{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Notes" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This Jupyter notebook shows some notes regarding the justification and evaluation of the constant-Q harmomic coefficients (CQHC) (more official).\n", "\n", "Timbre is the attribute of sound which makes, for example, two musical instruments playing the same note sound different. It is typically associated with the spectral (but also the temporal) envelope and assumed to be independent from the pitch (but also the loudness) of the sound. This will show how to design a simple but effective pitch-independent timbre feature which is well adapted to musical data, by deriving it from the constant-Q transform (CQT), a log frequency transform which matches the typical Western musical scale. We will show how to decompose the CQT spectrum into an energy-normalized pitch component and a pitch-normalized spectral component, the latter from which we will extract a number of harmonic coefficients. We will then evaluate the discriminative power of these Constant Q harmonic coefficients (CQHCs) on the NSynth dataset, a large-scale dataset of musical notes which is publicly available, comparing them with the mel-frequency cepstral coefficients (MFCCs), features originally designed for speech recognition but commonly used to characterize timbre in music.\n", "\n", "Contents:\n", "1. [Assumption and Observations](#1)\n", "2. [Deconvolution of the CQT Spectrogram and Extraction of the CQHCs](#2)\n", "3. [Evaluation on the Full NSynth Dataset for all the Notes with Medium Velocity (075) ](#3)\n", " 1. [Compute the CQHCs and MFCCs for every note and save them](#3A)\n", " 2. [Compute the instrument cross-similarities for every note for the CQHCs and MFCCs and save them](#3B)\n", " 3. [Derive the instrument similarities for the CQHCs and MFCCs and save it](#3C)\n", " 4. [Display the instrument similarities for all the notes for the CQHCs and MFCCs](#3D)\n", " 5. [Derive the instrument family similarities for the CQHCs and MFCCs and save it](#3E)\n", " 6. [Display the instrument family similarities for the CQHCs and MFCCs](#3F)\n", " \n", "Author:\n", "- Zafar Rafii\n", "- zafarrafii@gmail.com\n", "- http://zafarrafii.com\n", "- https://github.com/zafarrafii\n", "- https://www.linkedin.com/in/zafarrafii/\n", "- 12/28/21" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1. Assumption and Observations" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To show how to “pitch-normalize” a CQT spectrum, we start with the assumption that a CQT spectrum `X` can be represented as the convolution between a pitch-normalized spectral component `S` (which mostly contains the timbre information) and an energy-normalized pitch component `P` (which mostly contains the pitch information), as shown in Equation 1, where `∗` represents the convolution operation.\n", "\n", "`X = S * P`" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Observation 1: A pitch change in the audio translates to a linear shift in the CQT spectrum.**\n", "\n", "Assuming that pitch and timbre are independent, this implies that the same musical object at different pitches would have a similar spectral component but a shifted pitch component (while two different musical objects at the same pitch would have different spectral components but a similar pitch component). This is summarized below, where `X`, `S`, `P` and `X'`, `S'`, `P'` represent the CQT spectrum, spectral component, and pitch component for a musical object and for a pitch-shifted version of the same musical object, respectively, and `≈` represents the approximate equality.\n", "\n", "- `X = S * P`\n", "- `X' = S' * P'`\n", "\n", "`=> S ≈ S'`" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Example 1: Two sinusoids at different pitches and their CQT spectrogram" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "C:\\Users\\zarafii2001\\Anaconda3\\lib\\site-packages\\librosa\\display.py:974: MatplotlibDeprecationWarning: The 'basey' parameter of __init__() has been renamed 'base' since Matplotlib 3.3; support for the old name will be dropped two minor releases later.\n", " scaler(mode, **kwargs)\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "%matplotlib inline\n", "\n", "import numpy as np\n", "import librosa\n", "import librosa.display\n", "import matplotlib.pyplot as plt\n", "\n", "# Define two sinusoids, with one twice higher in pitch than the other one\n", "sampling_frequency = 44100 # In Hz\n", "time_duration = 1 # In seconds\n", "time_array = np.arange(0, time_duration, 1/sampling_frequency) # In seconds\n", "frequency_value1 = 65.41 # In Hz (= C2)\n", "frequency_value2 = 2*frequency_value1 # In Hz (= C3)\n", "audio_signal1 = np.sin(time_array*2*np.pi*frequency_value1)\n", "audio_signal2 = np.sin(time_array*2*np.pi*frequency_value2)\n", "\n", "# Comptute their CQT spectrogram\n", "step_length = int(pow(2, int(np.ceil(np.log2(0.04*sampling_frequency))))/2)\n", "octave_resolution = 12\n", "cqt_spectrogram1 = np.abs(librosa.cqt(audio_signal1, sr=sampling_frequency, hop_length=step_length, \\\n", " bins_per_octave=octave_resolution))\n", "cqt_spectrogram2 = np.abs(librosa.cqt(audio_signal2, sr=sampling_frequency, hop_length=step_length, \\\n", " bins_per_octave=octave_resolution))\n", "\n", "# Display their waveform in seconds and their power CQT spectrogram in seconds and notes\n", "plt.figure(figsize=(14, 7))\n", "plt.subplot(2, 2, 1)\n", "librosa.display.waveplot(audio_signal1, sr=sampling_frequency)\n", "plt.title('Original signal (C2)')\n", "plt.subplot(2, 2, 2)\n", "librosa.display.waveplot(audio_signal2, sr=sampling_frequency)\n", "plt.title('Pitch-shifted signal (C3)')\n", "plt.subplot(2, 2, 3)\n", "librosa.display.specshow(librosa.amplitude_to_db(cqt_spectrogram1, ref=np.max), sr=sampling_frequency, \\\n", " hop_length=step_length, x_axis='time', y_axis='cqt_note', bins_per_octave=octave_resolution)\n", "plt.title('CQT spectrogram (C2)')\n", "plt.subplot(2, 2, 4)\n", "librosa.display.specshow(librosa.amplitude_to_db(cqt_spectrogram2, ref=np.max), sr=sampling_frequency, \\\n", " hop_length=step_length, x_axis='time', y_axis='cqt_note', bins_per_octave=octave_resolution)\n", "plt.title('CQT spectrogram (C3)')\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Example 2: Two notes at different pitches and their CQT spectrogram" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "C:\\Users\\zarafii2001\\Anaconda3\\lib\\site-packages\\librosa\\display.py:974: MatplotlibDeprecationWarning: The 'basey' parameter of __init__() has been renamed 'base' since Matplotlib 3.3; support for the old name will be dropped two minor releases later.\n", " scaler(mode, **kwargs)\n" ] }, { "data": { "image/png": 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rYG2diIgon9mV9Q/fvArvv/H5HOWGiIgodwqqsu5RjncjIiLKS3aAueKQ86jS2h3JQW6IiIhyp6Aq6+oOdGNdnYiIKD/ZZXhxKAgA+MBNbF0nIqLxpbAq624Bz0iyRERE+cnuHRcOOkPc9rR242BnH37+2MZcZIuIiGjUFWhlHYjFFRv3deQ2Q0RERDQo6YLF7m3rxVU3PY8fPLB+dDNERESUIwVTWd92oDPRoh5Xxd9e2omz/uuJHOeKiIiIBid9sNg1O1tHMR9ERES5VTCV9VN/8Diau/oAAHe/sguf+8srOc4RERERDdbD6/bi1caWXGeDiIgo5wqmsg4AHb0xAMDKzQdynBMiIiI6VM9vOZhYZhQaIiIarwqqst7dFwUAPPrGvhznhIiIiA6VuAPXW7r6sLmps1/6vvae0c4SERHRqBuWyrqInCci60Vko4hclyL9xyLysvvvTRFpMdJiRtrdQ8lH1J2ctaWLc7ESERENxlgpywEg4A5b/+Xjm1Kmr/juI0O9BBER0ZgXGuoJRCQI4OcAzgbQCOAFEblbVV/39lHVzxr7fxLA0cYpulX1qKHmA3CiwNsefn0vdrd24/0nzh6OSxARERWcsVSWA8kQc3vb2IJORETj13C0rK8AsFFVN6tqH4BbAVycYf8rANwyDNdN8OZk/Z9HNvRL++pdr+Grd60dzssREREVmpyX5aaA27Qu6eZxIyIiGgeGo7I+DcAOY73R3daPiMwCMAfAo8bmEhFZJSIrReSSdBcRkWvd/VY1NTX50pTRZ4iIiIZixMvyTOV4in0Hk3ciIqKCNNoB5i4HcLuqxoxts1R1OYArAfxEROalOlBVb1DV5aq6vKGhwZcWz1BbZ3FPREQ0rA6pLM9Ujtu8Messw4mIaDwbjsr6TgAzjPXp7rZULofVbU5Vd7r/bwbwOPxj4LKSaqx6Akt6IiKigeS8LDcJC28iIqJhqay/AGCBiMwRkSI4hXi/SLAichiAWgDPGttqRaTYXa4HcDKA1+1jB5K5ZZ0FPhER0QByVpbH4oqb/7nVus4h3AEREVGBGXI0eFWNisgnADwAIAjgJlVdKyLfArBKVb3C/nIAt6r6ataLAfxaROJwXhxcb0aezT4P6dNY4BMREWWWy7J8x8EufP1ufyBY6bdAREQ0/gy5sg4AqnofgPusbV+z1r+R4rh/Alg61OtzzDoREdHQ5Kosj6YYy8a4sURERKMfYG5EZKqs72juHsWcEBER0WAMZSjbr5/YhC/e8Spe3N6Mzt4ontm4H8opYoiIqEAMS8t6rmUMMEdERERjVjTWvxB/+PW9ePex0zMOZVu5+QB+v3IbGpu7ccvzyVnnnrnuDEyrKR2JrBIREY2qgqisZ/MW/Z+b9mPBxEo0VBaPQo6IiIgoG7EUb9wfeWMfNu/vxMrNB9Ied/kNKzG3vrzf9qKg02nwe/etQ2t3BMWhAC5bPgNHTKsevkwTERGNggKprA+8z5W/eQ4XLZuKn14xpNlkiIiIaBhpmhHqD7y2B40DDGULBfs3vb/3tyvxb2cvxA1Pbk5s+92z2wAAv3zvMaguDWPR5ErUVfDlPRERjW0FUVnPNN7N1NUbHeGcEBER0WCkG5feG40PeGwo0D/0zpt7O/CxP7yYcv9/+aOz/eqTZuMbbz98ELkkIiIafQURYC7bIevCedyIiIjGlHRFcyQ+cGX99d1th3TN//vnVsy+7l68tL0ZX73zteQ1Y3EGqCMiojGjIFrWsy1XgwXxaoKIiKjwpQo8N9ze8Yt/AgCau/owp74cP310I05ZUI9wMIAfvnsZ/rlpP06cW4cJ5UV84U9ERKOuQCrr2RXowcDABW0kFseulm48uWE/GiqKcN4RU4aaPSIiIkrDHFtuGs0G7r+/ujux/NSG/QCAY779UGJbKCD4xXuPQTgUwKkLGhDI4nmCiIhoqAqjsj6M5/r5Yxvxk4c3AABqy8KsrBMREY2gu1/ZlXL7WGrIjsYV1/5+NQDgsMmVuOH9yzGzrizHuSIiokJXEB3Ds337nsXwN+xqSUae7Y7E0NEb5fg1IiKiUTaG6uo+b+xpx1t/8Bie3rAf/9y0P9fZISKiAlYYlfUs29Yz7dfdF8PhX/8HAsarfIHgiK8/gEfW7RtyHomIiKhwvO/G53Dlb57D7OvuxV0v78x1doiIqAAVRGU9nm3Leob9Onqj6OyNIWIEtPGGpO1qzTzPKxEREQ2vsdQNfiD/+4wTXX5few+eeLMp19khIqICURhj1rPspp5pPvZYqpq8+6AQGYWItERERJT0m6e25DoLWXt5RwsAYMV3H3HWv3Y2YnFFXUVxDnNFRET5blha1kXkPBFZLyIbReS6FOlXi0iTiLzs/vuIkXaViGxw/111KNfPfsy64vcrtyEa6z94PeaexFehdxc7e6O49Ff/PJSsERER5YVclOWdvdHhyv6YctS3HsIZP3oC19//Bhqbu3KdHSIiylNDblkXkSCAnwM4G0AjgBdE5G5Vfd3a9TZV/YR17AQAXwewHE7VeLV7bPNQ85U6s8BX73wNp8yvx+z68sTmbQc6E13kzRZ2b3Ffew9WbW1GJBZHmJO1ExFRgclVWX741x8YlvyPRa3dEfzqiU2oLAnh+DkTsHz2hFxniYiI8sxw1DxXANioqptVtQ/ArQAuzvLYcwE8pKoH3UL9IQDnDTYD2base/tFrS7vp/7gcfzpuW0Aki3szv7OcldfDIDTAqBWuqpix8EuqCoiKVrsiYiI8kDOy/JC9YMH1uPSXz2Llq4+vLGnLdfZISKiPDIclfVpAHYY643uNtu7RORVEbldRGYM8liIyLUiskpEVjU1+YO3ZBqL7tvPraSnqlTvbesFAMRi/VvWve7wv3lqM5Z87QHc88ourN7WjDlfvA9/WdWIU/7zMfz4oTdx3k+exEd/vwq3PL8dr+xo4ZRvRESUL0alLB/PjvrWQzjvJ09hX1tPrrNCRER5YrT6dN8DYLaqHgnnjfvNgz2Bqt6gqstVdXlDQ4M/LctzeJXvqFshj8biifHrPRGn9fwfa/ck9vci0XovA97Y3Y7uSAyfvOUlfOPutQCAvW6hu3p7MzY1deKBtXtxx4uNuPjnz2D1tuaU4+OJiIjy0JDK8kwv3ceTFd97BJ//yyu5zgYREeWB4ais7wQww1if7m5LUNUDqtrrrv4WwLHZHpuNbFuwvfHoe9t68PPHNuKD//cCLvnFMwCAB1/fm/787v9m9/n2nggAoKPPCY4TSDHHzD83HcD8L9+fVd6IiIhyaMTL8kwv3cebv6xuxOzr7sWrjS25zgoREY1hw1FZfwHAAhGZIyJFAC4HcLe5g4hMMVbfDmCdu/wAgHNEpFZEagGc427L2tb9nfjXP76Y1b5eC/nfXtqJHzywHis3H8BrOwceP5Yq+JzXlb434vwvRmXde3fQ6Vbkd7V0J6Z1ISIiGoNyWpaPV2//2TP4yM0v5DobREQ0Rg25sq6qUQCfgFMwrwPwZ1VdKyLfEpG3u7t9SkTWisgrAD4F4Gr32IMAvg3nIeEFAN9yt2XtyQ1NeGNPe1b7esHjonGngp1ybnVDb9TZL24d5yz7t0WiyTSvIh90K/Bf+OuruOTnz2BTUwcOdvZllVciIqLRkuuyfDx7eN0+nPqDx/Dazlb0RTl0joiIkoY8dRsAqOp9AO6ztn3NWP4igC+mOfYmADcd6rUlRffzdNStYHtd1gWCbEa8a2IOduO6cM7hDUk3g9Z5hW2P2+rujWs/80dP4P0nzMJfX2zEg599Kx5fvw/vO2F21vknIiIaKbksy8e7bQe68LafPg0AePaLZ2BKdWmOc0RERGNB3k8a/tL27Kdk9wK9e5X1YCC7in6iQd2srHvB59wavPk23Gt174s5QevMIfU7mrvQ1RfDbS/swFfuXItv3rMWH/q/F7CntScR5I6IiIjGpxP/41H8/dVduc4GERGNAXlfWb/jxezj0SWmeMu+Md53nNkNXhPb/P8Dye72kaj6jgeSXe/3dzjd4R94bQ8efWMfTviPR/DLxzfhc395BV190UQAOyIiIhpfPvGnlzD7unvR3ceX+ERE41neV9YHIzFGfZDTn3uR4s1u8MkI8d7492RF3rtOxN1mXi6amMe9f9f6TU0duH11I27+5zYs/caD6InEWFATERGNU4u/9g+c9oPHcp0NIiLKkXFVWfe6rKtbUTYr2NkwW9a9Ra/yvX5vR7/rRNw0sxt8ogLvbjNb3dt6nOjx2w92AQDef+NzePvPnh5UHomIiKhwbD3QhdnX3Yvr738j11khIqJRNq4q6+vcqPFeRTs2yBZ2c5q3pg5nqtl71+zut18i6nzMq5j37wbvVdIDvinf/C8R1uxsxYZ9HVjx3Yfx19WN6HKngiMiIqLx5VdPbMJhX70fG/d1DLwzEREVhHFVWffoYPvBD1K720LujWM3W9a9lngveLyZl8TY+Ji/Ir+vvRdrdrZiydcewN62Hjy+ft+I5p+IiIjGnp5IHGf91xOYfd29uc4KERGNgnFZWR9gevUh8yrrdis6kOxKn2qud2+3SKK7flJv1Bm7/pOH38TV//sC/v7KLtyxunFE8k9ERERj2+zr7sW//fnlXGeDiIhG0PisrI90bd316BtOC3jMqKx749iTLez9W9YTY+mN47xAc73u3O2fuOUlfOGOV3HWj57AyztafFPHERERUeG748WdmH3dvfjRg+tH7dmGiIhGz7isrEdGuUA74E7TBiQr5JGYP9Cck+b871XkzVx2uZX1bmMu9uJQEBubOvDMxv1Y+JX70dkbxYa97SNwB0RERDRW/fTRjZj7pfs4np2IqMCMy8r6k282jer1eo1Wb/WiyKfoIh9L0f3d0xfzus8b3ebdPZvanWB3P3rwTZz94yfx6Lq9eHF787Dln4iIiMa+s/7rCVz882ews6U711khIqJhMC4r67m05UAnAKNl3UiLxf3R41MHpjO6zbsVf+9lwOb9zhv1D928Ctf99VV85OYXsIsFNhER0bjxyo4WnHz9o/jhA+ux3525hoiI8hMr6zny1Ib9AJLB6IDkePZUvfST49n7j3H3xqmZ49Z7o3E8vG4fHly7B7OvuxeqmghSR0RERIXtZ49txPLvPIzv3bcOu1v54p6IKB+xsj6GJKZuSzHlm7ecqrLudZE3u9R7i3vanLfq37tvHU79z8exp7UHHb2cr52IiGg8uOHJzTjxPx7FTU9vSfTcIyKi/BDKdQYoad1uJzic1x3erHynalkXCABNVNZTlcHdfU7F/OUdLdjT1oMT/uMRXHjkFHzwpNk4ZmYtAgEZiVshIiKiMeRbf38dO1u6MaO2FFefPCfX2SEioiwMS8u6iJwnIutFZKOIXJci/d9E5HUReVVEHhGRWUZaTERedv/dPRz5yXfPbDwAIHVLuUncenYkmr5yH0nRRX5vWw8u/dWzeGbTftz18s5hzTsREeWn0S7L2co7+m58egu+cc/r+Jc/rMZLDERLRDTmDbllXUSCAH4O4GwAjQBeEJG7VfV1Y7eXACxX1S4R+RcA/wngPW5at6oeNdR8DIdQQHzR1nPNzIo3V3ssVYXcbVn3xrwDycq5Ny+7N/UbkAxM99SG/bjhyc2IxRWv7WzFp89aiMriEFvbiYjGmVyU5WOouB137n9tD+5/bQ+Wz6rFD969DHPqy3OdJSIiSmE4WtZXANioqptVtQ/ArQAuNndQ1cdUtctdXQlg+jBcd9iN5ecGtYLJOduc/70XDF6lHQCi7rIXVM6s5EdiMd/+v3x8E256ZiuWffNB/ODB9Xh20wHfdYiIqOCNelkeYzmTc6u2NeP0Hz6OC//nqVxnhYiIUhiOyvo0ADuM9UZ3WzofBnC/sV4iIqtEZKWIXJLuIBG51t1vVVPT6M6TPha8uL0FQJoAc143eCPNa2TvTZHmtcB7kejNc25u6sAVv1mJNTtb8btntw7vTRAR0Vg14mW5XY6zsj52rN3VhituWImbnt6c66wQEZFhVAPMicj7ACwHcKqxeZaq7hSRuQAeFZE1qrrJPlZVbwBwAwAsX758ZEr4QzxrQMQ3XnwkvbSjJbFst6ybrefeQ5BXWTdz5+3fHXFa2PuMFvket9v8rS9sxy3P70BlSQiNzd245pS5KA4FIMIu8kRE49mhluV2OR7jmPUx5dnNB/Ds5gP41t/X4fPnLsLHT5+f6ywREY17w9GyvhPADGN9urvNR0TOAvBlAG9X1V5vu6rudP/fDOBxAEcP5uKl4eDgc5yGHnJH+Nw8cHhX9bq8x3wt627X+BQt615LfLKrfLKy3tYT8W37zr3r8KMH38Sybz6IW57fgac2NDEoEBFR4Rn1svzmf24dUoZp5PzggfWYfd29WL+nPddZISIa14ajsv4CgAUiMkdEigBcDsAXCVZEjgbwaziF+z5je62IFLvL9QBOBmAGsxnQaLVoZ5LrHLzS2ArAX+mOW+PYzd6GdkC6WIqKfLJCn2yhX7X1IN5/4/N4cXsLfvbohpG4FSIiyo1RL8uf2bh/GLNPI+HcnzyJw756P97Y0+aLi0NERKNjyN3gVTUqIp8A8ACAIICbVHWtiHwLwCpVvRvADwBUAPiL2416u6q+HcBiAL8WkTicFwfXW5FnBzQWKus5r627Gpu7E8uxfpX1/l3kI4n52fsHrfMq/mZg+PZeZ4z7757dirte3oWO3igEgqtOmo2JlcWMIk9ElKdyUZaPpdlXKL2eSBzn/cQJQHfrtSdg+axahILDMvMvERENYFjGrKvqfQDus7Z9zVg+K81x/wSwdGjXdv4PyNCngSmkxwbvIchrdTcr61Fr7nXzfYe3XzRFi7xXgfemgfvVE5shAH75xCb8xzuXYuO+DnzlwsUc105ElIdGuyxnS23+ufyGlQCAez7xFiydXp3j3BARFb68fjV60U+fSlQ8h6WifYgnyYdK/t62xNDCfl3kU83d3mdN/QYAPW5AulTTuq3d1Yobn96C217Ygct+/Sz2tfegtSsyzHdBRESFwhtmRfnnop89jdnX3Yu1u1oTL/6JiGj45XVlfc3OtuQKy/ystXQ7lWhvOjhvCjcg2UXeHrPuSzNaQ7yu715r+wNr9+D5LQdx+g8ex6dufQl/XLkNBzv7RuhOiIgoX50wd0Kus0BDdOH/PI2FX7kfD72+Fy1dLOuJiIbbqE7dNpKGo67O+j6wqakTAPDC1mYA/jGF0bhTSfda2IHkeHevct/pVto7+2J4c287nnizCR29UfzXQ2/i+S+fhf0dvZjXUDHyN0JERGNaZ29s4J0oL1zzu1UAgG++/XBcsWImikJ53RZEA4jFFXFVdEdiKAoGEAwIVm4+gGk1peiOxDCrrhy7Wrqxfk87qkvDaKgsxqSqEuxq6caOg12oLg2jrqIYPZEYKktCeGNPO+Y2lKMvGkdfNI7a8iK0dPVh8ZQqvL6rDQsnV6InEkM4EEB5sVN14c8YjRcFUVkX8Y+7ppHxyg5n/LtXkTd1uMHnzDGIAXfs+t62XvRG4/jqna/h7ld24WtvW4K5DeU4dWEDx7cTEY1TkTi7Txear9+9Fl+/ey0A4JZrTsDRM2tQHAqwrB+DIrE4wsEA+qJxNHf14fVdbQgEBNWlYby6owXdkRhueX47SouC2LK/E33R+JBjQ42WOfXlmFZTihkTytDVF8XyWbVo741ifkMFGpu7sXx2LcqKgmjriWJ6TSmqSsMoGcapoImGU2FU1sFW8Vzx/nA/vr4JALDtQFcizWuBP9DpjJffsM+Zr/Vbf38dx86qxdX/+wLu+NeTsONgFy4+atoo5pqIiHKNY9YL2xW/WZlYri0L4/cfPh71FcWYXF2Sw1yND15soa0HOrGrpQd/en4bTphbh1cbW/HIur1oLvCYQlv2d2LL/s7E+l0v7xr0OS5YOhlVJeHEC43ls2sxt6ECnb1RLJxUiUgsjum1peiNxlnRpxFVEJX1fHnTNx6Y49MPuMsrNx8A4O/y2OtW5P/+ym7c9MwW9ERieGFrMz5/7iJU8w3nmBKNxREKBrCrpRv1FcV4Y08b6iuKERBBJBbHxKpirNvdjinVJXi1sRV90Rhqyorw5JtNeN8Js/C/z2zF25ZNwXObD6K6NIR5DRX4v39uxSfPWIB/v/0VXHjkVDy/5QD2tffi/SfMwi+f2IQfvXsZ/rByO46YVoVdLd14YWszPnbqPFx3x6v41fuOxXfufR3vOmY6AgK8sacd7z1+Fj5w0/P4xXuPwe+e3YoT59VhanUpHl63F/962nzc+PQWXLZ8BtbsbEFNWRHm1Jfj5R0tuGDpFKzcfABLp1Wjqb0X0bhiTn051u1uw3GzJ2BnSzcmlBUhGo9DAUwoK0IkHkdRMIC+mPM/4MRxKA7xZ5ZoMKJsWR83mrsieNtPn06siwCfO2cR3n/iLJSGgwhzKrisHezsQ2k4iDf3tuNgVx+eenM/1uxsSdnr0XTfmj2jlMPCYH9et63akdVxJ8+vw+7WHlxzylzs7+jFokmVKA4HUVdehOrSMCZVlSRmsAoGBEFOe0wDKIjKOo1tXiT67QeTre7e2PhdLc7c8P/zyEbsbOnG7asb8ZG3zEE0rvj8uYsAIDE+iQbPiynQG42jNxJHOCR4tbEVR06vxoNr92LBpApsaurEi1ubccrCenzq1pfw0yuOxqdvfRlXnTgb63a34ZlN+/HpMxfi+/94A58+cwH++5ENmF1Xhv0dfejojeIL5x2G7//jDVx90mz83z+3AgBm1JZiR3M3wsEAbnpmC3Y0d+Gh1/cCAI6ZWYMXt7dg5oQyvLarDZG4Yv0ep9fFQ6/vxbYDXbj7lV248+WdeGpDU+Klz31rdqO9J4q7Xt6Jdbvb8Z171yXusygUQGt3BH99sREPrN2LB9buxcwJZdh+sAuTq0rw+5XbsLu1Bw+vc/JwwtwJWLn5ILYd6MKvntiEw6dWYe0uJ2DlxUdNxV0v78K/njYPv3h8E5ZMqcLu1m40d0XwidPn42ePbcQ33344vn73Wpy6sAGlRUH847U9+Ml7jsJnbnsZv//wCvxlVSNOnFeH6bWl+Mdre/CxU+fhDyu34eKjpmFncxfKS0KYUVuGxuZuHDurFm/sacPchgp09znj94pDAag6ARy9roojafZ192L1V85CXUXxiF6HyMSW9fFLFfjBA+vxgwfWAwCKggGcflgDvnTBYkyrKR1387hHYnHE4op9bb1o6uhFU3sPDnT24b5Xd+OZTQdynT0ahGc2Ot/XF+9Yk/Ux8xrKsWV/Jy5bPiMxxr+uogihQADzGiowobwIAQFauyMoCQdRWhTEy9tbcNycCWhs7kJPJI5jZ9WO1C1RjuVtLUg5SD2vdbst6/9Y67y53OlW2gHgmU37sW53O4pCAdzw5Gbc/rET0ROJ4eT59Rz3BiewS0CAtp4oKotDeGlHM6bXluG5LQfR3RdFdWkYn7zlJfzivcfimt+twr+ftwg3PLkZHT1RnHHYRDz4+l588oz5+OmjG3HUjBq8vKMFAPDmvnZ09sbw5Jv70d4Txd9easTOlh4AwOptBwEATR3Oi5fG5u5E8MGN+zp8aUDy+23rcbradfUlZxxIPKC7X6X5VtmbacCbQjBu/J578RB6ImZcBOftdJfba6PF6NrnBT1sdWc/6OxN5sHb3/s7YsZaaHP397oJbj/YlYjJsPWA85Lpxe1OC8YTbzah2A1y8/xW5zP63bPb8NDre3H3K7uwYGIFNuzrQE1ZGL9+cjM27uvAI2/sAwCcd/hk/GPtHvy/sxfiRw+9iePnTMCW/Z3Y196beAHyvXcsxZf+tgbvPX4muvti2Nfei6tPmo3v3b8OP3z3Mty+qhFnL5mEknAQG/a24/ylU/DKjhasmDsB+9t7EQ4GUFkSQiSmqK8owr72XkysLEYkpongPO3ud/SVO1/DL993LIhGS5Td4sjVF4snXrQCzkvddx4zHecdMRn1BfISsaM3ivaeCLY0daKpoxe7Wnrwqyc2JcooGr+8BqxbX8iu9d7z7YsPx/f/sR4dvVFsvf7CkcgajQF5W1nv5byeBWvdbqeV9YYnNwMALv3Vs4m0r1y4GNWlYVx67PSCq7jH4opgQNDU3oueSAzNXX1Yu7MVy2bU4vv/eAPXnDIX77vxOVy5YibW7mrFK42t+OrbluDbf38dHzt1Hn71xCYAQE1ZGJGY4vktztvd1VubE5XYHc1O7wavImt+gt6Ds1eBNeqviLgVbK/Caz5k90RjvjTnHG6aW2nv6Yv329+bMtCcXaDXrYh7/5vv5LwKdbexv7jRJb1z9kaTaXGjV4H5v7lfZ1//+/GmITTPlTwu7tsHSAZS7HLvv8OYCtHb39tmPpTtaevxbdvb1oN97c4Lj5fclwFrdjpBHf+8akfiO6ivKMLmpk7c+NQW3LtmN/70/HZUFofQ3hvF1gNduOmZLXj/CbPw+5XbUFEcwqkLG3Dvmt2Jiv+/nDYPj6zbiynVpbhixUx87A+rAQD3v7YH3X0xlBaxOz+NjmiM5Til9uL2Fry4vQVfufM1TK4uwbfefjiWzajBpKqxO949Hle090bRG41h9dZmPPFmE7Yd6EJjSxf2uYF2iYbTH5/bnmhMeOj1vTh7ySTE44o7XtqJS4+dnuPc0XDJ28q6M15U0MdudOOK1/X587e/ioriEI6eWYOPnToPdRVFWDSpckxW4FUVPZE4RJxW6IWTKnH/a7tRXRrGP17bgzU7W3HKggb86olN+Nw5C/HDB9/EsunVeKXRqagdNrkSb+xpx4TyIgDAHS82osct9G96egsAYO2u1sT1vIr581uclt6NTR2JNO9FyCZ3m1c5BIBGtyJ/0D2+z3iQ7nYrp2Yl1Qvs6FWszUp34riIN6VfsgIbiTq/s14LdpcRy8CrdHvXiRm1da9Fvc944PG+7Vhc+6V5h3rTCXb0Gq3u7t8N77My8+7lwdumMPPgbDNb4hOt824ezHG43nJXIg8pKvKJmRSS1/G2dRufm8d7WWG+tAi4vRNaup0hA+v3tifO88Yep3v/m+62ZzcdwJt7O/Dm3g7f5wU4LxDm1Jf3uybRSIixhxxlYU9rD679/WrftrkN5djstkbWlRfhQGcfikMBNFQW44oVM/HOY6ZhclVJ2meCnkgMHb1RqAKlRUF09UZRWhREWVEIwYAgHleIwHe8qmJfey8EwMotB3Gwoxc7mruxs7kbj63fx8o4jbo33CGEgDN94tbrL8TOlm587i+vsLJeQPK2sh6Jxt0/oizsx6uO3iie2rAfT23Yn9hWGg7iQ2+Zg8uPm4EXtzfjwqVTEI3riAWs8ypvG92uzs9tPoiuviiqSsP4zG0v45NnLMD/PLJhwPN446V/+OCbAJCoqAPJP8Z/e2mnc03jgcAbPmB+Bh7vHGaEfs/D6/b5jgeAXW6X93tecaKmmsECvS7e3rhzIPmb540DX7n5YCLNG2funcssULa4Xcn//upuAMkWZgB41c3zvWuctHajlfpZN1DhE282JbZ5LeJe10kzwI7XLf/x9c69et31geSLCa8C6927ec039zr79xrd7ntTvDDwPgdvm9lN3+vy753TfNnhBVn0WtbNlnxvP69CHjD+1nlp5gsD72WFV+GPGPmLWHnwur075/K/DDj9h48DALvT0agwf7eIBsOrqAPJ8qY3Gkdjc7dvLPw5Sybhmxcfjv3tffjxw2/iUXcYElEh6u6LJV72v7GnDYdNrspxjmg4SD6O/V6+fLn+/ZGncfoPH/e1LlF+cXswj6gjp1djU1MHTl80EecfMQWt3RG8e/l0dPZGUVNWlPa4pvZehINOl/SnN+7HcbMn4NO3voRzD5+MXzy+ybev1wWZKNfqK4qx34gdAADhoCASUxw5vTrxMsRTVRJCW0//n92t11+IfW09mDiGu5xSkoisVtXluc7HYBy7fLkeOOubuc4GEVHB+Oipc3H24kmJ4aM/ec9ROH7uhIy9TGjsSFeW52/LeszpVkz5azTeE3mVk7+/ujvRkvvtv7+O7kgMCydV4M29HagoDqGjN5qouEyvLUVjc3fK89kVdQCsqNOYYVfUgWTLul1RB5Cyog4Aq7YexKW/eharvnJWwQR3orElzuByRETD6qVtLVg+a0Ji/TO3vQwAuOH9x+KcwyfnKFc0VHk7N0ZnXzQR2IloMLzeGF43Z6/LkFdxSVdRH0uy/dEPjtKvCH8TC4v3Vv6pDU2IxxUnXf8Imtr7vwggOlTxPOzVR0SHhs8Io+P5rQdxze9W9du+7UAXVBV3vbzTN4SO8sOwVNZF5DwRWS8iG0XkuhTpxSJym5v+nIjMNtK+6G5fLyLnZnvN5s4IW9ap389Aof5M2PcVyJBmVtDtxqvAAJ9PuvRwUFKmhd2LmZcx9yvQr2Pc+Oxtr2BfuzPF0P/788tsDS1wo1mWm/EbiEYTy6XRx5Ijt7573zrM+eJ9+PStL+Pnj23Efz/8Zq6zRIMw5G7wIhIE8HMAZwNoBPCCiNytqq8bu30YQLOqzheRywF8H8B7RGQJgMsBHA5gKoCHRWShqg5Yim/Y194vkjGNP3bjjGpy7u2xLFVoRDvf5j72/pnuz0xT+GMDeP+HAjKoOY4jaWZdSLXdvj7ltxP+4xEAwJMb9mPul+7DYZMrUVEcws0fWoFoTBFTRW1ZmOPh8txol+XbD3ZhykjdDBW0oYYWZrlE49lPHnaCHv/44Q141zHTcOXxM1FdWgQRYF5DRY5zR6kMx5j1FQA2qupmABCRWwFcDMAs4C8G8A13+XYAPxPnye5iALeqai+ALSKy0T3fs8igtTuCP6zcxmkyxrl0AepGu6LuTfOS6bJmXs2KsrjHR+PaL9+ZKucKICiCmGr/FxbwP8xoispzuor6WH/JQaPD+/lJ9VDsRfY//OsP+LZPripBW08E8ydWoKI4hJkTylBREoLGFSVFQYQCAZQXB1ESDiISU8TicZQVhZyp70R8rV1evd9NGmTex99Lg0BJRfUwnGZUy/LasvAwZJnGIxZTRMPjry/uxF9f3OnbVlUSQlEogJJQELPry7FudxvOOGwi6iuLUV4URCAgiMYUpeEgQsFkiRsMiNtAJIlnh4F6cw5kvJXnEipKGSRoOCrr0wDsMNYbARyfbh9VjYpIK4A6d/tK69hpqS4iItcCuBYAglUNiOztSLUbjSNjZchjLIsarplXs6Ks7rpdOcrUqp64boYPYIx8NJSn1Po/G94UfF4gu39uOjC8maK0QjWT5w/DaUa8LDfL8ar6KeBcA0REY4sZeLbRnd73L6sbc5WdcSVUO3VByu2jnZFDpao3ALgBcKZue/9ZC/Dfj2xgS+A4NtSucLmQLs/9uqtbaamk6u7vtdp77yLz7fOh/HHh0inY2NSBaCyOo2bU4LwjpmB3azem15aiKBjErLoyVJY4RUxxKIhgQBAOCrvLjwD5/ttW5zoP2TDL8QmzDuOfJyKiMWLRpEocPbMGx8ysRSgoaKgsxpz6cvRF45haU4poXBEKCErCwVxntWDJ99/2Wqrtw1FZ3wlghrE+3d2Wap9GEQkBqAZwIMtjU5pZV4bScBCdDFIzbqXrpmsajbncByPRWu7mK113dcBfGbcr5uZ6UABv6Hg0rhnH7Gf6PILidF+yu9bnQwwAGjnm/OwfO3UuLj5qGnYc7OI0MIVnVMvyCP+oEBGNumBAEIsrfnbl0ThsciXmNVTwJfoYNxzR4F8AsEBE5ohIEZwgM3db+9wN4Cp3+VIAj6qqutsvdyPMzgGwAMDz2Vx0bn0FAkMdDEF5L1WQNl/6GH0eTNWCbjOfZTM919ox3tJFZjevm+480Xj/MfDxQxg3bAum+F0Nj8C8cvyLMPz++BGnJ/R/X34Urjt/MRZPqWJFvTCNalk+u658WDNPRETpffDk2QCAP33keDz02bfibUdOxfyJlayo54Eht6y749Y+AeABAEEAN6nqWhH5FoBVqno3gBsB/N4NOnMQzkMA3P3+DCeATRTAx7OJBA8A5cUhztOaZ0ajlXu8NNZkuk9fQLlh+jyGep5U4/rTRZgfinHy9Y8473f14X87FZUlYfzg0iNx/hGM3V3IRrssT/UCj4iIhuaEuROwcvNB37YfvnsZLj12Or5+0eE5yhUNxbCMWVfV+wDcZ237mrHcA+DdaY79LoDvDvaaJeHAmG01pdRy/X2VhAPoicTx4/cswxPrm/D+E2dh6/4uTKstRXckhqnVpbhvzW6cPL8el/36WSycVIHG5m509cUQDsqIVC5HWv7lmMaCl792Dj76+1WYVlMKAHj38hkDHEGFYDTLctbViYiG15XHz8QFR0zBys3PAQBOXdiAF7c346gZwzFhCOVK3gSYsxWFAmxZp7ROnl+HZzYewI1XLceO5i7Ma6jAwkmVqCwJoawohHccPR0AcOysCb7jFk2uBABsvf7CxDZ1f87e2NOOypIQHn59L2rLi9AXjePzt7+Kz5+7CD94YD0On1qFtbvaRukOqVDMbSjH5qZO37ZZdWXYdqALx8yswYvbW3xpJ82rwz83HcCJc+vw7GYn4npZURBdfTGcd/hk/GPtHt/P4tSaEuxq6cGFS6fg3jW7Mb22FI3NToTXJVOq8Pru/j+z1aVh3HrtiSNwt0SOALteEhENqxPn1qHCDey6bHo1vv+uIzG5mvNu5Lv8rawH2bJOfl84bxGWTK3G3PpyTK8tRVdfDOXFQ/8R98bzLJ5SBQC4+uQ5iTSvxfHjpydnTursjSIcDGD1tmZMqS7Bn1ftQGlREBv3deCul3fh46fPw88f24SjZ9bgJasiNtZ5gUlGWqqgdtNqSrGzpTtl5fawyZV4Y087jphahdfcSmptWRjNXRGcvWQSHnp9L2bXlWHrgS4AwIzaUuxo7sZZiyfi4XX7MLGyGPvaewEkK7DecV5FGECignzKgno8tWE/AKA4FEBvNJ6oKB89owYv7WgBAEyqKsbetl5ctGwq7nllF+bWl2PzfifvCyZWYMO+DhwxtRqbmzp9eWioKMa2A12JQrYoGEBfLJ64HgCEQ8mQI17Fpzgc8O3jHQsAVaXOvNaVxu+EuZ93f8fOqs343RANl5Pn1+OZjftznQ0qUJ8/dxEuPmoqpteWAQDe2NOGR9/Yh81NnXh9Vxs27GtHNK6YVuO8wJxcXYIlkytRXVaEWFwxu74cdeVFONDRi33tvdiwrwOrtzXn+K6I0rto2VRs2NsOAPjzx05EcYiR2wtB3lbWw0HnAZnGp4+fPg9z6ytw3OwJmF5bmjLY4HBU1A+Fd90T59UBAP79vMMSaf99+dEAgM+ctRDdkRh2tXRjx0Fnuqt7XtmFi4+ahs/c9hJWzJ6Ah9btxa6WHlx14izc/Oy2RCXfrNS9+9jp+MvqRlyxYgZued6ZIrmiOISO3ijed8JM/GHldrx1YQOefLMJQLKCeM0pc/Cbp7Zg6bRqrNnpRPo+dlYtVm9rxnuPn4k/Prfddx2vcnrOkkm4/7U9vvs9Z8kkPPj63kRvBgDOA05nH955zDTc8eJOHDGtCq/tdCrRXoX1nUdPwx0v7UxUwgHgqBk1eHlHC9525FTc/couVJWG0NbtzPk5t6EcO1u6MbsuWVn3Xh7MrivHG3vafd952K2kepVTM60o5K/AFhmV1tIip3DzpicxGwC9/bxzA8mgduEUlehQIJD4TtLlodrNgzkdSpm3f1H/n2EvrcgI0OdeBiUhf94BJAprbxq1ypJwIm3GhLLEiwUA+MG7j0w82BKNtBD7wtMg1JUX4UNvmYMLl05BR28UO1u60dkbxbSaUoSCAURicYSDAcyqK0N9RXG/4w+bXIXDJlcNS15UFT2RODr7ojjY2YeXtzfj1cZWPP5mE1q6IujojQ58EqIRUOf+7LOiXjjytrJeZLUIUeFaMqUKwYDg4qOm4szFkzBrQlnezwQQDgYQDgZQNTmceHjwWu7v//Rboar42kWHY197D2rLivDu5TMwY0IZpteWYXZdOfZ39OKBtXvwvhNm4S+rG3Hk9Brc8vwO1JUXYU59OVZta05U9ErDRuXRrWR6vVLMIE9edHavIhrypTnbvMqmOeWcVzEsMQoGr4LrtdyWhY1KtFVRLi9OHlcSDvi2BY2astdCXBTs/7sfcvOe6u9CiVv5LitKXsc7h1dRLg33z0NZirlEvf3MFmmv54V3TjPN+0y9a5caeUh8P+42NboKVbj3H0pxr+Xu/t548rkN5agsDuGVxlYcOaMat63agcuWz0BbTwSHT63G0mnV+NPz2/H2ZVPx9Ib9+H/nLMSGfR2YP7ECc+rLsWLOBHzlztd85yQaDaERmBGCCkttWRg/fPcynLqwod/fwyOm5W4croigtCiI0qIg6iuKsXBSJS47zr/P9gNdaOrogSrQ2NyNXz+5Cet2t+cmw1SQPnXmAtzw5Cb0ROJ449vnAQAmlBfh9W+dm+Oc0XDK28p6OMVDLBWGMxY14NH1Tfj5lcfgha0H8e/nLUJck62T44GIICjAlGqn8uQ9lFyxYmZin4uWTQXgjK+PxRUXLJ2CnojTXfu5LQdx0rw69EbjuOToaThyeg2a2nuxcFIlvvS3NTh6Zi2ALZjbUI6X3ZbVCeVF/fLg8bpZe5XVsNEt29tWaxzv1Tu976zYeGHgVYK9bV7rM5Cs+HvbzDx4v/NlRuU+7vaVLyvq36LsvYjwKrfmW2avguxV7s0e9979BN2KhBgTwnn7m5XuiPs5eC3XMyY4LdN15UVYMKkSWw90Yaa77chp1XhzTzvae6M4aX4dnt96ECfMnYDbVzfiAyfOwv6OPoSDAZx7+GRMrCzB+06YiWk1JXjrwgbE4orO3hiOmFaF0xZNxOmLJuLyFTMxtboUxeEAOnujqC0rwpUrZkJEcMnR0xJ5fN8JswAA9336FADA8XPrEmnvOW4GvnLna/j2JUdwChcaVWxZp1Q+d85CnDy/HkunVad8YZkvZtaVYWad87d/+Wz4/iZ398UQjcfx3OaDaO7qwz9e24PN+zuxZX9nmrMRATVlYbR0RbBizgQ8v+UgjpxWjeWzJmBvW4+/d16KXnmUv/htUk543bEvPXY6bl/diOWzarFqWzMuWz4dZy6ehC9duBjzJ1biwiM5XVQ2ggFBdWk40VL8drci/423O9N0HDWjJrHvlcc7Ff4zDjsPwYDgyxcsRnNXHxoqSnD2kkk4Y9EkHDWjBkumVqG1O4K1O1tx3JwJ2LivHacf1oDfr9yG9xw3A529URzo7MPFR0/Fbat2YOm0aty+uhGz6sowt74cj61vwlS3pXb+xIrEGO/pbtdrr3u6GSjSe3j3KsPlRUEcdJ9dEl3X3W7cEyuL0ROJoa0nisnuS40Zbhfu2rIw5jVUYHdrT+KFx8JJlXh20wHEVHHYlCq8uL0FCyc6AQVPmleHknAAG/d14IS5dXh43T6ctrABa3e24ozDJuFgpzNm8bLlM1BeHMTVJ83BxMpiHDd7AkLBAFZuPoD3LJ+B+RMrcMHSKbhyxUzUlhehvCiI/R29mFtfgTMOm4iGymJ88swFKA0HEQoIPnPWQgDAi189u993unS684LmE2dU9ku7YKnze+H1xgD8LyoGIxwM4JfvPYZzp9OoM1/U0fhUFArg/CMm44oVMzGhvAgLJ/X/e1eInDIuiLOWTALQf8YNVUVvNI6dLd3Y2dyNbQc60dTei7W72vDIG/tykGMaLkdOq0ZFSSjxzHbY5EosnFyJomAAU2pKEQ4IqkrDiKsiFAik7UkcjcURCgZw6qIGBtwucKJ5+AUvX75cV61ahdnX3ZvrrIy6VIG3xiqvq7QXeGteQzk2uWONvSjX/+/shfjRQ2/isc+dhv0dvThu9oSM56SxKx5XdEdi6I7EEA4G0NYdwbSaUuxq7UZVaRj723tRWRJGSTiAnS3dmFNfjqfe3I/5Eyuwo7kLqsC8iRV4c087TpxXh437OlBdGkZ3JIbtB7pw9MwaPLmhCWctnoRXdrRixgRnnOK+th4smFSJ1duasWx6NbYd6EJNWRil4SBauyOY21CBxuYuNFQWo607itJwEMVhJ+ZFdWkYsbgi4M4rHggIVJUtzJRXRGS1qi7PdT4GY/ny5Xry536Du17eleus0CiaW1+Ok+fX4/i5E3DqwgZfDA06NKqK9t4oDnb0Ye2uNqzZ2YoXtzXjlcYWxnYaYe89fib2tffi9EUTUV4cRGVJCNNryxCJxXHY5Cq0dUd8vQ6JMklXlhdEZT2fKrCFatn0amfM7PRqvNroBCybXFWCPW09uGz5dPx5VaMv7dzDJ2Hx5Cp86JQ5CAcCvm7FRESUvXytrJ/677/FX1/cmeus0Aj79/MW4fg5nGkil7Yd6MT02jI0Nndh+8EurN/Tjic37MdbF9Tj3jW7825mmuG2aFIl3nPcDGxq6kBJOIhlM2pw9IwaqAIVJSH0ReOYWFmciMfDF/o0EtKV5QXRDT4P3zfkpTn15diyvzMRsRtIvihpqCwB0Oobg+iNGfYiU15+3ExMrtqHr1y4BNVlyS7bREQ0/rAbfGE6fs4EfOmCxVhmDL+i3JpVV574f1ZdOU5Z0ICPnDIXABL/m1q7IygOBbBhbwd6ozHE4oqmjl509cUQjSkefWMvdrb0IB6Po76yGF19MV+Ff2pNCXa19Axb/mfUlqK5K4I59eWoryhCZ18MR82oQU1ZGHXlRYnKc2VxyB2CFkJpURAVxSH0RmOYVFWCrr4YJpQXobUrguoyPn9S/iiMynquM1BAQgFJzDu6s6Xb12uhxq1c23MzA8no3WZQi2jc6X61dFo1vv+upXjPcTMT46WJiGh8YzT4wnL1SbPx5QsXMwBwAfAaU7zYKbZUz3KphpD1ReMIBWTAGXxicfXNTjMSvLgurKhTvimIyjrgn0pqJM5RiF3tvaiSZUVBdPU5UcRn15dj474OTK/1KuuSCFzhPVil6rLuTVvlRRR/z3EzsHRaFS5YOhW1ZWF2GSIiIh9vJgXKb586Yz4+e/ZClvPjXKrvP9tplke6ok6Uz/K6sn77x07Epb96FoAzr/NIdocvpIp6bVkYzV0RLJhYgRe2Nvv+SHrzWnt/YItCAUTdirzXZdHs6p5odXffVH7ijPl4+7KpiQinREREqXgxTCg//fg9y/COo6fnOhtERAUtryvry2dPSHTbHhaH2Dw/HK36I2VSVTH2tvVicnUJ9rQ644e8yrnXVc2sfHuLXkt5UTCALjiVda9F3au015aFEQwIpteW4eKjpuH9J8zGzLqycTP1ChERHbrKkrx+BBm3vn3JEbhyxUy2hhIRjYIhlZQiMgHAbQBmA9gK4DJVbbb2OQrALwFUAYgB+K6q3uam/R+AUwF4r9evVtWXB5OHgDhV5eGor4/lSvdghYOCSEwxtaYUe9t6YRapdmXdTPO6MaUaS+hV4GfWOXNZ33j1cQiI+ObwJiKi/JKrspyVvfzypfMPw1Unz0ZxiLO3EBGNlqG+1r4OwCOqer2IXOeuf8HapwvAB1R1g4hMBbBaRB5Q1RY3/fOqevuhZiAQANyG39zJcS3fCwY3t74cm/c785gHA05l3auQB1NEaU9U1s2WdXd4UZFbGJu31VDpRHX/+GnzcdVJszGtpnRE7oeIiEZVTspyVtbzw41XLceZizm0jYgoF4YasvNiADe7yzcDuMTeQVXfVNUN7vIuAPsANAzxugmRWO7bwnP1uOFd16tEB3zd2b0KufO/Gfej2OviHnL3MabPKXejuXsR32e7reifPWsBrjx+JrZefyGqy8KsqBMRFY6clOX/fu5hQzmcRti3Lz4cm753ASvqREQ5NNSW9Umquttd3gMg4190EVkBoAjAJmPzd0XkawAeAXCdqvamOfZaANcCwMyZySkjYsMY+U0OsYlcRjq6naEoFEBfNO5e17msVyFPFSjOaz0PGLV1r9XcG3tuRuv0xhDOnOBU0n/5vmMRjWmi6zsRERWcUSnL7XJ8/sSK4cg7DbP/ueJoHD2jBjMmsNwnIsq1ASvrIvIwgMkpkr5srqiqikjaGquITAHwewBXqao3X8sX4TwYFAG4AU63u2+lOl5Vb3D3wfLly0emZnyI3dmH84VBOjMmlGLHwW4snVqN1dudoYTeS4JEV3cxu7M7yyVuxdysrHuVeq9iXmTMiert997jZ+KKFTMTrfZERJS/xkJZbpfj7AY/tjz42beipjSMiVUluc4KERG5Bqysq+pZ6dJEZK+ITFHV3W4Bvi/NflUA7gXwZVVdaZzbe5PfKyL/C+Bzg8r9MBvLjw0TK0uw42C3r/XcWwqlGJfuRXgvDnst68lzecHjSsJORd6bdu3Db5mDMxdPxA0fWD4i90BERLkxFstyVtbHhitWzMAHTpzNmVyIiMagoXaDvxvAVQCud/+/y95BRIoA/A3A7+zgM8bDgcAZI/faEPMzJKPRQj4YAUnOY+41jJtjz73lcCJgnNnV3amkFyf+T0Zv9VrSJ7qt5r943zFo6YqwoCYiGp9yUpabvcFo9C2cVIGfXXkM5taXJ176ExHR2DLUyvr1AP4sIh8GsA3AZQAgIssBfExVP+JueyuAOhG52j3Om9bljyLSAKeR+GUAHxtifoZkrFTVl02vxiuNrb6x8F73dLM7uzfGPjFfulHYhoP+8egl4f5d3c89fDKuOmk2SsJBTKxktzcionEqJ2V5gC3rOfPE50/DpKqSRA87IiIam4ZUWVfVAwDOTLF9FYCPuMt/APCHNMefMZTrF6rKEqdbekCSs9IFUrSse8Kh/l3dE2lWRf7sxZNw6qIG/PljJw5rnomIKD+xLB8/nv/SmQgGBHUVjEdDRJQPhtqyTsNoyZQqvL67LTGm3IxOL+gf8d3jdWuXFKPuvanYPnvWQqzf24arT5ozElknIiKiMerTZy7AR0+di7IiPvYREeUT/tXOsYriEDp6owCSgd+8cXxmK7o3FXrIN5e68783Vt2YLj1RqV8ytQo/evcynDivDifOqxuJWyAiIqIx6OKjpuJrb1uCCeVFztA6IiLKK6ys58hbFzbgyTebfBVyryKeqkD1xpkHjRq5N97Pq+SXhp2vs7o0jCVTqvDTK47G4ilVjLhLREQ0jkysLMafP3oiZteX5zorREQ0BOOysn7SvDr8c9OBnFx7bn05Nu/vRFGiq3uSV6lONT49MZe60XruVeC9bm3vOHoaNjV14O5PnIyACMqLx+XXS0RENC5NKC/CzR9cgaXTq3OdFSIiGgbjsjbnRUgfLVOqS7C7tQdAsgIeCnhB4cxu7f6I7+YYdC+ae9iorasbKX56bSnOO2IyLjxyCi48csoI3QURERGNVV+5cDGuOmm27zmBiIjy27isrIdGqVv4W+bX4+mN+/1d3d1CNBnBvX9lPRjsnz+vi7v3omFuQzmiMcUvLjkCR02vwQdOnD0St0BERERj2MdPn4eLlk3FYZOrcp0VIiIaZuOysh4YpSArXmt4yBhn7r0oCAf6B4Wzg8iZ2Sx2z3XE1Grc8eJO/OkjJyAYEDRUcvoVIiKi8eamq5djWk0ZFk2uzHVWiIhohIzLyvpI19Wn1pRgV0uP0a09mRaygsKZwd+8bu9e5d7MZkkoiDMOm4gPnDgL7zth1qh35SciIqLcO21RA95/wiyccdikXGeFiIhG2LisrA9Hy3p9RRH2d/SlTPMq3anGjSWDyDn/u8POneMS49mdhUjMSfz+u5bihLl1mFXHqK5ERETj1e8+tAIr5kxASTiY66wQEdEoGFeV9cOnVmHtrrZERTkUEETjOsBRSctm1OCVHS0AkpXttx05BX9/dbcviJxXIffmPzenYgtaXdxTRnx3j/vmxYejoyeK9xw3czC3SURERAXkR+9ehmUzajB/YkWus0JERKNoXFXWExVj93+nwp19Zd1sj/fO5VWwq0vDycq69zIg6AWRSx6X7L7ub2EHnNZ6ADjv8MmIROO4YgUr6UREROPVv5w2DyfPq8dbFtTnOitERJQD46qyHkxMiebKsjf8uYdPwgNr9/qiyCfHl/cfe+4FivMq8pIq4nvAv37y/Dqcd8RkfOgtc7BoUiXeurAh6/siIiKiwvJvZy/EJ06fj8AozWBDRERjT95X1r998eH46l1rs9rXHieuml2reiJQXIoCM2gFjDO3JbrBG/t7lful06oBAD+78mgc7OzDmYsZKIaIiGi8m1pdgjv+9WRMri7JdVaIiCjH8r6yPhheZTvmjlOPZTlePVU8OnW7z3vnLA4lg7143d+9ADBeRf7keXU4f+kUXHrsDJx7+CSce/hk1JQVHcKdEBERUaH5yoWL8ZFT5uY6G0RENEYMqbIuIhMA3AZgNoCtAC5T1eYU+8UArHFXt6vq293tcwDcCqAOwGoA71fV1CHW0xhMRFSvG3zcbVEPiCSWUykOBdAbjSe7rkv/bvDetiIj8nuxu1zsjk8/e/Ek7O/owx+vOcF3flbUiYgo18ZCWT7e/eYDy3H2EvawIyIiv6FO1n0dgEdUdQGAR9z1VLpV9Sj339uN7d8H8GNVnQ+gGcCHB5uBdxw9Db987zFZ7evVtWdMKAPgH2ee+bj+Xd29ZS9gnNlF3jtvd18MAPDZsxdi5RfPzOpaREREoyznZfl4VVEcwmOfO40VdSIiSmmolfWLAdzsLt8M4JJsDxSnBnwGgNsP5XhPKBjAosmVWe3rVaIvPHIKnv/SmfjPS4/E99+1FABQVpS+hd6rhpsB5rxKeqnbsm+Of/deChw+rQr/cuo8iEjWLwaIiIhGWc7L8vHo8+cuwsovnYk59eW5zgoREY1RQ62sT1LV3e7yHgDpXg2XiMgqEVkpIpe42+oAtKhq1F1vBDAt3YVE5Fr3HKuampp8aYFUg8pTCBhd1idWleDio6Yl5jA/NUP0da+e7Q1xn1xVgmXTawD4W9s9XhT45bMm4AvnH5ZV3oiIiHJkVMryTOX4eNJQWYw/XXM8Pn76fFQUj6vQQURENEgDlhIi8jCAySmSvmyuqKqKSLoB4LNUdaeIzAXwqIisAdA6mIyq6g0AbgCA5cuX+66TZV3diNLe/x1FqduyfsHSybhvzR73mk6aV8n/2KnzcPaSSTj/iMkoCQcxsbIY5x8xBTc+vQWfPnMBzlkyCUdMq8akqhJMrSkdzO0RERGNmLFQlmcqx8eDuQ3l2NPagxe+fFaus0JERHliwMq6qqYtVURkr4hMUdXdIjIFwL4059jp/r9ZRB4HcDSAvwKoEZGQ+0Z+OoCdh3APiWBvA/FayO3W8Gk1pXjL/Hrc8eJOXyt9IAAglqzkHzGtCifOq0ukf/GCxQCANd84FwCwfPaEQ8k+ERHRiMqHsrxQiTgv///x6bcmhtARERFlY6ilxt0ArnKXrwJwl72DiNSKSLG7XA/gZACvqzPI+zEAl2Y6PhvZtqx7geIqrW5nz1x3Bo5zK9rm2HKv4l5ZEgYAdlcjIqJClLOy/OqTZh96rvPE996xFFuvv5AVdSIiGrShlhzXAzhbRDYAOMtdh4gsF5HfuvssBrBKRF6BU6Bfr6qvu2lfAPBvIrIRzri3G4eYn4xUFa9+4xxMrCrpl+ZV0s3KuvcSYEp1Cf7+ybckKvtEREQFJGdl+dcvWjJMtzC2nL1kEt57/Ew8/YXT8Z7lM3KdHSIiylNDaipW1QMA+s1JpqqrAHzEXf4ngKVpjt8MYMVQ8gD4p03LJBgQVLmt5LZQinN43etDQcER06oPPYNERERjVC7L8kwvwd+zfAZuW7XjUE6bM8tn1WLVtmb85gPLc50VIiIqAAXRrzvb9u5MUeO9Cr+5jzcdWyhFQDoiIiIaOVWl+fOI8u5jpyMYEHzvHUsR03EXO4+IiEZI/pSEGWQ/Zj19Wl15EX7zgeV4ZN3exLa4AledOAtvmV8/xBwSERHRYORDnXfR5Ep87pxFOHK6MxMMAASybkIgIiLKrDAq61lHg0+/n4jg7CWTfJV1CPDNi48YavaIiIhokMZyXb2hshjPfOEMxOKamPqViIhouBVEZT3LIetZtcCfd8RkrN7WjG0HuzC3vnxoGSMiIqJDMlZb1v/3g8fh9EUTc50NIiIaBwqisp5tj7NsCv7TFk3EaYsmYl9bD4pDfFtOREQ0kv50zfG48jfP5Tob/Zx/xGTc/9oelIaDuP5dS3Hh0imMYUNERKOqICrr2XaDj8Wzf02fano3IiIiGl5pZ2kJjvzY70lVxdjb1osnPn8auiMx3PHiTrx92VRUlYQxs64MfdE450cnIqKcKYzKepbleXys9qkjIiIap9IVzcFsx7gdgpPn12FGbRm+ftHh2Nfeg1l1zrC3L11Q5duPFXUiIsqlwqisZ7tftrV6IiIiGhWaJpRcKIvK+mGTK/HGnvZBX/NtR07FFStmAkCiok5ERDTWFERlPVOUd9PRM2tGNiNEREQ0LOY2DFyJjqYY3vb7D6/AiXPrcPz3HsGBzj4AwOmLGvBvZy/CwskVjEdDRER5Y9xU1jd89/ys3tITERHR6ElXhp84tx7vOmY6/vpiY8r0+Q0ViMbi/bYvmlSJUDCAmz+0Au09EUytKcXk6hJW0omIKO8UxGAsyeIuwsEAu8ETERGNMakCyX33HUdgcnXmQK9//9RbEsvhoOCDJ892l52HgiOmVePEefWYVVfOijoREeWlcdOyTkRERGNPql5v2ZTrJeEgfv/h49HVF8OiyZUAgK9fdPiw54+IiChXCqSynj5tem0pGpu7Ry8zRERElLVgoH/3OK9YTxd8zjNjQtkI5IiIiGhsKIhu8JnewHO2NiIiovREZIKIPCQiG9z/a1Psc7qIvGz86xGRS9y0/xORLUbaUYO5fkVx/3YDFt1ERERDrKznuoBPXmMod0FERDSuXQfgEVVdAOARd91HVR9T1aNU9SgAZwDoAvCgscvnvXRVfXkwF2+oLMZr3zz3kDNPRERUqIbasp7TAt6TsWWd7+eJiIgyuRjAze7yzQAuGWD/SwHcr6pdw5UBu3U90SuORTgREY1jQ62s57yAB5Jj21JiQU9ERJTJJFXd7S7vATBpgP0vB3CLte27IvKqiPxYRIqHmqG4W1tnEU5EROPZUCvro1bAi8i1IrJKRFY1NTX50jK3rBMREY1vIvKwiLyW4t/F5n6qqshQdIrIFABLATxgbP4igMMAHAdgAoAvpDk2bTluUwacISIiGriyPhYKePf8N6jqclVd3tDQYJ3b+f/I6dX9jptaU4riUEHE0SMiIjokqnqWqh6R4t9dAPa6ZbRXVu/LcKrLAPxNVSPGuXeroxfA/wJYkSYPactxW1wTxwziLomIiArLgFO3qepZ6dJEZK+ITFHV3YdawLuLvSLyvwA+l2W+7XwAAE5bNBGvNrb60v73g8ehrTuS6jAiIiIC7gZwFYDr3f/vyrDvFXBetCcYzwECZzjca0PNECvpREREQ+8G7xXwQHYFvK8LvPEmf1gK+FTzrVeVhDG9lvOwEhERpXE9gLNFZAOAs9x1iMhyEfmtt5OIzAYwA8AT1vF/FJE1ANYAqAfwnaFmyGtZP/2wiSnTzz18oFF3RERE+W+olfUxVcAXh4IAgHceM20opyEiIho3VPWAqp6pqgvc7vIH3e2rVPUjxn5bVXWaqsat489Q1aVut/r3qWrHkPPk/n/xUdMwr6G8X/qv3798qJcgIiIa8wbsBp+Jqh4AcGaK7asA+Ap4AP1q0Kp6xlCubysrcirrsTi7zxEREREREVH+KqjIa7XlRQCA/3f2Ipy1mF3kiIiI8k1VSQjvPX5mYp2v34mIaLwqmMr61usvRGnYaVmfVF2MT54xH9Wl4RznioiIiAZjxZw6lLjlORER0XhWMJV1APDiywVEsGxGDV75+jk5zQ8RERENlr8t3Ywd+/WLloxuVoiIiHJoSGPWxxpvvvUUQeGJiIgoD9iztnnrU6pLcPVJs3HhkVNGP1NEREQ5UFgt624tPSCsrhMREeUjscrw3qgTfP7y42ZCRDCxsiQX2SIiIhp1hVVZd9vUWVcnIiLKTwGrDPcq658+a0EOckNERJQ7BdUNXt1xbvZbeSIiIsoPdu+4uQ3lKA4VVNsCERFRVgqqsk5ERET5LWDVy3/3oRX9xrETERGNB6ysExER0ZghVphYTuNGRETjVUH1K+ObdyIiovzGkWxERESOgqqsExERUX7jjC5EREQOVtaJiIgo5y5aNhVA/2jwRERE41VBjVlfMWcCPnfOwlxng4iIiAbpp1ccjRPn1mHFnNpcZ4WIiGhMGFLLuoi8W0TWikhcRJZn2O88EVkvIhtF5Dpj+xwRec7dfpuIFA0lP5UlYXziDM7DSkRElK2xVJZfefxMzJ9YeaiHExERFZShdoN/DcA7ATyZbgcRCQL4OYDzASwBcIWILHGTvw/gx6o6H0AzgA8PMT9EREQ0OCzLiYiIxqAhVdZVdZ2qrh9gtxUANqrqZlXtA3ArgItFRACcAeB2d7+bAVwylPwQERHR4LAsJyIiGptGI8DcNAA7jPVGd1sdgBZVjVrbUxKRa0VklYisampqGrHMEhERUT9DLstZjhMREQ3OgAHmRORhAJNTJH1ZVe8a/iylpqo3ALgBAJYvX84Z1YmIiLI0FspyluNERESDM2BlXVXPGuI1dgKYYaxPd7cdAFAjIiH3jby3nYiIiIYRy3IiIqL8Mxrd4F8AsMCNFlsE4HIAd6uqAngMwKXuflcBGLWWeiIiIsoay3IiIqJRJk45e4gHi7wDwE8BNABoAfCyqp4rIlMB/FZVL3D3uwDATwAEAdykqt91t8+FE6RmAoCXALxPVXuzuG47gIGC4eSzegD7c52JEcZ7LAyFfo+Ffn8A77EQzFLVhkM9OBdl+Tgox4HC/7kDCv8eC/3+AN5jISj0+wPGxz2mLMuHVFnPFRFZpapp54LNd4V+fwDvsVAU+j0W+v0BvEfKjfHwnfAe81+h3x/AeywEhX5/wPi4x3RGoxs8EREREREREQ0CK+tEREREREREY0y+VtZvyHUGRlih3x/AeywUhX6PhX5/AO+RcmM8fCe8x/xX6PcH8B4LQaHfHzA+7jGlvByzTkRERERERFTI8rVlnYiIiIiIiKhgsbJORERERERENMbkVWVdRM4TkfUislFErst1foZqoPsRkatFpElEXnb/fSQX+RxOInKTiOwTkddynZfhMND9iMhpItJqfIdfG+08DjcRmSEij4nI6yKyVkQ+nes8DUU291No36OIlIjI8yLyinvP38x1noYim/spxL+n+Yplef7/7LEsz+8yAGBZXgjfI8vywvh7OpC8GbMuIkEAbwI4G0AjgBcAXKGqr+c0Y4com/sRkasBLFfVT+QkkyNARN4KoAPA71T1iFznZ6gGuh8ROQ3A51T1baOctREjIlMATFHVF0WkEsBqAJfk8e/igPdTaN+jiAiAclXtEJEwgKcBfFpVV+Y4a4ckm/spxL+n+YhleWFgWZ7/WJbnP5bl40M+tayvALBRVTerah+AWwFcnOM8DUWh3U9WVPVJAAdznY/hUmj3kw1V3a2qL7rL7QDWAZiW21wdukK7n2yoo8NdDbv/8uPNbQqFdj8FrtDKvkK7n6wUWtlXaPeTjUIr+wrtfrJRaGVfod3PcMmnyvo0ADuM9Ubk9y9htvfzLhF5VURuF5EZo5M1GmYnul167heRw3OdmeEkIrMBHA3guRxnZVgMcD8F9T2KSFBEXgawD8BDqprX32GW98O/p7nHspw/e/mqoMoAE8vy/MWyvPD/nuZTZX08ugfAbFU9EsBDAG7OcX5o8F4EMEtVlwH4KYA7c5ud4SMiFQD+CuAzqtqW6/wM1QD3U3Dfo6rGVPUoANMBrBCRvO7KmsX98O8p5Qp/9vJfwZUBHpbl+Y1leeH/Pc2nyvpOAObbk+nutnw14P2o6gFV7XVXfwvg2FHKGw0TVW3zuvSo6n0AwiJSn+NsDZk7luivAP6oqnfkOj9DNdD9FOr3CACq2gLgMQDn5TgrwyLd/fDv6ZjBspw/e3mnUMsAluWF8T0CLMsLWT5V1l8AsEBE5ohIEYDLAdyd4zwNxYD34wbL8LwdzvgbyiMiMtkNmAERWQHnd+5AbnM1NO793Ahgnar+V67zM1TZ3E+hfY8i0iAiNe5yKZzgWG/kNFNDkM398O/pmMGynD97eafQygCAZXkhfI8sy8fH39NQrjOQLVWNisgnADwAIAjgJlVdm+NsHbJ09yMi3wKwSlXvBvApEXk7gCicwCdX5yzDw0REbgFwGoB6EWkE8HVVvTG3uTp0qe4HTkAMqOqvAFwK4F9EJAqgG8DlqnkyBUN6JwN4P4A17rgiAPiS+5Y6H6W8HwAzgYL9HqcAuFmcSNYBAH9W1b/nOE9DkfJ+Cv3vaT5iWV4YP3ssy/O+DABYlhfC98iyvAD+ng4kb6ZuIyIiIiIiIhov8qkbPBEREREREdG4wMo6ERERERER0RjDyjoRERERERHRGMPKOhEREREREdEYw8o6ERERERER0RjDyjoRAQBEpE5EXnb/7RGRne5yh4j8Itf5IyIiosxYlhMVFk7dRkT9iMg3AHSo6g9znRciIiIaPJblRPmPLetElJGInCYif3eXvyEiN4vIUyKyTUTeKSL/KSJrROQfIhJ29ztWRJ4QkdUi8oCITMntXRAREY1fLMuJ8hMr60Q0WPMAnAHg7QD+AOAxVV0KoBvAhW4h/1MAl6rqsQBuAvDdXGWWiIiI+mFZTpQHQrnOABHlnftVNSIiawAEAfzD3b4GwGwAiwAcAeAhEYG7z+4c5JOIiIhSY1lOlAdYWSeiweoFAFWNi0hEk4Ev4nD+pgiAtap6Yq4ySERERBmxLCfKA+wGT0TDbT2ABhE5EQBEJCwih+c4T0RERJQ9luVEYwAr60Q0rFS1D8ClAL4vIq8AeBnASTnNFBEREWWNZTnR2MCp24iIiIiIiIjGGLasExEREREREY0xrKwTERERERERjTGsrBMRERERERGNMaysExEREREREY0xrKwTERERERERjTGsrBMRERERERGNMaysExEREREREY0xrKwTERERERERjTGsrBMRERERERGNMaysExEREREREY0xrKwTERERERERjTGsrBMRERERERGNMaysE9G4ICJLRGSViMgwne95ETl8OM5FREREA2NZTuMNK+tEh0BErnQLiw4R2S0i94vIW4z0JSJyt4i0iki7iDwqIie4aae4x3WISKeIqLHeISIzc3dnifyriMzPdT6G2bcB/FBV1duQ6XsUkatEZLWItIlIo4j8p4iEjPP9EMC3RvkeiIhomLAsz0uDLcsvF5H17ne4T0RuFpEq43wsy2lMY2WdaJBE5N8A/ATA9wBMAjATwC8AXOymzwPwDIA1AOYAmArgTgAPicgKVX1KVStUtQKA9za3xtumqttH834OhVVpHY7zBYfzfCnOPwXA6XC+B29bxu8RQBmAzwCoB3A8gDMBfM447d0ATheRySOZdyIiGn4sy8dNWf4MgJNVtRrAXAAhAN8xTsuynMY2VeU//uO/LP8BqAbQAeDdGfb5PYD7Umz/JYDHrG2zASiA0ADX/QKAnQDaAawHcKa7/RsAbgdwm5v2IoBlxnFTAfwVQBOALQA+ZaQFAXwJwCb32NUAZgB40s1Tp3uv7wFwGoBGNx973HsshlNA7nL//QRAsXH+fwew2037iHvO+W7a/7mfx33udc4CcCGAlwC0AdgB4BspPqcPumnNAD4G4DgArwJoAfCzDJ/fBwA8PJjvMcU5/g3APda2hwBcleufS/7jP/7jP/7L/h/L8vFZlgOoAPA7+3tlWc5/Y/kfW9aJBudEACUA/pZhn7MB/CXF9j8DOEVESgZzQRFZBOATAI5T1UoA5wLYauxysXu9CQD+BOBOEQmLSADAPQBeATANTsvwZ0TkXPe4fwNwBYALAFQB+BCALlV9q5u+TJ3Wgdvc9cnuNWYBuBbAlwGcAOAoAMsArADwFTfP57nnPwvAfDgPCLYrAXwXQCWAp+EU9B8AUAOnsP8XEbnEOuZ4AAvgPHT8xM3DWXBaNS4TkVNTf4pYCufByJPN92h7K4C11rZ1cO6diIjyB8vycVSWi8hbRKQVzsuMd7nXNLEspzGLlXWiwakDsF9Voxn2qYfzFtq2G84b8AmDvGYMzpvvJSISVtWtqrrJSF+tqreragTAf8EpuE6A86a6QVW/pap9qroZwG8AXO4e9xEAX1HV9ep4RVUPZMhHHMDXVbVXVbsBvBfAt1R1n6o2AfgmgPe7+14G4H9Vda2qdsFpNbDdparPqGpcVXtU9XFVXeOuvwrgFgB2gf1td98H4TwQ3OJefyeApwAcnSbvNXAKaU8232OCiHwIwHI4Y9tM7e65iYgof7AsH0dluao+rU43+OkAfgD/SxKAZTmNYaysEw3OAQD1A4zz2g9gSortU+B0/8pUiPajqhvhjJ3+BoB9InKriEw1dtlh7BuH08VtKpy35lNFpMX7B6er3CR39xlwus1lq0lVe4z1qQC2Gevb3G1e2g4jzVxOuU1EjheRx0SkyX0D/jE4D0umvcZyd4r1ijR5b4bz1t+Tzffo5esSAP8B4HxV3W8lV8LptkdERPmDZXnSuCjLAcB9GfAPALdaSSzLacxiZZ1ocJ4F0Avgkgz7PAzg3Sm2XwZgpar2DvaiqvonVX0LnEJbAXzfSJ7hLbjd5abDGVu2A8AWVa0x/lWq6gXu7jsAzBtMNqz1XW5+PDPdbYDT8jA9VR4znO9PcAK9zHDfgP8KwLBMzQJnLNxCYz2b79HrAvgbABep6poUuyyG0zWRiIjyB8vypIIvyy0h9P+8WJbTmMXKOtEgqGorgK8B+LmIXCIiZe6YsvNF5D/d3b4J4CQR+a6ITBCRShH5JJyAKl8b7DVFZJGInCEixQB64Lx1jhu7HCsi73TfLH8GTsG1EsDzANpF5AsiUioiQRE5QkSOc4/7LYBvi8gCcRwpInVu2l44UVMzuQXAV0SkQUTq3Xv7g5v2ZwAfFJHFIlIG4KtZ3GolgIOq2iMiK+CMgxsuDwE4xhtjmM33KCJnAPgjgHep6vP2Cd1zHeuem4iI8gTLcp9CL8vfK+40eiIyC874+ke8E7Isp7GOlXWiQVLVH8EJuPIVOJFZd8AJGnOnm74BwFvgBCvZCqdr1bcBvENVHz6ESxYDuB5Ol7w9ACYC+KKRfhecIC3NcMaZvVNVI6oaA/A2OEFjtrjH/xZO9FTAGRP3ZwAPwonaeiOAUjftGwBudrvcXZYmX98BsArOm+41cKLXfsf9DO4H8D8AHgOwEc4DB+A8fKTzrwC+JSLtcArfP2fYd1BUdS+AR5GcymXA7xHOQ0k1gPskOW/u/cZpLwLwuKruAhER5RWW5QmFXpYvAfBPEemEM43begDXGKdlWU5jmqjavVeIaDiJyHQ4BdzXVfXGYT73N+BMofK+4TzvcBORxQBegzMdTFZB3UYgD0sA3AxghQ7DHz4ReQ7Ah1X1tSFnjoiIxjSW5SzLiXKBLetEI0xVGwGcD2CKiKQLmlJwROQdIlIsIrVwxuXdk6vCHQBU9XVVPW44Cnf3fMezcCciGh9YlrMsJ8oFVtaJRoE7jcl3VLUj13kZRR8FsA9OlNoYgH/JbXaIiIgOHctyluVEo43d4ImIiIiIiIjGGLasExEREREREY0xoVxn4FCICLsDEBEROfarakOuMzEYdjleGqxPLHfH9o96foiIiHIsZVmel5V1Rx5nnYiIaNhEt+U6B4cmWY4fVvWOxPJLzf+bi8wQERHlUOqyPK9qvCJyEZz5EImIiCjPsBwnIiLKXl4GmHO6z+XVewYiIqIREl2tqstznYvBsMvxydUnJpb3tD6biywRERHlUOqyPK9qvHwjT0RElL9YjhMREWUv71vWBeJLU+Tf/RARER26/G9ZXzDhHWn33dTyj8RyPN49ovkiIiLKDbasExERUQ6xHCciIspe3resF4Un+tL6IvtykSUiIqIcyf+W9dm15yaWZ8QX+vZ9JfpgYrmtc/3IZ46IiGjUpS7LA7nIChERERERERGll/fd4OdVnObbZ13zn0cxR0RERJStdN3g63VmYvmlvnt9aXGNjni+iIiIxqK8allX1XtU9dpc54OIiIgGj+U4ERFR9vK+ZZ2IiIjyA8txIiKi7OV9gLlAoNiXFo/35iJLREREOZL/AeaW1r4/sVwRr/Tt+1rkocRye9eGkc8cEVEemFC51Lfe1r0jsRyNtoxybmjoOHUbERER5RDLcSIiouzlVWVdVe8BcI+IXONtCwX9b+D72LJOREQ0JqUqxwFgv25OLFdgme+YuEZGJW9ERPlkTnCFb31bWTixvL/txdHODo2QvKqs8408ERFR/mI5TkRElL28qqyneiNfUlTn2ycSOZDcH/k3Hp+IiKhQpWtZLw/UJ5Zj8ZjvmK7ubYnlcGiCLy0SPTgCuSQiGvu6pdO33tbdmKOc0EjKq6nbiIiIiIiIiMaDvGpZT9V9TjXu2yccTra090X2j0q+iIiIaGDpusHPjs1LLG8LbvGlmb3kgsESX1ok6j+P2fLOVnciKmT7Ym/61qOx1hzlhEZSXrWsq+o9qnptrvNBREREg8dynIiIKHt537JORERE+YHlOBERUfZENf+CsImIeu8ZLq37oi/tby3/k1iOxfyBF4iIiApPdLWqLs91LgbDLMcB4IKazyeWH+682bdvX2RfYjkQKPWlxePdI5RDIqL8UlYyM7Hc1bM9hzmhQ5O6LGfLOhEREY0KluNERETZG7XKuohMBvATAMcBaAGwF8BdAP7F2O0wAJer6p2pzpFqypfSkH/YPVvTiYiIRsZQy/JkOR66JhisSmyPGUHkYnF/OV5cNNk43h9UNqr+CHNxjWR/M0REBcRsTRfxV/HU+ltJ+WNUKusiIgD+BuBmVb3c3bYMQJWqHuWuTwCwEcCDGc7DN/JEREQ5MBxlebIcz6v4tkRERDkxWi3rpwOIqOqvvA2q+oq1z6UA7lfVrnQnSdWy3tqX/k2RiP9hwH4jT0RERFkbclmeLMeD16j2Jra/imfTXjRkTNcWkLAvrd9URfkXhoeI6JCUl872rcfifYnlnt5do5wbGimj9Wr7CACrB9jncgC3pEsUkWtFZJWIrBrWnBEREVE2hlSW+8tx1qqJiIgGMiYCzInIFABLATyQbh9VvQHADe7+iVK+NUMkWLakExERjY6BynKzHA8EirU43JBIOxInJpara9/qO+7JyOOJ5ajRGg8A3f2iw/vTiYgKVWf3Vt+6Gd+DCsdotayvBXBshvTLAPxNlZFhiIiIxiiW5URERKNotCrrjwIoFpFrvQ0icqSInOKuXoEMXeCNYy4SkRtGKI9ERESU3pDL8kQ5zp5vREREAxLV0Rk3JiJT4Uz3ciyAHgBbAXwGQATAMwBmaJb91p1u8GOiBz8REVGORVer6vLRuNJwleUiIQ0GqxPrJ1R8ILF8VFWtb9+/tT+RWG7p2epLMwMqAUA4WJZYDgT8wejaOtcPlC3nHKEJvvVI9GBWxxERjaaykpm+9WgsGdezL7J/tLNDQ5a6LB+1Gq+q7oLTRS6Vadmcg1O3ERER5c5Qy3JO3UZERJS9UWtZH05my/rJ1Z/wpa2JPpRYzvYtOhERUf4avZb14WL3kFtR89HEcj2qfPuukReTx1mV/CD8rec1mJRYjsDf6t6F5DRvUfgD0ZXD35pv6kGHb908NmYNzw8Y+YvBnxbNEPwuaE1JF0eyc4JqzJcWs4LsxePJKWztKWvNqe4U/vNErV4J8XjE2NffOcL83EWCvjQ7f33R5OcVi/cgnWCgyJ9Xaz1u5C8aa7fSkp9Bv3u2gg6K8RnEraDEgwlIKJK+fUs1/TTCRCOlqnyRb70vmvw94dRt+SjHLevDgS3rRERE+YvlOBERUfbyqrKuqvcAuEdErvG21QbKfPtEY+mnciMiIqC8dLZv3Z7+hWikpCrHAWBmMDlOvK7E33K7JjkME5N1ri8tqP59zZbtfcEW69rJ1uJaTPWlFWtJ+kyLf7VFky30IfEfV2Oc1269j4T86/t730wsxwPFvrSqUPI8IfGn9aq/pb+trzGx3Bfr9KWVFyV7GlQF/dM6dcT2+dbNafGaOzf60sqKk+cpD9cjkx7jXrojzb60SORAYjkQqvBfo6jOf55I8nO2W7X7+vYm0+D/GSgK+XtJBALJY3v67HAK6VvW7WsWGfdtjg0GgHg8+Z0MFLLBbvn3n+fQnmHF+iFV5F+vWRq84mBl2rTePv/PL3t/5C8OGiMiIiIiIiIaY/KqZT1V97mg+N8mdvVsT6YF/ePeYrG2kcscEVGeKLNaxtiyTqMlXTf4omCyLK8t9pfrUzrnJ5ar4W+N3RB4zbfeGkm2Mje3rk2bj2Cw3Le+uOqSxLI91nxTx6O+9UxRlqX27MRyg/ojNbdJ+unne6P+55Mt7S8nlufUXuBLKxb/Z2CO2TbHrwPAvtbnEst95Yt9aROK5vnWO+JNiWV7PHlH95bEcnvXBl/a5OoTfesloZrEclffAV9a3Bjjb4+p7Yv4960uS37vZis74G85VituQHdvo2/dbBEvKZpg7Zs81m7Vtlsie/v2JJbtGQPEeN6MRluQSabWc/PnMmb1ksiELenjU3nQ3xslZPRqaVPG7SoUedWyrqr3qOq1A+9JREREYw3LcSIiouzlfcs6ERER5QeW40RERNnL+6nbPjPrq760nzb+d2KZ3d6JiPqrqzzKt37A6HJL+Sj/p25738QvJ5bNLvEAsK8nOYVX2Jqma2fcH8AsrMY0Xdb0YyrJ9aD62ypCGToa9sHfHbonkL4bc0U82UW92JpWTqxhexFjyrMusaYUM/JerP4Ac2GrncWcZq1b/AHTeiU5dVrAukf7vKLJdPseuyQ5JVRA/ecpgj9gWsj4bKNifXaS7Nrdp/4gbfb0dfa0fKaIJu+rzwq4Zw9jMIMABjO0UfWp/557MzxDBq2AgGYQwLjVLd8+jzllnj3tXMgYfmAHzrODB5oBle2p9gJGcDw7r3b+ItEuI80/nZ95Hjvgnp33iDFln9pd/cWc+s8+jzVtoTGd3mAC7vWbWs/4/RovwwTqq45JLO9vezHDnjQ2ceo2IiIiyiGW40RERNnLq8p6qilfrBleUFOWnNalvccfvCQSTQaFGWhqDSKiQtVjBUAqKfZPY2UHfiIaLummbltWl2x567JmGJpYmmwZ3NjqT5wSqPHvW5JspSsN+VuyY0bjWkfE/wywsTsZwOxgwD+l2dKgPxBbmRFczG6xazJ6AdzX8gNf2gU1n/etTy5Jtviq+gPeNfUlWxef6bvDl3ZC0SW+9Yai5BS2oYB/KqfuaPI+N8T9v9d7ZItvfQmOTCxXGkHiHFMSS20Rf+vrGqxCOgvjR/vWS2RiYrnHCuC20QoW2NS1LrG8tPRCX1qFJu85hpgvbU/Qf5/rD96eWJ5b+zZf2qR4Mgig3fOgI9TuW9/StzKxbD9fzqs4LbFcjmpfmob8P2vNkpx2bmvrI7608pLpybyVLPGllYb8QZPNqQGbYv6p9sxW1YYqf0NddWiab12M+26P7fGl7Wl9NrFsB9Wrr/AHLDQDH5rTAAJAc+/WxLId0LQoPNG3XlORfI63py00y66WznW+NDsgYHFRcqrC0rB/Or+YsW+PFQQxEj2IdOzA1WFj+sF43P97kSkQpS1g9i6weghk6l1gT8MazjAtIOWvvKqs8408ERFR/mI5TkRElL28H7P+jgnX+dJeQ3Kqgu0dz/rS+iLG23LrvsfLeBYiInNcG8Cxbfkv/8ash0OVWl+RbHX93uwzEst9cUl1CACgpc+f1mt1kgukPxQxTSZaDevojiafAexzWkPoYTbYR61HB6MhGz0xf6KdtyJjg30NMwv2Y5o19D3jtD5mFmLWieLWeYNGfuxzmsfan13EOlHUPrF5Td9x/hP1xPwt5OZzWdAaH23GLohbz2/2eWNGun1f9nl957F6YJoxBmwBmN+l/5z98mecx+4VkO6cgL8F3D42Yk0LGDHG7dvHhayx8Gb+YlZ8BjPmgB0DIpShvS9qn8foBRDNMIUhAASM/MWtzydmjLc3zwn0H4sfkPQxD8x97V4A5jXsWAD2Z2mm94sFEEvGVTDjCwD9x/v78+b/7MzpGH31GAABKx5BcbghsdzTu9PKK+s5Y1/qsjyvpm4jIiIiIiIiGg/yvht8e8w/RqQ4kBzHZL+BCofqE8t2xMu4FWXTfkNGRFQoyoJ1uc4CjVNeOR4OVGBCYFZie1Nvsu2gO+ZvUSwJqLGf/3yZWp3t1uo+o8V3b5e/xc5sPysNWlHTrdg4fcZFWnv959kUSY5/rYd/fGtNkdXSF0rfXtLWlzxva9T/PFJXVORbLzPOYzdqdxpN/U19/ta9soA/PzXh5HrI6gbQGzPP0+NL64R/fWIwOW6+OGBFDDcy2Brzf5mbA6/71osleZ4psem+tDKj1TRmtRgeQKtvfZfR43IKFvjSquPJ78huEe+xnhMbA5sSy71WBPqpWJRYLlf/uGG7Zb0l0JLMW3SNL21CeE5iuTbuH8sdVP8PYlcg+dy6N/6mP+/G2O6G4sN8aRVag3TaxT9ee093Mn9lRQ2+tOqgP9ZJ2JhdoAf+z2d/34bEcl/UHwtgQul837o59t2O7N8ZbUosN3eu96WVFk/yrZeFk8/89kwDZoT+1i7/eH9TeclM37oZrR8AIkaLeVfPDl+aWY8IWGPJwyErroHRiyMa8//8mtHx7d4CZhoA1Bmf5a5Iky9NrX0pf+RVy7qq3qOq1+Y6H0RERDR4XjkelKKBdyYiIhrn8r5lnYiIiPKD2bJOREREmeV9gLlzaz7nS1uD5xPLu1qezPqcdheVTFMlEBHlsyk1J/vWO/r8Q4bauzaA8kn+BZgrClXppMrjE+uXVp+SWH6z1d+tutLonr29r8WXZgfLqjCmegqLP83u2m2yg5uZwlZXbrtr96GKGs9ffXE7mFlyfaCgaGYgMrvLda8RzMwOkBZC+qBtNjM/ESt4mC1stAOJFQ3PfObstbo4R61gYirJa4ra95xcj4k/PxH7vEZ6SP1tVMEMbVYR8XeDj6AvzZ7+wGN24DU72FqfJJ8v7W7e5nkC1s92wPoMImIEbVP/74zvOPi7Tges3wszoFpEu/x5N4Kv2UHRgtZ5zQB0/YK2GV2w1fqesw0EBwB90WTX/2jcf8928LdAIMN3G03eZyxuf3bJ/AWsqePszyBmTNcWj/m79/sP9H/mgvR/i+x7DgaT0zoeUXWpL60m7u9OHzR+Zh5t/XH6/NAYlbosZ8s6ERERjQqvHA9yPmAiIqIBjVplXUQmA/gJgOMAtADYC+AzAHoA/BbADAAK4AJV3ZrqHKp6D4B7ROQab1tl0P9GbmosGeRjtzxtHW+8pbXeatkPDmxZJ6JC1WZN6RJmxYmyNNSy3CvHQ8Hya7pjLYntRvwyHIS/heqIimRgqzniD45ol+VmELkeq7G8255nzVAeSj5L2FOj2R0Q24y5y7Z1+4PT1gZLEst1JVYrrnVeMzZdc5+/NW2/EcBsAip9aWYgOAAw4+F1R/0t9O0RY/ooaxqqCSH/UITyULJVzr7n9miydXh33H/PYbUC1RnPZZkCzPXG/Pe82wjgBgD1mgzu1SD+vJq9C3ri/pbrvQF/YK0W7EosT7MCzFWiHOm0q/8+m7AlsVxk5WdKfHZiudhqcbZ7EOwLJr/b1qj/b/Hk4OLEckXc/733y18gGYhsd3SbL60slPw9qcZkX1pxvMS33ivJn5ED8J/HDFRXWzTHl1YFf8A5s2W9Qw740g5Ek9+tXd5UWYHqzGBwdkt/O/YmlmN9/p4OFcX++ywN1iaW7SnYOiJ7kss9u31pReEJiWUzSB0AiNVCHoklv8vOXv/PXdRoaS+xgvMVBf0/dzFjuraePv9nFzWC4dXGa31pC8r9P4cHepPnKS32B2Xs7m0E5adRqayL0w/qbwBuVtXL3W3LAEwC8G0A31XVh0SkArB+o/znYcs6ERFRDgxHWe6V43b3UiIiIupvVMasi8gZAL6hqm+1ti8BcIOqvmWQ50uMWf/3OV/1pd2w7/bEcnek2ZfW25d8k1ZZ5n+7ao8RMd96tXZt9u9rtLoH7bdj1hRwRERjzdzat/nWt7Y84Fvn1JX5ZnTGrA9nWW6W4wDweaMsL7LGlleGks8pRdY0anZrtd2abjJPa09xFtPUy866/yJGw3qK8yQ32E9X9r7m45f9ZsPc135Ms/c10+1eAYdqMI+GMWvneIbP0ndfSH+cnQd7LH6mzy4T+5k3nuEamc/jXzePHcxnZ18z7vv5OfTn87hv2f7srGtmeZ1+57E++UznMdPi1nFmbAKgf+yCTNf0XaPfeZKtzP3zGkub5juH+MvCjNe3YkKY+9rj9GNWHAMzboBd/prj/xeLP97MvFL/mPWuaPI6L8b9UyFuaX0seT2jtZ7GktRl+WhN3XYEgNUpti8E0CIid4jISyLyA7H7mLhE5FoRWSUiq0Y0p0RERJTKkMpyluNERESDk+sAcyEApwA4GsB2ALcBuBrAjfaOqnoDgBsA7428o9MKSnpu2TsSy3c0/8qXZo7fKAn530Z1Rw761s2Ij2XFU3xpgUD6yJW9keQYonjcP54mZo3zisf90TIPVSBgdCdU6+1hhhYye6zfUN7ipr2GFTlTdTDvwIloJExU/1i2zWxJp6HJqixPV44DQLvvR9BfFpmt5Xarpd2S3BdLnxYy1u0W+B6jCdhuKQ5bLf3BDC305rh4c5w34I/aDgCloUDaNDM6fHPU/yxht4zWhJLPAEVWV4OokUH7PH3W731NMDmWuCxoRwxPnqc16j+uw4pEXiHJMdElgfTnabeicLcYY7ABoCye7LlYIf5xzubn1aP++zoY8PeqNFVZ0bPN8eUxq/XTzk87kmOJK+GPnZBpfHmP+GMgNUty3LXdUlslybHNxeofW263SHdKMn/t6p/RIyxlybxZeS1CkW/dHLPeBv95euLJFtiSQJUvrRz+8dNmdPge6fCltcWSPVtj1rOvOb4eAMJIftdxa7y/mZ/OyH7/9cVfpSkJ1SSWQ9awG7O12j6P+RwfDpX50sxzAv5n3J5Iiy+tL5rMq/3sGwr6z2tGrrf3jcaS38+2ijd8aRU9y3zrmwNbE8sbD94FKgyj1bK+FsCxKbY3AnhZVTerahTAnQCOGaU8ERERUfZYlhMREY2i0aqsPwqgWESu9TaIyJEAigHUiCReJZ4B4PUUx3vHXCQiN4xoTomIiCiVIZflLMeJiIiyNyoB5gBARKbCme7lWDhTvGyFM93LbAA/AiBwxsJdq2r1aep/rkRgmhU1H/WlzS9Kdqf5077v+dLMYHC15Yt8aX1WYLiO7u3G9fzvNKrL5iaWo/26uie71nT3+qeDyNTtPSDWVCzBZJeqaNTfpWskuqsPJBhMdn9Sq+scp7kjyi9nVH/Wt/5o649zlBMaHqMTYA4YvrJcJKwho0vpW8qvTixPKfJ3EX0lmgzy+nrzrb60usqj0uY1GPB3fT0CJyWWS6wus2FjijF7urGo2gG6kssRq8tqzFjvFzQuQ6Ave1q1sDHkP2RPNSvZt7OY3cUHCiRm5j2aIa8DncdMt7uWZwoelkmmIGSZgn4BgGRolzKPtQOU2d3OTQHrnOa+Efif9TLlL1PeYhJNmzYYMasruR0ILWrkN4j0wzwHPq8RJM26Z/PzstMicf/0bHFjGjO7y7z9O22yg7iZ3cntZ3XzuT4e99+HOdQ1EvXXDWLWeeLGn7iA2COLAyn3s/MG+AO+iXUe1fQ/B5fWfdG3vjuanC6u1RoOsrbltqzOSbmUuiwftTHrqroLwGUpkjYAODKbc3DqNiIiotwZalmeLMdHq2MfERFR/sp1gLlBUdV7ANwjItd4244sa/Dts7EzGdTi1OpP+dJe138mlkuC/iAjVcGpvvV5Rck38GH1B+Mw31S3hVp8aX1GIJG+kszTw/Vpcl/7LW044G9ZMEWtYC6ZgraZ00HE1P+G0n7TaJ7H7k0QDiQDfthvD/tNiWG+XY37395FjbekfVF/AJJY3L4vM7/+/Iikf/tr5y8QSH5/9n2Z+bOvH7fe9g7Xm0hfYL9M8+zYrTk56FFBhakXDChHueGV48FA8TVFoWSPrZDxN7662B+U7Aidk1huqznNl2YG0gKALc33JZbLS2f7L24U5e1WOVoSTyZG4v5yImZPr5Xhb7G/Zd2/X8SarilTy21Mk5+BHXxO1J8/M73fvkYZE7MD0A4wFVe6fe3W8ZjErH3NKav85zRbkvs9O1gt2xGk72RpnidTKzfgbwHO1Fod1AGebYz8RayfH1PAmgjBbj03zxuzngt9rdXWj1mmVm+7ldsMoGZ/PmkmXQIARNT/3GOex85rpvOo1Xpvtpbbz8KZnmHt7zJqBm2zv2frmbZ/S3fqa9rHmc96dit3phbyaLzdn2ae137Wy9CrOdOzptnLFQBaov7nejNgYovuzPq8NLblVWWdLetERET5yyvH7YdgIiIi6i+vSstULetdUf+btfpQsgX4ichDvrSQMdalHjN9afYb1bBmOW5H7NX0b3thj0vP0LoVQjKvpfC/SbOvGQkk36zZbxr7jLek7ZFdvrRozD/WvMgY02+3QPvyZo0ZKpaKtPv2qr/13IwN0O+tdcR+Y5lctlvSgwFzSpPM49VCweS+Zg8BAIiY4+2tl4722Pxha1k3HlLFyo/5JrjfW+OY/7PkW1I6VPZYNqLRYpbjXT3J2DAXz0u2kDf12j2Okn8XP1L6Vl/Knm5/C1WsNBmEPmIVDdu7k+XPnmCjL61Ek+WYPWVWS8A/nZWpSP1/w8PGFFH2M0AL9vrW26LJMtkum8xWzPZef9ldFPJPE2ZOJ2VPr1Vk9DywxyrbipHct0z91wga34Hd2pmp9bxI/c8LRcZ5+o3XthobzfHudo+BIJKtuvYY/kw9CDLl1b6GzcxPn/3AMAhmT4SI+J97osZ57Z+fwYyTjwWyz1/cHP9vxwYwehDY37vd0m9Oj2a3wkeQfNaye4eGxP/7Zn4nUatHaNzXWzRzS785lZudV/Ne+uL+Zyvz2dh+Fg5Zv6dR4xnS7q1qsnsa2M/Rvt4o1s+v+Ww+J3icL21mqb9n0d2dyZ5F55ec70u7NfRqYjkS9U9Xbcb0AoCYFceLcouDxoiIiIiIiIjGmLxqWU/VDb6lz/9mbUJRctzZRUXn+dIe7H46sdwM/5vqLm3xrZtvwTr7/G/VK4qnJJb7vVU33kybY9IBoNeI9ggAteFZyeOst8/mm8Vu+I9riWzzrTd3rE0s22/HzKj34aC/BbzYGvtivkG0W8vNN5/22/mu+AHfepORn5h1zwHjbWJJ0SRfWkl4ArJlRusMBfwxBey3kj2R1sRyS/e6rK9h87WIZxgzH7K+A38vAL+I1Vpuv+0cCdKvO0jybbT9ZjrTDAaUv+yWw5ryxb71ls5D/z0hyiTdcLbJJcmWwIZi/9+omWXJsqkvbkdGt1tDjejn/YaFJv82h3vm+VLM1tiygP/v+wzU+dbNCPBxa+ypOb7dbg2ph7+M6wkk89AW8JeVBzRZzkfDtb40u3WvLFCTWK7ERF9aRSzZQl4K/3OG3SIdNnIctiLim5/zQC3QAV9YFvv7MvbrN74+u3Pa7DJtMPFd+v+MpGd+1f0j+5tp9nHpL5JppoGYZh8rwf459Efv97N7HmRiXnMwMQ4Gc55+PSqMuAL99pU0yynEMvR+8MVHsIbeR4PJ4/r1ALXjNYTSXyNgxJaIihVx3rpophgIZUjG2KqK+5/NF1X7P4Qrwxcmlu0fu1lVpySW9/b4Z9aMWC3p5nM0Z3zKvbxqWVfVe1T12oH3JCIiorGG5TgREVH28r5lnYiIiPIDy3EiIqLs5VVlPVWAud2y37fPwtLpieUeK5bKYZoMPFNudXPrsqbziJhdXfw9x3xTzNjdr0Kavl9O3OpqEza6yNhdmEz9po0J+busosbf3d+Xnwz9hPp1hzbY3bbivq5Z9vQq/s9uTsXRyX0zTOnSP3hK5ulpfPkzujD1n0bG+i7DyaAfsTJ/VySzK5Q99Ukm/QLjZNAvUJwRFCVqB4Uxp72zgqfYwV3M9ECmqez6TdtiB+NJP6WKuW4HT4nHrQB8GQKkZLp+ps8y09Qs9rSAdsC9uG89lnbf/lGp7elojOA79n2p2V3O+oOjZlCjsTXtXrP4A11VFvmnrmQ3eBopXjkeDlZcU1uxNLF9W1fyb5gVNxY1Rcnfn13d/r8Xu7r8O1cVGVOVWefZ15P8e7tTdvvS2iQ53K0ak31pRXH/UCuz3Ahaj1FmwLAu8Xdtt6fF6jOCbnX0+X8nu3qT69FoCzLpMqao6wg3+dLMoF928Lli8QeRM4f1hayguwFjOjv7nvsFf9P0j5bmvnYX55BVFphB5DJ1vc/UPXwoYrCfX7K7jr1fv6nkjOeiTMH67Kns+k9JZ0w9K9k/v8QDGaYMHMK0nubzi10emnm3nzMyPb9ken4aiJkHscr1PmMIop0fc9+gFQgu05R0sQzDBqNWWnHI/7toHttndUk3n5karSEwy3svtfKXXH7QKsfNz66je5N1XPZDGmj05VVlnW/kiYiI8pdXjgekeMB9iYiIxru8qqynalm/uH6Gb5+iQPK10nZr5oH1gVcSy9Xqf3O+1Aj2BgDVxea0IOnzFLWik5hTxUSstD5rvTuafEO3D62+tO2anGJhtizzpU0P+oPNVBUl81pkZdZ8T23npyfmX++IGPmxAp+9HnsssdwbbfelLS4527c+Ecn8lQf9b0zDRpQYO5iM/Vn2xpMfZnvM36q7z2gF2RV91ZfWF/V/8RNLliSWJ+gUX1pF3Ag4ZAVXs9/kR4w3qt1Wi3h7IPn97Y9v9qXtaX0W6dRXHeNbrwklf57LtcaXZgcFC0j6FopeSQYr6ZQWX1prdKdv/YARENAOJFIUrk8sVxutNwBQXuQPumS20gSsXhFmC0Gf1brUHfdPI9bWm8yfObXTQIqL/L/TFUXJ7zpTMEX7jbI9VUxPpCWZ1z5/T57YIQZeCVhvx82ghJkCEkZj/s8uFvf/rGcbEHBX14u+9YriyWn2JBpeZjne1LYqsf21smQPsSMn+P/2vtqcXH+l3R+EsxT+Vu+w0fLeZgVtqjICpc7FdF9ar1E2BK2//WXB9I9KdhAwk4i/vOm3p3GZWJGVatxWv5baDNcMWAWrryecHavL6gloH5surwMFmDOT7bwPeKzBF5RsEL0PM52nX6/BQbTKZ+oVkPk4a/ovTT5rZGyFty6Raeq2TGn2dGyZPkub7zx27z7rvJl6VGQKRtev16DZCm8fl/2Pj6+XgB3QLR5MP41hpt4N9rNNRNKXuWavQbtHQL8eA0jfq7JGpiWW7edAuxfSpvbk37yjwgt9aatjyWc9tqTnl7yqrLNlnYiIKH+xHCciIsqeZJpSYqwSEfXeM9x6zBd9aeb0Hvt7/W/S9vUa0yhYL5WKg/7PwXx5Z39CvbFkalfUbg028mIdF8wwzNkeX98dNcf3+NNKrNZzszU9nOEa9nmshvVDnnokE/ua5qr9HdgtFGZLu90rwJw6JxK331Dab/KT7KlqBjMOLp5hDHLct2xN5TNCbzAzvdn3vRnul1crf8YY/0iG8WoDjdPP+OZc0r8pzzRmzx4/5z+PNQ6935j+WNo0cyxbpusD/jFqmeIG2G/O45nGs1vM8fcxtcfiG9fvl5Y+73YrfNwYBxcK+XvnFIerfevtXRsy5pfGmuhqVV2e61wMxsSiafquSR9NrHf0JX92T5ro/7v8vcbktKvHBU7wpU0q8/feMsuNzoj/96O+JPlMYJeVmf5Kl9hhLMzjMs9C5WOXNua+9vh6c3WgCCmZ8p5pajJ7OjTzOoMptez8mQ309qPDYO4r3XGA/74yXcOWad9MsXoA//eV6bsczHRwg3Go5x0oZkqmzzLjcYPoXZDpvJm/r5GZhi/j81OGKfpsmXrWDCoWVYbeH/b0h6al1WW+daOjLVr8HVLxckcynsXKll+lPSflUuqyPK+mbiMiIiIiIiIaD/K+G3x71P++IWy8gOqJWy3Qxnh2exx6xNq322h2buzwt4q9Ft2RWF4QmOZLqwwnX2uVhqy8+S8JM9l+y19iNMPbb9wj1su6NqNFYmuPP/rsU60/TSyfW/M5X9qUEv/Yl0rjwyu1WhKCxps9+12h1XiBTiODB3r9LYHrjPHcO3pW+dKWFvmj2jcEkmOgS0P+DJUYEbztl472y0zzzWeP9WE2x5Lje7YF3vSl7Wj/p299RuVJieWp8bm+tGpJjkEuC/h/rcJ284UhamW2O5b8vFqssd17Alt969vbnkgs11Uc4UubEjgssVwT97eallmBnczxmfYb+Kix3qP+17QtgRbfelN8YzKv1jj9cGhCYnly5dG+NDvycplWJPOm/u/dHHtn9wLoEn8shXZNxjXY3+3/bnt6dyWW7VkRqssP862XhRsSy8VS4UsLGrNKxK0osWak/67YAV9aR++etPnJxIwhAADhkD8/YWMsvIT9redmi/3C8Ft9aS+135bV9YmGyivHRcL448FbE9v/svSSxPKqZn/ZdE7pWxLLfVaXsG6ri5YZi+VAn3/Muhhj1iutQtcsx+xywv4bnulvupli916zW+HMvz0hu6XfNwOLFf8mZre8JZeDVoFoZrVfS3G/VmbzGcmK8J6hdc/On7lqH2bmx/7ba5c/9rOPKXPrffpeeplaX4PW9xqzdjbvM1OLa7+ZbTI8o0Qy9Lwb6Dzp8gZk7glo9zBMdxzgbwG2ewnaLb7m7EP2dxvxzRaTubdf0BdTJv3nbM9ElOk7CVvVHV9LttW232ed12THBjDZMxGZMxXZaXYvPXP2BTtaf68xa4Q99n5ezP8sanb23dftf0ZqDvhj7lD+yKuWdVW9R1WvzXU+iIiIaPC8clwkQ99yIiIiAlAALetERESUH8yWdSIiIsos7wPMfWfhV31pPUbwt73d/q4kdSXJNLt7Wltf+oAOdpf5SuMZo6hf97gMXXasrvbmVG59VvypTEFY7EB12c5kYedsEDNgZAyxkalrXaagMJkC3Dnp6buumcf2T8sucMhIsbtiDSWgzWCuk61MXQbtz87s9mZ/l3aXuEz5ydTlLJOoPb2J0ZWsX6A8u0tchqB2mY6zA+llG/AuYk0TFTf2taeDs8/ju16GbpGZ7sM5Nn1QvZgxrdvFFe/wpb3e0+Rbf7Ej2S0+Gm3JeE0aC/IvwNzk4mn6vqnJAHPnT0l29Xxgj39qw2qjzP1t0/O+tIN9W33rRcY0iBXBBl/a1uYHEsuBgH840OSq4xPL5QH/tJT271LQGNRWouW+NPN3tEitaeWswXDm37CIWNGgzOtZU2INNIWWKYLkeYNW+0zYyp95XnP6Tyev6bv02n/PirQ07b696h+u5MuP+INlmV1+7b+vpqg1lWrEGkJmnjdofQfmsb1x/5S1ReL/OTTPYwcNFSOvdn7s85pdqcMB/z2bInH/fUiG7ut2YNKSQHK6Uvvnxc6PGSg1U/lns/eNGeVcJOb/vszfy7A1dWmflR9f3uLWz080/c9PWZF/mFh3JDnNYyzu//0KGEMpwyH/73CmMlit4W69xtSudgDYopB/ylhTX9Q/ZNX8bs28AUBfJNl9fVntVb60s6pn+tY3tyW/yxfiK31pB3uSw1AHMy0ujabUZTlb1omIiGhUeOV4jRHHgoiIiFIbtcq6iEwG8BMAxwFoAbAXwGcArAOwxt1tu6q+Pd05VPUeAPeIyDXp9jEDds2s8Lcddxovvdqthq3ykD0dmpF32IFWkst2S3qm4DJ2IDYzD829/rd1e3qTrQyvwR/obLYc5VufF062AlQXW4HYjFW7h4AdI8cM5tJr5dUMGrevx//W+LnYQ771+vD8xPISzPelVRkfrD0FnR3ARjJEkDGncuuM+j+7g1H/G92tgXXJZaNlBQAW116WWJ4Wn+5Lqwz6Wx3MoH+ZAr1Erebxrpg/f63x5He7NfC6L21H8yOJ5Zm1Z/vSpsUX+NarjLf8JQH/955pSrreuD8/XcZb9QMBfyC0xuiLieXmjrW+tInVx/vXA8nvutIKaleM5GcZROaxqmbQmB7p9qUdlN2J5b3dr/nS7DfF5aWzE8sTSub50iqQ/J0Jwd/CFuoXiCZ9y7rZStQaafSltXSuTyyr9cY9bFVUKkqmJJaLg/638ZlaXuy3/H1GIJpItNOX1tWXbD2fUOf/+ajtqfStlxYlWyTb2bJOhqGW5V45Prds6jXH1CZ/fkNG6/BRNVbrldEr7csz/I0OndEVvnVzGlS7F1rptOMSy2HrT2SxLwCtHfDKmg5UUi8DgGQKPDaY7myGwfS40kzTkQ5wHt8UXoM4T/+pXjNNiZp9fvzToWX/4dmnHa6p1LLtEza46c8GcV//v733jpMrue57T93bt7unJwODMMACiwU2cSPJXZKiSEpMEhW4ihRFW/J70pOwtmXZ1seyn5yeLQc9PznS0rOttw4iLdqSZUmUtBQVaJFiDrvL3eXmDOwiDjB5Ot5Q74/BdJ3z6+nqMI1JON/PBx/cmlO3bt1UdbtO6jP9WUtdTzu9WFG27Ntn/3pJf9jtM7peu93KeknD50uLN6jrzK/rMkSYPiiNFGi25r5fviN4u5B9g25pbj8S/7o8ZiotFjql+1M2l035sW5Wf3V9nIg+aq390JW/3U1EB4ioaq19fZftqGZdURRFUbaAQczla/P4gfxkp6qKoiiKcs2zKT7rxph3E9HPW2u/ZR3ZirV2ZJ3dfO01fdb/1g3SZ32IaWsPD8m1vMD4VsC6X93kC1sJ+KHzVf0EDpfAMfjqWb8rcETSzxi1+WIVskNDPm3xoDQCfl/z9mWfbzfu16kPHL562CmtjWizg1+6rNs91uOn7+tDL331H7/9vpjSpWVfXtdTr/XadefrjuUWv01PXfT1tsKf3X9efF+frygew7cfwjX2iWnvz46+7+g36avL+/P9o98qZC8uSwuGryV/2NxGiwplO7I5PuuDnMsPFA7bDx10Pus/c7uzmjmzJC094sypyFHLvRRLH+SYzbNFSIHE98XvAW4lF8F+qC3n+7akJtsEjZRPG9uTVhe+SbrVpve7H4L7+TWhnnPuoW5Lu13XhGNepWNslhXFINoZ2L1tL+raSmO9Y/i1190/T75j+Poj2uz4PcdS6HrqVmDKP1iUR3141o2VMXR2kQXHejmRadxOZ4+K8uXlx1h/2qeyUwbN+nP5ZqVuu4OIHmkjKxpjHjbGfMUY833tGjDG3H+l3sPt6iiKoiiKctXY0FzO5/FqWl6viqIoiqIojO0QYO56a+1ZY8xxIvq0MeYJa+1LWMla+wARPUC0pllfZQj8ns+UmabLyrUIrh32aaARn1YZo2dzv3SM8N7IICIn18JDB0QkdDgm+p5zX29fXztpjvkx69BX7DsnggileeYoGHnU9ajRxGvA+9Bo8bN2kT0bEM07gDWoiD3mEeT2zbHVTIxNgD47CSs3LPgus0i+dSM1mgn0j/tEYzTe0Lr+5Xt4PTFqesy0s1VTgbrQP1bXQlThyDp/7pzx+3bziMU+DTSPTkxEFAeyPw0WyRej+nINNEb1DSAVFPdFD+C+Z56o6aitblindcaotTzCepxK7XQQuP6EEN01hEjUPKquTwvPj7feMXnEW4w2a5mmvTokFaN/vPAvRTmXm2jbB0VpQ8e5nM/jJ4YP2Xfsc+/zUs29E6ORHF9n68Xm9rmqHDOXkvYxMIZDyIjAtGn4lkVMW46xaHzzaqvWvX3dQdGLRrPb/VC+EZ910Z+rpBmV++Hc3T29ZWDpj0H5sPfWjke2S3zWkRSeA/4utjyzO8hnXfx2gQs5AcE3FtgPj0mIYcVjeo2BEVQxHJfHZLFy0lR+Syibz2Zp1p8ionvWE1hrz175/2Ui+jMiesMm9UlRFEVRlO7RuVxRFEVRNpHN+rH+aSIqGGPuX/uDMeYuY8w7jFlV1xljpojobUT0dJs2yBhznzHmgaveW0VRFEVRkA3P5WvzeCVtnzdbURRFUZRVNsUM3lprjTHfT0QfNsb8HBHViOgUEf1zInrYGJPR6sLB/2Otbftjfb3UbfN1aS9yoepMPX9z4beFbKX6cnP70IQ0A83ArPlAcHNzewLSUEmzajC5Zua2icUAd9JcJWVyNBHiMgP7xZCuiZvN+tJihca/NhMJU1wM1sW3wVwd+pMyO53UFwDLE5ALQfPsxLQ3Y85M9+1y0HweEe34XCPA7B3TfTVYOrLMtL8+nQjYvcZjdGtWTUSU2PYfzQ2qtJW1tGv4pryWPNgZXucU3j3Lnv04k2behj3DdYtm3lnbsvE8+z7zdaJW03NOI3Z9yIUyxVqcumuHAVqwr5wM6maZayeANG6DMk/jKQyJiGrkzP1nG9IraYmlpFOuLQYxl6/N4zePTJ8cybnx77MzLp1hEczQn1tyg8tMVb47DyXPijJ33QnhE6di3PuCARhfmf9kc/uWPR8Qsga444TM5ebFud8TstGSS7E5VZDpNtGViPe1SvJdvlRz51XIyXSOk9H1oszHUHTjObP8VdfvoChk+4dvF2U+bheMNJOtsfH2ckWOAWkm55DRokuDiqkoef9WGjNCtlx5QZRLxaNuOz8lZEOhyyaA8005uSTKsyxYlgGXpGF2jNHCtJA1IK7Ccu2ck8Wy7zxV6GhetoP3vc7cqWaXHxcy/i2aj/YL2fjQUVHmc/BSVaYO5f1Dt6axoSOizF3IcG6aW/lGWxm6no2VXPrWFOaxcvVUcxu/t5GRoePNbdPiwub25W0StboyEtsX06WGgXOnqdbltfMRwvNciCaa2wksQOIz4m93uK0s9cT3+CtHZJDtG0bd8/3qihwLLibuuZsJzwrZ2QWZIjqDby9la9k0n3Vr7Tki+uA6oju7bUNTtymKoijK1rHRuXxtHp8uaOo2RVEURelEX6nbjDE3E9F/IKID1to7jDF3EdH3WGv/6aA72Ob4zdRtP3WdXFW6UHWrboVArrb+QcVp2o/mZWT8M42vi/Kh/N3N7fFMrshxhkiumPq013ituWY5Bm0sDxCGmuHUQEA1FkgPNQkBD6AGAfdyoIXnWvkA0254wmGghlWcF6ShilkgNgw0lnm08AH0la+kY6AzhF8/vJY82FqMgeFA48w1Mbjay4OZhbDajKv+OSvl4hjseqHmBwPDxUzjitppcTwIZoaB2fi5YF/5vbVgQdHSP1ZGbbRPkxwE8v4Zj3UI15Dj6nySyecpYRrzFGRcE2ShHWMwcB3vXwB1gzb15DFQW56mMlDdZqdG+Znr5bj52MKyKM8H883t5yt/KmS9aCGUzaL31G1bPY+fGD5kf/F1P9Es84Bmzy/Ld+kTM05Tut9IS7ezVqYgarA5Zk8mFwTm2HNdsFLLzOfDC+YVIcMxaZhcuxHJgHcLdLG5jQEyZ8rS2GDvsNO8D5n2ixc1sCJagnewHi+4dgr7hKzItKoY6DKBcZqna0It5UjJaTujYEjIsMwDcS6UXxSyQrTXtVk4CO1IyyE+xqOV1ULFWUpy7SYR0VAkv9lQu8/h8+hK/YLcLydTCPJridZa/FqWwWIgTuR4X8y7a4B95ZZneM6VhnzW+fxcYm0SSa03zpXlurQ8iBP2XkTy+YlyTuOLzw9qz1eYpjsMpKY4H7l7gBp5/LaoxXOu76BVNuxZy4PFSS6Uz2E9dueF3wB83o9yckwRx4P7jPeSW7fheYWhe37QogPtaeNkjtrBrQLeM/xjQva6cThn1uxnVqSlyuXMjWszi18lZTsy2NRt/5GI/g7Rqu2ttfYbRPSh/jvXHeqzriiKoigDYUvncfVZVxRFUZTO9GsGX7LWfg18qa+6amg9n/U8KOF+8Khbf1iM5VrEdWVnuTcpF8NpOT4hyi8sulW3RStX5B63X2huTwe3Ctlh63yMyqB5HAa/pTzXZBvZIa7ZrsLqZQVWw3ndlUCu+vF0WgW43aj15mnD0EKgwI6RD+RFRy08BzO3ceMCT1a3lnZDyIfDe4fthJ6Ge0lth3RrhOKzQujUZiZkYIkB5ZSlGmpth6X+69Bxn3VN4jmXtCVWgKubhr5YBVLmixWAViT8eU4DGHJgLMgiX9/dvmiNwq0/OsHT8uF5xMT99GXn0IqDgxYmfN/YE1+gtZ321hY4/r19SmooHpl112SudIuQ5Up3NbeXU6mJWqq+KsqNWGqClG3Fls7jt44ePDk95N6DY3udFqx47oDY50jJaZb2F2DeAo00pm/iGHKaXBwdePqv1L5eyqBunLm6mOIszpy/ctKSHvVtUF6/TTxm4pERybkL09L2ZDw5/Z1tj9GLZsc3t/M5uFOWO14Xj8/7N6i+9WFo2hX9pnzrnDas+7pivz5TrLXUHVDKNWQj6Qe7rdt9WkC/3IpvrS4b7eH4SAE+YguhbOn0iivfZGRsi6cXf6O5XSwcErJ6/Tz07yq9DEpf9KtZv2yMOUFXnjdjzAeI6Lx/F0VRFEVRtgk6jyuKoijKNqdfzfpfIaIHiOhWY8xZInqFiH5kYL1qw3oB5u6ZlFqofQWnFZuI5FoE116P5uT6IWrhU6bBm6tLrVit/Obm9h4jfazG8m6/CfBNRo1vMWyvOWYiSjLZTj1F/zB3LrVU+gklbKkP3enRpz/PyjnoT45VDWHRE6PV+7TeXBYG7WW4L2rEedGnLV+t22n9frC0RNL3rD63yFjZpz0hatWgdNsOatJ5u9hkknFZh/Pyrtb3b20g2+H1/P3hxxyUxgTPw9cuzwaB1w6tJHzWDb5r10ssCV53AjTrePy9eWcFdLghI1rHTGOfhpDpIC/9C1Pmc+mLaKtsCVs6jx/IT9LpspvLTux3Ppt37psV+zx92WnWbxiT8RWMgXcra6+DMMIaCbKzsP1ax1r4Psi4Fh416wGT4XeFrJt42uHlGGSt/Wvfjm+/fuk857Y/kG/f1nm+uw536o8PfgyfRncj9HvdO/XH165fqzwgzTW263v2um92IBrx1Xba92dQVgC+8/J/y3j65tkvF8gj1lLZTinnypN5+dvhuyb+VnP7NSOt4hZK50R5vub828s1aTG32TF2lP4169Za+14i2kdEt1pr376Btno56IPW2vs711QURVEUxcOWzuOlsNi5sqIoiqJc4/Q7Mf82EZG1tmytXVvm/q3BdKk9GmBOURRFUQbCls7jGmBOURRFUTrTkxm8MeZWIrqdiMaNMT/ARGNEdNWXyV2AufBkcCV9w5GSnPAv1Z19J5qDPb/kyodK0rR9oSHrzlSdqcliQ5p8nApc+pUklcGXFlN3/BKkcahA+oyRAGxRGTwoWAPSWmCat7KR6T04NcNSx4BpTTGRJvwRM9vPw6MRsTIGn4ugzM39Mfgcl6EJL9YVgWh8QeOgvBkB53ox+fYFkWttt32wEl+7aQ9m1KlF8+j2Ml87vchTT1o+3A/T63F4UERMPeg3F5dtivQ4EFAusO3XMKtGmnLzNHgpYeArJ0OTdKybMdM2HkSPiKhGLmhkACkDG5Aayhesj6fWi8zbhezJRfkifDF+tLm9kJyWfWcmcCssfRJRa4ogZfuxXebxO8f3n3zLAZdC6rkLLvXU9Ai4U7C5fKYi3cCQRubeEQzMFrH3zGd2nnhkWG41bW+/H5qzp9ZT19NOa+A6t93LfOOb43oxLe83wFtnc3rPMX3m9D3052rQb0A5ov5NwPv9Xmlpp89jEG1OgDlfm4Mzn/e1031LvfSn2+sTwYN/uSZ35G6q1VTezT1595vjckN+/y/CdzxPN6tm71tPrz7rtxDR+4logqTv+DIRnVxvh0HifNY31wdZURRFUXYJ22IeP1pqn/taURRFUZRVjC+wUdudjHmrtfbLV6E/XTGc229vG/0AERH9paP7hazGVtL/6Wt/KmR/fuK9zW2uOSciGsnLVaUqWx4fzkkZXxnGy5fzLOn2osXtN7XGRlZQfavRvmMOahXbl+atU13ffv1qsvtdiR1Uqo9O95JrktEqoZeAbr5j9qIh6HYs6S14iyeAWg/Xp9d9u4Ufw2ex0FuAPbQ0sOtuE7Vq7Nvth7x/ekKUn1uUdS/XnIb8GfO8kL208El3jKx9CjplM0kesdbe28seWz2P3zwybX/5jh9vlsfzzsKllko9wnLsyv/5JdkOWk59Jf1Sc/ty+Wkh86USHB461lZWrp6SxwzdQkOaLglZPppyskxa7WBdw7RZBi2FmJVKLjchZRCssVuLFgPaM+uxpOoFY+T9Uk2colwd9o6+XpS/vfhdovxqw40xBZLWvdya91F6WMiWGzLA3EL5mY10U+mb9efyfn9nvWaM+bgxZubKv982xly3wR52ZM3XLbX6gagoiqIoG2BL5/GVROdxRVEURelEv6nbfpWI/jsR/dCV8o9e+du3DaJT7VjzdZvMHTp5NFz1b9uTlyu4r1XdytHfu+49QrbIFp8PDKGfNR6NpTFr8YHmmi70ye5eg8Z70JoCg8v6N/vvV0O/EXaSv1gvqT261YJ3SrnG3Tg2ouDdlNQsPfmZXY02/enZrkZ/enln+n0mfHV9x+yUrs56ZBxM+3d8FONFuBX5V6ojQlaI9jW3q/Uz7Q+ibHe2dB6/cXj6ZI2lORthsSK+sSj9Kfnzesu4bK8BL9cTy873fSknTe25BrjekKmLuPa8kD8oZHtG7xTleuLSx6WZfD/yudHmdg7i0jQSqRHnKZF82vEkWRDlUvGoKAfsvAzEtag2LrF6sj9B0P4TsFY/11bWirwJ3BLAwnn5UjiGoUw9a9g4hFYJvVgF8PStQQjPlqaUVLY5U2NvbG7vD28WsmFIUX1bNNHcfqksn+1Flkr1tUVpeaxsb/r9XbXfWvur1trkyr+P0Gr6F0VRFEVRtj86jyuKoijKNqdfzfplY8yPEtGvXyn/OSKaHUyX2rMWmCYfjNEr2UUiIrp+RK5qPzRXaG7fNiYjUD+16Fac9xakJqkYSlVTzHzf0decFzFKK9fQowzbERr6DUTK9PlLowZNtoNRJNtrY/uNyroRP3Af/doa+LTlnbS43UY67RThdlAaer/mlvuzDwaf9QfKO2mAffQdob+Hut7o+QN6SOX96T5DQAodGJTvPW/ndaDxq0Gw/mUWinqRpAYyTldI2RVs6Ty+J9pDTyy65/AdU04De3xYmsifq/LnFSKqw8D0baU7mtvh8B1CxquiNV0vEdXxHW3XTqtMCs14d5lKWuci/F7psz++sWaEuqb1etmuZL44H1gX47K0q7d+u90NlL5jEMmsJgnhMVzZl5UD61rT3kLAQGYSbNfXjox1ImW+WCc+MjiGL3OKb98EMhphdhRxjJasL2lXsvXkHMOuZQMyKvH+ZJCNCTOyiONDXX6dDaE1b9S2LrZTZC/j0/O/IWT3T/9fopwL3H1/tCLn6lfSh5rbRyelAdWr858iZfvS73f8/0FEHySiC0R0nog+QEQ/7t1jAFhrH7TW3h+a9inPFEVRFEXpyJbO48XgqmeJUxRFUZQdT1+adWvtaSL6ngH3pSNcs64oiqIoSn9s9Ty+J9qz2YdWFEVRlB1HTz/WjTH/wCO21tp/ssH+eFkLTHOwcPjkeydWg9aOF6WJ5kWWkm1PQZqrrLBINBcr0szki+lnRPkE3dPc/uryrwrZLeMuNW2ehoQsZeY9SzQjZAXT3q6snEnrQx5sJgpKWF3AzWtGaK+QcdOaENI4oOkRb6dC81DXnVcKAWPirNK2b4UAgu+wa4CmWGgWxI8TW3mMhnVmSymkj6pBMJ4krbn+RDI6URFS4si+ynvLA/cktiZk/JiYHqcWL4pyPXb3OsrJ/kQswE4USs1TANcnClz/kh5SaNXTZVGuNdy9xoBDaSrPk5ODQD2lvEtZhMGSeDAgPEYMx6iz64XXMs1cXQy6FATyfhXzzv0286QS4gGhVo8hryV/fjCoUZq5AC6+QEXYN8L+sPOMcpOyKjsmP94qYAbI3kVf+qRvPShN5756SZ7zk/R4c/vM4ufgGBrFeyezXebxO8b3n/zgMTdHVll6tukR+ZyXQjdvNDKYc1tc0ZwZaAwybhLucxnr5AoTeFzG/PvK/boNCOkLGIr79uIq5Gunl+CevXgO8XZ8Jvodj+lxA8N2+0lRvF47vaRoFcffQKBUb7seV6t+20F87m0tdfvsQic3sX7xXRPukpJdjci1RJR60q720k6JfTPdue/vCtmRkvzWulR3dUesDNj4ttz7mtt/sPQfhCzKycVT/n2ngWS3nl416+t9jQ4T0U8Q0V4iuqqT/NqK/EROV+QVRVEUpQ+2xTx+dEgt5BRFURSlE6bfFUdjzCgR/XVaneB/k4j+lbV2xlP/IBF9mIjeREQLRHSRiH7GWvu8MWaMiJ4mot+11v50p2MfKx2yf/+m+4mI6NuOSs36187vb24vxlIrx4PGlVMIMBfI67AQO/nePAZhcRRgv4g1ayCNG6aAM56ltU5BygbBoFJ/+UKVWNBs8LqdFjOl1qH7FGuIWA33Ha+nYF1XJ52e/5g91L0KWpCWdrpcje+lTaLuA/l10jb5jjmoQHVcY7KRxflBpYDrtg/7wV24nMhr+fKy08o/nbwmZM+t/HFzO0mkBY4v/ZRyNUkesdbe2+tevc7jV/YZyFz+utGD9iNv/NFm+Y3vcinGTFFajFgeARFeApP3zA2+KJ2el8l2muT4ONTDhNjany5lncZMMbG2l7W0kxlP3fYy7/FhX4vHsOvXW69uu/3W25eT9dBOt212I28ev8t6RP5z7rhvl+N9p/4M6ry6bqeD3Htvfd+C3v069arLdjzfHd5vog7Xptt2L9cLbesRET0y7yb3SzXZoddWGs3tHPzIeCE7K8oXs+eb2zOLX/UeUxkk68/lPfusG2P2ENHfIKIfIaKPEtEbrbXzHfYxRPRxIvqotfZDV/52NxEdIKLnaXUl/3PtW2i2cx8R3bcvP9mpqqIoiqIo69DPPH5lvw3P5Wvz+HXFiY2cgqIoiqJcE/Tqs/4viOgHiOgBIrrTWtttDp93EVFsrf2VtT9Yax+/0uY9tDrR/xEReTUDa75uh4uHT16orR/I/viI69K5ivSpHc45bdFiLE8dtXSHh9yKFGrPOVEg1wjzrByAZt2nLUctO+7bLz2t8PagTfcdo9t2evPD616z7qvbixVAL/t69+tJ49rfKvtG/B27bWdQ6QVb2vW108O97NeaoPX59dX1yPCY3rp9rs63F63Ku7wGePQIxrjbJpxm88uXpfXSW0o/3Nz+/OIvC5lp8ckdkPOhMjA2MI8TDWAuX5vH75nee/IN73BK/Nxxtgifh08TX27MXnI9ikkl88i6d6Zu0axbTzve/oDfrq8/vrLFdrrcr1NdsZ8stloXiIm+fV2PFcB6cm/dbvfzjZH9TvIdjtnvcTbku92Dxt5rNdGTlcBmHGMw1hfdHqOjVUufFh6t7XR3jAOxtDp6dVG6E31uxsUket+0jBl106jLpPXUgjxgrXJQlJ9Y/DV/h5VNpdfUbT9LRIeI6O8T0TljzNKVf8vGmCXPfncQ0SP4R7MaPepfEdHf7HRgY8z9xpiHjTEPlz2BnBRFURRFaUu/8zjRBudyPo9frmigQkVRFEXpRE+adWttv3nZ2/FTRPRJa+0Z44mueuXYD9CqJoBODB+yt4yuasnLNZlzPWFdLIYy4vu5qvP1qKTyVKrgwz6cc8uA2LOErXKhrzvXUPl80omkQmCrfdQ7ya+GD/ugtIS9aEZ9x+jsR9VDw/wYPWi2r4Y/+6ACnXb0Nd+ARrjdcTbUH3bdfXV9EX+JiELTvq48HsS26FvT79mv0zvcZbsnZAB8KkCPeHyPG7LXCdk4i2w/OXK7kJXrF0W5EV/29EjZCq7CPE7U5VzO5/E37ttrGzPuuQtGnEYomJRBFewiyxiB7ePkmbq3wO+z7tEqI55JziaozuNt+ifHbn3NW2Qt2uru2hmUz3qrj3oAddtrJn3+7IjPv70XrWW7NtdrdxD00qbXanAD/uyinY7fft0dZ2DntQErxl782fu9t/45GOMwDeY57PYe5OF3zaW6/A305693mveXVmSbt4456+L9Q/Ln35mK7NB7x/+Gayd4VshmGy81t1cqLwuZxq25OvSVZ70PniKiD6zz97cS0TuMMT9FRCNElDfGrFhr//Ym9UtRFEVRlO7QuVxRFEVRNpGrscK+Hp8mooIx5v61Pxhj7iKiX7HWHrXWHqNV87n/6pvcjTH3GWMeKHtyPyuKoiiKclXY8Fy+No8vNhrriRVFURRFYWyKZt1aa40x309EHzbG/BwR1YjoFBH9TI/tPEhED948Mn1y9EqwuMdmZWT4CjNnP1eVaxGPzTrzjBACuF1OqqKcY+sYzwWPC9lRZhb6eOOTQjaSP9DcHgr8Uesv1ZxpSZrJD5dq/Uzb/fLRflGOci6QXmAiWTccZjJ5u1MrfQb5vvPlF4XMMtOWLJPXykfIjr/a1/HmtoG1okJO2uYGgetvLV4Ussw6c544kfGRsnRZlLsNcmXg+hTy8jrnWf9C0/7VWamdF+VcKAMd1mOXoshaadJk2Xm19k9eryBwwUMK0YSUefqHzxq/lglcu7SH+BA8uJgJIDcYM2wrFQ4LSSNpH98Kr0eczHXdH9E3uB683VLxqJDhczi/8pST5WUQlnpDBl/bavg77DNH+9lj/5coHylJc7lzFbc9F8gg4WXr3v9y/ZKQqdn77mYQc/naPH7vkX0nh17nxols3o1Ls4/KBfnnz001t//JkzLA0lum5Pj6JGsnBybzCbM9TcEO9TIb60pGpkcqBXL8CFm7eAxuQovHCKGuz/0t9tjiZjCnRWxuiMFGPeDuQOTvj/X0PfH4CeAcG7L+4DF4u9jX1HOMEOY/fi4xzKMxyXkjNa5swGQ/YN8hAZg0x0aOoXXjvplikvMo/57JW3DPNDCPUft4DQVybkYJnIcFA/HYtG8nsu4ZTkmeR2ZkOxm56xdQ2FaGx2/YCrUD559i0P7bL4W6MVXbyvLGXR8DfQ3h+5f3D/u+Eru5O07lN+1EQX4TcBLPd7OPOJPXKoNvmzBw9yuBujFTUP7Evg8J2Y2j8t27oeSeSxxfqil/L6VsqiDHvNm6a2eY5G+ZxcA932Eov5eyPr/RFD+bZQZP1tpzRPRBj/wjRPQRXxtrKV+mC5q6TVEURVE2m43O5Wvz+Imp0XZVFEVRFEW5grEbyg2xNRwvHbK/cOtPEhHRzWNSK/cnFyaa2y8uyXMbidxS0meWTwnZMs2I8vHstub2ipGrXKF1q3l5WO8oG7dCF8DqYRXa4auvFSM1mrjyyGkYuQqY2PZuAXWWlQdXIVvqpi4QMF/lI2rVAAsZrFj6Vhrj1PUHj4H78dXFEDQdxrhzweuMGuiccdobvFZchueY9RAWja+aFgKZLgPbsWylOqT216qX4+MqNl+N5teKaJ3zZCu8Ldr7LjW1SJrJ1WfebpaB1gNXmJkW3CdD8Hrxug2wEODPXpbJ80oy+YxEzDqkl/MK2eozviMt1g1Z+3vAy7xNIqI4kWMKt0axqLVi5/WPT/xVIXtlWY6Vf1T9sjs+vF+vzf8vdwxNzbZNSB6x1npTn2437jk8Zb/6V+5rlrNlNy4997U9ou6T8y490WtVOQZ8+oKcD88ZF+SwYKWFz8ML/7G5jcERo9CN27VkQciWys+J8p7RO5vbc8tPyHZyru8pWCr5xlC+H5G0IurFomd64m2ifH7hi83tkaHjQrZSlcGh+FiD4wefC1Cb1q/FUyeKhUPN7UY8K2R8HsM5LsNxmmnMcczynTMiUlO2WCW03xfH9E7HUTaXgAVNJerNenQz2D/+luZ2NZbv2l+b/nOifGzYvRcvLMvn7uUl951Ry+R34Et0SpRPVb7U3G4kMklImsqyMkjWn8s3y2d9IKz5ulXUZ11RFEVRdhxNn/Wa+qwriqIoSid2pGb9daMH7Ufe+KNERHTDfulP+eIFtzq9FEut5d6CW21tZHIlNoEUGbmg/XXhdTGlWcrSL2CbaUvKB0fsqYuy2JOeArPI8DRz6ALXkrLKk4KCPya9rAn3shrky94XtKyGD+aYvaTMuxrZ9fpNM9cLeL96eeX5M7GRtGHe/dpnPuptvwGljut0HHHMvvfrJQVOf7LWYzqOlOQV+eircrX+BHM1+lIsY3bUrFtVX4LYGqipUzaLnadZf8PeKfuZ7/7uZpkrG4f2yefzz758pLn9SllaWT27JN+lElO8o7/0+Yprt5qgJU77d7KYk7Ll2O07VZTfEr75pwEvbJ0pt1Ziqenivt1zqbSgKRppYVNgmuWvZH8mZO8rvre5vRRL659CIHvLffqfsNKaIGfd91SVZAyZ6eyEKH9l8T80tw9OfLOQDRk3tpRoXMjGM+niOBOebW4vp9KagFtSocUTxmzJMUuqCSNjptTJXdtzla8LWQQxd7i11mT+BiG7XH+huX2geJuQvTT/B6J818SPNLfR+uPF1Gk0ebwUolZrkIRZaBVzE0I2Euxz+9kDQjZjTonytL2xuY0WamXj7jXe99m6HO9H89Oub+DbXQycdUyO5DscGXkNRjL3XIRgvVoxzjoTffaXMhkvaDhwsS6W4Pk5HLh79GzlU0J2Q+ntzW20iiuSfCZ47ALs6/nMxaVCP/RcIGNtLNVea26PMouSVZmbZ4+NvF3Ivn1YplY9ygw7JyLZ9y8wA+JTVWn189nFXyJlO7ALNOuKoiiKoiiKoiiKci2waQHmBgEPMDdbW12ZuzEnV46OTS00twPQjsexW31OU7lOEYbtdW9YV2iZQcudZq4uatK5bLXMtfC4wh20l3m18Bhl06y7TdSqbUS5qHsVDDBQq208ekqs61tlMqb7zva7WhX0cAwEn5mu9+uhrvXdy16O2ad2eCNa5W6ftU71+u1fS13fMfq8zv1qxFvb6e9ZwmwYb5nYK8r8vbg3u1PIXk2cNVO5eL2QvQZxKCoNFy1eI8UrRCzA3N5RGr2TxVhgpl7JJYh6zea1g0Xp910K23/GxPDyTORdOwsNuV8xdJUxUjKSsbg1JTg8f3dwDGixkmMVailEsmaDRDWRGmiftdT7028TsqmiO+Y0SY08ji0VpnjPVW8VspXECdHvuwj34PWTP9bcHsukf3uJ9aEIUfZXIPp6OXN+6o1MxifiWuXlygtCdsPEd4nyy/OfaG4fmvgJIePRxY+XvkXInp7/DWrHnbn3ivK+vLP+SCF+yY2T94ny3tRZgI5AHJIo+Nbm9sVJGWOgaGU8nIhdS7zOo+S01RFYUExbOd6Xcu3jGVVSZ+2A0fsr0c2yMnssMLJ+kcVowu+uPMQcKORcDQMWLw3Wn3lwiZ2m60R5nGnwbSCfZ97sWPEHhKzE+jocyvcyhI/RWsoj6UvZPnLXeSGUmmyMUzU27OJS4H0+NOwsKuastGabr8t78p6D7tkbyUlrneiAux7PLU8IWdmcFOXnGn/m+lq/KGTqs7757CjNurX2QWvt/cNhoXNlRVEURVG2FWvz+EQx37myoiiKolzj7Kgf62uBacpp+9ySiqIoiqJsT9bm8QUNMKcoiqIoHdlRZvDW2geJ6ME7xvafvGF81Qxjfl4GaZivOtOfw3ukqcapOWdKhmbVxVCaLXETmVoiTXRSEbQNgr0RN0n3B5hLPCbqfN9O7cSiHZKyrL0MA8qlwryf+qaXoG1iPyj3EnCu+/166M/ViCi3AbyBxjz7dQ4M192J9haYziPraL7e/76inT6v16AC3sk2tjagHBFRjb3gewuyPxG8GGdWnPncUE4Kn61+trl9JC/joCyUnxHlEAI0KcraPP7GfXtPVp53P9j5uF2ek1r3sciZR2Pg2Im8nLtfXHH74pxXTd1BnluQJte3Tbp2McHafB3MvtmXE28TiTu8sDzGHdblJvwpyFZiOYLVM1fGoHHnK65/BbDvhxh7NFdn1xmCttVZIK1hkgHBFsAsNgtcwwuBDEpWZibGEZj+LwYy0OWl5Seb2xjoK2Hp9TDtKwaK46mvZo00I75ccyb0J4rvELJDE9IsnrNipFn+AjlT4ZqV55wk8lpWA+dKNElHhGzIuG9aTJu5QtKVKGCpX2uBTE+aZPub26mB71sr213MeCpc+Yzw+1eA+47T2goLRjdk5djPn58qpB8upbLuUNreejYmdy6ngqeFbE+LGbwzLcfvwsssnWsdAtXNGBeM7mh6VMgKEJz6FTrnjg8BEuvGnfOsOStks42XZLssHWK5JXWye/a/OfetQvamffJeFti7twK/XYaZWfzhkrwgb40hPeTKNzW3X7afFzK+zqom8ZvDjtSsLye6Iq8oiqIoO41m6ra6zuOKoiiK0okdqVm/cXj65PMLq1ryPXk54XNt6DfO7xOyz11ygUQenJerWks0I8o3ZDwdglzRfcl8o7l9ZuHP5PEDd4wDY28UskuQhsNat4odsv2IiIp5F5giApkxco2lXHd9z6xcQc1YEJY0q4JMlnnfUeYjH+0X5TRzQT/4Oa4ew60YpqlcmUYsnEu/GLb8G0UysErMVucLeXke9YZ8JgKWasPitbSoi2lPGLoUJrgqye8B3ufAyNXWhAX6woA/m4GBZXXDAuVkmbqqbDfePPEXm9vTwYSQNTIZiGaFpd0pwXM3FLngSGeTx7zHTNOyV65ce6zN4zeUDp38+MMugNaXLrnx7gePyMBRE2ye/81XpRbujgk59n1lxs0bUYDWY67u4/ZZIRtadqmcMK3bl9IvivIe47ShoyzNFBFRzIKk8bRXREQlK4OAXTKvuuMb2U7AtJ+YLuqild8vltz7myZy3rTWyULQQOcDGcjq7JJLGzaUl+m+eFrGg+NvFbKlutQaxomb2/GbhM95OIfk4ZhxIjXt7cD5t1Y/J8ojBac1fG3py/KYOTcf81RbRPLaEUnt/nONPxWySu1V6oczUC6ytF1xIp8fm8nvXT7v4/dSPnJpyzC4p4HUdvw+hKF8Rvk9wG+9XCg17VV23Ycg/VjK+l5vyDRqOUg7x78fDDyzubDEtuXxLyYyzejSyJvd8cFe5rWlzzS3o9weIWvE7ttveeKdQmZIaqtfm3fPwWjpJiHjKQV7eT6KcO3484vBAtHK9GLNfYd9fV7W9aW1nARjhtyKqzw9dLeQLeXd/bu09JCQWeuzW1T6ZUf9WF+LInuwMNmxrqIoiqIo24u1eXx/XudxRVEURemEsb04om4Tbh6Ztr90x48TEdFQKFc+q6lb9frVl+RaBPdJO1+Rqz8zVbkqWWGpN2bMrJCtmIXmNvpR5a3UgnNi8ItJmPYKV/1iW2lu10H7GoKmKwqk3z4nZ9r7/gTgBdGwTlvM+0bUusLsI2X74iqkaJP8bfJ9sW7G7k/aQQOfilVaec68HbyX6C/G920koBFnK9Uprn6jlQJrB68rtzzAFWVcscRz4fCV6RyslON+fEU+AU2oz8ICtSJ8lR9X7n3nhdc5Y88PnnMvFh/dgn0dlEXH1QCvORl8v/j1ktf128d/prk9XZQaiWIO0tEkTAMJWrMXas5nnWvblK0kecRae2/netuH20YP2I/d+yPN8lo6ViKi60al1dXFstMsny7LZ/d0BXy02RBxGKbG0yvuuZ6tyfd8ijmiY3qmBji/8zL6wnKNVQK+5il8b/l0UNxPPQPtGbYr20Tf94xt++fcOvsOyaB33GIgNnKOa5AclxNel33LEMlvC/7NQUQUg7Vdg81HCaTpipiGNQrldxd+E4xF083thbrUcPL5OoQ0amXQhnJtcdAyx7l5Db+tcM4N+XwIdbn1g2+OJyIKideVcwG2224/Ivl9hd9svJ1O30gB60PmedaClnmre3i7kZFjQUbtLSH6xXcdiVq/lbttJ4Nvfn7d80YOXAdT99yNg6XteF4+h7dPuONcgq69sOie9Txo6KeGZDtzbHw8G8s0c68GLjYNtyxQBsH6c/mO8llXFEVRFEVRFEVRlGuBHWkGPxntoS/Prq4ufeDoLNRxq8r7hqR/8lTBrbL96Yz0BbqpJP3Fxqxb5ToSHIaeuDIEV22JPsvBaK9cS4Yr7nx1HmUIF+Mqv28FHvEdhzfTqT++Nnn/sJnE4+uCPtlZDwuzqaddHlm00woqr5srtK+b9LCa64vSyjUZRP5VbVzJ51oRlKXUveY4M6wdiCDLZUREMbUPGBWyoQa1MLjKz88roXrbur2somNfuSULHh+tY2os6i8ew6c98OG7l3jOvC4+o6i1itiKPPpxcm36XXsgGryR79dTi0wOq/M3FN/W3H5CNetKj6zN49eXxmhyyI0FIXtHx4elFrUeu/Gjlsp34AAEqI4zJ5+py0+coyX3nBdAe87f5RgyriC8B5idhWu2WzNL4DENk0mYcUvLXNl6TC6DukyYtLQjy77sMQnrRApDLQSnpwY78ToMkfybpJJKYRLIg1ZCpqGHeYvPs2eDF4Ts3MqjorxUfq65fcPkdwnZMDl3jBZNMUSHH8mclVoO6uaZRjwCGfoZ8++7HHy0GVbGrwz0M+ZFzF7TYoXF8GW68ck2kiDH167vM/VqZeXhx8RjcNlGbI97yd7i689K7N6TGr58wONz7TO5TJfcM/r0ivwN9EhZxsEYIxfzqxJKS9KLy094+6AMnh2lWbfWPmitvb8YFDtXVhRFURRlW7E2j4/m2rtoKYqiKIqyyo7VrCuKoiiKsrPgmnVFURRFUfzsyABzd03ssw++4weJiGh8UprU1itu/eGpczJ12+mK08iXQmlKUgHTurNVVx6GJQ1urgIZXoQ5GprAFMB0m5uH5dB8vc/b4tutxXQOKnPTG5T5THTQBE4EGgPDKZ8JPbbrcyng/cHjYzv8zmJd0SaU0YWAm6BhXf4e4bXzHTMC2xZfXYRfSzxn3lcMjoSuEu3axHZQhvcn8tTlLiB58B3B/ok24cTqWfsLhOaEvC6aDwbE76U/CBSvW4cUZzlPAKBYBMLx+23UeXolfGe4WS30tQDtVjJm3g99e8OkM5G/d480Kb1cl+18Y8H1YQ4Ccc3Ebsx9yn5ByOqpDETDzU+Vq8nOCzB3z/Re++Wf+O5m+cWvTjS3X12WKcXuud6lCiqOSfeOxoqcoKsVZ+r5Oy9dJ9uZdC4tY5D2tcG+AZZjGWgsBDeaKHDlDOZVboaPc24vpsB8XzwGjphcjsfk3xIo85W5STyRnPNQFqPJPJOjjH/3JHB8NJnnYzF+a8nzkrJvLC2I8qG8M18fCtFEndriNQmHOSViRThEi7skL/vM17FvrXW7+57C0+jFtNxnfuv7lvD1B/F9i24EXzP8kFiPyzqZsvv62sFivS24G/8Ngr9dyom8QyM5J3/wjJy7i6Gb57+ePiNkL8x9vI+eKoNnFwSYM8bcZ4x5YClu7xurKIqiKMr2ZG0eX6zrPK4oiqIondg0zbox5iARfZiI3kREC0R0kYh+kYj+Da0uGkRE9MvW2l/p1NYdY/vt//ymHyYiopveLVNN8WWw5JJcVQon3aqSycM6BSyfWZ9qm9dFrbJH1gIPYtGiyuayDu346nIZBrvxtdtyXu3bIVhll3XbyxCU8X0tHsOuX2/9dlk7ntuK7WRZ98u7vbTrb6d9XdSudN3mgM4D8fWnl3Put52Or1eXfeh0Xf33ZOPHJyLKPDoA3z3x9d3X5qkVmRrmTFVqJ2dYfK88qA4uVN2Vf6o8J2TPZ18S5dnlx9r2QRkkm6dZH9Rcjpr16DgL8roPTOQLLAjkfhk41o5KLbyJmea9IbXwAl9UKbTgwbL11fXIElAd80kPZcKED1XOGLWNq6uz9nVb1NMQpLPByqgWZDJRj4gsmITZhivbGgTlrLJAdRC8MoE0fPWyG5cqFWntMFt2gUBPs9R+RERPLsqgoaOseNOIPOg0C3I4XpSyoaJcUIoidy65vLwGYcQs3SJ5zoHsDgXckAk+RXlGuBbDLazrVZ+3qbce3artrla0t62g2+hvPWjHW77j+2wHDSb475FEGq/R8iUZ++O5C258fPCcfC/OV9wz+5X4G94unFr8VHObpwJWrjbrz+Wb4rNuVu2FPk5EH7XWfujK3+4mogkiequ1tm6MGSGiJ40xv2+tPdemnfuI6L6jQ+PriRVFURRFuUoMYi5fm8dPTI6gSFEURVEUYLMCzL2LiGK+0m6tfRzqFKjD+p619kEievCew1Mnb3z76vJSuH9UViq51dfwOkhRlWeni05FqL4Sq+Mo8zk++/YD7b3ID9HL8bvU+uMxOrXj6Y/Qenc8r/bd69oqoaU/nrodVixl37ustx6+ffuNMdCDdcPA2sW63fa9g4a+22P2ZGmwgfvlO47P2qCXe3k1juHV5He6B552kzRsW+90RWoyj4/wCrLyOZYt7mh+QsheamiE713OhufytXn83psPnYy+5bgTXO9Somb798udhpmGKIdBZECr65ufPfv5TVg8mvYW7TlLB4qDlE/TjrI0Wb8eEZkEvm2E9hy17sn69dZrl1slYDsNdl5x0lZGRERcXoMUpHUnsxWQVWU7QytOPrIktdyjs878Z2RWthNnk6I8Ebl2b94zL2Rj466dwqg8fk4qJikouvHXFCCNGrPWNBE8o5BCy/Ayaqt9MkzdxuUtwXr6zM8W9OAdu9007b3kShP79fDB1G8+th5kPg19VJXPenRRxu26MXXWbreXZRrax+fds/4do28QslkIGJGNu+OspJeErFyfaW5X62fa9lUZHJvls34HET2ynsAYc8QY8w0ieo2IftGjVb/fGPOwMebhy+XaelUURVEURbl6bGgu5/P4pcVKayOKoiiKogi2PHWbtfY1IrrLGHOIiH7XGPNb1tqL69R7gIgeICJ64/69Np5ZXQUKD4FW9/xScztblitQwTjzeQLfLfS5EvSg2fZroLGuRzvcpT976zF7kPl82DfBZ73VRz2Auu19zXvRaPbi3+4j69P33RjP89KDvza2s9n+7YPyZ29tt7/z6M0nvP9j8rq93Mt+/dl9vuat7bSX4XnwCNZDOalBum2svU/aUiynieGc09Dz6LJERN+UvFOUT0/e2tyesS8K2VzlpeZ2vXGBlJ1NN3M5n8fvve2opSmnAbV7WUrWvPRPFpqvsoxTE7z2muxHxByE8+AszAF/dtOLdi31aMSFrzlonPGFFb7mUJe300EjLsq9+LOjhpzXRb907sOOMihT7MoZ+Kxzf3buv05EhK6xSZllNYG4GvWaK4eBPMYtY9Kxl4/baSa/Mypl96wlsZTllmW7uYIrt/qlMxkk/zA5Txn90EWoeJD5Ut2AzJOopMdw8NtMe94LXfuld/9x07XlaMdj+o4BGXy41QbG24JXb2yfU2a+oyY14teXnCXyciItVS7U5Fh5U+Utze3Lddmf8xW379khGbfmsnlVlGfrLze3V6ovCZntxQT0GmezNOtPEdE9vgpXVuGfJKJ3bEqPFEVRFEXpBZ3LFUVRFGUT2awf658mooIx5v61Pxhj7jLGvMMYM3SlPElEbyeitol5NeWLoiiKomwZG57L1+bxheXqemJFURRFURibYgZvrbXGmO8nog8bY36OiGpEdIqIfpeI/p1ZtVEyRPQvrbVPeNpZDUxzZN/Jwg2rgYzsnPR7q77oTNteeUmmeJmtFZvbl+rSzO6VsrwUzyw4s4+DJWkGdLnmZJ+vPStk35S/pbn9cnVJyI4PySBOxmPuWmUmZ5g6CZln5nxjENgkYMe41JA2ZnvB1LDMTOBSMNfbX8yzetJ0JYKgJxcbzgxnCOy/Qla3kkkTvAjstkZZIKEapJGJmflMJYOAG0baoBWZTRo34SUier7hzIT2kcwycM5IEyJ+LfdCAJuQ9T2DgFzPmsdEeb891txeDC4L2XR6tLk9HsjgIJ+Y/+ei/N7xv9HcfimQz+GhzAVuqht539FMyZC7JmO0T8gqxj3D49mUkJXNoihnxt2TkpWBH89nrn+TwREhS4y8f4upc3UdCw8KWd7Ka8KZt9IcdiyYbm4vZzNCNm5cuzFcn8XkrCjfbb6luX0qlGZc/JqsBPJ6VKwLZFQwMvI1HuNg+Lrm9sXseSGz1r2XtUQe40DxNlG+UHXD50ThqJB9cNwpOt9zQJ7zVAGuQYOZhoJl3zTL+nYW3I7zEJyokLoxN2eKQpYLXbkBY6HFiJLKtmAQc7kLMHf4JM2x53mvG1ODrz4qdxpigQthDM8ePSXKH/vVQ83tb7tBvmdh6MaoC3NyjPrsjDPDj8Dd5WBRjlG11D3nL8O3Qy11z/L1w9JGNYKpvMLqNjwuSPlA9idt8Yxz1yTO5PXhVdFKt6Udn+uO2E/2tSVbHPcE8Pjq4BljTW4RXkNzX3YxDw/JDoxHsjLv7/mavD5n2BhWhcGuHMtynnVoAYLqFdjYVwFXBPzWKbBvlBhMgfn3w4qVC1rWwLeXdabLAVzNsmm/GDZk5VhcMe4iFGGOjdn8PGRlANEEbLn5t8Ykye9dX5roKkkFXIHceY0E8juVf0PW4LriN3XO4wswxMaR1PPg1zJ5L/E6829K/E6N2Lf75VjG2tqTk/eAf3MfGZEm6e/c767PG/bPCtmF5T2ifGLamaXvO7giZNxd5MySHP8a4B7Cz7KUk+ecZ/ckKsvvwlwK4zNzHcmsHEfL1VOkdMem+axfMY374Dqi/9htG82UL3tHO9ZVFEVRFGWwbHQub87jh/Z0rKsoiqIo1zrGt9q1Xbnn8JT96l9+PxG1BntYfNqtAH3qeanB+18X3IoPXyElInp1Ra56lUK3jvHF9HNCdn7hi83t0dJNQjZZONbcbmRyVSvO5EpnLVlobvtWmHK5CVGeKB0X5ctLX2+779iw0/QvlaVV4tHJbxNly1ZJi0auiibWrZjONqR2sVKX8QCz1AUAKhamZd2a1Or2i2ErphPDrxOyHGik58rPNLdvHP9OIeMa1/OLXxCyfCTTB1nrVnFzYUnIfOdVLBwS5VFWvrT0cNv98P4sNWSKjHrigugYWEEe1HUuFZ12Fo+xW1dF+TkTEU0NuXfo1flPCVkYuvdktHhYyBbYc9eJfORWpxvx5a7qdaqL5/EDY3+huf3N++X4t68gNRQvrbiV/TnwOnpi3o1jF4xc5a+THONeqbh3SlO8XE2SR6y19251L3rh3tuO2of++99yf+BWGRhs7fT55qY9tyBE2bycu5//rHsnL1XkXPDiiivPQzCxWWZc8uk5aYkTG/kSTGYTze2zobTomUtOub6C5nEiJ79JLtaebm7vLch5nQdmQtn5ssyWt7d0c3N7JZbzccqitg3nDwhZkknTmErDvc8haDQD48aEcof5JR85q8Ysk9eOj1n7x98iZNVYBqsq5Jxi5njwJiGbD9w9qlv5rVXLpFUj54i5o61s1sgx6rWlL4syH+NxfOfzfK2+blIj5QqoAd9ullQB+4bMMr+7Thi6/H5pCsEvWTuHx79ZyBIrx62UfV++t/AeIbttwv12uXdS7ncbaNqHSu5940EYiYguLLj36ZE5aUn6zJK8JxN5V14GC5OLFTeuvVSXqRDPBPJ3xsUVN1bFsezrdrvv24P15/LN8lkfCE2f9Zr6rCuKoijKTqPps76iPuuKoiiK0okdqVl//Z4p+yfv+V4iIpq4SfpAJEvufJ55Uvrffm3WrSQ9Khdwab4u/VK+ljmN5yRJzWjZLDS396VSm9ZgPjuXwDc4b6Q29kz5oeb2UCR9oEci51OL/q6zDZkCaTjnzrMYyNWyhcSt+uOq9YGiXGE+kDlN3Iv2a7KdilvlHy7I1Xm+IkhElGcrjdx6gIhob9FZIoQk/XKWErkaPbfyZHPbwjH4Kv/hiW8RspKR17JunQY6JdlOOXGr8wtl6Ss8MnRMlCfy7vosNOS95VYLqIEOAnn/ivn25p9ck7AvuqVtPSKipcxpm/A6L1XdfU/T9lqGTuwZvbO5XQplDAjU4HSrSY5ye6Asr0+SupXjRiw1XBy0OEngGvjgK/ujwzcLGaYTWa680Nw+OP7Wtm3OgJXEOGu3ASvujVjekziBAWkAoEXHjaV3Nbc/MHVCyG4ake8F96V9aUU+z88vujH3UiLP65H678l2BmThoXRi52nWbx6Ztr90x483y+/7KfYsDUt/zuwlFz/kwpekT+TopIy38PBz7rlfiOUcc6bqyjM1qUmqMUdr/Cw6tSK/M2YT5uNrpAaax0hpgL/rgpWabO6DXLCynTrT5mMcFKRinGY5BO/GjGn3yyS1YKGR1ydgvu8Y5yNgup2ckb7LK6mM78KJwNJtpeHaTVLwyQZLBK6hDqCvOO9zDOihuFXaEliEddKctoNrVImIcqGbuzEVpc9KL0nkPQlYO2jdkEDMEp6fjR8f6+Zy8rvQQCyhmNcN27uZppnU6gbQTsD6i3Ut81cOg/axZ5AMvv3S1D3rBp6JlmuQuvOy4C/NreJ4m6t1k3XrrdcOsbr5vPzNMTl0g+sL5CUsN+T7xb8bbyx+q5DdU3QWOR+6Xl7Xm6fk88PT7z47K7+Fn1t24+qrcuqmxxbkNVhiY0rdyGPyceTl+U+QMkh2gWZdURRFURRFURRFUa4FNi3A3CDgAeb23HNlpTkBLSbTkO8dliumSxcmmtu3TwgRXarDCvOiW9iYicHXPHRLUl+v/o6Q8dXETpo+rmHMFeRKY47cynUKK3lDOanhrDPf+JRg1Y+Bq80N8PO6HDpNbZRJKwCu+VtMF4RscuR2UeY+cmEgV+B5NEhcnccV+DB0Gle8lnwFE/3rI4hYeqbW3i+cxxioRPK6FjwrzCXQDleYlhf7iprtOvOVHBuSPowx0yovsftBRDQSyNV5HsV9AeIRoCVCt+AqMqcOMRgy0IJ0C2oS0BIhAS10O1ADjhr7hD2nLXUj9/xwiwki+e4RyWcErVz4u3l04t1CFnDLETm80FIkrUjmy+6dQW1BGLjVcNTY4DmPl1xfUZu/RG4lPx9IH9jRnNQAHii68gRkmJjMu/49DhG1H0/wHXbPU5ah9qK/50fZ2TTn8YkRetc7nAVQnblhBwXwaWU+kyMTEGl7SWofDw477fWLF2FMZ1HVI8iyErPH8dSKHD+fyV4W5YxFlW+Atnw5ce/o3MpTQpaHOYZrJlGD6PN7DnBeBa3dbgQjSZ9dcLGEDoy/WciKBjXJLFtLn5p0BP2TsczxWYi1trvEtjtUZgYXDc8z4Itt0lK3h+vTqXtt9+tyju8Efuf00vduLfF6sUzEd/Yi89Hu5R3dX/hBUb5j0o1Vwzl5zstVORYssUxXr1ak7GPn3Ng0DFH/H2lIDXm5+kpz2wRg6TSgd0jpnh2lWbfWPmitvX+8mO9cWVEURVGUbUVzHi/oPK4oiqIondhRP9Y1wJyiKIqi7Fya83hd53FFURRF6cSOMoO31j5IRA++YWrqZPnZVQOcMJ9BHbedz0tzkXv3ONONU2VpHrIQy6A1GWunBGapk5lLn3QuJ81Ar2cpFyYzaaI6A2bNz839VnP70pIMMNU+XEtrYK0SC/i2DGY43CwHzdWNkefsC0bHKeQPyjIG4AjcPZlnpjRERBdYmjcMTtJLWoccNw0Gc350BdhTdMG0MF0GD1pzZFimkcF2zy8/0txG021uzl5PJoQMU5xx89/FijSv5OZh1YZ8CpYj+fxEoTNj4i4DRH4TrwDcDbhJE5p8zS0/0bYdH77ULHhfezHR42BfezHJmxq+tbm9l64TsgK4UZSNuyeXwRx2ruLSGMZg3n9wzD1P6PJRrkuzSP5MjBZlusN8zr1fAQtYsx7cNYEHxiMiemt0X3N7LJL3IArkOJoP3NUczcl7uTfvxo3pkhxD7qzLdIPPlD7b3A7hGizVXNAnNO9Xdi9r8/hNw9Mn/+Sz1zf/fmLcvc/79sixt7zinp3TC3K+mR6RJrWnltycfKosx+li6J77fCDfAR5vbrIgn+ujZekq87Jx7305k/PW/tAFlpwel3Pu+VSaxfO0q8MQ0HRkSLqqcCo1mS7Ol2qKz9ed3jMeCM1nur0dUm9xs3h0+cnlpNkun+fRdehqBPdUFKL+3VMO5OXzuzfv5uMlCJo5W4dgj8w1uJbJ95TzhZWPePsgvtnU7H3L2Zma9YauyCuKoijKTmNtHi+nu9/PWlEURVE2yo7UrF83dPjk//fVVW3pGybkis80Cy6TwqrSn1xwq8/HR+RKMGRuo0rqtPIjOXmZRo1bmb0h+iEhuxy7D5BH7WeEbMTKtA5vmHRpa2bpjJDVMqdlGAnkfucqXxdlHuwsD+lEDpZc6q1T838sZPGQvHYlFrQtn5PtTI290ckgFdk5FugFyUdTonxw5PXN7Qsrj8nKoOknT5C0RuKuD0/LQkS0DOmiug1mgpqMEqThGB1yafp4cDcioj2R03jaSGopGyxdHRHRXM1pZVaqUlPLQe34ikdbjqlheAAiXN31BQfBdnoJjCNToSy1lYUQrASPIVPiyOvM2+0UZIlrfyII7FRNnDZsMZKaulEj6zaMu14XFr4sj2HaX2cejA4165iiaIxp1WqQnoenxEOLDmPwGri+Hpl8j5AdLsrrzllJwrZltDqqpK4PxVCOsWNGHmMs59Jo5UBWDrp/tpTdw9o8fuf4/pO37XVazQKzhMtS+VxxK7nDo1LrfmZZWredqTpf+MWGnOcLQ67d8xUpO73SPlVaBO/dOLOuW7BSy/3swm+7diAo2v5xab11w+R3NbcvVp8UsiFPik+cm2YWv9rcxnERLX44aGXlG+99Gnqfph1TnPnmY5/VF8Lna7Tuw/R1dfa9gJp0fr2inEx1VcpjQMCIbctjcGtE37yO4JybZu764PlrUM7BwefSjVxXniJ1FNKljobuncE5fyWV71oUuKDO4wU53vD+zTfkc/fCiiyn1r2L3JKISAaVy4UyiLRat21vdtSP9bUosnuj9pOYoiiKoijbk7V5/GipfeYJRVEURVFW2VE/1tdW5I+XDp08dCW1UC0NoY5bVRopSHP5m0fd6tQSpHz7vfnnRfnbx502dCIvV41/ffbp5vb3jr9OyCZjt1p1LPsuIUOvLt5qag8LGfeZz4GzQiW6S5QD1lJq5VEMO8jde14vZMVQXrvl2GkBCpGU1TKn2YhAA740/kZRHmIrzjMkV/WnyK1cD49JrftUKn3h55jmDdPOcVIjNfAj0QFRzjMNZ81Kja9lns6L4Ac4HMhV9SWmOZ1dfkzIbph4U3P7Aklf4TEjzytXdCv5I3nZV75yn1ipqR0L4frEbvV+JCdlfBXXWmk2Ehm5olrN3D3aE1wvZPNMazRlpOXBhfQZUb4udFYcF+1LQlYK3H3PQ8qQCjwjPOXZMElNx6XsRdcfSD9WIamRDtm1zFnp55Un14dXGl8RsnHQWvH+YtyHG0KXMmjGnBKyCXL3NszkUHs6k8/sjdHbm9sXIvn8TJTe1dzGcxwn2Vfub18mqcEaYr7nF6pyTKum8vpwS6On5uXzsxi7uA8nRqW2fKogtXrHam58PBueFrJcKJ8D5dpgbR4/OnTo5B+dce/I9SU3X19XkunQuLboxWVp2bUCc3lo3Bx4qCSf81MrblzMYEIuhq6dCuTMqmRSQ14Jlpvbe3LHhOzo+N3N7XlzUcgmrRzvG+TO2QzJeb3CfOExfatPY4/j/Urdacz2leT3CtJg6RXRgq6cuBgqSbosZKgtLxWdj3+aye+wPNNeB4EcFzMYF3k6O7QqKkYTrB6kdVuRVgpRzp3L3tHXCxnXyqMFFKbxLJCcOzm10GnIc2DdgNZSEbM2GMlLzTpPO4dxc+JMvhd1dh8qdfmspeyYAWhRo5xMbTfM+pCChdhSxc25BPfAwr01IhVh+zTCCFpUWPbtg6lMuQUbxh/Ig5VckcV3QusL3j/81uIxEJJUWjdgisVJFkdm0shUvCNWXmfOEPSHf2tF8LnLdfKlnNTQv2FC3oNlZhV3pgqxN4rOCunrsbRI4mmnibpPbadsDjvKZ11RFEVRFEVRFEVRrgV2lGZ9zXzu+NgIfd+bVrWK0SRUYotOsy9KrU8pZH4fsVyn+MWbZLTXnHGrTOdrMh/s3ynd0twuhnKVLWAL+VXwu+sFbiGQtARaRf8wR2rbr78kIEvAp59Hh6+1hNZ2q5sp9Cez8vo0WLuZLYHM7Xw3yVX+KrioG+Nubh0Oyoutspvb1m2kclUyZr5AwZC8HqhNicLbXN8mZNTrZRZl/i7zJiGzYO1QZNqEGKJwc9/I0Pifn6jotLxYl1tYoCyERwT9DTmBuXHdNomIhkCjVGMPahRIS5Fe4O8QPmu5wB0zBdVYAKfBxSjjfFNJroajxk3uKy0PeP8MySjuvr69vnS/KCfsMbgnlNo3ruXGqMvY11G2JD8GFgLfmHPP6GeNzBrxQ1PSSoFrMvPgl743cO/715ekVcRiIMtp4N6hxVQes1yT2Q2Ua4O1eXwit4deLbtn61CRW36A7zJ7HvmzSUR0tioHND7/4Jg1V3eTzMVEai1vHHJasAIMkpWanAtq5PY9mt4oZNyyrJTJ+W82kBk+LiQuOnylIaPKN2L3LqHvcgDaRh6TY6wos1tMse+VEQIfbIgJYoL2Pra5nNMWF0b9Lgwh9K8daAVQz0CTzDScscd/GzPAFMHXPGT3JAItbp3FQblck2MUwTUYYZk6hnNSIx4xay20GKhBlh7L/P9jyCiUC913K7dIIyIyYO1XZeMtxiviVgItFgNQ5tZsCUktM7cC4FYaRETVuowXZJm2GmMVhIErR7n2FgpERPV4wfWnBw0vvhchs3DIG3nfI3Yt0fIuY9rrDPLMRBatLVy7MUkt9yn7WNu+YlwFHgcJv+Jj8U0N7UBWiyjg336yLh8O67G09lBN+vZmR2nWrbUPWmvvH8/nO1dWFEVRFGVbsTaPF4L2AQ8VRVEURVllx2rWFUVRFEXZWXDNuqIoiqIofgya6O4E7r1p2j704Z9YLcxLs6naV50p2fIFqYHPDzkTuJVFacoyuyzNck6tuAUBDHaTZ+b0NUh5xE30eKCbTqBpX2a7N6G31N5EhrdjCY/Rvg94fF41sWhy3b7sO0brOcu6sajr6yvKPHWpfV2wkPfW9dFyHln7e4nBAzmmJSShhN9PrIsBSnz946C5NppRcfB68EP6LPh9JukIVr0aoxUew2dO3wvCPQUeJnRF8B3PN0TjM8rv+1oQzjX2sYCbEZjOYeq2syz91WsV2dlPzbpARo9Xfk/IjozI1FTnq483t8vVU0LGgxFZT5pGpRuSR6y19251L3rhWOmQ/Yc3O3eQ0Zx7XkdyGNTQPSuPzEsdwzhYXHP3s+VYPuf7mTIf3/NXWYy08xUITjsuvyX4uDhbk8eYZab2+4pg6goDI3cdQheXBhtgYxgUMLVcwuQ49vIAtPOpDCKFwWK5Cf+lTAaRqwTuAk1m0jz7Mpj3n2m49LLX598sZA1y5uzPL/2BkE2PShcyTjVdEGVu4sxTuRIRLUHqtIlh5xqHgfOWG84dB8coJMcClqHZMA+qd7h0j5AVwB0wNs7UfDmTKbx4YFs0uX6l8gV5zLwL0juck25Pl6vPNbdvGnqXkA1BkNdXyQVNRhP5g9a5SFWN/Ba+bOV15ulKR0m6CXBmrQw2OhrIuiOZc0lpGPkulllA2gCe31ErFwBrEGSVsydzx1wKpEn4xcwFnD5B8l7WAumO8djCrzW3b5/4YSEr2faKxRjOK2Buqm8ZkSngbmCeEqM5/wcJd5tdieVg8PySE3505t8IWbcpjpWrzfpz+Y4ygzfG3GeMeWChXO9cWVEURVGUbcXaPF6FH46KoiiKorSyaZp1Y8xBIvowEb2JiBaI6CIR/TwR/VsiGiOilIh+wVr7Pzq1de+Jg/ahf/ajq4X9EGFu2JMOKGJL8PkOAVAy1Fm1q4eq7Gz9baJWFZmo20M7kFZG7JuAjJd9+2HdGDRdPAJWyzFk/2zM5A1Z17K6tg6yBrRTY0E+6qBZYOs1SVmuHjYgXUW14rQiy1W5ajxTcSveL61IH8oCaB+PlNzH5Z6iXDAaKbhyoSCvXZSX55mLXDmMIEgaKxtwUgnkaYmlNqwrMqxgQDlUKfFip7ptjt+RXtTp25le1OxdDiFERNbXbg/tcIWbhciUPDNLY1nevKU5+ey/Nu8CSD08LwMg/dtzjza3Xx/cIWSvpjJI1iOLv9rczkcyVWOj4TT0qFVUemXzNOuDmsuPlw7Zf3rryWZ5KHTjIo693MqqDFYgaLlUZJZvPus2tDTj7bQGdW1Pq2WZ2/ZZqOFxfO20WIvBmMDbwWPwdmO0HsNPAPaNgnV5uQEdwrpc0x/Dd08qZHLHRibnSi4vk1zcuRSebW5fqD4hZCugWeepwaZGZYo8nhI1JAhQZtt7imLdYesCqI2SDK42BBN0rsv5sOWTEe4ul6NFhQhWC8fzWcwhgScArS9VMO7XIV6uPKanbreBY3vBZ82G19xnYYmfRDy4b6fzr7OX+tiofF72sem5nIC2fFF+bx4dcePjCDy+55lRwMeXPytk5xY+5++gskmsP5dvis+6WbX9+jgRfdRa+6Erf7ubiCaI6H+z1r5gjDlERI8YY/7YWrvQpp37iOi+EwcmNqPbiqIoiqJcYRBz+do8fiCPqVwURVEURUE2K8Dcu4gottb+ytofrLWP8wrW2nPGmBki2kerq/UtWGsfJKIH773j2Em6ezUdiR2VWh877nxdqCC1qBT4HEVxydmjzuIyr0NphzZ5OZGrY8Z6NOuo2ebyFDXirq6BY7Ro2nm7vrp4/FimTTFc3oDz4hp7kLVo81m6HFuXMltxsjzkfCuuyP4NLzs/q5F5uTo/vOj8hsby0q8sgrRqkyOundKI9DcqjDJtORh3YEo4k2errXlIncOdjsGh3aCDO19W9slgSbdFW87LXk16h6Vh3/vVSzubTb9O6UT9W+D0W7dDO0JDj2NTzb0nuXlpGZIrSl/EeoOln1qSWqKf3P+G5jZqGfZXDoryIfOzze2z9rKQvVL4WnN7pXZRyOJkTpTVp33bsOG5fG0ev3lk+uSevBvH65kbPy435KfJEku1Ogw+myM5+Q7yV6CSyjHJN0LxVizGU8G6Ho24jO8i9+tXe97aTvt2W1Or8np+LSE3hEMZ95tHTXoDxkGuWW+NKWPX3SZqvc4xufc+NvCdwe5mhJMuYJiWOYCngGvIixbSn3k06wba4RrYipXjK1qwRp4Uu/watGpqoe9sbm8Z7llavACsT1CzH3nmbn5vfZr01f66PwRg1eLTMmPf+XF8qVTxPFCbnwpLkfZxH3qxHuh0DdoRwzuC13xf0T2HE5DwaoyNeQcL8vv2JnCLr7PjLECKav55iXEClO3NZvms30FEj/gqGGPeTER5Inqpjfx+Y8zDxpiHL80vr1dFURRFUZSrx4bmcj6PL8aV1p0VRVEURRFsi9RtxphpIvo1IvrfrbXrqqqstQ8Q0QNERPfefcKuadDtsFwJpSHPCuuy+5FvZmba1yMiKjKtPGrPGm6F14DMstUylLX6jHfps+7TgGNdlPk04j3V9fQHNeTcLz3Guq5sG6ihb+/DntXgOjMf9gziFCVYrrp7EtflIx8y7fneEf/HI9e2NGqynTRxx8iBZr/VL90dM8jL8+LBTb1+6ERkclx7Dp3l/uwtmnSsy1a8fct3HTXr20xj3i+D0oIz1h/V+jhmD/7rpgiWGQX3cAVD0qIjv18e/2Dmoiu/Ly/f7xmmab9ck77uR4akSuDcsCtfqMoItycq729uvxrOC9mMOSPKC4mLHrxUfU3IMCqzsnV0msv5PD6Rm7b/7nk3ZnzzfveslDA+B6MG0wb6sJ+tujZ/b/45Ibs3f1NzG4er56vuGczDp9GhvFRfVdgcOJNK5cEQuW8H1Nih3zXXFteNlDWMczANQBObGfD1tm7uWkrOCdlYzr13wyRdDyoko2BfqH6juc2jrRMRjean3fEymYVnviyvM48sXSzI934ocn1oQARqjMbO9y3mxoUsztz1qdbOko+ARTivwXiRMC14mkmN+DK0mybuegWhtMTzRdMeLd0kyoWcswitxbI/3N+eR58nIhotHhblJHMWfjEcv9640NzGV3Hv6OtFuZRzEejjTH4HzSy7yP4ZXB8DHyncAorHCSAimhi+sbkdQsT5WiKfw3LNjf9ZJqOv89gne+C6GviAqcbOQmuh/Ay1g0fyJyIailxU+XJD/lao1eX7FbEUlFFOjhNVVreTddg7xv9qc/vAkHxPDxbd/RuN4PsSLBgazEIJrWOKLA3NKGR0wPeUW440Ejk/a+T4zWezNOtPEUH+gysYY8aI6A+I6O9Za7+ySf1RFEVRFKU3dC5XFEVRlE1ks36sf5qICsaYZlJVY8xdxphvpdVgNf/VWvtbnRpppm5b0lUdRVEURdlkNjyXr83jsdUUrIqiKIrSic1M3XaIVtO93ENENSI6RURfIaJ/QKur9Wv8mLX2MV9b99521D70sdXARXbfXiGzJWeiaTDY2qIz7TQXLknZBZlyyM65BYFsVprhNM65dpcvSLPPlAW0wUt7GQI1/c5rru9v3SuPsZelAoszuaYy15DHXIqdKdJwTprIFJmZdwzBbWoQfIensjHU3rQGg93kwJyQW/TiMdvVIyKqQRCUbh/NCJacfO0uyxg1IoXJKGTzQxOipdhVhqxzxCyMMZMdNTwmzq2Bgth+cIwlSG03XmCpWeAyzzG3gVfq0sTscCSDMuaZ60YZ3B9esM7keG8m37VhMGV7KXjFtWmlCdwR6wKPLVtp7vn5xV8W5e+c+JvN7bFIPuuzDbfvZ8sfkfuNnhTlsai9l89sw71fLwQvCNld5nWizAPBVOH6TBbcMfA2f6PhTPmOGRl47bpheV48FdKjFRls7aBx5moTkT/l5DvZYd6yT5quHbluobld3AfuFwV495ibSWNOyhYuuXs7A2Paxaq875fqrr8XavJFPcusLV8ty4CNaFp8MXi1uX16SaaYSdMlUjY1ddtA5vLjpUP2F279yWaZx8hE004+HzVgPlyIpRn8Oeb2dBpckhaYyxYGfOI0rNxv3sgxlJuhxwTPbvZicxtNrtHMmpt9o8lzv+4d3CyXiCjHzLVrzDSaiIjgPEkEAYOxhplSo0lvL6kXuakymmcbcBvYqSkd8V4iaercCPBa8n0DA9+XmVRUZakbRPFaBcyNIcpJk+csk89sxhbOLMh4/7bifqCpfTHvJrkUfCAbsQxi2i34zoShc+/CQIJJKt0EMBhqO9BEf2JYfmfcEb67uf32vfJ+nRhx7+kecEvzpblcgECdpypurPzaJfmb4wnzdVGuJO430XJNuqX1e52VbtjC1G1EqxFiieiD64j+SbdtNFO3XTfVsa6iKIqiKINlo3O5pm5TFEVRlO7ZFgHmuqWZuu3u4yftwQOrf4TVcbPEtOd1MLNbZkFRVsCUvgypNhbdil0yK1eyUhbAJoS0MStlt5r52tKYkM3DKtfdE24Fc6YuV7GfXHIre+ch7tlcXa6kLbGUZ7VU9idgK+Uh5Jgop3IFlTMcyv4sstXE58xDQnazlS6MEXusnjYPC1nRuGtyJDsuZJcCGcjjcuY0tbfQm4XsFfNEc3vSHBGyISsDvzxZ+8Pm9j2F7xWyumGp2yBtC6ZJeTlwwY1PL39RyK4ffVtze292QMjO0LOiXAxcoJwMNBuVzK1mHja3CVnDwIo3y59ThHPmwYpmzWkhe6IqNbcrTLuDK/B7Siea2+VAamoxWBFPexOTfJ+eNi5w0WIiV2kPjr9VlE+z4GKlWFoB1AN3XodH3yRkX0o/JcqzC+6Yxkjt2xQLsDNi9wnZK1ZenzB1z3Nk5XsxwywYMCjalHXBgCqgPXluSZp4LBinST5k5Cp/zJ6Rj838gpC9j1khEBEVAqeJwdQ5jSoLMDeH+XAgrQ1L+bKyILU7XJv+alk+dwuxHONmG66dSzAcV5k1AY5NDSMrvzz/ieb2UOE6IYuKLvDVEgS6UrYfa/P4vvyhk5++6J7JNzHDnX0F+X5w660ErIjQ0muh4f7w2bqcfzipke9kwix+coEMnIhBt9KMBZmFsSXHLI7GomnyMVZwY0QdLERWWBDT1lSG7a0CsC4vo5bSFyQNU1IZNrbkc3LMRKxHC5/wY5CUZRZM33YoGwl6yS2FAtD45lFDHrr5MYYgbTwwWx0tKrYYfA550DgiokLkvpHyofwu45ruBILPhfDeVutyTm5H4rHOylrcdeT7zi0Y0CqBRGo9+c7WE2k9djpy34lvzr5J9o9pyxMINhlAuzyNoy8ebQXetcVYXqsCe7YwcF4cu+/UnWr9stPYLJ/1geB81jXli6IoiqLsNNbm8XqmPuuKoiiK0okdqVm/Z3rvyeTff5KIiKLjMp0H7WUrQOA8bC+7lazG83JV69ILcoV5seJWlRLw7V5kPuMXatJvd5H5z4GLMS3Gcql6hS0qv7wkV5ifTJ0f7T35E0KGvtyXErdSvRTIFcJ9zM84DxqAC4HUIB4np7E6ny3IvoduJe1IdoeQhbDSeDp0GvHrMumXw/37qqA9e3bht0X5nWM/3dxeMXKBps5Sx+wzclX2xeBJUX5T4fua20XwAZs3Tuuwl6QW92vp/xLlA+bW5vZE6QYhKzON+CTtF7Ic+HYfTZ1FwdlQpqEaDZ0/VtVK6w+8PpMjtze30RcyY2uqqG08NPEtorxccRYDuAJvSjc3txcT2ddlI+tO5q5vbr+y9Bkh28f6ir5bZfB/Gim66/fc0idl38ecNv1SRaZiwZQqBebbNlqUaUkuLblU0cGY1NAXAtAWk0vfc725U8gW2fPDtb9ERDV2nR9Zlqmpbxh/ryjvyVxf50GLV2LPzxsmf1zIDhelJiEKnBa+lsjhfWXZtdOoy3fWYjwLZukzX5XHeK3irs/joHX/12c/JsrfNfzDzW306X+aWc5cTKT1CT4jU2NvbG6jRkK16TuLtXn8eOnQyXcfSNetg37pXF9Vh9gmyETeyd9dlO/2qxX3blXB17zGUqU1QJYGUgvF06rVrUxjZpklzFAgNaHjmZyrAqYvqebke7884sasyzUZV6MO6b44OdCWF5mWErV7KWi9qw0Xy6dVO+zmmADmtEI00bY/1YYc3zEVFycELWqUa993rrFPIMYFphgbFIFIZwfp9Dzn5W0TYgNwC4YUNLVYJmKpcDdglSBiBYBJhWHfdwHcnwDzy/KeYd+Z9hqtLdAqIMd8xrNAzjG8PzhP8JR4q3KXki2DYzbYs44WHT4/9DCUFrM8RV2Czx37WA8gFSKy3x5rbmMcJg7GREKrNKFZt1jX/eFAXo4TY0ZaAS3UXZyYOJFjk2rTN58dpVlXFEVRFEVRFEVRlGuBHaVZbwaYOzBO0W1XVqgbEJX03ILbXoGVvTm3elY+J0/9wqL0yXhx2a0gnqrIusxVWKxiEREtxe1XnDC69ysr7Vdir2da7t9Z+m9C9vr8+0WZawTQV/hs0N5nZ8GeFeUXq59pU1NqXIt5qaUcLR4W5cvzLqrkofG3CdnFZedHPF46JmS4uvnl2v9sbvt8j75SlL7uVdCwXso7DeyJ0rcKWURu1XYFfJMO5G4V5WVyK7EVtipLRDTG/GhT8MMbJxkJfD5YcH21ckV5JXHXeX7lKSHLR1JjH3JfKZIPV8Q0H+jjO1t5XpT5KjdG4z2/+IW2x8dIrPPWaTi57yMR0fkF5+OP/cEV7zNlFxMBI32fXfwS67e8X1yTTiSfWYxeys95riK1ViQXnIWVwmkWK4GI6OKijKDKObfwubayhpUr1QG77vMBrOpnzm9xiqQPYzFsv6q+3JAam4CthocQ9yIFbWU5cfteBOuhl8tOhuPdfSMfEuVnk/PN7Ufnf1XIeKyCiGkniIhmlsDXmEeQbtEuKTuJtXl8IreHHl1wc+t+ZsAxmms/j6KF2hkIP3O+4uaRiYK0IDkx4l7ueipf9CRzWtwUzNewXGexclLQMmWsbEG1FYN2OGZzBcbDGDKuf+NFObY1ivLboU5uPMlIzqMJGycbVu6HFllsOqQYNPRZxsdp8L8FTT/3SS7mwe86dDFmcvDehxiBnvcVvg+qsRsnuQ/tRsD5r1CQ2sYi0/SHHk0pXtcYtO5cUxnH8lsiS7vXkKPvN4drfEO4zgFoqzk+C4YWX3PwZc7npOadE6fue8FCrJ4gkPc9YzEhFisvCxl+W4jjg+87P0/5/BIROxfUWubYfcZzbslgwOamDJ4JPlftYdaFRET7whtF+faC+74agduaYxrxwJN9iUhq3hP4fRKzeb6WyntwZuHPRHl46FhzuxHLb2xl89lRmnVr7YPW2vsnSn5zEkVRFEVRth9r83gBgkEpiqIoitLKjvqx3gwwV9HANIqiKIqy03AB5mqdKyuKoijKNY6xGK1sB3DvDQfsQ//oirklBpErO7OT9JL8GKidded6/owMEvH4rDTVeqXs7FBOy/gxFDO7k9m6NK1ZStzxp4tgegTmK6erzpxnDMxncqzyS9l5IZtg5nrI55b+vShzE6bjk9J8PiZpmlUwzqTpYu1pITtWcKkkyiRTeNWsNFXea1ygsacWfkMeI+/SmlkwpeMmZkREC2Vnvo5B0RoswNzlJWmKPD0hTe8jZk4YkjS32medSV4VgtiNZDJYCU8nxVOjERFlzAx9wUoz/OFgryivZDNMJs22Kpm7tgGspWGKIJ5qCNupZc68HgPYlBNpdjfPrjMG5uGm72j2ju4PPFhRA4KARcykslx9RcgMaNgsO44vkEkApn0Y4IebcdUa0rR8ouSC/KE5IwYE5PdvMYUgdoF7Z2qpdGm4xEy597JUcUSt6WhGAmYCZyeE7Hzmgq/dab5ZyN62T7ZzYtjdgylIfzUUumcU07qlkA5mmaVgu1iXNnlPLbq6n12S7ik1wqCIv+WOD+4P3HQW3R2UXkkesdbeu9W96IWjQ4fsz934F9eV4WdJzMw5K2DNOg9eETPVjMnkO5AyE9YIxlMeqAnN1VfA9UKYr4M3YZ0Fp1sOwM2JpDsOD06Hwd44eTPUVkYkTd1XGpia82Ws3gTH0ELkxjoM3jWo95XPKRj4cyickP1jcxe6yfEgs9wknqjVLJ+n30KT8GLenXMJU6UF0sybfz8k4HJYTty8vlKT32xodl5ix8xBQFPZb3nONTivKrvXaB7Og/Xx+0rUGhiukbhr2YvJsy8FGz9HIqKhnCvzb00imY6NSLpyoOsGT6NYh8CCtYZ0h0D3t27hz34On0m4lyEro4k8d98sFY8K2duKPyTKt4+75+AwPBKTkWt3KJSDoyF0tXHjWDmR1/VS3cleWZb7fbEh3S5fmPs4KVvB+nO5atYVRVEURdkU1ubxqqZuUxRFUZSO7KgAc83UbddNnUzPXVlRA816VmOBXxblylGDBYprpHJVvZ5KtfdHLrpgWVPZASHjqZTOGrmCeiZxWt54Sa4IHijKlGeHyaX/+sTiLwnZbeM/0Nzem8kVyqftl0R5Iue0w5gSg7MEWkHUSPOAT3sLx4XsbPJYc3tfdIuQDZNMT3M+dSt0N01+b9v+XIplyqViKNuZ2uPShs3Hp4WMB1RDrfulFZm6jQeyQ63pS5m7JnsimY5t1shj8lXuNJMr3pdZKrBOaS2KBadNOF//oqemH75SuwzP4SgLjFMDLQiuqh8Yc4t4DVid5+cchXI1vAapfXhQHdTK+LQ71pvKR1rAZHwlHZ71FguC6qm27c4uP9bcHi3dJGSY/oWv5I+EEOSPHTMM5XUdZZYsaEWCWpkFlhbvTP0hIavVXSDIOyekZh3haa0qMMZxMPkVBsqssdRZKMuzW1uw8n16dEEGkeMBm2p1+Yyi1ki5Nlibx48OHTrZzrAPnzkZ1FXWhRiLIuhiigHdWDmEMSrO3JxShbFlPpDWZA1mlZYZCLZm3Ri10HhVyLi1GIJpy7iWzoJVUy+pk/g7iFZMOE43kvYac14Xx2Ucw33vdpw4bWcjldZ0GGiSWz+gZRkvc83w6jHmoK4bmyeH5fcLT5c6RPK8IpLjGw82imN4mHPHKAzLdhCuWeaWf0REAUtNlkHg2CSEIKrMWolbGxLJuRwD3uF8VGDp/VAjztORVcFqA7X5XJMdQYDCXODmURvI80KLRx98zsXnxUbyG5Lf9ySVlpM+6xD+7uGzhIF2+feUCeQzumfUpXo9knujlOXks8XHsToEoy4H7t1LYNAMwUpOBJGDwLF8XC2Ahv5QekSUTzMrCbwGaEGgXH12pGZ9sabRgBVFURRlp6GadUVRFEXpnh3ps373xD77yXd+HxERGVhVD0O2Gg2r8/WGWwGbX5Erci8sS23a77/m1jGebUgfnjPWaW5RmzdhnNZ0LpOa2aPmLlFeMdKfjfP0vPP1HhmSWu49xROifLHs0knxdFVIBP5YhWhC9odpP7n2l4goz7SNK1WpLcA0LjxFxXJNavMz5vuHqdtw9Zen7Cjm9wkZX+X3aVARTM3i94mWK5+GaeUzWMU2XMMaSA0JrkrK/aQ2lh8T/cfRaoJfg6u10sl9GlG7E8DKOe8DCcMp6QAAErVJREFU+o9vNfie+jQ/eN/5NUCrBO6/hiv33A9vuCCtc9CCgftY5uC68nf6g1N/R8hun5T9OVh0z/N4JJfni2xsxFXaBF6DKtPKz8ey9tmKKz8+J+/zJxf+BSlbwc7zWZ8uHLY/dp3zWa+xx/XMihzrPt34RHP7+0aktdbeIlp+cM06WNexY1RAe9VgKvsGqO8bmRxfKyztEfqzLxunWa8Y8KklOW/UWOpOTO/Fxyie9oqIqB7LbwceTwS15ThmcZJEttOvtQv6vueYlUAI2vxc6OrmWvx/Yezl8yqch6H2lkMt/WMjHs4FXKuLvtO9EHArAGinxbKKxZvx+WSnkJ7Ud874/FTqTguegBUcznHDzEoPLcu4NSJeO4yrk3Jfc5jjKg2ndefWYkT+7zD8ZuPfHfjd0+93B1q1RCx+UgQyfL/4c4mpCHkshSJ8b39T+F5Rnh5y78JoBCkEmdodLYl8qdzQCqnO/lCGSf9STY65PFbWMyt/KGSayu1qsgt81hVFURRFURRFURTlWmBH+awbY+4jovsOFyfo9OwEERFFgVxZy7OIx2EAEY+5P2eCq7Sy7vWjbgXzoXnpr3Zh7svN7WOT75OyxPlrVxtyv6/VvyzKt+z5QHP7XO1xIeN+tMuVF4QMV2l92nQOanh9Gt9a/RyUuzoEEbX6wrev1/74SKWG2vz+6MXXDzXbRO0vgmUr4K37efoD2vIs615Dvhl+Q76VavRX2870ojHC+9fL/WzHgudda0Wq/F43+cHm9kgkNSu4qs6f7hj81Xi0a9wPfYT5ojsaX/GV/ZGcHEd5BH6i3qxelGuDtXl8b7SHJvPr1zlYlM/V6+33Nbcb8Fw3MvmAco1RFbRH5diVa6kcP7n2vAIxSarU3vUuQ62pcWN6laTmeqYqfdb5vIbZEiaZRd14DqJnF9prbmMrLXwqqYuQXYFo2b4YN71gQQPciPvTcKKlWcjipFgYw/n8lwtBGxy2981PwRKiEbtrMoixfj0wEjjXXifQH241gRlY0Eohz56LHGjLebaW1ErLrgyebz4/tsStCdrPnVkG3y/ELVvleyFiHkDmH9T8c/Cbrd/vDp+GHqmz+Co1OH4uNyHbYc8sRp/n8+Hx4E1CVgT/dh6XY6Ehj1ljljyXGvIZ/Wz510T59pHvbm7fEMj7Ppxzx8RvgACuT2Td4MzjTChbw47SrFtrH7TW3j8CgRkURVEURdn+rM3jRfhBpSiKoihKKztWs64oiqIoys6Ca9YVRVEURfGzo36sr6V8uXty6uSJA3NX/gYpXmJn5sEDyhERLdWdRr6aSlkjk0YGeWZCfzS7XshKkz/e3J4naS4+t+yCvU2NyVQNUU4Gqnhu7reoH9S0tH/QFKolQiGjXzNzDEDSmwELOybYH/vabU1r0/2rbZkZnqbT2hryLE0KmtLlWPogDC6DcItgfHq5qTs6g0AGzJZxlcPN5wqhfCb3F28T5Vd0rFKAtXn8yNDhk/xZ8j+7bjsG4TIMWefK7g+P2keF7PT8nzS3j0zKAE88nVbZSHNxTAfKXcgwldPU8K3N7aKRKbwODMn0rWbIBZ0tEKS6Yu89BvLykRppmpxjlog4p8UQYI6bGPsCrKLZ+6DMx9EsP2X9My3B6Nz3VBCAW2NLkD2W7isng4DxVGVo1p16grpicDwe/M1iyjUwdeft5iGA2UjePU8YUA7b5UHlaixIKRFRhZlyb7eArxjQDd8hCZrTu3uN6eGicAjquvvVSKT5PE9D14tpvc9kH+Hf6vVirX1FIorYIzsMAeammMn8DaPy2r1l718SZT63Y4BNPnZWwQMGvIloMnVj13UT7xKy1+b/lJTNZdPM4I0xB40xv2GMeckY84gx5pPGmJuNMX9kjFkwxnyiizbuM8Y8sBRr6jZFURRF2Ww2Opc3U7el/o9XRVEURVE2SbNujDFE9HEi+qi19kNX/nY3ER0gon9BRCUi+ovtW1jFadb3nVzT/KSpXIHKmEYo82iHOsHjt1xfkqt1K2VWhuWO45Pvb9tmEsrV5z35Y83tupUpXXiQjzKkjstDag2eSm27raAOCtSI89XVlqBxVq4+c3lr3cGnLmzVyA8oEFxLX3kwFwwU5J411LIbSL9CTI6BFgcVgKhfekm1522nxSqhPYMK3Mf73qnfXJs+NnyLkB1iwYGGchg0rvv+4Mp5t7SkxzSuoRL052DtmCi/wtsZ0L1Uto5BzOVr8/hY7uDJPzzn5r3jw05jNOVJxxbBqzwKw9l1w+4PY7HMgDM7eXdz+7JdErKL5ObRcwufEzJMZXpg5J3NbZ6uiojocvnZ5jaOn1Mjr5PtGhdoC9O6hcaN4UNWauhR094gpmGFdlJyfRiN5HmMRAdFmacUw1Rg9YSlpGNpwa5IqR9aLd3QQoxrxGVQMq4RH87J1K5DwaQoF62zmsjbNlENiQgzoyVgpcCvc5lkAOGlxhm3zdLgEvVmecCtrDDlZxGCm5XCvetuExGNsYCFPB0cEVENLCpkUDsIMCf63mluZCnyAqn1zufcM1yM5L3E8xoy7v4VSQZXjKh9zCoM9igCL0YQBLHorgl+f9dTNzZgwD0faCVxIOesbI6QvJd7i/Jh28N+dIxGcm4ssap5CKrtS90Ww28gnh6znOC3hBxTqol7TyYyOW6cC929TFM5jipXh80yg38XEcXW2l9Z+4O1thn+3Bjzzm4aWfN1OzY82rGuoiiKoigDZcNz+do8PhRMXIXuKYqiKMruYrN+rN9BRI9stJG1Ffnbxw6cvLw4fOVvcnWIp2erpXLliqdrW4pBBhr6Gm8HHDorQfuVtuXUpVGLYUUO/apCw31RpXqAr2rz1CJErX5VvWgNdyqtWjhXbl2dx8faLSduRrqz7QZqd7ZaW94Lg9K+buS+S8sEWLn3tctV0j1YcEzlbxLl8dCNDQXQ/KBmPRCHBE228A8GCwp8h3ibUOYKgbG83O8IaEwu7fne5vaLc7/X9hjKjmHDczn3Wf/OQ05rxp8kMNig0LR/zzJ4dhtM8VZO5AszybRXe+tSEzndmGhu3zwhYy/UYcysW+eKVwukBnp41GlGM7DymoQUWuMZ0zbCvJVjb14M7VShP8vcOgr9tZm6OCKPVpmIYuPOqxJK7esSi89Tj6VW2Wby+yXHtOARpJ2LAmeZiN9EOJ5yrWYjlhq8OHXXPRdJbetYJoMXjlqn4CnBt1YUtP9+Qp/fGvv2WjJSez9UcOdciqSmH2PBREzrjHENCtbJTAdPVW7V0TDyOeTHRE36SvUlUebXHf3Jh5hVSQGsOnOBtDrl37EBXOcc/94lKcPv38i2r8tTiuXQFAJIwMefE5OzIsFYALxcBIuOoRDuO7OOGclk3T12ork9kZfnMQyD3HDOsm3Z11Lo7k/UMjbKZ5S/QZiSNfLEaGrAEMvTxI5U5X0PWbyGtP0lVgbIjvmVZ4y53xjzsDHm4fk+c3gqiqIoirI18Hl8JekvX7KiKIqiXEsYexV8dlsOYsx7iOgfWmu/pY38nUT0N6217R2+Zf1lInpuYB3cfkwR0eWOtXYuen47n91+jnp+O5tr7fyut9bua1d5UAxyLr8G5nGia+853G3o+e1sdvv5Ee3+c7zWzm/duXyzzOA/TUT/tzHmfmvtA0RExpi7iGjcWvv5Ptp7zlp7b+dqOxNjzMN6fjuX3X5+RLv/HPX8djZ6fleNQc7lu3oeJ9LncKej57ez2e3nR7T7z1HPb5VNMYO3q+r77yei915J9/IUEf0zIrpgjPk8Ef1PInqPMeaMMeZ9m9EnRVEURVG6R+dyRVEURdlcNkuzTtbac0T0wXVE79isPiiKoiiK0j86lyuKoijK5rFjAswBD2x1B64yen47m91+fkS7/xz1/HY2en7bn91wDp3Y7eeo57ez0fPb+ez2c9Tzo00KMKcoiqIoiqIoiqIoSvfsVM26oiiKoiiKoiiKouxa9Me6oiiKoiiKoiiKomwzdtSPdWPMdxhjnjPGvGiM+dtb3Z+N0ul8jDE/Zoy5ZIx57Mq/n9yKfg4KY8x/McbMGGOe3Oq+DIJO52OMeacxZpHdv3+w2X0cJMaYI8aYzxhjnjbGPGWM+etb3aeN0M357MJ7WDTGfM0Y8/iVc/5HW92nfunmXHbbGLqGMSY0xjxqjPnEVvelH3bTXH6tzeNEu2suv9bmcaLdNZfrPL6z53Gia3cu72Ue37Ro8BvFGBMS0b8jom8jojNE9JAx5vettU9vbc/6o4fz+R/W2p/e9A5eHT5CRP8vEf3XLe7HoPgIdT6fz1tr37853bnqJET0s9barxtjRonoEWPMp3bqO0jdn89uuod1Inq3tXbFGBMR0ReMMX9orf3KVnesD7o9l900hq7x14noGSIa2+qO9Mpumsuv0XmcaHfN5R+ha2seJ9pdc7nO4zt7Hie6dufyrufxnaRZfzMRvWitfdla2yCi3yCi793iPm2E3XY+HbHWfo6I5ra6H4Nit51PJ6y15621X7+yvUyrg8zhre1V/+y28+kGu8rKlWJ05d+OjDK6m86lF4wx1xHRdxPRf9rqvvTJbpr7dtO5dM1umvt207l0y26a+3bTuXTLbpv7dtv5dEOv8/hO+rF+mIheY+UztLNfyG7P5weNMd8wxvyWMebI5nRNGSBvvWLa84fGmNu3ujODwhhzjIjeQERf3eKuDIQO57Or7uEV06vHiGiGiD5lrd2x97DLc9ltY+iHiej/JKJsi/vRL7tpLtd5/NpgV80BnN00l+s8vnO5BufyD1MP8/hO+rF+LfIgER2z1t5FRJ8ioo9ucX+U3vg6EV1vrb2biH6ZiH53a7szGIwxI0T020T0M9bapa3uz0bpcD677h5aa1Nr7euJ6DoierMx5o4t7lLfdHEuu2oMNca8n4hmrLWPbHVflK7ZVc/gNciumwPW2E1zuc7jO3ceJ7q25vJ+5vGd9GP9LBHxlZTrrvxtp9LxfKy1s9ba+pXifyKiezapb8oAsNYurZn2WGs/SUSRMWZqi7u1Ia74E/02Ef03a+3vbHV/Nkqn89mN93ANa+0CEX2GiL5ji7uyYdqdyy4cQ99GRN9jjDlFqybX7zbGfGxru9Qzu2ku13l8l7Nb54DdNJfrPL475nGia2Yu73ke30k/1h8iopuMMTcYY/JE9CEi+v0t7tNG6Hg+xphpVvweWvXFUXYIxpiDxhhzZfvNtPq+zW5tr/rnyrn8ZyJ6xlr7r7e6Pxulm/PZhfdwnzFm4sr2EK0Gxnp2SzvVJ92cy24bQ621f8dae5219hitzhmfttb+6BZ3q1d201yu8/guZ7fNAUS7ay7XeXxnz+NE195c3s88vmOiwVtrE2PMTxPRHxNRSET/xVr71BZ3q2/anY8x5h8T0cPW2t8nor9mjPkeWo12OUdEP7ZlHR4AxphfJ6J3EtGUMeYMEf1Da+1/3tpe9c9650OrgTHIWvsrRPQBIvrLxpiEiKpE9CFr7U4OmvE2IvoLRPTEFd8iIqK/e2Wleiey7vkQ0VGiXXsPp4noo2Y1inVARL9prd2R6b+ozbns5jF0N7Cb5vJrcR4n2l1z+TU4jxPtrrlc5/GdPY8T6VzeEbOzn1dFURRFURRFURRF2X3sJDN4RVEURVEURVEURbkm0B/riqIoiqIoiqIoirLN0B/riqIoiqIoiqIoirLN0B/riqIoiqIoiqIoirLN0B/riqIoiqIoiqIoirLN0B/riqIQEZExZq8x5rEr/y4YY85e2V4xxvz7re6foiiKoih+dC5XlN2Fpm5TFKUFY8zPE9GKtfZfbnVfFEVRFEXpHZ3LFWXno5p1RVG8GGPeaYz5xJXtnzfGfNQY83ljzGljzA8YY/65MeYJY8wfGWOiK/XuMcZ81hjziDHmj40x01t7FoqiKIpy7aJzuaLsTPTHuqIovXKCiN5NRN9DRB8jos9Ya+8koioRffeVSf6XiegD1tp7iOi/ENEvbFVnFUVRFEVpQedyRdkB5La6A4qi7Dj+0FobG2OeIKKQiP7oyt+fIKJjRHQLEd1BRJ8yxtCVOue3oJ+KoiiKoqyPzuWKsgPQH+uKovRKnYjIWpsZY2LrAl9ktDqmGCJ6ylr71q3qoKIoiqIoXnQuV5QdgJrBK4oyaJ4jon3GmLcSERljImPM7VvcJ0VRFEVRukfnckXZBuiPdUVRBoq1tkFEHyCiXzTGPE5EjxHRN29ppxRFURRF6RqdyxVle6Cp2xRFURRFURRFURRlm6GadUVRFEVRFEVRFEXZZuiPdUVRFEVRFEVRFEXZZuiPdUVRFEVRFEVRFEXZZuiPdUVRFEVRFEVRFEXZZuiPdUVRFEVRFEVRFEXZZuiPdUVRFEVRFEVRFEXZZuiPdUVRFEVRFEVRFEXZZvz/RM3WCGHDcjoAAAAASUVORK5CYII=\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "import librosa\n", "import librosa.display\n", "import matplotlib.pyplot as plt\n", "\n", "# Load a musical note and derive a pitch-shifted one by making its pitch twice higher (make sure it keeps the same energy)\n", "audio_signal1, sampling_frequency = librosa.load('bass_acoustic_000-036-075.wav', sr=None, mono=True)\n", "audio_signal2 = librosa.effects.pitch_shift(audio_signal1, sampling_frequency, 12, bins_per_octave=12)\n", "audio_signal2 = audio_signal2*np.sum(np.power(audio_signal1, 2))/np.sum(np.power(audio_signal2, 2))\n", "\n", "# Comptute their CQT spectrogram\n", "step_length = int(pow(2, int(np.ceil(np.log2(0.04*sampling_frequency))))/2)\n", "octave_resolution = 12\n", "cqt_spectrogram1 = np.abs(librosa.cqt(audio_signal1, sr=sampling_frequency, hop_length=step_length, \\\n", " bins_per_octave=octave_resolution))\n", "cqt_spectrogram2 = np.abs(librosa.cqt(audio_signal2, sr=sampling_frequency, hop_length=step_length, \\\n", " bins_per_octave=octave_resolution))\n", "\n", "# Display their waveform in seconds and their power CQT spectrogram in seconds and notes\n", "plt.figure(figsize=(14, 7))\n", "plt.subplot(2, 2, 1)\n", "librosa.display.waveplot(audio_signal1, sr=sampling_frequency)\n", "plt.title('Original signal (C2)')\n", "plt.subplot(2, 2, 2)\n", "librosa.display.waveplot(audio_signal2, sr=sampling_frequency)\n", "plt.title('Pitch-shifted signal (C3)')\n", "plt.subplot(2, 2, 3)\n", "librosa.display.specshow(librosa.amplitude_to_db(cqt_spectrogram1, ref=np.max), sr=sampling_frequency, \\\n", " hop_length=step_length, x_axis='time', y_axis='cqt_note', bins_per_octave=octave_resolution)\n", "plt.title('CQT spectrogram (C2)')\n", "plt.subplot(2, 2, 4)\n", "librosa.display.specshow(librosa.amplitude_to_db(cqt_spectrogram2, ref=np.max), sr=sampling_frequency, \\\n", " hop_length=step_length, x_axis='time', y_axis='cqt_note', bins_per_octave=octave_resolution)\n", "plt.title('CQT spectrogram (C3)')\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Observation 2: The Fourier transform (FT) of the convolution between two functions is equal to the pointwise product between the FTs of the two functions, a property known as the convolution theorem.**\n", "\n", "This implies that the FT of the CQT spectrum is equal to the pointwise product between the FT of the spectral component and the FT of the pitch component. Given the first observation, this further implies that the FT of the spectral component for a musical object and for a pitch-shifted version of it would be equal. This is summarized below, where `F` represents the FT function and `.` the pointwise product.\n", "\n", "- `F(X) = F(S * P) = F(S) . F(P)`\n", "- `F(X') = F(S' * P') = F(S') . F(P')`\n", "\n", "`=> F(S) ≈ F(S')`" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Example: Direct vs indirect convolution" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "# Define two random arrays\n", "number_elements = 1000\n", "data_array1 = np.random.normal(size=number_elements)\n", "data_array2 = np.random.normal(size=number_elements)\n", "\n", "# Compute their direct convolution\n", "data_convolution = np.convolve(data_array1, data_array2)\n", "\n", "# Compute their convolution using the convolution theorem\n", "ft_array1 = np.fft.fft(data_array1, 2*number_elements-1)\n", "ft_array2 = np.fft.fft(data_array2, 2*number_elements-1)\n", "data_convolution2 = np.real(np.fft.ifft(ft_array1*ft_array2))\n", "\n", "# Display the convolutions and their differences\n", "maximum_value = max(abs(data_convolution))\n", "plt.figure(figsize=(14, 3))\n", "plt.subplot(1, 3, 1)\n", "plt.plot(data_convolution), plt.ylim(-maximum_value, maximum_value), plt.title('Direct convolution')\n", "plt.subplot(1, 3, 2)\n", "plt.plot(data_convolution2), plt.ylim(-maximum_value, maximum_value), plt.title('Indirect convolution')\n", "plt.subplot(1, 3, 3)\n", "plt.plot(data_convolution-data_convolution2), plt.ylim(-maximum_value, maximum_value), plt.title('Differences')\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Observation 3: The magnitude FT is shift-invariant.**\n", "\n", "This implies that the magnitude of the FT of the CQT spectrum for a musical object and for a pitch-shifted version of it would be equal. This is summarized below, where `|.|` and `Arg(.)` represent the modulus and argument, respectively, for a complex array, and `j`, the imaginary unit.\n", "\n", "- `F(X) = |F(X)| . exp(j*Arg(F(X)))`\n", "\n", "- `F(X') = |F(X')| . exp(j*Arg(F(X')))`\n", "\n", "`=> abs(F(X)) ≈ abs(F(X'))`" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Example 1: An array and a shifted version of it, and their magnitude FT" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "# Define a (non-negative) array and a shifted version of it\n", "number_elements = 100\n", "delay_size = 10\n", "data_array1 = np.random.rand(number_elements-delay_size)\n", "data_array2 = np.concatenate((np.zeros(delay_size), data_array1[0:number_elements-delay_size]))\n", "\n", "# Compute their magnitude FT\n", "absft_array1 = abs(np.fft.fft(data_array1, 2*number_elements-1))[0:number_elements]\n", "absft_array2 = abs(np.fft.fft(data_array2, 2*number_elements-1))[0:number_elements]\n", "\n", "# Display the arrays, their magnitude FT, and the differences between their magnitude FT\n", "maximum_value = np.max(absft_array1)\n", "plt.figure(figsize=(14, 6))\n", "plt.subplot(2, 3, 1), plt.plot(data_array1), plt.ylim(0, 1), plt.title('Array')\n", "plt.subplot(2, 3, 2), plt.plot(data_array2), plt.ylim(0, 1), plt.title('Shifted array')\n", "plt.subplot(2, 3, 4), plt.plot(absft_array1), plt.ylim(0, maximum_value), plt.title('Magnitude FT of array')\n", "plt.subplot(2, 3, 5), plt.plot(absft_array2), plt.ylim(0, maximum_value), plt.title('Magnitude FT of shifted array')\n", "plt.subplot(2, 3, 6), plt.plot(abs(absft_array1-absft_array2)), plt.ylim(0, maximum_value), plt.title('Differences')\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Example 2: A CQT spectrum and a pitch-shifted version of it, and their magnitude FT" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "import librosa\n", "import matplotlib.pyplot as plt\n", "\n", "# Load a musical note and derive a pitch-shifted one by making its pitch twice higher (make sure it keeps the same energy)\n", "octave_resolution = 12\n", "audio_signal1, sampling_frequency = librosa.load('bass_acoustic_000-036-075.wav', sr=None, mono=True)\n", "audio_signal2 = librosa.effects.pitch_shift(audio_signal1, sampling_frequency, 12, bins_per_octave=octave_resolution)\n", "audio_signal2 = audio_signal2*np.sum(np.power(audio_signal1, 2))/np.sum(np.power(audio_signal2, 2))\n", "\n", "# Comptute their CQT spectrogram\n", "step_length = int(pow(2, int(np.ceil(np.log2(0.04*sampling_frequency))))/2)\n", "cqt_spectrogram1 = np.abs(librosa.cqt(audio_signal1, sr=sampling_frequency, hop_length=step_length, \\\n", " bins_per_octave=octave_resolution))\n", "cqt_spectrogram2 = np.abs(librosa.cqt(audio_signal2, sr=sampling_frequency, hop_length=step_length, \\\n", " bins_per_octave=octave_resolution))\n", "number_frequencies = np.shape(cqt_spectrogram1)[0]\n", "\n", "# Compute the magnitude FT of their CQT spectrogram\n", "absft_spectrogram1 = abs(np.fft.fft(cqt_spectrogram1, 2*number_frequencies-1, axis=0))[0:number_frequencies, :]\n", "absft_spectrogram2 = abs(np.fft.fft(cqt_spectrogram2, 2*number_frequencies-1, axis=0))[0:number_frequencies, :]\n", "\n", "# Display the CQT spectra, their magnitude FT, and the differences between their magnitude FT\n", "i = 10\n", "audio_maximum = max(np.max(abs(cqt_spectrogram1[:, i])), np.max(abs(cqt_spectrogram2[:, i])))\n", "absft_maximum = max(np.max(abs(absft_spectrogram1[:, i])), np.max(abs(absft_spectrogram2[:, i])))\n", "plt.figure(figsize=(14, 6))\n", "plt.subplot(2, 3, 1), plt.plot(cqt_spectrogram1[:, i])\n", "plt.ylim(0, audio_maximum), plt.title('Original CQT spectrum (C2)')\n", "plt.subplot(2, 3, 2), plt.plot(cqt_spectrogram2[:, i])\n", "plt.ylim(0, audio_maximum), plt.title('Pitch-shifted CQT spectrum (C3)')\n", "plt.subplot(2, 3, 4), plt.plot(absft_spectrogram1[:, i])\n", "plt.ylim(0, absft_maximum), plt.title('Magnitude FT of CQT spectrum (C2)')\n", "plt.subplot(2, 3, 5), plt.plot(absft_spectrogram2[:, i])\n", "plt.ylim(0, absft_maximum), plt.title('Magnitude FT of CQT spectrum (C3)')\n", "plt.subplot(2, 3, 6), plt.plot(abs(absft_spectrogram1[:, i]-absft_spectrogram2[:, i]))\n", "plt.ylim(0, absft_maximum), plt.title('Differences')\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Given the previous observations, we can therefore conclude that the FT of the spectral component could be approximated by the magnitude FT of the CQT spectrum, while the FT of the pitch component could be approximated by the phase component. This finally gives us the estimates for the spectral component and the pitch component, after taking their inverse FTs, as shown below, where `F-1(.)` represents the inverse FT function.\n", "\n", "`=> F(S) ~ |F(X)| and F(P) ~ exp(j*Arg(F(X')))`\n", "\n", "`=> S ~ F-1(|F(X)|) and P ~ F-1(exp(j*Arg(F(X'))))`" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2. Deconvolution of the CQT Spectrogram and Extraction of the CQHCs" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "C:\\Users\\zarafii2001\\Anaconda3\\lib\\site-packages\\librosa\\display.py:974: MatplotlibDeprecationWarning: The 'basey' parameter of __init__() has been renamed 'base' since Matplotlib 3.3; support for the old name will be dropped two minor releases later.\n", " scaler(mode, **kwargs)\n" ] }, { "data": { "image/png": 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/p9L7ZfW3VPbT7Tm1V4x9gaSPiuT+6e0VS6b+q/Pah6SiqHNbyv7290uNi1ObpWrPzVa2c54rbvvZ7ZdqDEt93XzUpPc//vo7jnPmQeHiLsTREtwqYZWCRlSlrIOVCahKOxpnvOT94+CQYhyqSlO58KKqh5TzM2Y9ayzHeb7hdSllUxkMlw0h6iSPtHHiuX/mJfEy18kE65jOm8xi++ZG2Aistb22gqqY2Iwqixol12viAlnH85zK9n9pVFVdPwD+ZtrdALAKVaFwV34H0WhAc4gFcirL3vonVZxsKLDJtP0mpt0VqB+khXG8PJlXvncqjEcVqFkL/BXofMvsez4/VFN/2H5ONvF8+1z6fjQUJqLGfQXQ2g4sp9jPxHw5naeePUvV0NgHvASsxGxkFRk/D48Y8JWQy8qrgDuK6tug4W8GfMrtODWl5+CbL31N0+TYNY+TwIuHXrwk6MWTt52ETfPyERtgw1rvKfB7Kr1fVn8t4vjwkCjYfro9p/aguP7H8CX3j+OjsoTiUqb+e0lQRYQo/qLObaHH7oaXBJXEiTiIkOnHUwxuY53tnOeK2352+6Uaw1KOy4Egvf/bxBTHOXNQK+hCiAXAAqg/0F3RaDSaQU//nDkq67YajUZzKGPNl97Gww90VzQajSaFg0RBr5MqYbZGo9F81Bx8ipA1Z94qO/i+GJ268kZDqa1rgbeBrftRamsLKZ44FxtwXwHK4wWGEobfBsItwFOUzF16vqH+Xwvs2Gva3pinkQAQ5jxZz8OiNXXVV41+7wK5DKXQF8a3ZID/FDZl32vAXNRQR98ClhZs25GFhukNsRd4jKK8Yn5pQCtKiB8CvFKG/paN44DX1NtNBkwOAQZQBhX9dQP+DFybr211DX48OfjmS0tBh+JU6ARefKZKaVeK7esTeAqy76RQpitxxSiUTvZ9xIlRmfw7jg8/kYIUVqt/AcJJtTiKnyoiKe2p7TwFt2HHrhqXQnUtVF3OhDUmYQJlVYVzPf5Cx8lNoS/HmJXD5kdJev/dFHSdJE6j0Wg0Go1Go9FoNJpBwEHi4q7dNTUajSYbes7UaDSa3NAu7hqNZrCiXdw1Go0mIwefy6YQdbJqzztER/zKZQMD5H5UorLXnLeZbsC6DSh3aQcKdYH/SHFPgPg52cRzYk3O2w/g/Wth3M0uK71cIoPcKzrTlpcqIamTnSrM1PbFc5UBQVSYQiew8g/AuvxseA3oPfDXxyR5NlvE4w5rFgDLytTq6cDTZbI92Dn45kvLxd1Lgu6+IJUV8YKTl1lu5k5J4qBw91wn93WnJHEBwilu6fmQnsQt3cXdcseOU1nQMfiJpuyb3v/09vLBCi+w9yt9rIuxnz42pcJLggh+x9CBfK6VbNvmaqvQ6zPXJHSlQCeJGwRoNUij0WhyR8+ZGo1GkxtaQddoNIOVQR2DLqVcJqW8TNVQ1mg0Gk0m7HNmdMSv+LJsdNkwBNyEq3oOsC6EShzngk09nyDPpbJrsVLVS8WNpq13DCbIc+G5QmwHHJadAqhEREfKhVTt+TbViUtVgrg8EqsNC2ZK8tVLN0HGy/MZK78OqwzgPEpXatC0c7XBiNjlcLNBydRzgDtC8JMQLA3Byv2o0nt5kqt6/pDDeb2qmOtoevJddeJSF/UcClPP0z5Pz7j181BVzw8urPmyYkT/PFFVEaWSGF4SedvzETfTm/USy3DfWpjtGIkclE2PmYquFKS356GXCFUFewB09I0mgj/n9vLBzWPBTqHqOUAvnrKotjFTeXbqe6ZrKB1Pgec8kabTFpp8zW9L9mfHV8IyeuW0+VGSa/+1gq7RaDQfE/ScqdFoNLmhFXSNRjNY0THoGo1Gk5GDL6ZSiDo5Vq7i2/yKH4pgYUYWGLCsBXjAef2NBlzvpJKWKM76lwZ8x8n+BFLKwRWEm41zcI25z4mjUHXa3GKQrfXF8k3g7rRlx1BMWbgUFhgwHngXWJ4hD4EbTQasyVFB3/KvMOnfUpddYMCD5Y5fX0j5SseV8FwcdBx886UVg27F0VoKdKFqotv+SmFPkEgWWsvdfgIvfiIDYsIzxaTn2+dsMdZOcd752IfCxzQbTuNjjzm3Yr0LLaFntVGuGPRi+lVs+6U4J27x/fYxK9U1cKjEoA9qF3eNRqPRaDQajUaj0WgOFQb1D3QhxAIhxD0c5PEGGo1G81FgnzN3iN+4q+f1BkqFXYhSdR0YD67qOTir59MNuOp8qDEAA1iMypY9LtdD6KfWYdliA2ZdZNq+BtX/fG0vBLZxgaxLXbzAgIunQMDq+3nY45lzw1LHn2a+TNv3agNmnQtcB1wCHEfhUWbp6jlw8QL6x/x0YHSBtk28qK/e6VOAeTnuNA5YCFtQlQJy4a9i4LKjc2wuG8kY8escVhainjtcay84HWc29dzt3FTl2R9NMVjzZd8elU/CQ4JohhjpbCTwJhVRp/jhboJEqCJWQBZ0FdeeOYbaQ2/B8edWf+37x9OOodDs7Zb9CH58xJPL/Gl5M+L4BsRE54qHXsKOOUcUKoa88Nh8bwaFu5iYf0s9d4rhLlUuARgYa26RT5x7ZvvO14U93jqGryTtHSox6IP6B7pOEqfRaDS5o+dMjUajyQ2nJHEajUYzGNBJ4jQajeZjgp4zNRqNJjd0kjiNRjNY0Qq6RqPRfEywz5kT5LkAXCaD3CK7uEDWMVOeBpsMuBSYXgtTZsDYc1Gu0ReSUkbqrixJusxSWPfKzXxX+pgrZzPs1U5oAoJADTByOCph1jEMcOv9ZRYX6K+EuF+u51bZwXmyninyi8pzezzKEzhQBcxwtp2RpcAxPCjaeEy+zg0yynw5ncr798I0YBgwEuAI07ZLqbqMnMNTM87ifrmei2St6vtCs+/eISDGm7anZLHjEn7ANfC6wS2yizPlZFUm7jOocfFaYz4js+mFGcZ/WUiVWlsZMsvtLc/ST4sqYCl8DrOUnwP2EmqXGvAVh+2uLSJB3Eib/dNCKgkdNzlsmG/4AqSX4TtOngqnOPU1m6t6h8vyEpbK02QlXUH3E6GKCJ4iEmfF8OEn4ujGWkWEAJnKM2Ym3eU53eU6jq/gfvtMB+RMqAR3hbuge0ikuOnH01z2K4t0Xc7kwh43E+AVmlwsU3m4YpKeWa7tTvZL5X6eiVK5i7uNj/0YcrnGcuGjGJdykmv/tYKu0Wg0HxP0nKnRaDS5oRV0jUYzWBnUP9CllMuAZULULTrQfdFoNJrBjn3O3CYeBWAG6wjSTTujqaaOihEf0ucbqmZ/H7AfJfhFhwPDUSt6zTJrGZTMO9S6tcxkNbN57dmTVWWx2wByUEDP7IXvZFh/p8FFIsR5sp6lexcS/eeR8OAu4I7stjOiymstkFP5N86gjh08+5cvwj8DG/JQbjcZMNlt+8c47616nuU0ljOPjm8fDnfsxRyc3LjTgCvvcll5CxwLa+SxPPHe2fB9Lzz+LvBw7vbnUYYqY2Z5vRio5IDLBm5iLyazGFhS4i7s7j8nx8lTeW2zAK8Bvennal2RDU2nkWZec7wOClXCzc+e5iPBmi99TdMWgVIBnZJ15UoCD5XEkgpZulqbwEs3I4tSce0qs1OJLKUU51+yqxfPgFJZ6Ym/LIW60DJX6fvYj8cq4VYo2ZT9SmL4iOdd3s7CT6QsJeJ68RDtq6KqYuCcUcpSYm620kvrlbqEmd2W2+ciXwot9TdYyLX/g9rFXaPRaDQajUaj0Wg0mkOFQa2ga3dNjUajyR37nDlJns0P+DndBAHoooZW6unbMlQJnRuBw4Aw0BsF3gU2kFTwnMqc2XnE4Lvn3sztIgI8b77yYMKNmdd/Rv33sGgFfmVbETA7XShLgeNYJl4D1vM2AG/mbWXY+E56BixtRA3uhTwsrBJ199nW56GQ/mMvXOkWq2xwkbyb+0ULkGUc3QhmWPeAAd8HOkMoj4PhwFO4x07bmG/A/4Gjeg4qN4HJhKkb2eZqKNN5zjCO8w14Sinar337ZD73qz/y3JQvpAnm41CJGIqIdQcefvQbZr6CY0gtrbYYVQrPTUkfjfNYavX8oyTdxd1HLKkgF6IkVhJLKrlOKpmPGGECVFKYihggnKJwO8XKF1NKzIojtvpWaSuJBkpFzlbqLROWSm712e4N4CNGd1+QYEV3Qeqo03inewAUqp7DQKW5lHgqEo79d/KQKDXp7RaqTueSP6BUync5z8VHQa79H9QKuk4Sp9FoNLmj50yNRqPJDV1mTaPRDFbK+gNdCDFGCPGIEGKLEOJ1IcSfhBBHCiFuEUK8I4TYIIT4lRBCuOy/QAhxDwd5UXqNRqPJRrHzpWlDz5kajeaQoFT3mH17ivHI0Wg0mtJTth/o5oS4FFghpZwkpTwW+CEwFpiDqgEzDfg0cIqTDa0GaTSaQ4FSzJeQOmduEY+zmtms5CT+ue1O7hftbBZL4WZUYq5oCHYvgd4lwC2oDG82l9wlIeAa905/JUQbY80yVmXg2BCXyBqHFfncTDuVSDsFeA2AM+XkAjqm6Ol2Ut3azf+Ve/tMeVra+jzc8vZlikALqRJFX81Sqi4T4zOsWwEsQpViu3gGNDagXMInZLfbAlwEruXpbItr6VAl6FI4Bv5mkLlMXIZxfMrmtn5HiOfEGrNNe6jc+xTr3g67IAE0SgZ+JG8jc6I4t1CBY4rs06FDKe8xLQU9jPo/XuA9p494spSUUymlCP6Cy6wl8GYs9QUQpLuoUmLZ6OqrHlDqLV/s4+K3fUZ68TC2oq1gu1aSOze8JIpy//fZwhfSKbT0nEUQZ7f+UpYTcztv6W0U2mYu10WpjqdUpeEOFLn2v5wK+qnAfinl3dYCKeXfgDgq8rES9ct7CP13NSloNUij0RwiFD1fgp4zNRrNIUPJ7jG1gq7RaAYb5fyBPg14PX2hlPIVVDahHebrGSnlBicDWkHXaDSHCEXPl+b2yTlzgjyXe0WnUoXG3dy/0bIQ/erh++bLgeMNlLLuwq8NHhMtnPPJ3/A52cRY+XW42cBVOU03L0/OvMEDBjV08nk5i2PlPHjHAPJVjJ2UjReARoZ9eCWT2cRcOZsj5UL4cZ62x3U7LLRu9BcAcByrOU6eqrwMJuZpP2PeusU803cacx9+WinQjxjknUzV9Wu1Cu4Lwc9CsDSk3je3o7Ksuad0S7IhpDb1nu+4+tgjVyXfVxJjKuvTtljAcTNeBPZmaKTKfdXF/eM87MMr1ZulIWCXufQ4GGlAk4F1nnLH7kHwvioZN+nfgD+Yy7zAN2GWQUbvE1feIOOxaeyU7B7TUtCriCSVwEJU6AQeYviI4HdUySrNJFmFlihLLwGXngSti2p8xAtWudPV9/R+FqNwAwP6H09LOBfHV1QSsXQPA7tiq/waCk9wF8NXNuU2gr9oFT4bbuOafkzp11Sx9jO1VSil9Cw4EOTa/488SZwQohGYgnKwGwd8VghxksN2lwkh1ggh1lBEXUqNRqM5WMl1vjS31XOmRqM5pCnkHjPxwe6PupsajUaTkXL+QH8HONZh+ULgVSllj5SyB1W75fj0jaSU90gpm6SUTWSJu9FoNJqDnKLmSxg4Z24Tj3KZDDKXFYX16JUsMbqXh7hMBnlMtPCcWMOORyfCKoCzUGWksph/61QyqoUXhhhLG8+KN3n9yTmwHLOk1XG5HgGqlpwTzfR8p4YYPlaI1Wz+ywxVHY1ryFmJfiFTHbplzJSnsZZZvPabk+FpgRIY8uj7yEwrb+NbFf/JCrGaDY/OMsf90txtA3zotmI//NKAHxpwgeW1cDeuZdPSudGANSHodb5+JqmBBpRiNlBVuYvXNp9MWl20NDLEd9/X327P0DupTqSPy2vK0eEIgP0Z2nDC7kFwOkwOwSrDtrwXWA4NUJgSfhyZY9c1Nkp2j+n5hPqwWTHMxcYqq3JkA1WyOD4SeAtWuK0YeTeq6SqqlFh6v9JV3WJV3hiVKSq6vZ8JvMmSoIWSTQ2OFvFbIlOJsGJj/v1EBngXWG2WCrdzl36d5lIurVB68ZTEU0DHoBfPXwCfEOIya4EQYgbq1/YpQgivEGIIKnmHq8umRqPRHALo+VKj0WhyR8+ZGo3mY0vZgh6klFIIsRC4XQjxA2AfKr/r94A61ONxCTwtpXR8NC+EWAAsyDu2TqPRaA4iSjFfgp4zNRrNoUEp7zG9jYd/NJ3WaDSaHClrDLqUsk1KeY5ZAuNoKeUXpJSbpJSXSymnSCmnSim/l2F/nSROo9EcEhQ7X5o2+ufMLf/KPaK7aLdBV14wUlwGK/9hryqvNbaK/jJSp5gvB9fMT4XI5M5btefbfFfUqT96gXnAXLBKpKmEXafg+jDikUxJ2U6BJSFuF6ar2VEx+BIgquhPJjaPTAnvxp681anX5v+LWSue4TXxPFwYUqYW2Pt+HDA9Q/+AYbi3X2XQSr16Xw+cCdRbbVeZ9gtNNtYL37G5p88C+KZ7X1KYY3u/MOvWYQLsHnB9dsDb2fbMoC1c0X/ex8qv0+VZopLC2el9Sv2U4+msfUzFXgbtadhkwJxQ2vJmM7JiFe64hTq85rJc40Sp7jGtJHER/AUncbOImYnOnNxY3VyZcyXbvoUm+ALl3t6LJ8XNPd1emEBRSdy8JFJs2tvy0Esl8YJdoBN4B7hrp5e085Ao2H4Ef9El5pyIm8nrnErolTIZmtu1kX6tF1piMFdKUQLwUEkSV960gUWi1SCNRqPJHT1najQaTW5oBV2j0QxWPvIs7vmgFXSNRpMZ/UPUTsqceZfgOHkq01nHrbKDq6SfuXI2/M2AkwyUqn0deK1EYOeQ1zPbU0KcyVJ+K9fxM9nNBaMeZMJZG5XYCijFda75mjNg92nyjIzmoyN+xV/kM9wlW7jurH/l81OfVAo988wtvuhqGzATdbnxAgD/J1dyq+zgW3V3MvbcraZ9TJvWyznhXZBuh6XjzP9vA+B3ci3XyQTzj/wDnA1wobne6ncGVbo5+c9AoiEW8CS3yzauOuHfmfbZv9r6vsC0nSUhXTYh42cheDAEb4ZQSeJc+pJCFVgJsQMzHLdooy75PkJVvyeAjeozXUr/JcnQ+bv61f8d4jeqDN3u9IR1r8Erb2Rpwwn7PqeoJHEDlgMbVqCyGrrhppTnkwBRUyzpCjqoRHFWsrh8scqrOam5gKnOJwpWobMpb8UkiIuZR55uz46fSFEKq4dExkR36WXX8rPdO8Brwa5K+4ngMUeoENwS/xWL31bar5zkmvytUA+PXDwTSnWch0qSOK2gazQazccEPWdqNBpNbmgFXaPRDFa0gq7RaMrIKQe5/YOLlDnzFyFms5pGmpnMJuppZTTtVNR+CDWg6kwNgU9ghiuPAob3G6vPFMOtaGEiEfy0Us/rHMu2vxwFt1trm4GQ+RoY65v1afqdBrsJ0k2QdUxn5d6T4A7oVybvMG275Mwb4mb4HADGy/MJE6CD0bzJLHb8YSLc9665zSrT9gP0x9On4qz2WCqzevYdJkAzk1gZORnuw7QHcAtZVemZ7qtgOjuoI0yA9Uzl7Tc+Db+w1j2GUvBfyGQghzjvQlhO0rEg7FxmbYvNayCOj/XtUwds03X/uAHLcuYC67o9hurEpWwQT0KTwUA9IseycSnYvSmi8IBh5jo4PW27LGPvio5B/yhJV9ATeIoqM+UhQQwffiKOKlkcX9ZSaZlIj6l2ar9QhdtjFsFKKX3Wl6qgx8w5r5g47kqbd0K6Il1FpKgY5XTvAft4OcV452u7HMptDB8Bwo6282kv23l38wpJP5fF5BjIRswsM1gKOwczufZ/UP9A12g0Go1Go9FoNBqN5lBBu7hrNBrNxwQ9Z2o0Gk1uaBd3jUYzWBnUCrp2cddoDnacE0WVjkyljA497HNmdeJS7hAREmZqnAh+uhlJX/tQaAXYAOyCHUB0P6ru1K5+Yz/N3t7jnM1lv/kN/ynCrBXPwOdCsHs1KtlV5ue/WV09rwzxDKfxQxFkmVhPdMSvYHkI16RwaVQ27AWOcljzGDCH7eIhvipm8nMBr4gX4cshlF+80z4D2fKtozOsnQ3AZWISj4kWeobeCUtCqNJjuT0Xr56WKVFaI8008mMR4DmxBo4NQfRd3BLaOdKZYd2d2cMbXFkSMpMQOtO9N5h837Wrmr4xvxi40SXO7vE58WB/4rYuzxJGy4thjbVsFCos5jpUYsQspe4GYA93eA3GAF+xh3BMQCUCNOhPZuiE23k6J8/+aIoh3cXdT4QofmJUFuSKayUqCxNwdGOtJEa8QNsAXVSntZcaJlSsC7qV4C5pvyLVvp9oUYnWAoRT3M7TXbijRbihJ/AOOO7075hiXNTdEv9Z6wrFR4wIfkfb+bhyZyux57a+VG77uVwTPmIlaU8niRsEaDVIo9FockfPmRqNRpMbWkHXaDSDFa2gazSaMvJkme07J/A6VLHPmV2eJZwpJ7OViWylgS1MYguTYC3qRRS4H5V07Q8MSOR2YQilNLrzRZ7ku1+/mfHyfNvSp1HJrjI/Ud/S1kg2xXA2r3GObIAX7Ipsbl4THm8CqHVYc13Sxu2yTZWeSyq+DwAbc7JvL+c1kFWcKSfzYxmnYufVtuVLyV7fTJGuXqWylDra1Ng8YvX9YfL6PJyYYd2VITjegLEGzLfK8M0jp2f6Ew1Y6T420c5g8n383eGu2xVMozUeVVTsvJqObxyu+kQvykPkBfqTAK4roqEF8Gdg2/W2ZdtQn6UQmcusNbgsf6yI/mjyJV1BtxTpYkqJZUsSZyVJy1d1TeAdkCRuYBm0whVup/5UpZXcilBVVBK3LqpdS6kl8A5oLx+c1Nn0ttI9Doq132+38DGJFZk40CLb2Lmp8aVKuOYnmnWbmDmKxXKoJInTCrpGo9F8TNBzpkaj0eSGVtA1Gs1gRSvoGo2mjGwrs/0iyjF9DLHPmRPkuTwhNtFNkO+KOh4UbWwRjytlvNdSOMMoNdFBNX7dIKPCeLPBWNpYw7F07Moj9tnkuLrVwN6M2yTw8Ez8NOjJ27yJU/9vAq4BoJuRvNh+UmGPqlc5xVkfo/7zGjwhNtFCA32bhhZgHMJ7M6gq9QbVdPFY21fgmYLMZxDyzcF4JQQ7QvCUVSpveaad+rkalOLuEoe+VvS//5vTBo1OC3On2VJyovT9Yqjqz9Z0Rb/QMmj263wZR/77WzDhxrRtMpfCUriVU1tQWLc0BZGuoIcJJBXuQlRRH3F8xOjF46iSBc0ahKqkWX72PfQOsJleEqsYhduyb98/vRSmn2j28pgZqCSeohbb33voJUC4YPu9Zp6V9Pbs9rPFaWcigt+1VFuxMeh+07rTunJTqjYiqlZr1rZ0DHru/R/UP9A1Go1Go9FoNBqNRqM5VNAu7hqNpow0As1ltJ8p0/Whh33O3CYe5VbZQSv1UMgT52OzZNK+NkT8Bz5eEi8DL+dtvpIY8Lz7BlcZLOUP7PH9Om/bAIHhYaL2rPQWwgAZYpo8gxvEnwCHLOI5MPqE9xwivt9Q/5keCg+KNpT6nD+xqHOsJgCtIcIMg3E3F2QbgB+5rRgCf7xeieUbUB+x/wfIVShviyyxhhuBU4Hnb3Fe/+UQal4Ypey+asBn3gCWAV7wng+/B75UaCZ3W7u/CKnTW2NAp93eMahzVUXW40nBfsYXslksVTHoKSr6KFSsu/V/PizLc3tNMaS7uHtIEKGqKKXVUrktJd1OF9Uk+jwMq8jFy2IgfiLJTO2glFu74h0gTBT/gHZzJYEnxV4lcXptyqjPzEJfKAk8Kap2Oh3UFhyHnsCLn0jKsUf7qpJj7SNOBH9RGegTpu9DOsXGoKtxH5g7IN2joRjc7JSqDZVfYeB9hv0atT4bxbZXynE5EOTa/0GtoGsXd41Go8kdPWdqNBpNbqS7uGs0Gs1gQSvoGo1G8zFBz5kajUaTGzpJnEajGaxoBV2jOSQ4UApBuV3Q55TZ/sGFfc6cKU/j+2I0XVSXrb0VzO3/4/1r4WqXxGADOIYd1GXe5I4QJ7NSvX/HgL8ZEMjVfobybTIEGLwt/sR5sh6Ayq7FcGeuthWJvgxupCNttv7X7PvC/Oz3tWRILjfR6B+/vxnw+/xsgxfWubmQR+E2VCWwKUANIM19mANMyGD3dBXRcphpx5W9wBuwLsSw6Z30u3b3Qu8KrNNeEIsdxqIz/VgnmOXY8k1ueIrt/VLTVHqSuF2qPB3zMthZmOdyTTkYWGat13TJLSxRWQR/MumXW5K46oqugvvbTTDl73RX/GKSlVku4vYkben2dxMs2H3ewp4MrZr+sfCSKLrMWvqYj67oD0mJ4CdOZcFjFMFflvJeyu2//EnP3JLvlTvhmt2+j1hJXNMPlSRxWkHXaDSajwl6ztRoNJrc0Aq6RqMZrGgFXaPRlJGrymw/k0p16GGfM9cKVX8rQBi2Xc9cOZuqPd/O3VgOavh01nGDjHKdTHBB3W8YceNOmJ++3zwGenC8wZbNR2e17yHBdTLBd6fezNwZT8O16Vs04vyc+TF3FSxgACG+JQNMYT0/kHDRqPuo+truNIV+AplKfnXtrHHv+O4Qt8oOfizjXPXFf+dzM/4IZzv1PQOfCeH6oGVriCqiXCX9XDLjTiactRHm2fuerVRZFhVjeQjuB14FjLdQie6eRmWNy1RO5w3oBo4C6jNdPx3JPvSsSR/HF6Alc/cyclsuyeWWQnOI/MtA5liebUcIeCxz+3kt15QDpxh0t5JXuZAwy6uFCTiqZDEq8ZAouJRYIK2EX7rCXUwCN6VuJjIq5F4SRan0QEqSu9Tl6j6/GIU7XZ21l/5S6d0KLxFXqhJh6fiJEMdX9jJrveaVl06pvALcPjN2+8V6XzjZPBjJtf+D+ge6RqPRaDQajUaj0Wg0hwpl/YEuhBgjhHhECLFFCPG6EOJPQojLhRBrba99QogzXfZfIIS4p6ASQRqNxkZhZV1yx02xy6S2lYI3ymz/o6PY+dK0kZwzj5cn83u5mpms5Z7Dv8FJrOSk4StVTPQAjhq4aD5ABhV0lcEktuAnQjdBmmlkz6tjlILKNag48HnAWwy8/qrgm5lGA9h2PaNpx0OCNsaynqnwNqpkFgawANiPsxo8wXyi73Bc4RAIg/8UYWroIoaPFiYSfWmkctbyGsB5qo+ZymQ5ljgbp/6rN2ihgQBhuqhWfV8DcCEqjvkUcsvP4NL+LIN6WqkkRhtj2bb5KFgN/eOSjRw+l7eF4GchUlXd91F11NzoUKp7M9D6bg79AE5xULwfL7TEGvDr/mt2pjzNZaOjoCnfuH1Iz3kxVn7debMp1jWUL4sL2OfQpVT3mH17+ktxqXJXhSmtVqkstxh0H3HCBApSEhN4ieAf0J6dXlPBLwSr3FfqstSSbpXEzdHJX+VO4DVLlfXva1f8fcToimTwSsqCnwi+DCXcrHYLjYHONLaFekSAGvdwJEDYIU9QqZVip2NPV+kL9WBwK59XqDdKJnQMepEIIQTqm/0BKeVXzGWfAoZLKWeaf49CfZU/62RDSrkMWCZE3aJy9VOj0WgONKWYL0HPmRqN5tCglPeYvqZper7UaDSDinImiTsV2C+lvNtaIKX8W9o2ZwNPSSkdH7HohEcajeYQoej5EvScqdFoDhlKdo+pk8RpNJrBRjl/oE8DXs+yzVeA/3BaIYS4DLhM/VW4+4hGo/koGIcSKtJZXt5mA8dAeFn27QY/Rc2XkD5n9vGKeJGo9FNJzEzu41EuhV5Uial2TM/z/ShX6mpgVb/Bz4VQruouzAnRJav5ed8P6PIsAV5Ur4ABI6tg9xRgO6rcVkfazlH4bSzpEZ7KBGAbTLiRP8kzeOzJC+FLIeA+1R+v5Z7dgCrX5ZToaxthPgsMGbgqYCg3d+AK0YAKoXpTvUYa5tdNg9nnfJOImW6KrSHuEKDGtBX4DXAJBBog3IBy+x9dgH2TN0N0MJpb3/oRfCoErLMluBtHdvf5TCXQgFWGGu4uYGme7ubfJcdEbWXicqvt01krnmamPC2ZMLGfjbCmkD7aPh8Bgx0ixIjY5ezx/Tp1sw2FHv9tBe53SFKye0wZV66/3QQHJGLLB7uLuI/YAFf2dBfyfLCSuLklWQPwE02WYsvXldtHzEy0lnDc10MvHX2jqaxwdyPPhIdewgTwE0mOiz0pXQwfQX93wS7oMXwD9lUl89SyAOGUpHH5ksDreE6LxUeMan9nSW26YR8Pi/TjUeEZ+ScbdEtQGCZQ8jJyTuf6YCLX/h+wJHFCiLHAdCD9mxMAKeU9UsomKWUTaXE3Go1GcyiRbb6E9DkzQw1tjUaj+ZiTzz2m5xMjP9rOaTQaTRbK+QP9HeDYDOvPAZZKKfeXsQ8ajQZQqmQ5aXBZXuYyaAfvQ9R0Sjxf9nGiPIGviem0Uk83QdqppY06lcQtiJkQDZTKHEWp0TZeNVBltVy41eAK0cCCimWMlhfD8aaCGw7B7hBwC3AvKaqjjRE1u3FOpGWqyu9fSxt1fP6LT8Jzljp8C/SGUGW/7iBT2avw3gCOSrGpnl8mg1wka1UisYtN+7tDIEPATSjvjyxK8wD6E6hNk2dwkayFTVbf7zXbvhEVOptFPa/JnMTshyLI52c8CY/Yxp0QcDfZkydmcZ6bE4IlIaWeTzSUxwUGOc0jjwCikARsJcIaD55mgjxXqeenGqjEfCUkHGLYh1cq9dxrkF9CTLcMiReWoGOHDCW/x6wy1V2VMC1/B9MAYXzEiJtFudKx1MpCbMfwZU0S10V13nbtfcuWHG9YRdhVYc+FWtpTFFv78ZSijFl6kji7x0KcyoxJ5LLhodc1aVsxqnoMH16X0nulTIbmpJ47kX6N5YrbfnaPlGJL9FkcKkniyvkD/S+Az3QjAkAIMUMIcZL551eB35WxfY1GozlY0POlRqPR5I6eMzUazceWssWgSymlEGIhcLsQ4gfAPqAF+K4QogGoJ5P8gU54pNGUjiMoON41JxqcF48FdpSx2Y+J/00p5kuwz5m1vCRe5rvSRw+wkpN5VryJUm6XZjZisQUgQ3z/90McL0/mfvEiKmA5nczqs78yyh7HvAXTgXUw7mYmyxruFZ2oGPH8iPb4cc6LYAAh4vioJGbGJ7tGDrhSsfNq+sb8wnX9Qp5gNbNhcno8co7qU2fmOOZJ8myeFY9TyNjk5XqyNc946h0HMP4c4Cv97W8Tj3K8PJlXRDn6NI+eH9XAfAOeytf+3S7LHyi2U4cMpbzHtJLEWSpmrmpjOh4SRPCb5cQ8A5RVLwmi+M1yZfm1YalumdTaKiIF9x0Gxh/7iDv8XTi7CSbnXYBwfBjBym5AHZelcBeiSPuI0U2QKltZL7tHQClix8sRg26NudN5K3WsdS7XRqEx6G7YY9BzyaOQC4dKDHo5k8QhpWxDuRk54ZgeKG1/XTJIo9EcEhQ7X5o2zDnzk3rO1Gg0H2tKdY+py6xpNJrBRll/oBeLVtA1Go0md+wKukaj0Wjc0WXWNBrNYOWAZXHPBSnlMinlZbgkZtBoPj4Eymz/uPKaFy7L95W3WXqdE5AdqvTPmRUM+/BKbn/xWn4uMN3b8+T8LG67rxu8Il4srKPAjhkTgdcc1qwDYETsctO9vUCmuX1vhIDFBAhzj+gu2Hwm93YCBkG6Cxt3C6+Bcvd3YIrBFvF44bazMOzDK+F1A2414NcGzDOgygBOz93I/AOUKO4hW7m5/zWv0avyTeKWC8tVOblfgAqbKAVXlciOJhes+bJiRP/3b5gAcdPlOF8iVOEjRphAxiRxyvk9PxddK3ldNopx/U3gSUlWll4eK0alYzKzXPERT0ka5q9MDYMqpgxdDF+Kezuklv6K4yvKPT2Bt+Tu7aCSq3mLSLyXK8q9fGAb6dd5oe7nbqXU7Oc7ho9wCe51D5UkcVpB12g0mo8Jes7UaDSa3NAKukajGaxoBV2jGRQcUV7z3iHltS9dEoLtvrG87U6fU177Bxn9c+ZYeh6v4d6Tzy/c2CqDjM9wjw1xnDzVZWU2RbER1rkp9Koc1h7fr13Wn0N2pXEB/LPbunHAbdwhIs6rvcWooaanSjjE98XozNtkozcEDHdet8Ft7Eqj5Ab8YcYf0wxficGJwPHAXKBxNnBNhj1t4cBZE6cd5/LeLaQ4R5KeH+/Dl0KMiF0Od4TIv2SeEwtS/1xlwNFWebt8cCundkcBfdIUipOCnujrV7kLIWYmQXNSydIV5HxJt+mkOBdaSsxLIieFvhjS+xukO+XvWBEqt9N425PEFTPulv1ivAcyYU+Ql95mrvizzG8eEo5eIQOvqcJ0W7exsSvmPmJFnweg7Ndpucm1/1pB12g0mo8J/XOmVoQ0Go0mE1pB12g0gxWtoGs0g4KW8pove0WKh1yWL3BZXiJuKK/5g43+OXM/XBjiF1xduLFmcL5wJqj/3jF4TTzPAjmVL8tGTpQnwKsGjFVlzFTM7wTgKAbG/zqVP7NQlZGOlfMAWCCnskBOZbw8HxYawGP0K41uccXL4CchLDU+FRXXfZX0M19OZ76czudkE7xgAOeZyrVlO1vc8lFpf1sx9edxnDyVL8tG5svpTJDnwmIjbZtcno+75VhQtubK2cyVs2Hb9TDSGner74WzQ/yG7ZsbYY0POoEeVEnDIdlsP5ZHK+Y4fNUA2m3LG+HmIjwBbrX2VXPPHt+vSxgPbys7WGXAnJCK188bt3N/gOL2D1HSFfTuviBVFdEBscy5ksCbVFqdVLIYlVQSL5kS60mz4yVRcBx3DN+A0nDpampPX6CoOOwYProJJv+2q6teEtRQeM6RXjwZ1d8EHuL4ClaII/hdlc9izqeHXnzEU8bC6qNTe25tZVPbE3gct0lvo9Tx3ekx6BH8Rds8VGLQB/UPdI1Go9FoNBqNRqPRaA4VtIu7RqPRfEzQc6ZGo9HkhnZx12g0g5VB/QNdSrkMWCZE3aID3ReNprzsKrP91WW2/77z4j/OgC8sLV+zwfKZPhjpnzNnLjpenswr4snkuhGxy9nz+BhbEq3rgJvSLHhRNdSjcGEIhAEyPQHWNmAOlWP2EgeWifXMlKfRSQ38DWgEDjNUib1uILofdX20K7uEgVGw5QSYtJGBbtHzgHG0IQFY9sV/YtqTf2X7ew1q9RRDuVx3muZoMW2Hgb2oz9J04GmzMy+k2X8aphtUc61KFPf+tUyqa4a1wJQjoMe0vxvT7vumzS7z/130u/5vxJF5RzCbJ7hDRDhSLmRb20TYiXL/7zG76mi7w9leOhcAD8IKsVq5z6/1wjDAY6gx742a49JiGxO77YDVCXcm55v4DNSDIXMuO8mAlTnY+Gfgd9tsC26CTdlcvcfhOud832pzmQq5+EzIJWHd6ahrJB/OIXm9RpXNnqF35mkD4F6X5YWMuaZQrPnS1zRtEUB1RRdhAviJDHD3zgWrrFcCD34i9Jplyyw7fqKECRTsohvDl5K8Lj2RXWe8mmBld0G2VRmuBBH8SbvxtJJboys6CBMoOIGeGtH+MQ3Hh6X0d2u8gUBlT3LbfLDCC+znzF76S7nAe1zLgWXDb4Y9lKPUWjVdKddbpmNPvwYsdme5GQoToJL4gH3Tx8zNfjbcxkW1G0u2lWnbXCm0j4OFXPs/qH+gazVIo9Focqd/zpx4oLui0Wg0gxqtoGs0msGKkFIe6D5kRYg6CZcf6G5oNGVkNDmrZ4OSbwJ3D1z8NwM+VUZV6CrDLKFUTm54XUrZVOZGSoo1Z94rN3OJOJILZB1t1LFy10nELxoOL6EU125MITWKUnQtJRq4dR58HwaqegtISZblyCUoldmLUjrX4ax4Oqn42TgOpaBWoT4zb+H+2bmKAaWr6g1oDXGL7OIaUe2wzzyUwhxFJbPLlNDOnXvkFi4Tk9KWnm72uxc1Hm8UZNsdq++7UGNeoGfOO0b/oW8H7gd2twAb6E9yl43jctt2gQHL0q6xUw14PtPnOk/129HeUbh6QOSESspXnbiULs+StHWW9pGvyuNwvR50HHzzpa9pmhy75nEChOmihgBhYmnqcS7E8eEnMkCJtojiLzgBnRM+4in9tBT6QtTFBF78RFL6ncCbYqtjby3B4d2mFp1/G3F8BOkmYiaajJsl6ay2on1VVFVEC7LtJUGYQMr42r0X0o8lX0p97uzYx8GOvf+ZluWC3cPAPhbpbRdj32l8S3kOiu3jYCG9/9vEFMc5UyvoGo1G8zFBz5kajUaTG1pB12g0g5WDREGfIOEbB7obg5hGClV5ciNDvJ+mRJR7jAuJt8wHe4knG1cYcFc5FW5bzGvZOPgUISFmyRPlLbwkXgbgOHkq3QTZ/OIMOOVRlHJ4IUrNHYJSzltQCmlYLb/5Grh2A86lswKMiJ2nSlgVxYXAAw7LFzIiNroE9l1wUm1LwhxgFVxqwJIyXvc/NOBnxdj38hHUXnTmAUPlNyiKxcBtzqtuNuBaZX9E7PISX0MTUDkYisVlvvxYcPDNl5aCHseHh8SAuNyc7RBPlpFyUisDhInjK0idh4HKm59oUo2G4hVuq7yXta9dNU7gpTsSJOjvLth2OD6M2soO1+MPEE4pN5av/QDhlPGwj1ccX8GeEVbfuhlZ8thn6/rIVV0uVIW2Sv+l75t+TRVq322/Uqnm5bb5UZLefzcFXZdZ02g0Go1Go9FoNBqNZhAwqH+gCyEWCCHugcSB7kqRVGXfpCgay2y/3AqlpvweCrPLbD/qvPiuMjcbuKrMDRxc9M+Z7/GSeJn/lUpB3xQ/ks1iKZwSoj/u9gFU3oA7UCr5a/Rn9o6aQqGTen4NEGbPmjHwnMFx8tQieuyknh8HLKWxcov683+zZfTOk1OVen6snMeZcnJpbbNd/bckxEx5Gl+Wxc7NE5wXm+r5sA+vLNCu9fT+AES5+Wzvs2Zrd2Ov+6prLWX6QqZWbmC0vFid85JgU89nGVwnE4yVXy/Ajpt6XuJrXZMRa77s26Pmvcois0zHqDSzofcSMy90e8b2HX11dPVVk8CbVKvzwWPeC6cr3Rb+YRHH5bmSwJOWJT5he99Ltb+zqAzugcoeum3ZxqOmt4Fq20s3IwuybdlPV98riSffB+kGlGJcCDv66sqi2gYIu14LTssLrQBgeYak242lTMiF20+4fGacFPtiKbSPg4Vc+z+of6BLKZdJKS9T2Yw0Go1Gk4n+OdOXfWONRqM5hLHmy4oRhblVazQaTbk4SJLEjTvQXdFoNJpBj04Sp9FoNLmhk8RpNJrBykGioB/sN5tzymy/nMm/ABaW2f4xZbavKTv1LmEc5X4EeGaZ7R9k9M+Zn+BMOZkviRMACkuU5Zrc7xbgm4w/oRk+F+I18bzDNi6u2TnxGmD0u1d+qcTJtJ4PwRUGr4vlPCE2FWks/ThNF+gfG6wVz/B7UWzyTpfQkVuVK3TP0DvTVuQ7lzq4bB5vDHTbPtuAxhK5X3/CetPI3CMzfHd5M7TnHQ9Md173qrnfvAZO5XnO42H4LqiSfubDfmHAQgM4L/d+p3MiVNNFNZ0w30Al4kS1Md+gMHf1j2viuMFJuoJulfqK4yvIBd1PlBg+vDZ3Yru7/LCKMJ4KNa8V4i5tuXDby6DZqaqIOpbryhWP6Xxv/9tOFH/RLsp2t3P7ez8R/EQKtu8z0+/ZaYuPTb5X5ecK7/voivKUwbVc/v0OJdycXKELDb+I4HcMu0hvI93lPVcCyfA4dxJ4C7ZvpxQ2DiS59v8gUdCLudnTaDSaQwPtdaTRaDS5oRV0jUYzWCmrgi6EGCOEeEQIsUUI8boQ4k9CiCOFEIcLIZ4VQmwQQqwXQjQ47d+vBtVAgaUXcqPcCvfyMtsvtwJ9RJntv0F5z6/+sUJNme3Pc1m+oMzt1pbZ/kdIsfMl2OfMvuLV4YfcFMDFwN1sFw9l2Hke7hdFNi4B3JR5UKXZipizF6rSf9+Vbk+xv0nuiTddSm79xE0JPQWVBC9XXFSb77vZL8HD7Caoo40j5UIquxarRHSLgX8Bvmoo9dkV8wM/0XBNzHb8Z5831fhm6mlVifSqDNTYXAILDSbIc2GufS8v6pyMVn/2PgWsc+7CZ0LAUXAE3CRU0qvKE/fCV4fArEthlgFyBSwNAQ+T3/fDOeb/R8E4+P6LdzKDdfCPwPGzYYoBEy+Fp0IoNdztOnK5fqt0krh8KNU9pqWge+ilt9fjmvAqGxGq8BFLUSvtKrdVCqzQMlbp6ng8rWRYAg8+myqdL0F2p/xt76eXBJXEB6js+eKmtIYJFKX+Oynkwcru5Hs/EeJUFqxAdxPMK5lbrviJ4KE3JXmeZa/QvrphqeV2BTe9jXImYPMRK4n9QyVJXNkUdCGEAJYCD0gpv2Iu+xTqlvonwI1Syj8LIYYBfeXqh0aj0Qx29Hyp0Wg0uaPnTI1G83GmnAr6qcB+KeXd1gIp5d+ALsArpfyzuaxHSjkw+AJ7yaDduMbilYRyK+jlVrjLXWatzHFxswzIIX6lcMqtoJeijN7oEtjIQEYlu4g4TIvxLssnFW86I794l4+Jh0TR8yXY58wYZ8rJfF8W8QQ+CM5xtLeBNzVOediHV1Kx82pYbG1/L4V7Dt0L9aaKajJaXgwvWLYfAFblaOuSgYuWhmCxwe3/cq1q4wVDqcRXWPbvBgqNHTevxRsNLpB1DPvwSkbELodVlu0XUDH2RXJn/3mp7FoMv7T+Xpq7DbfydcPgdbGczX+YQfynw+lproFuVLi6F7Ooituz/WUw0oBLUbH+DpzLIzAFmGdQRYTJbFLOFmIujB0P8+BUVqRVVz0L5XlglosMzHc/rvevVZ29KwTvX8utIkF8xXA4DGhAKfO/n6uup6sMVGdz9eB6DBX7vlGVc2uM8bBoVV9fNcDRwOXAcwbcbMDI83GcnwIu3iVRHYOeByW7x7TKrPmJ4q+Mmkpx/ip3T1+AGD4ChJMqWbpaVmgctI9YUlm1FGw3hbUQhdtLgjCBFJt2OzF8RSuXNXQSsd0v2T0V/ESI4i9YNfYTGVBmzU57fHRRscuW0l1qYvjo6QukeBY4lUMrVVt2+5m2yd92vzeHvd/p15COQR8cMejTgNcdlh8JdAsh/gBMRN3FXSulTJlRhBCXAZepv/aXsZsajUZzwClqvoT0ObP4WqMajUYziCnZPaaMl/6Hl0aj0RTDgcji7gVOAq4GPg18ErgofSMp5T1SyiYpZVP5A2g1Go1mUJLTfAnpc6b/o+uhRqPRDB7yvsf0fGLkR9tDjUajyUI5FfR3gLMdlm8H1kop/w4ghHgC+AzKJ9KFPhzLwZSMUrgoZ+KNMtvfUGb7VwF3lM98sHymFUPKbH8xcFORNhpwTQjFKSjX2CIodxTEDpfl95e53V8eAd/pAN4vc0Nlp4TzJUAdT4hN3C7bgLrCevSFENQY0Jm+woB66N4bTC7pGXqnchmuBS41oB3lFt2NujY6QS18H+URZZXXuhDlsm7Dq+zs2NXf747fHK5cq68y1IhYtnea9mk3X7vMVy1KOHMYpgsMte99Ibb9wuz/C4b6jFxhs9+Cei/3mrY7TNsRYCMz5WmsFc+kGW9Qx7gbHhRtgFkG7X8N+LGhPOd3mq8WILrffGO3/T5ZQ3729b+NPz1cfZN/1VB2O02T4f2o74YOYK/5eh/ru3TYvE563GyvMmBOSJVX+1Q+btfzlAv5bvct6tih+rcOejBdO5e1qL7uGAe/ncHKb50EKTkCV5AyP4ZBhaY5hDqMuxk4CoBhwTCnyqksE7ZjCBjqNI3DvHZWkXuIle27sMlgdN17dDQZyt0dVLuxc+F44ENg9y4c56aw25hegypjqMmBEs+Z0EU1HrNEWiGu1pUV8WSSODCTztnseOglgQcvibzt9+IhQJgIVcl9E3hT3K6LSbIWw0cCDypFXm+yTQsfMWL4CnbzTuCl0xTbLBt+Isk2IviL6n8vHoJ0p7jQ+4km/w5U9iRd6os5Bqd9i3F99xGj7YOxDKvtn4OsMSn0OnTCQ2/yurOfx0KuRSei+KkyS8XZx8Pelo8YHhIp7vCFUMpxORDk2v9yKuh/AXymGxEAQogZgA8ICiGsaqifBdY7GeiPp9xbxm5qNBrNAafo+dLcx5wz95S1sxqNRnOAKdk9phWDrtFoNIOFsinoUkophFgI3C6E+AHquXwL8F2U69FzZhbO14H/crGxDFgmxIxF5ernR8NR9Csk5eAsVMmZKsqSTG/kqIyKSNE8D6o8kEvJoqI5ityTShVA1ZASDHsmL44i1XPAWSqzOAI1FRThpbLE5SHaj4HvFG42K+XMHfkRUor50rRjzpl1iy6TQb4r1PLzZD27CRLFTzdBOqmhrX0sfe8PVXpTC0p53YFSjzfBhLc2sk04KX0h2HodJw1fybPAz2S3afNOuk6upp1a2hhLx95aoi0j+5XozlrorlViZfdseDzEAPUcoDcEaw0uGPUg9wI/kWE6+He6qOa9s+rpoJb2+Gj2NI9RtluAnabtbrP/a4AdLknqHlRJ4ip2Xs0Xa5cxnXW080t2nFxHG+q1o60O3vaZtodD53DoPkLZ7gHCMIw/Oxg355l69d/3pYc4Ptp5gI4v1tJKPVvbG+jbMlSp6duHwM4joNNmu9s8JleVlWTesR/LuOo7dbR+q56t8QY1LhuBd4fA+zPUebVsd6JUdg8E/c3O08JOqJj0IX2vGkr8XWCo8VwLvATIt8zjTPf4MVTarqVmv882zHOcSpgArFPLmzmVdmqB1ahOA6+8wJZ/u4pU95u0tgQgVzsOTcXOq+kbsxtOOpeeoSGWgfJg+AoQXa7G9UcGXAs8HiW/ZIaWJ9k3YQh0iPuoTlxK17kGPN4CPADLQjDNgEfs2+eKVs9zpZT3mL6maYsAqogQx4enQFVRqYP9ibh6zaJkloLY0xdgdEUHcSoLUi67qE6qlPY2LBJ4C9agfcQGlCqzq6IxfMSppJLCFGMfMYKo7wqrz9V00W4myK0kRk9fgKqKaEH242aytWEV/Q9bamlnKw3J9ovxAChm32x2Z9Suo5OaAfZLqRKr4njqWrRfN+nHVepjtNuL4CeBJ+UaLoRynYuPilz7X04Xd6SUbfQXDrXzLjCjnG1rNBrNwYSeLzUajSZ39Jyp0Wg+rpT1B3qxCCEWAAvKH0DbUmb75wJ3lbmNRgovDZSFIOVV0E8CVpZLPQf3GmAlIrqc4j0A2t1XTTRgawhVCihM/8c2jyeI92fboMinkYHhzmGcrVDWa3MNlNU74iAjOWdWNHKP6AbgWbkcLwm2MpEORtNOLR2Mpq22jvbaWjpmjqZrey3s8KrLsAfYB9vEo86N1BjQuZdnxZsAfI7ltDCRNsaygzqCdBMgTGB4mB3T6ugaVgdBkark9gKPuxzEdAPWtXOv6OQpuQIfMbYykVbqqSKqbFeGaZsaZcewehjmhWqUV/9u8/85KIXUiYsNuC1E321wtVxGN0GamYSfKFVEqCKCvy7CFhphmE/lKO00Xz39r5fbTwBedm7jO0ohXsgTbGIyrdQToEeVb6pN0DKkgbhnuIqrt+zvRsUtf4Casp5y6T/AV5T9E3iZLUwiQJgqIngqE7QclaCLcaqs2Eib7W5UaH5Q9T/a5+K18wH0jflFhsZhYFnIcWp6akAp7sOAJ5z3XMd0MHW+9ZGp9DxdQ2opz11K7TYyeJzJdtzmrGTfV8IU+UU2/Ocs+FKakh8OwfXu5t1ZiCpldze8AiNil9Pl+fXAzX6WJW5/pAG7HbapMaBTl1r7qLDmS2/j4YBSGYN0J2PFC1EwrTjbCP4BamWwohsoXBkN0k2MStdY6GJirK3ycPYSUIk+TzIQ1kMvib6qggNjY/hS1HOAeFoscnVFV8HxydV0Eq5ILbO2nqkZPQ7yIUCYOJUlj3320Es7tSnx95Z3hdt5LgSrtFp6DHr6mKR7IeSKdW1mQpWq0zHogyEGvWiklMuklJfBiAPdFY1Goxn0JOfMCj1najQaTSas+bJihHv9bI1GozkQaAVdo9FoPibYFXSNRqPRuJOuoGs0Gs1gYVD/QE8mPPI2LbLlrSg9TQ2mq6zlQlxiGoEPr4Ad5XJdWwLeS1VypXKw1fK1LFMSujWlN5lKuV0Gt1N8gruN7quC1psjUCX7CnB5ciuDBvSX6TsGVTHB7o4+jpxKmM1DeX6m0wVlc28HM7fexyRTXAmwJ4k7Vs7jdbGcbkYSIEyUKsIELCdu81VFpMcPPV7lXm25cGeiMwQsoLJrMfHq23iUc9nMZJb9/Wwqhkbo2zO0v4xYC+rSbkG5WH+A8m7OlABtXQhYzLAPr2S+gItkLcuZx/bvNcKZ9Lubb0TlxtyEur57ob9UWYaKSveF4FKDH/xXiBPFAs6Uk3nixa+oFFNe1Md5I/C2+WoBpLWzVarsMfruyzBGPzb41r/9BwYhWmhgyz1Hwxizj2+b/V4LbLFsWyXRqsyV6zIYB35pwHdCPMx5PBlfwJ4VY5Rb+UbTzFpzXFpBfT66zP+jpu1muna6xADkVJUyPUHc++qc3gcsNOB34DbvtlKPNSdEwlXJhHcp/DtknOeqat0/9psMmPwW/HgGG0QIXpgFjxjwS/rL01lf882gBmyFwzE5YU1yi+GXw9njCzFNnsHb531anVer2x+grvfeFlQITtoc6Habod3bP1LSk8T5iZBIFhrL34XWT4QIfuJUEiBMb5qd7r4glRXxlFJm+dBNcECCLbsbdLyvksqKOJC/m7uPGJXEU/ob6fEzbHj/xTqsIkyiwJ8NlltvHF/SnbuNuuTxFJPgDmBHX92ABHN2t+uwVdKxQNIT9JUKP1H8RFPc5zOVWXNze8/mmu4WdpFe3q7QMAN7ckG3BIhW+ESxbvs6SdwgQKtBGo1Gkzv9XkejDnRXNBqNZlCjFXSNRjNYEVLK7FsdYERtk6TjHlAFU8rAdSjZoExPr6cb6gF6tEz2qwxVSezNP5BVeSmE4w2VE7VcT/fPNuDx5ZQt2ZcwQJZRmZhuwLo3KN/1ucC0fQowPK2dHBOwLTBU+R9HrPi7eSgF0l7WbTQ5KUsXG0qZTOdSA5Y8SkYPgWJ4zoDP7SL/ckb5cMPrUsqmMjZQcsTwJjl+7yP8O//CnXwLgJeESmg2Xp5PAg/t7aNVmbV36S+z1kW/kvwZ4Eqna8Ygt7nyOuAm51VjDSVGfsbBziwD3sxiP2CYKmT6do3Afph4kZlY0YGMnwWAU6BmrsN8ZyVViwLnAQ877HsO8FjGrqu+p38mvKiHKtZnbR6VXdOJV28Anna2Y6roA/t4FQPLdaV5h1WZpdOOdhgHl/JoOXO8obwFljrb+LycxbNDvqj+2CRhUhi4rfD2HFkAHMOR8i02C1P1/qqhhrkG5W3Qibru1wI7dqFKvb2Wo/2087zQAA/K2+kTKC+U7ZjOClHUd1sO328fiyRxB9986WuaJseueRwfcSL4k8vzVekChAkTSNpRyeZsCjc+EnhUssiCSpXFs6qbhSYWS+BNUf4hVZVN4C0qOVd/ia/+Y+iOBwlWdqe0X6hK7TQ29v7H8VFLe7LUV77HoYrMqVJ06di9AvLF2tde0i4TTup0Ai/b2+qZULc1ZRmkXsNOyefSx63QYymkbGChfJRtlYP0/m8TUxznzEGdJE4IsUAIcQ+xPQe6KxqNRjPoSc6ZvXrO1Gg0mkxY82XfnjKENmo0Gk0RDOof6MmMxMNHoOq3TChPQ/OHlNfZvxklTpYr2V0QVWaoHOo5qBjB6WAeROn5B1DS3YXlsX9mecwmuRqoOQZYXB77I48x31gxqgVQk2ll2Hw9jVLo7eT4JH6yy/IFQM255h8F9j0THwBjR1G2a/MgIzlnRj9ku3iIr4qZvCReTqrnANvFQ+z43kT6Fg2FHwBfA64NwS9CcN8b8Lt2eLDdVM8Nh1ZW5NgbF/UcYEeI42a/iOOcnk09BzOG3Wm7ZmCbTT2fM3CTjOo5wAsuKqYVww3wMPPldAb2P4t6Dmbf0z1Kekn1VFnO9FEqVtyVAeq51cd09RwGBD1HQypG2oVJ8mxGxC6HbdfDKgN+aMCphioPxkL3HUGp52sxtx1IG2NVvpTeELQISq6eP2BgeRltFksZK78ONxrwuxA82AIPAsuBu0JqytvxLvAQuann1nfUY3CxQWXXYqbJM2DpLnh8GSwB/g/l0LMUaN5l2s7RO+ygV88PLtKzuLfurQf6y5XlSxc1JPASwZ8sa+WzqZEJPAQIF6xwd5sJabxmvG/cVhINVDyzr0Al14pBtxPb12/fQy/dfcFk2/liHbM9VtlSzy2msw4/0YLaiJnqvx0rHh9UfoCYeZSFqK8R/HQzMu/9suEngpdESt+t40/gHRDzb/fwsPDQy6S65gHL7NdZT18gGQNuv0bSPQL8BXowOHkWAAP6X+j1YyeWdt0fbOTa/0H9A12j0Wg0Go1Go9FoNJpDhYMjSVyNThKn0Wg02dBJ4jQajSY3dJI4jUYzWBnUP9CTJYPGNS1SN5zbUF0ucXr95CgcR+5JYvIgGgKfQdnKTfWgyvUkk4mVmN8D04CmObBmeentfwpoOhfW7CXnsl750AD9idDKEGt2ooSgAIZDZ6HX5yhUgjYHDrPedADtqHgDK5whx2vKzQUd4PcGPIXKkbQD6Gw027HK6m1ElXfLgJv3+ttAPSohE3NQvqUl5NMSdjxG2ZLQHWQk58yRTYsu2l3L/aLdecPb3Fxp0+ePdx22eQHqDYZt7KRn6J3mMlV2ytnt2olRZiKaOQwoUVhvQA1UrdhN9JKRKmHZI4bKXXhXrvat5InTGehefB3cOASuD/E52cRzYg08ZMD5+bkXT6SFgSEhJrca8P0QbPlX+IVQn2HXMXdGudm6fL7vNeAS096NBlyfr2v0dTDGJUFsFWwRj+dpz4aVHO6HBvxs4Oq3n/w0nPRpWBlVU+WNhirP1oz6Lj4eNQ81ryLzfOEy197f/2aaPIO3xW9sKx+Azguh05w/804e+oD5/wK4L0T8Pqu62gJUxrkQrJtA1rKbTQascUvAeCMlv8fROJJeZq16eBc+YgWXcaokhpeE6UqtbNjdqe0J2PLFR4wAYSK2L9sEnpSEUx19owlWdBdkXyW1S01eVetvT/6dwMuxFa/TSj2eAkrRJfAS7asiWtGfDM2eGM1PhFbqCy5xl8BLB7UpidaCdKeMV5hAweW5fMTwkHBM0ldogjhQ7s61tCfDF6xlVjm0dHdoPxHH8ck2ZlUV0WSSP/v1nW6vFCXMUpPQxVKuoWIS6lkUk6xwMJBr/we1i3sy4dE+nfBIo9FospGcM/frOVOj0WgyoZPEaTSawcrBoaDXNi3iJGBlDiVsCmHZHXD2VfD4dMqioHOdyoHGVZSlHNTXUMrSfAOe2kXJy5UtQeWF8gFrrLJbGRTffIkBnwbWPIZSvEqsoC8HqKVsHgwviX71p+AnjxfimizpUqDXUAmNOoHWvcBcVB2fKpRXQBbPCef8HQBUzt1LnOH9Svcdw6FmuCoXtA/YWg3sRR2gi1K9xsX42cD1VmKtMnhf7BPgPRd6N1CWueEgIzlnirpF94t2FsiphAmwQqzO21Z14lK6PEsGrjDLoPUMxSyjFwJug+/kY30XL7efAGwauKo1BK0QHQGXySD3COAr+SqdzfBjA37isF+jUs+vkwlu+tMXgDVKPa8xoNMtydpAOqlGqaYOfD/EJbKGe8W/9S8bacDu3I8j4xP2S0KcIxt4TLSY6nmupe8sbmLSJ89WjlcpeMGrzn2kx0+0OwAtXjW9rEblqewE9Vl2+p6ZR/Jz/jOX/nwpBDcbcHYVjIHKb5rzzxpU+bMTgXkSJk0h85zhMtc+b7Y78SLeFiGGfXglPUaNSoLIhTCxARoaYOMCGIr5tfAUykso2/xtJaBbBlcYVP50Lw2jWtgsZqC8juabCVVR0+WboL48X6M/wSAu6jmoc5iDAq8pCXYFPYGXAGHiVBasIFqKsGUnvaRVd18wWfYrX2L46IxXE6zsTpkb7OrkzIq1tDM6Wc4tH5UxQJhKYnQzMtlf+/4+YrRSnzyufPHQS3VFF1191UlpMEh3UpGO4C+qzJqfiJkIzl4yrP99r6n6F3pue13G06mcWT74iFFleg9Yx+40/hYR/AUp0FYJQEuZt2ynK+aFHoebd4i9v5m8EPKhFCr/gSTX/g/qH+jJeMoROgZdo9FosqFj0DUajSY3dAy6RqMZrAzqH+j2eEpqQamgZaDmKqUW8nB57F81BO54FE46F1aeggqmLCFnA28bZhU368a8CthPSWLZDgM+AzwCcARKQS+Reg5wO7D0DeB04F7bihLlG5gNrGsEzic/lSlHagCegt759Me+5snY4Sru0oGKKz+kb9NQ2IlSmDYMh+cAWQUTq9Ty6FtkVF3edl8VXzG837YXmII6piCqFFPrKOidh1LRwzh6OGx3tl01ZjdRXkV5CKxDqUyl85CoHLOX+PHDYc0UiM4B3qKwPAM25e8gxu51dFl7kHvEegAmyHOZw8vE8NFCA6+3NcFKHwxBTRN7UNdAM+pcvgpdHpfPypshOMmAlSF+9l+LqfovVSYmTICtNPA6Tbz+1hyVG+Mw1P8tpu0W1HWegL52cPb8uEapq4+HmMp6bpXqa6qD0ayhiefb59L3zlBlu9e0adnfjjr9W2DSv73Dlp84mG8Owe8NbhIhbpDXEpBK7drE3bzMCWxebZAUKDpRYfibzDbCJNc91hYDbk4zPgdYBc8Y3CtC3CCj+InQRTVv8Qeeab+avr+Zfe82+7zBtN+D8ljpUe16edV5/AGeM2ji20yXSolo5Ze8zBm8/eyn1Wd4nzkWf1VjQac5VqZtGiDoqID3wnLoenscM2e8yu7hQbb1HAUJlAfVTNT7jfPM8mS20nABAy4CvnsCLBdweYa59n3z+L8TokEuZPP/zVDOOdY59QpcvROyUNm1mHj1bclSe/15EgAegK2jYcwVyjNpCeT3nWDb9q4Q8btgM6ByEbymXusWw9XDlccBD5HX98F0A9bpUmsfFXYF3UeMMAEzejxekMqX6PPgrUjQRTWVxAeolfUVrVQSJ0wgqe7mqkZ76KWuckdKTHX6+lZUmbhC+h4mQGXafn6iSdXVHldfKC27Gjhy1KZkSa5qulTZRZMqIikeB/n2P4EnRYGvJE6vOV5dkRqC/u6C7QMp8f4WxSq5Efxs6JvK2Iq25LhY7TjFa7vFoGfDfi3az2O547nteQCsEnE6Bv1jEIOu0Wg0Go1Go9FoNBrNoUJOP9CFEEcKIZ4TQrxt/j1DCPGj8nZNJzzSaDQHJwd8zozpOVOj0RwcHOj5UieJ02g0g41cXdz/C/gX4NcAUsq3hBAPAz8tV8fMdpS7ZkXTIlWBYG95GjoJ5RLIVSh/z6coadmmeUDPucplmLmwssQu7j2oRHH3AzXHQOcyVEIaK6FbkVwLnGn9UeIEdKBc9Jc20O+ePwfl3lhL1vJeuXAFcO9skGXoO16Y1gsT55uu5uNQ11CeSX7G4eri7g9E6ekcqkoRhVAu6O1AS5UqITcMWDcf5Tfaggo/SHMjb8nSfhDl+no9cCf9+eBuByRwai08X4tKxDbBbMN2UzPG2WxgeJho43zV3zAU/hn+JnD3QPvBMF2nm+EBzaPB+z0zKmIX6qDfICeX+vlz4KmSurgf2DlT1C26R3TzmnycOnYQZQmd1NBKPeuYTqAuzOr5s/EPi+CpSBCJ+OnZXqPOeQsqUZeTezjAPAOWKzfci7gPLwk6qWYHdQTpJoqfdeOn4/Em8A+LENvno6emRl1jQzFDQmD0jPecZ6dG5d4OcGlsCV2+GtoZTSv1ykW/toEtH05l2JgugH7bPtRnYR/wD1BPq0MSNGCxAV9W9hcnbqPNMzZZnqebIJvrJ1N5WIzKw+L07KyGYUKFAhxm2t4H7Idj69bw+gDjo9V/p4X4sYxzOXfTSj0tTARgc+1ktjROpaqmWyVgG+bt/xb+UNklBkShjTrgKBy/iz4X4lz5KBGq6KCWTUymmyBvj/80FdUfAtBXPVT1dQjKnXy/2cYH6m/lTulQ1rI1BJ+CTnm+coNcQn+JuOmGcnPfB+ywwp0ARsF41HzULdRn8GID7nNx176jf/nmv0+HV2zb/Q74wErGlgnncKJ4tUuyzSQdqr1XsmzmyDWogUxv4wHb+9vgF1nMVBmq/Go6h657+wGdL31N0xZZbr+j6SBKlVnmMHcXdIDRFR2ECRCkO5mkzb5/JzUE2V1wojXL3dxy07Yn5krgJQYFu3AHCNMeH02wsju5LN2d3p5orBDqR7Umk6qp4xmWfB/tq6KyIo6HREG2/UQGJCCzJ4lr8G9NupAXSjncqv1ECFSE6aIm6fptXYtO7uyFhhl0UZMsjmd3sS7HMdn719E3OpkYMWDeMxabJK7QRHmDhVInifNLKV8TQtiXlT2FXjLhkdBJ4jQazUHFgZ0zdZI4jUZz8HBA50udJE6j0Qw2cv2B3imEmITS0hBCnI2r3tePEGIMSoP7NOoZfjvwXVRanHXmZu9JKb/otH9SDRretEglc3mA/MvJ5MAk1BPvBVWwrAo4t7Rt7ASagN+iFCRKXC7uIpSCXkOa2NJLScqhPYIStS8FVoKqI7MLpWCUwBugCbh4lFLunveiaoK9j0p0V3yiuBHTdrLnojFw33GUPhFYA6MPb6NjyeHK8eKZucp5oRlUeZ1xZpsduKphoFSubNwLXBKCWw34Z5TnxPe3w1fHw8xaaKmFlaPNxo8DlvbvW+NudvxZzWz/S6NSv36PUgoBRqA+vZ2oT68H2HI9bAWVjO01sqnTVURgLOpUrnsKRl6hTmd4L+rNKnLykrigFh4cuDjS41ef3xjADJhv9rV5FOwYhbqWXiNroqbDMq8ugLznzGLnS7DNmf6mRZdFgrRSz+TEZhIeS2VRz9Aj+Il2BvF4E/gOixHfV6lU0Sjquuq1JdtKZ3kIjjeY+/LTSo2nhxYaaGYS65jOM/HT1H6XGkRnjVR2m4G1qKRlve3A3Uz6j5OdFfTmEJxt8OX/eYjNTKaTajYzmfVM5Y+cwbZFR8GSED0/NtR52wq8jlnSajVqznuYyE2nOg/SbSF4wYBTQmzyHEkr9WxmMi9yEk9tPgsmh4hfbBBvRM3dazHnPct2L/AY9UzmdabbTg0kP3N/M/iJCHGabGQd01nHdJ7nVLZcdzT8FqIXjVRjvRb1EYiuQs11Vai59QU63jBQF7bDnLHJYBPLieNjPVNZw7E8sWshHB2i72pDmWkBngDCVuLEgHmCW4CNdHMxA+sv9ntdbRcPDWx3XSj1cJPsgg0h+D4QMlX2K3P8Dp30bwOXLc9l3wacPtcz5WmsFc9k3/1mA67N93v+FmBh9s1ChrpVcbuP+AzwvMPyekN5MBx6HNB7TCtJXHdfkERFR8GqoqWZx6hMKtn2RF8eelOU0nwJECZCVVJ9U4qxL9munyjdBAtSWGNUUlOpvJLsx2/ZUt8bzgnq8sGuqO7oq0u+H1vRRhR/wWPvVAYtJUmcTUEuBK9trJ3WFaNEhwmkqOWZyqwV2v94XyXBiu4BSeLSPS4KPRb7PnYb9uR31v/Fqt+FJsobLOSaJC7XH+hXAvcARwkh3kfdEp2faQehHoUuBR6QUn7FXPYplN9yVEo5M1ujSTWoSivoGo3moCKvObMU86W5j5ozK/WcqdFoDhoO6D2mVtA1Gs1gI9cf6FJKOU8IMRSokFKGhRATs+xzKrBfSpkMHJVS/g0gzY0pU6NKDRrTtIhvAmFDKXy7C1XRAziWYKpBhZ/vANgO9eOhtQDzbmxHPegfinq+S4NtZT4K9wScYpsrNnxI35ShcDWwbBfqOI8hf3XbWa2ecsKbbKifBc+AUmbHmf2+d8C2hVAx4kP6wkOVQssMsw/jKKhcmQN7XhpjxmCXIxHMODrOOFzlGYihrqEuULHWM7DUPEU0kxlXfIfF6BmHclj4o9F/mnqBX49X/3ejYnAZD9vHmyo3KPU+nNEJoWPXaHWNWtdpA/0x6WtM20GU2te5HSVM9JKinjehYkfT6I4HVQ6Dx4F1UaWsDQNazLjxzlNQY7SBjGq8y0wVbR6ppoLWVSDmKKeF8C6U2tmOUgMzjLvFUge1sDjynTOLni/NfcwY9E8tukd0cw+z+YvsTpZXa6GBN5nFmvZj4WlBT0MNPVYptO0oFXoLsA/ivx3u3MhiA24LsULAkfJs7hHdtpUtmGGksCTTHH0KAbd8BFcYcFeI3wtAXs/vhTUPhIFHgevUnz/JZN/Az9PAYgbEC9+r1PMfyzjHibNtK9aZr/PcY6dtqJIxs3GUlD8V4hJZw4liga3vT6Imh1Xu8f1JxlE983263HJ+TA7xjDyNW4UVr9lC8jh/kct3o0EVGxmozhebs+Q8MEJKnS47zt5QdvX8y7KRLqpZIVYP3DBv9dyi3zNpvpzOU8Lh/BtZbD/vsv7QVM/hAN9j+pqmLerFQ7Cim26CBcfIRvGTwEsCT1Lls6uFXhJE8RQcJ94aqafa35n8O4EnRQmNU4mHRFGlxOzY1f8AYfxE2K2SKRVEDB+eiv4Y89EVHUlVvosaIvGqlBj4fLCO315mza74T6KZLmryLm9n77t9vO3tFkPMHGO7qm0vs1aM6m9nWEU42YZdwU1Xc0sd390ar0+e0wBhPCSK9sQ4VGLQcy2z9nsAKeWHUkrrV87jWfaZBg45dBSHCSHWCCFeFUKc6bSBEOIyc5s1RD7IsZsajUYzKMh3zixqvoS0ObPYsBaNRqP56Dig95iJD3YX1GmNRqMpFxkf/QghjgKOBkYIIc6yrRpOcVGbE6SU7wshPgn8RQixTkqZknBXSnkPyuUJUdskmYZS8nbvh6ohEHXO4JqZ+TjGfv8RNRLPb0cpkPaVVlxgLuqrQ0ZcgEt74SteFSt+N6gGjqM/8DjX7OINOCnofV1DVZb17UDVKIg2mH2eR34x185PdGbxJhvungVfATWGy1HHOdpsJ8+M5Wl8u/YOXv6fE3jtv0+GDxeY2XXnmErxXrOtXZjBmvk3MBTTI+KOovrpzCiq/+99umaOU4pz52pgOIgparWMojwarNhSl5j6I9zse+n6v3H9CvlyVAqAbtPUq6jsyT0oEW0lKPU+SkoM+qdwVLgB4n8erpTy/0Mp5SvMLvaYG4SB3ndRseJhHK/xYQMXAezZOEZdl2sA5sPzj6JyPOxCxbHn6OVxn8vyl1CXeXAOvI2pnhdwnmvOh87i1asyzZlZ50tImzNFnbxA1jGV9bzJLFZzHI+9daEaoyDwhQ3klAdjvgFPpY3Lbf1/z+M5euSZPCzydTl6gS7mwUkGrEyzf1f/3wtZyloZYouw36vflIP9EDFOhunDBwrclyj7HhLcLtv47t/vTouDfphc8BNhYGWBU7Cu6RN4mRp5JD9PEfNynevfp76ila4Mc+t01jFTLs4t3noAIbyc7bq2OnEpuz8I0rdpKDTGYKNPedD8H+7qLwAPw1hD5Z04QBwvT+YV8SL82OD3IgQ0MyJ2OXuuHJPFqyOdOQw8X5eQ9Bz7ocFTIsSJ8gReevIf1Kpi5xCvoW4LnDK8lwq3DPIHgMFyj+lrmiZBxSwDRSmXVjZxp2znMXxUESlYdbUykfuIE6MyRYnzESNIN51UF2QbGLB/NZ3JuPAwAcIEilIug6gHIVYscjWdRKgHoJZ2qFTqqJUBPx/U8e9OydRuj4VupR6/ef9YSPyyz1S50ylW3bay8vuJJD03LIXYb3oDlCLeOkA4eS7t1026Gh2kuyCFO4o/xXvBYmJlS9LrIoJ/gJdDIQQIF50J/kBSqhj0ycA/om7pFtiWh4FFWfZ9B5zvAKSU75v//10IsQKYBc4VcTQajeYgotA5U8+XGo3mUEPfY2o0Go0DGX+gSyn/F/hfIcTxUsp8q4b+BbhJCHGZ+aQSIcQMVG7o16SUMSFEDeox9S1OBpIJj0bohEcajWbwU8ScWfR8ae6jy6xpNJqDgsFyj6mTxGk0msFGrjHorUKIpUKIDvP1eyHE+Ew7SCklqh7JPCHEFiHEO8DPzDbXCCH+hio0crOUcr2LjWVSyssIjlCumUsAhpjuWfasWlUod+tsOLttVPzPh8pVePF49ZxV7kUlWVto/j+OgeVonJjivPgVr3IP78EsBbQMdQO9itxdHsHMMDeQH0HV7buVu+9QUO7DYVRWseLLYkxnHZ8/40n4KSoRHcfByPmqZNbIi1BJm85BuXfmj58IrdTDXKmSjS00XxdA0l28fg4ErkF91+bHiFk7zWfn1xXUv8zU0nX1OJU39ihg1mwITFHFYuQbqPuC81HJl8K4Zmt7181+lXL024jKvbUF5cG9BOX2vQG4C1WCbGUL6npawgDX25HuRzBi4U4YA3wOVf7ndFTuq8+hrttFwMQjQJyLqrV3HcrP3vZ8b6eL8RVm32uAWVNMG7eYB5FHEkO3MnHjUW7/7wLhdtRnpAD3wU7X37yFktecWYr50rSj5kx8PCjaqKaLJtbgI87oGe+pKJntkIt7e8XOq835JI1L+xOANbCVY3md82Q9U+QX4XUDzs4tQdho2p1P1dV2+y2czeN8TjYx7MMrVfmqHEngcf64PaRs3CCqaGQL3/rkbRwnT4VVBszK3b5KEpdObfLdz/kBR7KZ+XI6I2KXw535JU6z3G3daGQLp/EMx8uTYZMBC/Oxf52Li516GN7lWULfmF/AKSEYdzN8LgTfD2VxbwfwqsiayWTuzwUGZh2ywqly3v8V8aJ685MQZ8rJAOzx/TpP93Zw/m62JUb9WYi5cjYviZfhS6H83NsXuBx7b6j87ueDxL09jQN6j1kxIkACL90E1bxB4a7LEfx0UY3PdBu2u7PX0l5UAre46WJtuffGqcRLwlzmU/dRRdAcn5TS3wTe5DwRpJsGWvART7aZL2ECRG3zZpfti73TLINWiHs7KDfwHX11Kcvsc3QcHxGqCnYXj+EjHB8Yy1dskjiA7e810NXXH1pgd21Pd6svtL0dfXVJWz6bS3sgLXy3q8AQCfv3lX2Mt8Ybku/9RNT3fpGEc/o9NnhxCpVwItczfR8qMO+fzL+/Zi77h0w7SSnbUL/c0pmeS6NJNWi0VtA1Gs1BRd5zZrHzJWgFXaPRHJQc0HtMraBrNJrBRq4/0EdLKe1pmu4XQny3DP1JwSqB4W361KJEGKUWsh819w4BLjQXjkOpxtlKxDgf7sTaFrZ882iVSMwDSnWegFLENzCwFI0bLY5Lx5/bTNfeaqKnjzSr/pyFKgN1IfCA2Z6VRCwTzv34wR9CtFLPw1d/QyUPu/lSpdYHgeg1KnkZ7ab9ZlSyr9yxykuwE1Ul6OzhcBJK2X0JeLAXaqZA5yiUx0Ev+STqaqUeDwmO/OQ6Wn9aT3SnKfc2m6ZeoT+J2vZ5sG4eZj0tlOfEOlTiMuckfXs6RyoPjCeGwH2GOk29mFX3oij5dRsQIfdzbRKoZdp//JW3//Jp1d+rzW4RVf0RBkhLHreXyRtNyvX6+DKXBoYodfsw4DRgj/n+KPMYaszD/xDY2AA0wNZjzGMagpKXd/UnfHNgeuU6XrpoJLT41GdgiNlGr3kYe1BKagtqeLcPgdazUEnezDJuk12M16IS1z3fAk0NIFtQKp1DaaJMuKlTj6OSxPUC+2thRS00X0NqIrEcShlWXVNqZemAzplC1C26QUY5iReJ42Mq64lRyboTZrChZhb80ICftQMP4ZYAs652B9sfdyg/ZyqRX5aNydI71XRRRxtt08ay5+wx0G2oa2Uf6rqRe8032zDdHZjMZp56vmWgfbNM2HelKj8zjDC1tNPg38rbc2vgYkN5PCVtt6Masz7HKhFQNZ2wweGcnh+CWw3O+95/4yFBwLRfNW030W+OhPsN+MA0Gd1vNrIRdb33K18r956E6RJl4zFgMTwwnG9zKR56qaGL+spW9hw7RvV9udnFzv1mI+tQ3zOpCTDTlY1+zoFnplDJ41QSp5Z2Rh/5Hh1nHg4bDfVZbwXlKmHZTrd1EwnHMtMq8eqZcjLt1NLGWLoiNfQsr1FJ4taixn7HU8BrDvtfAWN7YaM3tZpoOjWoRHI7UOr/5AI+ey6f15nyNJU47wGDJ0SIz8tZrNg1l/iZw20JCc9TXkFb/0Bec1GVAdF3gYfhGYMVIsSXZSO///n5cK1tTKYY5v2Ky3Ftd17MfEON8Y4yqtzCADnoVPQDOl/6mqYt8hFLKriF0ra3jvrhrcmEYh56U5J/Nccn4auMU1WCslkAiT4PvRX95bIa2EoHtcljyEctTuDFXzlwDrIShkWoIkh3Uf31EaebYDJJWHoyspa+BoZVFFYON4GXsRVtKeqq/VwGCBeV5C7IbgKV4QF9LjZJnJcEVcEw9RWtyWRq1nmL40uW67OwX092snlmjK7oIE7lgCRx6WPSQAvtOXkkp2Lvl70v9ZWtyXMSo9L182VP6JeNjzJJXD79ypVck8Tl6uLeKYT4mhDCY76+hlntWaPRaDQD0HOmRqPR5IaeLzUajcaGUGE8WTYSYgJKEj0eFV37MvBtKeV7Ze2c6X7ka6xbFLv3faU8NAO/s0opXYVSol8jt5JidgWzny/LRpbtWkD8a8OVWnnfflScbJXZxk0oZTg/5dniJzJMK/Xc8+J3lLpxNyoMvQaIoUpU7cRUF6Oo2DeHUlYu3C7bWMcM7j3rSqru3030+yOVwr0GVZqrHfgt6qm5MGPf5F7gNtOCpTw7lZWB82Q9qziBGrpopZ6Ov5txTvuEEpZ+YW44FEig1JvmKOrcjEOpN6twUzHPkQ081zePruXjGPv5rQQI07Krgfjs4cqJocYcnz+jyskNQalnO1FOEd3mq/VGnIJOz5ENPBM/jT1vjoEfoeK4PSiF531MpSOKUso2kJeiMsXgnPUP0EYdW2hkx/qJcJiEHqHOdSdK7H8QUzF7wRyL68wDiQLb4YdHwM+cVY25cjZrIk30rKtRXaxCKdz7zOO3Kp81m2PSYv6/E5AbgOXw+6vgy872qxOX4qlI0HHP4coD4G7TxuMopb4G+H+mLTEF5H7SS11V7LxaxawOYDF8dbjqbzXwDObwriCvGPSRBuwe2P8j5UI2f3GG+jw1oW7ptg7sX3acr33FDa9LKZvysXag50xGNS5i19cAuFdu5gnOpJI4YQKsZSYdvzlcpSpoQJ3fXvrL4bXuB1YxWn6SDuFU387ArgyOlhdzLo/iIcEmjuSpvy+EJgEzUdPyYajraQ1KfZXbgWp+IG9JK0FmcqMB1yv7lpLbxBq6CfKnvjPo+udxKu/CVaj5eidKdXwJcw4FiHKOfI3HRMsA8/zRgC/093++nE4jW1jPVJ57+Quqz/NQ+Rh6bLbDlidMFTCcz8sVPCvSFXRM9bTf/kVSKVovchLbvn0UPIFy4PWippvngN0bUN5hljoTZr5s4SmRPhc1wqnnw/Mhjpcn00o9p/EMHYxm2fp/gqPfha8eoZxUtqM+F50tqLm3iuSEETgG1kqY9ABO34nXyQQeErQzmi5qeJkT2PFePXR71blcDtzxFimlHFmsvKsWABc+RH5lUC9BfZnMU3lg3iyNwjtBnss28WhJbCVJO7+adA6++dLbePiiMe8+R3ckSK2/vWDFzEuCGL5kjG8vnhQFrpEtdFFdcCmxnr4AwyrCxFHeRdbfFrV0ECaQVErz7TuQoq7W0kEbdclSYFCcYlxLB11UJ/tmqdoAfqIk8BSsjPqJ0k0wRQ22ytFZbXWZce6FHMO29xqpHt8+QOEvJqcAQFekhgb/VrqoSfbdsukzv7Ptx+TW3ki6kwq8Ewm8JPBQSSzlmrSPkbWdk8KbTUn2E016F9j7aL9GE3hLUmbNuv5z6VexFHt+nbD3H2CbmOI4Z+bk4i6l3AZ8sXTdyw3L/WhY0+RFhVde1Gg0mo+WAz1ninFN2UoUaTQazaDgQM+XvqZper7UaDSDiow/0IUQ/5phtZRS/qTE/Ulv31LQy9mMRqPRlITBMmcySifW1Gg0g5vBMl/qJHEajWawkU1B/9Bh2VCUP1o1UNbJ03q6Wd3UsGjMyRvZ1nyUchleOAqWzkF5RJ2Ccl1/C+XXl8mtbqArH8A8llM7qp1n/nQaW549GqqHwO3XK4/AacC7hnKdlaejfIn3otzdne2lU8cOVf7iZpQL8aWo8lD7UQ5dLcBTwJoHzD3OMY+lF+Um3ozyU6/FyfW9g1rWMpNpf/grXhJsunUy0e0jlYvmbuCP5nEMM5Q7aw+wczhsMFDj1oFyRXcuyfYiJ5PAQzdBOv7jcI783ltsfnaGyo80C/gSsAmVc/V4lJv7V6tg/1zlwt8JtBzjmvhmPVPpWjEOhqkyJL14iG8frlxYx6NcWH8L9LZDoFYdy2H0u3b3mEP1oLMbymYmU1vZgX92lB2Bif0u0AnDTKC3ChXC4FR6aro5Lm/gWLNpLtTTit9M8BSc2p100+rpC7D7gyB9hw1VfX1nCGycB7tXQc0Q5V78YRVsP0KN4c8cu08MH7X+dnpG1sBn9sOvh6hKr3tQebFWoGxtwnT1jwJPomqlvQXsomLOh/Q5JtGbw7kVj7KVBtZfFqHrazX0vFqj7JxtHvI+1LXUMkUtZwhEzzPHRCXVq6vd4Zj3aIrcwoZ/mQXvAE+b/fQCvXm4twPsXuK4eDar2TxzBmOf3Eq8r5Kuv46DZ4bACvPc9qI+Z92Y53o/yt23BRUaY4ZdzJ8HT+VT8tCVQTFnClG36BzZwBn8iTrauJpfEKOSFiYSZDePNV6oEmZ9xVCu6KCGZAzw0hBonkuHcHHjvQCYa3DdN/6Vb/GfdPAoMXx0E6SaTrZ8spHNu5dC0FBhByNMu6DOw4bxIOBxzkbFUaRxfQieM7jrsxdzEg8mXTa30kB7RS3PescBIZhpqGlyB+qa6gQ2NCgbE8HPC+A1VOkqO18IUbHzat6pPZoofiIsI0yAIN2s/cxMuqJLYLwBJ6LmlsNQSePWmJkqvcAQ9blX/txpCR4bYPT6i3mVz9BOLVGqeI96YlSyreYoFULQNESFNgVR3y3PmyU6LZd/CV30oOYfu5t7MwyD8fJ87uYLtDOaOD7WM5X1U6eyhcfhU4aal7ejwo2WN6C+O2zzezgEkwCOI/V77DjgNWJUEqAHH3EChAnSTbgmQHxYJXHvcDPJ2QxSXdyHq8/3DrOf+TB9PKwbr0KaTgduMFTpMjemGOpacvhOSSaJA7aJR5krZ7NCrM6vP25UGar0pK1K2udkE8+JNaWxP9Y0XM4kcU6fiQPHoJgvfU3TFnnoZbJ/k/n97SNuuv3m4z5rubcrt+Q4HnoJE0i69Fru3YWWErMSiXlMd/TKiniKu6zljl4IMXwECLv2y08EDwnCBApqI4GXVuqTJcSsZRZxKongL9gFvaNv9AD3c2WvN9lWe/toRn6im8qKeHIMITe3/bmHL6eV+gHjoxIBRgckj8uVen8rHdSmlCmzXMxjVA5IEldD5wBXdh9xprOOFzkp+bd1fAlzRH3Ek9edPYzBPkbW8djXW2S7Xt2Sv42u6EiOjZ8IQXYXXSbNniTOqa+lJNeEbvmQfk7dyPgDXUp5q/VeCBEAvgNcDDwC3Oq2X6mwnm4Oa8w/o6BGo9F81AyWOVOXWdNoNIOdwTJfagVdo9EMNrLGoAshRgHfA85H1QQ7Rkq5u9wdg/6nmw1N1YvO5nFWf2M2L43/B/X0vnMerJmn1I1hKKXsA6DXUsissju2slku5UViVBImQAQ/lU17iTcMVyVgulHq0nbgO9vhpPGw8gGYbsC6XcBFKBX/GFTWHOcyX11Us56pzPzTq/TioSUykZ6ZQSp8Mfr2DFWq9g7gQ0MpEJY6vGUIbJ2CSiR2OuqB8i0D7Efw8/r35jDi5p1MrtzM5OGbWHvpZ1RCtCAqEdGJwP+gSpYRgiYDrgC6ZyjlrAXXp/Y1dLJ+11R27KvjyO+9xWja6f78e3RsN7/UpqDU3HpzyL+KUrlBqa+t5jje5Wie9e1TmfvZp4ngp4UGOtYfDjUxGO9TCehazKGdX6uOZw0qYVwXKtlb77tQf4SzcXN8TuMZlejo0okwfgjcsVjt6wOa5qg2ti5EKUJVtjG3ysbVMkApQ43rOmawnqlsX90II1FeC6tR108QVWbs8YeA881P3ByVMC6p3jcyafYetjj2/kJq+Ct1tNF7pIcdXXXEewQs96rScV5gLko9x2yvtQr4B/COgt7hwEZT4XZKPDiPNjppYSLbNh+lDtVSI5cArY/ClHNVcr6XzGMhBAEDwkegTmpHMilOOrNZzYaTZjEs1Em1v1O1sQL4s9Hv/YD5f9hsN5lM8F2USt8BCy+FpQOvz0riMFO1E6uoZN3sGWyPNarj6LZt2Ik6x91DYF8tbK0FhpNMyOhW9qgABsOcKT51zKLJbOaLLKOd0STw0m0qL16bcjCA/aixOwyOi5zKa188GZaljfuJwFHQQkNSbepgNFtpYC2z2PyyqawuDUG1ocoZbgSesiXvkwEWEOf2tIRzgEriNgZWM5uTWEmYYbRRxwam8nLkBLjD3P63qHlmO6aQa7OzdbpSlXr3DjzGvxn0JWJsoVHNZQRppZ61zKTrkXFqm7tCSmnsQSV1syco7FWvFppQF7Odq+B06N4VpHtUkDiVyb6vZjYYpp37TW+mlUDzKpIJTm05W1/7jYFyrUqjCbojQfCrZDOt1LOO6Wx58Wjgcfgl8AXMZG5uydpOgb/NhU+lf6ZUmbBbRQI1D0bM15O2bQzUhZKeiDGk5usLTBX4EQO+4qLU/q8BtwPPh+AFA04xy8xtmAIfVGW/MwkCGxzOLSj1PGSAEWK8PJ8VwqFUYKFELc8NA5rVsRWkni824DaHsdkRUgkxy0lve3nt58lgmC+tGPQAYbozJNrKhp8IEfyMpp0ofnrxpCTEiuAvuNRXAi+d1JgaqFIM7Uqi15zbC1UUfQ5Jt+xqeYxKvLYydPm24SdCmECKR4HdvocEO9ZPZETjTnyVcVP3zV3lrqyIpySdA5jMJpqVqxAdfaOpq91RsNr68q4TGDuqbcDyuOl5UChhAsn901XVOD58aV4N7dQOuH5iVLKcecnlTon22iO1BPxhKomlqML2915zzAvJ+dW6t57Rw9XcYh/jLqpTzne8r7rgUnoW9s9QORRuOxH8BZfmK9Zmthj0fwfOAu4BpkspM1RT1mg0mkMbPWdqNBpNbuj5UqPRaJzJ9pz6+6go4h8B1wuRrIkjUAk8hpexb0n3o1GNQXzEebn9BCZ8fiPbFh0FP0UJA0+hYmUfRYkZw4ZATS2Ea6F5NCqI2Xyi5lJRrpuRrGcq9bRSP6qV8KgAG86cSWUwTHyfD3b64Nbx8DuU8nwE0DBXqSstV5kxzaNh5BGOpaC6CfJS28lUj+mkqiJKz29rGPa1Tvz+CB3vDFVirRXq/H+o0lYJlAJ4fC3UzFdK7+POT77XMZ0J/7GRbW8cRdcxXdTTyrSX/8rb6z+tVJQrUN4F+1Bx4lMMVYZtGv1lynYCPzsHpzhsDwlOG/UMAcK0Uceb8ZnMqlxLx2cOp6L6Q/pWDVWlub5p2rkDJWb9BPgX4Bft6jhU8PEA+5fWLqGeVuL4lCfD1Cq6CbLurBlsaJoOa7yq7x6U6tqLUo1BheY3H6FUehcqifEmM3l9/Ryltq0Apg9Xqup04Hmz1Bm15h4TUJLfcnPZA6gyXA4cBVuYxPZ/aoRTzTHtQaljVuW2scCl56tyTd1A1zylsieV4scYy3RnBV00sJUPzCfXXuI7hyslu0a1zd1mm02oS/2uP0DNWcAo6LSuxQnuT3hr1NPWyWxi6pHrSeBRT61PhsS/qqeSCf4n+eS7myDdfZfS1SKhRUDzFfA2VPOiY/8TeKARZvtXU00n/iOjbGCWuhSa6VfQQZ2CnUD3KHW+t85GuU48bSrrA+lgNPwIlp8+j/i+SuKvDlenbQVKkf+Q/hj03r2o/BGWh806MHMHMJ68qutlYFDMmTCKn4hKJsszCNKNhwRt1LGZI3mL6f2hw0uAc1EV/5pR82g4BBxFF9Ocx/1ydV09DJwhT+I3fJ1n3/giHBuCK85X21xsqHP5EOYQWzk0zjMbe4AgUbMDaZgl0O4H/PJbvMwJyZhiLqiBhYb6eL6K8qZJTinnoVa8AcwjwYM4lnY0VeN/5CR4yGDSee+wRTwOF/+T8mBaYCiPpvuB8H7UtXKheSCrzf87TOV0NKR8tp6Ewy4iXn0bN8rrWcOxbPvvo+CSEPzwKPixoeaBZZjeNrtQXjoTUOp1ldnnZrgwZC5Pwwc9Q+/keTmX+7mYtd/+jBqHfwROMpRnTXJY56AOqh117YfNNl6AnrkDbZvMlKfRTi072urgbZ8ai7+iPk87VqMSSjhxlavNJK8a8Bnb9+Qp9u/MZeqayxZ5PA76y4SmcbWZV6HRYLsIqVKMj86An6O+Q9aY7bmUbszMUWrubQ6pc/kTVe7uFfEiYJgpA0JmB+fgnNcEZ/UcUpT58nF3me3nxaCYL72Nh5PAy7q+6QQruoH8Ys8tqukiRmUyptiuJFrqsyeTB1MG/ESSyqhVGitIdzLuPIYPP5GCFe4YPlp31dMwqiV57AlbmTgfcTZvnkHVmN34h0XyjuNWOUq6Ukqp1dFGOyqEtauvmglTN2YykZE62milPsVjwVLPvSSorugqOPYfYPqodYQJDFCnq+mkm5EFK/M+YkTwp8T/Wwqrn0jKebfac4rhzqbI1vrbTXW8MkXBtXtcxPAlS7HlS3B4d/K93QsjSHdKqbvKithBFYNub+ujtlmRaaWUskJKWSWlDEgph9tegXJPnGb7y6SUl/lGHFbupjQajaZoBsucqZ7oaTQazeBlsMyXFSOK+8Gg0Wg0pSbjD/QDjRBigRDintiefQe6KxqNRjPoseZMShwzpdFoNB83rPmyb09xMbEajUZTaoSULn7fg4gRTY3ylDU/YysN1NJBG3V09I0m3K2eesb3+WCjT7m7P4fKpVaP8ubrQrlutkahvgpaB7qP/UDC85yqEpT99+HM/cbTrPjL6Uz67DtsOeto5brdg8qHNQXlQhtEeVP+I8p9thblBuhQvuR4eTJdVLP5xRlMOvkdJrGFOJW8GZ/JnsfHKPdaUO7QD6LyVs1FuS03oNyB9wGX78XJre9IuZCTWJlMSLRy10mcMepPtNBAc6SRnjU18F1Uoq9us/87gMUo99BOc4yecrZ/gaxjElvwE6GbYNLduY06lRzt5UbV98PoTwrXjHKHtEqgvYur61514lKqK7pYwJO0MJE26milnu1vNSo32bdNe5ab+2pg3bvAw8odtRPlwt/s3P/bZRtrmcUmJvPKeyfBBAn3DlH92o3y+GxBeW1uiKIumm2oGk61KJfTvShX91RGxC5nz9Ix6py1oErodaL6vRHltr0PVTjmHfP9bnsb7wLbOFbO43WxfODgBAyO2/sitbQnXaASePHQO6BEieWCHiZAZ7yaPTtroNkLLfD5bzzJs+LNgfbPNrjlf76ddFWLUJUsx2ERw0eUqqT9TmpoYyw7+uroah4Hb8OZZz3CE2LTAPPHy5N5ZdGpEIpRPaZTlUFbhfqsvo9yP//QHJd9QNSKC6hC+Zy/oQwtNByTxN0qO/g5P6Dj7/XwtlDj3om67vahrnfrtdN87QblptyOyqC4F644VyUGc+SG16WUTS4rByViWpO85e0TuEZUc4vsAqCVepqZxBYaaYvU0dNcYybcpH+MrPc7gOUhmGXAm2njMtKAuXDdH/6Vm4SHSfJs5SKeD5Z7cZPR73JssViVT7vlW9/mmv/+lXIpzlRyy4W5cjYrDj994Jz/gAHzYjDuZj4vZzl/LnJmHskEbxZfNaj+7ft0eZaklPwqjNGoMpg2zjYY/z/NbBcPwbbrYcKN+Zt1daU+BcizBGKejJfnq74XwxUG3LUCp75WJy6la+M4ODqk5mffr9UKlznEnVEMDJG4BH48Xn3XXR9iivwiG4SZQK8gl/mPIwfffOlrmibr1zyaLJNWqNusSjI3MplwrRdPsgxaAm8yCV0hpcSi+AnSnXSTT3d39xFn83tTqRwWIRAM46mwCmzl5obuJUGVmcjNomNvLXXD2+jFk2y/UHdfP1G27JrE1FHrk2XCtr3XyITDm/GSSCZ4K9QFfceuOhpGtaT0b9sbRzHhGOU2X0OXo4t6rvT0BVKSm1n3YVbS1UL7bdmx27fOqX29hb2sXj74idJN0EwS12/f7o7uJUEl8YJKxlk2E3hT3PLt/Y/iJ9HnKTpJnH0M7P0vB4WOdz42t4kpjnPmQaGg9+5xKpWp0Wg0GjtJBT2850B3RaPRaAY1WkHXaDSDlaxl1g4k/SWDjl207L2FzDx8DSt3nUR88nCqtuymflQrMXxs/1OjEjHm0l9d7ROoRGtBVBm2k6pg5RuO7fwRlUip4+XD4TNq2ZmffYRNTIabUeptDfBDVIKfIErkm4tKRhNEKaRL3nW0/8rmUznxyD/TdPJ/U0WUBB5aaCC8O6BU8mExlYiuBzgelWimE/jJElhwqRJyg4AY7pjobhLNNNJMJXEmsYWmUWvM8hUJPP4Em5qg53ZTLRuGatNSua1SZYehEqc5JMoK0o2fCNes/xWXTf0lm5lMJ9W8/ZdPw1ExtW8zSnlrNPv+R2DHLvjqKJVcqAWUK8LABDUPVFxIHW28yElsoZHV7ccBMGHGRrwzEnTPC9K1vRY2elU7UwDvEYChhNCY2eba4WYZsFQs5bCboEo4x17YPkSNQYD+klwtmP/sQsm8UfPAAiildSD1la184dw/0XluDavjx7Hn7THqXAXNMbXySnUC0V0oyXiXuTCMpdC83tbEACUO4Ew4jWcI2mqGWU/QLZXbKnUVZlh/IrfKkXQcPpq2w+vo+Hu9e5K4BaqcVZzK5FPySuIp7QxQ59ur6WsZ2l+e729QeZbzE8aFLGXzr48k0uOna8U4dQ16UQn19tGvdlteELEq6JyiFFwagFnARsxcLwPw0MsZ/InmT05i8ycn070rqDxqun39SeI+QJUBtBT0D4APq2BnA7Q0KEV9prP9g43knCnqFl0jqvmLfIbPitPMtRHUBzy3bHiXySD3OD3CvRm4PMRDnAc8mr96Dv1Ko1Plv3XAbSHavlWnkqsVSAwftDqoyxcqm8/K5XxeDFydHw6f2d/9B12/C/O/8mW+VLT9joGLHg+x3bJbiHoOGRKRvQC/NpKJAMtBohRqx35wU/q7PEvgTgOYx56XxlDZtZh49W2w9FFUZs1cE1GNY6CCfi+8ZCivt1sNNogQE+S5bBOP5qeezzOUh0o6FxvKA3A1sNJKEvg+KtH5Chyvh3z5oQH/hS2J6HGoL8F2nD+QH1/sZdYipkLcTZB4XyVVFSqBaD5K95a9jdQPVxlrI/jx0IufiJlkLUY3QXb8vYER49sdS4llas9eistSDO1lxcIEmHT4poLVxIhZFs6ueNoTf9XRVlRyry6qmTRqC1vjDQQrTbvNXji8X31W9x6VBR3DCaNeZkXbqUyo25pcVj2z/3q23zMVQrCiO8VzwSJ9zPLFR4yTWMn6iqnJhHnWtRPHR5DuFEXbup7yJUA4maDPXqbMbqsXD2FbWbR87ceoxkcsZZzt4xKku+RJ4spRBs2trY/a5kGhoLNXq0EajUaTDR2DrtFoNLmhFXSNRjNYOSgU9JqmCYvqD1/D2ic/A0E49oNVNNBCF9WsiTSph78nosKFv4Yqv/M7lHr2BVRccA2w0vmpzdu/+TTf+vp/0HjCFrqoTpY8AJhy5JtsGnGkKiXmRSl9M1Ghh08As4FL9sKtwyFwBE5C5eeO/CPzWE4VEaL4CROgmk6OrN1ES+1EtjCJLfumwnihnp5XoRTdoy9VYcqt5utEHBXiFiaykCf4l/gtNFZuoZ5WVjObajrZvGsy8eol8MD3VGLnHwGTUSr0kr1wwXClgq4MoWLuBjKP5UxiC3VT23iTmTTTyPb3Ghj72a3qaV6dh66jauhpqVHixD7gWvrtNaFU0rW1/eWdbLRRRyUxdlBHO7X0xXzgTdCxt5bKw2LK06DTq5TOTtO+13yF6VfQHcYGIEAPM1jHm8yi+sz36Xq/pr9MUw/q+N8Goi0oF4AhKOVivGpjCBCdgaodl0qQbo5kM2NpI1JZxYaZCXZ/EKRvzNB+Ff1DlFdHYpTyYNheC91TTG+IN9Q4jXfJun0mrOHYZFy4h0Ty6apFAi8RqpLXVldftepD+1DlAPAuRH7gElN0oiRMgFbq1dP9zROVyl0DDJPQK9QYeVHeAF30x9V3mu8/UOfQdEFIwUOCMyueoGt4Nes/O5X2+GiiPX7i3QHYJ1JjxDtt/1uKetd4aB2vriEH/sQX6KKaVurpWH24Usrtynw3qSp9N0qdt5bzljqwMbOdGzjIsObMilmzFj385lqbep4/94hunK55Lg/B6wZf53p+UuyT5R0O9peHYMu/Us2/QBFP2tdFpgMvOq47Vs4j7jZhFIWK4T5enkwnm8tgXzFXzmaFWF0e25c9zczLfNwuzIc8Dxnq89cCnJaHSvyAkfRWsFNHGzseMWALXHLdndwrXGoommXMVLmyVebCABCGie7Nflk28vufw2hZz12cQSv1PCi/zuu/mgOPo77rTjKUQ9f5mY7HwdOk3oDnQ3CnwZRvvcl/fW8Zj+Lnjk2Gcg677S1gqfJCuB3Y4GL/eBydL7gvBH801Dy7ciEwQzkRtQC7p6A8ud4idy8AB6ZhlhcdDVVXKEeBLYDcax6z5d318ceuoAcI46GXHX9voDIYxjMqkVRdc43j9niVwtrTFyBY0U2vuW8vHiL48RNh7CdbClL8YviI9lUxrCKcVGw7qE3mprGU1kJjcqvNmppd1CSPUSnGKh7fHqdciP0g3WzYPIuqMbtJfm00po6l8vwsTIl+edcJVI/pTFGzu9aOY5gZg74+MpWgv7tg+7H/z97ZxzdV3v3/fZqYkLQpadM1NNBSbC1QKSvQWYfiDcp8wOGtG/d0eut0Pk2dbk7vzelcrM6H7XZzm3vSuc3p5ubGpj+Zj0NloigOhFEsD7ZSaElJTSBtSkJC0vP743vOSdKmCAUm3p7P69VX2jxc5zrXuXKd0/P5fD8f7DlKxOx2DibmK4WFR4IXUvKxyLDabBdRwkMY7dGMfRora3c24ikNYyORw+AOZf/LCY6K4dY/k9ASZPQ2s+dLFBdp3KNi6IduS/8OjVZRMJpt/bvbPKIZdBMmTJgwYcKECRMmTJgwYeKjgsP6D7qiKOMURfmjoigdiqKsVhTlGUVR6rTXihVF6VYU5Sf7+PxCRVEeTPbFD2c3TZgwYeIDx8Gul9r7zLIgEyZMfCRwqK4xTYm7CRMmjjQcNom7oigKImj+raqq52nPfRwRom8G7mAk/aEGXX40punYyy2k+dxZvyWpyUw8WmSCfUyCgcaUmE2ASIgBjkGk6EWIKuwvwMJjYMnw7cy66DUq6cJBjDRWorhIYjMMQ9zeCJvPrpPolhQiW4aMIdq1xbAKkY6vGt7+i187k8YfrOH72/6XuVVLsZE0TLc2vDRD5LbjtJHZjkiJBxBpNIiqz0JG5TcEl/Ab5vAKj9i+wBpmsIy5RPrdxMY4qCztwqLOJ8FGevu9xI8pEbl1GPhpscyA44FFfpFk55EkhijDRZQgXnrw0buzHPZYCe/0kC61EO13ER9w5sZbDWSNU0rbpzfy9/+Kbb/m6qofs5JmXESZW7WUGE42JeskKqxbosLoQhR4enxbBGh9Sxu0DcAX8rZfTxvVbCGFBWdBjLDPw5ayavoKx0m7tVpfe6rFXBAgMkGM/6r1v8l7bJPYeZKzieFk81+ny5NjEDOyTuBvZKTgahDRQV7PsDi4h/xwaZ7OHy+RGO3U0JWspC9UIgZoEWRuWwF3Qp7Tpd1oj13a425GlCxNOLqDObxCL14iuNlSV02kzm3EbegynAFcmhGdi2iySI5LxGpEykVwI7UZuTfTlnIKEUqI4Gbztnox+tP7p8eg7dHGJ4KYP3WQkb3vAlgHJdPz9n8tjfQqvwEWyo6yF9H1k9WXTng/CdrDH6zE/VCsl5BrEvd5pVEzQps/qj5JhNQMhsnct94CE1u4AxsXq14eVoKjav9zajV/UmoZpvVd7YeaFm49SCOZgcKf5n9htZ/VSgufZs5BtZ8fc4F/8LryCotU98E1tQ+ztoOWt3/fDze0IPrmbGOwc2jkGebxMvWqly4qsXGjlB/VeelQT2NtYAY8ZAf/+8jdl+V/+m5uwn/u7azeOYsmVjFZdfGtnd8h+U4xuKCifgvzWcqj21Iy62fMhynz5fw0ADy6V1s+reT7Xv9Faadod4j5LMVHD7V0iKTwuiSB6yqIcwm9m4HJLTLGIeTctBbo0tfoa8FRCvEh+9jVAr/3M3bRDubwCi6iLOAZwnUe1vxgBuEfeIjsvJ6kp0Uk+oV+UYyvym6bPNJ9HX5sx/eTPPM+UPygtsBaP6gbkGzKQ/CP5PEqXHA7MBPiQWg/Cvg7ByWb/wBwKK8x7U3TLo/gxk3EMHDTzVJh/yXMlc4uktioKAgQoQQLKUPOqpt0jdZ0ykKK8oJeorgMqbuPAEG8WoybBatmOjcayW9Hfy22MQnstsx+Z2LhJNZVj6EbDaK4GFu9g0pbl3E9MrWq1TBAa4/V4nGOUO6yH6gr3WRsR8epM59iE3WAHJvRxIfpiCaLcNt2DXs+rY36/pZBDEVvvxeftyfnOT2mLIEND+GD6rfen9TezNzLLpPMjkQD6Bn0jSoGbXNgMhN9W7CTyGk/28RNykjSB70/2d+h0UYi7i8Oh4R+f9eAw1mDPg/Yq6qqYdutquq/ABRFmYUsos8xYnWp3N0EFlprKw9jN02YMGHiA8dBr5faexcCC0fykzBhwoSJ/yM4hNeYVYe5qyZMmDBxYDic/6BPA1YPfVJRlALg+4id2z6pHcPwqHHG5YtYbBg0xHASw8kM1lBdsIVwVRmdVdW07mwgubFYGOETycRnFSEsdC15GfRNscl4nGEWs4j5LGUJC7GRxE6CNclG+paNY+zcHXBsEN7wymnhJsR07aaVcEmzsK2N5GVZ7/jBjZzH45xZ9QzraOBNmmmjnt6d5Uw8eSNOjemL4iIQrJAIK/1m3DgyR+kM4LPD24/gphcvQY0FjeAmvr6ERM1u7F6J8oglHcS7SwxG1Yig0s3WUuTz+ALgPr7KZDaTxEYAH3NKl5MotRmsa7y9JMNC6O0uQ8iZ1xCGVAXoz9u+Z0KQajqxkDbutEVx4bUFCVZ56ayqpreoSo5jBRkTsW6gbCZ0zYSOhfJ6nht/d3Ezs1jN85wm47tJM09bhRiRdQKr9sovoTjCBEeBco2MnYBE0AxHGguzWI2PALHPPEWEEuI4jDmavN1GCA+9eAGIxa5hIGKHkN9gn+lixJivGl87c3mZGtrpsfkI+cro9UkUh42kcXcv7bMSx5HDckd3ucQoLiJGHflQRojnOQ07SSK42RSbTCzqwHpUGtuYJBar3Jk0jN0GlIzRWjhzLKaf38p6xpNhrwWraaK3tAp2LdV2FuBPyD+QDsQFUR/zfZSyPJmfQb+SB7jjp3cy8eqNDAy6iA04iXdPl00NaE3uRuZgFDGRi2ivDZCZrx88Dnq9hFyTuPvWBHLZ80v8YkK1n5C73HniBSfeyRlqA5fxEJ9VmrlBteCjhyQ22qhnBbPpWHesqEfWICoU3fiyHYldDLXwJ6WTvIvOT+BsdTKX8RCfVubwDRU8hAlSzovMZ+27zfA3Bb6ijUiD1nYrsGoJYryoI49aZVYLX1XtpLFwvxLjZjWNgxhrmcFy5tD7QpVEyYEclTii6nh5L3CX0czYxJX02aPAY1mNt0CLnxu+/R1uUMo5W51MI2uJUsRyTuLNbbPhfivc2w2XTBBlVCeaiKAFOUlp36ErWwA/uQqGE+Ce+dz8jW9zl2LhCtWNl146qeZl5tH9eC3ciyiBqrW2/w6k9DYuBX6lsecgpnbZ/X8CJ2m2UI1VM8iyk9Tu+Nspp5cJvi66G2vB6s9qV8dE5DuNNteGf68/1fMqj1e04SsN4CCGjwCzS1fQ1VyJhTT1tDGH5Sx2L5JPjgNOR85TEWDDUXAr8J/5WZNb1SSL6SJEGZ9Uzubnaicg5nS6EVhJ3VIsqo9W3pD5NEGRY73eC+v9sOUdmFIq8zcbtX6mnr+GQLKCDmr5+OZN/KruAoqIUkkXPgI4S2O41Eq28Xfe3NlMsrpY0t3WeoUN79GZ9HyXXy0kB26BqX65jvnN9cKiH2rU+mV+LH2N/G51HwocsmtMe9O0y91ECA96cNsixvnyQJmzzv5qXMUSfaabtxnnaI1ltWic6+jMvuQzugFd9nN63OpoGe5Zxat4c2cz3tJeg92zkzCY4d5Bue6wFIyOrXQRxWsLYiFtXKZlM5/Vzi1YSbML96jaj2vXXNnmW71abFkaKxtWzIAJKYrKItjHJHAUxA+IeZ1k66RrsNJgl3VzNTuJg2JYq4s7CSQrMtFzYIx/EjtxnAdtqgZQ6e0y1BzZfY4MMW2rKBhdnJ4eb5fAnhOzNjQSLY3loE3Xsk3WDnb83w+Hg6E/kk3irgaeUVW1e19vUhTlCkVRVimKskoNh/9NXTNhwoSJIwr7tV5C7ppJePRSQRMmTJj4EOOArzHT7w2XLpswYcLEB4nDyaC/DSzK8/wngTmKolyNcJ42RVEGVFW9KftNqqo+CDwIoExrUiO42cRkGmglSDmLWUQlXcRxsnrFCRQ1hrBY0xKXdeVeeOAoiYq6FyFAqxEWLQ+ud97HfJYymxW00sBsVrCC2bwemM0EXxe+U9dIXYXqJEqM4JZyBjsKhZ34bXMm9qsaeGh4+2HKCGoMdy9etlFJ97ZqsKYZGHSRLrCSxEZkpxaNFSRTy70HjJtDY4a3DdBODZu4Dgsp4jipIIB79nNGnXtk0E1f+zi5UR4hU/u7TPt9jPZ4Wf72XQwwh1foopI6NmEnSQKbtl/ldM0M0tFfS7ysRJjLHWTq8yu1x3ZgR7FWU5wLS0Fa2G182EkYNfqBZAV9nePks2sxIr0Ia/3fgTC5dAPbIfpc3v6v/fHx7LrOTS3t+LwBAl4f3dXVUG2V9o4CBo6C1mNkO52IgqEIqXtMAXu9edURlXQxj5eNOqEIJSS1Gp+kdq9SVzWksRB1uog6XUR88lwo6aGv28vYCUHy2Xp5CLOaJkJ46GQSYTyEgp4chttqTZNKWTIsd0TJ1OjvkPGvO2kTy4axceAgzqt3fQpu2YmYEzwCVJOknSS1CNPdLuM7Qs0ngOfHTshzl/dKHuCOL91J+V112NhDfNBBuPN66WOEzHzUf4ay3HEytel5UEM7RReHaGYl8QIn0WIXwXovkXq3qEYGnCT32GHAnhkTvW39cQ9Dif8PAge1XkLummlralCz74J/Tw0D19H562oWs4jeu6pEtXET0NoCM/xwNrJ+dQlzu1VpgTP8UvqahXL1EiJ0GCxTFBdRBuilnDU0Ehl0y3e+Rvv5F8KCLtUe5wLVfri3RZi89iEM4XcSOUyIjaQRpRfEi80dJTm3GP6otT2AHL8IULkQvAtlG/e2QFPxsO9twY4bCbCYi3iU+5lDTIsnbKWB3rYqqFXhy4qU5LqR5eVFYNFRsMwva9rx0Gdv0VjkIQfibBmT29QebvvreVR/ppMAFXRSDYutEgv5xwmiLoojfikuYKNf1p7jte0+kY85fQ3mztcYjhh2bWw2MZnuv9ZKW7difO9Zq7W9R/MYsQJ2v6z1N7WQT7USw8lXFV/WMx7tUZPLzDtL/kzlU7zMB34lv/7ID1/Jsw+7oZNqNjGZOVqJ8LK3TpfjNwYCjT7czgjxv5XI+5/dCeNL5bxoBVa9AzuOybNtwR2KjRrVxgvKGi5UfVyl6K+0w4t+bI39NJauxUuQLclqeFWRubkB2ARE9wK9sOax4Y23t7Bhsx9ughefWMVCNcalSh0QgXvOgk9BxcwtNNBKDz6SbxTD84i6owPY1Q8sG9lf4Bw/TGyBSdpc2JeqaLSouV3i4ra//1uPcByya0x70zQ1jYXKgi6CeLFr9eIHisbitQSoADK1t0MZuNFGiaWx0h6sZJK302AMi4ga7GcCO9FkEdhGF/v15s5mZpeu0CJTBbtwGwxleUGvUVM/GuisYTYLrbeVxsr6d5ugW8HRuAvbmAROW1xTHOzfvkQG3dQUdBDUWHOALclq3DaJVps2+590JStx2QZGNT4BfDnsst7GwbK3Edy4bZEcpjyJ3fAtsJHIGfOR1BdDVZJD31NJF714jRp0/fw6tMZ9tDXoOiykcqqrsxn6g1EcZMfB/Ttr0A9H2/tbg344GfSXALuiKFfoTyiKMh34haqqVaqqVgM3Ao/ku9g0YcKEiY8QzPXShAkTJvYf5pppwoSJ/7M4bAy6qqqqoijnAD9UFOUbCE/VCXx1f9vQDTzsteO5mp+RxkIrDaSx0MRqno+dBkDd7HU4tTs0sSucRK5w0xvwQpcdvoUwLCmY+sU1bLhh+HbCeAjgI4mNLiqJ4KZzsBrbmATd26qZWNVOGA8W0gSD5Qz2FWZqXENkGO4J+fejlQZ6KcdGUmOJk5xa9Yyw5rjZhZtQsILBfxUK26O3uZuMu/VaDAPYoZjBWmxaDXESGzaSpLEQwU0QL+ECD4H6MJvdk6HTnum7znLv0LYxJX/7bcmpvGibTxeVpLDgYoA4DnbhFmf49hJRLrRr7WWz3F3a7xYgtSxv+z/nS4Qp43lOYwWz6Vk3ScbBrf2MQarNarQPpLPGvh1onwDLlzC8XlNw23U38TynMZdlxjFur6olUFVBJOnGbksSizkZmFwGk7Q2U1nbBmH+8zDok9nEGhpxEjcYdL0WXGfQk9iI4iKhPQ4Mutj1npvBsDaPusF9USQvg+4iyqMrLocTWhAaBmAKSXaSpBcpwN3J+9Eh9pud5GNjyggx9sYdJL9sJ76sGTY0w1TEXieNHMPuuZm6/6j2fLaaYwC6+CNCPw0fn7G37WAOy7GQIlJQQvjoTiK4ieIiFnOS3GPLsNy6E32E3Drx4U0Dcqd5YFUZy06aJ8cw4pLvfZhMfbnOzutzJvtRf88+rdcOPw7Fegm5xppNrOZ1NcInFUkZCFDBZiYT7Xfh+LKwFMlX7cRD3854IVyD+COkkdLtPKqdWMyJ3Sks96/UzTzAlTwWu4CB35XBx4HKBGNP3EE6ZZXjcYxdxBmLyLj3d2qNVTJMveAZFyKNhSR2AJYyn9fXzZOa9k+DbUI/RbUhYl4Hg1M1P4nqrLYtjOinATC424mdJNV0AnNYxlzW/vV4+b5PSeAoipGeayFZWyzrbwo4D5mTnydTCw2QGirtWEiBdzdprCzgaW77rIMf77iRwYcLYS4UXCCGB4N9hVIn3k6GqZ9LRqSit59nPUMjlj+r1rKcGtauO17amQYFY3czWGaX5It2rc1GRIFylPb5PWjsOYgJdja+QC8vcbfayhoaCeCjFy+BmI+BzrIME9wNdDpgy+cQ6rkfOQhHwfV+uK8FlucdfrbXenjx3QVwpcLyv58kjN2TGOeigVVlPHz2l7Jc4O+HhyYia5zOZviFZd4yfHy+oUIbbVSos3lUWcHNappVNPHCirPgb5B8qJg3P34SnIN4DfwGxGo9jtD0cWCkVAc/jnG7mP3XFUATK2ngVnUtP05eS99DwLegp3sSPb+bJP3/Shz4uXYgHMBfZR/+OULzT7TAi374AzKHK7zQ40ca+8cIHzpA/N4v6pMUEDkBesrJ9SH4cOBQXmPqJnHZzN5oWL4AFaSx4iJqKA3F/TsiarqYG68zOKq2ncSo9XYYTvBRXKSzLuGdxCizhUZdw11T2kEb9YbXE0AJEWI4SWCnY2cNyWXF2Ob2YxuTxOmMYSO53wyjiyhxnKRSFnTyUGeKLaSYevRausZV4nJGD4g511FeIF4c2fXUPluPwQ5HcVFmC4+a8RZH+xKjXzqTPVo/AR3OPMpDDyHt+FqGMdojbev9+tDJJKP+O5vB7R0sz2m/vKB3VC7r2XMymyV3EzG2lcZqHPMDxUh184eTPT9c2N8a9MMpcUdV1QDwuX28/jDw8D5eXwIsKWyacnlebbQJEyZM/B/Bwa6X2nuMaMpD2jkTJkyYOMJwqK4x7U3TzPXShAkTRxQ+CJO4/YaiKAsVRXkw3TfwQXfFhAkTJo54ZNbMQ5CXbMKECRP/h6Gvl4PmemnChIkjDIeVQT9Y6Hc3fU0Vl4fxkMBOAB8BfCI5t6ZIp6yGXBYkaiLa74KIJnPdgWEON5K5xSYm82V+whyWs4ZGvPRyXMFKrKVpAqU+Etjo2SnGGYPLCkUq+CwS+fU6ItN8A5EG58ECniGCG6cWKWMjCUAcByHKCOPB5+0hcGoFW6fUijxRl/lGkN+nMaKEvp1aohTRySRiOHATIY2MSxiPyP077SKT36K1uZscEzF6EIViHvza9kUilLCWRpYzh5XB4xh8W5Nnu7WfCYgpX0r7yZYU70Bm2n1zySfTm59+kYjFjYU0XoK0T69l0/Q6QCRWgCEVT2nS11jSITFinYUif150FdxGXqHFCmbzets83PXyYge1dO6sJvlOcSZiaw8iNV2GiOQGEG8kN2LqNDn/2FQQ4KsvPQCnaE9Y0cyT3kLkkluBmWQcofJj64nfzvu8mwjls7cR2nGjGBMuRY5TNWJ/o49xdqlCFJmj+rc7Be38Ffhe3v6faXuGqM3F8yeeRtJbjGPqLnzFAVJYiCTd9HV7xdRtBxmJexEZtekeeGbnAvLp0BPY6ds4jmXT5mIpSBPtd2Xi/rIl5tky9EjWj/56bf5x66AGboLe13+T/w37i7P9B/f5IwT6mmmd9fHLz1Dm8n21F4AuKolSRAoLnuIwkZib+IBTPjQmCUV2MRNzYCRjXaqW8avZw7fR6FxDEC+fVxq5UPWJnHNMgoG5yHcnYadvxziRx0eQY92JfBW6yRhqQpaUO4O6gs10UcmnlTnGc47qXcRPL4EIJCPFJO3aC33IvOxEJN17tf7r7b89vP1Tjn6GlTRzFzcDXSIJnYLIt9+zE6+wS4Rmn9buRkSi7yAjQS/SW7trSOszsTt2sYy5NLCOqepZdPYniX9S1qnBdKF8tlPb941kvrd70Qzd2MeZuZyiCRKNuFl5gllqtfRnQNoaHFMobwshY70Ww3zNKFcYAL7ph0+jlc5k47dsYzaPKV1aJztH6Mf1iOS8k0zpzVbgHxDVvkv5kylZzhxYpsDSFv7yMz9c0wIXzssY/dnJGBYa2JrbSGrkrn1XgQq1iR7lEQDuUixIXtoamOeHl9+CPywRg0QDlwLFSCeWaNs7HYnRzsZK4t3NtNXXa+2v4g5swAPQ4Jd1ygt8XB9XP/A15GD8KtPMQyNEp33TD6e0SMzaOOSn552Rd3Y0uKAFFL/MhzjkfOk/Yshm0CV8yo6F9H4ZOOVDGitlhOgarMRWIEVuuszaToJ6ZxsR3KOSREdwU06QOE5Dap3GYpTXhQc9bP7jdApO2Y3TFcc+JmH0YX+QxIaPACHKDNnwumADtd4OLKSoLu2k/YQa3KWRA5K264jiYjKbcNhihhRal3Lrr9c620ct0Y/gpoYOw6QPyIkv6+33UlncNWo5egwnPdsqmVglNVkWTdp+sCZxMZxYSFNNp2FwF6bMMIerLOjKGZP3M4nL91oaK9FkkTEXsyXi2ZL2NFY6+6spLx5h8d4H9DmpGz2ntDZl/2SuRGJuBrrLqKjbYsT3gcw9wPjfKN/cyt6vbNn8wZYYfBA4EkziDhr63c1E3wj26yZMmDBhwoC+Zqp9/R90V0yYMGHiiIbJoJswYeJIhaKq6gfdh/dFTZNbbVr1I2rpYA2NJLHjQowkYjgIUyZmNjvLSQ44occqN5zfRm6IW+XH8cNdxMf+eEjrtfxQfYUefFQQIEwZFtISq4aTGA568LELNz34COKl591q2KEISxFHmPoQctf/48PvjF+tumij3mB/ncS0vjvppdyI2qJbEcZDZ1R0NlE3Xvsf8kaz/EVdSRwnm5jMSppZSyO9m6uE1XcjzLYFYYJ1phKt77u1toPatn4zvP2BPbcTtbtYywxW0kwrDXRSTQAfbiI4iZHGQgK79mgjjZX4oEPM0IKFYkrzQyA+vP3X1SeJ4GYpp7CWGXRSzZZgNQBOl9zVN4zEUhbYY82YibUj7FYH8MRfybA5Ohxw7ddlXHXTIiMtLIiYG21FGG8X0Dusf4DE0nQN7/uDagd+Wgjv9OAujZBI2jLRXiG7zMMdiIlep/ahFMJe6DcJI4gC4Q/55w6ISmL14CzCy8bDlAQTfF04kTvRkX438R0lGSY9ToZB17dRS965ebOaZgWz6aKSju8eK6RYI3AsMl+6tX6nyJgLDoBxQ9ei9f968rBxcJsa57bSe2BXC3A+YmjXygFn/NyoxXLla/+ie+B3QM5S1qn9xIE337d5W/h6kp77Rnj1ttWqqn7ANnIHBkfTVHXxqvHMZgWLWcQVSs37f+gAcbY6mSeVEdz7DgGmqQtYrzxzWNou2HEjg+PuPSxtA3jSlxG2PPT+bzxgnAD/bz4TzmqnW/n9YWgfZqnzWa0sPYBPNDB83UWLoMu/Zt7JzWwNTKLAksLuSOY5L4O4uA01sdPwU415z4PPqdV0UYWPAGks+AiwjgYiuLFq593woEfOTQm7nE92IacDPWptB3LO6Bm+jQnqBVSzhSq6CFFGLe28gqg90liJ4qI7UAl7bJDSIi+7s9pei6z/r+fvf8GOGxl8sRBOTMF6q6imliPXM3sYss51k3FZ7GSY0iAf3vDL2l6GGJ8uBV7VPm60vRdZq3VZShCRe+wPPnzrpb1pmlq96jFcROmiUjMpE4bvQJhiF1F68VJOkKTGJermWXGc9D5WBdNEEWQbk8BuS+43G60zhdlxU/r1pG5W1rWzEpc7iqMgfsAMdxwnvW9VUTFzi8G69+z0UVEaAGRu69d6o2Es7SSJ4TTGw06CjnXHMnG6zKtwrAyXMzoqAzEd2WMDMDDowl0QASSGzVMQHnX/01hJYxlmYKfvz2hhJ8nm66Zju63fGGsdTuLDYvm2vjuZiUcPP++GY2U4nbGcuav3V2e1w3hwEDNUF0COaVscJ73vVuKpDuAoyChq0lhIDtqwFKRHnK+6KaJukpiv/RIiFBGlB99Bsd7ZkXQfRgw1ytuqTM27Zh7RDLoJEyZMmDBhwoQJEyZMmDDxUcERXYOuR2CMr7XhJkINHTiI5dzJi+E0aq2DpV7CpR62jKumr2QcHIMwiruAPqgpbmf9sK2008p02qjHR8CoAdEjIaK4COKV2onOMrlhvRGJJEqQy3SPUKe8gGc4haV0UMsqZtHKdImsWF8sn3NrP0VI3NMehtdyRxixDG2elkdTTSduIlSzhc11k+mqkzvButpAj/1Ka/fYEtiJDzqIRlwkdxTDCIRSm72eCG7aqGczdXRSTXuyhr5QCeExHhxFcidLr2lN7rELezCgZGqjTwTuzrcDVj75xTXwKMLcrtoA/AlhWx9D7AFLgXKkuG+EqJmFfvKyOEyl6J4QTmcMBzHjLnQcJ6Ggh8GwF3YcAxvnC8vdjZCubu3HhbAdRcAtw1tPYmMym0iUyp3shM1GvNRJAhsRXwm9E8pJdhcLQ95J5rjq37w4Mo8+jUTrDIGHMM9zGl1UEv7deFEifNpOd20tjEWI6L3aY4hMZJNex5rK+hsXMFzKt+zx0+G8vcD9oFybqa9NAXFdIuLRGtygddqBMCxxoB/OOTfP2Es0BvcCt2l1qVYg1AzRfm0D75Cpz3fk7R+A7Zv9JPPMzzgOLn3kp7Q+0oDuU5HGInGIndVC/ITOkDmYrUyJIuOufceOK/07r+bd8ocL+prprB3Hp5XzgDnv95EDxqVqGb9SQoeNPdfbP1zs+RWqmweVw8eeC/N/qNhzWQczeI2i+Y2HkD0fylJfTzkHwp7DiGqYVAuydu/MeTqAjxNYQZkvTFt//QjsOYzInoOw52V+CA1nof+kdHKt2ksCG6tp4kllE6eqcSbRiYW0+NQUuAh5PcRxGvGX4VgZAxPKMtF/z3YP326Tn3qewkeAGA6iuPiZEuWz6mbsJIz65YDPZ7Qdx0lomoe+CeOkbQ8wA/GvyQOft4fuE6s5rmoFXVWV9EyYJGx3NRm/DpA1LDgBunRzGt37ZBnsgz0tagjhdkbwEmRT9WQG3GWy5r8DRlnonqNghxc6vRqr3o+cxPS1eiL7xdYf4ciOWYvgZvNL08ENBeN34yqJYrclseRhTUfC+nebqDu6lTBlANhIGPXEDmJ4zttOYo99VFFiCex0r6ulYvoW4oMOigqixJIOnDa5/kphobK0y/j9QOEiimvm28RwGs8lQ8UkS8NSD50sIkoRZbbwAbcNUmPeyBreHGzGURAnhYWi2pBRO+12SuhwHOeoGfoo9pwxtRRI2zGcRCMuPKWj67uOYLCcSq+Msc7WhykjlnTgtkVyYu/299jGcDLtx/805gxgMNwxHCSx4SBltF1zdBsxnAYDm8Yq/5/cWIb9J9tJYyG8drxcF6aRtWNMipqqTUbtdgS38flsJtdNhJqjO7RrqUyNtIUUtoJ9Kxv06DA7CdJD6sV1Nn1Lspr4gHOYUuBA4SE8qii4IwX/J2rQVVVdoqrqFa6xHy4DABMmTJj4IKCvmdaxhR90V0yYMGHiiIa+XhaMHb1E2YQJEyYOB47of9B1A49oX/r932zChAkTH3Hoa2aqb/f7v9mECRMmPsIwTeJMmDBxpOKIlrjrERhHN5VcvpYZRHDTRRV2TS6UxmpEBkQoEZO47mKRp3WTiSrTJK3rmz4BDJdNLmIxSWzsws2bNLOGGaymid62KpEl6xE1bkQu0ojEnmXFTDGAGJXlwZz0ciypFB32DjyEqaSLrtJKOk6qJYSHEiI4tIiTOA7DCEQ3XIvjlHiqe0vytt9ODXGctFHPJurYzGTaqaV7WzUF9gSukihWa5rEHjvJPTZSey0Mpq0ZGXoEiVnrytf6fI7b7BcDvDOBB4BoC5SdAKEWkvhJshOR1Z2AyDF1OXorhqz6m35EfjcUn+PWX9+C69dRnuc0OqkmxbkksRIM3shgX2HGwGcH0DlXjm231nxoJ/BXLYbrWuD+Ie2fTrPzBYAcqX8MJ2Gvh6jXRajWQ1/ZOJEe6pJxB5myAytippMHIcpY9u5pYgZkVWU8B5C5oZu2vYOMcZCMpN2OyI+0iKSab7890vThzctPklgexQ/qTvh7aZYaPAhWL6T6EWe4Tm3sdcejUtnIifPJJx8P4IPngc8fBeuvlVKEMWTMBFMOiE+QvkaBxHTZhwiZ58KIoVEexHDy1S/ew9ovNhLCY5ipGPFtnc3wXnPGaFGXoWfHrgFzS5/ihRHGZw6vYCdBEK8Rxdfr9RL0egn3e4iH3GLqmC1xH9Da145H+sheCvcb+pr5saaqyw/aQuWbfrh7uIQ4QAWz1MYDNBLbf4TxcKJax6vKisPSfi9e+OZX8u4bAIv8sHiE14bheiDXXHA+L7L+j344b3/b2Bc8w5453/l7Hhzp7fvb96v88PMWJFosG/cRp5mLVS+P7TwfizW9Dwm6jp35n95+E4y/Z9jTa2nk+f7TiC8tycTsfd6f1yRzn7gcuHv402eoDTxFPUnseAnyObWa1dSwenAWtoIkFtLEBx2E28fLB3TD0R1IiVA7w9PVdKxq4YV1fhzVEkXZoSzmc2o1Lw5KjKQuoe/d5oMBa+Y88B4Zg7g3yGt4qaP7sVpYD29+abZEruqfeV1ry0A/MvYbtL+3sz/mmwOLyxhwl9E9rQY2KtL2G8j51FjG+5FzSLv2ZHBI2x9+eTtk1ktbU8PlDmKMPXEHfd1e7I6kJm9PH5gUPaUQHvRgK0gaMtZsCbGtIEm5s9c4Tx0ILKSYNf01QngMuXHfqnHYZydxECOJnYFBm2GKdqCwkMZNxOiXlTRjq3cYcuXRStt1uIiylhkUFUSxkiaBHZ8zkClV7XfjLB79WSuCOye6S98miMy6obSVDmpGbU5mIcUkbycgJQROYsbx7emuxnl0bkyhbtCmf3YkpDXz6OzIOV2CHsdJ7+NVTDx3o9FGxyvHMvGkjGGjhRQeZ4jKn3UZsu+imRuN0gF5T5rwoAdLQRoHsRzZeTaiuOjqr8RTHD5gk8HkoA1bQYIE9px97opV4nHKwlVp68JZGjdKiUcL3ezu34GhxoOHAno5wPvhQ8Ggx/r2ftBdMWHChIkjHployo9eprEJEyZMHAgyDLoZS2nChIkjC0c0baTf3fQ1VVzegp8oLlYzizXMoJNJbArWMfivwkxslVt7rEaYbv2mh262NtwhDoDZ6RU4dycJFnsoI0w5vXRRSVd9JZ311dhI4GIAi2bUkMRmRDXof8dw0vPjSXnb32SpAwtsZjJtTKWNenrwEcBHKOih1+HFqRmtJfbYSacspFMWYboTdrkTH0FY4zw4btsaiWN5FfglEPo9WE8HYDBlpY/3gN8iDPd45K74Ou3TpRjRYg3+4Y1XnMAddTfibIvTSgMr/nc2aRaRoJ1o8kr6dqQgUg2Ri4WFD/oz0WLdn5Gb+yFEccBnGGbkVnsMDbTiI0AAHx5Cxt3VgNdH1FtEHCeRQTfhHWXQaRemvxOYArxRCmsWyu/D2HPgsqPopJqOtmPxTNlONCJ3KJN77NBul7mxUfuJoO0DGiMPxs3WS/KP/VoasbmjWRFdC4El2u/lwFRGNLbLQg0z8jLoAXwwDwj7ha3+WKnMbZ2lT3mF8U8Ua89NlecjpbLt94A0eM7bTviC4e13Us03ft1CEC9pLFTSZahTxFTQZsTFJLEbRoMxHMRxivkKLnwEeDGPgiGNhdmsMBjuiJbPFrW5CB/tIXC0j8hOt5gU6oqDiLZ/utpgD9pd/JkMVWEsZT5RXCxlPoGYj1hU7goPBgtlDurMWDfD4wv1dSEFq2+bBbzyvsfpSIe+Zo5rGn/5FaqFejZwqVI3usbuboF5fng5l+1LY8VG0vj7QtVHO7V0Uk3PuknwLeT704Ssx5CZryBjvgO4owUc/mHRi/pcA4krO6Vgqaz3yTr67hsHPwJuRJYy+UDGOEs/pq8jTHKeeEQbCYM9/6pqZxN1dFDL5pXThRAH+K1fzo6GkkT72YvMqQ7giRaGsufgx8J34L/lr2tVp0RT9jcQX1wiholfImPcuCerXd10dAfwZzSTtaFr2s1Ys547Q21gM5PpaDsW/Iiy5qdZfY+TUepEkLXzbTT2HOS8kAsHMR5Wgpl9m+8XL7l2ZPmeqvW/B2GFV2nboRv4VaahPOw5wJPKJj6rpkl/xkIAH7EvLiDJOhKPnUsSO7Gkg76N40SUtVj7UASZQyEgqhmJjqCAeHOwmcqCLroGK1lreZ61AHTCi9r5TVfQrEHW0gSaeSWaSgsx7XzUO7zx+X4+Of1lIrjZsGIGC9U2/qS0wW/Hi9qqCBnr3wGFgH5JoEeCRrRt9uTtOtzqx/HpXcRPdMHfrHLN8p7W3wbtPbpqKVoMkWJIVSNjPx5huTsRZj0/61Nw2m4GOwrhSUXOz51avz+BzMPdSLs7ikE9Rmt7O3Jh9Q6ZKNJyRowl/ZBAXy/HNB17uZU0tbYOAkfHRx31NbVujWbqFTPM4fT4qaRmYDoa9lxHAF9OmxRhrMUuoiQKbAZre6DbCA96iBS4DSMx/fOiOrTT2+/GUxwW49dRIIqLnrZJ1NWvI4ENCynDKMtNhPriNgL49ss8Kx/cRNi8eToT6zLscjDmxe2MsCVYzYa3Z1B+8jZjfEZzjLPZYV1ZsPWFKdSdKvtkHcXY6/3ojE3C7YwY/1no+1R+bjAnxm3WSaKiGIqhcWzZfUhgx10QMUwss9nzbIbYSQxfcYAI7gOeP3osm5MY4UEPRQWiXqh3thmMeS9eEkkbblvkgNoeimyTuMPBcGe3qyslDiX+T5jEmTBhwoQJEyZMmDBhwoQJEx8VHNEMuh6BMalW4fT3drDrYw68BKmkiy1UU+9to+vUSiK4cRHNidHS2T79LlASO5vfbci7nQ5LDZbiNEHKjSixbVQKy93vA8BVnKnfTSRtpFPW3HruAbuwsHlw3LvroF0RpkGvb+t5DfgNUE6cy4ijIpRBXHsTCB2i36WOwxl5GG6mcGnVAzRUraNzwSSW3TWXGA2keduo64mHJsKAP8MQ7JgKoYVyM1y/4d4DNDM8qex0qKcNHz3YSRDDgZ0kaSzssrkJV5URq5K4GaOuuFvJMJbTEBZgDAg1PQSfhyUspI5NLOUUoriMu8Nb26ZIn3X2J6T1tRupy4to/eZZOPFi4AsMY4RqoePyYwEIN4yXz1m0dlYjzHs3wiwpgPoO4IXW7NrMfphXTD7GwEeA40pX8uqtfngSYTqKZsqjfgOyfS5CVfxp+P5rkLvSwxniTqq59fxbCJ5fbtRUFiE1XDGchk9BPpY7qcUHJbAzgzX8jJuBu3LadxBjFqsJUIGdJD4CRj1b9l3/BHbiOIx2YzhzWPQg5aCUapE8GbzCHKK4WEkzAXz07iyXutYBJ+ywy3EIDfnpQVi/CFrUG6y4aTbyfcmFiyg/O+Zr2ldmGdLgUchc23/jn+Sem/b7vUcyMjFrXr6vpLlBnUomO0nDtX64KUGFL2DUzCYHbST2CDugK3iSnvsyNcJZqKeNXsqNlKhHlQD88XIcZ+yiwLsb68Np3KURg9lJYjPWTL39RNzG4B0MY88BaunArn02bHlIvjX/+gK2Cf1wYYKia6NGTFF220a/B5xwulXY167h7buJaFFoz/BDJQG0wurPQEUKFqfxjAthK5A1LhZz5iqadjshovl25EsBc4hSauzuHfTZ4X4lBs+fBFNSMFfFdnYUlzuKpSBttJ2I2zKeIBElE0t5Tb4jfBdBatHn9rNKK7yh9f1OK0UTQtjHJHL9RhJ22GMVL48w2nnKDzfkY6D9uPgtJ6qzqaKLIqJ08Vc6qKWrv5J4d0nmqqEdWU+9yHgcNQHG+WXNz9u2hv/n5zQuIomN5zkNF1HK6TXWlaTNxrbplbya+hQ8jLDZhUAfMjarpuZP1NQwp2A5LqJ4CsK41VrSWFjBbBLJHbhsA9p5zEn0bFdm/PsKc9egCPDoXcMbX9rCSQiT6ZsdYInSxqnqDFYmd2C3JY05H5nrJp2yyDo3YM9t+z1ghh9OyzNGd7Qw5/YZxIoddFxdS0/bpIwnh6780R/14xlBotZ2T4DIdO2cuJO8ijLgJO9yIl4362oaGNxemGkvro3xABklWQTomQCRCdo5eL72wi+Q2LUPN4Our5eW2ipiOAklPTht8QxDfYDwEWATkwklPXhtEvUXiPnwOEO4iBoKMv06dTSwksZGggQ2impDRGJu3M4IwaQbpy2eU3t8IKgoCBheLLqKscwWNtjcycWb6KJy1P12EyFdv41gstz4Hna0HcvE+o107KxhwxszGDt/B06bMLEHHkNn47i6VwjjMfrodQr7XOYN07u9kPSgBVtB8n1ayo8kdqIxl1FPHcWFgxhTT11j1IyPdmwS2Kh2bjGY8jJC7NLmSluw3oh2g4yKYij2NVY6Kx/BjYNYzvy2Z/U7gZ32ZM2oGG59+1FcpFIW9K/PquAso/9uIthsiRxFALBfczZ7bLNr0A8Hww2ZcdHH7FBif9s8ohl0PQKjeKzyQXfFhAkTJo546GvmUWbMmgkTJkzsE5mYtaFmiSZMmDDxweKI/gddN/Do71Pf/80mTJgw8RGHvmbuNWPWTJgwYWKfME3iTJgwcaTiiJa46wYeU5oKL3/7YxVEcNNGPW3Us4Vqw2gt2u/CNiZhSGPSWEgPWkilLCQ107XUXgt05mfi5yVfom/VOJGffQuRd4VAokbiwF7i9CBavqXAfyBS5CgiJdMcky/LJ0GHK47+MfVHtxE+tYyXmUuYMtK4SLOIyKCbXe8lGdxdAgOfyRhbhRDZdZCMBH18vtbjzOEV6mnDSy/hLPOIGE4ixW4ixW4S2IhQQiTmZmCHR2KnuhCJezsie8znmTEXljGPajpZxlzWMMOQakX6RcaXDGnRdm5Evh/Sfv8zYmyz/DUK/tzIYKV3eJSbG1Ywm0ffuhxbdb+0tQOR2XVqbe1BZOgp5DWL9rtX39bFeKZsJ0weU58G2b/yX24jPWghNuAk3l4in9uFVBFEtJ+NwN5jpO9pbTtHAWOL4WWQSKJcSd8iFnMtP+a+26/nwfO+Ql39OjyEDXlMGqsYCgXqodOfMYHq1PaxVbbRxRsYmWJZsJGgkTUSDQWUEzSiQ/LJ0HVjtzhOQ5YewymSqIajhklDffTwDAsMyZCXXpzEjDKRfOZw+vMDuDSpu5OLeIRn1fy60/un/w+0xoHvIaaEeqnACPFMeRCP3EI+yfq5PM6y9tPFuGrDXETmHkW+LDOR7+ZfkQnjQL67f2IkA6UPO/Q1s6LJd/kf1BX8pzJ7+Jvub4FuPz33Vks8YPZQDB2WNUNluLW0GWY0WV/m81r0VZAk0PsPf+bsMoD8niJjXhYZeR/aqNckcJsyT368xbClG/ipn4HGsowhXHa/tdjC3DiqXHRRyXRacz1DZ2X2M/y0X0pydGM4sn7X+75lhMbjLYQ4idm2FTyrP5clZU5+30+4sTjTXvaY6G3vYERDU4AOalio2liitMkTx2faH3jaz4A+1tnGdtkGdBvRDO7yoQUvTiKU8BqzcRIngpuegA+67GKOF9H6/A6ZqpIQ7EtWnYPF0HpWAzGcOLS1Zi2NOeUzgWSF9HMNkjT3MTLnxlYt1WWSH7bkL2FYynzSWOhRHgGgYMdCBrcX0qfPSXcKW1GMZGexnFsiZMqoIoxoyEqtn9f4O2HK6IpVcqEa4FFlDfzrLFlqHMAYKBi7m8FwYW4Jj76NHmDuCO1/389atpFI2sQor53MfNZl7u8h0nb9vNiDGLvFQY5BtpHbcKxJNhIfcDK4qTDz2R3I+VDvox57qf8dBbkeatU2eq32mC869cODbJM4NxEie9y4bZFhcV37i1YacBGlzBYiiBcbCdzOCGmsBJNu4gNOPKVhkqOU5MaSDpy2mGGimdxjo7F0LWE8VNq6COMZtdw3TBk9KydR0/y2YYbW8cqxzDrpNdr669n8xnRsTf24SyMHHj8H9A6WE424qCgNACKnto3rJ44Td2mE3upiknvsOG3xA24b5HrozVdOYsJJUiJqISXXqoNuigqilM/cdlBSZTcRnE75/FC5tYvoqOXtgBghJ92GtLw9VovHGSKYLGe2dwVdVBrvHcnc7v3M0iykDXO17Jgv4/oQkXW7bbuI48zZn/2RoNexiTbq5fo0awrO8y6jnRpjW/kixvZn7LL3L9sk7nBI0EHmp4UUPgJGucGhQnb/94UPBYM+0De6xdKECRMmPkrQ18w9faNz2jVhwoSJjwoyDPr++5WYMGHCxL8Diqoe+fLxsqaJanj19+CMc+ENJO0jov3s0g1LxgOfI2MQpZuFTdGe66do96cZKPzpkNan8FV1C7WaMdsKZrNOyzPRmclgzEss6sg1CNLvuu/I+jkWuHfoHf2F/Er9PvW0EcHNEhZqcQhizhTBzS7chtmWzkzHQ25hufWIqI0Iq7J8ePsnqmEu4DFW0cRj/efTUNxKa38DrmIxUgoGyyWObgKZuLnnEDOfAcTo59mV8NNmuGZI+y/6OfHkv7M2NoPkHhuOohh9oRJhU8IIQ6Mb3+gmPjqrpY+PBab+cw0bimdAdEj7b/i5u/l6VjCbCgL04hXDOdyE8DAw6GLXe25hI/RjHkXu+g9kfibetZGtb03JYcIAbOHreat0Jse+JyFm/aU2uiyVdFBDDKfBFvfipZ0aIpTgZldOrB7IncVvKh8Htua0/556L+7+AR4qvpirtv2Ss6sWU07QMLlKYyGGk1YaCOIlPugg3OkTNYc+9kDNt9+mQ/nnsPavUN0GU+0khpsILqJGXMZI5nC6gZyYxNlo5k1+9bFrIJQ7Pj9UA3z1hQfgtH4oKxYmuhthEDfsBcdREN8LrqMgGgTFC+rDCK11HEIRbedh9XEuVs4Y1v+fqF18ecVDcBnyVdwIbAgitN6E3LnAO9pjNaJUOQrD1WrrLTDxTobidfVJ/mPnP0i+qsXM7dDGtBNhlI5C2L44wv7tagGu1Qzt9iIM0D+YpZ7AamXpsPYFt61WVbVphBePSCiKT4UrD6KF6xkeISb4nFrNn5TOg2h73zhVncELyprD1v5U9Sw2KE8dptYvJSdq7Eht/xI//GYfRm6HAvf44aaf835GYnXqOWy+erp8/Y9CvrsbAA5z/94P1/vhvuF9OEVt4kVl1b+xI6cja+J24FkOTv2TLxrtZmTQl+Z5bQRM8sOWd4DH8rz44Vsvj2qarh710j+IDzip84lyZzRMdBlhQnhIYzXMq1xEiePEQzhHiXagSGOlmi304CMY8+JxhhgYdOEoiMt1xT/HYzsmw3DDgRmtpbEygzWsogkbCaykjQjVAD56362koDBGmTeMjeQBM9wlRNjUP5nG4rUEqNDM7pKGei+JHQ+hYQZi+wv9mmvocdMN+XSF6WiZ7t5+LxZrGvuYhBEpZiE1akNBvW8xnFTShY8Aa2jMmTtO4mwK1uWYxI0WVtKGmsBJ3JiD2b+D/N8zmgi6cKwMjzNEHGeOomDr5ilG9J1+PX2wsWgDgy4jxs1FdNRzZl/Q501vv5fy4jwG16NsT48wzmb9typT866ZHwoGPdkXf/83mzBhwsRHHPqamb9exYQJEyZM6NDXS9WsQTdhwsQRhsPKoCuKMg74IfAJhPsMAt9FqJkC5H75/aqq/mJf7Uxo8qpfW7UIDyFW08Qqmohrd3wS2IniIposIrrLlctyR8jEfQ3A2Ht30Gd/YEjr5/Cgei8NtGInwfOcxiYmYyNh3OkI4s2JlIrgJrzTQzLiEpY7hNSK/YQ8NXEz+Zy6kxmsJYCP38QuAaDS2YWLKEHKpV44aRNmOmQXBvANhIkeJ30nDiwE/nNo++Vcqw6wmEUGKx9LOujbUQYD1kwsS3YdXJRMTaL+OlD+0jZ6ldwoK0ffdXy7+HZaaaCCAGHKiOA2WG79MbLTLeMxoGTazNrOidf9nVdXfApOyGVUJqgX0HX3MXJjfzdS5u0BxiLlymMhNRaixVI3E8WViePRYsRiOHETYTGL+FXBNaBmxqhRPY01//qkMDJWZDuTYEtlhXGHEiBIOZuZTBAvHkKUZBXJprDgJM4ZyssMZXX29t3GU8VnsISzePi6L1Fwy24qvV1GzU4KC3aSbG6bLiTFHoQp2qqN0XoZp1vfuYU76u+EDbnt/0Tt4iEuY+3Jx8PL3fDNCfKN2gu4gF2/B8cFMj8UQH0IYbanA0uQosg4P1H/H19WvsXQGLpX1SWcGHgN1msxgacj6grdB0D//ujHtAdI7dQGM6NWeUt9nJkz24bVLL+pLua4F1rl7WO0/dXj/bRSUmMe7tZeS+k35N5BdszLJ9UtvK68wlCo227j25U3s5hFbFg5AyoTou7YrY21rrbQayyP0vZpPZk65R64Y++N3KpcSv4ovH8PI3So1kuA6iaP+saqNBXK9Ye8n2erkwnh4Rp+xueVxvxv+r4f/ga8fOAs6BlqAyVEOJsn+ZwyK/+bfuSHr4yOYT1bncwsVjGd1vw1+vf44aZRsrcVfuhp4W5VYuZuUMqHv+dav/gAjAaKH1Rp/5uKe/jrB9N3AKsfUgfw+VrNV8NBbqTdPX64MAHj7xl9X94X+mKVi7+oK/ms0nwYt/tvwG/98IUW+KNfVoE4sl6tRM5l1UhdfiG553I9kvQ99n0c7/TDLS3wgF/W9T3INcwb2uvjkfNLdrxbXHtMALXAmpGiQ/99DPqhWjMdTfXq8at+QAI7ASpG3Z+tgUnU+TYRxUUai8GSDQy6CK8dD2OgqDqEyyns34HWWm9dN4WJ0zcaDGIk6abJtpo26gnv9JDaazEYbml//9t2EaUXL7GYE69TGMOOd+upOLrTuB52ER0V+w/Qs9OHoyhGco8dT3EYC6kcdtJLL11Ujoq9BWF+k4M2bAVJY1x1ll73znETyYlfPhA4idPMStbSmFOTrDP/+rayFYyAoWZIZ23TQtpQRF7GQ1ww8S8o96lUfGaLoV7Qrx3LCebUoI8WW5+awtSz1hDDkTPu2Wz0+9Wx7ws6g+7U/lMKaX5YTaxmFXIe16+3R6sg0fuWzZrr2z3U0LdXSdchGf/s/g9VLYzEoB82kzhFURQkKfa3qqqepz33ccSC65OqqiYURSkC1iuK8pSqqoHD1RcTJkyYOJJhrpcmTJgwsf8w10wTJkz8X8bhdHGfB+zNvnOpquq/hrzHzj5k9oqiLAQWemrHHp4emjBhwsSRgYNeLyGzZpbXFsFBuMqaMGHCxBGOQ3aNeVTtUD8UEyZMmPhgcTj/QZ8GrM73gqIolcDTiFDqf/Ld2VQU5QrgCgCSe5nDK7iIksZKDKchXxGJexERWwkxb0aGHsWViRR7T4EgIvsehmraqDfMO1bSzBoaAZHcbErW4bTF6WmbBO6ESNBDyMgtQ3yuFgNNiFfdaUPbn0ElD3Nn7BYs1hQuZ5RozMWmYB2DfYUiu91NxmRtD7kRQe8hoq0BmHrWGvHOyUEvN/Izwngop1f22+YmUuU2JOF6CUBfqAQG7Jlt6tJ5bftzeZk/MZFso6/m4pXcdMcPRRreh0jPPYgUfWzmJzEWokcXGWOvj6ce8+UhzG9mX8yDlV/JkUI2sxJWIafRRFa7HkTiXghWD5SMjVNSGIexvWAHtRCSYyDmzEjfywjJ57LGbxarSRwDdh+k7BAs9tBJNauYRRorbk3KHqCCVhoI4MNHgDLCAIapg3YoJfYnCwl7AT/jGl585Ey4fx2DD01na/wdRH75e+AEsE4XoV08n+TwWuB+GYffAUMUvY2sZe22JjFYO20C/JcKZUompu25C0TuiPZ36+naIAaBdYjm8XRmsRp+Wg3X5LbfFFvN3b6b+GboPhzH75LYvLOdsMeaKYvINkLcA4RK5fn1QLwaUl+nmu/CYhUtTcPAJ7as5+5Tr+fewRtJ7LGTnGIj2V2ckcxHyMgyQ2hmbg6tPGK68fwCfsLr3Msw46jfwe2T7uL2SXdBFYQqimjz1RvlC7pJXwQ3QcqJ4mJAmy8hPBI9iJv5vMitP7oXvpLnEP17cFDrpfY+Y83sbbe8r7x9bOJK+m4al9cIC4d/hPkKTypiovSqtk7mg+er2wnPHw8fz/NipR+6Ro7kelaRuL7Hhn4ZdGy9BYd7F/F8x6rBD637lmg/qWziSVxAHnk74LhqF/EGP5w5pJ39kX+/Jw955ecAb/ihhOG7XunPlYiPBK18Z6T2bZf3k7xpyJNT/cNKZ/i9n/PP/zWPKWciJy4NByJvBxEW6/iD9vh5v5xTDqu8HfLJ24HDK29f6Iclh8C8brV/mKFpDr6gvXZeC3R8G8YkYYdd4j+Xt8DZfokQ1eMAI8h5PYGsq2OAn+9j+7do7f8N+EUC9tjgn4pc04wB5iPzNF/be4A/fMAGfoJDdo2ZTqosazsd27h+XG6R++pSadh/qXiFL0ACG16Chhmcl16SBXaKpoQYCLmxWFNamwcmb09jZdr0f9Iz6CO8o4wiXxSrNc3KWDMeZ4iK0sAw6eyBoCtZics2QHqMxYiY8lQHCAbLqfR2UUYmOm40mF26ghU7Z5PcWIx7djsRSvAUh3ESJ4mNjsEaPAVhbVQO/OZypN/N7OIV2rleYmkjg27cBREms5nr+DE+AqxgNl1UEtLKNXVJegIbaaw5UnT99zQW7uabALRTQxSX0UcnsX2alOXblxQWEtgIUcZFwd/y339fzM/rLuEevpFj5hZMlrN5Rz0Tq9oPeDyGYuzpO4jgxkKa6uJOY55UFnQZkn3dcng0c2igtQx3c4QwHpxZBmh/eeUCJp4kJnGBZAXJPfZRma7ZtXmnmzrr5SONzjWHRIKeb3spLLza9ikm1m88ZO1aSRvGiO+HD8QkTlXVLlVVpyOL5xcURRkWYK2q6oOqqjapqtpU9LEx//5OmjBhwsQRgP1ZL7X3GWsmOP+9nTRhwoSJIwQHeo2pfMzz7++kCRMmTOwDh5NBfxtYtK83qKoaUBRlPTAH4aHzIo2FF5mPhzDLmMvLzMNJDAcx0lgzpm0DTkhZYI+SMUTTI8CCgDfP7rqKcRPhy5sfgqIEdb5N9PZ7ie8oYStTYAf07UHYw5Rd2tpNhqXdiNxxfhKOu/0V3hy2gWJu4S6szrRxRzXidBN1uoh7nYbRWgynxKtFXBlzN92gRTNxO43n2aCZBGWj6qZefl95KfQjTLRmrpbzUwi7PQXEfaIw0E3vsmO5ktj4U9PzsCrTfgOtGYZ7t7RjmLiNxTB1s48Fe+EAjB2AQmG5GQOJQkjYbUQsbnz0QBmQlRgxmU1wMcLOJ7T29f5r29ldXEDU7iKusfPZsWL62C1lPs+wAEKP54xNA+v4X+cN3PqLe4Ud+DTiPZZAGGALwkroY92KmK0VAV7ttTFwdtsfKXo1xEDhcZB1lMP2MrwE5fNTp0s0GfOBu7R37ITGr0nEV3w+EmWjYyLCco+nnCAF43czOCQGp7l/NedXPULbz+rZ1D+Z+LISOC8hSohu4GwyRm49QO0E6cveYgjeIkx7FKrZwolX/51XrxmPOLQJ7Kvg5ZPm8Y3pLYYSIVbqJIyHaJ2wzPr3wWDU40i787XHkANbIoGnOkCYUtlnHb+Dm3w/5KbmH0IaEsfApul1BCnXjmDSOI7CaLuJUEKcjDIihId5LJN0qUvJxQbgXaAK8EHZMQPMal5F2mrF1SdGOdGxMv8C+IhSZLSrbyuCW+74VvNB4pCtl/uLvu+MwJ4DxFsoVy+h95gqaD9wtiz85/Hk9Vpq8ou5VZdGIZf5h0T/5YuBGoJVVpmPQ3GVZnhl92fWsH0oAUZC/NU8bV/oh0fzvbsBWTQ0vB8DvQlZG4diAJjhzzJZvBm4C0r8WjTg/iH5XDFyWteYOZdf5vWOIe34wX1+BDkxDsez6jKeYQExnPzq3auh5vb8G/wDsl6OwzCw4w8teNKXEb4j3wf+A/jHfu8P+Bkxbu2bfrh7JUOZ9BfUpfi5nXm8TDlBygiziiZ+qBwA8/d5v6xvlw7ZtsaeL1TrmcNyLKTxEuS/VyyGEw5gnnUCt/rhjiGf+X9+rjjrRzyoRDLPPalAtV0+o39fH+qH+cW5Rm49ZM5lPQAzkRjJXOTEJC5pgfP8Ml2WkjG5XeyX72+KjMmsbrqZQOblXOCJD5RJP2RrZgGDOKpDDLxaBvNzM9EPjOW2EMdJb78XV3EUh8au2kjgcSZwV0WMCK0DhZ0EcZzYCpLM8q0ihAdLQZqBiAuPM4RdO5fqBmMHCpdtgO5AJRN8XYZCNTbgxHqUqAi6BispKohiJzkqlnvZW6dzxcwfkZ5tZRlzsZAiqV0T19LBooLFXJh4hMX2RXRQS5ByI2JWvz7VFY3ZzLaOR4q/QA0dfJFfE8FNCguOgjgewrTSwKff/TsTj96UUURq2N/je8btL8Mi8EzZTlGBROdZSBNJOnDbIgc0Ftnbrve2Efc6ueqR3zD1ojVEyZi2uW0RmqpW054lTRzJyO39DN4iX6/grB/+iU1MprO/2mCx23bWU1EqApMoLqL9LsPE70BwSvPTdFKNkxixLILg2pP+l6dYCMBk22acthhdVB7w/JnDclYxiyR2SogYrP+rmz9lxLgdSsRwYiPBtfX/y/NZ0uj0Pvq9r33yEiSi9dlDeL9UCoeTQX8JsGsyIgAURZmuKMocRVEc2t8lwInIZcsw6BEY8T4zMsiECRP/p3HQ66X2HjNmzYQJEx8FHLJrzEEzZs2ECRNHGA53zJoPicCYhdx/7QSeRApvVeTe+09UVX1wX+3MmqmozrdeoJNJuIgSxkNvwCts+YA1Uxu7h0zEiB49ot8MjcDEP29kq/L4sPYH9tyO395ChBLsJIjgJoaTEB7iWv1qDCfRmItY1JFbO64z3CG447obudV3L/Rk31X+Euo3xgkrnEYY2yxWm1KErS2Wx/5SGzGLw7izmDSqQoRvPPm7K7JidCaCcjHqQkVIk90IO5MVUUYhw5h040djuVOFUkv9pr2Zk89akVVjV87P1Tf50hMPC8Odj0EvBLVUWMqoxUUch6EU0PucwM4TnM1fBhcRtgSR+C+g1s/v3pEb4BcFf4vTFWcg5M4oCLqQ7Q6NiAtrj51an+Jws/pt7pp5e27M1zw/L700m//hf1n9+AkyJ3qQEvtOZMy6gTXdSMZMNbkxZDqbN56r1X6eZgFblR0YDFCln8G1Cl8p/R73b7serGmpE4yQmZMp7SdKhqyKIjXpnYiiYD38461m/uPmlXB39txZiPriLJ47eS4PcCVuIthIEKbMYIDDeAglPeKv0G3NxO3oqo9dQAf0/NXNl/kpf1GKybAqJ6D+4lOZ2v+09rQ+Z0rlWKulEC4tMtQe2fXbYTyE8XAZD3HMXV2Z2kYN6oW3yS9Tkbk/FWiSWnF3/wDWhAhTosUOwnjYhZsIbkMtEcFNiDLO4Qk+/tImOCW7/fNRv1wHJwA+oBK2T/KwgtlYSBk+Anp/e/Fmvsu4CBuMvZtzeZxvLrgPns3HCP3bYtYOyXoJcHRTiepfdSoXK/V5X69TzyGBjUjSTV/7OFECFZGpad0BXDAyO/aCupQortHX+/7FD58duf2/qcsJ4OMKpWbE98iwlCLSIZBkJQA/fB+4YeT2n1WXcYYyF972w7EHwgJq7PTv/Vx8/i94+KgvDWPNj1PncQt35o9w21884OfUK57iBeVEhhasz1LnczN3Hlyt9dZb+EnVl/iycjXGegzsk7E+AExVz6J3sJywZSU5CoORcKMfXkTWiGPIqnH2A6+RqzzS8Hn/YayFdsDqrw+vE9+fiLxhqpARcKMf7t3f/p+DjMP7qEtycCDH8gSt/f3ErX64oxuRNQ3FvzVm7ZCsmfamaWrFqsUGCznauKmBQalFrigIGDG9HSuOZeLsjUYMVxTXqNrW+6THhcVwGNtzF0Q0pj45aoa+njY2M9mI0w3joYYOuqiklnZOYSnfeu/7PP2xU9jEZLqo1M6nGe+nNFK/Lv3NZbkX8AyVdJHExp3cgo0ELqI4iRPAR/e2asqrAkZEnI79HautX5wCZ0utdZktTAoLW1+YQtGJITzOED56DipC7wIeYw2NtDIdgDJC7MJ9UHX/IDFtaSz8nC9xH9cTwY2dJCE8+Ojh9c3zqKl722Bn7SRHdXy3HjMFx+pd+IqFLdfbq6XDYOhdRI24uwPdxm/4ItfxI+PaTa+x3vrIFCZeJAx3V7CSwXAhE+rbD/g7sPXdyVQc3YmFNPFBh6EyOIsl+81ww8gst9W4AM7EIyewsfWtKUycefAM/cCgC0dBHAupnGg7+ABi1kDkRcDn8rz0y8O5XRMmTJj4sMFcL02YMGFi/2GumSZMmPi/isP6D/rBQo/AmFSrcAJrmUQnPgLsws2Az8UujWmL1Ttz3MrjA06SEZfUokcwarR+wVWcMfXlIY62N1Pov417x94qf+5hOOOssdv64+6JBcTrnIZLuV7HncLCrffcC1/Q2z4HJnkxrNd3IyNenGcb2mNxaZLiMckchptCUO2wsrRR6jcNnAHHA5/X2s5m0MdmbacQ1LHCcscseu25bVgN+n1cD0uWZbV/MT6e5LfnfI6Lf/Y4LNTueHVqDt8bEaYtRKZObUB7Tq+JS/UDxfxQvZIHvzMeeCjTfBAq6SKAj8G3Cxk4pQC4U+rb3MAW/Y3rAAdS/Kw/7gSagR8AM7GQxra0n2S210sKKgjwDb7LeXP/gKskKkxzyiLO/gmEQU9NgDcmwB8RxhmAS6FyAnRJ/120sPWRKUCWAmMCKE/Bjxu+jntWhLU04vGFjbuRA5rTZ2dskvwdcsu2I0qmTLQbOA+pTbl7qEf/TtgAp69cxunlyzJs/BhyVRKlkPJAqGqs4VCezXSHKWMAF39pu4BcRmUmBJBa/FLtKd0HYGymbcUDZeUDlJUOwFhIjYVQ8VijhjuMR+bOLUO6j1XamIXUiI+F3dMKWG1vYgvV+IoDuBggic1gynVGW7wFHJpKoIxqtsBPhjZ/DMwCxanCPcCxiPPwgLZPf0O+t1GkVjPaj6gfrAiVD2JMsJIKdQ48u4QPO/Q1s7TWTROrgfwM+mbliVFu4QtcrD5HG/XMZgV/UWEJZxkO+TqTorM7sQFnxldDr1/dA5zWIrWwVV8Y5l5+q5qknRrmsYwfqg5W02TMjyhFxh36WGyQgUgCIsVa2/6McuQLLfxc7eSq2b+B13Pbv0G1EMDHevVRfoOFHjXj6KuzQVFcRHa6xddE7/tu5HyyF/g9zD9/KQ+nyoeNUD1t7MLNP9RneJxzaadWxkOrp4ziIhpzMRBxZVI1dMVXHFENXdnCuVds5gWUvO1HKOFX6mYW81niWWovvYYwHnLDgJJR1MS1bei1xBNb8Khhctlz0NeHW9UknVQTwc0u3HRRSc9OnyQwdCLr1hZEOBxHzktlyJpfDdX8lQ2Wp5A0i5EZ9BPV2URws17JOkarhr6rNOsxy9+iDDLngwzuViPcx/UsZAkztNiNVTTxcOAS+Jtd1pH5QKO2+4tBDmoQQ+r0o7kyj4ZCY8+nqQs4jecpI4yNJA9xGRtemiFtLQNa/JL48ZDe9k7kQqAT8MLzZ8Df87T/Uz8Lr/4zS076L3l7KA58D4n7PgCU+LPOZbn4pHoSrxfME37ZOB8cAHsO4jmQlz3/cEFfL621VVhJG/XJuoPzgSK8cTwT6zeKj8qgA3dBhKLGkNRza99PN5FR1XBHk0WkU1YanWtwEaWNesKdPiYc3YGHMKewlAd6vsorFccZiTQhPMa6oysx87mVAzz7+GdYf24tj3E+D3EZFs1t2kuQdmpZsXM2P/vYNYazvY79ZULvWHknBdW7GQwXUlP/NgnsrN82w2DNT6x6mU4mjUpdAPCTX1/GOhpYxjyD/b3w1F9qiro0TmIksY/ahf6uF26HaqirW0caC+X0YiPJm4FmJvq2vO/nR4KTGBbSfIs7jRpl3Tn/9cBsTqz7Ox3UYiNBGivBpDtvzXsSu3Fsso+thTRpLMx6R77jQbyGIzrAi5vPNGq4ewZ9rG//BBV1Ww54nE5+fAUTzm0XFfJON45SYdDvvuh6HudcPIT5pfdyPhV7leu5my4qSWPBRZRqOnERNZQZugI3bWQdWGg8eqVRd15e0GuoFu5f9z9MnH7wDLf+fdTXgKg2V06Z+XSOB8Bokd3nioLAPp3/dXwgLu77C1VVl6iqekXx2OEXKSZMmDBhIhf6mmkfayZfmDBhwsS+oK+XBWPf/2LZhAkTJv6dOKL/QdcNPPr7Dl+dvAkTJkz8X4G+Zib69nzQXTFhwoSJIxoZk7jo+7/ZhAkTJv6NOKIl7qqqLgGWNE1SLv+x/+sZIzRdgpstPS8kR4aeGAcxpyPHYK32vW64FzgzeyudosBLk5EQD5WeDzFXKxw7SGHhANgHRG5sl581k6aiKTA0pGAC8F9kJOjWIf3PajufDF2XJAHczq1wY3b7Djgd/nzeQr7Fd9j8wnSYkoKQVWSMXcC/yMj827N+jyIhJXuBVBysDvk7RwLtoFLPRKtG2u3U2mgH7l4HZ0wXKeCaFmjwQ+s7iKFPMbAdlK+D2o+VNBO/vZGt/qzmvywSdwcxTjz577x61afgd36Yom1vGiKlZHommi0EkpNWKvvPXOAELPyDBaXP8GT28DRDZaKLpN3Ol7wPiLFKlSZfPTojpQ5SztamKSKZfN0v3T9HpgafLoYxEKIMvvB7hmE18ADc/vm7pL8JxLBMmxNYQS2EWGEB8SqJnojiMsxUYjNFyhPAB/xpSOMNIkFfCVRqTyWkzaESd6sHxpX2wdg+Q4aebbyWwA7HvjOk/bC0t0Drc4rc75c2R1OejKQ9iosBXJqZW4lhtLaGGQw3JJoOjaCcvBdusMIZwNPaS12IFLQdkZ/btWPrQjN21OX+U4GlNKoNwyN9GrXHDcCraAZvp2sDk5LH6F5gAkQ3aONrlX7xW8RE6Szgfk1uNJV8sUQfJuhrZknT0ZdPUy5kvfoox67vyKw7WvRhzOkghtOIs9NjbHQpZIQSfATESC0Hv2UubVTRhYson3n2WT6z59nM+liEMX8ShRArdhAtdg2LdUyrFhpo5U+XfUEOQxaqtVImF1G+8sSDMObBTPvaepkYK/sQdbqI+lw5UZEJ7CQvsolJzetD56RER5YR5tieDu5ddeuwtlNjIVZoI1LqJlbqyJHtGxLRc600sxKJWctCrZ8mLqOECCe1v8lJ776Z07a+xkedLqJOifzLNgQ1jsMVTirZxrD5OMnPLK7ES5AzX3mRL/JYzvd1d3EB0WIXA8WZMpfscib9OHAz+zQBuoyHcBEliosAPjZRR7i0DEtpCut0keu2U2NIUssIG7GnaSwsji1CTqzFeds/W53MU8GFvKrcC0CFepHIGQctUhbxtxIxKVQAdSp5Tczub0G06tkGci6+qcCF6vP86sfXwFfk+F+txrja91NiVziJXeHQDChL4CL5lMwbm1YmcDTl/JP1P/vE8I5f6Of8R36NhbV8X0mjn/CvVZcy++QVxE92aKVFZaSxYPll2mg7yjgGBo8hNuCkufg5lv3x9OHtr4caOpj2yj/pGfQRbh8Pe/yZ0odOMqap+o9uijtAxizXDezaObx9oIlVdA1WEghWMBj0Z6LU9LjOUNZjDxkzXL1MIk5ez74PI/T10t407fIYTrwEqaRLYm9xG/JaXfaaLR0eKhFPYeFP9WfxLb5DMOmm0tZFFBdNzlXEcDKbFfyArxHDycvMpYtKevEa5VzZ6+PQODGAi2yP0mBrZQkLeWZwAY6COOpRBTTxKkHKeTx5Lk9WnDPMZA32T4b+7LnzmPZ4O0ULQ1Q65YKr7Y8zmXzevwBoLF1LGM+opP8ApzY/hYUUz27/DCCGZC9PPIpF6W6cBbEck67R4MtPPQRjoOLULXgIEcXFI3OvQPmuiucT27EUpDW59+gMAC889ZfaWjgZOwk2UYeTOBN8mdzg0bStH/PITjeVpV2ksDDPu4x2amj0reHVZz7FJxe8TBeV2Ekww7aGtiGlawns+AgQw4mFFPasOZDGgkUrsejsr8ZTHMZF1JCLf7bu93RQQxFRzil4kq/t+Bk/rbuUVVppmY0EZYSpoYMIbjqoIYjXMAXUf7znvkIAHwnspPZm5sh9XI+NJCHKOHXzcghBxaQtOaUS+zNm2cZqHTtrjGi4U6YfGgl6dl/SWHERJY2Fl4NzqfR2vf8H3we9g+UUFURJY6Vn0JdjEjcSPhQMel/sg+6JCRMmTBz50NfMveaiacKECRP7hMmgmzBh4kjFh4NBL1EuN26e52PQhzAgFIK9EOyFcSiMC8utx5t5hmzknGOERNMZ7jQZRn7s8HbVsRobas/c7dTvvN/JLXBTduNLoHYmT//3KZwX+yMDq8qEpdXvTO9AzKzayUTE6fFcuuHaLoB34B/H4DlxO+xal9X+fXCanyQ2Nm+eLmz9Rqsc1YeAJuRO+h6ErWzU9mOZts2FwOtAyAEt8L266/g6zdqLAHdSTi8J7Fy84Bc8/OsvSVvT9Jeni1HcXmCRX8bOegx0HiPbDQHRFsCPhTTzWMbDGYoUfgnl/iAJu43V/U0U+HczOKYQPg1Uq2JylG1Cp0fbRY6RsQoB1hOM0YjhzD229+6k8NJBpv90Mz+ddMMw4z2DJfbBuvo6lt8+hx9zHeFBD3MLluElaERFSGTXTVljA7z+kJgjBRDvsT0Iw1CutW+VH8WSpbpIQZlnQD6vMZopO9xTPJfhbNAvpL3/0I5dCmFR9P7rDPpYSHhgl3OsEVGms916bNlkNsOkY7KM95AG7fDLSy/kTm6mt9+LbUyCvjfGZeaMHVFWbNDGvhOIvwXWmcLqp4AuuEL9Ea83+KE1m7GslYf1VmHOj0FYmgHk+MnAQqgTog5QvBDVTaveQiboO4CDXrzAxcBdmeZXtYAVJn5jI1vvnSLxRltWahtahjDmE4FzySx11eSykn8FoJmVvMpcPuzQ18yPN1kv/9eLt8mUzTaPzFobS8bGc2MXNQY8ZZfYxaIx3867jTLCzEqvpvgfSYnGSpGrMtK3M1bbTmFcnhuTaTtp11Qj/uEMdxkh5iReofClQflejclqvzRrH8bqbfeiFkJyDCTsmZjKIMMN3Cjx42IBC3a+CM8g83pIFKW1EIqLkxR7emXN1xQwSXsm8jKGAyd5boK0t1BDB6ftXCbtB3PbVnQj0LFhGBvOqGvsuYadukHiMGxpoZYOznzvRSPtMVuNVegZpHBsHxT3GWx90mLLUUiIWVURa5kxvP0GPzev+zZV63shASVj43gqQ2CHMGHD0CiGU2spjp0E5fQaxlq9eHE5oyTD15P03DdkA19iqhpgDg/R5a1k0+5rqHZuYZLmDJcqsBAvdtJ+fi3d6/3wO+S8tnc+ROZrPm5BJqq72Fo/ZYjhK0CUB9UOwkS47bqbqL5uC1bSpLAYqjQ9/ir7OV29oJu+RnGxvmj48PBoC42PhInh5G5VYqIk8ipLvZHzmFEvxHEQK3ASLXaxon92JgI2Gz9voeFnm4nioregnECdz1BbhfHQu80nSrZslls3/tNNGOPIEvjLUk1xlot62ghSTsDrI+J1a6PmEhPAHcXS7nvAdjLn3jiyjugM/VA104cU+npZ2DTl8nm8zJU8QA0drGYW62gwIk3jON7XaM1FlHrauITf8LztNNYkG3HbImxiMjYSdAzW8MSec/A6g6Nioe/YfCeMSeFwR6ks7iKBjbMq/2Sc8yttXaSxjjry64xvv8zU29cY646TGLPPe8lY53SuNIF9VAz0sp1zSe21cOLMv9OJGOderb5FOFAG4yBW4DTGczTtf/as3+MmwvOcZigelM+pTGhup5otxvceRo7a2heWMl/7ZidIaAZmcZw0staIvHUSHxYv937bs5CimTW0ldYTw4mNBF2aZDKBnR1nKpygrmcGa/AQ5jjlKqrV77GJycJcE+SzLKZWedawkrQiSb6giWSBJ9XXqS9uI4Qnx6AshoNdmgnrN3fezQ32n+IZ3I6jIG70b3+w9aUpTDxZ4gRdJZnFzUOYGA6spJlb9xy2uiQd1BzwMXAXREhhwUqa6tJOQwG2fOccg00/FNDnTgQ3DmI0e988qHg+HXr/01ioLOgyFAz7Uo4c0Qy6CRMmTJgwYcKECRMmTJgw8VHBEc2g6xEYtWVITfBu5A5xdpRYNvuj1/nlYSUS2AhTNjwK6tPw9MWn8Om2pVCUosCeYLCvMMNo70EYxAhyJzkKhMkw3Xqk2Feh8WtvyO8GauEy+a3RuYZX2z8lxF4ILaaEDKO5B2En9TZ3dSJsqgMYT/lJdm7mTr465wFYrt8nOwGOb+E09XkW1v2ZJc/8F3wHKcM9XWvrda2/tQh7GUJurdUCSzaAdSoQhLO9NLEK+C4S6wIwl/Fd3yJZaSOKi1O++DQvvnUm3I3Uwh9PRg3QqR2baWTY7QiAH3ZgMNEwHqHdgdAGCt8ZZMpXtxI7pVRq9a/Q2nHBG0c3Ep7uwa3RrREt7ieEJyeCIYGdJlaxlFOGHNz7ZXz/gLDQOqFmJ1MvWyrPT2/aTKLSxmk8T7CgnBmspZxe4+7hJD0eh/EItQAwU/rapLX/eRlK1SdsXsoirJslnSZqcRl3VPU71Dpjk8Iizy08AZbk1lNih5tuvY0nOAeAzXdNh0XILdFWYKs2X3q08d6NkM4fA57V+paGn791icyJn2ePz1SoQmrwH5kC3RBfihD5r2q72qG12wns2gscJex56nHYEkeou1YqiWqxR9nwgh0+ueBlXr94nsQbaYoKwTvAYxh1vGon8gW7FqE2lwA3A4/RxnyoOEr2MxuTIBwr05ikvdoxWoYoHRzaAP1AGzDkABl4CDmWM5nBb6HkqBGjiT4s0NfMcbVOXjt5KidYV8M2Mr4FQxhzvd56qO9FGgvvqA9xjHLZkC1cShthIhY3zSevpNbaLUObp4Y7anHl1Lhn13DHh6pdsrCSZnbZ3TSfsZIphVsz6qcsbwWdBTYi17IYzBgO0liZlCsXEbhhM5N5rNTJgkufoeS1uMHQq6UZDxDdZyFf/bm+zdmsyNP7L/A4XiKlbs797ydR3sFQbu0ulnOSrm7JVyOezeB6c+aqhjP8/IbfE/uYk/86Z4mh+FLHQqRUr63ObV8fl+y2O6jRFEftue23tnCXYuF8tcaIhttGJWuZQS/leDQWPYGdNupppQEXUSrpwkbC2I/5LOXRPRcN7/9ULxdxD8uYy+pAE5xup/MNDEYtnbKQiNsY3F4op4mu16DnBO3r24/88hpQL+e6zw7dwJe4QvkFE9QL6FZ+jx4z6ElfxqyC1cZ6bieJhXTOWKWxGPOo96mqEa+OXmYuy/rnER/7Y5lQVHKiOhsnGcbJTtKoY9bri2M4SQ7apMZ+7I9hvj9v+z/jakJ4iCTdEgsKEvW3Qztc2fXhQXKvTXQGfS4Qyl+D/ggX0UGNxAiGisGqSuxoJ7Ic9miP+vWCzs7rDLqKqJVCH34WPTtm7enkAp7Ycw6zi1cY35v9rT8HCONh2oJ2uBGKjg9R62wnigsXIXoGfZQX9OJ0xgjgG1XU17S6fxrzqKu/kvLiIHNYzhaqAYyYuNHWWF97+/9y/+b/wVbWT7pUrkku4hEe4SKSgzYiBe6s67gDx6zS1VSyTa7DgY5365l69FqK3FGmFrSRxkqvdpE2GoY7SDl/eeUC6k5aRyBZgdMWh+PBzS5efeZTkALPpzO16HqA1/5iAc/wDAuwEsNCCi9BQnh4vv0/2VXr4F5uNJRFaSzG+UNfk/UoTH3f7CRxEWUBz/CNxD18034Pz3Oadm6TiK+uWCXr1BOxkWQdDUSSbh7ZcSElgxGD4W6jnpeZR892H+W+IOlBC4k9dqPfFqvso3UwTSplwWvrZTKbWKdddz277SwmVrVjIUVDaSvlzUE6qD3gKMC5Jz/HFqqJ4mKybbOhYLOTIKZd567sbyadslBe2ntAY589r6O4SCRtRtTcrNLVh4Th1qFH0LnZRRQXrbEGPM48UqQDRLbyZEuyGrctQhorA4MjJ0gc0Qy6HoExdnSKHRMmTJj4SEFfMwvHHtH3Xk2YMGHiA4cZs2bChIkjFUf0P+iGSVz8g+6JCRMmTBz50NfM3X0HzqCYMGHCxEcJpkmcCRMmjlQc0TSLbuBR3eS5/JprbmEFs2mPifHUQMQFA/aMBGs7IkXXI0eypegDgB1+8vfL4NHOnG3UfPFtXERZWP9nlvz4vxhcbpXPjUGkY6/3Q20xtMcRyew7iIYsDjyHaMWt0Hgul/EQXy47PhMJhhXGwGn9L/JU8UJeXf8peAORnX8Skbnr2+lGJMKdiPR6QjVELtPM0eLY2E4zb4pZ2HK9fRf8y88WFtNAK4kFdpafOIf4xSXSrSYkskw3ktkImhpKlII9U0Ui5/ZSVB2SKC5WZo1OKWyBSZ/vYfF//LfEcXkR46mxsKN2LK00YCWNQzPHCOOhi0p24TZMVNJYeFTPs9HMgAS1sAVWvgjNWxCzNT2e7Gho+q+1BIs9jH8vDHtgd3kBHfbanKgPXXZaSRevPvgpyJadTvJD8DZJ6DkHmEQmpkyXuY+Ffp+NNks9KzmOTUwmQAURSnARNYyPzmIJXAL8Jusr0zATSuGfj03juJNbOeW6p3lx+ZkUHR1ioLNMjuUYYEoCdthFUb1eOwZ6M2OA9+DWP98CQ29EOb4GVTcwi9V8d4UW/+ZGyjSC2j4sjSPSz+2IJFw7buwEZsIqMUSzkB4uQa+VMbk3eaP8/kfgZe0QRVuQmoCpWttxDGl/nv/9ygjL3M7B/VCFyI/GoJkinY7EsTkwTOQoJeN4BZnvGOimcM2sZHWWIaDgevqPv4uB35aJn9yrR8GuaiRCTcdxwJtZfx8DxLTObDfe4+EHmoT/ww19zVSqmy63kOaPJ52Nl6BhiKWbhCWxGdJw3QApIxMX85V7+Cbc6Id7XyNjXvgrXERJYcFGko0nTWQJZxGknF68bKGaMGUi7U06iA84Se6xy1q9B1nPUjDxpI18iQe09n+PIbWe56ecKwGZU6+cdBwvM48wHgL46KRakwBq0WoxJ7Gog8HdTjGV1KOgqlP8o+oE+KYf7s6S4haJfFIvm/njCWezillEKKGDGsNAJ46TaL+L+IAzt++6Sda0FF+tuheuugl+ntX+OdU8rARZpEbpKi1ncfMiOqmmi0o6NflfFFem7T026Xd223uAMrj1pFvgEj/8Jqv9KfAXpZ3L1ChvTGtkCQuNcQniJYyHWMyZOT8ODOm39veEK9q5kl/wl4X3wpKs9j/ph9dbmKZcyKnqDGI46MFHx+Zj5RDpUucdwBogCD0h2Mx0OZ9VA41Qed02xpbtoo+vkymZkj64ibBEaYNf/RdFb4RIpyzEHyrRTD+RNe544FvAt07InL8imoFZ6DPARu1UYiVnQXJ4uSLm5sEf1zJNXcAlPEyAChYT5YVfnwVrkXNtkfbzDqKYj6O9sB14Dp7W4j6zTU0BrvfTSjvx9SWcojbRzEo6qeaxFZ+CJ2Q8jJKPMLK9TkQWzgZt0PZSp57D5rMYju034eAVtl50AjyaLSHPEzO3L1T6gfvzvhSliF7lbXLXxXPAsJjaD6y+Rfw3P+TQ10vrrI9f7rX1krZZjDXmQCXQACc+83cGcJHCQnusFq9TylTcBREtvml0EWWAGNbFhOnXTeK+/sqPmXBSO/FBMZV0F0SA0cV93f/ujfyk7jLu0ZyOu7dV84txV9K3o4wTq14GMAxo4cBl6G3JqbzePZeCwhj13jbcR68iiZ1q5xZefUok6ByfoNwXHJUE/c2dzZxx0l9po55KWxcRSpg28588whd448wNXHU8fOesG4yylg5qDTM2GwmsmgGevmUgJwpsE3X0rJtE+fRtlBMkglsMvr4C059eRxoLyUGbIaEf+vmh+5LARgwv98Wu52djrsZGkuSgjfKCXkDM29zOCKc+spwJF4kE3Wvrpcwbzhl/vd2pvjYxwSsAizPXeCyNhSguHDa5Tl+y7RwmVsk597NVj7OKWQB0DlbTGmk4YAk6ZEo3a+jIeb49VmtIxCcXbyKl9eVAkN0XG0nqbW1GacehkqDrSGHBSdyIQpvs3ERomLv4gUPi7lJ4COGzJQnhwUKKooIo4RE+86Fg0GN9w3MdTZgwYcJELvQ1k3jfB90VEyZMmDiioa+Xal//B90VEyZMmMjBh4JBn9501OXraGDtu83wZyUT+3QUcqd6E9D1MDgulr9DceSufS1Crf0euIo1zIDPV4tpmIYKApzU9Sb3VFqYeN1GttZOgf9ETLbmAqcXC/P8CYcwhO5jMmxEqFnu+u2RtmazAs5GbpIDEOeTM18mQDkuopz6g6fYRB1bn5oCDwNfRe7i66YvegSVTuRFtJ/tDuwk5K5eTvRLnLnTn+MTM9bzif9YD6cghOctgBXUSmgtrSOADzdyBzeOkxAeevESwW2YoLiIcic3k2ui1Q/bYNlrMPcdhG3wSduUw7imPqwnr8UVG8AeBMbArgoHnVTnRAQlsDOXlzn118sRSiHLsCsMM8ci7Ha59jNW9uPl4hPpoooZH1uDjSRhPLRRTwCfcXdVjzz6C4tk/JiCYUJXDaThuv/3PQL4iOJiLY0AwmB1l8g+Paods+2IuoF+1rMKrr1K5koIKtUujUjZmhkeq/RzNU3wC3jxsTNhDQxcqZmWzdGO6RQ7PPtXKPuMsHvrgV36OP8WOE4MNTaRizEyLo9zLkxIwR4r3ICQOrtWIpTWEJMnQNhzyI0TA+4YQtG3L0VthL7144SNigDshehdwEzt87152h+KWly0QvzxIc83sLu5gK0rp8i+APLFBaGsWrXf/zHkc89pj7oSoJxKNg9frWqLWWo5RVQlfwB2Pau1X76PfpcilFZp1nNePITIMOofXmSvmTNiKWqd7bRRz1Lm004Nf9p2AUy8M88nY9pPBjeqHib+70a23pt1t7vSj4WLmMcyPIkQNru81oOP15jNVmXoHMiPrcAsdRUV/7uFnnu9GPO4CJzEmccyXLEBbM4kcRy0Uc+L686Ej++/MZVbjVD0rRADd2cZO0agki7qacPVH8dVHCWOk1YaeFN5eb/bBmhW18KJ5BovnghX/9XFZDYZEVybmMyynXPzRI7tG9VqZybSUkcUrlDdRmxQAhubmMzr/zMP7t3/sem+EqarrdL+kqwXxsGDagdXKDW88MhZFC0ShltXPtCBLK+rGB5xtmGhNNbip5Xp9NkfGL7haMYwdOIXN3IJDxPGwwMXX0mysxiAgvG7meTtpJIuw2gtglvW7B3CtFtJ5yojdOyFB5UInvR21ivPcAPliJPe4/CAX9aKaci5YYK2H1OR6dc9QX52NUMnTFywka1Ds9Dua6HhBw10V1fyorKKF7EAXfAjRJwzCVEATEHW/uXamLUD3VMhMhXUnfJi45CxBxh/DyVqvbDn3/RLX19FU2mMBz6nHYi/Y5zn8mE+8JvPIVGTWVjkp5K/sn7+Z2DhGbKmPoemyh2iywAAb0JJREFUorgWeaIT+b60MlzWJSiwJxgceesfGujr5ZimYy+3kKaSLuNaYTRGbq8++Cn4dIKpvjYmOzexKTYZ+5gEqZQFq9VNRUEAG4lRMdxOYvzI+RVu51a89NJODTUnvU3HtsnMrVqKhTRRXISz2L4DMvk6+nnW0YCPABHc1FTJBUlfzzheXfspiEPB3N2UfCxisMQHMkaTbZsJHD1AJOZm/UufoOLkLSQHbTxbcDqr/nM9V3ng6dApvMxcktgN1ZGuZtDVjNnKTMiw1HNKl/Ps5s/gGLeLyBg3dluSrmQlM76ygUfUu/k1rbxJM0G8OSaAgKEaG4rs8VsbmwEDGD3oCNQyzbcOZblKHcKgOwtiI34+HyykqHR2YSFFV7LSYP711+ppY9FFi3mCswG0sUjlnT9RXMZzoobNRTlBOmOTcDsjnFL1PO3UAPCXtguYWC9rSXlBLxWlgRwzu/1BGitBvNhI8PrmeXyu7rcEqCCNlXpnm2EYp1+7j+a7ldSM85zECOI1nj9UDLcOqzbXKgu6CFHGptjkQ8LQ6/PUTpK2/nrKi/OYwA7BEc2gmzBhwoQJEyZMmDBhwoQJEx8VHNEMuhGzVg4VxKFbEZaxHbkr/SWEbf4EsONiufG7AzjKAeP8Es+zFnBdBRH4Qfpr/Gr+NTkM+nRaSXjgHJ5kMptZuaCZ1//fPIkR+08kAUqvu/s0mZr2CEb9MAky9b05DPdWmtlBVX0v9zbeKjXcjciN8BsAD+yYMpbNTCadVRcpkQxlhLV6SKldSPMQlwn7auA1mknx17Vwxjvg2IjcxQcoBuUYmH7KZsorg4zr6ZN9KIRQRREBfDksdwAfk+jkVerJ3Jl/DXbCzDHA0Uj9eRXCcFdC4nhYzCLqnW2UTwqSxkqACtqoJ0IJFlJGXU8Tq0TdwBkYtIFjAuyGNyOzCFLOappop4bVNBHo9xFfVyKqhYeB1zthRnVWDN1fEba/F5jExWpUm81ZrEK77G8EN3/ZfIGwJXodZgiZL3GE8XBoj6yDyukwcBXc36lt4zmiuCW9KxvtMg5XvftrWIwwHc/q0WHAco0BHuMHWiGkM8a1ZGq6HcA/2Ewzw7DrWZgBy5kDG63wTyDVCbtaGcaO7xeGxiGMZ1XpNBnPHWhDp9c5ZjPM5UAzctx0VuYErQ9fAP6KiygyQbLGv/IzPG8/jbEzdtB3/Itam1MR/rSBDIM+EnQlQK+0v2VD7svVwrbOmvka0b+7iDKFaOwTUpMcLMzEJO46Q0i0lP5zgjyfQtaPj2k19IZBw4cX+poJpYwpvI6X1OdxaCyYnSSzqlayafc1DOzwQEQZXp+sxyOmABZr0VFPZTYQhyuUGuBqAP6lPoaNBBbSeOmlt+864qtKZBqkkPUwhcTX6RFOCeBGqOQ3mUZ19OS2/6q6xLjjPnH6Rrb+yy8iCd1LAjKxjp3afuwFLoQ0OpufFTeVgouVevT4rb+pYuhhI4Gj7zrib5QI85lC1vc9yN96jCHati+ABmpzLTWQPv1MifIzLuPnaicW0riIUlEakL6vJ3Pu2KP1u0t7Lq09NwZoBDcL4Mkh7T90Jw8+lOJBLuF19UmNS0rhuHUX8Xl+GffscelEvtvZiAAPg4158Lshrz3RosVVdsIXWhj4Au+D65E1w4GsDydAmUROfUOF7ypD3p5VbLdVeZzbcMBf/geaUrLvFhjcXkhHupZQmUc8DCIuqdPXlWY7wDY7SaN6GmuV53PbT7XwJ3U1n9O2+zu1lSBeblDK4UqNcW/xZ34HaPLL2HejxZv+Frr9TKIzWy8FTIFfnctsbuTZ8bJ2/UrdzDMs4C+K1t6NWnTaBdrfk/zyHdC8ZETZdzqblefg99OHD+fzfmZxE0vevgeOzfY28Mu5sKcFuBQ4F0rIioXsJ6NOeg5O1Be3bFhhN0xmM88ubcnYSgAs9Od6ERgeIQ3I97OX7Br4wacLh/f9QwhjvayuIYwHDyHjems0+N4V1/E8p7GifzYWaxqXM0rPW5OYO1NUYTaSbMJlRDkdCEuZwsLznEYZYYKUSyxZvxc2Wlm26nQ53J9M4ZkQHFWU2JpkI8vWn85xM19h81vTqZi5BQ8hTml+ms8qn+YMYLdaw6NcSAqL4TnSq7GZeh13CgtJjcHNZrlb+xtwFUtNb+fcBOGdHmaXruATZ67ncfUOfslmljOHdmqJUmT4C+mIDbt+yYwLYNST1xe30Z6swUKaBlsrl/z85yyOLSIWdVDysQi2guSo/AWqnVtoq3FgI8GWZDVstBP3Obm5/9s8wkUjMtvvhwhunMRotr3J0uAp+Lw9dL9Qy8RTN/LCuwt5IXIWE2du1MYxlfOYDV1hMNLrUVx4nCHiOHlx85nU1L1NAjun1ouyF2TdHk39v4UUPgIEKWdW3Wt0aP5CFlKs3dlIRWkAK2k8hA+4/lxHMFhOpbeLNJacmLhDxXDrx06vkQ/0+6gs7sLrDB40Q5/GShIbNiCIl1nFq+jR1AThwZHbPqIZdCNmbeTIXBMmTJgwoUFfM8kjcTNhwoQJExkY62Xx2A+6KyZMmDCRgyP6H3QjZi32/u81YcKEiY86DJO4UdR4mTBhwsRHCcZ62W+aapowYeLIwhEtcdcNPJomKJdfw0+ZcdIa2k+q5fnYaQz8d5kosI4HxqiwRxGJmh7JopvafAqRzt0Xx55IyvNZaKAVewNcPuVRMfw5CfAAP0Ek2S7YWD+RHnwUEcWOOMqH8RDS4oR0GfoTnDNEgi7tP74BmjdA9RbE9MVKxmjthD7sJ7diSyQoDAxCGtRSCJaOpVczswCR9wQphyXZMt8UU2ljKuA4hlyTtXLZ1j8rp7GWGTRVrMJNhCguuqiki0pCeIz9KSeoyYk6s9qPwh7ojNfRSTUhylhLI8uZw5ZkNdFdLgY3Foq8+25EDedF5IJrgV26ZG4K56t12v8MWcYI8RawwmOcz+OD5xL+1niJ+jpdG58NZKLzHNWa+V4c0XIVI0ZmxcA6omwfThp2BaEUHn33MrgMWL6OTDyeA5FclwILoewoTeLugK5umDEBdpUisXNfIsJzos5entV+dInMlT2aVHg9ZAzPxmuDMV77++uIVHgjoo0/AdH8HgdsZ9nm06FriCSx9gzWfGwqvW1Vsu8JwFoNKT1GTHOpo1Vr5y1k0s9H9IvHaYM4Hye3wzwkRk1Hw1Qe4wJOqX+ald9qZmBsGfx0LnTpsVoLgXXAdFBmgrpEG7fjEHe9vVDmhVCUCgJw7Vy4P8vwbb7IqhtsrdhVNzHGEKWACBdIzFf/vNwYK12VmSDHfJE9YOESWDRV5loWTt+yjOcnLcdHgAQ2Ik43UaeLiNdtxGUlsJPERhpLToyKbjiTxMak93pgEcPa/7BBXzMnNxVd/rtViwlrtTdpLDyqBJAsw6X7asJAye0RNrw0gxyJ+5A8EL0kJdP2y/Ajv0zBbuC0DRhGVS4//DdyjP+jhaRqp+exScAjmQY3wbWqk/sVuSsbwMcTnMMG5SmMkojVfpkbvwEeypLlfl6TF68FFrcQU50M3FvGUAn9z9VOrlKqjf4/xVl0K78HVsBvNSOxjWRkyiASYDfyHV8DLGkhfa5F1qtsfCXzmauUar6q2vmLkmXm+JpfJOZnZrV9htZ2J7I8dq2DJ56AbwPLh5R1XHWLEesWoIJXOInXlVek79/3Z9K4btDaX+SXyo13kO2uRszRJrewSa2DruFGa4+vv5gb1Wl0UEuQcqK46NUi3AL42EI1W7fVwjIrfKEFcUTzirx7LXBNC717/Ez9Wht6KYGBs6FErxV428/366/hBmVIHyr98JCdeJOT5MPFcqwfAmqQ5ed14GtQTSdrh/UePqfM4odqADtJIrhZyincoa7gTZppo56Ot6DgyhtFSrqiVtLFXkSuJSLVYPXjuGmXJnPWjO8A2AiXtnDrpS5+onZRhBgMzmYFXrWGNupZFQsx0F5Gxf9eRE/bJClR2IKU5HkcgF8r9Xhu+NwBPPO3cxrPc9uxDsrVS3ARpWPlsXB8C8zxw8Xa/NlBxh80CqQcSBnSBuBapla1suGbM+Du7Oi0FCyCBTzND19bTsVsMekK/3G8zPXL/DK+ernIAPIdjgDqXuRL3Q+8CZfuvyHhkQx9vXQ31VxexybClJHGMioTK4D5LOUpFtJYvJYoRURx0TjzDZY9frqYGo8Hx9RduIrFfNCmXX/tj5w4jZUnB8+mvKCXzv5qPMVh4jtK+P6p1+BQfkY1cELKxr0FNxLDQRwnXVSyhWqS2I2zXr44MQCrNc20mf8kjIdpM/9JL17Wb5vB36vKuFe9g6fppJ1aWmmQGE0tlvP9jNZAZOjNxStZ2d9MqNhDZUEXRaVRWgcbaH76H7TF6hmIuCiwpPB6e7NiyvZfZh0e9FAwdjdrgo34vD1ivEYlr1Z9ipptbxNzOnFqBpUHGhEH0DPoo9n7JmE8OG1x+grF8PL3nL9P6fn7wU2ECG5e2HwWE+s2YiXN2af+kVU00Xj0SsrpNSTogFFGMBT7s09b351M3dGt9BZ5SWDHSYwXAqcx0bcFK2ktPq4kRy6/v3jzlZOYcFI7a4KN2B1JyouDUlZXupoAFSSwE8WFm4hhdncgsDuSWEmzJVhNx/ZjDdl/tgndwUDf50hSDAYbi9cSoILOnZnYOeuQ0pcDGSMPYWI42LpuCt1llUzwSR53Ys/IascPB4O+5/3fa8KECRMfdehr5kDfgV8omDBhwsRHCfp6ubdv9wfdFRMmTJjIgaKq6uFrXFHGAT9EbNwiCD9wGxJKUoxwrXeqqrrPbJ4ZBYq65mSgCfgPhPTU11MPJI6BTc46orhwEcVGgqR2tyZIuXFXtJmVzPxaG9yXufv7kvo8AeV1ZgJTj0bYE90fS4//Og1CtUWU9QwIg2QFtTzDcsdw4iLKEhbyTd99mpGL4B/qMxQpbzJTb3uK1u5YoAp2n1zA4/bz8BGglnYspIngNlhuiU5I4yPASpq5v+p/cliPV9UlnPDEal4+55NEcbGOBsNsrWfQR7h9vBgZPYGYnDUiDOUAGiPdAlhpVE8hgI9eZTPZRmHqj67jputu4ynOYsMzM+Qo/g25w/46CDv1OAyx0xmK49R5vPntk+CO7DvvX0f9s5PEAvA7b+O7v/bDdxDGgR/A0IibfeBUdQZt1NOtlANanFGJH/VJBffxPfQdO05m25Y4wiCeANyf1cKlCEP3JiI/KEVuee8E+lmoVrKk6r+GME5+1OcVFp36O5Yzh97pVdAaBH4BnI/BbH9/gsZo+REG4j5EbuBAGI8o/MsvZnj37cz0a46fr75yDy6iPMRl9Dw+SYb6iXXIAb0Wakuh/R1gAjgcokrgem0bLuAYcC3kpf7ZnLxgBTyba46kPqVwT8VX+eYL98kx3YWQ8mOQObodmSuLEZavDGG37cj7pwLLYM9zCmO6VZj8OIZR3Aw/6mMKP5hyNU5iJLAR1lQnCWwM4CKGkxjOHFY7OYTlTmLnbm7is1XPDBn/m1G/bOOp+09lFquxk9Du0hbRg89QuCSxEcNJAhtpTTSUa6Fj4d5XbkWp3jtCBNltq1VVbcrzwiHFoVovpS2fClcaf39DhQt5FAspwpTRRSUBfJoNT5I0lpxIqyDlXMZDnKrMR+aR/l08DrV3gfTMChRCaixY+4AUJLywxTmRtcwwDNIy8Y5ifBnBTRoLC3iG/1AWDOn5TNRtZxnre8onj9Y+YAxs+1g5rTQQwkMJEWwkSWIjRBm9lGtzS+5In8VTnKzcRya2T6D23mYoNPqrbNgTSex90F9uY5OljjbqsZPETYQkNnbhphevYcykm0idxvOc8ZmX4YlcNlHdcJsoa1JiyOnZOUDaCoHictbSSIgy3OzCSjqn7ThitqLP+fks5b8/s3h4++/chloKyTEQdUr7scICNtsns5JmXERxEDOiivS2sxUjDmJ0MokXPnEWrMpq/xI/ql0Rs1Efsgxqx1k/b+2qcNBFJcuZwx85l1d//Slqvvg2DbRiIU0aC0/efh53fPtGblW+jbEeA1yotX8WwlgPQMoDkeKiHFYvpkXfLWW+MYespInhpJ0a7CR5OTl3eJRbpR/1AUXmTwo5X49BlvQq2Z9+n40ui5xfRVVjI46TKC5CeAhTpplewh0L7sxdM3/qR61QZEx2a+17gErAC6ly6CquYBOTDXYxrn2v9PkfxkMdm3me03hdmZUzPuXqJQS/N5HtX/fg2xlmbelUgwW1kqaIKGmsxHEY/Y3iYgAXUe0nhIc0VrpilQwU7sIwLeVLsNWDuuQoQtcUkcJCB7VsYrJhVKV/n/RrpyguQyUoEV6ypp7L4/yw7aZcIzsD/571Eg7dmqlUNan8YhVMUZl69FogY3CmP+psWTaLNpRB2/rgFKZd8U/Wt30C9sDYaTuIDzj5oWcsXuAzP4FfXnMhHdSQwE4YT47Rmh4nBgxjuavppJ0a0ljpvrqW8p9to/exKs4+/49MZhMewoTxsI4GwpQRwzHMaG1fOIEVvMZs4jixkWQym3jxpTP5/+2de3xT9fnH398mJCSQNr3Q0EhLoaVAR7FARxEEQRkKChuKl+m8TVEnm7f5c142CzqZbt7m5h0VLzh13gYTbygogoJFOoqFYiuFYktrW0JTEhKTnt8f33OStJSrFCp+369XXmmTk+d7Oec8OTmf5/s8Wp7A0eNbfF4b5m5hnEmeQ0okVt/swl+cSPL4bzDFhcmkiioyqZ+WQdbCL/Fhx0VdJGr0YBXcRDw0kEImmynxDcNp95BONUt9JzPQvgFP0Ek4ZMZh9x5Skjg7fjbU5DLCXczaunxOdy1mLcOwEoiUgovlQO1X16XTzyUTim76Oo/kzBoalx1H1slfYiFIZVMWaUk1B9XXjmhpdZAeV00IE+trhpLlriCAVS8tKEuieYM9cVnq8enfRQczR8MooZgCRrOCVxZeTN9pG2Xi6Lq0yPgsBCL+1bj2OhDCmNlWlk1a7mY8zU4s3QM4LR5Azp8RMdFe4YYDP46M437b1kzwmMEZom9GBW5q2yTsDrdKe5Y4I/pl/wklTYTY8sUg0oZvpvaLfpw4/H0qyY4ch1vE4A59ZqeFuAshBPJXxLOapp2nv3Y88jL/Ik3TvhJCuIE1Qoh3NU3zdGBjKjC1f/tMsAqFQnEMcTj8pf6ZSBZ3hUKhOFY5nNeYpGQfuY4rFArFAdCZa9AnAN9pmvaY8YKmaf+L3UDTtBohRD3Qi2gRm9j3FwGLsoSY+cUHMLwUucYtFVlCrTvgBusQGHriJnbFx9GjulXe2bYiy5j1SqCRlMgd4PaL1nLYhAUYnAqk6bbdSMUgFRgMa7MHy/UgaWtxpdUDUEcqtbipJh0fdsoZiJsa+dVQG7WfRSXH/RMWzpoEwDryqKKfXAtHFg11ybRW9ZBrA19FqpJZyDF8h17GZwWnaB55J7Q6Zj0lkE41hOHkr1dAlZA2NiJLu5iJliVbC7ANliTrhkOAD1mrboVUcj7OoO3CuGaIh7s3zya5XyM39RwG9wJLtyHXWldwoJQ259H3jo1sebAIvPpd9xQbxIP1GZg6axH3FBTJ8nY3Av4QUSV4b+g7SF/3PYy1bOPs6Ns7ACv8zXITj391JWsGjIFhNiidKhWiDTdBgU3OeYOhPI+BYfGwdj5MOBeWfgW4SOV5uA6YHdN/5kB3ePXbX/F6r8ncue52Sm4fBZ8UyakZMgDebpJ//6dItnN3vH58jIF0F1RPBvxcMfTvLLp/GrUP9Iv23woPfHsLL/X6BW5qqKWfPL4mD4WUoXJJYAXQY4A8Xt4E8vU1imZ9ne63QD4yV8HitWwQxiJVpK35cPVNj2Cb5ONNprPs6tNgMKRO2ooDLz7sNDYlE8yPJ3Iz1UPUc9QCg8BaClcX3s8j2TdAhT4/mcDfIfnRBsaxHAdeQphowUGdvqZ1B05acETWibdXDYx146cG3sW2fgf+hOnIazKAUlgII/75HjYzJCUByS2Q0MighC3yHLbqDzPSX5iI5oCwxvxdCLdm3MFc/gTM3fsh13l8b3+pbyPzdqSJmcVnzJZzkIEMSAGpgg7Ywq7CtWyyDiSVepwBWavJa3VE1FxDLWNNEYz4a0wLq2W5pw+Qx1wCmN1EypJZ3TAofwvBbLm+LTVcjykUamPbQyJhTLLM40dFcNJdRA+uL+Q6b92+OQO9PKN8zsivhxGl1JGKm1ocYS8+ky1i24iWCunHDe8WwqkxCnpiERTPlvYDED8giHGDPT4jyE9HrYde4MCLi3rCmGggmVrc1OCO3I2XJSXd0LuDnVBMJBdJSj+Z9MTcAzIG1ENhCXWkkk415phoqRrcEeU/jClyLnR48/8zEBvAmgDWZGm/R1Irw0ZtwJPmJJ3o+mgXddTgjigihmIcxMpiTpdHUizPzJHqdo/o/jXm3vhOTdzqJ7H/Jny95BrX+l+7yGct2VRiIUg16Vh+28zzXIQUMWN4fo4s2elGVu4aAuZqSDG1gLkleo52h2C2hUVMpZBVevkrMz5spFKHm1reXHseMiQtprRj9RyZ8qA/0fO7Gdipt5cA8UlBfpJcyU+SKgkkyyiE2OgRQ+0OYomWTzWYNQd+i4ysQ7e/VbdfDeYE6JdUSz93LaEE8MbbIgq0tCsV+pWMJpsKPjVPIFakyqQKNsNxbzTCLhg2eAO5gzdQbs+JRKQAEXuxPtSnRwEYqqzPbqOFxJjOr2ZIRm/4ClLeaAEz9B6whqxBFVSTTiJSGQ1gwUMi9aRGbMeq8x6cOPEQl7yL1g4OzyPIYb3GnHu64Nxb4aW7fkEZuZExV5NOPamRcyh2fboRUWN8X026YiGrgiMZnLuWsXzME1tnoXXrxm3an6gnyCYCrCWfajLwY4tEj8WqfHsrJ7bKV0i2vYI6XCQ8uB0LQV47fwrHibeZsLOJcMhE6DtTm1JicOAq6Itf/Jqc4evwBJ3Ub0tnW/d07jt5FttJwEUdPrudTKqo19f7HqzCPTC+HE6GdXV5JPbysPrNcZx15gIeW3gVBXyOiTAlNcNIdddhIXjQCnd1azq+Fjses5OWd1JIPrOBIBa6v6rR56IKdlb0Bqfcd9buAWxx/oNqw4uDW9138RwX0fpWD8p/PTByfXKoOQsAsl2VbPo6j569GxnZfzlhTDT2Po4AVqqb0slNKmNHTEnkQ6Wxyo2pf1j+Ziix4nPLNflrmkaQnlSNlSBuSw3VpEeixw5G4X7z1vPImvslr9x6MRwfLVs22rWSTQwkELQQ3G0lNb6OxtbkNuXu9hWVAvIYvjD3SZYygfT4ajbdMRTH7S1YCTDOtZw6PV+XH3tE4TZKDcrP71/lzqSKRpKJswZo9ZuZPHQhVfTj0w8nYMlvJj+pBBd1OOK8keiX6HWrJTIPRn8hGm2zAyfjh78j1+AP9/DJez+j54kN+Lw2XK76vfapM9egD0H+7NwrQoiRgAWZQqX9e1cIIYqFEMXNndRBhUKh6CJ8L3+pvx/xmd+qyhcKheLYRl1jKhSKY5ajliROCJEGPA9cqmnaHjdiNU17QtO0Ak3TCuL3/LhCoVD8aNifv4S2PrOX/cj2T6FQKLoS6hpToVD8kOnMEPcvkYWL9kAIEQ+8Bdymadpn+zPUDcjTk6pFQtATkNFzGUABvN/rRPzYyckux0GLDBMhORI+6MPOMNa2LZMFuJsaOe4OWPinSTjwUkE25eRQwjCqSceDk/oaF5RYZWjnfGRetDzdgAlYAef4nmUlo2XOrxhczY1ghl+3Po2vxY7/pURZwu0MZBj6ZmSimQpkMq7uyHvCXiC0DkgCMQYXT1POQGTZrygOvFAMT834FTN7PEHrX3rIUOrNC3SjeUTKE+mf6Cj5Wn3zBCaPe52302+KScQVkvP8Eky5ZTHzxl3OpiuHwtKniMZXn0S0tJiNNiWNAHmITcT/ZiLDLnqXLSmDos03bJOVyBJk+BBLkFXJLgDmnQYsaGfrOGR4fj2yxl4F8BvgIwZSzkKmggBi8x6a4fKm57mi4Tlsa3bgvyxRJvWpA663yb70At6+CsbqYdyjgLXj5T5aCtjiGcZaRt7wMav/Oy5aqkwUQY/ZsBAKLltDOtWUdB8FS5cB8ZA5HPBBSRLcqAFChoSLImnbqU9X2MbpLGY1hdSSHO37YOAxOG/KmzSOSMZ7roNNq4bCzUDPAD2dciJbtqXIcPbTkCVyQshjqzsyqG8b9N68k9v73cEvJ74BS1ZEd9cnED8iSPakSs7lZS5/ZB7zuByQZSHs+DAlhfEl2WjUkxzZ8EfC80Avr/KGLClIHtGVDw3AGjhJvEI3oEcPsLmA+J1k99gm+9g+DN14GKHoxus94Pab7uCWCx+A540Q90V8s1WekseFILMejquHZDPYrGDrQceh7cbymNg2x+j9T+8G1RwNDpu/BKTTzEAeC8Yc90T6zwFQZs1lNYXkUI7LKkOsjHBOIwx9HB/LedrjnEbu53rdrhGGrvvjL9OzmMflZFFBtqkSiymAFwe1eokuIwx9Cotl4srYMMPEImC21MbqiZaNTEAuWTo+gcVMoYIsCliD0+TBhy1iux5XJJztfBbAJ+36fYb+PASZ/9FYzhQP5MBnvfJ5hksYSimZVBHGRB0uKsmimvSIbR92JrCUDiMPuyMjr3cR/a5KhYZBPXmXU6kmXZb3JEADKVSRGSmjY5TQCWJlLMs7tt9D7kPMMf3PgLVpg5nH5YxnGck04NeXXhkJqUyEImHi9bjYVpO+p/3LpU97597xTPAtY4c9AUfAS9hsJmyKJhKsIY0ShlFMAdXN6XjjHWxiICbCeHGQm1RGiXiX6HKUGFKRx88Qve9m+CYtORLaDzLM8WPG8qKoJqSdQj+qIokeq+hHAcWy9BgX0ybEHWAa7JoSR63VzQIu4AIWSF/m8xMyxRG0WiOJ4YylNkY4sxGO/ioz2HDrMHi+qq3tyUVw0mw2z5CJ4F7kfG7lLtzhWkyhEH5rtKyjEc4eGzrvwcmOmKRrhNp+x41mJaF7okkXmzNk4sI1FGAhiJMdMpmTHspulHs1/LHx+lQW8bYobdt3viObSrTbQeySx+k3vZIpJY8ycnEhQ4t9yLB8I9Gml55tkuiFMeOmlumuN3mtg8PzCHLYfGZ4RBJfFl/FO6xkOWOpwU0DyZFkw7HhvuF2IbixyeOqyCTdUo2DFp6YeS38H/AsPHDt9YRDJkxm6T+c8Z6DDkF322so+XAUyeO/YedjvdlZCM8XXsSbXy4mJ34dASy4qKdRv4Y42BD0E4Yv5dOPJ5Awaju2FA/+ikQWuafye/F/9NV2YyHAqrqRJPbyHHR4OMDmYCbhkJkZrldZRSGNmXKpaK/7vfS5oUIm56o14+3pwNI9gN3iP6hkbrY4P1fHP0IZuSw54xQ8QSduSy0XXvQka8lnYO5bVJF5SHMD4PE5mbvxDnoOaoCfwKZfD2Xw02uxEvheIeg+7LBbYDKHqCOVbCpJHvQNVgKMTFpFaTAPl6W+TRj1oZRzG9l/Of9kFhfzHOwmEsY+ImkNVWTiC9rYtD2XvhkVVPvSsdt9bZYaGOHaewtBXz03j4t5jn/OvZwHuB6QZQQ/2TqBkRkrcVi82C0+qkknPa5aT+ArfbEXB+FWU5ulGQZGUtaTxRVk6a+9qq2OJBNctvg04kbsYqBrE+lU44yTCVgb9ESJ/phlJOF2P3ljx7b6vXFkTfqSa1z/YInrFN5edSY5hevQZgrmfI2+nby0MhYJHwzp2vlUixfJ1abyzKRLWEMBLZ+lYHHtfXlEZyroHwJWIcQVxgtCiKFCiJOQ39rPaZq2z6rDkZJBndhJhUKh6AJ8b3+pf0aWpuzgN7VCoVAcQxy2a0zfzmAnd1WhUCgOjk5T0DVN04QQ04EHhRB/QGp8VUgdehyQLIS4RN/8Ek3TSjqwIRMedRczF3kmk4iHOlyUM5AS8qkgSyaA8zlo+ToZSgS8ALzhhzybVGcNwXgOzB99LpGbM78rglEgamaDFX7+3LtyNtYiE8mVoytpK5BRUhC9Z2KDpW2vgO24qMKBvLcCXFoEpWAOzIb18GzcxZwZel2qKRP1WVj6FbIEyiDADnyhW2uX+EaDnjgZQTFrfnkt/OsjSCuC2lXAPVADU3iLCa5lfHD56VKJXnCBXnJrPG0V9ON024babQZC+FvspMQ3ylJ21SATpi2JKFg+bFTUZUEiUkX4BPAuYc9s0dm6zY1E1fsBkAkVZEkVDyClCBrmEBgAL9nP4TVmyCNkFfpqscFEy6ElAYv0ufXq//v1eWoG+pLFp0xgGfOzBkkFN70oUhJMbIY/jbiNYkbw9o1nwrN6O1VI1Tkb6O2S4w4hVb1LM6W6lD0A8iGHctKpZrXHGGcRaHNkBEQPeZcvnWrSbt1M8OYBJMc1YuczduBky/nAtyKqLDuBRYtg6lQZNRGSyQRLVo5C1lEDGA7/aIJTgHr4xYg3yaWMHfc7+XXwaVyWerKoIIVGbDmypJKh0BiJZ3zYo3f+N0MWFXKXLNGbWLREKnF/gNPnfwBnAyfCBf96DWqQSrMLqdKlRw6VSEIwrHLsdJe7upS8mMP2HFj+FVXI6U4CjtsF2V/LAAZbe5W7vbrdXkF36wp3PvrpeCtyQmczERieAN36IZNDGcV1rOypyO9NQf8IiseNgOqjsxrxcPhL3c4iYNHgAtvMu/90FaXkcSWP48AbUQgryGYlo1kSPIUCyxpc1AFRBb0GN95mBwXxxTLBZCw3FkHqbG6b+ifmChOzNT+zRbukRk8VwWkBqLDCSTFlmH5TBH31v4fB+EnL5ChjuQpIgmsm/5V/iL0spK+8HVoE3Am8qtufUAQnIvfreiAbZtzxKmxr91kPkApPTr6QK0QWe/BaEeRr8LmA84y+Xwy3ZErbFbqN8eC4wbvn/ACMgAX9zqKYAh4U7e6OlxfJz8TOy41F0h3XIqOpADJh7f35HacCLICX0n9BMSO4T8SoDX+Xc/Dim7+OlrO8vkj6XI9uP4A83k8DjieSzC5CNpAFyTSwwH6+LItnlcnNZCI+F9Wks60sWyYMfWYOUIyf66mdrmdOewOGaJ+To01nk+hAQb8Jlk4/gbu4jQ9EcQcDBFYUQW8N5gheuQYZjVOl9335HNyaGx6+SiZta48bFltPx0Ud01hIDW5WUcgS+0RWUciGhcOwjd9BbnwZa74eDfOE9MMNyOOxO/BH4FfAX55ta/u3sHFKXzYhEyxeyePU4uZl03ksN43lg6+nwCeC/Is+Y3Mwk53zess53k30WG+BExYuxUtP9OytEcKYKI7P54SEXzBEm4ITD6ubCgkmPyDPnwL5eapiHkb0nQbgh4dtTL16EYO1aWwQC2Osl+LExZKkEzmDtxiZtIoWHJSsGiWjER5/WM7vNt1mif68m5iotCr4Tya3TbuLatI73ndHiMN5jSmOHzHz3uYb8Xsc9Mmoiqh2sKfCvTf1NYSJZBpZXVMIFVa0AsFfB0KmtoF0qglgwYE3UkZ0X7Y6woc94g/evmYCa8Qy8rRJvLn9PAK5FqkC1hSSkLLjoNVnAA9OEkZtx2nx8LDlt5yxcQme4U52hgbyE76kpi6N1vIeeLuFCXS37qGw7g+3pZYplrd4lRkMo4SqbwZjz27i1htuZyFTGZhRTnVG+kGV34rFyQ7u/OIu+AT+e81EXmUGbwR/wadVE6BngPUNVrKGfnlItgFy7WWUD8nhUst8Hqi5BS6DAj6hmnSSacSHLRIBdTBYCdAntwIXdfyZPzKTJxkdt5JVFNKgq+dhTBEF26qXRY3lQNr8G//HyIdKybrmS3afJnAFa3FYWvj06/GM7L8ch8WLO6OGMnIZaN8UiSYyytS2tEoFvyOVG+CP3MW5YjizboffuuaRevVWLAT5V8bZ/HLVG/LMbERGTrUAgzR69m7EZa9jBMWkxDXqEXxGycFQJAVjAAuXfqmRlfslXhzUl2WQlrsZCEiFW69CZ/yg7UaHcX/75ELkr4uiMeB471vOKlzAG3W/YFdZHO9al1DSnI9/e6JMPm0DUgJYugewdA9iMocwm8OY4uS8GInqQiH57LR4eFQM5tpd3/IH7ubtp88k9ddbeeXkafym9dG99qkzQ9zRNK0GOKeDt+48kM8bJTCyux3WbikUCkWX4/v6S4j6zD7ZB1b7VqFQKH6oHK5rTDI7uFmnUCgUR5FO/YH+fYko6D3FzLPKFsuyHr1bkBKZDfgrcDlSef6CNvdMSmkjHCe/ezktOGQJM0PJfAx4AtgAH91UyMNczSvjz4PjWmUJMO5H3lPpC2yJ6dme92YsBBhIOat/Mw4e1T9W7CdkBXMdnF79AZekP8MTw66Vd5Ei1cNOQtajir1T325NHX1xsI0PmAjnAf8icifVh53EAj8tOFjeNBb+B5yAVKGXAryPlOyXxNieiNQ0XwEKgRXEmUJYCEaDBAbHw4bxaIPh1aSpLGYKrX/vAe8gRfm3/6FvaKj+xry4iJTxwo9U7JMYP+4dcihnfWmGfKuhDjiftfY3ceBlJKvgVli0+Gypoi3pBtwg7+bvBhgu+9aAVDgakMrQRiD/ElL4L7mUoYuBkmpgF6w9eTBeHLioJ6vwS6oHpGN70IfVEqR+ZYZUarYJaT9Tk5EY3fUpOwF4FdzUSoW4xDBeB/wOPpvNjnvlmr0ZvMoUFuONi65n9OAk8KKFZUygYlgWO7v31lW+qXIMo4DN8i7qJaMfY35kAHXAMtgMTR/BcV83ctyUT9k+KwHPi2lSuTfKIKUi1wEbwQwhogqyoXDvRh4/Rg6GtCKonQO7YP5XMKYEBnyFVNS/QpYN6oFUzwcjj9mQ3qZhO8b+xvP68sjiG2DDo/o+rwLbZLr55RE+GHD11+2n6rbaK9vt/7fGPDfpCr2h+P2uG1QM5rhtsGTdOayNWWfkxUEpeZFSYXWkRspvBHZbMZn1dUf6esCRcatY/PhZ/KPpGrDFH/yt1y6E4TOHFcTNLGQV5/MiHpyUM5AqMqkik3Xk8cnWCfCpmQ/STpdz7EEqu1XI47IFPM859TXoMXigucDCrYG7cGuXYiHIXzS5jnUr6VSSTe17wHF3w4VFUtXtjjyPi4EngdDLwEaCmkWq3rFshB1zbcyhiH/wB17QSllLPpVkU026VDz/KGQEzyxkNM+3yNWo/wIqmiExHpKh5g63tP9MjH0/NIzoSSGrgCxe0EpZyWgqyKaEfOpfBrLukBFWD+ulCjcgq09u/grMA+Sxu2gOjTfkdqhwr+03mBzK+ZXI459adWTdeUnNMFlC8lvgviK5cQXwLlC6AXmWAEhV2HP3lVFXGjtF6X1xU8NAHFyn5VJKHuUMZNtCYMQGuHEw3F0k9+O7QKkfeQL3QX5n+uENOEvL5rWqC9oav3kObICRov3SXo/+KI957SZkpFUIWX5vItSuA95g/T1FpP5hK1AUGQ9AX+1cWD+blziXD7aeyiVaNRVkSZV4fXxUZfYAywTMQx47pwCfGlbGEGQrWVd/SeVjRVAao6J/czPNrrmcI0bsOXHUAQth6jD8P39IT/+9RO/jNmQU2zrgI/gXnKiN5pP2eVVOn0OJNoxfivwO7BfLx6VFlFz8rnzJViTPL2+T3v4rkF2EHV9kvX0sTjycIH4B39zMenG3/up4uKVIRnY9OgeYCgxHOmqjbKof+V2cDRVDAXT7sTlnsnFSzSQxEXggmp5h+iipzl+5KGqDkUR1qCRkpNpqwAXbMrF0oOL9EDH8pa1g8Ex3fA2WeLkGP4jloBVogNUvjiP//M+4xP0M/Ave1t5my+uD6HvmRsyEqWzOBsAR7z3oUmJWAuSf+ZmeF8DBWu0FHmIsfz35GuZxOXXBVCi24i10EHaYsXYPtClltT821OSS717LeJZRSh7aUoEYv5uT3R/iZAeZrs14XE782A9tDTdO7tt6MzkZZSxumsLYqe9hCQaY++EdxP1kF+urfkpW4aEr3FW+fowf/g6PDr+Kk1nKdaI/i8JTyclZR2NrMjtMTnmNexDlwwzMhKnBjefKNDY+05dzp8/ndu6kmnRs+GgkGQtBglj3WtJrb/vAKC17K3cxeeZS+j65kfEsw4mHdy2nEsBCS6sjUjbMF7RF1NrYtva3n/MoRftMkHnNBi6yz6eANTSSzJP9ZzL546XRiJxRyGuBgRCXuYsUVyPpVDMwrhwfdhlhp6//NlTuECasBHhE28JtzX3ZnCCYcfUn+LBznutNttYLkoDLRwEFsOCf8A3Sc3VDehgH8jU/Ha/v7qe9QjkDyaSKup/1ZcI3b7M2mE/zVgvLTP+htDWPxio3eIQ0nBbC0tPXocJtEKt0X2B5kYVMo4CrmCt6cc3/NGyZO+j5YJi0P2wmPb4aS3xFJIIhEBMJs4cvNBaP6y4+hIkpt2jk2Ndxdbf7+OPv74O34enJ53O9qQ9/3Ms+O2pZ3BUKhUKhUCgUCoVCoVBE6dI/0CMJj/ZfY16hUCh+9Bg+s9mj7X9jhUKh+BFj+MvWnSoVsUKh6Fr8MELck8TM1bl5vMgFPPjRzfAg8MYq4HzgH/rzCqLhXEYJrig5cZtkeMuFQFFfGSJZggzRbYJxG1dTMSible4xbHsqGy4DEm+AHSuQmbUeQ4a62/XntslvEvHwou8C+AXw6Eh4FeBlfD0sxBcEaXZbZIjxfODnyH68MAC0LZCWCbXTkeFl0/QxDQLORYYHfoOLevIolWW8SJXJYj4pxIMT6zUBHuNKgjfGy1DMy4GlzbJkUU+g2qgLtwEo1PPDvY0MdV8HXEaKq5GBlMMiPWHBdgAzJUmDcbKDPEq5ZO5jVM3NZNmZp8H/fhdNVtMdGVISQMam7J7YNvnTMsinRNr/zbXwaF856WMH48HJOJaTTjUtOHBOeZLnV82UYfTbkQklQsi2WpB2vwUGIlcdXCL70KCX1IvExlR/B8yFGrDhYwavche3MpqVPF88k5xJ5VT5+jFy9Md4cWDtH8CGn0qysPX30ehLoaVPirR3lSxndz4vMltz6Q3ooeg1kOjyk+jeIEODrkIeW9XIcO1kIB8aTu7JQ5ZrePXqGVzJY1gJEsCCh8RIsp0a3FG7mIGR0ALzQzB+MQz/Cnp/tFMmcGvS58UIbx+MjBMKxOwHIwS9BxCGh4ZcA8V3SfO1XwHnQ/JsxtdAplvvqxUZho7+fz95yOwqiKNHU6ssfWXYTgCtBwS7w6D/bZEJGqlHnh+Twb+A4wbDmrJJrCVIEAt1uAhjYjljCWGiHhdeHJGyR0bptkjokB6W7q3pxUNcA88sA2wyit4K5MJyxlFOTiSpiR+7LI1YZY0sc+Bb/Rlk+GyLfgyFkfnmhkDwhXjwG0n6fphEfGYfMXPC/Z+CFTIG1zO03yZ2ueOotqZTRi4FGWtYnjGWdKpx4I0ci1VkUuNz09Ig53KPJGKVEP+vINTArB5PySUWY2CXW5a1qiCblZNG84x2KSl8RiqyhJtR8rJ+UwZsPxc8YOEC6T9ieWMOiS/5oR60x2bDx3DB4NfY3iuBatJZ2X80b744nTJyyaEcK0E8OKO2t8VHlsJ4cMYsSdFZMoeUl1pI2bUJbd5sWAMzBr9GjT2NUvJYeu4Enj/7ctLjPtMT/9hlUrStmbBRPzFCgLeIkdzIIu/ZMcaHQ+UZDHthNoRAe349bIaz+r0qw/PdBbz84rlsJpN+VBHASj2pVNZkw/rBUZ/pL4I6yLO8zydjeuvfJTqvFTHohdkMYgvjUlcTOBFq7LLk17Jp43lo5zXkxq/Qwy5T2HB9Lqy3QUsf+fndN8njf9YccinjtUKiq5+4HniAQAbcp9VjIhQ5P8sZSD2pBPSyU9u2ZsK/zPCwDarr4ISJsoRd/lD6TLEzkLdw4OXNWzLgL9HuD2QTzYMt9KMKis3M/+Qq4k7ZRWvve/UtpsJvhsN16Mk7kd8DDcivsAZg20S28r70FQW0WcqW715LOTlcornIogI3tTSSTAVZLOZ02e8WiHvyRqy2IP6qRHmpUNVH2v52PDCeS558DKjco0rfYG0a93AqV2irGMgmPYWRibeYIsP0t8VDd7Dcez3BhnhpuwLYniQfDXLpQT5rWckY2mPHx3+1VZwhkGHt64FFc2Lm0MhqWoe85tnSzkIpVMsQdxnGG1tStQITJl7QSvnV1a/K7+0H5sAbsYn2JiIvEF6MeS22VGsFLJmI/eq9JHD8gWH4y+4FP5kZwkRl2TAwgyWlGYfTe1Ah4gCTzl/Ie2XTuCE5j+smP84pvMV9Z87ica6ksTUZ/9uJcjr7gKV7AKsleMCh7sbyrYks4eyHFvHHa/5M/f0ZLL5hCibCDLRswjetGr/+HXqwYdynuJdQTTp2fFzR7UH4AGiwsmb9GCwFzQS/iqdv4cZIsrKDxY6PhN4N/JuzWZG8id+cCRe89hQVJ2dT2Zql597yHXIIvdtew9JLJ9P8Eryxuz+jPtLoG7cRD06ccR7oJZMdA3uU29ofQaxYCHD5M/9knuu3vHzOJXAD2Pr5MBMmh3IaScGOr005NPm8Zxh0bGk+M2ECWDnztLfR6gR5rGaqeIT/297C6a7FhDDhiquXpdCwk2cppZ7USNlJs17a0oc9Mj4j7Nx4DmNmMVO44PbXqG1y8/J1lyDu3k2qu47Txi/jno/0EHT9enLVpXJBi5Ey14a85PIjr/A6WgVY9C6kT/qKbudpjNQ+jlzX5tWtZhglZFJFc/hefCYba/9xI2XkRhKPbvs6C7YLyAyQ3LsBU1yYcKuJUMhEOCSXa2TqpTZTqeOlb35Bsa+AcMhEwgsBUq/eijPOQ1r/mkhiOSNZcvu5b0NMKPrLredii/NzxrglDNbWslgIpvxG43eP/I3FTNHnN2qz7fKCvZ+/YcxYCTBi7grqcJE8WUNLkMu3Zpz5IqO0L0AM32f3uiQRBV1VwFAoFIr9osqsKRQKxYERVdC9+99YoVAojiA/DAXdKWb+dNV6PIVvsWTcKawP/RSyCmWprOXnIO8kj0Te8wEpy8QmRzkNNxUUM0KqnGyBtfeD+QZCCWAugEAG1JPKtoXZ8q79hcg76m/bkGkMRiJvhW9Eqs7TkfeVQsArpFLPNfaHmGu+Q+/HauAyGk3JmK6tY67pViqv+YkssfUusuSNNg/IhtomotKkURcoE6moyzJjbuYykHKe3z5Tbru8Dvq5qCcVEyGyqeT8p59m89P98OBkg3OYLDPWB9htk49vC6OTu2uyHB9joDeY2Ew61TDjIVm6aMcC4AIaSCYXWSYkmQZ+33o/57z+LKsopLbJTfLoRjzNTgJ+edewNWCF3WapBrUg1ZoxMkFFDWm6YrZFPpZfTDrVbCaTa3mIc3mJMnK5pPAxfNjw5joIYo2UCzNU1gBW/K02QiETOxsSIWQihUZuqLsf/MYvk7nAObBzNoPu3wLFW1icfxbsgud6XAFraFvKqwcy2iAeqRy7YfPQNNaSLxOwkKrfETQU9DeAiRCCL+ohqV7usScfvZCZjz0v8/eAVLV3QYq1hQljluLASyGrsRIghIlGUnBRRx0u3vu/acjkP08B06AgCXbB+HrIS9D71R2pmLuIJnEbBJwIoVQw1yMTvBml0OL1cX0EuZRRy5nAK5A3AGYAm0Fbl0bAV8sOewKVZFNKHsUUUElW5I5hAAubrAMJ/jlefm4X4IS4MbtoLemBNkBINetf+v7NA164AJ7+FT7sLOB8vDgiidt82CKJT3w+O8HdFkLfyTuTrY095H5pAZwayZk1VGT3oXZdP0jvB9UfyaRgN8vTLJsKnhowSx5boRVIBf9upNrkQiZgvBUZBdOk75hU/ZwrwnVrvZzT14h5/4dJxGf2EjPZilS43UA99Ai3kp5ejd9qpx4XPmwk4sGGnyAWGY1DAIfdizdDJoHhylh1zSGPqSZkZIJVt10DPXa1ku3ahqWXjJRoJBkTYRx4CWOigRTc1FCTU01DTjKALO/WUZmsRuBrZFvJcgy9W3Ziz/DTYpLHTyZVJNOAmTA7cOKmhuqcGhpyUghiwYZP3un+R6zhMcAKab8aef6kg3Ur9EuuJdxLKlTeOIecB700nYs6XBl11GS45b15/c5+CcNoKyZ9wZD+vaP5PhPkvPc278Tu9hM0WanBTSZVOPEQxkQdqSS7G6lyZxIIWgiHzIRDJgJ+C5+IlfDLn7WZGtvEHfB3/R8zWGsgM6kWU1IYD06mxi8khUZMyP8dbi/V7nS8Prk/g7stBD0O0rSL8PJyjHoO8nsOrP+C0ZetxEoAD07qcGHHp0f4yMSkrow61pwwRn6+2iXP/dMgdfhWpvMGTjxUkrXHFYaLOuLXByk+vgCOgxMKl2IlwLL/6eXnzEBvSMjcjr/FTnCiHarM8tz2IH2ZFSrJJthq2SObUBo1VJLN/A+vglPmyGMW6KudigMvORllkePSQoDaoW5qMt1SSW9A9sEj+9lACm21oiQceEmnmieEB+lDJEM0J5lJVYSTTNjw4aAFT5KT6j7ptGSmyK91w34teyGJAH4aSJalCr9FRoj9tkiO/3OiJWC9NmSC10zkdY4x0ZnwqlQr92QisFRGxnyHLFn5Hz2J42f6YyOyLS0T2WnDH55GJAvpMpnMbm/JsH5IxCrofuzQXYMWQeg7eY6bLFHl7UBU7uXNY/l97p+5b90fOWfas1SSzTwux0SYzLgqss6tpI7UQyrHFcaMmTAWAojPNAZfsxbtQoH4uhVbigd/VSJpQzdjx3dICnRxcAS5lg3cXfcH5l5yB2wE7XhB+qSv8Lfa8A4Au/5dcSiEMOF5Mo2xs94DDWYzkGQaqWzKIj2pGosrSG2rm55x3oNWuAGc1HPlMw/yxGnXMvjctYzkY8qDOdgtfkKYSIuriUQXWGmr+u0vsZuZMA2k8NS6WTzVOgsmADdB1r+/JJV6Pnn9Z9gm7sC/IRHSA7DbgsUpf39Yusu2rN0DkSRlJl3lNZLKuagj850NlPsGs37VT8l5XGOk62OKKWAiS8gTvyEb6aH/Gt7GnaY+kTOzG/JyK0Ubwq95GpCRSiZCWAnSQDJBrNzNH/jVi6+SesdWnPNqucwyjyWcwqXLHpXHJ5vZyvNkfFvPZ9oVrKGAzWTSSArVvnRaSlPAAbY+O3DEy7EZ34Vmc5hr4gZgJcAri6dxXt2/yHWVsX7rMOqXZVB9Xjr+Fjt3Ft8F3cGWvwN7Tx+WOHllP6R/Mdb+wci1PiDlYwuYLGHCmCKRJlX045e3v8F9d8zi9/c8zBV/+DsfMFEeXyQetMJtkBzXSBgTX3/sZljwCzZpV7BQCKZdpdF36MaIDSuydOqBnmMmQoQwkUqd9O2PBRAPaDKgeTr03SMpeJQfhoL+3dHuiUKhUHR9Ij4zsP9tFQqF4seMUtAVCkVX5YehoCeLmdoAqMfF+q8L5J3lE5Aq3vJsZLmwiUQV9BByxUQy8i73G7ix48CrjzgVOBNC0BCfgGvWTq6yPyrXb5QglaF8ZIkXqpB3jjOBj2Ls25Dq3CtANi5KyWMdc0MgC0vZgKek6mqFqSwi9JCJD5hIyaZRUsn/3eVSgagCek6UiqEZYKgU63si73RnQip1UuHONmbnMdgMO/R1txNZQiZVLGcsc2tuY+Qdcm11TTANf4s9qk7ussNuEV3vqN/VD2OSd5yMSj9UAHPoRxVeenImbzCMtVwd9wjLGUs2lQxM2oQHJ674OgLxVr08iRVf0EZwt5WA3yIV9QYzuZTxAae0WxP6LOnhauLnBVm582QIwLWhJ/YssWU8d495NrX9P5ACj7mu5BNEjP1X5NN9+r/rYz5HjO0eMY9kfXe7oV9+LZYhQRYxjWVM4KmPZ0EisANkRMUSyIDhp+r2hsDM6udhEnIejTXig2Vppxrc+LCzipGRNU21uKkmXd71SwQZ8gCMTZK7YCIM/ycwAHak21hFIdWkU0kW68iL3An2YZdloioy5PLEZKS6Vw0Jo7az4+Q0XQHT5+RU5PE9D4opoMyey8ucy4bnhsl+f6uPwUhf8IJ+LF6PrCYUAv4LrTf2gAdhe3pCWzXuVLBl7pDnEfDK6IvlMV8MLG9GRoe8jFQ1J0Kavl+2A/51yPvCr4CtCKfPI/v+C/R8Cqnw/P1w3Q1QAKsojK4vzxsDpY+CKALtLmRChsuQviEPeQ4bZQfzgDnYcbArNU4vffjDvlCL+MyfiJn8EjBDc74Fj8mpRy8kU0E2ZeRSRT9qCWBBlhbykEgNaTL/wvZkfP3t8EGRrkQCeOVx0QNZ4swKO/rZKCUvEt1Sg5syclnLMIJY9NIzFhpIpr7ZhX9botzHf4TUlXXwUhGcF6Oi31IEPWbDtUBP+LzXEBqRqvgOnGzQbdeQFlkL2UAK9U2pBKvipejXAoQg56JyqTZfaxhfAXOKIHm2dP89YHn8CXhxEMJEFf0oJY8S8iN3x704ZL+rEqWfNvJg/BbSfdV7HC4OWmQakQxoTrKw3DQ2sr6/kqzI+WshgB87dT4XLVUp8lz36Lb1QKr7tHp+L2IjDIaTGl8HU0DrB2VJWZSRSxgTjSSzlmGUMAwTUnHw4KS+LCNaOm+3/vBAbdFzFGolxJZAg1Ww5TaomE016TSSHFnfH+13EH+rjcaK42S+kyXfga2bPJ2GQH1VBv8ouJ5TMvQyY9tizDOITNbx8fEjpbo+ag6frimS3wmX6f1ILIJLYGd+b6nm9kZfI66PwSNtNt6TTPCr+JjSa5JsKuUaUP2YvURzUU06H3w4SB67vZB+pifR8n9VROdfV9AtVxvrggcRLXvaRAHFkUgCgPFaIV4crHnupzJirbv+cOr9rdIf2/W2PPJ/19/qO1gX2UQYE4uZEp2Pg0ZeA8kIkvaXd6m4qWUt+bJP8w6xjR0yJ8uhKqldidgya+lUk9W/kmrSD7q8moG9p49cNnDd0Lt5cNPN9M3ZyJat2fRM8dBSlYKldzNZSZWRtcIHgwMv1/MAj3A1U1/8N+UMZEavF7CYvNh7+jBlh7HjiyiHB6uiOywtrPzpyVz6+aPMv/AqvhiXSx6rCWPCGefBluSnvjX1kBVugHNnzWd57iTEO9/BY2ZMc8PkJJXjxUEyDRAHfuwHrHDL9+S+Wl02jtUbx3HFuX/niUeupc/VFbgttdjx0UCy/B5plcessbY5HNLXKOvPkevksD4+/XV2m6ECsqZ8Sda3lby3cBoX/vtJljIBOz603wkerZFXLYaeaJQL+46Oy4YZnAZM07ZQ/3QG3fto/G7S33jxp+ezeuto+K2ZpQsn8PxHGmQH6On0MjFuCVdXtoI5TJxV3ol3JMrInjBmglgoZgRhzJG5CWKVjV2iUf91OvxZ8BSzYAbMf2EQCfNlxNKfNt4rvyMGBUhI2RHJkeC21+AoLCeMqc06bEPlBkia6SPryS855/WF/P7MP3PvX/+E+Fbjur/dzSKmYkqqxz2pBh92PDgjZXGBiPLdPt+DcZyZCMkIXJ0P7xhNjfiUJ3mEmVM1+uZujGx3sAq3QQALYcz0f6KGc654luuee5z7NDOn8BYVZEW2O9QygO/WnUq6q5rZ7iL8f7OR+bcqbmi+f49jPZYuraArFAqFQqFQKBQKhULxY6FLK+hCiKnA1Ow0OC9pvrzTcK+AR5thery+lbES4yngHOB1pCpXgUwFHg9MJZ35TGQJc7kDKQ02Q6KLKvoRTKrhGh5iFYW4bq/nZc6l/vUMqRRhg19myia2FUkFBeSdcBMQuBz6QCqP4aYWhgSI3DuzFeFlOcUUUEAxp/Iu/ahiXc4q1uQUsGbTGMgPEWcNRJVtL22zTevZ0d3U4iFR3pkH5DrbLdjxc9q3y7i713Xcsu4BThz6Ppe550UyKGZbfISTTG0yEPqCNrm+r8Wur1M3M4XF0myJYd8MhEj3bcP6DJTtGh7tl/H2vlTu2P9NwIew+ORKqG2z6BH7rqBc+2asnY61H2vb+Nuw2e5/az5kTK1GLi41uAwSZsvdnUBUJW/fZ+P1BP2RCrhha3oqpeThok6u2zMDO/T7o/0mw+bJMGU2C+49i2e4lAKKAXgrfQpldblYbUGS4xtpbE4m3GQiWBIP/0Uuhc4HPn0ZLjwXeoLzEY983aYfPqcjl+pPhYdPvoxq0rnn69tJ6FPHzo29ZTTARqQina//PQN5fHbX9+M24H3Y+bPeVD7Sh/K6HKRq3CTV9bshNAoe4WqWzT1N2nlJt7F8G5H7vykD9HwFyLwPfuQafm0OmIsgGxpJgbchsrb7TbDf44NhUGIoNi1AqR95Tn6EDFUYDrwMtbHrcJKQUSiA/x8kc7xcu7MZ4K/IMJLfQEqIhoye1OGC2kXAaVD6Djh+A15DHdqAbDw227FxDMrMxBaCNFpT9LQVP+zsahGf2QvEqNl73S5u+9Vyrb8Xed7tQGb/N3JHDAL6oyuRJyH3161Q3CSrCACi/97s++DdCdKOsfa2N1K1NHgpJCOaeoHc302AWcoJK+S2InUv9t+aJp89um1DEYWoVHGiRjaV8Pt2nx0IfA0Lz5vEz8XoDozXwX9Gyb5XyC7hJPpNadgvhum8wYOVN7f5tJUAvA5i7l76/uzp8rkKOfcpEBHTYmWWTBjGWui3EjYbx/IXOOgNCyHujo7sN8CCoVKtrdBtO/W3DFlHF6Ku0OS6fcxvQGgO8jz8iEkZzdAMlWRxizA+7KXdYnXJsCJI6QZnA48C/wRKZV8/eK2IyWe+DsuMjQcBQ3HzDl4c/IVbuEO7nU+NCIEPiiLqOBuBi/et7gZbbiOtcDO1Vf30V6YD4OYZ3NRwn5ZCGBPPMYX1NUOZfPLrLGuegP/BRCjam209mieRSI4AOlCJz+VlRmvy+/WmstMYn/sOORetY9OHQ2OiTdqTDYwExwBogWQ9T0BbTuNUZnE1D/PKlgYSejeQZynFTJg6XGyoyYUSq3Rb5UTUfjxEv8ucgA0cXNBOBR4O2Mimgmks5AnHtQzRpuDEA8AmBlK/KkPabR+x8B3SNzqR3+U2sMvwwh88hr+My8qU12Nmjb79yyNrrQ9GLTMTJhQycdklC7juxbs5P+dpiikgJ6OMxtZkTNnbsVv80W0Peg26iZl/fZ6VN43myebfMCh+Pa/VzKCvezMAPe1eGoLJOC2eg1a4w5iYzhtM/Py/3C/OIFlrYPjCMhii0bN3Ixa7zMlhjZPq5KEo3F4cvPLcxbwy72JSM7aSO7eMCrJpJAULAer1/D6x2bsPWOEGbs29nYW5U3li5bUMufpz/Pp65kaSyaOU+7mBPtZNrArJIEOjEE77FbTGWdN+Bm8rgXS+opFkXps2hbnchh0fPuxc+c2DlDCMgZRTgxsLAbw4Ioo2RBVao/KDMW9LqGMGrxL4tZWnymbxjO9S8uylpGcs4ck3ruAnfMmIcSsi1+/LW8cypH9xm30c1KO0Yuc79vy348PT6pTz1L+I3KfLGCle45ynP+XGKfdSxBxMSfUkj24kiKXNWvCQrpp79XweHancJkLkPLmOABZyzlzHMP2HxEv3Cs6brtF39EYCWCn2FeCwe/ewYSjf7c+J2BwAJsIEsGAlwP/xN9Y8PIY/XX3bYVO4jfYuu+JhvPTkwoueZDFTWN40lrSkmkO2aTDMVUIDyaxkNMuaxhNsiOe+nFk8wPV7/UyXVtA1TVukadoVCT2Odk8UCoWi6xPxmfaj3ROFQqHo2hj+UiTE739jhUKhOIJ06R/okYRHu/a/rUKhUPzYifjMY6NMsUKhUHQahr/Udjbvf2OFQqE4gnTpEHcjgceggh4zb+YeVlFI6iN1lDwyjFLyZEjWGS7YUATfIEOlnbfJGJWW8fI5BcgaTjp3khWuJO3kzdSSCVTAjo/w0pOljGciH5BFBTW4mcJiqs9Mp+7MVOr5CfXriCQeavPQE+7QXYbElZNDnClEKwBV4N+AAy+nV3/A2vTBrKGAhUzDS08ctDA+5x29NIAzUj4siIVwqwlfi10mWdslpbD0cDXvmk6NiTSUIbvJNMDzcHPgQW5ueVDm3YI9Q8TbP7cPRW+Az8blw6INugG9pMAuZBi1EYIeG8lkJFzbV7i7sU0/sJ/sQ8avRvHG20g80S/D5xv1ZsNES6DtLcy9/RggEq4n+R3wHeTDS0t+wcNcTS1uKrcOhG3maEIg+cFoKKgTuV83I6OjW+Tc3HfFLBmuObibfL07kAdbT5bl1z7YeiofmCdKG8ussBb8u3qwrXeijBAtQYaHe5uBJfBpM7AFnp8DNxbJ8KGXgN8Ca5ExWOdBKB8yqeK3Z8+DCbCzordMZpam99MJvN0kP1A1GNY2wYwk2VZ1M/A2fHAWDaSQ2MtDox7WzQN+uMtGWXyODDVeD9wWu2deRMay2/TwdjPgheUjgWZkOpRBEJpDXPKNeCITWC+fKt7GEjeIHcfb9BD0OVB7vT6wF5HhpGZkHayT9M/59UcTsowdQHYkXCya0EomMCR0OxVk62FQdcisd4V6ePtE3Y6R2FEu2ZAYIdUTgVVY9XJaDASKY7f74WH4zGEFcTP5du/btfa+d7+2xmofY9v5Mf6EROQ8zoMTfgM1IAbP3veHT91/AqpGLYWeoxpoIRW5PyZDdgD+vY/wdoDT9287IXAlFgJQrkFWHvKkDUE68Cl7CW/X+fmBJc8KaBb4A7Lcn46J8L6/VfcTum2Qpl1EBdnwK+DO6OtWgvu2f8GB2Q/e7qKMXLgOuBfQy3K5qYGA9DkJgUfZaX1870bW6m29XwTMgdKbYGwRLJ8D+Rp2/DFLsjKBCtKpJp1q8po2cVfSrVFbew0N7xhLT72M3gnAcpAJWx8jlzIKw6uZZPhiFgOL5eobw/dNLIIl7dqbWCQT3jEnkgTNRR3SKdQjl5RNI5/rcFPDL0W+/sE50Sh+3ujY9gl6mbTa5sjSmzAm3b7hiy4GniWdapYxAfrexU7gkzaGFsb8XQS3EC1HCbKNJYB3jl7e0IwMra9AJuWcSj4lLGEicY/uYr1YHGNv5R5zvC9Sn6nHZ7Ijs4Y+cFCf7UoY/rJbwdCZjszt7GxIjIQOH0qo7FZTX+LNQTgLxAPfMTJjJau3jqZvRgVYoL7ZBfFgIXAIidaCiF/t5n3RnW6fafQt3EiWuwJPq5OecV6sBHFaPJgJH3QZMYBHnriB/Cs+4/j/aAzhc86atoBVFJJONTWk4cF56EnWdLIu+pLKl39CMo3kUsZmMkmhgZ56Arwzx7/Nso/kt7lxRXCgRZxuGwXzPr2cE0YvZSJLeI4LyaYSLw7KGcio5s9I/a4OO36sBCKlzmLnx0Qoknw09nU7PrjzHFzH17FmayGLMqaxZt0YsoZ+yadfj6ckJR9HvJfyYA5WS3CPz+9rH5QG86i3uKiok2Upp9vltc8J4gqWaJMxEYok6ARwxnloJGUPe/tKbBjCRHpcNVP7L+JKHmcel1Oo9eFCcQK/+rtG32tkCHqNz43T7tkjYdu+kq8Z22zaNJS+ORsZzUpWUciv/vYqd2o3MomFlJODiRCZ9s14SOywr/s630IxCeUsBBlBMZargyxnLCubRh+WEHSDp8pmMST3c7k0yv0WeUmlconl98S4Rn6v5lQmud+FJLil6S/kJZW2zaUaww9CQW/Z+cOvt6lQKBSdTURB37n/bRUKheLHjFLQFQpFV+UHoaDnFthmZoUrCZlMkfIhYUzUT8iQiWkmI5N8/ZFokiOIqtxIRcC+K4jX7EDKmSuAMTjx8LOKT1iXnYOZMJlU4cURKYPhxEPm0CrCmCKlhAylOxC0REqY9aOKeVxO61s9iJZ7e4VkGuFfMIwNDGvawM08GB1ge2V4X8+rwXueA66NvZ9olirFZuArpMJtqPuGXUOJjlWz2z+bgVRwjttBe4V7V3wcPUa1ygRSdUh1O9TO9oGMoUf7O2RmYCJVvMziy3J5iGtYLfrDgj5SCM0kKmS26G05iJZIkztHUgXfvuiQSnAEB/AOnw8ZQjEj+GTaz2Q/PPo4XPrnuxE9CzzIZFMtyFu3dUjxYRTUX5FK3GW7aF3fQ4pxG4ALZTKlECZ40wzX+pAqTR5RVcEMnInMoObV+2UjojQDpOl315bEjOkB4BdQHp8ly/pUAUuBV5cAE6F2FfCOXvJNzyy39iQgCV79h25kOFBBQu8GvPTEFhebAO2v0L2IteRLhftNvWveZURVZ/SJiGU17Uns5ZH9nwG8arzqIoyJCrL0ZCM22iotscdZbHsGDuR8rcZMIX7sMLUIFhnqlA1aBOXk6P9/oz8vQqpG7ZNaxd6xNRJLroiMz4cNxgLFP1z1HKI+c8QwMXOl9gBpIpqAZLA2jQKKIz40iEX3a9ZI4hrj73SqScSDI96LX08+A4WyVN4OaNl9B0GrlTN5nWViFXxURM64dVh079iRWhBbViqTKll20Gsjum+Gk9z7G2iBbzWp8PcSNwIwUpPlbAJGuZh92A5jIpMPpEIVEsiTOARcBpkB2AVfa48TxsQAcTkjtIk48dBIMraY4729TeP/ECZGs5Iq+kk/FYMTDwRgg/YMtbg5WZwKTxUx4tcrMBEmiCUyN7H25P/SEQWxUMhSqdp0ZD8E67XnGSIuBOR+NREiiHWPeQ9HbEfbCmMmn7/JRKJGjjUqAF1BrwFGwM2We2jQkvGQSD2peHHgxUE16dRvdYPHLKOQdgDlMlkk24GWIj1YoRpOREYE0Q1oxE0Nuc2bqEtKYCilEYV4qpYbSURUg5ttYoF844QiGQUXIhKtRndIS9rIUEpZ5MrQLZSCrYg83MT/K8i32r349LJ/9aQSwsRKRrOSMXz6tUZO/+mkUkdpMI+dn/WWJi7tBqYiSAM3E+V3tz4vMAD4B/ms5acr1lOrlePHTgVZ+LGzmUxWMpp3g9sJ7r6G/PgSakhjyxeD5Mc9QEs8uIogAOlMkPPDRcjsoJlgLiKjYjYZxW/SqMljUarsUIeLKjIj5e928D5B/TokhClSRknu5xmk8yaZbGZb+gVQPQ+4AJhDRnU9v17/Imsmj2CsViKPMaCCbCqR3zV1uPDSM3KtE5vQymgjftVsLIUBon73h4nhLy0FeTOdFg/+7jIR16GUkLPh4yHT77j0ufk8wtWcyFKqSZfqOTLRlTPegxMPQSwdllfal9IdxEq+ey0/e1yjT6G0mUwjjjhv5NwMtloIRVRtqXC3V7ehA4U7ZOI/V5zK3dzMidPeZ0NrLusrfkpOzjqsBHBTywUsYNZlT7FuvozfrEPG0nWUaK0jpgI3aP/Fe64DOz7mNV2OracPsyVMAyn8qnkB6ctkkl+jXFxblTuaMKz9XJkIE2Ilp/IuC+rOB5eMNmokmfLmgbjja8iMryKIJTJXe5Y5pMPXQCauE6dopLKVPhlVzF98FW9PmcDjXElq/3oaSSaMCUcHh83+IjFclnpMhBnqKiXVVU8NbsKYeH7Ld2iXduPaZx7CQjAyfh927Pj2sNtRREasUt1ACsWMIOPhel6dNYM7t84hOVzHZXEPs4RTMBEi215BAykd2t/fOM7KWUAxI5i/8CpOmLaUR7+9lCVMZHnzWFkeFKhtdZMc1yhLYR4kdvz4sOHFwfPNF+H3OBiZsfKwKdwGJ+a+Ty1uRriLqcXN5mAmTovne9sNYMVEiDhTiGVN47F0DxL6zrTPuejSCrpCoVAoFAqFQqFQKBQ/Frq0gh4pGXQcVJoGU4ubatIJYiGLSrJ8D0fu9BplxAxVyIedABaCWPEFbVIZAFpeSCGq3vlJoRH+DUPZBDthQujTPRXo7rRVjDtaz22C4HQrXNaujBg+qXBvZs811kQ/u9f11sbzYKghDdqoxOMJsgCGIJWQeqIKOuxdRe9oDBFi74gXUWV9nvIrc5jPpbzbdCrBhnh5wz8eqTR/h1RQPLqdnrQVXR2ACz76Q6F+l/8yZEm8EEwsZCWj2YFTqsRr+oBTgyFCftaIgDDGZCjbu2JeawB+BeUM1NfoTAPeAV6Hh8/lAz6USlc+cGcT8p7vAijNRtbzaU8Ha5CzitiBk9Z7esQo+HOgqoh15FFJtj7mB5AyUlU7m6/E/O1lD1LkuhouCcF8Y2fMAYooIV+uFS3eAGsGI4/dFe0MGBPeXon+AgCnxYMXR0QtiR3qagopacoH/wrguA5s7J+ecV582KGAGAV9EZ6m69mUNFC+t4cSvz+MeTJjIShttBFP/bAdNgzNlep6ZC0nRFWv/eEHHJjwSBt9DrKLXRDDZ0ISaeIantAquULIEiQbxEI27Pvjbfh7qJ76ygxkVALyedBweA56dr9df22VfDppDpsOwvYa4EatmtaXeyAjTP4KzCE5bjp8FVXODVaLpQdhHc7VGmVEzXyQ5TcXARWkulvhK+gvroz2RXRQQmw/rAdu1pbElJ40A4W4WQupMFhcGt34sjmsuezg7Pu0i7iceUTTasi1xC7qIIOIeg5yvx4sVVo/BlIe4wJDQF8y+RAWwy+n5euvh5FOtqGtgaeKZDRFJvQ8sQGmQktpilT8x0Ncwi4msoQH829Gzk0TMIZU6jF/BWkF1/NfbTGjNScBrFymu3y+LAJngBxtOpseGirV87XIechHutYUqY6NZiWL0s6Wn0ucCF7IbKqFx6DXhW2Pn+hYPmaytoO3Ral+vK6ELbdhc3qxjAqwc5sLPhf4sJNFBdxXBL+fAwyGlDFkcw/Mh7QTOyqNU8VUbTkmS5g3Rbl8qVKWxgTw7nDQuqIHZMLYwMcstk6BE1zwKUAdhB6DEmg4ryeZVOHByRlibJsWRmh5DKRcV/ejkR2Gim5c89jxcSrv8kn+z6D6G2AD2Ipgw2zElNl8oc1juDi3Xf+9TNYsZMf4z/a2/dilklYNhYWreXvwmbDBiHb64WH4S3N2OlaC5CWVUtWaSTjOWIN74Msr/djx4ORinuWDL07HktlMalI9w1hLGbmR6J/61lRg/+u4oa3SfU7GAj5onUjCJdtxU0MdqZQ05TM+aRkAU1jMQ3+6iaq5MsCvSX8c6DruaRfCz2e/A58Isi76kpycTXxaMxq720cDKdzsu5u7n7kZ+zO+NpFSe1O45WtRtbsPC5jOG5SRK6/j18czctwqNjEQB14GxpdHruONkmLt2ZvCDfDe4mlMnvI6o10rWVk3mmxXJf/mbKbHv67/RrDpsbfRddXmA92/cZA/uoRLeYa7+QPeidt5gOs5RfycO3d9i9PuwUQoUnLsYPAioz8DWGkkmVvFiZy1QmPk6I8RP9Po2+461dJBOTJjPPvCjg83tZw66z9sWDWMIYWfU8hqnto0i745so3NwUxclnp82A96HCsZjYUAl017mGfqLuHTZRM48dz3yYyvikQkp8XV0LgXhf5AsRIgM74KR7yMHKkJph0WhdugxDcMh13athDEZak/JMW/PTIC0EKuqww7frw4SLY3REpid0SXVtAjJYN67n9bhUKh+LFj+Ez2EgquUCgUConhL00JjqPdFYVCoWhDp/5AF0L0FkK8JISoFEKsEUIsFkLkCCHeEUJ4hBD/3c/nZcKjln1tpVAoFD98vq+/1G1MFUI8gZ5xVaFQKI5VDtc1ZnjnDzMCQKFQHLt0Woi7EEIgayU9q2naefprxyPTc/0NsANX7t1CNIFHQZaYOezODQzbuYFpgfeiG+wvNDw2GVozhC4B7gYYhIzt+0KGFm8lmmQtQNsQ8fYh4e1D343382AqC5mfvhiqoyHIASwyBH0wMvlO+5ruB2K/O9ADXNSDIykmmqyJOlxsvNLHndxOMQVsumaojL/sjQwPdBPdyz2JJNnhO2Tenu+ARPhikhGCZZRlkayiED82Fm06W87dM1XIhGf1umEbHYe3xdq5mFV/KKSO1Da2WQbVpOtJgbJBAFop8rAxwuZsRMPGvUT3HdFt3iqiTk9iFE0OtgXWwlImUEoeLEOfO6Oslx8Z0m2UujGStoWAVNokceulT9+fG2iZkRJ93QMlDGP+uqv08nNTkSH0TdFt2oQJGeHz3dpOVYoM22GbGTYbdfKOg1o5/8sZC7wC2u84FKwE8WPfM1yvGoopIDg+HplQbm/FHvZv34eN9pE6wa/iKSvM1ctLHGo5Hjl/QSwwjJgQemAtfDxpnFwesUfY/4Eij90AFll17ShxOPwlRH3mcJOY+cUJs2EmzLyVaEnC9uUV9+Y7Q0AJTB3xbxb1Oxs2fwGXFkEmfLMCtIzZMm9WOtFlHx35xb0lkASohROveZ9Prv2Z/sJlpLKBuhWgDZgtfaabtn74QJcdvQCMgfy5n1Hyl1xI+R00rCOVOppWgFYwW/rlhJi+72uJUftnkH52Ygjpn84EvsPBx9T9HrQxs2WuyB4d9P9ASl++N5sdk2yyGiE2pK9qoidemq4C7VS9/wdiu/0+7w58DJvHpcEZyEqHFAF+3LzAusdAO3u2nJseMfs31oZ/tlxBk4BMDOeGhsKelDOQlYzGi4N8SuAnIOPeB4GjDym+RppPBC1/NpyFPKLN8Ot7kN+978yWx1UAtl8jd07L+Y5IsjIj9DWMSSYGytf7Nh7YDaIGlqwAX4/Z2EYhl91ANIFqAnA/smKZkSDv29lQrY+tBzAS+TWVAH1v2MiW3wMTkqA3JFb7+WIeaKmzZYh/AfI7faf++Tt1u6X6vHlnyxB9w/ZP5euBMEznDf5x4//Jech2wfgi2DqbctFCDh/Qpwdog1+TX0899Xk/f/aex2lH+383uO96nD/9825YdBxMHi6/OjfDZ8zGLUBzz5ZfdS7dRg9kzrr2tmPPZ+NYSoCLeI7Z590NRUfnx+3hvMa0FOTN9OKgsTWZ5DiZzNCJJ7KA4EBCoS/hGd5kOh88fTpUQf4dJdSRyqKysxmS+znjWca8Nb+Fc2DZ19EQ9ANNtHZbCYidGgDV4/xYCDA6aWUkUe2Lrefzxl3Tsd91YCHosdcDFgI8xiJszR7CZ5gYQTGLmqdxlvtV3vWdisteR6Z9M14cBLAcWgj6h9O44uS/4wvacFo8nDjufSawjHo9oay0bW0Tgh7b3/2RPmUFKTSy3DeOfi6Z2HkWD1OPCxs+UmjUl9tZIuHVBxNmXUEWrzIDP3ZmWF7jqcWzeO9/GoPtayPJGg82LBzQSyKa2FQzkBPdH3NFeBt/jbuGe1r/QNwp7X8wHDqNrcls2pYLfc3cp83ijuCf8FvsjMhZEUmy1s9SFUkSd7Bh3cbx9NS6WSQP+YbR5y6OLO0wwv+rfP1Itje02c8Hily+LC8eapozccZ7sBDAbamNhNAfDoxScHLZgUUPdf/+goexbMBKkDJfLg67Fw/OfdrutB/owATgO03THjNe0DTtf8bfQojx+zMQWYPeuzO6p1AoFF2G7+0v9e2mAlP7i/1uqlAoFD9kDts1pik7Y3+bKhQKxRGlM3+gD0HmAjpkIgp6LzGTj5B3qY0EYdDxHeS9KTduCFjjYASwOZp0IYxJKjWxCnd70bMj++1VIhMMZBPUxo4glXpcWGcFeZwreYsprD/7p1JQuLcZpsfLslq9dVsaUcXCULFCwArY9nSKTHrknRM1nziVcv6LDxsfM45tH2bLWZ8YMwaj7JyRZG07bUvRbZdtbp6UqSdxO4mIyp0CVWRKhfI6+T88GzO+EHtPDtM2UVcVmTKZGq6Yj3/BDpzY8MEC4M/Ahjf0Nw27fqQcYWDsO3N0m0zwkKjfReutb+OHOnhv0zQoRibiiezXeGQytFSkmh2jlkfe9xJJbDYo5i7u2zGb+eW40oZupvb4BP3NwbDfu3lNbf916s89gbRzoXYO8A00SgW95OVRYBsF/rr92O0YOz582KVKH8s3sv8MAfrYoGRAu+P3wHDglUnWstq9UQkfF46lHhcys+ChYSIk73SPb/fGl/DphxP04/Jgk9AZTATexY8dW+aOQ7ZyGPje/hKiPjNbiJl1K8C1mX37yb1F7liBSZAzolz3mefARJkQbBvw1VYYXg/xbqIJLzuKYGrvK433egBuyE0r45O8n0HpSfCbPmTzX6qAqq+gsAl5isKe/d9XxJRe1pEBkNOvnJLEUVK5rBpKP/5NVQgai2FAk74de5mP/Snd3aHP5Cq2cRIMs0F3GzZ8rAZGrgBXU8xnaPf59hFS7dtIgMQBfmyDd+AXN8kEhtXjcfBnVoVgzEcQ39jB3OzNdvv/kyFzSC1xx++ilZOk6tvHhh0fXwBDP0L6o/i9HBvd9fcSpC1SIaWmBWf+GoLxUr9zNTdCWgg4DhL7wGlg3QVv7YbBJTC4hmgUwGfI794eyIi2Ruhds1OOr+fONseNZgVvgoUyU6509wySvscG7IR1QPMumLgC4nfrn2tCfu/pxx1bgQwiajOBmOOyB/K7Ih+ye1WyhYlSqU+RfVwGNNfD+M/0z7UQdempRBO2WvX3DbfbI/qwpsOIUWugQI/AOAH5c7NSxoDZgON2QeYGGTsRbwazGeJ7sH/1XI/wSPlfC1nHl1PJaVLt7wN4pP0koE8N9K2R38i27u1sd9SGsd/Ncoz9Tq7VIxgmsmdZyyPCYbvGtBcMnjmFxcyr+y2cCVWfySuYRqJXArEKd0faXzyQphXCaQH+5x7KGN8Kku0N/Cf3VK7h7yxiKq4RU7FV+rDjx0qA9qXEYO/J1m6beQa7/y5IDDVxNQ8zn0v5O9dyJq8DkBpXjw/bXhXufanb4VYTb88/k7/8+nqe4VLebJrOJUnPcBtz+an9c0AmwWv0pZBsb9BTBx6cwj325AXMoQhDmLUSjEQ+Wghgx08yjTSS3EbZPlCVu4FkLAQZbV+JHR+l5HEzdzOTJwnpETdGaTsz4YNOUhbEyuXM41r+zputv+CsKbKsmCzP6du/gb1gJGKc5H6XcnJo/Pdx3Dz+Lwx1lXKray4PcP0hKfPtSY2rZ3BGGcu/noSo2U0fdzVOPFSTHim9Wt48kNT4Ol3ZDR5Uuw68BLEwfug7FPsKWMoE0u3VeHFgI4SVALn2Mj2iMhgZ94GSTCMenIQxkRtfFonm+L7z355GUjARjlwzW3Ul/fuSQgNeHHhwMtBeHin359jrb6gunCROCHGFEKJYCFH87e6j3RuFQqHo2sT6zJ1HuzMKhULRhYn1l6FvPUe7OwqFQtEGoWla5xgW4hSgSNO0cXt5fzxwo6ZpZxyALS9Qflg7eGCksEd9GdWuale1+yNrt6+mab0Og529cjj9pb698pnHbrs/prGqdn947Xa6vwR1janaVe2qdo9qu4ezzQ59ZmeGuH8IzBVCXKFp2hMAQoihQIKmacsP0la5pmkFh72H+0EIUazaVe2qdlW7R4DD6S9B+cxjtt0f01hVu8d+u98DdY2p2lXtqnaP2e/hTgtx16Q0Px2YqJfA+BL4C7BdCLEc+DdwihBimxDi1M7qh0KhUHR1lL9UKBSKA0f5TIVCcSzTmQo6mqbVAOd08NbYzmxXoVAofmgof6lQKBQHjvKZCoXiWKXLJolrxxOqXdWuale1+wNptyvwY5vzH1O7P6axqnaP/Xa7Aj+2OVftqnZVu128zU5LEqdQKBQKhUKhUCgUCoXiwPmhKOgKhUKhUCgUCoVCoVAc06gf6AqFQqFQKBQKhUKhUHQBuvwPdCHEaUKIciFEhRDi5iPYbpUQolQIUSKEKO7Edp4WQtQLIdbHvJYkhHhfCPGV/px4hNqdLYT4Rh9ziRBiSie0my6EWCqEKBNCfCmEuFZ/vdPGvI82O3W8QojuQojVQoj/6e3O0V/vJ4RYpR/TLwshLEeo3flCiM0x480/nO3GtG8SQqwVQvxX/79Tx7uPdo/IeLsSyl8qf9nJ7SqfeZhR/vLoonzmseMzlb889v2l3s6Pw2dqmtZlH4AJqAT6Axbgf0DuEWq7Ckg5Au2MA4YD62Ne+ytws/73zcA9R6jd2cCNnTzeNGC4/rcD2ATkduaY99Fmp44XEEBP/e9uwCpgFPAKcJ7++mPAb45Qu/OBGZ25f/U2bwBeBP6r/9+p491Hu0dkvF3lofyl8pdHoF3lMw//mJW/PEoP5TOPLZ+p/OWx7y/1Nn8UPrOrK+gjgQpN077WNC0IvAT8/Cj36bCiadrHQFO7l38OPKv//SzwiyPUbqejaVqtpmlf6H97gQ3AcXTimPfRZqeiSVr0f7vpDw04GXhVf/2w7999tNvpCCH6AKcD8/T/BZ083o7a/ZGi/KXyl53dbqfyY/OZyl8edZTPPIZ8pvKXx7a/hB+Xz+zqP9CPA6pj/t/GETjodTTgPSHEGiHEFUeoTQOXpmm1+t/bAdcRbPu3Qoh1enjSYQ97ikUIkQkMQ959OyJjbtcmdPJ49ZCYEqAeeB95t96jaVpI36RTjun27WqaZoz3Ln28DwghrIe7XeBB4CagVf8/mSMw3g7aNejs8XYllL9U/rKz2wXlMw8nD6L85dFE+cxj1Gcqf3lM+kv4EfnMrv4D/WhyoqZpw4HJwCwhxLij0QlNxlEcqVp4jwJZQD5QC9zXWQ0JIXoCrwHXaZrWHPteZ425gzY7fbyapoU1TcsH+iDv1g863G0cSLtCiCHALXr7PwWSgD8czjaFEGcA9ZqmrTmcdr9Hu506XkUblL88xvzlXtpVPvMwofzljx7lMzvJZyp/2fmoa0ygk8fb1X+gfwOkx/zfR3+t09E07Rv9uR54A3ngHynqhBBpAPpz/ZFoVNO0Ov2kawWepJPGLITohnRiCzRNe11/uVPH3FGbR2q8elseYClwAuAUQpj1tzr1mI5p9zQ9DEvTNC0APMPhH+8YYJoQogoZKngy8Hc6f7x7tCuEeOEIjLerofyl8ped2q7ymYd1vMpfHn2UzzzGfKbyl8esv4Qfmc/s6j/QPwcGCJmhzwKcByzs7EaFED2EEA7jb2ASsH7fnzqsLAQu1v++GPjPkWjUcGA60+mEMevrRZ4CNmiadn/MW5025r212dnjFUL0EkI49b9twM+Qa5OWAjP0zQ77/t1LuxtjvqAEco3OYR2vpmm3aJrWR9O0TOS5+qGmaRfQyePdS7u/6uzxdkGUv1T+slPbVT7z8I1X+csugfKZx5DPVP7y2PWX8CP0mVonZ9v7vg9gCjIjYiVw2xFqsz8ym+f/gC87s13gX8jQl++QaycuQ66p+AD4ClgCJB2hdp8HSoF1SIeW1gntnogML1oHlOiPKZ055n202anjBYYCa3X764HbY46v1UAF8G/AeoTa/VAf73rgBfQsnJ10XI8nmumyU8e7j3aP2Hi7ykP5S+UvO7ld5TM757hW/vIoPZTPPHZ8pvKXPw5/qbd1zPtMoTeiUCgUCoVCoVAoFAqF4ijS1UPcFQqFQqFQKBQKhUKh+FGgfqArFAqFQqFQKBQKhULRBVA/0BUKhUKhUCgUCoVCoegCqB/oCoVCoVAoFAqFQqFQdAHUD3SFQqFQKBQKhUKhUCi6AOoHuuIHhxAiWQhRoj+2CyG+0f9uEUI8crT7p1AoFF0F5S8VCoXiwFE+U9EVUGXWFD9ohBCzgRZN0+492n1RKBSKrozylwqFQnHgKJ+pOFooBV1xzCCEGC+E+K/+92whxLNCiOVCiC1CiDOFEH8VQpQKId4RQnTTtxshhPhICLFGCPGuECLt6I5CoVAoOh/lLxUKheLAUT5TcSRRP9AVxzJZwMnANOAFYKmmaXmAHzhdd6D/AGZomjYCeBq462h1VqFQKI4iyl8qFArFgaN8pqLTMB/tDigUncjbmqZ9J4QoBUzAO/rrpUAmMBAYArwvhEDfpvYo9FOhUCiONspfKhQKxYGjfKai01A/0BXHMgEATdNahRDfadGEC63IY18AX2qadsLR6qBCoVB0EZS/VCgUigNH+UxFp6FC3BU/ZsqBXkKIEwCEEN2EED85yn1SKBSKrojylwqFQnHgKJ+pOGTUD3TFjxZN04LADOAeIcT/gBJg9FHtlEKhUHRBlL9UKBSKA0f5TMX3QZVZUygUCoVCoVAoFAqFogugFHSFQqFQKBQKhUKhUCi6AOoHukKhUCgUCoVCoVAoFF0A9QNdoVAoFAqFQqFQKBSKLoD6ga5QKBQKhUKhUCgUCkUXQP1AVygUCoVCoVAoFAqFogugfqArFAqFQqFQKBQKhULRBVA/0BUKhUKhUCgUCoVCoegC/D/R1ylCezGG2AAAAABJRU5ErkJggg==\n", 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import os\n", "import numpy as np\n", "import librosa\n", "import librosa.display\n", "import cqhc\n", "import matplotlib.pyplot as plt\n", "\n", "## 1. Create a scale of notes\n", "# Define the parameters for the notes to concatenate\n", "folder_path = r'nsynth\\nsynth-train\\audio'\n", "instrument_names = ['bass_acoustic_000']\n", "note_number = 24\n", "note_numbers = np.arange(note_number, note_number+12)\n", "velocity_number = 75\n", "sampling_frequency = 16000\n", "\n", "# Initialize the audio signal\n", "audio_signal = np.empty(0)\n", "\n", "# Loop over the instrument names and note numbers to concatenate the notes\n", "for instrument_name in instrument_names:\n", " for note_number in note_numbers:\n", " \n", " # Get the path to the file\n", " file_name = f'{instrument_name}-{note_number:03d}-{velocity_number:03d}.wav'\n", " file_path = os.path.join(folder_path, file_name)\n", " \n", " # Load the current audio signal and concatenate them\n", " audio_signal1, _ = librosa.load(file_path, sr=sampling_frequency, mono=True)\n", " audio_signal = np.concatenate((audio_signal, audio_signal1))\n", " \n", "\n", "## 2. Compute all the features\n", "# Define the parameters for the feature to compute\n", "window_length = pow(2, int(np.ceil(np.log2(0.04 * sampling_frequency))))\n", "step_length = int(window_length / 2)\n", "minimum_frequency = 32.70\n", "octave_resolution = 12\n", "number_coefficients = 20\n", "\n", "# Compute the CQT spectrogram, derive the spectral and pitch components, extract the CQHCs, and also compute the MFCCs\n", "cqt_spectrogram = np.power(cqhc.cqtspectrogram(audio_signal, sampling_frequency, step_length, minimum_frequency, \\\n", " octave_resolution), 2)\n", "spectral_component, pitch_component = cqhc.cqtdeconv(cqt_spectrogram)\n", "audio_cqhc = cqhc.cqhc(audio_signal, sampling_frequency, step_length, minimum_frequency, octave_resolution, \\\n", " number_coefficients)\n", "audio_mfcc = cqhc.mfcc(audio_signal, sampling_frequency, window_length, step_length, number_coefficients)\n", "\n", "\n", "## 3. Display the CQT spectrogram, spectral component, and pitch component\n", "plt.figure(figsize=(14, 4))\n", "plt.subplot(1, 3, 1)\n", "librosa.display.specshow(librosa.power_to_db(cqt_spectrogram), x_axis='time', y_axis='cqt_note', sr=sampling_frequency, \n", " hop_length=step_length, fmin=minimum_frequency, bins_per_octave=octave_resolution, cmap='jet')\n", "plt.title('CQT spectrogram')\n", "plt.subplot(1, 3, 2)\n", "librosa.display.specshow(librosa.power_to_db(spectral_component), x_axis='time', y_axis='cqt_note', sr=sampling_frequency, \n", " hop_length=step_length, fmin=minimum_frequency, bins_per_octave=octave_resolution, cmap='jet')\n", "plt.title('Spectral component')\n", "plt.subplot(1, 3, 3)\n", "librosa.display.specshow(pitch_component, x_axis='time', y_axis='cqt_note', sr=sampling_frequency, \n", " hop_length=step_length, fmin=minimum_frequency, bins_per_octave=octave_resolution, cmap='jet')\n", "plt.title('Pitch component')\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "\n", "## 4. Display the CQHCs and the MFCCs\n", "plt.figure(figsize=(14, 4))\n", "plt.subplot(1, 2, 1)\n", "librosa.display.specshow(librosa.power_to_db(audio_cqhc), x_axis='time', sr=sampling_frequency, hop_length=step_length, \\\n", " cmap='jet')\n", "plt.title('CQHCs')\n", "plt.ylabel('Coefficients')\n", "plt.subplot(1, 2, 2)\n", "librosa.display.specshow(audio_mfcc, x_axis='time', sr=sampling_frequency, hop_length=step_length, cmap='jet')\n", "plt.title('MFCCs')\n", "plt.ylabel('Coefficients')\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 3. Evaluation on the Full NSynth Dataset for all the Notes with Medium Velocity (075) " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### A. Compute the CQHCs and MFCCs for every note and save them" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import os\n", "import pickle\n", "import numpy as np\n", "import librosa\n", "import cqhc\n", "\n", "# Get the path to the dataset folder and the list of its subfolders\n", "folder_path = r'nsynth'\n", "folder_listdir = os.listdir(folder_path)\n", "\n", "# Define the parameters\n", "sampling_frequency = 16000\n", "window_length = pow(2, int(np.ceil(np.log2(0.04*sampling_frequency))))\n", "step_length = int(window_length/2)\n", "minimum_frequency = 32.70\n", "octave_resolution = 12\n", "number_coefficients = 20\n", "\n", "# Set the path to the feature files\n", "folder_path2 = r'nsynth_features'\n", "\n", "# Loop over the subsets\n", "i = 0\n", "for folder_name in folder_listdir:\n", " \n", " # Get the path to the subset and the list of its files \n", " subfolder_path = os.path.join(folder_path, folder_name, 'audio')\n", " subfolder_listdir = os.listdir(subfolder_path)\n", " \n", " # Loop over the files\n", " for file_name in subfolder_listdir:\n", " \n", " # Check for medium velocity only\n", " velocity_number = file_name.split('-')[2][0:3]\n", " if velocity_number == '075':\n", " \n", " # Get the path to the file\n", " file_path = os.path.join(subfolder_path, file_name)\n", " \n", " # Display the counter and the name of the file\n", " i = i+1\n", " print(f'{i}: {file_name}')\n", " \n", " # Load the audio signal\n", " audio_signal, _ = librosa.load(file_path, sr=None, mono=True)\n", "\n", " # Compute the CQHCs and the MFCCs\n", " audio_cqhc = cqhc.cqhc(audio_signal, sampling_frequency, step_length, minimum_frequency, octave_resolution, \\\n", " number_coefficients)\n", " audio_mfcc = cqhc.mfcc(audio_signal, sampling_frequency, window_length, step_length, number_coefficients)\n", "\n", " # Create a dictionary for the current audio features and save it in a pkl file\n", " audio_dict = {'cqhc': audio_cqhc, 'mfcc': audio_mfcc}\n", " file_path2 = os.path.join(folder_path2, file_name[0:-4]+'.pkl')\n", " pickle.dump(audio_dict, open(file_path2,'wb'))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### B. Compute the instrument cross-similarities for every note for the CQHCs and MFCCs and save them" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import os\n", "import pickle\n", "import numpy as np\n", "import librosa\n", "\n", "# Get the path to the folder and the list of files\n", "folder_path = r'nsynth_features'\n", "folder_listdir = os.listdir(folder_path)\n", "\n", "# Initialize an array for the instruments indices for all the files\n", "number_files = len(folder_listdir)\n", "instrument_indices = np.zeros(number_files, dtype=int)\n", "\n", "# Initialize the previous unique instrument name and the instrument index\n", "instrument_name0 = '0'\n", "j = -1\n", "\n", "# Loop over the files to get the instrument indices\n", "i = 0\n", "for file_name in folder_listdir:\n", " \n", " # Get the name of the instrument (with the instrument number)\n", " instrument_name = file_name.split('-')[0]\n", "\n", " # Update the instrument index and previous unique name, if it is a new instrument\n", " if instrument_name != instrument_name0:\n", " j = j+1\n", " instrument_name0 = instrument_name\n", "\n", " # Update the instrument index and the file index\n", " instrument_indices[i] = j\n", " i = i+1\n", "\n", "\n", "# Get the full feature size\n", "audio_dict = pickle.load(open(os.path.join(folder_path, folder_listdir[0]), 'rb'))\n", "feature_size = np.size(audio_dict['cqhc'])\n", "\n", "# Initialize arrays for all the features, flatten and normalized\n", "audio_cqhc = np.zeros((feature_size, number_files))\n", "audio_mfccs = np.zeros((feature_size, number_files))\n", "\n", "# Loop over the files to flatten and normalize the features\n", "i = 0\n", "for file_name in folder_listdir:\n", " \n", "# # Print the counter and the file name\n", "# print(f'{i+1}/{number_files}: {file_name}')\n", "\n", " # Get the the full path to the file and load the dictionary\n", " file_path = os.path.join(folder_path, file_name)\n", " audio_dict = pickle.load(open(file_path, 'rb'))\n", "\n", " # Get the CQHCs, flatten them and normalize them\n", " audio_cqhc = audio_dict['cqhc'].flatten()\n", " audio_cqhcs[:, i] = audio_cqhc/(np.sqrt(np.sum(np.power(audio_cqhc, 2)))+1e-16)\n", "\n", " # Get the MFCCs, flatten them and normalize them\n", " audio_mfcc = audio_dict['mfcc'].flatten()\n", " audio_mfccs[:, i] = audio_mfcc/(np.sqrt(np.sum(np.power(audio_mfcc, 2)))+1e-16)\n", " \n", " # Update the file index\n", " i = i+1" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Get the path to the similarity folder\n", "folder_path2 = r'nsynth_similarities'\n", "\n", "# Get the number of instruments\n", "number_instruments = instrument_indices[-1]+1\n", "\n", "# Loop over the files to compute the instrument cross-similarities\n", "i = 0\n", "for file_name in folder_listdir:\n", " \n", " # Print the counter and the file name\n", " print(f'{i+1}/{number_files}: {file_name}')\n", "\n", " # Get the full path to the similarity file\n", " file_path2 = os.path.join(folder_path2, file_name)\n", "\n", " # If the similarity file does not already exist\n", " if not os.path.isfile(file_path2):\n", "\n", " # Compute the cosine similarity between the current features and all the others\n", " cqhc_similarities = np.matmul(audio_cqhcs[:, i], audio_cqhcs[:, i+1:])\n", " mfcc_similarities = np.matmul(audio_mfccs[:, i], audio_mfccs[:, i+1:])\n", "\n", " # Initialize the instrument similarities for the current file\n", " cqhc_similarities2 = np.zeros(number_instruments)\n", " mfcc_similarities2 = np.zeros(number_instruments)\n", "\n", " # Loop over the cross-similarities (past the self-similarity)\n", " l = 0\n", " for j in range(i+1, number_files):\n", "\n", " # Get the instrument index for the current cross-similarity\n", " k = instrument_indices[j]\n", "\n", " # Update the instrument similarities\n", " cqhc_similarities2[k] = cqhc_similarities2[k] + cqhc_similarities[l]\n", " mfcc_similarities2[k] = mfcc_similarities2[k] + mfcc_similarities[l]\n", " l = l+1\n", "\n", " # Create a similarity dictionary for the current file and save it\n", " audio_dict = {'cqhc': cqhc_similarities2, 'mfcc': mfcc_similarities2}\n", " pickle.dump(audio_dict, open(file_path2,'wb'))\n", " \n", " # Update the file index\n", " i = i+1" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### C. Derive the instrument similarities for the CQHCs and MFCCs and save it" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import os\n", "import pickle\n", "import numpy as np\n", "\n", "# Get the path to the folder of similarities and the list of files\n", "folder_path = r'nsynth_similarities'\n", "folder_listdir = os.listdir(folder_path)\n", "\n", "# Initialize an array for the instruments indices for all the files\n", "number_files = len(folder_listdir)\n", "instrument_indices = np.empty(number_files, dtype=int)\n", "\n", "# Initialize the previous unique instrument name and the instrument index\n", "instrument_name0 = '0'\n", "j = -1\n", "\n", "# Initialize an array for the number of notes per instrument\n", "number_instruments = 945\n", "note_counters = np.zeros(number_instruments, dtype=int)\n", "\n", "# Loop over the files to get the instrument indices and note counters\n", "for i in range(number_files):\n", " \n", " # Get the name of the instrument (with the instrument number)\n", " instrument_name = folder_listdir[i].split('-')[0]\n", " \n", " # If it is a new instrument\n", " if instrument_name != instrument_name0:\n", " \n", " # Update the instrument index and the previous unique name\n", " j = j+1\n", " instrument_name0 = instrument_name\n", " \n", " # Update the instrument index for the current file\n", " instrument_indices[i] = j\n", " \n", " # Update the note counter for the current instrument\n", " note_counters[j] = note_counters[j]+1\n", " \n", "# Initialize the instrument similarity matrix for the CQHCs and the MFCCs\n", "cqhc_similarity = np.zeros((number_instruments, number_instruments))\n", "mfcc_similarity = np.zeros((number_instruments, number_instruments))\n", "\n", "# Loop over the files to compute the instrument similarity matrices\n", "for i in range(number_files):\n", " \n", " # Get the file name and display it with the file counter\n", " file_name = folder_listdir[i]\n", "# print(f'{i+1}/{number_files}: {file_name}')\n", " \n", " # Get the full path to the similarity file and load the audio dictionary\n", " file_path = os.path.join(folder_path, file_name)\n", " audio_dict = pickle.load(open(file_path, 'rb'))\n", " \n", " # Get the instrument index and update the instrument similarity matrices\n", " j = instrument_indices[i]\n", " cqhc_similarity[j, :] = cqhc_similarity[j, :] + audio_dict['cqhc']\n", " mfcc_similarity[j, :] = mfcc_similarity[j, :] + audio_dict['mfcc']\n", " \n", "# Recover the whole instrument similarity matrices\n", "cqhc_similarity = cqhc_similarity+np.eye(number_instruments)+cqhc_similarity.T\n", "mfcc_similarity = mfcc_similarity+np.eye(number_instruments)+mfcc_similarity.T\n", "\n", "# Derive the number of pairs of notes used for the similarities for all the pairs of instruments\n", "note_pairs = note_counters*note_counters[:, None]\n", "\n", "# Normalize the instrument similarity matrices\n", "cqhc_similarity = cqhc_similarity/note_pairs\n", "mfcc_similarity = mfcc_similarity/note_pairs\n", "\n", "# Create a dictionary and save the instrument similarities\n", "audio_dict = {'cqhc': cqhc_similarity, 'mfcc': mfcc_similarity}\n", "pickle.dump(audio_dict, open('instrument_similarity.pkl','wb'))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### D. Display the instrument similarities for all the notes for the CQHCs and MFCCs" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Average CQHC self-similarity = 0.770456002165132\n", "Average CQHC cross-similarity = 0.5126201079798618 and std = 0.20763389156466464\n", "Average MFCC self-similarity = 0.939412354122086\n", "Average MFCC cross-similarity mean = 0.9136073168156905 and std = 0.0363984181574115\n" ] } ], "source": [ "import os\n", "import pickle\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "# Load the instrument similarity matrices\n", "audio_dict = pickle.load(open('instrument_similarity.pkl', 'rb'))\n", "cqhc_similarity = audio_dict['cqhc']\n", "mfcc_similarity = audio_dict['mfcc']\n", "\n", "# Display the instrument similarity matrices\n", "plt.figure(figsize=(17, 6))\n", "plt.subplot(1, 2, 1)\n", "plt.imshow(cqhc_similarity, cmap=\"jet\", aspect=\"auto\", vmin=0, vmax=1, origin=\"lower\")\n", "plt.colorbar()\n", "plt.title('CQHC instrument similarities')\n", "plt.xlabel('Instrument index')\n", "plt.ylabel('Instrument index')\n", "plt.subplot(1, 2, 2)\n", "plt.imshow(mfcc_similarity, cmap=\"jet\", aspect=\"auto\", vmin=0, vmax=1, origin=\"lower\")\n", "plt.colorbar()\n", "plt.title('MFCC instrument similarities')\n", "plt.xlabel('Instrument index')\n", "plt.ylabel('Instrument index')\n", "plt.show()\n", "\n", "\n", "# Compute the self and cross-similarity matrices for the CQHCs and the MFCCs\n", "number_instruments = 945\n", "cqhc_selfsimilarity = np.diag(cqhc_similarity)\n", "cqhc_crosssimilarity = cqhc_similarity[~np.eye(number_instruments, dtype=bool)].reshape(number_instruments,-1)\n", "mfcc_selfsimilarity = np.diag(mfcc_similarity)\n", "mfcc_crosssimilarity = mfcc_similarity[~np.eye(number_instruments, dtype=bool)].reshape(number_instruments,-1)\n", "\n", "# Display the self-similarities and cross-similarities (with mean and +-std)\n", "plt.figure(figsize=(17, 6))\n", "plt.subplot(2, 1, 1)\n", "plt.errorbar(np.arange(number_instruments), np.mean(cqhc_crosssimilarity, axis=1), \\\n", " yerr=np.std(cqhc_crosssimilarity, axis=1), ecolor='y', color='r')\n", "plt.plot(cqhc_selfsimilarity, color='g')\n", "plt.autoscale(enable=True, axis='x', tight=True)\n", "plt.ylim(0, 1)\n", "plt.grid()\n", "plt.title('CQHC instrument self-similarities (green) and cross-similarities (mean/red and +-std/yellow)')\n", "plt.xlabel('Instrument index')\n", "plt.ylabel('Similarity')\n", "plt.subplot(2, 1, 2)\n", "plt.errorbar(np.arange(number_instruments), np.mean(mfcc_crosssimilarity, axis=1), \\\n", " yerr=np.std(mfcc_crosssimilarity, axis=1), ecolor='y', color='r')\n", "plt.plot(mfcc_selfsimilarity, color='g')\n", "plt.autoscale(enable=True, axis='x', tight=True)\n", "plt.ylim(0, 1)\n", "plt.grid()\n", "plt.title('MFCC instrument self-similarities (green) and cross-similarities (mean/red and +-std/yellow)')\n", "plt.xlabel('Instrument index')\n", "plt.ylabel('Similarity')\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "print(f'Average CQHC self-similarity = {np.mean(cqhc_selfsimilarity)}')\n", "print(f'Average CQHC cross-similarity = {np.mean(np.mean(cqhc_crosssimilarity, axis=1))} and std = {np.mean(np.std(cqhc_crosssimilarity, axis=1))}')\n", "print(f'Average MFCC self-similarity = {np.mean(mfcc_selfsimilarity)}')\n", "print(f'Average MFCC cross-similarity mean = {np.mean(np.mean(mfcc_crosssimilarity, axis=1))} and std = {np.mean(np.std(mfcc_crosssimilarity, axis=1))}')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### E. Derive the instrument family similarities for the CQHCs and MFCCs and save it" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "import os\n", "import pickle\n", "import numpy as np\n", "\n", "# Get the path to the folder of features and the list of files\n", "folder_path = r'nsynth_features'\n", "folder_listdir = os.listdir(folder_path)\n", "\n", "# Initialize the instrument index and previous unique name\n", "j = -1\n", "instrument_name0 = '0'\n", "\n", "# Initialize the class index and previous unique name\n", "k = -1\n", "class_name0 = '0'\n", "\n", "# Initialize two arrays for the class indices for all the instruments and all the files\n", "number_instruments = 945\n", "number_files = len(folder_listdir)\n", "class_indices = [np.empty(number_instruments, dtype=int), np.empty(number_files, dtype=int)]\n", "\n", "# Initialize an array for the number of notes per class\n", "number_classes = 11\n", "note_counters = np.zeros(number_classes)\n", "\n", "# Loop over the files\n", "for i in range(number_files):\n", " \n", " # Get the name of the instrument\n", " instrument_name = folder_listdir[i].split('-')[0]\n", " \n", " # If it is a new instrument\n", " if instrument_name != instrument_name0:\n", " \n", " # Update the instrument counter and the previous unique name\n", " j = j+1\n", " instrument_name0 = instrument_name\n", " \n", " # Get the name of the class\n", " class_name = folder_listdir[i].split('_')[0]\n", " \n", " # If it is a new class\n", " if class_name != class_name0:\n", " \n", " # Update the class counter and the previous unique name\n", " k = k+1\n", " class_name0 = class_name\n", " \n", " # Update the class index for the current instrument and file\n", " class_indices[0][j] = k\n", " class_indices[1][i] = k\n", " \n", " # Update the note counter\n", " note_counters[k] = note_counters[k]+1\n", " \n", "# Get the path to the folder of similarities and the list of files\n", "folder_path = r'nsynth_similarities'\n", "folder_listdir = os.listdir(folder_path)\n", " \n", "# Initialize the class similarity matrices for the CQHCs and the MFCCs\n", "cqhc_similarity = np.zeros((number_classes, number_classes))\n", "mfcc_similarity = np.zeros((number_classes, number_classes))\n", "\n", "# Loop over the files\n", "i = 0\n", "for file_name in folder_listdir:\n", " \n", " # Display the name of the file\n", "# print(f'{i+1}/{number_files}: {file_name}')\n", " \n", " # Get the full path to the similarity file and load the dictionary\n", " file_path = os.path.join(folder_path, file_name)\n", " audio_dict = pickle.load(open(file_path, 'rb'))\n", " \n", " # Get the class index per file\n", " j = class_indices[1][i]\n", " \n", " # Loop over the files again\n", " for l in range(number_instruments):\n", " \n", " # Get the class index per instrument\n", " k = class_indices[0][l]\n", " \n", " # Update the class similarity matrices\n", " cqhc_similarity[j, k] = cqhc_similarity[j, k] + audio_dict['cqhc'][l]\n", " mfcc_similarity[j, k] = mfcc_similarity[j, k] + audio_dict['mfcc'][l]\n", " \n", " # Update the counter\n", " i = i+1\n", " \n", "# Recover the whole class similarity matrices\n", "cqhc_similarity = cqhc_similarity+np.eye(number_classes)+cqhc_similarity.T\n", "mfcc_similarity = mfcc_similarity+np.eye(number_classes)+mfcc_similarity.T\n", "\n", "# Derive the number of pairs of notes used for the similarities for all the pairs of classes\n", "note_pairs = note_counters*note_counters[:, None]\n", "\n", "# Normalize the class similarity matrices\n", "cqhc_similarity = cqhc_similarity/note_pairs\n", "mfcc_similarity = mfcc_similarity/note_pairs\n", "\n", "# Create a dictionary and save the instrument similarity matrices\n", "audio_dict = {'cqhc': cqhc_similarity, 'mfcc': mfcc_similarity}\n", "pickle.dump(audio_dict, open('family_similarity.pkl','wb'))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### F. Display the instrument family similarities for the CQHCs and MFCCs" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Average CQHC self-similarity = 0.6053008122676642\n", "Average CQHC cross-similarity = 0.5003323385285742 and std = 0.0878082321438902\n", "Average MFCC self-similarity = 0.9172353053976425\n", "Average MFCC cross-similarity mean = 0.9051245096252998 and std = 0.0128273223146673\n" ] } ], "source": [ "import os\n", "import pickle\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "# Load the instrument similarity matrices\n", "audio_dict = pickle.load(open('family_similarity.pkl', 'rb'))\n", "cqhc_similarity = audio_dict['cqhc']\n", "mfcc_similarity = audio_dict['mfcc']\n", "\n", "# Display the instrument similarity matrices\n", "class_names = ['bass', 'brass', 'flute', 'guitar', 'keyboard', 'mallet', 'organ', 'reed', 'string', 'synth_lead', 'vocal']\n", "number_classes = len(class_names)\n", "plt.figure(figsize=(17, 6))\n", "plt.subplot(1, 2, 1)\n", "plt.imshow(cqhc_similarity, cmap=\"jet\", aspect=\"auto\", vmin=0, vmax=1, origin=\"lower\")\n", "plt.colorbar()\n", "plt.xticks(np.arange(number_classes), class_names, rotation=45)\n", "plt.yticks(np.arange(number_classes), class_names)\n", "plt.title('CQHC instrument family similarities')\n", "plt.xlabel('Instrument family')\n", "plt.ylabel('Instrument family')\n", "plt.subplot(1, 2, 2)\n", "plt.imshow(mfcc_similarity, cmap=\"jet\", aspect=\"auto\", vmin=0, vmax=1, origin=\"lower\")\n", "plt.colorbar()\n", "plt.xticks(np.arange(number_classes), class_names, rotation=45)\n", "plt.yticks(np.arange(number_classes), class_names)\n", "plt.title('MFCC instrument family similarities')\n", "plt.xlabel('Instrument family')\n", "plt.ylabel('Instrument family')\n", "plt.show()\n", "\n", "\n", "# Compute the self and cross-similarities for the CQHCs and the MFCCs\n", "cqhc_selfsimilarity = np.diag(cqhc_similarity)\n", "cqhc_crosssimilarity = cqhc_similarity[~np.eye(number_classes, dtype=bool)].reshape(number_classes,-1)\n", "mfcc_selfsimilarity = np.diag(mfcc_similarity)\n", "mfcc_crosssimilarity = mfcc_similarity[~np.eye(number_classes, dtype=bool)].reshape(number_classes,-1)\n", "\n", "# Display the self-similarities and cross-similarities (with mean and +-std)\n", "plt.figure(figsize=(17, 6))\n", "plt.subplot(2, 1, 1)\n", "plt.errorbar(np.arange(number_classes), np.mean(cqhc_crosssimilarity, axis=1), \\\n", " yerr=np.std(cqhc_crosssimilarity, axis=1), ecolor='r', color='r')\n", "plt.plot(cqhc_selfsimilarity, color='g')\n", "plt.autoscale(enable=True, axis='x', tight=True)\n", "plt.ylim(0, 1)\n", "plt.grid()\n", "plt.title('CQHC instrument family self-similarities (green) and cross-similarities (mean+-std/red)')\n", "plt.xticks(np.arange(number_classes), class_names, rotation=45)\n", "plt.ylabel('Similarity')\n", "plt.subplot(2, 1, 2)\n", "plt.errorbar(np.arange(number_classes), np.mean(mfcc_crosssimilarity, axis=1), \\\n", " yerr=np.std(mfcc_crosssimilarity, axis=1), ecolor='r', color='r')\n", "plt.plot(mfcc_selfsimilarity, color='g')\n", "plt.autoscale(enable=True, axis='x', tight=True)\n", "plt.ylim(0, 1)\n", "plt.grid()\n", "plt.title('MFCC instrument family self-similarities (green) and cross-similarities (mean+-std/red)')\n", "plt.xticks(np.arange(number_classes), class_names, rotation=45)\n", "plt.ylabel('Similarity')\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "print(f'Average CQHC self-similarity = {np.mean(cqhc_selfsimilarity)}')\n", "print(f'Average CQHC cross-similarity = {np.mean(np.mean(cqhc_crosssimilarity, axis=1))} and std = {np.mean(np.std(cqhc_crosssimilarity, axis=1))}')\n", "print(f'Average MFCC self-similarity = {np.mean(mfcc_selfsimilarity)}')\n", "print(f'Average MFCC cross-similarity mean = {np.mean(np.mean(mfcc_crosssimilarity, axis=1))} and std = {np.mean(np.std(mfcc_crosssimilarity, axis=1))}')" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.7" } }, "nbformat": 4, "nbformat_minor": 4 }