{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Audio classification the from-scratch way"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Thanks to the SF Study Group practitioners & participants in the [Deep Learning for Audio fastai forum thread](https://forums.fast.ai/t/deep-learning-with-audio-thread/), especially: [Molly Beavers](https://forums.fast.ai/u/marii/summary), [Simon Grest](https://forums.fast.ai/u/simonjhb/), [Stefano Giomo](https://forums.fast.ai/u/ste), [Thom Mackey](https://forums.fast.ai/u/ThomM), [Zach Caceres](https://forums.fast.ai/u/zachcaceres), [Harry Coultas Blum](https://forums.fast.ai/u/baz), & [Robert Bracco](https://forums.fast.ai/u/madeupmasters)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We're going to demonstrate the technique of classifying audio samples by first converting the audio into spectrograms, then treating the spectrograms as images. Once we've converted the spectrograms to images, the workflow is just the same as using imagenette or any other image classification task.\n",
    "\n",
    "What do we need to do?\n",
    "* Download the data\n",
    "* Load the data \n",
    "* Transform the data into spectrograms\n",
    "* Load the audio data into a databunch such that we can use our previously-defined `learner` object\n",
    "\n",
    "Still to come - 1D convolutional models, RNNs with audio… and more, with your contribution :)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Setup & imports"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We rely heavily on [torchaudio](https://github.com/pytorch/audio) - which you'll have to compile to install."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "#export\n",
    "from exp.nb_12a import *\n",
    "import torchaudio\n",
    "from torchaudio import transforms"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "#export\n",
    "AUDIO_EXTS = {str.lower(k) for k,v in mimetypes.types_map.items() if v.startswith('audio/')}"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Download"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This should be one line; it's only so complicated because the target .tgz file doesn't extract itself to its own directory."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS')"
      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dsid = \"ST-AEDS-20180100_1-OS\"\n",
    "data_url = f'http://www.openslr.org/resources/45/{dsid}' # actual URL has .tgz extension but untar_data doesn't like that\n",
    "path = Path.home() / Path(f\".fastai/data/{dsid}/\")\n",
    "datasets.untar_data(data_url, dest=path)\n",
    "path"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Loading into an AudioList"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Getting a file list the `08_data_block` way."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The \"manual\" way using `get_files`…"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Found 3842 audio files\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "[PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/m0002_us_m0002_00093.wav'),\n",
       " PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/m0001_us_m0001_00068.wav'),\n",
       " PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/f0002_us_f0002_00192.wav'),\n",
       " PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/f0001_us_f0001_00356.wav'),\n",
       " PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/m0005_us_m0005_00355.wav')]"
      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "audios = get_files(path, extensions=AUDIO_EXTS)\n",
    "print(f\"Found {len(audios)} audio files\")\n",
    "audios[:5]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "…But that's not very exciting. Let's make an `AudioList`, so we can use transforms, and define how to `get` an Audio."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### AudioList"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "#export\n",
    "class AudioList(ItemList):\n",
    "    @classmethod\n",
    "    def from_files(cls, path, extensions=None, recurse=True, include=None, **kwargs):\n",
    "        if extensions is None: extensions = AUDIO_EXTS\n",
    "        return cls(get_files(path, extensions, recurse=recurse, include=include), path, **kwargs)\n",
    "    \n",
    "    def get(self, fn): \n",
    "        sig, sr = torchaudio.load(fn)\n",
    "        assert sig.size(0) == 1, \"Non-mono audio detected, mono only supported for now.\"\n",
    "        return (sig, sr)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "AudioList (3842 items)\n",
       "[PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/m0002_us_m0002_00093.wav'), PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/m0001_us_m0001_00068.wav'), PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/f0002_us_f0002_00192.wav'), PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/f0001_us_f0001_00356.wav'), PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/m0005_us_m0005_00355.wav'), PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/f0004_us_f0004_00134.wav'), PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/m0005_us_m0005_00311.wav'), PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/m0002_us_m0002_00019.wav'), PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/m0003_us_m0003_00005.wav'), PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/m0003_us_m0003_00250.wav')...]\n",
       "Path: /home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS"
      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "al = AudioList.from_files(path); al"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "It looks like this is full of file paths, but that's just the `repr` talking. Actually accessing an item from the list calls the `get` method and returns a `(Tensor, Int)` tuple representing the signal & sample rate."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(tensor([[ 0.0000e+00,  0.0000e+00,  0.0000e+00,  ..., -6.1035e-05,\n",
       "           0.0000e+00, -3.3569e-04]]), 16000)"
      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "al[0]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Splitting into train/validation"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Our data is all in one folder, there's no specific validation set, so let's just split it at random."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "sd = SplitData.split_by_func(al, partial(random_splitter, p_valid=0.2))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "SplitData\n",
       "Train: AudioList (3042 items)\n",
       "[PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/m0002_us_m0002_00093.wav'), PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/f0002_us_f0002_00192.wav'), PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/m0005_us_m0005_00355.wav'), PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/f0004_us_f0004_00134.wav'), PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/m0005_us_m0005_00311.wav'), PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/m0002_us_m0002_00019.wav'), PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/m0003_us_m0003_00005.wav'), PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/m0003_us_m0003_00250.wav'), PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/f0004_us_f0004_00318.wav'), PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/f0003_us_f0003_00390.wav')...]\n",
       "Path: /home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS\n",
       "Valid: AudioList (800 items)\n",
       "[PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/m0001_us_m0001_00068.wav'), PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/f0001_us_f0001_00356.wav'), PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/f0001_us_f0001_00113.wav'), PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/m0003_us_m0003_00327.wav'), PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/f0004_us_f0004_00205.wav'), PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/f0005_us_f0005_00096.wav'), PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/m0005_us_m0005_00267.wav'), PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/m0005_us_m0005_00064.wav'), PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/m0001_us_m0001_00188.wav'), PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/f0001_us_f0001_00015.wav')...]\n",
       "Path: /home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS"
      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sd"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Labeling"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Our labels are encoded in our filenames. For example, `m0003_us_m0003_00032.wav` has the label `m0003`. Let's make a regex labeler, then use it."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "#export\n",
    "def re_labeler(fn, pat): return re.findall(pat, str(fn))[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "label_pat = r'/([mf]\\d+)_'\n",
    "speaker_labeler = partial(re_labeler, pat=label_pat)\n",
    "ll = label_by_func(sd, speaker_labeler, proc_y=CategoryProcessor())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "SplitData\n",
       "Train: LabeledData\n",
       "x: AudioList (3042 items)\n",
       "[PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/m0002_us_m0002_00093.wav'), PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/f0002_us_f0002_00192.wav'), PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/m0005_us_m0005_00355.wav'), PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/f0004_us_f0004_00134.wav'), PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/m0005_us_m0005_00311.wav'), PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/m0002_us_m0002_00019.wav'), PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/m0003_us_m0003_00005.wav'), PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/m0003_us_m0003_00250.wav'), PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/f0004_us_f0004_00318.wav'), PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/f0003_us_f0003_00390.wav')...]\n",
       "Path: /home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS\n",
       "y: ItemList (3042 items)\n",
       "[0, 1, 2, 3, 2, 0, 4, 4, 3, 5...]\n",
       "Path: /home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS\n",
       "\n",
       "Valid: LabeledData\n",
       "x: AudioList (800 items)\n",
       "[PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/m0001_us_m0001_00068.wav'), PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/f0001_us_f0001_00356.wav'), PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/f0001_us_f0001_00113.wav'), PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/m0003_us_m0003_00327.wav'), PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/f0004_us_f0004_00205.wav'), PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/f0005_us_f0005_00096.wav'), PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/m0005_us_m0005_00267.wav'), PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/m0005_us_m0005_00064.wav'), PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/m0001_us_m0001_00188.wav'), PosixPath('/home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS/f0001_us_f0001_00015.wav')...]\n",
       "Path: /home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS\n",
       "y: ItemList (800 items)\n",
       "[9, 8, 8, 4, 3, 7, 2, 2, 9, 8...]\n",
       "Path: /home/jupyter/.fastai/data/ST-AEDS-20180100_1-OS\n"
      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ll"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Transforms: audio clipping & conversion to spectrograms"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The pytorch dataloader needs to be all tensors to be the same size, but our input audio files are of different sizes, so we need to trim them. Also, recall that we're not going to send the model the audio signal directly; we're going to convert it to spectrograms first. We can treat these steps as transforms. We can also apply data augmentation to both the signal and the spectrograms. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Small helpers to show some audio & compare transformed versions."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "#export\n",
    "from IPython.display import Audio\n",
    "def show_audio(ad):\n",
    "    sig,sr=ad\n",
    "    display(Audio(data=sig, rate=sr))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "#export\n",
    "def show_audio_in_out(orig, trans):\n",
    "    \"\"\"Helper to plot input and output signal in different colors\"\"\"\n",
    "    osig,osr = orig\n",
    "    tsig,tsr = trans\n",
    "    print(\"↓ Original ↓\")\n",
    "    show_audio(orig)\n",
    "    print(\"↓ Transformed ↓\")\n",
    "    show_audio(trans)\n",
    "    if orig is not None: plt.plot(osig[0], 'm', label=\"Orig.\")\n",
    "    if trans is not None: plt.plot(tsig[0], 'c', alpha=0.5, label=\"Transf.\")\n",
    "    plt.legend()\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### toCuda"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The other transforms both use all-tensor ops, so it should help. Let's try it out."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "#export\n",
    "class ToCuda(Transform):\n",
    "    _order=10\n",
    "    def __call__(self, ad):\n",
    "        sig,sr = ad\n",
    "        return (sig.cuda(), sr)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(tensor([[ 0.0000e+00,  0.0000e+00,  0.0000e+00,  ..., -6.1035e-05,\n",
       "           0.0000e+00, -3.3569e-04]], device='cuda:0'), 16000)"
      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ToCuda()(ll.train[0][0])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### PadOrTrim"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "`torchaudio` has one for this already. All we're doing is taking an argument in milliseconds rather than frames."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "#export\n",
    "class PadOrTrim(Transform):\n",
    "    _order=11\n",
    "    def __init__(self,msecs): self.msecs = msecs\n",
    "    def __call__(self, ad): \n",
    "        sig,sr = ad\n",
    "        mx = sr//1000 * self.msecs\n",
    "        return (transforms.PadTrim(mx)(sig), sr)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "*Note - this won't work if you've already run the notebook all the way through, because `ll` now contains Tensors representing Spectrograms, not `(Signal, SampleRate)` tuples.*"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "↓ Original ↓\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "\n",
       "                <audio controls=\"controls\" >\n",
       "                    <source src=\"data:audio/wav;base64,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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>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "↓ Transformed ↓\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "\n",
       "                <audio controls=\"controls\" >\n",
       "                    <source src=\"data:audio/wav;base64,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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>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "pt = PadOrTrim(3000) ## duration in milliseconds\n",
    "show_audio_in_out(ll.train[0][0], pt(ll.train[0][0]))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Signal shifting"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Signal shifting is a useful augmentation which can be applied to the signal itself; it simply shifts the input to the left or right by some %. Intuitively, this is useful for classification, but perhaps not for predictive models, as it can change the temporal order of things when the end of the signal wraps around to the front.\n",
    "\n",
    "This implementation lightly adapted from the [original implementation](https://github.com/mogwai/fastai-audio/blob/sg-cache/Google%20Small%20ASR.ipynb) by [Harry Coultas Blum](https://github.com/mogwai/)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "#export\n",
    "class SignalShift(Transform):\n",
    "    _order=20\n",
    "    def __init__(self, max_shift_pct=.6): self.max_shift_pct = max_shift_pct\n",
    "    def __call__(self, ad):\n",
    "        sig,sr = ad\n",
    "        roll_by = int(random.random()*self.max_shift_pct*len(sig[0]))\n",
    "        return (sig.roll(roll_by), sr)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "↓ Original ↓\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "\n",
       "                <audio controls=\"controls\" >\n",
       "                    <source src=\"data:audio/wav;base64,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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>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "↓ Transformed ↓\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "\n",
       "                <audio controls=\"controls\" >\n",
       "                    <source src=\"data:audio/wav;base64,UklGRiSjAgBXQVZFZm10IBAAAAABAAEAgD4AAAB9AAACABAAZGF0YQCjAgALAO//xv/1/8v/7//7/wsAIwDj/wAA+/8jAAAA+//1/xcAHQAFAO//EQD1/9H/7//R/wAACwD7/xcAIwD1/xcAEQD1/xcACwAAAAUAOgApAAAA6f/A/9H/lv/R/+P/1//7/9H/6f/d/+P/3f/1/8D/1//X/93/xv/A/5H/y//G/+n/1//X//X/rv+6//X/+/+c/93/xv/d/93/9f/1/+//HQD1/wUAFwAXAPv/AAAFAC8ANQAjADUALwApAEAAAAApAEAAEQA1ACMAEQAXABcA9f/d/+P/y//X/8v/1//L/6j/xv/G/5b/uv/X/8D/0f/A/+n/3f/G/xcAAAC6/7r/BQApAMv/7//A/8v/0f/p/8b/9f/v/xEA+//p//v/1//v/8b/+//p/xcAIwAAAAUA9f8FAB0ABQA6ABEA7/8XABEAHQD7/wAA0f/L/8v/xv/L/8b/9f/G/8D/wP/A/7T/uv+u/8v/wP/L/8v/6f/p/7T/0f/d/x0ALwDp/8b/3f8AAEYAEQDv/8b/f/8AAAAAFwD1/7T/0f8AAAAAFwAjABEALwAXACMA4//G/+P/7/8dAAUAEQD7/wsAOgBGAFIAEQDd/9H/BQAAAAAABQDv/wAAZAAdAOP/6f/7/y8AagB7AEwANQAjAEAAIwApAC8AQAA1ACkABQALAC8AOgD7/+n/y//L/8v/xv/R/7T/3f/R/67/3f/j//X/6f8pAAUABQARABEANQARAO//AADv/wAAAADv/xEABQD1/+//6f8AAOP/7/8XACMABQAAAB0A+/8FAB0AAAD7/wsAHQALAN3/IwA6AEwAHQAdAEwALwALAEAAQABAADoA9f8dAB0ANQBGACkAKQAvACkABQD7/y8ARgAvAEYAOgA6AEwAWABMAEYAUgAjAB0ANQAvACkAEQALAOP/CwA6ABEACwD7/xcA7//7/xEAEQD1/xcAwP8AAMv/4//1/9H/3f+6/9H/xv+o/6j/rv/p/67/wP+R/5H/nP+F/6j/ov+R/5b/1//j/wAA0f/X/8v/0f/L//v/CwDj/wUA+//d/9H/4//p/wUA0f/j/93/CwAXAAsA9f/7/wUAy//j//v/AADj/9f/CwAXAOP/1//L/9H/uv/j/9f/xv/G/93/1/+0/+n/3f/X/8b/4//G/67/xv/A/8b/nP+o/8v/xv/G/9H/wP/L/8b/xv/L/8b/tP/p/93/uv/L/8D/0f/L/93/7//j/8b/uv+R/93/xv/L/8v/y//7/+//3f/p//X/7//7/+//6f8dAO//BQAFABcAHQAFAPv/9f8AABcACwD1//v/9f/v/8v/3f8AAPX/AAAXAPX/BQALABcALwARAAUACwAAAPv/9f8XABcABQAAAAAAEQAAAAsAy//j//X/IwARACMA9f/j/+P/9f8AANf/BQDv/xcAFwBGABEARgARAAsA9f/7/wAA+/8RAAsA9f8RABcABQALAN3/9f/v/+n/9f8AAPv/3f/d/+P/y//p/9H/6f/A/7r/6f/G/+n/6f/7//X/EQAdAAAABQD7/9H/4//v/+n/xv/v/xEABQAFAAUABQDv//v/EQAjAB0AIwAdAC8AIwAXAEYANQAAABEABQARAB0AOgALAPv/CwApABcAAAAdAPv/NQAdAEAARgA6ACkAEQBAAAsAKQD7/ykAOgAXAEAAKQAvAB0AIwAjAB0AHQA1ADUAKQAXAPv/NQAXABcAUgAvAAsAQAD7/x0AKQAdAFgAQABGAB0AHQBAABEAFwARACkA7//v//v/+//d/8v/6f8AAPX/CwD7/9f/0f+u/93/4//d/9f/wP/A/+//4//p/wAAFwDR/9f/3f+0/6j/1//d/9H/6f/R/+//6f8RAAsA9f8XAAsAHQAAAAsAAAD7/+n/wP/G/9f/0f/p/+//7//7/+//CwD1/wAA7//d/wsAAADj//X/AAAFAPv/9f8FAPv/NQDv/xcAHQALABEA9f/d/93/BQDp/wAABQDp/93/6f+6/8D/rv/L/7T/4//d/8v/6f/X/8v/ov+0/6L/3f/A/9f/7//X/8b/1//j/8b/nP+0/8v/1//v/9H/7//G/93/y//1/+n/wP8jAOn/EQAFABcA+/8AAAUABQARAAAA7/8dAAAABQDp/9f/rv+i/6L/uv/j//X/AADA/+n/1//v/6j/4//L/9H/3f/A/+n/1//L//X/xv+o/6j/6f8LANH/9f/R/9H/0f/1/yMAFwALADUA1/9GAC8ALwALAPv/+//R/xcAHQAdAAUA9f8LAAAA3f8AAAUAHQARAC8A+/8RAAsA7//v/wsAEQAjADUAKQA6AEAAQABSADUANQAvACkAQABMADoAHQA6AO//AADA//X/AAD7/wUAEQAXAPX/0f/v/+P/wP/L/7r/0f/v/wUA0f/X/93/6f8RAOn/EQALAB0AHQAAABEA0f/7/93/CwDj/+//4//j/+//+//j/+P/9f/L/+n/4/8AABEABQAFANH/wP/v/8v/KQAdAEAA9f8XADoALwBAACkACwDj/yMAHQA6ABcAIwALANf/9f8FAOn/9f/7/ykABQAXABEAIwAXAB0ALwALABcABQD1/wUA6f/X/8v/ov+6/8b/qP+o/7r/y/+u/5H/lv+F/8b/lv+6/7T/rv+i/4v/rv+6/8b/wP+o/93/y//R//X/3f/p/6j/y//d/xEA4/8XAPv/BQDp/+n/FwAFABcAKQAAAMb/3f81AAsA4//L/xEA4/8FABcAIwALAAUAEQApAAAATABSAEwAEQAXACMANQAjAAAAOgAdACkAFwBSAPX/OgBAAFIAXgBMADUAQAARADoARgBMACMANQBkAEYAQAARAB0AFwAXADUAUgA1AC8ACwAAAPv/7//p/+//6f8RAPX/xv/L/93/3f/v/+//+//v/yMAAADd/7T/wP+o/3//qP+0/4X/f/+0/4X/nP/G/6L/9f/G/+//4//p/+//4//j/8b/AADX/9H/1//j/+n/4//d/93/4//R//v/3f/X/+//3f/p//v/6f/1/+//7//1/x0AIwALAAUAEQD1/wsABQD7/wUA9f8RAC8AHQAdAPX/4/8FAPX/HQAAACkABQAXAB0A4/8RAOn/+//j/9f/AAARABEA+//7/+//FwAjAAUAOgAdABEACwApABcALwBGAEAAFwAAAAAAHQAdAC8AIwAAAAsAHQBGAEAATAA1ABEAIwAFADUALwAAABcABQALAPX/7//v/8v/1//A/7T/xv+6/93/tP+0/9f/y//G/67/kf9h/5H/wP/A/7r/qP+o/5H/lv+0/5H/tP/G//X/7//1/+n/0f8FAPX/9f/1/xcAIwAXADUALwAjACkAFwD1//v/rv/1/wAABQDv//v/FwALAAUAAADX/wUAQAD7/+P/CwARAAUAxv/L/+n/AAD7/+P/3f/p/9H/ov+c/7r/3f/A/93/EQDR/93/AADp/8v/9f/X/9H/3f+0/9H/xv+6/7T/3f/v/wsAIwD1/xcAAAALAAsA9f8dACMAEQARAAsAOgApADoAFwALAAUABQDv//X/BQAjABEAAAARAPv/7/8dABEACwALAC8AHQALAAsAAAAdANH/+/8FAB0A7/8AAAAAHQAXAAAAFwAXAAAALwA6ACMARgBAADoAIwApAAsAHQDX//X/AAAdAO//7//7/+//CwDp/9H/xv/v/x0AFwARABcAKQAvACMATAAXACkAKQAvACkACwALAB0A6f8FABEACwAAAN3/BQDR//v/6f/R/wsAAAA1AAAANQAAAC8ABQDp/xEAKQAdAPX/AADp//v/4//1/+n/1//R//X/9f/p/9f/4//1/8D/4//R/9H/0f/G/+n/3f/R/93/uv+c/7T/lv95/4v/nP+u/5z/tP+6/6L/rv+6/67/uv+i/5b/uv/v/9H/3f/L//X/qP+0/+P/uv/G/wAA9f8AABEA+/8LAPX/4//1/wUAAADv/9f/3f/A/+n/IwD7//X/7/8LAAsAFwDd/9f/y//G/8v/FwDX//X/LwALANH/1/8LAAAA+//v/wAA7/8RAMv/EQDA//v/AADd/+P/3f/1/+n/AADp/9f/AADj//X/FwAjACMANQAjAB0AFwA1AAUA9f8jAOP/4//R/9f/3f/R//v/7//j/9f/xv/R/8D/0f+o/5b/nP+L/5b/tP+W/8v/1//X/9H/3f+o/7T/xv/j/93/tP/L/+n/+//p/wUAAAAXAB0ABQA1AFgAZABeAEAAZABMAJMAUgBqAIEATABGAC8AUgAjACkAIwBeAFIAZABYAGoAXgBkAGQAUgAdADUAWABYAHUAUgBGADoALwAXADUANQBAAFIARgAAABEA1//X/8v/lv/L/9f/4/+u/8v/qP/G/9H/4//A/8v/wP8AAAAA+/8RAO//7//7/wAA7/8AABcACwAXADUA7//X/wsAIwAvAB0AEQALABEAFwApAB0AAAAAAOP/BQAXAEAATAAdAGQA7/8AAPv/NQALACMAEQDp/xcA0f/p/+//CwAAAOn/9f/v//X/BQAvACMAAAALAPv/HQD7/xcA6f/7/+P/EQDj/+P/y/8vALT/FwD7/zUAEQD1/+P/7//d/8v/0f/X/9f/3f/L/7T/wP+o/8D/nP+0/9H/+//X/+n/1//G/8D/CwDL/+//FwD7/wAA7//1/9H/4//1/wUA1/8dAPv/FwD1/+n/3f/v/+//AAARABEANQALABcAEQBSAOn/9f/j/xEA+//X/9H/4//v//X/0f+6/7T/0f/p/8v/y//v/+n/0f/A/8D/rv/G/+P/7/8RAPv/WAARAAUA4//L/wsABQAvAOP/AAAAAOP/1//1/xEAKQDp/wAAKQAAAEwAKQA1ACMAHQD7/xEA6f/7/wUA0f/X/8D/uv+i/8b/uv+i/5H/qP/G/6j/uv/L/93/+//v/wUA9f/v/+P/3f/R/8v/uv+6/6L/nP/G/7T/y//d/8v/4/+0/67/nP/G/67/AAD7/xEA6f/L/+P/6f/L/+P/BQDv/8v/9f/p/xcA0f/j/7r/y/8AANH/tP+6/6j/uv9//6j/3f9K/8D/Z//j/5H/FwAD/14Axv/R/8v/9f+c/wAA7//X//v/9f/1/ykAIwBAADoAHQBMADUALwAFABcA+/81APX/HQA1ADUAFwAvABEAIwAXAPv/FwAAAAUAEQAjAAsAEQAdANf/IwALACkANQBkADUAAADj/wAA9f8XAOP/AAAXAB0AEQARACMA9f/v/+//IwAFAEYAFwApABEACwD1/8D/+//X/xcABQAdAAUA3f/7/xEABQAdAC8AEQAXADUALwAdAEYAQAApAEAALwA6AFIAQAA1ADUATABeAIcAXgBeAEAAZABAAEYA9f9YAEAAXgA1ADoANQBGAC8AIwApAAAAEQDp/x0AHQApACMAOgAFAAsAKQDp/wUA+/8pAOn/IwA1ACkAIwARAOn/6f/X//X/KQAXAOP/NQBMAB0AOgARAC8ACwAdACkAFwARAAUAEQDG/wAA3f/R//v/3f/j/9f/xv+i/67/uv9z/4X/hf9//23/wP+i/5z/y/+F/6j/i//A/67/0f/A/+//xv+6/8v/7/+0/6L/tP+L/5b/qP/G/4v/3f/L/8b/uv/j/9H/rv/R/8D/9f+6/93/3f/A/+//0f/G/+//+/+6/xEA7/8jAPX/7//1/+n/+//j/xcA4/8LAOn/kf/d/5H/tP/j/9H/y//R/8b/0f8LAO//9f/7/wUA6f8AAAsACwDR/93/BQAAAN3/KQALAEYALwBGACkALwAXAEAALwBMAEAAAADv/+//HQDp/xEAxv/v/xEAAAALAAAAOgDG//X/rv/p/8b/9f/R/zUANQAFAMb/+//1/xcA+//7/93/y//p//v/4/8AAPv/+/8RAAUABQDj/ykAHQD1/x0ACwBAAAsA1/8RAAUAHQBGAB0ALwAvAFgAUgCZAHsAWABYAEwAQAAXAAsABQBGACkAQABeAC8AQAAdABEABQD7/wAACwAAABcAWABGAAAAHQARAAUA9f8XABcAKQAdACkAEQAXAOn/y//v/+n/7//j//X/xv/A/+P/3f/L/6j/ov+i/6j/hf+o/5H/ov+c/4X/Yf+F/3P/hf9n/3n/ef95/4X/ef+o/5z/0f+i/4v/f/9b/5b/rv/G/8D/uv/L/9H/3f/R/7r/6f/p/9f/1/+u/6j/tP/A/9H/rv/L/67/0f+o/7T/y//L/9f/3f8AAN3/4//X/+P/1//d/wUABQDv/6L/y//G/9H/uv/d/+//6f8LAO//IwDj//v/NQBAAF4AEQBAAB0ANQA6ADoAOgBGADUALwApAEAAOgAXADUAOgAvAFgANQBSADUARgA6AGQAUgBAAGoANQApACMAKQAjAG8AHQBYACkATAALACMARgDv/0AABQA1AO//AAD7/xcANQAvAN3/BQAdACkA9f9GAAAAKQALAAAA+/8RAPX/CwAjAAAALwAdABEAKQAXAAsACwARADUAFwALAOn/7//1/wAA+/8LAPv/EQAdABcAUgAvACkAQABGAEAAOgAvAF4ALwApAAUAKQAXABEACwAjAC8ACwAjACkAIwBAAB0A9f/p/93/+/8dAO//NQAjAFIAHQAvABEAIwAXAAUARgALACkABQAAAO//HQDv/wAA7/8AABEA9f/R/x0AOgDX/93/nP/R/93/6f/X/+P/lv/A/2H/lv/X/7T/wP/L/67/ov/R/7r/rv/R/8D/HQB//x0AVv9eAOv+3wB2/pwBs/3PAmP8ZQSG+u4GmfduCuHy2hD35z0W4vaK/QQKxe/YEwTsjhDq89QHH/sqAlv/bf8V//cAf/8dAHUALwCf/hICWP5qANQAVv9kAAAAef9nAS/+rgER/hICjf7OAMD/qP9kAFv/dQBb/w8BnP97AIX/hwD3/moAwP/G//v/y//X/93/Yf/1/1b/4/+i/5H/3f+F//v/RP+F/1b/W//A/wP/ef/p/3P/wP9K/7r/hf/X/1D/hf+R/5z/hf+F/7T/bf+0/5b/hf+F/5H/Pv/A/5b/kf+R/3P/0f+F/7T/7//L/+P/lv9GAKj/9f8FAKj/4/8AAAUA6f/1//v/WABb/6oAkf8LAC8Aov+BAN3/KQA1APX/RgBYAAUAWADd/28Arv+8AKL/agDd/zoAUgCi/ywBOP/lAIv/ewDA/84Arv9kAN3/bwCu/8gA1/+2ANH/9wDj/4EAjQCo/yYBqP+2AB0AmQBeADoAHQCTAJz/tgBQ/84Af/+8AJH/tgAb/z4ByP7FAXb+fwEJ/5MABQAy/3MBh/4gARv/hwDA/0YAbf+qAKj/jQC6/zoAxv/p/wsAZ/+BAH//OgD7/x0A4/9vAB0AIwBAANf//QAFAJMAuv8pAPX/KQApAO//qgDL/5MAtP/IAMv/nwCo/zUAagDR/zoACwCBADUATAAdAN3/RgAvAAUAUgDd/14AtP+NALr/hwDR/wsAKQAXACMA4//A/+P/nP8RAOn/+//v/xcA6f/j/6L/OgC6/yMACwDd/wAA0f8FAMv/9f+0/8v/xv8LAMb/9f+6/67/9f+L/+//qP/v/+n/1//j/6L/9f9///X/tP/R/5H/1//L//X/+//X/7r/uv/v/9H/0f/d/xEAuv8LAN3/4/81AJH/RgDA/7AAov+wAN3/bwA1ACMAFwAdAO//AAARAB0AHQD1/xEA3f8LAAUAKQAAABEAFwDd/1gAFwALAB0AAADj/7r/4/8AABEAKQAvAJb/HQC6/+n/kf/R/8D/AACR/9f/tP/1/+//BQCL/wAArv/1/x0A0f8pAH//IwDL/xcAtP/j//X/lv/d/wUAuv8RALr/FwDX/8v/4//G/+//xv8RAFv/HQBK/0wAYf81AKj/BQCL/+//i/+0/8b/nP/R/8v/wP+o/+//0f+u/wsAy/+0/+n/lv8RAIX/1//R/6j/lv8+/8v/f/9//wsArv/p/23/1/+o/8D/BQCR/xEA3f/X/wAA6f8FABcALwD7/0YAAAAdAEwAtP/7/wsAy//j/+P/3f/X/wAABQBGAMv/BQD1//X/BQDv/+P/uv/7/67/UgCL/zoA3f8RAAAAEQARANH/QACL/ykAKQARAOn/7/8vAOP/BQD1/9H/7/+0/+P/4//L/xcABQApAO//RgALAEYA0f9MANH/AABAAAsAewDj/1IA7/9GAAAA7/81ABEAQAAXAPv/BQAAAFgAAABYABEAagAAAFgALwApAEYAagBMAFgALwBSAPv/agAFALAALwBvADoAnwA6AGQAQAAvAFIAOgBGAF4ARgAdABcARgBAAGQATABAAO//EQDv/zoA0f+BALr/QADv/28AUgD1/wUACwDj/x0AAADX/+//HQCi/wsAqP+u/5H/BQDv/7r/AACu/xcAi/8vANf/FwC0//v/4//p/xcA+//R/wAAwP/v/8v/7/8jAK7/LwBz/wsAW//p/4X/AADX/9H/1//G/93/CwDR/+n/rv/v/5z/XgDG/+//ZAAb/40AqP8jAHn/+//X/+//FwCc//X/HQDA/wAA4/81ACMAEQBeAC8AKQDX//v/4/8vANf/CwDj/x0A7/8AAO//1/81APv/FwDj/xEABQDd/wUAFwDj/9f/+/+0//v/y/8jAPX/QADL/1gAwP8vAMD/y//7/+//+//1//X/4/8RACH/OAGF/1D/qgDOALH+OAF7AIv/WAClAJz/AAC8AK7/NQAdABEALwBqAAsAKQBkAOn/IwD7//v/IwD1/7r/EQDp/+//UgCo/wAAwP+c/3P/3f+o/23/nP+W/3//uv/j/6j/qP/v/5z/KQCo/9f/6f/d/93/CwDp/+n/+//R/0AA6f9SAB0ALwAFAPv/EQCu/wUAuv/p/+//+/8pAPv/BQD1//X/1//X/6L/rv9z/wAAlv/j/7r/qP/L/6j/AACR/3P/i/9K/67/Yf+i/23/rv+u/67/y/+o/5H/0f9t/+n/lv/L/67/xv/R/7r/y//j/+P/EQDG//v/4//d/3//+//j/8D/tP95/8b/qP/G/8v/1//L//v/y//d/7T/1/+o/9H/wP+6/9H/1//d/xcA3f8AAOn/xv9SAJb/XgCo/y8A4/86ADUAEQA6AN3/OgAjAFgABQAFABEACwD1/wAAKQAvAB0AhwAdAEwAWABvACkAOgAjAG8AFwBkAEYAQABYACMARgBMAB0AQAAvACMAEQARAPv/AAAXABEANQAXAEYAHQARAEwA9f86ABcAFwAjAEYANQDd/+n/HQBGAAsACwD7/ykAAAAXADoAQACTAC8ATAD7/ykALwARACMA7/9YAOn/QAAXAAsA+/8LAOn/EQALACMARgARAFgACwAdACMABQALAPX/HQBkACMANQALAFgAFwAdAFgACwBqABcAjQAdAG8AEQD7/+//AAD1/0wACwBMAPv/LwA1ADoA+/9vABEA7/8jAAUAKQDR/14Auv86ANf/CwARAAAA4/8dAKj/TACc/+//6f/R/xEA3f9AAK7/6f+c/+//+/+o/8v/wP/X/0AA4/8pAPv/4/+6/wAAKQCu/wUA9f8FAPX/1//1/+//0f/v/0YAAABMAC8ANQD1/93/tP/R/2f/uv+c/5z/kf/L/4X/nP+0/3P/hf95/+P/ef/G/8v/rv/L/23/kf95/8D/qP/1/5b/tP+6/9f/hf/p/5H/tP+L/67/tP9Q/8b/c/+6/5b/f/+o/7r/y/+6/8v/y//X/+//kf/X/4X/1//L/7T/6f+i/+//y/8AAMv/7//p//X/y/8LAN3/+//X/wAAEQDj/xEAwP/A/+P/4/8FAPv/7//j//v/+/+0/wUA4/8AAPX/wP8XALr/BQDd/xcA9f/v/wAA7//7/9H/CwAFADUACwDp/ykACwDd/y8A0f8XAMD/CwDd/xcA6f8XAMv/wP+i/7r/xv+o/y8Axv81AMD/EQDp/1IA1/9kACMAWAAFAFIA7/+BACkAXgAXACMANQBeAHsAkwCHAF4ALwAvAGQABQCBAFgAhwBYAJ8ACwCTAOP/hwApAGoAbwBvAGoA4/97AAAA+//v/yMAAAApAGQAFwCTAFIAdQBkAG8A9f9GAF4AjQApABcAHQDG/67/y//v/x0A6f/L/zUA3f8jAMD/UgDd/yMA6f8AAB0ARgD7/0wA0f8RAK7/y/+6/8v/BQCW/yMAhf/7/2f/FwCu/+n/f/+L/9f/i//A/5H/0f+o/+P/tP+o/5H/lv/R/3//+/+o/+//rv/1/6j/CwDR/93/HQAAANH/EQALAPv/NQAjAEwALwARAMv/QADL/14AAAAXALr/LwDG//X/FwDj/8b/EQDA/8b/0f/d/wUAuv/1/4X/4//G/x0A1/8XACMABQDv/5H/IwCR/9f/c//j/5z/FwDR/+n/CwCu/wAA4//R/+P/CwDR/wUALwDX/yMACwA1AO//+//X/+P/HQDd/yMA0f8XAOP/BQAvAOP/1//d/6j/ZADG/wsAwP/d/67/7//L/xEAFwD7/+P/wP/X/wUABQARAOn/AAAjABEA3f86AAsAAAAvAMD/HQDR/xcAFwAXAOn/BQAdAN3/IwCW/y8ACwDd/+P/0f/X/67/1//A/7r/0f/d/8D/tP/d/8v/4//7//v/4/81AEwALwD1/y8ACwA6AC8ABQBAAOP/CwAjAEYANQAdACMAAAA1APX/CwBeALr/WAD1/0YAAAD1/yMAnP/1/8v/uv86ABEACwDX/+n/BQDR/9f/lv+c/wAAnP/1/1D/bwBW/+//i//G/wAA1//v/3P/AABn/xEAtP8RAN3/IwAAAOP/OgCu/wAA4//R/+P/0f8LANf/AAAFAN3/9f/X/wsA6f8dABEAFwDX/y8A9f8jAO//FwAAAOn/4/8XACMACwApAOn/EQDp/wAAxv8XAPv/1/8pAMb/IwDX/1gAtP8vAH//XgAFAB0AdQD7/zUA+/9YAAAAewALACkAWAAjAAAAWAD1/0YA7/8AAEAAIwAvACMAwP8jAOn/XgARACkA+/81ADUA+/9MAPX/1/81AMb/IwD7/ykA4/9AANH/AAC6//v/0f8FAAUAwP+2ALr/OgDX/2oA0f8vABcAEQDd/wAABQDj//v/9f8AAMb/nP8FAMv/HQCu/yMAqP/R/9f/qP/d/8b/y/+i/wAAwP8FANH/7/+o/+//1//j//v/rv+W/7r/0f/R/+n/xv9YAK7/+/+R/93/0f/X/5b/uv/7/8D/kf/d/8b/9f/R/8b/7/+0/x0Arv9AANH/WAD7/2QAgQAjAF4A3f8pAAUAQAD7/2oAIwBAAAsA9f8FACMAFwD1/0AAHQAFAFgA6f8pAEAAXgAdALT/RgA1AG8ALwDv/8v/jQALAEAAtP/d/9H/+//j/+P/0f8dAAUAAADj/y8ABQApAOP/4//R/8b/FwDp/+//9f/1//X/6f/7/9H/BQARACkA6f8FAN3/CwAjAOP/1//R/ykA9f/v//X/9f8LAOn/9f8XAPX/CwDR/x0AIwDd/wUA3f/L/9H/uv/R//X/AADj/93/lv/G/7r/4//L/9f/3f/7//v/EQDv/wUA6f/d/+n/4//A/7r/1/8AAAAAxv/1/+//HQDX//X/6f/R/8D/6f/G/8D/1/8LANH/rv/d/5z/HQCR/x0Aov/p/9f/ov+L/6L/0f/X/7T/0f+i/8D/ov+c/8D/rv+W/6j/hf95/7r/c/+L/3n/bf9b/5H/wP/7/wsA1/8XAMD/wP/p/7T/c/+o/7T/9f+R/9H/i/8FAIv/IwCo/xcAAADp/0AAEQBGAO//WAAjAEYAEQBqAEYAnwALALwAQACBANf/WADv/zUACwAvAFIAUgBSAB0AZAAAAFIA7/9MAEwAgQAdADUARgApAEAARgBqAAUAmQD7/6UACwC8AAAAewAvADoARgBYAFgAjQAvAG8AUgARADoALwBqABEAIwAAACMAKQAdADoAQABqAAsATADd/+//9f/1/wsABQBYAMv/ZAAAAC8ALwAjAEYAQABYAAAAKQAjADUAFwARACMAAAAdAPX/LwAAAEwAuv8RAB0AwP9MAIX/OgBz/zoArv8vAKj/CwCi/0YArv8AADUArv8jALr/BQALAO//EQAdADUAy/8XAAsA7/9GAMv/9f+c/14Ay/9MAMb/BQD1/6L/WABk/gkBO/4AAiP+EgIg/QwC3P3dAYH+tgCH/h0AVv8FAMb/bf/1/9H/RgCo//X/tP/X/+n/+//A/5b/1//p/wsATACo/wAAuv/7//v/KQCR/wUAuv8RAN3/OgC6/9f/FwDR/1IA6f/p/+P/AACF/+n/i//p/0r/nP95/6L/ef9b/6L/Mv9SANf/4//7/+n/KQA1AMv/OgD7/+//xv8vAMD/BQDX/wUABQA1AJz/4//G/zoABQB7AB0ABQAvADUAXgAdAB0Arv9SAJz/HQBGANH/CwDA/xEAtP9YALr/bwDR/y8AEQDL/xcAy//X/+n/6f/d/0YAef8pAK7/+/+R/6j/rv/G/+P/wP/j//X/9f/j/7T/1/+o/8v/+/+6/+//ov/v/3n/kf9E/3//bf/A/4X/rv9K/7T/lv+u/8D/lv9Q/8D/nP+W/+//tP/G/5b/ov95/3n/tP9//3n/Yf+i/2f/6f9t/93/RP+6/4v/CwCo/9f/lv+0/5b/BQCo/3sAk/4y/7wAzgB1ADUAXv5E/9f/nwLx/PgCSf1zAXsAogE+/3//1AAV/wwCW//G/84AqP/OAB0A1AAb//0AEQApAGQAuv/7/28AagA1AFgA+//p/14AXgAXAHUAHQAAAF4AIwCTAJMAUgBeADUAUgALAHUAKQBeAEAApQB1AGoACwCNAHUAnwApADUAZABYAF4AhwB7AAAAQAA1AGoARgCwAJH/vADd/8IAQAC8ABcAIwAdAFIAhwDp/5MALwCfAOP/EQAXAEAAKQApAIEAKQA1ABcAOgAvAC8ANQA1AFgAWAB1AC8ALwAjABcAagBMAFgAjQAXAFgAIwAFACkAHQAdAO//AADv/ykAKQARAO//1//v/x0AAAAjAPv/HQARABcAQAD7//X/9f8LAN3/NQDp/x0ABQALABcA3f8dACkAxv8LAN3/CwAAAAsA0f8XALr/qP/G/x0AtP/7/9H/i//p/8v/1//G/4v/rv/A/6L/CwCi/7r/ov+0/5b/tP95/8b/f/+o/23/7/9//67/i/+R/5b/rv+0/8b/4/+L/9H/4/9t/9H/ov+0/4v/uv+u/5H/0f/G/5H/Yf+R/5H/rv/X/8v/kf+W/5z/c/+R/3//Sv+L/23/ef+W/8D/lv+0/5z/nP+o/8D/uv/x/i8AbQGqAPr9Q/1z/y8CnwIG/mH9pf7FAYEA4P57/lgAWwHA/0b+tv5MAI0AXgBW/3//6f+i/+v+W/9vALwA7/9b/67/EQAjANf/rv9eADUA4/+W/+n/HQBeABEAKQAvADoA7//v/93/UgBYAO//xv8FAPX/9f8XAMv/QAApACMAAAAvACMAFwBYAAsAIwAXAEAAIwA1ACMANQB1AGQAUgApAC8ABQA1ABcAUgA6ADoA7/8jAOn/dQBYAAsAWADj/xcA6f8RALr/agD1/40A9f8RAEAANQAAAOn/NQBMAG8ABQAdAFgAOgBYAPX/AAAdAFIAWADj/40AQACBAOn/HQBMACkAkwALAB0A1/9SACkANQAFADUAHQAXAOn/QADd/wsA6f/d/+//FwAXAK7/7//1/zUA0f+c/wUA0f86AMD/7/+W/wUAxv8RAMb/rv+o/7T/FwDR/9H/4//L/x0AtP/L/3n/9f8dAFIACwDp/x0ATAARAPX/AADv/xEABQD1/xEAUgA1ABcACwARADoANQALAOP/4/9AABcA6f+6/93/HQDR/+n/nP81AC8ARgDA/5b/wP/d/xcA1//d/9f/+/8AANf/wP8AAAAAy/+u/67/AAALAAUAy//j/wAA6f+0/8D/AADj/5H/+//p/ykA9f/A/8b/7//7//X/AAD1/ykACwAXALT/WAAAAC8A7/8jAAsAZAA1AEAAOgApACMAFwDv/0AALwAdABcAEQAFAO//0f/p/+//6f8FAKj/9f/X/8b/wP/G/9f/9f/G/1IArv8XAJb/CwD1/7r/wP+R/8D/rv/L/5z/rv/G/+n/xv/p/7T/AADv/9H/6f/R//v/7//p/+n/AADj//X/4//j/xcA7//d/wUA9f81APX/9f/7/x0AIwAAABEAxv/X/+P/1//d/xEA0f/1/wAABQAFANf/9f8RAAUAIwALABcAFwD1/9f/3f/L/6j/wP/X/+P/wP/R/+//xv/j/+n/3f/d//X/xv/p/7r/1//X/+P/qP/L/67/f/9YAPX/0f8FACMA1//j/+//rv8vAPX/KQDd/wUAef8jAKj/6f+0/7T/FwC6/zUAwP/p/5b/7/+6/7T/KQC6/ykA3f8dAOn/AAAFAEAAOgARAAAALwAFAO//FwA1ACMACwD7/+//QAALABcA+/8FAAAA+/8AAEAACwBSAB0AIwBAABEAXgDj/zoAHQBMAC8AQAALAPv/+/8pAPX/QABMAPv/UgD1/14AQABGAB0A6f9MAEAAagAjAI0ANQCBACkAOgDG/y8AOgAdAMD/EQDd/zUAbwD1/wAA6f8vAJz/9f/L/x0Ay/9kAAAAQAALABcAAAA1AB0AEQA1AMv/+/8RANH/7/8RAO//+//R//v/CwApAN3/FwD7/93/CwC0/wAAnP8dAMb/1//v/8b/1//G/wAAxv/v/9f/xv+6/67/xv+0/9H/tP/v//X/BQDv/7T/6f/A/wAAy//d/+n/BQD7/+n/BQDp/wsAxv/d/67/1/8XAPX/BQDL/+//EQALACkAtP8RANf/3f+u/+//hf86ALr/XgBQ/zUAXgBn/ykAYf+2APf+kwAm/14AYf9MAMb/uv8pAOn/+//R/+n/AAApABcA0f/A/yMABQBYAAAA7//j/xEAFwDp/yMA1//X/+P/y//A/+P/3f/A/6j/uv+6/7T/kf+i/4X/kf/G/7T/0f+0/8v/7/+6/wUAov/R/8v/9f/d/8v/6f+o/xcABQAjAPv/+//v/yMA6f/7/zoANQA6ADoAUgAdABEANQBkACkAUgARABEAEQAdAAsAQAA6AFIAXgBeAF4ARgAvACMANQAvADoARgDv/y8A6f8LAO//9f8XAOn/IwALAPX/1/9AAPX/KQAXAC8AIwA1ABEAFwAFAC8ARgAFABcABQAdANH/9f/R/ykAtP/A/8b/uv/j/7T/y/+0/9H/wP+0/67/ov/j/8b/rv+u/6L/tP+6/5z/1//A/7r/qP+i/9H/nP/d/67/1/+u/+n/xv/v/8v/1//G/+n/3f8AAAUA4/8XABcAOgD7/xcAXgARAFIA3f9AACMAHQAXACMA7/8vAB0AHQAAACMAEQD7/+//7/8jAOn/QAAjADUARgAFABEA4//d//v/CwD1/zUACwD7/+P/7//R/+//AAD7/+P/9f/7//X/9f/7/+n/y//G/93/0f/7//X/BQAAAAAAAADv/+//1/8vAAsACwD1/+n/BQD1//v/HQARAAsALwAAAAAAFwApAO//7//d//X/KQALAAAALwAdAC8A1//1/y8A9f/d/wsA+/81AOn/BQDR/wsAHQDp//X/CwALAAAA9f9GAAUAEQDd/xEABQARAO//7//j/+//BQCW//v/4//p/xEANQAXAFIALwAXACMA+//7/x0A+//1/x0AEQDp/zUA4/8RAB0AFwAvAB0AOgBMABcAAAAjAPv/LwApAAAABQD7//v/HQDv/9f/9f/A/8v/CwDj/+//xv/7/9H/7//A//X/KQAAAPv/LwAAABEAtP/7/5b/4//G/xEAqP/L/9f/ef/d/6L/OgBh/wUAUP8AAMv/tP8LAJz/9f/X/wAAwP+6/wAAtP/v/9H/7/+i/+P/6f/j/8v/1//A/93/3f/p/93/xv/p/8v/KQDd/wAAAADR/wAAxv/v/9f/3f8AANf/AADd/xEA3f/j/+P/HQD7/+P/y//j/xEAxv8XAPv/CwDX//v/9f86AAUABQDX/wsABQAjACMABQAAAMD/CwD7//X/RgD1/x0A7//G/+//0f/X/8b/BQCo/wAA0f/v/8b/6f/R//X/3f/d/8v/3f/d/7T/1//A/+P/uv+u/8v/CwC0/+//9f/v/+P/FwD1/ykANQCi/y8A+/86ANH/TADG/xcAAADv/x0AHQARAPv/WAAvAGoAEQAdABEAIwAXAAUAIwApACMAKQAjAEwAOgBkAEYANQBGABcAEQBAAEYARgBqAEwAQAA6ACMAOgAvABEAQABGACkAbwBYACMAHQAdAAsABQAFABcACwAjAOn/BQAjANH/BQARAO//EQC6//X/y//7/9H/9f+0/5H/y//d/8b/3f/A/8v/bf8dAJz/hf/L/8D/nP9n/+//lv/A/7T/qP+W/2H/kf/X/8D/y//L/8b/tP/A/4v/y//A/9H/4//v/8v/HQDR/9f/xv/L/7T/y//d/93/EQDR/8v/3f/R/wAABQAAAOn/AAApAAUAQAApAFgACwDv/zoAHQBAADUATAALAG8ARgBGAC8AXgARAPv/3f8XAPX/QAAAAN3/6f8LAAUAKQD7/y8AAAALANH/OgD1/0wAWAAXACkA3f8dAAUAHQDv/wUAy/8RANf/CwDj//X/BQCu/9H/wP8AAMD/+//j/8D/CwDX/93/LwARAMb/+//L/+//uv/v/9H/6f/p/7r/EQDd/7T/9f/G/x0A+//p/yMA4/8FAO//HQD7/wAA1//v/+P/+/8AAMv/7/8RAAUAFwARAAUA9f8FAAUAIwAAACMA4/8dAPv/AAAvAN3/AAALAO//7//v/8v/4/8jAN3/EQD1/wUAFwAXAB0A4//v/wsA+/8XAPX/+/8pAFIALwBSAB0AQAAXABEANQAAACkALwA1AB0A9f8pAC8AFwAdAAsACwAAAO//1/86AAsA+//p/wsA1//1/+//1/8AANH/6f/7/93/9f/p/+n/3f/p/wUA9f8FANf/4//v/+P/xv/d/93/9f/X/xcA1//R/8v/wP+6//X/xv/p/wAA7//j//v/3f/R/9H/AADA//X/6f/A/93/xv/A/6j/uv/R/9H/AADd/+n/xv/p/9f/4//v//X/+/9GAN3/FwBGACMAKQBGAAsAIwARAAUAEQARANf/AAARAMv/CwAFAN3/3f/R/9H/UgDR/zUAqP8jAFD/qgCc//X/xv+0/9H/9f8LAJb/AACW//v/wP8LAN3/BQDA/+//4//7/xEA3f8RAN3/+//1/93/9f/j/+n/7//L/8b/y/+o//X/AADA/wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAPv/+//p//v/3f/L/93/3f/X/+P/7//d/9H/1//d/+//6f/j//X/HQAdAAsA+//1/+n/7/8FAPX/+//p//X/+//1//X/9f/R/+//6f/j//X/7/8LAPv/KQALAAAABQD1//v/FwD1/+//7//p//v/7/8AAOn/+//7/wUABQAdABcAEQAdABcAEQD7/wsABQAAAAAA9f/v//X/7/8FAPX/7/8FAPX/6f/1/+n/CwAAABEAAAARABEAKQBAADoAIwAjAB0A7//p//v/+/8RAAUACwD7/+P/6f/p/9f/0f/j/8v/4/8AAPX/AAApAAAACwAFAAUAEQARAB0AEQD7/x0AIwAdAB0AEQARAAUA7//v/wsA9f/v/+//4/8AAPX/7/8AABEAAADj/+//9f/7/+n/6f8AAOn/9f/X/93/6f/v/wAA+/8FABEAAAALAAUAAAD7/wUACwALAPX/CwALAPX/BQDv//X/7//7/wAA+//p/wUA3f/R/9H/0f/p/9f/6f/d/+//7//v//X/6f/G/8v/1//d//X/7//p/+P/6f8RAAsAFwAjABcAEQALABcA7//R/9f/7//v/wUAEQARAPv/CwARAPv/AAD7/+//7//1/+n/AADv/wsACwAFABEA9f/7/+P/CwD7/wAA3f/7//v/6f/1/93/BQDv/+//9f/7/wUAAAALAAUA9f/7//v/9f8FAAsA7//p/wUA7//p//v/7/8AAAAA6f8AAAUACwAFAAUAIwBAAC8AEQApABEAIwARAAUA7//p/wsA+//7//X/9f/X/+//4//v/93/y/8AAN3/6f/7/+n/+//1/93/3f/d/+P/3f/d/+//4//L/+P/1//L/+P/3f/v//v/6f/1/9f/+//d/+P/9f/7/wsA9f8AAAUA6f/X/+P/6f/1//v/AAAFAAUA9f/7/93/+//1/93/0f/X/+P/3f/7/8b/3f/X/8D/0f/d/+P/9f/j//v/AAD7//X/EQAAAOn/9f8RAAUA9f8FAAsAEQDv//X/4//v/wsAEQAFAAsA7//1//v/9f/v/wsA7//1/wUA3f/7/wUAFwAFABcA7/8FAO//9f8LAAUACwAAAAUAEQALAAAACwD1//v/6f/v/9f/AAD1//X/AAAFAAAAAAAAAAUA7//j/wUA+/8AAPv/EQDv/+n/4//1/wAABQD7/xEA+//7/wsACwALAPX/EQALAAUABQARAPv/+//v/wAAEQDv/wAA9f8AAOP/BQAAAOn/BQD7/+//3f/v/93/9f/7/+//EQAFAAAAFwAFAAAA7//1/+n/7//p/wAA+//1/wAA6f/v//X/7/8AAOP/9f/1//v/6f/7/wAA6f/1/wAA+//1/+n/+//p/9f/6f/v/wUAAAAAAAAA+/8LAO//9f8AAPv/BQD1/+n/6f8AAO//BQDv//X/4//1//X/CwAdAO//AAD7/wUABQAXAAUAHQALABEAIwARABcACwARAAUA+//7/+P/4//1/wAA6f/7//X/BQD7/wsAEQAXABcAHQAdAAsA+/8jAPv/AAD1/+P/+//j/wUA+//1/+P/4//R/93/y//1//X/9f/p//X/7//p/+P/1//1/9H/+//1/wUA+//1/9f/6f8AAAUAHQAjAAUA+/8RAAUABQD7/wAACwAFAOn/6f/1//v/AAD7//X/CwD7/wUABQD1//v/CwALAOP/6f/X//X/7//v//v/4//d/9H/1//X/8v/1//X/+//6f/v/+n/1//v/+n/+//p//X/9f8LAAsA7//7//v/9f/p//X/3f/j/93/1//v//v/9f8AAAAACwALAPv/9f/L/9f/y//G/93/4//1/+//6f/p/+P/AAAFAPv/+/8FABEAFwAXAAAA6f/v/93/uv/R/+P/4//p/+n/EQD1//X/7//v//X/AAAFAO//+//v/+//6f/j/wUA7//1//X/AAD1/wAA7//v/+P/3f/v/wAAAAD7//v/CwD7/wAA9f/7//X/+//1/wsAFwD7/wAABQDp//X/CwDv/+n/9f/1//X/7//7/wAA7/8FAO//AAAFAB0AKQAvADUALwA6AEAALwA6AEYAIwApAAAACwDv//X/9f/X//X/6f/7/xcACwD7/wUA7//v//X/4//v/wAABQD1/+//0f/G/9f/xv/p//X/9f/7//X/7//1//X/9f/j/9f/y//p//X/9f/j//v/7//d/+//wP/X/9f/6f/X/+n/6f/p//X/7//v/+//AADp/x0ACwAAAAUA9f/v/wUAHQARAB0ACwAjAAsAFwAdAAAAAAARACMAEQAFAAAABQD7/wAA4//v/+//9f8FAAAA4//1/93/4//R/93/4//p/+P/9f8LAPv/AAD1/+n/7//p/+n/6f/v/+//1//7/+//9f/1/+n/7//X/+//9f/1/+n/6f/j//X/AAARAAUACwAAABEAFwAdABcAIwApABEAAAARABEAHQAjAPv/AAALAAAA7//7/wsAFwAAACMA+/8LAPX/4//7/+n/FwAAAPv/BQDd/+n/AADp/93/7//p/+n/BQD1//v/6f/7//X/7//R/9f/9f/v/wUACwALAAUA+//v/93/9f/j//v/BQDj//X/AADp//X/9f8XAB0AAAAAAAAA0f/R/8v/0f/d/8v/6f/v/9H/1//v/8v/4//d/+n/0f/R//v/7//1/wUA7//d/+P/y//d/93/6f/1/+//+//1/+n/9f/j/+//7//d/93/7//v//X/AAAFAO//6f/7/xEABQALAAAA+//7/xcACwARAAUAHQAXAAsAIwAvAAsAFwAdAAAAAAD1//X/+//X/+P/y//G/8v/1//X/+n/1//7//v/6f/7/9f/7//p/wsAAAD7/wUA+//p/wsA9f/1/+//9f8RAAUACwAAAAUAFwAFAOn/6f/j//v/9f/1/wsACwAAAO//9f8AAAAA9f8FABEAAAAjAAAA+/8AABEAAAAXAC8AFwAdAAUAHQAdABcACwARAB0AIwAXACMAIwARABEAIwARAAAABQALAB0AIwAdACkACwD7//v/BQDv/+//BQALABEA9f/d/+n/6f/v/+n/AAD1//X/4//j//v/4//L/7r/xv/d/9f/6f/j/+P/7//p/+P/0f/G/8b/1//d/+P/3f/R/8v/9f/7/9f/7//7//v/4/8AAAsA+//v/+n/AADj/9H/+//j/8v/4//R/+P/4//G/8v/6f/7/+//7//v//X/4//1/+n/6f/7/xcAHQApABEAEQAFAPX/+//1/+//1/8AAOP/6f/7//X/AAAAAPX/BQD1/+n/7//p/+n/3f/7//v/3f/7/+P/6f/d/9f/3f/L/93/3f/X/+//9f/7/wUA9f8AAAAA+//1//v/AAAFAAUABQAAABEAAAD7//v/6f/v/+//BQAAAPv/+//v/wsA+/8LAPv/BQARABEABQALAAsACwAFAO//BQAXAAUA6f8AABcAEQD1/93/9f/j/+P/4//p/+P/BQDp//v/9f/d/wUAAAAAAAUACwAXABcAFwAAAB0AIwALABcACwALABEAFwARAAsAFwALAPv/4/8AAB0AKQAdAAAABQDd/9H/9f8FAAUAEQARABcAEQDp//X/9f/R/+P/9f/1//X/BQD7/+n/AADp/+//CwALAAsABQALABcABQAAABEACwAXAPv/CwALAPv/EQALAAUACwDv/wAA9f/1/wUACwD1/+n/6f/X//v/9f/p/8v/1//v//v/7//v/wUA3f/j/+//7//7/wsAAAD1/wAACwD1/xcAEQD7//X/0f8FAAAAAADj/+P/9f8AAPv/7//v//X/9f8AAPX/+//7/+P/9f/1//v/BQDv/+//AADv/+//7/8AAOP/AAAAAO//+//p/+n/4//7/+P/6f/j/93/0f/A/93/1//j/9f/4//X/+P/7//7//X/y//X/9H/y//d/9f/7//v/+n/6f/j/+//4//d/8D/0f/A/9H/y//d/9H/1//X/+n/4//X/93/0f/p/+n/4//R/93/y//L/93/3f/d/+//4//p/9f/6f/p//X/CwAAAAsA9f8RAPv/7/8FABEABQAdACMAEQARABcAEQAXABEAFwAFAAAAAAAAAAsAFwAdABEA+/8FAAsA9f/7/9f/3f/d/+//EQAAABEACwD7/wUAIwAjAAsAIwAjACkAIwAXACMAFwAdACkAFwARACMAFwARACMAHQAdACkAIwALABEA9f8AAO//BQAXAPX/4/8AAO//6f/j/+P/0f+0/9H/6f/v//v/9f/j//v/+/8FAO//7//7/wsABQAFAAAABQD7/wUACwAFAAAABQDv/wsAHQARAAUA9f/7/+n/7//1/+n/EQAFAPv/9f/p/+n/y//p/+n/+//d/+n/7//L/+n/7//L/7r/3f/L/93/6f/v//X/9f/X/93/7//7/wAA+/8XACkAAAAAAPv/7/8LAO//BQD1/wsAFwAdABEA+/8FAPX/CwAFABEA4/8AAAUA9f8LAAAA+/8FAAUACwAFAAsA7/8AAOn/1/8AAPX/+/8LAAsABQAAAAUABQD7//X/AADv/+n/9f/v/wsA7//j/wUA7//L//v/AAAFAPX/BQD7/+n/7//p//v/EQAdABEACwAFAAUA9f8AAAAA+//v//X/1/8AAPv/AADj/8b/4//A/9f/1//v/9f/4//1/9f/3f/j/93/7//v//v/+//v/+P/3f/1/+//6f/v/wUAAAALABEAHQAXAAsAIwAAAO//AAAFABcA9f/1//X/AADj/9f/6f/v/+P/6f/v/+P/AAAFAB0AAADv//v/+/8LAB0ACwAdAPv/9f/1/wAAAADR/9f/7//R/8b/y//R/8b/1//j/93/1//1/+//0f/R/93/3f/j/93/1//X/+n/4//p//v/+//1/wUA9f/7/wsABQALAO//AAARAO//6f/p/93/9f/j//X/AAAFAAAABQAFAO//CwAFAPv/6f/p//X/1//d/93/0f/j/+n/4//p/+n/6f/v/+P/CwD1//v/BQAXACMAFwApACMAAAAFAAAAEQALABEAKQAXABcACwAAAAsAAAD1//v/7//7/wUAAAD1/wAA1//1//X/9f8LAPX/BQD7//X/4//p/+n/6f/1//v/7//1/x0ACwD7//v/7//p//v/AAAAAPv/BQALAAUAAAD7//v/CwARAAAACwAXAAUABQALAO//6f/7//v/+//p/+n/7/8AAAUACwAXAAAABQAjABEAHQAFAB0A9f/1/+P/1//X//v/6f/d/+//3f/v/8b/4//1//v/7/8FAAsA9f8RABEA+//7/93/+/8LAAAACwAFAAAABQARAO//+//7/wAABQDv/wAABQDv/wUA9f/d/+//+//v/+P/AAAAAOP/4//p/8b/1//j/+n/9f8FAAsACwAAAAsAHQDv//v/BQARAO//+/8LAPv/9f/7/+//7//d/+n/9f/1//v/7//v/+P/y//j/+n/4//v/+//+//j/93/6f/R/+n/3f/R/93/6f/X/+P/4//j/+n/3f/R/+n/9f/p/93/+//7//X/AAD7/wUA9f8LAB0AAAAAAAUA+/8FAPv/+/8LAAsABQALAB0AHQALAPX/CwAAAO//+/8AAAsAEQAAAOn/6f/j/9H/+//7/+n/1/8FAAUA9f8dAAsABQARACMA+/8XAAUAEQD1/wUABQAFAAAA7/8AAAUA7//X/+//4//v//X/6f/v/+P/BQDX/8b/xv/L/8v/1//7/93/3f/d/9H/4//L/8D/wP/A/8v/y//d/93/6f/7/+n/AAALAO//9f8LAPX/9f8XAAsAEQD7/+//6f/1/+//+/8jAAUA+//7/xcAEQAdAAsACwAFAB0AHQALAAAAAAARAAUABQALAAsAHQALAAsAAAAdAAsABQAdAAsAKQAXAB0A+//p//X/AAAAAB0AFwAdADUALwAdABEAFwD7/wUAAAAFAOn/+/8FAO//4//1//X/4//v//v/EQAAAAAAAAD7//v/9f/v/9f/3f/j//v/7//1/+n/9f8FANf/4//X/93/7//d/+//1//G/9H/y//X/9H/1//R/93/7//L/+n/1//d/93/0f/p//X/EQAFAOn/7/8XAAAAAAAAAPX/7/8FAPX/BQD1/wAA7//1/wsA4/8FAOn/6f/d/+P/6f/R/9f/7//v//v/9f8LAAUAAAD7//X/7//v//v/+/8FAAAA9f/j/+n/7//j/+//9f/L/+n/7//X/93/0f/p/93/y//X/+P/BQAAAPX/+//7//v/+//p//v/9f/7//X/+//7/wUABQAdAAAAFwALAPv/EQAFAAsAAAAFAAUAFwARABcACwD1/wUA9f8AAPX/FwD7/+//3f/p/wAA3f/j/93/3f/1/wAA+//7/wUA7//d/+P/BQDj//X/BQAAAO//CwARAAsABQAFAAUABQALAAsAEQAAAPv/FwAXAAsAIwAXAPX/6f/1/wAA9f/1//v/+//1/wAA7//j//v/6f/v/+//7//j/+//CwDv/wUAAAAFABcAFwAXAAUACwDv//X/4//j/+P/1//v//X/EQD7//X/BQDp/93/9f/1//X/CwARABEAAAD1//X/BQAFABcA+/8AACMALwApAAAABQDp/+n/4//1//v/+//1//X/BQDp/wAA9f8FAOn/6f8AAN3/6f/d/+n/0f/L/93/0f/R/9f/9f/p/wAAAADp/+n/EQD1/xEAFwD7/wsAAAAAAAAACwD7//X/HQAjABEAEQAFAAUABQDj/+//4//d//X/9f/1/xEAFwD7//v/9f/p/93/+//d/wAA6f/v/+//3f/p/+n/AAD1/yMA9f8AAAAA+//7//X/4//1//X/FwALAPX/AAD7//X/+//R/+P/1//d//X/0f/X/+//7//j/8v/4//v/93/3f/j/+n/4//j/+P/3f/L/6j/uv/G/8b/1//R/93/0f/X/8D/y//d/+//BQD7//X/7//d/93/+//d//v/CwALACMAIwALAAAABQAXABEAQAAjABcACwARABcACwARAAAAAAAFAAsAEQARAPv/+//7//v/BQD7//v/9f/j/+//AAAAAOn/9f/p//v/+//1/+n/+/8FAAUABQALAPv/CwARAAsA9f8AAB0ACwARAAsAKQARAB0AIwAFAAUACwALAAAACwALAPX/AAAAAPv/+//7/wAA4//j/+P/4//R/9f/7//v/+//CwD7/+//9f/1/9f/7//p/+//BQD1/wsABQALAPX/4//7/wsA9f8FABEAAAAAAAsABQAAAPv/FwAjAAsA9f/1/+n/1/8FAN3/3f/7/wUA+//1/wsA9f/d/+P/4//1/+P/9f8LAO//3f/7//X/9f/7/wUACwD7/+P/+//v/+//7//j/+//7//j/93/7/8LAPv/AAAAAO//0f/X/+//xv/j/9H/1//v/+n/6f/R/9H/6f/d/93/9f8LABEA9f/v/+//3f/1/wAA7//v/+//7//d//X/9f/7//v/7//v/+P/4//X/+P/4//d/93/4//1/xcAEQALABEACwARAB0AEQAXABEACwAXABcAFwAFABcAEQD1//v/CwD7/wUAFwALAAsA+//v//v/AADv/xEACwD7//X/AAAFANH/1//X/+P/BQALABEAFwAFABEAAAALAAUAAAALAAUAEQAAAPX/CwAAAAUA+/8FABcAFwAXABEAKQAjACMABQARAAsAEQAdAAAA7//7/+//9f/p/+n/xv/R/9H/wP/d/9f/7//p/93/0f/d/9H/7//d/8v/4//L/8v/0f/p//X/9f/1/+n/7//p/+//+//p/wUA7/8FABcACwAdABEALwALAAAACwDv//v/9f8RAPX/EQALAPX/+//7/+//3f/v/+P/1//X/93/3f/L/+//6f/d/+P/4//v/+P/3f/X/9f/9f/v/+n/AADp//X/6f8FACMACwAFAN3/7//p/+P/3f8AAOn/9f/p//X/9f/v//v/9f8AAAsAEQALAAUACwARAAUAEQAFAAsACwARAB0ACwD7/wUA+/8AAPv/+//7//X/BQD7/+//+//v/+n/4//v//X/AAD1/wUAAADv//X/+//v//X/AAAAAAsAEQAFAPv/AAAFAAsA9f8XAO//BQAAAO//+/8RAAsA9f/7/+n/CwD7/wsAAADv/+//AAALAAUA+/8AAO//9f/v/wAA9f/j/+//+//d/+P/AAD7/+//6f8AAO//4//7/+n/+/8RAPv/BQAAAAUA7//1/+//9f/1//v/AAALAAsAAADp/wAAAADp/9f/3f8AAPv/9f/p/9f/3f/d/+//7//v/+P/0f/v/+n/7//v/93/4//X/9f/7//j/+P/3f/v/8b/0f/j/+n/+/8RABEABQD7/+P/BQD7/wsABQALAAsAOgARABEAEQALAAsABQD1/+P/EQAFAAsA+//p//v/+//1/+//+/8LAAsA9f/p//v/0f/p/+n/9f/d/+P/HQAXABcA7//7/+n/+//v//X/7//p/wAA0f/7/+P/+//v//v/9f/d//X/9f/7/xEAAAALAAUABQAXAAAAAAAAABcACwAAAO//7//p/93/4//R/93/3f/p/9f/3f/X/9H/6f/p//v/6f/1//X/3f/1/+P/BQD1/+//6f/j//v/6f/p/93/y//R/+P/uv/X/93/4//j/+n/6f/v/wAAAAAAAPX/9f/j//v/4//p/+n/HQDp/wUABQAXAPv/EQAXABEAFwALAB0AHQAjAB0ALwALAPv/4/8FAPv/CwAXAAUABQD1/wAA4/8LAPv/4/8RAO//AAAjACkAFwALABcABQALAAAACwARAPv/+/8RAAUAAAARAAAA9f8FAAAA+/8RAAUACwAjABcA+/8AACMACwAdABcABQD7/wsAAAD7/wAAAAD7/+P/4//j/+n/AAAFAAAAAAAAAPX/AAAjAB0AHQD7//X/+//d//X/1//v/+P/6f8FAPv/+/8LAAAA3f/7/+//CwALAPv/6f8LAN3/6f/p/93/3f/d/+P/6f/1/wAA6f/j/+P/7/8RAAUABQALABEA+//1/9f/7//p/+//1//v/9f/3f8AAN3/7//d/8b/3f/j/9H/xv/X/+//0f/j/8b/3f/L/93/9f/v//v/+//7//X/6f/p/+P/4//p/+n/CwD1/+//9f/p//X/9f/7/9f/3f/1/9H/6f/d/8v/xv/L/9f/1//d/+//6f/j/8v/0f/R/93/4/8FAAsABQAAAO//AADv/+n/0f/R//v/+//1//v/CwAFAAAAAAAAAAUACwALAAsACwAjACMALwAXACkACwARABcAFwALAAAAEQD1/wUA+//7/wsACwALAAAA9f/v//X/9f8LAAsA+/8RACMACwAXABcACwDv/wAA7/8FAO//9f8RAAAABQD7/xEA+//v/+n/9f/p//X/6f/p/+P/BQD1//v/AAAAAAsA9f/7//v/BQAAAPX/+//7/xcAIwAXAOn/AAD1/+//AAARAPv/4//p/+//6f/p/+P/6f/1/+n/9f8AAO//CwAFAPv/FwDv/+n/3f8AAPv/7//1/+//9f/7/wAACwAAABEAFwALABEABQALAAUACwDv/+P/1//G/8v/6f/1/+//6f/p/+//9f8FAAAAAADv/+n/9f/v/9f/6f/j/+n/6f/1/wAAAAALAAAAAAAXAAUACwALAAAA+//p/+n/+/8FAAUABQDv/wsAAAD1/wsACwARAAAA9f8AAPX/9f/p//v/AADv/xcAHQAFAN3/7//7//X/7//7/+P/7/8AAOn/4//p//X/9f/7//v/AAAFAAUA+/8AAAAA9f/L/+n/BQD7/yMA+//1/+//+//j/wAABQDv//v/4//p/+//6f/p/8D/0f/p/+n/7//d//X/7//p/9f/0f/R/8v/4//p/93/7//d/+n/7//L//X/1//1/wAABQAAABEA9f/1/wAABQAAACMAIwAFAB0AEQAFAPv/AAD1/wUAEQAXAAsACwDv/wUA6f/p/wUA4//v/+//7//p/+n/4//X//v/3f8AAAsA9f8AAO//+//d/+//1//G/93/3f/p/8v/xv/d//X/9f/d/93/1//d/+//6f/j/wUA4/8RACMAAAD7/wsA9f/1/x0A7//v/wsA+//p/wAA3f/1/+//7//p//X/+//v/+P/6f/j/+n/9f/p//v/6f/1/wUAAADv//X/FwALABEAEQAjAB0ACwApAB0AHQAXAC8AIwAdACMALwBAACkALwAjAB0AHQARABEACwD7/+//9f/p/+//6f8AAAAA6f/p/+//7//7/+//+//7/wAA9f8AABcA6f/7/wsA6f/p/93/AAAFAAUA7//d//v/+//v/+n/7//j/wUA9f8FACkACwAdAB0ABQAAAAUAFwAXAPv/EQDv//v/9f/j//v/7//X//X/4/8FAPX/+//1/+n/4/8AAPX/6f/v/+P/+//R//X/0f/L/+P/xv/1/+n/1//p/+//+/8AAPv/+//v/xEA7//7//v/EQAAAAAAIwAAAPX/FwAXABEACwD7/+P/4//d/93/7//1/wsA+//v/+//6f/j//X/7//1/wUACwAXAAUABQDv/+P/wP/R/9H/uv/L/9f/y/+6/8b/4//j/8D/1//d/8v/BQD7//X/+//v/wAACwAFAAUABQDv/wUA0f+0/5b/lv+o/5b/ov+0/8v/1//G/8v/3f/j/8v/9f/j/+P/7//1//v/6f/1/wUABQAXABEAHQA6ADUAQAAvABcAEQALACkAHQBAAEAAIwAvADUANQAjAC8AIwA1ACMAOgAvACMAKQAXAAsANQAjAB0AEQARAB0A+/8RAPX/7//d/+P/4//j//v/AAD7/wsAAAD1/+n/+/8AAOP/AADp/wUA7//p/wAA+//v/xEAAAAAAPX/AAAAACMAEQALABEABQALAPv/EQD7/wUAAAD1/+//+//j//X/9f/p/+P/7/8dAOn/9f8XAAUAEQD1/xEAEQAXAB0A9f8FAN3/4//d/8b/9f/7/9f/1//j/wAA7//1/+n/7//X/9H/+//R/93/3f8LAAAA4//1/xEAAAAFAAAA6f/R/+P/y//G/93/y//d/+n/7//G/9f/0f+6/8D/tP/L/+//7//1/9H/6f/1/9H/4//R/+P/6f8FAO//7//v/+//AADp//v/4//v/wUA9f/1/wUA9f8FACMAAAD7/xEAEQDv/wsAEQAAAAAABQD1/xcAFwAFABcAEQAFAAsA+/8XAPX/AAAdACMAFwALAAAA9f8AAAUA9f8RABcAHQAvABcAEQAXABcAFwALACkALwARAEAAQAAvACMAAAAAAPX/4//j/+//6f/7//v/3f/7//v/AADj//v/7//v/wAAAAD7/+n/+//7/xcA+/8AAAUAEQAjAAUAAADp/+P/0f/G/+P/7/8FAPv/+//1/+n/7//v//v/BQDj/8v/7//j/+n/3f/v/93/y//d/93/3f/G/9H/1/+0/7r/uv+u/5z/kf+c/6j/qP+6/7T/qP/A/8D/rv/L/9H/wP/p/93/1//d/+P/1//p/9H/0f/d/+n/6f/p/+P/3f/L/9H/4//7//X/6f/1/+n/EQAAAPX/6f8AAO//7//p/9f/+//j//X/AAAFAAUABQD7//v/BQD7//v/EQAXAAUAEQAjAC8ALwAvABcAHQAdAAUA+//v/wUABQAvACkALwAvABcAHQAXAB0AFwAFACkAIwAXABEAAAD7/8b/4//v/9f/0f/R/+P/9f/j/+n/+//p//v/AAAXAAUA9f8FABEABQAFAAsACwAAAC8ATAA6AEAAHQAvACkAQAAdAFIAWABkAFIARgBGADoAQAA1AB0AKQAvABEAAAAAAAsAEQAFAAsAEQAFABEAHQAjAAAABQARABEACwDp/9f/6f8FAAAA+//v/+//9f/j/93/4/8AAO//AAD7/wAAEQAdABEAHQAdABEAHQAFADUAFwALAAUACwD7/+//BQDR//X/6f/v//v/7//R/+n/7//j/9H/0f/L/7r/xv/A/7T/y//A/93/4//G/9f/0f/R/8D/wP+0/8b/1/+6/9f/1//X/9H/y//L/8v/3f/G/9H/6f/j/+//4//R/+n/4/8AAPv/3f/L/8v/1//R/+//AADX//X/+//v/+n/6f/p/+P/4//X/+P/4//1//X/6f/L/+P/EQARAAUA7//7/+//6f8AAAAAFwAdABEA+//7/wAABQAdAAAAFwAFAAsABQD7/+n/6f/7/+//4//L/+n/7//X/93/4//v/93/9f/7/+//6f8AAPv/AAARAAAA9f8XAAsABQDv//v/6f/d/8b/3f/j//X/+/8FAPv/BQALAO//9f8FAAAA6f8AAAUAEQAjADUALwAjAAUAIwAXACMAFwAjABcACwAXAC8AFwAAAPv/9f/v/+//9f/p/+P/7//v/93/1//R/wAA4//1//X/+//7//X/6f/1/+//4//v//X/6f/7/93/4//v/93/4//1//X/6f/1/+//y//L/9H/wP/G/+n/y//d/9f/4//v/+n/3f/X/93/6f/R/93/BQAFAPX/7/8RAPX/BQD7/+P/7//v//X/IwARABcAKQApAO//CwD7/+n/+//p/+//+//p/wsAEQALABEA+/8FACMAOgBAAB0AEQAjABEAEQAFAPv/BQAAAAsAEQAFACMANQA1AEYALwAvADoAOgApACMAOgA1ACkANQBAADUALwAjABEAFwAXACMABQALABEABQAjABcAHQAXACkACwAdAAsABQAFAPX/AAALAAsA4//j//v/9f8FAAsABQAAAAUA7//p/+//4//v/+//9f/v//v/y//A/8D/rv+6/8v/xv/L/8v/wP/d/8v/y/+6/8v/1//R/93/0f/j/+n/y/+6/8D/tP+F/8D/rv+6/7r/tP+u/8D/tP+6/8b/wP/X/9H/1//d/9H/y//L/8D/y//X/+n/1//X/+//y//d/9f/3f/R/8b/0f/d/93/1//R/9H/xv/R/93/7//p//X/1//p/wUA7//L/9f/9f/L/+P/y//p/wAAAAAAAPv/CwAFABcAAAARADoAEQALAAAAHQApAAUA+/8AAAAAIwAdAAAABQAXAOn/9f8FABcALwAjACkABQAdAAsAAAD1//v/AADd/wsA6f/X/9f/0f8AAN3/4/8FAPv/BQARAAsABQAFAPv/4//1/wsAIwAFAAAABQD1//X/9f/p/+n/AAD7/wUAAADv/wUA+//7//v/AAARABcAIwAjAC8AFwARABEAEQALABEABQALAAsAEQAjACMABQALAAUAEQAFAO//4/8RAPX/BQAdAAUAHQA1AEYAHQApABEAIwD1/+//+//1/xEA+/8FABcAHQAXABEAFwAXABcA9f8AABEAEQAFACkABQAAAPv/7//j//v/3f/1/wAACwALAO//+//p//v/CwD1//v/9f/j/wAA9f/7//X/6f/7/x0AEQD7/wUAIwD1/xEACwARABcABQARAPv/+//7/+//9f/j//v/BQDv/+P/3f8FAAUABQAFAAsABQALABcA+/8LAAUA9f/7/+//6f8FAAUACwDv/+//EQAXAAAA7//v/+//CwAdABcAIwARABcAIwA1ABEAEQApABcAIwARACMAKQARABcAEQAdAB0AHQApAAUA9f8LAPv/6f/p/+//3f/X/8v/wP/R/9H/rv+o/67/xv/G/7r/xv/j/9H/y//d/8v/rv+0/7T/y//X/8v/0f/L/93/1//R/8b/y//A/9H/xv+6/7T/wP/A/9H/6f/j/8v/y//d/+n/uv/R/93/uv+6/7r/wP+6/8b/rv+6/7r/ov+u/7r/uv/d/93/4//j/+//BQDp/wAA3f/j/+//4//j//X/CwAdAAUABQD1/+//FwARAAAA+//p/xcA4//7/wAA6f8dAAUAFwALABEAIwAXAAAABQAXAAAA+/8LABcAEQARAAsA+//p/+n/6f/j/wAAAAD1//v/3f/L/+P/7//1/+P/4//j/+P/AAAFAOP/6f/1/93/4//7//v/CwAFAO//FwALAAUA6f/7/wUAAAALAAUACwAAAPv/9f/1/+P/6f/1/+//AAD7/xEA+/8LAB0AIwAXABcAHQAFAB0AEQAjAB0AIwAXAPv/+/8AAB0AFwALACMACwD7//X/CwD7//X/AAAFAPX/9f8AAAUAEQAXAB0AEQD7/wsAEQAdAAsAAAAFAPv/+//v/wsACwALAAAA+//p/93/AAD1/xcAIwALACMABQARABcA9f/1/wUA7//v/+//BQDv//X/+//7//X/6f/d/8v/4//j/8v/wP/G/8v/tP+o/7r/wP/d/9H/AADj/+//+//1//v/4//d/8b/1//j/9f/uv/v//v/9f8RAAsACwAAAAUABQAAAO//+//1/9H/+/8LAB0ACwARABcAFwApABEACwApAB0A+/8LABEAFwAFAAsAFwARACMALwApAB0ABQAFACMA6f8LAB0AKQAdACMACwAAAAUA9f/1/xEAEQAFACMAEQALAPv/AADd/93/1//v/+n/4/8LAAAA9f/1/wUAAAD1//v/+//p//X/7//7/+//6f/1/+//4//d/+P/+/8RAOn/+/8pAAUAEQAFAB0AEQALAAUAHQALABEABQALAAAA9f8LAO//9f8FABEAAADv//X/AADv//v/+/8LAPX/CwAAAO//9f/1/wAA7//j/wAA0f/p/+P/xv/L/9H/wP+0/7r/y//R/+P/AADv/+//7//d/+n/6f/p/wUACwD7//X/9f/v//X/6f8FAOn/AADv/+//+//j/+P/4//7/xEACwApAAsA+/8FAO//EQD7//X/BQD1/wAAAAALAPX/+//7/+n/0f/p/+n/7/8AAOn/7//d/93/4//p/93/xv/L/93/4//L/8v/4//1//X/0f/R/93/1/+u/8b/4//L/9f/1//R/9H/0f/7//X/7//p/93/1//X//v/4//1//X/1//d/93/9f/1/+P/9f/d/wUAqP/7/+P/+//p/wAA7//p/x0A6f8XABcACwALAAAA+//p//X/6f/p/wAAAADv//X/CwAFAAAA+//v/+//6f/v//v/BQDv/93/6f/d/+//9f/p/wAA9f/7/+n/7//1//X/3f/1//v/9f8AAAUAAADd/+P/9f/v/9f/+//1/+P/1//R//v/7//j/+n/CwALAO//EQALACMALwApABcAIwAjABEAHQA1ACkAHQARABcA+/8LAAsAFwAXAAsAEQAvABcAFwA1AAsAFwAdAC8AKQAvADoAIwALABcABQALAAAAFwARAB0AFwALAAsAIwAjADUAIwAjACkAIwAjAC8ALwAFAAAA+/8AAOn/CwALABcAIwAAAAUA9f/1/9H/3f/X/+//9f/j/93/y//p/9H/wP/d/9H/1//7/+P/9f/j/9f/1//p/+//0f/X/+//+//d/+P/7//L/+P/6f/j/+//9f/1//v/6f/X/9f/1//X/9H/y//d/+n/9f/v/+n/6f/p/+//+/8FAB0AFwARAAUABQD7//X/AAARAAAA+/8LAPv/BQALAAAAEQAjACMAHQARAB0AHQAXAAAABQD7/wAACwAFABcAAAD1/+n/AADj/xcA+//j/wAA7//1//X/FwAAAB0AEQALABcAFwAFABEAEQAAAAUA7/8LAAUAAAARAAAA7//d//X/7//1//X/4//p/+P/0f/X/+n/4//j//X/9f/R//X/3f/R//X/AAAFAPv/BQDp/wUA+//1//v/7//j//X/+/8AAAAA9f/7/93/4//d//X/6f/v//X/3f/d/93/4//d/+P/AADj/+n/1//L/6j/tP+0/8b/uv/G/7r/wP/G/8b/9f/d/8v/AAD7/+P/1//j/8b/1//v/+n/4//d/+//6f/p/+//0f8AAPX/1//X/+P/+//d/+//4//j/+n/3f/R/+//9f/v/wUAEQDp/wUACwD7/+//6f/p/+P/3f/p/+n/7//7/93/0f/j/9f/4//1/wAABQAFAO//9f/j/9H/y//G//v/7//X/7r/7//p//v/AAAFAAAACwAXAAUA6f8FAPv/6f/1/93/BQAAACMA+/8AAAsA7//1/+//6f/7//v/HQApABcAFwAAAAUABQARAPX/AAAAABcAHQARABcABQD1/wAA+/8RABcAEQARACMACwAAAAsACwD1/xcAIwApAAsAEQARAAUAAAALAAUAFwAdABcAHQA6ACMAFwAXABEACwAjABcAHQAdADoAIwAvAAsAEQAdAAAAHQARABEACwALAAsAHQAAAAUA9f8FAAUA9f8FAB0A+/8AAPX/9f/j/wUAEQAdAC8AHQARAB0AFwAFABcAFwAXAPX/+/8LAPX/AAAAAO//+//1/wsAEQARABcAKQALAB0AHQARAC8AFwAdAB0ACwAXABEAAADv//v/9f/v//v/9f/7/+n/4//p/+n/AADv//v/9f/v/9H/4//j/+P/3f/v/+//6f8LAPv/BQAXAAUACwALAPX/7//d/+//6f8AAO//1/8AAOP/4//1//X/7//7/wUA7/8XAOP/3f/X/9f/0f/L/+//4//v/+n/1//L/8v/0f/j/9f/1//j/+n/6f/p/+P/6f/7/9f/0f/p/9f/4//j/8b/y//L/8D/xv/G/9f/7//d/+//xv+6/8v/wP/R/9f/1//1/+n/3f/d/9H/1//A/93/0f/R/+n/y//1//v/6f/v/+n/xv/j/9f/tP/A/8v/y//L/9f/uv/A/93/4//1/8v/3f/p/+P/1/+0/8b/wP/R/+P/0f/R/93/9f/1/+P/+//7/xEABQAFAAsAAAAAAO//CwDj/+n/7/8FAO//4/8AAAsABQAFAAsAAAAFAPX/EQAjAPv/6f/j/+P/3f/1/wUA+/8LAPv/9f8AAAUA9f8RAPv/CwAdACMAEQApADoAKQApAAsAHQAXAAsAIwAXAB0AIwALAB0AEQARABcAFwAXABcAFwAFAPX/6f/d/+P/1//7/+//BQAAAOP/7//1/+n/4//1//X/CwAXADoAIwApACkAKQA1ACkAFwAAABcAEQAXAB0AFwARABEABQALABEAKQALAAAA9f/7/xcAEQApAC8AKQAdACkAQAAdABEALwApACkACwAXACMAFwAjACMAFwAAAAUAFwAAABcAHQARAAsAEQAjABcAEQAAAAAA9f/p//v/EQAjABEAEQD7//X/FwD1/+P/+/8RAPX/7//1/9f/1//d/9f/y//p/+//y//L/+P/+//7/+n/9f/p/9f/3f/v//v/3f/j//X/6f8AAOP/9f/X/+n/7//j/+n/7//j/93/+/8AAPX/AAALAPX/KQAjAAAAAAD7/xEAEQAXAPv/9f/7/+P/1//j/9H/6f/v/+P/9f/p/+//4//1/+P/1//d/+//4//p/+//9f8FAPv/BQD1/+//1//X/93/9f/R/+n/0f/R/+//1//A/9H/4//X/+n/3f/v/+//7//v/+n/7//X//X/7/+6/7T/xv/d/+//y//G/93/xv/X/9H/xv/X/+P/1//7/wUA7//v/wUAAAD1/y8ALwARACMAOgAFAPX/HQALAAsA+//7/wAA+//7/wsA4//X/wAA9f8FAO//AADR/9H/0f/X/8v/xv/R/8D/1//A/8b/4//X/+P/0f+6/5z/kf+W/6L/rv/A/9H/uv/G/8b/3f/G/7T/y//G//X/3f/d/8v/y//X/93/3f/d//X/1//7/+//9f/v/wUAFwDv//v/4//v/wUAIwAvABcAFwAFABEA3f/p//v/AAARAAUA+//X//v/7/8AAO//9f8FAAAA9f/7/wAA7//7/xEAAAAXACMAIwAvADoAHQALAB0ACwD7/xcALwALADoAKQD7/wAAHQARABEABQAdAAAAKQA6AEAARgApAB0AIwAdAAUALwAjABcAKQAdAB0AHQAdAAsALwBAADUANQAjADUACwAjAB0AHQApAAUAAAALAAsAHQApADUAHQAvADoAIwAdAAsAFwARAAsACwARAAsAAAALAAsAHQAdABcAFwAXABEA4//1/+P/y//R/+P/1//p/93/y//A/9H/3f/j//v/9f/7/wAACwDv/+n/1//7/+n/7//d/9f/7//1//X/9f/v/wAAAAAFABcA6f8AAOn/3f/R/9H/6f/v/wAA3f/X/+P/0f/R/+n/3f/j/9H/3f/j/+//9f/v/+n/4//R//X/9f8FAOn/BQAXAAAACwAFAPX/AAD1/wsAFwAAAAsAAADv/wAAAAAFAAsAKQAvACMAHQARABcACwAFAAsA9f8dABcAFwARABEAEQAAAOn/9f/1/93/0f/L/9H/uv/R/8b/1//p/93/3f/L/+P/1/+6/+//7//R/8b/6f/X/93/AADX/93/7/8LAN3/3f/v/+n/4//1//X/7/8LAAsA9f/d//X/BQARABEAKQAdAAsAFwALACkA9f8LAB0AHQALAPv/9f/R/8v/4//j//v/+/8FABEA9f/j//X/6f/j/wUA+//1/+//6f/d//X/9f/7/93/0f/X/9f/3f/j/+P/y//j/+P/4//G/8b/6f/d/93/1//p/8b/xv/R/8b/xv/A/+P/1//v/9H/uv/d/9H/0f/j/93/6f/7//v/AADv/93/7//v/+//+//1/wsACwD7/wUABQD1/+P/4//v/wAA9f/1//v/BQAAAC8ACwAXAB0AHQAXACMAOgA6AC8ACwAjACMAIwAXABEAEQARAAAA6f8AAO//9f/7/+//6f/j/+n/7//7/wsA7/8FABEAEQALAAUAHQALABEA+/8LAAUAHQAdAOn/BQARAAsAHQD7/wAA9f/d/xEA4/8dAAsACwAjAAUACwAXABcAEQAAAOP/6f/G/+n/1//v/wAAAADv/+n/4//d/9f/+//p/93/wP/R/9H/3f/1/+//+//7/xcA+/8FACMAEQAXAAsA+//7//X/EQDp/wAA4//j/wAA9f/7/9f/y//1/wUA7//7/8b/3f/L/9H/y//A/93/3f/d/9H/3f/R//X/9f/v/+P/6f/1/9H/AAD1/+n/4//p/9f/xv/X/+//9f/1//X/3f/j/wsACwDp//X/CwD1/xEA+//1//X/HQAXACMAKQARAB0ABQAAAPv/+/8FACMAKQAdADUAHQAAAPv/BQAdABcAIwALAAUAHQAdAB0AEQAFAC8AIwAXAB0AEQAAAAUAEQD1/wUAFwAXAAAAKQApAAUA+/8RAAAA9f8RACkANQAAAAsAEQDv/+n/3f/d/8v/0f/1//X/AAALAAsAAAD7/wUA4/8LAAAA+//7/93/6f8AAAAA7/8AAPX/9f/1/wsACwALABEA7//X/+P/0f/j//v/y//j//v/3f/v/93/1//X/9H/+//X//X/+//p/+n/4//X//X/+//j/wAABQDp//v/AAD1/93/6f/X/wAA+//1//v/7//p/+P/3f/X/+P/xv/X/wAABQDv//X/CwD7/wUAAAD1//v/9f8FAO//xv/R/7r/0f/L/+P/1//v/+//7/8AAMv/3f/X/+P/3f/R/93/4//p/+P/3f/X/+//9f/j/9f/rv/G/8v/6f/1//v/+//1//X/6f/1/93/7//p//v/9f/p/93/3f/d//X/EQD7/wUACwD1/+//9f/j/+P/+//7//v/0f/X/+n/y/+0/9f/wP+6/8b/3f/p/93/1//j/9H/0f8AAN3/9f8AAPX/+//v//v/AAAFAAsAEQAAABEACwD7/yMAKQAjAAUAIwALAAUABQAXAC8ACwARABcACwD1/wsACwAAABEA6f/1//v/BQD7/wAA+//1/wsABQAAAAUACwAjAAUAAAAvABcAAAAAAPv/9f/j//X/7/8FAPX/AAAjAAAACwALAAsACwALABEAEQD7/wAA6f/7/x0AEQARAAsAIwARAPv/FwALAPv/BQALABcAFwARABEAEQALAB0AIwAXABEAEQARAAsAEQARAC8AQAA6ACkAHQAFAOn/BQALABcA+/8RABEA+/8RAAAA4//d/+P/3f/G/9f/0f/A/9H/rv+0/7T/0f/d/9f/3f/1/+n/3f/7/93/1//R/+//9f/v/xEA9f8RAB0ALwAjABcABQD7/xEAHQAjABEAEQAjABcACwAjADUAKQAdACMAIwAFACMANQALAPv/BQAXAAAA9f/7//X/+//d/9f/6f/p/+//AAAAAPv/7//v/+P/3f/1/wUAAAALAOn/AADp/+P/3f/7/93/1//7//X/6f/X/+P/9f/j/+//6f/X/+P/9f/v/93/4//X/+n/wP/v/+n/3f/X/wUA4//d//v/y//d/9f/xv+u/7r/0f/L/8b/1//G/8b/3f/7/+n/4//v/wAABQD7/+n/9f/v//v/7//1//X/BQAXABEACwAFAPX/+//7/9H/7//v/+n/AADp//X/CwALAAAACwAdAAsAHQAjAPX/3f/7/9H/9f/7/9f/7/8AAPX/AAD1//v/6f/7/wUABQAdAAsABQAFABEA+//7/+P/6f8AAAsABQAFAPv/AAAFAPv/9f/p/wAAEQAFAPX/6f/1//X/4/8AABcAEQD7/wAA+//p/+//4//X/93/0f/p/93/7/8FAAAA+/8AAAAABQARAAAA9f8FAAUABQD7//v/7//1//v/9f/v//v/IwAjAAUA9f8FAAUA7/8RAAUAKQAXADUAHQARACMABQALAAsAEQAFACMA+//v/+//4//j/+P/6f/p/+P/CwAFAAUA7//j/9H/xv/7/93/3f/L/9f/4//G/9H/4//R/8b/xv/X/+P/6f/d/8D/xv/A/+n/4/8AAAsA+/8AAPX/4//d/93/4//1/93/0f/j/wUA7//1//X/7/8AAAsAKQApABEAIwAdAAsACwA1AAsAAAAFAB0AIwA1ACkABQAXAAsAAAARAPX/7/8LAOn/7//7//v/7//R/+//BQAFABEACwAFAPX/0f/7/+//6f/v//v/+/8FAAUA+/8RAPv/3f/v/9f/y//R/9H/y//j/9f/3f/p/93/y//L/7T/uv/G/9H/0f/X/9H/uv/R/8b/3f/X/93/7//X/9H/4//d/+n/+//d/+//+/8AAPv/4//j/8v/1//j/8v/0f/p/+P/7//v/+n/7//v/+P/4/8FAPv/6f8AAAsAHQAAAAUAHQApAAsACwAFAAAAAAAdABEABQApAPv/IwAFAAsACwAXAPX/CwAXABEAKQAFACkAHQAXAAsAFwALABEAIwAdAB0AIwAdACkACwDv/wsAEQALAAsACwAAAO//BQDv/+n/6f/R/+//4//v//X/9f/d/93/3f/R/9f/3f/v/+//+//7/wUAIwAXAPv/BQAFABEAEQAjACMAOgAjADoARgApAFgAKQARADoAOgAdACMAKQAXAPX/4//d/9f/1//R/9f/xv/R/93/xv/A/9H/0f/p/93/6f/1/wAA+//7//X/7/8FAPX/CwDp/+//9f/p/+//7//d/+//AAD1/x0AAAAAAPX/7//d/93/7//v/wAAEQA6AAUA7/8FABcABQARAO//AAALAAAA7/8RACkAHQAXACMAFwALACMABQAvAAUACwD7/93/EQDv//X/9f8FACMAFwARAAsAAAALAPv/FwALABEACwALABEA+/8AAAAAAAAAAPv/AADv//X/+//j//X/6f/j/+n/3f/d//X/3f/v//v/9f/v//v/7//v/+P/7//1/9f/7//v/+P/xv/d//X/3f/1//X/7//1/+//7//v/93/6f8AAN3/4//L/8v/1/+6/8b/xv/L//v/1//L//X/7/8AAOP/6f/7//v/+/8AAPv/AAALACMA9f8FAAUAAAAXAAAACwAdAAUAEQARAO//7//X/+P/7//v/+//9f/7/+n/9f/X/93/y//G/93/7//d/+P/y//L/9H/0f/d/+n/6f/v//X/4//d/+n/3f/p/+//9f8FAPX/BQDG/93/xv/L/9H/0f/X/9f/3f/v/93/1//X/9f/4/+u/9f/y//R/8v/xv/X/93/6f/p//X/7//1/+P/+//7//v/6f/1/9H/6f8AACkAFwALACkAEQAAABEAEQALAB0AHQA6ACkACwAjAB0AHQAAAB0A+//7/wAAFwAFAO//LwAdABEABQARAB0AKQAXAAAAEQALAAsA+//p/xEAEQD1//v/LwD7/xEACwALAAUA9f8AABEAAADv/xEACwAFAAAA7//7/+n/AADv/+n/7//1/wAA9f/R/+n/+/8FAB0AHQAjADUAIwAdAC8ANQA1AC8ALwARAB0AFwALABEA6f/v/+n/AAARABEANQA6AB0ACwARAAUAHQALACkAEQAFAAUAEQD1//X/1/8FABcAHQAFAAAABQDp//X/BQAAAPX/4//7/wsABQD7/+n/6f/d/wAA3f/j/+n/9f/R/+P/9f/R/wAA9f/d/xEABQDv/+n/9f/v/93/0f/j/+//y//j/+//0f/p/wUA4//7/93/0f/L/8v/1/+u/5b/rv/j/8v/0f/X/9f/xv/X/8b/xv/X/8v/0f/L/7r/7//L/+n/7//R/93/9f/7/8v/3f/R/9H/3f/v/+P/7//X//v/xv+6/9H/xv/X/9f/0f/X/+n/3f/A/8v/3f8AAO//+/8FAO//+//7/wUAAAD1/wUA7//v/9f/3f/7//X/+//v/+n/+//1//X/+//1//v/AAAAAPv/CwALAAAACwAdAB0AFwARAAAABQAdAPv/+/8FAAUAAAD1/wAAAAD1//X/BQAAACMAFwApACMAKQAjAC8AKQAXABcALwAvACkALwAdAC8A7/8FAOn/4//d/93/0f/7/+//6f8AAOn/6f/R/+P/AAARAPv/BQARAB0ABQAFAAsACwDj/93/3f/d/9f/y/8AAO//AAD1/wsA6f/j//v/+//1/wsACwAAAAUABQAAAAUA+/8RAAAACwAAAAUAHQAdACMACwAFABcAKQAFAAsAHQAjACkAEQA1AB0ABQARAO//6f/j/+P/xv/p/+P/3f/R//X/+/8jABEABQAAAAAAAAAAAPX/+//p/+P/6f/R/9f/9f/p/9H/0f/d//X/6f/d/xEAEQALACMAFwAjAB0AOgA1ADUAAAA1ACMAIwD7//X/CwD7//X/6f8dAAAAKQALABEAAAALAPX/7//7/wsAAAALAAAAAADv/+//9f/j//v/3f/j/+P/1//j/wAA9f/1/xEAFwD7/wUA+/8RAOP/6f/v//v/+//7/+P/3f/d/+//AAD1/wAA6f/1/+n/7//R/93/4/8FAAsABQAFAOP/xv/X/9H/xv/X/9H/xv/R/9f/4//R/93/6f+6/9H/9f/1/+P/0f/L/9f/xv/j/+P/6f8AABcACwAdAAsAFwAAAPX/+//v//v/6f/v//X/+//1/wsAAAAAAAsA7/8AAAsA9f/d/9H/7//L/8b/1//G/8b/3f/X/xEA4//X/+//AAD1/wsA7//v/+n/4//j/93/4//d/8b/xv/p/9H/4//R/+//1//L/9f/4//j//X/4//v/+P/AAALABcAAAD1//X/1//v/+P/7//R/wAA7/+6/9f/1//d/9H/7//j/9f/4//p/8v/xv/p/+//+//j//X/y//j/93/3f/R/wsA9f8XAAsA+/8jAB0AEQALABcACwApAAUAHQAdACMACwAjAB0ABQD1//X/AAD7//v/CwARAO//CwAdABcACwAvADUAIwARACMAIwAXABcAOgA1ADoARgA6AC8ALwAvAAsACwAXAAsALwAXAB0ANQALABcAEQAjABEAFwAjABEAIwAFACMA+//7/+//7//p/9H/7//p//v/EQDp/8v/7//v/+//AAAFAAAA6f/p//X/9f/p//v/6f/X/wAA7//7/wsA+//j/+//3f/j//X/9f8FAOn/+//j/wAAEQDj/+P/+/8AAAAAFwARAN3/7//7/+n/BQD1/wsA+/8FAAUACwAFAPX/6f/j/9f/9f/1/+P/6f8XAPv/9f8LAOn/1//p/xEABQAAABEABQAXAB0ACwAXAB0AFwARADUAHQAXACkALwARAAUAFwARAB0AEQD7/wUAAAAAAPX/9f8XAPv/CwAFAPv/BQAFAOn/AADp//v/HQD1/+n/9f8AAPX/AAD7/wAA7//v//v/3f/1/+//7//7//v/3f/v//X/7//d//X/6f/R/+n/4//X/+//7//X/93/1//p/9f/0f/p/9f/7//v/9f/6f/d/9H/+//v/93/0f/j/+P/6f/j/93/7//p/93/7//j//v/3f8AAAsA9f/v/+//AADd/+P/wP/d/8v/0f/d/8b/4//R/93/0f/R/8b/wP/R/8b/4//X/9f/1//j//v/AADp//X/9f/v/yMA9f8XAPX/9f/7/+n/BQD7/ykA7//7/+n/1//L/+P/BQD1//v/BQARAAUA7//X/8v/6f/R/9H/y//j/+//3f/p/8v/1/+u/93/4//X//v/4//1/+P/3f/p/+//7//p/+n/9f/v/93/3f/j/93/3f/p/+P/+/8AAOn/6f/G//X/wP/p/+n/3f/R/93/6f/1/+P/4//G/+n/9f/7//X/7/8RABEAAAALAAAA9f8LABcAIwAFABEABQAFAAAAHQARAB0AKQAvAC8AIwAvAAsAHQARACkAEQAjAAUALwAjAB0ARgAAAAsABQD1/+//CwAFAAUA4/8jAN3/7//1/+//9f/p/+n/9f8LAPX/+//7//v/6f/1/wUAHQDL/xcA6f/7/93/7//1/+//FwAjAAsAIwALAB0AAADj/xcAAAAXABcANQAXADUAIwAjAC8AIwAXAAUAIwAFABcAIwAjABEAHQAdADUAKQAXACMAEQApABEACwAAAPv/4//X/+P/4/8FAPv/FwAFAPX/7//d/9H/AADp//X/FwD7/0YAIwAjAAAAEQARABcAHQARAPv/KQARAPX/CwALAAsAIwAAACMABQAjABEAHQARAPv/4/8FAAAABQD1/+n/7//1/x0AFwD1//v/9f8FABcA7//v/+P/3f/G/wAA7//1/+//7//v//X/9f8AAOn/7//7//X/AAD7//X/9f8AAAUA7/8AAPv/9f8FAO//7//1/xEA7//v/93/y//X/+P/7//j/+//4//j/wUABQAFAAsA+//v//X/BQDd/+P/+//X/+P/9f8LAN3/6f/X/wAA1//j/9H/y//v/8v/+//L/wUABQD7/+n/6f/7/9f/CwD1/xEA9f/v/8v/4//X/8v/0f/L/9f/7//X//X/3f/R/93/y/+6/8b/3f/G/9H/7/+0/7T/nP8AALT/wP/A/8D/0f/X/9f/nP/d/8D/9f/1/wsA6f8RANf/xv/j/8b/xv/d/7T/y//G/7T/wP/L/9H/3f+u/wAA6f8AAOn/9f/d//v/9f/j/xEA7/81AAUA9f/7//v/9f8AAPv/1//X/+n/tP/v/+n/AADj//v/0f/p//X/CwARAO//6f8AABcA+//v/+n/AADd/x0A7/8FAAAAEQALAB0AAAARAPX/EQAjACMANQARADoA+/8vAOP/HQAFABcACwAFABEAHQAdABEAHQALAAUAIwAdABEABQD7/wsA3f/v/93/6f8FAO//9f/7/wsAAAARAOn/BQARAPv/FwAXAB0A3f8RAPv/CwDv//X/+/8LAAsAEQD1/wAA+//7/+n/+/8FAAAAKQALAAAAAAAjAPv/3f/1/+P/9f8AAAAA+/8LAAAAAAALAO//BQAvAPv/BQARABcAHQAFABcACwApABcAOgAFACkACwAXABEA+/8LABEAKQAjAB0A9f8LABEAIwAdAC8A+/8LAPX/AADv//X/+//7/wUA9f/7/wAACwD1/xcAEQAXAOP/+//1/9H/AAAAABEA1//7/+P/CwAFABEACwAAAAAA6f/j/+//FwAAABcAEQD7/xEACwAAABEAIwALAPv/7/8FAAUACwALAAUA+/8FAO//AAARAPv/+//p/xcA+//v//v/9f/1//X/7/8AAN3/9f/1/xEA9f8AANf/uv/1/9f/6f/d//v/FwApAO//IwAXAOP/6f/7/wUACwAFAAsA+/8FAAAA6f/1/xEAFwApACkAEQAjACMABQAdAPv/4/8LAB0ABQALABEA+//v//X/wP/7/9f/3f/d/93/7//v/93/4//G/9H/1/+0/+n/0f/7/67/3f+i/8b/0f/d/9f/tP/R/93/y//A/8b/0f/d/6j/qP+c/8v/wP/p/8D/0f/L/8v/uv/X/8D/y/+o/+P/qP/L/7T/0f/G/67/3f+0/9f/wP/L/9f/rv/G/67/0f/A/+P/0f/7/9H/1//R/8v/7//R/+n/9f8AAOn/EQD7/x0A1/8XANf/6f/v//v/7/8jAB0AAAAXAAsA+//j/wUA9f8RAAAABQD7/+P/HQD1/wAA+//v/y8A1//7/9f/9f/G/8b/4//1/+P/9f/L/+P/4/+c/9H/3f8XAOn/AADv/+//+//7/xEACwAXAPX/EQDd/yMABQBAAAsAFwD1/+//KQD1/yMANQD1/xcA+/8XAPX/OgDL//X/NQA1AAUACwAdAPX/IwAAAB0Ay/8RABcAIwALABcAEQALAAUA+/8FAAsACwAAAAUABQA1AB0AFwApAC8AFwAdACkAFwAXACkAEQA6AAAAQAD1/yMAEQAvACkAQAA6ABEAOgA6ADUABQAdAAAAKQAdABcACwARABcAFwAFAAAAKQD1/wUA7//p//X/7//1/+//9f/7//v/EQARAB0AFwDp/+n/3f8AAPX/AADp/93/wP8FANH/9f8XAAsA6f/v/+P/BQBAAPX/6f8jAB0AAAAvAAsAHQAXAC8ACwAjAAAAFwAdABEA+/8FAAsA9f8XAPv/9f/1/+//wP/v/xEACwDp/8v/+//j/wUAAAAXABEAFwAFAC8A7/8XAMb/FwD1/9f/+//G/8v/3f/1//v/EQDL/yMA3f81AOn/HQD1/wUA0f/v/+//7//v/8v/7//p/8v/ov+i/4v/0f9//+n/i//X/5b/xv+6/9f/1/+o/8v/xv/d/7T/7//d/wsA6f/d/+//0f/X//X/xv/X/7T/6f+0/93/wP/L/8v/1//p/67/1//7/7T/3f+u/+P/wP/p/9H/HQDG/8v/7//1/+n/y/8AANf/BQDR/+P/3f/d/8v/uv/p/8v/uv/R//v/7//7/wAA3f/1/9f/CwDR/xEAIwAdAB0A7/8FAEAABQD1/xcA+/8XAO//NQDR/ykA3f8pABEAOgApAC8AFwD7/wsA+//1/x0AHQAvAAsAOgAjAC8A+/8FAN3/IwAAAOn/CwDj//v/wP8FAB0AAADp/8D/6f/G/+P/7//R/+P/1//d/+//3f/d//v/AAAFAPX/7//R/+//3f/7/9H/AAAAANf/7//X/wUA4/8FAOn/6f/7/wAAHQApAPv/EQD1/+//FwAAAOn/+/8FAAAACwARAN3/RgAjADUAHQALACMAIwAvAFIALwA6ACkAKQBAABcAUgA1ACMAIwAvAB0AAAAdAAsAEQAjAC8ABQALAAAAQAAFABEA9f8dAAUABQAFABcABQAAABcA+/8RAAsA4/8AAPX/7/8AAMv/7//L/wUA9f/j/ykA7/8dAPv/BQARAB0ACwALABEACwALAPX/EQALAAsABQD1/wsA4/8RAO//IwDX/wUA1/8AAOP/7/8LAOP/4//j/+n/6f/X/8D/3f/G/+P/6f/R/+//BQDp/wUAxv/v/93/7/8AAAAA9f/j//X/BQDv/wUA+/8vACkAIwAdADUAHQBMABcAHQA1AAsAUgApAEAAIwAvAPv/EQD1/93/FwAFAB0A9f8AAO//xv/X/7r/4//p/+//xv8FAOP/+//p/+n/7/8LABEAxv/7/8b/9f/p/9f/0f/R/93/y//G/7T/tP/L/7r/4/+W/6L/uv/A/8v/rv/G/9H/nP/7/67/3f+6/8v/ov+0/7T/xv/R/8D/tP+R/9f/xv/X/7T/3f/p/+//9f/7/wUArv/7/+P/6f/j/xcA4//G/93/0f/j/+n/3f8FACMAy/8dAPX/EQDX/9H/BQDd/yMA7//v/8b/HQDp/wAA6f/R/wAAAAApAPX/FwAjAAsANQD7/ykAFwD1/wUAOgD1/y8ABQAAAAAA7//d/8v/3f/X/wUACwApAPv/HQDX/wUACwAXAO//OgARAFIAAAAdAAUA+/8LAOP/BQD7//X/CwDp//v/IwAAANH/FwD1/yMAHQD1/zUABQAXAO//KQAvAOP/AAD1/y8AFwDp/+//6f/1/9f/y//L/9H/tP/G/+n/FwAAAO//4//d/wsA7//j/wAA9f8AAMb/9f/X//X/1/8RAAUAIwAAAOn/CwA1AO//4/8pACMABQAXAAsACwApAPv/BQALACkA9f8vAOP/BQAXAAsALwAdAPv/+//j/xcACwAvABcAAAD7/wsA+/8dABcAIwD7/xcA9f8FAPv/EQD1/ykAAAAFAPv/FwAFANf/CwALAPX/0f/p/93/AADj//X/3f/X/9f/wP8FAO//4//X/8D/9f/R/9f/3f/L/9f/BQDG/+//y//7/8D/AADv/+//6f/X/x0AYf9AAKj/AAC0/wAA0f8pAAsAFwAjABcAIwBYAEwALwBSAC8AHQApACkACwA1ACMA9f8FABEAEQAvADoAHQAXAC8AEQAFABcAEQARAAAAHQARAEAAKQAFAAAACwDp/wUA0f8FAAUAy/8FANH/6f/X/93/y//d/+P/EQDX/9f/3f/R/wUA0f/A/+P/1//v/+//BQDX/9f/wP/L/7T/1//p//X/6f/X//v/9f/A/+n/y//7/8v/BQDp/wsAAAAAAOP/1//R/8D/AADA//v/0f/7/7r/BQD1/zUACwAXAOn/FwARAPv/CwDv/wAA+/8LAPX/7//v/+n/7/8FABEAFwAdAPX/EQDX/xEA9f8AAMb/6f/j/8D/4//R/+P/7//A/wsA6f/v/wAA9f/1/+//LwDX//v/1//v/+n/4/8FANf/4//j/93/4//X//v/6f/p/+//BQDj/x0A6f/v/wsAAAAdAPv/CwAAABEA4/8FABcA6f/j/wUA9f/L/93/1//X//X/0f/p/+P/y//L/9H/AAD1/wAAuv8pAOn/HQD1/xEA+//p/wAAAAAAAPX/KQALABEA+/8vAOP/BQD1/+n/BQDd/+//FwAdAB0ALwDp/+n/AAALAOn/FwDv/+//6f/j/+P/AAD1//v/9f/L/+//9f/1/xcAEQAXABcACwALAOP/FwDp//X/+//p/9H/3f8AAOn/FwD7/wsABQARANf/6f/7/wUACwAAAAsA6f8FANf/6f8AAN3/1//R/9H/4//j/wUA+//7/+P/3f/p/wAA4/8AAPv/FwARAPv/+//1/wsA1//7/+n/7//7//v/6f8LAOP/HQAFAOn/CwAjAAAABQDv//v/+//1//X/9f8FABEABQAFAAsACwALAAUAHQAvACMABQDp/xcA+/8dAC8AIwAvAEAATABGACMAIwAXAOn/9f8dALr/7/8RAB0AOgDv/+//7/8FANH/+//p/wsAHQAFAAUA9f8XAAAABQD7/wUAKQAvABcALwARAB0ACwD1/wUAFwALAC8AAAARAAAABQAFAOP/BQDj/x0A3f8AALr/1//j/67/y//G/8v/0f/L/+//0f/7/9H/0f/p/9H/3f/p/93/4/8FAMb/3f/G/8b/y//j/+P/7//A/8v/4//p/+//qP8AAKj/tP+6/5b/kf+u/8D/qP/A/8v/0f8FAO//6f/7/+//HQDv//v/9f8LAAAABQA1AC8AOgBAADoAAAApABcATAAXAB0AIwDj/xcA3f81ACMALwA1AAUAFwAAAOP/9f+0/8v/qP+o/+//0f8FAO//+//R/8b/y//L/8b/9f/7//v/EQDj/wUA1/81AAUA3f/j/+n/+/8LAPX/NQDp/wUA6f8FABcABQD1/wAAAAC0/8b/7//7/+P/9f8AAO//9f/j/93/CwDR//v/4//v/8D/CwALAPX/BQDv/7r/1//d/7r/6f/j/wsA1/8LAOn/AADj/8v/4//d/+n/BQAFAAAAKQAAAB0AHQD1/xcAHQAdACkAQAAjAEAAEQAXAAAAAAAAAAAAEQALAAsAAAAFAOP/1//p/8v/0f/X/wAAEQALAO//0f/d/8b/+//v/+//6f/1/93/0f/X//X/6f/7/wsA3f8XAAUAEQAjACkAAAApABEANQApACMAAAAdAB0ACwAAAPX/HQALACkACwALABcABQALAAsA1//1/wsALwAFACMA+//p/wUA+//v/+P/BQDp/wUABQAjAAAA7/8LABEAAAD7/zUABQAdAAUA6f/v/8v/1//v/+P/4//v/+n/CwDj/9f/9f/R/+P/6f/1/xEABQAAAN3/6f/G/93/tP/G/9f/0f/p//v/7//d//v/1//G//v/6f/j/8v/7//d/+n/0f/G/7T/xv/p/8D/6f/v/93/6f/X/8b/rv/X/9f/0f/X/+//6f/j/wsA3f/7/7T/BQDd/wAABQD7/93/6f/p/9f/3f/p//v/AAAdAAUAEQDj/wsAEQDv/wsABQApAAUAKQApAC8ALwARAB0ABQAFAAUAAAALABcA7//j/+//3f/X/xcA+/8dAPv/KQA1ADUACwAdAAUANQAjABEABQD1/wsA+/8XABcAFwAAAAsAEQBAAB0AHQAAAAUAHQDL/y8A3f/7/+n/KQAXAEwA9f8XACMA+/81AAUABQALAAAA4//7/7r/FwDd/y8Arv/j/8b/4//j/wUA6f+0/8v/6f8FAMD/AADX//v/7/8jAO//uv/1/9H/HQDL/wUAwP/G/8b/xv/v/wAA6f/1/93/BQApAAAAFwD7/wUAHQAXABcAKQAjAB0AHQAAAPv/7/8AAOn/6f/1/wAABQDj//v/6f/7/wsAFwD7/ykA3f8RAPX/EQD1/x0ABQAAACkAFwAAAB0A4/8LAAUAAAAAAAAA+/8FAPv/9f8AAOn/6f/d/wUA7//1/9f/9f/v/wAA1//L/8v/xv/p/93/y//d/+n/9f/A/93/uv+0/7r/1//p/8v/9f/R/wUAov/G/67/1//X/9f/7//j/+P/CwALAAsA+/8dAAUAEQA6ABEALwDv/x0A7/86ABEAAAAFANf/NQAFADUA7//7/9H/1/8dAO//NQD1/xEAFwAFAPX/6f/d/93/9f/j/wUA1/8LAO//CwDp/9H/4//j/+n/6f/1/+n/BQDj/+n/+/8AAPv/7/8XACkA4/8AAO//AADp/9H/1//X/+P/3f/1/+n/7//7/+P/0f/j/8v/4//X/93/xv/1/7r/xv+6/+P/9f/G/wUA6f8XAAsAFwAAABcACwAAABEAAAAXABEAEQAXAPX/EQALABEACwARAAUA7/8FABEAIwAjADUABQALADoALwA6ACkANQAjADUAFwD1/wsAEQD7/67/9f8jAMb/qP/1/8D/BQBvAO//1/8jACMAwP/R/7r/AAA6AAsA9f8AADUALwARAPv/BQAvAO//CwALAOn/KQApABEA1/8AABcA9f/X//X/+//v/93/4//1/wUA+//R/+P/1//p/8b/0f/j/xEAKQAjABcAFwDj//v/3f/A/9H/6f/L/8b/wP8XAN3/4//R/93/4//j/wsA7//1/9f/BQD7//X/EQDj//X/6f/G/9H/1/8AAPX/HQAjAB0A+//R/+P/7//p/wUA9f/j/93/1/8RAB0A7//L/8v/3f/R//v/7//p/+//6f+6/8D/y/+6/8b/y//1/+n/6f/X/8D/0f/G/+//7//X/+//4//G/93/y//1/+n/1//v/+P/xv/A/9f/1//G/+n/9f8LADUAKQAvAC8AEQD1/wsA9f8FABEAEQARAMb/+/8LAAsAEQALAB0AEQAdACMAIwAjAAUA6f8LAPv/CwDv/xEAFwAvABcAFwAXAAAABQAXAAsAAAD7/wAACwD1/xEABQAXABcALwAdAAUA7//v/xEAFwAjAAsAFwDp/xEA4//1/zUABQDp/93/9f/v/+//HQDj/wsABQD1/+//9f8FAAUAIwARAAsACwAjABcAAAD1/wUACwDd/+n/EQARABcA9f8RAAAAIwA1AAsA6f/1/ykA+/8RAOn/1//p//v/3f/d/8v/6f/7/wAAEQD7/+//AAD7/8v/6f/L/93/3f/L/93/xv/j//X/4//R//v/9f/d/9f/xv+0/8v/tP/R/+n/+//j/9H/9f8LAPv/BQD7/+n/+//d/93/y/8FAO//7/8LACkABQD7//v/AADd/+//BQD1//v/9f8AAPX/9f8AAPX/7//p/+n/CwARAO//4//p/93/7//X/+P/AAAFAOn/3f/p//v/FwAjAAUAEQDp/wsAIwAXAAsABQAAABcABQDv/+//CwARANH/4//j/+//4//d//X/9f/p//v/9f/j/+//+//7//v/4//p/67/ov+6/6j/0f/p/+n/FwDp/+P/CwDd//X/FwAFAPX/9f/v/93/7//j//X/4//v//X/AAAFACMAAAAdAO//CwARAPX/AAAdAO//7/8AAOP/FwALABEAEQARABEABQARABcACwAdAAAAHQD7/xEA+/8FAB0AEQALABEABQAdACkAIwAXABEAFwAvAPv/CwAdAAsABQD1//X/7//X/wAA1//1/+//AAAAAN3/0f/L/+P/1//v/+P/4/8AALT/3f/v/+//+//7/+P/4//j/8D/1//7/+P/4//d/+n/4//j//v/9f/1/7r/y//G/8b/3f/A/9H/xv/d/+P/4/8AAOP/9f/j/+n/9f/7//X/AADv/wsA4/8RACMA+//1/93/+//v/wUAFwD7/+P/7/8AAOn/AAAAAPv/3f8AAOP/+/8XAAsAEQD7/yMAEQDX/93/9f8LACkA+/8LACkAIwAvAAsABQD1/wsAAAAFABcAQAAjACMAFwAXAB0A7/8FANf/9f/1/wsAAAALAAAA+//v/wsAEQARAAAA9f/v/wAAEQD1/xcACwALAAAAIwAAABEAKQALABcA+/8XAPX/EQAFAAsACwD1/xEA+/8RAPX/7//1//X/7/8dAO//EQD1/+n/7//p//v/7//1/9f/7//7/+n/7//v/+//BQALAB0AIwALAAsA9f/1//v/9f8FAN3/7/8AAAAA6f8jAB0ACwA1AOn/3f/X//v/1//G/+n/3f/X/9H/4//1/+//3f/j//v/3f/R//X/6f/G/9H/0f/G/8v/wP/G/8b/1//p/9H/AADj/+//+/8AAPX/6f/p/9f/4//7/+//9f/d/+P/6f/j//X/1/8AANH/3f/j/+n/3f/L/8v/xv/d/8b/7//R/wUAHQDd/xEA+//1/+P/3f/X/8b/y//A/93/7//A/+P/6f/d/+P/BQDv/+//BQDd/9f/+//X/8b/6f/j/+n/AADX/9H/wP/X/8b/xv/v/93/+//j/93/4//R/9H/wP/d/+P/7//1/+P/+//d/9f/+//p//v/6f8AAPX/HQAdABcALwAXABEAEQBGADUALwAFAEAAFwAdACMAHQAvAB0AHQAvAB0AOgAvAEYAUgBAAEAANQBAACkAKQALAAAA4//j/wAACwARAB0AIwAXAB0ACwAAAPv/+//1/ykAEQAdAEYAIwAdAC8ABQARAAAACwD7/+//EQD7/wsABQD7/+P/xv/X/9f/y//p/+n/BQD7//v/KQAXACMAIwAdAAUAKQARAAUACwAFAAsA+//1//X/EQAdAPX/EQAFABEAAAALAAUAEQAFAB0AIwALAB0ABQAAAB0AFwAdAAAAHQAFAAsAEQAjAAAACwAjAB0ACwAXABcAAAD1/93/7//7/+P/6f/R/9f/7//p/+P/7//L/8b/uv+W/6j/y//L/8D/xv/A/8v/y//A/8D/0f/X/+n/xv/R/+n/1/8FAMv/0f/d//X/4//p/+P/9f/j/8v/+//p/wUA4//v//X/4//d/+//6f/d/93/4//d/8v/9f/1//X/+//j/+P/9f8AAO//1/8RAN3/BQDp//X/6f8RAAUAEQALAPv/CwDp/xEA+/8FAPX/+//7/wsA+/8RAAAA4/8LAOn/HQARAAUAFwD7/ykA7/8RAAAA9f/1/xcAFwApABEABQAFAAsAAAAFAB0ABQAdAAsABQD7/xEAFwAAAPv/y//7/9H/xv/R/8v/6f/j/+n/rv/X/8v/tP/p/+P/4//G/9H/wP/X//X/0f/v/+n/+//d/+P/3f/R/7r/y/+c/8D/9f/1/93/9f/p//X/CwD1/wAA+//1/+//7//7/wAA+//v/+//BQDp/+//7//v/9f/+//1/7r/0f/d/+P/6f8XAO//HQAXACMAIwALABcAAAAXACkABQAXAAAA4//j/+//9f/j/wUABQAdAB0AFwAjAAUAFwD1//X/BQAFAAAAKQAXABcAKQAjAO//7/8pAB0AKQAXAPv/+/8LAPv/AAAjAAUAFwAAAC8AEQD7/+//6f/j//X/9f8AAAAAAADv/wsAAAARAOn/LwApAC8AEQARAAsACwAFAAAAAADd/wUAAADv/8v/9f/p/9f/y//X/9f/uv/G/7T/tP/X/+P/3f/R/93/1//L/9f/0f+o/7r/uv+0/8b/0f/R/+n/6f/p/wAA+/8FAN3/+//p/+//9f/p//X/4//p//v/4//d/wsAAAD7/+P/9f/1/wAACwALAAsAEQARAAsAKQARAOn/AAD1/9f/3f/v/93/y//L/9f/6f8LAAUA+//7/8b/1//7/wAACwALAAUALwApACMAEQApAB0AFwARACkAEQAdACMALwALAAsAFwAXAEAAFwAjAAsAIwAdABEAKQAjAB0AAAAAABEAFwARABcAKQAjAAsAHQAdABcABQALADUACwAFACkAIwALAAAAFwD7/x0ABQD1/wUA9f/1/93/6f/j/xEAAAAFAAUABQAAAO//1//A/93/+//v/+//6f/v/93/AADv/+n/6f/G//X/xv/R/+P/1//X/8v/y//d/93/0f/p/93/6f/X/+n/3f/1/93/0f8AAOP/7//d/+P/uv/d/+P/6f/R/93/3f/p//v/7//p/+P/3f/v/+//+//1/wAA+//7/9H/wP/X/93/y//X/8v/xv+0/+n/6f/j/9f/0f/7/+//7/8LAO//3f/p/+P/9f/1/+//7//7//v/IwAAAB0A+/81ACMAIwD7/yMAIwAFAEYAFwAvAB0ALwAjADUABQAAABEAFwARAAsABQD1/wUAEQAjACMAHQAdAAsABQAXAAsA+//7/xcABQALAO//AADp/+P/3f/v/+//+//1/xEAHQDv/wAAFwAdAPX/EQD7/wUA4/8FAOP/BQALAAsABQARAPv/KQD7/wAAAADj/+n/4//1/8b/3f+6/8v/0f/v/+//1/8RAPv/+//v/9f/6f/L/93/4//d/8v/xv/R/+P/+//R/+P/6f8AAO//1/8RAO//+/8LAAAA7//7//v/CwARAB0ABQDj//X/BQD1/xEA7//R/8b/1//X/93/1//d//X/4//p/wUA6f/p/+n/9f/d/+n/AADp/+//1//v/9f/9f/G/+//4//j/9H/4//7/93/+//v/wAA+//1/wsABQAdAAAA9f/R/93/3f/L/+P/3f/p/93/7//1//v/0f/v/9f/6f/v/+n/BQDv/xcA9f/v/+P/4//7//X/4/8FAAAABQDp/8v/9f/7/+//7//d/+P/9f8XACMA4/8RAPv/4//v//v/7/8XAAsAFwAAAO//+//7/wsAEQARABEAAAALAAUA9f/1/xcABQDv/xEABQAjAB0AHQAdABEA9f8RAAAA+/8LANf/+//R/93/6f8LAAUAEQAFAAsAAAARABEACwAFAAUA+//1/wAABQARABEAKQAFABEA7/8AAPv/CwARAB0AHQALACkAAADj//v/CwD7/wUA+/8FACkACwAvABcA+/8AABEAEQAXADUABQD1//v/7//1/wUA7//p/wUA9f8LABcAAADd/+n/4//j/+n/+//7/93/+//1/+n/6f8FAAUAAAD7//X/FwAXAAsAEQAdAAUAHQARAAUAHQAvACMA+/8pAAAAAAD7//v/9f8FAC8AIwAjABcAEQALAPX/3f/1//X/CwAXAAAA+//7//X/6f/v/+//4/8FAOn/6f/p/9H/1//j/9f/1//7/+P/4//X/93/4//j/+//AAAFAAUAAAARAAUA7//1/+//6f/j/+n/6f/7/+n/+//7/wAAAAARAAUA9f/p/9f/4/8AAOP/BQAAAPX/3f+0/8v/y//j/9f/tP+i/5H/ov+6/8v/xv/j/8D/uv/L/8b/xv+u/93/6f8FANH/AADL/9f/y//X/9H/0f/v/+P/0f/d//X/CwD1/9H/xv/j//X/1//j/+//1/8LAO//0f/v/+P/6f/A/93/xv/G/93/1//p/+P/7//R//X/9f/d/+//1//j/+P/9f8LAAsABQD7/wsABQApAAUA4//j//v/9f/1/wUACwDv/+//9f/v//v/3f/X/wUA0f/7/wAABQD7/wsA+//p/9f/1//p//X/FwD7/wAAAAD7/+n/7/+u/93/1/8AAAAACwAFAPv/EQALAAUA9f8FABEABQALAAsACwA1APv/CwDj/x0AKQApAB0AKQAAAAsACwApAEYAEQBAABcAFwAFAAAAEQAAAPX/AAAXAEAALwBGAC8AAAAXAAAABQD7//X/NQAdAC8AIwAdABEAEQAFAPv/EQAXACMAEQAdADUANQApAAsACwALADUAEQAjAB0AAAAXAO//+/8LAPX/BQAAAAUAEQAXABcAFwAAAPX/AAD1/yMAEQApACkACwAAAC8ANQAdABcAIwAdAAAAIwAdAAsAOgAjADoAIwAjAB0ALwBMAAsAIwARACMAKQAjACkANQA1ABcACwALACMAAAD1//X/7/8FAPv/4//X/+P/4//1/93/BQDX/xcACwAXAOn/y//v/9f/+//L/9H/y//R/9H/3f/X/7r/1/+o/+n/1//d/93/0f/R/+n/4//L/7r/xv/G/7T/y//R/9f/tP/L/7r/3f/R/8b/0f+0/8D/wP/R/7r/qP/X/9f/y//X/9H/y/+o/+n/0f/G/9f/3f/d/9f/6f/R/wAA4//v/+//uv/p/6j/1//p/8v/6f/A/+P/3f/v/wUA7/8RAAsAAADp/+n/4//d/7r/xv8LAN3/6f/d/8v/uv+o/7T/tP+6/8b/y//v/+n/9f/1/wUA9f/j/+P/1//R/+P/6f/1/8b/0f/d/8b/1//R//X/0f8FAPX/3f8LAOP/+//R/wsAFwAvAAAA+//v/x0A6f/v//v/+/8dAO//EQARACkACwApAPv/AAAdABEA6f/p/wUA7//7//v/AADv//X/BQD1/93/9f/7/xcA+//p//X/6f/7/wAAKQD7/xEAOgAdAB0ACwCu/ykA0f/X//X/9f8RAC8AFwDj/wUAEQAAABcARgA6ABcACwA6ABcALwAFAC8AKQA6ADUANQAvABEAOgAvAEYAKQA1ADUAFwAvAB0AEQAFAAAAxv/p/93/xv/j/+//AADv/+P/1//X/9H/3f/L/9f/0f/v/9H/7/8AAAUAFwApAC8AIwApACkAFwAjAAAAAAARABcA+//7/wsAEQALAAsAKQALADUAEQApADUARgApAB0AIwA6AAAAEQAdAAsAIwALAOP/AADd/9f/+//X/+P/7//p/8v/+//j/93/7//p/+//AAD1/9f/FwAAAPv/4//R/+//4//d/+P/0f/p/7T/4//X/9H/1//R/9f/uv/1//v/6f/A/9H/0f/R/+n/+/8AAAAA6f/v/9f/4//1/8v/9f/j/+//9f/7/8D/4//R/9H/wP/v/wsA9f8pAAAACwAXAB0AHQApAEwAIwAjACMAEQA6ADUABQDp/wAA9f8RAO//BQAAAO//HQDp/+n/7/8AAOn/4//p/wUAQAApACkABQD7//v/1//p/+n/9f/7/y8AEQA1ACkACwApACMANQAdAAUA6f8RABEACwAdAB0AEQDv//X/9f8LAAAA9f/7/+P/4/8AAOn/CwD1//v/6f/d/+//3f/p/9f/6f/A/9f/rv/A/6j/nP+o/6j/uv+6/8D/uv/A/8b/qP/A/9H/0f/R/+n/1//X//X/1//p/+n/3f/d/+//1//d/93/9f/v//v/CwDd/+P/AAAAAPX/BQAFACkAFwD7/wAA9f/j/+P/EQDp/wUACwAXAAUA+/8RANH/7/8LAOP/AAD7/+P/FwDv/+P/9f/p/+//AADd/+//4//X/+P/0f/L/6j/1//X/+P/y//p/wAA3f/p//v/+//v/+n/9f/L/ykA7/8jAAUAAAD7/+//9f/d/8D/wP/R/+//3f/v//X/xv/X/9H/0f8AAOP/6f/1/+n/6f/p/93/1//X/93/6f/X/9H/3f/X/wUA3f/G/8D/1//R/+P/6f/p/+n/6f/j//X/4//7/wUALwApACkAKQAdACkANQAjAAUA9f/1/xEAEQD7/zoAUgBSAEAAHQA6ACMAIwAXAB0AIwAjAC8AOgAXAB0AQAAXAPv/7//v//X/7//L/7r/7//d/+//6f8XAPX/7//1/+//7/+6//X/7/8RAAUA6f/v/xEACwAAAAsAKQA6ACMAFwARAAAAIwAAABcAFwApAB0A9f8XABEA9f8RAC8AQAALAEAAFwALABEAKQARAOP/7/8AABEAAAAFABcAHQARAB0AIwAjAAAAKQAdADUALwApADoAFwDp/xEAIwAFACkAEQARAB0AFwAdACMALwBMAEwAOgA6ACkAHQARAFIAUgBSAGoAXgBYAEAAagAXADUAAAAFABEABQAAAAsA7//7//v/y//X/+P/3f/d/8D/6f/R/+P/wP+6/67/tP+R/7r/qP+6/7r/uv+0/8D/y//G/67/tP+i/5z/lv+W/8b/qP/d/7T/wP+0/6L/rv/X/+n/xv+6/67/tP+o/67/wP/d/7T/0f/j/9H/1//d/9H/0f/A/8b/4//A/9f/3f/d/+P/3f/R/93/+//X/9H/6f/j/+n/4//7/9H/wP/L/5b/0f+6/8D/1//R/+n/6f/v//X/BQDv/wAABQAFAAsACwDv/93/6f/d/93/7//p/+//BQD1/+n/4//7//X/3f8FABcAKQD1/wsA9f/X//X/3f/j/+P/+//j//X/CwD1/+//AAAFAAAAEQAXAAsALwAAACkAEQALAO//EQD1/+//9f8AAB0AAAApAAsAHQApACMANQApAC8AQAAjABcAEQAjAPX/+//d//v/EQAjAAUA3f8AAAUA9f/7/+n/7//p/+P/+//v/+P/7/8RAPX/BQAAAB0A+/8pABEAAAA1AB0AIwA1ADoAFwApABEA7/8FAO//BQAdAB0ANQAdAG8ALwAjAAAACwDv//v/BQAAAPX/7/8LAAsACwAAAAsAAAApACMAKQAFAAsAFwApACkAKQBSAEwAOgAvADoAKQAdAAsAFwAjABcALwApAPX/NQBGAC8AEQAdAAUA9f8LAAUAFwDp//X/6f/G/+P/9f/p/+//6f/7/+//y//X/93/lv/v/67/7//d/wAAAADv//X/y/+u/9H/xv/L/93/uv/G/7r/xv+0/8b/xv/G/7r/xv/L/8D/xv/L/+P/4//j/+n/3f/v//X/0f/R/8v/wP/j/7T/7//v/+//AADp//v/6f/X//X/+//v/wUAIwDp/xcALwALAO//CwDj/+n/+//j/wAA6f/v/+P/4//p/+P/4//v/+P/AADd//v/4//p/7T/wP/A/8b/3f/L/9H/9f/7/+//4//X/8v/+//R/9H/6f/G/+n/0f/R/8b/1//1/+n/6f/d/+n/3f/1//v/6f/d//X/7/8AAOn/7//j//X/4//p/wAAAAD1/wUALwARACkACwD7//v/CwARABcAKQBMADUAQABAAB0AFwApABEAEQA6ACMALwA1AEAAEQAFACkAEQAjAAsACwAdAAAAAAAAAAUA+//d//X/0f/1/+n/AAD1/93/4//v/93/0f/G/+P/1//X/8D/3f/p/9H/7//d//X/0f/R/+n/1//X/8v/4//1//X/AADX/9f/9f/v/93/y//d/9f/3f/d//X/uv/d/9f/6f/v//v/6f/7/wAA6f9AAO//FwAXABEAFwARAPX/7//j/+n/9f/1/y8A6f8LAPv/EQDv/y8A+/8LABcAEQAjAB0ARgARADoANQBMAEYATAAXAB0ABQARAO//EQBMABcAEQDp//v/+//v/wUA4//1/+n/9f/7/xcAEQALAAUA9f/7/wsA4/8RAPX/9f8AAPX/6f/p//v/6f/X/93/4//v/93/+//1/+P/3f/j/+n/9f/R/+n/uv/G/7r/nP+c/6j/uv+i/8D/1//G/8b/1/+6/93/6f8FAPv/+/8RAPX/BQDj/9H/7/8XADoAFwApACMAKQAjAB0AHQAdAB0AFwAFAAsA+/8XACMAEQARAAsACwAFAPv/LwAFADUAIwBAABcAEQA6AO//BQA1ABcAHQBSAEAANQA1AEwANQApAEAAUgA6ADUAFwAXAB0A+/8XAO//CwALAAAAKQAdAAUACwAAAPv/6f/7/wUACwD1/+n/4//7/+//xv/7/8b/1//v//X/+//v/+//4/+i/8v/y/+6/9f/7//d/+//3f/R/7r/1//L/9f/4//j/xEAEQD7//X/y//R//v/9f/1/wAAHQAdAAsAHQApAAsAEQARAPv/CwD7//v/EQDj/wsAHQAFADUABQDp//X/9f8FAOn/7/8FAOP/0f/j/9H/3f/j/+//tP+0/9H/4//X/8D/4//G/+P/6f8LAAsACwAXAPX/FwAXAO//4//1/xEA7/8AANH/6f/A/7r/y//X/67/6f/p/+P/tP+u/8b/xv/1/8D/7//A/8D/6f/p//v/7//j/+//1//v/93/1/+6/9H/3f/d//X/+//X/67/wP/G/8b/rv/X/7r/1//X/8D/0f/d/9f/4//R/8b/xv/X/9H/1//A/9H/3f/j/93/wP/R/93/1//A/8v/+//j/9f/BQDG/+//3f/1/+n/9f/1/wAA7//X/+n/4//X/9f/9f/R/+//7/8XAOP/+/8FAPv/FwARAAAA+//d//X/6f/p/wUA3f/1/+n/4//d/+n/y//d/+n/+/8dAAUAHQA6ADoANQAdABcAHQApADUARgBGAFIAKQB1ADoANQAvADoAZAAvACMAOgAjADUACwAFAB0AQAAXABcAWAA1AFgAKQA1AC8ANQA1ACMAXgBGAGQAWABeADoAOgA6AAAACwD7/xcABQAFAAsABQD1//X/AAD1//v/CwDp/wsAFwAFAO//7//R/+P/4//d/9f/9f/p/+n/+/8AAAAAEQDv/+P/+//L/wUA3f8LABEAIwAAAO//IwAjACMAEQBkADoAagAjADUARgALADUAIwAvACMAHQApACkANQAFABcALwApAPv/9f/d/wAA6f/j/+n/wP/v/8v/4//A/+P/y//d/93/y//X/8b/xv/G/8D/xv/v/8v/uv+6/9H/3f/p/+n/7//d/+n/9f8FAOn/7//j/93/AAALAPX/4//1/9f/6f/d//X/+/8AAPX/6f/p/9f/y//7/9f/9f/X//X/9f/j/xEAAAAAABEAIwAFAB0AFwAdABEA+/8XAAAABQALAO//FwAdAPv/BQDv/9f/3f+6/9H/uv9//6L/xv+u/93/y//A/7T/tP/G/6j/y//L/9H/4//R/8v/tP/L/9f/1//j/9f/0f+0/7T/1//R/9H/3f/d/9f/1//X//X/wP/j/wsA7//7/9f/9f/d/9f/3f/G/8v/1//d/+n/3f/G/9H/9f/d/93/6f/1//v/9f/X/9f/4//d/+n/6f8LAO//3f8AANf/6f/j/8v/AAALAAUAAADv/wAA7//j/wsA7/8XAAAAIwAAAPX/FwDv/93/6f/L/9f/0f/R/9H/y//L/8b/3f/7/wsAHQALABcAEQALABEACwALADUAKQAjACkALwALAB0AAAALAAUAFwAAAAAAHQAdAAUA+/8LAAUABQD7/wsAEQAAAAUA+/8LAAUAAAAAACMAFwAjAPv/IwAFABEAHQALACMAEQAjAEYANQA6ACMAIwApAEAARgBSADoAbwBkAFIAQAAjAEAAAAALACMANQAdAB0ANQA1ACMAHQAFANf/4//j/8b/1//L/9H/y//R/6L/xv/R/+P/3f/7/+P/BQAFABEAFwAdACMAAAApAB0AOgAvADUAEQA6ABEAQAAXAEAA3f9AABcAuv/p/+P/3f+u//v/qP/1/+P/9f/7//X/IwAdAAAABQDj/93/AAD7/wsABQAFAPX/+/8FANf/y//L//X/1//p/8b/3f8LAPX/4//j/+//CwALAOP/4/+o/8D/xv+6/8v/rv+o/3n/hf+o/6j/kf+W/6j/i/+6/8v/wP/L/67/rv+R/7r/xv/X/8v/1//j/9H/1//v/7T/3f/j/9H/4//v/wUACwApAC8AHQAFADUAQAA1ADoANQApAAsAIwA1ACMAIwAXAEAAOgApACMANQApACkAFwALAAsAEQAXABEABQDv/9f/uv/L/9f/y//v/+P/4/8AAPX/BQDp/xEA7/8RACkABQApAB0ACwARAAUAHQAAAPX/CwAXAPv/4//1/+n/7//A/+P/+//p/wsA7//7/xEABQARABEAFwAdAAUAKQA6AEwARgBAAF4AHQAvACkATABMADUALwAjAAsAFwAFAOP/0f/p/8b/0f/d/+//+//A/9H/uv/1/+n/7//7/+n/1//L/9H/7//d/8v/xv/A/8v/9f/p/+//6f/j/93/xv/A/8D/xv/1/+P/CwD7//X/9f/j/9f/0f/X/93/9f/j//v/6f/A/7T/wP+0/8b/uv/A/7T/xv+c/5z/tP+0/7T/4//R/93/9f8LAO//CwD7/x0AHQAjACkANQApAEYAIwAXAAsA9f/1//v/BQDv/wAA9f/7/xEA4/8FAO//9f/p/+//y//v/8b/4/8AAAsA+//1/wUAAAD1/wAACwAdAO//BQAFAAAA+//7//v/0f/v//v/4/+o//X/1//R/8v/3f/R/9f/0f/X/93/1//7/93/CwDL/+//6f8LANf/1//R/8v/3f8AANH/+//7//X/7//v/wsA6f8AAMv/9f/j//X/BQAjAAUAEQALABEA+//7//v/AAD7/+n/3f/j/xcA3f8LAAsAHQALAAAAHQALAAUA9f8jAC8ARgBAAC8ARgA6AFIARgApACMAIwALABEAEQAXAAAAFwA1AB0AIwAFABcAKQApAEYAHQBSAF4AWABqAEYAbwA1ACkALwBAADUANQBAAEwARgBqAFIAQABYAGQAXgBMAC8ARgA6ACMAHQAFABcAIwDv/+n/BQAXAAAAAAAAAO//AAALAAAABQAXAPX/6f/v/wsA7//1/wAACwAFANH/tP+o/9f/y//X/7r/y//R/9H/1//p/+//3f/A/93/1//d//v/9f8RAO//AADj/xEA0f/7/wAA9f/d/93/y//X/93/1//v/+n/0f/v/8D/3f/d/+//1//X/+n/1//X/8D/i/9n/5H/ov+i/6L/1//X/+//4//j/7r/wP/G/8v/uv+0/67/tP/A/9H/1/+o/8b/tP/1/+n/+//7/93/4//j/+n/+//j/93/BQAAAAAA1//d/8D/tP/L/8D/+//v/wAAy//1/+P/0f/p/93/6f/v/wUA4/8AAPX/AAD1/+P/7//R/9f/wP/L/8b/1//L/8v/xv/L/9H/tP+u/8D/y//R/7r/y//X/9f/3f/G/7r/6f/j/7r/0f/G/8D/xv/G/9H/7//p/+n/0f/p//X/BQDv/93/BQD7/xEA+/8XABEACwARAAAABQAFANf/HQAAAB0ACwDd/+P/y//L/+P/4//7//X/AAAFACMAQAA1AEYATABSABcATAApAEwAQAAvABEAHQAFAAAA9f8AAAUA7/8LAOP/AAD7/xEAEQARAB0AFwApAEYAQABqAEAANQBSADUANQA6AEYAKQAdACkAQAA1ADoANQBMAEAAIwApACkALwA1ACkALwBGAEwANQBMAEYAIwBMACMALwApADUABQAXAB0AFwAFAC8A7/8LAAUABQApABEAHQAjACkAFwAjABEAEQAFACMAEQAjADUAKQAFAPX/6f/G/9f/4//v/+P/0f/p//X/y//R/9H/ov/X/+//xv/A//v/9f8FAOP/xv/d/+P/7//v/+P/4//R/93/7//p/9H/3f/L/8b/uv/d/+P/9f/X/+n/KQD7/yMABQAvABcACwAAANf/y//G/93/+//1//v/1//d/xcAAADd/+P/1//R/9f/ov/L/8v/0f+W/7T/nP+o/9f/tP/L/7T/wP/L/7r/xv/d/+//4//p/+//+/8FAAUACwDj/wUA9f/7/wAAFwAvAAsAFwD1/+//9f/p//X/1//R/9H/y//p/9H/1//X/7r/y/+i/9H/rv+u/67/qP+0/5b/nP9//5H/i/+W/8D/3f/A/+P/BQDj/+n/y//1/9f/+/8RAAAAIwAFABEAFwALACMAEQAXADUAFwAdABEAEQALABcA9f/7/wAANQBAADUARgBAAAsA7/8jAPX/FwARABEAEQAjAAsAEQALACMANQAXACkABQARAC8AEQAAADUAIwAXAB0AEQALAAAA6f8LAAsA7/8FAAAAKQAjAEAANQBAAB0ARgA6AAAAKQApAEAAEQBGAB0A+/8FAB0AEQARADUAIwARAAAAFwAjABEABQD1/+n/6f/7/wsAAAAAAAAA0f/X/93/6f/X/+P/4/+6/9f/1//j/+P/0f/X/+//+/8XAOn/CwD7/+//1//7/+P/3f/7/wAAAADj/+//7//1/+n/BQDp/9H/y//L/8v/uv/A/8b/1/+6/8v/qP/d/8b/y/+0/8v/y//d/8b/wP/R/8b/1//d/8v/1//X/9f/1//j/8v/+//7/wAAEQAvACkAIwAFAOn/HQApAEYANQAdADoAIwARABEAFwAXAC8ANQApACMATAAvAB0AKQAdACMAEQAdACMAFwDp/wAA4//p/93/0f/j/8D/6f/L/8b/rv+0/67/uv+0/7T/4//G/9f/0f/R/7r/3f/j//X/EQALAB0AAAAXAAsA+/8XAAsAEQARAAAA+/8FABEA9f8XAAUAHQARAAUA+/8FAAAA7//7/+//BQDp//v/AAAXABcAAAAdACMALwAdAAAACwDj/+n/7//p/+P/1//d/67/uv+6/93/4//7/wUA9f8AAAAABQALACkAHQAFAAAAFwAXAAUAFwAAAPX/6f/p/+n/7/8AAAAAEQD1/xcACwD7//v/+/8jACkAFwD1/+n/6f/j/8v/1//L/7T/4//R/8b/y/+6/6j/qP/G/7T/7//G/8b/+//v/+P/7//p/wUACwAXAPX/6f8RAPv/CwD7/xEAIwAjACkAEQApAB0AQAApACMANQBAADoAFwAXABEAAAD1//v/4//d//v/7//j/+P/BQALAO//4//v/93/BQAXABcANQARADUAFwD1//v/BQAFAAUAEQAAAAAA+/8FAO//AADj/+//3f/v//v/AAALAB0A+//j/wAA7//p/8v/7//j//X/7//7/9H/xv/d/9f/1//L/9H/+//X/+//1//v/wUA4//v/+n/9f/j/9f/0f+6/8D/0f/j/wsA3f/p/93/3f/X/8v/9f/v//X/9f8FAAUA6f/1/+P/9f/7/wAA+//j//X/1//v/7T/+//X/8v/4/+6/+n/y//G//X/1//R/9f/+//G/7r/rv+c/7T/rv/R/8b/AADd/8v/1//j//v/3f8XAPv/BQDX/+n/7//7/wsA6f8dAPv/7/8LAOn/4//p/8v/xv/G/9H/6f/1/93/+//d/9f/AAD1/9f/+//j//X/AAAFAPv/AAARAAUACwAAAAUAAAAFAPX/KQAXAB0ACwAdAAUACwARABcAKQD1/zUAFwAdAB0AIwAXABEALwA1AB0AFwAFACkACwAXAB0AKQAvABEA9f8LAAUA7/8jAAsAIwAXADUAOgBGAEwAQAA6AAsALwALAC8AQAAjADoAQAAjAEAAKQAjAC8ABQAvAC8ANQBAAEAABQAjABcALwALAAUANQApAEAAFwApABcAFwALAB0ACwApABEAIwAjACkAKQApACMAAAAFAAsA6f/v//v/AAD1/93/AAAAACMA3f8dAPv/EQDj/wAABQAFABEABQAFANf/AADv/93/1//R/8v/4//j/wUA7/8FAAsABQDv/93/6f/X/9H/7//v/+//3f+6/7r/0f/A/93/9f/j/+P/y//L/9f/7//d/93/BQDj//X/3f/R/93/6f/d/9H/xv/1/9H/1//X/93/+//v//v/y//R/8b/1//j/+P/6f/L/+P/y//v/6j/wP/G/6j/y//R/+P/1//d/7T/uv+i/9f/1//X/+//BQAFAO//+/8FABEAFwA1ACkAFwD7//X/7//7/wAA6f/d/9f/3f/G/9H/+//j/wUAAAARAAUAAAD1/+P/3f/R/9f/1/+0/8b/uv/d/+n/6f/j//X/+/8LAAUA7//7/+n/7//1//X/7//7/+P/CwALAAAA+//j/+n/7//X/+n/4//d/8D/y//L/67/xv+0/8b/wP+6/8D/1//j/93/+//j//X/BQALAOP/3f/j/9f/4//R/93/CwAAAO//AADp//X/EQD1//v/OgAdACMACwARAEYAEQApACMABQAjADUARgAXAEAATAAXAAsA9f/7/+//9f8FAPv/+//p//X/BQAFAAsABQDp/+n/+/8FAOn/AAAFAAAAFwAdABEACwAvABcABQARAOn/9f/d/wsA7/8dAO//EQAdABcAKQAdAEwALwA6ABEAAADp//X/EQALAO//6f/d/7T/3f/v//X/1//L/9H/4//d/+//+/8AAPv/CwARAOn/BQD7/8b/9f/1/wAA3f/v/wUAIwAvAB0ALwAjAAsAEQDp/wAACwD1//X/7/8LAAUAAAAXAPv/9f/v/wsA6f8XAO//y//A/8v/qP+R/67/uv+u/5b/lv+o/9H/1//j/9f/7//1/wUAAADv/+//9f/7/y8ABQARAAsAEQARAPv/0f8LAAsAHQAFAOP/AADp/wAAHQALABcAKQBAAFIAOgA1ADUAOgARAB0ANQAjAB0A+//1//v/6f/X/9H/+/8FANf/6f/d/wAA9f/v/9f/+/8AAPX/4//j/wAA0f/v//X/4//1//X/HQAdAAsAIwAFADUAFwAFAO//4/8XAAUAAADp//X/0f/7/+P/7//X//v/AAAdAC8A+/8dAB0ACwD7/xcAAAAAAOP/4//X/+P/6f+u/9f/0f/G/8v/4//d//v/6f/G/8D/4//G/9H/1//j//v/9f8FAOn/AADj/wUA6f8FABEAEQAdACMALwARACMALwAdAAAAAADp/+P/+//1/+//1//p/+n/4//d/7r/xv/L/8b/3f+6/8v/wP/G/8b/tP+u/8D/wP/L/8v/1//d/9f/AAALACkALwBAADUAFwA1ABEAIwApAEAAUgBMABcAIwD1/+P/tP/A/9f/xv/A/7T/9f/G/ykA3f/p/+n/4//R/9f/AAAAAPv/9f/j/wUA9f/1/wAA7/8vAB0ABQARAAUAKQA1AEwAOgBAAGoAZAB7AEYAdQAvAEwAUgBGAC8AKQBYAF4AQABAACkAFwD7//X/9f/L//X/6f/p/93/9f/A/9H/nP/R/8b/4//G/9H/wP+i/8D/rv+6/7T/xv/L/8v/rv/p/8b/6f/1/9H/+//7/+//7/8AACkACwARADUAKQAXAAUAKQAFAPv/LwDd/9f/4//G/9f/6f8FAB0A1//v/+P/CwDp/8v/1//L/9H/i/+u/8D/0f+6/67/ov/A/8b/4//v/wAA+//7//v/0f/d/93/7//X/wUA+//p/+n/+//1//v/+/8FAMv/CwDj/y8ALwAvADoAFwAFAPv/4//1//v/AAAjAAsAOgDv/9f/1//p/8v/0f/j/+P/BQD1/+P/+//v/+n/0f/X/9H/4//X/8b/xv/A/9f/uv/R/+P/1//L/wAAwP/X/9f/0f8dAPX/CwALACMAFwApABEANQAXADUAOgApAB0ACwAvABcAOgA1ACkANQAjAOn/FwBMAEAAOgD7/yMAIwA1AEwAKQBAAFIANQA6AAsACwAdAAAAHQD7/wAAKQARAAsA4//d/wAAy//7/+P/xv/7//X/CwAAAPX/9f/7//v/3f/G/8b/y//R/+P/4//d//v/6f/j/yMAAAD1/+//7/8FANH/xv+0/9H/3f+u/8b/qP/A/8v/wP/p/wUA6f/d/8b/9f/G/9H/0f/X/9f/y//R/9H/4//7/+P/1//X/+n/+//X/8v/wP8XAB0ALwBGAB0AIwAdABcABQAFAAsAOgALAPv/1//d//v/0f+6/wAABQAAAOn/EQD7/93/IwDv/+//4//7/+P/3f/1/+P/+/8AAPv/+//p/wAAFwAvACMAHQAjAB0ANQAdAAUAHQAXAAUA9f8LAAAA6f/p/wAAAAAAAO//7//p/7T/7//R/wAA3f/A//X/y//7/93/3f/d/7r/4//p//X/CwD7/xEACwAXAAsA6f8XABEAIwAXAAsAFwAXABcABQDj//v/CwD7/wsA4/8dAB0AXgApAEwAKQALACkACwAFABEAFwApAB0A+/8RAN3/7//j/wAAIwDd/wAA6f8AABEACwAjABEA+/8dABEALwA1AEAAHQBAACkAKQAdAB0AEQALABcAHQAdAB0AAAAFACkAAAAAAO//3f/7//X/0f/X/9f/y/+i/93/ov/G/6L/lv+6/6L/tP/A/+n/EQAvAN3/+//j//v/0f/d/8D/rv+0/6L/wP/d//X/9f/p/+n/6f/d//X/EQD7/wAACwAXAO//4//X/+P/4//d/9f/0f/j/93/tP+i/9f/0f/v/9H/7//p/7r/4//R/9H/1//p/+n/1/8dAAsA9f8LAO//+//d//X/+//v/wAA6f/1/+P/6f/G//X/4//v/+//3f/R/8v/6f/j/+//CwARAO//CwDX/+n/AAAFAAUA+//v/xcABQDv//X/6f/7/93/6f/v/wAAFwALAAsAEQAjABcAIwAXACkAFwA6ADUALwBMAEwAHQAFAEAALwAXADoAEQAjACkAHQAvAPX/BQDp/+P/y//X//X/7/8LAAAABQAFAO//uv+u/8v/9f/p//X/EQAAAB0A6f/1/+//+//p/+P/7//p/6L/0f+6/8v/xv+u/93/y//v/+P/1//p/+n/7//v/+n/7/8FAAUAEQALAC8ANQAjAPv/4//1//X/7/8FABcAEQApAAAACwDX/wsA4//1/x0AEQD7/x0ARgBMACMACwAjABcAFwA1AAsAFwA6ACkAIwApAAsAy//X/9f/xv+6/8D/1/+0/5b/4//G/8v/uv+u/8v/ov/p/7T/0f8XAN3/+//v//v/xv/d/8b/9f/X/+P/y//1//X/BQDj/+n/9f/v/9f/3f/p/+//9f8FAAAA7//X/+P/1//G/9H/3f/p/93/BQD1/+n/6f/1/+n/3f/d/93/4/8AAB0AKQApABEAEQAjAAAACwAjADUAWAARACMARgARACMAEQALACkALwA6ADoAHQD1/yMAIwAvADUALwALAAAAIwAAAAUAAABGABcALwAAAC8AFwApAPX/+/8LAAAA4//7//v/6f/7//X/3f/1/+P/4//1//v/7//R/wAAxv/d/8b/nP+0/+P/9f8dABcAEQAAAPX/AADd//v/AAAFANf/1//X/7T/9f/d/+//wP/j/+P/qP/R/8D/rv+6/8v/uv+6/93/4/8AAAUA+/8pADUAHQAvAAsALwAvADoALwA1ADoAOgBGAFIAIwAAAB0AKQARAB0AEQAdAC8AHQAjABcARgBMAB0ANQApABcA9f8RACMA+/8dAOn/+//7/wsAIwDX/+P/0f/L/9f/kf/G//X/tP/j/8b/7//L/9f/y//d/9f/9f/1/wUA3f/7//X/+/8RABEAAADG/xEA0f/j/93/wP/A/7T/tP/L/8v/7/+6/8D/nP+u/67/qP/A/7r/y//7/9H/AADR/+P/4/+o/9H/tP/R/5z/1//v/+P/wP/j/7r/9f/p/wsABQALAEwAXgBAAEwAhwCTAIEAgQBkAFIARgBGACMABQAjABcAFwAjABcA+//v//X/0f/p/9H/6f8AANH/3f/v/wAA+//d/6j/y//A/93/7/8RAPv/4//X/+P/7//v//X/7/8pAB0ANQA1ABcARgAdAPv/CwDp//v/9f/7/zoANQBGAB0AOgARAPX/HQALABEA7//p/+P/ov/A/4v/rv+W/3n/Z/9t/4v/kf+6/67/qP+o/67/xv/j/+P/9f/d/+//qP/j/8v/ov/X/9H/9f/j/+P/y//j//v/BQAFACkABQApAAsAIwA1APv/EQD7/ykAHQAjACMAEQBAABcAEQApABcABQARAPv/+//j/xEA9f/7//X/9f8dAAsAHQD7/ykAFwARAPX/IwAdABEALwAdAO//HQD7//X/9f/1/xcAKQALAPX/9f8FAAUAFwA6ABcABQAjAAsAAAARAO//AADL/+P/y//v/+n/7//p/wAA+//p/+P/3f/j/9H/rv/p/7r/3f/1/+//9f/G/+P/1/+u/67/qP+L/5b/rv+0/5z/i/+W/5b/xv+u/7r/qP/G//X/y//R//X/FwAAANf/3f/v//v/QABAAC8AIwAXACMAEQAdACkAHQARAB0AEQDv/ykAHQD1/wsAAADv//X/HQALAPv/BQD1/wUA7/8AAEAAKQARAAsAEQDv/wsAFwD1/zoAHQARADUABQAjAO//+/8jABEAAAD1/wsAFwDd/93/EQAFAAAA0f/v/xEA3f8pAPv/EQAjAAUACwD1//v/CwD7/x0ABQD7/wsA3f8RAOP/y//L/8b/+/+6/67/wP+6/9H/1//j/+n/6f/p/+n/7//p/8v/4//p/8v/BQDv/0wAKQAjAEAATABAAC8AQABMACMAIwD7/+//CwAXACMACwAFAAsA+//A/93/uv/X/+n/AABMACMA7//p/8b/3f/A/9f/3f/G/8D/1//1/wUA7/8pACkAAAApAPv/+/8vAAUAFwAdABcALwDv//X/4//7/+P/6f/G//v/EQAAAAsA+/8FAPX/0f+c/8b/6f/G/9H/9f/d//X/1//G/67/tP/j/93/9f8RAAUA+//G/6j/wP/d//v/IwAFACkAIwA6ACkAFwAdAB0ALwA1ACkABQALAAUA9f/1/wsABQAvAAUAAADA/3//qP+6/9f/1//d/93/tP/j/9f/1//G/wAAAAAjACkAQABAABcABQDv/wsA+/8RAEAAKQAvADoAIwA6AAUABQA6ADoAUgBSAEAACwAXABcA3f8LABEALwDv//X/6f/j/+n/BQD7/+P/0f/X/8b/9f/p/wUA6f/L/+n/y/+6/7T/qP/d/9H/6f/p/xcAFwAFAOn/+//R/9f/4//R/8b/+//1/+n/7//j/wAAxv8AAAUAAAA1AAUANQARABEAOgAXACMACwDj/yMA+/86ABEALwAjABcABQDR/+//BQDj/xEAxv/7/wAAwP/d/6j/EQDR/+//1/8RACMAFwAXACkAAAA6AGQAewB7AB0AWAAFABEA3f/X/x0AQAA1ACMA6f/j/+n/1//j/wUABQD7//v/7/8AAPX/6f/G/8D/0f/d/8v/6f/d/wAA6f8FAAsALwALAPX/0f/R/7r/uv/L/9H/9f/j/93/rv+6/5b/ov/L/+n/EQDd/93/EQAAAAsA1//7/+//y/+6/93/y//d//X/+//v/+n/9f/v//v/6f/p//X/3f8XAOP/9f/R/+n/4//X/8v/xv/R/93/tP+L/3//ov+c/6j/nP95/23/tP+i/8b/ov+6/+n/xv+u/3n/nP/X/93/6f/X/+P/6f+u/+P/nP/1/yMAFwBqACMARgBGAC8ANQAXABcAKQALAPv/+/8pAFgAIwBMAB0AFwDj/wAA0f8LAOP/BQDL/8b/ov+R/8D/lv+u/6j/nP/7/9H/3f/R/4X/y//d/+//xv/1//X/BQD7/9H/3f9AAGoAZABYAG8ATABYADUAHQAXADoAZABvAEwAHQBYAB0ABQDR/8D/7//X//X/9f8dACMA+//X/+P/3f/R/9H/IwBAABcANQALADoA+//7/+n/AAAAAEAAUgBMADUAUgAdADUA9f9eAEAABQBAAO//AADp/wUANQAAABcA9f81ACkA+/9AAPv/UgBAAEwAQAARAC8A6f/1/7T/y/8pALT/+/8pABcANQD1/xEAwP/d/93/BQAFADUAQAA6ACkAIwAvAFIA+//1//X/CwA1AO//BQD1/wUA3f+u/+n/0f/1/wsAEQALABcANQAXAEYAIwDj//X/+//7/yMAEQAdAAUABQDv/+//6f/R//X/FwALABcAEQAFAB0A+//R/8v/4//p/wUACwAjACMAKQA1ABcA9f+u/+n/7//1//X/1//G/9H/kf+c/7r/1//p/+n/BQDp/8v/+//R//v/4/+0/+n/xv/1/wUAxv/X/+P/6f8FAPX/HQARABcAAADR/+n/HQAXAAUAHQAjAPX/CwDA/8b/uv+6/8v/uv+c/9H/i/+6/3n/kf+o/5b/y/9z/3//f/+L/3n/qP/L/8D/uv+6/9H/6f/G/+//6f/p/+//9f8jAB0AZAAdAAsAIwApAHsAagBeAEYAUgBeAPv/LwD7/x0ATAAXAFIACwAFAAAAwP/d/+//7//j/8D/xv+R/6L/kf+R/6j/wP/R/6j/wP/j/9H/9f8FAB0AHQDX/+P/AADR/8D/lv/X/wAA1//G/9f/7//A/5z/tP/G/xcAFwBAAPv/6f8XAAUATAD7/ykAQADv/yMA0f/7//X/0f/X/+P/FwDv/8D/6f/v//X/6f/X//v/IwALAO//9f/L/9H/4//G//X/+/9eACMA6f8XAN3/EQDd/wUAOgALABcA1//R/93/AAAjAAAA7//G/xEAHQBGAFgAOgAvAAUA1/8XAAAA+/8LAAUA+//j/x0AEQAFAO//6f8AAAUATABAAAsABQDp//X/BQAFABEAEQDv//v/4//7/+P/4/+o/+P/AADp/+n/3f/G/67/1//p/wsA+/81AAsACwAFAAAAFwA6AB0ANQBGADUAUgBAAGQAWABAACMAIwARAPv/7/8RAAUA+//7/+//3f/j/+//4/+0/8v/y//1/wAA4/8RAPv/9f/R/+//+//1/wUAEQD7/yMAxv/R/9f/0f8LANH/CwA1AO//CwApAC8ANQDv//v/CwApAEYA9f86AOn/1//j/8D/+/8RAAUA0f/R/wAABQDp/9H/AADj/+n/uv/X/9f/3f+o/5H/f/+6//v/CwDp/7r/+/8RAAsA9f81AF4AFwAFAAUAIwA1ACMA+//p/wsACwARAB0ABQARABEA4/8XAAUA9f+o/8D/uv/G//v/0f8AAAsABQAAAMv/CwDd/67/tP/L/8v/wP/R/67/wP8FAAsABQDL/x0ACwD7/8b/4//7/wUAy//p/+n/AAALANH/EQDR/wUAy//X/+P/+//1/0wANQD7//v/xv8pABcAIwApABcAUgALAAsAOgAdACkAOgBAAC8A7//v/+//1//X/8v/7//p/+//HQDv/wAAAADv/wAA3f/p/+n/6f8XAAAA7/8LABcA9f/j/wAA1//p/9H/7/8dAAAAFwDj//v/7//v/ykAFwBAAPX/9f8AAO//EQBYAEwAIwAjAAsAKQDj/wUACwC6/+n/0f/1/93/3f8LAMD/hf+c/5z/ov+c/8v/1/+o/93/y//p/8D/uv/d/wsAy//G/+P/CwAAAPv/9f8LABcAIwAXAAsA3f86ADUAUgBvADUARgAvAFgALwALAEAALwBeAPv/7/8dAAUA1//R/+//CwDd//X/xv/R/9H/3f8AAKL/wP+W/8b/xv+0/9H/ov/X/8v/xv+6/6j/+//d/8b/0f+0/93/6f/v/9f/1//p/8b/0f/v/+n/3f/d/wAA9f8FAAAALwA6ACMAFwALAFgALwD7/+//9f8XAAsAAADX/0YA4//v/8D/4/8RAAUAHQD7/wAAHQBGAC8A4/8jAAUAKQAjABEAXgAjAEAAOgAjAGQATAALACMABQApAEYAOgA6AEAAHQApAPv/AAD7/wsAFwDd/wAAwP/L/wUAy//7/93/AAALAMv/1//j/wsALwALAEAAHQARAOn/CwD1/93/7//7/wUAwP+u/67/uv/A/67/0f8RABcANQAAAAsAAADd/+//4//L/8D/3f/j/7T/y//d/8D/wP9//4X/W/+6/6L/xv/7/8v/9f8FAAUA9f8AAAsA0f/7/xEAAAAjAPv/7/8dAO//UgD7/xEATAAdACkA+/8pABcAAADR/x0ACwALAAsA9f/X/93/rv/7/8v/AAD7/+P/7/+0/+P/4//v/wsAAAARAB0A7//1/+n/+/8FAO//1//d//X/AADL/+//9f8AAPX/3f/p/+P/9f/7/wUABQARAOP/6f/p/5b/6f/7//X/AACc/5b/uv/G/+P/Z//d/+n/uv+i/6L/BQDp/7r/0f/j/+n/BQDR//v/0f/v/xEAHQAFAB0AIwD1/xcA4/8LACMABQBeAAUANQBMADoALwALACMAEQALAAAAAAARAOn/6f8AAAsACwAXAAAAEQARAN3/wP+c//v/uv8FAPv/LwAXAAsABQCu//v/+/8RAAUAAAA6ABcAHQAAAO//LwAXAEAAIwA1AB0A3f/1/+P/AABAAOP/AADR/x0A6f/L/+//RgAjAPX/EQD7//X/AAARAPv/BQARAOn/y//d/7T/6f/R/wUA7//p/9f/lv/L/93/y/8jAO//AADp/93/+//p/+n/7//X/wsA6f/v/xcA9f/7/8D/9f/1/67/4//p//v/7//p/xEA7//7/8v/IwAFADUARgAjABEAQAAXACkAKQBGAFIAZAA6ACkATAA6AEYAIwBYAF4AIwA6ACkANQDp/+//UgDp/y8ALwAjAAAA3f/v/xEA9f8pAOP/1//v/9f/HQDv/xcALwDp/y8ABQAAADUA6f9SAAUAFwAFAPX/OgAAAPX/AADA/8b/1//j/+//HQD1/xcA7/8LAO//y/8LAMb/lv/d/5H/0f+u/93/wP+i//v/rv/L/4v/ef+i/5H/ov/A/6L/tP+F/67/xv+6/9H/tP+o/+P/qP/7/9f/6f/L/9H/rv+i/7T/y//R/93/EQALABcAAADL/93/0f/p/xEAHQA6AB0AAAD1/wUARgBAAPv/LwAdAGQAHQA1AAsAFwApAB0AFwD7/+P/CwDG/+//6f8RADUA6f8AANH/9f8LACkAFwAAAPX/EQDd/zoAFwA6AAsA+/8dABEALwAvAEAABQDX/7r/qP/p/8D/0f+6/+//9f+6//v/9f/d/9H/+/8FAMv/4//7/7r/lv9n/3//ov9//3P/kf+c/8D/qP/v/7T/3f8LANf/AADG/wAACwDv//X/FwA6AC8A9f8AAFgAEQAdAB0AFwAjAB0ANQB1AC8AUgBkAFIAgQBeAC8AZABvAKoAagBYAEwAEQA6ACMAKQBMAAsALwAdAPX/BQAAABcACwDp/zUA+//p/+n/rv/v/+//EQAFAO//9f/G/93/0f+i/9H/xv+c/67/ov/v/7r/wP/1/+//3f/1/93/6f+u/9H/BQC6/xEA6f/1/9f/rv/A/8b/wP/v/7r/9f/v//X/y//A/8v/tP/A/8v/9f/p/xEAHQARAOn/1//7/wUAxv/j/xEABQC6/7T/+//7/8b/7//v/+n/y//A/8v/9f/R/8v/y/+0/7r/4/8dANf/BQAFACMAEQD7/zoAQAB1AGQAFwB7AEwAbwBGADoAewAjAEYAQAAjAFgAFwBGABEALwApACMANQD7/wsA9f8RAC8A3f/X/8b/qP/R/7r/ov+c/+P/y/+u/4X/kf+u/6L/lv/A/67/xv/d/wAACwAAAC8ANQAvAAAAEQBYAGoAFwBMAB0AIwDv/xcAKQALACMA3f/j//X/y//X/wUA9f/L/93/9f/p/9H/EQDL/93/7/8AAC8A0f8LAKj/wP+u/4X/y/9//9H/qP/G/xEA0f/7//X/y//L/8b/TAAXAAAAOgApAC8AEQBGAEAAKQBSAEYACwAvAAUAQAALAB0ALwAXACkA6f8FAO//wP/G/8b/4/+R/8v/wP+i/6j/lv/X/+P/3f/R/+P/6f/R/+n/4/8LAFIAHQAXABcAFwDX/+P/CwARAF4AIwARADUAIwBSAAUAEQBAAAsAEQAAAPv/WAAvAEwAFwDX//v/0f8AAAAA4//X/9f/+/+6/67/EQAXAAsAEQDp/ykAAAD1/wUA7/8RAAAAEQBSAN3/LwAvALT/LwAdAC8AEQA1AC8A0f8vABcA6f8dAMb/EQDj/3sAFwAdAB0ABQA1AOn/FwAjAMb/CwDR/x0AFwAFAC8AwP8FALr/9f/R/+//HQDj/wUAEQDd/wsAqP+i/67/9f8XAPv/CwBSAB0AHQC6/wUABQC6/yMA1//v//v/1/8vAK7/y//X//X/TADp/yMA1//G/6L/3f/R/7T/lv+W/+n/Z/+o/+n/hf/L/1v/xv/R/3P/1/+o/8v/nP+i/7r/tP/A/8b/tP/p/67/3f/G/7r/i/+R/93/3f9//9f/0f+i/7r/Yf+R/1v/Yf8y/zj/ef+c/6L/qP/j/5b/xv/j/7r/CwDp/1gALwAXAC8A3f8pABEAFwCTAGQAnwBvAC8ATAAjAIEAqgApAF4AOgA6AG8Ay/8pACkAOgALAAsAQADj/+n/CwDR/+P/y/8LANH/7//L/8D/AAApAPX/CwAdAB0A9f8AAB0AAABkAEAAbwBvADUAewD1//v/kf8LAGoAIwBkACMAOgAdAPv/LwALADUAXgBAAF4AFwA1AO//FwAXAAAAEQALACMA+/8LAPX/7//1/zUATAD7/14AIwAXAPX/wP8XAMv/xv/v/+n/QABSADUA6f/p/1gAWAB7AEwAXgBqAB0AewA1ADUANQDX/xcArv/p/zUA7/8RAPX/KQBYALr/+//1/9f/7/+6/ykAHQDA/+//i/+R/9f/4//1/9f/0f8LANH/xv/A/3//9f+R/93/4//1/xcA1//R/7T/wP/1/+n/KQDj/+P/7/8pABEABQDp/93/KQCc//v/uv+i/5z/wP/p/3n/ov8LAPv/wP/j/8b/wP/L/+P/9f/R/8D/rv8FANf/ov/1/zUAIwDX/+//BQDp/xcAuv+6/+n/4/8FAGH/xv+6/9H/9f/R/x0AHQAFACMA6f8pACMAdQBYAEAAXgBAAB0Auv8jAAAAWAD7/zUA+/8AABEAwP/j/9H/3f/R/6L/y//p/5H/0f+L/8v/AADL/0AAtP/L//X/rv8jABEA9f8AALr/9f/R/93/+/+c/5b/0f+0/5z/rv/A/93/y/+c/x0Alv/j/+//uv8FALT/7//X/6L/BQDG/xEABQCL/93/ov+c/+n/HQDd/8D/tP/p/8v/0f81APv/+//v/ykAagBSAGQAXgAdAAsAHQBMADUA6f9GAEAAUgBqAEYAIwBAAAsACwD7/xcAewBkAIcARgCTAAUAEQBMABcAbwA6AHUATADv/ykA0f8LAMD/1//p/ykA9f/1/ykA3f8dAN3/IwAvAC8AKQCu/14AFwD7/xcA7/8FAPv/6f8AACkACwALAKL/QAA1ACMARgD7/ykA7/81AEwAxv9AAO//y/+0/4v/9f9//7T/uv+u/9f/qP/v/8D/y//p/8b/LwDA/+P/c/8XANf/6f8dAMv/+//L/67/7/+0//v/7/81AAAA4//L/+n/7/+L/xEA6f/p/zUAnP8pAF4AUgAXAB0ALwD1/wsAQADA//X/LwARAB0Ai//1/9H/EQCi/67/EQApAMb/IwAdAPX/CwApAPv/BQAjAB0Ay//G/6j/rv/p/3n/OgDG/+//FwDG//X/W//A/+//ef8pALT/9f+c/93/+//L/xEAHQD7/wAAQAAXAG8AagBSADUAwP9GAMD/7/8AAN3/XgCL/zUACwDd/+//i//R/1v/c//A/2f/nP9z/5b/W/9//23/rv8D/z7/RP+F/5z/RP+R/4v/f/+u/23/lv+0/9f/AADd/28ARgBAAFIAhwBqAIEAnwBYAFgAWADOAFgATAC2AF4AjQAAAF4AUgD1/40AKQBkABEAy/8dALT/NQAvAB0AbwAjAHUA6f/X/xcAuv/G/ykANQAvADUAWAARANf/+/9AAOn/QAALABEAhwALAEYAxv9MADUATABAAB0AkwBYAFgAFwBSAAAAQAA6APv/HQARAPv/CwAvAFIACwBSAC8A9f/1/7r/0f+L/7T/1//1/wAA+//7/8D/kf/X/8b/y//X/xcAagDd/7T/4//d/xEAAAALAPX/+/8dAMD/ov8dABEACwDR/wAARgDp/93/7//X/x0AAAALAC8AZ/+u/23/Yf+6/5H/ov/d/3n/tP+u/5H/4/9n/7T/nP9b/wsAwP8AALr/f//j//v/3f+u/8v/AADp/7T/OgA1ANH/xv/1/y8ACwDX/4EABQCR/wUAnP/v/5b/FwDG/3P/agC6/93/CwCu/67/y/9kAPv/6f9AAOP/xv+0/3//AAD1/+P/i/8jACkAhf/v/7r/AACW/8b/qP+o/ykA3f+F/xEAhf+0/3n/i/8AAK7/gQCu/7T/KQD7/0AA7/8jAI0ARgBGAAAAwP8jAMD/4//d/wAAFwDd/zUAWAAFAPX/agBSAGQAXgCBALwAOgApAEAABQBYADUAdQAFAPv/+/8AANf/4//R/+//BQDX/8D/rv/j/7r/HQAFAMD/FwARAAsANQAdADoA+/8AAAUA6f9YAAsAewAXAPv/QABSAI0AQABMAB0ACwBGAF4ACwB1AOP/IwAvACkA9f/j/wsAwP+o/9f/NQBGADUAEQDv/xcA7//v/wAA1/9//zUAy/8jADUAxv86AKj/QAD7/wUAOgD1/1gALwApAHsAEQBGAEYALwClAIcAagB1AKoApQBYAJkAvACZAAsAZAAvAPX/KQDj/zUAuv8LACMArv/R/+//wP/1/y8A6f/G/4v/CwAvAMv/EQC0/8v/f/9b/9f/ef+0/4v/wP+F/2H/nP+o/8v/tP/j/wsAuv/p/+P/y//G/3P/CwCW/9H/xv+c/xcAef+L/67/1/9t/0T/f/+0/5b/c/+o/5H/wP+F//X/0f+F/3P/Vv+R/4X/hf+i/8v/wP+u/8v/ef/X/5H/qP/j/8D/1/+L/wUA3f9n/+P/y//d/23/0f8vAHn/6f/G/xcA3f/d/7AA+/8vADoAUgBvAPX/HQBGABcAHQD7/1IAXgD1/xEAOgBvAMb/CwAdAEAA9f8AACMAwP+0/6L/nP/7/5z/xv+i/xcAOgApACkAZAAjAN3/EQB1AIcA0f9MAAAA9f8jAEwAQAApACMATABkAFIAQAAjADUAgQB1AJMAZABYAB0A6f/d/wAACwCi/8v/7/+o/3P/uv/j/93/qP+W/+//qP+W/0r/UP95/3//wP/X/5H/3f/j/wAArv/G/+n/HQApANH/bwDj/zUA1/9SACkAWADOAFgAjQBGAEYAewBeADoA7/8LAAsAAAAvAOP/wP/p/9H/3f/p/14A+/8LAB0A0f/R/8D/IwALAB0ALwC6/+//+//G/+//OgApAOP/BQBSADUACwClADUATAA6ACMAyABkAF4AkwB7ADUA6f9vAIEAQABGAFIAXgD7/8D/9f/v/5z/lv+c/x0AG//7/4X/nP9h/67/4/9W/3n/wP/G/1v/xv8vAFIA7//R/zUAKQDX/7r/LwBAAOn/UgA1AAsA6f+u/xEAbf95/9H/y/8AAEr/EQDd/4X/hf+F/xcAHQD1/wsA1/8RAOn/wP/p/8v/IwA1ABEAFwDv/y8AqP/X//v/TABMABEAgQA1AI0AEQD1/x0AAAA1ANH/EQCc/+n/wP+u/+//Yf/L/23/lv+i/6j/kf9W/3//CwDj/wUAxv/d/yMA1/8jAO//BQAFAO//FwAjAPv/wP+6/67/AACR/xEANQCu/wUABQApAO//4/8AANH/hf+6/+n/9f+R/5H/y/+u/7T/7/+L/9H/f//7/+P/6f8LAAAAhwD7/wsAagCNACMARgA1AGQAdQDd/zoABQBSALT/+/86ANH/9f+o/zUA9f/1/+P/bwB1AOn/OgBAACkA3f8RAGQAEQALAOP/xv+o/3P/xv/R/8D/3f9z/8D/i//d/8v/ov/7/x0Axv/7/9f/CwD7/93/FwBYAHUAUgARAHUABQAvAEwATAA1AIcAhwBSACMAhwBYABEAZABSAIcAUgAjABEANQAAABEAAAARANH/xv/j/9f/1/81AB0AHQC0/8D/4//d/7r/rv+c/+//f/+R/5z/xv/L/5b/0f/A/+P/rv8LAAAAUgBYABcAHQARAPv/XgBAAF4AWACTAIEA4/8jABcAagBSABEAUgA6AB0AqP+0/1IABQD7/xEA9f8RAOP/RgAAAOP/4/+W//v/0f9//9f/tP+0/3//hf/X/2f/ov95/5H/ov9n/5b/kf+L/5z/i//7/+//xv8FANH/XgARAEwAagBMAIcAEQAjADoACwD1/x0AFwBGAMv/TADj/6j/LwAdAC8Auv/7/1gAxv+R/9H/4//v/5z/0f9GAKL/1//G/9H/FwB//zoA+/86AOn/AAA6ACkAFwBkAFIABQA1AFIAgQA1AI0AWABGACkACwBAAEwAKQALAK7/xv/X/8b/BQD1/7r/IwBn/7r/Yf/R/7T/W/8jAMD/RgDG/67/AACc/wUAqP+0/+//hf8vAMD/9f/X/5b/y/95//v/AAD7/+n/9f8jAOn/XgAAAAsAQAALAF4A4/9kAF4A7/+NAAUANQDj/xcAFwDX/zoATAA6AB0ALwARAPX/uv+6/+P/nP/1/x0A+/8vAJb/wP/R/5b/wP+i/5b/0f9//+n/hf/p/ykAkf8dAMb/RgAdADoAXgDA/wUA6f/1//X/tP/p/y8A9f/7/9H/3f/j/5z/uv+u/6j/EQDA/+//BQDR/0wA+//R/7T/Z/9eAMb/+/8LAN3/bwDA/x0AIwAvAF4AHQAXANH/uv9MAEAAxv/1/x0ALwBh/3P/FwDp/+P/xv/1/wUA6f+i/8b/9f/v/9H/FwBYALT/7//L/yMAAADj/y8AIwAAAK7/NQALABcArv9AAFIARgDd/9f/TAD7/9H/HQBYAPX/7/+L/7T/i/+R//v/ov+i/1b/c/+W/zL/lv9h//X/lv+u/+P/hf/G/5b/EQAAAMD/AADA/9f/lv+0/wAAKQAjAOn/NQC0/xcA9f8AAEYA6f9SACkAIwAFAKL/QACR/5z/y//G/8D/ef8AAHn/0f/X/7T/Yf+L/6j/7//v/wUAy/8AAN3/9f8FAF4AAAD1/1gAtP9AAJb/NQD7/+//ewDj/2QA7//p/1IA7/+BAJMAagBYAB0AvAAjAEYAwgBSAKUAmQCNAJMA4/9eACMAkwCHAFIAagD7/yMA7//1/2QAy/8AAEYA9f81AMD/OgDG/9f/HQAAAG8A0f9kABEA4/86AMv/dQDp/0wAgQAvAJMA7/9eAEYAagAvAB0AbwBSAFIAKQAvADUA3f8XAFIANQBMABcABQAAADUAZABkAEAAewBAAAUAhwA1AEAACwALAGQAov8jABEAWAD7/+P/QABAACMAFwA6ABcAEQAFAOP/KQDj/0AA0f/X/1IAxv/1/9H/kf/j/67/IwDd/x0A0f/L/ykAqP/v/5z/LwDL/2QACwALABcAqP+o/z7/9f+i/5z/6f9K/6L/Sv/G/8v/ef8XAPX/agCc/9f/wP/j/yMAy/+ZANH/NQAdAKj/4/+W/8b/RgC0/wUA7/+NAOn/Yf8AAKL/HQDL/xcACwDG/+P/c//L/93/xv/A/5H/3f+0/93/1/9//7T/i/+F/7r/wP/p/4X/nP/j/5z/AADv/9H/FwC6/xEAxv/A/67/y/+0/1v/wP8LAMD/W/9t/5z/hf+c/5z/7//A/6L/ef+u/+//rv8AAKj/1//R/0T/9f/1/4X/ef+0/y8Ac/+o/wAArv/X/wn/0f/d/2f/BQDd/ykALwDd/28A6f8RAAUAAACHABEAAAAFAPv/hf+6/xEAxv/G/8v/6f+6/4v/9f+R/0YA4//L/2QANQBAAOn/EQAXAAsANQBAAHsA+/9YAC8AUgBqAAUA1ABGAEYAZAA1AMIA1/8pAAsAFwBkANH/CwDj/x0AEQDX/y8A1//d/ykAKQAAAOn/3f/G/5z/ov/1//X/BQCu/8D/OgCu/8D/i//R/5b/c//p/8v/xv+o/1v/wP+o/67/0f/A//X/ov8AAMv/9f9///X/9f+L/0YA9f9eAAsAov9eACkA9wBqACkAewA6AFgA4/8XAKoALwBkACMATAC2AC8AnwApADUAewB7AJ8AjQCBAG8AagBSACMAWABYAJMAKQA1AGoAHQAdAMv/AAARAKj/4/+R/+P/RP+R/3//tP+R/8D/9f+i/wUAy/8XABcACwBGADUATAApAOn/gQD1/xcA7/8pAB0AwP/j/wUACwDL/wsAXgARAC8AIwCBAMv/AAALAMv/AACW/+//xv/j/wAAkf/G/5b/f//X/8D/3f/R/9H/bf/G/9H/7/8AAMb/qP+c//v/7//j//v/IwA1AEYAOgD7/zUAAADA//v/FwDA/8D/9f/v/0YABQDj/ykAWABSAAUAjQBSAEYACwApAF4AFwB7AN3/IwALANf/HQC0//v/xv/d/1IA+/81AAsAFwA6AMv/AADj//v/+//d/xEAAACo/+//6f8vADUAIwBqADUAXgARABEAOgBGAEAAKQBAAFIAov/p/wAANQApAEYAKQAdAAUA7/8AAKj/LwDA/xcAHQCW/xEAuv/j/yMAy/8jAIX/CwDj/6L/TACo/yMAc//A/7T/xv8LANH/9f/j//X/rv/p//v/CwAAAOn/4//A/8v/BQDd/+P/QAD1/3UAIwBYAFgArv9GAMb/KQDj/6L/BQCu/wUAAACo/93/Z/+F/9H/y//L/5z/7//R/8v/y/8pAOP/lv9//3P/4/9E/zj/W/+R/67/Z/8RAAAAqP/A/6j/IwA1AOn/hwALAFIA7/8XAG8AQAAdABcA+/8FAF4AXgB1ANH/ZAC0/6j/y/9//9f/rv+u/7T/Sv/X/5z/f/+u/3//tP+F/7T/rv95/3//ov+c/7T/tP/v/9H/4/+W//v/+/+0/67/qP/G/x0Auv+o/8v/y/8LAMv/6f/d/9H/4/+F/ykA9f8RAMD/+/9qAAUA9f8vAEwAKQCi/9H/RgD1/+P/uv8pAAsAlv/v/wUAXgC6/93/gQAvACMA3f9kAGQA6f8jAGQAgQA1APv/WAD1/93/FwA1AOn/FwAXACMA9f/d/0wAQABMAJ8AagCNAEYANQAXABcAWAAjACkAXgAdAN3/0f/p/8b/f/+0/xEA0f/7/+P/3f8FAHn/CwDG/8v/7/+u/y8AqP8dABcAFwA1AAAAdQBGAF4A9f8jAEwA+//j/wsABQA6AO//BQDp/+n/+/+o//v/9f9GAPX/7/9GAOP/wP/1/wUALwDR/1gAgQBAAEwA3f/lADUAHQApAJMAyAAAAEYALwA6AEAALwARADoAKQAAABcAHQA6AFIAOgA1ABEAHQALAPX/HQDX/0AABQARABcACwBvANf/BQAAACMAFwA1ADUATADG/wsA+//X/8D/6f/R/67/nP/A/8D/1//A/9f/xv/A/67/7/8FANH/KQC6/xEA+/81AAUAtP9AAG3/6f/X/8b/1/+0//X/ef+6/+P/4/+6/7r/tP/j/23/nP/A/3n/i/+L/5b/lv+W/9H/kf+L/67/qP/X/8D/ov/X/+//LwC6/9H/EQARABcAHQBMAIcAOgAdAGQALwApAB0AWAAvAJz/6f+R/93/c/9//67/UP+F/2H/lv+c/1b/ov+F/8D/y/+i/93/i/+R/6L/xv8RAMv/3f8vANf/0f8RACMABQBt/xEAWADd/wAA6f8pADUAxv8jABcAKQDv/+n/EQCW/ykAHQD1/yMAAADj/zoA9f/d/8D/6f/1//v/IwBAAMv/RgDj/wUAKQDv/+n/uv/v/zUABQAdADUAOgBAANf/FwAvAPX/CwALAG8AQABeABcAy/81AOP/KQAdABcA+//p/wAA0f8vAJb/CwBSALT/NQCF/0AA3f/p/14A6f+ZAEAAQABMAMb/XgAvAEwAIwAXAJkAEQAAAG8ARgBAAFgAWAB7AI0ATAC2AGQAXgALAEwAdQARAJkAOgBSACkABQA1ACMA7/8pAEAAy/8AAKj/CwDL/1b/HQDL/+P/HQDR/9f/UP/A/+P/lv8FAJH/AADj/3n/1/+u/wUA3f/A/+//HQARAPX/HQD7/+//ov8AAO//1//G/5b/1/95/3P/ef8s/7r/ef+i/7T/xv+6/5b/4//1/9f/tP/G/xEAxv/7/ykANQDp/8b/7/8FAB0A+/8RAEwA1/8FACkA6f8XAN3/9f/v/93/TADL/9f/BQDG/93/qP/A/6j/lv+i/5H/xv+c/5b/6f/v/xcAEQBAAAUA7/9SALT/gQC0/+P/6f+0/1IAbf8dAC8Auv8LAHn/RgCR/3//4/+o/wAAc/9eANH/bf/A/+n/+/+0/x0ANQDv/+P/0f8AAMD/nP/R/9f/y/+i/67/NQD1/wAA6f8jABEArv8LAAsA7//1//X/LwAdAAUAewARADoA1/8dACkAAAAFAOP/bwD1/67/KQA6AAUAuv8dADUA3f9vADUAewBeAHsAwgALAJ8AHQB1AIcATAC8AF4ATABMAB0AgQApAFgATABeAEAA1/9MAJkAQABAAHUATAAFAOn/CwAvAAAAOgAXAFgA9f+R/wUABQAXAAUACwBeANH/rv+o/8D/kf+L/9H/y//R/8D/+//7/7r/0f8LACMAFwDd/ykA4/+6/5b/kf8RAMb/1//1//v/BQDR/yMA4/8LAPv/7//1/8D/AADv/8D/QACi/8v/nP+i/+n/i//1/3n/0f/X/6L/+/+F//v/Z/+W//X/ov8jAAAAKQA6AMv/agCu/ykAWADX/0AAy/9kADUA7/8vANf/EQC0/7r/agApAC8A+/8vACMAuv/G/8b/xv/R/1b/uv+o/9f/lv+F//X/tP9b/3n/NQDj/6L/CwAdAC8A3f/A/wUAwP81AMD/0f8FAIX/7//j/zoA0f/L//v/rv/L/93/3f/1/9H/0f/p/93/KQCL/23/qP+L/+n/nP/A/9H/y//j//v/+/+W/7T/bf+i/7r/tP8AAK7/y//p/93/7/+0/5b/rv/R/x0AOgAXAPX/3f/X/+n/HQDX/93/qP/d/ykABQAvAB0ANQAvAOn/dQA6AEwAbwBSALwARgCNAHUAQABMADoAgQBqADoAAAALAFgA9f/1/wUAIwALANH/uv8pANH/+/+0/+//KQDR/wsAEQAXAJb/+//p/6L/9f/1/1gAKQD7/1gA9f8jAAUAOgA1ABcAkwDX/5kAOgAXAEYA0f9eANH/RgBvAC8AKQApABEAQAALAB0ALwD1/9f/9f8dAB0Auv/d/yMALwAFAAsA4/9YAOn/QACHADoARgCR/0YA3f+u/0wA4/9MAAsA9f9kAKj/hwApAEAAZAAjAKUALwBSAKUAOgBYAEYAvABMAEAAqgCfAFgABQBAACMACwDX/+P/4/+F/4X/1//X//v/Z//R/5H/hf+c/4X/FwCL/wUAUgA1AFIA+/9SACkAFwAvACkAhwApADoARgAFAEYAIwBvAB0AFwA6ACkAdQAFACMAFwD7/0AANQApAOn/qP/L/1v/lv/j/8D/y/+W/3P/1/+i/23/ov9h/3n/Sv+L/3P/Vv84/5H/LP9//yz/OP+F/0T/CwDd//X/CwB//yMAlv9z/9H/Z//G/8b/6f/j/2f/qP+F/1D/9f9Q/7T/UP9b/2f/i//R/+n/y//R/3P/xv/G/5H/uv+W/6j/wP/j/2f/wP+u/67/Z/95//v/nP+6/5H/Vv/L/7T/1//L/7T/4//L/+//RgDL/ykAy/8RAF4A1/8AAN3/1//v/6L/IwALAAAARgDp/3UAUgA1ABcA9f8dANH/lv/7/xEAtP+o/+P/AAD7/8v/9f/X/6j/wP9t/67/bf9h/7r/qP/G/wAAwP/R/1b/qP/1/4v/xv/A/zUA+//A/ykAy//1/+n/CwAXAN3/FwAAAJ8AdQBvAKoAewC2ACMAwgBqAC8AagAvAKUA6f9SAEwAHQAFAAUAQABAAHUAKQAvAHsAnwBqAJkAdQBYAC8AagBkADoATADd/28ABQDX/zUA6f9SAMD/RgBGAOP/QADR/zUAEQDp/zoA9f9kAF4AdQBAAPv/hwA6AJ8AXgC8ALwAHQCZABEAqgAjACkAbwAdAF4AIwA1AJ8A+/+qADUA9f9vANf/wgD7/3UATAAjAEwA3f9vAFIAxv86ANH/CwApAK7/EQCu/67/AAC0/xcAwP8FABEAFwAXAFgAWAApAAsAHQCBABEAHQDR/1gAIwC0/ykA+/+u/9H/BQCBAPX/KQAAAEAA3f/7/+//FwD1/5H/FwAjAOP/qP/R//X/lv/R/xEAqP/R/6j/HQD1/2f/bf+c/4X/Z/95/5H/Yf84/4X/kf/p/8D/qP8LAMD/BQDG/x0AWAAAAHsAQAARAPv/+/86AKL/7//R/xcALwBYAIEAWAA6APv/1/+0/93/hf/A/2f/W/+W/1D/ov8+/w//Vv95/5z/0f/p/5z/lv+W/4v/wP9b/1v/c/84/67/Vv+F/3P/rv/1/2H/HQAAACkANQDv/2oALwBMAB0AUgBkAPX/QAA1AEwARgAdAG8A9f8vAFgAFwBYALr/FwAFAOP/BQCo//v/kf+c/93/hf/R/6j/tP/X/3//+//X/4X/ov+0/wsA0f8XAOn/BQDL/6j/1/+0/xEAxv/G/wUAAAAvAMv/AADd/4v/rv/p/xEAHQBGABEA9f/j/8v/AAD7/0YAKQDp/+P/9f8jAPX/+//v/+n/y/+6/8v/y/+L/5H/ov+u/7r/bf/p/9H/3f8FAN3/QACR/+P/+//1/1IA7/91ABEAEQBeAB0AbwA1ACMAhwBAADUAOgAAAF4A+/9qAG8AOgCNABcAagD7/yMAOgDR/+//tP/R/9f/xv8RAPv/+//p/wUAEQAFAN3/uv/7/9f/FwD1/xcA1/+R/wAA6f8LAO//3f8RAPX/KQARAEAAEQAXADUAEQBMAEYA4/8XAAsAOgD7/1IA+//v/+//AAAjAOP/7//v/xcA6f/7/yMA1/8dAMv/BQDj/8b/+//L/+n/ov8dACkAFwDp/8b/9f+u/5H/tP+6/9f/nP+o/+n/7//d/5H/6f/j/93/CwApACkA9f+0/wUAEQC0/zoABQAXAAsA1/9vAAsAEQA1AN3/WADd/0AARgDp/x0AtP9YAC8A0f8vANH/OgDG/yMAOgDd//v/AACBAHUAHQCTAHsAgQAjAEYAnwBAAAUAQABGAAUA1/8jAEwAQABqAF4AmQAdAAUAFwD1/ykA7/81AOP/4//1/+//CwDA/6j/7//j/7T/1//R/8b/lv+u/9f/y//v//X/EQDd/9f/6f/j/wAA3f8AAN3/3f8XAAsAHQDj/+n/+/8AABcA7/8jACkALwD7/wAA4//X/wAA9f/j/+//AAAXAAAA6f/X/+//BQDL/zUA4/8LAAAAqP8pAMv/BQAAALT/BQCc/+P/HQCW/+P/1//1/9H/rv8FAAsA3f/1/93/BQC0/8v/4//j/8b/3f/R/y8Auv/G/9f/tP/R/+P/QADv/9f/c//d/6L/rv+W/+n/4/+R/93/xv/p/8v/wP8dAMv/ov+u/7r/IwDp//X/FwAXABEA1/8LABEAkf8XAO//EQAXANH/RgDR/8b/nP/j/8v/nP/R/8D/0f+R/6L/6f+W/+//6f/v/wsA9f8dAAUAKQALAAUARgAXAAsABQD7//X/3f/R/+//xv/X//X/AADp/wAAEQD7/+n/wP/v/8v/3f8XABEAIwAvACMAXgAXADoA0f8dAB0Ay/9AAOn/LwARAAAAEQDd/xcAOgAvADUALwBSAG8AUgCBAC8AFwBMAAsAQAD7/xEANQAFAB0AIwAAAFIAAAAjAB0A6f9MAN3/IwDv/9H/KQCF/9f/kf+W/9f/tP+i/5H/1/+0/+//xv/p/+P/rv/v/wAA9f/v/8b/4//A/x0A+//X/xEAwP/7//X/3f81APX/NQAAAAUAHQDv/wsA3f/R/wUAFwAjACkAHQBAAAsANQA6AEYAKQAXADoAHQBSAMD/EQDv/+n/HQALAF4A6f8dAC8A9f8vAOP/HQARABEAQAD1/zUA0f8jAN3/3f/1/+//FwC6/wAA3f+0/wAAnP/R/+n/xv8LALr/9f/v//X/UgDX/wUA4//1//X/3f/v/+P/7//j/wAA7/8pAPX/CwDv/8v/7/+u/wAAy//j/wUA7//X/8D/9f/p/ykA6f8XAPv/EQAXAN3/FwAFANf/AAALABcACwDR/yMA1/8AAPX/BQAvAPX/BQDR/8D/3f/L/8b/6f8AAOP/CwDv/+n/y//R/8b/kf+6/8D/3f/j/67/6f+o/5H/xv/R//v/rv/d/+//7//1/7T/+//G/7r/HQDd/wsA0f8AAOn/Z//L/5H/0f+u/8D/9f/G/wUAnP/R/wsA0f8dANH/9f/v/+n/EQAAADUA6f8LAPv/+/9GAPX/LwDp/wAAOgD7/y8A1/81AB0AAAAAALr/7//A/8v/qP+0/9H/7//p/xEA9f/p/y8ABQBGACMALwAvAN3/BQDp/wsA+//1/0wAEQBMAAsALwBAABcAUgAvAEwAHQALAAsAKQAXAAUARgA6AEwAKQALACMA3f8RALr/KQAXAAAAFwDG/+//y//A/8v/uv/A//X/1//v/8b/IwDv/9f/+/8FADUACwBYAGoAHQAdACMAKQA1AB0AIwARAAAAHQDp//v/CwAAAAsA+//7/wsA6f/L/6L/tP/A/93/wP/j/+n/y//A/67/6f+0/9H/1//d//v/KQDd/9f/+//G/wUA1//p/xEAAAA6AEAAOgBYAB0AgQBqAJ8AewBGAHsAKQBqAIcARgCTAIEAdQCNAEwAdQBeAFIAXgBYAEwAKQBYAAsABQD7/+//BQAFACMA3f8jAOn/AADd/+n/BQDj//X/6f/X/67/uv/R/9f/y//v/wAACwAdABcA4/8LANf/+//p/7T/IwDR/wsAHQDX/93/rv+0/67/tP/A/23/wP+o/5z/kf9n/4X/W/+R/4v/ov9t/3//Yf+R/3//f/+o/5b/lv+o/7r/0f+W/+P/rv+W/7T/ov8RAMv/EQAFABcALwAjAC8AAAAvABcAUgBSABcATAAdAB0ABQAdADUAHQALAC8AEQD7/93/7/8AAOP/9f/L/wAAuv/L//X/1//d/+P/4//G/8b/y//A/+//y/8AALr/y//X//X/BQALABcAEQApAB0AHQD7/9f/1//v//v/+//p/wUA7/8RABEAwP+i/93/wP/v/wAAy//G/8D/4//A/+P/xv/X/+P/7/8pANf/AADj/9H/6f/d//v/4//A/wUA7//p/8D/3f/v//X/NQBAAC8AEQAdAB0AFwAdAAsANQAdADUAFwA1ABEA6f8AAPv/EQAXAB0ABQAFAAUA+//p/xcA4/8XABcALwAFANf/7//R/+P/1//G/9f/3f/7/wAACwDR/+//rv/v/wsA+/8FAAsAIwARABEAIwAXACkATABeAEYAIwAdACMAAAALAAAA9f8FAN3/BQAdACkAAAD1/yMAFwARAOP/3f8LANH/BQAdAC8ARgAvADUABQAFAAAA1//A/8D/xv/j/+P/3f+0/+P/1//G/9f/tP/j/8b/6f8FAPX/CwDj/wAAFwAXAAsACwD1//v/AAAAAN3/6f/d/wUACwDR//v/xv/L/7T/0f+6/6L/3f/d/8D/f/+i/+P/nP+L/67/1//p/9f/4/8RABcA9f8dABEA9f8FAPv/KQAXACkAOgBAAEYAAAApABEAAAARAAsATAA1ADUAWAAXABEA9f8LAAAAEQAAAAAALwA6ACkAOgA1AB0AFwAjACMAOgARADUANQA1ADUAAAD7/wAAAAAXABEA+//p/93/CwAFANH/0f/7/+n/7/8jACMAFwARABcAKQAAABEA3f/p/93/AAAAAMv/4//d//v/1/8FAAAA6f/d/8v/7/8jACMA9f/7/+n/0f/1/9f/AADG/+//+/8dAC8ANQA1AAsABQDA/+//wP/A/67/rv/G/9H/3f/v/+n/AAARAPv/AAAAABEAy//p/9H/4/+i/7T/tP+i/7r/uv/v/9H/4//d/wsAxv/R/+n/7//1/+P/6f/1/wUAEQAvABcALwDj/0AAKQBeAEYATABYAAsANQARAAUAOgAAABcAIwAXAB0AEQALAO//7/8AAPX/9f/j/93/0f/A/9f/tP+0/7r/rv+c/9f/1//G/8D/0f/R/9H/wP/d/8D/wP/R/7r/y//G//v/1//j/9f/0f/X/8v/6f/p//v/0f/v/+P/6f/p/93/7//p/+n/6f/p//X/3f/R/+//1//v/7T/uv+u/7T/uv+u/8b/3f/v//v/6f/1/93/7//d/9f/7//j//X/6f8AAPX/4//1/9f/9f/X/xEABQDv//X/6f8AAO//BQAAAAUA+/8AAAsA7/8FABEAFwAFAPX/AADp/9H/3f/1/8b/1/+u/8D/wP/d/+n/BQAFAMb/6f/v/+//9f/v//X/9f/p/xEANQARACkAKQAXAC8ATABYAFgAQABYAFgAbwB7AFgAbwAvAHUAWAA6AF4AUgBYAEwAQAA1AC8AQAAXAFgAUgBkAF4ANQBSAC8ARgBAACMARgAjAC8ALwAXABEAAAAFACMACwDj/+//4/8AAO//FwA1AB0ALwAdAAUAEQALACkAIwARAB0AHQALABcAEQAvACMANQAvAAAAOgDv/wAA9f8RABcA+/8FAOn/6f/j/wUA6f/1/+//6f/j/+P/3f/1/8b/rv+o/9f/4/8LAAUAFwAjAC8AOgAAABEAAAAFACMABQARAOP/0f/d/9f/9f+6/9H/1//j/wUA6f/X/9f/wP/X/9f/6f8dABEAAADj/wUA6f/d/+P/xv/L/7r/0f/L/7T/uv+o/5z/i/+W/7r/qP+o/5z/wP+L/5H/kf+6/8v/tP/L/7r/xv/d/9H/1/+6/7r/tP+o/8v/1//d/9f/3f/L/+//nP+i/5z/rv/G/7T/7/+o//X/AADd/93/+/8FAAsALwARAAUAEQDv/9H/y//G/8D/i/+0/67/qP+i/7T/wP+c/6L/xv/G/93/rv+6/7r/ov+0/67/9f8LAO//4//X/+P/xv/v/9H/y//d/8D/3f/j/+P/+/8LABEABQAFABcALwApAAUA+/8dAAUAFwALABEAKQARACMAFwALAAAA1//p/+P/7//j//v/7//1//X/9f8FAN3/6f/p/+P/CwD7/xcAIwA6ACkALwBMAB0ANQBMAFgATABYAGoAXgBGAC8ANQBGADUAWABYAGQAhwBqAGQAagB7AGQATABYAEYARgA1AB0AKQAjAPX/LwAXAPX/BQAXABEAIwA6ABcAKQALAAsACwD1//v/EQD7/xEA+//d/93/CwDX/+//7//7/9f/4//1/+n/AADv//X/BQALAAsAHQD7/+//7//L/93/BQDv//v/AAAXAAUA+//7/wsA0f/v/93/y//d/9f/BQAAAPv/4//d//X/3f/G/8v/0f/v/+n/4//A/8D/0f/L/93/+/8LABEAIwALACMAFwAdABEAKQApAAUAHQDj/+n/3f/v/xEA6f8LAAsAHQAdAAUAAADp/+//CwDd/8v/0f+6/8v/1//A/8D/1//G/8D/tP/j/+n/3f/d/9f/3f/v/+//7/8XAPv/7//d/+n/7//G/+//+/8LAOP/4/8AAAAA7/+6/+//0f/v/9f/wP/j/9H/3f/X//X/qP+6/8D/0f/L/9f/9f/R/wsA+//j/wAAAADj/8v/4//j/7r/0f/A/wAA+/8LABcACwDp//X/BQALAAUABQARAPv/HQD7/wUAHQAXAB0AOgA6ADUAIwAjAO//BQD7/wAACwDv/x0AEQARABEAEQAXABEAFwA6ABcACwARACMAEQD7/+//4//j//v/7//v/93/6f/j/9f/+//p/+n/xv+6/7r/3f/p/6j/uv+o/7T/y/+u/8v/4//A/+n/7//1/yMAEQA6AC8AIwALAAUAEQALABcA7//1/wUA9f8XAPv/+//v/wAABQD7//v/9f8AAAAAHQAvADoAOgApAB0A+/8LACkAFwARAAAA9f8LAAsA6f/1/wAA+/8LAPv/9f/7/wsA4/8FAO//4/8FAAsAEQDX//X/4//j//v/6f/p//X/+/8AACMABQAAANf/+//p/xEA7//7/xEAFwD7/8v/4//v/wAAAADv/xcAEQALAAUA+//d/8D/rv+o/9f/uv/j/+n/7//7/xcA+//j/9f/6f/1/+P/CwAdABcAHQAjABcA+/8FAAUAAAAAAAsAHQD7//v/FwALAAAAHQARAPX/FwAdAPv/9f/v//v/4//1/xcA9f8LAPv/9f8AAAAA6f8LAAUA+/8AAOP/AADX/xcACwDp/xEA7/8AAAUA6f/p//X/6f/L/+//7//X//X/xv/d/+n/+//p/+P/9f8AAPv/FwALAAsAEQAFAO//BQD1//X/9f/1/+//AAD1/+P/6f/p/+P/+//v/93/4//v/+n/6f/j/8v/wP+i/9f/rv+6/9H/xv+6/6j/y//G/9H/3f/d/9H/qP/R/8v/4//d/+P/3f8LAAAA9f8dACMACwARABEAKQAdABEALwAjAAsAAAAAAAUABQAFACMABQAFABEACwAdAAUAFwApABEACwAFABcACwAXAAUA4/8FAAsAAAApAAsAFwDv/xcAIwAdABcA+//v/wUAIwD7/wAA6f8FAOn/CwDv/+//4//7//v/CwAXABcAHQAdABcACwALABcAAAD1/xcALwALAAAACwARABEACwD7/wAA4//7/+n/6f/d/93/4//A/9f/uv+u/9f/0f/j/+n/1//R/9f/0f/d//X/7/8LAAAABQALAAAAAAD1/+P/1//j/9f/0f/v/93/4//p/+//4//v/wUABQD1//v/9f/j/93/7//L/+n/6f/X/+//0f/d/7r/0f/d/+n/qP/L/93/tP/R/7T/qP/A/8b/tP+0/+P/0f/d/8D/wP/j/7T/0f/R//X/7//v//v/9f8FABEA+//7/xEAAAAXABcA+//p//v/AAARAAAACwARABEAOgD7/wUAEQD7//X/7//p/+P/+/8AAAAAHQAdABcAFwAFAAUA4//7/wsA7//7/9f/7//1//v/FwD7/xEAAAAjABcAUgAjADUAIwAdABcAFwAdAPv/9f/v//v/CwD7//X/6f/7/xEAKQApAAsAKQAjACkACwAXAB0A6f/v/wUAAAARAPv/7//1//X/3f/d/+P/9f/v/93/BQARAAUA4//v/+n/AAD7/wsAEQAAAAsA9f8AAAUABQD1//v/+/8AABEAEQDj/xcAEQAFAO//4//p/+n/7//v/wAA4/8AAO//3f/7/xcAHQAXAPv/wP/p/+//3f/L/9f/4//1/xEA9f8AAPX/4//A/+n/xv/R/8v/0f/L/8b/wP/d//v/BQAjAAUAEQARADUAEQAXACMAIwAXAAUABQALABEAKQAdAAUAFwARAO//FwALAAUAEQAdAAUAIwAjAO//9f8RABEAHQD1//X/4//p/wUABQDv//X/9f/L/+n/BQDX/8D/0f/v/9H/1//7/+P/6f/1/9f/6f/R/93/3f/1/wAAAAAdABcA7//1//X/1//v/93/4/8FABcAEQARAPX/6f/p/+P/7//v//X/9f8dAAUABQAAAOn/7//v//v/7//7/wAAHQApAB0AFwDp//v/BQAdAC8AIwA1AC8ACwALABEAFwAFAAUABQD7/xcABQDp//X/7/8XACkANQB1AFgAWAB7AEYAQAAjAC8AHQA6AC8AIwAdABcA7/8jAPv/TAD1/3UAy/9vAKj/5QBQ/7oBKQAD/8gAYf9kAEr/HQDv/+//bf/R/6L/uv+c/yMAhf/j/67/ov+W/8b/wP+6/6j/i/+o/6j/nP+c/7T/wP9h/4v/lv+i/5z/nP/L/6j/y//L/6j/6f/R//X/4/8LAAUAHQAFAMD/+/+6/93/CwDp/wAAFwDp/wsA3f/j/x0Axv/1//v/tP/G/x0Axv8AAPv/0f/v/+//4/8FAAsA6f9MAO//7/8jACkA6f8FAIEArv/L/9QAEQDA/0wAUgDR/+//IwBMAK7/AAAdAOP/AADv/14Arv/A/3UAnP/G/xEA6f/j/9f/Z//1/9f/hf/j//X/tP+o/wsAnP+L/wUAVv+R/3//1/+u/1b/NQC6/3//IwDG/wUAAABAAFD/3f+8ACH/i/9MAK7/OgDv/8v/OgBAAN3/Z/97AK7/FwD7/wsAUgDv/4v/XgDd/8D/nwCR/yMA9f+HAN3/uv/IABcACwAdAG8AHQBMAKL/kwB7ACz/ZAAXAHUAVv8LAD4BnP95/40A9f86AGH/hwD7/w//FQFt/wAAewCL/9f/6f9E/y8Aef9MANH/ef+lABcAVv+HAG8Auv8XAPv/dQC6/zj/qgA1ACn+1wG2/lb/y/8LADoAh/5KAW8AKf7vAYf+ugHL/6X+ywEJ/0wARP/xACz/lv8aAXb+pQBGAOb+hQHU/ikAyACr/g8BmQAP//0AyABE/+UAov/d/xUBtv6i/+AC/Px1AGUCav6F/08BKQCT/pYBUv6oAZP+bwA6AOn/D/8D/38DyvtEAfEAbf9z/7AAwP8XACH/dgKb/agB6f9GAIv/agCfAOD+6wC2/icDcv2u/8wDhP0yAaX+lwMi/KoAWgTJ+cYDYf8VAYb8ggL1/+8BH/ujAxoBhvzUAKIBn/7U/rQBrv9n/wL9rwWw/Ab+VgP7/8X9zwKP+6EG1Pc2BKL/pPzVBPP7nwIZ++kIUveaAiEDsvu6ASMAnP/3/nMBW/1IBFr7LwB/A0z+GfvoBqj/LPjrB7z+Nf43/U0Jxfb7AywBhvwMAs8C1/iPBmH99wAg/e4G+fSEDRX4W/3uBk/9Ef4LAJoEtfpHApYBe/6N/loE4P6u//X/PgF5/0QB8f4y/+YCAAAm/UUDRv5bASMAJv97ABgCxf0G/hEHCfjpAaoFW/aqBdQAYvoZBI3+If9Y/mUEd/v3AMkCgPpjBUH+Xv7A//gCt/mOCXPxRg4Z9FkLwPHoDdLzQAdU+zkDZP4W/F8LqfPkA+MBxv/2/LwAogEO/cAD0PtKAf0AzfyqBW34WAC6Ci3zcwEiBSb/rPuE/dsLJ/M9Bh3+3P0hChntzRNy9oH89QPWBunxqgX2BZP3UwI+AYH+aAPH9RsK/gJ47TEUavdAAAsAxgPn+98F1/j0BiP+Yf81Amn85Qcn+jH9Gwp/+Ab+NAd49qYLhvN7BxT9tAHvAc73oghBAvDz3gqk/Cb/SQZD774Sj/sw8usOR/d/CqnsFREd/lf1qAhv/KcGVPS8Bxb6Qgsq8skCawRn//X4ogFKCvvx9QNAB3b3HwTB+hQNre9hCNgD7vYaCCL1sRCn7fkLJfuDBPP7Ef7qBTL/wgB2984Q/PVh/2f/2AqS9fX/mf7uDZXtmgSEBkf3hgUh+mH96RFC68YD7Qst+rX6dwTyCXvu9RHW9Bv/cRLr5+AJqgdi+hz1hhOR+MT0bQ/k+m3/YPshCqn6TPwiBUECEPr6Bj/6RQOHBxbsaBjp6jgPwPHcDTb5hfhwEILwdAww8vIJPASB7rsMIwD69j8MjuvhGaftqgA0Bf4CWPf6AckL5ul1FbzuQRBA7rILD/919SMVF+CgIMLwDvbNE93xqwnU8CMQ0PvM8Q4UcPfG+B4Qlu9kEEPvxgr3AOH7yfn6BgMIHe5lAtIKdv5/8XQMrv+wAOX1jgtJ/dIDMvE/ExT2iAK1+uYJB/t+/fICAACaBCLz+wr0/Xb+C/73BzT1pgu5/azy0xPS+iXtCR+z4XEZu+yZByP+DAmC8NoJm/0IBr70mgSxAu8BGPnxAIQN4+rHE1j3SPsDD1Lw3AbOB3bwOQqNAEr43AbH/Ez+jAX09m4D1gb2868FSgHOAOj23Q+e7r8P9/V0BZb/RQOw9YgSc/E9/SMQkPam+eEEKQne80D8FA28AOLtaBGD+08BBvegC1L+bPR/CFsBQ/1O9IgSNPUAAIb6jhBQ8cb/kAiY/Kn6IAEfBhX///RREwDpZRLG+Gz7EwtE8XwQmfCwDhr2mQdy9I8UPuo2C64B4/hVAUMGRfOkDFT0SQi1+hT9yQst8boKlfQhEU7t4Qud+pIF4vQIDYT2+/9BCWDtdRW98BIJ8/saAaMD8/v7AyYBSv/r/hQGkfjlB7H3YwX6AaL42APUABv/OPgRDqjxCA3s8ogJgf6I+ZQEmQAx/XMBc/8LAE/9qgWn9gkIeQEs9mkHTACTABz1TgttATT1YwUpAPMEEvL+CfUD8POlAsAKffRxBEP9wQVz/xX4Swwy+OACWvurEK7qlgiJCybvEgIvEALtywj6/U0CJgGS9QUO3fhz/wn/qgWh9i4MUu6xF7Pm2BFu+nT6FA2u8W4Mlv2R+L0JFP2MBbTqkhyS9Zry6w60AQ30JwO5Bjr8bPur/sgO2+uZDszzeA3x/FzqUSi84OUHMwpi8+MI7/hGB2D7Nf5NCev1CAZU+7oDPf21BS3xYwyHAHj2y/1hDzf04/gxFNjsHAzF9tYGlAIe8oAT5e72DBzzZwhvAKL4bgOFA3z5mgR2+UsMJe3TFdLsFwdUBt/1lAQ1Asz6EAUS+U0JafXjCJb2jwYAAszxHRWd7GwNpPzz+zAE6f9k/v3+2AO6+HYJPvgmAWID+AJx8s4VGe04D8f1VAY4/6r85gJfBEn2igib+08B3wC7+p8JyPe2/m4MXey5D7L7x/wEBRX4Og7O8L8GogFb/5/++/gSEPvx2QVy/Tj/Ywxo7HQMQAAE+poEdQDT/OEESf3x/N0Is/ZIBJn+lATx7hQWUu5dBRj5qRHo5t0P7v2q/HwC+vbFDzf00f9FAzMDlfuT/s38VhhX19UgS/MTBLT44Anc9u8Izvf1A536bw465zUQlQZg5vkbOOgkEjz5ZvuKCH/4JAs/7GgTJ/h1/AkIf/E8IuPMaTEy4SQLtwmc2lE4mNBuExf+b/waDyngmCO06pYIAAA79+UOHvmn9GgY0uo/Cvb8tAGF//P0XRo03qUe7uh/CoQGauktGPfuXQW7BQ7vYhjP5CoZO/BNArwH2vcBC330PwPnC33r1hQ+6toXWPDT/J0RKO7PC7Tx6BTO6WANAP579YMZGdjmLEXenAiYDG3xvQIxBnj2FA/t65wWre0/DOfy1RkZ3d0W1P4C9iUG3PuPBmr3qQpH8owTP+yZDtz00wzA8dYGDwMC9rcJgPqL+FAYtdc/KArlXgd+BnjtmiAX2fggWet/Cl0FwudJJOreIxUi/Dj4dhCN5xUfQ98CG4vqGg+s9CUGp/1vAB75eQ9Y6TMaMOvSCtL6VwXA/yH6qQP2BST5m/3ACgD3pQCOAmH/AwFR/FgASQZH+akDpQA8+ZAPAu/rDrLtVRa68Yf3vx3y26QcjPPqAwkBDvaIF0rjSBLaAAHyuBQa4cAmg92ZDiYBNvu9Ai/+OP/WBqz0nwddBTLxHw2e/Ln9sgQ4+FwRI+LMJsTd7BDL/bb8NAxl3V0xDdaAGn3trwVbDxjkgxu+5nwe+OLnEoz6CP0lDU/o/xvm6ZsNhfiu/4wFXv6a+XEEfwi06uIUB/s97xYhddn7H6jx8fwkCZP3BAWb/cz4BQ5h9r778Awc89AN0e8eErfphB055RsKQAc976gYqd5oKJLQaixI5IQGEAW/9pQCmgso5ekYxvHYCtjqLx6N4GQXmPVA/F8LEvAOD/3p6Rip7A8IiPm1BW8FsOeEHWPuxPtDFjbdzCZ52mghiOlhCGYGbuwpJUrTdCFX9VUBvvTNGrnopQJ1Dp/wiggc+nIG8f7G8QMWxuoCFATemyna4uoMcu9CGxLr4/iPIknh9/7FHQDpVf39DovqqiqrxgQoRfN2CU7mVR398GH9XQwm7+4WB+QEE7AAJPnC974UQPXW/eEE4vRCIn7RqBZUC+Hrzwld9RsRPPuq9XUHLwk99lv9yQnG/7vldyeW6On/3wCdA1cFtvXrANwGEwRE6gcZ7PDsCZPiUC1l3RkL5PMSF8DxB/IeEvX4og9lzxM+E93VAocAoQ339Wf/bP3TDub5l/GADOQMVurkBUkNnu4BC0fyXhCB9xbztxCX+iH6KQBkB934rwO0/yABNf5uDFDqHhnU6ccaeeHaFxgCzef8IwHdSRZkADXwwQVrGc3QcSec6A4PuvFJCMP5hw6B7k8B9w6o+GLx7BBJCJDoYgqB/r4bbcW5MmzmiRQt6o8ETwY0BS71zveIF1v2Nvu4+7AVseItH/TaqC1n05IjOOiHB10Fl+pdHNDt/gImAX0EMPJHCUAAhP0c/O8Re+dXE03yrBIo3pYrwuBADoT9dPo8ErzuxAb4ArQBuf0FAEIEMgEW+j4IGPnI/rILEe6TDgv1mgSgBH/xcBBK8bUMDfTvCmjzbw6A7IgSn/AiBe8BBQec790IoQ1U7dsLKvImHdnewBG/9n0LsvRv9W0YS/N1AF7wbR9l67n9+v0LFXDpyw9I5rgwms/0D94KFPbi/e37exXj6IwFeP0NEnTsKgKXCr8G8+Y1F/P7ivbOB+r6sAe39/b84wg+/zPs0BQv/s3s8RVu858CMgG2/tr3DxFS8M8JZ/9s/Z0Dog/d4UkdvfmJBBbzjBOH/pP3Cf/0CEH+mvld/L8GUANA7tgRXvDKDcXoyBU37UwH1vQ1EKfvcwHc/UgE8PoU/WoA7Ani9N76IAjvAef7L/fKDbb+JPkKAwQFzfxs/fAFzgfK7VUIsQL5BJryZwFTCY/7ofsU/YoI3/yY/LwArv/hBNf4hgWmBOb5bgNq/k4LjvIkC6TubhPJ8poE0fYkCcT7IAEr+3//AwgY+e8DhvrMAxz8xQhE6mMVtfOIAjkDAflfAhgJZ/ZuA84AhgVR+msEYPuzBqoA4/gUCA79DAJ2/m8Fxv/Z/BAFpgQv/vUBgQBYAGwGgvLLD2f4awTW+wQFuf1m/X8IKPU8C/r9mPy5Bkf3wQWX+oH+2v4NBLL7fPfSCoL5dQBY/t0BLwIK+nUAcAJh/e376QgB+XEENf7o/eoDuPtd/NUC3QEZ+6kDhvopB3//Nf5M/s4H9vwdAG3/LAEKBQAAlftPCDb75wQL/kz+QQJq/roBbP0J/5/+bwVF+pAB8f7SA/b86gUy+J4FewBZAkH3jwSLA4v/b/wy/zgBEwRG/Db7FgUXANH/6vpFAzUA4v1Q/7T/Rvx8AhEAzv67/FUBMv+0AeD3nwBDBpf66/5x+yMAbgOX+PH8TwEv/m0BwfpkAOn/4/95/0r/dfyR/z8DZvta+5z/Ff8KA6z7BPpUBrECM/ojAO8BagI6ABT9JwO6ATAE6P2RA84AuARb/2oCkAGdA7QBCgPIAA0ElQaCApMAiQSsBPAFwgBrBJgFCgWCAjIBzAOOAuoD1P6aAncE/gKHAJMAPwOQAV4Axv/CABoBnwApAMj+vAAdANT+0f0g/ZMAF/6h+8b6Y/xx+2j6MfQq+cD4svTX7wTzqPFC8t/uze6/79PuGe3Y7OfrberM6oDsCeqX6n/qV+7k7FHsGu/u77706/Uc+rYACAY8C30SbhohH7IifiT5KYUt6S2ULnUxcDOWMu0wbDLeL7cuCyxfJ1oikiGTHmUZqRP2E28Ojw09BokEKQCz/Ur4jPUa9sPy0vNK8YLyz/Jl8sPyKvK5763vV+7f7oHufu9a7cfumute6QTlyOAH3eHWoNa/00HU+NQk1mbRL9SM0PrRps9F0IvO8NAC0crRBNWE2oPfRd7X4enjjec97Zj1ygRvDvQWMCDDJ+k0qDuYP888IT3yQ5E9gjxEO0lAhTvxM+0wPi2pKBYhexWCEMAKyAfaAmH/If9U+3T6MfZd9ar1J/MC9ND0zPjd/9wGIA9TEjocMh/sJV8n1SdOKfUmiybRJCch4B7pGKoV3A0PCLQD3PvF9jvwwexB6dDmg+Re4qrg7t+G3tfaT9qV2B/WutU71O7RYdMO0WfTUNV/1SvYq9Tq1WTSJdhm0enT288F0OzNSdHQyiTNbsfPzfvFJcqpx7nKLNrh8kEJ9RFZGUkk1DrETuRUL1GtV+VdxmCQV81dQ14aZZhUjkrDQ2pBADUWKAwX4Qs6BZEDK/tb9mbtIeoz5Szh2tuO2w/cX92B2bHiW+hw9yv7TwG1DJcRLR+KJKAumjdlN0U9iz0fPgs6pzKmMGIh+x+TEOMPkQOk/ML3CvPn613niOK94tLcfd3X2irdY95A4Inf3+Cc4b/he+CZ4OTe890l38vaNt2p3ATez90R2aTXgtRq0mnQp8qFxUHE6MNlv3++8bvCvUO81rp6uUy7sMLAzkLtFQPoFk0g0zHJReZYmWb3X0dhS2n6ZWBjcl5cYlNhzVZKSwQ/wD2bMigjPxNpBZkAtPiG86ruZOlg5oLiGORb4Y3gDuZ46F7pVupF8y/+GAmdEZ4VIhzxI+0p0i/hLvst9ywCK1EorCA0HCIT9w7FCIf+p/ad87jtFeoT5o7kK+Y76QTssu1z8S71ovhR+pX70Ptq/nD+8f7B/Bn7E/su/Lf37/FL7EbnFOEB3YXVDc//yLnDt79xuOi1lq4lrM6mWKaSpB6qSqmYrb6qHbTgtqbGvsh93a39NBX6Kyc2dUgsXoxyf3Vhbi5yDHYjbdZjbluKXuNZ3E7XQi44NDFDJCgVDwgh+FHz0uw46kPm/uJl5DfmIerN56fm0url7u7voPK7+rIEqg50EwYX4h3RJH4k9CSqI/YhkhzqGtAUKBNNEGwNVgrPBOn/gfy++8L38/SX8/f1PviB/AP/CgP5BC8HzgcvCZkJ6weGBQEEkAGfAFv/6/zM+Mny2Owj567hC9ld0JvKVcOovne6L7aJs7ixiaxOqniscK+Nr+is7bGysRC5cbgPvqy/lMZkyxjp0gPnICYtmDiSRmZcWW+mam5pCmk4Z75cRVTGUrxWHVGMRp02bzHQKZEfiBKJBNT3jfA57BPtDevy6SHqeO+t74HuW+9Z8sT0S/P/9OP4uwVpDN4RSBRLGs4eXB8eINoekR9DHcgcSxooGp0aoxqGGvcVgxJeDjQMCQj2BQYCVgPGA+IGIwcnCs8LJQ3eDEUMYgptCCMHZQIAAhf+IP1x+cH1x+4t6unjJN0N1rjP28jiwxDArLrFtUKx7K+7q+yo2qhypQumSaWBphWpPKqirsywsbbVuJy+Y8LUy9fotQUfGycmUzU5RrBdJmx9avZpXWuhZdJZdVaHVnVWLUtSQcM19zNhLbshChMfBLX68vL674jrEukZ5ljpIu4C75DvevNT+fv42PrL/YAF4Qv7EQMWAh0XI+cnBSomLc8uzixGLEwqdCh2Je0ixCKCIKQcwxcyFnQTsw3XCNsE+gHG/7T/TP7lABICawSDBAgGYAb/BBAFlgEV/7f59/Xv8VLuaumL40vejdmf1EXOUMczwBy51bG1q0OluqKBn7OeGZ7iniideaA7odGg1KE5pHOpza3Iti25/MKjxzPcKvloGOssHDjtRdxVpW9fdj93/HIhdyNty2UnYA9gklulUblH8z5GOrotAiIjFWcISPs97/7rEukD6JPi8OUp6T/snezU8Gz0x/Wn9uP42v7HBZgMRRObGx8ifCcdLPwx7jILM5gxNjB8LjcrgifxJYsmXSM8IO4dYBvmF3oT7g2xCSUGrwNNAgYC7AKLA7sFSwX5BPUDewBR/ED14u9Y6YDl6+Bz2jzW9tD+zZfHssFCugW01qxMphKhMZ6lmguYp5cvmq+bOKAvn0SioqDCpl6o+K+ys/C5uMFvyX7RIte181QL0S2jNp5GHU9faK16LHwDfPl4xHgRbR1ml2DiXkdYZUz+Q5Y7JjTjJjse7BANBD32oe1I7WvrkOg25Ifnfeu47Xbw6vN+9tH27Pml/qAEwAovEEIZrCBNJwgrVzEKNsU5CzpXOP41fDUIMqYwlC7rLBwooSRcIf8b7haOEB4L9QMAANn8/PqG+gP40fZy9If13vOL8Tnsb+fU4ivfedxP2GrUKs9BzYDJQca7wBS8pbaasUCt76lDpz6ixaAZnJmfBZ8QpHCh6KXTpLiqDq5tt5W6esAvxJ3OmtQR4KbkN/QFDs4l4kBKRLlXGl7ed0p+/39hfL91/m9vZPtgWlxkWLpLLUQYPB83RiwqILcX/gmc/7L0G/Fi8fzsHOxT6Q7vue8C9Gz0pvl5+HP4evoR/vkErQYlDX0StBjQG+kfYSaMKvorFCsmK2wrvCxeLPcs8SqhKZEmFSYvJfAhYxxpFTIPfwqkBRgCyP5p/Bv4NfdB91j3b/Wm8hfuuOsy6Kbk7t8h3ArXZ9NA0ETMCseDwb+82rY8sZSq1qXeotSfiZ7znAqdwp8moNWjpqPIppmonq3isyW6ML9QxxPPeNgD4arn+PKy9JwI4BcJNPVEiU7AWVRjIXfTeX56AHR5buFj5lj0UAVP2Uj7PWI2Gy/uK+0i5xmIEtcIvQLV+R75J/jj+Cf4UfyBAOEEWAcHC8IOKRAMELcQGRSlF44Z8h5OIrQmryirLI4udC9qLMwoTyTHISAdVhheFUgSuQ8WDAcLywhgBt8AGv3++VD4SfZR9e30O/eZ96z57PkW+gP4x/WO8izv9OjG4z3f99kt1RPPkskOw2y8VbVhrsWndqHkmx+XYJX6khCUdpM9l3mZRp/Yoj6p3a5ys368XcJEzM7Sq9ve5UfwS/qLA28FiRu0JnFFrklUVW1X8V/xbZ5r1XFbZ1NoXlgfVchPAFHGS68/IDvTMdYwfCePIrgboxHxDmEIKAy0CtoJRAh5CkkN0A0uDBEOTA7pD/8NLxB8EPwTlRTvGM0aBBoNG/4ZsBzVGSQZ1hRrEvIQKAw2C18JkQqzBuQFsgRFBe0EmgIqAjUAagBGABUBRAHp/xcACf81/q/6avea8j3vR+mT4l/bpdQ5zjbGbsCguCiy9akQpDee4Jpgl+yTmZEAkRuSRZRylz+bgZ8dpo2tlrUwvz/H1tEy2iniaOrC8JH6Hf79B3MIshsDJohDfkmOU7hVplpaanNnmW2DY2RmvF1wWAhX5li1W1lTXEskQ0c8bDlGLF0qAhsxGxUR4hTzEoURKw2jCm4KwgdFA+D+Cf8p/i/+Sf0DAYgCKwaaBF4HxgNAB0gESQj/BkEJ9weiCIkLnQrGCpkJ1QuLCvoIYgr7CnsORQyVDeoMpA4DD2kMSAuPBo8GtwLvATv+tfqy9LPv/uuA5c/dw9RqzVbFwr2ot8CwYKzEpWqh25y0m1WZ0JfklFSVEJaOmo+e4aPYqRWwM7nbv3jKvc2t2G3a0+VF5drw3fEA/m8AORFxIIw4NEi/SS9RaU8sZVdiD249ZQJsAWh/Z/pl22i7aZFiLlYxTnZDSD4dM90tMibjH+oaQxbuFnkPGgjL/WD7t/dg9IHuVe8G8CTyR/LB89z2wvcy+KH2UPhi+oH+4AI+CDQMEQ4aD+kRVBQiE0oRHhAWEzkTkxUAF7gZmhmtFmYUARJxErYOhgzRCJwI+gZFBUoDq/69+Xzwruq046Dd7NS9zZHHQMLFvE22bbA/q/mjk5+KmQaaVZfWl82We5h0m8qewKKNpiKrJ7DLtei8IcXlywDU1tjv4zTnOfPb8iQChwAVGFAfdz4lR9JSeFWkVrFmZGYjdNBsgXSrbz5ucmx7a0lsV2R4V1ROikD+POYu6Cs8InAeUxcqEjQO7wiHAIX4XPOm8j7xae5s7eft9/A48fbzTvRq99H2RPhx+Xb+ggL/BpwIRQyGDG0PaQ6OEDgP7g+cDw0SCBQgFm0WohaHFbMU2xIwErQRRxCwDucLUQwnCvcHGgHe+oP0FO+f6VDj+NvJ1L3N/sYrwcS6abSHre6neaLFoHWf1p6Eng6eMZ69obSiyKjzrHmwNriKvBvHP87b1o/fyOd77lT0BPq/ARgJhRFPFqcbtyAvJfIu+DX3Qb1DkEnHRoRJ0Uk8TOFMJ0tcS9xH9ELGPSI4qzXhLpArzCbwIRggjBr2GgAXIRiDFPYT+BKsEgoTkRGfEBgQkA/FD/QPsRBkEOsOaQ7QDSkO/w3WDX4NbgyOC6sJ4wggCC8HegWgBP8E0wVJBmYGzQUxBjQFrwXHBT0GmgSpAx4CigHIAPH+Ufz391T0Du+U677mduLy23rX+tGRztPJ9cVswc69Jbqut5m23bUSthS1O7Ynt/C5CLwSv2bBwMXNyWDP1NQk26Tg6uXm6W/u2/IJ+PH8LAHzBPEHfwpdDKQOKRBWEfgQ0hEKE+sVtRo4HWIfjR5TIH0gpyRzJjwnSCklKYYqdSq/K64tCywMLiArUixZLmIv3zGsMB0zmzKnMlsyei8NMLYsNSztKVwoJCdjI9YiUB8gHTEb3RZuE7MP6gwzCrAHjwYPA0QBG/8L/kD80vpW+If1aPP18YfwKfDT7h3uTu0E7JHq9Ojl5+Hk7OKZ4JLeutyZ2yDaN9jP1ovV+NS91HDU0dOo09HT79NN1BXVbtVd13LYSdoJ3Bbeyt/X4YPkZuYg6J/pX+vq7MLuBvBc8d3xcfI583305/Rp9bD1sPVM9W/1ofQZ9Gb0OvUo9U/2gfeX+qj/GQS8BwYJhgyEDyAWMRu0HzIk4ybWKXssFjGUNaw32jo4O3Q9DkADQoJDhELaQyBC/UH/QGs+uju4N3M0sjDULLgp1yS1IbYc9RiJFJkQjgsLB/4CIf+V+/X40/WU8ujvle0k643pjefT5ZrkceSF4yHjzuJt4bbgvt+p3kXeS97T3pLeg9/W34Hg0eFW4+/juORL5VTmXeeo6BLp9OiT6eDpd+uj7BHusO4372fviu9b723vje6h7Sjs4+rO6Wrp6Ojf563mBOXp43/jOOMn4/Liw+IJ42LjU+Qu5WzmY+cA6X/qUeyb7cvvNvIA92b9owOZCZgMGRK5FuYeTCW2Kn0wDzSSOF88KUHMRBxGk0gjSDhJGEqTSgxKp0d6RilD9ECjPU853TRRL4wqaiXnIJgc4xayEggNxQiJBCkAofvO90L0avBO7bTq5ecC5mvkuuPD4r3i1+HL4dfhQeJT4qXiG+Nu45Tkx+UX5+jorupR7Bfuue9E8UfyZvQ69Zb2yPfG+Hb5evrq+p36VPtm++T6sfmR+L/2C/V083Pxcu+P7TDrI+n55qDkcOKe4N7eB93m27nattlM2bzZGtp825fcmt2G3pngt+K+5L7mnOiL6ursT+8S8r70vPdi+hr9nwCPBgUONxQqGSIcHiChJFsr2C/9M5U3KzmwOno9Q0AdQa1AhED8P1Q+IT3jO/A4JTe6NNkx6i8jLLEnPSSuHxkb7BcOFP0OxAuTBzMDqgBm/cn5y/b889LxDPDF777thuw261DqCerD6VzqD+pt6jzrlOuv7H3tUu4U7/rv9/Co8Y7yhvMN9G/1IPbu9rf3hfjM+NH4wPhQ+Ef3kPaH9SX0M/PS8ZPwlu/x7rjtbuyO6+DpZ+hA5/zlXeWI5OnjLeNw4iPi1+Fe4kfi2uJu4yTk2+Sp5UDnOOgh6l3sEe4M8NfxV/M89HL2bfjh+cT7p/0s/xcAagKUBGcISQ1zEbMUyxZIGZsbcx+4IpYkYSbpJgQodylDK3YsRixhLUwsFyylLCMsTyt7KsopUSjdJo0loSJCILkdvhtlGZMXTxaSE/gQ5Q4iDC0KRge+BPoBy/+h/YH88Pr1+OL2sPUC9PjyB/IP8fTvkO9J77buvO577uftuO2J7Y/tZu3W7ZLuT+8d8AzwTfDI8ErxB/JZ8hLy+/Hp8fvx1/ES8t3xc/Ft8Urx4PBY8F7wAPBn7/HuV+7K7QLtOezv6gPq1+gI6CPnBedS543nRudM5+Xn9+eW6JnpAesK7Nztfu9q8DDyAvQC9lL3rPnq+n37e/wI/Zn+KQAEBW0ILgxYDvoPxhEFFSga3xz9HhYhjCGBI0MkUydlJ1EoGSliKEIp5ynBKusqFCutK98qjCpIKZon7CXTI+0ivSD9Hm8cuxptGEkWKxTYEegNiwqVBjMDUgDR/Z36gfen9LLyWPDT7ivtyes+6p/py+h46CDo5eeY5wPoluhY6eDpEusz7KHtvO4A8CHxfPJo84P0//TT9ev19/W29ZL1jPUL9af0DfR088PyJPK68QPxTfDF737vN+/37i7uTu2M7Pjrw+sK7BzsUewo7K/sTu067oHuwu4C71Xv3e9w8NTwA/GX8fvxWfIi81fzl/N08/zzofTT9fH3Mft7/roBJATKBhIJegylEOoTRxddGoccDx+MIVglDCeVKdYrkywqLswvLjFRMSYyMTKYMb4wqS+oLUMr2CiXJqojLSEGHuQacBdgFFARng7YCs4HHwSuAbz+mPys+av3dfX88wzy2vDi77buuO1g7Z3sHOxx6yrr/enm6VPpWOlB6QPq3epf61Hs/Oy47bzure8M8GTwLfHA8YjyYvMZ9L70XfUI9kn2ivbL9sX2BvdB9xH36Pbc9rP2FPae9Y/0gPOI8lzxI/D37i7uqeyy67rqD+pT6RjpkOhV6MvoR+l26RXquurY6o7rr+wI7ULtUu657xXxOfO59pH6WP4tAx8GOwmvDNIR/RVxGYodzB8xIgAlECiSKhEs/i7mLsYvKDEIMjcyJjIgMoYxfTCXLxst3yrVJ7wl/yLDIBIeGRvDFzoVZRKcD2kMJAnwBV8Clv9h/cb6zvek9WLz9/As79bt8uv16ifqmemo6K3oGujf59nnnOh46DXpfOm66uHrp+3l7ljwrvEt80L0afXT9cv2Uvch+Kj4U/mO+bf52/ny+dv57Pma+fv4wvcd94f1WvTD8uzwY+7N7O/qR+nx59Dmo+X45Fnk0uN/49Ljl+Pe42vkY+W15XLmaedz6ObpfevH7I3ujfCS83j2cfvA/18EqgckC2kOMxPIF8ob8h5UIkkkqCaMKHIrRiyxLj8vkS9gMEAx5zCmMCswuy9ZLpYt9CsHKQEnhCQlInkfFB0EGi8XZhQZEsIOXQyKCOQFBgL1/5780vr993j2o/Nr8inwhO++7SXtyeuy693qDev16r3rcevw7IntOu687lLwA/F38h/0jPXT9df2k/fI9zL46fiL+An48fdY97P2LPZM9d7zz/KL8WTw/e7W7fjrouo16d/ncuZX5dLjD+P64fThnOEG4unhWeLD4ovjceQE5erlRuet6AnqPOup7KHtT+8Y8kL0Pvjr/JYBrwVHCR8Nyw/KFMkZlh3bIN8jqCajKCArZy3dLdsw/zDhMOcwNzLBMb4wdzCAL9cthyxRKr0nhyUcIycfERwQGn4WbhNTEF4O3grUB5QE7wE4/578NvlM97b1wfOX8bfwZPAd8Bzz/PNT8gPxw/LB8wTzRfOJ9Ff1o/Nu8+30b/WD9GH20fjR+DL4KvmA+if6nPjR+Lr4UPhJ9u30nfPM8YHu4ev46arnvuTX4YfgmN6F3JPZldgE14nW+NT41PjUP9UY1FPUBNU81vnWGdj32VDcmN6t39Dfd+QL51TtxfZG/nQKxAsZFHkYuCKjKLcuiTe6PddCOELVRRpJhEnUSMdGh0hnSZ1E+kIBPqs8tDRGMeAsKSwRJRsfbRhOFGEPVQjyAtT+wfrN9RbzXvA978bq7eYe5FPkIeMb4ynilOTV5FTmuOYh6pTr8e4v8Hf0qPie/Hv+sACXAzcG2QcpCbsMQw/mEDwSCBSqFf8UbhMKEyITCRFVDyUNZQtSB+wCAP7P+fn0BvB56jHmW+Fq26nVmNDOy6bGFMO3v1a+x7tgunS5Gbqyuvm6bLz3vVrBscSdxzLMPM+c0+HW39lA4M7gFuzi75AIOA+sIMEhUyf2MQI5HUgMSiBXcVouXXJXJFpgXNpYDVPSUmdQXFJuRp9BiTflMUAqyySeIwQhVhiZDg4GggKW/fH31/G27tLs+ugA6f7k3uVg38/dg91t4Zrk0+Ur5mHorurY7Cnwd/Qe+Xj9eQH6BpIM0w4+EYsRYxWxF1Ea0xzUHlYfnx5nHU8dIhzJGewXgRW1E6IPmAzcBlgAd/tg9Ojv5unv4+fdl9Vxz77IkMMavL24W7XJsXavxKwQq06qt6ipqzmrc7AVsMK2XLeHu3++Q8PwydPQJNQE3i7equ6N8IMLmByhKb01dC8cRs9F310fXAFoymogbm1gUWI7Xy5kPlLcVYlMyk4/P6829yzFJL0g7BdoGJ0YZRL7A4z8nfpZ+UTxzPH/7ebwU+nS6vPm5ee15U/hJ+Nj5xLrp+3W7dLxiPK182X5Hf76Bo0HXg7YEY0X0hhdGmMcNR5NIC0hOiOSI98j7x+zHToc5BrUFw4WARKwDmQHBgIO/YT2y++I6fjiFt5j1/zQQsgfwUK6jbTIrx2t/qoppomlfKGSpPihyqUIpRiqYqktsFe0LLchvuTAIMqQypbTKtRB6ULtyRKiHWctijnJLo9HUUZcYlpjMm46ckdvtl1KYDZaN17TT5hW4EpKS5g4HDEXJcgeCB1JFuEZGxhIEt8FtgBs+yP3tfPc9sv2UPig8nHy3eqC62fo3ehW6g7v6O+F8efytfN299f2W/+cAaYLWg0IFFUWrBk8GQIbQR5gIm8jhyUoI9MjHCFYHv0cIRjyGZgTjRXXD7MNPASB/vz1BPNm7enqOOPB3lnUz817xArAArqYtF6vlKrpp/yk+6KRokCfJZ6CoUqinqt8qOiu7azvsKa4vLvjxTDIxNZ84mz2oBmVG5w0hSZfPH9EzVYZY2Rm5m/hakZdb1bhWmdZGFG+TrhMvke5OcsrHSU4HfAa5RX7GFQb1hTdCJcDjQC//Sn3SPup+q39f/gx9uPxAPAH617pPuon8czx6fHP8qT18fWm+QsAngVtDzUQoBk5GmYiByAHIigjySf4JzEpKymGKFYmByCEHboYZBd6E3MRyg3aCYUDMv8h+Df0le0d6b3iC+BX1xrRM8f8wg26ErYesS6tbqnkpBmjDKF/oCmfeaD/nk6lQqP7qfqn4K84rqm5XbKM0DTQOAGHDmsgdyn6HS44jjz7WfJhFGzLbv1mmVgCVy1UdVYcTfRQNEb7RDg0cS6pIcgc6BbDGVobHR6jE0QKmQCE/an6J/qG/M/53PYt8XvuD+rR6DnlpuRl5NnnU+m66hfuovHn9KP6ogHgCSMQQhl1HFIjUiW7KDcr8SxGMxoyBDYgNBQyBi5uKLEl9iFEH5IcfxiBFY8N+gZbAYH8D/jy8knvjedg30/YH88lyOy/wbsitIWwBKvOqOmgQJ/9mN6bwZbnnKiZdJ1HmtSfzZ2epNqhLrQDvk7dWQJXBUEejw1xJ0Ip20VCVQxhxmCDY/JRz1N8UeJVWE/6UBNOpEiUPqw3ty4vJXgkNSW1KGwpHidiGGgRIgWwB4oBTQk5A2QAffQw8gPqLudT5C7g890u3v3ghOHe49jlkOgK7ATzCP1aBOoMHBPtEiIazxmjIWMj/ykpLCwtEi5KLbIpySfxI0shah7XHY0cfRniFMUPtAjPBLYAOP+g+bXz0upB4q7aYdMVzn3IpcR6wMK9DLissfyr86UNo46jxqLYogWfzZ3EnJSavJidsMSzZetD6JED2veW/2IRjRwnNiU+wki6RM0/hTTjO80/KUGzQFRAlz3cOXAzyzRZLrYqyyvtMKI0VjZGKjUlBxndGCsUQxYpF8ARTQky/+H7+PIt85js2e4P6kjrDOmC6WLq5+vQ7ULyn/cI/YIC1ga4C0wOnA/XDw4UURpSHlkgZx8vHkYc3hoIG3IbIhr4F6EUPxNNEC4OvQlSB4UBLvzg95fzHfBX5Z7ewNVv0qPOc8wLyTvENr9Qvl+4dLmetJa1CK5MtFWuR6+Oql6v/b0iyTv3rPJzCADw0QGkBWEd5iwYNSI4xDB6IbwcFR8wJ4oksyuMKt4okiFyHakajRfnGaciWy3gM1ow5SPsHicYiRuwFW0fixhKGK0NGAkqAtf4v/Y/85D27PkD+D39gvlC+3j2KffU/tcBSwznCwkRJQ00DmQO/hAOFLgUbxV8F08WPRYuE1kSWRBpDhoPlxGdESMQAQsrBrYAIf8F/OT65/TC7mPnZ+G03GPXytF8zfPI8saEwwO+L71zt/m6aLLzuh6xQbYjrY20pb0k1lT7vvtsDQX1KAzMCjgmbCtYMwAzLC0gHdkchxwyH9QX9B14G/od3RasGZgTsA7CDgMWJSIrKZQnMyFnHZUU3BQ6DtIa/BN7FRUKZAm3AqX+/fec9mP1hPYW+oEA6gNq/iX7N/Ym/Yf+PgifCbkPpAxxC/AFRAjUB4MLaQzSEdcPYQ+mCwYJEQdaBn8KCgzlDqENDAlQA4H+qfqd+mH4H/ss9qnzEOxN6ZrkI+A728jZ29bv1bLWk9L4zUfGe8KrvUe/IrvWyu/MJftF+tQJhfhc+kMG3hEyJtkqOzPtKQ0bGQ0JDxQW7RIJGP0V2xKZDkwH+gh//yYBjwb5FOQajR6IErISGgg1CeoFSQ3FD3QM/wYGAnYC/f5j/Bb8fft5/2oC+ggNCzsJ9AZiA8oEBAUhCgQM/hCwDowMCwfPBNoCOgVyBikHJQZIBE0CnwB1AO79Hf55/wACCQHO/uP4d/Tn7VHsX+vw7Ejteeo76driyOK+3xrhDd174L7dZt8n3AfdfdYe1MXRhdzh5FsIVBRMHEUTJAmmEsMXRC2uLeUzWy2YIxMUZhRFE0EQHw34EnAQ6BSKDxgQrwOW/6sCXAp9EgMYIhNPDwgGqwL8/IH+2gAC/VT7f/gW+rfyQ+/c7eLvdPNx+8T78gI4/58ChwDsAoQGngXXCNgKZQsPCj0GJwO5/en/4/9fBIYFhwAy/xz6oftE+Mj31fkk+Vj33vMX8FDxSO3V63Lmu+XE5nDpzeeY5frhi9y+3cndz+QM4lXhS95k2xjb4tgQ5fPmMQbtGbclUiwJGAQotB+CNa401zvQQPEz/ifSGFUd5hfiFPEVIRFoE4YMFA/6CB8ErASNB+4N7xFNEE4NigiRA3//3vopAFP53fgc9c73J/jP8uPxfu899lr79wDLAVUBdgIsAaMDXwQuBUsFHAXHBRoGRQO6/y36HPWy9Nz0O/d89/f1xPSO8qvwGu8X7nTsjusq6+PqFOhx5Onh5NyI25TbaNw7267cotrK2IzXgdnJ2+Hd/9+a3UveZNtz6NfodRUdJdU3SzEvJcYvdzBjRtdCfkd0Rp86vS42J4UtICRwHlchhxzIHhgX6BuFEUsMvA4RFU0XixgmD74L2gJeAPv4Hfcq+bHwKOwy6GbtROpJ6L/osOcF7h7yEvkvAOMB4QQwBEwHWQknCsEMKQ6OC08I1gYgARf+qfrh+e/4LPgX9571IvMi8yDvP+yN6Q7oquds5nLm/uQg4TDdFtfT19rUr9Vh097OKs27yWDRcc81zQbNgsbPzUvJgN5B4vQNJBnCLOoh1x1gKVMuHUFAQUNH00ZyOeUx9io+NMAtHDGSMZ4x+jImLUYxnCR0Id4hoSvbLtYyqSjtIpITngxlAjUAQPyU+c/y1vTn6xPmStxf3RDeS+Uz7DbyvPdy9kD1evMs+AT6QPxE/0oBWP4x/Tz5MfTZ7hrv1++x8DLvy+997fHuoe3D6zvpAOl56gHrd+tl61bq6+fQ5l3lX+Qj4ATcd9Z31g3WBdn41A3W8csGzdXGMNb32cr7zBHlHKQjkhMQIfwapyttLQQvMzacK10jABc8GfcVzg6jGEIZCCTYIaYpmiccIz0kRirzMLM5nDuZOhI18Sy8JVobEhc+D04N5wu7DNMFvP7v+LL0xvHy8uL2yP67BcgHxwV/ART9MftZ+Tr8Bfys+aH2mO5+6JPgbtyz2DfY5Nec2una/9ir1IDQ/8/PzXvSxtUA28XaStz13DDdHt3w3p3cBN4k27nfYtzE3W3a2df11XPa5OV6A2oewC9RLyEfrCl8JYo5SzZNNT47ei9TJxodhxzrHIQNPg+mC9MV2BhiGGoX+An0DcIVwRoaJKkhtSGgGRIX0BShFFQU9w6ZDkQKiwoUCLkIZAl+BjEG7gYPCikO7BBzFnwXWRleFe8R4g25Df8N5wsMCcsBkvz39bfwfOm94iHc09dK06DPXssEx6rCbb5MvSm9DL9cwLjB5cLTwjvE78Uzx7bLVs6jzm7ODM2Pz2bRydvY6g4PvSA3MnovpilRMaQxT0ByOY9AsUNYOuwuvSeuLUwljCFaItckBCiRJk4pOCaUIDMh0R02IJchPCAdHnoTcg1CBJEDsf77+OX1V/O+9Dvw1fIt8ezwHvKk9QL9kAEFB4IJ2QzLDy0RqxCkDh0OHQ6/D+kPJQ33B+ACs/0l+8X28PNb7xvq3Ob+4gvgsdsq1hrR/ctYyw7KScrhyJnEXsSXwNrEQb3qwNi5NLtxuKi+28hz4V8C0Q+MGpwPHhlkHscqATD+Ll81mzIrKTojMygoKh4gKR73I/8pYypdKngr5ykKKJwtNjB5NJ4xSSvbJ5AkNyK2HBIXng51B/sDOwKu//P7Zvtl+Uz1v/YP+EP9LAH/BL8ILQr1CqcG5AMGAsL++v3N/Mf8Qfmq9S3zFuyP5t/ght4E3Cba99my1rLWnNMe1MHQ9tBhzFPNLc7mzVDOyc1t0y3OddCsyBXMgcS9zazWd/S/D64YIyUsFvMirR1lJ5EopyJFLw8mTyRsG8kgRSGGE00Xrxp4JIokwiNiKJwmyScTKUIpaixTJ/In0R2vIdIamRcbEUgECQEZ+5D9rf0Z+2f/UP+H/oH86f8KBdAGlAuIEIATyRKNFf4SNRCdCoIJ8glyBqkDMgE4/zz5rvGC60XlaeDa27zZ29bU1AXQoM9VzFDHy8UnwDa/lry1wF3C7rwyvnG4eLzHtPnBf8yr8Av+8xRgFD0Wyx10GqMohB2IJ68oMiTNI94aRyeeHKseMh+xJZYrxStPMm42IjiPN7E1EjVVNBMwSCmQJGckXB9dHGQQpwa8AHT69fjP8lfzYfhD9g/49fFo+hj54fsh/xsDhAi+BKEGYgMvAmf/mf7F/c38Sf2S/Jr59vN58UjtiOsx5nTl6eMT5AziDuHk3i/ZWtjS1bjW5dLl0uvS2s2LzjzIy8pjwpPLDtFw8OX8PAvqDFwKAhTfDl4XnQrJC+4PuBLTEygMCRGFCooInQpZEH8YKBoeIAwnbS3/MKcyaTFGMcIsKSzKKU0uEChPJMUdIxeTFYcOaBEJCGkHfwowC8QN/wY4CNwGkgW0CN8HfwqvBXcEgwTmAo3+M/pb9tz0KvIz8zLxU+sf5rbgwuD73HPaDdax1LTTRtJc1fDQPdHpzAbNocpUyFDMq8bgxmHDscayyNXPQeLIADkMKBqBFcYYBh4GHkcl/RciHEkdchvoHUEXYiE4FooWDhZiGGIhhx64Iq0kaCirLv0s+y1RKEQfTRlbFjEbNBV6E30LmAV9BEAATQJF+j749vwD/6AEdAPRCCwIgAV/CFUIoAvCB7EJSAvvCCkJ+wM4Afb8bP3i/ZL8Ffih9Hbwnu4Y6+Dp8+RC5IfgKeCs3bbZGdjy1I3SqtBTzWHM+MZswWnC3LxXwgvEet6z9jX+wQwPAdEPLQquEWkOHwQUDxsKOQyNB/sK5BMiDOQTNhK2HEgiaSPsJ+EpIzOsNxw4oTmuNAYu2iX/IjojOx4uHBYTCQ85DPsKqgeBAB3+kAGLA6EGvQmtDQkP8Ax3C8MJCAaWASABnQOIAp8AGft49u/xuvFc8fHuLeo76e7ohOie51DjBeDg2/7bedrA3PfZJ9yZ2dbYX9SG16LTbdNZzdfMhc4Tz8jZsOemBHELOxeaEn8YqhyVG5Ia0gpfCaUJmQfwBfUBdgkqBMQGighTEN0WTxb7GAIdciTxLIQrsSxeJSIh6RiNF5kXGhbTEz0NZQvyCRkLWAc0BSYBGgjPC+kRVhGME1sWUhW+FIwTNhL5DUsMNw3hC9wGnAEI/bv6Evll+Tv3R/L/7XPqG+o95pPizNyo2gTXzNUh1YHS/NBOz+3PlswgzADNrco6yUHElcqLxU/T0Ni3+QkKwRNYHEMWWySnHYEjnxfNDMsP7AnuDc8E5gm0CrcJJxFcEYgZcxjPGTIdYiHlKtosEi7/KR0lYh8AFwYX4RIOD+QK5AVDBucE8gJVATb7c//aAkILowqUC6IP7xEuFe0SUxImD5sNYQ/ZDrcJpAWuAX//h/6f/nj9+/gX9f7ywfOr8NLqKuRR3greM9yK2tDYBNUf1vHS19Pezh7NMswtxwvLJMaQzMzHFtAM2wj2HgtZElobFhqiJoki0iHUF/MLvw/UCeAJvQIcBbkIXgffDtwNYBQ9FNkVKhmWHe8mbCm0JkMkMh/tGz8TiBDEC1MJeQh6BTQFbgO8AGf/Hf76Aa4IoQ1wEHkPiRTmF+0ZFRg7FzgYLBbjFoATjAzoBooBTwEr/cv9ifsK+iD2aPNK8QTsweW24ETc+9zU2WfaP9cT1qLTINNlzz7MTsgNyH3IZsh5zErMc8wwzXDU6OYNBAYQ9R9xIJArXy6hK9Yp8hcsFkYOXg6/CLMGZA6kDO0SiBLTE28V9hMDGEIZqx6wI9EkUiVcIc4e3BQFDtsEqgCcAa39B/sF9SD2R/mJ+wAAagDvA0sFLwnTDqgPyxZBF6ocLx71Hy8efhaTEK8KewcfBL0C6wCNADgBPgHu/WH42/Lc7Z/p8+R84h/fYN9r3b3bttm61abPMM06yTrJAchky0zLeczgy3LKbsdLybrTvetbCOUVgSVwJfYxcS6ZLPcjWRIeEGwGggnGA+MIKQ5XDBYTiBKRGDUXpRfsF1UWpBztIjkoViifJcwhMBmaEm0ImgIB+9H2xPS/9mb7Vv8eAioCIQOCAhoGywjuDeESHBoNIEEl1ybrI1gcpxRvDqMKQgSIAhcARgCW/2H9Dfue9cjw2+vC56PjZt/b3b3b8tvd2nXZetcA1KbPMM9QzJrNL8vszRDOAc92zVXKeMoHyGTUQ+bxBwYXayfaLEc1hTuWNPkwZhteFWANwwmICd8F3w72DEgUERXzFGkVNRAQE00QzhUIHYwhVSRKH4od4xYGEPwFz/lf+QrzZPct8aH2XPr0/d0B3wAbA1YDkAjoDf4SShjXHcIjeSa6JvkiWx3RFiQSZQsUBoICFQHUAPf+fv3e+kf30vGh7SjnfeQv4nPhHeDb3fvcn9mM13bUb9Ii0D/OM87Uy/XM+swszMfJ/MJqxCvD58+G3gMBQw8xIjQqQTVlPjk2xTLmHs4Xew6XCiUGrARuDEkNrxNJFqIWNBUhEZoSmhLxFfwaviKWJCsptCaqI9wbORFlApX7AflW+KX3k/dm/V8CigbEBpgF7wN+Bj4Izwu0EesVwRobH9cfIx55GLcQJghkAMb6t/dR9Z71APfI96L4zPjH9Sryie266mrpJuiD5ErjPuGN4NneVtwP2oPWLdUN1ifV8dJq0pHOms11yQHIjsb4xtTUGOQPCnMWFCt/LTs1jTrYL+4rMhbiDXwCxf2S/Bb8jAVlBMAKfg+jEeQTvA5jE4MSxhgbH8Eohi+yMBsvqCYQIQAX7wio/+T64fu++2P8sACJBNcIJAsQDNMM+Q29EG4TphlSHi0fsiAtH0wc0xVjDPsDyvtP9sDxyu0X7v3uCfG68anzu/MD8Q7vHuvv6pPn/uSN4Dne5Nw+3LTaGNu/2nrXdNfm1BrTaM7gzfrKu8l3yKfKxczu0ZDhF/WYExIg1S4hLYczgTPoK0MkzhBECkz+C/xH+Qb5h/7O/voGsw3eE2oXZBcRHA4dCiEYJ+Mt9jHwL4cs/SUYINcWLQrX/xL5HvnM+OT6IP1wAu8Ivw8KE44SLhOsEh0XshnCHLsaPBl2F3MWBBMpDugGzv5t+O30vfJE8ezwqPHt9K74Tvsx+xv4BPNy7f/mmeK+3bTaK9i118fXN9jt1q/VT9Eu0PrMN8otx1DFFsdQxw/MOc4o0M/W7uET+9ANaBhdIxEjgDHWK4EsthwWE2IKhwBE/yf6TQLvA8AKfhbXHZEmFyXXJvUmwSiXKGwrnC0WL3wubClYJbofdRWuCPr9Svhw9571wvfy+R4CfwgeEPoP9RHtEogSDhSSEwQTXBGCED0U3hNzEW4MRgeqAGn8Ffj48uDwdvD28xT2gvms+2z7f/gi9ebwgulK42rb39f71XHWl9Vi1QTVc9N10jTQnMyGycXD2sTNwh7G6MNBxOHBFczZ2Tbyfwq7E6QjnCYKOKI08DFyJHMY+xHZBXQDUfw4AekISwyeHDoj0S3xKiMsmSwJLREskCskLvIuNjAsLRwo/CNrGZgM5QD7+Af0be+/76Lx4v01AuYJ3A2aElkZQRfqGoIXFRjTFf0V+hZOFKsX/w0kCy8CZv3B9Rfu6uzM6jruR/AD+Ar6UfzE+7P2+/Gr6VPiiNum1kbSOtDEz5jQZtHu0YrR/s0uydfFKMLUvQi8nLxXu1m/scSbyl7S/t1f8mcPOhyxLCYyZT6EQtg9UDaxJ1MgMxEyCHUAaANUDUAO9RgjJZou9DLqLwsxiC7FKwQorygiKiYr1SeCIAkfiBmpDEz+GPKA7D3o9OjD66byuPt3BNgRLRj8IQgkwyCJItoeKiBZGZAW6RFYDjkMIgXLAf33MfTT7hDsOeyF6m7sXvAI9qL47PlY94DzHe6J5uTez9Zg0YjNgctqy3PMasvfyYPIqMXuw2zBvb8zwI/BZcYlyorRutNa2EzZRucc8xURfx+hK58ziDyFSx5DUkEeLtQleBbZDGQHwwIUDZ4OrRYuI18uGzRfLicvoi09K1wmwiUyJqIm4iRfIOIbgxnCDhsD9fgi9V7wiOtr69jzJfvSAw4NOhUnIcwhWyQPH8Af4RmPFCwPcAlPCJ/+VPvt9ObwCO2e5fjkIeO041vhEOXa6aTuG/Fn8Q307/HY7I7kt9sw1gvSwM6ZyyzM3cxWzhzQ09Be0prP8M77zqTQ49OV2Fzce+CW4R7k8+RY8Pz6bRi8I1ow3zjOQU5OKUPPPtYpVyHbErkIPgEu/JYItgciE0Ig7iuYMRcsaC/XLZ8stCZMJYwjCCTzIggdpxtvHPATPwob/9D7H/Q370vsBPOm+QYCTQkoE2cdRyAnH7IbVxowEu0LPwMu/Ob3sfBI69zmF+fv42Xd79rI2ZTbrtqe4N7l0uqr8PDzKfdb9tXyeer+4s3enNp31nLRQ9FG0tjVrdid3CXfwuDO4MLgcOJQ4z/l0uPb5N7jH+Zf5PLpKvJMBx0e/ifbNQU4hEc1Q/Y/3zFMJQQaVAsNBBH8lwNkCe4NeBv0JKwwqC0hLS8sWyt0KIclACUMJUQmVyOCHt0fSxrsEBUD5vla9IPtLepV6Envpfch/yIFVgpRE5gVrBInEfMLTQkj/hD6HvKi71PpxuOe4MDcGd2f2X7YJNt+31nkL+ln8f330f0p/qj/4P7c+2D0VO3z5ojidN5z2s7Z69np3AXgnOGI5GzmEecW5cflieav5VflUOO642Hh0N9l5EXszv5oGO0iSzFTNS5GtET9Qdc0+CeKHdkMIwet/R8GVA2WD1MZkiP/MDYwzy4SLvUtWyt/JiwkYyO8IyogJBlQGBEVcQuK/e/xie1A59Ljr95k4pboPPKB9Wb9UQWJCyIMKAweC7YH4/8y+Nfv0uwG6TnlWOAa4e/jyeQL5zjowu778Vj3lfuqAPMEMQZSBx8GfgZEAXf75PNs7RjpkeNO30rc291G4DXiTuRg5oroSeiT57jktuC53w7fP94B3TDdi9xq4t7sL/6zFpog1S6yMBA/SUCqP+A1dyloIZgTDg+JBCYI5AqYDDcUUh4aK4Iu0i+GL6suyytEJncgKxsVGLUTsw1KCvcHBQD99+jvV+wZ5gbiJN2J3aXiuuqo8QL2of3GAzALNAypDP8GugEr+4z1iPKn7V/rJujF6JHquO2o8fXx0/Uw+Xn/BgJpBUQISgoIDf8Nbw4JCscFn/7I90Tx5+uh5nziSeG/4VDjWOeN6W7s2Owo7ojpreai4RzeYdr52DfYD9Vo1QDbs+bs8hoPeRhoKIcsNj5BQ1VCZTy8LBsmUxfDEJkAZv3gAkQBGwqmEgUjGCc5KNUnESUdJbkdGBfuD/QPMg8kCWcI5gkvCQwCbvoL9WDtVegO3xzeFN+m5Jnp/e4s+MsBJAkODegNFw74CdYG2gA7/mf4E/Si8cLuXe4F7sjwrPK399L6OgDnBHwJMQ36D54T4hRPFpgTRBF9C68FYf3W9Kfv0uo652vkxuNO5FflyOfR6CHq9+fz5NPg1d1b2hTYwNUS1FLSqtCh0VLZOONy9LYHsxZlJysyjz5PQAlCOjiBLO4dfg8NBOD38fec+N/8GgY5ER0cFiFDJIAhbR+KHfgZaRVuER4QPg++Dd0PBhArDdYGtP9K+AHyQu1D5gbiWOD+4vfnR/DX9mH/8AU0DlMSPxOZEJoLlQZSAAX8Jvb886DybvON97v66/6fAl4HPAuWDw0SbhPiFMsWzhe/FjEUNRCpCioEHf7O9/fwV+wF53fk6eOS5YzlCOa15bPmYOZL5Sbhjtsq1o/Rw82Qyn3Iy8Ngwd7ALc4D2mD08QcxGy4qADrlSDJJF0guOHYsphkoDHf7qu7/7X3tQvKm+8YKAxYCHTQjhyXJJz4m/CH9HHEZshlbFngUdRWeFaMRKgsfBu79+vaG7Afk+d3p3F/dquBv5/zzW/19BJgMDhQbGN0WFhP/DTALTAd0AwP/tv7A/9f/ef8vAsQEqgWKBkkIjgv9Dt4RIhMXFVsWqhWaEj4P5wuKBrT/OPjA8Ynt4+rN5+rlEOXj46jhEeBp3rnaytaE0fLNrcr2ySrG9cVBxMDHDcjryavLVtXo3yTyQAdnFj4m3zHnPkxB9EAHN1gsmBy7DIr9KfDx7gDw+/FI+30LFxxxJ04wnDTNOCI4QDO2KsQiBRyPFAINzArMCoEH/gJvAEn9a/n78ZboduI331/doN2N4GLqBfVG/v0HgxRYHKIfcB7wGsYYchR4DU4E9/7T/HX8OfqD++b+cAJvB2kMmRDKFHAXghcDGGsZsRdAFV4QtQw7CQoFef95+B7y/Ox153PhAd0R2d3TftHtzzrQx9AU0WPQ28/tz1zOc8zlydvIQshlxkfGcMY7zb/YX+Tv+LILsx1vKu45TUP0R8RFKTqrLmUg8RX6Buv8jPwp/kECPwoGFwohSCm0LbcuVi9GLJkl+RtAFUQRyQsrBqwEXQUTBGoCtP/Q+x75r/Na7UznS+X+4gnjWeQN66z0eP1sBjUQOBg0HL8dTBxIGWYUyg2MBXn/tvz8/EL7of2aAt0IKw2OEoMUZxZYF/EVmhLRDw4NcAmMBTUCjQDW/fb6fPci8ybvU+tg5u7hS96/2uHWH9ax1KXUgtS600bStdBIzwDNcMsOyvDJ7chvyXjKU83q1fnf4u+gBOMWXCYwNZ9D/kqsTH1F1DrXLV8gTRAs/5P3Y/VU9FD47wPGESYd9SZ4K/IurDDjLXAlTBxVFr8PWwgKBQgGTAfuBmYG2wSUBMkCC/yd82Dt7uiX4//ffuFV6N3vMviQATYLYBSsGccaTRk1F18SBwsHBGf/Dv1s+zb73/xPAYoGRAqbDQAQQhJZEqkRiBC8DrMNxAvMCqUJFQqQCCIFJAKr/k77Z/ai8c/rWOcP48TdQNk/1VjSZc/AzBHL08mmyD/H3cVfxlzHYMjAx9LHBcnN0OjYbejE+5UNfh0gKwA670IcRqw+sTV6KGEdNA6//ZL1E/SD9Jf4RQPOEHIddyeFLYQysTV8NSEv5iW9HuwXQA7iBjYEugFn/yP+tvxG/Ff8dvkN9LDuruqz5qXin+Ja5jLqk/BN+WoCeA30FqEbAB7SH3YeXxmaEsAKiQSZ/uH7Hvkt+u79MwM6By4OLhUoGsIe7CCIIHMf7h05GnsV9RFyDRQI5gLU/tv5ofRP75boBuL13AjYatI5zjjMOskwyLvHkcfmxuDGEsa6xcbFvMSbw+TAVsD6w0zLBNcD6tj6BAykHKsuQTyRRAlEmD/SNjssHR7TDOP/FvqS9aH0VPutBukRMh2uJrEuXzXGNkwzvyvFJGEdIhNWCloGTgRTAhICLQNOBDEGlwN5/yf6F/VU7bvlmeCV303iuOZp7q74WgRBEB4Z0h/HI9wkdyD2GmUSnQqRA7/9nfp3+wUArwXwDAgUkhzKIgwnaCgMJ98jMh/nGT0UxQ9CC48GBAMpAL/9l/qM9XLvTelQ42jcP9WazTDIVcM5wMy+7ryhvBe9+rz3u8K9mb0CvE66Krg+t1u898TnzyTk1Pe+C0Acji5rPshIqEkBRRg8XTGcJKMRYgML/lr7P/oRAO8KzhdnJDIt4DN7Onw8kDlgMEsoRyBVFu0L+gYHBCoCDALRAT8DYwVCBFj+7Pf38Azp0+Dr2QTXn9nk3mPn3fEdANMO8BrHI4EqtC3LK6gmsx3zFGQORAg/A3YCjAWpCtoQLxdSHk8k4SfkKNcm9yMkIIAaYxMLDvQIrwOL/1r7t/fH86ru0+fj4cvaqNPxy5/EAb8Lu7e4sbYMtpO21LaftnC29bcHuMC3D7eztUS3nL4fyEHUcOmT/gcSDCXVN/ZGilB5UndMREJvOFcqNRekB2cBdfyR+vf+Zwg5E3EghirlMfA4Gz3WOYwxVCkEIRQWZQtrBJH/pPwF/Bb8/PwdACkAgfz39wL0p+115yDhad43397jeeol9AAA0A16Gr8kjSyqMXgyCi+OJ/ceRxcmDywIzAMKAxwFsQlYDq8TLRpQH2Ih8CEnIXkfJRvrFQYQlwq+BNr+Svhx8vntJuh+4V/bj9ae0L/KUsTpvjq7ybgbt9G1ErYbt+O3cbjYuXu7LLw3vCa8YbzGwHfIm9FG4PDzpwbYGHcpEToZRx1Pck6QSblAcTcKKMUWTgtLBR0Aav6aAsAKWxa1IeQoGTCpNjc5yTUSLhgnhx7KFFkLRQXlABX/s/0g/V7+tgCc/y78/fdF80zulugt46LhB+QO6LDuXvevA6UQbxyKJAYspjDfMTAujie3IDMaLhOvDHMIaQeZCYYMfg+DFGUZthxSHmoeQx09G9EWcBBKCk4EWP6l9yfxrOvc5unhNt1A2bHUFtBJyl7ER791u3O3XbTyscmxkrIfszK18rYZuri6Xr3xvYbAD8WWzJTUuOT995QJaBp4K509hUsNUwdTI08pSFc/AS4OHRMSDQuaArr/WQJKCggUJh2YI4EstDT5N7wzJC4TKRwhVRb2DA4GJgEA/k77P/pv/Bv/s/0T+0H5MfZW8Tzrg+bY4+3kJugf7db0DwFMDrIZ/CPGLbAzJzaoNJcvfSm4Ip0azBFlC9kH+gYUBnsHDQuQD68TohbgF50Y8hf5FJwP/gkfBB3+APdS8Jfq8OUm4TncgNeF04PPVcoVxSHALLw8uPG0UbLDsbKxmLKvso20J7cfur+8wcALxDPHt83Y1XLf6+4vAFUPmR7yLtM/rEzeVChWWVMTToBGwDZnJkIbnRHxB58CIQMvB84O6xVAHH4kPi3ZMQcwFyy1KPAhyBebDb4Ev/3R+EL0bfEz8w72L/dw93H57PkG+Wn12/LI8DvwdvAB8gL2xf1GB+YQORq5JLotODTYNio37zQZMKMoOB8yFh0OGAkTBCABWwGgBOsHcQt1DnAQ9RHeEVgOZwgVA+X8zfUu7pPnseIo3k/autVv0onPc8xOyPrDBMDfu3O3m7M+sAyvYa7Frquvd7PSt3C9AsOSyWLOX9T73Dnlsu1I+zkK7BfsJf0zm0CJTMFU7VWmU9lP+knjO3AsEiBMFZcKkQM4/2f/HAWgC1kQyBdXIVkn7CfpJqEk3R9kF+4NZQSK/Sr5vvR/8abyivas+Vf8G/8PARICPgH3/hr9iftW+r35SPv1/wUH5Q6lFzkhsCqEMvk3szkUOTA1Ry6KJHQaOxA6B3P/oPnX9tz2KvmY/J8AIgX0CK8KkQoSCd8FVQF9++rzhuzk5affKdm602LOW8oexlfCRL7Wuly3KLQwsfKvwLBNsZiyfrXYuem+mcQoyerOU9RJ2CrdaOPA6uL0GwOCEDgfUC0GPN1Jj1XbWgdcxllyVZNKtjqtKzgfnRHZBTH9GPmR+s7+ZwFMB7QRQhumIBcjMiTrIwEgWRn+EM8JowOb/ez3IPYJ+HH5ifvU/vICSQZVCN8H9AZsBvkEegNNAq8DeAbvCssPiBfXHyQn8SzWMKEy7jJcL1wooh9PFk4NtAMZ+4n0wvBP76XwEPPR9tD7agDDAs8EIgWLA1b/cfkS8t3q4OJn2v/Rm8oVxQrAmLs8uOK1krQLtO2zjbQht8G5mLs+vnfBhcWGyfXMu9Cl1GTZLdwd4A7mTO7c9loEKhIwIBUt/ToXSM9TKlotW3BY0lSmTOo9ay6GId8VQQlt/x75Vvg8+xf+nAEJCg4UkhyCINMjtyVBJUUhjxviFA4PtwnAA/3+of3L/UH+f//RAUIESQaHB2cIWQkJCvgJUwlZCcwKRQwRDjsQhhMAF0UaQByKHU0ekB0lG90W+xGvDF4HZwE6/AP4/PVv9fz1L/ce+az73P39/hX/AP4T++j2PvEb6vLiatuo0wnM9cUBwTu9rLonucm4YrnEupa8JL/bwVjEO8ayyLbLnc540ZrUFtfX2oPd898Q5TbriPK4+6sJbRbRJI8wJT5NSghVIVknWT1XUVSuS1w9TjAXJd0Ypw2xAjT8dPqm+777WP5JBgMPcxajGpcfxCLCIxkiPR2lF6wSGQ3HBdQAyP4m/fb8F/73AKMDaQd2CQQMyg0aD4cO0wwwCzkKrggvBxEHvAdNCawLpw2/DyQShhOvE18SDxHODqALRgcbA+b+KPyx+SP30/WM9T32LPbF9n72x/Wn9LrxHe5T6Wvku96h2LbSt82MybTFGsN3wYPB58Hrwh3EWcagyJXKxcz1zlrRf9Mf1jfYtNqm3X7f6eFE40znw+ti8dH2qAFLDFYYRiN8LrY6/kXHTW1QeVINU7ZPIkYAOhMwsSXwGkkPkgWWAfEAAwH7/zoFrwwCFH8Y4hvpH4MidSNCIEAcuhg0FdEPvQmzBj8FfQS0A2sE8AWuCLQKoAsoDM0M+QuUCUkGbgNGADf9LfrX+K74M/o6/M7+jgLKBkILsw1kEOMRoxMzE4UR6w6ADEEJkgVEAVv9aPon+BH1B/Is74/t0uqH57rjOuCd3InYL9Q00PrMeMo8yAzGG8UDxUrFOMW0xZTGa8gOyiPLoswNz2bRZ9MP1bvXedrt3QjfseKn5p3sNvLS+scFzBGCHgUqMDfyQ8hPCFctW/ReI1+CWjtRK0fmPP8wLCQmFkUMdAXrADT82Prr/ncELQqHDggUTRnRHVwfOx7xHAIbZBedEcEMuQiqBWoCrv9k/mT+UP8AAIcAOAESArQBCwC8/qT8dPp/+Ez3DPcJ+Ar6hvy2AFQG8wvJEOIUnRjoGxodWBwWGikXuxP3Dm0IRwIC/cj3U/Kj7PHnJOQU4Yndqtm+1mTU7tENz6LMAMv2ySLJr8drxgzG+8VKxcjEO8QDxTvGwMccyRfL7M0r0avU6tcn3Pnf3uPK5nHrre9J9mP89gUnER0eniprN/tEw1GbXPZi62byaH9nGGELVo5KSD4oMTciPxOuCFIAo/rK9HrzZ/Zs+58AEAU2C1YRohYeGXcZgxmFGI0VQRDECy8HfwN//yj8M/qC+fL5/vlu+pv73/y//fr9k/6B/rz+mf79/tf/SgFiA1EFoghpDHYQoxM9FtgYoxqDG0Ua/RfoFCER7QtdBaX+n/cD8Q/qaOOD3RHZUNUL0h/PWc1KzF7LW8p1yRzJUcnbyELI0scryHfIoMjtyOvJcMtqzRnPbNFN1OTXGNt03h7i/OX46SvtzPFV9uv8iwOZDkIZ7CUFMYU9nEmJVYFd+GGKZSFnY2QrXAxRu0bfOsYtQR4SEOoF6P3c9tfvDu8n8Ub11/gI/fIC7wgjDk0QixHVEu0SdhBdDCkJkgUqAjv+zPqR+AP4Yfhz+Bb6Y/y2/sIAiAITBE4EoASyBHEEaQW7BX4GNAfPCfAM0Q/GEZIT8RXUF1wYyxYZFPsRLg65CDUC//s99nbwFer14zffZNsO2B7UPdEZz6DNyMs9yk7I3sfwxzDIMMh1ye7Kf8xWzhbQ9NHL0+/VpNf32XbbEN4R4M7i8OWN6WLsZPBA9er6ewBtCJQSWBxNJzwwiju+RYpQF1ZTWkxd6F5oW9hSKUpUQNc0sSeRGCIMLwLY+t3xgOzH7A7v5/L89U77MgE0BxkLkgytDcIO3A0tCu4GvgRBAun/rf11/Ib8I/55/+UACgMuBQUHewfrB20IewcLBzEGNwYxBkYHTAdJCIUKzQy2DlsPnxAHEvMSmhL4EH4Pfg31CpUGkAE3/WH4LfP87F3nDOKs3cTYQdR60ODN8ctyyiLJ/8guySDKkMopy6vL9czgzQ3P4c9J0dTSLdXN15za+d1h4f7krehF7GHvYvHw85n3rPsJ/7wHSQ9xGZsiIS3hN89DskyuUiNY21rYWx1Wu03+RSA7aC9XISsUQQk4ASr5ZPBn78vvw/Ln9GH4v/0tA5MH7Am+C74NTA7NDFkJbQizBl8EAAIpAFv/xv+wAMIApQL/BL8GhAjUCVkLRQw/DAQMGQs8CwcLVgrvCLQIJAkSCRIJ1wgSCfIJnQr+CUEJDAltCDcG2gI4/7L7Kff78dXr3uVD4aPc8Ndh00vQq82By6rJd8jqxxPI+8cwyKzI5cm8y0fNic8F0grVtddZ29ne+OIl5i3qJe338Gvy8/Rv9cb4K/uZALwHQA79Fyog+iuaNU9A6kY9ThZUbFUTVchPt0pWRMU5dC9CItUZ7g/UB3D+PvjO9wL27vYR9+H5v/3UAHoDxAT9B8MJMwrvCJMHMgi/Bm8FaAMAAmcBPgFPAVUB1QJUBG8FjQeoCFAK7woTC3QK8gmlCQ8IoQbtBLgEHwT+AuACpQLMA4kEKAXtBPwFIwebBi4F/gLxAEb+LfpX9d3vZesf5nvgGNvt1nnTuM+0zE/KNMn/yEDJtckvy47NKNAa0x/WQNn+2/DeW+EN5EjmnOgy6snrp+1V743w+/Gd8zH2Zfl7AIcHhA/DF+cgsyt2NfU9+kJkSvlOrVCjTUxIGUUHPuk0JSlYHrkWjQ72BU77t/cx9u30ffQC9B33hvqb/VD/qAEEBf8G3AY0BZIFxwXPBPsDKgKFAe8BlAKfAlwDhgVmBgkIGAluCiQLEwveCo4JJAksCAgGowO9AnwCTwFMAA//Sv8vAA8B5QDIAIgCwAPMAwoDiAJ/AS8AK/1r+UD1qPG77LjmOOHY3NDYlNTN0BvO18wGzZTNSs5j0ETT29YP2oPd6+BW4wLmyOfs6Q3rgOzH7IntvO7u76Xw0vHq8wn4tv6MBdMMGRRDHe8m3i9iNp88rkKYRiVHRESbQLo9KjdfLvwjuBuhFEMNTgSG/Nv5Z/gG99n1Z/ZH+dz7W/1M/sIASgP7A0oDXwI5A0UDZQJ5Af0AbQEqAoIC/gKmBIQG8QdkCXQKlAtjDMkLJAtECi8JqgeABZ0DlAIkAsgAuv/x/sj+nP95/0T/wP+wAH8B1wHvAZwBZwGu/yb9jPrU9yX0be9z6uTlI+Ln3cLZxtVn0x3SDtHB0GzRPtMn1XrXSdpr3TLh7+PK5sjpj+3U8IzzPfaC+aT8BQCIAjoF5QepCrUMyA6OEO8REBONFasXXRpvHHMfByIMJaAnASnNKs0qkio5KDUl/CEgHeAXlxHPC2wGbQE3/X/4bPbc9Bn0MfQF9cv2nPgr+4T9uv8qAuQDpAX6BqIIfAn+CYsK2ArkCioLWQtZC9gKwAohCpQJAAnZB/QGYwUfBIgC8QAh/0P9Zvu9+ZH4F/fx9QX1xPRA9Zj1N/b09p/3Svj7+AH5EvkD+GH29vOR8bzud+sO6DzkZ+HH3g3dcNvj2jXbedw/3pPgneP/5kTqvu1Q8Uz1tPgL/Bv/AAJFBeUHnQoODZwPXxKnFLkW+BfnGdgaYBubG0IbJRtXGk0ZWBcUFqcU5xLaEMgOZg1jDDALyQmWCLYHNAdPBhwFPASjA9UCqAHfALr/Z/+8/h3+xf3o/av+Jv8dADIBmgINBDoFYAZvBzgIWwgJCGQHhAY0BUUDOAG2/lf8mvnF9t7zVvFV78fsHutk6T3oOucr5hzla+Tj49jjuOQ35n7o/uvI8JD2RvwvAoQI3w4IFJMX4RlOG3IbHhnWFOMP0gq+BGT+h/e38rnvg+0c7Gjs6+7n8i/3QvtMAGkFsQnqDCYPFRFTEnEShRFBEBQPxA1FDIUKNQmKCP0HEQc3BmkFlARiA9EB4/81/kb8aPpc+B33ePYm9jH2v/ZW+Gj6sPzU/lsB+wM3BsgHxQhkCZ8JGAkDCHgGEAWvAyoCgQAJ/3D+TP4d/hf+vP4AAEQBHgLPAosDHwT7A2IDfAKKAS8AF/4u/D/6i/jL9kz1bPQH9Cv0TvTt9Lb14vYJ+DD5Vvpa+zr8Mf36/Zn+Ff+W/93/NQCBAA8BrgH1AUECOwIvAssBTwGu/zv+RvxL+hX4gfV0867xL/As77zuze5+77HwTfJm9Az3sflM/An/SgFcA7gEhgXHBaQFRQV3BJcDZQJtAZ8Axv+u/9H/hwC6AeYCawTfBZkH0QgbCrQKSAsTC50KzwkACXkI1AfCB9QHZwhZCYsKEAyzDU8PkxDMEaYSBBPzElMSbhE7EJMO3gwNCwwJQAd0BfUDZQI4AS8ALP/0/bb8lfst+sD4I/eS9U70RfNH8m3x7PDg8Cfxl/E28j/zN/Sw9fr2ovho+hb8v/3U/hEAewDUAGQA9f8V/xH+zfy++5H6a/n1+Gf4nPi0+FP54fmj+rj7KPyw/NP83/wC/dP8pPxv/F38jPwa/dz9A/+qAKUClARgBlUIUArtC80MJQ09DQgNdAw8C6sJTwgdB8cFygQHBKkDzAMTBF8E+QTNBXgG1ga5BqEGMQZpBX0EaAOOAroBLAGqAJkA5QA4AfUBlAJoAxkEsgS+BH0EEwQtA+8BTABS/kb8OfpQ+Cb2QvTD8ovxjfAj8OLvKfDO8LTx1fIx9Mf1F/eL+Lf5l/qV+yL8gfy7/Pb8Av0O/UP9T/1+/Yr9Yf2Q/db90f1h/Sv9zfyM/P/7ifsH++r6B/sN+1T71vt7/BT9v/12/gP/UP+i/8b/4/8XABEAHQBYAG8AsAAyAQACsQJuAwcE7QTwBXgG0AY0B4cHqgeZBzQH+gbcBsQGoQZsBkkGeAZ4BloGVAYlBt8FbwUcBbgEcQQkBPsDowN0A0oDaANFAzkDIQMPAw8DCgPmAogCZQIeAroBWwEyAZMA4/8y/4f+7v0O/Sj8Jfti+o75nPgh+If3Kfcj90z3mfdE+Db5Ifr2+hb8Sf0v/hv/xv+BAP0AkAHXARICLwI7AmoClAKfAnYCagJBAi8C3QHFAUoB9wDxAJMAnwBAAC8A7//v/wsA1//X//X/+/8pAGQAsAD3AFsB6QFfAskCXAPSAxkENgRaBFQEEwT7A7oDowN0A2gDbgM5Ay0DMwNQA2IDXANWAxUD7AKfAkECywEyAaUAKQB5/+b+gf4p/h3+Kf4X/oH+jf68/uv+8f4J//f+4P52/i/+rf0a/ZL8UfwF/KH7YPs2+yX76vqv+ob6bvon+uz5mvm9+dX55vli+rX6ift7/EP9O/5h/2oAOAEkArECIQOFA4UDVgPsAsMCdgISApYBcwFtAT4BPgE4AUQBVQFzAWEBLAEPAc4AUgCW/zL/zv47/tb9Zv1V/Sb9CP3Z/Aj9Pf2h/SP+q/5K/0wACQGuATsC/gJWA8wDDQQTBEIEJATvA8wDhQMbA7ECKgLLAUoByAAvAJz/D//a/l7+Kf7W/b/90f3u/RH+O/5B/pP+vP7a/gn/D/8s//3+A//C/pn+cP5B/jv++v36/Qb+Kf5G/nD+1P4P/yb/Ff8m/0r/Pv9z/zj/RP9n/5H/uv/G/zoAsADxAE8BnAEGAkcCTQJZAh4CJALFAWEBzgBqAO//Yf/O/kz+F/65/YT9hP1y/YT9m/2n/fr9O/6H/s7+If95/+n/BQBAAEYARgB1AGQAagCHAF4AqgDIAOUAMgGcAQYCLwJwAuACLQNWA38DiwPGA+8DBwT7A+oD3gPAA3oD7AKlAhgCqAHUAPX/Z//x/nb+9P2b/X79kP3i/e79Nf6l/uv+UP+R/8b/+/8vAFIARgBAADUALwAdAAAA1/+i/23/Mv/m/uD+yP6r/p/+Xv5Y/kb+TP4j/hH+O/4p/l7+k/7O/hv/kf8AAJkAIAFhAekBLwJwAogCOwLpAZABGgGqAEYAf/8P/6X+ZP4d/vr9I/4G/oH+Xv7I/uv+Mv9n/2H/Sv+W/1D/Vv8+/xv//f7r/hX/OP9h/6j/RgCfACABigEvAnwCzwL4Am4DowO0A2IDlwNiAxsD5gKlAmoCLwLpAa4BfwFtAQ8B1AAvAN3/W/8s/yH/av5Y/h3+mf7c/Rf+lv0R/u79xf0A/gv+h/6x/gP/RP9t//v/IwAvACkAhwClAGQALwARAN3/xv+L/yb/Sv8+/0r/A/84/wn/G//3/rz+cP5e/hH+9P3u/cX9xf3W/RH+C/5G/rH+2v4y/4X/rv+0/5z/nP+W/1v/RP8+/1b/hf+u/9H/xv/X/wAAKQAdADUAUgCHAI0AtgDCAPEAOAEmAaIB6QE1AlMCmgLyAhsDYgN0A24DtAOjA6MDkQNWA1wDIQPPApQCQQLvAa4BVQEPAc4AjQARAMb/W//m/pP+L/70/aH9bP0U/c38hvyY/GP8Y/xj/IH8pPzl/D39Zv2E/cX9Kf47/mr+jf6N/pn+tv62/rb+vP7O/rz+zv4s/1D/bf+6/+P/RgBAAGQAewCqAPEA3wDxAPEA6wDfAKoApQCwALYA1AAVAU8BigG6ASQCXwJqAo4CnwKfAnYCXwIGAgACkAFbAfEAsABeAFIA+//X/wsA7//1/xcAFwAvAEAATABYAJMApQC8AN8AyADIAMgAjQB1AEAAEQAjAMD/qP+c/zL/If/O/qv+q/6B/kH+Hf7L/af9eP1D/Qj95fyw/JL8kvyB/KT8qvy2/Aj9Q/2z/Qv+TP7g/ib/hf/X/0wAagCwANoAMgFbAZABrgHdASoCKgI1AnACcAJlArcCqwLgAuYCyQKrAnACLwLdAX8BRAH9AJ8AIwDd/2H/6/6x/lL+I/4A/gv+AP5w/nD+4P6R/+n/KQCBAM4ALAFVAXkBigGQAWEBYQEgAQkBvABGAC8A6f+o/4v/bf8s/yH/Mv8+/3n/f/+0/9H/3f8AAAAAAADj/7r/nP9K/yH/8f7I/pn+e/5k/jv+AP7o/Zb9iv25/Yr9lv1s/Zb9uf3L/ej9Hf5e/pn+Cf9z/+P/RgClAAkBTwG/Ae8BKgKOApoCvQK3AvICwwK3ArECsQK9AsMCyQKrAnwCpQIvAtUCPwOxAogCzwLVAhICigE6AOP/Pv8v/vb8hvxp/ND7VPtO+4/75/su/OH73Pv8/IT92fwm/b/97v12/vf+LP/7/yYBMgFKAXYCFQPyAhsDGwMhAwoD1QIvAu8B6QG/AT4BTwF/Aa4BxQHpAe8BDAIeAqIBSgEyAeUALwDd/3P/Ff8J//3+mf6r/hX/Ff8b/5H/wP+0/8v/BQApACMALwAdAPX/uv/R/6j/tP+u/6j/i/95/6L/nP/A/x0AagBhAboBLwIKA38DnQPSA4sDtwLpAesA7/+T/pv9jPzK+1T7WvuD+3H7+fso/HX8hvxM/Av8Bfxs++T6tfq1+qn6AftI+4n7b/wr/af9+v2T/uD+6/79/kT/RP+c/xcAjQAaARgCyQKRAzwEKAW7BVQGvwb0BjQHUgc6BzoH4gZyBisGngUiBUgEaAOxAsUB2gApADj/n/7o/dz9of2K/db9v/3R/R3+Kf41/nv+TP5S/gD+Uv6H/tT+Yf+R/8v/9f9MACkACwCc/0T/9/62/i/+3P0A/hf+Rv6x/hX/i//7/3UAgQCBAG8ALwDj/2f/9/6r/pP+TP47/jv+ZP6T/oH+dv5M/kz+Rv4v/jv+Kf5k/oH+zv4s/3n/BQCNAM4AFQFEAWcBVQEDAcgAnwCHAEwAhwBvAJMA8QBKAagB9QE1Ao4CqQMfBJQEvgRRBccF3wVjBRAFpgTMA58CGgERAAP/iv0i/Gb7dPq3+RL5OPiZ98731PcP+Nr3OPiX+N34MPms+T/6r/rw+v/7sPwa/bn9n/7p/84ALAHvAeACLQMzA1wDJAR9BM8EOgWSBTcGrQZGB40H1AdnCEQI9weTBwUHNwb/BDwEOQOIApAB3wCfAJMAbwBeAGoAnwC8AIcAjQBkADoABQCL/wP/9/6B/in+kP1P/TH99vzx/Jj8afyk/Nn8CP14/ej9ZP4b/8v/ewD3AKIBKgJfAqUCvQJ8AlMCQQL1AVUBMgEgAd8AyADIAM4A9wD3AP0AvAB7AKUAvACHAF4ALwA6AAUAbf+x/jX+3P0x/SL8j/ts+1T75PpI++37Ufz2/E/9xf30/UH+y/0g/ZL8lftu+jb5Vvhq9632MfZn9in3Mvjv+MP5E/sa/RH+wv4LAG0BOwJFA+oDpgT2BU8GTwYxBoQGSQZ0BYkEwAMVA4IC7wGcAW0BQQLmAqMDEAVsBl4HVQhBCWoJWQn0CBoIHQf8BbgERQMMAv0Aov+Z/in+uf0m/RT9CP0g/Xj9Bv5S/rz+ef86AI0AOAGiAYoBigFtAT4BbwDG/xX/O/65/T393/zH/Br9Pf2h/R3+Cf+R/zUAmQAVAU8BZwEsAbYARgDA/zj/q/4d/mz9qvw0/Of7bPsN+9j63vre+n37C/y//Rv/+//RAScDmgRdBXQFuwUlBjQFMATyAk0CHgK2ANH/uv81AFIAKQAdAFgA3wBSAJH/bf8s/6v+xf0r/fH8CP1R/Of7cftC+wf7BPq9+V/5Qfl5+JH4i/j1+IL5EPon+sb6QvvE+9z73Pvc++H73Pum+4/7xPuS/Br9fv1e/rT//QAqAqUCkQPzBLkGAwjXCEQKzwtRDLsMpAxXDGsLGwogCKEGYwUZBJQCGAI1Ap8COQMkBEsFTwYpB14HFwf/BlQGzwRcA/oBDwG6/6v+Hf6z/U/90/xX/ED8V/xM/O377ftR/M38Jv36/f3+RgC/AbECYgPAAwcEVgOIAt0BzgB//zX+Yf32/Kr8afzZ/Gb9AP41/jv+dv52/rP98fxp/Av8j/uj+pH6VvqX+oz6o/pu+m76Lfpr+Rj5xvhW+Er4OPiL+K74w/n++SX70Pvl/Df9eP07/kb+8f6l/ib/RP91AE8B6QF2AgEE1QTkBaoFCAbqBR8GoATAA8kCBAOxAqIBqAFlAgQDHwRCBNsE2QXKBrMGQwbcBgsHewd1B+UHcwhkCUcJfAkeCdEIkwfBBdgDNQJGAOD+fv2K/aH9Xv44/6oADAJQA9gDqQNFA2UCyAD9/sH8u/oq+ez3Qfcv92T37PfA+AH59fjR+PH31/Yo9bXzoPIt8UPviu9w8CfxAfKM85L1kfhR+k77F/4jAIgC+wOqBaIIiQtsDe4PtxBQEbQRVhHODgoM0QiSBTMD5QAb/8L+6f87ArIE4gYnCgINmQ4yD7AOlQ1jDHAJGgalAikA7v3h+xD6U/n1+Hn4XPiI+eH5LfqM+rv6jPyQ/T7/ZwGvA9kFbweWCE0JxQi/BhkEWwHi/S36WPcX9djzH/Qu9VL3OfoO/br/igE/A50D/gI+AQ//afyg+R33QPVI9CX0QvQN9P/0Pfbc9iD2LvVO9Pjy4PD37qftr+yp7Knsb+7C8B/0lvYn+K/6qvzc/ev+UgD4AmwGpQkRDuMRTxb+GVQbYBvHGrcXiBLTDLwHwwIh/yv90f0FAFwDjQdXDHkRjRXFFngWyBWjE2EP5glLBWcBL/42+3H5Qfm3+bX6Tvv/+zf9kP0I/Vv9F/4X/sL+1//FAZ0D/wTfBa0G0AYUBgEEIAED/0P9l/qc+A/4Yfix+dj6KPzc/Qn/9f/R/0r/y/3t+3z5Nfdv9Zfza/Ji8TLxSvEy8U3wp+/37qftHutV6Gbm5+SR49Ti7OIZ5mTpbO1O9Kj/xAtpFbIbNyLcKaItTCpCIhMb/RXWDfEA1/Zg9EH3l/gM+a39TQmzFBwafRv9Ht8j6CTSHxwaIxdDFLAOYQjEBO8DTwE0/Cz4Kfdb9iTy1u2d7KTuiu947zbyMPk7AhgJ2wufENMVAxjEFBcOwgdNApf6EvI26+vnA+ir6W7sgvLy+esAKQfPC0MPzhD6Dw4N7AmkBZkAd/vo9uTz7/Ft72DtV+wz7LjrB+vy6fTov+hh6PfnyuYx5mDmMeZ05WXkLuXt5Jjlo+UR5+DpvfCL//AMOBbZHCcmIDSqOg80USglImIfFhOh/UDus+8C9oP0t/DG+GYN0R3AH/EcxCJGLAgr9B0KE4sRVQ+GBVH85/vIAJz/a/lM93v8n/5Y98fuge748kTxPOtX7Kf2agLLCMMJhREFHKYgiRu+EqcNLQqlAMT0HOxe6a7qEOxv7lf1/f7KBoAMcxGYFSwWHBMXDt4KjwbaAC36Dvas9Jv0X/LR73LvdvD671rtvelb6CboBeeA5UrjM+N95F3lNuR54yHj+OIp4izhg9933frabdqF3CXm+PK9AvQPTx04LaI7yUOZQ708sTWHLJgc/QcD+FbxKfDf7u3tF/frByEYrh8cIycoEC/DLlwmXRyQFlkSgwu6A+8B7wNxBHUAGv0C/cH8F/eb7RToxOYE5WfhBuLd6kH3eQHXCDwS1x2TJbwlqB9RGjEU2Ape/obzBe6465HqOewS8lz6cwF7B0UMMxEzE3MR1g2pClgHCgPu/UX6lPmU+ZH4vPWA8zzydvBd7LDnIeON4Cje590h3AHddN734KPjteUX54Hn6uUE5ePhbN8c3pnbytg/1anVRdej4yf4jAzNGqUl5zfjS/5TB0xxPno4rjQ8IloEovHM85f4r/MI7fv4oxGyIichZx0DJmkx+y0UHXESdBMBEnsHn/5VAaoHZQTh+wz5v/3E+6LvruPa4g7mzuKD3WjjSPSxAt0IKRByHU8rcy1EJtQebhqvE80FZPcp8HLvmO7C7urzN/3iBhAMbQ+bFLEXYRYvEHkK4gaLA43+4fns92r3ofYL9dXyrvEm73/qCOZH4j/eD9yH2ZrWPdhG2evZZNtQ3MPbhdzI2XrXmtRj0IHLZsjUxF/GNsjpzK7age55CPQdaC8aQKNSR1+DXMFN+kDkNhwoDg009WXrlPKh9uf0QfnoDeAlazAbL1YvRTZDOYAvoyHvGHMW0hEtCi8HlghECr4E0f9B/vP7+PI65+vgHeBd3k3br94Q7OX8Pgh8EEwcrCklMPorVyNyGzkTzgdZ+arul+qu6gLt3fH4+X8D+wqxEG8VZBcIFqMRdAyfBzAERP/h+8T7V/ym+/75efiz9r3ymOx65YzeZNlo1V3Qf8xBzTDPadCF0//WF9nj2pnb6dpJ2FrYJdgh1dzRoM/wzr3Nkc6J1g3d3O3iBlAYeiiyN8tJCFctWUFR6kZcPcYvGh1PBvb6iv3L/d/8TQLeEXEgWikXLFYtqjGVMNApZx/4F28VTw+rCZ8HOQoJCscFtAO2AAL9+fQH66Pjnt773Ijb3t6C6fX4QwaIEFAfaSo6MbEuBymGIf0XtQzx/kD14PCa8vn0c/hAAMMJ2BHTFcMXpRfQFBsRhQoEBRcAcv2s+1z6/vnD+Zf4cvY88snrneM128nUBM4tx0PD88EowoXFNsg7yzzPitE+00DS28/jzK3Ki8Xuw0zEW8W/yirPPNbI4JnwF/73Djgm7DX5RzhQCFX/VYhRiUeyNwsqVxqTEMQEk/5KA18J2BMJH6wpWDNaOYU74zTGL1YoTSCQFggN6Qj5BP4CIAEVAfcAVf1u+g30NO6W6DPjFN+O3Yrhk+c18H799gzjGIEjpyuLLyEtRyexHloUhQptAXr6IPbX+Jb9BAMeCdEPoha0GCoZkBbYEXINDwhiA7/9yvsB+wr6ovjc9oT24fKB7rznNOBD2FrRC8svxBzAzr2ovszAtsISxlfJ7sq2yxXMBcuSyaTJm8h9yFLLFc7x0kPYRd6g5HLtsfffAAMYkCQDNKk9s0dHUexRm07xQSo+TDPhJ9sZNA5NEJEREBOzFqUeYCnxLGAwPSsoKmIoVCJ9GyITpRCGDDUJVAbEBA0E/f5I+3j2EvLQ7VXojuSX48rmwOr98OT6pAeHFbEeMCf1LTYwAS6mJ90fEhelEL8IRwJ5/0AAaAM3BvIJog8KE04UqRMeEqENJAkBBAD+UfrF9kXz3+4/7DXpqeXQ3+XZW9PazRjGlL/Quu61vrMQsvWw57FttQa2Krhsul69Zb8HwUDCq8SuxeDGLc4+3GTwEBNaIqA1VkTxVl9a6FBjRqs1YDA9G4kLqgDvA/4S2xkcI1A0j0cSUZlK8EY7PCE2QCqvGvgQ9QotCu4G9wfBDNEPXg6EBuMB0voA8J7lLt5u3IndguJo6kH3UgcrFBcctSH4Jzwn+x8yFiwPzAq5BgQDgQDVBKQMDhQYFzwZshvTHDkaDhZ9Eo0OuwxoCrQIOgf/BokEewBm+0D1je5I5lHeFtfl0DvNKcuqyRPIbsfMxzvGnMU5wJm9xreztVmx9bBQsJewtrS9tr+8279Pw77PRNxi8Y8EaBEyJrAxB0U4QmVFiT5mOeAzDSKnGw4UbRZLGtAb2iWmLv06/jzaPPI85DawM50oyiKnHegb3RggFk0Xoxh9Gf8U8AxvBV38rPS77FTmiOKl4hnmXexM9QD+ygZADvMUhRgJGGkV0hH6D68MsQmbBgsHhQpXDMgOLxCeEzgWQRdtFtYUORNWEVUPSAs7CR0HlwMs//75sPX98Kftwuez323aTdR+0X/MdMe/w3rAGL/Gvi67JbqltvS1lbPjsLixW65csHavy7yLx//mGvZWCi0aPClYOu80VjZCKcQpTR7LD5AIfwPZDPURGBfuJFQwcDwvOk872zepNtQzfiu4KZEonShWJgIkLyUxIi4csw9DBtH9S/P+60Lk7OKs5BLrPPJx+6cGjw2FETEUmBXPEsQNFAiGBRUDxQEgAWEB/wS5BkkI/wakB08I/QceCRsKzg59EjIWjhl4G0YckRgCFGsLtAPk+sjwOOik3qjaj9aa1NDRvc1Gy9DIAcjuw5a+4rwCuoG7x7mwu827wL5Bv4PINdL27Mj3/wT1EbwceS2DIrMkIxf/G3ESzQW8ACz/+gijCs0MuBmqI9wrdydCKT8onSjxJQkfdCGwI8glrCKAIdEkESOWHQcSNgsQBQv81Peo8S3zyfIm9vv4bwA6B2QJlAu1DHwQXQzaCfMEBQeKBhMEzAPjAaAEIQP4AlsBwgC9Aj4BnQPkA9kHUwlfC0AOLg7ZDiQLZwgwBMv/bP2u+ED1DPJ17pTrLOgQ5Tffaddq0nvLBcnNwu3B28GRwNHDAsMkxtTEh9Iq1tb0RfqhDaIWXSOyMMwmjSxtHYEjcxajCr8GGgGqBwIGeAbjD+oTHxvSEdkV1BB0E6wSJxGKFnEZnB2JGxQdZB4zGoATvAdFAyv7QPUt8bTxmPUS+Vj+9QEACTQM5AwBC7ILUAq5BpoCsADLAVMCOAFVAY0A7AK6AUUDhQGQAQACLwC3AkoDsgQ/BRAFHQdaBhQGDwFw/kX6W/YS8lfuoOuY5wTlW+GB4Ibe6t5k27rc1tj+3bDZhdxa2GDYedNq1IDenueKAf3+1BfyFwYspyvGJv4ndh5JJAUVUxBNECMOiRTuD1IV/BplGd4abhFGFTENQA5fCYIJTA65DQ4PxAvoDWsLdQfd/wb5pfea8lPy5vD48rz1xvis+6f9kf9K/1j+kf+2AJoCCgNfBA4G4wj4CXMIuwV/AeD++ftR+sP5EPoW/Jn+UgBqAgYCAwER/pX7UPhD9unxsfD071XvD/F47/fuEutc6t7lBuKG3jfYs9gw1kzZDtgU2jvbKt243QTeU+mT8DENgwvLJKUlMzbxOhAx3zjQKQYz5SOoH6cdrRvHIS4cGx8QIf0cKxtcEW4RgglkCd8HUwmZDj4PuQ+pDOQMvQmfAln5l/HQ7XDp3eoN65/wyfJQ+AH7e/7aACj8BfxE+D39bvrf/C78WP5EAdcBpQKfAOv+Jv2m+536dPrv+KD5Lfqk/IT9svtr+Yz1wfO98G/uoOuY51TmbuUB5GfhS97y22TZ5Nfv1ebUn9T51pDaXNwm4WDftONZ3RLrdOy6/0wOnxB1KqUlaT9cNm84yjlpMdE7+itCMF4sAy1lNewuBThXMUgwlyjwIQkfXhdkF60U4xbsFzEURBH1CpkHW/9Q+JzvD+pY57TjOOhe6YvxAfLZ9dn1rvif9/bzfPDm8F/yTPWK9hb6Av2lAMsB9wCo/4z61/jc9J71E/QT9Af0W/Yy+Jf4JvYz83zwH+2m6yjnvuZ95FPkWeJT4tnebtw92EjW+tHK0eDNus6Dz//PW9OK0eXSAdY/3kfpWADDAvgZgxnxLLsx0DJmOUkytjrMNro0pjcsNA872TgPPb4+LDthO9AyHDHrKvAo3SaBJZEmaiV0Icge4xi4FBkLHAUR/Bj53/WC8hDzLO+R8Xvuyu3i7bjr5Oxk6enqKutO7UbuSe+T8FzzofTE9A30M/NC8snyPPJf8sbxdvAS8NztTu0V6lLnFuUK5QTlS+U25KnlkuXr51TmJOQX4NjcGdgN1ofSNdLX0/bQdNXZ0JrU19ou3v3wcPdqAKUQrwwxIrUatyV+JConkS3lKiEtACwGLkcu7y3sLlAt8SzoK6ErZCwqLhoyxTJINwc3qTaqMXYubCkIJDsejRdQESYPTgtoChcHzwTXAXL9Cvqx9wL0wfPS8xf1zfVv9WH2FPYd90D10PTC8EPvUewV6i/pYOaj437hpN5r3VvaAthU1krVgtRZ1PLUP9Xk1b7WUdcf2PTYWtgQ14/WDdYT1oXVxtWU1pTWD9rv2qjjw+mR+pcD2QxqF6gWjyKdIR4nKid8J8gsNSwrMPMw9DJ4MjszkzNuLyouvSetJCQgTR55H/cegCEWIagf9B35G8kZjRUIFOUOFA9UDbkNsw2GDJgM1QudCusHVwUAAk0C2gDpAa4B3QFwAm0BigGwAOv+e/59++f7hfjj+DT1+/Fn74XqsOdt4e/cu9fF013Qpc3gyz3KEcvFypbMw83wzp3OMM+70JXRqNMh1e/VNNeq2ence+Bu5X3ry/YN+4QG9gVqCdMORxBWGP0Xfh26H9MjNin1LXQvCzGHM+4yADW8M10xPDDgLPUtkiqJKe8mOiOlHoEccRl+FrsTog/iDcEMTgtECt8H0AbkBT8F+QQ2BLcC1wFPAXkB/QAVAT7/6/5w/ib/A/8+//3+Qf6N/pb9of2P+/j5gfeS9WLz8vA67o7rbegK5eXgqdwR2anVVdP00W/QS9CjzpHOG85FziHOoswGzSbME88I0ZfVn9kD4eXnYe+c9rH3wv4JAZAI6A1CEg4WtBjXHdYi4yZxKSIqWCwVLaYwiTAuMaww6zEXM7MymTMFMc8u4itaKfUmdiXQImsgUB+eHB8bqBbtEsgOcQttCPQGZQSdA7cCqAGIAtQA7//r/Fr7Kvk193v1wfN58VjwnO8u7vzsnep+6KHmaOWX44ji2eAR4L7ftd7t3ezbJtq52EXXUdfb1kjWDdbG1VHX09fo2PnYPdhJ2HvZpdtX3iHjiugo7gzwVfYK+uUAvAeHDgoT4xYNG/0e/yL0JOwn0ihXKkQtHi5RLz8vvjDfMfQyZDNUMKAuBizQKXwnxST/IncgIR9SHjIdBRy9Ga0WoxO0EesODQtVCIYFLQOiAS8AD/83/dz7YPuR+pT5rvhY94r2Z/ZG9RzzcPBA7hbsXuly5tjjiuEr3wTeIdxb2urXE9YA1N/SrdGq0PnPKs8TzzbP0s7MzirPvs+M0H7Ry9OP1kfbmeCb5ojpP+yx8KT1Av1pBbkNXxL7GIIeoSRmKfcsgzBAMUQ0WjeAOHg5cjkXOj47Ejx5O+032zVPMpUwMC7ZKhwoFCSyIoIggh75G2oXnhPXD14OWQt1B2sEPgFn/2H9g/vd+Df2p/TS86/zFvPp8drwQfDm8NHvUu5d7K7qw+mE6I3nDua45JHj/uJN4uXgqd713Hbb49rO2WbYGdaU1LTTk9J+0YDQWs8zzv7Nqc6az8rR5tTj2iPguuPK5vjpku6w9cX9kQPFCLAOmBPtGZMeoSRFKDcrDTAYNSs50Tv7PQJALEJcRPRC30EiP+A8hTuVOTQ4tDQ6MXMtYyrhJxok7B7dGCMVwBHfDqYL1AfVBFsB6/6Y/L35Pfbs8unxyPB+7xnt6eq96VXok+fT5e/jGOK24Enfzd6y3Wjcy9os2gPa2dkF2R/Y6teh2FLZe9nE2NnX29Z91t7VetWx1GrUXNXP1hnYT9oN3WripOcw607tku4e8in3e/7SA+sH6gxEER0XxBsnIWckRCY6KgEujDF7MwY1zDawOJY7JDzROwA67TcHN7E1BjXwMScv1iuPKXookSZGI00eSBu0GCwWYxMGEC4MIAieBWIDnwD6/WD7HPok+W34APcH9IXxcu8F7qnskerF6EjmHuQP49fhVN9i3NTZqteF1UrTPdGRzjvNU83Jzf7N1c2Uzb3NUM53z2/QNNAa0VLSWdSv1R/YBttS4PnmP+zg8H301/hB/mMFNguNDqYSQxbSGkof3yMzKAUq3S3ZMUc1PDflONw5Ujp2PEU9JDw1OjA3GDWBMxQyFi+nK/InHSWyIvggoh0kGdMVLhOlECMOHgvfB30EBAMmAX//Q/1x+y36MPm6+LH3h/XB81nywPHO8Env1u2m69rpouhj5wrlO+Jv4EXertxH2zTZfdZ81JzTttKV0S7QzM4nzpHOSM/bzy7QpNDW0bTTRNXb1lHXNNlf2wPhZubP67/vcvTD+SkA9wc9DZER8RWAGosfhyNRKEkrri2AMfU0azd1OJA5kDkPO+A88jzvOz05zDZBNcgzgDH1LZIqHieKJNYisiCYHDYZhBaSE1MQmw01CTQFmgJvAPr9SPv1+B33pPUL9WD0QvJ28CDvge5O7QTsD+rl583l3uMh40/h6t4B3WrbCdr02JLXbtU11BjUqNOW0wPTGtNt0/rTLdVI1obXWtgU2kTcXd7538vhkeOA5ffnQusR7kLyL/fK+9f/xgMdBxkL0Q83FIgX/BodHucg8SNBJy4qxSvLLX0w0zFkM+80rjTvNAY1HjXFNKsz6zH7LyQuIyz/KQwnmCNcIfcevBymGWoXWhQhEQkPYwz0CJ4FLwK2/gv8aPo++Jj13vN88rHwfu8i7ufrzuk46AjmqOOW4d7el9yW2hfZHNcV1WfTatKn0SvRp9GP0QvS99IY1H/VmtYC2KrZw9s53hrhHuRa5hvqVO3y8JfzfvZT+TT8c/8eAqwEhAZJCJEKdAxeDmoQfRJjE2kVIxf7GKkabxz6HeAeNiCjIX0iIiN1I1UkNyShJB0lZyRXIy4j3CKbIuQheiG3IHkfmR4aHX0bUxkYF28VKBOpEZAPuQ2JC1MJaQciBdoCjQBe/lf8z/nx93v17PJ88BfulOur6UDnXeXm4uXgpN4Z3WrbpNlU2D/XoNZf1qzW+dZv1wjY/9hE2uzbbt5v4A/jmOWz6G7siu9f8rz1DPk0/OD+qgB0A78GmQl3CxkN9w4zESoSlBLoFCwWthWzFAsV9xX/FAUVKBWbFOoTXRMWE2USARJ8EHMP0w5mDSIM3gqjCj8KyQmOCVYKdApcCiEKLQpcCi0KcAkACdcIoghVCBQIjQdkB2AG2QVdBWMFuASFAyEDDwP1AZ8AVv8v/p78DfuO+dr3DvZs9Kby9/D97ivtw+v46ZDopOcd54/mg+Z95pvmzecY6XzpDeto7AXu0e/A8d7zkvUb+Cv7eP0h/5ABKgSSBbYHqQrVC10Msw1hDwkRARI2EqASqROhFGAU9hPwE+oTehPzEo4ScRLpESMQSQ8dDnQMRAoGCfcHYAY/BTYE5gL6AUYAq/6Q/bD8oftF+jz5nPgs+Lf36PaQ9gL2pPVd9af0MfSv81Hz4fKI8qDyR/I28hLyZfJ88nfyd/KI8unxz/IS8rLyOfNR83rzPPTW9Hv1/PUG9/H3hfhB+Rb6NvvQ+/b8Hf55/7AAggJrBFQGZwghCsQLGQ06DiAPog8pEHAQRBF5EcARGRJfEpoSEBNFEygTBBNxEioSrhHyEPQPZw+2DvQNAg0WDCoLvQmWCHsHSQYWBe8DIQNfAroBMgGfAAsAOP+2/kH+bP2w/PP7Wvst+oj5UPjF9nX1H/Qc8yTyMvE78GHvqu7/7TftjOyg66brAeuR6nnqXOpo6rrq7+rJ64zseO2e7pDvk/C08fjyMfSM9dH2OPhx+d76V/z6/df/7wETBB8GPggPCv4L3A1VD70QzBH4Eq8TVBSnFBcVLhVGFUAVFxWJFAIUVxNxEp0RUxCcD5MO6A1JDbUM+QsHCycKGAkgCKEGFgXvA/gC1wHrACMAqP/x/qv+Rv7R/Zv99vyq/GP8Fvzz+4P7PPsH+9j6hvoz+r35Evl5+Lf3ufbl9dD00vME8wzySvHC8EfwDPCi77Pvs++Q73jvfu+z7xfwcPDs8Mzxw/Lq88r03/UA9z74WflW+pX7qvzL/eb+0f8mAVkClwMEBYQG5QdTCX8KiQu1DOINyA6oDykQ7BBEEZ0R2BHeEfsRqRF5ETMRtxA1EG0P2Q4LDk4NPwx9C50KpQm0CNQH/wbfBTQFEwQzA18CLAFGAET/Xv5m/WP8cftu+o753fgD+Fj37van9ib2qvVj9eL0m/RC9A305PP88x/0WvSP9IP01vQo9VH1h/Wq9UP2ofZH99r3Yfgk+bH5evo8+/n7tvxs/Qv+yP7A/2oAAwG/AWUC4AJ6AwEEXwS4BMoE4QTbBPMEygT5BOEEdAUcBa8FNAUUBpIF0Aa1BToH6gVbCKQF0gqwDl7+ywgECiAIjAUfBm0IxAYHBIAFjQekBaYETAccBeACcQRcA5QClgEkAt8AZADr/t3/4v2T/pv7UwLbBMX2Cf/B/GT38fXn9IT2B/JE8UTxsvIA8Kvw+vas8qjxv/0198738/sKA0vz/vleAGH/k/5q9y8AkAiJ7REH2v5h/W4KIvVnFpP37ALjEVX2EQcNEh33RgepDNz9Wg00/On/hBY78OUOmgS9+coNx/y0/6kKQPV0DCD98QCM/M8ExwUL7p4Oc/8H8swRY+6rCfICHPPEC5n33AZh+LoBvAB3+58JNvI+AQMIIfiO+WMFXv5j9VAKtfNm+/oIjekJEUHpnAF2AnPxewDr9YkLI+DbGZngEAxD/eXurggD/4LyYwVSDl7ZvCyC4vgXzfWNADIff+oACa8hsOCcK8XvshIHEuL0PyGc/0T/uyEO7w0bxwXy8vgu4OL0HRP7xQ9AABsDewdlBOkB0/y5DSv98+3LFmz7/+3JGV3srPsZDSnwcwF/AWbtHw0u/FrfhR+y6/Tv0goQ80oBSORXIYjNxR268a/ljhl24gcL4+hKAf8Gn9naEDb5iOub/UIEouh6A2vy3fi9+YgCA+rK+4cOQNkyHYzl3f+oCAf0HPrHE/fnjAxpB2z0EBNj9fwMwg7o/e0SjgvX9jwgPPtvDuYCNxTODuYCZgaRGB/7mQflHMnykw7RFuzyIhop9/QP0wWF+EcXgedrIBzsDAn0CCfzbwUiBbDuyQKkDgresxaz9kXzrPvmCX7hCwc5A3/qewB47cARSd9I+x8GtOP2DE3i+gbb8kf3b/za6eAC2e7tC2zYexyt7yPigieZy0YOsgQu7k/vuxPQ7fH8nwKT6U4bV97tEvv4OfMEGrnfgRwD40Uh/+ZlEnoFIfGzJOPoFBaUC5P3ZxYzEQLveSZa+24DyRlv/F4H9A/d/44LFf+PBmkV5Oz0JIT2swbpDyz4NhmA81cTdgI5A0H+CQ8X8JsN6wfB/LH5Vgqd+mb70gqG81X2HQ4D8bj0wP9j9d4DYe/89TQFyOmRCgTlyPcsFnzUWP40DnrQIB3+69btHAUw8l8CDAJi8bvsUShn6DzdWilr68b6eQjm8N0WGOmuCF7+7AKl/tkH5Qdk8PwMy/3JC4EAk/eKJPT2YAZFDPT9Bh4z8zkK/hD8BQD+1g2qBzX3mhLdCKb5ZwhfAo4LSQgB8vkUsvJtH2z0vu2hMvThOQwvAoUDFf81AJ8AVfaOCTLxcwihBsnkqhXA+DLxEwRqAkH3+Amn7QQD3gM4+E7t6QrU/rrqYwzs8j74YPvu75cDBfXS6nAQw+TI/rX68vAwBN3qOgCc/yMAFuw/ExX/LO+hDYb6xf0BC0z1RgB1Duv1+gFXBSn37AmfAHoFngWn/f4SEPO1E9H/hwDjETD5l/p0KGPgSAtfIDzrtQXZDlX9zgcVA475MxoX7rAApgtU+xD6Pgih/fP7AQTp8TkKnwCW7xUKaApJ6E4L1AdY9/z8DwEX/pv7sf63+TALvfIf9PAFdPq189n8Mf1S/jn6dPPsAkL0cQTT9dEBmf6S9b0Cov+z77wHQPyR/+b5pAfD+RMEG/9n/3b58QfvCCP39fgsD78BxviwAA8RN/06/GQJVAR1/GkFXwQ+ATgBWgbCACD9ngV6BXoDwfq5DwoDrv9ABzQFUANcA+oMNPyeBWEBVASPBgL9pf47EJj8iPkjB4QG//tnAfUDh/4hA4f+Z/9hAZYB5/vp/yv9GPmW/boD8vDX+GUEl/Oe/Lz1MPnaAEj0dfXR//n71+8LAEYAlva0+AYCTPwm/7/26QE1Ajj4eQHpAe793f+QAQ0Esf5YAA//HAwb/2sEfgarAsoEegONB1AD4AJfCQACcgb7A+0EUQXrAEwH8QcPA+EEoATvA4wFUgDNBQ8IsvtYAOwCYf9s/Yz80f9SAGX5cv3GA7/2JfuL/zH9kPZjBVz6Xfz1/yX7BgKWAdD7Ef76AWQAh/7F/YsD4P7x/P0Axv9//1L+HPwvACP+BfwX/mr+XPgr/cb/zPqX+B/7kvwx/b/2Mfv0/cT7Hvmp+lIAqvx6+nUA2fxh/woDx/zmAv0AEAVEARf+3Ab6AV7+ZAdIBFYDowN0BZb/lwOOAsoE4QSFARgCNwaaBMsB8gKgBP0HQADLAawElwOi/7cCMwNfBE8BNgTFAdQADAKZAOUAhwCi/yAB2v4L/in+0/xW/578mQAH+0b+ofuE/fP7rf32/BH+hP3B/GH/5/vK++79s/1p/GP8Kf62/oT9wfw1AFf8Kf4m/7v8y/2n/V7+7v2e/Hv8Hf6M/H79cfu8/kz87fsd/jX+xf2b+1b/W//x/Cb/lAIP/zIBGgEMAvICDwENBA0EDwP1A+cEEAVlAvYF6gUfBEIE4gZOBOQFOgW7BTwEegX7A5sGpwbBBZQEAwiVBvwFWAfiBv8GmAVpB08GIgWVBvYFowMQBYsDDwPmAl4AKQDlAAP/Qf5W/+j9FP1J/Wb7KPwr+xP7rPlT+ez3xvjH9df22POa8lf10vFx8r3y1/F58fHujPO47enxR/AA8LnvYe+e7iLupfCh7dTwCfEk8unxaPPz9PT2yfkj/lb/egNVCIsK/Q4KE8sW3RjNGkQfQiDcIpMlAiTiJIElRyUAJXohGSJKHw4dYBsJGFMXERVPD94MxAu8B0gEKgIJ/4T9E/sc+rr4vPfC97f3xfac9sL35vez9kr4/fdB+eP41/gX90T4O/ek9fbzSPTC8ILwy+9T6+frb+do5W7jquCp3gTcRtl61/nWVtVR13XSGNRn07/RXdDF06HY4NtZ4pXtbvPR/aYEPgjDEtQXvSBpI9Em5C+AMRA2KDggOcU7lTejNkwz7TD7Ldgo5SP1HwgdWBeuEX0L4gbCAJX7p/YZ9B7yPe/c7bjtCfFt74TvUPFC8g72+/j8+rz+5AOHBzMKmAwSEPgQbhHJEncS8BM9FAES5hDfDtYNJwqqBWUEHf46/ET4j/Ts8rburOti6o/m5+R/4+XgC+DH3l7g7t8O3xnf5eCv3hbeGd/53T/ebN9p3lrfrd/x4Eveuty24D7jzeei7+b3kP3tBIYFkxATFNYb+CA/ISEori2PMEE15jUgO6E5yjeDN1Y2AzRgMGwr5ye6JmwiyhsdFzMRIQrtBMX9AfnW9L3wXexH6Zfq1+hU5qTnqOgM6SHqcu3076f0R/mb/S8ANwb+CWULaQ5QEf4STxaVFLYVoxhjFWYUyRIyD9MMaglRBdEB0f08+yH4tfNe8CDv3erc5lHlOONh4ZXfHeCz32PgguLj4YPk+OTW5k/o1uYV6mXrwOpg7VTtsu2n7/jr1u0h6oXqDuj+5CPnt+mI6fzzu/NG/Af7G/9JCJUGYQ8GEAMRyhvkGr4ieSZIKbws9Ct/LQktZy0MLr4peyrYKA0pgSW1IWIfnRiTFacNcQtAB0ECnP8o/C36h/fq81nyiu+w7pXtZeuG7B3unu7X74XxrvHc9CL18/Qw+S36gfxw/hv/IQPPAu8DxARaBLgEHAV6BeEEYAZmBjwEQgQqBOwCiALCAHsAIf/j/17+lv2Z/vP7vvsS+U35k/de97z31vQY8or2h+5H8o7rP+xD5n/qXONu43vgbeGG3jzd5Nw23UHbiNs62d7cJd9M4L7m++oC9J71Nf4DAfQIzQy1E/sYdRxIIjwpbCllLowxcDXdNKszljRZNfwxfTAmLVsrBCgsJNIfHxvlFX8RUwkWBSYB8fyH9wrzq/AC7VDq6+d45sbjuOQT5BDl3OZQ6vjrFO+s8ib21fnE+87+iwMrBp8JYwzpD+cSExS8FUkWYRZYFVIVuxMmFm4R1RKED6EN/gtuClEFBwR0BXf7nAEv92v5kvzu9irrH/sd7gTzOuei8arnEvLD4lXoQO7j4yLlXumS5Z3jQOcC3yrruN1s32Xr3eFE3ErqJuiR3MzqC+cm6B/tI+dc8RLwVe/W9Av+N/baAicDDwjzC3wQdhCVG7IS/R5EH7MdtSEcI2kj0yPxIyIjxyOQHUcgRx5TF5kXTxaIELYO8AzkCngGXAMVA+b+jPwx/eb5Av0c+pH6sPwU/bL7agBvANoAfwNpBw8I/gnEC/8NKRAzESgTiBDLFjwSZhR9Ep4TWxaVDToVWw9ADlkLCQo1CYUDVAax+aUCPPuT92/8Ju+s+yXtQu0I9jnlAOmS8/PfhuwP4x3pOue13pzocd1K6vPWmeJq4p7eht5c3AjmE91u5STd6eFI5BXqFNi89ffnSOTl/FjnQvKs+eL0//sm9qQFTP4JAakKbQE+EUUMcQTDF58JxQ+tFCYPfg0jHuMIKRdDD3oTmhIGCeESqQwaD9EIJBKiCN8OVgqkDLoKZQuZCdMOYA0KBd0YXApkDrIS5hA9FhAMjReQFv4QGhbfFUgZ3hEYGRoWyxbWFOwQMh1KCuMYhA11FRwFNRCpCmQHBAWrAhwMAvacAUP9zvd1AF3nWgT97iPwiPJ77jDyvOem6/P0j9iT97zgU+T76g7ffui06kDS9vxP0//t3eHC57jmK+YS6wHkp/TO4D74S+yL8RvquQYg4YoB9/dK/9n1nwlh+OQKhf8xBqAEYhgg77IZzQy0A04LuQ8zCqwElRSr/kcJgQ52Atj64xbW7U4LFf+6AcbxLxAi7MsBDv20AXDpCQ+lAJLlQR5967cJqgVO+8kQ9gVCBJ8X0gNCGboKtxCIGQkR2BFmGzQOeBQJH7X6ZikAABATMQ2MDEEJuPu5HRXqpA5tAaz5u/rXCMrmngXb+S3so/opAK3mnfql96H0bepvBwDpjfDUANb0N+3kBXDpfga08Rz8kfjh+SkH3+etDdHvYwX99wr6kQNB/jH2xA3B88kCHgIhA0b11BCU8nMI3gwS64cVvfntC1T0WBXg9zsClBLP8ssP/PyjEZLuiBkDAY/0PRbQ++37gQ78+gL9dAWfCXDivCVS4LUMpQBM/lv2CgW3CVfl8Bq18yPwhyVN23UOwged838D1Qus6/UR2PPrDurleB1s7Vj3FBbk7Cf6rhE654oGiAm73isig9+iD/DsHRe54S4VLu7kDBDskx5WzkgwBeBIBNUC+AI46hMbKekVAZwIn/BgBqbyoxFY2S0h3+A9Bt/8r/pF83kRJNs5ISHc0Q/XAdHouBmA85b/zAoR/LP95Rxg5sgOpRfa6VwYzwJs/bAH1x9q1EwqqP+i6NMqcNvqExsDq/DuDXD3JfTgEKXpxARU+yj18gn16sMJy/ZY/uMBSf3h+YoIQwb57fQkdNwsKx/0HAUBGWTwpysp6SQgEfw5IVLwVBsoBasJRQONDi/+zAq/CLnojCNt6AIGWACH9x33xQ/Z2Q0i78xrJ/bXqRES658ATwiX45YdKdmeHHDivxYA6a8K2PP6D47yheooMfXFCR+27n0Efu+wB6v3fPm1+uH7t/fRARHnMggX/k3i4wim+zLvd/sK+rvzMQa25zb5ghelxEk50b78KJTr4vYAEATzCQib/ZABnwkp/q7/VhjI6QMmMOQ+LdjsshKnBgQMEgLfDq8Kpf4YIJPnpSzw8+MIJAkDEez5NQKMISjekS0y2isw2d7ODgkRAuaHHhLishnk85wBkAHM+lwDkf+9+f8NIeMoI9rbDRuQ7/EATwhi+lD/RAG0ASwI1+hWJjDPPjTE1ugWu+wZFBvqNQLJCSDhvR4G1FQiftHiG7znrfYP/4f17Pfr7lwKQtbnEt3xv+G2B/MEo8d5NPDOUfWQK2q9ShjqBWngkxU95ugkR7+YTQu7XiwZ9IvxgSMu50kN3QgX9+AXvPXIDvEAQhJx8r4UdQ7i5jEp+gHW34g8MOvl/CIhnfq77IxGzMBDJNga0+AHEg0guNbdNETxefi4KTjhQhu6A7vzYBQJCp7lMh+R+rvskyz1zvIZLQN96wkKpf4O77MUutwNG0jmtwJYBzHYkjGcvIA4o8AoMYzQqQwuDBLGu0ayuJcfcu8AAiP3S/rrADv+CeobH/XTLB3H9ajj6yrc0aQjStVHLuDNRjMQwFBE3cwPA04wmrihKyYPhcyYKvz63eEmLenjLPaBIwHklAJAB9IDgvLDAmgaq8vsPNHa1AlKH1zHM1JcuVM8m9/uHZ78lfuEDxkNEvBQEYAMvO7IHCvtGRSO+bIEjfeOGa7aoxoIBuXJyj6Vz4oGZQRY8F31/BMk1N0WIvW181UBzveFA9Twxgp58UcQquBCKc3Q7Cft5q0dCtCZQxXV1QIELzjFEjwY4sIHnRqk2UsxJ+MRDhICFQOpA4/0oha+5pgaZOJzH67a4x9Q8af21Bca6D4IHw0U3zAu9dXgEHQM5ummBKwZZ9NFGmYUY8JCPtrbAgbEC5Tk2iUo0CEtXuAA/iUiJsy3JY7rzBHB3nEn2ONwAg0ZidYzIWwGkMycSQXLxA3zEgnjTSBk6b77kSaixcYm9P2p3JUpVdoDERrvTA586bT/kRjow483BdkP/7MN4OmfCQz5dQDAA8bjADPKyGIf2gBY8O0E3xyK0x8pW/Yh+m4RYf1uCnLtFTYRwgFFS9cOHVv2DBfB5bAqA+PdGEb15Q7tBCjsRyDP8sz65xJN+b77pQKzFJzT4CyG7EjkmUN0q74+FNgLFUbnkxU53HIiWtYqGWrpK/ssFkjILS8N3aMD+fvlAF/k4Cy3vfE6RNq8/n0gEdIuKuHdiiSL3MEq8N6YHGEBVfZrEpIMHOWxLsXhwBE3Denjiit/2jAnP9cmLfrT0iGi6LkIb/XvA6743PQGF3XQBSqPyMU0L8R5H2vrNf7aCUzgECi+zyEmq+n5+wAXbuU4Dy8H8+biKzLa/Rc4AR8ElPkODRoIEvlkB3ELXPg1EH/4PRSs9GcIWBVi3Bkww9vSGvf10wxc45coReXr/pkQU+sLB9wGeOabBn4dOrRKRHnTy/+ECA30j+0wIBTRrxp47wb59A353UUot80ZKU/aAh0U6DQMWfn6BnP/QfkpDpL87QQg9vUfGuiJCwESF+4/E7z+ZQIh+Acnr86AKBb84/ETEmf/Gv3l/A4WX+QKE0T/OvWZB28Ho+ziFFXvoQYXAMf87v0L/JYPBeccEwzylwrF9g//FAgn8ZgMHPzf7isiV9ctGgACLeMWKn7YFBap+gj9AACbBn72nwL/Buv1nwDzC3HyFwAXDu7vjPoqGUveDBBj/HfyhRhox7Y6ENe98moldckQISLutfPVBCgFxN/uFin3DOmmJ2nJoy9e2acdft/5Ke/caQ5sFIPmaBrd/330GSmB4GYUPhG89zgP6/7MGFrmcS7t3ZwtwNxSJa/6mvKRL0vH0Tuu2jgW1vTlB93/YuwMJ57J8Sp17mjsIhyp7Mj3wwmY/NvrHhDu9sf1fwMQBRLrSwzM+Ir9JAT59NUCSAQH+4z6RQx+9lsBJQY19wACzAr289X5XyBf1Ckl3+6w/JMVRNq7NjzIWBySBW3oSBT06CgTB/Jn/4b8/gmu8bP94wHoBm3o7g0r/Uf3HQBtAU35e/UCFP3nzwL0D9rb4iIr5gMIfga+5nAsBcIpSuK8bCnnBNbYTznU2/cOmAxe914HDg+v+loGgQAHGRnfeyoF51IVLfpCBFEFVAYR9eEL0wWS81kQe+e2I4XV6iH04b4bnt6TFULt1Ac09Ub8B/spDofgkgzYCtnQoDCO3ZABSQYF/Lz3SgrD+QD3SBuQ2okil/iz6OovuN15D7AAlAk797AO1/aDFBf1OgB/EeH5JARw930byt9DJIfgshLBBTXiCyrz1kcXDfSBAD7/LAEo7OcS8vJW8d0WNOfD+TwZjNf7GP3plAlw95v7zAPA6tgo68IAMybhmQlMAMz4OAhxBLDn6ihc4+D+1jA2sXJcIrKcO87gpA6vBfLrHifi33kIuBRy5hkSfPfJAtYG7eYYLpG3iENf1HQMTPe0CCLsbhpY2cgXKvn48qUQI+nKFIH1Qu1WLz/AxzgY4j8DQw0H9AMR3+59GZz4QvKBLHfWPR0KBdb0Fw4wBKz7mQesCwTz0gNtFrnvbPQtKIzXVhjv+Hb+3P2UCeXu9wdRDDPVFyzM6jf0HBPX8Q304SCbyt42KsbWMu/aDgb1EULrmfcrItLcPwWiH/zCZUVrxjckGe2SBVb6wg5I7VIOTO5YHGPnugF8EOrz5fyoCBwF/uJyJCXmNAy/9j8Kze6HFZH6D+PMIRoGbsAtSxPdVObcOX7K5hBXI/Cyfk7B19z7URqY5aQVeOijGuPo4BBP9q8DZADcBvHgnj+ftso3kO8e6+ovTduuEVf8txci0FY9GeZX7poutOPIAMgevt8qC1EqSrAyUF7ZWwHwDKsCmO6IEFD4CgWz/bfyVh901b4pas1wPHvCRyet7+j9aQzl2Qwu4d1hAfME3P238loGRv6p810MQ+hhFnz50uPeIaLvyfnW/bcQBOyWAToO6+fSEVf80fj1/2sSm+abFLL75APJ8sMgHOXyCcAKofZgBgYCLPi5DyMAKOxVHZPwOA+N8LYAfRs+3BEVvvTSEc7iBBoR7rEJMvi6/7UMhepHF3PosxZW6p8Xl+ruFELtYxPa8B8NY/VkB7/2wBF47XcE4AI9Bkjr7whXE7HNKzJl1r4UfeubFM/dmBpW8bHw1hTY7OH7fQvk5WcW3O3kAycD0PQmFl/Wijl+ypQuVdOgN8DFpDFW6qD5RRpl68wKN/bDGdPg5Rzt60UTu+yBHAzpahBh+EMPmOfeGtzt7QvUALfyyB5I5joFbQ+k9VsILPg0FRj5pvsBEsny2Q6f/sH8dAqn9lUPMvExDUv6CgPp/6UARQOq7mEdaOWKBkgErPvDAuzyTw/a8EkGXfyO8lMXm9+BFcLwfftZC5T5A/EWE3bwyQIq+SIFLAGX8UYVweWSExf1xAQ09T8KQvt899wNgvKCCScDr/pqAlUBuAur6eUVUu45Ea7xef+BAGIDzfyj8xEV3ejDEjbyNAXI948N2PONAOoFZQKw/On/UwJ+/Q8BWP53+xAFpPzXAVL+vwbA+D8DXg4H62QQvwbC9yoCNRBL+kP9thUM8n0LvAAlBsb6wgfq+hQGHgIFAG4DZv2yBDj4qAiQ9pEDv/07/o8Eavdq/iwBeQHe8xEHf/g8+XMBL/5S93UAIf8VAz7xzgfC/j74bP2F/0n9sgT/9IMEqvyfCcH6dPMGF6vwEwTMCpDvBgnLCGD0tQUxBh7yGx+m5EUMYwVi+vgC0f/VC3L2tAqm+2QAxgpd9eQD1whD79IY/OWXEVz6hfjiDRz1SwWi+DwE5/tZAhzztg689awEpvsiBVf8dQCCAiv70AYD+OQFqvxWA7L7XwLR/S8AjgIW/GgDS/riBkz32QWZ/rv8BAoG98gApAXq+iQEp/a2B9H9IfphAdb96wA/+t4D6fgWBXj2+QSW/xP7GgFM/BgCj/tGADX+xv+l/sr7NgQE+nn/s/1lBGr+gvn+AsoEWwFq9/4JIwAtA2z9iQRvBZv7jQelAKoFLAGxAtUClALG/8EF0f28AIcHqgBHAqf96wdfAh3+sf5fBP8EAv0LALwACwfr/AsAHQAiBTX+Sf20A9n8agIR/pQCEf4XAEoDJv0P/zoAAwFb/4j5VgMRAF38eP1EAXv+mPxc+j39zPp+/Rf3pfcC/bT4PfbQ9HH7YfZx8hz1x/NG9cjwAfLq88rtYPTp6vHuLezb8lTtCO9N8Ibs2fVX7qz0V/U+/yv91/8jB0ISKhK7E0Md1x/HIwgkMyhMLK4tbCuZLHovZy3nKe0pxia7IaAgeB3dGIgXaBOhFL8IjQ6iCOEEVgP3AOv+A/+b+934T/0Y+cD4zPik9ff3uPS783L08vLe8/fuzPM375/wMu/y6+ftberB7Nzm/ee2513ncOIT5KXiI+A33xLbXd7E2DHfAthW3Bjb4Nt53Afd1Nuy3XfdPtyv3i7gQ+E83dPl7uiD7UH3y/0dB3kRohbkGn0iSCmxLDgtgSywM3gyCDKdL2Ay+y9YLMEoLyUCJIIg8Br+GYsYaBpDFLwVxBTQFLQRvw/uDbkPNAwoDBQNmQ7uDQkPbgwoDIAMdgnEBs8EygSuAT7/qvy//cb6ZPcC9hf1vvQq8kD1nPE79wX17Pmc9qb7Ifjc+yf49/eS/ATzEPoV8XT6TO5X9Xrsre1c6pXmw+JW43Hdcd2T2YTaWtZa1jXSitM/ziLQYNFKzjPO/s1M0uzNkNPwzijXOtce5FrmkfozClMXdyKFJpIxoDfgPMs76zrQOUBB0DflODE5JDzVNf4uUSq2KocjbR1aGwUVXRyEFs8Z4xZ0GpcRnRFkCU4N5AOzD5D9AQReB34G5Ap/A+cE8QCYBXz3ywFy9nv8gf7B/Jz/U/nm/p781/ho+sfzvvvR9jL4tfrA+Cz/x/yl/gUAi//q+gUAEfx+/ZX7fv2k/I752Prl9dz0w/L98KPsaOwO6JTkneMF4P7b3Njw15bTEdLGzsbOOMxNzXDLFMqeyTDIE8iQxe7DhsfYzjzW097S8dcBpBUNIMYmiTDMNjo/IzpnOxg8HD/vPfY4dD+aPk08DDUHMK4tryiGIdkcLRj0HcQbHxtpHKEbbhpuE78PBAzrB7IEnQNJ/QkBq/5k/vn7Rfon+Jryq/A26+TsJOvS7BDswu4H9KH0b/Xn9Iv46Paa+U35NvsAANcBxwVYB+QKrQ0xDTsQUQzjD1IOOA90DCkOBAzsCe8IaQWUAvT9Mfvi9GXynexT6czjU+KJ3Z/bZdYI0UrOCMpBxsXDGcFnvh/BOL6MwKPA+L9WwFa+isMEx4rRXtnY6iMA3BQaJNEtuDeXPZlDWj6YOJM6QznnN2MxhTYiOMg6hTZLL9IvNythJMsdJBmPG08dTR7EGx8isiBdGvIXRxC+C5wB8QB79Yf1+vYX9wzyGPKW70buaulD6LjkpemV5qzrKvIs9nn/GwMRBzUJ5Ap5CqsJKQmpCpEKvA7xDkoRkhN4FJUUyRJcEfEOBQ6wDp4Mew5hD/kNbA0cDG0IxATu/Tb5UPE97/LpqeXf4AjfyNkW16/QKcswxtjAp7wYuAe4zbT3tlW1ErjjtxS8uLqPurm8cMTOy07W5+vRAYsYRiMiMRc6c0JsRxFBTztvOOw19S1XKkotNjDFMiIxEC9+MsMuPCkqICAdbhp4G/UY+BlBHpMe5RxRGtgY2xLgCRoB+/jM8+Px+e3S7JTrF+6S7CbvRu4d7nbw9fGD9Kv3Jv8EAwcLWA46FRgX7RluGvoW0xXcFJsUzhBeEGQQ2BFZEoMUCBSzFK8TjBM7ELcQXQzJC5YI1gYBBMIAxf3G+Mfzh+5J6OvgcNvX01bOCsezwxu+GbpNuCa1p7NlsTmyULCQrsKvoq55sA2xgbTgto29W8qz0ZDoTPy4Eiog9CvlOCo+JUdtQrU9XTjjNNIvQSfkKNMqeyxQLRIuXTGgMBYxfiviJJgjQiIYIL8dzB9kHjgd0h9eHgUcBRUDD20IugGY/Ff1fu837RLrxurw7A7v3fE69U35e/7CAD0GJgiyC1IOaxILFf0V4BeYFdkV0BRSFVkQ0w43DVYKiQtIC9IKZg1vDvgQzBGaEgES7g+eDAwJIQNq/k35PPRM7gnqbuVG4HbbmtQwz5XI38Jevbe41rMWshWwCKzcrFmqJKqMq1OqSKocq22u6bAEuTrCftGY5w37KhKIINsw6TuvRtFJMkkNRdk/FTs3MoQrfy3RLUsx9jGuNNA5GDwDOzk2lTB/LRwqwiOOICwdThsiGj0bXRpCGZgTlg9bCLwAVvq38g/qKOWH4AvgouEK5RjpYe+b9LX6tP96A98H8gn2DP0O2xJMFT4Y3RiqHCkeGCCQHUAc4xjdFo8UuhHuD/kNSQ+wDsUPVQ+kDmwNBwtJCD8Dp/2i+GvyZu2J5nnhOdxC1mDRUsvGxRzC4rzbuFe0GLFArbWr46frpmalKaaEp7GouKw4rrKzQLv2wqnOg9+u8XIGnxc4Jj40b0HGSxJRpVHeTX1MXERHPBY4oDWiNMsyQDPLNDo4bDnANlsyiy9MLPgngiBsG90WgBOpESMQrg/2DIwM1whUBj8DUv4V+PvxSO0D6M3lXeVa5mTpLu6v85f6LwAlBpkJFA9TEpUUbxVnFr8WyBfdGPsYlxhYF6oVCxX+EtIRJg8FDhYMVAtfC8UInAhgBkUFRwIV/7D8jfcf9H7vA+qS5XLfA9q6053OjMmKw+a/5btruHi18LKdsOutKK2pq9ir7axtroKvnbKRt5i7O8QSzeDbD+o9/RYMeBtWKCY0ED+SRthLu02tTgdMokmPRz9GXUZKRKpBfkAKP4M+Kzk4NMAv1iv9JXEgeRj4EpoLXgeLA7r/kfpM9wX1MfRo88LwHfDr7l3uyetl61PrweyP7eDwifRc+KH9xQFmBnkKSQ8HEoEVFRi0GFQbOhxnHVsdpxs9G0saSBmxF9MVkhPnEkQRIxAdDjkMNgtiCi8HWgS2AFL+1vuc+FH12vBO7ePod+QI3+/asdTH0NTLdMeEwwTAy7yXucy3F7ZEtw+3CbfJuNC6h72AwLzEO8YayrXOD9M+2orhpenM8d34Sv96BTALlBJcGCYdaCGLJnsqri2kMUg3ADo1PKM9rz+MPxA/MD6xPEo74TegNTszBzDoK4AoFSY3JOohRB/fHB0caxngF1IV/hImD18LwwlYB/YFDQSCAkoBVQGBAB4CHgIeAmIDqwLAA6MDIQPXAdH/dv5A/PL5Pvhb9qz0uPS+9CL1BfWK9hr2sffs99r3nPb69lv2YfZX9WLzgvLm8Jjuvev06GjlfOII3/LbudhK1RfSXM5wy/PIo8d2xjjF68RqxBjGRcebyHLKC8v+zWDRs9g330vlqOri70z1E/uaAvEH4g0ZEpwW3Bv4IPclciudL8IzazeQO7U92z4xQHJART9UPro7RTilNRQypi5tLSArbijIJfwj3iFrINcdZhsbGPgScw8ZDVAKcwhPBqoFpgQ0BSIFpAV+BsoGqgUIBnQFYgPmAiABW/8O/Uj7xviW9mD0GPIv8GHvvu1g7Z3sM+zw7NLs3O1d7hTvBvCH8JfxgvK38nTzV/Nf8lnyAPD57ZLsvekd57TjNOBc3CPZ+9WT0u3P8s0yzFjLucoxyqfKocqnysXKPsypzsXRX9bm2xrhMeaL6r/vnvWw/PgCCQiEDdIRMxhdHEgioCd4K88umzLwNr85djz7PU9A7kB1QfFBEUF6P689MjsvOow4BDZAM7gwJC6GKtUngyJDHQAXnRFODe8IVwVNAikALP/r/Jj8YPv++TD5q/cG9y71C/Uc87LyLfFw8JbvsO5y7Zjs2Ozb6yjsM+xF7I/tnu7i79LxYvPQ9K321/hW+qz76/xD/Tf9rf2e/Gb78vml93X1EPMp8GjsEulu5RjiNN5q2zfYbtWF0xTRLtAwz+TO+M1wzRLNi8xwzRPPNdIq1hTaS94p4vnmdOww8gz5e/6XA2EI9A2yEhgXdRysIGQlxCk7LlsyOTZ+Odo8zz76QLZBIELIQdZAOj9CPl88rTlgN7Q0GjIKLyYrhSZ6ISIc3RaUEo8N8glaBgoD/QDO/nL9yvsz+oX4ave89X304fKF8V7wIO9j7mDto+xR7AfrSOs263nqxupl6zPsPe0I7xfwcfL28wL2/ffh+Wb70/yz/XD+gf5w/hf+wfw2+9v5sfeS9WLz7u+t7Rvq6ObG49ngcd2c2mDYzNX103XSeNGJzyXPG87yzdXN8M6q0KjTCtdt2ijeDOLE5qzri/GQ9qz7jQBpBaMK9A9SFe0bsiB8JYEq6i+BM3E3ODv1PXhAuUKlQ69EqUSrQ6JC9ECDPuk70zhwNUYxzixcKHsjWB5lGTQV+BDHDNQJzQXgAikAof2s++b5mfeS9eTz+/H98OXuyu1u7IjrSOvS6mLqFeoV6gPqUOoY6xDs3uw07hfwKvLS87b1O/dB+an6HPwm/Y3+4P4+/3//5v62/mb9Y/x0+rr4v/YC9C3x+e3G6pjnU+Qy4e3d3dpa2EjWn9SK0+LRpNB3zxPP5M4wz9DPY9Cw0sDVOtne3Nng2+QA6ZXtmvLU9zH9AAKTB7MNwRN9GfcesyRsKYAv/TNjOJQ8xz/jQthEP0YrR8FGCkYhRGdChEDAPWQ6tTZsMlYt6igIJDIfhhq8FYURrQ1QCu4GrwMPAbn9H/v7+K32TvRr8rHwMu807njtjOzV68bqnepz6uzpG+rG6vXqP+yh7d/uXvAw8m7zV/WW9gP4QfkH+/n7Av0j/v3+ef/R/wn/Hf5D/Vr7z/lw93v1w/IM8JXtB+tb6D/lBuII3wHd2dkf2InWIdUS1FXTA9PR04LUdNUc10DZ6dqs3YfgyOJa5rHpzeyr8LL0GPkr/UcCKQdXDFARnBZgG1Mg9CT8KAkt6i+tMlA0ZTWjNjY3tTZiNog1hTSEMmAw7y0aKy0o+iQHIs4eVBstGJgVUxLuD5UNGQtnCK0GmgSlAlUBhf/F/Sj8AfsQ+un4D/gp93L2IPZd9Wn1//Qc9S71gfXN9Yr2APer91b4MPnV+bX6iftA/Bb8Jv2//SP+tv4G/rP9zfxM/A374flh+NH2yvT48sDx1+++7VHsqOq/6DTn0+Xj4+DiiuGH4OjfeN8f3z3f4t+N4GHht+Ko4xDlg+Y46Fbqu+wU70rxvvTx99b7lv/+AvoGKgsgD+cSMhZCGfkbXh5HIHoh0CJ1I80jniPfI9Ai6iFrILEesBzBGrQYQxZXE8kQOg75C2QJbwdRBSED6QEvANT+rf27/LL79vo5+uz51fmI+TD5a/ma+Tn6zPpg+y780/wA/rH+W/9YACYBEgLaAp0DMAQEBd8FPQbuBkAHmQeTB4cHQAf6BggGCgUwBMkCigH7//T9TPzM+sD47vYo9WjzovEA8Gnuweyg63/qQemz6PHnmOfI5/fnVejo6LHpwOo/7E7ttu6C8ELyzPPx9Q/4Ufr8/Lr/RwJLBfcHrwpDDZwP3hHwE2kVWxZ8F7EX7BcbGLcXcBetFg4WFxX8E/gSbhEvEHUOpAwZCyQJnweYBQ0EggIaAWQASv/O/vT9Vf2k/C78PPsH+6P6Ufr++Rz6bvqd+iv7j/sL/G/8CP1+/fr9gf6B/tr+G/8V/5H/0f8vAKUADwH3AJAB+gH1AeMBDAJ5AfcAgQB5/7b+v/1v/Hf7nfpx+a74R/cx9uL05PPP8mLxh/B+7+XuV+7/7bjt0O3E7True+4O7+LvpfC68f7y6vOM9Qb3f/jy+bj7iv0s/wkBSgMiBYEH5gmUC9wNrg8VEX0SqROJFBEVjRXIFaoVqhVvFQUVWhSSE7gS0hGxEHMP9A1RDPsKLwmTBxQGoAQ5A+8BJgFYAET/wv4v/lv92fw6/Lj7TvvS+pH6aPpc+oD6l/of+337xPtX/Lv8FP0r/VX9Q/2h/UH+Xv7r/gn/Yf/1/xcAKQB1AB0ANQD7/6j/f/+8/kb+cv3f/DT8rPsN+xz6MPlW+IH3hPa89b70/PNF83zyAfLp8dfxGPJZ8hbznfNU9Bf1wfVy9jv3LPhB+UX6Zvuq/Kf9Pv9qAN0BJwNxBKQF4gYJCDUJRAokC+ELhgz8DGANyg3WDegNFw7iDaENoQ0IDd4MhgxRDKAL6QpECpQJoggPCCMHfgaYBXoFZQSgBA8DxgMeAvICnwAMAjL/MgHc/bAAnvxAALj7f//h+87+cv359FUP2umGDD3v2gLh+Yn7sfl2/jD5yvsO/Rj5FP3G+qH7kfrc+6z5Qvtl+bX6NvlL+o75EvmG+t34+/jx9xb6I/cw+QP4QfcG+YT2MPnR9nb5kfjJ+ez5uPst+mz9Zvtw/nj9Rv4V/3n/3f/xAA8BZQLsAkUDrAQWBSsGWgaTB98HTwiuCNEI4wjFCPQI0QjLCMUIrghzCAMI6wd7B0YHeAahBscFXQXzBDwEhQNWA5oCZQKQAU8B5QB1AGoAxv/d/yb/Vv+8/of+F/4j/or9xf2K/bP9of2b/Zb9rf3u/ej9xf2h/dH9Q/0X/j39tv70/eb+Sv9b/x0ABQB7AGQACwBYAJb/wP9Q/0r/mf7m/rn9e/57/Bf+7fsO/UL7Lvze+iv7tfoK+qP6U/lu+iT5YvrD+ZH6o/r2+iX7pvvz+wv8Vf32/K39Kf5e/nP/bf/fAHsAcAJ2At4DXwT5BJ4FrwVUBpgF+ga7BVIHFAYdB2wGHQePBqEGcgYlBvAFngVvBeEEXwRfBJEDOQPVAukBvwEaAeUACwC6/9f/jf4m/4T9Bv6G/Df9bPtj/EL73Psf+9b7//us+5L8Ivzx/HX8kP3f/HD+rf0d/v3+wv46ALT/MgEJAQwC4wHDAl8C1QK3AnwCTQJHAjUCywG0AU8B5QB7AIEArv+0/9r+1P7o/VL+Av1+/Vf8qvw0/Of71vus+5X7ifuJ+4n7ifuh+9b7C/yk/Hv8Gv1D/bn9Nf7O/lv/KQC8AFUBBgKCAi0DbgPkA5cDMATvA18EgwTEBBwFKAW1BWMF9gVRBaoFSwVFBcoEIgUfBHcElwNWAxsDcALdAQ8BAwEXADUALP/3/kb+4v1s/Sv9b/w0/Bb85/u4+9D7ofvK+/P77fs6/AX8dfxd/Kr80/wO/Sb9T/2z/QD+Xv7g/uv+1//A/zUAhwDCAAMBCQEgAVsBRAGFAXkBbQGcAU8BcwHxADIBZADrAMD/KQBW/yb/6/57/nb+C/4X/uL9s/25/cX93P2n/fT9AP5S/in+9/6T/nn/uv/R/8IAsAC0AZABUwJfAg8DzwIhA5cDdAPMA8YD7wNUBBMEvgSPBAoFcQSPBPsDEwSLA5ED2gLDAkcC1wGuAQ8B3wBAAB0Ac/+L/+v+2v5e/kH+iv1m/fH8sPyM/GP8C/wc/Nz7HPy+++H7ofvn+/P78/s0/Ez8afyw/KT8Mf1m/db9Qf62/hv/wP/7/2QAkwC8APEAZwGuAd0BLwJqAjsCcAJwAgACXwJbAfUB5QAgAV4A1/+F/7H+5v4j/jv+4v30/db9lv3W/bP99P3u/cv9Hf7o/V7+n/4J/1b/xv97AI0ATwF/Ae8BWQKlArcCIQNcA7QD5APSA3cETgQuBaAEUQUcBSgFIgXzBKwEXwRaBHQDkQO9AmIDnAFcAwAApgTx/GEWc/EiBbz+TP6yBJP31/9w/lz6Pvh7/rf3I/4W+pD9c/ih/RX4Qvsh+ub5j/vy+d76dfy9CRH32wQR9bn9WACR+NcBQPzL/ar8kP2x+UECsf7OAIX/lAI4/2QAqAELAEUFLP+dA1IA5APu/YME9P1qCbgL0/wtA9n8JwMLAJv9e/wJAcv2kvyc+DT8iv03/aH9pf6lAHX8sADo/fUBtP8jAI0A9QH1Acv/sQLG/9wG1AAJDz8DwgdQA5IFeQhzAe8IrQafAmEBtAMR/uwCvwF7AAQFvQKF/9n8IP1q/goDpvlq/gL9vwG6/4D6HPy8938Bjfez/Sv9u/pE+B3+sPX1AVT7x/y3+bP9Sv/e+vT95v6wABH+3Pty/bECRvws/4cA9f+LA7T/sgRS/sYDewAJEcH1EwtEASUG6f+R/wMIbgO2ADj/1QSY/I0AgPoV/2X5O/6q/Gv5IvyV+7v6B/vs91b/b/y6+EX64/9O+7H+7ft7ANT+eQG2AMUBW/9kCa0GSwXfBTgI3QhCBOgG+girCYwF9weSBXkIRQO7BUUFwAPSA/8ErgG0AdQA7wGW/6v+EwSc/7T/Mf0b/xH+ZP4R/n//bP1s/WQAAv1k/jT8ZP5m/Z78Nf4P/9P8eP1e/pb9c/8I/dH/p/30/Xb+kwDo/eb+jQCNAAsA6f9TAs4AGgHRAQQDBgK0A90BbgPxAPoBqQPaAkECnAHvAU8B8QAVAVgAhwB+/Tj/4v2e/OX8afwZ++T6RvzS+nT6hfg6/Fb4Afsn+jz7Ifqy+9L61v1x+3v+fftb/S78Rv5S/iH/RP/g/nAC4P5cA7YASgMMAi0DzwQtAwQFbgNFBfUBaQUPA+cENgQfBCoEqAEnA2UCYgOxAv4CFQN/AwoDnAFiAywB/gK3AuYCxgMEA+wC+AIJAewCogHdAewC/gIvAssBywHLAS8C5QAkAroB2gBTAs4A7wFYAAMBXgCNAG8A+/+ZAAn/rv+F/x3+G//Q+8j+Ofq2/GL6efgs+Mv2e/UR9bj0a/IQ88vvJu9A7nTszeyC67rqyOkM6UjmyOfH5V7pQuv96ZLuI+mi71nrR/Bm9En2C/zG/zsCbgrQDc4QCBYlG3MfBCiHJYEspSxVK2AyeCtjMbIwei9ELaQqPyjxJbUhFB2VG/oWxBSsEsYKiQvAA8sBN/0B+/b6Svg4+B339/V79Sv0x/PH8yP3+va9+e/4rPlR+uD3UfrR+C36aPrG+HD3MfbB85HxW++v7JLst+kg6Orl0eEF4JHcX9sE3MjZO9vB17vXutVP2D3Yedrm267cm9/E31zjCuXn5Fvo8umz6BfwM+yL+Az3wgCnBv4JbhHHE0oYXRwRJfUmji7gLFYtei/7LdswmzJ3MFs0YS1nLVYowiWYIx4gvR6MGrsa8BPaEHQKUgfvA0ECIwARAJj8JfsP+Jb2HfeU+fz6Xv6l/iz/IAEqAsYDYQhPCG4MSgoODWwN1Qv8DIMLBAzJCTMKpAVlBEAAD/8c+rr4IPZA9Snw8e4P6gDpH+bk5cbjc+Mt46XiHuJb4TviKeKI4hvjNuSX4+rltONU5gfkTOeo4ynp/OVb6JjlK+a94qPlG+P85T7j4OI93yLeuOTx5+sHUfOJDbTxHQdJCLgbbiE1LJ0o6yy2KpspVTS7P7k5g0XPNSo86zqpL5w0rCexLPYqwiXyIGsZ9A0uBZcDp/2JBPcAcPdV9uDpVe/V68LujPPH8/DzBfXi9ib2kwAb/80Ffwp6DPMSKRBeEO8R4w+SE/AT/BMHEsYRPggmCA8DpQK9AvH+C/w2+Vzz8PML7lfu7e2h7WLsjOyu6mLqaOp86XrsgOxA7tDtdOyL6g3r7uiX6pPp9Og659Xk6t4s4arZht6716jaOdXq1YDQwM7JzTvLB8/l0kPYo9xw8CPnM/qy7UQBBAokGe8mYSvULLUvFTaiNGpDr02gTNRR9USlQ89D1jk9QCY0fDXzMC4jBRw/E98HKgSl/jP6ivYM8vfnUud53LLkjuKg5BrosOdD5ovqAOkH8uv1Av3pAd4DZAnACgUOZA7WFPYTwxk4GHAXdRWIEroRvhLdDyERuwylCTcGGQQwBGsEGQSIAuACJv+BABH+jPzH/Gb7NPyv+tT3C/XI8DLv8OwK7F3njuQK3sLZz9Zt06LT/s0GzczHjcRYxMTBRsKdwNjAU78rwy3A1MQ8yK3RhdU37yPp6/x+9nYCUhXuHSo1CzPuORM3AkC1P8tJhlQjT4JRu0ZkQXZDhjg8PqszATA2LmYiGh0zEyAPOge8B5wB/f4N++/x3e/u6DbrBvAN7Z/wVO0h6oDsHOw582f2+ft9+/H8cP5EAakDdwRiCr4Lew73DowMxA0DD5YPoxGmEokUYBTtElYRLRFKEUwVAhSbFKwSExL/DRkNJwp8CdQHdAWoASj8Cfh08yDvd+vl55Pibt752B7Uvs9nzIPIn8TbwSS/L72Juvi4f7cAtnO3/LtUuhnBwr3WwZnEr8ca01XaMuEb8fv4wfwBC58HjyI2J+U4yDp9PsQ+HEaGRhJKOlYlVQxRWUwrQL9Cxj1eOrE8rDCwMcEoAx9dGm8VLxDkDIMLVATmAmf46fFn8Q3tyvTs8PrvNfAw69TpjOxJ73f0Vvhl+br4HPyb+5kALwK7BRkNPAtJD80MRg5BEAoTHxRbFnYXQReeFbwVEBOeFR8ULxfiFGgTuhF0DGkMTQkJCkUFvQLo/dT3wfPE7ZHqM+UJ4YPdM9UL0ofL0sfWw8bA0b40uyK5/bSPs2iyC7T3tCO27LijuWS9RcDowxTKMM3q1ZXYgeDX6Jzvrvi6AcwRkRjXJIQk/zBdOPVExUnBTRdPzlGTTwNQJ1ItVN9PrkkPQlA9LzqrMy4xuCmZJTIftxe+ErYO2wtjBfEA0/zs+fT2KvKl8Env+u/L7zTup+818Lfw1fIL9Sf4XPoa/Yr95QASAqoFEQceCWYNFw4gD2EPNRBQEUgSjBOAEy4TNhKTEL0Q9w74EOIN6A2XCqgI9AbPBB4Clv/n+3P4H/Tg8ELrWOeK4Sjej9iC1KHRrszlyfvF0cPzwQfBdr9YvcG7nLwMveO+0sC/w7PD3seAybrOL9Ra2BzeBN5T6TLop+2Y9Uf3CgNkB54O7RmvGqUlHSVgMFA29j8mQjdAjUHfQdpDDENCRZJGEUFbO7YzCDJxMOMt9yyxJ/cjIx4/Gt8V1hSvE5YPbgwGCZIFdAPI/rT/Ff8FAJkABv54/U77/Pox+w79i/8h/9f/Dv3H/FX9p/3A/6j/9wARAMD/9/60/y8AugH+ArECUAN2AkcCKgLgAuQD9QPGA6sCTwGi/+79HPxo+sb43/V88o3u4Onq5R7iJd/a2//YM9VG0lbOhcxJyjTJfcivxzPHaMdUyBzJO8s1zXXQMtOS17nag99o48jnveuC8Kz0uvh3+zj/tAFtCOQK2BEBEh4ZAh1UInwlRye5KwovuTIAM84zHjVGM7kyPDCMMUYxzy76K4wolyaTJW8j1iKsIH0grR3QG/4Z5hdwF94TEBMAEBoPrQ2pCgQKtgc9BpQEDwMYAsv/tv6P+6n6Kvmo+BX4v/Yx9t/1gfWB9RT2cvbF9rH3efig+TH78/t+/X79gf7r/q7/dQAFAAsAOP8V/5P+av4a/Xr6l/hh9rvzSvEi7g3rtufn5C/ij99I3ZbaRtkc1/nWH9Y81mjVxtW61YzXudjR2rHbi9z+3dzfduKD5LznXun+60jtTfCO8kb1fPeg+eT6Q/2h/XUAywEKBQMIdwsvEOES2hdZGUcevSDiJF8ndykGLFYt6S2xLogumzBOMPMwFi+CLpQujSwGLPMpSCmIJ9EkOiNEH9McrhhYFawSGg8IDd0IJQaRA5YBlv9m/TT8hvpz+Gr3lvbF9j329/Uu9ef0RvWB9U/2N/YA9yfzKPXN/I75KPXE9CP3Nff59Ff1XvdC9P3wmfDS8S3xl/En8Sbvqez76jDrNusS65fq6eqo6MLnIOgs6APoIOj96b3pn+mI6fjpPOt67N7sTu1g7UbuxO2k7hTv4u9B8C3x7/HJ8p3z5/TH9Sn3D/h2+TP68Pr8+pX77ftV/WT+AABBAtIDUgfDCRcOIxA3FMsWKBqPGy8eZSBCIl0jACVSJcAmOCYeJ7omkSb3Jb8koST8I7AjxyF3IKUepBxdGnkYMhZ+FPsRKRBmDdULIQpzCMoGegXkA+kBCwDI/vb8NPy7+kf5LPgd97b1zPOO8mfxZPCE7+XuLu5U7a/sM+zV63HrKutC6w3rcevD65Lsm+2e7jfv3e8n8enxpvIt84Dz2PM39HL0xPQR9RH1//S49Lj00PSs9O30HPW+9Bf1+fQo9QL2LPbr9aT1h/XT9Zj1GvZJ9rn2p/YR9wD3O/fU9873pfde97H3J/iZ9wb3ofb69vr2zPjG+JX7hvxYAIgC3wXFCAcLyg2uD/gSrRQjF7oYtRrcG4odsR5fIGghfSKJIlIjDiSzJDIkSSSeIwsjnSEiIQkfPR1CG2UZKRdMFYYTfxG/D3INMAtzCPwFJATXASkAF/64+1n59PZj9ZLzZfLg8LnvQO5m7Ybsz+tr6yTr6eoB63PqLeoV6hvq0uqg67vsYO1G7iDvAPAh8cDx4fLk8xH1CPZ+9kz3/fei+Kb5Lfqp+iX7PPsx+wf7YPtC+zz7Rfqa+Sz4R/c39jr1K/TP8tfxQfCK77bum+0x7dLsRewc7D/shuyM7HLt0O0I75zvRPH18djzvPUn+Mz6xf2/AcQEBgntCyAP9RGkFRgZ7Rv0HTAgaCEcI1skyCXpJpQnOSjyJ6Mo5CiRKFEoayeuJjsl0yP8ITgfVR2jGm0YCBZXE9oQ4g2yC8EFiQSYBcoEhP1h9s31sffB9czxYe/K7e/qHemf6Znpv+jf55jn3+f95x3pberY6qzrtewu7nLvLfGM8xf1qvV89zn61vuY/Cv9O/5E/yb/Pv9t/6j/lv+N/vr9wfwL/Lv6mvmF+CP3dfVy9ATzZ/HF7/fueO0W7OPqaOoh6nDpWOmI6fjpi+qI60XseO177ljwAfK18+f0AvYR98D4Ifqh+3X8of0s/6oAXANdBQkIaAroDVkQvhLzFLcXTRk9G7YcsR4HINsgbiH2ITojkiPTI5Ij8SOMIwUjAiKSITwgGx/CHFEayBfOFRYTmRD0DXcLLwl4BvsDhQGL/zf9VPs8+f33kPae9cT0QvS785Lz2PP28yv0E/SJ9G/1ofa/9in3gfcP+LT4GPlB+Wv5rPnh+ez5Ifr++b35jvkq+cz44PcX94T23/XW9NjzIvOO8tfxUPGr8Cnwre/97vHu5e577hHuKO4R7vPt/+007vPtOu407nvu6+657zvwq/Cc8aby6vML9eX1DPeF+CH67ftV/aX+IwCiAYICbgPPBIAFPQaPBmkHDwgYCQkKeQqsCzQM0A1ADk8PRxClEH8RUxLbEq8TdBNUFEMU+RQ6FV4VAxY9FiMXBherF4IX3RYMFykXsxZbFkAVuBQ5ExATExLgEMUPUg43De0LkQpfCfEHrQbtBMADJAI1ALH+Dv3/+1z60fix9wj2UfUf9FHzgvLA8Urx9/Ds8Ifw+u+K75bvs++57wDw4u9+75zvQ+9y75zv4u/67/rvgvAP8ajxDPJx8tvyXPPq82z0IvWS9T32nPb09of3WPcn+Er4efj1+Hz57Plo+nr6GfvQ++H7jPxs/dH9AP6K/SP+9/5k/rb+Z//I/kb+tv4D/+v+ZP7O/s7+Qf4L/sv9h/6T/of+tv4J/67/RgD9ANEB5gI8BJgFhwceCRUK7QubDVsPtxDSEUUTLhXZFVUWQRcPGH8YDRmOGbIZiBk2GYUYnxcpFxoWHRWSEwESOxALDqQMugoSCS8HegXkAzsCdQCN/vH8pvsE+mf4O/fT9X30jPOI8tfxD/FB8CPwAPAS8PrvAPCZ8NrwSvHj8Xzy7PJF87L0kvVy9kf3fPeo+Lf5wfqJ+yL8T/2n/RH+jf4V/zj/qP+F/yb/RP/3/lL+Ef6h/Un9tvyy+077evpF+mj61fnj+KL4efi0+Mj3Xvfm9+/4wPgy+Kj4IfqR+ob68Ppv/Gz9IP1h/Qb+uv/v/7AA9wDlAEQB6QEGAkcCLwKrAjsCIQNQAwQDbgMTBIMEowNQAzAEDQTSAzAEQgQTBF8EsgSUBIkE4QTPBO0EHAVdBWkFKAUQBXQFFgUcBS4FHAXbBKwEvgSgBNsEZQSJBKAEmgQkBN4D5AMwBJ0DYgOpA/UDqQN6A8wDkQNWAyEDlwN/Ay0DJwNWA3QDSgM5AwQD+AKrAlMC9QEkAvoB6QGKASwBTwE4AeUA2gDaAKoAUgAFAOn/tP/G/7T/UP/I/vH+vP79/uv+n/6x/sj+UP/m/qv+k/79/hv/Yf9Q/yH/Ff/3/gn/k/6N/nb+TP6z/aH9kP22/Ez8IvxM/MT7Jft9+yv72Pqp+oz6Yvpo+hz6FvoK+jP6P/rs+c/57Pn4+cP52/lF+gT6Ufpu+t76K/tI+6H70Pso/GP8mPzl/AL9T/3F/Xv+yP7x/kr/i//d/0AAbwCTAOUA6wBEAYoBOAGQAd0BEgIMAnACUwJlAlkCTQJHAiQC6QG/AWEBYQEsATgBSgFEAVUBJgFEAUQBcwGoARgClAKaAvICMwN6A+oDVARlBM8E/wRdBbsF3wVmBooG3AbiBugG7gYFBy8HKQf/BsoGZgYlBqoFLgW4BB8EaAP+AkcCtAHrABcAYf+f/hH+hP3N/C78ifv8+pf6HPr++c/5t/m3+b35t/nP+dv55vk5+oz6zPpI+4P7rPvn+zT8afzr/Br9T/2K/dH9Kf5w/vH+vP7x/ib/Sv84/6j/nP+6/6L/uv8LAO//3f8XAAUAFwAvADUAWABSACkA7//v/8D/nP9//2f/Yf8b/yz/8f6r/oH+Kf4X/tH96P3u/cv93P3i/eL9L/5w/s7+OP9//6L/dQDxALoBNQLyAswDdwT5BGMF9gWPBgsHkwdECJAI4wh/CNcInAioCJAInAhPCKoHOgdPBrUFPwW4BAEEaAOxAt0BGgF7AN3/1P5Y/pb9N/17/O37VPsB+zP6BPrV+aD5Qfn7+OP4+/hB+ST5GPlB+Yj5iPnJ+dX5Ufq7+kj7g/vW+wv8b/z2/Df9uf1M/p/+Cf9K/67/HQBkAJ8A/QBEAUoBbQGcAd0BGAJBAjUCGALpAcUBkAFhASAB3wC2AEwA0f9n/+v+h/4d/uL9p/2K/UP9N/32/J78Ufxj/IH8mPzl/DH9iv2h/Tv+sf79/nn/HQDUAGEB6QFZAtoCPwPAA0gEsgT/BEUFegWYBa8F0wUUBiUGQwYxBuQF5AWvBYAFYwUcBbgEjwRIBPUDqQNKAwQD4AKUAkECAAJnAVsB6wCqACkA3f9z/xX/mf7u/Zv9Q/0O/Zj8TPwR/OH7j/ub+4P7pvuh+7778/so/FH8sPz8/Fv9of01/qX+4P4y/6j/KQBMAEwAnwC2AMgA5QDCAM4AbwCZAFIAAADL/23/OP/a/of+TP4G/qH9fv1b/Sv99vzx/A79Gv38/Cv9eP2K/ej9Ef5M/o3+yP4P/2H/lv/d/9H/CwBeAIEAjQCfALAAjQBSADoAFwDR/+n/nP+0/0r/ef+8/pMAUv5//+b+8f4b/zv+9f9t/0YA6f8VAc4AIAHFAfoBJAKIAuACnQNiA18EwANvBZoEmwagBK4IJAuFA2YGMgHFAZz/9/74AqIBUwLRAZYBgQCx/sIAdv6L/0z+q/4d/kP9If9b/bb+O/6n/QP/IP3R/YT9ef/L/Yv/uv8b/5MAe/5VAdT+tgDg/usArv+L/84AwP+TAKj/EQC0CHP/mwYd/i8AjPww+TH9gPp7/oT9OP+l/r/94P5m/Z/+C/5w/qX+av6Z/vr9q/6f/nD+Xv4s/8v9Qf51/IX/Ufyu/yb91wFi+h8NlfuPBAsHo/pqAiTyZAnC/iAB0wXG/xUB6vrh+xz8vPf8/Jf67v1W+q4BSf04/1IAi/9hAeUA8QAmAS8CrwPlAMEFlAQ3BuACGgbqAxAFKgTIB68TtAgDD08IBQcqAib9k/4x/X37MvhtAVH8pvnW/fj54/9893v8e/4+AXX8/PyqB1wDsAANBPoBYf9r+eH7C/xr+an6VPur/iD9Ef66/w79lv8y/14Ak/60/+P/RP+L/+v+FQFhAfcAkf/X/+UA+/9z/wsAvwGqAIIC0f/fAOn/2v6x/of+IP1z/3v8Av13+7v8SPsB+VH8h/6K/fP7Vv9G/IT9JfuM/Dr8jPr2/O37CP0v/kb+F/7a/t3/Vv/X/6UCFQMqAn0E9Aa+BLsFmwa5CMgHsQl/CvcHmQmkB5AImQfxBwwJdQfIB8QGjQdMBxQGygbPBDQFDwORAxUDjgKlAjUCqwIPAToA2v6Z/mb97v07/l7+tgD6/Y3+1P4R/Gb9/Pq7/A79dPqm+wf7GftO+x75tfp8+fH8j/us+zr8rf2w/Cb9TP7r/FIAi/8KA4wF0AafB0kIPgh6BfUD4QTVAnwC1AAkAiYBGgFMAHACCwD7/6395fxO+1b6XPrm+Tb7HPp3+5T5hfhr+X72nPiz9pz4a/mc+LL7j/tI+wv85Poz+iH6AftR/JH61v1M/qv+8f4s/wn/F/57/LH+p/1GAGoAzwIfBOQDvQK6A7oDSgN0A04EKAU/BREHEQcDCFgHrQYaBjYEIgU8BJQEiQSjA50DsQLRATgBov84/4H+3/zc/bv8b/xs/cH8kP3c+4/7WvtF+nf7P/qD+337IvyW/QX88f5q/mr+C/52/hX//f57AJz/rgG8AEoDcwHvAb0CJAKuAeUAOwJ5ASYBPgGoAYoBjQDrAB4C6wDdAf0A5QC6/5H/Z/+u/1gA5QA6AOsA3wARAIX/Ff/7/+//A/8LAO///f6HADL/tP8G/mT+Kf4p/sf8TP4X/hf+wv4p/uv+y/1Y/sL+jf5//1v/XgCfANQAQQJVATMDGwOdA8AD3gNLBX0ExAS+BM8E7QTnBNUEvgSFA+wCzwIGAssBqAEPAc4A1ADIAFsBZACBAAUA6/6f/u79xf3l/Cb9Qvs0/FT7uPsH+1T7J/oB+av34Pe/9mH2W/bZ9dH2hPYM96X3NfcP+Pr2t/dh+DL4ovhx+Vz6Jfvn+3791v2B/m3/TABSAIoBdAPZBZYIsgv4EKASpRf9FzocexzjH+EgOSGvIW4hkiHbILcgIR9nHfkbcRnFFoATShGkDg0LRAj5BLoDnwDC/gf7fPmT96f0cvTM8Yvxk/Cc7zfv5e6/75zv0e+t7+7vnO+t78vvqu4I71Lule3q7Bzs9ero6JjnuOQw5FvhquBy3xzeHN6j3PvcCdya3d7c8N4u3njfTOC84LfiuuOV5hHnzOr57fn0oviJBKMKYxNZGdsgeSZhKw0wgDF1M1syWTVqM2c0ADVSM1ExIS+EK+8mxCJVHbEXrhGPDZ0KNwa0A20BSf02+6D5fvbN9cHzHPUX9Yr2Afnk+pn+bgM5A7AHtwnNDOgNAw99Ek4SURNCEl8SzBF+D+sOxgpkCeIGNQKu/838yfmW9kj0svJn8bPvOu4u7kvsaOzD6/vqwOrG6mvr9epI6/LrCO3B7CvtH+0Q7BDsTesJ6inpMugu5wLmNuRW43DivOCh36DdLdyl23zb79rL2mTZDNtq297cQt3V3ezi9uUJ8Ub86AaFEeMY1yScK3Q2QDoWP1Q+8z5DQGU8gD9OPp09GDxlNxI1nS92LO4kTBwfFE4N5Qc6AGz98feh9HTzQfCl8Mfu+u8m783u7u9i8ZX0R/d9+43+zwL9B50KDg9FEw4W+BdIGQoa5xlXGjMa7xg1F14VqRMSECsNXwlrBFgAOvzj+Pf1m/Tn8u/xc/Gu8V/ycfIz81fzgPOG8zf0m/Sn9FT0DfTe86nz1fI28rHwwu6G7FbqaeeA5QPjUuA03i3cRNpS2VHX6tUK1b/TmtSl1CfVKNcv2enaz92J38jiE+ST57jrFfH09sgAqAiyEvsYPCJLKDAwIDT1Nno2ejZcNpAyrDAwLrkrZik+JpgjgiBBHh0ciBeSEwkPzwtaBmIDef+2/J36a/kk+Zz4ZfkW+vb6CP3u/Sz/NQAeAiEDmgQ3Bo0HtAifCboKBwuaC0sMYwxXDHoMmAzhC30LJwrpCMgH/wY3BgQFTgQTBDYESAS+BI8EawT7A/sDIQPVAgwCIAEpAA//Kf7T/Gz7mvlB9//0iPLu74Pt6eqz6IPmsuT+4uPhaeDB3mvd79yR3IvczNx93fndMd8p4Hnh2uL45DTnaunb6/PtO/Dv8fDzpPUA91z4zPia+b357Pnm+az5oPl8+b357Pkf++37Gv3L/ev+KQBnAX8DPwX0BtEIxgq5DXwQGRQJGBMbCR8rIgMmASn0Kxguoy/hMC4xSzE6MaYwMDDyLgEu8SxJK6wplCcjJTcimR7qGr8WyRKZDmIKNwZZAuD+g/th+LD1+PIt8bnvku7z7ULtH+0T7djsK+2d7Lvseuyj7LXsu+x47aftqu5b77nvF/Do78vvSe/l7kbuZu0f7ZLsgOyA7B/tie0X7p7uxe+N8NfxJ/Ml9Av18fXc9pP3f/i6+Gv5yfkh+qP6E/sH+w37B/vS+oD6Cvpl+aj47Pf09vf17fTS89XyefHO8Lnvze4R7j3tmOys6x7r0uqy67XsTO528Gjzavcf+67/ZQIfBogJOg6+Ek8WzRroHVEh9CSRKNQs2C9PMiw0iDVON2A3NjczNhg1vzIZMDAuciuMKHwloSIkIHgdjBq3F1QUrhELDnQK+gY5AwP/r/pS9yX0D/FM7ojrmenI53jmEOX740rjL+Iy4ZnggeAR4LPf4t8d4OXgv+EV4/Pk3OYj6TDrBe6x8CfzC/U791/5E/sm/ff+RgD1ARUDMAQEBQIGeAY9BmYG3wW1BX0E0gNTAtQAwP8p/m/83vrp+IH38fXz9Mfz5/Jf8vXxGPLM8fXxKvJ88pryyfIK83Tz0vN39Ez16/Wt9lj3A/iL+H/4hfjs9/f3F/fX9iP3vPfM+Mn5wfxS/o0AlgGrAloEuQbyCQ0LpAxhDxsR0xNJFgoaWByZHjMhpyJkJekm4Sf+J5EogCgeJ/ElxSRaIl8g0R1dHBwa+BeNFb4S1BDuDYUKhAbPAqL/Qvss+Iz15/La8A7vOu6P7aHt0O2b7QXu7e067l3uJu+c74Tv7u928FzxGPLy8vbz7fT39Yr27vaH9/H3/ffC9yz4Mvh5+Jz4GPmU+cn5kfoH+2b7Bfxd/Pb8Zv3u/V7+sf5W/3P/rv+c/9H/OgBMAEAAEQApAC8Auv+F//f+Qf70/Sb9Xfxg+5H67/iT9yb2ffT+8q7xh/Bt743u4u197bvsaOzb65TrceuO61nrfeuy6/LrMe1G7tHvHvJ99M73svsP/wACawRpBy0KoQ0GEF8SvhRhFswY2BpbHdcfOSE0Iz0k5iWFJhInnCYJJqslWyRvI2wi1SCRHxceih1pHPYafRlwF8IVehMbEUAOAQsDCEIEMgG2/rj7R/no9sr05/J58VLwiu/N7lLufe0T7YbstexX7Bbseuzq7K3twu5e8Pvxo/Nd9e72nPj++Zv73/yn/Qn/xv+TAEoBDAI7AnwCfAJTAt0BnAHrACkAlv+8/pD9Ufwf+3z5D/jR9sH1j/S18/jyiPJf8nfyZfJf8kfyWfKI8tvyIvM585Lzo/OS82LzP/P48oLyQvIk8q7xJ/Hs8LHwNfC/71vv2e5d7kzu8+3/7TruV+7T7r/v7PBr8qH0nPb7+MT7Z/9wAsEFnAiaC14OPhHHE1UW0hj2Gg4d8h7nIPMiWyRqJWEm6Sb7Jl8nBycyJp8lGiQRI6MhKiBNHrwc6hqsGVwY4xZpFbsTJBJeEGkOOQwzCgMI6gUwBDUCvAAV/8v9kvys+5H6Wfnp+OD3F/ca9i71bPRX86bykfEV8f3wzvDg8AnxnPGu8QfygvLJ8i3zkvPw8wf0rPT/9Pn0e/Xl9af2xfbC9yz4hfi0+On4KvkM+ST5uvg4+Ob3dvez9g72dfXE9PDzu/MW85ryzPFn8ffwdvDo75DvQ+/37rzupO6e7qruze4m76LvNfDC8FDxDPKC8j/zDfSh9NP1nPZk97r45vl6+kL7Y/xy/eb+0f/R/ywBvwHvAZoCdAMZBM8EAgZMB5AI+AlCCw4NaQ41ENIR/hJsFOsVIxfSGCgaSBtSHBceFR8eIBYh2CFsInci5yKPIisi3iEnISQgAx/FHfkbHBqFGJYWxBSgErEQpA6kDIsKbQgUBsADfwFW/0n9Wvtx+dr3hPY69Tf0/vL18Vbxk/AG8LnvSe8U7/fuvO7N7g7vN+9478vvUvDs8JfxMPIQ84DzGfSP9BH1XfWq9cf1/PUg9k/2ufYM9wz3O/eZ97z3jfd299r3A/hQ+P339/e896X3q/cv9wb3EfcX9zv3Hfe59nj2F/dy9gL2SfZn9kb1yvSq9Z71EfU09Yf16/Xr9TH2PfaK9vT2QfeZ90T41fll+Xz54fuQ/Z78bP1Q/0YAOAGOAnYC6gOABa8FPQYJCGcIEgmdCtIKrAupDAUOaQ4sDxIQLxA1ELEQUBFzEWIROREDET4RfxHJEDUQTRAeEKIPTw/TDuUOQA6tDWANHw0cDLgL+Qt3C8YK0grACiEKaglTCTUJrgioCK4I6we8B58HnwdaBngGQwaeBSIFjwR9BPUDLQOaAjUCogELAFD/pf4x/b77gPq3+XP4R/ew9R/0FvOo8YLwN+8F7qftqexX7O3rlOvd6mjqruqu6sDqgutF7CXt3O1D7+jvJ/EK8330//S59t34ZfkK+kb8y/0A/nD+6f97AAMBOAGiAXwCJAK6AQACJAKoAesA1ACTAIEAy/95/8v/tP/9/p/+UP9z/+b+1P4s/1v/8f4m/2f/HQBkACkA2gA4AcUBNQLyAuQDfQSmBOEEYwXkBQ4G4gatBkAHUgcjB58HmQfZB2kHgQdpBx0H6AaKBkkGbAbfBccFaQUoBecETgQBBN4D2APMA2IDXAM5AzkDIQPPApQCZQKIArcCNQISAk0CEgK/ATgBDwGwAJ8ARgDd/23/5v5k/uj9y/2n/ev8sPwo/O378/u4+7L7xPuy+0j7TvuV+6z7uPvW+1H8pPwm/Wb9m/0d/kb+Xv7C/lb/ov/A/zUAnwC8APcACQFbAYUBtAGFAcUBigEmAf0AsAAFAJb/LP/U/lj+y/2b/Zv9W/32/Lv8kvxp/DT8Efxj/Lb80/xV/eL9Uv4D/5H/dQAVAaIBTQLmAn8DAQR9BLgE8wQ0BTQFjAV0BW8FYwX/BLgEgwQTBKMD/gJ8AhICkAH3AIEACwCF/zL/zv5Y/jv+4v3W/eL9AP4X/kz+WP6N/uD+RP+0/zUAwgAVAXkB4wFNAo4C5gIKA1ADhQN6A24DaANKAw8DmgIvAtcBVQHOAEwArv/3/i/+kP27/AX8Jfti+tX5TfmR+Oz3avcA9632IPYm9t/1wfW89d/16/Um9nL2ivbF9kz3zvcs+Mb4a/k/+vz6xPvH/K39pf55/28AOAEGAgoDAQS4BJ4FeAYpB/EHfwj0CCQJfAmlCZQJiAlkCS8J0QhhCCAImQcjB6cG/AU/BYkErwPmAiQCWwG8AAAAbf8s/3b+AP7L/aH9K/0m/fH86/z2/BT9Mf1m/cv93P07/mr+9/5t//v/ewAaAYoB9QGfAv4CUAPGA18ElAQWBVcFegXqBRoGKwZaBooGuQazBsoGmwaVBh8GGgZRBWMFgwSDBDkDSgO0AQYCAAC2AFj+Ff9R/Kf9hvpj/LoB8vI3/e303vqW9hv40PTk+oz1uPSB94bzFfg4+Lf3zfX8+lD40Pu7/GX5IvwN+8f8Lvy2/Er4V/wE+m3/H/vRASQC4v0qBEz+OgXj/4ICqAHeAywB+ALpAcYDPwM6BdUESwWMBf8EnQNKA8wDwAOvA5oC5gJwAjgBzgCWAUUDG//gAnn/dQCl/kP98/u7/Ff83vr4+cb6SPu++/H8YvrF/Yz8Zv1p/Gz7dPpM/uH7PPto+sv9Kf5x+0n9q/7v/x3+DwG8AAAAVv9bAScDCgPU/ogCSgOrAs8C6QHPBO0ERQNcAyoEEwT6BuEEKAVlBLIEmgQ8BFsI9gU0BeoDpAV4BgsH2gDYA/sDVwWZAIH+vABhAewC7v1M/nn/Cf8p/m/80/xm/cn5o/pT+TP6EfU8+Zf68fe59jj4Nvse+aj43/wa/Wn8wfqL/+r6zgDKBv4Cuv/fAHUHAAmLA7QD2glECmUEWga2B8YKBwsJCL8IaAreChUKBApCC9YGugpeB0YHVgoDCMoErwUsCLIEEwQAALwA7wNlAkr/IvzX/5L82vd//5L8I/5y9vD6o/p6+hT2PPmG+pz2yvSR+gP4Afny+cH1qfoh+p36VvjH/Nj68QC4+xH+dv47/iYBjQBNAof+wAN2ArQDn/5DBmID8wTmAr0CiwOoAeQDfQSLA3n/bgNTAsADL/7FAcX96f/R/UP9YvrX//b6yfn5+zX3Qfl3+8z4F/c2+4b6nPZQ+Nv51vvm+db0AvaV+4r2R/lD9uT6PPlK+CP3cfue/Ab5n/ct+sv9kPam+7T4pf4X/hH81Pd2CUT/EQBqACoEcAlk/qkD3gNWCv0AfALqBRoGLwLqA6cGWgb/BlIHfQRtCGEICgUvB7MG4QSRCncEBQAgCD4Iav6dAwQFzge0AWf/vwYBBBoBkAFFA0oDdQDU/nUApPxP/XsA1v3r/t0BLAFB/uv+1/8JASYBUv6Z/gQD4fvk+hsD6f9V/XwCe/46AFb/QAB5ASQCh/4NBAkBqgAXADMDtANh/+oDugHO/ooBFQPp/8oENQBaBOcEe/4bA5QE9QEqAh0AlgEeAkwAnP+aBGr+dQBMAIv/vP7o/eD+zfwa/V382PpM/Cv9jPxh+DX+LfrR/SX7G/hy/eT6E/uy+6H9E/u8/vr9K/2l/vcA0f3L/akDZACE/ZED+/8bA6IBUwIEA/gC9/7lB1oEqgA9BjcGLwITBEUFiwOSBTwEDgYbAxwFJQYAAoIJXv7iDYEA5AWuAdUERwLr/tYGj/uwB674ygRc+t4DHf5D/ZkAof1iAyX0zwSA+in+u/yB/Jv9uf3G+pL8Q/32/Pz6i/9m/af9XgA2++MBP/rkA337iAJv/F4AwP8x/X8B7fsEA/P7lv3p/9D7Uv6u/1H8vACu/+f7Hf6rAlb4ywEx/fb6IAHs993/hP0d/sf8WACe/Nz91v3B/I0AzPpz/y/+cfth/9D7G/8Z+x3+O/7/+5L8C/4u/CP+C/59+wn/Ef68/nD+Sf2R/xoBaPpqAlD/c/+lAJABWAD1AcgAqAHDApH/5AM1ArQBtAMbAzYEWgZlAkgEoQbPAqYElASvA0sFmgIqBGsEJAIwBL0CYgPdATUCHgJfAs7+KAV5/8gAwwKF/84A1/9z/xEAOwLB+mUC2v5D/aX+bwC6/9r+Q/3X/xUB2PpEAZv9Yf8J/7H+WQK5/YEAG/8aAR3+dQAjAAX8igEW/HsA8f66/6oA9wCKAZ8AaAOZAA8BVQGiAesAN/3fAAn/yvu0/8v9D/8m/VD/f/8J//3+9f/rAPz81P57AEb+UfwV/9n8G//o/Zj8UP8b/yb9Cf8v/lD/2v4j/v3+Z/8s/2r+gQDr/mcBq/46ANoA1P4vAsb/TwFiA/v/cwHPAhICZwE8BLcC7wF/A5oCPwMEAyEDnQMtAzYEnAFcAzkDSgE1AkECAALFAToAOwLlAAAA5QCwANQANQC8AM4A9f+TAN8AEf5SANH/8f7A/5n+uf1z/5b9Gv1MAEH+HQDu/eP/eQEs//H+4wHm/m8AZADW/U8B4/9G/moAvACW/9QAPv/v/z4BIwBvAIEAnwBbAdQAEQBPAYX/G/8yAY3+Qf4pALb+kf8+/1IAov+x/of+NQJM/lj+BQCl/iP+hvxe/i/+uf0W/Gz9K/1M/AD+qvyQ/XD+bP2w/C/+0/yt/R3+dfz0/bb+jPxt/5P+wv4LAOL9Pv9bAdb9q/4DAdb9gQC6/0r/MgG6/28AnwKW/5ABqwJ5ATkDtAHdAe8DkQMkAjwEvQIzA2sEGwOyBKMDNgRKA2sE3QFqAuoDyAD3AMb/fwFE/6X+MgHc/YX/Nf4P/0b+Zv22/uL9tvzR/bn9CP17/kD8L/5y/bP9mf41/tb9I/5k/pb9dv6r/tP81P5b/8L+W//6/RcAxv9//yMAUgBBAmoAtgA7An8BtAGuAaoAnAHvARoBBgKOAgYCvQK3AnQDJwPkA6MD8gJ/A4UD5gKpA0oDOQNcAxUDVgNlAuAC7wGlAsUBogEYAg8BAwHFAUwAKQAjAEr//f7r/g//A//x/tr+OP8D/9H/6f/a/n//BQBY/mH/Uv6T/h3+I/76/aT80f1h/TH9pPyK/az7Wvt3+0L7Vvp8+Vz60fhh+Mj38fcj9yD2L/dn9t/1TPcC9jf2e/Ww9bz1QvSd8xP0JfRr8tvy5/Jc84Dz+fRd9Y33U/lR+hr9RP9BAnoFkwfkChcOeRFUFAYXRRrKGzgd8h6aIOwgJyEfItUgrCDSH1AfuR0uHIwa2BhtFkgU7xHrDksMwwkOBtIDewD6/Rb8+/j990P2V/UC9HTzHPPs8kXz4fKp83rzifTW9LL0sPXN9X72lvYX9433IfgJ+Cf40fgy+IX4/fe89zX3nPa89db0ffQ/81/yi/HO8Jnw9O+t71Xv9+4a72Pu+e3n7bbuSO1a7ULtSO0Z7UXsYO1X7MHsYO2h7Tftvu227kzuvO4U72HvjfDs8Dzy0PS39xb8rv//BEEJkA/KFH0ZOx5FITslZScFKrYqCyzgLAMtoi1ELe8tRy4DLSkstipgKX8mQCNzH1obBhd5EWYNuQjPBJ8AMf2A+m34R/fz9KPzFvPy8tLxovHv8aLx1/H18fjyrPS89eD3Kvmh+3L9lv+lADUCvQJfBGIDDQTyAlQGQAC7/FEF8QC6/xP7xf1fAgf7lvbl/Pz6VviB9+X15vn+8sDx1fIV8WnukO+B7kPv8Ox67KTuAu0o7D3tfesp6YroBedj5yLlsuT25Qrl9eMq5Ljko+Oo45PizOPu4SPiU+Iz5bbnaulX7kXzlv05A/MLPhFRGoIgHic3KycvmTMmNEI3YDfcOW494DxWPeY8WztTPCc29zOULjYnCiFNGZIT1g2ECEoB0f1z+Br2B/J07ETqs+YT5D7hp9/z34Tht+LJ5MjpN++S81b4qfp1AKMD9AZBCTkMqA9uEfYTsxTsF50YJxh+FtAUrBKCEJgMTQlkB+oDJgFY/k/9tfqR+Bf1R/Kf8JLuOew46gzpwude6RHnbei255Pnk+fW5tjlAub+5Gvk++OX4+/jtON54wDiZ+HE32Peedy921vakNq22UnY+toD2rHbPtx03ATeyOAh4x3pcu/H810FmgvpGFgeZyTGL0U2FDk5PUZByUMJSbJFXkihTulJokl/Qk08GDzHMTQq0CIUHeAXWRC3CWkFQQJM993x2+tV6K3mmeCk4Gfhi+Pw5fzlB+vK7RLyz/I19yj8PAQPCqcN6BSxF1UdeR9QHzwihiE4H3YeZhu1GvgZoRQJESkOyAcWBREAVvrm9/Xxcu/i7cbqLeqY533keePg4gDiXuIy4ZzhseLO4prkFuWe5T3mM+Xn5Pjkr+W+5Bbl9eMY5J3juuOz4c7gVN803qneJN003u3dAt/N3v3gIOH1413luObT51DqgusC9BH1pgQbA0AVghcNIAwn1CXWMBoy+jkDO3c+Kj44QstCFT2fQSw7pDixNc0qQSwMJdsg2RyIEjwSZQtaBlIAGv26+DPzKvLe7PrvMe1I7Rfubuwe8hjyMfTa99v56P15/24DhAjMCi0RwRM9FkIZKhkBGaMagRygGXoaVBSBFekR9A1gDf0HrwOWAQX8KvmQ9m3xHe7g6W/nqeXA41vhnOEe3ancd9302o7d6drv2k3b/tsQ3knf3t6q4DLh0+Bq4sbjYuPe5S7lfebL6NHoPOvm6Wrp7etI63Lte+4d8JzvoPJ58az0x/WB9YX4nvXS+kz8LAG9ArgSYBTaHjQcwxmSIxEliTCyMEAzMTK6NF8ufjIhNvoyXjMDLUgp7SlvI+0iBh4hGHYXnxD3Du4NdArAA6H9/vkn+K/6ofZ896f05/KM8+bwXPO89Y/0NPUa9rT40/xh//0AfwFfBJ8HcwgqCx4LCA19C8IObw5zD98OYwxoCqoHWwiEBo4CgQAx/Wv5Qfcg9gL0sfBn7zDr2uk96Cjn8+RV4d3hIOHK3/3gk+CT4AnhwuCc4QbisuSa5IDlAubd6MbqVupO7QLtsu0y79/uOPGR8azyTfLh8nbwQvSX8db0+PK98ovxNPV49sj+VwUNC7kNSwwKDCUU2BpPJDkokSjkKKgmjicLLPwxGzShMtUuKSxkLLIpYCnMJtkjFiGeHDYZtxftEqcN8QfEBO8DogH9/pf6yPc/8+nxKfA+8cbx2vD97hfub+6/7/3w4fJG9Yf3sfmV++v89/5qAN0BlwMIBikHKQmrCaQHcwgfBlsIzgdhCC8HqgWiAUT/8fym+4P7YfjR9gL0wPHo78rtJOsb6sLnXedI5ufkIuXa4unhfuFe4p3j2+RI5KDkPOQO5l3ngulN6znsCuzP6yXtEe5Y8D7xJPIP8RLyiPL48lT0APd89yX7qP94Bp4MEAzrDo0OHRdeHkclJSnBKlopoiYQKFAtkDRoNqEyOy72KL0n4SeFJvInYyOTHnwXBBNcEdYNJwrHBWIDrv//+9T3TvSA8+Dws+9b7zfvxe8r7fjrS+xv7v3wsvKs9Aj2n/ch+Kb7s/26AZEDpgTNBfoGqgcGCTgIBwu3CRsKEgmECDgI6gX5BPoBGgHa/mb9Rfqr9+72x/P78W3xde6V7SfqGOlg5mPldOUq5N7j/uIB5PTh/uK641Pk8OXE5qfms+he6VHsgOy+7bbuDPDy8GjzQPXn9Hj2KPXx9Xj2zPg2+87+wwK/BhYMRAqZDo0OthX6HZsihSY4JvokxSQkJ4EsFDJbNFYvZiu0JjslHid2JUcnNyJdHFUWdhA+DxkN3gqEBhsDk/4E+mf2bvPk87fybfEh8Trucu0/7OfruO1N8GXyCvMi81r0jPWZ99X5m/31/+kB2gJVAe8DiQTCByAIqAgyCMQGgAV9BJgFLgUoBY4Cbf9D/Uj7jvmX+IT2UfXh8kHwY+6G7OnqL+lJ6LbnyOeV5ozlsuSy5EXlleZ756joZOkM6VzqGOtX7svvi/G38hzzj/Sq9QP47/hC+3f7RvzH/A79O/77/6IBOgVkB3cLCQ+kDL8Pcw+CF3UcTSCAIX8fcx9eHqciCSZbK1EqJiTnIOscfB6FH8Af2h71GBkUQA4oDF0MpgsGCX8DyAAi/Ar6UPhY9w/4Z/YR9cny0vH78a7xwPGX88r0gfVA9Sz2sfeO+Rb8Zv0P/y8A8QBKAfgCegOABRYFLgWGBTYEKgRqAtcBVQHrACz/kP0u/OH5i/jL9nv1xPSs8vfwQO7e7D/sGOuo6nzpO+kD6PHn8eeq5+PoQem36Wvrsusl7eTsDu/u7yTyhvMF9a32fPeg+YD6gfyB/m8AEgIzA/sDzQWtBrEJHgt6DIkNeA3IDrMPARJZEscTkhPRFm0WWxaQFlIVKhmTF+EZdhcpFysUFhMwErsTmBUWE7kPhgylCXQKlAneCuAJpwbvA3sAUgAyAXACOAEdAHv+zfyq/M38h/7G/0T/pf4x/bn9D/9K/zoAmQC2AN3/LP9W/+P/rv+Z/j39afzz+1T7cflz+DX3AvZX9Yn0dPPp8VjwpO6e7jruvO5U7RbsHOwq6+frceu77JjsN+037dbtmO5b76Xw/fCa8jf0+fRv9cX21/ZZ+b35EfxX/JD9uf3U/lv/ZwHaAlwDPAT/BF0FLweQCMMJNAwiDGkOyg0YEIgQIhNRE1IV/xReFT0WrRa3F+AX+BfuFrkWTBWeFTcUMRQKE5cR9A8pDoAMzAqICTQH/AXGA44CbwB5/1X9Ivwz+kH5Ffhq9wD3zfXi9J3zRfPb8hbzCvOa8qDyf/Hp8T7xwPHM8YXxjfDF76LvAu9D75Lux+yv7K7qOey17C3sXe6S7E3wPe8B8nrz6/Vf+cP5Yf1D/ZYB5gLTBcMJxAukDgMP+g8BEksTDhYYF5cYfxjsF00XHRdcGNQXUxfcFG4TtBEMEJkOxwyOC/oIEQfvA7cCCQEh/yD9SPsn+vv4fPeW9g725fX/9Nz0yvRj9dn1Sfb69s737/iR+vP7uf33/q7/pQAMAswD0wW5BsIHtgcUCKIIAAmZCckJ1Al5CLwH0AZJBlcFmgR0A2UCzgCc/8v9Zv0o/Jf6PPkh+Ez30fY99rz1KPVa9AL0x/MN9G/1wfVp9dP1uPTR9jv3HvmO+Sf6sfmx+Xr63vr8/Lb8Yf3T/Av8b/ye/AL9rf1J/TH9vvvt+w37C/wZ+7j7u/qR+oz67Pnq+hb6lfst+mD7SPvK+1f8C/zx/JL8of12/p/+3f9//wsAewAgAQ8DGwNlBCoEzwTnBNMFhAb/Bn8I1AeiCLkIQQnDCZQJVgpqCRMLqQoEDBwMrAuvDIkLHw1LDAsO1g2+Db4NKw1DDWwNbA09DacNSwz+CwcLwwmOCWEIbwcaBhwFJwMkAh0AUv6b/eT6dPrU96320PSM84XxhfFJ70/vC+6d7GDt9erq7B7rAu0T7RHuJu9t7/XxEvI69ZD2i/iP+0z8c//IAL0C/AX6BsMJtAqpDGYNkw7dDwYQixEhEboRGxGIEAwQ2Q6wDokNkgwwC58J6wc9BucERQMvAqUAOP8G/kD8d/vy+RL5Ifhk9yP30fbo9n72v/ac9sv2h/cV+N34jvkW+rv6ZvsW/CD90f2x/mf/RgD9AOkBWQItA4sD6gMfBKwEFgV0BUsF8wS4BIkESAQBBKMD8gIkAiYBhwC6/1D/mf6K/S78WvtW+nb5i/js91L3ivZJ9qr1jPUL9b70ifS49Eb1tvXL9mf2vPe398b4cfmR+qz7dfwI/dH9sf5b/wUAbwClAEoBPgFVAUoBMgHlAKUAqgBkAEwAy//R/+b+RP9G/un/UgCM/OL9uf0o/NP8xf0C/Vv9e/zz+6r8W/2W/bH+iv14/Qv+dv4m/7T/QACBAGcB4wHJAoUD7wM8BD8FpwY6BxoIBgnXCEQKXAoTC10MMQ3EDdwNNA46DqoO3w7rDg4PpA57Dv8N/w2hDd4MPww2C70JQQkpBwsHuAT/BDIB8wTjAbv6BQCs+zT8J/qf9/33DPfc9Hf0j/QK8yfz3vP48ovxP/N88szzH/Sd83X1sPV+9jv3Z/iX+L35nfqV+7L7iv0A/gn/7//UAD4BJALDAgoDDQRKA4MErwNdBQcE3AZFBawE/wbZBVoGTgTfBT0GpAVCBAoFFgVpBX0EjwQwBMoETgQwBNgDBwSdA9gDaAPDAq8DggJ6AwwCTQIeAjsCkAEmAYUB2gADAS8AXgB1AGoA0f/j/67/kf9z/1D/ef9n/+D+dv4v/in+s/1J/fz8jPyq/Bb8QvvY+j/64flN+Qb5nPgn+Ez3nPZ49g72tvV19Ub1xPSP9Jv0yvQF9YH19/VD9tH2Qfcs+Cr5mvlo+pv7V/yz/YH+UP9qAHMBggJFA04EuATTBSUG0AZAB7AHMgh5CMUItAiuCMsIrgh5CAkIaQf6BpsGFAaGBf8EgwTGA38DnwJZAuMBSgHaALAABQB//5b/G/+2/uv+mf7a/qv+8f5M/jv+Nf5M/pn+ZP57/kb+dgLL/TX+QADg/p/+wP81/pz/Xv7N/Lz+1v0x/bz+Kf7W/QD+lv3R/Sn+uf0d/mr+6P3G/2z9Jv86AIH+NQCo/yMAigFMANoAlALpAdEB1QIYAsMCDwOOAvgCLQPJAiEDDwPVAvICqwLmAskC2gKfAkECXwKCAgwCJAK6AWcBIAFhAQ8BOAGfAF4AFwBeABcAqP/7//3+Jv+f/pn+cP52/gv+C/5b/QD+fv2n/fH8C/7W+8j+Av2w/M383/zi/f/7mPy2/Ir9BfyM/Ib8fv03/ej9F/4y/xX/BQCNAB4C9QF6A9gDvgSYBcEFTAfCB5wITwgkCQAJXwlkCbEJ5glZCUcJ6QioCEQIgQf6BrkG0wUEBVoEYgPaAssBqgAdAHP/Nf54/Vf8vvtI+276w/k2+aL4VvgJ+Nr3t/dS9yn3+vYp91L3yPfC9yf4Mvii+F/52/lF+g37m/si/Lb8W/0j/gP/nP8XABoBYQFfAjMDRQO0A8YDNgRfBDYEsgRxBAcEdAPaAuYCDAKFAd8AOgAh/7H+m/0C/XX8IvxO+8b6jPrb+Rb6vfns+WL6iPmd+qH7/PpG/J78uf2r/hv/FwA4ASABJAIKA68DEwSyBNUELgUuBQoFXQXKBKYE+wN0A6sCWQK0ARUBRgCW/+b+C/65/RT9XfzE+zb78Pr2+pf6gPqR+pH6GfsT+4n73Pv5+4b82fxs/QD+ZP7C/ub+kf8RAIcACQFEAWcBeQF5AX8B9QG6AYUBWwFKAVsBTwEVASYBMgEsAUoBhQG6ASQCAAJZAuwCIQPeAw0EZQQEBWMF8AVmBtAGWAe2B/cHigiECBgJLwnjCPoInAhhCDIIqgdeB3IGDgZFBU4EbgOIAqgBTABW/xH+Vf3z+976rPmR+M73APcC9lH14vQx9MzznfNR8wrz7PK98tvyCvOp8yX0g/Rp9Xj2pfc8+ZH6gfyx/nsATQIZBN8F1Af6CHkKuAvHDLkN0w44D4gQqxD4EJkQTRD7EZsNABDQDW4MfQtfCYgJUgcEBVQECgPfAKj/h/5D/cr7/vkw+Wf4jfds9g72ofYu9aT10/U99lX2sfdH93/4BvmI+fz6SPuw/Bf+Uv7X/1IAJgHpAXAC5gJiA24DlwPAA4UDbgNcA+YCwwIqAkECigEgAc4AZABkAJb/f/9q/mT+p/3i/Z78jPyb+/z6dPrm+Sf6dvnA+DL47PfI98L3zveH9wz39Pah9rn21/bL9hH3L/cj9+D3Ifh/+OP4Kvnh+Rb6r/qV+/n7zfxV/cX9n/6L/0AAAwGWAWUCvQIzA3QD3gNaBIkElASPBIMEpgS+BKwEoAQwBK8DYgPmApoCXwLjAUoB6wAjAFgA1/9n/2f/zv4D/z7/RP+R/8v/xv+TAG0B8gJ9BKoFOgdVCA8K1QuVDcgOxQ+TEFwRcRI5E/wT6hN+FA4U2BNIFPwTSxP7EY4QJg+bDQQM4Am2Bz8FPwMmAZz/of19+8P5jfcg9nL0EPPj8SPwPe+B7vntj+147eLt7e2N7kPvKfAt8XfyhvO49EP2fPfX+DP6pvvf/Ez+ef+TADIBjgJKA+oDgwTVBPkE+QQoBRYF2wRaBOQDGwOIApwBbQE6AEr/k/5V/ZL80PuX+tX5DPky+KX3+vbR9uv1Y/Uo9af0svTE9Mr0h/VM9VX2ivZB9674ovgz+pf6Zvvl/Ir9Cf/fAFMCmgSnBlsIPAsfDQkPIREZEp4TKBVvFVsWeBbuFr8WIxdNFx0XABfxFQsVqRPtEuwQ/Q4IDakKeQjwBd4DBgL1/9z9IvwE+uP4+vZj9cfzMPL38Ojv6+5j7vntj+3i7QvuvO5+7wbwq/Bi8Ufy+PLq88r00/W59uz31/jy+eT6xPsu/BT9+v1q/ub+2v7g/pP+ZP47/sv9Dv3x/Dr8vvsf+zP61fmR+ML3APca9kb1cvRL8xzzZfK08YXxLfFt8d3xR/LW9Hn43vqW/d3/YgOWCLILaQ7OEFkSWBV8Fx4ZQBy/Hcge4x9CIPkisySHI8QiwyAPH+Id6hrYGJAW7RKED6QMtAo7CSUGnwKW/yv90voP+Dr1XPNt8fTvpO5j7vHuwu6S7v3ure9t8XfyDPJX8wL0NPWW9hH3xvhi+q/67fs3/S/+G/8+/zj/kf/A/2f/lv8h/4v/hf8b//f+4P5S/vT9Pf22/J78xPsx+8H6UfqA+tX5gvlH+dH4kfgV+Gr3HfcU9oz1rPRU9N7zu/Py8jPzlPIH8h7yt/DM8bfwovGX8STyw/Le8yv0zfUG9+P41P4LABAFeAZQCooP2xJjFU0Z/hm2HLEeoh0oIxcj8SP0JHsjnCR8JRkiPCJzH1QbxxrCFWwUuBKHDvUKnAigBMYDxv8R/FH6ePah9F/y7PC38FjwnO8d8GrwNvJf8uzy5PPn9GH2k/eo+Mz6e/zc/Zz/IwBZAuwC4AIzA1YDBAORA58CyQInAwwCbQHd/0T/9P1p/JH6Evkh+KH2/PVU9Fr01fIM8sLwfu/H7qHtaOwY6x7rA+o46sPpD+oj6TLqiuj96RvqA+q06qjqJOtF7AvuVO0b8UHwMPK+9Pn0i/jP+aP6FP22/tH/ygZ/CtQQ4hQmFi0akR8nIewlViaFJnUqrCeJKUMrvyuEK/kpdiXCJSIjwh6YHKsXExTpEUkNRAo1CRME6wDE+wz5sfdC9Fzxfu9t79Pu2e517kHwFfEJ8Wvyx/OW9ir5tfqS/G8ArgFLBfYFQAeuCM8JhAiXCgQKFQrGCt8HRAg0B8QE7wO0AX//D//W+4D6Hvm59kb1gPOr8EHwze7S7GDtMOt965Tr8und6p3qFerd6vvqYurN7NjqAu2d7KHtC+7z7QXumO7x7tfvKfB28ILyxvGM88T0j/Sz9nD39PYt+m34E/vn+wL9Qf7R/5n++gFzARkEPQaVBk4LOwmsEk4SFhquGN4aHRyFH8Mg0iFyJFQiJyZRIf8iWyTtIpchyB4oGhccFRgaFuQTrg/fDoIJSQjnBC4FIwAR/hn7Ufpc+gn4EffB9Tf2pPV+9lL3oPny+ef7Qvtn/w8BXwI0BTAE6AaNB5wI7wiLCikJ4Ak7CXUHHgmPBj8FxgPd/2H/K/3m+br4F/Wy8jby8+0i7p3qfugd53rlxuO45GLjauKu46jha+Sa5JjlWuaN58jnHus86yju3e/C8CfzP/Nb9l730fgB+YD60vo6/EP9CP3c/Xv+/Pzp/5v9nwDi/eD+T/0R/ikAVf3OALv8F/5G/tb9m/3I/q39bwAeAicD0wylCWsSdwseEoMSwRqhG7of4B7HIWMjviLpJl8nXyfyJ0MkaiVnJiIjHCPzG6ocCRgMF3QThA/8DKoFMAS8/hf+Bfws+Pn0MvF88HXuoe2v7EvsS+x67HXuF/Ds8Fr0NvIo9X/4fPkv/rn9gQDfAKsCugPqBcEFUQUIBuoDzwRIBCoChQHR/ev8J/rm+V73x/UE87Hwfu+P7SvtjOwB68Dqc+qi6tXrM+yY7JjsF+737lbxgvJo8+f0ofQj98v2Hvlr+T/6JftB+Uz8XPrY+qz7dvkQ+gH55vd5+H/4F/eh9rf3TfIV+CX0zfUO9mz05fWN96by7/iP9E77tfoVAeEEKAXJCxoGahBhDzMYZht4HcAfrh9yIvcjaCjlKkgpyCxuKJgqQinAJlYopyJ4JCogOx7tG14XaBMrDWMMzgcxBgoD0f0H+1f1B/RH8lvvou+v7NLqG+qT6b3pouoB61HsbO3N7m3xEPOJ9Mv2xvhi+pb9Ff/CAAYCagIkBNsEeAaqBU8GhgVfBCgFwwJ8An8BSv/U/pL8bPum+Vz4OvWB9Vnyw/LX8VXv1+977i7ub+4X7hfuXe7i7VLuVe8y7/LwnPGO8nrz4vTS80P2EfVY98D4J/h6+nP40fjp+Az5w/m9+a74UPgd9xX43/WR+Lj0HPW/9uDwoviy8pH4xfYI/VX9NQDPAhUBjgkaCHwQDhR4FF0agxkZG2sgBSPsJzMoLCtLKAgrbihMKjEr/iekKsUkxCIKId8cXRpeF48UwxCPDa4IEAUyAQ79LvzI9wv1ffRb70Duyev76jjqkeqL6vvqa+t67CLsXvAS8Lb1N/Yn+Mz6HPzx/iABOQPYA54F6gUxBukI8QdfCX8ITwbWBgEEoAQbAzgBvABy/Yz8XPpl+QD3h/Ut8y3xn/B77ofu9uxu7FnrKutt6grsd+si7Hrstey+7W/uiu8X8D7x4/HV8lT0ZvQ99hr23/W892f2Vvjd+Cz4X/kv93n4k/dw91D4bPYG9/f1TPc99gz3s/Y795r5bwAp/pIF1P6qBfYF5ArYETMTqhWHFYQWixgpHvwj6yPjJhcjBSM9JLAj0igbJgYlvCMPHyEfnhyDG5MXGhZZEpAP9gzjCAUHnwJSANr++fs/+rT4xPSG86by1/Ew8iTy6fFt8YfwCfHh8rvzbPbX+Kj4zfzY+vf+gf5lAkIEKAUXBxQG7gbfBSkH8QfIB4IJjAVsBl8C+gG0Ad3/FwBh/TH7Yfin9nf0aPPj8QbwTO727A3rGOtN6bfp7uj06ADpDOkY6SHqQell62XrN+0i7u7vCO+R8SHxP/PK9Mr0XveS9cD4MfbP+Sn3X/kq+ZP3xvr39Wf4TPV99Ef3ifRh+AX1Y/Uu9cr0ofs3/W8AhQG//WsE9QPfDkEQLhWhFF4VZBduGg0idiWLJhwo6yM+Jrommyk7LJspPCmZJWkjyiKsIFwfchsKGoMU8xL9DgQM7wi4BHACi/+Y/HT6I/fk87TxsfCc70fwDu8o7t7suOsd7kDuCfEw8kfym/Ss9PX4gvly/fr9CwBnAWoCCgXhBAUHWgaHB7wHfwhhCJkHTwb5BOoD8gLVAlsBuv+K/RP7Zfk4+Nz2tvWj83zyZPBh79/uV+4d7ursCO3D6z/sr+z27JvtSO3z7Y3uze588Lfwl/GX8aDy8vKd80j0evMC9CX0WvSb9Dr10vP/9OHylPLH87TxB/QM8rLyQvJR86zylfRs9Af7Kf5z/0cCsf70Bm0IoxFDFIIXFRgHGTEbKR4GJakolSmqKv0lrCe3J+sqKSzMKKYnviLBIZcf5h5aGxsYBRWZEIcOiwqcCC4FeQEJ/138tfq0+NH2JfRf8qzyrvEW81/y0vG68RvxkvPq84r2/fdE+Hb5jPqw/Ov+mQCuAasCIQN3BBAFaQUxBnIGuwUCBgQFiQSXA5QChQE6ABv/Bv5d/Lv6rPlM99H2gfVC9HrzFfG98GfvSe8a75juyu0l7Zjskux47UbuDu9+74rvs+/g8Ivx5/TS82f2kvVh9sX22vfs9+n48fet9gH7MfY++FX2Lfr39X30Nfc09cX2CvP39Sb2w/IC9l31T/ZK+MH1BPrb+Sb9pf4sARUDiQTkBaIIPQ1kDjASBBMZFFIVGBcQGnIb/RwmHUAczRyhG28c0xwFHLgbEBp9GRgXkBaHFVoU7RI5EVMQZw++DfAMPAtWChIJ9wdVCBcHcga4BK8DyQISAkcCugHxAGH/ZP65/UP95fxG/Gz7o/q9+TD5bfgh+Fj3y/Yx9s31OvXW9KH05PPB8/zzB/SD9GD0d/TQ9Mr0qvVs9lj3t/c++H/4NvlL+k77e/zl/Df9W/2z/Xv+A/9z/3n/c/+r/kH+O/5B/rn9/Pzz+9j6z/kB+Tj4Efff9ef0qfPs8vXxIfFH8L/vZ+/f7qTu2e4y70Pvy+9S8L3w3fEK8yX0afUx9kf3ovhR+tb7N/2r/oX/mQB5AcMCnQMcBZIFbAYFB8IHVQjLCHwJzwmrCQ8KlwoHCyoLXwvbC9ULbgzNDCUNZg3iDToOZA4gD5wPLxBqEIIQAxFQEX0S4RL4EiIT5xLnEhYTKBMKE+cSUxJiEQMRcBDLD/cO6A3HDJQLzAqZCVsIxAZvBakDJAL9AHP/TP4a/Rb83vrb+R75Yfi89wz3nPZy9jH22fWw9cH1e/Vv9cH15fU99k/2lvan9uj2avdH9+b31Pfg9+D3zvcs+Nr3q/c197/2ePYO9qT1KPXi9FT0kvMt88Py8vK38k3yR/IY8iryJPKs8hbzUfMC9HL07fSk9T32Qfef98D4R/nm+dL6YPsL/Iz86/xb/fT9cP6l/sj+yP62/o3+sf7O/rb+tv5q/nv+Qf47/lj+gf7I/gn/rv9GADgBKgIzA3EEmAUFB2EI8gk2C24M/w0yD4IQ2BEQE94TlRQLFW8V6xUmFiwW8RVeFegUThTYEzkTDRL+EJwPQA7wDBAM7wraCYQINAc3BigFVASRA8MCywFKAfEAdQBGAOP/nP+i/3P/RP9z/4v/lv9t/2f/Yf+R/3//Vv/9/sj+Xv4A/rn98fwu/EL7hvp8+df48ffi9t/1svS189XyEvJn8YLwAPBV7wLv3+6k7pjupO4g72fvF/DO8HPxGPK98qPzg/SY9Zz2q/d5+FP5M/oB+xH8u/xV/ej9O/62/gn/bf+u/6j/qP+L/4X/UP/m/rH+Uv4p/gb+3P3L/X79lv1m/U/9hP3c/Qb+I/6H/tT+LP+W/wUAvAAsAbQBUwLgAoUDHwS4BGMFtQUfBk8GpwYXB2kHqgfxBw8IJgiKCLQIywi/CIoIxQjLCBIJTQlZCaUJfAl8CZ8JyQkPCj8KXApoCmgKwArYChMLDQtlC04LXwvEC8kL4QuyC6ALQgvpCnkKIQq9CRIJRAhkB48GmAWUBHoDGALaAIX/C/7T/Jv7bvr7+KX3lvaM9bL08PP+8jzyAfKL8Sfx9/DO8NrwFfFn8d3xa/I/89LzifRG9RT2HfcJ+O/41fmj+mz7afwg/ej9Nf7O/vf+Z/+R/+P/6f/G/6L/Jv8s/5n+Nf7R/T392fxv/O37yvta+/z6u/qd+pf6l/q7+t76Dfs2+777NPzT/H79AP6x/kr/0f9eAGcB6QGIAv4CfwPvA1oExAQKBT8FgAWSBYwFgAVpBUUFXQU/Bf8E1QSJBDAEugN6A2ID+ALPArcCiAIkAgwCEgIMAkECTQJfAo4CtwL+AlYDugP1A04E1QT/BEUFXQW7BbUF0wXqBeoFuwV6BToF8wSgBGUEGQSdAzMDvQI1AqgBLAGfADUA4/9b/0T/wv5Y/jv+AP7i/aH9kP14/Zv9m/2t/a39AP4j/mT+Uv6T/uv+Jv9Q/2f/i/+0/8v/7//X/5H/hf+i/0r/D//3/of+Ef6Q/U/9wfxX/O37PPuA+jn67Pll+fX4zPg4+Cf4A/jx9yz4A/gP+Cz4UPii+Ab5cfnD+Uv6wfof+9D7gfzZ/Cv91v07/pn+RP+i/+n/OgB7APcAGgE+AWcBqAHRAQACQQJBAk0COwJTAlMCagKxAuACIQM5A5EDowMHBGUEdwTKBNUEaQX2BWAGswYdB0wHewefByAIRAhbCGcIYQgmCP0HwgdeB9wGVAaqBT8FrAQNBFYDdgLRAcgAKQCi/xv/Rv6n/TH9sPwo/PP7lftO+1T7Mftg+3371vv/+0D8pPzr/Fv93P1w/uv+Vv/7/14A3wBPAbQB+gEAAkECJAIqAioCGALdAbQBWwEJAW8A6f9//yH/k/7W/TH95fxA/LL7NvuR+kv65vl2+RL5Afnv+N34xvic+Mb41/gY+TD5R/mC+bf5EPp6+t76K/tx+9b7Xfyq/EP9of0d/mT+6/5h/8b/NQClADIBeQHjASoCtwIPA4UDugMNBH0E1QQQBV0FzQUaBmYGswanBr8GHQcjB0AHEQcdByMH+gbWBrMGeAYfBs0FbwXnBHEE0gMnA2oC1wFhAbAA9f9K/6X++v09/d/8XfzE+0L7Afud+lH6M/r4+f75CvoW+v75UfqX+sz6VPvc+y78e/zx/H79Bv6N/jj/4/+NACYBxQFTAs8CVgPAAyoEjwThBO0EPwVpBW8FegU/BSIF2wS+BFoESATMA1YD2gJNAt0BfwFPAcIApQBGAOn/i/8y/87+wv5w/jX+7v3F/a39m/2n/a39s/2t/Zv9fv2//aH9rf2z/cv91v25/ej9m/25/b/91v25/fr96P0X/gD+Hf76/YH+O/6x/vH+pf7I/vEAzwmz/eH7gQAHBAYCnvxVAbgEqP8X/k8BJARVARgCjgKUBNQAjgKKAasCTwHCAJcDW//PArAAPgGi/9H9UwJ7APH+9vz9/vUDHPy2/Jv9XQyG/Gn8W/8RBwDwqgWh9tEB9/XW+/X4AvZKAxf1EwvG6koBSQbc9LD1kwBI+4P7HPWO+bAHvvQt+ugGAPeOAgT6GQ3X76oFAg218+MIAv1kCZ8Ay/8LB7AHUwJ5/7EQX/kKDMAKL/6dCiIMMfsGEN4DkwCeDBwM/PUjDssBmQfW/RcH6vomAScDG/HHBUH3//vwBVXvkP20AxvxFvzm/nv84u82EoPmrQao+IT2rAQS+ez3+QtC8sb/mAUx9GwGdgJp9ewQb/VVCAQFw/kKBXwCqwI6BYEAEAVVAeQFg/vvAzEGXv52Agb+sAcp/tz7agJTAv33KgLd/5b/EPoJ/4r9xv8U9hEHtvUCBkn9sPyqBa/6bgOQ/VwDugNwAtD7Ggjx/vb8+AJwAnv+q/7IB6n6mgIm/5oELP+KAd0BBAOf/hYFSv/dAekBOgB9BMD/SgOiAe0Ejf7iBib/mQdHAqYEjgKSBZoCdgJUBLAAUANvBdQAWwHkBREAuv/v/9sE+ftCBKr8tP9KAdH44/9W+n79Ofou/GX5WP4b+Pf38/tP9iv7iftL+i/3Av0s+Ov1F/4G+Wj6Sv9/+MIAPPlG/OsA+Pme/FADXv6E/V7+wv6NAMH67wHLAfz8ZwEA/v0ALvxn/14AqwIZ+wMB8QCl/n79gf7aAIEA7//gAukBgQAKAy8CdAU6BTEGvQmfBy8JugqOCwgNGQ3EDfUROQweEKMROg76D90PZw+PDUMPyQu7DDUJGgheB9AGhQPeA7wA7v0vAA373PtH+br41Pco9Sn39vMT9LvzZfJ082D0zvD/9OHyZPCy9EXzLfN99ILyrfZh9jbyZ/Zd9eX1LPZP9rr4Q/b88/T2IvUi9ZD2Svh68yj1yfKB9cbxaPOS81nyZ/EY8o3w+/G68drwt/Ky8uL0XfUg9qj4f/jT/Hb+gwQ9BosKUQxUDSERohbyGWAbwh4NIJch8yLtIhUmhyX0JG0mLiPfI/MiZx80HCgccxYMFyITOA/YChoIkQNbAUb+Xfyg+XL2m/Ru89fxHfAM8GPuh+5J78vvQfDa8PLwIvNg9Nn11Pem+cr7Jft/ATL/rwOXA9gD6AZ0BVsI6wfcBrkGHQdxBHcE6gNfAvH+AwE6/KH9B/vP+Sz4sPVs9t/14vR79SfzB/SI8pfz/PNy9Mzz9/Vs9HX1VfZn9tf2Yfgd98/5VvrB+qn6sfnP+Qf77Pnq+p36WfmN9yz4N/YI9or2K/SS8w30PPKo8eLvxO2Y7LrqJ+qX6sXo/+aN51/k3uXD6QPqYuzS7L3wkwDd/3QKxwWnDZgTHxu8I6AnKSwnL08y1jLvNCE9DzucOxo5YjY1OqUzHzCjKKojQiIjHqYZyRLTDK8DJv8x+3j2zfVt8THtIeoj6WTp8unW5rnow+nn7Qzw0vML9Yf3dPri/U0ChAZBCbgLXQxnD8UPdBOOErISIxBCEioSqA8DD6IIVQgEA5QCEQDc+0f53PaO8u7vpO4C7aXpFepg5qvpiOns6bHpT+ia6+frUu4v8CryKvLe82n1qvUD+FD4qPiC+ab5pvv2+mj63fgD+Fb42vdY9xr2ZvR88rTxovHI8Mvv6+6V7bvs2+uV7c3s9uxZ6wPqU+m66hbsJOsv6ZboIOj350fpvekt7M3ss+8E8wL0pQCZCeINwBGIEkUaMyG+KbcurTJbNPM3zjq1OOM7BD0jOsI6pTX1NM0x1ivcJJAd4RksFj4RSAs8BNr+dvci9ezw/Oys63DpT+jN59PnD+qT6b3rLu7j8VH1cfmE/T7/kgWPBj8KPQ0UD38RphJRE6MTwxKgEpAPoQ2jCtEImwYyAcIAhvw5+kz34fIV8f3ux+4C7Vfs7OmX6tLq8umG7GDt6+5/8VnyN/SZ92L6Ufwp/lgA0QFOBO8DpAVxBBwFIgUZBEUDfwH1/wn/x/xm+735sfcR9zH0iPJQ8ejvRu6d7I7rFeob6tHoxejr56rn/ef952nnm+Zv55Ll6+fX6CzoiOm857DnBul86aDr/+298PXx4PfR+GoJGg+qFYgX0hgKIfgnUS9hNHk0dDZUNys5rzbTOGA3dTPbMBwqlyiKJI0ekxdkDlkL+gbAAyb98fd58Ujtx+xt6oToPejr5y3qzOqb7aLxbvNn+Ib6uv/7A8MJ0A3pD7gShxU8GR8bvhsuHPIZgBoeGSAWehN+D54MMgh3BDoApPxZ+aT1OfO38ALvmO5l667qf+pi6mjsPe3Q7TLvyfJF89P1h/c4+Lb8C/77/2UCmgKRA68DpQJlAskCIAEvANb9K/vm+Xz3IvVL85nwRu5y7UjrAes16WfoA+jW5rDnTOc46I3nk+dp5xToGOkD6mXrbuwC7bjtle037RHuZu3Z7gvupO5M7l3ueO2H7sXvHfDY87vzl/gt+qIBVA24EgEZmhm3HpwkdSrwL0kyDzRKNBk3ejZiNoU2pzJIMAgrEifTI3cg3hrwE0YO8gm2BwQDbP2I+UL02POC8nnxwvCr8HPx1fLH9f33rPte/n8B5wTrB88L1w8+EecSgxTRFhsYjRflFUgU2xIvEOINlAlvBSoCLP99+1z4RvUH8r/vPe3S7HTsjuti7MnrIuxs7dPuXPHs8tb0kPYB+Uv6Y/wd/nn/IAHpAWUC+AJwAtcBOAHv/1j+Xfym+aX37fRu83PxCO8C7d3qjenF6DjoJuiq53Poouhe6fLp4+oe67jrKOwZ7Vfuze5e8ObwwPGI8vbzl/MT9HX12PMx9szzRfM/8xvxMvG38Ifuou9y73LvfPAT9DH2t/cQ+pj8hQPNDC4VjRyTHh8iGCcLLFowNTXPNfI16jYfN4U2RTZqMxkwDiv3JQ0ivx1CGUMUaQ4ACWwG7AIj/rv6/PVo8yrytPHb8nrzBfWc9g/45Pri/boB2ANAB+wJwQzdDxkS0xMCFG4TdBN3Eg8Rwg7nCxoIaQWFAbH+vvuu+GP1hfEs7/ntJe0N7bXslOsE7H3tpO7C8DDy5/Ii9R33pvnE+0n9wv5AAJ8AVQGiAb8BJAK/AdQANQCr/gj9H/vR+DH2d/Qe8tfvIu567MPr7+qT6bnoGuhb6H7oqOju6J/pc+pN67vsuO3t7arue+7N7jLv4u9q8FzxJPKC8rLyEPM28jDyWfJl8nTz0vMN9Kz0ifTW9Gn1QPXZ9Sf4oPkU/cb/zwLPBOELJRRAHNIhnCRTJ6Qq1y1pMeszWDNkM9YyhDKYMQ0wmSwfKTIk/R5LGkMWvhLxDhsKGgZQA/X/Q/0K+vr2tvUo9Tf2WPdH+VT7Gv3R/1MCygTWBikJfQsCDUkPCREeEpQSIRG/D4QNpguKCNMFfwEJ/6z7uvjB9bvzSvHr7s/rUOpz6rrqyet07JLs0O0d8OPxcvSe9RX4S/pG/J/+DwHyAvMEKwanBoQGjwZ+BngGSwUTBAACBQD0/ZX7kfg39oDzD/H97nLt1evA6tfoh+dm5q/lLuUK5aDk7eSA5XjmlebE5sTm3+cm6OPozumU633tNfAW84n0kvVh9iH4KvnM+vD6ffsB+0b8u/zu/Ub+Qf65/TH9L/57/qX+dv60/9QAfwNgBiQJjw2UEkcXgBp+HR4gByLxI+AlHicYJ1MnNifpJosmhyV7I1chjR4uHLIZkxewFfwT3hEjEO4NOQwhCsgH6gW4BOoDrwMnA0oDBANcAzMDrwOUAgYCeQGiAUoBIAERAET/Kf7r/Ej7mvnO92f2gfWs9AL0E/Ra9B/0N/Qr9JX00PSB9XL2y/YP+Ef5Nvt7/GT+nP+BAJ8ACQEJAe8B2gKpA1wDzwJhASkABv7f/Bn7JPnc9t/1/PO98ubwFO8Z7cPrA+ob6rHpouiW6Djoaecj6bznU+mi6LTqwOrN7KPsAu9B8BLy0PT28wb3q/do+kb80f1n/zgBAwEPA1kC4ALaAjMD/gLvAWEBhwCqAJH/c/9SAJ/+bwC6/5MAmQALACMACwCNACABiAItA/MEnwdTCbILbw4TErMUhBbAGJ0a0BuBHDUeASBHIH0gzB9EH5keoh1MHHoaMBkSF+IUuhGTEAUO+QvdCL8GPAQSAt3/I/7f/Db7GPln+FL3rfYR9372fPel92f4Kvlh+Ob5uPt4/bP9rf22/sv/DwGcAXACtwJNAtEBTQKlAvICywG0AbwAkf8m/+L9/Pxm/Uf5lfs79z/6dvdB9xH3V/Ww9aH0Q/bs8mT3JfSY9Uz1YPTx9b3yMfZp9Qv1ufZA9fn0ZvRy9m/1mPU/8+v1jPPi9DPzF/UW8131c/H59O300faY9Y334PeO+ZH6Z/hw/gD+2gBMAI0APwMKAzwEEwTOB8EFeAYvB9QHwQUvCe0EPwppBeUHUQXSCjMDcAkfBEEJHwRAB/wFaQU/BXQD2QelAv4J2gB7B7QD0wWvBSIF1QTSA2AGtAFgBpwB5AX4AukBfAJVAUQBi/+Z/r/9jPzz+xr97fvl/Mz6Vvqs+4H+dPr1Ad/8vwFtAZQCxASPBF0FHgt7BzwLTwj+CQ0Lyg2lCT0NHgusC+4N8QduCqcGFwcdBwgGLAHbBLwAov8b/+T6W/0G+TH7hfgf++f0Afuw9YL5Kvn7+LH3vfki/Fz6sf4k+QwC0PtVAcX93QGo/+P/LAGw/MgACP18AiL8W/1W+pX7pvvZ9dz7wfVh+CD2+fQW+mLz8vly9r35e/WM/GD7ifuZAH/4Qwaf/r4EqAHoBrIEugokBH0L/glUBGQObwUfDXgGyQniBk0JLQMaBtgDSARGAIgC2v5YAEL7uf12+aX+G/gW/ED8dfW6/4P0Qf4S+db9HPr9/qz5n/7K+yv9EQB0+joAzPom//P7Hf7x/nT62v7f9S8CNvn2/ED8KvmW/2v5jf5+/RT9Pv9W/2QAWwFfArAA9AgyAZMHugFhCDEGigaWCKQHiAkxBmQHvgQyCAoFQwb+AnQDHQB6A578wAMV/1L+Uv5o+hX/W/2j+qL/K/tB/iv7tv5X/An/AABJ/UcCLvxiAxH+sQKc/zUC3f+0/8IAIvwEA777gQA0/B/7C/6v+mz98PqG+vb8a/mn/bz3GAIY+cv/pQAp/q8DKQDuBgUAfwo7AigMnwcvB6QMfwiYDPoIugrvCOwJZgarCfAFbwWkBYMESgEnAzv+iALT/IH80f0k+R3+Q/ZU+xH3Rfpn+LH3Yf0g9mb7J/jH/Dz5av4B+db9qvzr/ob8Z/8A/jIBk/4f+xMEofurAhb8Vv8XADH7TQIN+zkDiPmfAoz89/6t/Yz80QF6+kUDFf+uAcsBmQDGA5QCOwKgBN8FogEoBXoDTgQQBZ0DcQT/BEoBEwSKAaAEZ//v/93/lv22AH79Qf6o/87+of3K+8D/b/zlAEL7rgEG/nUAhP2cASMAHQB5/7T/mQAR/h0Aof3IAG/8ZQKh+4H+8fwD/578EPru/Y/7H/sz+r/93/zV+bYA8PpE/7/9av7p/0YAbf+QAQ8Duv+ECJMAoQZCBKYEjwRpB1wDpwYpBwcE4gbaAH8IywG5BskCLQNfBFD/sADaAD7/SgGH/rT/OgD3/ub+cP5Q/379Pf1S/kH+Ff9J/fr9Y/zu/YH8TP6E/Z78Av2S/Ej7Q/0u/Mr7CP0l++j9u/yH/rL7SgET+3UAcv01AMb/xv9KARoBOQOW/zQHAP6wB6UA7QRmBsL+qwmx/v8GlAIEA2gDRwJoA9QACgMs//0AfwFQ/3n/hf/R/U8BZvsSAr77cAKP+40Awv4XAPH+lgED/38BVQGH/uQFCP1dBUT/BwRW/38DIwDCAOb+3wA4/2r+IwAm/T7/0Pue/K397ftu+oX/qfoO/TX+z/mNAIP7Sv+b/ZH/e/41APH+1ACF/+UAugEvAg8BGAIsAaYECgM6ALIEAv3oBpn++ALFAc7+agJA/MADYPskAuj9ZP7O/lD/fv3p/wD+mQDo/UH+NQIV/7r/AP5BAin+WwGD+0cCy/9q/moA4ftbAV38Hf7W+0YAgPr6/Zj83Pv7/wT6uv8m/eD+av62/rH+vP6rAjL/WQKTAGID8gKUAjsC2wRBApUGUgD0Bh0A1gYPAVYDBgKFA6wEcP75BDj/1QID/68DZ/+8APH+6wAXAN3/tP/dAbb+fwEeAnD+SAQL/u8DtP9lBKX+jwQm/z8DOAH9AJYBJv98Ai/+SgOP+1MCwfq2AFr7C/7Q+9z9hvwF/E77e/xv/MH8kvzZ/Ln9Uv7m/uL93wBb/xEA5v6xAsL+igFzAYEAIQPd/5wBTQJKAesAqAEb/wMBKf4D/4f+tP+x/lX92v6++/3+M/pz/0z8A///+7r/L/7F/UoBe/7DAnv+MgGqANf/OQP9/o8E1P4tA8UBEgKoAd8Ac/8kAhf+SgH9/tQA5fxkAFX9BQAm/b/9Xv7W/ev8A/9j/DIBTvtvAKv+6wCz/eUAHf5zAXUAjf76AWUCqAEYAiYBuv82BLAAYwXW/fIChgWH/ogCtAFTAk0CugFGANEBzwJnAXAC8QA8BFUBOAEMApcD6/6FAWIDXgCaAroBxv+CAlH8GwM5A9X5gwRD/Y0AGv1S/nwCyvsSAkn9Bfx/AZ78eP1eAJn+F/4J/4H+Rv41AOD+kf94/Y0ARP8+/87+YgMV/0D80QGlAOb+OgDXAUb+Cf8D/0wABv5E/xv/ZP7n+0UDMfsJ/zn6XAMT+9T+Pv+z/Z8Auf2KAQv+agLm/nsAOgVj/MMCiAKlANUCJAJiAxX/RAEYAk8BCwC/AbT/ywHK+wMBVf0+/9T+F/6K/Yn7LwCX+r77VAR1/Of7IAFp/KUCWP6pA9T+wgBNAosDFQFzAWwGxQFFAwQD+AI5A1wDDQSFAU4EUwKBAO0ENQDVAu//OwJGALr/3f8vACb/HQDR/W3/0f9E/wv+gf79/rH+Uv71/7YAW/26AUb8igEV/6UAmQAjABv/Sv/G/3b+jgIr/cb/Ff8b/14Ac/+L//r9ov8d/rT/T/1EAS78lgH5+4oBTPzG/0H+1P6W/xH+h/6T/tH/cP7v/4z8uv9h/17+If/X/7n9FQF2/tT+3f9zAUT/VQHu/cMCVv9nAVsBi/8/BaH99QNh/4cAhQPo/ToFIP2mBAP/ywGZAB0AKgIa/YICsf4dALn98f52/r/97v0LACv9hvyL/+79vP7g/kn9NQBV/Vj+Vf1SAOD+If9K/9r+lgEJAZ8CKgKiAYv/pgQ4AUsF6wBIBEUDggIqAvUBiwNbAckCTADdARcAAAIh/1UBi//fAN8AA/8pAM7+qP/0/T4Bav5E/5P+vP51AAD+rv9Q/1v/FwAvAI3+bwA1/i8C7v2NACMAIAGB/sb/LAHG/z7/rv/R/TL/AADm/jIB6P2r/gv+bP22ABf+nP8U/fUB2/lcAwf7IwBVAaT8DQTq+nYCkP3SA8r71QTr/JoCCf/9APcA0QGN/uYCugFtAdoAA/8nA+D+EgLR/4cAG/9nAXP/NQCTAPH+GAIL/jUAjQBeADv+WADd/1gA1AA4/6IBh/5TAob8KgTI/usA6f/1/40AXwJV/cQEI/6XA9oAZ/+jA7H+hQPc/aUCD//1AeUAqgAGAib/hQE4/+//bwBk/hUB4/81AMH8UgDI/n//WABW/xf+wP8+/5/+5v7O/sIA+v3IAPf+gf4pAEP9tAF2/hcA1v2o//r9kwB4/ToA9P3FAQb+i/8RALz+7wEa/YoB2fxcAxn7wAOE/eMBe/7VAkn9qQNh/U0CtP/X/yb/jQCz/b8BMv+0/5MAL/66AYb8zwJ6+swD6/zx/lIAGv3CAJn+9/6HAGf/igFM/lsBvP5zAT7/9wCu/9EBMgFQ/xoBmQDLAdT+ov+lAj7/kwAC/XwCf/+NACkAEf5BAuf7wwKs+4IC8/tlAtb76wBs/VIAbf8b/9cBD//1Abn9xgMG/rgEzv5LBQUAaAPxAIgCJgHLAWoCJgGuAWIDHQB2AocATwGWAYEAYf+oAVb/3f9zAQ79qwJY/v0AAAAP/zUA8f5b/838+gG7+qAE8vlUBL77UgAV/5n+ov+T/pH/wv5n/8X9dQCM/KL/Nf4y/5/+vP6b/dr+lv9k/oEAYf2qAHUAkf/1AZD9owMh/4UBZwE1AnkBKgTg/hUDPwNk/okEZP7MA1D/MgF2Ao0AkwCx/gACav71Aev8SgFD/fX/dv5h/0b+OgCi/3L9tAHE+zsC8fy6/zj/wv4vAAn/1P6TAIz8zANy/bYAtAER/sIAMv/fALAA0f8AAK7/eQHF/TUAEf4mAXP/wv4LAMj+tAP++WUEXfzSA3791ADfALAAW/9ZAqoAVgMb/68DSv8qAt3/FQGF/wMBi/95AfcAtvydA/H+uv8aARf+QABh/xcATAD9/i/+YQED/9oAtv6i/wAAkf9y/ZkA3P2BANH91v2cAb/94/+Z/lUBpf5Q/6H97//8/Cb/AP4dALb+T/0+/3//Vv/N/HMBSf2Z/jL/k/79AFv/6f9E/yABCwDC/sD/agBAALb+8f4yAbT/ywGo/64BUP9BAnkBrgFPAUQB4wEVAf0A6wBtAcsB2gDxAOsARgBSAJYBOP/6AW8AkAG6/yMAvACfACz/uv+fAAsAvABt/4EA4P6NAIf+KQDa/sD/n/6r/iP+tv6c/8v/wP84/7T/O/5n/4v/W//1/3n/SgGR/00C/QBZAukB6QEJAcUBKgLXAbECfwHpAUoBRAEMAmcBZwE4AboBnwBMABcAqP8dADj/RP+W/3n/W/+x/kb+9P25/Tf9hP1h/Zv9kP09/Q79fv2Y/PH85fzt+9/8gfwO/eX8I/6h/TX+fv3o/TH9bP1V/Vv9cv3Z/N/8KPzz+337ifs2+/b6z/k5+nb5M/pN+bH5ZfnP+Y75P/qA+jT8dv4+AXQFDwrKDeMRHRVeF9QXLRjyF7MWTxbrFcgVsBWNFY8UehMwEl4QZg0BCyAILgUhA3kBKQCu/z7/8f6x/l7+F/54/d/8Xfwi/P/7dfxD/cX9G/8J/7r/n/73/nL9Y/xI++T6Kvk8+df4UPiZ9433bPZj9QL0RfNr8m3xIfG98IfwYvGo8abyIvOG8wL0o/Op88/yEPPj8VnyEvLV8qbyyfJT8szxZPAI72Dtgusn6svo5efi5uLmj+br53bpTeu87vXxLPjX/3MIsw9NGXEg0SR3J6wp/ynSKFwoCiixJ90mqCbuJBwjpiCYHKsXEBP0DU8IWgS2AMX9bPtm+276X/kY+Tz52vdq9zj4Ffh8+XX8qP9wAikH2gljDPkNSQ+BDuINoQ1dDE4LwAo5Cq4IRgdjBZoCef9p/Ef5PfZO9HzyG/G98ErxhfE88kL0nvWZ93r6jPwD/6IBJAS7BXMIBArVC3QMSQ2MDH0LsQlpB3cENQK6/9n85Pr1+FX2r/Pv8bPvxO2j7KbrTeuI6/LrGe0i7tHvefH+8mb03/XF9g/4efhr+SH6Dfu++138wfwU/bv8Ovzt+yv7/vlN+a74n/et9gL2afUx9MHziPLj8T7xMvHa8M7wD/Ey8eDwD/ED8SHx7PBW8X/xyfLc9Lz3S/oqAoIJGRKRGOEgoSTOJUclJiTyIDId6BvSGrUa4RmmGS0YQRePFN4RYQ9DDZcKlAliCg0L7QtkDh4SPxOhFLYVYxXqE2sSYhH0D2EPYQ+WDywPhw75C+kIhgX3AKz7Cfjz9MnyRPHy8I3wR/AS8LnvW+/Z7gjvbe928DDyB/QI9vX4Nvth/UT/cwHXAWgDGwM5A+wCdAPMA8QEmwaPBpMHvwZvBZ8CyABB/sH8fft9+4b60vqG+sP5i/he9831jPN88jjxWPDi7/rvnO/T7o3uku6h7eftuO0i7h3uue+38DzyZvTf9R33nPjb+W76Tvsu/Ir9dv77/wkB1wHLAfoB/QBh/1L+TPw8+475DPl89zX3LPac9tP19Pb69of3avel9+72T/Ya9lf14vS787j0XfVz+KP6IAFUBv0OxBR4GwkfXyAwIFIe6xysGUQYkBaNF+MWohaBFa0UphKTEKQOaQxcCmQJaAqgC/kNRxBFE4EVeBYsFtwU2xIAEMQNoAu6CrEJ1AkYCesH7QS/AU/9Kvnn9H/xp+8978vv5vBr8qPzPPRU9Pn0cvTW9Bf11/Zh+KP6sPw4/x0A0QGlAhsD/gItA8kCWQIEA/4CWgRdBZkHPggJCnAJTQnIB5UGZQQEA7oBkwBt/xf+tvwW+iz4zfUT9OPxA/Ej8Irv2e7Z7rzuW+/i76XwLfHv8c/yM/Mn84zzUfMZ9Dz0UfUc9ff18fVP9iD2ufYv96v3Yfgw+Y75R/kw+W34yPdB9yn3nPYR9wD3Hffc9tH2ePZP9r/2mfdh+NX5tfrK+9z7KPwR/In76voW+nz5Ifja94331Pfp+KH7wv7JArwHZg3zEr0XbBtnHXwewh6HHnweIx5qHk0emR4SHjIdlRuSGmsZOBilF+MWuRbRFh0X7hYdFx0XkBbOFSsUGRJtD6QMIQpeB6QF6gM7AhcAlv2M+i/3E/Rc8WHvQO4i7rbuiu+f8MjwOPEn8UrxefGO8rvzQPWQ9kT4lPmG+iv7lfuy+yj87fue/Nn86P1w/q7/gQC8AEoBSgGQAdoAogG0AQQDIQMqBPgCSgM4AUYAp/0c/Ij58fdP9vP08PPs8vjyCvNF8xzzGfSp8//0vvRh9r/2R/nJ+eH7BfxM/L77bPuA+ir5+/ht+JH4RPgM+br4Qfnv+HH59fg8+TD5a/md+h/7dfzx/Jb9Bv4L/l7+I/5S/lb/OgAjAA8BgQA6AIH+9P3W+0L7pvk8+Vb4APd+9mz0uPSs8s/yCfE+8b3wLfGC8mD0iva3+e79KgLWBjkMThKIF9McJCCeIyYkIyUIJM0jNyJiIfsfJx+zHZgcHxvJGVAYQxYRFdUSrhEjENEP2Q7IDrAOIw4IDRkLWwj5BIICi/+E/cT7wfow+VD4ivZ39DbyR/Dl7lLuNO7C7ujvOPHP8qnzBfWS9X72ZPcV+On44fmb+0P98f6TAOMBTQKrAh4CtAHOAMgAQQJ/A/wFEQdHCXMIDAnxB0wHNwaABe0E2AMkBAoDRwKNAKL/p/3z+zD5y/b/9BDzR/IP8brxwPHd8Qfy9fGi8YXxqPHv8RbzcvQg9kf3l/gS+cP5Tfmm+ab5dvnm+T/6j/tp/C/+7v0D/43+k/7x/Gn8cfsN+/b6bvq7+mv5Hvmr95z2dfWD9AL0/PNC9PDzx/Ph8mXyi/EP8cbxhfGd8/LyYPSp8/n0DfRv9eX1v/Yw+Uv6s/2o/7oD6AbkDA0SIxejGqcdFR+XH9IfRyBZILQf7x9WH14eTBxXGlkZRBheF2cWVRakFRcV4hTKFMQUThToFD0UChP+EIcOOQxqCR0HgwRlAn//qvya+Sz2UfOT8LDueO2j7ATseuy17KHtFO/g8PLyQPUp93H5K/uM/Fj+1/9hASEDJASYBX4GlQatBq0GZgYaBkkGSQZmBkMGrwWkBe0ElATvAxsDnQNiA6MDvQIEAyYBFwDW/V384fnI98318PPP8rfwF/Ck7nXuZu1s7WDtyu1G7v3uR/CL8TPzvvQ19zL4Fvq4+5D9h/7G/zUAyACuAboBHgIqAh4CRAGWAbYA1//3/rH+Nf4R/sv9Zv0a/fH8zfyS/Lb8EfxR/GD7Qvv4+QH59/cX9wL2vvRy9J3zS/PD8kfyf/GC8Efwou988HzwR/K98o/0ofTr9UP2k/f1+IL5d/vH/Nr+1AAKA+QF5QfzC2oQAxbtGQIdHiCgIPggrh8HIKse6B2BHKEbJBlTF5gVThTzEj4Rlg+hDc8LCQpwCZ8JZAkbCjkK5gkUCL8G/wQnAyoC5QCTAOP/c/87/hr9//sB+yH6TfkS+a749fjm+SX7jPw1/sv/CQEMAmoC+AKLA6AEegV4BkYHjQeHBwUH9gV9BD8DywF1AFD/WP4O/f/7K/sh+tH4mfdJ9tP1TPU69db08/Qu9Wb0IvWh9Gn1ofQ09Yn0QvT28/DzHPVj9aH2APfC9/H3qPjR+Mn5VvoH+6z7dfxm/ZD9RP9t/6UA1ADvAagBUwJlAlMCtwKaAogCUwJfAlUBjQDX/zL/TP4X/k/9N/06/Nz7l/qx+Yv4Mvhk92r3XvfL9rn2SfbN9WP1OvUX9fP08/QL9e30V/Ww9fz1IPbu9nb3ovgQ+h/7UfwU/e79wv5n/wUAgQAsAf0ARAGfAGQA9f/j/+n/hwBtAYoBaAP7AzQHxwwqEvoWDRm4G6MaXRoNGQQa5xkBGQMYDhaPFH0SaBFeEMIORQwJCoQIdQezBm8HLwloClQLWQvMCgYJDwgLB6EGrQYrBgIGOgV9BP4CGgF//1X9/PoG+f33vPfm9934+/h8+aD5yfnV+XT6xvq++2H9OP97AKgBOwJHAvoBMgEdAM7+Ef4U/Z78xPsH+8n57/hY94T2IvWk9dn1s/aB98D4Ifq1+kz8V/yW/bP9Yf/X//EATwFnAZYB2gClAEr/W/87/sX9K/3r/ED8RvwR/P/7FvzQ+1H8RvyY/N/8of2b/Qv+av5G/lL+eP1h/fb8e/wc/JX7B/ti+sP54/hK+If3xfZh9iz2tvUa9g72p/b69of3RPiX+PL5OfqJ+4P7pPy7/HL91v0p/uD+9/4J/4f+av4L/uj9F/7c/cX9xf0v/rz+c/+W/y8AwgBKAd0BagJFAxMEcQQ0BawEcQS0AxUD4wGFAc4AyAAPAbwAjQB7AAUA4//L/5z/HQAdAAMB1AA+AXkBWQJ8AvICVgMKA/4CGwN0A8oEaQdoCvEORBH4EsMSehNuEwoTwxKgEoMScxFzEeAQIxADD+INYwwBC3AJEgkGCb0J/gloCtIKaAqZCZwIAwjWBkMGgAWJBDkDDAIsAcD/Hf40/ID6wPhY9372kvXQ9Gb0H/Q39MHz9vMx9BH1sPUM90r4Ifo2+0z8fv0d/pb/QADlAA8B9QHvAQYClgH9AJkAtP/r/gD+Jv1d/Bb8d/sT+1b62/lr+Sr5i/h/+Ob3k/c193j2gfWy9AL0hvPD8s/yjvK98ojy1fIQ827z8PM39L70LvWn9tf2IfiR+IL5M/qd+vP7g/vB/Bz8cv38/O790f33/n//c/8dAF4A/QDfAKgBMgHFAagBQQLvAU0CfAIqAnYCGAJfAvoBfAIkAjsCqAGFATgBlgF5AT4B2gC8AJkAc/9AAP3+UgB5/ywBIAE7Ao4C7AKRA3oDJATeA8oE5wSSBeoFBQdMB8IH8QewB40HmQe8B7AHRAjFCO8IvwgpCeMI6Qg4CKIIewflBwUHZAfWBkwHfgYaBkkGKAUcBSoEjwR6A+QDxgP7A+8D7wMqBMwDMASdA/UDwAP1A9IDEwSmBFoErAQBBB8EYgMhA58C6QGWAU8B2gAdALT/2v5k/rn9T/0I/VH8Ivxg+zH72Ppo+jn6J/r++Sr5Tfmc+H/4D/js90f3APcx9vz1yvQL9TH0ZvSv8/bzzPOG8w30K/QL9Uz1kPZn9rz3Xveu+CH4/vnb+d76Mfsu/Nn8Zv12/tT+FwD1//EAzgBfAnYC8wTrBwQKoAvnC/kNmw3IDoEOahB2EPIQ7BADEZ8QVQ9ADmANFgyvCnAJWwiHB8cFIgUZBNIDUwLXAcIAwP/9/l7+y/0x/bb8pvvE+/b6kfqx+UH5f/gV+Lz3L/e59jf2PfbH9cf1sPWM9Yz1tvX89SD26PYp95/3f/h8+T/6K/s0/Cb9F/4y/9H/pQA4AfUBmgL+AlwDowPeA4sDegPyAuYCLwIYAn8BvwEDAVsBzgDUAFgARgA6AOP/AADv/7r/rv+c/2H/UP/9/rb+pf52/oH+dv52/vf+5v79/jL/G/9K/5H/7//7/1IAOgBMAHsANQAvAPX/AAC0/3n/Yf84/xv/dv57/tz9bP0a/Yz8gfwu/FH8uPuB/AX8UfwF/Bb8//v5+xz8mPzl/Ir9Rv57/hX/Ff9h/6j/HQClACABxQFHAuACYgOjAxkETgTEBF0F9gXiBlIH5QdbCOMI+gg1CUcJggnDCewJSgqRCp0KdAr4CYIJGAlECLAH6AZyBuoFegXnBBkEbgO3AsUBCQFvAJz/4P6f/kz+4v3i/ZD9Q/1b/Sb9Dv2M/LD8Ufxp/J78kvyS/LD8x/xR/Gn8Rvw0/Cj8XfyM/MH8Dv1s/db96P2B/qX+G/9h/yz/f//A/+P/ef+i/1D/G//m/v3+zv6f/iP+uf1+/WH9Sf3x/Cv9Jv1m/Xj9rf2z/RH+L/5q/p/+tv4P/yz/c/+R/9H/y//7/wUALwCNALwAzgAyAVUBigHjATUCTQKCAoIC1QLmAvgCFQP4AuYCmgJHAq4BlgHaAJkAKQCW/zL/av6//QL9Rvx9+7X6M/qx+Rj56fjd+Mz4QfmO+Rb6nfox+/P7mPz0/c7+kf9SADgBGAKxApEDGQS4BFEF/AXoBmQH2Qc+CL8IJAlfCY4JnwmlCY4JQQnjCGEIsAe5Bh8GUQWDBFADNQIJATUA/f4G/gL95/vY+sn5BvkJ+Ef3p/ZP9vz15fW29bD1XfWB9ar1Mfaz9sX2WPer9zj4xvhN+az5IfrB+k77KPye/BT9m/0v/sL+UP/R/0YAqgAgAboB9QEkAlMCagJwAnYCjgJqAlkCJAK/AaIBTwHfAIEAIwDL/1D/8f5M/vT9hP0a/eX8tvxp/G/8afxp/IH8tvz8/GH9s/01/rb+Ff+F/yMAwgA+AdEBTQIPA3QDBwRIBIkEygQoBYwF2QXqBTcGJQZaBkkGhAabBsQG0AaVBtAGpwaPBlQGDgbBBW8FNAUcBaYEjwQqBPUDlwMtA7ECRwLvAa4BcwFVAcgAtgBkADUA1/+F/2f/If9W/0r/Vv9Q/3P/ef9//5H/nP9Q/23/Yf9z/3n/UP9W/z7/Sv9b/1b/Pv8h/xX/Jv9Q/1D/OP/3/tT+9/79/g//If/3/uD+1P7g/rz+gf47/hH+4v3i/Zv9fv1s/Sb99vzr/Mf8Av32/Br9iv0L/of+zv4P/0T/uv8pAIEA2gBEAZYB0QEMAjsCcAKIAogClAKIAoICagJwAmoCZQJZAioC7wHpAagBlgFtASABwgCfADoA3f+c/zj/A//C/qX+av5k/tz9p/2E/Rr98fyY/Lv80/zx/Pb8IP0a/Wb9hP2K/dH94v0j/lj+e/6x/iH/OP9z/5H/y//j/8v/BQDv/8v/wP/A/67/i/+W/1b/W/8s/wn/6/68/qv+vP68/sj+4P79/vH+1P7O/ub+9/4P/w//G//m/g//If9E/z7/Jv9Q/w//W/9K/3P/Z/9n/67/rv/G/+n/BQCBAKoA8QB/AVsBcwG/Ae8BAAIAAvoBAAI1AnwCggK9ArcCjgJfAnACJALXAcUBcwFKARUBzgCBACkA9f/G/6L/UP84/xv/Ff8D/wP/If9n/1b/hf+W/5H/wP+W/+P/BQBAAHsAjQC8AOsA2gDOAOUA8QADAQMBMgEyAQ8B9wADAdoAwgADAcgAAwG8AKUAdQAXAAUA1//d/5H/c/8+//3+vP6T/lj+C/7F/af9cv1h/SD9CP3Z/KT8nvy7/JL8pPyY/Kr8jPyY/Ib8jPyB/Hv82fzH/BT9Mf14/cv9F/57/s7+Ff+R/wUAgQAgAa4BTQKrAkUDAQSUBBwFngUfBoQG9AZMB58HyAewB7wHzgfOB7wHkwdYBwsHrQYlBpgFFgWUBA0EbgMtA7cCQQLdAVUByAA1ALT/LP+r/vr9kP03/Zj8Ufyy+xn7evry+YL5HvnA+H/4UPjx99T3pfef99T38fc4+G34+/hf+eH5bvrw+mz7C/yq/AL9s/1w/gP/Yf/p/40AvAAaAXkBtAESAoIC4AJKA4UDnQPYA94DBwT1AxMEGQRCBB8EAQQTBNgDEwTvA8YDxgOvA3QDSgMhAwQD7AK3Ap8CdgJ8AhgC0QFnATIBDwGlAFgACwDX/3//OP/r/sL+Nf7R/b/9m/1h/RT9wfy7/HX8dfxM/Ez8XfyB/HX8jPzN/Pz8/PxD/Vv9hP3R/cX9Qf5q/of+q/4J/zL/bf9//8D/y/8RAFgAjQCwAN8ALAFKAX8BqAHRAekBDAIkAk0CUwJlAlMCZQJNAlMCagJNAioCKgIAAukB1wGiAX8BYQFEAUoBRAFzAX8BhQFnAU8BLAEgASABGgEJAd8AwgC2AJMAZAA6AAAAwP+L/2f/Sv9b/yz/6/6r/o3+dv5S/kz+ZP5q/mr+TP5w/nb+k/6T/rH+wv7r/uv+vP7g/iH/Jv9b/23/i/+u//X/9f8jAGQAdQC8AMIA8QDaAOUA8QDxAN8AAwHlALwAwgCNAJMAUgBqAGoAUgBqAC8AOgALAMD/lv+R/4X/f/+F/6L/UP84/1D/Jv8J/+b+2v6l/o3+jf6T/pn+yP4J/xX/OP9K/3P/nP/A/+n/HQApAEAAZACNAJ8AjQB1AHsAsACBAIEAWAAvAOn/BQALANH/tP+i/7T/ef95/zL/Mv8m/wn/UP9h/5z/uv+c/7r/uv/p//v/AAAAAAUATAAjACkAHQA6AAUABQAFABcAUgBvAIcAdQB7AGoAgQBeAG8AagB1AHUAOgAjAPv/4//1/67/nP9n/0T/If8b/w//8f7I/rz+av57/oH+O/57/pP+zv68/s7+zv4J//f+If8+/2H/ef9//4v/hf/d/8v/1//A/+n/6f/v/wUAHQAdAAAAFwA1AEAARgCHAJ8AyAAPAQkBCQEmAf0AAwHrAA8BCQEVASABGgEPAfcADwEPAQkB9wDrAPEA5QDrAOsA2gDOALwAnwCfAJkAdQCTAG8AXgB7AJMAjQCBAHUAkwCHAGQAWABMAEAAWABGAFIAhwCHAKUAwgC8AM4AzgDxAA8BIAEJARoB/QDlAMgApQCNAFIAUgBSAC8ABQAFAOP/4//G/4v/hf9h/0r/Mv8s/yz/D//g/ub+5v7I/pP+sf7r/sj+tv7x/tT+5v4J/9T+Cf8D/+v+Cf8m/yb/Vv+c/5H/nP+0/4X/nP+W/4X/y//A/7T/1//j//X/7//A/8D/nP+u/7T/qP9t/1b/OP9K/z7/bf9W/z7/Yf8+/1v/OP8h/z7/OP8m/zj/Yf+W/6j/9f8LACkAewCNALAAGgEVAW0BywH1AQACXwKIAogCsQLDArECzwK3Ar0CmgKCAi8C1wG0AXMBPgHlAJMAXgA1AN3/rv9n/yH/6/6Z/jv+L/4R/tH9uf3i/Yr9fv1s/Zv9hP2h/dH9Bv7u/Qv+I/47/oH+tv79/ib/Mv9W/5b/ov/v/zoAOgCBAKoApQC2ANQA3wDfALYA1ADaANQA5QC2ANQAqgCNAF4ANQBAACMAEQDv/9f/0f/v/8b/uv+i/5b/ov+o/6L/kf+F/2f/Z/9h/0T/ef9K/4X/nP+o/7T/1//L/5b/0f/L/xcAQAB7AJMAyADUAPEAOAE+ASYBMgFKAYUBkAFtAZABhQG6AYoBTwFKAQ8B1ADfALwAewBSACMABQDd/67/ef8y/zL/G//O/tr+tv6N/o3+e/57/kz+Rv5Y/l7+av5q/mT+n/6r/rH+1P73/iz/G/84/0T/Vv9t/3n/lv+u/9H/3f8AAEwAZABvALAAnwCwAMgAzgDxABUBCQE4ASYBFQE4AQ8BMgHUAOUAyADCAPEA6wDfAMgAvACqAKoAgQDUALYAtgClAHsAhwBvADUAZABqAGoATAApACkAAADL/+//xv+o/7T/ov95/5H/Sv8y/yz/Ff8b/yz/Mv9K/1D/LP9Q/0T/Pv9W/2H/ef9z/3n/hf9n/2H/Vv9n/1b/W/9//7r/ov+o/7r/ov+6/8v/3f/X/+//+/86AF4AbwBeAGoAkwB1AJMAdQB7AJMAXgB1AFIAQAApAAUA9f/v/8b/1/+0/9H/tP+u/6L/uv/L/8D/6f/p/yMAAAD7/9f/6f/v/7r/xv/R/9f/y//L/67/nP+6/6L/lv+R/5b/wP/A/6j/wP/p/9H/BQApAEAAbwCNANQA6wDUANoA2gDUALwAwgDOALAAzgClAHUAWABGAAUA9f/R/7r/uv+o/4v/nP+i/5b/nP+W/4X/kf+c/5z/f/9n/3P/Yf8y/yb/A//x/gP/9/4h/wP/D//9/iz/Mv9K/yz/UP95/5b/3f8AAAsALwBeAGoAbwCTAN8AwgDfAN8A8QDrAN8A8QDfAP0A9wAmAQkBFQEsASwBAwHrAN8A5QCwAKoAnwCfAKUAkwCNAF4AKQARAPv/3f/X/+n/wP9//4v/c/9t/zj/Sv9b/zL/W/9K/1v/bf9z/3n/c/9h/2H/RP9t/6L/wP/X/8v/9f/1/zUAEQApAF4AOgCHAF4AewB7AJkAsADIAN8A/QAJARUBLAEVASYBIAHlAN8A8QADAcgAgQCTAJMAKQAdACMA4//L/8D/kf9b/1v/Mv8J/+D+yP6f/nv+dv6N/o3+ZP6N/p/+n/6H/nD+dv5k/o3+jf6N/p/+sf7U/ub+6/4D/0r/Yf+u/5H/+//G/ykA3f9SAOn/hwD7/8gAAAD3ALT/SgFz//ICaQe++/gCGALUALr/GgHlAJkAUv4h/6oAZP66/wkBef+F/6j/c/8+/+D+RP+6/w//Z/8FABcAhf+u/2oAjQCi/58AUgAgAQsAWwEPAUoB2gAaAZABewDxAFgAVQEXAG8A9wBeAEYACwD1/wAAUP81AKL/Jv/1/zL/Vv/C/qL/xv8L/ov/ef95/w79wgBE/1H8UwIm/XP/bf8+/zL/D//A/5b/HQBk/tEBpf6wAGoA+//1/3MBkf9tAbwAjQCNAD8DKguw/EUFtQUgAUgEZABqANIDh/7e+uACwfqR/3r6+gGh+yv9i/9m/ev8XgC7+kcC4v1W+qoHyPfvAZMAK/1tAZYBTPfbC0H5BQDUBxb6OgXdAZH/nP/sCb70+AnL/4n7dQdJ/dH/SgPr/EYAowMp96oHP/qfAGoAo/o2BFv9NvngCQrz0wXg/nT6GAIJ/8j+XfwiBXj2Zwhh9nEEHf7F/ZH/JAIW+qEGNfeGBWQAtvUXDnX1QQJWA7b+jPyuCOb5KgLZBZf4nAhGAPH8tQUVAy36awtR+lcFowMdAMIAoggS+cYKp/2NAKcGof0D/xQI4ftW/58H4vZ2CeP4TwHpAUP9cv0SAsL+HPqhBjf23gN7/OX8ogFX/BX/ZwEH+wUAWQJ3+4EAxQG4+4gCC/xhAbz+ov9R/NAGmffGAwwCz/k+CI75pAcQ+kQIiPnEBDUAvwG2/PoIrPlPBnD+1AC0AQsAcwHx/OsH1PdkB5v7vQKTAAP/SgF2/uACl/obA3kBHfcmCHz3gAWJ+2T+IAHr/g37BANv/EcChvpKA1f8dAM7974Le/W6Aw8Bu/yXA3v+0/x0Ben/SvhfCSX7Pf2sBJ78AP52AvH8XAOB984HnfoP/4ICrPnTBcP5jgJu+tMFNvnd/1oET/bZB2b9/vlDBpH6WwE9/XIGqfOvCuH7vP7hBMX9IwDKBkD80QEhA1sBzgCNAMwDHQDA//AFUfwvAtsEW/1/ATgB4AL4+VAKRPiuAV8E7/j/BIz63wUh+GUEkvwR/HIGxvic/2cBHf7Q+/sDp/1m+3oD0Pu8ADv+PPt0CsHzdwTLAaj4fwhw9+YCQQLH/Pv/iwPu/Wf/owPn+/QG7Pn1A3sAUAN9+6AEXgDdAaT81gZhAUn98wQkAob8SgpH92EI7//p//f+LQMLABEAdv7/Bqj4yQJZArP9Bv6MBVn5WQItA/L5lALR/ykA1vsxBrX6GwPO/gAAQAAJAVX9MATT/KL/2AOe/PUBnP/d/4f+YQHrAAv+8gI9/ewCYf1zAR0A9/4DAf0AnvyJBHf75QBy/Y4C4fvv/28AeP1GABH+QQLM+oAFJ/quAWoCm/vyAnn/ewB+/UUDIP1/AbP9WABw/p8Avvt3BOj9wfxiA4H8VASK/Uz+mgRS/qH9gwST/hv/gQDjAd3/ef/lAAAAWgQM+TAEVQEX/rcCpvsnA7oBLvxqAFcFevoAApkALP+t/XYCwfo8BFX94fs5A8j+mPwI/ZEDgfyF/7n9nwIO/eb+Jv10A0n9WP5/Awv+qgDd/7oBLwDa/vsDUP/I/j8F//tKA9EBQf7DAikAtgB5//gCCf8kArT/WAAsAYT9CgWV++wCAAAj/sv/aAOM+lUBnwKX+qUCSv/9/iMA6/7d/4UBQPyrAp/+hQGT/v3+2gI8+3UAFf8+ASP+Rv5AAMD/sPwy/6IBN/2fAg375AM1/mf/lv31Ab/94wFP/awE4v1j/KMDWP6wAMIATQIh/9gDtvyvA90BAv3pAYoBLAEX/icDC/4SAoH+vABPAf3+If/p/ycDUfxoA5P+jf6lADj/gQAKA838ef8HBEb+Ef6sBIf+vABW/8b/aAN1AFL+9wDCAAb+5AOZ/qL/+wNx+1YDxv8C/bAAlgHi/YH+3f+u/y/+G//3/u//qP9AAO79eQER/qL/YQHR/578dgLfAOYCxf3IAO//pQBh//3+vQLR/YEAvP55AcIABv6KAYv/1P41AtoAp/1nAUz+f/9YAH//bwAAAFL+Mv95AaoAf//v/7YAJv9SAC8CHQBkAP0Ac/8dAAn/0f+N/hoBy/33AMj+VQEb/xX/rv/LAfz8nwDR/6X+TAC6/6L/OgBMAKH9iAIR/r8B/f6i/6L/tgDa/j7/dgJb/WcBbf8A/jsCAABn/40Arv+TAKj/DwF//28AvAD3AFIA1ADd/9f/5QB7AFD/sQIX/lv/JgGwAF4AhQEpANf/3f9GALr/RAE4/1IAf/9KAUz+xv8eAkb+UgD3AMb/tgAp/jUA9f+T/gMBNf77/3n/4v0V/ywBEf7x/v0A8f4RAD7/qgA6APX/W/97AEYAzgAAAP3+nwDX/+b+9wCR//0Ai/+6AVD/BQARAAMBrv9Q/4oBn/4dAH//uv+qAJwBkf9kAG0B8f51ADgBTABeAPcA1/9GAAsA+/8dAAkBxv+u/9f/Jv8h/6L/2gAP/14Ahf+u//3+FwBYAGf/hwAjADUAWABb/xcAwP9qAEYAHQD7/+//RgCu/84AOgBSAKj/IwAb/93/6f/g/i8AOP9eAHP/Z/9n//X/lv9Q/23/QADr/lD/hwDu/UYAxv+Z/v3+CwAh/3sA5v4+/9H/RP+0/yMA+/9n/yz/i/+6/6L/nP+TANf/WAAdAEoBhwBvAMgATAAJAYoBbwAPAS8AFQFSAEQBjQCi/ywBYf+wAD7/AwG6/xcANQBMAC8Ac/+HAOb+bf+i//3+ov/U/kT/5v4AAJb/A/95/0YAyP7G/0AAFf8XAEr/jf5t/3//e/4FALr/RgAb/28AEQDG/xv/agDX/5H/agC0/2oAjQBQ/wsAWACR/8v/y/+2AN3/tP9SACkA7/8RAEAAagB7AEr/nwBqAK7/7/8LAO//1//X/1v/OgAjAJz/TACHALYA7/9kAJMAkwCBAFIAqgDp/yMAWABGAF4AUgCwALYApQAJAXsAmQAVAXUAWACfAOn/hwDv/8v/UP81ABv/tP9h/yb/c/8RAMj+G//d/23/c/9n/x0AbwAFAC8ANQBkAN3/ef/L/x0Ay//p/40AIwApAF4AUgAPAToAkwC2AI0AjQBSALT/WADL/0T/0f8m/yH/nP+u/0r/7/8AAN3/qP/X/1IAAADG/+//f//A/0T/G//G/2f/yP6R/wAALP9z/7r/9f+6/8D/UgDd/8b/NQALAAUAgQA6AO//qgC2AMIA2gClAHsAewDlAG8AZAC2AFIAbwA6AEYACwBMALYAUgAvAGoALwCTAPv/BQApACMALP/d/+n/lv9b/93/f/9Q/xEAqP8RADoAy/+L/4cAuv/L/y8A+/9n/1v/tP9h/23/f/9t/4v/3f+6/4v/4/8XAAsAOgAjAHsAewAFAG8ATACBABEAKQCBAJMA5QCTAKoAvAA1AHUAHQBkAGoAUgBt/ykAtP9W/7T/wP9z//v/OgC6/ykA6f+6/93/7/8FAMv/ov+R/6L/xv+u/3n/IwDv/x0AwP8vAOn/HQBMAMD/ZAApABEA7/8jAMb/rv/A/8D/1//d/23/nP/d/5b/4//1/8v/xv8RALr/wP/G/93/lv+i/+n/0f9t/93/nP9h/0T/RP+c/zj/Sv9n/3n/wP84/8v/+//A/67/4/9MADUAagCNAIcARgBvAKUARgDUAI0AwgDfAMgA/QClAOUAyACNAG8AUgBeANH/QAD1/3//wP9n/23/bf9h/w//W/8V/+D+Jv/r/v3+Vv9E/1b/bf+W/0T/kf9b/3//Sv9h/4X/c/9z/2f/i/95/8v/tP/A/xEAWABSAO//HQAvAPX/9f86ABcAtP9GAPX/+/8XAOP/OgAXAGoANQCZAEwAZAAjAGoAWAApABEAKQD1/0YAWABMADUATACfAIcAbwA1AG8AKQBMAIcAgQBqADUARgARADUAWADj/9f/wP8AAB0Axv+W/9f/nP/X/8v/AAD1/5z/kf/7/yMAQABGAAAAOgAjACMANQAXAPv/CwAAADUAdQBGAMv/FwDR/7r/nP9Q/4v/c/9n/3P/hf+c/yH/0f8dAAsAKQCTADUAbwCHAEYAXgBeADUAAAB1APv/3f+6/67/wP/X/wsANQALAO//UgB1ADUALwBAABcAFwCwAJ8A6wCNAGQAagCZADUAZAB7AEwATACZAEAAZADj/9f/lv/j/9H/y//v/+n/f//A/8v/wP+o/5b/1/+i/xcABQBAAO//CwBAAGoALwAvAFgANQB7AO//+//j/1v/nP+F/5b/1//v/5b/lv+c/23/nP+W/23/Vv9t/5H/uv/d/1v/bf/R/zL/UP+i/3P/tP/R/93/KQApAOn/+//1/xEAIwAjACMAFwAXAGQANQA1ACkA7/8LAFgAZABGAEwAHQDp/xEAEQD1/zUAQADX/+P/QABvANf/6f/L/2oAy/8pABcAXgA1AAAAUgBvAHUAmQCTAHUAMgFYANQAqgC2AIEAtgBGAFgAQADA//X/3f+o/2f/UP+x/tr+pf5k/jv+4P5q/nD+dv6T/sL+jf62/rz+ef95/5b/7//1/+//IwBMAGQAgQCTAJ8AvAAVAdQA6wDIAJMA3wDaAA8B3wAVAcgA8QC2AGQAqgBeAAAA7//d/3P/Jv8D/w//9/7m/gP/sf6T/ub+vP79/gP/9/79/tr+Pv/m/ib/LP84/1D/Mv+o/67/1//X/wUALwC2AMgA1AC2ANoA3wDxAAkB2gAVAesAOAHfADIB2gDlALAAsAClAHUAewCBAIcATACBABEANQAAAMb/wP+i/5b/bf8J/0r/Sv84/0T/G/8h/z7/Sv9b/4X/Z//d/7r/7/8LADoAKQAvAGoAOgBYAIcAmQBMAHsAgQCNAGQAEQBMAGoATAA1AEYAFwBGACkAIwBGAAAAuv/A/67/xv+i/zj/Sv8y/1D/9/4m/0r/c/9b/5b/y//R/2oA9f9GAEYAUgApAAAA6f8AAPv/CwAdAAAAFwAFAEYABQD1/zUAgQCNAIEAwgDaAJ8AkwCZAJMAtgClALAAqgC2AI0AhwBMAEwATABYAFgAIwBMAIcAewBeAEYAKQAdAAUA3f/v/+P/lv+o/4v/Z/9b/5b/LP8P/xv/G/8V/z7/LP8b/xv/Z/+0/3n/kf+i/93/AAAvAC8AKQAAAO//AADd/wsAHQBAAEwAXgBMADUANQAXABcALwAdADoAUgBYAGQALwAjAAUAwP9//23/W/9z/zj/Ff8+/yH/Pv9h/0T/Sv95/5z/qP+u/wAAxv+u/67/tP/d/9f/xv/X/+n/RgBAAEwAZABkAEAAdQCZAB0ARgAvAAsAZABqADUATABeAEYAdQC2AI0AbwBGABcAIwBGAB0AHQD1/9f/6f8FAN3/6f+o/67/0f/L/93/3f/p//v/1//1/wAAnP+o/4X/nP+R/93/+//7/yMAEQARAAsAHQARAFgANQBkAEYARgBSAC8ALwD1/xcA6f/d/+P/HQApAPX/FwD7/wAA1//1/ykAEQDv/+//6f/G/+P/CwC6/8b/y//G/6j/wP+u/6j/qP+o/7T/qP+0/5b/bf/G/8D/y//v/93/CwARABcAKQAXABcALwApACkALwBGAGoAZAB1AG8AewCBAI0AmQCqAIcAsADrAMIAtgCNAJMAhwCHAF4AgQBeACkARgAvAAUAFwDL/wAA6f/R/+P/qP+u/7T/kf9h/0r/G/8b/zj/6/4D/yz/LP8h/yz/G/8s/0T/Vv9//67/rv+0/9f/xv/L/8v/y//X/wAA3f/7/xcA9f/1/xcAHQARAC8ABQAXAOn/4//p/+P/6f/d//X/0f/L/7T/wP/G/+P/4//G/+P/xv8AAO//y//7/7r/f/+0/67/Yf+F/5H/hf+W/8D/uv/X//v/wP/X/8v/3f8FABcAAADv/x0A6f/1/wAA9f/v//X/FwBGAEwAUgBMAFgAQAA6AB0ATAApAEYAOgAjABEAEQAAAPX/AADv/ykAIwApACkANQAjAC8AKQALANH/9f/p/wsAtP+c/wUA+//R/6L/CwDX/8v/6f/L/wAACwAXAB0ACwAjAB0AXgA6ACMAWABGAAsAOgBMACMAWABGACMAUgA1AC8AUgA6AAsACwApABcABQAXABcA+/8FAOP/ov/G/6L/wP+u/7r/nP/A/67/ov+c/5b/nP+u/6L/rv/d/+n/4/8LAN3/9f8AACkAQAA1ADoAQABqAG8AjQBSADoAUgBqAI0AbwCBAJkAbwCBAIcAXgBMAFgAQABAAEwALwAXAB0A4/+u/6j/ov+L/5H/ov95/4X/rv95/7T/xv+o//X/0f/d/+//4//7/93/3f8LABcAFwD1//X/FwDj/xEAKQARAEAANQBMACMAQAApACMAIwALAAsA9f/1//v/9f/v/xEA0f/1//X/3f/p/+n/+//j/8D/xv/j/+P/xv/j/9H/+//p//X/4//d/wAA+//1/+P/BQDp/+//CwAAABEAAAAXAPv/FwAvADUANQA1ADUATAA1ADUAIwAXADUAKQA1ADoAUgBGAHsALwAvACkAEQARAB0AEQBMADoAHQApAC8AFwAFAEYABQAFAMD/wP+W/4v/bf9z/4X/W/9Q/3P/Sv9W/3n/Vv9E/1b/OP9h/23/Z/+c/3n/hf+c/7T/nP+W/9f/7//j/8b/AAD1/+//KQAXAAAA9f/v/y8AKQALABcAHQAFAAsABQDp//v/CwA1AB0AHQAvAOn/4//1/+n/0f+0/93/3f/7/x0ACwDd//X/3f/j/wAACwARACkA+/8jAEYARgApADoAOgBGAFIAKQA6AEwAXgBYAG8AagCZAIcAdQCNAGoATAA1AGoATAApAB0ACwAXAO//7//d/wAAwP+6/8v/1//G/7T/qP+6/8v/nP+i/3n/kf9z/5b/ef9z/2f/Yf+R/5H/lv95/5H/rv/G/7r/nP/G/6j/qP+R/5b/rv/G/8D/0f/R/+n/BQDp//X/6f/j/9H/AAAFAOn/HQAAAOn/BQALAAAAAAAAAO//4//1/wAA+//p/9f/4//X/9f/uv/A/7r/0f/L/9f/4/+0/8D/+/8LAPv/EQA1AEYAZABqAIEAbwB7AIEAkwCHAGQAewCHAG8AhwCHAIEAhwCBAJkAnwCHAIcAbwBGAB0AFwApAAsACwALANH/y//L/67/ov+u/8D/lv95/5H/ov9z/5b/hf9z/3//bf9Q/1v/c/9z/3P/i/9t/5z/nP+i/9H/1//j/+n/1//G/+n/7/8LABcAUgBSAEYAWAA1AFgAdQB1AIEAbwCBAIcAgQBqAF4AWAAjAB0AKQBAAEYAFwApACkAHQAjAAUA6f+6/8b/xv/G/5b/uv+6/6j/tP+W/3//hf+o/5H/wP+i/5z/lv/G/7T/xv/R/9H/0f+6/7r/6f/R/8v/wP/p/xcAEQApAPX/CwARAO//7/8dAOP/AAAAAB0AHQAjABEA9f/1//X/AADX/93/3f/1/+n/4//p/9f/0f+i/8b/0f/j/9f/7//v//v/6f/1/+//BQDv/wAABQAvABcAFwAvACkAIwAAACMACwBAADUAQABeAEwAQAAvABEAIwAAAPX/IwBMAEYAHQAjAAAA6f8LAPv/6f/1/wAA0f+0/8v/uv/L/8b/ov/R/7T/y//v/93/1//d/wsA+//7/zUALwAXAAUAFwBGABcAUgBGAB0AIwBvAGQAWABYAFIAUgA6AFIARgA1AF4ARgAvAPv/BQARAO//6f/p/xcACwAAAPv/CwALAAsA7//G/93/y//G/+n/0f/A/+P/7//L/+n/tP+0/8b/0f/X/8v/xv+i/6j/ov/A/67/3f/L/9H/1//j/wUACwDG/9f/4/8FAPv/AAALAAAAAAALAO//9f8AAAUAKQD7/wAAAAAFAPv/AAARAAsAEQAXAPX/CwARABEAEQAdAAUA9f8LABEALwAAAB0ALwA1AFgATABGAF4AOgBeAFIAWABeADUAHQAjACkANQA6ADoAIwA1AAAA+/8XALr/4/8AACMABQD7/+n/9f/X/+n/4//A/8v/xv/j/8b/0f/v/+P/CwAAAOP/+/8AAOP/7//X/93/0f/L/8b/1//L/8v/0f8AAPX/7/8XAPv/6f/R/wAA6f/j/wAACwAFANH/6f/X//X/xv/A/7r/uv/A/9f/y//X/5z/uv+0/5b/3f/A/+n/xv/j/9H/qP+c/5z/nP+i/7T/qP/G/9f/qP+i/+n/9f8RAOn/3f/p/wAACwD1/+//FwAFABcAHQBqAEAARgBvAFIAagBSAFgAOgBGAGoAOgA6AFIAOgAdABcAHQAAAN3/4/8FANH/7//j/5z/lv+i/3//hf+L/4X/bf+u/67/i/+c/4v/ef+L/3n/bf+F/3//lv+i/4X/f/9z/1D/Vv+W/3P/nP/d/+P/xv/R//X/y//j/7T/4//v/xcAEQA6AB0ANQAXABcALwBAAJMATABMAFIAXgBMAEYATABMAGoAhwCHAJkAXgB1AG8AKQBGACMANQBAAEYAQABSAF4ALwALABEA7/8AAMb/7//j/8v/9f/X/7r/wP/R/+//AAALAB0A6f/v//X/EQDv/9f/1//G/8b/7//L/+n/4/8AAAAA+//1/9f/7//j/+n/4/8FAAAA9f/7/wAA0f/G/8D/wP+6/9f/xv/A/93/tP/X/9f/3f/v/+P/uv+6/7T/rv/R/9H/xv+6/9f/y//X/+//3f/7/+//9f/p/+//7/8LAPv/y//d/+P/6f/X/wUAEQALAAsA6f8FABcACwAdAAUAHQApAAsAFwAXAPv/AAAAACMANQAXAAsACwAXAAsA+//7/wsAOgAvACkAIwAvAEYAKQApAB0AIwAXACMAAADv/yMAHQAdABEA9f8dAC8AHQAvAEYANQBYAEAAFwD1/wUABQAXAEAAQAAjAEYAEQALAC8ARgAFAAsAEQALAC8AIwARABEABQDp//v/+//7/wAAHQAdAB0A0f/p/9f/1//p/93/9f/1/wUA3f/7/9H/4//R/wsAHQARADUAIwAjACkA9f/7//X/AAApABEAOgBAAEAAQABGABEAIwAjAEAANQA1ADUAIwA6AEAALwApAPX/HQARAAAAEQAAABEAKQARAO//xv/d/+P/0f/L/7r/wP/j//X/4//G/9H/3f/X/8v/6f/1/+n/AAD7/+//7/8FAPX/3f/X/7T/uv/A/9H/y//G/7r/qP+i/6j/ov+6/67/kf+0/5H/0f/A/8b/+//j/+//6f/v/+//9f/X/xEA4/8AABcAHQD1/+//6f/L//X/6f/p/9H/1//1/+n/1//R/8D/wP/R/9H/7//X//v/y//j/+P/7/8jABEAIwDj//X/IwARAAsAFwAjACMA7/8XADUAKQApADoAQAA1AAsAHQAXAPX/FwARAAAABQALAAUA3f8AAOn/9f8FAO//7//X//v/0f+i/4v/ov/A/6j/qP+R/5H/kf+c/4X/kf+6/8v/wP/A/8D/uv/R/8v/7/8RACkA7/8pAMv/FwAXANH/6f/v/0YAHQApAPv/BQBMALT/6f8FAN3/y//A/8v/xv/X/6L/ov+F/4v/lv+c/3P/W/+W/1b/Vv9n/zL/f/8y/1v/Sv8s/1v/lv9b/6j/ov+6/9f/ov/v/8v/BQALADoALwBSAGQAgQBMACkAmQCHAJMAwgClAM4AqgCHALwAhwBAAI0AkwBvAG8AgQBSAG8ALwBeAEYAUgApAF4AZABAAOn/HQAXABEAxv8XANH/3f/R/6L/IwC6/+//wP8jAMv/RgARAC8A4/8XAFgA7/8XAAAAFwAvACkALwBMABEAgQApACkAQAAFAFIAQABAABcAKQA1ABEAHQDv/ykAOgAXAAAA4//7/+//6f+0/8D/tP+6/9H/y//L/8v/y/+o/67/uv+i/7r/1//L/5z/AADj/+//4//1/wAAOgBSAFIAhwBYAHsAXgBeAB0ARgBSADUAXgB1AIcAewClAKoAmQBkAEAANQA6AN3/CwD7/+//BQDX/x0AwP/A/8b/i/+c/3//Yf+6/5H/f/+0/7T/UP9b/3P/W/+i/2H/Pv+L/3//i/+R/4v/wP+W/67/y//7/8D/+/8AABcABQDj/ykAAAARADUANQA1AAAAWAA1AEAAIwAjABEABQAAALT/4/+6/7T/uv/R/wAAtP/R/8v/3f+c/8v/1//R/+P/7/8dAPX/NQAAAPv/1/8XANH/AAARAAUANQAXAEAAIwCBAEYAbwCBAFgAewB7AGQALwA6AC8AFwBAAFIARgApACkALwA1AOP/9f+0//v/7//G/7r/qP/d/5z/tP+R/6L/ov/A/4v/nP+c/5z/nP+W/23/y/+6/6j/rv9h/9f/y//X/wUAHQAXADoAEQAXADUALwBSAGoAdQBMAGQAKQBeAC8AHQBqAN3/KQAFACkA4//j//X/wP/v/67/nP+u/6L/lv+c/5z/ov9W/3//ef9h/23/Yf95/3//nP9z/3//nP9h/1D/f/+o/5z/lv/p//X/FwA1ADUATAA6AEAATABqAFIATAB1AEwAagBeAGQALwBSAEwAOgBAAEYAagBkAEYAIwAdAB0A+/8dAAAA+/8XAMD/1//G/+P/xv/j/9H/3f/G/9f/0f/p/wAAxv/X/+//7//G/9H/3f8FAPX/BQDp/wUA7/8XADoAOgBMAJkAWABSAFgAWABMAEwAHQBAADoATABGAEYANQBAAEAALwA1ADUAZAA6ACkATAAAAB0AEQAAAPv/6f81AEYANQBMAFgAHQA1ABcA7/8RAAUAKQALABEABQApABcAEQA6AEAANQBGAEAAXgBYAF4AgQCBADoAQABGAFgAXgALABcAEQALAOn/AADL/+P/6f/j/wAA0f/A/7r/kf+6/6L/nP+W/67/Vv+F/3P/kf95/yz/Yf9Q/4v/Pv9//1v/f/9h/3P/Z/+L/3//Z/+L/6j/rv+R/6L/qP+6/4X/xv+u/8v/tP/v/8D/3f/L/93/tP+6/+n/6f/p/+//9f/A/9H/f/+i/8v/tP+c/8D/lv+c/3P/RP9n/3//Yf95/4v/kf+R/5H/nP+6/5b/1//A//X/CwDX/8D/FwDv/x0ATAAFAEwAIwAjAEYARgApAEAAdQBvAHsAjQCZAJ8AhwCTAJ8AgQB7AGoATABvAHUAWACTAIEAUgA6AEwA9f/p/8v/1//7/7r/1/8LAK7/y//L/+P/1//X/7T/ov/L/2f/lv+F/3//c/+L/8D/1//L//v/wP8LAAsA3f8XAPv/CwALAEAALwAjAEwAOgA1ADUAQAARABcAjQApAIcAKQBSACkAEQAdAPX/IwC6/wAA4/8AAPX/uv/1/8b/9f/A/x0AAAAFAPv/9f8RALr/6f/X/wUA6f/7/+n/IwAXAO//y/8jAAUAOgBAABEAKQD7/wAA+//1/+n/3f/d/xEAxv8XACMAxv8FAPX/4//p/+n/7//R/xcA0f+0/93/9f/G/8D/0f/7/wAAIwAjACkANQALAAsA9f8dACMARgDp/xcAZABSAEYAQAB1AF4AdQBMADUALwBeACkANQARADUA6f81ACMA0f8pAEAAAAARABEA4/8FAMv/4/+6//v/y/8XANH/6f+6/9H/BQDA//X/y/81AMb/FwDX/ykA7/+6/wUA0f9SAMb/IwDv/x0A9f8FAEYAEQA6ANf/RgAdAG8AHQAdAHUAWAA1AEwAQAB1AG8AkwClADUAjQAjAFIA+/9GACMAy/81AAsA3f+i/+P/0f/j/+P/3f8FAAsAtP8jALT/tP+6/6L/6f+L/9H/Yf95/3P/i/9t/yz/ov9n/6j/0f+F/23/f/+W/2H/bf+c/3//Yf+0/8b/ef+0/7r/hf/L/+n/hf/7/wAA+//v/wUAuv/p/9f/kf/A/93/AAC6/+//4//d/8v/AAAdAO//BQDd/9H/7//X/+n/CwAAAAsAwP8FAB0AAAAXAAAALwDL/zoA+/9MACkAKQBSACkAZAARAEYAEQARAAsAOgAAAG8A9f8vADUANQA1AAAAdQAvAF4AKQBMADoA6f8pAAAA3f/R/xEA1/8vAOP/KQC0/y8AtP/L/xEA+//1/xEA7//7/wAAy/+R/93/AADp/yMA6f/p/xEATADp/wAATAApANf/NQAFAEAAUgBAAMv/HQBYANH/TAApAPv/3f9eAPv/KQDd/wAA+/8LAC8A6f86ABcAEQDR//v/1//L/wsA1/8RAAsA4//v/wUA6f/v/9H/9f/X/67/AADj/6j/qP/R/7r/nP/L//v/nP/d/8v/xv+c/8v/uv/v/93/6f+0/yMA4/8vAMD/1//X/+//+//R/0YA6f8RALr/XgDG//v/3f/L/9f/wP/d/7r/uv95/+n/qP9//8D/lv9z/7T/ov+R/6j/rv9n/zL/xv+c/4X/+/+c/4v/1/+u/23/wP/R/5z/wP8dAGf/6f/1/67/6f/G/8D/wP8RABEAIwBkAAsAEQBMAMv/RgAjAMb/7/81AB0A9f9GABEALwBqAB0AZABMAGoARgBAAO//gQBeADUANQCHACMAbwB7AC8ATAApAEwAagBAABEAWABqAAsAOgAXACkAEQBGAPv/HQDj/x0AOgDj/+P/4/8AAN3/TADX/wAAuv/d/8v/+//R/8D/uv95/+//kf/X/9f/6f/X/wAACwAAAOn/7/8FABcAKQC6/1gAHQDX/0wAHQD7/zUA9f9//wAAKQDv/93/+//7/wUATADd/3sABQBqABEAEQDX/14A1/8pABcAagALADoAIwDd/+//AAAdABEAFwAFAG8AWAA1AAAARgD7/wsABQAdAAUAqgBGAB0ARgA1AAsACwD7/x0AEQBAAOP/7/9eAAAA4/8vAOP/wP8dAB0A7/9AAAAA+/8LAN3/9f8vAB0A6f8FAKj/BQD1/8b/4/+c/8b/wP/R/3P/LwDj/5H/W/9MAFv/uv+u/8v/ov/7/5z/lv+0/4v/1/9Q/6j/hf/v/8v/lv/X/5H/y/+0/6L/3f+6//v/9f/7/5z/FwDG/x0A3f8pACkAwP+NALr/IwDd/ykAwP81ANH/IwD7/xEA0f/X/wUAi/8LAAAA3f+6/0AAEQAAAG8ANQAdANH/FwBGABcA+/8pAOP/mQCZANf/BQDv/yMA9f9eANH/FwBSAOP/EQDv/wsAUP8jAMD/y/8FAAsAFwCu/14Auv/v/zoACwARAOn/9f/7/wUAAACc/zoAxv+6/9f/1//A/6j/6f/R/67/i/8FAMb/wP+i/+n/rv9t/yMAbf+R/4v/3f9//8b/nP+L/93/uv+o/4v/4/+F//v/Vv/v/+P/OgBn/wsACwDX/xcAuv8pAPv/QABAAMv/0f+NAI0Alv9YAEAAFwA1AG8AwP9eADUA6f8RAF4ANQAAAJkA+/8pAEAA7//d/xEAOgBYAPX/7/9GAMv/XgDd/93/7/8AAAAA3f9GAK7/CwDd//v/y//G/wUABQCu/1gAuv/p/wUAHQDd/2QABQD7/y8ApQCW/1IARgDX/5H/IwAjAAsAHQDL/wsAEQBAAJH/NQARAKL/NQARAN3/+/97AAUAHQBMACMAxv9YAOn/9f9SAFgA0f8vAJ8A7/+qAGQA6f+fAIcAjQAvAC8AFwBSAHUA3f9YAAsA3f8vAIX/7/+u//v/AADv//v/ov8jAMv/BQD1/8D/0f8pAIv/FwDX/ykA4/+0/7r/6f+6//v/IwDd/93/NQA6AEwAFwC0/wAA7/86ABEACwC0/2QACwAFAO//3f+0/9H/LwD7/+n/IwAXAAsAOgDp/x0Ai//1/zUAFwC0/wUA7/+0/yMA3f/A/yMAwP/1/93/3f/A/+P/ov/G/wsArv/X/wUA6f+u//v/+/+W/+//0f/R/6L/qP/A/5H/7/+c/7r/bf+0/7r/bf+W//X/y//L/3P/3f+6/8b/y/+u/wsAc//v/6L/HQDR/1v/OgBSAOP/hf+lAOn/7/8vAJkA7//d/93/QAAjABcAwP8LAFIAy/+0/zUARgCu//v/0f9eAAUAAACu/0AA9f8vAMb/EQARANf/AAApAAUA+//X/93/FwA1ANH/tP81AOn/1/8AAAUAov/v/7T/kf8AAB0A9f/R/wsAIwDR/1IALwDG/wUA9f/X/8D/1/+W/2H/ov+F/5z/Yf/L/2f/Z/+i/3P/nP/L/6j/ov+o/8v/uv/G/6j/tP/j/6j/ov/p/+P/rv/j/xcA0f8RAB0A7/81AC8AXgA6AEAANQBAAHsATAA6AC8ARgBMAEwA6f/1//v/AAD1/0AA3f8jAEYACwDX/xEACwARABcAHQAFAAUAQAALACkALwC6/x0ARgA1ANf/HQBMAEYAWABkAGQAAAAjAAsAKQAXACMAIwARACkAZAAAAC8ALwB1AEwAWABGAFIAagApAAAA9f/p/wAA6f/X/8D/HQARAN3/BQCo/yMAewCBAOn/4/+W/+//BQDv/+P/7//1/6j/6f9AABEAQAAjAN3/4//G/wUAFwD7/7T/CwA6AOP/AADX/+//9f/d/wsABQBqACMANQBkANf/7//7/xcAEQARAOP/FwCBAEAA4/81AMv/FwDR//v/FwBGAPX/rv/X/6j/4//p/8b/9f/G/ykA7/81AOP/1/8FANH/xv/j/wUA1/+o/9H/lv+c/9H/xv/7/8b/HQCo/yMA+/9AAEYAIwARAAsAIwBeAEAALwB1ABcATABYAFIAIwAXABcAKQAvAC8A9f8dAAUA+//7/wUAFwDp/yMAEQALAOn/uv+o/6L/f/+R/67/xv+u/8D/4/+u/8b/ov+o/4X/uv/j/8b/uv8AABEALwA6AFIAQAARAB0AnP/L//X/9f8dABcA+/8RABcAwP+o/7r/0f/7/1IA9f/A/5b/wP9W/7r/Z/9K/5H/kf/A/3n/kf9b/wUAwP/X/67/rv/A/1D/i/9z/3//Yf+c/6j/c/9t/3n/bf+o/4X/qP/R/7r/tP+u/7T/1//j/wsA6f8jABEAIwBAAEAAEQAdACMAIwBeAB0AQABAAEAAgQBkAEwARgBeAEAANQB1AFIAHQBYAEYANQA1AEYAQAAXAFgAIwAXAC8ALwDj/+//HQDX/wUACwD7/+//FwAFAPX/4/8AANf/4/8XAOP/+//p/+P/9f86AN3/6f/G/67/wP8AAOn/1//7//X/7/8LAB0A9f81ADoAEQAvAC8ACwD1/wsABQAAACkA3f/1//v/BQApAPv/+/8FAAAABQD7/+P/3f/G/8b/6f/R/7T/0f+c/9f/CwAvAAUAKQAFAPv/+/8LADUAEQBMAC8AIwARADoAy/8FABEABQAjABEACwD7/zoA0f8RANf/BQDX/xEA7//7/wUAKQBGAC8ATAAvADUALwApAPv/EQALAAUALwAXAOn/EQDp/+//7/9MAB0ACwARANH/6f8FABEA0f/p/+n/BQDj/xEAIwDv/ykABQA1ABEAEQDj/8b/HQARABEA4//1/xcA9f8XAOP/4//1/+n/BQD1/wAA7/8dAAUA9f9GABEA7//p/8b/tP/v/+n/7//p/9f/AADj/+P/uv+i/6j/kf+i/5z/xv+W/4v/hf+R/5b/kf+W/5b/0f+0/+P/wP+c/6j/rv9//5z/wP+L/8D/tP/G/xEA0f8FAOP/+//1/+n/EQDv/0AARgARABcACwAAAOn/4/8pAPX/CwDp/ykAEQALAB0A6f8dAPv/UgAXAB0AIwAdACkAHQA6ACMAIwApAEAAIwAvAEYARgApADoATABSAFgAdQBAAEwARgAvABcAOgA1APv/IwApAAsACwALAC8AHQAXANf/IwAAAC8AFwD1/+//y/8FANf/3f/L//v/4//R/8D/uv/L/8v/y//G/8v/y/+c/+P/4//L/+P/y//d/+//6f/1/+//9f/X/6j/3f/G/9H/AAAdAMb/uv+0/5z/ef/L/6L/6f8FAMb/3f/v//v/7//j/+//AADA/wAA4//1/8v/xv/L/9H/y//d/+n/xv8AABcACwA6ADoAFwAjAC8AOgBYAEwAIwApAEAANQAXAO//CwAXAAsAFwAFADoA4/8LAAsA6f/j/+//4//p/93/0f/7/8v/lv+i/+P/tP/v/wAAEQAXAOP/xv/j/+P/uv+o/9H/0f/A/9H/y//X/+//uv+o/67/qP/G/8v/6f/d/+//3f/j/9f/CwDj/wsAIwARAEwAUgAXAC8AQAAXAF4ALwBqADoARgAvAGQATAA6AEYAFwBMAEYAOgD7/0AAKQD7/5z/+//R/9f/y//7//X/+/8dABcAFwAXADUAy/9AADUAKQAvADoAEQDp/wsAAAAFAC8ACwARACkACwA1ABEAFwBAAOP/UgAFAIEAHQAdAC8AIwAjAB0AKQAjADoAKQA1ABcA9f8LAPX/xv/j/67/qP+0/8b/qP+o/5z/ef+W/7T/tP9//4X/y//L/6L/1/+L/5z/xv+u/8b/rv+0/9f/9f/d//v/6f/p/wAA9f8LADoANQDv/xcAEQAXAAUAFwAdAAsATAAvAAAA+//7/8v/1/8LAMD/3f/G/+//rv/1/8D/lv/L/6L/y//G//X/1//R/xcA1//v/wUAnP8LAN3/9f/G/8D/wP+u/wAA4//v/9f/FwARAAAAKQAXAEAA9f/7/9f/9f/1//X/HQDd//X/9f8FABEA6f9GAB0AIwA1AAsACwBSAOn/3f/G//v/1//A/x0A+//p/9f/EQC6/8v/0f/v/8D/6f+u/+//rv+o/7r/qP/j/+n/+//7/8b/IwAAANH/AAAFAAAA+/8pAAUABQALAPv/BQA6ABEAHQDd/0YAy/9eAAAAQADv/wUA7/8jANf/9f8dAAUA9f/X/+n/BQAvAKL/BQD1/wUAqP8XAJb/wP/R/8v/rv+c/93/uv/j/+//rv/G/9H/hf/v/7r/y/+u/x0AEQDp/ykAIwCNADoAdQA1AG8ATABGAEAATABeAAUA6f8jAO//TABvAEYACwA6AAAAHQAFACkAAAAFAB0ALwAXAEAANQD7//v/7//7//v/BQDX//X/uv/v//X/wP/p/93/wP/p/8b/tP/d/6L/AAC6/9H/uv+R/xcA6f8XAKj/rv+o/9f/BQDX/9H/AADR/zoAKQAAAFIAOgBGAAsAHQAdAC8AKQBSAIcAXgAvAEYAKQARAGQAy/9AABEA1/8LACMA9f8XADoAFwA1ACkAAADX/ykANQAAAO//agDX/wAACwA1APv/LwDp/x0AOgDv/wAAwP/v/7T/9f/G/9f/y/+o/7T/rv+o/8b/wP+L/8v/hf+W/9H/kf+6/6L/qP9t/8v/lv+c/8v/rv+L/5b/xv+o/8D/BQDL/+//AAAFANf/3f/7/+n/HQAAAPX/NQA6ABcAEQA1ABEAagCfAJMAEQBeAKoAQACHAFgAagBeAEYAKQBMAEYARgBkABEAUgBMACkAIwARACkAKQAAAAUA6f8AAOP/EQAdANH/KQARABEA+/8pABcA+/8FADoAxv8FAAAAxv8dAO//1/9//+P/wP8FAB0Ay/+R/67/0f/v/+P/9f/L/8v/HQAAAOn/y//X/5b/i/8LAIv/nP8AAKL/i//R/7T/ov/j/+n/tP/p/wAA7//p/wAA0f+i/7T/0f/j/8v/+/9K/8D/qP/L/6j/0f/A/8v/6f/X/+//EQCo/23/EQDX/9f/AACu//v/3f/v/+//1//L/6L/7//1//v/HQDj/9H/3f/A/wsA+//X/8D/0f8AAPX/NQAFAC8ALwARABcA1/8jAEwA1//7/wAABQAvAMb/LwAFAG8AIwAjACMACwARACMAEQD7/yMAKQAjAMv/9f8dAAAA4/+6/8v/3f/v/wsAAAARAAAAHQAXABEAAADR//v/4/+u/wAAy/8FAAAA3f/X/8D/7/8XAEwAQAAFAEwACwDv/+P/9f/v/+n/+//j//X/HQD7/8v/3f/A/+//tP/G/93/BQAdAOn/4//7/zUAEQApAEYAHQBSAEYARgBAABEANQARAHUAEQAXAB0ANQD1/xEABQDp/zUAFwBkACkAUgApAC8ANQALAAsAHQDL/wsABQAAAPX/AAAvABcAHQDd/9f/7//p/wAA3f8RADUAEQAjAFIACwAAAC8AIwAAACMAHQDG/8b/EQCi/8b/3f+u/3//4/9t/3P/qP+c/93/uv9//+//tP/X/6j/qP+R/8D/1//G/9f/6f/v/wAANQDj/9f/CwARADoALwA1AAUARgAjAEAAOgDj/zUATABYAEYARgBvAAsAKQA1ABEAKQAvACMACwAvACkALwD1/wAA9f8XAAAA7//7/+P/AAD7/93/4//1/xcAAAD7/wsA+/8RAMv/+/+c//v/nP+0/8D/tP+i/6L/tP+u/5b/lv+u/6L/xv+0/wAAy//j/7T/9f/p/9f/xv8RAOP/4//X/+//9f/X/+P/7/8FAOn/7//p/+P/0f/v/67/xv/A/6j/rv/X/8D/tP/G/6L/kf+i/8D/hf95/4v/lv95/4v/y/9//9H/rv/p/7T/0f8FALr/+/8FAPX/EQAAAAsA6f/1//X/9f8FABEACwALAAAA1//d/wsA6f8dAPv/0f8AAAsA7//v/+P/6f/j/+//7/8FAB0ANQAAAC8A9f8pAB0AUgAXADUA9f/p/yMA9f8pAOn/CwDv/x0A3f8LADUAEQApAF4ALwBkAEAAUgA1ADoAXgAvADoAOgD7/xcAAABAABcALwAAAPv/AAD7/+//9f8dABcAFwAjAB0ANQALAAUAFwD7/+P/AADj/7r/wP/R/8D/xv/X/+P/3f8FAPv/EQALAAUA+//v//X/0f/d/+n/9f8RAAAAEQAjABcA0f8RAOP/OgA6ADUAQAAvAC8AOgAjAAsANQBAAIcAewBkAGQAjQBSAHUAOgBMAG8AXgBMAEYAHQAdAEYACwAjAOP/FwAdAPv/NQAXACMAAAAAAAsABQAFAAAA7//j/9H/1/+u/8b/4//X/8v/1//L/9H/qP+6/7T/ov+6/4v/3f/p/9f/xv/L/8b/7/8pAPX/1//p/+n/FwD7/wUA6f/v//X/6f8LAPv/EQDp//X/xv/1/9H/3f/v/+P/wP/X/+P/9f/X/+//0f/G/7T/hf+c/6j/wP+u/6j/y//R/9H/0f/j/+n/1//7/xcAIwAjAMv/6f/p/xcABQD7//v/BQD7//X/EQALABcACwAFAAAAIwALAOP/9f8dABcABQAXADUACwAdADUARgApABEAEQAdAAsAEQARABcAEQAjAEYARgBGAC8AEQD1/xcAHQAAABcACwA6ADoAFwAFABEABQD1/ykA+/8dAB0A7//p//X/0f/R/93/AAAFAO//9f/L/8v/qP+6/8D/wP+6/6L/f/+o/4X/qP+W/6j/rv+c/5b/qP+6/8b/rv9t/5z/wP/A/8v/y//p//X/+/8RABEAFwAAAAAA9f8LAAAAEQARACMALwAFAB0AHQAAABEAFwA1AB0AHQAFAPX/AADp/+//9f/j//X/AADv//v/6f/7/+P/3f/v/8D/4//v/+n/xv/j/7r/nP/L/7r/uv/d/93/0f/L/9f/xv/7/+//7//G/+//7/8RACMAFwALACMACwAFAB0AEQALACkAIwDp/wUA6f8LAOn/7//p/9H/6f/7/8b/9f/v/+n/y/+o/5b/qP/X/8b/0f+6/8v/tP+u/6j/qP+o/67/1//R/9H/tP/L/8v/1//A/+n/9f/j/9H/1//X//v/+//v/+n/9f/j/wUA+/8FAPX/+/8AAAsABQDR/wsABQALANf/CwD7//X/AAAdABcANQBSAAsAHQAdAB0ABQAXAN3/+/8FAPX/3f/X/+//xv/d/93/xv/v/93/AAAXAPv/HQARABcABQApAB0AHQAjACkAFwA1ADUAKQA1AFgATACBAEYATABAACkALwALACMAIwAvACkAOgBAABcAFwARACkALwAjACkAFwARAN3/AAALAPX/OgDp/xEABQAdAB0AHQA1ABEAFwALACMAEQApAEAAWABAADUAQAAjAAUAFwA1ADoAEQBAAGQAIwApAEYAIwAjAAUANQAvAFgAIwBSABcALwA1APv/BQALAOP/7/8RAB0AHQA1APX/9f/d/9f/+//d/9H/HQAFAO//4//d/+P/3f/p/9f/9f/X/wAA1//G/8v/1//d/+P/4//X/+n/6f/L/8b/rv+L/7r/y//G/8v/3f/A/8b/y/+o/9f/lv+o/8b/wP/G/9f/wP+6/6j/y//R/9H/7//p/zUA+//7//v/FwAdACkAEQAjAAsA4/8FAPv/0f/A/7r/y//v/+P/6f8FABcA7/8XAAUAEQARABcALwAXACkAAAAAAOP/4//X/+n/4//d/+P/BQALAAsACwD7//X/9f/X/+P/3f/v//v/BQD1/8v/y//A/7r/xv/G/9f/6f/L/9H/1//L/7T/rv/G/6L/lv+i/9H/3f+o/6j/f/+R/6L/rv+u/+n/0f/R/9H/wP/L/+n/3f+0//X/3f/R/9H/0f+6/7r/0f/R/9H/7//7/wsA6f8AACkAEQAdACMAIwBAAC8AFwAjAAsA4/8LABcAKQAjAFgAKQAvABEABQAXAN3/BQD7/9f/9f81ABcALwALAPX/1//p/+P/AAAjAB0AFwDv/xEAAAALAAUA9f8XAB0AFwA6AEYAewBGAEwANQA1ADoANQBGAFgALwAvAEAAIwBAAB0AHQAjAAUACwAdAB0AKQALAAUA9f/j//X/0f/1/wsACwD7/xcABQAFAAUAFwAXAPX/BQApAAsAHQAdAOP/6f/R//v/CwAXAB0A+//v/8v/0f/L/9H/xv/j//v/+//7/+P/4//p/8v/y//R//v/4//R/9f/uv/G/6j/ov/X/+n/9f8FABcAAAAvACkACwAXAAUA9f8LAAsAKQA1ADoAHQAXAOn/3f8FANH/1//p/+n/9f/d/8v/0f/G/7T/0f/7/wsAEQAXABEAHQARAAAACwAAAAUA7/8RAAsANQAvAC8A+//7/xcABQAjACMAKQAAAOn/AADX/8b/tP/j//v/1//v//X/CwDv/9f/3f/v/+n/7/8AAOn/9f/X/+P/y//A/67/xv/L/9f/3f/G/wsA9f/1/8D/uv/R/7r/6f/1/93/7//d/+P/1//v/+n/4//j/9H/6f+u/7r/tP/L/8b/rv/A/67/0f/d//X/6f8FAAAACwAXABEA9f8FAAAA+//1/+P/BQAAAAUA7/8XABcABQALAO//3f/d/+//AAAjACkAQAApAB0ANQD1/yMA+/8FAAUAIwAXAAAAIwAFAN3/xv/L/+n/1//v/xcAFwDp/wUAOgAdAAAAHQAAAPX/BQDd/+P/9f/7//v/3f+u/93/9f/v/+n/4//7/93/0f/j/+P/3f/v/xEA4/8LABcABQAdAOP/AAAXAAAAEQARAAUA+/8RAOP/4//v/xEACwALAOP/wP+0/9H/6f+u/7r/+//j/8v/wP/L/93/4//d/9f/3f/v/xEA6f8dAAsA7//v/wsA6f/p/+//AAAFAPv/7//7/9f/1//R/9f/3f/p//X/9f8AAOP/+//v/9H/EQD7/wUABQD1/ykARgARAAsAAAAAAAUABQARACMACwAjACkAFwAFAAsAQAD1/zUAQAAdAPv/AAARAAUA6f/R/93/4//7/9f/BQAdAN3/9f/7/wUA0f8AABEAFwA6AB0AQAAjACMABQDp/x0ARgA1ADoARgAXABcAOgAvAAUA+/8XABEAHQBAAEAAHQAXABEAOgAvACkAKQApAAsACwAXAPv/BQDj//X/1//R/8D/6f+6/+//BQD7/wUA6f/v/xEALwAAAAsAKQDX/+P/CwALAB0AEQD7/yMA+/8RAAUACwD7/wUALwAXAAsABQAXAB0AIwDd//v/3f/1/+n/9f/v/y8AFwD7/wsAAADv/+P/7//G/+P/BQD7//v/6f/7/9H/4//A/8D/rv/L/6j/xv/d/67/y/+0/93/1//d/9H/3f8LABcAEQAFAAUAIwARAAAAAADv/ykAFwApAAAAFwAdACkANQARAPv/4//p/7T/xv/G/9f/1//j/93/6f/j/93/y//p/wsA6f/X/wUA3f/v/wAA+//X/9f/9f/j/8b/xv/j/+P/wP/j/9H/+//j/+P/y//1/xcABQA6APX/LwALAOn/EQDj/+n/+//j/+//1//L/9H/3f/j//X/4//7//X/9f8AAPX/9f/j/8b/uv/R/67/ov+6/8v/lv/G/67/wP/d/+//4//j/8v/1//p/9f/tP/X/5z/ov/X/6j/xv+0/8D/tP+o/8v/3f/1//X/AAAFAAAACwAdAAAAAAD7/xcAIwApABcAHQAAAAsAy//R/8v/0f/j/9H/6f/L/+n/y//L/8b/wP/j/+P/xv/L/+//6f/X/93/uv/j/+P/4//1/+n/9f/j/+n/3f8AAOP/3f/p/9f/9f8RAPv/EQAvAAsABQApABEAKQAvADoAOgAFAAAA7//j/9f/9f/X/wAAEQDR/wUA1//d/93/3f8FABEA1//v/93/FwDp/+P/y//j/xEAFwAFAAUAAAAdAPv/FwALAOP/7//L/wsA6f/1/+//EQAdAAUAIwAvADUAHQAdADoAagBSAEYAagBMADUALwA1AFIANQAjABEANQD7/yMAAAD7/zoAOgBMAB0AKQAXAAsAKQD7//v/CwAFAAsALwA1AAUAHQAjABcARgBSAC8AQAA1AB0AIwBMADoAFwAAABcAFwBAACkATAAXAFIATAApAFIATABqAEYAQAApABcATAAjACMAHQBMAC8ARgBAABcAQAALAPv/AADL/+//1/8LAPX/FwD1/ykAOgALABEA6f/1/xEANQAXAO//EQAFABcACwAdABcACwAXAAUA9f8pAAUACwDG/+//6f/7//v/3f/R/9H/+//j/93/0f/L/7r/1/+o/8D/lv/L/6L/uv9//4X/uv9//8v/qP+i/5z/ov+6/9f/0f/j/8D/7//A/7T/3f/R/+P/3f/X/8b/3f8dAMv/3f8AAO//y/+i/93/1//L/+n/0f/R/7r/1/+6/7r/0f+6/9H/0f/7/wUA3f8AAO//7//v/9f/7/8FAAAA3f/L/8D/wP/j/wAA1//d/9f/y//R/67/tP+c/7r/0f/7//X/3f/p/+//tP/R/8D/4//d/9f/9f+u/8b/xv/G//X/3f+u/67/3f/7/+//AADp/wAA3f/R/+n/1/8AAPX/+//p/wsAFwD1/93/3f+6/8b/xv/1/8v/1//G/8b/uv+o/67/0f/G/+//BQDp/xEAAADv/xcA7/8RAAsAAAA1ADUANQA6AEAAHQAjAC8ARgA6ACkAQABMAFIARgBYACMAFwARAAAAEQAXABcAFwD7//X/BQDp/8v/6f8LAPX/9f/1/+n/y//j/9H/uv/A/8b/rv/R/7T/xv/d/6L/xv/1//X/7//7/wUACwAAAPX/BQDv/+P/9f8FACMAKQApAC8AIwBGAEAAIwApAAsATABYAEAAWAAdAAUAKQAAAB0ACwALAAAA+//p//X/AAAAAAAA3f/p//X/4//1/x0A4/8FAOP/HQAvABEAOgARACkAIwBGAEwAOgAdACkAEQAdAAUAEQA1ABEAHQAFACMACwARABEAKQD1/xEAFwDv/wAATAAdAOn/EQAXAOP/9f8jAPv/7//p/9f/0f/1/wAAAAD7/wAA7/8LAAsA4/8FABcABQAdABEA7/8AAPX/0f/1//X/xv/d/+n/1/8AACkA7//p/+//+/8FAAUA7/8AAN3/7//R/93/BQD1/wUAAAALAPv/CwAFABEA9f8AAO//EQARAO//BQAdAAsA1//v/wsAy//p/+P/EQDj/8v/9f+0/8b/uv/L/9H/+//7//v/QAA6ADoABQAXABEABQAdAAsAEQALAPX/4//v/8b/3f/G/8b/9f8RANf/7//d/8v/0f/d/9f/3f/L/93/0f+u/8b/0f/7/6j/0f/R/8D/0f/1/+//0f/d//X/uv/v/9f/3f/L/wUAIwDv/xEAHQAjAPX/7//1/wsA7//v/+//6f/p/+n/0f+6/93/4//X/+n/FwAFAAAA1//7/xEAxv8RABcACwAAABEA6f8AANf/xv+0//X/4//A//X/6f/p/7T/1//G/9H/7//j//v/4/8RAPv/BQAjAPX/CwARACMAOgBSAEwAOgAjAB0AHQAvACkAEQAdABEAAAD7/x0ABQDd/93/0f8FAAsA1//p/+n/BQDR/+//1//X/wAA4//1/+P/0f/R/+//BQALABcA7//7/zUA0f8XAO//6f/X/9H/EQDR/6L/uv/p/9f/qP/1/7r/rv/d/8v/7//X/7r/tP/L/9f/kf/R/67/kf+F/8v/nP/A/4X/wP+W/93/rv+u/9H/uv/j/6L/4//d/9H/AADG/8v/3f/X/+n/3f8AAK7/3f/v/8v/+/8pAAUA+//1/wUA7/8XABEA+/8LAOn/HQARABEAAAARAAAACwBAABEAKQA1ACMANQAjADoAEQDp/xEA6f8vAAAAQAAjACMAXgBAACMA6f86AC8AIwAvAO//BQALAO//AADp/9f/6f8RAAUA+/8dAAUAAAAAABEAKQAvAEwATABSADoAIwAFAB0AFwAXAAAAFwD7/wsABQAAAAAAEQAdACkATAAjAEAAWAAdADoALwBSABEANQBAADoAQAApAC8AKQA1ABcA+/8XAC8AFwAFADUAOgA1AFIAOgAdAGoAOgAjAC8AOgARAOP/HQApAC8AHQALACMAIwAjACkAHQBGAEwAQAAjABcAKQA6AEYAKQA6ACkAHQALAAAAKQAXACkACwAAAAAAHQD1/+//7//7/wUA4/8FAO//FwAAAO//1//G/+P/xv/A/+P/tP8LAN3/1//j/7r/0f+u/8v/uv+0/9H/xv/j/+P/3f+6/9f/xv/X/8v/3f+0/+P/qP+0/9H/tP+u/7r/3f+u/+//1//j/8v/1/+0/wAA0f/v/9H/0f8XAO//EQDG/yMA0f/p/wsABQDL/9f/4//p/+//y//G/67/y//L/8b/3f/j/8v/1/+6/xEABQDp/wAA6f/v//X/1//p/9H/1//p/9H/qP/A/8D/lv/G/6L/9f/L//X/1//v/9H/7//v/8v/1//j//v/uv/p/6L/uv8FAMv/1//A/+n/i//G/6L/nP/A/5b/y/+c/7r/ov+W/8D/0f+u/7r/ov+6/7r/tP+c/4v/i/+L/3//rv/A/5z/xv/G/7r/xv/A/+n/+/8AAOP/0f/L/9f/y//1//X/3f/j/+//+/8RALr/xv/A/9f/3f/d/+n/4//d/93/CwARABcACwAXACMAXgBAAC8ATAA1ADoAFwARADUAOgB1AF4AdQBkADUAQABMAEwATABYAEwAQABSAEwAdQBSAEwAOgBSAB0AIwBSAEwAdQBAADoARgAvACMAKQApACkAXgAjACMAUgA1ADUAOgAvABcACwAdABcA6f/j/+//9f/7//v/+/8LABEAOgApABEA6f8AAAsAFwAdAEAAQAA1ACMAKQAXABcAIwD1/wAA9f8RAAAA+/8RAAsA+/8FAB0A4/8LABEAOgAdAC8AIwD1/+//xv/G/+P/7//d/8v/tP/v/8D/1/+6/8v/xv/d/+n/3f/d/93/0f/d/8b/0f/d/7T/1//X/+n/+/8=\" type=\"audio/wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "shifter = SignalShift()\n",
    "show_audio_in_out(ll.train[0][0], shifter(ll.train[0][0]))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Spectrogram"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Once we're done augmenting the signal directly, we want to convert our 1D signal to a 2D [spectrogram](https://en.wikipedia.org/wiki/Spectrogram).\n",
    "\n",
    "Luckily, `torchaudio` has functions for calculation & conversion to spectrograms. Let's wrap their functions."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "#export\n",
    "class Spectrogrammer(Transform):\n",
    "    _order=90\n",
    "    def __init__(self, to_mel=True, to_db=True, n_fft=400, ws=None, hop=None, \n",
    "                 f_min=0.0, f_max=None, pad=0, n_mels=128, top_db=None, normalize=False):\n",
    "        self.to_mel, self.to_db, self.n_fft, self.ws, self.hop, self.f_min, self.f_max, \\\n",
    "        self.pad, self.n_mels, self.top_db, self.normalize = to_mel, to_db, n_fft, \\\n",
    "        ws, hop, f_min, f_max, pad, n_mels, top_db, normalize\n",
    "\n",
    "    def __call__(self, ad):\n",
    "        sig,sr = ad\n",
    "        if self.to_mel:\n",
    "            spec = transforms.MelSpectrogram(sr, self.n_fft, self.ws, self.hop, self.f_min, \n",
    "                                             self.f_max, self.pad, self.n_mels)(sig)\n",
    "        else: \n",
    "            spec = transforms.Spectrogram(self.n_fft, self.ws, self.hop, self.pad, \n",
    "                                          normalize=self.normalize)(sig)\n",
    "        if self.to_db:\n",
    "            spec = transforms.SpectrogramToDB(top_db=self.top_db)(spec)\n",
    "        spec = spec.permute(0,2,1) # reshape so it looks good to humans\n",
    "        return spec"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Small helper to show a spectrogram."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "#export\n",
    "def show_spectro(img, ax=None, figsize=(6,6), with_shape=True):\n",
    "    if hasattr(img,\"device\") & str(img.device).startswith(\"cuda\"): img = img.cpu()\n",
    "    if ax is None: _,ax = plt.subplots(1, 1, figsize=figsize)\n",
    "    ax.imshow(img if (img.shape[0]==3) else img.squeeze(0))\n",
    "    if with_shape: display(f'Tensor shape={img.shape}')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "*Note - this won't work if you've already run the notebook all the way through, because `ll` now contains Tensors representing Spectrograms, not `(Signal, SampleRate)` tuples.*"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'Tensor shape=torch.Size([1, 64, 169])'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "speccer = Spectrogrammer(to_db=True, n_fft=1024, n_mels=64, top_db=80)\n",
    "show_spectro(speccer(ll.train[0][0]))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### SpecAugment"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "An implementation of the [SpecAugment data augmentation technique](https://arxiv.org/abs/1904.08779) from Google Brain, which was shown to improve on SOTA results for audio classification. Effectively, it masks some number of contiguous frequency bands or timesteps. The intuition is similar to [cutout](https://arxiv.org/abs/1708.04552) for \"normal\" images. See their [blog post](https://ai.googleblog.com/2019/04/specaugment-new-data-augmentation.html) for a good discussion.\n",
    "\n",
    "This implementation lightly adapted from both [Zach Caceres](https://github.com/zcaceres/) and [Harry Coultas Blum](https://github.com/mogwai/) & [Robert Bracco](https://forums.fast.ai/u/madeupmasters). Rather than static `F` or `T` parameters for a maximum width of the masks per the paper, we're taking a \"maximum mask %\" and calculating the `F` and `T` from that.\n",
    "\n",
    "This does not attempt to implement the \"time warping\" augmentation from the paper, as it is not directly supported by pytorch, and provides only modest gains for considerable computational cost. [Zach Caceres's SpecAugment implementation](https://github.com/zcaceres/spec_augment) provides a full implementation of time warping."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "#export\n",
    "class SpecAugment(Transform):\n",
    "    _order=99\n",
    "    def __init__(self, max_mask_pct=0.2, freq_masks=1, time_masks=1, replace_with_zero=False):\n",
    "        self.max_mask_pct, self.freq_masks, self.time_masks, self.replace_with_zero = \\\n",
    "        max_mask_pct, freq_masks, time_masks, replace_with_zero\n",
    "        if not 0 <= self.max_mask_pct <= 1.0: \n",
    "            raise ValueError( f\"max_mask_pct must be between 0.0 and 1.0, but it's {self.max_mask_pct}\")\n",
    "\n",
    "    def __call__(self, spec):\n",
    "        _, n_mels, n_steps = spec.shape\n",
    "        F = math.ceil(n_mels * self.max_mask_pct) # rounding up in case of small %\n",
    "        T = math.ceil(n_steps * self.max_mask_pct)\n",
    "        fill = 0 if self.replace_with_zero else spec.mean()\n",
    "        for i in range(0, self.freq_masks):\n",
    "            f = random.randint(0, F)\n",
    "            f0 = random.randint(0, n_mels-f)\n",
    "            spec[0][f0:f0+f] = fill\n",
    "        for i in range(0, self.time_masks):\n",
    "            t = random.randint(0, T)\n",
    "            t0 = random.randint(0, n_steps-t)\n",
    "            spec[0][:,t0:t0+t] = fill\n",
    "        return spec"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'Tensor shape=torch.Size([1, 64, 169])'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "masker = SpecAugment(freq_masks=2,time_masks=2,max_mask_pct=0.1)\n",
    "show_spectro(masker(speccer(ll.train[0][0])))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Using the transforms"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now let's create the transforms with the params we want, and rebuild our label lists using them. \n",
    "\n",
    "Note that now the items in the final `LabelList` won't be tuples anymore, they'll just be tensors. This is convenient for actually using the data, but it means you can't really go back and listen to your audio anymore. We can probably find a way around this, but let's press on for now."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "pad_3sec = PadOrTrim(3000)\n",
    "shifter = SignalShift()\n",
    "speccer = Spectrogrammer(n_fft=1024, n_mels=64, top_db=80)\n",
    "masker = SpecAugment(freq_masks=2, time_masks=2, max_mask_pct=0.1)\n",
    "\n",
    "tfms = [ToCuda(), shifter, pad_3sec, speccer, masker]\n",
    "\n",
    "al = AudioList.from_files(path, tfms=tfms)\n",
    "sd = SplitData.split_by_func(al, partial(random_splitter, p_valid=0.2))\n",
    "ll = label_by_func(sd, speaker_labeler, proc_y=CategoryProcessor())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'Tensor shape=torch.Size([1, 64, 94])'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "show_spectro(ll.train[4][0])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Databunch"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now we've got our beautifully transformed tensors, let's add them into a databunch, so we can feed a model easily.\n",
    "\n",
    "We can use our `get_dls` func which we defined in `03_minibatch_training`, but let's use the to_databunch func we defined in `08_data_block` instead, it's much nicer."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "bs=64\n",
    "\n",
    "c_in = ll.train[0][0].shape[0]\n",
    "c_out = len(uniqueify(ll.train.y))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "data = ll.to_databunch(bs,c_in=c_in,c_out=c_out)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Check the dataloader's batching functionality."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "x,y = next(iter(data.train_dl))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Here we're overriding `10_augmentation`'s `show_batch` method to take a \"shower\" function so we can give it a spectrogram shower."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "#export\n",
    "def show_batch(x, c=4, r=None, figsize=None, shower=show_image):\n",
    "    n = len(x)\n",
    "    if r is None: r = int(math.ceil(n/c))\n",
    "    if figsize is None: figsize=(c*3,r*3)\n",
    "    fig,axes = plt.subplots(r,c, figsize=figsize)\n",
    "    for xi,ax in zip(x,axes.flat): shower(xi, ax)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "show_spec_batch = partial(show_batch, c=4, r=2, figsize=None, \n",
    "                          shower=partial(show_spectro, with_shape=False))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 864x432 with 8 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "show_spec_batch(x)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Looking good."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Training"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Go for gold! As a proof of concept, let's use the *pièce de résistance* learner builder with the hyperparameters from Lesson 11 `11_train_imagenette`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "opt_func = adam_opt(mom=0.9, mom_sqr=0.99, eps=1e-6, wd=1e-2)\n",
    "loss_func = LabelSmoothingCrossEntropy()\n",
    "lr = 1e-2\n",
    "pct_start = 0.5\n",
    "phases = create_phases(pct_start)\n",
    "sched_lr  = combine_scheds(phases, cos_1cycle_anneal(lr/10., lr, lr/1e5))\n",
    "sched_mom = combine_scheds(phases, cos_1cycle_anneal(0.95,0.85, 0.95))\n",
    "cbscheds = [ParamScheduler('lr', sched_lr), \n",
    "            ParamScheduler('mom', sched_mom)]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "learn = cnn_learner(xresnet34, data, loss_func, opt_func)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: left;\">\n",
       "      <th>epoch</th>\n",
       "      <th>train_loss</th>\n",
       "      <th>train_accuracy</th>\n",
       "      <th>valid_loss</th>\n",
       "      <th>valid_accuracy</th>\n",
       "      <th>time</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>0</td>\n",
       "      <td>1.211028</td>\n",
       "      <td>0.713641</td>\n",
       "      <td>1.721411</td>\n",
       "      <td>0.619433</td>\n",
       "      <td>00:12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>1</td>\n",
       "      <td>0.883024</td>\n",
       "      <td>0.872622</td>\n",
       "      <td>2.318042</td>\n",
       "      <td>0.503374</td>\n",
       "      <td>00:11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2</td>\n",
       "      <td>0.808599</td>\n",
       "      <td>0.906804</td>\n",
       "      <td>0.889284</td>\n",
       "      <td>0.874494</td>\n",
       "      <td>00:11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3</td>\n",
       "      <td>0.674973</td>\n",
       "      <td>0.960980</td>\n",
       "      <td>0.652970</td>\n",
       "      <td>0.963563</td>\n",
       "      <td>00:11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>4</td>\n",
       "      <td>0.604055</td>\n",
       "      <td>0.981941</td>\n",
       "      <td>0.597788</td>\n",
       "      <td>0.983806</td>\n",
       "      <td>00:12</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "learn.fit(5, cbs=cbscheds)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Demo - all at once"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This is all the code it takes to do it end-to-end (not counting the `#export` cells above)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# dsid = \"ST-AEDS-20180100_1-OS\"\n",
    "# data_url = f'http://www.openslr.org/resources/45/{dsid}' # actual URL has .tgz extension but untar_data doesn't like that\n",
    "# path = Path.home() / Path(f\".fastai/data/{dsid}/\")\n",
    "# datasets.untar_data(data_url, dest=path)\n",
    "\n",
    "# pad_3sec = PadOrTrim(3000)\n",
    "# shifter = SignalShift()\n",
    "# speccer = Spectrogrammer(n_fft=1024, n_mels=64, top_db=80)\n",
    "# masker = SpecAugment(freq_masks=2, time_masks=2, max_mask_pct=0.1)\n",
    "\n",
    "# tfms = [ToCuda(), shifter, pad_3sec, speccer, masker]\n",
    "# al = AudioList.from_files(path, tfms=tfms)\n",
    "\n",
    "# sd = SplitData.split_by_func(al, partial(random_splitter, p_valid=0.2))\n",
    "\n",
    "# label_pat = r'/([mf]\\d+)_'\n",
    "# speaker_labeler = partial(re_labeler, pat=label_pat)\n",
    "# ll = label_by_func(sd, speaker_labeler, proc_y=CategoryProcessor())\n",
    "\n",
    "# bs=64\n",
    "# c_in = ll.train[0][0].shape[0]\n",
    "# c_out = len(uniqueify(ll.train.y))\n",
    "\n",
    "# data = ll.to_databunch(bs,c_in=c_in,c_out=c_out)\n",
    "\n",
    "# opt_func = adam_opt(mom=0.9, mom_sqr=0.99, eps=1e-6, wd=1e-2)\n",
    "# loss_func = LabelSmoothingCrossEntropy()\n",
    "# lr = 1e-2\n",
    "# pct_start = 0.5\n",
    "# phases = create_phases(pct_start)\n",
    "# sched_lr  = combine_scheds(phases, cos_1cycle_anneal(lr/10., lr, lr/1e5))\n",
    "# sched_mom = combine_scheds(phases, cos_1cycle_anneal(0.95,0.85, 0.95))\n",
    "# cbscheds = [ParamScheduler('lr', sched_lr), \n",
    "#             ParamScheduler('mom', sched_mom)]\n",
    "\n",
    "# learn = cnn_learner(xresnet34, data, loss_func, opt_func)\n",
    "# learn.fit(5, cbs=cbscheds)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Fin"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "nb_auto_export()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}