{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Annular Spectra of Extended Sources" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This section aims to run through the basics of how to generate, and interact with, annular spectra of extended sources in XGA. This will include running XSPEC fits on the annuli, as you would for a galaxy cluster were you would like to measure a projected temperature profile, and an apec normalisation profile (which was used in [gas density profiles tutorial](../advanced_tutorials/cluster_gas.html).\n", "\n", "I'll also demonstrate how to use the visualisation abilities which are built in the AnnularSpectra class, how to access results from XSPEC fits for each annulus individually, and how to retrieve annular spectra from where they have been stored in a source object." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from xga.samples import ClusterSample\n", "from xga.sas import spectrum_set\n", "from xga.xspec import single_temp_apec_profile\n", "\n", "from astropy.units import Quantity\n", "import numpy as np\n", "import pandas as pd" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Yet again we will be using these four clusters from the SDSSRM-XCS sample, the same clusters that were used for the [gas density profiles tutorial](../advanced_tutorials/cluster_gas.html) and the [spectroscopy tutorial](../tutorials/spectroscopy.html). There was no particular rationale behind selecting these particular clusters for this demonstration, other than that the observations of them of are a high enough quality that there shouldn't be any problem generating and fitting the spectra." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Declaring BaseSource Sample: 100%|██████████| 4/4 [00:01<00:00, 2.08it/s]\n", "Generating products of type(s) ccf: 100%|██████████| 4/4 [00:30<00:00, 7.53s/it]\n", "Generating products of type(s) image: 100%|██████████| 4/4 [00:02<00:00, 1.82it/s]\n", "Generating products of type(s) expmap: 100%|██████████| 4/4 [00:01<00:00, 2.40it/s]\n", "Setting up Galaxy Clusters: 100%|██████████| 4/4 [00:04<00:00, 1.25s/it]\n" ] } ], "source": [ "# Setting up the column names and numpy array that go into the Pandas dataframe\n", "column_names = ['name', 'ra', 'dec', 'z', 'r500', 'r200', 'richness', 'richness_err']\n", "cluster_data = np.array([['XCSSDSS-124', 0.80057775, -6.0918182, 0.251, 1220.11, 1777.06, 109.55, 4.49],\n", " ['XCSSDSS-2789', 0.95553986, 2.068019, 0.11, 1039.14, 1519.79, 38.90, 2.83],\n", " ['XCSSDSS-290', 2.7226392, 29.161021, 0.338, 935.58, 1359.37, 105.10, 5.99],\n", " ['XCSSDSS-134', 4.9083898, 3.6098177, 0.273, 1157.04, 1684.15, 108.60, 4.79]])\n", "\n", "# Possibly I'm overcomplicating this by making it into a dataframe, but it is an excellent data structure,\n", "# and one that is very commonly used in my own analyses.\n", "sample_df = pd.DataFrame(data=cluster_data, columns=column_names)\n", "sample_df[['ra', 'dec', 'z', 'r500', 'r200', 'richness', 'richness_err']] = \\\n", " sample_df[['ra', 'dec', 'z', 'r500', 'r200', 'richness', 'richness_err']].astype(float)\n", "\n", "# Defining the sample of four XCS-SDSS galaxy clusters\n", "demo_smp = ClusterSample(sample_df[\"ra\"].values, sample_df[\"dec\"].values, sample_df[\"z\"].values, \n", " sample_df[\"name\"].values, r200=Quantity(sample_df[\"r200\"].values, \"kpc\"),\n", " r500=Quantity(sample_df[\"r500\"].values, 'kpc'), richness=sample_df['richness'].values, \n", " richness_err=sample_df['richness_err'].values)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Manually generating sets of annular spectra" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There are several functions in XGA designed for generating particular types of profile from a set of annular spectra, and in most cases they will have algorithms designed to automatically decide where they're going to place annuli. However, it is entirely possible that users will want to decide for themselves where exactly the annuli should be placed, and as such I will initially demonstrate how to manually generate annular spectra for our sample." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `spectrum_set()` function is where XGA generated sets of annular spectra by setting up the annular regions (including the removal of interloper sources), running all the SAS commands, and then combining the resulting files into a single `AnnularSpectra` [instance](../../xga.products.html#xga.products.spec.AnnularSpectra). The full documentation for the function can be found [here](../../xga.sas.html#xga.sas.spec.spectrum_set), but it is quite simple to use, with the most important argument being `radii`, where you specify what annuli should be generated.\n", "\n", "When deciding where the annuli should be placed, please bear in mind that the `radii` argument expects information on the **boundaries** of the annuli, so should start at zero if you wish the innermost annulus to be a circle. Here we set up four sets of annuli, one for each cluster:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[,\n", " ,\n", " ,\n", " ]" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ann_rads = [np.linspace(0, 1, 5)*demo_smp[0].r500, np.linspace(0, 1.2, 6)*demo_smp[1].r500, \n", " Quantity([0, 100, 200, 300, 1200], 'kpc'), np.linspace(0, 1, 6)*demo_smp[3].r500]\n", "ann_rads" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "These radii were chosen essentially randomly, and have no physical meaning or importance, we merely wish to demonstrate the different ways you might want to define sets of annular boundary radii. Now that we've set those up, all we need to do is pass them into the `spectrum_set()` function, and they will be generated. This function will always generate a spectrum between the first and last entries for each set of radii as well, as it is often convenient to normalise values measured from these spectra by a global value. \n", "\n", "The background spectrum defined for the set of annular spectra is generated between `back_inn_rad_factor`\\*outermost-radius and `back_out_rad_factor`\\*outermost radius - those factors were set when you initially defined the source or sample:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Generating products of type(s) spectrum: 100%|██████████| 12/12 [55:25<00:00, 277.13s/it] \n", "Generating products of type(s) annular spectrum set components: 100%|██████████| 54/54 [28:05<00:00, 31.22s/it] \n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "spectrum_set(demo_smp, radii=ann_rads)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## XSPEC fit to annular spectra" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we want to fit plasma emission models to the set of spectra (there will be multiple spectra per annulus if there are multiple observations of the source), just as we fit a model to the global spectra we produced in the [spectroscopy tutorial](../tutorials/spectroscopy.html). Again we'll be making use of the XGA XSPEC interface, and the fitting process works in exactly the same way for the constant\\*tbabs\\*apec model that describes absorbed plasma emission from a cluster. In this case however, we use the `single_temp_apec_profile()` function (look [here](../../xga.xspec.html#xga.xspec.fit.profile.single_temp_apec_profile) for documentation)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To run a default fit with this model to our set of clusters, we just need to pass the same list of annular boundaries into the fitting function (currently the only model that can be used to fit these profiles):" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Running XSPEC Fits: 100%|██████████| 18/18 [00:33<00:00, 1.87s/it]\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "single_temp_apec_profile(demo_smp, radii=ann_rads)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If we hadn't already generated these spectra, this function would actually have run the `spectrum_set()` function for us, then fit them as we requested, but I wished to demonstrate the use of the annular spectra generation function." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Fetching annular spectra from a source" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As is the case for most XGA products, there is a specific method to retrieve annular spectra from a source object, in this case the `get_annular_spectra` method (you can find the full documentation [here](../../xga.sources.html#xga.sources.base.BaseSource.get_annular_spectra)). Since we know a priori the radii we used to generate the annular spectra, all we need to do here is to pass those radii and the correct set of annular spectra will be fetched:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cur_ann_spec = demo_smp[0].get_annular_spectra(radii=ann_rads[0])\n", "cur_ann_spec" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Please note that each set of annular spectra is issued a unique 'set id' when it is generated, and if you already knew that identifying number you could pass it to the `get_annular_spectra()` method through the `set_id` argument and retrieve the correct set of annular spectra." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Visualising annular spectra" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now that we've generated, fitted, and retrieved these annular spectra, we might want to visualise the data somehow. Several methods to do just that have been implemented in the `AnnularSpectra` class. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### An individual annulus with `view_annulus()`" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The first is akin to the `view()` method which is present in the `Spectrum` class, although in this case all spectra for a single annulus are shown. You need to pass the annulus ID (for instance the innermost annulus would be 0, the next 1, etc.), and the model that was fitted (in this case constant\\*tbabs\\*apec):" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Just choosing the first annulus for not particular reason\n", "cur_ann_spec.view_annulus(0, 'constant*tbabs*apec')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### A set of annuli for a particular ObsID-Instrument with `view_annuli()`" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The next method lets you see a whole set of annular spectra, for a single ObsID-Instrument combination. The `view_annuli()` method requires a little more information, as you have to pass an ObsID and instrument as well as the model that was fitted. This visualisation is in 3D, so you can also set the `elevation_angle` and `azimuthal_angle` to change perspective. I also use the `instruments` property that each source object has to remind myself which ObsIDs and instruments are associated with this source:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'0652010401': ['pn', 'mos1', 'mos2']}" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "demo_smp[0].instruments" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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jI6HT6aBUKnscl06nQ1RUFB8IJCYmoqamht/Wzp078eWXX+Lw4cMDOpbBaGtrw3fffYevv/4aS5YswcmTJwEA5eXl2L9/PwwGA7KysvDQQw8hKCio2/OnTZsGkUgEiUSCQ4cOYfny5bj77ruxaNEi/O1vf8Ojjz7qEiwCwOLFi7F+/XpMnToVK1eu5G/fvHkzIiMjcfjwYZjNZlx99dX41a9+hdLSUpw5cwYnTpxAfX09xowZgyVLlvR4PBqNBrt27UJzczO2bduGu+66i88sFhcX46233sKhQ4fAGMOkSZMwdepUOBwObN++HaWlpbDZbCgsLMSECRMAAPfffz82bdoEjUaDQ4cO4eGHH8aXX3456PPcGwqwCCGE+D1ng4rBdv3zxDgCPZhgjPEXjM5ug6GhoS7fJhPiTT192eB8n9psNjQ3N+OHH37A4cOHMXfuXJw/fx5xcXG4dOkSFAoFiouLMWvWLJSVlUEmk/HPmz9/Ph599FGkp6f3u5/Bjuvxxx/HunXrunXpHOw+ejN//nwAwLXXXgu9Xo+WlhYAwMyZMyGRSCCRSMBxHOrr65GYmNjt+fv373cJHL///nt8+OGHAICFCxfyc9mcWltb0dLSgqlTp/KPcQZAn332GY4fP87Pr2ptbUVlZSW+/vprzJ8/HyKRCPHx8bj++uv7PKbZs2dj+/btOHToEJ8FA4BvvvkGt956K8LCwvjHHTx4EA6HA7feeiukUikA4OabbwYAGI1GfPfdd7j99tv5bZjN5j73PVj0aUgIIcQvuavr32jT1tYGrVaLhoYGyGQypKSkDLiV+oMPPoj4+Hj88Y9/HNYYnOfeWTZoMBio2yAB0HemyVMSExPx008/8T9XV1cjPj6ev2/27NkQCAS48sorIRQK0djYCJVKxZcNTpgwARkZGaioqMAVV1wB4HKGQ6PR4PHHH++2n8TERNhsNrS2tkIul/c6LqVSiZaWFthsNojFYpdxHTlyBPPmzQMANDY24pNPPoFYLO7zWHqzePFilJaWIj4+Hp988gmA7kGZ82fnMQOX37/O+amD1XX7fX35xBjD+vXrXeaaAcAnn3wyqM/xefPmobCwEIsWLXL5nOkrm9/T9h0OB6KionD06NEB73uw6FOQEOIVRqMRqampeP/99/nbDAYDkpOT+W+1KioqcPvtt0OpVCIyMhL5+fl46aWX+En1mzdvRnZ2NiIiIhATE4OZM2fyXYWqq6tx22238c8dO3Ys3n77bQCXuxkJBAKEh4cjPDwcMTExuOmmm/D555+7jPGbb77B5MmTERkZCblcjquvvpov3bBYLPjd736HxMREhIeHIy0tDU888USvx3vy5ElMnz4dSqWy2we82WzGvffei5SUFERERGD8+PH8N31dPfvssxAIBNi3b98gznZ3L7/8MmJjYxEZGYklS5Z0+7Zu+/btyMnJQVhYGDIyMnDw4EEA3c9deHg4/vSnP/HPe+GFF5CXl4eIiAikpaXhhRdecNluVVUVpk2bBqlUiuzsbJfjqKurw80334z4+HgIBAJUVVW5dP3T6/W45557oFAokJqaildffbXHBhXvvvsuQkJC8Le//c1l36+++ipSUlLAcRzuv/9+l2PeuHEjJk+eDJlMhqVLlw74PLozg7V06VKEhYWhtra2z8c5HA40NTWhvLwc3333Hc6cOYOgoCCMGTMGIpEIxcXF0Ol0bhnTYP3www+YPn06UlNTkZCQgMmTJ+Pbb7/1aPliamrqsN8PZHSZOHEiKisrceHCBVgsFmzfvp3PVsyaNYsv/aqoqIDFYoFSqURDQwP/t+X8+fOorKzkM1VPP/00WltbXebyAJczIFu2bAEAfPDBB7j++uv7/DwQCASYNm0a/zduy5YtuOWWWwBcLk+sqqpCVVUV5syZg9deew2zZs3q81h689Zbb+Ho0aN8cAWAn6/0zTffIDIyEpGRkQM7mb2YPHkytm/fDgDYunUrrrnmGpf7o6KiEBkZiW+++YZ/jNP06dOxceNGWK1WAJd/D21tbbj22muxfft22O121NXVYf/+/X2OITk5Gc8//zwefvhhl9uvvfZafPTRR2hvb0dbWxt27tyJKVOm4Nprr8XOnTvR0dEBg8GA3bt3AwBkMhnS0tKwY8cOAJc/148dOzaMs9MdBViEEK8IDw/HG2+8gcceewwNDQ0AgCeffBJXXHEF5syZg3PnzmHSpElISkrCiRMn0Nraih07duDIkSMwGAw4cOAAnnrqKWzbtg0GgwGnT5/G3Llz+e0vXLgQSUlJuHjxInQ6Hd555x3ExMS4jKGlpQVGoxHHjh3Df/3Xf+HWW2/lgzC9Xo+bbroJjzzyCJqamlBTU4NnnnmG/7bvz3/+M44cOYIff/wRBoMB+/fvx/jx43s93qCgIMydO9elY5STzWZDUlISDhw4gNbWVvzpT3/C3LlzXVr+Apcn4X7wwQeIi4sbyinn7d27F2vXrsUXX3yBqqoqnD9/Hs888wx//+eff46ioiK89dZbMBgM+Prrr/kLDSfnuTMajfjDH/7A384YwzvvvIPm5mZ8+umn2LBhA/9HGLhcpjJ+/HjodDo8//zzmDNnDv/7FwqFmD59Ov9HrmvXv+eeew7nzp1DRUUF9u7di5dffhmfffaZy7iam5vxwgsvYMyYMS63f/7553jxxRexZ88enDlzBhcuXHAJDOPi4rBq1Sp+wrq3tbW14aOPPkJkZKTL+XKyWq2oq6vDsWPH8N1336Gurg5yuRyTJk1CYWEhEhMTERISguTkZIwbNw4///wzTpw4gY6ODo+M11me2Zler8fcuXPxwAMP4OLFizhz5gyKiorAGIPRaBzyN+PD5av9Et8Ri8XYsGEDpk+fjpycHMydOxe5ubkAgCVLluD8+fPIy8vDvHnzsGXLFggEAnz99dfIz8/HuHHjMGfOHGzatAlyuRzV1dV4/vnncerUKRQWFqKgoABvvvkmAODee++FTqeDWq3GSy+95NJCfcqUKbj99tvxxRdfIDExEXv37gUArFu3Di+99BLUajV0Oh3uvffeIR/Lzp07kZiYiO+//x4zZ87slhHqLDo6GpMnT8aDDz7Y49+hwXr11Vfx1ltvIT8/H++++y7+8pe/dHvMW2+9hWXLluGqq65CaGgof/vSpUsxZswYFBYWIi8vDw888ABsNhtuvfVWaDQajB07Fg899BBfXtiXBx54ABkZGS63FRYW4p577sGVV16JSZMmYenSpRg/fjwKCwtxxx13oKCgALfddpvLHLutW7di8+bNGDduHHJzc/lGIm7jLMHo5R8hhLjVokWL2Lx589j+/fuZXC5ntbW1jDHGFixYwH7961/3+rwXXniB3XLLLb3eHxYWxkpLS3u878KFCwwAs1qt3bbJcRyz2+3s8OHDLDIystftz5w5k7388st9HVqPKisr2eWP2r6NHTuWffDBBy63zZgxg3388ccsJSWFff7554Pet9P8+fPZ73//e/7nffv2sZiYGP7nq666ir355ps9Pre3c9ebRx55hC1fvpwxxtiZM2dYcHAw0+v1/P3XXHMNe+2115jdbmcWi4V1dHQwvV7PALDy8nLW0dHBTCYTM5lMLD4+nu3evZv/edWqVez222/nfzaZTGzp0qXsL3/5C5syZQp77bXX+Nvnzp3LVq5cyf/8ySefsJiYGJfnmkwmVlRUxO66665ut3f9l5yczP77v/+baTQaFhERwRYuXMhaWlqYyWRie/fuZQkJCWzt2rVMpVKx2NhY9vrrr/e5vTfffJMlJCSwF198kY0ZM4aZTCbW1NTEysvL2eLFi9nUqVPZb37zGxYWFsZycnLYt99+6zKWP//5zyw3N5fJZDI2e/ZsptVqWVVVFVu5ciUbP348a2lpYXq9nj+3paWlTK/XszvvvJOtWLGC6fV6dvHiRTZ9+nSmUChYVFQUmz59Ojt9+jT/vGuuuYatWLGCTZo0iYWEhPDb2LdvH9Pr9eyrr75ikZGR/OOd/1pbW1lzczPbsGED+8UvfsGWLVvGZDIZy8rKYvv27eNfCy0tLWzJkiUsNjaWxcfHs9WrVzObzcbf/8Ybb7Ds7GwWHh7OcnJyWHFxMbvrrruYQCBgISEhLCwsjK1bt45/jb755pssKSmJTZkyhTHG2Jw5c1hMTAyTyWRsypQp7OTJkwN6DZPBO3XqlK+HQDqZOnUqO3z4sK+HMer08jrvMYaiDBYhxKtefvllfPXVV5gzZw5efPFFPjuzb98+vpVtTyZNmoS9e/fimWeewbffftutxO0Xv/gFli1bhu3bt/fYPrYns2fPhlarxZkzZ5CZmQmRSIRFixZhz549aG5u7rb9l156Ca+99hpOnDjh1hKo+vp6VFRU8N9SApcXlAwODsavf/3rYW+/rKwM48aN438eN24c6uvrodPpYLfbceTIETQ0NECtViMxMRHLly/vlglJSUlBYmIiFi9e3OvCjowxHDx4kD+OsrIypKenIyIigi/9y8vLw/Hjx7st+Ovk/P/m5mbU1tYiPz+fvy8/P59fDwa4vEBnSUkJ7rvvvm5jOX36dLfnOo95qLZv34733nsPe/bsQWVlJf785z/z9/38889obW3F+fPnsWnTJjz++OPdXkOdvffee5g7dy5+9atf4cyZM3j77bdx+vRpCIVCcByHH374Affeey+0Wi1mzpzZrRz1n//8Jz766CMcO3YMJ0+exNatWyGXy5GamgrgcletpqamPo/H4XDgrrvuQllZGcrKyhAaGuqyRpDzmF999VXU1tYiOTnZ5T61Wg2hUIgHHngAn332GX+8zm6DQqEQhw8fRnx8PGpqarBmzRrMnj2bH9eiRYsgFotx9uxZlJaW4rPPPuMzBTt27MCaNWvwzjvvQK/X41//+hcUCgXeffddJCcnY/fu3TAajS4T7Q8cOIDTp0/zmYMbb7wRlZWV0Gq1KCwsxIIFC/o8H4QQ4i4UYBFCvCo6Ohq5ublob2/H7Nmz+dt1Ol2fpXBTpkzBhx9+iJKSEsycORMKhQK//e1v+Rr6HTt2YMqUKfjTn/6EtLQ0FBQUuLS+7Ylz4nBTUxNkMhm++eYbCAQC3HfffVCpVLj55ptRX18PAPj973+PoqIibN26FVdccQUSEhL4WvzhsFqtWLBgARYtWoTs7GwAl+erPfXUU93q/4fKaDS61N87/99gMKC+vh5WqxUffPABDh48iKNHj6K0tBTPPfccgMuTtA8fPoyLFy+iuLgYBoOh1wvVNWvWwOFwYPHixWCMQa/XQyaTuZT+RUREwGg09rvgr9FodBkrcLlu3jnnzm6347HHHsNLL73UY1OFvo55qB566CHExcUhMjISq1atwj/+8Q/+vqCgIKxevRpBQUGYMWMGwsPDUVFR0W0bNpsNxcXFOHDgALKysmCxWHD11Vfj2LFjmDBhApKTkyEWizF58mTMmDEDIpEICxYswPHjx1228/DDDyM2NhZyuRw33ngjTpw4AeBy2aVEIsHYsWNRU1PDt2buiUKhwC233AKpVIqIiAisWLEC3377rctj7rzzTuTk5EAsFvOtnJ2/L5lMhs8++wwCgYDvtHbHHXfwa9kIBAKoVCosW7YMVqsVM2fORGZmJj7++GPU19djz549eOWVVxAWFgaO4/DEE0/w5ZJvvvkmnnzySUycOBECgQBqtRopKSl9/n7WrFmDsLAwvjRpyZIliIiIgEQiwZo1a3Ds2DG0trb2uQ1CRoOvvvqKb9ZBfIMCLEKIV7333nuoqqrCL3/5SxQVFfG3KxQK1NXV9fncG2+8Ebt370ZTUxN27dqFt99+m//GOzo6GmvXrkVZWRnq6+tRUFCAWbNm9Zlpcq5H4uwClZOTg7fffhvV1dU4efIkamtr+Q5SIpEIy5Ytw7fffouWlhasXr0aS5YswenTp7F161a+AcSNN9444HPhcDiwcOFCBAcHY8OG/6wd88wzz2DhwoVIS0vrdxsHDx7k9905A9ZZeHg49Ho9/7Pz/yMiIviL0UceeQRxcXFQKpX47W9/y0+WDg8PxxVXXAGxWIyYmBhs2LABn332mcv2AGDDhg145513sHv3bgiFQpjNZkgkEuj1epcFf41GY7fFOEt4BcYAACAASURBVHsbc+exApeDI+dzX3/9deTl5eEXv/jFoI+5PzfffDMUCgUUCgW2bdvG3965lXFycrLL61WhULi0KQ8NDeWDxI6ODly8eBFHjhzB4cOHsW3bNmg0GixatAh5eXm4++67sWPHDn4COACX+YOhoaEwmUwuc4u63u/cl1NISAjGjh3Lf2lRW1vbbQ5Ve3s7HnvsMeTm5iIhIQE33ngjWlpa+C8tuh5zT7KysrBp0yaUl5fj0KFD+Pnnn13e13FxcRAKhXy3wfj4eFRVVeHChQuwWq2Ii4tDVFQUoqKi8MADD/DB2U8//dRtnkV/Oq8dZLfbsWrVKmRkZEAmk/GZvd6yr2T43JnVJ8TfDPb1TQEWIcRrtFotnnjiCfz1r3/F66+/jn/84x/4+uuvAQC//OUv8c9//nNA2xEKhbjhhhtw/fXX9/gNvVKpxIoVK1BbW9tnmdTOnTvBcRyysrK63ZednY177rmnx+2HhoZi2bJliI6OxqlTp7BgwQK+AURv3QC7Yozh3nvvRX19Pf75z3+6LPT4xRdf4NVXX0VsbCxiY2Px008/Ye7cuVi3bl237UyZMoXfd1lZWY/7ys3NdemQdOzYMcTExEChUCA6OhqJiYkD7oznfJzzjw1jDG+++SbWrl3Ld61yBgK5ubm4cOECjEYj/7zjx493a0jRk+joaMTFxblkbjo/d//+/fjXv/6FlJQUpKSk4IcffsCqVav4gDgnJ6fbc53H3J9//etf0Ol00Ol0/FoywOVOlc5g8aeffuo148r+3RCipqYG33//Pf97yc3NxVVXXYW9e/fi0qVLSE1NRUpKCoqKitDY2MiXtg2HVCp1Ke90/i4YYyguLobFYuHvW79+PSorK/Hll1+ipqaGf+12vpDo+rroGqR1lpmZiTvvvBOnT5/mb6urq+PPmUgkQk1NDVQqFaKjoyGRSNDQ0ICWlha0tLRAr9fz5yopKQnnzp3rcT+9vVY73/7+++9j165d2LdvH1pbW/kGMhQEeEZISAh0Oh2dXzIqMcag0+kQEhIy4OfQOliEEK9Zvnw5Zs2ahWnTpgEA/ud//gf33Xcfjh8/jmeffRYTJ07EypUr8bvf/Q6xsbE4e/Ys1qxZgw0bNuDAgQPo6OjA9OnTERUVhcOHD+PAgQN8GV1RUREWLlyI7OxsdHR0YOPGjVCr1VAoFN3Kwurr67Fjxw48++yz+Mtf/gKhUIjy8nJ8/PHHuOOOO/h1SLZt28ZnSF555RUUFBRg0qRJCAoKwtatW2EwGHrtJMgYg9ls5i9oTSYTBAIB35XwoYcewunTp7Fv3z6XbkvA5QCrczZj4sSJeOmllwaVHevs7rvvxj333IMFCxYgLi4Ozz33HO655x7+/sWLF2P9+vWYMWMGgoKC8Morr+Cmm24CABw6dAhRUVHQaDRobm7Go48+iuuuuw5hYWEwm814//33sXr1anz66aeIjo6G0WjksyuZmZkYN24cnn/+eaxZswZ79+7FyZMnMWvWLH7fJpOJz5hYLBaYTCb+j9iCBQuwdu1aTJgwAVqtFm+99RbeeOMNAMBf//pXmEwmfjvz5s3Drbfeyh/XXXfdhfvuuw/z589HbGws1q5di4ULF/KPt9lssNls/BpbJpMJYrG4z8VyN23ahIkTJ8Jut2PdunUucwYZY9BqtdBqtXwWSCqVYuLEiS7b/OGHH3D+/HkcOnTIZRHPoqIivPfee/x5H6q8vDycPn0ax48fR2ZmJj9PLCEhAfHx8Whra0NjYyPMZjOMRiNCQkIQGRmJpqYml45ovWGM8SWZzu6Os2fPRkJCAqqrq/HBBx9g4sSJ/OMbGhqwceNG3Hffffh//+//oaKiAjNmzIBcLse0adPw6KOP4vnnn0dUVBQuXLiA6upqTJ06FUuXLsVvf/tbXHPNNSgsLMS5c+cQFBSElJQUxMTE4Pz5832O07kul0KhQHt7O5566qlhnFXSn8TERFRXV/MdQgkZbUJCQvrN6LvorfsFoy6ChBA32rlzJ4uLi2PNzc0ut19//fXsqaeeYowxVl5ezubMmcPkcjmTyWQsPz+fvfzyy8xms7EDBw6w66+/nikUChYeHs40Gg1bt24dv53ly5cztVrNwsLCmFKpZDNnzuQ7/ji7jIWFhTGpVMpUKhW78cYb2Z49e/jnV1dXs9tvv53Fx8czqVTK4uPj2f33389aW1sZY4xt2rSJFRYWMplMxiIjI9nEiRPZ7t27ez1e5z47/0tJSWGMMVZVVcUAMIlEwsLCwvh/7733Xo/bGm4XQcYY+9///V/GcRyLiIhg99xzDzOZTPx9FouFPfTQQywyMpLFxMSwRx55hHV0dDDGGHv//fdZamoqk0qlLDY2lt15553s/PnzrL29nXV0dLCUlBQmFov5cxsaGsqWLl3Kd7wrLy9nU6ZMYSEhIUyj0bCPP/7YpZte13MEgL+vtbWV3X333SwiIoJxHMfWrVvXa1e+rl0ETSYTW7duHX/MCxcuZK2trfx9q1ev7rbf1atX99tFUK1Ws4iICLZgwQJWW1vLKisr2fr165lSqWTHjh1jdXV1rKOjgyUnJ3c7VmfXw1mzZnW7/eDBgyw4OJjV1tay1atXs3nz5rmcQwDMaDTyY/n444+ZwWBgra2tbNWqVWzu3Ll8F78//OEPTC6Xs4SEBPbGG2906yK4bNkytm/fPrZ//3529dVXs7CwMJaRkcFeeeUVBoA1NTXxXQTXr1/v0iFQp9OxAwcOML1ez8rLy9mtt97K4uLimFQqZXFxcWzx4sWsurqa6fV6tnHjRjZp0iR23333MZlMxjIyMtjOnTv5bV26dIktWbKExcXFMZlMxgoKCti2bdv41+XGjRtZZmYmCwsLY7m5uaykpIQxxthHH33EkpKSWGRkJHvhhRd67HRpMBjYzTffzMLDw1lycjLbsmULA8AqKyuH9T4ihJAueoyhBKzvdC7legkhJACxf5e5OTM8Ts4yrJ7KtLRaLVpbW6HRaLw2Tm/JzMzExo0bkZaWhsbGRtjtdojFYqhUKnAcB6lU6vUxWa1WOByOIS18bLfbcfHiRTQ1NUGtViMqKmpAzzObzSgvL3fpStmbrVu3YsuWLd3WLuvK+VoTCAQICQlBcHCw2xZzJoQQD+vxw4pKBAkhhPDfujmDqs5zbXrr9BcI7HY7mpqaYLVaUVZWhrCwMISEhCA3N9dl3txIIxKJkJ6ejtjYWFRWVqK2thZqtRrBwcF9Pm+oAV1fnPOzGGNob2+HxWJBaGhon+WahBDiz+jTixBCApQzqHJmqZwVDc6AarAX0gKBYFRMcjebzWhoaIBWq4XJZIJcLodIJMKYMWOQkpICk8nkF8GVO861VCpFfn4+GhsbcfToUcTHxyMhIaHX3z3rNAfL3ZyBlsPh4OdQhYSEeGx/hBDiKVQiSAghAWQopX8D1djYCJ1O12NXRn/GGIPRaIRWq0VDQwOEQiFUKhVUKhXfLt6ptrYWZrN5QC30Pc1isfAd+tzBbrejqqoKzc3N0Gg0LuuIORmNRly6dGlAnSCHg8oGCSEjBJUIEkJIoPFm6d9IymA5HA40NTVBq9WiubmZX+y2sLCw3zK50UokEiEjIwNtbW2orKyERCJBRkaGy/lwOBxeyShR2SAhZCSjTypCCBll3F36N9h9+yuLxcKX/rW3t0Mul4PjOGRnZw84aHBnxshfhYWFYdy4cWhoaMDRo0f5Fu8CgcBrAZYTlQ0SQkYiCrAIIWQU6Kv0z1tNKvwt8GCMoa2tjS/9Ay4vQq1WqxEeHu534/UnAoEAHMdBLpejqqoKJSUl0Gg0HmlyMZCxOP9ZLBZYrVYqGySE+DUKsAghZATqnKVyOBx+0fXPH0oEHQ4HmpubodVq0dTUBKlUCpVKhYKCAn6R5+EIhAxWZ2KxGGq1GkajEZWVlRAKhd0WxvYWKhskhIwU9KlECCEjhC9L/wbCVwGW1WrlS//a2toQHR0NlUqFzMxMiEQir49nNAoPD0dBQQHOnj2L+vp6hIeHIy4uzmeBvLNs8Ny5c4iJiYFMJqOyQUKI36AAixBC/FhfpX/+dkHpzQCrc+mfw+GAUqlEeno6IiIiPD7HzNeBrHMc3g5mBQIBZDIZRCIR2traUFpaCo1Gg4iICK+OwzkWgUCAxsZGREZGUrdBQohfoQCLEEL8iD+W/vkDh8OBlpYWNDQ0QKfTQSKRgOM45OfnIyQkxNfD8xlvvx4cDgfEYjHS09NhNBpRUVGB8PBwpKen+6RUz26380EVlQ0SQvwFfQIRQoiP+Xvp30C5O4Nls9nQ2NgIrVYLvV6PqKgocBwHtVrts9I/f8lg+UrnhYbDw8Mxfvx4/PzzzygpKUFycjJiYmK8en6cXQ2p2yAhxJ9QgEUIIT4wkkr/BsodAVZ7ezs/n8pms0GpVCIlJQUymSygA5ue+OJ8dG3TLhAIEBcXB6VSifPnz6O2thaZmZndFmj2xng6fyFhNpup2yAhxGcowCKEEC8IhNK/oQRYjDG+9K+xsRHBwcHgOA55eXk+61bXl84ZnEDkLBHsKigoCFlZWTAYDDhz5gxkMhnS0tK8UqrX9b0jEAggFovBGENHRweVDRJCvI4+bQghxEOcWSqz2Qyj0cg3AxhppX+DMZAAy2azQafTQavVorW1FZGRkeA4zmfzeEYqX5Qr9rfQcEREBAoLC1FXV4eSkhKkpKSA4zifdRsUCoVUNkgI8Tr6S0YIIW7UU+mf0WjExYsXkZ+f7+PReVZfF9EdHR186Z/FYoFSqURSUhLy8vJGVKBJc7D6P36BQID4+HioVCqcO3eOLxsMCwvzyHj6GwuVDRJCvI0CLEIIGYaBlP6JxWKX20erziWCjDHo9XpotVo0NjZCLBaD4ziMGTMGUqnUxyMdnkC+MO8vg9VZUFAQsrOzodfrUV5ejqioKKSmpvqkQQmVDRJCvIk+WQghZJCcWSpnpqq/rn/OMqXRzuFwwGQy4eTJk2hpaYFMJgPHcV6bi+MNvlhI2Z8MJsBykslkKCwsRG1tLYqLi5GamgqVSjXsQHUo2UQqGySEeMPo+ItHCCEeNpyuf6M5wDKZTHzpX0dHB+x2O+Lj4zFmzBi6aB2FhhJgAZffJwkJCXzZYF1dHTQazbCymQ6HY0hBWteyQWc2i8oGCSHuQgEWIYT0oLfSv6E0qBhNARZjDAaDgS/9EwqF4DgO2dnZEIlEKCsrg1wu9/UwPSbQ52ANNahxCg4ORk5ODlpaWnDq1CnI5XKkpKQMqWzQ4XAMq9yQygYJIZ5CnyKEEPJvgy39GyjnAqgjld1uR1NTE7RaLVpaWhAeHg6VSoUJEyYgKCiIf5zZbA6IErpADrDc1aY+KioKhYWFqKmpQXFxMdLT06FUKge1jeEGWE6dFyk2Go0IDg6mskFCyLBQgEUICWjOoMpms3VrUOGuCyyBQDDiAiyz2YyGhgY0NDSgvb0dcrkcsbGxyMnJ6fW8uGOhYX832o+vP0MtEeyJUChEUlISOI7D2bNnUVtbC41GM+D1z+x2u1uDIKFQCMYYlQ0SQoaNAixCSEBxZ+nfQI2ECzTGGIxGI1/6BwAqlQoajQZhYWEDOoZACLACnTsDLCeJRILc3Fw0Nzfj5MmTUCqVSE5O7jc75e4AC6CyQUKIe9AnBiFk1PNU6d9I53A40NTUhIaGBjQ1NUEqlYLjOIwfPx7BwcGD3l4gBFiBPgfLXSWCPYmOjsaECRNQXV2N4uJiZGRkQKFQ9Pp4d5UI9oTKBgkhw0EBFiFkVHJmqZyZKid3lv6NRBaLBY2NjdBqtWhra0N0dDQ4jkNWVlZAn5fBCOQAa7hNLvojFAqRnJyMmJgYVFZW8mWDISEh3R5rt9s9vqYWlQ0SQoaCAixCyKjgi9K/kcJoNPKt1AFAqVQiIyMD4eHhbj0vgZLBCmSeKBHsiUQiQV5eHpqamnDixAmoVCokJye77NtbY6GyQULIYNGnAyFkxKLSv545HA40NzfzpX8hISHgOA4FBQWQSCQe228gBFiBzltBjZNcLkdUVBR++uknvmzQuQyAJ+Zg9YXKBgkhA0UBFiFkRKHSv55ZrVa+9M9oNCIqKgocx0Gj0Xi8jMopEAKsQJ+DBXi/RFIoFCIlJcWlbFCtVnt0DlZ/42GMwWKxUNkgIaRHFGARQvxa59K/kZ6lcvfFeXt7O7RaLbRaLex2O1QqFdLS0hARETGizgsZPOf7IpB+zyEhIRg7dix0Oh2OHz+OkJAQny1q7cxmUdkgIaQn9ElACPE7o7H0TygUDvsbd8YYWlpaoNVqodPpIJFIwHEc8vPze2wC4G0j8fcyWP4U1PjLOLxNoVAgKioKJ06cwKVLlxAWFobo6GifjKVz2aDBYIDD4UB0dHRAZ9MJIRRgEUL8xGgv/RtqgGWz2fjSP71ez5f+qdVqn5RHEeIPRCIRIiMjoVKp8NNPP/Flg56cY9gXoVAIu92OEydOoKCggMoGCQlwFGARQnxiNJX+DYQzwBqIjo4OvvTPZrNBqVQiJSUFMpls1J2XkcbXGSxnA5P6+nowxpCWlhawZWkOhwMhISHIz89HY2Mjjh07hri4OCQkJPjkSxmHwwGxWAyhUIiOjg6YzWZIpdKA/f0QEsjoXU8I8ZqupX+nTp1CVlYWRCLRqAyqOusrwGKMobW1FVqtFo2NjQgODgbHccjLy0NoaKiXR0r8jc1m49vsGwwGyOVyKJVKGI1GlJSUIDU1FSqValS/f3rSuYugUqlEdHQ0Ll68iJKSEqjVakRFRXl1PDabDWKxmLoNEkIowCKEeFZfpX/t7e38t76jXdcAy2azQafTQavVorW1lS93Sk9PD4jzMVJ5K4PVUxYzNTWVz2I6HA7IZDJwHIdz586hrq4OGo0GUqnU42PzF11LbkUiEdLT0xEbG+vSbTA4ONgr4+m68DF1GyQkcNFfcUKIWw2m9E8sFsNut/tqqF7lLBvS6XRoaGiA2WyGQqFAYmIi8vLy6KIrwDHGYDAYUF9fj8bGRojF4gFlMYODg5GTk4OWlhaUlZXx5aSeyJb4Wwv+rgGNk1Qq5csGjx49ivj4eCQkJHj8PdbTeLp2G6SyQUICA73DCSHDNtSufyKRCDabzZtD9SrGGPR6PV/619bWhri4OOTk5ARUpmE0cWcGy+FwoKmpCVqtFs3NzQgPDwfHcUhNTUVQUNCgthUVFYUJEyaguroaR44cgVqtdnsLc28vMtyfvsYjEAigUqkgl8tRVVWF4uJiaDQaREZGemw8vQV8zvFQ2SAhgYMCLELIoDmzVM6Aaqhd/0ZjBstut/NZqubmZkRERIDjOMTExCA+Pt5n7aSJf7BYLHxXyLa2NsjlcsTExCA7O3vYF9tCoRDJycngOI4vkdNoNG7rrOdwOPwq09pXQOMkEomQkZGBtrY2VFZWIiQkBBkZGYMOYAfCOQerL1Q2SEhgoACLEDIgnuj6JxKJRkWAZTabodVq0dDQAJPJBLlczmeqnBfNer1+wF0Eif8aSgar84LQDocDKpUKGRkZCA8P98iFtXNB3s6d9RITE4e9L8aYX2VcBpNRCwsLw7hx46DValFaWoqEhATEx8e79fwPJOADqGyQkEBA72ZCSK88veDvSC0RZIzBaDTyQZVQKIRKpUJWVhbCwsJ6fI5znRwy+nXtCumJBaEHMh/K2VnPWSKXmZkJmUw25H36W4lg5y6CAyEQCBATEwOFQoGqqiqUlJRAo9EM65x0Hc9gGmp0LRsMCgpCaGioX51jQsjQUIBFCOG5q/RvoEZSiaDD4XAp/QsLCwPHcSgsLBzQRdVg1sEi/qu3DJazNFSr1aKlpQWRkZHgOM7nXSE7l8hVVFRAKpUiPT19SCVy/hZgARjSeMRiMdRqNYxGIyorK4d1TjobaAarK2fZoNVqhdVqRUhICCQSCZUNEjKCUYBFSIDz5YK//p7Bslgs/PpD7e3tw5ovQwHW6GOxWPjSP5PJBIVCgYSEBOTm5vrdxXFYWBgKCgpQX1+P0tJSJCcnIyYmZlDj9Lc5WMMVHh7uck6SkpIQGxs75GO02WxDCrAA17JBk8kEi8VCZYOEjGD0ziUkAHm69G+gRCIRzGazV/Y1EIwxtLW18aV/AKBSqaDRaBAWFjas80IB1uhgsVhQW1uL8vJyAJdfH5mZmQgPD/fxyPonEAgQGxsLhUKB8+fPo66uDpmZmb2WtXblb3Ow3MF5TpRKJX9ONBoNIiIiBr0tu90+7ICIygYJGR0owCIkAHi79G+gxGIx2trafLJvJ4fDgebmZmi1WjQ1NUEqlYLjOIwfP96tC5RSgDUyMcbQ0tICrVYLnU4Hi8UCmUyGgoICt3Xn87agoCBkZWVBr9fj9OnTiI6ORmpqar/ZF38rEXTnulxisRiZmZkwGAyorKxEeHj4oMs7h1oi2BMqGyRkZKMAi5BRypelfwPlqy6CXVtlR0dH800qPHUBKRQKYbVaPbJt4l42m42fT9Xa2oqoqChwHAe1Wo2ysjLExMSM2OCqM5lMhgkTJqCmpgbFxcVIT0+HUqns9fH+FmB5QkREBMaPH4+ff/4ZJSUlgyqldGeABVDZICEjGb1LCRlFumap/DGo6sybTS46l/55o1V2V5TB8m8mk4mfb2c2m6FUKpGUlIS8vDy/e98A7sveCAQCJCYmQqVS4ezZs6itrUVmZmaP3Q79KcDy5FgEAgHi4uK6lQ32VwY6kHWwhjoeKhskZGShAIuQEcxfS/8GypNNLhwOB1/a1dTUhJCQEHAch3Hjxvkk+0ABln/pqdU+x3HIycmBVCrt83n+GHANl0QiQW5uLpqamnDixAlwHIekpCSXzxB/OnZvBHudSynPnDkDmUyGtLS0XoMod2ewuqKyQUJGDgqwCBlhRkLp30C5O4NltVr50j+DwcCX/mk0Go9e+AwEBVi+13W+3WBb7QcCuVyOqKgoXLx4EcXFxdBoNIiKigLgXxksTwcznclkMhQWFqK2thYlJSVISUkBx3E9ftZ6+vOXygYJGRnoHUnICDDSSv8Gyh0ZrPb2dj4LYbPZoFQqkZqaCplM5lfnJZACLH/KdNhsNr70z2g0Dnu+nT8dm6cIhUKkpaUhNjYWFRUVqKurQ0ZGhl8FWN4ei0AgQEJCAjiOw7lz5/iywYF2YPTEeJxlgwaDAcHBwVQ2SIgfoQCLED800kv/BmooTS66dnWTSCRQqVQYO3Zsj/NG/EWgBFgCgcDnQUhHRwe/PpU/B93+LjQ0FPn5+WhoaMDRo0cRHh4+pPblnuDNDFZnQUFByM7ORmtr66A6MHqKUCiEQCCgskFC/AwFWIT4CWdQZbPZRlWWqi/OOQX9sdlsfOmfXq9HVFQU36RipJTGOL9tJu7HGIPBYEB9fT0aGxshFovBcRzy8vIQGhrq9n35y3vRG+MQCATgOA5yuRwnTpzguyr6OtDydTYtMjLSpQNjamqqW9vGD0bnssGOjg6+bFAkEvnNa5WQQDMyrkwIGaW6ZqlMJhPKysowYcKEURtUDZQzC9HQ0ACr1QqFQoHk5GRERkaOyPMSaBksT3M4HGhqaoJWq0VzczPCw8PBcRxSU1MRFBTk8f0HGrFYDKVSCZvNhoqKin4bPniarzJYnTk7MHIch8rKSphMJrS3t/fZJMXT4xGLxVQ2SIgfoACLEC/qr/RPIpHAarWOyABiuBhjaG1tRUNDAxobGxEUFASVSoXc3Fy3ZyF8gQKs4bNarfx8qra2NsjlcsTExCA7O9trF5H+ksHyRbbE4XBAKpUiNTUVdXV1KCkpQWpqKlQqldfPia8zWJ0FBwdDo9Ggvb0dp06dglwuR0pKil+UDV66dAlpaWlUNkiIl1GARYiHDabrn7e+/fcXdrsdVqsVJ0+eREtLC2QyGTiO8+k3454iFAp9sqiyt7n7NexsYqLVan2yfhn5D2dQIxAIEB8fD6VS6dLwwZuZG7vd7jcBFnC5jDk0NBRjxowZ8MLNnuQsG6ytrUVsbCyVDRLiZaPrCoYQP9E5S9X5ono0z6caqK4LujocDsTFxSE3N3dUnxfKYA2MM5Op1WrR2NgIiUQCjuOQn5/vF01M/CWD5Qtds0bBwcHIyclBS0sLysrKoFQqkZKS4pXAx+Fw+LxEsDNnyaJQKERSUhI4juMXbtZoND7NwlPZICHeRwEWIW7QX+nfYC/IRtNFnLMBgXM+lVgshkql4hd0PXz4cEB0dwuUAGso7HY7dDodtFotn8mMiYlBenr6qMtkjmS9fS5FRUVhwoQJqK6uRnFxMTIyMiCXyz06Fn+Yg9VZ1/E4F25ubm7GyZMnoVQqkZyc7NUxdw6IqdsgId5Ff7kIGSJPLfjrbF0+ki8s7XY734CgpaWFb0CQkpLSrQGBcy2s0d6YIFACrIFmsCwWC1/6ZzKZIJfLkZCQ4PeZzNH05cdg9TXvSSgUIjk5mW/4UFdXB7VaDYlE4rGx+NNnZG8BX3R0dLfgU6FQeGVMNpvNZUzUbZAQ7/GfTydCRgBvlP4FBQXBZrP51cXDQJjNZr70z3nBHBsbi5ycnD7LUcRiMc1NGkX6Ok6j0ci/RgBApVIhMzMT4eHh3hwiGaKBNJYICQnB2LFj0djYiGPHjiEuLg6JiYluv4C32+0eC96Gomsw05kz+IyJiUFlZSVfNujpktfevriiboOEeN7IuoIjxMs6Z6kcDsewS/8GQiwW8yUc/owxBqPRyJf+OdfLGewFszODNdoFyjfEnQOsrotCh4SEgOM4FBQU+NXF8WBQBmtgF+FKpRLR0dGoqqpCcXExMjMzIZPJfDIWbxhI1YFEIkFeXh6amppw4sQJqFQqJCcne+w4+gr6ACobJMSTKMAipAtPlf4NVFBQEKxWq0f3MVRd1x4KCwsDx3EoLCxEcHDwkLbpLIkko0dDQwNaW1v5RWk5joNarfarOTMjna/atA/m2TwMtgAAIABJREFU808kEiEjIwNtbW2oqKiAVCpFenq6W8qB/XEO1kCrDuRyOaKionDp0iWPzlkbSOl1T2WDoaGhEIvFFGgRMgwUYBGCvkv/vP0tqb8FWBaLhS/ram9vh1wuB8dxblt7KFBKBEezzp0hm5ubIZFIkJSUhLy8vFF3kRbIGSzG2JDe82FhYSgoKEB9fT1KS0v5crnhnEd/zGANJisrFAqRmpqK2NhYl7JBd2Z2B1Nq3rls0Gg0UtkgIcNEARYJSL4o/RsoZ4mgrzDG0NbWxpf+AZfLfdRqtUfWHgqUEsHRpGt5qFAoBMdxyMnJQUVFBVJTUxEWFubrYRI3G05QIxAIEBsbC4VCgfPnz6Ourg6ZmZlDfp34WwZrqPNmnXPWdDodjh07htjYWCQmJrolsBnKmKhskBD3oACLBAxfl/4NlC8yWA6HA83NzdBqtWhqaoJUKoVKpfLKXBnKYI0MXV8jvZWHjvZmHoGcwXJH1igoKAhZWVnQ6/U4ffo0oqOjkZqaOuhgyR8zWMMJ+BQKhUvZoFqtRnR09LDGZLPZhlS6TWWDhAwfBVhkVPOn0r+BCgoKQnt7u8f3Y7Va+bIuo9EIuVzOd3Xz5jfDIpEIZrPZa/sjA2ez2VxeI9HR0VCpVMjKyur1/TPaA6xANtg5WH2RyWSYMGECampqUFxcjPT0dCiVygE/398yWO4Yj0gkQlpamkvZ4HBa3dtsNkil0iGPh8oGCRk6CrDIqOLPpX8D5ckMVufSP4fDAaVSifT0dERERPjs3IjFYq8ElP7AGXz48+uwo6ODD6qsViuUSiVSU1MDYjHogfD3358nDXUOVm8EAgESExOhUqlw9uxZ1NbWIjMzc0AdVEdbBquz0NBQ5Ofnu7S6T0hIGPTxumu5DyobJGTwKMAiI54zS+XMVPlr6d9AuTPAcjgcaGlpQUNDA3Q6HSQSCTiOQ35+vt+0gQ+kLoLOxYb96Zt3xhgMBgMfeIvFYnAch9zcXISGhg56e5TBGr08FVxKJBLk5uby7cs5jkNSUlKfAYW/ZbA8sXahs9X9xYsXUVJSAo1Gg8jISJ+MicoGCRkcCrDIiDQSS/8GSiwWD6vpg81mQ2NjI7RaLfR6vd+3yQ6kJhdCodAvLgy7ttsPDw8Hx3FISUkZdgvt0R5gBXIGC/Dsem7O9uUXL15EcXExNBoNoqKienysv/0ePPW+FolESE9P58sGg4ODkZGRMaC5VZ4I+rqWDQYFBUEqlY74v7uEuBsFWGREGA2lfwM1lAxWe3s7X9Zls9mgVCqRkpIyIsq6AqnJhTOD5Qud59y1tbVBLpcjJibGbe32nUZ7gOUPnJ+H/v7eHgqhUIi0tDTExMSgsrISdXV1vQYU/nT87i6f7EoqlSI/Px8NDQ04evQo4uPjkZCQ0Oc58ESA5eQsG7TZbNDr9VQ2SEgXFGARv9U5S+VwOEZ86d9AiUSifi/CGWN86V9jYyOCg4PBcRzy8vKGVNblS4GWwfJmgNXe3g6tVgutVguHwwGVSoWMjAyPtNt3Gu0B1mgNbPxN14AiMTERcXFxAX3uBQIBOI6DQqFAVVUViouLkZmZCZlM1uPjPZ0tp7JBQnpHARbxK11L/4xGIy5cuID8/PyAL0Gw2WzQ6XTQarVobW1FZGQkOI5Denq6x76l9IZAnIPlKYwxtLa2QqvVorGxERKJBCqVyq/m3BH3CIQLWGdAIZfLceHCBZSUlCAzMxMRERG+HppPiUQiZGRkoK2tDRUVFQgNDUVGRka38l5vfRlAZYOEdDdyr8rIqNBf6Z9EIoHVag2Ii4muGGMwmUx8WZfFYoFSqURSUhLy8vJGzTkZ7pyzkcQTAZbdbucD75aWFshkMp8G3qM9gwUERnDjT8RiMTQaDQwGAyoqKiCTyXxWautPwsLCUFBQAK1Wi9LSUp9n+ahskJD/oACLeN1guv4FBwfDYrH4aqhexxiDXq+H2WzG999/j6CgIHAchzFjxgxrPRN/JhQKR/0FuZO7AiyLxcJ3/evo6IBcLkd8fDxyc3N9fjETCAEW8Y2IiAgUFhaitrYWNTU10Gq1UKlUPn/Nu3N9sMESCASIiYmBQqFwyfJ5sgy4v/FQ2SAhFGARL3EGVTabrVuWqq8ygkD4QO4pAyGRSJCfn4/w8HBfD4+40XACLOcaZlqtFgCgUqmg0Wj87jVCAZZnmc1m1NfXw2AwIDk5eciL0A6Wv/xOBQIBYmNjUVtbC51Oh7q6Omg0Gp9+AeUPnUGdWT6j0ciXDfry7yeVDZJARwEW8YjeSv+G2qBitE0s71z6ZzaboVAoEB8fjzFjxuD/s/eusY2l+Znfc3gnJd55ztGFEkVRpEqlUlVJ6ukaT3sm7iSDxDuJF2hsgjhBxoMBAsPBNOwFgpn9ECMGMk4wA8QJ3IiRZNfAZGPY4yzSC+/aM170eCvZ2e6Zqm5dqkpdVVKXSirdSUq8U+L95IP6PU2xKF4PeV6S5/fF4+oq6SV5zsv3Of/n//xVKhUeP35MzYFGQTqaEVgkyCQUCuHs7AwGgwEcx+Hu3btdO1S3inLtSksqlRIrlgzDgGVZmM1mPHr0qKE0OSmgaQ8uFovQaDSYm5tDLBbDp59+KianynGA72RaX7MMDw9jcXERBwcHCIVCOD4+xsjIiGIbVFDoMnTsCAp9QacG/pIenXbn88hJ+TDX09NTqFQqsCyLGzduYGho6LW/L+WwYQV6qCewKoNMaJ9hVg3l4NQ+14nrxcVF6HQ6CIKAXC4HlmWxu7vblfCHUqlETfWhfFi3zWbD8vIyDg4OsLKyAp/PB4fD0dX10FDBKodhGNjtdjidTiSTSRwfH4u2QbnWQ2yDyWQSBwcH8Hg8im1Qoa9RBJZCW5AqFalUEaQc+Ev6sHpNYBWLRXGYaywWw9DQEDiOw/Lyct3XMkjBD8Dl9ULTAa5TVBNYldXMXg8yUSyCrUH2i2AwiFgsBqvVCp7na4prkiZHbGFmsxler7cj1RSa7s9KQaNSqTA5OQmO48TZWTMzM12r9NImsIDLhzU6nQ6BQEAMBxkeHpY1dZZhGBSLRYTDYTidTmi1WhiNRureOwUFKVAElkJTSG39awQisKpVemgjm80iHA4jHA7j/PwcDocDIyMjmJuba+pwMmgVLBLVTssBrlOQ10mqmeFwGCqVChzHXVvN7DUUgdU4ZPhzMBjE+fm5aBVuNqyE2MKOjo6wuroKr9cLlmUlXWunB+k2w3Viz2AwYGFhAaenp121T9IqsIiQMpvNWFxcxMnJCVZXVzE5OQme52V5gEPcKGT+YTKZVGyDCn2JIrAU6tIp61+j0JwkKAiC2B9xenoK4IvwgaGhoZbfm0ETWBqNBsViseeqlI1SKpUQjUYRCoVwfn4uVieWlpag0+nkXp6kKAKrNhcXF2JYSbFYBMuymJmZaTv1jWEYjI+Pg2VZsYoTCAQkm38mZ1JeJfUEjcvlgt1ub2gYrxTQ1INFqFwTwzAYHR2Fy+XCy5cvxXCQbtsG8/k8tFqtkjao0PfQtSMoUEM3rH+NQpvAKpVKiEQiCIfDiEQiMJlMV/ojpECr1eL8/FySn9ULkKeZ/UShUBCtf8lkEna7HWazGRzHYWpqSu7lKXSJ8v7LcDgsjl5YWFjoyPBnnU6H+fl5RCIRPH78GCMjI3C73W3v2zRZBBtZS+UwXpPJhOnp6Y48xKG9glWOVqvF7OwsEokENjc3YbVaMTU11TWBSAQWoVraoGIbVOgHFIGlAOCq9U+OKlUt9Ho9UqmUbL8fuJw7dHp6ilAohHQ6DbvdDo7jMDs725FDx6BVsIh1rte5uLgQRVU+n4fL5cLU1BQsFgsYhsHR0RGy2azcy+woSgXrasUyEolgaGgIPM/D4/F0rUrrcDiwvLyMV69eiSEY7VRxaBJYzQgaMow3GAxibW2tI/Y4GgVWPp+vaTm2WCziTLHV1VV4PB5wHNfx7/p8Pl/1QWR52qBiG1ToBxSBNcDIbf1rFJ1OJ8uhNJVKiYdlQRDAsix8Pl9XBjgOWshFr77eyuqERqMBx3GYn5+H0Wh87e9LNWiYZgZVYBUKBfEhTDKZhM1mA8/zHXsI0whqtRrT09PgeV6s4vh8vpaqFTQJrGbXQmZnOZ1O0R4XCAQk63ksFArUDYInUfa1KLeVltsGO9kLWkv4KbZBhX5CEVgDBk3Wv0bplkWQPHUm1j855w4pFSx6IRbRUCiEaDSK4eFhcBzXUHVCEVj9RTabFfupSAKkx+MRK5a0QKo4JORgamoKLMs2tcZe6sG6jnJ73LNnz2C32zE1NdV29YnWClajQlqn0+HGjRuIx+OSvi/XravePqnYBhX6AUVg9Tk0W/8apZMCK5/Pi0+dU6mUOHfI7/fLupkPmsAiIRe0QtLeiEXU4XCA53ncuHGjqQcTgyCwgP4eNFwsFrGzs4NQKCQO/e2FBMjykIMXL16IVZxqldZq9EKKYKNYLBYsLy/j8PAQKysrmJ6ehsvlavnn0SiwGqlgVWK1Wq+8L16vFy6XS9JzQjOBIIptUKGXUQRWH9Ir1r9Gkdo+dn5+/lqKl9frhdlspua9UavVA3EQJ9AYclF+nZRKJUksooMgsGi5h6RCEATE43EEg0GcnZ0hm81Cq9VKGmrTTbRaLebm5hCLxbCxsQGWZTE5OVlXsNBkEZQicZRhGLjdbrAsKwpOv9/fUvAIjQKrmQpWOeR94TgOL168wNHREfx+v2QWyEYqWJXrUWyDCr2IIrD6hF60/jVKu5uoIAiIxWIIhUI4OzuDXq8Hx3G4fft2R1K8FJpHo9HInhRJDtIkcl+v14NlWUmvk0ERWL1ewSqVSjg7O7sy9JfjOPh8Pjx8+BBut1vuJbaNzWbD8vIy9vb2sLKyAr/fD5vNdu3fp0lgSbkWvV4vpi4+efIEPM83nbpIo8BqpYJVjk6nw82bNxGLxfD06VM4HA54PJ62X2erkfaKbVCh11AEVo/SD9a/ZhEEoeHXVd5wnkgkROvfzMyMsiFTiFwVrGKxiLOzM4RCIcRiMVgsFnAch+np6Y7EFisCi14qbaBk6O/NmzepERZSo1KpMDU1BY7jsLW1BYPBAJ/PV7XC0A89WLVwOByw2Wx49epVQ4KzHBrnYEklQm02G5aWliSzUzbzPV4NxTao0CvQtSMo1KTfrH/NQPqwaoVNlA/wLBQKcLlcmJychNVq7cn3RqVSUflktBN0M+Qil8uJqX8XFxdwOBxdO0gPisDqlddYuWeQKlU3kkLbgTxgk2qNJpMJd+7cQSgUujbKvJ96sK5DpVLB6/WC53lxWLPP56trBe33fVqlUmFiYuI122Cj/XtSU2kbzGazMJlMim1QgSoUgUU55YIqn89jc3MTN2/e7AvrXzNUE1iVli6dTgeO43Dr1i3ZNn4pIUEX/fzFTeh0yEU6nRYP0gDAsqwYR9zNL+RBEFg0IwgCUqkUgsHglVj9XtwzpL5uGYYBz/NwOBxiZPfs7KzYe0OTRbDTgsZkMuH27dsIh8NYX1+H2+3G6Ojote85Te9NJyF2ymg0io2NDTE1s9HXXiwWJX2fFNugAs0oAosyaln/NBoNEonEQGzklRCBVSgUREtXPB6H1WoFy7Ids3TJSa/OhmoFqS2ClX13ckbulzMIAos2i2CpVEIsFkMwGBSH/nIchzfeeKNrQ397CRJlHo/H8fTpUzidTng8HpRKJWr22G4IGoZhwHEcHA4HdnZ2sLa2hkAggOHh4Wv/Pi1ILWQqsdvtWF5exsHBAT755BP4fD44nc66/65QKHTknlNsgwo0QsduqQDg8lCYzWbrWv+ktIb0AplMBufn53j+/DkYhoHT6YTb7catW7f6+n0YpKh2KSpYleKbxr67QUiHpEFgkWshGAwikUjAbreD4zhZh/5KTae/B6xWK5aWlnBwcICVlRWYzeaGe5I6TTcteRqNBn6/H8lkEltbWzCbzfB6vdSIzWp0SsiUo1KpMDk5+ZptsFYgULMJgs1QzTZoNBqh1Wr7+pygQC/07hADSCO9VKSq0c9PXgVBQCKREK1/Go0GWq0WLMsiEAjIvbyuMUgCq9UKVrVBrxMTE9SKb6WC1Tmy2SzC4TCCwaB4LfRyDyYNkEM0y7J49OgRzs/P4XA4ZI+nl8OSZzabsbi4iOPj45aHNXeLQqHQNQFqMBhw69YtMYWR4zhMTExU/Xw6KbAI5bbBdDqt2AYVZEMRWJRR7wBmMBiQyWT6TmCRNLdwOIxoNAqz2QyO4zA1NQWtViv++SAxSAKr0QoW6aEhIRUqlQocx/XEoFdgMARWN6nsreula6GXMBqNYFkWABrqSeo0coVKMAyDsbExuFwubG9v4/j4GDMzM11fRz3keAhLUhhJ7L/P54PD4bjyd7ohsAiKbVBBbhSB1WPo9XpkMhmYzWa5l9I2pPoQDoeRyWTgcDgwOjqKubm5155+kR6sQUKj0QyMwKqVPFcqlRCNRhEKhRCJRGAymcDzPJaWlmR/kt4sNNjnOk0nX2O1WWU8z8veWzcICIIgzkJ6+fIl1tbWMDs7K4uYlTtUQqfTicOanz59inw+L/uaypErNp7E/vM8f8U2SO7Nbgos4KptMJPJKLZBha6iCCzKqHfTGwwGZLPZLq1GWqpVH1iWbehLehAFllarRSaTkXsZXaHyuidzzILBIJLJZF/20PQrUgssMvQ3FAohGo3CYrGA5/m+DLahGTIHS6PRIBAIIJlM4vnz57DZbJiamup6RYmGA7LNZsP8/DweP358bdVGDrppEayG0WjEwsICzs7O8OjRI4yMjMDtdiOfz8uS1kmElmIbVOgmyrcTZTQisJLJZJdW0z7kcEQsfiTBq9nqw6AKrEGpYAGX18re3h5CoRDy+TxcLhempqZgsVioOEwpNIYUAqty6G+t6rZCd6icg2U2m6+EYDSaJNdvCIIAs9kMn88nzs6amZmRtaJKS5+20+m8Yhs0Go2wWCyyrUexDSp0E0Vg9Rh6vR7hcFjuZdQkl8uJhyPSFM3zPG7cuNHy4WgQ0tcq6XeBJQgCksnklaG/giBgfn6+52YSKbRP5dBflmV7YuivHMhhM61mgWMYRhxAu7W1hePj4yuWsEGA9IMZDAYsLCzg9PQUjx49wtjYGMbHx2W5dguFQs00v26iVqvh9XoxMjKC1dVVFItFDA0NyXaNKLZBhW6hCCzK6EWLoCAIYrM5EX9yDXLtJ/pRYJVKJUQiEdHuNTw8DI7j4PF48PHHH2NyclK5XnqcRitY5ZbhUCjU00N/B4FaPUZ6vZ4acdFtKu14LpcLdrsdu7u7WFlZQSAQ6HrVRq4erFoYjUaYzWa4XC48evQIo6OjGB8fl60iXW4bPD8/FyuRtL1vCr2LciVRRr0vJJ1OR4XAqhY8wHEcFhcXOxY8oFKpZEuPkoN+GTRcze5VraJJkgSVL7jeppbAUob+9i6NhDgQcbGzs4PV1VUEAgHJA5kEQaAqKKbanqVWq+Hz+ZBOp7G1tQWTyYTp6emuXeM0Cizg8ruA53nwPI9Xr15hdXUVfr8fVqtVtjWpVCoIgoBPPvkEi4uLMBqNim1QQRLouwMVaiJn/0Eul8Pp6al4ULbb7WJIRTfWRfqwBuXptlqtbnv4rlycn5+LlYlSqdSQ3YvMwqLxYCA1/TwsvFJgFYtFcd+Ix+M9HVhC08G+21T2YF2HWq3GzMwMUqlURwbzNrqOblHrod/Q0BDu3r2LYDCItbU1TE5Oguf5jt/7tO6jRKQzDIPp6WmMjIxga2sLer0ePp9PtlRYsmep1WrFNqggGfTdgQMOGTRc64ucRFp340um3PrX6EG5UwyawOqljb0yPlun04HjONy+fbvhXoBGZ2H1OuT+7qXPt1kKhQIODg4QCoWQyWTgdDqpHgCtUB+SItgow8PDWFxcxNHREVZXVzE9PQ2Xy9X2OmhzMdRbD8MwGBkZgdPpxMuXL3F8fIxAINDReHtaBVblvmcymXDnzh2Ew2Gsr6/LZi0l561K26BGo1HSBhVahr47UKEuZBaWyWRq6d8/2Ingnrd6lCyx8BDrn8FgAMdxuHPnjuyNy4OYJEgzZDh0KBRCLBaDxWIBx3Etx2eTCla/Q4YN0/QUXgrIw5ijoyPkcjkMDQ3JNiepkwyqQGzlmmUYBuPj42BZVkzY8/v9bQUw0HbvFIvFhiovWq0Ws7OzSCQSePbsGex2e8fi7WkUWNc9NGYYBhzHwel0YmdnR5a+tcr3i9gGlbRBhXag6w5UAFC/SZwEXbQqsB7uRq8IrHw+L1p4yMwhElJB05ObQRRY3axWNkIulxMrmufn53A6nRgbG8PNmzfbXmMvWyKbgQisXkcQBCQSCQSDwStDf/1+P05PT+H1euVeouQMskWwnX1Ip9Nhfn4ekUgEjx8/bivggLYKVqFQaOq72GKxYHl5GYeHh1hZWZGssldOsVik5juDUK+/llhLSd+a0WiEz+frSt9aPp9/TSQraYMK7aIILAqpd/OSClY7kB6ZcDiMQqHQEzOHaAn46CYkSVDO6iGpTIRCIQCdS4jsl1CPevTyyIHyob+xWAxms/m1qmUsFutrIULD/ijH+yuFrdXhcGB5eVkMOGilUkHTAyegNcHHMAzcbjdYlsWLFy8kqexV+x00kc/nGxJLpG8tFAphbW0Nbrcbo6OjHX09uVzu2iqkYhtUaBVFYPUgrUS1//JlBP/m+THS6TQuLs7x3x8dY2jIhH9nbgJfnR3p0EqlRa/XI5FIyL2MriKHwBIEQbSJnp2diTbRu3fvdnQdSgWLTkiFOxgMiimQIyMj1w79lWLQMK306+tqFCkOuWq1GtPT0+B5HltbWxgaGmrKVkxbBaud9ej1erGy9+TJE/A8D7fb3baApE1cAY0LLOBy/TzPi7bBTiVSEnK5XN21KbZBhWZRBBaFNDILK5lM1v05hUJBtP4VEgn8+oQVHOfBjzcS+N1/zy/VcrvGIFoEuzULq1AoiJWJeDwOm80GjuMwMzPTtcPMoIRc9ILAymQyCIVCCAaD4tDf6elpmM3mgT5Q9Hs4STchlYqTkxOsrq5iamoKLMvWfX9pq2BVzsFqBYfDAZvNhlevXmFlZQV+vx82m62ln0Xr3pLP55vuC9NoNPD7/WIiJRHjUtsGq1kEq6HYBhWaQRFYFNKORfDi4kK0/uXzeTidTkxOTsJqtYo/V/U0Jfmau4EisKQlm82K1r9sNit70ptare67wcrVIPPcaKJ86G84HIZarW556G8/V7AUpIVhGIyOjsLpdGJ7e1tM2Kt1zdFYwZIiUEKlUsHr9YLneTEQpJXoclpnCTZTwaqEJFKenJxgbW0NExMTGBkZkex7KpfLYXh4uOG/r9gGFRqBvrtQoaEKFrEIknjscDiM09NTaDQacByH+fl5GI1GPNiJIFDxJOzNKXvH1t5JtFrtwAksKfuSKg/RKpUKLMvixo0bVCS9aTSatnsLewFaKliCIIjDws/OzmAymcDzPJaXl9t6QtzvAouWJ9W0rEMKdDod5ubmEI1GsbGxAY7jMDExUbVSRVsFS2rBZzKZcPv2bTG6vNkeJBoTBIHLdbW7r4yOjsLlcmFnZ0cU480Io+totIJViWIbVKgFfXehQl0YhkEmk8HGxsaVeOxqwxxJYmB5NPt1Ee20Q9OXardot4JVKpXEQ3QkEoHJZALHcVhaWpJtqON1DFpMuxxUDv212Wxi8p9Uh8R+Flj9+rpowW63XwnB8Pv9sFqtV/4OjRUsqddDossdDgd2dnawtrbWsJigVWDl83lJxJBWq0UgEEAymcTm5iYsFkvbg6wb6cG6DsU2qHAd9N2FClVvykwmg3A4LNq5isUixsbGMD8/39BNXBnN3ssMUh+EVqttuqpT3nuXSCRgt9vBcRxmZ2epFqlKyEVnINH63Rz6269ChJa9h4Y1dIpyq9zW1hYMBsOVuG7aKlhA5z4P0oPUjJigWWBJ2TtlNpuxtLSE4+NjrK6uYnJyEjzPt/RZ1EoRbBTFNqhQCX13oYJIIpEQ7VwajQYsy2Jubg4mkwkff/wxhoeHq24mD3YieLgbBQAcRC/w3v1tPNiJ4s2p6wcM9wokCIHGL5BO0GgF6+LiQhTg+XweLpcLHo+H6tj9SgYlpr0bAuv8/BzBYBDhcBiCIIBlWcnsNPXoleutl+l2BVQOwWwymXDnzh0Eg0Gsra2JB+hGB/v2E5ViolYgyKAILOByrxkbGwPLsnj58qVoG2zW8i5FUAlBsQ0qEOi7CxUAAE+fPkU+nwfHcfB4PK9tTHq9HtlstuoXzT2vQ7QFvr92BLfdiHteOx7uRvFwN4o3p+w9K7TILCwav0A6gVarrSo6BEFAMpm8IsDLe+96EaWC1Tpk6C+5HvR6PTiOw507d7o+Q62fLYLAYApIuSp3DMNgZGREDME4OTnB0NCQpPOiegUiJlwuV81AEFoFVrs9WLXQarWYnZ1FIpHA8+fPYbVaMTU11dT7IOX1rdgGFQBFYFHLwsJCzcOmwWBAJpOpORfinteBcZsR777tw3v3t/Hu275OLLWrkCRBGkIZuoFGoxErWKVSCZFIBKFQCNFoFMPDw9cK8F5EiWlvjsrrgQz9bbcfoV36WWDJ/bpIqFEoFILL5epKRZL8XjkPhlqtFjdu3EA8HseTJ0/EKr3cVkE5rgcSCBKLxbCxsSG6Fch7QavAaiWmvVksFguWlpZwdHTUcPR/qVTq2LWt2AYHG/ruQoWGIAKrGuWVq3Gboa8sgoMY1Z5Op7G+vi4OeeV5Hjdu3JD9cCE1SshFfQqFgmgFTaVSVF4P/S6wui00qglpm82G58+fw263Y2pqquMHNlr6nqxWKziOQ6lUwsrKCmZmZmC3y5eKK+f7YrPZsLy8jP39faysrMDn88HhcKBQKFBZ4RMEoSvvFcMwGB8fB8uy2N7extHREfx+/7WNVFcAAAAgAElEQVQPZTtZWSNU2gb1ej0MBoNSzepzFIFFKY3Mwrpu2PA9rwMPd6NXKleNiKvypEFaGQSBdX5+Llq9isUiCoUCfD7ftT13/QIt8eWdptk5WGTob3l/ndfrHfihv/1MeVBNMpmE3W6/IqSJffzw8FAUGg5H5/ZuWgQWcLmWsbExaLVabG1t4fj4GDMzM7L0ZcldLVKpVPB4PGIgyPHxMdRqdctDijtJtx+6kEpfPB7Hs2fPrn0YIUXARSOU2waz2SxyuZxiG+xzFIFFKY3MwgqHww3/vEaEUy8kDep0OqTTabmXISnltp/T01PodDpwHIeFhQUYDAZ89NFHNa2g/cKgfMmQA/J1CIKAdDothlSoVCpwHIebN2/CZDJ1caWt0c8VLKBz12ll2mO9oBqGYTAxMQGWZbG1tYWTk5OOCQ3aBJZKpYLRaGxrXpQU0BIZbzAYcPv2bZyenuLp06fQaDSw2WzU7KlyWkytViuWl5fFhxFerxcul0tcT7cEFkGxDQ4OisDqUUjIRTnl6YEA8N79bRxEL3qiMtUoer0ekUhE7mW0TbFYRCQSQTAYvDLLbHp6mkr/vIJ0VKvUCYKAWCyGYDCISCQCo9FI7byyevSzwJL6dV1cXCAYDCIUColpj7Ozs031mBoMBiwsLIhCY2JiAiMjI5IeaGkSWOWipnxe1MuXL7G2ttb0+yfVWmjA5XLBZrOhWCxiZWUFgUAAFotF7mV1pf+qFgzDwO12g+M4vHjxQrQNmkymjqQbNoJiG+x/lJMcpTRiEawUWCQ9EEDDoRY/+ugVktkv+l7eu78NANQmDfayRTCXy4n9M+fn53A6nRgbG8PNmzdrHl4YhqHqgKPQHuTpZbFYxNnZGYLBoDj0l+M4SYf+ykG/C6x2DkCCICCVSonVSa1WC47jcPv27ab6Zirf33Khsb29jWAwiEAgIFnFU+6Qi3Kq7YUajQaBQACJRALPnj2Dw+GAx+Pp+H0kt0WwGoVCAXNzc8jlctja2oLJZML09LSsQUhyiZhKdDodbt68iVgshk8//RROpxNqtVq2h1iKbbC/oWtnUBCpd3NJdfMlswVRiPVC0mCvCax0Oi3afgCAZVmx4bbRz5DMwup23LZc0HSYk5pcLidWLsPhMJxOJ9xud0eH/nabfhZYrVBenTw7O8PQ0BA4jsMbb7wh+aFTo9FgdnYW8Xgcn376KViWxeTkZNsPZ2h6wFOrakRS5LrVm0ZbBQuAOCdSq9Xi7t27r80Rk2Of6UaQRDOQgJDDw0Ps7u7C7XbLuh7FNtifKAKLYuodVGpVNt6cai5Z6cFOb9juaB9GSw5ToVAIZ2dnMBgM4DgOd+/ebVkgkaj2QRBYZBYWbU+F24GElhAb2PDwMKxWK+7cuSP30hRaoJEDaqlUEquTsVis69VJ0neyt7eH1dVV+P1+WK3Wln8eTQKr3lpUKpXYm/bZZ5+JIRid2D9pFFjlD6jK54i1M4i3XWipYJVDrpNEIoF4PI7Hjx/D7/fLOkdSsQ32F/1ziulD6gksEtVezQZynb2PCKnKXq0PnoXwzt2xNlfceWjcaAqFAs7OzhAKha5YvWZmZiT58r1u2HA/QgR0Lwus8qG/5aElxAYWj8exv78v9zI7Rj9XsGq9LhKhHwwGkU6nRQvw/Py8LPuWSqXC1NQUOI7D5uYmTCYTfD5fS/cWTQKr0bhv0pt2enqKR48eYXx8HGNjY5J+FjQKrGqvr3wQb61EvU5Bo8AiFItF3LhxAxcXF9jY2JCs6tsqlbbB4+NjuN1uxTbYg/TuKUZB7MOq5bOvDLgg8e2VvVofPAvhW1/xdHzNUiG3jSybzYpViWw221GrF7EIDgKkgtVrVBsCzfN81aG//R5H3+8Cq/z+JvtAMBhEPp8Hy7LUjVQwmUy4e/cuTk5OsLq6Cq/XC5Zlm/oZcu+37eByuWC327Gzs4PV1VXMzs5KNqCZtmp7vfvOYrFgeXkZBwcHWFlZwfT0NFwuV8fXlc/nqQ3ryeVy0Gq1MBgM4lyxTz75BD6fD06nU7Z1EaG1s7MDh8Oh2AZ7EHp2BoXXaCSq/bphw4Ty6PVKG+CDnQge7EQBbCOZKVwJuAAai3aXA9KH1U3LHGlOJ/OpVCoVWJbFjRs3Om63GCSBpdFoekZgVQ79rZxVdB2KwOptCoUCdnZ2EAqFxHAJ2iP0GYbB6OgonE4nXrx4IVrFGg3WoKmC1QpqtRozMzNIJpPY3NyE1WqF1+tt+7BK21DfYrFY93Mi8f4kUe/4+Bh+v7+jryOfz3fdltgopVJJvA7K54qVpw3K9RmT+06lUim2wR5EEVgUI4XAAr6Ib3+wE8U9r10UUma9BuO26hsHzTOxuiWwSqUSotEoQqEQIpEITCaTLNHZgySw1Go11XZIKYb+9rvA6jfKLZ+kUsXzPBYXF6l9Kn8dJEUtEong8ePHGB0dhdvtrnvt9rrAIpjNZiwtLeHo6EiSCg5tFsFmKmp6vR7z8/PitTAyMgK3292Rz7nXbN8GgwG3bt3C2dkZHj9+DJ7nMTEx0fV7gMzoUtIGe5PeueIHkEai2hOJxGt/XjkPi/xvIqZIUuCDnciViPZeoZNJgoVCAaenpwiFQkgkErDb7eA4DoFAQLYvUo1G81okf79Cm0WwE0N/+11g9cMXfuXDFWL5dLlc2N/flzV1TBCEtiuEDocDy8vL2N3dxerqKgKBQM1h5v0isIDL63N8fBwul+tKNa+VB3a0CaxW5k2Ra2Fvbw8rKyvw+/2w2WySr4vGHqx6FT+n0wm73S6+Nz6fr6OplJVUDkFW0gZ7C0Vg9TDXVbDK52F97/0NuO1GHEQv4LYbRUsgmXNF/t4Hz0J4c8qOh7tRUZDROhNLaoFVrSrh8XhgsVioOCwOUgWLBotgZRKk1EN/+11g9Srlc8kSiQRsNht4nsfs7Kx4CEsmk1TsCUD7QlatVsPn8yGVStW1zZVKJSpet5TWU1LBOTs7w6NHjxqu5pVDW2Wm1Th0tVoNr9cLnufF5EWfzydZhZZWgdVIbxgJiyHvDbENdqNFIZvNVv09Stpgb0DPzqDwGq0MG67EbTfi3bd9olh69+3pqmJpbsQs/vk9r4PqmVjtCixBEJBMJsV+Ko1GQ3UfxSAJLLksguRwHQqFrsRqS5UEWY4isOghn8+LD1cuLi7gdDoxMTEBq9Vadf/tx96y4eHhK7OjqjX3N5rc12k6UTFyOp2w2WzY3d3FysoKAoEALBaLbOtph0Kh0NZ6TCYTbt++jXA4jPX1dbjdboyOjrZ9cKdNiBIqK0S1MBqNuH37tphK2UlLJSGbzV67PsU2SD/0XfEKDdPI034SWHEQvQBw1R5YLrTeWbyMaKe594qg1+sRi8Wa+jfVUt44joPH46HyyVo5gySwujnnLJfLiSEV5HA9Pj7e8VhtRWDJSyaTQTAYRCgUQrFYbHr4Nw2HF6nXwDAM3G43WJbF1tYWTk5O4Pf7xcNdqVSi4oDcKasiqeal02lsbm5ieHgY09PTdV8zjQKr3e8zEtzicDiws7ODtbU1BAKBtpMXabhvKmmlskZSKYltcGZmBnZ7c3NHGyWXy9UV++W2wXQ6Da1Wq9gGKUH+HVPhWhiGaSiR67oIXdKL9XA3isNYBolMHu/d34ZZr0EyW7gipCpFVbODiruJTqdrqCcpn8+LB+h0Og2Hw9FQyhttDJLAUqvVDQW3tEr50N9SqdT04VoKaDxo9DupVErso1Or1eA4Drdu3Wp6qGg/VrDK0ev1WFhYeK2CQUsPVqcFzdDQEBYXF3F8fIzV1VVMTU2BZdlr71kaBZZUQlij0cDv94vJixaLperYiV6mmQpWOdUslTMzM5KH3tSqYFWiUqnAMIxiG6SI/rlT+pR6AoscvqvdhOWWvwc7n+DrcxzenLLj/bUjuO2XB4vrBg9X/gyaqGURJAfocDiMYrEIl8tF3VyaZqEt+KGTSP1aiR00GAzi9PQUWq32ytBfhf5EEATE43EEg0HJ++h6dR9pBpZlYbfb8fLlS6yvr8NkMkk2O6oduiH0GIbB2NiYGIJBqnnVxDgt1klCoVCQ3OZenrzYiOispFgsUnvPtJtGTCyVp6enWF9fx9jYGMbGxiS7Jppdn2IbpAtFYPU4JOii2qHhwU4Ef/jTTVgMWhzGLvBXjzL40w9fAQD+g5sc3ru/jQc7Ubz79rQYZEFz7xWhXGCRCGVygNbpdOA4DgsLC31zgB6kjVEKiyBJgAsGg3WH/ir0D8QGTD53i8UCnucl7aOjpYLVjcG/Go0GgUAAiUQCjx8/RqFQgMPhkFVQdLNiRCLto9EoNjY2wHGcLFHdzdCpXieSvMiy7JXkxUYqwFLYFjtFPp+vmZ7ZCAzDgGVZOBwOMZXT7/fDarW2vT4yBLmVNSm2QflRThuU007QxT2vA1+f4/Du2z58+5+uYOf0HHaTFuM2Iw5jGbjtRozbDKKwqqSyT4smstksNjY2EIvFYLFYwHFcQ555BbpptYJF4vWDwaA49JfjuJ6zgyo0R7XPfWRkBHNzcx353LshbGiD7K+lUqljMd6NIodV0W63Y3l5Ga9evZL08NwJOh0mQURnLBbDxsaGmLhb6zOhNUEQaN0iWA3Sx3d+fo6trS3o9fq2kxjbrZBW2gZ1Oh2MRuPA7WFyoZxGKaeVYcOVc7C+9/4Gnp+kcJ4rwm7S4uVpGtlCCYlMHnMjZnzv/Q0cxjI4iF6IYRcAXYEX5YEE5+fnKBaLGBsbw82bNwfiAM0wDDV9EJ2kmZj2bDZ7Zfiry+XC1NQUNfH6Cp0hl8uJn3s2mwXLssrn3mEEQcDo6Cg8Ho8YguHz+bp+cJar50mlUok9N5ubmzCZTPB6vV1fRz26ldZns9mwvLyM/f39uvOhBkVgEUwmE+7cuSP2MY6Pj2NsbKzpvUmqhznltsFcLod8Pq/YBruEIrB6HIPBgHg8fuXPKudgAYBr+HITOU3lkC2UcMdtwddmXPjZ8/Dn/8aOBztfzMCiQVil02kxkADAlUCCX/7yl7BarX0vOAjEOif1lwFt1ItpT6VSYo8dSbuiNV5fQTrKw0kEQRCrk0NDQ11fyyAeSsjDHRJVHQwGsba2Bo/HA47juvaeyP2QyWQy4e7du+LrL5VKVFU1uxmHrlKp4PF4Xgt6qOwZamX4cbfo1NrKkxjLbYONxv8D0os/xTbYfei86hVE2p2FReZgAZfhFe+vHeGrM0784J1beLATwb95cYpcQcCDnSjuee04iF7gwU5UDMLo5rDhygGvBoMBHMfh7t27r23aer1ebOAcBGqFmfQTlRWs64b+Li4u9vx7QdPBjDYEQbiS/EdLOAktPVjdpvxaZRgGIyMjcDqdYghEo/047UJDah95/RaLBWtra3j06BECgQAVD3nkmDdlMBiwsLAgzocaGxvD+Pi4eL3QXMHqdEiJRqPBzMwM0uk0tra2YDQaG678dqK6BlS3DRoMhoF5WN1NFIFFOa1YBMupjFs3GzR4Z3EMD3YieO/+SyQyeXx9jsODnagYeEGEVDcCLwqFgjjgNR6PNzzglQRdDJrAognm1YcQPG9J+jNVKhUKhYJYrYjFYrBarZKHFcgNmYXVL69HCoiYJsl/Q0ND4Hmeqll1gyqKq1WOtFot5ubmxBAInuc7PnhV7gpWOQzDwGKxYGJiAp9++ilYlsXk5KSs65Pz/SHzoSorNsSSRhvdfFgyNDR0pfLZyADnbDbbVsJhLRTbYHdQBFaPUyuyHCAR7Zc9WQfRC8yNmEUboF6jwtfnOADAu29P1+y5kjLwgvTOhEIhZLNZOJ1OuN1u3Lp1q+Gbu97r7jdoE1jMqw+h2vsQRYkEVnmPXTqdRiQS6crQX7lQBNYlpVIJZ2dnCAaDiMVisNls4Hkefr9/4N8bmqh1cK8MgQgEAk1ZoZqhWCxSYzcj1bTKfqRODp6th9x7ZfnA5q2tLZhMJlGI0ka3ryVS+XS5XNjZ2RHvletSDDtVwapck2Ib7Bx07FQK11Jv2HCjGyqpRH3v/Q2s7ceQKwg4jF0gWyjhMHaBtf0YvjbjuvJvyqtf7QReELsP6Z1RqVRgWbatHopBFFjtxpdLiWrvw7Z/xsXFBYLB4GtDf8/Pz3Hjxg0JVkkvRGANIvl8Xkz+S6fTcDqdPSWme2GNUlOvMkJCIDiOw+bmJsxmc0fGItBUwSo/oJN+JI7jxBCQmZmZrldeabGwlldstra2oNPpYLfbqbp3uiFgqkEGOKdSKWxtbWF4eBher/e1ayWbzXZt9pxiG+wMisDqA1QqVU1v+sPdKN6csuM0lcO47bJ/4Qfv3MJv/MkvcM9rx5tTl9Wrb33Fc+XftVOxIrOIQqEQIpEITCaTZIM+gUuBVav3rN/QaDRUVLBI5Ur16kOUPG9B/fMfAgAEvRWlN3+75r9tdOgvTV/CnWLQBFY2mxXFdD6fB8uyPTkAnJYDbLdpVNgMDQ1hcXERx8fHWF1dxfT0NFwuV91/1yg09GARCoXCa2shISDhcBhra2uYmJjAyMhIV65xmsQn8EXF5uTkBOl0Guvr6wgEArIE01RD7p7m4eFhLC4u4uTkpOq10m0BqNgGpUcRWD1ArQoW8EXQRa0m2z97sI/YRR57kQus7MXw3v1tJDMFfPDsMqHvIHrx2r+pjHuvF3hBZtKEQiEkEglxFlEgEJD8S1Gv1yOZTEr6M2lGq9UinU7LugYirpjYPkqet0SRVZp869qKVqXQHh4eBsdxdZ9u93uvyyAIrPIU0H5JfOz36/I6mnndDMNgbGwMLpcLn332GU5OTuD3+yXpJ6FJRFwn9soT5F6+fCmGgHRaWMgRcNEIxWIRCwsLSKfTePbsGex2O6ampmQXyq0O8ZUShmEwOjoq2gbJAOfh4eGO9mDVW5NiG5QG+u5GhddoNOii/OBSKY7+8b/dhVrFwGzQgDNf3rSpbAFqFYOD6EXVxMDyuPfrAi8ymYx4iCKziDweT8dn0gxaBYuGHizB8xaKZVWrkuctFL/63cv/WCawyoV2MpkUhfbs7GxDhyMybJjGw4JU9KPAEgQBiUQCoVAIqVQKz58/B8/zfZH4OOi0Imx0Oh3m5+dxdnaGR48etTwPqByaKlj11qLRaBAIBJBIJPDs2TM4HA54PJ6OrZ9WgUWuHYvFguXlZRwcHGBlZUXy6mazyGURrIZWq0UgEEAymcTm5iYsFguy2ays61Nsg+1D392o0DR6vf61JMFycfTH//oFHEM6DOs1SGTy2P88il2rvrxRDmMZnKZy+NNvLl35GdWCLYjNi/RTaTQaWZ5MD1oPFpmDRROC3iqKrWKhiPRf/7dIp9M4Nd+A1v/vtiy0FYHVO5AKZTAYRDQaxfDwMHiex9DQEJaXl+VeXkcYxAoW0PrrdjqdsNls2NnZwdramviEvhVoqmBVswhWw2KxYGlpCYeHh2IIxnVDedtdD617ZnnE/8TEBDiOE2dn+f1+WUYv5HI5auyKBLPZjKWlJRwfH+Pw8BChUAg8z8u251SzDRoMBuh0uoHdB5uBzrtR4QqNVLCqVXNIFesXL6MY1l9+1BaDFuFkDve8drw8TWPEcrmxvTxNvyaoSLBFqVTCrF2Fp0+fIhqNYmhoCBzH4Y033pCtxE5DRaebyP16iT1Q/P9je8iZRhAemsUrZhKewz/Hxb3fA8/z4NoU2pWzsPqRXhZYxWJRDKkgVmCe53Hjxg3x8Pvy5cu+tNMNag9Wu6jVaszMzIhP6O12e0vVHNoqWI1auFQqFSYmJsCy7BVhIWWFgkaBdd39otfrcevWLUQiETx58qQrEf+VyN2DdR3ENnhwcIB4PC7aBuUUg+W2wfPzc7E/i5Z7kVbouhsVqtLIsOF4PP7an5Mq1tyIGT/6xR6mnCaMWAxIZQtYnrTh/bUjHMYu8M7iGD54lhcthfe8DuTzeXx2FMH6ehIr+wn8is8FjuOuHKLkRKVSDdRhR26BJXjeQmHyK5fX2f3/EU/5/1wcBP1G9gV0uXEUvV5JfpdaraauWic15MuqVyiP0b+4uIDT6cTk5CSsVmvV/Yn0jfabwALkr2D18r5HntAfHBxgdXW16UhzmipYrYg9MpQ3HA5jfX1dEtskgUaBVe89cjgcsFqt2Nvbw8rKCvx+P2w2W1fWRpNFsBIi/mZnZ5FIJPD8+XNYrVZMTU3J+hkrtsHmoOtuVKhKqxUswq2xyxkUp6ksTDo1UtkC/ue/20a+WMJFvoQf/WIP4zYDVnYjeL4fxv/xQRYuI3CYUOFnJ0NYD5tw69YIbrqktzW0S78e4iqRyyJYLBYRiUTEOUVWqxV+gwH37t0TvzjVP/9zlCalGzisVLDoIJPJiMl/xWJRjNHvVnQwjfSyuKEFYhNjWRZbW1tiNacRNwRtFaxW18KyLOx2uyS2SQKNAiufz9f9XNVqNbxeL3ieF6t7Pp+v4+KHhpCL6ygXf8RienR0hNXVVUxNTYFlWWpsg/fv34fT6cSXv/xlWdZDM3TdjQotQUIuriNTKGHcZkA6W8RXfE7EL/L4T5bH8b/83TZYkxqZTAZmVRZqdQG/89XLWR6Pjs/x3v2X+G/+w5t47/62ZEOGpWQQenUI3dxM8/k8wuEwgsEgzs/P4XQ6MTY2Js4pYiwJCBUHC0GigcPAYFSwyGgFmhAEAel0GsFgEOFwGGq1GhzHYWFhoekeiXrJp73MIDzQ6Qbl1Zy1tTVMTk7W7TehqYLVrqAh85CIbdJqtcLr9bYs2gqFAnUVmXw+3/B7ZDKZxIj79fV1uN1ujI6Odux+o/nsUJkgyDAMxsfHwbIstre3cXR0hEAgIGsiKxFa9+/fx6/+6q/Ktg6aofPqUrhCvQ2mlt3owU4EP9kI4tlJEl7XEP718xB+sX0GdS6JePwcUyYjilotxkdcUKlUOC4O43/9yQs8O0kimSngN/7kFwAgJg2S4cM0CC4ST0/rJtlLXFxciGmQpFoxMzNTdU6R4HnrtZ4sMVlw8q22xRYRzv0MLRUsQRAQj8cRDAZxdnYGo9EIjuOwvLzc1tPdfhVY/fia5KQ80nx7e1uMNL/u4EiTwJKqmkZskyQEo9V0vUKhQN0IhEYqWOWUXw9SVvdq/T4auc6+qNPpMDc3h3g8jqdPn1IReX90dISJiQnZfj/NKCfTHqGRA0s1u9w9rwMalPD0IIL9YASzEwxKpSJepRjMTXI4Sufw/CSFdFEN1/DlDX0Yy2BuxAwAcNuNeLATxQ/euSX+TFoqWiRJkLYkoE4ilSWyMg2SDP1ttFpBItuBS3ElxrVLAI2JiVIjp8AqlUqi7TMajcJqtYLjOMzMzEj2Rd2vAgug41DWb9ZojUaD2dlZxONxfPrpp2BZFpOTk1XFFC2vW0q7IsMwcLvdYghGK7PDaLQIFgqFlh7UVFb3LBZL3dmJzUD73lRvrqnVahVtgysrK/B6vXC5XLLcG4eHh5icnOz67+0F6LobFa6l3oFFq9Uil8uJG3L5kM+tSAHJbAGxDFCwuDFsPEEyJ+CXO1H8yrQDOZcA17AOP39xJgor4FJoHcYySGTyVSPb5WbQotpJ0EWrNpDKob9DQ0PgeR4ej6elL0Hm1YeX1azYfkvruQ6lgiU9ZDZZMBhEKpWCw+HAyMgI5ubmOlIR6FeB1Y+vqR7dfM1WqxXLy8vY29vD6uoq/H4/rFZr135/M3SiH4yk65HZYWNjYxgfH2/o4EyjwGq2glUJqe5J3X/U7ro6TS6Xqxv2oVKp4Ha7wXEcXrx4gaOjI/j9/q5WMQVBQDQahdPp7Nrv7CXouhsVrqWRJMFwOIx0Oo2zszMYDAYcFYbwWcKOYCYHlyWDPDJgGCCcyuFbvzKJYCKL7//9m/iNP/kFxmGAXqNC9vN+rb99GsKQ7ouq1j/8Z0/gGtZhbsRcdSixHCgCqz6VQ39tNltTQ39rodr78PMqlrQHMI1G0/efq0ql6ngqZC6XQygUQjAYRC6Xg8vlwtTUVMeHgPc7g/bedduWp1KpMDU1BY7jsLm5CZPJBJ/PR5146OT7QmaH7e7uYnV1FYFAAGazuea/oVVgtWvvK+8/evHihRhbbjQaW/6ZNAdcAK/3YNVCp9Ph5s2biEaj+PTTT+F0Ojs60Loc8vBl0PbERqHrblRoCjKPJhQK4fT0FNlsFh6PR7T6LOGyB+v/Wb2MY592XVrpiiUB6/txZAslfO/9DexHLhBKZmHQqnGSuAzL8DiM+Bf/9a+IQgr4Qky9d38b777tk+MlX0Gn0yGdTsu9jK7RqHUum82K1ctsNguXy9Xy0N9GEGzS2gMGJeSiExWs8/NzUVQBEEcrdNtGq1SwOgPZ8wE0FW/eDnL1PZlMJty9excnJydYXV2FV6IxEFLSyYOlWq2Gz+dDKpXC1tYWzGZzTZscrQJLKiFDhEQsFsPGxkZNG2kj66ItEKScViLk7XY7lpeXcXBw0FYvXzNEIhE4HA5FYF0DXXejwrWQC7jy8Ox0OuF2u8XDM8dxV/7dPa8D2UIJq/sxrOzFkC2UMGYz4OVpGvmiADUDFAUBRq0aoWQOeg2D81wRrmEdvv1PV7Bzeg6zQYOvz3F47/5LPNyN4iB6Icdb8Bp6vR6RSETuZXSNWrOwyi2hQOcO1iTcgontgYnvQ7X5a4DBCib2LgTbhBJy0SBSCSxBEJBKpcTkP61WC57ncffu3ab6N6SmXwUW0P2ntYVCQUz1TKfTcDgcSCQSCIVCXansCIIgW7AEGbrqdDrx4sULXFxcIJPJNJ1q2csMDw9jcXERx8fHotBkWfa1v0dThD2hmRTBRrHZbFheXsb+/j5WVlbg8/ngcDTnoqF5BhZw+VCjlc9SpVKJaZzltsF2qn21ODg4gNvt7sjP7gcUgdUjpFIprK+vQ6VSgWXZ1w7P+Xy+6rBhACiUBCxP2rAVTOHPvv0G/os//RhvTNqwfhAHa9HDOYMzp6QAACAASURBVHS50Ri0Kgzp1PjBO/P45FUM777tw48+eoW5UTMe7kZxz2vHu2/78GCHDlEzqBZB4PX0NzL0d3FxsaNfHJXhFoTiV78r9mS1izIHqzbE9x4KhXB2dib20sk9hLKcfhVY3XpN5fbObDYLlmUxPT0Ns9kMQRDEB221DtxSUSqVZH9CTYauJpNJPH78GKOjo3C73bKvq1swDIOxsTG4XK4rNrlKoUnb+9FqyEU9VCoVPB7PldlZMzMzDT9UotkiKAhC2/uMXq/H/Pw8IpFI29W+WigCqzZ0fBsr1MVoNGJpaenaw7Ner686C+vBTgT/4tExXp6mMWY14Hvvb+AonsGXpuywGLSIpvNIZQvQqlUwatVI54r4H366BYa5tAQ+O0kimS3gg2ehz6tYX1gG5Q69GDSBpVarEY1GEYlErqS/0dKf8EVPVnsoFsHXKRaLODs7QygUQiwWg81mA8/zCAQC1MRWl9OvAquTkFEJwWAQpVLp2io0ETykskNS5wKBQEeqlrREo5dKJeh0Oty+fVvsTZqdnZVl8LVcopPY5CKRCJ48eQKe5+F2u6FSqai83zodJkFmqZ2enjYVCpLP5ztW1WkXKUWpw+GAzWZrq9pXCyWivTbyn8oUGkKr1dbcQA0GA7LZ7Gt/fs/rwFk6jz9/uA+GuYxdnxsx47bbik9eXVoGZ3kzfuvLE3i4G8XD3Rj+/TkWBq0ab3jseLgbxbtv+0RbIA29V4RBiPMmQ39DoRDi8Tj0ej0CgUDH0t8a4Qub4D4E2wSY2B7UP/+hZGmCSgXrkvLPPp1Ow+l0Ynx8XBz4rNB9pI5HT6VSorVXrVaD53ncvn27YQucTqfD/Py8mDo3Pj6OsbExSddIi8AiFrjy3iQpBvS2sxa5cDgcsFqtV9IWadwTunXtuFwu2O12UXj7/X5YLJZr/z7NFkGp11ZZ7Ts6OsLMzIwkNtvDw0O8/fbbEqyyP1EEVo9Qb/OsVc0pli6FWSiZg8VwOTD4X3162QT/8jQN3qyH2aCBxajFiFWPo1gG+9ELPNqPI8AP4b3723h2kpT2BUkAjV8oUlA+9LdQKIhVqkwmIzaVykm5TVDzL78jhlwItglJBg4PcgUrk8mIn30+nwfLsvD5fFUHPtNMP1ew2vkcBEEQ+6fC4TAMBgN4nq/pTmgEp9MJq9WKnZ0drK+vY3Z2VrK4ZhosgmQd5Yf14eHhKwN6fT5f1+Ki5RZYwOU+6fV6xbTFbDZLXdBFN68bIrzT6TS2trZgMpkwPT1dtRpEs0WwmQTBZiDVvrOzMzx+/Bg8z2NiYqItAXx4eKhUsGpAz52oUJdah5ZqG9mDnQge7kbxi5cRHMczOM8VYdSqEU5lkc2X8CpyDr1GhUmHCR+/isGs1yBfLOHdt334336+g2y+iJ89P8XX51hYDJeb0Xv3t2WNZq9Grw/drAwq0Gg04DgOt27dumJjKJVKHY/2bhbBNikOGZZq4PAghFyo1WpRYKXTafGzJ0E1N2/e7Oo8E6npV4HVymsiPXPBYBCRSATDw8PgeV7SwanAF8NZGxnW2wxyhlyUU03UlA/o3draEgf0dro6QYPAIgwNDeHGjRvY2NjA6uoqPB4POI6T/TtRrvt/aGhITJ9cW1sTQx/K3w+aUwQ7XV1zOp2w2+3Y29vDysoKZmZmWk4kVQRWbRSB1UPUO7SoVKorGz8RQZvBFI7jGXxjYQRbwRQWJ2x4c8qOv3sexkfbEXz/79+E2XB5KfzseRhjNgP0agbZPGA3aaFVXW5MP3jnVodfYfPodDqqN8vrKJVKiMVi4qFraGgIHMfhjTfeuPbJWq0UQbkoTTZWpWomAEPug0GnEQQB6XQa8XgcH330UdcCSrpJvwosoLHrs1Qq4ezsDMFg8ErPnBTz5+pRPqx3ZWUFs7OzNe1S9aDFIlhrHXq9HgsLCwiHw1hfX4fb7cbo6GjH9hLaKkWlUgnDw8Pw+/148eKF2JMnZ5+RnO8R6VF0uVx4+fKlGApC+hlbTenrBp2qYJVDZs1V2gab+b2kGt+tcRG9CD07hELbkKCL8qboe14Hgsks9iLnYADc89ph1mvwcDeK+EUeNpMW3//JcxzGMhi3XXpyLy2BKSQyl4f5//OXe/Cxw1WHCz/YichazdLpdMhmsz1xMC0UCuKhi2xMzQz9pUFgVQql8v9dS2xJFYDRq5RKJbGKEY1GYTKZoFar8eabb1J1UFOoTa1qORnqHQwGkUql4HA4MDY2JkvPXPmw3ufPn9edoVQLWgRWI1UjlmVht9vx8uVLrK+vXzlUd3st3YTEoWu1WszNzUkyK0qKNcltw9NqtZidnUUikcCzZ8/gcDjg8XhkXVM9crlcWw9EmsFoNOL27dtiSMjo6CjGx8cbul7IXkjD3kAryjd7D1HvS5oEXVR+obwIpcT//ebUF8EVAPC99zfwzuKYON/qMHaBBzuXfzeZKcBtN+I0lYNKharWwMv4dnkFFs1JgtlsVpxhQ4b+Tk5Owmq1Nn3ooiHUY9CFUjOQobBEUDscDjEZrlAo4NGjR30rrgalgpXL5cT7O5PJwOVyYWpqqmNDvZvFZDJhcXERR0dHWF1dbalPiRaB1eg6NBoNAoGAeKh2Op3weDySvgbaBFZltYjMiiJVTL/fD5vN1tU10SCwCBaL5coQXpot6N2oYFVCQkJevXqF1dVVzMzM1L1ewuFwxwcZ9zr9+e3epzQisKpFtW+H07AYtBjSqXHP68DD3ahYeXLbjbjndYgi6Tf+5BcYtxmwshdDIlPAZ8EU8iUBa3tx/KN//il+LeDCf/cfzXXk9bUCjQKrU0N/aTiwXQdJFiwXX+TPCM0GYPRib13lgdvpdFYV1FINGqaVfhVYgiAgn89jb28PwWAQxWIRLMsiEAh0LS682feVYRiMj4/D5XK11KdEy33YrKixWCxYWloSD9VSioxCoUCdwKoUM+U2sK2tLXFWVLdED00CC7i8DyYmJmC1WvH48WM8efIEfr+fuqHVciUcqtVqTE9PY2Rk5Ipt8Lq1HB4eKjOw6qAIrB6i3pecXq+/EtVOQi62w+fQaRj88/VjrO7HMW4z4MFOFA93ozDrr14CcyNmuO1GuO1GPNiJ4n/6Bwv4z/7JQ9hMWvya34WjeEb8uYRq1sFuQYPAIkN/Q6EQTk9PodfrwfM87t692/UnUZ2gEaFU/t8JlUOJmwnAICEQNB1irqM89bHRA7cisHqL8/NzBINB7O3tQaVSYWJi4rUQGtqp7FOamJjAyMhI3e+VXqtglaNSqTA5OXklBMPn87V98C8Wi1RVn2sJPmIDC4VCWFtba/hzbxfaBBaBYRg4nU7wPP/aLDEakPvaMplMom1wfX392tliisCqDz07hELbGAwGxONxALgignysCU+Pk+Aterz79jQe7kbhthurzrSaGzHjZ8/DGLcZkMjk8V/92SpOElmksgX8f5+d4VXkHOFUFl+bceFbX/Hgvfvbss7G0ul04mvuJqSJnQx+NZvN4Hke09PTHd8cu/1EuZZQYl59CPXjH4OJ76HkeUuMbW8nph34IkmQRoFFQipI8h+ZX7SwsNDw09B+EyCV9Prrq0z21Ol04Hke4+PjMBqNGB8fl3uJLUP6lLa3txEMBjE7O1tTKNIisNrZD4jICAaDWFtbaztpr1gsUiUeCoVCzb2HYRjwPA+n04nt7W2cnJxIGuVfDVoFFqkQVc4Sa8QW1w1o2DcZhgHLsnA4HNjd3RUrwFarVfw7BwcHSoJgHRSB1UM0UsEiFkFi+3uwE8HfPLmceTVi0eMPf7qJZKaAN6fsVypPAERBds97+f8/O0ninbtjWN2L4cOXEZznihi3GZArCPjZ8zDmRs0deZ3NUFm16ySVg18dDgdGR0e7OvRXq9VKOum9HcSBw5+LK9WryypW8fZvviauGk0bJJBZWLSElwiCgFgshlAohLOzMxiNRvA8j+Xl5ZY+CxosVwpXKf+MT09PMTQ0BJ7nMTU1JT402d3d7YvPTqPRYHZ2VgxDqPUUnxaBVSqV2np4xTAMRkZG4HQ6207ao+3hT6OWRfK5x+NxPH36VAx96MRryefzVI6aKLfgkVliJE2v2zbKSmiznpLZYufn59ja2oJarQbLshgZGcHh4SHm5+flXiLVKAKrh2g05KKce14HplkTzHoNzAYNZkfMV4IuylMAyf8tr0olswX8g+VxfPQygmyhhEz+qq2JiDO56LRFkAx+DQaDKBQKsg9+1Wg0sj4ZLBdKX1S2PrcMfi6qhIo+LMHTfDVLo9HI3ohcXqWMRqOwWq3geR4zMzNUfQnSSK9UsEqlEiKRiJjuWO8zpuU1SbX3kDCE3d1drK6uYnZ2Fmbz1QdnvdqDdR0kaS8ajdYVl51ei1Q0+9DNarWK/WmkeiN13DYtDwIrqTbWhdjiwuEw1tbWOh7zfx25XI7KtgKTyYQ7d+7g448/xq//+q/jm9/8Jo6OjpQKVh0UgdVj1Dq4lA8vLWfaNQS9RoX4xWXENwm6AGqnAJr1Gry/fgQA4C16hJJZJDJF5IoC9BoV3rv/Uox2lytJUGqBRaxBoVBItH9VG/orFzREtQOA6uH/DiYbBxPbByBAtfcRBL0FAr9wpUdL/fgvUGjBKkgqWN2mWtR2t6uU/QDNAqtauuPIyEjDnzENYkNKVCoVpqenwXEcNjc3YbVa4fV6RQFBUwVLynXY7fYr4jIQCDQcj03bHKxW1kP60ziOuxKCIZVrgGaLYLX+WDLk3eFwYGdnB2tra10NrwHkSRBsFIZh8Oabb+L+/fv4/d//ffzyl79EJBKRe1lUQ88OodAQjRxcXnviKAAPdqKwGTWwGrV47/42DqIXeLBT/eYw6zXi37EYtDiIXiB2nseo1YCSkIFec/kl9+7b07JGtAPXi8pmEAQB0WhUtH+Rob+t2r86idwCiyQFMtk4BL0V+Nyynv/cFqj++Q/FKpfgeQvMz3/Y1JBhAunB6gblUfq5XA4ulwterxdms7nvDtPdgjaBRey9wWAQ5+fnLY9LoOk1Sc3w8DCWlpZweHiIlZUVzMzMwOFwUCOwOlE1IuKS53lsbm42PC+MxgpWq4LPYDCI1RsphzTTLLBqiUiNRgO/349kMonNzU1YLJaWZ8hJvTYasNls+OM//mN86Utfwve//3385V/+Jf7wD/8QDoe8Z0EaUQRWn0EqOuVPQabZIei1KnidJuycnb/Wc1WZAvitr3jEPz+MZfCDd27hH/7fj7F9mkYmX4JZfyng3rv/Eu+vHeGdxTHZhVazkKfYoVAI8XhcHPobCASoOExcBw2zsACAie1DFf+wqi1Q/fgvwMT3Udq7/DPNz3+I0t5bV4Iv6omuTr9OkgondZS+whfILUay2axo783n82BZFjMzM23be+UW3Z18XxmGgdvthsvlwubmJoLBINRqNRV7YieF3tDQEBYXF3F8fIzV1VVMT0/XnPFDo8Bqdz0k/ESq6g1tVT5Co8LPbDZjaWlJnCE3NTUFlmU7ev9ns1nqBRZweS8aDAZ88MEH+PGPf4y3334bv/d7v4ff+q3fomKvoAX6rn6FmjQ6C6tcYJGv4799GsQsb74y96paCiBJIHywcynAvvf+Bl6EU8gXAc6sg1GrgkatoqKCBVy+J418+eZyOTFOm8woInHLch+aGkWOCpYYZhHbAxPfh2rz18DE94FSESoAgtoAzb/8Doq3f/PSFhjbu/oDMq+nPNYbWCx1BUsQBCSTSQSDQZyenkKr1fZVlD5tyHU/XVxcIBgMIhi8DPbhOA43b96UrNlebtHYLUhVIxQKYWtrCxqNBg6HQ9Z9stOihmEYjI2Nwel04rPPPhPnhVXbH2gTWAAkOdhWVm9sNhumpqZaeq209O5VksvlGq6skRlyLMvixYsXOD4+bjkYpdG1ddOS2CqhUEhM4fzN3/xNfOMb38Af/MEf4Bvf+AZ+8pOfNPS5f/vb38Zf//Vfg+M4bGxsvPbfBUHA7/7u7+InP/kJTCYTfvSjH2FpaakTL6djKAKrx2h2FhbwxaEgmMjhv7xXu5G1PN79nteOD56FcM9ux9yIGY8O4tg+TYMz63HHbaVCXAGXrzmXy1WNqa029Hd2drZnKxVarRYXFxdd/Z3lMe2av/hPwRisQHwfwuidS6FlnYBwuiVWrgAAmTjUj38MpMMQHDMALkVVCWjILihFyAWxfgaDQUQiETEVrlt2j3oQGx2Nh5B26ZZFsDwyPxQKQaPRgOd53Llzp2MDRPvx86oGifaORqNIJpN48uQJAoGAbINZu2VV1Ov1uHXrFs7OzvDo0SOMj49jbGzsyudOm8CS+l4j1RtiF/X5fHA6nU39DFrvE0EQmr6OdDodbt68KaZusiyLyclJya9HmnuwyqmcgWWxWPBHf/RHiEajDX/u3/rWt/Cd73wH3/zmN6v+95/+9Kf47LPP8Nlnn+HBgwf4nd/5HTx48ECS9XcL+U8ZCpJCKliEBzsR/N3zMJKZS7vVw93LAcPEDliZAlhZ3fr6HId33/bhvfvbsBg1sBi0OM8VZU8PLEen0yGbzcJgMEAQBCQSCbFSodfrwXFc31QqtFotEomELL+befUhmGL2MpIdABPfh2CdQOGr370UT59bAEnIRfGr34X2n/ya+L/FgcWfDyVW//yHYGJ7VWPd1Wp1S+ElxWLxynwym80GnucxOztLnXWBDBum6aAmFZ0UWJX3OInMf+ONNzre8zEoFaxKvF4vCoUCHj9+fO3g0U7TbVHjdDphs9mutczRIiA6dU0SuyjLsmKE+XUVvUpKpRI170857b5XJHVzf39fFJ5S9h71Qg8WcP0MrGaSKL/2ta9hd3f32v/+V3/1V/jmN78JhmHw5S9/GbFYDMfHxxgdHW1lybKgCKweo5EK1nWDd1PZ161l9apQZr0G33t/A89Okvia34VEJo9UtogSRQcNrVaL09NTHBwciEN/OY7rytDfbiNnyIXgeQsFfPcyvCL2HSATh2CdvBRN+KLXiiQLEqHFZONXkgWJCCt+9btQ//yHVStazVSwKgMMnE4nxsfHMT8/T+WXPEERWI1TKpWuBNFYLBbwPA+fz9f194/ma6oTkMqRw+HA8vIydnZ2xEj3btqZ5AjbUKvVmJmZES1zdrsdHo+nq2uoR6f3EFLROz09xaNHjxoS2LQGXBSLxbbPBCqVCh6PBzzPX0lflOIBLq19a5V0Y8jw4eHhld/hdrtxeHioCCyFztFIDxbpPwAuBdRe5AIniQz+2crha/1WtTDrNUhmCziMXVbE/ubJCTQqFYb1avy/m6f45FVMrGR12y6Yz+fFqOVoNIrh4WFMT0/3fZy23CEXRAwJtkmU+AWU3vxtAJfVqJLnrUvR9K/+EZhcGkxsH6XZvwf16o8A4ErIRT3qxbST+WShUEjSAINuolKpUCwWqTyI0ECpVBLvcRJEI3c1chArWOXCplxwPH/+HA6HA1NTU135POS05RHLHJkbRUPQEKFbh3KXyyWGYJBY+8qZaQRaBVYz/Vf1IH2KzQjPRuiF76+joyMsLi529HdU22t74b0pRxFYfUalRbAclaq5i5OkCQLbeLATxdfnOGjVDP7tiwi+fpNH8fN49FqztKSk2qF6enoayWQSuVyuaY94LyJ3TDtB0FshcPNgnv8NVKEnUO39AoJ1Euqf/xCq8DMUA38P6sc/BhN8AsHpB/BFDxZwmUJIqlqV1S2geshFea+NSqUCx3GYn5+nYj5ZK5AKVj/SagWrUCiI1ch0Og2n0wm32931IJqLjz+G8Utfqvrfeu1Lvl2q9QmWC46VlRX4/X7YbLaur6ObMAyDiYkJuFwuPHz4EM+ePcPMzIzsQqKbVQ8isFOpFLa2tq6NtadVYFUbMtwuRHiSeWp+v7/heWrlFIvFntlbKqtLncDtdmN/f1/8/w8ODjA2NtbR3yk1isDqMRiGqXl4qTyAX/ZghZDKXh5WKyPZq0HmY72/doRnJ0lYDFocxi7wwbM8svkS9FoVDmMX+Gj7DADgtnfmgHvd0N/KQ3Uul0MqlerIGmiDFoHFZONQrf9fEJw+CDYPinor1J/9LQr/8XtgYu+i9OZvQ/34LwCDFYJaL/ZgEQFFhg8Tq2AlGo0G+Xwe8Xhc7LUxGAzgOA5LS0s94VOvhyKwLiHpnsFgENlsVnxwIuccsotPPqkqsGioYHV7DddZ88igWpZlsbm5CaPRCJ/P17HDPi2Hz/+fvXePjuuuz70/e89do9GMRtKMNLrfbUd2bEt2IG4gIeT0hYJpoe0KJ+HthRSTEkrbUA49fWlI6TnrJYV2cQIvcVowbQkESmljh1BoSQLBgdiS7fgSW/JFliyNNKPLSJr7be/3j/HeHsm6jKS5ydGzlpdHM3tmfnv27D2/5/d8v8+j0+koLS2loqKCkydP0tDQgNPpLNj4ClFWVlpayq5du1QL8+bmZqqqqtTH4/F4UZa65arHSaPR0NraSjAYZGBggJKSklWfCwvjdYoZo6OjNDQ05PQ99u/fz5e//GXuv/9+XnvtNaxW64YqD4RNgnXLYeFF/o5mO1enQnj9UYb7QhmVCB676uPj97RyR7NdJWQjPiOff38XX/zPi3j90es27tOpRthyU0bELRMsDP0tKSnB6XQuO6lezDnxVkWxTDKEyUsIQQ9yRSvC7DUEz1mE2WtojzyCOPwqum++L2WCEQshygnV4GIxa/Z04qX02rjdbiYnJ1VSfSv2072ZCVYkElHt1CVJKoocsuVUqzczVup9MplM3H777YyPjy862b7VoPTxOBwO7HY7ly9fZnx8nI6OjqzFAawGherbSbcwV0wwFJfJRCJRlApWNksEF4PZbGbnzp3qubAa8r1RHARlWSYcDq+7//KDH/wgL7/8MpOTk9TV1fH444+ri8cf/ehHefe7380LL7xAW1sbJSUlHDp0KBvDzyturRnLmwQrTV6U3g6NRsNrg9OcH/eTSMoIQmYK1kKM+MKMzkR48qXLeP1RXr0yjT+SwKAVKdFr+P5JN3ubytXA4dcGp1dFshTnN6XXQnF+a29vz6jmXglX3kRuIQwdVa3YhalLoDVc768SkLUGpIY7IeCF0BQYrCAloawGvG+kLNsXgdSwD+Hqzxk3tuHxePD7/WrocygUYseOHXndx3ziViZYcLPSkl7iqRDnHTt2FMz2W0H4+HEA5p47TLi3l8SoG22ti+mvfhUAU0+PSrwKXaZWCGRiLiEIAjU1NfMypDo6OjbEhHG1SO8F02q1dHZ2Mjs7y7lz53A4HNTX1+e1R7DQxgh6vZ7bbruN6elpTp8+TXV1NZIkFWXpdjwezzkJVs6FyspKrly5ohLPlRaPNoqDoPL9X+918Nvf/vayjwuCwFe+8pV1vUehsUmwNiAyDRtWTugKc+qktZqWXrlJz78a8YV58Ou9ANTajOr/e5vKGfGFaaks4fWRuUWdBJXXWYlgLRb6u9ZeC51O96YjWIWY6MmN+0g07kM8dhDNiUOgNSI1vx1x+gpE/YhDRyEZBX0pIEMigjB+GgQRwXMWjGVoj3wc2VZPzLWXcWM74YsDlHhHCNTM0tDQgNVqVRcQLl++nNf9yzduZYKlHEPFTn1iYgKDwbCiGl0IhHtT1zpdrQv7ww+rxMr+8MOLbv9mJFiZ7rMy2VYypOrq6qipqbmlPrPFCI3VaqW7u5vh4WG1D8dqtRZsPIWA4jI5NDSE2+2mqamp0EO6CbFYLOe9ggp0Oh2dnZ3Mzc1x/vx57HY7jY2NSy4aR6PRorouLoXx8XGcTmehh7EhUPizchOrRiZW7QrBSs+1em3Qt2SJ4ML8q8+/v0u9nf6cY1d9fHhfEweeOUkolqTWZuLj97Soz/0f3785kVtBKBRSSZUsy1RVVd2ULbIW3MqugYtBcRLMdwmGUuanef1bIIjIUhxKnUg6M+LQz0l2vguMNoSZYRLv/TL6L21TDS7iDz6H/OL/Zrj1AbxeL6UDp6iN/4h63xmElreB59/Bc8Po4laakC2FW5FgybLMzMyMalJRXl5OdXV10YQ7L0T4+HHCx1MEy7Snh+mvfpXw8V50SzRTF0MPViGw2mtsRUUFVquVK1eucOrUKTo7O9elHBRTrtJSboaiKNLU1ITD4aC/v39NfThrQSKRKLgKrECj0dDS0kIwGGR8fJxQKFRU5d2FMN8oKyvLKLQ5n+RvPRgdHaW2trbQw9gQKI5v/SayCqPRuGhPkqJGrQYjvrB6+7XBaUZ8YY6cHgMgmpCYDcfUx5QQ41pbqidLlqHLoafeEGFychK9Xo/D4eD222/PSenIm6V8RzG6yPcPhdy4j2TjPsRL/wnJOFLrO0m+7dNo/+VDqbLBiQEQRMTpS6mA4WQcJgdIoCP65FuRtSZKLFvYvv3dGI2pkishLZT4zYa1EKxeTy89zp4cjWhtkCRJDXf2+XzYbDZKS0txOBxFuYoNKWI199xhEm43AJLfz+w3n0HrcmHo7EQGpr/6VbU8cOafv4ntQw8WdtAbDFqtlo6ODrV8rqqqioaGhjUtiBUiA2sprGQXX1JSMq8PJ9c9acWiYKVDlmW2bdvG7OwsJ06coKmpiaqqqoL/PheqDE8URerr63E4HFy8eBG32017e/s8YrxRFKyRkZGcG1zcKiius3ITGSGTEsFwOHzT/e/flZnFpZJttRROXpslGE1SoteQkGQOvjKIgEBlqZ5am5HhqSAtpQkaTTEqJRsWiyPnK9iKrXex/dDkAoVwEhSPHUQz8ELqj9A0QmQG8fJ/IZurEIITyNYGpI53oblwGP9tHyIxehJdKMRs9a9QNX2M0kSQZPfvYtzzflUJU1976CjwxKpysm4FrIVg9Xn7ioJgJRIJNaPK7/dTUVFBTU2NmkN37dq1olbnTHv2qH1VSkkgoJYIKuWBSn9W8KWXsH3owTfNIk42sbB8mEqg/gAAIABJREFUrqOjY9U21oXMwFqIRCKx4ljSe9IuXbo0zwAiF+Mptt89xQ5d6UVK/wwK2ZtV6M9KCW2enp7mzJkzOJ1O6urqEEVxw7gI5sOi/VZBcZ2Vm8gImZQIzszM3HR/JsYTCw0q0i3Y08sI3/PlX2Ar0dHhKOWdWyr46x9c4ILbhyTJaDQi/T6ZqNZOl8VFdXXuM7IMBgOxWKzofmhygUKEDUt7D6ihwvq/60DqeDdSWR1CdBYCHmKl9cT7nkXrv8ZY7W9SXdGMse42TKIANfth6Kj6fEUJg5RNe+KuTy1JrG7lCe1GKxGMx+OqnXokEqGyspKmpibKyspuOkYb8ZiZem4mrovZtRdy32RZ3pBlikr5nGLpvlR+0lIoNgUr03Hr9Xq2bdumGkDU1NRQV1eX1e9QoUnDYpAkSSWhOp2OrVu34vP5OHv2bEGMQBQUy++J3W7HarXO69kr1uywhXC73ezdu7fQw9gQKK6zchNZwXJhwytBMbpQ/ofFnQdrrXqmA2FefGOW+yp87K01MpcsxRtMUmszqj1c+YJerycajRbEJjffKGgWlpSAZAx58gLClZ8SMjgQkjpKPCfRa3TIlmpaY2cRL/4HssGCGAsiG21gLEP3zfcBkOx4t0q2gCXJlUJAimXlOtvQaDQZEaxeTy993j7174NnDgLQ7ejOuZqlhHt7PB4SiQQOhyOjvsm1Bg0XAgqxUoiUqaeH8PHjRC/043/usNqjNfr7H0YXChJ+x72Uf+QPCjZe2JgEFlI21un5SUv1oyxEMSlYyWRy1aVcigGEEkbb2dm57t5jBcVIsODm72h5ebmqZPb19dHR0ZE3IxAoHnKlQKPR0NzcjNPp5OLFi0QikaK1t0/H6OgodXV1hR7GhkDxnZWbWBErhQ2vNxdqoeHFx+9pRZZlgsEgly9fZmJiAqcmhl/UMBMT+PIbWvzRBP5IhGhCYi4SX7VV+3rxZrJqLwTBEoaOIl/5GaGZCURJID7jQdCbkd7+Kcr6voKs70A2lSMOH0Wa7EcQNQjxEHJZLYm7PoX26BeJP/jcTa8rNSxdEqiUfRbLxCrbyETBUnquFCJ18MxBDmw/sOxz1otQKKTaqQuCgMPhoKura1WlPRuKYC2SfTX91afQuVxY3rcfAP9zh3F87q8YNJupXMQAYzNDK3Mo+UmVlZUMDAwwPj5Oe3v7sqSl2BSstVyTlDDaQCBAf38/VquV5ubmdV/fio1grRQhoxiBDAwMYDQaaW1tzQupKNbw45KSErq6ujh27BgnT54seudNt9u92YOVIYrv27aJdSPTlXEF6RbtcEOx2tNYTjgc4cKFC2ror8Ph4FzcwSvjo+g0UF6iI5aUGZ2JUF6i4+9+azuQWTliNvFmI1iL9djlAjcm21ooeQftyV9i1YhozBYoqUQ3eQph6iJy5Tbkmgbk2WHkhjuRA17kMheU1iCEp0CW5wUKLwdlO6UUciM0/q4FoiiuWOqZj54rWZYJBAKqnbpOp8PpdLJz58519QRsFIKlkCPlf9OePZh6e4mPpgww7A8/TPh4qlRQPndu8ddYpJQwVyjWiddqYTAY2L59OxMTE5w6dYr6+nqqq6sX3b9iWmhZ71hKS0szcpXLFMVEPiGzz6ekpITbb78dr9fLyZMnVxXIu1YofWHFiHg8jtlsZtu2bQwODnLy5MmsOCxnG7Isv2kqhbKBTYK1QZHJCnGmkni6YvWln1zig9vLUqG/7jEajCbs9vp5ob8froVQQmZHrZU///dztFaVMBmIUl1mnEfU8q1gBYPBvL1fIaHVanOmYMmyjN/vx+PxzHN+7K4IYzz/PQTPWQRAFnWp2xojkqUOuWEvRGYg4EXs/wFCPAyxIMLFHyJ4zqbUrcv/pfZeQco4Q4jOzrsPQBw+SrJxn6pg3apQAsEzgaJkdTu6s/LesiwzOzurHueSkhKcTic9PT1ZWU3eSCRAycFSgoYB4qNuIr29JNwuZkq/ifmee1KGFyUlG2rf1ot8kOSqqirKy8u5fPkyHo+Hzs7Om9TSYiIR2VCMBEGgrq6OqqqqjFW8lV6vWJBpL5EgCDidTux2O1euXFHDqXM1eS/mIF/FQVCr1dLe3o7f71dVzqampqJR3hSDl2L6vhUziuOobWLVWOkLrig6maxAx2IxJiYm8Hq9jI7O4qurWTT0d6HS9Z3eEeYiCa5OhdjbVM75cT8wv1crXzAYDPh8vpU3vAWg0+myanIhyzI+nw+Px8P09DRmsxmn07mgCb2eRNvdaH76/6Lp+xokIsjWesTpiwBIM9cQZoeRbvsNpIZ9aE6nUtql2h6w1EAsgHDtlwinvwPWOuTG1DZS57uXHJdWq73lCdZiSvPCnqvHfvkYY8FUNMJ61CxJkuYd57KyMqqrq2lra8u6OrCRSgQTo27C9CIAYqmFWH8/kd5etC4XWpcL/+HDVH7qzwj39iLfdZf6vJl//iZSwK/+rbgRKtbuuUI+e0ny9V5arZbOzk5mZmY4e/bsPHc1uLUUrHQsVPGKvTwsE6yWgCqBvLOzs7zxxhtUVFTQ2NiYdUIdi8WKtr9p4VzNYrGwe/dutVexubmZysrKgn8v3G431dXVBR3DRsImwbpFoRhdLEWwFgv9bW9vZ1t4is7OxkWfs7A36+9+azsf+/br7GywcXUyyH1bHUsGGecaOp1uXX1nGwnZ6MFKJpNMTU2llMrZWWw2G06nk87OzuV/2ErsYLCAqAUEZGs9UuO+61brqZ4qwXMWwXMOITqLZG9DcJ9MqVuiDu0rnwetEdnVjTB7DUg5CQozw6nXs6XsX7VHHsGVMCMm3g62pUnYRsZSBGthz5XL7MJlds0jV5nmYS08zna7HafTyZYtW3KqCBQ7wQofP074ehlgpLcXeq/ff/IkciikbqerdaUeT4MyyZECftXOXbF2z3UvVjKZJBQKYTabc/Ye6ci3cmSz2di9ezdDQ0OqGYTFYikqBSsXZE9R8VYbzFyMLqRrdcOzWq3s3r2bkZER+vr6aGtro7x8+ciY1Y6r2BWsdCi9ilVVVVy6dAm3211wm3u3271pcLEKbBKsDYpMrNojkYjq0iPLMnNzc3i9XiYnJ9U+ix07dszL5vBHPRmPwaDT8K7t1bhnwgxOhuhylfHa4DSQImP5NLpQbNrfDFgrwYrH40xMTODxeAiFQlRWVi6qVC6JZAwis8iiFgQtGMuQrfVoTj8LoCpXwuw1ZLMD2dmFMDtM/P9+HmQZ7ZGPIYwcRwh6YfoyGK1oTj+LbK2f5yyoeeUJZFsDU64PUFpayuoSczYOVjK5SFeyuh3d89wDl+vNSiQSqvOfcpzr6+szP85ZQLETrBskqJdIL1jet5+57/6L+ri+s5PomTNIfj9yNMr0V58CQHf2HMH2NnT7Fu8lzEUvViKRUM/bYDCIKIqYzWba2tpyXjpUCGKj0WhoaWnB4XCoZVIGg6FoFKxMcrDWAiWYeW5uLmMlpxizH9djNy6KIg0NDVRVVXHx4kXGxsZoa2vLCjGKxWKrzl/LF5Ybm2L1r6i76wnsXi9GRkY2M7BWgeI6MzeRMTIJG45EIkxOTuL1evH5fJSWluJOmLlvzx60Wi2vDU5Tv8bgQyWMOBhNlaqZDRrOj/vxR2+Urh276ssbwSpENlShsJp9Xcxmu62tjdLS0lVNtoWho2j6voY4dgpZ1IHJCpFZhMgcUkU7ybf+EeLw0etKFAjJCJKtHnH4KNojj0BgAnFqABkgGUeYOA+ShGxvQWrch+zsUt9HgUajuaWP6XIESyFXNeYaXGYXfd4+uh3dqjV7egkhpFZAleMcj8epqqpa03F+syBdwZKjUWa+8Y+QTML1iXP07FkQBAydncQtFkx7eggf70VqbERAUHu1lLJAsdSS1fEtzByrqqqipaWF0tJSYrEYXq9XLR2qqqrK6nuno5DKUboZxNDQEE6nsyDjWIhclyuWlZWxe/durl27Rl9fH+3t7dhstkW3LTYHQVgfwVJgMpnYvn07k5OTWSudLOacqcUUrIWw2Wx0d3er34tsK3yZYHR0dNNBcBUorjNzE+tGIpFgcnKSsbExAoEA1dXV80qCfvbSZd51/YKsEKClXASX66VSnveDM+PoNCJ6rcjPLk7SWlVKrS37afUr4c00iRRFcVl1IBAIqOWfoiiuyWZ7IeTGfSQNZcgXf4gw9Cpy453XFatnIUWbEPtfQIjOIRvKEKJzaI4dRDZVAAJyXTeJ1ncghKcRX/8W2FsQpi6RuO+vVWdBYego2leeQLY2INvqqTr7D8jICIl3Z+Q+uNGwHMFaWCaokKs+b59Krr5y8isEAgGkkMQ7bO/A4XCwbds2tbSo19NLjyW3DoRLYSMoWIrS5Pl/PgNArL8fyZ/qqVL6ryzv28/0V5/C/vDDTPNVpvbtw9zcjMViUcsClV4shWyttRdrIUleLHNM6Ymqrq7GbrczMDCAx+Oho6MjJ+VPhS7NU8wgIpEIPp+P8+fP09bWVvCJcq4/E1EUaWxsVFW8pezMi5VgZcP9ThCEeaWTJ0+epLOzc83lscVscpFpv3z69+LixYu43e51maOsFqOjo9x55515ea9bAcV1Zm4iY6QTCkWl8Hq9xONxtfRrYmKCbdu2rfhai+VeZYI7mu002k1cmghx1j1HPClxZTLI+XE/SUmmwW5ixBemrtyUN+OLYgsTzAeU8k/FEc5oNOJwONi9e3d2L7yhCQCE6CwyKbc/lVwNH0V2bk+pVkNHkY1W5Ip25NpupIZ9KkHSvPJEyoUQkDU65Ia3Ih47iOzsQm7chzS8j+Rdn0LzyhPMdX+MSCRCaWNz9vahiJBJDpYCRbnaYt6Cx+PhGwPfYH/lfpyNTo5MHeGOXXfc9Jx8WLwvhWInWOlITk6qt0WLhYTbjdbloux6BpbW5Ur1Vl0PJF54fZECfpVMKaQrU0QiEcbHx9Ve2IUkeTEo4dt6vZ6urq6MbM7XimK5nir5SZIkcfLkSXWSWQxjyyVMJhO33347Ho9n0f0uxmynbI8pvXTywoUL2Gw2mpqaVq0iFjvBWs2igclkYseOHarC53K5qK2tzfn5sFEysAq9MKSguM7MTWQMQRAYHBzE4/GoKkX6D3MsFmN0dBSY7/434gvz4NdT5S21NmNGatVCpL+eIAhEExIaUUAQRAza1L+9TeWMzkTySq6U3qRivYhmE7Isq+WfiiOc0+mkpaUlZz+4QjIBggbZWo9ssKIZeAEA6Tp5km31CDPX1L+VckFx+CgSpPqzPOdASoB/DCHsQ/vP70OYuQr2FqThGyRMHDpKSdk2AiWdOdmXYkAmBEuWZbaYt1A2W8arl19lSBribc1vo6amhj07U+qIdnb+8c7UACOX2EgES1tZiQwkp6ZIjI0h2mzoal2Ee3tJjLope99+wr292B9+GPn119XnKYQLUkHEClYyugiFQiqp0mg0i/bCpkOWZfWfJEnqP41GgyiK6ir/pUuX8Hq9dHZ2Lvlaq0WxTFSUXqPy8nLsdjuXLl1Slbts7WuxQlEsKyoquHTpkmpnbjKZirIHK5FI5ERhVEonFROM1eaHFZMT5WJYy3lWWVlJeXk5V69e5cSJE7S3t+e0z2xsbGxDmFykf5aFXCQqrjNzE6uCxWKhtrZ2UUKRboSwUKH6/Pu7VJK0UK1SequWg/J6rw1OM+ILs7fJRt/wDJ65KLU2E3OR1PvW2ox5dRU0GAwZ1TJvVCjln16vV52k1dTU5NwRDlLle8L4KQTfVQTfEFrPWYAU0Tr9LFLDPiRnF9huOAlia0Bq2Hdd6QLZ1oBsa0g5DkZmoaQCNDoEjQ7J2qAqV8m7PoXUcJRE6RaSExM53a9CYimClW6bPzU1xbHYMT607UO0tLRw5vwZamtrsfqtqukFoN4u1ZXy/ODz3F1397z7FQUsn9gwBKvWBaQcA/3PHUYsKZnnDrgYlLJApRcr3NtL3O1O5WUtMLpYGOSs1+txOp3LKswLSZUCQRDQ6/XE43GSySSyLKPRaNBqtWzZsgWfz8fp06eztqJdLAQrfRw6nY6tW7cyPT2d1X3NBIX8Tiv77fP5VCt75dgXE3LZ6yQIAvX19TgcDgYGBhgbG6O9vX1dgeiFxnq/UxqNhtbWVoLBIAMDA5jN5pwstCohw8W+oPHiiy/i9/txOBxs3bqVQ4cO8b73vY+Wlpa8j6W4zsxNrAoOh2PJFfCVfmzSe67SsRql6dhVH3XlJj7yK038/dEh/vEXwxy4q4nnz4xTV54qD8wnlOyvWwlKQ7vX6yUSiVBZWUljYyPxeJzW1ta8WbbKjfvUQGCFBGleeUJ9XPlbNlgRh48i9r8ARqtq3y7MXEspXJ5zCFOXUoWFsQCifwwQES8cQT98FFnUqiWF2tnZN43JhSRJqp36zMzMPNv8f3rpnxgRRhiZGsEddKvPP7A95bp48MxB9TbAT0d/yoHtB266P58o9tKt8PHjzD13mFh/P8nJSeTr1w05FiM5OcnQr70HXX09ciyG/7nDaF0uvKOfQa8Rib/zncjXywLDvb2Ej6cysyBVLpgYdd9UtmsymVYMck4nVOmTLkEQ5n2egiBgMBhIJBIkEol5alZ5eTnd3d0MDg6uu2cFiodgLaY+2O12dV8VS/ds9P4sh2L4PJRjfPXqVUZGRooulygfZhJKftjk5CSvv/76iiS7GI7bUshW6aLZbGbnzp2Mj49z4sQJGhoacDqdWbsWK2WMxX5t/9KXvsSWLVuIxWKEQiEOHz7MBz7wgYKMZZNg3cJQXNjSVzLSFapM1KqVsLepHINOQySeRKcRqLIY1LLAfONWIVjhcBiPx4PX60WSpEWb3ZVV7EJlYqS7/UkNNwwoFKt1BemqlDB0FO3QUWRBBFkGrSGlYoV9IIiqCqb2a2k0t3TQsCRJRCIRXn/9dQKBAHa7ndraWm677Tb1R6zX04s/5ufps0/jj/mx6C0cPHOQI4NH6CzvVFWpheHEB88cpM/bV7BywWIvETTt2YO+rY3k7CyTX/xb4oODyOEwgskEej1yKIS2svL6tqnPz/7ww3i+/W0M3d34f/RjTD0Qef00CXfKiVAwGJj9t38naTDgPfBRNDU1lN35VlruvXfJ1eR0QrUcqVoMWq0WURRVoqXRaNR/bW1tzM3Ncf78eSorK9ds61wsPVhLTZCVffX7/Vy4cAG73U5TU1POJtPFUmYmiiItLS3EYjEmJiZIJpMLguELB1mW80ZmlBK5lUj2RncQzBSCIFBTU0NlZSVXrlxhbGyMjo6OrOTmud1uXNcXkooZv/mbv8mHPvQh9W+z2VywRYjCn42bWDMyzcJSLjhKWaCiXim319p/lf4aSv7Vn/3rWawmHa8NKj1fZ/PWh7VRCdbCEiKtVrtiX0Y2wobXCqXsT2rYh3jhSKoE8LpFu+6b7wNAtjYgzA4DTyDMpAKFlVJBSirAaEXS6BG9b0AyjlzbnVK4orMIQ0dTCpZWe8sRLEWR9Hg8RKNREokEzddd6dLP52cuPMNPR3+KO+jGZXbhDrrxx/zYEjYObD8wj0x1O7rV2+kKV425Zt5755NsFTvBAoi8/jrR8+eRg0G0DgcACbc7Rf5NJjSuGkIvvQxA3O3G/frDGC9dwj8xQay/n7nnDiPHooh79xDpHyDU0oz43/875T/6MS1/+idLTjIXI1UKoVotmRFFEb1eTzKZVMsGFeKl9KwMDw9z4sQJOjo6Vt2fUSwr/ysRG4vFMq8/Zzlr8/UgVxlYa4UoirS3txMOhzlx4gQtLS1UXl8YeLNAIdmBQEDNTWtubp53nIrd4CLbJY46nY7Ozk5mZ2c5f/48drudxsbGdX13R0ZGNkT/1QMPPEAkEuG1117j7W9/O5/97GcLduw3CdYGRiZZWNFoVCVYa3ULTMfC19jbVM6xqz60okhrlZlRXwSLUcsn3tG6aI9XLqHX65mdnc3b+60HsiwzMzOj9tmUlJSsWEKUjkISLLlxHwwfVf9P3vUp4Hrp4I4PIjfuu377/tTtH30a3T/cjeAbBFEL8TAIIhjKIB4CrQFZNKivo6hjt0oOViQSURXJZDKJw+FQV1pfffXVRSe9D2x5gM7yTr544ou8MfUGNqONWDLGWHCMX/mXX6FEW8L/fPV/0lTWxNtr305neWeKaHlhLDi2aGlgPl0FNwLB0lRWomtoIDE2jq6xkfjQELHLlyGRQLRYiPT2kQwGifb3U/mpP0sZWYyMoNu5k+CR5wlqtSS0Wgw+H8aGBuz19VRs3870z39+U5M1oJKq8PFejD3dayZVi+6LRoMgCCQSCZLJpEpIFPe9qqoq+vv7KSsru2nyuRyKhWBlMo70kNr+/n5MJhOtra1ZVXWKzVQikUig1+ux2+1UVlZy8eJFxsfHC9aXVMhzXslNc7vd9PX1zSObxUywctk3brVa1Sy5tRiDpGN0dHRDECxRFLl27Rp/8zd/w9vf/vaclw0vh+K5Umxi1chUwVoIRW1aL9J7rO5stfP8mXFkZKxGLXc025fs88oVDAZDUStYC/tsrFYrTqeT9vb2Va8sFSJYWRg6ekOF4obbn9RwVC3rE4ePqr1aynMosd8IEp66lCJXRiuUVCLPXgNTBUI8oD5HeY2NXCIYDAZVUiWKIk6nM+MssvRyv47yDlWVcpQ4KNGWcHfd3bw88jJ3192tEqnHfvkYLnOqfGOhcrWJxWHs6sLY1UXoF79E0OtJeL0IoohYVUVycpJYfz8ASSB47BiBV15BiESY+vP/iRiJoH/5ZQyJBIJOh37fPjSWFFE29fTcRKrSlaroiT5K9maej5Up0tUspWxQUbPMZjO7du1SJ1rt7e0ZhZQWC8FaTWmeYm2u9KJkM4y5WEoEFaQragaDga6uLqampnj99depra3F5XLltcSz0LlcgiBQW1tLVVUVFy9eVE0wirlEMBaL5ZQEiKKoGoOkZ2et1qxidHSU1tb8LZivBUpJ88TERFGMdZNg3cIwGo2EwzcbTShlgevF+3e5VDfBJ1+6giTJ110EEzz50mUshvx+vYqxRDCRSDAxMYHH4yEYDGK323G5XGzbtm1dExedTkc0Gs3iSFeGYnQhHjuIZuAFpMZ9SI371BJB2WBFiKYURKWMMHnXp1TCpT3ycTBaEaYuAjJCzJ/qw5ITMHUR7df/G1JXqhlVGDqK2Liv6FUQBbIs4/f71TJPg8GwolPcUlgYMvyRro8QiAc4MniECmNq9XEqMqU+7g66+cXYL2gqa1LLBZVwYkgpV0qpYb5cBTeCgqUg4XYjAMbbd2C8fQfxUTehn/0MkknkaJTk5CQzhw4hICDE44gaDcgyoiAg+f0IdjsCIPn9hI4dx9C9W3X4g5vL/wRyO+FV1CxFyUpXs+rq6qioqFADitva2padEBcLwVptL5jSi1JRUaGqOh0dHetWdYqRYC0kDhUVFdhstqyE864WxUJk9Ho9t912m+o0aTQas0ays418qWsKAZ+enubMmTM4nU7q6uoyPr/dbjd33313bge5TijXicuXL2OxWAo9nE2CtZGRSYmgz7d+t8CloLyGolYNTgaZCMSot5fw4X1NlOjz+0Ok1+vzTjoWQzQaVftslODnlpaWm/ps1gOdTkcgEFh5wxxAiM4iNd4IBFbIlEKuFHdBpfcKbqhfUkU7mFP9LsSCCLIEiShyRTviZD/iL76E1HIv2v6/QOp8Nza/FSjO5PiFZZ5msxmn05n1ZvMHtjxAr6eXl0depsJUwYHtBzgzeQZ30M1UeIqYFEOvSf1AHxk8Qrejex6B6nH2qMQqX66CxU6wwsePqxbrkt9P8KWXEC0WNI2NxM6fRw6HSdhsaMNhxEQCBAFEMeV+qdNBJIIUCoFGg2AwEB8dRZIldLt2IUnSTaQq0ttLpPdG39zMU6njYezpxtiTfaIriiKiKKLRaIjH4/PULCWk1OPxrNi3UywmF7A2Z0ploq24zdXV1VFTU7PmfSo2grXUeDQaDe3t7fj9/qz14GSCYiFYChSnyZMnTzI0NITZbM5pTtRaEI1G81rOabfbsVqtam9me3s7Vqt1xeeNjo4Wfciw8ptjs9no6uoq8Gg2CdaGRiYlggrhWGhOsZaA4eWgKGLxpMy16TD/emKUD70lvyejRqNZMbg1VwiFQmpJGHBT8HO2UcgeLJjvHJhu4a498giyLXXcZVu9Srakhn1IDXeS3PFBtD/4ExBAkJOgK4HQBMwMIZfVgum6smq0krzrU8y8+mp+d2wFSJLE9PQ0Ho8Hn8+3rjLPTFCqK1XL/zrKOxgLjnHwzEEqTCklKybF1N4rILWdrYMeZ09BA4eLnWABxEfdxPr7iY+OgiwTi0bh3Dk0ra1Y3v42tNEos99+FgB9Wxux/n6kaBRBrwdZRtDpkHU6kj4fmpoaBJOJkr17iPT23kSajD096n0zTx3MGbFaCFEU0el0i6pZ1dXV2O12BgYGVIVn4Uq6JElF1XO0VlRWVqqqzqlTp+js7FzTtbnQJXCLYbl5gGL+MTo6yokTJ2hra8uoNHStKDaCBal5gdlspqKigsuXL+csJ2qtKER/mEajobm5GafTycDAAAaDgba2tmWP3djYGLW1tXkc5eqgZAKePHmSjo4OOjs7gbUFOGcLxfEN28SasdxExmg0qj1Yi5lTZINYLSRukixzZTLIc6+P8eAd9Ry76su5e2AhkF4SNjk5iV6vx+FwsHPnzrysRmm12rwSrIX9V+llgemQbQ3zTC8UdUscPpoKGR4+CmU1yNYG8JxBFnWI4WmEyCxIcZi+gnDtNTBY0B75OFsmvAi1strjVQgkk0kmJyfxeDzMzc1ht9uprq5m69atOb94P7DlAR775WMADPgGsOgtan+WXkz9KHc7uunz9qnKlfL4kcEj89wG3UG3WjqYD+JVzARLvu02gmPjBGUZ4+QkmpoajHo9BINY3vlOYv23nV7DAAAgAElEQVT9BPv7kaNRSCaJXb6MHAikivsSCTAYkCMRkCTE8nJq/uHvVVUq0tu3InnKZJtsYTE1S7Fz1+v1dHV1MTExwalTp27KzimWEsFsQKvV0tHRwezsLOfOnaOqqmrV9vXFZnKRCZQenKqqKpVMrzSZXiuKkWBBisRYrVaqqqrU3jzF/KXQCm0hz7GSkhJuv/12JiYmOHny5JIKryzLqqFKseMHP/gBU1NT/MZv/Aa7du1SSwULocZvrCvFJm7CcgRLFMUlH8sW8VGIm9KHtbfJRr8nwFQwxv/6YT/+SEJ9PB9ESxCEnF2wJElSS8Kmp6cpLS3NSUlYJtDpdHk1uZivUn2cxHufXHQ7qWGfarO+2POSO+5HmLmG4DmDMHsNwWhFLq1GCE9DLAhGG3D9OzvRjykSR5bzr0rG43G1dy4UCqlZQlarNesX6ZUu/C6ziwPbD6h9VL6IjytzV9heuR1I9Vj5Y35KdaX0OHs4MnhEfZ5Cpg6eOcjjb3k8q+NeDoWetCwGJQrB6/Wi0+lw7tpJx6/+N2Y/99fE3W5Me3pIjLqxfehB3B99mOT0NCSTaCoqSPr9YLEgxKJICAgaDVq7HSkQQLMKRWDumWcw9nTPKxfMFxaqWekBxVVVVZSXl3Pp0iU8Hg+dnZ0YjcZbimApsFqtdHd3r8m+PplMFsSdbzGsdgHDaDSyfft2dTKd7SBaKE6FD24Qv/TevEuXLqk5UYXKkyyGElxBEHA4HNjtdjWgfGHuplLGWOixLgdlbL/+67/ON77xDR555BF27drFQw89xF133VWQsRffmbCJrGPhSaxYq2cTdzTb+f5JN4IgEIolaak0c2HcDwiqypUPgqUYXazWIWcpJJNJ1flvdnaW8vJy1Wa7kBOPQpYIpvKtFodq0d64b14ZIYDgOYM4XI9sS/3TnPgGkr0NTHbkiA/R3QcaPcnbP4jm2EHE8CTRkk40rjtIXzdLJ3DZRDQaVSfg8Xgch8NBe3s7ZrM5ZxdnZYFk4esvDA5+7JePMeAbAFI27DXmGg5sP6AqUqW6UgLxAI+89AhX/Vf5yE8+AqC6DSpOhPkqGyyGEsGFxiNGo3HRKATL+/Yz99xhTD09hOVegseOpZQrrRb99u3EBwdBFCEeR9DpEYNB5GiURDCIAMT9fobueAuixULoei/X5F+60bpcGHtSRiPGnh4ivb3MPfOteaWCqcfyUy4I89UsxdJdKa3RarVs2bIFn8/H6dOncblcaj9ZIZGL79FC+3qLxZLRQlkx5WCtpR9MmUyXl5dz5coVtTQ0W6Xs8Xi8YGRlOSxcKNDr9Wzbtg2fz8fZs2dxOBzU19fn/Te9mBQ/rVar9u0peWJNTU1otVpGR0eLujwwHV1dXXzhC18gmUxy6NAh/uRP/oRIJMInPvEJfv/3fz+v5+8mwdrgyLQPy2g05rQPa771u8xZ9xxaUeBt7RXXg4h97G3KvYqVvr9rxWLqRV1dHV1dXQWfbChYTp3MNWRrfWbbLSBBsrPrRsng0FHkinaEZBQCY5CMI7m6QWtCmBlOuQsCcXMNup9/AY1Oi9SwD/m6a2EySwRrYe+c0+nMae/cQoiiuKhKsNBJ0GV2qYrU02efnretUh6oKFUxKcbT9z49z9ii19OrbnsrEyxZlpmdnWV8fFw1Hqmurl5y8hw+fpzUMGVm//3fSbjHCB0/DoAUDCL7/WgrK1Mq1lTKuTExPo5osSBNTiJpNAiiiLaiAkGno3T/e5H8AWwfPaD2YqV6rlI9WKLFgtblItLbS+Vf5U9RXAjF0l2xc09Xs8rLy+nu7mZwcBCPx1PwCXMuVTTFvt7tdnPixIkVc4KKqURwPWqREkQ7MzPDuXPnskYwiokwKFjuOqR814eGhlZl+JAtFGM+l9K353a7+e3f/m3e//73U1tbu2EIlgKNRsNDDz3EQw89xM9+9jP+9E//lEOHDvFqHvu6i+NKsYk1YzUEKxtBw0sh/bW/fXwEl9WIViNwaSJEc6WZO5pTqpliEZ8rorVWq/ZIJKI6/yUSCRwOB21tbZSWlhYNqSok0nuwZFvDPPMKuXHfohlZwDzrdtnWgOb0t5FtDakeLFJGGFLDPsQzzyLIwMgxxNAkaFMEufrq92GmAXnnA1lRrWRZVkvFJiYmUqViTmfeeucWQiFYS0FRssaD40SlKN+5+B2iiSgXZy6y//B+7qy5k3AyjHvQTZ+3Ty0X/MhPPsLVuat02DpUopVP5JNgybKsGo9MT09TVlZGdXX1ssYjsiwjSRLBY8ewfuQj2HftBMD7yMchFiPhdqMxm0lOTiInEiTGx9HW15Ec9yBHImirq5FnZzG0tBC7eJGwQY8hGCIxMYloNBLp7SVw+AjGnh6ip08z/tAfACnHwsDhw0h+P3PPPEPZAw/k5TNaCoqz4MLeLI1GQ1tbG5FIhOHhYWKx2Kr7lbKFXDv3KdlJlZWVao9Se3v7ohPfYnIRzEY5ns1mm1cuuV6CUYwEa6VjJoriPMMHo9FIa2trXvYj3w6CmUI5J5588kkeffRRxsbGuO+++wo9rIzg8XgYHBwkHA5z7tw5fvjDH3Lu3DlaW1vZsyeVP5iv0sxNgnWLQzG6yMeqjKJiRRMSkixTZtQzPhdBlmV+enGKfz1wx03bZ5torYZgBQIBvF7vmsJgiwX5ulCk91JpXnlCNbLI5HGlpE/zyhPItgakhn1oRv8PQsCDMDuMOHQUkjGIR5BtDSR2/y5CzI84dJSJ6nsR7/0LymfPqaRNeQ+4QfCWHft1VUMxJCkpKVm0VKwQWI5gKeTKUeLAqrfy+uTrlGhL8Mf8NFgauBa4xpW5K3hCHuZic1SXVNNR3oE/5qfb0Y1e1Ksug33ePo4MHsFldqmuhPkyu8gFFoZ2l5eX43Q62bJly5IkQCFV6cG/cCOnCsC4Ywe2jx5g5qmD+P/lXzDt24fW5SL00kskhoYRDAY0Dkcq/8pkQlNqRjSZMFdWER05xezhw5j37SP0yitIPh8zTx3EsGMH0dOnSU5NkZyYwHD77anMrJdeJtY/gL6zA31nZ97KBBdCFEUMBgPJZJJ4PK6qNErP1pYtW5iZmVl1v1K2kK8+MIPBoPYonTp1ivr6eqqrq+ddX281ggU3yiUdDgf9/f3rctkrRoIVj8czUokUwwePx5OzHrWFiEajRadgpaO2tpZnn32WRx99lO9973uUlZXxyU9+sihJIcDp06f5whe+gM/nY2hoiHvvvZdHH31UXTBR1Ol8LZpvEqwNjkwULMVJMB3ZCBpOxzdeHeLpn1/FoBUxaEUi8SSvj8xiNelod5Tyb6fGbnpOLvqylsvCUibaXq+XyclJtSdjLWGwxQCNRlNUJStLYWFJn9y4D3n4KMm0MGLNzz6PXFKRMrsIT4Mm9SMdcnZjSiYXJXDL9WJJkoTP55unajidTtra2opmggTLE6weZw87q3by1dNf5dWxV2m1tvJHO/+ID//Xh7HoLZi1ZipNlbiDbsw6Mxa9hbHgGB3lHfNChgG1XwtumGbkErlQsBa6OVZUVOByubjtttsWvQ4q77+QVEX7+oj09aWCgxGYPZgquTT2dCNaSpl56iAJd6pnLeF2k3C7U5lXqRdFDoeR43EEnY748DVIJIj39iICJBIEf/QjRElC15qqEAj84AeIJSWU3HMP/slJdXy2jx5QSwjz6Sq4FJSAYqU3K93WPb1fqaysjObm5rydR/kmNYrhx+XLl1XDD2XRrZhMHLI9lpKSEnbu3Km67DU3N686nLeYPh8FqynDEwSB6upq1dI92z1qi40tX+Xo60EymeTv//7vOX78OHfeeSdf+MIXuOeeewo9rJsgiiI7d+7kwx/+cF5LPZdCcZ0Jm1g11ho2nG1i87t3NuKPJvj4Pa08+PVe7mguZ2gqRGNFCWUmHRZj6quWazdBvV6P3+9X/1Zyi7xe77yJdmtra1FNtNcCxegi3z9oC80rVnpcmBlG88oTCDPX1Gwscejo/O0EAdnZhXjqGcSxEyR+9Qlkg5WIvYfyU4fg3k/eRKgWErfFDElWUjUKjeWy25JSkhdHXuTM1Bk8YQ9JKcmnj36ahJTg5MRJAF689iJaUYskS1h0FiqMFVyZvcJnX/ssLrMLf8zPZ1/7LE2WJipMFbjMrrzsV7YIViKRYGJigvHxcbUfsrGxkbKyslWRqvTgX9OePZiul4rMPHUQ20dvkM10kuP5w49h/f3fI3D4CLH+frQuF6LFQqy/H8P27SSnpnB951lmnjqYUrgmJpAjEUSNBjkcJjoxgXD8OHI4jH7XLmwfPUDgBz/A2NND6KWXCk6oFoPSm5VMJolGo/MWq5R+pdHRUfr6+mhvb89pppKCQjgZarVatUfp7NmzOJ1O6urqbkkFKx0LXfaUcsnV9DQXW0n9WlQ1RblVLP2V6062v4exWAybzZbV18wFRkdHaWlp4R3veAf3338/f/zHf8zXvvY1vvSlLy3bs5hvdHV10dXVRSgU4kc/+hEvvPAC999/P295y1sYHBykpqYmrxVKmwTrFkd6FlYusJhxxuhMmBGfEVGA7590853eURrtJh78ei9XJoNsrbaws96qbg/ZCzxWFLvx8XG8Xq+aW1TsE+21QCFY+S5pXLEkb0FPlhI8DDJi/w+ROt+FdN2sQpgZRrhOtmRnF4L3LMTDyDW3p8oKBwcxDf0E+KRKqNKzt5QJuMfjIRgMUlFRUXSGJMthOQXruOc4g7ODaAQNbWVtPP3OlNLynsPvYXvFdn46+lMAYskYJq0Jd9DNtcA1KowVdDu6cZlduINuxoJjXAtcIybF1CytR156hO2V23NWJrgeghWLxdR+yGg0SlVV1bL9kJmQqrXAsGOHak4x+ZegdaXIqdblovKvHmf8oT9g7plnCL30EvGrVyGZBEkCjQZBkhBmZ4mcPYt4fXI689RB5HAY0VJK0ufD84cfQ04rZx5/qBety0Xp/vcWjHwpixRerxe/34/NZkOv1xOPx1UTjLq6OioqKhgYGMDj8dDW1pbTRZ5Ckhqbzcbu3btVE4REIlE0vyG5VIsUl73p6WnVUbK2tnZDXFMXYj1GEoql/7Vr1+jr68t6UHOx9mAthMfjwXX9+tfY2Mi//du/8fzzz2d8Xv7Hf/wHn/jEJ0gmkzz00EN8+tOfnvf47OwsDz74IMPDwyQSCT75yU/ye7/3e6sep0KmP//5zzM7O8uLL77I2972NgRB4Ctf+Qrvete7eOc737nZg7WJzKBMIJaazCgmF7nCYsYZFoOWrTUW9jaV8/jzF7g0ESSWkHj0vlaOXfWp5hrZNNpQJmXj4+PMzMxgMpmWXem+FZDvsOHVYKmeLOW2EkIsX79fPHYQ7StPIExdBkMpun9+LxjKqKh66/x+maGjCP0/IDhxjWAgSPK7f0pJSQmdne/AePt9G+5Yi6JIMpm86f5eTy9HBo9wfvo8ZfoyRoOjvOfwe7DoLATjQc5MnSEpJbEarMSlOLIsY9KaEAURZ4kTQM3DarI0kZRT7/Ho7kfnlQ0q7oLZxmoJlmKR7/F4SCaTOBwOtmzZgtlsXnT7bJEqxUZ9pcdK97+XSG+fWjo489RBBL2e2a8fAkFAvB5mKYVCCGYz8vQ0QmkpYjxOoqSEwH/8R6p3Kxwm9NLLyOEwyakp9J2dQIq0pStp+UR66WUoFKKiooL6+nr12plMJlW3QaU3y2QysWPHDrWcrKWlhcrKypyMr9BZXBqNhpaWFhwOB319fVy+fJmmpqaCK1mJRCLn5WV2u53u7m6uXr3KiRMn6OzsnJePlI5isPRfDOstwxNFkcbGRhwOBwMDA4yNjdHW1paVtoJi78GC1LU2mUzepAK+5z3vyej5yWSSj33sY/znf/4ndXV17Nmzh/3797Nt2zZ1m6985Sts27aNI0eOMDExQWdnJw888MCqPxvlOvHiiy9y5MgRpqamsNtT89MzZ87wa7/2a6t6vfVik2Dd4ihEXtLv3tmo3vZHE8xF4kwGUsHD92118D++fzYr7xMOh1WLbVmWqaqqorOzk7Nnz9LR0ZGV9yhm5DtsOBtILwtUFClh6ChCdDblLJiIIIyfAUMZSDJlg8+jCU0gfnkXyWSSwBs/QUzGiVeWUFlpQrz3Lwq4N+vHUgqWYtMuyzJPn32al0de5tHdj3Jk8AjjoXESUgKT1oQv6kMjaEjKScLJMAICJq0Jf8xPk6UJgKv+q2ppYJ+3Tw0sBvjGG98omNGFcv56PB6AFU1m0klV+mcmCMKaJ+DLKUXpj924fSOzavIvH0MXi6m268mJiVSPVjSaKnlNJCAWQxcKIWu1BOrrKJmaQutyzevxUv5WbN3zAUX59Xq9hMNhKisraW5uXlQlVHqzFvZliaKolpMp7nsdHR1ZnzAWS1leaWkpJpMJg8GgqhnK5K0QyFe/k0ajobW1lUAgoOYjLdaDV4wGF5C9cSmLCsuZoKwWSjxCMSMUCmEymda8n8eOHaOtrY2WlhYA7r//fp577rl5BEsQBPx+v+rya7fb1/TdVj5Ll8uF2+1maGiI1uu9sNPT09TV1anvlw9sEqxbAMutFudzRSndOEMpHRyaClFm1BFPSkwGYoz4wtSVm27aPhMsZrHtcDjYsWPHvBrxQgec5guFDBteDdJJlVJeqORhpUOYHQaNAZBBayR02wc5b34rXf95P5faH6H9ytcpdbYiVjRRNpR6biJHocP5QiYugn3ePvxxP33ePlxmF7fZb+PM1Bk6yzuRZZn+mX5iyRiSLFFVUsVIYIQSbQnVJdWUGcoYmEkFFOtFPS+PvEw0GcVldnHwzEHOTJ3JSfjwUtekYDCoLopoNJoVLfKXI1XZvLZlQm6UxyO9vaqalf4cTXU1ciiEnEwih0KpckFBQL7eE1ry2jFkIPDjHyPIMnIslnIj1OtBYJ7RhTKebJKu9Hy/WCxGVVUVra2tSyoS6UgPKF5o6a7X6+nq6lInntl2X0smk0VTlicIAnV1dVRWVtLf36+WSBaCWOTbUKK0tJTdu3erPXgLCWaxEqxsZk0pQc12u31eUPNSSvty2CjzlPWGDI+OjlJffyM7s66ujtdee23eNo888gj79+/H5XLh9/v5zne+s65z/tFHH+Wxxx5jcHCQr33ta7zwwgv86q/+qkry8oVNgnULYKUfMo1Gk5eLsVIqmN6XZTFqOOP2YzFokWSZ0ZkI58f9VJUa+Pg9rSuaXsiyzMzMDB6PRw0OdTgcK1ps56vGtpDQ6XQ5Lf/MFtIJ0HJ5WQDyzDAJg53k3ATyiX/Cvr0EUdTQ8asfRvfNw0gVTantrA0kd9y/ockVrOwi2OPsodfTy+eOfU51/uv19PLZ1z5Lt6Mbd9BNIB7g7rq7OXzlMGadGX/Mj0Vv4VrgGpqghgpjBVfnrvLWmrcCMBWZ4uWRl7m77m4seotq4f7e5vdmjWgpBEtZFBkfH2diYgKDwbCic6fyPMVWPf01c3VOr8bFT+nLivR2E+ntw/bRA4ReeYWkx4M0Nwc6nUquWFD+KUBK5ZJlpGiUkjvfis5VS6S3V1W10sez1LgyJV5K6bTX6yWRSFBVVbXmCSGgWrcrSlZ6QLHivnfp0iXVfW89ge8KimWVP70Ezmg0smPHDrxeLydPnlRLyPL5m1MIxz6FYFZVVanlcooFdiEMlzJBLsJ8tVotHR0dzM3Ncf78eex2O42Njav6niYSiaIkpAsxOjqqKj9rwWJEcuF58qMf/YidO3fy4osvcvnyZe677z7uuuuuNUdC7N27ly996UscOXKESCTC5z73Oe699968fz+L72zYxKqRqVV7JiuV2UB6X9b+/+8XWAxaLEYtk4EYVyaDRBMpNevBr/cyF4nzF+/qnEeyFmbc2Gw2HA7HssGh6dgo9uXrhU6nIxAIFHoYq8LC3iyp/k6iAz8hPnQGYXYOczSEqDOilWMYI+Poh/6ViKUB8ytPwJwbsf+HYExddMXhozB8NKMsrGJFJgoWQFJO8shLj3DVfxWLzoJG0PDswLOE4iFkZCYjk8zF5piMTGLQGIgkIiQ1SeJSHIfJQYUx5fQUk2KEEiGmIlPqaytlgx22jqwQLFmWmZubIxwO8+qrr1JSUkJ1dTXNzc1LnpOFIFXrhbGnh9mvH8Lzhx8j6fEg6PWIZWVIs7MIpaVo62pJjnsQTKZU+WAsBtevX4JGgxyNEnzhh2gcVWgsZSTcbsYf+gPVTCPSu3R/3HKEMBKJqOV/kiThcDjYunVr1sxw0tUspTdLUbO0Wi1btmzB5/NlzRyh0D1YChaWKgqCgNPpxG63q6Syo6MjK6QyExTSEn1hZlhdXR1arbYoCUMuP6eysrJlVb3lkAvilwssVKBWi7q6Oq5du6b+PTIyohpmKDh06BCf/vSnEQSBtrY2mpubuXDhAnv37l31+42NjfHjH/+Y3/md3+HAgRt9rZcuXaKtrW3N+7EW3Noz0E0AqdW2aDSaN4K1EHqtSJlRh0mv4YN76vj+STcWo5Zv/n6P6iK40A3Obrcvm3Gz7PtdDxu+1QmWVqvdcD1YcINAi14v5wWwuT6Ac5eT6l8+jkBXqjdry68jXngeMeJDH5hOhRGXXb8oR2YRghPIHe9G2lsYY4BsIRMFC+DlkZf58j1fVsv5PvKTj/Dce5/jmQvP8PTZp6k0VpKQEiSkBNFElGgipWwmSTIdSQWAX5y9iFFjxGawEU/G8cf8BONBnr73aR775WM8sOWBNe+HLMtq7tjU1BQWiwWNRsNb3vKWJRdF0gnVUsG/uYRS6qdg5qlUTpixp/sm8rKUYqSprKTyrx4n0tur5mdpHA5Ei4XE0HCqHysQSClZWi3IMiST6Do7kCNREnNzjHzmM9T9/Cg6/xw6Vy3R06eRYzEm//IxtC4Xk3+ZUraWcxcMh8OqUqWUMd122205neyLoqiaXiQSiXlqVnl5Od3d3QwODnLy5Ek6OzvXrJot1mBfCCw1UdfpdGzdujXvjnvFkDmlqJZXrlxhenoah8NR0PEshlxXs4iiSH19PVVVVVy8eHGeqrccNoqD4OjoKF1dXWt+/p49e7h48SKDg4NqcPG3vvWteds0NDTwk5/8hLvuuguPx0N/f/+qy/mU4+x2u3nmmWd461vfSkdHB/F4nL/7u7/jwoULfP3rX8/rgo3ms5/97HKPL/vgJooHS03SAAKBALIsr1luXS1eG5zm3065OXbVh0ErMh2MMRuJMx2MEU3ITAdj+EJxvvHqENcmA/zXOTdvXBlBlmV6tjbT1tZGVVXVmhsrfT4fJpMp7/bl+Ybi/lVdXV3ooayIRCKB1+vl8uXLXLlyBVmWsdvttHa/A6fTidlsRvSeRbY2IExdRIjMIJvsIOoQAuNI7/obhNlhhOgcUuu9CLEg4tRFhNnrK2OqFfzGwtzcHMCioYiKk2Cft4+pyBTuoJvnB5+nxlzDyyMvMxWZIibFuOq/SqWpksnwJH/7tr/lgu8CWo0Wp8lJIBYgSRKNkDIqkCWZYCKI1WClvrQed9DNkH+IseAYvd5eBnypfi1X6cp5WQpRHhwcZGBggHg8jsPhoLOzk5qaGtxuN42NjfOeoxAq5V+6+58oinlVrLQuV1q5Xx/Gnm5K9+9XFaR0BA4fWZTcxPoHMPb0XDeqGEPy+9FUVKBraEDX3IzGZiM5OZnqzwqHQa+HeBxpchIpEIBYjIpr14j1X0g5+P3lZ2BsHK3Lhb6zE63Lhf3PPkmsfwCty0Xg8BGVFPp/8UsmXnqJwcGreEn1yLS0tNDQ0IDVas3L5Fs5bspCgeKIqdxnt9sxm8309/cTi8XW5Orq8/kwGAxrJmjZQjQaxe/3Lxm+azKZqK6uZnJykqtXr1JWVpZThWK9pVvZgiiKVFRUEAwGmZycJJFIYLVai0J5lmWZsbGxdfUQZQqtVovT6UQURc6fPw+AxWJZ8nOYmZlBEISiCMRdDt/97ne55557aGhY22+sKIq0t7fz4IMP8uSTT/Lggw/ygQ98gKeeeore3l56enrYvXs3Tz75JE888QT/+I//yOOPP85b3vKWjN8jnUS7XC7sdjuHDh2is7OTP//zP8fr9fKZz3xGtdjPwXfz8cXuvLWX+N8kyKREMBQK5Wk0N3qxjl31MToTwWrSkwjGsJp0/F9b7By/kmR8JkRbuYbSUjOzCQ1P/NbOrL2/omDd6ih2k4tYLKaqkpFIhMrKSpqamtImWVvnbS817EPz6v8hcd//Qhw+ijj4MxLN9yB4+5HtLci2BmRbA1LDPoSZYWRbg2r/vjCEeKNgKZt2mK9gPfbLxziw/QAHz6RUltsrb1e30wgaasw1DM4NAtBR3sGAb4C76+7me5e+hzahRSOmVKRYMoZW1FJhrGB75XYA3tv8Xr544ot0O7rVPq+loOQkjY+Pqxlz1dXVbN26dclVwXSVKlsZVblApn1YSylf0YF+pEiY5OAg0qlTCNeVOzkSQZqehngc466dxK4Mpv6WZQStFuOuXYhvvEEsHueN736XisPPobWUYejsJHLyJNHTp9FUVmLsOUBy61Y8Hg/hQ98g+hu/jtPp5LaqqoKXGomiiMFgIJlMEo/H1RJtURTVMqrh4WHV6tty3dY+ExSLi2Am49BoNLS1teH3+7lw4QJ2u52mpqaiKHHMNTQaDR0dHQQCATWIutAhuoVQ+Sor/3/23jy8jfs+9/3MDHYQJECAAPd9kUStpLzKrqOTPEnreEnVxUmcm7a3x3bqNqe9PW2SNm3cpDk9J2nqxknzXDu+pydJs7jtqXsiO05ip5Ed27Jlc5G1WCRFiRQXkAAXgMS+zMz9A5oxSVFcJC6grNePH5EgMPgNBjPze3/v9/u+HpxO57LW9ul0essoWFdKrjTceeed3HnnnfMe+8QnPqH/XF5ezvPPP39F29YUqR/+8IecPHmS7du309raitls5tZbb+VrX5K/qQwAACAASURBVPsaH/3oR4GN/z5cJ1jvAlgsFkKh0PJPXENofViqeo6j/RM0O0UiJoXQRIDyIitDswqjGROEVCC7poHD1wnW5iGZTOohsbIs6031KylPVWsOID77SbI1B1ADp0CUEAwmFNGI9Nb3csQqcArDC38BlkJUZ7VukiGEh8luUYK13DHsCHQwFhvjkdcfodxezjdPfZN2bzvt3lxO0/d7v0+5vZwWZwvfPPVNAvEA08lpnup7ioySwSgaSctpZFXGaXay37ufYCKov36uS+ETJ5+4JHw4m80yOTnJ+Pi4HuasqSTLBf/O3bd8JFUaLPvb55EmWLqEUMusCj/+xPyfH32UZEcH03/7FUSHA+Wig6DocJAZGkJye6C3D9O2bWQGB1GTSeIv/wJTfQN0dlJmNJLKZkkm4mRffBEEAWVgALmqksBf/iWSZKDg5pspKivF3da2AZ/M6qBZumezWd0EQ1OzamtrKSkpobe3l8LCwkWtvhdDvphcrIboORwO2traGBkZyRuysd7IZDKYTCbd8KO3txeLxUJDQ8OmlXhuVp+TwWDQifblrO01RTffEQwG87pKRlu8SCaT9PT00NXVxcTEBOFwmMLCQv7+7/+eRx99lL/7u7/jjjvu2NCxXSdY1wBWEjacTCY3bDyKovAfJ4f4t65Rzk4mSMoC45KEIBk4ey5Lg0dBEAVuqnMxEkrwxmCIG2vrr5pYaTCZTMRisTXZVj5DFMW8sHqNxWI6qRJFEa/Xu2Se0ULMcxbMJjF+916E4GlAwDh+kqyiYHj9H1DPv4iamgVBJHv7p3K9WnMCjLcilurB0qCRHc2UYqHSVG4v19Ut7fF7n7kXm8HGVHIKk2TCIBqYTc8ym55lODpMjaNm3nbTcnoe4ZJlmUq1UlcfJywTHGw8eNmSl8WCf91uN93d3Wzfvn3dA1GvFMv1YWmK1lwidTnziazfr79eI1eZ4WEEoxFbSwtKIkHW70dJJHKmF5IEokj2bD/ZoVypqzw4iJBIYti9h2x3F9liN5IkYZ4O0fLf/0ZffdXGsJHZWSuFKIqYTKZ5apb2uN1uZ9++fbopQFNTk162cznki027ZuaxUoiiSHV1tU4qrVYrDQ0Na7KCno+hvnNdBK1WK3v27CEQCNDd3a2T640eczqd3tT+PY1oa9/3uYHcW6EHS6s+2Oxev5Xgvvvu47777gNy52osFmN2dpapqSnOnTtHy8VQ941E/n9q13HV0Ewu1hNa6VAgEGBmZoZyl4u/vqsZt9vNn/2ft3ljMERbtZOuoTDVxVZ8hWae7vZT4bTisBh4YzB0kWitjYK10YrduwmqqhKJRPQ8spVYb8/FwnI+IXAqZ2IBYLjYlG8uRHE3oVa0k+p8CqmgENVVi/j2/4ECb66EsPc5hHBuYqo6q3SStZVcBVdCsDTMJViPvP4IY7ExyuxlNLuaeeLkE7w48qIeIiyrMg5TrgxrKjmFgECdo46h6BBTySn2evbOcymsLazlzfE3cYku9hr3okQVkt4kzc3N9MR6GA+OX7LauhipgncWfJqbm3U3ucrKyg1p/F8tLkeilsLcUkLRUaCTqrm9W4LJRME9dxM9/AyQI1+222/Hsr+d6b/9Ckokgu2224i/+ipqOp0zwchmyY6P5zbw859jAKRQGEQR5exZxu78IEW/9XEK779/Tl7Wyu3lNxoL1ay5AcWVlZV6QHEwGFySeOSTi+CVTDQ1sjE+Pk5XVxd1dXWX7eNaKfLB4GIhFtqOC4JAaWkpbreb/v5+xsbGaG5u3tDeaE1V20zMtbbXTDCam5u3hItgNBrFbrfn3XV7ORgMBoqKiigqKqKqqoq9e9euBWVV49iUd72ONcdSCtZ6KR1zgysTiQRut5uqqip27tw574SsdFl5YzCE1ShR4bRyY10xA5MxKl1WPnmwgU8/fYpPHmxYs3GZTKYtkQ+1VtiIzK/F8sh8Pt+S1tuXgzj0qm7VDqDc+BDKjQ8hXHgV4//+OGr1rbnnBU7C1FksySCCkIT+F0DJwEWHPNW3E3n3h5FOPAWgq1lbCZIkLUmw5pKgdm87JydP0hns5MGdD+oKlKZczVWg0nKaMnsZkXSEjJIhkU0QSUdQVZW0nOanQz9lOjVNo6MRj+LhRPwEAB6nh19t/1VsNhsdgQ4aChroHHhH4VmOVC38HrpcLt1FSlOztqL5jGV/+6KPF97/jvOiRtByqlgH0cPPvKNkDQzo5YK2gweZfeopYj/9Kchy7jO86Aaqf3oGA1KpD7IyiqqSLC7GtGsnhqZm/f2WsnHPF8xVszRLd603y2q1snv3bp14zF3dn4ut1IN1OQiCQFlZGW63m7Nnz+oBtVeqYOQjwbrc56O5LIZCIU6dOoXP56OysnJDSHM+kRiz2czOnTuZmprirbfeIp1O58X3einki5HKVkV+naHXccVYyQR7LVYCk8kkgUCAYDCo99g0NTUtusrxraMX+FnPBOOzSVJZhedOjSMKAo/9/BwlBSbevz1n6VrpWtsJl9lsflf0YMH6Zn4pisL09DSBQIBQKERRURE+n2/FeWSrhVpzANXqJnv3P+Qysm7/FNKJH5A8dxR73I+AAoIR4hNIr34V1VULuz+CMDOE6szldGw1s4vlFKy5RhdPnHxCN6ZYLK+qN9RLNJPLRastrGUsNkazq5mUnCKaiWIz2HLBv+koAgKJ6QTnZs4RKAiwo3IHwVQQp93J25G32W/bzzMDz/DMwDOMxcZo97bz+InHUVWVtpI22kradAe55SBJkp6N9NZbb+WxmrU4idKgKVVzf17M0h1yClbmYvaLIEmosgxTU8SOHEGWZdI33gjd3UiZDGIkAlYrxOMgCAgFBdgOHiT19tuo0SiiIFBy223MvPoqo93HKXr/+xEvXCDr92PZv3/ZseQDNDVLU7Lmqlka8ejr6yMQCFxicZ0vJYJrYRdvMplobW1lcnJSPxfKyspWfS7kI8GCpechLpeLtrY2Lly4cEVmJ1eCdDq97u+xWrjdbpxOJ0ePHqWrq4vm5ua8G6OGkZGRLUGw5t5D8+FaoSH/ztDrWBdopONKclGi0aheDiZJ0op7bH771hq2lzl4YzDE091+bm90c3x4BrNRZF9VEdvLcheVG2uXrsFfLbZqPtSVQNvXtbrZatbvgUBgxS5xK8G8Piu4bDmf6qp95+eaAwgvfJaOm77BbdNPIY6dQJjqQ/XsQPXtRHVW69sUwkNIL395y5ldLOUieDloStXC36OZqN6D9cjrjwC5/qxyezmHzx3GjJlgKsh263ayhiw7qndwPnKek7MnqTfUMxYb0000vvX2t5hKTlFgLKCtpI2OQIdOrK40jDjf1aylyMlKSglzRhm5ni7z7t2o6XQuF6u8nKwgkKyuZvJ976XkP/6D4ocfxtJ/DtuNN3Dh1gOIFgtKOo1YWIhgtZI+cwZBkpBamhHSaVKdnThvu43YsWNMXhjEGongbG/X33e58ecD5gYUa71ZqqoiSRImk4mdO3fqwbXV1dX4fD4EQcgbk4u1vM5qTnPnz5/n+PHjtLS0rKpPMd8I1korZCRJor6+Hp/PR29vLw6H44qqIFaKfCgRXAyqqmK322lpaaG3t1ePWMinYwpbR8FaODeZnZ3NCwOR/Dqa13HFWG4FzGKxkEwmV0SwVFVlZmZGLwezWCyr6rGZC81N8NhAzrK9qthKMJLCapR4YzCk/30tkW8r4+sJzUnwagJF55Z6xuNxPB7Pki5xVwK15oBeFii9/OXLlvOplblJolJ9kSSl49Rf+GdUcwrSs7kSweQsRCfmZV+pzmqE8BBziqy2BFbSg6WVCWr9VZ3BTjqDnRQYC2hxtSxKeMrt5RhkA4Gp3DE1KkZEgwgCpEwpplPT/OOZf0RWZBQUQqkQDqOD5wafQ1ZkCowF3FFxB10TXbw0+hLNrmYe3PngVe/vVlGzrgS5PK1c2Z6iKqQzGbJGI9nZWYzpNAWtO2i8+WZSRiOW4mK4sZhkRwfGujpEqxUlmUAqLML+yx8gGwySHRpGiUZxfOxjTP3NfyfZ0YG5qoqi3l4yoRCBVIqCRIL4kSOYWlrynmBpEEURo9E4T83SygZLSkpwOp2cO3eOQCBAS0tLXvVgrSXRMxgMNDc3MzMzw+nTpykpKaG6unpF+5pvBGu1KqNmduL3+5csD71a5FOJ4Fxo49I+h7GxMb0/z+Px5M310O/3s2/fvs0expI4c+YM3//+9/F4PDQ2NjI2NkYoFOJP//RPN6R9Yinkzxl6HVeFlWRhLdWXtLAcrLCwEJ/PR2Nj45rcVN63rYSf9UzgMBs4NxHjzQthfI53LnzHBqbXnGht9sm1EbhSq/ZUKqU7/2UyGUpKSmhsbKSgoGDDP7OF6pbhmT9AmBlGPVENhWVYUkFk706koVdAsoAoola261lYTPRAzQGEmWGUmgNbyuxipS6CC/uttJ+1IGINj735WC5YPKnSVNTEB7d9EI/Hw8MvPcyDOx+kN9RLi6uFfz37r4RTYQZmB8gqWT7c9GFeGn2JAmMBZbYyXht/jR8N/og2bxtjsTEg19u1UD1b7LGVIN/VrKVwuVJCWZaZqaoiaDYTjUYpfeVVCv/4/8FusxF75lkKbrsNQRDmGFTk+rRMDQ3IU5PYLhK06OFnkMrLMDU0knj5ZbJDwwhmM4byctK9vaiJOM5Dh4i9cYyI1YY5FMZSlr82yothoZqlOfRJkoTRaNRJ+IkTJ/ImimK9esGKiopob2/Xc8Kam5uXXX3PN4KVyWRWXT4pCAIVFRV4PB69L62pqWlNnfU220XwcpjrICgIAuXl5Xg8Ht0MpKmpKS+uh6Ojo9xzzz2bPYwl0dnZSSAQYO/evZw/f56nn35aDynebPU7f87Q67gqrFTBmgst3yYQCBCNRnG5XGtSDjYXxwameWMwxEgowfhskvOTMaKpLKF4BodZ4tNPn6LSZWUklFhTgqURj3xcvVpLrIZgxeNxnVQBeL1eduzYseEW2ro6dRGXqFu7P/JO6V/gJK7pE4izbyNkE2D3ICTDiD3PoZbuQr79U0hvfvOiIpYjVlvJ7GI1LoKLocxWxq+X/zqBQIDvDXyPD1d/GF+ND4/Hw5Onn9TzS8rsZTpR+4Mjf8CpqVOk5BSyKqOi8s1T30QURKocVYzFx6gtrAVgLDZGTWENj9z4yKLv3zXRdUUEC7aumjVXKZp7DU0kEng8HmpqanA4HAT/6bsYzvSQIucwmOzovOj6l+uVih5+BkN5uf57+PEnsB18D4lXj5Lq6MTg9iBYrcReeAF5bIyst0Q3zUidOIE6MYnDZiObSDB55EVix97AWl1NwT13b1k1S5sQiaKIy+Wivb2do0eP0t3dTUtLC3a7fdPGup5mGwtzwpYrnctms3l1b1voILgaaOYPWl9aRUUF5eXla3Id2OwJ9uWQSqUuOX4mk4kdO3ZsihnI5bAWIcPrjba2Nu644w6qqnJ92Pv27SORSACb3491nWC9S2A2m5meniadTuuT7FQqhcfjoba2lsLCwnWZ2GikaSSUYCKapthmJJ4WkESB6XiGiWiKQ/vKl9nK6qH1nOXTTWg9YDAYLkuwVFUlFovppiRGoxGv18vevXs3NX9jOVVpLuESe39MsqgRtn+Qgo5voEom8LZCOoYwM4T008+AnNFVq5zd+5e3hHoFqydYBcYCPvfa5xieGSadTpPNZnl58GWqiqowF5vZtWvXJa/pCHRwd93dyLJMR6CD3lAvpbZSCowF9IX7SMgJGp2NPNj6IDf4buDJ00/y4siLuK1u0nKaXe5dPHn6SQDaStqumFBdDltNzdJKaoPBoH4NbWhouMTop+j//p3L5miFH3+CZEcHBffcw/TffgVTSwvp3l7Ei83uaipFureXVG8vosmEqqqk3ngTRBGMRtTeXhAERJsNc1UVBkVhtqqKxJ7dODfJkvhKsVRvliRJWCwWGhsbOXPmjF6+vBkTp41QjRaWzjU0NOB2uy95XiaTyatsuStRsBbC4/Hgcrk4f/78mhHqfK1iWWpuoi0saGYgTU1NFBUVbfAIc5iYmMDn823Ke68UO3bs0O+hqqpy4MCcCJhNPvbXCdY1gqW+SPF4nOnpaUZHRwmHw5SUlLBt27YNWw3U+qxGwx1UOC28PjCNKAjIisr5iRj/7ce9bC918PUj5xgJJdhe6uC3b625qvfUrNoLCgrWaC/yEwsVrIX9c1arFZ/Px/79+/OyVGIhNHVLKxsUYgEEawWmt/8N5DSqpRhxZhhVFRAifqSx4yAaEE/+bwQ1i9z4fuTbP4Vw4dVl3ik/sFKCJcsyExMT7EztpFappbimmOejz2OxWPSSwY5Axzxbd3/Mz+MnHqcz2Mkvlf8Sh88dZiw+RiKbYDwxTmw2hoCAikpfqI8/e+3P8Fq9eKweENCt3v0x/zwFqzPYSddEl/77WpCvfFez0um03qeYzWbnuadeDoupSHODjXOqVgdKJELBPXcT+5mV+M/+AyUeR7RaUdNpRLMZ1WSCTAZUNfd/Op3rS7LbUdIpiID94EHKH3oQv99PR0cHTU1NuN1uvSdsKyhaoihiNpt1O/e56kNhYSFtbW16Gd1GONAtxEbZxc8tnevr69NL5xY6K+bT9XwtCBbkrgNNTU1EIhHOnDlDcXExNTU1V/S552MYs4Z0Or3k3EQURerq6nQzEJvNRn19/YYecy2GY7NVoOWgjfE73/kOH/zgBxddkNgsXCdY1xC0LCxVVec5/xmNRtxuNzabjZtuumlDx6SVCAJUOC2MhpMUWY1EUzI2k8QvNXkoceTUlE8ebODrR84RSV29A6DJZHpXWLUbjUZisZge8jw9Pb3m/XMbiYWqk2q0Y4qPY8jGcg/IGVRBRHU3IEycAZM9F05cWIYKKNvu1smZssj28g1LEayFOXML1eZfnPzFvOdr5GafZ59Otv6i/S9QVZVmZzOxbAwE6Av3kZWz2Aw2REFEURUySga7wc6H6j/Ebzb9Jvc/fz/t3nYKjAW69fvc99He68nTT/JA6wNr9nnkk5ql9SlqkRRer5dt27ZdkXKwsG8r6/eT9fuBnFo1+fkvoCYSqJkMgiShzMygJBJgNqGMjIIg5P7XHCeNRlRVRfGPIQPRn/wEy/52Kvbvx+1209PTw8SRI5QEg0iitCUIlgbN8EIjWppD3cIyusLCQurq6jbsGrfRZhtmc06R1pwVq6qqKC0tRRAEMplMXl3b14pgaXA4HLS1tTE6OkpXVxeNjY24XKtzG87nFoG5PVhLwWazsXfvXgKBAN3d3dTU1OD1ejeEOGpOfPlKUhfiO9/5DnfeeedmD2MerhOsawgzMzP4/X49CNbr9erKhaqqjI2NbfiY5roEfv3IObaXOvhF/ySDU2GMksgbg2FSWRmHxbCmdu3XOsGSZZmpqSmGh4cJh8NkMhl8Ph/btm3L+xWn5aCrV+EhMNkxzPpRDWYEBMTkFIpoRogGQU6D0QbJGSiqQm6+E3WOycXCQON8xEKCNbeEN51OL2k+opEcVVUvCf790eCPGIuN8T/P/E8EQeBHF3K/l9nLcBhzK/8FxgKaXc2MxcYYigxRZi/jlbFXGJwdJJrOkaqn+p6izds2L+z4So0tVorNVLOSyaROqlRV1fsUr5bkaQRHs3vXwogt+/eT9ft1A4vM8DCizYYqyyihEEgSaJPERAKMRj2UmHQazGbs73mPTtYg12+7Z88eRn/2HwTP9VPY1ITzqka/sVAUhVAoRDAYJBQK4fV6SafTOvHSyuiuZvJ9pdiMyeZizor5qGCtdbWIKIpUVVVRUlKiK3mNjY0r3u98NbiA1bkbCoJAaWkpbrebc+fOMTY2RnNz87qXiI6MjFBRUbGu77EW0M7JoqKidXGivBpcJ1jXEBKJBMXFxYsGwebLKsRv31rDb99aw13fOMp0LEMqq7CvqogTo7N85t9P47AYKLQYOTaQKyc8tK/8iswvTCYTMzMz67AHm4dsNqsrGrFYDLfbTVlZGZIk0drautnDWzNoPVjChVcxvPBZFJMDVTIhZmOQTSIYRIhM5cqlIgEQBUjOIp76N6S+5yA5i+prRZgZJt/7sbScn6GhIQKBwDyl5HLlZxqJ2ufZh6qqeuabIAh0TXTRPdnNWHyMNm8bkCvp01SmrokuXlNe45bSWzg+eZzjk8eJpCMYBAND0SHCyTAnDSdpdjbrpOqu2rto97bz5Oknafe2zzO2aCtp4wd9P+AjzR9Z889mo9SsRCKhq/2iKOL1etm1a9e69ilqRMvzhc/jv+/DpHt7kScnQZZRUynIZpHD4ZxiJcsIVisq5FQsVYVUCi15KPHGGyihEBN//llK/ua/ke7tJfHqURgcpABIhmc495GPUtDQQNGH7sWyfz+z3/sehfffv277t1popCoQCDAzM4PT6dQXjLTv+MKA4srKStxuN729vQSDQRoaGvLKWW8toTkrhsNhTp06lXcK1nr2p1ksFl3J6+7unpeRthTyWcHKZDKr/rzmfgdWa+t/JdgqIcOQ6xWLRCJAfvXdXZtXo3cpysvLlwwtlSRpU+1dp2NpPvaPuZ4Ap9XEZCRNKJ5mOJTgZ390G5BTuSBXLng1uFYUrIWmJCUlJdTX1+NwOBAEgWQyuSnK5EZArTmA0nInMykoPP1dMJiR234bITyEeP7ngAAWCaXhfQiBUwhKBrWoGYFhxL4fo/p2IoSHEcm/csF4PK6bjyQSCRRFWTK8WyNVC5UqQRD0G2xnsJPuyW7gHaWp3F5Omb1MJ0Tt3nY9T2tgdoADZQfwx/z0hfqIpCM4TA5Scor+cD82g42Kggoe7X4Uh8mBSbp0sqIRr2Zn87qoWuulZsViMYLBIBMTExgMBrxeL3v27NnQCVnBPXfnerDicZBljHV1pM+eRc1kQBAwVlWRGRwERUFVlJzBRTqd+9cgIRhNqLEYyvQ0YokHdTbCxJ9/FgBjdTWW/fuJv/giVocD9eBBzu/ZTV1lJT5VJX7kxU0nWHOjQWZnZ3G5XJSVlbF9+/Z5x1cQBEwmE7Is62WDmppltVrZs2cP4+Pj65qnlC9wOp20tbXx2muv6QHFG92LthjWukRwIQRBwOv16iYY4+PjtLS0LLngku8mV1d6DXM6nbS3tzM8PExnZydNTU04nWuvUfv9ft2ZL98hyzKHDh3a7GFcgusE6xrCSq3aN8v44ZG7tus/f+wfO/iNtgp+/HaAYtvaXwS3MsFKJBI6qVIUZUlF40pzsLYKlOoDxCyNiMHTFDpy2TDZu/8B6cUvIvi7ECd6yR78S6TubyOEh8ne/XWkl7+MCCg1B/LKsl3ri9QcHX0+H3v37qWzs5Pa2tpLnj+XVM0tI5xLquZiYW9Uu7edB1ofmJeTBTlFqmuiC4tkoa2kjbaSNv509E8xSSZqHbUMzA5gNVhpdbcyODNIobmQMnsZY7ExPnHkEwA6SWsryalkV2PXvhKshZoVjUZ1UmUymfD5fOzbt29Ty4iSHZ1Y9u3TDS9Eux3R5SI7MkLW70dyu5GDwVxZoKLkygVVFWQFVbhYKqiqKOMBBKcTwWBAicVQIpGcwYWqokQiiEeOsM1mxV9YSCAQoES98miAq4GiKHq/aCQSobi4mIqKCnbs2LHs/UuSJARBmBdQrKlZZWVluN1u+vr6CAQCl5hCXC20czEfIEkSZrOZbdu20dvbi9PppLa2dlMVrfUmWBqMRiMtLS26kuf1eqmqqlr0epivJYKrDWVeDKIo6v1YfX19jI2Nrap8ciUYHR3lxhtvXLPtrSdKS0u57777CIfDOtnMh4Dy6wTrGkK+E6yFMBgEVBWcNiMTkRQlDjM31ro4Mxa56m1rLoJbBXPt1CVJwuv1snv3biwWy5KvkyTpqnKU8h1qzQEMU1NMV/8KBaaZXAkgXwbJBMlZyMQxPvWbqL7dCIGTGP+/9yCkZlHcTYgXXkUI/wHy7o9sinqlqiqRSEQvP7NYLMs6OmrqlNZXpUEQhFWveGrkZy7x0RwA/bFcz84X3/wiNoONRDZBMpvkdPo0IiIJOUHXRBciIi3FLTope6D1AZ48/SShVIjOYKdO3p4deJbOYCf1RfV8qm19SO1q1ay5Zj+Tk5NYrVa8Xi/t7e15UUqmlQlCzsZd68cquOdu0r29KJFojnQ5HNgOHiR+5EiOcE1N6X1bmeHh3MaSSdRQCFkQwGBAicdRIhHUTAZjXS1qKk369WO4f/EymUyGaCLBhY//FiaTCfvB92BqaVk3IwytXzQYDOqkqrKykqKiolV/pxcLKNbULJPJxM6dO3VTiJWWkq10H/KpJA+goKCAtrY2RkZGdCVjo3rRFmKjCJYGTcVZKpw5k8lsam7a5ZBOp9es/NhqtbJ79269fHKuEcrVYnR0dEsoWBqRevnllwkEAjzwwAMcPXqURx99lH379vGZz3xm087dzb/LXMeGwWw2XxI2vBk4NjCN2SDy5mAYFZXRcJIv/bSP32iv4Ka6Yt118GpgMBjymngsnHybzWZ8Ph9tbW15XdawGZAkiRnXLpTWVlTfzneMLNxNuZVlcwHZX/oUxmf+AKXmAEr1gZzBxcV/N5JczbXJn5ycxG634/P5lgwNhXdK/66WVGlYzjK93F5OX6iPmfQMPpuPG3w3cGH2AtFMFKNk5FD9IbonuwnEAwzMDsyzYgdwmV3cUXEH0UyUZwee5a66uwB00rVZapaqqszOzhIMBpmamsJms+Hz+aitrc0LUrUUck6D7RdNMHKBxMmODkwtLQCY9+0l8YuXER0OBJOJzMhIrmRw7vVCVSGTQR4dzf0uCDlbeEVBsNmw3XEHznvuJvT/Pk74T/4r08kk27ZtI/nt76wpwdJIlRZi73a7qaqqWjNXsoUBxXPVrMVMIZZbqFrJ/uTL92eumiYIgm4E0dvbu2ojiLUc00arBZqrpNfrpbe3SR3/KQAAIABJREFUF7vdTn19vX6c8rVEcKUOgiuFVj5ZXFysl082NzdfNbn0+/15HzIM75wPzz33HDfccAMAjz/+OHv37mVoaIgf/OAHfOxjH9uU3qz8uGJcx5pgJQpWLBbboNEsjmMD0zzd7SeVzU0kQ/EMqgqxdBZZyZ0oI6EExwamr8jcIp+hqqreyD09PU1BQcGKJt8r3Xa+NHauNSRJ0nsL55IlIeJHtbkRp/sxPP/nkAhfDBoGITyMevsBGFr/PCztuI6Pj+s2+aWlpUva5M9VqgwGA8PDw5SVlSGK4pocx8sRHO3xrokuopkoZbYyAC7MXqDAVEA4HSabyTIWH6OhsIG2kjaeG3yOSnclhabcCrFm3d4X7uOu2rt0FUsz0lhPcqVhoZpVXFysGyU4HA68Xi/19fV5pzpcDpb97YsSHMFsQp6axFBejhpPoKbTYDS8Y3YhCLDYopnVimA2o6ZSSEVFqOk0xtpasn4/0cPPoEajbN++nenpad566y3KZmcouspriCzLTE5OEggEiMfjuN1uampq9H7RtcZiapYWTqwZAoRCIU6cOEF5eflV9e5p284HLNZHbbFY2L17N8FgcMPtvDcbmpW51odXV1dHSUlJ3pYIrhfxMxgMNDc3Mzs7e9UZYgBTU1N4vd41HuX6IZFIoKoqX/rSl2hoaOAv/uIveOihh/T9v06wruOqsNyXx2w2MzU1tUGjWRwLbdtHwwnev91LOJHh+TNBOofCjIaTfP3Ied4YDOEwG644dFhzaNvMOty5PQdafbDP56OlpWXNxqVZfefLBGCtYTAYdIIlXHgV6cQPEIbfuBhCXAzJEOLgy6BkUXb8KkJ4CGH4GIZnPonqrNJt29fSTXCx41paWrqkTf5iduoAu3fvpr+/n4mJCbZv337Vq+0rRYGpAIfRQbu3nRdHXiScCiMgUGwt5vjkcabiUxRZiohlYhwbP0Yqm+LnIz/HbXHznor38NrYa4zFxnCYHPPCjdcieHg5aKQ2GAyiKAqTk5OIosju3bvzsixoObxj3f5Ov1yyoxPzrt2kTpzQLd2tt95K1u8nE48jGI2oF10GL0EqhXpRtdK2LZhN+L7xDQBmv/e9nMHG4WdoLisllMnQ81d/hcdTguOWm1esZmWzWSYnJwkGg8TjcTweD3V1dYvGCqwXFqpZ2rVQFEVcLhft7e0MDAzQ3d1NS0vLFX0/8qlE8HJGVYIg4PP5KC4u5uzZswQCAZqbm9f9epIP/WmCIOh9eP39/YyPj5NKpfJWwVrPcWmh3FrpaGNjI8XFq1us1u5TW4Gga+floUOHeOGFFzh27Bhf+9rXAOjr6+PjH/84sDlO2tcJ1jUGLWx4MVgslrzoS9LCh48NhHBYDPy8bwKfw0JbdRE31ro4NhDipjoXN9a6rqpcUDO62KgJqwZt0qE1crvdbsrLy9mxY8e6kD3N6CJfJgBrDc39UoPqrEZ1ViOdeArVXAhWF6q3FWH0TdSiSuRf+jTSy19Gvv1T+r9rgbkr9LOzs/pxbW1tXbIPaDHnv7nlf6Iosn37dqampuju7qa2tnbN6ugXg2aGUWAs4KXRlygwFoAA0XQUWZUJxoOYJBOqoFLtqGYiMcFsapZSeyk7indwduZsjlBdHF6zs5lQKsQDrQ/wiSOf4JEbH1mXcS+08i4qKsLn89Hc3IwoioRCIU6ePLmhuVlribk9WZOfe4SCe+7Gsn8/4cefAMD5iYeY/NwjWPbvzxlXOBwokUjOaVBVcyYYmtugoiCYTJBK5UoJJYnMwGDO+AJ0B8Ho4Wco/r3fQ3z8CfjwffT29lJaUkL1EpMrLS5Cc8DcDFK1EHPVLM3SXVVVXdFqbGzUV/Y9Hs+q7a23AsHSYDQa2bFjB9PT02ui3l3teDYSJpNp3r77/f68uxak0+l1cf2bC1EUqa6unmeCsRrjF23RMJ8+t+Vw77330tTUxF//9V/jcrkIhUI8/PDD7NmzB7hOsK5jDbAUwTKbzXlBsDQF68ZaF093+xmaTlBVbOWlvil++NYYoiDwwpkMT3f75wUQr7Zk0Gw2bxjBymQyuvNfMpnE4/FQW1u7IUnoGsHaaCK5UZirYGkZWQDSiadyTzDZIToOBiviuZ8hjHZCgW/RbUk//QzyB/7Hit97YfaYNjlbqkF/JaRqMbjdbvbv309fXx/BYJDt27ev60pnNBOlzF7GR5o/QrOzmUePP8r5mfNYDVaS2SQqKp3BTtSLiUsz6RmGokOoqIiIqKhELBE6g50EE0E6g51EMldvUDMXmlIYDAZ1K+/S0tJLrLxh43KzNgLp3l7Cj/ux7M8pWlm/fx7REh0FzH7v+1j279eJVnZ8HDWTwf6+95F4802kggKUWAw5EEAqLiYzOsr0335lnqHF3IBip9PJDTfcwMAzz9Bx8funGSJlMhl9cSGVSuHxeGhoaMgbwyQNmtmFZuc+V83SVvYvXLhAV1fXqizO871EcDEUFxeviXq3HDba4GIlKC4uxmq1kkql9GOdL9/VjVTWtNJRzfiloqKC8vLyZecko6OjWyYDS4OqquzYsUP/3eVy8Wu/9mubWsF0nWC9iyCKYl7I+QBPd/updFkZDSeRRIF4SsZhMeApMBFOZJiOpalwWrmpzqWrXbA6krXeToLJZFInVdlsFq/XS3Nz84ZfyK91q3atBBJAfOMJxMApVGdVTr0CVGcNaiaBEJuATBwxNolcuR/p5S/nygUvvGN0IfU/vyzBSqfTTExM6GUmJSUl+mRysRvTUhlVqzWqMBqNtLa2MjExQWdnJw0NDetaB9/sbOa//OK/cGH2Aik5d64ks0kQQFEVSq2l1BTWcCZ0JtcvJhgQELi57GZ+PvJzHMZcPlY8G+fZwWdJZBN6iWCBseCKAogXc51bjZX3euRmbTRMLS0YystxfuIhwo8/gecLnweYp0Cle/vwfOHzuto1/fdfJXPuHIlXXwVBIDMwAJKUCy0eG0MqLSUzOkp2bAz/x/4vbLflsgfDjz8xrwzRPTZOycGDnDp1CqvViizLZDIZSkpKaGxszJuJ6lLQnAU1oqUpWaIoUldXpxsjFBYWUldXtyx5yieTi9UoRpp6F4lE9L6c2traNZ105iPB0o5XQ0MD0Wg0b+zsYW1dBFeKkpISXC6XTraXm6dspZBhDYtd46/btF/HmmK5iUQ+9CXNRYXTwpnxCMmMzFQsjarCbDKDIAjc6LTo5YIVTsuqFaz1yMKaGxCrufcsFRC7ETAYDPNK6K5lCKkZuKiokImj7Px1AKS3foBqtIK9BNWQM3KRb//UPHIFQHZxF81UKkUgEJhHli+XPQZrS6oWQ0lJCUVFRfT09BAMBmlpaVmTSYxm064hmomyy72L39r2W3RNdPEvZ/8FRVWIZXOf4VRyimAiiHrxPwkJSZQ4P3OetJxmMDKIWTTjtrjpC/cxlZzSiZVGtFaCbDar97RpBglX4zq3FdWsZEcH0cPP6KpS1u9n/D93oEQiugnG3N6ognvunvPaTkwNDZgacgHtiVdfRbDbEe12VEVBCQaRAwEEqxUVyF64QDyTQUnEyfr9yBd7czOZDLORWabOnUMQBLLZLOl0mp07d+ZFoO1qoKlZGkHUJt2iKGK329m3b9+KLc63UongYnA4HJdYuq9VmVomk8kb8qlhrpGEZmc/Ojp6xT1Ja4nNIqQGg4GmpiYikciyhHOrWLTnO/LrrLiOq8ZykxFN1dmMyYbWewVQ6bLq/54Zj/AvD9zIF57r4ZkT4/gKzeyuKOLMeIRIMstIKFf69vUj54BcaeFKyNZaKFhzs3QmJibmBcRu9CrU5XCtK1gLoTqrkW//lO4YKN/+KcST/4oQn4RZP2qBF6nzfyFeeBXVYEHteQap//nci7MpTI/tAIOFdO1BBls/SSAQAMDn8y1JltebVC2EyWRi9+7djI+P09HRQVNTEx6P56q2uTCMWHP+A3h28FkkQcJr8zKVmCKcDiOrMibJhKIqZJQMLouL2fQssipjFI3cUnoLfaE+oukokUwEWZF5dvBZ+sJ9y45lvXt5tpqatTAXC3LlgJqytNjzAb1XC3K9W4bycgSzGcnjIev3oyaTYDSCLKMqCiSTGHfuxPUHv8/Epz9DZmKCTCbDwDPPIvzj/8JiMVP5yqsYjUYs+9vJ7trFmTNncLlc1NfX583i3EqhBRRrvVlzLd2rqqrweDz09vYSDAZpaGhYlCzIspw3hglX2vOk9eV4PB76+vqwWq2X3d/VIB8VrIVjEgSByspKSkpKrqgnaS2x2eYRGtnWCGdDQwNut3vec0ZHR7ntosK9FRCLxYjFYnq1RyKRyIsFtesE610GzehiM758Cx0EP3kwt9o6Ekrw5oUQiXSuz2abz8GZ8QiFFiOH9pazvczB14+c50uHdq7q/UwmE5HI6ntCFmYZaVk6SwXEbiaudYIlXHiVbT1fw3j+S/pj4oV7YaIHaaofsfc5BFUGOQuqjBAZQ3WUk739U0gnnkL+wP9AddWh3PgQxq80MFV3L29770WSJHyiyJ49ey7bv7YUqdqoiWZpaSkul4szZ84QDAZpbm5elxXju2rvotnZzEeaP8Ln3/g8XcEuMmqGZDaJJEgUm4uJZqLIisxIdARBEOgMdpKW08xmZrFIFhQUxmJjTCWnuKX0lkscBTOZjN7Tlk6n55Vfrhe2opo1F8s5+i38e9bvR4nHc6qUouRcBjUTjIuW7pnRUQJf+OtcOHFnJzQ34ynxII+Okunvp+TRR+dtc//+/QwNDfHmm2+ybds2ioqK1nYn1xmLqVna41arlT179ug23/X19ZcsZGSzWWw222YM/RJks9mr6re12Wzz9lezNb+a8eTbffFyVuhms5ldu3bpPUlrGcy7EuRL9dBcwnn27FmdcGqLxn6/f0soWNrn+dxzzzE9Pc1DDz3EkSNH+OpXv0pbWxt/9md/tqkLI9Jf/dVfLfX3Jf94HfmJpQJ2I5EIoihueh39XCVrNJRgYCrOZDRNVlHpD8bIygrtNU7+6L2N/PtxP6PhJIf2leuvPzYwratgl0M2m2V6ehqfb3HDg7nQmukHBwfp6+sjmUxSUlJCc3Mz5eXlOByOvCkRWYhkMqmXVV2TcFZzPFlJ6a/8V6ShowipWZSaA6jlbSBnESQDQmwCpekDCNFxkNMgiGApRAyeRu5/CUP3t5nsfQ1bbBiDmqWqUKWyspKiml2XkJW5pEqzfdZWHbWcqg3P0zAY8Pl8ZLNZzpw5g81mWxOSUG4vn/fzLvcuAM6Gz5JSUhRbinGandiNdiYSEziMDrYXbyelpBAQsBlt2Aw20kquFFdRFZxmJ0k5SUpOcajhEO+veD/CrEB/fz9+vx+z2Ux1dTV1dXW4XK4NuQGKoojH48FisXD69GmAdctnWisYyssxlJcv/8Q5EB0OCu+/n8z5AZRwGENpKQBqKoXo86LG4qiiiBqPIyQSCKqKAAizs8gDgwiiiDw5iWXPnnnvLQgCTqeT4uJi+vr6iEajOJ3OvJgsrgaa2yCgn9vaee1wOCgpKeHChQtMTEzgdDr1a/7k5CQFBQV5QczXYiyCIOj7Ozw8TCAQwOl0XtHCjRbonS8EFHIueJqxyWLQAuADgQDDw8MUFRVtCElMpVKEw+EVzUk2AgaDAa/XiyRJHD58mB//+MfcfPPNPPnkkzzwwAN5H3mhEazHHnuMhoYG9uzZw+c+9zluuukmBgcHmZmZYe/evRuhGn5+sQevE6xrEPJiuSgXEY/HN8QmdCV4YzDETXXF7K1yclNdMWeDUcZnkyQzCi0+B5Io0DMe4dhACJNBYGg6wdPdfgotBv21S0FVVcbHxym/zCRFlmUmJiY4f/48/f39KIqi2z6XlpZit9u3xAQilUoRiUSuahUy3zE2NobP58MweeadEsGhV5E/+FXUomqk/ucRps6CZEIVQFVU4vEYwsQZztd8FGesH1vzHRimehF2fihHlGaGcxt3VuvqVD6RqoXQJkUej4ezZ88yMzODy+W64u/oXHK1EH3hPhLZBCOREWbSM4RSIdJyGpmcemU32rEarKTlNJIo8dn2z/La+GsYRSNVjiqycha7YCcYDDI+Pk6lo5La2lpqa2s3jFQtBqvVSllZGePj4wwPD+N0OvNu9R2ujFxprwNI9/YhOhxIrTtI+/3IySSKKCKaTDlSpalakAsrzmRypMtmRY0nSLz4Eplz5xAdDrJ+v75do9FIWVkZiUSCnp4e7HZ7XpCO1UAQBL1sUFVVZFnWz29JkvSA3p6eHiRJwm63MzExQVFRUV6UhQeDQZxO55qMRdtfSZLo6elBEIRVl+gGg0GKioryysV2amoKs9m85EKyKIq43W5sNhu9vb2kUqkl3WHXArFYTHcZzifYbDbq6uo4fPgwX/ziFxFFkU9+8pObfs9bDqqqIooi//zP/4zP5+Pw4cOUlpby6U9/msOHD7Nt2zZaW1s3jWDl/+zxOtYU+ZKFtZAcHRuYZiSUYCSUIJVVCCcyuntghdPCwGT8sq+9HBYzuchkMvj9frq7u3n99dcJh8NUV1dz4MABduzYgdvt3hKkai6u9RJByE0EZFlGqT6AUj0/LFitOUB2/4NkLW5Czp28Xf1bkI5ijY9hysbZfvrLmOQ4htNPg2REGO1Evv1TZG/7U+SqW5BlWe/PmLuirRGrfIPFYmHfvn3Y7XbefPNNwuHwmm6/M9hJNBMF4D2V7yGeiWMWzRSYCriv6T4UVWEyMYnP5qO+qJ7Z9Cz/du7fSGQS7HLswpgwMpGY4Dcrf5NP3/5ptm3bRm1tbd5MxLXerLq6Ot566y1GRkbyxl31apDs6CD8+BNM/sM3mJmZYXJyksnTb4MkYdm1C4vbjWS15koFBSHnMAg5onXxmqfMzCJarSiJBOneXtK9vSQ7OnX3QsgRlKqqKvbs2cPAwAA9PT1b0mRHkiSMRqMeA5HJZPTqj5KSEvbt20c4HObEiROk0+m8qWBYj9wpj8dDW1sb0WiU48ePE4/Hl3/RReRrD9ZKF3GKiopoa2tDFEU6OzvX/Ho6F5crXcwHOBwOvvrVr/LYY4/R39/Pn/zJnxCNRjd7WEtCOyd/7/d+j/7+fl566SU+8IEPANDf3687IW7Wffy6gnWNQXMJvBw01ab0YunIRuPYwDT/ftyvlwg+3e3n268NcfjEGDOJDKF4GlmBiWiammIb1cU5EwyzQeQjN1Tys54JRsMJIKeALTTNmAtBEBgeHsbr9TI2NsbZs2cZGRnBZDJRXV1NQ0ODXjaUjxPplWI5pe5agFayY/I2grMaAFVVmB06TeyVbzIV9GOLjWCWoKSiFmn8LWj4T5CaQdl7P0JyBqX5l5H3PwhKlmzlLXoYab4pVSuBIAgUFRVRXFxMb28vsVgMl8u1JmMvt5fT7m3npdGXdCWrzdvGUGSItybfQkHBJJlwmV1MxidBgWq1muHkMFbJyowww0xmBovNwkB0gOeHn+dXan5lDfZ6bbFV1KyVIJlMElBVhosKma2uwjYwQNUjj1B67z1Y6utwPfgg6XP9pN46AaKIoKkfGjEyGnPEK51GTSTAaMRYUYGaTpMZGCA7PILt4MF57ym/9RaVbW2k02l6enqwWq15VSa2EmiqlRYFMbc3S5IkPB4PJpOJCxcuYDQa113hWAn8fj+lpaVrTvjmKjo9PT1kMpkVuXiOjo5SVlaWNwQUYHx8nOLi4hWTmbklsOfOnSMcDlNUVLTm+xQKhTAYDJctXcwHmM1mjh49yvve9z4+8YlPUFpayrZt2zZ7WItCu3dPTU3R3t7Oww8/TF1dHdPT09TU1HDLLbdgNBo34py9XiL4bsFSJYKiKDIyMkJFRcUGjugdVLqsutnFG4MhPnvnNiqcFt4eizAZTXN7o4dEWkESBUwGEVWFoekENpPEy/1TmA25C96Z8SiH9pVzaF/FouQqkUgwOjrK+Pg4oVAIq9VKXV0d9fX1FBcXYzabN/1GuVbQiORWy61YDSYnJ3E4HBiNRiYnJzl//jxnJ1Jk7GXYd/4yPp8P89DLiN5tCKlZhNAFhMleBDmJEBmD2CSK2UG67T+DqqIUViINv4bgqtkypGoxaCVb0WiUvr4+CgsL16R0qDPYyUujLwHQ7Grm+MRxEnICWZUxCAaScpLJ+CShdIiUnGJUHiWlpgikAsymZ0GAmdQM/TP9TCYnub/l/qse03pgK/ZmadCucWfPntXPj/r6+lxz+slTFNx8E/BO2aDtttvIXhii+I/+kMTRozlLd1FEsFoRCwpQo1EEqzVnigEgyznLeFkmMziolx0aystJdnSQ7OjEesN+CgsL8Xg8nD9/nqmpKVwuV15NtleCuQssiqLoSrYgCFitVqampjAYDAwNDVFYWLipKoSWUbRe31GLxUJZWRkzMzOcO3eOgoKCJa8p6z2eK8GVklDNJViWZXp7ezEajdhstjXbt8nJSex2e14vRPT19XH27Fm++MUvcujQIR577DG+/e1vc+DAgbwzt9GOy+/+7u/yx3/8x/r31Gq18k//9E+8//3v36ihXCdY7xZo/SOLQRRFhoaG8sIh5uluPz3jEUbDSd2u/fxknNYyB7VuG7ICqazMropC9lU5aSixU+my8tk7tzEaTnBo33ySGI1GGR4epre3V59wpFIp9u/fj9vt3rKr08tBI1j5cEzXA9lsltHRUSYmJhgaGkIQBMrLy2lubsaXOEtB/w8xnPxnyKYQ5FSut0oQQMkiZOMXe00UhHQUQ/9PENXc5Mkw/BpK9a2bvXtXDW311el00tPTQzKZxOl0XtGkoDPYyY8Gf8RYfEzv0RqLjVFrr+VzDZ/Dm/VyJnEGu9HOrzf+OmUFZViNVh5ofYBXxl7BJJnwWD1E01EySoaEnEASJRLZhJ6/tVTv12Zhq6hZ8Xic0dFR+vr6mJ6exuFw0NDQoGeGzS0dW6yHK+v3kzj6Gqm334ZMBkQRNRZDCYfnOw7KMiqgzs6izM5i8HqRp6Z05SvZ0TnvfTQTFkVRePvttzGbzXnfIL8Qc9UsrTcLcvfM0dFRdu3aRUFBwarUnfWA3+9f9wVS7ZpSVFTE2bNniUajFBUVLVo+vxHjWS20++GVHB+tD83r9TI6Oorf718zE4zx8XFcLlde9PJdDh0dHSQSCd73vvdht9v51V/9VUpKSnj99dfZv4yjKcBPfvITPvjBD/LYY48Rj8cXtXt/8cUX+dCHPsTXv/51/uVf/oXf+Z3fWfU4U6kU3/rWt3j00Ud57bXXqKurIxgMYjKZmJmZ4Qtf+AIPPfTQqrd7hViUYF23ab8GsdRFRfvbZmcxALoroNZrVeex8dbILBajSCwlMxVLEYqlubm+mGMDuVLACmeukdZhNqCqKrOzs7qdusViucROfWpqinQ6nXdBiGuJzT6O64FMJkMwGCQQCJBMJhFFkdLSUmpqaubtr1pzALnmAPBlhPAQckkr0tkfIyRnyLb+BoYz/wbpKErjBxCnelHK9yNX34pSfSvS0NHN28F1QEFBAe3t7Vy4cIGOjg527NixardQLSdLVVW+0f0NPur6KN8NfZdWSyt2u50PH/gwP/75j4ln4xyfOg5AJB3h2z3fRlEV3BY3wXgQBQWr0UoikyAtp/HH/HlJrOYiX3OzYrEYwWCQiYkJncjs3bt3SRXlctbuhffnlERTSzPp3lxWmaG8nPiRI2SGc6YvAuSys+LxHOmSpFyeliwTf/llsn4/Wb8fy/79TP/tV7AdPKgHIZeWllJcXExPTw+BQICWlpa87Tm5HDRL92w2SzabnWd4U1hYqJ9jXV1dtLS0bLkA5tVAC2T2+/10dXUtmpmUj1iL+Y3RaGT79u2EQiFOnTqFz+ejsrLyqnq00+l0XpMrWNyi/b3vfS/vfe97l32tLMv8/u//Pi+88AKVlZXccMMN3HPPPezYsUN/Tjgc5uGHH+YnP/kJ1dXVBIPBKxqnIAjs2bOHjo4OHA4HP/rRj/SF2NnZWe69915gc63xr91Z57sYy11YDAZDXmRXzDWrODYQYmAyToXTwmQsTc94rrnSJIl867UhzAaR7aW5G9mXnzvF+cAMjcowDocDn89HfX39oiTKbDaTSqXyWpK/jhzS6TSBQIBAIEAmk8Hr9dLc3ExBQQEDAwOXlHUKg68gDh3Nuf+hIoWHkMJDKEVVUFSFYC5ANdoRsymE6bMQDSLMDGN85SuoRVWoRVUYX/kKgE66tjpEUaSurg6Px8Pp06fx+XyXkNLLQct/CwaDTE1NEU6EKawo5K49d3FD6Q10Bjv5m6N/QziVCyAei42RklMk5SQVBRU0FDXQ5GzihaEXUBSFcCqMzWAjmU3SFexiqnCKtpI2OoOdethxPiIfcrNisZgebm4ymfD5fOzbt2/NrtmF998/L8wYIH7kCKLDgWn7dqL//u8gCKipFILVimCzYSgsRA4ESGezmFpaSHZ0oEQiOrnSoAVkB4NBOjs7qaurw+fzbTpRXS0MBgOZTIaxsTG9P0tTuOrq6vB6vfT09OB0Oqmtrd2QssjNMGMRBIGKigo9oHh8fFwP6dVKKfMJa/0ZuVwu2tra1oRU57PJhYbR0VEOLui3XCneeOMNGhsbqa+vB+DDH/4wP/zhD+cRrO9///scOnSI6upcL7UWDrxamEwmbrjhBlpbWzl+/Ditra1MT09jt9spLCzUXS0307TsOsF6F8JsNpNMJjedYM1FhdPCaDhBocXIvionrWWFTEbTvD4Q4iP7K/j4XidfP3KOD3jjOJ1OnlUKufXW1mVPnsWcBK9FiKKoTwC2EpLJpE6qVFXF6/WyY8eOSwixJElks9n5wb+VN6NW5PpMzD/+I5SiKsSZESiqRvR3Ipw/gpCYAkFEDJ4GVKT+n4JkRI34UYD0Bx/b4D3eGDgcDm644QbOnz9PR0cHra2tiy4yqKpKOBwmGAzqJWcXtmEeAAAgAElEQVQ+n4+GhgZMUyZ8Xh8+cpkt7d52uia6+NovfU0PEO4M5krFyuxl9IX7eHvqbSRBwigYSatpskoWSZT43I2fo93bTmewk66JrrwmWLA5alY0GtXVeLPZjM/no62tbd2u06KjgHRvH5Ofe4Ss358LJgbiL7+cM7q4CDUWQ41GUaJRRK1EsLsb0Wa72I/VSbKj8xKi5fV6cblc9PX1EQgE2LZtW96v3kOu9CgQCOgr616vl3379ukky2AwIIoidrudtrY2RkZG6Orqoqmpad3jTzZzNX6xkF6Xy5VX8whYn+BjSZKor6/H5/PR29uLw+Ggrq5u1ZUx+VA5tBxGR0evuN1g4WsrKys5duzYvOf09fWRyWR4z3veQyQS4Q//8A/5+Mc/vur30j7LkZERXnnlFb773e9is9kwGo2k02nuvPPOFalu64nrBOsaxHInsGbVng+lDccGpnljMKQbVeRcAV3cUudkYGyKX/SmiE36mZqSiapmutJFjPYlqHTZ+MZLAwDcWOu6rHX7u4VgaVbtW4FgxeNxfQIjCAI+n4/du3dfNkdFVVUkSSKZTOrOf8A72TXDryHOjKBU34pSVI3Y9+PcC012yMRAkUGVARHkNErJDsTpswgzw4hDR68J5WoxiKJIY2MjMzMznDhxgoqKCiorK3VSFQgEdLcsr9dLU1PTvMnbciTo5NRJBmcHczVlQDQdpcBYgIqKy+IiGA9iFI1k5Izef6X9C+S9kgXrq2apqko0GtXL/6xWK16vl/b29g0padbKBQHCjz/x/7P35tFt3ee57rM3ZhIAAQIESHAQxVEURU2k7Fhxmzhp2jhxHNf33OS4bm+btk7cruubDj4rbXPa1PesnntPT1ZPUjerTp0mndwkXTdOmsZ1nNhRXNtKZJEaLHGeJxAAJ5CYh733/QPa2wBFUpTEAZL1rKVFWyLBjWHv/Xt/3/e9LyX3vZfVb3wTJR4HkwlBp0OJxXLfYDRAJoPgdCLFYigrK9r7vhkGg4H29nYWFhY4f/48dXV1VFVVFd0icz1R1dHRUSAIZVkuiHNQoxxqa2txu90MDg5isVhobGzcsfdvJyzar5eKigocDgejo6P4/f6iE1jpdHrHjmlty2RDQ8OWM62Ksdq3HjcjsNarHq59ztlslp6eHl555RUSiQT33HMP73rXu2hpabmu3yXLMjqdji984QuEQiEeeeQRMpkM0WiUQCCgtcfvpai9I7BuQ671YVIrWMWA6igI8IWXhzjkMXHSHubigJ+GKhdNHhtCmZ0DB1r5z+ZcuPDTp0YBeOK+xms+vtFoJKYuEm5j1LbPYkXdnQ+FQppT07FjxzZsl8ivVMmyjM1mY2JiAp1Od5VjlVx3ksy9TyLXncy1/Fk9CLEQigKClAFFfV1kyCYRg2+hOPahlNUWzGHdrkKrrKyMzs5Oent7GR8fR6fTUV5ejtfrpbW19Zo74mrVCcAf8/PUm09xYeECy8llqq254faJ1Qmi2SgZJUMymyQlpZCQiGajiILIa/7X6An1EEqEuH/f/Tz15lPMxeaAawu5vWY7q1mqqFIrVRaLRWvj3OuFs/3RR5EjURyPf4rwM18m2d1N1u/HdPw4qfPnkUIhpGAQwWJBAVBAWlzE8finCnKykt3dmLu6tK+Qy1lyOBwMDw8TCAT2pO1yLVsRVfmos1lqZla+CYbFYuHIkSMEAoHrXnhfD8UgsCAnnA8cOMD09DQTExNMTU3d9HzSdnE9GVg3Qn7LpPp5bm5uvmZ1dqePaztQ59qdTucN/XxNTQ3TV2Y5IecwuTY+pqamBrfbTWlpKaWlpfzsz/4sFy9evG6BpV5/rVYrn/zkJzl69GjBv6txRXspavf+bLjDrlMsYcOQaxGbnJzk7NmzzM3N8f6GUg4cOMAbS6X87LE23nvAy1Awykw4ueWA4XzeaRWsYkGd5xkaGuL06dMMDw9jsVjo6uqiq6uL2traq242aiaVGvyrDpgLgkBpaSknTpwgFotx4cKFqz6/+eIo864nkD2HSD3+UxRrJUrZPhBzv0uxVQECJFcLfv52M7yAtzPvLl++THd3NxaLhfr6ekRRxG6343Q6t7Qg6vR08lj7YzzW/hhzsTk+d9fn+PaHvs0B5wFaHC1E01FcFheHyg/xiw2/iN1kx1PiwSSaqLXWUqIvIZwKoygKFr2FH8/8mLnYHEadsejFVT5qNSsajXL+/HkSeW10m6EuWoaHhzlz5gzj4+NaC+eRI0eorKzc80Wzuauz4KuKob4e20MfxfqRj6CvrwdFydm5CwJyJIIci7HwJ59j5Wtf05wF1a/R7/5bwWPp9Xra2tqor6/n4sWLTE9P7/pMUSqVYmpqiu7ubi5dugRAR0cHXV1d1NXVbamFUafTYTQatbZsNaBYEASqqqo4evQogUCA3t7ebb/3FIvAUjGbzfh8PrLZLOfPnycSiez1Ie3anJPJZOLQoUNUVlZy8eJFZmdnN/08p1KpW0JgqZEFN4Ja7R8fHyedTvONb3yDBx98sOB7PvrRj/Laa6+RzWaJx+OcOXOGtra2Gz7m8fFxPvOZz/Dcc8/R09NDIBBAUZSiEPvFc6beYdtQW6c2OtnNZjOLV/rt9wJ1gDsUCiGKIl6vl46ODmR3XBNRYwsxzk4u01Zl45WBef71gp/8ZzOznODpU6ObtgfCHYG1m+S3ni0uLmK1Wjc1IFF/Rv2TH5C9XjaVWklYXFzUdom9Xm/h45nsyHUnEV7+Y4wvfBohsYji3A86Y862XUojVxwA0VAwf3W7CCxJklhYWCAUChGNRnG5XJqFt/p6+nw+hoeHCYVCHDx48LrmYiLpiDZ/BWhVKJfZhcvs4rH2x7S5LFmW+fC+D/NPg/+EXtTz6aOf5s/O/hnRTBSb0UZaSvPUm0/hK/VxvOL4LSG2tlrNUkVVKBRiYWFBs31uaGgoyjZetdL09tdOpPAy2alplv7n55EWFpCj0ZyroCxrrYP6hv0o6XTOkTDvAq1WvwBWn3uuoB2xvLycEydOMDo6yrlz52hra9tRE6LrrVRthfxqlroZpM5mGY1GDh06pM0q1dXVbZvJR7EJrEwmg8lkoqamhmg0yuDg4K6afqzHTrYIrofb7cbpdDI2Nsb58+dpbW1dN6LgVnAQnJ+fv6nKq16v56/+6q/4hV/4BSRJ4td//ddpb2/nmWeeAeDxxx+nra2ND37wgxw+fBhRFPnN3/xNDh06dN2/SxVQ999/Py+//DL/8i//QiQSIRKJsLCwQE9PD+Xl178pv50I19hB2n3LmjtsC+l0ekOBlUgk6Ovro7NzdxY0iqIQiUQ0Vyx1gNvj8RTs6KjzWABfPzsDQF25hXhawmExcKy2jJONLt6cWN5SeyDkbgAXLlzgxIkT2//EioiJiQkMBsOu55HIsszy8jLBYJClpSXKysrwer24XK4Nb7DXI6o2IpPJMDAwAMCBAwcwGAyIU6cxvP555LqTOXfBsloEfw9iagUyCRTRgJCJoxgsoDOheA6ilHpQyt7uNxdWpsl2fPyWahfMZrMsLCwQDAZJJBK43W48Hs81A3MXFxcZGhq6pstbfovgpcVLpKU0kXSExdQiJfoSLDoLcSlOIpPIWbNnE6BARs5g0BmIZWJk5Sw2ow2jaCSrZKm31TO8MkxzWTPvqX4Pj7Q8siOvzU4iSRLDw8PE43Ha2towm81abMTi4iI2mw2Px7PpuXCrEH7my8RPnUKOx5ECAUSn8+3sLEHI/dHpEIxGhCuLW8Fo1FoF3f/3U+tax4fDYQYHB6msrKSurm7b2nnWE1Ver3dHFriq+YXaMqg6DULuOjUyMkI6naa1tXXDOdOtosZW7Nu376aPezuYnJzU4lEgd22fmZlhbm6O5ubmG241uxnGx8exWq1UVFTs+u+ORCIMDg5SXl7Ovn37Cs57tcJVU1Oz68e1Vc6dO8dXv/pV/v7v/36vD2XLvPLKK3i9XiwWC2azGZ1ORyqV2u1zZN0LV/FshdxhW9msgmUymXa8qrO2mlFaWorX693Uead/LqLlXQGksjJ6UUSWJarKzPxcm5eOarsmwraCarV7u7Obz1OWZRYXFzWTBKfTidfr5cCBAxuW5fMFVf7n8npEVT4Gg4GOjg4CgQDd3d20tLSw9nYqrEwjtz2EsjKNUlaLOPkGku8Y4twF5PImBClF+sNfRJw6jW7qNJl7n9QEWrGTyWSYn58nFAqRSqVwu900NjZSWlq65dfT5XLR1dXF4OAgwWCQtra2dVtY1GwsgGd7n+Wx9scAePSlR7EZc0Y57/W8l0uLl+hwdeCP5SoXQ8tDRDNRSiwlzMXmWEmvoBN0eCwe5mJzKIrCdHSaV2dfpcXRorkM3gqVLMgtpFtbW5mZmeHMmTOIoojT6aSyspKmpqaiaFG5WZLd3SS7e4i+8AJyOIwiSSCKyKtXWmxFURNXKAq6igqUdArRUoJos60bdpyPw+EocLtsa2u77uw2lZ2oVG0F1exCp9Nps1mqMY+apbS0tMRbb72Fz+e7KTfKYqxg5ZtlCYJAbW0tFRUVDA4OEggEaGpq2tWK0l5aodtstgJnyaamJk1kptPpG/5s7xazs7NFLQDXsrq6yje/+U0sFktBxmtdXR2///u/v8dHd0dg3bZsdgFXk+q3G3XhHQqFWF5e1qoZzc3NW9rB/bWT+2irsvHmxDIXZlY4WlPG3fudnBpcoD8Q4d8vB+iotmMzbf1jeyu49mwHBoNhR41L1HmeYDBINBqlvLyc6upq2tvbN3yN8wXVdoiq9aisrMQdHSD8o//OssFAee27ELkirq6YX4hX2v/EqdMohlzrhhgeAyknSG+V9sB0Oq29B9lsFrfbTXNz87rtKFvFYDBw6NAhLbOosbFxy7kkLc6WgvDgDlcHj7U/phlYxLNxUnKKaDKKiIiMDEquzbCxrJHoahS9oCeUCBW4DBa7wMrfPFpeXsZut2uL6EQigdVqvS3EFeRaBnN/Ool+99+wPvgRlv7n5zG2tpJ44w1k9ZqTSoGikJ2cBJ0OyWSCsTEyExMIFsuVzK2cU6HaLqiaYKhul6urq/T19VFRUcG+ffu29BquJ6oOHTp005WiG0EURQwGg1bNyrd0Ly8vp7OzU2sjO3DgwA21RWYymT03B8knk8msK/jMZrOWhXb+/Hnq6+upqKjYlftxJpPZU2dDURSpq6ujoqJCyw1ramoilUrtecvatZiZmblhB8G9wGQy8YlPfIJEIkEkEmF0dJRvfetbWvVyr23x7wisdyiCIGxLpobanhQKhVhdXaW8vJzKykra2tpu6rH1Yu6kmFlO0FhRwkgoxqXZVZZiaSKp63fL2+sTbafZiRmsbDZLKBQqaD2rr68vmOdZy3qiShVUO/X665vei6vxPczMzMArn8Fae5BSs/2qIGGp+YPoLn0TTFaE5WnQ6TG8/vmcrbvVo31vMYUPp1IpQqEQoVAISZLweDw3vDjbDI/Hg8PhYGBggFAoRGtr67qLFDUoON9u3R/zMxebo6q0CoAH6h8AYCg8xDOXnkFSpJy4As1ZcCg8hCzLzGfmEQSBS4uXtMdaj72ubCmKwvLycsHmkRqErV7nvF7vruZm7Sa5Vr8erc1PWlgAQUA0m5ETiVyroE4HBgNIEiSTiF4PluOdJLu7qfzK23N7quNg/uMB2O12urq6mJiY0KpZ60WJFJOoWsvaalY2m0Wn02l/mpubNSHpdrupq6u7rvukKtqKhc0yp9QIjvLycs1tr6WlZcffp2IJ87VYLBw+fJj5+XnOnz8PUDStnRsxOzt7Q/NQe4GiKJhMJu65556Cvz9y5Ajf+c53tO+5I7DusO1sxao9lUrd0G5YJpPRFn2JRAKXy8W+ffs2XXhvhfwZrM46B/2BCLPhBHfVO9nvLuH89Ar/7/eHyP8VZ8aXrukuqIqPYrjo7hTbJbDS6bQmqtLpNBUVFTQ1NWG1Wtd9bwuCf3dRVK1FbU1R9h2i2/oBattaqclMgLmM7IlPat+n/+nTKDojQjoC6Si6c38HNi9yaa5qI6xM73n4cDKZ1M6v/PDlnd65NhqNHD58WGu7bG5uvmrgWRU56lfVpALAV+rTDDCsBivRTBSHycE++z7OBs8iI1NmLCOVTZGSUsjImEQTKTlFdzC36O5wdRQYX6i/ay8qW7IsX5UX5vV6C0TVWnYyN2uvUR0GrQ9+BPujj5Ls7r5SmcrNW6UGBlCSSQSTCSWVQlkOE/vRjxDNZk1UqUIN0Eww8hFFkYaGBjweD/39/TidThoaGshkMkUrqtZjbTVLzexRHTyPHz/O5OQk586do7W1dcuZlMXYInitapHBYODgwYPb1iZ5LVRRWwwIgqAFbv/0pz9lcHCQ1tbWor0m3Cotgmpx4IUXXuAHP/gBhw4dora2lqamJn7wgx8UtAvuJcVzpt5hW9lqFtZWT3R111BtT1KDSa9n5uNa5GdiPX1qFLf1bUHUH8jZv56bDmMxiHzm+csFP7cZqpPgHYG1PuqCPhgMFlRJNmo9KxZRtR66xvfSWdPJxIQLf/dpfOnX0QO64e8DoLiaQVEgmwRBRDr4EJgdZO59EgDjC5/ek+NOJBKaCYwoirs2P7IelZWVOJ1O+vr6CIVCtLS0bLio85X6tJksdT4rv8Jl1BnpDnZrFaxoOoqEhHBlJjgl5+z2JSQWE4u8MfcG++37NVfBZ3uf3VVhlW/asrKygsPh2HJemMp25mYVE2q1ydjaqgkrgGwwiFhSgqDXI1gsyCsrOTt3WQZJQs5mCX3mDxB0OoyH2pFmc8JKtNm0xzF3dRZUs6xWKx0dHQwMDPDjH/+YkpISfD5fUYuqtWw2myWKIvv378fj8TAwMLBl571iE1iSJG1ZzKhtkuPj45u67W0HxXauGQwGTCYT9fX1XL58GY/HQ21tbdG1Evv9/qKvssHbDoJGo5FUKsWZM2d48cUXuXjxInfddRdPPfVUwfftFcVzpt5hW7nWBWYrWVjxeLxg19Dr9dLe3r6jlroAf3d6kjPjy1Q7zNQ4LZwZX6a8xEgqK/OeFjevDi3wPx4+xNOnRplZzmXRbFbJUk/CYh8wvRmuN2g4Ho9rokrdZTt06NCGgruYRVU+ct1JRKChoYFk6kPE/uN/EKq8n5quxxAEAdNX34/ccj/C0ihCJopu4j9QStzoz/5NQaVrN4jFYoRCIebn59Hr9Xg8Ho4cOVIUGwEmk4mjR48yNzenmYisNz+gVpnyyTfFULm0eInz8+cp1ZfmAonlqzcDRldHMevMZOQM5+bPMRQe0izfAa06tt2W7rIss7S0RDAY1EI21Tbnm/lc367VLHUuC2DhT/w4Hv8UkMu9Sg8OonO7yUxNIVqtKPE4YlkZcjyOHImQOtuNeKVak5meRjAaKfv1T2Du6mL1uecw/af/dFWlqnp5makrM6Z7OVtzo4iiiMlk0uzc82ezSktLC0wRmpubcTgcGz7WZi15e8X1nCM6nY6mpiYikQj9/f2Ul5dr2XzbgZpHVmyorWoOh4POzk6tetnS0oLdbt/rwwPeDkEvluPZCh/4wAf4wAc+QDAYJJVKUVdXV/Dve/1ZuCOw3qGoFax81BNM3Uk3GAx4vV6OHj26qzvpkVSWJ+5r4O795Tx9apS79zuxmfS8NpLL7lqIpvnM85fpD0Swmw08fWpUcx9cT2TthmviXqPT6TSb4I1Q39tQKIRer7/me3uriKq16M/+Dbrh72MCFJsN/Q8eIytJGGuPIaRWEVamwWCG1DIkw6Azob/8TWTvoQLL9p1AfQ8WFhYwGo14vV6OHTtWdIsmyL3PPp8Pp9NJf38/8/PzNDU1FexY5wud9cSW+vc/nvkxBtFAiaEEl8XF2MoYgFbZEhBQUEhKSfxRP98b/x4pKcU9Vffgj/kZWh7i94793rYJq3xDHnV21OfzcfDgwW39XN+u1SwVvc9XkKEVfubLpN56C2lxEV15OZloVJvXQlFQkkmkbBbBaETncKCk06x85zsEf3qGzEsvEQOcP/MztKTT2E/m5h/D//4ixz/1SWZmZjh79uyGYr/YUUWVKrLUapba3ux2uxkcHMRisdDY2LhupSqTyRRN+9vNtF+pbnvT09P09PRcU1hulWIdBchvpVSrl16vl8HBQUpLSzfNitwtVHF6K12bBgYG+Ju/+Rsgt85rbm7mYx/7WNFspt8RWLcpW6lgLS4uoigKKysr2qKvpKQEr9dLV1fXni/6VOF0934nz1/wMx9JMbUcJy3J/GRsCZ0osBBNc/d+Jya9uGkF63YXWBvNR+Xnj6l5JZ2dnRvehPJF1dqMqr0ut2+V7IlPatUo0z8/jO43vs/K0hKDg4N0VaUoKauFqdMojv0I0QDE5xEUSXMT3E6Ti/xNi4WFBSwWCx6Ph+PHj+/5+bVVLBYLx44d0xa4bW1tlJWVXfV9a8VPT6hHM62wGW2k5TSheEhLDCkxlBDPxJGRUa5ELiooJKQEJtmkmWG0OFqwGW03La4kSdIqVZFIRHPC3G5RtR63bzWrc93/17ndWB/8CPN/9NlcQHH+Zp4koaRSSPE4Kb2OrMmIOZHElM3ijkRx1NUR/vcX4eTb516+COnv7ycYDNLc3Lzni9LrJT+gOJPJFMxmWSwWjhw5QiAQ0ILU185AqqKsGLhZkyxRFNm3b5/mtreZsNwqe+0guBGpVOqqe25JSQlHjx7V3u/9+/fvSXaXSjAY3LKDbLHwR3/0RzQ1NXH8+HEymQxf+cpXGB0d5U//9E+L4nNwJ2j4NmajsGFZlvH7/YyNjWlDt16vF7fbvWcX73yDi3xsJn2Ba2BHdRl/8fIwkgzL8TQmvUi1w6KZYdQ4LdxV7ywQW6FQiJWVFZqbm3fluewVp0+f5p577ikQzGr+WEVFxYY3rs1E1a20m7Uepn9+mMy9T+Ys2zMZBgcHkWWZE92/AyYbYvASCCKypyNX1cqmtO9XEadOX5fQUhSF1dVVQqEQi4uL2qaFy+W65RaEa4nH4/T19VFWVkZjY+OmC6z8Wawfz/yY5dQyi6lFRERNUKmVKwUFnaBDVnKfP5fZhV7QU1VaRSQTwWV28asHfnVdEbeZ8JIkSctsi0ajuFwuvF7vTRvy3AzLy8sMDg7edtUsNTMr6/ej9/nI+v0kTp9G53Ih2mykBgYgnc7NZskygt2em4eMxQAQHQ4EoxG9z4ecTFBy788UPH7W78f64EcwdXYyNzfH5OQkLS0tuFyuvXi6N40sy2SzWe2amx9QnE6nGRoaQhAEmpubtcX52bNnOXHixJ4dcz7JZJKhoSEOHz5804+lKAqBQIDp6embEhpLS0ssLS3R1NR008e0nSwuLhIOh2lsbFz339PpNMPDw8iyTEtLy57M3nZ3d/MP//APfO1rX9v1330jpFIpDhw4wPj4eMHft7e309vbu9uHs+5FXPenf/qnm/3Qpv94h+ImP9RVkiQWFhYYGxtjZGQERVFIp9OcPHmSysrKPc9uqXFaNJOLNyeWuaveSbXDwmsji7w8MM9qMkt/IMK/XpwjsJomLcmYDSJpSeGQz05gNcU/fqKLu/eXU+Ms3BnOZDKEw+Fbbndmq6gW0jMzM/j9fpLJJG63m5aWFnw+Hzab7ar3Nj/4V3W5UvvERVG8LcQVgJBcQVwaQa47iWH2DL7gKcqnXkScu4AuOocgpUHOICSXEVZnwGBBanhfQaug/tI3rymw1Erw5OQkw8PDJJNJXC4XTU1NVFVV7fn5tV0YDAaqqqqIRqMMDQ1RVla24WLAV+rTxM8Pp3/IRxs+iqIolOpLWUmtUFlaSYm+BLvRTiQT0UQXQDwbJ5aNMZ+YJ5qOYtAZ+OHUDxkKD2Ez2DTnwhcmXrhKYKmZbWNjY0xMTKDT6fD5fDQ2NuJ2uzGbzXv62bZYLFRVVWkLSofDURS7rTeL2i5Yct99RL/7b7mQYbuNdEkJ6cuXIZVCEMWcGQZAJvN2ZUsQUBIJlGwWORzOmWaYTIg2G1m/n/L/8iTpwSGsDz6IIAjYbDY8Hg+jo6MsLi7idDqLprKzVQRB0FoEFUVBkiTtuqvT6fB4PAiCwMDAADqdjtLSUvx+P9XV1Xt96EDOmCcWi21L1UV9TysqKpieniYYDOJwOK57Q2plZQVFUbal3XA7CYfDiKK4buUf0N5vg8FAf38/iqJgs9l29Tr15ptvks1mue+++3btd94MkUiEs2fPMjs7i9VqJZFIcPHiRV599VUee+yx3bZof2q9v7y1t1PvsCnZbJZAIEAoFCIWi+F2u6mpqdFyDn7yk58U7aLvzYllnrivkbv3l/N3pyeJpLLMLCf47m/fwxd/NMI3u2dxWY2UGHIfYUlWePrUKMBVFazbsUVQnSFRLaQdDgdms5ljx45talSRL6xUbhcxtR7ZE5/UWv7kKy1/OkD86vuYN/hwLpzDIGRRFMDiJHvo41dVrzZibTaS3W7X3DWL9bzaDgRBYN++fbhcLi3P51qD6lbj2z3xNqMNg87Ax5o+xlB4iLnYHCWGEqZXp5GRkRQJu9GOScy1CQK0OFoKHAvXom4gBYNB4vE4LpeL+vr6XV+kbJXbeTYrlUoRKy1lvqsTujqpeOVHlN57L9LkBNnpGfSVlWTn51ESCchmQadDtNmQUykM1dUYW1vR+3yaeUa+Y2E+JpOJI0eOEAwG6e7uvq6Q7GJCFVn5AcVqNauiogKHw8HIyAjBYHDPbafz2Yl2PKPRSHt7OwsLC9p5UVVVteXzolhnsNLp9JbMwVSnxYmJCc3Cf7fmiW61kGGn08nv/u7v8swzz2iGXRMTE/zxH//xXh+axh2BdRsTCASIxWI0NjZummNUbDf1u+qdBe2CaovgbDi32/m/HavmH346DYrA+1rdxNIS/YEIT9y3fvn9dhFY+YvI1dVVXC4XPp+P9vZ2BEHg4sWLVxld5Auq/Jvz7WT0+w0AACAASURBVCyqICeMdHniyPD653PmFuq/x+ap0K+iZCJANrejrtOjP/dVdMPfRzHZUbyH0A2/iNR8vybSsjXvYsHWptl4byUb6XbFarUWBMMePHhw3cVAp6eT3zuaM6joCfXwWPtjvDLzCo+0PFLQRvid1HeIZ+IIioDb4mYyMqnNeZwLnWPIMFQQRFxpqWR8aZz/9sp/I5vN0unp5L6m+za81hUjt8ts1trw34pDhzRL9XB3D+b3v6/ABCMzMZETV5Czcl9eBkEg4/djbG0l9dZbAKw+9xxZv18TWWtt3QVBoLKykvLycgYHBwkEAhw4cKAoF9mbsZ6lu/r3BoOBtrY2QqEQ/f39zM7O4vP59vwzvpPzTm63G4fDwdjYGBcuXKC1tXVLAmWrQma3SaVSW66q6XQ6GhsbiUajDA4ObtnC/2bx+/0cO3ZsR3/HdpBKpZicnKSkpIR7772X5uZmenp6MJlMdHV1aVXCvT4/4I7Auq2pq6vb1LpbtfYulvaUtXNYakVqZjnBw8d8nJ8O8/SpUc5PhSkx6phejvPV05OUlxo1N0G4uoKl1+uv6bBXrGSzWebn5wkGg1oVsq6ujrKysqsuIGoWVr6geieJqnzkPIMKw+uf13KuVIwvfJr0h7+I8YVPI4+fQsqkkXWl6HwnkI48gm7qNJl7n0S8/P+hKApLZe1M6/axOreKMzm/LTbetwNqMGxFRQW9vb14vV727dt31euitvFVlVZdZePuj/lZTC4iKRKiICLLMiMrIwAYRSNpOU04FWYptcSH6j7E+xzvIxgMkowlOR07zZd+9kvbmse329yq1ay1omqj8N/8jCtzVydZvx9Dfb3W/icnEijJZM6+XZaRFhZIDQ4SfubL2twVQLK7B8fjnyLZ3V2QmQW5TbSOjg5CoRA9PT2aS1uxv4ZrWRtQnF/NslqtlJeXE4/HOX/+PAcOHNhTMZHJZHZ0plSv19PS0sLKygq9vb1UVFRQV1e36UZWOp0umvVMPul0+rrnqqxWK8ePH2d2dpaenh6ampp21D1zdna2qCtYajHg61//OhMTEzzxxBNALj7oQx/6EKFQiNOnT/Oud70Lp9O5x0eb447Auo3ZipNgMWWL5AcNf+b5y9Q4LcwsJ5gNJ3n61BiryQw/7A8xG05SatSRkRQkWebdjTYtiHituLoVyWQyWsk7mUxSUVFBQ0PDpu1OqrtULBbTqgjFbqe+14hTpxFWphGzKQSjBSW1jDTyQ8SFAURFIh2LYYzNk7r4LUotr9DSfD/6n/m/7rye62Cz2Thx4gRjY2P09PRw8ODBdRd/D9Q/UPD/qtD63sT3SGQStJW3MRebI5wOawYYevR89uBn+fO+P2doaoh7TPfQ1NSE1Wrl7079HYPxQTqtuxdGvFPcCtWsVCqlXZtgY1GVz1oxBGhtgKvPPYdgNCK4XegsJYhlZSQvXEAwGkEU0Pt8b89zXWHla18jPTiI/dFHAQoEl8fjwel0MjQ0RCAQoK2tbU8MA26GtdWsbDaLTqfTNkObm5tZXV2lt7d3TwNrM5nMjgUF51NWVrbl7KhibRFcz0VwKwiCQE1NDW63m+HhYebm5gpMT7aT2dnZq3KkiglVYL3++uvcfffduFyugg1kl8vF888/z+rqKh//+MeLojvrjsB6B6NmYdmuBD8WEzVOi9by9/SpUZ64r5GnT41yV72T//MbF1lJZBAEAVlR+On4EmUWw6biShCEm7aV3UnU3eBgMEg2m8Xj8dDS0rJh//V6GVVVVVX09vaSSqXWrSK8U5E2MKgQg5dzZhbzvQjpKAigl+Io8/2AgCW+gk5OU2oAxVKCEhkjfec13RBRFGlqamJlZYW33nqL6upqampqCj6H6zn+qRWtudic1kZYZiwjEAsQyebML/7XwP8iqSTpTncjLoiwkPvZqtIqnu19lnPz57Y9gHgvKMZq1o2Iqo3IDykOP/NlTIc7sJw8ibG1lZWvfo306CikUqDTsfKVv0Uwm1GyWUwHDyLYrwQUj0+gpNJ5AqunQMQZDAba29tZXFzk3Llz7Nu377rmeIqFtdWsZDKptYnZ7fYC0dHa2rrr9/Hd7H5Rs6M8Hg+Dg4PYbDYaGhquapsr1gqWasd/o5jNZjo6Opifn+fChQvU1tZSWVm5bZ9pRVFIJBJFkx+1GePj43ziE58A3hbUqVQKk8nE8vKyJvrvCKw77ChbqWClUqldOprr4676whLv352e5Pnzfn7YH8Jq0rMsZUhnZXSiwL1NLh48XLVp5Uqdw7qRRcFOkUgktBYbRVHwer20t7dv2PZxreDf0tJSurq6GB0d5dy5c7S3txfV890rNnIA1A1/n2zNu5AsXgzhUTJ6G3okBAEEJYM+MQ+KhBALgSwhRPwYXv/8tuRj3c6UlZVx4sQJRkZGrlmJyZ/B0gt6/mXoX0hmkygoWj6WgsJydhkFhdX0KhfmL1Brq8VlduEr9WnmFz2hnt18mjvKXleztlNUbYbl5EnkSJTod/8NJZ1G0OkQHA6UZDIXTByPg16PFA6TvXiRmY88iJJOa3NZoi23IFyvbdDlcmmfQ7WaVWwVwWshiiKpVIpAIEAgEMDn8xW0DaqiY2BgYNdmdVT2InOqtLSUY8eO4ff76enpobGxscCm/2aFzE6wncYkFRUVOJ1OxsbGCAQCW55NuxbqZ2qvBclmqMdWW1tLb28v7373u7VKnlqlnp6epqampuD795I7Nu23Maoz0UYkk0ni8fiO9vXeKGut1h84XEVbpY2FaJpL/gilRh2yArIC/nCCeFrCbtZf9XMqi4uL2Gy2PW8XicVizMzMMDg4yMLCgrYTV19fv65d89qMqnw79fUs1QVBwOVyYTabuXz5MgaD4ZbYldoNxKnT6C99EyZeIxkOopvrQQ72ok8tg86ETm9AzETfvjDrzQhyGslgR0BCcdQDIKRWAQqs3O9QiCiKuN1uTCYTfX192gzJ2pue2+DGJ/koWy1jOjJNp7uTClsFq9lVvCVeTDoTsUwMq8FKVs6CAhISkiwxF59jNjZLvb2ec/Pn+N7E96gqrdIs3NejJ9Sz6b8XE+praDabtVyXnXRFTKVSzM3NMTw8TCgUorS0lP3792sznzsxb1P6wQ9i7upCtNlIdvegc7lQotGcwNLrc0YYopgLK85kcv+WzaKk06TOnSP55lkEnUj85VdIXbqEaLMVtBOufQ0VRdnTDLStkkwmmZ2dZXh4mIWFBex2O83NzZSVlWmxGup132g0UlVVRSwWY3h4mNLS0l3ZWPP7/Xi93l3P9hMEAbvdjtvtZmJigoWFBRwOBzqdjtnZ2aKxsVfJZrMsLi5SVVW1LY8niiIul4uSkhIGBwdJpVLrzmRfD36/n9dff51f/uVf3pZj3AnU53fixAk++9nPcvbsWdLpNPPz80xNTfG3f/u3GAwGfuVXfgWj0bjb5/i6Nu13BNZtTr4d91qy2SzLy8tFb21b47RwZnyJ58/7eW1kkVhKQhQEUhkZRcmlYdvMOk7sc24osMLhMEajcVd6xvNRFIVoNMr09DSDg4MsLy9TVlZGU1PThguX6xVV62GxWKisrGRqaor5+flbMidmO0mn0/jjeoKBAJnQKNboGHLbgxhqjqOfO4dS3YnU8Z/RTb4GSs4YRgBQZAQ5SxY9StURMg88jVx38o642iLq53B2dha/34/T6USSJObm5rTKgsViob6+ntOrp3FYHZSZy4hkIiwll7AarKymV8lIGRQUREEkKSVZSa8AYDVYmVid4OHGhxEEgQf2P7Dp8ayXm1Xs7GRu1l6IKpV8IZQLJp7D+uEPEfv+SwhmM0hSTmBJUu6PTgdXWrxFu526/3gVshJ6rxdpcRFjayvWBx9c93epr2EoFGJycrIos8eSySR+v5+hoSFt862xsZHa2lrsdrtWtRJFUcvNArT7QVlZGeXl5YyOjrKysoLD4djRlviZmZmrWoB3E71ej9frBWBgYABBEIhGo/h8xbWBkkgkiEaj277OMpvNVFZWEolEGBkZuSlh3d/fz9TUFA9ucP4UE3a7nbvuuouZmRn6+vq4cOECL774ItFolL/+67/eq5GXOzlY70TUEMP1UE0uih3VXbDGaeGREzX8w0+naPXaWE1mSGVlKqwmSgz6ghbBM+NLBf9vMpl2zapdURRWV1cJBoMsLCxgsVjwer10dXVteFNfK6pUVEF1IxgMBjo6Opibm6Onp4fW1taicdfZDZLJJPPz84RCIWRZpqKiAt+7P47F8mua7Xrm3ifRDb+IUurJVaYsDhSdCSEaAECxOFFcrYgLw0Rm+0lfehFbx/17+bRuOfR6PY2NjYyNjfHGG29gMpmoqanh4MGDBS1bD9Q/oIkff8yvVaOsBivfHPomoUQo5zSIiIBAJBPBlDIhKZLWZvhs77P4Y/6Cx7od2M7ZrN1q/7teVLdBY2srpsOHiX73u4g+X87SXRBAlhFMJpR4HHlpiemHfhGD201mYgLBaCR+6lTB46xFp9NprnSXLl2isrKSurq6oppv83q9HD58eNNOC1EUMRqNSJKkWbrr9XpEUcRisXDkyBECgQDnzp2joaEBt9u9I8euKEpRzDTnG5skEgkSiURRtYLeiIPgVhFFkX379lFRUcHQ0BAWi4WGhobr3jy41TKwOjo62L9/PxMTEySTSfbv31/QKlos3Klg3easzT/KRxRFJicni/7EqnFaNIfBNyeWSWZkqh1mFqJp0lkZq0lP39wqiYxE/1yEo7UOvn3BXyCw4vE46XR6xwSGoiiEw2EmJiYYGhoiHo/jdrtpaWnB5/Nhs9muqiDliyq17UOtVG2lSrVVbDYbLpdLOy6Hw1H0LTI3SiKRwO/3Mzw8zPz8vLYjv2/fvoJdazF4Gd34KcSVaYTUKmJ4HCE2D6IeIb4AUhb0RjCVISRXEHR6DM5qpPHXCc+OYmx8d1EsLooZdUderY44nU6amppIJpMkk0k8Hk/BOaG27vWEenh19lXScpqZ6AyTkUliUoyElEBSJG0uCyCZTZKRM4QSISx6C7937PcYDg8XVLJ6Qj28MPEC5+bP4Y/5GQ4Pa4LsVmkXVLnRatZeVqq2ilrR0nu9WB98kMQbp5FCIUSbDWNDA1IwiGixoAhCrsKVzSKtrEAmo/1c1u8n9dYl9F4vep+PZHd3QaUMchuLPp+PxcVFxsbGKCsr21XnuXQ6rZ0XwWDwht8LtZoFb2/MqfcOm82G2+3WOhjUFrrtxO/3F007nk6nw2w2k0gkmJubQ5KkomkFDYfDWoVxpzAYDHi9XrLZLIODgxgMBkpKSrb8/F9++WWqq6tviRwsFaPRiMfjwefzUVJSon3+94g7LYLvRNZmIeUjCALT09NFL7AgV5F6+tQo/YEo1Y63d1pLDHpmwwlMBh2tXiuvjSxR7TAzG04WCKxUKkU0Gt3W3TxZlllcXGR8fJyhoSEymYzm/ldVVYXVar1qEZ4f/LuTomotBoOBqqoqIpEIw8PDOByOorSzvRHi8Tizs7MMDQ2xuLiI1WqloaFh0wWLXN2JUlaL1PFxdBOvIfuuVDuioZyphQCKyQqWckgsISgScuuHMcf9yKUVjI+Po3c37Pmuf7GRPzsyPz9/1Xuh3hQFQaC3txeTyXRV266v1EdVaRW/cfA3mIvP8bm7Psfg8iCNZY3Es3EkOdcapaBgNVhpL29nOblMKBGi2dFMz3wP761+b8HjqU6F3xj6Bp+763N0ejpvOXGlstXZrFtBVK1HvtCSI1Ecn/okIOTmsLJZ9FVVGKqrkQIBlEQCfUUFiqJgOnAA+6O/BJKMHIlcqYL9G+auLk1orT73HKbDhxEEgfLycux2O/39/dsyx7IZ6XRaey8CgQAlJSU0NDSwb9++m3ovBEHQzAnWtpLr9XrtXBsYGECn021bXpyiKEUlsAAikQiKotDW1sby8jLj4+NFMXe9tLSE2Wze8VloQRCwWq14PB5mZ2eZm5vb8mfr29/+NnfffTeNjY07eozbRf46Kn/9tIfcEVjvRNQP4UbMzMzsuQ3wVqhxWhgIRHj4mI9IKstnP3SASrsZBYWhYAxZUTDqREbmY6wms9gtBt6cWNaCiyttBpaWlrSe7RtFlmXm5+cZGxtjZGQEWZaprKykpaUFr9e77g1srahS/3+nRdVaBEHA4XBgs9no6+u7ZQa+10M1CxkeHmZpaQm73a7NK2z1pqLOUYmhXqS6k+jPfRUxFkQxlILZgRBfREhHEKQ0iqEEcb4fcXUak8mEs8zG5ajztq8IboVEIlEwkL8VgVtaWorX62ViYmLdGUFV/KiVpldnX6XV2UqpoZThlWFERCwGC4qiEEwEUQSFjJyh3FzOUHiIH0z/gJnoDEPhITpcHcDbjoXXMsK4VVivmiXL8i0pqtZD7/Mh2myYu7qIfvff0JWXk5magnQ61zYoy5BOI8fjKLEY2WAQJZELLI699BKG/fVk/XPaz5u7ulj+y6cL5rRMJhNVVVWsrKwwMjKyrQvyTCZDIBBgZGQEv9+PxWIpqKZv53uRX81aa4JRWlqKx+PB7/df16J7M7LZLAsLC9tm3LAdrKysaPc4p9OJ3W7X2gbLysr2bAEeCoWw2+271rao0+moqKjAaDQyMDCALMvXvM///d//PQ8//DAVFRW7cow3S/48urqG2mPuCKx3KpsJLHVxU2wDv+vx5sQyDx+r5s2JZe7eX661Dr42ssDkUoIDlTbu2u/EbjFwZnyZh4/5ePhYNTXO3ELsR5enOdJUc92/N5vNEgqFGB0dZWxsDEEQ8Pl8tLS04PF41i3FqyIqv0q1F6JqPdRFRSAQYGZmBpfLVfQGGKpZyMzMDENDQ6yurlJWVkZjYyM1NTXaEPiNIAYvo1g96PqeR5AzCIqMkImBnAGdHqRMTmhlEiCAEA1imPkJNfIMKZObPn9019uM9pr8quHS0lLBQP5WF3A6nQ6Px4OiKPT19VFSUrKu5XCnp5Oq0ioe2P8Aw+FhPBYPH9z3QSZWJ0jLaRLZBA6jg9XMKoFYgMXkIoqi8Gf3/BnPjz6PzWDjhYkXNJfBV2dfZS4+B9x6LYJrUdvB4vE4fX19hEIhzZn0VhRVa1GrWaLNhv3RRzG1tZEZn0BeXc1ZuJtMOSMMWYZkkmwggLS8TGZsjMRrr6FzOEgPDmkVrGR3z1VGGIIg4HQ6KSsrY2BggEQiccObJplMhmAwyPDwsCaq6uvrN3SJ3U7yq1nqvUe9z6iLboPBQH9/P3BzjpSpVIrV1dWiMshaWlrCZDJplaJ8d8WhoSFKSkr2ZDZrbm5Oe+13E9VgaGlp6ZrVvC996Ut8+tOfLtp7mLp2eumll3jppZeYmppiYWGBpaUlwuEwkFunmUymvVpXrSuwhGt49G+fgf8d9gRZlslc6VFfj76+PqqqqorW/EA1uJhZTmgOgeenw3zqZ/ZrLYBPfa+fnqkwv3rPPvzhBHfVO3lzYpkn7mvUzC5+OrbI869f5s//j/ds6fdmMhnm5+cJBoMkEgncbjder3fTnaD8knX+ebWXYupaLCwsMDw8TFNTU9HtXimKQiQSIRgMsri4qJmFuN3ubVs0ilOnMbz+eeS6k4hTpyG5kjO7MNsRYiESv30e87P3giyh2KoQInNgtkNyFanj4wBE3Ee5uGIriqH5nSQejxMMBpmfn9ccvNSd0psllUrR19eH2Wymubl5w/f32d5nsRqsDIWHOBc6hyiIBOIBZGR0whWBfeXU+8TBT/Di5It8tuuzwNvVMIDH2h8DclWtW9EMYz2jCpfLxfT0NPF4/JbMfNoq4We+jLmrk/AzX0aORMjOz+fElqLkhJYk5YSXLCMYjYhuF6TSuZwtoxHxisuY9cGPYH/00YIMLUVRmJqaYm5ujgMHDuBwOK55PPn3inQ6jcfjwev1bks+0Y2idkuoToOqAyHkKlxjY2NEIhEOHDhwQ8e5srKi5TAVC8PDw7hcrnVjZ5LJJIODgxiNRpqamnZV7PT09HDkyJE93eiIxWIbBjQrisK9997LxYsXi/bepQqsr3zlK1y+fBlZlnnjjTdoamqiurqapaUlSktLefLJJ9m/f/9eHOK6L9ytu7V1hy1xrRPGZDIVtZOgam7x9KlRAJ64r5GnT40WzFfZzXo8VhNzK0myksybE8taULFa7fr2hTmutV+QTqcJBoMEg0Ftnqq5uXnT3un1RJUqqIr1YpWP2+3GbrfT19fHwsICLS0te1rNUhSFlZUVQqGQNk/l8XiuuinsBEJqBcVclvuUlHoguQqiHsVkgxI3QngSxV6DEB4H0UDm3icBKJk6zYmWE1rA81p3vFuZWCymiSqj0YjX6+XYsWPbvkAxmUwcPXoUv99Pd3f3ho6XxyuO0+np1EKF52JzeEu8DIWHkBUZSZHIKlkUFP5p4J/IyBk+c/oz6AU9LouLaDpKVWkV/pgfX6kPf8yvCSxVbH196Os80vLItj6/7WAr7n/b5TRYzKgugYaml4n/8GUEUURwOlHicZRoNPdNkoTocIAkYe44jLSwgM7tJuv3U/mVZwk/82Xsjz4KQLK7RxNYgiBormz9/f1YrVaampquuvZks1lNVKVSKSoqKmhpadn1GJCNUFundDodmUyGbDaLTqfT/jQ3N7O6ukpvby8ej4fa2trraqHLZDJFVxnNZDIbbvaYzWYOHz5MMBjk/Pnz1NfXU1FRsSvnhuryuJesDWjOd5fMZrPo9fqivk6ox/arv/qrGAwGfumXfolHHnmE1tZWMpkMzz//POPj40Vz/qkU1xlyh13HbDaTSqX2+jCum7WVrZlwgmRW5ki1Hb0OTYDNLCd4+tQob04sc8INf/mjUQQB7qp3cvf+cpLJpCaqFEXB4/Fw8ODBDXf18p3/blVRtRaj0ciRI0eYnZ3l7NmztLW17ajj0VpUB8ZQKKS1m3m9XhobG3dMVIlTp9FNnc79/rJaxKnTCIsjKBVtiPEQRGZAljD/9QnIJCATh8gcQiqCkFhEsVVj+ueHcw+mNyF/7CTNzc3a4rauro6qqqpb8vMQjUa1iAFVVB0/fnzHd30FQaC6upry8nL6+vrWXdyqYkg1rXi291l+PPNjLHoL0XQUQRFyBiWKQlJOohf0eEu82Aw2jDojD9Q/wE8CP9Fs3J/tfVZ77HPz5+j0dPLq7KtFI7BuxFLd6XRy4sQJhoeHOX/+/G1XzVLFkOsP/gBDbS3G1lZWvvo1MhMTyKII2SxKIoEcjSIYDGRDITJjYxjyYjqyfv+mv6OkpITjx48zMzPD2bNnaWlpwW63s7CwoHU1VFRU0NTUVNRB7qIoYjAYtGqWLMtaNctut9PZ2cnk5CTnzp2jtbV1yxlC2Wy26MYK0un0ptV0QRCorKzE5XJpZiMtLS07alR0jQ6xXUW9vrrdboaHh3n++ef54Ac/iKIoVFZW7vXhbQn1M3f+/Hn++Z//Wfv7hx9+mPe///17bmiyljsC6zZHXfRvloUViUR2+ai2hiqiICeU+gMRzowvF7gIqlhNuY/y7EqS1WSGX/5qN6vJXGvkbDhXoTsXkqiuljnqs+JhhTNnhhEEQcse2ehCezuKqrUIgkBNTQ1Op5O+vj7cbjf19fU79txkWSYcDhMMBgmHw5SVlWkVw90YRpbrTiLXnQTA8PrnSX/4i5i++n7kxp8jdaUyZf7rE6Q//MVcZpbehBibR7E4IbWKkF5FqjuJVHcS3dRpxKnTyHUncTqddHV1MTQ0xPz8PG1tbUXb166iKEpBpcpsNuP1euns7NyTnVeLxVKwuN1I8PeEevDH/CDAQw0P8cbcG4yERzAIBlJKbtMoq2SZjc4iIiIhsZhcJBAP8GzvswXZWQCXFi/t3pPchO3IqdrO3KxiRm3xkxYXUdJp9B4P0upq7hqdToPBQLq/HyWVInvl9Qz85mNkg0ECv5lrE9X7fISf+TJQmKGlztoCXLp0CUVRqK6uprGxsahF1Vryq1nZbLagmiWKIvv376eiooLBwUEcDgf19fXX3NjKZDJFJ7C2ekwGg4GDBw+ytLTEW2+9hc/n27FzoxiqV2sxmUwcOnSIwcFBPvrRj3L//fcXlRvktchkMhw/fpzHH3+cj33sYzidTgKBAAsLC7u6MbwV7sxgvQPIZDIbGl1Eo1FGRkY4evToLh/V9fH0qVGeuK+x4L/PjC/xZy8OYjcbyEgyBp2IQScwtRTnvz/UfuV7x7h7v5PTIwtEo1EOlOvo8Jq4r70Gj8ez4Y7HZqIq/+vtiCzLjI+Ps7y8THt7+7btfsuyzNLSEqFQiJWVFRwOB16vF4fDsWcOT/kzWMLKNMLKNPIV4WR84dOkP/xF9Je+iSIa0F/+BoqhFEFKg5wFgwXZ2YDc+HOawJLyhNv8/DwjIyNFO9+WX6naifm27UA1b3A4HDQ0NKz7Ofn60Nd5dfZVqkqreGnyJSRycydG0UhazlUtDIKBw+7DHKs4xr9P/Dsfqv8Qj7U/xq+9/Gu8u+rdXFq8xOXFy9gMV+ZzjFZsBhvvqX7PrlSz1hNVHo9nW3bXJUlieHj4tp7NSnZ3X/naQ/zUKYytrcROnUJQFBS1BV6nQ79vH6YDB0gPDlL+X57E3NVF+Jkv43j8U9pjSZKkVarUPEOPx0MkEmFqaorm5uYdC+/dDVSRBYWzWYqiMDMzQyAQoLm5edP5s7GxMex2e1G9Dm+++SZ33XXXdf2MJEmMj4+zurpKa2vrtreYxWIxxsfHOXTo0LY+7naxsrLC448/Tl9fHy+88AJtbW17fUhbYnh4mH/8x39EURTm5+cZHx/nt37rt3jooYf26pDWXRDeEVjvADYTWNlslp6eHu6+++5dPqrrI19gfeb5y5rhhVrROjO+xH2tHspLDfxLzyz/+/Fqfq2rgr/4wQA/78vy590pfrHZzIdPbHxzfCeLqvUIh8MMDAzcVLubJEksG6R2YQAAIABJREFULS0RDAaJRCKUl5fj8XiKytpcFUeG1z+PYrLnTC4A0d8D0RBiPITsOQQRP0I2hbAySfbor5H5+f8HyFXAhJVp0h/+YsHjQa5tpb+/H4PBQEtLy56Kl7WmISUlJXi9XlwuV1GJqrUoisLk5CTBYJCDBw9e1cbUE+rhL87/BTajjYnIBBadhWA8CAKUGctYTi2joCAgoEOXM8QQdVgNVmKZGL/d8ds80vIIj596nMfaH+PZ3md55r5ndvx57aSoWo/l5WUGBwdv22oWwMKffI7k+fMASIFAzvBCEHIGGJATWQ0N6K58hoQr1WX303/J4uIiwWBQy0usrKzEarUWvE6pVKrgfC62Ks5WUc2v1JbB/IpVIpFgcHAQi8VCY2PjuteGwcFBKisri6ZioCgKZ8+evW6BpRKJRBgcHKS8vJz6+vpt2/BbXl5mYWGB5ubmbXm8neALX/gCsizz0ksv8YEPfIA//MM/vCXyHV944QUCgQCHDx/mwIEDW25v3SHWvZjesWl/B7BZ2LAoikxNTd0SYcOqqLKb9Tx8LFfS/vYFP3fvL2c2nGQunOSnY4tksxLBxTAjc0tUOKz4avexkFD4aJv9qmDTfFG1WfDv7bgYuRZms5nKykptV7O8vHxLM1GSJGm7SuPj4wiCQFVVFU1NTbjdbiwWS1G9nmoelm7qNNl7ngBA6vg44vIEiqsZufIoyBKYyhAifoT0Kpmf+QN0Iz9AN34qN7+VWkVcmUZ3ZbZLark/95g6HV6vl2w2S39/P6WlpbtaQVAUhdXVVaanpxkaGiIej+NyuWhubt4wDLvYULNtHA7HuqGwvlIf9fZ6Pnnok7zuf533VL8HvagnEAsgKRI6dJh1ZrJKFkEQMOgM1Fpr+a8n/ivd892Mr46zlFxiLjbHuflzzMXmaHG07IiF+16G/66Xm3WrCoSNEG02St77Hsqf/H2QZeTVVQSDAUWSEJ3OnKCSZdDp0NXUkFpcJJlOM+SrQhRFvPMLNL/73bhcrnUtn1X3TFmW6evrWzco+1ZADSIWRVGbz1LvcwaDAa/XSyaTYXBwEJPJdNVMciAQwOVyFU37s3rPudFcLpPJRGVlJZFIhJGREaxW67aIjJWVFYAtuVHuFd/61re4//77eeqpp3jrrbf4nd/5HVpbW6mvr9/rQytAXZddunSJL33pS/zrv/4rjY2NPPTQQ7z++uvMz89TU3P9MTzbxJ0crHcq1wobnp6epqampqgWvWtRxRXAbDjBty/4OTOem88qN8Gl2RXMpFlMKmQVAXuphZRgYj4hM72c5OFjPhyGnIiy2+3AtUXVHXICXM066e3t3VAg5GeFTU5OotPptHkFt9uN2Wy+JV5TpawWw+ufRzf8fXTD30dIrSKsTKOb/A/EWBAhtQIIudDhlSlkTzvSwYfQD79I+qNfztm9h3q1ChbkFjM2mw2Xy8XQ0BCxWAyn07ljr4cqqqamphgeHiaRSNxyomo91FybcDjM6OgoDodDW+CpYqhnvgeb0UZjWSPLqWWseis6UUc8E0ev05ORM8iKzFJqiZenXsZtcTMTmSEjZ0hKSe6uvJvjnuP8fN3P5x4v1PP2Y+f99/Wwl6JqLaIoaudjb28vcHN5SMWG3ufTsrOS3T0IJhNyJAKZDKLTiQLIKytIi4ukAgGIRNBFVmn8+Z/HkU4jv/UWgvB2/tZ6CML/z96bR8d113f/r3tn12ikkUazSLJkSbYWS3bi2Iqz4BCS0BSeGAhQIKUt5Cmk5BSSUAoc0ucpEPpQSgkcmkChCT2/UsqS9gAhG0uTEAdqJ7Zs2XG0jSRrX2Y0I400M5r13vv7Y3xvRrIky7KWka1XTo5lSzO6s937fX8/n8/7LZCfn4/b7dYqq/ODsjcL2QHF6nVQ/XebzUZJSQkDAwMEAgHsdrv2GEdGRvB4PDnzmOPx+CXncmWHFPf09DAzM3PJ7euTk5MYjcaNrq4syfe//33e//7343Q6ueGGG3jb297Gl770JW666aZlHfevfvUr7rjjDv7pn/6J2dlZDh48uODPHT9+nMrKSpqammhsbLzo45RlGVEU+d73vofRaMRoNJJIJLjtttt47LHH6Onp4dZbb0WSpI24vm0JrCuVCwms8fFxnE5nzpwsL0RZoYkdNpmW3nGi0Sh3X50Pxjwe/dPreKk7SCiWpthq5D/vOcCR3km2FVkoK7RQZJSJRqMUFhZuiaqLJD8/H6fTSXd3N+FwmKKiItLpND6fj97eXoaGhjAYDGzbto2amppFd4BzGbWSJfrbSL317zJfT/bAzGimbTAVAzkJioIQnUCI+BH9ZxCSEQTf6+h6n0d/5gkAdN2/QvS3zblfg8FAaWkpkUgEr9dLYWHhqrkeqfb2AwMDdHd3E4/HKSkpYefOnXg8HqxW66YUVfNRQ2FtNhvt7e1IkjSnmmUz2Ci1lnJ75e3cWXMnVQVVeENenHlOyvPLCSfDmPQmzfRiJjmDXtTjMDuYiE2QkBMUmYp4pv8ZbAab5iwI8Gz/s8vOzMolUbUQV0I1C8BYX49QXEwqP59kaAopFEIpL0OcmECMxxEFAWZjzL78O2JHj6LE4iDJmJubtXDixVCr04Ig0NbWhsFgwGq1bqpzHswNKJYkSbsuqlUu9TF2dnai0+mwWq0MDw9TUVGRM481Go0Sj8dxOByXfF8GgwGPx6NV8IxG44qrlBMTE9hstpyee1RDhtXPv91u5wMf+MCyxJUkSbz97W/n17/+NQ8++CD3338/N99883kzx5Ik8aEPfYiGhgauueaaFQksRVEQRZHHHnuMD3/4w0xPT7Nt2zb27t3Lz372M+rr69m/P3N+3oD35YICK3cb77dYNZaThZVIJHKm3L8Q6uDx+Pg4kUiE4uJibDYb1zhdRPKKmEyM8u3DfaQkhXhKYiA4y2d/eobjAyHKCs08+tte9lfYcEiTGbMFfQnX15wfSLjF4pjNZpqamujq6uLw4cOa21xtbe2mbJPJJtu2Hd6YqxIS0ygFZcgFZSiFFeja/hMQwGjNGF6koojDr4LRSurgp7VZLkDLycqeyVJzdhwOB+3t7bhcLrZv376iC4Jqb+/z+ZiamqKgoGBdnRg3koKCAq69NpM9duLECS1aYb4A2u/az6OvPcpMcobZ1CyiIBJOhkmTRkREJpOdpRN07HPt41TgFI+8+REeb3uc/a79c8KJL0T2TJWiKLjd7ot2/1tPLmenQVmWiVZXZyzVZYlCgwFLZSVIMspUCLmgACRJM8BQYjEUgwEpGCTe0kLouxkrd9VREJgTSJxNweCg5hw6Pj5OQ0NDzr7mS6GKrHQ6rbUNqiYYTqcTu91OT08Pfr8fWZZz6n2y2q6Galu7aunu8/mora296A2xRCKRc9bh2SiKQiKRWPH79dixY+zcuZOamhoA7rrrLn7xi1+cJ6AeffRR3vve93L8+PEVH6taADh06BA//vGPefLJJ3nggQc4fPgwAwMD3HXXXUBuzcpvCawrgAu94cxmM/F4POfK2GrbWbabU1BXzOuJfIRxsFgy9u3H+mGXx0bHeJjeiQiKkmmzf8kbRCcKPN85QYFZzw07Srh2+04GBgb4xf+0s8d9zaYXBuuBunD0+/1IkoTL5aK0tJSzZ8+i1+sXzQzbTMy3bc8WR6LvdfQtj2cqUUYbKBKkEwhyCsVSghD1o1gcGF/4W6TatyNMD2lVK8jMdmW3DEKmItjc3MzZs2c5ceLEst0aFUVhamoKv9+viSq3201dXd1lL6rmI4oitbW1hEIhXnvtNcrLyxdsdb7vqvu0cOJvtH6DG0pv4MWhF8k35DOTmiEtp+kKdVFVUEUsHeOE/4QWZDwaHeXe394LQKm1lMfbHmc0OqrlaG02UbUQl0tulvrZUKMf7HY7Ho+Hog99CEEQiLe0MPm1h9GdayOMHTmCksxUpEmnUSIRUqEQxt27Sbz2GkoySbylhWRX1zk7+DcCibPFVrzlBPbmZpqamggGg7S2tlJZWUlZWVlOLfaWgyiKGI1GJEnS3AbVWS2DwcCuXbs0e/ORkZGceYwXysBaKUajkaamJgKBgLYJcTGGT7m+cZ1MJjEYDCt+DUdGRubM72/bto1XX331vJ/5+c9/zosvvnhJAkvlrrvuwmKx0NvbS09PDy+88AJ33303N974xiZmrrAlsLbAZDIRV61sN5hkMqktWJLJ5JwwR0EQqAduPfezj/62l6++ZzevnJ3k1b5JygpNFOUZCUaT6EQBSZaxGPSE42kE4OenxjjWH+JAlZ2SkjhnzpzZ1IGwa0k8HtdEVXYAc/bCy+Fw0NPTQ2trK42NjZtqUblcNGFkLkDwvQ6KnPFWldMgywgRHyAjJGdQRB3i6AkUa2YOQK1kCdNDc+5TrWiJosjOnTsJhUKcPn2aioqKBRcsC2WGXamiaiHsdjvXXnvtou/F7KpWJBUBwGKwEJNiNBQ18HrwdeLpOC+NvEQ8HefrrV+nwFjAaHQU75SXT13zKfa79vPQsYe4p+kePn/087gSLlpaWjatqJqPWs2anJzcVNWs+VXcwsJCPB4PDQ0N5x27ubmZvFtuwdy8n3jLCSw33ogUDBA/8zqiwYAciYBOR7K9HcFiwbSrgchTTxNvaSE1NITOXqTdV7bYysbhcMx5L25WsZrdMji/mmW327FarczOztLa2kpDQ8OGb7Ilk8k1zSYrKSnBbrdz9uxZTp06RX19/bIesypQc5XR0VEt620lLGSeNv9z98lPfpKvfvWrqzaC8uqrr3Lrrbdy7bXX8stf/pK3ve1t3H777aty36tN7r7yW6wauR42nEgk8Pl8+Hw+rULS0NCwZHUpM1emkE6n2V9ho21kmhe9AaZmUxTnGYgmJeIpBasJPnz9Nl7oDPDuvaUc6w9xrD+EyWTi2KyTX/7PEA3FY/zRm6+6LGcQLoZYLKaFzarmFkstHEVRpK6ujsnJSVpbW6mpqcHtdq/zUa8+0rxqk1x5I8nb/i7TQjh4hMQHf4bp39+OGOgCFDKxSwKKrQwh6kcu24/Y+zzyjrdq1SxVbKnBxNkVLbvdTnNzM93d3Vo4scFg0HbjszPD6uvrt0TVAuh0Ourr65mcnOTUqVMLbpzsd+3nrrq7+OO6P+b+l+9nKDKEf9aPRW9BUiSmk9PIisxMcgZJlri5/GbGomPsd+3nB+0/oH+yn5aWFs74zqCUK5teVC1EcXFxzlez1HnD8fFxTVQtd8NBDRKOt5zAWF+HHC5DCgQRbTZSQ+c2QiQJwWRCmgigyApKMkns5d9hbm4m8PkvoC8rI/Haa1o4MXBeUHF26+VildVcJzugOJVKafNZ6XQao9FIbW0tMzMztLW14XK5qKio2LBz03oEH+v1eurq6pienqatrQ2n00llZeUFH3Muv+7Dw8OX5Ly3bds2hobe2EAcHh4+T7C1tLRo7XuBQIDnnnsOvV6/osyqSCTCgw8+yIsvvsjMzAy/+c1vEEWR2dnZjczAWpQtgbUFZrOZiYmJdf2d6mJezYBRd4EXu5gvlFHVXJnJ4Dg+ECKSlDhQVcRMPM3gZAy3zUgkISEr8HzHBJFE5vsHqjK7kN96qY/ra4o5cOsOfD4fLS0tNDQ0UFRUtODvv1yJRqP4/X4mJibQ6/W4XC6uvvrqi2prKC4uprm5mY6ODgKBAPX19Tm9a3chssXP/NksITGdEUumAhSdMRM6LAgoogEhMY3s2o1UeSPi4BFSBz993jwWMOf+VPR6PfX19fT19XHkyBH0ej1OpxOPx8OuXbty+iKdS6jvRa/Xi9/vZ9euXXNmINTQ4D2OPdzguYHDI4fJT2VChVNyCm/Ii1FnJCEn6J7sxqbYaGlp4WfDP0MSJJ5KPYWsl/l1+NcQhn3Ofcs2vtgs5GI1SxVVPp+PycnJFbfGqlWnN4RWC+nRUeItLRh37CDZ14cSj6PE40g+H/T2IhQWooTDRH/9a3RuF/llZeiyshTTo6OUfOn8GXe19VKdE9y1a9embElX2wPVSlYsFtOqEQUFBezfv5+BgQFOnjxJfX39howarFWL4EIUFhbOecx1dXWaM3E2atUvl5nf4nexqJsxfX19lJeX85Of/IQf/ehHc36mr69P+/ruu+/m0KFDKxZDIyMjmmHb97//fUpLS3nf+97HX/3VX3HnnXdqBi25wuZdBW1xUSxVwVJNLtaaaDTK+Pg4fr9fcyfau3fvokOgSwX/CoKgmVRcV13MddWZr08PTxOOp/lfu938uGWEWEKiPxijwZPPt17KfNAPVGUyKTLtgkW43W4KCgpoa2ujqKiI6urqy7pKEIlE8Pl8BAIBjEYjbreba6655pJ2AA0GA3v27GFsbEwTq7mc/bFc5s9mpXd/IOMoKIhgdcJUPygSQjIM0wlw7c4YZCSmEbOE1EImGgDpbdfjt9bj9/uZmZmhqKiI3bt3Mzo6qkUK5NIFYzOg1+tpbGwkEAhw8uTJBSur2cLomb5n6JjswG6yIygCvqiPNGl+M/sbrHorU/IUk9IkBp2B08HThBIhRqOj2v1crmx0NUuNG1CDsW02m2aqc6nn5zeEVjPm5mZ8f/lxpGAQQa8HvR45FsvMZikKSiiEYLNlTDFmY4i2fOKtrZS88x2Ym5vnVLLmo9PptKrH66+/jtvtXrGpzUYiiiKKohAIBBgZGcFms81pG6yursbpdNLV1YXdbqeqqmpdxcV6CixAe8wul4uuri5sNhs1NTVzHnOuz19BRrDs2LFjxbfX6/V861vf4g//8A+RJIk///M/p6mpie9+NxPUfu+9967KcarCaXp6GkVR+Ju/+RtOnDjBc889R2trq7YxnmsCa8um/QphqbBhnU5Hf3//qocNK4pCJBJhcHCQrq4ubfB4586di9oVZ4sq9f9s29gLWaoPTsY4UGVnb0UhT702jigI7PLkE0/JVBRZOFBl16pYI6G49rVqoa1m7BQXF182LYPq66CGzYbDYex2Ozt27KC8vBybzbYqF8PsvKeuri5isRh2uz2nTniXQnYQsSBLCOOvIyRCgJJxFEwnEEN9EPGBuTATQjx+GiEdQ5AlpMobkfZ8AN1rP2H06vvpkUrpDaYAtCBmp9OJ1WrF7XYjSRLt7e3rHk58uZCXl4fH42FwcJDx8fE5WUVqntUexx7KLeWEZ8PkS/lEpAiyIFNoKERGJiyFmUxMYjVYCafCmutgTWGN1j54eOQwexx7NvKhrhlqbpbJZKK9vR1Y29wsRVEIh8MMDg7i9Xq1uIHa2lrcbvea2aDr3W4EkwnXN75OqrcXyedDKCh4wwQjkQBRRBEEpNEx0kNDIMvk3XJL5vYXmGMxm82UlZURDAY5e/YshYWFOb/4hjfce9V8Q4PBQGVlJS6XS7s+q9djNacuGo3S3d2N1WpdtxbajcryNBqNeDwe4vE4XV1dmM1mbTYrGo2SSCRWxTp+rfjpT3/KwYMHLylUuLa2lvvuu48HHniAN7/5zQA0NzfTvMCM4p133rkii3b1dXW73RQVFTE4OMgdd9zBnj17+O///m9kWeYP//APtaysDWBBm3ZhsUX3OZb85habB9V6dTGOHDmiubBcCtmtHIFAQFssOp3ORdvGLlSpuhi+/8ogH76+EoA7v/MqKVnBYTXispl4//7MRfBYf+i822ULr1AoRGdnJ9u3b19xMvxGo+7++v1+gsEgeXl5uN1uHA7HurTvKYpCf38/gUCAxsbGTdkaM59su3Vx8AiG3z+MOHIcxZCHkJrNVLV0ekAEgxm5uBZxop3YA51IkkQwGMTv91P7+wcYuPU7WuV0qfd4PB6nra0Nm83Gjh07cr7lJFdRQ7BVETvf/e+4fJxTkVPaxXksOoasyEynphEUgaScxCgaKbeW0x/ux2P1cHXJ1XzhwBe497f38t1bvrvBj3DtkSSJ7u5uZmdnV7WapW4AjY+PEwwGtWuGw+FY1/e76gwY+PwXSHZ1Zeay+vqQk0lIpRBMJpRoFMFqRVEUdIWF5N9xB+bm/VlOgwtbuWcTDofp6OigpKSEqqqqnOuWkGWZYDCIz+cjHA5TUlKC2+0+T1jLskwqlUKWZXQ63ZzXKhaL0dXVhcViYceOHWt+zTl27BgHDhxY099xIRKJBF6vd4676ezs7CWJl7Xmrrvu4tFHH9Vs1nOVeDy+qFiPRCLaRswGsuBFfEtgXSGotquLcfToUa677roVneyz7XEnJye1Vo6SkpJFL5DzK1Uqlxr4++CT7QQiSc4GZkmmZXSiQCiWQi8KNJXa+PhbqufMYX3iLdUL3k86naazsxOAhoaGTTFTNH9OwWaz4XK51n2hks309DQdHR05McexWhh+8yC63uczbYGKDOkEyFJmFqukDmF6ENnZRLryRgzHvsPx258iEonQMPUi4ps+Qcnv/5bUHY8s+/cpisLQ0BBjY2M0NjbmXJzCZiEcDtPW1kYikcBiseDxeHC5XNqF+8feH+MNeXnV9yrxdJyklBFVMSmGjIxe0KMoCnpRj4zM7uLdlFpLOek/yecPfB7gspvHWojJyUm8Xu8lfaYVRdFaxgOBgLYBtNQ1Y72It7RoX09+7WGM9fWkAxMkTp3OVLIUBc5dJ3UuF2JxEfL0DNueforQd/8F+70fO+/+5osuWZYZGBhgYmKChoaGBWd41hNZlpmammJ8fJyZmRmKi4vxeDzLalGWJIlUKpX5bJyzdIfMa6wGWdfU1KzZAlhRFFpaWrj22mvX5P4vFr/fT39/P1arFbvdTnl5+UYf0qLcfPPNHD16NGezutTupXvuuYd77rmHJ598kn/7t39j//79lJWV0djYSHl5OX/wB39AYWHhRh7qlsC6klF3mxajtbV12daj6v1NTk4yPj6utf6pu46LiTS1OpVxAFw9UZVNtmh68Ml2RkJxbtrp4Hc9QQrMBurdVq6rzphdLCWwVMbGxhgYGGDXrl0b/QFekIVykVRRlSs7o5Ik4fV6SSQSNDY2borWmOVg+P3D6FoeR9AbUWQJIT5F5jybOW0q5/4m6/Ig34kYD5He/9E59yFlzXhdiEgkQnt7O06nk6qqqstCrK418ytVLpcLQRAYGRmhrq7uvPadE/4TPN72OIORQRJSgtnULBa9hbScJiknUVAoMBSQklMICBQYC8g3Zkwy+mf6+fCuD2tGGpczK61mqfOfExMTWCwWrbtho0XVYgQ+/wWM9XUku7yZ3CxZzsxiRaMgitg//nHkaJToM89Q8qWHMplY5wSWKqwWEl0qkUiEjo4ObfZ3PZ+H+blhRUWZeeSVtHXLskw6ndZatObPImVXdlb7/J9MJmlvb2fv3r2rer+XQiqVorW1FUEQljTv2kgUReHgwYOcPn06p68l6ntKURRGRkY4efIkAwMD9PT0MDg4yLFjx3jiiSc4ePDgRrYIbgmsKxlFUUgmk4t+v729ndLS0iVd9NQ2p/m7XEVFRYt+QNdDVB3rn1qw7e/p18axGHXcXOvguTY/pQUmYikJi0GnCSu1mrUUs7OztLW14XA4qK6u3vCTkbrbqFp4qzbFRUVFOSOqFmJiYoKenh5qa2s3upy/Khh+/zC6M0+gCCJJsxOz/wTTtgYKwl0Ioh7FUoQwO4WS70Zx7ESI+on/7xfmBBkvhLhAMLGKLMv09fUxOTlJU1PThufP5CILhf9mV6og03LS0dGB2WymtrZ2ToX6hP8EJydOal+Hk2FsRhvjs+PMJGcASEpJHBYHV5dcTe90L5/a+ykeb3ucm8tvviIElspyqlnRaFQTVSaT6YIt47mEKpLiLS1Ennqa2Zdeyois7NzIcxUtwWxGMBoxNtRj2nOV5i64lMDK3FxhcHCQsbGxNTcHWsji/kLX8ItBrWYBmgGGilrZ2b59u7bRsRqoc94rme1ZS9rb27Hb7YyMjOB2u6moqNjwtUM2sViMO+64Y1XCf9eacDic650bWwLrSuZCAuvs2bNYLJbzZo7S6TQTExP4fD6i0ajWj11YWLihomoxsqtStz9ylO3FFkryjXT5IgxPxdHrBFz5Rt66yzVn7upCyLLM2bNnCYVCNDU1rfuOlNoXn+0253K5Vu3CuF4kEgna29uxWCzU1tbm7M71YqhugMrUAMrYafShXkRkFEQE5KyfFMCYD8kwCHoQRBRbaSYra3qIdPM9pK/9izn3m+1WuJQAg8uz9fJSWI6omo+iKIyOjjI0NER9ff2czSVVZOUb8nmm7xlsRhtGnZH+6X6MeiPjs+MUGgtJykkkWcJusmPRW4gkIxyqPnRZ2rcvxkLVrNnZWXw+H36/XzMC2CyiaikCn/8C6dFRDDt3EHn2OQRRBFlGicW02Sz3N74OZLKx9GVlcwwwVHv4hZidnaWjo4P8/Hx27ty5aufG+W6MqsV9cXHxmmzIZVezYK7QSqVS9PT0kEqlqKurWxUTjMnJSYLBILW1tZd8X6tJa2srTU1N6HQ6BgYGmJqaoq6uLmeEQm9vL1/84hd58sknN/pQLojD4SCVSpGfn4/D4aC8vJyqqipqa2uprq7m3e9+90ZfA7cE1pXOUlbsIyMjJJNJqqurSaVS2mIlHo/jdDoXHHLNRhVT890K10NUZfPgk+2U2zPi54XOCW5rcAJw2DvBTFxifCbB+/aVEU2mKbdbLkpkAUxNTdHZ2bkuobrZxgjhcJji4uILitvNgFrqHxkZYdeuXRs+f7BcUqkUgUAAn8+HxddC7chP0RVXYxr6HYKUyIgpnQmkBCCCIIAigd4CUgqUNKlbMmZDqrhShZUqqsTBI+jPPEHyjn+64PGoC9tYLEZjY2PO9tGvFaqo8vv9yLK8LFG1ELFYjPb29vOMRE74T7DftZ8fe39Mnb2O/a79mqHFXb+6C6vBykhkhLSSJiWnKDRkPpeHqg/hDXn52pu+Nud+LnfGxsbwer3odDrNwdHpdF42bqyAVskq+dJDjH/0HnS82SOkAAAgAElEQVQeD/GjR5Gnp9G5XEiBAPpt2zDt3o2+rIx4SwtyOEzxZ+ZumCwmstRz4/DwMHV1dRQXF6/oOLONQwKBAPn5+Xg8nnVtHVfnvmVZnjObBRlR1NPTQ3l5OWVlZZd0PVPXKdu3b1+Nw141jh8/TnNzs/bYIpHIhtnYL8Thw4f55S9/ybe//e0NPY7lEo1GGRwc1Bwte3t76enpYWJigqNHj2704W0JrCudZDK5qFW7OowqCAKpVAqXy4Xb7SY/P3/R+8sVUZXN918ZJBzPuCX+/NQY795bykgoRud4hD/aV8o/vdjHddVF1LvzL1pcqaRSKTo6OtDpdKseqptOpzUHp9nZWRwOBy6X67LMQ4pGo7S1teX0TFEqldIquMlkUttssFqtmigy/eg9KIUV6DqeRDEVgD6zwFeSUcTENOj0KMYChFgA2VYJjhoS7//xHDFlfPYBlMIKLTtLrWbNn9FaqH0wGAzi9XrXRfRvNKslquajGomMjo4uOW/50LGHOFR1iG+c+gaB2QCCIBBNR0nKme4Au8GOjEwsHePjV32cOnsdz/Q/wxcOfOGSji9XUQPj1WxDp9NJOBwmHo+ve27WejHzwx9mZrJeeQVBr0cKhTLmFwAGA2J+PobaWlAU9C4Xya4uyp74CYHPfwF9WdmiwcTZxGIxOjo6tEr/cq8x2TNuuWAcIsuyFlAMc6tZkiRx9uxZIpHIRc1/z2doaAi9Xp9zjr8LORsqisLw8DBjY2PU1tYuOZKx1vzoRz9iamqKz33ucxt2DJcRWwLrSke1VFWJx+Na8G86nUZRFK655polT3QLiSp1YZxrC+TbvnmEFz55I+9//Dhj0wm2F1sYnIoRT8lYjTp2uqw8/qcrG4zNbi9qbGy8pCqM2obp9/uJxWJaG2Z+fn7OPaerjdp6OT09TWNjY04syJLJpCaq0uk0TqcTl8t1ntW8KnaMzz6A7GpCf/SbCHL6XOVKgWQUDBaQ05n/BRHFmI/iqCN102fRn3kC8eyLyDW3ohRWaPcpJKaJ/+8XFjy2xdoHVdEviiL19fWXVdVgrUTVQkSjUdrb2ykqKqKmpua83X7VafBU4BQTsxOklYwzq5J1qdQLemxGG1++/st8v/P7JKUkN5ffTJ29Dm/Iu+lntOLxuCaqdDodLpcLl8s1x7xgNZwGNwOBz3+BeGsrSiwGBgMkkyixWMbgRhTRuVzIMzNYbryRZFcXxvp6TXBdCEVRNJOlpeZWZ2dnGR8fz+kZN9VkS1GU82azpqen8Xq9uFwuKioqLrrC1tvbS2FhYU7N9cqyzMmTJxfMgoKMgPZ6vRiNRnbu3Lkh5+uvfe1rNDQ08MEPfnDdf/dKmJyc5Hvf+x4//elPKSsro6CgAIPBwLve9S7e8Y53bPThbQmsK510Ok04HNZElU6n0xYrer2eEydOcN111825zVIZVdl/5gqq4cVIKMaJwWk8BSY6xyPc1pA5+T73uh9PgYlrKgoZnc4EDa+0kgVvVGFcLhfbt29f9vMxvzKSLaquRKampujq6tqw7LFkMqkt4tPptLZoXM6uqv74YwiJGYTpIYSoH3H0RCYTCwVFb0FIxyExAzojSEkUgxUMeaAzIkhx5DwXQtQPRmvm//gMSmEFSmEF6T0fAFj2fNb4+Dh9fX3U19evuL0oF1hPUTUfRVEYGBjA7/eza9euOTMT8w0wxqJjlFpL6ZvpQyfoCCaCAFj1VmLpjL17gaEAnaDDYck4Fv7w9h9uurbBeDyutY2Loqi9Hks5wq1VblYuEfruvwCQHh0l2dWFHA6Td9ttRH/zG+RwGJJJhLw8lFQKZFnbfDFUVWGsryf/ne+4YG5WIpGgs7NT65gwGAznVQ43QzvmUtUs1bY+GAxSX19/UXNKnZ2d2oI7V4jH43i9Xq666qpFf0ZRFHw+H4ODg1RVVeF0Otd1PfXJT36Su+++m5tuumndfudKUJ0BH3vsMTo7O7FYLLzyyiu8/e1v5zvf+Q733HMPn/vc55AkaSPbLhd84XJni2OLNWdgYACfz4fb7Wbfvn3nXRzVE9+Fgn9zTVRlkxFMRTz4ZDtWo45ye2ZB1jkeocGTj0kv4C4w0To0zaE9bkZCMX5+Kqbd9mKxWq00NzfT29tLa2srjY2Niy4C5y/inU4ndXV1l0UI76VSVFTE/v376erqIhAI0NDQsOaLBfX18Pl8yLKM0+lc0UIw26zC9J9/DHrTuWysNIKioCAgiHqQkiDqEVJRSEVR8kogGUXQzUC+C9m1G2F6CMW1e84MlvHZB1DOtQ5CRmTBwhbvHo8Hu91Oe3s7ExMTqzosv9YsJKqamprWRVRlIwgCVVVVlJSUaLb427dvRxRF9rv2a8LohP8E+1z7AHg9+HomB0jIXFKj6SgAOnRIikQsHQMBHGaHJtJyXWAlEgltEQ/gdru56qqrlj3rp9PpaGhoYHJyktOnT1+W1Sxzs/oa7ifyFMRbW4k+99wbLfOynLF0F4RMhSudRjCbMdbXzzG/WArlzBmu2r+f4eFhjh49ik6nw2w243a72bt376aJvRBFUbNwT6VSpNNpLaBYFEWqq6txOp0XPaeUTCZzTlgmEokLfk4EQdDm4rq7uxkfH18144/lMDIyQkVFxbr8rktB/Sz19fVxww03MDMzg9Pp5JOf/CRWqzVnN/thS2BdUVRVVbFt27YFv6cKKTWMeDOJqsWwmfWMhDJ2uhORJLZQnO3FFm5rcPLkqTEiCUkzxFhpBQvQ8j0mJydpbW1lx44duFwuILOTpbb/Xcoi/krAYDCwe/duxsfHaWlpWZMqzPxFvMvlWtXWRLlsP6nr70N/5gl03b8k8Z5/AzKiSEhMQywEiWmEVAwhHsr0CJgLUBJRRP/rACjMvegphRVa1Wo5DoNms5lrrrmG4eFhWlpactpIJFdE1ULk5+fT3NxMX18fJ06coLGxcc5mSKm1lENVhwCos9dp81a/GfgNwrn/JCRNbE0lpphJzHD/y/djM9rIN+Qvu11wvSpeyWQSn883x41xz549l2SgUlxczLXXXkt3dzetra2X1flvfvUp/53vIPLU06RHR5HDYdITEyiRyLmW4SSIIkoiQXp09Nwt9mvBxgtVssJHX2Hydy8zce7vFRUVTE9PI4riBSuIuYooihgMBq2aJcuyJrLy8/PZt28fw8PDnDx5ktra2gva1ieTyZx7Hi7mmAwGA42NjUxOTvLaa69RVla2LhsRPp+PsmWK/I1EfR4SiQRGoxGDwcDRo0dpbGzkF7/4BXfdddcGH+HibLUIXkHMDxueX6nq7u4mkUisS/VgLZifhzUSijESijMQnEVWoCTfyG0NToanYvy+d5KdzjyatxcxEorxlTtXJ0MjmUxy5swZrRqoXgjXq73pciEej9PW1kZBQQE7duy4JOcrtb1J3Ylfq9dDHDyC4ZVHM9UrQBw/hezZixAeRUhFkU2FiDPDmXksyCy6UDJ27noTcnFtRoRF/CgF5Sgl9W/MZo2eQC7bjzA9tCyHQRV1psjhcFBVVZUTOWkb2f63UmZmZujo6MDj8VBZWYkgCAuKnoeOPcThkcMUm4qZSkwRSUcQEFBQ0KNHQsKkM3HrtlsBKLOWLUtoPd72OPc03bMmj21+JXctX48rYTYr3tJCvOWE9jUGAymvN1PFAuSZGWzvfz/6Ug/G+noiTz0NoBlfpFIpTeRafvELrNEo7i9/ec7roWYKVlVV4fF4Nu3zmD2bNT+gOBaL0dXVhcViYceOHYvOlC1kJrHRDA8PIwgC5eXlF3U7SZLo6+tjZmaG+vr6NetuURSFm266iVOnTm2a904sFkOSJJLJJP/8z//MqVOn8Hg8fOpTn6KmpgZFUTbysWzNYF3pyLKsZWHJsrxgRpU6VLuUk1auc6x/im+91Ee53UzHeITeiSgWgw5ZUTAbdOx05tE5HsGoF9lebGF0OkG53Uy53cy795auqJo1OzurLRpFUcRkMhGJRNi9e3fO5F5sNtQATp/PR2Nj40XNp2UP4guCsO4i1/D7hxF7n0fe8daMM2BqFnGiA+QFsugEHRjykGrfDqCJKrVSZXz2AYTpIe3vi4UQL4Ysy/T39xMMBs+rwqwXm1FUzUeWZXp7e5mZmVm06nnCf4IXhl/gs/s+y72/vZfJxCR5+jy8U97MAlLQUW49JywUNEv3C7kMrrbAmm/kor4e61FZuhJms+ItLSS7uog89TTG+nrSo6OIRUXEjx0DIO8tN6OkJRAEpPFxZEVBft/7mHC7Mi6+Tz6JWRDAl9kUUqtb2TlaqVQKr9dLKpWioaFhU32W5pNOp7XumezZLNXoY3h4mB07duBwOM67bS4KrLNnz1JQULBi441wOExXVxcOh0NrT15NotEo73rXu3j11VdX9X7Xk1gslkvnji2BdaXzs5/9jJGRET784Q8jiuKirX+qcYPb7dZ2azcb33qpjwNVdr71Uh/heBqbWU/r0DQWg44qh4WiPCP9wVnseQaSaZkH31Z70cIqGo3i8/kIBALo9XrNvUltDYhEIrS3t+PxeHIuxX0zEQ6HaW9vp6ysjG3bti36PMZisTkiVxVVG5EPpYoiVQyJg0cgPo042aM5CnLOgQ7RkMnLEg0giEj179BuK53LyAIWNL24GNRw4vLy8iWfx9XichBVCxEKhejs7LxgFeb+l+8HIDAbYCg6REpOoRN0CAgYRAOiKPLmsjczFh3ju7d897zbZxtqZLPSEGPVWGd8fFwzcnG73Ru2SLlSqlnm5mZ8f/lxTFddRfTFF9E7HCS7u5EjYZAVJKsVdCKiqEPncFB46A5mfvgj9GVlmJubiTz1FPnvfOeiIcXBYJDu7m4qKiouOVNqI1EDilWzguxqViKRwOv1au346jVWkiRaW1sXdevbKNTz7KW0ZsuyzNDQEH6/n7q6ulXd8PZ6vXz5y1/mZz/72ard51rT3d3NI488wvT0NNu2baOmpobi4uJcCBmGLYG1RTQa5b777mN6eppHH310yd5mWZa1Xcampqac63G+EGoe1vOdExSY9XSOR0ikZTwFJtKygkkvMD6TxGE1UFqYWfAdqCrCZtbx4esrF7xPNbzR7/czMTGB2WzG5XIt6d6U/TxeiWGwq4UkSfT09Jz3PGa7aWW7Ym70+1XMNqV47lOIkbHMX+Q0IGf/JJnTrIIiGhF0BhSDFWnvnyGOnkAI9iAkw8jORsTxUygWB0qeg8SHf7Wi48quHixlyLJSLldRNZ/lPI8n/Jk2sWf6n8Eb8lKaV0qLv4WElMgILEHErDNj0pnY59pHmbVsUfG00gpWtltpKpXSctxWmjm02lwJ1SzIuA3a7/0YUz/4D2ae/DnyRABmZxHUtiZBQCgogHQa19cfZvJrD2u3FW02TViJtnwK/uRPzrv/dDqtnR83+/MoSZLWNjg/oNjv99Pf38/27dtxuVya8FrKrW8jOH36NA0NDatyvZ+dnaWrq4u8vLwlWyUvht/+9rc8//zzPPLII5d8X+tBKBTiLW95C/fccw+CIDA0NMTw8DCRSISf//znG314sCWwtoCMSPjRj37E1772Nb75zW9esLSu9npvVtvnv3uui1+3TxBLSihAUZ4BfziBQZcZQq9x5rGjJA9BEPjKnY1866U+PvGWau32iqIQDofx+XwEg0EsFosW3ngxJ7pAIEB3d/eSeSZbXJhgMEhXVxc2m41YLIZer18whyeXMPz+YaTKG9ENHkH0/hIxPIJitiPEp0BKZWaxpFRmRkNnAFlCyfegFNdk7iCdeMMAo7AC4jNIO95K6vavoD/+2BwXw+WihhNXV1fj8Xgu6fFdKaJqIdQqTGVlJaWlpYvupD507CG8U16GwkOkSSMrMuf8JTGKRhwWB4XGQu676r5FBdZyK1dqrp7P5yORSMwJx85VLudqlizL+F98kcnJSeTXXsP6ehuGoiKk7m4EUUSJx0GWEUtKkP1+yMtDNJtREgmUZBLBYsH18NcwNzdrQm0x1LiL9apSrxVqNUsdY8huG0ylUvT09JBKpSgrK2NiYoJdu3Zt5OGex/Hjx2lubl61519RFMbHxxkaGtLcFi+F//iP/yASifCZz3xmVY5vreno6ODee+/l8OHDG30oi7HgC6374he/uNSNlvzmFpsPQRC46qqruO2227jvvvsIBoMcOHBg0R5fq9WK0+nE6/UyOzuL3W7fVCftm2tLmE1KVDkstI2GkRUFSYakpCDJChORJENTMaZjaaZjaY71T1FWaCJfSDA4OEh3dzexWIzi4mJqa2spLS0lPz//onui8/LycLvd9PT0MDMzQ1FRUU4YDmwWotEoIyMjDA0NYTQaicfjWK1WmpqasNvtOW9FLp8TWEJ0AsXqRNr9PnRDR0GRM7bu8jmhJadB1IGcQt5xOwBioDPjOChLCEoaIRVF9J1BnDyLrusZ0s0fvejjycvLw+PxMDQ0hM/no7i4+KKew0QiwdjYGD09PYyPj2O1Wqmurmb79u0UFhbmVMjpWmKxWPB4PIyMjDA6OkpRUdF5j/2E/wTekJeknKTcVk44EQYB9KIeAQGT3kRFfgUG0cBf7F5cLC9l7Z5Op/H7/fT29jI4OIjRaGT79u1UV1dTVFSUs5sPKhaLhdLSUm0RabfbN6XRkoosywSDQfr6+jh79iy60lJKr746k3U0PQ3RKPqSEpREAvR6SCRAURCMRvQlJUhTU+gcxeQdPIgSj1P0wP3EW1pIj44tmZulPo9qpaewsDDnX/uFEAQBnU6HIAjavLg60qDT6bSuka6uLi2XLZfWJSMjI4s6Nq8EQRCw2Ww4nU4GBwfx+/2XdJ795S9/SW1tLbt37161Y1xL8vIym+AnT57U5ttjsRiCIOTK+/uhhf5xS2BdoTgcDv70T/+Up59+mm9/+9vccssti5oI6PV6SktLmZ6epre3l+Li4k138fvgtdt48tQYRVYjk9EkVqOOtKSgFwXMBpFwXMJuAo8pzet9oxzrD1FQUMBN+xrxeDwrElXz0el0eDweZmdn8Xq92O32XDk55CSRSITh4WG8Xi+hUIjCwkJ27typ7XJLkkRHRwc2my2nqyWqaQUApgIUx07S1/4FYrAHufQahMneTBgxGedJRB1CehZx/DRI6cz3BBAEMVPdMhVmdr6LqhH9baSv/8SKjkun02lxAm1tbeTl5S3ZOrYlqhZGFEWcTid6vZ62tjaMRuOcc2mZtYy3lL+FcCrM2emz6EU9oiBq2Vh6Uc9kfJJoOkqdvY7y/HJO+E9QZi2bcx/zBZYkSUxMTGiiymAwUFFRoc0mbLZziyiKlJSUYDKZaG9vB8Bms+XUwnkpFEVhamqKvr4+ent7URSFsrIydu7cSUlJCWazGUN5OXm33EJ6dAwpEABJwlBRASYTpNMo0ShyPA6JBEoqhWAykfJ6mX3+eWJHjmCoriby1NMku7wAC2ZpiaKIw+HAarXS3t5OOp2msLBw0zyP2ajZWYIgaJbuqtCyWCyIokgkEsHn81FYWJgT6xJZlhkbG7toB8HloJ6zRVGks7MTQRDIz8+/6Nf2iSee4JZbbqGycuFxiFxBfb1fffVVvvGNb/A///M/jI2Ncfz4cQ4fPoxer6e+vn6jHQRhEYG11SJ4haMoCs8++yx/8zd/w9///d9zyy23LPlGDYVCdHR0UFNTg9vtXscjvTSO9U/x8H/3kJIURkJxbGY9YzMJdAJU2/XEkmlurLTiDSk8cFst19esbTvkco0briQURdGMQ9QZN7Udc7EL5+zsLG1tbRQXF1NdXb2pqoLqnJbxFx/LODjHQhnzC9VpUBBRRAOCIoPOmGkoE4SMDXxWmLFSWIFiK0OqfduK2gUhI57a29uxWCzU1tZq1awruf1vJaRSKTo7OwEWjLt4vO1x8g35PNP/DLPpWYKxIDIykixlFo4IlFhKMIpGPrf/c7ww/AJFpjfMd2RZZnZ2lm3KNiqooKSkBLfbvaJFVi6zWWazFEVhenqa8fFxpqamKCwsxOPxUFRUtOTroVq5q8YVoe/+C+bm/Uz87ecxX3MN8ZYW5EgEXUkJgl6P3uNBSSY1QaVauqsmGuqf85Flmb6+PiYnJ9m1a9dFObHmGpIkaW2D6mzWwMAAJpMJi8WC1+vF5XJRUVGxodeBRCJBZ2cnV1999Zr+nnQ6zdmzZ4lGo9TX11/UXOV73/te/vVf/zXng4ZVw5PPfe5zGAwG7rvvPjo6OggGg/T393Pttddy0003IcvyRl/7t2awtlickZERPvShD7Fv3z7+7//9v0vuBKVSKdrb2zEYDNTX1+d8e1Y2sizz3u++SjCaJJqQMRkFHFYT4+Ek377rKo71h+bMYK0l6iIiHo/T2Ni46XacVwPVOER1Y7RYLJpxyHIrItk25E1NTTkzwL8U4uCRTMvg9JA2XyUEvICSaRUUdKComXWqEQYoVhdISYRzwkqY6iN94C8BkCpvXJG7oIqiKFobpsPhIBwOb4mqFeLz+Th79iw7d+6cMy+hZmepQusn3p9wqPoQR8aO0DPdg0E0UJ5fTjAW5ID7AOOz43z7zd8mGAzy2OuPUSlUcsO2G7Sq+uUkqhYiF2ezFEVhZmaG8fFxJicnKSgo0ETVxSzyskWRKrACD30JvduNWFRE7He/A1GEdBr0evTbtqHEYiBJlHzpoTkzWeqfiwmtcDhMR0cHJSUlOZOHtxJkWdYCigH6+/txOBwUFxcjyzIDAwMEg0Hq6+s3LB5lZmaGkZGRdZsLm56exuv14nQ6qaysXNZre9NNN3H8+PGcqPgthSqcvv71r1NbW8s73/nOjT6kxdgSWFssTTqd5itf+Qq//vWvefzxx9m+ffuiP6soCsPDw4yOjtLU1JTTO2OSJDE5OYnP5+P4QIhnByCUhGurinmhM4BJL5KSZB75wB6AFeVgXQqqkUhdXd2COR+XG6pxiN/v10TVSoxD5qPakG82u2LD7x8mdfDTmP/l+ozxBQKkYplqlpTI/F0QQWdA0eeBTo+Qms0IrIlO5G3XaRbuKxVY2ZWqVCpFOp3G6XRSW1u7aRdjG00ymaSjo0NrY8l+b6tC6/6X78dhdnB45DBpKQ0CyIqMrMgYdUbMmGk0NVJlr0K0iBiNxiXntC5HcqGapW4EjY+PEwgEsNlsuN1uHA7Hqnw+Zn74Q+RwhMRrr6Ekk6RHRxHy8xEMBlI9PQhmc8ZpMC8Pwzn79vToKJCpZs0XWguhCpCJiQkaGhouyUJ8o5FlmWg0SmdnJzt27JhjYR6JROjq6sJut1NVVbXuG8CBQICZmRlqamrW7Xdmi8u6urolX1tFUTh48CCnT5/O+WukKrDuuusu/uu//osbb7yRhoYGtm3bhsPh4M/+7M9yJa91S2BtsTxefvll7rvvPj772c9y5513LvkhjEQitLW1UV5enjM7jJC5KAcCAfx+P5FIBIfDgcvlorCwkOMDIX5+KmObfaR3kkhCwmbRU1lkOc+q/Vj/FLD2oiuRSNDW1kZ+fj47d+687Ba12W6MgUAAq9WqiarVvACm02ktfHPXrl2boiqougwaX/hbSEZRFBBnBhb5aQElrwTFXgWiHsHfRvI9/9+KhNVS7X/Zi7GmpqacdqDLZVT3r4GBAWpra8/bQFGt3P9fy/8jMBsgraSRs2z8hXPXbZPOxB1Vd1BkKlrUrl0VbZcrG1HNUqvrExMTmlHRap+z5hP67r+QHh0l3toKkoQ0NZWZuYzFMk6jFksmvLi/H905R1rRZkNfVkZ6dBT7vR9b0ggjEonQ0dGB3W6npqZmU3WgpFIp/H6/FpDtdDrxeDya+UV2QPHw8DDj4+PU1tYuGUmz2oyMjKAoyqqaXCyXaDSquewu9tqGw2He+973cvTo0XU/vpVy5MgRIpGIluM3OjqK1+vle9/7Xq6MqmwJrC2WTzAY5CMf+QglJSX8wz/8w5JtV5Ik0dXVRTqdZteuXRtWdk6n0wQCAXw+H7FYDIfDgdvtPm9Q+lj/FH//q24CkSQoCqFYGp0okG/S8ebazALoK3c2ApnAYmBd2gYVRWFgYAC/339ZLGrVVhrV4j4/P1/b9V3ri7rqqLYZqoL6448hJGYQpodQCisys1kzo4jpjNgSEjMZl0FBJFPNAmQpM5eV70GxlWmhxBcSWhc7UzUzM0NHRwelpaVbYdmXQDwep6Oj47wZN1mWmZyc5PDZw5yePE17sh27xU5vuJcSSwnBeBBJltCLeg6WHUQURMqsZYxGRzlUdWiOoHro2EN84cAXNuohrgvrUc3KngM1mUx4PB6cTue6CRG1XVCd0Qo89KWMq6Ddjjw9jRKLoa+qQldcjKDXoyspIT06ep6oWiyYGDLn5sHBQcbGxmhoaFhXAXKxqGYu4+PjJBIJXC4XHo9He+2XCiiOxWJahlRNTc26GPH09fWRn59/yVbqK0VRFEZHRxkZGWHHjh3nXf86Ozv5x3/8R/7rv/5rQ45vJVx//fW88sorG30YS7Fl077F8snLy+P9738/g4ODfOYzn+G6665b9IShumgpikJ7e/u6urqlUil8Pt8cJy015dvhcGAymbRF4bH+KX5+apyRUByTXiSWlJhNycRTMqIgUFFsoSTfyEgoTrndTLndwrH+ELA+bYOCIGC327HZbLS1tWnWrJtpUasOfQ8MDGjzZQ6Hg9raWjweD1ardV2qc1arFZfLtSls8eXy/RmBVPd2dINHMu1+zR9FN3wMktGMAYbJhmKyZ+avAAQB2eIAUyHozciuJoSoH7l8P+K5+1C5FPc/k8mk2T4PDg4uaEO+xYXR6/V4PB5tAF6SJEZHRzW3uT2Ve3C5XExL0+xy7KJnpofAbICknMw4qMkSPdM99M30cbDsIMF4kDp7neY0eMJ/gsMjhzlUfWiDH+naslZOg7FYjJGREc2x1G63U1tbS1lZ2ao4yF4sqjAyNzeT7OxEDoKLUoMAACAASURBVAbRl5ZmPveRCHI0ihKNkhoaQjCZUOJxbO99zzkb9/3kv/Od5zkMxltatH9TrzXFxcV4vV7C4XBOnSPVDpTe3l4GBgYwGAxUVlZSU1NDUVHRnE3cbEv3+U6DBoMBt9tNMpmkq6sLs9m85jO6Pp8Pu92+YTOrgiBQUFBASUkJ/f39BAKBOVEmp06dYmpqire97W0bcnwXSyQS4cyZM7zpTW/KWbMbtlwEt1gpra2tfPSjH+UjH/kIH/rQh5Y8CcdiMV5//XVtmHYtxEEymdSCNFOp1IqCNB98sv2cgJqibTScCR4WBN5S5yAQSTIRSRKOp0nLMtuLMyfkcruZd+8t1cTWsf6pNRNealUwlUrR2NiY08Ooqqjy+XxMTk6u+nzCpR6bOivY2Ni4YYPPy8X47AMIUT9E/IizfpBSKFIq4yQoxTM/JOhBkQAFRD1yxZsgOoGQmCHdfA9CYobItffNqVS5XC7cbvclXfQnJyfp6uqiqqpKa8vZYnmoFt7qZ0SSJOx2O42NjefNZgF4Q168IS919jqeH3qeUCKEWW8mkorwwdoP8uLwizS7m8k35HN0/CjBeBCbwaZVtJYbSryZudRqVjwex+fz4ff70el0WjU318618ZYWos8/T6qnl/ToKKZrriH28ssoySQIApY3vYn4qVPoS0rQORyYrrpqwTmsxeazVHOb4eFh6urqKC5eWwfdxVCruT6fj5mZGc0h82IEtCzLpFIpZFk+r5qVSCTwer3odDpqa2vX7HV+7bXXqKuryxlTIDUTbWpqij/4gz/gBz/4AYlEgr/+67/e6ENbFmfPnmXv3r0YDAauv/56tm/fjsfjYd++fRw6lDMbSlstglusnEgkwic+8Qmi0SiPPPLIkoOFsizT29tLOBymqakJk8l0yb8/u7VJkiRcLhcul2vFu1GqwBoJxXi5O0i+WY8kK3zxjnoe+/0A/373PgBu++YR3r23dMEWwW+91LfmrYOqG1lDQwNFRetrvrEUiqIQCoXw+XxMTU1RUFCA2+2muLh4w0XVQkQiEdrb23G73VRWVuasOBAHj2htfobfP6z9e+rgpzH95x8jjJ5E0BshOQvpOOhNKKIBCsqQTIXMGhyEhEL6q/6YKoaw7flfcy702fe/ElKpFF1dXciyvKHtwJuB+Z+RbAtvgKGhIa1Fa6HzqSq2/s/R/0NCSiAKImk5TUpOYdKbcOe5SaQTxKQYAFW2KkqtpZRZyzSBdbnPZcHFzWap1xGfzweA2+3G7XZvilnNmR/+kJmfPJFpEzwXTIwggCyDICA6irFcewB9WRmiLZ+CP/mTObdfygAD3mhjNZvN1NbWrkulOnvjIRQKUVRUhMfjueTcLkmSSKVSKIqiWbqrqIJj+/btuFyuVb8WtLS0sG/fvpy6DiYSCT72sY8xOjrKddddx5ve9Cbe9773bfRhLYtkMkl7ezuBQIBQKMTIyAinT5+moqKChx56SGsN3WC2WgS3WDlGo5F3vetdJJNJPv7xj3PVVVctGqQnCAIOhwOj0cjrr7+OxWJZkRCKx+OMjo7S3d2Nz+cjLy+PqqoqqqqqsNvtl7S4KzDreffeUt7a4OTpMz6qHVZsZj231jv5fe8k795bCsC/vzLELk+m6lFun7tDeqw/tOatg2ovt9frZXZ2FrvdvmHiQL0Y9vf309PTQyqVwuVysXPnTtxut5a2nosYjUZKS0sJBAL09/dTXFyck61u2a19unM5WRkr97bM3FU6DrKEkJgGQUARBIT0LMwGIRrEMtVFQWKMylQvBYFWDOkocvkbC2z9mSeQK288r41wuahBl4Ig0NbWtuLP9uWKWs1d6DPicrmwWCxa+1JhYSFFRUV0dnYSj8fP+2yXWcsos5ahE3Xsd+1nNDqKRW8hmo6iE3TE0jGmE9NIioRBZyCUCBFLx3jPjvdoourZ/mcve4FlsVgoLS1lfHycoaGh864NyWSSsbExuru757TIVlZWUlhYmAuLs2WhJJPIMzMIRiN6txslkUCZnQWdDvR6lHCYVE8Pyb4+Eq2ntIpX7MhRIk89jWizEW85QbwlI9zntxCqbaxqDMtafbbV2Vy1jTydTuPxeKitrcXpdGI2my/5OqIGFENmw1ctJAiCoLWPj4yMMDY2ht1uX9VrwfDw8IYYXCyFXq/nzjvvxOl08s1vfhOr1crtt9+eUyJwMXQ6HSUlJUSjUcLhMG9+85u5++67ueWWWwBy5TFstQhusTp4vV7uvvtuDh06xH333bfkBepi3fFisZg2YCyKopaJtJbl9gefbGc6luLMSJg95QX0B6Mk0pm3vl4UsBh1BCJJ7jlYyS6PTZvLyuZAlX1NxZaiKFo/9XpmPcmyrO0wTk9PU1hYiNvtzql+/YtFbXWrrq7G4/Fs9OEsihpEDGhVJ9N//jGSLKMffgXkNEljEcbkZGb7TNShGGxgLkBq+iPNNCN18NPa/ekGj5A6+GnNGv5SUMOJzWYzdXV1m2ahutrMb5G92GputrnNrl275rSxnvCf4OTESUajo5z0nwQgno4znZpGyURPYxSNmVktBKwGK1+98auaqLoSjC+yUatZpaWl6PV6zW1ObZHN4RmOZRNvaTlnhNHM7G9/i1hcTOL0aQS9HjE/H2lyEsFiIe+mmyj50kOaBTygVbAWy8tSUWcFdTod9f8/e28eHdddpvl/7q1dtUpVqiotlrVYq7N6S0gCJEATAomB0PxIIFvnxCSdhqZPN3RDQzodegbm9DCcTpoeTDyTGZoOmTD0hA5habYkdDDESI6TWKtlrbZUi5Yq1V51l98f5Xsj2bIty1rKtj4cju24VHWrXPfe7/t9n/d5WlvPu1M9P+8wGo2uqYxc62YBC5wGofh9GRwcpKamZkWiPVRVpbOzk507d57X86wmu3fv5sorr+T3v/89//2///dVD0ReLqqqIggCnZ2dfPnLX0aWZbZt28bAwADve9/7uPvuu0tpk3RDIrjBypHL5fj85z9PT08Pe/fuPaNVpraA0CyfTy4OUqkUkUiEaDSK0WjU5X+rLds4MDLLgZEYx2MZgi4r3/39MardViRF5YcPXwPAh/ce4LmHdvGhvQf4wUO7Fvz8WkgET0bLetq8eTNVVVWr8honF1Uej0cvqkq1Q3WuFAoF+vr6EASBtra2UrpQL4ombXK/+HmyVj81oZ9jzMXBZEMVzQjZaYoOgwIYLCiBK1E9dYjHXkWpvaY41yXl9EJNHNuP3Pw+pJ3nl6k0f36j1N3IVpKTHTJXYsGoyVgrKytPmV/tinTx9UNfp8XTwsDsAFPZKdKFNKIoUpALqKjYjDacJieKqmAymKh11JKX85fMXJYkSbrb3NzcHEajkY6OjpKSVq8UU3/zKI7dt5Hv78f1iU8QemAPhclJ1FQKNZPB4PWiJJOYtmxBnopivepqoJiZpf28ubXlFBnhfFRVJRKJMDQ0RFNTE36//5yPU3NkjEQi2Gw2gsHgqtvcL4bmNKgoxQiE+YWWLMsMDQ2RTCZpbW09r81LTc521VVXrchxrwY33HADBw8epKenh4cffpi3v/3tPPLIIyW3+aBJ/z7+8Y9z4403cvvttxOPx3n99dd56qmn+Nu//Vt27NihF2LrzIZEcIOVw2g0cvPNN+PxeNizZw9NTU2nNbXQHIscDgfd3d2648/4+DhHjhwhFovhdrtpamqitrYWl8u1JhdgTfKXyMp0jsYwigLJnEwiK2E0COQlhWc7J8hJCq8fm6MvlKAvlKQ3lOCqWveaSARPxmq1EgwGGR8fJxwOU1FRsSKflaIoTE9PMzw8zNDQEIqiEAwG2bJlC5WVlbq06WJBG2qXZZne3l7sdnvJ3WBOdv/zJXuplEK4/XVQdRVC+E2wuBGQUW0+VIMVoZBENVjBGUTIxBCycSikIZcAqxthdgQANXAZxr4fIKSixT8vQy4IbzlWVVRU0N/fv+4y1tVEy3IbGxtjYGCAbDaLz+ejublZN9k5n/etyVhnZ2c5evQoHo9H32Sqtlczk53hnTXv5OfjP2dXcBeN7kYmkhMU1GKBVWGpIFlIksgnEEWRFk8LyUKSR3c9ynb/dt1x8GJCs/DWXGTNZjN1dXW0tLTgcDgYGBgAVsZpsJQQnU6sO3ZgueIKAHI9PSgzMwh2O4LVihwtntdKIoGSTEKhQGF8HGVuDoD0iy9RGBnBsXv3aV9DEAQ9WmN0dJRwOEx5eflZ7zcnOzKWl5evqyMjLHQaVFUVWZZ1qa4oini9XsrKyujr60OSJFwu17K+L+l0mlQqtW4W7WdDVVWeeuopHn74YQKBAPfeey+9vb088cQTS5rJ+ulPf8oHPvABHn/8cdLpNDfccMOCv3/66ae56667+OY3v8l3vvMdduzYsWyViKqqiKLI3r17ue+++2hqaqKiooL29naeeuoprrnmGhoaihvcJXBub0gEN1gdjh8/zj333MO2bdv40pe+tKicQJMITE5Ocvz4cYxGI42Njevu2qR1sX7RFyWWLhDPFHBYjViNIvXeMgYiST66rYbnDk1S47Gyq76c47EMX/1QxwIXwbUKJJ5PKBRiZGRk2Z0DragKh8MkEgkqKioIBALnPWB8oZHJZOjp6cHtdtPY2Liu0sd8Pq/v+J7J/c/0ytcQ4uNIl38M0y8eQUwcQzW7EBKTxZkMgwXV7EDIJ0GRUG1e5Ms/pssOVfcmhPg4uY//vxU7dk3GGo1G6ejowOFwrNhzrxfadSsUCjE9Pa0HZK92ltti+WOaYYUm+9vXvY+J1ATN7mZeDb9KXsnTP9uPoio4TA7cFrfuLKjlZg3EBriz5c5VO+61QFEUPe8wmUzqLrIOh+OU69Za5GaVCtnOzhO/dpF4/vliwWUyIbpcyDMzABiCQayXX440MYE0MYGpvh73/X90RrmgRjQaZXBwcFEXUa3DHgqFEEVRd2QsRfMQRVGQZRlZloGF3SwtYH16eprW1tZzdp2dnp4mFovR1NS04se9EsTjce644w5eeeWVBf9dUZSz3vdkWaalpYWf//zn1NbWsnPnTp555hk6Ojr0x+zfv5/29nbKy8v5yU9+wt/+7d/y6quvntcxf/vb3+aJJ57gYx/7GJs3b+bQoUMcPHiQb3/726Uk8V90wVTaupgNLghqamr493//d77yla9w6623sm/fPurq6lAUhVdeeYUjR47o0sBAIEBDQwORSITx8XFcLte6FlhaQXQ8luHASAyb2UBeUkhkJERBoKLMzIGRWRJZiURWWvRngTXNy9LQ3Ja6u7upqKigoaHhrIWRLMtMT08TiUT0oqq2tvaSK6rmY7PZ2LZtG6Ojo3R2dq55yPNiRdXWrVvPOncoXf6x4m/kHBSyYHaB0QxSBuQCglwAVQJFQsjFMXR/H7W8ASEVQYjEUdW3nArlE9LB+Q6D5+o4KAgCDQ0N+Hw+uru7CQaDJe3YeDrmz4tMTU3p163GxsY1kza5XC527NjB0NAQBw8epKOjQ5f33Vr/ljWxFjb82tRrdIY7kSheo7Jylmi22MWYzk5TZS/KiV8+/vIFWWCdbOHt9Xqpq6s7a6fBYDDQ1tbGzMwMr7/++pKcBi9UrDt2kO3sJNvZibmhHsnhQA6FkMNhMJuLOVFjY6SOHQODAdFuJ9vVhTw9jWP3bWeUCwJUVlbi8XgYGBggFArR3NxMPB4nFArpoeVXXHHFirgGryaaAYbBYKBQKCDLMqqq6oVWQ0MDlZWV9Pf34/F4qK+vX/J5n8vlSrKo1DidAcdSNhUPHDjAli1baGxsBOCOO+7g3/7t3xYUWNdd99b94tprr+XYsWPLPtZwOIzT6eTee++loaGBV199lcHBQYxGI3//939fSsXVadmQCG6wIoiiyDvf+U4aGhq44447ePnll/m7v/s7BgcH2blzJ+9+97upqqrC4XBgMBhwuVx4PB56enpQFGXZLfmVoMZj4z1tlbwyOM1ELAuCgEEUcFqNRBI5rqh1MTqdptpj5XgsSyIrcWBk9hS5IKxtgQVgMpkIBoPMzs4yNDR0SggjvBXaODQ0xPDwMKIoUl1dTVNTEz6fb0Vcmy505oc89/T0oKrqqn4n8/k8ExMTuvyvrKxMD/89F1crw9h+1Mo2yCUQ544ViyujDRSpWFypxZkD5ELReTAbB4sTITaKkE+g2v1gdaO6N2E4UVBpDoOa4+C5YrFYqK6uJhqNMjo6uuh3shRJJpOMj48zMDBAMpnUA7K169ZadzbnS5e6u7uBotSt2vGW1E+zYs8refxlfprcTYwnxrEYLDhMDvw2P26zGxWVyfQkyUJSt3LX6Ip0laR8UHMtHR4e1gOZq6ur2bJlyzlft87mNHixYKyuRkkkMHjKkUZGsO7YQWFsDEEUEWw2MBgwbdqEKkmIFgvGQICKz30W+4nQ2flhxIuhqiqqqjIzM8Pw8DAAra2t1NfXnzW0vNTQ5IFQLODnBxRrct1UKsWRI0ew2+1LMtqanp7GZrOt6QbdufDaa68Rj8e5+eabz/lnX331VaLRKLtPyEpHRkbo7e3l/e9//6KP/6d/+ifKy8v1x58LyWSSL33pSxw4cIDf/OY3RCIRcrkcFouFm266ierqalwu1zk/7yqyqETwwjkbNihZZFnmlVde4fvf/z4vv/wy1157LeFwmHe96138l//yX04ry3A4HOzYsYMjR47w+uuvs3Xr1nW56X37d2P8sm+K8FwOWYVcTkYFMjMZve97eY2LK2vd7Kr3sO+VUV0i+JWfHuEHh0I4rcVT6Z7/PXtKIPFqI4oiTU1NxGIxDh06pO/AaTKadDqN1+tl8+bNF90swkqjdQ6OHDnCoUOH2Lp164rtSC63U7UYykkdJxOgNL0HceAnAAipCKp/K+LxAyDlioHEjgCF9/03jN3fR8wWZzHyH3gc4++fXPDchvPMyoLid7KlpYXZ2Vlef/116urqqKqqKrnvnjaEH41GsVqtBAIBNm/eXFILRY/Hw86dO/XvZHt7O1arVe9obfdvX+AaaBSN2Aw2VFQi6QjHkscwikbenHoTn83HF3/3RWwGG2+reht/ue0vORg9WDLmFydnh3k8HoLBIO3t7ef93blUulknd6Ks1+wid+h1lHgcwWajMDoKhQIyRev36F99HoPPh2P3bSiJ5ClyQU31EAqFSKfTVFZWctlll2GxWBgcHKSvr++ClV/O72ZJkoQkSXpAsSAIbNq0CZ/PR39/P2VlZTQ2Np7x2pDL5Ura6GdiYoJNm5Y3b7vYONHpzp0XX3yR//k//+cpUsSlojkGKorC3Nwc6XQat9vN3Nwc9913H62trbzwwgulYnBxWkrnLrLBBUdfXx//8A//wG9+8xuuu+46PvKRj/D1r38dk8mEoih84xvf4H3vex979+6lvb190efQbnqRSITOzs51CdS999qi/fpzhyb5WU8Uj83IXFZCVsEkCkzGs5gM4gkZIQxNpfX5q/e0LRxmXWtXwfk4HA7q6uoYGBigt7eXmpoaGhoaFp1N2OD0aN/Jqakpurq6dKOP5bCSRdXZUC0ucPgRwocRCimE8d8WjS/IgCojZmYw/+TPi46CRguqwYJl77WI6QhqeQNy8y2Yf/QZxLH9usW7+UefQXVvQq67bllFV3l5OTt27KC/v59oNEp7e/u6S2jmF1UWi4VAIMD27dtLqqg6mfnFwaFDh9i8efMpczBQNMPY7t/OyNwIE6kJhBNbRJqNezQTJWgvSmsyUkYPM15PNEfGUCik29wHg0FaWlpWpWtYUVGhF6yvvfbaBVscnA3rju1kO7sIfP3rZDs7iT/1v8j19iLYbAhOJ2qhUCy6XC4MXi+uT3yC2N5vAW9JMkOhEIlEAp/Pt+i9pK2tTd9Eqa6u1ucFLzREUdQDiTW3QU0yaLPZuPLKK5mcnOTgwYM0NTXh9XoXfZ58Pl/SEsnjx4+za9eusz9wEWpraxkfH9f/fOzYMaoX6Xa+8cYbPPDAA/zkJz857ed0NtxuNw888ID+5+HhYR599FEOHDhAfX0973rXuwD0f6dSZcPkYoNlMzg4yLFjx3j7299+2i/5wYMHeeCBB9izZw933333GW+Y2WyWw4cPU15eTmNj47pcqD+09wCheJacpCApKqIgYDQIVLss/OH2avpCSX5zdIZ6bxk1His1HptucFHjsfLVD3Wc5RVWFs2aOBKJkMlk8Pl8+P1+EokE4+PjtLe343a71/SYLiY0212LxbLkrKelGlWsJJp5hWFsP+JEFyQjxUIKELKzqBaXbngBKljLURUFDCYw21HLGxbYuAvxcb3Iyn/g8RU5xkgkwtGjR8+rYF0u6XRaL6pMJhOBQIDKysoLUiYmSRL9/f1IknRKwaoZYQDs697H8eRxDoQPEM/HsRgsZKQMFZYK4oU4ZtFMlb2KFk8LUCzO1srKXXNk1Obc1jIXaT5abtbF2s2an3el5WcZqqrIHTqEEo+j5nIIRiNqoYAhEEANBsnZbGRdTizbt1N5001Lms/VrM7j8Tjt7e0lK5FbCoqiUCgU9MX7/Gt+LpdjYGAAg8FAc3PzKdePzs5Orr766pJd9P/xH/8xf/qnf7qsIkuSJFpaWvjlL39JTU0NO3fu5Lvf/S5bt27VHzM2Nsa73vUu/vmf/3nBPNa5kk6nmZ6epqenh//6X/8rqVSKO++8k6amJnbu3Inf7y+17tVGDtYG60MymeRP/uRPyGQyPP7442dc8CuKwvDwMLFYbNV2+hdDcxP88eEQx2M5BKF4xhRkFUEAURAoLzMxl5UwigKSoiIpClUuK7ddEeT1Y3F8DvOaSAMLhYIu/8vlcvh8Pt1Faz7pdJru7m58Pt9pLfQ3ODvzs55OV7CuR1G1GMbfP4nhyE8RI4dR/JchxMdByoJoQMinUA0mBEUqWrefuLqrzqrifBaglDeCrRyl+q1F9vkGEs9HK1jNZjMtLS2r2jXSQssjkQhGo1F3NrsQi6rF0FzdGhsbF80h1EKKuyJdxPIxZrOzJAvJYk6WaAK1KPExGUy8vfrtumHGmZhfwC0HzZFRMw8JBoOr7sh4Ni4lp8G5p5/G3NpK8vkfkuvuRpqYAKMBVVFRTsjijC0t+D65B0EQluQuOJ94PE5fXx+BQIC6uroLNowe3gooVlVV725pRCIRRkZG2Lx5M36/X7+3HjhwYNkdorVg9+7dPPPMM8s2iPjxj3/Mn/3ZnyHLMvfffz9f/OIX2bt3LwAPPfQQDzzwAP/6r//K5s2bgWKcT+cJd8uloLkZfuMb3+Bzn/scb3vb2/ja177G1VdfXerrl40Ca4P1Q1VVvvOd7/D1r3+dJ554gh1nuXDPzMzQ39+/Lrvd7/hvr2AzGZiIZwH0gsphKUoHrUaRP7qujn/+3ThtQYfeydLkgfPt21eKQqFANBolHA6Tz+eprKzE7/ef1QpbURR9Z3EtC9aLkVQqRU9Pj16wFgqFkiiqFsP8o88ghA8XJYOzw0X7diXPW/cBFRBQbV4wWEAQUPxbUQOXFee4rG4wWhYUWifLBM/VZVBDVVUmJycZGxtb8XDibDar/5uUul30SqAFZkNRrjW/eOyKdPHCyAsMzw0Tz8eJpCKIgqjnZgFYRAuCIFBhreAq31U8uuvRMxZR+7r3sWfrnnM6xsXm3CorK0tul/9i72ZpqKrK7H/8B7MHDyL/Zj+maBSD1YogiqipFAavF/t73wuA6HRgbm1d0AU7W9GlbZLOzMzQ3t5+Qcc1zA8o1ma1NAqFAoODgxQKBVpbWzGbzfz+978v6QLrhhtu4LXXXivZwlfrSn3uc5/je9/7HpIkkUwmcbvduN1u3fH4y1/+Mi0tLet9uPPZKLA2WH/6+/u577772L17N5/61KfOeJPN5/N0d3djs9lWTY+voXWwAJ47NIlRFAgncgD4HWYm4jmMBoGCrCJC0c5dVti52UNOUhbIA7/x0vCKzGIVCgUikQjhcJhCoYDf78fv9y9LfqEVrE1NTfj9/vM+tkuVbDZLT08P8XhcdyYrlaJqPuLYfkyvfI3CDZ/F+OazGIZ/BYCqgpCZBqO16DCoqqDKYLKBqqIabQskg1DsYC1WSGnPv1y0/DGXy0VTU9Oyz+9sNqufJ5dCUbUY4XCYoaGh025I7evex7bKbRyMHmR4bpjfTv6WnJxDFEUqbZWkC2kEBFrKW/BavaftZs0vsM5UiGUyGUKhkC7JDAaDVFZWlvScG1zc3axUKqX/m2jRA+af/ZzU976HPDWFYLGg5vMgywgWS3E2y26n7KabsO7YjnXHDmJ7v4XnoQeX9HqJRILe3l68Xi8NDQ0lu6hfClo3CxbmZkHx3jo4OEgwGGRqaopt27at12GeEUVRePvb387rr79e0psHJ0v/crkc4+PjjIyMMDQ0RFdXF5/97Gdpbm4uJZngRoG1QWmQy+X4q7/6K/r6+ti7d+8ZF/yqqjI+Pk4oFFr1fCKtyHq28zgNvjJGp9PMpAsYBAGTQSg6DEoKKlBmEpFkFa/DTE5SaA868DnM1HhsehDxcsjn80QiESKRCJIk6SGaZWVl5/3+CoUCPT09mEwmWltbS24HuVRZTP5ns9kYGhoqWXc8KMoFpZ2fBIrFkDanJeTiZP/ol1j+ZTdCegoEEWHuGCgyqiOIanEhzgyiereg2v3k/r9nFn3+8y2woHh+j46OEolEzimcOJfL6f8mgF5UlfKA+WqTy+Xo7e1dVH6pFUaPHXiMgdkBQukQCCApErIiI6kS9c56DKIBVGgpb+HRXY8Cb0kNT2YiNbGg46V1D8Ph8AUvybxYulnzZbKnK3Q1Awxpago5FCrOZZnNqFpBUVmJqW4T7j/6I7KdXUsusOCt4N5IJEJ7e3upWWufE/O7WbCw0JJlmb6+PmZnZ9m2bduK3K9XmpmZGe6++25+/etfr/ehnBXtM76AivJFLxAbOVgbrDlGo5Gbb74ZdstGXgAAIABJREFUt9vNnj172LJlC/X19Ys+VhAE3G43TqeT7u5uRFFcFVe8+R2soak0R6NpCkpx/kpSVGRVBVRMBhFRALfNRF5S2P+Xb+f+6+r47dAMx2NFSWHR+CKmP1+N58y7oPl8nsnJSY4cOcLk5CQ2m436+nrq6+tXNEPIYDAQCATI5/P09fXhdrsv6QXpmThbTpXdbicYDHLs2DFCoRAVFRUlV7AqNQu7C2J8HEHOgdmOODuCMHccYuOImeliN8tkQ8jNIaSiIBqQr/gEwuTrGCYOop7IytI6Y2KkmMtkGNuP4UThprrP3f5Xyx9zu9309PRQKBROO1Sfy+X08yQSiWC322lsbKSuru6Cy+BZDbSiRpZlenp6sNvtCzow1fZqnCYnb6t6G39Q9wdMpCYAsBlt5OU88UKcZCGJ0+ykoBSYTE8Cb9nAb/dv52D0IHu27mG7fztHYke4zH0Zz3Y/izlsJhqN4nQ6aWpqora2FpfLVXLnxFK5kHOzcrkcExMTDAwMMDU1hcvlYsuWLdTU1OB0Ok9ZtBqrqzEGAogWK5bLL6cwPg65HOTzCBYLytwc0tg4qV/8AmNlJfn+AbKdXfrPnik7SxAEysvLKS8vp6+vj3Q6jcfjuZAWzjqCIOj27aqqIsuynpuluRBKksTExASSJK1rtudiaJb6H/nIR9b7UM6K9rmejNYQKqXP9QSL5mBtdLA2WFeOHTvGPffcw86dO/nrv/7rM97EJEmir68PVVVpb29f8QXVgZFZnjs0ySuDM6iAxSgyOZfDbBCQZJUys4FkXkYA3fji3a1emiodHI9lFhRSu+o9Z5zDyuVyeqdK64ponZG1IJVK0d3drQ8jl+AFa81ZrlGFJs9qbW2loqJijY723NE6WJrcz/K9O4vzWckwmKyQjb31YLMLjOaigjBwGYVrP63/rNa5WokO1nwUReHo0aPMzc3R0dGBzWbTO7rhcBhFUfSuSKlJMksNTcpaVlZGc3PzooWO1s1KSSmmslMoioJ64n+BsgDllnKur7qe2dwsmxybuLPlTh478BgBa4BUKsXo7CgVxgpGlVEevPxBrq25dh3e6epzIXSztHnQ+edJIBA4pw20bGcn+f5+ks//EMHhQI5GkcNhAMQTxj6mujrKbrpxQdbWUmWDmhplYmJixWcv1xpFUZBlGVmWgeLmpSblr62tZWRkhNnZWVpaWnA6net8tEV+8pOf0NnZyd///d+v96FcjGxIBDcoTSRJ4j/9p//Er371K5588knq6urO+PjJyUlGR0fp6OhYFcnBF37QQ18oidNqZHgqTYOvjPBcjjKzARWYyxQoMxsoyCoVdhNBl4X+cIr3XxZYYNl+sqOgNisSiURQVZWQ4uIPrty8botFRVEYHBwkmUyydevWS7KbtVLuf9qC1uFwsGXLlpLfodU6UTrZOOJULwgimB0gZVCtFcW8LGc1ZOOogcvIf+DxVSuwNKLRKL29vRiNxgVSs4tpHmYtmO9+udiCdn4G1hd/+0VkVUZRi0VWXsljNVi5v/1+fj3xa+byc7yz4p24825kWcbj8fCt0W9xW+NtC55zrWze15pSnM3SIjpCoZA+oxsIBM772LRCa+7/PIs8NXViTvPEUtBgQKyooOyG6/F+/vPA0gssjXQ6TW9vr36tvFC7nPCWpbuqqhw7dkyfbYOiY2Z/fz/l5eXU19ev+z3hf/yP/4HRaOTTn/70uh7HRcqGRHCD0kQURW688UYaGhq4//77qayspLW19bQ7hU6nk/Lycnp7e5EkaUk5HeeC1o2q8dgYnkrzrtZKsgWZwWiKWLpAKi9jMghEk3lCiRzJrEQ0mUdSVCxGkaDLwvFYluOxLDfUO3W5RjQaxW6361Kznw8muG7L2jokzkcQBLxeL2azmcOHD2O1Wi/o/JKlcjb533I6o0ajkWAwSDqdpr+/H4/HU7ImC+LYfoxvPos4Nw5GazHzKhdHUAogGlEdVQjZOAggZGaQOz6COL4fMTaMYeQ/QJERI93FnKwT0sHzpVAoEAqFGBwcZGZmRg/RFUWRxsbGjY7VMhAEAZfLhdfrZWBggFQqtUCeVW2v1v9/dO4o1wavJS2l8dl8KErRyj2RSTCbnGU2O0usEOPPr/1zDuYOcsfld/DC6Av857f95wWywWr74lKxCx1RFPH5fFgsFnp6eoDifWitu1myLBONRjl69ChjY2NYLBY2b95MQ0PDiskYjdXVWK64AmVuDlP9ZpR0BhQF0eUqOg1mMkgTE6jJJMnnf4jodBZnuMaP6T9/JkwmE1VVVWSzWfr6+igrKyuJgnU5aP/+09PTTExM4PP5sFqtCIKA2WymqqqKZDLJkSNHsNvt63od++EPf8jll19OW1vbuh3DRcyGRHCD5XH//ffzwgsv4Pf7OXz48Kq+1tTUFPfffz9VVVV85StfOeOFV1EUfVdx69atK7ag/cZLw+yq9+i/f3ebj+cOhcjkZcrMBqLJPHlJwWMzMpuRqCgzEUnkeG9HJS/2T/PxHUFSqRSdY3NUlonsvtzPH1xZf0qHaKXcBleC+Y6Np5MUXcisZU5VMpmku7ubqqoqNm3aVJKSIg3zjz6DeOSnCMbiuVN0GZwt7scZrcW8LMEAohEsDlSDFSGfIPfhpwAQw4d1Iw04N+v2+dEDhUJhUUMXLetpw/3y/NDkWZOTk4uaDXRFuhiIDfCdvu+QzqcpqAUkJP3vhRMbtDaDjXJrOVf6rmQgNsCNNTfy0rGX+POr//yi7Fwtxlp3sxRFYXp6mnA4TCKRwOfzEQwGV2UWeT6aJXts77fIvfEG+aEhRKsVNZ9HSSQwt7djqKxEMBiQJibwPPQg1h07yJ7IPVpKhlY2m6W3txeLxbJocG+poqoqs7OzhEIh4vE4FRUVevdwsYDiTCZDX1+fPje6HvOiDz74IH/xF3/B9u2Xxnm6xmxIBDdYHr/+9a9xOBzcc889q15gQfGG8o//+I/8y7/8C3v37qW9vf2Mj9cWYSs1A/OFH/ToboCaVBCKsr8DIzEkWSGRkynICvK8M0QEFKDBJSIYjPxBh5+u8QS76sv1maz5ZhrzOdvM1lqgyRwmJibYunXrBZ1fAusb/jtfftnR0VGyHRjTK19DiI/r0j9xbD8YLUWL9lQEMT4KigKiASxOVEcQIRUh86k3i1lb8XFyH/9/C57vTLJBTdakhWRrRdWZOqf5fF6XDLa2tl7yZhbng5blVlFRoVtnK4qiB5cfmj5EzBTjjcwbjCXHEEWR2dwsKipGwYisypQZy7AZbciKzLs2vYuMlFngOHipFFqrOZu12AI+GAyui3HC3NNPk/nNfrKvv14cPs7lQBRBURDMZgSXE1NNLdYdO/A89CBTf/MoxurqJcsGtVy80dHRdcm9XCqqqjI3N0coFGJmZga3200wGKS8vFz/N1lsNkvrGGvv89ixYzQ1NeH1etf0+G+99Va+//3vl+zne4GzUWBtsHxGRka49dZb16TA0jh48CAPPPAAn/zkJ7nrrrvOqGHOZrN0d3fjdrtpbGw8Z73z6QofzXJd6zbd/MRv9b9TFIVQIq8XWRYDiKKAz25hNl3A5zBxZa2br36ogwMjs/SGEtx77VvzZdpzrkYw8fmgdWCqq6upra0t6Q7MyaxnUbUY09PTDAwM0NjYqGvzS4n5xhfmH30GcehXYLaDUlwgCIlJQD7xYGOxm6WqqN4tCHPHUK3l5G/5OkrddYgnHAVPLrAkSdIX8NlsdklF1cnMDydubW2lvLx0zpcLDUVRGBkZIRQKYbPZyGazeL1egsGgLnvb171PL5Z+F/od44lxbEYbOTlHQSlgEk2YRTN5JV/MzWq4lRZPCy+MvKAXW5cCK9nNUlWVeDxOKBRidnYWj8dDIBBYsIBfT7KdnWQ7u0i/+CJyPF7MzCoUULNZRKcTVRAwNzQgRcI43v8BPA89uKRgYo1cLkdfXx8Gg4HW1taS6WYlk0lCoRBTU1O6e6zX6z3jGmP+bNbJAcW5XI6BgQEMBsOade1UVeWGG27g0KFD6z4LdpGyUWBtsHzWo8CC4sXt4YcfJpfL8fjjj5/R1EJVVYaHh5menuayyy5b9s1uvnRPkwsWfy3n5z1h6lwi4XiGvpliB8sogqRAldtCJJHj8moXx2IZZtMFmnx23t1WyYGRWRJZiece2nXK65SSVFBDWzhkMpkVlV+uBqVWVJ1MoVCgt7dXXziUagdGHNuvS/4s37sTIXwYIRtDtQcQkhO8dTsQwVRWlA8aT8heDWZUqwd56x8CoKgKM64ORthEJpPRi6rz7Ypq4cROp/OCMBMpJRRFYXZ2lnA4TDwex+FwkEgkqKqqor6+fsEiXpMMJgtJBmIDvBZ9jbyUx2q0kigkEBBQURERCdgD+G1+wukwZaYynn7v0+v4LteH5XazVFVdsIB3Op0Eg0EqKipK8rs99TePku/vR56awlhfT2FwsLjhkk6DyYRgtYIkYayuRnQ6URIJKj732SUXWfCWK+t6bkppQdmRSASLxaLnh52rdF6SJCSpKLU9OaA4EokwMjLC5s2b8fv9q1pEayHDb7zxxqq9xiXOhsnFBssnFovx3e9+l4cffnhNX9dsNvOhD32IdDrNpz71Ka666iqqz5K5YbfbOXz4MGazeVkLugMjsQUdpa2VZixSilbzLL8YyfG12xpo2xzkF/3TABhFEY/NSIvfzuhMlkROwmwQSeZksgWFG7ZUUOmwMJXM8+Grqha8lpaZVUodLHhrqNtoNNLd3U1ZWVlJhSfOzw5bKaOK1cJgMOD3+5EkSXfPKpXibz6qe5OenSXOjkCZF0GVITeHYC47UV+poCqorlq09YASuAKlehuys5qUbORN360MKdXgqWPTpk00NjZSUVGxIkW6NiCfSqUYGBjYyHI7C6qqEovFGBkZ4ejRo8iyTFVVFVu2bCEQCFBTU8Ps7CxHjx5dYMxSba/mcu/lANzbfi8m0cRMboapzBSiICKpkm7pPleYYzo7TUbKUOuoZTI9qQcTX6ymFydzrrlZqVSK8fFx3XzE5/PR3NxMMBikrKysJDpWiyE6ndiuvw5T3SaMvkosl1+OqbkZeWICZBljMIhgsxUft3MngsWywNJ9KTgcDgKBAOPj44RCoTW7nmvmR/Pzw5qbm6mpqcHhcCyr4BVFEVEU9dws7b8B2O12/H4/x48fZ3JyclXf5/T0ND/72c+47777VuX5N9gwudjgPFivDtZ8+vv7ue+++/jgBz/Ipz71qTNe8AqFAj09PZjNZlpaWs5p5+nAyCwdPhPhcJipqSmOJkTGshbKysr43sEQPoeZqWSeZE5CFARykoLNJGI1isSzEop66oljNgg4LUbMRhGX1ci2OjflZacuOEthFutkcrkc3d3d625BfnImUql1qpZCJpOhu7ub8vJyfQamFNGkgwCmXzyCkIoUCyopC/kUxQ07BQDVYEVVVRTBiGQPIrfcgqHpRn2ReLIRxkqRTCbp6emhsrLylA7MpYwmNQuHw/qsiCY1O933LR6P09fXd1ZjlodefIgqexX7J/aTVbLk5Bwqqt7RshqsVFgruMp3FbfW33rJzGPN53TdrJO7IoFAgMrKypLaDDoXYnu/hXXHdrKdXQgOO6kf/RjR6aQwNIRgs2HesgVzayvSRDHQ2tzagusTn2Du6aeXXHRp89X19fW6s+hKIkkSkUiEUCiELMvLyg9bKrIs67JBo9G44FycmZlhcHCQmpoaqqurV/x9Hjp0iCeffJLvfOc7K/q8G+hsSAQ3WD6lUGBBcbH/l3/5lwwMDLB3794zDmyei2mDJtWIRCJEo1FsNht+v/+UG+B7n/gt2+vcug07QCSRo9ptZS5bIJ6VF31+u1mk1mPjC+9r1gsobfaqFCWCJ6OqKmNjY4TDYbZu3bpmdu4XQ1F1MqqqMjIywtTUFB0dHSVtjS+O7cf0u39ESEWQm2/B8OazUMggWSsQkpOIchbF5ETa/A6swz9Dqb0GxVNP4b1f1Q00TjbCWEkURWFoaIhYLEZHR0dJdVnXElVVSSQShEIhpqencTqdBAKBs86KzEeWZY4ePUoikdCDnk/mmYFnSBaSvDn9Jjkpx5vTbyIIAopatHWXVRmnycm97fdyZ8udK/02Lxg0iXUymaS8vJyZmRkMBoOe6VYq80Xng+YWmHz+hxirq5EmJiiMjSGHw4heL6LViqGiAoxGTHV1SBMT+L78GKEH9uiOg0uhUChw5MgRcrkc7e3t533tl2WZqakpQqEQmUwGv9+vdw5XG0VRkCQJRSluTs2XDUqSxPDwMMlkktbW1hU9nhdeeIE33niDr371qyv2nBssYEMiuMHyuPPOO3nkkUcYHx/nySefxO12s23btnU5FqPRyPve9z6cTid79uyhubmZ+vr6RR8rCAJutxu3271odolWVI2Pjy+4GW7ZsoXq6mqcTieiKHJgZJbnDoU4MBIjninQHnRS47ExEcvic5jZsdnD/753G0ejKZwWI3azAUlWyMkqNpNIrcdKJl+8oCayEu9pKxaFzx0Ksau+nOcOTfKeE3NaNZ7SzAMRBAGPx4PL5dKL7NXKgbmQ5H/LQZOyOhwOuru7gfXJ1FkKqnsT8tY/RC1kUQZ+Rr5QIG30YM7NIlociFIGgyhgiA0hCCJqmRdx8hBK4DKMvT9AyMwAIF/+sVU5PkEQqKiooKysrOQ/y5Xm5OvXyVIzu91+Tp+DKIp4vV5sNttpP0tNNniV7yqcZidjyTFMggm3xU2qkMIkmrCb7dzedDvV9mq6Il0LZIIn//liRJsJnZ2dpVAoEIvFqK6upq2tDZfLddFEYBirq/VZK2liknx/P7ZduxCcTpTpadRCAWSZwtGjGHw+CqOjOD+4m+TzPwSEJRdYBoOByspKzGYz3d3dCIJwzue4ZnU/NDTE8PAwBoOBTZs20dTURHl5+ZoVvIIgYDAYipsSioKiKAiCoGf+eb1eysrK6OvrQ5blFbuWvfjii3i9Xnbt2nX2B2+wHDYkghtcXIyPj3PPPfdwzTXX8IUvfOGMF0lZlunv70eSJGpra5menmZ6elpPXvf5fEu68X3hBz189UMd+u8Bfa7qKz89QnvQQV8oSSSRI5ErDrdaTQZEQaCu3EpTpV1//IGRGJ+6sYE9/3KIfXddtaROVik4DmqfZaFQoKOjY0VuThdjp2opyLLMwMAAuVyOjo6OkjITURSFmZkZwuEwc3NzXDXyLWxWG5bIawj5VFEymImfUAsWQDCcsHGPotrKEVJREEQw2cBoQbX7kS772KrIBeGtzzKbzdLR0XHRzmalUilCoZDeaQ8Gg0u+fi2V+SY3Z+oadEW6eGHkBcLpMD2zPVgNVgpygU2OTVxffT1vTr/JE+94Qn/8YwceuyhdBjWpmZbppnVFrFbrmudmrRexvd9CmpjAWF1N+sUXUWW5KA/M54u27rIMRiOi0wmAwevFsfu2c5rRkiSJwcHBJX2W2vxhKBQiFotRXl5OMBjE7XaXxAbMmSzdNafP2dlZWltbz9sc6NFHH+Wmm27itttuO+/j3mBRNjpYG1xcuN1u7rrrLn7zm9/w1a9+lXe+85243e5THqfJZzKZDFNTU0xOTlJeXk5HRwdVVVXnNMDaF0rqBY7rRD7W8FSG5w5NMpXMU+OxMpXMk8pLtPgdTM7lKcgqJlFgOlXg6FSaHx8O88rRGfKSwm+HZjg8kQBU8pJ61uJJ63qtJ6IoUllZiSiKdHd3Y7fbl7VouNg7VUtB+ywNBoMe9LyeMjetqNJMEVRVpbq6mi1btmDLRjFY7AixUQRVRrVVIOTnQM6f+GkVoZAGVUKQsoACJhuq0Yp89b0o1dtRApehujetyrFrn6XJZKK7uxuLxVLS8stzIZ1Oc+zYMQYGBvTFYnNzM9XV1csewD8TmsmN1jUwGo2LBttW26uZTE3y5tSbGAUjdpOd2dwsSSlJLBcjWUjykS0f0R//fwb+D7c23Lqix7peyLJMNBrl6NGjjI2NYbFY2Lx5Mw0NDQuuX9pnabFYFlVSXCzk+/vJvfkmxupqBIsFaXQUg8+HWiggGAzFIgtQZRlzRweC0YjB5wOK3bCloH2WVquV7u5uFEVZkA2m3etHR0c5cuQI+XyeQCCg52tZrdaS+dy1bpaWRSfLst7N0lQOLpeL/v5+stnseRWGTz/9NB/4wAcIBoMr/C42OMFGB2uDi5cXX3yRz3zmM3zxi1/k1ltvRVVVXnzxRX72s5/xwQ9+EJfLhd/vx+v1ks/nOXz4MD6f75yH40/uIGn5Wb/oizI2k6G8zEROUphJF3CYDaTyMjaTSE5S8NhMFGSFKrcVn8PMm8fnCLqthOJZ7BYjRlHAbTPyjmbfac0uSm1eS8sfc7lcNDU1nXWhd6l2qpZCLpejp6cHm81Gc3PzmkmJTg41LS8vJxAI4PF4Fj03xLH9eqCw+UefKT6HqxYh2gOKjCClwGAt5mYV0iAaka74eNGVMD6OdPnHUOquW9X3lM/n6evrQxTFksrUORey2axuimA0GtdtfqdQKDAwMIAkSbS3ty/aZX1m4BkGYgN0hbuYzc1iNpjJyTlMBhO19lpSUoorfVcymZrUjS+2VRZl5heSEYYmNQuFQiSTSSorKwkGg0vuMFzs3Swt9yq291sAeB56kNADe7Bcfjnpl15CzeUAEKxWzG1tVH7lP+uzXOdi5Q7Fz3JoaIh4PE59fT3xeJxoNEpZWZmeVXWhyDHPFlA8Pj5OOBympaVl0U3ks3HLLbfw/PPPU1FRsaLHvYHOhsnFBhc34XCY22+/HVVVCYfDtLe3c/vtt/PRj370lAutoij6QPfWrVuXJScqzmZN6mYXfaEk1R4rs6k8U6kC2+vcJ7pTkJUULEaBnKQiAhajQEZS8ZaZSOQkrqhx0RdKUuOx8txDuxYUcqcLQS4Vx8H5pg1bt249pQOzUVQtnfnGLO3t7WfMfTvf15kvnznXUFPL9+5Eqd6O4chPUPyXFQOKAUGVIJ8ERFAkMNtRTWWo5Y2o7k0I8XFU9ybyH3h8wfOJY/tXpeianJxkZGSE1tbWC2JxkcvlCIfDhMNhRFHUi6pSkI5qjm5NTU34/f5FH7Ovex8/Hv0x5eZyYvkYsiKTV/JkpAxX+K5gOjPNjbU3AuAwOUgWkuzZumcN38W5o6qqLpWNx+NUVFQQDAYXdE7OleXmZl0oaA6D1h07CD/8Jxh8PnJ9fZDLFUOKMxlElwvL1q3IiQSmmhp8X17YBDhbSHE2myUcDnP8+HFyuRxer5e2traSOFeWixZQrCgKBoNhwbolk8nQ19eH3W6nsbFxyQqPjZDhNWGjwNrg4kOWZfbv38///b//l5deeokdO3ZgsVjo6upi7969tLW1nfHnp6enGRgYoLm5Gd8JucJy+MZLwzx9YBxZAUlRkRUVgyiQlRTsJpFUQcEAGA0COfmt06rMJJIuKLT67YzNZPCUmfjqh9r1+azFXqeUOljzicfj9Pb2UldXh9frJRqNbhRVyySVStHd3Y3f72fz5s0rsgDTiiptAH8p9t2nQyuIxLH9GMb2I050QWYWMdpbnMeaZ+Ou33vKvMVfpRxy8y0LOlnmH33mlKJrpchms/T09GC329myZUvJ7WqfvAGxmlbR58vZOoPPDDzDCyMv4DQ5udJ3Jc8dfQ6b0UZOybHDv4M3om/w/G3P0xXp0rOy9mzdQ1ekq6Q6WZrVfSgUYnZ2Fo/HQzAYPG1XdzlczN2s+cXR3NNPoySS5N54g8LICIZAADkUQo7HMXg8GKuqMAQCejdL+7nY3m/heejBBc+rnSuhUAhTfz/ed74Tv9+P0WhkeHiY6elp2tvbcZ6Y87oQOVs3a3JykmPHjtHU1ITX613S873jHe/g9ddfX9XjvsTZKLA2uHiIRqM89thj/PrXv+aaa67hox/9KDfddJN+w+/q6uKBBx7goYce4q677jrjTXElcp6+8dIwx2MZajw2dtV7+Ivvd3PDlgr+vSfKzR2V/HtPFEVRKSjqaU8qATAZBMwGkYKs8GfvbuTea+tOeZ1SLbDy+TyhUIjh4WFUVaWuro7q6uqNomqZaBbk8Xj8tLbZZ+PkTCSXy0UgEKCiomLFdjN1meCJ2SrDm8+CqqIiI+ZToEioioKgqmCygCCiVHagujchnXAXNL3ytVWzcoe3ZDaTk5Or2hlcKoVCQS+qZFm+4DYgwuEwQ0NDi25MdUW6GIgN8L0j32M6O43dZCcv58nJOWRkdvp3kj8xt7fdv52J1ASTqUn2bN3Ddv/2dSu2Tra6d7lcBIPBZW1AnAsXezdrPhMfu4Oym24i9atfIYfDqNksgtkMioKhshLMZpwf3I3rE59g6m8exfflx0i9+ipzdXWEQqEFBiLZ//3tUwqwRCJBb28vXq+3pHMGl8J8S3dRFBdsDOVyOQYGBjAYDDQ3N59RNhwOh3nwwQf55S9/uRaHfamyUWBtcPGQTqfZv38/N95442lb5YlEgocffphCocA//MM/nHFRpaoqo6OjRKPRRWVuZ0KTCgK6zfo//26ceq+Noak0bpuJSCKHqr61py9S/L1IMSPLZCxau5sMIh/bUcNzhyZ1t8H5UsBScBGcz+nkf7FYjOHhYdra2igvL53jvRCZnZ2lv7+fzZs3U1VVddbHq6rK3Nwc4XB42ZlI58J8eZ+efRU+DFY3QioCcgFhbrzoKGhxoZrsKHXXIaQiqHY/YuQwqsWtP4dcd92qzWilUil6enrwer3U19ev6QJMkiSi0ai+UKysrCQQCFyw2V25XI7e3l49zP3k6/C+7n04TA5eGH6BidQEFdYKYvkYOTmH1WDlhqobOBI7AgJ4rV7dbXBf9741lQ0mk0nC4fCC+R2fz7em342LuZs1n6m/eRTH7tuI7f0WSiKB7frrSb/0EnI0WrR8t9uLQby1tWTGxsg0NiI3g9gsAAAgAElEQVR0d2O8/nrKt2+j/IYb9OdarMMFxcJkdHSUSCRSEpsp54skSUhS0ZF4fjcLIBKJMDIyQn19PZWVlYsW5wcPHuSpp57i29/+9pod8yXIhovgBhcPJpOJxsbGM94ELRYLH/7wh0mlUnz605/m6quvPu0CVct50rKJDAbDkmUGNR4b72mr5D1tlTx3aBKX1UQ8U6Cp0k5BVvE5zITnciCAIBR3LebvXORkVS+uAi4LX//Dy/jn343zT3dcwa768gXZWKWQk7UU9z+Hw4HP56O/v59MJrOi0ppLDZvNRiAQ0AedKyoqTpG5abvvY2NjulW5lokUCATOORPpXJjvCmgY24/ccgvY/ajeLSAaETLTCPkEiEZUQUQopFArmsHsQHVvwjC+H9Xm1We0VtNp0Gw2U1VVxezsLENDQ6uegSPLMpFIZFGnubXM31kNNOMNSZLo7e2lrKzslMLgvXXvZSY3Q17J0+huJCtnMQkmNjs38+b0m8RyMfJKHqfJSVe0iyOxI0ykJrix5sZVPfb5roxzc3NUVFTQ3NxMVVXVqp4rp+NScRoUnU6sO3ZgrK5Gnp6mMDhYzMuSJJRYDCmbpTA9TToWQ4jFKL/7bhxOB+ZIBEOmOOucfP6HZDu7AMh2dum/15wINQe+8vJy+vr6SKfTeDyeC7abJYriAqdB7b8B2O12/H4/x48fZ3JyclH33c7OTnK5HO9+97vX/NgvITZcBDe4dOnr6+O+++7j9ttv5+GHHz7jxbZQKNDb24vBYKCtre2cZjbmS/i+8dIwu+o9HBiJ8b/2j1FXYcNpNfLaeBy72YDLZiQ0l6fMJGK3GImn80gqNHjLmErmafAVd7ab/XYeeX/r+X0A58lyjSq0PI/p6Wkuu+yyi3Zndq3QJJitra2Ul5eTTCZ1SZPdbtc7Ves1ZzS/m2X8/ZMYup5CTE7qOVmoxZ1YDBZUmw/V7kNITwPFMOLFXAZXywBDmxmsqamhtrZ2RWdrNKe5dDqNz+c7J6e5CxFtzq2srOwUB8yuSBe/PPZLhuJDADS5m3jx2IvM5eewGW1U2as4ljiG0+xkm3/bgiDibZXbVkwuqJkiRCIRDAYDwWBQt/UvJS6Vbla2s5PE889TyBfIHTpEweHANDmJKAggSSDLCE4nxspK5OlpTPX1lN10I+bWVt2pcLEO1nw0afDExARtbW14PJ41energyzLFAqFYpfPaFywjpmenubo0aPU1NRQXV2tX8+++c1v4nK5eOihh9brsC8FNiSCG1zaZLNZPve5z3H06FG++c1vUllZedrHqqrKxMQE4+PjbN26dcndrPkSvvnF1p5/OUQ0mec9bZU823kcn8PMzAm3Qa/dRDwjYTGKOCwGrmko58X+KX73V+/Qn2c9HAMXK6r8fv+ybvixWIy+vr4ly9w2WBxVVZmenqa3txdFUfTh+5UOml1JxLH9mH/0GVSLC6Qc4twoCCKqaEKQiiGkqiOIWl48V1S7f4HhhWYJvxrMD9Q9n3Bizb47HA6TSCTw+XwEAoGLsgtxOlRV5fjx4xw7dmzRxWxXpNhpeGHkBfpm+jiePo5RMJKX8yiqgtPspLW8uJE0P5z4fJhvigDoBiIXgtPcxTyblUwmmZycZG7/fizbt1Pxs59jmp1FmphAzWQwuFxkDx1CEMXi/KbdjtHnQ0kkEJ1OKj73WbKdXWctsDTS6TS9vb36nHWpXiuXwvzZLFgoG5QkieHhYZLJJF6vl7q6Or70pS9x88038/73v389D/tiZ0MiuMGljdFo5JZbbsHhcPDJT36SlpYWNm/evOhjBUHA5XLh8Xjo6ek5JdDwdJws4avx2DgwMsvBsTh9oSQD4SSZgkwsIzGXkzEK0F7l5Hg8i6yo+J0Wrqhx89p4nKs3uanx2Nj3yihjMxne03b6gnClWEz+V19fr8v/lrvba7VaCQQCjI2NEY1GV9Rk4VIgmUwyPj7OwMAAmUyGuro67HY7c3Nz1NTUlLQ5ghAfx9j9PYTMNBjMCIoEUg5BKRRvS6oKZifi7FBRUjg9iJCb039WjI+v2kzW/EDdw4cPYzabl9xp0kKZh4eHGRoqdmdqamp0dy+LxXJRLYrPhnbNrKiooL+/n1QqtcD2Xwslfvn4yzS4G7g+eD0TqQmSUhJREOmo6GAuP0c4HWY8Oc71Vdcv6zgKhQLhcJgjR44wMTFBWVkZjY2N1NXV4Xa7L5jFtc1mo6qqilAoxPj4+Hldf0uB+bLMRCKB1+ul8dprCQaDmEwm1GQSS1sr+b4+pHAYZLkYTpzPgyShFgqY6uowNTRgbm3FWF19xoDibGen/vcmk4mqqiqy2Sx9fX2LylkvFLSAYkEQUBQFVVX1cGJRFPF6vSiKwu23304oFGJ0dJTdu3cTCATW+9AvZjYkghtsoDE+Ps7dd9/N2972Nj7/+c+f8cal7XJns1m2bt16Tje5+RlWx2MZ/mNwBiiuK1N5mYKsYDMZyEkyigqyCg6LAUVW6KguDucOT6UxG0V21Xv48FVVK97JWslO1VKYnJxkdHSU9vb2ZYUmXiqkUilCoRDRaFSfw/L5fAs09olEgp6eHqqrq1dU5rbSGH//JABCbg7x6C8QIz1gMBbDiPNJVJOjeOxGM0pFMxgtxSIsF0duvkV/ntU0wCgUCvT19QHQ1ta26HmuhTKHw2FisdhZQ5kvVVRVZWxsjFAodIrRgOYS+NiBx5hMTb6Vl3XCWdBpdlJmLOPByx5csqugLMt6LEQ2m9UlzBeqgcjJXKjdrPm5bmeTZWoW7dnOTpLP/5BcXx+CyYSaSiGNj4MgYKipweDzIU9OYt2xA8fu206blXU6CWE2m6W3txeLxXJWB75S50zdrEwmwyOPPMKPf/xjnn32Wa67bnXD3S9xNiSCG2wwH0mS+PKXv8zLL7/Mvn37qK2tPePjtWH15TrjfeOlYZ5/I0Q6L5OXihfETEHGZjKgqCrlNhOTiRxlJgOSovDH76gnJ6k8tX+MzRXFYufdbZUrIhdc66LqZNLpNN3d3fh8Purr6y+YBcNqk0qldEczi8VCIBCgsrLyjKGSsiwzODhIOp0+L5nbaiOO7cf0i0eK3ancHILRDOmp+Y8AFBCMYLSg1OxEtftR3ZtWTSK4GNqcW0tLC16v95RMpPPJD7vU0FwbKyoqTrHN3te9j22V2xiIDfDskWfJyTksBksx2Dc3Q1VZFR9u+jADsQEe3fUowIJiS5NlhkIhUqnURT/rJknSgvO8VLvWWgRBKBRadq6bVmTl+/uLwcSpFILF8v+zd+bhUdX3/n+dM1v2PZkJCVkJ2cAFEJeqVemtG6JWrQKt23Vrtdra9lZvn9tK71Vrf7Rqpa1Kb+1uARVb0et1qVoVJZfNSvaEhIQkM5ksM5PJ7Oec3x/DOQYIIUCWSTiv5+EJhJOZM5nlfN/fz+fzfiP7fBhSU7GceirJ114zZhDxWDNaiqJgt9tpb29n3rx5Y44LzAQkSdKE1sjZLEVROOOMM8jOzuaiiy7i+9//fsxeH2Y4usDS0RmNv//973zzm9/k+9//PsuXLx9zsR8IBNizZw/p6emUlJSMSxioVaya9kHy0j67KH7QMkBWkpmrTrPx6w86GA5JoCiEZAVZAVEAsygQkhUEQBQElhalcfu5haMKrKNZuE+3qDqUkTlP1dXVMbtgmGx8Pp8mqkwmkyaqjnVnVQ3NLi0tJScnZ5LO9sQQO7YiOvZg3LMBRQHR04kimiAuDcHdgWIwIwiAMR4lyYpUdqlmcjGZ1atDCQQC/POf/0SWZa092Gaz6a2tx4Fqm+10OqmqqtIE0EixtL52PYPBQd7vep+AFCDBmMBQeAizaCbeGM+Xy77MyvkreXbPs1yTew12ux2Px0NmZiY2m+2kmnVTq1lz5849yMxgOlEriHa7nWAwqGVVnci1JbB9+4GvO4h0dyMPDRHYuRMxMRHxQOeDmJZG2r/eCqBVv1RXwZHELVk8qhgLBoM0NDRgMBiYP3/+jJjNOxKjBRQrisIFF1zAjh07ePLJJ3n++ef5+c9/ztlnnz3NZzvr0AWWjs6RcDqd3HrrreTn5/Pwww+PudiXZZm2tjZcLtcxCQNVaKnGF1c9XUOlLYmrT8vluy/W4vZHiMgK8SaR4bCMUYiKqrCsYBQFTs1PIS8tTgszBlhalK4Jq9FCiGNNVI3GwMAAjY2NlJSUnDR94n6/X3M0MxqNE+ZoFgqFqK+vx2QyjZpNFCuYPlgLgNi9AyUxB8HVgdizM9oaGPZHWwcNJuSUucj5Swl/8dFJPydFUbRMpL6+PhISEjAajXg8Hr2ddQJQQ2BzcnIoLCw8SBiMbBvs9nbT4m4hyZzEUGgIURARFIGFSQsJBUPcM+8erFYrraFWlliPXMGYzcRCNWtkBdHr9ZKdnT0pFcSRoinc2YmpYC7ev/4tavXe10fi8sshIhG3JCrWVSE1HpdBFTU4ezZcg2RZ1pwGHQ4H9957L2+++SYAra2t3HXXXVx99dV8/etfP+ptvf7669x3331IksRtt93GAw88cND/K4rCfffdx2uvvUZCQgK//e1vWbRo0aQ8rhhnVIEVm1dfHR2ic1I33ngjdrsdURS54447uO+++yblvrKzs/nrX//Kk08+ySWXXMIzzzxDefno1uiiKFJaWsrAwAC7du0ad4tBVAy5tH9ffZqNSlsyS4vSuW5xHslxBp78e5u28DAYBIKR6B5HRFbYvd9NW5+PClsSS4vStHDjkbcJo4uqqqqqmBJVI8nIyGDJkiXU19fT399PeXn5jBlEPxZUm2iHw6FlCJ122mkTumtqNps55ZRT6O7uZvv27TErDKQDlSjB3Rn9RtCDEp+O4BuIXqqkIMhhxIFmhPAw0oHKV+SMO7TbmCj79kNn3Ww2G8XFxdprcKw2N53xk5yczJIlS9i7dy87duygqqpKm5FSK1nLi5bT5Gpi39A+wlKYJDGJgdAAESLsHtpNdUY170vv093cDaAJrPHMac0mjEYjFRUVDAwMsHv37imrZqkziHa7HbfbTUZGBgUFBeMygDoRIt3R51swGAj833YktxtDejpSfz+e3/8By6mnamYPY7UNHgm15bepqQm73U5FRcWMbaUTRRGTyYTX6+X555/XKloApaWlvPHGG7hcrjFuIYokSdx99928+eab5Ofnc8YZZ7BixQqqqqq0Y/7nf/6H5uZmmpub2bZtG1/72tfYtm3bpDyumYjuIqgTs/h8Ps455xwefvhhbrzxRm677TaWLVs2af3SgiBw9tlnc/rpp3PbbbdhsVhYuHDhES8cqvFAa2urdrEZz0VGdRoMReQDrYPRD7u2Ph8dA35kRUGSFQ7MrQLRdkFJgaxEM6nxJr52fjG//7iTT/Z76Bjws61tkBRDmNd3tvJuXRdGo5EzF5SdsPvfVGEwGMjJydEyyFJSUmbsBW4kgUCA7u5umpqa6OvrIzk5mdLSUvLz80lJSZkUITnSza2hoYFAIBBzJgxK6tzon7hUImfcgZJZhhDygiyBYECQQhywGERQZKSKFRh3/wFp4fXabRg/3aDd1rEy0tHM7XaTnp5OWVkZc+bMISkp6SARpYYTu91uWltbSUtLm9GtRNOJIAhkZGSQmJhIbW0tiqIctDhPUVJIHU5l2DtMUAnilb1ElAhZ8VmE5BDdvm5y4nOYkziHofCQFkj8avurJ5XAUlE3BFSnwfT09AmvWiuKgsfjYd++fTQ3NxOJRLDZbJSVlZGVlUVcXNykfrYY58wh4cILEZOT8b3zLoLZjOzxEOntBVmGQIBIby+h5ibkoSFM+fmae+BYLoOHol6DDAYDtbW1GI1GkpKSYupz82iEw2H+/ve/8+Mf/5if/vSn5ObmctNNN1FWVqYdIwjCuDZbt23bxj//+U/uvfdeDAYDLpeLxsZGzjvvPO2YtWvXcuWVV7Jw4ULy8/NZu3Yt11577bhjbWYRuougzszmyiuv5J577uFf/uVfJv2+PB4Pd999N5Ik8fjjj4/5gaGGGdrtdqqrq0lMTDzm+1Ozrjbv7uGteieBiIwoCBgECEqK9kbMjDcSlBTSE0y4/GEkWaYgWaDfJ2NLtfAvVVZuO6/0qPNYsczw8DC1tbWjthLNBEY6ZwmCgNVqJScnZ1oE48ig5+rq6ph2VTN9sBbFkoLh0w2I/c2AAsKBYe3EbIRIgOCVz2rHGz/dcJgBxlhVrYloy/R4PNTX18e8a+NMQJIkbXMqNTWVwcFBLc4hOzub3f272dK+hSZXE+6Am9K0UnY7d2MUjaRaUsmOy2aJdQndw9HqhmqEcbIy0bNZaoh5X18fiYmJ2Gw2MjMzp7WCq7b9Ob5+N+H2diSXC8FsRhkaAlFESExATEnFmJdHwrmfw3ygC2W0qpbqWjga4XCY5uZmgsEglZWVMT0fLMsyNTU1bNy4kQ8++IDzzjuP1atXc84555zQc/XCCy/w+uuv8+tf/xqAP/zhD2zbto1169ZpxyxfvpwHHniAc889F4Bly5bx2GOPseQ4qogzHL1FUGfm0t7ezq5duzjzzDOn5P5SUlL4/e9/z29/+1suueQS1q1bx+mnnz7qsYIgUFBQQFpaGp9++ikFBQXMOYadMxVVENW0u1D8Yeamx9PYO/zZ/QD9/ggAvlC07G8yQKdXwCAYCClG/tHq5pS50VmvmSqwEhMTWbJkCa2trezatYvq6uqYr2YFg0GtLRMgJyeHU045ZdrPWxRFSkpKyMzM5J///GdMDcYfykgTC2HnbxCGe1EEESESQBiygykO8+ZbEcIBlPg0lPQSBHcnpg/Waj9rOFRgffxLOuYsx+FwIIriCbdlpqSksGTJElpaWti1a1dMu7nFMmq7rMvl0mZFCgsLmTt3rvbaVCtSTa4m/tL0F5w+J+lx6XhCHiRZot5VjzvkxiAauCDvAtbUrGFO4hwWZS86KatZaqv1ibw21U0Ih8OhVW5HtstON+qcleWUU0i99RZcTz8DgCLLyB4PhgPh1qLZTKTXiTzk1doLDxVTge07jiiwTCYTVVVV9Pf3s3v37pizx1cUhfr6ejZu3Mjrr7/OwoULWb16NU899dSEdauMVnw59PGP55iTGV1g6cQ8Xq+Xa665hieeeOKgPJXJRhAEbrnlFs466yxuvvlmrr32Wr72ta8dcVdIXXw1NDQwMDBARUXFuNs1kuMMrHu3DYC8tDiCERkFMIpgS7YwMBzEF9VWiNHOKUQBijIT8YUkBn1h8tLiqDgw03XoXNZMQxRFysrK6O/vZ+fOnTFppXvorJvVamXBggUxueBOTU1lyZIlWqtiZWVlzLW5qcIocsYdyNYFGD/dgODuRJEjCL5+OJCTpChKNKy4vxm55CLE7ugAvKHhFYSwD7n1PQYGB2knn1M+2YyQd8WEil2DwUB5ebk2g1lcXIzNZpuQ257NhEIhbfEOYLPZNLEbiURobm5m9+7dB1UMFucsZnHOYjq9nex170UICaRb0ukc6sQoGHGH3CQYE+jydpGXlMft1bdP50Ocdo5nNkt9XtRZZ6vVyqJFi2KyrVwVRKrQEixmwm3tmoOgcuB1IwOh+noEkwk5EMD7t1eOazYrMzOT1NRUWlpa2Llz57TOMiuKQldXF5s2beLll1/GarWyatUqfvjDHx5X18zRyM/Pp7OzU/v3/v37D9s4Hs8xJzN6i6BOTBMOh1m+fDkXX3wx999//7SdRyAQ4Dvf+Q5tbW386le/Iisra8zj1TDdqqqqcYnCkYHEbzU46fMGMQoKwbCEWYSBIMgKGAQ44HuBUYi+QQUBTKJIUJJJjzeRYDYQbzZQaUvSHAdnajULoguAuro6LBYL8+fPn9bd1NEMRKxWa0yKqiOh5rmpOU+xitixVZuzEuyfIgx1IUR80bkLQQAEEA1gMBOxngb9zfjMWSiKgoUg4WX/SWLNzwmuemnSzjEcDtPY2Igsy1RWVsbkonQ6CYfDmn23JElHfb+oUQNFRUXYbLbDnAZ3OncC0DnUySf9n2grFLPBjEEwcGXJlcxPmw9wUlaxRjKW02AkEtGyqiKRiJZVNZM+xyDa5ud+7jmkvn5knw/Z40EJhSASAUWJ/jEYwGDAVFJC0mWXIg95D7udI9m4j8TlctHQ0MCcOXMOqrRONv39/bz88su8+OKLAFx//fVcd911R12DnCiRSIT58+fz9ttvk5eXxxlnnMGf//xnqqurtWNeffVV1q1bx2uvvca2bdu49957qampmdTzilF0m3admYWiKNx0001kZGTwxBNPTPfpoCgKmzdv5qGHHuInP/kJ559//pjHq7NEVquVgoKCo34gf9js5L36bv6nYYDz8k10+Aw09oU4LT+VersXSZbxBKTP3slC9F2dFm8iK8lMc+8waQkmzpuXQZcrwO9vXjSjZ7FGoigK+/fvp7u7m6qqqikdolWDMx0OB5FIRFskxqor43gIBoPU1dWRkJDAvHnzYqYFaCTG/3sW454N4OtH8A+CHDrsGEUwIokWvMklJAUdkGxDTMhA7N6BnLPgoGOlsksOciGcSFSbZ3Xw/2RmtEwkq9U67vm/cDhMU1MTkUjksErrjt4dbGnfAkDPcA/J5mQ+sn9EkikJAYHs+GziDfHMSZrDD5f+8KRzFxwNdTYrLy8Pk8mEw+HA7/drWVWxPJc5XtRWwbS77sT19DNEursJ7tlDpLsbwWQCQUCJREhYtgxLRTkpq1fT94MfkrTiimOqbEmSpGU3VlZWTkrlCKJrh9dee42NGzfidDr50pe+xA033DDlM8mvvfYa3/zmN5EkiVtvvZXvf//7PP300wDcddddKIrCPffcw+uvv05CQgLPPffcyTh/BbrA0plpqAObCxcu1NryHnnkES677LJpPa+Ojg6++tWv8rnPfY4HHnhgzDZAWZZpbm7G5/NRXV19WFvWaBWRNe/1EZGFgzKu/rK9i9vPLeBX77UzHJTggKsgRNsIJflANQtITzCRaDbwv/eePWo21kzG6/VSW1tLbm7upO4iqjvvDoeDcDhMdnb2MS0SZwKqOUtPT8+Ui9ZjxfLnLxE+9zuY/3on+AeB6Azi6M++AAYzSkYpgmc/waufm5KAYlW0xsfHU1ZWFpOidbKQZZm+vj7sdjs+n097v5xIJpLT6aSlpeWw4OwdvdGW0C3tW+gZ7kFSJDLjMqlx1JCbmMvcpLmYRBP/edZ/sqZmDcuLlp+0IkuWZQYGBuju7mZgYEBrIczMzJxVszJqVlbaXXfS94MfasHEkseD7HIhGI0okoR53jwMNhs5P3kM+223E7dkybizskbidrtpaGjQjJgmwvhDdQDcuHEjtbW1XH755axevZrq6upZ9VzNUnSBpaMzUUQiEdasWcP777/Ps88+S35+/pjHq4uF8vJykpKSxgz/VdsFlxal8ejrzSyryOatBicAe/uGicjRd7NAtNd8NCwGgZxkCwlmAw9eUjYrqlgqkiRprS+jidbjJRKJaDvvoVBIe14ma5cyVvB6vdTV1Y270jrVSJKE8Y9X8snpj1C+9X7iCGA0mhBTbAj9LQhBN5HTb8G4/WkUBAQ5jJxdhTzvYow1vyR47R8BpkRkqXMS+/fvj9kMsolClmUtE8nj8ZCZmYnNZiM5OXnCXkOhUIiGhgZEUaS8vPywFsw1NWvY3bebeDGeTm8niqCAAgoKGXEZhOUwZ9vOPqlElqIouN1uenp6cLlcpKenY7PZNKfGiXQajCVUV8DA9u3a9wYefwLJ4UD2+zFkZiIPDoIgYCwtwZSXjyk//7gEFkRf/21tbfT391NZWXlcG1SqA+CGDRv48MMPOf/881m1atUJOwDqTDmjvpH0HCwdneNAFEUuuugi5s6dy7/+67+Sm5tLWVnZES9YJpMJRVFobGyku7ub5ORkiouLR82pUnOylhal0+cNcc8Fxby0q5tEixFfSCYYjsoq8cBdCUCKxUBQUrAlmwlGZDKTzCRZjCyryKamfZAGu/eg257JiKJIVlYWJpOJPXv2EB8ff9yVpUgkgsPhoLW1lc7OTsxmM4WFhRQXF5Oenh5zRhCTgeoW1tfXR3t7OxkZGROepXOsqBWRtrY22traSBQjZJ56CclmGUN8KoaB5qjxRSSAEPYh2neBICKY4iASBEVGzq5E9OwnvGzNCWVmHQuHZpD5/f6YyyA7ERRFweVy0d7eTmtrK7IsM2fOHObNm0dWVhYWi2VCH6vBYMBqtSLLslYdHPleTzYlk2RK4pFzHqHT28lS61IkRcIT8hBniCPFlEJQCvKPrn9QlFLEnMTZOYCvKAper5eOjg6ampoIhUJYrVbNHEjNqpqK3KzpYmT2lfpHcjpJvfGrSD09SP39iPHxoChIHR1E7HaC9fX433+fwPYdiMnJx5SbpWa6paSkUF9fP+68QdUBcN26dfz7v/873d3dXHfddfzkJz9hxYoVMbnJpXNU9BwsHZ3JoLe3l1tuuYXCwkL+67/+SxsU7u7upra2loyMDK1SlZ2djd1up7+/nwULFhx1jqemfRBQc7KiVahn3m8nwWxgOCRhEAQMYnSWNygpmEQBRVHITraQEmekwhZt0bn6tNxZVcVSGTlLVFZWNq5dP3VGRJ1FmIh2ptnCwMAAjY2N0+KMd2hFJCMjA5vNdlAQrYrYsRWIZmEJw70w0IYYdIHBBGEfhIOAgpKci5JZBpEgSupcIguvRy44R8vLGis360RRFIX29nacTidVVVUz9vWlBs3a7XYGBgZITU3FarWSnp4+pbvswWCQ+vp6zGYz8+fP14SBOme1pmYNPcM9eIIeev29BOQAKJBqSWU4PMwpWadwtu1s5qfNnzXVLJ/Ph91up7e3l4SEBC2rajztqROdmxWLqNUs799eIbB9O0krVuDfupXwvn2IKSnIbjc5j/+MuMUn9nqQZZmOjg4cDgfx8fGccsopB/2/OkO8adT9yK0AACAASURBVNMm/vrXv2Kz2Vi1ahVXXnnlrGo7P4nRWwR1dCYLWZZ54okn+OMf/8gXvvAF3nnnHQKBADfeeCO33nrrYUJKdSQqLi7GarUe9fZ/93EHQwGJmvZBGh1e5qTG0eIcJtFsINFiRAT8ERlPIAwIFGbEk55gwuEJEpGVaLvhVVUA2lzXoV9nKiODno+0kJUkib6+PhwOBz6fj6ysLE1UzcaFxYkQDodpaGhAEIRjiho4HhRF0USV2+0mPT0dq9U67qqP6YO1CO5OxP3bQJZQUuci9uwCRY6aYpgSABHZuhAh6AYgsuB6hKAH6UBu1sig4slgaGiIurq6SZ8bnGjUoFmn00lSUlJMBM0qikJPTw8dHR3Mnz+fjIwM7f929O6gydWk/SlMLuT97vcxiSYsBgvplnSSTcmaAcZMRc0QczgcWmB2Tk7Ocb1Px3IanG047r+fcEMjAIbcXEJ1dRAOk3z9l8n47ncn5D6cTidXXXUVp59+Oj/+8Y8JBoNs3ryZF198EVEUNQfAWHZv1TkudIGlozMZOJ1ONm/ezAsvvEBvby8Gg4Hrr7+eu+++e8zFVDgcpq6uTtuRHc+u44Mv17Gzw82iglTebxnAF5JITzDh9ocptyZRbx/CKIokWgwEwzJhWabSFu0Nz0uL4+rTcqlpd3HPBcWaAcZsMcJQF7J5eXnk5eUhyzL9/f04HA68Xi9ZWVnYbDZdVI0TNWqgvLyc9PSJE+DqjIjdbmdwcJDU1FRsNhvp6enH9LyMtHFXUuciuDsROrchDnWhJFoh4kMIDoEioyRkIhdfiNixFUUwQHwacukXENydhC5/csIe25GQJInW1laGhoaorq6O2YXsyIqI2k6WlZUVc4YdgUCAuro6EhMTR3XBXF+7nu7hbhoHGxEQ8Ea8oIBRNJIdn83TFz49oxwGVTMku90OoNmqT1QL88lQzYKo26DkGmT41dcQLBbE1FTEA5s5CRdeQMrq1Sd8Hx6PhwceeIA333yTlJQUbr75ZlauXDmjNld0jhldYOnoTBR9fX289NJLvPDCC/h8Pq6++mquvfZaCgsLcbvdfP3rX0dRFB5//PExh19H2o9XV1cftY3odx938HZDH0uL0nmrwUm/N6S5B16/JI8363sZGA6jAP6wRCAsk5FgojgrgS5XgKVFafR5Q6z/ymkH2g7TNEONmVzFUgmHw3z66ad4vV6MRqPW/jeRg/cnE36/n9raWtLS0igpKTnu6oXaZuZwOOjv7yclJQWr1UpGRsaEVERMH6xFKjgH01v/gTjUhWxJQ/R08Nl1TwFEUGe0BBHiUlAMccgF56CkzkUqOGfSjTDUhWxhYeFhOU/TRSAQ0ESVyWTCarUed0VkKlE/O7u6ug4zFFEzs5JMSXxk/4jdvbsxG83IikxIDpFiTiHNnMa3T/92zIqskaY74XBYs1WfLHF+MlSzPH/6E/KQF+/f/kbSihXa1/HkYI2F6gC4YcMG6uvrufzyyznvvPN4/PHHqays5JFHHpn1ZkknObrA0tGZKP7617/S0tKiiapDURSF5557jqeeeop169Zx+umnj3l7h1Zfxlp4qS19Vz1dQ6UtiXq7l25XQJu3anIM4QvLJJgOzGmJ0ZZBURDISjKzt89HcpyRoUCEUESmOCuBoUCEZRXZM1JojaxUDQ0NkZmZidlspqenh/Ly8oPaiHSOHUVR2LdvH729vVRXV497oaAO3tvtdvr6+ia1zcz0wVrC535Hm80ydGzF8OkGQpf+FPPm2xDkqPEFgiE6sChHULIrEDz7iSy+fUrElUokEqGxsRFJkqioqJgWI5VQKITD4cButyOKoiaqZqKpi8/no66ujtTUVEpLS7XX1sgK1ZqaNdgSbHR5u/ik7xNyE3NJNCWyongFSabo52YsCK3R7O5tNtuULs5PhmqWKrQC27dj+/X647oNWZbZtm0bGzZsYOvWrXz+859n1apVnH322dprUFEUfv3rX/PLX/6StWvXsmzZsol8GDqxgy6wdHSmmvr6em6++Wauu+467rrrrjEXlpIk0djYqAVsHmpJfCi3/3E3p+an0uXyU9PuoiQrgR0dboIR+bA3rghkJ5mYm5FAW5+PL1Zl4wtJmqtgl8vPo1dVzZh5LDXfxeFwaIYIVquV1NRUbUEQCASora0lJSXloIWXzvHh8Xi0TYD8/PwjLry8Xi8OhwOn00lCQgJWq3XS28wONaswv3ofYvt7KPGZiP3NRL27I4f8lACCiFx4HvKcxVMqsiBqjtPa2jpl4cRqYLbdbkeWZU1UzYZKhaIodHR0aHOYh3YNPN/0PO91vcdQaAhX0EVQCpJoSiQkh8iKy6I0tZQriq8Apl5oKYrCwMDApNrdHysnQzXL9fQziMlJx9QWqCgKdXV1bNy4kf/93//l1FNPZfXq1SxbtmzM6/X+/fv52te+xhe/+EW+8Y1vTMTp68QWusDS0ZkOAoEA3/72t9m3bx+//OUvj7qYstvttLW1UVlZSVpa2hGPGymGrn66hs13LWXdu20A/GZrB4lmAwO+MOYDmVjd7gC5KRZ8YRl/SCIsy5RmJdLnDWE2ipRkJRCMyNxzQXFMiizVZc7hcGiGCGq+y5EWIsdbfdEZHUmSaG5uxu/3H5RBps7uOJ1OLBaLNrszXW1mYsdWRMcehKAHwyd/BNGE4B+IttNKITCYUBKywZJE4Ja3tZ+ZSoEF0UrSyDnMif59qW1mDoeDYDCotZkdzb10puL1eqmvryczM5OioqKDNlWeb3peM8A4N/dc3ut6D3/ET5I5ibzEPMwGM4XJhSzKXjTpIuvQOcS0tDRsNlvMWfrP5mqWmpt1NFQTpU2bNvG3v/2N3NxcVq1axYoVK47JAVBRFIaHh2esm6jOmOgCS0dnulAUhc2bN/PQQw/xk5/8hPPPP3/M4/1+P3v27CErK4uioqKjXthu/+NuABrsXhRg0Bc+6M0bbxIJhGXS4o2EJRkQEAX4yplz+WR/tOqliqpYMrw4UZc5FbX6MhsXCtNBX18fjY2NpKam4vP5NDez7Ozso1ZepxKxY6vmNKikzkXwORHcnSBLYIpDSZmLkmRFScwBILLwemBqQolVFEWhu7ubzs5OKioqxtxUGQ+SJNHf339Qm9nJFEMgyzLt7e309fWN6iq6pmYNTYNN9Af6MQgGAlIABYWgFCQ3MZfchFye+vxT2vE7endofz9R4TXSmTE5ORmbzTZhc4iTxclQzRqNvr4+zbzKaDRyww03cO211+oOgDqjoQssHZ3ppqOjg69+9auce+65fO973xtzx1qW5YOcxywWyxGPHWm5vu7dNup6hog3GfAEwoRlMAkQUT57Q6ufBgYh+o/UOBMKUJKVQF5aHHlp8dM2j6WKKofDgcvlIi0tTcvdORFhNHL2ZTwtmDqHEwgE6O3txeFwANHfaUpKChUVFTHnNKcy0m0QiLoN9tWDKQkCLrCkoiRmoWSVa0HEarvgVFa1TsRQRG2ZtdvtDA0N6Y6ZROda6+vrycnJobCwUPs9qAYYi7IXsaV9Cw0DDfQH+okoEZJNyQwGB/l83ue5quQqFucsZn3tZzM6t1fffszn4ff7NRORuLi4mHVmPBqzuZql4vV6efXVV9m4cSMDAwNcc801rFy5csyWaB0ddIGloxMbhMNh1qxZwwcffMD69evJy8sb8/j+/n6amprGNauhCqy9fT4sxugCrc8bIt4k4g1KyIccbxRBViDOKGIUBXJT46iwJU15MLGiKLhcLhwOh2bdPVlhpg6Hg71791JRUTGh9uOzFdUQQRVV6uyOxWJBURS6urrYv38/VVVVpKSkTPPZjo4qsoTh3qiLoBRGGGhGCA2DIIBgQM49YEQTcKNYFxC6/EnMr96nhRNPBSNbWo8WTjxadfdoLbMnG7Iss3fvXlwuF1VVVVpL12jhxK5QdDZLQSEjLoMzrWeSn5SPN+zVbm+8AisYDGrvGYPBEJPV3eNhNlazQqGQ5gDY0NDA8uXLWbVqFVVVVfr7SGe86AJLRyeWeOutt7j//vv5wQ9+wKWXXjrmh3kwGKS2tpakpCTmzZs3puioaR+k3j7E5t12Km1JvNPYh9Eg4vKFtWNUoWVLNhOSFLKSzLT1+bhsQQ55afEHtQlOlvGFOofgcDgYGBggJSVFy0Oa7JaZQCDAnj17Tth+fLYSDoe1BaIsy+Tk5GC1Wo+4oBoeHqaurm7cLa3TgVqNEju2YnrtfkTPfhDFqKugaoBhSgRTvGbfLu7fhlR97aSHER+K6ipqs9koKCjQfp+q3b3dbmdgYOC4M8RONtxuN/X19YcZtKjtf02uJv7S9Bey47Nxh9wMhYYA8Et+4gxx0eMViDfFMzdpLjdV3HRYu+BoJiJWq3XMzoOZykyvZsmyzMcff8yGDRv46KOPuOCCC1i1ahVnnXWWfi3QOR50gaWjE2v09vZy8803U1JSwo9+9KMxdwTV3W2n00l1dfVRB2wffLmOq0/L5T/+1oDDEyTOJOIPy0iyAkK0cpVgEglGZEqzEuh2BynKjCckKVx9mo2bzioAmNAg4kMXiBOdh3Ss59LW1kZ/f/+4fp+znXA4rOXuRCIRTVSN1xBhZLWguro6po0UTB+sRWx9C8G9HyHoitq3I4McAUSU7AoUSypi7x6U+Azk/DOntJIFn7UIezweCgsLGRwcpK+vj+TkZKxW66TY3c9mJEmipaWF4eFhKisrD3t9rqlZw/Ki5Ty751kKkgvITcylxlFDr7+XVHMqFoOFxTmL6R7uZnnRchbnLEaSJO09czKYiIxkplWzFEWhtraWjRs38sYbb3Dqqafyla98hYsuumjGVxZ1ph1dYOnoxCKyLPOzn/2MTZs28eyzz1JWVjbm8epubGFhIbm5uUc87ncfdzAUkOhy+Xm/ZQCAgRFVrNEwChBnMpCeYGJRQSoVtiSGAtIJCSxFURgaGsJut9Pf3x9zC0SXy0VDQ8NRf5+zkUgkouXuBINBLXfnRMSm+vssKCggNzc3Jne3R+Zlifs+RHDWIRjNEPCgGKIVB0EUQQqhmBJBCiOXXTylImt4eBiHw0F3dzfhcBibzUZZWVnMBwDHOoODgzQ2Nh72+ny+6Xm8YS+v7XsNa7yVsBzGHXLj9DsxCAZSzClcWngpu5y7qEisQPJJnGM5R3vPnCwmIocSy9Us1b5fdQDMy8tj1apVXHHFFSf9hprOhKILLB2dWKampoY777yTu+++m5UrV455oQqHw9TX12MwGMZlMHDV0zV8oSKbLpefnR1uhkMSbn+YA8UsEswGvCGJZLNIWoKZRQWpNNi9JMcZyUuL7kwei/GFKqocDocWMquKqlgc7o5EIjQ0NABQUVExqxexkiTR19eHw+GYNJe5mWIoInZsxdDwCsamLcjJeQjeHoSACxDAlIAiGBCkIADBL/12VHE1kUYYfr8fh8NBb28vJpNJm90BaGpqIhwOU1lZOSMDgWOJSCRCc3MzgUCAqqqqg9r4dvTuYEv7FgC2dm8lIAcISSEUFEREBAQSDAmIosjDZz9Ms7uZlfNXTtdDiQlirZrldDrZvHkzL774IiaTSXMA1EPndSYJXWDp6BwLgUCA888/n2AwSCQS4dprr2XNmjWTep9ut5u77roLg8HAT3/608MCM0cy0t65urr6sGNr2gepaXdpf1eFUqtzmP7hMEOB6NxJICyhAJISDSRWgESzgZAkY022kGA2sKwi+6hzWYqiaCGzfX19UxYyO5H09PSwb9++CbHLjiVkWdasu71e75S5zKmGIuXl5TG7uBE7tmJ650cIchj8Lgj7EMI+UKTofJYpAQQBOWcBhH2EL/zBQYLK9MHaE5rRGmmIIIqiNrszmih1Op20tLQwb948TXjpHD+qgVBxcTE2m037/vra9dxWdRu/2PULhoaGaPO0sS+yj5ASQhREbAk2uoe7uSD/AppcTfzpi3+axkcRO0xnNcvr9bJlyxY2bdrE4OCg5gCYl5cXU1U1nVmJLrB0dI6FkcGA4XCYc889lyeffJKzzjprUu9XlmWee+45fvGLX7Bu3TpOO+20MY/3er3U1dWRm5t7RDtZdR6rpt3FJ/vddAz46R8O4Q/LCEJ0HWkUBcKyggDEGQUSzNEqzlAwQnFmAledZqPSlszSonQefLmOR6+q0u7f4XDgdDqJj4+fsTbEKmoGWWZmJsXFxTP24qxadzscDjweD5mZmVitVlJSUqb0MQUCAerq6sZl0DKdiB1bMb90C4IUQjGYEUJeNDsY0YxijEOQgoTP/3ciZ9xxUJvhsQqsEzFECIVC1NfXYzKZJiWc+GQjHA7T2NiILMtUVFQQDof5e/PfyQ5k00knXWIXCQkJKCh82PMhez17MYtmMiwZGAUjvYFeLim8hH9b9G/T/VBigqmsZoVCId5++202bNhAY2MjV1xxBatWraKysnLGfm7rzEh0gaWjc7z4fD7OPfdcfvWrX3HmmWdOyX3W1dVx8803c/3113PnnXeOuTCVJElreamurj5s9/tQowr131c9XUN2kpmOAT8DwyF8YRmjKBCRFRSinxqiAPOyE/EEIqTEGVlUkEqj3cOaz2fgdDppGzZyYXU+WVlZs2axJ8sybW1tDA4Oxrxhw0hi1bpbURQ6Ozvp6emhuro6ZudVzK/eBxzIyhpsQ0nKQRxsAymIkjIXIkFClz+J6NiDofl14OBQYjU/azQikYhmiBAOh4/ZRGQkiqLQ09NDR0cH5eXletzACRIIBGhpacHhcJCYmEhhYSE5OTkYDIaDgoYBNrZsZK97Lz3DPVgMFnITc/EEPcxJmkOyOZn/97n/N02PIraYrGqWJEl89NFHbNq0iY8++ogLL7yQ1atXs3Tp0mnfvLn11lvZsmULOTk57NmzB4Dvfve7vPLKK5jNZkpLS3nuuee07ohHH32U//7v/8ZgMPDzn/+ciy++GIAdO3Zw88034/f7ueyyy3jyySd1wRjb6AJLR+dYkSSJxYsX09LSwt13381jjz02pffv9/v59re/TWdnJ7/85S+PmiLf29tLa2vrYRlPh7b0rXu3jaVFaTz6ejMKkBJnpMHuRZJlBEFAViAQkUmxGJBkhcrcZIyCgtcfpGMwSJxR4JLKDAZDBkRR0KpZs43BwUEaGhooKSnBarVO9+mMymgZYrFq3a3aj+fm5jJ37tyYO7+DzC86tiLnnYGh/mWEoW4QRBRLcvSqaIpHyZyHPCdq1X2kCtZo8242m43ExMQJOV+/309dXR0pKSmUlpZO+wJzJjEy300QBC13r7W1FVEUKS8vH7VNc0fvDsJymCd3P0mqJZWe4R7mp89nRdEK/tT0J56+8OlpeDSxyURVsxRFYc+ePZoD4Omnn87q1atZtmxZTG3q/eMf/yApKYkbb7xRE1hvvPEGF110EUajke9973sAPPbYY9TV1bFy5Upqamro7u7mC1/4Ak1NTRgMBpYuXap1y1x22WXce++9XHrppdP50HTGRhdYOjrHi8vl4uqrr+app55iwYIFU3rfiqLw0ksvsWbNGtauXcu555475vFqxlN6ejolJSWjLmJVwVXTPnjg3y4GfSE277ajfiYEpYPf/iKQYBbwhRREAS5faKXLFSAvLW7WCiw42FCkvLw8Ji7oo9ndT1WG2IkiSRKtra14vd6YGIgfDbFja7RK1fYOwsBeBH9/1PAiNAQoIBhRUvJQkucguDuRC87RHAbV1ky73c7Q0NCkz7upTml2u52qqqox5zZPdiKRiNaaGYlEtNbMQ1+DdrudtrY25s+ff9im1o7eHex07uTDng9BgVZPKxmWDEJyCAGBH535IwRBOCwn62TmeKpZaiyJ6gA4d+5cVq5cyYoVK2K6o6C9vZ3ly5drAmskmzdv5oUXXuBPf/oTjz76KAAPPvggABdffDEPPfQQRUVFXHjhhZrp0vPPP8+7777LM888M3UPQudYGfUFPf0rBR2dGUBaWhoXXHABr7/++pQLLEEQuOaaa1iyZAk33ngj5513Hv/2b/92xIV+XFwcixYtoq2tjZ07d1JdXX3YAkKtZqlfa9pd/Mdl5bxZ70RWFAIhiUQj+CMgCJBsMRCWFCxGA8lxInZPkL839pEWbyIvLY7b/7ibU/NTWVqUdtDtzgZMJhMLFy6kp6eH7du3U1lZSWpq6pSfh2oiYrfbD8pDKisri3lRNRKDwcD8+fPp7+9n165dMVkdlA+0+snWBVo4sfnl20EQo+6CCAjDvaAoyDnVBC97Al/t/7Kvrg5h34ekpCRTmpFB3Fn/MulVOkEQKCwsJDMzk7q6OnJycigsLIy56uB0oVYR7XY7fr+fnJwcKioqxrTpVjcr6urq6O3tPcgef3HOYhbnLOb26ttZX7uejLgMagdqCcthkk3J/KjmRygorCpfddK7C6pkZGSwZMkSWlpa2LVr16g5ZCpOp5OXXnqJF198EbPZzMqVK3nzzTdj1iTnWPjNb37D9ddfD0BXV9dB89z5+fl0dXVhMpnIz88/7Ps6M4+Zc1XW0ZlinE4nLlfUhc/v9/PWW29RUVExbedTWFjIW2+9haIoXHnllXR3dx/xWFEUKS0tpbi4mF27duF0Oo94bE37IDs7Bvjy01uJFyIkGmRCskJAAmtK1EUwEFEISQouX5jeoaht9XBQon84xDuNfezt85EcZzhQFXNN+GOfbgRBYM6cOSxcuJDGxkba29s5SvV/wvB6vbS0tLBt2zba2tpISUlh6dKlLFiwgOzs7BklrkaSmZnJkiVLcDgc1NbWEolEpvuUDuOgeSpTAkpyXtTOHQVEI7IUwj/Qxccff0y4+R0qWn/NwmQXRcp+Uve+OqUiJykpiSVLlhCJRNixYwd+v3/K7jvWkGWZvr4+9uzZQ01NDR6Ph5KSEs4880xKSkrGlYFksVg47bTTSElJYfv27QwODh52TPdwN5UZlRSnFHNxwcV4w14EQSA9Lp1EYyKKohw2w3WyYjQaqaiooKioiC9/+cs88cQTyHLURGZoaIjnn3+eL33pS9xwww1IksSGDRt4++23uf3222eFuHr44YcxGo2sXr0aYNTrhyAIR/y+zsxDr2Dp6ByBnp4ebrrpJiRJQpZlvvzlL7N8+fJpPSeTycTDDz/Mm2++yZe+9CV+8IMfcOmllx7xAzgjI4PFixdTW1vLwMDAQdWOQCAQnT9w9nJ3tYhdzuIve4YQBIFFxXG83zKAURSIN4nIskRhVgLt/T5kRcEgCliTLfhCEvFmA7YUCw1271T+KqaFxMRElixZQmtr6xGrgxOBGjLrdDqxWCzYbDaKi4tnrDPjkTi0Ohir9vhywTlIpV9AcLUhdu0gLFqQZQmTf5DEoJvz/G8gmvyInR8hi+egpM5FcBzeIjTZiKLIvHnzcLlcfPLJJzEZ/jpZKIqC2+3GbrczODhIeno6+fn5J2TwIggCeXl5ZGRkUF9fT29vL/PmzdPeh8uLlrM4ZzGLshexpX0LCcYELAYLCcYE/rvuv3lt32sYRIPeLjiCjIwM/vCHP/DNb36T888/nzlz5rB//36uuOIKHn/8cSoqKmbd6/V3v/sdW7Zs4e2339YeW35+Pp2dndox+/fvZ86cOeTn57N///7Dvq8z89BnsHR0ZigOh4NbbrmF0tJSfvSjH41p8ay6uHV3d5OVlcXg4KA22G21WrXg0nXvtmk/02Afot7uZdAXxiBEc7ICEXnU208wiQTCMukJJipsSZyaH22hG28w8UxkYGCAxsZGSktLycnJOeHbOzRk1mq1kpOTExMzX1OB3++ntraW9PR0iouLY6oyNzw8jN1ux+l0sqj2P0ka7sAgBaKtglIQ5PCBIxUQzRCXAgFP1AgjZ4E2nzWVqGG6wWCQysrKcVnAzzQObZudzFlERVHYv38/XV1dh7UJ7+jdwfra9ZgNZhZkLOCDng/whDwkmhLxhX3cXn07lxVdNqHnMxORJImtW7eyadMmPv74YxYsWMCuXbv4zne+w2233TYrhNWhM1ivv/46999/P++9995B2XW1tbWsWrVKM7lYtmwZzc3NGAwGzjjjDJ566inOPPNMLrvsMr7xjW9w2WX66yeG0U0udHRmG7Is89Of/pQXX3yRZ555hrKyssOOCQaD9Pb24nA4iEQihEIhioqKKCgoOOzYkaYX91xQTE37II+83ky3K0CcUWDQH2Gk94VA9EPCIEBGoonrFuXxdoOTBy8pm7XCaiRqJpHZbGb+/PnHXGFSq4i9vb0YDAZNVI3mXnYyoCgK7e3t9PX1UVVVNWFue8eDKngdDgdmsxmbzUZ2djbm7hoMB9wGURTEXb9FDHtBiqAY4xEiPhAMYLQQOeMuxO4dhM/6xpQLLJW+vj6am5snbCMgFvD5fNjtdnp7e4mPjyc3N5fMzMwpqfD6fD7q6upIS0ujpKREE3JqK+D62vUMhYaIN8azb2gfkiJhNpgpTinmHNs5VGVUaRWtHb07WJyzWPs6G1EUhU8//ZSNGzfy5ptvsmjRIlavXq0563m9Xh544AFaW1t59tlnmTt37nSf8nGzcuVK3n33Xfr6+rBaraxZs4ZHH32UYDComaWcddZZPP101Gny4Ycf5je/+Q1Go5EnnnhCcwrcvn27ZtN+6aWX8tRTT80K8TmL0QWWjs5spaamhjvuuINvfOMb3HDDDfT09PDnP/+ZnTt38q1vfUtbuMfFxRGJRDSHooqKilErJP/5WiM7OtwMBSIEIzIDvvBhxxyKKMDZxens7fPx6FWVJ4XAgugCoquri66urnG5uI0UvMBhVUQdcLvd1NfXk5+fT15e3pQtLoLBoCaqRFHEZrONKng1l8FPNyB6OpGT5iC620EKgmCMmmEYzMgZpQi+fkKXPzltAguiGwENDQ0x5YR5rKibEQ6HA6PRqD030/FYVIe73t5eKisrD3rPr6lZQ3+gn32efdgSGQBy5gAAIABJREFUbHQMdRCSQ5gMJmwJNhZmLuSCvAsA2NK+hR8u/SHra9dze/XtU/44Jgt1o2TTpk288sorFBQUsGrVKpYvX35Ec4t33nmH+++/n3vvvZdbbrllis9YR+eE0AWWjs5sZu/evVx//fW43W4sFguXX345q1evprS0dNTje3p62LdvH1VVVaSkpBzxdm/87U4sRpFT81N5u8GJJxAh3iSybyA6RC8KAkYRIjKs/8qpbN7dw6NXVWnVsJFCa7TvzRa8Xi91dXVYrVYKCgoOEgWhUEgTVbIsHyR4dUZHkiSampoIBoNUVVVNmgA99LlRF+7jaalThZYQ9CC4OhDb3kVJyomaYPgHUVLyQTQSXPXSpJz7saAoCna7nX379jF//vwZYRwQDoc1UaUoSsxtRqjv+aysLIqKihBFUatGralZQ89wDz3DPSybu4x/dP+DsBQmyZxEaUopeUl57HLu4ukLn541Aqu3t5eXXnqJl156CYvFwsqVK7nmmmvGHYTt9Xp55513uOKKKyb5THV0JhRdYOnozDYGBwfZvHkzGzduxOPxcPXVVyPLMhs2bOAXv/gFp5566pg/Pzw8TG1t7aiiAKKC6MGX68lLi2NpUTp/+6cdhydIXpqFHnfwsKysFIuB3NQ4KmxJNNi9VNiSDsrIUme87rmgeIJ+A7GFLMs0NzczPDxMeXm5NnQfiUTIycnBarXGdIZLLOJ0OmlpaaGsrIysrKwJuc1IJILT6cRutxMOh0/4uTF9sBbB3YnQ1wiCASHoRnDtAxSUtCKUxBwIuJEWXk/kjDsm5DEcL4FAgNraWpKTkyktLY0545TRnhubzRazmxGyLNPe3k5/fz+VlZUkJSUB0fa/Le1b2N23G3/Yj1k0E5bD+CQfYTmMQTAQb4wnOz6bZFMyuYm5zEmcw6LsRTOqXXBoaIhXXnmFTZs24fF4uPbaa7nhhhtOGnMVHR10gaWjM3v49NNPeeCBBxgYGOCqq67iuuuuo6SkRPv/2tpabrnlFm644QbuuOOOMQe+VVHg8/morq4+bHf4dx93APB2Qx95aXH0eUOcmp/K3/5pJzXOQGufn1BEJj3RRILJQLxJZHFhGjs73CyryNZmuZYWpY8qsNT/Gy/HevxUoi4OOzs7GRoawmq1jtsWWufIBINB6urqiI+Pp6ys7LhEwWh5SFardULmvMQDM1lywTmY3ngQQ8ubBy650bwsOS4NsisJXv+XE76viUA1venp6YmJcGLVVt1ut+Pz+cjOzsZms03rDN6x4vF4qK+vx2azaZtV6lzWTudOuoe7aRpswul3oqAgKRIhOYTFYCHZlMx/nPEfM0ZYBYNB3nrrLTZs2EBLSwsrVqxg1apVlJeX66JK52REF1g6OrMFNaNrNFMLFb/fz/333093dzfr1q3ThmzHus2WlhbKy8tHbR9a924b91xQzIMv15GXFs/GHV0EwjK+kIQggHzg00IATAYBk0FkTlp013n/oJ+56fEkx302L5GXFsfVp+VqhhrjoaZ98JiOnwoOXbhnZ2drbUy1tbUnJAp0PkN1cevu7qaysnLMtlYVWZbp7+/H4XAwNDSkPTdJSUmTuhA0fbCW8Oe+jeW3X0QIukABOaeS0OU/R+yt08KLR36dDtQWt+zsbIqKiqZ0cawoCoODg/T09ODxeMjMzMRms5GcnDxjF+myLLN3715cLhdVVVXaxsqO3h3sdO787DhFpnu4m919u8lNyMXpd3L3KXeTak6lydUUkwHFqgPgxo0b2bZtG8uWLWP16tUsWbIkphw/dXSmgVE/sAwPPfTQWD805n/q6JwMOBwOre0jVkhMTDyqYDKZTFx++eWYTCbuvPNOKisrR3UOHHmb2dnZNDU14fP5SEtLO2yhk5cWT4Pdyz0XFFM9J5msJAsXlmeyfZ+bvLQ4DKKAPyyjAIlmA5ICly+w0j8cYvNdS+lyBchLi+fRq6pIiTNqwcTjrUht3m0Hpn+GS5ZlnE4ne/fupb29HaPRyNy5cykpKSEjIwOz2YzBYMBms+H3+2lqaiItLS1mZkdmIoIgkJqaSnp6OvX19YTD4VEzjtSFe1tbG62trQDk5eVRWlpKZmYmFotlShbwSloBxl2/g8RshKEusKRi/ORPGNrfQ8koxXBAWBk/3TBtAstsNpObm8vg4CB79+4lLS1tUh0sFUXB4/Gwb98+mpubkSSJ3Nxc5s2bR1ZW1pQ9N5OFIAhkZGSQmJhIbW0tiqKQkpLCnKRojlFuYi65ibnsdO7E7rMTlsOkWdLo8fWwo3cH+4b20eJq4Yri2JhBkmWZTz/9lJ///Od8//vfp7+/n1WrVvHYY49x+eWXT6kBjY5ODLNmtG/qAktHZwxeeOEFzjrrLKxWK0uWLJnu0zlmBEGgqqqKSy+9lG9961vs37+fs84664g7jkajkdzcXNxuN62trWRkZGgLrry0z+ZT8tLiyUuLp6bdxWn5qWz51IEADAyHUYiWvv0RGW9Qwu4O0D8cIhCWebvByVAggi3Fwrp32+hyBYCoLXxNu+uw+1GpaR9k8247Ne2D2v2OdfxkoFZD9u7dy969exFF8agLd1UUpKamUldXpy249EXJ8aOKgv7+ftrb20lPT8doNOJ2u2lvb6elpeWwhXtcXNzUVmdS52L8v2cxdNWAJQUSMhD6mxH9AyCIKPFpiANtSOWXaUJLRezYipI6dVbVh4oCYMKrSF6vl46ODpqamggEAmRnZ1NWVkZOTg7x8fGz7v0QFxdHbm4uDoeDjo4O0tPTKUgtYE7iHOYkziHZlEyyORmDYGAgMMD8tPk4fA5cQRfusJu8xDyKUoqm5dwVRaGtrY1nn32WBx98kNraWi677DLWrl3LtddeS2lpqV6x0tE5mFEFlt4iqKNzBPr6+liwYAEPPPAAH374IfHx8axfv37GBnaGw2F+8IMfsG3bNp599tmjpsO7XC4aGhooLi7GarWOeow6D7X6NzsYDkm09fkQBTTzC1GAnCQzvUMhqnKTCEkK2Ulm1n/lNK3lUP16JNS2wEPvcypCjBVFYWBgAIfDgdvtJj09HZvNNmrl5GhIkkRzczOBQGBSXfFOFlR7/NbWVgRBIDMzE6vVSkZGRswtAC2/WRYVWsMOBDmC4OsDRUZJyIK4VOScBSipc5EKzsHQsZXwud+ZlvNUX6N+v5+qqqoT+qzz+/1aVpXFYtFyxE62VtmBgQGampooKCggNzf3oM+NHb07+Nmun2H32ZEUCUmRUBQFBQVbgo1rSq9hVfmqKTlPh8OhOQDGx8dzww03HJMDoI7OSYw+g6WjcyxccsklxMXF8fLLLwPwrW99C0mSeOSRR2KuZfBYeOONN/jOd77DQw89xMUXXzymUAiHw9TV1Y07SPfBl+uoaXfh8YdJjTehAClxRlqcw5yWn0J+evyBNsHobFa0GjXIPRcUj0ssTYULoaIouFwuHA4Hg4ODpKWlYbVaSU9Pn5CddnXWbf78+Udt89Q5nOHhYex2O06nk4SEBLKzs+nr6wOiuW6xFtIsdmzF/Op9yAXnoKTORWx7D8HfjxAaQs6cDwEP4YseQi78HGLHVgwdW5EKzpnW3Kz+/n6ampooKSk54ubKaIzMEdODsz8jEonQ1NREKBSisrLyIOE6cj4rIkd4r+s9DKKBW6tuZVn+skk9L4/HwyuvvMILL7yAx+Phuuuu44YbbjhMCOro6IyJLrB0dMbLAw88wHPPPUdRURE33ngjd999NwD79u2jsLAQWZZjbpf8WHA4HNx8882UlZWxZs2aMXeqR5oLVFdXH1Fc1rQPsv6DffxfuwuE6M+F5YOPMQqQaPn/7J15QFT1+sY/Z2bYdwRmEERQEARNU1NLs00zs0wrJbA0K9Nupbe6v8rbZt3KLLNFb9c0LctuAebSfstuluZV3BUGUAQEhGFfB2Y75/z+oDlp7oosej7/WDNnZr5nBobvc973fR4tnq46bA6JB4a3zIRNHXry2TDncztdCC9E5co5G2IymaiursbX1xeDwUBAQMAF+ZytViuZmZl4e3sTHR3dqX+W2oITVUOCgoKOCZk1mUzk5+ef1KSlPdFtX4qk74PLhucQrPXIvuEI1QcRRBtIDmT/7khBvdFU5SCF9EEoy0DW98HRN7HdhJbdbicrKwuNRkNsbOxJRZLdbqe8vByTyaRkvOn1+k5b6b+QVFZWcvDgQaKiojAYDMrtTkt3Z25WgFsAQwxD0Gl0rW7bbrVa+fHHH0lJSSEvL09xAOzVq5cqqlRUzg1VYKmonAk///wzEyZMoKSkBFEUufXWW+nTpw+LFy8+5jhZljv1HyRRFHnzzTdZs2YNS5cuJTo6+pTHNzQ0YDQaCQsLO+Vw88qthWzOrcbqkDhc1YTZJtJkl3DRCGg1oBUE+nfzw+qQGBwZwJHa5mOysk7EnHVGJby4tcSVLMs0NDRQVlZGZWUlPj4+6PV6unTp0iaCR5ZlCgsLKSsrIyEhoVNZUrcFFotFCQA+02qIM+PJ19e3Q86KuGxegOzmi3Z/CpqmciSfcISGEgRHM7KLB7j5InsGAy1zXLax7wC0q9PgiYSrKIpKVpXValWyqtSMt9Njt9vJyclBkiTi4uKUVmGnpfuB2gP8cuQXlly3pNVeUxRFfvvtN1JTU0lPT2fkyJFMnjyZgQMHdrjfERWVTogqsFRUTofdbsfHx4fPPvuMCRMmKLdv2LCBkSNHMnfuXMrKynjrrbdwd3fv9CILYOvWrcycOZNZs2aRmJh4yvMRRZGcnBwcDge9e/c+6WZ3zjqjYmABkHGkHpsko9O0PHecwRurXaKi0YYAvHlngiKcTiSipny0i4/vHdAqAquxsRGTyURlZSWenp4YDAa6dOnSbrMh9fX1GI1GwsPDL3lXLpvNplRDAKUacjbzarIsc/jwYcrLy4mPj+9Q7bxOoaQEE9cVQVM1guxAaCgBSQRA9gxGkKw4+k9FdvNFsNa321wWtAhXo9GIRqNBq9XS2NioZFV1pPe3M1FeXs6hQ4eIjo4mODj4mFbBneU7larVuVawJEli3759pKamsmHDBq644gomT57Mtddee0zltz247777+PrrrwkJCSEjIwNomVVLTEykoKCAyMhIUlNTlfmvefPmsXz5crRaLe+++y6jR48GYOfOndx77700Nzdz8803884771zS358q7YYqsFRUToUsy5SXlzNixAhuvfVWXn755WNE1ObNm0lOTmb06NGYzWaSk5O55ZZb2nvZrUJtbS0zZszAzc2NBQsWnHbTZDKZKCgoIC4uDn9//+PuTy+oASDL1MDHW4tpsjkwW0XcXLRoBLDYJXQaAU9XLa46DT7uOnobvIkzeJNtalSqVU5zixb3QHeO1FqUea2zEVtms5mysjLKy8vx8PBAr9d3qIF7p3C12+3Ex8dfUjMrDodDEVUOh0MRVe7u7uf1vM6Ka9euXQkPD+9QGy9nMLFufwpCWQZCYxlIDgRbAy1/dgXQuiK7+4HOHTkgCuukz9p8nc55xNLSUmpra3F1dcVms5GQkICfn1+br+diw2azkZWVhU6no1evXsrv/YvpL/LC4BfO+vlkWSYvL4/Vq1fz1VdfERUVRVJSErfccst5/z61Jr/++ive3t5MmTJFEVhPPvkkgYGBPP3007z22mvU1NQwf/58jEYjSUlJpKenU1JSwsiRIzlw4ABarZbBgwfzzjvvMHToUG6++WZmzZrFmDFj2vnsVC5BVIGlonKmPPXUU/z8888sWrSIIUOGYDabGTx4MDNnzuShhx5i/fr1zJs3jx9//PGCuyyJosigQYMICwvj66+/vmCvI0kSy5cv51//+hfvvfcel1122SmPb25uJiMjg6CgoFOGlE5ftQerQ+JAWSPJg8P5cp+JarMdV62AJENXPzd8PVyUdkGniAKOEVhOnALrdO6DR8/tuLq6Ki5m7X319lSUlZWRl5fXIeeIWpOjw5mdtt0Gg0EJZm3N18nNzaWpqem8XfEuBE6hpf39X03WlwiSHaG5ClnnjmAzg0bb4jAY07JxvNAGGM7WWZPJRFVVFX5+fso8oiAImM1mjEYjXbp0ITIyUm0xO09kWVYuWDmNb5ZlLmN6wvQzfo6ysjK++OIL1qxZg5eXF0lJSdx+++0nvPjVUSgoKOCWW25RBFZsbCwbN24kNDSU0tJSrr32WnJycpg3bx4Ac+bMAWD06NHMnTuXyMhIrrvuOrKzswH47LPP2LhxI++//377nJDKpcwJNz8dd6ehotIOiKKIVqtl/vz5fPnll/znP/9hyJAhTJs2jWHDhvHoo48iSRK9evUiLi4Ou91+3HO0tgHGO++8Q+/evamvr2+15zwRGo2G6dOnc+WVVzJt2jSSk5OZPn36Sc/Fw8ODgQMHcujQIXbv3k1CQsIxG9iW7KpSKhtt+Ljr8HLTsX6viUaLHT93HaIsY7FL5FU10y1A5teDlbi7aGmwOHh2fRY3xodwdXQggiCwdk8pvu46bogLVjKwjtQ2H7cmi8WiuJjpdDr0ej0DBgzoNBUhvV6Pn58fmZmZVFdX06NHj4tmA+vMETOZTEqLWc+ePS9oi5lWqyU2Npaqqip27dpFz549CQkJuWCvd7YcLZS0hVuQu16O5BOK5tCPaOqKQKNF8glFaK5DqCtCdmldAXo0f3ZnNBgMJzRg8fLyYuDAgRQUFLBz507i4+PV+cHzQBAEQkNDlQDt8vJy+gX2O+3j6uvr+fLLL1m9ejWNjY1MnDiRL774AoPB0KGqtWdKWVkZoaGhAISGhlJeXg7AkSNHGDp0qHJceHg4R44cwcXFhfDw8ONuV1HpKKgCS0XlKLRarSKQxo0bx6233sp3333Htm3bMBqNANTV1fHRRx8RGhpKSEgImzZtYs+ePXTv3p1x48a16oa4uLiYb775hmeeeYaFCxe22vOeij59+vDLL7/w+OOPM3nyZP75z3+etJqi0WiIiYlRNrAxMTEEBQUB/J5V1VLdW7wxn73FdVgdEg2WFqH0fWYZdc0WREmmrtnB4apmPF21NNtFZODHrAqKaprRCC1W7zKwIbsCgZYZrjB/D+asM2LwcaGHt4RBU49Go0Gv19O/f/9OmzPl7u7OgAEDlA1sQkJCq1d22gpJkqipqcFkMlFfX09gYCARERFtHrbcpUsXBg4cSFZWFpWVlfTq1atDVTKPEVrZXyFYG8HeDBoNmqpcEAS0B78DnRuCvQlbK1WwLBaLUuV1cXHBYDAwaNCg0743Go2GHj160KVLF/bv309YWFiHa8PsbLi7u9O/f39KSkooMZbww/4fuPHGG485xmq18sMPP5CamkpeXh633XYbixcvJiYm5qJ970/UZSUIwklvV1HpKHScvzAqKh2EowWSIAiMGTOG3377DS8vLywWC+vWrcNoNLJ+/Xpefvlltm3bxvTp0/nXv/7F999/z3vvvddqa/nrX//K66+/TkNDQ6s955ng6enJv/71L1avXs3NN9/Mm2++ybBhw056fJcuXRgwYIBSefnzle8jtc1YHRJuOg31wIothb8bXrQYX5itDgBsooQsg6dbi9AqrG7G4pD428ievPB1DldHBxLm78HlYd78klWCprmRq8Jcf5/biexwLWDniiAIREVFERgYyL59+04YUtpRkWWZuro6TCaTkiPWtWtX4uPj23X9rq6uXHbZZZSUlLBjxw569+7doeaInCJLirgKOy3tgy6/zENorgIXD2R3f7DUgSwrrYXn0ipos9mUKq8gCOj1ei6//PJzqvL6+flxxRVXcPDgQXbv3k18fHyHmvXpbAiCQFhYGDabjXvvvZc1a9Ywf/589u7dS0pKCtu3b2fUqFHMmTOHAQMGXDTVbWip3peWliotgs5Kc3h4OEVFRcpxxcXFylxlcXHxcberqHQUVIGlonIKnC2DzlaEjIwM3n77bZYtW8aGDRtYv349Hh4e7N+/n++++46ZM2dSVVV1TIDsubYMOl2WBg4cyMaNG1vrlM4YQRCYOHEigwYNYurUqVx33XU88cQTJ7267ebmxuWXX87hw4ePq7xM6N/S+uGcnXLOWhlLG9AIAk22lqqVTWy5Kmm1i1hsImarA1GGtF0lmK120vOq8HOV2ZsL3YN8CA4O4YorYtrk/WgP/Pz8GDRoENnZ2VRVVXXIIF04fm7HmSPWq1evDrUJdG5gAwICyMzM7NBzRFLEVWBvApsZof7IH03+ldloc75CdvfDdut7SBFXndbG/URGIn369GkVMaTVaomLi6Oqqordu3cfl/GkcvZ0796dN998k4ULF9KnTx+uuuoq/vrXv7Js2bIOVXltTcaNG8fKlSt5+umnWblyJbfddptye3JyMo8//jglJSUcPHiQwYMHo9Vq8fHxYevWrQwZMoSPP/6YRx99tJ3PQkXlD1STCxWVs8BisbB+/XoSExOZN28egYGBTJ8+nSlTprBv3z7Ky8vJzc1l//79uLq6MnBgi73uuYisOXPm8Mknn6DT6bBYLNTX13P77bezatWqC3Fqp8Rut/Pcc8+Rnp7OsmXLlF75k1FXV0dWVhaRkZHHbbacYcHpBbVsyK6gstGGQ5RotkuIkowggCiDq1ZAI4AoyUgSiIAGCPV1pcEqEurnrrQKAhckgLgjcTrnxvbgaMt7Ly8v9Ho9QUFBHVKw/BlJksjPz6e6urrDtmE6A4oBtDnfoM3bAJKEHBgFlgbs1z3Xcl/hluNs3EVRpKqqitLSUpqbm5Wsqgt5ns6MJ1mWO+zFgI6KLMscOnRIcQDs2bMnSUlJxMbG8vDDDzNixAiee+65Ttv6fDRJSUls3LiRyspK9Ho9L774IuPHj2fSpEkUFhYSERFBWlqa0pr+yiuvsGLFCnQ6HW+//bbiFLhjxw7Fpn3MmDEsWrSoU1T5VS46VBdBFZXz4c+ZV++99x5ZWVksWrQIQBE+Y8eO5cknnyQjI4PRo0fz1FNPKQGc55qbtXHjRhYsWHBBXQRPhyzL/Pjjj/ztb39j7ty5jB49+pTnYrfbycrKUq5wOy3RV24tpMEisre4jspGGyV1FrzddFQ0WNFpNYiShF1q+cbSacAuHfu8LhoBX3cdw6MDj7FtvxRobm4mMzOTgIAAoqKi2kXINDU1KZb3bm5uijtjR7G8P1ucFwM6chumpnALLhueQ1OT13KD1gUcVnBxR/YJQ/bWY530GZIkYd/0DrlBN1JfX09QUJCSVdWW5+V0w3S64qmcGFmWFQfAtWvX4u3trTgAHt2+Kooib731FqtXr2bp0qWndXhVUVFpU1SBpaLSmhw8eJCpU6cyaNAgHnnkEXr16kVlZSVffPEFn3/+OQ899JAiMJ599lnlcedSzeoIAsuJyWTi3nvvJTY2lrlz555y7kmWZUpKSigqKiIhIQEfH59j7l+8MR8fdy0/ZVdQUtOMzeHAXStjlzXUWWUiAj05VGEGWqpaAuDpokGrEXjomkgaLOIprdovRpyVl5qaGhISEhTxfiH5szujU1RdLBUKh8PBgQMHsNvt9O7du0NWCTSFW9Bmf4W2eBuyoEUwlyE4LMiCBtEjiHrvaKw2K/7NRdQmfU1AXSZy95PPTV5orFYrRqMRDw8PYmJiOq0AvxDU1dUpDoBms5lJkyaRmJh42s6AzMxMpk+fzltvvcWQIUPaaLUqKiqnQRVYKiqthbMSJYoiM2fORK/X8/LLL/P111/z1VdfMWrUKO68804ANmzYwL59+9DpdMyaNQv4Y7arsyKKIgsWLGDdunUsW7aMHj16nPL4xsZGjEYjoaGhituYJEks+N7IzRGwak81Qb5epBobCfB0xSHJlNZbT/mcni4aegR5Mravnt6GFuF2qVSyoCUcOisr64LNvBxthgAoAcAdUXy0FuXl5Rw6dKhDV15cv5mNULYfofYwdtcAJIcVV3sdkrcBwoegaTiCNXkNLpsXHNc22NbIssyRI0coLi7ucKYibY3FYlEcAPPz8xk/fjzJyclER0efVXXRbrej0Wg69d8PFZWLDFVgqai0JkeLJJvNRl5eHgsWLCA2Npb/+7//A+Dpp5+mpKSE8PBwcnJy6N27N08//fQFzf5pS7Zu3crMmTP561//ysSJE0+5URBFkQMHDtDQ0ICnpycNDQ2UOLy4oW8EOTUSQ6ICmb5qD/3C/fhyn4nKRhuSJKPRCFgdEgIgAaG+blSZbdwUH0yV2U6/8JZN25HaZib0D72kRJbdbic7OxuNRkNsbOx5D8Db7XYqKiqOMUPQ6/WXlDOc1WolMzMTLy8voqOjO9RGtqmpiYZ931JTW0vUkbW4a8FVNCM0mBAczSBokAMikW3NCLKI2HMk9hvntfeyaWpqIjMzk8DAwHZrbW0PRFFk8+bNpKSksGPHDm688UYmT57M5Zdffsm8ByoqlwCqwFJRaW2Obverrq5m+fLlTJs2jaCgIL766is+/vhj5s6dS0JCAgD9+/fnmmuu4ZVXXrloRFZNTQ0zZszA09OTN95447jQUVmWqa2txWQyUVtbi5ubG01NTcTHxx+Xr5VeUKM4DaYX1BDm7056QS0NFgcBni4U11pw0QrYRRk/Dx2NFgc9g72IM3iTbWrkhrjgi97s4s/IskxpaSmFhYXnVCUQRVERVVarlZCQEPR6fYc0fWgrZFmmqKiI0tJS4uPjj2ttbUtO1J4ZEhKCa0k6uv0pCGUZaBpLkF19wd6EYKkBjQ4x7jaEsgykXmMQI646J0v31kSSJA4fPkxlZeVFHU4sSZJiq/7f//6XoUOHkpyczDXXXNOhxLqKikqroQosFZW25OOPP8ZoNPLss8/i7e3Npk2buPXWW/nkk0/w8fFRnI8uBiRJYtmyZSxdupT33nuPhIQEfv75Zz7//HOCgoK455570Ov1BAQEoNFosFgsZGRkKFe0/1z5Si+oYe2eUib0D2XxxnxiQrzYWVi2lS+5AAAgAElEQVSHq1bA3UXLrqI6ZLnlC8pFA246LU12kQAPF4K8XZlzU8wlJbLgjypBUFAQkZGRp6wmSpJEZWUlZWVlmM3mY8wQVP7A2dqq1+uJiIhoM6MIu92uiCpZlk/anunMw9IWbgGHFaE6F01ZBgBS+GCE+hLEXmNwXPFgm6z7TKivrycrK4vQ0FC6devWIU1FzhanA2BqairffPMN0dHRJCUlMXbs2Ismm09FReWkqAJLReVC8meHwCVLlrBhwwZWr15NfX09kyZN4vrrr+fJJ59kzZo1fPLJJ3z22WfHtF+dq8tgR0CWZVJTU3nsscdwcXGhT58+TJw4kXHjxp2wxcxp1lBbW0tCQsJxxzirWSu3FjJ1aATTV+0hyNuVnYV1HKm1KC2DAFpAFiA62IsGi4PBkf6XXLsgtLyneXl51NXVHfeeSpJETU0NJpOJ+vp6unTpgsFgwMfHp9P+zLUFkiRx6NAh6uvrT/hz2lqIoqhkVdntdqWSeCYmJprCLbhsXYRQeRAcTSCJCA4LCAJoXXEMehDxqCDj9kYURXJzczGbzZ02nNjpALh69WrWrl2Lj4/PCR0AVVRULnpUgaWi0lbs3buXmJgYZsyYgcFg4IcffiAiIoKVK1fi6+tLcnKyMuRcXl6OxWIhIiKivZd91siyTEZGBikpKXzzzTfExcUxfvx4fvjhB6qqqli8ePFxbYB/prq6mpycHKKjowkODj7pcU7BBTBhSToOSeZwdTPuOg0aARqtIp6uWsL8/8jHutTaBZ0439MePXrg6uqqtGcGBARgMBjw8/NTRdVZ4nxPW9NUxFlJNJlMNDU1ERwcjMFgOKf2OWc1C8D1q0eQffQI5kqw1iPF3oojfgLaov+1u/HF0VRXV3PgwAG6d++OwWDoFD+TdXV1rF+/nrS0NJqbm5k0aRJ33XWXGq6sonLpogosFZW2wG63M2HCBMLDw/nnP//J/fffT3V1NfPnz6d37940NjYyf/58Jk+eTGBgII8++ije3t48+uij9O/fv72Xf8Z88MEHLFmyhO7du3PXXXcxduxYZW7HWc169dVXWbhwIVdeeeUpn8tms5GZmYmnpycxMTGnHABPL6jhuS+zqWmyY7WLaDQCNrHlqyrQ0wVXnYYpQ8OZOjTiGFF2qSDLMvX19ZSUlFBaWoqbmxsxMTGdJgC4I+M0FREEgbi4uHMyFZFlWakk1tXVXZBKotuSoeBjQFO2F9kjyPnKyB6BWO/9oVVeo7VwhhNLkkTv3r07pPW/xWLhP//5D6mpqRw+fJjx48eTlJR01g6AKioqFyWqwFJRaUv+7//+j7179yJJEm+++Sb9+vUDICMjgylTpjBt2jS2bNlCREQEc+bMwd/fH2jJ5NHpdHz//fccOHBAsXbvaGRkZNC9e/dTGgDk5+czZcoUbrjhBp544olTDnk7jQVMJhMJCQknvIqfXlBDekEtR2qbAdhZWEe9xYHdIWGXZC4L86G0zoqPu46/3xRDekHtJZOT1djYiMlkorKyEi8vLwwGA4GBgZSWllJcXEx8fDy+vr7tvcyLgtLSUg4fPkxsbCwBAacX8E7RazKZqK6uxs/PD4PBQEBAwAXZoOu2L8VxxYMtlu5HdoBvV4SaAtBoEXuOBHf/DtUyCH9Y5DsvBrQ3DodDcQDctWuX4gDYv39/9UKFiorK0agCS0WlramqqsLd3f0YsfDuu+/y2GOP8cwzz9CvXz/uuOMO5T673Y6Liwvl5eV0794dNzc3li5dyqRJk9pj+a2CzWbjueeeY8eOHSxbtuy0rTT19fUYjUYiIiLo2rXrSY+bvmoPWaZGGiwO3F00NFpFADx0AjqthruHdFOs2+HizMhqamrCZDJRUVGBu7s7BoOBoKCg44Ss2WwmMzOzzc0aLmaam5vJzMzE39+fHj16nHDT7RS9FRUVeHt7YzAY6NKlS5tt0DWFW3DZvADr7R/i+s0sNOVGxO7DkINikUL6oC3e1qFaBp3hxO7u7vTq1avNXfckSWLPnj2kpKTw888/c+WVV5KcnMyIESNUB0AVFZWToQosFZX2or6+ntmzZ+Pt7U1zczOBgYG8/vrryv2SJCEIgrLxHTp0KDfeeCMvvfSSYgW/f/9++vbt216ncF7Issx//vMfnnzySV566SVGjRp1yk2+w+EgOzsb4IStWOkFNSzemE+Yf8tw/Lb8GuyiTJNNxC7JuGkFwgM8kGn55pOBv//uLNjZ2wZPZNsdHBx82tYqSZLIzc2lsbGRhIQE1d2sFZBlmYKCAioqKpSqa3NzMyaTifLyctzc3JTPpz026JrCLbj8/BK4eIIsI1QfAtGKoHNF8uuOFD4EsecNyvEdoZp1dDhxXFycUtm/kK+Xm5urOADGxMQwefJkxowZo/6OqKionAmqwFJRaU/mzZtHbW0tf/nLXzAYDLi5uR0TVuwUUk899RQbNmxg586dymPvvfde9u/ff8xtnRGTycTUqVPp3bs3L7zwwmk3MM5WrBO1tzmF0px1RtILavF201JvcVDRYEOnFYgI8MBsExkc6U+2qZG1MwcrLYaPXBvVqYSWzWZTRBXwRxbSn2y7z4SqqioOHDhwWlMRlTOnsrISo9GIRqPB3d2d0NBQQkJCOtQ8kcvmBQh1RWBvarFylxzIAZFgqW8RYC7uWCd91t7LVGhqasJoNJ6yQniuOB0A09LSWLt2LX5+fooDYEdso33rrbf44IMPEASBvn378uGHH9LU1ERiYiIFBQVERkaSmpqqtKvOmzeP5cuXo9Vqeffddxk9enQ7n4GKykWNKrBUVDoqzrmrDRs2cOedd5KRkUF4eDgA69ev58EHH8RoNNKlSxeljbCzIooib7zxBuvXr2fZsmX06NHjlMefrr1t8cZ8sk0NHCw3U222IQsCzbaWdkEZ6ObvTk2TnTiDN2X1VgZE+DGhf2iHn8+y2+2Ul5dTVlaGKIro9XpCQkJaxdLaZrMprVgxMTFq+9M58OfPJzg4GLPZjM1mIyEh4ZzE74VCU7gFlw3PIZjLQecOsgyOZgRHM7h6IQXGgCxiv/opoKWSpSnc0u4VraMrhPHx8eed01ZbW8uXX35JWloaFouFxMREEhMT0ev1rbTi1ufIkSMMHz4co9GIh4cHkyZN4uabb8ZoNBIYGMjTTz/Na6+9Rk1NDfPnz8doNJKUlER6ejolJSWMHDmSAwcOqL/jKioXDlVgqah0RJxVrObmZqKionjzzTeZPHky0GIJ3KNHD/79738zevRobDZbh9q4nQ9btmzhoYce4rHHHmPixImnDcY9ePAgTU1Nx21ej65EzVln5NeDVTRaRXzcddRbHCDLaAQBP08dzTaJfuG+WB0tCVqPXBvVoapYoihSUVGByWTCarUSEhKCwWA4oyyks0WWZYqLiykpKSEhIUENGT4DRFFUbNUtFssJP5+Kigpyc3M7XIXw6FBioa4IwbQfobEUZAkBGUQbuHgi+4Qihg0Gzy4dZj6roaEBo9GIwWA46xnC5uZmxQGwqKhIcQDs2bNnp5hFPHLkCEOHDmXv3r34+voyfvx4Zs2axaOPPsrGjRsJDQ2ltLSUa6+9lpycHObNmwfAnDlzABg9ejRz5849rZOriorKOaMKLBWVjsbRwcKjRo1Cr9ezatUq5f6JEyeyadMm1q5dy/r169m/fz9vvPEG8fHxwB9thZ2VmpoaHnzwQby8vHjjjTdOm//j3LzGxsaeMF/LOZvV1c+NsgYbmSUNOCQZSZIRBHDTabCLMv6eLgyO9CfMv2Vj3J55WSfKQtLr9W0meBobG8nMzCQ0NJRu3bp1ik1nWyJJEtXV1ZhMJhoaGpSsqlN9Ps4KoZubW7uYNZwKl80LlP+W3XzR5nyF0FTdIrAEkF19EZCR9H1x9E1s9yqWE+cMYUNDA/Hx8ae86OBwONi0aROpqans2rWL0aNHM3nyZPr169cpvy/feecdnnnmGTw8PLjxxhv59NNP8ff3p7a2VjkmICCAmpoaHnnkEYYOHcrdd98NwP3338+YMWO4884722v5KioXOyf8o3n2IR4qKiqthnMz+9Zbb1FQUMCPP/6o3PfSSy/x3XffERUVRWFhIfHx8YwfPx5XV1dFWGk0mmPmuDobAQEBpKSksGzZMm666Sbee++9Uxp5BAcH4+PjQ2ZmJtXV1cfNZgyODCAmpJzC6mYOVzXhptOgkWTqLQ4EQEBCp9Xg465jV2Fdu4UROzftZWVl1NfXExQURGRkZKtmIZ0p3t7eDBo0iIMHD7Jnz54O197WHsiyTG1trRLQHBgYSLdu3fD19T2jz8fV1ZV+/fpx5MgRtm/f3qEs8sWjBJMUcRWa8kywmtE0liK7eqOxtMxpac1laMozkL1CsA99tN2FlkajoVevXtTU1JCSkoLZbOahhx5Sfv8lSWL37t2kpKSwceNGrrrqKqZNm8aKFSs67fcjtFyEWr9+Pfn5+fj7+zNx4sRjLsL9mRNdNFcvmqiotD2qwFJR6QCUl5djs9kU4fTbb78xd+5cDh48yNtvv83AgQOJjo5GFEWeeOIJQkJC2LFjB++88w7dunUDjq2GdSY0Gg0zZsxQNkT33HMP999//0mvNLu7uzNgwADy8/PZuXMnffr0OeZq9nM3xwIt1awFP+ZS1mBDI4BWELCKMu6uAqY6C15uOgZH+ivHXmiR9edNe0BAAGFhYcTHx7f756bVaomLi6OiooKdO3fSq1cvunTp0q5ramtkWaahoQGTyURVVRW+vr4YDAbi4uLO6fMRBIHw8HACAgIwGo2KiG7vz/rPQsnRNxH6JuLy80sIjWXIgga8QxGaysFciWAzt9NKT0xAQADjxo3jL3/5C99++y3PPvssP/30E99++y29evVi8uTJvPnmmxeNA+CGDRuIiopS2k1vv/12tmzZgl6vp7S0VGkRDAkJASA8PJyioiLl8cXFxaeMu1BRUbkwdL5auYrKRci8efNITU1Fklpmg6Kjo1m9ejU9e/bkwIEDiGKLacP48eNJTU3l9ttvZ/Lkydx6660cPnwYgMWLFzN37txWX1tkZCR9+/alf//+DBo0qNWf30nfvn359ddfycjI4J577qGmpuakxwqCQI8ePYiJiWHv3r2Ku96fsYkyoiTj565DkmU0AjTbRERJpkeQJ4MjA1i7p5T0gtoTPv58kWWZuro6cnJy2Lp1K6Wlpej1eoYOHapYULf3hvtogoODGTBgAIcPHyYnJ0f5ebyYMZvNHDp0iG3btlFQUIC/vz9DhgwhISGBLl26nPfn4+XlxcCBAxFFkZ07d9Lc3NxKK28dpIirkCKuwn7d80iRI5C9QxGaKkHrBlpXBHMZrhueQbd9aXsvFWj5nbJarQwbNgxJkrjzzjtpbm7m119/JTU1ldtuu+2iEVcAERERbN26laamJmRZ5qeffqJ3796MGzeOlStXArBy5Upuu+02AMaNG8fnn3+O1WolPz+fgwcPMnjw4PY8BRWVSxJ1BktFpYPx55a/cePGMXv2bGpra5k/fz4PPPAAK1asYOnSpXz66adMnTqVnj17Mnr0aB588EGSk5NbdT2RkZHs2LGDoKCgVn3ekyHLMqmpqbz66qssXLjwtMPZdrsdo9GIq6vrcfMu6QU1v/9by2fbi9FqBOqaHeg0AmEB7vi568gyNTKqdzAT+oe2Sk6WLMs0NjZSVlZGRUUFPj4+6PX6Ng2YPV9kWaawsJCysjIl3+liwmKxKFlVLi4uSlbVn/PWWpva2lqys7OJiIggNDS0Q4lr+MMIw+Wbx9DY65ElCdx8wdYAOg8cgx/CccWD7bK22tpa1q9fT1paGjabjcTERCZNmoQgCMyYMYPg4GAWLlx4UZq1vPDCC6SkpKDT6bj88sv54IMPaGxsZNKkSRQWFhIREUFaWpoyl/rKK6+wYsUKdDodb7/9NmPGjGnnM1BRuahRTS5UVDoj27Ztw2w2U15ezsGDB3nuuefYsGEDTzzxBEajkZKSEqxWKy+++CKPPfYY8fHxrdou2NYCy8mhQ4eYOnUqo0aN4vHHHz/lHMXpHPEWb8xnb3Ed/cL9yCypJ6O0AVn+vS3M4qB/Nz+O1FroEeRJkLcr88bHn7XQMpvNlJWVUV5ejoeHBwaDgaCgoE49/9HQ0EBmZibh4eGEhYV1OEFwNhydJSYIgmJ739bzZg6Hg5ycHERRpHfv3h0yckG3fSma8kyE6jyE6lzk4N4I1bmI0aMR4ye02TxWc3Mz33//PWlpaRQVFTFhwgSSkpLo0aPHMT+LsiyzcuVK3n33XRYtWsSwYcPaZH0qKioqqAJLRaVz88MPP/Dyyy/z5Zdf4u/vj81mY+/evVxxxRV8/vnnvPXWW/z000+KuFizZg179uzhpZdeOq/XjYqKIiAgQLlS/OCDbXcF22az8eyzz7Jr1y6WLl2KwWA45fFOO+ewsLBjBMHKrYVszq2mstGGj7uO3HIzTXYRSZJBEOgV4oWnq5Ywf3fC/D145NooFm/MP21OVnNzsyKq2rIS0paIokhOTg52u53evXt3KgMMh8NBeXk5JpMJh8OBXq9Hr9e3SpbY+VJWVkZeXt5JHTHbG03hFjRlGei2L0V290OwNSLG3Qo6d8Tf2wovBA6Hg19//ZWUlBT27NnDTTfdpDgAnk7gFxQUMHPmTD788ENCQ0MvyPpUVFRU/oQqsFRUOjsLFy5k+fLlzJgxg/vuuw9vb2/sdjt33nknt9xyC9OnT8doNLJp0yYWLlzIk08+Sb9+/fDy8qJ3797n9JolJSV07dqV8vJyRo0axaJFixgxYkQrn9nJkWWZ77//nqeeeop//OMfjBw58pQbLacgcDgcJ6wQLN6Yz68HK7E6JAqqmhGllq85rUbAXScQa/DBYhexiTJ/vynmuCqW1WpVNu0ajabdKiFtTXl5OYcOHeqwgsCJKIpUVVUptvchISHo9foO2eZosVgwGo14e3sTHR3dIVtIdduXIljr0RRswnr3+gvyGpIksWvXLlJSUvjll18YNmwYSUlJXH311Z26AqyionJJoAosFZXOytF5V7t27WL79u3MmDEDaBFACxYs4I477iAkJIRJkyYxduxYrrzySsaOHcvWrVtJSkpi3rx53HXXXee1jrlz5+Lt7c3f/tb2AaSlpaVMnTqVPn368Pzzz59W0JhMJgoKChQzCSfTV+0hr7KJMH93ZFlmV1E9Wo2ARoBYvTdFNc04RJkwf3duiGtx7vJ0gdGRrvycWUxsgEaphFxMw/RngsViITMzE19fX3r27NlhBIEkSdTU1GAymRTbe2dWVUdva3TOu5lMpg4X+Kwp3PJHMHFdkVK1ao0KlizLHDhwgNTUVL777jtiY2OZPHkyN91000V/sUJFReWiQhVYKiqdGefv6p83jOnp6dx9992MHz+e4uJiunfvzrx585T7MzIyeOuttxgwYAAPP/zwWb2m2WxGkiR8fHwwm82MGjWK559/nptuuun8T+gcEEWR+fPn8/XXX7Ns2TKiok7fwpeRkXGMRbbT+GJwZABTPtpFg8XBlT0C+W9OBR4uWhqsDqWatWR8d/6bUURGuY0Zw8JZl2vjryN7tcWpdlhkWebw4cOUl5fTp08fPD09220ddXV1mEwmampqCAgIwGAw4Ofn1+FF1Ylwtrd21MBn129mYxv7znk9hyzLlJaWsnr1atauXUtgYCBJSUlMmDABHx+fVlqpioqKSpuiBg2rqHRmTrbh+uijj8jNzUWr1TJt2jRGjRql3JeTk0NaWhrBwcHcd999Z/2aZWVlTJgwAWiZjUhOTm43cQUteU1///vfueaaa0hOTuaJJ57gjjvuOOl74+HhwcCBAzl06BC7d+8mISFBaflLL6ghr7IJL1ctGSX1NFkdFNZYgJb8ChlIXJWDm6sLkV28iYyMRFeQ3yaZWR0ZQRCIjIwkICCAffv2takjntOh0WQyUVlZiY+PDwaDgV69enWYatq54uPjw6BBg8jNzWX37t3Ex8d3iFkxJ7Jft3N+rDMsd/Xq1YoD4FdffaVkN6moqKhcbKgVLBWVTk5BQQGffPIJzz333DG319TUkJKSwu7du5k9ezbx8fHttMILQ3V1NQ8++CC+vr7Mnz//tDM2VVVVHDhwgJiYGMURceXWQu4ZHM4TqXsprGqkwergslBPfsxrRgC6+rkjCFDX7MDLVYve140Gi4Mb4oIZHOl/SQstaDtHvKamJsVW/WJxaDwVzp/VHj16oNfr23s5QEu74Nm0BTodAFNTUzly5Ajjx48nOTmZqKioDledU1FRUTkP1BZBFZWLjaNns6Blw6vT6ZAkia+++opvv/2WMWPGMH78+HZc5YVDkiTef/99PvjgA5YsWUJCQsIpj7darWRmZuLt7U1gYCDl5eVsy6/m20KwSFq0Wi0ltRaabCJaTct3poerFotdJNDThSFRAYT5exwjri71iha0zLvl5+cTFxdHQEDrvBdWqxWTyURZWRk6nQ6DwUBISMhF5dB4Kux2O1lZWWi1WmJjYzvFeTscDn755RdSUlLYu3cvY8aMITk5+YwcAFVOzoEDB1i1ahUjRoxg5MiR7b0cFRWVY1EFlorKxcqfc6/+97//kZaWRteuXdvFkKKt2bdvH/fddx9TpkzhvvvuO2G7mCzL1NfXU1paSllZGQC9evXCYDCw/XAt0BJIDLC3uA5Zlqk02ympteD43WnQRQPXxwWTZWpk5O9VrPSC2tPauV8KNDc3k5mZSUBAAFFRUefUsme325WsKlmWFTORS9X0wDmzVFhYeJxZS0dBkiR27NhBamoqv/76K8OHDycpKYnhw4dftBXGtsL5vf6Pf/yDf//73yQmJjJr1qwO7eKponIJogosFZWLnZKSElxdXfn4448pLi7m+eef75CbsguB2Wxm9uzZVFdXs2jRIgICApAkifT0dDIyMkhISFBmdgIDA2loaCArK4vIyEglX2vxxnx83LX8lF1JvcVBk03kSG3LXJa7ToPFIeHtqsHdVct9V0UwdWjEGeVlXSrIskx+fj5VVVX06dMHDw+P0z5GFEUqKiooLS3Fbrcrtupn8thLhdYQr62JLMvk5OQoDoC9e/dm8uTJjB49+pIVw63JnzsTAHbs2MHy5cuZOXMm/fr1a6eVqaionABVYKmoXMw4HA5ee+01vvzySy677DJmzpzJoEGD2ntZbYosy3z++ee8+OKLXHHFFWzbto3w8HCmTJnCHXfccdwV9aPbsOLi4thZVM/gyABWbi0k29TIkVoLYf7u/C+vhkarA1kGnVZAIwhYHRJ9uvrgptPQL9wPQJ3L+p3a2lqys7Pp3r37CQNfJUlSsqrMZjPBwcEYDIYOmVXVUZAkiYKCAqqqqkhISGhz90ZZlikpKVEcAIOCgkhKSmL8+PGqA+B58ucOBGj5Pv/222/x8fHhuuuuo6amhtmzZzNu3LhTGvuoqKi0OarAUlG5FFi2bBnh4eGMGTOmvZfSphw+fJiUlBTWrFmDp6cnTU1NjBo1iieffPKUrUrOjWNRUZFS5XKyeGM+e4vryDY10mh14O6ibRFagEaA6cO689+cSubcFAOgiqujsNvtZGdnIwgCcXFxaLVaJauqrq6OwMBAQkND8fHxUTeLZ0FdXR1ZWVmEh4cTFhZ2wd+7mpoa1q1bx+rVq3E4HCQmJpKYmEhwcPAFfd2LHVmWkWX5hNXIVatW8cYbbxAdHc2sWbMYNmwYOp2Ol19+GVEUeeihh1QHRhWVjoMqsFRUVC4uTCYTaWlppKWl4ebmRmJiIrfffjuBgYHYbDaeeeYZdu/ezdKlS5U2wJPR2Nio5BCFh4crmVnpBbX4uGv5Zn8Z2aZGdNqWVkEN4KbT4JAkwvzdubmPQWkVVI0vWpBlmby8PIqKitDpdAQGBmIwGAgICFBF1XkgiiIHDhzAarUSHx/f6m15TU1NigNgaWkpEyZMICkpScmS62jU1tbywAMPkJGRgSAIrFixgtjYWBITEykoKCAyMpLU1FTFgGXevHksX74crVbLu+++y+jRo9tknScTVVu2bKFLly707NkTnU7H3Xffzd13361EYjhbBjdt2sSHH37IX/7yl0uuO0FFpQOjCiwVFZWLi3//+99UV1dz5513nlBAybLMd999x9NPP83LL7/MDTfccMoNoiiKHDx4UNm4uri4HCOWxi9Jx9ddR1ZpA3ZJxlWrQQIkUSKiiycT+hvUuSw4JqvKy8uLgIAASkpKCAoKUm26W5GKigpyc3OPiR44V+x2u+IAuH//fsUB8LLLLuvwn9fUqVO5+uqreeCBB7DZbDQ1NfHqq68SGBjI008/zWuvvUZNTQ3z58/HaDSSlJREeno6JSUljBw5kgMHDlwwQ47q6mq2bNnCLbfccsztlZWV/Pbbb3zxxRdkZmYSGhrKtddey1133cVTTz3Fs88+S1xcHHa7XRHQdrudGTNmcMMNN5CYmNgpnCVVVC4B1KBhFRWVi4vk5ORT3i8IAjfffDP9+/dn6tSpbNy4keeff/6kV/yds1jl5eXs2LGDuLi4YypRE/obaLCIhPm788vBKly0Gmqb7AgC1DbZWba5kM251QR5X3qD/s3NzUpWlZubGwaDgaioKGXj2rVrV/Ly8ti5cyd9+vTpUCG6nZXg4GB8fX0xGo1UVlYSExNzVkLB6QCYkpLCpk2bGD58ODNmzGD48OHtbqRxptTX1/Prr7/y0UcfAeDq6oqrqyvr169n48aNQIsAu/baa5k/fz7r16/nrrvuws3NjaioKKKjo0lPT+fKK69stTUVFRWxYcMGkpOT2b59OytXriQiIoLLLruMzz77DIvFQkREBC+++CLXXXcdO3fuZNu2bTz11FNcc8011NbW0tjYiCAIuLq6IkkSNpsNd3d34uLiMBqNlJWVERYW1mprVlFRaV06xzeoioqKynnQtWtXvv/+e3tmhaEAACAASURBVIKCghg7diz5+fmnPD4kJIT+/ftz6NAh8vLycFb6pw6NwMddS2WjjWabSJPVgSTLOESZikYbdU12csoaAJizzsjijfmkF9Rc8PNrL2w2G4WFhWzfvh2j0YirqysDBgygf//+GAyGYzb7Go2G6Ohoevbsye7duxWrfJXzw83Njf79++Pl5cWOHTuor68/5fGyLJOVlcWLL77IsGHDWLp0KWPHjmXXrl0sWbKEESNGdBpxBZCXl0dwcDDTpk3j8ssv54EHHsBsNlNWVqYYrISGhlJeXg7AkSNH6Natm/L48PBwjhw50mrryc7OZvz48axfv14RcT179mTHjh0ArFu3jquuuorBgweTkJBAaGgoDoeDIUOGEBQURH19PaNHj+b111/niy++YOXKlTzyyCNkZmYCMGnSJPLz8zl8+HCrrVlFRaX1UStYKioqlwRarZa///3vjBgxguTkZJ544olTunF5eHgwYMAA8vPz2bVrFwkJCbi7uzN1aIs9e3pBDWv3lLLzcC2l9VY8XVrERKNVYtPBKrr6uzNvfPxxz9vZ57PsdjsVFRWYTCZEUUSv13PZZZfh5uZ2Ro8PCAhg0KBBZGVlUVlZqRhgqJw7giDQrVs3AgMD2bRpE+np6fz9739XWsicRi5paWmsXbuWkJAQkpKSePbZZzu9A6DD4WDXrl0sWrSIIUOGMHv2bF577bWTHn+isYjWbIH08/Nj3LhxiriLiIggKiqK7Oxs1qxZQ0hICLGxsQD07NkTm81GSUkJERERGAwGvvvuOxYsWECPHj1YtWqVYmoxcOBAoMXE6H//+x8zZ85stTWrqKi0Pp3nMpWKiopKKzB8+HB+/vln1q9fz6xZs2hqajrpsRqNhp49exIVFcXu3bupqKhQ7hscGUCYvwcDu/vj5apFqxFAAJ1GwGwTyS03/26ScWwFyxlm3JkQRZGysjL27t3Lrl27sFqtxMXFccUVVxAREXHG4sqJi4sLffv2xd/fn+3bt5+26qJyZnh5eXHttddSVVXF9ddfz65du1ixYgVjx47l/vvvx8/Pj2+//ZZvvvmGu+++u9OLK2ipQIWHhzNkyBAA7rzzTnbt2oVer6e0tBSA0tJSxXUvPDycoqIi5fHFxcV07dr1rF5TlmVEUTzhfaGhoURHR7Nz506qqqpwd3cnOjqaQ4cOMWvWLK655hrl2Ouvv56ffvqJpUuXsnXrVvLy8pRZrVtuuYXPPvuMtLQ0rr/+euUxSUlJHDhwgBEjRpzVmlVUVNoWVWCpqKhccgQGBpKWlsbAgQMZPXq00n5zquMHDhxIcXExOTk5SJIEtOReTegfyti+evS+btgdEjZRQhAEbJLMnHVZPPdltiK0Vm4t5Ehtc1uc4nkjSRKVlZVkZGSQnp5OQ0MDPXv2ZMiQIURFRZ13DpMgCISFhdG3b1+ys7MpKCg4YXVB5eyQJImrr74ag8HAuHHj2Lx5Mx999BG//PILDz/88EVnr24wGOjWrRs5OTkA/PTTT8THxzNu3DhWrlwJwMqVK7ntttsAGDduHJ9//jlWq5X8/HwOHjzI4MGDz+i1nD+fgiAoVdc9e/YoF2mc3wsxMTHodDrS09OV/4+NjSUwMJB169YxY8YMmpubGTBgAN26daOmpoZ//vOfjB07luHDhyuvJQgCkiQpzwvQp08fXFxczus9U1FRufCoLoIqKiqXNHv37uW+++5j2rRp3HvvvaecP5FlmaKiIkwmEwkJCccE46YX1LDgx1zyK5vQaTWIkgwCiKJMnMGbJptIRaONIG9XRsa1bHI7WjCxLMvU1tZiMpmora0lICAAg8GAn5/fBXWSkySJQ4cO0dDQQHx8vGqAcZbY7XY2btxISkoKGRkZ3HzzzSQnJxMREcGsWbOQJInFixfj7+/f3ku9IOzZs0dxEOzRowcffvghkiQxadIkCgsLiYiIIC0tjcDAQABeeeUVVqxYgU6n4+233z7rzEC73c7ChQv55JNPCAsL4/XXX6dfv37K/ZWVlbz//vuIosjzzz+Pw+Hg008/Zfv27bz88sssWbKEzz//nLfffpvdu3dTU1PDk08+ibe3d6u+LyoqKm2CatOuoqKiciLMZjOPPvoodXV1LFq06LQb0fr6eoxGIxEREce0FznnsmRZ5oesSgI8W640W+wibjoNdlFGBjb/bTgrtxbS2+DT7gJLlmUaGhowmUxUVVXh6+uLwWAgMDCwze25q6qqOHDgAD179lSDVE+DJEls376dlJQUNm/ezNVXX01ycjLDhg077iJBSkoKr732Gm+//fYxLWoqx1NcXIy7u/sxtveyLGOz2fjll18ICQnBz8+P2bNn88UXX5y0mpSWlsaPP/7I3Llz6dq1Kz/99BPLly9n1qxZDB06lLKyMvR6PZs3b2bhwoU888wzypyViopKp0IVWCoqKionQ5ZlPvvsM+bPn8/bb7+tzHScDIfDQXZ2NgBxcXGKocDKrS1W7TsL69D7uFJUa0H6/ZtUC4iAp4sGnUbgutggJvQPbReRZTabMZlMVFRU4OnpicFgICgoqN0d5Gw2G0ajETc3N3r16qUaYByF0wEwNTWV77//nr59+5KcnMyoUaNOGzZcXFzMtGnTmDdvnhpS+yfMZjP5+fn06dOHV199leHDhzNixAgsFgvbtm3jmmuuoaioiPnz5xMbG8u9995L9+7dmTlzJgaDAVdXV8aNG0fXrl0RRRGtVsuePXtYvnw5I0aMYOLEiVRVVWG1WunatavS/uckLy+PHj16tOM7oKKich6oAktFRUXldOTm5jJ16lTGjBnD7NmzT7vBLy0t5fDhw8THx+Pr66vc/sjn+9hTXE9tkx2NRsAh/fF16qHT4KJtEVhh/h5tFkpssViUrCoXFxcMBgPBwcEdLrBUlmWKi4spKSkhPj7+ojBjOFdkWebIkSOkpaWxbt069Ho9SUlJ3HbbbWfdUiZJLfOBHT04uK1wiqEPP/yQlJQU0tLS8PHxYefOnQwcOJDt27czbtw4xSxj2bJlZGdn8+qrr/Lrr79SUlKCw+Hg/fffp3fv3qxcuVJ5zrq6Oj744AMcDgdPPfVUO5+piorKBUQVWCoqKp2T2tpaHnjgATIyMhAEgRUrVrRqMOifsdlszJkzh/3797NkyRIMBsMpjzebzWRmZqLX64mIiFA2sIs35nOktpnM0gYqGmw0WBzKl6pWAD8PF6wOicguHvQN8+W5m2Nb3cbdZrNRXl6OyWRCEAT0ej0hISGnrXh0BBobG8nMzCQ0NJRu3bpdUsKgqqqKdevWsXr1agASExOZNGnSMa1rKq1DbW0td911F6+++ioDBgzAz8+Pr776ihEjRnDjjTfy8MMPc9ttt7Fp0ybWrFnD6NGjuemmm5THr1q1ii1btvDee+8d87zr1q3jhRdeoEuXLnz44Yd07969rU9NRUXlwqMKLBUVlc7J1KlTufrqq5VB9qampgs+sC/LMt9++y1z5szhlVde4frrrz/lBl+SJA4ePEhTUxMJCQm4uroqFu2LN+bTbHOQX9WMzSHh6+FCTZMdV61ATIgXdlGm3uLg2l5dCPB0VSpa5yq2HA6HklVlt9vR6/Xo9fpOaR4hiiK5ubnHvK8XK2azmW+//ZbU1FTKy8u5/fbbSUpKonv37peUuGxtZFlGkqTjqtEFBQXMnz+f2tpa9uzZQ1JSEs8//zyPP/44oijyzjvv8Prrr7N3714+/fRTqqqquOeee7jpppt49NFHmTFjBtu3b8fPz4+FCxcyYMCAY56/vLycjIwMBg0adEx1W0VF5aJCFVgqKiqdj/r6evr160deXl67bDJLSkqYMmUK/fv359lnnz3tBr+iooLc3FzFlhlQDC2yTA2k7iih0mxDlkEjgLuLlgBPF3zcW9r0BkcGKAJr8cb8M24fdNqqm0wmmpqaCA4OxmAwHON02JmprKzk4MGDxMTEXFRVHLvdzs8//0xqaqriADh58mT69OmjiqoLQHNzMx4eHgC88cYb7N+/n+XLl/Piiy/y3XffsX37dvbt20dycjKZmZkUFBQwePBgcv+/vXuPqrpM/z7+3pxFgQIPnCQ0FAWndCtCrEwntcbKQ5LFwRFNsjWlTj3z2NjUqjWdJDuMZDkuK82Z0R4kzQNOmmXMmGX8yMNMbFRUUEFOgnI+7v19/vBxP7kyrEQ36Of1H3vfm++112LB/nDd3+s+coTq6mqSk5MJDQ1l6dKlZGdnEx4eTlBQkIPflYg4kAKWiHQ9+/fvZ86cOURERHDgwAGGDx9OWlraVQ0OVquVRYsWsW3bNlasWEFoaGi765uamsjNzcXHx4f+/ftfMDgiu/AMS3Yeo7y2mbMNrTS12XBxMuHqZKKx1caNnq4M8u/BrcE+FJ9tZNGUiB+9jmEYVFVVUVpaSk1NDT179sTf358ePXpckx/Om5ubsVgseHp6EhYW1mUHYNhsNrKzs0lPT2f37t3ccccdJCYmEhsb6/AhI11ZYWEha9asYe/evTz++OPExsbi4eFBWVkZy5cv55///CexsbFMmTKF0aNH8+ijjzJ27FgefPBBWlpaGDduHC+//DKjRo0iKiqKF154gQkTJvD000+za9cumpqamD9/PhMmTLjgPLEf65CJyHXhon9s9ZtcRDq1trY29u7dy+9+9zv27dtH9+7dSU1Nvao1ODs78+yzz7Jo0SISEhLYsGFDu4fienh4YDabcXJyYu/evTQ2Xni4cJvVRmPLudHtTiZosRrUt9q4oZsLrVYbx0438O/80wTd0I23swp4O6vAvt3w/FlVBw8eZM+ePZSXlxMYGEhMTAwDBgzAy8vrmgxXAO7u7gwdOpRu3bqRk5NDXV2do0v6yQzDwGKx8PzzzxMbG8vKlSuZPHky+/btY9myZdx+++0KV5dh4cKFhIeH4+7uTlRUFMuWLWPt2rUAfPHFFzg7O5ORkcGoUaPsQyfq6urw8vKioaEBNzc3vL29SU9PB2D06NH89a9/BeD5558nPT2dnJwcZsyY8YPDmr9/8LCICKiDJSKdXGlpKTExMRQWFgKwa9cuUlNT2bp1q0PqqaqqIiUlBV9fX1JTU/H09Gx3/fkw1K9fP/r06WN/PLvwDNmFZzld18KXRysxDHB1NhEZ4MUtwd7UNlkB7FsEz59Vdfr0aby8vOxnVV2vH8pra2uxWCwEBgYSHBzcKUPl+QmA69atY9OmTfj7+9snAF4rWzc7i/Xr1/Pcc8+Rm5uLYRikpaVRXV3N888/T2Njo33M+oEDBygrK+ODDz6gqqqKTz75hEcffZTo6GimT59OXl4eX3zxBc3NzeTn5xMbG3vBdaxWK05OTp3y501EHEIdLBHpevz9/enbty+HDh0C4PPPPyci4se3zV1pvr6+fPTRRwwbNozf/OY3WCyWdtffcMMNDB8+nNLSUvLy8rBazwWn88MrevZw45YgbyIDvWi1GhRWNZL53zIAjp+uY+NXFl5M/5Jjx47h7e2Nqc9AhgwZ0inOrHIkLy8vRowYQV1dHQcOHKClpcXRJdlVVlby3nvvcc899zBnzhz8/PzYtm0bW7ZsITExUeHqCoiLi+PUqVOUl5djMpk4ceIEgwYNAsDNzY2//e1v9O3bl5ycHB599FFWrVrFtGnTiIqKYsGCBZjNZgYOHMiSJUvw9vamV69ePwhXcK6brXAlIpeiDpaIdHr79++3TxDs378/q1at4sYbr/7hvBera/bs2cyaNYuZM2e2G3i+f7ZTZGQkPXr0sG/7Axga7MPj/+c/HDtdT3VjK7f2dCL/jBXvbm64uLiw8XfR9q7X1To3q6soLy/n6NGjDBw4ED8/P4fUUF9fz9atW8nIyKCiooKpU6eSmJh43Y2Xd6QHHngAJycnbrrpJlatWkVKSgrPPvssdXV1TJ8+naVLlzJ48GAee+wx3nvvPUpKSvDz82Pfvn2EhYVd1+eticgvpiEXIiIdrb6+nnnz5lFdXc3SpUsvOT7+/Na2oKAggoKCMJlMfHWkgr9mHaWgspE2A6yGiRarAZjo7eVGgI8Hf5tp5u2sAgAFrItoamrCYrHg5eXFzTfffFW6e62trezcuZN169ZhsVi49957SUxMJDIyUqHKAfbs2UNsbCwrVqxgyJAhLF68mJqaGrZt28Zzzz3HoUOHyM/PZ9asWfTs2ZO4uDg8PDzsPys2mw3guu4Mi8jPpoAlInIlGIbB2rVree2111iyZAkjR45sd73VauXgwYPU19fj4uJywVlVL2wvIOtwJU2tVlqtBpjAxcmEzTBwdXLCHOLDrcE+AIwMvaFDDyXu6gzD4Pjx45SXlxMZGXlFtuLZbDa++eYb0tPT+eqrrxg9ejSJiYncdtttnfaDudVqZcSIEQQFBZGZmUlVVRUPPfQQhYWFhIaGsm7dOntHeNGiRbz//vs4Ozvz1ltvcffddzu4+p/H39+fb7/9lqCgIAzDIC4uDj8/P5566ilOnTpFz549iYyMdHSZInLtUMASEbmS8vPzSU5O5p577uH3v//9DyaL2Ww2KisrKS0tpb6+Hg8PD+rr64mMjLR3vp7eaGHXkSr8urtSXttCc5uNFuu5Ue4jQnxosRqMDL1R4aodNTU1WCwW+vbtS2Bg4GV3kwzDIC8vj/T0dLZv386tt95KYmIi48aNw9XVtYOqvnLefPNNcnJyqKmpITMzk6eeegpfX18WLlxIamoqZ86c4dVXX8VisZCQkEB2djanTp1i3LhxHD58uEtNyEtJSaG6upqMjAwASkpKaGho4Oabb75g3fnPPuo0ishl0pALEZEracCAAXzxxRdUVVURFxdHWVkZbW1tZGZmkpSUxJtvvklVVRUhISFER0czdOhQzGYz+fn5FBQUYBgG9w8N4JHbQ9j0u2jCenkS4tuNPl7u+HV3o6SmGXNfH+aO6cfI0BsvuIdL/j9vb2+ioqKorq7mv//9L62trT/7exiGwcmTJ3njjTcYM2YML7zwAmazmT179vD3v/+dCRMmdIlwVVRUxNatW0lJSbE/tmnTJpKTkwFITk5m48aN9sfj4+Nxd3enX79+hIWFkZ2d7ZC6f6n58+dfcB9eQEDABeHq+8FK4UpErhQXRxcgInItcXd35/XXXyctLY1Ro0bh4uLCsGHDSExM5O6778bF5cJfu926dWP48OEcPXqUffv2cWtkpL0z1dxmo7KuBVdnE87OThSdaeLjA6WU1zYzZWgA2YVnAdTJughnZ2ciIiIoKysjJyeHQYMG/aTBKKdPn+bjjz9m/fr1ODk5ER8fz7Zt2xw2PONyPfHEEyxevJja2lr7Y2VlZQQEBADnAkh5eTkAxcXFxMTE2NcFBwdTXFx8dQu+TLfccgvLly//0ecVqkTkalDAEhHpIHl5eXz44Yds3ryZiIgIXnrpJf7xj38QFhbGXXfd9YNwdZ6TkxMDBgygsrKSvXv32qfh/e/xYeSV1lLbZGX9vlNEBPTA1dmJ7ONnOdPQik83F4rPNipgtaNPnz74+Pjw3XffUV5eztixY3F3d79gTV1dnX0CYGVlJVOnTmXNmjWd9nytnyozM5PevXszfPhwsrKyLrn+YrcMdMX3r+1/IuJo2iIoInKZ3njjDaKjo1m4cCERERHs3r2btWvXMnPmTLZv3463tzf33nsvx48fb/f7+Pn5YTabOX78OIcPH2ZEiA/JMSHMHdOPvjd247b+vtwe5othwOHyenJL6vim4AxPb7Rou2A7PDw8GD58ODk5OYwePRqLxUJLSwvbtm1j1qxZjB8/niNHjvDaa6+xZ88e/vjHP14T49V3797N5s2bCQ0NJT4+np07dzJ9+nT69OlDSUkJcO4epd69ewPnOlYnT560v76oqIjAwECH1H45tP1PRBxNQy5ERC7T1q1biY2NbXcL2r///W/mzZvHU089xZQpU9r9AHh+Gl5FRQWRkZF4enry4j8P8e2Jarw9XKiobaayoZWGZivdXJ0I8PEgMtCLQf49SI4JuRJv8Zpgs9l4//33efPNN7HZbEyePJnExERiYmI67QTAjpKVlcXrr79OZmYmCxYswM/Pzz7koqqqisWLF5Obm0tiYqJ9yMXYsWPJz8/vUkMuRESuMk0RFBFxpMrKSmbPnk3Pnj1JTU3F09Oz3fXV1dXk5eURGhqKv7+/vUv1yrZ8zja00tRmw2YzMJnAr7sbQTd48MjtN2nL4PcYhoHFYrFPABw6dChTpkxh48aNGIbBsmXL8Pb2dnSZV9z3A1ZlZSUPPvggJ06cICQkhIyMDHx9fQF4+eWXWblyJS4uLixZsoQJEyY4uHIRkU5NAUtExNFsNhvvvPMOq1evZvny5URERLS7vrW1lby8PJydnRk0aBDOzs68nVVA8dlGLCW1VNS1ENarO8Vnm2hus3H7zTcydVjgdR2yzk8AXLduHZs3byYoKIiEhAQmTZp0Qag9f3bZsmXLuO222xxYsYiIdFEKWCIincW+fftISUlh9uzZzJgxo90taoZhcOrUKU6ePElkZCR5lW0AfLy/hG+Pn6Wx1Ya7qxM1jW04O5no3cONqeaA6267YEVFhX0CoIuLC/Hx8UybNs3enbmYgoICZs6cyZQpU3jyySevYrUiInINUMASEelM6urqmDt3LvX19bz11lv4+Phccr3FYiEgIIDg4GD+5/hZ8kpr+Xh/KWcbWmlstdLD3YW65jZ69XBj2vDAaz5k1dXVkZmZSUZGhv38scTERIKCgn7yoIO2tjYOHjzIkCFDrnC1IiJyjVHAEhHpbAzDYM2aNfazs6Kiotpdb7Vayc/Pp7m5mYiICFxdXckuPMPH+0vYU3CGbq7O9OzhxqnqJrzcXZh8ax9MJhOD/b2umW2DLS0tfP7556Snp3Po0CHuu+8+kpKSGDx4sKbHiYjI1aSAJSLSWR0+fJiZM2dy3333MW/evEtObisvL+fo0aP2A3SzC8/w7pfHaWq1UttsxdvDheKzTXRzdcLZycT4wb2ZO6bfVXo3Hc9qtbJnzx4yMjL46quvGDNmDNOnT2fkyJHX/ARAERHptBSwREQ6s+bmZhYuXIjFYmH58uX06dOn3fWNjY3k5ubi6+tLv3797FsGPz94mqb/t13weFUj9c1t3Nb/RhKigu2v7QrdLMMwyM3NJT09nU8//ZRhw4aRlJTE2LFjf/TQZhERkatIAUtEpLMzDIPMzEyeeeYZFi1axJgxY9rd9maz2SgoKODs2bNERkbi4eHB6j0nWJNdTEVt87k1BphM5/4K9PZyxxziw6Ip7U8vdJTzZ4BlZGSwefNm+vbtS0JCAhMnTrzkWHsREZGrTAFLROSXOHToEA899JD962PHjvHCCy/wxBNPXLFrFhcXM2PGDMxmM88++yyurq7trq+qquLQoUOEhYXRq1cvsgvPkF14FqvN4PODFdzgee71vXq4E+Lbjd/f2f+K1f5LVFRUsGHDBtavX4+bmxvx8fE88MAD7U4AFBERcTAFLBGRy2W1WgkKCuKbb77hpptuuqLXamtr45VXXmHHjh28++67hIS0PxGwpaWF3NxcPD09GTBgADknqvl4fwm7jlTRZjOwGQYY4ORkok8PNyICvbh/aIDDtgvW1dWxZcsWMjIyOHv2LHFxcSQkJPysCYAiIiIOpIAlInK5Pv30U/785z+ze/fuq3bNf/3rX8ybN4+FCxcyefLkdsPH+UN2S0tLiYyMJLeihbzSWgb7e5F1+DRHKhpwcTKx9KFf4ex09UNMS0sLn332GevWrePQoUNMnDiRpKQkBg0apFAlIiJdjQKWiMjlevjhhzGbzcydO/eqXreyspLZs2fTq1cvUlNT6datW7vra2pqsFgshISEEBgYCMDbWQVYbQZWm8H/Gnfz1SgbONf1+/rrr8nIyODrr7/mzjvvJCkpiaioKE0AFBGRrkwBS0TkcrS0tBAYGEhubu4lJ/xdCTabjXfeeYfVq1ezfPlyIiLaH1Rx/gBdgEGDBrG3qNb+3JXeFmgYBt999x3p6ens2LEDs9lMUlISd955pyYAiojIteKiAUv/OhQR+Yk++eQTzGazQ8IVgJOTE/PmzePdd99lzpw5rF69GpvN9qPrXVxcGDJkCH5+fuTk5DDI15mRoTdesXBlGAYFBQUsXryYO+64g9TUVGJiYsjOzmb16tXcddddnSZcnTx5kl//+tcMHjyYyMhI0tLSgHPDQsaPH8+AAQMYP348Z86csb9m0aJFhIWFER4ezvbt2x1VuoiIdHLqYImI/ETx8fHcfffdzJo1y9GlUFdXx+OPP05jYyNpaWn4+Pi0u76+vt7eeQsJCenQ+53Ky8vZsGEDGzZswN3dnfj4eOLi4jr1BMCSkhJKSkowm83U1tYyfPhwNm7cyAcffICvry8LFy4kNTWVM2fO8Oqrr2KxWEhISCA7O5tTp04xbtw4Dh8+fMkDoUVE5JqmDpaIyC/V0NDAjh07mDp1qqNLAaBHjx588MEHTJw4kXvuuYecnJx213fv3p0RI0bQ1NTE/v37aWlpuazr19bWsnbtWu6//34SEhKw2Wykp6fz2Wef8cgjj3TqcAUQEBCA2WwGwMvLi8GDB1NcXMymTZtITk4GIDk5mY0bNwKwadMm4uPjcXd3p1+/foSFhZGdne2w+kVEpPPqHHs1REQ6OU9PTyorKx1dxgVMJhO//e1viY6OJjk5mUmTJjF37twf7ao4OTkRHh5ORUUF3377LeHh4T8rCDU3N9snAObn5zNx4kTS0tIIDw/v0hMACwsL2bdvH9HR0ZSVlREQEACcC2Hl5eXAuXPJYmJi7K8JDg6muLjYIfWKiEjnpg6WiEgXN3DgQLKysigrK2PatGn2UPBjevXqxbBhwygoKODIkSPt3sdltVrZtWsX8+bNY9SoUXz55ZcsWLCAvXv38uKLL3b58ep1dXXExcWxZMkSvL29f3TdxbbTdacepwAAA6pJREFUd+X3LSIiV44ClojINcDd3Z2//OUvPPbYY0yaNImsrKx213t4eGA2m7HZbEydOpX8/Hz7czabjf/85z8888wzxMbG8uGHHxIfH8/+/ftJS0tj5MiR18R49dbWVuLi4khKSrJv/ezTpw8lJSXAufu0evfuDZzrWJ08edL+2qKiIvv4exERke/TkAsRkWtMUVERM2bMICoqij/96U+4urq2u37Hjh384Q9/ICUlhcbGRrZs2UJoaCgJCQncd999lzxzqysyDIPk5GR8fX1ZsmSJ/fEFCxbg5+dnH3JRVVXF4sWLyc3NJTEx0T7kYuzYseTn52vIhYjI9U3nYImIXC/a2tp46aWX2LlzJytWrCAkJOSi68rLy1m/fj0bN26kqKiI0NBQ1qxZc813Z7788ktGjRrFr371K3s37pVXXiE6OpoHH3yQEydOEBISQkZGhv0+tZdffpmVK1fi4uLCkiVLmDBhgiPfgoiIOJ4ClojI9SYrK4v58+fz9NNPM2nSJEwmEzU1NWzZsoWPPvqImpoaHnjgARISEvD392fFihWsWrWKVatWXfIgYxERkeucApaIyPXo9OnTPPzww7S1teHh4cGxY8eYNGkSSUlJDBw48AfDGr777jtmzZrFnDlzSElJ0TAHERGRi1PAEhG5XtlsNubPn098fDyxsbGXHFLR0NDAk08+yb333sukSZOuUpUiIiJdigKWiIj8PIZhqIMlIiJycRf9A9n15+yKiMgVo3AlIiLy8yhgiYiIiIiIdBAFLBERERERkQ6igCUiIiIiItJBFLBEREREREQ6iAKWiIiIiIhIB1HAEhERERER6SAKWCIiIiIiIh1EAUtERERERKSDKGCJiMhPsm3bNsLDwwkLCyM1NdXR5YiIiHRKJsMw2nu+3SdFROT6YLVaGThwIDt27CA4OJioqCg+/PBDIiIiHF2aiIiIo5gu9qA6WCIicknZ2dmEhYXRv39/3NzciI+PZ9OmTY4uS0REpNNRwBIRkUsqLi6mb9++9q+Dg4MpLi52YEUiIiKdkwKWiIhc0sW2k5tMF90ZISIicl1TwBIRkUsKDg7m5MmT9q+LiooIDAx0YEUiIiKd06WGXIiIiGAymVyAw8BYoBj4HyDRMIxchxYmIiLSybg4ugAREen8DMNoM5lMc4HtgDOwUuFKRETkh9TBEhERERER6SC6B0tERERERKSDKGCJiIiIiIh0EAUsERERERGRDqKAJSIiIiIi0kH+L3SHxcIWqW8IAAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "cur_ann_spec.view_annuli('0652010401', 'pn', 'constant*tbabs*apec')\n", "\n", "# Changing the perspective, just a demonstration I'm not saying this is more useful\n", "cur_ann_spec.view_annuli('0652010401', 'pn', 'constant*tbabs*apec', elevation_angle=45, azimuthal_angle=-35)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### All fitted models for all annuli with `view()`" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Another three dimensional view method, but rather than a set of annular spectra for a specific ObsID-instrument combination, this will show the fitted models for **all** ObsID-instrument combinations associated with this `AnnularSpectra` instance. No data points are plotted here because it makes the figure far too confusing. The same angle arguments can be passed to change the perspective of the plot:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "cur_ann_spec.view('constant*tbabs*apec')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Retrieving a spectrum from an `AnnularSpectra` instance" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "An `AnnularSpectra` instance is what is termed an 'aggregate product' in XGA; that is to say that its actually a container for multiple individual product instances (in this case `Spectrum` instances). That means that those individual instances (with all their built in features and information) are stored within the aggregate product, and can be retrieved with a convenient get method (`get_spectra()` in this case)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "So if we decided we wanted to retrieve the 0652010401-pn spectrum for the innermost annulus, we would run this command:" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "ind_spec = cur_ann_spec.get_spectra(0, '0652010401', 'pn')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Then we could decide to view that spectrum, if we wanted:" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ind_spec.view()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We aren't limited to retrieving one spectrum at a time however, if we wanted to we could grab a list of all the `Spectrum` objects that make up the first annulus:" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[,\n", " ,\n", " ]" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cur_ann_spec.get_spectra(0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If, for some reason, you wanted to do the same thing but for **all** spectra in the `AnnularSpectra` object, you could just use the `all_spectra` property: " ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ]" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cur_ann_spec.all_spectra" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Retrieving fit results and luminosities" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Retrieving fit results is as simple as calling another get method, `get_results`. You must specify which annulus you want to get the results for, as well as the model that was fitted, and optionally you can specify the name of the parameter that you particularly want to grab:" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'kT': array([7.41271 , 0.12935868, 0.1301684 ]),\n", " 'norm': array([4.2421700e-03, 3.3772432e-05, 3.4043752e-05]),\n", " 'factor': array([[0.958273 , 0.00932076, 0.00942246],\n", " [1.0042 , 0.01143088, 0.01155637]])}" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cur_ann_spec.get_results(0, 'constant*tbabs*apec')" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([3.66600000e-04, 2.16666992e-05, 2.19063438e-05])" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cur_ann_spec.get_results(3, 'constant*tbabs*apec', 'norm')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The behaviour of the method with which you fetch luminosities (`get_luminosities`) is much the same, but instead of optionally specifying a parameter name you can pass `lo_en` and `hi_en` values to get back a luminosity measured within specific energy limits:" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'bound_0.5-2.0': ,\n", " 'bound_0.01-100.0': }" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cur_ann_spec.get_luminosities(0, 'constant*tbabs*apec')" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "text/latex": [ "$[2.9539018 \\times 10^{44},~1.7579957 \\times 10^{42},~1.420479 \\times 10^{42}] \\; \\mathrm{\\frac{erg}{s}}$" ], "text/plain": [ "" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cur_ann_spec.get_luminosities(0, 'constant*tbabs*apec', lo_en=Quantity(0.5, 'keV'), hi_en=Quantity(2.0, 'keV'))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Other useful information about `AnnularSpectra`" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here I will quickly run through other useful pieces of information which are stored in an AnnularSpectra object. The first piece of information that can be handy is the number of annuli in a given spectrum, for which you can just use the standard Python `len()` function (or the `num_annuli` property):" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "4\n", "4\n" ] } ], "source": [ "print(len(cur_ann_spec))\n", "print(cur_ann_spec.num_annuli)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There is also a property that will return the set id that, as I mentioned earlier, is a unique identifier that can be used to retrieve the `AnnularSpectra` object:" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "1295248" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cur_ann_spec.set_ident" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The boundary radii which were used to generated the set of annular spectra initially are given by the `radii` property:" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "text/latex": [ "$[0,~0.020943087,~0.041886174,~0.062829261,~0.083772348] \\; \\mathrm{{}^{\\circ}}$" ], "text/plain": [ "" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cur_ann_spec.radii" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And finally, the `obs_ids` property gives a list of all the ObsIDs that went into the `AnnularSpectra` (it is essentially the same as the `obs_ids` property of `BaseSource`), and `AnnularSpectra` has an `instruments` property that performs the same function as the `instruments` property of `BaseSource`:" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['0652010401']" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cur_ann_spec.obs_ids" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'0652010401': ['mos1', 'pn', 'mos2']}" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cur_ann_spec.instruments" ] } ], "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": "3.8.5" } }, "nbformat": 4, "nbformat_minor": 4 }