{ "cells": [ { "cell_type": "markdown", "id": "f9293c83", "metadata": {}, "source": [ "# The Jensen Gap at Grand Forks, 1997\n", "\n", "In February 1997 the National Weather Service gave Grand Forks, North Dakota, an outlook crest of 49 feet for the Red River of the North. The city built its dikes to about 52 feet. The river crested at 54.35 feet, and more than 50,000 people were evacuated.\n", "\n", "This notebook recomputes what that 49 feet implied, from one table: the Weather Service's own record of its spring outlooks. The arithmetic is Jensen's inequality, and its verdict fits in a line: **the damage of the average is not the average damage.** The story of the flood is told in the blog post [The Average That Drowned a City](https://zamrik.com/the-average-that-drowned-a-city/)." ] }, { "cell_type": "markdown", "id": "0c220bc8", "metadata": {}, "source": [ "## The Forecaster's Record\n", "\n", "Table 3 of the Weather Service's 1998 service assessment lists, for East Grand Forks, every spring outlook from 1980 to 1997 that assumed normal future precipitation, and the crest that followed. The Weather Service says such outlooks sit at about the median: a 50% chance of being equalled or exceeded." ] }, { "cell_type": "code", "execution_count": 1, "id": "76671bca", "metadata": { "execution": { "iopub.execute_input": "2026-10-01T04:02:55.923477Z", "iopub.status.busy": "2026-10-01T04:02:55.923385Z", "iopub.status.idle": "2026-10-01T04:02:55.950891Z", "shell.execute_reply": "2026-10-01T04:02:55.950384Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "year outlook crest miss\n", "1980 31.0 31.0 +0.0\n", "1982 42.0 37.1 -4.9\n", "1984 36.0 38.2 +2.2\n", "1985 35.0 25.8 -9.2\n", "1986 39.0 37.9 -1.1\n", "1987 34.0 33.1 -0.9\n", "1989 40.0 44.3 +4.3\n", "1993 37.5 35.6 -1.9\n", "1994 42.0 33.0 -9.0\n", "1995 37.0 37.8 +0.8\n", "1996 44.5 45.8 +1.3\n", "1997 49.0 54.3 +5.3\n" ] } ], "source": [ "#| label: The NWS Record, 1980–1997\n", "import numpy as np\n", "from math import erf, exp, pi, sqrt\n", "\n", "# (outlook crest, crest that came) in feet, East Grand Forks,\n", "# from the NWS 1998 service assessment, Table 3\n", "record = {1980: (31.0, 31.0), 1982: (42.0, 37.1), 1984: (36.0, 38.2),\n", " 1985: (35.0, 25.8), 1986: (39.0, 37.9), 1987: (34.0, 33.1),\n", " 1989: (40.0, 44.3), 1993: (37.5, 35.6), 1994: (42.0, 33.0),\n", " 1995: (37.0, 37.8), 1996: (44.5, 45.8), 1997: (49.0, 54.3)}\n", "# the 1997 outlook, the dikes, and the crest usually quoted\n", "forecast, dikes, crest = 49.0, 52.0, 54.35\n", "\n", "print(\"year outlook crest miss\")\n", "for year, (outlook, came) in record.items():\n", " print(f\"{year} {outlook:7.1f} {came:5.1f} {came - outlook:+5.1f}\")" ] }, { "cell_type": "markdown", "id": "c6658b24", "metadata": {}, "source": [ "Table 3 lists the 1997 crest as 54.3 feet; the crest usually quoted is 54.35. Only the eleven years before 1997 were known when the outlook was issued, so they alone set the typical miss: its root mean square." ] }, { "cell_type": "code", "execution_count": 2, "id": "926718a8", "metadata": { "execution": { "iopub.execute_input": "2026-10-01T04:02:55.952153Z", "iopub.status.busy": "2026-10-01T04:02:55.952030Z", "iopub.status.idle": "2026-10-01T04:02:55.954697Z", "shell.execute_reply": "2026-10-01T04:02:55.954295Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "outlooks before 1997: 11, met or beaten in 5\n", "all twelve, 1997 included: met or beaten in 6\n", "misses from -9.2 ft to +4.3 ft\n", "mean miss -1.67 ft, typical miss 4.48 ft\n" ] } ], "source": [ "#| label: Known in Spring 1997\n", "before = {y: came - outlook for y, (outlook, came) in record.items() if y < 1997}\n", "miss = np.array(list(before.values()))\n", "s = sqrt((miss ** 2).mean()) # the typical miss\n", "met_all = sum(came >= outlook for outlook, came in record.values())\n", "\n", "print(f\"outlooks before 1997: {len(miss)}, met or beaten in {(miss >= 0).sum()}\")\n", "print(f\"all twelve, 1997 included: met or beaten in {met_all}\")\n", "print(f\"misses from {miss.min():+.1f} ft to {miss.max():+.1f} ft\")\n", "print(f\"mean miss {miss.mean():+.2f} ft, typical miss {s:.2f} ft\")" ] }, { "cell_type": "markdown", "id": "409850db", "metadata": {}, "source": [ "## Jensen's Inequality at 52 Feet\n", "\n", "Write $H$ for the 1997 crest, still uncertain in February, and measure the damage as the depth of water over the dikes. The damage is convex, flat below the dikes and rising beyond them, so Jensen's inequality applies:\n", "\n", "$$D(h) = \\max\\big(0,\\; h - 52\\big), \\qquad \\mathbb{E}\\big[D(H)\\big] \\;\\geq\\; D\\big(\\mathbb{E}[H]\\big)$$\n", "\n", "The city's arithmetic was the right-hand side: the forecast put into the damage. What it needed was the left-hand side. Take the outlook as the median and the typical miss as the spread, $H \\sim N(\\mu, \\sigma^2)$ with $\\mu = 49$ feet and dikes at $L = 52$ feet, and the expected depth over the dikes has a closed form:\n", "\n", "$$\\mathbb{E}\\big[\\max(0, H - L)\\big] = \\sigma\\,\\varphi(z) - (L - \\mu)\\big(1 - \\Phi(z)\\big), \\qquad z = \\frac{L - \\mu}{\\sigma}$$" ] }, { "cell_type": "code", "execution_count": 3, "id": "c2bfb9a1", "metadata": { "execution": { "iopub.execute_input": "2026-10-01T04:02:55.955665Z", "iopub.status.busy": "2026-10-01T04:02:55.955583Z", "iopub.status.idle": "2026-10-01T04:02:55.958038Z", "shell.execute_reply": "2026-10-01T04:02:55.957718Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "D(E[H]), the damage at the forecast: 0.00 ft\n", "E[D(H)], the expected damage: 0.674 ft\n", "chance the crest tops the dikes: 25.2%\n" ] } ], "source": [ "#| label: The Damage of the Average, and the Average Damage\n", "Phi = lambda z: 0.5 * (1 + erf(z / sqrt(2)))\n", "phi = lambda z: exp(-z * z / 2) / sqrt(2 * pi)\n", "\n", "def damage(h): # feet of water over the dikes: convex\n", " return max(0.0, h - dikes)\n", "\n", "def expected_damage(sigma): # E[damage(H)] for H ~ N(forecast, sigma^2)\n", " z = (dikes - forecast) / sigma\n", " return sigma * phi(z) - (dikes - forecast) * (1 - Phi(z))\n", "\n", "def p_over(sigma, height=dikes): # the chance the crest tops dikes of this height\n", " return 1 - Phi((height - forecast) / sigma)\n", "\n", "print(f\"D(E[H]), the damage at the forecast: {damage(forecast):.2f} ft\")\n", "print(f\"E[D(H)], the expected damage: {expected_damage(s):.3f} ft\")\n", "print(f\"chance the crest tops the dikes: {p_over(s):.1%}\")" ] }, { "cell_type": "markdown", "id": "3429ed8d", "metadata": {}, "source": [ "The normal shape is an assumption. Drop it, and replay the eleven real misses on top of 49 feet exactly as they happened:" ] }, { "cell_type": "code", "execution_count": 4, "id": "3a9ecfb3", "metadata": { "execution": { "iopub.execute_input": "2026-10-01T04:02:55.958972Z", "iopub.status.busy": "2026-10-01T04:02:55.958886Z", "iopub.status.idle": "2026-10-01T04:02:55.961224Z", "shell.execute_reply": "2026-10-01T04:02:55.960905Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "replayed crests above the dikes: 1 of 11 (9.1%), from 1989\n", "expected depth over the dikes: 0.118 ft\n" ] } ], "source": [ "#| label: The Eleven Misses, Replayed\n", "replayed = forecast + miss\n", "over = [y for y, e in before.items() if forecast + e > dikes]\n", "n, k = len(over), len(miss)\n", "print(f\"replayed crests above the dikes: {n} of {k} ({n / k:.1%}),\"\n", " f\" from {over[0]}\")\n", "depth = np.maximum(replayed - dikes, 0).mean()\n", "print(f\"expected depth over the dikes: {depth:.3f} ft\")" ] }, { "cell_type": "markdown", "id": "e214ef93", "metadata": {}, "source": [ "One in four, or one in eleven: the replay is lower because the outlooks had more often erred high than low. Neither is zero. A million crests drawn from the normal, seeded, check the closed form:" ] }, { "cell_type": "code", "execution_count": 5, "id": "f6dd6731", "metadata": { "execution": { "iopub.execute_input": "2026-10-01T04:02:55.962218Z", "iopub.status.busy": "2026-10-01T04:02:55.962132Z", "iopub.status.idle": "2026-10-01T04:02:55.979908Z", "shell.execute_reply": "2026-10-01T04:02:55.979534Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Monte Carlo: tops the dikes 0.2514, expected depth 0.6741 ft\n", "closed form: tops the dikes 0.2516, expected depth 0.6742 ft\n" ] } ], "source": [ "#| label: A Million Crests\n", "rng = np.random.default_rng(19970422)\n", "H = forecast + s * rng.standard_normal(1_000_000)\n", "p_mc, depth_mc = (H > dikes).mean(), np.maximum(H - dikes, 0).mean()\n", "print(f\"Monte Carlo: tops the dikes {p_mc:.4f}, expected depth {depth_mc:.4f} ft\")\n", "p_cf, depth_cf = p_over(s), expected_damage(s)\n", "print(f\"closed form: tops the dikes {p_cf:.4f}, expected depth {depth_cf:.4f} ft\")" ] }, { "cell_type": "code", "execution_count": 6, "id": "8b3f2981", "metadata": { "execution": { "iopub.execute_input": "2026-10-01T04:02:55.981601Z", "iopub.status.busy": "2026-10-01T04:02:55.981474Z", "iopub.status.idle": "2026-10-01T04:02:56.340937Z", "shell.execute_reply": "2026-10-01T04:02:56.340587Z" } }, "outputs": [ { "data": { "image/png": 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XPvjgA2F53bp1CAwMLHRcSkoKvvrqK+HxxIkTIZFIynXsZ8+eISwsrFxzvGrcuHHC+7m7d+8KFUYL83//93/Izs4GALRr1w5NmzbVaixERERERERERFT5sQUhURWjr6+P9evXY9iwYQW21a9fH/Xr18f48eOxdOlSfPrpp6VKsqpMtHV+SqUSu3fvLpB8oa+vD1NTU7i5uWHKlCmYPXs2Fi1apFGs1tbW8PX1RcuWLaFSqfD5559j4cKFGs1V3RgYGGDPnj3o0aNHgW12dnaws7ND48aNMW7cOHh5eeHYsWMVFsvvv/8OLy8v6OvrY+zYsVi6dGmx4ydMmAAg9+78nTt3FjnOy8sLO3fuhKmpqbBOoVCgY8eO6NixI8aOHYs+ffogISFB49hHjhyJlStXqh0DyE1Myvv/8Pbbb0MqlRaokhQcHAwzM7MCc1pYWMDCwgKtWrXC1KlT8e677xa4k78iDR48GOvXr4dCoRDWGRoaok+fPujVqxcmTpyIv/76CzVr1sS+ffvQsmVLtf0bNWqEH3/8Eb169UL37t2Rnp5e5hhcXFzw77//wtnZWW29np4ejIyM4ODggJYtW+KTTz6BVCoVvkwDXs9r28DAQGh1c+7cuVLvZ2xsjFWrVgEAFi5ciJs3b5b52GUlkUhQs2ZNyOVyvHjxArGxsRV+TG06e/YsBg0ahK5du8LAwACpqam6DomIKgGxWAJzpSVkenq6DoWoylAoFML7FwBC4n1Rdu3ahZUrV8LY2BgWFhbo1KlTgZt+dC1/hcy1a9cWOzYsLAzHjx9Ht27dAACDBg3CtWvXKi44IiIiIiIiIiKqdJiARVTF7NixA3379gWQW41n0aJFuHTpEiQSCTp06IAZM2bAysoK06ZNg1gsxieffFIhcXTv3h16enrCXc179+7FF198UWBcREREmebVxvnp6enh6NGjQqWs69evY8mSJQgMDISBgQG6deuGadOmwcjICD/99BOysrKwZMmSMsVZt25dHDp0CC4uLkhPT4ePjw+2bNlSpjmqihUrVmDnzp2YN2+e8CWEm5tbgXHPnz8Xlr/66ishQeXChQtYvXo17t69i7i4OBgZGaFOnTro2LEj+vXrV+Hx7Nu3DxEREbCzs8P7779fbAJW8+bN0bx5cwC5d+0Xldxja2uLbdu2QSaT4YcffsCRI0eQkpKCRo0aYfr06XBzc0OHDh2wd+9eeHp6lvkcAWD8+PFCMk1WVhY2b96Mf/75B48ePYJYLIaTkxM6deqEIUOGFLq/RCLB2bNncejQIVy/fh1Pnz6FSqVC7dq10alTJ4wfPx4KhQIbNmzAo0ePcP78eY3iLIvGjRtjxIgReP78OT7//HNcuHABOTk56Nq1K+bMmQOFQoHffvsN/v7+2LBhA5o0aYIVK1Zg7969iIqKQp06dfDFF1+gSZMm6NSpE2bOnIlvv/22zHFs3LhRSL7auXMnduzYgfDwcKSkpECpVMLV1RVdunRBr169Cuxbka/tPG3atIGBgQGAsiVgLVq0CLVr18bt27fx3XffaXz80urfvz/i4+PVkunCwsJw8OBBLF68GHfv3tV4bh8fHygUCrRs2VL4AnfOnDnYt2+fMCY5ORkymaxcf4vyErAMDAzQtm1bHD9+XOOYiah6kMv1YWZuwapXRGXUrl07oSprUlISLl68WOz49PR0nD17Ft27dweQWwG5MiVgyeVytGnTRnicvypnUU6cOCEkYHl6ehZaIZiIiIhIU3K5HC4uLsLjBw8eaHRjIhERERFVHCZgEVUh77zzjpCcdOnSJXh6eiIxMVHYfvbsWWzevBmnTp2Co6MjPv74Y+zYsQOnT5/Weiz3799XexwXF4egoKByzamt85s5c6aQfOXr64tBgwYhKytL2H7y5Els374dAQEBMDc3x/z587F37148evSoVHG2adMG+/fvh6WlJeLj4zFo0KByf1nQsGHDIrfZ2toKy05OToiOji5ybF47NG2KiopCVFQU4uLihHUl/VuPGjUKAHDx4kW0b99e7fkHgNOnT2PdunWQyWTFtpLTRjzZ2dn466+/8PXXX6Nhw4Zo3759kf8n8qpfASi2xUi9evWQlJSETp064fLly8L6S5cuYfPmzTh8+DA6d+6MLl26wMfHp8QKAIXNv3z5cgBAfHw8+vTpUyDmixcvYvv27Zg+fXqhla6aN29e4P9pXoy7d+/GL7/8gjNnzsDOzg7z5s0TviyqSO7u7rh69So8PT3V/v0uXLiA+/fvY8eOHdDT08PJkyehVCrRq1cvtQpS165dw7///otbt27Bzs4OU6ZMwbx588rUZs/JyUn4Mm3JkiWYNm1agTHHjx/H8uXLYW5urlb9CqjY13aevCRAIPffqzS6du2KCRMmIDs7G+PHj0dGRoZGxy4LpVJZYF2tWrUwceJE+Pj4YNasWVi8eLFGc+f9Pra0tBTWRURElPi7p6x/i/J/OdyiRQsmYBG94YyMTWFkbKLrMIiqpLfeektYvnnzZoH3UIW5cuWKkICVf//KoH79+kJbRJVKhatXr5a4z5UrV4TlynY+REREVPW5uLioXfNo2LAhbt26pcOIiIiIiOhVvK2XqAqZPn06gNyEkjFjxqglJ+WJiIjA5MmTC+xTFWjj/KRSKT788EMAuYkr3t7eBRIkACAwMBCzZ88GkHv30EcffVSqGAcMGIBjx47B0tIS4eHh6Nixo1bu1A4MDCzy599//xXGrVmzptixr7Zr0xUbGxsAwKlTpwp9/vNkZmYiKSmpwuNZtWqVEMf7779f6BiFQoG3334bQO4d7iVV7/nhhx/Ukq/ypKenw9vbG5mZmQCAjz/+uMzxzpw5U0je+eijj4pNoszIyFCrPpansOSr/B4/fiy0zPT09CzQ5rCi+Pj4qCVf5dm5cyfCwsIAADVq1MDy5csLbd+XkJAgtICpUaMGXF1dy3T8vNcmgBL/7xbWTu91vLbr1q0rLD99+rTE8UZGRvjrr78A5FaIO3PmjEbHLa2HDx/im2++gYeHB6ysrCCVSmFmZgYPDw+sW7cOKpUKenp6+OWXX0r9u1VXnj17Jiznf96J6M0iFouhtLBm8hVROdSvX19YDg0NLdU+jx8/FpYbNGig9ZjKI//5PH/+vFTVJfKfj4WFhVoieWnltbQu6qdmzZplnpOIiIiIiNTZKPRR0yj3x0ahr+twiIioGmECFlEVYWVlhaZNmwIoOTnk8OHDePjwIYDcqigikeh1hFgu2jq/Zs2awdraGkBuQkdMTEyR86xbtw7JyckAINx5XZwpU6Zg165dMDQ0RGBgINq2bYubN2+WuN+bKDw8HEBui7K8fw9dioiIwP79+wEAw4YNKzTZaNSoUTA2NgYA/PHHHyXOuXr16iK3hYaG4ujRowCAJk2aoEaNGmWKt3///kLcmzZtKtO+RbG0tISLiwtcXV3RsGFDNGzYUKiWJhaL0axZM60cpziBgYG4fv16kduvXbsmLG/cuLHIcfmrC+S1EiytvNcmAHh7e0MqLVsx0Nfx2s7/xdqLFy9KHP/TTz/B0dERoaGh+PzzzyskpvxcXFwwd+5cBAQEIDo6GtnZ2YiPj0dAQAC8vb0xfPhwITltwYIFsLe3r/CYNJX/bwS/0CR6M8n05LC0soGehlULiSiXhYWFsJw/wbk4+RPNC6usqUvlPR9As3MKDw8v9qek1o5ERERERFSygHe8cOW9XrjyXi8EvOOl63CIiKgaYQIWURXRuHFjYbk01U3Onj0LADA1NYWTk1OFxaUt2jq/ssyTmpoqJHy4uroWm4gxf/58/Pbbb5BIJPDz80OHDh3UEjnKSyQSFfnj6OgojOvcuXOxY/39/bUWU3nkte9zcXFBcHAwNmzYgLFjx6JBgwY6SwhcuXIlAMDQ0BDvvPNOge157QejoqKwe/fuYud6+PBhoVWn8jt//ryw3KRJk1LH6ejoKNwtHxAQUKb2eq/q27cv9u3bhxcvXiAqKgrBwcEICgoSKqatWrVKGKvJHfpldfv27WK35684defOnVKNMzEpW7WSsLAwHD58GAAwaNAghISEYMmSJRgwYADs7OxK3P91vLYNDQ2F5cKqcOXXpUsX4bU7ceJEIalUl3bt2oXffvsNAGBgYAAfHx8dR1S0/AluCoVCh5EQkS4ojExgYWkN8f/ajBGR5oyMjITl1NTUUu2Tf1z+/SuD8p7Pq3MQEREREREREVH1xwQsoioi/x24pWlJ9eTJk0L3ray0dX6aziMWi2Fubl7kuJkzZwLITc7p168f4uPjS5z7TbZw4UIsXLgQGRkZMDY2xpgxY7Bu3Trcvn0b0dHR2LZtG/r27ftaY/r3338RHBwMoGAbwqZNm6JFixYAciujZWRkFDtXae6Cz//6K0tyk5WVlbAcERFR6v3yk0ql2Lp1K/bv34/+/fsX+9rOkz/pp6KUlByUP9ksrzpXSeMkGnxpPnr0aPj6+gIA7O3t8fHHH2Pv3r0IDw9HSEgIfvvtN6Ei36tex2s7f2tDff2iS2ArFAqsXr0aYrEYGzZswJEjR8p1XG1as2aNsOzh4aHDSIpnYGAgLOe1DSWi6k8kEsFcaQljk9fTfpfoTZD/PUtJ76Xz5G/rl/9vcmVQ3vMBNDsne3v7Yn8qS8t5IiIiIiIiIiIqiAlYRESlsHXrVgC5yTHbtm2DnG1qipWTk4OZM2fC2dkZn332GQ4cOCBUmlEqlRg+fDj2798Pf3//UiUHaUtea8HGjRujdevWwvqJEycKy3kVjqqymTNnYsSIEQBy2/69//77aNSoEczMzCCTyYSKaZ6ensI+VaFVqba8ePEC/fr1g7u7O3744QecOnUKaWlpAHIrkE2ZMgVXr17Fr7/+WmDf1/HajouLE5aLS6B955134OTkhOzsbJw7dw4jRowo9Cd/Zaf86ytS/jaylbm1X/7nN//zTkTVl0ymB0vrmpDrV65kD6KqLu+9FADo6emVap/8n6lKW2XqdSnv+QCanVNERESxP/lvRCIioooVEhKCnJwcnDhxQtehvDE8PDyQk5ODnJwcjBs3TtfhlOjrr78W4nVwcNB1OEQaC/p5KJLW++DQ5z11HUqFWPl+BySt90HS+pdV+q89j8WlJy9w6ckLqOz1CmwvaX8iIqKiFN1vi4gqlZiYGGHZxsamxPH5x+TfFwCys7OFZZFIhJycnCLneV0tmbR1fprOo1Kpim31NXr0aKSnp2PcuHHo3bs3Dhw4gP79+xdbpYdyv0D4+eef8fPPPwMAGjZsiF69emHy5MlwdnZGp06dsGrVKgwdOvS1xLNmzRp899130NfXx4QJE3D+/HkYGhpi1KhRAIDjx4/j/v37Jc5To0aNEsfkf/1FR0eXOsaoqChh2dbWttT75Td58mQAua0SW7duXeTrVKlUajR/dXH16lVcvXoVACCTydCqVSsMHDgQEyZMgImJCT788EPcvXsXy5cvL7BvRb62Hz16JCwrlUo8ePCg0HF5X/JJJBKh5V9J8pJJAWDbtm1ljq208lcmy1/Rq7LJ/38g//NORNWTocIYJqZmug6DqFpKSkoSlktb+Sn/uPz7VwblPZ9X5yAiIiIiospj+O7TwvJK0w4YU5sVsomISDtYAYuoirhx44aw3K5duxLH542Jj49HSEiI2rbExERhubgEDEtLS7V2aBVJW+dXlnn09fWFNmO3bt0qNklApVLB29tbqKDUtWtXHD58GEZGRiXGWl0Ul6hXWkFBQVi0aBGaN2+O8PBwAMCAAQM0an+nSTwxMTHYsWMHgNxKQMbGxnj77bdhYmIC4GWFrJI4OzvD2tq62DH5K2xdv3691DE+evRISMLq1KkTxOKy/alWKpWws7MDAOzdu7fYJMFWrVqVae7qLDMzE6dPn8aMGTPQtWtXYX1ecl5JtPnaDgwMFJbr169f5v0rgyZNmgjLec9HZdSgQQNh+ebNmzqMhIgqkkgkgpm5JZOviCpQ/hthSnOzAqB+w0JeRdHKorznA1S+cyIietONGzdOqFbk4eGh63DeGKwkRvT6je5QR6jY1LFByTepExERkfYwAYuoioiKisKVK1cAAJ07dy72S/nu3bvD2dkZAHD06NECiSoPHz4Ullu2bFnkPGPHji0xrrzkjvK25NPW+V25cgXPnj0DAAwdOrTY9l1jx44VEqgOHz5cqjgnTZqEpUuXAgA6duyIo0ePwtS0Yu+OCA0NFVrG+fv7V+ixipO/hUZp23AUJS4uDhcuXAAASKVSjVq1aRrP77//DiC3utuYMWMwYcIEAMDz58+xZ8+eUs/z3nvvFbnNwcEB3bp1A5CbfJX3miytffv2AQDs7e1LnQCURyp9WdyyuAp2xsbGVaKcuy5cunRJ+MKsrEmo2nhtnzt3TljOn8j3qqVLlwq/G4r7yV/ZKf/6ijR16lRh+dixYxV6LEDzv0Vt27YVls+ePavVmIiocpBKZbC0soF+KSvYEJFm8rcfLm0Lntq1awvLd+7c0XpM5ZH/fKytrUv1HiP/+cTExJSpCi4REREREenGpFWnYDR2DYzGrtF1KEREVA0wAYuoClm8eDGA3NZOGzZsKLT6Us2aNbFy5coC++R3/PhxYXnGjBmFVthp0aIFvvnmmxJjioyMBKCdKi3aOL/s7GyhXZipqSnWrl2rlpCSx9XVFT/++CMAID09vdAWY0X55JNPMH/+fABAmzZtcPz48TeilVvevzVQ/L+3ubk5Bg0aVGzlJnNzcyGxJDExscwJSmWJ51Vnz54VKlJ98cUXQhWoNWvWIDMzs9TzzJ49G82bNy+wXi6XY+3atZDJZAAgJOyVxYIFC5CWlgYAWL58ebHV3GQymVo1rqioKOGO/X79+sHS0rLQGDdt2lTqu/mrk6ZNmxabeArkJj3l/Z/O3/7vdb22g4ODheO2adOmzPtrysPDQ7gbuKg7UwcNGiS8tovy+eefY8SIEQByKz+sWVPxFy80/VuU9/wGBwcjODhY63ERkW4ZGCpgYVUDkkLeCxKRdt2+fVtYbtSokVo74qK4u7sXun9lcPfuXWRnZwMAxGKxUDm5OJX5fIiIiIiIiIiIqOLxSjRRFbJx40aMGDECffv2RcuWLXH9+nUsWrQIly5dgkQiQfv27TFjxgwhqWLp0qU4c+ZMgXmCgoLw33//wcvLC56enjhy5AiWLVuGx48fw8rKCr1798akSZMQGhoKpVJZbKu1gIAA1KlTB+7u7vj++++xb98+xMfHC9sfPHhQbGu/iji/hQsXYtCgQXB3d0ffvn1x8eJFLFmyBIGBgTAwMEC3bt0wbdo0GBsbAwBmzZqF0NDQUsWY5/PPP0daWhrmzp0Ld3d3+Pn5wcvLC8+fPy/TPHkaNmyo0X6vCgkJKbblXHkEBAQIy7/99hu+//57hIWFCV9MREdHIyYmBiYmJti9ezciIyOxb98+nDt3Dg8ePEBSUhKUSiWaNm2KyZMnC23yVq5cWerXiCbxFGblypX4/fffYWtrCyC3xeSff/5Z6mPfu3cPlpaW8Pf3x5IlS3DkyBGkpKSgUaNG+PTTT+Hm5gYAOHHihEbJJ8HBwfjwww/x119/wdTUFH5+fti8eTP27duH0NBQiMViODg4oFOnThg+fDhmzZqFdevWAchtzbhu3TpMnz4dtra2OHfuHH766SfcuHEDKpUK7u7umDp1Kho0aAB/f/83rux+kyZNsHbtWty8eRO+vr64fPkywsPDkZGRAWtra3Tp0gUTJ04Uxi9btkxYfl2vbQDYsWMHZs2ahSZNmsDKykpoS6lrv/zyC1auXIl9+/bhzJkzCA4ORkJCAoyMjNC4cWN4e3sLCWjZ2dl4//33ERsbW+FxafK3yMrKSmiVuHPnzgqPkYheH5FIBBNTcxgYFl0Jkt4sTZq3RejDe4iLLfy9IZXfmTNnkJaWBn19fRgZGaFFixY4f/58keP19PTUEs3z3yRUGaSnp+PcuXNo3749gNwqzcWdDwC199WV7XyIiIiIiIiIiKjiMQGLqIoZNmwY1q9fj2HDhsHZ2RkrVqwoMEalUmHZsmWYPn16kfO899578PPzg5OTE7y8vODl5aW2/e7du+jTp0+JraN++uknDB8+HEZGRpg9ezZmz56ttt3R0bFMyU3aOL+MjAx069YNu3fvhoeHB5o2bYq1a9cWGJeZmYk5c+ZgyZIlpY4vv2+++QapqalYsGABGjVqBH9/f3h6euLJkydlniswMFCjGF7VuXPnCmtTePLkSSFxr2PHjgXaNs6dO1etapqtrS0mT56MyZMnFznn2rVrMWfOnNcST34bN27EwoULhSS848ePq7XmLElkZCSmTJmCXbt2Yc6cOYWew+nTpzFo0KAynJG61atXIy0tDb///rvQLrC0LQO//PJLtGrVCh06dICLi4ta1bg8q1atwpYtW97YL4caNWqERo0aFbk9PT0dn376KQ4ePFhgW0W/tvP2nzVrFmQyGUaNGqVRJbWKYm1tjffffx/vv/9+kWOePXuG9957DwcOHHgtMWnyt2jUqFFCNa/C/kYQUdUkkUphrrSEVFp8tT56M+jpydGtz1DUf6sxop5FYsu63zROjqbiJScn49ixY+jTpw8AwNvbu9iEpcGDB8PExARAbru+/DdXVBZ79+4VErC8vb2xYMGCIsfa29uja9euavsSEVHl4OHhAT8/P7V1rz7OW9elS5ci57GwsMDUqVMxaNAgODo6AgDu37+PHTt2YOnSpUhNTS0xFjs7O0yePBndunWDs7MzTExMEBsbixs3bmDPnj1YvXo1MjIyynJ6RXJ3d8fEiRPRuXNn1KxZExKJBM+ePcOpU6ewZs2aIitfA8DXX3+NuXPnAij52u6JEyfQuXNnPHr0CE5OTgXW5+ncuTNycnIK7K/ptczynF9+np6e8Pb2RocOHVCjRg1kZ2cjMjIS/v7++OOPP3DlypUyx5afRCLBypUrMX78eADA7t27MXr0aKHyPZE2dWxgg0Oze6mte/UxAJy8/QS9fjxcYH0eCyM5Jnd3Rb/mDqhtmdul5MGzBOy5EIIV/95CakZ2ibHYmhvi/a4N0KWhLZysjWFsIENccgYCw15g/+XHWOd/DxlZqjKeYeGGtHbC2E510cTBAgp9KZ7GpcL/1hP8/u8tBIWXfGPoyvc7YEzHugCgcRtCQz0p1n/YGT2b1gIA/HH0Nj7beA6v/trr0tAWI9o5o03dGrAxM4BYJMLTuBScu/8ca/3u4cy94rspNHe2hHfnemhTxxr2FkbQl0kQl5KOF0npCH6agBNBkdh/+TEiXiRrdB5ERFR+TMCiCvU0MkzXIVQ7aWlpGD58OLp27Qpvb2+0b98eNjY2ah8OV65cWeKHw8ePH6N58+b47LPPMHDgQDg6OiIrKwsPHjwQLhyUppLSnTt34O7ujs8++wwdO3ZE7dq1YWBgUGyLrtdxfi9evEDnzp0xePBgjBo1Cq1atYKVlRUyMjLw+PFjHDt2DMuXLy93y6mFCxciNTUVS5YsQYMGDRAQEABPT0+EhVXP136fPn2Ei00NGjSAiYlJgRaPoaGhaN68Obp37462bdvC2dkZ1tbWMDc3R1paGh4/fowzZ85g7dq1hVYw03Y8hUlKSsLOnTvh4+MDAPjjjz/KfOxjx46hWbNmmDZtGnr27Ak7OztkZGQgMDAQGzZswF9//QWVqnwfIjdt2oRDhw5h4sSJ6NmzJxo0aABzc3NkZGQgLCwMly5dwj///IN9+/ap7ZeSkoIuXbpg8uTJGDVqFFxdXaGnp4fnz5/j/PnzWL16NY4cOfLGVb8CgM2bNyMiIgJdu3ZFy5YtYW9vjxo1asDIyAgJCQm4f/8+jh8/jj///BOPHj1S2/d1vrbv3r2LQ4cOoVevXhg3blylScAaN24cOnTogFatWqFu3bqwsLAQXpNRUVG4evUqDh06hM2bN1dYNb7CaPK3aOzYsQCAgwcP4u7du68rVCKqQPoGhjA1U0IkEuk6FKoELK1s0G/wGJhbWAEArGrYonO3/vjv0G4dR1Z9rVixQi0B69dff8WtW7cKjDMwMMC3334rPP7zzz+FKraVybp16/D111/DyMgIDRo0wHvvvYfVq1cXOnbBggXC55AzZ87g6tWrrzNUIiKqYC1atMDevXuFitd53N3d4e7ujmHDhsHT01OtEvOrpk6digULFkBfX19tfY0aNdCtWzd069YNn3zyCfr371+uz6hisRiLFy/Ghx9+WOAzsZOTE5ycnPDOO+9g69at8Pb2Rnp6usbH0gVtnZ++vr5wE/Cr6tevj/r162P8+PFYunQpPv3000KTx0qiUCiwfft29O7dGwDw66+/4uOPP9ZoLiC3unf+LgoPHjzQaB6i4rg7WWLrx56wVapXlG7qaIGmjhYY1MoJfeYfRnxK0cmiU7q74tvhzaGvp36d3trUAJ6mdvB0s8OUHq4YsfgY7j0p+vdmSWQSMdZ90Bn9WziorXeyNoaTtTFGtnPGB3+fLnTfvUM7wlCWG5+jg1LjGADA2kQfO6Z7obmzFVSqHHy94zIWH7ipNsbMUA9/T/ZA9yb2BfZ3rmEC5xomGNWhDtb63cO0dWeRmV3we4Wvhrjjs36NIRarX/OwMjGAlYkB6tuaoY97bVibGODbXeVLHiUiIs2JAGj2bo+qJDs7O4SHhwPIvUMzIiJCxxEREenG5cuX4e7ujqdPn6JWrVqlqoYQEhICR0fHEu+KJNKGDh064OTJkwCA1q1b48KFCzqOqPpo3rw5Ll26BCD3eT59uvCLMURUdZiYmsNQYaTrMKiSaNi4Bbr2GAip7GUltOSkRBzctxlhoQ95o1AF8vf3R6dOnQDkvnceMGAAbt58+eWDUqnEli1b0L17dwC51a9cXFwK/cLawcFBLSHe29tbaLtdWvkreGjyHv6bb77BV199BSD3Jgdvb2/s2LFD2C6VSvHdd99h1qxZwjoPD48Kq+jFazpERGVnaGgIJycnDBgwAN9//z0AwMfHBxcvXlQbl5ycrPZ3J+8a0N27d2FmZgY9PT0sX74cx48fR3x8POrWrYtZs2ahWbNmAHIrjU+YMKHQGL744gt89913AICHDx9ixYoVuH37Np48eQJra2v06dMHEydOhJ6eHsLDw9G8eXM8f/5co/Ndvnw5PvjgAwDA8+fP8fPPP+PkyZPIzs5G8+bNMWPGDKFS1d69ewut3q6NCliOjo5QKBQ4cuQI7OzscPHiReFGyPxCQkKEG7jyVysr6u++Ns4PAPbv34++ffsKMSxatAiXLl2CRCJBhw4dMGPGDFhZ5SbyL126FJ988kmZnidra2scOHAALVq0gEqlwqxZs/DTTz8V+TzSm6tVHSsc/6qv2jrPb31xITiqzHMZ6knhaGWEPu618fWw5gCASatO4srDaLVxyelZCI1OEh4H/TwUDlbGuPckHmaGepBJxfjzv9vwv/UE8SmZqGNjgul9G6GJgwUAYI3fXXz0d+E3n84c0ARfDnEHAIQ8T8SqY3dwNzIOT+NSYWWij55N7fFul/rQk0oQ8SIZHb/6B88TNKsIl79yVXhMMhYfuInLD6MgEYvRoUENTO3tBiO5DHci44TY8ypc3ZvUF8by3M+Lklr6MLTWV9te1HFe3V7HxgS7P+0G5xomSM/MxqS/TmHHWfVOG4Z6Uhz7qg8a1c5N9Dp0LQx7LjzC46hEJGdkoV5NU7zXpT7a1bcBAKz1u4cPX0kc82pkh70zugvnuvr4HVwOiUZ0Yhr0JGLUtjSCu7Mlejethb0XQ5mARUSkQ6yARUREb5zmzZvD3T33g+Dff//NVjRUKZ06dQoHDhxAnz598O2336Jnz566DqnayLvw7evry+QroipOIpHAzNwSMj09XYdClYBUKoNnj4Fwa9JCbX3444c4sGczkpMTdRTZm2PUqFG4cOECbG1t4eTkhGvXrsHf3x8PHjyAlZUVvLy8oFDk3k2fmZmJ4cOHF1stpCwOHDgAW1tbtXU2NjbCcosWLQqtTNW7d+8i28h/9913aN++Pbp27QpDQ0Ns374dN27cwJUrV6Cvr49OnTqpHfOrr76qlO0UiYjeZCkpKQgKCkKLFi/fH4SEhCAoKKhU+9evXx8RERFo164dHj58+aX61atX4evri6tXr6JevXoYO3YsZs6cidhY9XZXbdu2FZJ08qopvVr58ciRI9i6dSv+++8/2NvbY968eUUmcxWnU6dOQnJSSEgIOnTogMjISGH7hQsXsGnTJpw4cQLu7u4YOHAgRo0ahc2bN5f5WCXJS2bLzMwEkJvgVtrnvCjaOr933nlHSL66dOkSPD09kZj48n3i2bNnsXnzZpw6dQqOjo74+OOPsWPHjlJfP6hXrx4OHToEZ2dnpKenw9vbG1u3bi3XuROVRkpGFm5FxKGZk6WwLjQqCbci4kq1f72apoh8kYyu3x1AyPOX/yeuh8bg0NUwnJ7XH3VtTDGqfR18te0SYpPVq2C1rmON2YOaAgBWHLmFz7dcQLZKvQbIfzcjsPNcCPbP7AE7pQJfDnUvMpmrOJ3eshGSou5ExKH79wfxIullxbvzwc+x81wIjn3VR0i+0rZWdaywY5oXLIz1EZ+SgVFLj8P/dsHPFT+OaolGtZVISsvE8MX/IeD2U7XtV0NisO3MQywc3RpTerjCu3M9bAi4j/PBLxNxh7d1BgAkp2eiy7e+eBKr3nng0sNo7L7wCF9svQSlkbwCzpaIiEpLsx5hREREVdicOXMA5F4EWrlypY6jISra9OnTkZ6ejh49eqBjx466DqdaaN++PXr16oX09HRMnz5d1+EQUTnI9Q1gaWXD5CsCAJgrLfG29wcFkq/Onz6OHZtWMfnqNYmIiICnp6eQ6CQWi9GlSxeMHz8eAwYMEJKvnj9/joEDB+L48eNaO7arqyuaNm2q9pM/AcvIyKjA9qZNm0KvmN8hWVlZGDx4MLZt2yasa9y4Mby9vTFy5Egh+SojIwOzZ88WkryJiKh6mTp1qlryVZ6UlBQsW7YMACCXy9GuXbsCY+bMmQOJRIKbN29i+vTpRbbdPXPmDFasWAEgN0FILi/7F+jTpk0TlidMmKCWnJQnISEB77zzDlSq3PZWn376aZmPoyvaOr+8awHZ2dkYM2aMWvJVnoiICEyePLnAPiVp27YtTp8+DWdnZ8TFxaFnz55MvqIqZcbG82rJV3lSMrKw8t/bAAC5TILWda0L7tu/MSRiMYLCYjFrc8Hkqzzn7j/HqmN3AABvt3OBXCYpc5yTu7kKyx+tOa2WfJUnNDoJs7dcLLBeG/q614bvzJ6wMNZHxItkdP/+YKHJVzXNDfFOp9xEsQX7rhdIvspvztaLeBqXm1j1rmd9tW01TA0AAMFPEwokX72qsOeCiIheHyZgERFRtWdubg4XFxe4u7vjl19+EcqPr127FmFhbEFDlde9e/cwZswYzJ07FxYWFXO31pvGwsICc+fOxZgxY3D//n1dh0NEGjI2MYO50hIiMT/SElDvrcYY7TMVVtY1hXVpqSnYs20NTvsfQU6OSofRvXnu3r2L1q1bY+zYsTh06BAeP36M9PR0PHv2DGfPnsWMGTPg6uqKgwcP6jrUUklISMDIkSPh5eWFDRs2IDg4GMnJyYiLi8PNmzexaNEiNGnSBD/++KOuQyUiogoQHx+PvXv3Frn9/PnzwrKLi4vaNoVCIbTd3b59u5AUVJQTJ04AAPT19dUqdpWGWCxG165dAQDBwcH477//ihx769Yt+Pv7AwDc3d1haWlZ5NjKQlvnZ2VlhaZNmwLIbU989+7dIuc5fPiwkHjXtWtXiESiYmMcOHAgjh07BktLS4SHh6Njx45CS0WiqiA+JQP7Lz8ucvvFBy/bIjpbm6htU8il6OpmBwDYfSEEqpzCk6/yBPwvWUlfTwp3p7Jd8xSLROjcMPdGiHuRcTh7r+iWrXsuPEJccsGEpDZr/4Xbnwfg9ucBHAguW1vvCV0bYNPULjCUS3ErPBae3x5AUFhsoWN7N60FPWlugtn2swUTefPLzFbh3P/Opc0rCW4RsckAgAa2ZgW2ERFR5cIWhEREVO1NnTpVKPeeJywsDJ9//rluAiIqg507d2Lnzp26DqPa+Oeff/DPP//oOgwi0pBYLIGZ0gJ6eiypT7k6dO6JVu26qK17EvEYvns2ITEhTjdBETIzM7FhwwZs2LBB4zlCQ0NL/KIzPycnJ42PVRrHjh3DsWPHKvQYRERU+dy7d6/YxKmYmBhh2cREPSHB3d0dMpkMQG5b27JUSqxZs2bJg/JxcnKCsbExgNwWeiU5c+YMunTJfQ/VuHFjrValrAjaOr/GjRurjSnJ2bNn4ezsDFNTUzg5ORVaCQ0APvjgA0yfPl2odtarVy9ERJQtqaMkVlZWmDJlivB4xYoViIqKKmYPorIJfhpfbOLUi6Q0YdnYQKa2ramjBWTS3Bukvhziji+HuJf6uDamhmWK08naWDj+xYfRxY7NzFbhRugLdHJV/536Iu1l+8T07NLfsPPt8BaY3rcRAODk7ScYufQ44lMyihzf3OVlAujdJcNLfRwbMwO1x+v87mN0hzqQyyQ4MqcXTgQ9wZFrYTgfHIXAsBfIyOJNR0RElQUTsIiI6I2RnZ2N8PBwHD16FHPnzlW7SEZERC8Z6UnRyMoUja3N0aSGGRpbm8PJTAHx/74Ib/n3EYQnFl/yPP9coxs6oruzDeorTWAslyEuLQPBsYnwvR+JzUGPSn2xq0VNJUa7OaKVrQVqGOoDAJ4mp+F0eBQ23gzBzaj4Yvd/8vGgUh0nv223QvHJ0Stl3o+0T09PDjOlJcSsekX5PHuq/sXW1Yun4X/sAFSqwtv7EBEREZVFcnJysdvzJ2dJJOpttKytNa9SYmhYtoSE/FWznz4tusVVnidPXrbKqgoVt7V1fuWdp6gErBkzZgAA0tPT0a9fP60nXwG5CVj5bzDdsWMHE7BIq1LSs4rdnr+joESsfqOElYm+xsc1kJftq2ql0csbsp7Hp5Y4/lkpxpRWXvJVdEIahi3+D0lpxT9nViYGxW4vikKunuB2Pvg5xq8MwKKxbWBhpA+vRnbwapRbcSwtIwvng6Ow63wINp8KRlomPwsTEekSE7CIiKja++abb/DNN9+Ue56KvqueiKiy2D2kIxpZm5V7nrZ2lljZqyWsFeoX4qwV+rBW6KOdvRV8mjjjXd9zCI5NKnIeuUSMBZ5NMcLVocA2Fz0juJgbYVRDB/x68R4Wnrtd7rjzu/8iUavzkWaMjE1gZGyq6zCoErp/5yauXjyNho1b4N+DO3Hv9g1dh0REREQEAJBKX379Mm/ePGzdurXU+4aHh1dESFRBtm7dipEjR0Iul2Pnzp3o3r07YmMLb0lGVB1J890otXDfdew8V3y7vfwiYkt3g19lsPPcQwxt4wxLE32s+6ALRi07jvRiEp6k+RLVOn29H2kZxSdsFWfHuRAcuhaGAS0c0bWRLdrUrYHalkbQ15PCw7UmPFxr4rN+jTFq2XFce8Qbz4mIdIUJWEREREREpCZ/x6f49AwEPo9HHaUxaihKf0djY2szbBrQFgay3I8cu+48xp674XiWnAZLAzl6utTEaDdH1FUaY+ug9ui91Q/PU9ILnWtp9+YYUM8eABCRmIKVV4Jx+ckLqJCDRlZmmNCsDuoqjTGtdQNkZKuw5OLdQufpvPG/EuOWSyTYO7QjDGRSZGarsP3241KfM2mfWCyGqbkF5HLN76al6s//2AFcuXgK8XEvdB0KERERkSB/daLs7GwEBQVV2LHyV3m3sbEpcXz+Ma9WiM/OfplMUFL1WYVCUdoQy0Vb56fN5ym/WbNmITg4GF988QVatGiBEydOoFu3bqxQRW+M6MSX7QmzVSrcioirsGO9SHp57cjatOQKUzVKMaa03v09AOlZKozuUAc9mthj13QvDF98DClFJFblf15iEtMQGl30zYelkZSWhU2ngrHpVDAAwNbcEJ5uthjrUQ/t6uUmZG37pCuazNjFSlhERDrC3g1ERERERKRma1AoJh+6iHbr/kWDlQcwdPcpPIgtWyWoBZ5NheSrz09cw4dHLuPYo2cIjIqH3+PnmHXiOiYcvABVTg7sjA3xZQe3QufxcrIRkq/uv0hEt80n8Ne1B7j6LBbXn8VhY+Aj9NhyAhcicy+GT2/dAHXMjQqd625MYok/jqYKIe5jj54hqoikMKp4MpkeLK1smHxFAACFwhhDR72P2o51CmxTqbKZfEVERETFysnJKXmQll29elVIZurUqVOFHiskJAQJCQkAgHbt2pU4Pv+Y69evq21LTHz52U+pVBY5h1gsRr169Yo9jraed22d340bNwodU9I88fHxCAkJKXbsl19+iS+++AIA0KRJE/j5+ZUqyYtI217/bzvgemgMsv/XkrV9/Yp93Yc8T0RiaiYAoKWzZbFjpRIRGjsU/XusrFQ5OZj450n8fTz3xr/ODW2xd0Y3GOkXXu/kar5KVO0baP95iYxNwcaTweg+7yAOXQsDANgpFWjfoIbWj0VERKXDBKxXjBs3Djk5OWX6WbVqVZHzOTg4lHm++/fvv8YzJiIiIiJSt/r6Q+y9F46QuGSN9m9oaYqmNcwBAJefvMDaG4VfqD704AkOBkcCAAY3qIXaJoYFxoxu+LLt4NcBNxCbllFgTGpWNmYevwYAkEnE+KhFfY3iBoC38x1vS9Ajjeeh8lEYGcPCqgbEEomuQ6FKoJaDC8aM/xi1Heug94C3YWRkouuQiIiIqIpJTU0VluVy+Ws5ZmxsLPz8/AAAHh4eaNGiRYUdS6VS4b//civ+uri4oFu3bkWObdCgATw8PAAAly5dKlDZ6eHDl63DWrZsWeQ8AwcOhKlp8W3C85738j7n2jq/qKgoXLlyBQDQuXNn1K9f9GfH7t27w9nZGQBw9OjRUiWTff/995g+fToAwNXVFQEBAbC3ty9xPyJtyt/mTk/2er4Gjk3OwMnbTwEAHRrYwN2p+MSo8lDl5MAvKPdaUj1bM7StZ13k2MGtnGCmKPj756MW9fBp6wb4tHUDvGVR9s+XU9eewYojtwAA7erb4J//6wFTQ70C4w5cfoys7NzEtA96uEKSryWhth2/GSEsWxrzRjYiIl1hAhYREREREWlV85rmwvJ/IU+LHfvfo9ztYpEI/esVvDDtbpN7p2JqVjZOhhXdvuFOTALCE1IAAD1cbKAnKftHHTtjA3SslXvh7llyGo49elbmOah8RCIRzMwtYWxiputQqFIQoXV7Twx5ezwUCmMAgKHCCO0799RxXERERFTVREZGCsvFJd1o29y5c6FSqSAWi7Fjx44Sj21vb493331Xo2MtXrxYWF65ciVq1qxZYIyRkRHWr18Pyf9udPjll18KjDl16hTS03MrAU+dOhUGBgXbdzk7O+PXX38tMaa8571OnToQicqXeKCt88ubRyKRYMOGDTAyKlhBuWbNmli5cmWhxy5NnFOmTIFKpULdunUREBAAR0fHUu9PVF5P4lKE5Xo2xSdJatMPe65BpcqBWCzChg87o17N4o9tp1RgbKe6Gh1r5dHbwvKvPu1hriiY/ORgaYQf3i48ifSjFvXwWZu38Fmbt/CWpWbP0f9tOo+ffXOr6rWqY40Ds3pCaaSe7BUanYQNJ3OLbjRxsMDv4ztAVsL1qi4NbdGmrnpS2bC2zkVW2QIAkQjo2shOeBzyvGxV7ImISHuK/m1NuH37No4dO1biuDNnzpRqvoSEBKxfv77EcewLTkRERERVmZn+ywtfz1PSih0blfyyxV8He0ssv3Sv0LliUzOQpSr+juPnKWmwNzGEqVwPja3NcOlJ2VqSDX+rtnA34o7bj5GtgzYlbzKpTAZzpZXwZQm92fQNDNG7/0g4uqh/SXn31nWc+HefjqIiIiKiqurKlStITEyEsbExZs6ciejoaAQGBiIjI7fCbkpKCsLCwrR+3FOnTmH27NmYP38+HB0dcfXqVWzYsAGHDx/G48ePAQCWlpZo0qQJunfvDg8PD5w7dw5///23Rsf67bff8MEHH8DZ2RnXrl3DTz/9hNOnTyMrKwvNmzfHjBkzhKpOe/fuxZYtWwrMExsbiw0bNmD8+PF46623cPLkSSxYsAD379+HqakpPD098dFHHyEjIwN3794tNqksICAAXl5esLKywp9//om1a9ciJiZGqCb1+PFjtepkr+P8Nm7ciBEjRqBv375o2bIlrl+/jkWLFuHSpUuQSCRo3749ZsyYgRo1clt4LV26tNTfAeX5/fffkZaWhlWrVsHJyQkBAQHo2rUru5/Qa3HtUQwSUzNhbCDDtD6NEJ2UjlvhscjMyq3ElJKRhfAYzSqeF+fMvWeYu/Myvh3eAg5Wxjj9XX9sPf0AR29GICwmCQBgYaSPRrWV6Opmiw4NbHDhQRTWB5T9/4X/7SfYdCoYozvUQQM7M5yZNwBLDgTi0sMoSMQidGhgg497u0GhJ8X10Bg0cbDQ9ukCAL7efhnpmdmYPagZmjpa4NDnvdBvwWE8T3h5LWzmxgto6mCBZk6WGNWhDtrUtcY6/3u49CAaL5LTYagnhb2FAs2dLdHXvTaca5jgg9WncO7+c2GOuUPdscy7HY7eCMepO09xNzIesSnpUMilcLY2wZiOddDxrdyk1EsPonAhmN8zExHpChOwinH+/Hl89NFHWpvvxYsXWp2PiIiIiKgySs5X7t5ELit2bP7t9Qsp+56cmQU9iR5M5CV/dMk/VwMLkzInYI1wfdl+cGtQaJn2pfIxMFTA1Eyp6zCokqhpVxt9B41Wq4SWnZ0F//98ce3yWd0FRkRERFVWamoqFi5ciO+++w52dnbYvHmz2nY/Pz906dKlQo69YMECPHv2DEuXLoWJiQkmTJiACRMmFDk+Pj5e42NNnToVKpUKH330EaytrfHTTz8VOm7btm0YN25ckfN89tlncHd3h7u7O5o3b47t27erbX/y5An69++Pn376qdgErJUrV2LSpEmwtbXF+PHjMX78eLXtnTt3hr+//2s/v2HDhmH9+vUYNmwYnJ2dsWLFigJjVCoVli1bJrQULKs1a9YgLS0N69evR61ateDv7w8vLy/cunVLo/mISis1IxtLDt7El0PcYatUYM1kD7XtJ28/Qa8fD1fIsX/xvYnn8alYOKY1TAz04NOlPny6FP07IiElQ+NjffT3aZjoy9CvhQNqWRjh57Ft1LanZWRhyurT8HSzrbAELCC38ldqRja+G9ECDWuZ4/DsXug9/zCexuUml6ZkZKHXj4ewzKcdhrd1gXMNE3wzvOiWtCpVDhJTMwusNzaQYXBrJwxu7VTkvpcfRmHk0pILixARUcVhAhYREREREWnVvRcvS523t7fCyivBRY5tb28pLNsYGUAqFqlVurr/IhGtbC1gpCdDkxpmuP4srtB5bBT6cDZ72TrC3tiwTDF3qGUFB1MFAOB8RDQexCWVaX/SjEgkgompOQwMFboOhSoJ95Yd0NGzt1oltPi4FziwZxOePgnXYWRERERU1c2bNw93796Fj48PmjRpAgsLC8jl8pJ31IK1a9diz549eO+999CjRw+4ublBqcy9AeHFixcIDg7GuXPncOjQoTIlJL1KpVJh6tSpWLduHSZOnAgPDw/Y2tpCIpHg6dOnOH36NP7++2+cOHGi2Hni4+PRoUMHTJ06FcOHD0e9evUgEokQGhqKvXv3YvHixYiOji4xnqioKLRo0QIzZsxA165d4eTkBIVCAbG47C3jtXl+aWlpGD58OLp27Qpvb2+0b98eNjY2yM7ORmRkJPz9/bFy5UpcuXJFozjzbNmyBenp6diyZQtq1qwJPz8/dOvWDdevXy/XvEQlWbDvOu4/iceYjnXRqLYSSiM55LLXU21648lg7L/8GGM71YVXIzu42psLLQJjkzPw8FkCLjyIwtEb4Th556nGx8nIUuHtZccxpLUTxnnURRNHCyj0pHganwr/W0+w4sgtBIXHwtPNtsC+c/xvQPa/CuhjezVAB+uCY8pi8YGbSMvIwoLRrVHP1gxH5vRGn/mHhUpjSWlZePf3ACw5GIgxHeqifYMasLdQwNRAD2mZ2XgSl4I7EXE4decpfC8/Rmi0+jWpnj8cQvfG9mhXvwbq1TSFtakBLI31ka3KwfOEVFwLicGei4+w+0IIWMydiEi3RAD4qzifcePGYe3atQByPxT5+PiUaz4HBwc8evQIAPDo0SM4ORWdmfw62NnZITw896K1vb09IiIidBoPEREREVUNu4Z0QDt7KwBAy7+PIDwxpcixehIxLr/bE5aGcqhycjByz2mcDCtY/tzV0gS+IzrDQPryIuBbK30Rl/7yTr+JzepgbqdGAIBTYVEYued0oa0Bf+vRAoMb1BIe/3XtAb70v1Hq88u//8f/Xsb2249LvS9pRiKVwlxpCam0+Cpp9GaQy/XRve8w1K3vprb+4f3bOLx/G9LSSteapjSeRmq/vRDR68BrOkRERG8uV1dXBAUFCY8bNmzIalrVQKs6Vjj+VV+1dZ7f+rKFHBERURWl2W0GRERERERERcjIVmHh2dwLwWKRCOv6tcGU5nVhZ2wAiUgEa0M5xjZyws4hHSGXiJGRrRL2NXjljsz1N0Pw6H/VqDrUssKOwR3Qzt4SBlIJ5BIx3G3MsbZfGwxuUAvpWdkv55GW/s5OEz0ZetXJvdsxMT0T++/zC+2Kpm9gCEsrGyZfkaDPoNFqyVcqVTZOHj+IvTvWaTX5ioiIiIiIiIiIiKgisAUhERERERFp3YbAR6hlqsBHLerBQCbFlx3c8GUH9co2qpwcfHsyEB+2qAdLw9zWH0kZWWpjUrOy8c4/Z7FpQDvUNlWgrb0ldtl3LHC8B7FJ2HsvDJ+2fgsAkJyZVWBMUQY1sBcStvbdC0dqvkQu0j4TU3MYKoxKHkhvlJMnDsG+thOkUhmSEhNwYO9mRISF6DosIiIiIqJKIT09Xa0CVnp6ug6jISIiIqLCMAGrGGZmZhg6dCgaNmwIU1NTJCQkIDIyEmfPnsXNmzfLPJ9UKoWXlxdatGgBS0tLpKWlITo6GpcuXcKFCxeQkZFRAWdBRERERKQbP5wOgn/oM0xuXhft7CxhIMv9+JGtysG5iGgsvnAHp8OjMaudKwAgS6VCYkbBxKng2CR023wCE9xdMKR+LTiavUzeiUpJw/Zbj/HLhTt4t4mLsD4urfTvrd92dRCWNweFlvk8qXQkEgnMlVaQylj1igqKehaJE//+g/quTXBw3xakJCfpOiQiIiIiokrjwYMHcHNzK3kgEREREekME7CKMXDgQAwcOLDQbffu3cOCBQvw999/l3o+e3t7HD16tNBtL168wIoVKzB//nwkJydrEi4AwM7OrtjtNWvW1HhuIiIiIqKyOh0ejdPh0ZCKRbA21IeeRIxnyWlClSk7YwPo/6/61N2YxCLnScjIxKJzd7Do3B2YymVQGughOSMLz1Ne3vXrnC8x605MQqnie8vSBE1qmOfuE52Aq89iy3yOVDK5vgHMzJQQicW6DoUqASNjUyQlxhdYf/PaBQRev4icnBwdREVERERERERERESkOSZgaahevXpYvXo1Bg4ciJEjRyIlJaVc8ymVSnzxxRcYOnQo+vfvj/v372s0T3h4eLniICIiIiKqCFmqHEQmpRZY3/R/yU8AcPnpi1LNFZ+eifj0zALrm+Wf60np5hqVr/rV1lusflURjE3MoDAy1nUYVEk0cG0Kr96DccrvMK5dOlNgO5OviIiIiIiIqCI1tDSFWJS7rMoBgqIL3iBERESkCd5+XIjQ0FAsWrQIvXr1gr29PeRyOQwNDVGvXj1MnjwZt2/fFsb269cPmzdvhkgkKnK+hIQErFmzBiNGjEC9evWgUCigp6cHe3t7DB06VK0qVoMGDXD48GFYWlpW6DkSEREREVUGA+vZC8t774ZpPE99C2M0sDQBAJwOi1KrjFUUmViEwQ1qAQAyslXYeeexxsengsRiCSwsazD5igAAEokUXXsOQu+Bb0NPTw6Prn1gY1tL12ERERERERHRG2bP0I74d5Qn/h3liT1DO+o6HCIiqkaYgPWKvXv3wsnJCTNmzMDhw4cRERGBjIwMpKam4v79+1i5ciWaNGmi1npwwIABGDVqVKHzPXnyBLa2tnj33Xexfft23L9/HykpKcjMzERERAR27dqF7t27Y8KECVCpVAAAZ2dn/PjjjxrFb29vX+xPy5YtNZqXiCi/cePGIScnBzk5OfDw8NB1OCVas2aNEC8REVUeTWuYo3cdWwDAzedxOBsRo/Fcc9q7Cct/XXtQqn16uthCaSAHAPz78AliUjM0Pj6pk8v1YWltA5menq5DoUrA1EyJkWMno4l7G2GdRCJFLQcXHUZFREREREREREREpD1MwHpFfHx8iV/QZ2ZmYvz48QgICBDWzZw5s9CxGRkZSE5OLvG4q1atUku68vb2hrW1dSmjfikiIqLYnydPnpR5TiIiIiKisjKQSmAmlxW5vZ7SGH/3bQ2xSITMbBVmHLta5FgbhX6R28Qi4KsObujmZAMAOBQcicMPS/ee9+187Qe3BLH9oLYYGZvA3MIKYjE/bhLgUs8Vo9+diho1X1a7S09Lwz+71uPiWT/dBUZEREREVIW4uLggMDBQ+HFx4c0MRERERJWNVNcBVFU5OTn45ptvcOzYMQBAo0aNYGdnh4iICI3n/PHHHzFt2jQYGhpCKpWiW7du2LRpk7ZCJqqSQkJC4OjoCD8/P3Tp0kXX4VRrecmna9euhY+Pj46jISIiXXI0VaCVrYXaOmvDl0lQfeva4kW+alHJmVk4EBypNr6GQh/HRnvi8MMnCHj8HMEvkpCRnY2aRgbwdKyBEa4O0JdKoMrJwecnruP687gi4/miQ0O4WprCNzgS157G4nlKGhQyKVwtTTHKzQFuVmYAcqtofVpMIld+tkYG6FQ794aHiMQUnAh9Vqr9qGhisRhm5pbQk8t1HQpVAmKxGB269EKL1p3U1j9/GgHfPZsQF6t5xTsiIiIiojeNXC5Hw4YN1R4TkWaOhz6DvlQCAEjLytZxNEREVJ0wAascAgICkJGRAb3/tdV46623ypWAlZycjPPnzwtJJm+99ZZW4iQiIiIiKotWthZY2r15kdu/7thI7XFYQnKBBCwAMJRJMbh+LQyuX6vQeZ4np2G23/VC933VW5ameMvStMjtvvcj8Nmxq4hPzyxxLgAY4VobErEIALD91mOwSW35yPTkMDe3gFgi0XUoVAkYGZuiz8BRsKvlqLb+xtXz8Dv6D7KysnQTGBERERFROb333nsYO3Ys3NzcYGpqCsn/PgOJRCIdR0ZUfYzzqItR7evgLXtzmBrKIPlfhW2jsWu0Mv+kQxe1Mg8REdGrmIBVDllZWYiOjoatrS0AwNLSstxz5m8RqI35iIiIiIh04WlSKmYcu4q29pZoZGUGS0M5DKUSvEjLQHBsIv59+BTbboUiMaPkRIw/rz5ARGIqWttawN7EEBYGcmRkq/AsOQ1nwqOw+244LkSWrZrO8LdqAwBUOTnYeovtB8tDYWQMYxMzXYdBlYSDU130GjAShoZGwrrMjAz8d2g3bgeVrkIdEREREb15HBwccPPmTRgbGwMAHj16BCcnpxL3s7KywuTJk9GzZ0/Uq1cPxsbGiIqKwo0bN7B161Zs2LBBqPxfXmvWrIG3t7dW5iKqSEE/D4WDlXGpxv7fpvNYceRWodv0pGJ4uNaEh2tNtHC2Ql0bE5gbyZGeqcLT+BRcehCFrWce4NjNkm+sK62V73fAmI51tTYfERHR68QErHJSKBTCcnJycqWbj4iIiIiorLbffozttx+Xa460bBU2Bj7CxsBH5Y7nxvM43CimRaEm2q47qtX5KpJEJIKzuRGMZFIkZWbhYWwSsrX0BUJ5iEQimJlbQK5voOtQqBJp3rqTWvJVTPQz+O7ehJhotvkkIiIioqKtXr1aSL4qraFDh2L16tUwMTFRW29nZwc7Ozv06tULkydPxsCBA/HsWfnej7Zs2VJIvrp48SK+++47hIaGIjv7ZfuycePGYe3atQCAzp07w9/fv1zHJNKlhrXM8e+c3jA11CuwTU8qgbGBKeramOLt9nXw380IvPe7P2KS0st1zObOlkLy1eWHUViw7zoeRydBpXp5DWR0hzr4Y0JHAECvHw7h5J2n5TomERGRNjEBqxycnJxgavqyDUpkZPkzvJs1a6bV+aj6srGxwcSJE+Hl5YW6devC3NwcGRkZePToES5evIh//vkHvr6+au09CvsAOGzYMIwdOxZNmzZFjRo1kJycDHNzc7VjSaVSjBkzBoMGDYK7uzssLS2Rnp6O0NBQHDt2DMuWLcOjR4+KjXfw4MEYNWoUmjdvjho1akAkEiEmJgYxMTG4evUqjh49in379iEpKQkAcOLECXTu3FnYv3PnzoXeqVQdPsh6enrC29sbHTp0QI0aNZCdnY3IyEj4+/vjjz/+wJUrV4rcN/9dVyWVuQ4JCYGjoyP8/PyEVqf51+fx9vYu9E4uR0dHhIaWvUJIec4vv8GDB+Ptt99G69atYWVlhfT0dISFheHYsWNYvnw5goODyxxbfoaGhti+fTv69OkDAFi+fDmmTp2qtTvkiIiIykIsAnq52OIdNye0tFXCUPbyo1tKZhYuRr7AhsAQHHoQCZUO/lRJZTKYK62EdhtEeQ7v34Yx734MI2MT3A68iv8O7UZmZoauwyIiIiKiSmzSpEno2rUrnj59Chsbm1Lt06dPH2zduhUSiQSZmZn4888/sXfvXkRHR8Pe3h6jRo3C22+/jTZt2uDw4cNo3749UlJSNI6xZ8+ewvK7776LwMBAjeciel0uP4zC5FWnih3zND610PUmBjIh+Srw8QscuhaGC8FReBqfAplEjBYuVviguyscrIzh1cgO+/6vBzy/9UVGlkrjeLs1shOWp/x1GkHhsRrPRUREpAtMwCqHd999V1iOi4vDtWvXyjVf165dUbt2beGxn59fueaj6uuTTz7Bjz/+CH19fbX1enp6cHNzg5ubG3x8fIpNTtLT08PevXsxYMCAYo/l5uaGXbt2oV69emrr9fX10bhxYzRu3BgffPABpk6dij/++KPA/gYGBtizZw969OhRYFvenUiNGzfGuHHj4OXlhWPHjpV0+tWGvr4+1q9fj2HDhhXYVr9+fdSvXx/jx4/H0qVL8emnn1a5RCBtnZ9SqcTu3bvh4eFRYH5TU1O4ublhypQpmD17NhYtWqRRrNbW1vD19UXLli2hUqnw+eefY+HChRrNRUREVF71lMZY2q05mtqYF7rdUCaFh4M1PBysce1pLD4+ehn3XiS+tvgMFUYwMS08NqKU5CQc2LsZFpbWuHH1vK7DISIiIqJKrnbt2sJ1uI8++gg7duwocR+5XI7ff/8dEokE2dnZGDx4MHx9fYXt165dg6+vL86dO4elS5eiadOmmDVrFr766iuN47Sze5kYcvfuXY3nIXqdUtKzcCsiTqN9VSpg/6VQLNx/HVdDYgpsvxAchQ3+9/HPzB5o6WKFpo4WmNLdFUsOap6caGv+skvQvSfxGs9DRESkK0zAykehUJS67V/btm3x6aefCo+3bt2qVmoWAGQyGQAgMzOzxPksLS2xcuVK4fGtW7dKXRWG3izz5s3DnDlzAACpqan4+++/cfjwYUREREBPTw/16tVDly5dMGjQoGLnWbBgAZo1a4bjx4/jr7/+wr1792BoaIjWrVsLY9566y2cPn0aJiYmSE1NxZo1a+Dv749Hjx5BIpGgVatWmDp1KpydnbFy5UokJSVh06ZNasf56quvhOSrCxcuYPXq1bh79y7i4uJgZGSEOnXqoGPHjujXr5/afj4+PlAoFDhy5Ajs7Oxw8eJF+Pj4FDiPkJAQjZ7HymDHjh3o27cvgNzzWLRoES5dugSJRIIOHTpgxowZsLKywrRp0yAWi/HJJ59USBzdu3eHnp6ecNfW3r178cUXXxQYFxERUaZ5tXF+enp6OHr0KNzd3QEA169fx5IlSxAYGAgDAwN069YN06ZNg5GREX766SdkZWVhyZIlZYqzbt26OHToEFxcXJCeng4fHx9s2bKlTHMQERFpS6daVljTr41axaviNLUxx6GRneGz/xwCwqIqNDaRSARTMyX0DQwr9DhUdbg1aYnbgVeRnZ2ltj4iLAQRYVX3fToRERERvT55rQf37NmDnTt3lmqfnj17olatWgByr0HmT77Kb9myZXjnnXfQokULTJ8+HfPnz9e4CpZcLheWS/OdD1FVdz74Od5edrzYMYlpmfjo79M49/1AAMDQNs7lSsDSk4mF5cxszStpERER6QoTsPIZOnQopkyZguXLl2Pfvn1ISEgoMEYul2PChAmYP38+DAwMAACxsbH45ptvCoy1tbXFyZMn8euvv2Lbtm14/Phxocft3bs3fvvtN6EFmEqlwmeffVblqt0URmFkAiOj0vdtz8rKQkx0wV7sFpY1IJWW/uWalJSI5CT1fz+pVAYLS+tSzwEAMdHPkZWl/mGqqHMq7Jja1rlzZyH5KiwsDN27d8edO3fUxpw/fx4bNmzA1KlTi33OmjVrhqVLlxZIejl58iSA3C/Ytm/fDhMTE9y5cwfdunVDeHi42tizZ8/ir7/+wr///ot27dph6dKlam0EAWDUqFEAgIsXL6J9+/ZqLREB4PTp01i3bh1kMpnah9i8loZ5H2aTk5MRFBRU0lNUKvnb9pXH2rVrC00KK4133nlHSE66dOkSPD09kZj4snLF2bNnsXnzZpw6dQqOjo74+OOPsWPHDpw+fbrccb/q/v37ao/j4uLK/Vxr6/xmzpwpJF/5+vpi0KBBaq+hkydPYvv27QgICIC5uTnmz5+PvXv3ltgSM0+bNm2wf/9+WFpaIj4+HoMGDcKJEyfKde5ERESaqqc0LlPyVR5DmRRr+rVBr61+FVYJSyqVwVxpCUkZ3pNT9SXXN0DPvsPhUs8VNra18N+h3boOiYiIiIiqoAkTJsDLywuxsbGYMmVKqfdr06aNsFxU8lWeAwcOoEWLFlAoFOjXrx+2bdtW6uM4ODgUep3x1e9uvL29sXbtWrV1hXU48fPzQ5cuXUp9fKKqIDAsFjGJabAw1kcdG5My71/b0gi3finYRSNpvfp3LxP/PIk/JnRUW3dodq8C+528/QS9fjxc7DFPvuMlXHtJycxCxw3/lTVsIiKiQvHq+StatWqF9evXIzMzE3fu3MGdO3cQGxsLiUQCOzs7tG3bFqampsL4lJQUDBgwAE+fPi10vlq1amHhwoVYuHAhQkJCcPPmTURHRyMzMxNWVlZo3bq1WulaAPi///s/HDp0qELP83Vp16kbuvUeUurxT5+E45fv/6/A+nETP4VNTftSz3P04C4cPbhLbZ2FpTU+/eKnUs8BAD/Pm4FnT9Wr/hR1ToUdU9u+/PJLYXn06NEFkq/yy58EVZiHDx/is88+K3L7kCFD4ObmBgAYN25cgeSrPMnJyZg4cSJu3rwJCwsLDB06VO3Dpo2NDQDg1KlTBZKv8svMzHyj7hyaPn06ACA7OxtjxoxRS07KExERgcmTJwu/D6ZPn14hCVgVQRvnJ5VK8eGHHwIA4uPj4e3tXehrKDAwELNnz8bvv/8OuVyOjz76SK1CYVEGDBiAzZs3w9DQEOHh4ejduzdu3ryp0fkSERGVl1gELO3WvMzJV3kMZVIs6eaOvtv9odLyfRwGBgqYmJlDJBJpd2KqkmrY2KHv4DEwNVMCABo3a42IxyG4HXRVx5ERERERUVVSq1Yt/PRT7vX6GTNmFPkdS2GUSqWwXNJ++bd7enqWKQGLqDoQiQAbM0Mo5FLEJacjOjFd68eQSXMrV2Vr+4JEBamh0IexPLeLUWL6m/O9FBERVTwmYBVBJpOhUaNGaNSoUZFjzp8/D29v72KTYPJzcnKCk5NTkdvDw8MxZcoU7N+/v8zxUvVnamoKDw8PAMC5c+eESlWa2rJlS7EJUUOG5CaZPXjwABcuXCh2rsDAQERHR8PS0hLt27dXS8AKDw+Hs7Mz+vfvj/nz5+P58+flilsb5syZg0WLFpV7ntjYWI32s7KyQtOmTQHk3vV09+7dIscePnwYDx8+hLOzM7p27QqRSFTpq+Np6/yaNWsGa+vcqnU7d+5ETEzBPvN51q1bh0WLFkGhUKB79+4lxjhlyhQsW7YMEokEgYGB6NWrV5FJhkRERK9DLxdbNLUxL9cczWyU6Olsi4MPIrUUFWBqpoSBoUJr81HV1sS9DTy8+qlV2k1MiEd8/AsdRkVEREREVdGqVatgYmKCY8eOYfXq1WXaN//Nx2ZmZsWOzb8974bj0oqIiBD2mTdvHgYOHFjoPLGxsXBzc8OAAQPw/fffAwB8fHxw8eJFtXHJycllOj5ReTV1tETYilEwU7zsPhKVkIrjgZH47cgtXAmJ1sIxLGBioAcAuB0RV+b9I2OT0erzPQCAL4e6o19zBwAQ1uWJTclAq8/3oI97bXw9rDkAYNKqk7jyUP0cktOL/t6LiIioojEBK58tW7bg3r17aNeuHdq0aQMXFxdYWlrCwsICYrEY8fHxCAkJwblz57Bz584SK9GEhobCzc0Nbdu2Rbt27dCwYUNhPkNDQyQkJODJkye4ePEiDh06hD179hSbEENvtmbNmkEikQCAVlqkXbt2rdjtrVq1AgC4uLiUKeGnZs2aao///PNPzJ8/Hy4uLggODsa+fftw9OhRXLhwAXfv3tVJMlFkZCQiI7X3xWRZNW7cWFg+c+ZMiePPnj0LZ2dnmJqawsnJCQ8fPqzI8MpNW+dXlnlSU1Nx7do1tG/fHq6urpBKpUX+Pp0/fz5mzpwJIDdBbODAgYiPjy8xTiIioor0jlvRN2qUxdhGTlpJwJJIpTBXWkIqlWkhKqrqZHp66NZrCBo0bKq2/tHDezj0z1akpvCLJCIiIiIqvffeew89evRAcnIyJkyYUOb9b926JSx36dIFu3YV3Zkif8s/BweHMh0nKysLQUFBAIC4uDhhfd66/CIjI9GiRQvhcUhISKHjiF4nY4OCn+mtTAwwop0LhrVxxq+Hg/DFtosoz9c0swY2FZa3ng4u8/5Z2Tm49b/ErfiUDGH9rUKSuZ7EpqCZk6XwODQqqdBxREREusIErHwyMjJw9uxZnD17VmtzBgUFISgoCH/99ZfW5qxKzgQcxY0r50o9vqiEiXV//Kx2l3VJkpIKtjuLiX6On+fNKPUcefu8qqhzKuyY2mRlZSUsR0REFDOydF68KP4u9bzKQ2VlaGio9njhwoVQKpX45JNPYGxsjDFjxmDMmDFCDP/99x82bNgAX19fjY5XFVlYWAjLpSmt/eTJE7V9K3sClrbOT9N5xGIxzM3NERUVVei4vOSrqKgo9OvXr8R2nURERBVNIhKhlZ1FyQNLoaWtEmIRytWGUF/fAKZmSojEYq3ERFWbhVUN9Bs8BkqLl58PcnJUOHvyP5w/fbzSV2clIiIiosrFzs4OP//8MwDgq6++0uha54EDB5CWlgZ9fX34+Pjg999/LzTZqXv37mrV8o2NjTUPXMeioqIwd+5ctcdERXkan4q9F0NxLDACgWGxeJGUBgOZFPVtTTG8rQvGd60PPakEH/d2g1gMfL75YsmTFmJMxzro614bAHA3Mg5r/e9p8zQqTL2Vb873UURE9HoxAYsqVHJSApKTEso9T0z0s3LPkZWViWdPy5+4pK1z0rXs7Oxit+clvAUGBmLkyJGlnvfVMso5OTmYOXMmli1bhpEjR6JLly5o27YtlEollEolhg8fjuHDhyMgIAADBw7UuK1fWdja2sLcvHwtfoDc0tK6rKRFmtm6dStGjhwJKysrbNu2DYMHD0Z6uvb73hMREZWWs7kRDKQSrcxlKJPC2cwIwbGaJRibmJrBUFF1v5Qg7XJt5I6uPQdBJtMT1qUkJ+Hgvi14/KjsdzYTEREREa1atQqmpqa4cOEClixZotEcT58+xeLFi/H555/D0NAQfn5+mDNnDvbt24fo6GjY2dlh1KhR+Oqrr5Ceng65PLf92qs3D1clUVFR+Oabb3QdBlURXb89UGBdYnYmLj2MxqWH0dh9IQT7/q87FHIZPujeEDvOhpS5HWGbutZY6t0OAJCakYVxv/khK5s36BAR0ZuNCVhEVUT+O1psbW1fy/Fq1aoFY2NjrZRKjoiIwM8//yzc3dSwYUP06tULkydPhrOzMzp16oRVq1Zh6NCh5T5WSb7//nt4e3uXe561a9fCx8enzPvFxMQIyzY2NiWOzz8m/76AeiKdSCQqtgKBQqEoS5ga09b5aTqPSqUqNpFv9OjRSE9Px7hx49C7d28cOHAA/fv3R0pKSonHICIiqghGMu1+LDPSK3vbQLFYAnOlJWR6eiUPpjeACN16D0ajpq3U1oaHheDgns1IqgY3pBARERHR6+fj44NevXohIyMD7733HlQqlcZzffHFF6hVqxbGjBkDS0tL/PHHH/jjjz/UxmRkZGDixIlYs2YNACAxsWK7WBBVFefuP8e3O69gwejWEItFGN+1Pqb8VfoErEa1ldgx3QtymQTZKhUmrTqFwLCKv7meiIiosmNPCaIq4urVq0KLxvx96yvK5cuXAQAODg6oXbu21ucPCgrCokWL0Lx5c4SHhwMABgwYUOAupOrY0uTGjRvCcrt27UocnzcmPj4eISEhatvyXzRQKpVFzmFpaanWxrIiaev8yjKPvr4+mjZtCgC4detWke1MgdwELW9vb+GCTNeuXXH48GEYGRmVGCsREVFFSMos+u+WRvNlZJZpvFyuDytrGyZfUT45yH7l/dTFs37YuelPJl8RERERkUZsbW3xyy+/AAAWLFiAwMDAcs2nUqnwzjvvYMiQIfD390dGRoawLSMjA76+vmjdujUOHTokrH/x4kW5jklUnWw+FYzs/yVBdqhf8g3QeVztzLD//3rAXCGHSpWDKX+dxq7zISXvSERE9AZgAhZRFREfHw8/Pz8AQNu2bdGhQ4cKPd6uXbuE5RkzZlTYceLi4nDhwgUAuW0PX20NmJqaCgBCmWht8PHxgUgkKvePJtWvgNzqYleuXAEAdO7cGfXr1y9ybPfu3eHs7AwAOHr0aIGEtIcPHwrLLVu2LHKesWPHlhhXXgWo8j7X2jq/K1eu4Nmz3PajQ4cOhYWFRZHzjB07VkigOnz4cKninDRpEpYuXQoA6NixI44ePQpTU9NS7UtERKRND2OTkJpVfHvo0krJzMLDuNK3HzQyNoW5hRVEYn40JHX+x3zxNDIMaakp2LtjLU6eOFSuCgVERERE9GabOnUqzMzMkJycjODgYIwYMaLQnzwKhUJY17dv3yLn3b17Nzp37gwTExM4ODjA2dkZJiYm6NevH65du4Z69eoJY8ub9EVUncQmZyAmMR0AYGNWuvacb9mZwXdWT1ia6EOlysHUtWew6RTb0xMREeXhVXaiKuS7774TvvTYvHlzsYktCoUCZmZmGh9ry5YtuH37NgDgww8/xKRJk4odL5PJ8O6778La2lpYZ25ujkGDBkFczBd65ubmaN26NYDcak55CTd5IiMjAQB16tSBSCTS6Fwqo8WLFwMAJBIJNmzYUGj1pZo1a2LlypUF9snv+PHjwvKMGTMKfa5btGiBb775psSY8p7r4l5XpaWN88vOzsby5csBAKampli7di2k0oItmlxdXfHjjz8CANLT04V9SuOTTz7B/PnzAQBt2rTB8ePHi60kRkREVBGyc3JwISKm5IGlcDHyBVSlKCAqFouhtLCGkbGJVo5L1U92djb2796IjX8vw8P7t3UdDhERERFVcXk3fSoUCqxbtw5bt24t9CePlZWVsO7XX38tcf709HQ8fvwYISEhSE9PF9a3avWyrfbZs2e1eEavl1wuh6urq/CjzRuW6c0lEed+55JVipttGtia4sCsnrA2NYBKlYNp685ird+9ig6RiIioSin4TTYRVVoBAQH44YcfhP72V65cwd9//43Dhw8jMjISMpkMLi4u8PT0xJAhQzBo0CD4+/trdKzs7GwMHjwYZ86cgbm5OX7//XeMGjUKGzduRGBgIJKTk2FiYoJ69eqhXbt2GDBgACwsLFCnTh08f/4cAGBiYoLdu3cjMjIS+/btw7lz5/DgwQMkJSVBqVSiadOmmDx5Muzs7AAAK1euLNA6LiAgAF5eXrCyssKff/6JtWvXIiYmRqiU9PjxY6FKVlWyceNG4e6tli1b4vr161i0aBEuXboEiUSC9u3bY8aMGahRowYAYOnSpThz5kyBeYKCgvDff//By8sLnp6eOHLkCJYtW4bHjx/DysoKvXv3xqRJkxAaGgqlUqmWIPeqgIAA1KlTB+7u7vj++++xb98+xMfHC9sfPHhQbGu/iji/hQsXYtCgQXB3d0ffvn1x8eJFLFmyBIGBgTAwMEC3bt0wbdo0GBsbAwBmzZqF0NDQUsWY5/PPP0daWhrmzp0Ld3d3+Pn5wcvLS3gdExERvQ4bAkPg4VD03+nSWn+z5LL/enpymCkti02SpzeHsYkZPLsPwH+HdiM5OVFtW2JCnG6CIiIiIiLSkpEjRwLIvd69bdu2Cj3Wq90LtMnFxQVBQUHC44YNG+LWrVsVdjyq/mzNDWFhrA8AiHyRUuzYBramOPh5L1ibGgAAPt1wDqtP3K3wGAujjf9lX3d0g1wiAQCkZ2fjm5OsjkdERNrBBCyiKubLL79EfHw85s2bB0NDQ3z44Yf48MMPK+RYd+7cQatWrbB161Y0b94cHTt2RMeOHYscn5aWpnZ3UR5bW1tMnjwZkydPLnLftWvXYs6cOQXWr1y5EpMmTYKtrS3Gjx+P8ePHq23v3LmzxklmujZs2DCsX78ew4YNg7OzM1asWFFgjEqlwrJlyzB9+vQi53nvvffg5+cHJycneHl5wcvLS2373bt30adPHxw7dqzYeH766ScMHz4cRkZGmD17NmbPnq223dHRsUzJTdo4v4yMDHTr1g27d++Gh4cHmjZtirVr1xYYl5mZiTlz5mDJkiWlji+/b775BqmpqViwYAEaNWoEf39/eHp64smTJxrNR0REVFaHHkTi2tNYNLUxL3lwEa4+fYHDDyOLHaMwMoGxCVvuUi5H5/ro1X8EDAwVkOvrY8emVcjJYZtBIiIiItK+adOmYdq0aSWOy0tievToEZycnMp1zCFDhqBFixYAgP379+PRo0flmq8k+W8UZoUqquwmdXMVlv1uFX0toX6+ylcAMH3dWaw6dqfC4ytKWsbLm8T1ZJrdWDa6oSOM5TIAQGJ6JhOwiIhIa3jLM1EVtGjRItSpUwfff/89Lly4gJiYGGRlZSEhIQE3btzAX3/9hT59+uDkyZPlPlZwcDBatGiB/v37Y/369bh37x4SEhKQlZWF2NhYXL9+HevXr8e4ceNgY2OD8PBwYd/Q0FA0b94cn3/+Of755x8EBgbi+fPnyMzMRGJiIoKCgrBq1Sq0b98ePj4+yMzMLHD8qKgotGjRAosXL8aNGzeQmJgotGGs6tLS0jB8+HB4eXlh48aNCAkJQWpqKpKSknDv3j2sWrUKLVu2xLRp04q9e+rx48do3rw5fvjhB9y6dQspKSlISEjA1atXMXv2bLi7u+Phw4clxnPnzh24u7vjzz//xO3bt5GcnFyu51pb5/fixQt07twZQ4YMwa5duxAWFoa0tDQkJCQgMDAQS5cuhaurK3766SeNYwVyq21NnToVKpUKDRo0QEBAAGrVqlWuOYmIiEpLlQN8fPQyUjJLV23yVSmZWfjk6JUi2w+KRCKYW1gx+YoAACKRGO09emDwyHdhYKgAANjXdkazlu11HBkRERERUemYmZnBwMCgyO0dOnTA33//DQCIj4/H1KlTKzymyMiXSSz169ev8OMRFaZnU3so5MXX33i7vQs+7t0QAJCRlY2VRwtvO1+vZm7yVQ0zQwDAp+vP4U8dJl8BwJO4l9W66tnwGgcREVUuIminWiNVEXZ2dkKCjL29PSIiInQcERERERER5elUywpr+rWBoaz0xYpTMrPgs/8cAsKiCt0uk+nBXGkJ8f/K69ObzVBhhD4DR6GWg4va+qAbl3HsyB5kFXJTRHXzNDJM1yEQaYTXdIiI6E1Q2gpYXbt2xfbt27F7924cP34cwcHBUKlUcHR0xKBBgzBy5EhIJBKkpaVhyJAhOHjwYLniWrNmDby9vQHk3uBSGAMDAzx79gzGxsaIiIjAjBkzEBgYiIyMDABASkoKwsI0ey/q6urKFoTVUKs6Vjj+VV+1dZ7f+uJCcOGf70vj0Oc90djBAoeuhuHMvWe4/yQecSkZ0JdJUN/WFMPaOKNrIzth/P9tOo8VRwq+lhytjHD0iz6oaZ6bfPXXsTv487/CE7Xyu/c0HlnZmn31vPL9DhjTsS4AwGjsmkLHGOhJ8PDXt2FsIEPki2TM2XYJt8JjkZmVezN5SkYWwmOSi49xUl+1Clj1VvpqFC8REdGr2IKQiIiIiIiokggIi0KvrX5Y0s0dzWyUJY6/+vQFPjl6BfdeJBa63VBhDBNTMy1HSVWVfW1n9Bk4CgojY2FdVlYmjh/Zh8DrF3UYGRERERFR2SmVSowfPx7jx48vdPuDBw/w7rvvIiAg4LXEk5qaioULF+K7776DnZ0dNm/erLbdz88PXbp0eS2x0JvN1FAPI9u7YGR7lyLHJKZm4v82nceGgPuFbm9f30ZIvgKA8V0bYHzXBiUe23X6DjyOTip70KWUmpGNJQdv4ssh7rBVKrBmsofa9pO3n6DXj4eLnWPS4YuQ/i+RMquY7hxERERlxQQsIiIiIiKiSuTei0T03e6Pns62GNvICS1tlWoVsVIys3Ax8gXW3wzB4YeRhbYdFIlEMDWzgH4xLTnoTSJCq3ad0a5Td4jFYmFt7Ito+O7eiKjnT3QYGxERERFR2V25cgVTp05F586d4ebmhho1akAul+P58+e4efMm9uzZgw0bNgjVp16XefPm4e7du/Dx8UGTJk1gYWEBuVz+WmOgN9vnWy6i01s10cLZEvVtzaA0kkNpJEe2KgcvktIRGPYCx4MisflkMOJSXu//D21ZsO867j+Jx5iOddGothJKIznkstJX/T7+6FkFRkdERG8ytiB8w7BcPRERERFR1SIWAc5mRjDSkyEpIxMP45IKTbrKI5XKYK60hETK+20I0DcwRM9+w+Fc5y219ffu3MS/B3YiIz1NR5HpDlsQUlXFazpERERvLrYgrJ4qogUhERER6Q6vyBMREREREVViqhwgOLZ05fsNDBUwNSu5dSG9GcRiMd4eOwXmFlbCuuzsbAQcP4CrF0/rMDIiIiIiIiIiIiKi6kVc8hAiIiIiIiKqzHJbDiqZfEVqVCoVLl84KTxOiI/D9g0rmXxFREREREREREREpGWsgEVERERERFSFSaRSmCstIZXKdB0KVUI3rp6HXS0n6Osb4ND+bUhLTdF1SERERERERERERETVDhOwiIiIiIiIqih9A0OYmikhEol0HQpVAnpyfWSkpxVY/++BncjOzgaQ8/qDIiIiIiIiIqpEOtayguR/11Gyc3JwMixKxxEREVF1wQQsIiIiIiKiKsjE1ByGCiNdh0GVhFuTlujUtQ92bV6FZ08j1LZlZ2fpKCoiIiIiIiKiymV1n9YwludWEU9Mz0S9lb46joiIiKoLJmARERERERFVIRKJBOZKK0hlbDlIgFQmQ9ceg9CwcXMAQN/BY7Dx72VIT0vVcWRERERERKQtDx48QMOGDdUeExEREVHlwgQsIiIiIiKiKkKubwAzMyVEYrGuQ6FKwNzCCv0Gj4GllY2wztRMCSeX+rgTdE13gRERERERkValp6fj1q1bug6DiIiIiIrBBCwiIiIiIqIqwNjEDAojY12HQZVEfdcm6NZrCPTkcmFdakoyDu/fhpAHd3UYGREREREREVHltePOY8glEgBAena2jqMhIqLqhAlYRERERERElZhYLIGZ0gJ6evKSB1O1J5FI4OHVD02bt1Vb/yTiMXz3bEJiQpxuAiMiIiIiIiKqAub43dB1CEREVE0xAYuIiIiIiKiS0tOTw0xpCTFbDhIAE1Nz9B00Gja2tdTWX7l4CgHHDkKl4p27RERERERERERERLrABCwiIiIiIqJKyMjYBEbGproOgyoJ57pvoWff4dA3MBTWpaen4d8DO3H/zk0dRkZERERERBXNysoKU6ZMER6vWLECUVFROoyIiIiIiF7FBCwiIiIiIqJKRCwWw9TcAnK5vq5DoUpCKpPBq+dgteSrqGeR2L97I+JiY3QYGRERERERvQ5WVlaYO3eu8HjHjh1MwCIiIiKqZNjHgoiIiIiIqJKQ6clhaWXD5CtSk5WZiYP7tkClUgEAbl67gC3rfmPyFREREREREREREVElwQpYRERERERElYDCyBjGJma6DoMqqfDHDxFw/CDSUpNx6+YVXYdDRERERERERERERPkwAYuIiIiIiEiHRCIRzMwtINc30HUoVAmIRCI4OtdHyIM7BbZduXBSBxERERERERERVR9BE3pDIcv9ijw5MwsN/zyo44iIiKi6YAtCIiIiIiIiHZHKZLC0rsnkKwIAGBgqMGjEuxg0wgcNXJvqOhwiIiIiIiKiakcmFkMulUAulUAm5lflRESkPayARUREREREpAOGCiOYmJrrOgyqJGztHdBn4GgYm5gCALx6D8bzZ5F4EfNcx5ERERERERERERERUUmYgEVERERERPQaiUQimJopoW9gqOtQqJJo3qojOnr2glgsEdalpiRDIuVHdiIiIiIiIiJtik3LQEa2CkBuC0IiIiJt4dVcIiIiIiKi10QqlcFcacnEGgIAyOX66NF3OOrUb6i2/sG9Wzjsux3paak6ioyIiIiIiIioemq99l9dh0BERNUUr/oTERERERG9BgYGCpiYmUMkEuk6FKoErG3s0HfQaJiZWwjrVKpsnDpxGJfOB+gwMiIiIiIiIiIiIiIqKyZgERERERERVTBTMyUMDBW6DoMqicbNWqNzt/6Q5quElpSYgAN7NyEi7JHuAiMiIiIiIiIiIiIijTABi4iIiIiIqIJIJBKYK60glcl0HQpVAlKZDN16DcFbbs3U1oeG3MfBfVuQmpKso8iIiIiIiIiIiIiIqDyYgEVERERERFQB9PUNYGqmhEgs1nUoVEnkqHKgtLB6+ThHhXOnjuPcqf+Qk5Ojw8iIiIiIiKgyS09PR1BQkNpjIiIiIqpcmIBFRERERESkZSamZjBUGOs6DKpksrOz4LtnE0a/OxUqVTYO7duK0JD7ug6LiIiIiIgquQcPHsDNzU3XYRARERFRMZiARUREREREpCVisQTmSkvI9PR0HQpVUvFxL/DPzvWIi41BUmK8rsMhIiIiIiIieqMs694c+lIJACAtKxtT/72s44iIiKi6YAIWERERERGRFsjl+jA1t4CYLQcJgKmZEs1bd8SJf/cjJ0elti388UMdRUVERERERET0ZuvpXBPGchkAIDE9U8fREBFRdcIELCIiIiIionIyMjaFkbGJrsOgSqJO/Ybo0Wc45Pr6SE9Lw2n/I7oOiYiIiIiIiIiIiIgqEBOwiIiIiIiINCQWi2Fmbgk9uVzXoVAlIBaL0bFLbzRv3VFY17q9Jx4/uo+wUFa9IiIiIiKiosnlctSvXx9ubm5wcXGBtbW18GNsbAyxWAyRSASRSISUlBRER0cLPyEhIbh9+zZu376NZ8+e6fpUiIiIiN5ITMAiIiIiIiLSgExPDnNzC4glEl2HQpWAkbEp+g4aDVt7B7X116+cQ2T4Yx1FRURERERElZW9vT06d+6Mzp07o3379qhbty4kWvh8+eLFC5w7dw4BAQEICAjApUuXkJnJNmtEeYbvOQ2JSAQAyM7J0XE0RERUnTABi4iIiIiIqIwURiYwNjHVdRhUSTg41UPvASNhYKgQ1mVkpOO/Q7txJ+ia7gIjIiIiIqJKpWXLlhg2bBgGDRqEOnXqVMgxlEolevfujd69ewMAkpOTcfjwYezatQu+vr5ITEyskOMSVRXXnsXqOgQiIqqmmIBFRERERERUSiKRCGbmFpDrG+g6FKoERCIR2nb0Quv2nhCJxML66Khn8N29ES9inuswOiIiIiIiqgxcXFzw/vvvY8SIEXB0dHztx1coFBgyZAiGDBmC9PR0HDlyBH/99RcOHjyI7Ozs1x4PERERUXXFBCwiIiIiIqJSkMn0YKa01EpLCKr6DBVG6NV/JByc6qqtv3XzCv47vBtZbPFBRERERPTGkkgk6NOnD6ZMmYIePXroOhyBXC5H//790b9/f4SFhWHVqlX466+/8OTJE12HRkRERFTlMQGLiIiIiIioBIYKI5iYmus6DKokFEbGGO0zFUbGJsK6rKxMnPj3H9y8dkGHkRERERERkS7JZDKMHTsWs2fPhrOzc5n3DwsLQ1BQEG7duoWwsDA8e/YMz58/h1KpxPbt24Vx77zzDpKSkmBpaQlbW1s0aNAAb731Fho0aAB9ff1SHatWrVr49ttvMWfOHKxZswYLFizAo0ePyhwzEREREeViAhYREREREVERRCIRTM2U0Dcw1HUoVIkkJyUiIiwE9V2bAADiYmPgu3sjnj+L1HFkRERERESkCzKZDN7e3pg9e3ap2wxmZ2fj8uXL8PPzg5+fH86cOYP4+PhCx7q6uqo9vnLlCm7dulVgnFgsRuPGjdGpUyd07NgRXbp0gYWFRbFxyOVyTJo0CePHj8fGjRsxb948PHjwoFTnQEREREQvMQGLiIiIiIioEFKpDOZKS0ik/NhEBf17cCesatjiRfQzHPHdgfT0NF2HREREREREOjBgwAAsWrQIderUKXFsVlYWjh8/jh07dmDv3r2Ijo7WaiwqlQrXrl3DtWvXsGzZMkgkEnTq1AmDBw/G4MGDYWtrW+S+UqkU3t7eGDVqFJYvX47vvvsOcXFxWo2PqDLoX9cOMrEYAJCpUuGf+xE6joiIiKoLfpNARERERET0CgMDBUzMzCESiXQdClUCYrEYKpVKbV1mRga2bfgdqSnJOoqKiIiIiIh0yc3NDYsXL4aXl1eJY4ODg7Fy5UqsW7dO60lXxcnOzsaJEydw4sQJTJ06Fd27d8fEiRPRv39/SCSSQvfR09PD9OnTMXbsWMydOxd//PEHsrKyXlvMRBVtUddmMJbLAACJ6ZlMwCIiIq0R6zoAIiIiIiKiyiKv5aCpuZLJVwQAaNq8Ld4ZPw1yfYMC25h8RURERET05jEwMMCiRYtw7dq1EpOvDh06hB49eqBevXr4+eefX2vy1atycnJw5MgRDB48GA4ODpg3b16xFa4sLS2xfPlyXLhwAc2aNXt9gRIRERFVUUzAIiIiIiIiAiCRSmFhVQMGhgpdh0KVgExPD30GjoJnj4GwsLRGjz7DdB0SERERERHpmIeHB27cuIFPP/20yApSAPDPP/+gZcuW6N27N/7991/k5OS8xihLFhERgS+//BIODg6YM2dOsYlhzZo1w4ULFzB//nzo6+u/xiiJiIiIqhYmYBERERER0RtPX98AllY2kEplug6FKgFLKxuM9pmK+q5NhHUu9d5CTbvaOoyKiIiIiIh0RaFQYMWKFfDz80OdOnWKHHfs2DG4u7tjwIABuHTp0muMUDMJCQn44Ycf4OjoiK+//hrJyYVX+ZVKpZg5cyZu3LiBVq1aveYoibTrj6vB+PXiXfx68S7+uBqs63CIiKgaYQIWERERERG90UxMzWGmtGTLQQLw/+zdd3hTdfsG8Dt7dLfpomWUvWUPQTYoe+jLXjIEBzJUxIECyg/xFQTkVUQQiiB7CAgqU2TvvcsuFLrSmZ38/qhEYgoUaPtN2/tzXb2unOecnHMHK7TJc54vULlabfQa+CYCg4KdtYyMNKxaOg93Ym8ITEZERERERCI899xzOHz4MF5//fWHHnP58mV07twZrVq1wrFjx/IxXe7IyMjApEmTUL58eURHRz/0uHLlymH37t0YN24cpFJ+xEgF07QD5/F/e8/i//aexbQD50XHISKiQkQuOgAREREREZEIMpkM/gE6KJRK0VHIA8jlCrR4sTOqPlfXpX7rxhX8uu5nZKSnCUpGRERERESivPXWW/jqq6+gUqmy3W80GjFx4kRMnz4dZrM5z3LEx8djwoQJLtt54fbt2xg4cCC+/fZb/PDDD6hevbrbMQqFAlOmTEHr1q3Rr18/3L59O0+yEBERERU0bMAiIiIiIqIiR6XWwN8/EBLesUsA/AN16NitL4JDwl3qB/fuwJ4//4DDYReUjIiIiIiIRPD19UV0dDS6dOny0GP++usvDBkyBBcvXszzPPHx8Zg4cWKeX+e+gwcPok6dOhg7dizGjx+fbQNaixYtcPz4cfTo0QM7duzIt2xEREREnoqfNhARERERUZHi7eOHgEAdm68IAFCuYjX0eXWES/OV0ZCJdSsWYvfO39h8RURERERUxJQvXx4HDhx4aPNVRkYG3nrrLTRt2jRfmq9EsVgsmDx5Mp577jkcPHgw22OCg4Pxxx9/YNSoUfkbjoiIiMgD8RMHIiIiIiIqEqRSGQJ1IfD28RUdhTyEf0AQ2nfpDZVK7azF3b6JxT/OwpXL5wQmIyIiIiIiEdq2bYuDBw+iYsWK2e4/ceIEateujf/9739wOBz5nE6MCxcuoFGjRpgyZQrsdvcbVORyOb7++mv89NNP0Gg0AhISEREReQY2YBERERERUaGnVKqgCwmDUum+bAIVXfrkROz7a6tz+/jhvVj+03dITUkWmIqIiIiIiER47733sHHjRvj5+WW7/5tvvkH9+vVx4cKFfE4mntVqxYcffojWrVvj9u3b2R7Tt29f7Nq1C6GhofmcjujJeCvlLl9ERES5hf+qEBERERFRoebl7Qsf3+zfQCc6sGc7gkPCcPH8KVw8d1J0HCIiIiIiymdSqRTffPMN3njjjWz3p6WlYcCAAVi7dm0+J/uHSqVCmTJlnNsxMTEwmUz5nmP79u2oUaMGVqxYgWbNmrntr1OnDvbt24e2bdsWyUY1KhiODnoJPioFACDNZEH5ORsFJyIiosKCE7CIiIiIiKhQkkgkCAgKZvMVAQAkEil0IeHZ7HFg49olbL4iIiIiIiqCNBoNVq9e/dDmq4sXL6J+/fpCm68AoEyZMjhz5ozz68FmrPwWHx+P1q1bY+bMmdnuj4qKwt69e9G4ceN8TkZEREQkFhuwiIiIiIio0FEolAgOCYdKpRYdhTyAl5cPXuk9BD37vY6AQJ3oOERERERE5AGCgoKwbds2dOnSJdv9mzdvRr169XDu3Ln8DVYAWK1WjBo1CgMGDIDRaHTbHxgYiK1bt6Jbt24C0hERERGJwQYsIiIiIiIqVLRePggKDoVUJhMdhTxA8ZKl0XfwSBQvWQZKlQodu/WFXK4QHYuIiIiIiAQKCwvDn3/+iYYNG2a7/+uvv0aHDh2QkpKSz8kKlkWLFqF58+ZISEhw26dSqbBixQr069dPQDKih7ucnIYLiam4kJiKy8lpouMQEVEhIhcdgIiIiIiIKDdIJBL4+QdBrdGIjkIeQYJ6zzfD803aQCr9594jmVwBL28fpOiTBGYjIiIiIiJRIiMjsW3bNpQvX95tn91uxzvvvIMZM2bkf7ACav/+/WjYsCE2b96MsmXLuuyTyWRYtGgRvLy8MGfOHEEJiVy1W/6n6AhERFRIsQGLiIiIiIgKPLlCgYDAYMg49YoAqDVatO3YA1FlK7rUL547iT9+XQWz2SQoGRERERERiRQVFYXt27ejVKlSbvtMJhP69u2LVatW5X+wAu7y5cto2LAhNmzYgAYNGrjt/+677+Dt7Y2vvvpKQDoiIiKi/MEGLCIiIiIiKtA0Wi/4+QeKjkEeIrxYCbTv2ge+fv7Oms1mxa5tv+LY4b3ighERERERkVBly5bFjh07EBkZ6bYvJSUFnTp1wq5duwQkKxwSEhLQokULrF69Gm3btnXb/9///hcymQxTp04VkI6IiIgo70kffwgREREREZHnyVpyMJDNV+RUs24jdO833KX5KjUlGct/msPmKyIiIiKiIqxUqVLYvn17ts1XSUlJaNmyJZuvcoHBYECXLl2wZs2abPd/8cUXGD16dD6nIiIiIsofbMAiIiIiIqICRyaXIyg4FBqtl+go5AGUKjU6dOuL5q07uSxDeeXyOSz+cRbibt8UmI48hc1qRcK9ONExiIiIiCifRUREYNu2bShevLjbvrt376JZs2Y4cuSIgGSFk9lsRvfu3fHTTz9lu3/69Ol488038zkVERERUd7jEoRERERERFSgqDVa+PkHQiKRiI5CHkKj0aJkqXLObbvdjj1//o5D+/4E4BAXjDyG0WBAij4RDge/H4iIiIiKkrCwMGzfvh2lS5d22xcbG4uWLVviwoULApIVbjabDQMGDIDBYMBrr73mtn/27Nkwm8344YcfBKQjIiIiyhtswCIiIiIiogLD1y8AWi9v0THIw6Tok/D7ryvQ6eX+SE9PxaZ1P+PWjauiY5GHSE3RIzMjTXQMIiIiIspnAQEB2LJlC8qXL++2786dO2jWrBkuX74sIFnR4HA4MHz4cMhkMgwePNht/5w5c6DX67Fy5UoB6agoW9y5ITTyrOnZBqsNfX/ZJzgREREVFmzAIiIiIiIijyeTyRAQGAy5QiE6CnmoyxfOYMum1Yi5dBaZGemi45AHsNtsSE5KgMViFh2FiIiIiPKZRqPBhg0bULVqVbd98fHxaNmyJZuv8oHD4cBrr70GpVKJfv36ueyTSqVYvHgxkpKSsG3bNkEJqSiqFx4EH1XW+0tpJovgNEREVJhIRQcgIiIiIiJ6FJVaA11wGJuvCAAQEBSM6jXrZ7vv1PGDbL4iAIDJZET8vTtsviIiIiIqgmQyGZYtW4ZGjRq57UtKSkKrVq1w7tw5AcmKJrvdjldffRXLly9326dUKrF27VrUqlVLQDIiIiKi3MUJWERERERE5LF8fP3h5e0jOgZ5iAqVn0Prdi9DoVAgRZ+M61cvio5EHigtNQUZ6amiYxARERGRIHPmzEGnTp3c6qmpqXjxxRdx8uRJAameTUxMDKpUqeKyXZDYbDb07dsXarUanTt3dtnn4+ODzZs3o1GjRpxKRkRERAUaG7CIiIiIiMjjSKUy+AcGQalUiY5CHkAmk6Fpq46oUbuhs9auc0/8NG8G0tloQ3+z2+3QJyXAbDaJjkJEREREgkycOBFDhgxxq5tMJnTu3BmHDx8WkOrZmUwmnD17VnSMZ2K1WtGzZ0/88ccfeOGFF1z2hYSE4LfffkODBg2QkJAgKCEVFa2X7oDk78cOoUmIiKiw4RKERERERETkUZRKFXQhYWy+IgCAr18AevR/w6X5CgDOnT6GzMwMQanI05hNJiTcu8PmKyIiIqIirF+/fvjkk0/c6na7HX379sXOnTvzPxS5MBqN6NSpE06dOuW2r0yZMli7di1UKr4XQHnrekoGrv39dT2F7ysQEVHuYQMWERERERF5DG8fXwTqQiCV8lcVAkqXq4S+g95GWHiks2YyGbFhzWLs3LoBdrtNYDryFOlpqUhKvAe73S46ChEREREJ0rhxY8ybNy/bfW+//TZWrVqVz4noYfR6PV566SVcu3bNbV/jxo0xf/78/A9FRERElAu4BCEREREREQknlUrhH6CDkne6ErK+Hxo3ewl1GjR1qd+7exsb1yyGPjlRUDLyJA67HfrkRJhMRtFRiIiIiEig+5OTlEql277Jkyfjf//7n4BU9Ci3b9/Giy++iH379iEwMNBlX58+fXD58mVMmDBBTDgiIiKip8QGLCIiIiIiEkqhVCEgIAhSmUx0FPIA3t6+aNe1NyKLR7nUTx07iB1bfoHVahWUjDyJxWxGclICp6ARERERFXH+/v7YuHEjdDqd276ff/4ZH3/8sYBUuS84OBhvvPGGc/vbb79FfHy8wETP7uLFi+jatSu2bNni1jz36aef4uLFi/j5558FpSMiIiJ6cmzAIiIiIiIiYby8feDj6y86BnmIkNBi6NZzMLRe3s6axWLGtt/W4uypowKTkSfJzEhDaopedAwiIiIiEkwqlWLZsmWoWLGi2769e/di0KBBAlLljeDgYJeJUCtXrizwDVgAsGvXLgwdOhTR0dFu++bNm4fz58/j6FH+LkhEREQFAxuwiIiIiIgo30kkEvgHBEGl1oiOQh5En5wIk9HgbMBKSryHDWsWIzH+ruBk5AkcdjtS9EkwGg2ioxARERGRB5g8eTJefPFFt/rVq1fRpUsXmEwmAanoSS1atAjlypVzm1am0Wiwdu1a1KlTp1A0m5HneLV6aShlUgCA2WbHgpNXBCciIqLCgg1YRERERESUr+QKBQICgyHjkoP0L2azCRvWLEbvgW/h8sUz2LJ5NSxms+hY5AGsVguSE+Nhs3HJQSIiIiIC/vOf/2DcuHFu9ZSUFHTo0IENOwXMJ598gnLlyqFHjx4u9RIlSmDlypVo1aoVl6OnXPPB85Xho1IAANJMFjZgERFRrpGKDkBEREREREWH1ssbuuAwNl/RQyXEx+GnH2di0y9L2XxFAABDZgYS7sWx+YqIiIiIAADVqlXDggUL3Op2ux29evXC2bNnBaSiZ+FwOPDqq6/i2LFjbvuaNm2Kr7/+WkAqIiIioifDBiwiIiIiIspz95cc9PULEB2FPETt+k3QrkvvbPclJ/Judcr6ECYlOQkp+iTRUYiIiIjIQ/j7+2Pt2rXw8vJy2/fxxx9j8+bNAlJRbjAYDOjatWu208veeust9OvXT0AqIiIiopzjEoRERERERJSn5HIFAgJ1kMn56wcBKrUGL3b4D8qWrwIAuBN7A8cO7RacijyNzWpFclICrFaL6ChERERE5EEWLFiAMmXKuNVXrVqFKVOmCEhEuen69evo3r07tmzZAvm/3kOYM2cOjh07htOnTwtKR4XFlL1noZRlzSgx2+yC0xARUWHCT0CIiIiIiCjPaDRe8PUPgEQiER2FPEBIWAQ6dO0D/4AgZ61xsxdx4exxZGakC0xGnsRoyESKPgkOh0N0FCIiIiLyICNHjkSXLl3c6qdPn8bAgQPzPQ/ljZ07d2LMmDGYNWuWS12r1WLlypWoW7cu0tP5+yM9vQUnr4iOQEREhRSXICQiIiIiojzh5x8Iv4BANl8RAKB6rQbo2f8Nl+ar9LQUrF46n81X5JSakgx9ciKbr4iIiIjIRd26dfHll1+61fV6Pbp06YKMjAwBqSivfPPNN/jpp5/c6hUrVsS8efMEJCIiIiJ6PDZgERERERFRrpLJZNAFh0Gj9RIdhTyAQqFEu8490eqlri5LSFy/egk/zZ+J27euiQtHHsNmsyEhPo7NeERERETkxt/fHytWrIBSqXTb9+qrryImJkZAKsprw4cPx5kzZ9zqPXr0wJtvvikgEREREdGjsQGLiIiIiIhyjVqtgS44DHKFQnQU8gBBulD0fnUEKlap6aw5HHbs+2sL1iybD0Mm71InwGQ0IOHeHVgtFtFRiIiIiMgDLViwAKVKlXKrz5gxA+vWrcv3PJQ/MjMz8corr2S73OD06dNRo0aN/A9FRERE9AhswCIiIiIiolzh6+cP/0AdJFL+mkFApao10XvgWwjShThrmZnpWLPsR+z7ayuXmCMAQFqqHslJCfx+ICIiIqJsjRw5El26dHGrHzx4EGPHjs3/QJSvzp8/j6FDh7rVlUolfv75Z2i1WgGpiIiIiLInf/whREREREREDyeVyhAQqIMim+UgqGgqXbYS2nbq6VKLvXkVv679GenpqYJSkSex22xITk6ExWwSHYWIiIiIPFTdunXx5ZdfutX1ej169OgBSxGaoGoymVyW4zOZis7P0cuWLUPjxo3dlh2sVKkSpk+fjuHDhwtKRgVVST8vSP5+7ABwPYXTuYmIKHfw1vR/GTBgABwOxxN9/fDDDzk+f4sWLRAdHY0LFy4gPT0diYmJOHHiBL788ktUqFAhD18ZEREREVHuU6nUCA4JY/MVubgacx7Xrlx0bh/e/ydWLpnL5isCAJhNJiTEx7H5ioiIiIgeysfHB8uWLYMym981X331VVy7di3/QwkUExODqlWrOr9iYmJER8pX77zzDk6cOOFWHzZsWLYT0ogeZUuv5tg3sA32DWyDLb2ai45DRESFCBuw8omPjw+WLl2Kbdu2oX///ihfvjy8vLwQGBiI6tWr47333sPJkycxbtw40VGJiIiIiHLE28cPAUHBXHKQ3DgcDmxevwwJ9+7gl5XR2LV9E+x2u+hY5AHS01KQlHiP3w9ERERE9EgzZsxA6dKls62vW7cu/wORUCaTCb169YLBYHDbN2/ePERERAhIRUREROSKSxA+wrlz57Bt27bHHrd3795H7pfL5Vi7di1atmzprJ06dQpHjx6FWq3GCy+8gGLFikGpVGLKlClQKBT47LPPnjk/EREREVFekEql8A/QQalSiY5CHkAqlUGj0SIjI82lbsjMwKJ5M5E10J+KOrvdDn1SAsycekVEREREj9G1a1cMGjTIrX7w4EGMHTtWQCLyBOfOncPo0aMxZ84cl3pQUBAWLVqE1q1b80YPIiIiEooNWI9w4MABjBgx4pnPM378eGfzlcFgwKuvvorly5c79ysUCnz++efOXxwmTJiAP//8E7t27XrmaxMRERER5SaFUoWAQB2knHpFAHx8/dG+S28oFAosjf4frFbrv45g8xUBZrMJ+qRE2O020VGIiIiIyMOFhYVh7ty5bvX09HT06tULFotFQCryFN9//z1eeuklt2UHW7Rogffeew9Tp04VE4wKlIN3EqGRywAABit/TyUiotzDBqw8FhwcjDFjxji3R40a5dJ8BQAWiwXvv/8+SpQogZ49e0IqlWLKlClo1KhRfsclIiIiInooL29f+Pj6iY5BHqJU6Qpo26kHNFovAEDzNp2xZdNqwanI02SkpyEtVS86BhEREREVEPPnz4dOp3Orjxo1CleuXBGQiDzNkCFDUK9ePRQrVsyl/tlnn2Hbtm04fPiwoGRUUPT9ZZ/oCEREVEjxtvU8NmDAAHh7ewMALly4kO2dG/eNHTsWNltWp/Xzzz+PGjVq5EdEIiIiIqJHkkgkCAjUsfmKAGR9PzzftA269RzkbL4CgPCIklCq1AKTkSdx2O1ITkpg8xURERER5djw4cPRrl07t/ovv/yC+fPnC0jkOcqUKYPTp087v8qUKSM6kjCJiYno16+f23KDCoUCixYtglrN30uJiIhIDDZg5bEHx6AuXLjwkcfevHkT27dvd2537do1j1IREREREeWMQqGELiQcKrVGdBTyAFovb7zcawgaNGrpUj976gh+XvgNzCajoGTkSawWCxLi42AyGkRHISIiIqIConz58pg2bZpb/e7duxg6dKiARJ5FpVKhSpUqzi+VSiU6klDbt2/Hf//7X7d6pUqVMGnSJAGJiIiIiNiAladUKhUaNGjg3N65c+djn7Njxw7n4xYtWuRFLCIiIiKiHNF6+SAoOBQymUx0FPIAkSWi0HfwSJQoVdZZs1ot2LJpNX7bsAJWi0VgOvIUmRnpSIiPc053JiIiIiJ6HLlcjp9++glardZt36BBgxAfHy8gFXm68ePHZ7vc4DvvvIOGDRsKSERERERFnVx0AE/m7++PV155BVWqVIGfnx9SU1Nx+/Zt7Nu3D6dOnXrs8ytUqOD8sMput+PYsWOPfc7Ro0edjytVqvT04YmIiIiInpJEIoGffxDUGk69IgCQoG7DpmjU9EVIpf/cw6NPSsCGNYsRf++OwGzkKRwOB1L0STAaMkVHISIiIqIC5v3330e9evXc6nPmzMGmTZsEJKKCwGKxYMCAATh69KjLRDCpVIqFCxeiRo0aMBg4lZeIiIjyDxuwHqFLly4uSwg+6OLFi5g6dSp+/PHHhz6/QoUKzsf37t2DyWR67DVv3LjhfBwUFASdToeEhIQcZ46IiHjk/vDw8Byfi4iIiIiKHrlcgYBAHWRy/qpAgFqtwUsde6B0OdebQy6dP4Xff13FJQcJQNYktOSkBNisVtFRiIiIiKiAqVy5Mj755BO3+qVLl/Duu+8KSEQFydmzZ/Hpp5/iiy++cKmXL18ekydPxpgxYwQlIyIioqKIn6o8pfLly2P+/Pno0qULevbsicxM97t8g4KCnI/v3r2bo/PGxcW5bAcGBj5RA9atW7dyfCwRERER0YM0Wi/4+gVAIpGIjkIeIqJ4lEvzlc1mw67tm3Ds0G6BqciTGDIzkJqSDIfDIToKERERERUwUqkUP/74I5RKpUvdarWib9++yMjIEJSMCpKvvvoKXbt2Rf369V3qI0eOxNq1a/HXX38JSkaealOPptAqsj4iz7RY0W75n4ITERFRYSF9/CFFz/Xr1/HVV1+hbdu2iIyMhEqlglarRfny5fH666/j3LlzzmM7duyIn3/+OdsPqby9vZ2Pczrm9N/HPXgOIiIiIqK8kLXkYCD8/APZfEUuYi6dxdGDWc1Waal6rFg8h81X5JSiT0KKPonNV0RERET0VEaNGuXWNAMAX375JQ4ePCggERVENpsNAwcOhNHoOqFZKpViwYIF0Gq1gpKRpyob4IMKQb6oEOSLsgE+ouMQEVEhwglY/7Ju3TosWrQo2zeQL126hEuXLmH+/PmYM2cOBg0aBADo3LkzevfujSVLlrgcr1arnY/NZnOOrv/vZQo1Gs0T5Y+MjHzk/vDwcBw6dOiJzklEREREhZdMLkdAoA5yuUJ0FPJQu7Zvgt1uw8F9O2E0uE/+paLHZrMhOSkeVotFdBQiIiIiKqDKli2Lzz//3K1+7tw5TJo0SUAiKsjOnz+Pjz/+GF999ZVLvUyZMvjiiy/w9ttvC0pGRERERQknYP1LSkrKY+/etVgsGDJkCHbt2uWsvf/++27HPdht/+8Rug+jUqlctnM6Oeu+2NjYR37duXPnic5HRERERIWXWqOFLjiMzVcEANAFhyGyRJRb3W7PWnaQzVcEAEaDAQn37rD5ioiIiIiemkQiwfz5891uQLfb7Rg8eLDbjepEOfH1119j7969bvURI0agcePGAhIRERFRUcMGrKfkcDgwceJE53a1atUQERHhckx6errzcU4nWf37uAfPQURERESUW3z9AuAfEMQlBwkAUKV6HfQe+BY6dO0Lb29f0XHIQ6Wm6KFPTuCSg/RYCoUCffv2xa+//opr167BYDDg9u3b2LNnD9555x0EBQUVqGtHRUVh4sSJ2LlzJ+Li4mA0GpGRkYGbN29i06ZNGD16NHQ6XR68GiIiosJp+PDhaNKkiVt91qxZ2Ldvn4BEVBjY7XYMHDgw28EGc+fOzfGgBCr8av34G8p9twHlvtuAWj/+JjoOEREVImzAega7du1yWVqwUqVKLvsTExOdj0NDQ3N0zrCwMJftpKSkZ0hIRERERORKJpMhSBcKrZe36CjkAeRyBdq0/w9e7PAfyBUKaL280a5rb0il/FWR/mG32ZAYfxeZGWmio1ABUKFCBRw4cAA//fQT2rVrh5IlS0KtViM8PBzPP/88vvrqK5w5cwZt27b1+GtLJBJ8/vnnuHDhAj755BM0bdoUoaGhUKlU0Gq1iIyMRNu2bTF9+nRcvnwZQ4YMyfXXREREVNiULFkSX375pVv9ypUr+OijjwQkosLk0qVL+OCDD9zqlSpVwrhx4wQkIk+Ubra6fBEREeUWvqv+DKxWKxISEpzb/77b8cKFC87HISEhbssLZqdEiRLOx4mJiS7nJyIiIiJ6Fiq1BrrgMCh41ycBCAjUodfAN1H1uTou9dgbV8EBR3SfyWRE/L07sFjMjz+YiryIiAhs27YNNWvWBJA1hWDnzp2YP38+1q9fj8zMrKVMQ0NDsW7dOjRv3tyjr/3dd9/ho48+gkKRtVSvwWDArl27EB0djeXLl+PIkSPOY/38/PDDDz9gxIgRufaaiIiICqPvv/8e3t7uNwQNGTLE+e810bP45ptvsH//frf6hx9+iIoVKwpIREREREWFXHSAgs7Ly8v5OCMjw2XfhQsXYLPZIJPJIJVKUaNGDRw4cOCR56tVq5bz8blz53I3LBEREREVWT6+/vDy9hEdgzxE+UrV0abdK1A+cJOI0ZCJzeuX42rMeYHJyJOkpaYgIz1VdAwqQH7++WdEREQAAK5du4bOnTvj5MmTzv1BQUFYtmwZWrVqBaVSiZUrV6JMmTJISUnxuGs3bdoUw4YNc24vW7YMY8aMwZ07d1yOq1evHubNm4dq1aoBAKZOnYrVq1fj9u3bz/yaiIiICptevXrhxRdfdKt///332LFjh4BEBUd8fDwmTJjgsk3Zs9vteO2113DkyBFnIz0AqFQqfP/992jWrBmXVSciIqI8wQlYzyAqKgp+fn7O7X+/uWYymVy67Js1a/bYczZt2tT5ePv27c8ekoiIiIiKNKlUhkBdCJuvCEDWEpQt2nRGh659XJqv7sTewE/zZ7L5igBkfWCRlHCPzVf0RNq2bYsmTZoAyHo/pGPHji4NUEDWpO/OnTsjJiYGQFZT1NixYz3y2gMHDnQ+Pnr0KHr37u3WfAUABw8eRLt27WAwGAAAGo0G3bp1e9aXREREVOj4+/vj66+/dqvfvHkzV34eKOzi4+MxceJE5xcbsB7t1KlT+O9//+tWb9KkCQYPHiwgERERERUFbMB6BoMGDXI+1uv1OH78uNsx69atcz5+8M277ERGRqJly5bZPpeIiIiI6EkplSroQsKgVD5+KWwq/Hz9AtCj3+uoUed5l/qxQ3uw/Kc5SEvViwlGHsVsNiHhXhzMZpPoKFTAvPnmm87H0dHROH36dLbHZWZm4pNPPnFuDxs2DDKZzOOuXb16defj5cuXP3JKwq1bt7Br1y7ndvny5XOcnYiIqKiYPHkyQkND3eqvv/46UlPZ+E+577PPPsPly5fd6l9++WW234tEREREz4oNWA94cDnBx2nYsCHeeecd5/ayZctgs9ncjouOjkZ6ejoAoGLFio/srJ86dSrk8qxVIffu3Ytjx47lOA8RERER0YO8fXwRqAuBVMof+QkoUaoc+g56G2HFijtrJpMRG9Ysxo4t62G3u/8uQ0VPeloqkhLu8fuBnpiXl5fLDWULFix45PGrV69GWloagKxJVPenV3nStb29vZ2Pk5OTH5sjKSnJ+Zj/9hIREbmqV68ehg8f7lZfvXo1fv31VwGJqCgwGo0uS0rfFxAQgBkzZuR/IPIY79SviA+fr4wPn6+Md+pXFB2HiIgKEb4j9IBXXnkFBw4cQL9+/eDr65vtMSqVCiNGjMDWrVuh0WgAZL0RN3HixGyPj4+Px/Tp053bs2bNwn/+8x+XY+RyOaZMmYLevXs7ax988MGzvhwiIiIiKoKkUikCgoLh7eP3+IOpyDBkpkOuUDi34+/dwZIF3+DS+VMCU5GncNjtSE5KQHpaiugoVEA9//zzUKvVAID09HQcOnTokcebTCbs27fPud2iRQuPu/aNGzecj6tUqfLYHFWrVnU+PnHixGOPJyIiKipkMhm+//57twbltLQ0jBw5UlAqKiq2b9+OhQsXutV79uyJdu3a5X8g8gjDapbFiLoVMKJuBQyrWVZ0HCIiKkTkogN4mnr16mHRokWwWCw4f/48zp8/j+TkZMhkMkRERKBhw4bw8/vnw6zMzEx07twZcXFxDz3nZ599hkaNGqFly5bQarVYsWIFTp48iaNHj0KtVqNJkyYoVqyY8/hPPvnEZXQ9EREREVFOKBRKBATqIH3GpZyo8Im/dwc7/liP1u1exunjh7D9j19gtVpExyIPYDGboU9OyHaiM1FOVapUyfn41KlTOfp+Onr0KNq0aeP2fE+59vr169GqVSsAwKuvvorZs2dnu4QNAPTr1w/VqlUDACQkJGD58uVP9BqIiIgKsxEjRqBGjRpu9fHjxyM2Njb/AxVQKpUKZcqUcW7HxMTAZOKy4Tnx7rvvon379ggODnapz549G5UrV4bRaBSUjIiIiAobNmA9hEKhQLVq1ZxvoGXnwIEDGDhwIM6fP//Ic1mtVnTr1g1z585Fjx49AADVq1dH9erVXY4zm82YMGECpkyZ8uwvgIiIiIiKFC9vH/j4+ouOQR7s1PGDSE6Kx60bV0VHIQ+RmZGG1BS96BhUCFSoUMH5+Pr16zl6zoMTpipWfPplP/Lq2nPnzsXQoUNRrVo1+Pr64tChQ5g2bRrWrVuHq1evQq1Wo1y5cnj99dfRp08fAIBer0f37t2Rmpr6VK8lIiLikfvDw8Of6rxERESiREZG4rPPPnOrHzt2DLNnzxaQqOAqU6YMzpw549yuUqUKzp49KzBRwZGYmIjRo0dj8eLFLvWoqCiMGzcOEyZMEBOMiIiICh02YD1g6dKluHjxIp5//nk0aNAAZcqUgU6nQ1BQEKRSKVJSUnD16lXs378fq1atwp49e3J87tTUVPTs2RM//PADBgwYgIYNGyI8PBwWiwU3b97E77//jvnz5z+2mYuIiIiI6EESiQR+/kFQ/708NhV1EtRv1AImYyaOH9nntpfNVwQADocDKfokGA2ZoqNQIREUFOR8fPfu3Rw958FJ4oGBgR53bZPJhCZNmmDVqlVo2bIl/P398dlnn2X7IbLZbMYvv/yCDz74ABcvXnzCV/CPW7duPfVziYiIPNHMmTPh7e3tUrPb7Rg+fDgnsFK+WrJkCQYMGIDWrVu71N9//30sWrQIV65cEZSMRHh32zEo/l4W1WK3C05DRESFCRuwHmA2m7Fv3z7s2+f+QUVu2bZtG7Zt25Zn5yciIiKiokOuUCAgMBgyLjlIANQaLdp16olSZSrAZrMi7s4txN2+KToWeRir1YLkpATYrFbRUagQefCDVYPBkKPnPHjcvz+Y9ZRr6/V6tGrVCm3atMF3332H0qVLZ3vckSNHsHz5cly6dCmHqYmIiAq/9u3bo1u3bm71OXPm4ODBgwISUVH31ltv4dSpU1Aqlc6aWq3GzJkz0bFjR4HJKL+tv8TlT4mIKG9IRQcgIiIiIqInp9F6QRccxuYrAgCER5RAv8EjUapM1lJcMpkcbTv1hETCX/noH4bMDCTG32XzFeU6tVrtfGw2m3P0HJPJ5HyseYYpjnl5bblcjg8//BBLly5F6dKlkZ6ejt9++w1z585FdHQ0jh49CgBo2LAhli9fjr/++gshISFP+Uqylml61FfdunWf+txERET5SaVSYebMmW71uLg4fPjhhwISEQEXL17EtGnT3OodOnRAhw4dBCQiIiKiwoYTsIiIiIiIChCJRAJfvwBotF6io5CHqFW3MV5o0c6lGS9Fn4TNvyyFw8FR+pS15GCqPhkGQ4boKFRIGY1G5+MHJwo8ikqlcj7O6eSq/Ly2RqPBxo0b0aJFCwBZ0zrGjRuHlJQUl+Nq166NxYsXo2LFimjUqBF+++03NGjQIMfNYA+KjeWd+EREVDiMGTMGZcqUcauPHj3a7d9Sovz0+eefo2/fvihevLhLfdasWdi6davLz5ZERERET4q3QxMRERERFRAyuRxBwaFsviIAgEqlRseX+6FZ644uzVdXLp3Dkh9nIe7OLYHpyFPYrFYkxt9l8xXlqfT0dOfjnE6zevC4B5/vKdeePn26s/lq4cKFeP3117P9wPjIkSNo0aIF7t27BwCoWbMmRo4cmeP8REREhU1ERAQ++ugjt/q2bduwbNkyAYmI/pGZmYnRo0e71aOiovD+++8LSERERESFCRuwiIiIiIgKALVGC11wGORyhego5AGCQ4uhz6C3Ua5CVWfNbrfjrx2bsW5lNIzGp58mQ4WH0ZCJhPg4WK0W0VGokEtMTHQ+Dg0NzdFzwsLCnI+TkpI86trFihXDkCFDAGT93Zrdh8gPunPnjssyS6+++mqOchARERVG//3vf+Hl5XrTkNVqxdtvvy0oEZGr1atXY8uWLW71cePGoXTp0gISERERUWHBJQiJiIiIiDycr18AtF7eomOQh6hWox6at+nk0oyXnpaKTb/8jFs3rgpMRp4kNSUZmRlPP1WI6ElcuHDB+bhkyZI5ek6JEiWcj8+fP+9R127VqhXkcrnz/Ldv337sObdv3+58XKlSJXh5eSEjg5PniIioaHnhhRfQq1cvt/rs2bNx9uxZAYmIsjdixAicPHnSZQlrtVqNGTNmoFOnTgKTUX6oERoAmUQCALA5HDh+N1lwIiIiKiw4AYuIiIiIyEPJZDLogsPYfEVOtes3Qet2L7s0X924dhmLf5zJ5isCANhsNiTG32XzFeWrc+fOOR9Xq1bNZVnUh6lVq1a2z/eEa0dERDgfPzhh61ESEhJctn19fXP0PCIiosJCJpPhm2++cavfu3cPEyZMyP9ARI9w4cIFTJ8+3a3esWNHtGvXTkAiyk8rujbCxh5NsbFHU6zo2kh0HCIiKkTYgEVERERE5IFUak3WkoMKLjlI/zh3+ijS01Kd2/t3b8PqpfPYbEMAAJPRgIR7d2CxmEVHoSJm7969MBqNAABvb2/UqVPnkccrlUo0aNDAuf3g9ChPuLbB8M8yroGBgTnKERQU5LKt1+tz9DwiIqLCYujQoXjuuefc6h988AFSUlIEJCJ6tM8//xw3b950q0+bNs05DZWIiIjoSbABi4iIiIjIw/j4+iMgUAeJlD+uk6vMjHT8uu5nZKSnYc2y+di76w84HA7RscgDpKXqkZyUwO8HEiIjIwPbtm1zbg8cOPCRx3fr1s05ISoxMRG7du3yqGvfuHHD+bhixYoICwt7bI4WLVo4H9++fduliYuIiKiwCwwMxOeff+5WP3ToEBYsWCAgEdHjZWRk4J133nGrV6xYEa+//rqARERERFTQ8RMdIiIiIiIPIZXKEKQLhZe3j+go5AFkMjlkMve7bmNvXsX8b6fi2pWLAlKRp7HbbEhMuIeM9DTRUaiI+/bbb52PBw4ciMqVK2d7nEajwaRJk5zbc+fOhc1m86hr79ixA1arFQAglUqz/UD5QaGhoRg5cqRz+/fff3+i/ERERAXdZ5995jYNEgBGjBjBGwTIo61cuRJ//vmnW33ChAk5noRKBc9vV+5gw6VYbLgUi9+u3BEdh4iIChE2YBEREREReQCVSg1dSBgUSqXoKOQB/PwD0XPAG2jeplO2+61WSz4nIk9kNpmQEB8Hi9kkOgoRNm3a5JwmpVarsXHjRlSrVs3lmMDAQKxbtw7lypUDkDWBaurUqdmer2TJknA4HM6vAQMG5Nu1k5OTER0d7dwePHgwZs+e7Zyc9aCaNWti27ZtCA0NBQDYbDZ89dVXD81KRERU2FStWhXDhg1zqy9cuBAHDhwQkKhwiomJQZUqVZxfMTExoiMVGqNHj4bdbnepBQYG4tNPPxWUiPLa238cwWubDuK1TQfx9h9HRMchIqJChIsYExEREREJ5u3jC28fP9ExyEOUKV8ZL3boDrVag9CwCMTevIpzp4+JjkUeJj0tFelpKaJjELno3bs3Dh48iGLFiiEqKgrHjx/Hn3/+iZiYGAQHB6NVq1bw8vICAFgsFnTv3h0pKbnzfZzb1x47diwaNWqEihUrAgDefPNN9O/fH7t378bNmzehVCpRrVo11K5d2+V548aNw9mzZ3PlNRERERUE06ZNg0wmc6mlpqbigw8+EJSocDKZTPwZI48cO3YMCxYswODBg13qb7zxBr777jucP39eUDIiIiIqaNiARUREREQkiFQqhX+ADkqVSnQU8gBSqRSNm7VFnQZNXOrVa9ZnAxY52e12pCQnwmQyio5C5CY2NhYtWrTA0qVLUbNmTUilUjRv3hzNmzd3Oe7evXt49dVXsX37do+9dlJSEpo1a4Yff/wR7dq1AwD4+Pigbdu22R6fnp6OMWPG4IcffsidF0RERFQAvPTSS2jTpo1b/bPPPkNcXJyARERP5+OPP0b37t3h4+PjrMnlckybNg3t27cXmIyIiIgKEjZgEREREREJoFCqEBAQBOm/7hSmosnbxw/tu/RCRPEol/rJYwew44/1glKRp7GYzUhOSoDdbhMdheihLly4gPr166Nnz57o1asXqlSpgtDQUOj1ely5cgVr1qzBggULkJiY6PHXvnv3Ltq3b4/69eujT58+aNCgAaKiouDr6wuLxYLExEScOnUKW7duxcKFC6HX63P9NREREXkqmUyW7bK7MTExmDVrloBERE8vLi4O//d//4cpU6a41Nu1a4eXXnoJv/32m6BkREREVJBIADhEh6D8ExERgVu3bgEAIiMjERsbKzgRERERUdHj5e0DH19/0THIQ5QoVQ7tuvSEVuvtrFnMZmzdvAbnznDyFWXJzEhDaopedAwiEojv6RARkScZNmwY5syZ41Z/5ZVXsHr1agGJiJ6NSqXC+fPnUapUKZf6uXPnUL16dVit1ly/Zr2ywdj+SQeXWotJG3HwcnyuX4uIiIjyHidgERERERHlE4lEAv+AIKjUGtFRyANIJBI0aNwSDRq3hEQiddYTE+5h45rFSEy4KzAdeQqH3Y4UfRKMRoPoKEREREREALKW5Z00aZJbfffu3Wy+yiPBwcF44403nNvffvst4uPZpJObTCYT3nvvPaxcudKlXqlSJQwfPhyzZ88WlIyIiIgKCjZgERERERHlA7lCgYDAYMi45CAB0Gi90K5zL5SMKudSP3f6GLZuXgOLxSwoGXkSq8WC5KR42GxccpCIiIiIPMcHH3yAkJAQt/qYMWMEpCkagoODMWHCBOf2ypUr2YCVB1atWoVdu3ahSZMmLvUJEybgp59+QkpKiqBklJsODGwDL0XWR+QZFivqL/xDcCIiIiospI8/hIiIiIiInoXWyxu64DA2X5FTrbqNXZqvrFYrtm5eg83rl7H5igAAhswMJMTHsfmKiIiIiDxKiRIlMHr0aLf6kiVLcOjQIQGJiHLX6NGjYbfbXWpBQUEYN26coESU2wLUSgRpVQjSqhCgVoqOQ0REhQgbsIiIiIiI8sj9JQd9/QJERyEPs3/3VsTdvgkA0CcnYtmib3Hy2AHBqcgTOBwOpCQnIUWfJDoKEREREZGbKVOmQK1Wu9SMRiM+/PBDQYmIctfRo0cRHR3tVh81ahQiIyMFJCIiIqKCgg1YRERERER5QC5XQBccBrVGKzoKeSCbzYaNa5fgzMkjWLLgG9yLixUdiTyAzWpFYvxdGAwZoqMQEREREbmpW7cuevfu7Vb/+uuvcePGDQGJiPLG+PHjYTAYXGpqtRqTJk0SlIhyk8Vuh8lqg8lqg+Vf086IiIieBRuwiIiIiIhymUbjhaDgUMjkctFRyAOEhEXAy9vHrZ6akozfN66AyWjI5llU1BgNmUiIj4PVahEdhYiIiIgoW1999ZVb7d69e5gyZYqANER5JzY2FjNmzHCrDxgwANWqVcv/QJSrqszdhFL/W49S/1uPKnM3iY5DRESFCBuwiIiIiIhykZ9/IPwCAiGRSERHIQ/wXK0G6Nn/DbTv0hsSCX/9ouylpiRDn5wIh8MhOgoRERERUbbat2+PJk2auNU/+eQTpKWlCUhElLe++OILJCQkuNSkUimmTp0qKBERERF5On4CQERERESUC2QyGXQhYdBovURHIQ+gUCrRrnMvtHypK+RyOSJLlEajpm1ExyIPY7PZkBAfh8yMdNFRiIiIiIgeSiqVZjvl6uzZs5g3b56ARER5LzU1FZ999plbvW3btmjZsqWAREREROTp2IBFRERERPSM1GoNdMFhkMsVoqOQBwgKDkWfV0egYpUazprDYefScuTCZDQg4d4dWC38viAiIiIiz9a3b99sl10bN24cbDabgERE+eO7775DTEyMW/3LL7/k5HMiIiJywwYsIiIiIqJn4OvnD/9AHSRS/mhNQKWqtdB74FsIDApx1jIz0rF66Y/Yv3ubwGTkSdJS9UhOSuCSg0RERETk8VQqVbZTgHbv3o0NGzYISESUfywWCz788EO3eq1atdCrVy8BiYiIiMiT8VMiIiIiIqKnIJXKEKQLhdbLR3QU8gByuRyt272Mtp16QKFQOuuxN69i8fyZuHHtksB05CnsNhsSE+4hIz1NdBQiIiIiohx54403UKJECbf6uHHjBKQhyn8rV67EoUOH3OqTJ0+GSqUSkIiIiIg8lVx0ACIiIiKigkalUsM/IIhTrwgA4B8QhA7d+iIktJhL/dC+ndjz5++w2+2CkpEnMZtM0Ccn8PuBiIiIiAoMX19ffPTRR2719evXY8+ePQISEeU/h8OBsWPHYseOHS71UqVK4fXXX8eMGTPEBKOnNrlZdahkMgCAyWbDRztPCk5ERESFBRuwiIiIiIiegLePH7x9fEXHIA9RtkIVvNihO1QqtbNmNGTit40rcOXSOYHJyJOkp6UgPS1VdAwiIiIioicyduxYBAUFudRsNlu2S7JR3jKZTDhz5ozLNuWfnTt3YuPGjejQoYNL/cMPP8S8efOQnp4uKBk9jf9ULAEflQIAkGaysAGLiIhyDW/ZJyIiIiLKAalUisCgEDZfkQut1tul+Sruzi0s/nEWm68IAGC325GUcI/NV0RERERU4ISHh2P06NFu9ejoaJdGIMofMTExqFq1qvMrJiZGdKQiZ9y4cW4TjYODg7P9/4SIiIiKJjZgERERERE9hlKpgi4kHEqVSnQU8jAnjx3AudPHAADHj+zF8kXfIjUlWXAq8gRmswkJ9+JgNvPOdCIiIiIqeD799FNotVqXmtFoxKeffiooEZFYZ86cwU8//eRWf/fddxEYGCggEREREXkaLkFIRERERPQIXt6+8PH1Ex2DPNjWzWtw8fxJxFw8KzoKeYiM9DSkpepFxyAiIiIieirlypXD4MGD3erffPMNbt26JSARkWeYMGECevXqBaVS6az5+vpi3LhxGDt2rMBk9CQG/3oAMokEAGBzOASnISKiwoQTsIiIiIiIsiGRSBAQFMzmKwIASCRSPN+kDULDI932WSxmNl8RAMBhtyM5KYHNV0RERERUoE2cOBFyuev9+3q9HlOmTBGUiMgzXLt2DXPnznWrv/XWWyhWrJiARPQ0/roZj5037mHnjXv462a86DhERFSIsAGLiIiIiOhfFAolgkPCoVKpRUchD6D18sYrvYegQeOW6NC1D1RqjehI5IGsFgsS4uNgMhpERyEiIiIiemrVqlVDr1693OpTp05FcjKXWyeaPHkyMjMzXWoajQbjx48XlIiIiIg8BRuwiIiIiIgeoPXyQVBwKKQymego5AEiS5RG38EjUbxkGQCAn38gWrXtJjgVeZrMjHQkxMfBZrOJjkJERERE9EwmTpzoVouLi8OsWbMEpKH7ypQpg9OnTzu/ypQpIzpSkRUXF4eZM2e61QcPHsz/LkREREUcG7CIiIiIiJC15KB/gA6+fv6io5BHkKDe883xSu+h8Pb2dVaTkxJwcM92gbnIkzgcDuiTE5GawkkARERERFTw1alTB127dnWrZzfxh/KXSqVClSpVnF8qlUp0pCLtv//9L/R6vUtNoVBk28BIRERERQcbsIiIiIioyJPLFdAFh0Gt4dJyBKg1WnTpPgCNm70EqfSfX5kunj+FJQu+Qfy9OwLTkaewWrOWHDQa+EEUERERERUOn332mVvtxo0bmDt3roA0RJ4rOTkZ//3vf93qvXr1QrVq1QQkIiIiIk/ABiwiIiIiKtI0Wi/oQsIgk8tFRyEPEFasOPoOehuly1Zy1mw2G3ZsWY+NaxbDbDIKTEeewpCZgcT4u7BZraKjEBERERHlisaNG+Oll15yq3/22Wcwm80CEhF5tpkzZ+Lu3bsuNalUis8//1xQIsqpFqVC0SYqDG2iwtCiVKjoOEREVIjwUyYiIiIiKpIkEgl8/QKg0XqJjkIeomad59GkZXvIZP/8mpSaoseva5fgzu0bApORJ0nRJ8GQmSE6BhERERFRrpo8ebJb7fLly1i4cGH+hyEqADIyMjB58mTMmjXLpd6pUyfUrVsXhw4dEpSMHmfOS3Xho1IAANJMFpSfs1FwIiIiKiw4AYuIiIiIihyZXI6g4FA2X5FTizad0bxNZ5fmq6uXz2PxjzPZfEUAsiahJdyLY/MVERERERU6rVq1QpMmTdzqEyZMgJVTX4ke6vvvv8f169fd6hMnThSQhoiIiERjAxYRERERFSlqjRa64DDI5QrRUciDXDx/Cna7HQBgt9uxe+dvWLtiIYyGTMHJyBMYDQYk3LsDq9UiOgoRERERUa7LbvrVmTNnsHTpUgFpiAoOs9mMSZMmudXbtm2LBg0aCEhEREREIrEBi4iIiIiKDF+/APgHBEEikYiOQh7m1o0r2PPn78hIT8PqpT/g4N4dAByiY5EHSE3RQ5+cAIeD3w9EREREVPh07NgR9erVc6t/8sknzptUiOjhFi1ahJiYGLc6p2B5riVnrmHBiStYcOIKlpy5JjoOEREVIvLHH0JEREREVLDJZDIEBAZDruDUKwKkUmm2HyQc2vcnTp84xCXmCABgt9mQnJQAi8UsOgoRERERUZ6QSCTZTu85evQo1q5dKyARUcFjtVoxadIkREdHu9TbtGmDxo0bY/fu3YKS0cNM/Ou06AhERFRIcQIWERERERVqKrUma8lBNl8RgICgYPQd9DYqVq6RzV4Hm68IAGAyGRF/7w6br4iIiIioUOvcuTNq1KjhVh8/fjwnwBI9gSVLluDixYtudU7BIiIiKlrYgEVEREREhZaPrz8CAnWQSPljLwEVKj+HPgNHQBcSjlbtuiEwKER0JPJAaakpSE6M5wdORERERFToffLJJ261ffv2YdOmTQLSEBVcNpst22lyLVq0QNOmTQUkIiIiIhH4SRQRERERFTpSqQyBuhB4efuIjkIeQCaTocWLndG+S28oVSoAgFKpQt2GzcQGI49it9uRlHAPGempoqMQEREREeW5zp07o2bNmm71CRMm5H8YokJg6dKlOH/+vFudU7CIiIiKDrnoAEREREREuUmpVME/UAcpp14RAF+/AHTo2gdhxYq71I8e2o1d23hXN2Uxm03QJyXAbreLjkJERERElC8+/fRTt9r+/fvxxx9/CEhDjxMfH+/SHBcfHy8uDGXLbrdjwoQJWLZsmUu9adOmaNGiBbZv3y4oGREREeUXNmARERERUaHh7eMLbx8/0THIQ5QuWwkvdewOtUbrrJlMRvzx6ypcOn9KYDLyJOlpqUhPSxEdg4iIiIgo33Tq1InTrwqY+Ph4TlIqAFauXImPP/4YVatWdalPmjSJDVhERERFABuwiIiIiKjAk0ql8AsIgkqlFh2FPIBEIkXjZi+6LTEYf/c2NqxdAn1Sgphg5FEcdjv0yYkwmYyioxARERER5avspl8dOHAAv//+u4A0RIWH3W7HxIkTsXLlSpd6o0aN0KZNG06Y8xAXh3eAj0oBAEgzWVB+zkbBiYiIqLDguixEREREVKApFErogsPYfEUAAG9vX/ynz1C35qtTxw9iafT/2HxFAACL2Yz4e3FsviIiIiKiIqdDhw6oVauWW53Tr4hyx+rVq3Hy5Em3enaNj0RERFS4sAGLiIiIiAosL28fBAWHQiqTiY5CHqJ1u5cRWaK0c9tiMeO3DcuxZdNqWK1WgcnIU2RmpCEx4S7sdpvoKERERERE+S67RquDBw/it99+y/8wRIWQw+HIttnq+eefR4sWLQQkIiIiovzCBiwiIiIiKnAkEgkCAnXw8fUXHYU8zLbf18FoyAQAJCXGY+nC/+HsqaOCU5EncNjt0CclIDVFLzoKEREREZEQ7du3R+3atd3qEydOFJCGnoRKpULlypWdXyqVSnQkeoR169bhxIkTbvXx48cLSEP/djfDiNtpBtxOM+BuBidjExFR7pGLDkBERERE9CTkCgUCAoMh49QrykZqSjJ+27gCFSvXwJbNq2Exm0VHIg9gtVqQnJQAG6egEREREVERlt30q0OHDmHTpk35H4aeSJkyZXDmzBnndpUqVXD27FmBiehxPv/8c6xcudKl1qxZMzRu3Bi7d+8WlIoA4IWftoqOQEREhRQnYBERERFRgaH18oYuOIzNVwQACA4Jh0Ti/ivNlUvnsOmXpWy+IgCAITMDifF32XxFREREREVau3btUKdOHbc6p18R5Y3Vq1dn2yTHKVhERESFFxuwiIiIiMjjSSQS+AcEwdcvQHQU8hC16r2A3q+OwPNNWouOQh7K4XAgJTkJKfokOBwO0XGIiIiIiIT69NNP3WqHDx/Gr7/+KiANUeHncDgwefJkt3qbNm1Qr149AYmIiIgor7EBi4iIiIg8mlyugC44DGqNVnQU8gAqlRqdXu6HZq06QCaToX6jFogqU0F0LPIwNqsVifF3YTBkiI5CRERERCRc27Zts2344PQrory1fPlyXLx40a3OKVhERESFExuwiIiIiMhjqTVaBAWHQiaXi45CHiAktBj6DHobZStUddbsdht8/QMFpiJPYzRkIiE+DlarRXQUIiIiIiKPkN30qyNHjmDjxo0C0hAVHTabDf/3f//nVu/QoQNq1qwpIBERERHlJTZgEREREZFH8vMPhH9AECQSiego5AGq1ayPngPegH9AkLOWnpaKlUvm4sSRfQKTkSdJTUmGPjmRSw4SEREREf2tTZs2qF+/vlt90qRJAtIQFT1LlizB1atX3eoff/yxgDRERESUlzhKgIiIiIg8ikwmQ0BgMOQKhego5AEUCiVate2GSlVd7wy9fvUSNv2yFIZMLjFHWXcV65MSYLGYRUchIiIiIvIoH330kVvt2LFjWL9+vYA0REWP1WrFlClTMHfuXJd6t27dsPL7LwWlKtrmtK0LtVwGADBabRi++ZDgREREVFiwAYuIiIiIPIZarYGffyAkUg5qJSBQF4KO3foiSBfqrDkcduzfvR37d2/llCMCAJiMBk69IiIiIiLKRuPGjdGkSRO3OqdfEeWv6OhojB8/HsWLF3epDxwwELAdFBOqCGtRMhQ+qqwbP9NMFsFpiIioMMn3BqzQ0FDUq1cPzz33HEqVKoWwsDB4eXkBADIyMhAXF4dr167hxIkTOHjwIO7evZvfEYmIiIhIAF8/f2i9fETHIA9RqUpNtGrbDQql0lnLzEzH5l+W4frVSwKTkSdJS9UjIz1NdAwiIiIiIo/0wQcfuNVOnz6NX375RUAaoqLLbDZj6tSpmD17tku9RcuWMP/BBiwiIqLCIl8asCpXroy+ffuiQ4cOqFy58hM99+zZs9i4cSOWLFmCM2fO5FFCIiIiIhJFKpUhIFDn0mhDFFW2osv3ROzNa/h13c9IT0sRmIo8hd1mQ3JyIixmk+goREREREQeqWbNmmjXrp1bfcqUKZweSyTA/Pnz8dFHHyE8PNxZk0olAhMRERFRbsuzBiypVIru3btj1KhRqFOnjrMukTzZDxOVK1dG5cqVMXbsWBw5cgRff/01VqxYAbvdntuRiYiIiCifqVRq+AUEQcolB+lftmxejZCwYggMCsHh/buwe+dm/g5AAACzyQR9cgK/H4iIiIiIHiG76VcxMTFYvny5gDREZDQa8d///hfTp08XHaXI67rqL9zvfbOzH5WIiHJRnjRg9e3bF59++imioqIAuDZdpaen49SpUzh37hxiY2ORkJCAzMxMSCQSaDQaBAcHIyIiApUqVULVqlXh7e3tfG7t2rWxePFifP7555gwYQIWL16cF/GJiIiIKB94+/jC28dPdAzyUBazGRvWLEZAgA6XL3ISLmVJT0tBelqq6BhERERERB6tYsWKePnll93qU6dOhc1mE5CIiADg+++/xwcffIDg4GDRUYq0Mwmcrk5ERHkjVxuwGjZsiG+++QY1atQAkNV45XA4sG/fPqxduxbbt2/HsWPHnuicNWvWRIsWLdC1a1c0aNAAEokEUVFRWLhwIUaNGoW33noL+/fvz82XQURERER5SCqVwj9AB6VKJToKeQCpVIq6DZvj+JG9MBkNLvsS4+8iMf6uoGTkSex2O1KSE2EyGUVHIcp3hw4dwg8//ICff/4Z6enpouMQERFRAfD++++7TZqOjY1FdHS0oET0rGJiYlClShWXbSp4MjMzMW3aNHzxxReioxAREVEekADIteGKNpsNDocDEokEsbGxmDdvHn788UfcunUrV84fERGBwYMHY/DgwYiMjASQ9Ua8QqHIlfMXBREREc7/HpGRkYiNjRWciIiIiIoShVKFgIAgSGUy0VHIA3j7+KFD1z4oFlkSly+cwfrVi0RHIg9kMZuRnJQAu5136lPRdP+9FoPBgJUrV2L+/PnYs2eP6FgkAN/TISKinChZsiQuX74Mudz1/vvRo0djxowZYkIRkZO3tzeuX7+OwMBA2OIvw/jb/7nsbzFpIw5ejheUjoiIiJ6F9PGHPJnLly9j0KBBiIqKwqRJk3Kt+QrIukNj0qRJKF26NAYNGoRLly65LG9IRERERJ7Ly9sHQboQNl8RAKBkVHn0GzwSxSJLAgDKVqiCWvVeEJyKPE1GehoSE+6y+YqKPIlEAq1Wi/79++PPP//E2bNnMWbMGOh0OtHRiIiIyMO89957bs1XCQkJmDt3rqBERPSg9PR0zJw5U3QMIiIiygO52oD1+uuvo3LlyoiOjs7TdcRtNhuio6NRuXJlvP7663l2HSIiIiJ6dhKJBAGBOvj4+ouOQh5AIpHg+Sat0a3nq9BovZz1xIS7uHblgsBk5Ekcdjv0SQlIS9WLjkIk3ODBg50TryQSCSQSCcqXL48vv/wSN2/exIoVK/Diiy8KTklERESeICwsDIMHD3arz5gxA5mZmQISEVF2Zs+ezeXFiYiICqFcXYKQPB/H1RMREVF+kisUCAgMhoxTrwiA1ssb7Tr3QolSZV3q504fxdbNa2GxmAUlI09itViQnBSfpzf1EBVE5cqVw5AhQ9CvXz+EhoY66w5H1ts6t27dwo8//ogFCxbg5s2bomJSHuJ7OkRE9DhTp07F2LFjXWqpqakoWbIk9Hq9mFBElK1p06ZhZL9ObksQtv/vNvx56oagVEXDfyqVgEKatcKSxe7AynP88yYiotzBBqwihm/WERERUX7RennD1y9AdAzyEBHFo9C+S294+/g6a1arBTv+WI9Txw8KTEaeJDMjHakpyaJjEHk0qVSKjh07YtCgQWjbtq2zyfl+I5bD4cC2bdvwww8/YN26dWxmLET4ng4RET1KQEAArl+/Dh8fH5f6lClT8OGHHwpKRbklODgYb7zxhnP722+/RXx8vMBE9KwiIiJw+eBW2LZ96VKfe8EbYyZ/IyhV0XBxeAf4qBQAgDSTBeXnbBSciIiICgs2YBUxfLOOiIiI8ppEIoGffyDUGq3oKOQRJKjboAkaNXsRUuk/k9D0yYnYuGYx7t29LTAbeQqHw4EUfRKMBi6LQvQkwsLCMHDgQLz66qsoW/af6YL3m7ESExOxaNEizJ8/H+fPnxcVk3IJ39MhIqJH+eSTTzBx4kSXmsFgQKlSpXDv3j1BqSi3VK5cGWfOnHFuV6lSBWfPnhWYiHLDmnnT0UZ5yqWWVnsoStZsBrOZU8LzChuwiIgor0jz60IxMTGIiYnBJ5988lTPHzduHGJiYnD58uVcTkZEREREuUUuV0AXHMbmK/qbBJ1e7ocXWrRzab66dOE0lvw4i81XBACwWa1IjL/L5iuipxAXF4cvvvgCFSpUQLNmzbB48WIYDAZIJBJIJBLodDqMHj0ap0+fxu7duzFgwABoNBrRsYmIiCiXeXt7Y+TIkW71H374gc1XRB7s5yVL3GrBwcHo16+fgDRERET0rPKtAatUqVIoWbIkgoKCnur5gYGBKFWqFEqVKpW7wYiIiIgoV2g0XggKDoVMLhcdhTyGA3fjbjm3bDYbdm7diA2rf4LJZBSYizyF0ZCJhPg4WK0W0VGICry//voLAwYMQHh4OF5//XWcPn0aAJzNWA0aNMD8+fNx+/ZtzJo1C+XKlROcmIiIiHLLsGHDEBgY6FKzWCz46quvBCUiopy4cfNGtvWxY8dCKs23j3CLnG8OX8RX+8/hq/3n8M3hi6LjEBFRIcJPx4iIiIjomUgkEvj6BUCj9RIdhTzQgT07UCyyFHTBodi49mfcib0uOhJ5iNSUZGRmpIuOQVToVK1aFfXq1UNUVJRzKUIg699rAPD19cUbb7yB4cOHY8GCBXjvvfeQmpoqKi4RERE9I6VSiTFjxrjVFy1ahJs3bwpIRETPqnz58ujWrRtWrVolOkqhxKYrIiLKKwWmAUsmy1qyxGq1Ck5CRERERPfJ5HIEBOoglytERymw7HY7jIZMGAyZsNtscDjskEikkMpk0Gi0UGu0BfyuRwc2r18GAFxijgBkTUJLToqH1cKpV0S5RafTYcCAARg0aBAqVKjgrN9vujp+/DjWrFmDFi1aoGnTppBIJJDJZBg8eDAaN26M559/HikpKaLiExER0TPo06cPihUr5lKz2+2YOnWqoERElBs++OADNmAREREVMAXmk5wSJUoAANLS0gQnISIiIiIAUKs10AWHsfnqKdmsVqTqkxF/9zZSU5JhMZtgs1lht9ths1lhMZuQmvL3fn0ybB5+I4IuOAy9Xx2BgECd2z6jIZPNVwQAMBoMSLh3h81XRLmkXbt2WL16NW7duoWpU6eiQoUKziUHMzIyMG/ePNSrVw+1a9fG5MmT0bJlS5QrVw6zZs2C2WyGRCJBhQoVMH78eNEvhYiIiJ6CRCLB2LFj3eqrV6/GpUuXBCQiotxSq1YttG7dWnQMIiIiegIFogGrVq1aeOmll+BwOHDxIsdCEhEREYnm6+cP/0Cdc7IGPRmz2YSEhLvIzEx3WR5KqtVCERgAqVbrrDkcDmRmpiMh4S7MZpOIuI9VuVpt9Br4JsLCI9GxW1825VG20lL10CcnuHzPE9GTK126ND7//HPcvHkT69evR+fOnaFQKJyNV0eOHMGwYcMQHh6OYcOG4ciRIy7Pv3r1KkaPHo3GjRvD8nczZJcuXQS8EiIiInpWHTt2RMWKFd3qX375pYA0RJTbPvjgA9ERiIiI6AnkyRKE27Zte+i+rl27omrVqjk6j0KhQEREBEqWLAmJRAKHw4E//vgjt2ISERER0ROSSmUICNRBoVSKjlJgmc0mJCXEA8hqQpEolfBrWBuBzRtBXTzCeZzxRiySdu5Byr4jcJjNcNjtSEqIR6AuGEqlSlB6V3K5HC3adEHVGnWdNV1IOGrWbYRD+3aKC0YexW6zITkpARaLWXQUogJLpVLhlVdeweDBg9GkSRNn/X4jdFpaGn7++WfMnTsXx48fz9E5jxw5gs2bN6NTp06IjIzMi9hERESUx7KbfrV9+3YcPnxYQBoiym3NmzdH/fr1ceDAAdFRiIiIKAfypAGrWbNm2d7VLJFIUKxYMbf1yB/n/huKcXFxmD17dq5kJCIiIqIno1Kp4R8QBIm0QAxR9Ug2qxXJSQm433zlVbk8Iof1h8zby+1YdYkIFOvfHaHd2uPWnGhknLsEwIHkpATodKGQyfPkR/kc8w/UoWO3vggOCXepH9y7A4f37xKUijyNyWRESnIi7Ha76ChEBda3336Lnj17wtfXFwBcpk8ePHgQc+fOxbJly2AwGJ743NevXweQ1VBLREREBUujRo3QqFEjtzqnXxEVLuPGjUPXrl1FxyhUAtVK3P+1yuEAkoy8YYyIiHJHnr3D9rDlaJ5mmZrMzEysW7cOH374IRITE581GhERERE9IW8fP3j7+IqOUeBlpKfB8Xcjilfl8igxcigkj/nQW+bthRKjXsONGXORce4SHHY7MtLT4OsfkB+Rs1WuYjW0af8KVCq1s2Y0ZOK3DStw5fI5YbnIs6SnpSA9LVV0DKICb9iwYXA4HM73U1JSUrBkyRLMnTsXp06deqZzszmSiIio4Mpu+tWJEyfw+++/C0hDRHmlS5cuqFy5Ms6ePSs6SqGxf2Ab+KgUAIA0kwXl52wUnIiIiAqLPGnAat68ucu2RCLB9u3b4XA4sG7dOsyaNeux53A4HDAajUhMTMTVq1eznahFRERERHlLKpXCP0AHpcozlrwryOx2OwyGDABZyw5GDuv/2Oar+yRyOSKHD8DF9ybBYTbDYMiAt68fpPk8jUwqlaFpy/aoWdf1Luu42zexce0SpKYk52se8kx2ux36pASYzSbRUYgKDYlEgn379mHu3LlYsWIFjEZjrpx30qRJmDFjRq6ci4iIiPJP5cqV0alTJ7c6p18RFXzpiQnwCy7rUnv33XcxaNAgQYmIiIgop/KkAWvXrocvORIbG/vI/URERETkGZRKFfwDdfne5FNYGQ2ZzpsK/BrWznbZwUeReXvBr0Et6Hftz7pZwZAJrZd3XkTNlo+vPzp07YPwiBIu9eOH9+LPbRths9nyLQt5LrPZBH1SIux2fj8Q5ZZZs2bhhx9+yJM73vV6PfR6fa6fl4iIiPLWu+++61a7du0aVqxYISAN5QeTyYQzZ864bFPhdGrrJjSu2MCl1qdPH3z88ce4ffu2oFRERESUE7nagBUTEwMAiI6OxqRJk1z2RUdHw+FwYO/evbl5SSIiIiLKA17evvDx9RMdo1AxGDKdjwObN3rEkQ8X2Lwx9Lv2O8+XXw1YUqkU/+nzGvwDgpw1s8mEPzatwsVzJ/MlA3m+jPQ0pKXqRccgKnRGjx4tOgIRERF5kIiICPTp08etPn36dFitVgGJKD/ExMSgatWqomNQPriw50/U6qeH1s/fWVMqlXj77bcxbtw4ccEKkbMJKdAqsj4iz7Tw700iIso9udqAVapUKTgcDgQFBbntGzBgABwOB9LT07F8+fLcvCwRERER5RKJRAL/QB1UKrXoKIWO/e8JUVKtFuriEU91DnWJCEi1GtgzDc7z5Qe73Y5d235Fp1f6AwAS7t3BhjWLkZyUkG8ZyHM57Hbo9UkwGQ2ioxAVSuPHjwcAHDx4EL///vsTP79ly5Z4/vnnAQCfffZZrmYjIiKi/Ddq1CgolUqXWmJiIubPny8oERHlJqvZhINrl6HZwOEu9eHDh2Py5MlIS0sTlKzw6LLqL9ERiIiokOJ6MkREREQEAFAolAgOCWfzVR5xOOwAAJla9Uznkf79/Pvnyy+XL57B4QO7cPrEYfy88H9sviIAgNViQUJ8HJuviPLQhAkT8Omnn6Jdu3ZP9fwXX3zReQ4iIiIq2Pz9/TFs2DC3+uzZs5GZmZnNM4ioIDq4eiksJqNLzc/PD0OHDhWUiIiIiHIiVxuwjMasHwb8/LhcDREREVFBovXyQVBwKKQymegohZZEkvWjt81oeqbz2P9+/v3z5QUfX/9s67u2bcIfv66E1WrJs2tTwZGZkY6E+DjY8nEaGxERERFRUTZ8+HD4+Pi41DIzMzF79mxBiYgoL2Tok3B883q3+qhRoyCX5+riRkRERJSLcvVTm3v37gEAatasmZunJSIiIqI8IpFI4B+gg6+fv+gohd795jZ7ZiaMN2Of6hzGG7GwZxpczpe7JKjfqAUGvT4WpUqXz2a/Iw+uSQWNw+GAPjkRqSnJoqMQUQ5IJBIAWf/vEhERUcGlUqkwcuRIt/qPP/6IhAROKCYqbPatWAS73XX6efHixdGzZ09BiYiIiOhxcrVN+sCBAyhRogSqVKmCOXPmYOHChbhz547LDwg+Pj4oXrz4M13n5s2bzxqViIiIqMiTyxUICAqGjFOv8oVGo4XFnDW9KmnHHhTr3/2Jz5G0Y7fL+XKTWqNF2049EVWmAgCgbaee+Gn+TKSnpeTqdahgs1otSE5KgM1qFR2FiHLI398fALgsERERUQHXv39/hIWFudRsNhumTZsmKBHlpzJlyuCXX35xbnfu3BkxMTECE1FeS7x5HRd270ClJi1d6u+99x4WL14sKBURERE9Sq42YM2bNw//+c9/AABDhgzBkCFDXPZLJBL0798f/fv3f+prOBwOKBSKZ8pJREREVNRptF7w8w8UHaNIUWu0SEvVw+FwIGXfEYR2aw+Zt1eOn29Lz0DK/qMAsn6uVudiA1Z4sRJo37WPyyQ0pUqF8IgSuHT+VK5dhwo2Q2YGUlOSOUWHqACRy+Vo1qwZACA29ummLxIREZF4UqkU7777rlt9xYoVuHbtWv4HonynUqlQpUoVl20q/PYsXeDWgFW9enW0adMGf/zxh6BURERE9DC52oC1detWTJ06Fe+///5Dj7k/+p6IiIiI8p9EIoGvXwA02pw3/lDukEql0Gi8kJmZDofZjFtzolFi1GuQyB//I7nDasWtOdFwmM0AAI3GC1Jp7qwmXrNuIzRp0d5lElpqSjI2rl2CuNucPEtZN8GkpiTDkJkhOgpRodevX7+H7qtYseIj9z9IoVAgIiICnTt3RunSpeFwOHDgwIHciklERET5rFOnTihf3n2Z+C+//FJAGiLKLzdPn8CNU8dQolpNl/q7777LBqxnsKJbI2j+fj/OYLWi+5o9ghMREVFhkasNWADw4YcfYsOGDejXrx9q1aqFgIAAKBQKlCxZEg6HA+np6UhKSsrtyxIRERHRY8jkcgQE6iCXc5qoKF7ePjAYM+Gw25Fx7hJuzJiLyOEDHjkJy5aegVtzopFx7hIAQCKVwsvb55mzKFVqtGn/CspXrOZSv3L5HH7bsAJGA5eqIsBmtSI5KQFWq0V0FKIiYeHChdlOmZNIJGjZsiVatmyZzbMez+Fw4Pvvv3/WeERERCTIO++841b7448/cPz48fwPQ0T5as/ShW4NWK1bt0aNGjX4d8BTqhESAB9V1vujaSa+30FERLkn1xuwAGDfvn3Yt2+fS81mswEAoqOjMXLkyLy4bL6YNm0axowZ49y+du0aoqKiHnp8yZIln3gE8OXLl1GuXLmnjUhERETkRq3Rws8/kNNIBbvfBJeUEA/AgYxzl3DxvUnwa1ALgS0aQ108wnms8UYsknbsRsr+o87JV4AEAYE6yHIwNetRgkPC0aFbXwQE6pw1u92OPX/+jkP7/gTAJeYIMBoMSNEncslBonz2sH+rn/bfcIPBgDFjxmD//v3PEouIiIgEqVevHho3buxW/+qrrwSkIaL8dmH3DiTcuApdCdfPIt9991307dtXUCoiIiLKTp40YBVWdevWLdDNY0RERFQ0+foFQOvlLToG/U2pVCFQF4zkpAQ47HY4zGbod+2Hftd+SLUaSNUq2I0m2DMNLs+TSKUICNRBqVQ90/WrPlcXLV7s7DIJLT09FZvW/YxbN64+07mp8EhN0SMzI010DKIiJzo62q02YMAAOBwOXLhwIUfLCDocDhiNRiQmJuL06dPYvHkz0tL4/zMREVFB9eAN4fedPHkSW7ZsEZCGiPKbw+HA3mWL0Gnspy71Hj164MMPP8SNGzcEJSMiIqJ/y7cGrF27dsHhcODSpUv5dclcJZfLMW/ePMhksqc+R2pqKhYtWvTY4+Lj45/6GkRERET3yWQyBAQGQ67gkoOeRqlUQacLRUZ6GgyGDOeEIXumwb3xSiKBRuMFL2+fZ558JZfLUbdBU5fmq5vXY/Drup+RmZH+TOemwsFusyE5KQEWi/nxBxNRrhs0aJBbbcCAAQCArVu38qYwIiKiIqZkyZJ45ZVX3OrTp08XkIaIRDnx+3q0GPIWvAODnDW5XI5Ro0Zl26RJj9bkp624P2CYQ7+JiCg35VsDVvPmzfPrUnni/fffR/Xq1QEAS5YsQZ8+fZ74HElJSRgxYkRuRyMiIiJyo1Jr4O8fCIlUKjoKPYRMLoevfwC8ff1gNGTCYMiE3WaDw2GHRCKFVCaDRqOFWqOFNJf+O1qtVmxYsxi9B74FuUKBA3u2Y++uLXA47LlyfirYTCYj9EkJXHKQyMPcuHEDDocDiYmJoqMQERFRPhs5cqTbTeF37tzB0qVLBSUiIhGsZjMOrP4ZLYe6fsY4dOhQTJo0CXq9XkywAiouwyg6AhERFVJcgjAHKlSogI8//hgAsHjxYmzduvWpGrCIiIiI8oOPrz+8vH1Ex6Ackkql0Hp559sykQnxcfhj0yqYjAZcjbmQL9ckz5eWmoKM9FTRMYgoG1FRUaIjEBERkQB+fn4YMmSIW/2bb76B2cyJtURFzaF1y/FC38FQarTOmre3N4YPH44vvvhCYDIiIiK6jyMRcmDevHlQq9VISkriKE8iIiLyWFKpDIG6EDZfEQBAJpOjWo162e47f+Y4m68IAGC325GUcI/NV0REREREHmbo0KHw8XH9/T4jIwNz5swRlIiIRDKkpuDor2vd6m+//TaUSqWARERERPRvudqA9fXXXyMwMDA3T/lIgYGB+Prrr/P0Gq+//joaN24MAHjvvfcQHx+fp9cjIiIiehpKpQq6kDAolSrRUcgD+PkHomf/19G63cuoVbex6DjkocwmExLu3YHZbBIdhYiIiIiIHiCXy/H222+71RcsWIDk5GQBiYjIE+xb8RPsNptLLTw8HD169BCUiIiIiB6Uq0sQvv322xg4cCBmz56NmTNnIiEhITdP7xQcHIxRo0bhjTfegI+PD0aPHp0n14mMjHSO7dy1axd+/PHHPLkOERER0bPw9vGFt4+f6BjkIcqUq4wXO3aHWq0BALzQoh3u3L6BO7E3BCcjT5Kelor0tBTRMYjob8WLF3fZvnnz5kP3PYsHz0tERESeq3v37m4/A9jtdsyYMUNMICLyCPo7sTi7cwuqtnzJpT5mzBj89NNPglIRERHRfbnagJWZmQlfX1988MEHGDNmDFauXIn58+fjr7/+ypXzv/DCCxg6dChefvllqFQqSCQSpKen58q5s/Ptt9/C19cXJpMJw4YNe+bzyeVytGrVCnXq1IFOp4PRaERCQgIOHz6MgwcPct12IiIieiJSqRT+ATooVZx6RVnfD42bvYQ6DZq61BMT7sKQmSEoFXkah90OfXIiTCaj6ChE9IBr167B4XAAABwOBxQKRbb7nsW/z0tERESe65133nGrrVu3DjExMQLSkCeIj4/HhAkTXLapaNq34ie3BqwaNWqgWbNm2Llzp5hQBcywmmWhlGUtEmW22fH9scuCExERUWGRqw1YFSpUwLRp09C9e3eo1Wr07dsXffv2RVxcHNavX4/t27fjr7/+wt27d3N0vrCwMDRu3BgtWrRAp06dEBYWBgCQSCQAgOXLl+Pdd9/NzZfg1KNHD3Ts2BEAMHXqVJw/f/6ZzxkZGYktW7Zkuy8pKQnffvstvvjiC2RkPP0HZBEREY/cHx4e/tTnJiIiIs+hUKoQEBAEqUwmOgp5AG9vX7Tr2huRxaNc6qeOHcSOLb/AarUKSkaexGI2IzkpAXa77fEHE5EQ99/veNJ9REREVHg0a9YMtWrVcqtPmzZNQBryFPHx8Zg4caLoGOQBbp09iRunjqNEtRou9TFjxrABK4feqV8RPqqsm1PSTBY2YBERUa7J1Qas27dvo1evXpg+fTomT56Mli1bAshqpHrttdfw2muvAQASEhJw4cIF3Lp1C4mJicjMzIREIoFGo4FOp0NkZCQqVKiAoKAgl/Pff7Nxy5YtGD9+PA4dOpSb8Z0CAwMxa9YsAMCFCxcwefLkPLnOv6/58ccf45VXXkGnTp1w6dKlpzrPrVu3cjkZEREReRovbx/4+PqLjkEeokSpcmjXuSe0Xt7OmsVixrbf1uLsqaMCk5EnycxIQ2qKXnQMInqIGzduPHTK1aP2ERERUeGT3fSr/fv3Y+/evQLSEJEn2rdikVsDVseOHVG+fHlcvHhRTCgiIiLK3Qas+w4dOoQ2bdqgZs2aGD16NF5++WWo1Wrn/uDgYOh0ukee4993dhqNRqxatQozZszAsWPH8iK209dff42QkBAAwPDhw595acDU1FSsXr0av/32G44dO4bY2FhYLBaEhISgQYMGGDZsGFq3bg0AqFixIn777TfUr18fCQkJz/xaiIiIqPCQSCTwDwiCSq0RHYU8gEQiQf1GLdHwhZaQSKTOelLiPWxYsxiJ8TmbOkuFm8NuR4o+CUajQXQUInqEqKiop9pHREREhUvFihXRoUMHtzqnXxHRg87/tR3Jd2IREO66Ks7IkSPx5ptvCkpFREREedKAdd+xY8fQv39/vPnmm+jWrRs6duyIli1bwtfXN0ej81NSUrB9+3Zs2LABa9asQVpaWl7GBQC0bt0a/fv3BwAsXLjwmcd13rlzB8WKFct2WcHY2FisXr0aq1evxtChQzFnzhxIpVKULl0aU6ZMwdChQ5/4epGRkY/cHx4enmeTw4iIiCjvyBUKBAQGQ8YlBwmAUqlCh259Uap0eZf6+TPHsWXzalie8QYCKhysVguSE+Nhs3HJQSIiIiKigmD06NFutWvXrmHt2rUC0hCRp7LbbDiwagleGjHWpT5w4ECMHz8eSUlJgpIVDJN2n4ZcmvU5tdXOacNERJR78rQB6760tDRER0cjOjoaQNZdHNWrV0dUVBRCQ0Ph5eUFAMjIyEBcXByuXr2KkydP4sKFC/kRz0mr1eL7778HkLVM4rvvvvvM5zSbzTmaoPXDDz+gZMmS+OijjwBk/ZD00Ucf4d69e090vdjY2KfKSURERJ5L6+UNX78A0THIg1gsrj9fWq1W/Ll1A04c3S8oEXkaQ2YGUvR8w5WIiIiIqKDQ6XTOm8MfNGPGDN5UQVCpVChTpoxzOyYmBiaTSWAiEu3oxjVoNugNqL28nTWtVothw4ZhypQpApN5vsWnrwm9/sFX26C4rxf23orHy6t3C81CRES5K18asP7t/PnzOH/+vIhLP9LkyZOdo/3feecdJCYm5uv1p0yZgtGjR0Or1UIul6N169ZYsmRJvmYgIiIizyGRSODnHwi1Ris6CnkYh8OBzeuXoe+gkbDbbdi4ZjHuxrERn7K+N1L1yTAY3CfwEhERERGR53rjjTegVqtdanq9HvPnzxeUiDxJmTJlcObMGed2lSpVcPbsWYGJSDRTZgaOblyD53u4Nm6+9dZb+Oqrr2CxWAQlIyIiKrqkogN4ipo1a2LEiBEAgO3bt2PRokX5niEjIwMHDhxwbleqVCnfMxAREZFnkMsV0AWHsfmKHsqQmYG1y3/E4h9nsfmKAAA2qxWJ8XfZfEVUhCmVSjRt2hTdu3dHs2bNoFQqRUciIiKiHFCr1XjzzTfd6nPnzkV6erqARERUEBxYtQT2f03IK1asGHr06CEoUdHUvVIJ3BnZFXdGdkXDCJ3oOJRLVr/cGHdGdsXBV9uIjkJEBYiQCVieqHr16pDJZACAEiVKYN++fQ89Njg42Pk4PDzc5djPPvsMmzZteuocd+7ccT7W6fiPNBERUVGk0XjB1z8AEolEdBTyACFhEWjQqAU2/bIUVqvVZV9CfJygVORpjIZMpOiT4HA4REcholwml8vRr18/AMDdu3cf+p5Dt27d8O2337q8l5Camop33nkHCxYsyJesRERE9HT69u2LkJAQl5rFYsGsWbMEJSKigkAfdxtn/9yKqi1edKmPGTMGixcvFpSKiIio6GIDVjbKli2LsmXL5uhYlUqFBg0aOLcfbM56Gl5eXs7HGRm8c52IiKio8fMPhEbr9fgDqUioXqsBmrXqCLlcjuZtOmPLptWiI5EHSk1JRmYG74onKqzatGmDefPmweFw4OOPP862AatRo0ZYtmwZpFKpSwO3n58ffvjhBwBgExYREZGHkkgkGDNmjFt9+fLliI3ltGMierR9K35ya8CqWbMmmjVrhp07d4oJRUREVESxAcvD1KxZ0/n49u3bApMQERFRfpJIJPAP0EGlVufeSVVKyMNDIC8WCllEKOTFQiEN9IdEmvXBrH7aPNj1qTk+l7p2NSgqloYsJAgSlQoOgxG2hCSYz1yC6cgpwGp7/HkAyIqFQlW7KuQlikHq7wuJQg6H2QJ7kh6Wa7dgOnwK9oTkHJxIBlXNylBULgd5WDAkGhUcJjPsSSkwn7sM08ETcJjMOXt9HkahUKJV226oVPWfnw2r1aiHyxdO42rMBYHJyJPYbDYkJ8XDarGIjkJEeahVq1bOx0uXLs32mK+//hoymQwOhwMmkwlnzpxBeHg4wsPDIZFIMH36dKxfvx6JiYn5FZuIiIhy6KWXXkKlSpXc6tOmTROQhogKmltnTuDm6RMoXvU5l/ro0aPZgPUQ5QJ8cP++FYcDuJScJjYQEREVGmzA+lt0dDSio6NzdOyAAQOwcOFCAMC1a9cQFRWVKxlatmyJEiVKOLf5gxEREVHhI9VqIVOrYDOaYM/MdNYdDgf0+kQEBOqgVKpy5Vq+g7tDHh7y+AMfQ14qEt7d20Pq4zqZS+LjBamPFxRRxaGu/xzSfl7/6MYpiQTa9s2hqvucswnMuUsjgzQiDPKIMKgb1IRhxz4Y/zz40FPJQnXw7tkRMl2A63nkcki9tJAXD4e6QU2kL98I642C1dQepAtFh259EaT757+dw2HH/t3bcO3KRYHJyJOYjAbokxO55CBREVC7dm0AWe8/XL9+3W1/9erVUbt2bTgcDty4cQMtW7bE1atXIZFIMG/ePAwcOBA+Pj7o168fZsyYkc/piYiI6HFGjRrlVtu+fTuOHz+e71mIqGDau3wRelR1bdrs1KkTypUrh0uXLglK5bl+7dEUPioFACDNZEH5ORuf6jwNI3RY88oLLrV/bwPA3lvxeHn17oeeJ1CtxOAaZdC2TDiK+2oBAFf1GdhwKRbzjsfAkIObXsO91RhQrTSalAhGST8veCsVSDGZcTYhFZtjbmPpmesw2+xP+Aqz56tUoE/VUmhWMgTlA30QoFbC5nDgdroBp+7pse3qXfx6ORbGB6734J/VyD+OYMW5G2haIgS9q5RErbBABGtVUMllqPDdRqSaXW80bF+2GDqWi0CtsADoNCrYHcCddAP2xSZgwckrOJfw6BuMm5QIRo9KJVEjLABhXmrIpVLojWYkG824kJiKXTfisTnmNpKMWTfyzmhdCz0ql3Q+v7ivF+6M7Op23vuvg4joQWzAykMKRdY/3pYc3JGu0+kwZ84c5/bZs2dx9OjRPMtGRERE+UeiVMKvYW0ENm8EdfEIZ914IxZJO/cgZd8ROMxmOOx2JCXEI1AXnGtNWPfZDUbY7sRDFhwAqY93jp8nKxYCn35dIVFm/VxjOnEO5pPnYU9Lh9RLC0WlslDVrgZZcBB8BryM1O+XwpGe/TLKmjYvQF2/BgDAYbbAePAErFdvwp6eCamfDxTlo6CqWQUSmQzaVo3hMJhgOnjC7TxSPx/4DHwZUu+shjDzhSswHT0Ne3IKJGo1FOVKQV2/BqS+3vDu2wVp85bDdq9gTPyoVLUmWr3UDQql0lnLzEzH5l+W4fpVvmFGWdJS9chI592ZREVFVFQUHA4HTp06le3+jh07Oh9/+umnuHr1KoCs5u53330XvXv3hkKhQJs2bdiARURE5GEqV66MNm3auNWnT58uIA0RFVTn/9qG5DuxCAiPcKmPGjUKb775pqBUlBPPhfpjQYcGCPfWuNSrhfijWog/OpaLwCurd7s1JT1oSI0y+KhRFajlMpd6sFaNpiXUaFoiBENrlMXADftwOTn9mfJ2KR+JqS1qwPfvBrYHlQ3wQdkAH3StUByyPySPbE76ovlzGFC99COvVcxbg3nt66FmWKD7tQJ9UDbQB32qlsLMgxfw5f5zbsdIAMxoXRvdK5dw2xfipUaIlxoVgnzRqXwkHHDg5zPuNzwRET0pNmDloWLFiuGvv/7CN998g+XLl+PGjez/oWnXrh3+97//oVSpUgAAu92Od999l3ezExERFQJelcsjclh/yLy93PapS0SgWP/uCO3WHrfmRCPj3CUADiQnJUCnC4VM/mw/qpmOnoEx4xCssXdhT9IDAHwG/eeJGrC8OrZyNl9lbNjm0hBlA2C5fB2Wy9ezplH5+0L74gvIWP2b23kkWjXUDbOW03NYrEiduxS2uwn/nOv2XVjOXYbl7CX49O8GANC0aAjToZNZs8AfoG3b1Nl8Zdh9GIbfd7nst169CfPZS/Ad1B1SjRraji2RNn9Fjl+zCDKZHM3bdEL1mvVd6rE3r+HXdT8jPS1FUDLyJHabDcnJibCYTaKjEFE+CgzMerM5Pj4+2/1NmzYFkHXz15o1a1z2JScnY8+ePWjevDmqVKmSt0GJiIjoiY0cOdKtdvHiRWzatElAGiIqqOw2Gw6s/hkvvfWeS33gwIEYP348kpKSBCUr3I7fTUazxVvxUulwjHs+6/etUVuO4Phd1xUCMi3ZT7AK8VLjp04NoZBK8fWB89h9Kx5pJgui/L3xVp3yziasT16oine3Hcv2HKPrVcDYhpUBANdTMrDw5BVcSkrDvQwjdFoVWpYKQ79qUSgT4I3lXRvjxWU7kJD5dO8r9alSCl+1ynp/12q3Y+2FW/j9yh3cSs2ERCJBCV8tGkTo0L5ssUeeZ0iNMqgW4o9T9/T48cQVnE9MhUIqQa2wQFjsWVOzgrUqbOjeFMV8NLDa7fjl4i1sv3YXN1IzYbM7UCXYDwOrl0aVYD+Mrl8RZpsdMw5dcLlOv2qlnM1Xl5LS8NOpqziXmAq90Qy1XIaSvl6oGRaAF0uHuzzvi71n8d3RS5jRujZqhAbgTroBvdbtcXsdd9KMT/XnSESFGxuw8ljx4sXx5Zdf4ssvv8TVq1dx6tQpJCQkwGKxIDg4GPXr10dEhGtH+tixY7F582ZBiYmIiCi3eFUujxIjh0LymEYqmbcXSox6DTdmzEXGuUtw2O3ISE+Dr3/AI5/3OKb92f9inlOysGDII8MAANabd7KdRgUgq3Hq3CUoq5SHsnolGLbvgz3ZtWFIHhkOiSzrLizz2UsuzVcu57p0DZYbt6EoUQxSLy1kwYEu06skGjUUlcoCAGwpaTBsyX58t+1WHIwHjkPTuA4UpSIhjyoO69WbT/YHkE/8A4LQoWsfhIS5/kx4eP8u7N65GXZ77owHp4LNbDJBn5zA7weiIkj591TE7KZrSyQS1K9fHw6HA4cPH0ZGhvsUytjYWABAUFBQ3gYlIiKiJxIYGIh+/fq51WfOnMmbs4noiR3duAbNXn0daq9/brzUarV47bXX8MUXXwhM5nl234yHRpH1PqXhIc1ROWGw2nAhMQ3PhfzzHu6NlExcSMzZ1PKyAT64k25AxxU7cT3ln9/lTsWnYMvVOGzp3QJlArzxSsXi+Hz3aehNrr8T1gkPxDv1KwEA5h27jAl/nYbtX/9+7Lh+D79cvIXl3RqjmI8G4xpWfmgz16OU8ffG5GbVAQCpJgv6rd+Hg7ddVxw4fjcZ6y/FYsJfp7KdkHVftRB//Ho5FsM2HXLJe+jOP42CM1vXRjEfDe5lGNFj7R6cT3RdZvDY3WQsO3sdc9rWRfuyERhdvyJWnb+BW2kG5zFdKxQHAMSmZaLd8p1IN1tdznH4ThJWX7iJ8X+edMkbl2FEXIYRmZas4612e47/mxIRSUUHKEqioqLQqVMnDBo0CMOGDUO3bt1cmq9u3bqFTp06Ydq0aY84CxERERUEEqUSkcP6P7b5ynm8XI7I4QMg+ftDVoMhQ3ijhbz4P3f/mC9ceeSx5gtZyx1JpBIoq5Z32y9R/7Okol2f6rb/QQ/ul6iULvvkEWGQSLN+hLVcugY84s/IcvGq83F2mTyB1ssbfV5926X5ymg04JdV0di1/Vfh3wPkGdLTUpCUeI/fD0RFVHp61hIR9ydhPahmzZrw9s76gGX37uybkg2GrDeg5c84WZOIiIhy12uvvQaNxnXJKb1ej+joaEGJiKggM2Wk4+jGNW71ESNGQKF4eDNMUTTo1wPotW4veq3bi0G/HhCaZfyfJ12ar+4zWG2YfzwGAKCSy1CnmPsNNSPrVoBMKsG5hBR8+tcpt+ar+w7dSUL0yaz3dl+uWBwq2ZO3B7xZpzxUfy9x+PHOE27NVw8y2+yPnLKVbrbgna3HHpr3uVB/NC8VCiDrz+ffzVf3We0OvLftOExWG5QyKXpWKemyP1irBgCcvKt3a756kANAiunhSzwSET0JNmDloevXr6Nq1aoYOnQoFixYgIMHD+LKlStISUmBxWJBYmIiTp8+jQULFqB79+6IiorChg0bRMcmIiKiXODXsHa2yw4+iszbC34NagEAHA4HjIbMvIiWYxKN2vnYke7+RsCDHtyvKF3cbb8t4Z/R21J/30ee6/5+h90BW6LeNZM255nsLplKPPJYUTIz0nHm5GHn9t24WCz5cRZiLp4VmIo8hd1uR1LCPaSnPbppkYgKt5s3b0IikaBmzZpu+9q3b+98/LAGrICArLux09J4xy4REZGnkMvleOutt9zq8+bNy3aiJRFRThxYtQR2m+tEp2LFiqFHjx6CEtGjpJos2Bxz+6H7j979ZyJUKT/X95m1ChmalggBAGy4FAv7YwYn7rmVtRqBWi7Dc6FPvurCi6WzVkm4k27A6gvPtsrAH1fiHtnw1L5s1o2qRqsNmx7x5wMAyUazs0Grbrhrk9qd9KybkepH6FDG39vtuUREeYG3Pz6F6OjoHN+FcubMGZw5cwbz5s3L41RERETkSQKbN3rK5zWGftd+AIDBkAmtl7hfDh3mf34RfnCCVXYe3C8L0bntt92+C+utOMgjw6CsXA7G0EPZLkOoKFcKihLFAADmMxfgyDS47HeYzQ9cU41HkT6QSRroB8hlgPXpx4rnlV3bNyGsWHHE37uNnVs2wmZ7+B1ZVHSYzSbokxJht3ve9ywR5a+DBw+iatWqKFu2LFq3bo0tW7YAANRqNQYPHgwga3nCXbt2Zfv8SpWylqS4ceNG/gQmIiKix3rllVdcVscAAJvNhtmzZwtKRESFgT7uNs7t2oYqzdu41MeMGYPFixcLSkUPc0Wf/sjGqWTDP++D+ihdP9KvHuwPxd+TrMY2rIyxDSvn+Loh2ke/z/tvxX21CNRkPWd/bMJjm70e53R8yiP31/y7QUwtl+HmiC45Pm+ol+t7xYtPX0Xj4sEI1CixrU8LbLt2Fzuv38WRuCRcSEx76AQuIqJnwQYsIiIiolwm1WqhLh7x+AOzoS4RAalWA3umwe2Otfxmu/fPKGl5VHFgz5GHHiuP+mfqldTXG5BK3ZYHTF++Ed59u0AeqoPva71gPHgC1qs3YU/PhNTPG4rypaGqWQUAYLlyA5nrt2WT6Z87v+SlIx+Z/8FMEqkUUl8f2JP0j3xOXlOp1DCZjC41u92GVT/PhdXKxivKkpGehrRUvegYROQhlixZgkGDBgEAVq5ciZkzZyI+Ph79+/dH8eLF4XA4sHHjxmwnXPn6+qJixYpwOBw4c+ZMfkcnIiKihxg1apRbbe3atbh+/Xr+h6ECISYmBlWqVHHZJsrO3uWL3BqwatasiRdeeAF//fWXoFSUnUzLo98LfLDRSSqRuOwLesImqgdpFE/WHhCk+edacenGRxyZM3qT+ZH7dZqne22av5dIvO+Xi7EI8zqFsQ0rQauQo13ZYmhXNuvG33SzBftiE7H2wk2svxjLZiwiyjVswCIiIiLKZbLHTIt6HKlaBXumAQ6H/fEH5yHr9dis5ihvLRTloiAvXQLWK+7TM2RhOqhquN5lJVEp4TD8q9FIn4rUuUuhqlUVmhfqQtO4DtC4jssxtnuJMOw+DPOJs8judip7kh7WuHjIw4IhD9FBWasKzEfdP1CW+HpD3bCWWyZRJBIJGjZpjWrP1cOSH2chPd11STk2XxEAOOx26PVJMBkNjz+YiIqMnTt3YsOGDejYsSO8vb3x0Ucfuey3WCyYNGlSts/t1KkTZDIZHA4H9u/fnx9xiYiI6DHq16+P+vXru9VnzJiR/2GowDCZTDh79qzoGFQA3DpzAjfPnEDxKs+51EeOHMkGrEJELv2nIWvGwfNYd/FWjp97J+3Zm6iehe0xI7Tuv7ZkoxldV2U/6Tk7Fpv7eb8/dhkrz91Ax/IRaFI8BHXCAxHipYa3UoHWUWFoHRWGEXXKY8CG/biZmvlkL4SIKBse0YClVqsREBAAuVyOmzefbd1YIiIiItFsRtMzPd/+9/MlEmluxHl6NhsM2/bAq3NrSKQS+PTpDMOOfTCfugB7WjokWi2UlcpA06oxIJPBYbVBcv9OI4UcyKaHRFGuFFTPVcqakpUNqS4QqhqVYE9OgfVa9m8cGP74C959u0IilcCrU2vIggJgOnIadn0qJGolFGVLQdO6MaTeWjisVkjkWT/ySp7w7q7covXyRrvOvVCiVFkAQPuuvbFyyVzY7WIb7MizWC0WJCfFwyZ48h0ReaZevXphyZIl6Ny5s0s9IyMDQ4YMwalTp7J93pAhQ5yPt27dmqcZiYiIKGeym351+PBh7NmzJ//DEFGhtH/lYrcGrC5duqBkyZKctFdIJD6wPKHN4cCFRPeJyLl3rX/e6w71Vj/iyNy7Xln4wFshR0xyOqzPuOZhktGM6JNXEX3yKgCglJ8XmpUMQb9qUais80MlnR/mtauHF5ftzIX0RFTUCWvAeuWVV9CnTx80btwYAQFZa7k6HA4oFAqX44KCgtC9e3cAwKVLl/iGIREREXk8e2YmjDdjn2oZQuONWNgzszqXpDLZY47Oe6bDpyAN8IOmSfAhM9kAAQAASURBVD1IlApoX2wC7YtNXI5x2B0w/P4n1C/Ug8Rb+/cT3UdJa1o1gqZp1l2+1tt3Ydh5ANbrt+AwmiDRaqEoUwKaFg2hKF0C8pIRyNy4HabD7h8oWy5dQ+av26Ft1wwSmQyaJvWgaVLP7TjjvqOQFy8GeWRYVk7zo8db54XIElFo16U3vL19nbXQ8EiEhkXizm33aWJUNGVmpCM1JVl0DCLyYAaDAd26dUO1atXwwgsvwNfXFzdv3sSmTZuQnJz93x+BgYGIiYnBlStXkJaWhosXL+ZzaiIiIvq3yMhIvPLKK271mTNnCkhDRIXV2Z1bkRp/F77Boc6aTCbDm2++ibFjxwpM5hm29G4Or79v1MywWNH65x3PdD4Ri9edvqeHze6ATCpBg2K6PL3WzdRMJGaaEKRVoUExHaSSbBcuyDUn7+lRP0IHhUyKuuGB2BebmKvnv5aSgYUnr2LJ6Wv4tUczVAvxR/XQAJTx90aMPt15HFclJKKnke8NWOXLl8fy5ctRrVo1AFnLsTxKYmIiRo0ahTJlyiAuLg7FixeHg3/jERERkYeRSCRQa7QwZGYAAJJ27EGx/t2f+DxJO3Y7H2s02lzL9ywMW3bDcvk61I3rQFEqEhJlVsO8w26H9VosDDv3w3r1ZtYkLAAOmx2OfzVgKcqVcjZfWa7HIm3BKuCBST+O9AyYT5yD5cIV+A7rDZkuANoOLWC5Hgt7fJJbJtPBE7DevAN1k7pQlC0F6QPLPlpvxcGw+xAsZy7B7+2B/1wjMz/Ha0tQt2FTNGr6IqTSfyaZ6ZMSsGHtEsTfvZ2PWchTORwOpOiTYDRwxDkR5cypU6ceOu3q35KSkjB48OA8TkRERERP4s0334Rc7vqxzJ07d7BixQpBiYioMLLbrDi0djlavva2S33IkCGYMGECMjOL9vsQJX294KPKen8zzWR55vMZrf+8x6mS5c+KBnqTBXtj4/FC8RA0jNThuVB/nLirz7Pr/XblDvpULYViPhp0q1Acq87n3YpWv16+jaE1s1YSGF6rXK43YN1nsTuw91YCqoX4AwCCtCqXBizj3+9dKz3gJmkiKjjytQGrYsWK2LNnD/z8/JyNVxkZWR9Senl5PfR53333HaZNm4awsDA0a9YMO3Y8WycyERERUW6SyxUICNRBIpXCaMjMaqrYdwSh3dpD5v3wn3H+zZaegZT9RwH809DlKaxXbyL96k1AKoXUWwvI5bCnpQMWKwBA6ufjXOLPFu/+S7GqTjXnY8OW3S7NVw9yGE0w/Lkf3i+3hUQmg6p2VRh+25XtsbY795Cx/FdAIoHE2wsSpRz29Mx/pm9JJfh/9u47PKo6fRv4fabX9EAgoYTem4QivVeliIB0pENAV1dd14Jl111/++ouCIiFJiIIElBAmhQRBQIEpLdQEiCQNumTmczMef+IDIwTSCGZM0nuz3Xl2plnTrmH5cLJnOc8X5l//uQphzkXjoysAo9T2jQaLfo/NQp16jd2qV++eAY7t26A1eLJRjDyVjZbHkypybDbbFJHISIiIiIiD9DpdJg+fbpbfcmSJbBKMLGZypfg4GDMnj3b+XzJkiVISkqSMBF5u2NbvkPXiTOgVN+/adHf3x/jx4/HZ599JmGyiudu9v3v+ur6G7A/LtEj5/3o8AV0CguGTBDwxcB2GLP5N1wxPfz7z+oGLbrVqoK1Z4u/DOXi45fwTKMa0Cjk+Gf3lriRno2jCe43zQKAUibAV6NCco6lwNcLc+R2Cn6OS0S3mlXQt041vP5kE/zrt3MP3V4AMLBedVxOzcSl1PtLMY5sXBObL92E1e4ocD+1XIYnw/KnhzlEETfSs11ev5OV//9rkFYNH5USGdbHb9YjoorPYw1YMpkMUVFR8PPzAwDs3bsXb7zxBqKjo7Fw4ULMmTPnofuuX78eH330EQCgb9++bMAiIiIir6HV6eHj6+9sLtdq9cjJyYJoteLm0lWo+eJ0CIrCP3KJNhtuLl3lXCZPq9W7TE7yGg5HgY1M8j+W+QMAW5z7dCd5cOD912/dfeQpHnz9wf0eShQhZma5jfuWh1Rx/tnbbt4p/DilIKRaGAYPHwcfX39nzW6348DeH3Hi6MFH7EmViTknGxnpJk72JSIiIiKqRMaPH4+AgACXWm5uLhshqEiCg4PxzjvvOJ9v2LCBDVj0SDlpJpzevQ1tBg93qc+bN4//7pSy04lpyLLmwaBSYk7bBkjNteJCSgby/mj8MdvsuJVpLvXzHrmdgn/9dg5vdGqKGj567BrTExvPx2HfjUTcysyfchagVaFJkC+61aqCjqFBiLljKlED1rW0bLyx/3d81LsNfNRKbHymCzZdvImdVxNwMzMHggCEGXXoEBqEp+uH4p+/nsX683Elfm9zdx7DtlHdUMNHj3kRDdGrdgi+PXcDpxPTkGm1Qa9SoJaPDq1DAjCgbjWEGLQYGXXQpQFrQd8nML9Lc/x07Q6ib6fgalomMiw2+KgVqB9gxLhm4c7pV9uu3HZppAOAI7eSMbZZbchlAhb0bYMvTsYiKdsC8Y9voe9m5yLTyhsriciVxxqwxo4di4YNG0IURWzatAkjR44s8gWH27dv49q1a6hduzbatm1bxkmJiIiICicIAnx8/aHVuU640huMMOfmQHQ4kH3+MuL+9znCZk585CQse1Y2bi5dhezzl/OPLZNBbzCWaf7Spm7e0PnYevqi2+ui44E7jeQy4BG/mwoPNp45Cr5DqShUD2Y6daHExymqVm2fRLdegyCX3/+InZmRhq2b1iDhVsm/cKCKJT0t1blUKRERERERVQ6CIOCFF15wq69Zs4ZNNERUZg5/t8atAatJkybo06cPdu/eLVEq6TX74sdSPZ7ZZseS45fxascmqGbQYkn/CJfXf7uZhGc2ls2NmYuOXUJSTi7e79oCRrUS45qHY1zz8Idun/EYSy5+c/YGLDYH/t2zJQwqJUY2qYmRTWqW+HiPkpRjwaBvf8Yn/dqiW80qaBrsi/e6tXjo9jaHAzl57isuBGhVhebce/0OXvopxq2+5fItzH6iARoF+aB/3eroX7e6y+sv7Dr+WE1mRFQxeawBa9iwYQDy7+iYNWtWse/2PnPmDMLDw1G/fv2yiEdERERUZHKFAv4BQVAolA99LTU5CYCI7POXcemV9+DboQ0CenaGpkaoc9vcuFtI3XcQ6YdjnJOvAAH+AUGQF2FqlreQh4ZA2Tj/M5otIRG26zfdtnGkpgFV80c6K8NrIO9C7EOPp6hTw3W/EpD5GqFp1zL/GJlZsJ5xbworTb5+Aejac6BL89X12Iv48Yd1yDXnlOm5qXyw2+0wpSbBlsdx5URUchqNBoMHD0a7du1Qu3Zt+Pj4QKl0/zxSEFEU0bt37zJOSERERAXp06cPGjdu7FZfsGCBBGmIqLK4G3sJ104cRXhr14agefPmVeoGrIctSfc4/ht9EVdMWRjdpCaaBPnCX6OCWiEv9fMU5Ntzcdh+JQHPNa2FHrWqoGGgD/w0KgBAWq4V19OzcTwhFXtv3MWhm8mPda6NF+Ox98ZdjG9eGz1qVUU9fyN81UrkORy4nWnG74km7Lx6BzuvJjz2+0rKsWD0pl/RMTQQwxvWQET1QIQYNNArFTDn2ZGQZcaFlAz8ejMJP8YmuC152PWrn9CjdhW0rRaIOn4GBOnUCNCo8rNmmfH7XROiLtzE3hsFr9aQa3fg6Q0/Y2ab+uhVuypq++lhUCohlwmP/d6IqOLy2JW9J554AqIo4uDBg0hOLv4/7vf2CQwswjI0RERERGVEo9XB1y/AueRgQVQqNQKCgmFKTYbocEC0WpF24DDSDhyGTKeFTKOGI9cCR47r6GlBJoN/QBBUKnVZv42iUyogKBQQzbkFviwLDoBxzNMQZAJEux3Zmwv+8sZ6/gpUjesBAHT9uyIjPgFitntjkizIH9pu7R/Yr+BGLcGoh5hZ8BQhwWiAYfwwCKr8C9LZW/YANvc7oEpTeloq9u36AX0GPgOHw4FDv+zGkV/3AW4LI1JllGs2Iz0thUsOEtFj+etf/4o333wTBoOh2PsKgsB/g4iIiCT04osvutX27t2L06dPez4MEVUqhzd87daANXjwYNSrVw9XrlyRKFXFtOXyLWy5fKvQ7dqt2FWk493MzEG1BZuKtG2GNQ+fnbiCz06U/f+nplwrFh69hIVHLxV5n0O3kov8Xtz3TcGhWynF3u+yKROXTZn4/MTDbwQuTKbVhv8cPo//HD5f4mMQUeXisQas4OBgAMD169dLtH/eH3eKK8rRNAgiIiKqWHx8/aHTF+2ip0qlRlBQVWRnZcJsznZe9HTkmN0brwQBWq0eeoOxVCdfyQL8oKjlOhpZ9sBSiKqm9V2yiNY85J297Lq90QDfOeNhvRCLvCs34EhOhWizQ+ZrgLJ+ONStm0JQKiA6RORs2Qv77YLvGLL+fh629q2gCA2BPNAfvpHjkXvkJGzXb0HMtUDQaaGsWxOadi0haPIb0KznLhc4TQsyAX4vTUXe5WvIu3QN9sQUiHl5kOn1UNStCXXb5pD9cQzz/sPIe0gTV2k7fTIa/oHBuHblAuJveOac5P0y0tOQk50pdQwiKue++OILTJ48+ZEN4EREROSdGjVqhAEDBrjV//e//3k+DBFVOhd/3Q/T7Zvwrx7mUp87d26BS6MSERFRyXmsm8lisUClUhV5NP6f3WvgMplMpRmLiIiIqFByuRx+/kFQqlTF20+hgI+fPww+vsg158BszoHDbocoOiAIMsjkcmi1Omi0OshkslLPrahVHYbh/R/6uq5/N5fndlM60v/UgAUAgkoJdYtGULdoVOBxHJnZyN621615y3UjEZlfbYJh1GAo69SAzKCHrlenh25uOXMR2Rt3PvR1QSGHqnE951StPxNzLcjZfRCW6N8fnqmEFAolqofVQtx19zvKDuzZVurno/LJYbfDlJqMvDxr4RsTET3CwIED8fzzzzubuePj47F27VqcOHECKSkpzhvWiIiIyDvNmzfPrXblyhVs28bfH4mo7IkOB6Kj1qJf5Csu9cmTJ+PNN99EZiZvGiMiIiotHmvAunv3LoxGI+rXr1+i/du1awdRFBEfH1/KyYiIiIgeTq3Rws8vAMJjNEjJZDLo9IYiT8/yJo6MLGR/vxuK8BpQVAuGoNdDUCkg5uTCnpQK64VYWE+chWgpvMlEzDEjc8UGKOuHQ9WiIRShIZAZ9YBSCdFqhSM9E7b4BFhPnoMt7vYjQonI2rgdyto1IA8Lgcygg6BWQzTnwp6ahrxLV2GJOQsxy32Jw8flFxCEp4aPQ0BgML5dvRR3bvOzKbmzWHKRlprM5b6IqFRMnTrV+fibb77BlClTYLWyuZOIiKg88Pf3x4QJE9zqCxcuhMPhkCAREVVGMds2o8eUOVBpdc6a0WjE5MmTsXDhQgmTERERVSwea8A6dOgQ6tevj4iICFSpUgWJiYlF3rd3794IDQ2FKIo4cOBAGaYkIiIius/o4we9wSh1jBKznjiH1BPnHu8gNhssx07Dcux06YQC8pcOvHztsY5hPXke1pPnSylR0TRo3AJ9B46ASp2/vOHgYWPx9fKFyDWXfqMXlV+ZGenIzsqQOgYRVSDt27cHACQmJmLq1KlsviIiIipHpk6dCr1e71JLT0/HihUrJEpERJVRblYGTu74Ae2GjXapz507F4sWLap0DaF/f7IJVHI5AMBqt+OD3x7z+1MiIqI/lP5aNw+xefNmAIBSqcS//vWvIu9nMBhcuq83bNhQ2tGIiIiIXMhkcgQEVSnXzVdUeuRyOXr0fRqDh411Nl8BQE52FhSKki2vTRWPw+FAanIim6+IqNQFBARAFEXs27cPFotF6jhERERURDKZDLNnz3arL1u2DFlZWRIkIqLK7MjGb9xq9erVw8CBAyVII61JLepgRpt6mNGmHia1qCN1HCIiqkA81oD1/fff4/fff4cgCJg4cSI++ugjKJWPvmDVrFkzHDhwAA0bNoQoitizZw+io6M9lJiIiIgqI5VKjaAqIVCp1IVvTBWej68/Ro2fhdZtO7nUTxz9Feu++hRZmekSJSNvYrVakJx4B1YrGyOIqPQlJycDADIzMyVOQkRERMUxaNAg1K5d26XmcDiwaNEiaQIRUaWWfOMarkT/6lafN2+eBGmIiIgqJo8tQQgAEydOxIEDB2A0GvHCCy9g1KhRiIqKQsuWLZ3bzJs3DyEhIejUqROefPJJCIIAIP8LxylTpngyLhEREVUyBqMPDEZfqWOQlwiv1wgDnhoFjVbnrFktFuz68TtcOn9KwmTkTbIyM9iIR0Rl6vz586hWrRpq1KghdRQiIiIqhsjISLfa1q1bce3aNQnSEBEBhzesQb12rjcZ9unTB02aNMG5c1yGj4iI6HF5tAHr9OnTePrpp7F+/XpUqVIFISEhzhG8oigCAD7++GPn9vearxISEjBkyBDcvHnTk3GJiIiokpDJZPD1D4RarZE6CnkBQZChU7e+aPdkD5d6UmICtkR9jbTUZImSkTcRHQ6kpaXCkmuWOgoRVXCrV69Gr1690KVLF/j6+iI9nU2fRERE3q5hw4bo27evW33x4sUSpKGKwGKx4OzZsy7PiYrrypGDSI67hqCa4S71efPmYebMmRKl8rwXdh+H/I9r0PY/rk8TERGVBo8tQXjPL7/8gpYtW2LFihXIy8uDIAgP/bHZbFi5ciXatm2L48ePezoqERERVQJKpQpBwSFsviIAgE5vwLNjp7k1X535/SjWrlzM5isCAORZrUhOusPmKyLyiDVr1uDQoUPQ6XT46KOPpI5DRERERXDvxvMHXbp0Cbt375YgDVUEsbGxaNasmfMnNjZW6khUDomiiCMb17rVx48fD39/fwkSSWN7bAK2XrmNrVduY3tsgtRxiIioAvHoBKx7EhMTMXXqVLz22mvo3bs3OnbsiOrVq8PX1xfZ2dm4e/cujhw5gp07dyIhgf/hIyIiorKh0xvh4+sndQzyMn7+Qc7Htrw87Nm5GWdPHZMwEXmTnOwsZKSbpI5BRJWIw+HAs88+ix07dmDSpElQqVR4+eWXkZSUJHU0IiIiKoDBYMCkSZPc6osXL3auBEJEJJWT279Hr2lzoTEYnTWdToepU6fiP//5j4TJiIiIyj8BAD/xVyKhoaHOpRzDwsJw69YtiRMRERF5niAI8PULhEarlToKeaHQGrXx7NjpSDOlYmvU10hOuiN1JPICoigiPS0VueYcqaMQUSXz1ltvAQCMRiMiIyOhUqlgtVpx8OBBnD59Gunp6UW+mPv++++XZVQqY/xOh4iofJg1axaWLFniUsvKykJYWBiXEiYiF+3qBWPv24Ndal9vPofbidllet7+c19Fx5HjXWpxcXGoU6cO7HZ7mZ6bqDQ1D/bFzCfqo331QARp1VAr5ACAF3Ydx/rzcRKnI6LKSJIJWERERERSUSiV8A8IhlwulzoKealb8dfxw3ercTPuKqxWi9RxyAvYbHkwpSbDbrNJHYWIKqF33nnHrcFKrVajZ8+e6NmzZ7GOxQYsIiKisjdnzhy32urVq9l8RURe48h336D9iLGQyWTOWs2aNTF06FBs3LhRwmTlV/Tkvqjhoy/Stm//fApfnCz+MqIfdG+JyS3rOJ+XRpNRRLUAPFEtAC2q+KF+gBEBGjX8tSpAFJGaa8X55AzsupqA7y7Ew2x7dHNewgvDinzeyVsOY8fVx1sFq1vNKvjq6Y5QyWWFb0xE5CFswCIiIqJKQ6vTw9cvQOoY5CWqhdZEeL1G+O3nXW6vXb1yXoJE5I3MOdnISDdxqRAikpQgCEWqPQr/HSMiIip73bt3R9OmTd3qixcvliANEVHBTAk3cenXn9GoSw+X+rx589iA5aU6hgZhYovwUj/ugr5PINzPUOBroUoFQo069A4PwQvtGmL2jmOIvp1S6hlK6r2uzaGSy5BtteFfv51FzB0Tcv64eTIhMzf/f/9oCvv23A28uDtGsqxEVHmwAYuIiIgqPEEQ4OPrD62uaHchUcXXJqIzuvQcCLlcDlNKEs6fOSF1JPIyoigiI80Es7lsx/4TERXm3XfflToCERERFVFkZKRbbd++fTh79qwEaagiqVu3Lr7//nvn8yFDhiA2tvgTdIjuObxxjVsDVteuXdGqVSucPHlSmlAe0r56IGR/3NDiEEUcKcWmopN3TXhx9/FHbpOYXbyJ+1qFHB/3bg2ZICAxOxdV9JrHiegi12bHwfgknLiTisupmUjKsSDFbIFSLkNdPwOeahCGPuEhCDXqsHbok+i3dh+umLIeecwdsbfx70PnHrnNzQzzY+UONWrRINAHALD6zDUs+/3qYx2PiKi0SNaAFRwcjLZt2yI8PBw+Pj5QKpVF3pcj84mIiKio5AoF/AOCoFAU/bMGVVxqtQZ9Bz+L+g2bOWu9+w/H7Zs3kJ6WKmEy8iZ2mw2m1GTYbHlSRyEiwnvvvSd1BCIiIiqCGjVqYOjQoW51Tr+i0qBWq12mq6nVagnTUEVw7fgR3I29jKp167vUX3jhBUyePFmiVJ6x+umOMKrzvyvOtOShwdKtpXbsnDwbLqZkltrxAOCNTk1R28+AM0lp+OnaHbzYrlGpHbvPN/tgf8i05Jg7Jmy4EI/ZT9THW52bQadU4JUOjTFj+9FHHjPdklfqfwZ/FqLXOh/HFtIQRkTkSR5vwGrXrh3++c9/onv37sUel38PG7CIiIioKDRaHXz9Akr8mYMqluCq1fHU8HHw8w901hwOBw7/ugfpaSYJk5E3yTWbkZ6WwqW6iIiIiIioWGbMmAG5XO5Su3nzpsvUIiIib3Jk4xo8/eo7LrXnnnsOr776KpKSkqQJRS46VA/E5JZ1YHM48PJPJ9AnPKRUj/+w5qsHfX7iCl5q1wh6lQKdwoJL9fwlpZLLnI+tdoeESYiIXHm0AWv27NlYsGABBEEo8YVQXgghIiKiovDx9YdOX/D69VT5NG/VDj36Pu0yCS0rMwM/fv8NbsZdkzAZeZOM9DTkZJftHXpERERERFTxqNVqTJ8+3a2+dOlS2Gw2CRIRERXu1K5t6D3jReh8/Zw1tVqNadOm4YMPPpAuGAH4Y+nBPm0gEwQsOX4ZpxLTSr0BqyhsDhG5Njv0KgUMKskW1wIAbHymM578UxPYgr5PYEHfJ5zPf7uZhBo+OtTw0Ttro5rUwqgmtdyOF7F8J25m5pRdYCKqdDz2r2S7du2wcOFCZ+OV3W7Hb7/9hjNnziA1NZW/hBAREVGpkMvl8A8IhqIYyxtTxaVQKtG7/3A0ad7GpR53/Qp+/H4tcrI5opryfzdJS01GXp5V6ihERERERFQOPfvsswgOdr0gbLVa8cUXX0iUiIiocHmWXBzfshFdxk1xqc+aNQsffvgh7Ha7RMnK1g+Xb0GjyJ+glGsr/elJAoCqeg10SgXSLVakmEv2fdPfn2yCcD8DYk1Z+Ojw+dINWQzda1ZBoC5/2dMrRVzuTy4IqKrXQCWXIS3XijRLXllGJCLyGh5rwHr55ZchCAJEUcQvv/yCCRMmID4+3lOnJyIiokpArdHCzy8AgkxW+MZU4QUEVcHgYeMQFFzVpX744B4c+mU3J6sSAMCSa0aaiUsOElH5oVar0b9/f3Tu3Bk1atSAv78/5HI5evfu7batVqsFAOTl5fHGNyIiojIUGRnpVlu/fj0SExMlSENEVHRHN3+LTs9NguyBJVTDwsIwdOhQbNy4UcJkZeeve06U2bFbVPHD+ZmD4KtWOWvJORYciEvE5yev4Pe7aUU6TrvqgZjcsi4coohX9sQg18PL7PmplQjz0eHpBmGY0rKOs/7lydhC9+1bpxouzQqFTnm/DeFWZg72Xr+Lz09cKXITV0Fe3B0DnVKOVlX98b8++VOv/v3bWey4muDcJifPDqVMBqVcwP5x+b8n74i9jX8fOud2vDvZ5hJnISIqiMcasDp37gwAMJlMGDJkCDIyMjx1aiIiIqoEjD5+0BuMUscgLxFSLQzPjp0Bper+lx3mnGxs/2Edrl+9JGEy8iaZGenIzuLvJURUfrz88st49dVXERgY6Kzdu9ntzwICAhAXFweNRoMjR46gU6dOnoxKRERUabRt2xbt27d3qy9atEiCNERExZN+NwEXf92Pxl17udQjIyMrbANWWTKo3FdlCNKpMbxRDQxtGIbPYq7g/YNn8KjbADVyGT7u3QZymYDVp6/h0K2Usgv8gH1je6FRkE+Br9kdIv5z+BzWnbtR6HH8NSq3WqhRh/HNwzGqSS188OtZfHbiSokyxmfkLxcYoFE7awlZubiYkvnI/dIteYVuQ0RUGjzWgOXv7w9RFLFnzx42XxEREVGpkcnk8A8Icmm0IUpKTEBK8l2EVK8BALh98wa2blqDrMx0iZORN3DY7TCZUpBntUgdhYioSBQKBTZv3oz+/fsDyG+6KkxqaipWrVqFmTNnon379qhbty5iYwu/W7k0KJVKjBo1Cs899xyaNm2KqlWrwmQy4dq1a4iKisLKlSuRklI2FxHK8txhYWEYOXIknnrqKYSHh6Nq1arIysrCnTt3cOnSJezfvx+7d+/GhQsXSvldERGRN5szZ45b7dixYzhy5IgEaYiIiu/Ixm/cGrC6d++OZs2a4cyZMxKlKl/uZluw9fJt/ByXiHPJ6TDlWqFRyFHf34jhDcMwoUUdqOQyzHqiPmSCgHd+Of3QY/3tyaao62/A7Uwz3jso/Z//vut38e7B04U2MN1Iz8Z3F+Lwa3wSLqVmIi03D3qlAk2DfTC6SW2MaFwDKrkM73RtDpvDgWW/X/XQOyAi8hyPNWAlJCSgVq1aSEtL89QpiYiIqIJTqzXw9Q+EjEsO0p/Y7XZsifoa456fh3OnY/DLvu1wOOxSxyIvYLVYkGZKhsPh2dHtRESP49NPP8WAAQMAALm5uVi1ahX27t2LMWPGYMiQIQ/d7+uvv8bMmTMBAAMHDsQnn3xS5lkbNmyItWvXonXr1i71atWqoVq1anjyySfxyiuvYPLkydi+fXu5OLdSqcRrr72Gv//9785lHe/RaDQICgpCs2bNMHz4cJw5cwbNmzcvlfdDRETeLygoCKNHj3arc/oVEZUn12KikXjtCqqE13OpR0ZGOn+foEd7av3PbrUsqw0n7ppw4q4JP1y+hXXDOkGnVGBa67rYdCm+wOUI21YLwNRWdQEAr+87iSyr55aSn7z1MNQKGQQIMKoUaBzkg1FNaqFH7aoI0qnx1s+ncOT2w29m6bByl1stw5qHQ7dScOhWCnZdS8DSARFQyGR4o3MzbI9NwO0sLgFIRBWLx65Wnj17FoIgoGbNmp46JREREVVgBqMP/AOD2XxFAPInof1ZZkYaVn7+EX7es5XNVwQAyMrMQGpKIpuviKhcadOmDSZPngxRFHHz5k20adMGs2fPxnfffYebN28+ct9Dhw4hPT1/+mOXLl3KPGtoaCj27NnjbIByOBzYv38/li1bhh9++AE5OfnLRVStWhWbN29Gjx49vP7cKpUKmzZtwvvvv+9svrpz5w6+//57fP7551ixYgV27dqFxMTEUnsvRERUfkyZMgUajcallpKSgm+//VaiREREJRMdtdatNm7cOPj5+Xk+TAV0NCEVHx46BwCQCQImNq/jto1aLsN//1h6cPPFm9h17Y5HM15Pz8bFlExcSMnA0YRUfHX6OgZ9+zP+F30Bzav4Yf3wzni6fmiJj7/tym2s/GPqlVYhx6gm7BkgoorHY1csv/zySwBA165dERgY6KnTEhERUQUjk8kQEFgFBqOv1FHIC8hkMnTtOQgjxkyFILh/tDXnZEuQiryN6HDAlJLEJSiJqFyaPHmyc8nB8ePH4+LFi8Xa/+TJkxAEAY0bNy6LeC6++eYbhIbmfyF//fp1tG7dGj169MDUqVMxZMgQ1KxZEz/99BOA/MamDRs2wNe3dD7TldW516xZg0GDBgEAYmNj8dRTT6FatWoYOnQoZsyYgeeffx79+vVD1apV8cQTTzi//yIioopPLpdj1qxZbvUvv/wSubm5EiQiIiq533duQW6W6xJzer0ekydPlihRxbP+XBzsDhEA0DHU/Vr5ax2boF6AEalmC978+XdPx3uoDw+dx8m7JqjkMvynV2sYVSVfYGvduTjn445hQaURj4jIq3isAeuHH37AoUOHoNFo8Omnn3rqtERERFSBKFVqBAWHQKVWSx2FvIDB6Itnx05H2w5dEVazDjp37yd1JPJCeVYrkhLvwGLhBRAiKp/uTWo6c+YMDhw4UOz9703JutecVFYGDBiArl27AgAsFgueeuopnDp1ymWblJQUDBkyBLGxsQCAwMBAvPrqq1577jFjxmDEiBEAgHPnzqFjx47YunXrQ7ePiYnBggULHuetEBFROTJ48GDUqlXLpeZwOHj9g4jKJavZjJPbv3erz5kzx3lDSEURM6U/Ls0cjEszByNmSn+PnTfNkofUXAsAoKredXqiTinH9Nb5S0AeiEtC5xrBGNIg1O2nUaCPc582If7Oeg0fXZlm3x57GwDgo1aiV+2QEh8n1nS/ya+qTvOILYmIyqeSt6iWwJAhQ7B7924888wz2LlzJ1566SWcPXvWkxGIiIionNIbjDD6+Ekdg7xErfD6GDBkNHQ6g7PW8omOiIk+iOzszEfsSZVJTnYmMtLTpI5BRPRYqlevDlEUceLEiRLtn5WVBSD/7vWyNGfOHOfjVatW4cyZMwVul5OTg7fffhtr1qwBAMyYMQNvv/027PaSLxdcFudWKpX46KOPAAB2ux3jx49HUlJSiTMSEVHFExkZ6VbbsmULbty4IUEaquiSkpLwzjvvuDwnKm3Rm9ahw7PjXGp169ZF//79sX37dolSlT6DUgGjWinJueV/NLPZ/piEdY9CkEEuy39taMMwDG0YVuixJraog4kt8pcyfGHXccRnxBWyR8mlmq3Ox4/T7CWT3W/ms4niI7YkIiqfPNqAlZKSgo4dO+LDDz/E3Llz8fvvv+PKlSs4e/Ys0tPTIRbhH1pRFDF16lQPpCUiIiJvIAgC/PwDodZopY5CXkAQBHTo3BsdOvd0WXIwJTkRW6O+ZvMVAchfcjA9LRW5uWapoxARPTaNJv+u4JIuZWQw5Dcr32vEKgt6vR69evVyPl+xYsUjt9+4cSOWLl0Ko9GIwMBAdO3aFfv27fOqcw8fPhwhIfl3du/atQsxMTElykdERBVTo0aN0Lt3b7f6okWLJEhDlUFSUhLeffddqWNQBZcSfwOXjxxE/fadXepz586tUA1YUqlm0CBAm7+yQ0JW+frOqprh/nfzWVZbiY/TNOj+MvDl7c+AiKgoPNqABeRPwerfP3+coyAIqFevHurVq1esY7ABi4iIqHJQKJXwDwiGXC6XOgp5Aa1Oj4FDnkOt8Pou9fNnTuCn7VHIy7M+ZE+qTGx5eTClJj3WJBUiIm+SlJSE0NBQZzNQcTVq1Mh5nLLy5JNPOhvFsrKycPTo0Udub7FYcOjQIfTt2xcA0LNnzxI3YJXVuceNu3/n/8aNG0uUjYiIKq7Zs2e71S5cuIA9e/ZIkIaIqPQc2fiNWwPWgAEDUK9ePVy5ckWiVKUrK89W4OOy9nzLus7Hv8S7/n6WYc1DtQWbCj3Gy+0b4a8dGgPIn3q1/nzZTb26Ry4IeKr+/SXtzyWnl/hYU1o98GcQV/aT/Mx5NmiVCqjkssI3JiIqBR791+btt9/GN998g3r16jmnXQmCUKwfIiIiqhx0egOCgkPYfEUAgNAatTF+ygsuzVc2mw0/bY/C9h/WsfmKAADmnGwkJ91h8xURVSgXLlyAIAjo2LEjZLLifY0TFhaGVq1aQRTFQhuTHkfjxo2dj0+fPl2kf4cfnCj14P7ecu4nn3zS+fj48eMAgF69emHdunW4fv06cnNzkZiYiEOHDmH+/PmoUqVKSd8CERGVM0ajEZMmTXKrL168uEirfBARebMrR35F6q14t/qDy36Xd22W7UCDpVvRYOlWtFm247GP1zs8BDrlo7/DfrZRDcxqk/+9ptXuwPLfrz72eQsTPbkvEl4YhoQXhiHM6L5sYNeawWgQYHzkMRQyAf/u0RL1/9juiikT0bdT3LYbWLc6lLJHX8efF9EAQxrkL61oyrXi23Nlv2Tvnez8SdL1/B/9PomISovHJmD1798f8+fPdz5PTU3Ftm3bcPr0aZhMJthsnuswJiIiIu8lCAJ8/QKg0ZZ8LXmqWNp26IbO3ftBJrv/RUaaKQVbo75G4t3bEiYjbyGKIjLSTDCbs6WOQkRU6nbs2IHevXsjKCgIEyZMwMqVK4u87/vvvw+5XA5RFLFz584yy9iwYUPn4xs3ivYlelzc/Tu1703p8pZz161bFwEBAc7nd+7cwYoVK9wutgcHByM4OBgdOnTAX//6V8ybN6/QJRAfJTQ09JGvV6tWrcTHJiKi0jN+/HgYja4XcjMzM7Fq1SqJEhERlR7R4cDRTevQL/IVl/rkyZPx5ptvIjub37382aw29bC4X1vsvpaAI7dScMWUhQxLHtQKGeoHGDGsQRi61arq3P4fB8/galrZLRFfVBHVAvFS+0Y4ejsFe67fxdnkdKSYLbA7RARq1WhV1Q8jm9RCHb/8Ze1z8mz4y+4YFNRq/E7XZviwZyvsvJqAowkpuJ6WjUxrHvRKBRoH+WJUk5poE5L/O5bdIeKVPSeQZskr8/d4+FYKwv0MaF7FD68/2QQ7YhOQab1/3uvp2bA52DxNRKXHYw1Yc+fOBZB/ceS7777DlClT+B9pIiIicqFQKOEfEAS5wuOrJJOXCq/bEF17DnSpXbl4Bju3boDFkitRKvImdpsNptRk2Gxl/6UNEZEUVq5cibfeegs+Pj74+OOPcfr0aedEpkd56623MGHCBIiiiNu3b2PdunVlljEwMND5+O7du0Xa586dO87HDzY7ecO5a9So4fL8v//9L0aPHu08x88//4z09HTUqVMHXbp0gUqlgsFgwPLly6FWq7F06dKSvBXcvHmzRPsREZFnRUZGutVWr16NzMxMCdJQZaFWq1G37v2lu2JjY2GxWCRMRBVZzLbN6DE1EiqN1lnz9fXFuHHj8Nlnn0mYzHv5qJV4plFNPNOo5kO3ybLm4a2fT2OdByY/FZVMENA+NAjtQ4Meud2llAy8uDsGJ+6aHrpNkE6Nsc1qY2yz2g/dJiknFy/9dAI/Xbvz0G1K06fHL+Pp+qHQqxSYF9EQ8yIaurwesXwnbmbmeCQLEVUOHru62a5dOwD5X1RNmDABViuXiSEiIqL7tFo9fPz8ueQwubgWexHnz8SgcbM2sNvt+GXfdsRE/yJ1LPISueYcpKelcpkPIqrQTCYT3nzzTXzyySfw8fHBL7/8gsWLF2Pt2rVQq9XO7YxGI6pVq4ZOnTph1qxZaNOmjfO1v/zlL2U6edxgMDgfm83mIu3z4HYP7u8N5/bz83N5fq/56h//+Afee+895OXdb/oNDw/Ht99+i4iICAD5zVr79+/HhQsXivweiIio/OjZs2eBy9cuXrxYgjRUmdStWxdnz551Pm/atCnOnTsnYSKqyHKzMnBq1za0fXqESz0yMpINWAV495czeDIsCK2r+qN+gBH+GhX8NSo4RBGpuVacT87AgbhErD8fh3QPTH0qqs9PXMGFlAx0DA1Cs2BfVNFrEKhVQ6uQIyvPhtuZZpxOSsOO2AT8dO0O7I/4/u2FXcfRrnogWlUNQB0/Pfy1KviqVcizO5BituBMUjr2Xr+LqIvxMNsKXza+tFw2ZaLv2n2Y1aYe2ocGIdSohUYhh4zXIIiojHisAUuv10MURezdu5fNV0REROTC1y8AWp1e6hjkpX7avglanQGHD/6E2ze95w4xklZGugk52dKPayci8oQlS5agfv36mDdvHlQqFf7yl7/gL3/5i/N1QRBgMrneiXyvqf3999/Hxo0byzSfRqNxPi7qdz4PTmzQarWP2NLz59br3T+XLliwAG+99ZZb/dq1a+jbty/OnDmD0NBQaDQa/O1vf3NbrrAowsLCHvl6tWrVcPTo0WIfl4iISk9B06/27t3LRhgiqnCio9a6NWA1a9YM3bt3x/79+6UJ5aVOJabhVGKaR8710ZEL+OhI0W72aLdi1yNfz7TasO3KbWy7cvuxcx26lYJDt1Ie+zhFP18yqi3YVKRtr6Zl4ZW9J8s2EBHRH2SeOtG98e45ORzjR0RERPnkcjmCqoSw+YoAAEqVCv6BwW71vDwrotYtY/MVAQDsdjuSk+6w+YqIKp2//OUvmDp1KtLT0yEIgrPBShRFiKLorN37SUtLw+TJk/Huu++Webbc3PvLAqtUqiLt8+D0rqJOrvLUuR88JpD/Xdb8+fMfery0tDR88MEHzufPPPMM5HJ5kbI86NatW4/8SUhIKPYxiYio9NSsWRNPP/20W33RokUSpCEiKlt3Yy/h+sljbvW5c+dKkIaIiKh88FgDVkxMDARBQL169Tx1SiIiIvJiGo0WQcEhUCiUUkchLxAYXBVjJ8/F8FHPQ6Mp+RQMqtgsuWYkJybAluc949qJiDxpxYoVqFmzJl588UXs2rULWVlZLs1YFosFv/zyC1577TXUrl0bX331lUdyZWXdb4ot6jSrB7d7cH9vOPefa/v27UN6evojj7lp0/27rw0GA1q0aFGkLEREVH7MnDnTrcE2Pj4eP/zwg0SJiIjK1pGNa91qQ4YMQY0aNSRIU3r+X6/WWNTvCSzq9wT+X6/WUschIqIKxGMNWCtWrAAAdOrUCTVr1vTUaYmIiMgL+fj6wS8gCILMYx9FyIs1ad4GYyZFIiCwCnz9AtDvqZEABKljkZfJzEiDKTUZoihKHYWISFLZ2dn45JNPMGDAAPj5+cFoNCIsLAz+/v7Q6XTo3r07/t//+3/IzMz0WKaUlPtLTVStWrVI+4SEhDgfp6ametW5HzwmgCItK5WQkODSpBUaGlqkLEREVD6o1WpMnTrVrf7pp5/CbrdLkIiIqOxd+GUv0hPvutTkcjlmzpwpUaLS8XT9UDzTqCaeaVQTT9fn53YiIio9HrvquW3bNnz77bdQKpVYvXo1NBqNp05NREREXkImkyMwqCp0eqPUUcgLKBQK9Bn4DPo/NQpK5f0lg9QaLVQPLA1ElZvDbkdKciKyszzXSEBEVJ7k5OQgISEBGRkZkmW4ePGi83GtWrWKtM+DN+dduHDBq87951pRJ3Q92PRmNPLzLhFRRTJy5EgEBwe71CwWC7788kuJEhERlT2H3YZj3693q0+bNs1lWW8iIiLK59GxE88//zzWrVuHzp0749ixYxg8eDBknHxBRERUKajVGgRXCYFSpSp8Y6rw/PwDMXriHDRv1c6lfvTQfny35nNYLbkSJSNvYrVYkJx0B3lWi9RRiIjoEc6fP+983Lx5c7flmQrSpk2bAvf3hnNnZWXhxo0bzucGg6FIWR5suipsyUIiIipfIiMj3Wrr169HUlKSBGmIiDzn+A/fwWa1utSCg4MxatQoiRIRERF5L4WnTrRnzx7nY4vFgsaNG2Pz5s0wm824dOkS0tPTi7SciCiK6N27d1lGJSIiolJmMPrCYPSROgZ5ifoNm6Hv4GehVt+fiJprzsGOretx9XLJL8BSxZKVmY6sTOmmuRARUdH99ttvyM3NhUajgcFgQNu2bXHkyJGHbq9SqdChQwfn871793rduffs2YPnn38eANCkSZNCc1SrVg2+vr7O5/Hx8UV9C0RE5OUiIiLQrl07t/qiRYskSENE5FnZaak4u28nWvZ7yqU+d+5cfPXVVxKlejzjfzgEmSAAABxFuDZNRERUVB5rwOrevbtLg5UoihAEATqdDi1btizSMQRBKFKTFhEREXkHmUwGP/8gLidHAPKXoOzacyDatOvsUr+TcBNbo75GRrpJomTkTRwOB9JSk2Hl1CsionIjOzsbe/bswaBBgwAAkyZNemQT1PDhw+Hjk9+cn5KSggMHDnjduaOiopwNWN27d4ePj88jl3kcOnSo83FKSgrOnDlT3LdCREReqqDpV0ePHkV0dLQEaYiIPO/Ixm/cGrDatm2L9u3bP/Kzt7c6cjtF6ghERFRBeXT9P0EQXH4eVn/YDxEREZUfKpUaQVWqsfmKAABGHz+MHDfDrfnq5PFD+ParT9l8RQAAq9WC5MQ7bL4iokrHZrOV+U9eXl6ZvoclS5Y4H0+aNOmhU6O0Wi3ee+895/PPP/8cdrvd6869Y8cOXLx4EQCg1+sxf/78h57fx8cHr7/+uvP5V199xRsIiYgqiIcts8XpV0RUmdw6fwY3z512qxfUoEpERFSZeWwCVo8ePTx1KiIiIpKY3uADo49v4RtSpeHr54+Q6jWcz61WC376MQoXzp2ULhR5leysTGRmpEkdg4hIEvcmfpfnm89+/PFHHDhwAF27doVGo8HWrVsxZMgQnD59/0JNQEAA1q5di/r16wPInxT14YcfFni8WrVq4fr1687nkyZNwqpVqzxybgCw2+147bXXsHnzZgDASy+9hMzMTPzjH/+AzWZzyblu3TrUqJH/OSc1NRX/+c9/HvEnRURE5cnUqVOh/tONZcnJyfj2228lSkREJI3oqLUIa9LcpTZy5Ej89a9/xd27dyVKRURE5F081oD1OOPkiYiIqHwQBAF+AUFQqzVSRyEvczPuGn79eSe69BiA5KQ72BL1NUwpSVLHIi8gOhxIS0uFJdcsdRQiIkkVpfnq3lSl0t62tIwZMwbR0dGoXr06wsPDcfLkSfz888+IjY1FcHAwevfuDb1eDwDIy8vDyJEjkZ6e7rXn/v777/F///d/ePXVVwEA8+fPx4wZM7B//35kZGQgPDwcXbt2dV6Yt1qtGDt2LBISEkrlPRERkbTkcjlmzZrlVv/iiy9gsXBqLxFVLmf37UTfOS/D4B/orKlUKkybNg3/+Mc/JExGRETkPTy6BCERERFVXEqlCsFVqrH5ih7q6KGfsX/3FnyzchGbrwgAYMvLQ3LSHTZfEVGlJ5fLC/2ZN28e8vLyIAgCfvvtN8yYMQMtWrSAn58flEol/Pz80Lx5c0yfPh0HDx6EIAiwWq2YO3cu5HI5FIqyvwfv1q1b6NmzJ06cOAEAkMlk6NGjB6ZOnYohQ4Y4G6ASExMxdOhQ7N271+vP/dprr+Hvf/+780J7SEgIRo8ejenTp6NPnz7O5qtbt26hX79+2LFjR6m9JyIiktZTTz3lnHB4j91ux9KlSyVKRJVZbGwsmjZt6vyJjY2VOhJVMjarFTFbNrrVZ86c6ZHfNYiIiMoD/heRiIiIHptOb4SPr5/UMchLhNWsA61Wh8sXz/zpFRExRw9Kkom8T052FjLSTVLHICIqF9544w28++67sFgsGDduHNauXeu2TWZmJs6dO4dz585h2bJlGDVqFJYvX46FCxciICDAY3elX7x4Ee3bt8fo0aPx3HPPoWnTpqhatSrS0tJw9epVREVFYcWKFUhJSSk35/7Xv/6FDRs2YPLkyRgwYABq1KgBo9GIlJQUnDp1Clu2bMHy5cuRm5tb6u+JiIikExkZ6Vb74YcfEBcXJ0EaquwsFgvOnTsndQyq5I5+vx6dxjwP+QMNV6GhoRg2bBg2bNggYbLiGVC3GuR/TAq2iyK2x3KCLRERlQ4BgCh1CPKc0NBQ3Lx5EwAQFhaGW7duSZyIiIjKM0EQ4OsXCI1WK3UU8goC2j3ZHU927QubLQ/frFiE1JREqUORlxFFEelpqcg150gdhYioXGjdujWio6MhCAImTpyINWvWFHnfMWPGYPXq1bDb7ejYsSOOHz9ehkmprPE7HSIiz2ncuHGBzS69e/fGnj17JEhERBVRu3rB2Pv2YJfa15vP4XZitkSJCjfy/Y/QtHtfl9qBAwfQrVs3iRIV36WZg2FUKwEAmZY8NFi6VeJERERUUXAJQiIiIioRhUKJoOAQNl8RAECj1WHoyIno3L0/ZDIZVCo1Bg8fxxHk5MJmy19ykM1XRERFN3PmTMhkMsTGxhar+QoAvvnmG1y5cgUymQzTp08vo4REREQVz5w5c9xqFy5cYPMVEVV60Rvdp/F27doVLVq0kCANERGRd5HsiliDBg3Qu3dvtGrVCkFBQTAajZDJCu8HE0URvXv39kBCIiIiehitTg9fvwCpY5CXCKleA4OHjYWPr7+zZrfbcfrEYdhsNgmTkTcx52QjI90EUeQAXiKi4ujatStEUcThw4dLtP/hw4dRr169cnVHOhERkZR8fHwwceJEt/qiRYskSENE5F2unzyGu7GXUbVufZf6nDlzMGPGDIlSEREReQePN2CFh4dj6dKl6NWrV7H3FQSBF2yIiIgkJAgCfHz9odXppY5CXqJ12yfRtdcgyOX3P1ZmpKdh26Y1SLgdJ2Ey8ibpaakw53jv+HwiIm8WGhoKALBarSXa/95+1atXL7VMREREFdmECRNgMBhcapmZmfjqq68kSkQEBAcHY/bs2c7nS5YsQVJSkoSJqDKLjlqLp15526U2btw4vPbaa0hLS5MmVDGsPHUVKrkcAGC12yVOQ0REFYlHG7BatmyJ/fv3w2g0QhCEQre/12xVlG2JiIiobMkVCvgHBEGhUEodhbyASqVG30Ej0KCx63jxa1cuYPuWb7nEHAHIn4RmSk2CLS9P6ihEROVW3h//hjZv3rxE+zdr1szlOERERPRwgiAgMjLSrb5q1SpkZmZKkIgoX3BwMN555x3n8w0bNrABiyRzavdW9J75IrRGH2dNp9Nh8uTJ+O9//ythsqL54LdzUkcgIqIKqvA1/0qJQqFAVFQUfHx8IAgCtm/fjlGjRmHz5s0A8putevTogaeffhpz587Fhg0bkJeXB0EQkJWVhRkzZqBHjx7o2bOnpyITERHRHzRaHYKCQ9h8RQCAoCrVMPb5eS7NVw6HAwf378Cm9SvZfEUAgFyzGcmJCWy+IiJ6TFeuXIEgCGjbti0iIiKKtW9ERATatWsHURQRGxtbRgmJiIgqjl69eqFhw4Zu9cWLF0uQhojIO1nNZpzc/r1bffbs2RyqQURElZrHGrDGjx+P2rVrQxRFfPXVVxg8eDC+++473Lp1y7nNgQMHsG3bNixZsgSjR49GnTp18OOPP8JgMOA///kPLBYLDhw44KnIREREBMDH1x9+/oH85ZkAAHXrN8GYiXPgHxDkrGVnZWLj2i8Q/ds+AFwumvKXoUwzJXP5cCKiUrBp0yYA+RM51q9fj3r16hVpv7p162L9+vXO51FRUWWSj4iIqCKZM2eOW+2nn37ChQsXJEhDROS9ojetc6vVq1cP/fr1kyANERGRd/BYA9bgwYMBADabDX/961+LtE9CQgKefvpp/PDDD/Dx8cG6devg4+NT+I5ERET02ORyOYKCQ6DTG6SOQl4kKTEBNtv9iUbxN2Lx9bIFiL9xVcJU5C0cdjtSku4iJ5tLcxARlZbFixcjISEBoiiiZs2aOHnyJD744AM0bty4wO0bNWqEf/7znzh58iRq1KgBALhz5w4ndxARERWiVq1aeOqpp9zqixYtkiANEZF3S70Zh8tHDrrVC1rGlYiIqLLwWANW69atIYoioqOjkZKSUuT9RFHEjBkzYLVaUaNGDUycOLEMUxIREREAqDXa/CUHlVxykFxlpJuwY+t6iKIDR37di++++RLZbLYhABZLLpISE5CXZ5U6ChFRhZKZmYlRo0YhOzsboihCq9Xi1VdfxenTp2EymXDq1CkcPnwYp06dQmpqKs6cOYPXXnsNOp0OgiAgOzsbo0aNQmYm/3tNRET0KDNnzoRcLnepxcXFYevWrRIlIiLybtFRa91qAwYMQJ06dSRIQ0REJD2PNWAFBeUvU3PlyhWXut1udz7WaDQF7puYmIgDBw5AEASMGDGi7EISERERjD5+8A8IgiDz2McEKmeuXj6PlZ99hF9/3glRdEgdh7xAZkY6TClJXHKQiKiM/Prrr+jRowcuXrwIIH85QkEQ4OPjgyZNmqBt27Zo0qQJfH19na8BwMWLF9GjRw/8+uuvUsYnIiLyehqNBlOnTnWrf/rppy7XMIiI6L7Lhw8i9fZNl5pMJsOsWbMkSlQ0KrnM5YeIiKi0eOy/KiqVCgCQk5PjUn/wDswqVao8dP/r168DALumiYiIyohMJkdAUBXoDUapo5AXkMvl6NlvCDp161fg66bUZA8nIm/kcDiQmpyI7KwMqaMQEVV4MTExaNmyJWbMmIHo6Gg4HPlN0Pcaru41XTkcDkRHR2P69Olo2bIljh8/LmVsIiKicmHUqFHOm8jvsVgs+PLLLyVKRETk/USHA8c2f+tWnzJlCrRarQSJiubMtIG4ETkENyKH4My0gVLHISKiCkThqROZTCYEBwdDr9e71JOSkpyPGzRogLi4uAL3v9ec9edfgoiIiOjxqVRq+AUEQcapVwTAx9cfg4eNRUj1GgCA2zev41rsRYlTkbexWi1IS02Bw8G7wYmIPMVms+HLL7/El19+Cb1ejxYtWiA4OBgGgwFZWVlISkrCqVOnkJ2dLXVUIiKicmXu3LlutXXr1iE5mTcfERE9Ssy2TegxZQ6U6vurHPn7+2PMmDFYtmyZhMmIiIg8z2MNWJcvX0aVKlUQFhbmUj99+rTzcd++ffHTTz+57atWqxEREQEAyMjg3fVERESlyWD0gcHoK3UM8hJ16jVG/6dGQqPVOWs9+w3FiqX/cU7aIMrKzEBWZrrUMYiIKrXs7GwcOnRI6hhERETlXvv27fHEE0+41RctWiRBGiKi8sWckY7Tu39Em8HDXeqRkZFswCIiokrHY2MuYmJiAABNmzZ1qR8+fNi5DOG0adPQoEEDt33ff/99VKtWDaIo4sSJE2UfloiIqBKQyWTwDwxm8xUBAARBhi49BmDoyEkuzVdJd29j47plbL4iAPmj5U2pyWy+IiIiIiKiCiMyMtKtduTIERw7dkyCNERE5U/0pnVutVatWuHJJ5+UIE3hbmRk41paFq6lZeFGBqcHExFR6fHYBKy9e/di7ty5qFKlCho3bozz588DAHJzc7F69WrMnj0bRqMR0dHRWLVqFU6fPg2dToenn34a3bt3dx5n1apVnopMRERUYSmVKvgHBEEml0sdhbyA3mDEoKFjEFazjkv9zMmj2LtrM2w2m0TJyJvkWa1IMyXDbueSg0REREREVDFUqVIFzz77rFud06+IiIou4dJ5xJ0+iZrNW7nUIyMj8dtvv0kT6hH6fLNP6ghERFRBeawBa+fOncjOzoZer8dzzz2Ht99+2/naW2+9haeeego1atSAwWDAnDlzCjzGrl27sHbtWk9FJiIiqpD0BiOMPn5SxyAvUbN2PQwc8hx0eoOzlpdnxZ4dm3Hu9HEJk5E3ycnOREZ6mtQxiIiIiIiIStXUqVOhVqtdaomJidiwYYNEiYgKZrFYcPbsWZfnRN4kOmqtWwPWiBEj8NJLL+HOnTvShCIiIvIwjzVgWSwW9OrVC/7+/jCZTC6vpaWloUuXLli7di06duzotq8oivjqq68wa9YsT8UlIiKqcARBgJ9/INQardRRyCsI6NC5Jzp26Q1BuL8qdWpKErZGfY3kJH4xQvmfw9NNKcjNNUsdhYiIiIiIqFTJ5fICrzl8+eWXbG4hrxMbG4tmzZpJHYPooc7t34XMyFdgDAxy1pRKJaZPn4733ntPwmRERESe47EGLAA4evToQ1+Lj49H586d0aFDB/Tq1QvVq1eHw+HA1atXsW3bNly6dMmDSYmIiCoWhVIJ/4BgyLnkIP2hbYeueLJrX5fahXO/Y/eP3yHPapUoFXkTmy0PptRk2LkEJRERERERVUBDhgxBWFiYS81ut2Pp0qUSJSIiKr/sNhuOb/kO3SfNdKnPmDEDH3zwAWz8fomIiCoBjzZgFcXhw4dx+PBhqWMQERFVGDq9AT6+/lLHIC/ze8whNGvZFgGBVWC327D/p634/fghqWORlzDnZCMj3QRRFKWOQkREREREVCYiIyPdat9//z3i4+MlSENEVP4d+34DuoybCrni/uXn6tWrY9iwYVzalYiIKgVZ4ZsQERFReXRvyUE2X1FB8qxWbIn6GslJd7Huq0/ZfEUA7i05mIr0tFQ2XxERERERUYXVtGlT9OjRw62+aNEiCdIQEVUMmcmJuPDLXrd6QQ2vREREFZHXTcAiIiKix6dQKOEfEORytxFVXmq1BgBgseS61FOS7uKrL/4LgI02lD8q3pSaDJstT+ooREREREREZWrOnDlutXPnzmHfvn0SpCEiqjiORK1F0x59XWpdu3ZF8+bNcfr0aYlSuVo+qD20SjkAwJxnx/PbjkiciIiIKgqPXpXt06cPNBoNcnJysGfPniLv16tXL+h0umLvR0REVBlptXr4+PlDEASpo5AXCK5aHU8NH4fkpDv44buvCtiCzVcE5JpzOPWKiIiIiIgqBR8fH4wfP96tzulX5M3q1q2L77//3vl8yJAhiI2NlTARUcFunDyGu7GXUbVufZf6nDlzMHPmTIlSuepcIxhGtRIAkGnhjYhERFR6PLYEYePGjbFjxw5s2rQJgwYNKta+gwcPxqZNm7Bjxw7UqVOnjBISERGVf75+AfD1D2DzFQEAmrduj+cmzoaffyDqNWiKJ9p3lToSeaGMdBPSTClsviIiIiIiokph4sSJMBgMLrWMjAysXr1aokREhVOr1WjatKnzR61WSx2J6KGiN611q40bNw5+fn6eD0NERORBHmvAGjFihPPxF198Uax9v/jiCwiCAEEQMGrUqNKORkREVO7J5XIEBYdAq9NLHYW8gFKpwoCnR6HPgOFQKJTOeq3a9QCwOY/y2e12pCTdRU52ltRRiIiIiIiIPEIQhAKXH1y1ahWysvi7ERFRaTi1aytyszJdanq9HpMmTZImEBERkYd4rAGra9f8iQvXr1/H+fPni7XvuXPncP36dQBAt27dSjsaERFRuabRaBEUHAKFUln4xlThBQRVwZjJkWjcrI2zJooOHD74EzatXwEuOUgAYMk1IzkxAXl5VqmjEBFRIWQyj311Q0REVOH17t0bDRs2dKsvXrxYgjRERBWT1WzGiR83u9XnzJnjFSs3DPr2Z3Rb/RO6rf4Jg779Weo4RERUgXh0CUJRFHHy5MkS7X/ixAkIgoDGjRuXbjAiIqJyzMfXD34BQRB4YY4ANG7aGmMnzUVgUFVnzZyTjah1K/Dbgd1cYo4AAJkZaTClJvPvAxFROREfH48PPvgAdevWlToKERFRuRcZGelW2717Ny5evChBGiKiiuvo5m/davXq1UPfvn0lSOPqsikTl1Lzfy6bMgvfgYiIqIg8drU2MDAQAJCUlFSi/e/tFxQUVGqZiIiIyiuZTI7AoKrQ6Y1SRyEvIJcr0HvAcAwYMhpKlcpZvxV/HauXLcCNa5ckTEfewmG3IyU5EdlZ/GKJiKg8CQkJwauvvoqLFy9i3759GDNmDFQP/PeeiIiIiqZ27doYPHiwW33RokUSpCEiqthS4m/gSvSvbvWCGmGJiIgqCo81YOXl5QEANBpNifYv6X5EREQVjVqtQVCVEJdGG6q8fP0CMHribLRo3d6lfuzIAWxY8xmyMtMlSkbexGqxIDnpDvKsFqmjEBFRCQiCAEEQ0KVLF3z11VdISEjAwoUL0bJlS6mjERERlRuzZs1yW9r3xo0b2Lp1q0SJiIgqtiMb17rVBg4ciDp16kiQhoiIqOx5rAErOTkZAFC/fv0S7d+gQQOX4xAREVVGBqMP/AOD3b4wpMqrQaPmqBoS6nxuyc3FD999hQN7tsHhcEiYjLxFVmY6UlMS+feBiKic6tmzJ7755hvk5uY6G7H8/Pwwe/ZsHD9+HEePHsX06dNhMBikjkpEROS1tFotpk6d6lZfsmQJf1ciIiojlw//AtPtmy41mUyGWbNmSZSIiIiobHns6u3p06chCAIiIiJQvXr1Yu1bvXp1REREQBRFnDt3rowSEhEReS+ZTIaAwCowGH2ljkJe5ujhA7gWexEAcPfOLXy9fAGuXDorcSryBg6HA6aUJGRlZkgdhYiIHsPPP/+M8ePHo1q1aoiMjERMTAyA+1OxWrdujSVLliAhIQHLly9H586dJU5MRETkfUaPHo2AgACXWm5uLpYtWyZRIiKiik90OHB087du9SlTpkCr1UqQiIiIqGx5rAFr165dAAC5XI7//Oc/xdr3o48+glwuBwDs3Lmz1LMRERF5M6VKjaDgEKjUaqmjkFcSsf2HdYj+bR/WrVqC9LRUqQORF8izWpGceAcWS67UUYiIqJRkZGTg008/RUREBFq3bo3FixfDZDI5G7F0Oh0mTJiA/fv34/z583j55ZcRFBQkdWwiIiKvEBkZ6VZbu3YtUlJSJEhDRFR5xGzbhLw/fT/l7++P5557TqJEwLhmtTGpRTgmtQjHuGa1JctBREQVj8casFatWgWTyQQAGDVqFD755BMoFIpH7qNQKLBo0SKMHDkSQP6XjStXrizrqERERF5DbzAiMKgKZH80IlPlViu8PvwDg93queYcHNy/A3a7TYJU5G1ysjORknwXDodd6ihERFRGTp06hXnz5qF69eoYO3Ys9uzZA1EUnc1Y9evXx4cffoibN29iw4YN6N+/v9SRiYiIJNOhQwe0adPGrb548WIJ0hARVS7mjHSc/mm7W72gxlhPebtzM/yrRyv8q0crvN25mWQ5iIio4vFYA1ZWVhbeeOMNCIIAAJg1axYuXryIv/3tb2jfvj2Cg4Oh1WoRHByMdu3a4W9/+xsuXryImTNnAgBEUcTbb7+NtLQ0T0UmIiKSjCAI8A8IgtHHT+oo5AUEQcCTXftg+Ojn8dSwsVAolFJHIi8kOhxIS01GRnqa1FGIiMhDrFYr1q1bh759+6Ju3br4xz/+gfj4eGcjllKpxLBhw7B161Zcv34d8+fPR82aNaWOTURE5FEFXeQ/fPgwjh8/LkEaIqLKJzpqrVutdevWePLJJyVIQ0REVHYEAKInT7hgwQJERkY678wUxUef/l7D1pIlSzB37lxPRKzQQkNDcfPmTQBAWFgYbt26JXEiIiL6M6VSBb+AIOfyu1S56fQGDHh6NGqF13fWzp46hp1bN0iYiryNLS8PptQk2O2cekVEREDfvn3x7rvvol27ds7ave9fHA4HduzYgf/+97/Yt2+fVBGpBPidDhFR8VWtWhVxcXFQqVQu9XHjxmHNmjUSpSIqvuDgYMyePdv5fMmSJUhKSpIwEZWGdvWCsfftwS61rzefw+3EbIkSlZ0pS1ajZvNWLrW1a9dizJgxHs9yaeZgGNX5N7hmWvLQYOlWj2cgIqKK6dFrAJaBF154AefOncOHH34Io9HobLB6mKysLLz22mtYunSphxI+2kcffYSXXnrJ+fz69esIDw8v8v49e/bExIkT0aFDB4SGhsJiseDmzZvYuXMnli1bhosXL5ZFbCIiKid0egN8fP2ljkFeIrRGbQwaOhYGo4+zZrPZcPtWnISpyNuYc7KRnpYqdQwiIvICKpUKzzzzDKZMmYK2bds6m67uTcQCALlcjoEDB2LgwIHYs2cPpk2bhrg4frYgIqKKadq0aW7NV4mJidiwgTc1UfmSlJSEd999V+oYRCUWvWmdWwPWiBEj8NJLL+HOnTsezfLRkQtQyfMXibLaHR49NxERVWweb8ACgM8++wzr1q3D9OnT0b9/f7Rv3x5ardb5utlsxpEjR7B9+3Z88cUXSE9PlyKmm4iICLzwwgsl2tdoNOLzzz/H6NGjXep6vR4BAQFo0aIFXnjhBcyfPx///ve/SyMuERGVI4IgwNcvABqtTuoo5BUEtO3QFZ2794NMdn8SWpopBVujvkbi3dsSZiNvIYoiMtJMMJsr3l2RRERUPK1atcKUKVMwZswY+Pr6Arg/Udxms2Hr1q2IiopCr169MGLECOj1egBA7969cejQIUREROD2bX6+ICKiikWhUGDmzJlu9c8//xxWq1WCRERElde5/buQFfkKDAGBzppSqcS0adPw/vvvezTLZyeuePR8RERUeXh8CcKHMRgMMBqNyMzMRFZWltRx3CgUChw/fhwtWrRwqRdlApZCocCOHTvQq1cvZ+306dOIiYmBRqNBly5dUL16dedrb7/9dpl92OC4eiIi76NQKOEfEAS5QpK+aPIyGo0W/Z4aibr1m7jUr1w8g51bN8BiyZUoGXkTu80GU2oybLY8qaMQEZFEfH19MXbsWEyZMgUtW7YEAJcp49euXcOyZcuwfPly3L1711nX6/WYOnUq3njjDQQGBkIURSxbtgwzZszw+Hug4uF3OkRExTNixAi3SVc2mw3h4eHOf0+JiKRUmZYgBICeUyLRbZLr7x23b99GrVq1YLPZJEpFRERUemRSB7gnKysLCQkJXtl8BQCvvfaas/mquGvDv/XWW87mK7PZjNGjR6NFixaYNGkSRo8ejdq1a+P//u//nNu/88476Nq1a+mFJyIir6XV6hEYXJXNVwQAqFotDGOfn+fSfGW327H/p634YeNqNl8RACDXnIPkpDtsviIiqqR69OiBr7/+Grdv38bChQvRsmVL5xKDeXl52LhxI/r164d69erhX//6l0vzFQBkZ2djwYIFiIiIQE5ODgBgwIABUrwVIiKiMhUZGelW27x5M5uviIgkcuyHDbD/qdGqevXqGDZsmESJiIiISpfXNGB5s4YNG+LNN98EAHz99dfYvXt3kfcNDg7GSy+95Hz+4osv4ttvv3XZJi8vD6+99hrWrVsHAJDJZPjXv/5VCsmJiMhb3Vty0Nc/wGVSAVVezVpGYPSEWfD1C3DWMjPSsWHNZ4iJ/kXCZORNMtJNSDOlQBS9YogtERF5SPXq1fHGG2/gypUr2L17N0aPHg2NRuNsvIqNjcXrr7+OGjVqYOTIkfjpp58KPeaNGzewbds2CIKAqlWreuBdEBEReU6zZs3QrVs3t/qiRYskSEP0+NRqNZo0aeL8UavVUkciKraMpLu4cHCvW33OnDkSpCEiIip9bMAqgi+//BIajQapqakuzVRFMXHiRBgMBgDAxYsX8fnnnz9021dffRV2ux0A8OSTT6JVq1YlzkxERN5LrlAgMLgqtDq91FHIi+SacyCX35+Edv3qJXy9fAFu37whYSryFna7HclJd5CT7Z3TYomIqOz8+OOPuH79Ot59913Url3b2XRltVqxfv169O7dGw0aNMD//d//ISkpqVjHvn37NgBALpeXRXQiIiLJFHQx/8yZM/j5558lSEP0+OrWrYuzZ886f+rWrSt1JKISid641q3WrVs3NG/eXII0REREpYsNWIWYNWsWOnfuDAB45ZVXiv1l5tChQ52PV65c+cht4+PjsXfv/c5vjtwkIqp4NBotgoJDoFAopY5CXubKpbM4duQARNGBX3/ehU3fLoc5J1vqWOQFLLlmJCcmwJbHJQeJiCqjfv36QSaTORuvLl26hFdffRVhYWF47rnnsG/fPqkjEhEReRVfX1+MHz/erb548WIJ0hAR0YOunzyGu1cvu9U9OQUrRK9BNUP+T4he47HzEhFRxccGrEcICwvDv//9bwDAgQMHsHz58mLtr1ar0aFDB+fz/fv3F7rPg1+c9uzZs1jnIyIi7+bj6we/gCAuOUgPdXDfdqz76lMc+XUPl5gjAEBmRhpMqcn8+0BEVMlZrVasXbsWPXr0QOPGjfHRRx8hJSXlsY/70ksvQS6XQ6FQFL4xERFROTFp0iTo9a5Tx9PT07F69WqJEhER0YOio9ynYI0bNw6+vr4eOf+B8b0RM2UAYqYMwIHxvT1yTiIiqhzYgPUIS5YsgY+PDywWC2bMmFHs/Rs2bOgc4+9wOHDixIlC94mJiXE+bty4cbHPSURE3kcmkyMwqCp0eqPUUcgLKBQK9Bn4DGrXaeD2msPhQMKtOAlSkbdx2O1ISbqL7KxMqaMQEZHEXnrpJYSGhmLcuHE4cOCA1HGIiIi8miAIBU5RWblyJbKzOWWaiMgbnNq1Fbl/+s5Lr9dj0qRJ0gQiIiIqJWzAeohRo0bhqaeeAgB8+OGHuHDhQrGP0bBhQ+fjxMREWCyWQveJi7t/0TUwMBBBQUHFOmdoaOgjf6pVq1as4xER0eNRqzUIrhICpUoldRTyAn7+gXhu4hw0b9UOA54eDYPRM3d1UfliseQiOekO8vKsUkchIiIvsGDBAphMJqljEBERlQt9+/ZF/fr13epLliyRIA0RERXEajbj5Pbv3epz5szh6hFERFSuccZ8AQICArBw4UIAwMWLF/HPf/6zRMcJDAx0Pr57926R9rlz545bluTk5CKf8+bNm0XeloiIypbB6AuD0UfqGOQl6jdqjr6DRkCt1gAAtDo9+gwYjk3rV0icjLxJVmY6sjIzpI5BREReZNmyZQCAn376CWvXui/VUZhnn30W/fv3hyiKmDp1amnHIyIi8iqRkZFutZ07d+LSpUsSpCEiooeJ3vQtOjw7zqVWv3599O3bFzt37izTc59MNEH7xzLsZputTM9FRESVCxuwCvDf//4XVapUAQDMnDkTVmvJpg8YDAbnY7PZXKR9/rzdg8cgIqLyQSaTwS8gCCqVWuoo5AVkMjm69RqE1hGdXOp3bsdjz87N0oQir+NwOJCWmgyrtfCJqUREVLlMmjQJoigiKyurRA1YERERzmOwAYuIiCqy8PBwDBw40K2+aNEiCdIQEdGjpMRfx5XoX1Gvnet3ppGRkWXegDUy6tcyPT4REVVebMD6kz59+mDChAkA8teF379/f4mPpdFonI+L2sT152UKtVptsc4ZFhb2yNerVauGo0ePFuuYRERUdCqVGn4BQZDJuMovAUYfPwweNhbVQmu61E8e+w0/79kKu90uUTLyJlarBWmpKXA4+PeBiIiIiIiopGbNmuX2fcy1a9fw448/SpSIiIgeJTpqnVsD1sCBAxEeHo5r165JlIqIiKjk2ID1AJ1Oh88++wwAkJycjL/+9a+Pdbzc3FznY5VKVaR91GrXaSlFnZx1z61bt4q1PRERlR69wQdGH1+pY5CXCK/bCP2fGgmtTu+sWS0W7PrxO1w6f0rCZORNsrMykZmRJnUMIiKqwARBAACIoihxEiIiorKj1WoxZcoUt/qnn34Kh8MhQSIiIirMpUMHYEq4Bf9qoc6aTCbDrFmz8Oqrr0qYjIiIqGQ4nuMB//znPxEeHg4AePnll5GSkvJYx8vKynI+Luokqz9v9+AxiIjIOwmCAP/AYDZfEQBAEGTo1K0fho2a7NJ8lZyYgDUrFrL5igAAosMBU2oym6+IiKjMBQUFAeD3C0REVLE999xzCAgIcKmZzWYsW7ZMokRERFQY0eHA0c3futWnTJlS7BWCiIiIvIHHGrCWLVuGZcuW4bnnnivR/s8++yyWLVuGL7/8spST5WvdujXmzp0LANi7dy+++uqrxz7mgw1cVatWLdI+ISEhLs9TU1MfOwcREZUdpVKF4CrVoFZrCt+YKoXeA4ahfaeeLrUzvx/DNysXw5SaLFEq8ia2vDwkJ92BJbd4k06JiIiKy2g0om/fvhBFEXFxcVLHISIiKjORkZFutbVr1/L7dSIiLxezNQp5llyXWkBAQImvJxMREUnJY0sQTpo0CaIoIisrC2vXri32/hEREc5jTJ06tdTztWjRAnK5HABQs2ZNHDp06KHbBgcHOx9Xq1bNZdv333/fuab8xYsXnfUqVapArVbDYrE8MkfNmjWdj1NSUpCczAu1RETeSqc3wsfXT+oY5GVOHP0VjZu2hkKphC0vD3t2bsbZU8ekjkVeIic7CxnpJqljEBGRl3rrrbce+lq7du0e+fqDlEolQkND0bdvX4SEhEAURRw8eLC0YhIREXmVJ598Eq1bt3arL1q0SII0RERUHOaMdJzZswOtBw51qUdGRmL58uXShCIiIiohjzVglSf16tVDvXr1irStWq1Ghw4dnM8fbM66ePEi7HY75HI5ZDIZWrVqhSNHjjzyeG3atHE+Pn/+fDGTExGRJwiCAF+/QGg4BpkKkJx0B3t2bka7jt2xZdMaJCcmSB2JvIAoikhPS0WuOUfqKERE5MXeeecdiKLoVhcEAREREYiIiCjRca1WKxYvXvy48YiIiLxSQdOvfvvtN5w4cUKCNERlIzY2Fk2bNnV5TlRRHNm41q0Bq3Xr1ujYseMjB2aU1OYRXaBT5l8iz8mzYeh3v5T6OYiIqHIqNw1YgiAAQIFfRHori8WCw4cPo1OnTgCA7t27F9qA1a1bN+fjvXv3lmk+IiIqPoVCCf/AYOfURKrc1GoNLH8akQ0AZ08dw8VzJ2Gz2SRIRd7GZsuDKTUZdv59ICKiIrj3/UdR64WJj4/H7Nmzce7cuceJRURE5JVCQkIwYsQItzqnX1FFY7FY+HmOKqyES+cQf+Z31GjW0qUeGRlZJg1YTYJ8YVQrAQCZlrxSPz4REVVe5aYBKygoCACQlZVVJsdftWoVVq1aVaRtJ06ciJUrVwIArl+/jvDw8Iduu3nzZmcD1qRJk/Dhhx8+dNuwsDD06tXLZV8iIvIeWp0evn4BUscgL1Gtek0MGjYWMUcPIiba/S4pNl8RAJhzspGRbipXNxEQEZF03n33Xbfa/PnzIYoijh49iu3btxd6DFEUkZubi5SUFJw5cwbR0dFlEZWIiMgrTJ8+HUql0qV2584dfPfddxIlIiKikjgStdatAWvEiBF46aWXcPfuXYlSERERFU+5aMAyGo3o27cvRFFEXFyc1HGKZdWqVZg/fz4MBgMaNWqEKVOmYNmyZQVu++GHH0KhyP+/hCOSiYi8hyAI8PH1h1anlzoKeYnWEZ3RtedAyOVydOkxAAm34pBw64bUscjLpKelwpyTLXUMIiIqR9577z232vz58wEA0dHRBb5ORERUWSkUCsyYMcOt/sUXXyAvjxNNiIjKk3P7dyFr7isw+Ac6ayqVCtOmTcM//vEPCZMREREVXZk0YL311lsPfa1du3aPfP1BSqUSoaGh6Nu3L0JCQiCKIg4ePFhaMT0iKSkJH3/8Md5++20AwMKFC5GRkYENGzY4t1EoFHj//fcxZswYZ+3111/3eFYiInInVyjgHxAEhUJZ+MZU4anUGvQdNAINGjV31uRyOZq1aMsGLHKy22wwpSbDZuMX/kRE9PgOHDgAURRx+fJlqaMQERF5lWHDhqF69eouNZvNhs8++0yiREREVFL2vDwc/2Ejuk2c7lKfOXMm/v3vf5fqagMdVu7CvRXeObSeiIhKU5k0YL3zzjsFLrMiCAIiIiIQERFRouNarVYsXrz4ceN53Pvvv49OnTqhV69e0Ol0WL9+PU6dOoWYmBhoNBp07drV5RfFt99+GwcOHJAwMRERAYBGq4OvXwCEe7+NUaUWXKUaBg8fB/+AIGfN4XDg15934uihnyVMRt4k12xGeloKlxwkIqJS06NHD6kjEBEReaXIyEi32qZNm3Dr1i0J0hCVreDgYMyePdv5fMmSJUhKSpIwEVHpO/bDenQe+zzkivuXr0NDQzF06NBSXVo2NddaasciIiJ6UJktQfiwi9UlvYgdHx+P2bNn49y5c48TSxI2mw3Dhw/H559/jlGjRgEAWrRogRYtWrhsZ7Va8c477+Bf//qXFDGJiOgBPr7+0OkNUscgL9GsZQR69hviMgktKysDP25ei5txVyVMRt4kIz0NOdmZUscgIiIiIiKq8Fq0aIGuXbu61RctWiRBGqKyFxwcjHfeecf5fMOGDWzAogonI/EuLhzci6bd+7rUIyMjS7UBi4iIqKyUSQPWu+++61abP38+RFHE0aNHsX379kKPIYoicnNzkZKSgjNnziA6OrosonpMRkYGRo8ejS+++AITJ05Ex44dUa1aNeTl5SE+Ph47d+7EsmXLcOHCBamjEhFVanK5HP4BwVAoueQgAQqlEr37D0OT5k+41ONvxGLb5m+Qk50lUTLyJg67HabUZOTl8e45IiIiIiIiT5gzZ45b7fTp01xZgoionIuOWufWgNWtWzc0a9YMZ86ckSgVERFR0ZRJA9Z7773nVps/fz4AIDo6usDXy5NVq1Zh1apVJdp3z5492LNnTyknIiKi0qDWaOHnFwBBJpM6CnkB/8BgPDV8HIKCQ1zqh3/dg0MHfoIoOiRKRt7EYslFWmoylxwkIqLH0qVLF5fnv/zyy0NfexwPHpeIiKi88vPzw7hx49zqnH5FRFT+XT9xFInXrqBKeD2X+pw5czBr1iyJUhERERVNmS1B+GcHDhyAKIq4fPmyp05JRERUZEYfP+gNRqljkBfp3K2fS/OVOScb23/4FtevXpQwFXmTzIx0ZGdlSB2DiIgqgP379zubeUVRhPKBaawPvvY4/nxcIiKi8mry5MnQ6XQutbS0NKxZs0aiREREVJqio9Zi8MtvudTGjx+Pv/3tb0hPT5coFRERUeE81oDVo0cPT52KiIioyGQyOfwCAqFSqaWOQl7mpx2bEFK9Jow+vrh98wa2bf4GmRlpUsciL+BwOJCWmgyr1SJ1FCIiqkAEQSjRa0RERJWJIAiYPXu2W33FihXIzs6WIBEREZW233duQe8ZL0LzwA3Ter0ekyZNwoIFCx77+HPbNoBKnr8KhtXuwCfHLj32MYmIiAAPNmARERF5G5VKDb+AIMi45CAVwJyTja2b1qBBo+b4Zd92OBx2qSORF7BaLEgzJcPh4BKURERUeu5NDS/ua0RERJVNv379UK9ePbf6kiVLJEhDRERlwWo24+SOH9BhxFiX+uzZs7Fw4cLH/v1obtsGMKrzpwNnWvLYgEVERKWGDVhERFQpGYw+MBh9pY5BXqJWeH3cir8Omy3PpZ5w6wYSbt2QKBV5m6zMDGRlcsw5ERGVvkdNDedEcSIiovsiIyPdajt27MCVK1ckSENERGXl6KZv3RqwGjRogD59+mDXrl0SpSIiIno0SRuw9Ho9WrZsiaCgIBiNxiJPIFm9enUZJyMioopKJpPBzz8IKjWXHKT8vw+du/dH2w7dcObkUez68TupI5EXEh0OpJlSYLHkSh2FiIiIiIio0qpbty4GDBjgVl+0aJEEaYiIqCwlx13DlejfUK/dky71yMhINmAREZHXkqQB67nnnsPcuXMREREBQRCKta8oimzAIiKiElGq1PD3D4RMLpc6CnkBg8EHA4eNQViNcABAs1YRuBl/DedOH5c4GXmTPKsVptRkLkFJREREREQksVmzZrndxH316lVs375dokRERFSWoqPWujVgDRo0CLVr18b169dLfNw3fj4FpSz/+nSeg8u9ExFR6fFoA5ZGo8H69esxcOBAAHhk85UoisVuziIiInoYvcEIo4+f1DHIS9SsXR8Dh46GTmdw1vLyrGyyIRc52ZnISE+TOgYREREREVGlp9Pp8Pzzz7vVlyxZAofDIUEiIiIqa5cOHYAp4Rb8q4U6azKZDLNmzcJrr71W4uNuOB9XGvGIiIjceLQBa9myZRg0aBAAIDc3F/v27UN4eDgaNWoEURTx1VdfwWg0olatWmjRogWUSiVEUUR2djaioqIgiuxCJiKi4hEEAX7+gVBrtFJHIS8gCALad+qFjl16QRDu3zWbmpKILVFfIyXproTpyFuIDgfS01KRm2uWOgoREREREREBGDNmDPz9/V1qZrMZy5cvlygRERGVNdHhwLHN69Fn1l9c6lOnTsU777wDs5nf3RERkXfxWANWu3btMHr0aIiiiCtXrqBv376Ii4vDwoUL0ahRIwBwuYPFaDRi2rRpePvtt2EwGFClShWMGjUKWVlZnopMRETlnEKphH9AMORccpAAaHV6DHh6NGrXaeBSv3D2JHZv34g8q1WiZORNbLY8mFKTYbfZpI5CREREREREf4iMjHSrrVmzBiaTSYI0RJ5nsVhw9uxZl+dElUHMtih0f342lGq1sxYQEIDRo0djxYoVEiYjIiJy57EGrIkTJzofP//884iLe/R4x8zMTHz88cf44YcfsG/fPvTr1w8rVqzAs88+W9ZRiYioAtDpDfDx9S98Q6oUqofVxuBhY2Aw+jprNpsN+3/aglMxhyVMRt7EnJON9LRUqWMQEVElZPNA468oilAqlWV+HiIiotLWpUsXtGzZ0q2+ePFiCdIQSSM2NhbNmjWTOgaRx+Wkp+HMnu1oPXCoSz0yMpINWERE5HVkhW9SOjp37gwg/0Pib7/9VuT9rly5gokTJ0IQBAwbNgwDBw4sq4hERFQB3FtykM1XdM8T7bpg5LjpLs1X6Wmp+ParJWy+IgD5F6TTTalsviIiIskIguD837L8ISIiKo8Kmn7166+/4uTJk54PQ0REHhcdtdat1qZNG3To0EGCNERERA/nsQas6tWrQxRFnDhxwqUuiqLz8cPuxNy7d69ztOq4cePKLiQREZVrCoUSQcEh0Gh1UkchL2Lw8YVMdn8ZyiuXzuLr5Qtx984tCVORt7DbbEhJuguzOVvqKEREVMmxQYqIiMhdaGgohg8f7lb/5JNPJEhDRERSuH3xHOLP/u5WL6hBtyiaBvmieXD+T9Mg38J3ICIiKiKPLUHo4+MDAEhJSXGpm81ml23+/Po9MTExaNq0KZ544omyC0lEROWWVquHj58/L1yRm1/2bke16jURUj0MB/ftwLEjB6SORF4i15yD9LRUlxsCiIiIpCCXywvfiIiIqBKaOXMmFArXyxi3b99GVFSURImIiEgK0VHrUKOp63K0zz77LF5++WXcvXu3WMfaNKILjOr8oSCZljw0WLq11HISEVHl5rEJWDk5OQDcp1ylpaU5H9eqVeuh+9+7oF6tWrXSD0dEROWar18AfP0D2HxFBXI47Ni6aQ3Wf/05m6/IKSPdhDRTCpuviIiIiIiIvJRKpcL06dPd6p999hny8vIkSERERFI5u28nskyuQzxUKhWmTZsmUSIiIiJ3HmvAio+PBwAEBga61C9duuR83LFjx4fu36RJk7IJRkRE5ZZcLkdQcAi0Or3UUcgLKJUq9Oo/FAaj+9jorMx03L553fOhyOvY7XYkJ91BTnaW1FGIiIiIiIjoEUaOHIkqVaq41KxWKz777DOJEhFJp27dujhz5ozzp27dulJHIvIoe14eYrZsdKvPmDHDbVIiERGRVDzWgHX69GkIgoCGDRu61KOjo52TB6ZPn17g2P0+ffqgTZs2EEURV69e9UheIiLybhqNFkHBIVD8abIiVU6BQVUxZvJctGzTEYOGjoFM5rGPOFSOWHLNSE5MgI13ShMREREREXm9yMhIt9p3331X7KWmiCoCtVqNpk2bOn/UarXUkYg87uj36+Gw211qYWFhGDJkSLGOs/fGXey8moCdVxOw9wb/m0JERKXHY1cnDxzIX/KnYcOG8Pf3d9Zv3ryJgwcPQhAENG3aFN9//z1atWoFhUIBHx8fjBs3DmvWrHFuv2XLFk9FJiIiL+Xj6we/gCAIFajJxuFwICc7CynJiUi6m4DEO7eQdDcBKcmJyMnOgsPhkDqi12rcrDXGTIpEYFD+XbGhNWqjQ+deEqcib5OZkQZTajKXHCQiIiIiIioHIiIi0L59e7f6J598IkEaIiLyBhmJd3Hhl71u9YIadh9l5vajmLTlMCZtOYyZ24+WVjwiIiLPNWD9+OOPEEURgiBg8ODBLq/97W9/c14M69+/P44dO4bc3FykpqZi5cqVCAgIAAAkJyfjf//7n6ciExGRl5HJ5AgMqgqd3ih1lFJjt9mQkWZC0t3byEg3Ic9qgd1ug8PhgN1uQ57Vgoz0P15PM8Fus0kd2WsoFAr0HjAcA54eDaVK5azfir+GUzFHJExG3sRhtyMlORHZWZlSRyEiIiIiIqIimjt3rlvt2LFjOHz4sARpiIjIWxyJWutW6969O5o1ayZBGiIiIlceWxQ3Pj4eH3/8McLCwhAcHOzy2uHDhzFt2jQsXbr0oev0JiUlYciQIUhJSfFEXCIi8jJqtQZ+/oEVauqV1WrJn8jzp+lWMp0Oco0a9lwLHDk5AABRFJGTkwVzbg78A4KgUlXuMeN+/oEYPGwsqoSEutSPHf4ZB/fv4MQwAgBYLRakmZL594GIiLzenj17nI9FUUTv3r0LfO1x/Pm4RERE3qpKlSoYOXKkW33RokUSpCEiIm9y/cRRJF67girh9Vzqs2fPxuzZsyVKRURElM9jDVgA8Oqrrz70tRUrVuDQoUP4y1/+gp49e6J69epwOBy4evUqtmzZgv/9739ITk72YFoiIvIWBqMvDEYfqWOUKqvVgtTkJAD5EyAFlQq+HZ9AQI9O0NS431SUG3cLqft/Rfqh4xCtVogOB1KTkxAQFFxpm7DqNWyKfoNGQq3ROGu5uWbs3LoesZfOSZiMvElWZjqyMjOkjkFERFQk3bt3d04N//NyufdeexwFHZeIiMhbTZs2DWq163ceycnJWLdunUSJiIjIm0RHrcPgl990qU2YMAGvv/460tPTJUpFRETk4Qaswly4cAEzZsyQOgYREXkJmUwGP/8gqNQVq9HIbrPBlJqMe81X+iYNEDZjAuQGvdu2mpqhqD5hJKoOH4SbS1ch+/xlACJMqckICqoK+UMmR1ZEMpkcXXoOwBPturjU7965ha1RXyM9LVWiZORNHA4H0k0psFhypY5CRERULIIglOg1IiKiikShUGDWrFlu9S+++AIWi0WCRERE5G1+37kFvWe+CI3e4Kzp9XpMnDgRCxculDAZERFVdpXnqi0REZUrSpUa/v6BkMnlUkcpddlZmc5lB/VNGqDmC9MgFNJIJTfoUfPF6Yj73+fIPn8ZosOB7KxM+Pj5eyKyVxg++nnUrO06Wvr3mEPYv3sr7HabRKnIm1itFqSlpsDhsEsdhYiIqFh69OhRoteIiIgqmqFDhyI0NNSlZrfb8emnn0qUiIiIvI3VnIOT279HhxFjXepz5szBJ598wum/REQkGTZgERGR19EbfGD08ZU6RplwOBwwm7MB5C87GDZjQqHNV/cICgXCZk7EpVfeg2i1wmzOhsHHFzKZrCwje40LZ086G7CsVgt++jEKF86dlDYUeY3srExkZqRJHYOIiKhEDhw4UKLXiIiIKpq5c+e61TZv3oz4+HgJ0hARkbc6uulbtwasBg0aoHfv3ti9e/cj9/1lfG/olPnfyefk2dBl9U9llpOIiCoXNmAREZHXEAQBfv6BUGu0UkcpM7nmHOcdOL4dnyhw2cFHkRv08O3QBmkHDkMUReSac6B7YNRyRXbm96MIrRGOqtXCsDXqa6SmJBb7GA6HA7nmHJjNOXDY7RBFBwRBBplcDq1WB41WV2ka2ioK0eFAWloqLLlmqaMQERERERHRY2jRogW6du3qVl+0aJEEaYiIyJslx11D7NFDqBvR0aUeGRlZaANWVb0GRrUSAJBpySuzjEREVPlI3oCl0+ng4+MDpVJZ5H14twsRUcWjVKrgFxAEeQVccvBBZnOO83FAj04lOkZAj85IO3DYebyK2IAlk8kLXEZuz45NgADY8or3i7HdZkN2VibM5uwCRlA7YLfbkGe1IDMjDVqtHnqDEfIiTiYj6djy8mBKTYLdziUHiYiIiIiIyrvIyEi32unTp7F//37PhyEiIq93JGqtWwPW4MGDUbt2bVy/fl2aUEREVKl5/MqiIAgYM2YMnnvuOURERCAwMLBY+4uiWKxmLSIi8n46vRE+vn5Sx/AIxx+NIjKdDpoaoSU6hqZmKGQ6LRw5ZufxSpzHCydChdUMR/+nRmHbpm+QcDvO5TWbrfh3JFmtFphSkyE6HC51mU4HuUYNe64Fjpz8xjhRFJGTkwVzbg78A4KgUqlL/kaoTOVkZyEj3SR1DCIiIiIiIioF/v7+GDt2rFud06+IiOhhLv32M9Lu3IZfSHVnTSaTYdasWXjttdckTEZERJWVRxuwatWqhc2bN6N58+YA8puxiIio8hIEAb5+AdBodVJH8RhRzG8Ckmser7FHplHDkWN2Hq+4vHMilICIjt3QqVs/yGQyDBo2Fl8vX4DcB6aGFZfVakFqchKA/PcoqFTw7fgEAnp0cmmAy427hdT9vyL90HGIVitEhwOpyUkICApmE5aXEUUR6Wmpj/X3goiIqLyrV68eevTogdatWyM4OBhGoxGZmZlITk5GTEwM9u/fj8uXL0sdk4iIqMief/556HSu3w+lpaVhzZo1EiUi8i5JSUl45513XJ4TVXaiw4Gjm75Fn1l/calPmTIF8+fPR25uboH7NVi61RPxiIioEvJYA5ZWq8WePXsQHh7uUjebzTCZTMgr5lJCRERUvikUSvgHBFW6Zd4EQQbAAXuu5bGO4/hj//zjFY83ToTSaLTo/9Qo1Knf2Fnz8fVD81btcPTQ/hId026zwZSajHvNV/omDRA2YwLkBr37+WuGovqEkag6fBBuLl2F7POXAYgwpSYjKKhqpft76q1stjyYUpNht9mkjkJERCSJ9u3b49///je6dOlS6La//PILXn/9dRw+fNgDyYiIiEpOJpNhzpw5bvXly5cjOztbgkRE3icpKQnvvvuu1DGIvE7Mtih0f342lOr731sHBgZi9OjRWLlypXTBiIioUvLY1cQXXngB4eHhEEURNpsNCxYswPLly3Hx4kVPRSAiIi+h1enh4+tfKSchyuRy2O02OHJykBt/q0TLEObG3YIjx+w8XnF440SokGphGDRsLHz9Apw1u92OX/b+iJijB0t83OysTGeTmb5JA9R8YRqEQhqp5AY9ar44HXH/+xzZ5y9DdDiQnZUJHz//Eueg0mHOyUZGuqmAiW1ERESVw/z58/HGG29AJpMV6XN0165d8csvv+CDDz7A/PnzPZCQiIioZAYNGuR247bD4cCSJUskSkREROVFTnoazuzdgdYDhrjU586dywYsIiLyOI81YA0dOtT5eMyYMYiKivLUqYmIyEsIggAfX39ode4TiCoLrVaHPGv+9KrUfb+i+oSRxT5G6r77TUnaYizf6I0ToVo90RHdeg+GXH7/eJkZadi66Rsk3LpR4uM6HA6Yzfl3yQoqFcJmTCi0+eoeQaFA2MyJuPTKexCtVpjN2TD4+EImK/60MSod6WmpMOfwrmciIqq83n77bbz99tsutRMnTuDQoUOIi4tDdnY29Ho9atSogY4dO6JNmzYA8ieKvPHGGxBF0WXJGiIiIm8SGRnpVtu+fTtiY2MlSENEROVN9MZv3Bqw2rRpgw4dOnAiMBEReZTHGrDq168PURQRExPD5isiokpIrlDAPyAICoVS6iiS0mh1yMxIgyiKSD90HFWHDyqwAeph7FnZSD8cAyC/oU1TjAYsb5oIpVKp0WfgM2jYpKVL/XrsRfz4wzrkmnMe6/i55hznpCTfjk8U688YyH/fvh3aIO3AYYiiiFxzDnR6w2NlouKz2+0wpSbBxqWqiYioEmvZsiXefPNNiKIIQRCwf/9+zJs3D2fPnn3oPk2aNMHChQvRo0cPCIKA119/HZs2bcLvv//uweRERESFa9iwIfr27etW/+STTyRIQ0RE5dHti+cQf/Z31Gjq+l3znDlz2IBFREQe5bFRDuo/1t49efKkp05JREReQqPVISg4pNI3XwH5Uwi02vxmINFqxc2lqyDabEXaV7TZ8re3WgEAWq2+yFOZSmMilKBSAQDM5mw4/mjkKomg4BCMnTzXpflKFB349eediPp2xWM3X+VnvH+MgB6dSnSMgB6dCzweeUau2YzkxAQ2XxERUaU3a9YsyP9Ydnrjxo3o06fPI5uvAODcuXPo06cPvvvuOwCAXC7HrFmzyjwrERFRcRU0/erSpUvYtWuXBGmIvJdarUaTJk2cP/euuRFRvuhN69xqI0eORJUqVSRIQ0RElZXHGrBu3rwJAFAqefGdiKgy8fH1h59/IARBkDqK19AbjBD+aJzKPn8Zcf/7HPasRy+vZs/Kdk6hAgBBJoPeYCzyOUtrIhQA50SokhAEGZ5+Zjz8A4OdtezsTHz3zZc48ute3Fse8XE57HYAgEyng6ZGaImOoakZCplO63I88oyM9DSkmZKdf2eJiIgqs169egEAcnJyMHXq1CI3wouiiOnTpyM7O9vlOERERN7CaDRi4sSJbvXFixfz90GiP6lbty7Onj3r/Klbt67UkYi8yrl9u5BlSnGpqVQqTJs2zW3b+V2a4YPuLfFB95aY36WZpyISEVEl4LEGrAMHDkAQBDRv3txTpyQiIgnJ5XIEBlXlsm0FuLccI5DflJZ9/jIuvfIebq/6Frnxt1y2zY27hdurvsWlV95zNl8BAvwDgiAv4gQrwHsmQomiAzu3bYDDkd/QdDPuKr5etgDxN2JLdLxHnQcA5JrHuxtQ9sf+945HZcthtyMl6S5ysjOljkJEROQ1qlevDlEUsW/fPmRkZBRr3/T0dOzduxeCIKB69epllJCIiKhkJk6cCKPR9eayrKwsrFy5UppARERUbtmsVsRs2ehWnzlzpnOi8D1jm9bG5JZ1MLllHYxtWttDCYmIqDIo+pXbx7R06VJMnjwZrVq1Qps2bRATE+OpUxMRkYepNVr4+QU4pzyRO5VKjYCgYJhSkyE6HBCtVqQdOIy0A4ch02kh06jhyLXAkWN22U+QyeAfEASVqniNRaU5EcqRY36siVC34q/jl307oNXq8OvPu8qkuUkQZAAcsOdaHus4jj/2zz8elSWLJRfpppTHWt6SiIioIsrKyoJarcbt27dLtP+dO3ecxyEiIvIWgiAUuPzgV199VeyGYyIiIgA4+v16dB47BbIHGq7CwsIwZMgQREVFSZiMiIgqC49dTYyJicE///lPCIKAb775hmvuEhFVUEYfP/gHBLH5qghUKjWCgqpCpzO4LNHoyDHDlprm0nwlCAJ0OgOCgqoWu/kKkG4iVNWQgpu9jh85gIP7d5TZZKl7v2Q7cnLcpooVVW7cLef/B7I/3SVFpSsrMx2mlCQ2XxERERXg2rVrAICqVauWaP97379cv369tCIRERE9tt69e6Nhw4Zu9UWLFkmQhoiIKoKMxLu4cHCfW72ghl8iIqKy4NGr4++88w7effdd1KtXD6dPn8a8efM4Ap+IqIKQyeQICKoCvcFY+MbkJFco4OPnj+Cq1eHj6w+lSg25XAGZTAa5XAGlSg0f3z9e9/Mv1rKDD7o3wclTE6FkMjl69HkaY5+fh8bN2jzWOUtCq9U5H6fu+7VEx0jdd7DA41HpcTgcSE1ORFYm724mIiJ6mKioKAiCgJ49e0Kv1xdrX71ej549e0IURWzatKmMEhIRERXf3Llz3Wp79uzB+fPnJUhDREQVRXTUWrdajx490LRpU+fzmTuOYuIPhzDxh0OYueOoJ+MREVEFV6pLEMbGxhZpu7y8PAQFBeHjjz/Gxx9/jPT0dKSnp0MUxUL3FUUR9erVe9yoRERUilQqNfwCgiDj1KsSk8lk0OkN0OkNZXN8uRx2u805EaokyxAWdSKU0ccPg4eNRbXQmgCA3v2HIfHOLaQk3y1Z+BLQaHXIzEiDKIpIP3QcVYcPgtxQ9AuW9qxspB/OXy5ZEARo2IBV6qxWC9JSU+BwlHw5SyIiosrgiy++wLx58xASEoLFixdj0qRJRd530aJFMBqNuH37Nj7//POyC0lERFQM4eHhGDRokFv9k08+kSANERFVJNdiopF4PRZVatd1qc+ZMwezZ88GAOy97rnvqYmIqHIp1Qas2rVrF6mJCoBzO0EQ4OfnB19f30L3EQShyMcnIiLPMBh9YDAW/m84SUur1SHPmj+9KnXfr6g+YWSxj1GUiVDhdRthwNOjXBqWRFGEj6+/RxuwZDIZtFo9cnKyIFqtuLl0FWq+OB1CESaIiTYbbi5dBdFqBQBotXo2F5ay7KxMZGakSR2DiIioXDCZTHjmmWewbds2jBs3Dv7+/pg3bx5u3Ljx0H1q1qyJBQsW4Omnn4bJZMKIESOQmprqwdREREQPN3v2bLffs2/cuIEtW7ZIlIiIiCqS6I1rMfjlN11q48ePx9/+9jdkZHASPxERlZ1SbcAC8pukPLkfERFJQyaTwdc/EGq1RuooVARlPRFKEGTo1K0v2j3Zw6WenJiALVFfw5Sa/Phvopj0BiPMuTkQHQ5kn7+MuP99jrCZEx/5vu1Z2bi5dBWyz18GAAgyGZfVLEWiw4G0tFRYcs1SRyEiIvIq48ePL3SbBQsW4O9//zsGDRqEgQMH4rfffsOhQ4cQFxeHnJwc6HQ61KxZEx06dECnTp0gCAIsFgsWLFiABg0aoEGDBli9erUH3g0REdHD6XQ6TJkyxa2+ZMkSOBwOCRIREVFF8/vOLeg980VoHlhtwmAwYOLEiZy2SEREZapUG7DCw8NL83BEROSllEoV/AOCHrkMHXmXspwIpdcbMWjYGITVrOOy35nfj2Hvzs2w2fJK980UkVyhgH9AEFKTkwCIyD5/GZdeeQ++HdogoGdnl2UYc+NuIXXfQaQfjnG+T0CAf0AQ5EX4M6LC5VmtSDMlw27nkoNERER/tnLlymJN/JbJZOjUqRM6depU4Ov3JoirVCrMnz8fQP5UUjZgERGR1CZMmAB/f3+XmtlsxpdffilRIiIiqmis5hz8vuMHtH9mjEt9zpw5WLRoEVdbIiKiMlOqVxTj4uJK83BEROSFdHojfHz9pI5BJVAWE6Fq1KqLgUOfg15/v2bLy8OenZtx9tSxsnszRaRSqREQFAxTajJEhwOi1Yq0A4eRduAwZDotZBo1HLkWOHJcJzIJMhn8A4KgUqklSl6+ORwO5JpzYDbnwGG3w+Gw84sNIiKiQhR3Mnhh23PSOBEReRtBEDBv3jy3+po1a7hULhERlaroqHVuDVgNGzZE7969sXv3bolSERFRRceRDkREVCSCIMDXLxAarVbqKFRCpTsRSkD7Tj3QsUsfl2lYppQkbIn6GslJdzz63h5FpVIjKKgqsrMyYTZnOxuBHDlm98YrQYBWq4feYOTkqxKw22xuf85ERERUuFWrVkkdgYiIqMz17t0bjRs3dqsvXLhQgjRERFSRJcddQ+zRQ6gb0dGlPnfuXOReOAn5Hzes2EURv8QnSRGRiIgqII9dWaxRowYAICMjA+np6cXe38fHB76+vgCA+Pj4Us1GRESPplAq4R8QDDmXHCz3SmsilEwmQ516jV2ary6eP4Xd276D1Wrx6HsqCrlCAR8/fxh8fF0mM4miA4Igg0wuh1arg0arc3lPVHRWq8X59+pBMp0Oco0a9lwLHDk5EqUjIiLybs8//7zUEYiIiMrcCy+84Fbbt28fTp8+LUEaIiKq6KI3rXNrwBo0aBCa7OgIvTL/WkemJQ8Nlm6VIh4REVVAHmvAun79OkRRxOLFiwv8Raswb775Jl566SWIogilUlkGCYmIqCBanR6+fgFSx6BSVBoToRwOO7ZuWoPxU16AUqXCzz9txcnjhzz6PkpCJpNBpzdApzdIHaVCsVotzslqACCoVPDt+AQCenRyn6y2/1ekHzr+wGQ1IiIiIiIiqujq16+PQYMGudUXLFggQRqi8ic2NhZNmzZ1eU5Ej3bpt59hSrgF/2r3v5+UyWRQqVSAaJcwGRERVVTlam0d4Y9xkEREVPYEQYCPrz+0Or3UUagMlMZEqMyMNGzd9A2sFjPuJNz08Dsgb2G32WBKTca95it9kwYImzEBcoP7vx2amqGoPmEkqg4fhJtLVyH7/GUPpyUiIiIiIiIpzJ0716129epVbNmyRYI0ROWPxWLBuXPnpI5BVK447HZER61Fvzl/dakrVUrAwgYsIiIqfVxjh4iI3MgVCgQGV2XzVSVwbyJUYFAVBFethiohoQiuWg2BQVWg0xvy7whSa9CxSx8IgvvHhrjrl9l8VcllZ2U6lx3UN2mAmi9MK7D56kFygx41X5wOfeP6nohIREREREREEvLx8cGkSZPc6osWLYLjT8vYExERlaaYrZtgNee41HQRPXBS1GPNmevYcCFOomRERFQRlZsJWGq1GgBg5XI1RERlSqPVwdcvgFMHCQAQXLU6nho2Fn4BQVAoFPhl33apI5EXcTgcMJuzAeQvOxg2YwIERdE+XgoKBcJmTsSlV97jcoREREREREQV2OTJk2E0Gl1qWVlZWL58uUSJiIiossjNysDJHT+g3bDRzprPiGmo16oHBjVsyEZgIiIqVeWmAeve2tapqakSJyEiqrh8fP2h0xukjkFeonmrdujR92koFEoAQETH7rgZfw3XrlyQOBl5i1xzDkQxf+lB345PFDr56s/kBj18O7RB2oHDZRGPiIiowtLr9WjZsiWCgoJgNBofumT0n61evbqMkxEREbmSyWQFLj+4atUqpKenS5CIiIgqmyPffePSgAUA/5+9+w5vsl7fAH5np0m692TPsmUvmQrIdAAqgqCIiogLxw+P4hHH0eM8iluGoLKXiKCAsvfeUEYLdLfpSLPz/v6oRELS0pk3be/PdfW6kuddd2uF0vd5n2/jxo0xZMgQ/PLLLyKlIiKi2sinG7CkUiliY2Nx3333oU+fPhAEAcePHxc7FhFRrSOTyRAcEg65QiF2FPIBcoUCAwaNQsvWt7nUky+dRzqXG6S/Oex2FOTrne9D+vao0HlC+vZkAxYREVEZ3X///Zg2bRo6depU7om1giCwAYuIiLzurrvuQqNGjdzqn376qQhpiGqu8PBwPPnkk873c+bMQWZmpoiJiGqOrOSLOLdnO5p06elSnz59OhuwiIioSlVLA5bNZvNYl0gkmDp1KqZOnVruc0okEgiCgOXLl1c2HhER3UCl9kNQUAgkZXxqnmq3kNAIDL17HMLCI13qu7dvwq5tvzunHVHdZjYZoc/Ndn4/SDUaqONjK3QudUIspBo/OIqMVRmRiIioVlGr1ViyZAmGDBkCAKU2XwmCwOXEiYjIZ0yfPt2ttn79epw9e1aENEQ1V3h4OGbNmuV8v3TpUjZgEZXD7qWL3BqwBgwYgMTERJw4cUKkVEREVNtUSwPW9WYpT7/wq8wvAbdu3YrvvvuuMtGIiOgG/gFB0Or8xY5BPqJ5y3YYMORuKJUqZ81YZMD6NT/j0gX+YpSKFeTnwVCY71KTqVUl7F02UrWKDVhERESl+O6773DXXXcBAEwmE7Zs2YIGDRqgefPmEAQBCxYsgL+/P+rVq4c2bdpAoVBAEAQYDAasWLGCTfRERCSKVq1aoX///m71Tz75RIQ0RERUlyXt3YGs5IsIS2jgUn/66acxZcoUkVIREVFtU23jTqriaUuTyYSrV69iw4YNeOyxxzBw4EA4HI4qSEdEVLdJpTKEhkWy+YoAADKZHP0HjcKQkfe7NF9du3IZP3z3CZuvCEDxkoPZWRluzVcAYDeZK3fuSh5PRERUm3Xu3Bljx46FIAg4d+4cWrRogaFDh2LTpk3OfSZNmoT77rsPnTt3Rnh4OGbMmIHCwkJotVpERETg6aefxqRJk0T8LIiIqC6aNm2aW+3MmTPYuHGjCGmIiKguEwQBe5b96FZ/6KGHEBISIkIiIiKqjaplApZMJnOr2e12CIKAzz//3OPYYSIi8g6VSo3A4FBIueQgAVAqVbjvwccQGR3nUj+wZxu2bVkPh8MuUjLyJRazGfrcrBIb4R1FRTClXK3QMoSm5KucfkVERFSKCRMmOF9PmjQJycnJpe5fUFCADz/8EGvWrMGWLVtw5513Yu7cubjvvvuqOyoREZFTSEgIHnroIbf6p59+ysmMREQkisO/rUa/ydOQ/+40CKbi30dK1H6YPHky/vOf/4icjoiIagOv3n2viqlYRERUcTr/AASHhrP5ipwsFjNysjOc780mE9YsX4C/Nv3C5isCABQW5CMnO+OWU0hztuyo0Plztmyv0HFERER1Rc+ePQEASUlJ2LlzZ5mPO3/+PCZMmACJRIJRo0ZhyJAh1RWRiIjIzeTJk+Hn5+dS0+v1mD9/vkiJiIiorrMYjTi0biVgswH2vz9sNjz11FOQy6tlZgkREdUxXrsD37dvX/Tt2xeffvqpty5JRER/k0qlCAmNgM4/UOwo5IP+WL8S2VnpyEi7ikVzP8X5MyfEjkQ+QHA4kJudicKCvDLtn7frAOyFhnJdw15oQN7ugxWJR0REVGfExMRAEAQcOnTIpX7j9BCFQuHx2M2bN+PEieKf7caNG1d9IYmIiG4gl8sxdepUt/p3330Hg6F8/24kIiKqSntW/ORWi4uLw9133y1CGiIiqm281oC1detWbN26FUlJSd66JBERAVAoVQgLj4JSpRI7Cvkoq9WCFT9/j58XzIE+N1vsOOQDrBYLMjPSYDabynyMYLHgypfzIdhsZdvfZive32KpaEwiIqI6ISAgAACQne36c5rRaHTbx5ODBw9CIpHgtttuq56ARERENxk5ciTi4+Ndag6HA5999plIiYiIiIrpU6/CJpNDog2ARBsAqdYfADB9+nSRkxERUW3ANaiIiGoxrc4foWERkMpkYkchH5BQvwkeePgpqNV+btsK8vWwlbFxhmq3IkMBsrPSK7QEpeHUOSR//PUtJ2HZCw1I/vhrGE6dq2hMIiKiOqOoqAiA+5QrvV7vfF2vXr0Sj5dIJACA6Ojoqg9HRETkgaeb2GvWrMGlS5e8H4aIiOgmGwqkiHxrHiLfmofw174EAHTv3h0dO3YUORkREdV0bMAiIqqFJBIJgkPC4B8QJHYU8gESiQTdeg3APfdPQlRMPAYNGwNAInYs8jGCwwF9Thby8/SVOo/h1DmcnfFvXJu/GKaUqy7bTMlXcW3+Ypyd8W82XxEREZVRSkoKACA0NNSlfvbsWefrbt26lXh8y5YtqycYERGRBx06dEDPnj3d6p988okIaYiIiNxdPrwfqedOu9U5BYuIiCpLLnYAIiKqWnKFAsEh4ZBx6hUB8NNoMWTE/ajXoImz1rBJCzRq0gJJ506KmIx8ic1qRW5OJuz28k+98kSwWKDfuhv6rbsh1fhBqlbBYTLDUWS89cFERETk4tixY0hMTESzZs1c6nv37oUgCACAxx57DF9++aXb3+UDBw5Ehw4dIAgCLly44LXMRERUd3m6eX3kyBH8+eef3g9DRERUgt3LFmHUK2+61EaPHo0ZM2YgLS1NpFRERFTTcQIWEVEtotHqEBYexeYrAgDExNXHQ49Md2m+stls+GP9CjZfkZOxyICszLQqa766maPICFuOns1XREREFbR161YAQLNmzRAcHOysX7lyBdu3b4dEIkFiYiJWr16Ndu3aQS6XIyAgAOPGjcOiRYuc+69du9br2YmIqG6JjIzE2LFj3eqffvqpCGmIiIhKdvyPX1GYm+1SUyqVeOKJJ0RKREREtQEbsIiIagGJRIKg4FAEBAbfemeqEzp26Y3R4x6Dzj/QWdPnZuPnBXNw9NAeEZORrxAEAXm5OcjT54gdhYiIiErx66+/QhAESCQSDB061GXbyy+/7JyCNWjQIOzfvx8mkwk5OTmYN28eQkJCAABZWVn4+OOPvR2diIjqmClTpkCpVLrUsrKy8OOPP4qUiKj2MJvNOHHihPPDbDaLHYmoRrNZLDiweplb/fHHH4dKpRIhERER1QZswCIiquHkcgXCwqOg9tOIHYV8gErth+H3jkfv/ndBKv1nEtr5MyewaO7/kJF2VcR05CvsNhuyM9NhNBrEjkJERES3kJKSgg8//BBLlixBeHi4y7bdu3dj8uTJsNvtkEgkHj8yMzMxYsQIZGdnl3AFIiKiyitpasjXX38Nk8kkQiKi2iUpKQmtWrVyfiQlJYkdiajG27dqMew2q0stIiLC4zRHIiKispCLHYCIiCrOz0+LgKBgSCQSsaOQD4iIisWwu8chMCjEWXM47Ni2eT0O7N0mYjLyJSZjEfL0Oc5pGUREROT7XnzxxRK3zZ07F7t27cKzzz6Lfv36ISYmBg6HAxcuXMDatWvx8ccfIysry4tpiYioLho9ejSioqJcajabDXPmzBEpERERkWf96kdCLi2+p5L80Uw0mPGey/bp06dj/vz5YkQjIqIajg1YREQ1VGBQCPw0WrFjkI/w02gxZtzjUNww6r8gPw/rVi3CtSuXRUxGviQ/LxdFhkKxYxAREVEVO336NKZMmSJ2DCIiqsOmT5/uVlu2bBmuXuUkbiIi8i0NgrRQyopXj7BeOe+2vX379ujVqxe2beNDzUREVD5cgpCIqIaRyWQIi4hi8xW5MBYZsHvHJuf7SxfOYuH3n7D5igAAdrsdWZlpbL4iIiIiIiKiKtezZ0907NjRrf7JJ5+IkIaIiKjsBIcdKcePuNU9NRYTERHdCidgERHVIGq1HwKDQiCRsn+W3O3b9RdiYushPe0K9uzYzCXmCABgNhmhz83m9wMRERERERFVi2effdattm/fPuzevVuENEREROWza+kPiG/V1qU2cuRI1KtXD5cv8wFnIiIqO681YP3rX/8CAOzduxcbNmwo9/H9+/dH9+7dAQBvvvlmlWYjIqoJAgKDoNH6ix2DfERAYDDy83JvqgpYvWwBADbaULGCfD0MhQVixyAiIqJqpNVq4e/vj4KCAhgMBrHjEBFRHdOwYUOMHDnSrf7hhx96PwxRLdaoUSOsXr3a+X7EiBFISkoSMRFRzbX27FVIJBIAgCAIyDInIy8jHYERkc59ZDIZnnrqKcyYMUOsmEREVAN5bYTKrFmz8Prrr2PIkCEVOv7OO+90noOIqC6RSmUIDYtk8xUBAORyOQYOuQcTJj+HkLAID3uw+YoAh92O7KwMNl8RERHVQvXr18fs2bOxY8cOGAwG5OXl4cqVK8jLy4PBYMCOHTswe/ZsNGjQQOyoRERUBzz99NOQ3jSpPSUlBcuWLRMpEVHtpFKpkJiY6PxQqVRiRyKqsTKKzEg3mJBuMCGjyAyH3YZ9K39y2+/RRx+FTqcTISEREdVUXMOKiMiHqVRqhEdEQaFUih2FfEBQcCjGTpiK1u06Q6FUYuiocZArFGLHIh9jMZuRlZkGq8UsdhQiIiKqQlqtFnPmzMG5c+fw8ssvo0uXLlCr1ZBIJM4PtVqNLl264OWXX8bZs2fxxRdf8IYBERFVm4CAAEyaNMmt/tlnn8Fms4mQiIiIqGL2r1kGq9nkUgsKCsLEiRNFSkRERDVRjWnAunEUJBFRXaDzD0RwaDgk0hrzRzVVoybNWuHBSU8jIjLGWdPp/BEaFlnKUVTXFBbkISc7Aw6HQ+woREREVIXCwsKwY8cOPPbYY5BKpc6GK0+ub5NKpZg8eTJ27tyJ8PBwLycmIqK64NFHH4W/v+vEdoPBgK+//lqkRERERBVjzM/Dkd/WutWfeeYZt0mPREREJakxf2MEBQUBAIqKisQNQkRUzaRSKUJCI6DzDxA7CvkAqVSGPgOGYdg9D0GlUjvraalXsPD7T5GeekXEdOQrHA4HcrIyUFiQL3YUIiIiqgarVq1C69atne8PHDiA6dOno3PnzoiKioK/vz+ioqLQqVMnPP3009i3b59z38TERKxcuVKM2EREVIvJZDI8/fTTbvW5c+dCr9d7PxAREVEl7Vr6g1utYcOGGD58uAhpiIioJqoRDVhyuRx9+vQBAFy9elXcMERE1UipVCEsIhpKlUrsKOQD/AOCMOahx9Ghc0+X+uEDO7F4wRfIz8sVKRn5EovFjKyMNFi45CAREVGtNG7cOHTr1g2CIMBqteLRRx9F586d8dlnn+HAgQPIzMxEUVERMjMzcfDgQXz++efo2rUrJk2aBKvVCgDo2rUrxo0b57XMCoUC48aNw7p163Dp0iUYjUZcu3YNO3bswPPPP4/Q0NAaf+1hw4ZBEASXj3r16lXJuYmIaoK7777b7c89h8OBTz75RKRERERElZN1+SLO7trmVn/uuedESENERDWRvDpO+tBDD5W4rXnz5qVuv5FCoUBsbCxGjBiBhg0bQhAE7Nmzp6piEhH5FK0uAP4BgWLHIB9Rv2EzDB4+Bn4arbNmsZjx+6/LcebkERGTkS8xFBagIF8vdgwiIiKqRjc2Tj355JOYO3dumY6bP38+JBIJvvvuO+d5Fi5cWC0Zb9SsWTP89NNPaN++vUs9Ojoa0dHR6N69O2bMmIGJEydi/fr1NfLa/v7+mDNnTmXjEhHVaM8++6xbbe3atTh//rwIaYiIiMquUbAO0r+XdHcIApJyC53bdi1egKbderns36tXL3Tq1Mll0jAREZEn1dKANW/ePAiC4FaXSCTo378/+vfvX6HzCoKAr776qrLxiIh8ikQiQVBImMvyclR3SSRSdO89EF169HOpZ2WmYe2KhcjNzhQpGfkSweGAXp8Ds8kodhQiIiKqZm3atAEAXLp0qczNV9fNmzcPM2fORMOGDZ3nqU6xsbHYtGkTYmNjARRPQtm6dSuSkpIQHh6OAQMGQKPRIDIyEqtWrcKgQYOwZcuWGnft9957D3FxcVWSm4ioJuratSu6devmVv/oo49ESENERFQ+fepFQCmTAQAsdrtLA9aFA7uRlnQWUY2auhzz7LPP4oEHHvBqTiIiqnmqbQlCiUTi8lFSvawfRqMRU6dOxe7du6srMhGR1ykUSoRHRLP5ipy0On+07dDVpXbi6AH8OO8zNl8RAMBmtSIrM43NV0RERHVEUFAQBEHAzp07K3T8rl27nOepbj/++KOzAerSpUto3749+vbti0cffRQjRoxAQkIC/vjjDwCAUqnE0qVLERhYNVOAvXXtnj174rHHHgMALFq0qEqyExHVNJ6mXx06dAh//fWXCGmIiIiq1q4lP7jV7rvvPj6EQUREt1QtE7Dmz5/vVpswYQIEQcCZM2fKtIygIAgwmUzIzs7G8ePHsX79ehQUFFRHXCIiUWi0/ggIDBI7BvmYwoI8/LZ2CUaOfhg2mxWbN6zG8SO+OdrY4XDAZCyC0VgEh90OQXBAIpFCKpPBz08DtZ8GUmm19XrXSUWGQuTn5Yodg4iIiLwoPT0d8fHxMJvNFTr++nHp6elVGcvN4MGD0bt3b+c1hw0bhuPHj7vsk52djREjRuDo0aNo1KgRQkND8eKLL2LmzJk14toqlQrffvstpFIpzp07hzfffBMPPvhgpbITEdU0CQkJuOeee9zqnH5FRES1xbHf12HAY9PhHxrmrMnlckybNg0vvfSSiMmIiMjXVUsD1qRJk9xqEyZMAAD88ccfmD59enVcloioRpBIJAgMCoXaz0/sKOSjLpw/hT9/X4uUy0nIzEgVO44bu80GQ2EBjEaDhyWHHbDbbbBazCjI18PPTwutzh8yebX8yFFnCIKAPH0OTMYisaMQERGRlx05cgQJCQlo2bJlhY5v0aIFBEHA0aNHqziZq6lTpzpfz58/360B6rqioiK89tprzulRU6ZMwWuvvQa73e7z137ttdfQrFkzAMATTzwBk8lU4cxERDXVtGnTIPt72abrrl27hp9//lmkREREROVzJF0P2d+rN9ndfr8N2K1W7Fv5M/o9+pRL/bHHHsObb76JwsJCt2OIiIiAalyC8GbJyclITk5Gdna2ty5JRORz5HIFwsKj2HxFAAC1nwYtWrX3uO3gvu0+2XxlsZiRlZWOoqJCl+YrqUYDRUgwpBqNsyYIAoqKCpGVlQ6LpWITGwiw2YqXHGTzFRERUd10fcp4586d0a5du3Id265dO3Tt2tXlPNVBq9Wif//+zvdz584tdf/ly5c7p5yHhoY6p1f58rXbtGmDGTNmAAB++OEHbNq0qYKJiYhqLp1Oh8mTJ7vVP//8c1itVhESERERld/+1BzsuZaNPdeysT81x+M++1YvgdXs+sBFUFAQJk6c6I2IRERUQ3ltHEWDBg28dSkiIp/kp9EiMChE7BjkI6Ji4jF01IMICAyGyWjExaTTYke6JYvFjJysTADFjVcSpRKB3W5DSN8eUMfHOvczJV9Fzp87kLfrAASLBYLDgZysTISEhUOpVImUvmYyFhmQn5frYdIYERER1RUrV67EmjVrMHz4cCxZsgQDBw7E5cuXb3lcQkIClixZAolEgl9++QUrVqyotozdu3eHWq0GABQWFmLfvtKX0Dabzdi1axfuuOMOAEC/fv2wZcsWn722VCrFt99+C4VCgezsbDz33HMVykpEVNNNmjQJgYGBLjWj0YivvvpKpEREdUdmZiZmzZrl8p6Iqk+RPhdHNvyCjsPvdak/88wz+Pzzz+FwOERKRkREvsxrE7CIiOqq4iUHQ9h8RU7tO/XAmIceR0BgMABg8PAx8A8IEjfULdhtNuTmZOF685W2ZVM0ff81xIwf7dJ8BQDqhFjEjB+Npu+/Bm2LJn9XBeTmZMFus3k3eA2Wp89Bnj6HzVdERESEcePGYcWKFWjUqBGOHj2K1157rcQH3erXr49//etfOHLkCBo2bIgVK1bggQceqNZ8LVq0cL4+duxYmZb0O3jwoMfjffHazz77LDp16gQAmDFjBrKysiqQlIioZpNKpZg+fbpbff78+Vz1gsgLMjMz8cYbbzg/2IBFVP12L/3BrdawYUMMHz5chDRERFQTeG0CVnl06NABw4YNQ2RkJDIyMrB+/Xrs2bNH7FhEROUmk8sRHBIGuVwhdhTyAUqlCnfcdS+atmjjUk+9mgyr1SJSqrIxFBZA+PupHm3LpkiYPhkSeek/Rsh0WiQ88xiSP/4ahlPnIDgcMBQWICAo2BuRayy73Y7cnEzYuHwDERFRnVHW5ewsFgt0Oh1ee+01vPbaa8jKykJycjKKioqg0WgQHx+P8PBwAMUPgpjNZoSEhGDNmjUQBAEDBgyolvzNmjVzvi7LdC4ASE5Odr5u3ry5z167QYMGeOONNwAAf/311y2XOKyM2NjYUrdHR0dX27WJiG5l+PDhaNiwoVv9448/9n4YIiIiL8i8dAFnd21D0269XOrPPfccVq1aJU4oIiLyaV5rwAoMDMSnn34KADh69Cg++OADj/t99NFHmDZtmkvt1VdfxcKFCzFp0iSOdCSiGkPtp0FgUAgkEonYUcgHhEVEY9jd4xAcEuasORwO7Ny6EXt3/onrk6V8kcPhgNFoAFC87GDclPG3bL66TiKXI+7xCTg7498QLBYYjQboAgIhlXIIpycmoxF5+mxOvSIiIqpj+vTpU+a//6/vJ5FIEB4ejrCwf36+vP5vD0EQIAgClEolbr/9dkgkkmr9+SI0NNT5Oj09vUzHpKWlOV+HhFR8WnB1X/vrr7+GVquF2WzGlClTKhayjK5cuVKt5yciqgxPy6/++uuvOHPmjAhpiIiIvGPXkh/cGrB69eqFTp063XL5cyIiqnu8dvdz+PDhGDduHB588MESR6NOmjQJTz/9NCQSidvHuHHj8NFHH3krLhFRpQQEBiMoOJTNVwQAaNW2Ex6YMNWl+cpQWIDlP32DvTu3wJebrwDAZCxy3rAL7HYbZDptuY6X6bQI7NoBQPHNQJOxqMoz1gb5eXroc7PYfEVERFRHefpdSGkfno4r6VzVTafTOV8bjcYyHXPjfjce70vXnjhxonNq2LvvvssmAyKqs2677Tb06tXLrf7hhx+KkIaIiKhyFFKpy0dpLuzfhfSkc271Z599trriERFRDea1CVh9+vQBULyszurVq922SyQSzJo1C0DxzdkTJ05g48aNiI+Px7333guJRIInnngCc+bM4S+8iMhnyWQyBIeEQ67gkoMEyOUK9B80EoltOrrUUy4n4ddVP8FgKBApWfkYb2iYCunbo0LnCOnbE/qtu53n02grfpOttnHY7cjNyfL5ZSiJiIio+vTt21fsCJWiVqudry2Wsv1MYzabna/9/Px87toRERH473//CwA4c+YM3n777QpnLKu4uLhSt0dHR/MpeyIShaebzEePHi3zErpEVHkqlQqNGjVyvk9KSnL5mYaIym58m/pQymQAAIvdju8OXyh1/51LFmDUK2+61O677z68+OKLnGJLREQuvNaA1aZNGwDAqVOnkJeX57a9f//+iI2NhSAI2L59OwYOHAir1QoAmDp1Kj799FNIpVKMHz8eM2fO9FZsIqIyU6n9EBQUAgmXViMA/gFBGDX6YYRFRLvU9+zYjJ1bf4cg1JwldR12OwBAqtFAHR9boXOoE2Ih1fjBUWR0no8As9kEfQ6nXhEREdV1W7duFTtCpZhMJudrpVJZpmNUKpXzdVknV3nz2p999plzecIpU6aUubmrMq5evVrt1yAiKq/Y2FiMHj3arf7xxx97PwxRHdaoUSOcOHHC+T4xMREnT54UMRFR3XH8j18xcMoz0IX8s/y5XC7HtGnT8NJLL4mYjIiIfI3XugTi4+MhCAJOnz7tcfudd97pfP3WW285m68A4Ouvv0ZOTg4AoGfPntUblIioAvwDghAcEsbmK3IyGYsgkcqc741FBqxc/D12/LWhRjVfAXDmlalVt9izdNK/j69pn391KcjPQ252JpuviIiIqMYrLCx0vi7rNKsb97vxeF+49vDhw3HfffcBAObOnYu//vqrwvmIiGq66dOnQ3HTpPf09HT8+OOPIiUiIiLyLpvFgr0rf3arP/bYY5VaTp2IiGofr3UKBAQEAICzkepmvXv3BgDk5+e7jS62Wq3YvXs3JBIJmjZtWr1BiYjKQSqVISQsAlqdv9hRyMdYrRb8smIhrBYLUq8mY+H3n+JiUs1cQlciKf5xwW6q3Fhzx9/HXz9fXeVwOJCTlQFDYb7YUYiIiIiqRHZ2tvN1ZGRkmY6Jiopyvi7pd0ViXNvPzw9z5swBAGRmZuKFF16ocDYiopouICAAU6ZMcavPmTOHS58REVGNlWuyIsdoRo7RjFyT9dYHANi3ajGsN/3dFxQUhIkTJ1ZHRCIiqqG8tgSh9O+pMBKJxG2bWq1Gu3btIAgCduzYAYfDfTJGWloaACAwMLBac4aGhqJHjx7o3LkzWrdujUaNGiEmJgY6nQ5WqxW5ubk4fvw4/vzzTyxYsADXrl0r9Xz16tXDpUuXypXh/PnzaNKkSSU+CyLyBqVShaCQMOefb0Q3y85Kx9Ifv0ZG2jU4HDV32T2pTAa73QZHURFMKVcrtAyhKfkqHEVG5/nqKovFDH1Odo3+fiAiIiK62Zkz/zxoUK9evTIdk5CQ4Hxd0rR0Ma4dERGB2Njin3cFQcC6detKPM+NSxkCwMqVK50NCevWrcPs2bPLlIeIyFc9+uijzgerrzMajc5GVSIioppoxemUch9TpM/FkQ1r0XH4vS71Z555Bp9//rnHe9tERFT3eK0BKz8/HyEhIYiOjnbb1qNHD8jlcgiCgJ07d3orkkfz5s3D0KFDPW5TKBTQaDSIjY3FnXfeiddffx3vvPMO3nzzTS4fRFTH6PwDoPOv3oZQqjkaNm6BJs1bYcMvS922pV0r/z/mfI2fnwZWS/GNpJwtOxAzfnS5z5GzZbvL+eqiwoJ8FBbkiR2DiIiIaoEBAwagb9++6NChA8LCwuDv74+CggJkZWXh4MGD2Lx5s9t08ep06tQp5+vWrVtDJpPBbi+94bxDhw4ej/ela0dERCAiIqLMWdq3b+98XZmmMiIiXyCXy/HMM8+41efOnYusrCzvByIiIhLZ7qU/uDVgNWzYEKNGjcLy5ctFSkVERL7Eaw1Y58+fR5cuXdC1a1dIpVKXTuBRo0Y5X2/bts3j8dd/4aXX66s1540yMzNx6tQpXL58GYWFhdBoNGjcuDE6d+4MhUIBtVqNN954Aw0bNsTDDz98y/Pl5+djwYIFZbouEfkmqVSKwOBQqFRqsaOQD5BIpOjZ50506tYHAJCdmY79e7aKG6oaqP00KMjXQxAE5O06gMi774JMpy3z8fZCA/J2HwRQPAlTXccasASHA3p9Dswmo9hRiIiIqIYbMWIE3nvvPTRq1KjEfQYOHIiXXnoJ58+fx4svvog1a9ZUe66dO3fCZDJBrVZDp9OhY8eO2LNnT4n7K5VKdO3a1fl+8+bNNfLaRES12ZgxYxAfH+9Sczgc+Oijj0RKREREJK7MSxdwbvd2NOna06U+Y8YMNmAREREALzZgbd26FV26dEFYWBiee+45/Pe//wUANG7cGA899BAAIC8vD7t37/Z4fJs2bSAIAi5cuFCtOf/880+sXbsWmzZtQlJSksd9IiIi8NFHH+GBBx4AAEyYMAFr16695V+uOTk5mDZtWpVnJiLvUChVCA4OrdPLp9E/dLoADBl5P+ISGjprPfsOwvlzJ6HPqV1PgkqlUvj5aVFUVAjBYsGVL+cj4ZnHIJHf+scIwWbDlS/nQ7BYAAB+fto6tWyn1WKBPjfrllMYiIiIiG7lv//9r3MSiUQiueX+TZo0wYoVK/DRRx9hxowZ1ZrNYDBg06ZNuOuuuwAADz/8cKlNUHfffbdzSavs7Gxs3Vrxhxiq+tqXL18u09cXKF7y8NKlS8739evXx+XLl8v5GRAR+aYXXnjBrbZq1SqcP39ehDRERES+YcfP89wasLp06YJevXqVOGSEiIjqDq/dAf3++++dNx/fffdd/PXXX1i2bBn27NkDnU4HQRCwYMEC2Gw2t2MTEhKQkJAAADhy5Ei15vzggw/w9ddfl9h8BQAZGRl48MEHXcb5T5kypVpzEZG4tDp/hIZFsPmKAAAJ9Rtj3CPTXZqvrFYLNq5bVuuar67T6vwh+btxynDqHJI//hr2QkOpx9gLDUj++GsYTp0DAEikUmh1/tWe1VcUGQqQnZXO5isiIiKqtBkzZuDZZ58FUNx8ZbVasXbtWrz88ssYO3Yshg0bhrFjx+Lll1/GmjVrYLVanfs+++yz1d6ABQBz5sxxvn744YfRsmVLj/v5+fnh3//+t/P9119/Xemfl8S8NhFRbdS/f3+0a9fOrX79oWoiIqK66uKBPbh29qRb3VPjMhER1T1ea8A6e/Ys3nrrLedThD169MDIkSMRGBgIAEhPT8dbb73l8dh77/1nPd0dO3ZUf9gymjt3rvN1+/btRUxCRNVFIpEgOCQM/gFBYkchnyBB1579cc/9j0Cj1TmrOdmZ+Gne5zh57KCI2aqXTC5HcEgYgOK/xw2nzuHsjH/j2vzFMKVcddnXlHwV1+YvxtkZ/3Y2XwHF/y/JyjA1q6YTBAH6nCzk5+nFjkJERES1QGxsLGbNmgVBECCRSLB69Wo0aNAAI0eOxPvvv4+lS5fi119/xdKlS/H+++9j1KhRqF+/PlauXAmg+N80r7/+OmJjY6s156+//uqcJqVWq/HLL7+gdevWLvuEhIRg1apVaNKkCYDiCVT/+c9/PJ6vXr16EATB+TFhwgSvXZuIqK7zdBN5x44d2LVrlwhpiIiIfMvOn+a71YYPH47mzZuLkIaIiHyJV++CvvHGG8jNzcXMmTMRFhbmrO/evRuPPPIIsrI8Tw15/PHHARTf0Ny4caNXspZFZmam87W/f92Z6EFUV8gVCgSHhEPGqVcEwE+jxeDhY1G/YVOX+umTR/D7r8tg/XuJvdpMqVQhJCwcuTlZEBwOCBYL9Ft3Q791N6QaP0jVKjhMZjiKjC7HSaRSBIeEQalUiZTce2w2K3JzsmD3MNGTiIiIqCIeffRRqNVqCIKAH374AQ8//PAtj0lLS8O9996LuXPnYvz48VCr1XjkkUdcpj9VhwceeAB79+5FTEwMGjRogMOHD+Ovv/5CUlISwsPDMWDAAGi1WgCA1WrF6NGjkZeXV+OvTURUm7Ru3RqDBg1yq3P6FRER1RZDGsdALi1+0NjmEPDr+WvlOv7Elo0YMGU6gqJiXOrPP/88Jk+eXGU5iYio5vHaBKzrPv30U0RHR6N169bo0aMHEhIS0KNHD5w+fdrj/oGBgZg9ezYmTpyIMWPGlNikJYYbR9pfunRJvCBEVOU0Wh3CwqPYfEUAgOjYehg3abpL85XdbsOmDavw66of60Tz1XVKpQphYZHQaHTOqZYA4Cgywpajd2m+kkgk0Gh0CAuLrBPNV8YiA7Iz09l8RURERFXqzjvvBAAUFhZi6tSp5Tr2qaeeQmFhIQB4vJle1a5evYp+/frh0KFDAACpVIq+ffvi0UcfxYgRI5wNUBkZGRg5ciQ2b95cK65NRFSbPP/88261c+fOYc2aNSKkISIiqnrROjVi/TWI9dcgWqcu9/EOuw27lvzgVn/ooYcQFRVVFRGJiKiGEmUdIIfDgZMn3dfH9SQvLw8LFiyo5kTlFx0d7TKKedmyZbc8Ri6XY8CAAejYsSPCwsJgMpmQlZWF/fv3Y+/evbDUoRv4RL5KIpEgMCgEaj+N2FHIR0TFxGP0uCkuzXh5+hz8snIR0lOviJhMPDK5HAFBwdAFBMJkLILRWASH3Q5BcEAikUIqk8HPTwO1nwZSqdd7vb1OEATk63NhNBrEjkJERES1UIMGDSAIArZs2QKDoXw/bxgMBmzatAkjRoxAw4YNqymhqzNnzqBLly4YO3Ys7r//fiQmJiIyMhJ6vR4XLlzAihUrMHfuXGRnZ9eqaxMR1QaxsbF44IEH3OoffvghHA6HCImIiIh808FflqPPxCfg5x/grKlUKjz11FN49dVXRUxGRERiEqUBq6by8/ND/fr1MXjwYLz44ouIjIwEAJw8eRLvvvvuLY+Pi4vD77//7nFbTk4O5syZg3fffbfcv1C9UWxsbKnbo6OjK3xuotpOLlcgOCQMMjn/aKR/pF27guSL59CgcfH67UnnTmLD2iUwmYy3OLL2k0ql0Gh10Gh1YkcRjd1mQ25OFmw2q9hRiIiIqJYKDg4GULysYEVkZGQAAIKCgqoq0i1ZrVb88MMP+OEH96fCy+ry5csuE1e9ee2yqmhGIiJfNW3aNCgUCpdaZmYm5s+fL1IiIrouKSkJiYmJLu+JSDwWoxH7Vi1G74dclxx84okn8M4771TqXi8REdVcPtFloFarERwcDLlcjpSUFLHjOPXo0QPbt28vdZ9169bhwQcfdI70r6iQkBC8+uqruPfeezF8+HCcO3euQue5cqVuTmMhqiw/Py0CgoL5y3PyQMD6tYvxwMNP4dihPdi3eysAQexQ5ANMxiLk6XMgCPx+ICIiouqTm5uL8PDwCi9lcf3hMb1eX4WpiIiotvH398fjjz/uVv/8889hNPIhNCKxmc3mMq8sQ0SlW3oyBbh+K6gSv9rds/xHdB8zAXKl0lkLCQnBI488gk8//bRyIYmIqEYSbV2ge++9FytXrkRmZiYKCwuRkpKCCxcuuO0XGhqKJ554Ak888QQGDBggQlLPcnJyMHbsWAwdOhR5eXml7pufn4+5c+dizJgxaNq0KbRaLZRKJeLi4nDvvfe6TMVq3rw5fvvtN4SFhVX3p0BEfwsMCkFgcAibrwgAoFL7udVMxiIs+OZD7Nv9F9h8RQCQn5cLfW42m6+IiIio2l28eBESiQR9+/aFVqst17EajQZ9+/aFIAi4ePFiNSUkIqLa4NFHH0VgYKBLzWg0Ys6cOSIlIiIiqh75FivyzX9/WCq+skFhdhaObvzFrf7ss89CJpNVJiIREdVQXp+A1bRpUyxevBitW7cGgFs2PGRnZ+OZZ55Bo0aNkJaWhvj4eK/d7Lx27Ro+++wzAMU5/f390axZM3To0AEhISH4+eef8dhjj+Hxxx8vcWJVamoqYmJiPI6avHr1KpYvX47ly5dj8uTJ+PLLLyGVStGwYUO88847mDx5soczli4uLq7U7dHR0di3b1+5z0tUG8lkMgSHhEN+02h1qpsUCiUGDB6F8MgY/DjvM9isrv/wstlsIiUjX2K326HPyYLVahE7ChEREdURGzduRJcuXaDT6fDxxx+X63cFH330Efz9/SEIAjZs2FCNKYmIqCaTy+V45pln3Orz589HZmam9wMRERHVEDt+nocOQ+92qdWvXx/33nsvFi9eLFIqIiISiwReHOXRvHlz7NixA4GBgc7Gq+uNSVqtFoIgQC537wl75pln8MEHH0AQBAwcOBBbtmzxVmSPoqOj8dZbb2HixIkAiqdh9enTB8eOHavUeWfPno2ZM2cCKL7RHxsbi4yMjErnvVFsbKxzmcK4uDhcvXq1Ss9PVFOo1X4IDAqBRCraIEDyISFhERh29ziEhhUvz3Li6AFs+GWJyKnI15hNRk69IiIiIq+Lj4/H6dOnoVKpAABLlizB9OnTS70hHhoaio8//hj3338/JBIJTCYTmjVr5vx9ANVM/J0OEVWX+++/Hz/++KNLzeFwoHnz5iU+eExERJXXuXE4Nr821KW2cNVJXMtwH+pAvuuBd/+HZj36uNQOHDiAjh07ihOIiIhE47XOA6lUihUrViAoKAgSiQSbN29Gt27dEBAQgHnz5pV67JIl/9wEv+OOO6o56a2lpqZi0qRJ+OSTTwDAOQ1LWslGjnfeeQdFRUUAip86GjhwYKWzEpG7gMAgBIWEsfmKAAAtEtvjwYenOZuvAKBB42bQ6QJETEW+piBfj9ycLDZfERERkdelpKTgrbfecj7INnr0aFy+fBnLli3Dc889h3vuuQeDBg3CPffcg2effRZLly5FcnKys/lKEATMnj2bzVdERFSiF154wa22evVqNl8R+ZDw8HC8/vrrzo/w8HCxIxHR33b8PN+tdtttt6Fv374ipCEiIjF5bQnCBx98EM2aNYMgCFi5ciVGjx5d5puY165dw8WLF1G/fn2f6hZ+5ZVX8PDDDyMwMBAtW7bE4MGDsW7dugqfz2AwYM+ePc6/kFu0aFFVUYkIgFQqQ3BIGBRKpdhRyAfIZHL0vWM42rTv4lK/mnIJ61b9iMLCfJGSkS9x2O3Izc2G1WIWOwoRERHVYW+//Taio6Px5JNPQhAEqFQqjBw5EiNHjvS4//VmLQD4/PPP8c4773gpKRER1TT9+vVDhw4d3Or//e9/RUhDRCUJDw/HrFmznO+XLl3KJUKJfMTlw/tx5eQxxLVs7VKfMWOG6Ks6ERGRd3lt/MuoUaMAACaTCU888US5J0gcP34cEokETZo0qY54FWI0GrFz507n+x49elT6nKmpqc7XYWFhlT4fERVTqdQIi4hi8xUBAAKDQjB2wpNuzVf792zF0kVfobAgT6Rk5EssZjOyMtPYfEVEREQ+Ydq0aRg7diwuXboEoLjJqqQPALh48SLGjBmD6dOni5iaiIh8nafpV7t27XL5vTcREVFt0io8EG0igtAmIgitwgOr5Jw7fprnVhs8eDASExOr5PxERFQzeG0C1m233QZBELB9+3ZkZWWV+/jrx4SGhlZ1tErJzc11vq6KbFqt1vnaYOAaz0RVQecfCJ0/l5OjYo2bJuKOofdBrfZz1kwmIzb+shTnz54QMRn5ksKCPBQWcAoaERER+ZalS5di6dKluOOOO9CvXz+0b98e4eHh0Ol0KCwsRGZmJg4dOoTNmzdj48aNYsclIiIfl5iYiMGDB7vVOf2KiIhqsy6xoVDKZAAAi92O45mVfyD71NY/kHM1BSGx8S71F154ARMnTqz0+YmIqGbwWgPW9fWorz+pWV5WqxUAIJd7LXKZREdHO1/n5ORU+nzt27d3vr527Vqlz0dUl0mlUgQFh0GpUokdhXyAVCpFz76D0bFLb5d6etpV/LJiIfL0lf8znGo+h8OBvNxsmM0msaMQERERlWjjxo1ssCIiokp78cUX3Wrnz5/HqlWrvB+GiIioBhMcDuxavAB3PTfTpf7AAw9g5syZvOdLRFRHeG0JQrO5ePkehUJRoeOvN3DdOHFKbCEhIejWrZvz/alTpyp1vv79+yMhIcH5/s8//6zU+YjqMoVShbDwKDZfkVNsQgO35qsjB3fj5/lz2HxFAACrxYKsjDQ2XxEREZFPyc7ORnZ2NpKSknzuoTQiIqq5EhIS8MADD7jVP/roIzgcDhESERER1WyH1q9GUZ7epaZUKrksPBFRHeK1Bqz09HQAQJMmTSp0fOfOnSEIAlJSUqoylovg4OAy7yuRSPDZZ59BrVYDAEwmE3755ReXfRQKRZkbzsLCwvDll1863588eRIHDx4scx4i+odWF4DQsAhI/x4hSwQAKZeSsH/PVgDFjTbrV/+MTb+thN1uEzkZ+QJDYQGys9LhcNjFjkJERETkIiAgAIGBgTh8+DBsNv7sSkREVeO5555za+zNzMzE3LlzRUpERETkHXuuZmNHSiZ2pGRiz9XsKjuv1WTE3pU/u9WnTJkCf3//KrsOERH5Lq81YO3atQsSiQSdOnVCREREuY4dMGAAYmNjAQBbt26tjngAgPHjx2Pv3r146KGHSv2LsHXr1vj1119x//33O2vvv/++2xKEMTExSEpKwowZM1wmW91syJAh2LdvHxo3bgygePmjF154AYIgVPIzIqpbJBIJgkPC4B8QKHYU8lHbt6zH8SP7sWje/3DqxCGx45APEBwO6HOyUJCvFzsKERERkUeZmZkAgIyMDJGTEBFRbREaGorJkye71T/55BMYjUYREhEREXnP8cw8HM3Q42iGHscz86r03HuX/wTrTSssBAYGYsqUKVV6HSIi8k1em12/atUqjB8/HgqFAu+88w4eeeSRMh2n0+nw6aefOt8vXbq0uiICADp16oQFCxbAarXi9OnTOHPmDHJzcyEIAkJDQ9GmTRu3KV7Lli3DG2+84fF88fHxeO+99/Dee+/h4sWLOHbsGLKysmC1WhEeHo4uXbo4m8uue/HFF7F+/fpq+xyJaiOFQomgkDDIOPWKAPhptAgKDkXq1WSXusPhwMZ11fv3CNUcNqsVuTmZsNs59YqIiIh8V3JyMiIiIhAWFiZ2FCIiqiWmTZsGjUbjUisoKMDnn38uUiIiIqLawaDPweH1a9Bp5GiX+nPPPYf//e9/MJvNIiUjIiJv8FoD1urVq3HkyBG0bdsWEyZMgF6vx8svvwyr1VriMa1atcKCBQvQrFkzCIKATZs2Ye/evdWW8ca/9BQKBVq3bo3WrVuXuH9+fj5mzZqFTz75BA6H45bnb9CgARo0aFDi9itXruDJJ5/E2rVryxecqI7TaHUICCz7EqJUu8XG18ddIx+ETCbDD999gsKCqn2ChWoHY5EBefqcW+9IREREJLLVq1ejU6dO6N27N6RSaZl+/0BERFQSrVaLadOmudW/+uor6PV67wciIiKqZXYuno/bht0D6Q0DA6KjozF+/Hh88803IiYjIqLqJgHgtXXuWrduja1btzqX90tLS8OKFSvQtm1b9OzZE4Ig4LnnnkNUVBR69OiB7t27QyKRQCKRIDMzEx07dsSVK1eqNWOTJk0wYMAAdOnSBYmJiUhISEBQUBCA4oar1NRUHD58GH/88QeWL18Og8FQ6vkSExPRrVs3dO/eHYmJiQgLC0NoaCg0Go3zfPv27cP69euxcuVK2Gy2av38YmNjnV/DuLg4XL16tVqvR1SdJBIJAoNCoPbT3HpnqgMk6Ni1N3r2uRNSafE/bK5duYwlC7+Cw8EJR1RMEATk6XNgMhaJHYWIiIioTCIjI3Hy5EkEBgbi1Vdfxbvvvit2JBIJf6dDRFVh+vTp+Pjjj11qFosFDRo0wLVr18QJRUS31LJlS5w4ccL5PjExESdPnhQxEVWFzo3Dsfm1oS61hatO4lpG6fceyffdN+t9tOo/yKV2/vx5NGvWjA/VEBHVYl6bgAUAx44dw/Dhw7FkyRJEREQgKioKTz75JIDiG6IA8OGHHzr3l0gkAIDU1FSMGDGi2puvAODcuXM4d+4cvvjiiyo534kTJ3DixAl8++23VXI+IiomlysQHBIGmdyrf4yRj1Kr/XDn0NFo1LSlS73IUACZXAaHhQ1YBNhtNuTmZMFmK3n6JhEREZGvSU9Px8SJE7FkyRK8+eabEAQB7733nvP3KERERGWlUCjw/PPPu9V/+OEHNl8RERFVoe0/fu/WgNW4cWPcc889WLp0qUipiIiounm9c2Hbtm1o27Yt3n77bTz44INQKpUl7muz2bBw4ULMnDkTaWlpXkxJRL7Mz0+LgKBgZ5Mm1W2R0XEYOupBBAaFOGt2ux3btqzHwb3bRExGvsRkLEKePoc3KomIiKjG6dWrF3JzczFr1iy88cYbeOuttzB16lQsW7YMBw4cQGZmJoxGY5nOtW0bfz4mIqrLHnjgAcTHx7vUHA4H3n//fZESEVFZmc1mlwlYZrNZxDRENVuAUlG8RhQACEC+peof2E09ewrn9+5A4849XOqvvPIKG7CIiGoxry5BeLPQ0FAMGDAA3bp1Q0xMDAIDA2EwGJCeno49e/Zgw4YNSE1NFStercRx9VSTSSQSBAQGw0+jFTsK+Yi2t3XD7f2HQn7DJLSC/DysW7UI165cFjEZ+ZL8vFwUGQrFjkFERERUIXa73aWJ/PqDKOVtLBcEAQqFokqzkXfxdzpEVBkSiQQnTpxAixYtXOrLly/HvffeK1IqIqK6jUsQiuORdg2hlMkAABa7Hd8dvlAt16nfriMm/m+uW/3OO+/Exo0bq+WaREQkLq9NwPL393e+LigoAABkZ2dj8eLFWLx4sbdiEFENJZPLERwSBrmcNwwIUCiVGDjkXjRv2dalfunCWaxf8zOMRfwHKhXfrMzNyYTNyiUHiYiIqGbzNP2XE4GJiKg8hg8f7tZ8BQD/+c9/REhDRERU+106vB8pJ44gPtH1PsbLL7/MBiwiolrKaw1Yer0egiAgPT0d8fHxcDgc3ro0EdVwarUfAoNDeYOBAAChYZEYds9DCAkNd9YEwYFd2/7Anh2bucQcAQDMJiP0udn8fiAiIqIab+vWrfyZhoiIKu3ll192q23evBn79u0TIQ0REVHdsH3R97j/7U9can379kWXLl2wZ88ekVIREVF18VoDlt1uh1QqxbZt29h8RURlFhAYBI3W/9Y7Up0hkUgQEBDkfG8wFODX1T8h5VKSeKHIpxTk62EoLBA7BhEREVGV6Nu3r9gRiIiohuvduze6du3qVn/33XdFSENERCSu1EIT5NLiB/5tjup92OXM9i3IuJSEiPqNXOovv/wyRo0aVa3XJiIi75N660Lp6ekAgNzcXG9dkohqMJlMhtCwSDZfkZuszDRs2rAKAHAl+QIWfvcJm68IAOCw25Gdmc7mKyIiIiIiIqIbeJp+dfDgQfz+++8ipCEiIhLXr+evYc3Zq1hz9ip+PX+tWq8lCAK2L/rerT5y5Ei0bNmyWq9NRETe57UGrKSk4pvjMTEx3rokEdVQKrUfwsKjoFAqxY5CPurE0f1Yu2Ihli76hs02BAAwm03IykyD1WoROwoRERERERGRz2jbti0GDx7sVv/Pf/4jQhoiqqhGjRrh+PHjzo9GjRrd+iAi8gnH//gV+vRUt/qLL74oQhoiIqpOXmvAWrFiBSQSCXr37g0/Pz9vXZaIahidfyCCQ8IgkXrtjyfyYU2at0bbDu4j8gHg3OljEAQuaUtAYUEecrMzucQxERERERER0U083dw9f/48li9fLkIaIqoolUqFxMRE54dKpRI7EhGVkd1mw86f5rnVH3jgASQkJHg/EBERVRuvdTjMmzcPV65cgb+/P9555x1vXZaIagipVIaQsAjo/APEjkI+QCqVoc/AYRh29zj0GTgc0bH1xI5EPsjhcCAnKwOFBfliRyEiIiLyOrVajc6dO+Ouu+7C2LFjcdddd6FLly5Qq9ViRyMiIh/RoEEDjBkzxq3+/vvvw263i5CIiIiobjq4biUM+lyXmkKhwPPPPy9SIiIiqg5ea8DKz8/H2LFjkZ+fj6eeegpffPEFAgLYaEFEgFKpQlhEFJRKPrVDgH9AEMY89Dg6dOoJAJDJZBg66kHIFQqRk5EvsVjMyMpIg8ViFjsKERERkddIpVJMmDAB27dvR15eHnbu3InVq1dj4cKFWL16NXbs2IG8vDxs374dEyZMgEwmEzsyERGJ6IUXXnD7uyAtLQ3z588XKREREVHdZDUZsWf5j271Rx99FGFhYSIkIiKi6iD31oUeeughAMBnn32Gl156CZMnT8ZDDz2EjRs34sCBA8jMzITRaCzTuX744YfqjEpEXqTVBcA/IFDsGOQjGjRqhkHDxsBPo3XWLBYztm5eB5vVKmIy8iWGwgIU5OvFjkFERETkVa1bt8aCBQvQunVrAIBEIvG4n1wuR9euXdG1a1c8++yzmDBhAo4cOeLNqERE5AMiIiIwadIkt/rHH38Ms5kPMxEREXnb3uU/osf9E6HSaJw1jUaDadOm4fXXXxcxGRERVRWvNWDNmzcPgiA430skEvj5+WH48OEYPnx4mc8jCAIbsIhqAYlEgqCQMKhUXB6DAIlEiu69B6JLj34u9ayMVKxduQi52ZkiJSNfIjgc0OtzYDaVrWGbiIiIqLbo0qUL1q9fj4CAAJfGq8LCQly5cgUGgwFarRaxsbHw9/eHRCKBIAho3bo1/vrrL9x5553Ys2ePiJ8BERF52/Tp092Wpc3Ly8MXX3whUiIiIiLfcHfzeCikxf+usjoErDid4pXrGgvycWDNUnQfO8GlPm3aNLz//vsoLCz0Sg4iIqo+XluCEChuuLj+4alW1g8iqtkUCiXCI6LZfEUAAK3WH/c+8Khb89WJo/vx47zP2XxFAACb1YqszDQ2XxEREVGdo9PpsHTpUgQGBkIikcBsNuPDDz9E27ZtERgYiMTERHTu3BmJiYkICgpCmzZt8MEHH8BsNkMQBPj7+2PJkiXQ6XRifypEROQlgYGBmDp1qlv9iy++QH5+vgiJiIiIfEewWoEQPxVC/FQIViu8eu1dS35wW+0jODgYjz32mFdzEBFR9fDaBCyuK09EAKDR+iMgMEjsGOQj4hIa4q6RD0Cr83fWbFYrNm1YhRNH94uYjHxJkaEQ+Xm5YscgIiIiEsXUqVMRGxsLQRBw9epVDBo0CKdOnSpx/xMnTuDFF1/E999/j99++w3x8fGIjY3Fk08+iffee8+LyYmISCxPPfUUAgMDXWomkwmffPKJSImIiIgIAPIz03FkwxrcNvQel/pzzz2Hzz77DBaLRaRkRERUFbzWgOVpvXkiqjskEgkCg0Kh9vMTOwr5iKYt2mDIiPshlf4zjDE3JwtrVyxEVkaqiMnIVwiCgDx9DkzGIrGjEBEREYlm1KhRztdjxowptfnqRqdPn8bYsWOxY8cOAMA999zDBiwiojpAq9Xi2Wefdat///33SEtLEyERERER3WjHj/PQfsgol3sjsbGxGD9+PL799lsRkxERUWV5rQGLiOouuUKB4JBwyGQysaOQD0m5nARDYQH8A4qfyDx76ig2rlsGi8UscjLyBTabFbk5WbDbbGJHISIiIhJV48aNIQgC9u/fj927d5fr2N27d2Pfvn3o1KkTGjduXE0JiYjIl0yZMgWhoaEuNavVyiZcIiKivy04eknU62enXMKprX8gsc8dLvWXXnoJc+fOhd1uFykZERFVlvTWuxARVZyfRouw8Cg2X5EbY5EBv6xcBKvFgi0bV+OXlYvYfEUAir83sjPT2XxFREREBEClUgEAjh07VqHjjx8/DgBQKBRVlomIiHyTSqXCCy+84FZfuHAhLl++LEIiIiIi32N1OFw+xLB94XdutcaNG2Ps2LEipCEioqrCCVhEVC0kEgkCAoPhp9GKHYV8hFQqg8Ph+uRG6tXL+HbOuzAWGURKRb5EEATk5+Xy+4GIiIjoBlevXkXjxo2hVCordPz1xqtr165VZSwiIvJBkyZNQnR0tEvN4XDgnXfeESkREREReXLtzEmc27MdTbr0dKnPnDkTP/74IwRBEClZ9YvSqtElNhQdokLQJNgfCYFahPopoVHIYXc4kG+x4XKeAYfTc7H23FXsT8255TlHt0jAJ3fcVuFMdy/bhl1Xs0rcnhgWiIltG6JbXBiitWoAQKrBhF1XsvD9kSSczMov03VGNYvDnEGdAAAOQcDIpVuxrwyfHxHVHF5twBo4cCDUajWKioqwadOmMh/Xv39/aDSach9HROKQyeUIDgmDXM4nrAlQqtS44657YTGbsHHdMrftbLYhALDbbMjNyYLNZhU7ChEREZFP2bp1K5o0aYIuXbpU6PguXbpAEARs27atipMREZEvkcvleOmll9zqS5Yswblz50RIRERVKTMzE7NmzXJ5T0Q129b5X7s1YLVo0QJ33303li9fLlKq6tMqPBAfDeyAVuFBJe8kk8JPIUekVo3OMaF4rH1j7E/NwfN/HMTZnAKvZb3R9E5N8WK3lpBKJC71hkE6NAzSYWzLenhv90l8uu9sqefxV8rxeq/WzveLTyaz+YqoFvJaA1aLFi3w22+/QRAEfPrpp+VqpBo6dCimTZsGQRDQrFkzXLhwoRqTElFlqP00CAwKgeSmH0SobgqPiMbQu8chOCQMAHA15RJOHN1/y+McDgdMxiIYjUVw2O0QBAckEimkMhn8/DRQ+2kglXIV3drCZDQiT59dq5/qISIiIqqor776ChMnTkTjxo0xZswYLF68uMzHjhkzBk2aNIHD4cDXX39djSmJiEhs48aNQ7169dzqb7/9tghpiKiqZWZm4o033hA7BhFVoeRjh3Dx0D40aN/Jpf7qq6/WygasOH9N6c1XJegYHYL1Y/vgwVU7sftadtUHK8XYlvXwcvdEl5reZIFCKoVWWdxmIZNK8Er3RKQbTFh8MrnEc73UrSUi/56elWO0YPb249UXnIhE47W71/fee6/z9TfffFOuY7/55htIJBJIJBKMGTOmqqMRURUJCAxGUHAom68IANCqbSfc//BUZ/MVAHTp0Q9SqazEY+w2G/L1uchMv4b8vFxYLWbY7TY4HA7Y7TZYLWbk5/29XZ8Lu83mjU+FqlF+nh763Cw2XxERERGV4MCBA5g9ezYkEgm+++473HPPPWU6btSoUfjuu+8AAG+99Rb27dtXnTGJiEhEUqkUr7zyilt99erVOHbsmAiJiIiIqCz+mv+VW61du3a46667REjjuzQKOb4f1hUhaqXXrqmUSfFK95YutVlbj6HFV+vQ9Mu1+PZwksu2/+ueCKXMc+tF6/BATGjTwPn+nZ0nkGOyVH1oIhKd1yZg9e7dGwBw6dIlnDp1qlzHnjx5EpcuXUK9evVw++23c816Ih8jk8kQHBIOuYJLDhIgVyjQ/85RSGzjut52yuUkrFv1IxwOu8fjLBYzcnOyIDgcLnWpRgOZWgW7yQxHUREAQBAEFBUVwmgqQnBIGJRKVfV8MlRtHHY7cnOyYLXyHxlEREREt/LGG28gOzsb77//PhYvXoxt27ZhwYIF2LVrF5KTk1FUVASNRoOEhAR07doV48aNQ58+fWCxWDB9+nR89tlnYn8KRERUje677z40bdrUrf7WW2+JkIaIiMi3dYwOgezvQQJ2QcB+EZeBu3hgD1KOH0F8q7Yu9VdffRXr1q0TKZV3pOQb8PvFNBxIzUFGkRk6hRy9EsJxf2J9+MndH+QPVisxtWNTvFnGyVGbLqXdclnA605l5bnVusSEIuLviVUAcCIzD18dOg8AcAjA7O3HMappHEI1xfenIv5eNnF7iusSsRIA7/ZrB/nfq7ocSM3BwuOXypSLiGoery5BKAgCDh8+XKHjDx06hPr166NFixZVG4yIKkWl9kNQUAgkXA6OAASHhmPY3eMQFh7lUt+zYzN2bv0dguDweJzFYkZOViaA4ilIEqUSgd1uQ0jfHlDHxzr3MyVfRc6fO5C36wAEiwWCw4GcrEyEhIWzCasGMZtN0Odw6hVVPalaBXVCHNT14+FXPx7qenFQRoQ5/4469+K/Yc3OLfO5gnp3g3/bRKhioyDzU8NuKII5NQP5B45Av3U3hDJO4fNrVB/BvbvCr0lDKAIDAABWfR4Mp89D/9cumJKvVOwTBhB6Z19Ejh7ufJ+5+jdkrtlQ4fMREZHvsd30941EIkGvXr3Qq1evUo+TSCRQKpX4+OOP8fHHH5e6ryAIUPCBGiKiGkkikWDmzJlu9Y0bN3L6IRERkQdtI4OglBU3+FjsdlEbsADgrwVfYdx7c1xqXbt2Rf/+/bFp0yaRUlWffdey8fmBc9h4IRU33yH47UIqfj5xGcvv6QV/lfu/UYc0ii5zA1ZWkRl7K7FkYbPQAJf3+1Ndz2W2O3A0Q4++9SOdtaYh/m4NWA+1ro8OUSEAAJvDgZe3HK5wJiLyfV5rwAoNDQVQvE51RVw/Liws7BZ7EpG3+AcEQavzFzsG+YhmLdti4JB7XBqhjEUG/LZ2MS4mnSnxOLvNhtycLFxvvtK2bIq4KeMh02nd9lUnxCJm/GhE3n0Xrnw5H4ZT5wAIyM3JQlhYJGRyr/21RhVUkJ8HQ2G+2DHIizxNsasu9V56Cn4JcZU+j6ZZI8RNGQ95oOs/suWBAZAHBkDbvDFC+vZEyuffw5KWUeJ5JHI5osffh6Aend22qaIioIqKQHCvLsj6dRMyV60vd05lZDjCRw4q93FERFSzSCQSl8b1G197Wv79+vZb7UdERLXDsGHD0Lp1a7c6p18R1S4qlQqNGjVyvk9KSoLZbBYxERFVlXO7tiH17ClEN3UdQvLqq6/WqgasbKMZU3/bhxVnSn8Y9VhmHj47cBavdE9021Y/SAeVTAqz3fPD/lVJq3CdwpVntrrtk2t2XeFDp3S9RxXqp8TLN3we845exPFM92lbRFR7eO1OtdVqhUKhgFqtvvXOHlT0OCKqelKpDEEhoZw4RACKl6C8fcAwtLutm0s99Woyflm5CAX5+lKPNxQWOJcd1LZsioTpkyG5RSOVTKdFwjOPIfnjr2E4dQ6CwwFDYQECgoIr9blQ9XE4HNDnZMFi4S+G6oKyTrGr8uvin5vL9iIjTMlXoIyKhCIooJSjXKnrxSFh+mOQqpQAAP2u/cjfewg2fR5k/jr4t2+N4N5doYqJRL3nHsfFtz6GLc9zU2HMIw8gsHN7AIA1OxfZG/+EMekSBEGAOiEOoQNvhyomEuHD7oBgsyHrl9/L8clKEDPpfkiVStjy8t2axYiIqHYpTwMVm62IiOoWT9Ovtm3bhq1bt4qQhoiqS6NGjXDixAnn+8TERJw8eVLERERUlf5a8DXGzv7IpdanTx/07NkT27dvFylV1dqXmoN9ZZw2tuVSuscGLAAIUiuRbjBVZTSP9Dc1XIX6ud8TDde41vQm12Ne69kaweri3zOnG0z4zy7+uU1U23mtASsrKwsJCQlo0qRJhY6/voZ9VlZWVcYionJSKlUICgmDlEsO0t/a3dbdrfnq4N7t2Lr5Vzgc9lKPdTgcMBoNAIobNuKmjL9l89V1ErkccY9PwNkZ/4ZgscBoNEAXEMjvTR9kMZuhz82Cw1H9T6WQ+Mo/xa7q6Lfvga2gEKZLKbBkFP/MWG/G1HI1YEU/dJ+z+Sp14TLkbtnhst1w4gwMJ84g7smHoQgNRsR9w3Dt20Vu59G1aelsvjJfS8eldz+F3fDPBDDTpRTk7d6Pes89AU2TBggfdify9x8pdaLWjUIG3g5N4waw5uqR/dsWRN0/qsyfIxER1SwymezWOxERUZ00cOBAdO7sPnGX06+IiIhK9uflDEj/fnDFIdy8CJ44Tm/dhIyL5xHRoLFLfebMmRg8eLBIqcRT2oSrfA+TqDzpHBOK1ff1RqMgHQJUChisNuSaLDiRmYedV7Kw/HQK8i0ln+tYht7lfe+EcEgA57KJ/ko5bvt7aUFPx3SJCcXolgnO929sO4ZCi61M2Ymo5vLaXepjx45BIpGgU6dOiImJKdexMTEx6NSpEwRBYEc/kYh0/gEICYtggwu5OLR/J65duQwAMJtNWLtiIf78Y+0tm68AwGQsci6NEtjtNo8NG6WR6bQI7NoBQPESKyZj9S5vRuVXWJCPnOwMNl/VEden2N3q/+XrU+y0LSrWmF+SnE3bkL/3kLP5qrxU8THwa1D8j+KipEtuzVfXFRw6hoKDxwAAgV06QBEW6rZPUO+uztdpi1e5NF9dJ1isSP1hKQBAIpchbMiAMuVURoYjYmTxL15SFy6H3Wgs03FERERERFS7eJp+tX//fmzYsEGENERERDVDUm4hzuUU4FxOAZJyC8WOA6D4/sbWBd+41QcNGoROnTqJkEhcrcIDPdbP5RTAaLv1vScAaBCkQ+eYUIRqVFDIpAhSK9EgSIehTWLxdt+2OPjIIEzr2BQlzZA+lJaL87kFzvfxAVr8p187RGhUiPP3w6d3dIRG8c9AgfM5BTicngsAkEsleLdvO+e2bSkZWHmLpReJqHbwWhfFxo0bARQ/ufn++++X69gPPvjA+cQn//FI5H1SqRQhoRHQ+Xv+gYfqNofDjl9WLsLli+ew6PtPce70sTIfa7yhYSqkb48KXT+kb0+P5yNxCQ4HcrMzUVjA9czriopOsZMoldWcrOw0Des7XxceLb3pv+Dv7RKpFAGd2nk4Vz0AgMNigeHU2RLPY76aCkt28eht//atIJHfYsqJRIKYiWMhVSmRt/cQCg8fL31/IiIiIiKqlXr37o3bb7/drc7pV0RERDXTiS0bkJ1y2a3uqeG6tpvYtpHH+sozKVV2Da1Sjv/rkYh5w7pCJnFvwxIAvPrnUdgd/0xJe6h1AxyZPAT7Jg3CoEbRzrrdIWDmX0ec07Eea98YzcOKV2Uw2+z4vy1Hqiw3Efk2rzVgzZ8/H7m5xV2fY8aMwf/+9z/Ib3GDTi6X47PPPsPo0aMBAPn5+Zg3b151RyWiGyiUKoSFR0Gpcl/bmOoenS4AOp37Ul6FBXlY/tO30Odml+t8DnvxkwpSjQbq+NgKZVInxEKq8XM5H4nLarEgMyMNZnP1r8NOvqOyU+x8gUyrcb625eWXuq/9hu2eJnldP5e9sAgoZWR28bmKn6SSafygrhdf6r4hA3pD06QhbIUGpP24otR9iYiIiIio9nr99dfdasePH8fq1atFSENERESV5bDbsW3ht271ESNGoE2bNiIkEse0jk3RMTrErZ5uMOG7wxeq/Hp3NIzGrN6tPW77KzkDT/y2D4WlLFVYYLbi8fV7sTU5EwAQo/PDc52bO7d/deg8zt8waa1XfDjevL0NFo3ohhX39MLXQzpjSvvGCPXznQeViajiyjaioAoUFhZi5syZmDNnDgRBwBNPPIEhQ4bgm2++wZYtW3DhwgUUFhZCp9OhQYMG6NevHyZPnox69YqnBwiCgNdeew16vd5bkYnqPK3OH/4BQWLHIB+RUL8JhowYi9ycLCxd9FWVLCknCMXnkKkr1+AnVavgKDI6z0fiKTIUID9PL3YMEkFlptjpt+6u4jQV4zCbna9lfzd2lkR6w3ZVbJTHc8nkckg16lte1/Vc0TAmXfK4nyIiDBGjhgAA0n9eBXuBb4xIJyIiIiIi7+rVqxf69evnVp89ezYEQfBwBBEREdUERzf+gj4Tn0BQVIxLfebMmRgzZoxIqbznwcT6eLl7S7e6zeHA0xv3I7+URigAMNrs2HUlE/tTc3A2pwB6kwVKmRSNg/1xd/N4tIsM9njcw20aYMHRizh3w5KD1609dxU7UjIxpmU9dIsLQ5S2+Pe9aQYTdl3Jws8nLyPXZHHu/+btbaBVFrdgJOcZ8PHeMwCAUD8lvhjcCb3iI9yuMaxJLGZ0bYFX/zqKn0+6T0EjoprDaw1YAPDVV1+hZcuWeOqppyAIAurXr4/Zs2eXeozk75F/X3zxBT777DNvxCSq8yQSCYKCQ6FSl37zmeoGiUSCLj36o1uv/pBIpNBodejZZzC2bl5XBeeWAnDAbjLfct/SOP4+vvh8JAbB4UCePgcmk1HsKCSCqphi5ygS/3vHfC3d+VrTvAmyN/xZ4r7a5v9MvVIEBQIyqcukK/O1dGiaNIRMrYa6fjxMlzyPx5YHBUIZEfbPuUI9/xIAAGIeHgOpSonCY6eQt2t/WT4lIiIiIiKqhTxNvzp16hSWLl0qQhoiIiKqKnabDdsXfY+hz7/qUr/33nvRsmVLnDx5UqRk1e+JDk3wWq9WHrf935YjzglTniTnGfDM7wew5uxVGG3uK6VsuZyBbw4nYXqnpni5e6LbdrlUitEtE/DWjhMez59jsuCLg+fwxcFzpX4O/etHYkjjf5rn/vXXURhtdqhkUvw8qgdahQeVeKxWKcdHAzvAYrdjxZkrpV6HiHyX1+9UT58+HU8++SQKC4uf2JdIJKV+FBYWYurUqZg2bZq3oxLVSXKFAmER0Wy+IgCAn0aLUWMmoXvvgS7NTTp/fwDua2KXl1QmAwA4iopgSrlaoXOYkq86Gzeun4+8y2azIisrnc1XdVhVTLHzBUXnkmDLL37KSdeqObQtmnrcTxUXg8But7nUpGrXSVf5B486X0feOwyQev6xO/K+YZDcsK2kr0VI/17QNmsMh8mM1B94U4WIiIiIqK7q0aMH+vfv71Z/8803q2RaORERUW0XoVEhUqtGpFaNCI1v/F7yRod+XYn8rAyXmlQqxb/+9S+RElW/f/VsVWLz1Wt/HcUPxy+Vevzua9lYfDLZY/PVjT7ZdxabL6V53NYrPrxMWUuikkkx+/Z/lorccCEVGy8WX2tKh8YuzVeX9IXov2gTGn6+Bh/uOe1yntl92kKj4L0uoppKlFEhX331FerVq4eXX34Zf/75J4xG1xu2RqMRf/75J1566SUkJCTgyy+/FCMmUZ2j0eoQFh4FGZtYCEBMXH2MmzQd9Rv+04Bgs9nwx28r8evqnwFUfqS9n5/G+Tpny44KnSNny3aP5yPvMBYZkJWRBrvNJnYUElFVTbETm2CzI2PVegCARCpF/LRHEDqoH+QhQYBUCnlgAIL7dEf9F5+ERC6HcMP3vVSpcDlX7p87YcnIAgBoWzRBvReegKZZY0iUCkjkcvg1rIf4aY8gsOttcFhvPI/SLZciLBQR99wFAMhYsQ7W7Nyq/tSJiIiIiKiG8DT96vTp01i8eLEIaYiIiGqeYU1jcXfzeNzdPB7DmlZsqn91slks2LHoe7f66NGj0bKl+/J8NZlUAnw0sAOevK2J2za7Q8CLmw7hm8NJVXrNVWc9DwOI9a/c/aXpnZqhfpAOAGC02vDqn/88oDuuVX2Xfd/eeRIns/JhtNnx/u5TOJud79wWrFZiaGPf+74korLx6hKEN8rLy8P777+P999/HwCg0+ng7++PgoIC53QsIvIOiUSCwKAQqNm8Qn+7rUtv9Oo7CFLpP814efoc/LJiIdLTKjapyhO1nwYF+XoIgoC8XQcQefddkOm0ZT7eXmhA3u6DAIq/j/k97D2CICBfnwuj0SB2FPIB16fYVWQZwhun2PkC/V+7oAwLRdiQ/pCqlIi8bxgi7xvmso/gcCB96RqEDe4PeYA/APcmMsFiRfIn3yDhmcegDA+FtlljaF9s7HY9c1oG8vceQvjwOz2eBwBiJo6FVKVC0fmLyNm83W07ERERERHVDd26dcPAgQPd6rNnz+b0KyIiolpk/5pl6DnuEfiH/jOV6foUrPvvv1/EZFVHJZPiy8GdMahRtNs2s82OpzcewJpzVXc/6roMg8ljPUCl8Fgvi4ZBOpcmso/3ncGVgiIAQLROjfiAf+57OQQBv19IdTl+w8U0NA0NcL7vHBOKJaeSK5yHiMQjygQsTwoLC5GamsrmKyIvk8sVCAuPYuMKAQBUKjWG3zMet/e/y6X56vzZE1j4/adV2nwFFP+Dwc+v+AdPwWLBlS/nu0yUKY1gsxXvb7EAAPz8tJCWsMQXVS27zYbszHQ2X5GLqphi5ysylv+CS+9/joKjJ+EwW5x1weGA4fQ5XP7gC+Rs/AtSv+JlBwW7HQ6j+z/cLWkZuPDGf5G5ZoNzGtZ1trwCZK3fjAv//gAOi9VZtxtc/78K7tcT2uaN4bDacG3ez4BQ+emDRERERERUM3mafnXmzBn8/PPPIqQhIiKi6mKzmLF94Xdu9doyBctfKcdPI3t4bL4qMFvx0Jpd1dJ8BQARWrXHut5k8Vgvi7f7toVKXnxP7VxOAb44cM65LVLr53Ydk921cT6t0PUB5cgSMhKR7xNtAhYRic/PT4uAoGBIJBKxo5APiIiKxdBRDyIoONRZczjs2L7lN+zfs7XarqvV+cNoKipubDh1Dskff424xyeUOgnLXmjAlS/nw3Cq+IdYiVQKrc6/2jLSP0zGIuTpcyCwCYRuUtkpdr6m6PR5FJ0+D8ikkAcEQKKQw6bPg/B3s5Q8JAhSRfFTUeZraSWex2E0IXP1b8hc/RukGj/IdVo4zBbY8v4ZK62M+udJNvNV13OFD70DAGA8fwHq+FiPU8b8GtRzvlbFRiOgc/u/z5Xqdj4iIiIiIqqZunbtijvvvNOtPnv2bNjtdhESERER1UwX9QbIpcX3xWwO3/09d22dghWuUeHHkd3RKjzIbVtWkRkPrt6Joxn6Mp+vUZAOUokE53ILyrT/qKZxHuvJ+UVlvuaNRjSNxe0JEc73r2w5DOsN31fSm27B2j3cW7n5+1DG+7ZENRYbsIjqqMCgEPhpyn6TnGq/iMgYl+arwoI8rFv1I66mXKrW68rkcgSHhCEnKxOAAMOpczg7498I7NoBIf16ujQbmJKvImfLduTtPuicfAVIEBwSBpmcf6VVt/y8XBQZOKmSPLs+xS7hmccgKcP/jzdPsfNZdgdsuXq38o1NT0VJl8t0KkeRERYPyy36NUhwvjZecD2XRFH8tdS2aApti6a3vEZAx7YI6NgWAIobv9iARURERERUK3iafnXu3Dn89NNPIqQhIm9LSkpCYmKiy3siqpjNl9LFjlAm16dgDZ7+skt99OjRePPNN3Hy5EmRklVcQoAGP4/qgQZBOrdtl/MMuH/VDlzUl2/ljSYh/vjmrs5YfjoF3x+5UGrz1vROTdG3fqTHbZsvlf/3qDqlHLN6tXa+X3EmBTuuuK6EkG10/f13sFoJmUTi0ogVoVW57JNlNJc7CxH5Bt6tJqpjZDIZgkPCIVdUfC1jqp2OH9mH2Pj6SGzTEZcvnsOvq3+Cscg7S8wplSqEhIUjNycLgsMBwWKBfutu6LfuhlTjB6laBYfJDMdNjQsSqRTBIWFQKlUlnJmqgt1uR25OJmxW6613pjqtolPsaqLAv6dMAUD+nopP8VLFRkEdWzxq23D6nMtkLCIiIiIiIgDo3LkzBg0a5Fbn9CuiusNsNtfIZgsiqpzaNAWrUZAOy+/t5XF5Pb3JgtnbjyNco0a4pvTl905l5aHAYnOpyaVSjGlZD2Na1sPJrDxsS87E0YxcZBaZIZVI0CTEH6OaxaFDVIjHcxosNvx0omwP2d7opa4tEKUrXmIw32zFrK3H3Pa5nGdAjtGMED+VM2uP+DBsTc507tM7PsLlmENpueXOQkS+gQ1YRHWIWu2HwKAQSKRSsaOQj9r02yqkp13FkQO7vL7EnFKpQlhYJAyFBTAaDc7rO4qM7o1XEgn8/LTQ6vw5+aqamU1G6HOzueQglVn5p9jVPOoGCfDvUPxkkzH5CorOVvyp04h7hjpf5/zhvtzrmWn/d8tzBPbohNhJDwD4e+rVmg0VzkNERERERL7H0/Sr8+fPY9GiRSKkISIiIm+pTVOwbosO8dh8BQBBaiW+uatLmc5z97Jt2HU1q8TtLcMC0TIssFzZ/rPrJNIMpnIdkxgWiIfbNnS+f2/XSWQWeZ5cteLMFTzarpHz/YyuLXE4bSfyLVYMaxKLTjH/rE5jstnxy/mr5cpCRL6Dd62J6oiAwCBotP5ixyAf0aJVe+hzspF6LdmlbrNZcXj/TpFSFS9HGBAUDF1AIEzGIhiNRXDY7RAEByQSKaQyGfz8NFD7aSBlI2G1K8jXw1BYtnXTiW5U1il2vkiiVECiUMBhKPK4XRkdifipEyGRSiHY7Eidt6TEc8mDAmHT55VwIQki7xsG/7bFywfkHzyKgkPHK52fiIiIiIhql06dOmHIkCFu9bfeeovTr4iIiOqA2jQFyxd9svcMvjlc/gds/9OvHeR/36c6lqHH3KMXStz3031nMKJprHO6V8foEBx6dBByTRbE+mtc9v1s/9kSG7mIyPexAYuolpNKZQgOCYNCqRQ7CvkAuVyOPgOHo037LsjP02Ph95/AZPTcZCAmqVQKjVYHjdZ9HXCqfg67Hbm52bBa+EM+VZ6nKXbVRRERBk2TBi41eeA/zccBHdvCVvjP0qoOkwUFB4647h8UiEazXkDBoeMoPHkWlrR0CFY75MGB0LVugaCenSFVKCA4HEhdtAymyykl5om4dyjU8THIP3AUpguXYcsvgFSlgio+BsG9ukKdUDwdzJh8BanzFlfFl4CIiIiIiGoZT9OvkpKSsHDhQhHSEBERkbfVpilY1eF0dj5+S0pF33oRUMllZT4uKbcQ//rrCLZczij3Nce1qo/boouXM3QIAl7afBiOUhYRySwyY9zqXZg/rKtzyUKNQg6NwrVVY8Gxi/hwz+ly5yEi38EGLKJaTKVSIyg4lEsOEgAgKDgUQ0c9iIio4hv+AYFBGDxsDFYumStyMvIlFrMZ+twsOBwOsaMQlZumSQPnUnyeRI4e4fLekpXj1oAFAFKVCoFdb0Ng19s8nseWl4/URSs8HnszdVwM1HExJW7P338E1+YvrhHTwYiIiIiIyLs6duyIu+66y63+1ltvwWaziZCIiMQSHh6OJ5980vl+zpw5yMzMFDEREXkTp2CV7FKeARN/2Q1/pRzd48LRNTYUzUMDUD9Qi2A/JbQKOax2B/LMViTnF+FIei5+v5iGbSkV+zM0RK3EK90Tne9/PH4Jh9Jzb3nc0Qw9bv9hEx5p1xB3NIxGwyAd1HIZsorM2J+ajQXHLmLHlZKXViSimoENWES1lM4/EDr/ALFjkI9o3CwRd941Gir1P+trm0xGHD28R8RU5GsKC/JQWJAvdgwiUdly83Bt/hJomzWCOiEO8kAdJEoV7IWFsKRloODwCeh37IXDaLrluXJ+/wu2nFxomjSCIiwYMn8dBKsNNn0+DGfOI2/3ARjPX/TCZ0VERERERDXRG2+84Va7cOECfvjhBxHSEJGYwsPDMWvWLOf7pUuXsgGLqIIebFUfCqkEAGB1CFh0/JK4gcqgNkzBWnIqGUtOJVfb+QssNmy4kIoNF1Kr7RoAkGOyIPHrdRU6Nt9ixUd7z+CjvWeqOBUR+Qo2YBHVMlKpFEHBYVCqVGJHIR8glcrQq99g3Na5l0s9PfUKflm5CHn6HJGSkS9xOBzIy82G2XzrhhIiX5a3Yx/yduyr1DkEqxX6rbug37qr0nlMl6/AdPlKpc9zK1XxeRMRERERkW/p1q0bhgwZ4lZ/++23Of2KiIioEtRyKZSy4qXqZHa7yGnKjlOwiIh8H9clI6pFFEoVwsKj2HxFAIqnoI0eN8Wt+erIwV34ecEXbL4iAIDFYkZWRhqbr4iIiIiIiIh8yJtvvulWu3DhAubPny9CGiIiIhLb9SlYNxs9ejRatmwpQiIiIroZG7CIagmtLgChYRGQ/t21T3Vb/YZN8dAj0xETV89Zs1jM+HXVT9j02yrY7XxSkgBDYQFysjLgcNScp3yIiIiIiIiIars+ffqgf//+bvU33niD06+IiIgqyS4Adoej+EMQO0357F+zDAXZrsuPSqVSlyVKiYhIPFyCkKiGk0gkCAoOhUrtJ3YU8hEdOvXE7QPugkTyT49tVmY6flmxEDnZGSImI18hOBzQ63NgNhnFjkJEREREREREN/E0/erMmTNYtGiRCGmIiIhql3lHLogdocKuT8EaPP1ll/p9992Hdu3a4fDhw+IEIyIiAJyARVSjKRRKhEVEs/mKXKSlXoEg/PPYxsljB/DjvP+x+YoAADarFVmZaWy+IiIiIiIiIvJBd9xxB3r27OlWf/3112G3c4I1ERFRXbd/zTLkZ6a71T01cBMRkXexAYuohtJo/REaHgkZlxykm1y7cgnbt/wGm82K339djt/WLoHNahU7FvmAIkMhsjLT+AtbIiIiIiIiIh/l6ebpsWPHsGTJEhHSEBERka+xWczYuuBrt/rQoUPRtWtXERIREdF1bMAiqmGuLzkYEBgkdhTyYfv3bMWCbz7CscN7xY5CPkAQBOhzs5Gflyt2FCIiIiIiIiIqwbBhw9C5c2e3+muvveYy7ZyIiIjqtoO/rEDutStudU7BIiISFxuwiGoQuVyBsPAoqP00YkchH6BW+2HEfRPQsnUHj9v1udleTkS+yGYrXnLQZCwSOwoRERERERERlUAikeDf//63W/3AgQNYtWqV9wMRERGRz7LbbPhz3pdu9QEDBqBPnz7eD0RERADYgEVUY/hptMVLDsrlYkchHxAVHYcHJz2NRk1aov+gUQgNjxQ7EvkgY5EB2ZnpsNtsYkchIiIiIiIiolLcfffdaNeunVv9tdde834YIiIi8nlHN/6CrOSLbvXZs2eLkIaIiAA2YBH5PIlEgsCgEAQGhUAikYgdh3xAu47dMWb8EwgMCgEAKBRK9BkwTORU5Gvy9DnI0+dwiQIiIiIiIiIiHyeVSj1Ov9q1axd+/fVXERIRERHVXj3jw9GnXgT61ItAz/hwseNUmMNux5bv57jVe/TogUGDBomQiIiIOEqHyIfJ5HIEh4RBLleIHYV8gFKpwsC77kWzFm1c6heTzmD9mp9FSkW+xm63IzcnEzarVewoRERERERERFQGY8eORcuWLd3q//rXv0RIQ0S+yGw248SJEy7viahimoX6QymTAQAsdju2p2SKnKjiTmzegF4PTUZUo6Yu9dmzZ+O3334TKRURUd3FBiwiH6X203DqFTmFhUdh2N3jEBz6z9MYDocDO7duxN6dfwLglCMCTEYj8vTZnHpFREREREREVEPIZDLMmjXLrf7nn39i06ZN3g9ERD4pKSkJrVq1EjsGEfkYQRCw+dvP8MA7n7rUb7vtNowcORKrVq0SJ5gXLb+nJ7rHuU8y6/T9BlwpKBIhEVWV1Omj3Gop+QZ0nrtRhDS+4/kuzfFC1xZu9ekbD2DJqWSXWpy/Bvsm3em2784rmbhn+Xa3Ov9/qjwuQUjkgwICgxEUHMrmKwIAJLbpiAcefsql+cpgKMDyn77F3p1bwOYrAoD8PD30uVlsviIiIiIiIiKqQcaPH48mTZq41Tn9ioiIiMrizPYtuHrquFv9zTffhFTKVgAiIm/iBCwiHyKTyRAUHAaFUil2FPIBcrkC/e4ciVZtO7rUryRfwLqVP8JgKBApGfkSh92O3JwsWK0WsaMQERERERERUTkolUq89tprbvUNGzZg+3b3J9KJiIio8n5LSoX07wEIjlryQPOmb/+H8R985VJr1aoVxowZg59++kmkVFTXjW6RgE/uuM2t/t/dp/DBntMiJCKqfmx7JfIRKrUfwsKj2HxFTp6ar/bu3IKli75h8xUBAMxmE7Iy09h8RURERERERFQDPf7446hfv75bndOviIiIqs/VAiNS8ouQkl+EqwVGseNUiaS9O3H5yAG3+htvvAGZTCZCIiKiuokTsIh8gH9AELQ6f7FjkI/Zte13NG7aEmo/DUzGIqxfuxgXz7MjnIoVFuShsCBf7BhEREREREREVAE6nQ6vvvqqW33NmjXYt2+fCImIiIioJtv07WeY9L+5LrUmTZpgwoQJ+P7770VKRURiyigyYcTSrW71fLNVhDR1AxuwiEQklcoQFBIKpVIldhTyQQX5eqxfsxhde/bHulU/Ij8vV+xI5AMcDgf0OVmwWMxiRyEiIiIiIiKiCnruuecQHh7uUnM4HJg5c6ZIiYjIlzVq1AirV692vh8xYgSSkpJETEREvuby4f04v3cnGnfu7lJ//fXXsWjRIpjNvKdAVNdY7A7svZYtdow6hQ1YRCJRKlUICgmDVMqVQAnQ+QeiyFAAh8PhUr+YdBoXk84AqB3rkFPlWCxm6HOy4XDYxY5CRERERERERBUUFhaGF154wa2+cOFCHD9+XIREROTrVCoVEhMTXd4TEd1s83efuTVgJSQkYOrUqfjwww9FSkVEVHewAYtIBDr/AOj8A8WOQT6iQePmGDxsDI4d3ottW9Z72IPNVwQYCgtQkK8XOwYRERERERERVdL//d//wd/f36VmsVjw+uuvi5SIiIiIaoOrJ4/h9LYtaN6rr0v9//7v//Dtt98iPz9fpGRAlFaNTjGhaB0eiCYhAYgL8EOkVg2dQg6lTIYiqw35Fisu6Q04lqnHuvPXsD81p9LXDdeoMK5VfQxqGI24AC385FJcKzRhW0oG5h+9iNPZZf+aSAAMbBCF2+tFoFN0KCK0agSpFLA6HMg1WXAhtxB7rmVj9dmruKAv9HiOUD8lDj4yGEqZ64COvdeyPS4Vd6PnuzTHC11buNUfXbcH685f83iMTinHqKZx6BYXhtYRQQhRq+CvlCPfbEV6kQl7rmZjw4VU/JWcUbYvwi10iw3Dint7lbrPC11bePw8/rv7FD7Yc7rM12oS7I8HW9VH33oRiPH3AwBcKzDiz+QMfHnwHFILTWU+l7e/TiUZ2TQO9zSPR2J4IILVSmQbzTidnY9lp1Kw+uyVct8xjvPXYN+kO93qO69k4p7l2yud95OBt2F0ywS3eo7RjDErd+B4Zp7btvgADUY2jUOX2FA0CfZHkFoJlUyKXJMFKflF2HElEyvPXMHZnIIyZZBKgIENojGwQRQSwwMR76+BRimHQipBkdWOLKMZKflFOJOdj6Ppeuy+loWrBcZKf+4lYQMWkRdJpVIEBodCpVKLHYV8gEQiRY/b70Dn7sU/CHfq1gdXr1zChXOnRE5GvkRwOKDX58Bsqr4fBoiIiIiIiIjIOxISEvDkk0+61b/88ktcunTJ+4GIiIjqmIQADaQSCQDAIQhIzi8SOVHV+uPrT9C0e29IZTJnLTQ0FC+++CJeffVVUTIpZVIcenRwqfv4qxTwVykQ669Bj/hwPN6hCQ6l5eCZ3w+WuRHjZnc1jsF7/dojxE/pUm8UrEOjYB0eTKyPj/aexkd7z9zyXP3rR+KN3m3QKFjntk0FGXRKBeIDtLi9XiSe79ICv5y/ipl/HkG20eKyb7bRgk0X0zC4cYxLvWN0CGJ0frhWWPK9oJFN49xqOUYzNl5IdatLJcD0Ts3weIcmCFAp3LaHalQI1ajQMiwQE9s2xMG0HDz/x6FyNaSJ6bkuzTG9UzO3RramoQo0DQ3Ag4n18ci6PbdsmPKVr1OonxLf3dUFXWLDXOqx/hrE+mvQv34UHm7TAE/+tr9Kr1sZ7/Vr57H5KrPIhNErdrh9jYLVSrx5e2uMaBoHuYcVwqJ0fojS+aFTTCie7tQMq85ewf9tOYI8s7XEDE1D/PH1kM5oFhrgcXuASooAlQINg3S4PSHCWX/m9wNYfDK5rJ9quXDtMyIvUSiUCAuPYvMVAQC0Wn/c9+BkZ/PVdQn1GouUiHyR1WJBVmYam6+IiIiIiIiIaolZs2a5LR1WWFiIt956S6REREREdcvAhlEY3DgGgxvHYGDDKLHjVLnMS0k4smGtW/3ZZ59FVJQ4n6+kgse1jwrBmtG90STY/9Y73+SuxjH4anBnt+arGylkUrzYrSVe6d6y1HO90LU5Fgzv5rH5yhOZVIIRTeOw8f5+aBHm3hiy+JR744dUUnxMSVqFB6JxiPvXYcXpFFgdrnORdEo5lt3dCy92a+mxqciTDlEhWDu6N/rViyzT/mKRQIL/9m+PGV1buDVf3UirlOPbuzoj7u/JWJ74ytcpUKXA8nt6uTVf3axLbBiW3N0TYRrxlyH+d+/WeKh1A7d6usGEe5Ztd2u+ah4agN8f6It7mid4bL66mVQiwd3N4vHr2D6ID9B43CfUT4kV9/QqsfmqNKpSvncqiw1YRF6g0fojNDzSpduc6q74eo0w7tHpiEto6KzZrFZs+GUp/vzD/YdiqpuKDIXIzkqH3W4XOwoRERERERERVYGWLVti/PjxbvUPP/wQGRnVu5wJERER1R1bvvscVrPZpabRaPDaa6+JlKjiAlVKfHbnbeU+7rVerSCTlq316+lOzdArPtzjtvGtG+D5Li2cU9PKI8bfDz8M74bwmxpm/riYhswi9+XxRjUruQHL0/QrAPj5pik+Ugnw9eDO6BZXejOPJzqlAl8N6YSmHhq9fEVcgAYPtqpfpn11SgWe6+K+1CHgW1+nt/q0KXMTUaNgHcZ7aHzypv/rkYjJ7d0HilwrMOLuZdtwLtd1Yl2ERoWFI7oh1t9zI1VpGgbpMG9YV/jJ3XssJrdrjFAfaEa7GZcgJKpGEokEgUGhUPuV3F1LdYkEXXr0RbdeAyG9obs3NzsTa1csRFZmmojZyFcIgoA8fQ5Mxto19piIiIiIiIiorps9ezZkNz2gmZWVhQ8++ECkRERERFQb5WWkYd/Kn9F97ASX+uTJk/Hhhx/i/PnzXs9ksNhwPFOPw+l6JOUWIKPIjCKrDRa7AwqZFMFqJZqHBuC+FvGID9C6HNsmMhg94sKw40pWma8nlUhgtNrw3ZEL2HklExJI0DshAg+3aQCVh2aON3q3Rr9Fm11q4RoVZvVq5fH8qYVGfHXwPE5m5UGjkGNggyiMbVnPrekr1l+Df/Vshac3HnDW7IKA5adT8HiHJi77to4IQsMgHS7oC92uN7xprFvtWIYeJ7LyXGoPJtZH3/ru05lMNjtWnEnB9pRMZBWZEaXzwz3N4nD7TZOcdEoFPhjQAcOW/OXx876V45l6jFi6FQDQr14kpndu5rbPTycu4+eTl93qVwvKfl9Mb7Lgy4PncCg9FxEaNaZ1bIqmHpqYhjeJxYxNh2AXXKeEif11uq5tRBDuae6+jB8AXM4z4MuD53A+txAhaiVGt0xA//pRFWoGrCrPdWmOaR2butWv5Bfh3hXbcTnP4LZtVu/WHpuvsorMWHj8Io5n5sFgsaFhsA4T2zR0m/TWMiwQz3Zuhrd3nnSpd/fQPJdntuDbw0k4mq5HgcUGP4UMkVo1mgT7o2N0CNpGBpc6Oa0qsAGLqJrIFQoEh4S7/VKF6ia1nwaDh49Fg0auP2icOXUUv69bBovFXMKRVJfYbFbk5mTBbrOJHYWIiIiIiIiIqlCXLl0watQot/rbb7+N/Px8D0cQERFRdTiZlQ/53w0MtpuaMmqTrT98gw5D74Za908zg1wux+zZszF27FivZjHbHWj65Vo4bvHlXnvuKr4/koTjj93ltq1PvchyNWDZHA7cv2on9lzLdtY2X07HjiuZWDC8m9v+LcIC0SUm1GX/xzs0gZ/CvZ0iOc+AIYv/RLbR4qxtuJCK/ak5+GhgB7f9RzWLw/u7TyEl/58Go8Unk90asABgZLM4fLjntEutY3SIW1Na8Tlcm5gkgMeGJ6PVhrGrdmLvDZ8bACw9lYw3erfGYzdNM+oYHYKe8eHYnpLpdq5bKbDYnNepH+ieGShutLo5S3nkm60YvmSry6SlzZfSsX3CQASrXZec1CrlaBrqj1NZ//y87Qtfp+smtGnosX5BX4ghP/+JPLPVWVtz7ire69fO49J/3vBEhyaY0dV9olhyngH3LN+OKx4a6BoF6TwurZmUW4hRy7Yis+if++N/Jmdg4fFLWHFPL9wWHeKy/8S2DfHkuZeYAAEAAElEQVS//WdRYPnn/mmIn/v0q3/9eRRLT6eU+DloFXIMbhSNK/nVNwSDSxASVQM/jRZh4VFsvqqFHA7H30vDZSAzPRUZaVeRmZ6K7KwMFBkK4XA43I6Jjk3AQ49Md2m+sttt2LxxNdatXMTmKwIAGIsMyM5MZ/MVERERERERUS307rvvutVSUlIwZ84cEdIQERHVXbuuZGFbSia2pWRiVzkaemoaY34edvw4160+ZswYdOjg3iRU3RwCoJBKMKBBFN7t2xar7u2Fg48MwrknhuLq0yOROn0UUqeP8th8BRRPhyqPVWeuuDRTXff7xTRsuZTu8ZjbEyJc3t/RMMrjfv/ZddKl+eq6n09exoHUHLe6XCpF/5umLZ3OzseR9Fy3fT0tNeipZrE7sPLMFZda28hgj5OGlp9OKbHh6cuD5zzW72wY7bHuC+YcOOu2zF2OyVJiI1TcTV8TX/o69U7wvPTluztPujRfXffv7cdRZPX+fcRJbRviNQ/T4C7oCzFq2TaPzVcAcGejaI8Tuz7Yc8ql+eo6i92BuUcuuNV1SgV6xbv+/5lvdv9/sGGwrsTPAQAMVhuWnU7B7ko0AN4KJ2ARVSGJRIKAwGD4aTx39FLNZbfZYCgsgNFogOD2RIQDdrsNVosZBfl6+PlpodX5QyYv/iO2dbsu8A8Icu6dn5eLX1YuQtq1kjtwqe4QBAH5ebkwFrmP5SQiIiIiIiKimu/OO+9Enz593Oqvv/46zGY+mEdERETVY9fSheh8z/3wD3Vt8nj33Xdxxx13eDVLv3qReKtPG9QPKr1BoiQhN002upXfLqSWus3T8nNtI4Ncrtc42N9tH7tDKPXc65OuuU3vAYDOMaGYd/SiS+3nk5fRNjLYpdYkxB+JYYHOpQWlEmBYE/flB3+/mIock2sDSpeYUI+ZxrVugHHlnJrUNdbzuXzBzY1n16UVGj3WA5QKl/e+8nUK16g8NoLZHQL+uJjm8ZhCiw07r2RhQAPPzYHV5Ynb3Ke1nc8pwL0rtiPdYCrxuJK+1nMGdcKcQZ3KlaFrbCh+TbrmfL/3Wg7aR7n+v/ZM5+YY2iQWh9JykZRbgAt6A87nFuB8TgGstxrBV0XYgEVURWRyOYJDwiCXK269M9UoFosZuTlZEG6abiXVaCBTq2A3meEoKu7sFQQBRUWFMJqKEBwSBqVShS0bVyM6Nh6hYZG4cO4Uflu7GCaT5x8CqG6x22zIzcmCzebexU5ERERERERENZ9EIsE777zjVj916hQWLFggQiIiIiKqK6wmI/6a9yWGPv8vl/rAgQPRv39/bNq0ySs5BjeKxtdDOkMurfjiXAGq8t1/TcotLGVbgcd6uEbtfB2hVXvcJ81gRJHVXuK5z5dw3QiN+/lWnbmC13u1hlruuqLSyGZxzgasHnHhHrP8fDLZrRZZQuaKiNL6Vdm5qlKhxYrkEpaPK+m/i0zqOoHJV75O4Rr3JfQAILXQCKOt5O+xpNxCDBBnFUKnzCIT7l6+zeMUqxtV5df65nN9e/g8HkisB/+b/mxoHOzv1jxptNlxMDUHa85dxbLTyaX+P1xZXIKQqAqo/TQIC49i81UtZLGYkZOV6Wy+kiiVCLq9GxrOegHN//cWmrz/Gpr/7y00fP0FBN3eDRJlcQe+4HAgJysTFosZVqsFa1csxNbNv2LV0vlsviIAgMloRFZmGpuviIiIiIiIiGqx+++/H+3bt3erz5w5E3Z79f3in4iIiAgADqxdgeyUy271d999FxIPS4NVNT+5DO/2bVep5iugeBJUeZTWwFJS84VW+c/sGn+l5zk2t2rcKGl5OE8NZHqzFRs9TNMa0TT2htfuyw+mG0wel1Esb5NaaYLUvnnP29OyfNfZBEeJ227kK18nndLzsaV97wIlf495U7hGjeEeJrPd7ObmqMoIumkK3pUCI+5ftROX8269wpCfXIYe8eH4T7922D5+INrdNHmuKnECFlElBQQGQ6Ot2LhM8m3XpxMBxSMJtS2bIm7KeMh07ktMqhNiETN+NCLvvgtXvpwPw6lzAATk5mQhLCwSOVkZyMnK8O4nQD4rP0+PIoPnJyyIiIiIiIiIqHZQqVR4++233ep79+7FypUrRUhERDVVZmYmZs2a5fKeiKgsHHYbNn37P4x+478u9Y4dO+K+++7DkiVLqvX6/epHepzgZLU78NHe01hz9iqu3TTxJ3X6qEpf1++mqVI30ig8bzNY/mlsKbB4bnIp6dh/tntuv8gvoXFo8alkDL+pySo+QIuO0SE4kp6LIY1j3I5ZdioZdsF9ObXSmpPKq7INc9XF4eHzvq6UTS585etUaPGco7TvXaDk7zFv+/ftbZBvsWHpKfdpbNeV9H1fEXIPXZgH0nLQc8HvGNQwGoMaRaNzTChi/TWQltJcGq3zw/xhXdFt/sZqmYTlG/91iGogmUyG4JBwyBW+2QFMlWcoLHBOvtK2bIqE6ZMhkZf+x6ZMp0XCM48h+eOvYTh1DoLDAUNhAQKCqq+TlmoOh92O3JwsWK2WW+9MRERERERERDXatGnTUK9ePbf6yy+/LEIaIqrJMjMz8cYbb4gdg4hqqJNbNuLaAycR06ylS3327NlYsWIFbLbqm6jTNiLIY/3jfWfw0d4zbvWSlmUrr0bBOpzOzi9xmyeZRSaPr28UpfWDRiErsXGjcQnnzijhfH9eTkdaoRFROtel7EY2jUOwWongm6b+AMBiD8sPAkCGwfM1vjp4Hr8mXfO4rS7yla9TVgnL90Xr/OAnl5U4CathCd9j1emnE5dxf6Lrv2ukEgk+HNAehRYr1ie5T3IDSv5aT9uwv8SlJEtSUjOXzSHgl/PX8Mv54v92fnIZGgRpkRCgRYuwAIxqFo8mIa5LEkZo1RjSKAbLTqeUK0NZsAGLqAJUaj8EBYVA4qPdv1R5DocDRmPxyEKJUom4KeNv2Xx1nUQuR9zjE3B2xr8hWCwwGg3QBQRCyu+XOs1sNkGfkwWhrC34RERERERERFRjhYSEYObMmW71devWYcuWLSIkIiIiIgB4pF1DKGXFE2Ysdju+O3xB5ETVTxAE/P7FR5jw8Tcu9SZNmmDKlCn4/PPPq+3anhqIAOBoht5jfXAj94lPFTGoYTTWnffcTHNHw2iP9SPp/2TKNlpwPrcAjYNdGzdkUgkGNYzGijNXPJ6jpPz7ruV4rDsEYOnpFEzr2NSlPqxJLEL93JvRDqbl4Fyu5xVW9l7L9lhvEKQtcVtJyrvkoyclTauSeWHpy9L4ytcpo8iMawVGxPi7Nt/JpBL0rx/pbCi6kVYhR/fYsIpftII+3HMaVocD41s3cKnLpVLMGdQJ49fswrYU9+mce69le/z/LdRPVa7mJ5lE4nHqmydGmx0ns/JxMisfv11IxdeHknBs8mD43TQ5rFV4ULU0YLEbgKic/AOCEBwSxuarWs5kLHI2ygR2u83jsoOlkem0COzaAUDxD7YmY/m6eKl2KcjPQ252JpuviIiIiIiIiOqIV199FUFBQS41u92OF198UZxAREREVKddOLAbSft2udVnzZqFwMDAaruuoYRJUT3i3JtImob44+XuLT3sXX4jm8WhS0yoW71//Uj0rx/l8Zi/kjNc3m+8kOZxv5e6tUSon3tj2diW9XBbdIhb3e4QsOmS53MBwJKTl91qEVo1hjeNdasv9rDvdYfTc5FaaHSr39EwGuNb1y/xuOuidWpMad8YOyYMRIxOc8v9b8Vg9TxZrV5Q+e65VjVf+jrd/D133UvdWyJA6b4K1796JkKrFGfG0itbDuM3DxPC1HIZ5g7tig5R7qtBbbyQ5rER77kuzdE+8tarR7UIC8CsXq2xfmwft20PtaqP+5rH33JZUIVU4nFJQr9bHFdRnIBFVEZSqQzBIWFQKD13alPtYryhYSqkb48KnSOkb0/ot+52nk+j9f5ISBKXw+EoXnLQ4nmMKBERERERERHVPg0bNsTUqVPd6t9//z1OnjwpQiIiIiIi4PcvP0KjTt1camFhYXjllVeqbYnkU9l5HuuT2zWGn1yGzZfSYbY70DU2FI+0bQR/lXvTSUXIpVL8NLI7vj1yATtTMiGRAL0TIjCxTUPPObPysOem6UdfHTyHiW0bwk/u2qiREKjFxvv74etD53EiKw8auQx3NIzG2JbuS08DwMozKaUut3Y+txD7U3PQ8abmrZubRow2O1aduVrieQQAH+89g//0a+e27T/92mNcqwZYcSYFKflFyDVZoFPIEaFVo0VYADpFh6J1CctFVtSVEj7noY1jcb5zAQ6n57o06JV3+lRF+dLXaf6xC25L+wFA42B//HZ/H3x16DzO5xQgxE+F+1okYGADz82D3uAQgMfX78PiUT3Q5aYpXFqlHAtHdMfdy7a5LP15LrcAa89dxYimcS77B6gU+GXM7dh0KR1/XExDaqERRVYb/p+9+w5vsurfAH5nJ23appsOSqHsjQjIRpYMmU5ARUHlffV1b/29Ltx7gPqCoOyl7CGyQbayNxRo6V5J0+z5+6MaCGlLJ0/a3p/r6uWTc85znjsxQJt+n3NCFHLEB6vQOiIEPeMjER9cXOB2RW/0ydM2SoOH2jXGpw4n/soqwOEsLS5oDcg1WWCyOxEgk6BpaBAeaJcIhdS32CqrhCK86sACLKJyUCiUCAkN5xZy9YjLWfwPvjggAMqGvhXm5aFMiIM4QAWXyeyZj+oPm9UKnTYPLpdL6ChEREREREREdBN9+OGHkF93E6fRaMSbb74pUCIiqu0UCgWSkpI8j5OTk2G18qZPosow2p2wOYs/t7e76teuFZnnTuPIb6vRcchIr/ZnnnkG33//PVJSSl9dqbJ+v5gFg80O9XWr+UjEIkxs3wQTryuIKrLaq60ISyWT4qlbm/ts71eSt3Ye92nLMVkxddcJfHB7B5++2CAV3u7T7obzZhrMeG/3yRuOW3IqxacA63obkjOgt9nLHLPgxGUMS4pB30bRPn3tojTVXmRVljP5+hL/f8olYrzc3Xels5ivV9ysaH7zOh3N1mH5mSsY27KhT19jjRof3d7xpuQoL6vThYlr9mHVPX3QIjzYqy9UKcfiMT0xetlOXC68WjD19s7j6BIT7rPVolgkwqDGDapcVKaQStAjPhI94iMrdN6mS6WvSlcVrCYhugF1UDBCwyNZfFXPuN3F33xLlL77K1eE+O/z/5mP6gdDkR4F+TksviIiIiIiIiKqZ7p164Z7773Xp/3TTz9FVlbNfMhPRHVfUlISTp486fm6thiLiCpm8ckUzDt+GfOOX8bik9VfcOTvtsz8BnarxatNqVTigw8+qJHraS02fLbvTLnGOl1uPLHxz2q57g+Hzpd77LcHz2LXldwS+346dhFfHzhbqQxZBjMeWr0X2UbLDceuOpcGcylb9v2jrO0H/+F0u/Ho+gPYm5ZX7pw1xe5yY9mZVKFjlMifXqfXtx/F2WtWjSpLttGC5Weu1HCishVa7Ri3cjfSi3xXOIsOVGLp2J6IUSs9bVlGCyas2lPieKEsOHEZJ3JLXp2vqlhRQlQKsViMsPAoqINqbt9j8l8iUfFfj05L1e4icv19/j/zUd3mdrmgzc+Foahm/tEmIiIiIiIiIv/22Wef+bRlZmaW2E5ERER0s+lzsrF3yVyf9vHjx6NLly41cs3/Hb5wwyImvdWOf/92EJuraVWaWUcu4oXNh2C0lV7UZHe68Nm+0/hgT9lbRH+09xQmrt6LyzpDua7tcrux9nw6Bi3aVu4ijyKbAxuSM0vtTy8yYVdqyUVi1zPYHLh7+S58uOcktBZbuc75xyWdAV/sP4M8042Lxsrjwz2ncCRbWy1zVTd/eZ0KrXbcvfwP7E8vuxjsVF4h7vn1D1ws5/uwJmUaLBi/ck+Jr1vD4EAsHt0TYcqrKwKfyddjwIKtWHwqxbMCYXn9mVmAL/b7/v2RZTDDUcGFMKwOJ6b/eQ4vbz1cofMqglsQEpVAJlcgNDQcYonvfqBUP4glEjidDrhMJliupFdqG0JLajpcJrNnPqrb7DYbtAV5cLm43SQRERERERFRfTR69Gj06tXLp/2tt96C0Wgs4QwiIiKim++PBbNxy513QR0W7tX+2WefoW/fvjVyzY/2nsJvFzMxuUMTdI+PQIRKAaPdiQyDCZsvZWH+ictILzJX6zUXnkzBztQcPNiuMQYkNkBckAoKiRhZRgt2puZgzvFLOJ1XvpWHfr+UhU2XsjC4SQz6NYpC5wZhaKBWIkQhh93pgs5qQ7LWgP0Z+Vh1Ng3JlSiSWXwqpcSt6ABg2elUVGTDTJcb+ObgOcw8nIw7m8WhR3wEOkRpEBGgQLBcBhcAg82OjCIzzhcU4Ui2Fruu5OJcQVGFc5fFYHNg1LKduLdVAoYlxaJ1ZAg0ChkUUv/4vam/vE55JitG/7ILo5vH4+5WDdE2UgONQgatxYZzBUVYfS4dS0+n+NW2qecKivDwmn1YPKYnVNf9/2weHoxFo3vgruV/wPB3EWSh1Y7nNh3CR3tOYVTzOHSNDUeriBBoFHIEK6SwOlwotNqRqjfiXEERDmbkY9eV3FJXkPvywFnMOnIR3eMj0DFag9YRIWgUEoioQCUCZVKIAJgcDuSarLhQYMC+9DysOZ+ODEP1/j1zPRFQoT+rVMvFxcUhLS0NABAfH4/09HSBE/mfQHUQgoI1QscggZmMBugLiyuyNX27I/Yh36XjbyRjzhLodu4DAASHhCIgUF2tGcl/mIxF0BfqhI5BRERERER1GD/TIfJvUqkUJ0+eRPPmzb3aT548iQ4dOsDp5A1bRFR5rVu3xsmTJz2P27Rpg1Onyl6xhfxf16aR2PrmnV5t81eeQkYOi3ap5t066h6MePFNn/YxY8Zg5cqVNz8QEVEdwD2xiP4mEokQGhbB4isCAChVARCJRACAwr1/wWmo2A88ToMRhfsOASh+bylVAdWekYTndrmgK8hj8RURERERERFRPTdlyhSf4isAePnll1l8RURERH7n0NrlyL180af9k08+gUwmEyAREVHtxwIsIgBSmQwRUTFQKFVCRyE/oAoIxOh7HoYmLAIA4LbZkPbDHLgdpe8TfS23w1E83la8761KFQixmH/d1jUOhx15uVmwWGp2qUoiIiIiIiIi8m/BwcF46623fNq3bt2K9evXC5CIiIiIqGwupxO/f/+5T3uzZs0wZcoUARIREdV+rAigei8gUI2IyAaQSPxjr1kSVmx8Ih6c/AyatmiD+x78l6dwynj6PFK/mnHDlbCcBiNSv5oB4+nzAACRWIxAdVCN56aby2wyIi8ni3ewEhERERERERFeffVVREZG+rS/9NJLAqQhIiKisgxq3ABDk2IwNCkGgxo3EDqOoM7t2YmLf+33aX/rrbcQEhIiQCIiotqNBVhUb4lEImhCwxEcEip0FPITt3brg3sfeBzqoOJvKps0bYV+g0YCKN6K0Hj6PM699C4y5iyB5Uq617mW1HRkzFmCcy+96ym+Aoq3tZRIpTfxWVBNcrvdKNQWoFBXIHQUIiIiIiIiIvIDjRs3xnPPPefTPn/+fBw6dEiARERERFSWhJAAJGrUSNSokRASIHQcwW2c/hlcLpdXW0REBF5//XWBEhER1V6sCqB6SSqVsTCGPBRKFe648x40bd7Gq/3CuZNIPn8KYRGR0Bbkwe1ywW2zQbdzH3Q790EcoIJYqYDLYoXL5L0NnUgsRmhYBORyxc18KlSDnA4HtAV5cDjsQkchIiIiIiIiIj/x6aefQqlUerVZLBa88cYbAiUiIiIiKr+s82dwbOMadBw6yqv9mWeewffff4/Lly8LE4yIqBbiClhU76hUgQiPjGbxFQEAohrEYcIjT3kVX7lcTuzYsg6rf5kLq8UMuVyBiIhoBASoIRKJro4zmeEo0HkVX4lEIgQEqBEREc3iqzrEYjYhLzeLxVdERERERERE5NG3b1/cddddPu1ffPEFUlNTBUhEREREVHFbfvwWdqvFq02hUOCjjz4SKBERUe3EChSqV0I0YVAFBAodg/xE+1tuQ7+BIyC9phjPUFSItSsWIiPtstdYiVSKYE0o1MEhsJhNMJtNcDmdcLtdEInEEEskUKkCoFQFQCxmbWtdoi/UwmQ0CB2DiIiIiIiIiPyIWCzGV1995dOemZmJDz/88OYHIiIionJZeTYNIhTfbO+GW+A0/kGfk409i+ei78THvdrvu+8+fPfdd9i5c6dAyYiIahcWYFG9IJFIEBoeCalUJnQU8gMymRyDho1FyzadvNpTLp3H+lWLYDYZSz1XLBYjIFCNgEB1TcckgTmdTmgLcuGwc9UrIiIiIiIiIvI2efJkdOzY0af9tddeg8HAG7mIiIj8Vb7ZJnQEv/THglm45c6xCAqP8Gr/+uuv0blzZ7hcLoGSERHVHizAuk54eDh69uyJrl27ol27dkhKSkJsbCzUajXsdju0Wi1OnDiB7du3Y+7cucjIyKjQ/P3798fEiRNx2223IS4uDlarFWlpadi4cSNmzZqFs2fP1tAzq7+UShVCNGEQcVUi+tvY+ycjrmGi57Hb7cLeXVuwf/cWuN2824EAq8UMnTaf7wciIiIiIiIi8hEcHIz33nvPp/3gwYOYO3euAImIqK5LTk5GmzZtvB4TEVUnm9mEzTO+xpjXpnq1d+zYEZMnT8bMmTMFSkZEVHuIAK6teK01a9bgzjvvLNdYi8WCDz/8EFOnTr3hL+mDgoIwY8YM3H///aWOsdlseOutt2p0P924uDikpaUBAOLj45Genl5j1/IHwSEaBAQGCR2D/EyTpq0w+t6HAQAmkwHrVy5G6uXzwoYiv1Gk18FoKBI6BhERERERkZf69pkOkT/79NNP8eKLL/q09+zZE3v27BEgERER1UZdm0Zi65vev5Ocv/IUMnJK36WDqCaJRCI8NmMR4lq28WrPzc1Fs2bNUFhYKFAyIqLagStglSE3NxenT59GSkoKDAYDAgIC0LRpU3Tt2hUymQxKpRLvvPMOmjRpgocffrjUeaRSKVasWIEBAwZ42o4fP45Dhw5BqVSid+/eiI2NhVwux4cffgiZTIapU6eWOh/dmFgsQWhYBGRyudBRyA9dvHAaB/duR2x8I6xbsRAGg17oSOQHXE4ntNp82G1WoaMQERERERERkZ9q2rQpnn76aZ/2RYsWsfiKiIiIajW3240NX3+IR7+f79UeGRmJN998Ey+88IJAyYiIagcWYF1n+/btWLNmDbZs2VLqEq5RUVH48ssvMX78eADAxIkTsWbNGvz6668ljv/vf//rKb4ym8145JFHsGTJEk+/TCbDe++9h5dffhkA8Pbbb2PHjh3YuXNndT61ekOhUEITGs4tBwlA8fvBarX4tP+xfSNEInDPagIA2KxW6LR5fD8QERERERERUZk+//xzyK+76dNkMuGVV14RKBERERFR9bly4iiO/b4O7QcP92p/6qmnMGPGDJw9e1agZERE/o8VKtf5/PPPMWPGjDL3z87JycGECROwZcsWT9uUKVNKHBsZGYnnn3/e8/jZZ5/1Kr4CALvdjldeeQWLFy8GAIjFYnz44YdVeRr1ljooBKHhkSy+IgBAsxZtMfnJV9E4qaVPn9vtYrENAQAMRYUoyM/h+4GIiIiIiIiIyjRw4ECMHDnSp/3TTz/FlStXBEhEREREFdUiLAitwoPRKjwYLcKChI7jlzb98CVsZpNXm0wmwxdffCFQIiKi2oFVKlXw008/eY47depU4piJEydCrVYDAM6ePYsZM2aUOt/LL78Mp9MJAOjRowc6duxYfWHrOLFYjLDwKKiDgoWOQn5ALJag38ARGHHXg1AqVRg68j4EBWuEjkV+xuVyoSAvB4YibkFJRERERERERGWTSCT48ssvfdrT0tLwySefCJCIiOqTyMhIvPXWW56vyMhIoSMR1Vq9EiLRLzEa/RKj0SuBf5ZKos/Nxh8LZvu0Dxs2DMOGDRMgERFR7cACrCrIzc31HAcFlVwhPXr0aM/xzz//XOZ8V65cwdatWz2Px4wZU6V89YVMrkBEVAzkCoXQUcgPBAVrcO8DU3BL116eNqUqAM1athMwFfkbm82KvJws2GxWoaMQERERERERUS0wZcoUtG3b1qf9lVdegclkKuEMIqLqExkZibffftvzxQIsIqppuxf9DG1muk/7l19+CZlMJkAiIiL/xwKsKmjdurXn+PLlyz79CoUCt912m+fx9u3bbzjntm3bPMf9+/evUr76IFAdjPCIKIi55SABSGzSAg9Mehqx8Y08bTabFetXLsKhA7sETEb+xGgoQkFeDlwup9BRiIiIiIiIqBqJZDJEjLwDTd5+ES2/+witZ32J1rO+RPT9o4WOVqrIkXd4cpJwYieNQ+tZX6Lpx/8tsT8sLAzvvvuuT/vevXuxcOHCmo5XaU0//i9az/oSsZPGCR2FiIiIahmHzYrfv/vcp7158+Z46qmnBEhEROT/pEIHqK1iYmLw4osveh7/8ssvPmNatGgBiUQCoHirq8OHD99w3kOHDnmOW7VqVQ1J6yaRSARNWAQUCqXQUcgPiEQidO8zCLf1HODVnpebhTXL50Obn1vKmVSfuF0u6HQFsFrMQkchIiIiIiKqtaLuvhMRQ6/+/H35k2kwnU0u8xxZRBjCBvRBYJvmkIWHQiQSwa7Tw3jqLLRbd8OakVX1YBIxGr3wbwQ0a1z1uYiu8/777yM8PNyn/ZlnnhEgDREREVXFoSwtJCIRAMDpdgucxr+d2r4Jlw4fRONOXbza33zzTcyfPx85OTkCJSMi8k8swKoAlUqFxMREDB06FC+//DKio6MBAKdOncJHH33kM75Fixae45ycHFitN97qKjU11XMcHh6OiIgI5OXllTtjXFxcmf0xMTHlnstfyWRyhIZFQPx3cRvVbwGBagwbNQ4JiU292k8d/wubf1sBh90uUDLyJw67HdqCXDidXPWKiIiIiIioshQNYxE+qF+FztH06Y4G48dCLPP+GFIRHQlFdCQ0vW5D9tJV0G79o0rZgm/t6Cm+0v2xH7o9B+E0GAEAjqLi/zb9+L+QR4RBt/sAMmYvqtL1qP7o3LkzHn/8cZ/2uXPn4uDBgwIkIiIioqo4nKUVOkKt8ts3H2PKj0u8fi8bEhKC999/H4899piAyYiI/A8LsMrQs2dP/PFH2R/+rFu3DhMmTIDBYPDpu/auqOzs7HJdMyvL+46/sLCwChVgpaWllXtsbRQQGITgEI3QMchPxCc0wbDR46BWB3vaHA47tm5chRNH+QEYFTMZDdAX8gcqIiIiIiKiKhGJEPvQvRBJJXAUFkEaEnTDU4K7dkLsxHsBAE6TGfkbt8F45gLcdgeUjeIQPqQ/FNGRaDBuDJx6A/R/Hql0vMDWzQEAdp0eGT8vAbiaAVUDkUiE6dOnQywWe7Xr9Xq88sorAqUqvwuvTBU6AhEREdVyWRfO4q81v6LL6Hu92idNmoSZM2fiwIEDAiUjIvI/4hsPoZIUFBTg/vvvx5133onCwsISx6jVas+x2Vy+La+uH3ftHPWZSCSCJjSCxVfkIRKJ0H/wSK/iK11BHhb9PJ3FVwQAcLvd0GnzWXxFRERERERUDcIG9IaqSSNYM7Kh+2PfDceL5DI0uH8MAMBpseDyR98gb+0mmC9cgiXlCnQ79+HSu5/DciUDIrEYDcaPgUghr3Q+mSYEAGDPzWfxFVWbSZMmoVu3bj7tb731ls+NtERERER11dZZ02Au0nu1icVifPfddz6F6kRE9Rn/RixDRkYGpk2bhmnTpmH69OmYO3cu9u/fD7vdjrCwMCxevBhbtmxBs2bNSjxfqVR6jm02W7muef02hSqVqkKZ4+Pjy/zq0qXLjSfxM1KpDBGRDaCs4GtBdZvb7ca6lYtg//vP1vkzxzH/p2+Rm5MpcDLyBw6HHXm5WbCYTUJHISIiIiIiqvWkYRpEjhkKAMictwxux423d1e3a+1ZJatg805Y032LVVwWK7KXrCq+RkgwND27VjqjSFq80L+bW89TNQkNDcVHH33k0378+HFMmzZNgEREREREwjDptNg2a7pPe+fOnTFlyhQBEhER+SduQViGS5cu4amnnvJpj4mJwfvvv49HHnkE/fv3x759+9CvXz8cP37ca5zFYvEcy+Xlu4NPoVB4PS7vyln/SE9Pr9B4f6cKCERwSChEIpHQUcgP5edlY9OGX6EKUOPwwbK3C6X6w2wyQl+ohZt3PBMREREREVWLmAl3Q6JUQrf7AEznkhHYsukNz1ElNvQcG46fKXWc8ewFuGw2iOVyBHfuAO3W8v98LwsPRbNP3vRqC2zZFK1nfel5bMsrgD2vwCuzpmdXn2Iv45kLSPnU95dKpQlokYTEl/8DALj8yTSYzl2Epnc3aHp2hSImCiKpFLacPBQeOIyC33fA7XCUe+5r/fNcclf9htzVG0sd1+ilJxHYsmmpz0MklSK0b3cE3dIeirgGkKhUcFktcBQZYc/Nh+HUWRT9dQz2/MqvIi2SSqHpcxuCb2kHRWwDSAID4DSZYUnLhH7/Iej2HARcrpJPlkigbtsS6jYtoGrSCPKoCIgVCjgtFthz8mA4fhoFW/+A02AsRw4JQnp0RVCntlA2jIVErQZcTtjytDAnX4b+zyMwnjxb5hxilRIjP3oHk3auR4ZBD6lYjOahkbi3ZTt88uSTcFTy/+e179n02QtRuPsggm5ph9B+PaFsGAuxQg5bTh60O/dDu2M34Lz6egV3uwWhfbpDERsNsUIBa1YOdDv2QrtjT6nXa/rxfyGPCINu9wFkzF5UwmtV+feFslE8Qm/viYBmTSALDQHEYjiLDHDoDTBfTIHhxBkYjp6s1OtERERE/ufgyiXoNHwMYpq19Gp///338csvvyA3N1egZERE/oMFWJWQmZmJSZMmQa/X45lnnvGshtWuXTu4rvkQwWAweI7Lu5LV9eOunaM+EYlECA4JhSogUOgo5CeSmrVG8vlTPu1nTh65+WHIbxXqCmA23fjDWCIiIiIiIiqf4Fs7IqhjGzgMRmQvXV3u8yTqAM+xQ19U+kCXC06jCWK5HKqkREAsLr1Ix0+JpFIkPPMY1O1aebUrG8ZB2TAOIbfdipTPvoOzrNehBklDgpHwwr+hjGvg1S6RBkISGAhFgyio27WCTBNSof/H11LEx6LhU5MhjwjzvnZwENStg6Bu3Ryhfbsj9dsf4dT7ft4ZO/HeEldAk6oDIVUHQtWkEUL798KVabNhvnCp9BwNY9HwyUmQR4ZfPxOUcQ2gjGuA0D634fzL75ZabCaPjkSzV5/GQakT0BV42v/KTsdf2ekoaBhZxitRMQ0euAtht/fyalM2jEPMhLEIbJmEtO/nQCQRI+6xBxB8a0evcapG8VA9dA+UjeKROXdpha9dlfdF2KC+iL53JETXbTkkDguFLCwUqsSGCOvfC6efeAVua/l2hiAiIrpZlBIx8M/CD243LM7a9b2nUFxOJ9Z98R4e/X6+V3toaCg+/vhjTJo0SaBkRET+gwVYVfDaa6/h4YcfRkhICFq3bo2hQ4di3bp1nv78/HzPcXR0dLnmbNDA+wfegoKCUkbWXRKpFKFhEZBKZUJHIT8glyswaPjdaNGqPXZuWYc/9+8UOhL5IafTCW1BLhx2u9BRiIiIiIiI6gyxSonocWMAADm/rCnX6kP/cFmuFl1IVEqU9dOaWKUs/q9MCnlUBGxZOeW6hl1XiOQ3PwYAxD4yDqrGCTBfSkXGT1dX+nE7nHA7nRAr5Eh4bgpkoRroDx9H7or13nmrUCQSNXooVE0awXDiDLTbd8NeoIMsTIPQ23tB3aYFlHENkPD0o7j0/leAAKs1Nxg/1lNko9v7J4r+OgaHrhBulxtSTTBUiQ0R1LFtpeeXRUUg8ZX/QBKggtNkhnbbHzBfSoW9QAeJOhBBHdogtG8PqJo0QsP/TMblj7/1WtkJACAWw5aTh6LDx2G+mAp7gRZupwuyiFAEtmoOTa9ukAap0fDJR5D85idwFvkWccljopD46lOQKIvfT/q/jkF/4DBsufkQiUWQN4hCYJsWCO7UrtTnIpbL0PDpR6HQhGBiu87oHpuAAJkMp/NzMf3QXuSYjQgb0BtFR0/ecBWtGwnt2wMBSYkoOnYKup37YM/XQhqmQcSwAQhISkRw5w7Q9OoKRXwsgm/tiMJ9f6Fw/yE4dHrIoyMQOXIIFLHRCO3bHfpDx2A8UfpKcyWp7PtCER/jKb6y5eajYOsuWFLT4TSaIFEqIW8QicCWzar0niIiIqpJE9olQi6RAABsTidmHbkocKLa48qJozi0bgVuGT7Gq/2RRx7Bjz/+iD17Sl+Zk4ioPmABVhWYzWbs2bMHQ4cOBQD07NnTqwDr7NmrP4RHRUVBoVDAarWWOWdCQoLnOD8/H3l5edWc2r8pVQEI0YRxy0ECAERExWDE2AcQGhYBAOh1+xBkZqQi/cplYYORX7GYzSjU5XPLQSIiIiIiomoWfc9IyDTBMJ2/CN2u/RU615qZ7TkOaJEES0paieOUCfGeghmgeIu28hZgwemCNT0LwNUCKpfV5mm7nvvvoh+XyVzqmMpQNWkE7fY9yJy3zNNmSUlD0eETiJl4H0L73AZV4wSE9usB7bbd1Xbd8hBJpQjq2AYAkL9xm+8KVymA4ehJ5K76DeLAgBJmuLG4SeMhCVDBnJKG1C9+8CnUM548i6Jjp5DwzGMISEqEpmdX6Hbu8xqTu+o32HPzcT1LyhUU/XUM2m27kfj605AGByFsQG/krtzgm+PRByBRKuF2uZA+cz70Bw579ZsvpaJw75/IDgyAy1ZySaA0OAiKgAAsGTUeTUOvrqLVJiIam36ai6zECIjlcoTd3rPKBVgBSYnI/30HspesvNqYmgbjqbNImvoq5BFhiLrrTkgCA5C1aAUKNl+9KdGSmgbj2WQ0/eB1SFRKhPXrUaECrKq8L4I7d4BILIbLYsWlD77yWdHsn78vxCol3KW8zkRERFR7bf7hK7TqMwCqoGCv9u+++w6dO3eG0+kUKBkRkfDENx5CZdFqry5VHR7uvbT12bNnPf/IiMVidOzY8Ybz3XLLLZ7j06dPV0/IWiI4JBSa0HAWXxEAoE37WzF+4pOe4isAMJtMfH+QF32hDjptHouviIiIiIiIqllAsybQ9O4Gt8PpVVhUXobjp+F2FH8uFj6oHyTqQN9BIhGixg7zahIrFZXKKyRHoR5Z1xbRXCNr8QrPFoyht/e8iamKSdQBEEmL78E1nk0uc6zLaKrw/AHNmiCgWWMAQMashaWukmY8cQb6P48CADQ9fLcaLKn46lrW9EzodhYXAQZ18l1ZKbBNC6gSGwIACjbv8im+upbTaIK7jBW0n+zYzav4CgBOnDiB2Z9/iaLDJwAAqmZNysxbHvZ8LbJ/8d3y0W2zo3DPQQCANEgN86VUr+Krfzj1RSg6dBwAENC8Ynmq8r6QhhT/stWanVvidpKe88wWQVZ8I6qrrFYrTp486fm60c3+REQ1xagrwJYZX/u0d+jQAf/5z38ESERE5D9YgFVFMTExnuPrtwu0Wq3Yt+/q3Vz9+vW74Xx9+/b1HG/durXqAWsBiUSC8IhoBASqhY5CfkAqlWHw8Htwx533QCq7ug3llZRkzJ/1NdJSLwmYjvyFy+lEfm42TMYioaMQERERERHVPRIJYh66FyKxGPmbdlRqtSiHVgftjuItSGRhGiS+9jTUHdtCrFRAJJVC1aQREp55DOp2reCyOzznia/5LKC2KDx4pNSVftxWG/QHjwAAlHExkAQH3cRkgNNg9Ly+mh63AuLq/ThY/fcqStbMbFjTM8scazpXXOijatzwhjnEASrIIsOhiG0ARVzxl9NsBgAoYhsAEu/z1e1be44LNu+o8PPwcAP3te/s0/yf//wHDocDlpQrAACpOtCzdWZl6Q8d892K8W+WK+lXx5VRTGZJKx4nCaxYnqq8LxyFegCAIjYaysYJNxhNRNUlOTkZbdu29XwlJ5ddPElEpcs32ZBrsiDXZEG+qfLbUNdnf67+BelnTvq0v/vuu2jQoIEAiYiI/AO3IKyCsLAwdO/e3fO4pBWrVq5ciZ49i+9ue/jhh/Hxxx+XOl98fDwGDBjgdW5dp1CqoNGEQVTNH/5Q7RQaFoERYx9ARFSMV/v+3VuxZ+cmuN0lfyhF9YvVaoGugKteERERERER1ZTI4QOhiI2GLb8Auas3Vnqe7KWrIIsMR1D71lA0iELCU5N9xpgvpcJ8ORVht/cCADgttW9FD8vlK2X2my+leo6V8TEwnrp5NxO5HU7oDx6GpkcXBN/aEU0TE6A/eASmsxdgunCpeJWiKvhn1SlFTDRaz/qyXOeIpFJIAgPgLPJePUkRF4OwwX2hbtsKMk1wKWcDIrEYkgDv81UJ8QAAW34B7Pna0k69oVCVChqlyqtt4cKF2LGjuKjLec1qUGKlskqvny07t9Q+p8lcrnGua8ZVJE9V3heF+w8hYtgAiGUyNH71aRhOnIHh2CmYLlys1q09iYiIasrKcyVvjU3l53a5sO6L9/DoDwsgvuZ3vMHBwfjss8/wwAMPCJiOiEg4LMC6RmhoqNeWgmURiUSYNm0alMriO4ssFgvWrl3rM27OnDl46623oFar0bJlS0yePBmzZs0qcc6PP/4Y0r+Xft6zZw8OHy797qa6IChYg0D1zb3rj/xX81btMXjY3ZArrm41YDGbsGH1ElxKPiNgMvInRfpCGA16oWMQERERERHVWfIGUQgfNhAAkLVgOdy2yq8K4HY4ceWbH6Hp1RWh/XtBGR/ruQnPUVgE7a69yFuzCdH3j/ac4zJVfBs8of2zxWB5+iWBATUdx0fWgl8hCVAhqGNbyCPCEDG0PzC0P9wuFywpadAfPALtzr2VKiaSBFXusz2xXAbnNY81vboh5sF7IJJKKnX+P1tcOnSV+8xAJBIBAFRS74/Li4qK8OKLL3oeX3szmEgsqtS1/uEq68/WNdcpa1xV8lT2fWHLykHajHmInXgvJIGBCOrYBkF/r4TmKDLAcOIMdDv2wnT+YoXyEBERUe2SfvoEDq35FbeOuserfcKECfjxxx+xfft2YYIREQmIBVjXeOihhzBhwgR8++23WLlyJYqKSv7wpF27dvjkk08wZMgQT9unn37qswUhAOTm5uKLL77Am2++CQD45ptvoNfrsWzZMs8YqVSKqVOnYvz48Z621157rbqelt8RiyXQhIVDLlfceDDVeWKxGP0GjkDHW3t4tWemp2LtigUo0uuECUZ+xeVyQVeQB5ut9t0JTUREREREVJuED+oLsUwKW04exAo5grt28hmjiLu6cnVgy2aQhhSvVlR05KRvwZbbDd2u/dDt2g+xUgFJcBDcNhschUWeIhN5dKRnuDUjuwaeVf3mslhx5dtZUDZOQEiXjgho0RTKhrEQSSRQNU6AqnECwu+4HVemz4I5OaVCc/9T9GNJTUf6j/PLfZ5dV+g5ljeI8hRfOQqLkL9xK4ynL8CWXwCXxeLZpk/TqytiHxlXoXzl1bJlS5S0geLbb7+NzMyyt1asraryvij66xjOnzqH4C6doG7bAgHNmkAaHARpkBqa7rdC0/1W6HYfQMZPi72KyYiIiKhu2Tzja7TqOxCBmlCv9unTp6Njx46w20veppuIqK5iAdZ1unTpgrlz58Jut+PMmTM4e/YstFot3G43wsPD0b59ezRr1szrnF9++QXvvPNOqXNOnToVPXv2xIABAxAQEIClS5fi2LFjOHToEJRKJfr06YPY2FjP+DfffBM7d+6ssecoJLlcAU1YhNdylFS/uVxuBF/3jdnhg7uxY8s6uFzOUs6i+sRms0JXkM/3AxERERER0U0gkhV/XCiPikD8lIduOD5y5B2e4/Mvvwt7fumr9bgsVriu32JQJIKyYfHnYracPDgNxkqkFpY0uOxVoK7tv3YLu/Jwu1zFq4aJyl7dSKyQ33Auy6VUWP7eDlGsVCCgRVNoenZBcOcOkIYEIf6JR3Dh1ffhrsAvypwGk+f6ld1+TtOzK0RSCdxOJy5/Mg22rJwSx5W1etg/7xtpGVsXliY+Ph6dOt2CzJTzXu3Hjx/HN998U+H5apvKvi9cZgt0O/dCt3MvAEAeE4Wgju0QNqAXZKEaaHp2hSU1HQWb6+bn3ERERASY9YXY/MOXGPXqu17trVu3xgsvvICPPvpIoGRERMJgFcw1rNarHwDJZDK0a9cOd999Nx577DE8/vjjuOuuu7yKr/R6PZ5//nncd999cDpLLwxwOBwYO3YslixZ4mlr3749Hn74Ydx///2e4iubzYbXX38dU6dOrYFnJzx1UDDCIqJYfEXXceO3NUuhL9TCarVgzfL52LZpNYttCABgKNKjIC+H7wciIiIiIqI6KrBlM0iD1AAA/cHDNXuxGlqJR5nYsMx+VeMEz3FFi5T+KVi70daF8qiICs9rOHoSad/9jPy/C2RkmhAENGtcoXksqWnF50aGQ3KDQrTSKGIbFM91JaPU4iug7NfZ/HcOeXgYZOGhpY4ryTfffAOZzPc+5ccffxwOh6NCc9V2VXlf2DJzkL9hCy69/7XnfRt8a8eajEtUryQlJeHEiROer6SkJKEjEREBAA6vX4krJ476tL/55pv8u4qI6h2ugHWNH374AVu2bMHAgQPRrVs3tGnTBgkJCdBoNACKC64yMzNx5MgRbN68Gb/++iuMxvLdlafX63H//fdj5syZmDhxIrp3746YmBjY7XZcuXIFGzduxKxZs3DmzJkafIbCEIvFCAkNh0KhFDoK+SmL2YTVv8yFzW6DriBP6DjkB9wuF3S6AlgtZqGjEBERERER1SsZsxchY/aiMsdEjrwDkaOGAAAufzINprPJlb5e5KjiFbTcDge0O/dVep7ycNuLi2lE0ur9SDT41o7I+WVtiStHieRyTxGKJT0LjkJ9hea25xVAkhBXZvGRul2rGxZolcV46hzCB/YBAEjUgRU6t+joSYQN6A2RWIzwgX2Qs3xdha8vkhTfrFnWKl7SkGAEdWhbar/hyEnPcwgb1BfZi1eW69qjRo3CmDFjcHDnRq/277//Hvv21ez70d9V9n3h0Opgzc6FqlE8JEEVez8RUekUCgXatGnj9ZiIyB+43W6s/eI9TJm5GGKJxNOuUqnwww8/YNCgQQKmIyK6uViAdZ3z58/j/Pnz+P7772tk/i1btmDLli01Mrc/ksnkCA2L8PoHl+qvQHUQevQZjG2bVsNx3YeSOdkZAqUif2O32aDT5pW5siARERERERH5P0lgAFxWK9yOEn6+E4nQYPxYBDRrAgDIW78F9ryCGs3jKNRDERsNeWR4tc4r0wQj+r6RyJr/q09fg/tGQRpSvDKUdvvuCs9tPJcMZUIcVI0ToGraGOYLl7z6JcFBaDB+bOnZIsIhC9PAdK70Ijl1mxae44r+PzCePAvzxRSomjRC+JDbYUlNh/7PI6WOV8TFQBYRBsPRk542a3Yu1O1aQR4dCVVSIszJl73OEclliHv8gTILtIynz8F8+QpUiQ0RNqA3zBdToD9Q8opqksAAuGx2BCoU+Pbbb336MzMz8dprr5X9xGu5qrwvgjq1hfHMBbjMlhLPk4ZqoGgQVXxebr5P/7UFnOmzF6Jw98FKPQciIqLKGtEsDlJx8fbODpcba86nC5yo9ss6fwZ7l85Dz3EPe7UPHDgQDz74IObNmydMMCKim4wFWFRjAtVBCArWCB2D/ETDxCQMGzUOgYFBEIsl2Lh2qdCRyA+ZjAboC7VCxyAiIiIioiqQyWS47777MG7cOLRp0wbR0dHQarW4dOkSli9fjp9//hn5+b6/lPe3a2s0GgwcOBC33347OnbsiKZNm0Kj0cBisSA3NxcHDx7EmjVrsHTp0nq3TVl5BbRshpgJY1F44DBMZ5NhL9BCJJNBGR8DTd/uUCXEAwCKjp1C7tpNNZ7HlHwJga2aFRcLDR0Aw/HTcNlsAAC3zQ6HrrBS85ovpSLs9l6QR4SjYPseOAp0kIZpENavB9TtWhWPSUmDdvueCs+t27EXYf16QiSVIOHpychd/TtM5y9BJJUgoGljhA3uB5FEDGtWjqfo5VqycA0SX/4PLOlZKDp8DJbLV2DXFj9PWZgGwV06IaRrp+KMqWkwX0ypcMa0GfPQ+P+eg1QdiPh/T0TRkc4oPHAYtpw8wOWCNEgNZUI81B3bICApEfkbt3kVYBXu/RPhA/tAJBYj4ZnHkP/bNpguXITL7oCqUTzCBvWFokEUTOcvegr2SpL+43w0/r/nIFEqET/lIehv7YDCA4eLi4DEYsijIqBu0wLBnTsg+c2PMfX/3kTDhr4riz3zzDMoLKzce6G2qMr7ImxgX8Q99gCKjp2G6fR5WDOz4TSbIQkI8BTA/VMsp91R8fc8ERFRTYsKVED+98IRNt4IXm22zf4OrfsNQmhMnFf7F198gfXr19fYz4BERP6EBVhU7UQiEUI04VCqVEJHIb8gQree/dGjz0CIRMVLyrdp3xkpF8/hzKkjwkYjv+F2u1GoK4DFbBI6ChERERERVUGLFi2waNEidOrUyas9JiYGMTEx6NGjB1566SU88sgj2LBhg19eOzAwEIsWLcLgwYNL3N5HLpcjODgYSUlJuP/++/Hee+9h4sSJ2LVrV7U+n7pCGhKM8EF9ET6or0+f2+WCbvcBZM3/BbgJv/zSbtuD0H49IVUHIvruOxF9952ePuOZC0j5dHql5s1ZsR7hg/tB3a6Vp+DqWtaMbFz5ZibgclV4bmtGFrJ/WYMG94+GJDAQDcaN8ep3GIxImzYbkaOHlliA9Q9lXAMo4xqUcZ1spE3/qcL5gOJVji5/8DXin3gYyvhYBHVsi6COpW8X6Lxu5STL5SvIWbkBUaOHQhIYgKi7hvuck79xGyzpmWUWYNkyc5DyyXQ0fHISZOGhCO7cAcGdO5Q4tm27dnjqqad82s0mMzYvW1bqNeqayr4vxAoFQrp0REiXjiWe53a5kLvqNxQdPuHTJ5LLPMdOAz8HIiIiqivsFjPWffE+Hvj0O6/2iIgIfP7553j44YeFCUZEdBOxAIuqlVQmQ2hYJCTccpAAqAICMXTk/Uhs0tyr/cypo0i+cEqgVORvHA47tAV5cPKOcSIiIiKiWi0uLg5btmxBXFzxHc8ulws7d+5EcnIyIiMjMXDgQAQEBCA6OhorV67EkCFDsG3bNr+7tlqtxogRI7zasrKy8OeffyIrKwsymQwdO3ZEhw7FhR2NGzfGli1bMGbMGKxbt65ank9dYTqfjOylqxDQshkUMdGQBqvhdrvh0OlhPHMBhX/sh/lS6k3L49AV4tJ7XyJi2EAEtEiCLDQEYnnp29qVl9vhQOpXMxDatztCenSBokEURFIJbDn50B88jPzfd8Btt1d6/oJNO2DNyEL4oL5QNUmASC6HQ6eH4dgp5P22FY4CXannms5dxOWPp0HdtgVUTRIhDdNAGhwEsUwKp9EEy5UM6A8dQ+HuAyVvFVlOtuxcXHz7MwR36Yjgzh2gbNwQUrUaEIvhNBphy8qB6fwlFB06Dktqms/5eWt+h+XyFYQN7ANV44YQyRVwFhXBfCkV2u17YDx1DiE9u9wwhyUlDRfe+BCa3rch+Ja2UMTGFG856LDDnlsAc/JlGP46hu3zFpb4+WV+Qc1ug+kvqvK+SJ8xD+oOrRHYoinksdGQBgdDqg4sfo3ztTCdS4Z2+x5Y0zJLvLYqKREAYM3KgeEYPx8kIiKqS87v24Xjm9ej3cBhXu0TJ07EvHnzsGXLFoGSERHdHCIAbqFD0M0TFxeHtLTiDzni4+ORnl59+xoHBKoRHBJabfNR7RYT1wh3jpmAoOAQT5vT6cD2zWtx9K+9AiYjf2I2GaEv1MLt5j9FRERERES13Y4dO9CnTx8AwOXLlzFq1CgcO3bM0x8eHo7Fixdj4MCBAID8/HwkJSVVy1Zf1Xnt6OhoZGVloaCgAHPnzsVPP/3kNdc/evbsiblz56JJk+IVeQoLC9G8eXPk5ORU+fmUpCY/06GKC2iRhMSX/wMAuPzJNJjOJguciMrr2WefxZdffunT/tJLL+Gzzz4TIFH9IZJK0WLaBxDLZEj/cQEK9/4pdCSiWqN169Y4efLq9q1t2rTBqVMsYqztujaNxNY37/Rqm7/yFDJyjAIlqh8CZRIU/4ocANww2rkNYXUKDA3HUwtWQxUU7NV+4cIFtGvXDhaLpZQziYhqP7HQAaj2E4lE0ISGs/iKPG7p2hv3PjDFq/iqUFeAxXO/Z/EVAfh7y0FtAQp1BSy+IiIiIiKqA4YOHeopgLJarRgxYoRP0VJ+fj5GjRqF5OTiQpXw8HC8/PLLfndtm82Gd955B4mJiXjuuedKLL4CgN27d6N///6eIq6QkBA8++yzVX4+RFRzGjZsiKlTp/q0Hz16FF999dXND1TPqJo0glgmgy07F4X7/hI6DhER1VNGuxNGu+PvLxZfVTejNh+/f/e5T3vTpk3x3//+V4BEREQ3DwuwqEqkUhnCI6OhVAUIHYX8gEKhxMi7HkS/gXd6LeOefP4UFsz+BtmZvkvMU/3jdDiQn5sNs5l38RARERER1RVPPvmk53jOnDk4ceJEieNMJhPefPNNz+MpU6aUuA2YkNfWarV4++23UVRUdMNrp6Sk4IcffvA8Hj58eEWiE9FNNn36dKjVaq82l8uFxx9/HA6HQ6BU9UdA8+IVA/PWbwZ4Qx4REVGddXjdClw+4rvS5UsvvYR27doJkIiI6OZgARZVmlIVgPDIaEilMqGjkB+QyeSY8MhTaNqirafN5XJi59b1WLVsLiwWs4DpyF9YzCbk5WbB4bALHYWIiIiIiKpJYGAgBgwY4Hn8008/lTn+119/9RQ3hYeHe1avqm3X/sfu3bs9x4mJiVWej4hqxrhx4zBixAif9u+++w4HDhwQIFH9k7d2E05Nfg66P/h6ExER1WVutxtrPn0XDpvNq10mk2HGjBkQi1miQER1E/92o0oJDgmFJjQcIpHoxoOpXrDbbbhw7uqe84YiPZYtmIk/9+0AwDvaCNAXaqHT5nPLQSIiIiKiOqZHjx5QKpUAAIPBgIMHD5Y53mq1Yu/eq9vT9+/fv1Ze+x/X/oxT1dW8iKhmREZG4ptvvvFpz8jIwBtvvCFAIiIiIqK6LS/1EnbOm+nTftttt+Hf//63AImIiGoeC7CoQiQSCSIiGyAgUH3jwVTv/LF9A9KvXELKpfOYP/trpF+5JHQk8gNOpxP5udkwGQ1CRyEiIiIiohrQqlUrz/Hx48fhdDpveM6hQ4dKPL82Xfsf126hceXKlSrPR0TV75tvvkFERIRP+5NPPgm9Xi9AIiIiIqK6748Fs5B7+aJP+0cffYRGjRoJkIiIqGZJhQ5AtYdSqUKIJgwiLgtJAMRiCVwu7w+2XS4XVi2bA6vVwlWOCABgtZi56hURERERUR3XokULz3FKSkq5zklNTfUct2zZslZeGwBEIhEefPBBz+PNmzdXeq64uLgy+2NiYio9N1U/09lknJr8nNAxqBxGjhyJ+++/36d96dKlWLly5c0PRERUCbm5uXj77be9HhNR5XSI0kAsLt7hx+Vy42iOTthAdZjTbsfqT9/B5OlzvNrVajVmzpyJwYMHC5SMiKhmsACLyiUoWINAdZDQMchPtGzTEb36DcGSeT+gSK/z6rNYzMKEIr9TpNfBaCgSOgYREREREdWw8PBwz3F2dna5zsnKyvIch4WF1cprA8ATTzzhWUXL6XTi+++/r/RcaWlpVcpCRL5CQkJK/HOZn5+Pp556SoBERESVk5ubi3feeUfoGER1wq2xYZD/vXW4zelkAVYNSz12CAdXLkWX0fd6tQ8aNAiPPvoofvzxR4GSERFVPy5lRGUSiyUIj4hm8RUBACQSKQYOHYtho8YhOCQUd46ZALFYInQs8jMupxP5eTksviIiIiIiqifUarXn2Gwu300514679vzadO3WrVvjww8/9DyeNWsWTp06Ven5iKj6ff7554iNjfVpf+aZZ5CTkyNAIiIiIqL6Z9P3X0CXnenT/vnnnyM+Pl6ARERENYMrYFGpFAolQkLDIeaWgwQgRBOGO8c+gOgGV7dEiIlLQOOmLZB8jh8wUzGb1QqdNg8ul0voKEREREREdJMolUrPsc1mK9c5VqvVc6xSqWrdtUNCQrBy5UoEBRXfsHbu3Dk8//zzlZrrHzf6xUNMTAwOHjxYpWsQ1ScDBw7E5MmTfdrXrVuHBQsWCJCIiIiIqH6ymoxY/cnbeOjz/3m1BwcH43//+x+GDx8uUDIiourFAiwqkTooGOqgEKFjkJ9o2rwNBt95D5TKqx9MWy0WbFy7lMVX5GEo0sNQVCh0DCIiIiIiusksFovnWC6Xl+schULhOS7vylX+cm2FQoFVq1ahWbNmAIDCwkLcfffdMBqNFZ7rWunp6VU6n4iuCgwMxIwZM3za9Xo9/vWvfwmQiIiIiPzFnrQ8iEUiAIDL7RY4Tf2RfGAPDq1bgVuGj/FqHzZsGB566CHMnTtXoGRERNWHBVjkRSwWQxMaAfk1H0ZS/SUWi9Hr9qG4tVsfr/bsrHSsXT4fhboCgZKRP3G5XCjU5sNqtdx4MBERERER1TkGg8FzXN4Vpa4dd+35/n5tiUSCJUuWoG/fvgCKC7hGjhyJ48ePV2geIqpZn3zyCRo3buzT/tJLLyEtLU2AREREVaNQKJCUlOR5nJyc7LWqJxGV3+k8vdAR6q2N0z5F0249ERwR5dX+1Vdf4ffff0dWVpZAyYiIqgcLsMhDJlcgNDQcYolE6CjkB9RBIbhzzATExjfyaj96aB+2b1oDp9MhUDLyJ3abDdqCPLhcTqGjEBERERGRQPLz8z3H0dHR5TqnQYMGnuOCgsrf3HMzry0SifDzzz9j1KhRAAC73Y577rkHO3fuLPcctYkkSA1V4wTPlzKxIaRBagCAbvcBZMxeVO65ZBFhCBvQB4FtmkMWHgqRSAS7Tg/jqbPQbt0Na0b5ftGiSmoETZ/uCGjaGDJNCCCRwGk0wZqWAf1fR6HbfRBw3vjnU1l4KMIG9Ia6fWvIwjRwOxyw5eRDf/AICrb9AbfNXu7nVm4iEeQNoqBq8vdrmpgARXwsxLLij2cvfzINprPJ5Z5O3b41ND27QtWkESRBargsFthy8lD011EUbNsDdzm25BRJpdD07obgzu2hiI+FRKWEw2CEJTUdhXv/hP7A4Qo9RWXjBGh6dkFgi2aQhoZAJBLBoS+CNSsHxtPnULjnTzgNVVsprjwGDhyIJ554wqd927ZtmDlzZo1fn4ioJiQlJeHkyZOex23atMGpU9ydgohqF4uhCGs+fRcTPp7m1R4aGorvv/8eY8aMKeVMIqLagQVYBAAIVAchKFgjdAzyE40aN8ewUfdDFRDoabPbbNi8YTlOn6zYh29Ud5mMRdAX6oSOQUREREREAjt79qznuFGjRmWMvCohIcFzfObMmVpx7R9++AEPPPAAAMDpdOKhhx7CunXryn1+bdPiq6nVMo+mT3c0GD/WU2j0D0V0JBTRkdD0ug3ZS1dBu/WPMueJHjcG4QP7+LSLNcGQaYKhbtsSYQP7IPWrGXAU6EqdR92hDeIenQBJwDUrpikUUDUOhKpxAjR9bkPq1zNhz8mr0PO8kZDutyJu8vgqzyNWKhD32AMI6tjWu12mhjRIjYCkRGj69sCVb3+ELTOn1Hnk0ZFo+NRkKGK8CxdlmhDINCEIat8ahp5dceW7n+C2ll3MJZJK0GDCXdD06gaRWOx9HaUC8qgIBLVvDXtuPooOn6jgM66Y4OBgzJ4926fdaDTiscceg5vbDBEREREJ6tyeHTj6+1p0GHynV/vo0aMxYcIELFiwQKBkRERVxwKsek4kEkETGg6FsnzL9FPdp1QFYMRdD0Auv7oNZX5eNtYsn4+CvNI/uKP6w+1yoVBXAIvFLHQUIiIiIiLyA6dPn/Yct2vXDhKJBM4brEJ0yy23lHi+v177iy++wOOPP+55PGXKFCxevLiCaWsvW34BbJk5ULdtWaHzgrt2QuzEewEATpMZ+Ru3wXjmAtx2B5SN4hA+pD8U0ZFoMG4MnHoD9H8eKXGe8GEDPMVXTrMFBb9vh+nCJbisVsgbRCF8cD8o42OhjItBwjOP4eI7nwMul888yoQ4xE95CGKFHE6LBfnrtsB49jxEMhlCut6C0L7doWgQhYRnHsOlqV/AZanGrZ1EVw/dDgcsaZkQSSRQNoyt0DTx/5oIdbtWAADz5SvI/307bFk5ECsVULdvjbABvaGIjkTCs1NwaeoXJa44JQlSo9EL/4YsPBQAUHjwCAr3HIRDVwipJgQhPbogpEtHqNu2RPyUh3Dlmx9LDySRIP7JSQhq3xoAile62vcXrJk5cNsdkGqCEdA0EUGdO1ToeVbWl19+iYYNG/q0v/LKK0hOLv8KY0RERERUczZ8/RGSbu0OdVi4V/u0adOwfft2pKenC5SMiKhqWIBVj0llMkRExUDCLQfpGhazCVs3rsKQEcUfkJ4+cQibN6yA3X7jpeup7nPY7dAW5N7wFxpERERERFR/7NmzBxaLBUqlEmq1Grfeeiv2799f6ni5XI7bbrvN83jr1q1+fe333nsPzz33nOfxs88+i1mzZlU6c22Ru3ojzJdSYb6cCqfeAFl4KJp98ma5zxfJZWhwf/EWIk6LBZc/+gbW9KtbDVpSrkB/4DASX30ayoaxaDB+DIqOn/JdbUkiRsSQ/gAAl92Byx9/C+uVDE+3OTkFhXv/QuKrTyEgKRHK+FgEdWqHor+O+mSKHjcGYoUcbocTqV/8AHNyiqfPdOYCbNm5iL53JBR/F3Xlrt5Y7ud7I9aMbGQuWA7L5VRYUtPhdjgQOfKOChVgBXXu4Cm+Mpw8i9SvZ3ptuWg6mwzjibNIeO5xyCPCEDnyDmQtXO4zT+SIwZ7iq9xVv3k/z9R0GI6dgi0zG5Ej70BQhzYI6tyhxNcTACLvHISg9q3hdrmQNf9XaHfs8R6QChiOnULO8vWARFziHNVl+PDhmDRpkk/71q1b8d1339XotYmIiIio/Mz6Qqz94j3c/96XXu0ajQazZs3CkCFDBEpGRFQ1NftTL/m1sPBIFl9RiU4d/wtH/tqDTRuWY8PqJSy+IgCA2WREXm4Wi6+IiIiIiMiL0WjEli1bPI8ffvjhMsePHTsWwcHBAID8/Hzs3LnTb6/9+uuv44033vA8/u9//4uvv/660nlrk9xVv8Fw7BScekOlzle3aw1pSBAAoGDzTq/iq3+4LFZkL1kFAJCGBEPTs6vPGEVMNCSBAQAAw7GTXsVXVydyIW/dZs/DgCTf7SiVjRMQ2DwJAKD9Y79X8dU/8n/fDmtGcc6wgX2qtWDIcikV2q27YL6YArfDUak5ND27eI6z5v/iVXz1D+Ppcyg8cBgAENq3O8R/v3YeIhFCut8KALDlFSB3ze8lXit39UbY8gsAABHDBpQ4RhYR7unTbtvtW3x1PafvqmTVJSwsDDNnzvRp1+v1mDRpErceJCIiIg+NUoZQpRyhSjk0SpnQceqt0zs249im9T7td9xxB/71r38JkIiIqOpYgEVUr4kQHRNfYs/Wjatw/HDpdw1T/eF2u1GoLUChrkDoKERERERE5KeuXV3m4YcfRuvWrUscp1Kp8O6773oez5gxo8o3edTUtZ9++mm8//77nscff/wx3nvvvSplrU9UiVe3gTMcP1PqOOPZC3DZim/8Ci5hmzqR5OoC/rbc/FLnsV/TJ5L6Lvof3Kmt57jwj1I+73C7odvzJwBAEhiAwJbNSr2eEP55Ta3ZubDl5JU6znii+PUWSaUI6tjGq08eHQlJgKp43KmzQGmFSW43jCfPea4riwjzGRLatztEUincLhfy1m/x6b+Zvv32W8TExPi0P//880hJ8S22IyIiovrrrpYNcX+bRri/TSPc1dJ362K6edZ/+T70eTk+7Z999hmSkpIESEREVDUswCKqp5RKFUbd8xDGTXwCsfG+d4YSAYDT4UB+bjbMZqPQUYiIiIiIyI+tX7/es5qUUqnE2rVr0a5dO68xYWFhWLlyJZo1Ky5qyc/Px8cff1zifI0aNYLb7fZ8TZw48aZdGwAeeeQRfPnl1e0wpk2bhldffbXU8eRLor668pJDX1T6QJcLTqMJAKBKSgTE3h9X2nJy4XYVr5wkjwwvdRrZNX3WLN9f4qiaNSm+nMUKc0paqfOYzl3wHAc0bVx6bgFIAgMBAM6yXk94v94Bzb1/cSVRB5Y47obz/P36XSv41uKCOUtKGhy6Qk+7NCQYsohwiOTyMuevLmPHjsX48eN92tevX18vtgslIiIiqq3MRXqs+ugtn/bAwED8/PPPEItZykBEtYvv7WBEVOdFx8TjzjETEKIpvntx+OgJmD/7a5hNLLKhqyxmEwp1BVymn4iIiIiIymX8+PE4cOAAYmNj0bhxYxw5cgQ7duxAcnIyIiMjMXDgQAT+XUBit9tx7733orCw8Aaz3vxrt23bFjNnzvR82G8wGCASifDtt9+WK8vXX3+NCxcu3HhgHeey2DzHEpUS9jLGilXK4v/KpJBHRcB2TQGVy2yB/sBhhNzWGer2baCIj4E1LfO6CcSIGD4QAOA0maHff8jnGoqYaAAoXjnKVfpWeNbMq9eW/32Ov3BZrZBIAzyvV2nEKpXnWHHdc3BZrJ5jyTXjSiK55jqK2AbefepAyKMiAACW9ExAIkHE8IEI7dsDMk3xNp9ulwvmiynI37gNRYeOl3mtymrQoAH+97//+bRrtVo89thjNXJNIiIiIqo+F/b/gT9XLcOto+7xau/VqxdeeOEFfPrppwIlIyKqOBZgEdUzHTp3R98Bd0J63XL8anUwC7DIQ1+ohcloEDoGERERERHVIunp6ejfvz8WLVqETp06QSwW4/bbb8ftt9/uNS4nJwePPPIItm7d6pfXDg8Ph0Qi8TxWq9V48skny53ll19+YQEWAGtmtuc4oEUSLKWsOqVMiIdEebXQRxYe6lWABQBZS1ZC3iAKqsSGSHzlKeT/vh3mC5fhslohbxCF8EF9oUyIg8tqRfqPCzwrav1DJJVCGqQGANi1ujJzu0xmuCxWiJUKyMI0FXjGNc+amY2Apo2hiImGRB0Ip6Hkz3ECml9drUoWHurVZ8vJg9vhgEgq9RpX8jxXV8+6/rW4tiDLbbUh8ZX/ICAp0WuMSCxGQNPGCGjaGAXb/kDW/F/LvF5lzJ49GxERET7tTz31FDIyMqr9ekRERFT7penNkIpFAACHizeg+4ON0z9Dky7dERYb79U+depUbNiwASdOnBAoGRFRxbAAi6iekMnlGDT0LrRs09Gr/fLFc9iwejGLrwgA4HQ6oS3IhcNe1r3JREREREREJTt79iy6deuG+++/H+PGjUObNm0QHR0NnU6HixcvYvny5fjpp5+Qn59fp65NvgzHT8PtcEIklSB8UD8U7vnTt2BIJELU2GFeTWKlwmcup96Ayx9/i9A+3RExbACiRg/16ne7XNDu3Iv8jdt9ireun9Nltfr0X89ltUGsVECsuDlb6JVX0ZGTCGjaGCKJBFFjhiFz3jKfMfKoCGh6dfU8vv71dNtsMJ4+D3W7VlA2jENw107QHzjsM09w105QNoy9Zh7vVbckgVe3mNT07gaxXA7zxRRk/7IW5ospEEklULdrheh7R0IWqkHY7b1gy8xBwZZdlX7+13viiScwdOhQn/YVK1ZgwYIF1XYdIiIiqls2Xsy88SC6qWxmE1a8/wYe+fYnr20HFQoF5s+fj65du8Jms5UxAxGRf2ABFlE9EBHZAHeOfQBh4ZGeNrfbhb27NmP/7q3cYo4AAFaLGTptPt8PRERERERUJXa7HfPmzcO8efMqPUdKSgpEIpEg196xY0elrk3eHFodtDv2IGxAb8jCNEh87WlkL1sD05nzcDucUCbEIXLkHVC3awWX3QGxrPhjSrFMVuJ8gS2bIeS2zpCGBPv0icRiBHVsC6fBhJyVGwCn07v/mjndDuf1p/twOxxlZhGKdvtuhPXvBVmYBqH9ekCkkCP/t62wZuZAolRA3b41ou4eAbFc7lnlqqTnkLt6IwJbNYdIKkHc5PGQR0VAt+cgHIV6SEOCoenRBZEjBnv9fxHJvee5tjhNLJfDkpaBy59Oh9tWfEOX226H/sBhWC5fQZO3XoRYqUDEyDug3bXPM6YqWrZsic8++8ynPSsrC48//niV5yciIiKimyv12CHsXTIXPcc97NXeoUMHfPDBB3jxxReFCUZEVAEswCKq41q3uwUDhoyBTHb1gzGT0YD1qxYh9TK3RKBiRXodjIYioWMQERERERFRHZK9dBVkkeEIat8aigZRSHhqss8Y86VUmC+nIuz2XgAAp8V3haqwgX0Qfd8oiMRiGM9eQN6aTTBfSoHL7oA8KhyaXt0QPqgvIoYNQECzxkj58n9wW6/eIe++ZpVnkVTiM//1RNLij0xd160OLY+OLNf5AGDLLYC7mu/Sd5ktuDJtFhKeeRzSkCBout8KTfdbfcZl/7IW4YP7QhocBFcJr6f5Ygoy5y1FzIP3QiSVImrMMESN8V6JzGW1IXvZasQ8cHfxY4vFu9/u8Hqcu/K3EgurbDl5KNi+GxFD+kOqDkRgq+YwHD1Z4ed+LZlMhgULFkClUvn0TZo0CXl5eVWan4iIiIiEsfXHb9Gse29EJSZ5tb/wwgvYsGEDtmzZIlAyIqLyYQEWUR0llUpx++BRaNexq1d72pVLWL9iIQwGvUDJyJ+4nE5otfmw2268BQMRERERERFRRbgdTlz55kdoenVFaP9eUMbHQvT3liKOwiJod+1F3ppNiL5/tOccl8nkNYciPsZTfGU4eRapX/4PuGblZltmDnKWrYEtMxuxj4xDQLMmiBo1BNlLV1+d85oiJLHCd4vD6/2zupPL6l1AlfD8vyCPCCvXc7/8yTSYziaXa2xFWFLScPGdzxAxfCCCb+3gtSKY+WIKctf8DsOxU4gcORgA4DSZS5xH98cBWFIzEHHnIKjbtPBsVeh2OGE4fgrZv6yFRHV128Hr57m2IMvtcsF4+lypmY0nziJiSH8AgKpxQpULsN555x3ccsstPu3Tp0/Hhg0bqjQ3EZG/Sk5ORps2bbweExHVNQ6bDb+++yoe+99CSK9byXXu3Llo164dCgoKBEpHRHRjLMAiqqOkMjkSm7Twaju4dzv+2L4RbrdLoFTkT2xWK3TaPLhcfD8QERERERFRDXG7odu1H7pd+yFWKiAJDoLbZoOjsMhTSCWPjvQMt2Zke52u6dnNU7SVu+o3r+Kra+n+OIDwoQOgaBCFkJ5dvQqw3A4HHEUGSIPUkIVqyowrDlB5ipHsBbqKPtubwlGoR9bC5chauByS4CBIVEo49EVwmYuLoqShIRDLi4vIrOlZpc5jSU1D2nc/AWIxpCHBEEklcGgLPVswhtzW2TP2+nmufW1cZnOJK21dHav1HEuC1OV/oiXo3bs3XnnlFZ/2M2fO4KWXXqrS3ERE/sxqteLUqVNCxyAiqnFZ589g68xvMPiJF7zaY2NjMXPmTNx1110CJSMiujEWYBHVURazCWtXLMC9D0yB3WbFb2uX4uL500LHIj9hKCqEoYiroBEREREREdHN47JYfQt1RCIoG8YCKN6uzmkwenUrYqI8x5aUtDLnt6SmQdEgClJ1ICTBajj1Bk+fNTMb0iA15FERgFgMlHIz0rXXs2V6F4NdeGVqmdcXglNfBKe+yKtN2aih59h8KeXGk7hccGh1Ps3XzmO5lOrVZ8vJhdvhKN6uUSQue37xNf1O543zlCI4OBjz5s2DWOx9PbvdjgkTJsBsLnm1LyIiIiKqXfYsnoOm3XqiSefbvNrHjh2LyZMnY9asWQIlIyIq2w1+Oiai2iwzPQW/rVmC+bO/YfEVAQBcLhcK8nJYfEVERERERER+IbBlM0j/XhVJf/CwT7/72kIpSdkfZYokkqsPnN4FVubzFwEAYqUCqkbxpc4R0Lyp59h04VKZ1/NXwbd28BzrDx6p3CQiEYI6twMA2PO1vq+F0wVT8mUAgCRABYk6sNSp5FERnmO7rrByeQD873//Q6NGjXza33zzTRw6dKjS8xIREVH9ck+rBIxv0wjj2zTCPa0ShI5DJXC73Vjx/v/BpPf93vHrr79Gs2bNBEhFRHRjLMAiqgOCgjXo0r1fiX1nTx2FvlBbYh/VLzabFXk5WbDZSt8WgIiIiIiIiOhmihx1B4DibQK1O/f59NvzCjzHgc2alD6RRAxVUiIAwGkyw2k0eXXrD5/wHIf06lbyHCIRND1uLZ7DaILxzPnyPAW/Io+JRkiXTgAAw8mzsGXnVmoeTe/bIA8PAwBod+wpcevHor+OeY6DOrUtda7gW9p5jk3nLlYqz6RJk3D//ff7tO/atQuffPJJpeYkIiKi+ilYIUWIUo4QpRzBCm4W5a/0udlY/cnbPu2BgYFYsGABpFL+vyMi/8MCLKJarnFSSzw4+Rn0vn0o2rS/Veg45KeMhiIU5OXA5ar8Uv9EREREREREFSEJDIBIKim5UyRCgwl3IeDvoqq89Vu8iq3+UXT0pOc46u47IVYqSpwuatQQyDQhAADDsVM+/ZZLqTCeSwYAhPbqBlWS70pK4YP7QRHbAABQsHmnzypa/kD693MssS9Ug4ZPTYZIKoHLbkfWwuWVmiegZVM0uH80AMCalYP8jdtLHKf9Yz8chcXbH0aOGgKpJth3ruZJCOle/HmVJS0D5kqsKtayZUt8++23Pu16vR4PPvggXKVsJ0lEVJdERkbirbfe8nxFRkYKHYmIqMad3rEZh9at8Gnv0qUL3n//fQESERGVjaWhRLWUSCRGjz6D0K1nf0/bgDtGIyvzCvJzswVMRv7E7XJBpyuA1WIWOgoRERERERHVIqqmjSGPvrp1nPSaLebkUREI6dnFa3zh7oM+cwS0bIaYCWNReOAwTGeTYS/QQiSTQRkfA03f7lAlFG8FWHTsFHLXbioxh/HkWRhPn0Ngq+ZQNoxDk7dfQsHmnTBfSoHb7oAsKgKhvbpB3a4VAMBlsSJ39cYS58petAKJrz4NsUKOhOf/hbx1m2E6cwEimQwhXTshtF8PAH8XHf2+vfwvVjld/5opEuI8x+q2rSCLCPM8tmXnlVisFPPgPZAEBaLor2MwX74Cl9kMSZAaga2aIbRvD0gCVHC7XMicsxS2rJxSsyS9+zKM55JhOHYK1vQsuB0OyMJCEXRLO4Tc1hkisRgOgxFp38+B2+EocQ631YasRcsR9/iDkIVq0Pj/nkPe+i0wX0yBSCqFul1LhA/qB5FEArfDicx5v1T0JYNSqcTixYsREBDg0zdlyhSkpKRUeE4iotooMjISb7/9tufxsmXLkJtbuVUOiYhqkw1ff4RGHTojPN57u8iXX34Z27Ztw2+//SZQMiIiXyzAIqqFAgODMGz0ODRslOTVfvb0URRqfe8WpfrJYbdDW5ALp5OrXhEREREREVHFhPa5DZqeXUvsC2jWxLNy1T9KKsACAGlIMMIH9UX4oL4+fW6XC7rdB5A1/xegjJ9dr3z3Mxo+8QgCWzWDPDIcDcaNKXGcQ1+E9BnzS912z5KajrT/zUXcoxMgCVAh+q47fcZYs3KQ+vVMuCzWUvNUVtyk8aX2RQwb4PVYt/tAyatFiYCApEQE/L3d4vUcBiOy5v8C/cEjZWYRSSQI7tQOwZ3aldhvSc9E+oz5sKZllDmP/uARSNSBiL5vNGShGsRMuMtnjNNiQfrMBZVa/eqzzz5Dhw4dfNpnz56NxYsXV3g+IiIiop+OVvx7EhKOzWzCr1NfxeTpcyG5btvBuXPnokOHDsjMzBQoHRGRNxZgEdUy8QlNMHz0eASqgzxtDrsdWzauxMljfwqYjPyJyWiAvlArdAwiIiIiIiKqx0znk5G9dBUCWjaDIiYa0mA13G43HDo9jGcuoPCP/TBfSr3hPC6TGSmffQd1x7YI6XYLVI0TIA0OgkgihtNkhjUjC4bjZ6DdtQ8uo6nMuQxHT+Li258ibGAfqNu3hiw0BG6HE7acPOj/PIqCrbvgttmr6yWodnnrt8CWlYOAZk0gDQuFVB0Ap8kMW24+ig6fgG7XPjgNxhvOkzFnCQLbtCh+LUOCIVYo4CwywJKWAf2fR1G4789yb8Go3bYbprPJCO3fE4GtW0CmCYHb7YI9Nx+GE2dQsGknHIX6Cj/X0aNH48knn/RpP3PmDJ566qkKz0dEREQEAC63W+gIVEHpp45j64/TMOhfz3q1R0ZGYv78+Rg0aBC3pSYivyACwH9l6pG4uDikpaUBAG65tSsyM7METkTlJ0LXHv3Qo89giMViT6u2IA9rls9HXg6ruwlwu90o1BXAYi77A2ciIiIiIiKqXa79TCc+Ph7p6ekCJyKqOQ0bNsSRI0cQFhbm1W61WtGtWzccPXpUoGRERMJo3bo1Tp486Xncpk0bnDp1SsBEVB26No3E1je9V+Scv/IUMnJuXExNVN+IRCI88Nn3aNq1p0/fm2++ialTpwqQiojIm/jGQ4hIaEpVAMbc+zB69RviVXx17vQxLJj9DYuvCADgcNiRl5vF4isiIiIiIiIiqrWkUikWLFjgU3wFAC+++CKLr4iIiIjqIbfbjeVTX0dRvu9242+99Rb69OkjQCoiIm8swCLycyGaMDww6Rk0btrS0+Z0OrDt91VYu2IBbDargOnIX5hNRuTnZsPpcAgdhYiIiIiIiIio0t577z307t3bp33VqlWYNm2aAImIiIiIyB8YdQX4deprPtsNSiQSLFy4EBEREQIlIyIqxgIsIj9XpC+EoajQ81hfqMOSeT/g8J97BExF/qRQV4BCXQHc3LeciIiIiIiIiGqxESNG4JVXXvFpT0tLw6RJkwRIRERERET+5NJf+7Fr7kyf9ri4OMyZMwcikUiAVERExViAReTnXC4n1q5YALPJiEsXzmD+7K+RlXFF6FjkB5xOJ/JysmA2cT94IiIiIiIiIqrdEhMTMWfOHJ92p9OJ8ePHo6CgQIBUREREVNd0iw1Hj/gI9IiPQLfYcKHjUCVs//l7XD7yl0/7sGHD8PrrrwuQiIioGAuwiGoBQ1EhFs2ZjhVLf4bFbBI6DvkBi9mMvJxMOBx2oaMQEREREREREVWJXC7H0qVLERoa6tP3xhtvYNeuXQKkIiIiorqobVQIOkSHokN0KNpGhQgdhyrB5XTi13dfgalQ59P37rvvYsCAATc/FBERWIBF5FfaduiCu8Y9CrHY94+mTpsPgFvMUfE2lDptHrccJCIiIiIiIqI64YsvvkCXLl182tesWYNPPvlEgERERERE5M/0udlY/r7valdisRiLFi1CXFycAKmIqL5jARaRH5DKZLjjznsxePjdaNS4GXr1Gyp0JPJDLqcT+bnZMBmLhI5CRERERERERFQt7rvvPjz55JM+7ZcvX8bEiRN5AxoRERERlej83l3YOW+mT3tkZCSWLl0KmUwmQCoiqs+kQgcgqu9CwyMxYuwDiIhs4Gnr3K0XThw9iIL8HAGTkT+xWi3QFXDVKyIiIiIiIiKqO1q0aIEff/zRp91ms+Hee++FVqsVIBURkf+xWq04efKk12Miqpytl7MhgggA4ObOM7XetlnTEd+6PZp07ubV3qNHD3zyySd47rnnBEpGRPURC7CIBNSidQcMGnoX5AqFp81sMuK3NUtYfEUeRfpCGA16oWMQEREREREREVWboKAgrFixAmq12qfv+eefx8GDBwVIRUTkn5KTk9G2bVuhYxDVCZd0RqEjUDVyOZ345Z1X8K/ZSxEcEeXV9+yzz2LPnj1YtmyZQOmIqL7hFoREApBIJOh/x2gMHz3eq/gqMz0V82d/g0vJZwVMR/7C5XKhIC+HxVdEREREREREVKeIRCL8/PPPaNWqlU/fkiVLMH36dAFSEREREVFtZNTmY9mbL8LpcPj0zZo1Cy1bthQgFRHVRyzAIrrJgkNCcd+D/0bHzt292g8d/ANL5v2AIr1OmGDkV2w2K/JyMmGzcSlpIiIiIiIiIqpbXn31VYwdO9an/ezZs3j00UcFSEREREREtVnq8cPY9MOXPu1BQUFYuXIlgoODBUhFRPUNC7CIbqImzVrhgUlPo0FsQ0+b1WrBmuXzsX3TGrhcTgHTkb8wFOlRkJcDl8sldBQiIiIiIiIiomo1ZMgQvPfeez7tRUVFGDNmDAwGgwCpiIiIiKi227tkLk5u/92nvUWLFpg/fz5EIpEAqYioPmEBFtFNEh0Tj9H3PAylKsDTlpudgQWzv8H5M8cFTEb+wu1yQZufC0NRodBRiIiIiIiIiIiqXZMmTbBw4UKIxb4fSz/88MM4ffq0AKmIiIiIqK5Y9eGbyEu95NM+YsQIvP322zc/EBHVKyzAIrpJsjPTcPLYn57Hx48cwKI506HT5guYivyF3WZDbk4WrFaL0FGIiIiIiIiIiKpdQEAAVqxYgdDQUJ++Dz/8EMuXLxcgFRFR7ZCUlIQTJ054vpKSkoSORFRrxaiViFWrEKtWIUatFDoOVTOryYhFrz8Di9F3VdU333wTo0ePvvmhiKjekAodgKg+2fLbSoSFR+Hoob04dfyQ0HHIT5iMRdAX6oSOQURERERERERUY3788Ue0b9/ep33jxo34v//7PwESERHVHgqFAm3atPF6TESVM6xpLOQSCQDA5nRi1pGLAiei6paXcgnL33sd4z/8xqdv7ty56NatG1deJaIawRWwiGqASCRCULDGp93hsGPRnO9YfEUAircc1BXksfiKiIiIiIiIiOq01157DePGjfNpv3jxIsaNGweXyyVAKiIiIiKqq87+sQ3bZn/n0x4UFISVK1ciJCREgFREVNexAIuomqkCAjHmvkm478F/Q6kKKGGE+6ZnIv/jcNiRl5cNi8UsdBQiIiIiIiIiohozevRofPDBBz7tJpMJY8aMgVarFSAVEREREdV1O37+AWd2bfNpb968ORYuXAixmKUSRFS9+LcKUTWKjW+EByY9g8QmzREcosHQEfcBEAkdi/yM2WREXk4WnA6H0FGIiIiIiIiIiGpM+/btMW/evBL7HnvsMRw7duwmJyIiIqL6LllrwLl8Pc7l65GsNQgdh2qQ2+3G8vdeQ+5l320mhw0bhs8++0yAVERUl0mFDkBUV3Tu2hu9+w+FWCzxtIVFREEdFAxDUaGAychfuN1u6HVamM1GoaMQEREREREREdWoyMhIrF69Gmq12qfv448/xsKFCwVIRURERPXd9pQcoSPQTWQ1GbHo9Wfw+IyFUKqDvPqee+45nD59GjNnzhQoHRHVNVwBi6iKFAolRt71EPoOvNOr+Cr53CnMn/0Ni68IAOB0OJCfm83iKyIiIiIiIiKq8+RyOZYvX45GjRr59K1evRqvv/66AKmIiIiIqD7Kv3IZv059FS6Xy6dv+vTp6Nev380PRUR1EguwiKogqkEcJkx6Gk1btPG0uVxO7NyyDqt+mQOrxSxgOvIXFrMJeblZcDjsQkchIiIiIiIiIqpxP/zwA3r16uXTfvz4cUyYMKHEX34REREREdWUc3t2YvMPX/q0y2Qy/Prrr2jatKkAqYiormEBFlElte/UDfc/9AQ0oeGeNkORHssWzMCf+3cKmIz8ib5QC502H263W+goREREREREREQ17sUXX8Qjjzzi056Xl4eRI0fCYDAIkIqIiIiI6rvdi37GoXUrfNrDwsKwdu1aaDSamx+KiOoUFmARVZBMJsfQkfdj4NCxkEqlnvaUS+cxb9ZXSL9yWbhw5DecTifycrNgMvJDRSIiIiIiIiKqH+6++258+umnPu12ux1jx47F5cuXb34oIiIiIqK/rf3sXVw+8pdPe4sWLbB06VKv3/0SEVUUC7CIKigisgFatG7veex2u7B312YsXzwLZpNRwGTkL6wWM/JyMuGwc8tBIiIiIiIiIqofunfvjnnz5pXY9+9//xu7du26yYmIiIiIiLw5HQ4s+b9nUZCR5tM3aNAgfPfddwKkIqK6ggVYRBWUmZGKXdt+AwCYTAYsXzwbe3dt4hZzBAAo0uugLcjj+4GIiIiIiIiI6o0mTZpg1apVUCqVPn1fffUVZs2aJUAqIiIiIl8PtmuMyR2bYHLHJniwXWOh45AATIU6LHzlSVgMRT59jz32GF577TUBUhFRXcA19Igq4a/9O6FQKHDs8AEYigqFjkN+wOV0QqvNh91mFToKEREREREREdFNExYWhvXr1yMyMtKnb+XKlXjhhRcESEVEVLfk5ubi7bff9npMRJUjl4ggl0j+fuQUNAsJJ/fyRSx76yVM+GQ6xJ73Q7EPPvgAqampWLBggUDpiKi2YgEWURlCNGEIj4zGxfOnffr27NwkQCLyRzarFTptHlwul9BRiIiIiIiIiIhuGoVCgZUrV6JFixY+fQcPHsSECRP4eQkRUTXIzc3FO++8I3QMIqI65cKB3djw9UcY/vwbPn2zZ89GRkYGtm3bJkAyIqqtuAUhUSmatmiDByY9g+GjxyM8MlroOOSnDEWFKMjP4YeJRERERERERFSviEQizJ49G7179/bpu3z5MkaMGAGTySRAMiIiIqLS2Zxu2JzOv7/cQschgR1YsRi7F/3k0y6Xy7F8+XK0adNGgFREVFtxBSyi64jFEvS+fSg6d7v64dGIsQ9gwU/fwm6zCZiM/InL5UKhNh9Wq0XoKEREREREREREN91nn32G8ePH+7TrdDoMGzYM2dnZAqQiIiIiKtu845eEjkB+ZtP3XyIkKgZtBwzxatdoNFi/fj1uu+02ZGZmCpSOiGoTroBFdA11UAjufWCKV/EVAFxJSYbLyRWOqJjdZkNeThaLr4iIiIiIiIioXnrxxRfx/PPP+7Tb7XaMHTsWp0+fFiAVEREREVHFud1urPjgDaQc/cunLyEhARs2bEBISIgAyYiotmEBFtHfEps0x4OTn0FsfCNPm81mxfqVi7Dlt5VwOh0CpiN/YTQUIT8vGy6XU+goREREREREREQ33UMPPYRPP/20xL5HH30U27Ztu8mJiIjqPoVCgdatW3u+FAqF0JGIiOoUh82GRa89jdwU3xXSOnTogFWrVkGpVAqQjIhqExZgUb0nEonQo89gjLnvEagCAj3tebnZWPjTNJw5dUS4cOQ33C4XtAV5KNLrhI5CRERERERERCSIYcOGYdasWSX2vfHGG5g7d+5NTkREVD8kJSXh5MmTnq+kpCShIxER1TnmIj3mv/RvGAryffr69u2LxYsXQyKRCJCMiGoLFmBRvRYQqMZd4x7Fbb0GQCS6+sfh1PFDWPjztyjIzxEwHfkLh92OvNwsWC1moaMQEREREREREQmiW7duWLZsGaRSqU/ft99+iw8++ECAVERERERE1UeXmY4FrzwJq8nk0zdq1CjMmDFDgFREVFuwAIvqreiYeDww6RkkJDb1tDkcdmxa/yt+W7MEDrtdwHTkL0xGA/Jys+B0cstBIiIiIiIiIqqfWrZsiXXr1iEgIMCnb8mSJXj22WdvfigiIiIiohqQceYklvzfsyX+rnjSpEn4+OOPBUhFRLUBC7Co3jIZDV7LROoK8rBoznc4fuSAgKnIX7jdbui0+dAXaoWOQkREREREREQkmMTERGzatAnh4eE+fVu2bMFDDz0El8slQDIiIiKiiuvXKAoDEqMxIDEa/RpFCR2H/FTywb1Y/t5rJX6f+/LLL+PFF18UIBUR+Tvf9aKJ6okivQ6/rVmKMfc9gvNnT2Dj2mWwWS1CxyI/4HQ4oC3Ig8PBVdDo5hArFVAmxEOZ2BCqxIZQNoqHPCoCInFxnfT5l9+FPb98xYBipQKaPt0R1KENFHENIFEp4TSaYM3Mgf6vo9Dt3Ae3w1GuuZSNGkLTuxsCmjaGLDwUYrkcLqsVttx8mM5egHbnPtiySt+qVRYeimafvFmuawFA8tufwnolo9zjiYiIiIiIqGbFxsZiy5YtiI+P9+k7dOgQxowZA5vNJkAyIiIiospJClVD/vcCDTanE9tTSv+Mm+q3k1s3IiBYgztf+D+fvk8//RRarRazZs0SIBkR+SsWYFG9din5DBbP/Q4ZaSlCRyE/YTYZoS/Uwu12Cx2F/IA4IAASpQJOixWuEvb7ri6NXvkPVAm+H2ZXVECLJMRPeQjSkGCvdmlIMKQhwQhs2RRht/fClemzyyycgkiEBuPHIrRfD08R2D8k0gCoAgOgSmyIsAF9kLv6N+St21zl7ERERERERORfIiMjsXnzZjRp0sSnLzk5GUOHDkVRUZEAyYiIiIiIbo6DK5cgUBOK2yc/6dM3Y8YMmM1mLFy4UIBkROSPWIBF9ULHzt0RoA7Cnh2/+/Sx+Ir+UagrgNlkFDoGCUwklyOke2eE3d4TyoZxnnZLajoKtu9G4d6/4K7mu3tFEHmOnSYzLKlpkDeIhkwTXMZZ3pSN4pHwzOMQK+QAAN3eP6E/cBgOXSEkQWoEdWqH0D63QREbjUbP/wuX3v8KjkJ9iXNF3X0nwvr3AgC4rDYUbPsDprPJcBQWQRamgbp9a2h6doFIKkHU2OFwmszQbttdZr6CbX/ccIwtO6/cz5eIiIiIiIhqTkhICDZu3IhWrVr59GVkZGDw4MHIyeFqEURERERU923/+QcEaELR7a7xXu1isRhz5syBxWLB8uXLBUpHRP6EBVhUp8nkcgwedjdatO4AAMjKuIKL508LnIr8jdPphLYgFw47txys7wJbN0f8lIcgUQf69CkT4hD70L2IHjscaT/MgfH0+Wq7ru6P/XAUGWC5fAW2nOIipEYvPVmhAqyYB+/xFF9lzv/Fp9jJePIsjCfPIv6JhyELD0XUPSOQ8eMCn3kk6kCED+wLAHDZ7bj0wVewpmV6+i0pV1B0+DiK/jqKhOemAAAiRw2BdvseoIyV45x6A6zpWeV+PkRERERERCSMwMBAbNiwAZ06dfLpy83NxcCBA3Hx4kUBkhERERFV3foLGZ6bot3gbihUPhu+/giqYA3aDxrm1S6VSrFo0SKMGTMG69evFygdEfkL8Y2HENVOEZENMOGRpz3FVwBwx/B7IJPLBUxF/sZiNiMvJ5PFV4TA1s2R8MxjJRZfXUuiDkTCs48jsFWzart2wZZd0B847Cm+qihFw1ioGicAAEzJl0tdaaro8HEUHToOAAjpdgtkEeE+Y1RNGkEklRSP/+uYV/HVtQwnzsB04RIAQBqkhiI2ulLZiYiIiIiIyH8olUqsWrUK3bt39+krLCzEHXfcgdOneXMjERER1V6ZBgsyDGZkGMzINFiEjkO1hNvtxor338DpXVt9+uRyOX799Vf0799fgGRE5E9YgEV1Upv2t2L8w/9BWHikp81oLMLalQtgr+atw6j20hfqoNPmwV3Gqj1UP4jkcsRPeQgiafkWhhRJpYj/10SI/KSgM6BJoufYcOxUmWOL/u4XicUI7tLRp1+sUnqObXkFZc5lv6ZfrFSUIykRERERERH5K6VSidWrV2PAgAE+fUajEUOHDsXhw4cFSEZEREREJDyX04Flb72ICwd8b4L/53vpnj17CpCMiPwFC7CoTpFKZRg8/G7ccec9kMpknva01IuYP+trXLmcLGA68hcupxP5udkwGYuEjkJ+IqR75xuufHU9iToQIbfdUkOJKkYSGOA5dhTqyxzrvKa/pFW8bFm5nmN5RFiZc8n+7ne7XLBll2P1LokEsvBQyCLCWbBFRERERETkR/5Z+WrQoEE+fVarFaNGjcLevXsFSEZERERE5D+cdjsWv/4sLh0+6NP3z1bePXr0ECAZEfmD8i31QVQLaMIiMGLsA4iMivFqP7BnG3bv+B1ut0ugZORPrFYLCrX5cLn4fqCrwm6v3B0JYbf3gm7nvmpOU3Euq9VzLAlQlTlWfE2/Iq6BT78l5QrMl1KhapyAoFvaQREXA2u67zaE6rYtEdC0MQBA/+cROA3GMq8b2r8XwocNhFh29VsPa3YuDEdOIH/TTji0ujLPJyIiIiIiopqhVCqxcuVKDB482KfP4XDgnnvuwZYtWwRIRkRERETkf+xWCxa+8h889MUMNGzbwasvKCgIv/32G4YOHYrdu31XyiKiuo0rYFGd0LxVezzwyNNexVcWswkrlv6EP7b/xuIrAgAYigqhzc9l8RV5EQcEQNkwrlLnKhPivAqahGLNyPYcB7T0XdXqWoHX9Ms0IYDE91uBtO9/hiU9E2K5HI3feBZR94yAun1rKBs1RFCntoiZeB8aPv0oAMB4+jwy5/1yw4zSILVX8RUAKKIjEX7H7Uh67xUEd+10wzmIiIiIiIioeikUCqxYsQJ33HGHT5/D4cC4ceOwZs0aAZIREdG1kpOT0aZNG89XcjJ3+yAiEpLNbML8l/6NjHOnfPr+KcLq1auXAMmISEhcAYtqvZZtOmLYqHFebVkZV7B2xQLoC7UCpSJ/4nK5oCvIg81mvfFgqnckVdwKT6xUwGUyV1OayjGdT4ZDXwRpcBDUbVsisFVzGE+f8xmniI9FSPfOXm1ipRIuo8mrzZ6vxaX3v0Jo79sQPuR2RAzpDwzp7zXGmpGFvN+2oXDvn0AZRY2WKxko3H8IprMXYM3KgctihSRABWViQ4Td3hNBHdtColQi7rEH4LbbUXT4RBVeCSIiIiIiIiovhUKBlStXYsiQIT59DocD48ePxy+/3PiGGyIiqnlWqxWnTvn+kp+IKq6xJhAiiAAAbrhxSVf27g5EpbEYijDv+Sl4+OvZiE7yvjlerVZjw4YNGD58OHbu3ClQQiK62bgCFtV6F86dRF7u1dVfDv+5G0vmfc/iKwIA2GxW5OVksfiKSuW0VO294ari+dXB7XAiZ+UGAIBILEbDpyYjfEh/SMM0gFgMaUgwQvv1QOLLT0AklcLtcHjOFctlJc6pbtsKIbd1hixUU2K/vEEUNN1v9WxDWBJ7vhYX3/4U+Ru2wHwxpbhQzeWC02CE8cQZXPl2FrIWr/TkjnnwHogU8kq9BkRERERERFR+KpUKq1atKrX4asKECVi2bJkAyYiIiIhqVv/EaNyRFIM7kmLQPzFa6DhUy5kKdfj52cnIunDWp0+tVmP9+vXo27evAMmISAhcAYtqPYfdjrXL5+PuCY9h+6Y1OHf6mNCRyE8YDUUo0uuEjkF+zmUywXIlvVLbEFpS0wVf/eofuh17IY8IR8SwARAr5Ii+ZwSi7xnhNcbtciF72WpEDB0AaXAQgJILyKLGDkPE8EEAAHNKGvLW/A7T+YtwmsyQBqkR2Lo5IkfegcBWzRDQrAkyF/wK3c69lcpdsGkHAlskIahTO0hDghF8S/viVbWIiIiIiIioRgQFBWHt2rXo06ePT5/T6cSECROwdOlSAZIREREREdU+Jp0Wc559FA99ORMxzVp69QUGBmL9+vUYOXIktmzZIlBCIrpZuAIW1SoikRhyue92YQX5OZg1/WMWXxGA4iITbUEei6+o3Aq27a7keX9Uc5Kqyfl1LS5/Oh1Fx07BZbV52t0uF4xnziPl8+9R8PsOiFXK4nanEy6zxWsOdduWnuIr0/lLuPzBVyg6fBxOgxFwueAo1KNw75+4OPULWLNyIJJKEDPhLshjKn+nkG73Ac9xQIukSs9DREREREREZQsNDcWmTZtYfEVEREREVI1MhTrMefZRZJ477dMXEBCAdevWYeTIkQIkI6KbiStgUa0RGBiE4WPGw2azYuXSOQDcXv1Op6PkE6lesdts0Gnz4HQ6hY5CtUjh3r8QPXY4JOrAcp/jNBhRuO9QDaaqHNOZCzCduQBIxJAGB0Mkk8KhK4TbZgcASMM0EMuKtx20ZmT5nK/p091znPPrWrgdJf9ZcpnMyFu7CXGPToBIKkFo727IXrq6UpmtWTmeY2lIcKXmICIiIiIiorJFRkZi06ZN6NChg0+f0+nEAw88gCVLlgiQjIiIbiQyMhJPPPGE5/F3332H3NxcARMR1V4ncgohEYsAAE6X+wajicrPrC8sXgnrq5mIbd7aq0+hUODXX3/FxIkTsXDhQoESElFNYwEW1QoNGyVh2OhxCAws3jKrS/e+OLh3u7ChyO+YjAboC7VCx6BayG2zIe2HOUh49nGIpDf+p9HtcCDthzlw22w3HCsYpwsOrc6nWdW4kefYlJzi06+IvbqSlfnylTIvYb6ces15DSoRsphIfM2CnC5XpechIiIiIiKiksXGxmLz5s1o1aqVT5/NZsO4ceOwfPlyAZIREVF5REZG4u233/Y8XrZsGQuwiCppf0a+0BGoDjMX6TH32cfw4BczENeyjVefVCrFvHnzoFarMWPGDIESElFN4haE5OdE6NazP+4a96in+AoAWre7BRKJRMBc5E/cbjd02nwWX1GVGE+fR+pXM4q32iuD02BE6lczYDx9/iYlq14hXTt5jvX7fVfwcl9TACWSlP1tguiav4fdVVh1ThEf6zm2l1A0RkRERERERJXXpEkT7Nq1q8TiK7PZjNGjR7P4ioiIiIiompiL9Jj73GNIPX7Ep08sFuN///sfXnrppZsfjIhqHAuwyG8pVQEYc98j6Nn3DoivWR3l7OljWPTzdG4xRwAAh8OOvNwsWMwmoaNQHWA8fR7nXnoXGXOWwHIl3avPkpqOjDlLcO6ld2tt8ZWycQKCbmkHADCnpsF0LtlnjD0nz3Mc0LJZmfMFXtNvy6n8XUNhA3p7jmvra0tEREREROSPOnbsiD179qBJkyY+fQaDAcOGDcOGDRsESEZEREREVHdZDEWY98LjSD64t8T+Tz75BO+9995NTkVENY1bEJagUaNGGDRoEPr27Yt27dohISEBarUaRUVFSEtLw969e7Fw4ULs3LmzXPO53RXbP9jhcEAmk1Umep0RE5eAO8dMQFCwxtPmdDqwY/NaHPmr5H+oqP4xm4zQF2or/GeMqCxumw26nfug27kP4gAVxEoFXBYrXCaz0NHKJJLLIJLJ4DKWXIwoj4lGwycfgUgshtvhRObPS0scpz98HEGdiou0ou8dCfPFy3DqDb7zRUci4s5BnsdFh4/7jAm+tSP0fx0FSvszKhajwfgxCEhKBABYs3NRdOREWU+TiIiIiIiIyun222/HypUrERwc7NOn0+kwdOhQ7Nu3T4BkRERERER1n81sxsJX/4O73/4UrXr39+l/4403EBUVhX//+99ceISojmAB1jU6duyIH374Ad26dSuxPywsDGFhYWjfvj2mTJmCbdu2YeLEibhy5cpNTlq33dKlF3r3H+a1xaC+UIu1y+cjKzNNwGTkL9xuN/SFWphNZW8VR1RVLpP5phReyaIiENCssVebNOTqtqvBt3aA45qtEV0WG4r+Ouo9XhOCpLdfRNHhEzCcOgdbVjbcdiekoSFQt2sFTa+uEMtkcLtcyFzwCywpJf/bVbj3L4T17w1VYkMooiOR9PbLKNi6C6ZzF+E0myFVqxHYujlCb+8JiUoJAND/dazE1bTi/z0R9nwt9IePw3wxBfZ8LVxWKyQqJZSJDRHa+zYoYhsUPyerDRmzFgJOl888REREREREVDF33XUXFixYAIVC4dOXm5uLwYMH48iRIzc/GBERERFRPeKw2bD0vy9g9OtT0WHwnT79jz32GBo0aID77rsPZrN/LwRARDfGAqxrtGjRwqf46uzZszhx4gTy8vKg0WjQo0cPNGzYEEDxXWR79+5F7969cenSpXJdY9q0aTccU18rXOUKJe4YfjeatWzn1X7x/Gn8tmYJLBb+o0OA0+GAtiAPDodd6ChE1SagWWPETRpfan/0vaO8HtvyCnwKsABArFAg5LbOCLmtc4nzOAr1yFywvMRzPVwupH75P8T/eyICWzaDNCQIUWOGlTq88OCR4sKpUsjCQxE+sE/p1wNgy85F+qwFMCenlDmOiIiIiIiIbuxf//oXpk+fDrFY7NOXmpqKwYMH4+zZswIkIyIiIhKeWCTyeuziLitUw1xOB1a89zpsJiO6jL7Pp3/EiBHYsmULRowYgfz8fAESElF1YQFWCc6fP48ff/wR8+fPR0ZGhlefSCTCww8/jG+//RaBgYGIi4vDggUL0KNHj3LN/dRTT9VE5DqhVZuOXsVXLpcLu3dsxMG9OwDwmx8CLGYzCnX53HKQqAQObSEy5ixFYIskKBPiIQ1RQyRXwGkwwJaVg6IjJ6HbfQAus+WGczkNRqR8+h3U7VohuNstUCU2hFQTArFcBpfVBnu+FuaLKdDtOQjzhdILkFO/nglV4wSoGidAFhEGiToQEpUKLrsdDn0RLClXUHT4RPE2hVz5ioiIiIiIqMreffdd/Pe//y2x78SJExgyZAjS09NvcioiIiIi//FIh8aQ/70Lj83pxKwjFwVORPWB2+3G2s/fg1lfiD4PPe7T3717d/zxxx8YMmQIUlJ4szpRbcUCrGtkZmbi4Ycfxrx58+BylfyLYLfbjZ9++glarRYrVqwAUPwX4uDBg/H777/fzLh1ztFD+5GY1AJJzVrDYNBj/cqFSEst38piVPfpC3UwGYuEjkFUIwp3H0Th7oNVmsNtt0O3cy90O/dWUyrAcPw0DMdPV/78Y6dgOHaq2vIQERERERFRyeRyOWbPno0JEyaU2L97926MGDECWq32JicjIiIiIqJ/bJn5LYry8zD0mVd9Vqxt2bIl9uzZg2HDhuHo0TJ2MiEiv+W7DnU9tnPnTsyZM6fU4qtrrVy5Evv37/c8Hj58eE1Gqyfc2LhmKU4d/wvzZ33N4isCALicTuTnZrP4ioiIiIiIiIioBGFhYdi0aVOpxVdr1qzBoEGDWHxFREREROQHDixfhGVvvQiHzebTFxsbiz/++APDhg0TIBkRVRULsKpg9+7dnuPExEThgtRCYeFRCAuP8mm3WMz4bc1SmIwGAVKRv7FaLcjNyYTd7vsNCBERERERERFRfdekSRPs2bMHffr0KbF/9uzZGDNmDMxm801ORkREROSf9FYHCi02FFps0FsdQseheurU9k2Y+8IUmIv0Pn1qtRqrV6/GU089JUAyIqoKFmBVgdvt9hxL/t4rmG6sZeuOGP/IfzDirgcgk8mFjkN+qkhfCG1+rtefMyIiIiIiIiIiKta9e3fs27cPLVq0KLF/6tSpmDx5MpxO501ORkREROS/lp1OxcKTKVh4MgXLTqcKHYfqsZQjf2L2fx6GPjfbp08ikeCbb77BtGnTWIdAVItIhQ5Qm7Vr185zfOXKlXKd07t3b3Tt2hXR0dFwOp3Iy8vD0aNHsWfPHphMppqK6hckEin6DboTHW7pDgAIj4jGwKFjsWH1YoGTkT9xuVzQFuTBbrMKHYWIiIiIiIiIyC9NmDABP/74I5RKpU+f3W7HY489hjlz5giQjIiIaoLVasXJkye9HhMRUe2Xc/E8fvzXA5jwyXeITmrm0//kk0+iSZMmuO+++1BUVCRAQiKqCBZgVVLDhg3Rv39/z+PNmzeX67ydO3eW2G40GjF79mxMnToVubm5lc4VFxdXZn9MTEyl566KEE0Y7hwzAdEx8V7tJpMBIpGIqxwRAMBmtUKnzYPL5RI6ChERERERERGR3xGLxfjwww/x8ssvl9iv0+kwduxYbNu27SYnIyKimpScnIy2bdsKHYOIiGpAYU4WZj35EO5551M069bLp3/o0KHYvXs3Ro0ahUuXLgmQkIjKiwVYlfTFF19AKi1++VJSUrBmzZoqzRcYGIinnnoKd911F8aOHYv9+/dXap60tLQq5agJSc1b444774VSqfK0WS0W/L5uGc6fPSFgMvInhiI9DEWFQscgIiIiIiIiIvJLwcHBWLhwIYYPH15i/+XLlzFs2DCcPn36JicjIiIiIqKqsBoNWPjKfzD06VfRdez9Pv3t2rXDn3/+iXvvvRdbtmwRICERlYdY6AC10UMPPYS7777b8/i1116DzWYrdbzFYsGSJUswceJEtGnTBkFBQZDJZIiOjsbw4cOxbNkyz4o/sbGxWLduHZo1811isLYRi8Xo0384Rt090av4KicrHQt++obFVwQAcLtc0ObnsviKiIiIiIiIiKgUzZo1w/79+0stvjpw4ABuu+02Fl8REREREdVSLqcT6758Hxu+/qjE3YLCwsKwceNGPPfccwKkI6Ly4ApYFdS5c2f88MMPnscLFy7EokWLyjwnLi4OBQUFPu05OTlYv3491q9f7ynEUqlUCA8Px3fffYdBgwZVOF98fHyZ/TExMTh48GCF560odVAIho8eh7iGjb3ajx3ej+2bVsPhcNR4BvJ/dpsN2oI8uFxOoaMQEREREREREfmlwYMHY/HixQgNDS2xf+HChZg8eTIsFstNTkZERERERNVt3y8LUJCRhrvf+gSKgACvPolEgi+++AKdOnXC448/zp8BiPwMC7AqIDExEWvWrIFKVbya09GjR/Gvf/3rhueVVHx1vXXr1uHpp5/GzJkzAQADBw7ELbfcgkOHDlUoY3p6eoXG14SGiUkYPno8AgLUnja7zYbNvy3H6ROHBUxG/sRkLIK+UCd0DCIiIiIiIiIivyQSifB///d/ePvttyEW+25k4HK58Prrr+Pjjz8WIB0RERFR7XRHkxhIxSIAgMPlxsaLmQInIvJ1bs8OzHriQYz74GuExvouwPLggw+iVatWGDt2LK5cuSJAQiIqCbcg/P/27js+imr///g7vRNK6IHQu9J7F1CKUhTECggqNuzi9aoUUbF7uaBXpYlIEQtFOlKVLr0GgdBDSe99fn/wzfyypG2STTYJr+fj8Xkwu3vmzGd2z84yJ2fOWKlKlSrasGGDqlatKkk6c+aM+vbtq+joaJttY/bs2Tp//rz5uF+/fjaruyg5O7tYDL4KDbmuhd/PYPAVJN285WBEWAiDrwAAAAAAALJRrlw5rVy5Uu+9916Wg6+ioqI0cOBABl8BwG2ibt26Onr0qBl169a1d0pAieVfxkM1fb1U09dL/mU87J0OkK1rZ07pu6cf1tl9u7J8vU2bNtq/f7/uvvvuIs4MQHYYgGWF8uXLa8OGDapXr54k6cqVK+rdu7euXr1q0+0YhqFNmzaZjxs3bmzT+otK0OmT2rNjsyTpxNEDWjh3ukJDrtk5KxQHKcnJCrlxVQkJ8fZOBQAAAAAAoFhq2bKl9u3bp/79+2f5+unTp9WhQwetWrWqiDMDANiLm5ubmjZtaoabm5u9UwIAFIG4yAjNf+0Z7VwyP8vX/fz8tGbNmmxnzQVQtPgW5sLHx0fr1q1Ts2bNJEk3btxQ7969de7cuULZXnDw/5/m0s/Pr1C2URS2b12v33+drzUrFis5Ocne6aAYiI+LVciNq0pNTbV3KgAAAAAAAMXS6NGjtWPHDtWuXTvL19evX6927drpxIkTRZwZAAAAAHtIS03V2umf6LcP3lZyYmKm1x0dHTVx4kStXbu2RI8vAEoDBmDlwNPTU6tXr1abNm0kSREREerbt2+hdnB4eXmZy7GxsYW2HVtp076batdrlOl5w0jTP4FH7ZARihvDMBQZHqbIiDB7pwIAAAAAAFAseXt764cfftDs2bPl7u6eZZkpU6aoX79+Cg8PL+LsAAAASo9fT17U4mPntfjYef168qK90wGsdmjtCs0dN0qR17K+S1efPn104MABderUqYgzA5COAVjZcHNz04oVK9SlSxdJNwdDDRgwQPv37y/U7bZs2dJcvnLlSqFuqyDc3D00cOgIdes1QP3uG64yvuXsnRKKodSUFIXeuKb4+OI/mBAAAAAAAMAeWrZsqf379+vxxx/P8vXw8HANGDBAEyZMUFpaWhFnBwAAULpEJCQrPCFJ4QlJikhItnc6QJ5cPnFU3zz5oE7v2ZHl6/7+/tq6daveeustbkkI2AHfuiw4Ozvr119/Va9evSRJCQkJGjRokHbsyPpAZisNGza0GJG6ZcuWQt1eflWqUl2PjX5R9Ro0lSS5e3iq/6CH7ZwVipuE+DiF3LiqlBT+8woAAAAAAJCVF198Ubt27VL9+vWzfP3AgQNq3bq1Vq9eXcSZAQAAACiO4iLC9eMbz2rz7K+yvEDD2dlZH374oTZs2KBq1arZIUPg9sUArFs4Ojpq4cKFGjBggCQpOTlZDz74oDZu3Jiv+jLeUjAnHh4e+v777+Xs7CxJunHjhtauXZuvbRamO1t10EMjnpNv2fLmc9FRkdq2aZUds0JxExUZrojwUBmGYe9UAAAAAAAAip0KFSpo+fLlmjZtmlxdXbMsM2fOHHXq1ElBQUFFnB0AAACA4sxIS9OW77/Rj68/o9iIrG9Rftddd+nw4cMaOHBgEWcH3L4YgHWL2bNna9iwYZKk1NRUPf744/r999/zXd+5c+c0efJkNWzYMNsynTp10s6dO9WhQwfzuXfffVexscXntm0uLq7qP+gh9e47xBwkJknnzp7Sj3Om6cql83bMDsVFamqqQm5cVVxsjL1TAQAAAAAAKJbuueeeHP8QEhMTo8cff1xjxoxRQkJCEWcHAAAAoKQ4s3envhkzTBeOHMzy9fQLP2bMmCF3d/eiTQ64DTnnXuT28eyzz2rUqFHm4zNnzqhLly7q0qWLVeuPGzcu03N+fn6aMGGCJkyYoMuXL+vw4cO6du2aEhISVL58ebVu3Vp169a1WGfGjBn69ttvC7QvtlShYmXdO+QxVfCrZD5nGGna+edG7d6+kVmOIElKTIhn1isAAAAAAIBseHp66pNPPtHzzz+fbZn9+/froYce0j///FOEmQEAAAAoqaKuX9PccU/oriefV+dHRsvRMfMcPM8//7x69uypESNGaN++fXbIErg9MAArg0qVKlk8btCggRo0aGD1+lkNwMqoevXqql69eravh4WFafz48Zo9e7bV2yxsjZu1Uu9+Q+Ti8v+nQo+Li9HqZYt14RwdQbgpOipCsTHR9k4DAAAAAACgWGrbtq3mz5+f4yz506ZN0/jx45WUlFSEmQEAANxeGvuVkaODgyQpzTB0IiTKzhkBBZeWmqI/vp2mM3/v0v3vfKgyfpUylWnSpIl27dql999/Xx988IFSUlLskClQujEAq5DVr19fHTt2VMeOHdW8eXNVrFhRfn5+8vb2VkxMjK5fv659+/bpjz/+0OLFixUfH2/vlE3tO9+lzt3vsXju8sUgrVq6UDEx/GcEUlpqqsLDQ5WclGjvVAAAAAAAAIodZ2dnvf3223rnnXfk7Jx1V2xoaKieeOIJ/f7770WcHQAAwO2nk7+fXJ2cJElJqakMwEKpErRvt/436gENfmuKGnbukel1Z2dnTZo0Sffee69GjBihEydOFH2SQCnGAKwMJk+erMmTJ9u0ztOnT+v06dOaP3++TestCqcDj6ldx55ycb05+9Xfu7bqry1rlZaWZufMUBwkJSYqIjyE9gAAAAAAAJCFFi1aaO7cuWrRokW2ZdavX68nnnhCV65cKbrEAAAAAJRacZERWvivcWp3/8O6+7nX5OLmlqlMmzZttH//fr399tv6z3/+w997ARthABayFRpyTX+s/U097x6kdb8v0Zl/jts7JRQTMdGRionmigAAAAAAAIBbubm56d1339Wbb76Z7axX8fHxeuONN/T111/LMIwizhAAUNLcuHFDkyZNsngMAEBO9vy2SOcO7NWQdz5QtQZNMr3u7u6uzz//XMOGDdOTTz6pY8eO2SFLoHRhABYkSY6OjlmObD1x9ICCzgQqIT7ODlmhuElLS1NEWIiSuOUgAAAAAABAJu3bt9ecOXPUpEnmP3Ck27t3rx5//HEFBgYWYWYAgJLsxo0bNr+DC3C7+vtKmBwdHSRJaWkMhEfpdj3otGaNfVTdRo5V18eelFMWF4h06NBB+/fv19SpU/Xhhx8qKSnJDpkCpYOjvROA/fmUKasHH3tGbdp3y/J1Bl9BkpKSEhVy/SqDrwAAAAAAAG7h7e2tL7/8Ujt27Mh28FVKSoree+89derUicFXAAAAdnLoeoQOXA3XgavhOnQ9wt7pAIUuNSVFm2d/pdnPPa4b54OyLOPq6qqJEydq//79at++fRFnCJQezIB1m6tVp6H6DRwuD08vVanmr+ArF3T54jl7p4ViJjYmWtFREfZOAwAAAAAAoNi5//77NW3aNPn7+2db5tChQxo9erT2799fhJnlrOrIB+VWvarFc4mXgxU8b4lVrwNFgXZYetn7sy1Jx0B752Lr7dt7f4prLiXdvk5dFFmunMVzvuHhar3jLztlBOBWl08c1Tejh6n32JfU8cHHsyzTtGlT7dixQ19//bXeeecdRUZGFnGWQMnGAKzbWOsO3dWgcSvzsaOjk9p37qXfFs+2Y1YoToy0NEVEhCkxId7eqQAAAAAAABQrtWrV0owZMzRgwIBsyyQlJen999/XRx99pOTk5CLMLndu1avKs26tfL8OFAXaYell78+2JB0D7Z2Lrbdv7/3JqDjlUtJFliunsEqV7J0GgFykJCVq7fRPdHzLBg18c7IqBtTOVMbR0VEvvPCChg4dqtdee00LFy60Q6ZAycQtCG9jrdp0tnh8/Mg+rfj1Bztlg+ImJTlZITeuMvgKAAAAAAAgAxcXF7355ps6duxYjoOv9u7dq9atW2vKlCnFbvAVAKBkcXVyUt2y5c1wdWZ+BQBA/l04ckDfjB6qrfO+U2pK1ucqVapU0YIFC7Rp0yY1bty4iDMESiYGYEEpKclav+oXrf19iVLoDIKkuNgYhdy4qtTUVHunAgAAAAAAUGz0799fR48e1UcffSRPT88sy8TFxWn8+PHq2LGjjh49WsQZAgBKoxo+vlpx/wgzAsr72TslAEAJl5KUpE2zpuvbJx/S5ZPHsi3Xs2dPHTp0SB999JG8vb2LMEOg5GEA1m0uIixEi77/SkcP7bV3KigGDMNQRHiooiLD7Z0KAAAAAABAsdGgQQOtWrVKq1atUoMGDbItt3LlSjVp0kSffvopF7YBAAAUQ14uTvJycf6/cLJ3OoDdXTtzSrOeeVTrZnyqxLi4LMukzwL8zz//aPTo0XJ0ZJgJkBW+GbexoDMn9ePc6bpxPdjeqaAYSEm5ecvBhPisf1gBAAAAAABuNz4+Pvrkk0905MgR9e/fP9tyly5d0v3336/77rtP58+fL8IMAQAAkBcPNQ3QiDtra8SdtfVQ0wB7pwMUC2mpqdrx0w+a8fhAHduyPttyVapU0ezZs/X333+rR48eRZcgUEIwAOs29sea35SUmGDvNFAMxMfFKvTGNaWmpNg7FQAAAAAAALtzcXHRCy+8oNOnT+uNN96Qq6trluVSU1P1xRdfqHHjxlq6dGkRZwkAAAAAthN1/ZqWvPua5r/2jEIvXci2XMuWLbV582YtXbpU9erVK8IMgeKNAVjAbS4yIkyREWEyDMPeqQAAAAAAANiVg4ODHnzwQR0/flzTp09XpUqVsi27ZcsWtWrVSq+99ppiYmKKMEsAAAAAKDyn92zX1yOHaPPsr5ScmJhtucGDB+vYsWP67LPPVLZs2aJLECimGIAF3KZSU1MVcuOq4uNi7Z0KAAAAAACA3fXo0UO7d+/WTz/9lONV3OfPn9ewYcPUs2dPHT58uAgzBAAAQEFdj03U1Zh4XY2J1/XY7AeWALe7lKQkbfn+G814bKCOblybbTlXV1e99tprCgoK0r///W95eXkVYZZA8cIALOA2lBAfr5DrwUpJTrZ3KgAAAAAAAHZ1xx13aPXq1dq8ebPatm2bbbn4+HhNnDhRjRs31i+//FKEGQIAAMBWfv/nspYGXtLSwEv6/Z/L9k4HKPYirl7Rz5Pe0OznRujyiaPZlitbtqw++OADnT17Vi+++KLc3NyKMEugeGAAFnCbiYqMUER4CLccBAAAAAAAt7WmTZvqp59+0uHDh9WvX79sy6WlpWn+/Plq1KiR3nvvPcXHxxdhlgAAAABgfxeOHNDMsY/o1/ffUuT1a9mWq1SpkqZNm6ZTp05p9OjRcnJyKsIsAftiABZwm0hLTVXojWuKi422dyoAAAAAAAB206xZMy1ZskRHjx7Vgw8+mGPZdevWqVWrVhoxYoQuXLhQRBkCAAAAQPFjGIYOr1up6Y/ep82zv1JSfFy2ZWvWrKnZs2fr+PHjevjhh+XoyNAUlH60cuA2kJiYoBvXg5WcnGTvVAAAAAAAAOwifeDVkSNHNGzYsBzL7t+/X71791bfvn116NChIsoQAAAAAIq/5IR4bfn+G/33kfu0d9kSpaYkZ1u2QYMGWrhwoU6ePKnRo0fLxcWlCDMFihYDsIBSLjoqUuGhN7jlIAAAAAAAuC21bNlSP//8s1UDr4KCgvTII4+oTZs22rhxYxFlCAAAAAAlT3TIda38fIpmPDZIh9avVFpaWrZl69evr9mzZ+vMmTMaN26cPDw8ijBToGgwAAsopdLS0hQWcl2xMVH2TgUAAAAAAKDI3X333dqwYYP279+voUOH5lj2ypUrevHFF9WoUSMtWrSIC9kAAAAAwEphly/qtylv6X+jHtCJbTlfyFKjRg3997//VVBQkN588035+PgUUZZA4XO2dwIAbC8pKVERYaFKS0u1dyoAAAAAAABFxtnZWcOHD9cbb7yh5s2b51r+ypUrmjp1qmbNmqWEhIQiyBAAgLy7GB2pgb/9YD4+HxZix2yAkm1wA385OzlIklJSDS07dcnOGQGlx/Wg01r89suq3uQO9XpynOq27Zht2cqVK+ujjz7Sv/71L3333XeaPn26Ll3i+4iSjRmwgFImJjpKYSHXGXwFAAAAAABuG97e3nr55Zd15swZ/fjjj7kOvrpy5YrGjRunOnXqaMaMGQy+AgAUa0mpqToTEWZGUkqKvVMCSqwKnq6q6Omuip7uquDpau90gFLp8vEj+uHVpzX7+ZH6Z/dfOZYtW7asxo8fr6CgIC1atEjt2rUroiwB22MAFlBKGGlpCg8LUUx0pL1TAQAAAAAAKBINGzbUtGnTdPnyZX355ZeqWbNmjuUvX76sF154wRx4lZiYWESZAgAAAMDt5cLh/frx9Wf17ZPDc701obOzsx566CHt3r1b27dv19ChQ+X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", 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" ] }, "metadata": { "image/png": { "height": 480, "width": 1200 } }, "output_type": "display_data" } ], "source": [ "#| echo: false\n", "#| fig-cap: Left: twelve spring outlooks for East Grand Forks against the crest that followed, 1980–1997, with the band of the outlook's typical miss; 1997 sits well outside it. Right: the 1997 crest the record allowed, centred on the 49-foot outlook with its typical miss of 4.5 feet; the teal ticks are 49 feet plus each of the eleven earlier misses, and the shaded tail above the dikes is a quarter of the whole.\n", "import matplotlib.pyplot as plt\n", "TEAL, ORANGE, GREY, ROSE = \"#2a9d8f\", \"#f4a261\", \"#8a94a6\", \"#e76f51\"\n", "plt.style.use(\"dark_background\"); plt.rcParams[\"font.size\"] = 12\n", "\n", "def tidy(ax):\n", " ax.spines[\"top\"].set_visible(False); ax.spines[\"right\"].set_visible(False)\n", "\n", "fig, (a, b) = plt.subplots(1, 2, figsize=(12.4, 5.0), gridspec_kw={\"width_ratios\": [1, 1.15]})\n", "x = np.linspace(22, 58, 10)\n", "a.fill_between(x, x - s, x + s, color=GREY, alpha=0.18, lw=0, label=f\"outlook ± its typical miss ({s:.1f} ft)\")\n", "a.plot(x, x, color=GREY, lw=1.2, ls=\"--\", label=\"crest = outlook\")\n", "for y, (o, c) in record.items():\n", " col = ROSE if y == 1997 else TEAL\n", " a.plot(o, c, \"o\", color=col, ms=8 if y == 1997 else 6.5, mec=\"black\")\n", " if y in (1997, 1989, 1985, 1994):\n", " a.annotate(str(y), (o, c), textcoords=\"offset points\", xytext=(8, -4) if y != 1997 else (-38, 4), color=col, fontsize=10.5)\n", "a.set_xlim(24, 56); a.set_ylim(22, 58); a.set_xlabel(\"spring outlook crest (ft)\"); a.set_ylabel(\"crest that came (ft)\")\n", "a.legend(frameon=False, loc=\"upper left\", fontsize=10.5); tidy(a)\n", "h = np.linspace(36, 64, 600)\n", "dens = np.exp(-0.5 * ((h - forecast) / s) ** 2) / (s * sqrt(2 * pi))\n", "b.plot(h, dens, color=\"white\", lw=1.8)\n", "b.fill_between(h, 0, dens, where=h >= dikes, color=ROSE, alpha=0.55, lw=0)\n", "for e in miss:\n", " b.plot([forecast + e, forecast + e], [0, 0.006], color=TEAL, lw=2)\n", "b.axvline(forecast, color=\"white\", lw=1.2, ls=\"--\"); b.axvline(dikes, color=ORANGE, lw=1.6); b.axvline(crest, color=ROSE, lw=1.4, ls=\":\")\n", "b.text(forecast - 0.4, 0.093, \"the outlook\\n49 ft\", color=\"white\", ha=\"right\", fontsize=10.5)\n", "b.text(dikes + 0.4, 0.093, \"the dikes\\n52 ft\", color=ORANGE, ha=\"left\", fontsize=10.5)\n", "b.text(crest + 0.4, 0.060, \"the crest\\n54.35 ft\", color=ROSE, ha=\"left\", fontsize=10.5)\n", "b.text(56.6, 0.026, f\"{100 * p_over(s):.0f}%\\nabove the dikes\", color=ROSE, ha=\"left\", fontsize=12, fontweight=\"bold\")\n", "b.text(36.6, 0.017, \"49 ft plus each miss,\\n1980–1996\", color=TEAL, fontsize=10)\n", "b.set_xlim(36, 64); b.set_ylim(0, 0.105); b.set_xlabel(\"1997 crest at East Grand Forks (ft)\"); b.set_ylabel(\"probability density\")\n", "tidy(b)\n", "plt.tight_layout(); plt.show()" ] }, { "cell_type": "markdown", "id": "438e0507", "metadata": {}, "source": [ "## The Gap Is Curvature Times Variance\n", "\n", "Expand any smooth $f$ around the mean, and Jensen's gap is the curvature times the variance:\n", "\n", "$$\\mathbb{E}\\big[f(X)\\big] - f\\big(\\mathbb{E}[X]\\big) \\;\\approx\\; \\tfrac12\\, f''\\big(\\mathbb{E}[X]\\big)\\,\\mathrm{Var}(X)$$\n", "\n", "The curvature belongs to the city: where its dikes stand. The variance belongs to the forecast. A single number has a variance of zero, and so a gap of zero. Same median, same dikes, and only the typical miss changing:" ] }, { "cell_type": "code", "execution_count": 7, "id": "5d71aba6", "metadata": { "execution": { "iopub.execute_input": "2026-10-01T04:02:56.342722Z", "iopub.status.busy": "2026-10-01T04:02:56.342581Z", "iopub.status.idle": "2026-10-01T04:02:56.344628Z", "shell.execute_reply": "2026-10-01T04:02:56.344308Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "typical miss tops the dikes expected depth\n", " 0.50 ft 0.00% 0.0000 ft\n", " 1.00 ft 0.13% 0.0004 ft\n", " 2.00 ft 6.68% 0.0586 ft\n", " 3.00 ft 15.87% 0.2499 ft\n", " 4.48 ft 25.16% 0.6742 ft\n" ] } ], "source": [ "#| label: The Variance Is the Whole Gap\n", "print(\"typical miss tops the dikes expected depth\")\n", "for sigma in (0.5, 1.0, 2.0, 3.0, s):\n", " p, depth = p_over(sigma), expected_damage(sigma)\n", " print(f\"{sigma:8.2f} ft {p:14.2%} {depth:11.4f} ft\")" ] }, { "cell_type": "code", "execution_count": 8, "id": "c0b95771", "metadata": { "execution": { "iopub.execute_input": "2026-10-01T04:02:56.345607Z", "iopub.status.busy": "2026-10-01T04:02:56.345531Z", "iopub.status.idle": "2026-10-01T04:02:56.466928Z", "shell.execute_reply": "2026-10-01T04:02:56.466512Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 480, "width": 1022 } }, "output_type": "display_data" } ], "source": [ "#| echo: false\n", "#| fig-cap: The chance that the 1997 crest tops dikes of each height, given the 49-foot outlook and a typical miss of 1 foot (grey), 2 feet (amber) and the record's 4.5 feet (rose), with the eleven real misses replayed as they were (teal, dashed). At the 52-foot dikes the answers run from almost nothing to one in four. Dikes with a one-in-ten chance of being topped stand at 54.7 feet, above the crest of 54.35.\n", "fig, a = plt.subplots(figsize=(10.4, 5.0))\n", "d = np.linspace(46, 62, 400)\n", "for sig, col, lab in ((1.0, GREY, \"false precision: a miss of about 1 ft\"), (2.0, ORANGE, \"a miss of about 2 ft\"),\n", " (s, ROSE, f\"the forecaster's own record: {s:.1f} ft\")):\n", " a.plot(d, [100 * p_over(sig, x) for x in d], color=col, lw=2.2 if sig == s else 1.6, label=lab)\n", "a.plot(d, [100 * (replayed > x).mean() for x in d], color=TEAL, lw=1.6, ls=\"--\", label=\"the eleven real misses, replayed\")\n", "one_in_ten = forecast + 1.2815515655446004 * s\n", "a.axvline(dikes, color=\"white\", lw=1, ls=\":\"); a.text(dikes + 0.15, 92, \"the dikes, 52 ft\", color=\"white\", fontsize=10.5)\n", "a.axvline(crest, color=ROSE, lw=1, ls=\":\"); a.text(crest + 0.15, 80, \"the crest, 54.35 ft\", color=ROSE, fontsize=10.5)\n", "a.axhline(10, color=GREY, lw=0.8); a.plot(one_in_ten, 10, \"o\", color=ROSE, ms=8, mec=\"black\")\n", "a.annotate(f\"one-in-ten dikes: {one_in_ten:.1f} ft\", (one_in_ten, 10), textcoords=\"offset points\", xytext=(14, 14), color=ROSE, fontsize=10.5)\n", "a.set_xlim(46, 62); a.set_ylim(0, 100); a.set_xlabel(\"height of the dikes (ft)\"); a.set_ylabel(\"chance the 1997 crest tops them (%)\")\n", "a.legend(frameon=False, loc=\"upper right\", fontsize=10.5, bbox_to_anchor=(1.0, 0.72)); tidy(a)\n", "plt.tight_layout(); plt.show()" ] }, { "cell_type": "markdown", "id": "a0f76f37", "metadata": {}, "source": [ "## The Dikes the Record Asked For\n", "\n", "Choose the risk first, and the record gives the height:" ] }, { "cell_type": "code", "execution_count": 9, "id": "a01fefd4", "metadata": { "execution": { "iopub.execute_input": "2026-10-01T04:02:56.468266Z", "iopub.status.busy": "2026-10-01T04:02:56.468180Z", "iopub.status.idle": "2026-10-01T04:02:56.470177Z", "shell.execute_reply": "2026-10-01T04:02:56.469922Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "dikes for a one in ten chance of being topped: 54.7 ft\n", "dikes for a one in twenty chance of being topped: 56.4 ft\n", "the crest, 54.35 ft, was 1.19 typical misses above the outlook\n" ] } ], "source": [ "#| label: Dikes for a Chosen Risk\n", "# the normal's 90% and 95% points\n", "for odds, z in ((\"one in ten\", 1.2815515655446004),\n", " (\"one in twenty\", 1.6448536269514722)):\n", " print(f\"dikes for a {odds} chance of being topped: {forecast + z * s:.1f} ft\")\n", "above = (crest - forecast) / s\n", "print(f\"the crest, {crest} ft, was {above:.2f} typical misses above the outlook\")" ] }, { "cell_type": "markdown", "id": "006bfe3b", "metadata": {}, "source": [ "The 49 feet was not a bad forecast. It was a median, and it said so. Put a median into a convex loss and the answer is zero; average the loss over the forecaster's own record and it is a one-in-four chance of water over the dikes. The Weather Service now gives its Red River outlooks as chances of exceeding each level, not as one number to build to.\n", "\n", "## Sources\n", "\n", "1. National Weather Service, *Red River of the North 1997 Floods: Service Assessment and Hydraulic Analysis*, U.S. Department of Commerce, National Oceanic and Atmospheric Administration (August 1998), Table 3.\n", "2. J. L. W. V. Jensen, \"Sur les fonctions convexes et les inégalités entre les valeurs moyennes\", *Acta Mathematica* 30 (1906) 175–193." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.13.9" } }, "nbformat": 4, "nbformat_minor": 5 }