docs/source/examples/tipstricks/combining_repeating.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "bdab2a16-2b8d-406c-82eb-8c961c953a90",
   "metadata": {},
   "source": [
    "# Merging, concatenating, and repeating objects\n",
    "*thebeat* contains a number of functions for manipulating existing objects. These are useful when combining different types of sequences, or when creating complex sound stimuli.\n",
    "\n",
    "Before we begin, we import the used object classes:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "2d57fcff-dad5-4aa8-982e-a35f5ee9ae44",
   "metadata": {},
   "outputs": [],
   "source": [
    "from thebeat.core import Sequence, SoundStimulus, SoundSequence\n",
    "from thebeat.music import Rhythm"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "db1bd593-5359-41ba-ac96-7acc46597430",
   "metadata": {
    "nbsphinx": "hidden",
    "tags": []
   },
   "outputs": [],
   "source": [
    "# We suppress warnings, but let's hide that to avoid confusion\n",
    "import warnings\n",
    "warnings.filterwarnings('ignore')\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5f4186c6-0e8f-4de4-bb85-7c3fe9bb403f",
   "metadata": {},
   "source": [
    "## Concatenating objects"
   ]
  },
  {
   "cell_type": "raw",
   "id": "703fef9b-4379-4e92-aaa1-9b5ff102e12b",
   "metadata": {
    "raw_mimetype": "text/restructuredtext",
    "tags": []
   },
   "source": [
    "We can elongate and combine :py:class:`~thebeat.core.Sequence`, :py:class:`~thebeat.music.Rhythm`, :py:class:`~thebeat.core.SoundStimulus` and :py:class:`~thebeat.core.SoundSequence` objects, simply by using an asterisk to multiply, or a plus-sign to concatenate.\n",
    "\n",
    "Note that :py:class:`~thebeat.core.Sequence` and :py:class:`~thebeat.core.SoundSequence` objects must end with an interval. Otherwise, we do not know what interval to place between the offset of the final event in the first sequence and the onset of the first event in the next sequence. Consider the example below in which we multiply a :py:class:`~thebeat.core.Sequence` object 10 times."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "136707a2-ddfc-4c61-9e01-eccf73321419",
   "metadata": {},
   "source": [
    "### ``Sequence``"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "3fa58ac1-ae58-4343-bca8-b0376c508ece",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x240 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x240 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Initial sequence\n",
    "seq = Sequence.generate_random_normal(n_events=10, \n",
    "                                      mu=500, \n",
    "                                      sigma=50, \n",
    "                                      end_with_interval=True)\n",
    "seq.plot_sequence();\n",
    "\n",
    "# Repeat sequence 10 times and plot\n",
    "seq_longrepeats = seq * 10\n",
    "seq_longrepeats.plot_sequence();"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "de6ca9d5-c816-49ea-a32b-560512db30fe",
   "metadata": {},
   "source": [
    "---"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5d0cfa17-fcf1-4a7c-9638-6db9e007e7fc",
   "metadata": {},
   "source": [
    "### ``Rhythm``"
   ]
  },
  {
   "cell_type": "raw",
   "id": "3fcb8e56-2629-4d6b-87fa-2aa80b5902db",
   "metadata": {
    "raw_mimetype": "text/restructuredtext",
    "tags": []
   },
   "source": [
    "For :py:class:`~thebeat.music.Rhythm` objects we can do the exact same manipulations. But let's now try to add two together instead of multiplying them by a number."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "ffb55c95-426b-403d-923f-8fee30e49fb9",
   "metadata": {},
   "outputs": [
    {
     "data": {
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      "text/plain": [
       "<Figure size 3840x2880 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "rhythm1 = Rhythm.from_integer_ratios([1, 1, 2])\n",
    "rhythm2 = Rhythm.from_integer_ratios([2, 1, 1])\n",
    "rhythm = rhythm1 + rhythm2\n",
    "rhythm.plot_rhythm(dpi=600, staff_type=\"percussion\");"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "de39abb7-5bc2-43fc-b475-e14558b668dd",
   "metadata": {},
   "source": [
    "---"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "42b0d0be-a965-4298-b431-fae09b8a4074",
   "metadata": {},
   "source": [
    "### ``SoundStimulus``"
   ]
  },
  {
   "cell_type": "raw",
   "id": "37de21c7-be02-40c8-a3e2-76a5f6833b00",
   "metadata": {
    "raw_mimetype": "text/restructuredtext",
    "tags": []
   },
   "source": [
    ":py:class:`~thebeat.core.SoundStimulus` objects can be concatenated in much the same way:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "688d5f5d-c8e6-46ed-b8c3-c77f80e33277",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 800x550 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sound1 = SoundStimulus.generate(freq=100, duration_ms=100)\n",
    "sound2 = SoundStimulus.generate(freq=400, duration_ms=100)\n",
    "sound = sound1 + sound2\n",
    "sound.plot_waveform();"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "414c0ab0-5b29-4e46-94b7-4dce075bab27",
   "metadata": {},
   "source": [
    "### ``SoundSequence``"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "35a8d873-d7ba-4f3a-afda-5137a824e57c",
   "metadata": {},
   "source": [
    "As a final example, we will combine two SoundSequence objects:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "418e5275-fd9e-49d3-9fee-0e043892a57e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 800x550 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "stim = SoundStimulus.generate()\n",
    "\n",
    "seq1 = Sequence.generate_random_normal(n_events=5, mu=500, sigma=20, end_with_interval=True)\n",
    "seq2 = Sequence.generate_random_normal(n_events=5, mu=500, sigma=20, end_with_interval=True)\n",
    "\n",
    "stimseq1 = SoundSequence(stim, seq1)\n",
    "stimseq2 = SoundSequence(stim, seq2)\n",
    "\n",
    "trial = stimseq1 + stimseq2\n",
    "trial.plot_waveform();"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d9c2ef7b-6eed-4de4-8690-4292a899c779",
   "metadata": {},
   "source": [
    "## Merging objects"
   ]
  },
  {
   "cell_type": "raw",
   "id": "69b2137f-8a80-41a2-9c93-e3bcada35228",
   "metadata": {
    "raw_mimetype": "text/restructuredtext",
    "tags": []
   },
   "source": [
    "Rather than concatenating objects, we can also merge (overlay) them. There are two ways of doing this. Either we use an object's ``.merge()`` method, and pass another object as the first argument. Alternatively, we can use the 'merge' functions from :py:mod:`thebeat.utils`."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "60930abf-e85b-4212-ba18-e4b1d4a4c90b",
   "metadata": {},
   "source": [
    "### ``Sequence``"
   ]
  },
  {
   "cell_type": "raw",
   "id": "4ac0b973-f28a-4fab-9865-d3181a4b2f13",
   "metadata": {
    "raw_mimetype": "text/restructuredtext",
    "tags": []
   },
   "source": [
    "When we merge two :py:class:`~thebeat.core.Sequence` objects we get a combination between the two. Consider the following code:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "feccb32d-0adc-4382-9b07-49d0fc932f19",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x240 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "seq1 = Sequence.from_onsets([0, 500, 1000, 1500])\n",
    "seq2 = Sequence.from_onsets([250, 750, 1250, 1750])\n",
    "\n",
    "# Method 1\n",
    "seq = seq1.merge(seq2)\n",
    "\n",
    "# Method 2\n",
    "from thebeat.utils import merge_sequences\n",
    "seq = merge_sequences([seq1, seq2])\n",
    "\n",
    "# Plot\n",
    "seq.plot_sequence();"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "adf6710b-9ee2-4a7b-affe-4b8212215438",
   "metadata": {},
   "source": [
    "### ``SoundStimulus``: complex sounds"
   ]
  },
  {
   "cell_type": "raw",
   "id": "ec9d34ad-ba4f-473a-b5c6-3c2af481d8ce",
   "metadata": {
    "raw_mimetype": "text/restructuredtext",
    "tags": []
   },
   "source": [
    "We can merge multiple :py:class:`~thebeat.core.SoundStimulus` objects to create complex sounds. When we merge, the sounds are overlaid and normalized. Below, we combine a sine wave sound of 440Hz, and its first harmonic, which is 880Hz."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "eca8c968-4cf6-41f4-8f24-290bc25fb35c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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eN66T7mR8fAy93oAV/T2MnO9MIF8wLC6vw9bZdF7FezwHyXXX950rX5asvhuM6+MRDD30+SqTtt1vxOeXeu2Zkl+4uNgZk+xxDMsrfehsSefVxSV83XzaRRatkI+Lyz2VPkrhEQxYRkxCF2LAvLo2YV2IexJnpjpqftnCkC+HMK92JfqofmbLq33YuVW+9qZg0zVqLy0twZ133gl33lnUaz788MNw5513wqOPPgoAAO9+97vh/PPPr77/i7/4i/DQQw/Bu971Lrj33nvhyiuvhOuuuw5e97rXVd95/etfDx/96EfhE5/4BNx7773w9re/HVZWVuBVr3oVa209JIjXhc3WJdhRTQ5tLfS4jK3YhAAAGdRCe535W/j7HWYvBgAAvs3rPR5tSWM4Bqy41xkRKQAQNcRjwAYqvv8S4DY8bySv4u9LbiE2hjW8KgH8zLm8yr1PNiwjXh8IGgoxcO8D3mfcGnMbegPe2rX3TfNbkkECGExe5ckXLn/ZsIbwtfqBqwuXkGybVtaOrzMb5JfXzAAbFzAKW65uIK9qZTrelVo5yW22XkW2mla+cNe+3CCvSgf8NA2bLlNx++23w2tf+9rq3xdeeCEAALzyla+Ed77znbB3717Ys6eeOPHMZz4T/vIv/xIuvPBC+NCHPgRPf/rT4Y//+I+rcbIAAC9/+cvhwIEDcNFFF8HevXvhxBNPhEsuuYRd/oSZUzqto4R+P4cuozzONJZ0Sp8rIPD3JbSzDCqp0mMqPyx4JYY2zshwFa9W6WPbjG0kWt8fDnOWQMS8yr1uZy1sw7454adRfpJdgu8w9zqkE1lKwEYK30BVygRET29wDmCW0eBuKH2dzldFULWgcYAlgA1UNr8wDXkbsCOg1YXrvSFsmU03uPC1aoMv3LWbBiqfnilfJsyrGvmipI11KVeu2s94MMxhqisrS7X1Khe4Tii+ViWrqvdZU7DpnIof//Efh7vvvtv7+Tvf+U4S5+qrrw7+7jnnnMMud7LBSOExmdM2xnuDIcxCuuLFzKmNGmxM9DcX0dZGTbEhzjWWtIYaFqRcgWAr/bXegJV2NbJqWgd4E0XUTOUndIBHwI1KDZT8YmYqdPwyGA5Ztb8DBa/asL4+AGAMd8HPTMs77ICJmlflhppWjmOzatK8ivG5120bib3+ELbMcmg36wBzAF+r6B5iw57Nqw0Gayacfe4r+MW+z+u9IWsYA6a9pryH3H2GaaszwE8Sp2LTlT89mUGjeG2G0hj2asWrSNOLor8qQ00b/a1fT9qhwcKQbSRaa+Xi47VzHWAbdE7oZLNqBq8qy58mHf01y+X0ipeFP5Tzql2+opGN2tIIvmGvU9SqbIE6+qsx1MzvcwMHfYVh7/Iq14HGsk33/LglJZhXJZls7Aiys2pNlpVyA2xaXu3LZZt9nzUZZK3tpNHD3DI/ALPS4smSqWidigYBMzfX2LWZmW8syRVIbC2c74vLn0bAL0HSGaV4uWzlpVS8WIhosyRcfhkMdMpPQ7vJ6MzEs2oK2lpeVRn21jPS8LomGgcg4BeseDcwC6uFyUd/5dnIvjLIZTqCOrnKdkIVvGoDW66i6xbtdpUTqsyc48Ckklc1TijXobF1yJqGV9WlenJe1WYHm3QqNdA6FQ2CaajxGEQ7baOnEAhUupkDWiNRFf3VKt6hXAHZ18p2KgbyKIVbzsK775geV5hp+cUo1dNGhpgGi9lTwefVQS43lmyDmPvMjcyWklc1xhLXsHevm8mrCL/JksOk729oqV5z16rJ6AHoosfaDDD3mWt41QbuKcdaekbQYgOdUC2vakr9uNlBJ1MxwYAJVbbOo13ja/t/tE5JU9A6FQ0CNvTYRqIdzVNsSvZYMjtLohEIAiWsiv5qGwoVhr2tQNgKCKfKmbg2v3AFiklbV56gUX7qLIkmai6QwUY0T5ld0gQeuIa5fZ/5xpI8cNAkr0pKBDBoMhXcewZgrl0bMOHSN+SysgSJ70jKZZveCZXzqn2PNbwq4RdNgE3bU6EpobZ1ANu4brD8ie2EYn5RBFsAJDaAXKYDmNl2bda/KWidigah0UyFoklrIwWCxEjUbAytd67JstjKku0YDOUGS6OKdyOzasrIkMaBlnCOxrC3DWKdwaJTfnxeb86h4d83uVyNrSUGWgdYM9VGXVKCoscDZhTUDjTwZZvcuHZ5VW5kbiSvSoy8ocHrcrkKwI98a4KDWp1gTHFU88sG8qoqYCJwKkCHPw5onYoGoa9QQG6zkdxo0DgFAIJ+EIUQB7B7UXSbmtvToSkDcgx7TYREG/1lG5n4upVOqKJpWFOGA8A3dnoK5VXgN/fMuEpfs0/U2YIGnW9N2Rc78qws1dPwqk2Pu3Z7rRoDWfO8AXRBD658cQz7CRpqTjZRkb2WlEI1WzYmd0rY52TZDg1bLmuCXDpeVQWKlE5oX3HdAGBExrSld01B61Q0CBrlp1Ugwya97QlGvYd5bkZgFYYWwGRT5U8VxcuOQip5FUdNuffM/r7qng9zthPaV5TDuM9MXj61oRFYbU8Fm1flwRp1Rs+QqyzUEY5CvijlssaB3lheVeojRaDI6VXTyFWBkagJ0GlLcYYKuazOFjRq2E+uVM8NmCh4lbnu4dDsCmwzFU9B6CmMRLVhr1BetiGvMfQ0tdrFv+XKS0JfU4KkjsBqDI6NLH/SKq8N5FU3s8VCb7QXRaeANo/S1xqJmmieljbmN0k/h8ZQ0zvQ8rU3athPnFfl163fo3LZZtNX94NMUC47pZ0TDO41yatq+2WCWVjtPR8XtE5Fg6CZUqJNH2oMe60wGuQKQUichsmi3WimYrJR0Cb7OTROLNc4VmcqGuRVbmRJy28aI3Fjs2rKaJ6qpETLL0iucssyGhymkOf8TKoqcKA1EhVyeUNl22bmVcWobidrP2EnVBXsaZBXuf1iTyq5qmoSVzpTbfnTUw/6jQqzCUa91REOeVRKK4y06Udd4+3GRfMcflE0YmqHCkjStjWu7p7zFaf9exu3ds0zV2fVFP1D2vp8jQPMVryOAyx/3tS/g7h5rhpC4crGzcOrZpmhMmuvmZKmlW3czLkl0znllVpebbLaQZsBnqRD0yi/aGlrejonXPo9LmidigbBzFRMNt28oVGGIX49WWGkjqg16QhOcJ66a6hpIiSTLTnbyKyauqRkQyP2KAqqzaqxnVB83VxjZ+OyifqaZ4VT0WD0lkvbpqfNqmmcWK1MZ2eHNNnnhvmFg9+kDQDA1wn4PnMzwPYjmmTZWKM2wIR7G03ak3X8xwWtU9EgNJnynaQCURv2mHbOi85oy1G0KUBN+nEj69TVZWNPEuNYr7SVE1KYkWfjtyacrm5yStokpz+pyyuxM6XMVGiaV+21RHEduTpZAzdXlD/p5aqmWVrJqxsYtNAEe5q0AbT4kx4DrCnVU09C3MhqBUVGT8ur44LWqWgQNJmKjWyychWnXCBw6avLn7SCWDUhZeOi3nqnormhAtpUN8sJbZA2F9/BVaS6JfjG6atqR3Byitf++iQN1KYzWxx8fVnpBgYOlNklTYDN5g92z5eCV52IO1s2yveZWq7aOoEpX5rMIE+y/Gkjs2pN2gDcni1tkGtc0DoVDYImlaU2EjVNeRuY8m08MsSkjb+tMcypf0fxGz35VV7CxI3+NpklAeBNYGpynwDwlIAb7VeWOE5w/r66XG4D0/R2JlSjeCcZ/bWd5UnXihuGmra8UhO0mKBMt7/PPs27YX3Eka3OwZ5qfpnc8A5NBtjGV48BVjyzjbQBALTllW2j9lMOVNE8paefK7zt3OLFSUYpXKU9uXpt5xRQ5dhF9oxrVQTW/LdKkDIjWrlS8WoyY01Hf1nlT2rjWKv85KlyZwzwBHsqmnZCuc3SGtpNZirUclUxeWrivWoN9sHwHUGFXNWW4zYYYJtk6VZuDRXYyEyFpocGYMJyVRms0fRkOBlg5nWPC1qnokHADMHdGBtZI681djTCrPE6dZZToVRejZ78OmlDraZnOwlc2pNUfhta/qS87kbPa5g0r2pKStTRX3l5g9b51kQDm27U1hjIWuNYIxsnzasah0afOTfpafoLN5Nsa5RXJ3zGl2ZYi81f+syYQr605U9PPdCcYGrzkq4mccL9HE32VCiicdTvhXGbcwq4tG38yfdUKGhrsyQNZrb0JSUblyXhltI02cyoKW9QR3/ZYzqbC1pMsvypyfKl4vcYBodynK1bzqLglwk73/g+c+vUnZK1CZb6aSPPtu7U6OFJl401OVJW5QArg5pa+aIaHNJmKp56YDT9TjpTkcsFqabOHKBhQ425qd06VI7itdaiTrtObpqPE/1V1ExPmlc3MrO1kUMFtEZi6LdioM1GGrzK5hd7Lbp9xuqpaPyZyWlrype0tLXZJU3kmm+YK+vU7YEIqvumHGKxSXi16VK9SZ6zpe0v1Bxo2qQNQP1eCNqein8CoJnOop7ApEl9NhxRU03UUd63iV63wkB1algnaHAU30flT0wnVPvMdBE169+KCSdc/I3N6Jn/5jvf9u8pIolqI1GHr2mWVgdMVA7wxsn0iZezoEtlOzRaJ1Qh1zWyqaClcGg2MKum1YVNOiWTn3pVv86Z9LWZrSZL1tpMxVMQNBMvtJGhRtP0WgN3gudUOFFQxbSNiY7S1RocDSvejWx+1UUStVGtyRlq7rhKzT1X8qqqPp9H2x4EMUmDpWlHcENL9RR7lFvOopUvmuiv3qGR7xWt876R2aUmMxWTpA1gy5fJyVWbdkFfnkHmZ3E3jlfHBa1T0SBsZOS52ebXyRks2ut2yoAmGHHXGEuNN5Aqo6CTPCtC88zdPpjJNfW5UUzdPtkspREFfv1aO09dO66Ss3T1M2tUrmoNjsnJdO043I3s8dOMZt3QigHHgdXeN3nT72YaNLOh+6zBjJ6adpupeGoDn7HNf082qmX91gaWP00yAqvPksjXrp1Jrlb6Cn57MpXqbaShNsksSfPPW2lkqmp/tbwuj+ZtaAZ4gsbSkyryzI4cm//m6wQLn7PP1Ndt/3tygaZmbYDJOlPmUAGdbGLrUsV9cwKLGypX256KpzRwn6/aWFIpICv6u5ENhROdkGL+e5KlERvZcEzhc/i16SwLRwk4kWdtT8UknYoGhwrwS6+a5peNi+ZtZKneJCOJ7j6Z3LhJzfO2+8Vy4veCtBveZxspl1lydQPLSvV9TxtoA6gzyOa/NXt8kkEubT/HuKB1KsYEhfc9uUhkk5taP/lBIVCUk2U2ssmKd5Ba+Le4tNU9PIpyls3cUDjZCSn2v+X3nF0jr3bezX9rnHf1MAYGurpXTSGXtfyi63sK/1YUX/G8KUqTzMq5kefJBZo0/NZ4WammX0wZrNEYx5MMqFL0J5mFVTk0SttpXNA6FWOESRpqmoi9RhgB6CIFjtLe0BGhG1d6xXVC1QZuk3WkE80WhH+LS5tXsmb+Wzv+mJdm37h9QuFrTiKfZL32RvKqWxqhvG5Wr5ryQNMGDS1qPeOiXeDbtOX3Tc+r8pLYSU6X21AbwKKdg9KB3shG7QlWWtiyjHuI7bigdSrGCLySEp3y05w10XSt+ERr5FXlCeHfioH9iDROJB/f+rd27QoDd7KN2hu3T9R16irj2Pr3BJ83xZccBaaPJIZ/L0hbaXA0OlRAK9smOEyhybIMLn11ZqtBR1CvE9Jxm85UTNIGaJI2l7662kHxzJ1AkzYLqwiwtY3a/wRgot62xrhWRhJ1pVf2b22eBlJd3TG1nnTaTsp4ktmCTRwZ0jTlqTNbDZcnqCZ2KUozC/xkdNXUK4AnW9BCMVFnkoaaY+xwxwA3J9O5+JrSTACAHGz8dFw1r6r6Ocx/T7IHR1/a2VzApMCfZGZLs3YlrypKO7W0xwWtUzFGmOSBYppN7aY+JzcCsPEJKZqSM+aeVNEmiKn4hbH2PLfVro72RjYUTjJL0vSZKtrMFkeHNBkRY+MrSzs1DvRGlj81Ps5WM6p7go3adBZWQXuCkeem9bCKVycoVxsfaKDgVS79pkvHVdklLa9ygj3O82aRHhu0TsUYYSMnhUwyQqJqEFNPT7D+PcEog4a2vkSgYaU/wfvW6KSQDVR+kyzLaLxcbpKlegqlTdGa5BCKjeTVJmnnwD2Lxvq3ll8maSQ26IRuKl5V0bZ+awN51feeD5ySNWV2iVXaaX2V29ego23htpmKpz5MylAbEpHniRpqirU33RjH8/Ttf/Nou2n6dFyKN1SN2qxylvjvhWBjRx/atJkHqWn2WcPGsTqzpTFYlLw60Sxsg4GDSZY4arOwqgyN9pk12KMHoHVoklFJ+ro9zn1m4d8L0t7IwKJSrjZpAxT4k6Ftjz/m4m+kTtDYAOOE1qkYI2gMXE4JkrbRSW3YK4SZ2xjHIq0aR9d0/SxLcSpLBDQOUdNGIvtUa4sWZ5KQqwBYpFVGg1aI6wwO6r3JGImNN95y75tGvlhfnWyvWvi3YqDrqaCeWTptXckZ8Z4mAquO/nJwzX9raesab3Unz2tsgDznOoIaXo3/Xhi/OflA/V4YXxcw0ZQwaTN644LWqRgjTCqqRX1XV0eajErjT9BQ00S1XIHAIt28kTjBzJaKtjbybJdmKHidrfQV+E0bOxpeBdhgI5ETSdTu8Q2M5jVp2G+kA8zFdx3BZFRPY7/CUNvQyLNOvkzK8Sdpq7NL6bQ1+0yb2XLLn5JR1c534yXUqutunYqnPKiiMwqlXeBvoOJV1bBOMjLk0tZkGzSKk4uvMVjIxtsJGRwF/eYUkJ5X03GbNjg0kUAuffuZa5wpLT7fEbT/vXEO8CRLO5se0zmp+6bNnKtGfCaux0tbGWhyZKNKHzFpa3hVq4+cYE0yqj4oqpAvG56FbbLSom3UfuoDa674Rkae1Uq/OYGiTnUrI7AaZ05zLonvvXTaHMWrVfpNR/PScdWZrSad0AmW6pFpeoXy5EXENs4BBtAdCtZ40EIhH7RyVbNPAHTlmWp9xLlvDd5z33rSaeuMxIlOMWpQtnHxm85UTOqZaQNs2glMTfbZtZmKfwLA6y1o2OBgCWIbV6t4N0d0hlZ+k1K8aesZC+2GI0Nc49b+9maJPKsN1CcVryajqnlVc6CYdvyx9qBGp5RGE3FXytVJ9mzpygTd9zSZrYlmgJsOmEwyWGPzqsIG4NJvfqhAMrqyn6NhXcjml/h6xkV7XNA6FWOEDa2RVwmEZNTi+xtZnqBS+kqB0nR5wsQEadp6/PgKpZ/we2F8Ja86ilcejePiu7yajNo4r+pHPiajN1oe6VuPH9/8N3fsora+38DdwFIaLr7jTE0ws6VxBOkzVZLRm9dHG5gl0WQyC/x02k8uwz4ZtflgjbbSQnHPuZnQcUHrVIwRJlZHSkWGFIYeP5rXnNHAFqSKTIdeoGhwmzWWJmpwKCZ2UXzJMvQU103RmqgTuoGBA8e43kilrzQSdeVPyajk9xWsqjcSN7SkJBl1Qw21jZSrFH2VI6csr9TYAADMZ6bB1fKqJtq/gbQp+pqTyLkjiMcFrVMxRuDwl5vq5tDRRRnU0zZs2qy127iTE+LqqFaDCoSLrykbo0sE0vEdXiVVko828XuKe86PPNu/J8fl0m+yQb3AT0ZX0W5+qMAEaStLShqP/k4os9W4fJlgZkt1yvCTjV8Ue3Sysk133zRZOS2v6pqdKdrJ6OpMhcb+0ZaOjwtap2KMMKmGQnJTKvAnOW1DXyKwcQZLkxkaLb6W9qROfm2cV5VKXz8pJJ22m+rWKT/N2idZLtfkLHYubc09B3DlGyv627SxtEkcQZJfJiZXifdUWbVkVPL7kxwqoJGNZMBEIde1/T+6gKw2WKPh1WRUklbbU9FCECbVpKUfiybflE0rL250ZkObXxVlQBvaz9G04t0kEbGCloI2+XsKfpnoPgv/O4jbeCmN/J4BaCeVJaMCQPOGvUa26g37ZHRl4KBZfaSWqxM01Josr8xzbgmTRidQ9y0ZfWMd4IZ5lXeQrAJXS1sZMBkXtE7FGGFDU92q6K+OtibCoW2M452e2vCmVhscyeiqVLl+RGj897y0m+YXdXnC5JxQjUPUfDPj5K676UZtXhTT+re2PGGCpRVO9HeSxpJNm3XPdc6UxvHXB4p0ToUuyOW+xyHfdKZiUr0ojdNW8urkAiY6R07Lq+OC1qkYI0xq9n/z0V8t7WR0txzF85up+KzrJsfoJaMTTeJagTIZIa42UBWHemkjYo3XsE6yTr3hiP2kIs+N18gr5cskz1TRlDds6MnSxHsTK0Eie9Xkz4wXOaacqWR0VeSZ6i9UT1nTGLhqPa7hl2TUDS5DTnvPj9+w3aaqVkhGHSu0TsUYQWNksgQp8Z4mwqE9QG6S/SBPqlF2ymc2uTF68d8L4qvKeKjfk+NzgzPNp+nTaTcegVUYDeregAkZHM2X6mmdUN19U0XslVPWJibbmg4cTFKfqIxj4r0J6iONbNTyqiqjR703oVJgMmuvwFdnMieU0RsnTG30AiRw5ZVXwqWXXgp79+6FE044AX7v934PTj31VPK7v/RLvwRf//rXnffPPPNM+MAHPgAAAG9729vgE5/4hPH5i170Irj00ktV6xwMJiXMmjU4JkmbFqQA3UR3V2WoNZ0t4Nw3LW1NZougreJVDq8RMVRV3TC3PKFhI3FSCqhxftkktb/UOnVDBZJRi+87mdTJOaHNl+ql097YMZ0aJ/TJ5Uz1tVmWTcIvT6lgzYSc0Kb3SYnfybL0RYwBNp1Tce2118KFF14IF1xwAZx22mlw+eWXw7nnngvXX389HHnkkc73/+zP/gx6vV7174MHD8K/+3f/Dl72spcZ3zvjjDPgwgsvrP49MzOjXqtmAsIkI4lNG1qTXXvDCkgTgZ1oVKph2ipeTUb1PG8tfrogdSP26bT1teIbx6vuHPkJ0m64tHNScrX4vvV7rD4Y4j1V5HlyDnDjpTSK656kbGu6pFV/Cvpk7ttGZpAbtwEmOTBFdc+bdYBL/E53Y52KTVf+dNlll8FrXvMaOPvss+F5z3seXHDBBTA3NwdXXXUV+f0jjjgCjj766Oq/r3zlKzA3N+c4FTMzM8b3du3apV7rpISZtul3I6MM1Fc3NP04oXrtxmvkJ+nIaa67YYeGWk8IHMXL2ijEeiYVsaecd045jCqzlbYeH2xkJNE5qFEt2xj4BMNMqmyM5FWVPkonvbHTwnT6aENLr5T3bbOOICYDkwo9PNHy7cZpJ6Org1zjgk3lVKyvr8Mdd9wBp59+evVep9OB008/HW655Zak37jqqqvgFa94BWzdutV4/+tf/zq88IUvhJe+9KXwB3/wBzA/P69eryaqNdE58iqlr6XdbHRnsyggrbE00ERnlE7ohpYQUQposyjehqOgumje5By5J9P44zxP55dx8OqkoqDNl3Von1kyupJXKdoMuaool6PLBDn4xHsqfkmnTVGZVHZpQxu1lSVnTdsf2tLQJ0Oz9qYqf5qfn4fBYOCUOR155JFw3333RfFvu+02uOeee+B//I//Ybx/xhlnwM/+7M/CcccdBw899BC85z3vgTe84Q3wkY98BLrdrni9nQ7A1FSa30aVZaTidjtEuitLxwcLPR8yaFOpNgbtjChbyTpZMj61iZJpE1/rMGg78iPwzLqjJpHyL1Wtk2Vy2nme6+45h19g43iVum+dTif9vhHvpfOLjledZ2bRtnkkSptx32K0Q0DzKoO20weTjtshrzv9nlPQ7XbI37WhPyCEi5pXGfxCvBfiEZuO855Kvmj3CUO+KGjT/MKRbSYMh+lytdNTyjbqN1nyxeWYjeTVSe1xNyjKoO0pFZJe95BhO5EySMGrAOn6KCY/NLCpnAotfOxjH4Mf+qEfcpq6X/GKV1Svjz/+eDj++OPhrLPOqrIXUtiydRZ2796W9N2O/ZA7WTLuwZW+S3vLTDL+9LTpOA3zPH3d0y4LzcxMJePPzrr4O3duhSN2zCbh25GBqeluMu25ObdvZvv2uWR8GzrdThR3584tAACwdZt7fdu2MfjFFkhZOr9sO7jqvDfH4Bfb0c4hnV+GHVeYzc5OJ+PPzEw77+3ctQW2zrnv20Ap3enpdF6dI2js2LElGd+m3vXwS8kjGLZscXl127Z0XrUNvYzDL/uW3fVsVfBLDsm4i+uuYT87l84vU9NuUGjnrq0wnaB4e/2B894Mg19mKX7Zmc4vtsnRnepUvEHxCAaSXziyzbIyOwx9tG3bovPe1i0KXZil8wulC2fn0nl1asrURzxduOa8x9GFM5Qu3LUVdu+cS8K3oTsV10claPnF1kcpurCErdsW3PUobKeMwS97D68773F04dSULdt0unCGoQunZyh+2QI7tur7gTWwqZyK3bt3Q7fbhf379xvv79+/H4466qgg7vLyMlxzzTXwm7/5m1E6z3zmM2H37t3wwAMPqJyKw4dXYX5+Kem76z1TgfX7g2TcQ4dWnPcWl9aS8dfWTEE8HObptBddQbq80kvGX17pOe/NH1yCvO8qBxuoVOPqajrtpSV37QcPLcP81rRtYUcy19f7XtrdbmEQLCyswGAwhMOHXcN+YWFlIvyysEDwyyKDX9bNZzMYpPPL/CH3upeW15PxV1ZdJXDgwBKsbYk7FVS6eGU1nfbSskv74KFl2D6TFvUZWPyyZvGLzSMYFhfd+3aIwS89i196Sn45fFjBL8MhQ7a5Ds0SQ7atrrry5cCBRZghnA0b7D0GALDMkC/LBL/MH1yG2dTJdha/rq31YWFhxcsjGBYJ2caRL33Loer1dPyysMjQhRa/9Afp/HLwoJJf1lx+2X9gMWkQxMKS+7yXV9Lly/IKwS/zS5ANXD6kwOGXgD6ygeKXQ4dWYH4+zUAd9NN1oQ2ULjzM4ZeexS99Br8Q8mVxKZ22bTsNGLbTAUIXLnN0IWE7HTiwBH2Ch20odc04YFM5FTMzM3DSSSfBDTfcAGeddRYAAAyHQ7jhhhvgnHPOCeJef/31sL6+Dj//8z8fpfPYY4/BwYMH4eijj1attz8YQr+fVuRmj/QcDvNkXOp7/T6Dtt1sBIUSocpkbOgRNAas63a/1+ul4VPlCYOB7r6l0gZwa1gHCc+svDfUfesxnpmtQFJoV3R6BL9oeDWn7yVJm4j+8vjFdQzWewOYTTAStfyi4VUA1wn20abuh5pfiJrn9Gem5RfrsEQlr7L2OMEvvd4wyUikaA+VvNrrDeT8MsyrexnbMxSvc2jbOoElX0h9xLhuogdno3gVAGB9fQBTCeUilBPKuW/9Pi3bxHucJdsIXuU8M4JXJ2a/DBrWhX3GfSP65NJpu/yi5VXOHh8XbCqnAgDg9a9/Pbz1rW+Fk08+GU499VS4/PLLYWVlBV71qlcBAMD5558Pxx57LLzlLW8x8D72sY/BWWedBbt37zbeX1pagosvvhhe+tKXwlFHHQUPPfQQ/Mmf/Ak861nPgjPOOEO1Vt0kIQadhhudSvxuguLdyGbGpidWsPGbbrxVNBRqRxfyGsRMoTXJEcL0VJvJ0NZPC7PXs4G8qmwInNSp1mOZFpaIPxa5OrHmV/c91lS+pgdgTGpoiZJXqe+m7tOxNN5O6Jk1ftYVB5d4b1IHXDZ9qnU5CCIlIKsdgEHxKmtC3Jhg0zkVL3/5y+HAgQNw0UUXwd69e+HEE0+ESy65pCp/2rNnD3SsWrX77rsPbrrpJvirv/or5/e63S7cc889cPXVV8Phw4fhmGOOgZ/8yZ+E8847T31WxaSms4zHsE87gK7pyQ0cfL2R17QgTUZtwFgK/5tPm4Nv/Vs77Ytz36gxnRondCOnlHBoaw2WpieVTWgqTdPOFAffJxdTYSMNe33Axfr3hk6eSkZVB0w0z3wcDrBm7ZN0Ql19NEm5av1baQOoA3Q53fieQnuSU/nGBZvOqQAAOOecc7zlTldccYXz3g/+4A/C3XffTX5/bm5OfXK2DzSjyTRjMovfS6etM+y1tNN+k6StHgdHrWdSERLi9xRG5iTHsjrRGUiPzmizBZq16408Cn9SxpKStmJUZtPXrc1saeQqAMMJ1Z4zoXCAC1pyXK18adqwn1QGuGle5eDrDfOGgxYTNezl8kUftNhAueq5bx1ylpcJal4lzw/aeKdiU51TsdlAJ0jT6ZCKd2IlSHJcgDFEntVpevmm1kSOfe+l4m/kmQccfOpbkzqFVB8JpPCT0R1+meSZKo3PcteUP00wm6i5b+NwgHVGYjKq3kC1AwesgEf890LgOKHq5z0ZfH1ZqXKPO7+XjksG2BQ2xCRLYnXn4OjkC3WPNPpoUsHgcULrVIwRNFFzdURMncKbjGGvie5oy5/o+5aMrstUqOuOGxakWoMlce0bWS6nj2Jq8eXPTF37q5AvTfNLDow6dU95QSroAibae96sbNRnQpPRN5ZfNM63Qjb58RN5VekUaJwS7SGyzZ/+rgzWTMp2Uss26j0FvzwFyp9ap2KMoPF41ZkGreJVRPP00V+NEOdEOIj3JpRd0hqorsHBoK2NJFL4yUZi2nvjwNeWozSdJZmoQ6OQL00bxxz8cWTVNrJcjpPZcg5E1cpVlWybnLGzkb1qTQe5ePec+s3JBEwad0InWKrnlAJr77k6k5qGO54gVzL62KB1KsYIkypnUUcpNtBYaryfY5KpT+urmok4vvV48Rvml8nVHW8cr47H+dZEpdJpN22ocXiVMoT1zlgqLkFbYRxz8MfCqwza9jc3srdA3/Srk23pE5io9yYlXzavLmy8p2JC+oT67mSd0Gaf2aQCsuOE1qkYI/BSeJqNQbzHKgOKr8eLqzTUGk8fcmg3bNhPUiCU6GU72CTLnzSlW+qolIZfNlCBNB055tAuvhv+dxhXe9+Kv7h1UdUHo157Ki7x3oQisKRMVmQ5OLQBKMM+nXbTvAqQ/sybmnol4tUxlD/pnG8ObeI9Ba+rB0EoeHUj5arvN2nc5uUqJ1g0LmidijGAxNArGaQ7Ou5+wyPPE6o7Js8dEIzwk9y38rv4ICwJ7RJfpLwy970UKO97tzuiLRTCJXne1Kvib3nP7d8MwViieZpMhdb5TuUX9L2meJVlXA9NfKl8KMlL+K3kVQ59LW1brgJo69STSTee0WPtk8T1+KDk14pXhfJFgl8+H4l8ofhFUnIm4VX8tUquCvqenjRylcVvthOqM24lTqyWV0vZyBq+QdkQqc8M0alkm8IG4NAeJ7ROxRigfMiS8aSG8tNkC5SRgvTIEEF7YunD+nV1zwVlHVNd/j3HgqvElxhqXXSmisxY6rBpY2EmcUpKBdIRKT/3vcnxKmUkTopXkaElcQRH38W8KlGeU5J9gr5aniwsKRszeD15n9WvRbxOyNWNrFPfULkqMK7L5y2N/la8LnDGugJex9dY86pcrnLwyT2u5FWdDTAZXgVwn+8ke3AqZ6yUbcDQ4+h7Ij2ukMsm7Q4LF0DHq+OE1qloGDKQRQNza2Nw8J8sxlL1nkAgSPCxYTQlMDhq5cXflLmhQPgCoYocd3CUQq6A8lwmSEuBxJFFmugvXc6iVEAbqXglCkTEq8VfCa/i73YFhhblQEvki2HYC7IFsmCNiSulzcX14msiz1q5qjCWpCUhlXySOMACYwnfN8naNbzamFxVGqj276XRlvMqha8dNCNxYkX8YgTYBHpcYUM0F5jEejgZfWzQOhUNQ6eTVYeAiVJZRuQ6DVerQMqvilJ4lALhXDfIozNklEGQuhRFGYyImDwa18kyVflU18iy8GgDNKh4E9Gbiv6aZWN8g6Mj2KOUEFcpEFHkWJipsLJy0mbGKlsgiah1+fxiOmPy+2bKtkTakfXEaRd/DV5NNhLr1xJe1WVo6mKW2tBKp41L7USyjYz+JuIqeZV0QlNlG6kTJHIVG6ipuO57En1ilgLLbQgJrwLoyr+1/CLLVJi4BT6fdnNylXHjxwStU9EwdLIMSpkg8dZlJSXUpkwmTdfmCRp+ZALBxOXQNtPsky2N0NYNG4pXUnesMhrq15LoDJmp0Bj2ouuuRVdqdMa87oZ4NVmBYNryrFpHQBvA5RdppkJy30hnTFHOwpu/Dw5tCa+KegNIIzHVSqxfiko7qT0qirgL9klVHgkowCYxlnTR38ZKkCT3TSFXRTYANMSrQgPVNnClGWBNX4SIX7S2ExUUFfGLICCrkKvjhNapaBiyjrT8Sc4g+k1p4uL34riEEFcLs1Tc+rXMWCr+TnX52SEzzS4wdkZfzTJpdKf4K+nJMBSvJLtECXEJr4oEqYkLoHS+tbwqKeORGGojvjSiv6KeCklJSf1ali0o/hqOoOSZaYxE5XVL9gldepWKq+SXhuTqlECml9/NjIBJMroqI2jyKj/LQspViUNT8ctkHBqtLqQDRcnouqAFucfTaZP2i+C+Sfoa6qyaVq5qgqJtT8VTGjqZtPyp+KuOqE04OmMKM0WtuLoxbsL1kIZxrIs8l5c+qciSPt1s4nLwtcZSXW8tiHqj17rr1kZQR06ogFc7GdSZUMbzJqO/zIhalqHIM4dXgeBVVdQ8mbQnE5qKWxPqKAz7KZFMr1/L9kmJqw06yGV64QCX7+kMNVHvksoJ3YCKAQuXQ7ux4J4w6m3vM4lcBRBmr4euHpcMXJHpcRPX/s1U2iWvss66ooIWrVPx1AMsSHlpeio6k4ZrNsbxDRaNkdhciYA2yiCvkZ8SbEptjTzZU6HNLgl6cCQTUjSlOHp+AYK2xPmWRDE3kFdx9JeZCaVoF+/zDJZOlm2oEzolcMZ0JY71a811q8tZRKU0tRNaUtfwS54zHKKytLMDotLO8quiOvWhyy8bKlclQS5lr1rtCCaTVu3RAt807CVyNctkzruKXwgnlDdBkrIhJLTle1zCq+OE1qloGLJOBpkmsqSdRKSpC9SWCAiMpTqC2kzUeyPqjkWpy7KcpZOpoqAbk6Y3ce3fTMEFwJGhZNI1rraXRHDdmshQY85UhuSLglcL/DTa9aQyGa8OSV5NwzWmszQlVyUlaxJjiQoUqcpZGLRH3zVKkERyFUd/02hXmS2QDqEg9JEoUyGQy0DxquC+iaaklbj8DI12ShppAzBol9/U6BNpY3/jpeMCXp0SZQTr15oS6rb86SkOHVQjLzp0R1KChOk3ZiSm4TZW+ysqT6hf62bY66ZtaA6gw/yiaYzj4NPlLMmkVYpXW3pFGqiCcpameDXZ0EKvRSUlo3uedTJ2Dw5lcHDom+UscodIX/4kGdNJPbPJGBwapU/KVUEUU1KyRsk2e00p+B3EqxJdOCUIHJjZggnzKhGs4TmChC6U8Kpij0qmpOGvaXm1sl8m1QdDyBfRM1MGmmS86tLmBFXHBa1T0TBI60jp9GMq7hgMe5GRqCm9mnwTp67BqxnjGEcSRYpX1DRc/MWTyrQOjcy4bkjpCwwO3dQrbdRbUUqTQS1fkg3z+rVmj8un+ch5VV8jX/xtqlRPVHolaNSmMnqyQRB4jyfiEpOEABi8XjrAGYiy9rQulMtliROqkasFvubgPSWvKkpajcEhioxeDun8auhCke1E7TPeM8sARL2NpA2hCRwweLUUJZhXOT0Z44LWqWgYzHMqlAJFEs3T1JFqp/loIs+KiBgAnkrDF0adjH8AHVl6lfOjoBk2EhmKs/ymqBHTEOKSzBbhhArCWpOfkNKQ890YryaTRtE8fjkLdd0Ffe7a8VCBJFQDX5bZql9PPmCCaDdmJE42aGFmzuX3nEPfcGhURqJ2utwGDg5pSLZpBhrwnKnirzESX7FH7TWl4MuyarUulGS2DLnaUOmVbMR5O/2pBQ9kWYPlTyrFOynaOm+7MWdKW3esaH41p06k0i6VfsYXpOi1qBQHNVI2NalMYix1VLy6gSNCG8psSQwOcwSxjle5UVDDQNUqXiavAqAoKCdwUOIq+6Zk/NIsr0r2KAj6GqggFUC6I2lEvTXZSEHEvqmyMS2vTokaloGgreAXaQkSW77QQQuuLsxAEDBBrzUN7pIMDcZvrBdW2xO68T5F61Q0DUYjpSCqJZkUQkV/1UI8VfGi17JDmojojGRTKqYnSJSfN/orieY1FXlmGg1G+dOGTNTRjPDbgDJBqO8bl7a29Kr8Kla86RExD78wy6ckvIrxGxuVOSEHGENTfU+arJpErkom6jQVeRafqE1Gf/lr1w3AaKqchU9bNi2sBk15ZSYaBIFoKzKhkjObKBsAgL/PjDJklnwh+GVCVR4aXh0ntE5Fw4BTvqJoniCS2FjaVW2oSaZtmLgA6dEdOvIsE6R8YebSBuA7JUZmS0ub7dDIIs+UkSgycBVOqOScCjNiz3e+geIXjZEI6ffdzBYU78kcOXk2siNQ+hhfrXg1WRJFxL3Al0d/zbIMBW2BXDV6/LROKJNfzOhvGu0Cf0RbEf2VyFWDtpJXJQNTylsk4VVaDyeT9mQqBLQlpaGjv+ZhiZNxgIcKuVp8V08bAPdNJZNWZc7HCa1T0TCYijddENbGdVMebxKqgb8xaXq5t02X0vAjYp2M36TlLRFgGnpF+RMP1xed4Rq48oMaKQd4UtEZE5eDr530QfGLpDxBdsZG8TdDzyy1KU/PL5j26L2NKBFo6twBwTObaopXRTJdN/ufmzn3GWrcbEEG/EEQTWWADbkqaq4X8CrR4D45XVi/rjOZ/H1iOqFyXi3w02hrAiZeuSqRbR2eXC3wm9GFqqyagPY4oXUqGgas9JM3FXq9kU192lpxVf2sIsIBgMu+kknXm1rQsEwZHBz6mtKroU+QJkeWYESbr0AwfmM9OJLeo6aGCgiuW9aD4zGWuJHIjB8F9fKqJvIsUX4NRX83tF9McsBlJxMcQKeT6SSvap3QRPLUJCFRb4BoahYhVwWR545oj9avddPldDaAzAGW3zd9OS6MaOMRxFraSeimXBVlQou/GhsA42sPgn0S+BStU9E04Gk+IuUlMZbQa5UwU4/p1BgcknpIRLuaYS8TpNyJXZQzBWBGq8L4MKItqDv2GInJ/AbudbPum+JQL6oUh6X0LVwOPll6JeUXVZpeMj65+CspQfLyqsQJFSg/qg8mnTY2UM33OPiaJk4AJFelhr0mW6CYga9u7Bc5Y1DR1hzUWJa7cWjXDo1umo9IrhIGrrZUL32oQP1aVqpX/JXcN4o2B7+5rFpDcpU1CKIOHLBpo9eaChNJoGicMLXRC3iqgaRR2y/E02g21VMhOW3XNHCbKk9IJK2N5o3+dgxjKZV2/VrbU1HGMSXPW5vylUV/CdqSZ6YaoycwUNHrrsjgKP6KenB8s/+ZCkhi2HsbKZmGGi5P4Kiu6pllEtowoi01Eou/6hO1ldHfwnnPZYGijL/HjftWluoJIqgS+UL2HokcOYmBWtLGGb002vi7mhJFgCZLO1NxMa/K5apx3xhZuYo2dgQl+ojJL5TtY78fpD36a06eSqONv9vUEApJcM9waJ4EPRWtU9EwyBqd6tcdgeIlhZk6jTbh6Iw26l1FZ5JJ14IU+FFQvzBLo41TvvzSiPq1xgmVl7O4tDUla5NT+oRDIylnQca1+pRiSVmHJhOqrTtWjF2UTbWxDXPuHh/RVjg0AEJeHf01h3ck4hK8WqyJH7RgR57Ra9Gp1tUz4w8tMR0auSOI+38mN9mOcEInxKuUfOHJtuKvcd9ExrF8ZHXh0IxwN4Fcxd+VlbTWrzuCgKzGCR0ntOVPDYNWkGqPe6+jv0moBh31iFDFyMcM1R2rap6FkWfJgYU1bUnJGnJouKU04BPiPEGMmxllgrSh6K+yMU5zqJeWX1LL3bQRteE4eFVg4IoaCsF9ZlzFK56qV9GWZxMBZP1i2HnnZq+9E7sE941b4khFve01pdDuGI6gPOggoV0EiuTZa1O+8GgDICeUkdOrGpY7UOvCSWXVqnHZzZXLcR2DjoRXlRlgtVytDHtJ6ZW79kkFZMcJrVPRMGjrracUCgRANsqu8ni1Do3CSOxkwE4/msKsoWie4p7j30zF38hxtgCyOlKqRl4VzWPwaklbMqaTct7155qk4tavNbzaAT6v+srl+HXH/KZfjK8aTwp8wxzTljWo16/rkY982pL71lSgSdZ4W782+2C4tPklJb6smqqnQnkAnUwXKs6iEd23+rWuDwY3S6fS1vEqnTlPpV2/1gS5OgKZDlCvs7lyOT7trMPPLo0TWqeiYTA2ZeLzpUZd2u+n4osmPxCNt8kCBb2WNEtrIgV6BVT8NQ6BE6V85QrIqFNXGOY82lDTFpUgEfwiUQKKAwsltd7jKGfR82oibcPgcH8zBRdAyKtGCZL7m2HanutW1FtznlmdhZWfeg+gm6gDgEdlpuLWr/UTdUbvTainYhxN4lxjqYNKaSTZAlGwBtMXyZdaJ3B1odaG0DjvjTk0wJ9G6NOFMmfK/c04/ohfmgrICmh3QNZvNi5onYqGAdfmqSd9cBUv6OqOmzsrgkMbR9RGtBU9FQW+gDa7RADR1qTpBXXqfiEuoV28lvVUNFP+JIn+mgbuZIS4EVFTZCM1pTgyQ83jhIpKkJoyElNp4+sucfn8IokkkpPKhDXy/DHAvmfGcwQl5Sz+xv4k9NqhgQZLgZOzciPawv4fqvE2FZuOPEtkWzbx3gLKCVXzqmSPN5RVk8kXuT7SlCgCyM4WcQdB8JzYcUHrVDQMHYmRiMSWplnaEEYSj1eZJVGNsoNMYNj7hBk/SsE9BE4fgXUFqSj6O2EDFeNrD2nSjNHTl43pelH4p6A3F1Hj82r9WnNeg6w3gOZV0XWrenDkexTj66Y/SfeJJMsCI9r1fZtcY3/t0HB14dB73RrZloRq4Gt7cFTllcAf9a3VhUDeN8EeFwWair9NylWVDSA5N0lT2mnIBw5tGOHzndBxQutUNAyGkZiI01zUu7lpPlzlhfFFDo1gY+Gvace6qiLPSmGmymwpjGNcu8uJcJRfVfdUSMqfFCUCTRlLhdIHFm1v9JeZ5jfK5ZQlAty1m6ftJqGqedW8bgGvErJN44TKZ/+P3hP0wahlW8WrabTN6G8z8kUzFEBMu+oNkOhC3QnJmsl2+lG8csNedHivUhcOjfLKZjKhXNlolMsx9EmlCxuTq7KgRVv+9BQGySg7vbddMpfscCpVHSla41TVU5FMuhaaWPkpprNw6JObWmEc499Mxe8Ior9afsEjHzW8ikcfqiakCBxgSXTGVy6na64XPDPML0nYPkNNoHgV5zWYWbVJOXIwoi0t1Sv3mTLyrOg9arasg8frOAOs1Ufc6LG2FFhzSjEuj1RnYQXOu2hKGnXfBLQlB/dRxrVMtikCkwLj2u+E8miLZDp6bUwLS6WNnKk6EJ3OL6b9wrf7xgWtU9EwZDD5kWzaaB41zUfSWyARpIAMXC5+Y81p+L5pFa+mAVUSeRb1khR/JfXWWmMHg6z8CfGLokRAc3CfoQQEmS3TGeMHDvg9OD4nNAndNOxhsvxiKF5FFrbTkczfr19LZFu5HbVOqIRXcTlLU423ukyo1qHh0Zb0sQAgXajZJ6DjVVngwKMTFMa1xgYAYBi4hkPDo92kDcCf2tlkwISXHcL0zaBFOv64oHUqGgZ1XaAi3QxNRmcS0ak0vehgLIFDpDZYqE0toa2sp1SlujOJ4kUGC/Oea8sytPxSNxQKyuWMZ6YrEdBlKrT8MnovCTNQIiChXWWH0mgbz9vg1TR8w1ATlerJnZKmnlkHyWVZRk9+Jot+GqEuyMU1lihHzl5TCm1tTwXOjMl6GyXBPQ2v1q81B4NK5KrWsB8SvJruPNcvZX1TiDYo7A+1DcDDxfQlvDpOaJ2KpgEb9qLmNE26WTdHXlYiUL+WNDMOCSEuUfrm+R7MTQ2yesoSZKnPAtTlcorTdjuie16/NoydJGx9Zqtau2D8oJdfRIp3RDtZ8davp0SGWvE3A35EzV+qJ1f6kiimvtabhwtgrp07IQV/TRuJ1DS/ik61xtFf9j6pX5uyjYkvMJYaa7yFDDJB82r9zOSGfSawATC+mWVJxfU478nDYgrQTp6SnQdDydVEPkevVae/A9T8MiEbwJCrirL1tqfiKQ5YIKhT3UyBIEkfFvh5RVsanQEw645FdeqKZmlJiQAdIeELM1mTFhII7BIBD232iFBJg7pH6SvwxXXHzDpUX09FMr+M/sqaQOk9rgocTIpf8HhSrmxTnnjb1KQyo1ZcxKvKSUSaMqDGsrDaZ5aETvKq6NR70anWLr/werbQ2rmyUVuqR5wHIzqJXNHjJ7lv3p4Krj4C5ExNqK9S5/jXrxFp2cF7zIAHpm9kxhjlU+OC1qloGDIBg+g9/RFtEKQPwWdcp+HqI9dyQexzKtKVCBLiCuNak+HJgF965StP0DQcS3hVY+wU+OVEnTTaGF82pcTjvLMzPPw6dW1ZRwnGPmEaOwAWr7KfWZNlgjx86eF3GqNB64wNyT0+mYBJU03iIn4pcQHvkyTU5jIVmaQ8MkcRe3lZqppXBYeZ+XmVh2+MxBfsca1cnXTZF1D7RGADyCotKmy2fMD0jWxkm6l46oGIuTxRTFmz0QhXkEYzamAnlWUphRk+p0JgJE5pa+St9+LI9UtRw7LhTPFw9YY9ERHTRjEVU0pkkUTBfUOvRSUCKufbw6tMpwSXrGkdQW4kEisv/VABHj7uS5DO/ldNQVL2VNQlSEmozZazsLMF9HXL9on7m0Fc9FrkVODBH4pofweVAUnOHkKPTJWVk+hClU4A3eQpSY8fVaIo2ScSG6ApuSoLirrygYdf0pYd9DguaJ2KhkHm8davzaa8NJqammdMX1RPiV5LouZDQhAPE/McBm3FmQmSsg5tH4wxDk5VgtRQY5xyipEmqsXrwalpq+6boESAaliW9Rbwo95NRZ439kRteX2+ZCKOH5+HC9DA2tklSIi2qA+Gcr6TUAPZJblxrA1ScQ09oyQkVZ8YkWf+2qlyFABZkEuTCd2IfVbRlvRNgcurXIekoD1pXq1fy/pgYERbyC/USNqN9ylap6Jp0E9/0kXEZCczEhGSiRlLMKLNr6f0TikRbOrGxnQKolqqEiSjQT0Rn6iRl/CqMaZTFM2raYvq1Bu6b/xm6SbHuk7AQPXQnnRvgLqMR1X+JDFYtPIF8XpjfVM8fFzOIuuTkzjfxV/JKeg+R053mncSqhV5lpQBIblqROx5+LLsdXO82phc1fCL9ro1ARNBWakRFFX04OA1xYDM8DwJvIrWqWgYRCUl6shQSVt6MuMIX1vfnwnWrhr5WL+W9FTQ0d8kVL/yEzwzLr/4jR3ufdPN7jcUUHI0sPiLDxw015SGr50WponAmrW/Sajj4dUJnWpN33M+7QwkJUglru7wO5nBUr/WT38a4Qqcd5WRCPzMuTcLKyhZU42z1Rz6Z9xzvnwoeNV9P4xf4ta8yqFPNt5OiFfNMiBulqSZoMWTRq5KZJsii4vlKg8f7XGBbBwXtE5Fw6AdH6g+wVRUUoI39eg9ttKXbmoY0dbVU2rPHcjYCkSn/MbRoK6ZOiFSvIoMD+ZVCX3tfdOfqF28lp3Poav9VUXctWWCigwNLq9MXjuR4ufQLr9pOMAi+TLZ++Yr61DxqsShUU+ekuEC2GOfk9A9zrcsYCId3mFHnkVZlvKQyUn3VChsAACZTKecqY0oBebaAENDtkn2uJZfEG3mfRsntE5Fw4CNa270FWDyh3I5+MI6VEy7oJ9G2xytav5mnHb9WjQiVGGgqnsqRn+lM6or2tponoJX8TPj3/NMJEg1a8f3ZyMn6shOvK1pa4YpiMrlyHvOV7wSJxYwbW5ZBnqNnTFZX4MuU8Evf/LwqsJ5V0e92byqK9XLRNc9wgVdGbJmxKhdI8+VrUZvo0AfqYeWKHhV3S8mzA45tJNlBOH4S4J7Cl3acfiFR78j4NVxwqZ0Kq688kp4yUteAqeccgq8+tWvhttuu8373Y9//ONw/PHHG/+dcsopxnfyPIf3vve98KIXvQhOPfVUeN3rXgf333+/aG3q+vyGGo4lghSwwSI48yBD3KQ6ql5gsEgOFCM35YR7KtQlAkZTXho+ICHOrgM1jET5HHo7U8GORAII9ln9Wqt42Qep+XhVFHmW7VEAfeOtZtykWYKUit+MM2XgK7NL7Gee1YpWct/008IackIlUW9FT4XscM5armrG+GYCuQyAebV+l10KDLoMspnZSkJvbI9LePXJYAOYwb0kVCJr764pBd/JVCic9yeBT7H5nIprr70WLrzwQnjTm94En/jEJ+CEE06Ac889F/bv3+/F2b59O3z5y1+u/vv85z9vfP7BD34QrrjiCnj7298OH/3oR2HLli1w7rnnwtraGnt9RvpQ4vFqp0ZoUpeSaJ43UyHfWFKDpXo/eXoUofySIxw1TLqnQm8k1rS5jflD655LlV+WlQn+8ncFTomQVwEaOLBQYbDoD1KT4dq0uRPeRGM6LcO+ikQqyr6K9+P4tnxobGoWN5II2rIOedDCONWaOU2woK0t1ZMHTCTGNdVTkYpvB0ykulSqC+u1C5wx9FpdgsSUq94eP25WDUAVMFH3VDB1oRWPlfdUCHtwjIAu85mNEzadU3HZZZfBa17zGjj77LPhec97HlxwwQUwNzcHV111lRcnyzI4+uijq/+OOuqo6rM8z+FDH/oQ/Pqv/zqcddZZcMIJJ8C73vUueOKJJ+Azn/kMe30dgaFmCARsHAuiDPzRhZbSZ9eh1pEh2doxbWDR9tbnC8o6yqVvTMp3sgYHWestkEVFtqD8zTScytCynxlzr4iyJOi1tpxF01Mh4VVT6TMNLfTaiGKmkW7MmdI5oXyjwW681WSXdGcmYNp8510WeYYRbeW0sEmfg2PwiyDzTgSKANL2qTOEgumEDr28moQOuNSv1keJqEpeBeK+qc81SaVM2QACXpWUtFI9FdL+Qu6p1l5+Yds/uhLqpmFTORXr6+twxx13wOmnn1691+l04PTTT4dbbrnFi7e8vAwvfvGL4cwzz4Rf//Vfh+9+97vVZw8//DDs3bvX+M0dO3bAaaedFvxNH5hp9jQcM0IiF8R2GixN8davRXXLxqbURCkEzhgREQOYTORZO/GiEmaQCWpY69ey3oARbbUg5ddrD4nnDSBzJLmlND7DPt1ggYp2c3XqPAPVLOtIQm0g6g0j2rg3II223VMhLUlx5Us6boGvyyCrnVBh2ReA1PlG/NLYJKEkdE+pHm/dJX5T2YKUS/f3VCSRNveJUrZp9NEUOiuCfdYVyK8bQNv/ow/ISgN0HQC27eT2i7nvh2m76y7w09Zt6CNFcLBpmNroBXBgfn4eBoMBHHnkkcb7Rx55JNx3330kznOe8xx4xzveAccffzwcPnwY/uqv/gp+8Rd/Ea655hp4+tOfDnv37q1+w/7Nffv2sdfY6XRgaqreGFNTcb8Nb8SpqS50sgwGeQ6QQRJ+WUfSyTLj+92pjsGsFOCD5qa6iLkTaVdfzwCmp+vvdzpZEn5JvdvFTeI62lmWRrskPtXpVEZDnqfRxvd1Zrpb0/Zcd3koED4cCKC4T+V7qbRxA+P06BkP8xwyLr+gteZDCa92nH9HSY/um32fut1OGr/k9fe7TNrcZ+Yj3u1kNb8k0sb9RrMziDZ6Zj4eqQhBUY5S8yr/meHrTpYv1VqzymAZptJG1zI1hZ9Z4j3HvIp+q9ON4w+GpqHF5RcsOqen6vvWYfNqVtHOQfvMstFvpj03fN/S5Uv9egbzaofHL10sX1LlKiHbCuI82p2OeY9S+AV/X8MvthxO1oWlPlLKNsyrybJtBN1uVjmPWl7l6qOuQBe6+ghgOGDQRr9j6yP82xTg0sDuVKd2JAW2E5dfbCey5pe0Z5YqPySwqZwKCfzIj/wI/MiP/Ijx75e//OXw4Q9/GN785jc3Tm9mpgtb5maKf2QZ7N69LYqzb3G9er1r5xbodjIYDHOYnZ1Owp+ZKR7j1FQHtm2brX9r11ZDEVOwut6vXm/bNlcx5PR0N4n27OhaO50Mdu6Yq97fvnMuCb+ErVtnYba6jlTa0wBQGDu7dm6paW+fTaM92odzW6Zhbq24D51O2jPbsrW+z0ccsbV+f8tMEH/naJ2lQJqbm4KtW6ar9aTQ3n5gpXq9a9dW6HQyGA5ymJtL45epkdKZnu7C1tF15JBGew1FvnZsn6v4a3pmKgl/bvTMup0Mdmyv+WXHzi2we+ecD62CUpRu3ToD0yMFNpXIq3NbZqrXR+yqn1kqv5TO3JYtM7CyXtyITqeTxi9baH7Zts2lvRPxsk17dm4aZkqlkShftm1bJGnPzYV5tYRSJszOTMG2rcU9zPM8CXdhbVC93rFjrlJms7Np/FI946kObN9uyrYts2H1tbzaq15v3z4r5pcsA0O+7NieJttKo2HLlhmYmSn687rdNH7ZiuXLLvzMiv1D8QiGTilfZqdhrrxPyfxS097NkG0V7dEznsH8AomybaHuY9y5a8uIXwbJurB8xtNTXdiB+GXnzi2wdXTvvNCtDeId2+fq30rkl5mZ4venuh1Dtu3cuQV2797qQ6ugjD1v3Tpb6fRuN4021kc7dtSvtyXKttKAnpudRuWxaby6be9S9Rrz6patafzSHemjmZkp2Mrll/nV6vXOnVtGzlUOs2xdOGXIl527tsJ0xDhfrUUb7NgxVzlzM9Npsg3bbTt2WLowwi+DQa2It22bRb+Vxi/jhE3lVOzevRu63a7TlL1//36jTyIE09PTcOKJJ8KDDz4IAABHH3109RvHHHOM8ZsnnHACe439/gDWR4b6YDCE+fmlCAbAoUO1kbi4uFoZu8vL60n4qyPlmQ9zWF2pHZT9BxZhBkUtSFzkVKysrFVpv5XVXhLt5eU18vXBg8uwpRv29AHqNOXa6nq1UVbX+om0i2vNYHTfRnBoYSUJv6K91ofeeiEhev20Z7a0VNNbQrQPL66S+N1uB3bu3AILCyswGAyh1x/RWx/A+sih6Q/yJNoLCzW/HD68Uhkvi0tp/FLxZ38IayPeGQ7TaB88uFy9XloW8Aviz+WVml/m55cgGwwoFAPyil96MKz4JY320lJNbwXx6qFDafzS7xf01td60B89v/XeQMUvC4drfrF5BEP57/X1PsCwUHaDRF49fJimvbS8lsgvxbX2+wNYWyv4ZZDILwtIti0trlXh2OWVNF5dG+2N4cCUbQcOLMHWuZhTUcu25eX1ar+vrqbJl5JfMsiM53fw0DLsnAvLVYA6U7K+1oPBiLfX19P45TB6TphXyzVRPIKhki+9PpRiuN9PpI34ZRG/Xkzjl3Jv9PqDSjcNhmm8urBg0i41SKouXEO6dwXzy/wSrEWcioOHTV02HIXsVxNl28pqQW84zI1nNn9wCaazhHKa0eNcRbpwbT2NV7H+W0PO9AJTtvV6/Spj0kvkF/zM8HWn8kupj/r9AayX8iXRdsK6cPHwapUtSOWX9V7JLwNYWcb8EredDh2qdeHyUq0LlxP5ZRXpXmw7zc8vwUyEX/po76+urFfyZS3Rdip1zThgUzkVMzMzcNJJJ8ENN9wAZ511FgAADIdDuOGGG+Ccc85J+o3BYAD33HMPnHnmmQAAcNxxx8HRRx8NN9xwA5x44okAALC4uAjf+ta34D/8h//AX2Re/Q8Gw7zarCHA3xkMh1Uqsz8YJuEPPMWuvfUhdCBs2Pd6NW4+rMtTBoO0tQ8GZY28WcfY66WtvYyKjKq9it8cpl53XYuJm5t6/UTaJU6e17QTr7vfR5s+x++HaQ9Gz7ROX9a1kUMBvwyHuYBf8NpzMe0c0R4k3vOSXwr8+v313kDML8PUZ4YEMa6ZTeWXnKKdyqv4uhFtil8GxHPEvFoyzDCX8UuWFT8T41WHNtQlGiV+DHoO7RGv9tPWbtKuX6/3BnXGxku7dlJzvMeZz6y8X9Xvpsq2Yc0v5TNL1gnYYcjd9ykeoWhj3FTamFcxvkSu1u+l8QvFqwDpsm2I9BHYz2wqjO/wKpRylakLM0u+JPJLJV+GfF7F/II1PveZ5ch+SdYJSrlq9D8wZZv9zMqKpGTZhnkd/26K7eTh1SFTDxf2i/m7MXws24aGbEu7b+OETeVUAAC8/vWvh7e+9a1w8sknw6mnngqXX345rKyswKte9SoAADj//PPh2GOPhbe85S0AAHDxxRfD85//fHjWs54FCwsLcOmll8Kjjz4Kr371qwGgeKCvfe1r4f3vfz8861nPguOOOw7e+973wjHHHFM5LhwoRmXKG+MkzUZ4FB2uA+aO0RM1M0K9MWQjZWva0uks8ukJJW3+Sb/qRkpMO+PRxiLDWDuzs8645yP6uMGQpO1tZuTdNzzpAy0pdemi6Sz2PrPXFANy9v9GnP4unJJW4EPVs6U5bReguO+xni23sb/GTQE8qSxjPjOzUVs+1lUiV218Pq965IuiYVnSXK85XFMyCdFsfpUcQFfrI50u5OsEc3qTQCcYtEf3TTIaXjQ4pN5npVsiG9UtH69unkuShErKNhbtClfLL/KzRVxdGMfH9wcP0HgyTH/adE7Fy1/+cjhw4ABcdNFFsHfvXjjxxBPhkksuqcqf9uzZU9WTAgAsLCzA7/3e78HevXth165dcNJJJ8GHP/xheN7znld95w1veAOsrKzA7//+78PCwgL86I/+KFxyySUwOzvr0I9Bx1AgaTjesa6p/EEoEAAZc0oPM7NHyvIPgZPMwC/+yoU4NpZkwghAe9iQbuRjR7B2Q+lbU5AiNqIBGfAnMJkKROKMYaNBbiRqJ0+xHUH0Nc0BlxJedRTQqO44OWgx+ktNeOtEShwdw57N6y5ugZ+wbqz0gT8hxTDyBLxKjQGe3IQ31yHSO9982upzTZhjOqmgQ4GfoguVctUbYIvj+g3UJNIGaM8uAuYzG3p4lT8aVTLOtn6tOTzP0QlM28nUR0mkjYlb3Glh9rjsJ9OJ2pvOqQAAOOecc7zlTldccYXx79/5nd+B3/md3wn+XpZlcN5558F5552nXpsk8mxsDHQQiuYAFwCZMJMaiTi6gt+X4HOvG49zA0hfuzmjmnfd2pM8jexShyeMtII0GHmOpHxtQco3ruWGvTNGD00LSwHDodGO4lVEnruKfSI5UIyMwA74+PbZIvyxi5IIrGtwpNIGZ58wcEO0mdkpI9Ak2OONnRQs4NVynw7zdCeUCvbkkJYJdZ1QEK1dZtibtLnRXzPA5q6JRVsoVwGkY4CxE8qTL+DjVYEe1gfYyvfTaFNyNRXfoA38LKxpv+h4lVvdMk7YVOdUbAbAm1IjxDn4hnGMnmiaoVa/ljlEck8ff8+4brZhbgkEdpYEzagWREg0JyR3QK44AeyoeRK6N8PDPlBM8Mwq2pCxy5/wV0Qn3hqZqfp9mTMmc74BhFkS4yA1Lm4Noqycsc/q9/nKD8vGJNImr6L32dG8BuWL7IwNLq7PCeXJVa1s05SGuo5gOm6Jz9alo7+ycjmLX6r3k0iTWVSANH7zZkkk+qgrL0HS8qqsFNh1aCSnv8scwRFtgAZsJ25QFONyadv7xF3TRkHrVDQMOBon2RhmNC8NHx90xC1/0tcFlrjao+aRQEjC9CsvGW0urk+QJqHTKV+mE1ng6wQp93TnZrMkvGfWJK/K6o5dfPXp74q1S09+nWTZmHug2AiXG3QA/n3zylXmHu0gpY3fj+IT5ZWy0991RmIdQU1C1ZcBeZ3QhGeGXmeA71sSaaOngm+oIdqKfSZzpkza/IqBZpxQTVATYBTsKWkrsmqS3kZ9wESnj6SHkjr8kpB798m2J0P5U+tUNAyGAlFGnidTd1y/ljT8GBExZomAN+Ku7qlIQvdEngWRIWV5QimGRSewg6T2t6RtGktcQVo88/L9JNJmCRLbQK1fi07rJSJiBX4SupXZMt+LAdW8it+P42uUvk++pNIe4YIks1W/lhjXFK79u37aDclV4envdFlHEqpp2CvLWTT9HCIDlzjNG0DmhPLLDF3cVHzv6e/c523ziyhgko5b4NevzZ6KJHSzDEgYMAEwDWSuHsbOew4S+YJ1Ao+2LGBi0WYP0KhxufpI60yNE1qnomkQpQ9tfHmERNXwk0lSviWuRJDWryWTPny9Aez0I/ANVNtQ4z9zN0oh4RedIOU39ntpJzs0vmcWx9WmfDURVExHlKHB182c9IFpSzKhzj7T9C7hEoGkoAU21JRGItsBrl9rs2qyHhzCWFIbiRPg1QaDPXxHsH5t0BbpBN4z82cqkkhberh+X8Kr/Ox1/T1RkIsor0y2AdBrWbN0jatxxjrA32c42MMdHNLUpDK3p0LOL6k6YZzQOhUNg1HDmqcaamaEhJ/yLf5ib7l4X8GcIofGfT8ENg1uPaUR9RY1S+OImvmbqbQzsOsp0/BxozbXwHUjQ+m4xQ9g2jzF6zpT3KhWiZs1Vs6ibozjKl4AgSNX/JXUWxf4lNKXGolCJ1ak/Hy0k0h7M6GigAmzSdznhIpqphtr7OfJtoJXR+8ll9PWoGmelTmCOkMNy2V+s7RunxhylZm1tyeV8bPXNa5+xLmcV83sNZNfgJ+VcwaHqErW8PspuJg2sG0AQ66y+zlox7/NVDwFwanXTsBxPH2psQRmpoItSEFpJCrShxJhpBkHh+mrBGlW/wYHvwRZs7SJzy1vMKIzTCcUA262lkXz5AYqgKJ+FvgOTfG9Eb7AkdNEUAv8EW2QG1oFPnJKlA5RinHuBi3K93XyJQXdrM/nlyD5p7MIjCU27fr1VFfBL8qot1EGJNkn7Ohv/doMWiSRNh0athOKaUsm22FcPr8YtMXyha9PMB0zYMLnF1nPVokrqTjQBS289gtXH6FgD3eABi6Bdn7XA06AjWkDjBNap6JhcFKfE/A6/RsjARe9NhRQEmUwZnPzSwQ8wkhiJBoOTQquRxixxwcWeNx6SsMhYkdnfEo/ibTXwOXOcjejM0wH2DYS2U3iKPKsdGiS5TCxzyQGB4CE39xnludCJ5QbtMCDIJh73NvMyL5u/eFU/AxPiWsbqEnopFxOz5KgPS7IwgLRJC4ur5Q2uNvOO1MhyYzrEleXhZX0VBi9JBPOknivO3nqSYkved71a5Fhj20ItmGPaTc4QCPFbkOvVZlzaFKuJpEeK7RORcMgqVN3UnhCQ81O4WlGk/FHhPLLeOyolDSSaDtyEkOrum62ICz+LVUCHRQRS8U3viISpCWqfpa7fEynXZ/Pu27JSFl9T4XrlEii3gAoK5fovlOTp4rfTadd4GsMFv5EHef094YcYJGBqnLk6vclhl4tXyRylR/1pmrFJYMgZDqhXrwpl/m0dUGL+n1upgJA0nBc/JVk7ZuaVCYpgTbxJbyKn5nmEFu+Q+Q6gu6awvglbTtoEccdm1zl2gCoYqDNVDwFQRvNwyVMmohYQVvg6bM3hsLTt4WR0DjGQhgg8bo9p5hLopjlGvD7cXy5seSsXagEMrAj9nInVKT8uLS9qW6uwSGL/hoTnKSTPkZpbm4UFEee2RF79NqMmidS1jwzS+lzDY56og6wnSnH4GjISOQHezS13tmoPKIAjUOkHgShzhbwjWuu825OtkPPLMF5z63MuViuIl7Da0rBrfDZwRok2xROqOZ5V/QVvK7uCWWuncro4TUl0waNI2j34PB4FT/ztqfiKQhYAQDwIySSlK/RcGxsjHTcEl8azXPKWZKcqfq1RPkNq5wtP9XdpDOF/0qMTO4zsyP2/NKKEW1lNE+W8i1pm7yqGymbRFrlfBf4rnEtySYCSBqWwaGdSt8XzZPUyDdWniAyrvGaJPySjou/Z8vV1EBR+TUz4p5E2tgnAJJSvxJfN1o1AxDvM1snyAJN6bgY3xkEwSyvNLIF2sZ+RT+HZtqX/bthfDfgkn7Olu2MyXhVNgXJsOzZvFoHLbS8CgLHv8Tlj8S3+YV7FMA4oXUqGgbH6xREfydZnuAwJzPybBoc+H3edeOolGy6CqKtmAzDFkZlpqKhqROiWnFuBBZHvbkZnnHxKtMBNrIkiSVE3l4SgaHHHx9Y4pb8MvpNtvPO78FpyrDvgB1JTMctaPONawq3oC3f45rpTQCp2cQaJKV62DjGf7WDAWQ9OOm4AKZ84WeQMe0Gewu4zpRBO4k02icN8KowuOfoE5GB664pBbekzw9a4MCBMsAmnDxly9W0gKxNmydfzOyS+34ImpKr44DWqWgY3INv4jiuYc/19D3RGYXi1URvAdKEmbenIv1IbQCgIok82h2RIK1pl7+RShvTd6J5XKUP/Cklvog9V5AaTX2CZkY+r9avjSyJQnGm0i7wkfJjOnLQUA9OEw3Lqp4tdpakfi0ZxmCWnMkNDjxhRXYwFl7T+OXq0JEvo/clUXNuk3lu8qp4gIbFq2nPDN83SdS7vG+mA6zrs2Ma1052KI7rlavsgIcwC6tq7LeemabHj+m8u4GmjZer2t5GSWaLy6vjhNapaBhEEXsLX57ylURIMG1l/azKoZGUfSFcdoQD0QaFkQdmpoLvCPLrKf0RNUF0hmtc20K8wk0iHXBoBPzCjCT6Jm6lCXG7nCUdt8Cv143/qid2iYwlrnGNcBV9U0UENx0X4ztylblPOliuKjMVmnvONRKrkdXS7JJAH2FHDv8V7TNNtgBQ1FswCAIXIsumMDIDJliu4veZJSnGdQucUCPbICrdqnmV31sg10e28y7qa2hIrkpsp2qPppFWBYO9ZeutU/HUA0cBSepIFdE8dU9FQxESfiRRJ4wAeJECnzOVLkhN2lzlZ0ZIeFEtO2LPrafUGInm7H8QRKV8RmIKrkWbGXGvcXWjlzuiPWrz6uh3BU4sd+1ujbz7fpg2UrzG76bg1q/NCKzAsFc4UwCCbCIedWkYqHFc10AtcROvu8I1DXt15JrRBFrxalMDNNhyWZk5Zw9MqV8bclXphIoCbIqIO/4rmU6nPWdL3FPRQF+DJtjDPbBQTxvrQo3txM8OjRNap6JhcJuN4jjeyDN3hB/w6ym9aTRBOYsmfSgbo1f8rbMF7u+m0HYi10nPrMS1o3mTiM54+EUZnWFneAwFwoyIOcYxX/Hyo5g+h4Z/z6XR/vKauY6gEYkU7vEiAso3lnwlSJrorz4Lm4SOaGvkC7/vyam3FsoHafkTVc5S/G4KbRjhlrLNXFMcX/7MmjOum6tTl8jVxoJ7zOdd/4bcedfLxhGuIODCnpqFXksGh2imZmn3uFkC7a4pBFpeHSe0TkXD4NaR8gx7s76fS1tQGqEe01niSuoh69cih8ZSvJx6Sl9PRSq+r6cidUynr3RrEie/mlFMvCYubRCM6UQGh6J+1syq8a67zOhl1fuCe86mXV93uQYA4T4TOmPyqHdtXRvGUsqYTnuPM0sEzCwsfp/LL/yTfgHzqsYBBkn5UolrR56ZznsmGdNp8qq4Th20ulBRVmodvCfp/2HvcYyrkqv8Ubq1bBv91QwO4doQtnHNdYg8+khSCszd4806U9xAE8JXZfTacyqe0uAoIM0kIpHHqzVQZRujCcUrjno72YI4rs/TT6VvR/NqYyl1U3uiM4IoBVeQVpEhMI1EUXaJGZUyhTg2UNNxS3xNJBEA77N03BK/cvyByS9g8io/O6SJPBd/2T1bmDaz6det/R39JjcLa9HmNzPyy740ZaV+xz+JdIBX+QEX6RALR65qdQLbSBScz1HhWtctKGfhBrm8EXdNGY9ArgIAdBXn6Gj2uCgw6cmqyXpCy99MgyZ71aSGveS6bblaD6FonYqnHOBaTIDEFB5mTpCnyrEgTKXtCATNSb9qxSsXRgBo7SJPX6iAqshzOm1MH09vstflA98oO1GztLDsq8CXl7M4TeKSyJCi8Rb/1aS60/FNXuUYLL4oZjq+TVsWeZZl9OrXsj0+whVN1TMNVFXpVWMjq6UBk5J2Ero3s8Xp8evYclUS5FJN7JJnI5vIFkizibZ8mIgu9OzxVPvWbPR23w/Trl9rBkE4tpNIJ3D3eInLn9jlZCOZz8xX/iTiF6YNME5onYoxgDaFp0ofKqJ5khKBSgEBv+7YKxAExjEAL0Lii0ol44/+uhNSeFEtSS2nv56S74wZ1y0YKiCdauMKcbnSlzTGAfAi9rZRIz0rouIXRuTZN8UoFb8yzJ3Is8C4Fjo0xQ/ISwT0xo6klKbElTiR9etOhsbZCjINABLjevTMwOJVhsFiZ9W0pTTcyTQaR9CWq9yBKcZEHUE5C9ehccp4OlzaJa70mdX4/Ig9LVfTndCK4VTOmHaABtsJRa+1mXN2oMgpWx/hMvfYOKB1KhoGiQLC3JllUKd8BczZnIGaSrvEtUoEuJOE0MaQjPAr1wAwmcizN/o7kTGd9WsckRNNZ1HyqvT0d5tX02qeTaXNrTvGkSH8l5/qFiggW/Ey1u5zpuS03d9NoW9nC2T11sVrtbHD7sGRnDtgKv2sej8dt8TXODQAWiORXpcf1yPbRIGD+n1RWYewB0cy/cntqXDXFAIj4s40EjEYulAQpALgBS1C5ZUc+VQNoRDzqlyu1vhcJ7T428gQCkWWRHNmk9H/8yRIVbRORcOABSFA4qZEryUNYkbtrzCCCmAaDZOY9AHGppRPT3CnlKSQNr8krlO3Jk9NRojbkaFmnlkK+tDiF7kCsft/0nFr/PJ9/nWXvwHAN+zdGvt0JVDxKuOZ2dF+9aQyTRMnW7b5ghYToO3Z41L5wsni+ng1lb7Lq5BMG9OXREG9clWZ2Uob01m/Nva4gDZ3j8KYeDUF23FoFHIVABu46bglPtcR1ARM8AIcZ0xgXJfoyc678cxlNkCJy+8vlNtO2j6WcULrVDQMWZaxD75xmxm5Hi9iTuL9FNwSX668JNMT6tdG5FnQEAgA7HrKEhxBynhmtoEqavBiRhLtiLsqksh+ZtrIEFb6iLbEuNYqXgav+4zjAj+FttxIxN9w+hoENfKa2l/+M6tfYydUErHnG4mINjL0JKe/A/DKOnzDFAB4slEyhALT12S2xJOERn81tAt8jWHPd+Rsw17Dq5p+sQ7odSEn4OIzUAF49kvt0IzeZ/cPScpKresWTlmz+xpEWTVmQNYnVyUZYC6vjhNap6JhcCNqAm+7ocZbVRoteWOYkaFMLMz4M6b9ilfuyKXiY2Fk0o6v2yeMkmnbDeqaCAmXX9Brk1+SSCODRcCr6HUHQFB3LFdA7j6p/80xWCQ9OL4paen4Ja5JWx95Fhgs7Ibl2sDVGIlGv5hArpa/kUrbt0+K302/b5Keijy3Tn83eDWK7ly3tM/OCRxwMzw4E8ouKwVV0y/uEZRddzN6eBK6EIPrCHJog0Gb3/8j712S9jbq+sXq12b/TxJpvx5WTAtrpz89BcGZziKKzrjvp+C7wiwdt6bdlOJNxy1p8711S/FWG4tLW36SZ22gcnAt2sKSNaeURhIZUvAqNvTYJSUgLzkDkKWb3bIOmROquW+24t0QXq3uW5w2pi+pU7cjanwHGEriGzCm07xvnGCPaRzbDlE6vqS53nC+LX4RNd6W9y2KWeIXf2VnRdhOaDou/l6TE5iSA2wYtyFeTaWPT38H4JY/mbT5WTWTttx5F9gAVoCt/CuaksYOyNK8qi4FZsuXWjbmkM6v44LWqWgYOpbXqRFmEmOJLcTRa1wGpB1lx9+UklS5+W85bXlkSRTFHJeBKokMsevzzWcmj2Ja0X5FY1yyweGUs5T4Cbi2cSze46XSL9+XX3cqbV9PhawHB/+unNdFZ2Q0ZCSqe7YEU9K0jqBKtgkHQVRGoiK7xA9y1a8N+cJ+Zg3yKtuh0fOqVB9JMlvO0BIklzmlOG5wjyuXNedsWc6UOiDLsz9kfTAePa4oQ+bQHxe0TkXDIKlTNww1wOnmNJrYWOLSdiPPvKg3jgwByCP2RboZC5R02rLm1/q1beCmKQFa6csUiPu7IfA3kMZpY/p2ZIifZZGkujFtnRCvD/xJIk2UdYxoC4xEdjTPcmg4xpJbxoM/S1+7Q5ud2eJPeHP3mcyh6VjnuWiMa/Y429G/NeWV6sZ+RgTWuefGuhLwnfJKrrGEaAufmUs7ibQRMJH2sRT0M/VY10q+iDI0Ol0odkKBL5eH6J4D8A17b08FQw93LH7h9jW4vY0puPQeT7Xp66y9yS8pZ4S5jiCPX8YJrVPRMIi8Ro+Bq0+jCQQpU4jjchYATUmJQAFVNG3aUVR1T4Vbyzl6X+BESqOYkgZSgEBkSMWrSaSN8z20I0I1UanyN1LxjX0C/PIEf2YritpAZsumXeLGaWP6mqyajS+hzTUSHcVbKm2BXMV/9T04cdp2OUvGCpiEDFQGv9jnVCiyiVzadZCK5wDjoAW3nMXVCeVvMuVL9Rs8+VTCpJ0xX8Sdiy93Qmtel/ZNuWWCSaTN7JKQV0v67B4c5/BexT5j6qNxQutUNAyTTnWb+JIxnTRz8ksjzE3Nj9jbKWNGhESggHwR1HR8j0CQKBBxnTrf2MH4jpGYwC/aUXbNKT9B3bHHWEobdWk7wEp+KfeZklc5a7d5lat8ZOVy9WucZREFTBQ1z7JpYb77lo5b4sub60e0VZkt9MySoqCa665f2/uEc9+cfZIcMMG06XX5aaN/ZJJylgoVAHj6KNizxXCgnWyByBGkP/Pie/o5UsWLzxEU9f+we3BK2s1NKkuWqz6HSMCr3OzSOKF1KhqGDPgpPN8EA3YaTSAQ7DF68uiK+Zc/ptNOV8dpupHEEa5AICDSukZKkTDCtNPxJRmaAr+kze/BMe00NMqOHUksFRCHdoBfGFZDxasMR9BJdbMN3BFN2wFWKC8xbeYe10xg8vbBKCdPqerzJ1IuR9MGSLx2j7HEzmyBpJRmRFMgV92SEPqzGL4kOwQQyGyJdIKOX6RGouMIMp55+ai7ip4KadlYJVcZuHiNLu0U3JK2kF8A84v7u2HcGmQ9W5YeL3WhomwdoC1/esqBpEZekwbDNDp2HSlTkErGdDoOEctYql/bDWKalK+op4KZJbFT3Zx6ymAkUWOgakc+iozEEjeJtCor52QqtFOzGFFQl1/oz3xgKxAdv2DaHEMNjL+i09+FBoeNzy2vlFw3Dlrgni2x0mdlCyylrww0cZx3957T6/Lj03JV07wKIDNQ+eUsiLainKWJ8sqMJV9ouZpKv8kAm7z8ydRHsmxB/f4kAmxmTwXPdnJ7Yc3fjIHzzICxz9Brt7wycQFjgtapaBgk9fk+Y0cizLTRPA1tALni1URgnRnVzDIe19NP39RuI6VEgTCNY+U5FRpBir+B+yK4jXHuM+MaavLDiiRG4vj6GpS0UzUYuGVfmkwDF9/hVaYDbJ8krj3VWtUHozgZOp22xrDX8Ys/aBFF1fNLhVvSTsfF9F09HMd19RH9mR+/xOXLNoNfBOc1eMtxlbwqK+3kBblw0IPbZ+fbo/xBM1bpVdpEgwqMIRSC4B4ADnqk45b47fSnpzC4EZI4jjd6yywpATvCoTBwpc2MqvpbZr22pp6yedrp9y0oxBXGDr8PxhakcdymeirAeWYMXCAUkCiaJ1e80jMTqj2u6P8xS6+i6G6moiFe5WRZ7ExmSm1/8b2StiRgYvKLOIsrki8NG/YMJ9RtUOfuE9oR1GeAo+jeyLNkmk/x1/zdMO36teSMDd/IapGRyDRwfRkebWN/yj61g3uVbItimvii/kL7nIqJnhWh1YU1bQDePnPK1pn2yzihdSoaBlWEw24gTWQOvKmlhhbAyGBhj+m0HSIY4fOFmXS6i2g6C9i08e/KDXvtjGlZOQv3mY3wRGM669e4tEJCG0BXWsGvv6WdUH1WLYV2iSu5bps2va4YbSc7xHBICjz+HnUPp5LxqiSzFQocpGUETdqa6U9Sh0YWeTas48ZKryT7RCxXnSEUUdQRvu0QyfeZtr5fYyRmXPmCcAF4pX7hnoo4baexv7xuri4E856rsomCAJvBq4LpclzZ5gv2iMrWmXJ5nNA6FQ2DpEYeHAVS/JU1G8mimABmCpBbSuMaLFzFaxpLuhKBKKo63ezWyI/ej5NWC3HH0FKUCEibnQHMqJaEdvEbCuOaW3dc4drOO08IS3jVV3qVFO3HtCURVI/Sl5UQcY3jGtegLVD6+C9nilFJV1qvXaJpnDHuOTi+Upq0iHkNMifUI1e5GT2Q9DV4dKF4EATDCUWvJeWV9dr5zpgjVyeqC0MBE74jyLIB0GtZQJa+bm5Athw6klXvy4M93CoPZ0DPBMorxwmtU9E02JtSFOHgGmoefGXdsapZmlt/axv2ihIBfjMjvwzIp7z4p+1CA0Yik18q2vzyBF9phbQ8oTZwE3DRa01jnRM1Z163LPJs0qycUKYH3EQEVRoRcx25FNq2kZgumwr8EW3RqMz6tWwYQ43bJG1OJtVxvgUNx0aQS9RTUb6f8sx0BqrGmcLfkzTuBrORrLGuI9qVTkigjV5LGtyd+8bSRxZtYQm1I1cFo7qlp7/XpVfpuBjfkU88sWysPYdU598T7BE5NLz7Nk5onYqGwa1vSzd2nMkwgkYnAF3trzT9WIpSnsFSv84yEIzptBSI2FhqoDFOnKFR9FSARIEEjEQmPmQ8BQLgClLpoV52loUTDHQyPNwRfgD8UhqfcT0RfvFF8/i0ufLB27wqzFRII7Bg8Yus1434XR+uU17ZTMBEJNvUzfXpzyzczxFFVz1v/D11T4VAjzsVB8Jn1tHowuo35IGDOl7Pu2+SzLnpAEuyJHJeNfEz46+Gdjo+0LTVfXatU/GUAlmavfjrTrxIo+lLo4kMFqGx1LEEKd9IlDeB6jdlLRi4+LKmXyTEga9ANBH3kJHI5heQlLPUtAHkvApgG/YMJVDiqxxB5n1DuFza2kll/olbUVQzegvyey4p+yrom3isWe7odceOwDIMZLVcBb5s8w+CSMHFtG19FMf396ql0LadKfy7ErmajovpO3tc2esm6ZvSGIl8fjFpcwZghMork/jF0zfFD2oqrtvuwUl83rVcLv5ySkN9QygK/Ch6rcdH/+bs8ZBO2GCfonUqmgaRoeakwdI3Jf6exMgc2xi9FFz02hXikkjB6P0opr0p+aURbo08Axe9dsoyJD0VHNpKYYSVtiRC4nNCuc6Y64QKnHeNwcHM8LjZRKGRaEdQ4+jeiLuo4Rh9xjK0KqWP8fl7nDXLPWgkSuSL0BnLgJ0t0I0ntQ01LF/S9ZHjCCqb4zmZVGefaHsqmPusKBur/z3u+v6meVXVq6Z0BHklZ/XrwgnlBkw8NkDKPUev7clVkvIlzC8SfaQZBMF9ZuOE1qloGGwFIqrPZ6fwRvhVOUxJm8dcdl+DbGOlK96m6ilLLN6YTiuixh1lZwsETsOyWoh7jB1utN9WnJLaXbYzZuLLBWkDRqLCsJeWCNjG9SSmpPkNrSSXxKFdkhf1/wj3ODhrj6K62QLm2EV/9JdnscgygiPDvvwN1jQfM3Agz0aWso2DGzKOo+iqrDsAFaBz1+WDkCPIcaic0aoMuVjQVuhCe59wRkcB4Qgq9rjIAWYHqUpci7aAVwG45ZUlrqsLOXaAkyURrJ3LL+OE1qloGCReo50Gqw2ONJq6GtiQwZJCu8Q1Fa/eSEyhXV43XwFpPf3GJk/ZBoek9KoS4im0/UaiKKvWUG+Btr5fNiqzfJ9rqAnmqTfkCDbbUxFFdWrk8V9NxB2vKwRu1DwdNyzb+PetMQdYMZ5UXdLK4FW32ZlnHDcR7c8YvIq/10z0l3nfmmq8Bb4udDPnDTmhrBJoLa9urA1Q4I9oS7JqzPvma67XD4KI0x4ntE5Fw+BuyvRIgcTQAqCMJZmBK6k79tdM8wSpqJxl9Ncx1LT1s4x6bYlAcEqQlOUsUiEuigY6Srv+iGfg2rQTSDuRRPSZQgnIlF/9bw6+tq/B5hfZZJh0XDKaJ4hE2sMUCvwoesCB5vM6V774eyqiqI4TmhkjZcfrCIbKWTRlghLauGSONXmqGk9a/FvLq5xphLZDk07fxJNnC/TPrKspr2Q7giVu8VdlA7D3SUnbChQJAmz4d0QBk8ZspygqUcaMPmszFU8tkNU817gAkvIn2siUTH/SjgDk9XPUr51IosBArSPPCbTRazvdzNnUJRbvnpu0uQLB1yDGdWiqtQsaxGxBmEq/5nXzr+SwIem0DbuUhj81q4lacfd3/bj1a6dGPslesXmVo/RN2sXf4t+y5tX6s3FnWdSBA59cVTf9SowleRRTf/o7B9ekDcAtWbNpj543xPmVDpjAiLbA8Wc39st51c3wNKQLlbzK43WbV6Oo6p4KX9CCEzQo8C2dwOFV6zdS6XsdIolOYJaNjRNap6JhyIDvNdqGGmdTAjQXzbNLSlgbyzKW1PWUrIblkrY0QsKPPLsR+3RHMFgjLzC0yqieJCqFf4dX41784Td6m3jSZyYpf/KXdaTg1q9dIzEdX8QvytPfm+RVAGEkkuQXhuK1I9eC7JJhXEexA5FnpSMoa+w330/BBShlm86h0Ywnxb/DmZJmZ4dS8O1yNzbtQKZC1TclkG0bObKaL1dHNAW8GhoqIJlUJubV0V+OfPHJVbyuMDrthGptiA32KTanU3HllVfCS17yEjjllFPg1a9+Ndx2223e7370ox+F//gf/yP82I/9GPzYj/0YvO51r3O+/7a3vQ2OP/54479zzz1XtDZZU16NC8BkbPBH80SNddyGH9Wmrl/LsiRmdKaxEaGaUhrJaZhNNeUl8YvfSBSVL7FPtVbwKnqdWY4gZ8So7Uzxp2bxa8Wb7MGR7hNn4hZDaRd41j4TNK9qa8VZEXv02s4ISrJLnPp+V+njz+L4Na7lCCrHk3LK7RznO8UZQq8lDe6+7FDxWQyXoF0+M86ITyGvgnePS2Qbd4+bNDU9FfxG7XLdehvAwE+76SRunvMyW5oyZrq0M/2ZiXoq0GuJThgnTG0odQFce+21cOGFF8IFF1wAp512Glx++eVw7rnnwvXXXw9HHnmk8/0bb7wRXvGKV8ALXvACmJmZgUsuuQT+83/+z3DNNdfAscceW33vjDPOgAsvvLD698zMjGh9EsPcl/ItP8NOCgU+gZLCW25JibuuML7PuOY5NBtdT8l1BN0SJA6uJcSZUYaQ4h3mufF7vnUXeBoj0fyNknYqvqOABNPCGjvUawIlAuXlucYOj19s+SI7ITmddrCnQhCNy5ijeHXZAv8zkzWZM3DR6yzj96p55arIodEZibXzzaMtcgRrz7/4Y+vSbhptW5dyDK2az+v3xm4kOrKN/iyGb+/RtGdWvxYNgvAM7+DKF6xLhwMzQ+uD6p4TI6vz3Px3iHbFL6yR1SWuKR/s347Rb6Sngsmr44RNl6m47LLL4DWveQ2cffbZ8LznPQ8uuOACmJubg6uuuor8/rvf/W74T//pP8GJJ54Iz33uc+GP//iPYTgcwg033GB8b2ZmBo4++ujqv127donWJ6p59hhaALLocW1cj1/x2pFIngIy/43HdIqyBQwFMrQFaUMGqr5OXa68AOL3zVifQAHVvSTlupnGtRP9JdYVwS3xuClfRwGxar3Nf0v5pTK0xKfOCqbSaCKoAV6VlS+l3zeSV1nZAoSeCXoLwH5m0oCJXq6Kp6SBnFclcjWULdCUKKbQt/cJ/h3tpLJJNt5mmUQXlriCQJFdXsnmF5N2rcuiqOR3eE6odc8Za6d7Kka/mxLk8mRJUmgDhO4bf59xy0rHCZvKqVhfX4c77rgDTj/99Oq9TqcDp59+Otxyyy1Jv7GysgL9ft9xGr7+9a/DC1/4QnjpS18Kf/AHfwDz8/OiNdbRmeJvWlSrNNRGvyGekGLiT6Se0hOl4EbsXcM+gXapeC2DhV2fD7w0O/6OpEHdFuIA3FS5X/HyUr7mX54gHNGWPjNR5Ll+LWvUtu8bH7ekLa07difq8GgXv1G/1jX9RlHpTAWDV30R94J+hFfRaztowZYvYO+TKLrymdWvC7mK1sWpkR/9mzMFyZGrbJle4xa0OXvUvOcF/oi2JNpv8EsMl6At6NnSD6FQGokgkavNOYJmFjadtutM8eUq/quRqyn0Q0GLYUKWxCdXAZTBHm0weIMzFZuq/Gl+fh4Gg4FT5nTkkUfCfffdl/Qbf/qnfwrHHHOM4ZicccYZ8LM/+7Nw3HHHwUMPPQTvec974A1veAN85CMfgW43kG8loNvtwNRUBzpZBoM8B8gApqbCvhuOOE9NdWCqWzNIp5tF8UsGK2l3kUCK0u6Uayi+Oz1df79cT5g2WLTr78dwseCcnu7AdL/+fpZw38qt0x3do263jgyxaE91YGa6fs4ptEvoWs8sz3MSt9vtVH8x7amSXzoZDIY5AMTveb3O8rrRMxv9ng86XZp28YMp/GLx6hSXX0a8Ovouh1ex4Jy2eLW8FylQ7qmpLoNX8Xenbdp8fimf2RDxKuYRgzbaU8V1dyGDgv+TaGcm7ampMK8atEP8ksCrjmybSufVAbIiqz3OkW2lsgeA6ekuTKPvZwpezRNo2/LF/kzKq0Mkb33Qtfhay6vl9/Mhc59MmfySQrs2sMDg1eK6wveti/QH1sMAac+s5heKVxP4BUo9LJBthi7ssp9ZpQs7WaFjUJaEy6uYdopOwL9j8mpcvmBe7Vb8UpHm0zb0UVi+GPvEkW3pcrXkVbHtNFpnt8uXbQAA01NdmML8kkA7JD+0sKmcCi184AMfgGuvvRY+9KEPwezsbPX+K17xiup12ah91llnVdkLDmzfPgu7d2+D7shInJ2dht27twVxZmaKxzA11YHdu7fB9u1z1We7dm2FLbP+x5Tnddx729YZ2L17G0xNFQby9MxUlPbcXNE70sky2L17G+zcsYSuZS6KX/L2lrniOmdHa+10O1HcrVvrZ7D7iG0wNbNe/XvbtnTac1sK2ltG15J1sijutm017SOO2AZb5+p7vGXLTBS/VJ4zs8U9Lq8lzyGIu3PnFti+faX+964tFb/0AGBuLs4v09NTo79d2L17G+zYXl/Lzp1bYOvctBd3iAzUHTuKe1wqgZmZOO3y+XY7nRG/1Ly6Y+cW2L17axC/lMTlPS55vzvVjdLesrXuc9q9exusDOqIzLbRvgtBaZzPzZq8msQvT9T74ohdW2HntnotW7am0C6ue7bkly31M7Jxd+7cYvx7+4GaX3bt2gq7d2+rnNDZ2TivVvJgxC8l7+cAcMQRW4M9W/geV/wyVfJLXL5Usq1L8MuO8B7v9WunYvu24h5Pj5z/qekEfhnd4/L57pxfrX8vQbZVz0wi27Ydrl4fcYS5J7ZujT+zMpg1O7rHcyW/jB6VzSMY9i/1qtc7d26BI5+2vfr3bIJ86XbN57utlG2QR3EX1gY17R0j2VbJynTZNjVVyjZTvuxCss7BXa71R6mHS36Zno7z6uxscY87I37ZdZDHLyWUz7eSbd04r261ZBugYOa2BNr4me3cuaXi3U6CbNt+aK16vXPnFnga+n6KLpyaNuXL1pFsjOlCAIBeXsueHaPrLAKTAxa/TE93XF24K6wLYaq+xyXtWlYm8MtM8dvdSrbxbKcyaLFtG18XziH98bSnbYPlPtKFCbbTOGFTORW7d++GbrcL+/fvN97fv38/HHXUUUHcSy+9FD7wgQ/AZZddBieccELwu8985jNh9+7d8MADD7CdiuXldZifX6oUdfnvEKyuFkpgOMxhfn4JVldq4XjgwJJh8NqA05srqwWtfBThW13tRWkvLRcCJcsA5ueXYGmpFqSHDi3D9pmwRzsYGR1ra32Yn1+CQb9QKuvrgyjtxcWa1sLCMiyu1Mpw4fBKFL8/KK5zfUS7t94HAIBeL0778GGTdn+9vseHF9ei+L3RdfZHtNbXzGdoQ7fbgZ07t8DCwgosLNS0Fw+vGt9fWo7TXhtd53AwhPn5JVjB/DK/BGsBQXoQ0V5eGtEasdDKSpxXV0bPKM+L61xeqhXS/PwSzGSROtYRb66t9Qx+KfknBIuLNa1Dh5Zh0XiGcX4pn1nJH/2e+e8QLCBahw+vAAxq48l+hjTtoUFrffQM+6NnCGDyyGBQG9QLC7VTcfjwCszPTxWZUMhZ/DIY0VpbrffZ/gOLRnbRhkOHatpLI34pe2eS+GXV4hdk+B08uAyzAfGy3q/vcUmrpL26GueXpaWCVgaubDt4aBnmtwcMDgDol89svZRtI3mTINsOW7yJ3baFBH5Z7434oz8wZFvJFzaPYDCe2eIqHDq0XP97Kf7M1kf7oqS9ulrcx4FHtvloLy4V11le+3ICv6xWctSVbfPzSzAc3RcKsP5YWbb5Ja4Lly1aS4a8WYH57eHhLYOS1kpBazh6PmvrPNm2cGgZDuN/M2Rbvzco+C0r3x/GnxmSL4uLq7AwWxvbi0sJ8mXNli8j/ZTALwcP1rSXLVmWwi9rI34ZDFz5cuDAEqxtCejCw/U9rmiP7KnSlgrBymhflLKNazvlld7tWfIlzi+2HDVsqQTbqdQ144BN5VTMzMzASSedBDfccAOcddZZAABV0/U555zjxfvgBz8If/EXfwGXXnopnHLKKVE6jz32GBw8eBCOPvpo9hrzYQ79/rDa1P3BsFJOPiiVQwaFIsP1cuu9AcwEUlm4fi4fwoh2xqBd1vVlBW30e71eHL90avI8N747HMZx+0gpDga5Sbsfx69uUw4mbevfNO2a1nCYwxD9O+W+4fuOn9nAug82DKzfHo74pUxX9xOue4juW78/NIrPe70h9Kf8+L0epg1iXoXM5dWktY++nucmr5b3IQSYX4aD3HgGSbyKiOPvDlJo9y3aAx6v1rTNZ5YTvGrzCMUv5TOzvxukPfotvM/W14cwHdACvV5t2OcWrw4G8ftm86ot20L4mFft+zRIkC+VXC15FX09hVdzzzNK4lWLX3AyKGmfePilfD/03H3yZTjiew2v9nqDYGaL4pdKviTQrvQRjPQRkm3rkT2OaZfXWu2ThGfm8EvOky81v9jyJUEX4u8PhmxdiPtNBoNhlakQybahuWdT+aW0X8obMYzoQoDaGSp/p+DV+jqiz8yhjX87wi+UXC3/nSDbHF5l6CNcYZLbvJpy3X2TV7m6cJywqZwKAIDXv/718Na3vhVOPvlkOPXUU+Hyyy+HlZUVeNWrXgUAAOeffz4ce+yx8Ja3vAUAipKniy66CN797nfDM57xDNi7dy8AAGzduhW2bdsGS0tLcPHFF8NLX/pSOOqoo+Chhx6CP/mTP4FnPetZcMYZZ7DXJ5q+EGz4iUR+jUan8m9JO75eX4NXCu0CH0b48usu8KwmK8EkIc6YztB4UtkJyem07TMPML6kOY0zphM3iTuNdawDB93GONnULD5uia/mVfHIx3pKiP1ZDN9pjhfO/udMInImbjHm0NtNnAbtpGbp4q/knAqy6Vcwy91unC1oC+7bk4FXk+SDKdsKfCjGdEr2qMEv5n30rdugjer7o7TtEcTEutJom381E5QAeM/MmdilPHdAoo+6Yl3Isz8K/Hrd+C/3zCbNlLVattWfcSYhymSb3HbCn0oa1F256q5ro2DTORUvf/nL4cCBA3DRRRfB3r174cQTT4RLLrmkKn/as2eP0dj44Q9/GHq9Hvzmb/6m8Tu/8Ru/Af/1v/5X6Ha7cM8998DVV18Nhw8fhmOOOQZ+8id/Es477zzRWRX2aDPNFIDisxhu/do5bEg05zmddvGd4kuOQEjaGH7DXiTMhGdFFIIUfxZFR/etAO2ps+Wlc0araqc/gfPMdAaqyIFmKZD6tT3xgsOrtcHBMHasfaY+4JI1nSUQOOA4ocqxrhpH0Ma1f5vGRf8QXbdfrooO7hPzqnxSmcY4NvEzAMiFjiD+LK+m7ZG0icl2PGcMr5dpqFHBGoFcttdt/3YcX2IkmntcOlVPIl9C49VTZKPPuJZMgATgPjMaNwWfDsiWn0VJI9rmGlJok2dkMGyA0DjbjR4pu+mcCgCAc845x1vudMUVVxj//tznPhf8rbm5Obj00ksbW5t9EEqakTjCBUKQsrxtcw2ak6GLdTHWbl235DRNqUNjr109npR130xnTGKg4r96QZq2bhPf/SxKu+RV9JlmDj3fGZOcal3j4jXoD1KLonuzavLZ/6Pf1e7xSDQxFHlWZ2Gjsq1+bRu4LLlKGqhRdNXp76GgRdrpziZN+QnJfAM3rzd58UcYtNCMpCXHukbQbePYoC1xIoVOqMhINL6Sse45/o4bMOHLNuwyyjI8CD8PH8ZKOcCS8z1KCqyR1Wp+sZxIhjM2Vrm6sT7F5jqnYjOAY9gneY228kKfqIR4MmlRKQ1enysQ+EYiN4VnC3HNnOcsq48bSvL0Hdogpg2AU+UJpD0KJIW+aaiVfxlK33MuCV5XCHxz6Bm3vKLPPbnea9gz5ueXeNITTN3SqzhOkF8Y89Ttsx4AZNE8ngMd4pcILhn15u9xOwqJPwvjmzQ5vIph8odrUvwy+kxQNsY5N8l2pjC+7PR39BknwGatQRJxz7hOqC9TwQl7Qxm0cNcVAp8DneY811BmYct7IMvwcJxQ0wbAvyNz5NL3GRmQ7TD2WYVLyFVJMFhT3cLUheOE1qloGOxNXRqJvf4ArvvaA3DH/QccnJRo3iN7F+G6Gx+AhaV1A5cU4qUgRcz1pW89Cl/59h6HdqiUpvzswMIqXPWP98Ke/e5EAd/asfL5yrf3wKe+/qCzUW0Dlyql2X9oFa749N3wvYcPEbTLKIXpEOHf/cq398CHP/tdo8nX/o6dISpv28LSOnzoU3fDt+8zp43h79hlPDla1013PwFX/sM9sLJmTiyhauTtqHmvP4RPfPE+krar9PG6ik+/98ghuPpL98HyqkWbFOLmMxsOc/j01x+EW76716XtGKguvzw+vwzXfe0BOIAmTdX4tgKqaZZw43ceh8/d/HCQX3wlJQtL6/DxL94HDz5+GGxwIpGEAvnmXU/AJ796vyOYXQeYoL28Dlf+wz1wx/fdPV7zi/kX/+437nwc/vITt7n8QgQO7Ge2staHKz99D3zzrieI6447grfftx+u+NTdcHh53cJ1aXesMsPhMIdPfuX7JG2fE4nxH3z8MHz8i/fBQhJt07DP8xw+f/PDcON3Hieue4RLlHZi2Xbd1x6Ax+eXHfyUnopbvrsXPv31Bx1+seUydd3Lqz24+kv3wfceoWSbed0Z4YR++7798Ikv3mc0nGJcjG8HDlbW+vD/fea7cPM91B43dQLlhN5+33644tN3B5+ZL8vS6w/hw5/9Lnz5NlcfhbIkJf49Dx2ED33qbth/aNXCJa7bKsXJ8xyuv/FBUhfa/EIZ9nv2L8FV/3ivI9tw423ISPzKt/fAF7/1qCPb7KAFpQsXltbh+hsfhIf3Lrprdw5ENXEBAO64/wBc97UHjObocu017XoN+LrX1gfwya/eD3eS9ktu4FBO6D0PHYSPfeFeR7YZ/FL+7bj88tHPfw9uuP0xL23SCc1r2sn8YgVkh8McrvrHe+GzNz1M0B6tN2A7PfDYYfjQ9Xc5tpP9vPHvYNnx+Vsegc8TutBXIYLx9x8q7DZKto0TNmX505MZ3Nq84gF/7Y7H4W++cC8AAFx03hmwHY06Cxr2o7/v/9s74NF9S/DI3iX4lX/zw9XnpBC3NuW379sPl113FwAAPPvpO+AZR2938CmlX3727o/cCnv2L8ODjy/Cf3vNacb1OtFAy+C499FDcOk1dwIAwDOP2Q4//OynObglfWpT/vV1d8Id98/D529+BP7qbS+xaJe45vVjpV3S3rZlGv7t6c92fh/j20bDx/7xXvjybXvgC7c8Ape89cXmvQmcaj3Mi0lW7/vE7eWX4ZdfXo8xpoS4ndn64rcehU9+9X4AALj4zT9ljBUOnlI8+uzSv/8OPD6/Avc/dhje/Or6mZmCdIRvPbNvfW8ffPhz3wMAgHf+2k/AMejsiXCEpPh72TV3wj0PH4K7Hzpo0Mb0XUeu+OD+xxbgL//uDgAAeMZR2+D4f77bubYCn+bVP7/6drjnoYNwx/cPwO/98r80aVtRfVuB7Du4An9+dfHMjt29Bf7Vicci3BrKzJZN+28+9z34yu2PwWdvehgufeuLyYidffp7eU2D4RD+7KpvA0Ax/vI/nvVDDm6BX67dvCfX3PAAfPbmh+GzNz8M73/LmTCLDnMM7fFhXvz+ez76LQAAOLzSgzf+/04m75lvn33jrifgE1/6PgAAvOvXXwhH7dri4Nc9V9VHlcFzxafvhnsfWYDb79sPv/+6H0Nro2ibn33vkUNwxafvAQCAo3bNwXOfsQtdd5xX/+/IsL75nr3w/77W4hePE1que+/BleqZHblrC/zo8Uc7uCU+xauXXXcX3HT3Xrjhjsfgf/6X+jBWY+3Vb5jXvbTag/81ema7ts/AS15wnIOLr92WL39/w/3wD998CP7hmw/BB/6fnzYOggzrhOLDkl8WFtfhTa86xfncpF2uvfj7+VsegU9/4yEAADjlB59mnD1R3fPquk1eBQD4s6tug6XVPjy6dxHeds6PkrR9xvF3HpiHj36+kG0/cNQ2eM4/2+ngh6K/H/3c9+Bb9+6Hr93xGPzJG3+yxoUafEbinv1LlT7asXUafuRfYH7xO6HlRx//4r3wxW/tgS/cugXe+WvmqHvnmVkBk6XVHrz7w7cCQKELf+q0H3BwbfzBMK8+++jnvwefv+UR2DY3Be8974xgWZpt4PYHQ3jnlTcDAMDMdAd+/iefY3zu0Lbk8udveQSuv/FBAAA45blHGrZTiR0y7EvaDz1+2NjjwZ6KYS3brrnhAQAAOP6ZR8Bxx2DbyXJoiGDwBz55B+zZvwx3PngQLvzVn3BwAdAet57ZA48dhis+dTcAAOzeMQfP/xdHOfh2Dy+mffWX74OvfPsx+PQ3HoK//O2fhklBm6loGjxCHEeEbM/RFQjos2EOeZ7Do/sKT/erlrceKhEof/c7KLrwyD7TY3ambWCBMCyFYbHepKi5dd179tXXakdwzQgsLUjvuH8evWdKr9pgyYw11Eq/jkzcakXdgxG1ET6OpC2hGegY31dPiSNZN9zxGIlr4JfPbGTsfOabD1Xf2Ydmv2N8KjKU58X6H58vcG67d7+F6xfi5WffQff80X00r0J1z+vPqkjiKKtk08Y0fM7UA4/VGYa7HzxI0s6gTNMj2qNnds9DBc739ywQtGFE21x7SfsxtC+/fucTFm5A+Y1ofwXtzdV1OhpoG+b5yKg/eLiO+H712wn8Yhm4OPJKRVEN2pYCwtFDO9tA0bb32dcQf5d8Z+OHghb3PlI8q/sfO0ziYjx7qMD399Q491oR/5RoXimX732U4hf6mZW/+/iBml/srJ5bXunSvunuAmfvwVU3elzh0ry2F91nO4oayoSWy/oKkm0H0Lx+vHY6aFFErUu46R6/XLUHA5SZ81sQzhMHTX6pAybuMyt14dIo+3qPlb0mr9sqvbod6bDH9tOyjeqpKD/71kim7V+g7xkG20h8DPHLt+8zdaG9zyhe/eK3imf2xPyKN5PqM8z3IV3o2BAhR3D0A5+/5REAAFha7cOhRTM7VV2vx7g+iM7c+Lsv32/Rrl/b8im39ihA4chT+L4qD3xt9h4PyrbRh3c9WOtCm1dTSjtL2wnLCi9tKPd48f73H6vXe/9j9Nqp4RvVHh/pkZ41Hnnc0DoVDYO9sUojcQ3N0F5ctg3UkBDPHQPFxK1fpzSgusaOhaut/bXKE1bXa4Nl2jpvI9h4S9QF2ml+u6TEntyAjatt1oFw3HpKv5FIGNfDHFbQybL4njq0y7+WsTSNTvs87OMXa/0l7UXLATJw0evyaWSWAuqjGoulVZq2b/JUtIbWomkbO/j8kMy8bUSqO8yrg6FdFuLh1dGF431p8ypdK27+LgZfmt/nhO7HvLolzqtOfT+6VzavlnehVl7mby+v+Q8Us7NDxdrNa8L3iivb7GdE4eK12wYqlhOuyPDTpp6Zr9yuLp8yv7e4GthnlnEdG1mN5QWm4QsUYZkwg2SFfR11hsh0SpYRvVVPuZ1dVlri7yfKGinatly1M6wAIX00Wr+1x9d7afxSBfcq3OIv5lWb74ehAFtMrhkOcEnbNBKXVmp6ftlWfm4axzasrHuemXXfStzD6GA/+9DEYIO7pWsAKNkWNq6xPpqetmwAcPe47dBgen7apVw1r+twSBeSMt2SqwiwDVf+PoArH4rPYvzi1ydV9hqfpWX9nK+M2EfbXvs4oXUqGganBnb0gPFDXffUwPq87ZCRSJbxWAIF03M3RkjxAtGLEFO8Jm1sJPaCfQ1xIzFm2Lsp31oA4fS+Q9u6dqrPyVfn7jOW7O/Hade4AKawtZ9ZKPo7zHOnztlHGyxBXD4zg1d9gtQTlQo7wH4hXtLGvI55B6/dx6s2rK2n7bPymjB/upHA+nVlXFuKF0M8U1F/Nsxzo/dlqms7oYi2J8uCvUWf4iVT5XkOq2sBhZNgcOCr9ypej/NtOyHmuhHt0V97j+IeELdW3KaNedWVZW5vAi0bS97ARqL9zMI9FeDAamyPW/rEOAjSI5Mx2M8M85+PV30lJXafFoawgequL2Yk2mWGIQcYM6LN6+XvYqfElm1BuTrMHV1oHDxLXbdlJGJe7XZsfinXnRYwWfM9M09ZKZarri5ETmj513JixXs8z6HfR/cpJFcdPZzihIYDByFeTZHp+Du28x3bJ7Y8MXDRa99144Csw3sRG8CGkDPeNLRORcPgMxJxQM4WCO5YtPqzPIfkjeFkSXLX03eFkYlrC4Qli7Zt6Ln9IOb7eDP4BEJB1+6pAAdW133RX/MaKEfOVbxuhIRqbivBa6hRs/+H7vepdRu0LeWH1+AqP78gHQ7To3m+uuO+4YSmRfsLfJdX8X0nr9uijTMjrjNlGxwmHTvq7ccfrd163gPrVHUK16AfmNbhZAucfWYqP5NXzd+iewv8hr0b9TbXbe+zkKEWVPrEffPxqt2EWa59LXLqrE3bjmLi+2zzqhMwsRrU7eCOz1jyNfZjXvU5wCW+7UzZ4NMJtlwt8TF/hnjVLe0s3seGpV+u0sZ1KOpJZ9XMz/B3HLkKJg4nWBOsz6/4BenCmHyIZEkwfiibWDXHr+NgjfXMPP1exW+DA3HZZjoF4qAFwascw77sqSjBDiyGn1nx/nSAV509avNqIMhFDy2pcQHMQIUtJ32Of7l2O5uE70PYBijex3LcK1cp2UY8Mxt/nNA6FQ2Dz0jsoo3sE8o+YdYXlghUEdhApiJWb92zvp8aNa8zFYi2LYyqdZe06884wsypkR+RXA9E3KlIgV1PiWElJkhxHwzkhkBxszuEsWSlygfYqfCUffl6Kmwjw6Rdv3Z7KgjanvvmS/navLrucezsyTLlR/2ErJqvOc2ODMUiavZYVtNQCxmJ5l9KiLuGWmifWQYK5aWAZ+1E+DdenoA+G+bOWjGYz8x85uVHeO2+SUS+iJpdioEdwxTn25AvHtlkN876aKcaaqRcDQZMivVnxGd+/BKXMFjy3ODP4GQ72xkbfYgNy5iRaGcLgk4Feu1Orho5oQav+jLnJS76bJi7ZT/ebAGYtClDzZOZIg1USrb1eUYi5jfHyLOety1XbXCcEg8+nqBUgivbCIfIynRg4PBqPjTvm/NzVNDCKivtGk5FjFfNdaWW/bjO2MgRxGWCjOxznudOZgM7JfSgGHOfYF6PVbfYgSLbfmrLnzYx+Oop8WZa56Tp89wwtAACirf8a3nbOJLoFQie03b7FnOueoxlWxjVSj9HuLEsCVZeKU5FSZs2OPBG8uHS+A7pqCC1S9YwPbunAt/S2jEoP8ur3yiBlakgjCWTNiXM6nUDmM/MZ2j5eipshYWjxymZijBtGrfEd2hHyjpqIQ7JtENrxxDjVdtowPQG1p4LZyrM36XW7tb+mvdNXLI2+kwc/R26Bs66wS8BxVs6oQlZEso4HuY59AK8WuCbeLahNuDyCzJwbfm22gs7grZ8SXWAfbJxaipkqNm49WdFxD6NX9xMaPFv/Iy5e9xeK9aloexzZSRiQ80bdBit2zCOzedtrz3FSAzJl1jAJGYk2vzS7di04/ccrzko2zy8SmeXwCh/ssEM1pjyqYmeUPsZp2YLytudYkP47DaHV43MVv2+b1oYdkrisq3+bDh0s/a2UzJOaJ2KhsFXTzkIROzdVLeleG2Bsu5TvPbGcAWKXbvL7anAa6c2Za14waGdGgks8W2hYjtjvrVT5U9uTSK6b1Diu5/58GNrxwrE/rlwdmnEL4FMRcxAtfklXZC6/BKLiDlGYiBbkNJTgaNaPqfAx6u2MxUv6xitOynqHTJwXX5xAwehtZvKz20wr1/7Jlfh9fl6A7xKP1A+k2Jw9PoyXi2c0EBmC73ve2b4XnkNVHB5tTAS/bKtXB9es50dCsnVGL/YjmM0+mvvcUTb/q1wKY75bwDKuA7xS6z8qX7tKytNKd1K3eM+OWv3BlClna5sK2l75GqAV1OMRCzbWP0cuVs2FCuvtGV6yAGmMsh2gA2vx7VfzLXH9riPto9XQxmeWIDNvlZfL5LvmQ0CvBq12ywn1OTVgA1Qll4ZAZN4f2BWfeYG2Nryp00MtYFqCbMhg0GMA1zcyDM2WEiBkJkCoR/clCaO4/EGNkZKrbdRp+6U8ZhC3MAfutftb9w1N2WeF/cNRx7tqGRtcLiRBioy5NaCWtdtRZbw2p0GdfTaMViSnhlt7AAUxpKr/MLRX/eZJRjXFW79Waz8KWygFu+HI88mrqv0/bwKAN7TwJOMHfTaccYInWnvm3BjnVVClFKeUPI6EQX1lsMQzywfhu9bMBtZZkIDxlLMQHWiv32aV21jh4r+2nLVDTqYn4WMxOI75prdKWnIkXNo169tgyUnrttXa04aS/Yzy2leM2hb9w3L7qhctWSbr8/Kfm07UzmhE3zlcj59ZK8V49M18uYeNfSwt2LAXEP520G5GjrPpaoYwHI17ExhfNIGYPZUpDg0Bb4VtBi66/KVT3l5NbV82zp0MK+Ma78DXX5Cl165+svnhDq8WgW5/PaLI1etni2bX/q+cjkw8cvPDGfKE1DFMg1nWZxg8GZo1L733nvh6quvhr/4i7+AvXuLOcIPPPAALC66pz3+UwKvwYIYyj9lhDI4KKXvqVGsNkaNC2BuDF9UizSOqY2R2mxECARbuNhCvMCv1+Vct8fgyKzrLn8bC09XIAQcmtxNH8bw7XpKw0D14GJ8W4iHU+XmemOGmlkiUL/vNKASgtQ3scsuISrxbdoDnxNa/kWGVvH9gAKxDdRA7S5A+sQMqvTKN5AA07fXjsG9b+ba7VpxbKB4lRfUiteeLoev3R/9JYxEwmAxonno/YpXK1z3+6xyFtIBTnVCXUfQnv5U16mbv1HQJuSLZwSx7YxR/Ry+8cUGfaQTbFr2vrGNa3sgQnqmwpIvJK+HDdyQXLV/a0g9M6ukJIVXS5DroxLf/N1QxUBIDxdZEkuu+njVyoyVv4szerHeI3wNpA3gy2ZSvG7h25nsWKApz80gmy9oYcuminbfT49+ZuYeDzuhlly1Agd2oKHntSFsXiXkS0yuWrRtudobhGmH9mhMruLXFL9MMlPBPlF7ZWUFfvd3fxeuu+46yLIMhsMhnHHGGXD00UfDu9/9bjjuuOPg/PPPH8daNwXYDEJFCqLz8x3l51dAwY1BREh8yssnSMNCnDLsTQVipA89wsU17HOWAvGN4Qun2c11F/j1Z/Got4kfEuKDYW4YpUkZHkPxhh1BN5oXuG/UYYnVukbf72N+CWeXYqU0USfUiuaFlR+NW9OOPDNHAZmRobAjGFh7bj7fEL4vcNAL8GqIX+qoVsARhBLHXEP52070dzCE8kzsULagMtRw0MKXZaEcwTxsXIcCB9Qzc43rEoeQbUDxqgffdwo6t68BycZQoKhYX/oe98kmjGc3oIbKOmK8Su3x8vwHg1/Kv859SzBQKV1IBEz8si0z/pK0PfxS83n9GeUImg3Ifl6tdGHABvBFngejrHnIBsD0SV1o4ftsgGLN5jPP85Fjgb7vcwS95ZVOsCeH6SmTHzFeUC5zeHWYO7Iw6oTazywQaKrkavUb1j6xqx08WTW394hvAwCM+HXgqfIIZIuaBnam4n/+z/8JX/va1+ADH/gA3HTTTQZTnHnmmfClL32p0QVuNpBFQUe41W+YnzmCFE+8QO/7mNM01NKjUtTGwIqbNOwrpZ87a/VFV7AgxU5JyEgMGVoAbiQyFr3F+JTi9EfsaQPXNnCiDpFlXONnbgsIR5AGJsMA+J+ZL6JmPLPYWRFOyjdAmyoRCEzzca47cjhVaJKQuXZfZCm+T4y1V8+M2KOx0iuLV+0MDebv0D4rI4n4PrvOe7luOnDg8Gpsqk3IEfQaHPQ9t9eK7/uQ4lWOXK3uecnn6LOh29fgGFtgGkt1psGlF4v249+hyllYDpEdeQ5E+91nRq3d1kdhXqWcUHvdJu0a115vzxNoosqfcsJA7Xl41ZGrpYFqOMDhgIk7MMXPL7GgA0D4nlsxCWftIT0M4Aa5bLls6BOPQ1PQNH8npk/K9RU47j6jSv38mVBzDWn3LcCrMdqEQ+OWlTIcmkhjP7fKo8+wAfDaSbttQDDYmIDtVHzqU5+C3/7t34YXvehFMD1tnvz6jGc8Ax555JHGFrcZwTHsqWyB17AnmJMwcAdRIe739KO13oHegOK3PIb96G+oMc7bU4HO66yyBbGIu2FwlLimsRSK5lGRIVxPGTK0it+3hJk1ptOtp8QKKGRcl+VX2MD1CFJr3SV+emZrRNsxEuOlFakp32RnKi/XmpBVq9aPmtMIY8cXzaMUrx3VSspUoGEMIV7F1+d7ZrZxZe5x95nhUpqQA4vxqZ6taGYrRJt6Zj5jp/oN2wEORGAD+yRNro5wKkMpQjvRCaVKI7yGFpJtZnlCOEviGPZ25Llv0o5mQq0yoCRjiWpwF8gXu6fCDFpY+8RZt62PbF6PXbdfttlytcId/Y1l7c1gTUCmk3LVFzAhdGFErpbrK9buOqFOuVzQoXEN3GhvoxPsseRqP1W+lPIp8MxictXiVTdTkcar1MCU+OGYeF0CuRrShU4viWkDYPw8d/WXjT9OYDsVy8vLcPTRR5OfraysqBe02cHxOivDHkcKPMLM422HswUUc9a4ALGod9jTdw21sEPjRvPiJQJmNM+veE0BQQijwKaORRkAkAJKMBLDQjySpiccIvzMQn0JADgqRRv2obVTNc8hI9HXsEymfIdhXqWUvs2rZmbLZ2hRzyxcegUQfma24g71VNhGB9mUZ/3bnkNvj+m0jYye4YTW79OlNOGs2tDaZ7Fylp5hqCHaUOKX6yqVvl+2xaJ5bvlTYpaEkqteJ5IOmISc0LDj7xocsawaxqcmw/gikb6+qXDZGKJJRM3toIXNLxDKqkXkcigCmyRfnKBFmHasv9Dm1VDQwg6wGfqEKn/yyFVfY3/Q+bYc4OISauOaHTCx154Q7TfxsS5M41VfWarTnxhplg71TUXlqqULU4NcbqDI/X7MhnDLn1JlOhhrJ+WqnWmg7JdSlxK8Ghoz3zSwnYrjjz8ePv3pT5OffeELX4CTTz5ZvajNDF5jKWiwFH/piRdhY4kyEkNjOp2od4lLGloE7Vg5S8hI9CremiYWxOGmX0A4JW2/Q+SWlBBKv9qULm1/k5a57nJt7IOSAs5UtAcnZizFImpNGYkRwz5kcKSkm+3GW/w7ZDTP45RQjd52iYHfIXGVCFWqF+MX3jCGwD4jnre3BMmzx4NZuQiv2vTiQYv6M9KB9jihvub4oGyz96jxmbvWGK/aZw+FMhVBpU8Zx7G1o98ZRJ55LArqylXaCSX1EcWr0Vrx+jO7dMtXVkrtk5zaZx5edQ17SrbFZXpmPLPm5Gps4hZAJGDilDCVNCm5bAYt7B4wvBLKIYr3HllyNeDQFPg0rzolSKVhHyzHDchVqlQvMuyFU9rp6BNbrgb7f2rwylVGHy6AHRS1aE8wU8Fu1H7jG98Ib3zjG2FlZQVe9rKXQZZlcNttt8Hf//3fw1VXXQUf/OAHx7HOTQNUZMiueY4qXmc6i9+4DjfGFf9Oieb5pieEFBAZEQuUJ/gMNaM5DQliW+HEpifEGtz7/SHMTHcN2lRNIh15DjuCxvQnQUmJkW6O1Xrbhr2dJbGjFIbyq99PMhKjQwXqz4a5O4o3tTSijuaFeNXEwfTpOlKa30ri2Mh0mhlHTqjd4Eoq/Ui5G74+f9RcFgUlnalImt6JwCbvM/MahkNwZFs8YGJet9PgnsqrhNL3GcclxdJIzPO4kUgax85kmNB1m3IVX4N9z6i11+Rd+WKXPxX0fZlQE5+STb6+BrK5PhLkigUOUstKfSNlnYyesU9CRqK71ljApMQflNmdYNlX/X6SkRixAQr8+rNo9jpoQ1CZsRw6RLO04xCR2Wd6nwEl2yLZJSo4WDly5R43TgP37fERv3Boo/ftrH2djay/5e4TE9fu2bInmcUcmnDPVliu4tcxXh03sJ2Kn/7pn4b3vOc98K53vQs++clPAgDABRdcAE9/+tPhT//0T+GFL3xh44vcjBA0EmPRX+zxUgaH70RtSxCTkz5idcOdCO2YkQhmlMEcKUsrXiNTgWvFk0uvSlzzuqi1z0xbtNHnZs1zmvJLdQTToxTh2l28dnLaxjBcWkFN88lsxRuMDJk4tpHoGA0eXnUajqlMRcKElCxk2CeWs5SfO3WohuI1cY21k5HnsLEknbJmG3qUwcA6d4AyriMODe4licu28D4J8mpCY3+4pIRwBJGRyDaOnYBLPGBCNlKShjm9drtJvPztEH6wt4C4bn8vCh20SN1n9nhTKkviHVoi4Rd83eDyKkBa1NsIcnXwBKaQbMO0R38DRmKKQxOWbWF+i/UP9Qd4Ylf9vlsSG++pAGuPy3v8TPlEDqHwVDuUz9kI7kX2CfXMymwuHTjw2QD0Pc/Nr/uHUFjyhSfb6vdqm5OwASY4/YntVAAAvOxlL4OXvexl8P3vfx/m5+dh165d8NznPrfptW1KcCIkEYMBIFYawdmUFm0yhRdR+jbtRCOREggO7cjhMcbaCUHoi6D6lF9KX4O5KUtc1yiMKYGYIMUR/FhZR9xANWlHD90xaNfvUw3HALG64xC/cMYfm/ilcghn1cx1Y3yyrAPzKnrfN7GLOoncHpWZEbxKnc/hHylr/i1oUxN18H2r36+UH94nUV4NP7PQJCKykRJF3PnNzuY+CdOu3/f3VPgNe6pczjASgxm9BCfUMhLzPDfujUsbRmunsiTp9y1eLle/72aXwiUh1NrxNcSm+dC8itadzKtpDo2fX0raASeU4QjGjGMq6m2XAqf0bJlZe0Sbuce7VmAyfY+btOksh8cJ9fQXJk8LA5t2SmarXDdBO1p6hWhXznuJ637fzsKHAiaUbBt67rn39PdgxUC5bsyrUOGHeHXcIHIqSnjOc54Dz3nOc5pay1MC7LStrXwAApNCLNwU/JBhT036iAlS29gZcpsZLXzb26YUL5nCGxKC1NNTYeMW+G75lDnetFw3RdtVnHaZBrvBnVHWwU11288sXDONnpm1hjx3a56jxo6THeJdd6ixP6mOFO0z9qQPe8Qo4cSW5zWQWTWseFOVfrVuW/kFFFBJD8A1WAjFOfSUJ9BGImHgELQxXtjg4PFqaI481Rxf4tM18mG5ivHz3C1Ri/Kq8czojOJUNzPwKX5JKa90T39H18Uqr7QN3LAjV37HoM2Sq8hY6piyjZrQ5hpqI9rWb5SfOXLZZ6hZz2yY046g8VuEfMH8FswghwImo896CXIVR9hMIzG8z+xymHj5UyQbadgv/iBVuT4AP6+Ge5cIXjUGGvDkaixDM/TscXKgwTA3vuOf8Gb+LemkjuN3evSozFZErhr4VNDhyZapuPjii1k/+hu/8RuixTwVgDISU1PdlMcbr0l0BWnHEqRGP0eklCbLisRxDoUSsI33eGmErYDcjeUq3vpzwxmz69IpTwJcBVJeV0qkgCqlISOwvlrOyjg26bAP9cLlLLYwijiCnGyBmakAA3+Yu/wRNxKtex6YkBJsOCYc4JRmRlOQ+qPmIUeuXJszNYngNyrynMKrlWNA7BMqCkrxqs9AjZ95YOI7/RzJEXtb6VPlbgxjJ+ZAU88s2NhPG+ZU9JeKmnsdGk/AhHYqTHyaNhX1DsuXmBNKBUwwfSzbUvgcADx16rEIrB+fzorFSkpMOqHrNrMFxd8qOzR0+3dSeypq2jZ+WL7YRqJdvjsc5k4AkDQSI4a5iV/uk/ozenJVoj4i9ygnGxnmNzJbYDg04Wfm7JOI7ZQ8BjiiTzA+ft5ZNnq2UYfGT7vKbKHv+8sEXV7Nh+5an3SZissvv9z4d6/Xg9XVVQAAmJ2dhbW1NQAAmJubg5mZmX/iTsXob2BygzujeoRDpQ+pTZ24Kcn0YUrKtywRINbej20MQ6B4FFDXog0m7XLtQQVCbkrzuhyBlLv3zbju6rfDEffRL5i0HYcm8ZnZjZQJRqIbGUL3PBLdiRmJ0dKr0V+fkRiKqNElAjXtgh4WpBbvkLPca8UdqteO8Sr1zM2SNXPdxtolykvAL6ZDg+VLxFiK0E5tWC6xsCPoNgSGs0tuyRmvnMVu7Odk1TD9mEMTimKW+GT0NzQIImCo+aY/2X1PAPQz8xtq1j6L8Bqm7XemEvnFwqecZzavBqO/LsOYwzdixrFr2ON9lnpmk7+x37UDOp0Rv1S4Pl2Y6hCVf03DPtwPUr+f0uMXzapZezwo29D7FK/G+AUCvBrPbLm0a9sprA8wGPyS4Z6tVLvNtAGKz03ZWvaXVMEkImCCnXe7pHGS51QkORXf+MY3qtff/va34c1vfjO88Y1vhJe+9KWwfft2WFxchOuvvx7e//73w//6X/9rbIvdDOA0oDKEuC2Mis9cxZuaPqQardPTaGUpTIg2/oSILCUaW/amLHA5Bgeh9CPZBnvCCYCt9GPR3xKdis5QkedYFNSvQFyDw8SJKf1YHSknze6km9FntBNK86ptLJUfhaN5Ji5+HeNVKqvmNJkn8Kq3SZzJq/Y+CUfzqH1S44YiYpg+bRynR57L5xDuqfAZO6ZhX5YXhHiVzsLWa7QVb4psSx3TSTWJO31ToegvdU5F4JnFo7/1Z9FMRUi+RHi1WJ+JEz2M1WugWrRZxnGqXPU5gjZtwinw6mHMq/VnoQxyzEik5XIO01MmbSpTQV13PFNhBy3imXOKV4vrjgSaLH6J2QD+kjXzd6jyJ2+5nCfI5ZRXRprrNfukpF+UeYfLDCnZFgscxMorDZszEkweJ7B7Kv7oj/4Izj33XDj77LOr97Zv3w6/8Au/AGtra/CHf/iH8LGPfazRRW4mSEmjxSfq1J9JmtOMWu9IbR2fOdMEAgAdzcObyRZGAFbUPFBSQqZsY7SJ+4ZpG6U0tgDxZAvsRuvyu6GpOLSR6Rek7uF35r8dYZRYzmIbmWmlNO66s6x4ny4biziC1qQPqsSgiuZZihO/jjlEpAKxDqCzS/UofjGyaljpB3g1FMUEGKWrA4Ya1c8RPPE2EnnGvGqXRxb4tOKtrwHzasxINJ3QYu0Aw0HBx+LyBCiigbmFi6N5VHapfCnj1fq99OySy6tk5FhZEhvNVGBnKlaq5/CL6YSmR3BHMiKQCfXRrvcJ+m70nmN+MXUppy/BuIbEzHlKY3/KqO/kxluLdvkvX7bAlm1UwIXUhZHsc7k+g7Yh2ziZLXOfpZU/WbwK5j4JBUzwT9lOLDWQIGUCU8VvlA3gC8gS920wIMr1BnV5JS1X04M94wT24Xd33XUXHHfcceRnz3zmM+G73/2uelGbGSphhg5K4qZdo+VP3rSrGSEhI1oJUydCSsAwdtD7qZOIzBpYd1OGIiTxBnV8XZEyoMCJt1RkKBpRY9Ry2ilbvPa0umNzvW40T+PQ+JVPgU89M79hn9pTUXzXFXyUE0vSpupIGT0VqVOQkiPPnntul2XU+GEF5tJGRmLEAbYdIqmBaht6sX6vcn0AYNTlm7XizfGqi08oXsSrqXKVNtTSet18vBrKPhdrH9H2lMRyS9aCzpSHX8DSJ+Vvh+Qy6UDjex4IthTfKUmbzxtg5EAzy+WCWfvI2Gf8mhzTGXFCY84YlTkns2qRjB7+xN+7JNOFVIZH2+MX66kIlT/FZZv5WdgB9juClP0Qy5JE156799ygje7/ulW+BGDKDFKuBm3OJ7FT8YxnPAM+/OEPOxGsPM/h//7f/ws/8AM/0NjiNiPUzFn8TRujV+KmbUrvbG5rU/oigRgnvDFigjSmeCOTZQjaOPIcmsAUSl2WdHxRDYM2EXnmRKWAvO7YScEujlH760Q46OuweQ2AViDRBlQGr1LR39SyMSoyhH+n1x+ADRS+2YOD1s7sqXDKWRKiWiSvEqnyoS/Nnpl/K3w27fKz9Oiv3zjmGfZBI5HVLB0u64g19tu85tAP8GpOGPY+J5QsA4oY9pXjn7m8mhIFpQZoVJ9FykJq2UY/M5dXw8/McWj6qUaiSTstWIMWb9Om9FFyb4ArV/PcoxM8gQM3I+iRqxZuRT/Yk1Hi0PqIPxIWjM9TsnJ+49iSq7HMVifMq/HsEnZowvsk2M9BOpIxXh3hJjnfhDMWyvB4gzWu3Wf3RADQthc24EOBySfd9CcMb3nLW+C8886Df/2v/zW8+MUvhiOPPBL2798Pn//85+HRRx+F9773veNY56aBLCsYJhwRoz1YKuVLeduxU2fxmE7KQzVr86iNAdVn4XFwBG3LWOLXcmJvO+RMubQ5m5KKJFaGGhFB9Y3ZpCND/CyJWbKWlqmopqvEjERPlMJ2xmKZhoJ24L4xnNBqNncn/MwoI7ND3DdJT4U7pjOkBAjj2IjmBXDR+5QCiaX5SdpVBDUlTV/8JbOJZOlVmjOWZiRW2PXaS+M6kkk1MqEVrl9pF/SHUE6CoCcwQfWZ7cP6nVBqnxE1+pHIc3BSWSz6a5UBOfhEwMU30IDd1+BktuK8WuCbf8lAkZ2RK41rqkcv4nxT8gXzqs8JtU+W9gUOYtOjapzRGtDvDAZDsNAth8gvV/OcmggYMY6tiV0pGWSadjwb6fCL8Vmsub5+33Zi07JLJk7oLBmbNpVVyyJy1WyWNnEwfTrDkyZXAeIBtrwmjq4hJF9oXh0HsJ2Ks846Cz72sY/BBz7wAfjsZz8Le/fuhaOPPhpOPfVUuOiii+DEE08cxzo3DWRZBjmYzaXcdHO0Rt4XzRv9DXnbBT6qzUPrBus1J/pL1Yr3B0OwWZlSfr5oXmqEg+prSN2UlEPDoU1FnilhFsvQcCbD2OVT7gSmtPIEp7GfEIR5DmSzNDnKjuBV35QRqrSCSvmmR9QIw56VVUuLavmuOzi7n9ij9pjOtIga2qO41jsQcQdwnVjDUIvxKnrfNnBjYzaLtfsdIp6BajpjlFwFoAMuPtnmnMHji3pX60Z0KNlG8SqZCQ1P1Enj1biR6Yu4OyfHR86DiTWoRyfbJQ40KNdn0y4DdbGeLyoTapYCu4ZVf4AOuKxw68+Nni+L3aJBrkjAJLbHQ0ZiasMxQJm1j983Uq4SGX/fQATKBqD4zddvVgdFES4zC2vKNpdXfVk1sJ4ZJVdLHOxw2TQNZ8zm7eg+qd+jdWE4wBYKuDzppj/ZcOKJJ/6Tn/Lkg8poMNJgfgUC4AqzWE+FkTbFtK1N7RWkwyHMWtE8UpBG0uy0EK9/iNoYdFkHoh0wOAxc9D4lxGO0Q6URmjR7tfYERxBddjjt6mkopGnHIqh47ebfUPS3Hn0YMBIpYcZo7I/VkcbrjrmpbtsZCykBvwKJRWBp2uY6HeMqNVNBOFPuUAGbdoRXfUrfoU1lMu0DLk3a+HW0J4PkVT8uQHomNB+a11au3cbF+BxepXsqRr9NRUFzLq/GI/beJvFY+ZPlEDllPMHyJ/99i8lVg7Zl4BZjOvnluNX5HEA7oamBg1jkmZ7mU3+X5Be8dkquhoxEonQK04xll2IZYKwLY+NJbfliZ/TSyytHtI3gXtg4drIk9j4JrJ3ua8BBi7AurK47tYSaCKhStAE8WXsGr8Z6tsYJ7J6KFvyQZUSEhNwYnmgeOZY1PPqQOiCqZHIqqlTQJ5iTOMmTith7+xqIqNZ6L5Yt8Cs/MnrroU3V38Zok2ceYCMxGOEICwSq7IwT9XabGePRXxwhoQ4cpNduCmLqeQPYxhax9kDKN14uV/+OrQAAfBme+nOzsd9WdpFnZqTKqTIgd+2+aJ5mMkx6Vo3m1dTaX8qRo5Rn9AA6rDiJCBh13+ln5q7VF3m2h1AA+Eoc0TOz1g0AwWk+UV7tKHk1EAXNjevGBqq57pJOSjaSdvzjdeqhaT5FtiHVSBw9M6OXJOLQBEtDCYcod/nPoB0x1KJjow1dKDOOAXz6KFG+RORqaI+Wv53WLE3bAL5y7Ro/zC+OLvXKZVu+UIMfwrSzrLZkOP1i1JAbslwuFuxBPVup5+AkZ7Y4JWt9/3WPG9iZite+9rXR73zoQx8SLWazQ7LB4UkfGhsjq1O+Tg3j0MXF+Fh5UbV0WIHZpTT4OqKlEQEFAkBvjGQjkYrmeYwdKu1Kpg8J2mR9fiR9aESGyjUwpl4F662J7JDLLyZOcR31oTuphj05nSVRkHqFWaC5PtQkDgCwThjXVCmOL+qdM7Nq+BqochYqTe+L5gWVNno/Nept4hP3nJHqtu2uWGN/PHBQfs9fp96tDMkShzDsSdnoKesQ7PFQtoByKvB9ijW/xniVyoSavShpxk5VloFok0YikekwHf/6umKGmr12J7MViv5S8gH4vGo6YwAwSInYh59ZzFAjy4BwWarwvCiAlNLOpuUqcoCJfg5qj1O6kAoc+DNb4PxOnocPYqP0URYqr4xUeQCAcVYEv4w5q37XLmkt1+SsPVG+cEbiRx3gCtdjcwYqJcYNbKdi+/btxoUAACwsLMAdd9wBO3fuhJNPPrmxxW02ID3WnN4Iwzw3Um0AfiMxLFDAwLHXEWPO8iU5dWJI1CR6DA5qSgmt9ClvmxDiefhAMLIWM3LdsRKB1NO8yewQop3qjFFKP9bHUpAfrR29V52CTkQS4zWstXFsZzlsnDrli2hn/vtmJNUoJzTKL2HFi3kVII1Xa+WHaFORxJihZigQS/kRuBg/xqtUL4pvOks0+mvtcbNGPhb1rt+3myEp5xug4NeZ6RKf4NVA0IJTskbuceqZkWeLROQqel9U2hnJhHIzwPGJXZEyweR77p55gH8nz4nMRkyfBJzvPLd1IXXf6s/CQwXq96nsEuUI9in5gj6X8aqJC8Dg1UQj0SdXkycJRfURsgGSswWufKEnxEWcsYA+8TqhuN8s2bCv36fGbfd6/BKk4DAGQz6AgxMLWlAnuNs2QLmu2HlT4wS2U/Hnf/7n5PsHDhyAN77xjfDyl79cvajNCiZzFX99tb/DYQ6dwASm4rdyMpoXLcWJCNJoeYIxmkyj9BPLOtDnuBfF2RheQw0c2smlV+jzWumH69TpiJglSKXlCZSRmPvq1Cn8tCimufbRZ56Ub6ozRk0SygleM2hHhDheLx1JrH87ZOxgkPTgGOV21u+Qhnk0ghrmVYrfKGMnz4nJMJ7yJ18PTsr8fGrtXtkWuFcGPsEvqVkSgLixFMzCUsaS53lTJUgUrxKkzehvYBhDbLqcU/6UMNaVvu7IeFGCdtxAxSVn7rM3y0rdz01dGFg7waucslRq7Tlx331Bi1BmK9ZTEQtyhTKhlJFo7JPAeQsACTZA9PT3iHyxaWP5EtlnlIgOVXnEGrVrfG6ArcStvxvNVAT6C4uR1fZ9o+UqVZYac0LJntDAM/OVCY4DGuupeNrTnga/8iu/8k96pKw3wkHsHMxUdHSn/ozb1BdLo6WeFUGmyolNVeCY6wYAWKcUbzSFV3+WrkAEyi9gmOdU+tCbsnUN1MHAVa2+Ru/qd5ACofnFfU0a11Q5i7dcjogMeZS+SxutHQuzgIFL3TeDV1NrWNHnociQT4GkCnEq3UxGYIn6WV9EjOKX2B4F4p6HghaxkhL8O/GaZ0zTfGZU1Npeeyxo4WYj8ToQDpktiDljJq5NO9TPEQ2YJJcJus4UXYIEDi4AXVLS6xOTpyi56jv9veEgFZXFJYMOHieUrlMnjCXKIYpO7GLscTJgUn+Wml2q153Oq3SmoqbDLUPmODQxG8AJFHkM+1q2ITqUfPIYuLYzRsmXHKyMIrHHcd9U8LwG476ZuADC+xag7Z08ZeGm0XblavjkepfeuKDRRu3BYAB79+5t8ic3FWCmCJ3kCeAx9CgDNw839cVqf2mP16Xtj3rzhBlPkLqefrje2kPbwgXQCdJohkZwGmasHrIyEn38EskuVXXLMQUEGMdcBxVV8tOm71tI8cYiQ2TEnjBwvc2MtpEYNY4R7URe9TlTqSNl7XUDaMsTws/bXHvtFGCnJOWMDTNgUtOJ8Qup9A2DJffikvctssdN59sv28hetVhWjcWrPLnKcWjWIpkt2uCo15hcqmetG8CToYlE3E354j5TapKR6YQiuRxyBA25TO3x1BIkYu0JEfsaZ/Q3po8oR5LShRK5GtWF7m/5MzTh67blU6xUL5otwCXQib0olO0UneiH3k8tcSTL5TyOYGqVB1W2njo5kypbJ+Wqh1fHAezypzvuuMN5r9frwb333gvve9/74NRTT21kYZsR6EYnN4oJ4DMyCXxiY8QnpIQ3BjWa1ducFoioUQKB02xElrMEDFTfgWJUTWJ6JLH+HGeHuLWY0esmBCGZNiWEcEW/W68P4xRrxwYLL/IciyRSgtiX8k0VZvW4Sl10Bpduhfs5KCMxvE+SJ3aR+ySsQDIGr4bL5ej62bJczqiRBxN/kJfNjJZ8IRtI3WhcDilTkGLGdbi8oaJJZQsEzyxUShM78yC2x3NKtlG13kR2KBYoMnrVYpPtmHKVFfVWjGWlot7lmmp8l1txliW1p4Ia3tFLdsY8QYvEMh5RX0OJiz435UvAOJbYAIR8ojJ6VFDT3qK2U2L2bKWewUNnzqPluBZuge/SoXCp7LXB69Gy1BEO+twMBoecirA+ImmzghZ+fTRuYDsVZ599tvEAAeoLPO200+CP/uiPmlnZJgSyjMdnqMU2deXxcuqOTSMRIF2QmgYLWvvQFma+dDPf2w433obrAiU1iZwDf1JP4iQFgijVHRakpEBKfWaRCGz5Nwc6kmhG1Ny144haqLmepI1LK6K86tI2m+vTFC/VxElFYKNTbQxHjqlAlFm10AF0JU6W2c43fp0BQGHc2gonXu6WHrQgbMRwlsUTgaWUftxYIuQLum+pcpU6/T21Z4ueFiYIFDVFO2qg0g5NwS2cEiJ8DTWdWPmTjYN/ixf1lhvXppE4+ozgVVZmS9OonbvOXKwUuCtypurPJYMgavuj/oycPBUN7pW8SpcCx8cAF/9IPevBWDsr0EToBCPDw3TeWT1+zsdmtUPABhg3sJ0Kalzs7OwsPP3pT4djjz22kUVtVkiNDAGkbyxySgldFugYiQCeZqOIMAuXsyDaAmMpeoCL0VvAi3CwNiUxQSlD99w9gdRXi+kKUqqXRGOgYhwMRhQUG2rJI/yIiJrgbBEz5RvKbFG06/divBoqraCimDEDNTZtI55uhhHt8IFiTSkvDPVZNC7tAn90SBNBGwCqMZ3pvOruUYCEqTYljodf2PeNYSyRWVhDtgXkauSZaeQqFb2NT3+qvxsvf6Jo159RkeM6swUIx3zmgyFdjhJtEkeZLWq6HGesa7pOMHEB4mVAlf/rC1oo9JHEsDcyW6nZZ+IaknkVXF6l9BFnUllqNtFXxpMakKWemWT4BuesCLp/qF5jOKvGv29RuYp5NTDIYdzAdiqOO+44OProo2F6etr5rN/vwxNPPAE/8AM/0MjiNhvQvQG+6G94UwfT1bFMBTZYBAZuaDoLx0CNR54pI3H0PXJjYOUTVryxyVOkQEjtS/BE82rakhKB0WdEaUSxJvzavW/lfR8M3bpj38FalOKlBDFd1oFoBx1gnNkKC9JoY3/gvkkyFWb0V7FPCF71Tfoo0VmZLQIndOBgufZpoJ0p/FvxjJ7f2AHwGSz162BfgyBqbvQWpGZC0efm1CxmVg07oVFepa579L1I9FfCq5zIs89Q62aZKR/Q52VmK3l+PqHLALTlcrE6dbz2zLmGuHHtD1pwMucyXjXpAdhyNYRL2AAM2RbqqaDLSsM2AM5spR+AW39uZqbkmbHUigFz7fV7McM+2ItC6CP/WVel7YRoJ/bh+miHss/jBnaj9s/8zM/AnXfeSX521113wc/8zM+oF7VZgVX+xIlSOCVI6UZifGOMcLESMCZeMAWptqwDb8qhf1NikNTnk1HvqjQiXAdKR9zTnQquMLLXHrpvqZEdjB9v7I/wanW4FRWBrV9Ho3nJtFFELRDFjJd9IdqJBx15aYcUCHo/dToL3RBYfx5ypvDafZHnUIkApYAoXgWIN+6SUdBg/0/9muQXTjSvembudcSNRJc2K5IYMBIlBiq+f3FDjaAdMI7L922gIrDxfeLnVQDP9KjYfUNrD+lC/Ampj6JN5gRtlGUJTdWLZmETDVRfX2aor4HOwoZ5NSf4xZygVP82d7w6QH3fUvUw3YMDzsnQAPbI6xFtcJ9ZaqkeXnts0EwsyxLMRnICk+TI6lQnNJxdGjewnQoqZVTC+vo6zMzMqBa0mYFK4VGbEoAWZlQkMtUwx/iS5le6CTQ2prN+P3XaRtS4RhmelLMeML4+W4CfmYmf5zVNshwlpjiJ7AOZbiauG6+dEkb4taYOFEA3djHmCOqFuN8ZoxzgeENg/Z6kp8J0gAPp5nE436UCISKJALVTYvAqYejFeJU0tCLPLLm5PpLZipWspUYifSUC4cZbTDszcAHivBrKJsayJKSBapRXpp1rQvdzuLTx2v3yJWSohfklVpZKDgZAn5c/lXpIJKav5VXTCVUYiQ2PlI3KNsQv5DOLBIqCU9IA60KXNv6t9AEYiLZINqJ1QKpT4a49WpZqnOni2gFGr5ujC93fM2hH5IuqXG6CmYqk8qd7770X7r333urfN954Izz22GPGd9bW1uCaa66BZz7zmc2ucDMBFWUY0kKcjEwRmzq1GbGgaf4t8CX1t1gB+aMU8XIWuSAt+hpCtOv3yXpr0jB3S1IoYRaawNTp0nXHWVaM6cxzTnQG0caGFiEA8ogQDzqhhH3rK0+IH5ZY0sZrDxhqRFYM40SjeUQ0kHbeY9NZKAO1/p21xJ4KX5266pBIUSYTXzfNqzbt1KBFvBGyfh3vgzHXi9cR79nCn4z2WaxvKtFYipeVIsqEXI2Psy1xXH4paMfXjXEMXhVkKmpeDWcqqD2KX8satet/RMufrPUCcAJslPNefze1/Cm5B8fDLyXx6OGaMRvAaK7nOTQ8Z6rEpeWq7+yiQhfSTmiBnyeXQFM2AABAbxDLbBH4mqxah8GrQX2UdgBugQPOOvRy1eZV5+fGBklOxXXXXQcXX3wxABQX8e53v5v83s6dO+HCCy9sbnUeuPLKK+HSSy+FvXv3wgknnAC/93u/Fxxle91118F73/teeOSRR+DZz342/PZv/zaceeaZ1ed5nsNFF10Ef/M3fwMLCwvwghe8AN7+9rfDs5/9bNa6/JM+Iobe6C/FIJxMRXIZkKH8AgYuJcy8ijeNdvL0hEiWJNbMiCPPnayoFabLMjDtEZ3cH82b6poRCjsSOcjz5OiMmW4eOTQQFmbedHPphBJC3Dw1lhKk9Wuq/jY3ajndtYfKOjijMmlDLcYvgGjb2SWGExqtFXeNayzEbSVQZrZK3qtxzHUDWLzayZwyj5ACoZxvAORU4Nn96PNg0ILcJ+7zttderxevh3hmqUYieR5MhDbBq8klAl5eTZSrjMxWzm0SR/c87lREnKkAr/uNxOIvjriXQZTUJvECP9WJdXmdMxEH1/dXtFNLStDnZtlYQBdinWDhemnjZ07gGJmt4OSp+v1U2RazAbLAlDSM4wtahPY4rQvdawAIP/M8z2kntLSdCBuAlKvE2Gcf7dQMD1niyAk0afqmqDLkJ1um4pd/+Zfhla98JeR5DmeddRZcfPHFcOKJJxrfmZ6ehqOPPtpgiHHAtddeCxdeeCFccMEFcNppp8Hll18O5557Llx//fVw5JFHOt+/+eab4S1veQv81m/9Frz4xS+GT37yk/CmN70JPv7xj8MP/dAPAQDABz/4Qbjiiivgne98Jxx33HHw3ve+F84991y49tprYXZ2Nnlt+Nq7HIMlEA0k62cNj5Uw1ASjybwTLxIVbyeRNpUtID19YmP4xsFR5QnYyJue7sDa+iB6AF1q3bEvWxBqZkwVCABxYUbRTo88+3EL2uFyGMopKV+TB1sxskuisyIC2aX4gYWINmmoEbW7HmfKN0/dzmyV+svIbCHc2ekOrKwNrFS53/GnjJ1i7TFeLf5qDscESClxdGmHjETfQWwlTjfKqxEntFwXcd84k4Q0vDoc5mBvZ1aZoGb0sidzTvELFTXH/DIz1YW1ni1X+fySOjUrNQOM6UdpJ+tC/kGwMV4lsyTo8zrIFeZVMgvLsAFCGWBfZosaBJEatBgQJY6+oAXZZD5aD14VmYUlbQD39/y8Kp+yFh/NzufV6EAE1AsbOiRy3JDUU7Fjxw54xjOeAccddxx89rOfhZ/6qZ+CZzzjGcZ/xxxzzNgdCgCAyy67DF7zmtfA2WefDc973vPgggsugLm5ObjqqqvI73/oQx+CM844A37lV34Fnvvc58Kb3/xm+OEf/mH4P//n/wBA8QA+9KEPwa//+q/DWWedBSeccAK8613vgieeeAI+85nPsNbmNdTI6G+aMEttsirwR7jRTIUrkKhsQWyyy5AQpLGmPLKkBH0eahInT9JEgDcYvu7pbmdEL82wz1HqEisGqqeCivjjaF4XOWg1bRfZjCz571s8kpiWZsfPqYtSFeRkGUMYlrQpIzFNcQLUz5xXekUp3lrp2wrDV0qT2iydHnkOnxRMRb0xvmGoTXedtZMRNZzZEvFqSZvgVYYTSvGqmdly+S3Eq7HMVlSuGrLNv3ZKvuSEXDRox2QbJVfR56EmToM2gRONoGK5Whn2tJFIHsYaMdQow356aiRXYyUhBL8YvEoYyLEsSRcZ+zXx+iU9hIKSqxg94LznghIk1sQuc90F7Vp3OKXAHucbKl6N2ADU2gkbYEjwaoHv0qZKmNINc/w79etQ4MDX30vx6gzJq8Q+IbKwPl4NlU+lylVMP2oDRPR4qLQz1AvdNCQ5FQcPHqwa6LZt2wbLy8tw8OBB73/jgvX1dbjjjjvg9NNPr97rdDpw+umnwy233ELi3HrrrfDCF77QeO9FL3oR3HrrrQAA8PDDD8PevXuN39yxYwecdtpp3t/0gWmoucYSpfQBwgYLViAlvj+q5RekmHbqeFOcgovTNteN8THt+DH37saY6mbG9/G6DdpEc1q3kxlRuuB1E1Gpmen6R+lMRf2aMhJrxYtoV9+nf6fEN2jn5l9MD18HxS+ptZgFfphXQ5OrKH7hNPb3+2EhXv66T+mXz4ymTTg0nmgexeu0gVr8zQlexTQNQw29pg21rrP2kALB+CWvYfyhhFfxPqMyU+gaaF4Ny5f6uhOdb4TDkquhkrWhGziIjidF11DyapahiHLEWDIM1KHJq37a9fWXr3GmosZ3s2qUIzcc1qV6JK96HeDirxH9rfilphPLbJG8SvFLjU6W0pT8Fgs6UGVAMV6l5OpgMHRKlKKlwFobwCgrNXk1Vqpn6pO0fWb22QGibfIqxqcywHgdWCeU/EZntmh9VOLTvAoIx31Ny7b6e6FhCgA1r/t4tdYJLn6qXMX4pA2AaOfGPitxXF7FjiD1vMcNSeVPL3zhC+EjH/kInHrqqfATP/ET0YyEb+SsFubn52EwGDhlTkceeSTcd999JM6+ffvgqKOOcr6/b98+AADYu3dv9Z7vO6mQZRl0R1FxzIjrSJAO1gfll2Fq9J3yeU91O9V7pUDpW0J8sD6AHMD5HkCR4puaqn/DRzvLwPgOQMF85XvlNWAFMjMqy8jznKY9ojuNBDbelMPRuinaHUS7063vSRk9m5nqQn/Qh6GP9nQXpqY6MJN3a9qlgdrNamGIaJdbzLzu2nkpBd/MVBdW1gbGOjtIwOH7TaVdZ6a7sLqOhHq3Y0TpS9wym4LxZ6a6VYSrvG+4dMFYOxEhqfglr68bC7DyPaxko/ySl7Q7zn3Da6v5BfNq9XHFqxS/lLgFcbT28r6hfTKF+KU09Ganu7C85ueX8pmVWQEAc5+V+OV3DdoZvue1oip5dXqqA/2BxS8E7ep+DEwFNIvuR71PRoYCet54D9X3rea1knYX8yohX3y8Wl935lw3+cwQrxr7LK8NEptfbMU7WB/AEPOqLdu6Jr+QchVcXu0QvDrIa7VO8WoX7ceaV5F8qQzzTuGg5LnJq5lL2+DVgcmrAACdbgadLAvwS3EA3Rq61hCvZphXkdyz5Wr52w6vdjOXX4isWg71PisvPIN0Xi3XiY3jLrruLsWrI7mcE/yCr5ukHePVbphXZ6Y7sLo+gOHQw6uVfEnn1UofdV09DGDKl4FF2+DVbge63Y43YILpu7wKzn0rHGCCV0l+iT+z/qBv2C+1w+7SxvgUr2IzuUvJNqtUDwAM+wUPWSFp9/28CoBtCFe+UHLV1MOYX7pe+TI93TWeX8h2wvZL3+KXwTA3cDHPNA1JTsU73vGOaqrTO97xjomUOW1GeNFpPwA7d24BAIAdO+aq98sHPDczVTHn9u2zsHv3NgCohdnWrfV7VcQS7Zy52QK/0+lU39uypR7h+7Td22F6qgO7di1X75X4JS4AwBZEpxSGW+amq/dmZqZc2jNTlaFXfm/btoXq8yOO2Aa7d2+FXo4jClBdS68/hMEwh9nZmQq/O7rG2dmp6r2tc8WhilmWVVmN2ZlCmOU5wBFHbIUsy2Db3qWKzq5dW2D37m2GECmdgumpbrWBZmZqOrWB1K2vZ+tste7Ss5+dnQJYWgcAgB07t8DuXVtgcb2ms2PHlvp6qqghvm9dWFiqN/HOnVtgenR/p6bq57h9e80vJf7sTBcWV3rV57t3b4Pl1V71PcxDpUAyaRfPvNut6czNTldrLd/buXPRuW+YXzBflhbLli2IX6anSNorawOArKazdVvdn3TEEVth964tcHCl71w35rW5uZpfSodzDj3HuRG/5FAL+Zpf8up7Ow6uVXRKftmyhmnXzD4zUp4zs/U1To3ur8kvo72X14cN4bXv3LUVdm6bgfnlms7OnZhfOgAwNGiX+34K0ZmeGdHG/ILuZfXMRrwGALB9xJed6VrElzwEUBu4FK92EL/MzBb43S7ilx1bEO0at+TVbdsQv4wA89DsDM0vq+sDyBC/bJmrD1h92tO2Q7eTwRGH16v3KrlqyDbMLwWzziHZNjvif4pXc0CybX8tQ3ft2gq7d2+DIfKKS/zCicxhMBzALOKXUrbNzNTPsZTVWVY/s5JXAQB27twK01MdWELR3Z1IvpROBc5UlPjTaE+Uz2zKwy+VbEO0d4z4so9yaTt2IH4ZXQ/ONG+peKOL7u/oPUQb60KKV7eN5BiOvm9D/DJDyLZSLmdIjpWyoNOpn+MutO8pXt26BenCzOWX8jcpXoWsprN1a62Hd+/eBkfsmIU1hFNnvos+lDwHmEWyrdQPszPTLv8jXVjy+jDPK12IZejOnVtg584tRnCJsiEwv5T6iNKFAK5cBQDYvmMOdu/aYsmXWed6MO0Sf2oK8cvoGrGO2oF0YYmPaW/bVvAlHliAadf8UhOfG/Ellm0kv+xfqXAoXsVyrLR0tiKZM0PKthG+l1+2wta5aVhGZ3JgXl0a8Srmy9Juw+9tLW3BLKuysCWv5nlNe9yQ5FS88pWvrF6/6lWvGttiYrB7927odruwf/9+4/39+/c72YgSjjrqKCfjgL9/9NFHV+8dc8wxxndOOOEE1vpe929OgoWFFRgMhrC6Uiu/lZEhiFN4Bw+twPx8wakl76+srKP3hgYuQB3NXu/1q+8tLtVC89ChJeh2OrC0WL+3UkaxUETh8OHVCn8wMsTX1/vovYGBW6y9oN3vD6vvHV5crT5fWFiBmSyHw4fr9/B1l37o8vJahd8bCYV+b1C9t94raPb6gyryPIW86gMHlqDTyWBhoaZz+PAqzM92jRKAUvF2MqhSQcvo/pa0B4P6etbWivUOh8MKH9+3+fll6AyHcOhQbXAsLdb3soRVdN9KR2NtvV/dp9XVkk5e4WJ+KfHxdR88tALz26ZhebX+7eVlxC8jJlpdx8+spl1+b3lEJweo3ltZrvml/H2cOTm0UPNqGTFbW0P8MhJgFL/0+vWzxbyxsLACneEQFhEPUde9uOTySw/xS290vZh2ufbBoL6/hxZqZbE44n9snFX7pJtBqUYxv6yP6AwJfhkM64lfeO3z80swWO8Z/LKI+MUuZ8my+pmtrvZq2qO1+filXDsuTzh4cBnm57pwCMkCvPfKQAbFq1gWlHs4z2t+WUb8Qj2zQwuriC9H31tdd/iF4lXML4uIzsGDS9DJMlhG8q5cG+bVBSTb+oRs6/cCsg09W1O+rMD8XBcWFt3r7nayau8tIV4t+WWA5OX6eq9aV1UGZMi2RZiZ7sLBQzWvLi1R/IJLSgr8lZWaX0r5kmN+QXpkhXhm8weXYetUBgcPYtr19ZRKah1F2au6eXR/V0cGECDaWL5QvHpopAux/Cb5BT+zMhqNZMHS8vroPmX1e0th+bKA9mNpRK6vufxC8Srml8OLWA8vQ97vwyKhC7udrJoSuIiebS3batqlbOv3h7UuRPet1IWHEL8sLq7CwsIKbENO5Apx37Bsq/TRwOWXwTCvnvm0IdsKXbiwVMshrI9KGYrtl/K+Y92xUsqxPHffA2xDYPmyDPPzs0bGboXQhWaZYPEX88syohPiF8yrC4dXHDprSFaX9hQlV7HttIj4ZeHQCqytrMNhpKNWCbsN68KSTg/tvVLm9HqDyqYseRXrDoDCiSsD4E3D+HIgY4CZmRk46aST4IYbbqjeGw6HcMMNN8CP/MiPkDjPf/7z4Wtf+5rx3le/+lV4/vOfDwAAxx13HBx99NHGby4uLsK3vvUt72+GYDAYCQDkoZceNS6J6vUKo7mHGD/P80qAlGlBO3VZ0Ki/h5vuyvdxxKfcWLjUozTY+/2hUZ+IhRfGNWgPa9r4u8OBu55y7aUgBSgEcUW77FEARHuE3h/UazNKyUb3DTfNlbSHBu2RU9DtVLQHfXTf0D2yaRflCSPaXeKZoevO0f2gGpbr+1bgDAZDQ3nazwGgLmGiaXv4pVTw6JlVERuCXzLiujE+vuf4eVclChHauImzwjeeWe59ZjMe2jVf179prxvTNnkVRe6G/n3S7XaMOmpqnzm8P8zJWvF1gl/w/ajuG+ZVVGMf4lVcIkvRLve4j3aQVxG/DInrxvet4lVCtmF+wfKlVJPYKAjxKkChRA3+A1qukvySp/HL0Cvb/LxqyracvEf2PhugHhy89rX10X3rubza7w+r6OQayethXsX3jdrj+JmRtCtedR0acp9kiDaK2lK8Wn4P19/nBm2CV7vuM6t0QibjVTyG2b4XmFdpPezeN4pXcY+fwau5X77EdKH9zAaDoVFNUgXIuhmpC0leHTEr7ucgZZvIfnH5JcsyxC+uDWE+s+J76759UuGiMrOO33bKANOuUEja1DMzr9ulHdOFpU1E8erUVF0u3aNoQ9huw1kbvHZqWmFTkJSp+Lf/9t8m/2CWZfB3f/d34gXF4PWvfz289a1vhZNPPhlOPfVUuPzyy2FlZaXKoJx//vlw7LHHwlve8hYAAHjta18Lv/RLvwR/9Vd/BWeeeSZce+21cPvtt8Mf/uEfVut97WtfC+9///vhWc96VjVS9phjjoGzzjpLvE6jobBX1+aVUOk7hGNOzCj+xiYYxBpQQ02cALEJBgRtTnMaNtQCDWadRNoVftfX9FuIshzAaC6raEea+nDD5YAQpLFTRMu1rxtrLxtvEaFS7+LrNpql696CZNqjv+mNt+66AZATalw3Wnq1doRPNKfNIMPexi3wKdqjaByinTqmM97EiWnXfQIl4MgxHmtc47v7BDfGAcUv+MZZOHjtmFdxI3GYdv2aUn7UdJZYY3/Fq0Rjvq+ZseJVcp/Qc+Sp6XIkr9b2Kd2o3aNo13Rofin+pk6GwWsnebXbqZ5f9KyI0mEc1CNl8TOLHnBZPrMeZVzj6yZopzb21ygeXqV0Qo1DTZ6K8mpik7hhoAb2eFSuErQxfaph2e4NsNebyi+430EkV5ENUZ6bFDv9ve4vrPUwNZaeHGiA6vMpfUTp4YJ+ed2EcY35JbBPML7vmVG0M0uuAvj4JSxX62ZpbLeF9VEWsgEMPVxDebkUr051OlXZY6xJvHxN2QAlfUxjXJDkVJx00klPmj6Kl7/85XDgwAG46KKLYO/evXDiiSfCJZdcUpUz7dmzBzqo9vUFL3gB/Omf/in87//9v+E973kPPPvZz4b3ve991RkVAABveMMbYGVlBX7/938fFhYW4Ed/9EfhkksuYZ1RYQN1WNEsIcR9Ix+p6EzIsMeKl5rmM0sYHMVvgYNTlUEQHm98Lnj923VJCDKWDIFiXiv+Ha9TQSqg+jfLDYivBU9dKSEkxHPwTX4ocT20R6/7EcOeniTkKgHHmbJ+B+9IyqGZJY0lc60ApqG2Rgjx1HMqYrwaG/lYR+yL5vrB0D6w0K+ADF6tlH6Bk2X0ya/4d9YqpZ9VCpFSAr4xneVtnyV4NXZgYQmmwUHwS+QAOkr5xcYfx3iV3if179AG6ggXXZvBq8Qep3k17ABTvBobTxocN0nc82K9fl4tntnQWC/GJw9xI+QqQO2UUOcO4NdG5Hl06bFRupRhP2s4NO7v+BzJEqa6fvlCySYAD68SDjB1RobBqyTtsEND8aohngJOCStoAa4DXGXVuvzAASVXMT4VrCnXPszzWq526qElqWOji6w99cwI+VKTJqdXzgbtl/AzY9kABK9SY+VjenidyGzFnffiLylXvQG2kCOYQXn+Fckv6BpD97ykj4fMjAuSnIp3vvOd414HC8455xw455xzyM+uuOIK572f+7mfg5/7uZ/z/l6WZXDeeefBeeed19gaqRGu09OU0jfXUUKtgNwohRnhcAUpFc2jaJv47trXOYI0sDGKEqQR7ZiRSGwMY+2EAvIpkZI2pNJGay9/Py7EM+c1HhfZoYQ4Oeqyfl1NnpqmhHiYNobpgCPoE6RV2ReijVPCpCAO8GpO0C5wXNpV9LfTqQVpRAlQvDptRdS6WeaZ/V8fQFeNhO2gTAURzaMUiNFoTWUjCYPD/i2A0khMMziw4qRKI7i8ivGjipOQbTOUfPHJtk6AVyOR527m0vZnYUf0Eg176roxfTpTkZF8QMrVLiFXyaBFjRPKhHa7NK+GRukCIOM6oo8gwKtdbKASljmLVwna5FhXdH9DATYq843xKUcOgA4cZASvUo3AsYP3Kp3g0YWhwAElVwFwZgvTNmXjcJAbWbVUPYxr+avsUnS8urv2HqHHJQfBUjYA5fgXr8EB2rAP0yZtgMRAE82rNR16HH/9eYlfOoL9QULAJWADAEBV5TFuUPVU5HkOBw4cMG5QCwV0KWHEyFRQ+LhWvARS8SbSNvHDSr+MUsTOqcjAxTWMpUiUgtoYsSgFZmIn+otLShgR2BJIxeuZze1GntNpk04BVdYRyNDYEMxscfiFckLRd7tE9CPEqwX9bETbFUE4Ahtzxqi1z0YiaqEILB6TSB0yaRg7kfuWR/a4/cwwrxoiNXmPUqU0abyK8eORxAivRiPuAdoRxUmNQpyKGNcYqrGLxNqHeR4sQSJ5tdPxOIImboHvN1Axfmz2f7Vub1mp+/0Yv3D3ia+slM7QOKR5WdhgwKR+rz5wkM+rAHEj0147de4Rxpki5GKZhcXrxbRjss3MIFO8ivAt+lMMfUTxC5ar1AF0nQCvAtTZAuq8Kd9hiSVwMhWhZ05UpAaDkgC8gGwwuBcJyFK4RSa0pF2/T2bVGHp8nJCUqbDhy1/+Mlx88cVwxx13QL/fh6mpKTjppJPgTW96E5xxxhlNr3FTAvmACQXi87ZDCog6ddZUvGHa0YgaoTyrTEVEkBKo3uhvqKfCt3bqQDHjJFDbUOt2qvIdM6CWJhBYmQqLdnHdJq5BG3031ZnyR2f8941+3unGTsyJDT2zWHSG4tVut5Ocpqd41Yyombg2fpkRKWGqm1X/jB6sFXUEXX4JPbMpb/mTu08I3VeNowVApTToczMK6senHLlUQwuvl5NVC5VXxnhtaqR4h040z11vN0C7xCmyV2m8OsUoZyHlKkO+2Jfe9ZSVJhvHjMw5JVfLtyRydZos1aNxQk4JXV9fv446NNFAUxqvGoHVEQrJqx2dI0gFmqieCgBXrhvllcQ+60R4FcvVkqS3B8fmVU/p1TBVvhiZc5dfqHI5Y+1EHwydffY7Q/bayaAoJVeJUr1YL2wJRsAkmoV1aVM257iBnam46qqr4A1veANMT0/D+eefD+9+97vh/PPPh6mpKfjVX/1V+NjHPjaOdW46IDdlxNs28f2Km0q7ciIc0ZISyimZcqMMsZRvCWb0t34/VvtbAt7UJcncI0hTswXlMljRvMqwpyMkNrq/nCWNNmUk+qMzDrrnxFti3VHlRTmCEaeEijyjz8trn4oJUjIyFKPN7y2oaHfq6U/RE9hJgyVSdxxQYN5yuUR+oRv702h3sqza95IoJl2ql7ZPAGKRxPo19bz9GUHCsA/INgDc14DXm1V/7X3m7YOp1h5z3hnyJTFokSxXGZnzsfJqnYalaSfKl1B5JIapbqf6/djgkLBcpWVbVdpJ6cIIr0KE1zn7zM7q+YIWZLCG3CcMuWoHTKaQM0Xqo3QboCoTRJ+HbIAMaj0TM8zpcrdwz1Y0Czvt8irdX+jhF+qZkb2NaU7ouIGdqXjf+94Hr3zlK+Ed73iH8f4v/dIvwX//7/8d/vzP/xx+4Rd+obEFblZITx/Wn8cFaajuOB7hyKDgZSrTYTglZCSSinqjtZcn75LRmVoZxzYGneqWR/OmOhkMSYGSqkAi/Rye5lmA0KQPwthJLqXB3/ALUoxPlfHgdaeWEBn4iYY9FXEv1jv6Syp9WpDWRkP93dQSgaGXX2zll0Hec407MgJL7bNpQvl5aDuZLeRM+SbL+NYNEJ/+FLzurq+JM41XWf0cCiPR1zCMR/HWayfwRU6oyet4qoxZzlL/ZmoWdpp0QhFOkFd9RuKINvpuPLtU4tafU9N8Suh2s0qGNJXRM/doZO1kSQmhTwJBi0Ee79lKCTR1ssxbzlI2S5eAs7BUP0csW8DJbNn7lNOzJSu9Csi2Tt17RMk2jg0Q6yUhM3plUDNK2yFNOjQFfkW8xk+229LueTeSqQjZHwVt2iEaJ7AzFQcOHIBXvOIV5GeveMUr4MCBA+pFPRWAVLyREaFG9JeoHU4di0bXqSPFK4hS0Gt3oxRepU9GZ1zaMWcsrxQQHSGxvXWzmbF+n0oQpUYSzSiDH59Tw5rOL65hDkDX55d8kDrqEoMvOkNnOkLlch4ndPQDXl7NKCOxNJbCvEqXdaD7hr7rGGq4PIEwOKIlZ7G+BoO2iestZyG+LzGODYOlm7ZPqOtOzg6B77r9z2xAyLZYFlZdgkQFLdDnIXyzPAFNSUuUq5rskrZGnhpn6+trsOVq0UsyWjfO6BHfj/Jq5QB7HLlAz5akPLLrMa7L1afyKsZP7ZsyAgexTGgsUxHhF1cfeeRqhRvZ45HrDkXsY9nnWE/FbKxcDn2XawPgb5PyZcrNbHF6Ycs9nud4nxWfdSJ87g+wpTljvjLmcQLbqTjttNPgjjvuID/7zne+A6eccop6UU8FiEeeR389KV+nHtJTk5iqvHyClMoW0BESqqGwhpKhqWg/NpZyYsJKLH3Imf1P3bcqQhKrt46VrJENqH7aU4wa1rggHf1FnwczNEaDl+y6y2/QWZY0BRSb/R8TpBS/xHmVETV37hvdLJ3exOkqP/OZIXyHV7GhxndCY5mtkMFiXDf1zDhOaOl7J9LGa49m1Uh+oTOCqeUwcUMtIl+qPV6/nxqJjGavQ9PCUKleU7yKwVi7Y6jhfRJz5MK8SvdU+PGzDI2zjVw3h19ow95B52ULqGbpQHaJs8djZ4s4+gjZELmxT+Ry1Z8BNnGnqtGo5j6hss+pNkDqHp3qZJAly1UqyOXyOmX7AKQ476O/VJUGWeXhOzfJXTuVZaGCXOMGdvnTb/3Wb8Fv/dZvwfr6Opx11lnwtKc9DQ4cOAD/8A//AFdffTW85z3vgYMHD1bfP+KIIxpc7uYB0kgkvEav4g0I8ZiBStapd+g0WnLK147mWYfulOh4TGcJxpQSIvobTR/G6o7Rd10hHi4RiCu/2Ag/jG8KpC6ueSYMe+O7kezQgKhnCUfEfL0krpHoTbt2zLMi8pw+zCyk/HIIlwh0CH7pejMVJi513QDMumPSERwYuJg2BJRXQZsqQUpUfkqDI5bZws98ioi4Z5QTWqGGDXteL4mDri9nCZR1xDM84cBByEj1RX8ruRopM1RFvafQGTzqvgYT18ZPl6sErigLG3KAPXK1XDf6LiezJYn+RvWRrcc7dKlecmlnLAtr8Kqlj9B9o+RqdAITI0tCPjMyyOU+NZENENij3tHLqfKFOIDOd922XAVwnfcOYF1o2ny2LvRNQgRi7aHxxw7+GIHtVPz7f//vAQDg4osvhve9733V++VN/sVf/EXj+3feeadmfZsWonXHzI0xjSfiCFLdBnNS0R383YhxHXOI7Lrjrk8JJBr200TEPjWq1e3gCAlf+ZGlEYHrxuBTXhRuTBjlzBp536QPDr+Uk5GoiVsxxW1HljrdzK94LX4xSitE/MLowQmUCERHPpJlGbHzGvDaKSc00QGONlKWuPXnmBqd0Uu87sR7jlk+OEwBRVBpQ8tSvGDyYhedFRFz3knZFjkPJmrgdkp6MV5NG97hi/66EVg0AMMI1qTxC8Wr/iyszavpQa4Yr1ZZNfR5KHpsZjL5zrcR7InJRjLDI5cv01M+Xh3dt5gTyuhroAImZViINuxrCJWcAXiuG+Mny9Xib1y+uOVyqWXIPl4lbYDEKo9U57tYuxuQpeRqsdaOcWq9Tyek9psZ/PJkzVS84x3vcGrWWnAh3dNHOKE0uzGTvH6fnMXOqlMv/sYNFiKNFojY9wf14VK+BrFy6fEaeU7q06+AJKny6Ina6LuUwZFVSr9+P7X8ieOEOqURPocm0Uic6nTAPnTH2xhn4XeyrCpPwHh+5UfxS6hxF609tU4dfR407H31+eS60wwOn3EdLI2gSgTwOpPLE9KemT/a7+J669SzwnGMZUncmmez5CzP88qhLb5v0iqjhtXaO54RxNW5JmEHOrbHMdhOCX5movODiGxBSK46tJODFhGZThpL/rXH+jmiU4xiTeLou07k2et8F3+jso04K4IzVc/U4yZx+/uhsa60Q1R/V5SFDdCe6mYVj8WmINHOd6z/J2S/pE8LS5Xp/rKvNBugHmcbvm7TISrX7bEBCIYJjRl3ZOFI51b/jmWvDdoO6c2RqXjVq141jnU85UBy+F0I339oTvE3FhkyhBmJ71e8WQaGkRgau0ivPf2UYkn9bejao54++IVRQTt8Rka4NIIRIRFFperXVMNxap15NLNFRm/r16EyngIfRvgMxZuV6w0bS6FJZQC+Ubx+BTZt7JP6fUnTL1UuZ5YgBRQvGfUO8wtVUoIhXCKQfuaBzwm1z4rw7RNqjC/mlzwHowyAUryGU9GNZSPDa49lIzuBZ84ZQhFtcI/VyBMlSNSYzuQaeUa5HCVX6zr1+n3a+fYPHSnww4Y91c9B1+dT+4RwgImzIjCvspxQSxc6o5qp7FIZ3FM6YyWOmdlC+EQZUMld0UP/RNUKNq0apn3N0mRPZ6oNUP9Q3AYwcfHaM+u7NlAnkfuv228DFPgl7TRdGJ9sh9aRGDAZN7AbtVtIg3gKj1JefmHm64nwpWzJyDUZKYgLYszYAB5vPbix0puNojWJxH2DQMrYKI0wdlWqIE1PddtrN5o4JUYiY9SleziVbnwgVYeammbHuACuAqL6hTD4xpumlnVQUVBvmWGiQ0M6ocm9BfXnwWwB2uM5oQHiijedNl1KY+Ji/Ng+oSLXXtlmO8CWE1oHLTyKt+H6fsNYivE64YyFsyT+dRe0GcYSGawxcfHaY5NlyHI59Hkwc97xZSpG141/h5JtXTwIwnzeABFnqhN73iZtmzrNq7TF5TgJVha2km2erFr6WFeXHjkBkjDsqTMPCtqhiH1sn8QyoSVpzzML6ARyGEPkuslyOY4NQGSHqOwSxatUsCdZFyK5SuHbAZPkARpUFjYSYHvSZip6vR5cdtllcP3118OePXtgbW3N+c7NN9/cyOI2M8TOiohFZxwD1WMchzxec546o/wpGnlmGizd2snBQoiMUlDTOqjpCaklAp6641SDI3WULgAxzYeIcGD8mJE4i6PeVEQNvXbLMmLRGb9xW+C7ZR3pTXmZR5DSvBrsa4gpXjICm+68U4qXjnoTRiJ13yKlNGZfg7vHqWwkFQVNNVBTnSlqwglAetkXVT6Vmh3C+wSv2eeEUv1D9GQ8Sr6Y97zIwtZfyNm83vHwS4mbzqvcGvlo4AB/NzHinixXOQZqIHNuNr/Wn0dpW/zSybKKWf//7b15nCVldTf+vUvvMz37sIM6yCAMM2zKIktURAxoJBiMGyrmVV81miCRqIgiKlkg0RgVRcMbjSYxJuYT0ejrlgR/yqsxKGLQREWUoDDAMD09093TfW/9/qhbVc9a9Zxzqusy43M+n/n0vXfq1KnlPGc/5zHdCKtcTuMX/bqBgCys8pNZ2unKqmnffWWGwTtLh+sjV+Cg10ps2oH6SFK+rdoAVT1bzhKkKrlaZQM4HOBQuerC98tVf4miC9+k5pSNgQ50lQ3xiHUqrr76avzjP/4jnvzkJ+PMM8/EyMjIclzXPg/eqRO5IE1/C45iqmUZKASpX5jpderaSFpi1FwtIQJsBWQtjJJMR7WR6FgYrmie8v/lvSiKkaggcRoK83rUYEHqS/mmoCl9Z1SK0JTn2D01ew+Vqe6Wa+oEJVNRkdmyIs+msrO/cyd2taAbidW7zvrXGSfqXcWr1VEtB78UnmApbefowsB3RpmQ0nUaiYXydI9GVfAN2iMefqGUhoYaDc75+Y4sSeg7q9r8jrJXRKWR6FjjJm6KX33dQLWRWDa5Sos8O+9buU6XLmwrgyDIz9zml3anpdTI67Q6Hd2pcPVN+R1gxzop4VXzTsun8hW/hzpjpJ4tB+2lnmOdwEE70An1D5rx64TEsUZJvWrUbIFiA1Txqn8C0wDf6YRWrBPlNzMDbfKqs2erNBjcUo6tCLB55GndQHYqvvCFL+ANb3gDnv/85y/H9ew3UDb6MGQ0WUi2QJ2oY5IrNXAVQZgbuJW0i+9ZiYBLIAAV5U8Ow77M0weAkaoRfiXXXjUZpqr0yrVBVGjdcVWqu9rgcE3zIfBLdt9aRMzGzfC1iV1qhid3pgKfedsdnXFFVzJa2veqOtIKY0c9X5Wx5M7wuN4Zg1fJDk14D04lv1RGnm3arkEQ4T04tkMUet+qkZfi6+/MJFfeZF787gyYVNU8O+RLZRQ0p10Q7zt43R1JdPRUBBpL3U67wKnaI8NZUkLIVFh16u5Rl6EZmk42Navn4ReDlo6rv7PqbEHRSwCYvSiuZ67TUmHEoG2Wy1VlKvQsiWpcVwdMgJARxH5e73TaaLXS5+DcVLTkvgE3r4Ya9t4AWyCvqlUeVdlEu1wufPRyeu3GBCZH1t81IMdJ25Iv+t/K8idtEmLxe1CAraVfj3rve+aXsMZ5B3Ig91RMTk7isMMOW45r2a/AXadue52hG9dYHm+FMHNFSMymPnVZlE+l0TMVRSmOJzJUYthX11PaQlk9X9VoVWeTVm4c24KUEv2tjDw7hFPwiFBfZstyBN20zSiFNnkKKr/YhhZQHlFzRZ6rxmyq92NGIim0qxWQi8+L75URtZI0vR7Vsq+9ekqafZ7QNV491rXCSKzI6AXP/s9oe86T4yvZpZBpXxZtZ/TXxk3xHQZuaTSvDNfDq8HvrJxXqybbVZUg6eVyJbyqvGlnWUdgZivUodEzFRWyzVVS4qgVD5XpNr/4abuuXTPs80XqoV2hh61MhUHbNhLLg1yVTeKO7JSuj0poa8M3it9DM1ukrJrT/shoVzmhLn5xBS2K/696Z6W60KDlckrMEsdgXahsUKnj2zI9vXa7fKpjrBPA7ZS4bABXwOSe+2fx23/6b1guIDsVL3nJS/Dxj38cPaW0JoINziimOtPcpUAqve3iN7PO3ZXy1b+rEZK+RbtMGHVMIzEoMqRcu2ADOl8UE15hZkYSPQ2Fg7/tit6CqmiepvRLDNzKWk6vINXxKRmasndWKcy6Nm12dKZKkJaVIDkEKcmhcRi4Zc2QPsPeWS4XqHiD62/bnsxWjlthoFIm6jgjzw7aBXHlPC2PkZl+rurBKWvMB+zIdVVma0ThVaeBa9ynSbvlkC/hxpIvqxYWOCgbN5ni+3m1atM/Du265GpQZsvAD6+R1weRmPhWz02JYW8OBQCMUj3rmRsVA8Zjq9SFXXvylHrtKnrZ+GIV35epcG1wWV4CXRzrHmdbPrSkVK5WBNiq5GpHNexdctU41sR1ZkIzXPOdmd8dOiFUPnS8/YUe2iVObKV8qZKrA/z//p+dWOz1sVxALn+65JJLcP/99+OpT30qTj75ZExPT1vHXHnllbVc3L4MjmBe5UQdlBi4ltdpROwr69S1chgd18S3hVFLmy5kGg3VRiJ/A7qRTltXIM4SAYW2Y1G7xg+GRtTGquqOqyKwzvvObtx/3dn1pPiJhu+ibda5q81lGf1OW02zByjerCejyjB3COGWpngNQYpy2pShBGX7TKj4oUpgxLFGtWuvcAQlE5g6Cq/rWZJqg8OibduIpeOTKZv+Zddu1akbxpIvC2uP0vX1bNm4gCPo4ZsG5KBdVjqV0oZG28R3Z3Fh03byiyMKWWkkKsc7rn1xaTAiVOMXF+0w2RY6zrajNt46x7oWv3l7tox35suSuAdg+OWLGXouK7erzJJU6mHdwHWtExO/UyJfymwAK0tCDTS17cx3ip9R9vMq4JuSFihXu9LSTqVczvnOFNolzndKH+i0wwOyaslbVZbE5ci5edW2AQD3OzOdKRXKSnmremGXC8hOxc0334y/+Iu/QKvVwte//nWrUbvVakWnAkU0T9+kqXyijuatm06CJwLr2sAFcEV3+N62y0BNz1Pcq368X3E7SwRKjUS3IA2uI9VqEulG4ohrjB4litly3Xf1dQMDh8pSvB7aVRE1ywnVaYVMruJGniuzag5edUfUMtolSt8rSItjwifqFL+H1P522i29htWR4Sl9bp7ob6H0Cygb69pPEpaBqjbeJkm6AZ03otZpAUvFd5cz5s/CuiLPDvnilW1+I7EyS1KVha2IXDud2LZuoKr0q2jrWZIMtzimqkncPaazmlcBo/ypSh+FOnLewIFep+4KcvmzJKaBWlEuZ05/cuhSU6761qiZqVD3PHDSrnSAyyd2VWVonEMFfMGe4CEUDtoVpXqJYQMAlNLO4vfQXhLfIIkg2kpmSsUPzRZ0FX6TDP7Q8dPvVePVVV6vzJw7bAA9uAeN9nIB2am4/vrr8bSnPQ3XXHMNVqxYsRzXtN+Aa5Rd8EQdqyzDXSteMKdN28Q3IwV9jzBy17gX35OcOX1GYplx7TCWSgVheRMnUF3eEN7XUJXqLn9n1nPregwOxwx7Z526GtVyGcclDcvdbnmEpCpboE7kkey3kNLW/4YYiaElAmUNxypNykSd8Mizf42p+KG86hsp657QZhuJWblcv1fghEZ/R7o6rycJBtFl9xovm6JE3Uum260orzTu07521xAKhXJFtqB0qICF7zcSVVkfUuJoGokuh6bM0EszgrBwQssrqzJbGq0yueqImLiiv+pOwa6AiXedVPT4mWvcyhY4J+Pp78xrmDvWiXMQhK80tEwXErP2qmxK8TNct2wLsQFCaQPmONty2s69RQLlqjcga9kv6johyOXK7FK1TvDKVYPxzcb+op/VI1ddmS2nLsyJK9ftx9WvfXm9CnJPxcMPP4yLL744OhQB4FR+gR5vmeIEXNFfusfrnbbhUF5lxrVN218DW9nU5zJQXRF35bqDIyTORif1WAeuy+BQjinDHyEYqK46dVdkyRt5Np652r8D2KMyK43Ersuh8dB21bhryk/Ht4V4iZFYZSyVlKOo+D4H2mXo5eMHNX6h82riVPplBq5vqECGq9D2RBKt50aJqDmeW8EvFWtco52RDjOOTV7tGxZuleJ1OcA+w9yFq56/Uq4G8mqYA+x55gyHiDMIwt2DU/x/qaGmNKBWrVGgvOTNPUyhzFjyOWM2rov2iINX/Rlg+51JgnuqHtZ21A7YWdq0Aaon2/lHN5N7G9tuw5zCq8VY13LaLvrVjdpl114+5KaqXE7Nwjo3JS3B7Rq60Cy3c2X0NHzHOgm2AQzaLgd6OYDsVJx99tm47bbbluNa9jtwlTAVDJL+Fp7qNiYwmZHnDeApGgAAw31JREFUKkPNyZw+2i7mdAkUhpHoMpZKcNXaXZWmvybRLklxlSBlUNXP4ZoxzTESQzYsdEaPM6eEOB/bn6mwr9uFP6JNCys3zKvq1CtHPpYIcfdzK3nm3tKIMKPBbyQOcLVpPi7FWXx396L4aft41fXcsjp1E9/M8Piny/mnhWn4eWbLpqUCJbPldkJtXvUZqHSDo2KdlPKqdngFrxa/O6O/LqVP4dWAZ67S1rJDxnW3Wy2NhypLYh2Z82LaV7U+Ks0uOZ0phZZTlxXfc9qE6G/2U24kqrpBNdQCeTVUrvrGH7scolC5GuoQVerhCrnaquCXtvbc/M6Us6zUNK6dfZk6jtYbUMWrzmzBALXqnXVdWTW6DaDiu4JULtojau+SQ7aVZtVMm/GR2lPx7Gc/G1dffTXm5+dx2mmnORu1jz322Foubl8He1ErI90cAkEzOEoWpY6ffq/0eBWvtQhi0pWXk3ZINM9Q+ir9MsU72u2UCvGgmkRu5NkjjEIb47qdtlPw+99ZC4sGPreWs2pDMcsRLCkxqEp1uwyGsok6tiD1OwZu47qEdlUTJwx+a7l4NcNVaAdFEg1eJfZzjHTb6MGh9B3lchl+trdItrNz6TszcE3a7ilr9nVX4Uvrjqt7cPzrlNov5ucXWzY58asmT5Xwqr+JszimvLzS17Nl84tVljHIUrRbLfQS367WVQaLSjMrl7NxXfjqeNM8o6f1NZQbuK51FsqraqbD3duo6iP7nZU114cYie7stf3OKtcoMbukZllcfQ2ltDtufnEF6oAKPezShU6dUNTLqbLVVTFQXrLmyy4N7tu89lL5kl13oN1m9U1V2C8OnWKWPwX36HV9chXLCmSn4rd+67cAAB/84AfxwQ9+UHtgWXPfnXfeWd8V7sNQNrWCJ8RtAzc4W9Cx09XBJSEVmQo7mhdYpz74W26ombRRTtt53w7ajkXtjN4qp6MK8ZGuMp2lounXxM/SxXb5U3E8ZepE4UjauIAvTY/BtbuEkUq73EismlRW9s7chpqfdiW/QIcyZyqp5Jcwwzx8QkrbudGgK/Kc4rexNBjtnU3/KjJbLn7x0/ZPlyMY9uYIYh+vOuRDi8Cr7ueeXXeFXC0pC03x9Xsw5arLMSgrA6pyIl1rNDjy3PE4NDlucbxZp54biYPfyFkSR5CrjZZ/nQVMG6MZx/Y6C4/+2mVAvhp5V1lpWXN9lVzteoJc7mxBhVytkC/tkiyLS7aZDmwLBS9lTdpl/FKpS7Prdngi1dlI167WvMBBZebcmW3Qrz3UbrMz58a1V8nVbrgN4LK7NLma/11er4LsVHzkIx8p/f+f/exn7IvZ38A0EtstdWHYXqcK7tRn8d2qzQtI4ZVFvct2hrbGuhqXTMlUuKaUlCsQs4HUVCDlAkGjXRFJdBkcWco3SdxCXKPtSNn2+rbBUUTUDHyNX4rIEOCJ/pbQtrIFZjmLSbvl4LeS6K8WBQ00rkPHLrpLIxKtj6YU18EvLkMrxbf5hd8kbvQGZAaHckxpc32njSVHZiskcNBVjEQV36/0/U6Biu8rQSqLujsnlXmuG6juwTF5taynwiyFMWk7G8w12UYzOFz1+dq1a7gV/OKs1/Ybaukuw2G8CqQyIncquoZ8yR0aD21nvXbZOrNpF+cdlPqVGEtl47b9ATYP7dIMT4VcdeIW3zmyzSylUelrvFq5TjLc4rfSgIvqADv4xdVbkGVCR0x95JJtZe+s29b6+orpcn5eze8jz8IO7ttlXBN41QzIltHO6JfxS5nt5B0EkaFS5GqFDVBWcqbjY1mB7FQ84QlPsH576KGH8M///M/49Kc/je985zu46KKLarm4fR1UZrKMxIrojLvpxsGcgQtDbxqGRVuLcLRM5nRPQfIaqNQ69RJvO017Ft/NyQU02sXvruhvu6VHZ9R35isR0FKfDoMly1QAqmGfXbthsCj37uMXvUZewXVOriq+1zJRR6NdwqseY8lrqJWUbpmN+Sm+/7qrjUTtcELjrX3tVEfOpO9Sfnv7dmbLzy/Fd9tIdEW1is/hZWOeNa68YMtIJGZJKssrzRGhZUZiVT9HlXFcmYX1K/3K5nqXgVnifJv4pXXqDtnmdohSxioyFTCu3cOrlQZLFW3lHXSNUj1quVy35ZEv2Tvzy1XAPRAhOPJsBrksfIKRWPHObLlK3KjRqQszXJt223XtWXll180v3t4Ch0xPEkUXJgk6rVZQCXUm20yHiJJVc8nl0OySsx9VPb5KrhIa+y2dUFFhUqpPvLpweb0KslORwdzcHL7whS/g5ptvxte+9jX0ej087nGPwxve8IY6r2+fBnWucyYgioWR/u5TvCpuit9yNlL6jaWSCGziWhglhn2n41G8A9o66fLSq4qNksoiOyl+ucFRVk9ZNRcc0KMzavRXT/kWx1c1Yi4sOpSAp0Zefca5IDWMBp8QNze/8xqJntn/3a7fSEyctPX71Gj7opi+DE9JNNCs7Tev3fXM3evEZ3CUOVPF784aecv5Lm/6ta7dZagtOp5VQMQ+L3+ySgQ8tCvqb13GlgqlRqIDp7T8qeuO5gHu+x4peedV/T8uuVo+2U6nXSpfVCd08LesPj8kkliK7ykrDYma5/Ily3RQebXT1gR/tRNqv3/TWPLed/CGYgNcnXS5kZiLF48j5zTUyuSqTtsdcNENVPXay+Vqp9T5NvFDpgmWXbvTCQ0MWrjWyZLa01i1AZ3yztXSK5W2r2StrO9Jv3bPOyspQSp0oZt2dRlyhT4qyWa6Rwj7bYCqKWnLBSSnotfr4ZZbbsGnP/1pfPnLX8b8/DzWr1+PXq+H66+/Hr/6q7+6XNe5T4IqFIpIYvrdZWipDDJqChRPytdfBlR8z43EUk9fXRgVyq9yYbgab3XcFN+mTa1TrzPynF17Vqc+ktephxkslfPUKyIkuhOa0XbjVtKuMFhM2iq/+Sd9qLRtA6XALx8/WFVK42qupzTG0UqvSupnNUMt/Vtap+5Js8PDL/Z9d9BuZ5mKal7tOgw1u0RAoa3hVhlqA9rZtZbyqiHbnO+sxKExp9pURL1tx6BtyVVfv5hLrrpq5IupV+VK378De4ATWtEnZ+KXlnYG8ItWUmIZatk1BK4zpZxFxfOVy2lGYu4AD3AdfUS6YV/x3IzoscUvDic2l23U3iMraAEN37xvi9+64f1iTgfYGdxz6/HSnooQfinLFjjkS7UjWDReV5YZqllYT+mVT64GD2PIcUtsp1Z6L6VytUoPO3VhWMBE68EhOnJVe1UtFwQ5Fd/61rdw880343Of+xx27NiB1atX45nPfCae8Yxn4LGPfSxOOeUUbNiwYVkvdF8EdXOhjFlKN/xRBakz+lt8N+tvSyNDRiTRyZwKrl1eYOxIaQlSg3ZJWYjbmVJoVSoQnXZVqts7ntQbWWphYVE/l5XyVY7XlEBJml2l72tmHHUZaiX8QovmQadtEFd51Vt65TE4XEaeawO6fmlEzI1PjaDaQhwafkj/j6vxtiyzZTW/tvRdrX0GrhnFHFUnCQ1otgbnAmx+UfFz+WLwui+aZ0VBTeO6Svl1XUZioGxzzc8nOIIqr5r4VUrfdoDda9SFC5Qb9lWOoOmE5oZ9y9wFHRpOQdvP61UODaA7oSOmI1ixzlxlY4mjtNNXn9/tqk6lLl9cRo6234LLidQygvo9WLJN2Y+j3Uo3ryvf/8e+1gyqSkrK5Gp+7Q5eLQzc4thOu+jnA/TgXIo/uG/l/Cp5O3LtyVQEZZeMNU7MhJolSKYdEJJVs/aiUY6vyl67I/Y+G8AhV03agXLVqwvdy0TbOyalX957RLEBXFmW5YAgp+L5z38+Wq0WTjnlFLzkJS/BE5/4RHS7KequXbuW9QL3ZdCied7GOLen7xJGeie/ztxBnr6xMLyClBj9tSOoJYa9g7FLS68qUpemMHKVRrjqjn3PzZ1d8hvXKvbYiGnslO9bYNEesYWZGVkKdsYMJ9QsZymLPJtCvKru2DLyTNqEqBTg4xdCVIqS6g7c6Mj7zjpt7F0clAgodcfqrta+pj4nrxrrrNNqhWW2PCUCvuc2avCqbbCUvzMzs6UeUylfHNE8bZ1UZfSUdZKV6ZWXlapK33ZIWg5eDan1Bspq5P2GWuGEZoaan1+qAi6uslJvZqtjr3HTWPLxqivItdhTa+QHtHNU+1rNz6G8OmbqQm8ENsMtWyeDZ24Z9sXxWoamxuyzie/qF1PP3Wq1MNrtYGExy5yXjydtoUKPe0o7vdmljr1uzIi9P7tUIdvy7FRxr9rxDl4tyxaUBbn8jdoZbgm/eMu+3DaAHfAwArKJvlDK5GpG3+7n8OhCZ3mlQtu1xpcBgpyKo446Cv/1X/+Fb37zm+h0OtixYwfOOeecuKt2BTjLWfKULy2i5m+MGxjXBm3Va+2aizI7h2dR2gqk44m429ftunbX5CmfMGq3WukUnF5hqLkjHBmusShNT19p9K6atgG4I/ZW5Do0SkFMfWqZrdxQ069dkwclUQpf86tPoDgjzyWGPUp41V/z7DHs27aRGLyRWqUCqVL6DocoL38qfvdltlzOWErDM/tfwbV51ROB9dIuyy7BgrLySu+UEl+mYsTOwhbrTL9+Ez+0UdsX9VYNjiKj58GFaez4DS0Xvhm0cOIbMj09Dwb4tlG6d8lwQg1+8WW23LxqyCblcxm/eBv7leOrysbKZJuVXVL4xQqwVUV/R2xede074LtvZ8VAxqvO0itFvriyQ6WlwDptW4+7Ri+7eTXDz5wKU5/YQwX8TmSBr9Muu3aXExoql93BveI75bmZpVdVWTW75Ewf9lK1CZwmVz286rMBTJletRlr2RrN8MtsANV5b7daedYTqHZClwuCnIp/+qd/wg9/+EP80z/9Ez7zmc/g93//9zE+Po6zzz4bT3rSkyxmjpDCqGNhlEVIVHCW0hCMpVFH1DtflBUCwYoMVUydKI1iZqN0yxaGI1KgOhXuWm+PQCjJVCS6lTigDet49doBV8rXrQSs6K9hLJmbz5Q/N7NEwKat3qkr1e2eLGNft492oXjtd6bSLmucTfGza4d2TzlthVeLqHeGQ3NCfdNZvKU0LsPeVCDwR9RcjqCvd6mFAMVrGmqdwOySxav2c2uX8OpIp62tqKpJZWOuTEXezFgeUXPtU0FpvNX4xXKAyw3UVquVRtmXMn6hlctZSr9TjHWtqpHPrn3PQoELlGcLdPlSXYrTbrUC+cXkVf26TdrOpuHWknW/3ufWcb2z7LrLaZeVEAEBcnXEIVfb9jtz0S4rp02vvXydlEaeK4IOgP+d9ZPEct4rHRqz2iHJxrr6rl0NWrjXmZdfSuSqjj/ANTNbDkewlFcNWtq5vEELaOd14dulnfo5UvwCt4pXK+WqmYVttSwbwKcLU3ot7F1KCtouh+aRsk/FkUceicsuuwyXXXZZ3mPx+c9/Hp///OfRarXy/Sse//jHL9vF7mtQvjDsRalFpZweb/GdVPNMLI1wCoSSRVlWnhC034LDwJ0bKF7qSDa7JtFdd+yNJDodwQzHNliqonmu3Ve9kURXNM94Z8G1nOYY4Cw9lRvXJULcS1t9Z37a1LrjUmPHoXhdzZCVTqjXSPQrfVX4esvtXNduZDqys5StkwyfEgXVgxbu8gRfZstl7PTU9VF0Qzppa7wa8M5UoyGUV73PrYxXHSka01AbNZ0KQgTVikRqNc/F7z5Dr9QJNXg1xS97bo5pY62WN7PlDHJZUXOFNlR+8WdJAKE+qiqvdKyTjnnf4Gb0HHK1jFetoEX+yU3bcN5bLcdeVR65atI3yysrg3tm4MChx9PyympeN3nVNV2uTBfawxj0a7f7pvy8WtWw7KryKA+Kwjo+v+4AuVo2gcmyAQxetfWJg1cD+wuza9+7pATYSnThcgFrpOxJJ52Ek046CVdeeSW++tWv4uabb8aXvvQlfPGLX8TBBx+ML33pS3Vf5z4Jztq8PEKS/u7R+ZVRzKrI0JhT6affq+qOXZ67nj7Ur6GskTJbUNbmVCVGoilIKf0cIx0zfWjXW6vXUSbEx0e62rVXRxJ12mOjHeva2/BHZ1RBOmoaHIaRZ9K2+znMDQsHz82BC3h41eGMuWhXbn5XmaEpi/anv/ui3sDAOM+c0G5Hv28jOlNm5AGD5si2i1/c117ag1NRJujuRXEY17l1Dev4DMZGM+VXZrAotB28Or9Xnc6i/+XwqrdG3uJV9140IRNSfGVfZYaa2QRKygB3HUaiYXDo124aeiVBC0J5ZIbfMvil0w4M9ngy594a+arSTuu5wTo+g/HB+7cmCSlrvCz6a8lVc52V8eoILUNTpQutTEVJL0lx/jInUj/WH3BJrCBVZRbWDPYM+CUky5IZu+YADR+/VMo2U76U8GpIlUdp35TlAEPDL7cBBnLVdAQ9+siyw0Y7hkOj0zaFuvrMMzS79MqvC8dGO9g9v6Tdhz04ZHm9CvY+FQDQ6XRw9tln4+yzz8b8/Dy++MUv4uabb67r2vZ5GHUq/fR71cIwBcKox1DzT0ipXpS+FJ4JVhqtIuWrLkozxehKH5qkTQO31So2pbN3EtdxzeemjoPTyxM8+CWGWuU7MxSvKVB6/WRQylEdSRy3+EW/bou2YaiNj3adRk5IyVpOO3DShwn+zJb7vtWUb4ZWGkE1s0uqkTgo1Wu1UhxKw3H2/5S6Y3fZmMkv1RGx9Lt7Dn3hvPvXWWaol03N0uvzddrjox3sXVSciopIoqZ4Rw3n2zAYKmmP6euE0jdlR1CrZZt6XaNmtJ9oqAEOgyNxT/NJr7c6EunLooZmBCm9BeXDGFRcV/a6+G4GycrW2ZjFLzZtFczo79hIxzlRJ2SNjuVGoo4TKtvGR7ulUe8yfsn+y3Yi/bS1huXBuXxr3C5RdDihpfIFxvGu8icTV7n2kgyPd7pcgC4klwk6eLVcF/ppB9kAlgVTwPiIrx+1Wq5mwY9iHxz9r3pdJg5QyOWBD5o/60dkpsIF4+PjuOCCC3DBBRfUdcp9HlRvOzPUQheG2Xg7MWYKMwzwM1xTARUCYWKs2uCoEqS0hmPb2zY3iNIYu8ShyZ5hvgFdhue7b1dkKFOcg2tO60gTJ2kV347+aqTtsgrTsB/p2KVb7TKjocC3DLWKBncz+js+1sH8gstItHEBk1cHtA0Fohtq/pc2OWbwS6UTqma2aBFUANqmSsW167ug+0vO/Eaic0SoGYlUnvvoiM9IdDtylcMYrOcG6/gMcmPJjIJ6M1uGA2wqP4Iz5g+YaJpXuQ79XONW5Fk/D03xVsu2npKCmrB4FRp+VaYivT5Drjr+L792xUBWeVXH98hVV0ksIWJfmlVzWBrVJY5lgYNqB7gsq2ZOQVIh5Zfie2WNfFCpnt8JtWmrDrD+t+y+O1Z9frVsU2FizOCXqpIzg1/a7fL9g8qcd58+CjXsRw1daAcOjGtXKg6sTCgxaDHSMSeVDZ57dt06aSNgYmTVKjYtNmGsglfLStay/yvLAJug/pcaHNQ3711er8LWqBFqA9VAnTAUiDm6UP0/F0yMditKBMxojlqeYBgcAX0NKviMRL/y8k9PSEyvAPZ9Lyrzz6fGRwbX5zPU9Gt1Gomuax98t6LerjS9pxclyEgsVbz6dapCfMwUZhXGkhnNGx/tGkYiyq9d4VWzRKCqhtUEk3ZilDCVRfNMxeuKoJr80usV/5krXk+9tt2PYRuJ5i7DKr553+r3yQGvFpmxclxXRK2jGixGf0DZOssN+8y4dkVB1dn/hvNtGfamsWW9M8UB9pYIKLSrghauGvlikWrH606Fj1f9ss3kF/X/KwMmDvliGxx+2uornTR4tXrTP51X262W87nBJxuV5zY13tWOqW5A1e97crzr3Lk+xAH2ZWH1fjF4YXy0PPpbts7auRPqlg8pfhmvOgJF8K+Tcl6FRduSbcpDmbCCPTp+WQm06/zVvSjFtU+aDk2FA232kkxaQdEKXaqsM1OuVhnH5nQ5K3BgNLuV6kJv75G6xsNlG4VX89LxUj2sn0C9LjtokR3jvdxaIDoVywia4h3zRBKDoxREQTqiRn/NCElGuzi+bGGktIvv5rWbRuLYqFrO0tLOH6JAVMVWKN7B/1VE47LjVTDrKatG+BX3UV6yZuKa0d9Wy2xArYhSlJUgVRhL1GheGb9YZTxOY6mCX5jRmVzpl64TU/GqkefqdaaCU/EqfU9VZWNqNsM0Eqt2+p2o4lXLEdSPzQxDQDXU3M63ie96B25HcHBdJcrPV58fGv2d8PFqQB9Mxzv+uDjevNclxanISq8K4zqcV225Wq30l3p6liS9dpP24L6hgylfUlybX0LKUgtDze+8q/iZLMzAKsc1edW4ziw4BDgyegENyyqMmZlzinxpZX9N4zjM0vKWPxnnz2k7+gstXivpF9P5xXDejTVuB2tcsq34XMUv6iOx5KpjFK/60k1etbIkFQ7RuMJvk+PucjkVzAlvKkyOVwXY9HNNTRS8mjl15SXQ1uXk4OqrVPHLbIC2V7745apqV+U2Z1bq51jjywHRqVhGUA0Wez624wVXeLx63fHgPIO/ZoRjhbIwFpZ6g2MGuAF1xypYpVdWVEpHXjU1ln/Osg5lUQYrW9BRlZ8nQuIRCCsnR63rNw2WMqWv0rZ7C8oNTDP6q163G18/Vit/8pUIeM5tgq9W3OeMuWvFoV1vcKaiMiqlH79S4dWsrr+07tigpz73CcMJtTf903Gnp8r5JXMsCsfAT3uqilcNOqryymk7oqC+daY60P5m6eL4sndGH1mtpun1Y6g9OGOjHWfU25ddcjmCLSPoUFZSosoeMwKby1W41/jKSZfBUfx/Kl/CghaTWVmq8c78ctXmVdd+Dd56bVWuDu7bl4U1wSzHVXuPXLRLn1vPbaghkFfHR9zlcr51ppfjGk5oxRQji7Y3uKefP4OyoEVVNtH8v6JG3m3gWs/cJV9K9JHJL2rW3pKrDp2g4rvvu/hcpQtVPZ4b1yUBk+qSNYV2oq8z832rvJrbLyVlyKX8MuIul+v7eNUhVwtdODiHcnx5psLXD7K8XkV0KpYR1B0OR0eqI89lLyP19IvvVYbauunx/HNWWx/acGzC1PiIs966yB/qx69ZWTgV2cY95dE8HV91iCbHdUFq6h9zQavRWziO6feTUmGkCuLM6PMJM/O6Xc/QNFDVazcPV9O21oaFRnTFhW9eS1k5i3nf6jOfGi+/7yraZrmc6QCbz2n9qoJX5xZ0fimay/xOqKrAfNfuU7wuQ83k9TJHblLNFozpJSVV5SwuZUQrl1Mj9kbjrZNfSl6acf6qDI3ToSktEfDTnfBGnt2KV1X6q1eksiZ0Uhmgy2VfeaXPCV27chwmmCVIZSWtKq/m2QIzAhsQdHCdv4rX1ehv9lDLMjxlxpJ63W7a+rGTY8U7y67LniSkXp7/uY2OOEbpAt7JdqqBWkS99esuk23q95UTo+UZGot2cd8b1kyktAlyVb3PQh8NaBplpdYzd+nCkjLDMrmaXbPtCLrli1sX+vmlXTIFKTPsLRsg0H4xKwbsTQP148sdGmi4LlD12fTUiHNkdXFtJu2CX6YH1xFarQDo7yy7j7IS6uWA6FQsIxz36HUYHUnnFG87cj2A8ppEc2FccPoRAIATj9qg4QLVEZID1k7khuKzzny0doxZS+mC5z/1KADAweunrBReVfR3aryLddOpsr/kaZvd913i6Z/7+MMApAZftkB9mQ6XYf+oA1cCAC5+0pEpriFIE/2ha/gnbt6Q38OjB+cxo1oe1BR/8K6ecfqj8uvJoKoXZdtj16PTbqHbaWHrpnXatYdE7J9+6uEAgJOP3pj+v1H2lV5Ddu069qMOnM4dslOOOUDDd8/+1/F/88npsz7qsNX27H8zImaca3pqNHeCX3DuUdr1uXe81fEvOnsTgJRf1gz4LnQCU7vdwhEHpO/5OYN7MNdZmRA/47iDAKTlAYesn9Lwqxw5ANjy6LUAgF899Yj8enLaFUr/mEetQauVKpJtGb+0DFz1Xg36Z207GADwpBMPcd53eh73fW86dFU6hQfA6VsOct53v4RXf+NJ6Ts7+vDVjgZSlN73Qesm88DF2ccfrNPuO2gb+C9++tEAgEPWT+VK3C6vdDtTI912zi8mr2bXXmZwPO2UdI2Oj3Zw4LpJ/doNY8llKGX8kskXp07wGJmZbBrptnH04WtK79uFf+qxqVzI+KbUSDTly0ErMdJto9tp46xtGb9ktLP79tN+ykmHAgAef/RGrVxNp+1+Z4esn8p14TmD81ACbBm/HLphhZ05r8gurV45hoMG7znTa2pWLEkSI0Oj4//Gr6TrZO30GA7InBJPgM7EbbVaOPZR6Xt+1hmPto6pKlnLZFun3cJRh69Oj7Ei9io9Hf8Jj0v1kJNfjIi/ibv58NVotVKc0wZ8V17toONn7/kkl+1kvXMd+cC1k5gaTwMd5592hIZv9rm5aD/5xJT2445YMxhx7redzHe2btV4bvOYtEOyzxcPdNi66bHcBjOnOPYDS/24UNv0pwg2rFs1jre99BQsLvVx4NqBAjFecNnCeNaZj8HRh6/BEZlx6zQ4/FGtN77wJDw0M49jHrV2gJ/hZrSL400lcPbxB2Pt9BgedeC0dkxficT5ptq0Wi28/nkn4n8e2F0YOyZjlwjSk4/eiMvGujhw7WTR3ObLdDgU7+/8xjbcfd8uHDtQwHZkyf/MNx28Cm99yeMxPTWqRBLT/8uUtbcGFcDLnnEM/ueB3bnh4d5R2/3ONq6ewB++4jS02y1vBFY3rvUTXHTWJpx01EYcuiEzbov/q6pTXzExgqsvfQJm5xZx+AGGMxUQIXnq4w/DEQeuxEEDw7rUmXLwyxXPOwE/f2hPbjSZxnFZacTjj96IibEODlo3VUTUrHXmpg0Ar3n2Vvzk5zPYeqTOqxlemcHxuCPW4Pd+83ismR63m8STan55+a8dix/esxNbHrNWw02vXX9nplNw0LopvO2lp2BspI21A6esbMKbqTxfcO5ROGvbwTj8gBUarnrNPoNjenIUf/CK07C01Me6zPE3ndCS53beEw7H0YevyQ0uygZ0I90O3vLix+PBmXk8+qBpnbZx3YDtxJ6+5SBsWD2B9asm7HKYCtpAyi8/vW9X8c6MdVam9I85Yg0ue842rJseV8abmoaa3wl9xbO24N4dc9jk0AlVGcHDD1iJ33/+iZgc7+ZOGcW4vuRpm3HK4w7A447IHBLVWBr89ciX1SvG8LaXPgEAcMAaXRcWQS4/7V8/6zE48agNOGyj7ri7rt2K3o528M6XnYo984vYaNJ28qqOf8ZxB+HwjSuxYXURgc42oDMzeiavtVstvOmFJ+HeB/Zg0yE6r2bXXCZXtx25HldecjKmp0a8G8n6DHMA+F/PPBY/+p+d2PJoPeig4vtk4xEHrsQVzzsBk+MjRdS8JGLv4pfHH72x0MMOXvXRXr9qAm964clot1M5p+KHNCz/xpM24dhHr8VRh61O/98RYPPJ1YmxLt7yksdjYbGfB4rM6XJl2chzn3AYNh++Ggevc/Gqfh6TdqfdxtWXPgEPzy7k9+0bUuO67xMeuwFvu/QJmF4xqgwG0Gkud6YiOhXLDBtXT2jfy16wqzwicwiy7xlYY9EcEuXAtZO5M6Pih3i83U4bJzx2g349A0FaJcQBYMPqCWxQ7r10OouB2261sOUx66zfgLDo7/TUKI5T8M264zKBACA3qnN867n5aY+OdHJDxzy/Gd1x0V47rZdXtEr5Rcdtt1t4zMHltMve2drpcY2+3ZQH6/+Ka2lh8yD6mV2LTduv/NavnsB6lV9MQ8ugpUK73cLWTev134zn5quRB9JyvTUrC143o6DtkmfearXwOGWNprQN49pjaAFp+U2WxTSvz5XmNyFTeibtqs3vgHSN6/xS/J/pzLmem1k6Vt5cD+tY7zoJcMamp0a1fhiKXAWAxx66WvvujTw75l2n/DJm4Wb4ZcGaVquVG3hV1+677yMOXYMdO3ZjaalfGrF3yafMyDKvL2SNjo92DV510R78n+O5Zc5Ejm9MWStrQLVkm8uhKZGrKyZGtBLPQq7q12/eV/q9lQf2iutrAUhsfnPQnhwfwZGHrnLemxqk8127et/qMVXZISB1/lU9TnHGAGgyXb32kMz55PgITtq8sZx2iWz03rcRbHHhj3Q7Gq+6S8czXJv4+lWm3VZiv5i8asg2bZ1UOHJA6tSoQzzycrfErrRwPbdDN67Qr8fTE7pcEMufGgZT6Yc2GwE+QTpYlCG0S2vzqs/gV0AhuDBoF/8XhJ9HlrLz0K87o1/m0JThW+UJAdiqQ2MJpADiZo28du6Key/PbIU8czduil+B64jOlAlSH36IweHE95SNBeEa/FKl9E3wNlJWk9ZGytpGIuW5QaMdgu+sUy8xMm3aJi6TtnHxQbSNyDOFV1X8qhr5MtwMr8zYceKbjmCJoeXDBcKMJQvfkC9lzlQp7QCnxKad4UK7hhS/gl9KnKkguVoa5AqR625dGCJfzKEEVF5teXg1BMo2v6Pwi6vvqbJny5mNHJw3RK5a9638X8U7E/NqiVyt7lUryvU4NoD6zhKUZ/RcUJaNXA7YpzIVDz/8MK655hp85StfQbvdxrnnnos3velNmJqa8h7/nve8B1/96lfx85//HGvXrsU555yD1772tVi5sog8bN682cL9kz/5E5x//vm13wN3AzqgytsOoE3IVDjxPdce4pmqTVaJYdiHGXrQaJdFf21cVekzHJpMIAiEEaCmXSm09XdGcUIpJUiltLmOYGtQLheQpvfRdkdnAhSQJwpKdkL7CRIlVRHmvGe40K6BorQz2gDtneUR2IApSDaug1cJSt8XdDDPXYabXvPgbyCuRpvNqxjg0eWq69optEN3SHbSJmYELXxLrma0Q3BtJ5QjX1yGfdVCo/SqldEOyQCX40OnzQpyqbTDeVUcMBk4NIU+qsa3S3Eo160GDqCdh8OrXNmWWxAUuUroPXJBu5VtxqpfA0WuZvRDh/uY+GYgerlgn3IqLr/8cmzfvh033XQTFhcX8cY3vhFXXXUVrr/+eufx999/P+6//35cccUVOPLII/E///M/eOtb34r7778ff/Znf6Yde+211+LMM8/Mv09PT5unqwVKpwiQlD7d0y8WZfZXNVD5Bi5V+SVJeTmLC0yHiBJRM58bP4rJV5w6PiGqVRplCHdCE4Pfmon+wqg7znDp/MKhDTgyekHOc/G5z3JCTWMpw62m7a6Rp78zdy8KI2hBcd5LauSroOWizVknAY39TnxPZoticOT4CgrHQOU43yo+xbj2RdwpzpBOm8+r6jqrzGy17HXCyRa4ehsputSeklZN2ww0kTPnIie0+NxP9DVKsQGGmVVzBUUpmVBJkCtkwI4L0mMSS7ZR3neGl+jEA2inf7MS4JipGMCPfvQj3HLLLfjkJz+J4447DgBw5ZVX4mUvexle//rX44ADDrBwjjrqKLznPe/Jvx9++OH4nd/5Hfze7/0elpaW0O0Wtz89PY0NGzZY56gbfBGx9P8IC4MjzErLnwLwDaeEFs0rPlslSIJrpxiYOW3l/yjRmcJOIxio6n0zDBa7RCD8uZVFvc0Rfi5oGe+7rLneSd8nSBn8wqPtiKgxyjrq41WeE1rW12CCxasU5VUStKBFf3Xa6f+V47ZaKYUEqJyQ4qZt01TPXY1vGg3hBqr5ztRnFWSoeTb2pBi3AKySWsq1m9FfSvZYx0+/kwJFjiBXtWxTaFdMYHLi57LNZSRWotvBHuP3ctzic4KEHGDzZXjI2SWObPPaALT7lpUg2fZLlXhy9ovl18WXq+n/VaKn/Npj2gDac6PJ1ZS24Qgus1exz/RU3HbbbZiens4dCgA4/fTT0W63cfvttwefZ3Z2FitWrNAcCgC4+uqrccopp+DZz342PvnJTy7bg7ciQ4T6W3fkOcPlCCPlugiRAluYEaNafU7K1zRYMtxK1PrSzcKIO8+49r8zSjTPNBo4tEHg1fQY4505rsuLW1J3HJTy9fAq1UhMEnpPhY9XwxRA8dkqT6hGd5QIDHCp2aHsLyPD4y6vDKfPiXpn/JIge2c8Y0kiVwGXE8pwaBiBIh2fTpt132WlV5XYyjM3a8ZQ7cS2jDU6+DT4vwDaJVFvWtQ8/c7JJub0qVm1bI0HTLazaEt1oUSu1sSrrk3gKP2oVeOy3bTduCl+c44gz34xAwfVNCWwz2QqHnjgAaxdq09Z6Xa7WLVqFbZv3x50joceegjve9/78JznPEf7/TWveQ1OPfVUTExM4Ktf/Squvvpq7NmzB5dccgn5OjuOXZW1ax78f5KkG5ypTDHS7Wi7WFrQ0j93u+3cKem0W+W4yrUl/RRXXWgj3XYlfn78gHZ2PSG01d1c2x19M5ougXYL+k6f7RDaI/rxGu1ONe2O8c6KjaNQTVv5/34/QafTzoVCp11NO+OXfpIM+EW/rzKhMtpXd+fUn1O7U/3cLNpkfhnQBv2dqTtVdzptNr8kOe1WMG2VX1rtlrZZWoeyTqC/M/MdmGDeZ6vdQkc5vtMNf265fMneAZFXW7l8Ka5NxC8jAc+t1UIPiSLbit8p127KlzBeLf6fzKsa7bZm4HQD1pm16eWAYVz3ncmi7G9X2RDP5tUQnVAYOzqvVvPLqEFbPb7DkS+tcH5R3y8GzylR/k/CqyHypWPqwow2lVfbLbQ7Ou9V0zZ4NddHKW2TR1QwebvdUXUhhV90+6VKtgHAyIitjzLjmkI7k6ttjV86ms4wYdRBO1PEIfZL9v8Zv5Dli7KwyLxqvDMqr5q6MMSRkcDQnYrrrrsON954Y+kxn/3sZ8V0Zmdn8fKXvxybNm3Cq1/9au3/XvWqV+WfjznmGMzNzeHDH/4wy6mYnp4o/f+JbKxdC1izZgqTyu6Na9ZM5nsjuEDdhGx8fBRr1kzlynB8fARr1rgb1jNYMRjB2E8SrFkzhantu/P/W7VqohI/W7SjoymtzkCpjI52q2mvUHaZnJ7EYlJw9sqV45X4mSDujnSwZs0URke7g987lbjTK4v7XLFiHCuVUZQrV1TTzmh1Om2sWTOFsdFs/4p2Je7uxSK53U8STE9P5IJ0amq0En98otjxd82aKUxMFNe+du0KHxoAYO9gN/P0PCmtTCBNjFfTnhw8pyRJeXVqcib/v9Wrp7DGGBFpQmeQ8x0dG/DLgH/GAvhl5YpiZOf0qgnsWSp4f3q6mlez3YdHRlJaI4PdhDP+KYPplcUaXrlyQhvvt2JqLIBfUlqdzoBXB7sJZ/xTBttnFvLPU1NjWL2qeMYrJqtpj2c7RLdTfhkfL3ZlrcJtjxT3OZHxy8BimZioli+6LDNl25S2U62TfqcF9IAxg1/CZFvBL6tWTWLFzN7i+/RktWwbyJeRAW92B0ZImHwpZNvKleOa0Rci2wr50hnIF13eOGkO9MzqnQW/rFgxjlWri+OnAvhlLNtbZUBrfCKcXxaVKNfkpC5PJgNo57Isk20Gv6jrzgQ1G5TxR2Y8UfglSYDVqycxNTWb/9/q1dX80sl14YBfCLpwpcov0xPoLizl36dXVsu2zEA2dWG3q/OLyxZZ9fB8/nlqxThWKfJlaqqaV8cGsizjlzFlV/gqXFWGTxpyNJM3ZWDJNlUXKvLCBRPKM7Z0YQDtqckBvyCTbYouXDVZrQsHDtHoWFfXhWN0flGf46oQXTii68Ku4mAtBwzdqbj00ktx4YUXlh5z2GGHYf369XjooYe035eWlrBz587KXojZ2Vn81m/9FqampvDe974XIyN+wx0Atm3bhve9733Yu3cvRkfLFaEJMzNz6PX63v9f3Ls0uPY+duzYjdnZQinM7JzDwtxeH6oGs7sXBrPKU8Nx794l7NixuxRnfn4RQOqc7NixGzMzhYDZtWseO8bKmS0T5Hvm9mLHjt3Ym99Lr5q2cl8P7diNncp9756dr8TPaM/PL2LHjt2YX8jupV+Ju2d3QevhnXPo7S0EzO49C5X4vewZL6bPeG7wHJEklbizu4pn3O8nmJmZyzMVc3OLlfgmv+zek95LC6jEXVL4cHbwjHtL6W9791bTXphPafcG/LJrtriXmZk5jLbK86hZRGTP4BkvDpycEH6ZU/nlod3YuXNOuZfqd5bxy9yAX7J76fcC+GWPyi97sDDa0f6vCr8/eO4LgzWZ3UtSwS9mpmLnzBweUo7P7qUMFhf1NblnT0o7hF92zy3mn3dl/DKoNVhYqJYveweKu9dLBrKt4JedD+/B0sKiDzW/RqBYkxm/LAbItjnl2h98aDdmZgp+2TU7hx07ymV+tijnMtm2QOGXglcffniPlnnYvTtAvuT8sqjJFxe/dDptTE9P5HpGe8Y757BjqlDp2b2UwVImDxZ1fgGq+WWXoj9mdmX8kj7Hhflq2pn+6PVsXbhz5x7MVxg/rVb62gpdmN5LCL9kuhBI5csuRU7vmpnDjm5FONfShSmv9gJkm/6M92BeCf7s3l2tC/uDNTm/MNCFGb8M5LTJIyrs1p7xHHaMFYb43FwAry7qupAiX3Ypa3Jm1xx27Nidl+QsBMm2gTxYHOjC3bqcLitN3btUPONMF2b8srBQTdu0nWYNXThSoQsz2LNnr64LFwN0obEmLbutShf2ddtpr+JgLQcM3alYu3atVdbkghNOOAEzMzO44447sGXLFgDArbfein6/j61bt3rxZmdn8dKXvhSjo6N4//vfj7GxMe+xGdx5551YtWoV2aEAUgGZMasTBrzXSxIsLfU1wy/FLRdm2ZjOpaWUjlofV0pXoZ0gXaAq7X4/qcTPFm0vo60Qr8JVI0uLiz0sKRH8JIB2FjFd6iU67YROe1FRViG0M+gNaGeCutWqpq0+oyRJjT21Xj2Ydj9750UfSyXtRH8/Kb8UtazVtJP8HjL8/NxVfI6i3jN7Zz3SOys+713sYXGJyi8p9Pr9Ae1+/nsl7b7OL11jIlMwbeO+Q2irTsXiUh+LxHWSy5e+zqsg8urSkr7Owminx2ayrdcrzpc9izLI5EvOq0rtdChtANi7t2fwagC/+Hg1gLYqX/Yu9rQyjKTP4JdeNa9mekZ9Z4tLPZ1fOLwaQDs/f9+WL2pvRug765u8ioF8CegZ6yVJfu1FnyKRXwxd2CPpwox2cXwlbUO+LClORYgetuWLe427bBFNF5r8EsCrGXGOLnTxi9o/VXnfg2NzfaS+s6U++iX80ldk0VJP59UQfVSqCyn8kvFqwpUvfU0XBvHL4LFk963KtuWAfaZRe9OmTTjzzDPx5je/Gbfffju+9a1v4ZprrsH555+fT3667777cN555+WN27Ozs7j00kuxZ88evOMd78Ds7Cy2b9+O7du3o9dLF/KXv/xl/N3f/R3+67/+C3fffTc+/vGP4wMf+ABe8IIXLMt92J34xf9RpgFxmqXNRinOrOUMN6Wt/14G+lxxc9IH/b45U0ZSvGZHyqqH9PqJ0VxGb7Lij/BL/3Ia3KWz/yUN6im+STsA39eIGYBrjyBW/q8a3dp3gDIIvmw6C2WzRNaIUOUQ1r4FhmwjN0ubjdqUCUzG2EV6IyUGtOvg1XrkC5VfWJPKjPsmydWyRm3OfavnJsh1Ez9osp1wEIRkbxFzAzp+k7jxzpqYbCdo+nXvg0OQT9kgCFOuBuA7hwowdCl/Whh0fAK/mIND+O+sOMdywtAzFRS47rrrcM011+BFL3pRvvndlVdemf//4uIi7rrrLszNpWm2733ve/jOd74DAHjqU5+qnetLX/oSDj30UHS7XXzsYx/DO9/5TgDp2Nnf//3fx8UXX7ws92BNxGExSOJQAiG4xed+nz7BQLKTp7moyUaiZeDSlVdKm2McC2gP0aHJ6Ksb0BXTWcLvO0mYE3U8hj1nsgx/ok76vbDTwg3MDJ9N23jmIcZxp8TgWPbJUwavqudhOcDka8cAz8QnGkscwz7jdeHIx6SfIFGb7QnPzbSV6BN1dJnO2ndAINsA2jqzN2OlyhcYYzolclm9sBD8AlejXY1q8aomVwPw7b2LwuWLHjjg80uRmAl3CkzHP/1rX1cl7Rocf502XReSdYI32BNw7SW2E0muOgLZywH7lFOxevVq70Z3AHDooYfiBz/4Qf79lFNO0b674KyzzsJZZ51V2zVWgTmajOzxepiTHJ1JGGM6zWtnOjTpmEzaojTvmzK7vy7DPjGFUYixU+ZMVZP2Kv0QBQIM7k8xskhOqFH2o593uZ2x4rO54Q8F33pu1ajWO6PsYp4ek/GL+cyp/EI3OGzaBCdSfd8M5WduQEddZ17ZFoRbfO4bGUHOrtak/RoMuUrllzyKycgu6Q6wIduqSdtZtfyaiHKVsclk4UTqfwFa0MPO8ITQ1q+dvPmdmS3ISIc6Qzlt87mH4Lvvu5FqBatSYvA7UabbDhHjmRMCHtlxaoCNOwY4AV8u2/smheNm+NLApLnW64Z9pvxpf4GyXUR5+zXwvHV7Z8YAfOvaCQLBSru6/68KP7vvwliqBvX0SWJsNkTZBE6QNs1oU993kTbNzpH9RzVtwH5nFNqmEqDP/s8couwc+u8huIBt2C+34rXL5dz/V0lbYJhneGx+4Rgr4mhehuOSbeH0pSUCVsCERBtk2mX8IpGrZGPHygAL5CrBGQIckWeGU8CWL4YuDCvHLT4nkM/+lwW5eLTN+ybroz4nQ+N+Z/xyOQTj29lnmnGckcjwKLyqZXj6iVF6VU3b1IW0DU2Lz2mmpJqejm/qIxo+FaJT0TCYOzPSPV4M8IWKlxOdMaLmlOiMmSXhb05l3ncIriHMmMpL2lMhqWHl9NCo+KYTGhZB9Ru4lA3s+jCvPYC2yi/QeTVMCfANe3nv0QB38J1jaGW0ASLtts4vtN6j4jPHwDU3oNPsFZJTkv3lOu+MYE1NvWopbfWdcYzrAS6DX/hZWF22USLHGW31b1h2yS1XAZ4Dzc3C2pmtavyWgFdbBq/qma3wdSIuKzV4lSTTWdUKfn6RZEmCdaFV7TCE4CBDF5bpI1L50+D7cvdURKeiYbBrMdPvLdCiYiylbxgN0ugMLU1vCjMabb+RyBGkNNrWTp4igUCk7VG8oeVPuSC2FC/xufVNYymAdibMaqhTV4GWqQCDtqJAGD04eeCAk9lSSyOS4vqD8T1OZKixkx1WXHvxf6G0U/p0A9cXUSNnCxjOu8QJtQIHyv9Ryu1M+UIxzDN8ao28aZiT+uQMmZ7iGycuxc9oQ0MOtBGFWVi/cS1xBClGHmBn7Sm8apY40nsqOI5/TTYAYzfwTDpxyiNV+kVWLpx2WVkqpUSSpYcN2aZVWlCcd0fJ/XJAdCoaBsl0Fh0//U4SZqaBq/wfxeCxDbVw3BRPUhc4OEf2O8G4zWjTBUJGk6NADIHAjXrn73vAL4H1T5K+hlInlFXzzIsMpZkt9/+F0qbVyBefOTXy/tKrAFwrIkYzdvIJKQzDHHA5Y0wHmjMQwVP7S3fGONOf3AYHeY2zgjUFLiBwvllZNX7QoiWl7cmqUWrkUzwOv5TI5RDadTXeMta4aACGFjDh9/iZTgFVrtZiA5BlW0Fb/ctyxqQBWcpkO4223AFe5kRFdCqaBn8pTSg+DHyeoWaOq5RNteFEEt3XVUmboXilNfLeKSVk49gwtAjNs3Y0rpp2epznuQXg2oY9N/qbnUP/vRTXanDnOmMMflGeDifVbTqC7KwaI4rpL5erxlWv0eYXmoFr8UsAbW9fg7QMKIj2AFc6SUhS4ljzFCNeFpaAW1JCFKQTYPAaMYYqGqBhOUTKdZGcMZ12CLeVv7MQ2hluRlvCL1SHpsBV/0r1MKnsiyvbrEyHfV1+2v5gTxBtzzoL4hezF4XLq4xsJAeiU9Ew+EaTcesCc/4gR0hANxKtSGI4rnTkY3aMaSyR79so46E1pw2uIUcNEaTF51TxMiOJjLQp4CitYI4AZDmChgLKaVdiVjhjhGuX1shLSmlYE1KE9bPWyGoCrnqNnNKKsmEMnAgsSGVjUl51O1MhIC2vFO15UJdc5dR6C2mrToFq2IfKtuyw+h3BcAPXLHGkrvHEKqXh82qQXC2xAWgDDehBUZNfuEEqTl8l4Kp2EOgjz//58Qc0WVkSXSeQs7Ce7PNyQXQqGgazqY+itNPjzEWdaL+X4xafRdkCTl+DQZtdnsDIklhRKfX/KrH9kUSekWiftwwkPTTqNdahBOoqreDwC5s2y+BQaIPh0Bj3TYnmWQ3H1Zdr4Kd/uVEpXyNmUI28JtsK65rLq/wSpDp4lSlXE7NcjsIvxTnM83pxjWdOLhMUlNKoNKxofxBu8TlJaHJVpc1yxkrlcgBtgSMobq63Ak18PcwO1rB6G+uhzS8FTv9ynBJrZLUwIEvil9JyuWraPrm6XLBP7VOxP4CpgNhCPI88Z/jhuAVtHnNmaKRFqRpLYJQnGN52MSGFRptV/mRG3LkKhGMcC6N5vtpfcg9ODZFniTNGbkD18Au1VC9h1VvrNCm4VmaLayQysiQqDYlhnuFza+R5ZUDFZ9ZoVdNYynEDaLd1ftFph+PzGtSLz6Z8CQHLoSFEb3P6CbeUxi2X2bqQm1Ur/N9g+nU29rvOG0Q7MXEDaAsNVCsTSuJV3QGmlygWDqx+3gBk2M+Nq8d5JbHmc6PINlW+CLL2sfxp/wRfrXjwwvCmPmnRGTuyxDFYKFEK9b7NhVGJbkUZClyqYc83ljh16poCYQmj4rMazQuP/koEqUpb0gSanYNCu97oTH0Tu0Jo6/zCnjIieOYZGiWKmeIP8Dg18tYGdDXJNsZz45d1gE67lFfD11kdAw3oBgc0mpT5+Sl+YVxz10lGn60LzX0HWFFzojMmaBqubwM6Bm0ryFX8H61fjBEoKnXkQvAzXLpcBVTjOv3ebKnfAJfTz2EModBKYqtJe22A5YLoVDQMPiVAVvpiBUSvabRLSvRrCqdt9hbQozNcI7GeKEOGW01bHdNp7ZDMMXCNa6qmn/5NzJQx9Z31OROYMtrCdyaZJMRqyis+9/v6/y13FLPjKY8Mp53+ZQ+CyBSvmU0UGLjUyDMnmicfxjDA5USexQETCa8atBW5GlSv7RnTSQ9acKL9xWf1uYXTTv9ao5uDcN1y1fy/KnzWdDmDtj4itGHaVOfb21dJXONWf2G4XM2Ca/RyOQyuWb92zqCZPnGNm/0gRelWNViOoOe6qmj3jeqW5YLoVDQMphIg91QYxhKt7rj4XEdpBamW0xonV3ynGJmcSUJlNc9hRsMA1yqNoEfz9MkNnMgSMaLmy1QE4EpT5bJdrYvPorpjofOdWIqXrvRp911mHFeiOzZ4CqetHmcZxwG4Pl4NFG1WNI80CKJkGAOHV0lyVfnM4hdjqACtp0KnzXa+B3jUkrU8aMGQqz4Dlzsumz04xCxxDMIvcAFlrVAzFdYmtAG0ayqXSxiOoESuAkqWxdrFPARXD7hQnnl6mPvaw4a9FJ/tsjPKc3NfUwhuRpudJTHve5kgOhUNg7aoQY/mZQK3SH0yI2oSQ40jzKALcepUG0mGxjTUfP/np60rfXKaXhFm9Pp8t5FJdkKt901zxjgKSI0sZdeQ/l6J6jDs3f9XhZ87odk1VZMWG/aFE5r+ZZcImFEpxt4g1Bp5dZ0Nq0beWqPEKWsc49rkVVm5HNcBzmhX4xTnl9IucFPazEyFWUpDHJWp94uF0bbHdFKCXLqBSg72GI4gxb6ti1ftjB5njTKdb3MEcTWqdo0SGwDQqx2ovJqY2WfiGGDLgQ6inf4VZ0I5gQNPkGu5IDoVDYM925vn6dfTNFz8H620AgPa4QaLPcrOPm8pvmXYZ7hEBcIoQTKFOL2Wc0Cbo0CUz0lCyw4B+nPTDFSqgasooHAhXuCm12CfN4g2Z+SjZ6MjuuI1o94EJxR0IV5OOwDfMo4z3FBe9RiJZGOJ73yzDHtP1Dv9vxD8Ale9Bnp2ieF8W/XWBF6V0vbI1VAzUc908Hg1wy8Mc7pchUKeyqv1NCwPAgfSPVUIvCrd14Q10MAbYKMGDug2gK8nNDir5qm0CCoT9KyzFmg6hTfZrvis2gDpdVWie+XqckF0KhoGnxLgRvPYE1I4BotZzkLBLRXihOiMsd8CxWAoaKv/F76orea0atIAyqIz1bj+6C+VNt04NocKkEsjzDQ9wYFumca1+n8E5ZkLYMJzKysTJNFmGIkqPi+KWXzmOYKFAuIaHAXtcNwUf4DLKu2UBUxq2yGZM+HNlOn57yG0i89mGQ+tlAYD2uFyVT2Ok01sWeuMRtssZ2HzC+Paa+tt7JvGdfi1s+5bK+MBnV9MXTj4nRoUlWy+m9LnZNUGtFmByeKzPmAnUBfWFTCpQbaZJVh1Q3QqGgZTAVFKQlR8luK1JqQo/0eJUnAiaqXN0pXojshzhhvukADClK8ZzaM6goZAIO/IzRBmamZLd6aItBOaU6DiSydPsZxQwToxI2LUGvliBPHgHDluJWqKrxgsIidUM9RClV9BWzRUQJFtnFI9QFKCxM/wcBpQrZ4t5f9IRiKrRr5MrhJkOmONqsdJ5GqBT0CGHvUGqDXyynPjbIiaTxLiGKjmO1PWeDVp2ToRGqiZbEygXzsnKEq1AeyAyeB3Rg9OfUMogkj7S5BC7ltcXlngprRjpmK/Aj1bQE/h+SekcKJ59RjXlBRcShuGsUSPzpBKrzTFa0RgGXXq3KkTvYQx8cKILBFk0YC2T5ASjaV+QjY4TGOJ1FPhMVCD8UUZPakQ1w01csma4hBxo5gZfUrzqopvKX1yWQe9drdWJ1T5P5phn34nZUJLMhW0iToD2lyZznKmMlz6OgFU41qY2dICJqG0C1wAJCPTZySm+AG0RfKl+CyqkWc6odlRal9C+n+V6N7nRs8u8W0AQA/2hPKLdwhFE7yarTMjw0MfsGNk7YNou/lluSA6FQ1DXcxpR0gCcH3TE0BT3HYDKkPpUyMkhjNFmwyj0GY4U9kxGRrZuM6b+vRnzmrcZdI2DVRqNI9VSmMZS4PfycaSQOmbDYUcIc7lVTNVQTTskwSg3rg5WabQQERe7XMMjuJzojSZk9eJsATJ3LCQUkbEKo0o4dUQWLZmaQKvJoke5CIbSwznW8+y0OSDepxZ3x9WI198VgcitEBd44NzUAJswnI5KxPKlsuy5np1eiW1xNEsl+M40JSSVsDI2hNlm3pMogb3yDaALMhlZrZ4QwVipmK/Al8nf3AKz5v65Ci/8Gi/ii8d4WftUkzATwxDrZESAUG9tUrDjrjTozNsg0MRwuZ5Q2ir5XLkGnlptoDRD+Ibo0c3diTp5uIc6e9hz62lPDfNCQ3BVT6razw8q1bwS0LlF48TyqEN0BR3qRNKif4K5WpmnLv+z4tvOFPU3iV1TCe3pwLgGUta+ZPj91LaqmGvGHpkucrhF2/AhPbMJdMEC9o8/DwTSsBVj5OM0gV4ZUBqWaomV4NwFdqCzLnEBgB4ATa7sX/wO9WRM3UCQZeatJcLolPRMJjeNj+FlzJ2IUhDcIvPfUYk0d7xNlwQ1zYhRWqgJqaBGo5vN6gTjWtO06+wRl7NbEnG2ap1x9QaeSurJhwRShOkpgPMcKa066JHhnLalZg6PssJtfpBwnHT49K/0sgzp1G7pawTgOgIGhFUevRXDxyQIs8eQysUX1JKkx6n6gT793LaxWdRYz9jXxNxgE2TqzyZbtEmO8CJ9pcTMKE3S+u8yi3HTYxAk6wMiGrYC0uQkqQYl012gPk2QE57aAE2uk7wTZdbLohORcNgl+IMfiem0cyJOJKSErIgFZde1VGnnuHSDNR+n99ImUUhcwVSfdkpvpZuVg17hiClRobUSKJQiNOVPt9YKovOkAz7vIY1XPGaE1LINfKCqLeObyrecNwcnz3LXRjN40xn8fVsBa2T4nOdmYqgEaFG6RU5YJLL1cE5mBFY9X2n+NW4ZlaO7IT6ZBvDQGUPLZFGniW8auhC+gQmQebcjHqz3plKuxrXN3Al1JD0lctRS4FVpyQ8yDWg3WcMqfEE2Kg2gJmN5GVJiv/jBS1CrpgP0aloGLwlSMFGYvqXY5j7pgiQ6/NzYRYeNS9T+rRG7QFtwqZerVbL/9yC8IvPCSRK3ywRCMA1DFxujby6J0oobSuzxeRVsw+G5wDzjCWO4tWHCnCMxAzXpF2Jqh2XZiJ5UamUPiNb4DUSq3H9QQueE0qZHlUazQugXTzz7C8zksiJggqm+aT46d86HUGqkagGW9Tfy2kXn1UjkewAJ3q0P+ydFZ/VSWccRy69Bi6/8Hv86ujB0d8ZVS6D/Ny00ivH7yG4GT414q6XP9FwWwa/SGUbCMEes8dPuy7KoBljYMpyQXQqGgazOY2eRhNEZwzmpCht9Tjb267GNR0aKmPbKbyMNkMJCKIzfSV8TDauWeUJbkFKfWfSqHciULzyxluw67VZG4qVZdUqse3ypwyb7rzzo1IZfXY5iyKbUvyQ51Z85m3smSk/5NcQegJNriq4LdDWGWfylOl8k6OgpoGbn5euE7jOVIZPeeYmbU2kExz/Ap9poAoyU4DSpwdeRg9QZSuRVy2HKPzaLT1MLRtjOMD+oEUQaWNoifrSQnAV2mqWhMwvcl1I1cO+ABu9dJw/6jv2VOynoBv2gsZbTh2pr4aV6W0XKUCqENcZW1JSQh9lx9+fI6NLbqT0vLOgKSWWMzb4nRh5NiOJYVFvPSpVCPEg0o4enHDavkhiKH3JUAH1kL5lXNNp11anzogk0qO/Ga6ueYKcKUvxZrihSl/FFcg2Tq23YBiDmglllQF5+6aCLr3EWKLLNjZtluNv3DcBV73GvhEp4uhCSe8RQNNHvhLocHyZLlSDHjL5Up8jSM5GsgImA1zrmTN4lWk7mQE26jAFjgOtylVAX6fLAdGpaBi8E1ICJYLqdWrGTgiuEZ2preY5SCAUn9VJHyl+uLee0SQvaiXTITNYJLXi/KhUSpsR/VUNXLJxXHxuukRAXILkU7yBkUQ1u0RtZlR5VTOuWdFfYiTRk9kilz9Z64TOq+QaefW+Pef14xafZY230P5Kr50XBc1wacZ1wlrjPieUKFcTesBEPSZhBC1U45gaKLIHh/AN8/SvfV4vbmnkORzfzuhVohr4whJHxRGkZ87p8sXM8NB5VV2j1AyNwS/USWWiAJvbbgul7wtyLRdEp6Jh8DbeklOXdGNHrEAUYQQUC4ssxC0jMYR2gQsIor8CTx9wpPkFtMNwi88sQerNkgTwixVBzWgHkbajv8jwibQ5keucX9K/bH4Bn3ZKl5NVS/+yeo98JQJhpDXjmpod0tYJVCORyqv8voQUn5OpKHBV4GQ6ZJkKOq+qBgu1Rt4uZyHSFsjVsjUeAvpAAypu8Vm/dmbAhGBktlqFtjf7YCgONMdABXTjWtTXwAk0aetEPW8IbvFZUuWh6tEUnxa00LOwNNpWgC0AV7c/zCqP8HVm6sLlguhUNAx1junk1tYBejlMeDlLhpv+pUTzNNowjQbCwjAFaXBphVsBhWD7SwRCaad/OWlXf91xEGl/ZosRUaNPMSpwAUkzI0MJCCKJKr50Ughr/GC+xs3MVgBuy73GOSUlmu6hrnHVuA7m1QEux0D1GDvhEVSdX/hZFvo7M4MW9EBTwS+SyHOiZFl4k8oEUW+JXLX4JQBXWnJmOKHcNc7razCeG2GynXqc6bzLmuuJvGrdN2eND3DJNgBjvLrUmVLkKkDMVJQ534R1ZurC5YLu8p4+ggl1TkjReYvmbdfZUxEiCc1eEt//VdEuHBqq0i9oa7YSJ8OT44bSTg/s1doHE0pbxRUIUqW+n2qoWYI0aExn8ZkzzUfa11AYLDLll+KGR6VU/L5R/Rq2v4fOq8XvYbT1yLNM6fMNVFlZRpIwjDyLXwb4wVPWBrSl9dqcwIHXuKbLtlyuhpH2jumk8mrqQGe/h9LOnClGFrZGPQxwe/wS8TvjZFnqanDn8KrPEQyJbptrHORS4AFtTkmrkU2k7ubd8ga5qnGtoQLK9zBdmP6N+1Tsp6BFpQTpZmvTnIA3aZUgEVt2fEZiWGmE39umlCBZDaTU6C+jnKXeMZ3K71QFopVGEO+blW7WlRc31Z1Hf/vhirflVZy055ZFxLg18onlhFbj6mucbixlx7HqZ6W7zqoRVPX3oHUic0LVfg5yv5i0jMcoEch5NVBDZkY0q4xHWGbYUuSytAcHVNmmRkElvJrQadfVx5I2mTMzU4YuDIU6e/wKXqU9NytwEILr49Ugyvo7Iw8OsWyncFxA10eSktZah9wIMoKtQPzcoYHdf7QcEJ2KhkE8gcnbGBdgaHloc5rEAUEKzzQaCIKU21OhTSkRR4Z4CohVnlBbjTy9Od4nSMk18olRWhHAb3b5U2L9XoqvOUTF7/KouSSaR11n5jqh0xY1S5NpF5955XKK4qVGEj2R53BeLXABPr+xap4tXk8/040lMHZ/Lz7zsiTu+25CroqmXnnkKsf5BgT9QwmjvNKzzsjOe2JkMwVyuZmeCrdso2WH7PumrlFO6bjZL5brwlB8xe7jZmEz/Jip2M9AWvsraozTPH1BCZHpbQfh6kYe11DLaPfJQhw5PrUB1S4RkNAufqdH1OjZgjzDYzlTAbje5tcg0nqqW/md3rjLL/vK6NPLOlQFxI8k6tN8AmkbCohE21pnGS6RV+uYDMM1UDm9JEJe9dUdcyYwia+dWC6nl7PwZZsaxSTLtr5QrvY5xlL61+ovDML1ON9BlEt0IUu2ybJLda3xsBKk4nPCksuFA0wPcrkDB5weP9EzZ8hVny4M5zeFX5j7/6T4INan0CE6FQ2DPekj/dxEY5w4mqeU0mTnMM9bTt+mDdCUQIZHbwJ1R0hCHpxvTGcobe+YTuL+HryeCrfB0YgQ99Q8U6MzehQzkNdMQ41YIpCRMZ13XuQ5M1iIz42xTtTL04zrIMp60IJaI+9tUA+krWdhld8Zz5xqoKqZTIBeDtPyyBdq5DlJEkY5S/qXk13yjVYNBd9GjSGg8apiZAbzqqSs1BoqYF9TCL65+R0Vv44MDzk4WNNz04OiMhuAWmmhBSYZ70znVeJ9G/qMRJuhhwE3r3MDbMucqIhORdOgMgKrlKbGqTT8VLcuSMkpQMbCankWRrDShy9CUo1rpcqNc1biG8+NQtuc9FHg8oVRek3VuLqxIyg5YyjOlH5x7dx0c4Gf0abhcxSIZdg7fg/BZ5WsWZNhwnFV/Dqn+fBq5OlOqO4IEvmlra9RSaO3PMNDpO0NWoTgFp8l/RysyLO0FFgQYBOX8Vi6kBdg49kAxWdVtlIzwJxgjy8wyZGrmj4Mol181vbICCOt6yOFV6m6UJWrvFJg93mD8Pt8uWriLxdEp6JhGGYKz5qQMojKkUeymWUZ1J6MPiPNbpUIUPEHuMIoKMtgyd6ZVSIQQrv4zCtZcwtxchST886U++ZkKlyNuzxByq+RTywlQI2oSY2l4neZYR9EWi/rEEV/QZ6Q4h8qwDHsqbjFZ06dul66VfxOnizDoK0GTCQ18mqtN6c3oHG5KsgO2Rm9DDeMtqkLqYEDV08F9Zmn9BnlMA7aKT7REVTlKtEGYMlVi1/SzzzbqfidLNsEjiBnI1dAvXZ+Vgyws9/LAdGpaBhMY4ff8MNZGMVnVt2xN+pNjc7wp23k+IIsS/P1lO7nFpYlETqhHiEegi3ObHkajrmN3jTaxWfOc1OzBeQaeU8UlGosmalyskOjTWAi8gurRr74zGkoLJ65kZULwnZH7DmKl5ctGOBKMxUM+eId3hGA6yt/IjuhjMZb37QwSbQ/mHar5SzF4fTQqDYalVcTzuQpsU7IcGHIlwBcI2jBX+N1rBOeDcDK0EDIq7njzy0FtvGpzxzglThSIToVDYM4iumtzQvA9WRJqLW7QLrnAoW2Sl9i5Fn45Dp107hu0BmzhBkxOsNqQE3/Wg1iRNosY8fnyAVhuw0WVjQvEUTzaoiCkhWvA9c8bxBtVqZCdeTU84bct2GYkzflKmQbNUui4kt4NaMvC1oov4dkCzx7skhp04d3cOSyTx8F0FY+S8txedFfWz6F0jbHdNJpQ6FNxVV5tcbsNYNXa1snVLnKsSEkfSzSKWkC2oBbH0lLgZcLolPRMPjS7BylLylnSfpJvrkWVYEAQK/fd/5eBpowy5oROQuDNYnII0gFzhhPiKvXxKE9uG9qPwcjOlOfM1WU2qX4RIMFfNpAFnWn0VYHA8j5JfeAw2h7+hpCiPum+YSCFkmk7mPjiaCG3rgkm5jST/+qWRZqdgjQ+ZVaGmrxCwEXMII95EATtI1Fw9a4R76IjSUibdWhCSOtlZyxghaO8imqXAWAXo8W7Qd0fcTVZTl+rks5jmDxu6gEiRrcU2yA9JrCcXN8ZoCNNaFNmKFRnUhRFlbDpz1zwM7SLAdEp6JhsKbSZL8He9sKriYQwui7onkcxcvKVGjZgoFAINZipviyekpQlZ8VgRXQJjYzqoeol85Lm6rnpSkQniBVaDMabzWnRBDN45QgeRvcA07QMng1u/U2wxFUeZW662xfWeS8Jk73ef24xedE8syNvgRJfT8/E8pzSkzjmLzOGDXyuSPY193AoCyJEfWWyDbqGrecKSptdXa/57zl9NO/SQIlwBaEWqILafqMJVeNqDl9CEWGK2xw7zPWiWZ/JNbvwbRZ2aHimavAcWjA5Jekb9Km82p+TuIzBwbPPQyNDdGpaBhsQ42fPqQ2/QK6IKZPESg+69EZ2sLQo3FBqI6FwXtu9g7JDMOe+Ny0CSmSaB4niukV4tW4rVYRf0pY5SzpX8sBJpbbsZpXDeWXR545xpIoqkUvT/COdQ3h1bZBO8cNpO1xplhGosDxZzX2OzIdVPmQ42fnFPAqR66q2Qb55KkQ2Wa+Myavmj0VxDGdulwl0jYEK0eX0nfzLj7LSoEZPVeed0bNbFl9MAHvzJIvZF2Y/k0sRzAA10s7iLRz8EeKT7MBUtqD36lDbrhZ2JZ97ZwKkzj9aT8EeyqN/XsZ+A1UogIS1EMCwFJPLX+i4WvOVPCiLD7zGsQKIU5uQDUMe3JkaIDfs0qviNEZTqpcOnXCUd5AL1+il2VotAWNswBT8bZs2qH0pXXqvkbKMIem+Mxp6mtr8oXIq1Y5Cy+aJ+ZVwf4/gG4kSjI8nKi3KHDAKe20+jkGuMTSCimvykfKFr83rQt7PUYpsKD0yjYSabRVA5deBlR81vsyg0iXlOMGyBfls7rOgteJOlZetQFCcL2OXBBpo5zWfd4QfF6JYvHZDBYtB0SnomHwNvyE4mcRMUaNPKBHIrkKBGAqXnXihUDxqnWB4eUJA1wrAks07FWBElzOMsA1I/YhuF6Hhi6MzLRvCIiiv1J+qTPyTOQ3UY28WaonGPlIzarJ+39s3FD8R0xjf8LoF1MWo5qF5WV4eI6cjR9Ie3CcGWji1cgzs5FGVi2s8VY3jul9MDYuDV8NNGW4Ml3I4VWZkcifHsVpljYDB+RMRV09OAzbqaVVaai0w3g1OyphOHL12W2ygIkpW5cDolPRMPiVPjUyJJt4kSRQGryCUL3RPJbBQlT6PoMlFHwGSxCu5tAoUQ6WENfyzdW4amRIoU01jtVMQXreUH7LaPOb0wBZY3+i7c9BV/qsDYMcCqgViO83roNIiya82WM6mUqfEfUG3FFzVjRPvSZB9Jcn2wRDKBQnlNOrlnD6hzzyJYhffHKV+s7MsgqyE6roM7IuM6KvRH2krTOxLqTKNtkePKIhFJzMltR+cT1zhOkjH6/KywSD0N1ZOaJTkEDPVFB5tc5x2csF0aloGLQJTIlaPxuG7++pCMVP/2pGYiCyHs2jK14t7drXr6cat/isKpHgsjFPhEQ2yi6ItFb7S6dtCPHs9zDSiiMHlpGoXXvmhAbSVvmKE81z1fdTsxwpPr3BXedVqgNcfOY4NC1ljdKzagptVqbCo3iDs5npX8vQC8LVlV9OO/SdOcobpOVP1OgxR67WVVqhylUg7J1JS5DUslJyVk0RJAkj4q7R1mQb3YEubESGLuTwquPa5T0VofgZLr1szC7fFtgv2kTAENziM2vsc1uVDyptmlxOFD3MemeCKg+eDaDrQk7FAgWiU9Ew+MZ00pusmHWkGnM2nanIIiQypc+KPA/+cja+8Y3RCzdw07+sOlJfyrfhzBanKc83dlEyho+aFUtp95XfidE8gbEDSA172XQW1shH5b5V4BgNBS7dGePVqSOnLSrVYwyhcDljnIAJrwfHdqbM81bhAsxhDJoTSQty+aLeZLmqGFpAuFGjlxkKdCFHvijPTZSF5WQLNGdKwC/qO6M2LJtjgEMCbJ6IOytYw5lGqK1xGu36svbCQRAxU6HDww8/jNe97nU48cQTcfLJJ+ONb3wjdu/eXYrzwhe+EJs3b9b+XXXVVdox9957L172spdh27ZtOO200/CHf/iHWFpaWpZ7sKY/DT5To1rsMZ2iheF2KujZArXBi4Zr4tNTl8KeCkUgkZ+55QiG4wLMJlCHMKLhp3/7AtqAyS+B+M5yFrrilUaeqbzqm2pD7j0SZ7boUdBc8Sa8XdBd5VPBtL09OGH4ehZ3cE7OvgOsGnmbVzm9anppaBjt7DDpSFl5SYlyTURe1YylIMrKOuE29jvkcmOZLcdzC5+K55YvEtqh9M3MFjnYo44BJsoXae+RhFcBM7NFXKPiHhwHvzACJsudpQCA7rJTqBEuv/xybN++HTfddBMWFxfxxje+EVdddRWuv/76UryLL74Yr3nNa/LvExMT+eder4eXv/zlWL9+Pf7mb/4G999/P6644gqMjIzgsssuq/0esoafBMyGY8XI420olv5NOKlLTzSPU09Jjzx7BGkYutZbIBEIHMWrN8dTMxXFZ91IJEalrJRvELqzXpszgYkTnXGXswShajQ4Nc91jictap7D8EXTWaxGSv2cofjchkLXRB6poUbtXZIMckhpc0o7078SIw/Qy0LomQp6SayWJWGscZdcNc/rA1u26eesxHes0VDaKn3JKF2Ax6syA7X4rI3LJk5STBLdyAzBtrMFPH7h9IuZNkAekA2irDv+on6xhNH3pGW2GLaTMhGQPsbXw6vLBPtMpuJHP/oRbrnlFrz97W/Htm3bcPLJJ+PKK6/EZz7zGdx3332luOPj49iwYUP+b8WKFfn/ffWrX8UPf/hD/PEf/zEe97jH4eyzz8ZrX/tafOxjH8PevXuX5V5EYzq1hh9Gml4zcGm0VRpLWso3CN2dJSFOUMrxB5/JDg0UgcCgrTlEQdhGmp6of8wsCdVAbfuEOGeX4/w3Gm0AWFJLSkLHD7qapTmZCgmvMgxzzVDTjC0av1mZLQIuoEe9qQ2o1jAE4jqT9JJk+MXvHCOThwtweVUgVz3N9RxelWRhtabfMNJauRzVtpZPvVKDDvbvofR5me/iM6tG3uV8M7JqWrkdMZMqH0JR8At5pGxC78HxyVWe46/8TpTLWj9HEGaZbAvDd2ZCGXo4OhUK3HbbbZiensZxxx2X/3b66aej3W7j9ttvL8X99Kc/jVNOOQUXXHABrr/+eszNzeX/9+1vfxtHHXUU1q9fn/92xhlnYHZ2Fj/84Q/rvxHUFwXtSfaKUKN5YahGNE8Q/eVMMRKWs6iRISquKUjpGyUpz1y9pqBIYiHyVNp0A9U0OILQtTHAktpfVo18TetkiWWgpn/VyDPHmaLWmav4mlOA0MyW7oTmu3kTjSWzvJJcsiaVbaqhFoZen3ypiVep2ecMPzfUqJlQyHoq+glya4saNddlU6iRWOOYTk4psJLZEvWLCeSLPpY1CNVRjpvRpuGzehM12ozeSE8mNKgHxyzjITuCxRrVeTUMX7XbuDYAILRfVNqcoQKKbFsu2GfKnx544AGsXbtW+63b7WLVqlXYvn27F++CCy7AwQcfjI0bN+IHP/gBrrvuOtx111348z//8/y8qkMBIP9edl4fdDrVKrDdBtBLP2fs1Wm30O1W46rHqAw90m0H4ecLs6X/Fka7U3xpqb+H0e50FNotGu0R9RgO7YG1lKBYyO1WIO0R/Znn76wThp/xRL+faEJkZKQT/M56/QRoFU3DobSzYxLohlMw7SwayOGXjptXux0ivygvLZhfRtzHhNNW+SWl3eLwS7uVG0udCtoZTVWGqMpoZKT62keUNdpuK7zapq2TfqIr8dB1pskX6jvzHEOVL2oMMZh2jbya80swrxbvrNUqDDUXv7h4pKM0ams6YaRT6Zho+qSt6KPA+87WeD9JNOMlVB+1Wq30fpXrpOpCdY1mv1N4VcWXyxeaThDTdvCqi0d02vZ9t1oIoj06qq4TkHVh10EbCNNHZmaDKtt0XqXbTp0cp5XbIKG8KrdfFKRMxAbTVu22QC9GAEN3Kq677jrceOONpcd89rOfZZ//Oc95Tv558+bN2LBhA1784hfjpz/9KQ4//HD2eX0wPT1ReUyquPsYGx9Be6DEx8ZGsGbNVCXuiqmx/PPEZPF51arJIPyMuUdGu+h202b00dFuEO6q6aIpfnxiNP+8cuU4iXZ3pIOR0ZT1up12GO2HiuzS1NS48nksCH98LKXX6bQxNj4CIF2UIbiLikWtPvPJidEg/ImJlF4/STA+oA0Aa9ZMYcXEiA8th1T4JhgfH835ZZzFL8U7W7VqIgg/E1qjo110O538cwjuypXFe1Kf2/R0GL+Mjgze2UgnN7xGup0g3B17ikELEwqvrlgRxi+jA3qdbhujGe8E8svMQi//PDU1liu/yckwfhkbrI1Wq6W9szVrpjA+Wi6yxxeK+x6fGM0V9/h4GL9MZfSSRFtnq1eHyZfMKRkbHcmNmjExv4Txas4jI508IzkyEsYv04p8UWmvXBHGq2Oj6Tpud9oYHc34JUy2LSm5mMnJgl+mpvz8ouqZ8bEB7XZLky9r10xVR1I7hcExOTGWHz8RyC/Z2mq1WphSZM3q1VNYs6ZaF7bbLfR7SaoLB/wyOhbGL6psm1Q+rwrll24hz5aS4rcgfllZ6EKNXwJ1YbbGO92CX0J14cx8IV9U+WDqQp8tkvFIq9XKdWE7ULYtLBa0xydG82h5qC4saOvXvnr1JFatGPOhAdCj7OMTozm/jI2H8UvOn0mqBzIItZ0yeTY62s0DrKHyRZVtKq9Orwzj1UwXdrsdMr+s3r2Yf1af+XLB0J2KSy+9FBdeeGHpMYcddhjWr1+Phx56SPt9aWkJO3fuxIYNG4Lpbdu2DQBw99134/DDD8f69eut8qkHHngAAEjnzWBmZq4yxZTJ+d27F7C0lC7SxcUl7NhRPskKAObnij6Ph2f25J937ZrDjh3VrzOLms7PLWJhb2qA9Hr9INq7dy/kn3fOFEp4z+6FIPxM0c/PL6I1uJAkSYJwZ2cL2g8/XNz33J69QfjZc967dwl79qTPsAUE4e7aNV98np3P05cLC4tB+HsHz7mfALv3FO9vZuceLM5Xv7O2hF/mC4Gyc2fxznbtmseOsY4LRYfBe5qb24u9iwN+WeoF0d6zR3lnCq/ung3kl8E6WlhYRHtwHf1+GK/OzhbvTOXVUH7J1vDehSXMKe+Myi87Z+YLvp8rp93ptDE9PVG846Wexvc7d+7BXLf8ne1VlP7s7Hze+7R3bxi/LCyk/NLrJ5jZpfDLzBx2dEKiXOm97pnbi8XBtSwF8ov6nFV+mQ3kl2TQsTo/v5g3cfZDZdusm1f37Amj3esV8mVuPruPMNm2a9eC8nk+3w9mbs6WLxmPqHomm1S4uNjD7sGaa7V0OemDmd2KPJqdz88ZLttSflnq9TW+n5nZgy6qSy0y2bZnzwIWB3y/tBjILx7ZNjs7H6iP+vl59u5NaYfyy57dHtkWqAtzfllYyu8jVBfuUmWbct+ZfHHxiApLi4V8yWR0qC5Ueylndy/kQw0W5sP4ZXGgC5eW+pqM3jUzh/5i+cRNtYd0dvd8cR+Bsm1+sC57/QQzM6ouDLOdMtk2N7+XbDvtUWXbwyq/hPFq9h7nF5ZynR5uO7l14XLB0J2KtWvXWmVNLjjhhBMwMzODO+64A1u2bAEA3Hrrrej3+9i6dWswvTvvvBNA4TAcf/zxuOGGG/Dggw9i3bp1AICvfe1rWLFiBY488kjq7aDX62NpqVyYZinppV6xsRYSVOIBeoPR3r3F8f1+EoSfOTRLvb7WXxBEWzleNV6otHu9JJ+A0Gq1Au/bQzsJo51Br58UgrYVdt/qtIalpX7+HELvOws99lXag3MtdQKeWzvjl35eb50E8ktfe24KvwTwKVCkqDVeRbO82usluSPXQhi/9Pue+w7kl8x87vUV2qG8ajynrGQt9J1l923yS28pwVKFoWa+o+xaEuI6Md9RrxeGX8i2flE7HCzbimtfVN9ZP5BXB29tyegyJ8sXBq9mkMoXPq8uLvXzTEXZO9P0jCJflpayfg467d5SP5cXobyq0VbkZCi/5LJtqdBHobzq0wnBtAe82lN4NYGUV0Ply4B2P8mDJwil7dPDiblmy9eN+s5CZZspX4p3Fsgv2bUpvJpeK22dLS0pE5yovGo8p34ov2TyZUm12wJ5VX1nHNqZLuz3c0euBQa/7A1/xlzYZxq1N23ahDPPPBNvfvObcfvtt+Nb3/oWrrnmGpx//vk44IADAAD33XcfzjvvvDzz8NOf/hTvfe97cccdd+Cee+7Bl770JVxxxRV4/OMfj6OPPhpA2pR95JFH4vWvfz2+//3v45ZbbsG73vUuPP/5z8fo6PKkioopBJypNsVnySYqvBnTajMjozEuq88XNnFqzdZh6LIpRuYYPcc1heCrjbMkfGdjXRCq0SAmGZUpmxam0w5CVxpvOfddfObQdo3p5NCW7MBuT0gJoa3walL04NBH6YLVzOja4JI6eQrgDoJI/9bLqw3IVQ+vsvb/Ie+hU3wW8Sqj8TY9TuH1RP8tFBfg7Zvk2mQyfD+X+nmVuumfSbsJfaIeV+s0QhZ+hkzFhRaaCdcJ6V/pNELJZDt1Qht11Dagy5flgqFnKihw3XXX4ZprrsGLXvQitNttnHvuubjyyivz/19cXMRdd92VT3caGRnB17/+dXzkIx/Bnj17cNBBB+Hcc8/FK1/5yhyn0+nghhtuwFvf+lY85znPwcTEBC688EJtX4u6waWAOJNlOBtEFVHQ5oV4y6FAqLO1+bTTvwmDtq14eYa9ueEPVfFzRhCLN2kSzFOXTgtTxwBLhPgSY4dk3Vji4QIDJdAvoschkN+3MbErbPO74rNkN+/E4FWegZvRpuEC8sl2xW+BuB5epcpVVb5wNmrUeTWMtmRvEG2zxL6qj4i8qieHeBOcJAETTpDLscHlMEZW13bfYegiXm21WoNhArxxtr6ACUmPJ6btRLchEoFhz9qzScqrig1Anf7U9EjZfcqpWL16delGd4ceeih+8IMf5N8POugg/NVf/VXleQ855JDKZvE6QR3TKTOWBNu9qwsjCNMvSCUKRL7nAe258YxjxUhkRCnUqJQenaFdOyvDo42TkwpS/bdQXMDc14RooPbrdL6JvAr6eFIrW8Bc4+bmdyEL1b+5Jn+NZucl4SeyNc56Z8oUpAyke/BIRmWyjESOsSOSD4psg2JksvY8oPEqUNxjAr5cBbhBC5eRGIQqz6rlz01oAwizatT7zvB7A9nErbRgb0A3mISoBXuIvAqYY8bDaQOZM8bP8LAyoQ75Ehzw8FSYLBfsM+VP+xO4FK9UmPHmyGNAm6F4hbRFex5wylkc2aFgBaBoSM4MfMk+FRZ+JkhZUQrFsA8jrdCWGdea4iVvlCTjVVbUW51hT9yx1nZCeaUVSZJoETX6BpcANTDl21yTl9nKcGkGB8DMqilytTYndB/g1ey4vpIVozqBGT53AzrTAaaXhiryJYx0fTpBkcvD4NW6dvNuYqNGDV8QHDRlG90hUvURZ53Jstf5cwvCNHlVko3klHYWn5sof4pOxRDAVVrBSVeLIs+aAgpC1b1tBm3XDqjhSluhLalJ1FK+gbTV3VM5NbAOIQwwDLVE1gfDquVUNkPj3jfAE+Iar4oiQ3xe1VP8YbRNXiUbLIripNYsq3Q0hyY0mtfy8EsgbUkU1FunHrzJk0CuevvFqLwKxhotPssj7vpvVaCVPyWKTiDvMqxniMKNJYV29s6a4lUl8kyWL/DwKkMnkI3E2niV7hSkdNK/unyiylU94BHuEKV/k4Ruv8id0PQvaxdzj2wLBVnflHudLBfsU+VP+wuIjEQjspQBFV9N4bGMxKazBeIoA2zaHOXFqqe0abPwlXI5efMrDZ9nJBafWbxaU4mAKJLIKFHUjWMlOxScps9oFwoklM/TYwf4WtSchgsIDdy+YnCEkfYbiQxezWwUbsSeTFvdiZwoV/1Nv4G0HQ4NewgFs6TELmchGpkarwehlqxxulzO1wkjGykfHELNZBafebszY0AbZD0MKAE6VqlfRptXXpm9H1avm/JZ0uAu2f0d4DZqZ7ggy3SffFkuiJmKIYBk4kXLI0jppRFJPgGBY1yLhHifYex460hp+P1+gqSfXQ9dgbCiWo73TaGvRs1BNDLFU0ok5SzCyHNt9fnC3qM+cYKS3KFRaBPLWQB4elGE8oXoECVJUjQUMhSv5J0Npa9BC5gQcb1Nv7SACacvQaWRvjLec1MNc/O8IfhJAjKve43E0KZhZZ2AaRwDUl6VDt+g84urnJYgXtylfkRnzBxCEeyMaaWdgkwFp9JCQFulofUXCnqXpPpouSA6FUMAzcAVpLJ4I0JtxcuKDLGmbRTGEjfaD8jHB1KjeWbEneoISpo4NXzFYAnHLT7LMhWMngppZsuhgKSClNrcppeUhOFKo/0uJzS0PCClb+M31oviykaGocqdMUcvCc+ZovcetRxrXNrPwQqYEPWJemxa/pT9RuNV1SlIrymMtmtMJ6+8UsqrA9wwVHmNvCOzxbIBBOVPHD0MuA17em+A3kNDngjIyAjqPaEMw16jbZ+zFLeuQBOnn8Ojj5YLolMxBHCXJ4QyZ/FZYtjzDA6FNsOwdxpLQZj+8ifeBCYabm1lGf1CadPKWVSBMhCknOySqniDaad/WbW/nndGdwQ5jbfFZ9H0J82ZovE5YN53ELqR0eOUJxT4xTjbUFxV8dKzSy7jmpMJ1WmHgaT5VY88yzIVVPmi4nPGH0ucSB2f4xAVn3mlnQ4nVMqrgswWR64uMQw1WWar+NzjrBNBwEQ9VtOFodkhNQvL4NWW47lRM3qAvLxSwqtSXUiWqx7ne7kgOhVDgHxhMRpQaxOk0ggJK+2KnDZ5+pMnmkeOkDCeeTamE5BFODipy/TYDJ83VzyDnkAJSGt/OSP8iqyasK9BGM0jNwR6o/00JZBAVZxhtFU6Ceg9GephmvILjTwP/iYMXvWWAVENFmGpHmvcpMarnGxk+pc3bjL9y+HVFD/jdTXyzHln/DXOGn/sCbBR5VMizWwJeFVzaIIwyzJbRH2kDRUg6KPBCUQ2gDBrn7AGIsh0gjMbGVxqV3yua58tToYmZir2U9AiS32iIPUY9uFCPP2rj0VrRoG4ylk4M6ZFhhojbariS4SRrrSDSevlT1QDV1nhrCioeu3Emmd/+RNNAbHK5YQ9OK5eEpaxU5OByuFVrVmao3gl89RZ2SWhsaRlYQUGh2TneUZfA1DcO8swFzSvqnSk0wiXOEamI2reWG+Bg1dZmS1BcK9OuRruTKm6UL+eIPoSXs0DJoouJChDUZWHl1dDaRfyhWw7Ce02lw3Ayj43sE9FnP40BHCN6ZSOk6M3xvHn5wPSZkZGlMEjxOlz5EF+5umxNm1J6jM0U6Di8zYzkykgSVmHN+VLbaQUZ9WazejphhYnKuUydpiKl2qw+N4Z9drVoEVw9Lb4LCobSxL0B8q+KV51TUEiZZfy6C/f8efUuKt0xGWGrIwgBrRlza/SkrX8N1ZZKWOduHpJhLSp5TCSze8AmVxV8Sm0Ww65HGoDyPkl/avusSE17HnN9VQntPjcxD4V0akYAshqWH3CLBBfVX7Epjxp420eEWMYqOIpRhptToSkBSARpXyBwsjkK/30N4lDk+ITlT4jXS3ObDkcwaZLI/RoP0fpcyKoGW1mzbNm4Oq/heICsl1ntSwsIxMq2SlYd76DUJeFV1mZCvH8fD7tuia8cfvF6MZ18Vm0GatiZzWVCZUFLYrPPOe7uG8WrzpL9UJpF5/zABuLX5QMD3GaICDsCZUGTMTj+LPfwnB9ztRyQSx/GgLINmkqPktKSvooxgeyNvWS1KkLDdQllqHGpw0okURByjfFT689VBACipGplHVIjUR6+RNnN+/is6iUhsMv3nQzkVe1voQw2roCUSOJYfhaaQSn5hkFPtlgUT6LxlWqWRbifQPc6K9qqA1+Yzj+vFKa9C93Q7HsWJZcdZR2kiLPynMzfwvFBYrnxo08izYzY411RU67vuAeQ7YNfqME2LJDRTaANFMhWKOA6oSG03ZO5SNmvlPakhIk1Bi0oNl9Ws+W0AZYLohOxRBA66kQjZTlRxKHP6aTWsZTfGZt+KNGErMMDcWwH+BLUpeAIkgZ5U96kzmDtmTsIrPBPaet8ksYul7OQsxUqM314jGdjKxaofRl5U9Jnk0MQk3pKKUVTTfeujJbLNqiaB7DmZLK1dwRZGYLHOVPZNnGGGig0uE1WhefWZFnV8CEuE4AsySWGDjgyNUaeZUqV1V81gAMp2Ev5NVQXEewh6aH07/SnaXrm0bItwEAOq+KacfpT/snqIpXVFpRW604nTYrW6BFYNPfQsVJrfWQxFpMFb/PMhKLz6w6Uld0JliB2LQBenQnVfqD35rmVeGkEOmYTtZEHUc0TzIykuWEiptfs/ICXtSc7ggWn+V9DYNzshopVWNJIleDUDV8mVzl9uC4HBpJwCSYtHHtctopfhhtt1xtilfTv/zmeoF8cehSMa8K+kE4Mj2ddIYBPs0GAHh9mRkZTuDAxy/0LIlsGEOc/rSfgqtRSlpaQa2vY02GEUfz0r9Sh0bacMxr1M4ULz8qBRSCmFN3rO870IziFUWGPJktKj43+lsoXv40H+5eES5+4ZRWUOuGAd24Lq4nFLf4XF9WjYar0k7xaUYDq5xFOLGrKGll7hXhzFQQ75tbeuUo7ZSUdXDGk3KuXQuYCJwx3uCQegImWslaGOkU39HXEJwBdpascWSbMLNFHCIBQJl0Ri9Bajl4lUJfJNs8mS1y4KBPLxNU8aNTsZ+CKJIorSPVpk4MFmVwI2XxmdUsLWogrYs2XRil9LPoDD+CCnAjQ+nfRJgtkPSisEaratEZfl8Dp5wFUBVvPeUstBIBF22+Ay3NkrBKSnp02nVltnReDaMtaTh23bd5TeW007+cCUrqsZJAUQJ1+hPFSMxoc5xvm1dp960a9vpvobiAcKiAsEFdxKvC5nqJE6riy+UqQxdm/EIJWmilnYPfhIFJeraAXqon51VYtDlBi6UGyp/i9KchgKRpWJzy1YQZjbZP8VKvXU6bU86S/k0Sek2iii9p+lXxaYLUfm5NNYg5G285kSGWsQSFtn49IeBSvGRnKgHTSLQNew6vZ04shV9cRiInS5LTZqwTzshHf2aL9s44DcvirJrDCW0qq+a6do4Tytv0r/hcTLZj8Is0syXQCf0kQaumIBd5qAB3s8Sa5As1863TlmXtJaVXrL2LHLxqXlMIfp9VeiUNWhQOcD//LQhVw29i+lN0KoYAGS9o0TzO2EVpCk80UpYTBU3/SiPummFP3qeCV/7kKk9glaxlgpTRJN5jTQopPi/lkUS6gSrPkgiMRIbBodLnKD/VoZEYibwNwYrPnPIEZxQzuOZZSFvNRhJLtzSlz8qypH/lWRJGJjSXq7yJXZJGbXfkWWYk8ppA+WWCeq8bXbZJgj39fpJzqMTxB+jrjNN7BPj4haNL6+FVVi8KK6uW6XF6sEfcl6kGLYiTM1uONUqirQZkWe8s/avqo+WCWP40BNCbGYmRZ48g5URgJdMTlqQLo7ZeErrS55Q/ZYaRuDGOlW52KP2mGuME2SVvH0yw0aDwam2GGu25scd0Do6ti19IvCppUK8p6j2UkY9a4ECQXWLwal0binHkqvrcOPXWko33xOVPknK5ZejZ4q0TRl+DQK6m+A7ajCxL0eNHoc3nVXmjdvqXVbLmKr3iODSMvin/psWBtBX5Qi0dT+nY9styQXQqhgCS2l+5kZj+TRhKX6UvmmDAmHqljulcktDm1rBK6vO17BK9/Ck7Ukq7x6Atqjv2bEBHjcByJ6S46tTpvApydkjF52S2XGtcXJ4QiOuK5nEzW5JyFknvEmdcdoqf/pXwKsAsKckDB/XwCy1ToeOm+IG4jjXOyZKw9qnwRJ6pmQ5pozaHV8VjgB38InluYn4JxXUFLZhZ+5y26L6DSRvlT5IAmySzxRtB7CqvXC6ITsUQIBcICd/YAdQoJkOIc0tKcsUrHSkriIIK066S6QmSkY9A8+lmcVOeI1vAMnZUQUos9eNG84qIvXBMp2TahmrYsyL2kigmwzCXZtVcmQrWOqH3g7gzW2G4Kn1pA+qS5J0JJpUBvMyWs/eoIX7JDXvOIAjtmdMdaHfmnGPgCjb2FGa2JP1iKj7NBrBlGy9zzh9C0WfwqmudcBxgtRdWyqucngoWrzpsiOWC6FQMASSlES2hEJekfFX6knFyXCHuqlNn1UwLmqVZk6eUw4rm12DSsuyQI6LGUZwJM7uUgSSyVO+ElDBc3djhR+wlm/4BzD4YQX1+y1Uawcxs0ccuqrQ5pRXIaYuapVnvTDWW+LKNFzhQ1zi/rIMjV1sOY4mT+ebssaEZiUrkmdezpV9PGH76d4mVXSo+84KDGa6wWfoRMFKWM4SiPhsgmLQ22Y6uC4vPrPInRRcWvbBhuCqdpVj+tH+CrDSi+Cxp4pRG80Q9FZrSJ9B2lCcEPzdHTaN0Ogtvqg3fSOQ1/QoViGMEMcdIFPX/KM2vUmeMnKkAfdQl4Fnjoj4YhjM1jKyaQ75I7tv8vRRfqzsWZGEFkWcVXy5Xabgp7XrKWYLlqvKZNYRCcULJtB33LW36DR38odKSNP0C3AyPg3bgc3eXOIbTzseTCjN6oqz9EGwAvXRckLUXTHhLtIoBjj6KI2X3S5Ck2aWlES1XoxNJCQxoc2Zza0159RhLjc3mziNDfGcKKCIF8ppnugKRZEnq2p05xafR5o7pdBuJobiydSbhVX2TJo6Bmv4VN1IK9h1I1OlyHGNH2KjN68FxyeUwXFcEltfPweEXF+1g0p7MVjPGcV1ytVgndLna7yf5Z152SZotqKcklhfsqStoQcNV8XmBonpsAK4upAaafLpQVsZM4NWBDI6Ziv0U3AuDhpviSyKJ9dVyUhe1XnoVTluWdnUZS/Tnps23DsYtPvc5wszRG8AxjvsC5cXa8bZVmJM8hyj9O0xeTfE5JQIZLseZUmgTo/0pnZqMY9YOyenfuna1bhHouzJb4ugvw2ioa8dbnoEqGUHMGb3skKsMXtX3DQjDdfcXBpM2MlvZ9VDwddrmNYXQBmS9BZz9FlxlqTTjWsc1zxmCCxSyrbnSK5kNoG/eKyjtrGvYC4NX1YzgckF0KoYAde+2yzHM1YXRXE+FKsT5EfsljhB3pnzpAoU3ZaQupc+57+JzXTve8iJqfAdab+xn0K5pg6imlL54SomzRIBh7AijeRn18Akn9QRMOBtjAW5e5UVgBfJFyC+8oEX6V1ImqOKL12jDjbfiRm1WCVLxWVYG1HxPhSRL4iq94mS2WHJVXP5U6CP6nio2bQp9Z2aL0bvURPlTdCqGAKKolKOZkdPgpRmJnIZlQV1gGkmk4eq0OWn64vOSQJhJ662LHZIptCX8YtOmve/0L79huaXRNq+pnLbLwKULUtb0J6kCEvGqg1/EkWe68lrilJQIHBo1s8VppFTLWSQjiDmbmWkN7pLAAWujRhmvugNFjPtmlVdiQFvW/1MMFSDQFuojV4N7cJ/dMmQLePtUNFyG7CqXY/TgSHZQB3i8mpER76jN4ReXLmQ8t1j+tJ+Cs+lX4rEylD6n2Ug9VhKB5dN2RBIDcbXIc01RKV40j2Oo6bgU2qrAZjUzonhnsuZXNZoXiKtG8xiOoMhYUhWQIGJfV0mJuPFWsPOr3JELRreMBo6Rl4A5srqmbAGr+dVlJHICJiJeZZQgLYNc5QRMJHsesPWRJHAg1QkC2ea2IYJJK4NDZOuE5QjWJFd5lRKtHJcaYNPkqqAUOMUf8IswMLlcEJ2KIUBdkWfRnGd28ytfCaiePqc8ITtUPlGH/tyK8gSGMHPUiov7OVgZmmZ3vE1p6Q50i4DvGkpAm3ih46b4gbgOfqFlaFy06RE1Sa24eIqRILPFMXbUY1l9T9L+IUG2YKiNt2IDVccFuCVr9chV1jrJM8D0+9Zr5BnPjXHt7uZ6wjqpq/yJIducQQuiDQDw1ugwbQD3RrBhuK1WS7l2YVZOMOlMDfYsF0SnYgiQCRRxvbWo8Va6QZRw8zvOrOW6S0oYNYnyiTr8yBBv4oWQXxTFW9AORrccaI6Rl+LzHejaaljFtGm4Kj6vLEPoTAl6cDjlbumxA9qCEkWgvog9daPGFL9hXnVF7FmOnPLOgnGLz5JyXE7zqjujF0w6l6sJCn3E2rtIun9QXbwq4hcC7bqCFpKAyRBtAHaPnyGXOc8cYDqCjmDPckEcKTsEkCgQt6dPp505FAA3Zey+plJcNZJY2w6mobjF56ZLSsR16g5+CTYS2zZtTvSX40QCSnZKwKuArK+hnzAMlroiiTXtLcIqpRGW6onqrRk7HKv4HANVH8XLj4JyHOih8qom2+op++IZiXXJtmZ5FZA5gqx+MSm/ZGucNY1Q5oSKbICaaHPki9MGIEgnZ5aE4sS2WgAS1iAHN7+E03aVpS4XxEzFEEAyEUcb08kqpUn/6tOfgtGdaXHJnGhSZMm5qEOdMVmExFmfz5n0IWgQU2MMnPIE1oaDgog7YBssnF4SHZ9A23Fwc5mK9C+r6ddFmxNBFUYSOZOEcl5VmJUTDWT1REiNRElPhbPEkUDbQUeSvRb3wXCM44w2Y5dinkNTfJY0OwNgNvY7HMFQXGFmyzWNkNNcLzFQtXMygqK12QACuSofmELXZ7xsYvE5o87JqqlyebkgOhVDAJenz4se80tpEnBr5I3zMQxzQNicNoSSEtfUK84UI8lkGP23MFwXGc4c+cTxWwiYgphraElKt6p+q6RdUyNlOO3isySqJa15lpRX+s5Jxec4JICw/0eaqRAaDSLags0SJX1yKr60j6WpUd2SAJkLv9XiBS1qc2gY/MIb1W3/JuPVhmwAYSZTYgMAdpZFGnSQOoLLBdGpGAJIFmV6rCHMGOVLXNqW0mcaHJxmo3wsWp9j2BefRTXyNc3m5kQZfOesom0eOkwjkVPrrZ1PQJtC353Zohsc8vKnAa8GU3ZH8yQjZblpeirtFF+A65CrnGwkh74bN5y2jFeLzyxedTrAAl4lPXMdF6CUszjkqphXg9Et3uLUuNdFO8Wnr/Gy89HwA3lVaAO0XDZA8H0XnyVBKo4NoNLiDcBw8CrJ7gs+VAzRqRgCiBWv8dakwogbDUxp86JxkrSrVvMcXIJkR7U4vQHy3ZnrSTdLlCe3RIBHW/8uNbQ4xhIHv65yFunGe8XYRU5ETBjNYxmJ9b4zeTSvGUNPvk4kvCp7Z6JyOaFclZSUuJypYcpVafZZGuwRZa+bkqsOG4CzxvssfnHxajhtifOt0qqtPJJRcdAERKdiCFB3KovEXMKUr8xALQ4WjZMbRvmTILojNY7FUS1BtsAdIQkH20iURVfk0bxQXCm/DHCFTihrnbj4LbhG3vGbOKsWjF4/rzakuCWZBj9+IG5dvDqM8icnr4bStrOwnElj2m8CB1remxiO77QhRLwqpM3Qhbyxz+lf1tASaWar7tLOIdoAywnRqRgC1G3YyyMkweiOLAmPNqdJPO9F0a6Hbiwljt8q8QWOQd0RMSl+o+UsjrrjpmhL1lnLwatNRezVZ5bxalPPTVzG43JKBI6kmFcZu87q+GGwHM+N1Vwv4FVNrjJkG0uuSuVL3bpQ4JSQcKUyvWZ9RJOrjt+akqttm1fDnanic11ydZiZLWmAbrkgOhVDAEkDKeDyeCm0614Y4bQlwijFd117GK7TYCApgbDrcYHrFpuKDAEuRzAct+5rlzsFfNoUfHdkqJmo1nIokKYMDmnE3uoXE/KqRDa2HNfjxZVmIwWZUPd9N8Sr4vftOKeAX5oKFLmOlZaVDiNb0DhtgfPsox2+p8rw5GpKv/x7Ka7wnVFsHSlEp2II8EhrZqSwmz3xQhgZaiiq5RQopBnVfGEmNRIl5SyAHa1tNELyCHKAKfhD5dVlUCASZ0r8zCljGyUlAsOUq0J+kY3qlvJq2DlDacvXOAHf4C05v1Bom06oTJ9w9kzg4IsN+6Hyat20he9MwC9yuSrDXy6ITsUQQMqckmhe3enmZlPdYecMpi0wdgBZFFOq9CVKQGLkpbTD8e3ojNAB3keyBc4IbFN9DYJrH+bErZSWIdvE/WLB6DK5KuVVUfS33mcOCLOw4h4cAb8I3rfrfBTajfYe1cwvTTmC8uEbYecMxw0mPVReddoAwqmfywXRqRgCiMeDCSIkdRu4TY4IlRgNLgdCnPoMNhKFUQZxml7/LjU4KKktmSAdnjPmVEDDNBIbGhstj+aFndNLv+bMlqz/p5ln7qJNoS995hK5XLdsotB20ZI2v8rkajCqfJ1JeiqkxnFNPRX5+RoKFInHq9cc7BHbAAL85fQxolMxBJALUj5u3Ytakqom06499RlMWoTvtMsbNFhMBUQrvQq7Hh+IeipqNhKbUl4+/MZKSgTvzG2gEmiLo6DV5/PiCqf51C1XG8vCinnV/k0kV8NJ196TMUxHcJi8CtCMa/t8sucW7IQKrttHu7HMljMYTMA3ebXJ/cUEcpUK0akYAki9TjtNL1NepDIgEe16FW9T9fVA/ZGhYfYWNErbqnmm0A77zY/PVyDLE7Hn45LKgFzXHlwi4Ijm7SPlLJIyHtexcqcgGP0RV/4k4VXp/HxJBLbJcpa6y5Cb2hB1mIb9I6+xX7hOhsirsmBwdCr2K6g7TU9iTmdkiU+b5OlLI+6SKINTkAqdsYaUvvvag9FrdwSb2iyxfqUvNMyHqHibzRbwFZA00yHJqtXufDdZby0wGiRT8QBZlmVZ+jkakm1Sh8jWw8Pj1ZR+GK474s53vgFClsRBRy5XCfiCkfjD1MNSuSoJ1lAhOhVDAHF9nETp10x7mI23TTXtAkIjUSwIpVEKE7c52paRKFW8JKVvXItA+aT4zfCbPOhg/yZyxoIx6zcymzLMXcc2VRLipRXKL47fGmsSr7lHL8WX6AQKbZdxzceXG+bNOCXyQJH9W/DkqWWQq8PM2jcV5Kqb9nJuhtddtjMvAzz88MO45ppr8JWvfAXtdhvnnnsu3vSmN2Fqasp5/D333IOnPOUpzv9717vehac//ekAgM2bN1v//yd/8ic4//zz67t4BaQpPEuQiiMkwejWtTfVvOrCp0QSpXWkkvIn8ft2PTeJIyg27IPRZYZazRF7eSSRQjvsnE7cmhWn73r89AH0yq+HRFtgsEizsJJsg7hxllR6Zf/WCcQXT2gT9OAMs6wUqF8f0Uq3TNxgVLd8kARMIAtyiUtxQnl1GeQqideHGrQo/16OW69cXc5MxT7lVFx++eXYvn07brrpJiwuLuKNb3wjrrrqKlx//fXO4w866CB89atf1X7727/9W3z4wx/GWWedpf1+7bXX4swzz8y/T09P138DA5AbatXn8+JKG29rLr2SKJCmypdS/LqjeQ0a17U3FEqMxGaicS5ajfbgCCJL0jS7vGm4XsVLM3Alhr3jehrjVSltSdCifie0KV4dZvlT3dnrRmW6JGCyLHvRNBMwkfN6+fdyXNk7kw1McfBqOGmRXKXCPuNU/OhHP8Itt9yCT37ykzjuuOMAAFdeeSVe9rKX4fWvfz0OOOAAC6fT6WDDhg3ab1/84hfx9Kc/3cpuTE9PW8cuF9Re+9uoxytYGNLoTN1Rb0FUioJfd0TMd85Q+mLjWFJ3TDKOq89XSluwTpzGUkMZHrl8CDtnKH254m1ojUtlm4BX65argCxo0VR2qdVKC18SNu2w6/HjD5FXJUaiVCdISoGXgVdD0d1OqNARFKxx2gAMx29NlY4P0Xaiwj7jVNx2222Ynp7OHQoAOP3009Fut3H77bfjqU99auU57rjjDtx555246qqrrP+7+uqr8aY3vQmHHXYYfvM3fxMXXXQRy5vrdKoth27XPmZkpOP83QUmM3U67WDcESftcPxOx46QBNMe6Vi/dQnXbtFuuZ+lk7bjOArtruO9hj63JEms3zqU5+a69m74tbsaCkX80hDtURe/EGg/kng1O2eZMM9kR9dBu9MJv3a3fAm/diuiRpEvIzJeNUt+pLza1DqR8qp5XKvl5sGMR1Q947pvik7odB28SnxuvX4h4yiyTcqr9jtrkFcF8mVUqI/sdVI8SxePaOAQQRR+cR03Gmi/dBKbeJci21x6mMKrhvyV6uERif3SDrdfnPKFZL/wnW8q7DNOxQMPPIC1a9dqv3W7XaxatQrbt28POscnP/lJbNq0CSeeeKL2+2te8xqceuqpmJiYwFe/+lVcffXV2LNnDy655BLydU5PT1Qes3LluPXb6lUTWLPG3Rtigqlsxka7wbirdsxbv02vDKc9Pj5iXUsw7ZkF67eVK8aC8cfGdHZtt9vBuIsOYTY5ORqMPzkxav22ds0Kp6BxQasFqL7FxMRIMO2VK2x+WbNmCmvWTAbhj3QNfhkL55fp6T3Wb6umw/llbFR/Z6MEfpnd27d+W7linP3Oup1wfplbsh3BFVPh/GKuEwBYu2YqKFCxyiFDJibCaU9Njlm/rV49iTWrqmUTYCugcQq/rNxt0141yeeX0XB+eXhuyXE94fxivrNuN5x2q2ur0hVT4bJtalLn1U67VYqr6pnumM1rkwT54pJta9ZMYXrK/t0FKU8X62VsLJz2CodsW0XgF9OoGiPwy6rZvdZv0wTZNm4895FuuHzpOWr1VghkW8ehC322iOoAZjBF0IUrVtjyZe3aKUw6ZJ4LTF04Ph7OL1MOnly9OpxfTEdrlGA7rVxpP08Kv5h6mKILF2xViBUE2TZh8ktA8JsLQ3cqrrvuOtx4442lx3z2s58V05mfn8fNN9+MV77yldb/vepVr8o/H3PMMZibm8OHP/xhllMxMzOHXs/BAQrM7bGN69nZeezYYXujLugbQqHX62HHDluZu2B21nYq9uxeCMZfWuxp35N+Eoy720F7bm5vOO0l/bm2WgjG3bXLpr0wvxiMv3evbbDM7NxDKoHqKZJ0796lYNpzc7bym5mZw2jLVg4u6Cf6c1taCueXPbttXt1N4BdzLfQJ/LJr15z1G4VfXO9MQnuewC+LxjpptYCHH7YdNBU6nTampyec64TCL/Pzi9Zvu2bm0O6XyyUfLC2G88vu3fa175qdw44dYQaHyS+9pX64bHOs8T17CPLFeGdICLy6x16jFH5ZWNDfWavVcuJmPKLqmT3zNp9T+GVhwSHbZvagt9fmIxeYIpDCL3OO5za7aw47xsN0oZkF7vUI/OJYZ7tn59n8QpNttlydF8g2VRe6eEQFV+Z8YSGcV+dd+mjnHBYcv7vA1IUUfvHJth2ObJsbDH4hyBeX3bZ7dzi/9PsSXeiwnfaE6+FFhy5cLhi6U3HppZfiwgsvLD3msMMOw/r16/HQQw9pvy8tLWHnzp1BvRCf+9znMD8/j2c961mVx27btg3ve9/7sHfvXoyOhkVrMuj1+pbxa4JjTaPfTyrxMrAaltEKxk0cUYokCaftupZQXNMZSomH45tiowUZ7YRA2yWIe70++n2CU6EKNBJt+7d+AJ9lYI37I9B2PjcKr5rfhfxCoW1Cm0K7J+RVA73dIqxRxwsnrVEXrxKem1kiQFsn9m/9Hl+2AcPjlxbhnbnlC+Wd6V+r+EXVM84gFuGduV4a6Z1ZgZVwXBevk3Sho5YnXBe6fhPwC4G2mF8McPFLmS1i9sGI9VG/j6Wl0D4c+zfuOklp82UbhbbrndF41QaJ3UahbV3L/lz+tHbtWqusyQUnnHACZmZmcMcdd2DLli0AgFtvvRX9fh9bt26txP/7v/97PPnJTw6ideedd2LVqlVkhyIU6m5mJE2skE4iqrmRkrabt4FLarzlN5elxxrP3HNOL31zTGeTTVrmPhWCxjYy/jAbb+ueziIYEUrjVcf1CCeFiMZ0NjkqUzTVpm5eDUatfVpYUyM+fcfSpiCZ34XvjIQvwK1Zrkp3nm+KVzNaahmUfKgAFT8xvofi2r9JZKtkimKKz3/nwx2+sXxexT6z+d2mTZtw5pln4s1vfjNuv/12fOtb38I111yD888/P5/8dN999+G8887D7bffruHefffd+OY3v4lnP/vZ1nm//OUv4+/+7u/wX//1X7j77rvx8Y9/HB/4wAfwghe8YNnu5RE3plMyIUVIu0PQnpINXNzCiH/f1CZ+kSNYixCvj7bEwG1yrKvEmZJOZ6nd+RY/t2D02p0xyc6xEuM2/W14sm2444+D0ZchyCXl9WB0x74D4bj1B9gItMW8qn+nODSAQ5cKaKe/CXSCVC4PlVf5107ic6lcFTjfVBh6poIC1113Ha655hq86EUvQrb53ZVXXpn//+LiIu666y7Mzen10H//93+PAw88EGeccYZ1zm63i4997GN45zvfCQA4/PDD8fu///u4+OKLl+0+6h99yFfaVHxJVMpNOxjdkS0YXjSOuiYlEVh35FlAW6hARFFMcTSPQrvuyBCfNlX56LE8ucEyzGykJBrYrHFdfT4vrtPQ4tOW7qAuHVndmLH0iOPVpvTw8IIWKS0YmXMCrtiwd1xLKK7UEbSCgwTaTl6l4NfMqwJduIw+xb7lVKxevdq70R0AHHroofjBD35g/X7ZZZfhsssuc+KcddZZ1kZ4yw21G4lDNdQIuDWnuknKy+GASCIk1G3u7bni4bj1Z1kotOt2gCm0w67Hj1+3I8ePDJGdULM8QZAdkuJT3lndkURxKU1Dhpr4vuuO3jZZ/vQIykbKHZpw/NrLKxsyUF3Hy/YektFuMjAp0eN1b7zXqA0gtF8osM+UP+1P4O4taMpQG57yE9+3yJmyf2vKMAccAoWSZak7MtSk0rfeGaHczWXsSNLs4shQMwYqIC0DEhqJFm3hOhNEzWlGouu+JbItnPa+3M8h5XX7nTXo0EgM+5rvu8l3ZpcQhdN20WoqWANIy5ilNoSB22S1g6CEWurQSNYoFaJTMQSQRmDNI8XRvH0l+luzAmkqdenEFz43krElEmb2b/uK4hWl2cVCXOqEDs9Yqj1NH4wtjXqHXY8PbF5t0PkWBGtctKRZFgp1SWmF3LAXGKhDdGjcWRKBbKPqoxozY2SHRqCPag9y7cO8KqkSWUafIjoVwwDxJCKTQaT1syQD17gWyoJ2/bavlF4JPf2hliANU5iJolJhv3nxRTXPjt8ENfLScjl5Vo5Ae4hGoqQsw53ZCkYX0QZk0UCJQ+PEl0RvW82VVogzyI5rD4VhlqzVXoYs5FWaXC2/luWk7VrPNHyJfHH81hCv1l7lETMV+xc80sa6NmYk1lynLjYSBQqIWpIoi4KG/ebHr9lIlCheacp3qM4UH58+LUz/LjWWJCVM8qzaECOJDfGq6/imhgqktOoLuDRZqufm1XB8UWarZl5tUq5Kpje5jm+q78mJLy1/EmV4glHltpOIVx2/hZOOmYr9HcRptJr7GvaZZsZHkHHc6EhZofKTODTOkrWGIs+1l+o1mGavu/xpmH0wtHVm/0bj9fJrKaddt6EWjJoeX6OBS82SiNaZlFdFJWv7Lq9Kx3TWKRulmfOmxsoD9cs2iR0wTF6V37eANlW4ESA6FUOA2vepEBqokoi/1DhuKvKcjeksO1857fLv1fg1O4IihygY1aN4JYKUQlvIL6Lorf1bR1BSQsEFhP1DwqiUbIb9EI1E4WhVacmaTD6VX0sl7RqzuNL7lkSOfb/54JHFq1TDXkK7/Fxk/IZkOmBfK0U2up4xCV/gjLkOpWXlJLgO+0Ui25YxVRGdiiGA21gi4IsiQ2HXE0xboDjJ+AJhlNIXXLswMmThN7rHRs3RGcE7k9ZbyxSvTHk1OnbRwJc4NHTa+vdGNzOrPeodTlv+zqqvx4vb4r9vwJYnTdIW8aq4BEmCW7dcDceV4stL1gx9JNlTpdGAies3Ar4Ed4hl6y76Erkapz/tZ1B7Gk1Y8zzUyTCNLkrzezPPPMUv/06h3YIsci2P5gWjDzXVLRGkw1yjgLCZUcyrfOVVd3mlePZ/o2tcYCTWbHA0FaQC6uVV1/WUgSgbWTNtaaCpUV6tUScMu6eiqWuvP0sSjOqk32R2iQLRqRgC2FHrfahRu0ZBmOKH067bWJKUCEijeZIMj7jpVzpataGIvTzlWzO/CHiVzC81Kl7pfYsjz4I9WZocA1x39FdkoIqDFnz50mTZl+s6aVk5yTO3fxM1/Taoj2o37AXGtdgBFjihrRa1hEkg2xyHNusI6t+bCixSIToVQwCxMDKZS6h4ZaPJwmm7+FhSzkIuERCVlDxyDLVhKi8yvsBIdNFvMrNlR2CHaHAIjKWO9L6FipfG6+a18I1jYLgNy02WRgw16m3JNsoGl47zCQIu0hJHylqR9i7JyjPLz1VJW8IvgqwYIJQvwhLoOu+bjC+0X0Q2hHHoMvoU0akYBtQ9SYhmJFafr5y2AFdqoIqfW/X1hNKm93MIaAuj3rIyoOrrKcUXzzSvz7gWK14Br0oN+0YdYAGvD7O8stVqiYwtuSPIx7dLM0mkaw0cDFO2tRy/leJLAkU186p4ApMoWCPk1QYd4DorLcSBogazahLH30W/ycABBaJTMQSQ7kgpST+Kt3sXpOmlWZL6S0okuM1FSOouT+gKo3mkMiDw+QWQRvOGJ8TtRsgm+aXuddKg4q372hss66i35nmI60RoHA8zA0y6b8dvEl6lyFUXPuWxSx0a0dCSmvXRUGW64Jn7fgvFb9J5t+Xq8pn+0akYAkiiBK7jm+xrkJXxuM5HoW2eT6j8BKUV0ncmiajRDa3y85XjOhxBQSRRXNYhUALSMsMmS/XM4xstvRKsExcpkrEkGKaQ0hLIxtojieG4kqlXgNShMb5LHWACutRAlTihzsxWo+UsfNqSqXopbT6v1t8bQKGtf5fKVRq/OK5H5EDTzG9ZVq78XHVCdCqGAPL6WfN8BNrS8ieB8pNOTzC960brKYWCtNYoprD8SewIChRvo6lyqaFmjuls0kCtsayDft/l5yvFdRh5kt4C+hovP1857fLvy0t7eA6NNGhhOp3NOnLm9+aCPeJyljrLn8jZpfLzlePW6wBLbIAmKwZcx0qcErJ8qTGYTF3jFIhOxRCg/ogYn7no+NXnK6MtifhLoreAnZ6mpAAfSdmCJstZxLugW7wejDqgVX6+5cIFgE6Hf+1d0wEm8qrF60LDngK1OjQN8qoUX5otkNWKl3+vAotXSXJVZqjZ60Qg26SZzCEa9kOd8CY1UEW8KpRtFF4V8LmLNskGkNpOdQeaBHo4OhX7GYgFgjBbYB4tEaSUyVOAzFiqe1FKpmbtS5FnkfIyn1mDystFXxbNI5GW0RbyqiRNX7dhL5oO12BWzUmfgC65b8AlXwTrrEHa0mDNI8kJbdSwr9uBpvCqkLZoWpgwUCSyAYTyxeb1cFxrjTmupxRfzKvl10OhHcuf9jMQKxBT+QmVAK3mWRop0FmOcu1mlIIegeWXT5mXSY2oyaJSBm3yffPx5dM2ala8DUaezcyWKKtGVn786LHFq1LDnuRMGbTJ68Q8n1S2NcfrdTo0jUZ/hbxqZuWa5FV5oIlPX8qrde4e32xWbYi8KrYBBPpELJtk+NL+IS4uFaJTMQSQpg/rZM5WS6h4G1zUpoFCdaYkRqI4MjTM2t0aDfsmjTwX/r4SeZZkGly0m63PL7+WZaUtzlSUn6+cNh8XqLlJXGyoheOKn/kQebXuYA8pwDbMyLO1V5WMNiVrL5kACdjBPVJgseagZpOTyswakWb32Cg/V50QnYohgHiEn7isg0/bbhJvTvnVHaVodvZ/+bVQaIvvW+DE0nm1/DsVnzZ5yjyXTAFJeFVe+9ukUyGLiKlHN1mOAtQd/SWRFvGbvKyDny2Q9ESktGvk1QYzwIAuT8hDBcRZEn7AZailnZZMF9oABCtUngEWGOZ1B1SFvC5ZZzFTsZ9B7XXqAkEqj3qT0IfaUyETKOXnqsbnG/Z1vm8Ovp6pIKHWnuEZav3tvsKrwsizmF/aLefnIFzBOnHhN1naKds/yLiWBo1EefR3eLxaZ8Bl6P0cBHRp9rrePVVIpGXjsoX8IqNtnEsYYBvmbuAxU7GfgSTtCdS7Z0KTtZjAkKeUCBaWNLskU7zm92aFWUvAL/Vn5fYN5ScZs+k6XlT722CWJKVfHN94jbxAtg6z/2eYTmjdo7pFYzYbvG9A5xd6Vsw8l0yPkxr7ze8NZnjEvCrIjEl6Ml20GpUPNcu2mKmIkEPdO5jKBCkJtfYUHk2gGAtD+Nwo+NLSKxufP8pumM2MZCEudaAFqXIxrwqMpU5HZqhJDHtxiYCwHEYrlxuiA5yej6J4ze/8+3adr5z28II1w3Vo6pWrEkNPmhVrcvd3uR4u/16OOzz7RcwvNcpVOm1TJxA3vxNl7Y3v0anYv8AyVjoyYUQun1JTvtLyArISMOvU9xXlJ82SGBEWiXEsNLQkyk/Kq3Llx4/OSI1r2U7iJNLCCSnDc2gAg1+kToHESBQaedRx2RLZKKmvB2SZMckAC0A6earm7LMka99gZsp1vGSaT5NlqbXr4SZtAIET2mq1RPxiO/4kdE2etEB7bnH6034O0rrhOo1EevrQPBcJXdSkZSm/Bvs5usKImInf7Dhb47vA0Gs+S6ILUgq/iocK1JhVoysgvrFlrxOZA9xoz5Y4CytwaGp0plzfy3GN71TZZgVrwnHldep8J9aSq+QMjcyBVslJHWBp5Fm2v4cw6t1gRk80rEVoA0iDXCq/0nGFu4ErhzctV0m0lu3MEUpBFP21lABRoLQFtIWCdLhRCsGEFHE0T5ChGWJEzMRvvJGyziyJOKtGwK3ZQG2y9MpygAVOLD1gon8X8WrDsk2yzoZZ4ijuS5DQlgZranRCJWV+PNr6dwq/SvlF4kBLs4miSWXmdTfshKrvaF/KAEsD2SRay3bmCKWgrit6hEP/LpmPbQrlKpBG89TjWy3ZjOp9yVCT9GQMe0ynZiQSedXMFkgMvSYjga7jZX0NROdb1MwodIBrrFNvvKREwKuSjdBM2oDtnJXTljk0EuN6mD04w1yjwJADJqIAm/5dyqumfiunXe87a9IJlY+kLZ5T07RbArlqZe1jpmL/A1mERBilqNNQIxqJnTaftiTab9Km4stLSh45hpoos9VwhER3voXrpMGM4FB7KsRKv76GQuk7M3drptCWrxNpwCX82qUlrSIHWJCRc9Gi1nprJSXSbGKjmQqhkWisE8k+FU1O7JLaAJI1XndzfKOZCmmwpsZMhVmKVSdEp2JIoCog8cIQRH+bns6iORVUh0QapRBkC+SZCmntb32G2lDTrsR3LttTRf8uNtQI1y42dgTvzFQY5GEKjyAHWBLNG2apHiDbI6NRB3jYhppyrU1nKkRytUbDvnG5Cv46k2ZJpFl7rdqhYcO+K5BtpvMkyS41LVdJtJbtzBFKoc5oHr0khW/Y19nPQS292pfrjqWN3nWO6RxmNE8U9W6YV0XR35ojz5ISgSaVPmCWIDW3RlPaNcpVYjTPpE2LPOvfybxqBi1IDnC9wRpJFrdp2rXK1QYnT0myYik9/bus/0coVwVyndxTIciqpfiC8qdhlpUKnW8SrWU7c4RSkChe8+hGlb44fSiISg2xnlIyBz6lPbySEmkfjMQJFTfeKoc37YSqvNpu0YzEYfJqeq36dxptc4MpEvpQs0uScjkpr2qThIQOMJlfzPIGQcCk6WyB+qzIE3VMuSow7MX7HjWqh/Xv8nKYcHxpj590s0WREypdZwJeHWpZqekAR6di/wMt7UqNiEmjeVraVTjhRNJTQbxveZShOL5FxJemLoc6pUQ4Rk9Xfs02S0t41XKmJE3iUiNRrID4+GRelWYqJBE1afmTRK7WOGVNuk6oDrRoc82aeZWexR1eoEnCq9IpSHXyatPVDqLSrRozyE1H7EWlesLApMarDTvAJFrLduYIpVBr422TxlKNZR1NloSkxw8vdSnd+EaS8q11rKu4pESieJuN5kma8kyjsMnJMABkza81OsDkkbLmc5NEnhs2OIbZeyRZZ1Zmq2FeHWbkeaj8ItCFde6p0gL9uUnksiUbRcNemuWXjkCuSvfZqlO+UNcoidaynTlCKag8QR/rqn8nT0gRGKh2icAwIxz7jvKSRp7VwyV1wxz8epsZG4xK1Ui76d6AOqeNNV2eIAuY+M9FxW86WCPjF/NczfX/mPSksrFZuTy8DcVMXSihLS5/ElQ7cEphRCPxa3TGxPxCLrcbnlyVOP7S0k4KRKdiSFDrwqAaLGoEtsGIGCAtf6pvpCzHsJYYDdJGbclUG/EO7JJmRqlxLSiN2Jd5VexAd4aXlZMZS/UZHOQeHOuZ8/cWkWTkUtoC2Ubs/3Hhc3GBZtd4naV64ujvMI3jBm0AQBY1t51QvmyV8uo+JVeHyKskWst25gil0B1izbNOe3gbijXeEChQnDY+EVc4UlbSUzFMpT9S6w6mw+znEPKqwKEBhA60WPE2uFfEPmygPnIcYJlsa75/SCBXhbQlQwXqzA4Nl1fpZqCkhLpO2SiVy5Jx22K52uC0sNhT8UsA3a6yqIlRUMtQo9Y0dmtUfg0KUpP2SJdo7Cj4IxzFq0V3ZOUJokiiQIG4roWCT73vblemQEY02s1GniWOv/l6qZsNmcqryUiknWUhoct6UWrkVeozkzrAEkNtmFP1AFM2ymQbmdcFgQPpfjCiGnkh7ZEu/75rlelCfpHwKgdfy0YKbACAbgfINr+rj1fJ77sro02B6FQMCTRjidyEKRujJzLUjMMltZzSCIfEUKM6JCl+gSNVvOSIv8ARNO+Vbmw9MoxE+khZ/btoHjrxfZtOo8QB5kWeBbxq0KMq7hGJYS/k1a7A8TfvU5KV47wznXZz4yYB/XqpvGrSI+Mrz01MWxCgI+tRk1/IerhT4ArXiSTTwSt/Umk37UDX5wCPdDueI92gBpqovGrqL6r9IpKrQj1MgehUDAnUCK4k05DiU6McfAVU7zb3sugM2dhRjudsU58kCZu2+Y6omQr12snCzHxuZH6ps/yJz6vSkY/kMZ1qREwohMnGjvKOOZTVdUblVbO0gnrtXY1XaUrbpCVRvE07wJpsE05XIQdcBDId0I0l8jPvmu+M+NzVdSZ0gKmycahyVWAD2CVEza0TQDb9yTyeqgslhr2UVzW5KnZoBLwqXqPLZ/pHp2JIMCKIzgyz/EmaupQpfWFUSjFwqIYWACg+Bd3QEkYuNX4RCpThKt7mSkqkdceS7JB9Lfxn3k9KDvSAlpUTNplLMhUShwQARhvkVVuuCgw1caaCz6ssfhEYS+ZzlpR20qO/NfKq0ECVyEbqOpEGTNTnJI1ZU2lT79XCFwQHzSBHk9UOpjwR8QsxWCN1aCgQnYohQVcgzExjaYyawhMwp9TjHR3hK15LkFLr84WCNIGaqZBFlqigG0uy6K8s8iw1Eom8quBTDUwr8kzl1S6fV6uupZq2+pzoVqK6VqQlJdSGxDoNe3qWRcAvxpoeG5HwKg3XOpeAV/sMr0LCL1R5ZIKo/EkcaKqPVyX4IyM0XBNGqbyq0KY6gSlO8ZksV4X3qjsVsrKxJh3BYfKqXY4rW7NlEJ2KIcGIQAGZipYqkDTFS8Q1FTVV8arMTHWGTKAaHOq1M4J5WgRQrYcNAWm6sS2J5onr1Pm8ajbCNcmrpiAl86pyPGdamIoxQnRC1XeWcJhV5VWhoUaFOp3QJkuvzAyNyOAQGk5UXlXXJafySkWRGmpU0MoMhWVATUZ/TSdUklWTOqGSwCRHtqkiSWIDcEB9zlT5YL4jyfQoaU9FkxUDZeeqG6JTMSRoSyJD5hQBwW67dIFgRJ4FTok4YiFJ0zMMNbWngmok1rmI6fxSY+mVMFtAzzYU106NxpkgcqA5hlpLNZZkyo8KWv8P8f2LDRxRaadhqAmcUOmao9Our6eCSlt6r+rlNs2rssy5frykbIye0auznKVpXlUyFcIsujQwSQU1MyLpqwQY/RwabSqvGaVXDZaVmiC1vcogOhVDAtWmpafp6zPGpWk0qqGnlZQw5mOrIPH0+4zwr2SizviozFCT9HNII0OykhLTqeCXbkkVr8SBlpYISOrUOZkKfZoP7b7HhLwqKRGwp9rwnRKp8ULOIAums0hpjwp5VQtyCd8ZFSTGtSlXJUaivNafX3HAyRZIaGuThHi1wDlQbQCxA6x8lvb/UEHlN2lfpSQLW6cNWDfsU07F+9//fvzmb/4mtm3bhpNPPjkIJ0kSvPvd78YZZ5yBrVu34sUvfjF+8pOfaMc8/PDDeN3rXocTTzwRJ598Mt74xjdi9+7dy3AH+nVlQE2V19no1HTaVRNAwg6xpgWKKhSoi3p8tCuirYK0B4cKknGT0p08VX4xmzKpQHaAleOlzYwSBzhhpNW0aB7x/UsdYPVhUWUbtT7bBEnplQl02VafOiVnKkZk5U/qO5NEUDmgyVUir1IDBSYMs6REKpdVGKO+sxp5lVrGLH1nmnwZolNBXSdWT6hAJwh9UHHWvwz2KadicXER5513Hp773OcG49x444346Ec/ire+9a34xCc+gYmJCbz0pS/FwsJCfszll1+OH/7wh7jppptwww034N///d9x1VVXLcct5KA1pxHr86VKXzVwpYJN0sQpHZVMVvqK8GNFfwWjD8WGmgKS++ZAnWl6KkyNF7y6uNQXnYsauZZGf1UQZZcYvNoVTH8ar1HhUGlLI7YTYwW/cKYgqUA17FeMj+Sf9wp5ld5TofAqh6AkEyrkl44gWyDNCEnHjKtA1aWTCq8u9mT8Qn0HKyYUXl0UytWGS/Uk56oz2y2ttCDbTgp/svrs1HPFnooUXvOa1+DFL34xjjrqqKDjkyTBRz7yEfzv//2/cc455+Doo4/GH/3RH+H+++/HF7/4RQDAj370I9xyyy14+9vfnmdArrzySnzmM5/Bfffdt2z3oqXRhB4vFcYUISA11KhQp4esCuUQGBNG89R1PEGkLc1UqA4N2TgWRqUmxornttQTSjMiaMpvqSc6lyirxoCeYtVOjlN5VebQqEpnnMir4sZb5XqXMyLmgunJ0fzz3PyS6FxUo2FKM9RkvCrJqnFgSTFqJbzKAoVZqbwqBdWR4GQEVaCu0+kphVcXZLxK1Qm6A0znVa18u2Fe7Sk6aILIq1JHQL1vabaACqq90xM6odLS0DJodgU3DPfccw+2b9+O008/Pf9t5cqV2LZtG2677Tacf/75uO222zA9PY3jjjsuP+b0009Hu93G7bffjqc+9akkmqHpe7NWXFIjJ9qIrSWrz6PiqkZiP+FNcMqigBPjXZIgX71yLP88Od4l0z5swwrsnH0IALBqxSgJX40kPe6INfT7VvDXTI83+s7MWvEmaZsROAltajRP5ZckSci0D1o3iZ8/uAcAMB3AL9m67HTaWLNyPP99xeQImfb61RP4wc8eBkDnVRUO2TDFeGfF8SsZ166CpESg3WmWV1UjkYOvwtSE+7mpPKLCGoVX0aLf9wFrJ3HfjjkA6X1Q8Kc6I9p3Ku2VynNb4bnvoPMweE09nnrfZecKAZVfOkK5OjU5kke+fTyiwipNttGvfWKsi5ndewHQn7t0naydLq69afmiBhM5NoSItuJArV89IaI9MT5SfRAT9munYvv27QCAdevWab+vW7cODzzwAADggQcewNq1a7X/73a7WLVqVY5PgenpiaDjLj53M/7l2/+DlZOjeMJxB5MjNE99wuH4wjd+iueccxTWrJki4T7pCUfgr/7vD9But/GMs47EmunxaiQFLnrSkfj7r/wQ5532KDLtbROjWDExgvm9S3j+0x9Hxr/0Gcfihk99F2cefwjWrl1Bwl21ahKPOWQVfv7Abvzvi7aRaf/GUzfj+x++Fcc+Zh0OO3g1OTL1pJMOxb/+xz34tbOPpN/3M7fgB39+C6anxnD0pvXkxrxzTzkC//f/3Y0XnHc0mfbTn/gYfPJffoR2u4Wnnf5orFoxVo2kQMYvTz+dzi8nToxicryL+b09vOBXjyHjv+SCY3DTzf+JJ249mIy7cnoC61dP4MGdc3gFg19e8PTH4Y//6ls4/rEbcNABq4LxpqcnMD09ga1Hrsf3f/IQXvf8k8i0L3zSkfjm9+/H4QeswObHbCBPxXnmWY/Bp2/5MZ7F4NWLnrIZX78jzfKedOxBmCQqsIxfnnnWY8i0T902iql/+h7m9/Zw8VM3s/nljG10flmxcgJrp8fw0MwCi19ec/Hx+LNPfBvHbVqPjRtWlh5r6pnVqxMcfuBK/PQXu/C659H55dlPOQq3/+jr2HToKmw6Yh25rOiJ2w7Grd/9OS5/AZ3205/4GHzpW/dg9YoxnHjsQeTSrxecdzQ+9vnv48JfofPqU099FP751ruxa88izj75cM2ZD4GXXHAsbrr5e/iVkw5l8cu6VeN4cOc8Ln3mFja/bD1yPdY5dGGZLbI6SXDIhhX4n+2zrHf2v35tC95+0zfwqIOmccSha8i68NjHrMP3fvwgS7ZdcNYm/Mtt/4MD1k1h6+YDyLrw6ac9Cp+/9Sd45bPpa/RXHn84/uHffozRbhtPfsKjLAepCl5x4XH4wD9+lyVXH79lDIdu/G/84sHdePoT6bLxtc85Hu/+22/jpKM3BtupHGglibQ6SwbXXXcdbrzxxtJjPvvZz2LTpk3593/4h3/AO9/5Tvz7v/97Kd5//Md/4LnPfS5uueUWbNy4Mf/9ta99LVqtFt71rnfhhhtuwKc+9Sl8/vOf13BPO+00/PZv/zae97znke5nZmYuODV130N7MDHWJTMmkKar7/7FLjzqoJWslN79O/aghRY2rKEzV6/fx09+vguHH7CSVSqxc3YBe5f62LCax9j3PbQH61aNs2pg+/0E83t75BR/BnuXeuh22uR6yE6njenpCdy3fRc79Tg7t4jx0Q7rvpd6fdz30B4cvH6KVU7zwM55tFvAWqIDCsj55aGZeSws9nDQOpoQBdIpXz/5+QwO2bCC1SA4O7eI2blFHLh2kowLpOts9cqxoL6WjEcyGdJPEswtLGGKGVVaXOqj026x687nFpbIZX4Z7J5fxEinzSp16PcT3Pvgbhy8forVY/Hw7AIWF/ss2dZPEtx17wwO27iCde07Zxewa88iDt1IC3gAaTbs7l/swgFrJ73P3eQRFeYWlvDQrgUcsp6+TgDggYfnsHJqlLVOkiTBnvklrQSMAotLfbTb/PIUCa/OLSyh3Wqxpp71kwT3PrAbB62bZF37rj17MTu3yJJtSZLgrp/vwkHrdH4p4xEVZucW8cDOORxxwEqyTkiSBD+7fxbrpsdZ73xhsYf7d8zh0A08ffTgznlMjndZ7zxJEuyeX9KqJiiQlQpye3AkvLqwt4d+krDv+94HdmPjmkmMj3WXzbEYeqbi0ksvxYUXXlh6zGGHHcY694YNGwAADz74oOZUPPjggzj66KMBAOvXr8dDDz2k4S0tLWHnzp05PgV6vT6WAvsU1g0MtNDjTTjigJVI+sBSn46/dqWcNhd/anwEUwLa66bHgYSPP9pts3HbaKHfS9Bn1t9KaI+PdET3fcCayUE9Kv3aVw8c32HwS1Ynz6V9+EY+7fGRDsZHOmzanHWmypCxLp92C6mBztlhGUhLNLm0s4kwXPwD10yy19mK8RFgfIiybXyETfvQDSuCaLv0zEinjQNWT7Bprx5kINnvXLBOWgBblwEyXs1KkSW8yr32idEuJka7Atnm55cqW2R8pIND169g64SDB44Q59o7rRYOWsvXR6uE+kgi0zOQ8BsXt9NuoYOWyAYA5D0ZZTB0p2Lt2rVW+VFdcOihh2LDhg34+te/jsc97nEAgNnZWXznO9/JJ0idcMIJmJmZwR133IEtW7YAAG699Vb0+31s3bp1Wa4rQoQIESJEiBAhQoT9Cfap6U/33nsv7rzzTtx7773o9Xq48847ceedd2p7Spx33nn4whe+ACCdxnDJJZfg/e9/P770pS/hBz/4AV7/+tdj48aNOOeccwAAmzZtwplnnok3v/nNuP322/Gtb30L11xzDc4//3wccMABQ7nPCBEiRIgQIUKECBH2JRh6poICf/Znf4ZPfepT+fdnPetZAICPfOQjOOWUUwAAd911F3bt2pUf87/+1//C3NwcrrrqKszMzOCkk07Chz70IYyNFc2m1113Ha655hq86EUvQrvdxrnnnosrr7yymZuKECFChAgRIkSIEGEfh6E3au9vsGPHbnGtXoT9D7rdNtasmYr8EcELkUciVEHkkQhVEHkkQhVkPLIcsE+VP0WIECFChAgRIkSIEOGRB9GpiBAhQoQIESJEiBAhggiiUxEhQoQIESJEiBAhQgQRRKciQoQIESJEiBAhQoQIIohORYQIESJEiBAhQoQIEUQQnYoIESJEiBAhQoQIESKIIDoVESJEiBAhQoQIESJEEEF0KiJEiBAhQoQIESJEiCCC6FREiBAhQoQIESJEiBBBBNGpiBAhQoQIESJEiBAhggiiUxEhQoQIESJEiBAhQgQRRKciQoQIESJEiBAhQoQIIohORYQIESJEiBAhQoQIEUQQnYoIESJEiBAhQoQIESKIIDoVESJEiBAhQoQIESJEEEErSZJk2BcRIUKECBEiRIgQIUKEfRdipiJChAgRIkSIECFChAgiiE5FhAgRIkSIECFChAgRRBCdiggRIkSIECFChAgRIoggOhURIkSIECFChAgRIkQQQXQqIkSIECFChAgRIkSIIILoVESIECFChAgRIkSIEEEE0amIECFChAgRIkSIECGCCKJTESFChAgRIkSIECFCBBFEpyJChAgRIkSIECFChAgiiE5FDfCxj30MT37yk3HcccfhN37jN3D77bcP+5IiDAk+8IEP4KKLLsIJJ5yA0047Da985Svx4x//WDtmYWEBV199NU455RSccMIJ+O3f/m088MADQ7riCMOED37wg9i8eTPe8Y535L9F/ohw33334fLLL8cpp5yCrVu34hnPeAa++93v5v+fJAne/e5344wzzsDWrVvx4he/GD/5yU+Gd8ERGoVer4d3vetdePKTn4ytW7finHPOwXvf+14kSZIfE3nklwu++c1v4hWveAXOOOMMbN68GV/84he1/w/hh4cffhive93rcOKJJ+Lkk0/GG9/4RuzevZt0HdGpEMJnP/tZXHvttXjVq16FT33qUzj66KPx0pe+FA8++OCwLy3CEOAb3/gGnv/85+MTn/gEbrrpJiwtLeGlL30p9uzZkx/zzne+E1/5ylfwrne9Cx/96Edx//3349WvfvUQrzrCMOD222/H3/zN32Dz5s3a75E/frlh586deO5zn4uRkRHceOON+MxnPoMrrrgCq1atyo+58cYb8dGPfhRvfetb8YlPfAITExN46UtfioWFhSFeeYSm4MYbb8Rf//Vf46qrrsJnP/tZXH755fjQhz6Ej370o9oxkUd+eWDPnj3YvHkz3vKWtzj/P4QfLr/8cvzwhz/ETTfdhBtuuAH//u//jquuuop2IUkEETz72c9Orr766vx7r9dLzjjjjOQDH/jAEK8qwiMFHnzwweSoo45KvvGNbyRJkiQzMzPJsccem/zzP/9zfswPf/jD5Kijjkpuu+22IV1lhKZhdnY2Offcc5P/7//7/5IXvOAFydvf/vYkSSJ/REiSP/7jP06e+9znev+/3+8nT3ziE5MPfehD+W8zMzPJli1bkptvvrmJS4wwZHjZy16WvOENb9B+e/WrX5287nWvS5Ik8sgvOxx11FHJF77whfx7CD9keub222/Pj/nXf/3XZPPmzckvfvGLYNoxUyGAvXv34nvf+x5OP/30/Ld2u43TTz8dt9122xCvLMIjBXbt2gUAeZTxjjvuwOLiosYzmzZtwsEHH4xvf/vbw7jECEOAt73tbTj77LM1PgAif0QAvvzlL2PLli14zWteg9NOOw3Petaz8IlPfCL//3vuuQfbt2/XeGTlypXYtm1b1Du/JHDCCSfg1ltvxV133QUA+P73v49vfetbOOusswBEHomgQwg/3HbbbZiensZxxx2XH3P66aej3W6TSvq79V32Lx/s2LEDvV4P69at035ft26dVUcf4ZcP+v0+3vnOd+LEE0/EUUcdBQB44IEHMDIygunpae3YdevWYfv27cO4zAgNw2c+8xn853/+Jz75yU9a/xf5I8LPfvYz/PVf/zVe8pKX4BWveAW++93v4u1vfztGRkZw4YUX5nzg0jux9+aXA172spdhdnYWT3/609HpdNDr9fC7v/u7eOYznwkAkUciaBDCDw888ADWrl2r/X+328WqVatIuic6FREiLBNcffXV+O///m98/OMfH/alRHiEwM9//nO84x3vwF/8xV9gbGxs2JcT4REISZJgy5YtuOyyywAAxxxzDP77v/8bf/M3f4MLL7xwyFcX4ZEA//zP/4xPf/rTuP7663HkkUfizjvvxLXXXouNGzdGHokwVIjlTwJYs2YNOp2O1ZT94IMPYv369UO6qgiPBHjb296Gf/mXf8Ff/uVf4sADD8x/X79+PRYXFzEzM6Md/+CDD2LDhg1NX2aEhuF73/seHnzwQfz6r/86jjnmGBxzzDH4xje+gY9+9KM45phjIn9EwIYNG7Bp0ybtt8c85jG499578/8HEPXOLzH80R/9EV72spfh/PPPx+bNm/GsZz0LL3rRi/CBD3wAQOSRCDqE8MP69evx0EMPaf+/tLSEnTt3knRPdCoEMDo6imOPPRZf//rX89/6/T6+/vWv44QTThjilUUYFiRJgre97W34whe+gL/8y7/EYYcdpv3/li1bMDIyovHMj3/8Y9x77704/vjjG77aCE3Dqaeeik9/+tP4x3/8x/zfli1b8IxnPCP/HPnjlxtOPPHEvFY+g5/85Cc45JBDAACHHnooNmzYoPHI7OwsvvOd70S980sC8/PzaLVa2m+dTicfKRt5JIIKIfxwwgknYGZmBnfccUd+zK233op+v4+tW7cG04rlT0J4yUtegiuuuAJbtmzB1q1b8Zd/+ZeYm5vDr//6rw/70iIMAa6++mrcfPPNeN/73oepqam8FnHlypUYHx/HypUrcdFFF+EP/uAPsGrVKqxYsQJvf/vbccIJJ0Sj8ZcAVqxYkffXZDA5OYnVq1fnv0f++OWGF73oRXjuc5+LG264AU9/+tNx++234xOf+ATe9ra3AQBarRYuueQSvP/978cRRxyBQw89FO9+97uxceNGnHPOOUO++ghNwJOe9CTccMMNOPjgg/Pyp5tuugkXXXQRgMgjv4ywe/du/PSnP82/33PPPbjzzjuxatUqHHzwwZX8sGnTJpx55pl485vfjKuvvhqLi4u45pprcP755+OAAw4Ivo5Wkii7pURgwV/91V/hwx/+MLZv347HPe5xuPLKK7Ft27ZhX1aEIYC550AG1157be5oLiws4A/+4A/wmc98Bnv37sUZZ5yBt7zlLbG85ZcUXvjCF+Loo4/Gm970JgCRPyIAX/nKV/Anf/In+MlPfoJDDz0UL3nJS3DxxRfn/58kCf7sz/4Mn/jEJzAzM4OTTjoJb3nLW/DoRz96iFcdoSmYnZ3Fu9/9bnzxi1/Egw8+iI0bN+L888/Hq171KoyOjgKIPPLLBv/v//0/XHLJJdbvF154If7gD/4giB8efvhhXHPNNfjyl7+MdruNc889F1deeSWmpqaCryM6FREiRIgQIUKECBEiRBBB7KmIECFChAgRIkSIECGCCKJTESFChAgRIkSIECFCBBFEpyJChAgRIkSIECFChAgiiE5FhAgRIkSIECFChAgRRBCdiggRIkSIECFChAgRIoggOhURIkSIECFChAgRIkQQQXQqIkSIECFChAgRIkSIIILoVESIECFChAgRIkSIEEEE0amIECFChAgRIkSIECGCCLrDvoAIESJEiDBc2Lx5c+Ux1157LT71qU9hcnISH/jABxq4qnL42Mc+hn/4h3/A3//93y87rfe///34xje+gZtuumnZaUWIECHCvgqtJEmSYV9EhAgRIkQYHnz729/Wvj/nOc/BC1/4QlxwwQX5b4cffjgeeughtNttPOYxj2n4CnWYm5vDU5/6VLz5zW/G0572tGWnNzMzgyc96Ul473vfi1NPPXXZ6UWIECHCvggxUxEhQoQIv+Rw/PHHW78ddNBB1u9r165t5oIq4LOf/SwWFxfxlKc8pRF609PTOPfcc/GRj3wkOhURIkSI4IHYUxEhQoQIEYLghS98IV7+8pfn39/znvfghBNOwH/+53/iOc95DrZu3YoLL7wQ//mf/4mFhQW85S1vweMf/3icddZZ+D//5/9Y57vttttwySWX4Pjjj8dJJ52E173udXjwwQcrr+Mf//Ef8ZSnPAXdbhEX+4d/+Ads3rwZ3/3ud3HppZdi27ZteNrTnoavfe1r6Pf7+NM//VOcfvrpOP3003H99dej3+/nuL/4xS/w2te+FqeffjqOO+44PPnJT8Y73/lOjeZ5552Hf/3Xf8VDDz3EeHIRIkSIsP9DdCoiRIgQIQIbFhcXccUVV+Diiy/Ge97zHiwtLeHVr3413vSmN2F8fBzvete7cM455+Daa6/Ff/zHf+R4t912G174whdi5cqV+NM//VNcc801+O53v4tXvvKVpfTm5+dx22234cQTT3T+/xVXXIFf+ZVfwZ//+Z9j48aNePWrX413vOMd+MUvfoE//MM/xPOe9zx88IMfxGc+85kc5/Wvfz1+8IMf4Morr8SHPvQhvOY1r9GcDgA44YQT0Ov18I1vfEPwtCJEiBBh/4VY/hQhQoQIEdiwuLiIyy+/HGeffTYAoN/v4xWveAW2bduGN7zhDQCAU089FZ/73Ofwuc99LncGrr/+emzZsgV//ud/jlarBQA46qijcMEFF+Bf//Vf8/OZcOedd2JxcdHbXP6CF7wAz3ve8wAABxxwAJ7xjGfgjjvuwN/+7d8CAM4880x8+ctfxuc+9zk84xnPAAB897vfxWWXXYZf/dVfzc/zrGc9Szvv9PQ0Dj74YHznO9/Beeedx3lUESJEiLBfQ8xURIgQIUIENrTbbZx22mn590c96lEAgNNPPz3/rdPp4PDDD8cvfvELAGmj9X/8x3/gvPPOQ6/Xw9LSEpaWlvCoRz0KBx10EL773e966W3fvh2Av7/jiU98onUtZh/Eox/9aPz85z/Pvx9zzDH4i7/4C3z84x/H3Xff7aW9evXqnH6ECBEiRNAhOhURIkSIEIEN4+PjGB0dzb+PjIwAAFauXKkdNzIygoWFBQDpNKVer4drr70Wxx57rPbv3nvv1Qx+E7JzqDRVUOlmx0xPT1vXsnfv3vz7n/7pn+LUU0/Fu971Lpx77rk477zz8H//7/+1zj06OprTjxAhQoQIOsTypwgRIkSI0CisXLkSrVYLL3/5y3HOOedY/79mzRov7qpVqwCkjsmGDRtquZ6NGzfi2muvRb/fxx133IH3v//9+N3f/V187nOfw2GHHZYft2vXLjz2sY+thWaECBEi7G8QnYoIESJEiNAoTE5O4vjjj8ePf/xjHHfccSTcRz/60QCAe+65B5s2bar1utrtNrZu3Yrf+Z3fwZe//GXcfffduVPR7/dx77334qKLLqqVZoQIESLsLxCdiggRIkSI0Di8/vWvx4te9CL8zu/8Ds4//3xMT0/jF7/4Bb72ta/h13/913HKKac48Q477DBs2LAB3/ve97zN3BTYtWsXXvrSl+LXfu3X8OhHPxqLi4v46Ec/iunpaRxzzDH5cXfddRf27NmDk08+WUwzQoQIEfZHiE5FhAgRIkRoHE488UR8/OMfx3ve8x684Q1vwOLiIg488ECceuqpOOKII0pxzzvvPPzbv/1b5fjZEBgbG8NRRx2Fj370o/j5z3+O8fFxbNmyBR/+8Ie1ZvB/+7d/wyGHHELOrESIECHCLwu0kiRJhn0RESJEiBAhQih8//vfx4UXXogvfvGLOOSQQxqhedFFF+FJT3oSXv3qVzdCL0KECBH2NYjTnyJEiBAhwj4FRx99NJ785CfjIx/5SCP0vvnNb+JnP/sZLrnkkkboRYgQIcK+CNGpiBAhQoQI+xz83u/9HjZu3NgIrdnZWfzhH/6hNZo2QoQIESIUEMufIkSIECFChAgRIkSIIIKYqYgQIUKECBEiRIgQIYIIolMRIUKECBEiRIgQIUIEEUSnIkKECBEiRIgQIUKECCKITkWECBEiRIgQIUKECBFEEJ2KCBEiRIgQIUKECBEiiCA6FREiRIgQIUKECBEiRBBBdCoiRIgQIUKECBEiRIggguhURIgQIUKECBEiRIgQQQT/P55hWpRRtqU/AAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 800x550 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "stim_f0 = SoundStimulus.generate(freq=440, duration_ms=100)\n",
    "stim_f1 = SoundStimulus.generate(freq=880, duration_ms=100)\n",
    "\n",
    "# Method 1\n",
    "stim = stim_f0.merge(stim_f1)\n",
    "\n",
    "# Method 2\n",
    "from thebeat.utils import merge_soundstimuli\n",
    "stim = merge_soundstimuli([stim_f0, stim_f1])\n",
    "\n",
    "# Plot\n",
    "stim.plot_waveform();"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d1e130d4-80c9-4dc5-87da-5734cc8c1586",
   "metadata": {
    "tags": []
   },
   "source": [
    "### ``SoundSequence``"
   ]
  },
  {
   "cell_type": "raw",
   "id": "2c9f7271-91e3-4c4d-bc22-d1b5b6139b8e",
   "metadata": {
    "raw_mimetype": "text/restructuredtext",
    "tags": []
   },
   "source": [
    "Finally, we can merge :py:class:`~thebeat.core.SoundSequence` objects as well:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "11b99f2d-7e03-4996-92aa-9f9a4c2c4f48",
   "metadata": {},
   "outputs": [],
   "source": [
    "ss1 = SoundSequence(stim_f0, seq1)\n",
    "ss2 = SoundSequence(stim_f1, seq2)\n",
    "\n",
    "# Method 1\n",
    "ss = ss1.merge(ss2)\n",
    "\n",
    "# Method 2\n",
    "from thebeat.utils import merge_soundsequences\n",
    "ss = merge_soundsequences([ss1, ss2])\n",
    "\n",
    "#ss.play()"
   ]
  },
  {
   "cell_type": "raw",
   "id": "f032d0fe-7108-475c-8982-ea5b185a9e57",
   "metadata": {
    "raw_mimetype": "text/restructuredtext",
    "tags": []
   },
   "source": [
    "You can listen to the merged :py:class:`~thebeat.core.SoundSequence` below. In your IDE simply execute ``ss.play()``."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "8d0801b5-fcf6-4c9a-8331-4115a2d595c6",
   "metadata": {
    "nbsphinx": "hidden",
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "                <audio  controls=\"controls\" >\n",
       "                    <source 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\" type=\"audio/wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from IPython.display import Audio\n",
    "Audio(ss.samples, rate=ss.fs)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.16"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}