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{
"cells": [
{
"cell_type": "markdown",
"id": "44258b02-cea4-4286-b1ed-d27de2a5f284",
"metadata": {},
"source": [
"# Analysis of Steady-State Magnetization in SSFP Sequences\n",
"\n",
"In this notebook, we will:\n",
"\n",
"- Define functions for Bloch equation simulations under SSFP conditions.\n",
"- Implement a procedure to find the steady-state magnetization through iterative pulses.\n",
"- Compare the magnetization from different approaches (reset, carry-over, and fully converged steady state).\n",
"- Visualize the error as a function of phase increments $ \\theta $ and different flip angles.\n",
"\n",
"$\\,$ \\newline\n",
"\n",
"---\n",
"\n",
"$\\,$ \\newline\n"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "a06968c4-2c74-4146-af67-9d3d7586a77e",
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"%matplotlib inline\n"
]
},
{
"cell_type": "markdown",
"id": "7a0e1af9-10e6-413e-8c2c-87aaf5be65b4",
"metadata": {},
"source": [
"## Define Constants and Parameters\n",
"\n",
"We define $ T_1 $, $ T_2 $, the repetition time $ TR $, and an off-resonance frequency $ df $.\n",
"We also define a function $ bloch\\_ssfp $ that simulates the magnetization under a given SSFP sequence for a specified number of pulses.\n"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "4b65e267-6e5b-426e-b2e4-edc2d3bbda27",
"metadata": {},
"outputs": [],
"source": [
"# Parameters\n",
"T1 = 500.0 # ms\n",
"T2 = 200.0 # ms\n",
"TR = 20.0 # ms\n",
"df = 75.0 # Hz\n",
"\n",
"thetas = np.arange(-180, 181, 30) # increments of 30 degrees\n",
"\n",
"# Pulses to achieve steady state\n",
"num_pulses = int(5 * T1 // TR)\n",
"while num_pulses % len(thetas) != 0:\n",
" num_pulses += 1\n"
]
},
{
"cell_type": "markdown",
"id": "12cac80e-a1e5-446d-b1b8-517be3b85c9c",
"metadata": {},
"source": [
"## Bloch Equation Implementation\n",
"\n",
"The bloch_ssfp function simulates the magnetization evolution under SSFP conditions."
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "1449e0be-51f8-4830-aaec-26edada00abc",
"metadata": {},
"outputs": [],
"source": [
"def bloch_ssfp(T1, T2, TR, flip_angle, df, theta, M0, n_pulses):\n",
" flip_rad = np.deg2rad(flip_angle)\n",
" theta_rad = np.deg2rad(theta)\n",
" E1 = np.exp(-TR / T1)\n",
" E2 = np.exp(-TR / T2)\n",
" \n",
" M_eq = np.array([0.0, 0.0, 1.0 - E1])\n",
" E = np.diag([E2, E2, E1])\n",
" phi_off = 2.0 * np.pi * df * (TR / 1000.0)\n",
" phi_total = theta_rad + phi_off\n",
" \n",
" Rz_phi = np.array([[np.cos(phi_total), -np.sin(phi_total), 0.0],\n",
" [np.sin(phi_total), np.cos(phi_total), 0.0],\n",
" [0.0, 0.0, 1.0]])\n",
" \n",
" Rx_alpha = np.array([[1.0, 0.0, 0.0],\n",
" [0.0, np.cos(flip_rad), -np.sin(flip_rad)],\n",
" [0.0, np.sin(flip_rad), np.cos(flip_rad)]])\n",
" \n",
" M = np.array(M0, dtype=float)\n",
" M_list = [M.copy()]\n",
" \n",
" for _ in range(n_pulses):\n",
" M = Rx_alpha @ M\n",
" M = E @ M + M_eq\n",
" M = Rz_phi @ M\n",
" M_list.append(M.copy())\n",
" \n",
" return M_list\n"
]
},
{
"cell_type": "markdown",
"id": "8d6c7601-7477-4b54-9a4a-b77f36980df5",
"metadata": {},
"source": [
"$\\pagebreak$\n",
"\n",
"## Computing Magnetizations\n",
"\n",
"We define $ make\\_magnetizations $ to:\n",
"- Step 1: Reset scenario for each $ \\theta $.\n",
"- Step 2: Carry-over scenario starting from the last magnetization of previous $ \\theta $.\n",
"- Step 3: Iterate until true steady state is reached, using a convergence criterion.\n",
"\n",
"We ensure the number of pulses $ num\\_pulses $ is divisible by the number of increments $ len(\\theta) $ to maintain phase continuity.\n"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "877308bf-2195-49f6-8eec-d7ababf05d80",
"metadata": {},
"outputs": [],
"source": [
"def make_magnetizations(thetas, flip_angle):\n",
" step1_magnetizations = []\n",
" step2_magnetizations = []\n",
" step3_magnetizations = []\n",
" M_SSFP = [0.0, 0.0, 1.0]\n",
" \n",
" for theta in thetas:\n",
" M_SS = [0.0, 0.0, 1.0] # reset condition\n",
" M_SS_actual = [0.0, 0.0, 1.0]\n",
" \n",
" work_M_SS_list = bloch_ssfp(T1, T2, TR, flip_angle, df, theta, M_SS, n_pulses=num_pulses)\n",
" work_M_SSFP_list = bloch_ssfp(T1, T2, TR, flip_angle, df, theta, M_SSFP, n_pulses=num_pulses)\n",
" \n",
" epsilon = 1e-16\n",
" max_pulses = 100000\n",
" work_M_SS_actual_list = [np.array(M_SS_actual)]\n",
" \n",
" for _ in range(max_pulses):\n",
" tmp_list = bloch_ssfp(T1, T2, TR, flip_angle, df, theta, work_M_SS_actual_list[-1], n_pulses=len(thetas))\n",
" M_next = np.array(tmp_list[-1])\n",
" M_prev = np.array(work_M_SS_actual_list[-1])\n",
" work_M_SS_actual_list.extend(tmp_list[1:])\n",
" if np.linalg.norm(M_next - M_prev) < epsilon:\n",
" break\n",
"\n",
" step1_magnetizations.append((theta, work_M_SS_list))\n",
" step2_magnetizations.append((theta, work_M_SSFP_list))\n",
" step3_magnetizations.append((theta, work_M_SS_actual_list))\n",
" \n",
" M_SSFP = work_M_SSFP_list[-1].copy()\n",
" \n",
" return step1_magnetizations, step2_magnetizations, step3_magnetizations\n"
]
},
{
"cell_type": "markdown",
"id": "6598c746-5186-4cf1-b611-cc02d4003113",
"metadata": {},
"source": [
"$\\pagebreak$\n",
"\n",
"## Comparing Errors\n",
"\n",
"We now compare how well step 1 (reset) and step 2 (carry-over) magnetizations match the fully converged steady-state (step 3). We do this for multiple flip angles and plot the relative error on a log scale.\n"
]
},
{
"cell_type": "code",
"execution_count": 35,
"id": "22691fa5-69c9-48c9-b424-f1c5192d1e55",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Flip Angle: 5\n",
"Step 1 Final Error: 0.000108\n",
"Step 2 Final Error: 0.000101\n",
"Step 1 Summed Errors: 0.00082\n",
"Step 2 Summed Errors: 0.00344\n",
"\n",
"Flip Angle: 10\n",
"Step 1 Final Error: 0.000105\n",
"Step 2 Final Error: 8.2e-05\n",
"Step 1 Summed Errors: 0.00172\n",
"Step 2 Summed Errors: 0.00323\n",
"\n",
"Flip Angle: 20\n",
"Step 1 Final Error: 0.000109\n",
"Step 2 Final Error: 5.3e-05\n",
"Step 1 Summed Errors: 0.00261\n",
"Step 2 Summed Errors: 0.00202\n",
"\n"
]
},
{
"data": {
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",
"text/plain": [
"<Figure size 1500x1000 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Reset to default style, ensuring a white background and simple black lines\n",
"plt.style.use('grayscale')\n",
"\n",
"# To ensure the figure and axes are white\n",
"plt.rcParams['figure.facecolor'] = 'white'\n",
"plt.rcParams['axes.facecolor'] = 'white'\n",
"\n",
"plt.figure(figsize=(15, 10))\n",
"\n",
"ax1 = plt.subplot(2,1,1)\n",
"ax2 = plt.subplot(2,1,2)\n",
"\n",
"# Define different line styles to distinguish flip angles without colors\n",
"line_styles = ['-', '--', '-.']\n",
"\n",
"for i, flip_angle in enumerate([5, 10, 20]):\n",
" print(\"Flip Angle:\", flip_angle)\n",
" \n",
" step1_magnetizations, step2_magnetizations, step3_magnetizations = make_magnetizations(thetas, flip_angle)\n",
" \n",
" # Step 1 vs Step 3\n",
" cur_x = []\n",
" cur_y = []\n",
" step1_error = 0.0\n",
" for ((this_key, this_value), (that_key, that_value)) in zip(step1_magnetizations, step3_magnetizations):\n",
" assert this_key == that_key\n",
" err = np.linalg.norm(this_value[-1] - that_value[-1])\n",
" step1_error += err\n",
" cur_x.append(this_key)\n",
" cur_y.append(err)\n",
" ax1.plot(cur_x, cur_y, line_styles[i], label=f\"Flip {flip_angle}°\")\n",
" ax1.set_yscale('log')\n",
" \n",
" print(\"Step 1 Final Error: \", np.round(cur_y[-1], 6))\n",
" \n",
" # Step 2 vs Step 3\n",
" cur_x = []\n",
" cur_y = []\n",
" step2_error = 0.0\n",
" for ((this_key, this_value), (that_key, that_value)) in zip(step2_magnetizations, step3_magnetizations):\n",
" assert this_key == that_key\n",
" err = np.linalg.norm(this_value[-1] - that_value[-1])\n",
" step2_error += err\n",
" cur_x.append(this_key)\n",
" cur_y.append(err)\n",
" ax2.plot(cur_x, cur_y, line_styles[i], label=f\"Flip {flip_angle}°\")\n",
" ax2.set_yscale('log')\n",
"\n",
" print(\"Step 2 Final Error: \", np.round(cur_y[-1], 6))\n",
" \n",
" print(\"Step 1 Summed Errors: \", np.round(step1_error, 5))\n",
" print(\"Step 2 Summed Errors: \", np.round(step2_error, 5))\n",
"\n",
" print()\n",
"\n",
"ax1.set_title(\"Step 1 vs Steady State (Log Scale)\")\n",
"ax1.set_xlabel(\"Phase Increment $\\\\theta$ (degrees)\")\n",
"ax1.set_ylabel(\"Error\")\n",
"ax1.legend()\n",
"ax1.grid(True, linestyle=':')\n",
"\n",
"ax2.set_title(\"Step 2 vs Steady State (Log Scale)\")\n",
"ax2.set_xlabel(\"Phase Increment $\\\\theta$ (degrees)\")\n",
"ax2.set_ylabel(\"Error\")\n",
"ax2.legend()\n",
"ax2.grid(True, linestyle=':')\n",
"\n",
"ax1.set_ylim(1e-7, 1e-2)\n",
"ax2.set_ylim(1e-7, 1e-2)\n",
"\n",
"plt.tight_layout()\n",
"plt.show()\n"
]
},
{
"cell_type": "markdown",
"id": "d64cb1d4-0704-4d87-bd9e-c265f427ad92",
"metadata": {},
"source": [
"$\\pagebreak$\n",
"\n",
"## Discussion\n",
"\n",
"The plots above show how the reset (Step 1) and carry-over (Step 2) scenarios differ from the fully converged steady state (Step 3) across various phase increments and flip angles.\n",
"\n",
"- As expected, the carry-over scenario (Step 2) often provides a better approximation to the true steady state, showing smaller errors.\n",
"- The reset scenario (Step 1) can have more significant deviations, especially if the number of pulses chosen was not long enough or if the flip angle is larger.\n",
"- By using the iterative approach in Step 3, we can achieve a very close approximation to the true steady state (with a very tight epsilon), serving as a reference against which to measure these errors.\n",
"\n",
"---\n",
"\n",
"$\\,$ \\newline\n",
"\n",
"# Appendix\n",
"\n",
"Below we present a printer-friendly version of the previous visualization. The plots show the evolution of $M_z$, $M_x$, and $M_y$ as a function of the phase increment $\\theta$. Solid and dashed lines represent different simulation conditions (smooth transitions vs. full restarts), highlighting how the steady-state magnetization depends on the chosen conditions.\n",
"\n",
"## Step I"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "af65668d-9009-43f2-89d2-ef5b202efaee",
"metadata": {},
"outputs": [],
"source": [
"# Simulate magnetizations\n",
"default_flip_angle = 10\n",
"step1_magnetizations, step2_magnetizations, _ = make_magnetizations(thetas, default_flip_angle)\n",
"\n",
"# Flatten magnetization components for plotting\n",
"yy_z = [value for magnetization in step2_magnetizations for value in np.array(magnetization[1])[:, 2]]\n",
"yy_x = [value for magnetization in step2_magnetizations for value in np.array(magnetization[1])[:, 0]]\n",
"yy_y = [value for magnetization in step2_magnetizations for value in np.array(magnetization[1])[:, 1]]\n",
"\n",
"# Separate components for full-reset cases\n",
"yy_z_other = [[value for value in np.array(magnetization[1])[:, 2]] for magnetization in step1_magnetizations]\n",
"yy_x_other = [[value for value in np.array(magnetization[1])[:, 0]] for magnetization in step1_magnetizations]\n",
"yy_y_other = [[value for value in np.array(magnetization[1])[:, 1]] for magnetization in step1_magnetizations]\n",
"\n",
"# Generate x-axis for plotting\n",
"yy_len = len(yy_z)\n",
"assert yy_len == len(yy_x) and yy_len == len(yy_y)\n",
"\n",
"xx = np.linspace(-180, +180+30, yy_len)\n",
"if len(xx) != yy_len:\n",
" xx = xx[:-1]\n",
"assert len(xx) == yy_len"
]
},
{
"cell_type": "markdown",
"id": "cfe6282c-b25b-4142-8255-c1bffb3235e5",
"metadata": {},
"source": [
"## Step II"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "8c56e70e-fd3b-451d-b1af-c08a238e2c0a",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"\n"
]
},
{
"data": {
"image/png": 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D6/XCZrPB5/PB5/OdcNnr9SIQCMBqtcLr9UJVVX07am+TyWTCU089BUVR0L9/f1x66aVRv03R1slisWD9+vX46aef0KxZM9x8881Rv03R2Mnr9eLTTz9Ffn4+rrvuOrRs2TLqtynaOvn9fvz2229YtWoVmjRpgj59+mDXrl0YPHgwTCZTVG5TNHaqqqrC119/jdzcXP1zzznnHBQVFeGmm25CSkpK1G1TtHVyOp3Yvn07VqxYoV8PVO/xoSgKrrvuOrRp0wY2m03fM072bYrGToqiYN68ecjNzYXb7YbRaNQbKIqC1NRUdOrUCV26dIHVakVqaqr02xRtnQKBALZv345ly5bpDbSnQoqi4Morr0SXLl30+43FYpF+m6Ktk9frhcPhwJw5c+ByufQGHTp0gMPhwNVXX42UlJSo2qZo7JSQkIBNmzZh2bJlyM7OxqBBg7BhwwZcccUVMJvNUblN0dbJZrOhuLgYc+bMgcfjwW233YbMzMyo3qZo7GQwGPTnzk2aNMGNN94Y9dsUbZ1MJhPy8vLw8ccfw+1245ZbbkGbNm2iepuisZPb7UZVVRVMJhOsVqu+HdG8TafTyeFw1OvEopxEr+Xxxx/HokWLsHXrVv26kSNHori4GN9//329v1d9z+waa1RVxeTJk+Hz+dCkSRM8+OCDoocUd1RVxf79+7Fy5Uq43W79FTyKLFVV8f/+3/9DQUEBLrroIpx//vmihxR3VFVFTk4Oli9fDqfTidTUVBw5cgSDBg1Cv379RA8vbqiqioULF+L48eMnrDWZkJAARVEwZMgQNG/eHAkJCfofVBQ+wfeFutb7zMjIQFFREYxGI/r06YPOnTsjOTkZgUAAdrsdBgMPXjxbqqriq6++Qmlpab3WXbVYLGjSpAnatWuHpKQkZGVlIS0tTX/CSafvTO4LnTp1QkpKCu8LYaKqKioqKrBq1aoaz7c02pPtwYMHo0WLFvy90EBUVcXBgwexbNkyVFVVISMjA4cOHcKAAQMwYMAA0cOLC7XvC1dccQV69OghelhxJ/i+4HA4MGHCBNFDijvafWH16tX4/fffMWzYMPTs2VP0sOKO1gEAkpOT425d9PrO4cb8X+CVlZXYu3ev/v6BAwewefNmpKeno1WrVnjyySdx9OhRfRf/++67D//617/w2GOP4Y477sCyZcvw+eef67v606klJCSgoqICBw8eFD2UuGW321FVVYXKykr4fD4+2RYkKSlJP0yWxAi+L2hrrB05cgT79u3D1q1bMXToUNjtdsGjjH2JiYmoqqqCqqo1/iDT1rpbuHAhFEVB48aN0bVrV/h8PvTr1w8OhwNJSUmihh1TEhISQjbQFBUVAahed3DNmjVYs2ZNjY+3b99en1RPSEhAZmYm0tLS9Akug8HAia568Pv9J+0QzOPx4NChQzh06NAJH1MUBWlpaWjcuDFsNhsSExP1k0HZ7XZ9aT2bzQaTyQSz2Qyr1QoAcT8JfLb3hXbt2umT6nXdF3hSrpPz+/0oLi4O2UBb33TRokVQFAWZmZk4//zz4fF48Kc//Ym/F8Io+G8k7ed+9OhR/fny0KFDkZiYKHiUsc3v96OkpASqqqK4uFj0cOKW9nuhsrISHo8HFotF9JDiTvDvBd4XSGYxP7P222+/YciQIfr72lo6o0ePxpw5c5Cbm1vjyUnbtm2xcOFCPPzww5g1axZatGiBd999F8OGDYv42KNVWloaKioq+OAnkMVi0Q9jKSsrQ0ZGhughxaXExER4vV7eFwQymUzw+XxQVVU/wcnRo0dRXFyMkpISpKeno2/fvigpKTnhpNIUPikpKfpjUl0TS6qq1thbfdWqVVAUBR07doTX60WXLl2gqiqaNm2K5ORkGI1GmM3mSG5GVDObzXqDAQMGYP369fohjikpKUhOTsbRo0fr/Px9+/ad8ntoh35qe+vabDZ9MtdisUBRFH15DEVRYDQaYTAYalw+0zej0ah/HUVRTrhOmzgO/v9X+/+itqxKQ2rWrBkOHz58wn1BOzC09gGiJ3u/oKDghL2pT/X52s9Gu+9oP5/gFtpttI/X/pnV9TOsvQ11/atdDr4+1M89VJ+Tqe/XSE1NRWVlJcrLy+Hz+fT/J3a7Xf+3srISAGA0GuH3+2E0GvX39+/ff9JxALwvnEogEEBlZeUpX0xSVRUFBQX6WqWrV68O+XuhSZMmSElJgcFg4OTXaTAajSH/Rvrxxx9RVFSEtLQ0DBgwAMXFxfwbqYEEAgFUVFRAVVWUlJSIHk7cMplM+t9IfE4gRvB9obS0VPRwiOoU85PogwcPPuEJRLA5c+aE/JxNmzY14Khim7Z3iHa2W4o8s9mM5s2b48CBA/qeJRR5iYmJSEtL08+X4Pf7UVlZidTUVMEjix9msxkdOnTA9u3b9etcLpd+v9ixYweOHj2KgwcP4sYbb9SfmPNJeHi1a9cOXq9XPyqjpKQEFRUVcDqdJz0buqqq2L17N4DqI8mCmUwmNGrUCD6fD02bNoXH40FWVhasVqu+5632r8ViQWJiov6x2pNU8cBsNuPmm29GVVUVOnXqhNatW6O4uBjp6emw2+2oqKjAoUOH0KhRIxw7dgwpKSnYv38/Kioq4HA4oCgKvF4vSktL4ff79b+ttIn4QCAA4H+To8FvwdeHulzXdZpTrTxYn5UJz+RrnOy62hPCdX1e7Ynijh07orCwEMuWLYPT6YTH40FlZSUCgQDMZjM8Hg+MRqO+vqM2Aaut82iz2WCxWPQjaLT/w9qalNokojZxqj2Wca/oalqDiooKfPnllzh27BgAoE2bNqisrERhYSEMBgNatmypPzaVlZUhMzMTGRkZNdbRzMzM1NferGvv8zOZ+D+dbRGlrvtTfe+7HTt2BFB9grDU1FSkpqYiOzsbPp+vxhETFotF/78fCAT09dPr+r1gNBqRnp5+yt8L2nqv/L1gRseOHbFt2zb9Oo/Hox+NsXPnThw/fhwHDhzA9ddfj86dO/NvpDAzm80YPHgwFixYoB8xyecLkWc2m9GqVSvs3bu3xnnuKHLMZjMuvvhifPvtt2xAUov5SXSKPO2P35NNjFDDCj40kJPo4phMJn1JHQBYsmQJNm/ejBEjRqB169aCRxcf/H4/CgsL69zbraSkRN/zZ/ny5di4cSOOHDmCm2++GU2bNkVFRQUyMzMjPeyYVFBQgGHDhtV48q1NsBQXF8NiseDYsWPw+/0oKyuDw+FARUUFSktLkZeXp+8RqvH5fDUm5QHUWL6tvoL31Ky9J27w3pjB/4Z6C/5YXRPIwdedLu3/cPC/oW4T6jJQfZTYnj178Oabb9bYe7n2z/VMWK1WqKqqTyJqaxobjUZ9ckrb81l7P/hnXNfP/WQfr8/HZJw4VlUVR44cwf79+/UXHjTBTxq1pY6A6jUaT6X2/8faPxetQfDkevCey9rHau/NHLx3dO2fcaifvTaW2nuyh7qfhLp/1d6mcF+njc3v9yMvL0//WE5Ojn45EAjg4MGDMBgMeqPKysoat6kL7wunFjyWzZs317n3bVJSEnw+HzIyMqAoChITE5GSkgKTyYTMzEwkJSXp/zdVVT3pzyP4ewb/X609ppM93td+v67fA7W/b133h+D3Q/1sQo2nrsunevGmrvczMjJw7NgxVFZWhlwip6ysDGVlZQCAZcuW4ffff8fBgwdx0003oUWLFigvL+ffSGfJ7/dj27ZtUFVVn0RftmwZNmzYgOHDh6Nt27aCRxgf/H4/ioqK+NxZIL/fj+3bt+snuCeSFSfRKey0vaPO9kk5nbngwzL5S0gci8UCv98Ph8MBr9eLzZs3AwDWrFnDSfQICb4vAEDz5s31JStsNluNP5SDJ9Q//fRTfQJlyJAhSEhIQHl5OXr37l1jGQSqH1VVUV5eHnJpCQD6klOdO3eu82tUVFTA5XIhPz8fubm5+l7R5eXlKC8vh9PpRFVVFVwuF7xer37Gdr/fj0AgoH8vVVURCARqTGpr78cqRane+7aoqAiFhYU1Pnay39VWqxXp6enIysqCz+fT1382m81ISEiA3+9HamoqVFVFYmKiPiFotVphtVr1ZUKCJxBDvYX6WO0lJ072gkbt64L/Bf73Ikbwixx1TU4F3672z7D27YM/Fvy5dX0NoPpFi+zsbLzwwgtITEzUl/cwm836zy/UBOCp3qf60Q7V/+677zBq1CgkJyfjwIEDGDJkCLxer/44kpSUhIyMDJSUlMBms6GiogIpKSlwOp31OpLidI66ONnHT7Ydp/PxUI93pzqCoq6P1/dojLo+rt0/fvvtN5x//vn46aefThi/wWCAw+FAIBDAsWPHTrm92vkY7Ha7fn+y2WwAqifjQz3uaLfRltSJN9rvBbfbjUOHDqF169aoqKiA3W5HdnY2LBaLfqQRAP13LQB8/vnn+t9IgwYNQmJiIsrLy3HRRRfx6JfTpKqq/qKpw+GAz+fDhg0bAFQva8dJ9MhQVVXf6YmT6GIEv5DE+QuSGSfRKewSExNRWloa0xMSsrPb7WjdujW2bdvGX0ICpaamwmKxoKKiosYaqsF7GFLDstvtGDx4MObPnw8AuOiii3D06FGYTCYMGjQIP/zwAwDgvPPOq3E4M/C/5SmWL1+uX/fLL7/oa+N2794dZrMZPp8P7du31yfXs7Ky4uZQ8Pqy2+247rrrkJeXh1atWmH16tW46KKLsHz5crRp0wZbtmzBsWPHYDQasWbNGrRo0QKrV69Geno6fv31V5jNZhQXF4dlmbDgScjgvWlrryscfF3w0jC1J3yD92LXrjvZHrsn2wP3VJPCJ9sr8WR7HiqKgoqKCiiKgnPOOQeHDh1Cx44dce211+Liiy/G0aNHkZ6ejo4dOyIjI0M/aaK2djOFh7Z31YUXXgir1cqfrSB2ux033XST3qBr1676x9LS0mrcNisrC0D1eQMAIDk5OWLjjFXa/aBXr174y1/+gpUrV+Kaa67Bb7/9hu7duyMnJweZmZlwu92orKxEkyZNcODAAbRt2xabN29GixYtkJOTg6SkJJSVlcHr9cJms8Htdtf5pj0n8fl88Hq9+trHgUAAgUBAX6JKe197C/VC66leBAm+fKrrTvVzAs5uMjrU1wj+/g6HQ995ICcnB+vWrUPfvn1x8OBBbNq0CQMHDkSTJk3gdDphs9mQlpYGl8ulv0ABACtXrtQvr1u3DiaTCaqqonv37rBYLPrfSBaLBaqqonHjxvrfUVT9eHTttdfirbfegtvtrvF8gc/hIsdut6Ndu3bYsmULf+6C2O12DB06FHPnzmUDgbhc16lxEp3CStsD7fjx45xEF0SbtNm0aRNMJhN/CQmiKNUnJztw4AAyMjJqrNt5/PjxE56EUPhp94WlS5ciLS0NTZs2RadOndC7d29kZWWhS5cuKCsrQ9OmTdG6dWt4vV60aNECrVq1wpdffonmzZsjKSkJv/76q36CUu3JN1A9oa5Zt26dfjl4WYTMzEx90jU1NVVfizUpKUk/qZzJZNIvWyyWGnvmBq/TGq20Dtdeey2WL18e8gWL02E0GtG8eXMoSvUJAlNSUvR/tRNkJiUlwW63w263IyEhQb+svR98kr/gf4PXyw1eYzoWJjs9Hg/mzp2L1157jX8gC6LdF+bOnYtRo0axgwBsIF7tBjfeeCMAoF+/fgCALl26nPA5jRo1AgAMGTIEwP/WVKez4/F48OijjyIvLw/l5eU4evQodu/ejfLychw8eBCJiYkoKytDXl4eLrjgAhQXFyM/Px8DBw6EyWRCfn4+zjnnHP0cDtrvVr/fj0OHDp3worOiKPrvWqPRiMzMTP1onNp/IwX/To7Vv5G0+8K8efP064In0YuKiuB0OvUjLahhaB02bNgAo9HI584CaA0WLFgAVVVrHAVDkaMoCucn6oGT6BR22mH5iqLA5/PBZOJ/MxG0Pyh5SJo4wSen0k5epikuLkaTJk2wceNGNGnSBC1atBAxxLhgNBprTJZccskl+scGDx6sX77hhhv0y/fdd58+cdqjRw8kJSUhEAhg9+7dSExMhNPpxK5du2Cz2eD3+7F//34YjUb4fL4af3wfPnw4LNug/XFZe8/nUEtWhHq/rrW5tetrL29S16H4p/Nv8Of7fD6sXbsWAE46gZ6dnY3mzZujY8eO6NSpExo3box27dohIyMD2dnZaNq0qf4km4iIiM5O165dYbPZsGrVKvz3v//FwoULsWrVKowfPx6LFy/GsWPH0LVrV2zYsAE+nw8GgwELFy7UP3/btm36c43mzZvD5XLBarWiefPm8Hq9UBQFTZs2RSAQ0I/sCuVUS1fVvm3w5fosMVTX9zzZ5bqOFKv9fqjLp1qCTHt+oKoq8vLykJ2dra9RH6ywsBDNmzfHpk2bkJWVhZYtW55yu+jMaE04iS6O1sDv93MeiaSlqNxduEGUl5cjNTUVZWVl+iGg8aK0tBT33nsv/H4/3n77bX1SnSInEAhgzZo1WL16NXr06IErrrhC9JDiUiAQwOzZs09YgxgA/vznPyM3NxcbNmyA3W7H/fffz8NbG4C2JEuk9lIKBAL6odEejwfFxcUIBALwer0oKipCeXk5Kioq9BNnulwueDweeDwefR1vv9+vvwUfRh78b11r2srKaDTixx9/RHFxMYDqHrfccgv69u2LPn36IDU1Feeee67gUca2SN8XKDR2EI8NxGMDOZyqg7b0js1mQ35+Po4dO4bzzjsPK1euRF5eHjp06IC1a9eiuLgYWVlZ2Lp1K8rLy5GSkoKKigqUlJSgtLRUP3+J3++HwWBAZWUlTCaT/hzZZDLBbrfDYDDAZDLBarXW2Is9eM9zbUeCWKFtS2VlJZo2bYoOHTrU+PiVV16J4uJi/PLLL0hISMD999/PicUGEAgE8Msvv2DlypXo1q0brrrqKtFDijvac5tXXnkFAPDAAw8gMTFR8KjiTzz/fq7vHC4fgSmstJP4tWvXDnv37kVhYSEn0SNMVVWUlpZi586dPLu1QFoHl8tV4yR2TZo0QV5enj6BDlSvSXngwIET/nCms6M1+O6773DzzTfDarU22PfyeDzYv38/du/ejT179iAnJwfFxcU4cuQIDh8+jNLSUn1yvb4URdH3OK9r7e7g97UnnnWduDF4ze7aa3gHf5/gy9o46tqzKtSeV7U/ZjAY0LZtW2RkZGD06NFo3bo1srOzY2KJlGgRyfsC1Y0dxGMD8dhADvXpEHxof3Z2NrKzswEAl112mX6bvn37ntH31nYw0Nat93q9+k4FwW/ax2rvTKCdNFzb6SB4Lfva79de5z74X+B/J9iufeLdUO8HX699Tl1H8p3qegBo0aIFjh8/jg0bNugnYFcURX++kJ+fj02bNgGoPqfSvn37TnoSdjp92n1h+/btUFWVR3ELEPx4pC2h6Xa7OYkeYaqqorKyEkD1OWD4XC00TqJT2AW/aqXtdUiRpSgKEhMTUVBQwEl0gRRFQUJCAioqKvTr2rZti7y8PGzdurXGbXfs2IEOHTrgyJEjqKioQOfOnePyFeBwUxQFKSkpYfkjQFVV/Pzzz9izZw88Hg+++eYb5OTkwOVyIScnR39CdTJmsxmNGjVCWloaGjVqVGMt79pv2rreVqsVNpsNNpvtpJdl3TNL+8N49erV6NmzJ9cgFiSc9wU6c+wgHhuIxwZyENVB20nAaDTG9fq72t9Hq1atwvr16xEIBFBVVQWTyYTt27fDZrNh27ZtNY463LlzJzp37oxjx46htLQU55xzDp8vhIGiKEhKSkJBQQEn0QXRHo+Ki4vh8/m4LjpJi5PoFHbaiWMAnPaelxQeRqMRPXv2xMGDBzmJLpDRaETXrl1RUFAAoPps182aNQMA/Q+D5ORkVFRU4NChQ9iyZQu+++47ANV7+Vx44YViBh5DjEYjBg0aVOcanHXJz8/Hjh07kJKSgueffx7bt2+HoijYvXt3nZ+TlJSEjh07omPHjmjfvj0yMzPRtGlTtGzZEhkZGcjKykJ6enpcThqcaQcKHzaQAzuIxwbisYEc2EE8o9GIwYMHY/78+XA4HCgvL0dJSQmWLFmCgQMHokuXLkhISNCfLxw8eBBbt27V16WvqKhAnz59BG9F9DMajejVqxdycnL43FkQ7fEoPz8fVVVV7EDS4iQ6hZ3X64XX6wUAlJWVCR5NfPJ6vfjpp58QCAT4arpAXq8Xmzdv1k+mpJ0YMVi/fv2wdOlSVFRU6BPoALBq1Sqcd9558Hg8yM/PR+vWrbkH7xnwer1YsGABRo4cedK9nVRVxeeff45169ZBVVW8/fbbIe87NpsN/fv3h6IoGDhwIPr37w+LxYIOHTqgSZMmcTlBXh/17UANhw3kwA7isYF4bCAHdhBPa9C1a1esX78ex44dQ3FxMUpKShAIBJCfn482bdrA5/Ppy70En9j1559/Rrdu3eDz+ZCXl8fnC2fI6/VixYoVCAQCnLwVRLsvaGv+swPJipPoFHbBa+mWl5cLHk18MhgMaNq0KYqKijiJLpDBYEDz5s31IzJatWqFpKQkWCwWfU/0Ll26YPfu3cjJyQEA2O12WCwWlJaW4quvvsKRI0fg9/vRqFEjjBo1CgkJCaI2JyoZDAa0aNHihENdCwsLkZaWhieffBLz5s1DcnIytm3bFvJrXHrppXjggQfg9/vRv39/fU1Qqr+6OlDksIEc2EE8NhCPDeTADuJpDc477zysX78eAFBQUIBu3brB7XajqKgIADB79mz07t0bXbt2Rdu2bZGQkACbzYaSkhJ8/fXXOHbsGLxeL1JTUzFq1CiuJX2a+NxZPO2+oP2f53IuJCtOolPYGY1GfaIveC1oihyj0YgLLrgA27dv5y8ggYxGIwYOHIjt27cDgL4X+mWXXYZFixahd+/esNlsuPjii3Hw4EGoqophw4bB7XZj0aJFOHjwoP61SkpK8PHHHyM7OxuHDh1CamoqLrvsMk7onoLRaNRPeqX9zO+77z588cUXaNasGY4dO1bj9ikpKcjIyMDVV1+N6dOnIxAIcO+sMNA68JBxcdhADuwgHhuIxwZyYAfxtAZ2ux0JCQlwOp0oKyvDt99+i3vvvRc2mw3r1q2D1+vF9u3b9ROzFxUVYc+ePejbty/8fr9+XpyysjJ88sknaNq0KQ4ePIjU1FRccsklJxwJSzUZjUb07t1bf+6sneCVIke7LyxbtgwA90QneXESncLO6/WiqqoKAPhKriBerxdff/01AoHqM99ry4lQZHm9Xnz++ecYNGgQKioq0K5dOwDA+eefj2bNmiE9PR0A0KxZM9x0003w+Xzo3LkzAoEAjhw5gt9//x3nnnsuevfujU8++QQFBQX6+url5eWYO3cu2rZtqx/x0b59e/Tq1QtWqxU+nw82my3uu3u9Xnz22Wf48ssvsXTpUiQlJelnHQ+eQE9JScEtt9yCN998Uz+MkMJHuy+MGTOGR1MIwgZyYAfx2EA8NpADO4gX3OD222/HggUL8Oyzz6JNmzZ48sknccstt6CwsBBTp06FxWLBK6+8ArPZjCNHjgConnisqKiAzWbDpk2bcP755yM7OxsFBQVQVRUlJSX473//i3bt2tV4vtCzZ08kJCTA6/Xy+QKqO3z55ZcIBAIAAL/fz+cDEabdF7Tzh2nLAxPJho8MFHZWq1V/5ZCvIIphtVrRqVMn/bBAr9cLq9UqeFTxx2q1onPnzrjwwgtr7OWjKAoyMzNr3LZDhw76ZYPBgKuuugqXXHKJvhf0iBEjsHbtWhgMBpxzzjnYtm0b9u7di7179+qfd/z4caxdu7bG92/Tpg1SU1NhsVhgtVqRmpqKjIwM2O12mM3mGicCjkVWqxUGg0Hfq0GbQNd07twZ69atQ1pamoDRxQ/tvsAnJOKwgRzYQTw2EI8N5MAO4gU3GDp0KIYOHap/bPDgwdi5cydyc3PRtWtXqKqKwsJCzJ8/H8OHD8cll1yC559/Hlu3btUnHPfv349zzz0XiqLg8OHDaNmyJTp27IiDBw/CYrHAZDJhz549WLp0KcxmMwwGA2w2G9q2bYu0tLQazxfS09ORmJgYN88XOnfujF9++QVA9VIivF9EltZAmz/y+XyCRxSfeGTSqSmqqqqiBxGLysvLkZqairKyMqSkpIgeTsSNHz8ex48fR7t27fDyyy+LHk5cUlUVL7/8MlRVxf3334/k5GTRQ6IwUlUVOTk5yM/PR3p6OrxeLzZu3IijR4+e1tcxmUxITk5GYmIirFYrrFYrLBZLjTez2VzjX5PJBLPZDJPJBKPRqP+rXZZtb5Zp06bhqaeeqnHdDz/8gEaNGuH888/nci1EREREFHUKCwsxZ84cVFZWokePHti6dStee+01FBYW6rfJyspCWloaKisrYTAY0L59+xN25jEajTX+tg/+m177mM1mg81mg9Vq1S9ry9DY7Xb9uoSEBP26UF9T1ucLADB9+nR4vV7cd9993MFGkKVLl2L9+vXo06cPhgwZIno4FEfqO4fLl9co7FwuFw4ePIiEhASuxy2Iy+XCpEmT0KxZM3g8HnYQROvwj3/8I+wTtYqioG3btmjbtq1+XdeuXeH1eqGqKoxGI3Jzc3H48GE4nU54PB64XC6UlJSgpKRE/z/h8/n068I5NqPRqJ9kWPsDXFGUGtfVftP2cFEUBYFAAH6/H36/H4FAQD+8UrusqmrIf7XLfr9f/3fBggUAgEGDBiEQCGDAgAG4/PLLY3qPGtk05H2B6ocN5MAO4rGBeGwgB3YQ72wbZGZm4m9/+5v+/vXXX48nn3wS+fn5SEpKQlVVlT4pWVBQgKKiIhQWFmLfvn04fvw4vF4vGjVqhMaNG+s7zJjNZiQmJiI5Ofms98ZWFCXk2+lMoAf/vR78XEG7rH2tum4XvL55qNsA1Tsn7du3Dz169EDjxo15NL0A2n3hyiuvBMA90UlenESnsDMajWjWrBlKSkq4lpUgRqMR119/PbZs2cJJdIG0DpE8HDD4EKwWLVqgRYsWIW/n9/v1ifXKykpUVVXB4/HA7XbD7Xbr/288Hg+8Xq/+b/Cb3++Hz+fTJ6wDgQB8Ph+8Xi98Pp/+MW0iXLtce3I8eAI8eMI8HBRFgcViAVC9R3q/fv3C9rWp/kTcF6gmNpADO4jHBuKxgRzYQbyGaGAymdC8eXMAQGpqKm6//XbcfvvtJ9xOO3dWZWWlft6lgoIClJSUoKysTH8rLy9HRUUFHA6H/ve9z+er8Xe7qqowGAw19jQP3gO99g4zslEUBW63G9u3b0fv3r353FkA7b6gLZTBeSQxtJ+/rPdVGfA3JoWVqqpwOp3o0aMHVqxYwQc/AbQG3bp1w86dO1FRUcFX0wUI7mA0GkUP5wRGo1E/3LJRo0Ynva2qqigoKEBOTg4OHjyIQ4cO6f/m5+fj+PHjKCgogMPh0Pc61/5Qrv3vya7T1N67JNTSMaH+1b538B/tnTp1QocOHTBw4ED07du3QX+mFJrs94V4wAZyYAfx2EA8NpADO4gnuoHBYNCXcszIyMA555xzVl9PVVV9Z5raO+Fo/7pcLn1nHe2y1+s9YWcb7X1tkj74cu232kejamPR3up6P/jfZs2a4ffff8f+/fvhcDg4iR5hwfeFXbt2AeCe6CKoqoqKigoAQHJyMifS68BJdAo7r9eLAwcO6Jcp8rxeL959911kZWUBAP8QEETr8OCDDyIhIUH0cOqluLgY27dvx7Zt22q8FRcX1+vzjUYjMjIykJWVhYyMDKSmpiIlJQUpKSk1LqekpOjrKAavn1j7zWw2n/EvcFVVUVxcrDfgHwLiRON9IdawgRzYQTw2EI8N5MAO4sVSA0VR9OVg7Ha76OHUm/Z8Yf369fD5fPoymBRZ2n1BWwed80gkK06iU9gZjUa0atUKBw8ehN/vFz2cuGQ0GjF06FDs3LkTACfRRdE6yHqWa5fLhfXr12PVqlX49ddf8dtvv9V5YlJFUdCsWTO0bt1af2vVqhWaNm2KrKwsZGVloXHjxkhJSZFqslr2BvGCHcRjAzmwg3hsIB4byIEdxGMDORiNRvTp0wd79+6F0+nkUdwCaPcF7agM7olOsuIkOoWdwWBARkYGAD74iaKdeV07IoCT6GJoHWQ6THbXrl345ptvsGjRIqxduzbkH4mtWrXCeeedV+Pt3HPPjcqTTsnYIB6xg3hsIAd2EI8NxGMDObCDeGwgB4PBgAsvvBAffPABXC4X94IWQLsvaDt0cR6JZFX/0yIT1ZPH48GmTZsAIKwnCKT683g8ePXVV/V1pjmJLobWwel0ChtDIBDA6tWr8dhjj6Fz584455xz8Nhjj2HFihVwu93Izs7G//3f/2H69On46aefUFZWhoMHD2LhwoV46aWXcPvtt6Nnz55ROYEOyNGA2EEGbCAHdhCPDcRjAzmwg3hsIAePx4MFCxbA5/PB4/HA4XCIHlLc0e4L2vwRX8ggWXFPdAo7k8mE7t274+DBg5xEF8RkMuHmm2/G4cOHAYCHpAmidbBYLBH/3k6nE/Pnz8e0adOwY8cO/Xqz2YwhQ4bgmmuuweWXX45OnTpJtfxKuIlsQP/DDuKxgRzYQTw2EI8N5MAO4rGBHEwmE0aMGIFFixYBAAoLCwWPKP5o9wVtxy3uiU6y4iQ6hZ3BYNBPaMlJdDEMBgNatGiBgoICANwTXRStQyQP0Vy+fDk+/PBDfPnllygtLQUApKSk4JprrsG1116LK664AikpKREbj2giGtCJ2EE8NpADO4jHBuKxgRzYQTw2kIPBYEDLli2RmJgIACguLhY8ovij3RcqKioAcE90kheXc6Gw8/v9mD9/PoDqs11T5Pn9fjzzzDP6+/wlJIbWIRKHBBYWFmLEiBG45JJLMHv2bJSWlqJVq1Z44YUXcOjQIXz44Ye45ZZb4moCHYhsA6obO4jHBnJgB/HYQDw2kAM7iMcGctA6JCcnAwBKSkoEjyj+aA20eQvOX4hhNpt5ouNTUFTOcjaI8vJypKamoqysLO4mrQKBAL766it88sknUFUVX3zxheghxZ1AIIAjR47g+PHj+PHHH9G5c2fccMMNoocVd7QOLVq00NenDydVVbF8+XJ88skn+Oqrr1BUVASj0Yg77rgDI0aMwKBBgxrk+0aThm5A9cMO4rGBHNhBPDYQjw3kwA7isYEctA5PPPEEPB4POnfujBdeeEH0sOKK1sBut+Pdd9+FxWLBxIkTRQ+L4kh953C5nAuFncFgQLt27UQPI64ZDAa0atUKZWVlALiciyhah4YQCATwwAMP4I033tCvO++88/D+++/jwgsvbJDvGY0asgHVHzuIxwZyYAfx2EA8NpADO4jHBnLQOmRkZCA3NxeVlZWihxR3tAbaci5cE51kxZc7KewcDgeeeOIJAIjpExbKzOFw4JprrtGX0+Ekuhhah3Afounz+TB+/Hi88cYbUBQF99xzDxYtWoSNGzdyAr2WhmpAp4cdxGMDObCDeGwgHhvIgR3EYwM5aB3S0tL09ymytAbaMi6BQAB+v1/wqIhOxEl0CitVVeHz+TB9+nR9At3lcgkeVXzRGrz55ptISkoCALjdbsGjij/BHbSzjJ+t7du347rrrkNmZibefvttKIqCOXPm4O2338aVV17J9ctqaYgGdPrYQTw2kAM7iMcG4rGBHNhBPDaQQ3CH5s2bA+D8RaSFmr8AuDd6pKmqivLycpSXl/PchifBSXRqEKmpqfplHg4lhtVqhcViAXDinuhutxu//vqrfrgUNRyr1RqWr7N//37069cP33zzDcrKypCWloZ58+Zh1KhRYfn6sSxcDejssIN4bCAHdhCPDcRjAzmwg3hsIAer1YpmzZoBOPG5s8fjwa+//qovlUoNw2q1wmg06u9zEp1kxEl0Cju3243XXntNf7+8vFzgaOKT2+3Gyy+/jEAgAODEPwTWrVuHZcuW4d1334XT6RQxxLigdTjbn3EgEMAdd9yBiooKXHjhhVi3bh3y8vJw0003hWmksStcDejssIN4bCAHdhCPDcRjAzmwg3hsIAetQ0ZGBoATJ2/Xr1+vP3fmUi8NQ2vgcrn0o6u1pV2IZMJJdAo7q9WKxx57TD8EhHs7R57WQDurcO1J9J07dwKo/mWlXabw0zokJCSc0ecXFRXhiy++wF133YWVK1fCbrfjs88+Q58+fbjXSj2dbQMKD3YQjw3kwA7isYF4bCAHdhCPDeSgdejQoQOA6vO6lZaW6h/ftWsXgOpJ3e3bt4sYYswLvi+YTCYA3BOd5GQSPQCKTcFrcPOVdTHcbjcSExMBVO/J7PP5YDKZUF5ejpKSEv12ubm56Nmzp6hhxrwzXY9+9+7dGDx4MHJzc/Xrpk+fjnbt2oVraHGD5wSQAzuIxwZyYAfx2EA8NpADO4jHBnJwu93IysqC0WiE3+/HoUOHkJaWhqqqKhw/fly/XV5ensBRxjbtvsBJdJIZ90SnsHO73Zg1a5b+PifRI09rEHxGa21v9Pz8/Bq35R8CDUfrcCb3gcceewy5ublITk7GxRdfjHfeeQf33XdfA4wytp1NAwofdhCPDeTADuKxgXhsIAd2EI8N5KB18Hg8+lIihw8fBnDic+fgHZwofILvC9q66JxEJxkpKk+72iDKy8uRmpqKsrIyfUmNeKCqqr58y5133glVVXHnnXfiyiuvFDyy+BHcIDk5GTNmzIDX68V9992HtLQ0rF+/HkuXLkXz5s1x9OhRKIqCiRMn6n8wUHjU7qAoSr0/d//+/ejQoQNUVcX27dvRpUuXhhpmTDubBhQ+7CAeG8iBHcRjA/HYQA7sIB4byKF2h7Fjx6KyshJDhw7FPffcg40bN2Lx4sX6c2cAePjhh7m0ZhjVbvDee++hsLAQI0aMQOvWrQWPLn7E+2NSfedwuSc6hZ3BYEBhYaH+Pl9ZjzytQSAQ0CfHtcOjtKVcWrZsCZvNBlVVayzvQuET3KE+CgsL4Xa78a9//QuqqmLYsGGcQD9Lp9uAGgY7iMcGcmAH8dhAPDaQAzuIxwZyCO6gTY5rR2trz5ObNWumL5VaXFwsZqAxLLgB90QXx2Qy6cvpUGicRKewUhQFBoMBTzzxhH4d13mLrOAGbrdb/0NAW85F+0OgUaNGaNSoUY3rKHxqdzgV7egAm82GmTNnAgD++te/NvAoY9vpNqCGwQ7isYEc2EE8NhCPDeTADuKxgRxqd7DZbACgr4OuPU9OS0tDenp6jesoPGo30CZxg5empYanKArsdjvsdnvc7YV+OjiJTmFnt9vx+eefw2Co/u/lcrkEjyj+aA3sdjssFgsATqKLENzhZHw+H0aNGqU3AoDBgwdj6NChDT3EmFffBtSw2EE8NpADO4jHBuKxgRzYQTw2kENwB21vc+3I+tLSUgB87tzQghtwT3SSGSfRKez8fj927typv3rFV9YjT2vg9/trTKIHAgGUl5cDqH41nX8INKzgDifz66+/4tixY0hKSsKsWbPw17/+FV9++aX+QhSdufo2oIbFDuKxgRzYQTw2EI8N5MAO4rGBHII7JCcnAwCKioqgqipKS0sRCATwxhtv4KOPPoLX6+VyLg0guAH3RCeZcYaGwkpbX/uzzz7TX0HkJHpkBTcIXs7F7XajqqoKgUAAiqIgKSmJk+gNqHaHk/nhhx8AAFdddRUefPBBzJw5U29DZ+50GlDDYQfx2EAO7CAeG4jHBnJgB/HYQA61O6SmpgIAysrK4HK54PP5cOzYMcycORMrV67EoUOH9L3TKTxqN+Ce6GJoJxatqKiAqqqihyMtTqJT2FksFjz88MP6K4jBS1RQZGgNEhIS9HXdXC6XfrblpKQkGAwGTqI3sOAOtbndbhw8eBDA/ybRhw0bFtHxxYOTNaDIYQfx2EAO7CAeG4jHBnJgB/HYQA7BHTIzMwEADocDpaWl8Pv9OHr0KAKBAKqqqlBSUoKjR48KHnHsCW7APdHFUVWVE+inwEl0CrtAIIB9+/bpS1FwEj3ytAZ+v19fY8/hcOhLuaSkpACAPoleUVEBr9crZrAxLLhDbWPGjEHbtm3x1ltvYf369QDANdAbwMkaUOSwg3hsIAd2EI8NxGMDObCDeGwgh+AOjRs3hqIoMJvNOHToEMrLy1FRUYF27drhwgsvBADk5eXxvG9hFtyAe6KTzDiJTmHn9/uxePFiTqILpDXwer36JLrT6dT3RNfWektISNCXeykrKxMz2BgW3CHY1q1b8emnn0JVVYwbNw6BQABdunRBixYtBI00dtXVgCKLHcRjAzmwg3hsIB4byIEdxGMDOQR3SEpKgsVigcViwd69e1FWVgaHw4Hrr78e1113HdxuN0pLS3kkd5gFN+Ce6CQzTqJT2JnNZowbNw5msxkAJ9FF0BrYbDb98MBQe6IriqLvjc4TpIRfcIdg8+bNO+G21113XaSGFVfqakCRxQ7isYEc2EE8NhCPDeTADuKxgRxqP3fWdjTTJtGdTieuvvpq/PnPf0ZlZSWqqqq4pEuYBTfgnugkM06iU9j5/X788ccffPATSGvg8/n0SfRQe6ID4LroDSi4Q7CtW7cCAEaNGoVGjRph4MCBmDRpkoghxry6GlBksYN4bCAHdhCPDcRjAzmwg3hsIIfaz521SfTffvsNXq8XqqpiwIABaNOmDSwWC1RV1ZfjpPAIbsA90UlmnESnsAsEAli3bp0+ic7D0yJPa+Dz+Wqsia6dSVzbEx1AnXuiHzt2DPn5+ZEZcIwK7hBs27ZtAIDRo0fj8OHDWLlypd6JwquuBhRZ7CAeG8iBHcRjA/HYQA7sIB4byKH2c2e73Q6LxaLvgNalSxdYLBYAQNu2bQEAf/zxR42vkZubi7y8vMgOPIYEN+DOmCQzTqJT2CUkJOCee+7R19rmg1/kaQ2Cl3NxOp36uudpaWn6bbUzkBcUFOjXbd68GXPnzsX777+P1atXR27gMSa4w9y5c7FmzRo4HA7s27cPAHDeeechMTERiqIIHmnsCm5A4rCDeGwgB3YQjw3EYwM5sIN4bCCH2s+dExMTYbVakZSUBAAYNGiQfttevXoBqJ4012zbtg0ffPAB5syZg5UrV0Z28DEiuAH3RBfHZDLpP38KjZPoFFaKosBisWD16tXcE12Q4AZ+v1/fw9ntdsPpdAL4397nAJCVlQWgehI9EAjA4XDgxx9/1D/+888/o7CwMIJbEBuCOyxduhSjR49G//798fvvv0NVVTRu3Fj/2VPDqH1fIDHYQTw2kAM7iMcG4rGBHNhBPDaQQ6jnzhaLBU2aNIHNZoPdbsfIkSP121922WUAqveczs3NhcvlwuLFi/WPr1u3jkdzn6baDbgnuhiKouhHYnAnv7pxEp3Czufz1ZhE5x8Fkac18Pl8sFqtNR4EtT8MNOnp6TAajfB6vSgvL8fvv/8On8+H7OxstGvXDqqqYtOmTSI2I+ppHRYtWqRf98YbbwCo3gudGl7wfYHEYQfx2EAO7CAeG4jHBnJgB/HYQA7BHcxmM4xGI1q0aIHWrVujS5cu+h7pANCmTRvYbDYYDAZ888032Lp1KzweDzIzM9GxY0c+dz5DwQ24JzrJTFFVVRU9iFhUXl6O1NRUlJWV1Vh/Op688MIL2LRpE5KTk/H++++LHk5ce/PNN/WlXJo1a4ZRo0bV+Pj777+P/Px8XHvttVixYgXKy8tx1VVXITExEfPmzYPNZsOECRN4aM8Z6tmzJzZv3lzjugcffBCzZs0SMyAiIiIiIiI6wTvvvIOioiIAQHZ2NsaOHVvj44888ggOHjwIr9eLq666CgUFBSgtLUVZWRmys7ORnp6OCRMm1Nhxjepv8+bN+P7779GhQwfcfPPNoodDcaK+c7jcE53CSlVVlJaWYvHixXwFUZDgBh6PB0D1xLkmeD10TevWrQEA3333HcrLy2Gz2XDuueeibdu2SElJgcvlwq5duyIy/lihdfj+++9POPEMwD3RIyHUfYEijx3EYwM5sIN4bCAeG8iBHcRjAzmE6tC0aVP946mpqSd8zoABAwAABoMBW7duxZYtWzBr1iy8++672LBhA/Lz87Fz587IbEAMqN2A80hiqKqKiooKVFRUgPta142T6BR2fr8fR44cgdls1t+nyNIaBAIBANWvoGvat29/wu07deoE4H/r13fv3h1msxkGgwHdunUDAGzZsqWhhx1z/H4/9u3bF/IQTU6iR0bt+wKJwQ7isYEc2EE8NhCPDeTADuKxgRxqd2jSpIn+sQ4dOpxw+759+yIjIwNGoxF5eXnYs2cPOnXqhGHDhuHAgQM4cOAAVq1aFbHxx4LgBlwTXRxVVTmBfgqcRKewM5vNuPnmm/UTWvKPgsjTGlitVgBA8+bN9Y9pE+bBmjVrpt8mOTkZf/rTn/SPdevWDYqi4NChQyguLm7gkccWs9ms/yybNm2qn81dURT07NlT5NDiRu37AonBDuKxgRzYQTw2EI8N5MAO4rGBHE723Pmcc8454fZNmjRBv3790KhRI6iqin79+uGXX37BwoUL0aJFC/j9fqxfv54nGD0NwQ24JzrJjJPoFHZ+vx8rV67UH/w4iR55WgNtz/KWLVviiiuuwG233aYfIRDMYDBg5MiRuPHGG3H77bfX+EMuJSUFbdu2BQD88ssvAICqqiqsWbMGS5YswaFDhyKwRdFJ6wBU/zH24osvYsSIEdi9ezdsNpvg0cWH2vcFEoMdxGMDObCDeGwgHhvIgR3EYwM51O7QtGlTXHXVVRg5cmTIdc0VRcHtt9+Oxx57DO+99x7efPNNJCUlwWg0Yvbs2SgqKkJlZSVmzpwJAHA4HFi7di2WLFmCnJycSG5a1AhuwD3RSWY8SyCFnaqqKC8v1ydieThI5GkNgn/2PXr0OOnnGI3GkHupA0C/fv2wf/9+bNmyBWVlZTh8+LD+yvCGDRvQv39/DBgwAIqihG0bYoGqqigsLARQPYl++eWX4/LLLxc8qvgS6r5AkccO4rGBHNhBPDYQjw3kwA7isYEcQnXQljSti9FoRMeOHU+4vlWrVrjllluwbNky7Nu3Dy+++CLMZrM+Qb9hwwb06dMHgwcP5nPnIMENuCc6ySxu9kT/97//jTZt2sBms6FPnz749ddfT3r7V199FZ07d0ZCQgJatmyJhx9+GC6XK0KjjW4mkwnXXHMNEhMTAXBPdBG0BuE6I3jLli31pUhycnLg9/vRpEkTnHvuuQCAn3/+GatWreIfgLWYTCb9pK7BhwVS5IT7vkBnhh3EYwM5sIN4bCAeG8iBHcRjAzmEu8O4ceOQkJAAVVXx22+/Yf369Vi9ejWWLFmCPXv2YOnSpVixYgWfOwcJbsA90UlmcTGJ/tlnn2HixImYPHkyNm7ciO7du2PYsGE4fvx4yNt//PHHeOKJJzB58mTs2LED7733Hj777DM89dRTER55dPL5fFi8eHHIZUMoMrQG4TzT++WXX45rr70W/fr1w6233orRo0fjuuuuw5AhQwAAa9aswfLly/nHQBCfz4etW7cC4CS6KA1xX6DTxw7isYEc2EE8NhCPDeTADuKxgRzC3UFRFLz77rto0qQJ9uzZg+XLl2PhwoVYtmwZVq5ciZ07d+KTTz7B119/zR0O/3/BDbgnOsksLpZzmTFjBu6++26MHTsWAPDWW29h4cKFmD17Np544okTbr9mzRr0798fI0eOBAC0adMGI0aM0NeDppMzGAzw+/36ms+cVI08rUE4KYqCLl26nHB9nz59YDAYsHTpUvz666/IyclBZmYmFEWB2WxGZmYmOnbsiNTU1LCOJxoYDAb9xTpOoovREPcFOn3sIB4byIEdxGMD8dhADuwgHhvIoSE6WK1W/Otf/0JFRQUOHToEv98Pp9OJ2bNn48cff0TPnj3x2WefYfXq1ejZsydSU1NhNpuRkZGBjh07Ii0tLazjkV1wA+6JLo72s6e6KWqMz3B6PB7Y7XbMnz8f119/vX796NGjUVpaigULFpzwOR9//DHGjx+PxYsXo3fv3ti/fz+uvvpq3H777fXeG728vBypqakoKytDSkpKuDYnqqxZswYzZsyAqqr44osvRA+HGtjvv/+OJUuW1HlinA4dOqB3795o2bJlXK3/1rVrV/zxxx9YsmQJLrvsMtHDISIiIiIiIkF+++03TJw4Eenp6fpe10ajETabDVarFUlJSTj33HNx+eWXo3Xr1nH13BkASkpK8Pbbb8NsNuORRx4RPRyKE/Wdw4355VwKCwvh9/uRnZ1d4/rs7Gzk5eWF/JyRI0fiueeew4ABA2A2m9G+fXsMHjz4pBPobrcb5eXlNd4A6IcEeTyeGpe1iUa3261fdrlc+qtttS9rr8o5nU79ssPh0A//cTgcUFUVqqqecBmoXpdcu6y9Cqpd1tZ69/l8IS97vV643W798qm2qaKiAjNnzoTBUPO/VzRvU7R1qqqqwowZM/TticQ2nX/++Rg9ejSuvvpqXHLJJejfvz/69++PFi1aIBAIYO/evfjoo4/w+uuv4+uvv8bixYuxatUq7Nq1C8eOHUNlZWXMdSovL8eBAwcAAJmZmTGxTdF2fyotLcVrr70Gp9MZM9sUjZ3cbjdmzZqF0tLSmNmmaOvkdDrx2muvoaysLGa2KRo7eTweTJ8+Xf++sbBN0dbJ4/FgxowZ+t8dsbBN0dbJ4/Fg5syZ+vOlWNimaOzkdDrxz3/+Ex6PJ2a2Kdo6ud1u/POf/4Tb7Y6ZbYrGTmVlZXj11Vfh8Xgisk0XXnghvvvuO1x55ZUoLy/H1q1bsXnzZqxfvx67du3CoUOH8MMPP2DSpEm4//77MW3aNH0P9p07d+LQoUP614yVTuXl5Zg5cyY8Hg98Ph9UVdW/Z7RuU7zen6J5m+oj5ifRz8SKFSswdepUvPHGG9i4cSO+/PJLLFy4EM8//3ydnzNt2jSkpqbqby1btgQAzJ49GwAwd+5czJ07F0D1cjLz5s0DAMycORMLFy4EAEydOhXLli0DAEyaNAnr1q0DAEycOBFbtmwBUH2Sij179gAAxowZgyNHjgAAhg8fjqKiIjidTgwfPhxOpxNFRUUYPnw4AODIkSMYM2YMAGDPnj0YN24cAGDLli2YOHEiAGDdunWYNGkSAGDZsmWYOnUqAGDhwoWYOXMmAGDevHl46623TrpNr732Gg4fPgy73V7jZxTN2xRtnb744gts3rwZiqJEdJvGjh2L9u3bo127dnj55ZcxcOBAXHzxxfj999/Ro0cP+Hw+bN++HTt37sTq1avxySef4KuvvsIbb7yBJ554Au+//z7efPNNTJ48Gbt27cKnn36KV155BT6fLyo7PfXUU/qD/yeffBIX//dk26a77roLmZmZ2Lt3b8xsUzR2Ki4uRkpKCv7yl7/EzDZFW6etW7ciMzMTDzzwQMxsUzR2UhQFP//8M1asWBEz2xRtnRRFwY4dO/DRRx/FzDZFWydFUZCfn4+XXnopZrYpGjvt3bsX33zzDRRFiZltirZOLpcLH3/8MVwuV8xsUzR2euCBB+Dz+aAoSsS2acmSJSgpKcHixYvx1FNP4YYbbsC0adOQkZGB3bt348CBA6iqqsLx48exYcMGLFq0CG+99RamTJmCJ554AuPGjcPDDz+MsWPH4p///CfWrFmDhx56CGvWrIHX6426Ti+99BLy8/OhKApefPFFVFVVIRAIxPz/PW6TXNtUH1zOJcRyLgMHDkTfvn3xyiuv6Nd9+OGHuOeee1BZWXnCHtZA9SsZ2isfQPUraS1btkRBQQEyMzP1Vz8sFgs8Ho++XrTb7YbBYIDZbIbL5YLJZILJZDrhstlshtFohNPp1M9Y7HA4YLPZYDAY4HA4kJCQAKD6lZ/gy3a7HYFAAC6XC3a7HX6/Hx6PBwkJCfD7/fB6vbDZbPD5fPD5fCdc9nq9CAQCsFqt8Hq9UFVV347a22QymVBaWgpFUVBUVITHH38cAPD555/rJ4mItm2Ktk4WiwVlZWVQVRVpaWn6K2wybJPL5UJOTg4qKipQUVGB0tJSVFZWorCwEC6XCwaDQX9FsvZli8WCxMREpKSkwGKxwGazwW63w2w2w2az6d/XarXCbrdDVVUkJCQgISFBbx3JTl6vFzt27MC9996LP/74A/n5+TH/f0+2bfL7/SgpKYHNZtPHGe3bFI2dtD+Cger1DrUXWKN5m6Ktk9PphNfrhcFggMFggNVqjfptisZOiqLoe8QkJyeH3L5o26Zo6xQIBOD1euH1emG322G1WqN+m6Ktk9frhd/vh9/vh8ViQUJCQtRvUzR2SkhIQEVFBbxeL9LT0/X7RjRvU7R1stlsqKqqgtvtRnp6OhRFifptisZOBoMBxcXFMJvNSE5OhtPplGKbHA4HfvjhByxfvhyHDh1CSUkJ/H4/kpKS9L8hQjEajfp2GY1GWK1W2Gw2JCcn68+d09LSkJSUBKvViszMTKSmpsJqtSI7OxtmsxmBQADJyckR62QymVBSUgKj0YiUlBSUlZXhzTffhKIomDBhAhISEmLy/55s2+R2u+FwOGA2m/X/Q9G+TafTyeFw1Gs5l5ifRAeqT3zYu3dvvP766wCqDxNo1aoVJkyYEPLEohdccAEuu+wyfe8IoHov0jvvvBMVFRX1Wmw/XtdEV1UVxcXFWLBgAYYMGYJHH30UQPU68xaLRfDo4kNwg5EjR+oneJWZqqooKytDfn4+8vLyUFRUhKqqKlRWVqKyslI/HOhsGI1GGI1GmEwm/XLwm8lk0v/YMBqNUBQFBoMh5L+nuk57O3bsGN555x0cOXIEO3bsCMNPik5HNN4XYhE7iMcGcmAH8dhAPDaQAzuIxwZyiKYO5eXl2LdvH/bu3Yvdu3fj4MGDKCgoQFVVlT6ZqE1YnintOS1Q/bPRrqv9pu2Yoa3XXtdz4uDbBb8ffL3BYEDTpk2Rl5eHxMRE3HbbbfpR3BMnTuQ8UoSoqoqKigoAQHJyctytxV/fOVxTBMckzMSJEzF69GhceOGF6N27N1599VVUVVVh7NixAIBRo0ahefPmmDZtGgDgmmuuwYwZM9CzZ0/06dMHe/fuxTPPPINrrrmGZ6utB4PBgBYtWuivLAHQX42iyNAanM0v0EhSFAVpaWlIS0tD586da3xMVVW4XK4ak+oulwsulwtutxtOpxNut1tf40rby0+7rE3Aa3s9aa9G1pe2HpvP56vxb+3LgUCgxhsAtGrVCiaTCc2aNQvPD4pOW7TdF2IVO4jHBnJgB/HYQDw2kAM7iMcGcoiWDikpKejZsyd69ux5wscCgQCKi4tx/Phx5Obm4tixYzh+/DiKiopQVlamH/UQfDSQ3+/XJ8q1PYoNBkNYdmA7HdoEOwDMmDED27dvR7du3QAg4mMhOpW4mEQfPnw4CgoK8OyzzyIvLw89evTA999/r59s9NChQzUeMLW1+iZNmoSjR4+icePGuOaaa/DCCy+I2oSoYjQa0bdv3xqHGLlcLqSmpgocVXwJ1SBaKYqiL8uinZzzdGgT59qEeu3J78LCQhw+fBhHjhxBbm4uCgsLUVJSgtLSUpSWlqK8vByBQCDkK/B1vQHQX133+/246KKLwv1joXqKpftCNGMH8dhADuwgHhuIxwZyYAfx2EAOsdDBYDAgMzMTmZmZ6NKly2l9rnZCx6qqKn3ntaqqKn1nteAd2LSd17Sd1oJ3KKu9Y1nt91VVPeEyUL3TWkpKChwOB9xuN/bs2YPu3bvrO7MRySQuJtEBYMKECZgwYULIj2knd9KYTCZMnjwZkydPjsDIYo/X68Xnn3+OUaNG6ddpJ1ekyNAajBkzpsYRAfHIaDQiISEBVVVV2LJli/62detW7N27Vz9k6VS0PeXT0tLQqFGjGv+mpKTAbrfDbrfrE/52ux1JSUlYt24dHnrooQbeSqoL7wtyYAfx2EAO7CAeG4jHBnJgB/HYQA7x3sFgMCApKQlJSUlCvr+2pM7bb78Np9OJI0eO6Duj+Xw+IWMiqkvcTKJT5BgMBnTp0qXG8i0ul0vgiOKP1sBkis+7uKqq2LlzJ1atWoVVq1Zh9erVyMnJqfP2LVq0QPv27dG+fXu0bNkSTZs2rfGmnWTldMdQWloKk8kEq9V6lltEZyre7wuyYAfx2EAO7CAeG4jHBnJgB/HYQA7sIJ7BYED37t0BAPn5+fokura3OpEs+ChBYWc0GtGzZ0+YTCaoqgpFUTiJHmHBDeKFy+XC8uXL8f/+3//Dt99+i8OHD59wm/bt26N79+7o3r07unXrhs6dO6Nt27YNdgKZeOwgGzaQAzuIxwZyYAfx2EA8NpADO4jHBnJgB/GMRiMGDBgAs9kMt9td47xmRDKR+8wJFJV8Ph/+85//1Jg45yR6ZIVqEIv8fj9+/PFHjB49Go0bN8ZVV12FN954A4cPH4bNZsOgQYMwadIk/PDDDygrK8PevXvxxRdf4Nlnn8X111+Pc889t0HPwB4vHWTGBnJgB/HYQA7sIB4biMcGcmAH8dhADuwgns/nwzvvvIOmTZsCADweDwBOokeadl43qhtfaqOwUhQFKSkpIU8sSpFRV4NYUlJSgrfffhv//ve/ceTIEf365s2b489//jOuueYaDBkyBHa7XdgY46GD7NhADuwgHhvIgR3EYwPx2EAO7CAeG8iBHcQLbvDll18iJycHHo8HJpOJa6JHkKIowtbFjyaKqqqq6EHEovLycqSmpqKsrAwpKSmihyPMTTfdBEVRcPfdd2PYsGGih0NR7tixY3jppZfw3nvvoaqqCgDQqFEj3Hrrrbj99tvRt29fKIoieJREREREREREdDr+7//+D/Pnz8ejjz6K9PR0jBw5Eq1atRI9LIoD9Z3D5X76FHYulwvjx4+Hy+XSJzS1w3EoMoIbxIKioiI89thjaN++PV577TVUVVWhW7du+OCDD5Cbm4s33ngD/fr1k24CPdY6RCM2kAM7iMcGcmAH8dhAPDaQAzuIxwZyYAfxtAba5KW2BzqXcyHZcBKdwkpVVXg8Htx9990wmUz6pKbb7RY8svhRu0E08/v9+Ne//oX27dvjlVdegcvlwp/+9CcsXrwYmzdvxqhRo2C1WkUPM6RY6hCt2EAO7CAeG8iBHcRjA/HYQA7sIB4byIEdxAtu0KhRIwCA1+sFwEn0SFJVFZWVlaisrAQXLKkbHyWoQbRv3x5GoxGKokBVVU6iC6A1iFa///47xo4di40bNwIAunXrhqlTp+Kqq66Sbo/zk4n2DrGADeTADuKxgRzYQTw2EI8N5MAO4rGBHNhBvPbt2yMtLQ0ATywqSiAQED0E6XFPdAo7j8eDV199FU6nk8u5CBLcINqoqoo333wTvXv3xsaNG5Gamoo33ngDGzduxNVXXx1VE+jR3CFWsIEc2EE8NpADO4jHBuKxgRzYQTw2kAM7iKc1sNvt+vsAJ9FJPtwTncLOZDLh5ptvhsVi4SS6IMENoonL5cIdd9yBTz75BABw9dVX47333kN2drbgkZ2ZaO0QS9hADuwgHhvIgR3EYwPx2EAO7CAeG8iBHcTTGvz6668A/rccMCfRSTbcE53CzmAwoEWLFjAajTAYqv+LaWtaUWQEN4gWx48fxyWXXIJPPvkEJpMJ06dPx7fffhu1E+hAdHaINWwgB3YQjw3kwA7isYF4bCAHdhCPDeTADuJpDbQ10TmJTrLiJDqFndvtxssvvwyHw6FPonNP9MgKbhAN/vjjD/Tp0wdr165Fo0aNsHjxYkycODGqlm4JJdo6xCI2kAM7iMcGcmAH8dhAPDaQAzuIxwZyYAfxtAZWqxVA9RHqACfRST5czoXCzmKxYOzYsbDZbPqrudwTPbKCG8ju119/xRVXXIGSkhK0b98eCxcuROfOnUUPKyyiqUOsYgM5sIN4bCAHdhCPDcRjAzmwg3hsIAd2EE9rUFpaCuB/k+g80SXJhpPoFHZGoxHZ2dkwGAxczkWQ4AYyW758Oa699lpUVlaiT58+WLhwITIyMkQPK2yipUMsYwM5sIN4bCAHdhCPDcRjAzmwg3hsIAd2EE9roNFO8so90SOL94FT40+IwkpRFBgMBowYMQJOp5N7ogtQu4Gs1q5di6uvvhqVlZW45JJL8OOPP8bUBHq0dIhlbCAHdhCPDeTADuKxgXhsIAd2EI8N5MAO4gU30E7u6na7oaoqJ9EjSFEUJCUlISkpKeqX1W1IiqqqquhBxKLy8nKkpqairKwMKSkpoocTUaqqoqioCBkZGbjvvvtQVFSETp06YerUqaKHFjeCG8j4ALhr1y786U9/QnFxMYYNG4avv/46Jg+fk71DPGADObCDeGwgB3YQjw3EYwM5sIN4bCAHdhBPa5CSkgKr1YoePXrgpptuwsCBAzFo0CDRw6M4UN85XO6JTg3CbrcDgL4nus/nEzmcuKQ1kE1lZSVuuOEGFBcXo3fv3vjiiy9icgJdI2uHeMIGcmAH8dhADuwgHhuIxwZyYAfx2EAO7CCe3W6H2WyG3W5HIBCA3+/nmugkHU6iU1ipqori4mI8/vjjcDgcMJmql93nJHrk1G4gE1VVcc8992DHjh1o1qwZvvnmGyQmJooeVoOQuUO8YAM5sIN4bCAHdhCPDcRjAzmwg3hsIAd2EK92g5SUFPj9fv2NIkNVVVRVVaGqqgpcsKRuXM6lgcTrci6qqqKiogJutxsZGRn429/+hkOHDqF58+aYNWuW6OHFhdoNZDo5xIcffojbb78dJpMJK1asQP/+/UUPqcHI3CFesIEc2EE8NpADO4jHBuKxgRzYQTw2kAM7iFe7QadOnWCxWHDjjTdi4MCBGDZsmOghxgWtAwAkJyfH3dJGXM6FhHK73QC4nItIWgNZHD58GBMmTAAATJ48OaYn0IPJ1iEesYEc2EE8NpADO4jHBuKxgRzYQTw2kAM7iKc1SExMhKqq+pIuRDLhJDqFndvtxqxZs+B0OrmciyDBDWQQCAQwduxYlJWVoU+fPnjiiSdEDykiZOsQj9hADuwgHhvIgR3EYwPx2EAO7CAeG8iBHcQLbpCYmMjlXEhaXM6lgcT7ci5A9SEgkydPxh9//IFGjRrhnXfeETy6+CDjYTivvfYaHnroISQkJGDz5s3o1KmT6CE1OBk7xBs2kAM7iMcGcmAH8dhAPDaQAzuIxwZyYAfxajcYOnQoDhw4gBtuuAH9+/fH9ddfL3aAcSLe7wtczoWEUVUVBQUFCAQCMJvNAMBXECMsuIFoO3bswOOPPw4A+Oc//xkXE+gamTrEKzaQAzuIxwZyYAfx2EA8NpADO4jHBnJgB/GCGyQmJiIQCHA5F5ISJ9Ep7DweD95//324XC5OogsS3EAkr9eL22+/HS6XC8OGDcO4ceOEjifSZOkQz9hADuwgHhvIgR3EYwPx2EAO7CAeG8iBHcQLbsBJdJIZl3NpIPG8nEtlZSUAICkpCTNmzMDatWuRkJCA//73v4JHFx9qNxB5GM60adPw1FNPoVGjRti6dSuaN28ubCyRJlOHeMUGcmAH8dhADuwgHhuIxwZyYAfx2EAO7CBe7Qb33nsvvv/+e9xwww3o27cvRowYIXiE8SHe7wtczoWEUBQFdrsdR48eRSAQgMViAQAeGhVBtRuIcuDAATz33HMAgFmzZsXVBDogT4d4xgZyYAfx2EAO7CAeG4jHBnJgB/HYQA7sIF7tBsF7orNJ5CiKguTk5LhcD/10cBKdws7j8eDFF1+Ex+PRl3Phg19kBTcQ5cEHH4TL5cKQIUNw2223CRuHSDJ0iHdsIAd2EI8N5MAO4rGBeGwgB3YQjw3kwA7iBTfQJtH9fj+XcyHpcDmXBhKvy7nUNnv2bCxatAhGoxGfffaZ6OFQhKxZswb9+/eH0WjE1q1bce6554oeEhERERERERFJbNq0aZg1axauv/569O7dG3fccYfoIVEc4HIuJISqqqioqMCmTZvg8/n05Vz4Wk3k1G4gwpQpUwAAY8aMidsJdBk6xDs2kAM7iMcGcmAH8dhAPDaQAzuIxwZyYAfxajfgci5iqKoKh8MBh8PB+buT4CQ6hZ3H48HixYvh9XphtVoBcBI90oIbRNqaNWuwZMkSmEwmTJo0KeLfXyYiO1A1NpADO4jHBnJgB/HYQDw2kAM7iMcGcmAH8YIbBE+iczmXyPL5fHwx6RS4nEsDidflXLRXEQEgOTkZ33zzDf773/8CAObPny9yaHGjdoNInxTi1ltvxWeffYY77rgD7733XkS/t0xEdyA2kAU7iMcGcmAH8dhAPDaQAzuIxwZyYAfxajf47LPPMH78eFx33XW46KKLMH78eMEjjA/xfl/gci4kjN/vxx9//AGfz8c90QUJbhBJ+fn5+PLLLwEADzzwQES/t4xEdaD/YQM5sIN4bCAHdhCPDcRjAzmwg3hsIAd2EC+4QfCe6GxCsuEkOoVdIBDAunXrakyiU2QFN4ik2bNnw+v1om/fvujRo0dEv7eMRHWg/2EDObCDeGwgB3YQjw3EYwM5sIN4bCAHdhAvuAHXRCeZcTmXBsLlXKoPAVm3bh2mT58OVVXxxRdfCB5dfBB1GI7f70eHDh2Qk5ODOXPmYPTo0RH5vrKK98OhZMAGcmAH8dhADuwgHhuIxwZyYAfx2EAO7CBe7Qa//vorLr30Ulx33XXo1asXHnnkEcEjjA/xfl/gci4kjN/v18+sbLPZRA8nLgU3iJQffvgBOTk5aNSoEW655ZaIfV+ZiehANbGBHNhBPDaQAzuIxwbisYEc2EE8NpADO4gX3EDbE93v9/PEoiQdTqJT2AUCAWzfvp3LuQgU3CBS3nzzTQDAmDFjkJCQELHvKzMRHagmNpADO4jHBnJgB/HYQDw2kAM7iMcGcmAH8YIbJCQkwO/3Q1VVLukSYYqixN0e6KeLy7k0kHhdzqW2/fv347HHHgMAfP755zAY+LpNLDp48CDatm0LVVWxc+dOdO7cWfSQiIiIiIiIiCiKHDt2DK1bt8b111+PCy64AH/7299gMplED4tiHJdzIWG8Xi++/vpreL3eGnsk85XdyAluEAlvv/02VFXFkCFDOIEeJNId6ERsIAd2EI8N5MAO4rGBeGwgB3YQjw3kwA7iBTew2WwIBAJQVVXfG51IFpxEp7ALBALYuXMnAoFAjUl0p9MpcFTxJbhBQ3O5XHjnnXcAABMmTGjw7xdNItmBQmMDObCDeGwgB3YQjw3EYwM5sIN4bCAHdhCv9hyS1kJbG51IFlzOpYHE63Iuqqrqk+UJCQlwu9247bbbAACvv/46mjZtKnJ4caF2g4Ze0+qDDz7AmDFj0LJlS+zfv5+HWv3/It2BTsQGcmAH8dhADuwgHhuIxwZyYAfx2EAO7CBe7QaqqsJoNOLGG29Ez5498dBDDyE5OVnwKGNfvN8XuJwLCeN2u7F06VJ4vV5YLJYa11NkBDdoSKqq4vXXXwcAjBs3jhPotUSqA9WNDeTADuKxgRzYQTw2EI8N5MAO4rGBHNhBvOAGBoMBVqtVP6ko90SPHJ/Px2WYT4GT6BR2qqqivLwcqqrCYDBAO9jB5XIJHln8CG7QkH755Rds2LABVqsVd911V4N+r2gUqQ5UNzaQAzuIxwZyYAfx2EA8NpADO4jHBnJgB/FqN9CWdNHeiGTBSXQKO5PJhGuuuabGXugAJ9Ejqa4G4fbvf/8bAHDrrbeicePGDfq9olGkOlDd2EAO7CAeG8iBHcRjA/HYQA7sIB4byIEdxKvdQDu5KPdEJ9lwEp3CzufzYfHixfB4PDWu54lFI6euBuFUVFSEefPmAQDGjx/fYN8nmkWiA50cG8iBHcRjAzmwg3hsIB4byIEdxGMDObCDeLUbaHuiq6rK5UVIKpxEp4jhmuix5YMPPoDb7UbPnj1x0UUXiR4OEREREREREUW54OVcuCc6yYST6BR2JpMJQ4cOPeFwKE6iR05dDcJFVVW8/fbbAID77rsv7s7cXF8N3YFOjQ3kwA7isYEc2EE8NhCPDeTADuKxgRzYQbzaDYKXc+Ga6CQTKSfR8/LysHDhQnz00UeYO3duyDeSl8/nw7fffqsfiqNNsPLwqMip3SDcfvvtN+zevRuJiYkYMWJEg3yPWNDQHejU2EAO7CAeG8iBHcRjA/HYQA7sIB4byIEdxKvdgHuik6xMogcQzOVy4e6778ann35a56tNqqpCURSMGjUqwqOj+lAUBcnJyVAUBQaDQb9OVVWeWDRCQjUIt6+//hoAcNVVVyE5OblBvke0i0QHOjk2kAM7iMcGcmAH8dhAPDaQAzuIxwZyYAfxQjUIXhOdk+iRoSgKUlJSRA9DeoqqqqroQWj++te/4rXXXkOnTp0wYsQItGjRAiZT6Hn+0aNHR3h0p6e8vBypqakoKyuL+/+It9xyCwKBAG644Qb85S9/ET0cCoPzzjsP27dvx4cffsimRERERERERBQW11xzDSorK3HBBRfg7rvvRufOnUUPiWJcfedwpXqp7fPPP0eXLl2wZcsWTJ48GXfeeSdGjx4d8o3k5Xa78eKLL+proHM5l8ir3SCc9u3bh+3bt8NkMuGqq64K+9ePJQ3ZgeqHDeTADuKxgRzYQTw2EI8N5MAO4rGBHNhBvNoNuJwLyUqqSfTS0lJcccUVsFqtoodCZ0hVVXg8HnTv3l2fPNcOyeEvpcgI1SCcFixYAAAYNGgQGjVqFPavHysaugOdGhvIgR3EYwM5sIN4bCAeG8iBHcRjAzmwg3ihGthsNvj9fk6iR5CqqnA6nXA6nZBowRLpSDWJ3rlzZ+Tn54seBp0lVVXRv39/mM1mAP/bE93r9YocVlyp3SCcli5dCgC4+uqrw/61Y01DdqD6YQM5sIN4bCAHdhCPDcRjAzmwg3hsIAd2EK92g4SEBKiqyjXRI8zr9XLe7hSkmkR/9NFHsWDBAuzdu1f0UOgseL1efPTRR/qJRLU90bmcS+TUbhAugUAAa9euBQAMHDgwrF87FjVUB6o/NpADO4jHBnJgB/HYQDw2kAM7iMcGcmAH8Wo34HIuJKvQZ+0UpEWLFhg2bBh69+6Nv/71r+jVq1edC7pffPHFER4d1ZfBYECXLl30k8IajUYAgM/nEzmsuFK7Qbjs2rULJSUlsNvt6N69e1i/dixqqA5Uf2wgB3YQjw3kwA7isYF4bCAHdhCPDeTADuLVbhC8nEsgEBA8OqL/kepRYvDgwVAUBaqqYsqUKSddk4qvRsnLaDSiZ8+e+gOgtic6DwuJnNoNwmXNmjUAgN69e/Nwt3poqA5Uf2wgB3YQjw3kwA7isYF4bCAHdhCPDeTADuLVbsA90UlWUi3n8uyzz+LZZ5/F5MmTMXnyZP39UG+n69///jfatGkDm82GPn364Ndffz3p7UtLS3H//fejadOmsFqt6NSpExYtWnSmmxZXvF4vZs+erR+Ko+2Jzkn0yKndIFx+/vlnAMCf/vSnsH7dWNVQHaj+2EAO7CAeG8iBHcRjA/HYQA7sIB4byIEdxKvdgGuik6ykeqltypQpDfJ1P/vsM0ycOBFvvfUW+vTpg1dffRXDhg3Drl27kJWVdcLtPR4PLr/8cmRlZWH+/Plo3rw5Dh48iLS0tAYZX6wxGAzo27cvl3MRqHaDcNH2ROckev00VAeqPzaQAzuIxwZyYAfx2EA8NpADO4jHBnJgB/FqN7DZbNwTnaQUF48SM2bMwN13342xY8cCAN566y0sXLgQs2fPxhNPPHHC7WfPno3i4mKsWbNGX7KiTZs2kRxyVDMajVwTXbDaDcKhsLAQu3btAgD069cvbF83ljVEBzo9bCAHdhCPDeTADuKxgXhsIAd2EI8N5MAO4tVuwOVcSFZSLeeiqaqqwkcffYRHH30U9957Lx599FF89NFHqKqqOu2v5fF4sGHDBlx22WX6dQaDAZdddhnWrl0b8nO++eYb9OvXD/fffz+ys7Nx3nnnYerUqbzz1oOiKDCbzXjyySfhdrsBcBI90kI1CId169YBAM4991ykp6eH7evGqobqQPXHBnJgB/HYQA7sIB4biMcGcmAH8dhADuwgXqgGCQkJPLFohCmKguTkZCQnJ5/0/JTxTrpJ9C+++AKtWrXCqFGjMH36dLzzzjuYPn06Ro0ahVatWuHLL788ra9XWFgIv9+P7OzsGtdnZ2cjLy8v5Ofs378f8+fPh9/vx6JFi/DMM89g+vTp+Mc//lHn93G73SgvL6/xBlRP4mv/Bl/W1gd3u936ZZfLpU80176sTeA7nU79ssPh0B9QHA6HvmZU7csAEAgE9Mt+vx9Op1O/rK075fP5Ql72er36g5nX6z3lNqmqilGjRsFsNsPlcumT6B6PJ2q3Kdo6KYqiNwjXNq1cuRJA9VIu7FS/bQoEArjzzjuhKErMbFO0dfL5fLjzzjthMBhiZpuisZPZbMYdd9wBr9cbM9sUbZ2MRiPuvPNO+Hy+mNmmaOxksVhw22236U9OYmGboq2TxWLBqFGjoKpqzGxTtHWyWCwYPXq0/n1iYZuisZPRaMRf/vIXmM3mmNmmaOtkNpsxcuRImEymmNmmaOzk9/sxZswYmM3mmNmmaOsUCAQwevRofQ7JbDbrE+jabaJtm6Kxk9frhaIoMbVNp9OpPqSaRF+zZg1uvfVWVFVV4a677sLHH3+M5cuX45NPPsHdd98Nh8OBW2+9tc49yMMlEAggKysL//nPf3DBBRdg+PDhePrpp/HWW2/V+TnTpk1Damqq/tayZUsA1UvDAMDcuXMxd+5cANXLycybNw8AMHPmTCxcuBAAMHXqVCxbtgwAMGnSJH3P34kTJ2LLli0AgHHjxmHPnj0AgDFjxuDIkSMAgOHDh6OoqAhOpxPDhw+H0+lEUVERhg8fDgA4cuQIxowZAwDYs2cPxo0bBwDYsmULJk6cCKB6T+NJkyYBAJYtW4apU6cCABYuXIiZM2cCAObNm6f/HOraptdeew25ubkwGo2YOnUqysrKAFS/OBGt2xRtnb788kv88ssvMBqNYdum//73vwCqJ9HZqX7bNHnyZPTq1QsrV66MmW2Ktk533nknevXqhf3798fMNkVjp9LSUpx77rkYOXJkzGxTtHXatm0bevXqhQkTJsTMNkVjJ6PRiO+++05/YToWtinaOhmNRmzduhUfffRRzGxTtHUyGo0oLS3FSy+9FDPbFI2d9u/fj//85z8wGo0xs03R1snj8eDFF1+Ex+OJmW2Kxk4TJkxAcnIyjEZjzGxTtHV66aWXUFpaCqPRiEmTJuHgwYNQVRUulwtHjx6Nym2KxU6xvk31okrk6quvVhMTE9XNmzeH/PiWLVvUxMRE9c9//nO9v6bb7VaNRqP61Vdf1bh+1KhR6rXXXhvycy6++GL10ksvrXHdokWLVACq2+0O+Tkul0stKyvT3w4fPqwCUAsKCvRxaJ/rdrtVj8ejf5522el0ql6vN+Rln8+nqqqqOhwO/XJVVZXq9/v1y4FAQA0EAidcVlVV9fv9+mWfz6c6HA79stPpVFVVVb1eb8jLHo9Hdblc+uXg7ai9TYFAQM3Pz1cfeeQRtaqqSnU6nepjjz2m3nTTTeo999wTldsUbZ0CgYBaUFCgTpw4Ua2qqgrLNnk8HtVms6kA1B07drBTPbbJ4/GoeXl56t/+9je1rKwsJrYp2jr5fD41NzdX/dvf/qaWl5fHxDZFY6fKykq1uLhY/dvf/qYWFBTExDZFWyeHw6EWFhaqf/vb39TCwsKY2KZo7OR2u9WSkhJ14sSJallZWUxsU7R1crlceoOSkpKY2KZo6+RwONSSkhL1kUceUYuKimJim6KxUyAQUAsLC9WHH35YraqqioltirZOfr9fLS4uVh9++GG1srIyJrYpGjsFAgE1Ly9Pn7+IhW2Ktk61GzidTvWHH35QO3XqpN52223qggULom6borGTNqfpcDhqbEc0b9PpdCorK1MB6H+j10VR1f//WEYJZGRk4Prrr8d7771X523uuOMOLFiwAEVFRfX+un369EHv3r3x+uuvA6je07xVq1aYMGFCyBOLPvXUU/j444+xf/9+GAzVO+vPmjULL730Eo4dO1av71leXo7U1FSUlZUhJSWl3mONdqqqoqysDMeOHUOnTp1gMpnwzDPPYMeOHWjUqBHeeecd0UOMeaEanK3169ejd+/eSE9PR2FhIdfIqoeG6ECnhw3kwA7isYEc2EE8NhCPDeTADuKxgRzYQbxQDdasWYPRo0ejd+/euOWWW3DdddeJHmbMU1UVFRUVABCX66LXdw5XquVcHA7HCWuX15adna2vk1NfEydOxDvvvIMPPvgAO3bswLhx41BVVYWxY8cCAEaNGoUnn3xSv/24ceNQXFyMhx56CLt378bChQsxdepU3H///ae/UXHIYDCgRYsW+lro2i8ibS0kani1G5ytn3/+GUD1Ui7x9mB6NsLdgU4fG8iBHcRjAzmwg3hsIB4byIEdxGMDObCDeLUbJCQkIBAIQFVVfX1tIhlINYnepk0bLFmy5KS3Wbp0Kdq0aXNaX3f48OH45z//iWeffRY9evTA5s2b8f333+sT9ocOHUJubq5++5YtW+KHH37A+vXr0a1bNzz44IN46KGHQu61Tidyu914+eWX9Rc7zGYzAPDBL4JqNzhbK1asAAD0798/LF8vXoS7A50+NpADO4jHBnJgB/HYQDw2kAM7iMcGcmAH8Wo3sNls+olFuTMmyUSqY1VuueUWPP/88xg9ejSmTZuGZs2a6R/Lzc3Fk08+iQ0bNuCZZ5457a89YcIETJgwIeTHtAnCYP369dMXyafTY7FYMHbsWNhsNgD/m0Tng1/k1G5wNrxer36ihcsvv/ysv148CWcHOjNsIAd2EI8N5MAO4rGBeGwgB3YQjw3kwA7i1W6g7YkeCAS4MyZJRapJ9Mcffxzff/89/vvf/+Kzzz5Dhw4dkJ2djfz8fOzduxcejwe9e/fG448/LnqodBKKoqBx48b6evKcRI+82g3Oxi+//IKKigpkZmaiZ8+eYRhd/AhnBzozbCAHdhCPDeTADuKxgXhsIAd2EI8N5MAO4tVuEDyJ7vP5BI+O6H+kepSw2+346aefMGXKFLRo0QJ//PEHli9fjj/++AMtWrTA3//+d6xcuRIJCQmih0on4Xa78fzzz+uH4lgsFgCcRI+k2g3OxuLFiwFU74XOPyxOTzg70JlhAzmwg3hsIAd2EI8NxGMDObCDeGwgB3YQr3YDbTkXoPrIeCJZKKqqqqIHUZeKigqUl5cjJSUFycnJoodzWup7ZtdYo53Rt7y8HM2aNYPBYMA777yDH374ASaTCZ9++qnoIca8UA3ORt++ffHLL7/g/fffx5gxY8IzyDgQ7g50+thADuwgHhvIgR3EYwPx2EAO7CAeG8iBHcQL1cDj8aB169bo378/hg4dinvuuUf0MGOe1gEAkpOToSiK4BFFVn3ncKVazqW25OTkqJs8j3eKoiAxMRFGo1G/02l7okv8ek1MCdXgTBUXF2P9+vUAuB766QpnBzozbCAHdhCPDeTADuKxgXhsIAd2EI8N5MAO4oVqYDab9fkjj8cjcnhxQ1EUJCUl6ZcpNL7MRmHndrtx6623wul0AuAkugi1G5ypZcuWIRAIoGvXrmjevHmYRhc/wtWBzhwbyIEdxGMDObCDeGwgHhvIgR3EYwM5sIN4tRsoiqKfW4/LuUSOwWDg0RinIHQ5l3bt2kFRFPz4449o27Yt2rVrV6/PUxQF+/bta+DRnZ14Xc4FqJ4sdzqdSEhIgKIo+OKLL/DJJ58AAObPny94dPGhdoMzdffdd+Pdd9/Fww8/jBkzZoRxhPEhXB3ozLGBHNhBPDaQAzuIxwbisYEc2EE8NpADO4gXqkH79u3Rs2dP9O7dG4899pjgEVKsq+8crtCXGLSz7Qa/r6rqKd94gkp5qaoKl8uFsrIyfc9zq9UqeFTxJVSDM/062klFhw4dGq7hxY1wdaAzxwZyYAfx2EAO7CAeG4jHBnJgB/HYQA7sIF5dDbQ90X0+n6ihxRWtg8vl4n3hJIROoufk5ODAgQNo27Ztjffr80byqqysxIwZM/RDcbRJdN4RI6d2gzOxe/duHDp0CBaLBRdffHEYRxc/wtGBzg4byIEdxGMDObCDeGwgHhvIgR3EYwM5sIN4oRpoywJzEj1yPB4P16A/BaHLucSyeF3OJdQZfVeuXInXX38dqqriiy++EDzC2Beusyq//vrrePDBB3HppZfixx9/DOcQ40K8n91aBmwgB3YQjw3kwA7isYF4bCAHdhCPDeTADuLV1eCiiy5C69at0aVLFzz33HMihxgX4v2+EBXLudR2ySWXYO7cuSe9zYcffohLLrkkQiOiM6GqKgoKCvRld7icS+TVbnAmuJTL2QtHBzo7bCAHdhCPDeTADuKxgXhsIAd2EI8N5MAO4oVqwD3RSUZSTaKvWLECOTk5J73NwYMHsXLlysgMiM6Ix+PB+++/D5fLBQCw2WyCRxR/ajc4k89fvnw5AE6in42z7UBnjw3kwA7isYEc2EE8NhCPDeTADuKxgRzYQbxQDbSdMf1+v6hhEZ1AquVcDAYDpkyZgmeffbbO2zz11FOYMWOG9A9wXM7lf4eA7Nq1C08//TQAYP78+SKHFxfCcRjOTz/9hEGDBiErKwu5ubkwGKR6vS0qxPvhUDJgAzmwg3hsIAd2EI8NxGMDObCDeGwgB3YQr64GV155JRITE9G2bVu89NJLnJNoYPF+X4ia5VwOHTqkvwFAaWlpjeu0twMHDuCnn37CF198gTZt2ogdNJ1UIBDAkSNH9FcMg5dz4SFSkVG7welatWoVAGDw4MH8ZXUWzrYDnT02kAM7iMcGcmAH8dhAPDaQAzuIxwZyYAfxQjXQVjQIBAKcRyJpCJ8da9OmDdq2bYu2bdtCURTMmjVLfz/4rUOHDhgyZAj27NmDu+++W/Sw6SR8Ph/mz5+vn9U3ISFB/xjP9BsZtRucrjVr1gAA+vfvH85hxZ2z7UBnjw3kwA7isYEc2EE8NhCPDeTADuKxgRzYQbxQDbRJdFVV+QIHSUP4ci5jxoyBoihQVRVz585F9+7d0aNHjxNuZzQakZ6ejksuuQRXXHFF5Ad6muJ5ORftv5SiKFAUBWVlZbjzzjsBAO+++y7S0tIEjjD2hWpwOgKBADIzM1FSUoLffvsNF1xwQUMMM+adbQc6e2wgB3YQjw3kwA7isYF4bCAHdhCPDeTADuLV1WDs2LGoqKhAixYtMHXqVNjtdpHDjHnxfl+o7xyuKYJjCmnOnDn65ZUrV2Ls2LF48MEHxQ2IzoqiKAgEAtiyZQu6d+8Oo9FYY090p9PJSfQGFqrB6cjJyUFJSQmsViu6devWQKOMfWfbgc4eG8iBHcSLxgbaXkc+n0/0UMLK7/dj586dOOecc6KiQyyK5QZms1n6bYrGx6NYxA7isYEc2EG8uhpYrVaUl5cjEAhwT/QIiMeJ8zMhfBI92IEDB0QPgcLA6/Xi3XffxYwZM2A0GmEy/e+/mdvtFjiy+FG7wen4/fffAQBdu3aF2WxuiOHFjbPpQOHBBnJgB/GipYGqqigtLUVBQUFMPmFSVRVOpxMHDx7kExVBYr1BWloamjRpIvW2RcvjUaxjB/HYQA7sIF6oBjabDYFAgMu5kFSEL+cSq+J5ORdtotxqtep/wN90001QFAX/+Mc/cM4554gcYsyrq0F9Pffcc5g8eTLGjBmD999/vyGGGBfOtgOdPTaQAzuIF00NcnNzUVpaipSUFKSkpMBkMkk93tMR74fJyiCWG6iqCofDgePHjyMtLQ1NmzYVPaSQounxKJaxg3hsIAd2EK+uBk888QR27NiBFi1a4Pnnn0d6errIYca8eL8vRM1yLrVVVFTgX//6F3788UccO3Ys5J7LiqJg3759AkZH9eF0OrFr1y5ccMEFJ+zJ7HK5BI0qvpyswaloe6Kff/75DTG0uHI2HSg82EAO7CBeNDTw+/0oKytD48aNkZmZKXo4YaftSeVyuWC322EwGEQPKe7EegNtCcXjx48jKytL2j0qo+HxKB6wg3hsIAd2EC9UA+6JHnnaiV2tVqvgkchLqr8cCwoK0KtXLzz99NPYsGEDdu3ahZKSEuTn5yMnJwc5OTnweDwIBAKih0onEQgEsG7dupDrmHISPTJO1uBUtm/fDgA477zzwj2suHM2HSg82EAO7CBeNDTwer1QVRWJiYmih9KgqqqqRA8h7sVyA+3Ea16vV/BI6hYNj0fxgB3EYwM5sIN4oRpok+hcE51kItUk+pQpU7Bv3z7MnTsXJSUlAICHH34YVVVV+OWXX9C7d2+0adNGn+QjOZnNZtxxxx2w2WwnfIxrokfGyRqcjN/vx/79+wEAnTp1aoihxZUz7UDhwwZyYAfxoqlBLB8+qigKMjMzY3obZRfrDaJhu6Lp8SiWsYN4bCAHdhAvVANOopOMpJpEX7RoES699FLcdtttJ/wBeNFFF+G7775DTk4O/v73vwsaIdWH3+/Hpk2bQr6Sqx0eQg3rZA1O5vDhw/B4PLBYLGjZsmUDjS5+nGkHCh82kAM7iMcGctDWreYpicRhA/H4eCQHdhCPDeTADuKFamC1WrmcC0lHqkn03Nxc9OzZU3/faDTC6XTq7zdq1AhXXnklPv/8cxHDo3oKBAL4448/ajwAai+KcE/0yAjVoD727NkDAGjXrp2062hGkzPtQOHDBnJgB/HYQB7Bf9vGAkVRMGHCBNHDOC1n2iAnJweKomDOnDn1ur2iKJgyZcoZfa9YxscjObCDeGwgB3YQL1SD4D3RuaQzyUKqSfTU1NQa6/c1atQIR44cqXGblJQU5OfnR3podBrMZjP+8pe/1DgUh5PokRWqQX3s3bsXANCxY8eGGFbcOdMOFD5sIAd2EI8N5LBt2zaMGzcObdu2hc1mQ/PmzXH55Zfj9ddfFz20k1qzZg2mTJmC0tLSsH3NwYMHQ1GUU76FexJaURRkZGSEbdmTRYsWcaL8NPHxSA7sIB4byIEdxAvVgCcWJRlJNYnerl075OTk6O/37NkTS5YsQVFREYDqvUa+/fZbtGrVStAIqT78fj/WrVtX4wUR7YkKl3OJjFAN6mPfvn0AgPbt2zfEsOLOmXag8GEDObCDeGwg3po1a9CnTx9s3rwZd911F/71r3/hrrvugsFgwKxZs0QP76TWrFmDv//972GdRH/66afx3//+V3978MEHAQBPPfVUjetvvPHGsH1PoHo5l8rKyjNazqV169ZwOp24/fbb9esWLVpU51KTTqcTkyZNOuOxxio+HsmBHcRjAzmwg3ihGnBNdJKRSfQAgg0dOhQzZ86Ew+GA3W7Hvffei5tvvhndu3dHv379sHHjRuTk5OCFF14QPVQ6CZvNhi1btuDiiy/Wr+MkemSFalAfhw4dAgC0adOmAUYVf860A4UPG8iBHcRjA/GmTp2K1NRULFq0CB07doTB8L99WY4fPy5wZGJcfvnlNd632Wx47bXXcPnll2Pw4MF1fl5VVRUSExPP+PsaDAY4nU4kJyef9ucqinJaeypyr8bQ+HgkB3YQjw3kwA7ihWrASfTIO5u/r+KFVHui33fffXjnnXfgcDgAADfeeCNeeeUVVFVV4YsvvkBeXh4mTpyIRx99VPBIqS6KoiAhIQGPPvool3MRpK4G9aFNovNoj7N3Nh0oPNhADuwgHhvIYd++fejatSs6d+5cYwIdALKysmq8r60zPm/ePHTp0gUJCQno168ftm7dCgB4++230aFDB9hsNgwePLjGkZyaefPm4YILLkBCQgIyMzNx22234ejRoyfcbtmyZRg4cCASExORlpaG6667Djt27NA/PmXKFP1v77Zt2+rLrNT+nl9//TXOO+88WK1WdO3aFd9///2Z/JhqmDJlChRFwR9//IGRI0eiUaNGGDBgAADg999/x5gxY9CuXTvYbDY0adIEd9xxh34Ea+2vsXfvXowdOxbp6eno3Lkz7rzzTv05h2bJkiUYMGAA0tLSkJSUhM6dO+Opp57SP157TfQxY8bg3//+NwDUWIJGE2o5mk2bNuHKK69ESkoKkpKScOmll2LdunU1bjNnzhwoioKff/4ZEydOROPGjZGYmIgbbrgBBQUFZ/UzFY2PR3JgB/HYQA7sIF5dDbicS2QpigKj0Qij0Ri2Je9ikVST6E2bNsXw4cORmZmpX/fII4+gsLAQubm5qKysxCuvvMITHkrO6/Xi448/rnEojvZkkYdIRUaoBvXBSfTwOtMOFD5sIAd2EI8NxGvdujU2bNiA1atX1+sEWatWrcIjjzyC0aNHY8qUKdixYwf+/Oc/49///jdee+01jB8/Ho8++ijWrl2LO+64o8bnzpkzB7fccguMRiOmTZuGu+++G19++SUGDBhQY0mWH3/8EcOGDcPx48cxZcoUTJw4EWvWrEH//v31SfIbb7wRI0aMAADMnDlTX2alcePG+tdZvXo1xo8fj1tvvRUvv/wyXC4XbrrpphMmtM/U//3f/8HhcGDq1Km4++67AVRPeO/fvx9jx47F66+/jltvvRWffvoprrrqqpBLtdxyyy2oqKjACy+8gGuvvRZz5sypsQzL9u3b8ec//xlutxvPPfccpk+fjmuvvRY///xzneO699579T3qg5egqcv27dsxcOBAbNmyBY899hieeeYZHDhwAIMHD8Yvv/xywu0feOABbNmyBZMnT8a4cePw7bffRt1JXEPh45Ec2EE8NpADO4gXqgH3RCcZSbWcS12MRiOys7NFD4PqQVVVuN1uOByOGk8QtUl0LufS8OpqcCputxu5ubkAOIkeDmfagcKHDeTADuKxgRweeeQRXHXVVRg8eDB69+6NgQMH4tJLL8WQIUNgNptPuP2uXbuwc+dOfYm1Ro0a4d5778U//vEP7N69W1+OxO/3Y9q0acjJyUGbNm3g9Xrx+OOP47zzzsNPP/2k79U1YMAA/PnPf8bMmTP1yeNHH30U6enpWLt2LdLT0wEA119/PXr27InJkyfjgw8+QLdu3dCrVy988sknuP7660Mu+bZjxw788ccf+jlVhgwZgu7du+OTTz4Jy6Rv9+7d8fHHH9e4bvz48XjkkUdqXNe3b1+MGDECq1evxsCBA2t8rGfPnnj33XcRCARwyy23oLKyEu+99x5eeuklANWT8h6PB999912NHXpOpl+/fujUqROWLFmC22677ZS3nzRpErxeL1avXo127doBAEaNGoXOnTvjsccew8qVK2vcPiMjA4sXL9b3CAsEAnjttddQVlaG1NTUeo1RNnw8kgM7iMcGcmAH8epqYLVauSd6BKmqqs/XWSwW7o1eB6n2RG/Xrh3OP//8kHtiaGbNmqX/0Uly0p6cWCwW/TruiR5ZoRqcinaIt81mq/eTRzq5M+lA4cUGcmAH8aK5gaqqqKqqkubtTE5ICVSvAb569Wpcc8012LJlC15++WUMGzYMzZs3xzfffHPC7S+99NIaE9Z9+vQBANx000011vPWrt+/fz8A4LfffsPx48cxfvz4GodFX3311TjnnHOwcOFCAEBubi42b96MMWPG6BPoANCtWzdcfvnlWLRoUb237bLLLqtxUvJu3bohJSVFH9PZuu+++064LiEhQb/scrlQWFiIvn37AgA2btx40q+Rnp6OgQMHoqioCOXl5QCAtLQ0AMCCBQsaZCLF7/dj8eLFuP7662s8l2natClGjhyJ1atX62PR3HPPPTWexA4cOBB+vx8HDx4M+/giKZofj2IJO4jHBnJgB/FCNbDZbFBVlXuiR5Db7eYSzKcg1SR6Tk4Otm/fjiFDhuDzzz8PeZvS0tKo/8Mx1vl8PixevLjGXuecRI+sUA1OJXgpF77qGB5n0oHCiw3kwA7iRXMDh8OBpKQkad5qr6N9Oi688EK89957KCoqwq+//oonn3wSFRUVuPnmm/HHH3/UuG3to8K0PY9btmwZ8vqSkhIA0P9O7ty58wnf/5xzztE/frLbnXvuuSgsLERVVVW9tivUEWyNGjXSx3S22rZte8J1xcXFeOihh5CdnY2EhAQ0btxYv11ZWVmdY1RVFWVlZfqkuTbG4cOHo3///rjrrruQnZ2NW2+9FZ9//nnYJtQLCgrgcDjq/HkHAgEcPnw45Jg1jRo1qjHmaBXNj0exhB3EYwM5sIN4oRpwOReSkVST6ED1eoVNmjTBiBEj8I9//EP0cChMtHXsfT6f4JFQXbgeOhERUWRYLBZcdNFFmDp1Kt588014vV7Mmzevxm3qOgdQXdef6R7y4dDQYwre61xzyy234J133sF9992HL7/8EosXL9ZPZhpq4vtUY0xISMBPP/2EH3/8Ebfffjt+//13DB8+HJdffrmwJ+8ytiYiIooEm80Gv9+v741OJAPp1kTv0qULXn/9dVx77bWYPHkydu/ejffeey/kWpEkJ5PJhKFDh3I5F4FCNTgVbY80TqKHz5l0oPBiAzmwg3jR3MBut6OyslL0MHR2u/2MP1dRFKSmptY44uvCCy8EAP28JGerdevWAKrXVL/kkktqfGzXrl36x4NvV9vOnTuRmZmJxMREfdwyKSkpwdKlS/H3v/8dzz77rH79nj17Tvm5oRpoDAYDLr30Ulx66aWYMWMGpk6diqeffhrLly/HZZddVufXq4/GjRvDbrfX+fM2GAwnHGUQq6L58SiWsIN4bCAHdhAvVANtT3RVVTmPRNKQbk90oPqPzBUrVuDmm2/Ghx9+iMsuuyzqD1uMJz6fD99++22NQ3G4J3pkhWpwKtwTPfzOpAOFFxvIgR3Ei+YGiqIgMTFRmrcznVBevnw5AoEASktLa+xJrK09HmqZjzNx4YUXIisrC2+99VaNdS2/++477NixA1dffTWA6rW4e/TogQ8++AClpaX67bZt24bFixfjqquu0q/TJtODbyeS9ndl7T2yX3311VN+rqqqJzQAqpeHqa1Hjx4AcNL1Qev7szEajRg6dCgWLFiAnJwc/fr8/Hx8/PHHGDBgAFJSUk45/lgQzY9HsYQdxGMDObCDeKEaaJPowMl/DxNFknR7omusVis+++wzdOjQAdOmTUOfPn3w7bffih4W1YOiKEhJSanxJNNkqv6vxkn0yAjV4FQ4iR5+Z9KBwosN5MAO4rGBeA8++CAcDgeuuuoqnH/++fD5fFizZg0+++wztGnTBmPHjg3L9zGbzXjppZcwduxYDBo0CCNGjEB+fj5mzZqFNm3a4OGHH9Zv+8orr+DKK69Ev379cOedd8LpdOL1119HamoqpkyZot/uggsuAAA8/fTTuPXWW2E2m3HNNdfoE8iRlpKSgosvvhgvv/wyvF4vmjdvjsWLF+PAgQP1+vxQy6Q899xz+Omnn3D11VejdevWOH78ON544w20aNECAwYMqPNraT+bBx98EMOGDYPRaMStt94a8rb/+Mc/sGTJEgwYMADjx4+HyWTC22+/DbfbjZdffrleY48FfDySAzuIxwZyYAfxQjWwWq2cRCfpSDuJrnnhhRfQqVMn3HvvvfjTn/6kH/JK8jIajRg0aFCNJXg4iR5ZoRqcCifRw+9MOlB4sYEc2EE8NhDvlVdewbx587B06VJ88MEH8Hg8aNWqFcaPH49JkybpJ7oMhzFjxsBut+PFF1/E448/jsTERNxwww146aWXanyfyy67DN9//z0mT56MZ599FmazGYMGDcJLL71U42SeF110EZ5//nm89dZb+P777xEIBHDgwAFhk+gA8PHHH+OBBx7Av//9b6iqiqFDh+K7775Ds2bNTvp5iqIgOTn5hMmSa6+9Fjk5OZg9ezYKCwuRmZmJQYMG4e9//7t+8tZQbrzxRjzwwAP49NNP8eGHH0JV1Ton0bt27YpVq1bhySefxLRp0xAIBNCnTx98+OGH6NOnz+n/EKIUH4/kwA7isYEc2EG8UA2MRqP+u5qT6CQLRZXozDQGgwFTpkypsbah5qeffsKNN96I4uJiKIoi/dl5y8vLkZqairKysrg5NBOoPkTW6XTijTfewIQJE2Cz2QAAjzzyCA4ePIimTZvi9ddfFzzK2FZXg1N9TlJSEhwOB3bv3o2OHTtGYKSx7Uw6UHixgRzYQbxoaeByuXDgwAG0bdtW2jGeDe3EWAUFBcjKytLPF0OREw8NZL8fRcvjUaxjB/HYQA7sIN7JGvTs2RPt27fHjTfeiJEjRwocZewLPoGrwWCIuyMz6juHK9We6JMnT8bgwYNDfuziiy/GunXr8OCDD8LpdEZ2YFRviqLAbDajQ4cONQ6V1fZEl/3Fj1hQV4OTKS4uhsPhAIC4OalVQzuTDhRebCAHdhCPDeSgKAoURYHVahU9lLjFBuLx8UgO7CAeG8iBHcQ7WQPtfe6J3vAUReF9oB6k2hM9lsTrnuh1efrpp7Fr1y6kp6fjP//5j+jhUC0bN27EBRdcgOzsbOTl5YkeDhERxSHZ96Aliga8HxERUazo27cvWrRogcsvvxz33nuv6OFQDKvvHG7sHcNIQqmqioqKCrz00ks1jhjQ1rbSDg+hhlNXg5M5ePAgAKB169YNObS4ciYdKLzYQA7sIB4byEFVVfj9fuTm5vLvIUHYQDw+HsmBHcRjAzmwg3gna6DtGe31ekUMLa6oqgq32w232w3ua103ocu5PPfcc1AUBffffz/S09Px3HPP1evzFEXBM88808CjozPl8/nQt29ffQkX4H+T6FzOJTJCNTgZTqI3jNPtQOHHBnJgB/HYQA7aOUhIHDYQj49HcmAH8dhADuwgXl0NtHkkTqJHhrZsjsViETwSeQl9lJgyZQoURcHw4cORnp6OKVOm1OvzOIkuN6PRiJ49e9Z4ANQuc6+fyAjV4GQOHToEAGjVqlVDDivunG4HCj82kAM7iMcGclAUBXa7Pe5O1iQTNhCPj0dyYAfx2EAO7CBeXQ209zmJTrIQupzL8uXLsWzZMn3ibvny5fV6W7Zsmchh0yl4vV7Mnj0bLpdLv457okdWqAYnwz3RG8bpdqDwYwM5sIN4bCAHVVVRWFjIw2QFYgPx+HgkB3YQjw3kwA7i1dWAk+gkG6EvtQ0aNOik71N0MhgMJxyKox0Owj3RIyNUg5PhJHrDON0OFH5sIAd2EI8N5JGYmCh6CHGPDcTi45Ec2EE8NpADO4hXVwNtZ0yfzydiWEQnkOrEonPnzsXvv/9+0tts27YNc+fOjdCI6EwYjUZ06dIl5Jro3OsnMkI1OBltORdOoofX6Xag8GMDObCDeGwgB0VRkJCQwKVEBGID8fh4JAd2EI8N5MAO4tXVQNsZk5PoJAupJtHHjBmDr7/++qS3WbBgAcaOHRuZAdEZ8Xq9ePPNN2scisM90SMrVIO6OBwOFBQUAOCa6OF2Oh2oYbCBHNhBPDaQg6qqOH78OHcqEIgNxOPjkRzYQTw2kAM7iFdXA+6JTrKRahK9Pvx+PwyGqBt2XDEajRg6dKj+gAf8bxKdT1giI1SDumh7oScnJyMtLa2BRxZfTqcDNQw2kAM7iMcG8khNTeVe0IKxgVh8PJIDO4jHBnJgB/HqaqDNI/HceiSLqJuN3rRpE9LT00UPg04iKSkJ559/PoxGo34dJ9EjK1SDugQv5cInlOF1Oh2oYbCBHNhBPDaQg9FoREJCguhhxDU2EI+PR3JgB/HYQA7sIF5dDaxWKwBOokeK3W6H3W4XPQypCZ9Ev+SSS/Q3AJgzZ06N67S3QYMGoX379vjmm2/025J8FEWB1+vFXXfdFXI5F06iN7y6GtSFJxVtGKfbgcKPDeTADuKxgRwURYGqqsjJyeHfQ4KwgXh8PJIDO4jHBnJgB/FO1oB7okeOoigwmUwwmUzcufL/Y+++45usFj+Of58kTdIWOth7eRUHgoCC4MCBIhdRpELFwdDrQL0OlOtCcILXvRBcIAgqAteJLBl6lSEyFEG4yCoFSqG7TZp5fn/wex5b2rRpTXJOku/79erLkKTpefIxaXry5Dw1kH7khNWrVxunNU3Dvn37sG/fvirXM5lMaNSoEYYNG4ZXX301YuOjurNarXj44YeNJzzgz3cQKTKqaxDI3r17AXA99HCoSwcKDzZQAzvIxwZq0DQNLVq0+Mt/nKxevRoXX3wxVq1ahYsuugjA8WMLrV69utrX0fSnUDWg+uPzkRrYQT42UAM7yBeoASfRSTXS90T3+/3GlxACTzzxRKXz9C+v14vc3Fx88sknaN68uexhUwBCCPh8PnTq1KnS2vX6JDr3+gm/QA0C2blzJwCgc+fO4R5aXKlrBwo9NlADO8jHBmqYOXMmTCYTkpKSYDKZoGma8fXwww9HbBwXXXRRpZ+dmJiIrl274tVXXw3rAeAnT56Mzz//PCy3vWbNGjzxxBMoLCys8XpCCAghuHOHRHw+UgM7yMcGamAH+WpqoP++DufrEzpOCAG32w232815uxoo9SyxatUqjBo1SvYw6C8qKirCU089BYfDYZzHP1Yiq7oGgezYsQMAcOqpp4Z7WHGnLh0oPNhADewgHxuo48EHH8SsWbPw4YcfGl/XXXddRMfQpk0b42dPmTIFdrsd999/Px5//PGw/cxwT6I/+eSTtU6iA8f3Zjt8+DD/IJeIz0dqYAf52EAN7CBfoAZ2ux0AJ9Ejpby8nMsa1UL6ci4V9evXzzhdWlqK//3vfygrK8MFF1wgcVRUV1arFWPGjDGe8ABOokdadQ2q4/V6sWvXLgCcRA+HYDtQ+LCBGthBPjZQx5AhQ9C3b1+py4mkpqbixhtvNP59xx134NRTT8Ubb7yBp556KmoOrlZWVobk5OQ6fY+maWjcuDH3OJSIz0dqYAf52EAN7CBfoAacRCfVKPfqcd++fbj66quRnp6Oc845BxdffLFx2Y8//ojTTz+90jrqpB5N09C0adNKf5zoT35cfzIyqmtQnb1798Lj8SAxMRFt27aN0OjiR7AdKHzYQA3sIB8bqMNiCbwPi6ZpeOKJJ6qc36FDB4wePTpsY7Lb7TjnnHNQUlKC3NzcSpfNmTMHPXv2RGJiIho1aoTrrrsOBw4cqHSdXbt2ISMjAy1atIDdbkebNm1w3XXXoaioCMDx7SorK8OsWbOMZWT07dm/fz/uvPNOdO7cGYmJiWjcuDGGDRtWZW33Dz74AJqm4bvvvsOdd96JZs2aoU2bNnjiiScwfvx4AEDHjh2N29e/f/ny5Tj//PORlpaGhg0b4owzzqj2PqbI4fORGthBPjZQAzvIF6iBPo+kL8dGJJtSzxJZWVk499xz8c033+Dqq69Gnz59Kj1QevfujWPHjuHjjz+WOEqqjcvlwtNPP13pozh8VzeyqmtQnV9//RUAcNppp/FFQxgE24HChw3UwA7ysYE69uzZg9zcXBw7dsz4UsG+ffugaRrS0tKM85599lmMHDkSJ598Ml5++WXcd999WLFiBS688EJj6RS3240BAwZg3bp1+Oc//4mpU6fitttuw549e4zrfPjhh7DZbLjggguMZWRuv/12AMCGDRuwZs0aXHfddXj99ddxxx13YMWKFbjooouq/f/1zjvvxPbt2zFx4kQ8/PDDGDp0KEaMGAEAeOWVV4zbb9q0KbZt24Yrr7wSLpcLTz31FF588UVceeWVWL16Nfdqk4jPR2pgB/nYQA3sIF+gBhX3ROfvbVKBUsu5TJo0CQUFBfjuu+/Qt29fPPnkk1i7dq1xucViwQUXXIAff/yxzrc9depUvPDCC8jJyUG3bt3wxhtvoFevXrV+3yeffIIRI0bg6quvDts6jrHGZrPh3nvvRWJionFexUl0j8eDhIQEGUOLG9U1qM5PP/0EADjnnHMiMay4E2wHCh82UAM7yBfNDYQQ8Hg8sodhSEhI+EufrLv++uurnBfpvat8Pp8xeZ+Xl4f3338fP//8MwYNGmT8P7J//35MmjQJzzzzDB599FHje4cOHYru3bvjrbfewqOPPort27dj7969mD9/Pq699lrjehMnTjRO33jjjbjjjjvQqVOnSsvIAMCgQYMqfR8ADB48GH369MHChQtx0003VbqsUaNGWLFiRaUlZ3r06IGPP/4YQ4YMQYcOHYzzly9fDrfbjcWLF6NJkyYQQsDv98Pn83HnAYmi+fkolrCDfGygBnaQL1AD/d/6wUejZbk5il1KTaIvXboU11xzDfr27RvwOu3bt8fKlSvrdLvz5s3DuHHjMH36dPTu3RuvvvoqBgwYgJ07d6JZs2YBv2/fvn148MEHuSZ7PZy4BnrFSfTy8nJOokdAMOvQcxI9/Hg8APnYQA3sIF+0NvB4PHj55ZdlD8Mwbtw4WK3Wen//66+/jlNPPVXqEnc7duxA06ZNK5131VVX4f333zf+/Z///Ad+vx/Dhw+vtLd8ixYtcPLJJ2PVqlV49NFHkZqaCuD46/i///3vSEpKqtNYKv7B7PF4UFxcjL/97W9IS0vDpk2bqkyi33rrrUH/Ea3vVf/FF19gzJgxxn3O5QXli9bno1jDDvKxgRrYQb7qGlTcE93n80V6SERVKLULRn5+fqW9R6ojhIDL5arT7b788su49dZbMWbMGJx++umYPn06kpKSMGPGjIDf4/P5cMMNN+DJJ59Ep06d6vTz4p3L5cLzzz8Pp9NpnFdxEr3i+RQe1TU4kdfrxcaNGwEgqE9lUN0F04HCiw3UwA7ysYE6OnbsiEsuuQT9+/c3viKtQ4cOWL58OZYuXYq33noLrVu3xtGjRyu9Xtu1axeEEDj55JPRtGnTSl+///67sXZ6x44dMW7cOLz33nto0qQJBgwYgKlTpxrrodfG6XRi4sSJaNu2LWw2G5o0aYKmTZuisLCw2tvo2LFj0NuZmZmJ8847D//4xz/QvHlzjBgxAvPmzcOhQ4f4sXCJ+HykBnaQjw3UwA7yBWrASXRSjVJ7ojdv3hy7du2q8Tpbt25Fu3btgr5Nt9uNjRs34pFHHjHOM5lM6N+/f6WlYk701FNPoVmzZrjlllvw3//+N+ifR8f3+nn88ccr7VlU8XR5ebmMYcWV6hqc6Oeff0ZJSQnS0tJw+umnR3B08SOYDhRebKAGdpAvmhskJCRg3Lhxsodh+KufpqvPwctC/YdjcnJypcn78847Dz169MCjjz6K119/HcDxP1g1TcPixYur3fO7QYMGxumXXnoJo0ePxhdffIFly5bhnnvuwZQpU7Bu3Tq0adOmxrH885//xMyZM3HfffehT58+SE1NhaZpuO6666qd6K7L/8OJiYn4/vvvsWrVKixatAhLlizBvHnzcPHFF2PZsmVB3w6FVjQ/H8USdpCPDdTADvIFapCYmAi/328s50LhVddPE8YjpfZEv+yyy/D1118bBzs80X//+1+sXLkSf//734O+zWPHjsHn86F58+aVzm/evDlycnKq/Z4ffvgB77//Pt59992gf47L5UJxcXGlL+D4JL7+34qn9bU9XS6Xcbq8vBxer7fa0/oThtPpNE47HA7jjwuHw2EcsfjE08DxP4T00z6fz3iHz+fzGZPaXq+32tMej8fY+9/j8dS4TZqmwefzoaysDJqmGdtR8Y/F8vLyqNqmaOukaRqEECgtLYWmaQG3acmSJQCASy+9FB6PR+ltisZOPp8PXq8Xbre70vnRvE3R1kkIYYzB7/fHxDZFYyen0wmz2QyXywWn0xkT2xRtnfTfDW63u9L2qbpNFQ8epf/XarXCYrEgISGhxtNms7nK6YSEhCqnrVZrldMWiyWo05qmVRljMKf1dc9rOp2eno7CwsJK5zudThw+fNi4v/U2AIzTFf+w1E/r63+feLoi/fyuXbvihhtuwNtvv42srCz4/X506tQJQgi0b9/e2HP+kksuMU736tWr0vZ16dIFEyZMwOrVq/H999/j4MGDmDZtmjHWikuo6NsBAAsWLMDIkSPx4osv4pprrkH//v1x3nnnGQclPXH7gt2mite99NJL8eKLL+K3337DM888g1WrVhnLQ/7VZvrpittUsdOJp0/cpkCdAp0O5v+3iscRUO15z+VywWKxwOFwVHpe4HN5ZLdJ0zRomoaioiLj77do36Zo6wQAZrO50nNdtG9TNHbSNA0ejwdOpxOapsXENkVbJ03T4PV6jeemittkMpmM329lZWVRs03R2Mnj8cDv98NiscDj8cTENtW1UzCUmkSfMGECEhMTceGFF+LZZ5/FH3/8AQBYvHgxHn/8cVxxxRVo0qQJxo8fH7YxlJSU4KabbsK7776LJk2aBP19U6ZMQWpqqvHVtm1bADCWjJk9ezZmz54NAJg+fTrmz58PAHjllVewaNEiAMDkyZONF/QTJkzAunXrABxfe/OXX34BAIwdO9bYW3/06NHIzs4GcPzjqnl5eXA6ncjMzITT6UReXh4yMzMBANnZ2Rg9ejSA4x/PHTt2LADgl19+MfbuWrduHSZMmAAAWLlyJSZPngwAWLRoEV555RUAwPz58zF9+vQat+n555/HVVddBafTWWmb9AePy+WKum2Ktk5z587F5ZdfDqfTGXCb9PP69+8fFdsUjZ0efvhhjBkzBosXL46ZbYq2TiNHjsSYMWOwdevWmNmmaOyUnZ2NUaNGYdiwYTGzTdHWaf369RgzZgxuu+02Zbdp6dKlAI7vAKEv43H48GFjx4SDBw+itLQUAHDgwAHjhfb+/fuNF9H79u0zXizv2bMHXq8Xfr8fe/bsgd/vh9frxZ49ewAcfzG9b98+AMdfQO/fvx/A8Rf5Bw4cAACUlpbi4MGDAIDi4mJjMruoqAhHjhwBABQUFODo0aMAjh+kMy8vDwBw9OhRFBQUAACOHDli/DGwf//+gNvUsWNHfP/995W26bnnnjP+GKm4TQCqbJMQotZt8vl8xh8OFbfpjjvuMNafLygoQL9+/WA2m/HYY48Za6Lr2ySEwO+//46ioiIUFxfjwIEDlbapY8eOMJlMOHbsmNHJbrcb903FThXflNA7vfbaa8Y2V+yk/z9x4jZZLMc/XFtYWFhpm/bt21elU9euXY1tqa5TLPy/V1JSYjyeVHzeczqdGDJkCJ566ikAfC6XtU1bt25F37594XQ6Y2aboq1Tfn4+zjnnHOTn58fMNkVjp9tuuw3XXXcdnE5nzGxTtHV66qmnMGTIEDidzkrbNG3aNOMN68ceeyyqtikWO8X6NgVFKGbdunWiQ4cOQtM0YTKZKv23ffv2YsOGDXW6PZfLJcxms/jss88qnT9y5Ehx1VVXVbn+5s2bBQBhNpuNL03ThKZpwmw2iz/++KPan1NeXi6KioqMrwMHDggA4ujRo8Y4XC6Xcdrtdhvfp592Op3C4/FUe9rr9QohhHA4HMbpsrIy4fP5jNN+v1/4/f4qp4UQwufzGae9Xq9wOBzGaafTKYQQwuPxVHva7XaL8vJy43TF7Thxm/x+vygpKTHGUHE7hg4dKjIyMsRPP/0UVdsUbZ302ystLRV+v7/abSopKREJCQkCgPjjjz+U36Zo7OR2u0VxcbExvljYpmjr5PV6RVFRkXC5XMLj8cTENkVjp9LSUuNn6M9L0b5N0dbJ4XAIp9MpXC6XKCsrU3abiouLxfbt2yuNy+fzCb/fH/Rpr9db5bTf769yWghR5bT+M4M57fP56nz6/fffFwDEunXrAm7ftGnTBABxzTXXiLfeekvccccdomPHjqJJkyZi1KhRxnasXLlSABArV640tmPUqFGiffv2tW5Tv379xBlnnFHtNv39738XycnJIjc3V/h8PjFlyhQBQPTt21c8//zzYurUqWL8+PHi5JNPFs8//7zw+Xzis88+E61btxb33nuveOutt8Rrr70mzjnnHJGQkCB+/PFHY/sGDhwokpOTxUsvvSTmzp0r1q5dK4QQ4qabbhJms1ncc889Ytq0aWL06NGiTZs2onHjxmLUqFHG9s2cOVMAEOvXr68y9vXr1wsA4u9//7uYNWuWmDt3rigtLRX33HOP6N69u5gwYYJ4++23xTPPPCNat24t2rRpI/Lz82ttFo3/7zmdTrFt2zZRXFwshFDvec/hcAiXyyUcDodxHT6XR36b9L/TiouLjf8fo32boq2Tz+cTLpdLFBUVGc8l0b5N0djJ7/eL4uJi4XQ6jfFG+zZFWye9gcPhqDKH9NNPP4lBgwaJ6667Tuzfvz9qtikaO5WXlxt/t1Xcjmjeprp0KioqEgBEUVGRqIlyk+hCHL8z/vOf/4iHHnpI3HrrreKBBx4Qn376qbHxddWrVy9x9913G//2+XyidevWYsqUKVWu63Q6xdatWyt9XX311eKSSy4RW7duDXoMwQaINX6/XxQWFoo//vjDeODo9En0//73v5JGFx9qaqBbtGiRACA6duwY4dHFj2A6UHixgRrYQb5oaeB0OsX27duNF8SxZsaMGQKA+OGHH4zJ1hP5fD7x0EMPiSZNmoikpCQxYMAA8ccff4j27duLUaNGGddbtWqVACBWrVplnKdPotem4iT6iVavXi0AiEmTJhnnLVy4UJx//vkiOTlZJCcni1NPPVXcddddYufOnUIIIfbs2SNuvvlmcdJJJwm73S4aNWokLr74YvHtt99Wuu0dO3aICy+8UCQmJgoAxvYUFBSIMWPGiCZNmogGDRqIAQMGiB07dlTZZn0SPdAONU8//bRo3bq1MJlMAoDYu3evWLFihbj66qtFq1athNVqFa1atRLXXXed2Lp1a8AG0U71x1G0PB/FOnaQjw3UwA7y1dRg586dYuDAgWL48OHi4MGDkkYYH/x+v7FTcKy+RqpJsHO4mhD/v3hfDJs3bx5GjRqFt99+G7169cKrr76KTz/9FDt27EDz5s0xcuRItG7dGlOmTKn2+0ePHo3CwkJ8/vnnQf/M4uJipKamoqioCCkpKSHaEvUJIXDs2DG89tpreOSRR5CcnGxclpGRAU3TMHbsWFx66aUSRxnbamqge+SRR/Dcc8/hlltuwXvvvSdhlLEvmA4UXmygBnaQL1oalJeXY+/evejYsSPsdrvs4YScEAJerxe5ublo0aJFtQfrpPCKhwaqP46i5fko1rGDfGygBnaQr6YG+/fvx+23346UlBS89NJLxrLJFHpCCJSUlAAAGjZsWOlYNvEg2DlcSwTHJE1mZiaOHj2KiRMnIicnB2eddRaWLFliHGw0Kyur0oEv6a+x2Wz417/+VeXIvvqDUF/wn8InUAPd5s2bAQDnnHNOJIcVd2rrQOHHBmpgB/nYQA0mkwktWrTg606J2EA+Ph+pgR3kYwM1sIN8gRrY7XbjuCn6sVKIZFJuEt3tduPzzz/Hhg0bUFhYWO0DRdM0vP/++3W63bvvvht33313tZetXr26xu/94IMP6vSz4p3f78ehQ4dwyimnGAd6qoiT6OFXUwMhhDGJ3r17dxnDixu1PRYo/NhADewgHxuoQQgBj8ej5B7C8YIN5OPzkRrYQT42UAM7yBeogT6JDsA4kDeRTErtgrF//3506dIFI0aMwEsvvYT3338fH3zwQbVfpC6v14sFCxbA7XZXOl/fE/3E8yn0AjUAgMOHDyM3NxcmkwlnnnmmhNHFj5o6UGSwgRrYQT42UIMQAgUFBcYfhBR5bCAfn4/UwA7ysYEa2EG+QA04iU6qUWpN9KFDh+Lzzz/HTTfdhJtvvhlt2rQJ+E5g+/btIzy6uonnNdEDraM0fPhw+P1+XH311bjppptkDTHm1baW1bfffovLLrsMnTt3xo4dO2QMMS7E+5piKmADNbCDfNHSQPW1nP8qIYTxh6DJZFK2QyyLhwaqP46i5fko1rGDfGygBnaQr6YGQghcfPHFaNKkCR544AH06dNH1jBjXrw/FoKdw1VqT/SVK1fi0ksvxaxZs9CvXz+cdNJJaN++fbVfpC6/34/du3dXWYpHX3uS7/CGX6AGwPFPfABAp06dIj2suFNTB4oMNlADO8jHBmoQQnBZO8nYQD4+H6mBHeRjAzWwg3yBGmiaxmPrkVKUmkT3+/1cozkGWCwWzJ07Fx6Pp9L5XM4lcgI1AIB9+/YBUP/THLGgpg4UGWygBnaQjw3UoGka8vLyoNAHQeMOG8jH5yM1sIN8bKAGdpCvpgb6zphcziX8EhMTkZiYKHsYSlNqOZfLLrsMdrsdX331leyh/GXxupxLTW644Qa4XC5ceOGFuOeee2QPJ27ddNNNmDNnDp577jk89NBDsodDREQE4M9lKDp06MAX8ET15HQ6sW/fPmWXcyEiIqqL/v37Iy0tDTfeeCOGDBkiezgUo6JyOZfnnnsOK1euxIIFC2QPhf4Cr9eLH374AV6vt9L5+juIfIc3/AI1AP5czoV7oodfTR0oMthADewgXzQ0SEhIgKZpKCsrkz2UsNHXm1RoH5a4E+sNHA4HgOOPJ1VFw/NRPGAH+dhADewgX00NzGYzAC7nQmqo/qidkixatAgXX3wxMjMz0a9fP/To0aPadwA0TcPjjz8uYYRUGyEEysvLsXTpUvTs2bPSgWE5iR4ZNTUAuJxLpNTWgcKPDdTADvJFSwOz2YzU1FQcPXoULpcLKSkpsFgsMXNgI/2glvn5+TCbzcbrIoqcWG4ghIDD4UBubi7S0tKMSQfVRMvzUaxjB/nYQA3sIF9tDfTf1ZxEDy8hhPEmRiy9/g41pZZzCfaFrKZpyh/0IV6Xc6npiL4333wziouL0bVrV0ycOFHWEGNeTQ38fj+sVit8Ph+ys7PRunVrWcOMefF+dGsVsIEa2EG+aGoghEBRURFyc3OVf61XH36/H0Dwr3kp9GK9QVpaGlq0aKHs4zyano9iGTvIxwZqYAf5amtw5ZVXwm63Y8CAAbj11ltlDDEuxPtjIdg5XKXeZlu1apXsIVAI+Hw+/Prrr+jbt2+lj5Lqe8TwY1LhF6hBfn6+MSnRtGlTWcOLG4E6UOSwgRrYQb5oaaBpGtLS0pCamgqfzxdTrxmEECguLsbOnTvRvXt3pTvEqlhvkJCQoOwe6BVFy/NRrGMH+dhADewgX00N9N9rbrdbxtCIKlFqEr1fv36yh0Ah4Pf7sX37dvTq1avSEyCXc4mcQA1yc3MBAOnp6bBarbKGFzcCdaDIYQM1sIN80dZA0zRYLJaY+li1vtzGtm3bcM455/CgjxKwgRqi7fkoVrGDfGygBnaQr6YG+mtBziORCpRaziWWcDmXqh8Bueuuu3DkyBF07NgRL7zwgqwhxryaGnz33Xe46KKLcMopp2Dnzp2yhhgX4v3jUCpgAzWwg3xsoAZ2kI8N5GMDNbCDfGygBnaQr7YGw4cPh9/vR69evfCvf/1LxhDjQrw/FoKdw1VqMcDvv/++1q8ffvgBv/76q3HkeVKPz+fDunXrqrxTqH8MJxbXOFVNoAZHjx4FADRr1kzGsOJOoA4UOWygBnaQjw3UwA7ysYF8bKAGdpCPDdTADvLV1EDfE53LuZAKlPqM7EUXXRT0ux0mkwmXXXYZXnjhBZxxxhlhHhnVhd/vR3Z2tnHgJp3+5BdL65uqKlADfTkXroceGYE6UOSwgRrYQT42UAM7yMcG8rGBGthBPjZQAzvIV1MDi8UCt9vNNzlICUpNok+cOBE//fQTlixZgs6dO6Nv375o3rw5jhw5grVr12LHjh0YOHAgTjrpJGzatAlLlizB2rVrsX79epxyyimyh0//LyEhAddeey1sNlul87kneuQEasA90SMrUAeKHDZQAzvIxwZqYAf52EA+NlADO8jHBmpgB/lqaqCvkc5JdFKBUsu5XHrppVi5ciVmzJiB33//He+//z4mT56M999/H9u3b8fMmTOxatUqDB8+HD/88ANmz56NoqIiPPPMM7KHThVYLBYsXbq0ypMc90SPnEANuCd6ZAXqQJHDBmpgB/nYQA3sIB8byMcGamAH+dhADewgX00N9El0ziOFn91u50HXa6HUJPrjjz+OwYMHY/To0dVePmrUKAwaNAgTJkwAANx444246KKLsHLlygiOkmqiaRosFgsOHz5c5TL9yY8fkwqvmhpwT/TIqakDRQYbqIEd5GMDNbCDfGwgHxuogR3kYwM1sIN8tTXgJHpkaJoGq9UKq9UadwcVrQtNCCFkD0LXsGFD3HvvvTXuWT5hwgS89tprxlFjx40bh6lTp8LlckVqmEEJ9siu8eTpp5/GL7/8gpSUFMyYMUP2cOLSJZdcglWrVmHu3Lm4/vrrZQ+HiIiIiIiIiKha48aNQ1ZWFlq1aoXXX39d9nAoRgU7h6vUnuhWqxVbtmyp8TqbN2823okCjq+vnZycHOaRUbCEEHA4HJg1a1aVNzb0blwTPbxqalBUVAQASEtLkzCy+FJTB4oMNlADO8jHBmpgB/nYQD42UAM7yMcGamAH+WprYLVaAXBP9HATQsDr9cLr9UKhfa2Vo9Qkev/+/bF48WL8+9//rrIWksfjwQsvvIAlS5bg8ssvN87fvn072rVrF+mhUg3Ky8urfWODy7lETqAG+iR6ampqpIcUlwJ1oMhhAzWwg3xsoAZ2kI8N5GMDNbCDfGygBnaQr6YG+iQ6d8YMP4fDAYfDIXsYSlNqOZf9+/ejT58+OHLkCJo1a4azzz4bzZo1Q25uLjZu3Gicv27dOrRv3x45OTno0qULxo4di6efflr28CuJ1+VchBDGUjsNGzastJbS66+/ju+//x42mw1z586VNcSYV1ODpk2b4tixY9i6dSu6dOkia4hxoaYOFBlsoAZ2kI8N1MAO8rGBfGygBnaQjw3UwA7y1dbgmWeewZYtW5CWlob33ntPxhDjQrw/FqJyOZf27dvj559/xvXXX4/CwkIsWrQIM2fOxKJFi1BQUIDrr78eGzZsQPv27QEALVq0wLFjx5SbQI93Xq8XX331Fdxud6XzuSd65FTXQAiBwsJCAFzOJVICPRYocthADewgHxuogR3kYwP52EAN7CAfG6iBHeSrqYHNZgPAPdFJDRbZAzhRq1at8OGHH+L999/Hzp07UVxcjJSUFHTu3Nn4GAepTdM0pKSkVHnnSu+n0IcfYlZ1DZxOp7GOGJdziYxAjwWKHDZQAzvIxwZqYAf52EA+NlADO8jHBmpgB/lqaqBPonNnTFKBcpPoOqvVijPPPFP2MKgezGYz+vXrV+kAsMCfk+h88gu/6hro66GbTCY0aNBA1tDiSqDHAkUOG6iBHeRjAzWwg3xsIB8bqIEd5GMDNbCDfDU14CQ6qUSp5VwoNng8HixYsKDKkZW5J3rkVNdAn0Tnu+yRE+ixQJHDBmpgB/nYQA3sIB8byMcGamAH+dhADewgX00N7HY7AE6ikxqU2xO9pKQEb775Jr799lscOnSo2geRpmnYvXu3hNFRMEwmE9q0aQOTqfJ7NJxEj5zqGuiT6FzKJXICPRYocthADewgHxuogR3kYwP52EAN7CAfG6iBHeSrqQEn0UklmlBoRvPo0aPo27cvdu/ejZSUFOPoqG63G06nE8DxNdMTEhKwd+9eyaOtWbBHdo01Qgh4PB4Axw8kWnGP52+++QYzZswAACxYsEDK+OJBoAZLly7FFVdcgW7dumHLli0SRxgfanosUGSwgRrYQT42UAM7yMcG8rGBGthBPjZQAzvIV1uDzz//HHPmzIHFYsEnn3wiY4hxId4fC8HO4Sr1VtsTTzyB3bt3Y/bs2SgoKAAA3H///SgrK8P69evRq1cvdOjQAdu2bZM8UgpE0zT4/X4888wzVT5FoK9lpdD7NjEpUAPuiR5ZNT0WKDLYQA3sIB8bqIEd5GMD+dhADewgHxuogR3kq62Bvic655HCS9M0WK1WWK3WuJtArwulJtG/+eYbXHrppbjxxhurRDvnnHOwePFi7Nu3D08++aSkEVIwLBYLzj//fFgslVcL0ifRKfyqa8BJ9MgL9FigyGEDNbCDfGygBnaQjw3kYwM1sIN8bKAGdpCvpgaJiYkSRkRUPaUm0Q8fPozu3bsb/zabzcYyLgCQnp6OgQMH4tNPP5UxPAqC/u7gJZdcArPZXOkyTqJHRqAGnESPrJoeCxQZbKAGdpCPDdTADvKxgXxsoAZ2kI8N1MAO8tXWQJ9E557o4SWEgNfrhdfr5X1dA6Um0VNTU401eIDjk+bZ2dmVrpOSkoIjR45EemhUB0VFRXjzzTdRXl5e6Xz9YzgUftU10CfR09LSJI0q/gR6LFDksIEa2EE+NlADO8jHBvKxgRrYQT42UAM7yFdTg6SkJAkjik8OhwMOh0P2MJSm1CR6p06dsG/fPuPf3bt3x/Lly5GXlwcAcDqd+Oqrr9CuXTtJI6RgmEwmnHvuuQGXc+H6SuFXXYPCwkIA3BM9kgI9Fihy2EAN7CAfG6iBHeRjA/nYQA3sIB8bqIEd5KupgT6JLoSA3++P9NCIKlFqEv3yyy/HihUrjHc+br/9duTm5qJbt24YNmwYunTpgt27d2P06NFyB0o1MpvNOP3006s8AVbcE93r9UZ6WHGlugZcziXyAj0WKHLYQA3sIB8bqIEd5GMD+dhADewgHxuogR3kq6lBxeVc3G53pIdGVIlSk+h33HEH3n33XWMSfejQoXjhhRdQVlaGhQsXIicnB+PGjcP48eMlj5Rq4vF4MG3atBqXc+GRr8OrugacRI+8QI8Fihw2UAM7yMcGamAH+dhAPjZQAzvIxwZqYAf5ampQcTkXLjVCsin1VlvLli2RmZlZ6bwHHngA9913H44dO4ZmzZpxKZAoYDabcfnllyMhIaHS+RWPqlxeXo7k5ORIDy1uVNeAa6JHXqDHAkUOG6iBHeRjAzWwg3xsIB8bqIEd5GMDNbCDfDU1OHESvVGjRpEcGlElSu2JHojZbEbz5s05gR4lTCYTTjrppCpHVq64Jzrf5Q2v6hpwTfTIC/RYoMhhAzWwg3xsoAZ2kI8N5GMDNbCDfGygBnaQr6YGCQkJEEIAOH6cRCKZpE+id+rUqc5fJ510kuxhUw3cbjdeffXVKk9wFd9V5CR6eFXXgMu5RF6gxwJFDhuogR3kYwM1sIN8bCAfG6iBHeRjAzWwg3zBNuByLiSb9OVc9u3bB7PZzIM4xJDk5GQMGzYMVqs14HU4iR5e1TXgJHrkBfNYoPBiAzWwg3xsoAZ2kI8N5GMDNbCDfGygBnaQL9gGfKMjvGw2m+whKE8T+uciJDGZTDCbzejfvz9uvvlmDBkyJCbWoiouLkZqaiqKioqQkpIiezjKyMjIgKZpeOSRR9CzZ0/Zw4kbQggkJCTA5/Ph4MGDaNWqlewhERERERERERHV6NprrwUA3H333bjooovkDoZiUrBzuNKXc9m+fTvuvfdebNmyBddddx1atWqF+++/H1u3bpU9NKonh8OB4cOH1/hRG5fLFcERxZ8TG5SVlcHn8wHggUUjKZjHAoUXG6iBHeRjAzWwg3xsIB8bqIEd5GMDNbCDfLU10I+PyD3RSTbpe6LrfD4fvvrqK8yYMQNLliyBz+dD9+7dccstt+D666+PuiUo4nVPdCEEvF4vDh06hDZt2lQ5MIS+J/pdd92Fiy++WNIoY1t1DbKzs9G2bVtYLBa43W4epDcCanssUPixgRrYQT42UAM7yMcG8rGBGthBPjZQAzvIF0yD4cOHw+/344YbbsA111wjYZSxTwgBv98P4PiKIfE2ZxQ1e6LrzGYzhgwZgi+//BIHDhzA5MmTUVZWhrvuugutWrXCjTfeiKysLNnDpCA4nU6kp6fDZKr6v5f+QOSe6OF1YoOK66HH25OhTDU9Figy2EAN7CAfG6iBHeRjA/nYQA3sIB8bqIEd5KutgT6HwWPrhVdZWRnKyspkD0NpSj5LNG/eHA899BB+//13LF++HI0aNcLHH3+MLVu2yB4aBcHlcuHpp5/mci4SndiABxWVI5jHAoUXG6iBHeRjAzWwg3xsIB8bqIEd5GMDNbCDfLU10CfXOYlOsllkDyCQDRs2YMaMGfjkk09QVFSE1q1bo02bNrKHRUGw2Wy49957kZiYWOUyTdMghIDb7ZYwsvhxYgNOostR02OBIoMN1MAO8rGBGthBPjaQjw3UwA7ysYEa2EG+2hrok+jcGZNkU2oS/dixY/jwww8xc+ZMbNu2DRaLBYMHD8Ytt9yCAQMG8OM1UcRms1V7PifRI6dig+LiYgCcRJch0GOBIocN1MAO8rGBGthBPjaQjw3UwA7ysYEa2EG+mhpwEp1UIX1W2u/34+uvv8bQoUPRunVrPPDAAwCAl156CQcPHsSCBQswcOBATqBHEZfLheeff77aIyfra1lxEj28TmzAPdHlqOmxQJHBBmpgB/nYQA3sIB8byMcGamAH+dhADewgX20N9IONcjkXkk0TQgiZA2jVqhWOHDmC1NRUXHfddbj55ptx9tlnyxxSSAR7ZNdYI4RASUkJXC4XGjduXOXNjxEjRsDj8eCyyy7D7bffLmmUsa26Bi+88AL+9a9/4aabbsLs2bNlDzEu1PZYoPBjAzWwg3xsoAZ2kI8N5GMDNbCDfGygBnaQL5gG//jHP1BYWIiuXbti4sSJEkYZ+/QOANCwYUNjB9h4EewcrvTlXHJycpCQkIBu3bph3759QT0gNE3DokWLIjA6qq9AH7PhnuiRU7EB90SXhx85k48N1MAO8rGBGthBPjaQjw3UwA7ysYEa2EG+mhpYLJZar0MUCUq8zebxePDdd99hyZIlQX+Ruvx+Px5//PFqP4qjfwyHk+jhdWIDTqLLUdNjgSKDDdTADvKxgRrYQT42kI8N1MAO8rGBGthBvtoacBI9Mmw2G48PUAvpy7ns37+/Xt/Xvn37EI8ktOJ1OZfajB49GqWlpejRowceffRR2cOJG6NGjcLs2bPx/PPPY/z48bKHQ0RERERERERUq/vvvx8HDhxAq1at8Prrr8seDsWgqFnORfXJcKo7v9+P7OxstGnTpsp6VtwTPTJObKDvic43dCKrpscCRQYbqIEd5GMDNbCDfGwgHxuogR3kYwM1sIN8tTVISEgAwHkkko/PEBRSQgg4HA48+uijNS7n4vF4Ij20uFFdAy7nEnm1PRYo/NhADewgHxuogR3kYwP52EAN7CAfG6iBHeQLpoHVagXASfRwEkLA5/PB5/NB8oIlSpO+nEusitflXGo7ou9dd92FI0eOoGPHjnjhhRdkDDHmVdegR48e2Lx5M7755hsMHDhQ8gjjQ7wf3VoFbKAGdpCPDdTADvKxgXxsoAZ2kI8N1MAO8gXT4KmnnsKvv/6KxMREfPjhh5EeYlyI98dCsHO43BOdQk7/KI7P56tymX5ACK/XG+lhxZUTG3BPdDlqeixQZLCBGthBPjZQAzvIxwbysYEa2EE+NlADO8hXWwP9YJecRyLZOIlOIef1erFgwYJqP2qjT6JzOZfwOrFBcXExAE6iR1pNjwWKDDZQAzvIxwZqYAf52EA+NlADO8jHBmpgB/lqa6Av58J5JJKNy7mECZdzqf4jII888gh27dqFJk2aYPr06TKGGPNObAAcf+fW4/EgKysLbdu2lTm8uBHvH4dSARuogR3kYwM1sIN8bCAfG6iBHeRjAzWwg3zBNJg2bRpWrFgBn8+Hzz77LNJDjAvx/ljgci4nmDp1Kjp06AC73Y7evXvjp59+Cnjdd999FxdccAHS09ORnp6O/v3713h9qszv92P37t3VfhRHP6oyPyoVXhUblJeXG+/Yck/0yKrpsUCRwQZqYAf52EAN7CAfG8jHBmpgB/nYQA3sIF9tDex2OwDOI5F8cTGJPm/ePIwbNw6TJk3Cpk2b0K1bNwwYMAC5ubnVXn/16tUYMWIEVq1ahbVr16Jt27a4/PLLcfDgwQiPPDr5fD4sW7as2o/a6B/D4VpW4VWxgb4euqZpaNCggeSRxZeaHgsUGWygBnaQjw3UwA7ysYF8bKAGdpCPDdTADvLV1oCT6KSKuFjOpXfv3jjnnHPw5ptvAjj+Llfbtm3xz3/+Ew8//HCt3+/z+ZCeno4333wTI0eODOpncjmX6j8C8u9//xsbNmxAUlISZs+eLWOIMe/EBrt27ULnzp2RmpqKwsJCuYOLI/H+cSgVsIEa2EE+NlADO8jHBvKxgRrYQT42UAM7yBdMg88//xxz5sxBaWkplixZEukhxoV4fyxwOZf/53a7sXHjRvTv3984z2QyoX///li7dm1Qt+FwOODxeNCoUaNwDTOmmM1m/Pbbb9Xuba4fVTlU7yAWFRUhLy8vJLcVSyo20PdEj6c3c1RR02OBIoMN1MAO8rGBGthBPjaQjw3UwA7ysYEa2EG+2hokJiYCOD7RGwoej4cHkq2G1Wo1Vo+g6sX8JPqxY8fg8/nQvHnzSuc3b94cOTk5Qd3GQw89hFatWlWaiD+Ry+VCcXFxpS8AxgPT7XZXOq1/TMXlchmny8vLjSeNE0/rk85Op9M47XA44Pf7jdNCCAghqpwGju99r5/2+XxwOp3G6fLycgDHl1ip7rTH44HL5TJO17RNmqbB6/Vi/vz5xm1X3I6Ka6L/1W165513cPPNN+P222/HhAkTwrZN0dZJ0zT4/X6jwbFjxwAcXw89WrcpGjv5fD54PB785z//gcvlioltirZOQgi4XC785z//gdvtjoltisZOTqcTJpMJCxcuRElJSUxsU7R10m/vP//5D0pLS2Nim6Kxk9frhdlsxqeffmp8b7RvU7R18ng8MJvNmD9/vnE70b5N0dbJ5XLBbDZjwYIFKCsri4ltisZO+h6G8+bNM/4ui/ZtirZOwPGd++bNmwev1xsT2xSNnTRNg9vtxoIFC+Dz+WJim6Ktk6Zp8Hg8RoPqtik5OdkY31/dpm3btuGNN97AK6+8glWrVrHT/2+Hx+OByWSC3W43XjNF+zbVtVMwYn4S/a967rnn8Mknn+Czzz4z1mGqzpQpU5Cammp8tW3bFgAwY8YMAMDs2bON5UumT5+O+fPnAwBeeeUVLFq0CAAwefJkrFy5EgAwYcIErFu3DgAwbtw4/PLLLwCAsWPHYteuXQCA0aNHIzs7GwCQmZmJvLw8OJ1OZGZmwul0Ii8vD5mZmQCA7OxsjB49GgCwa9cujB07FgDwyy+/YNy4cQCAdevWYcKECQCAlStXYvLkyQCARYsW4ZVXXgEAzJ8/H9OnT69xm6ZNm4Z+/frBbrdX2aYjR44AOP5Rib+yTf/73/+wdOlS4wXgjh07MHz48LBtU7R1+uqrr9CxY0fY7XZ8+eWXAI5PokfzNkVjp2eeeQYvvvgi1qxZEzPbFG2d7rjjDrz44os4cOBAzGxTNHYqKyvD008/jVGjRsXMNkVbp507d+LFF1/E/fffHzPbFI2d7HY7UlJSsGbNmpjZpmjrZLfbccYZZ+DTTz+NmW2Ktk52ux1XXHEFXn755ZjZpmjsdODAARQVFcFut8fMNkVbJyEE9uzZAyFEzGxTNHa6//77cdttt8Fut8fMNkVbp5dffhlXXHEF7HZ7tduk74kOHJ9sre82bd26Fa+//jrcbjfKysowf/58/O9//2MnbhOCJmKcy+USZrNZfPbZZ5XOHzlypLjqqqtq/N4XXnhBpKamig0bNtT6c8rLy0VRUZHxdeDAAQFAHD161BiHy+UyTrvdbuP79NNOp1N4PJ5qT3u9XiGEEA6HwzhdVlYmfD6fcdrv9wu/31/ltBBC+Hw+47TX6xUOh8M47XQ6hRBCeDyeak+73W5RXl5unK64HSduk9/vF8XFxeKbb74Rbre7ynbMnj1bZGRkiGuvvfYvbdODDz4oMjIyxLBhw8TYsWNFRkaGyMjIEB6PJ+TbFG2d/H6/KC0tFYsWLRJut1u8/fbbAoD4+9//HrXbFI2d3G63KCoqEsuWLRMOhyMmtinaOnm9XlFQUCCWLVsmnE5nTGxTNHYqLS0V5eXlYunSpaKwsDAmtinaOjkcDuFwOMSyZctEUVFRTGxTNHbSL/v666+NnxXt2xRtnfQOixYtEqWlpTGxTdHWyeFwCJfLJRYvXiyKi4tjYpuisZPf7xcOh0N89dVXwu12x8Q2RVsnn88nysvLxZdffilcLldMbFM0dvL7/aKwsFAsXrxYuN3umNimaOvk9/tFUVGR0aC6bfr9999FRkaGuPzyy0VZWVm9t+m///2vePbZZ8WMGTPEsmXLxLPPPiumTZsmXC5X3HcqLy8XTqfTeG6KhW2qS6eioiIBQBQVFYmaxM2BRXv16oU33ngDwPF3rtq1a4e777474IFFn3/+eTz77LNYunQpzj333Dr/zHg+sGh+fj4+/fRTjB49utI7hgCwcOFCfPzxxwCABQsW1Otn+P1+DBs2DJqm4bLLLsOQIUNw5513QtM0DBs2zHgnK16d2ODtt9/G/fffjxEjRuCjjz6SPby4UdtjgcKPDdTADvKxgRrYQT42kI8N1MAO8rGBGthBvmAaZGVlYdy4cXA4HPjwww/RuHHjev2st99+GwUFBRg0aBA6d+6Mt956C+Xl5cjIyMDJJ5/8VzclqgkeWJQHFtWNGzcO7777LmbNmoXff/8dY8eORVlZGcaMGQMAGDlyJB555BHj+v/+97/x+OOPY8aMGejQoQNycnKQk5OD0tJSWZsQVRISEnDDDTdUu/xNKH4prV+/3nhAX3/99WjevDlatmwJAPjmm2/+8u3HgooNeGBReWp6LFBksIEa2EE+NlADO8jHBvKxgRrYQT42UAM7yFdbA5vNBk3TYDKZjHWz66qwsBAFBQUwmUw45ZRTYLVa0a1bNwDA5s2b6z12ii9xMYmemZmJF198ERMnTsRZZ52FLVu2YMmSJcbBRrOysnD48GHj+tOmTYPb7ca1116Lli1bGl8vvviirE2IKj6fD+vWrTMW6q9If1L8Kx+AWL58OYDjT6QNGzYEAGRkZAAAysrKkJ+fX+/bjhUVG+iT6KmpqZJHFX9qeixQZLCBGthBPjZQAzvIxwbysYEa2EE+NlADO8hXWwOz2QyTyQSz2WwccLKu9u7dCwBo0aIFnnnmGVxwwQVYuXIlhBDYt29fvW+X4otF9gAi5e6778bdd99d7WWrV6+u9O99+/aFf0AxzO/3Izs72zgKb0Wh2BN99+7dAICTTjrJOK9fv36YOnUqgONHmdcPQhCvKjbgJLo8NT0WKDLYQA3sIB8bqIEd5GMD+dhADewgHxuogR3kq62BxWKByWSCyWSq92S3foDLNWvW4O233wYA/PDDD7jlllvwt7/9Dbt27ULXrl3rtwEUN+JiT3SKrISEBFx77bWw2WxVLktKSvrLt68vq6N/9AYATCYT2rVrBwDGEYLjWcUGnESXp6bHAkUGG6iBHeRjAzWwg3xsIB8bqIEd5GMDNbCDfLU1qDiJXt/lXHJycuBwOPD5559D0zTcfPPNSEhIwJo1a5Cfn48dO3b8lU2gOMFJdAo5n8+H7777rtqP4uh7otf3IAUHDx40vveCCy6odNmVV14J4Pgke2FhYb1uP1ZUbKAvb5Oeni55VPGnpscCRQYbqIEd5GMDNbCDfGwgHxuogR3kYwM1sIN8tTXQl3PRNK1ek+hutxt5eXnIzc1FYWEhhg8fjvfffx+PPfYYsrOzcfDgQezduxfl5eV/dVMoxnESnUJOCIHi4uJq1z1PTk42Ttfnl9SPP/5onG7WrFmlyy666CIAxyfoFy5cWOfbjiUVG+Tm5gKoen9R+NX0WKDIYAM1sIN8bKAGdpCPDeRjAzWwg3xsoAZ2kK+2Bvqe6MCfKxPUxZEjR+D3+3H48GG4XC7885//BAA8+OCDsFqtOHbsGPLy8oylg4kC4SQ6hVxSUhIyMjJgtVqrXFZxTfT6vIOof8Sm4mS8zmQyoUWLFgC4pEvFBkePHgXASXQZanosUGSwgRrYQT42UAM7yMcG8rGBGthBPjZQAzvIV1sDfU90oH7zSMeOHUNpaSny8vLQokUL9OnTB8DxeaV//vOfOHToEHJycrBr1676b0QMsFqtfBzUgpPoFFKapsFkMmHOnDnV7mneoEED43RZWVmdb//QoUMAgKZNm1Z7+YUXXggAyM/Ph9frrfPtx4KKDcrLy3Hs2DEAge8zCo/aHgsUfmygBnaQjw3UwA7ysYF8bKAGdpCPDdTADvIF00BfygWo3zxSXl4eioqKUFJSgiuvvNKYkAeAu+++GwUFBXA4HNi8eTN8Pl/9NiTKaZoGu90Ou91e7+WX4wEn0SmiKr6rVZ+jKusHyWzfvn21lw8ePBhCCGiahm+//bZ+g4wh+fn5xhGumzRpInk0RERERERERER1o09812ceKT8/H6WlpSgpKcGll15a6bLGjRvjyiuvhNvtxqFDh3Dw4MGQjJdiEyfRKeQsFgtuvvnmgB8D0de5qu8BIQDg1FNPrfbyxMRENGzYEADiehJdb6C/6dCoUSMkJCRIHlX8qe2xQOHHBmpgB/nYQA3sIB8byMcGamAH+dhADewgXzAN/sokem5uLhwOB0pKStC3b98ql48dOxY5OTkoLCzExo0b63z7scLv9xs7YVL1OIlOISWEQGFhIT7++GO4XK4ar1vXj+Hk5uYaHyvp3r17wOv17NkTALB///463X6sqNhAfxeVS7lEXl0eCxQebKAGdpCPDdTADvKxgXxsoAZ2kI8N1MAO8gXboL5ronu9Xhw+fBhCCDRs2BDt2rWrcp1u3bohPT0dQgh8//33dduAGCGEQGlpKUpLS3mQ3RpwEp1CTtM0pKSk1LqOUnl5eZ1ud9u2bQCOP7hrWppk6NChxvX074k3egMeVFSuYB8LFD5soAZ2kI8N1MAO8rGBfGygBnaQjw3UwA7yBdPAbDYDqPs8UlFRERwOB7xeb407Y15//fUQQuDIkSPIzc2t08+g+MFJdAo5s9mMfv36BVw+RH9irOvHcHbv3g3g+Ed9atK6dWvjOl988UWdfkas0Bvk5+cD4J7ostT2WKDwYwM1sIN8bKAGdpCPDeRjAzWwg3xsoAZ2kC+YBvWdRC8sLITD4UBZWRm6desW8HqZmZkoKSmB2+3GwoUL6/QzKH5wEp1CzuPxYMGCBbV+HKquT37Z2dkAgKSkpFqve8oppwBA3O6JrjfYtWsXAKBDhw5yBxSngn0sUPiwgRrYQT42UAM7yMcG8rGBGthBPjZQAzvIF0wDfUfJunYqKiqC0+msdRLdbrejS5cuAIAff/yxTj+D4gcn0SnkTCYT2rRpY6xZVd3lQN0n0fWlSdLT02u97pVXXgng+BNsXl5enX5OLNAb6JPonTt3ljyi+FTbY4HCjw3UwA7ysYEa2EE+NpCPDdTADvKxgRrYQb5gGtR3Ej0vLw9OpxMOh6PGSXQAGD16NIDjqybE6w6ZVDM+S1DImc1mnHvuubUu51KftawAoEWLFrVe9+yzzzZOz507t04/JxboDf73v/8BAE499VTJI4pPtT0WKPzYQA3sIB8bqIEd5GMD+dhADewgHxuogR3kC6ZBfSfRs7KyIISA1+tF+/bta7xu165dkZSUBE3T8N5779Xp51B84CQ6hZzH48HcuXMDTpLr7y7W9clPv351R1Ou7mf87W9/AwCsX7++Tj+nIqfTiU8//RT3338/xowZg5EjR+LWW2/FY489hk8++QSHDx+u922Hk8fjwYcffoh9+/YB4J7ostT2WKDwYwM1sIN8bKAGdpCPDeRjAzWwg3xsoAZ2kC+YBvoEu9vtrtNt63M2jRs3DurgsX369AEA/P777/X+f8Ln82Hfvn346quv8NZbb+HFF1/EG2+8gQULFmD79u11Pj4gqaPmIzQS1YPNZkPnzp0DHgC0vpPofr8fmqYFvb73ddddh2eeeQYulwu7d+/GSSedFPTP8ng8eOWVV7B+/foqT7QOhwMFBQXYuXMnFixYAE3T0KxZM3Tp0gX9+/fHySefXJfNqqSsrAx5eXkoLS2F2WyGxWKB2WyGyWQyTgf6b8WPPtlsNphMJvj9fqSlpaFZs2b1HhPVX22PBQo/NlADO8jHBmpgB/nYQD42UAM7yMcGamAH+YJpYLVaAdR9Er2goAAA0KpVq6CuP2LECPz3v/9FgwYNMGfOHPzjH/8I+mf5/X6sXr0aX3zxBfLy8gJOwttsNlgsFjRq1AidOnXC2Wefje7du8Nutwf9sypyuVwoLCxEWVkZTCYTzGazMUek/1c/rc8fVTxfx09j1I7PEhRSmqahQYMGuOSSSwJeRz+qcl2e/AoLC43JbH0P89qcddZZMJvN8Pl8mDNnDiZNmhTU9+3cuRNPPPEEPB4PNE2DEAKNGzdG69atkZiYiKKiIhw6dAglJSUAACEEjhw5giNHjmDFihUQQsBqtaJBgwaw2WywWq3w+/3weDzwer1wu93GaZ/PByEEhBBBvSsaLCEEDh48CCEEMjMzQ3rbFJxgHgsUXmygBnaQjw3UwA7ysYF8bKAGdpCPDdTADvIF20CfRPd4PEHftt/vh8PhAICgd8ZMS0tD69atsXfvXsydOxejRo0KanL50KFDeO6553D48GEIIeB2u5GTkwOz2YykpCQIIeDxeJCcnAzg+MR3WVkZDhw4gO+++w7l5eUwm81ISEhAQkICbDYbgON7tfv9/kr/FUIAOH7fhWquR7/N5ORkzJ49OyS3GYu4nAuFXHl5OR588MGA77rVZxJ97969AI4/sBs1ahT093Xv3h0AsHXrVni93lqvv3r1ajz66KPweDwQQqBr166YNWsW3nnnHUyaNAn/+te/8Oyzz2LmzJlYsGABXnzxRQwYMAAtW7Y03sHTNA0ejwcFBQXIyclBVlYWsrOzceTIEeTl5aGkpATl5eXwer2Vnvwq0s+vL/320tPTMWHChL90W1R/tT0WKPzYQA3sIB8bqIEd5GMD+dhADewgHxuogR3kC6ZBfSbRy8rK4HK5IITAKaecEvT3ZWRkwGKxIDExEW+++Wat1//yyy/xz3/+E4cOHTJ2nBwxYgSWLVuGtWvXYsWKFVi5ciW+//57zJkzB3feeSfOPfdcNG/eHFarFWazGXa73Zis93g8KC0tRWlpKZxOJ1wuF7xer7E6g74H+YnzSH6/39hJs670Cfm/OhcV67gnOoWc2WzGkCFDAn4Upz6T6Pra3voTRrBuu+02bNiwAZqmYc6cOcbRlqszf/58fPLJJ8aTxyOPPIKePXvWePsdOnTArbfeavw7NzcXGzZswJ49e5CTk4Py8nK43W7jHUWLxYKkpCQkJyejYcOGaNiwIVJTU5GWlob09HQ0atQI6enpVd7p9Pv98Hq98Hg8xmmfz1flv/pXeXk5tm/fjkGDBiE1NTXo+4tCq7bHAoUfG6iBHeRjAzWwg3xsIB8bqIEd5GMDNbCDfME00CfRg9k5UqfvwFheXl6nSfSePXuiffv22L17N95++21ce+21aNu2bZXrOZ1OPPLII9i7dy8SEhIghMCNN96IjIyMam9X0zQ0adIEl1xySaU978vLy7Fz50789ttvyMvLQ1lZGZxOp7Gsr8VigdVqNeaS9PmklJQUpKSkGHNKiYmJEEIYk+n6/JC+k6i+I6c+Ia//V7+e1+tFUlJS0PdTPOKzBIWUEAJOpxNdu3Y1JstPVJ9JdP1gEHVdo6lRo0Zo3749srKysGjRItxwww3V3sa0adOwYsUKaJqGhIQEvPbaa/VaR7xZs2YYNGhQnb+vNiaTCVar1fjFURMhBEpKStCpUyc0bNgw5GOh4ATzWKDwYgM1sIN8bKAGdpCPDeRjAzWwg3xsoAZ2kC/YBvp64XXZEz0vLw9utxtOp7NOx65LSEjAoEGD8P7776NDhw4YOnQovv3220o7KK5Zswb3338/WrdujYSEBDRt2hRPP/00mjRpEvTP0dntdnTr1g3dunWr8/eeqOKOp3WZP9PnkfTTXBK4elzOhULO4/Fg2rRpAT+KU/EjKsHKzc0FACQmJtZ5PA888IDxkZbJkydXuXzy5MlYsWIFAKBhw4Z47733ov5AnLU1oMhgB/nYQA3sIB8bqIEd5GMD+dhADewgHxuogR3kC6aBPhdUlz3Rd+/eDeD4J/ubNm1apzH17t0bp512GtLS0lBaWoqePXvirbfewqxZszBo0CDccMMNaNOmDex2O84991y8/vrr9ZpAp+jCSXQKObPZjMsvvzzgu176R3Tq8uSXn58PAEhJSanzeFq3bo3evXsDOL42+jvvvAMAOHDgAG6++WZs2rQJANC8eXO88847xoEeolltDSgy2EE+NlADO8jHBmpgB/nYQD42UAM7yMcGamAH+YJpUJ9J9KysLABAgwYN6rxntc1mw5VXXolTTjkF3bt3h8fjwV133YVbb70Vubm56NmzJ5o0aYKMjAyMGzeO///ECS7nQiFnMplw0kknBfwoTn32RNc/VlKXg4pW9OCDD+LWW29FUVERli1bhqVLlwL48wCcnTt3xtNPP12n9dZVVlsDigx2kI8N1MAO8rGBGthBPjaQjw3UwA7ysYEa2EG+YBpUXKvb7XYHtdRtTk4OAKBx48b1GtcZZ5yBc889FzabDc2aNUNBQQFMJhOSk5PRtGlTXHrppTjvvPO49EkciY0ZQ1KK2+3Gq6++CqfTWe3l9dkTXb+t+i6zYjKZMHXqVLRp0wbAn0ceNplM+Mc//oFnn302ZibQgdobUGSwg3xsoAZ2kI8N1MAO8rGBfGygBnaQjw3UwA7yBdNAXzHAZDKhrKwsqNstLCwEcHzVgfrQNA1XXHEFzj//fLRu3RqnnXYaOnfujB49euDmm2/G+eefzwn0OMM90SnkLBYLrr322oDvDOrn+3y+oG9Tn3Bv3bp1vcdlt9vx6quv4uDBg/j555/RunVr9OjRI6Ymz3W1NaDIYAf52EAN7CAfG6iBHeRjA/nYQA3sIB8bqIEd5Aumgc1mg6ZpMJvNKCsrQ3p6eq2363A4AAAtW7as99hMJhP69euHXr164dixY0hKSkKjRo04eR6nOIlOIWcymdCmTZuAH8XRnxiD3RPd7/cbpzt06PCXx9e6deu/NBkfDWprQJHBDvKxgRrYQT42UAM7yMcG8rGBGthBPjZQAzvIF0wDi8UCk8kEk8mE0tLSoG5XX0K4bdu2f3mMiYmJIbkdim6xtwsuSefz+fD4448b7/qdSJ9Erzg5XpMjR44Ypzt27PjXBxgHamtAkcEO8rGBGthBPjZQAzvIxwbysYEa2EE+NlADO8gXTAOz2Wx8BbOci8fjMVY/6NSpU8jGGssSEhJ4gNRacE90CilN05CamooHHnjAOHryiWw2G4Dgl3PZs2cPAEAIgQYNGoRmoDEsmAYUfuwgHxuogR3kYwM1sIN8bCAfG6iBHeRjAzWwg3zBNqjrnuhHjx6F1+uFz+fjzphB0DSNj4EgcBKdQs5kMqFdu3YBL6/rnugHDhwwbpeCU1sDigx2kI8N1MAO8rGBGthBPjaQjw3UwA7ysYEa2EG+YBrUdU90fWdMj8eDtLS0UAyTiMu5UOg5HA4MHjw44Edx7HY7gLov58KPlQSvtgYUGewgHxuogR3kYwM1sIN8bCAfG6iBHeRjAzWwg3zBNKjrnuhZWVnG9/EgoBQq3BOdQkoIAa/Xi2nTphmT5SfSzxdCBHWb+fn5AMCPlgQpmAYUfuwgHxuogR3kYwM1sIN8bCAfG6iBHeRjAzWwg3zBNtAn0YPdEz0nJwcA55GCJYRASUkJAKBhw4Z84yEA7olOYaGve17TZcHuiV5cXAwASE5O/usDiyM1NaDIYQf52EAN7CAfG6iBHeRjA/nYQA3sIB8bqIEd5Kutgb6US13WRAeOTwgThQon0SnkXC4Xnn/+eTidzmov1w8OGuye6PoTJJ/8gldbA4oMdpCPDdTADvKxgRrYQT42kI8N1MAO8rGBGthBvmAaJCQk1GlP9IKCAgDgeugUUpoIdiaT6qS4uBipqakoKipCSkqK7OFEjP4REJfLhcaNG1d7MNAff/wRr7zyCoQQWLhwYa23eeONN6K8vBx9+vTBAw88EI5hx5RgGlD4sYN8bKAGdpCPDdTADvKxgXxsoAZ2kI8N1MAO8gXboKCgAI899hgOHTqELl264Jlnnqnxdm+44Qa4XC707t0b48ePD8fQY0q8L+cS7BwunyEoLFwuV8DL9D3Rg+V2uwEAjRs3/ktjijc1NaDIYQf52EAN7CAfG6iBHeRjA/nYQA3sIB8bqIEd5KutQUJCgrGkSzDLueh7tbdo0SIk4yMCOIlOYeByufDaa6/VupyLpmlBrYvu8/kAAM2bNw/dIGNcbQ0oMthBPjZQAzvIxwZqYAf52EA+NlADO8jHBmpgB/mCaaAfWFTTtKCWc/F4PACANm3ahGycRFzOJUzifTkXIPBHQHJzc3HnnXcCAGbNmlXrAUMzMjKgaRoef/xxdOvWLfSDjjHx/jEcVbCDfGygBnaQjw3UwA7ysYF8bKAGdpCPDdTADvIF28Dn82H8+PHIysqCxWLBJ598EvA2S0tLccMNNyAhIQEvvPACOnbsGJaxx5J4fyxwOReSxmQy4dixYwH3Mq94gNDi4uIab6uwsNB48PIdxODV1oAigx3kYwM1sIN8bKAGdpCPDeRjAzWwg3xsoAZ2kC+YBvpBRQHUuid6VlaWsfwLVzQInsVigcVikT0MpXESnUJK0zSYTCY8/PDDAde0stlsxuna1rI6cOCAcTo9PT00g4xxwTSg8GMH+dhADewgHxuogR3kYwP52EAN7CAfG6iBHeQLtoGmaUhISABQ+zzSnj17ABxfR91ut4dusDFM0zQkJSUhKSkp7vZCrwsu5xIm8bqcS7D0JVoee+wxdO/ePeD1li5dinfffRdCCCxcuDCCIyQiIiIiIiIiIhVMmjQJ27Ztw4EDB7B+/fqA13vrrbewcuVKNGjQAB988EHkBkhRi8u5kDQ+nw87duwwDghak9o+hpObmwsAxsd2KDh1aUDhww7ysYEa2EE+NlADO8jHBvKxgRrYQT42UAM7yBdsA31VA4fDUeP1Dh06BADcC51CjpPoFFJCCBQUFGDevHlBfRyqto/hHD16FACMj+1Q7eragMKDHeRjAzWwg3xsoAZ2kI8N5GMDNbCDfGygBnaQry4N9El0p9NZ4/X0nTGTk5NDM8g4oB9YtKSkBFywJDAu5xIm8bqcS7BH9L322msBANdffz2GDh0a8PYef/xx/P7770hLS8N7770X+gHHoHg/qrIq2EE+NlADO8jHBmpgB/nYQD42UAM7yMcGamAH+erSYOrUqVi1ahXWrl2L7OzsgNfVlw/u2rUrJk6cGJZxx5p4fyxwOReSxu/3Y/fu3TV+FMdkOv6/Xm0fwykuLgbAdxDrKpgGFH7sIB8bqIEd5GMDNbCDfGwgHxuogR3kYwM1sIN8wTZITEwEcPwgmOXl5QGvp88jNW7cOHSDJAIn0SkMfD4fli1bBo/HE/A6+iR6bR/D0ddMT01NDd0A40AwDSj82EE+NlADO8jHBmpgB/nYQD42UAM7yMcGamAH+YJtoE+im81mY6/p6ujzSM2bNw/dIInASXQKg4SEBIwdO7bGgzjoBwqtbRJdvzwtLS1k44sHwTSg8GMH+dhADewgHxuogR3kYwP52EAN7CAfG6iBHeQLtkFCQgLMZjPMZrOxt/mJKp7fqlWrkI6TiJPoFHI+nw/bt2+H1+sNeJ1gJ9H1dyKbNm0augHGgWAaUPixg3xsoAZ2kI8N1MAO8rGBfGygBnaQjw3UwA7yBdsgmEn0AwcOwGazwWw2czkXCjlOolPI+f1+rFu3rsYnQIvFAgC1Hn1ZXxOrWbNmoRtgHAimAYUfO8jHBmpgB/nYQA3sIB8byMcGamAH+dhADewgX7ANEhISYDKZapxEz87Ohs1mg9VqNZZ/IQoVi+wBUOxJTEzEbbfdVuNHcYKZRPf7/cZpfgynboJpQOHHDvKxgRrYQT42UAM7yMcG8rGBGthBPjZQAzvIF2wDi8US9J7oVqsVycnJ4RhuzNLn6Sgw7olOIaVpGqxWK3744Ycaj6yckJAAAHC73QGvk5+fD03TAABt27YN7UBjWLANKLzYQT42UAM7yMcGamAH+dhAPjZQAzvIxwZqYAf56tKg4iR6UVFRtdfJyspCQkICrFYrkpKSwjHkmKRpGpKSkpCUlGTMw1FVnESnkPN6vfjhhx9q/CiO1WoFUPMkenZ2NgBACMEDi9ZRMA0o/NhBPjZQAzvIxwZqYAf52EA+NlADO8jHBmpgB/mCbVBxTfTCwsJqr6PPI1mtVthstlAPleKcJoQQsgcRi4qLi5GamoqioiKkpKTIHo5yHnroIezevRtNmzbFtGnTqr3ON998gxkzZkAIgYULF0Z4hEREREREREREpIK1a9di9uzZ+Pnnn3HllVdi0qRJVa4zaNAgJCYm4uSTT8aUKVMkjJKiUbBzuNwTnUJKCIHCwkIsW7asxr3M9bWuPB5PwOvk5uYCAMxmc2gHGeOCbUDhxQ7ysYEa2EE+NlADO8jHBvKxgRrYQT42UAM7yFeXBlar1dgTvaCgoNrrHDt2DADQsGHDkI81lgkhUFJSgpKSEnBf68A4iU4h5/P5kJ2dXenAoCfS16aqaRJdf/LTl36h4AXTgMKPHeRjAzWwg3xsoAZ2kI8N5GMDNbCDfGygBnaQL9gGCQkJsFgssFgs1U6iCyGM8xs1ahSWscYyIQQn0GvBSXQKuYSEBFx77bU1rj+VmJgIoOZJdP3JT78uBS+YBhR+7CAfG6iBHeRjAzWwg3xsIB8bqIEd5GMDNbCDfME20PdEt1gsyM/Pr3J5xYONNmnSJOTjJOIkOoWcz+fDd999V+MEeXJyMgDU+E5jcXExAKBBgwahHWAcCKYBhR87yMcGamAH+dhADewgHxvIxwZqYAf52EAN7CBfsA1q2xP9wIEDsFqtsFgsSE1NDddwKY5xEp1CTgiB4uLiGj8Gok+M+3y+gNdxOBwAwAOz1kMwDSj82EE+NlADO8jHBmpgB/nYQD42UAM7yMcGamAH+YJtoE+QB9oT/cCBA7Db7bBarcYSwkShFDeT6FOnTkWHDh1gt9vRu3dv/PTTTzVef/78+Tj11FNht9tx5pln4ptvvonQSKOfxWLB4MGDa1zLXJ9Er+lJ0ul0AuBaVvURTAMKP3aQjw3UwA7ysYEa2EE+NpCPDdTADvKxgRrYQb5gG1RczqW6PdH37dsHm83GSXQKm7iYRJ83bx7GjRuHSZMmYdOmTejWrRsGDBiA3Nzcaq+/Zs0ajBgxArfccgs2b96MIUOGYMiQIfjtt98iPPLo5PV6az2ysn6k5Jom0fWP8nAtq7oLpgGFHzvIxwZqYAf52EAN7CAfG8jHBmpgB/nYQA3sIF+wDU5czuXE+SR9Et1ms3ESncIiLibRX375Zdx6660YM2YMTj/9dEyfPh1JSUmYMWNGtdd/7bXXcMUVV2D8+PE47bTT8PTTT6NHjx548803Izzy6GQymWpcpgVAUOtT6eult2jRIiTjiifBNKDwYwf52EAN7CAfG6iBHeRjA/nYQA3sIB8bqIEd5Au2QUJCAsxmM8xmM1wul7F6ga7inuj6cfgoePp9S4HF/CS62+3Gxo0b0b9/f+M8k8mE/v37Y+3atdV+z9q1aytdHwAGDBgQ8PoA4HK5UFxcXOlL//n6fyue1veydrlcxuny8nJ4vd5qT+tPKE6n0zjtcDiMiWaHwwEhBIQQVU4Dxyek9dM+n894svH5fCgvLwdw/N2/6k57PB64XC7jdE3bpGkaEhMTMXToUNhstoDbpB91WdM0lJSUVNkmv98PTdMAHJ9El7lN0dZJ0zQkJyfjmmuugc1mi4ltisZOPp8PdrsdmZmZMJvNMbFN0dZJCAGr1YrMzExYLJaY2KZo7OR0OpGamorhw4fD5/PFxDZFWyeXy4WGDRsiMzMTfr8/JrYpGjt5vV6kpaXh6quvNv5AifZtirZOHo8HaWlpuOaaa4zXmdG+TdHWyeVyIS0tDRkZGcYehNG+TdHYSdM0NGzYEFdddRVsNltMbFO0dQKO71imL2ERC9sUjZ00TYPNZsO1114Lm80WE9sUbZ00TYPdbkdGRka1c0gVt0mf5DWZTDCZTMjPz6+0HXv27DEm0fXf8+wU3DZ5PB4kJCQgOTnZeM0U7dtU107BiPlJ9GPHjsHn86F58+aVzm/evDlycnKq/Z6cnJw6XR8ApkyZgtTUVOOrbdu2AGDs7T579mzMnj0bADB9+nTMnz8fAPDKK69g0aJFAIDJkydj5cqVAIAJEyZg3bp1AIBx48bhl19+AQCMHTsWu3btAgCMHj0a2dnZAIDMzEzk5eXB6XQiMzMTTqcTeXl5yMzMBABkZ2dj9OjRAIBdu3Zh7NixAIBffvkF48aNAwCsW7cOEyZMAACsXLkSkydPBgAsWrQIr7zyCoDja8VPnz69xm168cUXMXbsWLjd7oDb9NJLLxn33R133FFlm44ePWpc3qRJE+nbFG2dPv74Y4wYMQJutztmtikaOz3yyCN4/fXXsXTp0pjZpmjrNHLkSLz++uvYtm1bzGxTNHY6fPgwXnrpJQwbNixmtinaOv388894/fXXcfvtt8fMNkVjJ7fbjSFDhmDp0qUxs03R1sntdmPUqFHGa/RY2KZo6+R2u3HPPffg6aefjpltisZO27Ztw0UXXQS32x0z2xRtnYqKitCrVy8UFRXFzDZFY6fbb78dEydOhNvtjpltirZOTz/9NO655x643e4at2n//v0Aju+MabFYcOTIkUrbtG3bNmO5F33s7MRtCnabgiJi3MGDBwUAsWbNmkrnjx8/XvTq1ava70lISBAfffRRpfOmTp0qmjVrFvDnlJeXi6KiIuPrwIEDAoA4evSoEEIIl8slXC6Xcdrtdhvfp592Op3C4/FUe9rr9QohhHA4HMbpsrIy4fP5jNN+v1/4/f4qp4UQwufzGae9Xq9wOBzGaafTKYQQwuPxVHva7XaL8vJy43TF7ahum0pKSsSsWbOE2+0OuE0lJSUiIyNDZGRkiO3bt1fZpg0bNoiMjAwxdOhQJbYp2jqVlZUZDWJlm6KxU3FxsZg7d65wOBwxs03R1qmwsFDMnTtXOJ3OmNmmaOzkcrnEnDlzRGFhYcxsU7R1cjqdYu7cuaKoqChmtikaO7ndbjFz5kzjZ8XCNkVbJ7fbLWbNmiVKS0tjZpuirZPb7RazZ88WxcXFMbNN0djJ6XSKmTNnCrfbHTPbFG2dXC6XmDFjhnC5XDGzTdHYqaioSHz44YfC7XbHzDZFW6fi4mIxe/bsaueQTtym559/Xtx0000iKSlJLFq0yNiOkpISkZiYKDIyMsTkyZON3/PsxG0KZpuKiooEAFFUVCRqoglRw5EdY4Db7UZSUhIWLFiAIUOGGOePGjUKhYWF+OKLL6p8T7t27TBu3Djcd999xnmTJk3C559/bry7Upvi4mKkpqaiqKgIKSkpf3UzooYQAmVlZQCA5ORk4yM01cnIyICmaZgwYQLOOuusSpd9/fXX+OCDDwAACxYsCNdwY1JdGlD4sIN8bKAGdpCPDdTADvKxgXxsoAZ2kI8N1MAO8tW1wWuvvYZff/0VCxYswKuvvooxY8YAALZv347zzjsPl19+OS644ALcfffdYR97LIn3x0Kwc7gxv5yL1WpFz549sWLFCuM8v9+PFStWoE+fPtV+T58+fSpdHwCWL18e8PpUmcvlwqeffmqsSVQbff34io4cOQIAPKhBPdW1AYUHO8jHBmpgB/nYQA3sIB8byMcGamAH+dhADewgX10aWK1WJCQkwGKxVFpyWT+oqM1mQ1JSUjiHG7P8/398QgrMInsAkTBu3DiMGjUKZ599Nnr16oVXX30VZWVlxjtWI0eOROvWrTFlyhQAwL333ot+/frhpZdewqBBg/DJJ5/g559/xjvvvCNzM6KGyWRCmzZtYDLV/B6N/s5WSUlJlcuOHTsG4M8DkFLdBNuAwosd5GMDNbCDfGygBnaQjw3kYwM1sIN8bKAGdpCvLg30CXR9TXTdvn37YLfbYbVakZycHM7hUhyLi0n0zMxMHD16FBMnTkROTg7OOussLFmyxDh4aFZWVqUHa9++ffHRRx9hwoQJePTRR3HyySfj888/R5cuXWRtQlQxm80499xzkZCQUOP1NE2DEKLaSfT8/HwAQGJiYljGGOuCbUDhxQ7ysYEa2EE+NlADO8jHBvKxgRrYQT42UAM7yFeXBvqe6GazmXuiU8TFzVttd999N/bv3w+Xy4X169ejd+/exmWrV6821t/WDRs2DDt37oTL5cJvv/2Gv//97xEecfTyeDyYO3cuysvLa7yevlRLaWlplcv0ifV4Wk8+lIJtQOHFDvKxgRrYQT42UAM7yMcG8rGBGthBPjZQAzvIV5cGCQkJxhf3RKdIi5tJdIock8mE008/HRZLzR900CfRq9sTXT+gQVpaWsjHFw+CbUDhxQ7ysYEa2EE+NlADO8jHBvKxgRrYQT42UAM7yFeXBjabzVjS5fDhw8b5u3fvNvZE5yQ6hQsn0SnkzGYzunfvXusToNVqBVD9JLp+QIkmTZqEfoBxINgGFF7sIB8bqIEd5GMDNbCDfGwgHxuogR3kYwM1sIN8dWlgs9mMJV327dtnHAxzx44dsNvtsNvtnESnsOEkOoWc1+vFO++8U+tHcfSDhup7nZ94GwCMdeupboJtQOHFDvKxgRrYQT42UAM7yMcG8rGBGthBPjZQAzvIV5cG+iS63W6Hy+XCoUOHkJWVBYfDgaSkJO6J/heYTCYeYLcWfKuNQkrTNKSkpAR1UAj9oKFOp7PKZUIIaJqG1q1bh2WcsawuDSh82EE+NlADO8jHBmpgB/nYQD42UAM7yMcGamAH+erawG63Q9M0NG3aFADwxx9/wOFwAADS09OhaRoPLFoPmqahQYMGsoehPE6iU8hZLBacf/75tV5Pf2I78d3GkpISaJoGAGjXrl3oBxgHgm1A4cUO8rGBGthBPjZQAzvIxwbysYEa2EE+NlADO8hXlwb6igb60r+7d+9Gfn4+AKBhw4YAwD3RKWy4nz6FXHl5Oe68885aP4qjP7Hp65/r9u3bZ5zW312kugm2AYUXO8jHBmpgB/nYQA3sIB8byMcGamAH+dhADewgX10a6JPo6enpAI7vib5u3TrYbDZjR03uiU7hwj3RKaSEEHC73bj11ltrPSiE/i6hx+OpdP7BgweN2+J6THVXlwYUPuwgHxuogR3kYwM1sIN8bCAfG6iBHeRjAzWwg3x1bXDiJPr69evx22+/wW63o0GDBkhKSuI8Uj0IIYzjFSYnJxurQ1BlfJagsDjppJNgNptrvE5qaiqAPw8iqsvJyQGAWr+fahZMAwo/dpCPDdTADvKxgRrYQT42kI8N1MAO8rGBGthBvmAb6JPojRs3BgCsWrUKANCmTRskJSVxL/S/wO/3yx6C8vj2DIWc2+3Gq6++Wu0BQyvSJ9FPfKAePXoUwJ9PjlR3wTag8GIH+dhADewgHxuogR3kYwP52EAN7CAfG6iBHeSrSwN9nshqtaJVq1bG+b169YLJZOJ66BRWnESnkLNYLLj22mthtVprvJ7+8RshRKXz9YNCJCYmhmeAcSDYBhRe7CAfG6iBHeRjAzWwg3xsIB8bqIEd5GMDNbCDfHVpoE+iu91u3H777cb511xzDQAeVJTCi8u5UMiZTCa0adOm1o/i6B+/OVFxcTGAP9dMp7oLtgGFFzvIxwZqYAf52EAN7CAfG8jHBmpgB/nYQA3sIF9dGlScRH/sscdw5plnQgiB9PR0ZGdncxKdwop7olPIuVwuPP/883A4HDVer2nTpgAATdNQWlpqnK8fzEDfU53qLtgGFF7sIB8bqIEd5GMDNbCDfGwgHxuogR3kYwM1sIN8dWlQcdlft9uNa665BkOHDq10UEyicOEkOoWc1WrFmDFjYLfba7xeo0aNjNNHjhwxTrtcLgCB91Sn2gXbgMKLHeRjAzWwg3xsoAZ2kI8N5GMDNbCDfGygBnaQry4NLBYLLJbji2roc0fAnztj8sCiFE6cRKeQM5vNaN68OUymmv/3slgsxnroBw8eNM73eDwAgBYtWoRvkDEu2AYUXuwgHxuogR3kYwM1sIN8bCAfG6iBHeRjAzWwg3x1baBPlFfcc11f3YB7otefyWTi46AWvHcopDRNg8lkwogRI4I6srL+AM3JyQEA+P1+Y2K9U6dO4RtoDKtrAwoPdpCPDdTADvKxgRrYQT42kI8N1MAO8rGBGthBvvo00CfR9b3PAaCkpAQAkJqaGvpBxgFN09CgQQM0aNAAmqbJHo6yOIlOIZeYmIiZM2ciMTGx1uvqH8M5duwYAODw4cPGA/akk04K3yBjXF0aUPiwg3xsoAZ2kI8N1MAO8rGBfGygBnaQjw3UwA7y1bWBPomuT7q73W6Ul5cDABo0aBCeQRKBk+gUJsGuQ6WveZWXlwcA+OOPPwAAQgg++f1FXAtMDewgHxuogR3kYwM1sIN8bCAfG6iBHeRjAzWwg3x1aXDinuj6Ui5Wq7XSgUeJQo2T6BRSQgjk5+fjoYceCurIyvqTX2FhIQAgKysLwPE1sah+6tqAwoMd5GMDNbCDfGygBnaQjw3kYwM1sIN8bKAGdpCvPg1OXBO9uLgYANCwYUMuRVJPQgiUlZWhrKzMWGKZqtIE752wKC4uRmpqKoqKipCSkiJ7OBEjhEBJSQlcLhcaN25c60EJHnnkEezatQuNGzfG22+/jX//+9/YsGEDkpKSMHv27AiNOrbUtQGFBzvIxwZqYAf52EAN7CAfG8jHBmpgB/nYQA3sIF99Gqxbtw6rV6/GGWecgcGDB2Pr1q1YtGgROnTogOuuuy4Co449egcgPt+MCHYOl88QFBYulyuo66WlpQH4cy2r3NxcAFzHKhSCbUDhxQ7ysYEa2EE+NlADO8jHBvKxgRrYQT42UAM7yFeXBoH2RI+nHVhJDk6iU8i5XC689tprQR1ZuXHjxsb3AEB+fj4AoGnTpuEbYByoSwMKH3aQjw3UwA7ysYEa2EE+NpCPDdTADvKxgRrYQb66NkhOTgbw55ro+vLAqampYRkfkY7LuYRJvC/nAgT3EZDFixfj/fffhxACCxcuxPDhw+H3+zFo0CCMGTMmEkOOOfH+MRxVsIN8bKAGdpCPDdTADvKxgXxsoAZ2kI8N1MAO8tWnwZEjRzBz5kwkJibi3nvvxYcffoiDBw/iqquuwumnnx7uIcekeH8scDkXkkYIgaNHj8Lv99d63dNOOw0AoGkaSktL4fP5AACnnnpqWMcY6+rSgMKHHeRjAzWwg3xsoAZ2kI8N5GMDNbCDfGygBnaQr64NKi4LXF5ejoKCAgBAenp6uIZIBICT6BQGbrcbM2fORHl5ea3XbdeunXHk3+XLlxvvdnXt2jWsY4x1dWlA4cMO8rGBGthBPjZQAzvIxwbysYEa2EE+NlADO8hX1wY2m81YFz03N9dYG71Ro0ZhGyMRwOVcwiael3MpLS0FcPzgoMF8BERfwqVdu3bIysoylnah+qlPAwo9dpCPDdTADvKxgRrYQT42kI8N1MAO8rGBGthBvvo20Jdw6d27N9avX4+kpCTcc8894RxqTIv3xwKXcyEpNE1DUlISDh48GPRHcRITEwEA+/fvB/DnQSKofurTgEKPHeRjAzWwg3xsoAZ2kI8N5GMDNbCDfGygBnaQr74N9CVdtm/fDgBo1qxZOIYXNzRNQ8OGDeNyPfS64CQ6hZzb7cZzzz0Ht9sd1PWbNGkCAMYDtWPHjmEbW7yoawMKD3aQjw3UwA7ysYEa2EE+NpCPDdTADvKxgRrYQb76NNCXbtEPhtm2bduwjI2oIi7nEibxupxLfXzxxRf48MMPjX/feuutGDBggMQRERERERERERGRig4fPoxZs2YZ/77++uvRrl07iSOiaMblXEgKIQRKSkqwefNmeL3eoL5n0KBBxsFFhRDo169fOIcY8+rTgEKPHeRjAzWwg3xsoAZ2kI8N5GMDNbCDfGygBnaQr74NWrRoYSzpYrVa0apVqzCNMD4IIeBwOOBwOMB9rQPjJDqFnNvtxrJly+DxeIK6vsViweDBg5Geno4pU6bAbreHeYSxr64NKDzYQT42UAM7yMcGamAH+dhAPjZQAzvIxwZqYAf56tNA0zRcdtll6NKlC2655RZYLJYwjjA+eL1evplUCy7nEibxupyL/i4iAB6QQBI2UAM7yMcGamAH+dhADewgHxvIxwZqYAf52EAN7CAfG6gh3jtwOReSxufzYfv27XwHSyI2UAM7yMcGamAH+dhADewgHxvIxwZqYAf52EAN7CAfG1C04CQ6hZzf78e6dev4BCgRG6iBHeRjAzWwg3xsoAZ2kI8N5GMDNbCDfGygBnaQjw0oWnA5lzDhci7x+REQFbCBGthBPjZQAzvIxwZqYAf52EA+NlADO8jHBmpgB/nYQA3x3oHLuZA0Pp+PR7eWjA3UwA7ysYEa2EE+NlADO8jHBvKxgRrYQT42UAM7yMcGFC04iU4h5/f7sW3bNj4BSsQGamAH+dhADewgHxuogR3kYwP52EAN7CAfG6iBHeRjAzVomhZ3e6DXFZdzCZN4Xc6FiIiIiIiIiIiIKBpwOReSxuPx4PPPP4fH45E9lLjFBmpgB/nYQA3sIB8bqIEd5GMD+dhADewgHxuogR3kYwOKFpxEp5Dz+/3YsWMH/H6/7KHELTZQAzvIxwZqYAf52EAN7CAfG8jH4+XLLwABAABJREFUBmpgB/nYQA3sIB8bULTgci5hEq/LuQgh4HQ6AQCJiYlcT0kCNlADO8jHBmpgB/nYQA3sIB8byMcGamAH+dhADewgHxuoId47cDkXksblcmHFihX8KI5EbKAGdpCPDdTADvKxgRrYQT42kI8N1MAO8rGBGthBPjZQg9fr5cFda8FJdAo5IQSKi4vBDznIwwZqYAf52EAN7CAfG6iBHeRjA/nYQA3sIB8bqIEd5GMDihZcziVM4nk5l5KSEgBAw4YN4+4jICpgAzWwg3xsoAZ2kI8N1MAO8rGBfGygBnaQjw3UwA7ysYEa4r0Dl3MhabxeL5YtWwa32y17KHGLDdTADvKxgRrYQT42UAM7yMcG8rGBGthBPjZQAzvIxwYULTiJTkREREREREREREQUAJdzCRMu5xKfHwFRARuogR3kYwM1sIN8bKAGdpCPDeRjAzWwg3xsoAZ2kI8N1BDvHYKdw7VEcExxRX9vori4WPJIIksIgYKCAixfvhxDhgyBzWaTPaS4wwZqYAf52EAN7CAfG6iBHeRjA/nYQA3sIB8bqIEd5GMDNVScRBdCxOUkOvDnXG4g3BM9TLKzs9G2bVvZwyAiIiIiIiIiIiKiGhw4cABt2rQJeDkn0cPE7/fj0KFDcfsxiLZt2+LAgQNxtZSNSthADewgHxuogR3kYwM1sIN8bCAfG6iBHeRjAzWwg3xsQLLpe+K3atUKJlPgw4dyOZcwMZlMNb57EQ9SUlL4BCgZG6iBHeRjAzWwg3xsoAZ2kI8N5GMDNbCDfGygBnaQjw1IptTU1FqvE3h6nYiIiIiIiIiIiIgoznESnYiIiIiIiIiIiIgoAE6iU8jZbDZMmjSJR1WWiA3UwA7ysYEa2EE+NlADO8jHBvKxgRrYQT42UAM7yMcGFC14YFEiIiIiIiIiIiIiogC4JzoRERERERERERERUQCcRCciIiIiIiIiIiIiCoCT6EREREREREREREREAXASnYiIiIiIiIiIiIgoAE6iU709++yz6Nu3L5KSkpCWllbtdTZs2IBLL70UaWlpSE9Px4ABA/DLL79Uus6vv/6KCy64AHa7HW3btsXzzz8fgdHHjmA6aJpW5euTTz6pdJ3Vq1ejR48esNls+Nvf/oYPPvgg/IOPEbU1+OWXXzBixAi0bdsWiYmJOO200/Daa69VuR4bhNamTZtw2WWXIS0tDY0bN8Ztt92G0tLSStfJysrCoEGDkJSUhGbNmmH8+PHwer2SRhybFi1ahN69eyMxMRHp6ekYMmRIpcvZIPyuuuoqtGvXDna7HS1btsRNN92EQ4cOVboOfxeH39SpU9GhQwfY7Xb07t0bP/30k+whxaxp06aha9euSElJQUpKCvr06YPFixcbl5eXl+Ouu+5C48aN0aBBA2RkZODIkSMSRxy7Dh48iBtvvBGNGzdGYmIizjzzTPz888/G5UIITJw4ES1btkRiYiL69++PXbt2SRxx7CkpKcF9992H9u3bIzExEX379sWGDRuMy9kg9L7//nsMHjwYrVq1gqZp+Pzzz43LPB4PHnroIZx55plITk5Gq1atMHLkyCq/l/Pz83HDDTcgJSUFaWlpuOWWW6q8jqXAamoAAKNHj67y9/EVV1xR6Tps8NfV1qG0tBR333032rRpg8TERJx++umYPn16pevwdzaphJPoVG9utxvDhg3D2LFjq728tLQUV1xxBdq1a4f169fjhx9+QMOGDTFgwAB4PB4AQHFxMS6//HK0b98eGzduxAsvvIAnnngC77zzTiQ3JarV1kE3c+ZMHD582PiqOJG1d+9eDBo0CBdffDG2bNmC++67D//4xz+wdOnSMI8+NtTWYOPGjWjWrBnmzJmDbdu24bHHHsMjjzyCN99807gOG4TWoUOH0L9/f/ztb3/D+vXrsWTJEmzbtg2jR482ruPz+TBo0CC43W6sWbMGs2bNwgcffICJEyfKG3iMWbhwIW666SaMGTMGv/zyC3788Udcf/31xuVsEBkXX3wxPv30U+zcuRMLFy7E7t27ce211xqX83dx+M2bNw/jxo3DpEmTsGnTJnTr1g0DBgxAbm6u7KHFpDZt2uC5557Dxo0b8fPPP+OSSy7B1VdfjW3btgEA7r//fnz11VeYP38+vvvuOxw6dAhDhw6VPOrYU1BQgPPOOw8JCQlYvHgxtm/fjpdeegnp6enGdZ5//nm8/vrrmD59OtavX4/k5GQMGDAA5eXlEkceW/7xj39g+fLl+PDDD7F161Zcfvnl6N+/Pw4ePAiADcKhrKwM3bp1w9SpU6tc5nA4sGnTJjz++OPYtGkT/vOf/2Dnzp246qqrKl3vhhtuwLZt27B8+XJ8/fXX+P7773HbbbdFahOiXk0NdFdccUWlv48//vjjSpezwV9XW4dx48ZhyZIlmDNnDn7//Xfcd999uPvuu/Hll18a1+HvbFKKIPqLZs6cKVJTU6ucv2HDBgFAZGVlGef9+uuvAoDYtWuXEEKIt956S6SnpwuXy2Vc56GHHhKdO3cO+7hjTaAOQggBQHz22WcBv/df//qXOOOMMyqdl5mZKQYMGBDCEca+mhqc6M477xQXX3yx8W82CK23335bNGvWTPh8PuO8E59/vvnmG2EymUROTo5xnWnTpomUlJRKz0lUPx6PR7Ru3Vq89957Aa/DBnJ88cUXQtM04Xa7hRD8XRwJvXr1EnfddZfxb5/PJ1q1aiWmTJkicVTxJT09Xbz33nuisLBQJCQkiPnz5xuX/f777wKAWLt2rcQRxp6HHnpInH/++QEv9/v9okWLFuKFF14wzissLBQ2m018/PHHkRhizHM4HMJsNouvv/660vk9evQQjz32GBtEQG1/hwkhxE8//SQAiP379wshhNi+fbsAIDZs2GBcZ/HixULTNHHw4MFwDjcmVddg1KhR4uqrrw74PWwQetV1OOOMM8RTTz1V6Tz9+UkIwd/ZpBzuiU5h07lzZzRu3Bjvv/8+3G43nE4n3n//fZx22mno0KEDAGDt2rW48MILYbVaje8bMGAAdu7ciYKCAkkjj0133XUXmjRpgl69emHGjBkQQhiXrV27Fv379690/QEDBmDt2rWRHmbcKCoqQqNGjYx/s0FouVwuWK1WmEx//ppLTEwEAPzwww8Ajt/nZ555Jpo3b25cZ8CAASguLjb2VqT627RpEw4ePAiTyYTu3bujZcuWGDhwIH777TfjOmwQefn5+Zg7dy769u2LhIQEAPxdHG5utxsbN26s9BxvMpnQv39/PsdHgM/nwyeffIKysjL06dMHGzduhMfjqdTj1FNPRbt27dgjxL788kucffbZGDZsGJo1a4bu3bvj3XffNS7fu3cvcnJyKrVITU1F79692SJEvF4vfD4f7HZ7pfMTExPxww8/sIEiioqKoGmasSzk2rVrkZaWhrPPPtu4Tv/+/WEymbB+/XpJo4w9q1evRrNmzdC5c2eMHTsWeXl5xmVsEBl9+/bFl19+iYMHD0IIgVWrVuF///sfLr/8cgDg72xSDifRKWwaNmyI1atXY86cOUhMTESDBg2wZMkSLF68GBaLBQCQk5NTafIEgPHvnJyciI85Vj311FP49NNPsXz5cmRkZODOO+/EG2+8YVweqENxcTGcTmekhxvz1qxZg3nz5lX6OCAbhNYll1yCnJwcvPDCC3C73SgoKMDDDz8MADh8+DAAPv+E2549ewAATzzxBCZMmICvv/4a6enpuOiii5Cfnw+ADSLpoYceQnJyMho3boysrCx88cUXxmXsEF7Hjh2Dz+er9j7m/Rs+W7duRYMGDWCz2XDHHXfgs88+w+mnn46cnBxYrdYqxzBhj9Dbs2cPpk2bhpNPPhlLly7F2LFjcc8992DWrFkA/nx+4WMjfBo2bIg+ffrg6aefxqFDh+Dz+TBnzhysXbsWhw8fZgMFlJeX46GHHsKIESOQkpIC4Phjo1mzZpWuZ7FY0KhRI3YJkSuuuAKzZ8/GihUr8O9//xvfffcdBg4cCJ/PB4ANIuWNN97A6aefjjZt2sBqteKKK67A1KlTceGFFwIAf2eTcjiJTpU8/PDD1R6EsuLXjh07grotp9OJW265Beeddx7WrVuHH3/8EV26dMGgQYM4KViLUHYAgMcffxznnXceunfvjoceegj/+te/8MILL4RxC6JfqBvofvvtN1x99dWYNGmS8Q47BS/YLmeccQZmzZqFl156CUlJSWjRogU6duyI5s2bV9o7neou2AZ+vx8A8NhjjyEjIwM9e/bEzJkzoWka5s+fL3krol9dn6PGjx+PzZs3Y9myZTCbzRg5cmSlTyQRxZrOnTtjy5YtWL9+PcaOHYtRo0Zh+/btsocVV/x+P3r06IHJkyeje/fuuO2223DrrbdWOWgchdeHH34IIQRat24Nm82G119/HSNGjODrIQV4PB4MHz4cQghMmzZN9nDiynXXXYerrroKZ555JoYMGYKvv/4aGzZswOrVq2UPLa688cYbWLduHb788kts3LgRL730Eu666y58++23sodGVC2L7AGQWh544IFKB96rTqdOnYK6rY8++gj79u3D2rVrjRdpH330EdLT0/HFF1/guuuuQ4sWLaocWVn/d4sWLeq+ATEilB2q07t3bzz99NNwuVyw2WwBO6SkpBhLYMSbcDTYvn07Lr30Utx2222YMGFCpcvYIDh16XL99dfj+uuvx5EjR5CcnAxN0/Dyyy8bl7do0QI//fRTpe/l80/tgm2g7/F/+umnG+fbbDZ06tQJWVlZANjgr6jrc1STJk3QpEkTnHLKKTjttNPQtm1brFu3Dn369OHv4jBr0qQJzGZztfcx79/wsVqt+Nvf/gYA6NmzJzZs2IDXXnsNmZmZcLvdKCwsrLRnG3uEXsuWLSv9DgCA0047DQsXLgTw5/PLkSNH0LJlS+M6R44cwVlnnRWxcca6k046Cd999x3KyspQXFyMli1bIjMzE506dWIDifQJ9P3792PlypXGXujA8cfGiQee9nq9yM/P5/NUmHTq1AlNmjTBH3/8gUsvvZQNIsDpdOLRRx/FZ599hkGDBgEAunbtii1btuDFF19E//790aJFC/7OJqVwEp0qadq0KZo2bRqS23I4HDCZTNA0zThP/7e+h2KfPn3w2GOPwePxGGuzLl++HJ07d0Z6enpIxhGNQtmhOlu2bEF6ejpsNhuA4x2++eabStdZvnw5+vTpE7YxqC7UDbZt24ZLLrkEo0aNwrPPPlvlcjYITn266B9RnjFjBux2Oy677DIAx+/zZ599Frm5ucbHNZcvX46UlJQqf/TTn4Jt0LNnT9hsNuzcuRPnn38+gON/MO7btw/t27cHwAZ/xV95jtJ/B7tcLgD8XRxuVqsVPXv2xIoVKzBkyBAAxxusWLECd999t9zBxRG/3w+Xy4WePXsiISEBK1asQEZGBgBg586dyMrK4u/cEDvvvPOwc+fOSuf973//M34HdOzYES1atMCKFSuMCdvi4mLj0wMUWsnJyUhOTkZBQQGWLl2K559/ng0k0SfQd+3ahVWrVqFx48aVLu/Tpw8KCwuxceNG9OzZEwCwcuVK+P1+9O7dW8aQY152djby8vKMN5PYIPw8Hg88Hk+VT8WYzWbjtSp/Z5NypB7WlKLa/v37xebNm8WTTz4pGjRoIDZv3iw2b94sSkpKhBDHj5pss9nE2LFjxfbt28Vvv/0mbrzxRpGamioOHTokhDh+tOXmzZuLm266Sfz222/ik08+EUlJSeLtt9+WuWlRpbYOX375pXj33XfF1q1bxa5du8Rbb70lkpKSxMSJE43b2LNnj0hKShLjx48Xv//+u5g6daowm81iyZIlsjYrqtTWYOvWraJp06bixhtvFIcPHza+cnNzjdtgg9B74403xMaNG8XOnTvFm2++KRITE8Vrr71mXO71ekWXLl3E5ZdfLrZs2SKWLFkimjZtKh555BGJo44t9957r2jdurVYunSp2LFjh7jllltEs2bNRH5+vhCCDSJh3bp14o033hCbN28W+/btEytWrBB9+/YVJ510kigvLxdC8HdxJHzyySfCZrOJDz74QGzfvl3cdtttIi0tTeTk5MgeWkx6+OGHxXfffSf27t0rfv31V/Hwww8LTdPEsmXLhBBC3HHHHaJdu3Zi5cqV4ueffxZ9+vQRffr0kTzq2PPTTz8Ji8Uinn32WbFr1y4xd+5ckZSUJObMmWNc57nnnhNpaWniiy++EL/++qu4+uqrRceOHYXT6ZQ48tiyZMkSsXjxYrFnzx6xbNky0a1bN9G7d2/hdruFEGwQDiUlJcbfAwDEyy+/LDZv3iz2798v3G63uOqqq0SbNm3Eli1bKv1t4HK5jNu44oorRPfu3cX69evFDz/8IE4++WQxYsQIiVsVXWpqUFJSIh588EGxdu1asXfvXvHtt9+KHj16iJNPPtl4bSQEG4RCTR2EEKJfv37ijDPOEKtWrRJ79uwRM2fOFHa7Xbz11lvGbfB3NqmEk+hUb6NGjRIAqnytWrXKuM6yZcvEeeedJ1JTU0V6erq45JJLxNq1ayvdzi+//CLOP/98YbPZROvWrcVzzz0X4S2JbrV1WLx4sTjrrLNEgwYNRHJysujWrZuYPn268Pl8lW5n1apV4qyzzhJWq1V06tRJzJw5M/IbE6VqazBp0qRqL2/fvn2l22GD0LrppptEo0aNhNVqFV27dhWzZ8+ucp19+/aJgQMHisTERNGkSRPxwAMPCI/HI2G0scntdosHHnhANGvWTDRs2FD0799f/Pbbb5Wuwwbh9euvv4qLL75YNGrUSNhsNtGhQwdxxx13iOzs7ErX4+/i8HvjjTdEu3bthNVqFb169RLr1q2TPaSYdfPNN4v27dsLq9UqmjZtKi699FJjAl0IIZxOp7jzzjtFenq6SEpKEtdcc404fPiwxBHHrq+++kp06dJF2Gw2ceqpp4p33nmn0uV+v188/vjjonnz5sJms4lLL71U7Ny5U9JoY9O8efNEp06dhNVqFS1atBB33XWXKCwsNC5ng9BbtWpVta/9R40aJfbu3VvtZSf+HZ2XlydGjBghGjRoIFJSUsSYMWOMHXSodjU1cDgc4vLLLxdNmzYVCQkJon379uLWW2+t8sY2G/x1NXUQQojDhw+L0aNHi1atWgm73S46d+4sXnrpJeH3+43b4O9sUokmBI8qRURERERERERERERUHR6Sm4iIiIiIiIiIiIgoAE6iExEREREREREREREFwEl0IiIiIiIiIiIiIqIAOIlORERERERERERERBQAJ9GJiIiIiIiIiIiIiALgJDoRERERERERERERUQCcRCciIiIiIiIiIiIiCoCT6EREREREVKP8/Hzcf//96NChA+x2O04//XTMmjVL9rCIiIiIiCLCInsARERERESkrp07d+LSSy9FYWEhhg8fjrS0NMydOxejR49GYmIihg8fLnuIRERERERhpQkhhOxBEBERERGRekpKSnDWWWfB4XDgu+++wymnnAIA2LZtG7p164YzzzwTmzdvljxKIiIiIqLw4p7oRERERERUraeeegp79uzBl19+aUygA8AZZ5yBbt26YdOmTSgtLUWDBg0kjpKIiIiIKLy4JjoREREREVVRWFiIqVOnokuXLhg8eHCVyxs1agQAOHLkSKSHRkREREQUUZxEJyIiIiKiKubPnw+n04mRI0dWe7nL5QIAWK3WSA6LiIiIiCjiuJwLERERERFVsXjxYgDAjh078MQTT1S5fNeuXTCbzWjRokWER0ZEREREFFk8sCgREREREVXRvHlz5Obm1nidzp07Y8eOHREaERERERGRHFzOhYiIiIiIKikoKEBubi4uvPBCCCGqfK1YsQIAcP7550seKRERERFR+HESnYiIiIiIKsnOzgYAtGrVqtrLv/nmGwDAwIEDIzYmIiIiIiJZOIlORERERESVeDweAIDNZqv2so8//hiNGzfGlVdeGemhERERERFFHCfRiYiIiIiokubNmwMAjhw5UuWy9957D4cOHcL48eOrnWQnIiIiIoo1PLAoERERERFVcdJJJ+HQoUPYsWMH2rdvDwBYt24d+vfvj1NOOQXr1q2D1WqVPEoiIiIiovDjJDoREREREVXx3nvv4dZbb0Xr1q0xYsQIHD58GPPnz0eHDh2wcuVKtG7dWvYQiYiIiIgigpPoRERERERUrWnTpuGVV15BVlYWWrVqhczMTDz66KNo2LCh7KEREREREUUMJ9GJiIiIiIiIiIiIiALggUWJiIiIiIiIiIiIiALgJDoRERERERERERERUQCcRCciIiIiIiIiIiIiCoCT6EREREREREREREREAXASnYiIiIiIiIiIiIgoAE6iExEREREREREREREFwEl0IiIiIiIiIiIiIqIAOIlORERERERERERERBQAJ9GJiIiIiIiIiIiIiALgJDoRERERERERERERUQCcRCciIiIiIiIiIiIiCoCT6EREREREREREREREAXASnYiIiIiIiIiIiIgoAE6iExEREREREREREREFwEl0IiIiIiIiIiIiIqIAOIlORERERERERERERBQAJ9GJiIiIiIiIiIiIiALgJDoRERERERERERERUQCcRCciIiIiIiIiIiIiCoCT6EREREREREREREREAXASnYiIQm7+/PnQNM342rNnT8DrHjhwAMnJycZ1n3rqqQiOlIiIiIgoevB1NhGRHJxEJyKikNu4cWOlf//2228Brzt+/Hg4HA7j3z169AjbuIiIiIiIohlfZxMRycFJdCIiCjn9xf25554LANi6dWu11/vvf/+LefPmoUePHtA0DQDQs2fPyAySiIiIiCjK8HU2EZEcnEQnIqKQ27RpEwDg5ptvBlD9i3u/34977rkHJpMJY8aMgRACLVq0QMuWLSM6ViIiIiKiaMHX2UREcnASnYiIQmrfvn3Iz8+HzWZDZmYmzGZztS/u3333XWzZsgW33XYbfD4fAO4dQ0REREQUCF9nExHJw0l0IiIKKf0jpmeeeSZSUlLQuXNn/O9//4Pb7TauU1hYiAkTJiA9PR1PP/208T1cp5GIiIiIqHp8nU1EJA8n0YmIKKROfKF+1llnwev14vfffzeuM3HiRBw7dgxPPPEEmjRpYnwslXvIEBERERFVj6+ziYjk4SQ6ERGFVHUv7oE/12vctm0bpk2bhtNPPx133nknnE4nduzYUel7iIiIiIioMr7OJiKSh5PoREQUUvreLoFe3N97773wer147bXXYLFY8Msvv8Dn86Fp06Zo27atlDETEREREamOr7OJiOThJDoREYVMVlYWjh07hoSEBHTt2hVA5Rf3n332GVasWIGrr74a/fv3B1D1jwEiIiIiIqqMr7OJiOTiJDoREYWM/hHT008/HTabDQDQtGlTtGrVClu2bMEDDzwAm82Gl156yfieQOs0btq0CSaTCdOnTzfOczqd6N27N3r27InS0tJwbw4RERERkRJC+Tq7T58+GDx4cJWf8fbbb6Nhw4Y4dOhQuDaDiChqcRKdiIhC5sR1GnVnnXUWDh8+jL179+L+++/HSSedVOv39OjRA0OHDsWUKVPgdrvh9/tx/fXXIzc3F4sWLUKDBg3CvDVERERERGoI5evsPn36YMOGDZXOKygowIQJE/Doo4+iVatW4dgEIqKoxkl0IiIKmUB7u/Tt2xeNGzdG586d8dhjjxnnu91ubNu2rdrvAYCnnnoK2dnZmDFjBu6//358//33WLx4MVq0aBHGrSAiIiIiUksoX2f36dMHR44cwf79+43zJk6ciJSUFIwbNy5cm0BEFNU0IYSQPQgiIooNzZs3R25uLtasWYM+ffrUev2NGzfi7LPPRqNGjZCXl1ftdUaOHImFCxfC7/dj+fLlOP/880M9bCIiIiIipYXydfbBgwfRpk0bfPrppxg2bBh+++03nHXWWZg/fz6uueaacG0CEVFU457oREQUEtnZ2cjNzYXZbEa3bt2C+p5gDnZ08sknw+Fw4LbbbuMEOhERERHFnVC/zm7dujXatm2Ln376CQBwzz334KKLLuIEOhFRDTiJTkREIaGvudi5c2ckJSUF9T21TaIvWLAATz75JHr16oWPPvoIJSUloRksEREREVGUCMfr7L59+2L9+vWYP38+vv/+e7z66qshGSsRUazici5ERKSkH374AZdddhkmTpyIMWPGoFOnTnj44YcxceJE2UMjIiIiIopqr732Gh577DE0btwYgwcPxptvvil7SERESuMkOhERKWfHjh0477zzMGzYMEyfPh0AMG7cOMyYMQN79uxBo0aNJI+QiIiIiCh6/fTTT+jduzcaNWqEXbt28fU1EVEtuJwLEREp5ciRIxg4cCD69OmDqVOnGuc/9NBD8Hg8+Pe//y1xdERERERE0a9JkyYAgCeffJIT6EREQeCe6EREREREREREcWTUqFHYvHkzNm/eDLPZLHs4RETKs8geABERERERERERhZfT6cTmzZuxbNkyfPTRR/jvf//LCXQioiBxEp2IiIiIiIiIKMatXLkSgwcPRrt27fDBBx/g3HPPlT0kIqKoweVciIiIiIiIiIiIiIgC4IFFiYiIiIiIiIiIiIgC4HIuYeL3+3Ho0CE0bNgQmqbJHg4RERERRTEhBEpKStCqVSuYTJHZD+b777/HCy+8gI0bN+Lw4cP47LPPMGTIkIDX/89//oNp06Zhy5YtcLlcOOOMM/DEE09gwIABxnWeeOIJPPnkk5W+r3PnztixY0fQ4+LrbCIiIiIKlWBfZ3MSPUwOHTqEtm3byh4GEREREcWQAwcOoE2bNhH5WWVlZejWrRtuvvlmDB06tNbrf//997jsssswefJkpKWlYebMmRg8eDDWr1+P7t27G9c744wz8O233xr/tljq9icJX2cTERERUajV9jqbk+hh0rBhQwDHA6SkpETs5woh4HQ6kZiYyD1zIoD3d+TxPo883ueRx/s8snh/Rx7v87orLi5G27ZtjdeYkTBw4EAMHDgw6Ou/+uqrlf49efJkfPHFF/jqq68qTaJbLBa0aNGi3uPi6+z4wfs8snh/Rx7v88jjfR55vM8ji/d33QX7OpuT6GGi/4+akpIS0Rf3DocDN954I+bNm4ekpKSI/dx4xfs78nifRx7v88jjfR5ZvL8jj/d5/UXTH0N+vx8lJSVo1KhRpfN37dqFVq1awW63o0+fPpgyZQratWsX9O3ydXb84H0eWby/I4/3eeTxPo883ueRxfu7/mp7nR31Bxb9/vvvMXjwYLRq1QqapuHzzz+v8fqrV6+GpmlVvnJycipdb+rUqejQoQPsdjt69+6Nn376KYxbETqJiYmYN28eEhMTZQ8lLvD+jjze55HH+zzyeJ9HFu/vyON9Hh9efPFFlJaWYvjw4cZ5vXv3xgcffIAlS5Zg2rRp2Lt3Ly644AKUlJQEvB2Xy4Xi4uJKXwDgdruN/1Y87fF4jO/TT5eXl8Pr9VZ72ufzAQCcTqdx2uFwwO/3G6eFELDb7Zg5cybsdjuEEHA4HACOv1mgn/b5fHA6ncbp8vJyAIDX6632tMfjgcvlMk5Hepv07ah4WqVtSkhIwLx586BpWsxsk8qdEhMT8eGHH8JsNsfMNqneSdM0zJs3DwkJCTGzTap34nM5n8tjvROfy+u3TcGI+kl0fa3GqVOn1un7du7cicOHDxtfzZo1My6bN28exo0bh0mTJmHTpk3o1q0bBgwYgNzc3FAPPyz0/1EpMnh/Rx7v88jjfR55vM8ji/d35PE+j20fffQRnnzySXz66aeVXmcPHDgQw4YNQ9euXTFgwAB88803KCwsxKeffhrwtqZMmYLU1FTjS18PfcaMGQCA2bNnY/bs2QCA6dOnY/78+QCAV155BYsWLQJwfGmZlStXAgAmTJiAdevWAQDGjRuHX375BQAwduxY7Nq1CwAwevRoZGdnAwAyMzORl5cHp9OJG264AU6nE3l5ecjMzAQAZGdnY/To0QCO72U/duxYAMAvv/yCcePGAQDWrVuHCRMmAABWrlyJyZMnAwAWLVqEV155BQAwf/58TJ8+PeLblJmZqfQ2ORyOmNsmlTvNnDkz5rZJ9U4OhyPmtkn1Tnwu53N5rHfic3ndtykoIoYAEJ999lmN11m1apUAIAoKCgJep1evXuKuu+4y/u3z+USrVq3ElClTgh5LUVGRACCKioqC/p5QKCsrE1deeaUoKyuL6M+NV7y/I4/3eeTxPo883ueRxfs78nif152s15a6YF5n6z7++GORmJgovv7666Cuf/bZZ4uHH3444OXl5eWiqKjI+Dpw4IAAII4ePSqEEMLlcgmXy2Wcdrvdxvfpp51Op/B4PNWe9nq9QgghHA6HcbqsrEz4fD7jtN/vF6WlpWLgwIGitLRU+P1+4/9fn89nnPZ6vcLhcBinnU6nEEIIj8dT7Wm32y3Ky8uN0xW3IxLbpG9HxdMqbVNRUZG48sorRV5eXsxsk8qdysrKxN///nfjb+VY2CbVO+Xl5Ykrr7xSFBUVxcw2qd6Jz+V8Lo/1Tnwur/s2Bfs6WxNCiOCn3NWmaRo+++wzDBkyJOB1Vq9ejYsvvhjt27eHy+VCly5d8MQTT+C8884DcPwjAUlJSViwYEGl2xk1ahQKCwvxxRdfVHu7LpfL+LgB8Oei9EePHkWTJk2MjxxYrVa43W5omoaEhAS4XC6YTCbj41sWiwUWi6XK6YSEBJjNZjidTlitVpjNZjgcDtjtdphMJjgcDuMj0foBBPTTSUlJ8Pv9KC8vR1JSEnw+n/ERD5/PB4/HA7vdDq/XC6/XW+W0x+OB3++HzWaDx+OBEMLYDm4Tt4nbxG3iNnGbuE3cJm5T+LeptLQUqampKCoqiug64LpgXmcDwMcff4ybb74Zn3zyCa6++upab7e0tBTt2rXDE088gXvuuSeosRQXF0u9L4iIiIgodgT72jLql3Opq5YtW2L69OlYuHAhFi5ciLZt2+Kiiy7Cpk2bAADHjh2Dz+dD8+bNK31f8+bNq6ybXpEqHzMtKyvDVVddhbKysqj/KEU0fDzksccewxdffAG/3x8z26R6J7/fj1deeQUffPBBzGyT6p3uv/9+ZGVlYc2aNTGzTap34nM5n8tjvROfy8P4MdMQKi0txZYtW7BlyxYAwN69e7FlyxZkZWUBAB555BGMHDnSuP5HH32EkSNH4qWXXkLv3r2Rk5ODnJwcFBUVGdd58MEH8d1332Hfvn1Ys2YNrrnmGpjNZowYMSKi21Yffr8fWVlZdVo7k/4a3ueRxfs78nifRx7v88jjfR5ZvL/DqMb91KMM6vAx04ouvPBCceONNwohhDh48KAAINasWVPpOuPHjxe9evUKeBsqfcz0mmuu4UeTIrRNeXl5IiMjQ5SVlcXMNqneqaysTGRkZPCjSRH+mOmwYcP4MdMIbhOfy/lcHuud+Fwevo+ZhpK+DOKJX6NGjRJCCDFq1CjRr18/4/r9+vWr8fpCCJGZmSlatmwprFaraN26tcjMzBR//PFHncYlc9nEYcOGcRmiCOJ9Hlm8vyOP93nk8T6PPN7nkcX7u+64nEsdjB8/Hj/88APWrl1b7+VcTsSPmRIRERFRqPC15Z94XxARERFRqHA5lzrYsmULWrZsCeD4GpY9e/bEihUrjMv9fj9WrFiBPn36yBpi0Hw+H3bs2AGfzyd7KHGB93fk8T6PPN7nkcf7PLJ4f0ce73OKRvz/NvJ4n0cW7+/I430eebzPI4/3eWTx/g6fqJ9Er+taja+++iq++OIL/PHHH/jtt99w3333YeXKlbjr/9i78/imqvR/4J+sTVtoCy0tWwsIIw6OgLJUHBQEFHEZUYSio1D8wijoKFZUVDaBYREERGEYQbZxYVHEYRFREBTZFGRTQWS1QIEWumZffn/0dy9JmrZJmz73nvR5v159kYa0ec4ntyc355577jPPyI/JysrCwoULsWzZMvz6668YPnw4SkpKMGTIENK2VYXdbse0adPkC1uxmsV50+PM6XHm9DhzWpw3Pc6ciYi3W3qcOS3Omx5nTo8zp8eZ0+K8a47wy7ls27YNd955Z5n7Bw8ejKVLlyIzMxOnT5/Gtm3bAABvvvkm3nvvPZw7dw4xMTFo27Ytxo0bV+Z3vPvuu5gxYwZycnLQvn17zJ07F+np6UHXxaeZMsYYY4yxcOF9y2s4C8YYY4wxFi7B7lsKP4iuVkrt3LtcLhw8eBDt2rWDTqcje97aivOmx5nT48zpcea0OG96nHnoeOD4Gt7Prj04c1qcNz3OnB5nTo8zp8V5h47XRK+lHA4HFi1aBIfDoXQptQLnTY8zp8eZ0+PMaXHe9DhzJiLebulx5rQ4b3qcOT3OnB5nTovzrjk8E72G8GwhxhhjjDEWLrxveQ1nwRhjjDHGwoVnotdSTqcTO3bsgNPpVLqUWoHzpseZ0+PM6XHmtDhvepw5ExFvt/Q4c1qcNz3OnB5nTo8zp8V51xweRI8wTqcTa9euFfKPxePxYN26dfjpp5+ULiVoIuctKs6cHmdOjzOnxXnT48yZiHi7ped0OvHJJ59g/fr14BOoax5v4/Q4c3qcOT2n04k1a9Zg1apVKCoqUrqciMfbeM3h5VxqCJ9mGrpjx47h7bffBgDMnz9f4WoYY4wxxtSD9y2v4SxqlxEjRgAARo4cieuvv17hahhjjFWF1Je3a9cOTz31lMLVMOaLl3OppZxOJzZv3izkESez2SzfdrlcClYSPJHzFhVnTo8zp8eZ0+K86XHmTES83dLzzrqwsFDBSmoH3sbpceb0OHN63ln/8ccfClZSO/A2XnN4ED3CiLz2kV6vl28XFBQoWEnwRM5bVJw5Pc6cHmdOi/Omx5kzEfF2S4+zpsXbOD3OnB5nTo+zpsXbeM3h5VxqCJ9mGroff/wRixcvBgC89NJLaNGihcIVMcYYY4ypA+9bXsNZVN3OnTtx7tw59OvXD1qt+udTuVwu/POf/wQAPPnkk+jYsaPCFTEWXlarFWvWrEGHDh3QunVrpcthrMZIy7kkJiZi0qRJClcTuv379+PYsWPo168fjEaj0uWwMOPlXGoph8OBtWvXwuFwKF1KyGw2W8DbaiZy3qLizOlx5vQ4c1qcNz3OnIkoErbbr776Cr/88guOHj2qdClB8V7uUaPRKFhJ7eBwOPDZZ5/55M5q1vr167Fjxw752mCs5jkcDqxZs0aYMYdIIPL7pmTdunX47bffsHfvXqVLqVQk7K+oFQ+iRxi3242jR4/C7XYrXUrIvN/ERPljFzlvUXHm9Dhzepw5Lc6bHmfORCT6dut9AnJxcbGClQTPbrfLt/kE6prndruxc+dOjBo1Crm5uUqXUytcvnxZ6RJqnZKSEmzZsgXz5s1TupRaQ9T3zUBEWHpY9P0VNeNB9AgTFRWF0aNHIyoqSulSQuY9iC7K2k0i5y0qzpweZ06PM6fFedPjzJmIRN9urVarfNt7cFrNvGefu1wuBSsJjdvtxoYNG7Bv3z6lSwlJVFQUSkpKAADbtm1TtphawntZpZMnTypYSe1x/PhxeDwe/P7770qXErLjx4/j888/F+ZAqETU902J90FcESZ8ir6/omY8iB5hHA4HPvroIyH+sP2JOIguct6i4szpceb0OHNanDc9zpyJSPTt1mKxBLytZt51ivL5AABycnLw448/Yv369bhy5YrS5QTNe9sWYc18b7m5udi7d69QB1sA38G5RYsWKVhJ6M6cOYPDhw8rXUbIROpL/H399dc4cOAAPv74Y6VLCYmo75sS7wPPIvQxou+vqJlY74ysUh6PB7m5uUKe7uj9ZiZCxwSInbeoOHN6nDk9zpwW502PM2ciEn279R6QFuWDtffAhSg1A76fa4qKihSsJDTe2/auXbuE+UwGAPPmzcMXX3yBPXv2KF1KleXn5wu1/MLSpUuxZs0a5OTkKF1KSLy36+PHjytYSeguXboEADh//rzClYTGu28R8foW3u+fIuwDiL6/omY8iB5hjEYjnnvuOSGvFuy9wyDK0WGR8xYVZ06PM6fHmdPivOlx5kxEom+3Ip716W3Hjh149913hZhF7z1wIdKgqPe2XVJSgu3btytYTdV89dVX2LRpk9JlBM1/xr8oF/319sEHHwhxsUWJTqeTb8+ePVvBSmoP774lNzcXb7/9Nk6dOqVgRaHxXg5NhPdP0fdX1IwH0SOM3W7HokWLhFnn0Jv3EWFRZpqInLeoOHN6nDk9zpwW502PM2ciEn279f7gL8IgAACYzWb59vnz5/HLL79gy5YtClYUHO+B8//9738+BzDUzH/bFnHNaADYs2ePPGNX7fwPsnzwwQcKVVJ1JSUl+OKLL5QuI2j+Yw2iztYV6e/Tv285duwY5syZo0wxVeA9ViXC+6fo+ytqxoPoTDVEnInOGGOMMcaYCEQbBAACL/HoPbCuVt6Dcvn5+Vi3bp2C1VTdgQMHkJeXp3QZVSLq4FF+fj4KCwuVLiOi+R+4WLFihUKVVM+HH34ozJkugeoUZeIk4PueKVLdLPx4ED3CGI1GDB06VMjTNrw7VlHW3xM5b1Fx5vQ4c3qcOS3Omx5nzkQk+nYr4iB6oItbei/FoFb+A0aiLFsQaNsWdYCxpKREiO080Db+2muvKVBJ9RUWFgoxq9s/8++++06Ig3OBFBcXK11CUAwGg9IlVIto75+i76+oGQ+iRxi73Y65c+cKeeRdtI4JEDtvUXHm9Dhzepw5Lc6bHmfORCT6diviTLpAWYs4iG42m/HDDz8oVE3wAuX9888/49y5cwpUUz0rVqzAv//9b6XLqFSgGbput1v1F0gNNFg+e/ZsfPbZZwpUE5pA/d97770nxAEAf4sWLRJiuSjvNcVFJNpYlej7K2rGg+gRRqPRICkpScgrHou4nIvIeYuKM6fHmdPjzGlx3vQ4cyYi0bdb0QYBgMADjHa7Hb/99puqlzEINBi3ceNGVdcMlL829L/+9S8hB8GuXLmidAmVKq8/WbZsmaqX0ilvWzl8+DBxJeHx22+/CXG9BX9FRUXYsWOH0mVUqrzt5bfffhPiYtGiHYQWfX9FzXgQPcIYDAY89thjQp4uI+Igush5i4ozp8eZ0+PMaXHe9DhzJiLRt1vRBgGAwEtdbNu2DXPmzMHOnTsVqCg45Q2Wz5kzR9WzRgPlLRk7dqyqay/P1q1bcejQIdUewKgs8xMnThBWE7yK8tyzZw9+++03wmpCU97A4po1a4QYkPa3Y8cOHDlyROkyKlTeGURz5szB4sWLiasJnWgHoUXfX1EzHkSPMDabDdOmTRNyB8e7YxJlx17kvEXFmdPjzOlx5rQ4b3qcOROR6NutaIMAACrM+rvvviOsJDTlDTAWFRVh2rRpuHr1KnFFwSkpKanw/1544QVcvHiRsKLq++677/DZZ5/hq6++Qk5OjtLllFHZtcDeeustTJo0Cfn5+TQFBamipU82bdqEjz/+GAcPHlRd3UDFF5396KOPsHDhQmGu0Sb59NNPsW/fPqXLKFdFs81//vlnwkqqRrSD0KLvr6iZXukCWHhptVrccMMNFR7RVisRLywqct6i4szpceb0OHNanDc9zpyJSPTtVsRB9IrExMQgOzsbjRo1Ut066ZWtrTx37lzcfffd6Ny5s6pqD2ZN6DfeeAPJycno27cvWrdujejoaILKqm/37t3YvXs3brzxRsTFxeG2226DVqtFTEyMonUF059cuHBBvthomzZt8Ne//hWpqamoV6+eYttPMDP7165dCwDo3LkzYmNjceutt8LtdsNkMtVwddXz008/4Z///Ce6du2Krl27IjU1VYhlMdavX48ff/wRAwYMQEJCgqpqrqxvuXTpEurWrava/kS090/R91fUTOMR8eoJAigsLER8fDwKCgoQFxendDlCmDdvnnwUsnPnzsjMzFS2IMYYY4wxleB9y2s4i6r55ptv8O233wIoHYB+6aWXFK6ocrt378by5csrfEz//v1x5513ElUUnEOHDgV9gcXk5GR06dIFycnJSElJUXRQPT8/Xx6sDVVCQgLi4uJQv359+ctgMECn08mDeRqNRr6t1Wqh0WgqHVwLdiBww4YNVarbW0xMDGJiYlC/fn1otVpotVq43W7o9foydfrXVdUBy0OHDuHSpUtVrtm/hoYNG0Kv18NoNMr36fV6uN3uoDIPth1utzsss8wNBgMaNmwIk8kEvf7aHE+dTudTZ7jyBoBTp05VeZmclJQU1KtXD3FxcahXrx7q1q0Lo9Eob+cej8dn4DKYQcxQ2hLsdq7T6dClSxekpaWhadOmMJlMig6qB9O33HTTTRg+fDhRRaHZu3cvvvjiC/n7cePGqeogBau+YPcteSZ6hLFarZgyZQpee+011R/h9Sfa0T1A7LxFxZnT48zpcea0OG96nDkTkejbrYj72sGcir569WqYzWbccsstaNSoEUFVlQtlntqlS5fw+eefl7k/NjYW8fHxiImJgU6ng06nk9e39R6UrkiogzxFRUUhPd5bfn4+8vPzcfbs2Sr/jupISUmp9u8wm80wm83Izc0NQ0XBKSgoCNvv8ng8uHDhQth+X0U0Gg2Sk5Or/XscDgf++OOPMFQUvOLi4ir/7MWLFxVd0ijY7dzlcpW7vntKSgpiY2Oh1+uh1+uh0Wh81s4Od78CBJf54cOH8c033yApKQk33XRTyM9Rk/zfM10ul89BH7URfX9FzdT7qrMq0ev16Nq1q6r/oMsj4oVFRc5bVJw5Pc6cHmdOi/Omx5kzEYm+3XrvX4uyrx2sDRs24Mcff8QNN9yAtm3bolGjRoiNjVXsomrhuIhlSUlJhWuU14RwbRcxMTGoV68eDAZDwEE6j8cDj8cDt9tdpQG5QAcpqjsY/ac//Qkulwv169dHSkqKvG62NJM4UJ3+dVTlJP/t27dX68BDVFQUkpOTERMTg8TERPm2VquFwWCAVquF0+mU2yFl7t0eqe5Q6rfZbPjmm2+qVLNOp4PL5cJNN92E4uJiNGrUCPXq1ZMzl2ah+2cejrwBYP/+/dVeh1ur1aJevXpyPyNlajQaffKsTl9QE9s5AEUOAgS7XO/q1auh0WjQs2dP1KtXD+np6QCg+LJL/vU7HA5V7wuIvr+iZpxohNHr9bj77ruVLqNKRB1EFzVvUXHm9Dhzepw5Lc6bHmfORCT6dus9COB2u+F2u1FQUICCggI0a9ZMlaemh1KTNEN0+/bt8n1NmjRBfHw8TCYTjEYjYmNj4fF4EB8fD6fTCZfLBZfLJQ+A+c/w9n7+YGqRHlOd5TmSk5Oh1+vlpVGio6Oh0+ngdrvlgUXpc1OggUZJsAOM3o/Lz8/Hl19+GdTPpaSk4Pbbb0erVq1Qv359eeBWKW+88UZQj8vMzJSX4lCDn3/+OahBdJ1Oh+HDh6N169aqWEe/sLAwqEH02NhYDB48GCaTCXXr1iWorHIXLlwIehC9TZs2SE9PR7NmzZCQkAC9Xi/Edu7PaDTCZDKhadOmMBqNclukfs/lcsn9iXSQK5gDR+Xxf1xRURE2btwY9M9+/fXXAEoH1QEgKSkJderUQXJyMhwOBxITE2G321GvXj14PB65PwfKHvjyP2gUSl8u8T8g63Q6UVhYiNzcXDRv3lx1a4+Lvr+iZjyIHmGsVivGjBmDyZMnC3fahoinmIqct6g4c3qcOT3OnBbnTY8zZyISfbv1n0lnt9uxaNEimM1mPPTQQ2jbtq1ClZUvmOVcKnLu3DmcO3cuTNUELzo6Oqj1+ps3b46OHTsiLS1NFQOMx48fr3QQ/d5770WPHj0UnxkaqrFjx6puoAuofIauwWDA5MmTVbF9eAtmMFWt60YH06/84x//wE033aSKAxahio6ORseOHdGuXTvExcUpdkaOtzNnzgQ9iB5Ibm4ucnNzcfr06fAVFYIHHnjA53un04mPPvoIubm5uPvuu9GlSxdF6iqP6PsrasaD6BFGr9ejb9++Qp62IepMdFHzFhVnTo8zp8eZ0+K86XHmTESib7f+ywpcuXIFZrMZQOlgsxoH0asjISEB9erVQ0xMDGJjY30u/mexWKDX66HT6aDVan2WX/AeHCxvoLCyAcT8/PwK19W+4YYb0LdvX0RFRVWhZTWnsnaNHTtWNevOB6t9+/bo1q2bKgfQgYovPNmuXTs89dRThNUEr6JlSgYOHIjU1FRVDqADFdeekJCAsWPHIjo6mrCi8Hn88cdx3XXXqS776tQjXR+iXr160Gq1SEpKgtVqRZ06dVBQUCD35dIBD+9+vLKliqo6s95isch9/KlTp1Q3iC76/oqacaIRRlr7SESiDqKLmreoOHN6nDk9zpwW502PM2ciEn279Z/x6j3Ie/XqVepywq5169a47bbb0LhxY3kZFKXs2bMHmzZtCvh/9957Lzp16kRcUfVNmTIFCQkJSpdRLr1eH/AzZJcuXVRdd3mDi82bN8c//vEP4mqCV9FAdMuWLVU9eFde7XXq1MHEiRNVXXt54uPj8Y9//EO1Z4iEMojerl07JCUloXv37vLa80r74osvfL73fv+kvnZFMETfX1EzdR6OZVVmtVoxYsQIWK1WpUsJmf9yLi6XC+vXry93B1QNRM5bVJw5Pc6cHmdOi/Omx5kzEYm+3foPHOXl5cm38/PziasJjnShwYrUqVMHgwcPxvPPP49OnTqhSZMmis8iLW+Q7rbbblP1ALrFYgl4/4svvqjqgWig7EzRHj164Nlnn0VycrJCFQWnvG3lpZdeUt1sYm+BZvBmZGQgKytL9YPQ5S3nMmHCBNXXXp7nnntOtQPoAIJ630xOTkbXrl3x1FNPoV+/fkhMTFTFADog3vun6PsraiZmD8HKZTAYMHToUFWsexUq/5nox44dk9fNateunSpPHRQ5b1Fx5vQ4c3qcOS3Omx5nzkQk+nbrPwhQVFQk3y4sLKQuJyiVDSLWr18fkydPJqomeIEGRtu3b49evXopUE31pKWloWXLlkqXUSn/zLt27arqQWhJoBoff/xx1dceaBu/4YYbFKgkdIEOAAwePFjVg9BA+UuPvPDCC6pdrkgSTH0TJkyo+UKqqKL3T7PZDKfTqaoDMKLvr6iZuv/SWMh0Oh1uueUWIS+A4T+I7n1aqfeRPjUROW9Rceb0OHN6nDktzpseZ85EJPp267+cS3FxsXzbZrPBbrfj4sWL+PHHH1WztGJl69U+9NBDRJWEJlDdd9xxh5ADo1lZWQpUEhr/teyB6q3BTCnQ4KLa1lcOpKLlXNTOvy9MTk5G586dFaomeIH6lZSUlKAuYqxmGo1G9UuP+G/v3u+fQOmgel5eHvbu3RvUGVQ1TfT9FTXjQfQIY7FYkJmZWe6peGrmv5yL94yYK1euKFFSpUTOW1ScOT3OnB5nTovzpseZMxGJvt1WNghw+fJlLFmyBBs2bMC3335LWVq5yhuMuPXWWzF9+nR06NCBuKLg+Gfdr18/1SxLUBH/bdtgMMBoNCpUTfCCvTigGvkP6Pbt21eIAwAiD6L79ysiHOACymZuMpmQmZmpTDEhquh9c/r06Rg4cCBhNaGr6CA0ULqky7Jly/DFF1/gyy+/pCwtINH3V9SMB9EjjNFoxOjRo4XY2fHnPxPdexBdjetMAWLnLSrOnB5nTo8zp8V50+PMmYhE324rG0Q/ePCgvFbw/v374Xa7ceHCBezfv7/cNYSVYrfbUbduXaXLKJd/1n/5y18UqqR6xo0bp3QJQfHPu3nz5soUUgX+M9HvuusuhSoJjf+Bi7/+9a8KVRI67+1Fr9ejW7duClYTPP/tvGfPnjCZTApVE5qKZkTXqVNH9cvRVPb++euvv8pLvBw6dAh2ux2XL1/Gvn37YDabyeqUiL6/ombqWbSHhYVOpxNmLTJ//oPo3lc59u+k1ELkvEXFmdPjzOlx5rQ4b3qcOROR6NttZTPpfv31V/l2SUkJdu3aha1bt8LtduPHH3/Eww8/jP379yM3NxcNGzZE06ZNUVxcjMLCQuh0Ouh0Ouj1evm2Tqer9uzO3NzcgPc7HI5q/d6aJurMaP+BosTERIUqCY133iNGjBCmbsB3EN1gMAgxIxq4tq3Uq1cPTzzxhOovPOvNuy+84447hFnywr9fiY2NVaiS2ieYQXSJ0+nE7t27sWPHDjgcDuzcuRMDBw7EkSNHcOHCBTRo0ADNmjVDSUkJCgsLodFo5PdO7/fQcPQFeXl5qr+4smh4ED3CmM1mZGZmYunSpaq/MIY//+VcvK8k7D2griYi5y0qzpweZ06PM6fFedPjzMXw7bffYsaMGdi3bx8uXLiAzz77DH379q3wZ7Zt24asrCz8/PPPSE1NxZgxY8qcbj5v3jzMmDEDOTk5aNeuHd555x0h1qMVfbv1HwTwH5CRBgU0Gg08Hg++/vpr+f8uXLiAefPmyd8fP368Biu9xvvibRK9Xo/777+f5PmryjvrJ554QsFKQuN96r8Iy89IvPNOSEhQ/axWb97XH3jhhRcUrCQ0UuYajUaobQXwXc5FpLMWvLfztm3bonXr1gpWE5pAy4potVr069dPgWpC538QurL3z2+++Ub+vytXrmD+/Pny98ePH8fOnTtrsNprunbtip49e5I8V23Bg+gRxmQyYebMmcKc1uPN+03B7Xb7DKKrdSa6yHmLijOnx5nT48xpcd70OHMxlJSUoF27dnjyySfx8MMPV/r4U6dO4b777sPTTz+NDz/8EFu2bMHQoUPRqFEj9O7dGwCwcuVKZGVlYcGCBUhPT8ecOXPQu3dvHDt2TPWzpUTfbqVBAOlDvqRBgwa4fPmy/H3Pnj3lAXSdToeMjAysX78ehYWFaNy4Mdq0aYNz584hLy8PdevWRXx8PDweD1wuF5xOJ1wul/xVmcpmbJ85c8bnVPi+ffuie/fuqj9FXWpXeno6rrvuOoWrCZ73zMdRo0YpWElovD9HijSADvhmruYlivxJ27hoeQPXar/55ptVe12FQLz7S1HWzpf4z/Y3Go148803Vd+XS6Q+RqvV+vQ3SUlJPmdMeb9/AsDAgQPx1VdfIS8vDw0aNEC7du2Qk5ODS5cuoU6dOoiPjwcA+T3T+z20MpW9f1qtVqHOyhEFD6JHGK1Wi7S0NKXLqBL/2THeO8xqHUQXOW9Rceb0OHN6nDktzpseZy6GPn36oE+fPkE/fsGCBWjRogXeeustAMCf//xn7NixA7Nnz5YH0WfNmoVhw4ZhyJAh8s9s2LABixcvxujRo8PfiDASfbuV9rWjoqJ8Jqt4D6JrNBp06tQJhw8fxsWLF9GzZ0/86U9/wj//+U8UFxcjPj6edOBm5cqVyMnJkb/X6/VCDLp4D7iIRKq7S5cuQs0uFnkQXRoIS01NFWrAS9RtHLh2QLFbt25CDUR7b+ci1Q2UHfD1eDxC9OUSKXuj0ejz/pmcnOwziP6Xv/wFJ06cwKlTp/DXv/4VrVu3RqtWrVBUVET+/slqhng9HquQ2WzGAw88oMjFC6rL/2ib9xIuJSUlcDgcmDdvHubPnx/UkTkKIuctKs6cHmdOjzOnxXnT48wj065du9CrVy+f+3r37o1du3YBKD2Fft++fT6P0Wq16NWrl/wYtSoqKsKqVavw97//Xbjtdt++fdi8eTMuXrwIoHQQ3VuDBg3k24mJiTAajRg2bBheeOEFdOnSBUDp4HVCQgLpAEB2dja2b9/uc58oa41L27NoA4zSkgui5Czxrle0QSppfX8RlrTy5r2ci2ikzL2X0hHByZMnAYjXr9hsNqxZs8bnPlH6mMOHD2Pz5s04ffo0gLLvn0lJSfLt6OhoxMXF4fHHH8fIkSPlfR2dTkf+/nn27Fk8/vjj2LBhA9lz1hZi/fWxSkVHR2PJkiWIjo5WupSQVTSIXlxcjB9++AE///wzjhw5gp9++om6vIBEzltUnDk9zpweZ06L86bHmUemnJwcpKSk+NyXkpKCwsJCWCwW5ObmwuVyBXyM92xjfzabDYWFhT5fwLV1be12u89taYDEZrPJt61Wqzxg4n9b2ge1WCzybbPZLA8Smc1mlJSUYNu2bUhOTobJZILH45EH091ut3zb5XLJA5Eul0ueseZ9vR/v2w6HAzabTb5dE206cuSIz0EK/0GA+vXry7eliwNKFzpTsk3Z2dnw5/F4KnydPB6P/Np436Z+nbyzru62R9kmaZDHYDAE/TqpoU3SY7RabY3/PYW7TdJgosFgUKyPqEqbpJ/RarWq7PcqapP0f9HR0UL15ZcuXQJQ2q+osd8rr01ms7nMRaLdbrdq+r2K2vTrr79i165dPjPRvTVq1Ei+XbduXVitVng8HsTHxyvaJovFgri4OPzwww9Bv05q6MuV7iOCIfwg+rfffosHHngAjRs3hkajwdq1ayt8/Jo1a3DXXXehQYMGiIuLQ5cuXfDll1/6PGbChAnQaDQ+XzfccEMNtiK8RLzQkcfjKbPheh8Zdrvd+Pnnn+Xvva9+rDQR8xYdZ06PM6fHmdPivOlx5ixYU6dORXx8vPyVmpoKAFi8eDEAYPny5Vi+fDmA0uVhVq9eDQCYPXu2PAtrypQp2Lp1KwBgzJgx2L17NwAgKysLBw8eBAAMHz5cvmBmZmamPIibkZEhD9xbLBZYLBbk5eUhIyMDQOlgr3Tx1OPHj2P48OEAgIMHDyIrKwsAsHv3bowZMwYAsHXrVkyZMgUAsGHDBsyePRsAsHr1aixYsCDsbfK/oJv/IMC4cePkdVmlz0VqaNOKFSvgz+PxVPg65eXlwWKxICMjQ9HXSafTISUlBR06dKj2tkfZpuuuuw5JSUny89fU31O42/TOO+/gtttuQ2JiYo3/PYW7TT///DO6deuGvLw8xfqIqrTJZrMhNzcXbdu2VWW/V1Gb0tPTUVBQgKioKKH6coPBgC5duuDXX39VZb9XXpsmT54Mf6L05ceOHfOp23spF6B0Jro0eHvLLbeopk3S2QoFBQVBv05q6MuV7iOCofGIch5FOb744gt8//336NChAx5++GF89tln6Nu3b7mPHzlyJBo3bow777wTCQkJWLJkCWbOnIk9e/bg5ptvBlA6iP7JJ5/4XBBAr9f7nKpRmcLCQsTHx6OgoABxcXFVbl+ozGYzMjIysHLlSqE+nLrdbjz77LMVPiYmJkY+kpWYmIg33ngDe/bsgV6vR8eOHRU5lUzUvEXGmdPjzOlx5rQ4b3qceeiU2reUaDSaSvez77jjDtxyyy2YM2eOfN+SJUswcuRIFBQUwG63IyYmBp988onP7xk8eDDy8/Px+eefB/y9NptNnpEElGaRmpqKy5cvIykpSZ6VZDQa5dm0BoMBNpsNWq1WnuGp1+uh1+vL3DYYDNDpdLBYLDAajdDpdDCbzTCZTNBqtTCbzTCbzRg3bhzcbjfeeustxMTEwGKxICYmBm63G1arFTExMXC5XLDb7YiOjobL5YLD4YDJZILT6YTT6Sxz2+FwwO12IyoqCg6HQ14nNpxt+vTTT3HixAk5v5YtW/p8/+KLL8JmsyE/Px+NGjVSTZt++uknLFy40Gdb6Nu3L26//fZyXyfp7BaLxeJzWy1tqsq2R9kmp9OJ/v3748MPP0RCQkJEtEntr1NBQQEGDx6MDz/8EEajMSLapPbXyWw2o3///li9erVQfbmor1NJSQleeumlMu/tb731lurb9Omnn+LIkSNyzdddd528rI70/mk2m3H16lVcf/31sFqtqmjT77//jnfffRf169fH5MmTa+22F0qbpOu+VLafLfwgurdgdu4DufHGG5GRkYFx48YBKB1EX7t2LQ4cOFDlWpT6oCOd4hgdHS3U+mQOhwPPP/88gNLX0Xuz9B4899ajRw/5CNPDDz+MXr16oaioCADdlc09Hg8++eQT/PLLL8jKyhLqiuqiEnUbFxlnTo8zp8V50+PMQyfCIPorr7yCjRs34vDhw/J9jz32GK5cuYJNmzYBANLT09G5c2e88847AEonUqSlpeHZZ58N+sKiSmRx9epVvP7669DpdJg7d65Q2+3HH3+M3377Tf7+xhtvlM/wNBqNePXVV5UqrUJHjx7F3Llzfe4bO3asz+nzLLy4b6bHmdPjzGl5PB4888wzPvc9+OCD8gXH1ezzzz/3GRf0fv8EgNdee01e/kpNTp06hRkzZsiD6Kxywe5bCr+cS3W53W4UFRX5rAUIlJ5u0LhxY1x33XX4+9//jrNnz1b4e9SwVqO0BlFubq5w6xF5rx9Y0TqNANCwYUMAkAfQAWDt2rWYP38+Xn31VYwePRrvvfceduzYgfXr12PVqlXYunUr9u/fj/379+PQoUM4fPgwjh49ij/++ANnzpzB2bNncenSJZw/fx45OTm4cuUKLl26hMuXL6OgoAC5ubm4cuUKiouLkZeXJ6/tmZ+fj2+++QYXL17EypUra+W6UUq0KT8/P+LapPbXyWw2R1yb1P46idiXi/w6Se/bkdQmtb9O3JfXzFqN4VRcXIwDBw7IHyBPnTqFAwcOyPvFr776KgYNGiQ//umnn8bJkyfx8ssv4+jRo5g/fz5WrVqFF154QX5MVlYWFi5ciGXLluHXX3/F8OHDUVJSgiFDhpC2LVTSqdFKvRbV4T9IZDKZAt5WG2lNdgDo168fJk6cyAPoBAJNXmI1izOnx5nT8X4Pat68OcaOHYu7775bwYqC538RV+/3TJ1O5/M+pSYi77OoXa0fRJ85cyaKi4sxYMAA+b709HQsXboUmzZtwr///W+cOnUKt99+uzzLORA1rNWYl5eHK1euoFOnTrhy5YqQ6xEBpZ2RRK/XIzY2Vv4+NjbWZyaN2+3GjTfeCLfbjSNHjsDtdsPj8eDAgQP46KOPsHHjRmzbtg2ffPIJFi1ahEWLFmHBggX497//jblz52Lq1KmYPn06pk2bhgkTJmDy5MmYOHEixowZgwkTJmD8+PF49dVXMW7cOIwZMwYvv/wyxo4di9GjR+PFF1/E66+/Lteyf//+WrluFHWbLBYL+vTpg/fffz9i2qT21+n555/HkCFDsH379ohpk9pfJ9H7ctFep9GjR6Nfv36wWCwR0ya1v07cl9fcWo3h9OOPP+Lmm2+WlzzMysrCzTffLJ+9eeHCBZ+JJi1atMCGDRvw1VdfoV27dnjrrbewaNEin9lmGRkZmDlzJsaNG4f27dvjwIED2LRpU5mLjaqN9IHU+0CMKPwHAbwv6Os/eUVN/D8ThLK0Jqsai8WCIUOGlFlHn9UczpweZ64cj8eDRo0aCXMGgH+d3ksQRkVFqbYd0oQOaUIGC59avZzLRx99hGHDhuHzzz9Hr169yn1cfn4+mjVrhlmzZuH//u//Aj5GDWs1irwekcPhkE/hTUpKkq/eXKdOHfz5z3+WryrcokUL3HvvvZg3bx4A4P7770f37t2xYsUK5Ofn45577kFsbCy2b9+OoqIi1K1bF1FRUSgsLEReXh48Hg90Op08U0xqm/QlXSHd+wuAz+3yNGzYUD7NN1JfJ24Tt4nbxG3iNnGbuE3qXquxNlBiOZfi4mK8/PLLAIB33323zMC0mn3yySc+p5/ffffd2Lx5MwAgNTUVTz75pFKlVejs2bOYNm0aAODJJ59Ex44dFa6IMcZYVYwYMQJA6XhOoPXR1Wrjxo3yWBTg+/5Zv359/POf/1SqtAqdO3cO//rXv1CnTh28+eabSpcjhGD3LdV57gGBFStWYOjQoVi9enWFA+gAkJCQgOuvvx6///57uY+JiooKOJPDaDT6/Ot/2/tnyju10vu298wR76Ng0m23243c3Fw0bdoUWq1Wvt/7tk6nk3+PTqeTZ3lIH+L8b3uv8eR9O5xt8l7Oxfs5oqKifNYZT0pKwo033ojBgwejsLAQPXv2hFarLbPz731qcTj5D7C7XC75FGWNRiNnWdnrVN5ttb9OamiT2+1GTk4OmjZtGjFt8m+H2tqk0Whw9uxZNG3aVH4u0duk9tdJ1L68ojaVd1sNbTIajcjOzvbZxkVvk9pfJ+7Lq9YmphzvQXOn0+nz+qqd/0w57+1LlOVcRDpoITK32y2/H3LmNDhzepy5ctQ6c7s8FZ3Jpeb3Twkv5xJ+tbLH+PjjjzFkyBB8/PHHuO+++yp9fHFxMU6cOCHEGnxWqxWjRo2S1+wUhfTH7b+uVFRUlM+a6I0bNwZQuuTOXXfdRf6mp9FooNVq5Tq9T4+JoJM6VE3UbVxknDk9zpwW502PM2ei8d7nFG0JAP/9Ze8DM94DAmrjvZwLDwTQ4L6ZHmdOjzNXjmh9eUXLuaj5/VOapCpa3iIQfiZ6cXGxzwxx6YJH9evXR1paGl599VWcO3dOXp/yo48+wuDBg/H2228jPT0dOTk5AEr/AOLj4wEAo0aNwgMPPIBmzZrh/PnzGD9+PHQ6HR599FH6BoYoJiYGq1atUrqMkEmD0Vqttswgelpamvx9s2bNyGuriHcnyoPoNETdxkXGmdPjzGlx3vQ4cyYa74FoNa8jHkhFM+m8z/hUG+/PBN7XSGI1h/tmepw5Pc5cOd4HR0VQ0UFoNZ8pKNXGY1ThJ/xM9FAvePTee+/B6XTimWeeQaNGjeSv559/Xn5MdnY2Hn30UbRu3RoDBgxAYmIidu/ejQYNGtA2rgpcLheOHj0q3AUEvGei+5/+3KJFC3Tq1Am9evVC69atlSoxIJ6JTk/UbVxknDk9zpwW502PM2ei8Z6N5nQ6FawkdP4z6bzP8lTzLDXvwRbRlgAQFffN9Dhzepy5ckQbM6loEF3NZ6VJOav5PV5Uwg+id+/evcw61R6PB0uXLgUALF26FNu2bZMfv23btgofD5Sul37+/HnYbDZkZ2djxYoVaNmyJW3Dqshut2PatGnyha1EIf1xSxfdkkRFRUGn02HIkCF4+OGHVbcDLVrOkUDUbVxknDk9zpwW502PM2ei8f4gbbPZyn3cTz/9hM8++wzFxcUUZQXFf/85KioKycnJAIA///nPSpQUFF7OhR73zfQ4c3qcuXJEG0T3f//U6XS47rrrAAAdOnRQoqSgSAeIKnvv3LVrF9atW8dLG4VA+OVcmK/o6GifAwKi8F7OpbwLcamR9+mwHo8HxcXFqFOnjoIVRT5Rt3GRceb0OHNanDc9zpyJxnsQvbyLihYVFeH999+H2+2G1WpVzVKQ/jPptFotMjMzcfXqVfl6Q2rkvZyLCBdwiwTcN9PjzOlx5soR7UKugd4/MzIycOnSJTRp0kShqioXzHIuOTk5+O9//wug9P22T58+JLWJTqwtmFXK5XJh//79wp2aVNFyLmrmnfPly5fx8ssv49ixYwpWFPlE3cZFxpnT48xpcd70OHMmGo1GI89Iky7Y5e/o0aPyPu3BgwdVM+POfxBAo9EgOjpa1QPoAM9EVwL3zfQ4c3qcuXLU8r4YLP/3T2m8qmnTpqpbJcFbMMu5HDlyRL594MCBmi4pYvAgeoRxOBxYtGhRuTv3auW9nItIg+iBcv7ggw8UqKT2EHUbFxlnTo8zp8V50+PMmYikD9PlLQFw7tw5+XZhYSGuXLlCUldlvAcBtFqtqj/4e/OeiS7aOvSi4r6ZHmdOjzNnwQo0E10E3geIyhtIz87Olm+fO3euwqXq2DW8nEuEMZlMmD9/vtJlhEzU5VwC1ZeXl6dAJbWHqNu4yDhzepw5Lc6bHmfORKTVauFyuXyu3+Pt4sWLPt+fP38eiYmJFKVVyHvQXJQBAMC3VrV/JogU3DfT48zpcebKEek9CCi7Jroo9XtfANXtdges+9KlSz6PuXjxItLS0kjqE5kYWwALmtPpxI4dO4SbrSHqci589JqeqNu4yDhzepw5Lc6bHmfORFTZci7SzHNpX9b7A6qSvD88ey+RIoLk5GTodDqkpKQoXUqtwH0zPc6cHmdOr3v37gCA+++/X9lCQhRoORcRBDMT/erVqwAgTwzwnwjAAuNB9AjjdDqxdu1a4d4QRJ2Jzlf0pifqNi4yzpweZ06L86bHmTMRSR+myxtElz6Q3nDDDQDU84HUfzkXkbz00kswGo3C1S0q7pvpceb0OHN6f/vb3xAdHS3cTGdRl3PxHjgPNIjudDpRWFgIQH37LGonxhbAgmYymTBz5kzhrmBf3pro3qehqJF3rd4OHTrEs9RriKjbuMg4c3qcOS3Omx5nzkQkfXgOtJyLy+VCcXExAOD6668HoJ4PpN6no4syi04SGxuLt956i/sKItw30+PM6XHm9Ewmk5B9uff7p/cFxtXOexwt0MVcCwsL4fF4oNPp0LJlSwDqOXtO7XgQPcI4nU5s3rxZuKOq3su5JCQkyPd731aj8maiL1iwAJ988glxNbWDqNu4yDhzepw5Lc6bHmfORFTRci4lJSXyY1q0aAFAPR9IRZ6Jzn0FLc6bHmdOjzOnJ2rmor5/VjYTXdpniY2NlZdLU8uBf7UTZytgQRF1fS/v5Vy8L8BUr149pUoKSkXLuXz33XeEldQeom7jIuPM6XHmtDhvepw5E1FFy7lIH0ijo6PRoEEDAEBBQYEqlv4TdRAA4L6CGudNjzOnx5nTEzVzUa8pUtma6GazGUDpILq0z5KXl0dTnOD0ShfAwstkMmHixIlKlxEy7+VckpKS5Pvj4+OVKiko5S3nwmqOqNu4yDhzepw5Lc6bHmfORFTRci7es7piY2NhMplgtVpx5coVNGzYkLROfyIv58J9BS3Omx5nTo8zpydq5t7vnyIdhPZezqWymej169cHUDqwbrFYEB0dTVOkoMTZClhQHA4H1q5dK9x63N7LuURHR+PVV1/F66+/rvodfZvNVuH/v/rqq/jxxx+JqqkdRN3GRcaZ0+PMaXHe9DhzJiLpA3Sg/T/vWV0ajUb+UKqGmV0iz0TnvoIW502PM6fHmdMTNXNR3z8dDod8ACDQmujSIHpMTAxMJhPq1KkDAMjNzaUrUlDibAUsKG63G0ePHg14tEnNvJdzAYDU1FQ0adJEyZKCUtnpSAUFBVi8eDFRNaHZv38/3n//fRQUFChdSkhE3cZFxpnT48xpcd70OHMmIukDqfdp0hLvD6QA5DMreRC9erivoMV50+PM6XHm9ETNXNTlXNxutzx4XtlMdADykspq2GdRO7H2oliloqKiMHr0aERFRSldSki8l3MRiV4f3IpIL7/8MtavX1/D1YRmxYoV2LdvHxYuXKh0KSERdRsXGWdOjzOnxXnT48yZiKQP0IH2/8r7QKqGWV0iL+fCfQUtzpseZ06PM6cnauaiLucSFRUlLz3Mg+jhJc5WwILicDjw0UcfCXeajPdyLiIJ9mJRxcXF2LhxI9566y2sW7cOZrNZ8QtNFRcXAwDOnz+vaB2hEnUbFxlnTo8zp8V50+PMmYikD9OB9uHU/IFU5Jno3FfQ4rzpceb0OHN6omYu6kx0h8MhnzUXzCC6ms6eUzu+sGiE8Xg8yM3NDbjukZr5L+ciikCn81bkxIkTOHHiBL744gtERUWhefPmMJlMaNmyJZxOJxo3bozCwkLUr18fFosFderUgcfjgcfjgVarhVar9TkaCqDM9973BfNY0Yi6jYuMM6fHmdPivOlx5kxE0n5qRR9I1b6ci0iDAAD3FdQ4b3qcOT3OnJ6omYt6EFoaQwIC77N4X8cFgHwdFzWcPad2PIgeYYxGI5577jmlywiZqMu5VOeDiM1mw7FjxwAABw8eDFdJIbNarXA6nUEvTaM0jUaDm2++GUVFRfIsL1azRO1XRMaZ0+K86XHmTETSfmqg/b/yPpDyIHr1cF9Bi/Omx5nT48zpiZq59/unKOMlQGne0dHRKCkpCWkm+pUrV+iKFJRYI5asUna7HYsWLVJ8qZBQibqci81mq/bv0Gg0qFevHv785z8jOTkZN9xwA1JSUtCyZUs0bNgQjRs3RuPGjdGwYUMkJyf7fDVo0KDMV1JSEpKSkpCYmOjzVb9+fZ8vb++8806120Fl48aN+Pjjj/HGG28oXUqtIWq/IjLOnBbnTY8zZyKSzugLtP8nDaL7z0QvKSmB1WolqjAw7/1rkQYBAO4rqHHe9Dhzepw5PVEz937/FGmsym63y/sqgQbRLRYLACA6OhqA7xJ0op0tQE2svSgWsURdziXUq0s3bdoU6enpqFevHlq3bg2Px4M6derUUHUVGzFihHz7+PHjsNvt8sUn1Oz48eMAAKfTqXAljDHGGKtNpP3UQB8wpQ+r0kXTTCYTYmNjUVJSgtzcXDRt2pSuUD+iDgIwxhhjShL5ILR04D/QPot0cN9kMgG4dvaczWZDcXEx6tatS1SleMTaCliljEYjhg4dqnQZIasNy7m8+uqrSExMlGcoqY3ZbBZiED0S1nUXjaj9isg4c1qcNz3OnIlI2u8LtL8qDaJLH0iB0pldJSUlyMvLU80gumiDANxX0OK86XHm9DhzeqJmLupBaKPRiNjYWOTn5wec+Ol/4N9gMCA+Ph4FBQXIy8vjQfQKiDViySplt9sxd+5c4U6TieTlXPr06YPx48cjNTVVtQPoADB27FgUFxcrXUal+PQieqL2KyLjzGlx3vQ4cyYi6UB+oO3W/wMpoJ6Li3oPnIu2r819BS3Omx5nTo8zpydq5qK+f9rtdnnd82AG0QH17LOoHQ+iRxiNRoOkpCThZuuKupxLMAO6DzzwAFJSUgiqqR6Xy4Xt27crXUalvLftLVu2KFhJ7SFqvyIyzpwW502PM2ciCmU5F0A9FxcVdSYdwH0FNc6bHmdOjzOnJ2rmop7JpdFo5Nr9B9FdLpe8NK7/2XOA8vssaifWiCWrlMFgwGOPPQaDwaB0KSERdTmXiupNTk7Gs88+S1hN9W3YsEFec1ytvN94P/30UwUrqT1E7VdExpnT4rzpceZMRNJ+X6BBAGl9UTXO6hJ1Jh3AfQU1zpseZ06PM6cnauaivn8aDAbExcUBKHvg33s1Be/lfKVB9NzcXIIKxSXWiCWrlM1mw7Rp04JaZkRNInE5lwkTJqBNmzaE1YTH7NmzcenSJaXLKBcv50JP1H5FZJw5Lc6bHmfOROZ/Onpls7qU/kAq6kw6gPsKapw3Pc6cHmdOT9TMRX3/tNlsuHLlCoCyM9Glg/56vd6nTTwTPTg8iB5htFotbrjhBuFmdEfyci4imjBhAo4dO6Z0GUE5deqU0iVEPFH7FZFx5rQ4b3qcORNReZM9vAcFypuJXt4+o8PhwP79+/Htt98iJycnjNVeI/JyLtxX0OK86XHm9DhzeqJm7v2eKVLtWq1WPqjvP4geaPk5ILhBdKvVir1792LHjh21drBdnEMpLCgGgwF9+/ZVuoyQiTqIXl690dHRxJWE39tvv426devi6aefRlpammo+dPmfQj1jxgzMnz9foWpqB1H7FZFx5rQ4b3qcORORtC/kvy9S3qwuaU10m82GkpIS1KlTx+fnCgsLMXfuXJw/f17+vR07dkTfvn1Rr169sNUt6unoAPcV1Dhvepw5Pc6cnqiZe79/irSeu8FgQEJCAoqLi4MeRJcO/F+5cgVut7vMWNelS5fwzjvvyIPnWq0Wf/3rX/HAAw+U2b+JZDyIHmGsViumTJmC1157zed0UrUTdTkX6UOTt9jYWDzzzDMKVBN+RUVFmDFjBgCgcePGuOWWW5CWloaYmBgkJiYiKioKOp0OOp0OGo2G5I0l0Ewuj8cj1JuaaETtV0TGmdPivOlx5kxE0j6I/+no5X0gNRgMiI+PR0FBAfLy8nw+ZLrdbrz//vs4f/48YmNj0aRJE/z222/44YcfcOjQIdxzzz2444475IkZFosFubm5uHz5Mi5duoSioiJoNBpotVrodDoYDAZ5EN9gMECr1cLtdsPtdsNsNsvPK9Lp6AD3FdQ4b3qcOT3OnJ6omYs2PiWxWq24cOECgPKXc/HfZ0lISIBWq4XT6URhYSESEhLk/3M4HPjPf/6DvLw8JCQkIDExESdOnMB3332H/fv34/7778ett94q/06z2YxLly7J+y3FxcXyPov3vor0r1Snx+OB2+2G0WjEX//615qKp1rE2otildLr9ejatatwO8iiXljUf+DWYDDgzTffjMgB3fPnz8szpQLR6/XQaDSIioqCRqOBx+ORB9eruuxNoByLiorK3LdkyRI8+eSTVXoOSsXFxXjzzTfRqVMnPPDAA0qXEzRR+xWRcea0OG96nDkTUXkz0csbRAdKT4+WBtGbNWsm3//jjz/i+PHjiIqKwqhRo5CSkoI//vgDq1atwokTJ/D5559j3bp1iIuLg81mg8ViqXLdWq0WDRo08GmDKLivoMV50+PM6XHm9ETNXLT3TIler0fdunWRn59f7kx0/4MZOp0O9erVQ15eHnJzc30G0bdt24YLFy4gLi4Or7zyCuLj43H8+HGsWrUK586dw8qVK/HJJ5+gbt26sFqtASebhiI+Pp4H0RkNvV6Pu+++W+kyQiYt5yJaJ+X/IYpqNrYaSRfUcjgc5M/9448/4vHHH/e5urQavfLKK/B4PPjiiy+EG0QXsV8RGWdOi/Omx5kzEVVlED05ORknT56UZ4QBpZNHvvjiCwBA7969kZKSAgBITU1FVlYW9u7di82bN+PChQvIz8+Xf65OnTpo0KABGjRoIH+4dbvdcDqd8pfD4YDT6YTL5YJWq5UnqEjPL834EgX3FbQ4b3qcOT3OnJ6omXtP8hRprEqv16NevXoBB9HLm4kOlO6z5OXlIScnB61atQJQejH1r776CgDw4IMPIj4+HgDwpz/9CaNHj8Z3332HLVu2IC8vz2efJT4+Hg0aNEBSUhLi4uIA+O6zOBwOeZ/F4/HI+ywajQaxsbFhzyRceBA9wlitVowZMwaTJ08W6jQZUWei+x9hi+QBdJ1Oh3bt2iEpKQlJSUmIjY2FwWBAgwYNfNbMcrlc8sxz6ZScquRS3uz1Dz74ANnZ2WXuHzNmDN58882Qn4eSqBeiFbVfERlnTovzpseZM5EFu5wLUDowvnv3bpw9e1a+7+eff8bFixdhMpnQvXt3n8drNBqkp6cjPT0d+fn5KCgoQFRUFOLj46t8zR2Hw4EpU6YAABo2bFil36EU7itocd70OHN6nDm9SMi8UaNGSpcQNKvVijNnzgAoOwZR2T7Lr7/+6rPPsnfvXhQXF6N+/fro3Lmzz+N1Oh26d++Obt264cqVKygqKkJ0dDQSEhIC/v5IwIPoEUav16Nv377CnSYjzWIW6egeEHgmeiRp2bIlevbsiZtuukk1r015b7rFxcX47LPP8NBDDxFXFBxRB9ABcfsVkXHmtDhvepw5E1F5+0LlnRoNAGlpaQCAP/74Q75vy5YtAICuXbtWOJiQkJDgczp1VRkMBrRp0wZutxuNGzeu9u+jxH0FLc6bHmdOjzOnJ3LmHTt2RG5uLv7yl78oXUrQ9Ho9kpKScOnSpaAvLApc22eRBtHdbje2bt0KALjzzjvL3Q/SaDRITExEYmJi2NqgVuJtwaxC0lpTopGWcxGtU/UfNFfLQHM4PP/882jdurXSZZRR0YGKr776ChaLBY8++qjqDmhI27jE4XAIc0q1qP2KyDhzWpw3Pc6ciai85VwqOjW6SZMm0Gg0yM/Px9WrV1FUVITffvsNWq22zCz0mtS/f3+y5won7itocd70OHN6nDk9kTO/7777lC4hZNJyLqEOoqempgIovR6e3W7HsWPHkJOTA5PJhNtuu63mCxeAWGtnsEpZrVaMGDGi2gv5UxN1TXT/03lFOcWnslnRU6ZMUeUAOlB57Tt27MAzzzyDH374gaii4PgPoj///PPYsWOHQtWERtR+RWScOS3Omx5nzkQk7YPY7Xaf+6XvA12bxWQyoXnz5gCAQ4cOYfPmzQCADh06oH79+jVYbWTgvoIW502PM6fHmdPjzGlZrVYcO3YMAMoMole0z5KUlITExEQ4nU788ssv8j5L165dq7ykXKQRa9ovq5TBYMDQoUOFmeEqkZZzEXkmusFgwGOPPaZgNcHz70i9zZkzR9UX6Ax2hvmSJUuwZMkSpKWloUOHDmjWrBkSExMRHx8PnU5HPlPdfxAdAD766CMhjsiL2q+IjDOnxXnT48yZiMqbiS5dVL287bl9+/Y4deoUVq9eLQ/E33XXXTVYaeTgvoIW502PM6fHmdPjzGkZDAY0bdoU2dnZZSYhSvssgcZ8NBoN2rVrh61bt+L999+Hy+WCXq9Hjx49SOoWgVgjlqxSOp0Ot9xyi9JlhEzUmehSh9SuXTs8+eSTwrwplDeb+8knn1T1ADoQ+rrzZ8+e9bkwhjfpohdOpxMGgwFut9vn90tXhw6HQIPoohC1XxEZZ06L86bHmTMRlbefWtkgeocOHbBu3Tp50kinTp3QtGnTmikywnBfQYvzpseZ0+PM6XHmtHQ6HRISEpCdnV3uTPTy9lnS09OxdetWefyie/fuYbk+S6Tg5VwijMViQWZmJiwWi9KlhETUQXTv5VxEGUAHyp+J3rFjR+JKQlfRLPpQWSwWXLhwAZcvX8b58+eRk5ODCxcuyF/nzp1DdnZ2WL4uXLgQsIbffvsNeXl5YWtTTRC1XwFKL942depUlJSUKF1KSETOXEScNz3OXBzz5s1D8+bNYTKZkJ6ejr1795b72O7du0Oj0ZT58l5PNDMzs8z/33PPPRRNqTZpH8R/Ob/KPpDWr18fjz32GOLj43HjjTdi4MCBNVtoBOG+ghbnTY8zp8eZ0+PMaVksFhw4cABA2fGTyg78p6amol+/foiLi0PHjh3xt7/9rUZrFQ3PRI8wRqMRo0ePVv1sYn+iXlhUqy09DiXa4H+ggeh+/fopUEnopMxDeXxqaioSExMRFxeHmJgY1K1bFzqdDrGxsdDr9YiKipIv9Ok9Sz+cA/YFBQVYvnx5mfvnzJkDAJg1axZMJlPYni+cRO1XAODTTz8FUHrR2b59+ypbTAhEzlxEnDc9zlwMK1euRFZWFhYsWID09HTMmTMHvXv3xrFjx5CcnFzm8WvWrPFZLzwvLw/t2rUrc1HLe+65B0uWLJG/D3RxKzWS9lP990UqOjVacuutt+LWW2+tueIiFPcVtDhvepw5Pc6cHmdOy2g0onXr1jhx4kS5g+gVvRY9e/ZEz549a7RGUYk1YskqpdPpcMMNNyhdRsik01tFG4yWiDb477+cS48ePYTpJCtbXiUhIQH9+/fHTTfdpKrXJScnp8L/f/vtt9GtWzdVfsAWtV/x5n8ROLWLhMxFwnnT48zFMGvWLAwbNgxDhgwBACxYsAAbNmzA4sWLMXr06DKP979Q5ooVKxATE1NmED0qKgoNGzasucJriLSfWt76oiKdlSgK7itocd70OHN6nDk9zpyWTqdDXFwcgNBnorOK8XIuEcZsNmPAgAEwm81KlxISUZdzka4uHc4ZyxT86xVpXc6K1hb/17/+hSlTpuDmm29W1QA6cO1AUXnOnDmD5cuXY/z48fjvf/8Ls9msmquXi9qviIwzp8V50+PM1c9ut2Pfvn3o1auXfJ9Wq0WvXr2wa9euoH7H+++/j4EDByI2Ntbn/m3btiE5ORmtW7fG8OHDK13WzGazobCw0OdLqlH61/u29AHRZrPJt61Wq/xe7H9b2rewWCzybbPZLO8vmc1meDwe+f/sdjs8Ho+8/UrPbTQa4XK55NPVXS6X/F7udDoD3nY4HPLyMA6Hg7xNUju8bwOl+4rSbSXbVFhYiAEDBuDKlSsR0yY1v05msxmPPPII8vPzI6ZNan+drly5ggEDBqCwsDBi2qT216mkpAQPP/wwSkpKIqZNan+duC+n78ulfTW3212mTUDpPotIbaJ4nYLBg+gRxmQyYebMmapdFqI8oi/nItpRPP9OQjpKKYJAB1oaNWqEd999F/Xq1VOgouAE2zFfvnwZu3btwqhRo5CVlYURI0ZgxIgReOaZZzBixAgsXLgQCxYswKpVq7B+/Xps3LgR69evx7p167BhwwZs2LABGzdulL+++OKLan9t27YNTzzxhHD9irdwXSCWiqh9uag4b3qcufrl5ubC5XIhJSXF5/6UlJRKz64CgL179+LIkSMYOnSoz/333HMPli9fji1btmD69OnYvn07+vTpU+FB8qlTpyI+Pl7+Sk1NBQAsXrwYALB8+XJ5ybQFCxZg9erVAIDZs2djw4YNAIApU6Zg69atAIAxY8Zg9+7dAICsrCwcPHgQADB8+HAcP34cQOna7dnZ2QCAjIwM5OXlyft9LpcLeXl5yMjIAAB5UN9gMOD48eMYPnw4AODgwYPIysoCAOzevRtjxowBAGzduhVTpkwBAGzYsAGzZ88GAKxevRoLFiwgbZPFYkFGRgYsFotPm7Kzs5GZmQkAirbpwIEDmDlzJl5//fWIaZOaXyeTyYROnTph1apVEdMmtb9Or7/+OmbOnIkDBw5ETJvU/jp5PB4UFhbC4/FETJvU/jpxX07flycmJgIoPXvOu01//PEHgNJ9FpHaRPE6BUPj8T8fkYVFYWEh4uPjUVBQINQApVLGjx+Py5cv48UXX0TLli2VLido0gBm165d8dhjjyldTtAKCgrw6quvAgDatm2Lf/zjHyGvNa6Ut99+G8eOHZO/j4qKwltvvaX6+k+ePImZM2cqXUaVNW3aFK+99prSZYRsxIgRAICbbrpJfuNmjDERUe9bnj9/Hk2aNMHOnTvRpUsX+f6XX34Z27dvx549eyr8+aeeegq7du3CoUOHKnzcyZMn0bJlS3z99dflLi1ns9l8LuZZWFiI1NRUXL58GUlJST4zwe12OzQaDQwGA2w2G7RaLQwGA6xWK/R6PfR6fZnbBoMBOp0OFosFRqMROp0OZrMZJpMJWq0WZrMZ0dHR+Pzzz7F582bceeedeOSRR2CxWBATE4O5c+fi6NGjGDx4MDp27Ai73Y7o6Gi4XC44HA6YTCY4nU44nc4ytx0OB9xut3x9Fo/HI7eDok1A6Yws79sxMTFwu92wWq2IiYmBy+XiNnGbuE3cJm4Tt4nbJFCblixZgh9++AEPPfQQunXrJrdp4sSJyMnJwXPPPYfmzZsL1aaafJ2Ki4uD2s8Wa9pvAN9++y1mzJiBffv24cKFC/jss88qvXjctm3bkJWVhZ9//hmpqakYM2aMfIREMm/ePMyYMQM5OTlo164d3nnnHXTu3LnmGhImZrMZGRkZWLlyJWJiYpQuJ2iiLucifaATbTkX6diZVqvF008/rXA1ofHPetKkSaofQAcqX86lMhqNBh6PB2lpaTAajUhKSpJPG9dqtfL/BzouWt1jpU6nE5s3b4bZbBaqX/F2+PBhpUsIiah9uag4b3qcufolJSVBp9Ph4sWLPvdfvHix0vXMS0pKsGLFCkycOLHS57nuuuuQlJSE33//vdxB9KioqIAXH5UuiuV9cSzv294/433WQ3m3pQ+AAHy2S+m2tL/qcDig0Wjk+70v0qXT6eTfo9Pp5H1b6UOc/23vsxm9b1O1qbzbWq1Wvq1km8xmMx566CGsXLlSfl7R2xTotlra5N03G43GiGgToO7XyWaz4YEHHvB5PxS9TWp/nfz3QSKhTeXdVkubuC+n78u/+eYb1KlTB26326dN0riEwWAQqk1Azb9OwRB+EL2kpATt2rXDk08+iYcffrjSx586dQr33Xcfnn76aXz44YfYsmULhg4dikaNGqF3794AgJUrVyIrKwsLFixAeno65syZg969e+PYsWNITk6u6SZVS3R0NJYsWeKzUYhA1OVcpD9+UZdzEWHw2Z/3gZbHHnsMderUUbCa4AV7oKVOnTpISUnBP/7xDzgcjjIXaVOCx+PBfffdJ1y/4u/555/Hfffdh7vvvlvpUiolal8uKs6bHmeufkajER06dMCWLVvkCSputxtbtmzBs88+W+HPrl69GjabDY8//nilz5OdnY28vDw0atQoHGXXKOkDm//+E1+kq+ZwX0GL86bHmdPjzOlx5rSio6PRrVs37Nu3r9wLi3oPQrPgiTViGUCfPn3Qp0+foB+/YMECtGjRAm+99RYA4M9//jN27NiB2bNny4Pos2bNwrBhwzBkyBD5ZzZs2IDFixdj9OjR4W9EmHg8HthsNvmItkhrAEtHw0Qb1JU6JNFm0Eszk0XaRiTe24gIZ4dIKpuJnpycjHbt2qFv376qel1E7lf8ORwOrF27VohBdCD0o+KsejhvWh6PR/h+xWg0Clt7sLKysuQlSjp37ow5c+agpKRE3kceNGgQmjRpgqlTp/r83Pvvv4++ffvK63FKiouL8cYbb6Bfv35o2LAhTpw4gZdffhmtWrWS98PVTNoHKe8DKQ+i1wzun2lx3vQ4c3qcOT3OnJa0T+J/Vrq0JArvs1SN8IPoodq1axd69erlc1/v3r0xcuRIAKUb1L59++T1ooHSHeZevXrJV7cNJNBajdLv8/63JtdY0mq18gL9opKujCvKGkveVxsWad0o/5noIq3vJQ1G9+/fX6g1y6SrUZdHWm9co9Goqk0WiwWjRo2qyp+zav3xxx9ITExETEyMqtZhk14nh8OBuXPn4vTp05g7dy5iYmJU1e9V1Kb//e9/OH78OO666y506tRJVf1eRW366aefMH/+fHTu3BmDBg1SXb9XUZvmzp2L/Px8DBs2DPXq1VNVv1dRm0pKSvD6669T/MnXmGnTpiEuLo6sj1BCRkYGLl++jHHjxiEnJwft27fHpk2b5IuNnj17tswEiGPHjmHHjh3YvHlzmd+n0+lw6NAhLFu2DPn5+WjcuDHuvvtuTJo0KeByLWrjvZyLN+/XnYWXdMEyXvqJBudNjzOnx5nT48xpWSwWfPXVV6hbty4f+A8zsab9hkFOTo684y9JSUlBYWEhLBYLcnNz4XK5Aj4mJyen3N87depUxMfHy1+pqakAgMWLFwOgudrvlStXqpiKeowZM0aoq/1KB1aioqKEuoKx1JFKHwZFuyozAPzwww9Bv05qaNMnn3yCQOLj4zFy5EjVXhFctLXEgzF16lT5wIDargguvU4XLlyQB2PU1u9V1KazZ8/i/PnzePfdd1XX71XUpuXLl8NoNCIvL0+1/V55bTp+/DhycnJgtVpV1+9V1KZIOJ333XffBUDbRyjh2WefxZkzZ2Cz2bBnzx6kp6fL/7dt2zYsXbrU5/GtW7eGx+PBXXfdVeZ3RUdH48svv8SlS5dgt9tx+vRpvPfee2X2u9VKGuj3PwOBP5DWnOjoaKxcuTIi+gwRcN70OHN6nDk9zpxWdHS0vGKH9yC62+2WJyXygf+q0Xiqe8U5FdFoNJVeWPT666/HkCFDfGaab9y4Effddx/MZjOuXr2KJk2aYOfOnejSpYv8mJdffhnbt2/Hnj17Av7eQDPRU1NTcfnyZSQlJZHMXjSZTLDZbDh37hyaNGkCjUajqpl+FbXp7Nmz8Hg8aNasGeLi4lQ306+8Np09exbZ2dlo2bIl4uPjVTfTr7w2eTweHDt2DDqdDm3atFHdrO2K2pSTk4OzZ8+idevWaNCggapmbVfUpqtXr2L8+PFl+o45c+ao+orgTqcTxcXFMJvNiIuLg8vlUtWs7Yra9OWXX2LTpk0B+2wAmD59OoBrF1VRS5ucTqe8dNi0adNQt25dVfV7FbVp2bJlOHToEB5++GH06NFDVf1eRW06cOAA3nvvPTRp0gQvvvii6vq9ito0fvx4XL58GVlZWWjatKmq+r2K2iS9h9avXx9RUVGq6veCbZNer5dvU/QRxcXFiI+PR0FBAeLi4srt22qDwsJCRbLYvHkz1q5di/T0dAwePFi+/8UXX4TFYsH48eOFOSAgCo/Hg7y8PCQmJkb88klqwHnT48zpceb0OHNaHo8HH3zwAXbt2oW7775bHiO12+3yKhyzZs1S7ExHNQp237LWLefSsGFDXLx40ee+ixcvIi4uDtHR0fKVYgM9pmHDhuX+3qioqICnoUpHd6iu9uvxePDCCy/IR/lCuQKtdy3UtxMSEsrUI8LVfpOSkvDMM89g5cqVwl3B+KabbgrYJrVfldk7c/82qfnq2Q0aNEAg1H1EqG3S6/UwGo144oknsHLlSvlCrkr2F4FuB8qjsp2CV155BUDpLMsmTZogPj5e8SuCx8TEoLi4WP7+9ddfl5d0AdTR71XUJu+LLUtLPKip3yuvTVKt0gCpd5sqql0NbZJ+zr92NfR7FbXJbDbjn//8J1auXFlmH4qqj6goj1B+N2UfwZQlncEnHSyR8Ez0mmOxWDBkyBBeAoAI502PM6fHmdPjzGlZLBZ8+eWXiIuL85mJ7r3/wvssVVPrBtG7dOmCjRs3+tz31VdfybPOjUYjOnTogC1btshHa9xuN7Zs2YJnn32WutyQxcTEYN26dUqXUWtw3vQiJfMePXr4nO2iZqJmLg3gVUZakgEAEhIS8Ne//hVOpxMtWrSAw+FAYmIibDYbEhISoNVq5es2SCdyeZ/QFY6Tu6xWq3zb5XLh9OnTaNGiRbV/LwVpZon/2ntqJ/KppdJ2Lg3uiULUfoXVbtKBDu914PnU6JrFfQUtzpseZ06PM6fHmdOKiYnBI488gs2bN/t8LpMO+ntPgmGhEX4Qvbi4GL///rv8/alTp3DgwAHUr18faWlpePXVV3Hu3Dl5fcqnn34a7777Ll5++WU8+eST2Lp1K1atWiWvUwmUrkk5ePBgdOzYEZ07d8acOXNQUlKCIUOGkLcvVG63G9nZ2WjatGmZCz2x8OO86UVK5g8//LAw9YuaeVV2DPLz833eD9RgxowZePvtt4WYLSBtH9u3b8df//pXYQaURB38B65t56INoovar7DaTdpWvf/evC8yKkI/LRruK2hx3vQ4c3qcOT3OnJbb7ZbPbg40iM77K1Un/Nb7448/4uabb8bNN98MoHQA/Oabb8a4ceMAABcuXMDZs2flx7do0QIbNmzAV199hXbt2uGtt97CokWL0Lt3b/kxGRkZmDlzJsaNG4f27dvjwIED2LRpkxBrHFqtVowaNcpnJiOrOZw3vUjIPCYmRqidB1EzD/fRdY1GA5PJhOjoaERFRcm3pa+YmBjExMQgNja2Wl+BTnGcNGmSEAO80nZ96dIlnxn+aiftUEqzSUUi6iC6qP0Kq92kvzPvgXMeRK9Z3FfQ4rzpceb0OHN6nDktq9WKr776CoDvZwTva/ewqhF+Jnr37t0rPH1+6dKlAX/mp59+qvD3Pvvss0Is3+IvJiYGq1atUrqMWoPzphcJmYt2PWdRMw/1ojU9e/aEy+VCeno6PB4P0tLSYLPZYDKZ4PF4yA58OJ1OPPfccz735ebm4p///Kd8oVG18s7I+ywxtYuNjVW6hCrzXhNdJKL2K6x2C7T0k/SBVK/XC3WAXBTcV9DivOlx5vQ4c3qcOa2YmBgMHDgQ69at45noYcZ7ehHG5XLh6NGjws1IExXnTY8zpydq5sEMojdo0ADvvvsu5s6di379+mHAgAFo1qwZmjdvDq1Wi+joaGg0GtKBkfKey+Px4JVXXsGaNWtQUlJCVk8oQj1woRbSgS3RtnFA3JnoovYrrHaT+rhAy7nwB9KawX0FLc6bHmdOjzOnx5nTcrlcuHLlinxbIh34532WquNB9Ahjt9sxbdo0n6vusprDedPjzOmJmnllA7qTJk3C+PHjodVqg74IKYXK6v7666/x0ksvYcSIEVi0aBF2796NnJwcWCwWxc9y8D8A8PXXXytUSWiknUsRlszxJ+oguqj9CqvdpD7C+8wPPjW6ZnFfQYvzpseZ0+PM6XHmtOx2O7755hsAfOA/3NQzasDCIjo6OuASNqxmcN70RM78hhtuwNGjR3H77bcrXUpIRM28vMHopKQk9OnTB4mJicQVBSeU2dz79+/H/v37y/1/g8GAunXrIioqCjqdDi6XCwaDAU6nE1qtFm63O6wD7wUFBT7fr1mzBrfeeivq1KkTtueoCdISDUofhKgKUZdzEbVfYbWbyWQqcx9/IK1Z3FfQ4rzpceb0OHN6nDmt6Oho/P3vf8fq1asDLufCB/6rjgfRI4zL5cLBgwfRrl27sF9Uj5XFedMTOfN//OMfOHnyJFq3bq10KSERNfPylkWZOHEicSXKcTgc8ql8Sjlw4AC6du2qaA3B4pnodETtV1jtxsu50OO+ghbnTY8zp8eZ0+PMablcLpw7dw6A7+cbXs6l+ngQPcI4HA4sWrQIs2bN4s6JAOdNT+TMTSYT2rRpo3QZIRM180Azups0aaJAJXTi4uKQmpqK5ORkeQZ6fHw8YmJiYLfbERUVBYfDAZ1OJ18sNZzrmG/btg0HDx70ue+jjz5CXFwc2rZtG7bnCTdp59JisWD16tXo3r07GjRooHBVwRF1EF3UfoXVbtLZKoGWc+EPpDWD+wpanDc9zpweZ06PM6flcDiwc+dOAHzgP9x4ED3CmEwmzJ8/X+kyag3Omx5nTk/UzAMNDot2FkBlWrZsiYceegipqamq2Bk6fPhwwPsXLFiASZMmqXYJHWk5FwD45ptvsGvXLsyaNUvBioIn6nIuovYrrHaTlnPxXvqJT42uWdxX0OK86XHm9Dhzepw5LZPJhCeeeAL//e9/eRA9zPjCohHG6XRix44dwn2YFhXnTY8zpydq5v7LuTzyyCP429/+plA14TdhwgS8+OKLuO6661SzI1TRrPaxY8fi4sWLhNUEz38ZF6vVqlAloRN1Jrqo/QpjAM/qosR9BS3Omx5nTo8zp8eZ03I6nfj9998BgNdEDzMeRI8wTqcTa9eu5c6JCOdNjzOnJ2rm/gO6PXr0iIgdhhYtWuCdd95BcnKy0qWUUd469JI33ngDq1atgsViIaooOCKuhS4ReRBdxH6F1W7SDHQeRKfDfQUtzpseZ06PM6fHmdNyOp3Yt28fAN99Fl6Crvp4OZcIYzKZMHPmTKXLqDU4b3qcOT1RMw/nWt9qkpWVpdq1BCsbRAdK103ftm0bmjVrhltuuQWtWrVCSkoKTCZTUD9fE2JiYhR53nCQtgXRPpSI2q+w2i3Qci7SB9JIOEirRtxX0OK86XHm9Dhzepw5LZPJhEGDBmHRokU8Ez3MeBA9wjidTmzduhU9evSQ10llNYfzpseZ0xM18xYtWihdQthNmDBBtQPoQGgHLs6cOYMzZ84E/L/GjRsjLi7OZ5a1RqOBx+OBx+Px2Rn0f07vwa1giTYA7U3kmegi9iuMATwTnRL3FbQ4b3qcOT3OnB5nTsvpdMrXquJ9lvDirTfCSGtN3XHHHdw5EeC86XHm9ETNPD4+Hh07dsSPP/6Ipk2bKl1Otd14442qXMLFW7hmkp8/fx7nz58Py++qKpfLpeoDFhKpRtGWpBG1X2G1m3SQzvvAG38grVncV9DivOlx5vQ4c3qcOS2n04lff/0VAA+ihxtvvRHGZDJh4sSJSpdRa3De9DhzeiJn/sQTT6Bdu3Zo3bq10qVU25AhQ5QuoVLVGUSPjo5GSkoKmjRpAqPRiPj4eOj1euh0OkRFRQEonXWu1Wrl5ylv1nllM+L9/9/pdGLp0qU+933xxRfo2LEjGjZsWMUW0RB1EF3kfoXVXtHR0QACL+fCH0hrBvcVtDhvepw5Pc6cHmdOS1rO5d133/X5jMBL0FUfD6JHGIfDgQ0bNuC+++7jnXkCnDc9zpyeyJkbDAZ06NBB6TKqrU6dOkKs2x3Kci533HEHunXrhnr16snrDCsl0IVON27ciI0bN2L+/PkKVBQ86YCCaMu5iNyvsNqroguL8gfSmsF9BS3Omx5nTo8zp8eZ03I4HNi1axcAvrBouClzBS9WY9xuN44ePSrcjDRRcd70OHN6nLnynnrqKaVLCEowM9EHDRqEefPmYeDAgWjUqJHiA+iVUft2L2Wu9jr9cb/CRMYfSOlwX0GL86bHmdPjzOlx5rTcbjf++OMP+baEl3OpPh5EjzBRUVEYPXq0fOo7q1mcNz3OnB5nrqzU1FS0bNlS6TKCUtkg+sSJE3HrrbeGNGOdQkUD+YFmqauJqMu5cL/CRCQt58IfSOlwX0GL86bHmdPjzOlx5rSioqLwxBNPAOB9lnDjQfQI43A48NFHH8l/HKxmcd70OHN6nDkLVkWD47NmzUJSUhJhNcHzvkigv++++07xi5xWROTlXLhfYaKRPojyB1I63FfQ4rzpceb0OHN6nDkth8OBr7/+GgAvQRduPIgeYTweD3Jzc8u92BoLL86bHmdOjzNXVseOHZUuIWjlzUSfMGGCqpdt8Xg85R4A+N///ofJkycTVxQ8UZdz4X6Ficj7oJW07fIH0prFfQUtzpseZ06PM6fHmdPyeDwoKCgAwEvQhRsPokcYo9GI5557jnfkiXDe9Dhzepy5cnQ6HXr06KF0GUELNBBdp04dJCcnK1BN8IxGY6U7k5cuXZJ3PNVE1OVcuF9hIvI+DV0aCJD6Bd6Wawb3FbQ4b3qcOT3OnB5nTstoNOLvf/87gMBnz/HrUHU8iB5h7HY7Fi1apMoP+pGI86bHmdPjzJVz4403yoOkIgg0E33cuHEKVBIau91e4ZIuQOls+lmzZqlusFrU5Vy4X2Ei8v77l/7meDmXmsV9BS3Omx5nTo8zp8eZ07Lb7fjss88ABF7OhfdZqo4H0RljjDEWFv6D6Lfccgvq1KmjUDWhCeZip2fPnsX06dOxZMkS2Gw2mM1mgsoqJupyLoyJyLuP40F0xhhjjKkdX8clvPTh+CU5OTnYt28f8vPzy50JNWjQoHA8FauE0WjE0KFDlS6j1uC86XHm9Dhz5Yh2qp3/IPqf/vQnhSoJjdFoRHR0NIqLiyt97B9//IE//vgDP/zwA4xGIzp16oSSkhLcdNNNyM/PR4sWLXDx4kXUr18fhYWFiI6Ohs1mg9vthk6ng8vlgtvtLrMmZHnfB1o70vu+P/74A4B4g+jcrzAReV/bQfqb4w+kNYv7ClqcNz3OnB5nTo8zp2U0GvHoo49i7NixAddEF+0zpppUaxDdarVi2LBhWLFiRbkf3qSLdfEgOg273Y4FCxbg6aef5j8MApw3Pc6cHmdOr1+/fli3bh3uu+8+pUsJifcgeocOHXD77bcrWE3w7HY7LBZLlX7u+++/BwAcOHAgzFWFRsTlXLhfYaLxXvZJ+uzDH0hrFvcVtDhvepw5Pc6cHmdOy263Y+nSpQCufUbweDx84D8MqjWIPnr0aHz44Ye4/vrr8eijj6Jp06bQ68MyuZ1VkUajQVJSUlCnpbPq47zpceb0OHN6d9xxhzybWSTe28iDDz4YcI10NdJoNPIs8eqIjo6Gx+NB06ZNUVRUhISEBNjtdphMJuh0Orjdbmi1Wmi1Wjkr78z8/8Yq+l66ffXqVZw4cUK4mejcrzAReV+jwn85F/4MVDO4r6DFedPjzOlx5vQ4c1oajQaJiYnyZwSPx+MzEYAH0auuWnt7q1atQps2bbBv3z6fq9Uz5RgMBjz22GNKl1FrcN70OHN6nDk9UTP33jEWZQAdKM27Tp06uHLlStA/o9Vqcf/998Nut+POO+9EQUEBmjRpQv7h4PDhw/j3v/8t3CC6qNs4q90MBgP0ej2cTmeZQXSeWVczuK+gxXnT48zpceb0OHNaBoMBjzzyCPbu3Qug9Ow5aX9F+n9WNdX6hJufn4977rmHB9BVxGazYdq0abDZbEqXUitw3vQ4c3qcOb1IyNx7xqba2Ww2FBYWBv34V155Ba+//jruuece/O1vf0PdunXRtGlTRWbXSAcrRFvOJRK2cVb72Gw2+W9NmtnFp0bXLO4raHHe9Dhzepw5Pc6cls1mw9y5c+Xv3W63vPycdAYuq5pqzURv3bo1Ll68GK5aWBhotVrccMMNQs0AFBnnTY8zp8eZ0xM180aNGgEAUlNTERcXp3A1wdNqtTAajT6nOQYyYMAApKWloVmzZkSVVU7aCRZtJrqo2zir3bRaLXQ6HZxOJ8/qIsJ9BS3Omx5nTo8zp8eZ09JqtWjdujWys7MBlE628T5zjpfVqbpqDaK/9NJLePrpp/H777+jVatW4aqJVYPBYEDfvn2VLqPW4Lzpceb0OHN6omaelpaGSZMmISEhQaidM4PBgPj4eJjN5gof161bN9W1S/owItoguqjbOKvdDAYDoqKi5OVcvAfReTmXmsF9BS3Omx5nTo8zp8eZ0zIYDHjwwQexZcsWAL7LufBB/+qp1mGgpk2bonfv3ujcuTMmTpyI9evX49tvvw34xWhYrVaMGzcOVqtV6VJqBc6bHmdOjzOnJ3LmiYmJwp0iaLVacenSpXL/PyMjA+PHj1fdADpQdjmX5cuX4+2331b9oLrI2zirvaxWq3ywzXsQXZqhzsKP+wpanDc9zpweZ06PM6dltVrxxhtvyN9777PwIHr1VGsmevfu3aHRaODxeDBhwoQKP1yKtlanqPR6Pbp27Qq9vlovLQsS502PM6fHmdPjzGnp9XrUqVMHBQUFAf+/Y8eOiI2NJa4qON7LuVitVuzevRsAcO7cOaSmpipZWoV4G2ci0uv1MJlMsFgsPKuLCPcVtDhvepw5Pc6cHmdOS6/X4/bbb8fnn38Oj8fD+yxhVK0teNy4caqclVWb6fV63H333UqXUWtw3vQ4c3qcOT3OnJZer0d8fHy5g+hqHUAHfJdzycvLk+8vKSlRqqSg8DbORKTX6xETEwOLxcKzuohwX0GL86bHmdPjzOlx5rSkvNevXy8vQSddWJSXn6ueai3nMmHCBIwfPz6oL0bDarVi1KhRfJoMEc6bHmdOjzOnx5nTslqt8oV3vDVu3BiDBw9WoKLgeS/n4j2Inp+fr1BFweFtnInIarXiypUrAEoPXEkfSHkQveZwX0GL86bHmdPjzOlx5rSkvL0n20gH/vlsgOrhS+NGGL1ej759+/IfBhHOmx5nTo8zp8eZ09Lr9UhMTCxzf1ZWFtLT0xWoKHjey7lYLBb5/sLCQqVKCgpv40xEer0edevWBcDri1LhvoIW502PM6fHmdPjzGlJeUufE3ifJXzCMoheUlKCDz/8EC+99BKeeuopvPTSS/jwww9VfypxJOK1pmhx3vQ4c3qcOT3OnJZer0dcXFyZ+0XYyfSeYSLNigUAm82mVElB4W1cHPPmzUPz5s1hMpmQnp6OvXv3lvvYpUuXQqPR+HyZTCafx3g8HowbNw6NGjVCdHQ0evXqhePHj9d0M8JCun4C4Duri0+NrjncV9DivOlx5vQ4c3qcOS0pb+8zVnmfJTyqPYj+6aefIi0tDYMGDcJbb72FhQsX4q233sKgQYOQlpaGNWvWhKNOFiSr1YoRI0bwaTJEOG96nDk9zpweZ07LarXixIkTZe4XYUffe+dYpEF03sbFsHLlSmRlZWH8+PHYv38/2rVrh969e+PSpUvl/kxcXBwuXLggf505c8bn/998803MnTsXCxYswJ49exAbG4vevXsLsS1YrVacP38egO/fnAgH3ETFfQUtzpseZ06PM6fHmdOS8g402Yb3WaqnWoPoO3fuxMCBA1FSUoKhQ4fio48+wjfffIOPP/4Yw4YNg9lsxsCBA7Fr165w1csqYTAYMHToUP7DIMJ50+PM6XHm9DhzWgaDAcnJyWXuF+Hi6d7LuYg0iM7buBhmzZqFYcOGYciQIWjTpg0WLFiAmJgYLF68uNyf0Wg0aNiwofyVkpIi/5/H48GcOXMwZswYPPjgg2jbti2WL1+O8+fPY+3atQQtqh6DwYAGDRoA8J2JzttxzeG+ghbnTY8zp8eZ0+PMaUl5e39O4H2W8KjWIPqUKVMQFRWFPXv24D//+Q8GDhyIbt26ISMjQ55dYjQaMWXKlHDVyyqh0+lwyy23yH8srGZx3vQ4c3qcOT3OnJZOp0NsbKzPfSIMoAPizkTnbVz97HY79u3bh169esn3abVa9OrVq8IJMsXFxWjWrBlSU1Px4IMP4ueff5b/79SpU8jJyfH5nfHx8UhPTxdi0o1Op+M10YlxX0GL86bHmdPjzOlx5rT88+blXMKnWoPou3btQkZGBtq1axfw/9u2bYsBAwZg586d1XkaFgKLxYLMzEyfi4uxmsN50+PM6XHm9DhzWhaLBb///rv8fe/evTFu3DgFKwqe92ma0s4xANWfLsvbuPrl5ubC5XL5zCQHgJSUFOTk5AT8mdatW2Px4sX4/PPP8cEHH8DtduO2225DdnY2AMg/F8rvBEoPChUWFvp8AZAPHNntdp/b0t+CzWaTb1utVjidzoC3XS4XgNLtUrptNpvhdrvl2x6PB2azGb/99huA0g+k0vWfDAYDzGazfL+0XbtcLvlv0el0BrztcDjkg14Oh4O8TVK7vG8DpX2KGtpUVFSEzMxMXL16NWLapObXyWKx4IknnkBBQUHEtEntr9PVq1eRmZmJoqKiiGmT2l8ns9mMxx9/3Od70duk9teJ+3Jl+nKJzWaTH6PVaoVsE8XrFIxqDaKbzeYyO8H+UlJS5OBYzTMajRg9ejQfXSLCedPjzOlx5vQ4c1pGoxGNGzeWv3/wwQcr3b9RC2mGicfj8Zl97j0rXY14G49MXbp0waBBg9C+fXt069YNa9asQYMGDfCf//ynWr936tSpiI+Pl79SU1MBQF5WZvny5Vi+fDkAYMGCBVi9ejUAYPbs2diwYQOA0jNot27dCgAYM2YMdu/eDQDIysrCwYMHAQDDhw+XL3KamZkpD/5nZGQgLy8PLpdL/jsrKCjAkiVLAJR+wMvMzAQAHD9+HMOHDwcAHDx4EFlZWQCA3bt3Y8yYMQCArVu3ymfqbtiwAbNnzwYArF69GgsWLCBtk8ViQUZGBiwWC/Ly8pCRkQEAyM7OVkWb9u/fj9GjR+O1116LmDap+XUyGo24/vrrsXLlyohpk9pfp9deew2jR4/G/v37I6ZNan+dXC4Xzp07B5fLFTFtUvvrxH25Mn15cXExAOCzzz7DkSNHAAAHDhwQsk0Ur1MwNB6PxxP0o/38+c9/Rp06dfDDDz+U+5jOnTujqKgIv/76a1WfRkiFhYWIj49HQUEB4uLilC6HMcYYYxV48803cfr0aQDA/PnzlS0mBGazGaNGjQIA3HLLLdi/fz8AoFmzZnjllVfwxx9/QK/Xo1GjRkqWycKAet/SbrcjJiYGn3zyCfr27SvfP3jwYOTn5+Pzzz8P6vf0798fer0eH3/8MU6ePImWLVvip59+Qvv27eXHdOvWDe3bt8fbb78d8Hd4z6ACSrNITU3F5cuXkZSUJB80MhqNsNvt0Gg0MBgMsNls0Gq1MBgMsFqt0Ov10Ov1ZW4bDAbodDpYLBYYjUbodDqYzWaYTCZotVqYzWZER0cDAN555x0cPXoUjz/+OHJzc7Fp0ybcdtttePjhhxETEyMvrRQdHS2fPm0ymeB0OuF0OsvcdjgccLvdiIqKgsPhgMfjkdtB1SaLxeJzOyYmBm63G1arldvEbeI2cZu4TdwmbpOgbXrzzTdx/vx5PPXUUzhy5Ai+//579O7dG/fee6+wbaqp16m4uDio/exqzUQfMGAA9u3bh8GDB8tXqpdcuHABmZmZ2Ldvn3wkgtU8s9mMAQMG8Ox/Ipw3Pc6cHmdOjzOnZTab5dkIopGWcwF8l3Cx2Wwwm82YOXMmJk2aFNIMCwq8jauf0WhEhw4dsGXLFvk+t9uNLVu2oEuXLkH9DpfLhcOHD8sHcVq0aIGGDRv6/M7CwkLs2bOnwt8ZFRWFuLg4ny+pRulf79vSGuVRUVHybZPJBL1eH/C2dEZHdHS0fDsmJkb++4qJiYFGo4HFYpFnMTmdTkhzkYxGI2JiYgCUnh0ifZDU6XQwmUwAAL1eH/C2wWBAVFSUfJu6TRqNpsxtoLRvUUOb7HY7BgwYALfbHTFtUvPrJC1zIZ3+HgltUvvr5Ha7MWDAANjt9ohpk9pfJ+8l5SKlTWp/nbgvV6Yvl2oEIC9fYjKZhGwTxesUjGoNor/yyivo1KkT/vvf/+K6667DX/7yF/Ts2RN/+ctf0KJFCyxfvhydOnXCK6+8Up2nqdS8efPQvHlzmEwmpKenY+/eveU+tnv37vKL6/113333yY/JzMws8//33HNPjbYhXEwmE2bOnClvfKxmcd70OHN6nDk9zpyWyWSSl4cQjfcFmvwvLHr27Fl5fUDpFE614G1cDFlZWVi4cCGWLVuGX3/9FcOHD0dJSQmGDBkCABg0aBBeffVV+fETJ07E5s2bcfLkSezfvx+PP/44zpw5g6FDhwIovWDvyJEjMXnyZPzvf//D4cOHMWjQIDRu3NhntrtamUwmeQa90+nkC4sS4L6CFudNjzOnx5nT48xpSXlLA868zxI++sofUr6YmBh8++23mD59OpYvX45ffvkFv/zyCwDguuuuw+DBg/Hyyy/LRxBqwsqVK5GVlYUFCxYgPT0dc+bMQe/evXHs2DEkJyeXefyaNWt8PmTm5eWhXbt26N+/v8/j7rnnHnmdQwA12oZw0mq1SEtLU7qMWoPzpseZ0+PM6XHmtKTT/0TkPXPCe7kLm83mc5bguXPnAJTuRNtsNsTGxtIVGQBv42LIyMjA5cuXMW7cOOTk5KB9+/bYtGmTfM2As2fP+myDV69exbBhw5CTk4N69eqhQ4cO2LlzJ9q0aSM/5uWXX0ZJSQn+8Y9/ID8/H127dsWmTZuE+GCt1WoRHx8PgD+QUuG+ghbnTY8zp8eZ0+PMaUl5S/snDodD3mfh6xFVT7UG0YHSweVx48Zh3LhxKCoqQmFhIeLi4lC3bt1w1FepWbNmYdiwYfKMmAULFmDDhg1YvHgxRo8eXebx9evX9/l+xYoViImJKTOIHhUVhYYNG9Zc4TXEbDYjIyMDK1eulE+dYDWH86bHmdPjzOlx5rTMZjNOnDgh5E6l9wCm/0x06WJCAHDp0iVYrVZMnz4deXl5GDFiBG644QacP38ely9fRps2bWAwGJCbm4vc3FzUrVsXMTExyM/PR15eHjweDzQaDRwOB+x2u7xWocvlgsfjgcvlkq9s7/F4fG4H+nI4HPjqq68wceJENG/enCYsViXPPvssnn322YD/t23bNp/vZ8+eLV8IqjwajQYTJ07ExIkTw1UiGbPZjK+//hp16tTxGUQXse8QBb8f0uK86XHm9Dhzepw5LSnv3r17Ayg98C99TuAD/9VT7UF0b3Xr1iUbPAdKPyzu27fP5zRSrVaLXr16YdeuXUH9jvfffx8DBw4sMyNr27ZtSE5ORr169dCjRw9MnjwZiYmJ5f6eQBc8kmr0/remL1RgMpkwb948mEwmeDweYRf1F+VCBRqNBgsXLkR0dHTEtEntr1N0dDT+85//yEsYREKb1P46aTQaLFmyRK4hEtqk9teJ+3L6vjwtLQ05OTkAStcMFKVNdrsdWq0WbrfbZz/E5XLh6tWr8ve5ubn45ZdfcPHiRQClZ+b17t0bixcvhsfjQWJiIho0aICjR4/67+LUmDp16qCoqAgA9+XBtIkpLzo6Gr169cLu3bvlA0oAfyCtSdHR0ViyZIn898tqFudNjzOnx5nT48xpSXl/9tlnAHxnovM+S/VUa010peXm5sLlcsmnlEpSUlLkD8IV2bt3L44cOSKv0yi55557sHz5cmzZsgXTp0/H9u3b0adPH3kh/kCmTp2K+Ph4+UtaW3Xx4sUAgOXLl2P58uUASmfLr169GkDpjJ0NGzYAAKZMmYKtW7cCAMaMGYPdu3cDKF2PUrqI0fDhw+WLn2VmZsoXCsvIyEBeXh4sFguefvppWCwW5OXlyRd1zc7ORmZmJgDg+PHjGD58OADg4MGDyMrKAgDs3r0bY8aMAQBs3boVU6ZMAQBs2LBBnlW0evVqLFiwgLxNGRkZqm2TtM5sJLVJ7a/T2rVrI65Nan+dYmJiIq5Nan+duC+nbVNeXh4korVJUlBQAG+nT5+Wb1ssFhw4cED+Pjs7G++//758YcS8vDwcPXpUnm0eGxsLjUYDp9OJVq1aoVmzZrDb7WjTpg1atmwJp9OJW2+9Fa1btwYAdOvWDddffz30ej169uyJVq1aITo6GnfffTdatGiBuLg49OnTB6mpqUhMTMS9996L5ORkbN++PaTXKRK3vVDaxJQnHdDg5Vzo8KxFWpw3Pc6cHmdOjzOnFRMTI19Uk/dZwkfjkT49BeG6666DRqPB119/jRYtWuC6664L7kk0Gpw4caLKRZbn/PnzaNKkCXbu3IkuXbrI97/88svYvn079uzZU+HPP/XUU9i1axcOHTpU4eNOnjyJli1b4uuvv0bPnj0DPibQTPTU1FRcvnwZSUlJZDP9zGYz+vfvj9WrVyMmJkbY2VaizCC7cuUKnnjiCaxevVr+f9HbpPbXyel0on///vjwww+RkJAQEW1S++tUUFCAwYMH48MPP4TRaIyINqn9deK+nL4vf+655xAXF4d27dph6NChQrVp9OjRsNls0Ov1cDqd8r5IYmKiz8EBSUJCAvLz8wEAjRs3xvPPP4+tW7fC6XTitttuQ3x8PKKjo+HxeOR2cF+u/N9TcXEx4uPjUVBQgLi4uDKva21SWFioSBZmsxnDhg1DfHw87rjjDly6dAlHjx7F4MGDkZ6eTlZHbcJLANDivOlx5vQ4c3qcOS0p70ceeQR79uzBAw88gB9//BEXLlzA888/L0+CYdcEu28Z0iB68+bNodFosHXrVrRo0UL+PhinTp0K9mmCZrfbERMTg08++QR9+/aV7x88eDDy8/Px+eefl/uzJSUlaNy4MSZOnIjnn3++0udq0KABJk+ejKeeeiqo2pTauZdO+4+Ojg76tWFVx3nT48zpceb0OHNaHo8HV69excmTJ9G2bVvh1jd+8cUXYbFYytyv0Wjgv5un0WgwZswY/Pe//4XNZsPQoUPRqFEjqlJlvI2HTql9SzVScj97/fr1+OKLL3Dbbbfh4sWLOHHiBIYNG4abb76ZrI7ahPsKWpw3Pc6cHmdOjzOnJeX9v//9D99++y369OmDH374Abm5uRg1alTQE6Jrk2D3LUNaE937tOBA31MzGo3o0KEDtmzZIg+iu91ubNmypdwLIElWr14Nm82Gxx9/vNLnyc7ORl5eniIfMqvCe+YVq3mcNz3OnB5nTo8zp+V2u9GhQwchd+yla0T4kwbQmzVrhjNnzgAAmjRpgkaNGuHll18mq688vI0zEUkXzeX1RelwX0GL86bHmdPjzOlx5rTMZrO8f8L7LOEj9JroQOn6kQsXLsSyZcvw66+/Yvjw4SgpKcGQIUMAAIMGDfK58Kjk/fffR9++fctcLLS4uBgvvfQSdu/ejdOnT2PLli148MEH0apVK/nKtmpmsVgwZMiQgDPSWPhx3vQ4c3qcOT3OnJboeWu1Fe/OtWnTRr59/fXX13Q5QRE9c1Y7WSwWrFixAgCvL0qF+wpanDc9zpweZ06PM6cl5S1xOp18MfQwqdYgeo8ePeSLJ5Xngw8+QI8eParzNBXKyMjAzJkzMW7cOLRv3x4HDhzApk2b5IuNnj17FhcuXPD5mWPHjmHHjh34v//7vzK/T6fT4dChQ/jb3/6G66+/Hv/3f/+HDh064LvvvkNUVFSNtSNcYmJisG7dOl5nigjnTY8zp8eZ0+PMaYmet/8guv8sny5dusBkMkGj0ahm3WbRM2e1U0xMjHy2q8Ph4A+kBLivoMV50+PM6XHm9DhzWlLe0mcCnokePiEt5+Jv27Zt6N69e4WPOXPmDLZv316dp6nUs88+W+7yLdu2bStzX+vWrcusESqJjo7Gl19+Gc7ySLndbmRnZ6Np06aVzkxj1cd50+PM6XHm9DhzWqLn7b+cS506deSZPiaTCUlJSXjllVdgsViQmpqqRIlliJ45q53cbjcKCwsB8Ex0KtxX0OK86XHm9Dhzepw5LSlvvb50yNfhcMDpdAKAcNd+Upsa33pLSkp4x5KQ1WrFqFGjYLValS6lVuC86XHm9Dhzepw5LdHz9v8w4j3LJzY2FgCQkpKC5s2bU5ZVIdEzZ7WT1WrFhx9+CKB0EN1mswEoPVjFagb3FbQ4b3qcOT3OnB5nTkvKW5o8XFJSIv+fCCtsqJnGU96U7HKcPXtWvt28eXOMHDkSI0eOLPM4l8uFP/74A8OGDYNGo8HRo0erXaxIgr2yK2OMMcZYdbzxxhu4ePGi/H2bNm3wyy+/AADS0tIwevRopUpjYcT7ltcomcXhw4fx73//G2lpafLnounTp6Nu3bqkdTDGGGOMVWTHjh346KOP0KxZM5w5cwZarRbvvPMONBqN0qWpTrD7liHPRG/evDlatGiBFi1aQKPR4O2335a/9/5q1aoV7rzzThw/fhzDhg2rVmNY8FwuF44ePQqXy6V0KbUC502PM6fHmdPjzGmJnrf/ci7S7HOgdGkXNRI9c1Y7uVwu+VpLZrNZvp9nddUc7itocd70OHN6nDk9zpyWlLd0tmpxcTGA0v0VHkCvnpAH0QcNGoRBgwbhiSeegMfjQdu2beX7vL+GDBmCF198ERs3bsSLL75YE7WzAOx2O6ZNmyZf6IjVLM6bHmdOjzOnx5nTEj1v/+VcvGdPqHUQXfTMWe1kt9uxYsUKANc+kGo0Gl66sgZxX0GL86bHmdPjzOlx5rSkvCXSci580L/6Ql7OxVuLFi3wwgsv4LnnngtnTRGBT7lljDHGGIVp06b5LLfXr18/fPrppwCAnj17ol+/fkqVxsKI9y2vUTKL06dP480335S/N5lMmDVrFmkNjDHGGGOVOXDgAN577z35+5SUFIwfP17BitSrxpZz8Xbq1CkeQFcZl8uF/fv382kyRDhvepw5Pc6cHmdOS/S8vZdz0ev1Pjt+9evXV6KkSomeOaudXC4Xjh8/7nMfX1S0ZnFfQYvzpseZ0+PM6XHmtKS8/Zd85H2W6qvWIDpTH4fDgUWLFsHhcChdSq3AedPjzOlx5vQ4c1qi5+29nIsog+iiZ85qJ4fDgc8++8znPj41umZxX0GL86bHmdPjzOlx5rSkvP3xPkv1VWs5FwAoKirCu+++i6+//hrnz5+HzWYr+yQaDU6cOFGdpxEOn3LLGGOMMQqzZ8+WZ8fWqVMH48ePx+TJk2Gz2TB+/HjEx8crXCELB963vEbJLPLy8jB27Fj5+7S0NIwePZq0BsYYY4yxypw8eRIzZ86Uv2/bti2efvppBStSL5LlXC5fvoxbbrkFr7/+Ovbt24djx47h6tWruHjxIk6fPo3Tp0/DbrfD7XZX52lYCJxOJ3bs2AGn06l0KbUC502PM6fHmdPjzGmJnrf/ci6xsbGYNGkSpk+frtoBdNEzZ7WT0+nE/v37fe7jWV01i/sKWpw3Pc6cHmdOjzOnJeWt0Wh87ud9luqr1iD6hAkTcOLECSxfvhxXr14FALzwwgsoKSnBnj170LlzZzRv3hw///xzWIpllXM6nVi7di13TkQ4b3qcOT3OnB5nTkv0vP2Xc5H+NRgMSpVUKdEzZ7WT0+nEpk2bfO7j9UVrFvcVtDhvepw5Pc6cHmdOS8qbB9HDr1rLubRo0QKtWrXCV199BaD0Q9yECRMwbtw4AMDVq1dx00034e9//zumT58enooFwafcMsYYY4zC/PnzceTIEQBAw4YN5f0wFll43/IaJbOw2+0YOXKk/H2nTp0wZMgQ0hoYY4wxxipz+fJljB8/Xv6+V69eePjhhxWsSL1IlnO5cOECbr75Zvl7nU4Hi8Uif1+vXj306dMHq1atqs7TsBA4nU5s3ryZj/AR4bzpceb0OHN6nDkt0fP2X85FBKJnzmonp9OJb775xmdmF8/qqlncV9DivOlx5vQ4c3qcOS0pb+/PCADvs4RDtQbR4+Pjfa6uW69ePWRnZ/s8Ji4uDhcvXqzO07AQ8FpTtDhvepw5Pc6cHmdOS/S8Ay3nonaiZ85qJ6fTie+//95nCRf+QFqzuK+gxXnT48zpceb0OHNaUt7+SzvyEnTVV63lXLp06YKGDRvis88+AwD07t0bBw8exM8//4zExERYLBa0a9cOWq0WR48eDVvRIuBTbhljjDFGYfHixfjxxx8BAK1atUJWVpbCFbGawPuW1yidxdixY5GXlwcAuPfee3H//feT18AYY4wxVpnnnntOPnjx2GOPoWvXrgpXpE4ky7ncfffd2LJlC8xmMwDgqaeewqVLl9CuXTv0798ff/nLX3DixAlkZmZW52lYCBwOB9auXetzhgCrOZw3Pc6cHmdOjzOnJXreIs5EFz1zVjtJ2633TK7Y2FgFK4p83FfQ4rzpceb0OHN6nDkt77yjo6Pl+3mfpfqqNYj+9NNPY+HChfIg+sMPP4wZM2agpKQEn376KXJycpCVlYWXXnopLMWyyrndbhw9ehRut1vpUmoFzpseZ06PM6fHmdMSPW8RB9FFz5zVTtJ26z2IXrduXQUrinzcV9DivOlx5vQ4c3qcOS3vvL0H0XmfpfqqtZxLeVwuF3Jzc5GcnOxz4Z3aROnTTBljjDFWO3z44Yf4/vvvAQDt2rXDU089pXBFrCbwvuU1SmexYMECHDp0CAAwcuRIXH/99eQ1MMYYY4xVZvr06Thz5gwAYPz48UhJSVG4InUiWc6lPDqdDikpKbV2AF1JDocDH330EZ8mQ4TzpseZ0+PM6XHmtETP23smuv8FhNRK9MxZ7SRtt/Hx8fJ9PKurZnFfQYvzpseZ0+PM6XHmtLzz9l7ChfdZqq9ag+jXXXcdbrrpJuzZs6fcx7z99tu47rrrqvM0LAQejwe5ubmogRMMWACcNz3OnB5nTo8zpyV63iIu5yJ65qx2krZbo9Eo35eUlKRgRZGP+wpanDc9zpweZ06PM6flnbdOp5Pv917ahVVNtZZzkT60mUwmLF26FAMGDCjzmDfeeAMTJ06Ey+WqepUCUvo0U8YYY4zVDp988gm2bt0KAOjatSsee+wxhStiNYH3La9ROosrV65gxowZuPXWW/Hggw+SPz9jjDHGWDCys7Px9ttv495778Wdd96pdDmqRbacy4ABA9CwYUM8+uijmDx5cnV/Hasmu92ORYsWwW63K11KrcB50+PM6XHm9DhzWqLn7T0T3Xu2iZqJnjmrnaTttk6dOpg6dSoPoBPgvoIW502PM6fHmdPjzGl55920aVPMmDGDB9DDpNqD6G3atMGePXvQuXNnjB8/HoMGDeJ1jhhjjDHGiIi4nAtjjDHGGGOMiaTay7lMmDAB48aNg81mw6BBg7B69WrcfvvtWLt2LerVq8fLufApt4wxxhirQevWrcMXX3wBAOjduzfPjo1QvG95DWfBGGOMMcbChWw5F0lUVBRWrlyJV199Fd999x3S09Nx7NixcP16FiS73Y65c+fyaTJEOG96nDk9zpweZ05L9Ly9Z6IbDAYFKwme6Jmz2om3W3qcOS3Omx5nTo8zp8eZ0+K8a07YBtEl//rXv7BkyRKcPXsWt912G3bu3Bnup2AV0Gg0SEpKgkajUbqUWoHzpseZ0+PM6XHmtETPW8TlXETPnNVOvN3S48xpcd70OHN6nDk9zpwW511zwraci79vv/0WDz/8MK5cuQKNRsPLuTDGGGOM1YDNmzdj7dq1AIB+/fqhZ8+eyhbEagTvW17DWTDGGGOMsXAhWc5l/Pjx6N69e8D/u+OOO7B7927cc889uOOOO6rzNCwENpsN06ZNg81mU7qUWoHzpseZ0+PM6XHmtETP23sJF1FmooueOaudeLulx5nT4rzpceb0OHN6nDktzrvmVOuT1vjx4yv8/1atWmHjxo3VeQoWIq1WixtuuMHn1G5Wczhvepw5Pc6cHmdOS/S8TSaTfFuUQXTRM2e1E2+39DhzWpw3Pc6cHmdOjzOnxXnXnGot58LKx6eZMsYYY4zC/v37sWjRIgDA4MGDkZ6ernBFrCbwvuU1nAVjjDHGGAuXGlnOZeLEiZg0aRKuXLkifx/M16RJk6rXGhY0q9WKcePGwWq1Kl1KrcB50+PM6XHm9DhzWqLn7T0T3XtpFzUTPXNWO/F2S48zp8V50+PM6XHm9DhzWpx3zQnpnN8JEyZAo9EgIyMD9evXx4QJE4L6OY1Gg7Fjx1alPhYivV6Prl27CnM6t+g4b3qcOT3OnB5nTkv0vKOiouTbdevWVbCS4ImeOaudeLulx5nT4rzpceb0OHN6nDktzrvmhLScy/bt2wEA6enpMJlM8vfB6NatW+jVCYxPM2WMMcYYhezsbEyZMgVA6YSH5ORkhStiNUGpfct58+ZhxowZyMnJQbt27fDOO++gc+fOAR+7cOFCLF++HEeOHAEAdOjQAVOmTPF5fGZmJpYtW+bzc71798amTZuCron3sxljjDHGWLjUyHIu3bp1Q7du3eTThqXvg/liNKxWK0aNGsWnbRDhvOlx5vQ4c3qcOa1Iyjs+Pl7pEoISSZlHspUrVyIrKwvjx4/H/v370a5dO/Tu3RuXLl0K+Pht27bh0UcfxTfffINdu3YhNTUVd999N86dO+fzuHvuuQcXLlyQvz7++GOK5lQbb7f0OHNanDc9zpweZ06PM6fFedecal2qdfny5Th06FCFjzly5AiWL19enadhIdDr9ejbty+ftkGE86bHmdPjzOlx5rREzzslJQX169dHWlqaz9IuaiZ65rXFrFmzMGzYMAwZMgRt2rTBggULEBMTg8WLFwd8/IcffogRI0agffv2uOGGG7Bo0SK43W5s2bLF53FRUVFo2LCh/FWvXj2K5lQbb7f0OHNanDc9zpweZ06PM6fFedecag2iZ2ZmYu3atRU+5vPPP8eQIUOq8zQsBLz2ES3Omx5nTo8zp8eZ0xI9b4PBgPHjx+Pll19WupSgiZ55bWC327Fv3z706tVLvk+r1aJXr17YtWtXUL/DbDbD4XCgfv36Pvdv27YNycnJaN26NYYPH468vLwKf4/NZkNhYaHPl1Sj9K/3bYfDIf+cdNtqtcLpdAa87XK5AAAWi0W+bTab4Xa75dsejwc6nQ633HILdDodPB4PzGYzAMDtdsu3XS4XLBaLfFuaBeZ0OgPedjgcsNls8m3qNknt8L6tpjYBQNeuXeF0OiOmTWp+nfR6PTp37iw/fyS0Se2vk9PpRNeuXeXnioQ2qf114r6c+/JIf524L69am4JRrUH0YLhcLmi1Nf407P+zWq0YMWIEn7ZBhPOmx5nT48zpcea0IiFvg8Eg1P5WJGQe6XJzc+FyuZCSkuJzf0pKCnJycoL6Ha+88goaN27sMxB/zz33YPny5diyZQumT5+O7du3o0+fPvKHmUCmTp2K+Ph4+Ss1NRUA5Bnxy5cvl898XbBgAVavXg0AmD17NjZs2AAAmDJlCrZu3QoAGDNmDHbv3g0AyMrKwsGDBwEAw4cPx/HjxwGUThbKzs4GAGRkZCAvLw9Xr15FmzZtcPXqVeTl5SEjIwNA6XUJMjMzAQDHjx/H8OHDAQAHDx5EVlYWAGD37t0YM2YMAGDr1q3ydQw2bNiA2bNnAwBWr16NBQsWkLbJYrEgIyMDFotFlW3avn07RowYgeeffz5i2qTm18lqteLuu+/G+++/HzFtUvvr9Pzzz2PEiBHYvn17xLRJ7a8T9+Xcl0f668R9edXaFBRPNWg0Gs8bb7xR4WP69u3rSU5Ors7TCKmgoMADwFNQUED6vE6n07Nv3z6P0+kkfd7aivOmx5nT48zpcea0OG96nHnoqPctz5075wHg2blzp8/9L730kqdz586V/vzUqVM99erV8xw8eLDCx504ccIDwPP111+X+xir1eopKCiQv/744w8PAM/ly5c9Ho/HY7PZPDabTb5tt9vln5NuWywWj8PhCHhb2g7NZrN8u6SkxONyueTbbrfb43A4PDt27PA4HA6P2+32lJSUeDwej8flcsm3nU6nx2w2y7ctFovH4/F4HA5HwNt2u91jtVrl297toGiT1A7v22pqk9Vq9ezbt89TXFwcMW1S8+vkdDo9u3fvln9PJLRJ7a9TcXGxZ9++fR6r1RoxbVL768R9Offlkf46cV8eepuC3c/WeDweT/BD7kCPHj3k29u2bUPz5s3RvHnzMo9zuVzIzs7G6dOnMWDAAGEuGBQuwV7ZlTHGGGOMscpQ71va7XbExMTgk08+Qd++feX7Bw8ejPz8fHz++efl/uzMmTMxefJkfP311+jYsWOlz9WgQQNMnjwZTz31VFC18X42Y4wxxhgLl2D3LUM+73fbtm3yl0ajwenTp33uk76+//57FBUVoX///pgzZ0512sJCYLFYkJmZKa83xGoW502PM6fHmdPjzGlx3vQ4c/UzGo3o0KGDz0VBpYuEdunSpdyfe/PNNzFp0iRs2rQpqAH07Oxs5OXloVGjRmGpuybxdkuPM6fFedPjzOlx5vQ4c1qcd80JeRDd7XbLXx6PBxMmTPC5T/pyOp24dOkSVqxYUWYtxXCbN28emjdvDpPJhPT0dOzdu7fcxy5duhQajcbny2Qy+TzG4/Fg3LhxaNSoEaKjo9GrVy95vRy1MxqNGD16NIxGo9Kl1AqcNz3OnB5nTo8zp8V50+PMxZCVlYWFCxdi2bJl+PXXXzF8+HCUlJRgyJAhAIBBgwbh1VdflR8/ffp0jB07FosXL0bz5s2Rk5ODnJwcFBcXAwCKi4vx0ksvYffu3Th9+jS2bNmCBx98EK1atULv3r0VaWMoeLulx5nT4rzpceb0OHN6nDktzrvmhLyci7ft27ejefPmaNasWThrCsnKlSsxaNAgLFiwAOnp6ZgzZw5Wr16NY8eOITk5uczjly5diueffx7Hjh2T79NoND4D/dOnT8fUqVOxbNkytGjRAmPHjsXhw4fxyy+/lBlwLw+fZsoYY4wxxsJFqX3Ld999FzNmzEBOTg7at2+PuXPnIj09HQDQvXt3NG/eHEuXLgUANG/eHGfOnCnzO8aPH48JEybAYrGgb9+++Omnn5Cfn4/GjRvj7rvvxqRJk0KadMP72YwxxhhjLFxqbDkXb926dZMH0IuLi7F//35899131fmVIZs1axaGDRuGIUOGoE2bNliwYAFiYmKwePHicn9Go9GgYcOG8pf3TrvH48GcOXMwZswYPPjgg2jbti2WL1+O8+fPY+3atQQtqh6z2YwBAwbAbDYrXUqtwHnT48zpceb0OHNanDc9zlwczz77LM6cOQObzYY9e/bIA+hA6TKP0gA6AJw+fRoej6fM14QJEwAA0dHR+PLLL3Hp0iXY7XacPn0a7733Xo2ftRouvN3S48xpcd70OHN6nDk9zpwW511zqjUTHSjdWX7++eexceNGuN1uaDQaOJ1OAMD333+PYcOGYf78+ejevXs46vVRlQseLV26FEOHDkWTJk3gdrtxyy23YMqUKbjxxhsBACdPnkTLli3x008/oX379vLPdevWDe3bt8fbb78dVG1KzZBxu93Izs5G06ZNodVW6xgJCwLnTY8zp8eZ0+PMaXHe9Djz0PHs62t4P7v24Mxpcd70OHN6nDk9zpwW5x06kpnoZ8+exa233oqNGzfiwQcfRJcuXeA9Jp+eno7c3Fx8/PHH1XmacuXm5sLlcpWZvZKSkoKcnJyAP9O6dWssXrwYn3/+OT744AO43W7cdtttyM7OBgD550L5nQBgs9lQWFjo8wWUDvRL/3rfdjgc8s9Jt61Wq3wAwv+2y+UCUHqBAOm22WyG2+2Wb3s8Hmg0GiQlJUGj0cDj8chHntxut3zb5XLJFxhwuVywWq0AAKfTGfC2w+GAzWaTb1O3SWqH9221tMlut6Nx48bQarUR0ya1v05arRYNGzb0eQ1Eb5PaXye73Y60tDS43e6IaZPaXyfuy7kvj/TXifvyqrWJKUur1SItLY0/kBLizGlx3vQ4c3qcOT3OnBbnXXOqlej48eNx9epVbN++HZ988gnuuusun//X6/W4/fbb8f3331eryHDq0qULBg0ahPbt26Nbt25Ys2YNGjRogP/85z/V+r1Tp05FfHy8/JWamgoA8rIyy5cvx/LlywEACxYswOrVqwEAs2fPxoYNGwAAU6ZMwdatWwEAY8aMwe7duwGUXtTp4MGDAIDhw4fLFznNzMyUB/8zMjKQl5eHvLw8tGjRQr6dkZEBAMjOzkZmZiYA4Pjx4xg+fDgA4ODBg8jKygIA7N69G2PGjAEAbN26FVOmTAEAbNiwAbNnzwYArF69GgsWLCBtk8ViQUZGBiwWi+ra9Morr6Bbt24wm80R0ya1v05msxmdOnXCokWLIqZNan+dnnvuOTzwwAPYtm1bxLRJ7a8T9+Xcl0f668R9edXaxJRlNpvxwAMP8OnRhDhzWpw3Pc6cHmdOjzOnxXnXnGot59K4cWPccccdWLFiBQDgjTfewMSJE+WZM0DpB4IlS5bg6tWr1a/WT1WWcwmkf//+0Ov1+Pjjj6u8nIvNZpNnJAGlpwKkpqbi8uXLSEpKkmclGY1G2O12aDQaGAwG2Gw2aLVaGAwGWK1W6PV66PX6MrcNBgN0Oh0sFguMRiN0Oh3MZjNMJhO0Wi3MZjOio6Ph8Xjk0zY0Gg0sFgtiYmLkGaQxMTHyzNLo6Gi4XC44HA6YTCY4nU44nc4ytx0OB9xuN6KiouBwOODxeOR2ULQJKJ2R5X1bLW2yWCwoKChASkoKbDZbRLRJ7a+TwWDAhQsXkJiYiKioqIhok9pfJ7vdjpKSEsTHx8PlckVEm9T+OnFfzn15pL9O3JeH3qbi4mJezuX/U2o5F4/Hg7y8PCQmJkKj0ZA9b23GmdPivOlx5vQ4c3qcOS3OO3TB7ltWaxDdZDJh5MiRmDZtGoDAg+gvvPAC/vOf/9TYEZD09HR07twZ77zzDoDSU3PT0tLw7LPPYvTo0ZX+vMvlwo033oh7770Xs2bNgsfjQePGjTFq1Ci8+OKLAErDTE5OxtKlSzFw4MCg6lJy5176oMh/LDWP86bHmdPjzOlx5rQ4b3qceeh4TfRreD+79uDMaXHe9Dhzepw5Pc6cFucdOpI10VNSUuRTTctz+PBhpKWlVedpKpSVlYWFCxdi2bJl+PXXXzF8+HCUlJRgyJAhAIBBgwbh1VdflR8/ceJEbN68GSdPnsT+/fvx+OOP48yZMxg6dCgAQKPRYOTIkZg8eTL+97//4fDhwxg0aBAaN27sM9tdrbxPWWY1j/Omx5nT48zpcea0OG96nDkTEW+39DhzWpw3Pc6cHmdOjzOnxXnXnGrNRB86dCj++9//4ocffkDbtm3LzET/7rvv0K1bN4wcORKzZs0KW9H+3n33XcyYMQM5OTlo37495s6di/T0dABA9+7d0bx5cyxduhRA6cz4NWvWICcnB/Xq1UOHDh0wefJk3HzzzfLv83g8GD9+PN577z3k5+eja9eumD9/Pq6//vqga+IZMrUD502PM6fHmdPjzGlx3vQ489DxTPRreD+79uDMaXHe9Dhzepw5Pc6cFucdOpLlXE6fPi2vG/7SSy/h6NGj+Oijj7B+/Xrs3LkTs2bNQmxsLA4ePIhGjRpV9WmExGs11g6cNz3OnB5nTo8zp8V50+PMQ8eD6NfwfnbtwZnT4rzpceb0OHN6nDktzjt0JMu5NG/eHF9++SXq1auHsWPH4qOPPoLH48H999+Pf/3rX2jQoAE2btxY6wbQlWSxWDBkyBA+bYMI502PM6fHmdPjzGlx3vQ4cyYi3m7pcea0OG96nDk9zpweZ06L86451ZqJLnE6nVi3bh327NmDK1euIC4uDunp6XjwwQdhNBrDUadweLYQY4wxxhgLF963vIazYIwxxhhj4UIyE12i1+vx0EMPYdq0aXjvvfcwc+ZM9O/fv9YOoCvJ7Xbj7NmzcLvdSpdSK3De9Dhzepw5Pc6cFudNjzNnIuLtlt6XX36Jjh074siRI0qXUivwNk6PM6fHmdPjzGlx3jUnLIPoTD2sVitGjRoFq9WqdCm1AudNjzOnx5nT48xpcd70OHMmIt5u6d1zzz3Yt28fhgwZonQptQJv4/Q4c3qcOT3OnBbnXXOqvZyL3W7H2rVr8cMPPyA/Px8ul6vsk2g0eP/996vzNMLh00wZY4wxxli48L7lNZxF7SFdEK1169Y4evSowtUwxhhjLBIFu2+pr86TnDlzBnfddRdOnDiBisbia+MgulJcLheOHz+OP/3pT9DpdEqXE/E4b3qcOT3OnB5nTovzpseZMxHxdquchIQEpUuoFXgbp8eZ0+PM6XHmtDjvmlOt5VxeeOEF/P7773j88cfxzTff4Pjx4zh16lSZr5MnT4arXlYJu92OadOmwW63K11KrcB50+PM6XHm9DhzWpw3Pc6ciYi3W+XEx8crXUKtwNs4Pc6cHmdOjzOnxXnXnGot55KQkIBOnTrhq6++CmdNEYFPM2WMMcYYY+HC+5bXcBa1h7ScS//+/bFq1SqFq2GMMcZYJAp237JaM9Hdbjduvvnm6vwKFmYulwv79+8PuDY9Cz/Omx5nTo8zp8eZ0+K86XHmTES83SrH7XYrXULIioqKlC4hZLyN0+PM6XHm9DhzWpx3zanWIHp6ejp+/fXXcNXCwsDhcGDRokVwOBxKl1IrcN70OHN6nDk9zpwW502PM2ci4u2WlvfAuWgDAfPnz0dcXByWLl2qdCkh4W2cHmdOjzOnx5nT4rxrTrWWc9m3bx/uuOMOLFu2DI888kg46xIen2bKGGOMMcbChfctr+Esage73Y6oqCgAwEMPPYQ1a9YoXFHwpGVoAKAaH7cZY4wxRoBkOZcNGzbgzjvvREZGBnr06IFRo0Zh4sSJZb4mTZpUnadhIXA6ndixYwecTqfSpdQKnDc9zpweZ06PM6fFedPjzJmIeLul5Z3z8ePH8eijj+LAgQPKFVQL8DZOjzOnx5nT48xpcd41p1qD6BMmTMDGjRvh8Xiwbds2zJo1CxMmTAj4xWg4nU6sXbuW/1iIcN70OHN6nDk9zpwW502PM2ci4u2WlnfOR44cwYoVK5CZmalcQVX05ptvKl1C0JxOJ9566y388MMPSpdSa3C/Qo8zp8eZ0+K8a061lnPZvn170I/t1q1bVZ9GSHyaKWOMMcYYCxfet7yGs6gdrly5gsTERJ/74uLiUFBQoFBFwfNezgUQZ0mXI0eO4KabbgIgTs3epJr982csUpjNZixcuBAPPPAArrvuOqXLYSxikCzn0q1bt6C/GA2n04nNmzfzEScinDc9zpweZ06PM6fFedPjzJmIeLulFehiogkJCfSFhMGUKVNgs9mULqNSBw8elG/369dPwUpC5/F40KtXL/Ts2VOoAwAi9ytXrlzBsmXLUFRUpHQpIXE6nXjmmWewceNGpUsJ2cSJEzFy5Eh07NhR6VJC4nQ6MWbMGDRs2FCos3NEJXK/onbVGkRn6sNrH9HivOlx5vQ4c3qcOS3Omx5nzkQk+nZrt9tx4MABYQYYA+UcaGBdBK+//jqmTp2qdBmV8h7oX7NmDQYOHAiHw6FgRcFbu3Yttm7dim+++Qb79+8X4qAFIHa/MmDAAGRmZiIuLg5msxlut1vpkoKye/duzJ8/H/fddx+WLFmidDkh+fLLLwEAV69exTPPPCNUf/7vf/8bFy9exCuvvKJ0ORFP5H5F7aq1nMu3335b6WO0Wi3i4uLQqlUrxMTEVPWphMOnmTLGGGOMsXDhfctrOIuqeeqpp/Dee+9h0aJF+L//+z+ly6nUH3/8gbS0tDL333zzzXjhhRfwxBNPKFBVcMpbTuTFF1/EtGnToNfriSsKzvvvv4+hQ4eWuX/p0qUYPHiwAhUFL1DmW7ZsgdFoRNeuXRWoKPL5Z3777bdj7dq1qFu3LgwGg0JVVe6LL77AvffeK39ft25drFu3DnfccYfqlwLq2LEj9u3bJ3/fp08fLFq0CI0bN1awquAkJyfj8uXLAICSkhIhxwftdjuMRqPSZbAaEOy+ZbUG0bVabdCdjFarxV133YUZM2bgxhtvrOpTCkOpnXuHw4ENGzbgvvvuU/UbV6TgvOlx5vQ4c3qcOS3Omx5nHjoeOL6G97OrRvrclpqairNnzypcTeVOnTpV7pq/LVu2xO+//05cUfAq+ozcoEEDzJgxA4888ghiY2MJq6rcvHnz8Oyzz5b7/zfddBMyMjLQsWNHNGvWDE2bNoXJZIJOp1N88DGY5x88eDCKiopwxx13wOFwoFWrVigqKkL9+vURGxsLrVYLk8kEoOya8DU141daduEvf/kLoqKi4PF4EBUVJc8g1el08Hg8AWd5Kz0L+cEHH6zw/2NiYvD444/DZrOhe/fuyM3NRevWreFwOJCUlAS3243o6Gh4PB5oNBpoNJpy2xpOmzZtwsSJEwP+X6NGjdCvXz907doVN9xwA+rXr4+6devCZDIhKipK8e381ltvxZ49e8rc//rrr2PAgAFo27atAlVVzuFwICUlBVevXgVQOj742muvYdKkSQpXFrz169ejb9++mDt3LkaMGKF0ORUSfX9FCcHuW1brEPi4ceOwd+9ebNq0Ca1bt8Ztt92GlJQUXLx4Ebt27cLRo0fRp08ftGzZEvv378emTZuwa9cu7NmzB9dff311npqVw+12y7mzmsd50+PM6XHm9DhzWpw3Pc6ciShSttsmTZooXUJQKjoN/cSJE3jzzTcxcODAgLPV1ezy5cvIzMxEZmYm0tLS0KdPH7Rv3x7XX389tFotYmNjkZiYCI/HA4fDAaPRCK1WC7vdDpPJBKfTCbfbDY/HI38BKPd2IOX93+nTpyus/fDhwzh8+HC5/x8dHQ2j0QiDwQCtVuszGKrX6+UB0lAGf8M5ULxs2TIApUvVsJpnNpvx3nvvAbiWvdpduHDh/7F33+FRVG0bwO9taYQkhBAgJJAAoYYOQap0UBBBwKDyYlBA6QooRZpUURQBEQQEAUEUFRTpSFE60qT3kgCBFFK3757vj3wz7qaxgeyZnc3zu669mJ1sdp+5d3KYPXvmDL766it89dVX+T5G2MdtO9UVCgUsFou4z9uuz8/TdMinpKTkuX7WrFmYNWsWAKBevXpo1qwZwsPDUaZMGZQsWRIBAQFQq9Xw8fEBYwxKpRLe3t52bUl+tTlS55MeYzQa7aZYslqtmDlzJmrVqoU2bdqgfPnyT3wNqb300ksAgGHDhrl8J7q7HK+4omcaif7333+jY8eOWLp0KWJjY3P9fPXq1RgyZAh27dqFli1b4vvvv0f//v3Rr18/rFmz5lnqdnk0WogQQgghhBQVOrb8D2VReEKnCZA9HcqpU6ckrujJLl++jJo1axb4mDJlyuC3335D/fr14e3tzamyJ5N6tCopnODgYAB44vQShe1YdBRjTPwCwtvbG3q9Xhw9arFYxFHaeb2mVPuawWDAmTNnCv17JUqUgEqlgre3N1QqFVQqlfgFi9BOOXubbt686dTnJ4Xj6+uLb775BvXr10etWrWkLidftvul1GeBkKLHZTqXNm3aoEyZMti4cWO+j+nTpw8SExOxf/9+AEC7du1w9epVxMfHP+3LyoKUp5lu3LgRffr0odM2OKC8+aPM+aPM+aPM+aK8+aPMC486jv9Dx9mFZzAYxGkqKleujBs3bkhc0ZOdP38ederUceixTZs2Rbdu3RAdHY0qVarA398ffn5+UCqVRTr/uO3ob+GWc1Q4Ywy+vr5F8npKpVL88sPLywsmkwlqtVrsaBR+ZjvqNa/lvOT3s0ePHj2xrsDAQLRp0wbVq1dHcHAw/Pz8UKpUKfj5+cHLywsajQYqlUrc54Dsv5+cdTtakyPq1auX79kL48ePh4+PDwYNGoTU1FSEh4dDrVa7xNz0cm1XbNuUnBo3boyZM2ciPT0dL7/8MtLT0xEUFCRO2yK1J9VQpUoVtGrVCvXq1UNYWBh8fX3h5eWFgIAAMMagUqmgVCrtvpxkjIl/m7ZnhNiyvf803XA//fQTpk2bVujfAwBPT0+UKFECCoVCHEFvMBjELzKETHLWXhSdxVar1aF2BQCaNGmCyMhItG3bFmazGW3btsWdO3cQERGBtLQ0lCtXDlqtFiVLlhTbOLVa/cT2Dnj6swLymsrH1TvR5dquSInLdC4nT57EqFGjCnxM9erVsWPHDvF+/fr1cejQoWd5WVIAxhiSkpJc/o/aXVDe/FHm/FHm/FHmfFHe/FHmRI7kvN/ankZvu+zKCprOJadjx47lOU+wr68v/Pz8oNVqERgYiKSkJPj5+SE1NRWenp4wmUxiJ3jOf/O6FTUPDw/06tULzZs3R7Vq1RAREQF/f394e3vD09NT7OTNr9O5qBmNRnh6eub5s1WrVuH111932Yvq1alTB6dPnxbvV61aFWfOnMk173y5cuV4l1YgubYrOfeTESNGoFmzZnjttddyPTYoKAiAa5+h8dFHH2HUqFEoU6aM1KXkq2rVqgX+vHz58ujfvz/q1KmDZs2aoWzZsrBarShZsiSnCvNmtVqhUqkceuyJEydw4sQJrF+/3slVOc7Hxwd//vmn3TqtVuvSF0aVa7siB880Er106dJo1qwZ/vjjj3wf07VrVxw5ckScu2nUqFFYu3ZtvnM5uQsaLUQIIYQQQooKHVv+h7IovEePHqFs2bIAsqdAcXRUoJT++ecfNGnSROoynGLChAl46623ntgpJoWcHZ2//PILevbs6dIdoADw1ltvYdWqVQCyp+sIDw93+Zrl7ubNm6hSpQrq1av3VFO7SMV2v2jSpAl27tyJUqVKSViRY37//fc8L+Y6cuRIzJo1Sxxp7oo8PT1hNBqf6ndLlSqFx48fo3Tp0nj8+DF8fHyg1Wqd9uVmXubNm4cPPvhAfL24uDiEhoZyeW3CB5eR6B06dMDPP/+MuXPnYvTo0XanCZhMJnz55ZfYsWMH+vTpI66/ePGi7C7+IidGoxFr1qxB//79XXaUgDuhvPmjzPmjzPmjzPmivPmjzIkcyXm/tR19rtVqJazEcYUZiZ5TvXr1ULVqVTz//PMwGo1o1qwZ0tPTERoaiqysLAQGBsJoNIoXwBRuwlQjtnNQ53cr6HHp6el5XsA1KioKmzZtcsnOcwC5OrkePnwozhfu6ubNmwdPT0/ExsYiIiJC6nIcJud2pXLlykhISEBAQIDUpRTKuHHjMHfuXLz22mtYt26dy3Y855TXiPLt27ejS5cuElRTOI6cTfPiiy+iVq1a6NixI4DsaYHS0tIQEREBs9kMtVoNq9VqN2UOAIcuVvw0F1oGgMGDB2P16tVITU21e1xycrJLd6LLuV1xdc/Uif7pp5/i77//xsSJE/Hll1+icePGCA4OxqNHj3Dy5EnxP925c+cCABISEnD69GkMGTKkSIonhBBCCCGEEFIw2070rKwssSPClVkslkI9/vXXX8eYMWNQoUIFcdS9VPLqtKhVqxZOnz7tEvNwF6Rjx444efIkzp49K5sOdCB7nvYlS5ZIXUaxI/Xf2tOYOnUqNBoNJk6cKJsOdAC55qD/559/0KhRI4mqKZyCvhRdvHgxnn/+edSuXTvXzwIDAwEg19RWtu+bo1PFPA3hgtXJycl26919Zg2Sv2eazgUA7t+/j3HjxuHnn3+2Ozjz9PRE7969MWfOHJf+hsZZ6DRTQgghhBBSVOjY8j+UReHlvEhnRkZGkV380lkOHDiANm3aPPFxLVq0wK5du1xqflrbCw4KhIuCyoHFYnFqxxQhpPAOHjyIVq1aAQB0Ol2+F3Z1RTlHjwPAoEGD8Oabb6JFixYSVfVk7733HhYsWICYmBj8+OOP4vqNGzeiTZs2WLduHf73v/+Jnf1Evhw9tnzm4QchISFYu3Yt0tLScPbsWfz99984e/Ys0tLSsHbt2mLZgS4lo9GIhQsXPvV8U6RwKG/+KHP+KHP+KHO+KG/+KHMiR3Leb3NeTDQzMxM6nQ5XrlyRqKInc2Q6l61bt2Lnzp0u1YEO5J5XfPny5bLoQBf28cKeBUCenpzbFbmSa+YNGzZEyZIlUaNGDVl1oAN5T5mybNkyl+5AB/67gG7OkecpKSl477338N577+H111+XorQCyXUfl4MiO4fPw8MDderUQYsWLVCnTh2ad0ciCoUCQUFBsjotSc4ob/4oc/4oc/4oc74ob/4ocyJHct5v8+pEHzFiBGrUqIE1a9ZIVFXBntSJ3qhRI7z44osoUaIEp4qezpw5czBw4ECpy3CInPdxuaLM+ZNr5j4+PkhISMC///4rdSnPpHfv3vjzzz+lLsMhQid6zulckpOTsW7dOgDAzp07odPpuNdWELnu43LwzNO5kLzRaaaEEEIIIaSo0LHlfyiLwtu7dy/at28v3j916hQaNmwIIHswVM5OdlewdetWdOvWLc+fLV26FL169UJQUBDnqhwndF4sXrwYQ4cOlbgaQgiRjm1nrpy6IGfNmoVJkyahUqVKuHPnjrj+zTffxOrVq8X7hw4dQkREBNatW4eXXnoJ1atXl6Jc8gy4TeeSkZGBOXPmoH379qhZsyYqV66c61alSpVnfRniIIPBgE8++cQlD4TdEeXNH2XOH2XOH2XOF+XNH2VO5EjO+23Omm/evCkuC1OhMMZw//59l+ngyG9KEYVCgXfeecelO9AB4JNPPkGbNm0wYMAAqUtxmJz3cbmizPmjzImj8huJ/s8//9jdP3jwINq2bYsPPvgATZs2xd27d3HhwgXMmjULu3btAmMMRqMRN2/eREZGhtPrpn3ceZ5pYrbExEQ0b94cN27cgJ+fn9hzbzQaxdMZQkJCoNFoiqRY8mRKpRI1atTIdSEb4hyUN3+UOX+UOX+UOV+UN3+UuXwsXrwYn332GRISElCvXj0sWrQI0dHR+T5+48aNmDx5Mm7fvo3IyEjMnTsXL774ovhzxhimTp2K5cuXIzU1FS1atMCSJUsQGRnJY3OeiZz325wfpG/duiUup6amIj09HePHj8eSJUswYsQILFy4EFevXsWmTZvw/PPP47nnnsPRo0fx119/wdPTE2XKlMGjR49w5coVaLVamEymXDez2Sz+a3sT1jHGwBiD1WoVl21vWq02z22RywUvx40bh3HjxkldRqHIeR+XK8qcP8qcvyZNmuDEiRNo2rSp1KUUitCJnpmZabf+woULdvenT5+OrKwsAEBaWhqioqJgMBjEOckrVKiApKQk8f/igIAAeHh4wGq1wmq1wmKxiMuMMSgUinxveclrvfB/7qRJk54tBGKPPYOhQ4cyhULB1q5dy6xWK1MoFOzjjz9mjDF2/Phx1rRpU9aiRQuWlZX1LC8jS2lpaQwAS0tLk7oUQgghhBAic1IcW27YsIF5eHiwlStXsgsXLrBBgwaxgIAA9vDhwzwff+jQIaZSqdinn37KLl68yCZNmsQ0Gg07d+6c+JhPPvmE+fv7s82bN7OzZ8+y7t27s4iICKbT6Ryui46zC2/Dhg0MgHgbNmyY3f3Nmzfb3d+xYwcLDAwU71epUsXu51LeRowYIXWchBBCCiExMZGNGDGC/f3331KXUijffPNNgf8fhYWF2d1/8cUXmaenp3i/Xr16rESJEuJ9jUbD9f/L6tWrSx2hbDh6bPlMI9G3bduG9u3bo1+/frl+1qRJE2zfvh116tTBxx9/jLlz5z7LSxEH6fV6zJ49GxMnTpTdFZvliPLmjzLnjzLnjzLni/LmjzKXhy+++AKDBg0Sp6NYunQptm7dipUrV2L8+PG5Hr9gwQJ06dIFH3zwAQBgxowZ2L17N7766issXboUjDF8+eWXmDRpEl5++WUAwJo1a1C2bFls3rwZffv25bdxT0HO+61er7e7f/v2bbv7y5cvt7vfpUsXANmj8IxGI27cuAGVSoWXX34ZGo0Gjx49gr+/P2rXrg1/f39oNJo8b2q1OtdNo9FApVJBoVBAqVSKo+tsl4X7FosFjRo1ApB9IdGZM2fiueeec15QxZyc93G5osz5o8z58/X1RUBAABo3bix1KYXi4eFhdz80NBTx8fHi/ddeew1ffPGFeCHsuXPn4s6dO1i6dCk6dOiAkSNH4vHjxzh16hRCQ0NRvXp1ZGRkID4+HhaLBUqlEiqVCkql0u7G8jlLK6e81gHAsWPHEBsbC5PJVIRpEOAZp3N58OAB+vTpI95XqVR2V6UtVaoUXnjhBfz000/Uic6JWq1Gy5YtoVY/01tLHER580eZ80eZ80eZ80V580eZuz6j0YiTJ09iwoQJ4jqlUokOHTrgyJEjef7OkSNHMHr0aLt1nTt3xubNmwFkTyGSkJCADh06iD/39/dH06ZNceTIEZfuRDeZTLh37x4iIyNlud8WNJ0LkH0RTwDitC1A9lzp//77L7KysnDo0CF06dIFERERfAr+f0LHBJDdbgid+8Q5qG3mjzLnjzLnT66ZC9O5CCpWrGjXiV67dm2MHj0an376KXr37o2oqChERUWha9eu4mMCAwPtjnv8/PxQq1Ytp9b9+PFjAPlfW4Q8vWeaBMrf39/um41SpUrZ7VBA9g7y8OHDZ3kZUghqtRqdOnWSXeMkV5Q3f5Q5f5Q5f5Q5X5Q3f5S560tKSoLFYkHZsmXt1pctWxYJCQl5/k5CQkKBjxf+LcxzAtkdwOnp6XY3AOJco0aj0W5Z+HxiMBjEZb1eL3bI5lwWPmTqdDpxWavVwmq1iss3btxA1apVMXLkSKhUKrs5u61Wq7hssVjEQUUWi0UcAW42m/NcNplMYge3yWRy2jbl7ETPORJdMHToUEybNg21atXCihUrUKVKFdSuXRuxsbGIiIjgvk15Keh9YjbzqbMcc6vL4X2SepvUajXatGkjvr47bJOrv09msxmdOnUSX8sdtsnV3yeVSoWWLVvKsi2X6/sEAJ06dYLZbJbVNuWcN79ixYp29yMiIjBt2jRcuXIFP/74o8tsk9D5L7wHxXnfK8w2OeKZOtErV65sdwDWoEED7N69W7xyrU6nw5YtW3LtaMR59Ho9xo4dm+9BJylalDd/lDl/lDl/lDlflDd/lDkpjDlz5sDf31+8hYWFAQBWrlwJIHtKmDVr1gDInnJm48aNAID58+eLI6xnz56NvXv3AgAmTZokjrYePXo0zp49CwAYMmQIrl27BgCIjY0VBwfFxMSIHfdpaWl4/PgxkpOTERMTAwCIj49HbGwsAODatWsYMmQIAODs2bPiyPyjR4+KF/fau3cvZs+eDSB7BPj8+fMBZF+UdenSpU7Zppx/a8IH25wXdF29ejWmTp2K7du3Y9OmTZJv04EDB8TahG0o6H1KTk6GTqdDTEwMdDqd7N4nqbdJr9ejW7du+Pbbb91mm1z9fRo1ahTGjh2LAwcOuM02ufr79PjxY9SpU0eWbblc36cDBw5g7NixGDVqlKy2afv27bCVc/qUypUrY8yYMcjMzIRSqXSZbRI6iDMyMgr1PrnjvleYbXLI0066zhhjU6ZMYSVLlhQvHPrLL78whULBKlSowHr37s0qV67MlEolmzNnzrO8jCxJdcEjk8nE/v77b2Yymbi+bnFFefNHmfNHmfNHmfNFefNHmRce72NLg8HAVCoV27Rpk936/v37s+7du+f5O2FhYWz+/Pl266ZMmcLq1q3LGGPsxo0bDAA7ffq03WNat27NRo4cmW8ter2epaWlibe4uDgGgCUmJoq1GgwGcdloNIq/JyzrdDpxf8u5bDabGWOMabVacTkrK4tZLBZxWajdy8uLGY1GZrVaxc9AFotFXDabzUyr1YrLwgVTTSZTnstGo5Hp9Xpx2XY7inKbZsyYkedFx0aOHCkuBwcHu9w26XQ6sb4mTZo88X2yWq3ie2O77ErbVNh9j+c2mUwmtnfvXvE53WGbXP19ysjIYH///be4v7vDNrn6+2Q0Gtnu3btl2ZbL9X3S6XTs77//ZhkZGbLapq1bt9r9n/nZZ5/Z3bdarS75Pp09e5YBYEFBQYV6n9xx33N0mxw9zlYwls9M9A548OAB/vrrL7Rv3x5BQUEAgM8//xwzZ85EWloavL29MXToUHzyySdQqVRP+zKylJ6eDn9/f6SlpcHPz0/qcgghhBBCiIxJcWzZtGlTREdHY9GiRQCyT82tWLEihg8fnueFRWNiYqDVarFlyxZxXfPmzVG3bl3xwqIhISEYO3YsxowZI25XcHAwvvvuO4fnRJcii7t376JSpUrw9PSU5RkUkydPxsyZM3Ot/+6777B48WKcOHECEyZMEEeBuRKFQgEAKFeuHB48eCBxNYQQQoqLv//+G61btxbvL1u2DN9//z3++usvVKlSBdevX5ewuvxdvXoV1atXR0BAgDg/OimYo8eWzzSdS/ny5RETEyN2oAPAmDFjkJSUhAcPHiAzMxOfffZZsetAl5Jer8fQoUNleXAvR5Q3f5Q5f5Q5f5Q5X5Q3f5S5PIwePRrLly/H6tWrcenSJQwZMgRZWVkYMGAAAKB///52Fx4dNWoUduzYgc8//xyXL1/GtGnT8M8//2D48OEAsjtD33vvPcycORO///47zp07h/79+yMkJAQ9evSQYhMdJnyeMZlMstxvhZpzXiStTJky2LlzJ3777TdMnz5ditIKpNfrxTlpQ0JCJK7G/VHbzB9lzh9lzp9cM8/5f6avry8WLFiAkSNH4pdffpGoqicTpnOxvTg3KRpOuZqTSqXKdcEgwodGo8HAgQOh0WikLqVYoLz5o8z5o8z5o8z5orz5o8zlISYmBomJiZgyZQoSEhJQv3597NixQzzOv3v3rt1Ft5o3b47169dj0qRJmDhxIiIjI7F582ZERUWJj/nwww+RlZWFwYMHIzU1FS1btsSOHTvg5eXFffsKQ+hEZ4zJcr8VLtBVunRp3L9/X1wfFBSEUqVKoXv37lKVViCNRoN169Zhw4YNmDVrltTluD1qm/mjzPmjzPmTa+Z5daLXr18fCxYskKgixwjHVNSJXvQKPZ1L5cqVC/8iCgVu3LhR6N9z1OLFi/HZZ58hISEB9erVw6JFixAdHZ3nY5cvX441a9bg/PnzAIBGjRph9uzZdo+PjY3F6tWr7X6vc+fO2LFjh8M10XQuhBBCCCGkqNCx5X+kyCIpKQllypQBkD3Cy/bLAzl45513sGzZMtSpUwfnzp0T19+4ceOpPt8RQggh7u7y5cuoWbOmeH/v3r1o27athBU55t69ewgNDYVarYbJZJK6HFlw2nQut2/fRlxcHB48eODwzXa0Q1H78ccfMXr0aEydOhWnTp1CvXr10LlzZzx69CjPx+/fvx+vvfYa9u3bhyNHjiAsLAydOnXCvXv37B7XpUsXu2344YcfnLYNRUmn0yE2NhY6nU7qUooFyps/ypw/ypw/ypwvyps/ypzIje30lJmZmRJW8nSEU+htp+HM676robaCL8qbP8qcP8qcP7lmntdIdDkQOs6FaV1I0Sn0SHSlUgmVSoUOHTrgrbfeQo8ePSQ9JaNp06Zo0qQJvvrqKwDZFzwKCwvDiBEj8rzgUU4WiwWlSpXCV199hf79+wPIHomempqKzZs3P3VdUo0WslgsuHbtGiIjI2kueg4ob/4oc/4oc/4oc74ob/4o88Kjkej/kSIL4TWB7E70EiVKcHndotK3b1/8+OOP6NOnDzZu3Agg+/R6g8EgXrjTFVFbwRflzR9lzh9lzp9cMxdGdAsuXrxoNzLdVT169Eicek+OZ89JwWkj0S9evIhRo0bhzJkz6Nu3L0JCQvD+++/bnRbIi9FoxMmTJ9GhQwdxnVKpRIcOHXDkyBGHnkOr1cJkMiEwMNBu/f79+xEcHIzq1atjyJAhSE5OLtLanUWlUqFGjRqyapjkjPLmjzLnjzLnjzLni/LmjzInciP3fVWYEz04OFhcV758eZfuQAeoreCN8uaPMuePMudPrpnLdSS6bd00L3rRKnQneo0aNTBv3jzEx8fjl19+QbNmzbB48WLUr18fjRs3xpIlS5CWluaMWnNJSkqCxWLJdRHTsmXLIiEhwaHnGDduHEJCQuw64rt06YI1a9bgzz//xNy5c3HgwAG88MILBZ4KYTAYkJ6ebncDsjv6hX9tl4XTKwwGg7is1+vFHTznsvDaOp1OXNZqtbBareIyYwxZWVl45ZVXkJWVBcYYtFotgOwR+sKyxWIRT6OxWCzi6Z1msznPZZPJJB54m0wm7tskbIftsjO3yWAwICMjA7du3cLFixdx9uxZHDhwADt37sSWLVuwfv16rFu3DmvXrsWiRYvQtGlTJCcnu/Q2udP7pNVq0bt3b6SmprrNNrn6+5SSkoJXX30V6enpbrNNrv4+UVvOd5tSUlLQu3dvaLVat9kmV3+fqC1/um0i0rH94J+RkSFhJU9H2Hdt5z939alcgOz9/9VXXxX/VolzUd78Ueb8Ueb8yTVzuXaiC8eiAHWiF7WnHtOvUqnQo0cP/P7774iLi8Ps2bORlZWFYcOGISQkBP369cPdu3eLstYi98knn2DDhg3YtGmTePVaIPt0x+7du6NOnTro0aMH/vjjD5w4cQL79+/P97nmzJkDf39/8RYWFgYAWLlyJQBgzZo1WLNmDQBg6dKl4mmU8+fPx9atWwEAs2fPxt69ewEAkyZNwtGjRwEAo0ePxtmzZwEAQ4YMwbVr1wBkTzsTHx8PAIiJiUFycjIYY0hPTwdjDMnJyYiJiQEAxMfHIzY2FgBw7do1DBkyBABw9uxZjB49GgBw9OhRTJo0CUD2BRNmz54NANi6dSvmz58PANi4cSOWLl3KdZt0Oh1iYmKg0+mKZJtSUlLw+eefo1+/fpgwYQKef/551KlTB/Xr10fZsmXh6+sLPz8/VK5cGbVr10b9+vXRpk0bdOnSBd27d8cbb7yBfv36oX///hg5ciSOHz+OlStXSrpN7vg+5bdNXl5eaNKkCX766Se32SZXf58++ugjzJs3D2fOnHGbbXL194nacr7bNGvWLLz22mvw8vJym21y9feJ2vKn2yYiHdtO9IKmskxPT8edO3d4lFQowpc+ISEhEldSOF5eXpg3b57dZzXiPJQ3f5Q5f5Q5f3LNPGcnulymcrOtkzrRixgrYnv27GGhoaFMqVSy3377raif3o7BYGAqlYpt2rTJbn3//v1Z9+7dC/zdzz77jPn7+7MTJ0449FpBQUFs6dKl+f5cr9eztLQ08RYXF8cAsMTERLFWg8EgLhuNRvH3hGWdTsdMJlOey2azmTHGmFarFZezsrKYxWIRl61WK7NarbmWGWPMYrGIy2azmWm1WnFZp9MxxhgzmUx5LhuNRqbX68Vl2+2QwzZdvnyZrVq1ivXt25eVLVuWAXDoplKpmJ+fHytXrhyLiIhgtWvXZk2aNGEtWrRgbdq0YZ06dWKVK1dmANjIkSPpfaJtom2ibaJtom2ibaJtcto2paWlMQAsLS2NFXdSZGGxWMRjROH4Piez2cxq167NALDvvvuOW22OaN68OQPAfv31V/H4ddiwYVKXRQghhLgsq9Vq10ckFyaTSaw5OTlZ6nJkwdFjyyLbC44fP87effddFhAQwBQKBQsNDWUnT54sqqfPV3R0NBs+fLh432KxsAoVKrA5c+bk+ztz585lfn5+7MiRIw69RlxcHFMoFIX6UkCqDzpZWVmsW7du4ofC4spsNrMffviB1a1bN88O8goVKrB27dqxIUOGsHnz5rE1a9aw7du3sxMnTrDbt287nN+0adMYAPbmm286d4OIiPZx/ihz/ihzvihv/ijzwqNO9P9IlYVwHHnz5s08f753717xMY0aNeJa25M0bNiQAWDbtm1je/bsYdOmTRO/FHJl1FbwRXnzR5nzR5nzJ+fM5diJnpmZKdb86NEjqcuRBUePLdXPMoo9KSkJa9euxapVq3DhwgWo1Wq89NJLePvtt9G5c2cuV4AdPXo03nzzTTRu3BjR0dH48ssvkZWVhQEDBgAA+vfvjwoVKmDOnDkAgLlz52LKlClYv349wsPDxbnTfX194evri8zMTHz88cfo1asXypUrhxs3buDDDz9E1apV0blzZ6dvz7Py9vbGqlWr4O3tLXUpkrh8+TJ27dqFxYsX4+rVqwAAtVqNJk2aoF27dujcuTMaNGhQZHNZCVfttZ1zijhXcd/HpUCZ80eZ80V580eZEzlSqVSwWCzw8PDI8+f//POPuHz69GlkZma6zPypwnQunp6eaNeuHdq3by9xRY6htoIvyps/ypw/ypw/ypwvHx8f8ZiFpnMpWoXuRLdardi2bRtWrlyJrVu3wmQyISoqSpxjmvcFamJiYpCYmIgpU6YgISEB9evXx44dO8SLjd69e9euM3/JkiUwGo3o3bu33fNMnToV06ZNg0qlwr///ovVq1cjNTUVISEh6NSpE2bMmJFrPiRX5ePjI3UJ3On1esTGxuLHH38U1wUGBuK9997D8OHDUapUKae8rjDXVFZWllOen+StOO7jUqPM+aPM+aK8+aPMidyo1eoCP5CeP39eXLZarThz5gxatmzJq7wC2Xaiyw21FXxR3vxR5vxR5vxR5nw96ZiFPJ1CDxUPDQ3Fyy+/jP379+Ptt9/G8ePH8e+//+K9996T7Arvw4cPx507d2AwGHDs2DE0bdpU/Nn+/fvx3Xffifdv374Nlj2Njd1t2rRpALK/Idu5cycePXoEo9GI27dvY9myZWKnvKuzvXhWccEYw/Dhw/Hjjz9CqVSibdu2WLBgAW7fvo3Jkyc7rQMdyG6YACAjI8Npr0HsFcd9XGqUOX+UOV+UN3+UOZEj4eKi+Q2eyHlBUeGsSFeg1+sBQHYXdaO2gi/Kmz/KnD/KnD/KnC+dTid2nlMnetFSMMZYYX5BqVRCo9GgefPmDp+KoVAosHXr1qcqUK7S09Ph7++PtLQ0ccoPHhhj0Ol08Pb2hkKh4Pa6Urh37x5Wr16NW7duYcWKFVAoFNi+fTvXaXc2bdqEV155Bc2aNcPhw4e5vW5xVpz2cVdBmfNHmfNFefNHmReeVMeWrkiqLPz8/JCRkYGrV68iMjIy188rV66MW7duoWHDhjh16hQ+/PBDzJ07l1t9BQkODkZiYiLOnTuHqKgoqctxGLUVfFHe/FHm/FHm/Mk5c9t6C9l9KhnGGAICApCenp7vMQux5+ix5VPNiW4ymXDgwAGHHy+3PxK502q1bj/XFGMML730Ek6fPi2umzNnDvd564VTkrRaLdfXLe6Kwz7uaihz/ihzvihv/ihzIjfCSHSLxZLrZ4wxxMfHAwDat2+PU6dOudRIdDlP50JtBV+UN3+UOX+UOX9yzXzOnDmYMGECvv32W6lLKRThmKWgkejTpk3D+vXr8c0336Bt27a8SpO1Qk/ncuvWrULfbt686YzaSR50Oh0GDBjg9qfJHDt2TOxA79evH9asWYMPP/yQex3CdC6ZmZncX7u4Ki77uCuhzPmjzPmivPmjzIkcFTSdS3p6OkwmEwCI86BfuXKFX3FPIOfpXKit4Ify5o8y548y50/OmY8bNw7x8fF46623pC7FYTqdTjxWyeuLfwC4ceMGPv74Y1y7dg3Dhg2TzSh7qRV6OhfiGDrl1rkGDRqEFStW4H//+x/WrFkjWR2nTp1Co0aNUKFCBcTFxdFZF4QQQghxCjq2/I9UWZQtWxaPHj3Cv//+izp16tj97ObNm6hSpQp8fHxw/vx5VK5cGZ6entBqtVAqCz1uqUgxxsQaHj58iODgYEnrIYQQQohzVahQAffv38fp06dRv379XD9fvHgxhg8fLt6/cuUKqlWrxrFC1+LosaW0R3SkyFmtVty9exdWq1XqUorc5s2b8fLLL2PPnj3YsGEDAODtt9+WtCbhA8m9e/cQHByM5cuXS1pPceDO+7irosz5o8z5orz5o8yJHAkj0YUR57ZSUlIAAIGBgQgLC4NKpYLBYEBCQgLXGvNiNBrFZblN50JtBV+UN3+UOX+UOX+UOV9Wq1Uc4JnfdC62UyMDwNGjR51elzugTnQ3o9frMXbsWPGUTXdhMBgwcOBA/P777+jYsSMyMzNRtWpVtG7dWtK6bE+NSUpKwuDBgyWspnhw133clVHm/FHmfFHe/FHmRI6EwRN5nY5u24muVqsRFhYGIHsqTKnZ/p3JbToXaiv4orz5o8z5o8z5o8z50uv1SE1NBZB/J/rFixcBQDxeOXLkCJfa5I460d2Mj48PfvrpJ/GCl3Ly8OFDnDt3Ls+fXb58GcnJyXbr3n77bcmnTylZsqSkr18cyXkflyvKnD/KnC/Kmz/KnMiRcC0cjUaT62fCcWrp0qUBABEREQBcoxNduKgoAHh4eEhYSeFRW8EX5c0fZc4fZc4fZc6Xj48PQkJCAOTfiX779m0AwBtvvAEAOH78OJfa5I460d2MxWLB5cuX8714gCurUqUK6tati6tXr+b62bVr1wBkf2gJCgrC888/jxEjRvAuMRepO/GLIznv43JFmfNHmfNFefNHmRM5EjrRbadHEdiORAeA8PBwAP99SJWS0Inu6ekpu2NXaiv4orz5o8z5o8z5o8z5slgs4tQ5eXWi6/V6PHjwAADw8ssvAwAuXbpE0+04gDrR3YzRaMQnn3yS58G9qxOuHrx3714AwJo1a9CsWTNcvnxZ7Fjv27cvEhMTsX//fpQoUUKyWgV0XV7+5LyPyxVlzh9lzhflzR9lTuRImM4lr9PRhZHoQie6K41EF+qV23zoALUVvFHe/FHm/FHm/FHmfBmNRvHL/by+uLh//z4AwNvbG40bN4aHhwd0Oh3u3LnDtU45UktdACla3t7e+O6776Quo9C0Wq24bDAYYDKZ8OabbwIAli9fLjYAkZGRktSXH19f31zrjh8/jqpVq4ofokjRkus+LmeUOX+UOV+UN3+UOZEjYSS68K8t4VjVladzkWMnOrUVfFHe/FHm/FHm/FHmfHl7eyM8PByPHz/OcyR6YmIiACA4OBhqtRrVqlXD+fPncenSJfH4heSNRqK7GYvFglOnTsnuNBnhjxgAHj9+LJ5aAgBnzpwRR6JXq1aNe20FyeuU2KZNm6Jp06YSVFM8yHUflzPKnD/KnC/Kmz/KnMiRSqUCkPd0Lq48El3oRJfbRUUBait4o7z5o8z5o8z5o8z5slgs4rFKXp3ojx49ApDdiQ4AtWrVApA9pQspGHWiuxmTyYQVK1bAZDJJXUqhJCUlicuPHz9GXFyceP/atWvinOiu1ome33Qu169f51xJ8SHXfVzOKHP+KHO+KG/+KHMiR8J0Lnl1oj9+/BgAUKpUKQD/zYkeFxeX70W9eJHzdC7UVvBFefNHmfNHmfNHmfNlMpnEPraCRqKXKVMGAFCzZk0AwMWLFzlVKF80nYub8fLywtdffy11GYWWmpoqLmu1Wty7d0+8b9uhXrVqVZ5lPVFe07kIrl+/jlKlSomn9ZKiIdd9XM4oc/4oc74ob/4ocyJHwjQuwoh0WxkZGQAAPz8/AED58uXh6ekJg8GA+Ph4sVNdCnKezoXaCr4ob/4oc/4oc/4oc768vLwQGRmJhw8fOjQSXehEp5HoT0Yj0d2M2WzGwYMHJR/xUljCwT2QfYFR2051Qfny5VGyZEmOVT2byMhINGzYUOoy3I5c93E5o8z5o8z5orz5o8yJHBU0El3oRBeOVZVKJSpVqgRA+ild5DydC7UVfFHe/FHm/FHm/FHmfJnNZmRlZQHI+8Ki+Y1Ev3TpUr6zLZBs1InuZsxmMzZv3iy7xilnJ7rwQcSWq11U1BF3797Fp59+iqVLl0pdituQ6z4uZ5Q5f5Q5X5Q3f5Q5kaOCOtEzMzMB2J+l6Crzost5JDq1FXxR3vxR5vxR5vxR5nyZzWbxWi2OjESvVq0alEolUlNT8fDhQ36FyhBN5+JmvLy8MG/ePKnLKDTbTnStViubTvSCpnMRjBs3DgCwc+dO6PV6jB07Fjdv3kS7du1w9uxZNGjQAGfPnkXFihVx8+ZN+Pv7Iz4+HgqFAhkZGdBqtbBYLLBYLDCZTDAajTAajTCbzWCMwWq12v2b17r8/n3llVcQExPj7JiKlFz3cTmjzPmjzPmivPmjzIkcaTQaAHlP5yJ0otueNekqnehynhOd2gq+KG/+KHP+KHP+KHO+vLy8UKtWLdy9e7fATnRhJLqXlxcqV66M69ev48KFCyhXrhzXeuWEOtHdjNlsxt69e9GuXTtx3kY5yDkSPT09PddjGjRowLMkh1itVigUCodOedm8eTMAYMeOHU6uynF//vmn7DrR5bqPyxllzh9lzhflzR9lTuTIkelcbAdYCPOg37592+m1FUTuI9GpreCH8uaPMuePMuePMufLbDaLFzzPqxNduOhoUFCQuC4qKgrXr1/H+fPn0b59ez6FyhDtvW5GmGuqdevWsmqc8pvOpV27dti7dy8AoG3btpLUVhCz2exwJ3pBNBoNzGYzoqKiYLFYEBISArVaDV9fX5QsWRJKpRIqlQpqtRqenp7QaDRQq9VQKpVQKBSF/jcjIwNTpkzJ88sKVyfXfVzOKHP+KHO+KG/+KHMiR8IIdNvjViB7UIUw96grjkQXjveEi57KCbUVfFHe/FHm/FHm/FHmfJnNZvE6g3l1ogv9bf7+/uK6qKgobN68GefOneNSo1zR3utmvLy8MH36dKnLKLT8pnPp3r07+vXrh3LlyqFWrVpSlZcvLy8veHp6QqfTFer3evTogZIlS2Ls2LFIS0tD8+bNYbFY4OHh4aRK7SUnJ2PKlCkwmUywWCx5npbsquS6j8sZZc4fZc4X5c0fZU7kKL/pXHQ6nTig4mnmRGeMwWKxOK1jISUlBQBQqlQppzy/M1FbwRflzR9lzh9lzh9lzpeXlxeioqJw5cqVAjvRbb/4r1OnDgBQJ/oT0IVF3YzJZMLmzZthMpmkLqVQ8huJ7ufnhwEDBuCFF16QqrQCFTbnPXv24PDhw9i0aRPWrFmDunXrolWrVlCpVNw60AHA29tbXG7QoAHu3bvH7bWflVz3cTmjzPmjzPmivPmjzIkcCdO55ByJLhy3KhQK+Pj4iOuFTvT79++L85LbYoxh4cKFKFu2LLy8vNCxY0ccPHiwyOsWOtEDAwOL/LmdjdoKvihv/ihz/ihz/ihzvkwmk3iBUIvFkuvneV0MXehEv3DhAqxWa57Pm5SUhIULF2LixInYuHFjntPbuTvqRHczVqsVly9fznend1X5daLbfjPmihzNecWKFdi6dSvat2+PZs2aObmqJ/Py8hKXz507h7Fjx0pYTeHIdR+XM8qcP8qcL8qbP8qcyJHQiZ5zVJfth1GFQiGuL126tPgB9e7du7meb/78+Rg1ahQSExNhsViwZ88etGrVCm+88Qbu37+fbx3p6em4du0arl+/jlu3buHevXtITk5GVlZWniPO5NyJTm0FX5Q3f5Q5f5Q5f5Q5X1arVTw2yXlcYDsFnW0nemRkJDw9PZGVlZXntVwOHz6MGjVqYNSoUZgzZw5effVVVKpUCTNnzkRycnK+tWRmZiI+Ph7x8fG4d+8eHj58iJSUFGRkZECv19t18jPGYLVa8zyWcRUK9qyTOZM8paenw9/fH2lpabKcf5C3KVOmYMaMGQAAtVqNqKgonDlzBjt27EDnzp0lrq5gwcHBSExMzPfnGo0Ger1e/ODlKjw9PcVvDr29vREXF4fSpUtLXBUhhBBC8kLHlv+RKouXX34Zv//+O5YtW4ZBgwaJ68+cOYMGDRqgfPnyuTq/69Spg/Pnz+c6pr127Rpq164Nk8mE6dOno3fv3pg/fz5WrFgBxhhKlCiBXr16oUaNGsjIyEBcXByuX7+OGzduFHjcCWRPN6NSqWCxWOw+nH777bd46623iigNQgghhLiq2NhYrF69Gp9++ik++OADcX1mZqY4WDUrK8vuDLoGDRrgzJkz+Pnnn9GrVy9x/e3bt9GoUSOkpKSgVq1aaN26NX7//XfxmMfLywstW7ZExYoVYTAY8PDhQ9y7dw/37t1z6Dp8CoUCCoVC/JIlNDQUcXFxRZKDoxw9tnStXj3yzEwmE9avXy+702RsTwMxm83iN1muPhLdZDIVmPX+/ftx+fJll+tAB+xHo+t0OjRs2FDCahwn131czihz/ihzvihv/ihzIkfCKPOcpy8XdAZl5cqVAWR3mtuaNGkSTCYTunTpgkmTJqFmzZpYtmwZTpw4geeeew5ZWVlYs2YNJk6ciDlz5uD777/H0aNHxQ50X19f+Pr6wtvbO9cc7RaLBUaj0a4D3dfX1yXOhiwsaiv4orz5o8z5o8z5o8z5MplMuHPnDoD8z55TKBR20/wCwHPPPQcAOHTokLiOMYYhQ4YgJSUFTZo0wYkTJ7BkyRLcvn0b33//PerXrw+9Xo89e/Zg5cqVWLduHfbs2YNLly6JHehqtRoajSbfa78II9AFrnzGAl1Y1M0wxpCUlAS5nWCQc27JhIQEAK7fif6knFu3bm13Wq8r8fLysvtW8O7du5g+fTomT57ssjUD8t3H5Ywy548y54vy5o8yJ3IkdFYXNJ1LTvXq1cPvv/+O06dPi+tu376Nn3/+GQAwd+5cu+OuRo0a4dChQ/jrr7+we/du3L9/HyVLlkRISAiqVq2KKlWqoEqVKrlGSZnNZhgMBhgMBvH0aGFEukqlgq+vr90ACrmgtoIvyps/ypw/ypw/ypwvxpj4hb+jU9ABQKtWrbB06VL8/fff4rpffvkFO3bsgIeHB9auXSuOXNdoNHjjjTfw+uuv48KFCzh69CgePXoET09PlClTBiEhIQgNDUWFChXs+vWEi6kLA1JNJhPMZjOsVqvdcYurok50N+Ph4YGRI0dKXUah5exEF76hdPVOdA8PD5QqVQqpqal5/tyVO6NzfusIAFOnTsWxY8ewYsUKlC9fXoKqnkyu+7icUeb8UeZ8Ud78UeZEjjQaDYDcx3fCB9K8jluFM/1OnTolrlu4cCGsVis6duyIunXr5vodpVKJNm3aoE2bNg7XplaroVarUaJECYd/Rw6oreCL8uaPMuePMuePMufLw8MD9evXx+HDh3N1ohd09lyrVq0AAKdPn0ZiYiJKlCiB0aNHAwA+/PBDVK9ePdfvKBQKREVFISoqyqHaFAqFeMySV5+Uq3O9OSbIMzEajVixYoXsrpKbX72u3oluNBrFD062Fi5ciJMnT0pQkePyG420bds2hISEYObMmbh8+TLnqp5Mrvu4nFHm/FHmfFHe/FHmRI6EzvOcgz+ED6R5jUQXOtHPnz8PvV6PtLQ0rFixAgDED6Ykf9RW8EV580eZ80eZ80eZ82U0GnHlyhUAsJvaDSj47LmwsDA0btwYFosFGzZswNy5cxEXF4ewsDBMmDDB+YXLAI1EJy4hv7mxXL0TPT/Dhw936VHoQN4j0W1NnjwZkydPBgCEh4fjueeeQ0REBEqVKgW1Wo3g4GCoVCp4enrCZDJBpVLBw8MDFotFPB2HMSbegNzT3zzpfl7rzGYzLl68SKeCEUIIIYQrYS7PnKO6srKyACDPUeBhYWEICQnB/fv3sX//fpw5cwYZGRmoVauW3YVGCSGEEEKKinBdvsJMQQcA//vf//DPP/9gwoQJ0Ol0AIB58+bZXYC0OKNOdDfj4eGBgQMHSl1GoeXVie7h4QEPDw8JqnGch4cH/P39xYs8CVy9A1LdtGoAAHT4SURBVB1AoS52evv2bdy+fdt5xTyFrl27on379lKXUSzItV2RM8qcL8qbP8qcyFF+07kIHzLzGqCgUCjQvXt3LF26FGvWrMG+ffsAAOPGjZPF8aLUqK3gi/LmjzLnjzLnjzLny8PDAw0aNMDu3btz9bUVNJ0LALz11lv4/PPPcffuXQBAv3790KdPH+cWLCPUie5mjEYjli5dinfffdflO6Bt5fx2DJDHKHSj0Wh3cU45edYrHgcHByMgIAAajQY+Pj5QKpWwWCziVZeVSqXYUa9QKMQPijk/MD7pfk6nTp1CUlISPvjgAxw8eJC+EeVAru2KnFHmfFHe/FHmRI6EY5Scp6MX1IkOAL1798bSpUvxww8/AMg+w++1115zYqXug9oKvihv/ihz/ihz/ihzvoxGI86cOQMg94DVJ41E9/X1xYEDB7Bo0SKEhYVh2LBh9KW/DepEdzMKhQJBQUGy28nzGokuh050hULh0lcOLoij06H069cPzZs3R4cOHVC2bFl4eHjkO586D6+88go2bdqE06dPY8SIEfj2228lq6W4kGu7ImeUOV+UN3+UuetLSUnBiBEjsGXLFiiVSvTq1QsLFizI90NXSkoKpk6dil27duHu3bsoU6YMevTogRkzZsDf3198XF7v+Q8//IC+ffs6bVuKinDMl3N+UaETPb8v9tu1a4eOHTti9+7d0Gg0WLNmjTiqnRSM2gq+KG/+KHP+KHP+KHO+FAqFeLxW2E50IPvL/s8//9x5BcoYdaK7GY1Gg9dff13qMgpNrp3oGo0GAQEBePDgAQCgUaNGGDFihMRVOaagkej169fHV199hYYNG7rcFZNt5xtduXIlnnvuOQwaNEjCityfXNsVOaPM+aK8+aPMXd8bb7yBBw8eiKcCDxgwAIMHD8b69evzfPz9+/dx//59zJs3D7Vq1cKdO3fw7rvv4v79+/j555/tHrtq1Sp06dJFvB8QEODMTSky+XV8P2kkukKhwJYtW7Bjxw7UqFED1atXd1qN7obaCr4ob/4oc/4oc/4oc740Gg0aNWqEX3/9tdDTuZCCOT4pMpEFg8GATz75BAaDQepSCiWv6Vz8/PwkqKRwDAYDkpOTxfv//PMP3nzzTQkrclx+nehDhw7F6dOn0aJFC5frQAeQ6/SvwYMHo2fPnrKdVkcO5NquyBllzhflzR9l7touXbqEHTt2YMWKFWjatClatmyJRYsWYcOGDbh//36evxMVFYVffvkFL730EqpUqYJ27dph1qxZ2LJlS67jvICAAJQrV068SXmG29PIud9qtVoABV+03dPTEy+//DJ1oBcStRV8Ud78Ueb8Ueb8UeZ8GQwGHDx4EMDTjUQn+aNOdDejVCpRo0aNQl000hUIf9i2p/fI4ZsxpVIp29Nx8+pEHzx4MBYvXixBNY7L61TpzZs3w9/fH++++y7i4uKeeb53Yk+u7YqcUeZ8Ud78Ueau7ciRIwgICEDjxo3FdR06dIBSqcSxY8ccfp60tDT4+flBrbY/+XXYsGEICgpCdHQ0Vq5c6fAUc1ITtiPnccaTRqKTp0dtBV+UN3+UOX+UOX+UOV9KpRLly5cHkPs6LsJIdOpEfzo0nYub0Wg06NGjh9RlFJowQsnf3x+pqakA5NGJrtFo4OnpKXUZTyXnB8CPPvoIEyZMkKgax9lO55LTN998g2+++Ua8X7NmTdSpUwdVqlRBUFAQSpcujTJlykChUMBgMEClUokfeBljsFqtsFqtTvswr1ar0bJlS9ldDFWu7YqcUeZ8Ud78UeauLSEhAcHBwXbr1Go1AgMDkZCQ4NBzJCUlYcaMGRg8eLDd+unTp6Ndu3bw8fHBrl27MHToUGRmZmLkyJH5PpfBYLAbvSacfSZ8MBT+9fDwgNFohEKhgEajgcFgEAc86PV6qNVqqNXqXMsajQYqlQo6nQ4eHh5QqVTQarXw8vKCUqmEVquFt7e32InOGANjDDqdDj4+PnYj0S0WC4xGo7hsMpng5eUFs9kMs9mca9lkMsFqtcLT0xMmkwmMMXE7eGwTkP0lgO2yj48PrFYr9Ho9fHx8JN+mHj16QK/XQ6lUus02ufL79OKLL4rHwu6yTa78PlksFvTo0QNmsxl6vd4ttsnV3ye1Wo1OnTpBrVbbteVy3iY5vE/UlvPdpnr16gHIHrBqu01paWkAsvvb5LZNznyfHMaIU6SlpTEALC0tjevr6nQ6NnnyZKbT6bi+7rNq1qwZA8AqVarEADAAbPDgwVKX9UQ6nY75+fmJNctJZGSkWDcA9uDBA6lLcsikSZPs6pbb7bXXXpM6wkKTa7siZ5Q5X5Q3f5R54RXFseW4ceOe+P/UpUuX2KxZs1i1atVy/X6ZMmXY119/7VCt0dHRrEuXLsxoNBb42MmTJ7PQ0NACHzN16tQ8a507dy5jjLHly5ez5cuXM8YYW7BgAVu3bh1jjLE5c+awTZs2ia+zc+dOxhhjY8aMYX///TdjjLEhQ4awkydPMsYYe/PNN9mlS5cYY4z16dOH3blzhzHGWLdu3VhiYiIbMWIEA8CGDh3KEhMTWbdu3RhjjLVp04YBYKtWrWKXLl1ib775JmOMsZMnT7IhQ4Ywxhj7+++/2ZgxYxhjjO3cuZNNnjyZMcbYpk2b2Jw5cxhjjK1bt44tWLCA6zZlZWWxbt26saysLLttunPnDuvTpw9jjEm6TXv27GGTJ09mgwcPdpttcuX3SafTsW7duol/5+6wTa7+Pg0ePJhNnjyZ7dmzx222ydXfp+TkZBYZGcmSk5PdZptc/X2itpx/W16nTh0GgHXv3t1um6KiohgAtnjxYlltk7PfJ0ePsxWMyeT8SZlJT0+Hv7+/eBorL2azGXv37kW7du1ynTrrypo0aYJ//vkH9erVw9mzZwEA48ePx5w5cySurGBmsxnBwcF4/PgxAMjmdGQAqFq1Km7cuAEAWLhwoWwuiPrJJ5889Yh5lUqF0qVLIyQkBB4eHrBYLDAYDFAoFFAqlVAqlVAoFOJNeD8ZYw5dSbygx6SmpuL69euIjo4u1KnwrkCu7YqcUeZ8Ud78UeaFVxTHlomJiXbXcslL5cqV8f3332PMmDHi8Q0AcXTQxo0b0bNnz3x/PyMjA507d4aPjw/++OOPJ47u2bp1K7p16wa9Xp/v2X15jUQPCwtDYmIigoKCuI0gmzBhAubOnYsRI0ZgwYIF4mirtm3bYv/+/diwYQN69+7t8qOt5DSCDAD++usvNG/eHN7e3m6xTa78PimVSuzcuRNt27aFj4+PW2yTq79POp0Ohw8fRuvWrQHALbbJ1d8ns9mM7du344UXXoBarXaLbXL194nacv5t+QcffIAvv/wSL7zwAjZv3ixuU8eOHbFnzx6sXr0ar776qmy2ydnvU2ZmpkPH2dSJ7iRSdaLLVYMGDXDmzBm0adMG+/fvBwDMnTsXH374obSFOaB06dJISUkBIK9O9CpVquDmzZsA5FX3okWL8j3lu0+fPnjxxRfRoEEDhIaGws/Pz2XmrP/zzz/RoUMHAEDbtm0xfvx4dOrUSeKqCCGEyAXPY8tLly6hVq1a+Oeff9CoUSMAwK5du9ClSxfEx8cjJCQk3xo7d+4MT09PbNu2zaHpy2bNmoXPP/9cPJZyhFTH2VOmTMGMGTMwbNgwfPXVV+L65557DseOHcNvv/2G7t27c6uHEEIIISQv69atQ79+/dChQwfs3r1bXN+iRQscPnwYv/76a4GDIoobR48taVZ/N6PX6zF27Fjx2z65EC4sGhoaKq4rVaqUVOU4TK/Xi1c3lpvSpUtLXcJT8fDwsLs/ZcoUZGZmgjGGn376CbGxsahXrx5Kly7tMh3ogP0FUfft24fOnTtjxowZ+O233ySsyjFybVfkjDLni/LmjzJ3bTVr1kSXLl0waNAgHD9+HIcOHcLw4cPRt29fsQP93r17qFGjBo4fPw4g+8NHp06dkJWVhW+//Rbp6elISEhAQkICLBYLAGDLli1YsWIFzp8/j+vXr2PJkiWYPXu2bM6GYzbzRNuiC4s6D7UVfFHe/FHm/FHm/FHmfOn1emzYsAFA7mMWof+KLiz6dOj8WTcjXLBBbqdGC53olSpVEtcFBgZKVY7D5JazrdWrV6Nfv36YPHmy1KUUSteuXVGqVClotVpcuHABVapUkbokh+T1wXrKlCkAsi+wFxISgmnTpsHLy0vshAgNDYXBYICnp6dD08k4i1zbFTmjzPmivPmjzF3funXrMHz4cLRv3x5KpRK9evXCwoULxZ+bTCZcuXJFvKjmqVOnxOnKqlatavdct27dQnh4ODQaDRYvXoz3338fjDFUrVoVX3zxBQYNGsRvw56B8OV8zouzUye681BbwRflzR9lzh9lzh9lzpdarUazZs3wxx9/iH1tgoyMDADUif60aA92M2q1Gi1btpS6jEIzm80AgAoVKojrmjRpIlU5DlOr1fjuu+/w+uuvu/z87TnVrFkTJ0+elLqMQgsNDcXdu3ehVCodOk3cVRRUq8lkwp07dzBgwIACn8PDwwNWqxVeXl6wWq12c7fn/EBf1KpWrYrjx4/TgQ8ncm3L5Yry5o8yd32BgYFYv359vj8PDw+3mw6uTZs2T5werkuXLujSpUuR1cib0ImeczupE915qK3gi/LmjzLnjzLnjzLnS61Wo169egCQqxNdGIlesmRJ7nW5A7eYzmXx4sUIDw+Hl5cXmjZtKp5Wmp+NGzeiRo0a8PLyQp06dbBt2za7nzPGMGXKFJQvXx7e3t7o0KEDrl275sxNKDJ6vR5Dhw6V3Wkywh92gwYN0LFjR8TGxqJixYoSV/Vker0ef//9Nx48eIDx48dLXU6xoNfr8eGHH0KplFfzVRQfrI1GI8xmMzIzM6HVapGVlYXMzExkZWVBp9M59Xbu3Dl4e3sjPT29CNIgTyLXtlyuKG/+KHMiR8IX1jSdCz/UVvBFefNHmfNHmfNHmfOl1+uxdOlSAPl3otNI9Kcj+yGFP/74I0aPHo2lS5eiadOm+PLLL9G5c2dcuXIFwcHBuR5/+PBhvPbaa5gzZw66deuG9evXo0ePHjh16hSioqIAAJ9++ikWLlyI1atXIyIiApMnT0bnzp1x8eJFeHl58d7EQtFoNBg4cKBLzQXtCOEP29vbG7t27ZK4GscJeZcpU0bqUooNue7jjoya79WrF3Q6Hfr06QOtVot69epBp9OhbNmy4tWpFQoFlEol1Go1GGPi1beFUenOEB4eLi77+/vj4MGDaNGihVNei2ST634uV5Q3f5Q5kSPhuiw0Ep0faiv4orz5o8z5o8z5o8z50mg06NatW67pXMxms3jMQp3oT0fBnnTepYtr2rQpmjRpgq+++gpA9giRsLAwjBgxIs+RwTExMcjKysIff/whrnvuuedQv359LF26FIwxhISEYMyYMRg7diwAIC0tDWXLlsV3332Hvn37OlSXo1d2JdnKlCmDpKQkXLhwAbVq1ZK6HEKKnE6ny9WR/vLLL6NRo0b46KOPXHpkfX6d859//jneeecdlChRgnNFhBBS/NCx5X+kymLBggV477330LdvX/zwww8AsjvUVSoVGGN48OABypUrx60eQgghhJC8HDx4EK1atUJkZCSuXr0KILtvMyAgAED2aHVPT08JK3Qtjh5bynokutFoxMmTJzFhwgRxnVKpRIcOHXDkyJE8f+fIkSMYPXq03brOnTtj8+bNALIvfJSQkIAOHTqIP/f390fTpk1x5MgRhzvRpRAfH49jx47h66+/xtChQ2X1ByF8Gya3+ZZ1Oh2GDBmCJUuW0OgjTuSaec6zWGJiYsQrZsvVmDFjMGbMGLt1YWFhqF27Njw8PBAaGoratWvD398farUaGo0GPj4+MJlMYqeDxWIBALuR9EX53W6JEiXQunVraltIgShv/ooyc8YYdDod0tLSkJaWBr1eD7PZbHczmUxieyP8zpOWC/pZ+fLl0bhx42eqm8hPXtO5GAwGcd+g9qPoUfvMF+XNH2XOH2XOH2XOl06nE6/ZZ3vMIkzlolarxbPrSOHIq1chh6SkJFgsFpQtW9ZufdmyZXH58uU8fychISHPxyckJIg/F9bl95i8GAwGGAwG8b4wb7Cwwwr/enh4wGg0QqFQQKPRwGAwQKlUQqPRQK/XQ61WQ61W51rWaDRQqVTQ6XTw8PCASqWCVquFl5cXlEoltFot/vzzT8TGxgIA9u7dW2B2rkq4QKKwTUIDq9Pp7JZ9fHxgtVqh1+vh4+MDi8UCo9EIb29vWCwWmEwmeHl5iR+ecy6bTCZxegyhQ094bwDH3yer1YqxY8fCw8PD4ffJ1bfpafY93ttk+0WYnLZJeA/i4+MREhIim/epMOLi4hAXF1eo33G2Tz75BGPHjpXV35NGo8GoUaOg0WjEDkJqI6gtd7f36Wna8oyMDPz111/Yu3cvrl27hhs3biAuLi7XfI/O1rNnT/zwww9c3yciPeF9sP2/URgIAjg2dRspHA8PD4wfP54+7HNCefNHmfNHmfNHmfPl4eGBt99+G9u2bbM7Rs7IyACQPZWLs6aCdXeuO3+AzMyZMwf+/v7iLSwsDACwcuVKAMCaNWuwZs0aAMDSpUuxceNGAMD8+fOxdetWAMDs2bPFzu9Jkybh6NGjAIDRo0fj7NmzAIAhQ4aIFzmNjY1FfHw8gOxRrR4eHmjcuDECAgLQuHFjNGzYEAEBAYiOjkb9+vURGBiI6Oho1K1bF0FBQYiOjkbt2rURHByM6Oho1KxZE+XKlUN0dDSqV6+OkJAQREdHIzIyEqGhoYiOjkaVKlVQqVIlREdHIyIiAhEREYiOjkalSpVQpUoVREdHIzQ0FJGRkYiOjkZISAiqV6+O6OholCtXDjVr1kR0dDSCg4NRu3ZtREdHIygoCHXr1sXQoUMxadIku21KTk6GTqdDTEwMdDodkpOTERMTAyB75L3wpcG1a9cwZMgQAMDZs2fFD+ZHjx7FpEmTAGR/sTB79mwAwNatWzF//nwA2ReaFS66UNj3aerUqUhNTYVKpXL4fXL1bXqafY/nNqlUKhw/fhzr1q2T3TYlJiZi1apVWLt2LRQKhWzep2dRsmRJVK1aFSEhIahUqRLq1auH0NBQVKtWDY0bN0aFChVQo0YNh9qI6OhoBAYGon79+oiOjkZAQAAaNmyYb7tXvnx5cXsuXLggq78no9GIKVOmwGg0UhvBYZuoLXf9tvzy5cuoX78+KlSogN69e+Prr7/G7t27cfPmTfHDgdBJHRwcjLCwMPj4+KBKlSqoWbMmSpYsiXr16qFu3brw9/dHw4YNERUVhVKlSqFRo0aoXbs2SpcujcaNG6NWrVooU6YMmjRpIh4bNWnSxO7YSKiT9/tEpCWc5ZlXJ7pKpaK5Xp1ApVKhRo0aUKlUUpdSLFDe/FHm/FHm/FHmfKlUKlSrVg2A/YVFhZHoJUuWlKQut8BkzGAwMJVKxTZt2mS3vn///qx79+55/k5YWBibP3++3bopU6awunXrMsYYu3HjBgPATp8+bfeY1q1bs5EjR+Zbi16vZ2lpaeItLi6OAWCJiYlirQaDQVw2Go3i7wnLOp2OmUymPJfNZjNjjDGtVisuZ2VlMYvFIi5brVaWmZnJevbsyTIzM5nVamVZWVmMMcYsFou4bDabmVarFZd1Oh1jjDGTyZTnstFoZHq9Xly23Q4e2yRsh+2yq2xTcnIy69WrF8vKynKbbXL19ykrK4v16tWLPX782G22ydXfJwD53kJDQ9nMmTPZ4cOHWUpKSq7tkHKbvvjiC7tahwwZwiwWiyzeJ2rLqS139/fJ0bY8KyuLffTRR0ytVot/yzVr1mTvvvsuW758OTtw4AC7fPkyS0lJEWt01/cpLS2NAWBpaWmsuJMqi2XLljEArGPHjuK669evMwDM19eXay3FRVZWFuvTp4/4t0qci/LmjzLnjzLnjzLnKysri3Xp0oUBYAEBAeL6vXv3isfSxJ6jx5ZucWHR6OhoLFq0CED2XIUVK1bE8OHD872wqFarxZYtW8R1zZs3R926de0uLDp27Fhxrt/09HQEBwfL4sKiVqsV8fHxCA0NdekLFboLyps/ypy/vE71On78OJo0aSJBNY5bvnw5Bg8enGv9Cy+8gKFDhyIyMhLVq1eXoLIno/2cL8qbP0cyN5vN6Nu3L3755RcAQPfu3TF16lQ0bNiQZ6kugy4s+h+psvj+++/xv//9D+3bt8eePXsAAOfPn0edOnVQpkwZPHr0iFstxQW1z3xR3vxR5vxR5vxR5nxZrVYcPnwYrVq1QokSJcQR6Fu2bEH37t0RHR2NY8eOSVylaykWFxYFsk99ffPNN9G4cWNER0fjyy+/RFZWFgYMGAAA6N+/PypUqCBOqj9q1Cg8//zz+Pzzz9G1a1ds2LAB//zzD5YtWwYgu7Povffew8yZMxEZGYmIiAhMnjwZISEh6NGjh1Sb6TClUomKFStKXUaxQXnzR5lLa9asWZg4caLUZTikRIkSea7fvn07tm/fnufPatasCYPBgHr16sFsNqNkyZJgjIlzk9ty9nfQL774Il577TWnvgbJRu0Kf45kPnz4cPzyyy/w9PTEt99+izfeeINTdYTkTZjOxWw2i+uE6VzoQmnOQe0zX5Q3f5Q5f5Q5f5Q5X0qlEuHh4QDyvrCor6+vFGW5Bdl3osfExCAxMRFTpkxBQkIC6tevjx07dogXBr17967dN13NmzfH+vXrMWnSJEycOBGRkZHYvHkzoqKixMd8+OGHyMrKwuDBg5GamoqWLVtix44dsriok1arRUxMDH788Ue6uBEHlDd/lDl/GzduxGuvvYavvvoK77zzjtTlOCy/TvSCXLp0CQBw8+bNoi6n0L7//ns0a9ZMPAAizkPtCn9Pynzz5s345ptvoFQqsWHDBlkMZCDuT5gL3fYDKXWiOxe1z3xR3vxR5vxR5vxR5nxptVq89dZbALLnRGeMQaFQ2F1YlDwd2U/n4qqkOs2UMYbk5GSULl2arrbLAeXNH2XOH2MMSUlJCAoKklXmu3fvRqdOnRx6rEqlgkKhwJtvvomHDx+iSZMmsFqt8PHxgcVigUqlynUhHOFgBMh7ypuCFPRfr9FotBvtHx8fjwoVKhTq+UnhULvCX0GZZ2VloWrVqkhISMD48ePFswmLO5rO5T9SZfH777/j5ZdftjsNeufOnejSpQvq16+P06dPc6uluKD2mS/Kmz/KnD/KnD/KnC/GGK5fv253cVG1Wo0vvvgCY8aMwRtvvIHvv/9e4ipdS7GZzoXkRt/s8UV580eZ8/c0o7qlJowYtOXv74/Ro0dj2LBh0Gg0LtkRZbFY7DrRQ0NDsXbtWvTr10/CqtwftSv85Zf5N998g4SEBFSuXBlTp07lXBUh+dNoNABoOhfeqH3mi/LmjzLnjzLnjzLny/ZzrtCJTtO5PDua0d/N6HQ6xMTEiAf0xLkob/4oc/7kmrltJ0dwcDAWLFiA1NRUTJkyBaVLl3bJDnQAuUa8A8D//vc/KBQKLF++HCkpKRJU5d7kuo/LWX6Z6/V6fPrppwCAjz76SBZT6ZHig6Zz4Y/aZ74ob/4oc/4oc/4oc750Op14nUgguxMdAE3nUgRoOhcnkXI6F51OB29vbzpNhgPKmz/KnD+5Zp6VlYUaNWqgXr162LJli6xqd7TWOnXqoH79+ggJCUGpUqUQEhICf39/6HQ6qFQqqNVqeHp6wmq1ijdhGhpn5VGmTBk899xzsspbrvu4nOWX+c8//4w+ffqgQoUKuHXrljjyl9B0LrakymLfvn1o164datasiYsXLwIAVq5cibfffhtdu3bFH3/8wa2W4oLaZ74ob/4oc/4oc/4oc74YY8jMzBSPkRITExEUFIQhQ4Zg6dKlmDZtGp3tmQNN51KMabVaGg3DEeXNH2XOnxwzL1GiBG7evAm1Wu22B2vnzp3DuXPnpC4jl61bt+LFF1+UuoxCkeM+Lnd5Zb527VoA2WdfUAc6cTV5Teei1WoB0Eh0Z6L2mS/Kmz/KnD/KnD/KnC+DwQClUgmr1SqORKfpXJ4ddaK7GeG0DbrqMR+UN3+UOX9yzry4dcKVKVMGZcuWRWBgIEwmk3jQpFKpoFQqoVQqoVAowBiD1Wot8i8Xrl+/jqSkJFy7dq1In9fZ5LyPy1VemScnJ2Pbtm0AsjvRCXE1wnQuwodRgKZzcTZqn/mivPmjzPmjzPmjzPkS8tZoNDAYDDSdSxGiTnQ34+Pjgy1btkhdRrFBefNHmfNHmbuGevXqISYmBs8//zwiIyNRqlQpqFQqlxplP3jwYCxfvhzvvfce0tPTMXnyZKlLcgjt4/zllfnu3bthNpsRFRWFWrVqSVQZIfkTPnTShUX5ofaZL8qbP8qcP8qcP8qcLyHvkiVL2nWiCyPRS5YsKWV5skYXFnUzVqsVd+/ehdVqlbqUYoHy5o8y548y52/8+PEAAC8vL5w7dw6MMZw5cwYTJkxA8+bNUaZMGZecpsZ2/rgpU6Zg//790hVTCLSP85dX5rt37wYAdO7cWaqyCCmQcOFn6kTnh9pnvihv/ihz/ihz/ihzvoS8hbOyaTqXokOd6G5Gr9dj7Nix0Ov1UpdSLFDe/FHm/FHm/E2ePBkvv/wykpOTERUVJXU5Dst5EZa2bdti3rx5yMrKkqgix9A+zl/OzBljYid6x44dpSyNkHwJ07lQJzo/1D7zRXnzR5nzR5nzR5nzJeStVmdPPkLTuRQdBWOMSV2EO3L0yq6EEEKIu/jyyy/x/vvv51qvVCqxevVqvPTSS/D395egMuLqrl69iurVq8PT0xMpKSk0X2Ye6NjyP1JlIeyn/v7+SE1NBQC88847WLZsGaZPny6bKawIIYQQ4v7CwsIQHx+Pf/75B40aNUKlSpVw9+5dHD9+HE2aNJG6PJfi6LElzYnuZiwWC65du4bIyEjxlFPiPJQ3f5Q5f5Q5f3LNPL8DDqvVKl4oUqFQoEuXLmjcuDGCg4MRHBwMtVqNkiVLwsPDAxqNBhaLBWq1GhqNBowxCN/3C8u2t6JgsVhw79499OjRg0aTcpJzHz927BgAoEmTJtSBTlyWUpl9Ei+NROdHrv8fyhXlzR9lzh9lzh9lzpeQd87pXGgk+rOjTnQ3YzQa8cknn2DJkiV0MM8B5c0fZc4fZc6fXDN35CI1jDFs374d27dv51BR4fTs2RO//vqr1GUUCzn38X/++QcA0LhxY4krIyR/whd31InOj1z/P5Qryps/ypw/ypw/ypwvIe+c07nQnOjPjqZzcRI65ZYQQkhxs3PnTnTp0uWpftfHxwfe3t5QqVTiwbXFYoFSqRRHfwLZI9mFm+36Z6HT6RAfH4/q1avj8uXLRfKcpHBatmyJQ4cOYe3atejXr5/U5bgkOrb8j1RZPHjwACEhIVAqleL86N26dcPWrVvx7bff4q233uJWCyGEEEJIQerUqYPz589jz549aNWqFTw9PQEAjx8/RkBAgLTFuRiazqWYslgsOHv2LOrVq0enyXBAefNHmfNHmfMn18yf1Jnl4+ODAQMGoEGDBmjRogUCAwPh6ekp+TzpZ86cQYMGDfD48WNJ6yhObPdxADh9+jQAoFGjRlKWRUiBhC/urFYrrFYrlEoljUR3Mrn+fyhXlDd/lDl/lDl/lDlfQt5eXl4Asi80KkzlAgAlSpSQqjTZK5ohXMRlmEwmrFixQjxdgzgX5c0fZc4fZc6fXDPPrxN90KBBSEpKQkZGBr766iu8/fbbqFGjBoKDgyXvQAf+O6Xx8ePHRTbPOimY7T5++fJlaLVa+Pr6olq1alKXRki+bNsHYSQ6daI7l1z/P5Qryps/ypw/ypw/ypwvIW8PDw8A2Z3owlQunp6e4lzppPBoOhcnoVNuCSGEFDdxcXGoWLGi3bpffvkFr7zyikQVOSYzM1Oczz0jI4PmCeTsxx9/RN++fdG8eXMcOnRI6nJcFh1b/keqLGzbiqysLPj4+KBBgwY4c+YMduzYgc6dO3OrhRBCCCGkIB07dsSePXvw/fffo379+oiKikJQUBASExOlLs3lOHpsSSPR3YzZbMbBgwftLnhEnIfy5o8y548y50+umee8sOi+fftcvgMdyB6RIZxaWrZsWcTExEhckfuz3cevXr0KAKhevbrEVRFSMIVCIS4L7TONRHcuuf5/KFeUN3+UOX+UOX+UOV9C3sJ0LjqdTpzOhQYLPRvqRHczZrMZmzdvpsaJE8qbP8qcP8qcP7lmbtuJfurUKbRp00a6YgrBYrGIpzVqtVr89NNPsFqtElfl3mz3cepEJ3JEneh8yPX/Q7mivPmjzPmjzPmjzPkS8s5rOhfqRH82NJ2Lk9Apt4QQQoqjgQMH4sGDB9iyZYt4ET45CA0Nxb1798T7d+/eRXBwsHgVe+I8TZs2xfHjx/Hrr7+iZ8+eUpfjsujY8j9SZcEYE9u1hIQElC1bFsHBwUhMTMS5c+cQFRXFrRZCXI3FYqH5jgkpBI1GQxfZJE7Vv39/rF27Fp999hmqVq2Knj17olmzZjh8+LDUpbkcR48t1RxrIhyYzWbs3bsX7dq1g1pNb6+zUd78Ueb8Ueb8yTnzFStWSF1CoZnN5lwXFK1YsSKqVauG8+fP08V3nEDYx9u2bYsrV64AAF1UlLg8i8UCtVoNs9lMI9E5kfP/h3L0NHkzxpCQkIDU1FTnFuemGGPQ6/Xw8vKymzKKOI8rZR4QEIBy5cpJXoezUVvOl5C3MBiIpnMpOrT3uhlh7qPWrVtT48QB5c0fZc4fZc4fZc6X2WzOc/Tc1atX8dVXX8HHxwfvvPOOBJW5L2Efr1GjBtLS0qBQKFClShWpyyKkQLanoefsRBfmHSVFi/4/5Otp8hY60IODg+Hj4+P2nYFFzWq1IjExEWXKlJHVGXxy5gqZM8ag1Wrx6NEjAED58uUlqYMXasv5EvKm6VyKHk3n4iR0yi0hhBAiH9HR0Thx4kS+Px80aBC0Wi1mz56NBw8eIDo6GiaTSTw4JU/n4MGDaNWqFcLDw3Hr1i2py3FpdGz5Hymz8PPzQ0ZGBq5du4ZKlSqJbUBycjICAwO51kKI1CwWC65evYrg4GCULl1a6nIIkZ3k5GQ8evQI1apVo6ldSJEbN24cPv30U4wePRrlypXDhx9+iP79+2P16tVSl+ZyaDqXYspkMmHr1q3o2rUrnX7OAeXNH2XOH2XOH2XOl8lkQlZWVoGPWb58OQBg3bp14jqVSoUqVaogMTERkZGRePjwIUqXLi2O9GCMwWg0QqFQwGq1wmKxiNPG5BzDYHvfkWVbkZGR2LVrF0qUKOHI5roEYR9PTk4GABqFTmTBZDKJf4dms1kchQ7QdC7OQv8f8lXYvIWzuHx8fJxdmtuyWq1IS0uDv78/jUTnxJUyF/52TCaTW3eiU1vOl5C38EU/TedSdKgT3c1YrVZcvnwZL7zwgtSlFAuUN3+UOX+UOX+UOV9Wq/WpLoYmjMADgOPHjwMA7ty5U6S1OSIxMRFHjhxBhw4duL/20xL2cYPBACB7DnpCXJ3VahWXc3ai03QuzkH/H/L1tHnTFC7PRq/Xw9/fX+oyihVXyby4/O1QW86XkLcwJzpN51J0qBPdzXh6emL8+PFSl1FsUN78Ueb8Ueb8UeZ8eXp6ombNmrh27doTH6tQKNCyZUuoVCp07twZmZmZaNiwIZKTkxEREQG9Xo8SJUpApVJBoVDAy8sLVqtVvG874kn44GT7ASqv5fx+DgDDhg3DgQMHJOm8fxbCPj5kyBAAQGhoqMQVEfJknp6e8PPzQ2ZmJkwmk9186MWlI4Q3+v+QL8qbP6VS6fbzYbsaypw/alv4EvL+8ssvAWR3ogsj0UuWLClhZfJHnehuxmQyYePGjejTpw+dJsMB5c0fZc4fZc4fZc6XyWQSL+yUl6CgIAQGBmL37t1gjKFSpUocqytYzZo1ceDAAdnNJy7s43fv3gUAhIWFSVwRIU9mMpnEsyfMZjP0ej0AmsrFmej/Q74ob/6sViseP36MUqVKcZlaRKFQYNiwYfjqq6+c/lpSu337NiIiIrBq1SrExsaK6/PLXKFQYOrUqZg2bRr/Yt0ctS18CXnbTucinE1HI9GfDU265WYYY0hKSsp33lRStChv/ihz/ihz/ihzvhhjdtM02CpRogQuXbqEK1euoGLFii7VgQ4AZcqUAQA8fvxY4koKR9jH4+PjAdBIdCIPjDFxxLntdC7Uie489P8hX5S3vXPnzqF3796oVKkSvLy8UKFCBXTs2BGLFi0q0tcxm81F+nyHDx/GtGnTkJqaWmTP2aZNGygUiifeXL0Detu2bfj444+LPHNSMGpb+BLytp3OJT09HQBcYhojOaOR6G7Gw8MDI0eOlLqMYoPy5o8y548y548y58vDwwMNGzYU5zUX7N27F2FhYQgKCpKosicTOu+EEbFyIezj06dPB0Cd6EQePDw8ULp0aSQlJdldZJQ60Z2H/j/ki/L+z+HDh9G2bVtUrFgRgwYNQrly5RAXF4ejR49iwYIFGDFiRJG8jlKpRNmyZYvkuQSHDx/Gxx9/jNjYWAQEBBTJc3700UcYOHCgeP/EiRNYuHAhJk6ciJo1a4rr69atWySvVxQqVaoEnU5nN/J527ZtWLx4MT7++ONcj9fpdFCrqYvMGaht4UvI+8cffwSQ/TnBaDQCoE70Z0UthJsxGo1Ys2YN+vfvL566QZyH8uaPMuePMuePMufLaDTmOR1K8+bNxREcrkq4mKHtBQ7lwGg0YsWKFUhOTgZAnehEHoxGozinqNlsFi9ITJ3ozkP/H/JFef9n1qxZ8Pf3x4kTJ3J1RBc0BVxhWa1WJCcno3Tp0lymc3laHTt2tLvv5eWFhQsXomPHjmjTpk2+v5eVlYUSJUo4ubq8CdemyUtiYmKuzOkC0c5DbQtfQt6lSpUCkP05QbiwKHWiPxvXbaUJIYQQQjix/YA3aNAgfPPNNy7fgQ7IdyQ6APE0cx8fnyIbKUeKTkpKCt544w34+fkhICAAb7/9tvgBLD95ne7/7rvv2j3m7t276Nq1K3x8fBAcHIwPPvhAVqfVq1QqAPbTuVDHCyHu58aNG6hdu3ae/z8FBwfb3VcoFBg+fDg2btyIWrVqwdvbG82aNcO5c+cAAN988w2qVq0KLy8vtGnTBrdv3871nBs3bkSjRo3g7e2NoKAg9OvXD/fu3cv1uL1796JVq1YoUaIEAgIC8PLLL+PSpUviz6dNm4YPPvgAABARESG2xTlfc/PmzYiKioKnpydq166NHTt2FDKh3KZNmwaFQoGLFy/i9ddfR6lSpdCyZUsAwL///ovY2FhUrlwZXl5eKFeuHN566y3xy/Scz3H9+nVxJL2/vz8GDBgArVZr99jdu3ejZcuWCAgIgK+vL6pXr46JEyeKP799+zYUCgW+++47AEBsbCwWL14MIPs9FC76LshrOprTp0/jhRdegJ+fH3x9fdG+fXscPXrU7jHfffcdFAoFDh06hNGjR6NMmTIoUaIEevbsicTExGfKlJBnIRyf6PV6pKWlAQD8/PykLEn2aCS6m/Hw8LA7zYo4F+XNH2XOH2XOH2XOl4eHB1q3bo1ff/0VAPD555/L5sr1ch2J7uHhgebNmwPIvqio7YdY4hreeOMNPHjwALt374bJZMKAAQMwePBgrF+/vsDfGzRokDhND5D9JYnAYrGga9euKFeuHA4fPowHDx6gf//+0Gg0mD17ttO2pah4eHigbNmyiIuLg8lkojnROaD/D/mivP9TqVIlHDlyBOfPn0dUVNQTH//333/j999/x7BhwwAAc+bMQbdu3fDhhx/i66+/xtChQ/H48WN8+umneOutt7B3714A2dO5bN26FQMGDECTJk0wZ84cPHz4EAsWLMChQ4dw+vRpsSN/z549eOGFF1C5cmVMmzYNOp0OixYtQosWLXDq1CmEh4fjlVdewdWrV/HDDz9g/vz54pR0wjVUAODgwYP49ddfMXToUJQsWRILFy5Er169cPfuXZQuXfqZs+vTpw8iIyMxe/Zscdqr3bt34+bNmxgwYADKlSuHCxcuYNmyZbhw4QKOHj2a6zjg1VdfRUREBObMmYNTp05hxYoVCA4Oxty5cwEAFy5cQLdu3VC3bl1Mnz4dnp6euH79Og4dOpRvXe+88w7u37+P3bt3Y+3atU/cjgsXLqBVq1bw8/PDhx9+CI1Gg2+++QZt2rTBgQMH0LRpU7vHjxgxAqVKlcLUqVNx+/ZtfPnllxg+fLg4pUZxRm0LX0Lef/31FwCaE71IMeIUaWlpDABLS0vj+roGg4EtWLCAGQwGrq9bXFHe/FHm/FHm/FHmfBkMBtazZ08GgAFgVqtV6pIctmHDBgaAtWnTRupSCsVgMLB+/foxAKx9+/ZSlyMLPI8tL168yACwEydOiOu2b9/OFAoFu3fvXr6/9/zzz7NRo0bl+/Nt27YxpVLJEhISxHVLlixhfn5+hWrvpDzODg8PZwDY5s2b2erVqxkA1qlTJ651FCf0/yFfhc1bp9OxixcvMp1O5+TK+Nu1axdTqVRMpVKxZs2asQ8//JDt3LmTGY3GXI8FwDw9PdmtW7fEdd988w0DwMqVK8fS09PF9RMmTGAAxMfq9XoWFBTEoqKi7HL8448/GAA2ZcoUcV39+vVZcHAwS05OFtedPXuWKZVK1r9/f3HdZ599ZvcaOWv18PBg169ft3sOAGzRokUO57Nx40YGgO3bt09cN3XqVAaAvfbaa7ker9Vqc6374YcfGAD2119/5XqOt956y+6xPXv2ZKVLlxbvz58/nwFgiYmJ+dZ469YtBoCtWrVKXDds2DAGgCUkJDCLxWL3eABs6tSp4v0ePXowDw8PduPGDXHd/fv3WcmSJVnr1q3FdatWrWIAWIcOHeyOId9//32mUqlYampqvjW689+QLWrL+RLyPnToEAPAQkNDmUKhEPd9kpujx5Y0nYubUSgUCAoKohFdnFDe/FHm/FHm/FHmfAl5296XC9vTNOVEoVDAarUCAMqVKydxNSSnI0eOICAgAI0bNxbXdejQAUqlEseOHSvwd9etW4egoCBERUVhwoQJdqffHzlyBHXq1LG7iF7nzp2Rnp6OCxcu5PucBoMB6enpdjcA4kWyjEaj3bIwV7nBYBCX9Xq9OG1MzmWLxQIg+4wOYVmr1Yr7qFarFUdTCnO5mkwm8dRoLy8vcTstFos4Qt1isYh/m2azOc9lk8kEg8EgLvPeJsZYrmUge55mV9gmi8WCoKAgGAwGt9kmV36fFAoFAgICxNod2SahJqEeq9WKrKwsZGRkIDMzE1lZWUhPT8+1nJmZmWs5Kysr13JGRobDyxkZGXkuWywWMVOhxryWbbejQ4cOOHLkCF566SWcPXsWn376KTp37owKFSrg999/h8ViER8PAO3bt0elSpXE9dHR0QCAXr16wdfXV3x/hfU3b94EYwwnTpxAUlIS3n33XbF9YYzhhRdeQI0aNbB161ZYrVY8ePAAZ86cwZtvvonAwECx9rp166JDhw7Ytm1bntuR13L79u1RuXJlcX2dOnXg5+eH69evi48RtoMxlmtZqFHAGBNzBIDBgwfnWu/l5WW3Xz969AjPPfccAODkyZO5ahw8eLDde9OyZUskJycjNTUVjDFxdP7mzZvFLPLaVttabd8zYWou220SfhfI/lvZtWsXevTogYiICLtjltdeew0HDx5EWlqa3XYPHDhQPL6xWq1o1aoVLBaLeN2d/PY9xphs2giA2nI5vE9CWy7s54mJieK+7+XlJctt4vE+OYI60d2MRqPB66+/bncFauI8lDd/lDl/lDl/lDlfGo0GCxcuxAsvvIDPP/9c6nIKRZhGQm7TuWg0GvFioranmBPXkJCQkGvOX7VajcDAQCQkJOT7e6+//jq+//577Nu3DxMmTMDatWvRr18/u+e17UAHIN4v6HnnzJkDf39/8RYWFgYAWLlyJQBgzZo1WLNmDQBg6dKl2LhxIwBg/vz52Lp1KwBg9uzZ4vQJkyZNEue0HT16NM6ePQsAGDJkCK5duwYge+7c+Ph4AEBMTAySk5NhNpvF+XsfP36MpUuXijXGxsYCAK5du4YhQ4YAAM6ePYvRo0cDAI4ePYpJkyYByJ7TWJi+ZuvWrZg/fz6A7DmRhefktU06nQ4xMTHQ6XRITk5GTEwMACA+Pt4ltunkyZN4/fXXMW7cOLfZJld+nzQaDYxGI3744QeHtyk1NVXsKImLi0NSUhJ8fX3h5+eHkiVLwtfXF/7+/rmWS5YsmWvZ19c317IwF7Ujy35+fnkux8XFiX+7iYmJePz4MQDg4cOH4pdhDx48EL+gu3fvHjIzM9GkSRN8+eWXiI+Px/HjxzFkyBBkZGSgd+/e2L17t9iZA2RfINtqteLmzZuwWq3itVbCwsJgNBrFOcmF/7cfP34MrVaL06dPA8iePkaYAz09PR0PHjxAjRo1cPv2bTx8+BB37twBAJQvXx4AkJycLG5TeHg4kpKSkJWVhYcPH4rHBI8ePcq1TQAQGBgovmd37tyBXq9HqVKlEB8fL27TzZs3YTab7bbJbDbj5s2bAGB3LQu9Xi/WB0C8pkxmZqa4TXfu3MGgQYNQtmxZlChRAmXLlkVERAQA4P79++I2CXWVKFHC7n0SnvPKlStIT09HTEwMGjduLD7nyy+/jLVr18JqtYrbJBBqFb64EPIXOq+FbRL2Z2Ff1mq1qF69OrRaLeLi4sRtKl++PKxWKy5duoQHDx6Iv+vr6ys+d2JionhRRyGb/Pa9tLQ0sV1w9TYCoLZcDu+T0Jbv2bMHAMQOaQ8PDyxZskSW28TjfXJIoca3E4dJdZqpXq9nc+bMYXq9nuvrFleUN3+UOX+UOX+UOV9yzvvAgQMMAKtevbrUpRSKXq9njRo1YgDYrFmzpC5HFori2HLcuHHitEX53S5dusRmzZrFqlWrluv3y5Qpw77++muHX+/PP/9kAMRpAwYNGpRr6pOsrCwGgG3bti3f59Hr9SwtLU28xcXF2Z3GbzAYxFPEDQaDON2CXq8Xl3U6HTOZTHkum81mxlj2dAPCclZWlniqf1ZWFrNarUyn07EqVaowAOy7775jH3/8MQPAYmNjWVZWFmOMMbPZLE5bYDabxVP0TSZTnstGo1Fse4xGo9128Ngmq9Waa5kxxiwWi0tsU2ZmJpszZw5LTU11m21y5fdJr9ezGTNmiNOPPGmbdDodu3Dhgvi6FouFZWRkPLGd4X1LT08XM7VYLPkuC1NxFLS8cuVKcZoVYT0ANnToUGa1WpnZbGZWq5XdvHmTAWCfffaZuJ4xxvbu3csAsI0bNzKr1cq+//57BoDt2rVLrMVqtTKLxcJ69OjBgoKCmMViYUeOHGEA2PLly3PVPmrUKAaAZWZmMovFwj799FMGgN24cSPXdtjWaru+UqVKrH///uJ6YTtst8l2O3766SdxOhehXmEqlocPH9ptB2OMtW/fnnl7e7MpU6awn3/+me3YsYPt2LHDbsoai8XCpkyZIj6H7Xvz7bff5tomk8nEdu/ezd5//31Ws2ZNBoC1a9eOGY1GZrVaxelcVq5cKW7T0KFDGQB27949cduFbQLAJk+ezBjLnrZFuG+7HVarVZxK5ty5c8xisYjTuRw7dszuvdm3bx8DwP7888989z3hbygjI8Pub0tYdrU2gjFqy+XwPglt+ZUrV+zawqCgINluk7PfJ0ePs+nCom5GqVSiRo0aUCrpJAMeKG/+KHP+KHP+KHO+5Jy3XEeiK5VKcdocGonOz5gxY8RRQfmpXLkyypUrh0ePHtmtN5vNSElJKdT0O8JF165fv44qVaqgXLlyOH78uN1jHj58CKDgaX08PT3FUYi2hKkPhH9zLtv+jjD1UUHLthcItb0gqrCsUqkQGBiIGzduwGg0iqcC+/j42D1GeB6VSiWeSq1Wq6FWq3Mt255xZLvMa5vyW1YqlS6xTSaTCTVq1ICPj4/4unLfpryWXWWbTCYToqKixNqetE1msxkKhUJsz5VKJUqUKCGOeHYVPj4+djUKnma5SZMmALLbLtvp34QchNxz/iy/9eHh4QCAq1evomPHjnbPdeXKFVSqVAlKpRKVKlUCAHH0pG1dV65cQVBQkDj6XfiZ7f+1to/P+Z7ltV6oN7/lvLY9Z2bC+sePH+PPP//Exx9/jClTpoiPE7bFthbbZdvtyGub1Go1OnTogA4dOuCLL77A7Nmz8dFHH+HAgQPo0KGDXX1C7cLzCH8rtu+Nbe3BwcHw8fHBlStX7LZPeF+USiUqVqyY576S83gyr/U5cxf+Ll29jQCoLS9o2VW2SWjLcx5j+/v7y3abAOe/T46gTnQ3o9Fo0KNHD6nLKDYob/4oc/4oc/4oc77knLdc50TXaDTiATR1ovNTpkwZh/Ju1qwZUlNTcfLkSTRq1AhA9mm2VqtV7Bh3xJkzZwD8N/1As2bNMGvWLDx69EicLmb37t3w8/NDrVq1Crk1/Gk0GoSHh+PEiRMwGAzil1e2H8ZI0ZJz+yxHRZG3QqEQO3PlbN++fWjTpk2u66QIc49Xr169SF4nOjoawcHBWLZsGQYOHCh2Bm3fvh2XLl0SO53Lly+P+vXrY/Xq1ZgwYYI4J/j58+exa9cuu6mzhPyFqUmkZjv/uK0vv/zyqZ8zJSUFgYGBduvq168P4L+pK/IiZKNQKAocPKFSqdCpUyf89ttvuH37tvhlx8OHD7F+/Xq0bNkSfn5+T11/cUNtOV9C3owxqFQq8Ut/f39/iSuTP/kNuSIF0uv1mDJliuw+TMsV5c0fZc4fZc4fZc6XnPOW60h0vV6Pq1evAqBOdFdUs2ZNdOnSBYMGDcLx48dx6NAhDB8+HH379kVISAiA7Pl1a9SoIY4sv3HjBmbMmIGTJ0/i9u3b+P3339G/f3+0bt0adevWBQB06tQJtWrVwv/+9z+cPXsWO3fuxKRJkzBs2LA8R5q7Gr1ej8uXL4vL1InufHJun+WI8v7PiBEjUKVKFYwZMwbLly/H4sWL8cYbb2DixIkIDw/HgAEDiuR1VCoVxo8fj3///RfPP/88FixYgIkTJ6J3794IDw/H+++/Lz72s88+Q3JyMpo1a4Z58+ZhxowZaNeuHfz9/TFt2jTxccKXnx999BHWrl2LDRs2ICsrq0jqfRp+fn5o3bo1Pv30U0yaNAlLlixBz549cejQoad+zunTp6Nhw4aYPHkyVqxYgdmzZ2Pw4MEIDQ1Fy5Yt8/09IZuBAweK2eRn5syZUKvVaNmyJWbPno1PP/0UzZs3h8FgwKeffvrUtRdH1LbwJeRtMBjsvuyhTvRnR53obkZo5IXTIIhzUd78Ueb8Ueb8UeZ8yTnvnCPR09LSsH37dvEK9a5KrVaLI8WoE901rVu3DjVq1ED79u3x4osvomXLlli2bJn4c5PJhCtXrogXgfPw8MCePXvQqVMn1KhRA2PGjEGvXr2wZcsW8XdUKhX++OMPqFQqNGvWDP369UP//v0xffp07tv3NNRqNSpUqAAAdiPRbU8RJkVLzu2zHFHe/5k3bx7atm2Lbdu2YfTo0Rg9ejSOHz+OoUOH4tixY+JI8GelUCjw1ltvYcOGDTAajRg3bhy++eYb9OzZEwcPHrR7nQ4dOmDHjh0oXbo0pkyZgnnz5uG5557DoUOHxIt0AkCTJk0wY8YMnD17FrGxsXjttdeQmJhYJPU+rfXr16Nz585YvHgxJkyYAI1Gg+3btz/183Xv3h0VK1bEypUrMWzYMCxevBitW7fG3r17C+wofOWVVzB8+HAcOHAAb775Jl577bV8H1u7dm38/fffiIqKwpw5c/Dxxx+jUqVK2LdvX6HOyiLUtvBmm7dtG0LH3M9OwXKeU0OKRHp6Ovz9/ZGWlkan+RBCCCHEKZKTkxEUFAQge27aRo0a4ezZs/jmm28wePBgiavLn8FgEDseU1JSUKpUKYkrcn10bPkfKbMYMWIEvvrqK0yaNAk3b97E+vXr8fnnn2P06NFc6yDEFej1ety6dQsRERH0ZRIhT4H+hoizNWjQQJxeb8SIEVi4cKG0BbkoR48taSS6m9Hr9Rg7diydJsMJ5c0fZc4fZc4fZc6XnPO2/cCVlJSEs2fPAgD++usvqUpySHx8PADkGiFDiCvT6/U4cuQIANCc6JzIuX2WI8qbP6vViri4OFitVqlLKTYoc/6obeHLNu/SpUuL68uWLSthVe5B1p3oKSkpeOONN+Dn54eAgAC8/fbbBV4JPCUlBSNGjED16tXh7e2NihUrYuTIkUhLS7N7nHD1ZdtbQXNluRK1Wo0ePXrQaTKcUN78Ueb8Ueb8UeZ8yTlv2070GzduiMtxcXFSlOOwx48fAwCCgoJyXbSNEFelVqtRu3ZtADQnOi9ybp/liPLmT6FQICAggP4v5Igy54/aFr5s865YsaK4vly5chJW5R5kvQe/8cYbePDgAXbv3g2TyYQBAwZg8ODBWL9+fZ6Pv3//Pu7fv4958+ahVq1auHPnDt59913cv38fP//8s91jV61ahS5duoj35TJKSpj7iPBBefNHmfNHmfNHmfMl57xVKhU0Gg1MJhOuX78urr9z546EVT2Z0IlOczMSOVGr1ahatSoAGonOi5zbZzmivPlTKBQoWbKk1GUUK5Q5f9S28GWbt20neo0aNaQqyW3IdiT6pUuXsGPHDqxYsQJNmzZFy5YtsWjRImzYsAH379/P83eioqLwyy+/4KWXXkKVKlXQrl07zJo1C1u2bIHZbLZ7bEBAAMqVKyfe5DI/lV6vx9ChQ+k0GU4ob/4oc/4oc/4oc77knrfQgWfbcX7//n0wxrBixQq0atVKnObFWRhjsFgsMBqN4ghdrVaLzMxMZGRkID09HWlpaUhNTUVKSgquXbsGAHanmBLi6vR6PbZt2wYguxNdaDOoE9155N4+yw3lzZ/VasWdO3doahGOKHP+qG3hyzbvxo0bA8geeBMVFSVxZfIn25HoR44cQUBAgLhDANlXq1YqlTh27Bh69uzp0PMIk8bnPK1k2LBhGDhwICpXrox3330XAwYMkMXpPhqNBgMHDoRGo5G6lGKB8uaPMuePMuePMudL7nl7eXkhPT0djx49EteZTCZcu3YNgwYNAgC88847OHr0KNatW4dNmzZh+PDheP7557Fp0ybs27cPYWFhqFixIk6ePIlLly7B09MTJpMJ6enpSElJQVZWFoxGIwwGA0wmEywWC8xmMywWi3h7GjQSnciJRqNBy5YtcfToUZrOhRO5t89yQ3nzp1AoaGozzihz/qht4cs2765du2LVqlXw9fWFv7+/1KXJnmw70RMSEhAcHGy3Tq1WIzAwEAkJCQ49R1JSEmbMmIHBgwfbrZ8+fTratWsHHx8f7Nq1C0OHDkVmZiZGjhyZ73MZDAYYDAbxfnp6OgDAaDTa/evh4QGj0QiFQgGNRgODwQClUgmNRgO9Xg+1Wg21Wp1rWaPRQKVSQafTwcPDAyqVClqtFl5eXlAqldBqtfD29oZSqUSNGjWgVCrBGINOp4OPjw+sViv0ej18fHzEkWLe3t6wWCwwmUzw8vKC2WyG2WzOtWwymWC1WsUP1IwxcTt4bBMA6HQ6u2VX2SaTyYS6detCpVK5zTbJ4X2KioqCxWKBSqVym21y9fepYcOGMJvN0Ov1brNNrvw+UVtObXlhtkl4/Zxn4v3444/i8rFjx/Dzzz+jX79+AIDffvsN9erVw8mTJyEVDw8PdO3aFQCK7b5XmG0i0lOpVIiMjARA07nwolKp0LBhQ6nLKDYob/4UCgVKlCghdRnFCmXOH7UtfOXMOzY2Vrpi3IzLTecyfvz4PC/saXu7fPnyM79Oeno6unbtilq1amHatGl2P5s8eTJatGiBBg0aYNy4cfjwww/x2WefFfh8c+bMgb+/v3gLCwsDAKxcuRIAsGbNGqxZswYAsHTpUmzcuBEAMH/+fGzduhUAMHv2bOzduxcAMGnSJBw9ehQAMHr0aPE07CFDhoinQMfGxiI+Ph4AEBMTg+TkZKSkpKB69epISUlBcnIyYmJiAADx8fHiH861a9cwZMgQAMDZs2cxevRoAMDRo0cxadIkAMDevXsxe/ZsAMDWrVsxf/58AMDGjRuxdOlSrtuk0+kQExMDnU7ncts0fvx4vPTSS9DpdG6zTa7+Pul0OrRp0wYrVqxwm21y9fdp5MiRiI2NxYEDB9xmm1z9faK2nNrywmyTMCVdzg5x2050AOjTp4+4bDabcfLkSajVagwYMADlypVDo0aNEBsbizp16mD+/Pn44osv0LBhQ+zevRu//vorOnTogHPnzmHr1q3o2bMnbt68ia1bt6J///54+PAh/vjjDwwbNgxpaWnYtGkTxo0bh8zMTGzYsAHTp0+HXq/H6tWr8cUXXyA9PR0NGzZEVlaWw++TO+57hd0mIi2dTie+v7Yj0elLDufR6XSIjY0VsybORXnzZ7VacevWLZpahCPKnD9qW/iivJ1HwRhjUhdhKzExEcnJyQU+pnLlyvj+++8xZswY8cJUAMTRQRs3bixwOpeMjAx07twZPj4++OOPP5544Lt161Z069YNer0enp6eeT4mr5HoYWFhSExMRFBQELeRfhaLBefOnUOdOnXEx8txtJVcRpBlZWXh1q1bqFmzJkwmk1tsk6u/TyqVChcuXEBkZCS8vb3dYptc/X3S6/WIi4tDREQEGGNusU2u/j5RW05teWG2qWnTpjh79iyqV6+OK1eu5DpGqVatGq5evSreP336NA4fPoxTp07hnXfeQZMmTagtl8HfU2ZmJvz9/cWpCIuz9PR0SbKwWCxYsGABxowZg7Zt2+L06dNITU3FpUuX6GJdTmKxWHDt2jVERkZCpVJJXY7bK2zeer0et27dQkREBH2Z9JQYY+KZnjS9CB+ulHlx+RuitpwvyrvwHD22dLlOdEddunQJtWrVwj///INGjRoBAHbt2oUuXbogPj4eISEhef5eeno6OnfuDE9PT2zbtg0+Pj5PfK1Zs2bh888/R0pKisP1SXVwTwghhJDipVmzZjh69ChKly6d50CE1atX491334VOp8Mrr7yCX375RYIqybOiY8v/SJnF5s2b0bNnTzRr1gwnTpyA2WxGfHw8KlSowLUOQlxBcekAJMRZ6G+IENfg6LGly03n4qiaNWuiS5cuGDRoEI4fP45Dhw5h+PDh6Nu3r9iBfu/ePdSoUQPHjx8HkB1Kp06dkJWVhW+//Rbp6elISEhAQkKCeEGsLVu2YMWKFTh//jyuX7+OJUuWYPbs2RgxYoRk21oYWq0Wr776KrRardSlFAuUN3+UOX+UOX+UOV9yz1v40CV0oAcFBdn9/LnnnsOWLVswY8YMcSosqck9c1I8abVafPHFFwCAtLQ0cSolX19fKctya9RW8EV582exWHDjxo2nvkA3KTzKnD9qW/iivJ1HtiPRASAlJQXDhw/Hli1boFQq0atXLyxcuFA8kL19+zYiIiKwb98+tGnTBvv370fbtm3zfK5bt24hPDwcO3bswIQJE3D9+nUwxlC1alUMGTIEgwYNglLp+HcOUo2QsVqtiI+PR2hoaKHqJU+H8uaPMuePMuePMudL7nm/+OKL2L59u3i/ZcuWOHjwIIDsaUWysrKgVrvWteTlnrkUaCT6f6Q8zt64cSP69u2L4OBgPHr0CED2lJJ0urRzUFvBV2HzplG0z44xBqPRCA8PD8mnFikuXCnz4vI3RG05X5R34Tl6bOlan6gKKTAwEOvXr8/35+Hh4bD9jqBNmzZ40ncGXbp0QZcuXYqsRt6USiUqVqwodRnFBuXNH2XOH2XOH2XOl9zzzvmhq0aNGmIneo0aNVyuAx2Qf+akeLLdb5OSkgAA3t7e1IHuRNRW8EV586dQKPK97hpxDsqcP2pb+KK8nYe+knAzWq0WL730Ep22wQnlzR9lzh9lzh9lzpfc8xYumCmoX7++uBweHs63GAfJPXNSPGm1WowbNw5A9igvAChZsqSUJbk9aiv4orz5Ey4AyGtqkf3790OhUGD//v3iutjYWJc9XnAG3pkTalt4o7ydhzrR3Yy3tzdWrVqV6wM1cQ7Kmz/KnD/KnD/KnC+5551zJHp0dDSqVq0KAOjdu7cUJT2R3DMnxZO3tzfmzJljt47mQ3cuaiv4orz/k5mZialTp6JLly4IDAyEQqHAd999V+Svo1QqER4eXuCUC9999x0UCkWet/Hjxxd5Tflp06aN3Wt7e3ujbt26+PLLL8UvFp1h9uzZ2Lx5c5E9n23mhw8fxrRp05Camlpkz09yo7aFL8rbeVzv/F7yzHx8fKQuoVihvPmjzPmjzPmjzPmSc945O9H9/PywZcsWXL16FS+99JJEVT2ZnDMnxVdAQIDdfRqJ7nzUVvBFeWdLSkrC9OnTUbFiRdSrV89u5HZRc3TO4unTpyMiIsJuXVRUlDNKyldoaKj4ZWJSUhLWr1+P999/H4mJiZg1a5ZTXnP27Nno3bs3evToUWTPKWR++PBhfPzxx4iNjc3VvpOiRW0LX5S3c9BIdDej0+kQExMDnU4ndSnFAuXNH2XOH2XOH2XOl9zzzjnKxM/PDzVq1ED37t0lv2BWfuSeOSmedDodRo0aZbeORqI7F7UVfFHe/ylfvjwePHiAO3fu4LPPPiuS5wwPD8e0adPs1lmtVty8edOhkdwvvPAC+vXrZ3ezncKNB39/f/G133vvPfz111+oVKkSFi1aJJvpUaxWK86fP+/U0fPEHrUtfFHezkOd6G7G29sbP/74I522wQnlzR9lzh9lzh9lzpfc885rJLqrk3vmpHgSTo+2RSPRnYvaCr4o7/94enqiXLlyTn8dpVKJypUrOzwaPT8KhSJXBz2Q3XEfGxv7TM9dEC8vLzRp0gQZGRl49OiR3c++//57NGrUCN7e3ggMDETfvn0RFxdn95hr166hV69eKFeuHLy8vBAaGoq+ffsiLS0NQPZ2ZWVlYfXq1eI0MsL23LlzB0OHDkX16tXh7e2N0qVLo0+fPrh9+7bdawjT4Rw4cABDhw5F+fLl0aZNG0yfPh0ffPABACAiIkJ8fuH3d+/ejZYtWyIgIAC+vr6oXr06Jk6cWPQhFgPUtvBFeTsPTefihrRaLf2xcER580eZ80eZ80eZ8yXnvG070ZVKpWxO35Rz5qT4yjnSkkaiOx+1FXxR3vxZrVaHOtHT0tKQlJRkty4oKMhZZTns9u3bUCgUdtOhzJo1C5MnT8arr76KgQMHIjExEYsWLULr1q1x+vRpBAQEwGg0onPnzjAYDBgxYgTKlSuHe/fu4Y8//kBqair8/f2xdu1aDBw4ENHR0Rg8eDAAoEqVKgCAEydO4PDhw+jbty9CQ0Nx+/ZtLFmyBG3atMHFixdzHQ8NHToUZcqUweTJk5GRkYGuXbvi2rVr+OGHHzB//nwxyzJlyuDChQvo1q0b6tati+nTp8PT0xPXr1/HoUOH+ITqhqht4Yvydg7qRHczOp0OAwYMwI8//iibD9FyRnnzR5nzR5nzR5nzJfe8bWsuWbKky07hYkvumZPiSafTYdiwYXbraCS6c1FbwVdR5M0Yg9FoLOLKno2Hh4fL/t9otVpx+/ZtVK5cGSqVqsDHdujQIdc6xpizSsuTxWIRO/KTk5Px7bff4p9//kHXrl3FDrs7d+5g6tSpmDlzpt3I7VdeeQUNGjTA119/jYkTJ+LixYu4desWNm7caHch9ClTpojL/fr1w7vvvovKlSujX79+drV07do11wXUX3rpJTRr1gy//PIL/ve//9n9LDAwEH/++ScA4ObNm6hcuTIaNmyIH374AT169EB4eLj42N27d8NoNGL79u0u8UWF3FFbzhfl7TzUie5mfHx8sGXLFqnLKDYob/4oc/4oc/4oc77knrft9C1ymMoFkH/mpHjy8fHB1q1bUaJECWi1WgA0Et3ZqK3gqyjyNhqNeP/994uooqIxf/58eHp6cn1Ng8GAjIwMu3VWqxVarTbXaPLIyEiHnnPx4sWoVq1akdX4NC5fvowyZcrYrevevTu+/fZb8f6vv/4Kq9WKV1991W5by5Urh8jISOzbtw8TJ06Ev78/AGDnzp148cUXC93ZZzvK1mQyIT09HVWrVkVAQABOnTqVqxN90KBB4hcVT8pcGFX/22+/YcCAAc883U5xR205X5S381BL4GasVivu3r1LF8nghPLmjzLnjzLnjzLnS+55246ElUsnutwzJ8WTsN8KHT8AjUR3Nmor+KK8i84PP/yAMmXK2N3i4uLw2Wef5VpvMBgcGlEeHR2NDh062N14Cw8Px+7du7Fz5058/fXXqFChAhITE+2mlrt27RoYY4iMjMy1rZcuXRLnTo+IiMDo0aOxYsUKBAUFoXPnzli8eLE4H/qT6HQ6TJkyBWFhYfD09ERQUBDKlCmD1NTUPJ8jIiICQPbo/SdlHhMTgxYtWmDgwIEoW7Ys+vbti59++on+Np4StS18Ud7OQyPR3Yxer8fYsWPx3Xff0WkbHFDe/FHm/FHm/FHmfMk9bzl2oss9c1I8Cfutv78/Hjx4AEA+f3NyRW0FX0WRt4eHB+bPn1/ElT0bDw8P7q/ZuXNn7N69225dv3790KlTJ/Tv319cZ7FYEB8fj/Dw8CdO5/I0cl7H4VmVKFHCrvO+RYsWaNiwISZOnIiFCxcCyO7AUygU2L59e57bZHsGz+eff47Y2Fj89ttv2LVrF0aOHIk5c+bg6NGjCA0NLbCWESNGYNWqVXjvvffQrFkz+Pv7Q6FQoG/fvnl2Hgoj161Wq5h5fry9vfHXX39h37592Lp1K3bs2IEff/wR7dq1w65du5zyXrkzasv5orydhzrR3YyPjw9++uknqcsoNihv/ihz/ihz/ihzvuSet20nnlxGxco9c1I8Cftts2bNxHVly5aVsCL3R20FX0WRt0Kh4D51iisqX748ypcvb7fOy8sLlStXdsoI8lKlSiE1NdVundFoFL/wc5a6deuiX79++OabbzB27FhUrFgRVapUAWMMERERDk0/U6dOHdSpUweTJk3C4cOH0aJFCyxduhQzZ84EgHzns//555/x5ptv4vPPPxfX6fX6XDnkpFKpxIuTFjRXvlKpRPv27dG+fXt88cUXmD17Nj766CPs27dPkrMA5Izacr4ob+eh6VzcjMViweXLl4v8G2eSN8qbP8qcP8qcP8qcL7nnbdtxHhgYKGEljpN75qR4EvZb2y+ugoODJazI/VFbwRflzR9jDDqd7pkvEFqlShX89ddfduuWLVvG5b388MMPYTKZ8MUXXwDIvoCoSqXCxx9/nGu7GGNITk4GAKSnp8NsNtv9vE6dOlAqlTAYDOK6EiVK5NkxrlKpcj3/okWLnrjNtpmXKFECAHI9f0pKSq7fq1+/PgDY1UYcQ20LX5S381AnupsxGo345JNPXO6K6O6K8uaPMuePMuePMudL7nnbduhVqFBBwkocJ/fMSfEk7LelS5cW19FIdOeitoIvytveV199hZkzZ2LlypUAgC1btmDmzJmYOXOmw/N2PwljDAkJCc/ciT5w4ECcPn0avXr1wtKlSzFkyBB88cUXCAoKKpI6C1KrVi28+OKLWLFiBZKTk1GlShXMnDkT69evR8uWLfHZZ59h6dKlGDduHKpXr45Vq1YBAPbu3Yvw8HC8//77WLJkCRYtWoT27dtDpVKhV69e4vM3atQIe/bswRdffIENGzbg2LFjAIBu3bph7dq1eO+997Bs2TIMGDAACxcutGuj82KbeaNGjQAAH330EdauXYsNGzYgKysL06dPR8OGDTF58mSsWLECs2fPxuDBgxEaGoqWLVs6KUn3RW0LX5S389B0Lm7G29sb3333ndRlFBuUN3+UOX+UOX+UOV9yzzskJERc1uv1ElbiOLlnToonYb8dNWqUuK5ixYoSVuT+qK3gi/K2N2/ePNy5c0e8/+uvv+LXX38FkD2/ue1Fhp+WUqkUL3j5LAYNGoRbt27h22+/xY4dO9CqVSvs3r0b7du3f+bndsQHH3yArVu3YtGiRZg2bRrGjx+PatWqYf78+fj4448BAGFhYejUqRO6d+8OAKhXrx46d+6MLVu24N69e/Dx8UG9evWwfft2PPfcc+Jzf/HFFxg8eDAmTZoEnU6HN998E02bNsWCBQugUqmwbt066PV6tGjRAnv27EHnzp0LrNU28yZNmmDGjBlYunQpduzYAavVilu3bqF79+64ffs2Vq5ciaSkJAQFBeH555/Hxx9/XCTve3FDbQtflLfzKNizfuVJ8pSeng5/f3+kpaVxveCQxWLB2bNnUa9ePbrYBQeUN3+UOX+UOX+UOV/ukLcwF+rGjRvRu3dvqct5InfInDepji1dkdTH2Xfv3kXPnj3h7+//xLl3ybOhtoKvwuat1+tx69YtREREwMvLi0OF7ocxBq1WCx8fnwLn5yZFx5UyLy5/Q9SW80V5F56jx5Y0nYubMZlMWLFiBUwmk9SlFAuUN3+UOX+UOX+UOV/ukPf58+fx66+/2p3+7MrcIXNS/Aj7befOnbFp0yb8+++/Upfk9qit4Ivy5o8xhqSkpGeezoU4jjLnj9oWvihv56GR6E5Co4UIIYQQQkhRoWPL/1AWhLiG4jKKlhBnob8hQlwDjUQvpsxmMw4ePJjrKtfEOShv/ihz/ihz/ihzvihv/ihzIke03/JHmfNFefPHGENGRgaNiuaIMueP2ha+KG/noU50N2M2m7F582b6Y+GE8uaPMuePMuePMueL8uaPMidyRPstf5Q5X5Q3f4wxpKamUocuR5Q5f9S28EV5Ow9N5+IkdJopIYQQQggpKnRs+R/KghDXQFNREPJs6G+IENdA07kUU2azGbt27aJvnDihvPmjzPmjzPmjzPmivPmjzIkc0X7LH2XOF+XNH2MMaWlpNCqaI8qcP2pb+KK8nYc60d0MzX3EF+XNH2XOH2XOH2XOF+XNH2VO5Ij2W/4oc76eNm/qjHx6jDFkZmZShhy5UuauUAMP1JbzRXk7D03n4iR0mikhhBBCCCkqdGz5H8qCENdgsVhw9epVBAcHo3Tp0lKXQ4jsJCcn49GjR6hWrRpUKpXU5RBSbDl6bKnmWBPhwGQyYevWrejatSs0Go3U5bg9yps/ypw/ypw/ypwvyps/ypzIEe23/FHmfBU2b5VKhYCAADx69AgA4OPjA4VC4ewy3YrVakVGRgZKliwJpZImCuDBFTJnjEGr1eLRo0cICAhw+w50asv5orydhzrR3YzVasXly5fxwgsvSF1KsUB580eZ80eZ80eZ80V580eZEzmi/ZY/ypyvp8m7XLlyACB2pJPCYYwhPT0dfn5+9AUEJ66UeUBAgPg35M6oLeeL8nYems7FSeg0U0IIIYQQUlTo2PI/lAUhrsdiscBkMkldBiGyodFo3H4EOiFyQdO5FFMmkwkbN25Enz596LQNDihv/ihz/ihz/ihzvihv/ihz15eSkoIRI0Zgy5YtUCqV6NWrFxYsWABfX988H3/79m1ERETk+bOffvoJffr0AYA8R/398MMP6Nu3b9EV7yS03/JHmfP1LHmrVCrqEHwKtI/zR5nzR5nzRXk7D3WiuxnGGJKSkorNVZ6lRnnzR5nzR5nzR5nzRXnzR5m7vjfeeAMPHjzA7t27YTKZMGDAAAwePBjr16/P8/FhYWF48OCB3bply5bhs88+y3U68apVq9ClSxfxfkBAQJHX7wy03/JHmfNFefNHmfNHmfNHmfNFeTsPTefiJHSaKSGEEEIIKSo8jy0vXbqEWrVq4cSJE2jcuDEAYMeOHXjxxRcRHx+PkJAQh56nQYMGaNiwIb799ltxnUKhwKZNm9CjR4+nro+OswkhhBBCSFFx9NiSLv/sZoxGI1asWAGj0Sh1KcUC5c0fZc4fZc4fZc4X5c0fZe7ajhw5goCAALEDHQA6dOgApVKJY8eOOfQcJ0+exJkzZ/D222/n+tmwYcMQFBSE6OhorFy5UjYjpWi/5Y8y54vy5o8y548y548y54vydh7qRCeEEEIIIYSIEhISEBwcbLdOrVYjMDAQCQkJDj3Ht99+i5o1a6J58+Z266dPn46ffvoJu3fvRq9evTB06FAsWrSowOcyGAxIT0+3uwEQPxwajUa7ZeHihgaDQVzW6/Uwm815LlssFgCATqcTl7VaLaxWq7jMGANjDAaDQVzWarUAAKvVKi5bLBbodDpxWa/XAwDMZnOeyyaTCQaDQVyWYptyLtM2Fe9tMpvNbrdN7vg+0TZRW14c3ifaJmrLeb5PjqBOdDfj4eGBgQMHwsPDQ+pSigXKmz/KnD/KnD/KnC/Kmz/KXBrjx4+HQqEo8Hb58uVnfh2dTof169fnOQp98uTJaNGiBRo0aIBx48bhww//r717D4rqvP84/mGBXUDkIoqI19gkxlu9kNESrb8kMIJjrnWiMTFK6qUlOm3UWk000WZGk4k1TmOJJjXeqsYMTdNovMUKiZMEvKFYb4QOXlGxFfESF3eF5/eH4zYUMJqyZ9n1/ZphBs55PHyf7zkuHx8Pe36ruXPn3vR4r7/+uqKjoz0fbdu2lSQtWbJEkrRixQqtWLFCkrRo0SJlZ2dLkubPn6/169dLkubMmaOcnBxJ0owZM5Sfny9JmjRpkgoLCyVJmZmZKi4uliRlZGTo5MmTkqRhw4bp3Llzqqqq0qZNm1RVVaVz585p2LBhkqSTJ08qIyNDklRcXKzMzExJUmFhoSZNmiRJys/P14wZMyRJOTk5mjNnjiRp/fr1mj9/viQpOztbixYtsnROTqdTw4YNk9PpbJRzKigo0JgxYzRt2rSAmVNjPk92u10hISFas2ZNwMypsZ+nadOmacyYMSooKAiYOTX288RrOa/lgX6eeC3/YXO6FbwnupdcuHBBMTExOnHihKXv1ehyubRkyRL9/Oc/5x+mFqDf1qPn1qPn1qPn1qLf1qPnt+/ixYtq27atKioqFB0d/YOO8a9//Uvnzp276ZiOHTtq5cqVmjx5ss6fP+/Zfu3aNYWFhSk7O1tPPvnkTY/x5z//WaNHj1ZpaalatGhx07Hr16/XI488osrKSjkcjjrHXL161XNHknQ9Z7dr104lJSWKi4vz3JVkt9vlcrkUFBSk0NBQXb16VTabTaGhoaqsrFRISIhCQkJqfR4aGqrg4GA5nU7Z7XYFBwfrypUrCgsLk81m05UrVxQeHi6Xy6V3331Xv/jFL2S32+V0OhUREaHq6mpVVlYqIiJCVVVVcrlcCg8PV1VVldxut8LCwnTt2jVPD7/7udvtVnV1tRwOh9xut4wxnnlYMSfp+n96fPfzxjSn6upqrVixQs8884yaNGkSEHNqzOdJuv5A4IyMDEVGRgbEnBr7efr222+1evVqjRw5UjabLSDm1NjPE6/lvJYH+nnitfz253T58uVbytksonvJyZMnPXfJAAAAAA3hxIkTatOmjVe/x40Hi+7atUtJSUmSpM8++0zp6em39GDRBx98UM2bN9df/vKX7/1es2fP1rx581ReXn7L9ZGzAQAA0NC+L2eHWFjLHSUxMVEnTpxQ06ZNFRQUZNn3vXGXktV3wN+p6Lf16Ln16Ln16Lm16Lf16PntM8bo0qVL37uA3RA6d+6s9PR0jR07VosWLZLb7daECRP09NNPe75/aWmpUlJStGLFCvXp08fzZ//5z39q27Zt2rBhQ63jrlu3TmVlZfrJT36isLAwbdmyRXPmzNFvfvOb26qPnH3noOfWot/Wo+fWo+fWo+fWot+371ZzNovoXmKz2bx+l9DNREVF8ZfFQvTbevTcevTcevTcWvTbevT89vzQt3H5IVatWqUJEyYoJSVFNptNQ4YM0dtvv+3Z73a7VVRU5Hlo1A1LlixRmzZtNHDgwFrHDA0NVVZWliZOnChjjO6++2699dZbGjt27G3VRs6+89Bza9Fv69Fz69Fz69Fza9Hv23MrOZtFdAAAAAA1NGvWTKtXr653f4cOHVTXu0LOmTPH82Co/5aenq709PQGqxEAAACwis3XBQAAAAAAAAAA0FixiB5gHA6HZs6cKYfD4etS7gj023r03Hr03Hr03Fr023r0HP6I69Z69Nxa9Nt69Nx69Nx69Nxa9Nt7gkxdv4cJAAAAAAAAAAC4Ex0AAAAAAAAAgPqwiA4AAAAAAAAAQD1YRAcAAAAAAAAAoB4sovup2bNn64EHHlBERIRiYmLqHLNz506lpKQoJiZGsbGxSktLU2FhYY0x+/bt009/+lOFhYWpbdu2evPNNy2o3j99X88LCws1fPhwtW3bVuHh4ercubP+8Ic/1Br3+eefq3fv3nI4HLr77ru1bNky7xcfQNavX6++ffsqPDxcsbGxeuKJJ2rsP378uAYPHqyIiAjFx8drypQpunbtmm+KDQBZWVnq0KGDwsLC1LdvX+3YscPXJQWU0tJSjRgxQnFxcQoPD1f37t21a9cuz35jjF599VW1atVK4eHhSk1NVXFxsQ8r9i/btm3To48+qsTERAUFBelvf/ubZ5/b7dbUqVPVvXt3NWnSRImJiRo5cqROnTpV4xjl5eV69tlnFRUVpZiYGI0ePVqXL1+2eCb+42Y9l6TLly9rwoQJatOmjcLDw9WlSxctWrSoxpjKykqNHz9ecXFxioyM1JAhQ1RWVmbhLHCnI2dbj5zdOJCzrUfW9h5ytneRs61HzvY9FtH9lMvl0lNPPaXMzMw691++fFnp6elq166dtm/fri+//FJNmzZVWlqa3G63JOnixYsaOHCg2rdvr927d2vu3LmaNWuW3nvvPSun4je+r+e7d+9WfHy8Vq5cqQMHDmj69Ol66aWX9Mc//tEz5siRIxo8eLAeeugh7d27Vy+++KLGjBmjzZs3WzUNv/bRRx/pueee0/PPP6/CwkJ99dVXeuaZZzz7q6qqNHjwYLlcLn399ddavny5li1bpldffdWHVfuvDz/8UJMmTdLMmTNVUFCgHj16KC0tTWfPnvV1aQHh/Pnz6tevn0JDQ7Vx40YdPHhQ8+bNU2xsrGfMm2++qbfffluLFi3S9u3b1aRJE6WlpamystKHlfuPb7/9Vj169FBWVlatfVeuXFFBQYFeeeUVFRQU6K9//auKior02GOP1Rj37LPP6sCBA9qyZYs+/fRTbdu2TePGjbNqCn7nZj2XpEmTJmnTpk1auXKlDh06pBdffFETJkzQ2rVrPWMmTpyodevWKTs7W1988YVOnTqln/3sZ1ZNASBn+wA52/fI2dYja3sPOdv7yNnWI2c3AgZ+benSpSY6OrrW9p07dxpJ5vjx455t+/btM5JMcXGxMcaYd955x8TGxpqrV696xkydOtV06tTJ63X7s/p6XpcXXnjBPPTQQ56vf/vb35quXbvWGDNs2DCTlpbWkCUGJLfbbVq3bm0WL15c75gNGzYYm81mzpw549m2cOFCExUVVeM6x63p06ePGT9+vOfrqqoqk5iYaF5//XUfVhU4pk6davr371/v/urqapOQkGDmzp3r2VZRUWEcDof54IMPrCgxoEgyH3/88U3H7Nixw0gyx44dM8YYc/DgQSPJ7Ny50zNm48aNJigoyJSWlnqz3IBQV8+7du1qXnvttRrbevfubaZPn26MuX6Nh4aGmuzsbM/+Q4cOGUkmLy/P6zUD30XOth452zfI2b5B1vYecra1yNnWI2f7BneiB6hOnTopLi5O77//vlwul5xOp95//3117txZHTp0kCTl5eVpwIABstvtnj+XlpamoqIinT9/3keVB5YLFy6oWbNmnq/z8vKUmppaY0xaWpry8vKsLs3vFBQUqLS0VDabTb169VKrVq00aNAg7d+/3zMmLy9P3bt3V8uWLT3b0tLSdPHiRR04cMAXZfstl8ul3bt317hebTabUlNTuV4byNq1a3X//ffrqaeeUnx8vHr16qU//elPnv1HjhzRmTNnapyD6Oho9e3bl3PgJRcuXFBQUJDnrQTy8vIUExOj+++/3zMmNTVVNptN27dv91GV/u2BBx7Q2rVrVVpaKmOMcnNz9c0332jgwIGSrt9t6na7a1z39913n9q1a8d1j0aDnN04kLMbDjnbemRt7yJnNz7kbO8jZ3sfi+gBqmnTpvr888+1cuVKhYeHKzIyUps2bdLGjRsVEhIiSTpz5kyNECTJ8/WZM2csrznQfP311/rwww9r/DpSfT2/ePGinE6n1SX6lZKSEknSrFmzNGPGDH366aeKjY3Vgw8+qPLycklc0w3p3//+t6qqqursJ71sGCUlJVq4cKHuuecebd68WZmZmfrVr36l5cuXS/rPNcs5sEZlZaWmTp2q4cOHKyoqStL1cxAfH19jXEhIiJo1a8Y5+IEWLFigLl26qE2bNrLb7UpPT1dWVpYGDBgg6XrP7XZ7rfdE5rpHY0LO9j1ydsMiZ1uPrO1d5OzGhZxtDXK297GI3ohMmzZNQUFBN/04fPjwLR3L6XRq9OjR6tevn/Lz8/XVV1+pW7duGjx4MCHyOxqy59+1f/9+Pf7445o5c6bnf/1Qt1s9B9XV1ZKk6dOna8iQIUpKStLSpUsVFBSk7OxsH88CuH3V1dXq3bu35syZo169emncuHEaO3ZsrYe/wPvcbreGDh0qY4wWLlzo63IC2oIFC5Sfn6+1a9dq9+7dmjdvnsaPH6+///3vvi4NAY6cbT1ytu+Rs3GnImc3HuRs65CzvS/E1wXgPyZPnqyMjIybjunYseMtHWv16tU6evSo8vLyZLPZPNtiY2P1ySef6Omnn1ZCQkKtp/De+DohIeH2J+CHGrLnNxw8eFApKSkaN26cZsyYUWNffT2PiopSeHj4bX2fQHGr5+D06dOSpC5duni2OxwOdezYUcePH5d0vb///UT7O+2abijNmzdXcHBwndcrvWwYrVq1qnE9S1Lnzp310UcfSfrPNVtWVqZWrVp5xpSVlalnz56W1RnobgT7Y8eOKScnx3N3jHT9HPz3w72uXbum8vJy/h78AE6nUy+//LI+/vhjDR48WJL04x//WHv37tXvf/97paamKiEhQS6XSxUVFTXukuG1B/8rcrb1yNm+R85uvMja3kXObhzI2dYhZ1uDRfRGpEWLFmrRokWDHOvKlSuy2WwKCgrybLvx9Y07DZKTkzV9+nS53W6FhoZKkrZs2aJOnTrVeGp1IGvInkvSgQMH9PDDD2vUqFGaPXt2rf3JycnasGFDjW1btmxRcnJyg9Xgb271HCQlJcnhcKioqEj9+/eXdP2H8tGjR9W+fXtJ1/s7e/ZsnT171vOrYVu2bFFUVFStEIWbs9vtSkpK0tatW/XEE09Iun5Hx9atWzVhwgTfFhcg+vXrp6KiohrbvvnmG8/1fNdddykhIUFbt271hPmLFy9q+/btyszMtLrcgHQj2BcXFys3N1dxcXE19icnJ6uiokK7d+9WUlKSJCknJ0fV1dXq27evL0r2a263W26327PoeENwcLAnmyQlJSk0NFRbt27VkCFDJElFRUU6fvz4Hf2zEv87crb1yNm+R85uvMja3kXO9j1ytrXI2Rbx7XNN8UMdO3bM7Nmzx/zud78zkZGRZs+ePWbPnj3m0qVLxpjrT9h1OBwmMzPTHDx40Ozfv9+MGDHCREdHm1OnThljrj+Zt2XLlua5554z+/fvN2vWrDERERHm3Xff9eXUGq3v6/k//vEP06JFCzNixAhz+vRpz8fZs2c9xygpKTERERFmypQp5tChQyYrK8sEBwebTZs2+WpafuXXv/61ad26tdm8ebM5fPiwGT16tImPjzfl5eXGGGOuXbtmunXrZgYOHGj27t1rNm3aZFq0aGFeeuklH1fun9asWWMcDodZtmyZOXjwoBk3bpyJiYkxZ86c8XVpAWHHjh0mJCTEzJ492xQXF5tVq1aZiIgIs3LlSs+YN954w8TExJhPPvnE7Nu3zzz++OPmrrvuMk6n04eV+49Lly55Xqslmbfeesvs2bPHHDt2zLhcLvPYY4+ZNm3amL1799Z43b569arnGOnp6aZXr15m+/bt5ssvvzT33HOPGT58uA9n1bjdrOfGGPN///d/pmvXriY3N9eUlJSYpUuXmrCwMPPOO+94jvHLX/7StGvXzuTk5Jhdu3aZ5ORkk5yc7Ksp4Q5EzrYeOdv3yNnWI2t7Dznb+8jZ1iNn+x6L6H5q1KhRRlKtj9zcXM+Yzz77zPTr189ER0eb2NhY8/DDD5u8vLwaxyksLDT9+/c3DofDtG7d2rzxxhsWz8R/fF/PZ86cWef+9u3b1zhObm6u6dmzp7Hb7aZjx45m6dKlls/FX7lcLjN58mQTHx9vmjZtalJTU83+/ftrjDl69KgZNGiQCQ8PN82bNzeTJ082brfbRxX7vwULFph27doZu91u+vTpY/Lz831dUkBZt26d6datm3E4HOa+++4z7733Xo391dXV5pVXXjEtW7Y0DofDpKSkmKKiIh9V639yc3PrfF0eNWqUOXLkSJ37/vtn6blz58zw4cNNZGSkiYqKMs8//7xnUQe13aznxhhz+vRpk5GRYRITE01YWJjp1KmTmTdvnqmurvYcw+l0mhdeeMHExsaaiIgI8+STT5rTp0/7aEa4E5GzrUfO9j1ytm+Qtb2HnO1d5GzrkbN9L8gYY/7Xu9kBAAAAAAAAAAhEtu8fAgAAAAAAAADAnYlFdAAAAAAAAAAA6sEiOgAAAAAAAAAA9WARHQAAAAAAAACAerCIDgAAAAAAAABAPVhEBwAAAAAAAACgHiyiAwAAAAAAAABQDxbRAQAAAAAAAACoB4voAACfKC8v18SJE9WhQweFhYWpS5cuWr58ua/LAgAAAPweWRsAGlaIrwsAANx5ioqKlJKSooqKCg0dOlQxMTFatWqVMjIyFB4erqFDh/q6RAAAAMAvkbUBoOEFGWOMr4sAANw5Ll26pJ49e+rKlSv64osvdO+990qSDhw4oB49eqh79+7as2ePj6sEAAAA/A9ZGwC8gzvRAQCWeu2111RSUqK1a9d6Qr0kde3aVT169FBBQYEuX76syMhIH1YJAAAA+B+yNgB4B++JDgCwTEVFhbKystStWzc9+uijtfY3a9ZMklRWVmZ1aQAAAIBfI2sDgPewiA4AsEx2dracTqdGjhxZ5/6rV69Kkux2u5VlAQAAAH6PrA0A3sPbuQAALLNx40ZJ0uHDhzVr1qxa+4uLixUcHKyEhASLKwMAAAD8G1kbALyHB4sCACzTsmVLnT179qZjOnXqpMOHD1tUEQAAABAYyNoA4D28nQsAwBLnz5/X2bNnNWDAABljan1s3bpVktS/f38fVwoAAAD4F7I2AHgXi+gAAEucPHlSkpSYmFjn/g0bNkiSBg0aZFlNAAAAQCAgawOAd7GIDgCwhNvtliQ5HI46933wwQeKi4vTI488YnVpAAAAgF8jawOAd7GIDgCwRMuWLSVJZWVltfYtXrxYp06d0pQpU+oM/gAAAADqR9YGAO/iwaIAAMv86Ec/0qlTp3T48GG1b99ekpSfn6/U1FTde++9ys/Pl91u93GVAAAAgP8hawOA97CIDgCwzOLFizV27Fi1bt1aw4cP1+nTp5Wdna0OHTooJydHrVu39nWJAAAAgF8iawOA97CIDgCw1MKFCzV//nwdP35ciYmJGjZsmF5++WU1bdrU16UBAAAAfo2sDQDewSI6AAAAAAAAAAD14MGiAAAAAAAAAADUg0V0AAAAAAAAAADqwSI6AAAAAAAAAAD1YBEdAAAAAAAAAIB6sIgOAAAAAAAAAEA9WEQHAAAAAAAAAKAeLKIDAAAAAAAAAFAPFtEBAAAAAAAAAKgHi+gAAAAAAAAAANSDRXQAAAAAAAAAAOrBIjoAAAAAAAAAAPVgER0AAAAAAAAAgHqwiA4AAAAAAAAAQD3+HyDfrQfyhd/7AAAAAElFTkSuQmCC",
"text/plain": [
"<Figure size 1500x1000 with 3 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Set a white background and black/gray lines\n",
"plt.rcParams['figure.facecolor'] = 'white'\n",
"plt.rcParams['axes.facecolor'] = 'white'\n",
"\n",
"# Create figure\n",
"plt.figure(figsize=(15, 10))\n",
"\n",
"# Mz Component\n",
"ax1 = plt.subplot(2, 2, (1, 2))\n",
"ax1.plot(xx, yy_z, label='$M_z$ Component', color='black')\n",
"tmp_xx = xx[:]\n",
"for (ii, tmp_yy) in enumerate(yy_z_other):\n",
" ax1.plot(tmp_xx[:len(tmp_yy)], tmp_yy, label='$M_z$ Component', color='dimgray', alpha=0.8)\n",
" tmp_xx = tmp_xx[len(tmp_yy):]\n",
"ax1.set_title('$M_z$', fontsize=16)\n",
"ax1.set_xlabel('$\\\\theta$', fontsize=14)\n",
"ax1.set_ylabel('Magnetization', fontsize=14)\n",
"ax1.grid(True, linestyle='dotted', alpha=0.7)\n",
"ax1.legend(labels=['Smooth Transition', 'Full Restarts'], fontsize=12, loc='center')\n",
"[ax1.axvline(i, color='lightgray', linestyle=\"--\", alpha=0.3) for i in np.linspace(-180, +180+30, 14)]\n",
"\n",
"# Mx Component\n",
"ax2 = plt.subplot(2, 2, 3)\n",
"ax2.plot(xx, np.array(yy_x), label='$M_x$ Component', color='black')\n",
"tmp_xx = xx[:]\n",
"for (ii, tmp_yy) in enumerate(yy_x_other):\n",
" ax2.plot(tmp_xx[:len(tmp_yy)], np.array(tmp_yy)+1, label='$M_x$ Component', color='dimgray')\n",
" tmp_xx = tmp_xx[len(tmp_yy):]\n",
"ax2.set_title('$M_x$', fontsize=16)\n",
"ax2.set_xlabel('$\\\\theta$', fontsize=14)\n",
"ax2.set_ylabel('Magnetization', fontsize=14)\n",
"ax2.grid(True, linestyle='dotted', alpha=0.7)\n",
"\n",
"# My Component\n",
"ax3 = plt.subplot(2, 2, 4)\n",
"ax3.plot(xx, np.array(yy_y), label='$M_y$ Component', color='black')\n",
"tmp_xx = xx[:]\n",
"for (ii, tmp_yy) in enumerate(yy_y_other):\n",
" color_choice = 'dimgray' if ii % 2 == 0 else 'gray'\n",
" ax3.plot(tmp_xx[:len(tmp_yy)], np.array(tmp_yy)+1, label='$M_y$ Component', color=color_choice)\n",
" tmp_xx = tmp_xx[len(tmp_yy):]\n",
"ax3.set_title('$M_y$', fontsize=16)\n",
"ax3.set_xlabel('$\\\\theta$', fontsize=14)\n",
"ax3.grid(True, linestyle='dotted', alpha=0.7)\n",
"ax3.legend(labels=['Smooth Transition', '1 + Full Restarts'], fontsize=12, loc='lower center')\n",
"\n",
"ax1.set_xticks(np.linspace(-180, +180, 13))\n",
"ax2.set_xticks(np.linspace(-180, +180, 7))\n",
"ax3.set_xticks(np.linspace(-180, +180, 7))\n",
"\n",
"print()\n",
"\n",
"plt.tight_layout()\n",
"plt.show()\n"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.11.6"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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