs2bs4mHLK7G1rdRkI0vi2avlAar0+ofFYc3KHyX1BWMZkuwRBQO/QeOy9WH3CZFzKOJgnQ63Wr0MX9KtzJb6iqhIX89JxOvMCTmddwMmM81h7Yie+270CQHWCsWtgNBKCY9E9uCO6BcXA00UtVvgWSc3PggEcQ4itd2g8Pt3+GyqqKk1uRs3l521P9+COqNRX4VhaInqHxdebCcKENbUnySZByLElBMdg05m9DW43LrVVty+qcQDMgyq1FWelCv06dMFXu5ahUl9lVmPV6uaafG+KrVdYPL7fsxJaXaZJDRA5WLNtfcI6439/f4fi8lJodRnwc/OCk8L0hopkGqVcgSifEET5hGAcBtbenl9aiBMZ53E49TQOppzGkoMb8OWuPwAAcf4RGNChK/qHd0PPkDibX3GFy+Paht6h8SitLMeRtLPoGRJn0nNSdJkYEcP+ErYkxjcMrkpnHEg5dVkSRM+ENbUrJkFIkroFxeKnvauRXaSDj9uldbAbmwmi1WVAgIAgjW97hkgOpldoPIorfsWpjPPoHBhl8vNSdBlICI5tw8jIFD2DqwfVB1NOmZgEYRmTLesT1hmV+iocSDkJbT6nxLc3jbN7vVkjBoMBybp0HNCewr/nj2DVie34fs9KKGRy9AjuiGHRvTE6ti9CPW2vrFmry4BMEBCo5hhCTJ0CIuCmcsHei8dMSoJU6fVIyedFBlsjl8nQNSgah2pmzl4+E8TH1QMuSi5oQW2PSRCSJGOX+sOppzEipk/t7YYmkiABam+Tp08SWaJLQBRUciX2aU+YnAQx1HzpT4gf3MbRUUs8XNwR7hWEQ6mncVXnIS0+nmVMti3SOxjerh7Ye/E4tLpMBPNESFSCICDMMxBhnoGY2GUYDAYDzuWkYNf5w9iRdBCfbFuEuZt/Qke/DhgV0xdjOvZHrF8HscMGUJ3wDHD34RhCZAqZHAnBsThYp6lmczILc2oaIvOzb2u6B3fEkoMbYTAYanuCVOn1LF+idsXRG0lSoNoHfm5eDb4MjQdToU49jFaXiVAeVKmNqRRKdA2Kxv7kEyY/J7+0CIXlJfzStxHdgmJwOPWMSY9lGZNtEwQBfULjsSf5OJsj2iBBEBDlE4Kbe43HJ9c+i80PfYn3Jj6OGN8w/LR3FaZ+/wyu//5Z/LDnL2RbsOqWNfH9Yzu6BcbgcOrpS6XPzWAptO3qHtwRuSX5SNal176WhppyGH7WqL0wCUKSJAgCEoJjcSi1fhJE38RMEF4FpPbQMyQO+7UnTRqgAaw1tzXdgmJwMiMJZZXlLT42hSdGNi8+IBLH0xORWZjLEyEb56pyxti4AXjrqkew6aEv8eHkpxDqGYAPtyzE2AUP4pHf38H2cwca/Y5vaxxD2I6E4FjklhTUfnc2J1mXDgAI1vA4bWsSgqpLgA+mnK4tY68ycCYItS8mQUiyEoJicTTtbO3yfEB1TeHleMWW2kuvkE7ILtbhQl6aSY9nc03b0i0oBpX6KpzMON/s44xlTHzdbJuPmwfKKisA8DMmJUq5AiNi+mDupJnY+MACPDvqDqQX5uDBpW9j8jdP4pd9a1BUXtJu8XAMYTu6BkYDQIMLYI3R6jLh6+YJZyUbItsaDxd3RHgH41DK6drEZnllBdILcvhZo3bDJAhJVkJwDEoqynAm62LtbZdfJSouL0VOsY5XbKldJAR3hAAB+5NPmvR4rS4TbioXeDi7t3FkZIqOfuFQyZUtDrBZxiQN3q6XmmbzO0CaPF3UuKHnFVh061v49sZXEecXjnf/+QFXLHgQH2/9FXklBW36+4vLS5Fbks/3j43wctWgg2egSWWLLGOybQlBsTiYcqq2jD0lP7NmKWq+ZtQ+mAQhyYoPiIJCJsehOn1BjDNBBKG6JwhrQqk9aZzd0NGvA/ZpTesLYhykGd+vJC6lXIH4gIgWB9gsY5IGb1dN7c/+7t4iRkKtJQgCeoV2wrvXPI5VMz7CdQmj8dPe1ZjwxSP4cMsvyC3Ob5PfyzGE7ekaFFNv3NcUztazbd2DY3E68wKKy0sBABfyqsuX+JpRe2EShCTLRemEjn7h9b4ML18iV5vPcgNqXz1C4nBAa+pMEA7SbI0pzVGTWcYkCT51ZoJwZQ/7EajxxcwR07H63o9xQ88r8Mv+Nbjyy0fx9b/LTOrnYw6OIWxPQlAMTmaeR3lNqVtTWMZk27oHd0SVQY/DadXft8l56ZAJAgLUPiJHRo6CSRCStK6B0Tianlj7/5c3pNTqMqCSK+Hn7tnOkZGj6hYUg/O5qcgvLWrxsdp8dkK3NV2DYqHVZSC7SNfkY7S6DJYxSYBXnZkgZH+8XTV4fNjNWD3jY0zpNhKfbl+Myd/MxJoTO0xuTt0SjiFsT7egWFRUVeJEZlKTjymvrEBmYS6C+f1qs6J8QuGmckFSTgoAoKi8BIFqLkVN7YdJEJK0+MBInMvW1k6nM9YWGqXoMhCk8YVM4Fud2ke3oBgAwNG0s80+Tm/QI0WXyVUHbExCzetnvDrVGK0uA6Ee/ixjsnFOCjZEdARerho8M+p2LL3jXcT6hePZlR/h7kWv155c1XXvb7Pxv7+/M3nbHEPYnjj/6t5Nh5spibnUX4Lfr7ZKLpPVjpeMQjwCRIqGHBGP6iRpnQOiYIABJzKSADRsjMrpkNTeOngFQu3kiiMtJEEyC/NQXlXB96eNCdb4wdvVA0eaKYnRMnlFZHMivIPx0ZSnsWDq88gozMG075/FV7v+QEVVZe1j/r1wBAv3rTF5mxxD2B5TejfV9nLR8LWzZcalco04M5baE5MgJGnRPqFQyZU4XlMSY0yCGK/Psjs4tTeZIEOXwOhmT6KBS801QznAtimCIKBLYBSOpSU2+RgeV4hs18CIBCy+/R3c3Gs8Pt2+GLf8/CISs7UWlcjws26bugXF4lCzSZAMyAUZAjXsL2HLugdfngTheIjaD5MgJGlKuQKxfh1wLP0cgPozQQwGA6/ikCiMzTWbG3QbkyDBGg6wbU28fySOZyQ1+vrpDXqk5PO4QmTLXJROeGL4Lfh5+hxUVFbgph9n4bvdK8zaBscQtqtLYBS0ugzklxY2er9Wl4FAjS8UMnk7R0bmSGAShETEJAhJXueAyDpJkEsnLbrSQhSVl/CgSu2ua2A0sot1SCvIbvIxWl0mvF094KpybsfIyBTxAZHIKdYhsyi3wX2ZhXmoqKrk1WEiCYgPiMTCW9/ExC7D8MGWhWY91ziG4Gw92xPvHwkAOF5TCn25FB2bjkuBxtkdkd7Btf/P14zaE5MgJHmdA6KQlFPdHFVfpzGqtnYZSx5UqX11rWn21XxfCU6ztlXxATUD7Jrkal1aLo8rKV9c/yK+uv4lscMgEbkonfDi2Hswb9KTtbeVVJS1+Dx+1m1XB68guCidcKKRYzTA5eelZEq3UbU/8zWj9sQkCElefEAk9AYDTmaeR5WhbhKkpjEWD6rUznzdPBGk9m22OWoKB2k2K1DtA08XNY6nJzW4j2VM0tK/Q1f07dBF7DDIBoyK7Ysfb34DAJCYndzi4zmGsF1ymQxx/hGNJqoB4/LzfN2k4Pa+V6NHSBycFEr4unmKHQ45ECZBSPJifMOgkitxLD2xXg2/VpcBN5ULPJzdRYyOHFXXoOabo2o5XddmCYKATv4ROJHR2EwQljERSVUn/wgo5QocbGZ5VaPkvHS4q1ygcXZrh8jIXMbeTZcrKi9BXkkBv18lRC7IEKzx47Lz1K6YBCHJMzZHPZ52rnYmiN5gqC034EGVxNA1MAZH0xNRpdc3uK+iqhLphdm8UmXDOjVxlZFlTETSpVIoEecXjiNpza/eBVyaTcAxhG2KD4jA+ZxUFJWX1LudZUzSIwgCXy9qd0yCkF2obo6aCENNEoRd3UlsXQKjUFJRhsRsbYP70gqyoDcY+P60YfEBkUgryEZOcX6921nGRCRtXQKjcbSZJbCNtLoMBPOzbrPiAyJhgAEnL5sNwjIm6bm9z9W4ve9EscMgB8MkCNmFzgFROJejRWFZ9RUBvUHPK7Ykqk41zTWbKqkA2LTXlsU38fqxjIlI2roGRiMpJwWFZcXNPo5jCNsW6R0ClVzZYMZecl46nBUq+Lh6iBQZmWtYdC/0Y+8mamdMgpBdMDZHPV5zwlKpr0JKfiav4pBo1E6uCPMMwIlGapa1ugzIBAGBat/2D4xMEuYZADeVS73mqCxjIpK+zoFRAIBjTTTVBKovpKTmZ/GzbsNqS6Eva2Ct1WWyvwQRtYhJELILMb5hUMoVOJJavRpHRmEuKqoqEcoBDIko3j+y0SX8tLoMBLj7QClXiBAVmUImyKqbo9Z5/VjGRCR9kd4hcFE64Wgzq3dl1owhOBPEtsUHRNZe/DLi8rhEZAomQcguKOUKdPTtgJT86jKDi3lpAFgTSuLqFBCBExlJ0BvqN0dlSYU0xAdE1Btgs4yJSPrkMhniAyJxrJm+IGyuKQ3x/hFIzE5GSUVZ7W3VvVx4jCai5jEJQnYjvmaKKwAU1NT6Bmv4RUji6eQficLyktoBtREb7klDJ/9IXMxLR35pEQCWMRHZiy4B0TjSzEwQY8KTYwjbZiyFPp11AQCb4hOR6ZgEIbvRuaaRoZG3qwdcVc4iRUNUvcwqgEZrljlIs33G5qjG1QdYxkRkH7oERSMlPxO5l63+ZKTVZXAMIQGxvh2gkMlryxZzivNRWlnG71ciahGTIGQ3OgdE1ft/Tlknsfm4ecDf3bveCiPF5aXIKdbx/SkBEd7BcFaocLwmCZKcl4EQTw6uiaSuS4CxOWrjJTFcGUYaVAolon3Dai80aPONZUx87YioeUyCkN0wNkc14pUAsgWd/CNwPD0Jvx1Yj5fXLKjtW8P3p+1TyOTo6BdeuwQjG+4R2YcwzwBonN2aLInhbD3piPe/1LvpUt8mvnZE1DwmQchuKOUKxPp2qP1/XgkgWxAfEInj6ecwZ8PXWH5kU21/kFDOKJCE+IBLK/ywoS2RfRAEAZ0DoppsjsqZINIRHxCJ05kXUFFViRRdBtRObtA4u4kdFhHZOCZByK50rtMclVcCyBZ08o9AbsmluvNkXQZUciV83TzFC4pM1ikgAudyUpBdpENuST6PK0R2oktgFI42Ug5TUVWJ9IIcftYlIj4gEpX6KpzJusjkFRGZjEkQsit39p0Ib1cPAEyCkG2Iv6xhb0rN8n0ygYdfKYj3j4QBBvxzZjcAHleI7EWcXwQyC3ORc1lz1NT8LBhg4GddImJ9O0AmCDiecQ5aXSZC+boRkQk4Cie7EuoZgGFRPQGwHIZsQ6DaB54u6tr/1+oyEcJlFyUjxjcMCpkcG08bkyB87YjsQZx/OADgVOb5ercbSxb5WZcGV5UzIrxDcCI9iX2biMhkTIKQ3ZHLZJAJAgLVvmKHQgRBEGqXygXYXFNqlHIFYv06YEfSQZYxEdmRMM9AuCidapfANtLqMjiGkJj4gAgcSTuL1Pwsfr8SkUmYBCG7IwgyBLj71FsphkhM9ZMgXHVAaqJ9QgGAZUxEdkQuk6GjXwecyLh8JkgmAtUcQ0hJvH8kjqadRaW+ijN4iMgkPMKT3RkV06f2pIXIFnSq0xekqLyEgzSJMc7+YBkTkX2J84vA3uTj9W7T6jIQzES1pER6B9f+zIsMRGQKXtIiuzM4sgdu7jVe7DCIasXXmQkCcJAmNWy2TGSfOvqHIyknBUk5KXj0j3dRUVXJkkUJ8qlTphjMiwxEZAImQYiI2lgHr0DIBKH2/znAlhYfN496/yUi+xDnH44qgx6z/voEm8/uxbkcLZdZlSBjohoAnBQqESMhIqlgEoSIqI3JBBmeG3UnAMBd5QKNs5vIEZE5FDI5AMBF6SRyJERkTcblVY+lJwIA9AYDcksKmKiWGG9XjdghEJHEMAlCRNQO5LLqw22Ihz+EOrNCyPbF+IYBAHqHdhY5EiKyJhelE8K9gmr//9LyuEyCSAmb2BKRuXjUICJqB/Ka2QRBGi67KDUxvmHYN3NhbSKLiOxHnH8EzuWkAAAu5KYBAMthJKhzQBRGx/YVOwwikggmQYiI2oGxpMLP3UvkSMgSTIAQ2aeOfuFYc2IHgOokiEqurF0RiqTjl1vfFDsEIpIQyY3q5syZg0GDBsHV1RWenp5ih0NEZBJjEsRV6SxyJEREZNTJP7z25/O5qQj28INMkNzwmIiIzCC5o3x5eTmmTZuGBx54QOxQiIhMZiyHYe0yEZHtiKuzhPmF3DSEaFgKQ0Rk7yQ3Gn/ttdcAAN999524gRARmcFYTmGcEUJEROKrW/qSWZSLkTF9xAuGiIjaheRmgpirrKwM+fn59f4REbU34/RqzgQhIrItAyMSan/myjBERPbP7pMgb731Fjw8PGr/hYWFiR0SETmgKn0VACZBiIhszYtj7q79mSvDEBHZP5tIgjz33HMQBKHZfydOnLBo27NmzYJOp6v9d/HiRStHT0TUsoqqSgCAgkkQIiKbIq9TpsiZIERE9s8mRuNPPvkk7rjjjmYfExUVZdG2nZyc4OTkZNFziYispbyqAgCglNnEYZeIiGrUXQKbSRAiIvtnE6NxPz8/+Plx+iER2a9LM0HYGJWIyJbIhUvHZY2zm4iREBFRe7CJJIg5Lly4gJycHFy4cAFVVVU4cOAAACAmJgbu7u7iBkdE1AQP5+rjk6+rp7iBEBFRPXVX7RIEQcRIiIioPUguCfLyyy/j+++/r/3/nj17AgD++ecfjBgxQqSoiIiaN6Zjf3x63SwMqrMKARERia9uOQwREdk/yR31v/vuOxgMhgb/mAAhIlsmCAIGR3bnVUYiIhtTtzEqERHZP8klQYiIiIiIrEXBJAgRkUNhEoSIiIiIHBbLYYiIHAuP+kRERETksGQCh8NERI6ER30iIiIiIiIicghMghARERERERGRQ2AShIiIiIgcnlKuEDsEIiJqB0yCEBEREZHDC9L4ih0CERG1A6a8iYiIiMihfTzlGcT5R4gdBhERtQMmQYiIiIjIoQ2L7iV2CERE1E5YDkNEREREREREDoFJECIiIiIiIiJyCEyCEBEREREREZFDYBKEiIiIiIiIiByCwzVGNRgMAID8/HyRIyEiIiIiIiIiazCe4xvP+ZvicEmQgoICAEBYWJjIkRARERERERGRNRUUFMDDw6PJ+wVDS2kSO6PX65GSkgK1Wg1BEMQOxyz5+fkICwvDxYsXodFoxA6HyOr4Hid7x/c42Tu+x8ne8T1OjkCq73ODwYCCggIEBwdDJmu684fDzQSRyWQIDQ0VO4xW0Wg0knozEpmL73Gyd3yPk73je5zsHd/j5Aik+D5vbgaIERujEhEREREREZFDYBKEiIiIiIiIiBwCkyAS4uTkhFdeeQVOTk5ih0LUJvgeJ3vH9zjZO77Hyd7xPU6OwN7f5w7XGJWIiIiIiIiIHBNnghARERERERGRQ2AShIiIiIiIiIgcApMgREREREREROQQmAQhIiIiIiIiIofAJAgREREREREROQQmQYiIiIiIiIjIITAJQkREREREREQOgUkQIiIiIiIiInIITIIQERERERERkUNgEoSIiIiIiIiIHAKTIERERERERETkEJgEISIiIiIiIiKHwCQIERERERERETkEh06C7N69G4MGDYKbmxsEQcCBAwfEDomIiIiIiIiI2ojDJkEqKiowbdo05OTkYN68efjxxx8RHh6O1NRUPPfccxg5ciTUajUEQcCmTZvEDree33//HTfccAOioqLg6uqKuLg4PPnkk8jLy2vw2IiICAiC0ODf/fff3/6BExEREREREYlIMBgMBrGDEMOJEycQHx+PL7/8Evfcc0/t7Zs2bcLIkSMRGxsLX19f7Ny5E//88w9GjBghXrCX8fX1RXBwMCZPnowOHTrg8OHDWLBgAaKiorBv3z64uLjUPjYiIgJeXl548skn622jY8eO6NevX3uHTkRERERERCQahdgBiCUjIwMA4OnpWe/23r17Izs7G97e3liyZAmmTZsmQnTNW7JkSYOkTO/evXH77bfj559/rpfUAYCQkBBMnz69HSMkIiIiIiIisj0OWQ5zxx13YPjw4QCAadOmQRCE2qSCWq2Gt7e3iNG1rLFZKVOmTAEAHD9+vNHnlJeXo6ioqC3DIiIiIiIiIrJpDjkT5L777kNISAjefPNNPProo+jbty8CAgKssu3i4mIUFxe3+Di5XA4vLy+r/E4ASEtLA1BdKnO5v//+G66urqiqqkJ4eDieeOIJPPbYY1b73URERERERERS4JBJkIEDB6KsrAxvvvkmhg4diqlTp1pt2++88w5ee+21Fh8XHh6OpKQkq/3e//3vf5DL5Q32JSEhAUOGDEFcXByys7Px3Xff4fHHH0dKSgr+97//We33ExEREREREdk6h0yCtKXbbrsNQ4YMafFxdZuXttbChQvx9ddf45lnnkFsbGy9+/788896/3/nnXdiwoQJmDt3Lh555BGEhoZaLQ4iIiIiIiIiW8YkiJVFRUUhKiqq1dspKSmBTqerd1tgYGCDx23duhV33303xo0bhzlz5rS4XUEQ8MQTT2Dt2rXYtGkTG6YSERERERGRw2ASxMoKCwtRWFjY4uPkcjn8/PyavH/RokW488476912+WrGBw8exDXXXIOuXbtiyZIlUChMeznDwsIAADk5OSY9noiIiIiIiMgeMAliZe+9955VeoKMGzcO69evb/L+s2fPYvz48fD398eqVavg7u5ucoyJiYkA0GwShoiIiIiIiMjeMAliZdbqCRIUFISgoKBG70tLS8MVV1wBmUyGtWvXNpnMyMnJgYeHB+Ryee1tFRUVePvtt6FSqTBy5MgW4yQiIiIiIiKyF0yCNGL27NkAgKNHjwIAfvzxR2zbtg0A8OKLLzb7XGv1BGnO+PHjkZiYiGeeeQbbtm2rjQ0AAgICMHbsWADVTVFnz56NqVOnIjIyEjk5OVi4cCGOHDmCN998s9EeI0RERERERET2SjBc3mjCQWzatAkjR47E4sWLGywrKwhCk8+zhT9Xc/ENHz4cmzZtAgDs3bsXr732Gvbt24fMzEyoVCr06NEDjz76KKZNm9ZO0RIRERERERHZBodNghARERERERGRY5GJHQARERERERERUXtgEoSIiIiIiIiIHAKTIERERERERETkEJgEISIiIiIiIiKHwCQIERERERERETkEJkGIiIiIiIiIyCEoxA6gven1eqSkpECtVkMQBLHDISIiIiIiIqJWMhgMKCgoQHBwMGSypud7OFwSJCUlBWFhYWKHQURERERERERWdvHiRYSGhjZ5v8MlQdRqNYDqP4xGoxE5GiIiIiIiIiJqrfz8fISFhdWe8zfF4ZIgxhIYjUbDJAgRERERERGRHWmp7QUboxIRERERERGRQ2AShIiIiIiIiIgcApMgREREREREROQQmAQhIiIiIiIiIofAJAgRERERkYSU5eRgRUwM8k+eFDsUIiLJYRKEiIiIiEhCCk6cAAwGaFesEDsUIiLJYRKEiIiIiEhCZE5OAICq0lKRIyEikh4mQYiIiIiIJMRgMAAA9EyCEBGZjUkQIiIiIiIJ0ZeVAQCqav5LRESmYxKE6DKVxcUoy84WOwwiIiKiRhnLYFgOQ0RkPiZBiC5zcNYsrOvXD9uuvx5p69fXTjklIiIisgXGmSCpq1bhvxkzkHfokMgRERFJB5MgRJcpy8wEAAgyGXbffz92338/SjMyRI6KqO0lfvcdCs6cETsMIiJqgXEGSNdXXkHR+fPYeu21OPL665wZQkRkAiZBiC4nCAiZOBGDf/0VfT79FHkHDmDzVVchZ98+sSMjalNH33gDO6dPFzsMIiJqQVVpKSAIiLj1VoxYvRqdn38e53/9FTtuvhmlNRdziIiocUyCEF3GUFUFQS4HAASNG4fhq1fDPSoKO2+5BdoVK0SOjqhtGMu+KnQ6kSMhIqKW6MvKIHd2hiAIEORyRN91FwYvWoSS1FRsnTIF+SdOiB0iEZHNYhKE6DKGqioICkXt/zt5e2PADz8g6Morse/xx3Hqk0/YJ4TsjqGiAgCgLy8XORKilvEYTI6uqqwMMmfnerd5duuGob//DpWXF7Zdfz3S//lHpOiIiGwbkyBElzFUVUGQ1f9oyJ2c0PO99xD3+OM4OW8eDjz1FJelI7vCOnKSisTvvsPKmBic+vhjJu3IYenLyiB3cmpwu0tQEAb/+it8Bw7Ef/fei8Rvv2XSkIjoMkyCENVRlpODkpSUejNBjARBQMdHHkGvefOQsmoVdt5yC+tuyW4wCUJSUZycDAA4NX8+dkyfjrKsLJEjImp/FXl5UKjVjd6ncHND308/RfRdd+Ho7Nk4+OyzvHBDRFQHkyBEdRybMwdlmZm1PUEaE3LNNRj0668o1mqxdcoUNkwlu1A3CbL3kUdw7K23kL1nD68gku3R66Hu2BGDFi5E8YUL2H7TTSjLzhY7KqJ2VZycDNfQ0CbvF+RydJ41Cz3efRfaFSuw4+abaxOIRFJmMBhwdM4cbBwxAusGDsS/d9+Ni7//Dn1NWS+RKRw2CVJR80GprKxEZWVl7W2N/VxeXo6qqqpGf9br9QCAsrKyJn82GAwwGAwNfgYAvV7f5M/lNdN8q6qqGv25srKy3n5wn1q/TwWJiahSKgGZrNl9cu3UCUP/+ANOgYHYcsstOP7uuygrLLTJfbLH14n7ZP190peWQi+XQy+T/b+9+w5vqnz7AP49SZo03XsxSoG20LKnjCrIFvBFQAFRhooD0J+KgyXgAFTcyHKxFAH3BAUE2Xuvstuku3Q3bdIm5/2jbWxpCx1pT9J8P9fVS5qccR/75OQ593nOc8OQno7YLVuwd9w47HvoIaSeOWOTx9QQ/048JhNEoxFGpRIeHTqg18aNyNfpcGDyZBRkZ9vsMTXEvxOPqW6PSafRQNW48R2PyX/YMNz17bfQJydjx7BhuLp2LUyFhVZ5TA3x78Rjsvwx5d64gaurV8MxPBxNH3oIBXl5ODZ7Nnbddx9SDh+2yWNqiH8nKY+pKuw2CbJt2zYAwI4dO7Bjxw4AwJYtW7B3714AwM8//4wjR44AADZv3oxTp04BANavX4+LxTNuf/HFF7h27RoAYNmyZYiLiwMAfPDBB0gtHp779ttvIzs7GwaDAW+//TYMBgOys7Px9ttvAwBSU1PxwQcfAADi4uKwbNkyAMC1a9fwxRdfAAAuXryI9evXAwBOnTqFzZs3AwCOHDmCn3/+GQCwd+9ebNmyhcdUy2PKTkzEqXHjYJTL73hM6oAABC5ciBvjx+Pql1/ix0cewWfvvQedRoOTJ0+aj+ng7t3YvHo1tD//jF8++gjfvvsurqxahd/WrMG24uPj34nHJPUxGfPzcaNXL7i9+y56fP01UqZMgfvrr6MwJwdrPvsMu1euhCiKNnVMDfHvxGO6BlNhIY60aYO4uDg4N2uGU/fdh7SMDBz/3/9s9pga4t+Jx1S3x6TTahHt4lKlY4oxmXDPn3/i+ogR2Ld2LXYOGIDlS5bg3N69MBUUYNmyZbhx4QJuHj6M9999F4cWL8ax557D22+/jcOvv46rmzbx78Rjsppj0qemIt/NDbubNkWrF15A8Dvv4Opjj0Hp6Ym/X34Zy5csgSiKNnVMDfHvJOUxVYUg2tlY56ysLLi7uyM1NRXe3t7mjJFCoUBBQQEEQSj3b4PBALlcDrlcXu7fCoUCMpkMer0eDg4OFf5bqVQCKMqolf63SqWCyWRCQUFBhf8uLCyEUqmE0WiE0Wgs9+/CwkKIoggHB4dy/+YxVf+YZAUF2NK+PUwODgidNAkRr75a5WMqSExE9KefQrt1K4TcXMi9vODg4QFTRgbyMzIAQYDMaITc0xNyZ2eYMjJg0Okgc3RE48GDEfLMM3Bp2rTO/k6arVtxc9cuKJyd4dO/PwJ79rTZv1NDbHvWcEyZJ05g7/jxuPv33+EZFmY+DsFoxJklSxCzejWCx4xB+OzZUKrVNnFMDfHvxGNS4MycOUi7cgX3bNpkPo70gwdx5PHH0fy55xDx7LM2d0wN8e/EY6q7Y8pPTcXOXr3Q4dNPEThgQLWOKefyZVxftQpxu3YBOh0EQYDJwQGCwQBBFGFydISLvz/UgYEwKhQoSExEzrVrEB0c0HjwYIQ/9xwcAgPr5O+k12px5PnnkXPlClybNEHQQw+h2bhxUKrVNvl3aohtzxqO6eY//+Dos8+i7759cPX3Nx+Tg1yOCx9+iMtffIGWDz+MVnPmwGQy2cQxNcS/k1THpNPp4O7ujszMTLi5uaEydpsEudP/GLI/WdHR+Pe++wAALZ95Bq1feqna2yjIzsbNgweRdfEiCnNzoXB2hkvz5nBu3hzOwcFQODkBKHqeURcTg/itW3Fj3Tro09IQNm0aWj7zDGQVTMpaG/nJydgeFQXHgABAFJEXF4fA++5Dh7ffhsLZ2aL7ItuVvGcPDk2ahH67d8OpUaNy78du3ozTr72GwEGD0OnDD287bw5RXTEVFuLotGkwpKWh93fflXnv0tKliP74Y3T/8kv43XOPRBES1b30kyexd9Qo3P3rr3CPjKzRNgpzc5F+8iR0sbEQTSYoPT3hGhoK5+BgyIovZErob95E3K+/4urnn8OQno5WL72E5pMnl6ukV1unX3sN8Vu2IHTqVGSePo34P/+ER7t26LpyJVQ+PhbdVwmjXo/8hAQ4NWnC7zUbcX39epxbuBBDL1yAIAjl3o/59lucnjsXIZMnI3LOnAqXoYarqtf6lr3aIrJhOo3G/O+aJiIcXF0RMGAAAgYMuO1ygiDAuVkzhD79NEImTsTlZcsQ/cknSD1wAF1WrIDS3b1G+6+I5ocfIMjluPvXX+Hg5oa4337D6blzsW/sWPRYtw5KT0+L7atE/NatuLxsGdRBQWg2fjz87r7b4vsgyzIVT4xaUclFAGj60ENQuLnh+HPP4ZSjI9q//bbFO8BEdxKzYQOStm+HV7du5d4LnTYN6SdP4viLL+LuX3657aSRFdHfvImrn32G9NOnIRYWwqVFCwT07w+/Pn0snpwmqo2S/opTkyY13obC2Rm+vXoBvXrdcVmVtzeaT56MpmPHIvqDD3B+8WKknziBju+9B7mjY41jKM1UUIDEbdvQeMQItHjsMQBAyMSJOPL00zjwyCPo8fXXFk+E6NPSsGfECOTFxUHp5YXQadMQMmECv9usnD41FSpv70qTG8HjxkE0GnFm/nwIMhkiZs1iIoTK4aecqFjpJEh93g1QqNVo/dJL6PH118iKjsa+MWOgi4+3yLZFkwmxmzcj6L77oHR3hyAIaHz//ej93XfIT0zE4aeesnjZPFEUceGdd2DMz4c+ORmHJk/G6blzOWu3lSupDnO7Dm3Q4MHosGQJND/+iDMLFrByDNW7rOJnlSu6SBFkMnR8/30oXFxwdNq0ap/bjk6diphNm+Do6wvn4GCkHz+OI089hX+HDkXyv/9aJH4iS9DFxcHBzQ0O9TyiWaFWI3LOHHRZvhxJO3fiwCOPwJCZaZFtJ/z1F/QpKWj64IPm1zw7dkSPDRtgyMjAkaeftnh/Rfvjj9CnpKDL8uUIGDAA5958E8eee479FSunT06Gytf3tss0e+QRtJk3D9e+/BIXi+cIISqNSRCiYqVLx0kxJNKne3f02rwZxrw8HHj4YeQlJtZ6m6kHDkAXG4umY8eWed0tPBzdPv8cmefO4cy8ebXeT2lZ589DFxuLyNmz0fvHH9Fu4ULEfvcdTr76KsTi2aTJ+pR0LmV3uKvX+P/+D+0XLULMN9/g/OLF7FhQvSo5TwuVjMxQenigy7JlyL50CefefLPK282+fBlpR4+i/aJF6PzJJ+j43nvo+/ff6P3jj1D5+ODQY4/h7Btv8OKIrIJOo4G6FqNAaitw4ED0+vZb5Fy/jkPFlZlq6/ratfDu3h1u4eFlXndt0QJdV61C5rlzOLdwYa33U0IURWh+/BH+/fsjcNAgtF+0CF2WL0fi9u048dJLEIsrZJD10Wk0VRrpFzJxIiLmzMGVVasQ/cEH7K9QGUyCEBWTOgkCFH3Z99ywAabCQhycMAH6mzdrtb1rq1fDrVUreHXuXO49zw4d0Pb116H5/nvE//FHrfZTZp9r1sAxMBC+UVEQBAHBY8ei04cfIu7XX3FhyRKL7Ycsy5CWBrmzc5WG/Td96CHzHZZLH39cD9ERFckrPk/LbnOO9mjTBm3mz0fMt99C89NPVdqu5vvv4eDhAf9+/cq87tm+PXp8/TXazJuHG998gyNPP41Cna7mB0BkATqtttqPe1maR7t2uGvtWuRcu4bDTzxRq1EaGWfPIv34cYRMnFjh+57t2yNyzhzEfPMNbh4+XOP9lNnnyZPIjo5Gk5Ejza8FDhqETh99hPg//0Q0v9usVnXaf4vHHkPEzJm4vHw5Li1dWseRkS1hEoSoWJ4VJEEAwKlRI/RYvx4FmZm1Gv6Zc+0aknfuLJq8rJJnIZuMGoWgoUNx+rXXYEhPr03YAID8lBTE//47QiZMKHMxHXTffYiYORNXP/sMSTt31no/ZHl5cXHV6lSHTJyI1q+8gktLl+LyypV1GBlREdFoND8qeKdzdNMxY9B45EicnjvX/AhNZQp1OsR+9x2ajBxZ4Zw4giAgZOJEdPviC9w8fBgHJ0xAYW5uzQ+EqJbyqngnvK55tGmDu1avRsaZMzg1c2aN77TfWLcO6qCgcknI0oIffhge7dvj7Ouvw1RcHaI2rn71FZyDg8tNohw0eDBavfACLi9fzsfgrJCpsBB58fHVmg+nxZQpaPXyy7j08ce49OmndRgd2RImQYhQXK1Fq4XSywuAtEkQAHAJCSka/nn2LM7Mm1ejjsW1NWug8vFB0PDhlS4jCALazJsH0Wi0yF2PG19/DUGhQPAtj98AQPPHH4df3744+coryE9OrvW+yLJ0Gk21J9lr+dRTCHvuOVxcsgRXv/yyjiIjKpKflASx5HGUO0xyJwgC2r7xBlxCQnDoiSeQn5RU6bKa779HYU4OQiZNuu02/aKi0OPrr5F9+TKOTpsGk8FQ3UMgqrWSZKA1JEGAonk7Oi5Zgrhff8Xl5curvb7+5k3E/fYbmj3yyG1HIgoyGdouWICs6GjEfPttbUKGTqtFwtataP7YYxXOL9Ty6afhGxWFU7NmoTAnp1b7IsvKT0yEaDRWu/2HPv00wl94AdEfflijdkoND5MgRAAKMjJQmJMD52bNAEifBAGKHldpt2gRNN9/j2urV1drXUN6OjQ//IBmjzxSabWPEiofH4Q9+yxiNmxAVnR0jeM16vWI2bABTUaNqnCyNkEQ0OGddyDI5Tg9d26N90N1o6bDq8Oeew4tn3kG5xctqnY7JaqO0o8sogqJYYVajW5ffAGIIg499liF8xaIRiOurV6NwCFDKiwNfSvP9u3RdeVK3Dx0qGjeAM5zRPWsJBlYm8owlhY0dCjC/vc/RH/wAeK3bKnWurGbNgGCgKYPPXTHZT3atUPTBx9E9Acf1Opx4etr18LB1RWNSz0KU5ogk6HdwoUoyMrCxY8+qvF+yPJKvgdq0v7Dpk9H+PPP4+L77+Mi5wixe0yCEOG/yjAuISEAKp90r741eeABtJgyBecXL0by7t1VXi9m40bAZELwuHFVWj5kwgQ4NWmCc2+9VeMvhbhffoEhPb3SZ3qBojJ7bRYsQNKOHUjcsaNG+yHLKxkJVZMkiCAIaDVjBlpMmYJzb73FRAjVmdIVvKp6nlIHBOCu1auRFx+PA+PHl7twSti2DbrYWLR4/PEqx+HTo4d53oBLn3xS5fWILMF8EWglI0FKhD37LIKGDcOJl15CxtmzVVrHmJ+P62vXovGIEVB6elZpnVYvvQQAuPjeezWKsyA7G7GbNyP44YehcHKqdDmnoCCEPfssrq9di8xz52q0L7K8kvavrkLSuiJhzz6L1q+8gsvLlhVN7s5Ett1iEoQI/51UrWkkSInWL78Mv7vvxrHnnkPOtWt3XN5kMODG+vVoPGIEVD4+VdqHTKlE5Ny5SN2/H0nbt1c7RtFkwrWvvoL/vfeaE0mVCRw0CL5RUTj35pvmsqwkLX1KCkx6fY071YIgoPWrr5oTIRfefZcdC7K46o4EKeEaFoae336L/KQk7HngAdw8etT83rUvvoBXt27waNeuWrEEDhqE8Oefx6WlS5H0zz/VWpeoNswXgVaWBCkZ7ekWFoYjTz0FfWrqHdfR/PAD9GlpaPnkk1Xej8rbG+EvvojY775D+qlT1Y4zdvNmGPV6hDz66B2Xbf7YY3Bt0QKn583jd5qV0Gk0UPn53XGU8+20fOoptFmwANe++gpHp07lHE92ikkQIhSdVBUuLuY7ERU9IyoVQS5Hp48+gqO/Pw4/+SQKsrJuu7zmp5+Qn5SE5pMnV2s/fn36wPfuu3Fu0aJqT8aatGMHsi9fRospU+64rCAIaDN/PvISE3Fl1apq7YfqRskd9toMrxYEAREzZyJi9mxcWbUKR6dPv2NbJaqO0iNBqpMEAQC3Vq3Q+4cf4BgQgP1jx+LwU0/h0tKlSD9xolqjQEoLnToV/v364fiLLyL3xo0abYOounRaLVQ+PlCo1VKHUo7c0RFdVqyAaDLhyDPP3LYvYSosxNXPP0fQkCHmG1BVFTxuHNzCw3F2wYJqJSdMBgOurV6NRkOHwtHf/47Lyxwc0Patt5Bx8mTRCFuSnKUqI4U8+ii6ffYZUvbvx56RI5Fx5owFoiNbYj1XekQS0pVUxiiZbM/KnhN0cHVF15UrYbh5E8f+979K69ebCgtxZeVKBA4eDNewsGrtQxAERM6Zg7z4+Go90iCKIi59+im8u3eHd9euVVrHJSQELZ54AldWrkRuTEy14iTLs+Tw6haPP44uK1Ygdf9+7L7/fqQeOFDrbRIBRefpkvmGavLYnlPjxui5YQPaLVwIXUwMoj/6CA5ubvC/994axSPIZOj43ntQeXnh6LRpKMzLq9F2iKqjJpNY1yd1QAC6Ll9eNLH7/PmVflbj//gDOo0GLZ9+utr7kCkUaLNgATJOn4bm+++rvJ7mxx+Rn5iIlk89VeV1vLt0QZPRo3FxyZIqjW6humXJ9u9/772I+uEHyFQq7B01CucWLYI+Lc0i2ybrxyQIEYpOqupSSRBrnCzJJSQEnT75BCl79+L8O+9UuEzcb79BFxuL0KlTa7QP15Yt0ezRR3F52bLbVlMoLWX3bmSePYvQadOqta/QqVOh8vHB2TfesMr/3/ZEp9XCwdMTChcXi2wvcOBA3PPbb1D5+eHAI4/g6LRpSD9xgn9nqhWdRvPfHeMatiWZQoHgMWPQ8f33AQCCg0OtRv45uLmhy4oVyI2Jwek5c9jGqc7ptNoaz4dQXzw7dkS7t96C5rvvcPXzz8u9L5pMuLJyJfzuuQfuERE12od3165o9H//hwtLlsCQmXnH5U0FBbi8YgUChwyp9k2i1q++CshkOL94cY1iJcvJs9BIkBKuoaGI+uGHogIBGzdiR58+OD1vHtKOHuX5vIFjEoQI/w2vE6x0JEgJv6goRM6ejWtfflmuJKloNOLy8uXwv/deuEdG1ngfYc8+C7mjIy5UYdKxklEgnh07wqdnz2rtR+HkhMjXXkPyrl1I4iSpkrJ0pwIoerSm16ZN6PjBB8g4cwZ7R4/GriFDcPXLL2s1qz/ZJ5PBgPzExGoPm6+Ma2goANT4Aqw0t/BwtF+8GHG//IIb69bVentEt2PtI0FKNBk1CqFTp+LCO+8gdvPmMu8l7dyJ7EuX0PKZZ2q1j4hXX4VRr8elKlRw0f7yC/K0WoRV84YNAKi8vBDx6qvQ/vwzUg8erEGkZAlGvR75SUkWb/8yBweEPfss+u3aheYTJyJpxw7sGzMGO/r0QfTHH0MXF2fR/ZF1sLkkyO7duzF8+HAEBQVBEAT8/PPPUodENk40mcpfBFppEgQAmk+ebC5JemPDBvPr8Vu2IPfaNYROn16r7Svd3RH+wgvQ/vjjHScdu3nwINKPH0fotGn/JZCqIWDAAPjdcw/OvvEGh5JLqK461YIgoPH//R/67dyJ7mvWwC00FBffew/bevXCiRkzkH3pksX3SQ1TXnw8IIrmJEht79DJlEr0/PZbdLJQ+ctGw4cjZPJknFu0qMzEq1WRn5RU7XmYyD6VJAOtrTJMZcJffBHNHnkEp+bMMc+pIYoiLn38Mby6dq3yI7SVcfT3R/izz+L6118j6+LFSpczFRbi8rJlCBg4EG6tWtVoX01Gj4Zn5844M28eTAZDTUOmWsgrTkbUVftXeXmh1YwZ6L9nD3ps2ADfnj1x9csvsaNPH5yaM4c3cBoYm0uC5Obmon379li2bJnUoVADoU9JgclgKLoILB4Wbe1D4FrNmIGQCRNw5rXXcGHJEpgMBlxetgy+UVHwbN++1tsPHjMGbq1aFT2qUsmkY6IoIvrjj+EWGQm/Pn1qtB9BENBm3jzoU1JwZcWKWkRMtaHTauFUh8OrBbkcflFR6Lx0Kfrv24fWL7+Mm4cP499hw3D+7bd5AUh3ZK7gdYfqU9Xh3a0blB4eFttexKuvwrNTJxybPh15iYlVWic/ORnbevbEnxERuPDuuyjU6SwWDzU8JclAWxgJAvw3EXqzhx/G6TlzcGb+fMT98gsyz51D+PPPW2QfIRMnwrlZs6L5Ryrpr5Q8KhxWi5tEgkyGdm++idwbN3Clgkd8qO6Z5y+r4/YvyGTw6d4d7RcvxsADBxAxaxYStmzB7uHDq53kJutlc0mQIUOG4K233sIDDzwgdSjUQJSujFH9sQzSEAQBkfPmIWLmTFxZtQp/tG6N7EuXEPbcc5bZvlyONvPnI+PkScR+912FyyTv2oW0I0fQ6oUXajQKpIRzs2Zo8eSTuPr551UqAUyWZSosRF58fL11qlVeXmjx+OO4d8cOhL/wAq6vXYuDEybwDgvdlk6jAWSy/+4AWmGiWubggC5Ll0KQy3F06tQ7JvdEUcS14scafaOicG3NGuwbOxb5KSn1ES7ZIF0d3wmvC4JMhjYLFqDNggWI/f57nJgxA9533QWfu+6yyPZlSiXaLliAtKNHK+yvmAwGXPrkE/j371+rR4WBokffmj/2GC5/+ilyrl+v0jpGvZ6TbVqITquFIJfDMSCg3vapcHZGi8ceQ58tW+DUtCkOPvooknburLf9U92xuSRIden1emRlZZX5ISqtwsoYVtjBvpUgCGgxZQqifvwRAODTowe8OnWy2Pa9u3VD4wcewIV33y33BS4ajbiwZAm8u3ev8SiQ0kKfeQaOAQE4PXdulUbhGPPzkbJvHwwZGbXet73LT0yEaDTWe6daplQi9Jln0OObb5Bz/ToOTphQpcntyD7ptFqoAwMhd3QsesFKz9EqHx90XbECWRcu3LYyBgAk/v03rn7xBQCg7euvI+qnn2BITcX+MWN40UQVKkkGqoOCpA6lWgRBQMijjyJo8GAAQNDQoRbdvm+vXmg8ciQuvP12uQouNzZsgE6rResZMyyyr7D//a9a/ZVjzz2Hv7t2xb5x45DGUQS1otNo4BgYCJlCUe/7dvT3R4916+B3zz04OnUqUvfvr/cYyLIafBJk8eLFcHd3N/80sZEhhFR/dFotlF5eUDg7W22J3NvxaNcOg44fR7dbJkq1hIiZMwGTCRfefrvM69pffkF2dDRav/xyrUaBlJA7OqLdm2/i5qFD0P700x2XPzVrFg5OmIBtPXvi/OLFnE+kFkqPhJKCV6dO6Pn118hLTMThKVP4rDVVSKfRwKlx4/86v1Z8jvZo1w7tFi6E5rvvKi03bjIYcKFUlS+FqyvcwsPRc+NGFGRn49izz8JUUFBfIZON0Gm1UAcEQObgIHUoNSJXqwGgxvNy3E7ErFmAXI7T8+aZkxMF2dm49OmnaDp6dLUrwlRGoVYX9VcOHrxjed70kyeRtH07AgcPhlGnw76xY3Fl1Sqrf+TaWunqYBL36pAplej8ySfw6toVR5991tx/ItvU4JMgs2bNQmZmpvlHwwZLtyhTbs6KS+TejtLdHXKVyuLbVfn4IGL2bGh++AHxf/4JoGhoZ/SHHyJg0CB4duxosX359u6NRsOH4/zixeXu5JSWGxOD+D//RIspU9Dyqadwfd067B8zhkPIa6hkJJSUJRddw8LQ/YsvkHnmDM7fknAjAooeA3Bq0gRCcRLE2s/RTUaORIspU3B+4UJof/ml3Ps3NmxAbqn+iIOrKwDAuWlTdFm2DGlHj+Ly8uX1Fi/ZBlupDFOZ0OnTEfzww/Bo29bi21Z5eaH9woVI/OsvXF+zBgBwZdUqGPPyEPa//1l0X769e6PxyJE4v2gRdPHxFS4jiiIuvPsuXEJD0fmTTxD1009F1XLefRfn3njD6s9h1sga2n9JIsTBzQ1Hp09nstqGNfgkiEqlgpubW5kfotLKnFRtcCRIXWsyejSC7rsPp2bPRvaVK7jx9dfIT0pC65desvi+IufOBQQBJ199tdIOwrlFi6Dy8UHY//6H8P/9D71/+AH5KSnY99BDt02eUMV0Wi0c/f3rJIlWHZ4dOyJi9mxcX7sWidu3SxoLWZ+SkSCCDYwEKdH61VfRZNQonHzlFST89Zf59YKsLFxauhRNR482v1b6zr53t25o+fTTuLx8+W0rXpD9KXPTxgapAwLQ7s0362wkS+CgQWjxxBM4v3gxrn75Ja6tXo3mkydDXQdzSETOmQOFiwuOP/88TIWF5d5P+Osv3Dx0CJGzZ0OQyyHIZGj14oto++abuL5uHS4tXWrxmBo6qUeClFB6eKDTRx8h68IFXFm5UupwqIYafBKE6E5Kn1QFJkHKEQQB7RYuhDowELvvvx8X338fTceOhUvz5hbfl8rHBx3eeQfJu3bhxvr15d5P2bsXSdu3I2LmTCiKh9W6R0Sg9+bNMObn49ATT7C6QjXptFqoraBTAQDNHnkE/vfeizPz5qGA8zdRsUKdDoabN6EunQSxAYIgoN2iRQgcNAhHp0/H9XXrIIoiLi9fDpNej/AXXqh03dCpU+ESElLleQfIPljDnXBr1+rll4tGlS5aBFN+Plo+9VSd7KfkQjjj5ElEf/hhmfeM+fk4v3gx/O+9F353313mvWYPP4zwF17ApY8/ZsK/GgpzclCQnm417d+zfXu0fPppXPr0U2Rfvix1OFQDNpcEycnJwcmTJ3Hy5EkAwPXr13Hy5EnExsZKGxjZJFNhIfITEswnVf9+/eDXpw8a3X+/xJFZFwc3N7R9/XWY9PqizruFSttVxL9vXzR79FGcX7y4zCRipoICnH3rLXh17YqgYcPKrOPUpAm6f/EFcq5exdkFC+ostobImjrVgiCg7RtvoDA3FxeWLJE6HLISeaXKIkoxIV5tyBQKdPrwQ4RMmICzr7+OXYMG4ernn6PFk0/C0c+v0vXkKhUiX3sN6SdOIPHvv+sxYrJWJclAa7gTbs1kCgXaL16MgIEDix5bKH7UrC54de6MVi+9hCsrVyJ282bz61e//BL5SUmImD27wvVCp02Df//+OPnyy5U+TkNlWWNlpNBp06AOCsK5hQuZrLZBNpcEOXr0KDp27IiOxXMRvPjii+jYsSPmzZsncWRki/ITEspUxnBwdUX3L7+E0tNT4sisj2toqPnfKi+vOt1X5OzZ8OzYEUeeeQbZV68CAGI2bEDOlSto89prFU7G6h4ZibYLFkDzww/Q/vprncbXkORptXCyouHV6sBAhD//PGI2bkT2pUtSh0NWoHQFL0EuB2D9c4KUJsjlaPPaa+i6ahVyis9nLZ98EgDg0aFDpev59uoF36goXHz//QqH25N9ySu5CLSSpLU1kymV6LpihcWr0FSkxZQpCH74YZyaMwex33+PvMREXFmxAs0nToRLSEiF6wiCgI5LlkDu5IQzHO1VJeZJ3K0oCSJXqRAxaxZS9uxB8q5dUodD1WRzSZA+ffpAFMVyP2uKJ0Eiqg6pK2PYkpLEUH38v5IpleiybBlU3t7YP3YsknfvRvRHH6HpmDFwj4ysdL3GI0ei0fDhOLtgAecHqQKjXo/8pCSra//Nxo+HU+PGOF+qegbZL51GA5lSCUc/v//mErDBi4aA/v3Rc+NG9NmyxVzqt9fGjbjv3LlK12n98svIuXoVmh9+qK8wyUqVTgaS9RAEAW0XLEDThx7CqVdfxfZevaBwdkbo9Om3Xc/BzQ3t3nwTyf/+i7gKJk+mskq+B1S+vlKHUkbAgAHw6dED5xYuZLLaxthcEoTIkkqG16mDgiSOxDb0/v579Co15LMuKT090fPbb6H09sahyZMhKBR3nIxVEAREvvYaIAg4v3hxvcRpy/KscHgpUJQEa/3yy0jetQup+/dLHQ5JrGQySEEms6mJUSvi3bVrmVKdMgcHc0KkIu6RkQi87z5cWbkSotFYHyGSlTInA/39pQ6FbiHI5Wj31lsImTABQNGkqVV5DMf/3nuLbty89RYMGRl1HKVtK5m/TJBZ16WrIAhoPXMmcq9fRxxHIdsU62pJRPVMp9FYRWUMW+HZseNtn2O3NKWnJwLuvRcA0PTBB6v0mJLK2xsRr74K7c8/8wL6Dqx5JFTgkCHw6NABFz/8kEOF7VxJZRgANvk4TG21nDIFutjYMhVmyP7otFqog4Ks7iKQigiCgIjZs9Fr0yYEDR9e5fUi586FyWDA5WXL6jA622ctlWEq4tGmDfz798flTz/laBAbwjMp2TVrqoxBFStJfDhXoxpNk9Gj4dm5M84tWgTRZKqr0GyeLi4OglwOxzooH1hbgiAgbPp0pB8/jpuHDkkdDklIFxdnTtSVPA5Tl5MdWhuPdu3g06MHrqxaZVfJHypLp9Gwv2LlZA4O8OrSpcJ5yyqj8vFBy6eewvX165HLIg+VsqZJ3CsS/txzyI2J4WgQG8IkCNk1az+p0n8TB3q0bVvldQSZDBEzZyLrwgXE/fZbHUVm+3QaDdRBQVZbccOvTx+4RUbyDpmdKzMSRCZDx/ffR4d335U4qvrV4sknkXn2LG4eOCB1KCQRa74TTrXT/LHHoPL2xkVWRauQKIpW3/7dIyOLRoOsWMGbbzaCSRCya9Z+UqWiZ+iHnDkDt/Dwaq3n1akT/Pv3R/SHH8JkMNRRdLbN2tu/IAgImzYNqfv3I/3ECanDIQkYMjNRmJ1dpp02HjECKm9vCaOqf75RUXANDcWNb76ROhSSCG/aNFwKtRrhL7yA+D//RPrJk1KHY3UM6ekw5uZafftvOWUKcq9dQ8qePVKHQlXAJAjZLWN+PvTJyVZ/UiVA4eRUo/Vaz5gBXVwcYr791sIRNQy2MLw6YMAAODdvjqtffSV1KCQBa563pj4JgoDgceOQuH078lNSpA6H6llBVla5ZCA1LE0eeAAuoaGI/vhjqUOxOnk2UhnJs3NnuLdpg2urV0sdClUBkyBkt3RWWhmDLMc1LAxNHngAl5YtgzE/X+pwrI61jwQBih5/CHn0UST+9RfyEhKkDofqWUlZUGtP1tWHxg88AEEuh+a776QOheoZk4ENnyCXI2zqVKTs3o2M06elDseq2Ep5aEEQEDJpElL27EH2lStSh0N3wCQI2S12KuxD6LRpMKSnI5YXDmUU5uSgID3dJtp/k5EjIVerEbNhg9ShUD3L02ggd3auUmWohs7BzQ1BQ4ciZtMmPnNuZ2zlIpBqJ2joUDiHhOAS58EqQ6fRQOHiAgcPD6lDuaOg++6DytcX19eulToUugMmQchu5cXFQVAo4OjvL3UoVIecg4PRaNgwXP3sM5gKCqQOx2rYUqda4eKCJqNGIWbjRhj1eqnDoXpUMlqpOtUWGrLgceOQp9UiZe9eqUOheqTTaCB3coLSy0vqUKgOCXI5Qp95BknbtyPz/Hmpw7EatvQ9IFep0Gz8eGh/+gmGzEypw6HbYBKE7JZOo4E6MNBqK2OQ5bR8+mnkxcezUkwptjYSqtmjj8KQlob433+XOhSqR5wMsizPjh3hGh7OeY7sjC1dBFLtNLr/fjg1bYrLy5dLHYrVsIX5y0oLHjcOotGI2E2barWd1AMHcGr2bIhGo4Uio9KYBCG7ZQvzIZBluIWHw79/f1xZuZLDyIvptFrIVCqofH2lDqVKXEJC4Hv33bi+bh1EUazxdtJPncK/w4ebk0Bk3XRxcXBq1EjqMKyGIAgIHjsWSTt2ID8pSepwqJ6ULhNNDZvMwQEtHn8cCX/9xe+pYjqt1qaS4SofHzQaPhzX162DqbCwRttIPXgQBx55BLGbNnGi1TrCJAjZLd5htC+hTz+NnKtXkfTPP7Xelj4tzQIRScsW7yyGTJiAzLNna1wu11RYiHNvvYWs8+dxfMYMJsSsnCiKNtf5rQ+NR4yA4OCA2O+/r9V2zr75JjS13AbVD960sS+NR46Eg6srrq9bJ3UokhNNJuTFxdlc+w+ZNAn5CQlI3Lat2utmRUfjyFNPmX+P/vhj6FNTLRkegUkQsmM6rdamhtdR7Xh27AjPjh1rPVmVLj4ef3ftirhff7VQZNKwxU613z33wDk4uEZ/Q1EUcWb+fGScOoXQqVORfuwYErZsqYMoyVL0qakw5efbXDutaw5ubmg0bBhiN22q8TDp1EOHcH3NGpx89VVkXbxo4QjJkkqSgWomA+2GwskJwePGIXbzZhRkZ0sdjqT0KSkwGQw2lwx3j4iAd/fuuL5mTbXWy09OxuEnnjDPYafy84Mgk+HyihV1EKV9YxKE7FJBdjYKMjJs7qRKtRMycSJS9+9HVnR0jbdRMjw1Zd8+S4UlCVt7xhYoKpfb7NFHkbB1a7UfBbiyYgViN25Eu0WL0GrGDPj16YOLH35Y46GqVPdsbd6a+hQ8dizy4uKQvGdPtdfNvnQJR595Bh4dOsC5WTOcW7y4DiIkSzHcvMlkoB1q9uijMObn12q0llGvR8Lff9v095z5e8AG23/IxIlIO3oUGWfOVGn5wtxcHH7ySYhGI9rMnw8AcHB3R4spUxCzYQPyEhLqMly7wyQI2SVbqoxBlhM4eDAc/f1rNcQ0Lz4eQNGXla0yP2Zgg+2/yejRkCmV1ZoYMvb773Hx/fcR/vzzaDp6NACg1YwZyL1+HXE//1xHkVJt8TxdOY8OHeDWqhViN24EUPSZTtq1647z5eji4nBw8mSoAwNx1+rVaP3KK0jduxephw7VR9hUA0wG2id1QACC7rsP19eurdGIL1EUcXr2bBx95hmbLtdqy98DAf37Q924cZVGgxj1ehx56inkXLuGbp9/DteWLYveMJnQfNIkyJRK3Pjmm7oN2M4wCUJ2Ka/kpMpOhV2ROTggePx4aH/+GYaMjBptIy8uDkDRrN22Wv7MkJ4OY26uTbZ/B1dXNBk5EjHfflulcrnaX3/FqZkzETxuHEKnTze/7h4RAb++fXGtlhOtUt3RaTRw8PSEwsVF6lCsjiAICB43Dkn//IP8pCTE//YbDj/+OJL//bfSdfJTUnBw0iTIHBzQffVqOLi5IWDgQLhHRiL6o4/qL3iqFlu+E06103zyZOg0GiRu316t9URRxPnFi6H9+WcoXFxwaelSm53LTKfRQOnlBYWzs9ShVJsglyNkwgTE/fEH8pOTK13OVFCAY9OnI+3ECXT/4gu4R0aav/dEUYTCxQVNRo1C7KZNVer3UNUwCUJ2yVwZw8dH6lCongWPHQuYTDUqXZZ95QpufP01XMPDYTIYcHnZsjqIsO7l2fCdFaBomLA+NfWOc3rE//knTr70EpqMHIm2b7xRbhLYkEcfRda5c0g/dqwuw6UayrPR0Ur1pdH//R9kSiViN2+G/uZNAEBhVlaFy+YnJ+PA+PEw5ubirjVr4OjnB6AomRI6bRrSDh9G5vnz9RY7VZ1Oq4WDhwccXF2lDoXqmUe7dvDq2hXXvvqqyuuIoogL776La19+iTbz5+Pef/4BRBGXP/20DiOtO7Y6arVE04cegszBodJRHKaCApx48UUk79mDritWwLtbNwCAouTzXjyBe7NHH4UhLQ3xv/9eL3HbAyZByC6VlJuzpcoYZBkqb280uv9+XF+/vlrPyWZFR2P/ww9D6emJHuvWoeXTT+P6unXmoZq2RGfjI6FcW7aET69euLZmTaWjOOJ+/x3HX3gBQcOGof3ixRBk5b/ufKOi4NysGa6vX1/XIVMN2Hrnt645uLqi0fDhiNm4ESaDoejFCtp5flIS9j/8MApzc9Hjm2/g3KxZmff9+/WDY0AAbvBzYJV0Gg3LRNux5pMnF80rcfr0HZcVRREX33sPVz/7DJFz5yJkwgSovL3R8umnccNG55Sw9fLQDq6uaPrgg7jxzTfIS0hAbmys+T2jXo+j06cjYds2dP74Y/jdffd/65WMBClOgriEhMCnd2/Efvdd/R5AA8YkCNkldq7tW8jEiUWly6o4xDTj7FkceOQROPr5occ330Dl44PmkydD4eKCa19+WcfRWp5Oo4HCxQUO7u5Sh1JjzSdNQuaZM9B8/z3OLVpU5r0b33yD488/j6Bhw9Dh3XchyOUVbkOQyRA8diwS//7b7mfgt0Y8T99Z8MMPIz8xEUk7dwJAuWRfbkwM9o0dC2NeHnp+8w1cQkLKbUOmUCB43Dhof/3VZh/xa8hYJtq+BfTvD6emTe84GkQ0GnF67lxcWbkSEbNno/nkyeb3mj3yCOSOjtWuVGINGkL7D5k0CQUZGdjeuzf+6dsXQPEkqE88gZTiESCBgwaVWaeix38ajxiBtCNHoCt+LJtqh0kQsks6jcbmT6pUc+4REfDq1q1KHYKkXbuwf9w4ODVpgh5ffw2VlxeAohJ2IY8+ipjNm23uWduSToUtj4Ty69MHzsHBODVzJq59+SVMBQUQRRGXli7FmXnzEDJxIjouWQKZQnHb7QQNHw5TQQEStm6tp8ipKkSjEXnx8TxP34FH27bwaNcOaUeOAADEUqPbMk6fxt7RoyHIZOi1cWO5ESClNR0zBmJBAeL/+KOuQ6ZqYjLQvpXMKxG/ZUulIzlKRhRovvsO7d95By0ef7zM+w6urmg2fjxiNm5EQSWPzFkjU0EB8hISbK6S3a2cmzZFwMCB5t8NGRk4OHEi0k+dQvfVq+FfnBgpreTmTenkSODAgZCr1Yj79de6D9oOMAlCdseWK2OQ5YRMnIi0I0eQee5cpcvEbNyII08+CZ8ePdDj66+h9PAo836zRx+FIAiIsbEZu3UaDdQ2PrxakMkQMnGi+ffCnBycmTcP0R99hPAXX0Tk3LkVPgJzK3VAAHzuugtxv/xSl+FSNeUlJkIsLOR5ugqCH37Y/O+SSfOSdu3C/vHj4dS0KXp9990dk0mOvr7w6dkTcb/9VqexUvWIRiPyEhKYDLRzTR98EHJHxwofWTOkp+PgpElI3r0bXVeuNFdAu1XIpEkw6vWIrUXJ3fqWn5gImEwNov23eOwx87/3jhqFnBs30GP9evh0717pOkPOnEHrV14x/65wdkbAgAHQ/vILJ3S3ACZByO4Y0tJg1OmgbgAnVaq5gP79oQ4KqrB0nKmwEBfefRen58xB8Lhx6LpiBRROTuWWU3l5odH99yNm48YalbCTSkMYXgoATUaNMv/74KRJiN28Ge0WLULYtGnVGuXSaMQIpB48iLzExLoIk2qAZUGrLmjYMDi4uQEAjDodrq1eXZS87dmzzOi1O2l0//1IO3zYXAacpJeXlASxoMDm74RT7ShcXNB0zBjEbNyIQp3O/HpWdDT2PPAAsi9fRo+1a+F/772VbsPR1xeBAwcidtMmm7mAbkiVkTw7d/7vF0FA1Pffw7N9+9uuo3ByKnczp9H99yPn8mVkXbhQF2HaFSZByO6UlDhtCCdVqjmZQoFmjzyCuN9+gz411fy6/uZNHJo8GVc+/xwRs2ejzYIFlc4pARRVm8lPTLxtaUprIppMyIuLaxDtX+HiAs9OnQAAefHx6LF+PYLHjKn2dgIHDYLMwQHxvAtuNUom77X1EUv1QaFWI3j8eADA5ZUrce6tt9B88mR0WbYMCrW6ytsJHDgQMpUKcaw+YDWYDKQSIRMnoiA7G9offwQAxG/dir2jR0Ph4oK7f/4ZXl263HEbwWPHIufKFaTZSEU0nVYLCALUQUFSh1JrgiCg9w8/oMno0ej9/fe3fTzxdnx794bSy4uPLloAkyBkdxpSZplqp+mYMYBMhpiNGwEA6SdPYvf99yMrOho91q1Di8cfv+OIAve2beEWGYmYb7+tj5BrLT85GSaDocF0qu9avRohEyci6scfzaXlqsvB1RV+ffsinvOCWA2dRgNHf3/IVSqpQ7EJrV58EY7+/ijIykKnDz9ExKxZd5wP51YKFxcE9OvH582tSF5Jf4XJQLvn1KgRAgYMQMymTTj/9ts4Nm0a/Pv2Ra/Nm6vcn/W+6y44NW2KWBvprzS07wHPDh3Q4Z13yj1aXR0yBwf433tvlSf2p8oxCUJ2R6fV2nxlDLIMpYcHGg0fDu2PP+Ly8uXYN2YM1IGBuPuXX+DTo0eVtiEIAoIfegjJ//4L/c2bdRxx7ZnL4zaQJKDCxQVt5s2rdVInYMAAZJw8ifzkZAtFRrWh02o5CqQaBJkMHd9/H3f//DMa3X9/jbfT6P77kXXhAnKuXbNgdFRTOq0WKl9fyB0dpQ6FrEBAv37IOn8e11avRsSsWej08ccVPqpbGUEmQ5NRo5CwbRsK8/LqMFLL4Px9FQvo3x85V64g5/p1qUOxaUyCkN0pqQxjy5UxyHL8+vRBbkwMLn7wAVpMmYKeGzZAHRhYrW0EDhkCADZRYSSvgSVBLMW/b18IcjmSduyQOhRCUTttKKOV6otPjx5wDQ2t1TZ8o6Igc3TkXUYrodNoeK4mM//+/dF4xAj0/u47tHjiiRr1YxsNGwZjbi6Si8tqWzO2/4r59O5ddJ7etk3qUGwakyBkd5hZptL8oqLQZNQo9Pz2W7R+6SXIlMpqb0Pl7Q2fXr1sorKCTqOB0surwhr09kzp4QGvLl148WcleJ6WhtzREb69ezMZaCV0cXFMBpKZ0t0dHd9/Hx7t2tV4G87NmsG9bVvb6K8wGV4hhVoN39692V+pJSZByO6UjAQhAopKjnV49114d+1aq+00Gj4caUeOWH1lBV5cVs6/f3+k7t+PwtxcqUOxa0a9HvlJSTxPSySgf3+kHT9uE4/3NXS8E051odHw4UjetQsF2dlSh1IpY34+9CkpbP+VCOjfH+nHj5eZ2J+qh0kQsiuiyYS8+HieVMniAgYMgEyptPoZu9mprlxAv34wGQxI2btX6lDsWl58PCCKbKcS8e/bFxBFmxgu35AxGUh1Jei++2AqKEDi339LHUqldMWVHNVs/xXyv/deQBCQxPN0jTEJQnaloVXGIOthrjDy559Sh3JbHF5aOefgYLiGhvI5W4mxLKi0VD4+8OzYEYl8JEZSTAZSXVEHBsKrc2ernseMlRxvT+XtDa9OndhfqYUaJ0GeeOIJ7Nq1y4KhENW9hlYZg6xL4MCByDh9GvlJSVKHUiFTQQHyEhKgZvuvlH///kjatQui0Sh1KHZLp9VCkMvhGBAgdSh2K6B/f6Ts2QOjXi91KHbL3F9hMpDqQED//kjZt89qq8TkabUQFAqo+T1QKb++fZF64ABMBoPUodikGidBUlJSMHjwYDRp0gQvv/wyTp06Zcm4iOpESWaZpRepLvj16QNBLrfaO6h5CQmAycRO9W349emDgvR0ZJ47J3Uodkun0UAdFASZQiF1KHbLv18/GPPykLp/v9Sh2C2dRlOUDKxmtTKiqvDv1w8mvd5qP+Ml3wOCXC51KFbLLyoKRp0OacePSx2KTapxEuSXX35BQkICXnvtNRw5cgSdOnVCZGQkFi1ahBs3blgwRCLLydNqWRmD6kxJhRFrrazA8rh35tm+PRQuLkjes0fqUOyWTqtlolpiLi1awKlpUyT/+6/UoditPK0WjgEBTAZSnXBp3hzOISFW21/hJO535ta6NZTe3khhf6VGajUniKenJ5588kns2rULMTExmDRpEtavX4+WLVtaKj4ii2JlGKprAQMGWG2FEZ1WCwgC1EFBUoditWQODvC+6y5OjiqhPM5bIzlBEODbuzc71xLiJNZU1/zvvRdJ//wD0WSSOpRy2P7vTJDJ4Nu7N2/a1JBFJkYtKCjA0aNHcejQIdy4cQP+/v6W2CyRxTGzTHXN34orjOg0Gjj6+0OuUkkdilXz7d0b6SdOoDAnR+pQ7BLP09bBNyoKuTdumB8jpfqli4tjMpDqVED//tCnpCDz7FmpQymHk7hXjW9UFLLOnWOp3BqoVRJk586dmDJlCvz9/TFp0iS4ubnh999/h7Z4yDWRteFIEKprzk2bwjUszCqHmPLismp8e/eGWFCAm4cPSx2K3SnMzYUhLY3naSvg06MHBLncKhO69oB3wqmueXbqBAd3d6ubx6wgOxsFmZls/1Xg27s3ACBl3z6JI7E9NU6CNGrUCPfddx9SU1Px2WefISkpCV999RX69esHQRAsGSORRZgKCpCXmMiTKtU5v7vvRsrevRBFUepQymCnumqcmzWDunFjPgogAVbwsh4Orq7w6NCBQ60lwGQg1QeZQgG/Pn2s7qYNKyNVnaOvL9xat0bK7t1Sh2JzapwEWbBgARISEvDTTz9h9OjRUHF4NVk5Vsag+uJ7993IT0pC9qVLUodSBoeXVk3JfAjJvANe70oevWA7tQ5+UVFI3b8fpsJCqUOxK0wGUn3x69MHWRcuID8lRepQzMyVHNn+q8Q3KqroxpsVzu1izWqcBJkyZQo8PDwsGApR3WJ5XKovXl26QOboaFUjCYz5+dCnpLBTXUW+UVHIvXYNurg4qUOxKzqNBjKVCipfX6lDIRR9Dgqzs5Fx+rTUodgV3gmn+uLbsycAINWKHqfQabWQOTpC5eMjdSg2wS8qCvrUVGRFR0sdik2xyMSoRLaAlTGovshVKnh362ZVz9KXdKrV7FRXiU+PHoBMZlV/Q3tQUh6Xj9VaB4+2beHg5mZVCV17oNNoIFMqmQykOqfy8YFbZKRVfcbzih/d5fdA1Xh27gy5Ws1HYqrJZpMgy5YtQ7NmzeDo6Iju3bvjMCewoztgZQyqT75RUbh5+DCM+flShwKAdxarS+nuDs/27ZkEqWecvNe6CHI5fHr1sqoLJHtgTgbKbLabTjbEt1cvpOzbZzXzmPF7oHrkKhW8u3fnebqabPLsumnTJrz44ouYP38+jh8/jvbt22PQoEFITk6WOjSyYnmcD4HqkV9UFEx6PW4eOSJ1KACK2r+gUEDNEuZV5tu7N1L374doNEodit3gedr6+PbujfRTp1CQlSV1KHYjjxeBVI98e/eGPiXFauYxYyXH6vONikLasWMo1OmkDsVm2GQS5IMPPsCUKVMwefJkREREYOXKlXBycsJXX30ldWhkxZhZpvrk0rIlHAMCrCYzr9NooA4KgiCXSx2KzfDp3RsFGRnIPHdO6lDsgiiKPE9bId+oKMBkQuqBA1KHYjc4iTXVJ2uax4zfAzXjGxUFk8GA5J07pQ7FZthcEsRgMODYsWPo37+/+TWZTIb+/fvjAL+g6TaYWab6JAhC0YzdVtCpAJgErAnP9u2hcHFhidB6UpCRgcKcHJ6nrYxTo0Zwbt4cyXzevF6Ioshy5lSv5CoVvLt2tYrHPw1paTDm5fF7oJpcmjcHABx77jmJI7EdCqkDqK7U1FQYjUb43zKk29/fHxcvXiy3vF6vh16vN/+exeGcdsmYnw99aio7FVSvfHv3hua775CXmAh1QICkseg0GrhHRkoag62ROTjA+667kLJ3L8KmTZM6nAbPXB6X52mr49e7NxJ37IAoipyssI4VZGYyGUj1zjcqChfffx9GvV7SufPMk7izkmO1lD4v/zt0qMW2G/bccwgcNMhi27MmNpcEqa7Fixfj9ddflzqMWjPm5yPut9+gcHGBwsUFDi4ucPDwgIObGxzc3SFTNPg/5R0l/P03jj7zDAYdPw6lu3uZ98wnVXauqR759uoFALh56BAa/9//SRqLTqtF4ODBksZgi/yionBm/nwk7dwJdWAgFG5ucHB1hcLZmZMWWhgn77VePr174/q6ddg/bhzUjRpB4eQEuVoNhbNz0X+L+yUKV9eifomrq/mzIndyYuKkGpgMJCn49u6N84sWIe3oUXPfRQrm9s/vgWqL+uUXXFq6FOrAQIttsyGXKba5K2cfHx/I5XIkJSWVeT0pKQkBFdxpnTVrFl588UXz71lZWWhigx8s/c2bODVzZqXvK1xcijoexYkRpYcHHNzdofL2hsrHBypf36IfHx84+vpC7uzc4DolSdu3AwD0KSnlkyA8qZIElJ6eULi6Qi/xpM0F2dkoyMxkp7oGfHv3BgQBh594ouwbMhkcXF2h9PCA0sur6MfT0/xflZcXlN7eUHp5wdHPDypfXyar70Cn0RR9l91y/ibp+fTogcYjR8Jw8yby4uJg1OlQqNPBmJeHwtxcFObmAiZThesKcnlRcsTVFQ4eHubPhqrkc+PtDVXxZ0Xl4wNHPz/IHBzq+QitB5OBJAXXsDCofH2RsmePtEkQrRYKV9dy/Xi6M482bdBt1Sqpw7AZNtcjUyqV6Ny5M3bs2IERI0YAAEwmE3bs2IHp06eXW16lUkHVAEqiOjVqhKHR0UWdjZwcFGZnw5CZiYJSP4aMDBRkZaGg+L86rRaGtDToU1NhMhjKbE+uVkPl6wt1YCDUQUFQN2oEp0aNoG7UqOj3oKAGVUpWp9VCcHBgZQyqd0oPDxgyMyWNgZ3qmnNu1gyDjh2D4ebNovNrdjYKs7KK/p2VBUNGBgxpaTCkpSHn6lXoDx+GIS0NhTk5ZTckk8HR1xeOAQFw9PeHo7+/+fzrHBwMp+Bgu+/0lcxb09AS9A2BwskJHZcsqfR9URRh1On++3xkZ6MgKwuF2dlF/y5+3ZCeDn1aGnJv3ED6sWPQp6WhMDu77MYEASofH6gDA+EYEAB1QEDR5yYwEM5NmsC5WTM4eHjYdDs5MGEC8pOT0Xfr1nLv6TQayJ2d4eDhUf+Bkd0SBAHe3bpB+8svMObnQx0UBKcmTeDctCmcmjaFg6trvcTB+fuovthcEgQAXnzxRUycOBFdunRBt27d8NFHHyE3NxeTJ0+WOrQ6JVMooHR3r3ZHWRRFFGRlQZ+aCn1KStFP8b/z4uORGxOD1AMHkJ+UBJTUCBcEqIOC4NK8edFPixZwCQmBS4sWUPn5WWXn43b1zXUaDdSBgayMQfVO4eaGKytWAABcW7aES8uWcGnRAgq1usbbzE9OxokZM9Bl+fIqdUw4Eqp2anLeNRkMRRd8N28iPykJ+YmJyE9KQl5iIvITE3Hz4EHkJSaWuQB08PAwdzidmzWDa2go3MLC4BwSYhd3xnVaLR9ZtFGCIEDh7AyFszNQzfmPSn9W9Ckp/31OEhKQl5CA1AMHyn9W3NzgFBwM55KfkBC4tWoFl+bNbeIGTuq+fZW+lxcXx2QgSSJ4/HgU5ubi5qFDyIuPL5PMV3p5FX03BQcXfT+FhcEtLAxOTZtadJQjJ3Gn+mKTSZAxY8YgJSUF8+bNQ2JiIjp06ICtW7eWmyyVigiCYO7Eu7ZoUelyJoMBeQkJyIuLgy4uDrnXryP76lWk7N2LG998A7GwEEBR58OtdWu4R0bCLSIC7hERcGnRwnqGelfQcWC5OZJKQUYGACBm40YUpKcXvSgIcGrcuOhz1KYN3CMj4dGmTZWfvYzdvBmp+/fj5sGDCBgw4I7L67RayBwdofT2rulhUDXJlErziA/3iIhKlzNkZkIXE4Pc2FjoYmORW/zvm4cOQZ+SAgAQHBzg0rw53MLC4BoeDo927eDRti0c3Nzq63DqhU6rhd8990gdBtWz0p+V2ynIzoZOoyn6jMTEQBcTg5wbN5B25EjRTRwUPXrj3Lw53MLDi35at4Znhw5QenrWx6FYBO+Ek1R8uneHT/fuAIpuLBrS04u+l2Jji76nir+fUvbsgSEtDUDR59elZcuipEh4ODzat4dHmzZFCdEayNNo4F+qAihRXbGSq9bqmz59eoWPv1DNyZRK812VW5kKCqDTapFz9SqyoqORdf48Erdvx7WvvipaV6WCR7t28OrSBV6dO8OzUyerGtqt02rh0aaN1GGQHTIUJz7uKZ7YOOfaNeRcvoysS5eQdf48rn7+ufkOp2NAQNHnqGtXeHftCrfWrStOLhaPehIreQb/VnnF5RZ5Z9H6KN3doWzXDh7t2pV7z5CejuzLl5F96RKyLl1C9qVLSNq503x3zqVFC3i0awfPDh3g2bkz3MLDbXayVtFkQh7vANJtOLi6wr34xsutCrKzkR0dXXRevXgR2dHRSP73X/O51blZM3h06FD0WenQofJzqxXQabXwjYqSOgyyc4IgQOXlBZWXFzw7dCj3vj41tcx3U/alS0j8+28YdTpAJoNry5bwaN++KJESE4N7/vjjjqOxRaMRuvh4fg9QvbDObwCyOjIHh6LHYUJCEFAqQ1uQnY3M8+eRefYs0o8fh+b77/8b+h8aCp8ePeB7993w7t4dCicnqcJHnlaLoCFDJNs/2S+jTgcAcPT3hyCTwbN9e3i2b29+XxRF6GJjkXn2LDLOnkXGqVO4+N57MOn1kDs7w6tTJ3h37w6/u++GW0QEBEGAqaAAwH8Jljvh8FLbpPT0hHe3bvDu1s38mmgyIef6dWScOoWMU6eQfuoU4n7/HWJBARw8PeFz113w6dEDPj16wDkkxGYSX/qUFJgMBt4BpxpxcHUtugnTpYv5tZJza/qpU8g4cQLpp04h/o8/IBYUQOHiAu+77oJvz57w6dULLi1aWMVnRRRFnq/JJqh8fKDy8YFPz57m10SjEdlXrpi/mzJOn0bW+fMAgMwLF+54MzI/ORliQQG/B6heMAlCteLg6vrf8LnHHzd3OtKOHUPakSNI3LED19etg0yphFfnzvC9+24EDhpU4WiTWqtkThBWxiAptVu0CAlbt1Z6h14QBPMIrKDi2u5GvR6ZZ87g5pEjSDtyBJdXrMDF996DytcXfvfcg9zYWAAwPy5xJzqNBt533WWZAyJJCTIZXFu0gGuLFmgyciSAovaSfuIEUg8cQOqBAzj7xhsQCwvhGBiIgP79EdC/P7y7dYNMqZQ4+sqxLChZWulza+P77wfw37k19eBBpO7fj/Nvvw2TwQBHf3/43XMPAgYOhE/PnpLNK6JPSYFJr+dFINkkQS43P4rW9KGHAACFOTn4q1s33Dx06I5JEPMk7o0a1XmsREyCkEWV7nQ0GTkSoigi9/p1pOzZg+Q9exD98ce48M47cGvdGoGDByNw8GC4tmxZpzGxc01SCh4zBsFjxlRrHblK9d9dzWeegclgQNqxY0j+918k79qF7MuXARQNR72TkjuLTdj+Gyy5SlU0AuSuu4AXXiia2O7IEaT8+y8Sd+zAjfXroXBxgd899yBo6FD49eljdZNHmju/bKdUh0qfW8OmT0dhXh7Sjh5Fyp49SNqxA7GbN0Pu7Ay/e+5B4IAB8O/fv15HsXISa2poFC4u8OrUCTcPHUKLxx+/7bIl7Z8TZFN9YBKE6pQgCOYKMyETJ6JQp0Py7t1I2LIFVz77DNEffgi3Vq3QZPRoNPq//4PKy+u228uKjoYgl98+cXLLiBB2KsjWyZRK8yMOETNnIi8hASdnzkTWxYt3XNeQlgZjXh7bvx1RODvDv08f+Pfpg8h585B18SKStm9HwrZtODp1Khzc3BA4ZAgajxgBry5drGIeEZ1GA6WXV40n0yOqCYVaDb+oKPhFRSFi1izkXLmCxG3bkPD33zj+wguQOzsjaPBgNH7gAXh3717nnxXeCaeGyLt7d1z98kuIJtNtP0M6rRZKb29JH58n+8EkCNUrhZMTggYPRtDgwTDq9UjZvRvan3/G+Xfewfl33kFAv35oOmYMfKOiKnw+99/77gMADL96tfKd3DJZpE6rhVytZmUMajDUgYEIuPdenH/7bRjz8yF3dKx0Wd5ht2+CIMC9dWu4t26NsGefRfaVK4j75Rdof/0VsZs2wTk4GMHjx6PJ6NGSTmbNeRBIaoIgwDU0FK6hoQidOhU6jQban3+G5scfofnhB6iDgtB07FgEjx0LVR31J3RaLRw8PaFwcamT7RNJwatzZ0R/9BFyrlyBa1hYpcuxMhLVJ+lv/5DdkqtUCBgwAF2WLcOA/fsR8eqryLl+HYcmT8auwYNxY8MGFOblVX2DJRUzKhgJomZlDGpgvLp0gclgQMbZs7ddjiOhqDTXli3RasYM9Nu1Cz03boRH+/a4sGQJtvXsiVOzZiHzwgVJ4mIShKyNU5MmCHv2Wdz7zz/otXkzfHv3xuVly7C9d2+cePllZJw5U+m6oiji0tKlVXpksTRWSKKGyKN9e0AmQ9rx47ddjt8DVJ+YBCGroPLyQvPJk3HPH3+g58aNcGneHGfmzcP2qChEf/IJCorL3FWFaDSW+Z0nVWqIXMPDIXdyQvqxY7ddTqfVQuHqCgc3t3qKjGyBIAjw7toVnT78EAP27kXo1KlI3r0bu4cNw+EpU5B+4kS9xqPTapmoI6skCAK8OndG+8WLMWDfPoQ//zxuHjyIPSNGYP/48Ug9eLDcOrrYWER/9BEuvPdetfbFO+HUECmcneHWujXS7tRfYfunesQkCFmVko551xUrcO8//6Dx8OG4snIldtx9d5nOxK2jPUoTb3kchndWqCGSKRTwbN/+zndW2KmgO1D5+CBs2jT0+/dfdHjvPeTGxmLv6NE48Mgjd+y0WoKpsBD5CQmcDI+sntLTEy2fegr9du1C52XLUJCVhQPjx2Pf2LFI2bfP3DcpKV9eUs68qnjThhoqr06dkH6b/orJYEB+UhLbP9UbJkHIajk3bYo28+ej365daPzAA7j25Zfm94y5uZWvWCoJUlIZgxeB1BB5duyI9BMnbpsUZKeaqkqmUKDJAw+gz5Yt6LxsGQwZGdj30EM4MnUqcq5fr7P95ickQDQaeZ4mmyHI5QgaPBh3//orun72GYz5+Tg4YQIOTZ6MrOho5CclAQBkcnmVt2kqLERefDw/B9QgeXXqhNwbN6C/ebPC9/MSEgCTie2f6g2TIGT1HP380GbePHMyBAB0cXGVLl/6gtBw82ZRZQxeBFID5NmpEww3b0IXG1vpMnkcCULVJMhk5gu8ju+/j8wzZ7Br0CCcWbAAhsxMi++PZczJVgmCgIB+/RD100/osmIFdLGx+HfYMER/9BEAwHTL47m3k5+YWJQM5OeAGiDPzp0BoNJHLVkZieobkyBkMxz9/dF2wQJAJkPGqVOVLld6ThBWxqCGzLNjRwCo9JEY0WiELj6e7Z9qRJDJ0HjECPTdvh2tXnoJ2p9+ws4BA6D99dfbjj6qLp1WCwgC1EFBFtsmUX0SBAGBAweiz9atiJw92zwSxFDJXe+KcBJrasjUQUFw9Pev9BFLnUbD7wGqV0yCkE1RuLjALTy8wos+c5e81OMw7FRQQ6b08IBLixaV3lnJT06GWFDA9k+1Ilep0PLJJ9F32zb4dO+OEy+8gIMTJ5rPr7cyFRZWa/s6jQaO/v6Qq1SWCJdIMjKlEs0nT0a/XbsQOGTIbUfp3apkhCsvAqkhEgQBnp07VzoviE6rhWNAAGRKZT1HRvaKSRCyOZ53mFyp9B1KnVYLBzc3VsagBut2nweOhCJLcvTzQ+elS9Htyy+Re+MG/h02DJrvvy9zztWnpeGP8HDEb91a5e1y3hpqaBzc3BAwcCByY2KgT0ur0jpMBlJD59WpEzJOn4bJYCj3Hidxp/rGJAjZHM+OHZFz9SoMGRkVvi/eMhJEzZMqNWBenTohKzoahTk55d4ruVPPqhtkSf59+uCeP/5A4KBBOPnqqzg6dar5Qi8vPh4AkPLvv1XeHpMg1BB5FT+umHHyZJWW12m1PFdTg+bZqRNMBgMyz58v9x6/B6i+MQlCNsezQwcAQMaZMxUvUHpOkLg4nlSpQfPs2BEwmZBewTw5Oq0WSm9vKNRqCSKjhszB1RUd3n0XnZctw80jR7D7/vuRcfo09KmpAABBoajytljBixoidePGUPn43LGMeQneCaeGzq1VKwgODsg4fbrce2z/VN+YBCGb4xwcDIWra/mTaPGQ7NJDs/M0GiZBqEFzadECCldXpFdwt5GdCqprQYMH457ffoOjvz/2jRmDG+vWASiaVLUqjPn50Ccn8zxNDY4gCPDs2LHKI0HyeCecGji5SgW3Vq3K3cQszMuD4eZNtn+qV0yCkM0RZDJ4tG1bYSYZ+O9xGFbGIHsgyGTwaNMGmWfPlnuPw0upPqgDA9FzwwY0GTUKycWPwRRUsZSueTJIJuuoAfJo1w4ZZ8+WeUy3Ika9HvlJSUxaU4Pn0bZtuSRIHucvIwkwCUI2yaNdO2RW8jhMSYnc/KQkVsYgu+BeQacC4EgQqj9ylQrt3noLHT/8EADMj8XcibmCFzu/1AC5t22Lwuxs5MbE3Ha5vOJkID8H1NB5tGuHnCtXUJiba36Nk7iTFJgEIZvk0a4d8pOSkJ+UVP7N4sdheFIle+HRti3yExLKXHiaDIaiO4ts/1SPGt9/P0KnTkX25ctlHk2sTJ5WC0GhgDogoB6iI6pfHm3bArjNHGbF2F8he+HRti0gisg8d878mk6jgeDgAEd/fwkjI3vDJAjZJHPHooJHYkqGnbIyBtmLijraeQkJgMnEkSBU7zzat4c+NbWoDd6BTqOBOigIglxeD5ER1S+lhwecmjatdORqCZ1WC0EuhyOTgdTAubRsCZmjY5n+u06rhRO/B6ieMQlCNskxMBAqH5+K5wUpSYJotVD5+LAyBjV46saN4eDuXmZeEN5ZJKl4tG8PAMiooGLRrThvDTV0Hm3aVDqHWYmSZKCsGlWViGyRTKGAe0REmZs2Oo2G80JRvWMShGySIAhFE45VcHel9EgQ3gUneyAIQtG8IKWTIBoNIAhQBwZKGBnZI0dfX6iDgpgEIULxHGbnzpnnK6sIPwdkTzzatSs/EoTtn+oZkyBks0qSIObnzktK5JYkQeLieFIlu+HRtm2ZIdc6rRaOAQGQKZUSRkX26tZObmV0Wi2T1dSgubdtC2NeHnKuXq10Gd60IXvi0a4ddLGxMBRXEcvj9wBJgEkQslnubduiICMDutjYsm+UGgnC+UDIXni0bVtmsmB2qklK7m3aFN39vk1p0ILsbBRkZDBZTQ2ae2QkIAi3TQrqtFr2V8hulMxjlnnmDAqyslCQlcXvAap3TIKQzfJo1w5A+clRRZOpqDJGYiJPqmQ33EsmRy1+JIbDS0lK7pGRKMzJMU9QXRHzvDVM1lED5uDqCpfmzcs8rlhaYU4OCtLT+Tkgu+HcrBkULi7IOHOGZdJJMkyCkM1SeXnBMTAQWRculHldNJmQFx8PiCI7FWQ31IGBUHp5mSdH5UgQkpJ7RAQAlCmDeCtW8CJ74d62baVlcnVxcQAAp0aN6jMkIskIMhnciycM5iTuJBUmQcimuUdEIPP8+TKviSYTT6pkdwRBgEdxR7swLw+GmzfZ/kkyKh8fOAYE3D4JotVC5ugIlY9PPUZGVP882rRB1vnzMBUUlHvPfCecSWuyIyXz+uk0GsjVaii9vaUOiewMkyBk09xaty43EgQmU1GnQiaDOihImsCIJODepg0yz5xBHh8zICvg3qZNpY8AAECeRgOnxo0hCEI9RkVU/9zbtIHJYEDOtWtlXheL+ysylQoqX1+JoiOqfx5t2yI/IQHpJ0/ye4AkwSQI2TT3iAjoU1ORn5JSpjqMTquFOiAAMgcHiSMkqj8ebdtCn5qKm0eOAODwapKWe2Rk0eSoJRW8bsF5a8heuLVqBQAVPr5b8jngRSDZk5J5/RK2bOENG5IEkyBk09xatwYAZJ0/b+5omzsVPKmSnSmZHDVh61YIDg5w9PeXOCKyZ+6RkShIT0deQkKF7/M8TfbCwdUV6saNKx65ymQg2SF1o0ZwcHMDwEfXSRpMgpBNc2rcGAoXF2ReuGAujctOBdkrR39/qHx9kbpvH5yCgiDI5VKHRHbMPTISAMyT9ZYmiiLP02RX3Fq1QubFi2VeK3kchslAsjeCIEDl5wcAULP9kwSYBCGbJshkRfOClB4JIorQaTSsOEB2RxAEuIaFAWCngqTn6O8Ppbd3hZOjGtLSYNTpePFHdsP9lr4KAIhGI5OBZLdKHgFj+ycpMAlCNs+9dWtkXrgA0WgEABTm5LAyBtmtksn12P5JaoIgmOcFuVVJBS81560hO+HWujUMaWnQJyebXzOkp8OYm8ukNdklo14PgP0VkgaTIGTz3CIikHv9OgpzcwEAuthYAKyMQfZJVVxmju2frEGlSRCWBSU7UzKHWeb58+bXcmNiAHASa7JPxrw8APweIGkwCUI2z611a0AUzROO5ZYkQZhZJjskUyoBsP2TdXCPjIQ+ORn61NQyr+u0WihcXaF0d5coMqL6ZZ7DrNQcObxpQ/YsaMgQAEUTBxPVNyZByOa5hoZCUChgSEsDUNSpkCmVrIxBdslUPLzUsXjCMSIpmUuDRkeXeZ2TQZK9EWQyuIaHlxkZlRsTA4WLCxyYDCQ7FDl3LoacOiV1GGSnmAQhmydXqeDSooX597z4eKiDgiDI2LzJ/gQMHAgAcGnZUuJIiADnpk0hc3QslwTJi4vjaCWyO+6tW5dNgsTGwqlJE/MEkUT2RJDLoXBxkToMslO8SqQGwb34WVugaLZ13mEke+XdtSuGX70KlZeX1KEQQZDL4RoaiuxbSoNyJAjZI7dWrZAXH2/+XRcby2QgEZEEmAShBsEtIqLM76w4QERkHdxatSozEkQ0mZAXH8+LP7I7t/ZVSkaCEBFR/WIShBqE0iNBAE4yRkRkLdzCw5F9+TJMhYUAgPykJJgMBiZByO64hoUBpR7VNebm8nNARCQBJkGoQXC7NQnCTgURkVVwCw+HSa83lwPVabUAeJ4m+6NQq+HcrFmZ19T8HBAR1TubS4IsXLgQPXv2hJOTEzw8PKQOh6yE0tMTjgEB5t85EoSIyDq4hocDALKLH4nRaTQAePFH9sm9uGJSCSYDiYjqn80lQQwGAx588EE888wzUodCViZ06lTzv9mpICKyDipvb6h8fZFVPDmqTquF0tsbCicniSMjqn8cuUpEJD2bS4K8/vrreOGFF9C2bVupQyEr02z8eKgbNYLcyQlKVsYgIrIapSdHZWUYsmelkyBKLy8onJ0ljIaIyD4ppA6grun1euj1evPvWVlZEkZDdU2QyeDUuDEEQZA6FCIiKuYaFobEv/8GAOTFxfHuN9ktj3btzP9mMpCISBo2NxKkuhYvXgx3d3fzTxN+4TRogkzGTgURkZVxa9UKOo0GhTk5HAlCdk3l7Y1emzcD4KMwRERSsYokyMyZMyEIwm1/LhY/S1xds2bNQmZmpvlHUzwhGzVM8gpmXiciImm5FU8GmXn+PPISE+HUqJHEERFJR5DLAXAkCBGRVKzicZgZM2Zg0qRJt12mefPmNdq2SqWCSqWq0bpkezp/+imUnp5Sh0FERKW4tGgBQS5H0s6dgMnEiz+ya4Ks6B4kR4IQEUnDKpIgvr6+8PX1lToMagBcQkKkDoGIiG4hV6ng3Lw5ErdvB8CLP7JzxfOWsUw0EZE0rCIJUh2xsbFIS0tDbGwsjEYjTp48CQBo2bIlXFxcpA2OiIiIKuQWFob4P/4ABAHqoCCpwyGSjEuLFmj60EPw6thR6lCIiOySzSVB5s2bh7Vr15p/71j8BbJz50706dNHoqiIiIjodkoSH44BAZAplRJHQyQdhZMT2i9eLHUYRER2yyomRq2ONWvWQBTFcj9MgBAREVkvpZcXAE4GSURERNKyuSQIERER2R5VcRJE7e8vcSRERERkz5gEISIiojqn9PYGAMidnCSOhIiIiOwZkyBERERU50qSHwpnZ4kjISIiInvGJAgRERHVOefgYABAwKBBEkdCRERE9szmqsMQERGR7VEHBGD41atSh0FERER2jiNBiIiIiIiIiMguMAlCRERERERERHaBSRAiIiIiIiIisgtMghARERERERGRXWAShIiIiIiIiIjsgt1VhxFFEQCQlZUlcSREREREREREZAkl1/gl1/yVsbskSHZ2NgCgSZMmEkdCRERERERERJaUnZ0Nd3f3St8XxDulSRoYk8mE+Ph4uLq6QhAEqcOplqysLDRp0gQajQZubm5Sh0NkcWzj1NCxjVNDxzZODR3bONkDW23noigiOzsbQUFBkMkqn/nD7kaCyGQyNG7cWOowasXNzc2mGiNRdbGNU0PHNk4NHds4NXRs42QPbLGd324ESAlOjEpEREREREREdoFJECIiIiIiIiKyC0yC2BCVSoX58+dDpVJJHQpRnWAbp4aObZwaOrZxaujYxskeNPR2bncToxIRERERERGRfeJIECIiIiIiIiKyC0yCEBEREREREZFdYBKEiIiIiIiIiOwCkyA2YtmyZWjWrBkcHR3RvXt3HD58WOqQiGrkxo0bePzxxxESEgK1Wo0WLVpg/vz5MBgMZZY7ffo0oqKi4OjoiCZNmuDdd98tt63vvvsOrVq1gqOjI9q2bYs///yzvg6DqMr0ej06dOgAQRBw8uTJMu+xnZOt++OPP9C9e3eo1Wp4enpixIgRZd6PjY3F0KFD4eTkBD8/P7z88ssoLCwss8yuXbvQqVMnqFQqtGzZEmvWrKm/AyC6jUuXLuH//u//4OPjAzc3N/Tu3Rs7d+4sswzbONmShQsXomfPnnBycoKHh0eFy1iqTVvz9SuTIDZg06ZNePHFFzF//nwcP34c7du3x6BBg5CcnCx1aETVdvHiRZhMJqxatQrnzp3Dhx9+iJUrV2L27NnmZbKysjBw4EAEBwfj2LFjWLJkCRYsWIDPPvvMvMz+/fsxbtw4PP744zhx4gRGjBiBESNG4OzZs1IcFlGlXnnlFQQFBZV7ne2cbN0PP/yARx99FJMnT8apU6ewb98+PPzww+b3jUYjhg4dCoPBgP3792Pt2rVYs2YN5s2bZ17m+vXrGDp0KPr27YuTJ0/i+eefxxNPPIG//vpLikMiKmPYsGEoLCzEP//8g2PHjqF9+/YYNmwYEhMTAbCNk+0xGAx48MEH8cwzz1T4vqXatNVfv4pk9bp16yZOmzbN/LvRaBSDgoLExYsXSxgVkeW8++67YkhIiPn35cuXi56enqJerze/9uqrr4rh4eHm3x966CFx6NChZbbTvXt38amnnqr7gImq6M8//xRbtWolnjt3TgQgnjhxwvwe2znZsoKCArFRo0biF198Uekyf/75pyiTycTExETzaytWrBDd3NzM7f6VV14RIyMjy6w3ZswYcdCgQXUTOFEVpaSkiADE3bt3m1/LysoSAYjbtm0TRZFtnGzX6tWrRXd393KvW6pNW/v1K0eCWDmDwYBjx46hf//+5tdkMhn69++PAwcOSBgZkeVkZmbCy8vL/PuBAwdw9913Q6lUml8bNGgQoqOjkZ6ebl6m9OeiZBl+LshaJCUlYcqUKVi/fj2cnJzKvc92Trbs+PHjiIuLg0wmQ8eOHREYGIghQ4aUGaV04MABtG3bFv7+/ubXBg0ahKysLJw7d868DNs4WSNvb2+Eh4dj3bp1yM3NRWFhIVatWgU/Pz907twZANs4NTyWaNO2cP3KJIiVS01NhdFoLNMQAcDf3988FI/Ill25cgVLly7FU089ZX4tMTGxwjZf8t7tluHngqyBKIqYNGkSnn76aXTp0qXCZdjOyZZdu3YNALBgwQLMnTsXv//+Ozw9PdGnTx+kpaUBqF0bz8rKQl5eXl0fBlGlBEHA9u3bceLECbi6usLR0REffPABtm7dCk9PTwBs49TwWKJN28L1K5MgRGQRM2fOhCAIt/25ePFimXXi4uIwePBgPPjgg5gyZYpEkRNVXVXb+dKlS5GdnY1Zs2ZJHTJRtVS1jZtMJgDAnDlzMGrUKHTu3BmrV6+GIAj47rvvJD4KospVtY2Loohp06bBz88Pe/bsweHDhzFixAgMHz4cCQkJUh8GkVlN+uD2TiF1AHR7Pj4+kMvlSEpKKvN6UlISAgICJIqKqLwZM2Zg0qRJt12mefPm5n/Hx8ejb9++6NmzZ5mJIAEgICCgwjZf8t7tluHngupSVdv5P//8gwMHDkClUpV5r0uXLhg/fjzWrl3Ldk5WqaptvOQiMCIiwvy6SqVC8+bNERsbC6Co/d5aDaCqbdzNzQ1qtbpWx0JUkeqcx3///Xekp6fDzc0NALB8+XJs27YNa9euxcyZM9nGySpUtw9+O5Zo03K53OqvX5kEsXJKpRKdO3fGjh07zGXnTCYTduzYgenTp0sbHFEpvr6+8PX1rdKycXFx6Nu3r/nOoUxWdlBajx49MGfOHBQUFMDBwQEAsG3bNoSHh5uHoPbo0QM7duzA888/b15v27Zt6NGjh2UOiKgCVW3nn3zyCd566y3z7/Hx8Rg0aBA2bdqE7t27A2A7J+tU1TbeuXNnqFQqREdHo3fv3gCAgoIC3LhxA8HBwQCK2u/ChQuRnJwMPz8/AEXt183NzZw86dGjR7myz2zjVJeq2sZ1Oh0AlOujyGQy80gotnGyBtXpg9+JJdq0TVy/Sj0zK93Zxo0bRZVKJa5Zs0Y8f/68+OSTT4oeHh5lZu0lshVarVZs2bKl2K9fP1Gr1YoJCQnmnxIZGRmiv7+/+Oijj4pnz54VN27cKDo5OYmrVq0yL7Nv3z5RoVCI7733nnjhwgVx/vz5ooODg3jmzBkpDovotq5fv16uOgzbOdm6//3vf2KjRo3Ev/76S7x48aL4+OOPi35+fmJaWpooiqJYWFgotmnTRhw4cKB48uRJcevWraKvr684a9Ys8zauXbsmOjk5iS+//LJ44cIFcdmyZaJcLhe3bt0q1WERiaJYVB3G29tbHDlypHjy5EkxOjpafOmll0QHBwfx5MmToiiyjZPtiYmJEU+cOCG+/vrroouLi3jixAnxxIkTYnZ2tiiKlmvT1n79yiSIjVi6dKnYtGlTUalUit26dRMPHjwodUhENbJ69WoRQIU/pZ06dUrs3bu3qFKpxEaNGolvv/12uW1t3rxZDAsLE5VKpRgZGSn+8ccf9XUYRNVSURJEFNnOybYZDAZxxowZop+fn+jq6ir2799fPHv2bJllbty4IQ4ZMkRUq9Wij4+POGPGDLGgoKDMMjt37hQ7dOggKpVKsXnz5uLq1avr8SiIKnfkyBFx4MCBopeXl+jq6iredddd4p9//llmGbZxsiUTJ06ssA++c+dO8zKWatPWfP0qiKIoSjIEhYiIiIiIiIioHrE6DBERERERERHZBSZBiIiIiIiIiMguMAlCRERERERERHaBSRAiIiIiIiIisgtMghARERERERGRXWAShIiIiIiIiIjsApMgRERERERERGQXmAQhIiIiIiIiIrvAJAgRERHVq127dkEQBGRkZEiy/x07dqB169YwGo0AgAULFqBDhw4W389dd92FH374weLbJSIioppjEoSIiIjqTJ8+ffD888+Xea1nz55ISEiAu7u7JDG98sormDt3LuRyeZ3uZ+7cuZg5cyZMJlOd7oeIiIiqjkkQIiIiqldKpRIBAQEQBKHe9713715cvXoVo0aNqrN9GAwGAMCQIUOQnZ2NLVu21Nm+iIiIqHqYBCEiIqI6MWnSJPz777/4+OOPIQgCBEHAjRs3yj0Os2bNGnh4eOD3339HeHg4nJycMHr0aOh0OqxduxbNmjWDp6cnnnvuOfMjLACg1+vx0ksvoVGjRnB2dkb37t2xa9eu28a0ceNGDBgwAI6OjpUuc/XqVTRv3hzTp0/H66+/jjZt2pRbpkOHDnjttdfMxzlixAgsXLgQQUFBCA8PBwDI5XLcd9992LhxYzX/zxEREVFdUUgdABERETVMH3/8MS5duoQ2bdrgjTfeAAD4+vrixo0b5ZbV6XT45JNPsHHjRmRnZ2PkyJF44IEH4OHhgT///BPXrl3DqFGj0KtXL4wZMwYAMH36dJw/fx4bN25EUFAQfvrpJwwePBhnzpxBaGhohTHt2bMHDz/8cKUxnz59GoMGDcLjjz+Ot956C1qtFm+88QaOHDmCrl27AgBOnDiB06dP48cffzSvt2PHDri5uWHbtm1lttetWze8/fbb1fr/RkRERHWHSRAiIiKqE+7u7lAqlXByckJAQMBtly0oKMCKFSvQokULAMDo0aOxfv16JCUlwcXFBREREejbty927tyJMWPGIDY2FqtXr0ZsbCyCgoIAAC+99BK2bt2K1atXY9GiRRXuJyYmxrz8rfbv349hw4Zhzpw5mDFjBgCgcePGGDRoEFavXm1OgqxevRr33HMPmjdvbl7X2dkZX3zxBZRKZZltBgUFQaPRwGQyQSbjAFwiIiKp8duYiIiIJOfk5GROgACAv78/mjVrBhcXlzKvJScnAwDOnDkDo9GIsLAwuLi4mH/+/fdfXL16tdL95OXlVfgoTGxsLAYMGIB58+aZEyAlpkyZgm+//Rb5+fkwGAzYsGEDHnvssTLLtG3btlwCBADUajVMJhP0en3V/kcQERFRneJIECIiIpKcg4NDmd8FQajwtZJKKzk5OZDL5Th27Fi5Ki+lEye38vHxQXp6ernXfX19ERQUhG+//RaPPfYY3NzczO8NHz4cKpUKP/30E5RKJQoKCjB69Ogy6zs7O1e4v7S0NDg7O0OtVlcaExEREdUfJkGIiIioziiVyjKTmVpKx44dYTQakZycjKioqGqtd/78+XKvq9Vq/P7777jvvvswaNAg/P3333B1dQUAKBQKTJw4EatXr4ZSqcTYsWOrnNQ4e/YsOnbsWOX4iIiIqG7xcRgiIiKqM82aNcOhQ4dw48YNpKammkdy1FZYWBjGjx+PCRMm4Mcff8T169dx+PBhLF68GH/88Uel6w0aNAh79+6t8D1nZ2f88ccfUCgUGDJkCHJycszvPfHEE/jnn3+wdevWco/C3M6ePXswcODAqh8YERER1SkmQYiIiKjOvPTSS5DL5YiIiICvry9iY2Mttu3Vq1djwoQJmDFjBsLDwzFixAgcOXIETZs2rXSd8ePH49y5c4iOjq7wfRcXF2zZsgWiKGLo0KHIzc0FAISGhqJnz55o1aoVunfvXqX44uLisH//fkyePLn6B0dERER1QhBFUZQ6CCIiIqL68vLLLyMrKwurVq2q8jqiKCI0NBRTp07Fiy++WKV1Xn31VaSnp+Ozzz6raahERERkYRwJQkRERHZlzpw5CA4OrvKjOSkpKfj000+RmJhYrVEdfn5+ePPNN2saJhEREdUBjgQhIiIiug1BEODj44OPP/4YDz/8sNThEBERUS2wOgwRERHRbfB+ERERUcPBx2GIiIiIiIiIyC4wCUJEREREREREdoFJECIiIiIiIiKyC0yCEBEREREREZFdYBKEiIiIiIiIiOwCkyBEREREREREZBeYBCEiIiIiIiIiu8AkCBERERERERHZBSZBiIiIiIiIiMgu/D/et6CcsxyRQQAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(len(f1_values), 1, figsize=(11, 7), sharex=True)\n", "\n", "for ax, (f1_val, out), color in zip(axes, f1_runs, f1_colors):\n", " v_out = out.state_variables['v']\n", " ax.plot(out.time, v_out, color=color, lw=1)\n", " ax.axhline(1.4, color='gray', ls=':', lw=0.8) # vc reference\n", " ax.set_ylabel('v')\n", " ax.set_title(f'f1 = {f1_val}', loc='left')\n", " ax.invert_xaxis()\n", "\n", "axes[-1].set_xlabel('time (kyr)')\n", "fig.suptitle('Effect of f1 threshold (last 1000 kyr, vc=1.4)')\n", "plt.tight_layout(); plt.show()" ] }, { "cell_type": "markdown", "id": "g24-f1-cap", "metadata": {}, "source": [ "**Figure.** Ice volume for three deglaciation restart thresholds $f_1$. High $f_1=-10$ (less negative): glaciation resumes at a relatively high insolation value — cycles are shorter and more frequent. Low $f_1=-25$: the system stays in the interglacial state longer, producing extended warm periods and occasional cycle skipping. $f_1=-16$ (default) gives a good balance between termination frequency and cycle length." ] }, { "cell_type": "markdown", "id": "cell-20", "metadata": {}, "source": [ "## Solver notes\n", "\n", "**`max_step=0.5` kyr is required.** Regime switches (k=1↔2) are discrete events evaluated inside `dydt`. An adaptive solver with unrestricted step size can stride over a switch condition, silently missing terminations. Always pass `kwargs={'max_step': 0.5}`.\n", "\n", "**Time is in kyr; negative = past (ka BP).** `t_span=(-2000, 0)` runs from 2000 ka to the present.\n", "\n", "**Initial condition `y0=[v0, k0]`:** `v0=0.0` starts ice-free; `k0=1` starts in the glaciation phase. Starting with `k0=2` (deglaciation) and `v0=0` produces an immediate spurious termination.\n", "\n", "**`k` is non-integrated.** The ODE solver only integrates `v`. The regime index `k` is updated in-place inside `dydt` and stored alongside `v` in the output's state variable array.\n", "\n", "**Callable parameters must have signature `(t)`, `(t, state)`, or `(t, state, model)`.** The dispatcher counts all positional arguments, including those with defaults. Functions with keyword-only defaults like `vc_func(t, vc1=..., vc2=...)` must be wrapped:\n", "```python\n", "Model3(vc=lambda t: vc_func(t))\n", "```\n" ] } ], "metadata": { "kernelspec": { "display_name": "pb_jpl_env", "language": "python", "name": "pb_jpl_env" }, "language_info": { "name": "python", "version": "3.11.0" } }, "nbformat": 4, "nbformat_minor": 5 }