{ "cells": [ { "cell_type": "markdown", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "# 2. Rewrite the code to look like it would in your wildest dreams!\n", "\n", "How could you restructure the interface of the `walker` library so that the functionality stays the same, but the code is less smelly?\n", "\n", "1. could this code work better/more efficiently as a class?\n", " - e.g. `walker = Walker(...)`\n", "2. how should the setup/initialization work?\n", " - e.g. which parameters would you pass to instantiate the Walker class? How do you pass them to the class?\n", "3. which functions should be part of the class? \n", " - e.g. is `sample_next_step` a method of `Walker`? Is `create_context_map` a method of Walker? How about `plot_trajectory`? If so, call them with `walker.sample_next_step()`\n", "4. what would the import statement look like?\n", "\n", "**Important:** We are *not* asking you to implement the changes in `walker.py`! Imagine the new interface, and write the code that would use it in the next cell. Of course it won't run (yet)\n", "\n", "Here are some things to keep in mind:\n", "- Which things will you do a lot? They should be easy to do. The interface for doing those things should be simple.\n", "- Which things should be modifiable from external code?\n", "- As a rule of thumb, think about how it sounds when you read it aloud\n", " - “Giving orders”-style\n", " - “Telling a story“-style\n", "\n", " \n", "For inspiration think about how you call code from other libraries. Here is an example of instantiating an object and calling one of its methods:\n", "````python\n", "import scipy as sp\n", "\n", "# Sampling from a gaussian with specific mean and sd:\n", "# Create a Gaussian (normal) distribution object\n", "gaussian_dist = sp.stats.norm(loc=mean, scale=sd)\n", "# Sample 10 values from the Gaussian distribution\n", "samples = gaussian_dist.rvs(size=10)\n", "````\n", "\n", "\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2022-08-18T09:45:09.308173Z", "start_time": "2022-08-18T11:45:08.852431+02:00" }, "execution": { "iopub.execute_input": "2022-08-20T06:21:31.332Z", "iopub.status.busy": "2022-08-20T06:21:31.327Z", "iopub.status.idle": "2022-08-20T06:21:31.339Z", "shell.execute_reply": "2022-08-20T06:21:31.343Z" }, "pycharm": { "name": "#%%\n" } }, "outputs": [], "source": [ "%matplotlib inline\n", "\n", "from walker import Walker, plot_trajectory" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2022-08-20T06:21:31.938Z", "iopub.status.busy": "2022-08-20T06:21:31.932Z", "iopub.status.idle": "2022-08-20T06:21:32.867Z", "shell.execute_reply": "2022-08-20T06:21:32.871Z" }, "pycharm": { "name": "#%%\n" } }, "outputs": [], "source": [ "# Create a Walker instance\n", "walker = Walker(sigma_i=3, sigma_j=4, size=200, map_type='hills')\n", "\n", "# Sample a next step 1000 times\n", "i, j = 100, 50\n", "trajectory = []\n", "for _ in range(1000):\n", " i, j = walker.sample_next_step(i, j)\n", " trajectory.append((i, j))" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2022-08-20T06:21:32.883Z", "iopub.status.busy": "2022-08-20T06:21:32.879Z", "iopub.status.idle": "2022-08-20T06:21:33.026Z", "shell.execute_reply": "2022-08-20T06:21:33.033Z" }, "pycharm": { "name": "#%%\n" } }, "outputs": [ { "data": { "image/png": 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78VfKOtWxQmBelTMr5lDhLk0KM+LcNGdWjGmZTn1UYVoRw+bbcGYFf+cLrR0oge3edJypANnSbeOY5TQGY1xxw+DR+vG46OftsXU7bsj1BBqzYXE8XLrnbNp7PlRmTVX2rtyeeLs+vjbS+aXrqYxR+agEoTErlVEpzIqxKsP21Lza0hYvLZAhAx4j5gyZhyU4ZcsyeNuqjjO+/eOemL2DJKaqBNkL5la4LuyUeCpoKA4Z7Po9JwyPiXHXc82E4C4VtW9C+LBmpywwLIV1qUwrkUow0OlC01aJ31Xve0qt5L0uQoYVIkSIECGqBao1w7Ki4EHCtmDL8nOhBmT7CSBLhqqUqNmw1KE9KcMAK7tLG54Luqabdg+rMC5bsGGoDhpBjEvMpqEzLPnakmNYkK5Js2WZ8JG23UtRmJXoYEEVhsWl76grSSv2KTNiIxJhTMplWqYtlaOGXDaJ7dm1FIZlqB4oCmxqBDKsuHvDzC4Wc1mVaZmIK7YWxhAsToXdNhAYrOYCz2xZgl3DOaZXz207ClvnfjSKDYsKdck7XXjvhu7ensChgr0vAYHdhsConLLX15xRMdujwdi0zIyTYljcHuk0IGNacYNyuxZznLET9A8AUBhau3mvq2LbgmKLFI7rOWiwvlTt5ERwumJ9LDOuZOyTDKrTlG6TJkk41OjMK9C5Qqv3mKTGuiCEOCSBkGGFCBEiRIhqgWrNsOwoQHjeQPCl7h2o20+kelHnrgQrQnGxTc6GpXju8HQ+1BN3uL+07JmkMS5RombSlo/HmHAoiF5jqg6cKpKZn4CmEcRAycxbqvn/9EBipQ8iVLBZMUblSs5RJnXL9qpIxOLMKSXiz6iiLs1MYfsSKwHDSiye2pRwJsXsHXH3hircZcRtWNMtxwiF6bItxgRirrjs2TmYRO+ehxDP5T2Q1crSOLEIxHhWQLBPBjAsqWOVew9iWDAECT3AhuVrr1JSZ3k2Ksaw/MMQIobNWRdjVKoN0lSu3a8fRU9PwAtHsFi+TduW2BYAWEZw/7A2oURuKK/s3q8Shm4QwjNlBbnAMxd5xs6cd909SpAty8c7kL/T6rdJtVn5vMc6S0rsAZhIq6L5AbB6Al/v69CGFSJEiBAh/nao1gyLRgi/AzHWyg7wTNO9AwXJUPUGNKlU1hJuEt3LTI0B4V6CPGiR6MyKiV/svJYihjFPIluQqJmUxSUymWlxPTfxpBw9JZNclqBK+apOX9VDmz4eZFocjlsWPQKrwKwAh0UxZpVqyrasVNNxq0tx3eu4lyCxEXFZV5TIkjqDasuyGasSvARjrmgZZ8d1ox0r3IeKp8siFIZlSsdTmRZDnG9gwHtE/JkW8esT1v6KfUPtWy823Kez1T5m9YIkrPe3oo3wia0igmcn4NmqTNUuacjLiOl5dUZVZhXAlP3A+k1jWkIAOPPw5JoL5bmweNu4zwNx7VgAKJjHoiGdj10TZecH9exb7uFYc2nMi73HxGPSzC6teoCqtugqvceKxsQ2BfZVqS3LW6/5AhjU9xjic6NrayjseMiwQoQIESLE3wzVmmHZJvh0FUy3agspfwKZlZryx6TQ5lESIu+dH+5CYFqqqpiqYo5ou4LLwFRmpSQ5DZKGiOXVeSzMLdtUKXvnCLRdJSPUBNpTlKVPphAtJY8Wa+WTZikBswKAtGicS92MUaVGZGaV4oqkIqvSGZbMqFTG5Unlnpcgs1UxmxZjS352MTWTBlGYlQpLSE3DncBUWwnbQHg+VE9TzQM1EYtWjkeF5xqQpWPVU5Yq2gc9awXVMpKY7jrWpxGBUTlL5tVJPQ9QxqgQwLCS8BLUGBaLkbMN3pS8nxRbil+cnmcmZHFdzHbl1rPzsecBxPvN17Hjsx9ymRAv4w23a6nvsergmoBhVZbEGmJ8VADD8vMi1NNuKefxs2VpHpGCLTsJhAwrRIgQIUJUC1RvhhXxGJboARiclNOHWbFlggkAAUGaU2et9YEXB8O8cgiv92ZLldeprInbLli+M1BvJTtG0D62IJUFzLjqXazPDVTC9nSJW2ZbrA7wYVY+dg7PU0yWwv08AitjVqotS2RYJpKX0AHXhkUZw3JtWFT2DjQUu5hh2ZUeNxnYiq0EynNCieBJxvuJScyM0bvVfkxLNYGoLJqXaaXMyi9rRWW5HlVmJXp7cs9LQ9nHveEDYVis32zKWJsp9JnixamAJ9KlANi0OZS1sXM8yhuJ7cS285qL7cO5Hctm4n67RPbgsTDVS1BmLVWLw1K+Fwm9BAPKvrGr6raqLcv7XvjGtVaBNlXrAcuhmMJvOB/GoIbTZhUWP55KQKPn0MBUG/JAlVSmaP5QMxWdFyBqK4MBf4iUzMWUrybeYMetwe7x2UMNvjFfsn24KpAZdhOpiypRE/mmXEkURAr4fuSCXJwj/OMlG9+jpuDWXslAlcoHLM+tnQ1YUUNp5ABY1OAfPIN9bPhHp/IvhU2Jb5m7DCtlp879wQI1Wb3P8TWhhn8ZlQ2q8FHzU9kEOSQlSq/EhI+qDFRO2ZIcZpx9/VWESQ1YTKXrDiwsAByAlqaMt4VJ/OspAdPlcwGZ5yRTvjVCx3GnK/ZucJd0+TxU1Bxz9b9cVt3cE6r2A1SCSQ1Ylbmsmz77BHwDJFd29TkzqBdcngRClWCIECFChKgWqN4My+Aep3L6D0Uq0IKC/YzEivstVwWqiTerxLDksk0ITwdj8MBDZxvBE92pV48J8KBEKvAu5797f/A5GHfE4BfnfwK/+whUE7llH9fnypmV5+5MDJlZqSl4Ij7Sd7LMSmRYjFFx4z2RJfUg2IQg5j5EKsNKuJ/bUCksHZBbZvfBpX+BabFnhDETId7B3Qd8W/cXl75VqZ5PdcEZvreLhiCmLzKtgFAPdeoT0cFCnI8MSI5ZAU7AN1P9qUyLHUtlyH79yJgVCxhmAd+eiB6HoTjDcPWv6rDhNr5t2rwt2TrGKqkatG167yJ/FzijhrRtUo5Q6nvs86GoNHA48P0VvpncYUJdquypCszKFG5UZesEVaJNIcMKESJEiBDVAtWeYfm6VHK2JS+5COIzk6lns/JnVp4Ny10mui5m81GYlgibiUquTp0zRX4QfckNrYxpKbpwP6ZFFHbEdd/qeUQE6Lx191hBn63YtfSl0uaEcjbB2ladKkS3ZdjCtCGWtC7Kl5a8NCz+W2NYSSS/ZdCkeEXUEwNVbUNmUhHKXKBdqd+9B54uyCDc5ZlL8NzWyJipdyYAjpGfXRKT7g31uYB7DB9bluZ0IUvF3n1SnVEFJbAV3hlD6UvOnpUgYLFvnXKwDUsN/E7Uf6zvuIMDY4Hiy8hfQdZulruU2RmbTdqghE/3400Nonxj+JQdjJWCG6z5u8gugb8/Sv9Q6P3gghMrH9YcSNAUm5WvDcunLuGSyFotZ5mAWbF69Vki3jchGYQMK0SIECFCVAtUa4bleME5P6VknYokUam0b1DNGzCIWYmJNytzg2XyH7dG+IgHzNVVne6cSymidMwJFdvHn8HxxJjEm+KdS2bqeRjz8tN/BzIrn/VM2iKqVKW2tbva8Kau520bOK2EIH0TWVKPKoHCaqLbKLE4O4q6di2zkulFOLMiNqLqOiXlD2NvLEGqZRDE3P05U3DnAI+7N8/vy2Zl6tlJGCFg7clCFJTJ/yR7AGfUam874DZPP7WAyqIZREmY95ncX1CW4nQqJmdBkO45oixVpmUQmjSz4ucQuAXrH9PtF8aS2EvozquICCG8zwztOdT7B3BsWZaiieHu5trzz14syF5ygM64ZHNlUvbl35VizY81BXwrNRYlHCPYazhAGyGwdSkhQ8iwQoQIESLE3w3VnmGJyWgBSNONa1KjGvQrCEGq959aNhUprLLp1QFdGrCl4zIpyz2eEBAqXbt4f7yOBGwj11Oi67yDAp41zyLlOH7nk6SuAHuXvhR010Ft626qBohKaY8gL1mMFV8KnoDst8qszCBRlhv6DP5bZVpsMkY1JsgkVJP8teBin6X6XKk2VdaBYsYmzr7V/tfos1It3ataVtiYzzumHlZ/d3zuB/I2aruJbaROI1IZs5KYMlXeOkaw2DFBeZl7MLpsjDHgoH4ihOq27IB3T+wTNYGxFugfdAzpeMo+7Hah78IQlLza7/uoaqoCtxXvz+8bpW6jrNfTUVGQpCilg5BhhQgRIkSIaoFqzbD8JXthtNakx+BjqYwpGQbFwPT0AYHzynETn5/bKrQNkIA5ykVJclNEMo1pJdJ9K9Wa1MW3p8HXlgBBbZFMaiN9ihClLFy9aqtSmRVbz2xXfD2xucSuWrsYa4tREypUj8LKUgn5MRJtG3cp2xirwKTE9b7rgu1caj/5MSpxKf5OdM9+6xP1fUJmxfeX+1KtZ96YBrFhEHUb/2vx6xO9TZgNS66nhIJU8lKorEkqqKcOqK+ShsRvuwN4fytFEHsPOncSCBlWiBAhQoSoFqjWDOuvgmSYVYgQQdAm/jwkF6HYw0JUCX+JPjwY+CO7n5Lf/XxV6wGLUO/+5QzprFLZIUFbSSlvhDKj+syNmaklKCVVUht650l8/sD0LBTe9VdyX0RqC3kbopQDzwVP7VHpXFqUeJVVaJKge1WTxiazja3oVWxBz8BVfczVmbk+MwO8oj5i621q8N8qLNW4L14L/K8t0X15/U+UenfJK8SVqv4poN5vXwZ1Ux8rPlWeHTXlmN+100ruWVvP1eokUEVkqbozFhwsqAbVvlTrbaFvxXnP/K7VTnBfCd9TASSJZ9n3M5Lk8RMdQ+1Kvolfn/8RA1Uyx6ziuUOVYIgQIUKEqBao1gzLGZ1lGkCoyLbU7Zl05K5gM/Ma1EdqlJkWiFL2u5wACU2U1LTEuOwaxHuSloLlVE2xo20j1xNBetGYVQAr87s9lWnxVFDCTMdam6tLm0j7Uuq1F5OcWdJRtgubCiJqeO2oThvBk5y6shdbshQ8MXhOEYboru7cgH6z8CRuC4T/Zs4VbBk4oy0l/H5EaV7cht2XuG8gW6Fqu7lLmwT3P0PQe+AH1atDpHZK8C1/F6Bs6vuc+/exGoDttRGV2hIQ0itx+ZpF67IL8ORuld3GbLm/LKHNtWcpoE/l91e/V7kx2NKr14J7FY1F4HudcB//sgiVWakMWVwRdI3B77WoVVGeGR4Ird6X953l3xsQ6HO3ByNkWCFChAgRolqg2jMs7o3LhGcb+uRmakp+nv/GlRRtAjZjqE3UPCksRZNTkuZTC9LPs6Uihdm2N70IW0oSs09Zyu/EpRN5HVGWiaQ7bxvfS3e2V0QzL+mucC3CacSIaC3BJyc1rK3ZvgZPR8SlcFuXaJ1656Bxw0TcPQCT1JkErQUQu+l1bEK4BB1zp3a1eVBxYsnOpgZnVMxmxZeQmReb0TZum5wtMCYVV5LfaslVbY+VcSFVfR78JFz1GQlk2j4MTO1j9qDwx15sGyodXmdcslbCtgkslvZIYSSsTdQA4jgrU5u3F5RXMapWuGU/O6PKamO8T1h/Gb4MCvCeN0t5Li2ROdpyv1BFgyD1AX8/3XdEeTfU95fY/nXi0o+NaVoS1v/skhIoFqhCXr3AXvZDUdXYwm/l1r3QHIVxCf3EyR2B8qwlRsiwQoQIESJEtUC1ZljEBlzHLy+pKvWkHS5JKKYLXmYjOxEEIybl87PIO/GUSgk8BAMncBQYFrUVqZtLywFLSriEpkls/D7lMpGkO3ZxwrpKoDllsbImhVNPylLZrMJquWRqQGObLN1R3HKkYG8qCtfLzzZ4+pw4kbcxmMeYMuEibHhTSzCvQBBpnyDYIBrDYuVyl60xiZ0xvRg1UGGb0jqVabEyk+Rt24At/JbaiT0fLHWXJbAPlVnxflcYEINfn6uSNGfVsp1X3FY9jC2+fAAIMbhUH3e3Mfh53P5ibcL2cdm2QUyNWfFpQAizabKZK+X0WNI1MdsmZ3Yes3LKhsCKnboKpb8spU+cflJYmfa+uvfJ3kWLaN8hEvD+iu9tILMS323Al2EFJhZg6/0ee5E5ieVES/79lKkcT87tbuxNMCqqb9xLIkIbJoGQYYUIESJEiGqBas+wdLZBOevypnaXbVaCWOmshycV2MzLjOnHOUsyxF1809Donl6QyzaR2BarcypkSRqWj+TG7tVi0hukbTjbFO1VmkSm6NETSN2aWxFrT2W15GZk6RKUU8/Knq2QuL8ti0nm7qZsOg5XsjVcxiUlv02QikmETQi3NzH7VtAU66qHmSXYOVQvQSaxM6ZV7pYr7IgmsXN2ZimMy/JsJZxlWuz5cNvJUp8TdnGeWoA9D55HprtU+9oHvH8UGwVjaQ7TCpCAOfl328+j3oImgkj3ymAoTEuEzb1CXTukMnUMa5NEaZyCPAA9tmuiwpLZMbeVcoYlszTLMmBbCgPW3lP2EPOm8N5X/v7KS415WT7bqhqSBLZoov7Q3ufgfblTraWuUHdOtE62YUlMy1I2NaiuCUiAkGGFCBEiRIhqgerNsARJBIItiyemZJIN94CSR36RDTBmxab/9matUwISlCS1flDjleT4FHeVJjn7MysuPVuiXhzyuoTeRor0rdqwkmFYRD0GlcvSxiqLdWs1pkW8aeAZ02B2D9dmRTjzcqVxy9SmpWAwOEOW+8UmBiz3pIxhWYqcFlQvxuqo3oAxzrA8ZgUAFZbJf3O7FpfkGdNSvAjjJixLsZdwm5XyXAjPB1GleR4fx8rOIhHD4r3GtRDSoRybsF/6C4jdLxubbBiwNAldOS+RkwaLWSa4FoIxLc6SnINWlkxYPJ4a5yXasCrtH7ee9Y1lEc/GGNAvxGepMyvlPfZhXpUzLPfdSIo9s6X8TkrfBFOp03M6KwerAtPiMbJEmNxR+KYoWplECBlWiBAhQoSoFqjWDMuIA8R1Q/JCQoQcf8SrE8sMfmFU3AzADsGcsgxB5NQP5XsMqLYsm2jecpJNAhA8/WTpmVhEl9DYNWq6cE/STsa7KAhB8RuUMVXGRkUJTZGyKLdlKKclRLBnuXWcUZnSkVjTOxMduidi7mfKE6xlNDAszyvQPXuMyhMqqhCl/Tj3EmQ2EMVL0G0cZg+psCMot1yG5daVM9uVsvQkd4P/pkHMKi7HJhGbeFJ9kCeo6n2VDJtmDz4TZSnRpG41Jsyz1Xr2X8ZWA3Puxdk+zokjpkfJ2LsWUe1P7vPCbFkMov0yKI8jt0uJDMuS+7YirvaTx4AB10uQ9Q/rD5VRxWX2ZFjib39mZbhtITIsQ3unqbRPUGYKZ6W00GyNVOxb91i8D03ptAlAEPwRYSd015ved1C9bkpQJYZVrQcsIj4M4ovnfh1trjpwVqkPMwM14Y1eLCWTIS/5zK9VcGtX07Q4A5ZbV4k7LNSHWxywlIFKM+oKg5QaJKg98H7XrzaTuq36wBuArX6ZeFodWVXnDWcGKFMhcfWq+wHhgkYSoyoTWEz545YipEWKK+7P6gy2QRD3DXKPrnAHpwrBvV0dqCr7EFqWATuuqJqUD6LucEOgOd2oAxbksm/gMCvyj5p8LGpQT5XOjqsOXApsGCBspfuFiSsDFFX6y+YfTAJTCeBlQeBsoGL1ybyD7LlTXdUtSvhvVQXo1z8AYMcNb6CKqwKF8r4KZYP9VgYmNlD5DVhcHV5J4LDUBP6aW+991gRPYQAz5W+WMtG1PpBR4cCqqYCrF+X1xKCesMuuhXhtlQxClWCIECFChKgWqNYMy4hTkJjzW8wSw+3HjGkxyRpsWx9Vien9lA7IJQJZbKXJUBRVshVUgpraxpLLfuxJdYdVt9WcL+iBqQQ1VYKhlFXpy/BmcmVtraoI/ZgWS4flxbmyiw20+HLYqqQekEw1YlhVZljiFBVsX1W1VMEDh10pXTDgc3dpS3Znt5KR3AOM+JoEL7pL8+cLvmUG3ykoFJWgqgaGTYR0W65Ezp5ZRZKmwoPB0zSxc0bYgW22ibNU3jtKiRco7jIqxrhYO6oqQT+mpU5fYimszbIN7rYuOr8AsqoWgMd+44bGrBg74Cwp5pYZi4qRypmVut6imtowmGH5OEBpDEvWEbK+FZeUpUnj7FlmvhrzMn2+A3wfppXytgXc54YxK8buCPGe8SQQMqwQIUKECFEtUM0ZFkDism1JlC44SVKkf26CEaQIrp9n+l3VzZMbVoTzVWbrUWxYoAKjUmwSQUHBor1KW1eJFCY5XSiSUjJu7V4yS7fMGo5LSe6lmxAkMFna5hmSmE2LSd48nFBgWm5ZZVqirYRvo0l17tJU7R8ml8gjRHaLZlDLoku0nzs0oAcDey7RpmcDUST3eJy5rLtGfFc6p5aP5B5gxJfslYH9HsDwfcDNh0qfw/CkZC+Rscqs3IXyTFEqrmMM1X0eIqye+C5tw/CYFQt7IKwvnWOoCXT9oD4XaoJlh2HJTIoHbbP+UR0s4sRjuoxZxZSywKyceoE5udog3XbltrWP04X3jrvbKN8p74Z9GkHVBqkMiyVOMIU61m/sBeNOYtCWNhs9FEZv2N5xnXpP68KfEfYcG/Ce/SQQMqwQIUKECFEtUL0ZVgzchhXoIgOBaXE7h+zBZFAi6HAZ42GGMEYd3LMoEqkvuMSpSLpiIK+WjoXIZZ9gQ41Zqd6CfsGGqkSm6r4T3UZAMClVdNOGLeqp3aWiA9cSz4JqE15SxRVaZVox4bje0nLPI9sqWFLcqGkh5l6ESbwUT+JShd/Eiqq3meoSLXqYqTYrKy5L8tRPctcYlcKs4vrzEegdekBSuFvkfez1PfcmU7wDeXoi9u4IzE5lZZTbrtw2MBkDJ9K+xKAeS3ZtWYbLuOLcI9hlG8pSPJ5a5mEOPJEt8fqDp8VK0D8AYJFgZsVYk8CsWD1RGJVnu6JyWXKFD/ISlJlWouBw9VtFlb4Vp/zhde55bPZuK5oS8b0W7VnSkj8frN47NhWYO6tj7ZMMQoYVIkSIECGqBao1wzLj1BG7JVAE0R89ZZInOXqSnrsJj1GQWYZnK6vcS9B38kS/KUDgSVdcD+xjrwpmX0q9FIelSGpJ2DU4lEBDTULjbSX8jki3oU3gx+PcQDwPJAbu8KTYtEQpL8D2wRLmMhtF1HTLlHhTkCgSeaLUPs55vVgdlcHx4F/F08yyDC/QlHmZKVODUCaxuxI8sYjmBWiojIpL4V59YNqe32Gv1KVxgGj9nYRHGbd3sf5mBk8m1buMW/FOIyaV2BYAGCxVF+s3Q76RRF6C3oSYHrNyzu+l3WKMylY9NcX+AYA4SegNCPiwqZgfw6L+2wq2LEO1XSkMy5dFByiZNC9fzUuQwGb9pNhBbc125dm2/OxagPBcGEq9oX9PKQFoLLRhhQgRIkSIvxmqNcMiccCI+YkVSp3izeSVPcnRFjxZAEGqVKQSInoJBkFhcmJcjOblozAqqOyJr09gqwqUxoTjHRDDcjdV7XcGk47ZekHaUjyGPC9BtqtnR+RzBKozA6pMS2JY7LhMAnSXauYE9+IMw+beZb+HYaleZnEuseueZlyaF+N3AD3GSvA40xiU0reGXxyWD6MGDhLDEmN0vABGZxPV3sEmXxRsW9yupdhxPc8xf/sXsW3NzmGrNqsDYFj6hKneOfmkmIz52nr/OEsfmxVbxzwAFY9A5xvFtqXKvnK9fxyWvE5jWOKtc3dNxY7H31u5LDIhNe2arXxLbMVbkNhUYF8KAxcYlXoe/XsK0NCGFSJEiBAh/m6o1gzLrLBBIqp05cO0FGmLVXP1ry3EDih6eqLoe8VJH4PAr8DHhqXFygQwKpVFSQwrUPrSl4G67yQYlmqz0jJfCIYqLm1R+b6CEqWCEi8zAqtSbSFQ9zGEuBpb2odynbvMuAzD0LwC/bzL/K4D8OK5OHFUGBU/n1CmWl7AyiR3osfdaDYtt17yEpTrVIZ1IF6CiRiWapvQ4m4S2IR5zI5q21IZuW140jf30FUZlnoPPjfml3haOL+U1zNoihA15soS7E4JbFZymWoZLVRmxZf8GaC8Tkt+y+xcGov22oCq2h/VLsm89th9Czn+WD+pzIpwm6PQr4pdi6qMy9eGBWkdQoYVIkSIECH+jqjWDMuooDCiicRGt8htIAG2EtNP/6p4s/DcV+4ZEjm2aLYDwbNLlYaDPP98GVYAowpkWFSvU9okIRibVO7dm25EkKRUL6KIP6sVyx6TcaU31c4Fn30Vm4Qd8aR65xgy4zFMm3uVecwKUlmFyLC4RKnazCzZJiJNuBgw9USgJ6AouXPpHvK2Ph6hwQxLtj94N+Zzs4EMy+tbP0kZgB57x9oqotuEeQYUNWaLh9oJ6zUPXfn5g9KPEsPS4rDcH36zI6hT+SToH8C1R/E4LMjbxpQlY00xP0allik/vnNMKngMsr6Ul7zd+OSIgU3gNRTrN/as8mmCiPBOu+9ixPtmAZ69WixX5knoPTc+z5LIsDRP72BU7wErZsOoCP7wEu3hlVWE3scPetCb+nFWnDCcyoATBxi7/QJ5K3VR9zPEag4Z1HcfYlNdPeSjQgiC2gbqx8wWHkz14WXH91yd9QGMaxQ15xi2kbyPTYkgfChLwWjvXBPl+/DvmhuAmuyAlciN3uZOMop6xSIJVEuQ6wV1n5ZEVXFn9x+wlH5X+/h3DVhe3/qFMUhl5d2xqY+KXREag1yiYcAbvJQpfaA4PKkDmFyp3LNf0umgGYB9+gdw+igoca03YCmDUqzygYrtw/rTiFNBOFUHKjZAqWVo8JwtWHu598WFEXHAYsKGLEjwcAMWriKYNCpzzPCeE59n6QAHrFAlGCJEiBAhqgWqNcMyYzZIhSiaKeBShysVq+owycUV/DegU1fOtORD+kORdiSWU5kqUHGoECVrkW357qvuY1NPouTpnNi9J7h+5cJVqchvBmJN2tLUrz5qWUW7oQUZc1Whyz6okM4pyI2eOUnwa7R5XxGeTFW+Pw0Sw1KuSWVUyoSbsAVGpU5BEeBYIaXvUbdRpXyh7wMDxgMYlh+r1qaeUFg1NeAbxgAkYEnUZx1XqcqqQm0CUyEInb/SqsOTksxV0s+rtygyKvE8tj4BZqL+ccr+butOmUr1bB9TcLrQGBUv2+75vXpiudoAxdmCd4KiyfBT8RPeXoxZuSsMlh7Le5a9PnWDpVmYCFPtMw0GU71HdGalOWb4Ol3I6kLH6SKZj5F76UlvGSJEiBAhQhxCVGuGRWI2zIiqqE8wBitSP7ez2J4EURnD8qS6BBem2q6SYlj+rEmU+nRm5cOohH2JTaG5xXJGkoRUozIrrhOXDbNi4KHHrALshWK9cglakLEyY6SUzkldMmmRHYQn9jSEgEm3DSpjWPyCiJTQ1bk4hVFxBuvVBxrt1XrBsUJLgKqV1b71Y1hKHwfYUp1KSJXBbu2eQV6lwmrgqC00ve+U6vCxbSnu7dQgEtsSr4Vfs+bWDh2K7VQPsib6O1iZ40tcd18ngnMF2wZwmBXfh7Mv1XblMqu4LR2LWDaIWwf+zitlP2YVEDjMmRZL7M2N3x6bohGWCNjtD9Ndp4SJsO2ITSt1zGD9Zh9Ep4uQYYUIESJEiGqBas2wjJgF4jIsg7tu+uhyA2xKtmAP8bzNnCqu31UkTj+GxV3dA6R/iWFxiVxhS4HMyttOrTO0id/UY3reRkFTaie2a1Cp7Lkzu7p9wZNIdV9nkhl3sdYSpFKoorF6KZ5Az/almp2LB6YqdhueAsgg0LzL+DMi2290+4fAAv28zABfT7NK0yv52Kv04FK1b/V9VJuld23+TMsXiu1K9cCjBvU8xbi07V6LH2uG0ydaOIM2/Qxbsn0o306dYNBjWowhy9foe1vau6gwLaq3LVGZFSMiksefu64yZiUwLLPCVvaRGRazV7Ey4jZnVJxp2cqDbisN6dsIRFoymxzTnBBmy4oYHnNTmRazaUWYDdI9bcRjwkGehOw7wW1bJuAbNhEGDocIESJEiL8bqjXDIhUWDNPyWaO69MmwFS80J02Q+5NLgrI3i5aeSDi2eppApuUXyKt5+rl3oLAnv4SYul2DlSkv8/gNLaVLsGTG74czEiaZubuy6Rh4sKdg64mqh1fpi9hacl2Qv6cYr2Vrhi+X7fG0QIrNSUzeyk5tJxDNVXCJXPEy05IVe6yq0jRLQiAqINtGvFgc+Rh+XoJBU1AEsmnV3Au9bfy8BLl915TPo8bdeJ6gCPTm1Gxb7IfYb2paNIXVUvlV9H/PE2k53PNyLUBQ+iufiReTsVlJ9RV2MLOKM2ZlSWXEbRDLvShLZliMjcHPhsWNiEqDKEyL2ae4Dcs2AJN1jHv8CDNAceOis4vo9cmD6lkQvXs+tovKwGwiPFee7ZTGlHc6AUKGFSJEiBAhqgWqN8OKWSARRxIxRCmCCxiVjceeF5qWeJVnuHA3+V2pmdyy7cOsAj3+1HoqpW5xtlGYlpq+xaJ6XYLIeO022D2aCmM1GKth+m4f6Up7shIwLSLXMSFYySgDG57nILOb8KSqqgeoKN0F2R+D+lBsG84eFBsI7ye9PjBxbUBslSS5q+wr0EuQBnqHqrYs3/tyQZS20KeeIN6zz+xNrD0DUp5RCj7pZlCaLW16dWFfLRsCz3ghX7Pq2eh3j+LUPoDcX5VN1+M3pX3Q1CBisltxSeK0cmalMSwLcBkWURgWVIblZ8tSP06GIdUTW2ZY1Da880TUtCXurvLnA6DEe/9dKuXFS7qbKAxZ9hL02LLtpyQLQMiwQoQIESJEtUC1ZliIW1wqoUKeOI9sEV4HJBidxakuFCnSk/LYMd1yEgzLT3+uxcxoErsiaUv5xZR9uVSuxmwINixLEF2FbRgSeQkydskldSWeQ4yd8bJTuElppZJ0RnYW/pvy/pHPwzYVj+WZYYi0D5fU2dHFeDDF/uhnh/QDodAkTKiMSpPOSZWYFSBL7to2PrZMVlaZtT6Bo8KmRcal2DnUSf7EWBotV6CS0JbZFQ2BIXuTc8rrVNMLvyTm1UmFa1Clcc6UZcblB7/E0/z4cJlwkIeuT/+wcrKJbMVlpczKXSLOmJbHsDijcstU9Rak3hsRCMLireSkzMxuJdqwKH9mFGMjZ8yMVRuapycUWxZ7TlhfSM+SENtpVCHTRbUesEg8DsScJ4YIoxJhmbqZm6jbYbY2gHkNZasfQKUz1IBi50ABFxZk6KX6QJUw6BeyKog/8OrAFJfffkN0heUvpapKkC+ZDVyUEF2jyp0v3AefG9TdY0UMvrGhDFU2EUuiSpUIM/8SaVter7id24IwAu4Kq6oalSIlwsdX+dAF9J+kyvVxh3YuBnK96HShGu8DBzBPOAkaqDRnDJ6+x0foUdP48OfQ54Ngef0NQFCzMQHAU/PxD46iHmVOGFDUtADRBBbbTxUsrWfXqqsPNTWvcs0JVYLqQCWUg9Jg+fUPq1fnrvLeT/ld5O9q3Pbc1uPywCWpAOEOVIAzOIm/AVCuGnTr1QHLLxEAF9SY6o+9jO5AJXrCcFOByZrHKbtL/97jJ3L/u6pBVmaOa8yBg1LvA8AceIj3TCeDUCUYIkSIECGqBao1w3JUgq7EwehunMBw1YNcYmfSL2FqQ8UISTxmZcOTLJ0lFTeV5koKUinpzhaeaqaylEyaAwU3wttSckx5G1s6FpgEZ3veEJpqUIvSdbcTVUUe5XGWTKJmNNP0awCXhWlpkNy1llBWA5SZM4dbbbFuYm1AvHVcCucGW0UWFG+Pr/JXDaqQGZZcp89nJjtYSKomn2DfoCWX2AOCwUVmxer1MAZ2Tex582fT0r1yZyKFaQnCt5qMmLE+VSvByoRQST0IiP2WmGlRKvzmP5RdgpbitkpZZciS00WSS3nWb7lfPOal9heV3NXlpQ+zcutpPC7XqarBRE4XDFyVxN5J+T2mglcECyLmu7rL38O0uCMbewpMor1PlBD+TCeDkGGFCBEiRIhqgerNsCxbc/ckcdtzwGCpQZg+mTErlrxTsK/oNizVscA9J49iDBTQNSlCdmtXpWH3GhIwK8CR2FQXdSLcs9MGbL1X1mxXliJu++VDUgINeSoXV76hrsREuHWcCrmRmISZ2H5ICASnDvc0TJhk3WRRfV/l0nToNi0qE+oEHedzpCowK7adyrBUe5fOovTnorIpZIhNg8MZFEO5b7A4awzReATIAbxsyb8SctvyNuH9w/reC/DmUj1jKWCnTSyrS9egOECRJHYNsmVxhuXndJGgf5wl1Z7VILuXaFf2NCCWtOTsib2jLtOi8bjAthz6QRWGxfahfsxKgZf8VvaeIQLDopGIe90y3UnEtIKb3z1uRCo5Jix+CZ52hYQ2rBAhQoQI8XdDtWZY1La11CWwbYFhuLpbw5N2AEEKMoRRXpEWA7W1yUjpgQzLLzWTv3Ts5wGmegNyySRoCgKxfVSdN7sNH+8iLw0Vdx2T91GYFizP449PrsckTkO+P/H+vd9E2UaW/qV6pf28dEtKWetHb11Swd/urokCTwOXgev82XXCgHKVVQu2T79AccCHUfHnUWCd6mOtECupbZjQHWH7yuwS3F7p2Qj5T6VftLb3mfa+UgKsXKvvJj7aDa1chf5hS70/Kllatve94e+rzdeJZYjMK4BZUc6wWN8mMFCyW2Zu7bzCfVfdIgG89md1/HvK+pr1D2PTxDs19xEI+AYkujgCfy/WAIQMK0SIECEOAClWFSZyCnFQUK0ZFixLSwpJTaqzCT6TmLufwHic1USQBJmUILtLcalfYFialKoKCsp5iCCx82k3AtLpcKlM9PSintQm3h/fRmNattYWXBoP8hYkxJME1eS3Cjwbls2lLX4/Bgs89Ge1fqxCi7dR66lXp04Sp03oyLYD4ZXcBgJ528B+pOI1JWZWfF87+H40O5jwLKhSvhjgKu0jsgD1XnlZfXZ0CZbwHElMspZZrmQvYrsL3pruQdx6otRToZ/lZ4ko/aVPSyP0RxBL8tNyKPsEJ6D2yrpd0v8YRLAFEtsZqK6Z9yVOLpiOl9oOxbstB3ttrrxfxBa+R0Gefao9ysltJW8bEDBMEzEtxqxcmz5VGY9oUFZszp5vgEKJ+TQ7htduPHWX8n1i8V9iIgD+XLs/TJJUmjiGkGGFCBEiRJJotHcHXpr4DE4t+BUGKEat+gG1yvcd6sv6f4PqzbAo1aUVSj0mxSVPRQJQJmuUJuoLkNAo83piUf3w0c2qZMXvWNp5VDuDciy+pPo2mjeYD3uqjFmpDItSqMYdL8OAIrET8TxuFXc8YtuqXmcCrVHqWAYNtd3E0xDlsoncfFobUQpPZA/QlQf2Iw3oQ58lqcI+vvUBz4Uo3QOQ2JNvfwv7JJPomEnovN8g9wG1EcheNHYkJsOtZNug9YTqfesXWgfI/cbWVTqJqm8/Ud991OUx6+bh1t8+Qo14OYpSMlAcTUeT/YU4e83PeLnlUGcjW91XuCEr4F3UJmek3vujZroIYla+zzbbVmFa/D3zvouEqsdnjFjOYMsZuE01ZqW+x7wf+bQnEPqSMTbqn6UjACHDChEiRIgESLFiuGnGx7hv2juoES/H3PotcMGg0Xim04kAgFPXT0OtipBl/Rmo3gxLhDDKc8mBrVMkTc1sQ71KqrogcdHN75z+lxI0SaJjw2KSSsA+2rG8aw/0pqmCl00gs0q0rZb+QNnXFvTYfN/Eh3YYAi8l3kftC591lUnj4jbqaRNea2UZctVr9L22AGYnXHuQ/TMhVNtVZfv4xGF5TMr9Yap9Lbabwryr0tZqfRA7AwncJqlkt0Hwe+crORahQOPiHXhw0ltou3szbBC81e4ovNb+WNC4gcLULCyr1Qjt9mzEiHVT8FKrYcIxhBMEOfJpWg+B5dj+OyXHrKCsY8eS7cqe4ZR4mYKS/ZaIzFHNqBJEg0S27jlo/z+1YYlp2kNUjmTaS92GldV6A6CEeMbVJHEg+/zpqOob5YNk7pP6OPH81VEdr7kqGLBxKd7+8gm03b0Zu1MzMGbgv/Byx6GwmEMRIXi91TEAgFM2/HrgLCv8diWNv8+AFSJEiBAHEWNmfo6MeDnmNGiB844fgxl5bbVtpme3w7JajZBuxzBi/ZRDcJX/v/D3G7BcaVaSaA0CGMSTCNmfVO/uI64X/1xIUmXAtt55ZMlJPI84+6Z2XIjHYvfjI6mzWT3c8/hK8kEsKVH5YIC3MbtG9udda+A+LrT+IonaSf6T1ic4XqK+rtJ9+u0fcDz1Wn1ZSjLX4ratdl+B16qzY76v+y74bau9G5UhiX7S3xnvmQjspwAE9nsl73Flx8uoKAMAPNb7FGzPqBVwfJVl7XePITzj7B1g3xv3T29zw/sz1D9nW+L+edsq768I3ofutgz83MLxlX2I+6dqVfi1+6zTnkelPeXvAPyfk0pw0Aesu+66i98s+8vNzeXrKaW46667kJ+fj/T0dAwePBiLFy8+2JcRIkSIEAcFlSmEp2e3Q2FKJtLtGFrt3/KnXNP/V/whThcdO3bEDz/8wMsmS7oI4JFHHsHjjz+ON954A23atMF9992HY489FsuXL0dmZmbVTkSIJx2IQXDKLMFUXCeUNabks86bTJN42yKxVMBW8QddDKIk8kbsuN4EivJ6LxiTwAtqZlXKRiwFlUjdWEC1ELDrf9E+N8STZiptzGeAFepZW5uJ29q3zY0E2wTsE9gPar8RBE7cGDg9jPCDhz6wFFOKg4hffwX1IQ/G9QuAVbZhbsW8K5XpXxx3ffn46jG05zDBJH9ScKd4X4Zep96fbz8mu4/ftVeyL1XFbEWad37IqxL2kxbk7HOtjBEoiXipAWRVlKB+xV4AwOrMXKnNJAYUtGTvket2DoN4CWuFVEhOWXFRt9UpMCGzKUBIQadMMyIem2ei9vme+l6zwCB91jllSPUqi+bbBiQm8MMfohKMRCLIzc3lf9nZ2QAcdvXkk0/itttuw2mnnYZOnTrhzTffRElJCd59990/4lJChAgR4g9F110FAICCjAYoSql5iK/m740/hGGtXLkS+fn5SE1NRd++ffHAAw+gRYsWKCgowNatWzFkyBC+bWpqKgYNGoRp06bh0ksv9T1eeXk5ysvLebm4uNj5YZpcOuEswBR0snzJmIIitbLR3iA87b0m6QYxK1FCY1Wq1K16lRpEqGQHVHZS3LS5l6kpbOPeKwv2Y/fFA/ZEBqZIcVQ5cFLJb4l8Xq9d2faGcHyiHEO8d+G2TbEf5PMmrNf6x3/JRTFCtX00e4hSFt2peUCtyooCprrgunphXRCzEp8xypMEs3ul8r7c69jd2aaBkmlg2iq/CTc1KVjeltssAIFZK0s2ZYRwrMD3R+svuc+pD4uBsE46VgLBXH0FvcBoAeq7prYXK3LbDfXRuFB037kGADCvXgv/tuITKApu5ID2nWJButQwhclSlfeVXRML/tU+OmIjyN8/bwJHp8MI03yZpvdN0d7xBKyQPSOm8jyo3wDpOYd0XGpUzVP4oDOsvn374q233sJ3332Hl19+GVu3bsWAAQOwc+dObN26FQCQk5Mj7ZOTk8PX+eHBBx9ErVq1+F/jxo0P9mWHCBEixAGhGxuw6rY4xFfy98dBZ1jDhnnBc507d0b//v3RsmVLvPnmm+jXrx8AYaR3QSnV6kTccsstGDNmDC8XFxejcePGjkSiSATUMLwRXx35VabFJEPTW2ezukBpX7hu9T7YpmqqF7aZLRbUlV6AsLOpU89PR8EnpGS72hFnLZuynEbYEV3mBcNrVy15pizB+0LVSXM2y9qPSWjEs10pbWwrS+ojuXttLi9ZvTiBn7qtyni8bd37M0V9ubsOyr4BIERgW1y6rySKVQy0ZZsqbMJ2pWfR5KixCirvo00gGjG8qdYTXIt0Pz4mLJEV+V2ro32Q+9CzV/pfo20G92UgexLKQesqs1eK9xiYQFco6gHKitaDVRvin8yAa9olaLXXcbSYW6+lZ3Piz7vhpTOKMM2I6Z6GsWq5QQmlfPp6wj7RjLWwSSC9vEfusfRngKhMjl+bwKwA5xuq1kXkMo3I9dQkng1b0XLxbwF/bti3Wf8mi3bBZPCH2LBEZGRkoHPnzli5ciX3FlTZ1Pbt2zXWJSI1NRVZWVnSX4gQIqLxONps2+xlqq8CapSXo+GuXX/AVYX4u6NboWu/qtkARamh/eqPxh+emqm8vBxLly7FEUccgebNmyM3NxcTJkxA9+7dAQAVFRWYPHkyHn744aofPGJqIz8ihjDSK4wgEsC8TKIzK1Ui9POiUoUaJYWNmrCUElEVzBiULLFzc5c7WaPItGxXvjDYFPUuswpkWoQ6k1wCAHGlN0MRK/1SsQR4VXp2DUMui22utnGAVG6bPmzWlLfR7BsmdKnb3fb677/EqOlO4OYb/Y/Ai4OPQmFmliPVqQxLlMhtGwvvuBUAcMRtt2JT3bqQ7ImqnYPvqRqvvGotQ02AJM+kdFu0T7obGe5xmRSuMW5Qh2UBHmvmEyrK59FSlQnQn2u1zUUblns6pY95Pwo2YlvRYmisTNsXfF/13ePXqrJqH2JJ1R/KUpxAMjCTkMJWOLOnxGNL7jbtizYAAJbVbux8RyKyKsYwPbbEpv/hHqeMmbjfLvGsHhNUpqxn7wRLhsvsUX6CGredKZoSxqIMZssydGbl5xsAyKzKff7Y9ycRs3Lu0/C1TzOP2GRw0Aes66+/HieeeCKaNGmC7du347777kNxcTFGjRoFQghGjx6NBx54AK1bt0br1q3xwAMPoEaNGjjnnHMO9qWE+H+EuY2b8wHr/F+n4Pxfp+Dbjl3wXr9++KVVa+9FU/DAuI/47/Jo9E+51hAHD4ZtY9DKpai/v1heoQxUTXbvRM7ePZjVuAWv1+Y2o8Cu9Jr4uXFH2AHPi4qCLEcz1H/7MqTFK1DxN0rP+lfEQW/djRs34uyzz0ZhYSGys7PRr18/TJ8+HU2bNgUA3HjjjSgtLcUVV1yB3bt3o2/fvvj++++rHoMFONIA17EafOn9dkd6tlSkfq/eR+JLyoblf1nalAlMdywqzplpibExIkvWfL5IxqLgSYKMabF9iGvLsFmcBRPKCPWkbItJhgHMyk/cVJkWZ0uqLcvw2tpkUpfMam1lSU2iM6qApR3xyppE7i6/7toVm+pejY9efIpf/tDFCzB08QKsq1cPH/Tti3F9e6MwM9OTsqmNEb/9xrffUTtTbhuBYUGVAlWblmgLEvoMEGxVWpN7LNvrFsa0ZUrAmLjEtJTJRnl3sYn6lGP6QrUDaZ6AfgzYn1nZvL/0vvX6MIBZiQwryM4lMCvDtnHC4rm4ctL3aL5zR/D9KThp0exKt7lh2Hn4rk13Xqam+0cBm0+X4zTuhKbdcOHSCWi0fydOWT8NHzQbJK4GtQ2v36N+HDfYqg143w5qsgkVXRsW8yJMYgJHzdOPsTKuKfG8BANtVpxFeZoslVlRtexj+9Q9SwnsKqS6IJT66YT+2iguLkatWrVwdKvRMNMdvTFNdVrATonwhrNT3GWULdWPp3M8h8q7vxVHgCCXaN/0P4r6SDP42sL3jX1UxBlkARis3h1gDDZTr+XV8XVxKh9DKcOmfPZPLYO8mmFZBL9X/wFLc2KJGJoQwMtum7ffsx7N9m7HVy17gRIDdkTsD8jLKDsutPX8QWd1JpXKpm3h0kk/Ycz332q3FTMMTOjSCQ+fNAzrsuvjoXc/wshfnQHrqDtuwJoGDQAAKbE4uq1bjy7rNmBa69ZY2qihNiutNgOx5S0Jm4E3Lu/DVLZsyddbXl9q2/DnQC97/e6uU/o0aNYACX5B9MKSGp6aS1QTAvqgI6oBRSHDdx91vTBIBTtmUOQX7cIN332FExbND76n34FfmrXBjcPOQ3FaDUx+4U7ULd2HM0Zcj5X182HGKG9r1j9mjOKENTNxx4wPsDslA2cOuQVlkRQYFW4/xWyYMfcddJcGL7udGmdl96CW5c3aG3e3UWYepqoTlR9Ud/YAd3pETEH1JzhiwH+gAhw1YNBApX4DvO8EdJWzAcRjZZj16R3Ys2dPpf4JIX8N8afg+rmfom3RJmTGS/Buu8F/2Hnipolnjz4WP3TqiIc/+ACdN23k66K2jePnLUB5xMS1/zybD1YA8NO9jwIA9qekIGLbSI07H48lDfNxwo1j/rDrDZEY0XgcPTeuwaAVSzFw1TK02rHtoJ9jX0oq3u8xAB936of1dbPRcvs2/Pfrt1G31Mm+XhFJ/Jn8tlkPXLDoBzTavxOnFkzDe60HH/RrDOGgeg9Y0Qho1KWsUY+6eoxKVk9pDMtPhaG57LpLVfJkyUBFaG7EMnuiot6ceZpasqTOxGKiGMPF/JWM4dtMFcQkbaIwLot6Kh5tZmNFpSAiKF0PN9rKkpNtEkHKcg8b9dYBwPzs5mhbtAlXzP8G83OaYX5+8yoxK3Zsbx2Vzuf1l1O/tEkeThvzb1z600Rc/e0EpFjMIwFIj1Xg6CX++SszKiqkcovt2x11jNfoznl4GxOxidxMPLJ6lzlDqGSWa1+Jp+pjHcSeN4P3gf5caM+Swva0mXt9oPcxW4oqQaXOh1E5ZfAye8eyKvbjqunjsaNmFmY2aoUFDZsgFokIGg1laQL5xbswcOUyHLFqKfqvWSn1SdwwEEnSE/TXFq3Qf82qSrcrSUnFwvzG2F47C9dM+QoXzJiMqG2h3IzgxX7HYm29bKePqKiWd0AoYMPE652OwR0zPsA5Kyfj49aHIRaJutt5OnZT2dfrfyJVkBgBdVMvaWEp7JtiKW2QhPOUGp7C2XXEUwmKoSrOOsWBTShzdX+UOVcozwNn5l69lobNQGKVtYLqPWCFqDb4rGVfnLVyKiLUxv1T3sG5J4/B7poZf+g546aJZ447Bj90aY9H3/kQnTdsAgAMnb8YQ+cnTri8uU4t5BQVIy0WR3bxXuzIDEMpDgT9NqzAiIXTeLksEsG8/Ob4rWlLzGzSCvMbNgEA9Ni0BoNWLcURq5ehVaHMorbXzMSUNu0wqV17/NKqNYpr1HBWCN+5lHgcxy+Yh1FTp3BWHTRY7UtNxWmXXosuGzbg+h++Qu7ePfjfJ29J20xu0R4PHXkqNtSuz9V/ifBtsx44f/EPaLxvJ05bPQ0fNB9U+U4hqoxqPWDRqAka9XSqgDPae7arAGbFpXSPafkZf52lrHNNKi2MYuz23Nt1m5XHtNjO7j48NY9TNixPUBJZl7gvc3kVGZZ3Ptm+kZTpUnW2UJiWKEGpNitVylqVnYf52c3Qdcda5JYU4a6p7+HqEy507FmVMSvRhqUwK0+ql+tZapt7P/gEPdasRVSVSAWURSKY07IpJnVqgzFfTEBaLI43jjoM/5w4DY12FaHhnl3YXtd1yGCHYf2l2FlgeczbZkxLYTH8SgQBmEvuLNzB3Zf7eiiOFdSgMBR2zlm6qZR5mIXe50FJb+W0Ue5vxSFJs2EJNmFWtzw3n5+rKK0GapeVoN/6lei3fiUAp+0tYiAjJrOouY2b4ud27TC5TTssyc93vDyVa+MgFGURE5/06YlPevdA93XrMGrqLzhp7lztfgHg6Otvwa6MTBQ0yMbKvAb4/LknpPVF6TVwxwlnYWeNWkiJx3DzpM/RdfNaSGEOvAH5JSAzVgoAOHfFJIxrdRgqzChMyCwLEJ8HuU9F2zFzpOK2JUu2YZGA1E3yAeUyVRmWkHRBSwYQ4LIu2qs0W5Vqw1Jsnn72SUqI58iSBKr1gBWieuGz1n3RdcdaAMARG5bivPmT8Va3I/+w80XjcZw4ax5ql5Qm3C4tHseA5asxYPlqXvdLu5Y4asFSNNpVhEY7d2Nu86Z/2HX+nVFQpwEKa2SifsleXHPK+SjMykSfdavRe8Mq9F63Gtn79wJwWVQrh0VNa90axek1gjNcJAIhmNusGVbm5AUOWDd8+zU+6N0PRy9ZjAt/maytr11agvEvPIhX+h2NnhvX4PCC5VW658yKUtSMlWKXGYZJHGxU6wHLjhpACvMOZEtDY1aW5o0ml6nEsHQvFgC+0l1lbu2idyAr695lLIhQPj7bzuD1FIbC9giL8RM81KSlQQSdN/W9Nu+aZRdp6Z7ZUk2r4l6HYwPU7YLyEviuVXdcO+sLZFU4A8i/Z3yDOY1aYH7jZs427vstepIRauOJj99Co6LdePXwgfi6ezfYhuExKt6HVFrCACoiJk67+QqM/nICTpq5ACqeP34gprVvCZsQXPztFAxetJKv+/r+p/nvNlu3csamBiFzxsr6xPDsDh4jlu1PGlMmym/hB1Hc5kXbp/esMBatPFual6DPAxvgJciOnWqV47QV03HSyt/wVeteeLPLUTrjUj0BI3Ldb01a4vhl89Br02o82/o4rM7Jwbv9BwCUovnubYhYNlbk5YAaRoCXoNL26rWKj6x7q+fM+AUAsCY7GyfccC2W3ngr3+aM2TNxxuyZvDypTXvcO/wUbKidja4b1uK2bz5Dt03rcc2U8QCAkmgK7j7uDOxKy/Tx/PS8eJ0ysKVmHRTWqMWPz0O6uBFa6VO2tAx3e9uzYTHbFXt/mZegaoNOZMNS3Nq1wH8xka1ms2LvtVomAusCr3P2lb9TYqiQ33c1kaOjimo9YIWoXiiPRPF16544e/FUAI7X3qPj38IZ512H4nQfexalGLRyKYYtdgabJz8Yiysn/oBnjjkWX3fvkjC4k9g2TEqxOq8B7j/zBJwwayFM5aW+/Jufcfk3P2NBs4botG4zAGBVbjaWNc7FcXMWczXi1V/9hNr7SvHuwD5Y2rDhwWiKvzzS4uU4beWv+MeSSahX5njLtdm1+YCONbNJKxy/bB56r18tryAEa7KdwNuq5JNLBkcvWgIAeGXwQJSlpOCX1q3RaeNG3DhiBE6YPx/D5s/H1lq1cd+JJ+OnNh0dNZwFzG/cDCMuugbDF83B9RO+Rs2KMlx5+oWY1aQVjDhgxNxLF9za/crJ2L1CVB3VOg5rYP/bYdRwPnSi3cpKUaR7JrlrNixn6RvEqupaD8CGpcVl2bq9QY/job71hiX+VrdRY7kEqY+zPNVLMPj6GfSURrJ9KlEqnqC2brFnKz5+/1HpPGN7HIb7h5yu2UIe/mwsTpnvBHrOa9wEzQt3oFapw85W5jTAU0OPxde9u0iMCwZF3q4ivPm/1xCxLBzz4LWgpoG6xfvw7HPvov/SgoT33OXlO7A3PQ319+zD+/e9jJZbCqX1l19xDr7p3cWxVQGeQYqxG4uAxNlvZ5VW5tK4Wx/XWbIRh3IMt17oay+WT15qfe4icfJbZ5Ear8DpK37FeYsn8oGK4Z+nXI2FOU1124SPLUt8j5oXbsM3Lz6MskgEvW65HxXRqGZzlOKwBJbs1CmGI41heTdGKEE0HseiMXcgNR7HUf+5AWtyGiASs2DaNirMFABA5v5SlJqpsEzTN5YOACIVFKnxGMqMVOdyLKEf3IGLx82xgUqpN2NUiLGj0rZEKRssZjIuxE+ydE62Uj4I8ZRiAgDPk09nUk5Z8QL20aoEJl9IFBROAKuiDAtfuy2pOKyDLNeECJEYe1PStLrCmv4P6ZAlC/nvxrt2YfDNt+KxYUOxJz0drbdtx9NvjsV39z2GE2fN4y9u3q4ivP/fl9B28za03FaItArnC7Irqya+6tsFAPBtrw7o8/RNuOniU6Xz3XH+idhbw7m+wlo18eHAXtL6uGGgNCXlwG78L47UeAznLJmEzz59AKNnf4l6ZfuwsWZdbM2oDQD4pVE7LMw5MDteQb0G2JGRibR4HF03rjuIV+2PDhs3IzUex+6MGljTwJk8Nm6aUuqtvenpsISZ0P1gGwZKU1L/0GsNUTVUa5WgnWqCprrMSmBVQbYr3QvNkwACGZZqu1KlPB+IEwACMuMKZFjcLqVI44YgbbJrs5RtFFsWn9DRpoLU7dWJID6Smc4m/e16ogQVGJOjtPXbY5+SzvWPf1yFWc1ayNu6KWy+7NYdI2bOAADU278Pv953N/redwfeOGoARk35BRf/8DNab92Op18bi9bbt+DdQX3w/mMvodkOL/P6cQsW44sjujq3w5KOEopd2TXx8dHdcNovc9F3yVpM7N4a7w3tBdNt1PwdRbjlAy9bxriB3fHsKUdibYN6MGB57MJiXlysrTxGwJkV69u4bJcUvQjZDBOBnqCszYW+NwyPbTkHdLflzxtRykLDi88vpXh44hsYsMlxLtiYWRevdj8G83Ka46NxDht+oc8QzQPUL/4KYCzJ/R1xTsacK8a+/hza3vcILD5NBdtXYFxGZQxLddUTbgUU3detBQDMbd4ENCrfuBg/x86tetn69Y9ThuaA510D6zD1Won3DVHeJ+YJyqfCYezMoJ49Ms4YlOFea0DmmkRQM9Uoti1qEC9pteoBHOQB6PvO+38DxITVfhN7ViU1U8iwQvxpqF26Dzn79kh18xv6S+0Z5WU4fsF8qS4tFsf8m+5E/q4iPH380Tjs/pvx9PFHAXDsTNNveAjNtsvThDz53EfILyzyPcdpk+eh75K1KE2J4q4Lh0tfoz0107Eqvz4v5+/cgz0Z6Unfa3XCqSumY8Cm5SgzI7j7iLNw2pk34/O2fTFq/kREqI2pTdphYe7v85K0hbZ99KP3YBzANDDJoscah8XNadnkDztHiEODas2wrKgBgzErgVVpOeoCbFhiPjNtYsBAL0FBWgsQDAIlXB8bFhP+NE8/Lv0xSV7QX7Nr4sxKlmw8mxbxBD7VvlEVG1YAw7LF+IqAmBzW5t22rcGjX7+tneOFD1/GtSPOQ1GNDB5jZZvAyb/NQmZ5GdZkZ2PYTWPw8z0PIqe4GADw3YOP4/LLzsU3vbrgv2cdiya7duLk6fO1YzNM/fd/8cwZgzBgoTMzbP6uPcgtKcIt7zgM6tmRg7CjURZSXJpEKVARjeC0xy7FgrPvBwAMWLwG3934P9xx8Yn4oXd72DbT6bvSMe8nA4jL7cVniGBmL86m2HbUs1kpbW0oDMtj4gLb4s+Uwrg0T1C9bXL37cLomV8CAJ7pczw+7dTXaaO9uzB85SwAwAv9HHYVlA1Gm5wxojAmAJPatsNRy5YCAE6aPxfj+vXClHZttbg5alAhto3KS82GxRizdz+UAj3WrAcAzGnbGEhh8UvuBrbQvkzboHq9+vQP4PSFESPS4aB8HzyvS8+zMVhD4R6CPR/MpmSBx2Hx7wBnhmxn1es32EtQe4+1nKA6k/JjVIDMohJlOpHu0ycOS0xobCXxLWKo1gOWnUpAfQcsd30lKX/Ehlbn7bFVw6+PwVdtZ7aK11P9A6IlT3UHKEv4EAHeAAahLA5ezr7yR8Eb7LwPmefizIy0CdREyo3ors4BL5444Auuzc6F27hg5kRcPXU8ItRGQd1sjD5tFJoVbceDn7+PwwpWYNyLT+CK8y7A9jqZOPO331C7dD8unjQZAPDGoMNQlmHiiPtuwkePPY+u65wsBs+/MBbPDd+Ix0ceg7svGJ5wwAKAq8ZN5r87r96MqRc+xsvtNmzFpZ//jDkdG2NJ6zzE3NxxNEIwu0MT9FzifACz9+zDC/99D18e0Rn3XXg8ijJrwHL7hHksUoNyt2E+iCmBm1xVyNV+xEvLw9R8zKmDDWTK80Es8WPm3kigW3tAo1CKO6Z8hIxYOebkNcc7PQc6HyFKcens7xChNqY0a4e5TZs522tuyu5Sc2+nnjBoAPX27uWDFcOc1k1AU6jkLMPP4dZxdThRy+7CR2BssLsYjXYWwSIEC9o0hBFlQgiTFty+sAl3nPHuI7EqF4Y3ELEQE7hqPFXtx9cTYQBW0mxpgiA3B1AYJlMBupsKCa2dsnzfVQoK9wlP0ZMByNv6JTrWExxDOq6fgOMXJhS6tYf4S6B26T7c//27GFiwDADwVYceuHPYGShJTcOyhvlYndMAz737Oprs3omPnn8K6+vVQ1tlNuqP+/YE4MxVdeZNl+HVZ97AEUuclDtXfDUZHddvxuirzsLlY87G84+/B4sQrG6UjTYbtuOXri1w2Pw1lV7n8ImL+O/S1CjmtW+EWZ2bYmanpthe15kN4NkRA5Eai+OCz37FiVMWot/CAtx5yYn4vmf7g9JWhwKnL56O/htWoMyM4M5jRsA2DGTv24P//PQRBhU4buHP9x9y4CegFCfOnYs7P/tUqn7quGOwL113vjkY6L5yAwBgReMc7E9PDR6sQ1RLVOsBy0oxQBSGZUd1ZqWqBkXVBcAYgr+brT69SCKDr/LDTyXIDsN4MJeSZcblBYW6OwhOF576UJGoVXd3G4Ihnt2IfBtVY1gBS5+wgJa7NuOFcS8jd98elEUiuO+40zCuW19Q3icUy5rk4dSrR+Px99/BoOXLtcEKAM6fOhXPHz8IlmmiPGLi1RMG8AGrNCWKQQtW4vM7nsNFd56Hr47ohOFTFqHNhu0AgO8GdcC/7x2BOSc96HOT/kgvj6H/vAL0nye7v5//xXQM/mAMdtariZte/h7ZRfvw3CPv4auBnXH/RUOxK8MZ2CyD8GfJjjPWxdgSK7sHFVSGqhrKS83l1B+3cCG6b1iLn1u2x8ymLR1Gp6iT/QLVAX9VYF7xLlz3yxcAgKcOPwEF2dk4aclM3DTxM9QqL0WFaeLxQcMxr2kzX0YtL/V3J4oYnhg7FsMWeJ6eDL0KCkCjbMZcWZNBTNtjmbxNWJklhJXrRfRcvRYAML9NI0SiljbLMzPwU5vIalxAY1xQ3kXEAMJeBkNmScRlWrrLveh0wfpUPg9/55mLvKCi86YUYt8S2Y09cWLj4GsCZEZUadotnxAGbabpAGccyelC/Z4a3GM/KYROFyH+ENw48Qvk7tuDgrrZGDlqNMZ17+erw9lTowYuuuhfeP6oo3yPc8Pn3yG3qFirX9Q8H2fefQk2ZNdGk227ce3YH3H/v4ZJ29zz1Fdov2oLdtauoe1fWDcDm3NqJX0/GaUVmHnSQ7jp5e95nWUQDP95Ib685jkc/duypI91IPj3pO9w0bRJePPt5/HzE3fhzvHj0GftygNzXqAUd3//oaMKzG+O79t0xTOfvYoHvn0PtcpLsSi3Mc4YdR3e7jXogK+3+9q1GLZgIWKGgceHySxtwIrVSK2IBez5+9B9haMyntum8R9y/BCHFtWaYdlRAJxhuXURwYbFGBVPHaKUhUSqqvQIRcJNhmFxBLm1izYlPl2FW2a6acXZQmRcfJoSxWbl2btUI7yg+1alb+V2pMvXJDJ2DbJx2t+GBTTZvQMD1q2ADYJ//eNSbKpdV3B08RwrqOu+bkcIHj7leCxskY/nXnlHu56KGgQpRjnuefMLHDtnqXsJNla1ycboW87Cx2NewrHTl+KJfx2Nhy4/Djc//x3fd+yYN/QbBDDxyLY48+M5qIiaePniw717E2EDTdfuRJ+Za5GzY6+2+pJHz8VtT45Hiw078dwj7+H9Yb1wzyUnwHKlYoslsGWzMLNnijEtwbbF+1uxm7Dyz23aou22LQCA+vv3YeScaRg5ZxoKM2piQtsu+LZDV8xq1FLK/hEUwH7mvOnov34FyiIRjO11OD5+61HOqp454ji81u9IHqMkOdQotp7+a1bgnBm/4tWBAzGnWXOJaRnuw7kqrwEmdO+AMeO9gR4AFl/zHxz26E3YXt9JKsySuRoG5UzKMKjvkjMu5eGNxCx0WuNk5F/UMQ8pKXFuuzr3ixk46ecFfFuHqBDePKWpKXhgxDAsaNFI6x8maNmE8P5ATHau4AltXZbk2bLgfSs4s5K/LUS1pQlJAlQ7JdfEKNMFJYRqg9Y0JrpDjR+jcupZ2WdW6UqSL8DwqSMUdhW8Lqr1gBXir4nT5zuxU1NbtMWm2nWT3m9yh7a+9e88/Bq+6NcVZ0+cxes6FGzF1e/9hC+P7oKZHZug9+L1OHP8HLxzZl9pwArCmR/PAQBMGtwGn5zRw3cbmzrTd3ebtwH/u/5Dbf2r172Du68+Hi3XFeIfn/+Gs76dhXsuOSGZW60yPujdDxdPmQQAuOWUs9B9/ToMWboQ9ffvw9lzpuHsOdNQWKMmfmjbBePbd8WsJi1Bia5AyduzCzdMdFSBTw48AQ327UGtcid7yH1DTsNH3fsnfU0nLJiHoYsWYOiiBbjsn+fj+66d+DrD/aC237QV4x94Uts3atn47o7/4eaLTsV3vTomfc5EaFewFakxC0WZ6VibX09ad9nHP6NecUnC/Y+fuQgLWjQ6KNcS4o9BtR6wrBQC4iYeENMwqV6CmnegIOUDLsNSp6eoLHgxGbCEspzdEFDVrZ3bnxR2xDyWBHuVlopHYYW+QclV9RwDtHvUsmYr3mIwvN8RxHHqQmcm3w9694OV4raB6pkZod5UIS7TOneyN2+SiHYbt6HduO+1+ivG/Ywrxv3My5d8OBVDpyWe50rFjye3Q0akwnedDYIOszfjntucD/xvfZvioZuG4pPTXuTb3PnUN1y1aFAgNRpD3HBuMu6ynXjcKRMiMy3OhuJGYDgF6/M1+dmY1rIVBqxehby9u3HrmWfhzorT0W/NKgxbNB/HLlmI+iX7MHLuNIycOw2batXBP86/Cltq1fH62qa4+7sPkVFRjtmNm+Ot/kcgxYrj8IJlOKxgBW768Qusys3B7KYtBKmc6rYrt/xV9248sPuFt97AIycOw0d9e+HM32bixi+8oGsRFiF478je6FKwEV0KNuPFp8bigyN74v4LhqE0LQWmaQuMynloTSKXVTLMmFavlY4356J2+UhLsdgtO8dwX8J7LjseW7KzQKnBbSfXjv0J7ddtxcac2jCjtm//8Ptmzz4jX8yDkMisSZpSRmE0ahJrlrLJY1g+77q65DTJe5H5tEbqN0r1RkyCYfkxKrFe1ar47aszLao93yDg38RkENqwQhxUHLV8Eerv34ftNbMwqU3VJOftteUUTRYhWNIk13fbspQIpvRsCUv5ejXZuLtK51zaOS9wXee5G3HPzV8grTyO3/o2xd33DMee2jVw/22yrSx/254qnfNA8X6/fgCAM2f+BtOyEDdNTG3dFrefPAKH3Xg3LvrHJSh0nT8a7tmNrFKZUZw1dzoOK3BUgbeeOBK2YaAsmoIrR1yIX5q3QUZFOV4e+zJ6rqvcsxIAfmnTBtNatuLlG78cj5m33xs4WBVmZuD0/1yG288/BWfcdSmeO3EgbEIwYuJsfHbT8+i45sCS6zJ0WeaoAxe2C05QPKtTE0zp1Ro/92yNn3u2wdRurZC1381P2bjB7zp/iD8e1Zph2VGACN6BbKlPvR4s5fOyOj0FZxNKnIjqeeMHlcVwzyQq/4ank/Ziq9ylYusiJpXYllMXsI+4rILnmHYbmoekXJYTljq/z5o7HQAwrlcfVKQbgt1Q6QOBYSFiA5RyL8FN9Wqh4c49MClFh/W65+ANN5+KqYe3hmUa+PcbE3HeBzMqv5kA1EzR2ZVNCY4YvwL/emQqUsstzOnXGI/dfyxSUy2YdgUWHNEIFVETKTGn4X86qi2O+slJa5QejaPCfVZMV0JnjIExLTbIMoZsG9Szm3A7obsU4rG+69EJOz/LQF7xHhyxehkmtnMEAkIpKijBoNVLUH+/k7D2llPPwtLG+WAd3nHTBtz4g8MUHz/mBBTkOjn2QChKUqK47LwL8MLY13DY6pV4aezLuOiCf2F2sxZu7JGzKddCGEBmaSkeef8DDFjtP6vvnJZN0GP1eqnumP+Oxt6sdJiwQU2CJ847BjN6NsfDT32CFlt24qPbX8LT5x6Jd07vA2oQmLwdGbNy3xlAKrNl5+XOgLWsUy7SozHel84+zjYpEQtp0TgsCzjt63m444Xx/PrWNquHSNTy7R/AsT16di3F45N3G7N3eV6Ekj1L2IebG9n5WFylaMNSNSSVxVUK0G3RCtMSl4rWpDLPPz+7v+Y1qq4n8NVYVcWGFTKsEAcNTXbtwGFrVsAmBB/27pv8jpTi9g+/xuVfTwYA1N5XiuL0VEzv0Axb63qsa0+GE7tzyXtTkbm3DEMmLfldgxVDtDyO2jv2AwBSyuK4/sbvceW9k5FabmF+70Z49IEhiKV6sl1pjRRYpvfqfHB2L+2YIjL3lSGnUPd0rCoqIhF83Ns51znTf/VWUIo7vvwM//zVmbblllPPwrheXvt33LQBb7zxImpWlOPX5q3wTaduiMbl+S/KUlJw2bkX4peWrVGzohyvvv4Keq71Z1ottm3Hp08+haELFvmuB6ANVsMe/Df21NS9NWd0bo6TH78c3/dvj2jcxpg3f8Tzt7+LBlVsr3o79yFvWzEsg2BJ2zyAUrRavR3tl21B+2VbEHFz8OVt34P6O/fizqe+kQarwtoZKMqUr69GWTnydziMndg2Gm/fibRyf/VxiD8H1ZphWVHBhiXYrSj/TXkd4CPl80kAqWazCoq296Lsqc6yFEFBi66n3m8ozIrHo/DYEI9ZAY7EJbItVueU3aViBxO9EhkCpz4RrzvASzCQYbk2wDPmO+xqSuu22NCgrrtO7gPwPrCd35Ti9o++xsXfT+Xnf/XEAXj6rKOQTisw/qqnAQAP/WsIZvZphhduHovW63bg+7Of0i+8iljcNw9ZKMULg8fCJsBzTxyJMx6fhdz1nkdg15kb0XbDdqxq62b9dkXM9DLPLbs028vgXr98L1os24k2K7ei9YrtaLdyKxpvLgIAXHrnOZjWo6Vn2+LPkuHZTeLcCOK0E5fknfXvHdEXl0yajEHLliF3/y5srlMHw+YtwKhpTvutzs7GjlqZiCCOWEoEHTc6g1WtslLMbtoMD50wHD89cR+2ZdXCLWeMwPRWjkqPAig1I3jnsMPQp2A1alaU44W3X0ffu+9ELOp5DB6zcDGeePtdZJaVY3OdWrj1nNPQets2nDBrAbqt3ejbzrNbN8bKFtkwYSESce1SprOMGDbK6qbglttOwfTvm+OGFyeg74J1+OiqV/DImCH4+Yg23EYVYUwLupcgUydapoFTfpyHujtLcPa73iSNDE//R3eeAYDVTeojJeoM4nHDQM39ZZh54cPadoWZGbjjvFPwTfcurPOcflOyShAhqwVRsmLw6A7NXumsMIQ0bKr2xNOYyB+fKr3HfhqSBNkpxKWY5USfPFU/rnwswYYlaLBCL8EQfzqi8ThOd2dxfb9Pv8Dtmm3fgS7rNgKGDZhAnxUF+MckhyVtrF8bjYREtadMmoeGO/ZgR52aGDekB1CT4KpHRuKZG99H9q79v/uaK9IjeOIY5wNmUOCq0RN9t7tr1Jf898s3Ho6yGvLU52+d8jr//cVJzweer8XGQkzr0fL3XDIKcrIxrU1LDFixGmdN/w1PDjsOa7Kzsbl2beQXFaHljh145Y1XUZyWhq21aqPNNkelOrtpM1x0wcVIr3AYQuPdu/DOy8/jnf4D8PrhA3H8gvkY8dt0NNrt2QB/a9GCD67EtnHNtxMw+tsJAIAZrVrgikvORWFWJiZ2bYeXhgxCo907cfysRTjzl1los3k7P06dfaWOtOaXS4mBEHx+XDcs6NwI9z7yOdqv3Ib77vkCXw3tjB+OaYft2ZnY3SADFan+n6yClvWxNTcLuVuLceXTk6vcrtQgOOWHeei6bCO6LtuIlht3+G5Xf+9+PP/cWEzu8BtG/2skdqVnVvlcIQ4c1XrAslMAonoERj2bleYVqEr5jNWY1GNUruQXGG1PElATBmanYktWbRMnhxngMSw2mRqPxWDXpNYT75pU+5biWejFdhFN961OfZIQldmwBF11x/UbUH//PpSkRPFjl/aC3dBbGraNj//7LOrt0web2y88CT1Wr0ejyfNAIkA0auHs75wB8O0z+8LIBFLMOApbZOH6x8/A49eNQ72dyQ1aW5tlIXetrmLqPmmD7/ZzhjZG7W2laDG3UFt38SNTffaQsSO7JpZ1yMXS1rlY0ToHJ386D0dMX42oaSE9JYYK15Yl2rYs90HjdhMtga5XfndgXwxYsRrD58/DuwP7ov+aVcgvKpKuIausDFllnv2vMKsmeq1fg6lt2mBc7z5cpfiPX6fhH7963pl70tPxSa+eeO+wfliZlwtqUGSWl+DxN9/HsQuddE2vHzUA950xHPEUE4D37mzKr42XTzocr556GAYsWYV37nMG8hZbCvH48x/jP1ecCMudCDBiOtQhKjAtANjRPBOjnxmBUW/8ipHvz8Twbxdi+Ldetow9tdKws0FN7MzOQGF2BkyLIm/zHuRuLEb2dnnCyaqg37y16DdvrVS3PqcOUuJx5O7UY/AGLVmJCXc+jjvOPQXf9OoCRZkiTBNDhG+Gu4irbMxdCp6injbFrVPjNX3e42AvQbeesxtmVPPqk05snMCz2u+7IK6H5CXotQmNJ/MxclC9B6yoMGDxJfUa2+ejCcBTv0XYIEW9gYoFMCoJNysLWhRB1QGLjSM24U8Tz/bNg4GZKtDtUWF+JecCKB/EuLpQHcB4+hZ3X2k+LEjrkjPWUuUa3PWqe6wJrMmvj9JoFDUqYhiwZgUmdW7nrBPa3IxbfLCa3q454lEDtkHwyVHd8V2/Dhh96Y8AgL11UnHalDlov2YbAGBlxxykReJINeNIjcSxs0Um7n56OO7695eouzNxbA0APP3hkej5xTqcdt+8SrcFgB7f+g9kySKtPIbyzAjWt62L5T1yUPG985o137ITp/4wF+MHdkR5alR6lgyXyUT3WRj+y0JsrFsHv7VvxicdZAl1+y5eg+x9zuDbctsOzLj9Pu38S/Nz0X6z7Kxy3MJFOG7hIhSnpyGrtMz3uvelpmLobWOwpU5t9yNH0WL7Nrz0/JtotW0HyiIR3HbeqRg30MnvSNxBRwz6BQDDtDG3SyO8fXwfNN22CwPmrsZJkxeg6dadGH3PmdibmY4oG7DcgcorW4ik2Hj38r5Y0i8Pp747F7lb9iJ7616kVFiotacMtfaUocVKXZj4vZjXuREWd8jHLtfW9sZJ/WCbBuKWiTYFW/HU/R+i4Q7PI7T+3v14/oWx+Kr3Alx3/lkoS03RBgubAAYI/w2IQq/s3CEOWGoaNjXFWlBGfglBKn2f9zlQnaepBL1BSt9GHsCkDPzsfET4DbccSd6vvVoPWCH+OthVsybePnwALpk4GaPHf49JndomVAFdMuYfKMlybD9mxEafRQWoX+QMZle/MRE1Sz3jdq/Za7G4Q760/+amtfHQI0PxyEWfVHptR7+4DLNPaoryGhGklsR9tymrGUG0zIJZBWlPxAdX9kT2ln3oMXE9au8uxTFfLcMxXy1DcVYasoqdAeLUL+cBAM7+YCbuve54zGmtz9c05LcleODFzwEAJalR/NqhBSZ2bYtJndohb1cR3nv0FR6Uq2JvWiooCNpv3oryiImHTzoBbww6DD3WrMcJ8+Zj2LwFyN0T7MxQs7wcv95+P6a2bYVrzz8bXddtwBNvvMftVZdecR4WNG+MZOi5ZZq4/6LjEYlY6LOgAE88PA5dl2/CaePn4c2z/IOTDctG3pYiNN6yG/kb9qDhpt2ghIBQCqMqc1AcAG5+6FRM69kS7ZdtwWM3fYSaJRVY2CIfM7s2AwCsbJqDDTl1pAGLYfjMhSiNpuD6C8/6Q68xRDUfsOyIyLA8hwpbCUgNZFbuyG6Y1AtKNIPSwrgMzD23kYBh2aoqkLMqwn+z9D1MRcj34WlbFDdnyws69hxEiHQMjXGJgcr8WuQfyRhr9RRN8nUw9cCLQwbjvKnT0G3dBhy1ZAl+7NqBS08kQkEEDxAjYiPiTv0QiVg4fobncSYOVgBwytfz8cEFvZFmxpEWcSzX7Vdswd0XfYlkcNSry3HUq8sTbrOtYxaaztiVcJtEWHJ0PnY0ycK7N/RB8zmF6PtDAXpNWofau0u1bZtt3IVXr30HY8/ojZf/eTj2RtIRdzuioLk3aWSN8hiOnrscR89dDuCLSq8hs6wcALAiLwf//tc5WNYwD1klpeixvgC7MtNx7jUXo8GefXjnqZd4IK0fDl++CjNvuVequ3D0KCxrlgcCW9dGsABft2yaNndFT4lYmN+jCb46rjPO/Xgm6u7fj7RInDOqI6csw3Hjl6Dh5iLkbClGNB4sbcdSDGxvmIntTTKxuUVtrOqZg9Vds1GRHkFqSQzDXluE/NVFqLOtBLW3lSBzT7nvcV74zxG47J4pUt1DN3+KVy8egJHvzkJGifP81S0rQVo0jphBccZXs9Fv0VqUpEZxyhOXIXWfhavGTcJxvzlq0jOnzUaaFcP/TjgaKxvmgPJsvpwccUcMnpWNa3HUengfD/auKYH/B51hBTIrRe0nOl1o6xRTi/KdEFWCojMbSdDnKqr1gBXir4WdmTXx1qD+uPSHn/HE6+/jH6MvxoJWwUGcDIZl49hflwaur7dzP+ru3I+SBqlosXQHRr40E91m+HukHSiSHawemTAE3b7eiCFPLpHqb7jge3x6dXdMO6YFlvbMw9KeeXjp2iPQft4WXHXvJGTv0O0r546biXPHzcRFD/8Ds9o3Q8Otu/H0Qx/8rvvYXKcWzrjhclBCMPrL73HhT1NRy1UBXvfVBMxu3hS3n30avurZBcU1nBmUM8rK0G3dBvRcvQ7XfalnFAGAb+98Chvr1cbcVk0wp3VjzG3dGEtb5PK5wyoDDQhc/NdLvyB/s8daKlJMbG2YhW2NsrCtcRa2NspCYdOa2NYoC3tz0kENAoPIGTAAoNXc7Rj6hp7lZEOrOijKroHOv27idWyw2pmdgXo7PDvoRS/LmVYOn7Eai9rnwyijuPo1xyHn8X8cjQ25dRGPm7jq+pE455uZuPsNR3A6ccYCnPDbQnzVqzOeOv4YrMz3D3oPceAglCYQtf6iKC4uRq1atdDylgdAMlMByEHCnFlFVWblsieBWTlLm7vZsiVjUExSNBUbVlIMi09p4NbbBizFhmXbjHExm5ayXnRzt0QRzFvyyf58JvLTJvc7IKcLqpTdpSBJsd81YmV483+voc+qtdiTnobzbroQC1o0ghGhiMbjWP7POwEAC1rl86Sw3ZZXPvjM7tcEMIGev6yvdNs/Gmv71UWz6f4DXGnNKD4c3RNTT26NCjuCGsXluP/sz1C3MLGt7ZNh3dB/1hrk7XBUduOO7Y5dWTVwyce/HNA17ktNQU03ZmhZw1xsqlsbgxavQETJ7r48PwdD7xzN+wKEgtg2/jlpOnqsXo/96SnosWo92mzcprGysmgEC1vmY1bHpvitYzMs6piP0rQURAwbEVO2TV39yk84+6NZ+GBET7xy6RG8fswjE3DM18uwuHsenrnjSOzLTUXEfZYirgEnStg76R6T+Xq7MAhF7qo9uOFMZ7D96prOaDp/JzpP2ow3HuiPBUc2wujzf0CT5bul/Z67axCuuKtyj8LyqInUmIXZnRrjovv+CWoQ7jiTsi+OuaMegEEpZrVpil4r1gFw3NxfP3oA7jnjJD5LME9ozCbljHtu7AASpmFTEwD4vsfsd5DTRQInqkDHiQT1ntOavE5LtiCECKnObCAUdkkZ1l10H/bs2YOsLDnbjYqQYYU4qChJS8Woay7Em0+9hj4r1+KdR17DP268EIvaNETcMFBYKwP19+xHl1VVS8PTc/qhH6gY/AarGac2R8dJm1Fzdzn6ji/A1JNbAwD+8fgM1C0swaYmtXDta2dhxOuzcPrYuQCA3bXTUafIURmeNn6edDybEPzvvKOxsX4d3PPiV1W+xprlFdhYtzbuP+sEjO/eCdQwkF20F+dOno5rv/qBb9d28zYUXHoLnhs6GB8d3gtr8uqDGgbePGYA3jxmgPOBMSgySsvRfe0GdF+5Ht1XOcs6+0rRe9l69F62Hpd/PAWxiIGFrRtiducmmNu1MRa0bwgrw0xwlcB3J3XAMV8vQ+vF21FWI+KqwKsuQ29vlonyNBOpZRYWD8xHzipn4D//1l+xrG8Oxl/cGf+8cxrS93s2zDNenC0dY2XbbLx9cT/cc72sak6NWShJi+Kea0/QsvqXpKWiIL8eWm4qxHMnD8LmWrXw+Evj0GH9FpwxbTbuOeOkKt9LiGBU6wGLRr2puG2BVek2K39mZUYcMcYUGFZEYVQewzpwGxYrWzZFxP0dZ1NQMP21ez6LewkykcplXoR4wX2aJyGjcLIHEbUF+5aSiLcqgcMa01JdUw14bW1SlNRMwfk3jMIb/30DfVaswzuPvIaRd1+EFU1ycMYjl6Dj6s0wTRsN9u7D7c942QYYVresj5arD8wLbGv7TOQu1d2Q/2j0/bSA/243exseH/IhQIHMonLYBsFr/zkMRg1g3OU9kb11Lwb+uAopMQt333sC7rzjawDAukZ18Vu3ZjjzqzkwCEXUtJC3Wzfyi5jevhk+PrwHKqIRTOrcBtd89hMu/M5RbZnUxr6MFNAUZxBovX0rzvh1lu9xrvh2Eq74dhJmt2qCcUf0wNd9O6M4Ix3EoDAMirLMKKZ3bYbpXZs5tipK0WJbIXouXY/eS9aiz8K1yCssRo+lG9Bj6QbgQyAWMfD6+QMwfmgntHU9PiOGjdRIHClGHB3nbMIZ7zhZ81MqLBz93TJMPqctZ1Qew5KXXPshRsWbwNZ2tdB03i60XL4DUeqxsHYztqHNzG3aPTfY4qlpl3XPwYOPDoMVMXDbUyfjikcmoeFGr+03N6yNHY2yELUs7TiLW+Wj5aZCdF63ESsOz0HjHY5A8/RJRwFR6r2fHNyiDMALOhYnpuRu7QrT0iZ2TQZBtizBK9FW7E6VMi6T6rYqU/7u+oUI+U3GybZLBtV6wArx10VJWirOv/58vPnYG+i9fB1e+O+7OPWBS7G1fi1srV8LKSSG7gX+qsADHawAHJLByg+Zuz2D/zfndcKazg0Ay3GieerWo1C3cD86zd8iDVZXPzoCw8Z7ziep5TFc/uEU7dgMRRnpGH3VWdhWqxYARwV9zz+GY3zPTnj0lXFotn0X3n7sdbx/RC/EIibOm+gEaG+oXweNC3f7HrPnqvXouWo97nznK3zXqwM+HtgDv3ZpIc2zBQAgBOsa1sO6hvXw+ZCuAKVoWrgTvRasR5/Fa9Fr/jo0KNyHS16ZivPemY70MofZbGpcG53nbsS5r89Ap3lbpEMe+elyTD67ja7SotTJaJ6ChNjcwRmw8pcU8bpfzm6JzB1l6PLDpuAdAcSjJh688FPkbiyGYetSXDSmD1QMi1vk4aTJC9Bl9Sb0WroemaXlmNWqKV477jBPTR/ioKBaD1i26XifAUKslRAEXBmz4mliDFsLZDSVqQ3UBJzJMCzVlhUnlNuwuC3MZUBMUeHF5jgfCCbQ2fCmoLBd8YoHADIblo8XkBYwrLxAVA0cAaCmoQpiWHw7KfCa2QUpymqm4PIbzsant7yAJtt248mnP8KV/xmJaNzC5/9+AY22FfFT7quRgpol1T9P2y8XtMSsE5oBANpO2IqhLy4GSQHSDe/eStOjePGOgXj6DM/B4j/3n4R9OWn8eWtQtBev3fp2wnPV3l+Kb25+BqOvOgu/dGnF+3hWx6Y4/sF/44YPvscF3/+KkVM8VvXW0X3x0Iih+PGmJ5C321GbnXn7xXjhf2NRb69nZ0uLxXHyrwtw8q8LUBExsT6nLtbn1cG6vHrYkF8H6/LrYlPD2thWLwuG+xXZ0SgL4xt1wqzDmuLx28ahQaHDYNhgBQBXPzKR/45FDfx2THMcNn41AKDh2j3oN7kAFVkR5K7eg7yCPchZXYzmc3YCAEpqRfHKe4ejuLETJ2UqNGNnRydTfaOlu1Gc4ziU7Gucil+ubFnpgNXpN09FvS8zBRub18H6pnWxvnldrG6SjaUdcpEa8e6DCu/4staOc8XRsx1P1LJoBDddeipoCkDiFMxNQP9isPdWMT4ReIZv9g5yu7VbZu9glWzRapnyeilBLZKIrTKpZqPy+wYAMqvym4zTCuOwQvxVUJRZA5dffw4+uuMlHDFvNa4eOxFfDO4iDVYA/pTBihJ/FejBRIfvN8MopVjZvwH6feokjz3h5YUw4zY+uLQX1/uc/tpcab8rn5mI2+8/mZcHznCyoBdlpuP6W07DmFd+RIc1W/HMyEFIiVm45GMn40bdvSV468E38Mypg/HUqUchHjEBSpFeEcM9/xyOb/t0xP2vfQ7DtnHb+afg1w56aqiZbZvjlLsvx8uPv4N2G7ehLBrBW8f1Q1pFDCf9sgC195ei1aYdaLVJT1dUETGxMa82NuTVxf7MFAz6dSV3C2d488J+6DZvA7rOkQeNFZ1z0Gi1zPQuuiHYyaTGnhiuPn4i5p3aCFMvbo29TdKk9Vs6OEwzZ2kx9jZwBqz0PTHceLi/56OKJ/97NNa1q4ctdbIAQlBmOZ/HMsuNnQkgWUtbyN6AT4w4Gmvys5M6Z4iqoVoPWM60IG5BlAAi/iO9H7MCnFiRiBJ5z9apCTdZPaCzLFthK9x25Yo2pmHDslniU+ouDfdYzj5x5lGkZNSwCIVtCUpneLYrniCVXZoQHc8viUq7ehPAsRU+HkY0gGn5eQGpbW2YXluvatUAd/z7JPz3sU/wr4+nIZbqdFZRVjoueGkUPh35AoIw/ZjmyCivQOcpiSXkRNjTJg2Lb8iDadjoe9G6Az5OMqizqRT931+D/u/Lmc6Hvr4YW5tmYfrwluj0y0YM/mYFbAK8dU1/jHxhJvrMXIcxT/6Aliu8QWFt47oYc9eZ2JhfB3M7NUaHNVtRf88+3H/Z8UiJxXH+F9P5tld9OgnnTpiB6R1bYNgMx7172MNXYWbHZhjy6DXORoTw51jsZyNiY3NeHYy4+2I88cyHOGruClzy1VQ8fcZgDHjtBuTt3oNmm3ei6bZdaLplJ5pt2YXGW3ah0dYipMQttNiwEy027Axsk1GvTfet7zhni299Zej26UZ0+WITlpychxmXNsO+xs7gVNoyili6gdQSC/XcBMYDX1yZ9HE7zN+CZYPzkG75B5cDfvZpIF5DVpe+dWI/mO7LaFFBu8HeW+2oyrtoEU1bwlMycY1JEl6/mu3KY1Ti0ncKGdXzz88TUGFUns3K3cQnttUvrjW0YYX4y2H8EZ3QYfUWXPjZr7j8Xc8uc/pncwL3WdO+PqYNa4lVAxsgUmHjihsmovm8QlgRAzWKY4H7ifj5hZYoPLomQAhqr92P4rapiO6xEN1jIVJ68OjW7qbp+PDDnmjw2z40+2knun+qp3c6/65fseiwhrjmBicF1e7sDMw+vAk25tbGLbd+i6HfyLFdT15xNDbm1QYoRVGW81EeOX428rfvwcDZDgOLGwRz2zZBs807kb1nHx+sAOCZ/72PGy89DXNbN03qHvbVSMNlN5yLG979Hhd/9Qv+PW4SWm/cjluuOQWbG9TGdKMFAE+Iq1OyH7c9Mx7HTl2W8LiF2Rmov+PAkhXHUg2U1Yoic7scBGxYFJ0+2YwOn2/BjrY1Mf3fLbB2UH1sb5eJhnP3IFYjsXeiH4a8vQTF9dLw04ntUFqzEoOZgDdueJP/HnXnKCdEIHjMC/E7UK3jsJo8eB+Pw+IxVxEbJMpsVyqzcpfMI9BlASkRS8tpFiEy02JsKiJmawhw1bFd0cV2RZw4i6mihLMtVhez3En9uPegW7blfS3L4B6EjGlxaY/FavEpS5ixC57oxOM5/AM4A2M4AD3/l8KwiEk9ZsUYqstieZsbNkzLxvP3vIu+c9f6XwOA5R0bYHuTTPSeuA5pru2jKDsdRbk1UKuwBHW26JkjEmH51dlYfY0zk2zUDYAx3Zs1YCHvvWK0vc0/M3dVMPWullg6Mg9lNIqW47bj+DucgWNz+1rIXxrs6WcbBA/+dyj6TijAMeP9P/zrGtVBU2Um5bhB8OXgLnjpzCOwNqcesvaVYsY/H9H2jRsGDn/uehTWlrOKT73iUeTucmxYrT64R/JQA4AzJs3BXS9+iZS4jcUt8/Dv287CzvrOMdj7c9OL3+KsLxyBY2mbXLw1qh+m922O1IiF3nPW4t4xX2Bdy7q49cVTMPaY1/i5d+TXxNpO9dB4+W7krgtOFbWxW218c38nDHp6Jdp+uw1LTs5F6++2I1pmY0O/OrCjBE2nHHh2kiDEogaW9MvD9KNaYO7AJtiVngEAKItHURp31IPlrrqwzfyteOX6dwAA2+vWxOBXrwMAxN1pYuJxk08Zwybp5PPKsNyfLD6LlS09tjIww8UBefsq6w3BnpUMswIkrUpQ5hPGpkyRYSk+AYRQWCXlWHjWY0nFYVXrAavxw/eBuPnowGevpTDclD/so6l+PKPCQAU4H1Ne57rSqirBiOJSWxWnCzaAxanhDUBJDlxMRRi3DS3IuNKByyaesZbrMJQRKYEqwVvKAxZRBiy/1FY8TMD01K4AUL9kL74782npdN+d1AHHfeGwi+vfOR2729REzd1luPjeKeg0VY/XmnleU6w5sT5GnDVbW+eHxY/nYtspWVzASCuMoV/vg6safHNxX9AIQUVFBCOPm4WszWX47bxm+PGm9mg4dTf+eZm/WozhyTuPwui7f0r6fAWN6uKUpy6HbRpIK4nh5bveRrflutq0JDWKfq/e6CRmFYSVKZf9lw9YbT66mw9YhuBu3HPJOvzv4Q9Rt7gE2+vWxM23nIrmG3aiXrHjTHHq+HnI2+Yc4/2zeqIkyxEeTcNGn1/Xov1CfbboquDXy5sjnmpgwLNrYMacZ239wDpo8rMzeP/4VFvEMk0MvWBJosMcNCzpkotnrxmMglbZKI1HQWyKn459gq/v+/lNKHFdGWNuYHE8bsByf/NZpdmAFRcES8gDl5rQWh24DmTmcO6yDqVsUM2NXZuB3cfBQjMDBHwDuBqQUN9EDFZJOead8XgYOBzir4firHTceOepeOTuTwEAJelRPH/DIGTtKUX/yQU47fW5ePXBI7CvThqiZf56lSlXt8I5F+mT8wWh45itqDu1BKv/Uw/xWia6n3hw0zrFUwlOGT4f+xqmIndGMf+49nl7Lead0RgtZlTupl+VwQoAmm/chfmn3Y9bRp+Merv3o9vyTSiqmYbZ7Zvi6Jle3sSJPduiLFVXbxVlpvMBKwizOzTF2f+9EM/e9wFard+B124I9loc+WFywsOEc9tjad88XH115ffb//kCra7Jz7uxcUBtNJpWhIE3r8SXH3bBuqProumPB59pqeiwYCueveh9/PfWYzGpbxs8cvPHfN3o/5zpOLyEqsA/FNV7wBKSKXL1lEGFdP3KyM/pqExLI4YtBAz7M6uI6taewJ+UBQJ6DMvd1oaWzJJLOVx1x5Le2u6+7PaIsC2VlswPxOZR+N618V+a94VaLyDA2UJlVkSQktRpWAyljcUwgWmHtcLiDnnouGQLapTGcNjPqzDuwp7oP7kA/X5ag0nL22JTq9rYmy17gTGM6f2jb30i5H1SjHpT92P1A/Wx/JUG6DL8wAz+foiUU9QqKEOtAn3ajktODo6jqgqm926Gdsu3oXaxrBJ98MnP+e/a+8qkwQoAvjusPe8LUZdy1Y0j8MOVT+GSW8+BYVAvzMLddtjURRgwbw0IKNY2rodW63+/2hQAJp3XBg2XF0l1P17aDlFqYeBL/g4SW7tnIXeuM7jG0g1MfK41jr5sOfKnF+OYK5di6ajcAxqwYqkGlgzPQ9bGMjSfEew0ouL6Bybgekzg5R31amJa/5YwYcN030HLjVszDMpnk/bCQhidVfTw/P0WTsaSVINpTdw9iM+2QQgMHPacMLSE1ko6Nu8761aLaZYCpmISmRXgfAPUb68zc3vodBHiL46Pz+iOlg/vQFp5HIf/sBqP3XcsfjuyGfpMXItbz5OzXxRnp2Hx0fma5x0A7GxfAzW2VSB9V2LR1o4CKdsttP/XNuw6Lh2Fw2ug/leVz6WVDAp7Z6D+zN8/A3IiNNpUhJ8Gt8VpX8xLep+S1Cim9Gjtu25jbl20+/gu/x0pxX1PfYG0igOjCzMOb4a+U9f6rht90Y+ot9lRKRZ0rYf3H+uDvdlpSDNi6PbZemRtL8e4V7pj8MMrUH+l06Y58zwmuPScXFjpJiY/0RonnrEQWevK0fzLxIPNN293RNrWGI64cxWiJd7H0Uo1sK1dFr64oxt6jFuHE+7zgrYr0kys7pKNFT1zsLB7Q6zpUB+115ag9w9rcfYbcraQs965uErtE+LAUb0HLOLzW5AWVakxKM2Sadg8CLEyZpXI6YLZqhj74k4XrlgSMSydWbk6apMzKjmw2OTSsQ1qyy7vPJ0TE4a4m7sXgMikHm9qEsWmxWd7BN+HQ7VhKe0qpZJR21y5flZfb88+XPv0jxj88woAQEHLevjg4l4wCMVPZ7ZFn4lroaI4Jw2dAgI/4zVNpC+t/MNqCE6Fdb/zWIqVSWDu/X1m3D96sAKARpuL0KgKgxUATO7VBuVpUZ6WixCK9LIK3Pz6dyjKTMcln/yCBy4aineG91X6jx7wYAVAG6zWt66DJYflY+gbi5G9yRmspp/ZHF/e2BWRVBtRWBj20EJkuZ6AZ/xrLt83nkIQqfD6J2NbOUxCEa8XwZRnW+HYkcvQYG7imYa3964JUkFQ+nQKouvLsLV7FowyGw2W7sOQ+5eiy8eb8O2tHVGRZiKlzHnv/zf2aKxrVg8AUGqlgADY2qIWyjKisAwC01V9XPjiebCjBkyLMQbGrLwyexeooqHgrIbZnNm7QsHpEN8GCtNSHlk/XymqrvRhVs71ALpjFdtHefclTRb7Lduq1G+BaLeSmBUcjYueuioYRuWbhAhxcHD0z0vx5r/ewOCfVyBuGnjv/F647qUzsblZbQBA8yX+knKjRUXILPSf2yhn5oGnYioalo71D9c54P3/arjm5jOl8reHddC2ab1+O86aMAeXfOIE6N766rfaNhHr4OYTmnhaW3SdJLv5f3NtZ1hR5/OTsbMMvcf6O8GIgxUA5P5WzL/WuztkYMb9zaT18XQDS/6Vi1VnOvOKzbuyIUAIOr26CVnry7A/OwVfv9wJH37UCz/c3g5lWRHkLivG+f/8FRs7e8/CDafLwcYpZXFceeckXPDsrzBtiu+HtseJ312B1S0bVL1BQhwwqj/DUuwtsrTv1fktRY8/1etP9QZUbVYGsaX5eByoL7rMuNh+Tp2Sogn6NQFe8C4h3oxC6kS+RCVNAjPiAYZ8G4VKqcxKYlhyOwZ6DxIqtDW7T7ltrnn5J5zzseco8eitQzBjSHNnW/cifjinPTa3ro2s0lI0XrYLQ97w5sja3TAdhW1rYn/DVGzpUQupxKFMqUYc0X0W+tzqfPCW3doApXlRZK0tQ8vHglVF8doGSrpE0fwKx/ZBI+DTPiSDijomYnVMZKz5fRk6Fg7MR+efq5a5nmFDXm003lLEy4fNW81/b6ubiUl92rjPl9epaxpnI24QRIR8eeI7c+mHU3BJgvyFfhh3Vnec8eHcwPVnPzkTKeUW4hEDEXeyvlPvn4uP7u8Jk9i+CWWDkLE9htrrSrG3WRoMYmPDSXUwvm0HVDSIIGNjOfbmp6K8XhSkhGLVyAbY0TkTWRvL0PVFh6HPuKk57JoGDEqx4JxGWDm0AQY8tgZdP92IFjNl55gGG4tR2DgTDTbvwRU3TEbjlbsRNw28fvUAfHpyN4AQJ8chBAWPp9xwloQGu/Jp75G3M1XeJwaqHJ/X+51CZVZBbu5E/B1A3dQTEmjfI+27C7WeJvXtTYSQYYX4U9BirWy0v+Xeb3HKu3NhCNK8HTGwqH9DzD22Cb74dzfc+uspmH66M6jV2VSKzG3lWHh2Q6wa2gBrh9XH2mH1sWFYHZTWd2Jj9jVNwdqL6mHb8VlYd2U9/LS6Nfb08nfciBTZyH/Ys41UZbACgNWj62HaD80xfl77qu2oINnBqjzF8Tte2sZLAzT21D7SNmd96wVhfzCsp+O1pmB/jVQsaZkv1aVUxPlf3/kFSBUSvX55dGfcdtNJOPOli3HVwyPwc79W2jE/OLdXwmtPKbewukt93P7VKXjmtSNhmQTdv96Anp85QkZJbc+LsaRuFM8tGYhFI71r3Nm+BoobOy7zVpRofkJ72qajok4EuztnoLye8yxY6SZ2dXbip3o9sA6RMhtb+2Ri9Qn1pX1L66bgm3s74613+mFLW9mlOhKz0WbGVtw26hs0Xrkbe+qk4a7/Dcf40zvpI0mIPwXVOw7rsXtBMt2H3Q0cNqKWF3cVlQOG1firVNOrjxpyHFbEkG1YEWUSOZ1debCU+CtmlxLjsOJu4AOPw7KVsqWWDR6bxVM+WYa05JM/Mv23TXgd15Ozyw4KIBah6K1Vb0FD0GGz6dHFQGEAiLrl2mUlOOvz2bjkzanaaa5/73RsblYH6abDmtJNh7XUNB01YPdJ63DinQtQY08MsXQDU29uhXUj6gCEIM2IoetDG9H+1W1Ye1ZdLHswBwCQ5hqtsgrK0O24jZIN62CgcFAG5r7SEJ2v2ILcCZ5acsE1DbEzPwODblvJpe+qYPwZHTHxhLaocANTU/bGsCW/NnbUrIm0shgKMzPx2uVvos3q7fj+iPYYMsV/puZBb47BztrOB5uxbLYc89YE/OvTab77BeHz47pgd90MnP/er0nvs7pDfbxzSz/EIwaKWtUANQhSjTiOem0ZTnh6IeJRA8uPzMGS4/Iw+PkVyF7l2KKK81ORtdnp+x8fa4sNwx1VXfqeGIyYDauBAVCKIacsRd0lpdifn4JJ77RGiTuoAYDlPqw5k4px5MUrYZvAF593wY5WzqAUoyZi7txEZe7S3Gxj9PE/IhKz8d6DvZG2PYaT/zcfhk2xtn09PP7Q0dhc37mWkrjz3WEBxKUxZ6CscN/R8phTH4ubPIjYZu+vG2+lBRKLE7KyIGLmFcjkukQTsfrZoYWyF48l27CoMD2QluA6aMoQU0izpMRdqZPgsgQNog3LFBhWfH85Zpz6VBiHFeKvg5KMVLxxzgDM79kIz179vrTuv2d/jNXt6+OhV4fBjuikf/nRedjcqTZOu20ums7YhSPvXIF1U+tg2r0tgHpAg9+cAaOwb4a2b1nzKLZekoX8ZxPHHAGAVZPA3JfcIFN/8n4c23qFVt/lf55zSEWGiZT9yau7AOD1MYcBcLIqAECFK8iUWxGUp0UBC5jbpTHarN6Ongv97T7fD2iPXbX1tmCY2bFZlQesk79bUOk2pelRpJd6ksGU41vDihjIWV+MdBIDJY5AuPTwXPT5sgDZa/eh4/db0PF7OcSADVbbumZizQnZiLrBTRW1nc9VFHGAAnWXOM4zGZsrcMJRTmaRX55tgc1H1wJMAqPcRq97nYk/l4zKQ1HrGv6B8i725qRj9hlN0fe9Apx631ykuZM9TjuhBd65uS+Ko+mBCXBD/Dn4Ww9YvlNnHCAYa2E6aouShCzrQJHMNVe6Dc9keRAuSDxeEvdb2bUt6ZiPhZ3y0XmRrAprubQQx41djPGjOvvutzcnHR+90hMD3lyNvv8rQNMJu1F/wULMubMx6ix23NML+3gfaZvPdGdh45W1khqwkh2skkVVB6tfjmspJVAmNkWDzcVounYnGq3ZjWbrdqHp2p1ott6xzdUrcu57bodG6L7EC4Z+5fTDQBHcF3PaN9HqZnRuhmtvPoPHD9Xbtx/fXPxsla5fHKwA4Pz/Js/G/JAz39+hxqYGQICPZ3XF4AtWot5CLzzhsCud0IfFl+cidXccmevLUdIginlXNtKOw1iY7bniYcqFrdBz3Dqk7Y/DMgk+va47vjujg6MCtPQE1yoO5jenSkiGaSW7/18Yf+sBK8RfE1+d0AWdF23G9txMXPvamXjiog/RYMs+bG5eK/GOBsG8ixpjY7/aOO76Jai1tgxHXOE4GuxrmoKyvBSkQdf92TUMrHi+PtpcfuATQ/4ZOOy71diUXws5W/Yiv6AIjdft5vkUVVRETaS4tqbFrfOlAWtfjcSJW/fXSNXq+i5cix8u+h++HtQZ3w9oj/4L9Jg3AHjj7P7IKSzGsAmLfdcnQnHdVBAAmbv8PT79YFTYgH65AIBYrQgmfNIeKaUWut6/ES0/8Pq34/NeWqgtA2shXjO5ZLh7c9Lx1XWd0ePr9fjs6u5Y1bOBN99ciEOOv4/ThRM+AkoJ/+OrhDrxz/b7g/un1DPY1OASmUWJ7x/bxv+YyrqA87i3w+spJbxOvy+4f0SX8Hi7uPYr6rogUQT/8X0FdyXo2/HNhWvw2km4buHabUrw08A22FszFQ227kWrJTtw9cdnY+S0izH3iKZSG1gwnD/q/oHAgoFtHWvh80+7YvlZOXzbwj41YcPgf94xnOPtGlqD1+3tl4o5BY2w+8R0JIMN19XC7MmNsONkj8Gtuq4+ShpHk9q/Kjjr9TkY9O1KtF6+A2llcVRETaxuUR8/HtUWr1x4GG79z8k4+7WLcMOdpwEAyqMm3j2xt3SM43+WBxP9OQEK8utp565RFsOZ383By3eOxYUf6+xobudGWNwur9LBqqC1fuynnzkKM49rjtJMfTAtbpCGeac1wqxzmgIA9uZ5I1S797dpfcrA3qWKdBMz72uKjxZ0x4Ix+dp2LccVImtVGWz2PLl/QfhlZGs8/fbRWNEjR3lnvX3U91Z7dcSy+x4Fv4P6O8mdC5W/oHrAdZoWbyTwvdaPyUAoEaYe8jmGcK28Svn+JPX9hfx9SxYhwwrxp6MiNYofhrTHqZ/Mw9DPF2P5gNzKd1IQr2Hil3tbYtugTDT/pBArL6hkwjxCMH9qPho/sBs7z3Fmpi1rHQWQOPv71n9mwk4lyPlgL7I/9wKEWz32x7O1LflZGD+sI+JRkydLbrilCA23FOHYHx1ni0+GdUe3pR672lMzDV8N9lerivjXXefh5le/xXvH98Yrd73tZQlKgAUdGuHROz/R6otqp6N2kdeOc/s2RvOVckjBv6+Scweu61IXS47MQ8ER9bGtdRbSzDgaz9yJXu+uQyzdY0OHPbAay0flIBlY6QaWXJ6H5efnoOW7hejxkBP7FU83UFrv4AsXIf58VO8BS5w+g4n31BMmbO4ZJy/1bOpEXwfm4ecczVaCnWxqBsYPeMfQz6PWqecVpyJRr51vG+Dxx4tskjdbYEiqXSvRB0rRgbPzqFH2YpIM9doMloiat5d8P1+f0BmnfjIPfaYVIKuwFEX1a3iZQSjzhnTUYbZga2BSboXr2bXu2HpYd2w9pJEYQAHL7acK9xgGsb37aQSseK4BImUWmo3ZhfqfyqmZqAmUtomixlJPrZj71oEHJv9e5G0uxoWvBtuByqMmXj+9P9667g1ed8yr16AkNRWgXl8wiFLvpnq18e8bR4IQim7v344FI+6r9HpGfeCfcX5Fmxz0+W0tL5/2zrxKj1WaGcXP57RBJJ1NdCgzmA1966DxjN3OdZcDdorOmk3xAeTrDMTSgMUX5KHJV7tQf9F+LD03ByW13TYRPHhj7jOiLtVZFqT3N8E3BPCmBRLfB6q8e0GeukTcTnnHgt5ffgSRJSk/+PvKvgsG8zSk3nr2rKhtqizFa1evjYrHg2D3521E+T2ypUFowk+Riuo9YIlUV5hSg0+vwT6abFoOt6MMrWzwGYAJzzbLjiufUgx4C6KyQQ9znJre9CLcvV0us9ux+HbutVKiDcC2jxu7uB5UdGsHr5NO5Ad2W8o2bFe+mqdzEducXZv7srMZk912Ze28ulk2FnfKQ8dFWzDoqxX4+J89ECPOB4OFEMQM90PiesrFiMk/KlF3MGNl071Bk7kou+eJUVO6n9SNMbS7bDtqLq4ANYF1t9VBacsosmaUYfvImihvEkWDsXsRKbJhFlGYO53j5n5ycAauOSc0Ro+v9ckdq4JJ/VtjX400/NS7LRps34fcQufadmbVwP6UNE9g0YQe7xhe8lSCctPAyAcuwn9e/hodCqo+JYg4WCWLdr9sw4N9P8XsE5sglmrCJDaazXJYWd01JSAx72JzpxZj3ZH1uBovxQ2aY6+q5eNdkD9pD+ov2g8rSjD//MbCoOS6m1NTUO0bvE5eGtIyTg0uTFnKe8vfX02o9AYsNcSEv5PKkthEd2MPmF5EGqjYoKK8v1piAfZ8sOQFoN7gxpPrEvlY7HqIt2TvPxfm2bUS+eNp8fWGcCC3vQjl34pkUL0HrBDVGhOGtkfHRVvQbcYGfPzPHn/4+Wr9Wor2V21DdJeNWF0DK5/JRvEAJ7B4zyDPnrX9XGeiQpsaqHBnsNvbNhWtHwxWA24ZkIW8aZV7Iv7ewQoA+s0pwI8D2mFvRirO+fI3Xh+U6DYZzGvbGKf99zKkVVTglte+xYgJThDyhtw6aLx1d9LHeeXSw/DjSe3ReOsutFm0DR0Wb8GA7/0dOACg55frfevrbPBUjC0m7MC6I3W7WCLkzXD6woxRnHzWfCw7JRfLT8nBzkaZlewZ4q+Maj1gEZvwCc48ScCT9rmU74piQVK/QSgMdx1X8ylJapnExJLiStsq8Ju4kdWrzEqduDGmzDhs8Xsw+PVbfKJGOWDYm3FYkHgUBupJZkkYOlWRjQUcanMO2J6UxQIeSWJWa9kGdtVynBjMuI0KO8KDjVnbxAVmBbBgT+d3GY26l+T2odthBhUosUXR+qltiNU30eHubby6PNfEnI8aId7I9GWaFlcHG1x6XzOyfsIBK5nBKhFm9m+Kle0b8HvvPHczus9zBrfJh7XGfy87BsdNXIITvl+E5ht34oSJi3DCxEXSMRa3yINt60w8UWoANaVWaTQV/7n0ZCxtkYe7Xvw66cFqW3YmLnzjnyhLT0GqGUdpmxysaJOD78/siJfHlOHFk8YipeLAgpjaf7oNmRvLQU2ZOngpgLwbZM9m2i5PrZu5uRy9n1uH3s+t43WbutbG9BHNsWB4Y5TbzmeQB/XzIH51afDAYC/gX9aExIX3FXAmWZVU9IDwLjL25MO8gphVMkxL/aEuFe0RBRHakH1PVZ2jrF6hBFoOJsreGyJ/PHlSEMPm0yexk1PizcKeDKr1gBUiRCK0fKcQrZ/VB5nUrRZ6nL4RO4dkYE/fNOzpm4ZYduJXwapp4rfXmqDPhf6MoLBjBuovdpwytnTKQt6iqg1gb1/WF+tb1EOZFUXPGWsx8h1nCovJh7XGnbeeiFIzirfP6ofXTxuATss344QJCzF0ymJk7fdcxBe11D3kDhQfHNcLtkFwz/Nf8bpJfVtj8Ax9zqofBrfD98e0h2n5j4z7s9Lw0HNDceul3yASsE1laDSz6ID2C0LD+UU4ff5cFOekY0X3HK7KDvHXRrUesIgNL0aCuTlZhD983J7CUhhxadKV0BK8PGwyRCal8uk/iGcsDLIDBRpkhdRMXPcdwKzivOylX1KZla0wKl1HToJtV8l8N9QslqoBlm/o6aaZlMXymfK2Zluy7iKU2wYoJZL0ypLhqumwDEKFJMFOXbkd9S4BECRQio6PBufpS91uIf+dYuS/4wwsu3unY/7z+YjV9V4JixqIwbNZbOlfC9SANt9cwdB6qOsOVj9f1woLhjXCVcdM8j3vT+e2xVFjl2v1T436UKv7+bDWuP2WkxCPmIjHPcl+XuvGmN2qCe4/fxiG/LoEj/7vU1gGweLG+bAsQ3fGUZxyRHDhW5lGglID4wb2kAasAbP9VXvHTFqGYyYtg2UQzOzVDA/fdhzKa7sM2D3ekg75eO/yPjjvmRm+x6gK1h1WF8uG53LGRXw0HdyWxB15CLK2lmHwE/KAe8FF07AzvwZmndgMU4e1ws5GmZxxsSXLNlJhRzx7l/J+8rRpTJNgeW1P3e8P/wAxLYRWBq/nvxWHCZ1heQOtZsNSV6jvseGVJXuWtDHbRK+nyksnTLzkrKeKvYqCp35ijhgGoTy1XDKo1gNWiBBBaDx+NyJl3ods2thmKOpTA7nji9Hh3i1I2yGrp+rMLEWzF3Zh5a0Jpoug1Hdy1Obfei7c885ujKyV+szDDPtrBUTB+uCu24YjbgYHvFakRLDPDQJe3TAbpWmJA4aritSKGEpSo6hR7qjXUuJym73wjyOwIa8Oei9aix4LNqDJpt3o91sBHr7hE9z++MnYlyknHv767M7osGALev7sz1KTRdNfdqHpL7uwYERDTL61DeBz29yhwv3AxqiJeqv3YcALa5BSamHVgGzsystAl+82ot7mEhz34hIc9+ISrOjRAFOHt8bswU1Q5iYcNixbmM07xKFEtR6wSJx4ub04qwKXWChhOlV3G4vpvuWJEP3A2ZF73Ij74ItThQTtr0p3nsurwLCEOgCIW0x/LuvAvQS3hNepjIpLcOxjyiQ3FowIQU9eJYblbsqT3yrH4PcLMCnKVox/ljLlQJz3gSl4RhLEbFObWiViM9f0CK83VbdN9j0XTkssivbPON5uy0blYOF1+bDSDaQQC2uPr4/1Q+sgf/wetH9mGzJXeiq1Zq/sxvKLc1BaL8U9pMEl6tRNFRhwTYF06jdm9kPH17dItpFeL6xDQef6mH98I3T9ZiNUnPhc4px8pWkRfHZiNzx10ZEAIaiIu/YV7fkgsCwDHVY597moeT7XJPAuVtza/fqce35yNu35L+9NrYGrrhuJ5x99D6kxPePGZe9MwfPnHIGHLhuKeNREx4LNePLWD9FmxXbcN+Zz3PToaSirLcc/Leqen9SA9emt3XDqA/N4eUeLmtjVNANtJ3q2yC4fbEL+zCK88eVhvE71GGQDFy0BThyzACmlFlb3qY9Xnz4cZSSKcdf1QLuftqHfV2vQbsYWtJmzHW3mbMeF9/wiHWdez0a44ZHTtSTVrF/4exxnTMvtpzjxbMrctswvFoDMrFhZTXrrLf3fYyn4l63y6LO44O7nItPi+6guhr+DaRGlnlLDc303mIch5W2XDKr1gBXi74P0kgrYNQlq7i1HvE5yaXSC0OLbHaizuhTltSJYeLUzWEkwCDafUBvbjs9E3vhitHtiG2oWOBnie1+2Dj9/JHvb5f1YhN43rUPqHguxGgafZr3+4n0obiSziAGvrMEABHvFBWFn3Rq4/vEzsLqhy/DUwSYAHdc4as9FLQ6e/UrElG6tceWNI/Hcw+9pDAsALn93Co6avhx3XzscK9rk4KpHRuLZG99HmxXbfZlWakCqKRXiYAUAz382CAYBzHILXb/aiOPvchxOSuskxyqHPrQIOav2Ym+9VIx7qKejTrSBWFoEs4Y2w6yhzVBjSzn6j1+DAV+tQt562QbZbfZGpJbHUR4NA5APJar1gCXbsFilN+JTItudmDiuvjLUJFrMCk+DrzAhgzOGYIoSFKBsCV6CluLJGFfsUoxZManZtgVvI0tmWvzjZsnSF5FsWEKddLE+NyA7MUFx+vEYlzAJpGzPEplW8ODD2EuHJVvw1fBnUVgvA/V37scXp3fBS9cMhFEFA71tsPYCejzreNfNG9UIRRkZiNpuzJbL1BhLM4iNVcPSkPdZMR+w6s4tRXyvgXhNJ06nztz9OPwyZwDa0bkmvn+iPXo8vx7tP96GJt/uQs68A4vPevr2I/HdsR3QbdYGXHfvBNTbVYJnL38PD11zHCYc2SGQWYlTytiWgY6rnUznC5s2gm3Jz7DqEeoXhwW+iftcc3OLK5VTikld2uDdY3vj/PFe4HBFxMADlwzDNW//hLZrtuPN0W/gtZED8PpZA3ClMGiJTCtSYaHV/O1Vbqu99VJRYqei6bKd6DVuLbp8sxFlNSN479k+2NCjrhYrCXjPlg2Crl9uQI9PNsAmwNgH+6KwrmOnYt5/zFZVnJ2KT//ZDe+d0wsZeyuQuiuG09+bi+O+WuJsZ0VQ7sYGVrhMik8DFFfe1zh7Rw1v+hDGoOLK0q03RMbl3pOhsDKivs+JPEDZppp3oHte4X2m7DVVbWOcjSnPlOhgy0m5Ie/jTjNiuwenNoXtflf51EQEsOLJM6zktwwR4iCjycZdUrn+Tsdx4aSPFyBaXsUZFV20+W4b6q3Zj7JaESz8R8NKt0/ZHUfDn/ZIdXaKYMh2PyJWlGD8mx2xt1E61gx10kC1mrAD+3Iqt0ntV/LnfXNGJ6xpWx8gBPN6N8HlL52LhR3zUaM0hnse+go3PfktUiq8+4/ELLRbswU9lqxHRolnH2uwqxg5Rc6AmbO7GEfOXeb8zXP+jv9tIZpsC551OWlQim4r5fixlLiNz47qilOeuQw/9m+LqGXj0rFT8ea1b8C0bFzz6FkoqpXOmVadnftx+x1fo9d0Rx24rmVdlNRIjq1k7izHVef8hMtHTkbvceuQWmIhbV8c51w+A43n7Eq4b/aavTjp3vkAgJ8ua4fVfYJtlKmlMbRYvANZRWU4eew8/O9fH/LBalavJihPrdby/d8C1XoCxxa33w/iqhvsiKsTjQJwf1N3IkdWJm7ZcMsGm1jMpN7kY4a6pFJZneLZD0Fplyzbs0PxSR4VyZlnr1DK1BKyVqg6cSpLal7kPAmWyBLFYyleRaqEpk7yRk3qeWkqE74ZrM3dsulO6HjSr/Px38f1vHQM753dC2Mv7wcASHMndkwzY8Ikj84y1XA+7GzCxov+NRXNftuJHW1q4tNnuqO0UQqibmYE1meMYbX4YQcG3LkG6Tu9mJ03FvbjaYAsasC2CP4xeAYydlTgixe6YNXABjBiNi494mekF+uD6p76aVjaLw/xFAPdftiImsXBmclL06L4cGRPnPrxPGTtlR011uXVxfSuzdFh1Ra0XbuNq+NsQlCQVw+Lmucjo6QCx8xdFnh8wGFKPZ68HUU13cS9nDYrzy/vY9nmCIPiyIXL8Pojb2nH/r5vO1x37RmwUwmGTV2M214ajzp7SxE3Dbx2dn9M6dcaT9/2AWrvSZyvsSpYckQepp7bCoNfX442M7ajvEYErz07AOu6yzMJWzCQv2w3LrhmGmpvK8WK3g3wwnMDUWE4g6TIsLCP4thPluCcZ2dq51vRugFeO+8wTOvXAuV2RGNWMXeixnjMtV2576DtlhEnnGGpzMpgZcae3MeJWN57y+1blb3HftBYtFwvTuDIGBZ7t70y5LIprOe/2ffA/xtADG/JWB0RNFV2SRkKLrw/nMAxxB8Pw7aRv3s3mu3YgbzdezC9fXOsbxCclSC1PIZb3/wWZ0+YlfC4Z783Cx9e2AuxKkq1S4/NReM5u5C9Yh8uOPEXzLy0GRZe2BBWKnNMoai/eC86v7EZrb7eAQDYl5+CmpsdlWDt1aXY1T4DxKI4/K5V2Jubir0N05CxowKtv92OVQMbwI4a+P4/HXDsfUtRo0iezmTJwDzMHdwEq3o0wNtj+mPo24tw6ovzfK81vSyGUW/45+drumUXmm7x2ENxjTSUpKUgd1cxWm4uRMvNySXfnd6uBfamp1W+YRAoxTUfO4lrY6aBqOWGE0QjGDJjGZ55+H1M69ESAPDxcd3xjy9+Q1pFHJe88wuO/XlZpYPVvswU/HBSe5wydn5Sl9NhyhZQE5g/pBHS9sfQZNFuXHjlNG3Q6vTjJpx9229IKbOwvVkm3rm/L6hpSB94I25jyHtLMOIZ/Vlc1Tob87o1xrxujTCjZ3NdhxrikKBaM6yWNz8AUtNRybiJD2BHKFhoDo26Ygkb8YOYlmFr0zzz6Z+ZVK4xrODrYznOVLuYkw9QYVIqo6Ieo3KWgr1KtVlxKUyulzyLlDotaWYCeE5ENvKLdqNpYSGaFRai2c4d/HfjnbuQYnnG+LJIBI+fNAQvDz3CsSvxtrbRfEshnnnmPXRYtxU2IXjxjMPx3IjBGDx/OS5772d0XCXnsXtzVD+8M6ofUiMuizJjnG2pDEtcNlhVjFMemodmMx11WDzFwOrB2aAm0PTXXUh3BxnbAOb8qwlmXNkcQ69bjJY/FGLmpU2x7ORcnHr+XNTcXqG1yeYOtVDYsiZ2NMnE7vwaOOO2Ob5tF4saWN4lFwv7NsTmnFq47s4fkmhxGa+eMgALmzXEwpb5WFvPUSHW2b0fnQo2odOazehUsBmd125Cw117tH1/adcSTw4/Br+1aeHPolWosTru8z940XK8+cTrKE2JojQlirr7SnDHBSdhQ4M6ePHxsb7eg36wCTCzZzP0nbUWAFBYPwP1C/cn3qkKKKsRwQtPD8KabvUx5NUlGP7cQgDAkn55ePXBw1Fc0xm0GauyYsD1105Al5mbfI+3Kb8WGm522nVDXm28fvYAfDGoC8rgfFwYs2L2F7ZktivE3GWcBDMrxp7cJjREL0H2SilxWAltWP6OfQmZFavXGZXCtHzW66xL1rxojMugEtti57ZLyrD+4nuTYljVesBqff0DIO6DaEddlWAEoKJ6EAhWEZreAMaNgEwVaHqDGSDE0ApUVv0MqA3plwgzcIBSg4DVYENx8FEDDjX1gbePqjpIlNKFIcWK48Kpk9B9wzo0LdyBxrvlQUlFeSSCdfXroSISQaeNzgdgTvMmuP78s7A637H3HLVoCZ5+8T3ULKtAYWYG/q+9746zpKj2/1b3vTOzObJ5l7RL2l3JUSVHQUSQoP4UFTGAmEB9mFEUMSeMvCeKCgio6CMoGZS85BwXdmF3WdgcZube7vr90XVOVZ2qvnMHkOfFPp/Pbk1V9+2urqruOt8TP/mRI3HLdhsDAGq1HNAa/3jvtzF2pR9B/T0/PRYLNh8LAOhOm4540N+oaAOrJRm61jWw1Z2LcOSX50WTBfYNSzF/5/G4+fhNsGjuaCQqx5aXLsKhn25tcv5KEBmWDESrhvbgLd/8MJ4eV6DVGANT68/x/itvxCOTJyFXCeY+sxCTVqzCX7bfGrfN2sSP/l1GLPYVG5YCoDX+/I0fY9v5C7ByaA9GrevFuq46dv7hqVg9tAc7PD4fb7/2dnQ1izlw35HurIF9b7EO0l/96EH4wg8v5/r8GWOx0TNx/dM/994Uv/jkG9AYWcNm9y/Bh75+A5IsR6I1Fswai+c2HoXtrn8Gk5/2LfmyVOGFKcMxcUGh17vyqC3x+4/thLyWsAi+maeA1vj13uegewA96bqeOvq6axhjUOIzk8bgJ0fsgb/s/jr0Gw651UYFFJsUb1QNf6NKHBFgca6p57F32pQ0l7IeIblRBRsW1dPIJiZEgbncwFwxojgWiAqV0574bSrRyNf3YsGHTqtEghW9NJq78BmcfOXlQftzo0bjwalTMX/8eMwfNx7zJ4zH/PEbYNHYkcjqCaA1jrztNnzh4r9iu6eewWVf/T6+e9j++OV+b8Qn/3wVhvcWiKW3u46dHnoKK8YOwcMbmlxHSuGq3bbAUZf7iOWz374cH/npMchq5daGKteY/uiL2OqWRdjq1kXY+O4XUGtGTMcM3fbujXHz+zdB1m2vuWyjocF5vSNq6FkdftSu+uAW2PSWpdj4nsEbNMQ2q9+8dWc8P2oEPviHGzFiXbHBjlzXi4s++wvsdtan0KjFX9Ptn3gap15czNOxJ70PP37TPsWB8kcfFHU3mth2fmFsMcoYewztb+CbZ1+M+zaaivs3nYLT3/kmrBpVBA52pRSzFzzLG9YZHzoAHznnOu/aZZsVAFzw3u2xevQQdCUZHt5mMj554VEAgLoxo0ugcdEJ22P6k8uxw9XzseNV8zH56VVIM42JC1YjSxV+e8rOuO7wLdgX0qVxS9YOuFkBwA+P3xuX77MV3vKXe/Cei2/BjMXL8Y2z/owPX3wDzjpsD1zyxq1bJoKs6JWnjkZYm3/861DDCGHBlBrGSrUcaQmlIGq5RVskChSIi7jHxMl0J03bZbZfzgvjBLssRVTtGFREHAwBi6iC8C05AnP2UmWtI05QeY7jbroOb73ndsxcah01+9MUN87aHJfP3RpXbzkbq4cWH6qC27Jc1uTlK/D1Cy/Eng8WH6w7N5qBy3aYix2emI8973sEPU37sXhq0jhcvutsXL7rHLzz6ltxzN/mQdLKET34zkn7Yc34bqwZ340VY4diZG8vtr5jAba//RnMueNZjFwZN24454xd8fhuEzBy6Xoc8Y07sekdhe7nhRnD8Ouf7YqVk4di198+gYO+U55Fd82YLgxfHooHX2n6nzfvih0eeAave9IXU/15163xm712w7xZG3rr4/UPPYbff/+XfN47TvoAbtp8lkXiGhi5bh3mLHgWcxcsxOaLFuHaLbfEX7ff1l5cGtZwypiiOOCee/GOf9yKPR58tGXfr33dZvjQKe9Eo1ZDkuRI0wxHXHMX1ozoxn/96m+YstQXW16x11a4evct8K3TfMOb++ZOwWd+fAQAG5qrRhuVMHgiJ/6NHnkB33jvn/gaX/3hm/DADoWFqBt4GigQVtrM8IcDfoF6w+7sa4d24W97b4XD//dubrt8961w6qfeikaWYkhvP4689E68/5J/YtyqgumYP2EsTjjhnXhgw6nWdF2K/xqOSJCQVRnSclBVgKxKRIJWchJ+xrUMrVYiEtRJxLhCnkPtNfuel4oRRR18nnb6YtdZvr4XC0/60mtfJFhtWKb+Cm9Y9gGBmc8vxoEP3I2DHrgn3Lw2KzavK2fPxmojmrVighxH3nI7vnDxXzGyt+DO/7HFTPzywDdi5Lr1OGTevdjz3kfb1oG0S2tGdWH4Sru5PLbDBPzyJ29EVk9QRxM7X/gUO6XecszGmPrACky/b/nLvm8ztV+FWvYKQRxBN241E987dD8oDXzsL1dh94fCQLRn7b83VvUMwdwFCzFnwUJs9IKPAhePGoldT/uibRhgw9KJxlbPPofLT//+gP3b43snY8HEscWGVcsxbckynPvlc4LN6rhvvguPbDEBvzz5d9jyMV9v+Y1TD8ANB24GoL0Na8frnsKJX7kOPb1NPDdjFL75rQOwePoovl5sw9r4saX4wXFF7MaHtpiIvxy8Na7Zcwus7urBTQd8k3+7cngP9vrtJ9Bn9FbNRoIDb3gQ3/zpxeg2Vps/OHRvfPet+1cbFqoNq5Row9ryREeHZTapvG71WZraan5dxzYu2rCEiaYSZr7uJjXghkWlE05FpgIJDSmEnsoxrJAhXKQzocr94/6G5XcqkH1HNiwpA9/0hcU48MG7cdCD4eb13Ogxvm5fAWu6u/GdQw7Afvc9iCNvuZ31YAvGjUGjlmJ4bx8mrHz1Mvqef+oO2PLmxdj6ujBk0itNa4Z1QWlg2Lpi87zu9bNw1jv3xE8+fx42WLbmX35/l54eOw4Lx47F6x9/DC8OG4advvwVPhZsVLGPWqLx+ocfxaRVq0ybPXfkuvWYvfBZXPiGHXDbVoVOUtVyjOjrxeWf/iGmvlBsVstGDsXYVYV+8uzDd4NKgOMuuino695//Tj00OLmtGGRwZO3YWmNo8+9A+86uwime9eO0/Ht0/bD6uFDvOvRhvX/zr4FWz6wCFfvsyUWTRmF73ziIizZYASO+N2HOEXILjc/hR+c5gchfscZ78Mdm87AXvMexUl/uA5znioii6zt7sKv99kVPzxoX6zv7rL6ZKPD4k2ooaxDMG9ipk4bVhCiKbZhaa/elnl7wIyYOs+t4npovi7PNWXNHo/ptYoHonPkce0FeKC2fH0vFn7ii5UOq6JXlh6fMAk/nnAgfrz3gQXyevBuHHR/sXlt9GLczHqf+x/C5445Aj85cG+c8LdrcOTNt2P6iy8f0QDAaV85GG+76E7MvndRW+cfc0a5Kf1NR2yC3S4uD6n04I6TcN6nd8JXj/xLcOwf+22K56aOxqJpo/D05LF4eso4bP7wYnzpi0Wk8+tePwtfOPVQrFPd+OAZ78QfP/jztvr7cujGzTbDL/bcC/dPm4ZVQ4Zi5pLF+Nu3v/WSr/fPLTYLPkTSCszNSzV+5RpMXLYay0YMxQ+P3AsXHbAd9pj3KM765gV4759vxtKxwwEUhg1De61rQH93HXWUG/gAQFdfEx898xrseVUhpvzfI+bifz6yG/JaEv9wAzj4kvswalUvtr3TMisTl1pmacLSVcFmBQBf/PmlaKoEc54q1tja7i78Zr9d8Iv9dseykcOBRqgjq+hfRx29YSVNQDViR4wlHif3o7o5LCxttAYjG535L6GWjpQOJzoQwuKQJW7CNsep1y/NZWXqgRjCKrEKjIoRSjixl8SZORzaE2Mm4aw3Hoiz3nggNlz+PEb3ruFjALDNwqfx2Uv/il0eewJJv8KSYaPQSGqMshaPHolJK3wrr4HoQ19/B7JuhY/893XY+sFnMfeOZ/GtU/bHOe/+tXfeV898E3pHFmKcr334kpbXXDBzDH7+jd3x/87w/aGe22gUXpg8HK+7udAnjVm8DsecETqWvuuP78Xy8cM4dFJfVsOEZ1bhS1/8X3Q3imfd85+P4fo3f6etZ3xo2iRcvv0c9NaK/o9esx5D+/qxaPRozN9gPDZYsRqnX/inAa4C7Pjkk/j7VnNx88azoJqwFmiwfwPuujbrn6pu2B7OCWMO0nvDgYdJamDemVzhyfEb4A3f+xRWj+jB+p4uJDrH37abg7++4UG8+R/3odbIcecW07Hdw34Ejd5mjS36drj3aXzpjP/F7TtshHPfuTMWTRuNoWv78JVTL8GcBxYhSxR+/NG98L+Hvq7YLJv2HeTA0znw+pueQM/64kOxbPRQjF1hLVF/etLvcNEB2+LNV98XHcct5heSBN6o9jUbVVMBDUCRdaBET2zC7pixm2MSUVlrQVtS6iM6tyxx48tDWFaEx2iLw7+ZUiIuVnPYpKz8GyEShPguudaIbjJJNYhNv6M3rIr+PWj++AnI08J8nRb245Mn4r8u+1/MWvI8/ueXZ2PPh/2IDO5m1VuvYemoEVgxYggmv7gS41fFzb6/ccafcP1us3D3nGnY+sFncfhf7sbO8+Z759yz/VTM221Dzl58wfHb4+hfhoYcAHD9YbNwyQe2weRnVmCLeUu8Y1Pmr8QtB2zCG9bkBasweUHR52Xjh2LsC+tww34zsXz8sOC63f1NE9vQyU7dQvD+qwN3xe/23AmPT50ITR/A0txJwG933w3Tnl+OE6+8Gm+77XbU81Bn1tNs4qt/vhgH3n8vTj38qPKb/wtp8dhRHOGE6PTj3oRd7n8KG6xYg0t3nxNsWFMXLcfz0wqx0ISlqzF+2Voc9PcHsN9VD+Km3TbF6+57FqNXrsfq4d34ypcPwd3bTY/fXGvsdtOTePevb8asxwsH8eWjh+Dtv3o/fnzyeZj1ZNE295HnMPeR8rxpAHDRHtviG+84EC8MHQFNZusV/Z9QR+uw5r7va1DDCpm1NboAKOIKOxAL4wvpP5DXECCqwPktJuuXjIEcyVgqgBZhlIp2eMfdRG6lxyTicvVW/xLOLCwDTqym8ZcffQdbLmr9MWiX3LxMA9EXTj8U41atwRuuexw73PZM6XnPzhiFqc+sLD0+EH3sJ0fh/i0KazQO1ZMnaGQpunsb6DIm8RSIlVJPkO9O0q/xwqjhaKia3ahkoNSghK3nwNRly3DCNVfjiHm3RTcuAFjT1Y0LdtgVx910HZYNHYZd/uur9iAlbCyZa6iYAt7XTURD9EhfR2PyrlKN/W5/ED//7u+jfQWAW1+3EW7beiOsG96Fz/z079Fz3v+D/4eHt5wcHtAab7j5cbzv3Juw2RNFoN21Q+r4w1t2wO8P3xFJv8Ylx/0UPX1NXHjAdjjyb3HHb5c++YG34Y9v2K7YrMw88XyQAQU5/0o01VTOMb+0DsNUd1BVLo4FQazNuLb4eocSEquzctvzFPy9y1nfZM6V77VT5oHRhSyFEUZi72PDvWnkvb14+rOff+0bXVQblqn/G25YI/vX4o7TvxC5eHt02+YbYaunn8Pw3n701Wv4yKeOxpj163DE1Xdh53vnv+TrvpJ04HUf5fxIcsMCgIaTJRgIN6zMcQJ+qRsWUMzz1OXL8OFrW29cAP4tNiwA+NQFf8Nx/3tTNGXJYOjpaWOxbMxQLB8zDHmisO91PpJ/cLNJOP/wHbBiROFn99FfXIuZTy+NXuuemVOx9eMFon5s2gZ4ftRIvP6BJ/DXnefipBPfXm1Yoqw2rDaJNqyt3/U1x6zdyKxrzubFVoGybjYqZ4CDl1AGeJUbVzskN4nc/ciU6K4Ciz97PGwzpRZ1LzSTOEd+y16JDcuRTW+29FkcfefNeMe80AJsIGomCS7d4XU4+8DdcO8m09GNfvzoR+fjgHkPDfpaL5eWTBqBr3zjEHzoe9dj7j0WJa4a2YORq3px+n8dhCv33cqmlzCbUiNLOF16M/M3poyS+1GAVN6kklD0J8P3RJiUmFvD1OXL8MEbr8LhdxcbVw6Fs3fbC++67UYMaTbwwrDheMMnvhKu48hGVdSdEDwDbFyuGXPgOhLbuLQumJDr78Lnfhs6qgPA4nEjMOnFV8eS9JkJYzDj+eVopAl2POtUbLrgBVz8tZ9jxdAh2O57X0CGmjVR543K6qqKelGS6XqhwxLHgg1Li7r7/vvWgUHEi3Y+32Kj0sH7rEqD3dpvZLiB5XKDGtDSUDvfU+obkPf24qkvfa6yEqzo1aEh/X048JG7cdRdN2Pr58pFcGW0ckgPfv/GXfDrfXbForGjARMDslGr4aSTjsHZ3z0Xu9/7+Cvc69Y0cfFqnPWe84L2kat6sWzMUFy3+2avan/apWfHjMUX33wUfv7GffH+f16DUevX40d7HoiLt9kZH7/2Mtw3pUTn839BSmHl8KH4n4Nfj9UjuvGNn/45OEVuVv219GWjsjKa8XxhvVrPcpzzrV/jT7tsAwAYvW49tnlqAeZtvPG/5L4VtU8dvWElDQu9g0RjDhGoIJBkE9xpLrS0dJKWUdK6pRXSkuI2bTlgJUWApb5UVFrOuhRRtXIyZI7M59QGlZaAOTN/TGYuexYfvPVK7P/4vS0uVk5PjxuHX+3+Rvzh9TtgXXd3gXyb9ga5VuhDio996GjcdcLXXtI9Xgn69sf3xZ7XP4od7io24z+9aRusTnqAJgI01cwTRlQ2qZ+PrGLiP5nMz001AZQg7pJ5hwYWDRuLr+7/tqJdAwtGbYCT33IsAMPhyzk2dU6jTvVEORZjAlFJKzG3dC1w4dQNEuX3zFzz4cmTAADPjx6OUz98GP77jN96/Tv82x/AIzMnmT4W6OzAfzyIz/28SGnyStM2TyzENk9YE/g9730Ud07bpDwuoLQOdCwC7THTRqK/MtFgpgNRYLkflvMis4mn/ywSUVn0TMhLg6TI0lrQzpv22rUjLbJWgqbUot31+5IWigollt5x6uwNq6mdDQvOH3LGTEEmmSxqt5uUHWzTJiZZCTjdzoYV6I1ckaAQ0ZWaqEdFQCg9pyjt4g6iX7TSXRHFNiytsdvCh7DH0w/gTY/fiWGN8jxPA9HtG26CX71hd1w5ZzbyJIFONJKGEwiY34Si+N3X//sl3wsAmonClXtsiYOufbD0nNXDurF44ki2HnPplO/7kdb/cOAO6O03wU8pEr/IBOy2ac4+64v73Ay0LbPPemULBqY0CoJoB0o/alLHoBNnE5MbVOJ/xHJXzC37QiIl8RLSh/CxCcVmNGHFGjw4dQrunDkd2z1eWBB+5BNH497p05A0zLo2t/nrLlvjn1tuig/98QYce+mt3vMsmDAGD2wyOVznGjjwNrsO5k8Yi42eX4YY3bXRdI6l+NHLrsb39jvI6qikXirQZdnSblg6OFaU5rkcR+JQFOifwxuV+3wlGxbrKR1HYVnSd4fmNOf7Kq+u3Q2sFcPiXp++rY4+VCX2O6ubrT6mPnX0hlXRq0Ba4/XPPIwP3vk3zFm6YODzW9CVm8/Bz/bcF/dNnQFd08jbsBD+wN+vx1YLFw943r0zp+B3B++EM3/w5+DYTTtuir1uKpxMz3rfHnjL5fdg2qIV3jkj1vZhxJNL0dtdQ48TGPWGXWZi9iOLMG55YWp/+Z6z8cLY4RjAt7WiQdLaId1YOG40pr24Au+9/CberB6aMQkrhg8p1dX0ddUxfclyr+39n38nbtymENnK8Gi73vMkb1gLNhjjbVbzJ4zDY1MmYL+7C53paUceikPuvBfvv/pG9LUIvlzRq0cdvWElDc1cl89WiDaBsGRd58rhEg0nI7kQw9ZZR8sWHZMcLrXniIjtfEQlwy25nHY5wipRzLoIq8ToolUMsvHrV+Jb156DOS8UorD1tS5cMmtHHPrY7RjaHDgY7Fvf/Sn0dtfwhqcexo0zt8DTY4ucVEmDkKzh5swIJZrqxaC/44ab8LmLLhvwPgBw0Z7bRzerVcN6MGXRSt6E+nWKYWvj6PCa3TbHd4/fB8tHDcX/nHIuNn9yCca9uBaH/PLD2PLRJZj92HP4497boK+ZBpmiMzKkyBNGUrn0qRIWZnAU9oFRRSRHklfGEPe/CGGxBZkQ7xFqousmMRG7EA+1cjp+fPIETHtxBZ4dMwa/2m83vOPaW7HlM4vx26+eg1u32Ag/eNveuGWrjTF+5VpstORFHHTr/Xjv5Td7z3H46R/EvTOnQTcIrdP9i/pHL7qWz52+dDn60xR/23Y2zttjZ9w0c1PoJMFmC5Zgm/nP4L4pM3D39I1x88azkKmkiAso4gGWGVSwSLAJiwxLkBW94y7S4r9p0CXS4rlow+hCIivHQq9oV9YgjRAQIyv/25I7qIr6YtGXQFwsOrbXluhOAdD/SpHgDTfcgG9961uYN28eFi1ahD/96U847LDD+LjWGqeddhp+8YtfYPny5dh5551x1llnYfbs2XxOX18fTjnlFJx33nlYv3499tlnH/zkJz/BtGnTBtudiv6FtOuzD/NmBQD3bTADN03bEjssfgIzly9GDoW7Jm+Mf8zYAv/YeEs8Om4K3vzo7Tj9yvPRn6YYvX4tbps0E78fswG/EIOhg+4Kow9cvfXm2OeeR4L2r5z91+g1Rq7txci1Nv38J351TfS80z96EP584DZcP+ULh+Pcj56D2Y8twn/97O/44klvxrw5G7IIsKJXnh6dMhF73v8oNlryIs56856Yt9kMfOO//4jhvf3Y+eH5+P3p/9Py92/92gdx36YtviFaY8tnihBL8yeMxe/32BkXvWF7vDhsRHHcMAePTZmEx6ZMYobi2q22AgAvQkhF/zc0aLP2yy+/HP/85z+x3Xbb4Ygjjgg2rDPPPBNf+9rXcM4552CzzTbD6aefjhtuuAGPPPIIRowoFsaHP/xh/PWvf8U555yDcePG4eSTT8ayZcswb948pOnA0JvM2nc56CuOH5bRJdSVFwgXAPKa8upuAEegMM8sNc0M/LBMu0LApUp5eSzZWmjObsoSows3NEsiEVVpqCZbBhxZK66bO27urTMc8dhNOPSJ2zBrRTxe38l7vxfXbjKHx6uuG/je5b/C6xc8gvW1Lpzw1vfjjmkzoy4GMjixdDuYtHoFNnn+eawc3oNR69bjli03RqM7xQ6PPYWLz/xZtD8vh9YO6cLi8SN5SGYu8OMjPrTRRNy+1Ua4fLc5mDdzOnRi9VXMeWbKJt8k2Tyh6KYsi8OuAUWrpH6AQNxSP1mCtGIomqidiN6lkbtb+N9Ijj3wzamRuTudp3HkTbfj27+5sLSvZXTWoXvg/D13wMIJY+1zyeSVpr7504sxfH0f5m0yA5o/ANLgRaJdBwmXmbFLZMUIS/M5qdPmXYPCMDWdkudbe+dIPyyidqK1B35YBnnlqTWGoG+l9MPK07DOf5fOtQraQ5QHZH29eOT7n/3X+2EppbwNS2uNKVOm4OMf/zg+85nPACjQ1MSJE3HmmWfigx/8IFauXIkNNtgA5557Lo4++mgAwHPPPYfp06fjsssuwwEHHDDgfasN69XZsFwDk1nLnsXBT92BA5+6E2P6/NBJv567J/5nu32wqmcodAp0NRv43hW/wuufeQTral048a3vx20bzSyuOYgNK4iuX9Psz/P77/wCr3/oiUjnXx1aPHYkrthlK1y201zcOWs6MvPlrTasl75hbbRkKa4+7Tuo5TlypfDsuNGYP2Ec5k8ah/kTxqGvu4YDb38Ab3jwCTSTBN86an/88k2vh05CZWjZhqXd909kSqg2rP+wDevJJ5/EpptuijvvvBPbbrstn/eWt7wFo0ePxq9//Wtcc8012GeffbBs2TKMGTOGz9l6661x2GGH4bTTTgvu09fXh74+q3dYtWoVpk+fjl33Ow3pkGLDyrpoU1LIyIlYOBDzZEhH4tiGJR3cAivBFsNGZuxyk3DNzKW14EAWgJmzeF+ClWDZxtWS+ONlLXpqWRO7Ln4Yb338Fuy2yEYVyKFw9Uavw1+22BG3TNsMSuXFpmWQ1vwxG0BB49i3n4g13UOga47jIc+Tv1HF0sLomkaS5zjumhvx+QsvBQBcsvPWGNrfj/3usg7GffUaVK7RlWWYt/l0/PSIPfD1n16CCcsLv55z37QTrtxlSwDApBdX4Zs/+BP/9rgv/j80aimgi4/HOV/9DQDgnk2n4skp47HvHQ9jxHq7Hu/adDqO+uwH0KjVCv2VjANYZrJOH78s/EgGOZKE6bPLwJTqN14icwK461+1vVH5jvjmbyd/kv9b0W7qU1e8iJ5mA8+MH4f+LnOQzbGLc8atWYMh/f1YOH6seECH5IYlGEU3EPWAG5VTb0dnVdSt3qpso+I6netsTlKHxRtUJufYeXb6UzLSvFGR6ARevdBhyY1KfCtTv91l8uVmJueajiPC/EAVG9ZDZ7W3Yb2iRheLFxfWXBMnTvTaJ06ciKeffprP6erq8jYrOod+L+mMM86IbmQVvfrUTGu4Yfoc3DB9DrZY/gx+ffkPAQAJNPabfw/2m38Plg4ZgUs33x4/2vlNgAJe/8wj2HJpEfLmA7dchd9v+wboWrFoa1mGZyaMg7VmaU0bLVmKb//6Quz4xHxu2+nRp/Dp9x+BzZ5dgg2N1deJHz8GZ3/rt8iVwjfftT8+e84VmLB8NRppgq8cfzAu3G97L9r+yuFD8POv/R69XTXcsdWG6O+qQWuFPFf41EcOx7d+/EdMf3453v359+JzHzgMu939BD59/t+x2bPPY9PnnkcW4fIrGjwtHDfWblAlXNWLI4e/av2p6N+L/iVWgkp8fLTWQZukVueceuqp+OQnP8l1QlhpI4cyyRoTZ8e2evG4zI6t0vjejrFN6p3KHC5btQh4HaOAo3WuFfjMREQ97nFX/BckfJPnyGvlOniOqP9G6YOYU0tCujwyegY+9cb34Fs3ngMAeHb4WAxt9GGD9avxnruvw7vvvh4fP+i9GLduNbZ4oQhvdNxt1+K4266FS+fu+AZ87cDDbRoY0znF81egqmOv/Qc+dell6BFZiicvX4Vzv/Urrt+34RRsa6KALxsxFN//7oWYvGwVlg8fgo984u24dc5GQNPfI/f/Z4HOLtt1DtaqbqBRPLDWCpfssjVOuOh6bLz4Rbzjitvws0P3wJMTNsAMszl+7eg3IctTK2aS8f+kKFDOo8u5l/hfBcfzcN4HtghFQOUOw6aeaDv/JFbjelFav0bbzsuM0n1QA79fyr8I1XPlxPX0n4cXpEg26U2kfEYhEvRCo0mn7BbzA5BIEPx3tBQWgWmjDWTF1oK2nlDWap5jgbQCNB2ZXEJWPKcSaZnnTZW1CmR/ucS/rDO3VA8DMNBcm3PM/LH1aOLc0/mmDMaY5RVlCydNKpz/JFJ6/vnnGXVNmjQJ/f39WL58eek5krq7uzFy5EjvX0X/HnTjtDn4/Ra7AwCmrlnm6bcSaPzw8v/hzaqMFo0c3fL4RkuX4vyzfoIv/Pkv6Gk0ceMWs/C+E96DlUOHRM+f+/RzOPGv1wMAxq9ai8nLVuHxKRvgbad/ELfO3jg4f8Ta9XjTTfcDAM7fd4fgeJam+NHhewIAjr/0HxixrhffPPti9DSauGH2TJy/x44t+19RRRW9MvSKIqyNN94YkyZNwpVXXsk6rP7+flx//fU488wzAQDbb7896vU6rrzyShx1VJGnZ9GiRbj//vvxzW9+c1D3K0KYmO2cbPldhBXjwABIpAXtc4dARNYqDSpaAcYS44uoDqvMYEIkcIv5YSWB8UXIcbflIS9JPFuo1yMurLjIT+e8CUc++k/U88F5067q7sHuJ3wFfUNq1g8NFqHXdIZ333QjTv77ZehpNrGmuxtfP+zNOG/XnaHrwM5f+zz2ePhhHDzvXhx6xz2l97l+7iycdNIxWD2sB8gQJON88/X3YUh/A49Mn4g7Nt3Q6ju09c+7ZKdt8JE/XodNFr+I8756NmY/swire7rxmXe/DchSR4E/OGQF+Jw7z61AVFJB344fVqjLspPOfoXUINE0XSux3LBFSb5+iN4dD9CJ9WWTqJYhLVNPtW0rCYumJZsdexcD6UYEYQkdViDliBhYJHI+uPTfM3e+BkRWjdzc37Yrg7Ds+0uDTA5R5vqeDoseVgwI1c280fvFeqpcAWkxqPY7WNyAos9wu6MD1AIdB3WBxAsDHh89KwWbNLcNGvSGtWbNGjz+uA1E+tRTT+Huu+/G2LFjMWPGDHz84x/H17/+dcyaNQuzZs3C17/+dQwdOhTveMc7AACjRo3Ccccdh5NPPhnjxo3D2LFjccopp2Du3LnYd999B9udiv4NqJnWcNz+J+E3V3w/OJYphedGjEV/WsOmy22SxHX1Lvxy533RqMWX4IYvLsUZfz4POzw9HwDwj5mz8F9HH4ln2XRZo7erC1dsOxdXbDsXnzr2bXjTnffhe7/y05z/z/674evvPBBZmbuE1nj71UUm4fP23qGUE8nSFD96y9743s8vxGzjy3P60QfjuXFjoudXVFFFrzwNesO64447sNdee3GddEvHHnsszjnnHHz605/G+vXrccIJJ7Dj8N///nf2wQKA733ve6jVajjqqKPYcficc85pywfLpaSRM3eiDRuomsrTZxXHDJciolUkEmkBDqfn15l7dWX9ceDGFDdr99ukpVeImsB1eSyRyCpSZw5MWCUS2yP1Gp5fLA1UWfQPunQKPDZqGnY9+ts2FxlZHTmmryfffAneef8N+MPs3XD6Pm+DrplncJjfJM9x7K034hPXXFqgqq5unHHwm3HBjrtA1xRzpXLwe+vd+McWm2H5sKEYs7ZIgb5k1AicdsyhRUebgHICbtI1tnvsGWyxYAl66zX8cbdtC7N0l+t3zKEv2XEbnPTna7HJkhdw/VazcP7rd/KQFVCsvzB3VVFKZOWlRG8XWUV+E5ZSv4GAlAjDwnoO1tkS12zn2XLf5r1J/TnwdML0ZSH9BF1D6CmDfmllU5No2wf3gRgteWvVv0+rANRUlgcWLilzB1GJ6BQSeSVsqu5IS0p0Vi6yKq6dQzUFwmrSxAhRUAxp8SP7+iKOKmI+kIqRrAp1fZCIy1xC26PWFsD/jrLOit59N+KQ+J7qxI5lO9TR+bD23PGzSIYUKcrzLhMipytBTibu7H9FdfjtbHrrm166x0Jzdqfe5oblimpCUaAQ45UYXySZDj980tgiEs6lLJRL6cfM3bt57frK2kA06Iwfm70Kc9i8Buzx9P347tW/AgBsfeJ3A/eC6auX4vTLzsf2C58CAPxzk83w+TcfhYUbjOH78L2F79asJYvwm7POxuQVK7n/982YikO+8FHI3Gb08NOWLsc/P1WIoW/dfGMcferxgFKOYtl5kc3Lvs3jz+DIm+7A9w/ZH0tHjYBMxFlsWOZvsXFZMVIoIgxyJUXC9QS/ibgxuGUgGoxQdF3Dn+NSP6wWZs2uy4j328AH0v+4+abPvvgo6gtJRA9Z4lISGB/lLfLLCfcDy2iUm6+H5u1Fe9qwJupJv/aOSZEgiwGbuf2bxGW0gckNS+4kLpFxhfJLzd+6xNbN33kt8c9hM3bTTt/OmnLedTH/7N+FoD1mwJX19+Le31T5sCr6N6N7JmzEf9911snY5mPfAVCgqnfedSM+9o8CVa3t6saZ+xyKC3bcxbxkA/NU77v2Rm+zAoC5zzyLy077Pq7YYQ5u3nwT3LPpdPTX7ZL/xJ+v5L93fuQp3HXiV3HfRlNx30ZTcf9GU3HfhtOwYNwYuGLCuzeZgbs3mSG+lhVVVNGrQR29YalcB0rJJNMshqCdnpGIEAnydyiLwFpziLntEi4v2q8W3F0pV1yiQHfFgIEIsAWyonqA4AZhdMFSFoHOIERBaCo7fvRb4lIdMc7aWg//JIHG3/77K/jAYR/Gadecj+2eK1DVTRtuhi8cchSeGzW2GEcNDgCbK22569yf2wt32glvu+WOID387IWLMHuhH1bqJwftgeXDh3n5jgBgzNr12P2Bx7H7A1ZHu3zYUNy74VT8ZadtsN0TT+PsfXfHk5MmhMjKES+5GYCLY+Ax8No9cW/YFqu757WbjbZV8FueY4GmGbBo7UifIqI4OO+OE1mB+pnL90WIf6SIULuXlwYZnCZDdENFOiXRpRx7DWslIuewxdgPKBnJfRGhJ0YMDKpCZEV1FgHyfaheIhp0/1b+2rRGF74okMdRK0a+hBQpADUPPQ0kPZcz3CxxFHJZO7dO/4RBjdLgfGvtUEdvWBV1Nk1eswIXnvct9GRNrK1341t7HYoLX7cLi3QHQ3duvCF+eOB+OPmyvw147gmXX9/2dcesXYc9HnwMezz4GABgkyUv4JiTPzTo/lVUUUUvnzp7w3LNP100ReabjEQkZxtR3jLqIk5P8SGXpKNllCR35yGsEq64jTL8bTmyAoqxCBXx/rktKTAfFpptt07cKZurhmMvHVkBoCdr4rZpm+IL+70dz44tUJXkzrUzBvy3Ofa6Bc/gqxdfjI2XvoDhfS89qaSkVUO6ceXWszF67Trsc58NQbXro09il4efwK2bzvQ7ydy6isydQGOxssxwooVhxUDGFsF4x1C1QEC0Pti51D21bM3Tb3O7Lvg9yfxzGMkJIyYOGqC05eoTea5Yf/IZXHL1kIigzzycn4HewXh6oLLSfQf99zQIsySPZ7ocWXEuD3Etp01OFM8lW88YpEXHkTjfPUJ55iBNAunS3Hl15sx9djlPfkAInl0uYt+FMursDauijqIsSfBiz3CM613jte+08Al8+ao/4A/b7IobN94S62tdbV9zx6eewtyFz3J9+dChGLNu3YC/+8mBe2LJ6JF4fvQIPD9qJJaMHomJK1bhu/9zATZcugw9/U08N3Y09ry/SGVy74ypeGLSBLz1trvw8UuvxNs/OrPtPlZUUUWvDHW0leDer/sMkiFDAQC5CZSZd6XWKrBuLF+47luvsLVgLWLNJCxeyoKEum3SGktaaxVWgr6MuzxhY0QWHpjB0jFfj+c5l5YhqxKzdv8ZfXmzltaCbEGkwmCZNXusqBftG/SuwCFP3IHj7/47ajrOWv1pzo74/u4H4/nRI819wNeWAXG7m/34w1k/wuznnsN906biyI99BKPXrcP1X/06upsZ7t5wOo46+UOYtGIlPnfxpTjgngdwxbaz8cEPv9ve0GEIR6xbjzN/czEOvtPm4rp3xlS886PHY1hfP2744pnoyjL8bN898dN998KqnsJK1bUwCwPW+lZnsXBLYVBV7Z8bWAk6CEsERH050dqllSCUstZe/G6UWIG5kbwjGRFi58aC4sp3sDRA70vRI7vSjhJrztANwdRjYZZkYFtTT8l6sKHZGjDtz825BsWQdaCsZ5ljHUjiBoGspC4rOgi+OEhLq0Hy/6ml9v0l1yJ+n8lqUFgJponzt/89CALmOusmtBJUyPp7cdf57VkJVhsWqg1L0r9yw3LHfMaaJdj/iXtwwu1xvdPKniF4+7s/iidNyK7YhqUTYOqyZfjzD7+HsWvX4Y87bo/PHXUEZj+3EOf/4GeomRc9V4r9Q35w8D747lv2tzeSkiat8e7rbsbnLrwUD06fgmNPeh9WmXV26h8vw4euvA4AsLqnG79+4xtw9p57YFVPcbzasKoNC6g2LK+92rDMhjX300jZD4s2rKR0o6K0IzFfobJUCTLFxst6WXJdnk4ksEjS4jwdbmZNfxOSuXNcK8rSjaqNoJnSfyPwx6oljoOwHOPyDcvNV7bR8iXY/4m7ceIt4ea1yye/ghVDh5duWACwy1OP4nc//Xn4LA5dM2cLnLPX63HDVrP8HErCh4doSF8/ems16CSxeqhMY/97H8DHL7sSWz1bxEh8dsxo7Pvp/0JfvV7iBOxvWMGHsOluYlr81i/ddSEtSV+ZQMf+3OvEnfeiLcyNBK9e+GGpoK3lb7ycSaRrEccks9jiHQzePWp3dcIDbVTSGbgB6zslNqw08MeyGxaHXuI2f6OyG5i5YTO3uiuxYdn3efAbVphmxAxsmrSxUYUbVx6ca7pWk98L8H1j6Zuy/l7cecHn29qwqpwIFf1b0PwxE/GzXQ7A3I9/F4e87zOYN3VjAMAT4yYiS1pHQKk3m9j58ScGvMeXjzoU18/ePJrwL0bru7vCc5XC37eeg4M/9XFcNbvIpzV1+Qo0BhmlpaKKKho8dbbRhZ/HwJTucf90NRiGM850v3wqu/kA4hvySQIckY97LHYPbyzaQFbyXPjctuTYNbPlGtIaS7fz/S7pwvyxE3Hs20+yCCx2LfPbOQsX4JIffr+NmwE3fPGb+MGb9sEfd9kO8ydu4FyrZJLNmKdZho2WLsOsRUsw67kl2GzREhw6727v1J5GA+u6uwGUz0eriBMDJdaMHQ9E0GXrgI5HVIZBIFn6jYq08X0Myi2JKqGdtgHlN5FnKPsJS27lCS36KtvdvrY9frFrlt7HP9BKHFv2m9K2Vu3RSBdlNwzXO89pS9g6SGrnQ+t819qhzt6wKvqPJZXn+Pt3z8TGL77gtd80a1Ps9liBtu6fNhXfefMBOPN3F2LCqiLT8Mcuuxofu+xqAMDpbzsYF+26A5YPL8TKM5a+iBHre7Hj4/PxhocexbquLsxa9Dw2XfI8ukk0E6EXhw1Df0kQ34oqquiVo+otey2SK+PvOA1le7TPQw94m9Ul226LHxywP56atAGmvrgMf/nu9zFn4bM45M578In3HI3f/fDs4Bqfv+hSfOaPl+OauVvi+VEj8K4bbim937quOh6fNBGPTZqIw26/E6nD6V60045ovlIiwVca0Vf0n0cRH7rXCnX2hqVURLHoHvdPZ0WynE8VttlzW1lXiLoQIyrR7jooB78V91Nip9HOo3JIldwei13Sv74R75EznyvOKzs3GBPlld75om8DiVKjwYPbMGghumvDjXDR9jti3No1+Ng7/h/WDO/mY8+OG4sT3/sunPuTX+KIW+dhi2eL0EwvDh+GcWvWetep5zkOuOeBAe93xTZzcf7rd8bE5atwxG3zvGPn77pz+Gzu4ykAWmPc2tWYuXQxNluyGC8MH4m/zdqGj8vflNadsSkzQlBatNO6jImI5DoPrqmCeSq1LGzVtzIqee/k34DDe7W6tnhm2e6O40Bj3tZ9ZF+F06xWypmzMnlv5AZl3x3+CIhrxTapEqOLWL4sXXbs5VBkjGLf3sEwaZ29YVX0H0svjhiB/zryGOcj7L/AN28+E2e85WB84U9/xeyFhTWf3KwGQ4ffdicOv+3O6LH5G2xgIwNojfGrV2PWksXYbNESzFy6BLOWLMbM5xdjdO9673fHvHMM7puy4UvuU0UV/adRZ29YTggYFxFZ01xhxhlwhg6SkFxiSekel9xCCeCyTBGUZX/LuGN5HzdAJef18vvPYVVacMeK08KWIC2335JbLAv865hAl3Ho4fzY422Ptbn/8f+4GkOaffjBPgdw/jPasHZ64nEcNu8uTFm+HPUsw4eOfzf+e+83Yn1PHV+68JKWOqiXQ1fP3hIH3nsvdn7sScx+9lnMWrwYo9evj56bQ+GZseOQ5jmmr1iGtz5wG+6btiF0PvCcRo/LeRJry4YXK5cLD4SWXK641A8qaFfl66B0LVFdB+ut/D6ljxW+izQ07jWUaIygMNl3VdKXVs8Z9J8zKSvvNxxSzh30wCSdLiXT+ZZLSkr9sFIn7S9LRsQ5ge8WPZ+Kmq27zxldN7Hv9SBQXWdvWBX9x9Cwvl6cctWlAIATr7sKO37xNCwfNhwAsPvDD+Pn5/wK3c0mn3/PZ76EJyZugPtmTMNNm8/EXg884l2vr5a+IpvYPg88hH0eeKjlOY9MmIRPH/5OzB+9AfrqXdj18Ufxq/N+hoMeugtn7v0W9Kv2Q1FVVNF/MnX0hqVTxY5snPLC5QjJKbGMe3Q5OdEWcJ5lzotuf6hNgChP51TGbUk9A5sMO5w2M1XEIfmm6mHAUu08AN3WV3BEoyOVjoH5jXAgRuKMdcTx1Gt3OU/pgFzChWsFrOnpwf1TpmHOc0VKkNu/8iUcdcJHMLTRi5+fcw66m03PQhAANl2yFJsuWRp5QASb1c2bbYIfvXkfPDVhHBaNGQWtFL50/l/xvqv/Gf29Sw9PnoTbNt0E3Y0m3nT3PRjhBOFd1dOD97/7eCwZNZoTN9668Uw8N3IMpqxajr0efwB/22xbu0ZoLHJRl6bjrjnwAGsqSNPhnitPcSJc0Hllc1hWIolcT85xi3eyFFGJBJytdB9aPDu/I27Q3WCczCGpG3bRJq9v7fXJSnMEyk3B4mJ+bzjotjmX0n64wYMZbQnFo3EYlnrsVrqnwFFYIi+l7LGyqDayVECATEvXif2NG+GCf9s+wKochyvqHDr8w5/AJVtvy/U//OTHOOeXZ6O72cQVr5uD93zweLzhS6fy8afHj8W3Dz0Aa7pbI5inJozDkjEjseWC57D1/IV4203zcNp5f8HrH3q85e8A4D0fOg6nHfEWbPHcIhx9623eZgUAXz/4LVgyarTXplWCP79uBwDAYffdNuA9KqqoooI6GmEhUZDp2/OainAJps7hYML2XCIEETKmpfxcICsmGUvQ5UoGsjePiqZN31huTc9cVCmsj+/855/LOhDdgkt15MtevSw0U6IiY90GNy7bZJgeyZ0nwMnv+H9YOG4cTrzmKq/LXzjqrejvTrFwyFhu2/CFZdj9wUcwvK8/8pCWNn7+RWz8/Is47Na7W54Xo3N+9t/8d1+thj/svBP2fuAhTF2xHNdtvgUu2mFHGyrJeY4/bb0jTvjHldht/qPYYN0KLB0yWjyznGt4ZYGypeermSgRhqvVUgvCb0VQbhmyCubPOa90LqX0g89zEEtZSCY6p4WUwz6YOYWdnOknyj0M96BMbMhjbfqo8shazUvqsbEQxxRJhaSEJFWsowqSVdI5JpagbumNLiCi0EdxFJda4sQSFCGYSqQqXlzAAIWFY1D8RiA0cywaGKCEKoRVUcfR9w44CGe+6WCv7ZJv/xDbP/kUAOD4DxzL7Ts9Pv9V69dbP/lRLBwzBlNXLMeqnh58/vAjS0U1C8aOxx3TN0GqNQ59YF70nFZUy5oDn1RRRa8x6miElacJVE3u7ioSeLOE23e4wFJkNVAAzhiV+MH4SRN9TiMpYYMp7XQCG7PGa3OuRUjLS5pH3BRHeRbOYrHuS/1GKjkzv73gnEzfIhGa6Ry3zF0OrYQbt+fq4D4/228v/O4Nu2DKyuU461fnYtPnl+KCH/wMpxx7FC7ZcZvSZxsM7XXGJ21qda1x+m//jN0efrL0/Mu++V3++/TDDsWiMaPNg/jPkZgB/uPWO2KHBU/iLffdjrN33NvoLsC/6Wn0Y8byFzBj5QvYcPlSTF9Z/D1j5VJMWLcKV2y8Lb6w+/9zbmB+yioSmnuq275G/WEQrnMvYGlpwNpwjkvnlp6P51qH58ljJXqwlrGupN6O3z1rHRsKRPz5kVKOPGWQx3ooTWuTkZZ5F0kfpR2dGOVgFDA2oUC2NRc/mGC3hLREZP6oPxbdU+qyJaLi8SQ0pUJkFQS2dSRY/BvZZroh14MniRFtypnfNqijN6yK/rNp9ZAheHj4EBx6ysdwxgUX4dB5d+M751yAWc8tafm7vc74JEavXYfJy1ehu9HAhBWrMe2F5XjXNbd65z05eQMn7THw9lOOx9k/+g32u6ewClzV04P3f/hYnHX277DBapuU8q4ZM3DRjjsy41DLMoxduwZLh43yrv+3LbfG5//2J2yy7Hl88ob/xcqeoZix7AVsuOIFzFi+FBPXrnqZI1RRRa8t6ugNS6cKueEIKKWIt/OLvD2y7nH7ZdxjKXfXqmMlpWMRIy2QCDWR/41kOnJYj3lKJxH8JmPWuigz5ZhHCZTEfW0j0oXDbQPuGNl6mHIiPtZ+CgrRFnDyIfct25BqrB3WjY8edwzWDOnCO/5xG07827XhMwFYOH40pr2wAtee+l2v/cURQ7F09Ijg/APvvA/PU1biESPRX6/h/R99N/756TMx7cUVGNnbi/3vfRBD+30d2bbPPAMkGmnWxOG334ETr7oa05cvw/HvPg7XbrkVo901Q3uwbNhwDF2xDMfdFu/zyu4heGb0Bnhm1HiM6FuP3Z8uNst5kzbB6W84EnkKTkFu3bGE3sZVZUn0byhqvQWhY2AUbY6VoudWc0rnRJAV1QWysu9giQ9jjMQY8AvlpIkpE9dKHTFfI7V/S7REFn5s6MfZPxRnAqGxZ5TGwDjxulhUaB7MjzNRl/ntTP+iJBEV+2FZqRQjKXqnWyArKgdCVoG0JYl/T9sKlG2oozesiioi0kmCz77jcKwe2oOdHn0K12y9OU6+xDfMOHefXXDqBVdwnXyxxq1eh3Gr1wXX/PkPf+/Vlw0fiiWjR+KJSRtg2osrAADvv/pGAMCtMzfG2p5u7H3/wwCAm790OvprKaYvW86/f+ct/8TKIUNw75QNkScJxqxdg2krlvHxv28+F4+Nm4xnRo/HgpEb4Okx47G6XgTmnfvc0/jZX4p8X/Mmb4KPHvB+9CY2HFVFFf0nUEdvWLpms17yrl6P7PwiiaDMiqtTeNwhgAF1Vy297Eucz4sMwPbv4ob+dYmTykVUC6VsYrkyZMXuHZn9jUwYyVZHuoTVdoh9S0qSWbqWlQGyCsaaSsXtQTI/maVWIrCa5jbyQdM1y7bqVOHrx7wJADB5+fJgw3I3KwA45YS34ckp45ErhQkrVuPXZ/yaj12x01bYYPkaTFy+ChusWI3uZoaxa9Zh7Jp12HLh4mCs3v+RY7G+q47HT/gcAGDiqkKct3TECFy91VY45tZbseejD2PPRx/GExtsgJ/uuS8Ou9M3trhiq21wxRbbAoCX7HHOomKzGtHfizumbIKPHHw8emtdvB60WFOKuX5znG4QU/nI9Sx1WQ5XHEPWbunOY6CH5LksQ1YWVVk9F80t9XEQCIuIEQ9JDcjSUDn6IHNu01+7pCO2OuNAFWaBm0BPVk+lW38s3GsQ0koANG0/AUAlBOmE7kom63SIkRRbaFpEBcD6sLpWvjKLcIvkjBJpB8hbIHK4a4nnVCHP25nIgjp6w8prCqABrtvFFstuC4QblftBDERW4sUdjEgwUHI7e4N0+ONSiAjpBbMWqdpuSOIcupE1n7YfLGlS3U5uJn4OYWRRvmFFFm2LjYrayzY12oTcjYqP8zHzAKJUafHAJ15mRWw/PGIvbLToBRx6033e8/3ohxcAABaNG4nHpk/wjp10yjHFfXIFaI1Rq3sxYfkqs4mtxrd+fjGfu2D8GBx85z048bLrIOmNX/kvqKbCMbda/dimS5fi2xeex/WrtpiNfR9+AIfddzsum11sWDTksxc/jV9cbDarqZvgxEOPx/qubqjcYWoE88PrTzqFv+QNq0SJ3iKbcHBMzqncqFzzdmHqbjeokg2rlTWJtDFy3j9u4w+mI0qH3ZzcjYtfIymRczco7/7KXneAHdaGfUqYGeVNlebA7Iy8QTnGHbIrTCJUnXQFKkzUSzassrT33oYlj5n2VsZtrtvEIALOVGbtFb3maKunn8Mx190BAHj7F96HHx65Nz750aMw8/zTcPsWM4LzJ7+4Crvf7TsJ/+Fzv8Cpv74cB91yPyYtW4UVI4bi0RmT8I/XzcJfd3udd+70F5bjG7/5E6a/sBzPjxzuHXvbLXegt8t3XL5+8y28+h6PFnqp3R9/GBNWreD2uc89jV9eYDerE95abFYVVfSfSp2NsOoJ0FXs2BkhLEckmJmMtaXIykFYueAKQqdI0y4DzUbIigSVX3cQj+RkE1nP/PNypTiALaElK+ZT3m9IAVwgLLqw37dWSGsgZ9LAMdAdP8l1RZAVlWXIqqyOmrbIqmYGkpFVUXbrBr599kWoZzmu2Gkr3DF3I6RJDpXn2OWBp7Bs9LDwgSO07WMLse1jCwHcDKBAYfO2mIFvHbMfdr8njICxdOQw/OyQPfDb3XdBd2+Gez9+GgDg9Av+hHmbbuSdu9niRfz38qFDMWad1Z9dedbXcfnsbaByjb0fewAj+ntx+/RNcMLbjse6rm4r7s0cJC3mvWyu3baBzdqtOKnc6EL8xjVrT8VcDmBQwyLeVFsgwiJBIX8T4nKfhLGFRD4kGsyc69F7ZC6YiPwsLtLKBUoKEZdAa851SpEWDXWDuqh4Pasmvcs+stIZ1cO7EQVzTAhIigYTOEYX5rdtmKyHRhbw6oEIucToIh8EwuroDauiiiSd8OfrsdXTi7FsxFB86X1vxtiVa/C26+/CkVfNw0aLlw18gRKa/OIqHPLP+/Ho1Ak45urQ0fer7zwEf9l1a+gsQW9N4UcH742TLr0GAHD8Vdf711q5EgBw6eu2xnZPz/eOdWdNHHbvHVy/ffom+NDRx6M3rZBVRRUprWN2zf/etGrVKowaNQo7H/IVJEOGAPARFiGrnBGWj6wChJXEuIIS09p2FL5lKMZBPIEOK/N/k2R+u8pcTpratHcu5DU9Iw+fI2srE3EJ1x2VTQdKWaqbc1gGbus8H/USnRW1k2FFqlmHpQzCIk40STS2nL8If/r8T1HPclyw3/YYsbYX+932EOrN4ty+eoruRob+WopvH7cfuhsNvOm6+7Hlk9Zvq6+e4sfv2pMemLnrccvXYvYTi9BIU7zh7iLA7rkH7oR3XWFjAW7y+69C5wl0lmDUmnW458SvthpdpmaS4P6p0zB5xQr8dettsXTESKhMYeXQobh8y23QW+9iIwxvbuV6EObTwVzHmH5Rj+lu23bwdgwrQv2WLqkL9JTqAFkpocviOnU98i4GwYIJWZHEIVeOiTshVaqb6xojjKRpkSwbwzToGLzSHqd27fxt22J1ms+kqfndDt5fdvw37e7nuwTABbroSCgl6aIgdVjtuAKVGV34OizqA/UNyPp68ej3PouVK1di5MiRaEUVwqroNUH1ZhPf/NnFqJsYa0dfaVHQvbOm4MIDt8c1O2+O6479LrqaGa7faRaWTBiJK3afjSvf80PnOhmGre/HxQdsi20eXIjt73saO973NDZd+IJ3vy984BBcsN+OmPjiaux/e6GDOvC2B3H5DnMAACuHD8Uv9n8jPvD3G6P9vWujGbhlk01xy6yZuGvaRlhX7wHgfrR8cV9FFVXU4RtWVlfQXb6sNatbZEWWgzH9CRCXuQdcpLAuGkxYGGnerjSslY9EQ45lH+CYqCe25L/Fb6zlYXht+3eJLqu8+7YeWAmaMmYlOIBpuqufCq0EzRzEkBUA1DQjq4RKY+77nktvwlZPW3PzNUO68L97zsWfDtwGj8+cWHRfaTy54QbY/Mkl2Pqphbh+6mZ4/5+K9CEPz5yIh2dOxGFX3IsPnXcjPnReuNE8svEE3D5nI/xz+01xwzazUEeGL59wMPZ/b7Fh/eT752HmeV9BbsbnW8fsV7phve/E92D5kMJZWTWVRVBifdn5F/qqLLIeXgmEFVn3rUKaFfVQXxVaB9Jc+r9hNOXqIgWy4pK6SibeVG+JsMy6JCdgF2nlEmn4VnRWf0z3UXwo50H2bx70RTlWgoxihW6YbuuMcyBhoUfmtCPyQVvpJ0PLvKIe0UdJHVap6XoMjcEvWyEs59krHVZF/3E0cm0vAODeWVPxh/23w9933wrre7qQJjlS50v90MxJ2PzJJdji8SV4YMvJOOyyuwEAP37fnrh9u41w5+tm4DM/+juGre/Ho5tMwB1zN8S8uTMwb6vpWDlyKHLajcwHZPmoYfjB2/fCx867FgBw9NV34Ly9dwYANGo1/OxNb8SHLgs3re/96ny854Tj/0WjUVFFr03q6A1L15WjuwKXbA0orQRLfIQ8mXtJOJgYZ1BGMjSOlxiO0BdxTnSMOExqlxy1ApTpoz2HfkvtUj+mB8d18wP4ZVkyRtdqrJVPDhBBUTWEflcCYUFYBCa1HIlpS2vFIKTG7+pn73wjfvvWnbBuVGGcUEtzdKNZbFjkYK00Ht98A+DvwOwnnsPIi9aju5Hh3tlTcN+OU9Gjmrh+/81x056boruvidXDhzBnnmmFHjSRmQ2rZspmluCco3blDetrZ/8Ff9hve0ApbLx4GbaevzAywMCeDz6Kbt1XmLwrO7ak18jZYdRMBaMN2x7oPw1ZB2LT8JL0lbZ9QN+pyPFShCUQlbTyTFJtfZASQtHaK1VLK0FzX5ZuKK/MHYRFzEcuEZYZdCldgaP2UqxQ8xVHIcKyxxhJCX8yRjqk23LSz1tdFiEr/zvR+kNE1xd1qYt2dVj8TkudFrx6gbDi+q2WPq0R6+vcB8wtqaM3rIoqIsrTBKtGDEENrVf/I7MmAQC2enARtrl7AQDgnHfv5n1pGl01NLpq7X3ozb0/9Pm342enF87Ajx39pQF/8+TE8W05b1dUUUWWOnrDymoKSlgE5nVl/y6xCnS5fIA4jLgOSwbc1K6FUglzY3VWvt7I9cOi+1guWXDUEnFlykNbxTnwz5H1XPnozulLLJRL8BylKbD9Z/B0FnSszMfK4bx5/OuCCycLwDohK+K+M9TMMUJW9bR42JqoE6qqpxlztKnK8dzmo9BME4xYW2QGfmDuZDy88yQMUzaAbe7oPZgzN4PQNFx5I0vNfYv223fdOBzAFvT0xLHIuzVQz02KcnMfiazI+IKZf0IkzpoRa0lLhEXUAk2XRboodFgl+t0yxOX6y9F1SvzmErbyzPn5aG4tsqJUG+aSjLD8ErBIStYzRlgGVeUKGaEXJZGWeZ4mIS3FJZ1Lfch5YgjF0zyaDqhQRwVxH0LVjLQyB1kR0pI6b/pyt9BJl4WTiyXklNFMylGTRVWliKrVdyIItwX2KWuHOnrDqqiiwVKjq4b5G4/FzMcLq7/fvWen1rKlQdDRP34/LvjI2Vxf31XHyuGF28WLI4fh8+85FH/6chHAdq97H8WjH/wCfnLQHrhv+jT+wgVGMpnC0pEjMG/GJq9IHyuqqJOpozesvAsc6cLVYYXcPR0TXH4LjpDrzKXIOkK2RnJ3HHlABW3EHZPVUgxRAT7iCo5JXRZ97Ch6gGslGOiuhLVR7DFKuO5YGUa4KNFzONErdN3numHmR1oCEsddq2WMpLpqhKyKspuQleHG68bMqpbkqJlBqJm2+VuOx8zHX8BDr5uER3eeiOFJgbZyMX+5VtzWNA9ACKvLXKvfLKaG0lgwayx2uvy/0Mh8FJaZerOZ4qDvfASXn/xjvscJl1+PdujQT3wM982Y7s29XDMy0GtbOqwAYYU620AXUeJT5VkAlsR4pD4zihJoKk1zRi80t5w5npCWo5Mso1zqrghp5RZpNU3wV5ofLikNh+lTTtCokUCbtURozFp1EgrzkRaUe45fKqFLIn8snVhkJaPX8HtbhqIdGghhsRVkGkdDRd1HXoNJIeMGNKb2GJL/j7ESzLoUlAnT5ooBgw0qEvXbbUfqblhClCGdGOUGFiOZR4dmKYdjSkvHzEmZvzCUNGvNVEtxIeCI/Vyz9pjhh9fXSP9LFnqw8GMiQbFR5bLdLXmjEhuUKGtmc6qnGW9UXaltA+wGRe1dRs7ibliJKa9811YY3tuHvxy3NUbU/VxWLuVQaJgHyHVxvaaZONq46mYRNZLivP48Rc38nZo10zAcRJJoPLPpWHz92APw2V//je/z/OjhmLDCJoB0qa+W4rrZW2D+lHHQXZoDhRaO5IKpYUMD+sNvb2XWHrhvwNYDkaBk7mri3Um1XaM1Id5LfSaEmRGzGdXSnDcmLkmkS0YYg9iw7EaVePVmnljDGbMh0QbWbBpGgwfWPKcCdJM2Jv+Ya/pe/GE/1kmJaJ32QXJpABtaWebUqg7EO95CFCgpcAaPMKBtR+KPvfOlzuGR+0eM2CqRYEUVtaDFG47CT0/fk6Nwv9p043azAGfDkpvVgvFjcN3szXHtnM1x02azsL67y0ZhqKii/2Dq6A0rr8EaXTCqckP6+MeiXD5Q7PpShBE4L5qbkqK3Rb/4MyiQluesyCFizLFEsGrEncRCM0llO3Eo5loJixsdDuwVMHUOHYcttxQaXQgUK82bazkUGVMQwiIDCsOV1wlNcdl0EJQRBdaapt702kn8151kjKzqAmmVceiWO0/YvDdjzrx40D7zYF1mgvoNqqrnNfQlNdMHExLKlFve+xzO+fS5wf36aylu3XIjXL/NZrh27uZ4cvJ45EacWCDv3HL0jGKUXRtljsO01uC3ezSQSNBVlPMch4jKLZNa7oTMIpRcjqiK0hrLsCENI6w4suLSeTAZnNZFVACQOQhZGs70G2RF1yXkpQhxJZrFg9bpl9BTHHElSnEaGEZQbGRhmumdcd7vMNya+e6UivgRUqlIkErqZCjWG0yA43KjCx22R3Kc5Vn7du0dvWFVVFEn0XsuvsWrPz59A3zn/+2Df245E2tMaCZdIamKKiqljt6w8i5EzNp1aEptjpUm/3M4QiWdFFnRC1NaXZYSHHpoUmv6lFsWJwgRw7oraxXmtoPbfbTllSKsU5Zabsxy3SWK+EFxZoI78mTggpsqHWvTt3oeGFXU60IvZZBVj0FR3bUm66p60oYpzbHUR1p1x9CibgaKSomsUqHYIy481woZfJ0V6aq6jU6rLzNIy7DJvZnVmfWzLqs456wP7one4XU0VIrrd5mFq3besrhflqDeLPpGehNi2HPSmRDi4fXhjCmjdnh1JXRZUSpBWHC5ZCFdaOX0CxSoKhVzS/onaSxTJyMZQlUq9/4GLFpuhawkEdKSuixCyE2deHpHwOrKmqbPjLjMum82U5C6iVBTbsQcZIxhMwS7Rhe+XksJ1wU2wnD018G7XmZIw7qscCykW0or46l2Axz7hmryHB2te4ZssXXWrHRYFVX0b0fPTh2Dr3z6EPSzuO//tj8VVdRp1NEbVlYHErYSNBxPCnZEjaanAKIpKqQVk3RaDMLCtOgXMz+RsDB5bv8GAJ0kfp3MSDnVAVklKQ9tFecUZRAg07EokkEyX1badGlJ5sioS4ObRsIrAQU3XquTzspHVt11Qk1ksm4RlkVWRdnNuipzTtLw6nUHYRFHngpdVhnlOmG0Rdx4Q/tll0FP/QbW11WOPtOn3szXZVnEULT3mWsqpQO9CVmqsVMrca+MsBK7NqT7hAgNJh3Yi0b/WbVAVkyJjgeoRej061oASsfuutBd1YUusu5Yd4bjRQhZ6rLK5y93UDIANLhelP15ymMtLT0JNUvHZKVs2Khmg+CQuZ8bpRp2KnKFwPSd9eLSOtAJgByEXSvRU9o5bfFFasdKcCBEFQms0JZ7A+CjqYjVtWq2r8OSy7OiiiqqqKKK/i2poxGWroW+Vnldh+kpanEu33VilH4hHM5HOCuSb417DpF0POWwMISetApCxFB4GEZexnmRQ6C4Oi0XbQEh4hLBUH0rwRIZOETdfYQAWQkZNbE7MT+2kkSLFLS2VssDZNVjkFWXQFZDa4WvVE/axBBCVubYkKQ4ZhEW6bBIR9IMdFgp2rMSzJAwRy6RFZU9hivvNYrSrqSGmskgSvq29cYKihEe+xkVizZVGv2E6FWoNwGAzMx97ji1Mhp3kxK6JQGvVmG4lCx9pKUchCX1u2U+VfU0C0JlSevOuvCX63L0Vt3sQyeRlXg3I/Mo30GaJzuPRdmdp2zpWTPRV/tNvKPY/BR1jT4aJrpng5Cwub+wHtQqsShM+F2xbktYInth2ALLT1O+LF20aI/psMrSLTntA6aMkcg80XGr62b7svEKYVVUUUUVVdQR1NEIK+/Sjh+W2fkdhMVBVAW3zxyhU0/ZL4RC/AhuuMQHJNovmTTOtGd5wh73meHqKAwMe+KbvlGYGDcwp/VCj+i3ij/McdJXKYu6yN+rFUdGJPUb0kpMWgEpBLoq1nNEwisBhf8NWYx1O1aAQBxZAcCQtIEhaT//DQA9pLMybCvXTVlXGbrMsQQicsIAkd0zJMyhZwJp9eq6V7cors5/r8+6zH2L+5FOhnRb7lqSiL7MJ4gReWLTYwTp33mOCdn7dQCQIRLCxJGWE+ZQSFIKId4R1wKQrP9oTjkSCUck8f3mGCGnTdQEImZ/LDNf9cTnyGPWgmQlKOfNtfaUlp7rSWeW+2Mfm6e+Bum5ivs1Gv745Y4uSzNchWlT3nVjqWSk5W9pYONW7zFROzosaeE3AOKKSlXKfFmdeiLXl9LIahXCqqiiiiqq6DVGHY2wdM1aBHp6qxbpKQDrdc/cfpKXpqdg5EWWUPAth6L9Eikp3Hhm1uPetgFFIkC3TtxrRmWmrP4iSO1NTjumT65fjtBjcBRw7mzkAQLZt462uxwVc0widpyrswJ8H6ueAZFVwbYOccqhRmc1NCXdlUFaqinqxfEuZa0E2TqQkdYACEsnaJhwKRnI2qyo9+jiPqS7cvVkdQP7pTVbLc+8use5k35LcPcNRjF+vLssSwL9pybERQ8QICzn4cQyCP0MHa7YCUxb9KXEt8qxABwoEon0m3N1kFb/6CMt60dHiKv8Hcz43fMRFkk0+vIat9UYyREylvNnSuhAsiK/A2xFaOpOhh/HL8r0jZAVNWe2zu+TQFgcveRlIawQTbmRTYByC0DPt2qAAMfSlzVx1pJrdU2RbtqhCmFVVFFFFVXUEdTRCCuvadZPaccSm71aBQAAUaZJREFUkJFVvVx/AsRl7tLLvgxhteUDIhBWM0+8WGaARVQN4qApJYXRcZHuIkkcjjqzei3A8YcK4hQqx3IM5tzSbpeTSGIJIZtGoq1PDiFUU5eWgG60deK+h9R83yoqhxukRZaALsIiXdVQkxqkh5GVr9uqqybq8BFWOsAc0vxBAf1kZWZ4u36hw2LuP7cogBEA3y/3zmX0HkVYwhLOlP3GepDiRqZKo0npL9i3z6wDAtoBmo746oh086yvcjjhRLwDpN+V0SpcfZXUVbXrN+cjLN/ik+atzg5M8MbKJdfSEwitO+sqC/SPcswDvTV0KaKy5H9Sm+BXL4jwHqTxcVGOEw8UsDorm2YEXul2I5hmKTFJxHkJUBqRv8wC0I3IHyArIWVxdJ4x6+us5s9nK+roDUvXNOdQcsWAJAKUGxV9LOvyI+qIMFjMIYKotiMekCa1lIqCjTASxXmVKNoBiShS2rhIpGDqsQ+UFROSYtc3lSdHUp0rRxHvO5VKxbxHJSJAElPEzJylQr4mxEQyLUh3rRlsVMNqvkGFu1EBwNCkH0PTPv4bsKK/YaZOHzPauAqRYPzDR0T1jB8UXO8hR1Pz5tbJYdh4bdPGRZtSqnP7N+xaAcoNdRLYDSuJGGS4JYkGG1mKhJgas5a0GXteBywOLncqVWUbllPW0jjz1sr5tyxkFm1M0miG5qY7afDfNIfUlzLjmRix+whIBC82LlVDryazdZ9JWE/m8mL+Bkf205qJUgvBVuigr6xIkIPgEnNqThUbVrSHwganVDTo5MMCG184oj+n3RX/SdFfmZuDm9+MmB1342oOYsOqRIIVVVRRRRV1BHU8wrKJ4szOXdOOoj+OrGTyv+606Tgu+ufI5H/pIBAWiQRtEkCFpqawM8X1KaRPasQFzNlmFDi1OL+RpYy2pGKcOGqY4yR60ImDtmR4HlbIh7xZkKRSICwluKQk4ngtQ/K4yAooxIBSBNgKWQHAiLSXRUjDjCiQShYFKisKLMoMXSyS8zlnIsmpZ47RTGYGo24QVcMgrX4SI5EIj8QgOmcE0E4IoVh/3N/KcxSJBgFkRiRMXCtn06V1IdwqYsRSIbGmXLcO6doxUNLMriQLHLzp2FDh6B1zQ5BzyPelugixFSNCVNL4op9FgxkSHUfCRK1cV4jCgNcSzdpPLF3NigjNuU1hLJNoFglyJmNKL0KISoh7Y10NAhpHzNn5foGrio+oYmG5pPjfiv7KRchSzJomOV+nHaoQVkUVVVRRRR1BHY2wkGrHOdju7qxHEWU9gqwA0mHFEwC6aSoAH2GVkXVaLEpCaU2dIClxSqSwMLKdksy5bYy06H5sIkqBdAl5KYu2YPVaMC1AnDODz9zxSdLpz1WqSsfrMmTlctwSWXUJ/YY1YS9QVHfSGBBZ2dKmGalLYwvzWKlkhvn5DWLRlhvuJ+U9JYPUvs4z1bZkHRn9+BVgC+XcJ0rz2rBrhoxxfFSdO3NMbdJYgLJhBKHIVJhQsR0n4IFCZ0lk5RrLWDN2c11Rt/PYwvBJ+QiLEFfd6K16tbZzxoi4zAjHIu4gbQlEKYMG6KxUl0j6NR0sFBW6ktApnBnSV161xIIluqtoCpmSQMcxwwqJrMq+AS5CjxmxJUmFsCqqqKKKKnqNUccjLGmpktZchJV5pQyqSvWetGEtnRJfHt8q8OZAOiyb/M9YmEF5aAsA+uAjq/6SKVFKoxE94uiw+FziohPklFhO80FTL9dvMLBiLk9YA0mEleSlyCrQdxCHnTYDE2dpsh6Yqqv+UkTF5u3EjRuWtEvlqJsHojyeqfLnSXJtxMxm0GzZlQjLv1ZOq3RBtjo0FyRHUXIAl+ncy9pKbyMsSjNGhpLLH9hKkBGcabf6hzxw8WgnvFIZsiK0LB29uxzrTrYSNNeQ5uwDuSUUzy4QlpkUdjXQOTt98wKgeUrK+Xh2+E8FohL1zBl7OQ/8LtJvTNVDWuSGYlronWbrPfnog7D25Wu4birCGtCGVYqbrKepDiyBE7Ye9VGUa1UqLTJrSY6kCs1UUUUVVVTRa406GmGp1HVYtVZqNbHT15P4jk/cfk3lpciqJsLDyNQGfoeKgri5RFsEAhgfEMHNwXCpMP43XB8EZUrWnRAvElFxcj/B7bmPIXxyOAuCcAh0/SskV5WW6jss4gpSgjCnLvQbTtnD/lc+wmJLQFP2kK5JAV0UbNQ8X2omKlGt0UwOjUwgKlsOzBVSunu6MfsEIdSvkBM4HzPz090CcfVb+OdRIhCWi/yZYxfXkg6dPLeRlPWtkFXRbpMwSp1VqJ/y/eYKHZZZD2aMS3VYrRCWHGMzF6S3Ki7AJ3t1OT/ke+cGzCUE1zRjwFIUUyf/yjzNrPVm6r+L7BUM8tc0zW4qeUM8heRIzAGv+YxwEOQ1JLJydVmDQFZFaSVMZchK6j5TlQfJOROVQ6sKYVVUUUUVVfQao45GWEh0JJRMHnjml+lRmAtMmwGyIu5epjaw4VvywFKQ9A/EGUrv+kRrRl3821wgK4O08haWM2X6J7YGI51WkoN4kjJk1R7CEmMsuPE0Ca1/rLWlj1SZS0+aAXrtFhEpZNmjGjy2NqKF4e75HIusgAJd1WleyNdN8GlSp5WZQcm9OSalgs+lZqbd6koy5tAJNRC33wiex3DrSWLXjrE+JMTFuhgzVtYaLeOwOc3cX1OkH1VmrpNB6LDc9Q2YwNAqPod1YVHrpgUJEZUfvaJVKC3rh0WRSXJRH1iPSPq8xIxXKubNP9dHvrH5AYqxJ31hUzw7oU4ae/rmNPOEv0c2sLXRK1PYI7LcZIPg3EbD4OVHaKjEf7KlMlq0ywSLSQRZ0Sck8n0F4nprKcFykRVQSFdqQlJVS3Koyg+roooqqqii1xp1NMJSSjuh662tv+tDAoTcoyufBwrONOUdP66rIm6Sg5RG5OfEIGUc8Ms/p4GUEQJZjHEyOnNqyEmTviXhe1rum5RLuV+35k58LERWPuJyaaD4ci6yorpMx6LEGEsfnlTpII1EqnxOuosRV5OPdwmOPQxYCvNbQrsqQFYp67Ti/Br5JOVQjIgtl+ojLdJxEdIqfHVMVAxF1qH0HCYOoUq944nKAyTCv6X1QPoodw0I60Oa68AqsQXCss/sr2svluAAaLku5q2uMn5PZABbG4tTWN+yDjJzEJRYD1LK0QJhWWRFOixa+EWRI7GSELO+CCXL+eG+Q9sx0L6fZr9Y7w1YBEGoLBXvaU76KHpnDOTSyiIeC6RIZ0UPIOa01RSXWAt6uiyh33LTywARC2Gl+T0p/T6Id9+NDuTqsvQAkWBc6vANy/2oUqkDxTEPnBxAR9RRKxE/lG1UxSbnDzRtVInyNx2XKLQPXT/n39Ak08fVn9hc5/wBkhuv3dTMIidDC6VZLBR6CFPfwpe+VCQo6m57wAwk8oPki61qKvMCCbtjwuJXYUpehxMJndvoQ0d1mN+aUinemGjDSMS80JgTZa4yXImPDDES5hJSPFUEsrUfX8Dm0JIOr+5aawj3BhqLJqRzMI1rEjBeTVLe07llFhYOyfxu4QclnKc06Eu4yUnxHZ3TJZyBZZmqvDRYsdyo2gpKK5Z5RpsrmrxB2cDF/vwEzIPKAtVAwPwKFwCVa4eJM6JaYayQG4MNu0mEbij2/S15nwdh1i5FgspRrbiZgAcqZcgu+d0NvwlZNOvFQKHLXKpEghVVVFFFFXUEdTTCgiP+i2UAbpUVGAiDngKWGwjP9TmDqEjQtGUi6VTCYqOQmLvQPrLifmj3XJ+zLMvN44r0JArT4twY+x1cR7STKMB1NlWib0GfRQk4nK0Yy1DMl4e/GYC7Tpl7VoFRBZ+j4vwat2trtCLnxRrP0P0s9y/7JjMcS1E1tHtMjoXg3AUCjxHPOdVZDGbHoez3sfUfS60Tew4p0fD63SKMkkuxeY2hWPf+URKHcl4PxYFG5LpyfmJDFAQlLlm7sTqL0MQ1W36nGCUJM3YpIBngWzfgOUGn7DfEK+lwi2sF70obwZ3bpQphVVRRRRVV1BHU2QgrQi13/sHISl8iBzAQEafZFLwCcXWDdxu2fc3aUK7T+LQK1/NapzJk1WlUxs2XGVm8tESEL41apf4AQmOLfzXJdyRFeagzolZovl3E+JKp7PVk9NfG+1tm1v5vRKmyzvnt0Gvjza2ooooqqug1T52NsLRyzLVF2BOEKCJn3dLAjmrEpZamoHiJlJXwCJmwQmvVJ3lOO2bLxMPExik4VxyTqCynkFPOtV8KYisbi3aeJxuAbSSurR47pn19UNlxAMhLOOlW/LXsW94GXyj1nsH9yIHYGZsgYegAyQRjaytwfhcWp951HXN/ty+x+aLn4XdOnELtuWr/naRxZZ0wv6MDc+gclBZ+GeuzvV9Sfm6ba7etdzN2TtkjlV3PbS/VwZVZDLe438sguW5ilGnV8psnqUJYFVVUUUUVdQR1NMLSOgwxpB3UZc8TPjRacoiJ5fjY0dAPYMucqLDqi5HlQP00ErmTaoA4tFxyonQNGcAUKmiTIZpiaDNMbUBlafcdsv5c7n2V6Idy7lOWyC4sE2ce4qkgMnE8V0nA9doEejDtBdW5rh3nX8e/CnCCj/qUO+wmh2kix2ByGOZ2uo/l3OWcyiSCEpnkOgnXjHMsWkcbY94OEieLT7Yk9M/NkfAzx96bWB8znbDPYDinlApF1u357OBNYy2dfqXVZ2Qt55D39/ucIQmO2XkK54euGVvHreruO5gL4BM487vPwwFylfiRLGPoTLbpeNW5Nr8i4pgNMBD2XVoey++siqzPcG3ab287VCGsiiqqqKKKOoI6GmG5nIh2OB8KMmlDophIB4I74pQAKucd3w1UC1hOgCJUUL1VpAsi/q25T4Yk4NAagiOjcymIJvUxd5Cj7b/gbCmRX27rZcnjWumyrKWlGQMZtJPvR/oOFfSJxqap6Xly73m7HW6Vxlxy7BQhomHC4PTrlFM9dFEUCY5iQdf3fWuA3PFZMVo3il5hmomjl/qqTGtua1D/hU9dQ1OZcEmcer+5nwyCbJ+rZq6lgnMIkTQc7r4YGzvOnOJCroOA629DRyCRFv3WnVvyFWTEZcNRuX1PtLZBfMVzcXQPk6aDkJWMBgI4loY8b2bUOToMzUX4fGU6KxdpyXmQ606i+YZOg7XalPMTQcr83tI8cemjKJ3bUjvLtygl0hL1GPG65z/8uoF8WjlqLzH/dF8bpaNozuD6ZSbe7WSw7CZ/PzSjdbKSriFvb30aqhBWRRVVVFFFHUEdjbA8+XBuuUlGGAJ5cGoA5cdna+gEiUEytIUnQslDOizXikrqCAKEFSAIxX/3mbQihKAagmPjvjp1+puRVAtkRfejcSnTYcURFpXEXdFY0OA4wXVRJJBkroraEuq34aiUP/Z9WY3jN9YYfaXRkpBKXdcs2uKApMSxkzWa8J3RGsymMmPpPzPPrURYsBwhIat+qpvL9zvIivrMnDt8RNVf8nyNvMZ/87wT0qb1EUHecj3QeqRrSEQeI9ZPyugbNMVaWXNQ02ajfRjOOacYjYRuc46/RwkTE+3PC81jGrxnblQT0mER0oJXl791KdRZ+UiuX6c8H7KMzU9Rps6xhNsAd978MnMkPpn8VuX+/LgIixGVLIloSbcxt/Yz5SMrN3yFFqfwNTg+JcVDVFzmzvtftPnfgKZYS02lnTVEf9g13Q519oaVJdAZiS7oQ2kDsTYz89LQxpT7GxUNWr8qHwaOqk7BajnSt+bFG/xGfChItNDMU7sxiY2q37wU/Rl9mPwXoZGnaGT0AvkfqmYmPlzOiyHFD/yOt1rowvw1IRsFabBh8uAgswuOmYDM/4g1k1A0SJs2jW2vqnu/4eCj2pb0UUny4lwKuNkbZgezzyAMJ6i3Kb+d4UZFRCJGKQLspQ+WuVo/lyl6dd2cWzPn+nVbms1b13gsJENj14f5qJp8aU2d8BgHG5cwjuARicy5G17LrVNGgFqS28zGnI4guIz5LW1OKZJcbkRmMzNiIhoTme035qRL0e7JPYDq5Pgb+4009pDi2H4dm6cur95n1lifM1/03tL72hTvL4v/6b3NUn4/g3eRGIsssjnJNrYbkqJBUQLWet3+4ZW8P7jLocQSniWPtLk6GxZnNhdiQ2Z6zPp0141dV+Z6WYJGVgW/raiiiiqq6DVGHY2wkClo4l7M1ptl2ir7MuLqzM6fSYRVLlJgLpU4AeYe/BD6rX6bC4VswxHjSBEPISvm3HL/vEaWMrIi5EgiQFa6Cw6uQFiCm6NOtqWIF5pYdiD2+Ryd2LFQykedVFeZ7x6QKJuDrE+MKefFMpwti5N0zn8TpSWm6ZZyRkw2eCq8uiQXQBCioruQCLCPxEjmasSt9+Z172+vpHbi6J3jhKhs6a8HQlb9DgffL7h5aY5N7UStDGxk6hjPLDvxfyfrRK0ceNmAQk4XddFBWtZlwRfnsYhQpodphbAYCYcIqyHmoS8vn5/iuEXCfZkvEaFSSkGaWWLFg/StygTSygTSylyRYFEoUaf3V7VAWPBPtQFtaW7d/DMllu9OGGMMlvIkF3WFWpDnT/P4tEOD7sUNN9yAN7/5zZgyZQqUUvjzn//sHX/Pe94DpZT3b5dddvHO6evrw0knnYTx48dj2LBhOPTQQ7Fw4cLBdqWiiiqqqKL/IBo0wlq7di223nprvPe978URRxwRPefAAw/Er371K653dXV5xz/+8Y/jr3/9K84//3yMGzcOJ598Mg455BDMmzcPaRrXC0UpU1aHlVg5alNwi6rpJ0gjpBUjRkci829ThsxXecBRhjoD33Ai08oq0xlZ+bLwBiMtIQvPE0ZWJBNvCkSVSc4tT0K9kzS2iDHFrEQ1z0Wy6oR/7F0jTR1Oqs3ovYnKg6SOQSJA0Tkv4GiEM3eJs8fq3GbELQlmKrk21xmY5rTBuhBfJ2JRky1DRFWU6/LiPViXdXt1l3NfnxXnErLqbVLdN75oZKmn2AdC45t2wnCFyTiLdk0uDAh1slq3DqPUMgizMOBgIglJnqCHMiUbqUY/Z2q27g1A6wC71mk/8equIQ/prCSyovkJUW/NmR8z/6bO82LmoL9pddD0XmZNH2npZgRZFQ8OxW1FIXVXwaO3eI8de/PiVHmNNBIHQTgOkwuDTn2DHu8n0rAr9es1x8SfjLCKjMztf/MHvWEddNBBOOigg1qe093djUmTJkWPrVy5Ev/93/+Nc889F/vuuy8A4Le//S2mT5+Oq666CgcccMBgu1RRRRVVVNF/AP1LdFjXXXcdJkyYgNGjR2OPPfbA1772NUyYMAEAMG/ePDQaDey///58/pQpUzBnzhzcdNNN0Q2rr68PfX19XF+1ahUAFFxI0+ziiswvNVurNIW5JSEtItdqiv7uYodHwwmIxIq1xJpMDRZh5Vo55uq+7DsTCEtaAjayxNFdxZEVW/KQvip3OKGBrAQdcTY3iSRuJPOmUjlhWyRXVUaEnogzjR2TlEpTde9HpiSDRTP3XZzevMmp6ru00JWV6rAsonCdRoHCCtCtS0vA3ryOtXm319YKWQEFqiLOncaFkHdv5lufuetDIqpcIK6XgrDozNRArTRJbCp06aQfhIQyk+F8VcpCj5HbgwyhVFcZW6I1zBzWlbEKVORcLJJauqG0hAKHnYDZxcRa/NH89EV0VYCdJ5qb9Vmd54PmiXRZfU2j0zIlS0OaKZpNX8dMiIqRVdN/R1VmrQQV67Dgn9PKSpBISEpoGSh+j+03gXOWuhGtndLqrR2ne/M9lZIW6U5RM9fMtZVYsNN3nqDZHDjwMdErbiV40EEH4Xe/+x2uueYafOc738Htt9+OvffemzecxYsXo6urC2PGjPF+N3HiRCxevDh6zTPOOAOjRo3if9OnT3+lu11RRRVVVNG/Ob3iCOvoo4/mv+fMmYMddtgBG264IS699FIcfvjhpb/TWrNTmqRTTz0Vn/zkJ7m+atWqYtNqWk6EfeKiKSPij+migTz19QB1I6ut5T43lzi+XBIRlKUW4PBKsAiL7hPTVQFxS0CWhUtrI+1zbFEHRIms2uDMWOZNz0kKDoG0kCpQIFnpyylDQ7WidpJmSv8avg8h7ISswgquvK5TD20BEWdVoRBwnU1b+fEACC0CdVepTiTk2AlppcyxW4RlHawBi6yaDuKWiCr0uROoOkLWSTxuJZjl2kNbAJCnvhSC3h0vUDO3+WuUKPBVNOfVVcZzSH54ifHPozonVmxDh2WDTEcQlvCzojrNj9Qr9mb1cmRFumeDOhqkw2omyM2xvEG6K0JWZg0TiiJUlSmOQsW6LN/3PdABRjOGCB0WIy32mzL1VDPa4u9BCeIipKVzDdRIz+lLeBJCWg6yAgp9FVld0+3SJEfWwqZA0r/cD2vy5MnYcMMN8dhjjwEAJk2ahP7+fixfvtw77/nnn8fEiROj1+ju7sbIkSO9fxVVVFFFFf1n0b/cD+vFF1/EggULMHnyZADA9ttvj3q9jiuvvBJHHXUUAGDRokW4//778c1vfnNQ104yAMS1OOZizHwETH3xuJbztJwican1hIK2GoRFcvJEWLC15YcVcpESYbFsXSIqoa/KsgQZIyjpx+EjK89jXvhttERWkgTSYj8sZo8MN55r5qYCS6EWK6wsZFCrUEJh+CuDVBMf+fQkRRyELpUx2ko1RdIQHHrJWGQ6Yf8da2Umo1cYpOVYBhLCsrorqbPykVZvVrPWZhJZsdUZ6UbsusnKIigINC3T0Lhkp9j3tSNfxiTRrG+id4BDgBlOOhNIywuZlhbzINNKSGtLKruTJv9NiKqemPkTEVCIJEIu7uf7cAVhlpxAtnJeQmRl9VY0L+sbAgk3/PlhvVWWliIrJXRYLqriv6VFX+63u7podpv0hU7Oe2uqrJOmayq23pTxhhlZcZ1+rHlOVU6IyrcepvWY0nciUUjIJ9YJnJsNQoc16A1rzZo1ePzxx7n+1FNP4e6778bYsWMxduxYfPnLX8YRRxyByZMnY/78+fjsZz+L8ePH461vfSsAYNSoUTjuuONw8sknY9y4cRg7dixOOeUUzJ07l60GK6qooooqqkjSoDesO+64A3vttRfXSbd07LHH4qc//Snuu+8+/OY3v8GKFSswefJk7LXXXrjgggswYsQI/s33vvc91Go1HHXUUVi/fj322WcfnHPOOYPzwQKgGgpGLcGWRW4sA+a7hO+RDPya5XnANbJlFFmUvQyExb4HeVLqM0OIitFYRF/FnIu0MiJEFYk/FsQeC/w3ImhGBs2UHJm4lk4d2bbw0QrSmdBPI8M3EOLKdWJ1I8Q5kwUZcdCJr2uqqybrsKRVWSsdCFCgKhk01frx+PHmep16qAvx6zHOnawApU6kQRx7G4h7QJ87p01KH1iHRWqV3K5z0kmQr2Mu/GukVViWJJ5lLAA0jXUt+xtSbEkqU4u0GFlRyXNJAY8Hnj+ZPFX6YfU5AYf7RfSK2PzQcZofaxUY6qwAICMLumYC3SAnM4NImqIkNEX13LEOlH5YAcIKnz14i+jbmPgnWKtf5z1V/n2C9CaMouwxXn+UrsSck9A6yWltKQ+5F13TPFbtkNK6lUr235NWrVqFUaNGYZMvfA0Y3gMA0HUDO+saumYeSZTKKAkTU5IZZprm/HeNNibasJL4htXKhMB+lP0XOsuTaER1IHT6zaW4xwnXEnM0LMqicBd3WbDMVgueF3TZhkXGFqyY1bbNLFaV+mPOY23qtVqGrlqx2XTVirey2yjze2qFGKknbXr1IWkDQ4yIaUjSX/zGiIuoJFFgtynrKitV1ifB7u1TjqRFLitfFOgq7sucgPlD2PQ/iH1ZzTqMZ+IDKML6uAxM7hrXAOWuC+4cl2xYrJhP/AWiEs1zycxaGr4/gH13ammOupnLLirNhsXtZr66RL07yVA359bExkXXt2btAzONodGF3aSYSRBhsGLzAxRz01+2UTUMQ0HzQ5tUM7Eiv7LSbEoJiwSdgLIkLZPm7YZa2SkF/J98r+n9TRxxnjC20O477ranmsWIdKzsG0DtKtG8vhJHBJ2v68VT7/06Vq5cOaB9wr/c6KKiiiqqqKKKXgnq6OC3nkiQMgFrB9kwZjUFiynMBbTlUBnZGBgrlYOEsGQImxjlfD+BsHSY7iNAVNJE3Q2MWYaoRLvnbCgdDSWHFuk/M+ESYUnOzE03IeA/lyXiKc/ZuMT0PeagyiLVVCjTS0oXYUmRYExZ71KRldZwzhzAOJ4GxJYhwurlwLW+OIlNo7PUhvIR4bfCgKkWcUfTUgChYU0bLgWBQY2jqKfAxZpEg1qsWYOaczLCcETsrpgQcPJ5cT3z60nGzvkUUovr0sVkEAGobWbvouzL3VQhQjQYmR+gQFXsuG2MLDjcEhlZkKm6IwZUDR9RJYEosCiTzLYzshJGF7xkpaSkBQXvrZCYKGVROiOqXCAq/laCS447LQ01cv9b4LrBKOkSo4B8ECLBCmFVVFFFFVXUEdTRCCtpAKqf2AWzc0OB2A82BKhT3ef6KZusTh2OjJzfhHKQOETpYBmjsuy+eR7qHUoRlTSkyFQ5omLFrH9caQQcWjtm7Ur8EZjDCsWsSiLcFt9HIEdyMEYLRCVLB2FJZ+ym0Wm5SnvAIp7upGnTlbSptHcV9lJ5b/UecaTV7wZIzfwAqdIJuD/CuTebpAuh9ehz7h6qKknyFyT7g9/uEaNoMz/SSVxZp1J2OC1BXNTnWs3NBG4QiNFTZgJxZQJx9Sc567NYJyaQFRlCualqiAIHZTFvbgZvmcqn1fxQe1PorMgAKjd1NPz3VjUSmMcJdVYl7Sq3+iypuypFWC9BF2110g5yYoTlIyoywoGLogYyzGBPI9OeaM/Qgx6AUWkbVCGsiiqqqKKKOoI6G2E1AUV5sjnpm0bCHLo5RGWdqsIMs6as8xub7obWLAC8UDYykpS0t7RyX4u4AllwK0RVPFBxP4ejlmFbJPflOhkqqcMqsxZ0+y04spgZrPcMSYTbYp2Z1G2ZZm1vxCa1lDU9ovujduKGyYKwKXQU3cZMmizN+vJaqZUZUVmIrQxJYF1GyM6mrheWZHnqJF30nYAtx+5bmhUBQH1zaEbiLVJQlCX3K02jHqNgri03XJTK6htICsAcNK0/chyluU6QG0TFIc/YUpZ0kMZBn0JN0bylGaMtttgVgadfjvN+k+cxiQYUBkInbYt+E0ZYjHjZGpD0VEYSw3orV3cFU9pjQExC4lsMuscsepYfm8ggSImIQFhcd9KLsM6Kv0/mVJpbCreUavvesvWyfw3Sa7MOK0Wo/E+01fe1QRXCqqiiiiqqqCOosxFWw3IpREor1k0RaYm4iHugp8+V5Q7Jh8DI6XPHhwBwLecGdoAILORyFQ+fBFjOmTgowVEXlkMliEpyaJ4flt+HAQzjinPEHxzqhXQZQgauY9yWHGM6TuhWK5sUTlpt1jP3JzxvuVboFgnkXJ0EAPQLv566ypkzT8kZdhBWgmU6kIa0MHMQlnQClkn9pL6q2UxCXRXJ9csQd6bCwKgiDFfLFBSC0ZUo2nM2FaG4tHyPIo6jNjyPQVpsHUuO0OSzRf5ZFnER2iLLXBsezQaedssYBWHR6P40n04CTDegMB0D/PkBUIRZonRGrp8VIr5VBmElmZUCSWQlUVTiIC77TpvvTokOq70Qa1JvBK+uM2WRlUBJNoCt+a25f5Ir+45LHy0pVaHkupmD1rkvCqpCWBVVVFFFFb3WqPMRVr+pEBcOIGEWwrQZK8FEIB+2KHIQAnONJak0XhrCcjjhEp+ZAFFJ9JSpckQlfuNy3EHwzEFxZuZUyZk5sm9AcGgyAGYJl1/4YSX8t39MlZZumCsA6NZGlyX8ejitepoNaGUmKXfgB6ElmdCTEBUjrswiLhtWyY+GwAGOIynTA12VTOrXtFyq6WSIuAMrQfFgbViSKbYWNPXE0V1KaQDrskjHRTphzVZl1m/HSCyEv6O1JixObCQ5oy0ZHi0RFroxpFWWxkQGm87yhBFVnvtz2CqlfRDAViIq0l0RamqEOqzQStDU+V3XEamJX7a0EhToeSArQZ1oB1kJCUmJr5XrhxUgKom0nPspcW8oOz7tUIWwKqqooooq6gjqaISVNjTQCNvZ/J+5DuLQDZdnWI7E1bPQj4jDELL8QA7stDHJiALCUs7tnBLcagxRubfw5Nolv6H7uT4c7SIsmZqgaPTLgDNzfDckt0V6RBpG227v346vVlGn0iIssjKjc6RfT6oI8eSsA2nXyszVf8SsywDLsUuE1ciT0qgV1sfKR1N5M7HJ/JwkfsWPfI5duTpNObdibbX00SESCEuu84IrllZgAnHJd0drxyqUuG/SVyqvPRZhhtCWjOdZhrDcJSsfNYjZyfdNWsZpLEpnfoB4XEBCVlI/RaUTjSdxUBfgzCkf19xejrDMORJNR+Y4QFb8HofIJ4hwwVaC5rlIl2V2jCLgNfxzA2tBgbgSsMWim+KExrAd6ugNK2kAqkEzFT50mZk5hAOx1o4CkT72ZJrpKAcBZyNz2uwNZAfMaa74T4ZPEtGYg02IlJxeFlL45+byXFtvf8MyY+I+04CiBFNGFq8Ne2WqFIjYEZfmcj5AHzX6yBSHya6m2LCKv62pu6kLM2k2YU/yQSvtYxsWO7iKDash6800+BC6SnsAVnGfOSbRMpJ35n8AY0xKzMjGPaed8D1WFAjvD/9jZj6S1BYJ0+OWyBGK2Hnj8D9iMYf9svBocsOKhUmT1t652LDc+7UKewXAGr6QyCoWZikQAQrxX9M1Z6dzzDGzQUlRYWHWHje2sHMb37g8CpgR/xvmzzGNi2ljZtTfwNz32hpdFCWNvcxs7F4ravghDOdaUSUSrKiiiiqqqCOowxGWdhyHQ6QlEZaNxeiLrVzkE2TeFByBt8WXIVlhbOEGnh2IKw4Ql5dywHQhQF/ldUJO7XPd9kAsSGZRN5xTTAFLyNQxrii6YjhPcyCHQqK1d0yxybt2L+HkNbMIi7hhaz5dnMVIi0yikxyNQeY0c7nxINcTORK3yBBtEVWotAcQGlZkKpJywoyXRNXO+ihLPVHGdQ9GbOSKbOR8Ixamx+lHEXfL/O2ICb2yxOk4T3RpeDSLrCDqzpotC/clRZC5DUQdDTQNePMDFHMzILIS4r6kESIs1fSRVWCM4RldlCAt99vltHvPXmYsFUhKrLk5XYcd1zn4Lbw/tGvWXmKYIV9glajg3kpp6Ihap4wqhFVRRRVVVFFHUEcjLJUBSdPXvRSpIwwXZc7jXVlw/Z48VjhFsnLQMf0EEJj9RvslOVxCWo5OKURWJbotR1/V6phf18FvyjixVly3EpwZxFhYVKUC83VS9UkDGFePKFFXwB0z4jLX0o77gXA6liGAagYVZEliU8Pkvk5kIFWvRsQs2lHaA/EEi1Jpz5y7NIl2OHlr6hwia/fcGOIejMmzNK7hMRDct1sPjGwkaiIunG7n6IRz0ZeBnI5VaoPt5tLYogRpxSjIdM06VtJXKcdIwEdSsfkBTCg4aaLOiMvUhWFF0nT/Nv2WOq1Al6UdaYr2rsshmVrprgwNOLeOMUQuTNGVcEMIUFSuA2MLCMQVJIFMfORe3EjZ96INqhBWRRVVVFFFHUEdjbDSiA4rg3IC1saRlqy7yQRJr2UtouhHPkvairsLAsxSex7jin3OWSIvL212GaJqYVFUzn23YM3oVGExFlgLMlemIdOzB/pDce3ESQNjHXVDPWTRarhw4xYOFDkji/uoeEmIK9dIKTSMsCprlSKGrpXl/nXZ8VRYlrnpQIJUIAOYrLucO8+XTOonLcl0ZD0MgKY9pCX+iOmuig7YdyGX+l2ZgoImPbUXTFh3RRc2Bes5LOIuCh0460v9ipy32DzyOqC6SOsDN0xaEAYtnB/A6LAy+7d3TDgDuxaBpchK6rIcNMW/4bhk8OpWUiPqiEh/SAcpknR6enoar0TOly95cq18ZZomGZghhrR4XblrsbISrKiiiiqq6LVGHY2wVKaZK4GrW2LLJ59jL0NarlUTcwnMYQrExddu0bESHUKBeHx5b4CWtKh7vhl+x0P5dlhKK6NB+eaQbilAWIRGTXuCwOKPx1Nc22X6OYSWEr8lTpD0iNz1hH216Mo5OxD7+i7iEJMkZz2UErqrVsFTi+ezfljS2iwTaWGiqevbQFaA4NwH0GW5a6A0yV+gQ6V2+7xaiAgksnK5b2pjPaS0AuO5dqQUnPVcoGeBtCD0X9Duu6e8G2vlv4tB512SOtMAYdk2Gf6K5iuWYDG0+PProeWfHhhZUZ3e56YrNdF8naJuriusBN02ObcQyIqRFqf/COe2LFwaHMRsra7pkHmP6X0jZE7rz9WHOt8U9n1tgyqEVVFFFVVUUUdQRyOspKEdK0HTlsBHW7BWaKzTsoxFUXdHQXB+Snj1K+XcTzJ2gmG3USYsVxkLUOuVEU6a6koiKoGsEmFJFLUSZM4plH3zYzCK9J/dyp+FzDp10avUS1G7TzkAqw/0ERAjEHktpRm1yKgYiannbMpofpsox58ndx+L9WBSB6I9Ob2PrKzVVOLXXYvAQehEADNPbSKrVlaCpXqOyBwrXhDmFBpinmsHCYm1k4t3RFKiFXJ5U15UvtRDg1Cvo/+Q3D0vLhp785sWUo4g8DTrfEKEJQNPW3Qk9IqZj7aAyLxEfK04JFMbyKq4lnbaBNKyoV6853WXMEtGxHusWCco3uuaK5mAd8zqrHSk7kuurJSKEBzV7XdC6ld1YseuHaoQVkUVVVRRRR1BHY2wVO7Ihz1bf+KofURFHEYiOIO2LP4kt+L8hrlTyclGdAqt0tkDrSIb6HKumzlAIed2dViBPkM8n0PW/8rnZAOfFkdvFVhgBnop/9qJcuaF5wfeuYxQHKtPjkmY+ZOmlR8lg1JfKK1tMF2DxgIRP6HmIEqC88wcvNevyygJyFSIrMp8qhzOPYn4WQEt1kMWmXfBvbaVSkbMgQVCdi1ZvyvTJ3NKJLgCU8IWuuLm7HMjkBb13YlLGbx7ot7KF1L6QAYIS4fIaqDg0omrayzziYzMm2xjvyuBrKw1Ye5ITcwfYo4hEVeMROBu+8KZ31J0EVeJJSQUdq5DqQdLrlwEhci60M7EReZ0MAirozespKkDMVnihJLhRUSKZIoiLMQfSdbi5ZMD7GDSwPmSTpWbg/MBkR+VcudfKu3ztbtReaJBeb+IstY97kajtx8xX+EqPwaFKQT9XZDdjPyXxZpERz4IzGD44iq7qSvrnMgMhKlnXtVunKkV39mvohQphRsV3SQwlw9Muh0RE5VSRCc3sEAM3CKwccsNK2RQ3HIwBjYy0DE7+ibOhUrEvMG7o8CbNDOHYk4twyHEsSwctOJCNr5gGW5JGV4u3Lhcd5KSjQrB2Dui25J5kZuRy4CWBrIN3FLsecFGlftlYM4e2biCIAdsxELiWFNFbkXf1PEafTT9vsMV30tRfoSZ90nD0dNwUyUSrKiiiiqq6DVHHY2wVK4dBGJ29zSCTmTqDs5JYTmQMq5A+4wGXBQc/EailogYrszoIuS6Y+K91ufEjS58VDSQA7HKHUTFnFmcw7YXUSGXJfqUM6ohBbDzzISSxPNplxuGUbZnPhdXGrzVNOd0LwA5z6XPYZYaXTgXLEVWzJXbUklz6QHEwMpBZQECLy31gOe0g7DK0Ep8xoUYT4gT3WvIeWH0IpGWEFN51xWGGaG3c9lDRbrM42pRVOn4sdjNb2/1m1IjKneeWBoUR01euzzXIK4AUdno0iGJcHJl46XhTB2d22QZhfmfRIHOecH8kxhReeeGd3P6kqjW61NQhbAqqqiiiirqCOp8hEUcCCnZPS6oNYfrOUlKLlGwBzKkiHL+DqgEaXmctOSCBacW6J685/Ll1/ZaUsfkXIcdk+M6LL+/JRyt5LudsWrleOo9j9NnNp0VIX8YmXAqA+e4CMQaKFKYmXTk6/TIIrwWO1RK7b1TZ2TFynuBqII6Ipy5z+FKd4eo+0HpOrBzPyCyEms4qqCXaFoOhdOkxbshkZU710rMRzBvEqw7BgKMqIXJu72PfMHCx2qFrKhux4vWGx3zf+O9g6Xz4yOd6Htb8q7HnISlGbtFfbn/21gsNOG3YXVYNJ4hTgmkDaT/Eubs3loTUpMyF4nYN9V+J+yztkMVwqqooooqqqgjqKMRlpsC3uWomEmIHHPblcM9BKa08holiKEVDaZvsk+tflv+PKaMyc9j6CvS15ipsOWAhL6BOGGlWS9E53qOp+71W4xF6RxQVas4inQ7Hsj4baoLdpzkp4krLt1+BKF9SvpIpLQK+jLQnLvXGAhpee1l41U25xFiJ1NOohleUwf99ReLln1NnFu28cxePXfWoAgHxH121l1Asfnw+uHUBxrjWF/LkG+ruS5Zs+XfKe2Mh3g5ypCVO0Y8If6caqkvdCz/5NxqgTrlui/cReLnqJL1EfuGafe526AKYVVUUUUVVdQR1NkIK0Ie50ltjFrKueQy9OL6vBXXMO0lVoXuOVFObbAcp3teCSoKOLjYdUrqkklVuvWztUsDoSdHtRSiMNlX9zclHLRGfAy0tiJ95ggZVbwECvRdJSXCsW3nNwP+NnJOwKkPcD7gohhzjMZEWpRF1uyApFvNpUBNsWuXrZ2ydRkdv8hzDPCb4FjZu9rO9SLrwH6HIqjIOx6TtJT8tpXjcPCy+GOvnLkghA0pjeC6/1utlTM/Jd9Xfi7qT+Q7gPbWOlGFsCqqqKKKKuoIes0hrIr+hVTCrcaQz6Cu9+9Mr0QfB4GWOoo6sc//jlSNY9tUIayKKqqoooo6gl5zCEsnCGTdWsbUCnxAIqqJsnPb6YNwbXHM0mxjpA9RcnwbSmN0KaGQaEUDnNpSf1Xmq6NK2lrQoH6jyo8HlmKtdIsyygK3i2u6l2x3aKN9i18/+I0K10xZnMrY9cviAJaeH+lDmPTPKQfqf7v3cjtX0ne/TwPfJ+hL2TzJ44NZ5+47KM9po14+Fv6Eabcujtl1Iaw5+SYxRV7JAhTfQ2/uk0hbtO/u/Ijvq+yaO5+Rd34wOvPO3rCS+EsrfTxjCy+otzoWq7vXJZIKf/khadEniMkPPq7uR63s+WQYKQWbHZZCGolOlqQp8v7mDV8sZnfBtjvWrcL3lH4ouD/aygSCc6UFAnct/KDL3wiyIYHseIV9lTuMc1w6Xwb3Rbw98lytfhsLieSdw6bq5butDMMl3x0dGb9SBjC2wZQ8T5m1uc/UxTc3Xbbpec9lPvS5OOjOzUDj18b8tBw3fh75/vh9CedY2X6ysYPvIU8m6i2/9TxP5qzEb+drK7ffYl1zlmLqhnPNAd7xVt/mthiiCFUiwYoqqqiiijqCOhph6UQBlKvH2/njHE2AlhwOw7b557SFtOAfC5zjHOYo4IqlI7LIhOFx7nxMeSdZREXPbX/EjrwCadm+hmKygOvmXGNiXJ0yOEc8n/yN9zzBvOjwXFPK65ZxvGSWi0Tz3xJZlTJ2LgcfQFBRi8w1mwuzIy2ZCPucLs+NUuG8szmxaHfmPnCxKFtTEs6458pTWow5HyuZU68M1k54Xb+0c17KsSfhWg1IPlcikJY7niKDtpTDKiGqUyryTaG5LFmX7vNwKUKRcb4x16ScnaPperSG6TnEmmolwuN5S/x+uCLDVLzz8hsZmceyb2LwnYigKVdaM6D4MfIoFVVUUUUVVfRvTZ2PsGg3N1yLTssRQSvOsPScAZBXtF8lDoe6FXsQOB6GKEr4EPI5lNXVXt5FBYK7lh6dUsaP8FkDHVZkfFuhL3mu/U3Zueb+sXZGX2Jwk3ipXIRFj9Wmp63SjvYnccfUkpboRTt9Yw5eICuxHlRif69LkZUsVTDvZagv5pTbLsLSifNutfs+qdg5Ojgn+ltnjuVvS3VbMbKKz6JqgmO7aVy0fDdK3lfl9o2O0ZhwyDZfuuGu+1ibW7fo3JynFX+ZKRuxpsGgtZyJzsZIIBdGckKHVfTR/u2dG/S51Tsf/wa460Se60pa2qEKYVVUUUUVVdQR1NkIK1UO92M5gJw5QjqvKLmduAcXlYlz2pbBRztWUrrpHtq5jnNCbnmsiAWrj7SsaNomVpSpFAL9WvmtI1yxGL8YWuLxDMeaSinTJy44vJbmkjllGjeqU3oZKg0nmiQaKjHJ74RuojRppwNVck51YsY4+JGx2vJ4P3MOPRd12eWgneO51khkm7kSXzWGlkrmXa43Ca5dKtcX2TI2324ZIK3UPVfHfyvnnN67xJljfudKrAJjSCuQVJiSB9Q8i8VX1ppSl89P0TUVvDcB0srDdv6bQxfRffzH0CYtfY7czjt9oSmNPF1f+X2Gm6Ij8ddoqJOm5wsRVl4TCCuV7eZ2qSp9x/kbmvj1QiJGf1PfbGLVdqhCWBVVVFFFFXUEdTTCyhMFBDt/HEEVpeJz5HGJysqt28hyqLxf1kpQ6o9gucHcPyXgHILrR3QW8rfC2dD1AWHuSloWtqDAUkhw37kj5+bxNysqhqjcMk9bnBMgK9Oh1HnYEmSVUEmoKtFI2EpQliXP7YyNMhCeE9nlhGpIwUFnOkhLqAltNofi5IRPsJw8X1/oVYShodMx929/3kV2CefBENBAll5w0fOAkgtbyrkbEFk5KNpaOwq9pGynrkfmMWplCzhSDmV9tSjRobQIFUhLa81tMSRVlGZ9uOlAhD46dEIzj+WYCucgqYBBUrSISHclr5V4ixYuBQ6+0rI6CRFVK2RF9TJkFc65q/fiR+S+8RpogyqEVVFFFVVUUUdQRyMsXVPMAbhlLrj9nLkF+p0pY9x+wE3G5eexMCMBZ50LjjeBtcoTMmknl1pRmuMumkoU6VF8zjAXv1GO3wijCQHLStOayGd06yXWQDG0FHJm/nGduPOg/XNqLbhvQlY1w4ESojL1RBHSMnUHYTHqEo9Lv8kFbNbm9wCsLssMpDJKQUJaVj3paBvJwossvui6kuOGcnRWAhKYa9DaZfVE5lyQEII5yP49bJWo+XkkBZEN5FwrtHg3RN1BT/yulSGrGiFkOs9BUxJF8xr230XVSkwgx5jWLKen1+yTGF5FKgNJ92SbRD7FEC05+ip+twMdlvKvYSiBhjbrLCFEFcyx6EhEGR5GMfHfWxqTPLW6JX5vE/n+ttJhwTsmJVqeblPow5EAmr6FbVCFsCqqqKKKKuoI6miEldcVFCMrcKn5b7PDl+hVXM5gIEs1lrnSzVvosGTUCtdSiT3vlc8NM5tF3Ia5vouerFO7RVDFNQyCIE6KfE1ysId/mFRSwEGXBEdWZjHpck5l1oAS1VoUBeSEpOT88G8kN64ZWSUSYRn0lJp6yggrRyp0V2mgEIpTri0XnBmONxeIK2O0a46rBLkSloPEHQd3cDl5n9sOkBahaWpVdu1I1SXPPzPhrRarf5vWfliiDN4ni4z5HIGW2QJQ1hNnjh0fOr+kvmm3i1HSQg8ldZA6UyFCFRek9U9zkWtl/yZ9pERcgeRCIdHaPyYQnJJKOBWRnogEiixNaTG3FsUovx74VSr7zjHqMvVA72/r4fzHvwG+j51oU45VYRtUIayKKqqoooo6gjobYdUUVARNZXUfWeV1OqcoYyhgQGTF3ImVo0vmRorUWXeVW47GetELTol1JPDbmcNy9FpC38CWa9LnKg+5bYuwlFe3D+H0v1SHJUpHnl1mLZgL9JTXdYi66j6iYmRFaKqmoQg5EZKqFYNCiIpL0mUlOSOqNPH1XJFHLu5rylwri7AMe5wxsiJdljnX3KPZ1AwFyAotV/5ikoy2VsrpE82lqdFzSF1TZsefLq9yv5R+PjEqjZHp+mHJ+Y/orLx6Uo6seE5dROWUKtGhL52ITCL96dw2mzleeXWOCuNGdyAdloojYZ5bx7pTWnpKPRTNtK+Xkjox6pISz2e/EwnNqRk/injB34/Uf38H52MnkFCiQstfgY4CHVbNnVsfhUn/K68eWWeD0WF1+IYFKLM5uZvSQBtVLkVOMaMLGYC1bONyiFuEYQObkuewaQHEh4HMVel+Ce1KNJlZ2Bf+UNHmJpTuyK24kN8J4Uz6Shhd6Kh4wK9bMa0VAwYiwRYbVVHmdkOqiQ3KbEa1tBiMutPOm5cQDcqNS5K7YTWNd2PGG1hRbxpRIB1XSiMzc5mR3ItEhFL5bSZSwd2gijJp+htULsRiKlE873J+QubEr7u/IQpCM8HWdfDhCTcor55q+xt+x+IbFW9OqRXx8jw5zt9FGXcAj5HcsHIzP3T7PEuczYvePWI0wvkBio1LigRpUJNApAuvDvdK0q1C5r5yUncwEyKYEp5b+T5HKBoOSbSHwRakKNAv8wiTWvYN8MTLke9p3mzReUGVSLCiiiqqqKKOoM5GWHUFJVBUXlcWWVHZgssHiIuMc41BIM62Am/6Cl83sClzREJ8w4YUxAG24KitIlaU4pqIGV2wiLAFdyqVwAJdxsybS7ksgZ5c03Ue/7rgwuuErMjAwnCxaYaaaasZUWCNkVVR1glhJRZh1RRx5j6yagdhEZKqpwJpmbJhuPI0Kx6sqTSaIp1J1iSDDHPdWMZXIfIrdVXgOdcBopaiwJeCsAJJQuIgEDnH1P+I+E8LUV+7jt5JmjuIyj8mjWfaQ1gGEZsXjuuJDbuVs0ENTD0yP8UN+RgjKBEPSxpQxJM/kpTF/5awiNAZc35/5fciMqdBuhlxX5n6xwu/JUzQBzJVb8/xP3Kf4HsK6Kz1e+hShbAqqqiiiirqCOpwhAVA6LB0LaK7KkFWeUzmzsYXPidQGoAzRkJ35SEtYcbOOi3mqMzlYxw1qUQo3T3rruD/1kNYfvfd0DReu9v9UmVteVmmiA8MXWq2XRskZZ2BzRjUfdN10lPVahkjqS5CWAJRWYRlERghrITL9hEWORM3zQNIhJWaRdRgk/kESWb1WQCQGBTWbNIE+ohLqyQw95VcMa8PmnsVWTMiwLHVoVK783ClXLh2L1EgLImopDQiZqqeiDl1dFSAg56ksUya87ykjJL9ejs6yFwgrJx1j2Y+VWrbzPUzTtkRmR8zRjI3p0VQAjWRcYYKXjmrnxLm5UnT6rGVQTIJG2X5iKuVsYWk8tQx9v6lAWvL3FVaBVto5SIU2ALY73E7VCGsiiqqqKKKOoI6GmFlrg7LKS2iojbBEUqZe61F2oqS5HFKIWRvZGgfRjWWK9JWkWFK4k4NJ0MctOSeE+X8rbnNO4e5MepAC5l3Cw5tQIQV0WWF5sv+ObmwANR1HSCrpF48gDRZJ71VV61pEZZBUt21wsSIEBW111SIsGrmnFQ8dCJsrMgCLNMKuXmAprG9JYTVNCxomtO1i7KRpUhJr2XmqWGgsbRu4+hciYZuCgs1kWTPltxpi84DFK39eisunFFESd3VYQlO2guZBXgWgKoEWQXuB6k/fkmSexaeTpf4nJeFsKhMczTIwtPMjwySTG4imWNFqBs0T+ZG4nVOGsr7LVSo12KERcCNrOTofc60DcjL0hMfNfM7ThQbirK5jUlIhHVgOWoyzxvVYcXXiZdGKILg87zVAvWpQlgVVVRRRRV1BHU0wir8sMzfng5L+21ssSa4fHZiRNSBsTjm163vRAuuIHBaNEWuIgiLkBW8+3NgTgdxsf6CnQpJr0F1U/K1Y/qN8m6XPk4g+zYly7B1ObfVTpiluuC6TXu9btCTQU1dtQzdhKxScSwp6l2iXld5gKwIUSUBm+pTrhM0zMNapFWUfVnxYF2m3m/q/UnKx6T/F1vCJUYfxs7GiV0OpFdokmKjKAL/ldTOu7Q4LQ1w3IILD5GV5Zb53mX63UhAYmn9167fXC3JGUnxOcLKk44TxZBWHuiu/PnL8gQ10i2ae/c3CWlJnSMhLoucGGmJNDNs3dmwqMpaA9Lcmn4nXrPjX6nCd7zsPXYefSArwXKEpQbUR8WS4rZyHPfPtesltA0AdLNCWBVVVFFFFb3GqLMRVleIsLyQP5K7F6F/XEsmlrUTkkp97jgWFkaKpqVrE/uCEIpyIidwwjcjR+dQKxwuBn4fU8UojBGVRFzMhZnfxPywXpYOK2L1Y8oB00dILryee/5VAFCvk+WfbwnYVbPoiZBVT0ptVG8AALoTYSWoMtQdfVbRpdYcOnPlSPjvBlsJFiUhuH6zyFhPlqd8nz4TN8xauxkOntYQ3T/RRUgnAJmByeSHx7otJ6RQcYLiMeXQXwP4Y0VpAITlccVSvxuJUkHPUxYyqx5BVG5ZTzOkytdTEiImpNyOladEWDFrzwZZeBofOpqn/qZAyISIm5r1XbkYL+ur5WOA3NVhiTBbMroJvUMqc6wD6R0PIlzIj01kEIK+mbqUmKQxqYkoA8SlAz11aeJV9uPTIURKNHSztaTDO73tMyuqqKKKKqro/5A6G2HVAdVl/mYUZf8m1BXEM5Mx6tI8SFMRetv7FkSD8bJ345nlzA0bLou4EUJWbC1oeAnWZcFDW9yG0DrQ02E5cQyLH4kyRhI5So5McIRwdVhyrKWPlZMehLnuOnHdRj9V9/VRZAnYnTYZSRHC6k7sMcAin27WYVmERZw7cezpADqsTCeMrMhykLjyPoOsGqQ7S4wOK6+hL/MtFdOsWIg1EbHBcvQplLBUa1J0DEpnIpAWcmXXhphbjl1Zkoq9OCgeVqBozypW6KrKpBEumpKIqiwSifSb60oyRlI1ocMinWNdzFtLHZaYN9fak9Byv0FQUvdI7fadTxkNkWFfzvqt4lzNcSNJ+qFgp4xQMn1TinbVJOtAU3f8lUQ4ynI9JWDnV76/QkcW+GW5flji3Y6ljqHflumwSnWdiQ4iB0FpYBAIq7M3rBqgyMDCCfOTS9FfreSjyeFhMs6jZPMqtQ4Hk6hw05J5h1gyl5PiPrcvEkX9pjxKlIcmpw8TLQJnA8v8jSrcwEh8YDcpPZBIECHxUw0gEoQjAnAVqwCYKaDFm4gxr9UzDq8kNyppWDGkZjapWoM3pCFm4xrCokAjGkyKOm1S7oZFpTS2kCLCjLII6wQZffA0OQjXvPvRxkX19VlXYEZPH95es3HxhukYF6RGJNgfbFz0QTRlavqWKTvvDoNiTi7apeN6jMoc4h2joyAv1QA5yNIkL3XsDtwQ2B2haK+pnOedxpHOlcYy7YkEzXilcuNKeIOqmTaaJ9qo0kSIdJsafeI70GzQjmLuK+KlaRWK/lgk6AQFAOAFBLDm7KJ8RUT7/nHPodcxpPLqQlSY1yLBFgZwDVJurjMnE7qqRIIVVVRRRRW91qijEZauhwFU87rmvy2ysmIoIHRMdUUY1qQ25IIBhwFtx2lR1LM84dAwhKQyc19GWpR3KYK4OP2BNNCQJvGuEr7EHJZNYEufolyU4ClR6XhJKB5pWOEGryVk1SNFgIbDHlrrL46nFlVZZFUck8iq25Q9ikSCzYhI0EfPZZRphYZZYIS6GiQ+MvLmHlPvNfW6yrAuL+TU9dwXMTHyEqLCRGnLlDpiQiA0sabwQUmi7NogIwthCSBzQbU2ayfO19QdVGXTfPji8lYGFTUh8mORrXRDSMTxpMkiP0KoFhlrr04UE+1m7I4gEDIZUORpYDizPqP5IeMY7ZUKFhn00bDRGmr4zuE2VkASOhkLh2FFYZ2cgNeUXigIkt3CPaXUrJ1PMMcjrhK5kJCEZu4ScUWkKiWuQVaE7CIrclUAVK39hFgVwqqooooqqqgjqKMRVl4H0GV2/rpT0g4v0lRIx1Q3RQUphUnmzlyxQFjMdbXAJqTojTkvygSA7NBIYWA0cbHmeEY6jCQ00ChDXLnDauWC7WLFPLy6R6WybyGjdkPxlJg4u4FrAd9knY0par7hRAxZFWU//z00MecEyKrhtRc6rOI6qTC2SBBy5i7lSJhTJw6935R0n15tkVVR1lnnsi4rkBaHiTIWQpJzT5Rm9EV6FeJEKW0JrcdmSusiQW7CQuWZjybKHNeLNuVdn4mtsrVbhUryUv1uq9QuAbIqcewmNwQ2nkkaFp0J3WOAlFsYzZDuipGW0EX25nUOs9XHyLco1yuLfGUp2/oa/ie0KdBNrnSpk7E1zDDXpB8nQCaDApSmCbL3kq9ygLQC3ZVFSC8rwHGLZJyAg1ATHU3GmdVbv4eRR6iooooqqqiif2/qcISl2UrQ6q1yNlenkD/SMTUmcyfOj5AUydZlOJgYwiJOLxfcXAxhMadHCf8Ml1ejBIFOIkDAhu/J09zquUTCOdZhEOJyA+sOZDHWCmFxXciqZdiqSCiehJGVGGtyBk4zDKkbdCScfwlhSUvAoUk/hhrdFSEsQlbDkkKrQFw4IaC6aqKLdCCGLe0SOhA5f0QZlEVYhrUknRYhrXpuzeeprJtzaI1IHUwiEEItydFruHppjeqmLQHAqUti6TG0sEANdFgxijjEu/UkyQOLWSmNiJmoS8fuLoGkrHVng8cAKJBxGbKSVp7SutMl19KzqPsIq1s10ZeQlaB5nty/fl1YeSZKO5aK/osjx80esDg+lhDSXKzoKzVnjmsKv+Pm+i0QlqRSK0Gpm3acw4MEti0CHLeTjLOoW2kLSw6ccGWZ+Q60QxXCqqiiiiqqqCOooxGWrmnAQVYAoGraBlPl9BStQ/64MnfJVblpKoCXp8Nq5ikH3yQ5PHPwQlcRcNRZypyKTDjHTsgScbnBdrWDulyKcd8lvjllAYGTREcT8QF+4FrAdwZm/6rUL4cTwkp8pFUgrD7+GwB6lK/LYh2WKbsiOizLocf1OEQZbHqRfkZYPtIitNZluPNe1UTdWAymjLB8nUgqrBTXZ7rUx8hNWwLYddFINJpmbdC5MqUGg2pnjst0WDbZpI/wUqX5veFgtAJREXpyAxHTPNPcSYduWbq6yDJk1WXmsR0rT9IV5/B1WazDUnXUtUTHNG+kywqv3+q9j5FS2nEyLko3ISSA0DE/UdaXUuiw2GqQkFA73ZHIKuJXGQ2jBJRbAHrBFghhxb8BbkLOWDLOLK2sBCuqqKKKKnqNUccjLLZMcfRWElkRd1+PcPlAgaqk9VI7YWHKfLFkWJgsgrA4EaAmZGU4afK6pxTsEY5acsOk2yKujKzGdGJ1VxZp0eARu9WCRRNIS0Y8cP1yBkJWMnpFd82GWRomdVYGPQ2v+WhqaNKPoUZX1SN0VxJZEarqUU0H6ZB1oC9Hl5Q585cZPUOP4cb7DXfM1oHMpZsyzxgBSJ0VEVu5kU8VdMC5029ldAwK4ZQqjQZZkrLFqe+7lwv03EpdyZZczA27XDHpdHykJZNm0rvTkzaDkFlDEt9vrsx/rq6yYA67At0VzV9o7ZkLHrzMyrOuM55DRt7yupnfHkNXrUK0FWQ/sYQjbDgn01cKu0UnJtpa/HKSVjM/JD0R73HrSBf+exz6YWnH/yqiq0LcArBVpBO3dBG6tL5WSqNZIww6MFUIq6KKKqqooo6gjkZYqGlHd2UtAttFVt2OBZO0ZrLpKXxusp3kf9JakBGWyjkhIKUpaGqf65c6C+KoFRxZsOG2mpnPFeesy7J1q9+SPjoDC79DyzEfYaWOFRBbV4oYcjFkBRT6qh5hBRjTWfllHyOqoRJZBTosM4/I0cWceEHktlbKrdF4AmiYYSKkVScdpJkvsh5krj/RzKGnQl/I55hIGDFiVJb5ei+2IsxIj5kgERalFB1Fa7J69HVabncSH3wFaeeZS1Y6sJzlgLacBiRM8WKtAduLSGLr/YyorG7J6CDpXYSv82gZ6cKgGIusTNBinQU6LEZweft+QUQyjqhP8jNLCqPc+R/2hcsUoyNGVI5eGnAQFUlQ+D9ErHzNqYEfpdNekpQzljoGKPRVUqoi/fKkzrPmoHU3KWeato+wOnvDSjWHW0odM2prdksvVHyjohesK80CR0Y3nxIQM01uYXQhzdlBm1SOmrZ/A+ANjK7Xn/lhYegDlSjNH6iG3EDoI8bm7nbDIvGQGoypM1GgiIepC+Wqo5hvZ6OicjAbFVCI/+RGZUWCJAKk+TJm0kqDgvan5gH4nYyG/gUyR/TTMH9nvEH5jEuDNkPtlPQFegnyC8kIBXVz36ZOnCC6vmiQ110QjDl8XjfskFt3PzYyPxW9E2VOwEPS/kD0176jd9MzmKE2IGY0ExrPZCy/pnoxJnU2limu2a9TJCQSFMxbYIwToVysHTa0ihhcae1vsO6d6NeANcbQCiw/lCbopbnO3C6XbFgtAwCUiADLTNVj4eykAzmJ/1wGR25iCTQaldFFRRVVVFFFrzXqaISlarkTyJYQVsZcPputR3LuAD6HKEPEyMCbEmG1yqUkA28Sl5ciR8383U/oJffN2Ylr7pfm5869JdKi9gaFcSIlvFIOKirKslxdLpWJAlkcILnwNC/Pc1QW7DTJSlODkOk6c+FOORCyorLbPEOXUqgbVpLSOtSZs21NOXLUaWx1XOHfGxtAYgMHQFoZi4wTyC5JJ2a+tIPELQo3hjqmT+w6Iea6FQUO8k4KlC529fDfn7IcZN1Jc9DIytb7WeQnERaHZqK+tUBCPLam7DLX7Kf3OK/bOaR3bQD2PdNJuUGVecEojYmPsPw2ds4V8Cl3FgwfYksN8xtpK9UKDErHYW4Xz5tY4zUkAyMrKluF5nLrNM61JI+m3klrleNwRRVVVFFFrzHqaIQVc1itJTnqtOMLZTEjqoAzzOAG36TrAC0Cb7ZyHFYO5wwn8CZSRlv8DCSXL+GoXWpGUBcQMlAZK2wVM2hWR/vSEZYbTgWwps/1NGuRQTYemsflwuXYW8OJflFvOBx5a2TVQ2hKJYyorA7L6A1LdFhEOTRzvSmIu5d6EypDOTybLdMZyiLf4jgZxCTMQWeJj85bUSLWA/2GTKC1QAPuOVIHK5NKsuOyyr3kikBrZEVlj0DH7SArqrOjMKSUwx/7dpz3M9YtCRP4BEi1/ducVPxGzE+3sVBp6DSQmnRTuhKzvvMI4mI3CdNd+S4SabcjlJ1YBMy1OYuo3mKdlAQAkAhLJdpLAQK0RlaAHzB8oCzSbhCG0F1Ic5bmdqgjNyyycMvX9yE3VmkU8TerNdlzmuz7yQol4fxXDa9UKoMygwvzImVmYHPzsuTCkqi9SBdiw8pzXugk8mvmZHyhTHvO5xZlan+bW38uwIk7KCK/00aZ5YrbXokNixa6TuhFJ6vBzOa3MWNP49lI/TlIkwbXa0YUQG0JfRjNh09Rqew16d60yJui7Dd9b5iHqCmwSFAaXQxmwyKRIFl1kjEGiQT7zHj2asV/rzPRL/rMfFB9vbFOW59T5PAUvWZI+8wc95nl2J9TSf2w64HmndaKjVkprAMHsWHR+NIa0CqHMvNCY07zAp6nzKsjafJ7lJi2PKFrmJLazaaUm2tkKuONqQH/4/ayNizKi2WO9+qcLUBpfnpL5ofnNmugL6P31JQmwnrDDEHD5NSiTNHNLEPWNM+WpX5p/K842j75T2ZWjKhNW7BBvdIbFs0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