From cfbfb01d28fd330ca42de7a7176384708174920d Mon Sep 17 00:00:00 2001 From: DBcreator <45318525+DBcreator@users.noreply.github.com> Date: Fri, 25 Nov 2022 11:10:35 +0300 Subject: [PATCH] Improve sample_acf and sample_pacf plots (#1004) * improve acf and pacf plots * update EDA notebook * fix comments * fix test * some fix * fix moment with NaN * fix NaN moment and changelog * Modify warning ignore instruction, add autoclose fixture for plots * Fix pacf warning * fix in docs Co-authored-by: ext.ytarasyuk Co-authored-by: d.a.bunin --- CHANGELOG.md | 4 +- etna/analysis/__init__.py | 1 + etna/analysis/eda_utils.py | 114 +++++-- examples/EDA.ipynb | 434 ++------------------------ pyproject.toml | 3 +- tests/test_analysis/test_eda_utils.py | 46 +++ 6 files changed, 167 insertions(+), 435 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index be1c74c50..32510d18b 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -10,7 +10,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Added - - Add python 3.10 support ([#1005](https://github.com/tinkoff-ai/etna/pull/1005)) -- +- - Add `plot_change_points_interactive` ([#988](https://github.com/tinkoff-ai/etna/pull/988)) - Add `experimental` module with `TimeSeriesBinaryClassifier` and `PredictabilityAnalyzer` ([#985](https://github.com/tinkoff-ai/etna/pull/985)) - Inference track results: add `predict` method to pipelines, teach some models to work with context, change hierarchy of base models, update notebook examples ([#979](https://github.com/tinkoff-ai/etna/pull/979)) @@ -21,7 +21,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Changed - - Change returned model in get_model of BATSModel, TBATSModel ([#987](https://github.com/tinkoff-ai/etna/pull/987)) -- +- Add acf_plot, deprecated sample_acf_plot, sample_pacf_plot ([#1004](https://github.com/tinkoff-ai/etna/pull/1004)) - - Change returned model in `get_model` of `HoltWintersModel`, `HoltModel`, `SimpleExpSmoothingModel` ([#986](https://github.com/tinkoff-ai/etna/pull/986)) - diff --git a/etna/analysis/__init__.py b/etna/analysis/__init__.py index ea222e8e9..cb2b34a99 100644 --- a/etna/analysis/__init__.py +++ b/etna/analysis/__init__.py @@ -2,6 +2,7 @@ from etna.analysis.eda_utils import SeasonalPlotAggregation from etna.analysis.eda_utils import SeasonalPlotAlignment from etna.analysis.eda_utils import SeasonalPlotCycle +from etna.analysis.eda_utils import acf_plot from etna.analysis.eda_utils import cross_corr_plot from etna.analysis.eda_utils import distribution_plot from etna.analysis.eda_utils import prediction_actual_scatter_plot diff --git a/etna/analysis/eda_utils.py b/etna/analysis/eda_utils.py index d75f2b40b..59c6d08a6 100644 --- a/etna/analysis/eda_utils.py +++ b/etna/analysis/eda_utils.py @@ -166,21 +166,28 @@ def cross_corr_plot( ax[i].xaxis.set_major_locator(MaxNLocator(integer=True)) -def sample_acf_plot( +def acf_plot( ts: "TSDataset", n_segments: int = 10, lags: int = 21, + partial: bool = False, + columns_num: int = 2, segments: Optional[List[str]] = None, figsize: Tuple[int, int] = (10, 5), ): """ - Autocorrelation plot for multiple timeseries. - + Autocorrelation and partial autocorrelation plot for multiple timeseries. Notes ----- `Definition of autocorrelation `_. + `Definition of partial autocorrelation `_. + + * If ``partial=False`` function works with NaNs at any place of the time-series. + + * if ``partial=True`` function works only with NaNs at the edges of the time-series and fails if there are NaNs inside it. + Parameters ---------- ts: @@ -189,30 +196,85 @@ def sample_acf_plot( number of random segments to plot lags: number of timeseries shifts for cross-correlation + partial: + plot autocorrelation or partial autocorrelation + columns_num: + number of columns in subplots segments: segments to plot figsize: size of the figure per subplot with one segment in inches + + Raises + ------ + ValueError: + If partial=True and there is a NaN in the middle of the time series """ if segments is None: - segments = sorted(ts.segments) + exist_segments = sorted(ts.segments) + chosen_segments = np.random.choice(exist_segments, size=min(len(exist_segments), n_segments), replace=False) + segments = list(chosen_segments) - k = min(n_segments, len(segments)) - columns_num = min(2, k) - rows_num = math.ceil(k / columns_num) + title = "Partial Autocorrelation" if partial else "Autocorrelation" + + fig, ax = prepare_axes(num_plots=len(segments), columns_num=columns_num, figsize=figsize) + fig.suptitle(title, fontsize=16) + + df = ts.to_pandas() + + for i, name in enumerate(segments): + df_slice = df[name].reset_index()["target"] + if partial: + # for partial autocorrelation remove NaN from the beginning and end of the series + begin = df_slice.first_valid_index() + end = df_slice.last_valid_index() + x = df_slice.values[begin:end] + if np.isnan(x).any(): + raise ValueError("There is a NaN in the middle of the time series!") + plot_pacf(x=x, ax=ax[i], lags=lags) + + if not partial: + plot_acf(x=df_slice.values, ax=ax[i], lags=lags, missing="conservative") - figsize = (figsize[0] * columns_num, figsize[1] * rows_num) - fig, ax = plt.subplots(rows_num, columns_num, figsize=figsize, constrained_layout=True, squeeze=False) - ax = ax.ravel() - fig.suptitle("Autocorrelation", fontsize=16) - for i, name in enumerate(sorted(np.random.choice(segments, size=k, replace=False))): - df_slice = ts[:, name, :][name] - plot_acf(x=df_slice["target"].values, ax=ax[i], lags=lags) ax[i].set_title(name) - ax[i].grid() + plt.show() +def sample_acf_plot( + ts: "TSDataset", + n_segments: int = 10, + lags: int = 21, + segments: Optional[List[str]] = None, + figsize: Tuple[int, int] = (10, 5), +): + """ + Autocorrelation plot for multiple timeseries. + + Notes + ----- + `Definition of autocorrelation `_. + + Parameters + ---------- + ts: + TSDataset with timeseries data + n_segments: + number of random segments to plot + lags: + number of timeseries shifts for cross-correlation + segments: + segments to plot + figsize: + size of the figure per subplot with one segment in inches + """ + acf_plot(ts=ts, n_segments=n_segments, lags=lags, segments=segments, figsize=figsize, partial=False) + warnings.warn( + "DeprecationWarning: This function is deprecated and will be removed in etna=2.0; Please use acf_plot instead.", + DeprecationWarning, + ) + + def sample_pacf_plot( ts: "TSDataset", n_segments: int = 10, @@ -240,23 +302,11 @@ def sample_pacf_plot( figsize: size of the figure per subplot with one segment in inches """ - if segments is None: - segments = sorted(ts.segments) - - k = min(n_segments, len(segments)) - columns_num = min(2, k) - rows_num = math.ceil(k / columns_num) - - figsize = (figsize[0] * columns_num, figsize[1] * rows_num) - fig, ax = plt.subplots(rows_num, columns_num, figsize=figsize, constrained_layout=True, squeeze=False) - ax = ax.ravel() - fig.suptitle("Partial Autocorrelation", fontsize=16) - for i, name in enumerate(sorted(np.random.choice(segments, size=k, replace=False))): - df_slice = ts[:, name, :][name] - plot_pacf(x=df_slice["target"].values, ax=ax[i], lags=lags) - ax[i].set_title(name) - ax[i].grid() - plt.show() + acf_plot(ts=ts, n_segments=n_segments, lags=lags, segments=segments, figsize=figsize, partial=True) + warnings.warn( + "DeprecationWarning: This function is deprecated and will be removed in etna=2.0; Please use acf_plot instead.", + DeprecationWarning, + ) def distribution_plot( diff --git a/examples/EDA.ipynb b/examples/EDA.ipynb index 9fa6e2f7e..a2073f5de 100644 --- a/examples/EDA.ipynb +++ b/examples/EDA.ipynb @@ -40,7 +40,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 29, "id": "55f9272a", "metadata": {}, "outputs": [], @@ -68,7 +68,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 30, "id": "e78ab4bd", "metadata": {}, "outputs": [], @@ -78,81 +78,16 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 31, "id": "217c8379", "metadata": {}, "outputs": [ { "data": { - "text/html": [ - "
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" }, - "execution_count": 7, + "execution_count": 35, "metadata": {}, "output_type": "execute_result" } @@ -558,7 +203,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 36, "id": "8cf8daa4", "metadata": {}, "outputs": [ @@ -603,7 +248,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 37, "id": "63716471", "metadata": {}, "outputs": [], @@ -611,8 +256,7 @@ "from etna.analysis import (\n", " cross_corr_plot,\n", " distribution_plot,\n", - " sample_acf_plot,\n", - " sample_pacf_plot,\n", + " acf_plot,\n", " plot_correlation_matrix,\n", ")" ] @@ -628,16 +272,14 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 38, "id": "f595bb81", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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jd69rAgBsaq9DMs4olIrlKYTijmoon2JlYlohpKGhoaGhcY3h9NgcTozM4bVzk8s9lMvCeYEQGosihByFUGM2ibp0AvMlE+/74uv44LMnlnyMGhoaGhrXDniXMQ5NCGksFb70Wj/e/dGXMVOM9kG82phcqCAZJ3jzplbECHDn2kak4lwh5HUZ4yRR3vEN0gohDQ0NDQ2NawzjThZocLq4zCO5PJwTFD7RCiEWbDU4hNBc2cTgdOmaCl40NDQ0NJYehYqFxmzS/X+uGNLQuBzsOz+JB//iOcxIml+cHV+AaVMMz5SWYWRqTC5U0JxL4Z51zdj/h2/HzZ31LvnDS8ZM23YVQtxIeqEc/Vv58b/fhY/3nlnCkdcOTQhpLClGZ0u6DEFDQ+OaAO8kMbDCCaGv7O3HT35yN77w6gVYgnn0+YkFdDYw08MohdCcUzLWkGGE0MWpIiqWjZJhK7+joaGhoXFjgVKKQsXC1lX17mclrRDSuAIcG5rDyGwZ/VPhteHFKRZ7RcUvy4GJhQpa8swXiJOjyTgjfyqOqbRpUSR5yViadSCLKhmbXKjg1bOTODq0MiwKro1eaBrXLP78yWM4N76Ab/7qo8s9FA0NDY1ITMyzIGSlK4S+fWgIu/omsKtvApva83hoUysA4Nx4AbetbsB8aRKjc+oM22zRQDJOkEnGkE/HcWZ0HoAO9DU0NDQ0PFQsG5ZN8cDGFnQ1ZVGomNh5any5h6VxDYMrkaclCiEee0XFL8uByYWKaxTNETSVNm2KeNyvEIpSXR/snwYAFFaIMlsrhDSWFJMLFbcMQ0NDQ2Mlg7cWHZxeWcFIEGfH57G+NQfAk+/zlvPrW/PoaMhEewiVDDRkkiCEIJ9OuOddMjUhpKGhoaHBwOeXlnwKH/rxu3FLZz2KhgVKaZVvaiwHyqYF01rZSl+umpkuhteGgzOcEFpZCqHJhQpa8mnfZ0EPIdOmSMb8HkIyhZBlU5QMC/sdQmillOprQkhjSVGsWJgrrSxzMA0NDQ0ZeCeJkbmSm/VZaSgZFi5OFXFzJ5Pw8w4X0wUDhYqF7pYc2uvS0R5CRRMNjuy5PuMJhcu6ZExDQ0NDw8GCQwjlUqwEJpOKg1KgbOq5YiXi3R99GR95/tRyDyMSvGR9KqAQWiibrmpodHZlEUIT82W05gMKIYcQ4gScaXkeQrlUHITICaHf/spBbP2Dp7DXaV5SWCGeXJoQ0lhSFA0LCxWdTdC4MgzNrOwSHo3rA9xDiFKsOFNDjguTBVAK3OIQQpy44gF6NhlHe0Ma41UVQowI4u1RAa0Q0tDQ0LgRsffcJH71C6/Dtv2xetHpMJZ15olskhFDsvLir52s4Mt7+5d4pBoqUErRN7aAgxdXXtt2EVwRM1PwK4TEUv2VVDJmWDZmS6brIcTheggJJWMJhyQihCCfSmBeYir9vcPDAIBXzkwAWDmt6TUhpLGkKBqWI4/T2QSNy8Ohi9N48/99ASeG55Z7KBrXOcbny24mdKX6CPWNsdbyt6zyE0L8z0Sc1KAQMlyFUJ2gENLvaQ0NDY0bDy8cH8V3Dg1hPtBinndJyjvzIieEZKqG3UMmvrF/oKbjvXJmHLucBbHG4qBk2KhYNi5MruxGPgsKD6GLTsyVTsRWVMkYJz95bMiRDJaMWTYSjkIIYMbSMrLnkS1t7t9TiRgWKpoQ0rgBUHImjZVSI6lx7WHIUWqs1AW6xvWDyYUKbu9qBODVsq80nB1nhBAvGTNMFoxwQigVj6GjIY35somCItCYLZloyDiEUFosGdMKIQ0NDY0bDeNOQ4VSgOjhxE+WE0LOn0XJXGHYqJmM+L9PHscv/cs+zBS1pcRigV/Li1MFX/fRlQbXVDpw73mMf/uaxkiF89UGv5Yi2QMwMgfwm0on4iIhlAgRrABgOxUzG9vy6Lm5HYUqremvFjQhpLGkKBiaENK4MnBTw1ntRXVdgRvrrRRQShkhtMYhhFaosXTf2Dza69NozjNCR5QrA0wh1FGfAaCuw2cKIUYEiYRQSftCaGhoaNxw4P55QaKnaLDYnZcWZxyFUFGiEDJsisHpYk3+e2NzZcwUDfz9jjNXNG4ND5wQMiyK4dmVGb8AnodQUCE0OF1EPEZwe1fDilII8dgqHvdTJp5CiD3vlk19pFFdOiFVCJk2xV3dTdj+Wz24ZVU9FirmirBV0YSQxpKCTxorpUZS49pDwSWE9DN0PeH/vXAK3/+hHcs9DBezRROmTbGmOYuWfGrFKtLOji9gY1te6HDBgpGKQ+Yk4zG3A9nJEXmZJe8yBnjdMPg+gh4SGhoaGhrXN7hCKEgI8ZKxXKBkTJbMMWzAptXV3JRSTCyUESPAP758NtR45vf+7Q18amff5Z3IDQxRbXVhYuWWjXklY34PoYGpIlY1ZLCqMRupcL7aMC25Qsj1EDJtd7tEzKNVcil5yZgtEEe5VAI2XRnl+poQ0lgy2DZ1jU7n9GJe4zLBJwXdre76wlOHh9E/Wbzi+3p8eBZfWQQjy/EFFhC31aXQ1ZTBxamVRQidGJ7DH3/rCI4NzWJzez6UneJZrGSc4M61jUglYnj17GRoP2XTQsmwQ13G0o78WXeP0dDQ0LixMM4VQgHlT/FSSsacj85XISNmiyYMi+KOtU0oGbZrC8CxS/sLXRZEQqh/BfsIqUvGSljTnEVHPWvvfrU6jU3Ml/HBZ0643cKCMG32eTxECAXbztu+krG6tNxU2rS9bmR1afZ7WglVNJoQ0lgyiBOGVghpXC5chVBRP0PXC0bnSjjumIQHg8FLxZ9++yh+/xuHr3hMvMNYSz6FTW11OD06f8X7XCw8dXgI7/roS/jX1y4gn07giZs7QsEIJ4aS8RjSiTju6W7Cq2fDQTUn54NdxriqqKw7jWloaGhcV+ifLCi7tVJKMaZSCFX8JWNZRcmYadng2tJqPkL8WDd11AEIlw6ZNtVJ5MuATyG0kgkhRcnYdLGCllwKHQ0OIXSVysZ2nBzDR144jSODs9J/V3kIyZJyflNpecmYFVAIAVgRaihNCGksGcSJZSWwnxrXJjghpBVC1w9ePj3u/n3gCkqz+icLeOXMBCqmfcV+RBNOkNqaT+PmzjoMTBdXDJH99y/2oaspi52/81bs+f3vwztvXxWSK7tdxhzJ8oObWnF0cDbkvTXrBI1cIdSUY39ubMsDWBnSZQ0NDQ2NxcNvfPkA/uAbR6T/Nlc23XkkSPQETaVdD6HAfCsqS6upU3h52haHEJoKlA5ZNtWekZcBTgg1ZpM4v0IJIUqpa7Q8U6z4vHNMi5kytzsKobGrRAjxkjAVieb5MwY9hFgM5hJCFkVcKBlTEUKmTV2FEC/ZX1gBxtKaENJYMogTiyaENC4XRbdkTD9D1wt2nhp3OzRciVfPV/ZddP8+e4XdSiYchVBrXQo3OR28Tq0QlVDFtLGpLe8GSgBACEEyToS28yxoSSVYoPHgxhbYFNh3bsq3r1lXIcSIoDeta8ZH/9M9eNutnQDk3hAaGhoaGtcuzk8UlCQLN5QGJKbSFQsx4pUUcy+h4DxREQihauoUfrwt7YwQmgkoRSytELoscELottUNK1YhVKhYoBRozadgWNQlHAFGlCTjMXQ6TTGulo+j4ZSEqa5ZNYWQ19jDDplKy9a+okIo75SMrYTW85oQusHwat8E3vo3vVeFoClphZDGIqCgu4xdd9h1ZgJv29qBRIxc0aT/zQMDrrlyLc/H6FwJ3z00JO3owIPU5lzKbemuMmW+2uCZsyCS8ZiQnfIrhN60rhnJOMFr5/w+Qp5CiGWmYjGCH7qzyy0J0B5CGhrXDz74zAns7tN+LDcyDMvG2HxZ2f2LK3aAsEJooWIin0qAEDb/qErGypdACAUVQtPFa0sh9M0DAyvS9Hq2aKA+k8CGtjwuTCws93Ck4GvBtc1ZAH51mOUoZ5rzKXS3ZLHnXNgD0bBs/M5XD+L8Ip4fJ3xUyjauIFJ6CJncQyjQdj6VQNm0Q95ETEnkLxlbCWp0TQjdYPjGgQH0jS9g6CowryLzuxIedo1rEwWDl4zpZ+h6QMmwMDRTwrauBqxqzFxRe/exuTI2tDHvm5kaFEKf330Bv/KF1/F320+H/m22aCCfiiOViGFdSw7pRAynVgghZNh2SK4McEIo7CEEMIl/Z0Mm5NHEA22uEOLIJNn3tEJIQ+P6wSd29OF7bwwt9zA0lhFjc2VQ6lfxiBgXSnOC7/9ixXLLxQDRVNq/L+49V59O4MJEIbKN9vg86zC2tjmLRIyEvGQsSjFfNldsx8u/39GHDz9/CrZN8WrfRGTZe/9kAXskzR2WAjNFA43ZJDrq05gqGC7RsdQ4dHEafWO1qak9QojFbeK9NyxPYfPoljbsPjMRIlMGp4v48t6L+Pr+gcUYunPc6JIxlUIoHiOIx4ivZMzvIeSofwLlYDalgqm0LhnTWAZQSrHzFPPuuBTFzq//6368PHDpbL0oPdWLeY3LRVF7CF1X4IqgrqYsupqyV+QhZNoUzbkUgNpMx3kG6G+eOYkvBzqTGZaNpCOLj8cINrfX4eTIyigZMy2KZEyuEKoESsaSQoaqJZ9yzbI5ODkvtpsHPG8ITQitLBBCugkh2wkhRwkhRwghv+Z8/seEkAFCyAHnvx8UvvN7hJDThJAThJB3LN/oNZYTpmWjYtm+5JzGjYfhWZYUqEkhZIQ9hHICIcRLx4qBEhdONm1sz2OubEauMcbny2jJp5CIx9CUS4a6TVkWBaUro4wmiGLFwomROcyVTBwbnsXPfmYPPiZJMHH82XeO4pc/v++qjI0TQrxz6NWqzPitrxzE+586UdO23FCaK4TERJ4lKGwe3dKOubKJQwMzvu/zOOdg//SVDls4brhkTFxvGIouYwB8Zfts/B6twsme+cBzzMyn/SWYK+FZ14TQDYTzEwW3lXKtbCSlFE++MYxTU5deRqC7jGksBrj7vu4ytvIxMlvCLklWRwRXBHU1ZdHVmFF2PqkFpmWjtY4RQrUohC5OF3FXdxMeu6kNv/dvb2D7iVFvX4EOETd31q0YhZBpyRVCqTiBETCVTgrbNedSIcPOiksc+fen286vWJgAfpNSehuAhwD8CiHkNuffPkQpvdv570kAcP7tJwBsA/BOAB8jhMRlO9a4vsFjME0I3dgYcVSiKoXQ2HwFTkUYihX/NoWK6Za1AMy7LpuMK02lVzUw/5epBfV8PD5fQVsd88NrzCZDHkLcxHclJpIPD864ipFP7zyLkmH7CDURpmVj15kJjM9XlNd+MTFTNNCU8wihq5VEHZ+vKK9BEMGSMVEhJBIlb97cCkKAl06N+77PW8Af6J+OVKFdCjjJNDhdhGHZeOrwMO7442dcZZenEJKrtL2knB3qMgaE17+WHVYIFVbAGlkTQjcQXhI6+8yXa3tRzBZNVCwb1mX87kpOEEKI9hDSuHxohdC1g79++gR+8h9247H3b8fZcXmNN1cIrXEUQsMzJfzRNw9fck2+bVPYlKlggNo8hAamitjUlsfH//O9WN+Sw0eeP+X+G5P7elPiTZ31GJwprYjnzrCpT/nDkUzEfHJlAL4a9laJQsh0iSP//rRCaGWCUjpEKX3d+fscgGMA1kR85d0A/pVSWqaUngVwGsADSz9SjZUGPneuhJbG1yvOTyzgpz61e0V73ngKIXkgPzFfRnMuhVQ8VlUhBLCyMRUhtLrRIYQCiQgR4/NllxBqyqXCHkLOQn8lXtMDF6YBAKlEDN88OAhATX4dGpjBnLP2qZUwqQV/9dRx/Mvu86HPPYUQKwe/Gusu26aYLlQwGXG/RfAxreGEkHDvTct2iZKWfArbuhp861a2DXs2pgrGohlnc8LHpixG/LV/3Q8AbrJS5SEEACnBx9EKeAi5CqFyUCHkEUc511R6+eOuRPVNNK4XvHx6HOlEDGXTxnyNCqEx5yV2OYQQz0q15FKaELrBUaiYGJopYbPTVUKGNy7O4PY1Da55ofdd9hwtVCylUkJjZWBktoQ1TVnMFA385feO4e9/+r7QNgPTRRACdDZk0NWUhWFRfG4XC27+62Obaj4WDxpb3JKx6ODRtGwMO+OrSydwU2cdzk94AQXz6fGevc3trA37+YkCbl/TWPO4lgKmZYcUPYDfQ4hnqVKiQkhCCMmURIDgIaQVQisWhJANAO4B8CqARwD8KiHkZwDsBVMRTYGRRbuFr12EhEAihLwXwHsBoLOzE729vUsy5vn5+SXb942Ey7mOowX2Wx4cndD3IIDFei5fuGDg5dMVfPmpF7GlaWUK8facYHPAXKHkO2fTpujtN7F32ESWUJQIxemz59HbO+xuMzxeRC5JfN8jloGzFwbR2+uZlR+bcOK0CUaS7Ni9F1Nn5EvMi2MFbG6Kobe3F2ahhP4S9Y/LmaNe3PUahptX1jV95kAJbVmC9ixwbJLNvRfHp6TP0jdPe3PvU72vYNNlPB+y5/RLuwtoyxKsLZ31fT42U8CaVAl9J1hn0Z1X4frNV1hibmx6oabf017HfmTw1BEAwOuHT2BNkZ1HxbQwNHARvb1Mud0WK2PvRdO33zPT3tr1i0/vwkNdl05jBK/p6T7vPv3hv77kkpvHjh1D4/QpHBlnx3zj0AGU+/3X0zYNXLjIfgvFcgXDg97v4uQk+94re17HbJ/3vYVCCWOjI+jt7QWlFHECHDvVh15yEcsJTQjdQBicLuKWVfU4dHGm5hIuzmrblyHN4xmEtrq0JoQcjM6W3HbbNxI+98p5fPSFUzj8J+8IET4AcHhgBj/80Zfwmf9yP95yS4fv30S5+3zZRJNDAGisPMwUDWzpqMN965vxgWdPYt/5Kdy7vtm3zeB0ER31aaQSMaxpyrqf37n20kgXnrXJphLIJuNVS8aGZ0uwbOpmpkSpL+BvBQoA3S3M9PDCpJ8QGpwuIp9OoDHrN2VeShgB9RKHeA5ulzGB6GnJp1CoWCgZlqsAMiRKIgBIJ7RCaCWDEFIH4GsAfp1SOksI+TiAPwNAnT8/AODna90fpfSTAD4JAPfddx/t6elZ9DEDQG9vL5Zq3zcSLuc6HhuaBV7ciVSuHj09jy7NwK5RLNZz+cqTxwD0Ycutd6AnELusFHx9eD+AQZB4wnfOzx0dwb88sxcA8OZNrbDGF9DS0Yaenrvcbf5i/w6sbatDT8+97mdN+3rR1NqAnp43eQc5MQq89hoevvs2fPXkQXRv2Yqee9ZKxzP//FPYtnkdenpuw7dHD2J334Q7Lkop7KeeBABsufV29GztXJyLsEj4/d0v4MGbmtDdnMOxHWdACFBBUvosfezELmSTMygaFtbetA0921b5/n2mYKBkWuh0yuxkkD2nxeefwqwVPmbxue9h6+Z1eHjbKmDvK+yZ3Op/JufLJqYLFdfU+UrRNzYPvLADCybw+ONPICZR0Yi4sOsc8MYRvPMtj+BPdj+P9q516OnZCgCgzzyJjRu8/z9OzqC3/zje9NAjbhOM/LlJYPcuAEC5fjV6erZd8piD1/TV0nHgzBkAwIsXTdSnE5grm7jp5q3ouXcte7b3vob7730T7lnnj2fr9ryAtvYW9PTcDfLCU9iwrhs9Payie83IHP7vnhexdvNW9Nzj5WQSLz+HtWs60NNzJ9vHi8+gtbMLPT23X/K5LCZuvJXpDYyFioWOeibTrJWgGb8ChRBfWLTXp7WHkIP/8tnX8GffObbcw7jqGJ0rYaFiKSXLhy4y4zhZ28dCxXTVCyuxpvxq4/ToHH7nqwcjfXqWC1OFCppzSfzCYxvRkk/hc6+cC20zOFNEl0MEbW6vc70LZAqYKPBa8kSMoCGbqOoxNTDllarx44kmm6y1uzeGdQIhJOLhv3wBd/3JM5c01iuFYdnSkrGUYGgoM5XmhtuifJ8TackAwZROag+hlQpCSBKMDPo8pfTfAIBSOkIptSilNoB/gFcWNgCgW/j6WuczjRsMnoeQnjeXChcclensCo5NhhUeQseHZwGw0pbulqxTChb0ELq0kjHuITSpKKMqVEwUDUsoGUtiWpifxMZYKy3emysZGJguYltXAx7a1AKAdcOaKhghP5v+yQJePz+FH7idkUCjc+GSsT/+9hF83wd2XFIXspJhoWhYGJ4t+ZI3JcNCxbTRmE2igXsISdZdH3r2JN72gR144fhIzceMwpTjAWTT2kr8+D2tSyeQisfcOJZSCtOmiMfCMZi4LuDxTiJGcDhgOH25sGyKVCKGhkwCd61txL/+t4cAeDFmzR5CNkVciL846RZc11g2RUxIjOdT8RVRMqYJoRsIBUddkYiR2gmhOa4QuozjVTxCaH6FvdiXA2XTwvHhOcwUa6u1vZ7A7z9/wQZxwglMRmfDk2ahYrlBxmLVlFdMG6Nzl9/ufDmx/fgYvrz34hW1a18qTC8YaMqlkEslcN/6ZumEPThdcgmhda05vPK7b8UTN7dfMsEleuY0ZJJVFUK8m9laVyFE3H0AYUPA+kwSLfmUr6xMxNHB2cjjDc0UL9v0cGK+7Av2zEBtOodIavFOGEmfQohl1cSyMdO2ESMIZfK4gqisFUIrCoRJKj8N4Bil9IPC56uFzX4EwGHn798C8BOEkDQhZCOAmwDsuVrj1Vg54B5CxRWw2LhewRMG1UqWlxOqLmPHhufQ3ZLFC7/1BP7wh7chk4yHnpVCoO08AGYqXZETQm31acQIfCSPiPE59nmb0wyiKZvEQsVyySoxRlxpJBs/x7p0Ak/c3I6dv/MWPHFzOyybhsb6oedOIh4j+I233wxC5ITQbNHAXNnEz/zjqzU31xCTO7xJEOA11WjMJlGXdjyEJNdvtmigbNp47z/tw4nhK2+aMSXEFsHydBnmyyaScYJ0IoZEwH8HgK+bqowQ4jHbutacMja7VBiWjXQ8hu/9+uP40n97Mzrq2XqDN+DgJue1eAiJibZsKo6O+nQoqWjRYHv6BIZnSnjn376I1y9MLco5XQ40IXQDoWBYyKfiqMskLqFkjP3AL0eMUDQsJOMEjdmklKm+0XB2fAGWTd2Xy40ETkCqFELHnIlpZNZPclg2Rdm0XUntYmWM/mnXObz1b3Zck8o1PvHXauJ3tWBYNubKJppyLBi5fU0jzk4s+K4xpRQD00VfqdjqxqyTZbm034XpZm3YO6YaWcgVQl0KhVDQEBBgZWPB7A7vxvWpl9Qm2APTRTz6V9vxYqBDRi0wLBvv/PBOt5UtpdQpZ1N4CJnsOvA//YQQy8KKgVpF4cPFz0uXjK04PALgpwG8NdBi/v2EkDcIIYcAvAXA/wcAlNIjAL4M4CiApwD8CqVU39QbEEXBf09j8UEpdeeHlWiADLAxcoWQaVPYQvx5YngOW1c1oKM+g7p0AtlkLPT+N0w7ZHOQTSVCCiFO6GQScTTlwt51HIMO8bG6kc3DPF7gcY0ljG8lNHQQYQvEACEE3S05V4UrEmCnRubw9f0D+LmHN2Btcw6t+RTGJAlI06aIEaBk2Dg8EJ1g4hCvqxib+AihiC5jlnNM06Y40F+dfLBsivc/dVyZQBUJqqmC+n4Zlo0//+5RnBieQz6dACHEF/e5pIsQg3VLVNr8+djUVofRufKikN2Wo+xZ05RFJhl3fRh5B1dXISRJyiWcxCKP04Kk0bqWXJgQsvxKqFw6gT1nJ3F8eI6V+S4TNCF0A6FQtpBLJ5BPJS65ZOxyOIxihflW1KUZAbVYLQKvVZwcmQfgn/BuFPDnTaYCoZTiuPMSDGZReNDBCaHFysL1TxYwXzbx6tmJ6huvMPCuDFFdPJYDPCDhAdK2rgZQCt8EN7HA2q92Nfpr5pla59JYZ8sNzmJoqIUQmi6irS7tKmGS8ZhPQm9ISJf1LTmcn/R3S+Py+W8fHFQGIwNTRVg2xTlFp7UovHZuEmNzZYw5ZLysFIwjmRA8hGwbhPizWFKFkEV9xtMcqXgMhOiSsZUGSulLlFJCKb1TbDFPKf1pSukdzufvopQOCd/5c0rpZkrpLZTS7y3n+DWWDwVDK4SWEtMFw012ykqWy6a1JBl/07Kx89RYTbHkjKMI4SVafL4oGRbOji9g66p6d1tZKZgZ8NYDICWOyib7/3QyhuZc0tdOXATvMtrVxGIA7gnJlfPiOVUrA7/aEJNQHM2SOXb/hWlQCvzkA+sAMB/VMYlCyLIpNrTy5hW1xQridb2gIITyqbiyu7Ph+CgmYqSmLl2nR+fxsd4zeOaIvMTMRwhFKIT2X5jGP+w8ixeOj7rdt1JC3Ce7to3ZJJpySd84eRKPN/24OHXlKqGgRyMnfrxyfPanTCHES8b4+INx2jpJUjGo+K5Lx72ys2WMvzQhdIOgYtqoWDZTCKUvRSHEPYQuncQoGaz2uC6TgE0RmmhuNJwaYSoY83IMma5xcGWPTCE0NFNy5bZBhRD3PuhsYMHMa+cm8bHe01c8nklnUt15GQqO5QYPCKIm3+UAHxfP+G3rYkbMR4TSKi8YzPq+m4zHLlk559aSOyrEaiVjF6eKbrkYOybxHdMMlIwBbDIfnC6FvIY6G9IwLIq+8XnpsXhwOHEZrWZfOMY6bAQl9DJVj+ghVJF0InM9hHyEkC3NdBFCkEnEtUJIQ+M6QdGZPyuWHSoX0rhynBcWerKExHcPDeE/fPyVmsvTa0malgwLv/z51/HTn96DV/uqJ7S4yp8TMHzheXp0HpZNsXVVg7utrBSMKWcDCqFkmDji81U6EUNzlEIoEAPweIGrS1ayQkhMQnF4CiFvrDyu4KV2HQ0ZacmYaTOirj6dkPpnyiBeV5Eo4deqPpMEIQR16YRUUW/ZNtKJONY0Z3FhsnqZ2sQCG/e4IpYRVUFRSUpRjcQJIV/JGLcACCTlmMLGGye/thvbGCG0GK3nLdsf+/E4KljOFowP+baGZUufDYCVtg3NllzClO9PJJdyKa+/V2UZ39OaELpBwF/yuVQC+XQcCzW3nWc/8Mv1EMom48g7P/4oVVLZtK57BdFJTggpfHSuZ3glY+Fz58aGN3fWhbIo/LnlCqFPvXQW73/qxBX7/3B570vXICHEiY8oee5ygF9TnvHrbEijNZ/y+QgNOdL1VQGFUCJOQoaX1SBO0g2Z6qbSg4FStZCptKRkbF1LDpZNMST4NRm27QbRZ8bkWT1+LSYug7R7/rhDCAXMoqOCEYARVcnANk25FAjxCFA2fnn5GcBaz5eMG+/9pKFxPUJc3Be0SmjRwRej8RiRqpdniwYolXsjBvHKmXHc/kdPu+VdKnzw2ZN45ihTa4zUEAfxebXeKSPiCgTuH3OLoBDKJMMJAdMOJ0qyqXjoeeLK0lQihuZ8SkkOMKVuylXqNmX9hIqfEFqZCiGRH+OEUNCnj23HrltHfVr6DPAy9W5JWZEKPLZoyacCyhm/QqUhk5ReP9Niiq91LTlcqEGV5CW35PdzaqGCvEN8RRFCB/tnsKohg/b6tEsCJuPEHbeX+Iou2+fxzqb2OgBqQujZoyN48C+eqynBxRqKiIQQVwjV6iFEfWbXIta15ECp3+8p+JvKCx5dlxoHLyY0IXSDYMHJFOXTcdRlavf04abSlyNqKTqtjus5IaR4uVNK8fj7t+PPv7syu28tFlF1yikZW0wPIUopPvvy2UWRTS4lPFPp8LkfG2KByeM3tbslRRw86OhwCCF+K45UMfStBj7JnRqdD6mSVjpcQmiFKYQ4QdXsTPaEENzW1eC7V3xyDnYtScZil0yUipM0LxmzI35bo3NldDhKM4CTKdT9fZsShc26VlbDLpaNmRbFTR11iBGWZZWB+zvVYrIoom9sHmedMjMeuPNAI+jjIJ4D3y4Z2CYeI2jKJjG54AWjpqJjGcBaz2uFkIbG9YGC8FvWZWOLD75Q3dJeJzVA5qS+qnxKxBdevYCFisXaeEdgz9lJt8xLtUgXwedVrkLgYzo+PIt0IoYNrV778VygZMy2KWwaXghnknGUKnKFUCrOSsbUhFDJpxDm5AAnOla2QogTPYJCKF+9k2dHfRrj8+VQfGI6ShGZz0wQzxwZxgefOeF2b7tzbaPUbJnHMHXpBObL4etnXiIJxWMYtUKItbBPxklkkvJA/zTu3dCMf/6FB/An77rdHasRKBmTefBcnCq4zwU/z86GNPKpuPIcTo3OYWS2XFNSLlgWyfyNiEQhJIvBiE8hJEsqAh5xRWn4N8VFEwAu2UtzMaEJoRsEvPQml0qgLh2vqWSMUuqVjF0GaVkyWHeCuioKoamCgZHZMj710lnsOrOyPF36JwvY9kdPY/8V1oGXDAvnHDZ+MT2E9p2fwh9/+yi+sX9ldxWOUgidGplDV2MGmzsY4y9OPJwQasgk3NbzQPUOT9UwXTDcoGp3DbLrlQQeXK40U2lXIeRk/ADgtq4GnBqdC03mQeIlmSDSckIA+LG/34W//N7x0Oem0FWrMZsEpcC8or1ysWJhvmyivV4khIizH3ZclSEg4J/MTZsil06guyWHM4rgfapKVk2FgxenATBJfkVQ/gARLU9NT0kUvK4AC1inhBbAhiXvWAYwhZD2ENLQuD4gLtoXdOv5RceFiQLa69PoaEhLS5b5nFZtrp4vm3juGFP9jEWUGds2xcmROTy4sQXxGKkp4cDHwJMwvPnA+HwFHQ1pXzlYNulX/nCriLCHkKztvIUYYWVATCEUbsUOMKVuV2OYEOLXz1whCqFz4wshBbnM56Yhk0A8RvyEECeO4p5CyLRp6DmwHCJiXWsO/VPFyITWJ1/sw8d3nMH4fBn16QQ2tdXhwmTBS2gFVEl1GVYydmRwxhcv89bu61pymCoYVb0XeQyjJIQWDDTnk2jOpZRJytG5Egami7inuwlbVzW4qjQZIZSUlIwZFnU75Ykl9LKmHxxc6VyL76hphxttyMam6vRaMW2lkjvYKc0tLSMKQkgrhDSWGrxELJ+OI5+qzUNovmy6i4PLLRnLpeJocdpLqhZHXCIbjxH8wTcPS7dZLhwbmkWhYuGpw8OR233ptQv4vg/uUL7Qz08U3Gu4mB5CX3qtH4BXJ74SYdk0khA6PTaPzR11rk+QqNgRiczmXAoPbmzBupYcjgyG25lfCiYXKrhzLfO4kZn9rWTwwEnV1nW54HoIOSaLAJNTGxat6oeTiMWkz0bJsLD33KTU/Jv/juIx1nYeAGYUGSoezLTX+RVCgGgcGC6lWuUo07jc2wtaCLa01+GMSiHkEDATC5f2bPGSuvWtuZChoSwYSSWIb7tgyRgAtAT8HAyJEopDVjKgoaFxbUJc3F+rCiHW0ntlKUU4+qcKWNucRUM2iTnJwpPHz9Xm6qcPD7sL2KgkQv9UAYWKhVtXN0T69Ijgpr2eQshy/rRDzQUyAYWQyhclm4zDtKlvzi4bNnjOrjmXQsW0Q2VllFJWui14+fGEMVdYrZSSsQ88exI/95k9uCC0NrckKhZCiKOICnsIcXKAK9yDsabpdJvqbsmhYtoYmi1JY5i5koH9/dMwLIo3BmbQnE9hVWMahYrlVnsEVUn1GdY86Pe/fhj/57tHhXNgcYKspbsMVUvGChU051KMEFI85wf7Wbx+d3eT73OxZMyywtcW8OwF+DrRLY0LKKsMy/ata8vOc1wTIWSFjdNF9bWlKAcDWGMPv0LI/1tpr08jk4y5z5Gsm9qtq+txU0cdSwRqQkhjqcGzQ9lkAvl0bV3GxBfAZZWMOR5CHU5WXuX7wuug37GtE6dH5zF6FUt4vrrvIn7wwzuVqh3OSlczH97dN4nTo/NuS80gFlxiI75oCqH5sonvvsEay1xqacrVhJiZDJJhtk1xZnQBWzrq0FHvLL7nwgqhXCqOD//EPXj/j96J29c0XFHJWMmwUDQsd0KUSb1XKsTgeKXd8+liBfEYcUtEAY90CfrhBImLVCImJUpPjczDpsCZ0flQtlHs6tCQZYSQauHAn6m2egkhZHoZtmApVSzGpMMhtU48hs0ddegbX8BvfPkA/vu/7PNfi8v0EBqaLqExm0RjNukuJlTdK/g5eB5C4ZIxACE/B+Y1JJ/604kYSlohpKFxXUBc3F+rHkL/vOscHvur7T5T1pUC7kvXqOhyyd/N1ebqF46PYnVjBokYUSoxAK+8fuvqBrTmUzXNL0GFUMWZ7yqmjVTCX7rNF6Q8RlX5onCzZPH5qlg2+PTTIvHVAVjSqFCxfCVjhBDHhyVs4LucROCxoVmYNsUHnj3hfqYyF24KqGPMgFqEJztFHxm+v0SMYL0Ti/7y51/H2z64IzSWV/sm3WMfGWSEECfz+LGsANFQl05gvmTi/MSC7z4ZllemBtROCKmUa1OFCprzKTTnkz4lsgiuUOKNRjjE+MVQeAilnYfKTSpaXlKRE0KUUvzV947jPX/3svs9ntiq1mwEkPtH+uK+S/AQCm5DCMHa5hwGHDN12TP0I/esxbO/8QQySXli9GpBE0I3CAqCQqg+U1sbeD4xZZNx2JfZZSyTjLvtLlVKjBGH+f2B21cDwJK06VRh3/lJHB2a9bXGFjHomMkeHZqNnKh5OZjKZJa/tNOJS/dKUeHZo8MoVCzUpRMrjhwQIXpHBc99aLaEomFhc3ud6+8iEkI8q5lNxfHAxhasb81jW1cjzk8ULjtY4IvjVqe7w5XUqY/Pl7H9xOhlf/9SMVcyXB8l1eS7XJgqGGjKsg4XHClelmWFJ3MRiRjxTYSf2tmH//q5ve7vcrZkhgISsZ6/IetkGRXG0vzd41cIOcaBtjfpK9uKmv6gJRlnCqGKaePfXh/A00eGfQEhl4ZPFwz3nGvB0EwRqxszSCVi4QBIUTLmeQiFs1wAQgsHJo9WeAgl425mTUND49pG8TooGXvt/BRmioYbi60U2DbF4HQJa5qzaMgkMVsMx9QVVyEUPVfPlgx0NmTQWpeKjDNPDM+BENaAoyVfm0KIz1ncuJYvchkhFFb+AN5iWqaIAeAaQovPF1MIse14GdhfPHnMV+7NF8VrAl1GE5L24005uSny1UDJYF5Ojdkkvnlg0C0NVxEDLQF1THC7bV2NSCViIXsC07YRj3vkzMH+aYzPl0Mq3ZdOj/uMjptzSTeGMgOECr8H9ZkEhmdLmCoYvmQbN7Lm/ojVfIS4ynmuZIbGRSnFVMFAcy4ZqRAqVEykEjGXSORIJWREoP+ZdAkhSfnWutYcSoaN4dkSnjk64nawA4SSsRqeIcOyQ8dNxmOhZ7IWDyFZ4i4vKO+8Z0PSNVaI+5YDmhC6QVBwzVyZQqiWNvD9jlFxd0v2sk2lc6k4Msk4GrNJadtFABhxyjHesrUDqXgM+85fPUKIH3vP2Unpvw/NFN2X+sun1Sqh844cUGUyy18smeTiKYROj84jESN4YGPLZXUzuloQ1Wg8O8XBS262dNShNZ9GjMCnEONZzbzQlvG2Ltbh6XJ9hHgQ1ZxLob6G7lRR+OSLffiFz7521bKXPNuRTsQiOzoAwN88fQJ//K0jV2NYAJgqhgeCHF5ZFvX9GZw0E07beR5QH7o4g+eOjbi+CgBwZtRPtopZOLdkTJEN4kF2h0whJHbpkrV295Ez3jE3d7C2p5lkDDYFek96xKCMHKoFQzMlRgiJmTPFNePn4Kmv5KVgjdmk77pUrHAbYY5MMq4VQhoa1wmK14ip9PBMCZ/a2SdNUvJuWOdr6IhUDZRS/POuc5GkS60YXyijYtlY05RFQzaBimWH/NdqVQixuYegrS4dWf5/fHgW61tyyKUSaKmLJoS+fXAQp0bm3Dkr68RQhkgIxaOVPyrvlKBqA2ALdl4y1uIYLX/v8DBeOO7N4YMKQkhMbPDkc1Muhfmyuaiem1HYfmIUTx9h1hCnR5ky+cfuWwsAbrmPirRoyvnVMabFukjx5FgmGcf9G5pDawiuEOpqykLkmIJE2Eunx/HmzW1ufNWSS7nxQCVAqMRdQijpxs+hbqqxGBoySTTlklUJIfEZC64zZkvs/jTnUpGd5QxJB1SAJwL9/pJBsi0V58q2sNfQfetbAACfffkcLkwWUDS8btUls/aSMX4fRPhKxiIUQlzlZEoMx4PbiPuSJe9SiZhuO6+x9CiUvS5jtbSBB1jdZzYZx02d9VfUdh5gdZQqhdDwbAmt+RTq0gncvqYBr1+YvvSDXSZ4XarMowRgC7S7u5vQmE3ildPybWaKhvvSVJnM8pdYOuG9ZK4UQ9MldDZk0FaX8nURWmmYi1AIcQJtc3sd4jGC9kB7Tu4hJGYWtjjtJi83QOQTd0s+5XanCqJ/soAf+PBONxhV4Y2LM7Dp1at155nG9a05TBUqkSq/7x0ewvcOD12VcQFsbLzlPEfIp0cwghaRChg88+2fOTri+vicDvy2xDp9bhatCvTH5sogxAtUfWPjJWNWuL0uG5u/LAtgBNbNnfVoziXxJ+/ahvb6NJ4/JhBCBcMd06Wo94ZmSljdlPWTUFxKLcsoOdkpSqmSEEo7ZQC+bmqS8wSATCKmFUIaGtcJChXL7fpYi2/kcuGPvnUY/+e7x3A8MN+WDMvtulittKUWXJgs4A++eaSqJ2Qt4Iqlrsasm5AILj75O7xa8oa1oY6hrS6NiSoKoa2rWEKsNZ9SbmvbFL/5lYP4/KsX3Dkrn/YvrCtWWCEUVP6oCBD+PZEAK5uWSwiJcYBIGnGFUFdTxrc/saMTJwZu7mRx3rNHR6DCieG5S1LgRuHvXjiN//bP+/Dpl866z+Eda5vYOQTGFpyKWwJkCFfhiHhkSxuOD8/5rDO4KjmViOEd21bh3vXNAMLd1c6MzeOONQ3Y1MaSUE25lDvXm4FkG0/21Aml+z5CSIhz1rfkcG68OiHES96CzxsvjW/Jp1wfpZdPj4cSpDLTZiBo3CwvT0wmHOIroJiOxwhuXV2Pmzvr8KmXzgJgXrf8meRqploqCYJt59nYJFYBEQpy0V8yCFk8p1Sja0JIY6mxUPEUQnXOxMCNplU4dHEat69pQDoRu/y2885CvqM+rVQIjc6WXNO1e9c3442BmaumuOAv5z1nJ3FyZC5E6AzNFLG2OYtbV9cryR5OTJCINtT8JbCYCqHBmSJWNWbQWpfG5EI0ObCcEInHoE/MGUeW2+YYj7fk074sRFHwEOLgQcvltmfkE3dzLomGTFJaMvbXT5/AsaFZ9EaUg1FKXXPrWrIQi4Fp5zgbWvMwLOr+roMwLBvnJwoYmS27pNpSg0uHRSSDcl/FxJoIEkfCvX3i5nbkU/GQgbOYvWzNp0AC6jIRY/NltORSvqAkISkZkxs3iyVjnlqnPpPEvv/9/fjx+9fhrbd0YMfJMZYpsmzMFA2XuKy101jJsDC5UEGXUzIWvBaqDheUsgDUtKlURZQOBO8qJRTAyCNtKq2hcX2gaFhodcpkqynClwuvX5jC00fYov9A/7Tv306PzrvxUi0tsqthwPFwWQyfDlft4phKA+HFJ5/3qhFCvPNjlELItinOTjC/RYAtwmdLpvRcxhfKqJhMscTnrGDbeaYQ8s8DPM4qBRVCIdWGf77m++PzT0dDGql4LFQCMzJbRioe8yVmALmC4l13dWFzex5/88wJKekzOF3EO/72RfzSv+xblDmLX6c/+85RfOHV80gnYu4cHvTpCRJkjdmkG5sBngpHxGNb2gHA10lZNDP++H++F7/csxmAP8FoUwpKgXQijk3t/N4LJWM2v25eOTsQJIT8JWOcjNjUXoc+xboGYM/cVMHAzZ2sK1gw4cYTlI3ZJNY05WDZFD/1qVfx+d0XfNsZljw2SSaqd/Lizxo3QxcV04QQvPvuNb41FX8WvC5j1eNfTsj6xhaPwTC9a0sI85QMIuUk+VUKJ74vvl7hOXGVH5EuGdNYNIzOlqSZFK4QyqXibvlNVMbIsGwcGZzFnWubkIiRS1YIWTbrLJRLsmN1RCiERuZKWOUw0G9a14yKaV9xW/FaUDFtjM9XsLY5i6mCgXf+7Yv4Q6HLmW1TjMyUsboxizVNnilYEOccOelda5uUL1fXQ8jpzrAYGHbKS1rzrJNTsFa2ZFj46U+/isMDV9aRqxpevzAV2S5T9BAKst+nR+exuT3vSmvFhTDASh2TceJbwLrByGW+OF1CKC8vGTs8MINvHRwEgEjz6otTRfeaXy1jal76s7GdZYpUbT7PTxTc56xaBmjRxlaooDHrD/RSbt17OLsjIlxa5t3bW1fXY3NHXYiQtQTlTCIeQ2teTTqPzZV9LefZ2AIlY5IgDmDPZJmTM6ZfrcMDhLfe2oG5konXzk26gSEP3KuVcxqWjZ/9xz345oEBAMCqxmygnbztG68ITrjxTm6yLFyQEDIiPIQyCd12XkPjekGxYqHVWXyvVFPpj20/jba6FBqzSRwMEEJcoZtNxheHEAoYu17Rvqa42iWLhgyLc2cCsYSrEKri98caGsTQVpfC2HxZmtyrWDYo9dTS/L7KYgCuXuIJCkDwEBLmFZWHECcPVZ2fUpKSsbJpwxFzoCGTRO9v9+A/vGmNL+armDbSiZjPZxDgHkIO6eKceyoRw2+/4xacHp3Htw8Nhs6RJxqfOzaKP/rmlZfGW7aNhze3orMhjdcvTOPmznpkkv4YgY8teD3SDvElqnCDc+xtXQ1ozCb9hJDtL9+ud5RmflU93GNuahcUQjHPU0j80ysZ8wghkVBjiSN2zE1teQzOlJRJw5miAcumHiE053/W+L1NJWL4sfvW4lu/+gha8qmQst6SEC4AU9MEy7JUajRRYRMXyvHedVeXbzv+nrskhZDUVNpPVqkacXB1m9f8o4rtQIRCKJ3QptIai4g/+c5R/OoX94c+X6hYSCViSMZjqHNeFFFlLidH5lA2bdy5thHxWAyXukbgEwp/obbXpzE6V5JOdMMzZXQ6CqHNziKqf0pOviwmuEntv3/TWneSEsmLiYUKKpaN1Y0ZrGnOYmS2JGVvzzuS5rdu7cD4fEXaYpS/LDKJmLuQvRJQSjE0U0JXU9bNtgRLUwani9h5ahxf2HNBtotFwYnhOfz7j72CV87Iy+kAYL4s1laHFUJ84Qx4JTAcRaHskINLSC/3xcmvU1M2ydrFlv0Txtf3DyCdiOGhTS2R7e1FsuhqKYRmnGdrYysLDFTlSCJ5wiX3Sw2pQihQllVxMkXBgJBnjzwTPxsNmQRiBLh3fQs2t9eF1HfBAKizQU0Ijc+HCaHg2AxJEAf4szaurDmw3aNb2pCKx/D8sVE3QL+pkyuEoss5Jxcq2HFyDP/za28AgKsQknU2C0Ls4mbaVEoacUUdV11GKYR023kNjesHRcNy44PCCi0Z6xtbwEObWnF3d1NIIXR8eBbpRAwPbGzBhckrjwk9omQRCKHpIurSCTRkEkqFEI9RqpaMOUqRtro0KqbtthL3bRMwrW3JO2U8UkLIU0LxMXAiyechJOkyBniLatV8lwoofwHHVFrYXVdTFulE3JdgMBSdMJOxmKvQEZtFvGPbKqxvzeFr+wZC3xG7Ou09L/cAvRSYFkVdOoFfe9vNAIBbVtWHuqRairImPjdzUsOUeNLEYwSrGzO+mI0RJd529e7azHuOOHeZjBNsavPUYZ6ptN+DR2w7zyGq6U3L9imEAHmM+NmXz+I7ThdjXr4XbOzB70EyzpJyd65twpb2OvSNB9TckpIs/j1PCS0nSrxnzTtP8Zp1t+Tw0f90D37tbTcB8Nae3Avx8tvOE/c3J6qqgkjEmP+lavwAlF30gkhqhZDGYmJouohxyaKoUDFdOSiXEkYphA5dZAvhu1yF0KVNoPyh5tnpjvoMSoYd8i0yLBsTCx4hxDuSVVtELQa4f9A93U14/Q++H2/d2uGbvIacFvKrGzNY25SFTb3viDg3UcCqhgxuX8Nqu2WlZa6H0CIphCYXKiibNlY1ZARCyH/N+IvxhWOjS1ZOxq/RdFEd8Kg8hAanixifr+DW1Q3uZ+IEAfDn1pvYAC+DcLnXcbpgoCGTQCIeQ4NEIVQ0LNRnEnhoUyv6xheU2RORLLpa7VE9DyFHIaQINMVn8NwimHFWg2HZKBqWGxhzBAMqU+Fzw++pm+0yKbZ1NWL/H74dd6xtxKa2PIZmSj6ywgpIjDvq0xhRlYzNld13i3vMQMmYzFgQCJSMOeMLEi/5dAJv3tyKF46PYkq4R/EYqW4oGniOVzdlfSSUqh0rG4dHjqoILVchZHiBl+w8+bZcaq2hoXFto1ixkEslkEvFV6xCaLJQQUs+hbu6m3ByZM4Xlx4fnsNNnXXY2JZHv9Ne+kowMM1URovhO8NbzhNCqnoIFSpWJNHOVRtt9SyWk5UZB7tNqhKBgL80js9Z3DuUj6ksKRnLBEylVWa6XjJFIIQk80o6UDJm2vK5x1+eA+c8nZKgu7rwypnxUDk4H9uG1hz6p4pKlfp82cT+GjoXc9+fH7tvLd51VxfedVeXS0YESRfV9eBzuWmpO5YGDZ7jEkJIjCc5l5OIsSTl27Z24N71zZL4xV/WxNVGgMxUmhNCLI7sk3RH/uNvH8UffINVTHQ1ZZFPxUPPpUtCCXHHpvZ8aH+GLU9CJRNh4+ZgaVk6HlS2hff1Q3d2uSombjNRViiEjg/PYqbsf1ZUJWOikbUqZuLPCD9uNduByBb210KXMULIOULIG4SQA4SQvc5nLYSQZwkhp5w/m53PCSHkI4SQ04SQQ4SQNy3lCWj4MVUwpGbRC2XLLRXjE0NUG9KD/dNoyCSwvjWHeIxcsoeQK4uLewohAKEM/thcGZTCJYSasknESO2+G1cCPsF0NmSQTydCk9eQQ/50NWWxppl1Rbg4HZYtn59YwPrWnPtCelXSscztMpaILYpc2RtbBq08UxS4ZjwAGZ4t4ejQ0pTgcYIi6iUmPo9iZu51Z5LmRnoAy7SI2xQqVqhVpdtd4TJfnJMLFTeYqnc8hMRA07JY6dC2rkZQChwbkhtLHxmcdbs+XEmnskvBTNFALhXHqkb2e/n0S2fxiR1nQtudHp3HqoYMOurTV0UhxO9FUIIe6uSlmFiTgdKyikNuNDoEU6dzvmLZqREIkDsbMlKFEKU0umRM8NaRqXD8ptJqtc7bbu3A2fEFN1vZ6hgtRnWNEY/PsVqhEJJJlsXrKwuUAEZCA55CSGU+DTCFUNm0VqwfmYaGRu0oGhayqRgjhFag8s+yKWaKrBnBPd1NsKmXjARY6fOmtjqsa8lhvmy6ZPvlgiuEFiMpNzBddM2RG12FUDDh6R0nqvU8LzHiSQtZc4Rgt8lWx3dRphDipXEVk7qxJ1f/iHNsKuGfi9228xW/X0vIQ4gnGXwKIc9UWtyuLJRSVUz5HJWIE3fNwP+MOSrid9+zBjaFW8YfvB6b2utQMW2lOvire/vxo5/YpexAysFUIEzp8pGfvAeP39zunndI3SExIAb8rdHVLcr9fj5+hVC4ZMwlyOIETbkUPv1z96OzIePGA66pdKCsSfQQEglQ0fB6Y1sehMgJIREt+RTa6tOh51JUCHFsas9jYqGCmYJYGaAgAmPEFxsC1csTTUXJe7Dckf8ZjM1/4bN78a0zAWLLpohLVHCi1UHw391zcD7nhHtUa3pAXRoXPOZy4FIUQm+hlN5NKb3P+f/fBfA8pfQmAM87/w8APwDgJue/9wL4+GINVkMO07Jdc+SJ+TLmy2YooJcphFRdxiqmjWePjuCRLW0ghFyWh5C3iPGy9wDwnYND+L/fO+ZuxzP6qxrZv8dixDEWvgoKIZcQYscOyluHnEl1VWMGax1CaEBSynZxqojulhzWNufw5k2t+KdXzod+1D4PoUWQK3NCaHVjFi118kyRmOkXOyAtJrhCJcp3RCzDE6/LvvNTyCRjPoVQsGTMsMJZLP5MBjuWXcqYmx1CqCGbgE3hM2c2nBrlbW57e3nZ2OnRedznkFlXTSFUNNCYTbqlWTtPjeNTO/tC250ZW8Dmjjw2tOVx7ioQQiqz6FSgvE9FRoSJI/9973AJZS9LGJTedjgBSzD7O1c2UTZttAcUQqL/DuB461RTCEWodd66tQMA8JW9FwGwIKo173mnqUpOxee4OZdEJhl3SCjPj0B1TLHTCLu2aoUQfx+ozKcBVuJr08UpqdDQ0FhecIVtNhVfkSVjM0UDlAItuSTu6m4C4FfeVkwb2WQc61pyAK7cWJoTJZcbO4gYnC6iy2mf7io7FAohILpszHCSUDy5J1P5e+VbAYWQhDwSz5MvtIMKIZmpdMhDyF2kB7uCRredD27nzmW2fI4STXeDpMvm9jrcsaYRn3n5nM8flW/HO2+pno2FigXLptLYXYQsWeXFCH7SQtaiHBCURArSIthFynRIKA6+NhOJRe5bFCQQEvEwWSWSKfz5aKtL++Zzw/KOmUnG0dWYDZV4BdGaT6OtLuwD6xGGAiHklLWdEfZpKJJtSVmyLaTU8SeA+W8lCJ44jvIQopRiZLaEYP7WtGioO5jYdj5KIcTvPT9eVYVQFfPp5fRwvJKSsXcD+Jzz988BeI/w+T9Rht0Amgghq6/gOBpV8NV9F/GWv+7FbMnAbMmEZdPQQ1WoWMg5L5tqJWMvHB/BxEIFP3ZfNwAgHr8MhVAgk86z8x9+/iQ++WKfS1hxQqij3mtD2VaXqppVXwyMzJaRjBP3xZlOxnzdzYZmSkglYmjNp7C6MQtCGPkTRNn0fG5+8fGNGJ4t4buH/O2++USSTcYWJRgRy9m4uWAwU8QljNlkHC+dHr/iY8rA/VKqKYT4y09crL9+YRp3rmnyEQSJWMxHmBkWdT2DRCQDSqJLGnOhgmanLapM6m05C+bVjRk055I4PCBXV5UMC211aSRi5Op1GSswQqgxm8QvPLoR961vxuRCxac6o5TizOg8trTXYVNb/uqUjCnayYeIHkUtOf/MbTsfyCTy94cYkAQzSh0NGVAa/h3w4JrL8UNjs23YNuvkocra1KLWWducw1u3driKrOZcCm9a34QXT45h+/FRPPb+7fjMy2dD3xOfY17Tn4wzJaFlU19nsyDELm6qcjxZlzFZcAawevwHNrQsWidEDQ2N5YFtU5QMG5kkayQSVTI2MV/G+764P9IzbykgNnjgSY7ZQIl5Ik6wvpURQuevYC6jlApEyZW93woVplbiyvFMMo50IhYmhCzbff+qGkCw8TCihM9RMoVQMOnSnGOdNb9zaAi/8aUDviSw30PIIYRS/u6szEMoQAilavMQSgeIEsDxEAqWjCWDJeMqYoC4saGsTO3P3nM75koG/uMndrn+OnxsvOzp/MQCfv/rb+DVPr+fJR/joKIpDIfMJyYZKGXnY4tJTLHFY6kIhKACJKgQiscI6tMJn4eQWzImMT0WjxksGe9uyeGz/+V+/Oi9a2HYnkor6FskK/HiY+VozifR2ZDGyJy/bM904z7//gC/6khJBCa8eN9SPGuJeAwx4nUZsxT7cslMlxAKewjNlU2YTkdWEZYdfi4TMaIk23znEPebWSu9gWrwEBJjzeVAovomAAAK4BlCCAXw95TSTwLopJTyVe8wgE7n72sA9Avfveh85lshE0LeC6YgQmdnJ3p7ey/rBKphfn5+yfa9UvDiiQoWKha++OSL7mdPv/AiGtPeAzc0VkScAL29vaCUggA4fOIMeu3+0P4+vq+EpjSBPXgEvcNHMdhfgW3TS7qOwwvsoT554jh6505jwWA/Av47fH57LxIxglcvsh/riUP7MH7K6dxjFNE3sKA83rPnDKxriOGWlrj032vFwVMlNCSBHTt2AADGhstYKJnucY/1lZGLU/ffG1ME+46fRW/SL10tVQwMDw2gt3ccoBSr8wQfe+YQmmZOudscPc/Oc2J0GDYFZueu7LncfaKCOAEO79uFGCHIxIGDx8+gl1x0t9k3xAKr1TmKk4NTyuPZlKJsAVkJ8RLEbJniu30VvH1DEq3ZGA6fZoHL0ROn0Fs5J/1OX38JuQTFXAU4duIUesvnULEoDl8s4B0bkr5xTU2UMDNnu5+NjpVQNMPPHqEWzp6/gN7eEfezWn7rlk1xbrSAZhTQ29uLC8PsGj2/cxe669nzNzhcQrlkY8eOHViXt7Hj6EX09obLAIulMkaHh5CNUxw/cx69vcORx14MXBguIkbYM/tYHVDKGdhLge8+14uGFLt/s2WK+bIJc2oItk0xPm/gyWe3I5esfn9lqOW6TpXY773vtP856J9jn+8/+AZiw8fQP1iGZVih/Z0YYfdh16t7MNgQx8xcAZOk4G7Ha75f2ncYmfETAICj/ew3tXfPbpzJxDDq7OPJ7S9jY6P3bjg5xSbqgTPH0Ttz2v38/Cz7fP+BQzAH2Pb958+it9dvYDkzVcJkgT2TRyfYdw6/cdD9joj/uJbi9EAM40Ubr76yE/dlbXyF2vj5z74GCuDFg6exZpPhO/9zM2yfv3B7Cne0l9Db24uLF9ji4bntvXjDeUb3vfYaLub9QctJ599e2b0HcwsljI9WQtf2+CTb/569r2PubBzzxRLGRobR2xv2VWgE8MtbgVdf2Rn6Nw0NjWsHJSe5lUvFkU3FI9vOP3t0BN8+OIjeE6P4/H99EHeubboqY+QkCSM3CNIJf1KOl8F2tzDrgjOj0UqGKEwsVEJZ+ssFL+lpFDzzZAqKimmjoyGN/skiJiMUQjxR0uKQPLKEaLA8Jx4jaMomsff8FPaen8Kfvud2N9nrEkKmZ3abCyiEZF3GMgleXhy9eE1eokKoYtpA2ikFr+Kt4xJCAulyd3cT/vxH7sD7vrgffWMLuKu7yb2H61ryiBFg+4lRPPnGMNKJOB7c1Op+l2+n6hLsbidRCAdL2T2FUCDxFQsmvhRdtYTzpJRKiYb6TCLQdh7OMeVjMwWyKrhNzy0dOHRxBpR6pWLBjlqb2+vwpdf68bHe0/ix+7rdskXTYl3X7l3fjHQijs6GDHacGPPtX1Yy1t2SQyJGfB2XZabN/Husex5Vqq8Ar7W7uy8JIZRz/a/YteOKnbmyCdumiMWI+74J5q9lvorJRCxA8MmTaPwZ5+/Xat5Aqk51fF/LWTJWKyH0KKV0gBDSAeBZQshx8R8ppdQhi2qGQyp9EgDuu+8+2tPTcylfrxm9vb1Yqn2vFDw1cQg424/Mqs0AWPvFO+99ABsdKSUAvP/gTnQ1ZdHTwyr+ctufQsfqtejpuc23r7mSgTeefgbvfXwz3vbWrQCA/cZJ2H2n8MQTT7jdgShlKqRMUk7KnByZA3a+iDtvvw09d3aBUorUjqfcH8VDjzyGunQC/bvOAYeP4InHHnFfRF8f3o/9F6al961QMfELzzyDd96+Cv+t58rsqT55ajc2dNro6XkYALC7eBw7Bs66x/3W6AHULUy6/7/p6MuwEnH09Dzk24/93Pewcf069PTcCgD495Xj+MSOPtz70CNuTXDfS2eBY0exaX03nr9wFrl8/oqey28M78fqpim89S1vAQC073kBueZm9PTc424zurcfOHgI993UhS/vvYg3P/oYvvDqBTy0qdVXpvW5V87hj751BC/9z7dgbXMu8rhf3HMBT59/A7tHCT738w8gN9gHXBhC9/oN6Om5yd1u15kJjM6V8O671+AzfXvQaRcxNzqP9Rs3oeeJzXjt3CSsZ3fhPY/eiZ5tq9zvfWv0AAbK3jX/xMldyFGgp+fNvnFkdz6LztWr0NNzh/tZLb/154+NYN7Yi//81rvQs20V4qfG8LEDe7D1jrtx/4YWdo79ezGHAnp6HseZxFn82XeO4qa7H8QaRx7OQXqfxrrutegrjKKupcl37ZcKf31oJ1Y1ZNDTcz8AYO7gID5/bD+23nWf62HVP1kAtm/HXbdvRUMmiS+f3Ie1t95z2UF+Lde1f7IA9G7Htlu3ouf+bvfz06PzwMs7cPPW29BzVxe+NrQf9ZWZ0P7s4yPA/r246557cXd3E5J7XsDa1S3o6bkbAAtm/r/eJ9G8eh16em5hx9x1DjhyBI8+8gja69No7p/GR/a/jO6bbkfPbZ3uvhOnxoFXX8X9b7rHFyieHJkDXnkRt9y6DQ/f0g488zRu2rIZPU9s9o3tK4OvY2ZwFj09PSAnx4DX9uD+e+/BvetbpNfi0UcNDM+UcJNzP07QY/jki32ozyRgphtQV1f2nf/rF6aAXa/gsfvvQs8trOzsdLwPOHkMDz38KGYODwNvHMIjDz8U+n1ax0aAA3tx9z33In7oNaxb24Genjt92zRemAL2vIKt2+5Az9YOxF58BuvWdqGn53bF3dTQ0LjWISqE86lEZBORgxenUZ9JIB4j+MeXzuJvf2Lp5zIAricQV+xmknHX/B7wFmqZZBwb2/I4FmhnfSkQS4auVAHpLoSFReKapmyIdDAsG531GfRPFiP9jwyHQEjEWdmYrHmJzGPlru4mHB6Yxfh8GcWKhbp0wlUvAZ5yFGD+lfxYtqOSSMX98XvYr6U2XxeAeQgFG4jxLmYeERcmoQCmAvFUSfJjcvLNtP3EUTYVx+rGLJ45wpKDQbsJvr9qCiGZEXRQ2c6Nq4N+Ml7nW4GckZaMEberqYpsq88kfaoWfonDChZuZC2UUkWU4zMiKEzOPLSpBf+06xze/9QJpBNx/MKjG2HbFDYFHtjYgl//PtZ1bXVjBgsVC3Mlw13XuCVjwrkm4zGsa835FEJMvSTrLucpw6NKqfxNNqqXjPH1aT4Vx0LFwnzFREMm6dpqmIGfv6ztvFi2H6kQcu49J6Ckbed9hKdd03kuB2oqGaOUDjh/jgL4OoAHAIzwUjDnT25SMgCgW/j6WuczjSUCl90eE4yD5wPmdqKHEABkUwmpyeD5iQJsCty1ttH9jL88xEn0xVPjuOdPn5VKW4Gw4SshBD9671q8aV0TAH+nA8AvT2zNp5Vdxg5dnIFlU18t8eVieLaEVQ1eqRo3lebSyqBJ65rmnNRUOigPfXRLOyybYnffpLCNMyk7BNqVVmQMzpTQ1egRFMx3SW4qfVMHW5ieHJ7Hn3z7KL68168Ke2OAycSDpn1f23cRBwNtYHn5jWHZ+MreftcoMVii+PcvnsGHnj0JgJWMcTk4n5z5/RNbzgMswAqVjKnaVQbf6jXgy3v70VaXcv1eZCVjYmDw6JY2AMBLp8YQBPdiacgmr5qHUDA7wo0lxd+h2J6Wk8JLbSztZnckkyoQzJxFeeE4k36gZCzutOQdnZWfJwB0NMiN642A90LwmIZlC+OXlFzFY74uaYC8tIyjPpN0ySAA+J133ILvvO9RfP+tndKSU24qLZ5vWgi4+bFlLeXFLm6GIiuZdrO+Xtt5WbCqoaFx/YAvsLOOQiiqZGz/hWncs64Zm9ryV6Vcn8NVCOXZPJxO+D00TIu6ZbG3rKrHiSsghERC4Eqz8KZkIdzVlAkRQhWLKYTiMYKLETGr6Ou2riWL/qnwtp4awzvmZ37ufvzOO1mChMd7wfM0nH27pTfCnBIsxw8SPSoD3JSsZMwMl/LICCapAkTwjrQVsYSnSuLxOZ+LCda15Nw5PLgm4XN2dYVQ2PCaEMIW6YKXDD+mCJecsQRyRqWEsr1rAYTJpaBCyOsyplIvyUvBgtuJJUuib9E7b1+NI3/yTgDeMySzAOCNf0Sy0usy5r9uG1vzOC887yrfQv7bNi0qxHOysv24UPIuP09OCBUrlrtthzNmHt/z9UqQEJYpukQjaBlh5G0Xc48LqIkem7LjqPw22XmucEKIEJInhNTzvwN4O4DDAL4F4GedzX4WwDedv38LwM843cYeAjAjlJZpLAF4NsBHCAWyQQsVC/m0Rwjl03KTwYvORNTd4mWi+QtLrLs8MTyLomEp3ell7Pdf/Mgd+I+OLxFfnPAfblokhOpSWKhY7g9MBO9MdX7iygmhYOehVMBrwwhMcGubsxiaLoX8WqzARPKm9U3Mt0cgEdy2884xrtSzdbpQcYMogHU0CppK8+u3pZORLi8cH3W+6ycvOGnAMywAU4r95lcO4if/Ybdv2/H5MuozCWxoZW3AORkZfIkNTBXdiWq+ZKLJyQDyFyy/xqEOYomwqbSqK4VxiV5M4/NlPH9sFP/+TWvdfXIzyDmfb4GXabm5sw4d9WnsPBX2YOL18A2BjM5SIphpaXe7knj3XiQtuPfCufEr/71EwTM+DkyqIVNpeRYr1HZe0kK9vT6NMZH4CmSU2urSIASh1vOy1qjsmN7YTEmwzSFrO38phEoiHsPtaxrZ+2OmGKpflwWZYsCturZsvN526i5jgfeaHTYT1dDQuL7AF3dMIaQmhBbKJk6OzOHutY3SxNJSwvUQysl9HA3b86W5dVU9LkwWlM1QqoETApnklXd6DRo8A8Ca5iyGZ/zxoWHayKUSeHhzK548PKTs3mgKRr/rWnJSg2SZ6S4hxPVO4ddtwOmk1ppPsYW2sNjlHjZuIjYwD8RjBPEYcf1aVGodPs/w/VBKnXIw/5i9mJrtr2Iq4jkhEegekwTJJX8sIZpPrxPWK+Nz4Q5S7LpcuocQO1fR30iu7hATM3xf1TqWqhVCCcyVvXjSpvLt+P7d7myKRI8bIwhdukKt3YPm2RLSgifPh4X4SlYyBrDyxJIgOIgqoQPYdYtWzhC/qbTk2ooeQvzYfH3HO43xNZIRWDpIDcUDqp5qptK8ZEzaDVZoYCLzyPIfc/n8G2uJCjsBvEQIOQhgD4DvUkqfAvCXAL6fEHIKwPc5/w8ATwLoA3AawD8A+OVFH7WGD9POpHpixMueBCfNQpl1m+DIJuUBQv8ke2nyrlqA91IQFzK8xTk3Nw5CtXBKBzIGsompzW2n6Wf6KaV4/TwjhGaKhq+t4aWibFqYK5nuscSxlX0vTm9cN3XUwbQpjg56xFuwFSjbTxwPbGzBTsHImb9gF0shZAYmnJZ8StJ23nbHDTCzcMB7XrxzYNsd6J92F9MvnmRjb63zG/GOz1fQXpdGV1MWg9NFqUKIUoqLU0X3s/my6crR+XXgL2yuXuBIxGIBQki+yE1JXpwD8za+sV8tRjwyOAvTpnibow4CgAa3Xawo0fWCUEIIHt3ShlfOTLiZK3dsziTRkE2E2s0uFYKL+VaHEBIVdRVhkmZdJDJLbizt/g6UgRIP9lRdRoLEUThw7KhP+7qMBev5k3FmAB9UCKlUPSlhklYFvny7ijAu8bwuBWtbcrApMFkKPEcSwkf0aFCpr9jYvOum6jLG3zm8FEMrhDQ0rn/w+I55CKlNpQ8PzMCmwN3rmpzE0tJ3eOWYLFSQSsRc9brY6dXiRv9xrhBiZe6XqxJaKLPzb8mlrnjRJSPxu5qyMG3q8xGqWBSpRAzvuXsN+ieLeP3CtHR/hjAvrmvJYXC6GO5UqzDdzbgLYfbvvDSwtS7lJgr4d3gXo4okEcshlq14c6cijhcSPZQi5CEUjqnVbedDHkIKFY6s49c6J/HVVqdujV61ZEyx6E/EY9Jjigj6+RiWrV7wmwHiKxCX1GeS0rbzwevmJrS4YsqmUjJCbNjBS8GCY4vFiM9EWRYPrWoMK4S82CV8PcQksVrpL8YvVZQzlrguk1/bZJygaFju2od3p+XxPSeggyIcWdv5ZNyfCAzeJ3dsAVNpWXv6VM3x3ApXCFFK+yildzn/baOU/rnz+QSl9G2U0psopd9HKZ10PqeU0l+hlG6mlN5BKd271Cdxo4MrhMQ24/Miw2xTFAzL7TIAsCBBFiBcnCqgPp3wmeXxH4IlTKJckaBi3U3FwimowuGdDoiQDXBbbwoEx188eQw/9P9ewr7zU275kUxWWys4edIqtKJOBzItlQAZ8fjN7SDEU9oA8kwRwEqN+sYW3AVs8HpcqW9YsE1iax1TCIkZqKJhIZWIYXVjFsk4wcGLrDQsWMsuBh5PHWbGyM875NGda5p8247Nl9FWl8aapgwGp4su4y4SQlMFA0XDcvdbMlgXNnHC4dtnkuHnw98iU65mYBOr/yI+e97Ar3/pAN5wzjMI/qIViVFZu9hgLfnDW9owuVDBKcHQUuxKdTUVQsH676ZsEjECHxkYVMRsbM+jL6Jk7FsHB6WeBZc0rmplWYKRZVTbebEePug10F7vN+2UtWPvqM+EFUKKLl2ykjFZQOULkPl5KrJFUeh2/H/Gi0G5cnh8KSHg9si2agqhal3GLNe8MarkTUND49pHUVAINWQTmC0aUoXKAacs/K61TWiRxBGXg8HpImZqmBOnFww055Ju/JdOxFDmZSuB9/vWVY4n22USQqZtgxD2br3STq8yBQVvQT8g2ApUTAupeAzvuH0V0okYvnkgnLCybH+Hy24ncRAkMLzko//dzZUR3ETc62gbZx5CQmIz7SiE3DJkCSEkLuarKYQ4GeEmoVReQ2LJuGLBzBXfKkLIm+u85BLArtujW9rwpnVN+OG7VmOy4O+6yv8+OlfG6GxJmcRWK4RibqdPt8uYcmzeOchICxnxFYwlGrLykjHl9XCvm5qEAgJkhMrgOUAEVi0ZU8RNqbj/N8bItoi4T1DOSJVViRgqYsm7Iv7KOEIHnnDm3at5fM4JoSAfbFp26BySjgE3IDfsDp6D6yEku7bC78BSEIHueVr2Fb9/Lxc6KrzGQSkNKT4Av4dQybRAqddlAADyjvlcEP1TRaxtyfkIGk8h5P3AuXpHxbqrXnaun4XBiQErlKVoqw+rHvrG5nFkcBZTBQM/dGcXgCsrG3MJoXxYIeSywoGSsba6NO7ubnKVNgCUrPbqJvYi4iomXkPLJ0PrCn/wZqB0qDWfQsWyfcowTsTEY8RniBxWCFFkkqy8aOepMVg2Ra/TTcAOjHN8voy2+hS6mrKYLZlu0Cmy2ty8sSKQfoy998gefv+DZI9Yt8vGJs8GsG4J/qBuvsL2/f6nj4e2BzyiTwyC0ok4MslYqGRMnAjvXd8MwCtXBERfmqXzEKqYNv7dR3bii3sueMcNyGVjMeLI/EVvHT85s6E1j3MKQmhsroz/8cX9+MKr52se18WpAnacDHabqM1DSFVbz78n+gMEt+uoz2B83gv2ZMHNupZcqDWxiqwSW8XKyCWOpKRk7LIUQo7qcqwgz/yK+/QFcVFjc4MRGzaVbyNmaWWKRg0NjesPRcFDaFVDBhXLDpWVA0xZvqohg9a6NFrzTD0zd5llWRz/+VOv4i++e6zqdpOFilsuBvg9hPicweeQtc1Z1KUTOD48G95RDTAspqCIx7yF3uVCphRd4xJCooKCJTbq0gl8322d+M6hoZDyJ0h88fKnYNmYynuEJ9X4/ebzRTYVZ4kC0yMn+KKfJ2hkhFAqEQ+3yA7MF8HSsrK7GPbvKx33x9TBJCtHQmK2HDay9quIxZLxu7qb8G+//Ag2tuVBKXzPOZ/zKAXe83cv420f2IFXTkssABSLfmYEHa0Q8mIJT60jW/CL7cdNRYkUUwh55K267XxQlaQuU+Njr0a6eGRb+L5nknE055L+kjHX/zB8PcTEbtVyNiEpp1Jp++0E5PFXLhVHybBccrSzgSuE2PuMJ8MN4fevUk2JJWNmlKm0c158PS3bzv0dCISQykuLnaMmhDQuAwsVy/fwcIncfNlT/3AlkKgQUpeMFdAtlIsB3gMusu6cUBmclisLDMVE4klNPQ+hICHESRpR9VCxKOrTCbTVpfCfHlwHIDxhXgrGnQV0m+AhFJS3yjLu33drJw5enMGo81JUlZCkA+07+QuFs9CLUjImvFBaHFWVOBEWK5abPRI9oaYDmTtO2DyypQ27+yaxu2/Cc+MPDHR8jimEugIdt8S6f+5DxSe+ssXusUjilEwLiRiRdk4wbeoZe5uK7gSC0R/HvEFBCLDz1Dj2nZ8MfaeiCILqM35CxwzIfTe05tCST7nlimwbb2HdkEmgZNi+a7AY+M6hQRwZnPVlRGVy2ba6lE9Nx0kVVyHUlsdM0XANPEUcHmRqqgHF71iGT77Yh//+L/t8n7kZJUmWBfCbSqtKAAF2flzFEioZa0jDsqmX5XF+UyJ5vbE9jwuTBXc87NjyCdgjq6i7jcoQkMutVSaKtWB1YwbxGMFYQCFUkZA0PoVQlawe4L3j5QohJ4NsWFLySWPlghDSTQjZTgg5Sgg5Qgj5NefzvyaEHCeEHCKEfJ0Q0uR8voEQUiSEHHD++8SynoBGCH+3/TTe98X9S34cVyGUimN1Y9j/g6Ns2K6/ZIsTe01egbF02bRwdmIBJ0erK3mmQ4RQ3FfaCnjvPUIIbllVj+OXqxBy1CnJeMw3P1wOZKQFj4nEJGlFSGi95+41mFyo4KWAH2FQwcrLn4Lxrao5Ai8Z4woFUSFkWNQpbWffSQUVQoEuY4CflFO1WWffjQlED5//A9sETaUVCb6koCixqPyYqpIxcS5rcz0VwwkygDVjySTj+LnPvuaLq7jiW0XiVCtnCya+LMF2wLddojYPIcOibsWHsmRMokqKSrYxg3G1wlkkq2Rd9ACmEvKVjEWouUQFv2GrlOFOIlBMylXpvqVSXwHeupZfO17m9ltfOYhf/Ke9bgws/vyjFOSsFJJGewg5z3jRkP8+2Ta8vM8jvmJE/nwA3u/pakNHhTViZLaEt39oBy4sgpnxYoI/4NwLZ3VTFokY8ZWMFco8MAgqhPwLWO79EmxtLPMQ4i9clUKomm8Hn/Qrph3ykXE7JwmqB8O0cevqBuz939+PW1c3oCWfwoXJy/dF4WRTW14khPzqJRkhxLtTcYWErNsE25dXpsG349kp4MpNpYOu9y6JJhJChuVmj/g9zSbjmCkaPnLPdHxpHtvShvmyif/19TfQmE1iS0edL3AqmxZmS6aUEPIphJxnwnIyErwsUJxYy4btBjIiRF8XQJ1REo3+OBYMuK3j95ydCn1HRQg1ZPweQMGOCIQQvGldk08hJBo8ch+iuSo+Qgtl06cuiwKlFP+w8ywbt0humGHpbbBuPrjo39DqdBqT+AhxPyyVjFqG4ZmST5bLjqnOJBIiegjJM0WuQaJAzgQnaG6gzTuNGRKJ9Ka2PAyL+rp5qUgcMTtlSYJLDnGSVvk41IJEPIaupgzGiwGFkORdyTNKhqMQSgSIL3ds3NDQyU6p6vQJ8SuEVBk2jRUHE8BvUkpvA/AQgF8hhNwG4FkAt1NK7wRwEsDvCd85Qym92/nvl67+kDWisOPkGPaeCycsFhuiwoaXewTLaQFOWrD3QYskjuD4WO9pvFbDuAemiqAUNXWCnVzwN8cQTaVlBMiapqz0HDhOj87jj791RGoazZNy8RhZhLbz4fmuzrFa4AppHv9w0uWJm9vRlEvia69fxN8+d9KNBYLv/876DFKJWGitoWqO4HoIGZZvu2wq7swfAYWQ5XkIVWuiYEUQCKJqg8fMalNpL6ZWlQ4Fy9SCm4kdqcTtxBiAx8HBrqv8PLeuqsfTv/440okY/lpQkkf5uiTjJFQyFiKrAiXvshb27r74+BVJKN7Sfc5JUnKCLEy6+NdlskYcbDshzolMfBEf6cLOK1D50JgJmUqz+CJMkIlNX9TXw7untXrrqNrOA2yNWzS8hkTt9Wm8/z/ciQc2tmDHyTH3uRDdJlQlXD6PScX4+bkCXgwmJ7TYb9SnEKriNbQc0FFhjTgxPIeTI/M1TYhXEzxbvtUx3GvNp1CXSfhKxvgEK/q1sDak/gXs+HwFRcNCd4t/sc9fdvxBppS6hIrSQ6iKQqgseMkEF+i5VAK5VNynEAq+7FSdGGoFL0drlZpK8xr2MBnBO3JxRYZaIeQnvkybjZ+fw5UqhIITa4tEVcUIIfYi4uUqb1rfBEq9yQaA2+L74c1tiBFWivdTD65DQyYhNRJnHkIBQkggLcTFOH/GUvEYkjFvMpSVCgLh8kRGVinqugOE0HyFYn1LDmubszjiKF9kYwyWqTVkk5EeQgBwz7pmnBlbcMvtfCVjktb1HDMFA2//0A7sPTeJj/Wexs9/dm9kQMux68yE2zXQZ85n01Cr2Na6lNRDiF/LDc4zKysb49fpUjyEuGmz6BEha4kLMDJNvFfqLiNepkj1m/LayrOxWpLys03tDvklnKuKxOFklSkcUzaZiwaaUX4+taC7Oaf0EBLHl/SRUBEtT51nYSFCIUQIQcYxa1XdJ42VCUrpEKX0defvcwCOAVhDKX2GUson8N0A1i7XGDUuDRcmCq7x71LCEJIWPFM+JHnPi6rNVonSmOP9T53Af/zErqrH5e2mx+crVc9zumBElIyFCZC2ujTGA00DOCil+INvHMZnXzmHvrH50L9zL51E/Mo7+aiUlrzZBhu/s43zjk4lYvjBO1bjO4eG8LfPncLXXh9wtvOfZyxG0N2clZSMyZOsPK4vu4oS2/k8DsO2ndjTUQjFY6iY1GvmUtVUWk0gcINqwCN8wt2rnIWwcE+VCT5OuijOM9Q+XTJne3YT/q6r61py+Hd3rMb/ec/taK9P45ee2Iznjo2667mqnZ+CZBUJbuMv9VGZZyfjMZcoVLVZb+C+ls4ajj+qwZgj2OpepRASx+aty1QlY/7fXvB6rGr0ezSqFN/BkjG1qXQ4KaciDPmaUdV2HgCyyRjrMuaueeP4sfu78eP3daNi2jg8wGJqscuYYcufXVHdHuwkHTxXwCNkVaQiwH2c5KWCAIRuZMtDCCWqb6IBeC7lV2JkvBTgNZG3rKrHS6fH0ZxLIZ9K+GrAvZe190DL2pC6LeerKITmyiYqlu0qE2ZLhrso5pC1yARkCiE5MdBal/Kx/IZlIy94IK1ryWF/f1gFUivG58vIJL3uFoC8ZCwVWHxzMqEcMPALTYRJWcnYIiqEAi9YV+otqKpKhuW2db+nuwnZZByP39SOl09PYKpg+FrBJ+IEjbkk7ljbhKODM/jZhzdg77kp9z4CXtalrS6F9vo0Ek4tfn064d5PwE8IcU+jVIIFYnzykpUKAgGzwhT3cZJvtxB4fucNiuZ8Ctu6Gnyd4DhUCqG6dMLnvSQGUBzcR2j/hWm8ZWuHb/JqyPoncBGnx+ZxcmQeP//Z19x7NDBddDO2KvzDzj601aVCxJfM/K41n/b5bQUJlXUtOcQI0DcmI4TYdRqcKYJSKlWhBMGNnacLhnseqt874GSLfF1G1FJZ01KXZbXXZXzHl9X8b2xjHfX6xhfwFuezaqbMlRqyU0B1P59asKoxgxMD/h+/IVlciJkiFYkmfoe/y1XKn3SSmbVG3SeNlQ1CyAYA9wB4NfBPPw/gS8L/bySE7AcwC+B/U0p3Kvb3XgDvBYDOzk709vYu9pABAPPz80u272sNFYtieLaEOMElX5NLvY5H+lls+Nqe3WhKExAArx46gTXFs77tRseLKJlsPBOOevGV1w8hOZoM7hIA8NXvvYC2rPr98fx5L1Hwb8+8iO56+bY2pZhcqGB2bAi9vRMAgJnJEqZmbfT29mLU8Vo7ffIEehf6AACzoxUsVCw8/fx2pAPv4MPjJnb1sbnhuztexd0d/uXNhYtl2KaFhblZmAVgvsOKvJ4qk2EAODTG5vqDB/Zj4ZwXQ2asEk4OsPtUMNi7tv/cWfT2XgQA3BSzkIqzhODg8Ch6e3sxWWLneeb0KfSWzwEA8ijh6IWib3wHh9gx97++F6MnvWs663gnHjp6HB0LZ3DsHLv+02MjqJg2hkbGUC5S9Pb2olQoYthYwJ69LBF07PAbwJBfqV0uFjE8WkBvby+OCs/QmYz/PlKzggsXB9HbO4FzM048XC75xjy8wM7t4OEjyE+ewEKxhLHRYfT2+mP3wYsVVAx2P04449/1ysvIJ73rzz0ijx0/id7SWRw/y7bbvetlZHlixLnmuw8cRdPMKTaG0RLMMsV/XAPMnzuE3nPAFosiHQc+8eRrWLgtjaJTZn+urw+9tN83tlKhiBGLXY++sxXECbBjxw7fNgNzznkeOoz02HHMzRcwES+Gnq+L5xlR9fz2XjcxdOL4MfQ6YwWAs6PsPu945VVcbIpjoVACQLD/9b2YOO3dK26rcOrMWfTGBjA+WZS+V46Os3uzZ+8+tGXZdTpzil1DEZVyEQNDZfT29qLfOZ+Tx4+hd9obW3GygvF5A8++sB3JGMG5C2XADv+OBvqZ1+ML27cjRgiK5TJGhofQ2+sXVBxzfke7X9uL02MWCICdL/qvLQDMTZcwWWLP8MxsARlrQfrbLS0UMTsL7NvPygEPH3gds31xzM+ya+Cq6Gzb/T5/rs72nUGvdcHd1znnOex9cScmp0vIJ4n0mEPz7FqNT7NjvrzzxVA52HHhPEec38S+1/agP+f/TfVdZMd88aVX0J67+jGaJoRqBC8HERe7KwHTrkKIdWBoySdRn0n4MjNBcz4AbhtS26auY36/c26i3wwgegix/XD2/a61jXj++CiGpktoWBUghBRZeTdjEKEQAoC6dNJtE8rOwc/QbmjN4TuHBlESVDCXgon5Clrzad8COM0zLRHy1liMICVkRlRZm3DJGJNW8gXslSqErIBpHVc6iVJvbioNsE5Zh//kHXjRKXWbKlSwEUxNUbG8Tl6/+86tGJ5lhIXYEQEQCKH6NOIxgs6GDCM3GjM+hZCoGlsQCCFRelsyLJc0EyEqIwDnvis6YYglYyXDgmEDTbkk6tKNeOboCBbKpo9E5PcsSESlgqSLhGi4fU0jAOD48BzesrXDZwQZpRDij9dsyXQJo2pqnNOjc9h+Ygy/8f0349sHB91jcfO74G+qtS6FhQqTyTIjST+hkkrEcMeaRrx8Zhy/hVvc782WDJyfKLgeRNMFA82CyboMlFKBEBKycBGlVOJzZCok46IyzPUjCOyLd4Tj5J2MuGvOJdGYTfoyxFEkDr/3njReTVJWaxlaC1jWVq4QkplKG5a/S4xqbAX+O1OMi2feVW1iNVY2CCF1AL4G4NcppbPC578PVlb2eeejIQDrKKUThJB7AXyDELJN/A4HpfSTAD4JAPfddx/t6elZkrH39vZiqfZ9reH06Dzw7A5YFHj40celsY8Kl3odL+4+Dxw5jMceeRgdDRl07H4OmeZ29PTc5dvu4yd2IQ+gp+fNKBkWfnPHU2hfuxE9PVvcbSilwFNPAgBGs+vwo8K/BfHSd44CYIvNzk23oWfbKul2MwUD9OlncPdtN6Hn0Y0AgO+OHcSFwjh6enrYtXpxB+64fRt67mKNREbz/fjqqUO47Z4HfXGqbVP89UdfQlsdi1Ma12xGzyMbfcf79uhB5Ocn0Oqopevqysrr+fyxEfz6vx7A9t/ucX1pRBhHR4B9e/HgfffhjrWN7ucvzBzGNw8Moqenh8VLzz+HW2+5CT1v3gAA6AHwn3/Ixo9+/BU05FLo6XmAldb1bse2W7ei575uAMD2mcP4t9cH8MQTT7gx6tT+i8DBg3j4oQddpTrgxFgvPI3uDZvQ88RmnHqxDzh+DJs3dOOF/rOob2qBmaygp+dRfOz4LsRjBLfdsRl4bQ8euO8e3Lu+xXdurcdeQToRQ0/PQ+4z9OgjD7sdmzga9vaitb0RPT33sBLIXbtQn8v4runAdBHY+QI233Qzeu5fh9jOZ7Fu7Sr09Nzh29frxkmYZ0/hiSeewMlYH3D8OJ54/DHUCfHbvHOeGzZtRs/jm3CcnAFOHEfP44+7iU9KKVK9T6Fx1Vr09NwKAPjHvj1A0UBPzyO+YzbveR4t7W3o6bmLxTLPPYtbbt4Sem6aj76MunQCPT0PYlfxGBIXzoWem7PjC8DLvbh5663ouWcNkq++gK7VLejpudu33alYH3DqGN78yKPs2ry0E3fevg09d6x2t6k7N4m/fX0XbrrtTjx+czv2fPE5AGW8+cEHcFNnvW9/8WefxJrudejp2YqPHH0ZeWecItJnJoC9u3H7nXexZH/vdtwmPGvueR7aiabGDHp67sfhgRng5Zdw1x23+36/w7kL+MbpN3DrPQ9ibXMOz069gez4cOh6HKGngdMn8PCjjyOTjINsfxrru9eip2ebb7vk6XFg36u48657MHliFIlzfdLf5JcH9mFueA49PT1I7evFqs4G9PS8KbTdv5zfi4HpIrbcsgk4cACPvvlBbGqvQ8mw8Ke7n3YTuRYl7nFG50rAC89j6y03o+eh9e6++nefB44fxgMPPYz88dfQUZ9GT8/9oWP2TxaAl7YD8TQIKeGtb3lLaJuUc5533Hk3GiYLwBuH8PCbHwrZs8wcGAAOH8A99z2ALR11of0sNXSasEbwEpta6qKvJriH0K2rWclYcz4VUjzIOuNwg+mSYIQ74ixUubyYgy/W+H64GoEvkmU+QqqsvFdK5XWnkilFUomYz6Q3qNa5ZVUDbOoEWJeB8YWK67vkja02eWsqEfMUTorFa1BtxMuQOIlzxTXsAXPhXCqBbDLuM4MsCoQQwIi9phwjL2YK/hIpfp5v3tyKH7mHVR8kHDNdjvE5tm/u5cLLxjrq0757NTBVcM+fE6muh5AgMZYqhARigFLK/A1UMl6BxOGlk01ZphCiFG7JFYerEArc01Qi5na44NcjSAzkgsaNoqm04yEk6zQm3mdODslk+yI+8/I5pBMx/NSD63y19TIlCeD5h/FOYzJy5q1bO3Ggf9qnuuMqKu6LVW1cACsT48/8tK9kTO3BIxqAG4puEwkf6SI/T88805NIBzO4hBBsas8HSsbUJE7CIRZVxtOAX62jMlusFay23v+ZjKQRvRei2qzysRW4XFkxrnQi7phKU9/3NFY+CCFJMDLo85TSfxM+/zkAPwTgp6iTLqaUlimlE87f9wE4A+Dmqz5oDSnE+FHW5XUx4RHh7Le+qiGD4dlwuZWo2swk48il4iFTaXEe+3jvGfzox1/B7r4J6XEvTBbQ7pTu8LKnL7x6AZ/a2efbjntENueCHkJeuTjgb+PcVh/2iAGA774xhCODs/hfP7gV+VRc2oFWLNuv1mXs2NAs5spmyADa3ZeCWBe798oSsQCb13yeKJIS6e6WHObKZqAsWz5HBedFHidwz9BixXTvL29r7XYZk5hK+0vGohIlnudMye0aK1fUi+cqjRGExjWqTl7BkjHZPSCEsOqCOe/5rcXguVo7dte4WeElI5a8s7HVUL5VxUOIx5M8NJWpf7lKn5+D3OvJO6bnlSg/Ty9Ok8dgPMHqdbRTlwDyMfH9qWJD/u9RiryUUObJ/FgVJWO8y5jhlYzxPzmJypqEeN9xY/mQUbhXMmZYYb9KDk4Yj82X1XGapO28Sk3Pj7kc0FFhjVipCqGpggFCmELof7ztJvzQHV0hDyFZqQwvlRJVOPxllg0oN4JdxvhkfKeTGZH5CPGMe1zZZUwkBuSdDnzeKYEXytbVjCm/3I4TE/NltAYyP2EPoXDJGN9ONIsGJAohXjJmeBNOMh5zXxhXUjJmOR0RgsdsyadCXcYyKf+15WViUwW1PxNHIkb8JWO8M5tz3bqaMsgm42jIJN17Vaww42mevXNLxuIxXyBWNm25QkgoGYsy+mXlZ97Yph2CqzmXxLYu9lweCZSNVZza41go0AgqhMI1yrEYYQGQ5Q9W47EY2urSIAQ4dHEmNE5xv2/b2oFsMo7hKgbOB/qn8dCmVrTWpVnL84AJYXBs3PfB87UKk7Fvu7UDlAK9J7x28byE7ImbOSFU/d02Jvg3+EjFKPPJuBh4hUve+Dbs36lLzil9uUSPL8nxNrb5CaEoEocHQdXasfL9mBZFjCD0DNWKdEJGCIXvV9o9JlUS02z8bBxcISRT0/H9lReh5E3j6oIwecCnARyjlH5Q+PydAH4HwLsopQXh83ZCSNz5+yYANwHwr8Q1lg2iL0yw5Fm6/UQB20+MXtaxgkQ46xBUxJ6zk0wB4CAYWwXjCHFfj93Uhgc3tmB4toSf/cc9ruLYN+bJAu5Y04j6TMIlwD77yll888Cgb7uXndbffL4GnC5jnDwww+/k4FzHx/+BZ05g66p6vPvuNehuyUkTt3yRzjuZRoHv/yVJe3LA664kSwQaFutIqSpR987TbzsQ9MgE/M+LqpQ67qjWeTkMNw7OCmbT/BomHbWu66eoSMZWAkSJqhU4344fOx0PbwP4E6NSYkCY72xV5ypFl7F4oDynrS7tJsf4PquNX2UsDPiNoC2q3hc/Pz42ebcpPwEChOdivjYTE19A9diKnaeadDEt2xe3yvZVcZ5J1dhCthp2FSNrwSogiiDj/oyqRJtIoLJugfLtcknmjRskhACviqa9Pg2Lwn3OVP5RQbJKFTNlU3E0ZBKRhJbMKynqOdKm0iscvBxkaKa4bOydDNOFChoySSTiMfzG99+Mda055NN+DyGZkWgu5Wd6Ae8hDE5yiQDbyyfL27oaEI+RKgohecmY2GVMPmF6mSK+P5EA2dCaRzoRw/GACqRWTMyrFUJRXcb42CqBLFbVLmNOR6TFMJVWHbO1LoVxX8mYjUyAbOPZuGlhMV9RnGciFigZm6sgn4q78tz/9OB6/Mb33+x7WfM/uTGeWDKWiHmTV8lQmEpzVt4WDHwVJWNimZqrEMql0NmQRms+5Qt6+dhkz5pojghA+fIXvXDE57sln8K77+rC5145FyoH4wHCZ//L/fjIT96D1Y2ZSCUOpRQXJgpY77SeTQuTtCprUx+41kEzSwDY1tWAzoY0nj/mdTnjkyaXpg7WoBAaFQih6aIYlEcphIgvaAmaYgPCfTe9YDV4D3i5pk8hJLlPm9ryGJopuZla06IgChKHB1RRpVRiUGtEBCO1IJVg2Sle/8/GFz62v0xNHnQBnjG223ZeEZBkkmyh5V5b7SF0reARAD8N4K1CK/kfBPBRAPUAng20l38cwCFCyAEAXwXwS5TSyeUYuEYY4gK/UIOx9N9tP41f+fzrvvdFrQiqHlY3ZjA0XcIv/cs+fOjZk+52wdiqNZ8KdRnj78fHb2rHp372fnzrVx9FV1MWH3rupG87Sin6JwtY15LDupYczk8WUDFt9I0thOLmb+wfwNZV9bhllVcGIybbZGavnmmwNw/1jS3g3EQBv/DoRsRjRNlwhMdzLNEVHcPzpOfLp8el195SLKxFJYBqvubbBVt8i/dA1no+qiw7nYy58zknq7jZdKFi+RVC5qV0GauNjOCEUFAhJPPllLZGj3lxn4roiTkd4sQ267LkTNB/VGV87FNfSwyqxe2qtnZ3qyi8dYFqX4C//Dz4DInkAeCtFdQKZ05s2NL7mRCItCgllNg1TmUq7XmjqhvvBM+BtW1XEGQuWcVau8viOT429/ei8KEEGDnDTKXZtmIjJV5Fwytg+PtF9TsNq5fUMdPqRlYtEUVoAey+10IIaYXQCgdXCNkUGJquvSPPUmOqYPgktwBQn/Z7CFUkD7yrEKr4iSNZe2OvzIntR+w2taohIyWEgnJljmDGQNVtKqgQqgTUOvEYwc2d9VKFUMmwpF0yOCilmFgIK4TCLTLl7Q3TyTiCnTCCsmBZyVjCmdCAK1MIqZQiLLPnTYRFw0I2FSQPkiDE7/9iCB5CInhHBI7x+bIbkAHAAxtb8IuPb/KRd/xZ49LSeUeBlk7EfAFE2VS0nRdewrLnVtxOfGlygqsplwQhBLd1NYQVQgpCKJXwE1+GQu4ryyjx5/s3334LbErx/1445fsO364pl0IulcCqKoTQdMHAXNl0M4TJBAlN0sHJMJhVkMm8CSF4/KZ2vHrWWxvyAHNVYwaJGKmqXAL8CqHpQNkhoOqwIGaxoj2EDJu645I9k2Lga9ryjBIvV+CG+4ZClcTGxhYHqt8UEAzy1XLlWiAqfzgMSZDm3VMrsmSMd3ErRHQZ48ctmxZMxTOksTJBKX2JUkoopXcKreSfpJRuoZR2B9vLU0q/Rind5nz2Jkrpt5f7HDQ8XKpC6PTYPAoVC7PFSy8vC7Uzb8xgrmxicqHiLuD5dsEGFcH4KbiIacmn8P23deLI4KwvTptcYKbPnBC6MFnAmbF5mIJiBmDKp9cvTOPdd6/xHSediLulLTJFjKytON8v71bGjxskcni3xkS8ett5vv+hmRL6JN05VeVbblLRtKt28nLV45J3Mm/sIpa+RTVHyCbj7rxoOclHftxixXKfgWDbeaVCKNBVSzWv83MsuYRQ+DwBdo8opZHdtwCWELJsdQInKRAgrPw8vK/WfNpX8qhM8Anq66pdxgTlj1SFE1jIW4q1QypAMgDhZ8hNjvF9cUJIFjfFY75W93KFc7hMTaXWEQktfu4iQt2TLTkJ5Z6nTZXiAHH/nKxSxTkieafyoQQcQkgsGRMS4ryihSdbg6SnSiFUMWnk2AD2bgXCFTGhfQkNTFTPmji2qw1NCNUIsYPQSuo0NlWouGVAHHVpf8kY/5GLxAtXeYidxlSKGNfwlXsILZTRlEsiGY9hTVNWqixQPfTBxavKVFqU1KrGtnVVPY4PhxVCf/P0Cbz7714Kfc4xWzRhWNQNLrxj+lU9FcuWqhmkJWOhF2e4y1giTtwX2RUphBTHbMmn/B5CFUta/teYTbqLZb4/2XnGY/5a+8mFiq9FLIc/gHAIoZREISRM5mWlQogHBlSqbPO285ezeSVjbHzbuhpxanTOTyqaauJLJISishmhjJIztu6WHJ64ucNtY8oRzDytasxEmkrzBQMnhHz1/G6GMJpkVRFHLfmUz7eCb5dOxNDZkMHr56fxvi/ux3/5zB5sP+4vUxiaKeL3v/6GG6BmkjH/M1TFlLliCvXfkvvJiA3Hz0dRMsaOG4do6F6L7NZU+BYBcFsQe5kzdRDnqXWuTCEEwKdu40GVSMSnBOJI9V4Wx8fvq+o8WZcxW/kMaWhoLD36JwuuerYWhRA3xx+aDZP1/7z7PP73N95QfjeoBlgldLaMKsdvyadDhJBsTrlrbRMqpu2LwcT5a11LDhcni3jDUeqK77zvvMHKx951d5fvOLyxh6+jo/COzyTjqM8kfCVjQUXp+tYcyqbtS17w80zEeNv5agqhCrZ1MUXBK5KyMVX5lhhDqpKF/DyD5efiOzmfTqCtLuUrfYsq980IhBBfvIodKIMKId7CWxp7C0RPpN+JEPe5hFBEqb0qLmGfxdyxq1Q4fDsvKSdX4WRTMVchAqgTfKL6Opr4IgGiR7JNzJuvgeqlVKaQ+FITEUFCSHZc4iOr5OoliUJI5SEkxEyyY4YVX3LiS1R8R8UcYmt3mXcnR5CkVJZvJRmhvFA2kUrEfKTio1va8L1fewx3rW1yxy7+qWo7b9rR/kYAsKqBJSHVHo6iQkitRnNjea0QWtmYLRmuie5yGkt/vPeMzyx3qlAJKYTqMgksOB3EALEUzD/hAAgtEOWSQ0fV4uyPdehiC++uJoVCSFFjHY+xTlsu6aIwFw6WjMlqj7eubsD4fCU08R8bnkX/ZDH0OUfQC8c9ZtL/IlYpZ1LC2AyFjJct8DzzbPayFtrOV2GEZoqGe/+CkEmpAU/qTSkFpRQlM0wIAUBTNhkwBFaoNgJdxiqmLd2f73o4i/mcU0zueQjFWSAmPJPytvNiyZhaISQGBoBYMsZ+C9u6GmBYFCdHPAUZU5mpCCFBsaGQNUszZ8J2qxszGAmYdgYnYLZNSXn/zzvvlvWteWFstU7SXnkiO2aYOAouBPgxVjdmsKtvAi8cG8HLZybw9f0Dvu/+655+fP7VC/jy3n5kkowInpGWjEkCjYTfQ0hFRvCSQlXJGD9X8TclJYQco8xqMm9+7hVLNLKOJphU78haETTZ5OMM/v7E2vqoAIhvy4l9lVl0OhFHSVikaIWQhsbVBaUUFyYL2LqKEQ3VFEJTCxWXdJclEbYfH8W3Dw4pvx/0O/MRQkFFrPA+aK1L+TxYAPmccve6JgDM846Dz/eNuSTu39CCimXj0zvPOsfxjjkyU0JTLunG1BziXObNA/53WltdOlQSBHhxQrfEfwfw5oFErLpCaGK+jLu72fmNz4fV5pZiMe8u6IwqKhxfckmuoOgOlL5FLeaZQsivRudzgagQ4spqfuy0zFRa4iEkmz7TwrxerMgVQuK5RhED/Jx4SU2wbTeHX22sUHLH4775lZVvyVQ9nil2FPGVjMfcZ0wVc7i2GlVijmTgPNkxA8+Qq5rh6iX/MfzHFeNDRZmaz7eIP7cKgi9QxhgmPIMlY3KFkKj8qYUI5CV0KtIl7cRplNJIxTSvfJkqGMgEfneEENy6uiGUMFT5R4U7vUYQQk7JWFSc6e0romRMUMotBzQhVCPmSiZu7qxDPEaWTSE0XzbxV08dx7cPeuZ8C2ULdZkAIeSQPQuVoKeIoBBKyhVCsskr6CE0sVB2zf26mrIYngkvcKO6E4jlYCqFUHDxKvO5udWpPQ92k+IqBpl6CPBK3loDHkL8x1h2XtaUysmItNBljP9wgzJeQoiP1Aq2nY8qGZuYL+P+P38Oj71/O74RWJgDaolja10aZdNGoWKhbNqgFCFTaYCVL4klYxVFHXAwcKpY8qxHOuFNwG7JmKMQEruMpeJe7X7JsKJLxkxbmYXjn4kKoZmigVTMM5Hj2b2jQtmYumTMTy5FSYzLgQlTfL47G9KYKRputgwQiSO23arGLEyb+jwQRHCyubslGxqbapLmBEgowAyRlDHY1Ptt8gUD911IJ2L47M8/gI2teZ86DwBecBRDA9NFdNRn0JxLBUrG1ORdyiEWKa1ukMxkzeqSsUwy7nZGVHkDBCf8KIUNfyZVHT/EcbAsVrRapxpSgU6GbL/h5y3Y2SzqmL6SsShTaSP6N6WhobF0mCoYKFQs3LyKebZV6zLWN+51UB2ZDRNCEwuV0HwjwgiQ77d1NeCedU3Y3J4PLZjF+KWjPo2SYbsdbAF5MqKrMYO2urSPEBK3e/zmdjTlkjjhJGXEpEtFVY4vKKv5voLzQFvQIyawsJYZMvOxcZW2ERGAGZaNqYKB9vo0YkSevFPNsWLTlKiElq+bmkLxvT5ACEU1R8gkBVNpR+Hslal4cRuPq90OaFVib67CCdpI8PNym4koSsb8x1TPPWJTiegEjuiZoyqR8q8dVArhYOcqQD7/i8+LpVD+iB5CPM6pRs6oiAFRNQMwI2s+jtBxheuhShwl3bEJZZhVPKGUptJJv0KIESXy+Nw7ploR41eGqb0SRcV0VFKRx/9TCxXp+sI/tmpJfR6D0RoUQhnpPoLjr5i2a/pezZ5gOaCjwhoxVzLQnEuhqymDC5PL02mMe3yUhDY1MqVFnevfwgKOimRilSuE5D/uYKv0kmG7RENXE1vgBtU41czLXM8ZU91ljG/DXrB2yLCOZ4KGhWDJsGxXsXR8SN6BjBuENwSItEQ85qqXIifzKh0i/Nt5k368Rg+hwekSKqaNgekiPv/q+dC/qwKDFke1NblQcYNEmaKnOZcMLeZl3dQS8bByRqWYqrgToUMIpaNNpVVt5xPCBOF5CEXLeAE2AdSlvO02tOaRT8VxZHDG/awcUTLGa9x5nbuqdMgw/ROmOLaOejYpiL+F4GS42pk4ZD5ChmXj/MQC2uvTrum7LJMYIg8Ck4jq+RAnVcC/YPjdH9yKb7/vUdy/oQWZpF+dN1Wy8cbAjPv99vo0moLPUBUpshgAqTx4kk49fJSZeCbpmUorFUIy/64aS8aqEUzV1DrV4I1NJA3D711eQscXFlFt7pNiyVgVU+ko80wNDY2lA1f5bG5nhJDY4VWGM2Oed41svuB+gaoS5GB5S1Muha//8iO4dXVDiJAWS8Y3tTN1qkhIyeIhQgju7m7yEULidqlEDP/ujtXev/kW6fKMu+hRojJRZgohvwci2459d01zFqlEDC+fnvB9z7A9U+kohRAvl2urSzseLeFtVWoXcfzRCiEviaZakK5ryWFw2mtiE9XhMi2UjHGFs7g/HvdwNXSkqXSgdEjZClxIVpUMlmyTKXt4wrCaBQAfu2lTZRdPURkeNf9XLNtV2Kt8i2o2z04Q/zEl58jna8Omggm0mvgyLCoQA/7teKOIkIeQlOwR1dfyuLVWdYrPEkFxPYIeQoapIKEC95ONP6IiwLJhRBCBtfo4coXQZCGKEPLU14D63nveS7ayNI5jteMhFEVk8n1xgi8q+ag9hFY4ZosG6jMJbGqrc+u6rzYGHTPrkrCYKJvhxUSdU6POfYTciUnYLif1EFIrRQBv0SeSM1zyG2w9Hzl5CYqSsmnJ65iTHunitlkPTr4BthoABqaK7gv5mEIhFNVyk2fSo8iIdA2qDXdfQhlPUsjaRCmWefcmXg8bhMrAl5fxTQimkbKXYlMuFWo7L2X5Y8QNfKK2E+uK+djqQiVjAQ8hBRHob0OpVorw1rHcOHKqYCCf9K5HLMaMpQ+LCiFLTkLxZ5lnp9j+o++7LKvX4dQRj855AXrwXvEOB8EA//OvnsdNv/89HOyfcTOcAO/8UE3G659EVL+9YG26YVL32nbUZ3BzZ72zv7gv63xwjP39l57Y7GybRmM2hZlA2SEgz17y1u6qTChHIk583lGye5BJ+N8LUYaGYsCtmsw56RLlzxDsHBNFzlRD8F4Bal8lV2ofQWjxfXIlXjVT6aj3lYaGxtJh2PEB2tRem0LozNg8knGC5lxSqhDifoGqJgUqTxExIQeES1Y3tdU5x/cIKRXhf9faRvSNLWCuZEi3e889zDQ6Lahr+XYq5Qzg9+AJvhvb6tI+hW3QlDmdiOOnH1qPr++/iFNCybjbdj7uj2uC4Amdtrq0siNZNVPpihUdQ6YkPpTBeaW7JQebwk1wBhVfIvym0my+EOOmoEKoYtqIEQVpESgZUy7ShQRZyZDbE4jnaioIEMBPWlQr8fZUPbaUGBBVWnw7tVm0p3QB5KbAiZhXMmYr2s67+xNK4+RqozBREtyON4rwCAv/d33HTHg+n6rz9MrZaGTiTuwypqrwCJWMVVUIRROBSSEeUhlxi/vjpYlRvwOAK4TUsRA/Jh8jED7XcJcxdQzW6SqEFEp0YY3Eu+NJVXcBc/KrDR0V1gBKKebLJuozSWxur0Pf2ILS32UpMcQVQr5W8WFzXtfQtxJoVy1kgVxCSMhSVRRZG/5D4C8JsfSmyyGEgj5CUZMXk8syjyPDoopFuqfaUElNOdlRFhavXGJbn07ghKQDGeBdD5VctmzaXimYSu4b0SFCup1du0KI+wa01aekmSzVROIZhZvui1M2SddnEu4CElAbw8VjMTeLAXDzaTUhJAZBXOEyLyiEkvGYmw0rGZYb/IkQu01wPyJV0MLHDgAzxQrq/IIvbOtqxLGhWfcaVhTkoyyDUrOptHAPuEJI9BEKKk94JiHY0euVMyybeWJkzkcI+Yz+FL5ctZZIBZVEqnbm6YBC6MiEhTVNWfziYxuRisewqjHjKIT8JQUqApgHSirvK992Vbyj0qJCSJG95JkdkbyLOqbpZKeA6KxNuQZyphqC6iU+TpVpp5s5iyBwNrTl3f1FE0LRppIaGhpLh+EZNi9samMKnEIVD6G+sQWsb81jTXM2pAIqGZYb38nIIiA6geM3tfe/H9c2Z5GME5wZCyuEgu8p3nWUz/PB7e5b34y//fG78RP3d7vlNHw7laoaQEDN6D9ma10KUwUjtJgXt/uVt2xBLpXAh5476TsHrgKPKhmbcBVCqVBjDQ5V4shTUFieT48iZjIsCtumymQEjwO4BYIZoYwQlbM8nhPvPZ8/3C5jlrx8HmDzjuUkx6IWwknhOSpWLOUCnBNMkcSAq6CgsKi6xTdvPAGweyAjcIKEkKpNuUiMRiUC/SSU+noknGclspOXMDZVWRbAyTanTI1y1ZCcrBIVQpE+PZZoaBwd36qSzqGSMYWIwF8yFkEEOp8xk+1oNRqAqs0zsqKHUI0lYzK1vzhet0wtqmSsmkIoYOytNM/WCqGVj4WKBZsCDdkENnfkUTQsDCpaNH/ulXN459++GGp5uRjgmaCS6Vf1BF/s/EfrSkilCiFeMibsS6I2AuQKIb5dVxP7IQQJIZUbPx9H2fTIA1XJmE3ZMVULyaDjPeARQm/Z2oFTI/PS7E5Zcj28fcbd0hB2TPk2Yg0tICcQgiVjiVjMvSZRfOJMwZMsR8mV1QSZHakQEj2cAG62LJ+kDdu/XVRGpmx4k36eK4Qc4imdiLH9mSwAMm3qawnpHdObIKqVjAHeSz2oEAKY9L1QsVyDTJWHkEdCid2mFFLkoKm0MLZOrhASAvRgtqgln0IqHsNQIIgXSaAgIVQtaxMmhBQS6YBUVkUEMoWQd9/nKxSrGzOozyTx+V98EP/9ic1oyiaxULH8KhxldoSAd5Fg44/O/kV5DWQSYjcVBZES8FSKqjnnx7QiFE7+kjG12qgWyLuMqQM53m0nqtU998ti35Fvl07Gfb9PrRDS0Li6GJ4tgRC2eEgnYq7Howp9Y/PY1JbHqoZMSAUkdgEbVhBCqsW8WBIEhImjRDyG9a159IkKoQhfOsBrJhFU9RBC8J571qCtLg1KvcWXSmkpmkq7xwzM2bwZCL8GbjcvIYZpyafw9ts6ceDCtHcOzoI5EY9FloyNCwohXsYcBJ+LlV10reh3rW87xYK03SHbePxiWlUUQq5ylpFt4v74/MGv70LZVDYgCM53av89j1ApRimE4n7foigCwbSYUkQ1PflMpW1adb4GuMFzNDEaWUqVID7yIMonplpS0eeRGaEkSgoqNptGlyKZPrIq6tp6sZXqPD0SLVqN7nUZUxhZ+0rG1Oprdzsz2riZXzdeZqtSafNncKZoSNcX4jkFm7WEf8tCmVcVhVBzLul2UpbB7bZnRu9LljC8mtBRYQ3gctj6TBJb2sNyWhHffWMIx4fnpJ0JrhRDvGRM9BCywr4onATgC6eKZYMQ/wMfjzHT49o8hBxVi6u08I5Zn0miPpMIEUJRUtN00ml9aUSUbglMtEtoBbZLxWO+Tl4AI4RSiRieuLkdFcvG2fHwfYrM3DjqpWo11l5rerUvSrBkLCEqhCICEq4Qas2npYSWamHNX4Alw/I8hCQuf6IHEtufggiM+1u716I84dvnAz5WyXjMqccXiECpQkiYSKqUjLGxs+NNFyqoCxBCnPQsVWx3fCoPJG/80aVDwVJBMdBozqWQiBGMCB5CXgcRth0hRNp6nh93U1seD25s8R+ziodQwqk5r6b8cVVVwmQe9OUCvN8Ah0W9796/oQUdDRm3mxsvG4vKXvIgTmZu79/OaTsfQQRmJNJ41XmK1y0qoPIHcWqFEK8lv5IOXWlJBkhFWPHnrZoqyU8IqRVCvi5jV0BqaWhoXDpGZkpod0iGfDrhU2eLoJTi77afxpmxBdzV3YTOhkxIBeQjhBQlY8rEgDCnuJ55ge02teV91giqxJfYFRQQkhbB7QKKXtU7zZdc4ovSwLtb9Epk+5QnSnLpuK/9uOkoMZlCSL3g4obVbfVpxBV+Q1x1ElRtuAqnKh5C/jJ7+fh57OYqfxQKEIDNi1wVbjgLTnGe9RRC7PvzZdNtcBCEqFKIWryKXcZUTUIAT4kTlWTl5+521VTMTwmn/BxgxFctPixGDSVjkV3GAioclXqJq3VqMVH2K2eqj001rzPrBC/uU1V4xIhHbAAKz1PnmJSqrRNctbTgVyWL52Sqe9XakpDqpEutCqGupqzbEU+2vhD3JZJasvEFzyFKIUQIwaqGjPLZ4PvjidEosQQ75tWvQAI0IVQTZovsIazPJLC5gxFCp0fDPkIlw3IN9mRExJVi0DWV9hZElh1WCHnEgLcQTsZjockrl4pLPITkskTAY9ErgdKhrsYsBqb9QUl0Zx82QZQtdmxVyRjgtXoGwj/YYCcvALgwUUB3cxa3OB3ITknuk0f2yCfqcpVshr9DRJRCSNjOWbzyF1mkh1DBQF06gWwqHlkyFlYIOcow03LvvapNvE29sUeVjIk+PUHzSXF/AJskXIVQKmwqnXSk2pwIlLedl9x32XYBpcVM0UAuQAjxc+dqKZWBeUoyecnbmYZNCMXfSyxG0FGfxqhQMmZJsiOrGsMZX8OiqM8k8MJv9eDhLW3CMYnXblORtSGE+LJ1qvspSocBdcYxk4i79wgADDt8zMYcC8p56/mo7KWn/FGrcACvm0d1X65ooscj+KK7kfFjcKNCPgbl/rhC6ArUNUGyip+HqvNKxSm1izrmtq5G9++q88wk46AUKFYJqDQ0NJYGQ7Mlt7Qgm4wrFUK9J8fw10+fwI/cswbvfXwTVjVkMFUw3IUw4JU1ARGm0qoFsy+x4ahrAu+DTe11uDBZ8HWkBMLzYrhjjzxBFvZ1U3kIhbuMBd99WWEb39gC55AJeOGJMVikQmi+jEwyhnwqznwUJYszpfpKWGxWm8cAuB5xsvG78UvFm8dURIkvUWIx5Yw4z7oeQq7SwpTGX+LYypYVuXgVS4yKhiVNPvL9iQqhKKWIadFIn55UnAgJrdqbSlQ1z65itmxTb72lvB4J9qxEkS4+c+Gq9gT+kjEZEnGCilN6aEdsx8vxg11vg9tQXpWhiIdC3ZNteSKwVuKLEMIIN5u3k49+JgtVPIS6W3L4yE/eg2SchJoGycYGqLs28+14x+ZqcV93S9b1TpWBE/GWbUtLHfk2wPKVjCWW5ajXGLhCqCGTRGs+haZc0ldfzXGwf9q9kWfH5/GAkOkP4o2LM2jMJrGuNafcJgg+8ZeEBS4QQQy4JWNUqozIpRK+oETW2h3wXmx8cRvsNtXVlAmXjEVmFuI1KIQ887KoVslBA9wLkwWsa8m5HcguThVC34nyEOJlXlFlK2LbedVk7u5L2M6nEIokhCpozCYdU2cJIaSQK3vKMNsNImR13WJ2KuEsiGVED3/RcyWG2pMgbKTIParmAh5CpmW70mZZRkksGYuUGAvmfJw8ygTeZtkU+55ICElLxrjnjGm7XTKqmi0qgtX2hozPVFom0e1qzOB1QcrOzjdafVXteviVRHLljywoV3sIiYF0+LfS7CiEeKexqOwlJ12ifitsO+KqcFTnybqpeKRcVEDIyxiiOoOxZ5JKibvg/iqOr9WVdOiSSYJVHXf4PY1SXwHM86Mxm8RM0VCeJ//Nz5d5QKUJIQ2Nq4mRmZIb7+XTcaVCaNeZCaTiMfzlf7gDyXjMJZGmy14swDuMrWnKKkvGVO/3VDzuLm5Vyp9N7XkYFkX/VBEb2/LKREmwZKyaQkhMRkR2GRMM8EM+JolAfBtRQl8yLFBKQQhx3qOxUEOKICbmK2irS4MQgnhcHoNVK3mrWJZnTaDwquTXI2r8gBe/RClFM8K8aDpEoBjT8bHy+zBXMtXlOcJ8p/Lp4dvxxGLJsJxEtCHdbq5khsoJRQTVGJHERhXlTHBRHanAdRN8alWPvwOanGQF2DUWSwCjFEJcCaXaTmwmYlF1KTiPqaNUOPxzbtegHFtCuAcR5J0vKWfKr62ve1iVMvWkQ/JFlicGCKGoeOiH7uzChtY8GrNyQkgs2wOgLNkMGllHlYwBwP/9kTthR1jFJB11WzymLgHkPrM8mXm1oRVCAkZnS/jRj7+CV06P+z7nBrz1mQQIIdjcXidVCL16dhKEsAerT1FSxvGrX3wdf/LtI5c0PtdDiCt/FBNOuGRMbqabS3kyU8BZSEq2C3oIBRfWHfUZV2br7Ustc+RdBzwPoWiFUJSXTLBFdr9DCDVmk2jIJNA/GfZ6qibl9XfjkRM9wVpbqR+RsLC2HFk2Z8CjTaUraM4nmaGhRNqsKh0S7zsPIlQKIQABAkFGBHpkBN9OpWTg+/M8hAIKIadkrJpCSJx8K1GTFx+bRd1jZBXXgz/jVT2EhMmrmveCoQggOgMKIRmZuaqRmYSKxvSqTJxMMSXvgBb3qdaijLjdZ9eU33eR8GTnGlYhNmWZQoiXN0ZlL1NuWZZaTcfP1bSrlYzFPLmyKtDjmR2hvE+lSgqSUNKA0PmMB+9X4r/jkqcBhVBUUBiltgRYlu221Q3O+URn2PhvRZeMaWhcXQzPltymAsFknIgD/dO4ravBfVdwQmiqJCiEHEuC27oalAohU/He8xHcivfeZt563kl8euRMgOgJlYzJF1cpYV7nf6p8XQD4knLBOSqtUgiFEmSMsHDL1JzMfDUfx7H5MlodnyJOHgWhImc8tbR6/Ow8vYYoqvGLBtWAWlXFz5UbFXOvJHFb/ne+SB6bK0eaSgNcERthgCuUAZYMu6pCyIwgBry4jyqVbfy7Ffd+yomj4BwbpWIxbW7srVYIiQpy24a07by7P0vdTh4Qr5ln8KzyEBIJIfX1IE73MHWsLO4vSgnlESXR3cgyQgdo1TMpKxlTJuUE76Wo+w54JWPVyJnb1zS6ooAggnGwdx/k7za+lqqWCFzXmsMGp2GA9LjxmEeyRuyL3StdMrbs+Mwr57D3/BR+48sHfS2VZwUPIQDY0i5vPb/n7CS2rmrAhtY8+iJKxkzLxsWpIt4YmKl5bLMlw/VjEb2BgOqEkGHKs/e5VNztVMHGJf9xB31vjEB2J5302Gx3XwofE8BjmKOIAZ+HUKT01lMI2TbFXNlEk1PO0t2SQ79EIcQ9laKMg6P8TtIJZkpoiqoHpYeQsCittWSsaDA/GkV2Sm0q7V2zaFNpL6CybApKVXXdfiJQVVIo3it+PdwudpzRd0wODdt2r4m87bwXZPB9yVU93kud/y5CCiGJl1YUISR2fohSbADqILSjIY0RQSFk2WH/rtWNGVQsG5NCl64ovwf277aUXOIQjcLVmeFg5ky+XUYwqGTbed43HNw0nE/QUdlLlp0SA2S1/NlXMia5VywY8TKEkSVjwr2qlnHkmT9ZJw9CiE+tsxhdxsQMEO9+IxsbL2erJlfmPkIqo1D+W3M9vRSLAQ0NjcVHsWJhpmi47Ynz6bi0y5hp2Xjj4gzu7m5yP2vNM3JitiIqhCpIxAhu7qzD2HxZWgJVTUEpxjnBeXFNE1tM8SRkdVNpf6Ikyo+D/alSp3oePCo1Q0ghpCCrQi2yHaUl30615popGmhyiBNV23k2X0QphDwPoaqm0orxE0KQTcYFhZCaKBFjHT7fydrOr3Kev/6pgpoQinuK70hFjBBPRJpKJ2I+9bi8EQRPPlZrO++VjEUpa9n4LTe+ld0r8R5ElXn527ar1zVcRW9EqI3F30uUQsivhJJfM3YMfymYurQs5l5bcRy+YwZKBQF54sjfZVl+D/i+TCGeU56DUzIWdd/dUkd3PXH58UuwIY2KFOfH4O+ZaiRUNbim4xZVkopA2PT/akJHhQ4WyiY+v/s87ljTiLH5Mj70rNeuctZRCDU4K86N7XmMz1dcoojj6NAs7u5uxMa2fKSH0Mgcm8BH58oYmyvj8MCMr+xJBp4FYu0l/YRQcLHmecmIZIRMIZRwPSW87WQZcu/HbTsZCD5p8H8PMprVWgiKyh95lzExMKhSvuWcJ/+TkyBrm7Pon5QTQjJPJXF/kdkdHwGiZvn93cjY9eAvHStCWjhdMNCYTSoNDVUv/1pNpWUBYfREaMN2XtjVFEIiScmfpVSCXetEjNUo88xolDKsmtRULBnj+8sEyt74ufOAqqxQxIiZLlORLeDbBbtSBIO4zvoMpguGIGcPT3Kr3Nbz/m5kUQEE969hx1SQVVWUPyK5xP9UZWkNoRZeVjLmXttK9exlMuH3BlIFBp75dEQwkhAyoYqa83SQEKpSMsbue3QpWNolZxapy5jPVFrtccCyderuGxw/+/AG/OEP3abO0jrvLE4IXUnZm4aGxqWBl3XxBXkulXDVeiJOjsyjaFg+Qoi/M0ReYnKhguZ8Cqsas7BsGlJoA+oETkqy8Au+03gMKZbdyLYL+nHU6jVk2mp1KuCUjKninKBCSJHE8awT/MpZLwYLHd49Zz4OVdt5lS+NSGhxM2N5bOgpiVTjB9g8WzQ8Qkv13haTwLxEyq8QcgghJ/YwLLmNBBBQCEUZ4ArPEWs7H91lTEUqAl4cxb11YlEqHNsfU8uOB/iTyVEG5rWWeVUzPmY+PaIhsyzJIyqhon2LXPNsGlGO73hcRa2RAH4PaOR6JSWMzbRtxAjzxQxCXNco/SoFVXXUfefH5QlDdadaRyFUvnIPRDGmBqAkA4MlY1caM/kUQhHjTwnX92pDE0IOvr5/ALMlE3/8rm24d10zjg/Puv/megg5WQMu+x0N1G6XDQv5VAKb2utwfmJBaVw3MOWVMX330CB++KMv4WuvX4wcH/fo2dCad4keZclYwq+MKCuUEUFTaZWHEH94xQ5RvvpkoV0hh0quDHgvFC6Fja6x9krLVF2HPELIb1Ld3ZzDxaliqFa8YtohEs03NqE9s8pcmB3PZgbbcbmygJXe+A0B+YtY0snUxXSh4nSsUsuVgfCCOeZkhUQPIVnWRgy6XAInomTMsKgy8weIviheqV1KCEj4tebPDG9FLwsgXOlwlVJBf8mYc98Du+O/A7FkrBoJ5QZnivsuZqdkY+twWs+PzQmtYgP3ib8/RGNpVeDlzySqiRI22fCOdnICJDgRqkoF+X0RCZUQIRTyN5C3H+XH9Rk3V/HzqdZlDHC8xWxVy9PwYiayft2KDnwBwc/Hpr72xpeKoEoLUJteJxMxlN2xRU/V3S05/PyjG5X/7iqESl7XPw0NjasDTv7zBXleWOiLOHhxGgD8hBCf64Q4ZmKhgtZ8CqsbwnMJh8o7Rex0qFowh8qLlQohZ74OdBlTtWMXy7wiu4yZvFRW1skroBBSKHHSQaW8YCoN+Ak2EWJpeTIub1GvmmO92NBSdjUF/NdX1WUMADKJmM8bSPXedhVCAokjjo/vu6M+ExqDcmxVylvSQnzIuoypY2oxoSUvMRLJiOoJHEBdph4seRP3H9wXwJ4fVdkQIMSHdnTiKOkSG1GlYMJ9jyCOxFgz2lSaewipj8nHZtrRqiSxC62K6AH83ZNZl7FoEq2qVYCjnLEU8Zw4tgWXnLn8+CUdeLepfn/BkrH4FcZMyYRXthc1fm6xsBzQUaGDvrEF5FNx3Lu+2W2LzjFbZAZs/EHist/hGX9WhpnzxrCpjRnyicSPiIFpT7Xy0e2nQSkzHIxCv7OvzR11VU2lRWIAUCsGculEoMuYwktGKB2SEQgp56UkIqq0gnfp8kqHIjJFhtB2XpFRKgkKEL5/gC2SyqaNsUD2TOUl441NIKGk5Wyi4bVaMeDrRuZMJNU8hGybMslyLqmWK0dlPRwFGb/3MtLF1wkjQtbsZtKErgMqTyWAm+56++PHcYMr59x5ZlTWFpIf0xBMlOVklZeBcD2EFAqhksmMJauWjAlZrGrdWVSTOe9swJUYMmm8pxDy3g8qMlbmz6RSCInlidXq14HqQTn/XZm2rDzRTwhFZnecY/D9qYJa3g7YtMJldu5x3bGpMy1BY75qnVL4MaPKsrySscVRCIkZIFXw5XYZUyg3LwX8t7ZQMZXXVkNDY2nA28bzd38unXATGSIOXPj/2fvzOEmOs84f/zx199093TM996X7vsaSLFty+z4wyLA22Mtiw5qf1mAv9hoWzC4L7ALfF+wCXthlAYGNzWVjbGMbsEGyrLZsWYd1S6NrRjPS3Pf03V1n/P7IjMyorIzImunq7uruz/v1mtdUZ2VlRkVVZUQ+8Xk+zxj6O7PYZhQb0Tdc5qLxmekS1nTlAp+MV043KtJtqbKxKWORa19YXjqiELKlghnpynFBnGg55ZLlemums9sC5VGFkE3dYS4eAOEiZZJCqGjMD9Op+Jszmy+d9959tXTFft02x3XXTXohl27KVFpf32dL1UA5E6cQymVSGOrO+Y+Ty85XavZx3SzGMddMyljFviAUVeHYFEKZtNQpO5KCitVgPudadHZbP5iLlEkKofq0rOT36bUtZr9M+L2rWSwd9Dl0hS7bOb33kKo7p3PBMJgPWb5rmWiVsfjFLECnjNn7Vm/XwTZ7ISL9/dYLWvNXCJUr0bl8/TFFPJuLZj2EksilQ3W7a/5lWlMsNgwI+ZiGymYJZ8BTCPUUssEgpwNCxw2FkFIqkGHu8A35XjrV6DMEAId8o+Ph3jxO+eaA2pzVxrNHvKpkOwa7gsoJTnNkI7XMmjKWTQceIID2GmrcL/AQqqowOGOcM5MKyzJqXJF0r3+rQfvjU8bMlaL49BygXiGk369WhmxZ0wEADcbSzoCQf7EL/GtcsuZyzbmaEU0Zy6RT0F1im4xMzlVQU0B/Z85a4cI5gfAN32ZKXllRp1y5bgXFEZypugNHubjjZVJB3+nndT/pYElcIFBfhM1zuoyDK0ZAKJoyZppKV/xc8rjPM2sEl1z9kfNTn2o1M/3JsrLq8LkZ6sojk5KIQsiiEjEm0i5Txqi/kWsyYk6kkybl3n6N15h8JgURYE6XxHWkNYWGgO6BVa8UlareJCNWdVenELJX36ozALf0rW6bp4Czy7KBcFJr875olnxsQMhecSdYUZpvQMg/71SxQkNpQhaZMd8vbsD3N4zOvTSHxmawY6ir7toX+quE++mA0LbBTqQEeCmmiIk1FdW8EbbcIOq5ig6qJ/lsJKk2GlLGqjajXy+gUixXrSlSQcp+RJ0aHS/MxQNdlttTCHnbbRWBytVQSZyxpO3bbupEJLh/8BagbCm89VV0bek5Hdl0MMa6iiNEU8ay6VTdXMcc53VQ0ublF6aCuf18Aq8h7SFkSVfO+Up5t0IoDCAkecmYKWM2707drlDZ7lYSNxMoSVJ3ZPw0r7jKshq9WGWmeSV5CFVqdlW1Z9dhLmQmzHNchtfRQKA1OONlUWgbiVi7idiUMUfb/Hsu1z6AoRCah1rHtIgA3JWis+nQL2m+i2jZdCpQyjWjRl8KODP0MYME0Q8kapg27KeFmOaxpnfKJet7IOKVoY/j8NgshrpzuH7rQLBtbNYdENp9ZAJXbOytq5xgM5UG6p3gbcqIfKRCl03+pw2wTIVQ3epDJgwcaGxyZX3ekqEQcqWM1ZtKx1/8rQqhgfjS864bxLDsvH3wMsus21RVum3m6pSetGRSYjWVPhtMHLPIpmxyZXugxPOY8nx1dKUvW/vNoJzTQ6jmThkzb3LNymB6X1N+DYQBIVvOeTYdLaUZt4ISXtT1IBFNGTONFl3B0zqjv2blvpZJXFRqH/c7SKUEw72FiIeQu2pJfTn2+N9BUgAk6q3jKQfjgor686x6g35MIK3R8NKtwgFCA2qboXHW92uwGRWabZvzvcVsE6C6AJlTgh6ql9yVH8LBfD4BldiUMUtgLpsWFCtVf4I8v6HaTBmbr9qIEHJuBJ6E/rVPq7NrkfE97qYoWG037hFOTxUx2JVDIZvG5oHO2CIn3oq7+8bP5eumU30Al8+GniMYniKxN1ahysJ7n/FjlIgYPo4WhVBkwcJ2fY8uHnjtCBfJbPdcZqpXJi3BDaOJSxEbtN8yvgKRz8AxV64bYx3jWJyptHmdN8dm7WPlWhTVbXOZSuvXTxW9RUyrh5C/mOIKDJjVZRN9eowb+cSUMVcAxJhbuUyZzXS2mssbNe0p+l3Gzfp4OkVKLIHAeg8he6BHfz8rjsBX9JzW91kXKHbcI/lZFK57gviUMfv3KOlzj3oIucrOJ2HO4wEgaVF8NlC2z1MhlNEKIXdwyQwGLjYMCPnUKYSM1BDvOVWnZujMZdBTyNSleZkmxL2FLC7f0IuH9p2JPdfhsVlsGujE9VsHkE0LNvV3BCtItrY9f2zSDwiFqRrBTa4jMADYq4xF3cxLltWdVEog8FOHKo3KGdODxewPa4Q5rVPG6j1/6vYxghbO4IwR1Aqrlnmv3TSgFUL1ASFbgAwIbySbMaPThtcuhZBWdujVKcC7GNgUQjow2N+ZDQwNox5ILglmwa+6NlOsBpW+4t4j4JaMe8f3tlVrSSVUjeNVwour3q5fo7+D2sck7nPX78sMeCapl2wKoWzaW42ZTQgI5YOJgbvcZr5uwIyfEEZv+HVlkygb+gp1CiGXBB3Q6iuHYsq4ZtmUPw2ruTWbqbSeXNacQWdzsmqrlAWEE42g4pyrYoa+EbB8N0x/NJcqyesP98QRCPtkrlxNyOtuTZWxVEqQFkTGl1q8Z1UmhZmi3WftXDDLzs9ndY0Qcu5E/fC6IgUPNHGqnqiHUKVaw8RcBWv86mM713ZhX5xCyHFdAerLzsf5otWrTm0+G/Xjne1G0rzZBOxjFBAuytmutVpFVKeAt/jvAP7igVGWW/evbVHOXBz2fBxj0vadY0/aUAjZb6qBsDKr7Qa3kA2r6LrSmkOFUC34DnlVM3WbwtfpDIdmTKWTKn4BYRVml6l0uRpmNLh8ObXZst0zx6gyVqvFpozXK+AcafaGYtptBF0fOLK2LRWmnwMuP59UOId0+REFKWNuJXRSQEufs64EvOszSJjnRAvvxP0OTCWUy/tSt61SU07ljG7bTAsUQkFGQOTaZkuv1R6ktqBcs+jPyuWVpM8Z9eRdLDgz9CkaqxHRQEm50jjIre8t4PhE6E0TveG8cccaPHbgbKz06/DZWWzu78D7b9mGf/3Ybbh4uDtQhkQZnynjpZNTKFVquGJjn1HFoOpWCBnl2K3+JBElVNkxgKVTEYVQXcpYGEHX2KSEQLhyo2/kXTfpdRW/LO9TB5b0/1pF0JnLYKg71zBZKlk8lfR5TeWMq1qTjpK7PIQA0wjN649sOtWwMqjR34P+zlydh4+Ja6VFTyCmSxV05WwKIWMy4oiOmysjYfpWXKAkXLEzK2tEPYR0P00FVcbcK0pmcKmxbeEgHSiOIocLVCwld2CjbsBvZkVJ+xu4VlmMldW4Sctwb6FOYWgbgOMUQrbB3Bzg3DcCbk8CUyGkJyVxwbsOw5Telp7gtc3bHg7mjklLTaHkMjQMFELhSmj8OaOKKbd6abZUbTJlzL5y1izZVNRUOl4qnU2nEtPsmkUHh8dny1QIEbLIBIta/nWt01fvTkfSxuJSrvS1Qd8j6AWwjpy3fedQN/afmo5VG7nGFO2JBtjHu2RT6cgig604QsNCif2arOdgZUtwSUTq5rf2cSxcPDDTePSNnW1RrmTM9zPpc0sZq2u/Y6wwgxFJgZ7ZcvgZ2AIDZpGHqq8M89Lv6+deQLJCKJo6lKTamPAXMW0eQqZ/HZC8wOc8Z7rexzHpu+ZKy8oZHkhuhZAfkK25VSyhWiepqlayIsZUiVRdKWNpraq2z1u97eIvTtvTE81UKrepdDr43rrOGRbs8AMu1rQ3SVxsCxRCQXDm/OcwIoKMGNV2HUGybDqFmVZ5CGXCwiRx/R/sl2bK2JJjGi/HBUqiqVTDvYWglCjQaPB8045BFCs1POVXjdAopXyFUAfymTR2ru1Gf2cOYzEeQofHZnHDb96NX/mHZwAAV2zsNaShtQSFkBEQqsRXV8pn0qjUjPLSFu8RAEiLpxSJO2doIGbe5NgDJfq1Ew6lSJ3qJEEhpJVQcxGFEADcdvFa/MMTh/GNp48G20zTwMbzeqqeYsVxzkiwyjWxAcLAlx70XQqhcf970N+RDfaP+gi5ZJ9aGTZTqqIzmkMVaZc2PvTaFhfl1xNRU5JqD5QE8mcj8GU+H3gIJSiEdMqYq2yrORGdLla8lb+YwxV8FYvrt2IGcZpZUSo5Ji3mRM9rX/zqZWcu9AYA7CumcfL+pOCubSIazZ22VUGpUwg5fgcd0dXLBBVOkiFg1pdcV6p2qX0hU78Sas9zj0wcE1LGZkrulLFQOeiuRtYMmWhAqBZv4JjLpEJDw3kGoTb2dyAlXnB6vulnhJBzQwev9Y2AVgjNFBsVQtHrSzolSEmY4hQdB3au7cJsuVo3H/WO5S4uUKxLQ44fe8K0rHh1arhoZAQtmhh7XKrNfDYVqK/daSv2tGwgopox+kwHVeLmYDXf3DZcxJK6hU6Ny89HWyIkeVUCes5kn0N25Iwx1jJOeO81XCgxFaf6f/N1gYeQQyUPhKnxrjEWMAJCOfd8X8+DbYoSAL6a3p1+Xqm5v0O52Plc3Pfb+354qiS7eikoYFJJVrGUa2bFL0twJi0oV3TFMvucyawyZg/0pPyiL/b2A2FaVtI5Ac83zPVd09WTg2uH1QLAX0TTAbJ5tC0MCM3fVBqon4NV/bTIOM/KbDoVzNNb4SGkFXCuOeRlG3pxwbrueZ3rfOHM0MeUd0YDQnEKm3W9+bqy80HqjaEQAoCH9tenjZ2cKqJYqWFTf0ewrb8zGxsQeuyVs6jUFB555SwK2RR2ru0OL/wVdxpMXcpYwg1iqVILBkLbAOxNSIzKT2bZ+UhOpndOR6DEfw+Tcy6FUKg6cZUf9wzO6hVCZqDht951Fa7d0o+Pf+HJOomxVSGUTR68GqqMOaTPQHgR0xeB5jyEQoVQNCDkkmoWsmnMVaqYLroUQvWKHsCSMmZM9koOtU5dQKiiGsykg7/9/5M8hDJp8VcpXKXMdd/4wa9cOvaC3pHzPKZcflV1ptIOeWs01c7p06ODEY5VWvP3kqTq0eqllNilrUklfc336dovbyiEnCljuXQgp3X93qOm0okGz46UsXywElofZI3iXcONdLYmUsZcyh8dYHJ5ozWLXhHTmCvSJuYYMd8JUCGbDioSxfnEEULOn0o1TIGPI6qI6czZFEL28cIfghuCODv9IiZRJXRSafT6RYa4uZVZuTJ+FV1fC0MD3PgbyaiptM2vEtCq75pz/K9TwBtzjrp9TDWpkQqu2xyn/ImOd+lUvELIqWZIa1NpR0ArUk3NNj51ZMOUlYrDt8hUQ5nKEz2OZmMCQlb1Ul1Axe7Tp18/nqQQ0gujjnQfbcZd8lUsLhVO1V/Ett1Y19tN2IMR0fcJWOZW56AQKlfcZtFAqP5JUgiZHkLNeCDqNtiOV/EDX0nHKvnvwRoIzKbq7h1sgR5dJCSsiuxYAK65UwUbUsbmuaiVTkWq7TruM+YqrVcIuYJLv/5DV+D/++Gr5nWu84UBIR8zSJDLpFCMejzEpIydmCwGMt1QUeJ90Gu6crh4uLshIHR0zAsibTQm+wOdOUwVKw1GUruPTCCbFvR1ZHHFxj6kU1LnoaErQNhMpeeMGyK30sVtEAZohZDFVNpILdIkSWoBr3qb97e9NHpTCiHtIeT/b5Yz78il8cPXbcJsuRoEIppZuZkq2m84TQ8hp1dScKz6C4rTQ8gPDPZ2ZOuqu5m4Vj08k+0wSBJHnIdAbMpKSg+E8YFATTrlGWUHMunIJCRUCNUH22yfgR4wddU+2z76PUwVK+i2GGh7KWNmRbv4lVCgGXNBYwLRhBwfcBh7ZsLqBYAriGOuJLqCj8bk3SK1j8r2rSurekLVhApx1ly9TJg4JuV/Z3yJses3pSf5+jflnFAZAbLElLFy1ekNpI/nCnw1SzZVHzy3KZ3eduX64HErVD0XrO32z89hn5BW8p++8CR+7E8ftKaCRxcV9dg8U6oPItmu8aYyIhrE0b/rfZGqtjYFRdQ0GHD40hnXUN2Oun0MpW54ziYWI2rx5aoBw7TWGQCJKoTsgYE504fSKDsf91EFAaEgZSzeQ6jsmt9m075CqJqswklIlTHn8a6qmtH0ON1v55UyVuch5PbpA0Klv8tUGnAvsgI65So5UAKEZsXOha9KQmn34DtZDebY8Qqh+vmhW71kr9yn0WlvbrVR6CFUrdmDERlj/uK13zK3SoVzq6T7Mt23SYV3wupctnlfpJpaQsqY50MZv4+uPjzdIoVQNiWhx6TjM81l0sH3tiVVxqral6s952Dt2aolwFyl1dUVtJlv3I3pcG8BlZrC6emSv0/jDedNOwbx6Mtn6lKp9BfavIHt78wCQINKaPeRcVy0rgdf+A+vxv9899UA6mWwgcGzRWEzZ+YeJyk7HKbBAJASqfOSqUsZ0xF0M4jmuHmNDiSu0qjFStVZ8tz8rKJl58N99LG84zjN/nQ1Hh20SFCBVGrJxoEzkeBSxhEQKvrpfemUGFW+6ickLmO4fNZTTLmrjIV9W4lMLk1CGa8pSXUpMrRyRgeC0nXnM8vOa9PDOLIpHRCyK0WiKWO296qNj11Kl1xkIPSO7/pO2uWtjQEhW0nxdH3Q2fJ7icq3bRNC73fgrvilB1XdFzYvrXyTKsQOw9/Anf/tbQ/kvo7PXQcfk1ZWgzRMhwzZVelNo9vspYzZh8NcOpU46WqWbAp1aoJKVcV+zzcPdGKoO1/XzvlwoS9DbsWxCCEhLxybwBMHx/BPfmr6XbuP4de/tjt4PqpK1gGh2UhAyHaN98pth8cCwjFwXU8e3flMjEIo/obTHKNC5W+8QsgcxyRGndqYMpa8GOEqV+2dNx0UUbClDuejHkKW9HkgLP4BaIWQv9AWFxCKLBxlUtKg0AbgB0osY1Q6DGg1Y9xcdijz9YKW9z7dlXsBbZAcfu5mtTSNVgjlbW0zFP9Jfj5AmDKWHBBqRiFcQ1U5UocCtY6y3siLSLCon5RmD+hUsCYCRxWFatWtmDLVRs50sKo7EGh6CNUc/aHff6JCKBOqkpKqwSYFKU2PL+91tkCPThmr9087n7YB3mevU2znq9JOS72ptO14Q905nJry7vHnX+k1FQQp5xtcWigYEPIxVSNm1SH9XPRLr536j/tpY3FeGzfuWIPpUhW7j0zUnQeov8Hq78wBQF2lMaUUnvVLzV+yvidYBdKD3Gy5GtxQxg06HTkzlcpSdt70wqm4f9zaQ0if07yBiUsZS7p5BTyFUD6Tik310WUz642PHYN+pRarEDLPVzQ8lVym0l7bmkgZ01XGEt7nVOTmNZ0WVJVlJdFoW1jlK95U2lZlrFipNV1lLCgTH7sqGQakXEoi772GlQd0u22pY1PFSkPQru68mTBlzOU3o9s25QgINXoINZ7XDC65VpSi1StslfsAJAZndABNqXBl1XYjoNvmGrjqDUDtgbQ682nLAFynEHKljGVDHySbKgloXiGUTXv58EVLChUQ/t6jvlxR9PtUSjnNOE0psquUqVnxa74BlWjKWLkWny4IAG+9YhiAV4hgvlzgp5a06+oUIS4Oj83in546sqRtKFaq+KsHXq5b/AKAY37FyN+76wWUqzV8/emj+OKjh4LnvUqv4e+uw6IQ0obAUbJ1AaH6lXkRwWB3rqFSbaKKtW4BJP6Gub5aZuM+upJVpWqMKY5zls0bRNdcIqjgah8H6nz6LApWwFvYMJVQrrLz0Xl8JpWKLTuflFJTqtQwNVdBl8XH0VRVV1ypcVlvPlerKafXUF2hEONzzwb/h/3TU8jiE2+/FO+8ZmPssaLVt5ICCMkpY/HWCY3HE5T9YKHNdDcIQPrv0xacyUeDM5aAJ4BAteHykQH8lDHl9iP0DJ7dfj56fuv088mE37uKM2XMX7wru+/fsinjnAnztLLv+2PtW+2zWnb/jj1voGSFkK5C50pP1MebTvgONUsmZaa52r/j+j4faIVCSJoKfC0lnBn6mPm+ZoQciB9whnu9lVsdEIp6CAHATTvXAAAe2n862BYELYz9BrRCaDZUCB2fKOL0dAlXbuqrO68pDXWmc2RSEc8ct+KhHBPoMQk8hGIVQnqVKBw4K9Wa9cetXzs5V7EaC+v9zKCFTSEEeDevOuATTUGL+rqULSvyANBd8AILYzOl2BUxs/3aY8WVxgM03ghnUynEqJD9NlaDtgWVFxoCQtq0Lj5ANte0QsitDAtMravulDFve6gQCr246icj+v1MzVUagnYmenWk5Mit120rVbz0ONvES5syupQuul31pTRjvmt6wAwmI+7JNuAq7R7Zz/I9qk8Zc1Xyik7e3StF3jnjJwdNK4RyRsqYMw/bD2InVBnT210Vv/T1LxpkjaK/j/qnY7sWrfOv42emS85AT08hgzP+DZctmNwsmVQ4DlRrCkrZA1v/4bYL0JFN402XDc/rnECoEGKVseWFiGwRkXtF5FkR2S0iH/W3rxGRu0Vkj///gL9dROQPRWSviDwlItcv7TtoDX/70Cv4yN8+3qCqWUz+5Zlj+G9f3Y0nDo4F22ZKFUzMVXDJcA9eOT2DF45N4tjEXL2nYq3eM6fDmMeZ2BZBPA+h+pQxc06n/ddM5l+FKRUZnyyq01Tod2Lza4ur5JlUZazkCJTUKYQsQSg9xuoCBIB3Y6zbEpsyFhnvPIVQTMqYQ8WqPYTGZksY8Bd7Y/fLhGnItuu/DhwmeQ3VVS0zPvdo6pjmQ6+7ABcP98QeK+UvxpaSgi6ZSEDIsgCpv+vjs2VkLEEX3cZyxZ1KVZ++5U5nq/9+u+dWLiVUfZqaQsrS/kw6Uto9Qf2T7CHkLWi5UsbMlHfAPs8JVUmONDVTKV+1L1JFq8a5Any6SIhrv0xKgt+ya1FuoDNnBL7mNwfLmgEhhxpqvREQmu+8qdkqY0sJA0I+pUo1uMBF0z5KMSvuOnJ4LKIQMm8W1vUUsHOoCw8bPkJxXib9Hd6gcXY6XOF55vA4AK+ymElsQMjiITRrBIScBrgJQRfAM+EyPYTMc8aljLnKUIem0uUgrSh+v7SfMuYqsx4GZ/RNViGqEDKkw/r92m7qegtecO7kVAnZdLx6yZTnVhwqlgY/oiY8hExTZruHkNe3cW0rZNOYLlUwV65ZTaX1KplZVjzO4NE0tXZJb733mjZKrdbLlc18fMDzf7GVnAfClLFKVcV+t81jVmrKaaAdeAg5/La0oaE3SNuDbWawpxmjdsBh3BzZzxbsqVtZrTgmhJkUagrBANyMcqZkCRSbHlnNegi5JrVRhZBVRq/3K1ecq8dAWKnOVabUDHTb9tsy0Bk8dilntg12OivynQtm2fmk9m0d7MRzv/E2XLW5L/b5c2HnkA4IcdhfZlQA/LxS6nIANwP4sIhcDuATAO5RSl0E4B7/bwB4O4CL/H93APjjxW9y6zkz7d14Hhmfv1rufNGBoDnD/02rg265cBCAp2Q6Nj7XYDtgKmy0qXRUIWQLbmTTEpSdj7vJNSuCBceyjANxCmF7lbEw6GK/eQ39TmwBLVOFm1Qi2yxr3UyVMVsQSkSCikim30kwr4pRaTeYSqfPo+y837axmTL6/MXe+PeZClLjrAsgmfCG33XjGqRJVXSFqPpA0LkqEvQ8waVmCK0f3Aoh3QenporOsUeXUK/VYA26BIrpBBNis2/1sW3tTwqUmAveSYqpZr7fZmqZy0MI8H53NceCkbmI5p3TFaxy95n+bIKgYpP3NbbF9Yy2fvDfpy0QmM+mgowMW2l6ALjamAPNdw6WNlTaLqWWTq/Ur5kP2gfOZZa/1HBm6GOahZr+Nd5zjQGE3g7vIqdTF+JSqQAvbezh/WeCQSU+ZaxRIfTc0QkAXgk6EzMvutkqYzYT5Vg3fkfKWJ25sNEf+sfUYJTqUDMAyQohLR12lR83S2Tr9xv9rMyKDvp/W6Cht8ObqJ2eKjpS3qKrMbZJS8TvJB0GhGxVxrzgo9TtH+chZLs4mZ+7TTUDhAO+K9ATnN/IxXZ6CEUCJWbVPu8cvkKoWHYrhDISqJJcBoSAp9ZJNJVOUNPptpUNhVCSwbPNAyFq3GwtJ98QOLKtrEqwX6WmrJVZ6oNVdk8C09jOe5/xgR6gvsKf1UNI+xu4VuuCgJB7Rcn087GnjPm/qYRjmaVMAft1bag7b5ie2wfpbYNdRjvnuzoldepTb9vCD8UDXTkMduXoIbTMUEodVUo95j+eBPAcgE0AbgfwWX+3zwJ4l//4dgB/qTweBNAvIhsWt9WtZ3zWWzBrRfrk+fKkHxAyC4DoRcEbtg0A8Np3LFCO+wGhSBqsvnmejSiE7ONACjoGVYqZa5rKT005IX2rrqqmRX1d74VnGVMyqTBlzGJkbY5jSd4jeV/l7FxUNDwyXUUD8r5S3gy862uty0NIj1lZi4dQ2emxksb4bBnFSi1Y7I3DVLHYxjGtupktV51p2d55/VQ7I9CgAwvnugjgzee84JLtJl0fc2LWG4ttc7p+/17p5GQxuXBD1a0Q0vOfJGVVo0IoQSnXRKAkyf9F3y8k+fmYi4/NqJKqypEK5m8PKmFZzynBfMilbPPOqdzBWG2FoW01HGlvpcDqwP65b+zvMPwZ7ftds6U/eDzvlDGJqPibUAjNN9VeX3dnS9W29RCKv4tahZhBk4abukrjgBNE7kt6n/gbzmu29OPz3z+Io+Oz2DzQGXuDNdDV6CE0NltGdz7TkPZj5kW7AiW6OoGrnHx9pYMEhZB4SpVArWO0X6cGmZJlV6lnHSiZnKtgXU8+dh/dPh1kSKrk5SmEqsikpGGQMPfx3m/VGojq8wev01Ml6wAXyHP9ig5JCqHpSPQ+kxZULar3UrXRQ6ix7HzNehE2vXk6LaoZwCwdaS+zrs9frinod2hLGdPVzapGACQaGDLznV0KoUwqhalqxSnLDtLpqjVMFyvotAS/Cn7KmKvsPFBvbGe+d5OoEaRtVTKXDqsUVi2TG1PiDTTn9+D63OtKCTuCM9rYziVrzgWfkzuQ1pHzjJaVUtYbASCcxOnV8KRJ0EzRnjKW9Vd4wypjlmuMnlwmBDJTKcHmgQ7sOzntnGRsNwJCLllzM2RS9QoyYPHSuF59wWCwmEGWHyKyHcB1AB4CMKyUOuo/dQyAzivcBOCg8bJD/rajxjaIyB3wFEQYHh7G6OjogrR5amqqJcfef9gLBN370BOoHVmc7/DJmRoeOFrBO3dmUVPAU4dmAACPPfkU5Jg3vn7viHdjNHngeeRSwL2PvxgEK741+m0UMoKjJ+YwV1RBP+jr7+4X9mC08kpwvmK5gqNHDmF09GRdO4ozs0ilqxgdHcULZ7xr3+6nn4I64gcMpmZRmkZdP1eqNRw+eBCjo8frjqVVSy/u3YeenHfdefihB9Cbq78GjZ2Zw/hkDaOjozhwqIhapRr7OdYqFbxy8DBGR0/hzNgsOjMSu19agL37XsZ9Vc9b6aW9ezBafLlhv/HTRZyZrKJamkO6FH+sibNzOOu37dSZWWRSiN0vparYf/Awvl877vfZ0+j1YzTTM3MNr9k75vXt888+g9zJ53H0SBFzxUrDftOzczh14njsOU+fLOLUpPedOH5wH0ZHDzbsAwC1cgkHjhzBmVnv84g71n7/u/Xt7z6AcqWGI4caP0+N1KrYd+AQlAIOHXgFo6NHMTPl/WYee+T7ONrd/A2tqlbwysEjmC1WcPzoEYyOnm7YR3+HT096v4lHH3oA1bnphvcxWfL2OztTRk82/n0CQGl2BseOz2F2robjx49idPRMwz4vHvX647sPPAQAOPjKyxgdbfQVKxdncfhYEY8/6bX7yccfw/i++jniTNlr13Mv7MGJ2RpUtfFzNtu/+/kXvXMeiD/nwVe8+7dnX9gDAHjwe99Dd65xXJ8Yn8NEUQFzk5ibVbHnfOVlTxxw77e/g0qthuNH3f3x/J59AIDHHnkEx2I+52NHiiiWKjhy7DiKs7X433FwXXgJZ8eqqOTjf3v7D3tte+wpzzR/99NPonK4cf6tr0n54lmIij8nAEz57wEAXt63D6M1y+9lLLxpeuB796PDci/SDKKqOHn6DEZHR3H02BxKc/HtOzQenvPxxx7B6b32+5YkDuz3+m1iZhanT5YWbLydDwwI+cQpG0xZf/RGMpNOIZuWIDJrW0nXKUj6Zkj73Jg3WF25NDIpwVmjylixUm1IfQIiKWMxyiVzP6XClXSXqXSpmpwylhJvpSRQQkXy14H6lDGXtNKUHG4e6IjdR++njW1d7xPwggzFSi220oHpMwTAGcTRN0uz5WrgJxQlkCJXE2TNOiAUpIx5f6dTKWvKmFntzqzyZZJUplRzTgohR8pYtVaDVlfb3mtnzlOLiISrUjaFEBBf/l3jrRSpOl+vKEGaV01hulR1VxlLKDsP+P1hVlNLXFl152LXpYwlVHoB7KbMOgCUWPnBMJtXyq3kKhu/97jfVSql5efh9yPu+tGZy6BaU00YgIdts6U6Aggqap2YnKuTBze810wqsYSt6c/g2g/w0sa8gJD9O7lt0Egtm6dCKJMCpozPvRXHbJb/877rrP1P2hsR6QbwJQAfU0pNmJ+jUkqJiGVUiUcpdSeAOwFg165damRkpIWtDRkdHUUrjv07T34HwAS6h7diZOSSeR+vGf7o3r348p4X8IG33OjNge76LgDgkssux8jVninvs6N7gadewO1vuQ1//sJ3cbgEeFl+wE2vfg0GunL41EsPIVWsYGTkNQC8oEz6m9/Ahs1bMTJyaXA+dfc3sGPbtrptAPB/nvseZqfGMTIygsyeU8DDD+FVN1yHV21fAwD4s70PoliuYWTkluD4tX/5Oi7YsR0jIxc3vK+cf+6h7hzw3HN43a2vDRbDNP908kkcmDmFkZER/OOJJ9E1dTr2c+x+4B4MDQ9hZOQa/K+nvoN1vQWMjLyqYb/Ct/4FGzZtxqtu3A6M3osrL78MIzdsbtjvwdnn8b0j+7GuoxMbhrsxMnJDwz7/eOJJHN7nteeTu+9HX0cWIyM3NuzX+/C9WDPUjyuv3gI89BBuuO5a7z1/7z7k8oWG91PYdxp48EHsuu5a3HLhEB6YeQ73HXm5Yb/0d+7G5k3rMTJyVcM5vzX+DO475AX5brr2SoxcFS/O63vs2xgY7EZpoohCNoWRkZsb9intPgY89Siuvu4GVL/7Xey0fJ4A0PPgt9A3OAAcOoILL9iJkZEL8acvPog9Y6fxmlffjK3GGJZEz8PfwuDaAaROncDWLZsxMnJFwz5KKax74B6cmCwCAN70+tfh/u/c19BX1ZrCf/zW1wEAnR1567Wg/+nvoL+ngPTkWWzZtBEjI1c27DP3zDHgyUdx5TXXAfd/L3ifUQae/g76egq47PLNwOOP4aYbX9WQbTFXrgL3/Au2bN8BOTuLwpnjsW2bmCsD37oLm7ftAJ5/wXrOvel9wIvPYcOWbcCevRh53a2xyvW/PfAISmdmMNDfgdLkHEZGbm3Y5+CDrwDPP4Mbb74FtW9/0/oZzD1zFHjyMQxv3Ay8tB+33HwTtg91Nez34OzzuPfQfqwZHMKUzGBk5LaGfQAgddc/Y9OWbXh++gTW9XdgZGRXwz5TTx0Bnn4cm7ZfAOx+DrtuuD5QR5r86YsPolKrYXh9Dwonj1o/9zWHxvD/nrwfAHDpJRdh5NXbY/e7uVzFb3//X1GuKrz+dbdZq9o1w//6/jeQ7+rFyMhr8LmDj2BcxffJyckifv2Bb3rnv+lGq+9WMxzvOoDPv/A0ZiqCjRs2YGTkmvM+1kKxOLPQZUCdQshICQL8NJ641IpMmDIRl0oFeKvoQJjjqW/E8saXWUTQ35mrKztvU1GYyqS46meaaLWsuBu/4H2Wk8vOp8ULDGglVN6o1hQoScyUMYec07wpd6eMpf0qDHYT6KhCKO54cZ+nTSnSnctAz7Nd5rE5U55rzXOPVFfwP6tMSoJofJRytRa8B/3ZNlQZc7jxm0HE5hRCySlj5Wqyh1BHLoOZcjU2sKrNmM0b7nddG1/hwnudZ0ZXdny/dft0sKfb5SGUUHZev6/6kqEJEmNnmfVUXTDZZYYemnbGB460waM2UUwylQwCJZbVk+B9OqTUXvtSdb5cNp8ywJezO2TBum2zjlQwANg+5E1Ya8otcS9k00H+utOUsc5DwH68LWs6/H3s37VCNo0Nfj75fNU89R5Ci6sQYjBoeSIiWXjBoL9RSn3Z33xcp4L5/5/wtx8GsMV4+WZ/27Jm3FdQHx5bvJQxfa7v7j2FJw6eDbabc53j43PoKWTQmctgY39HXfl3W2ESEUFnNt3gIWRTd7rKzuvn60ysE64rpsGpbb86U2lHWkVjyph9v3LVnHPYFuUyKFW9Kl228c6rMhaWY7epNnUKvanEDBbamjCVTqckvspYLblyJRBWELbtp9X59vcZqukBtzo1n00Zi49+qlgT6dDWtiWkGIkI3ukHRbNpse6XTgl6/cVV16KLLlPuLHXvz2t0ilFSkY2y6/tdlwrmWOAzFNNeO+2/KSDZz0f/Dlzz+Fww9/ZSxuyGzOFiG5CQMlZzewMB9ebTrnRNwPAQclwXSr6nkmv+tXVNGKh0pVIVsmlc7gf15uuDmPGrrgHuBfbBrlzw/uab5rWx35tnssrYMsAMEkQrBcV5CAFeOkqYhhTvIdSRrTcPtKVgDHRm61LGipVabHDDVCZ5XjiWVBl/INGGby7D2lLVHRgAwipjYf56eLzYlDFH2sq2wS7cetFQXRviqPelSUoZq/lBNLsSqlipouqb0cWVHwe8G3Ct6nJdOLXxYanicOMPlFB6gAgnGZF0/4A4hVA56iHk6g9TIWSp+gCYCqHklDHPz8ddOaEzm8ZsqYKScfGPlp3v78wimxZ88LU78IFbtlvbps3oXL4FgPdd1b8Zq0Iol0ZNhfnOVkPjJlLGTEWdK5/frPhl9RoygrFKJZcD9VQ9jipjgRpNV2uwv08zlcoeaPU8GpwpY0bAs+ZQJel+mipWnAOhOTFwBUgKmVSD6i5KMx4CGm0snTRIa5XQfHPJzbLzSSlthIgXxfsUgOeUUr9vPPU1AB/wH38AwFeN7e/3q43dDGDcSC1btmiPxSOLGBDS5/runlO4f+/p4Bqhf7+A5yGkg8Wb+usVz6ZStMF2IJeuqzJW8ysOxt14ZDONASHzepU1xhwgXESy3nBqjxjHvC+XTgWqalegx7y58qqpORZd/PLS3uvi99PzrzPTJaePiekh5FJMR8vOh1XGYkylY6uMqSDNTuMq3GBaDfS7TKWNtH3beKc9hCb9ebzrxjqXDsdF/R3Sc9Nz9xBKJ3rmAMC7rvMCQgWHBQAQBsZc832vKpVCzXHDrL8zcwlVtbT/lWt8TaXE/+66AyW6LUnnjAZnrEGtdGjwnFQ9LAgI2awTtIdQ2T2PyKRTUMq7B0oq7V6s1Fs/RIlmPtjnwf7CrqPqLeDZdPT4AcMkL8Xrtg4gl07NOzhTl7bv+BxSKcG6noL/mtYEhAC3efZSwpQxwKi4U69oqCvjbLkhCpU/8QobfUHXF5MgcBT5QvR3ZnHWDAiVq9aLZyETltK2KWwaVhaSTKUt7dKkU35gIOYG0bx4Ae6JjXcswWd+6kb8xf37sdbhIWSmjCWZzGqfmNiUMaMqmMuIW9PbkcH4bDnZwC+o6OAOCM1ETKWzabuptJmeqC/ucQqhZlLGOi1BEq9tYVUwwJIyFiiUwpVEW0ClM5cOzICDlLGGgFAOj/zKmxuk6VF0tYZSVaEz555A6DTLrnxaq/Tr0P2hS6PaFUJSt3qZlOaVVH0jrLqSVJ6+WlcS13Y8PblJTE+MqNFi32fFCOwmrMA6TaX9zya4xljOuaYrF1TBsZl/A56ibbg3j+MT7mokhWy6YSU0ihlM9tpmP95mHRBKmDRvH+zCg/vOtKbKmPH9AOyBOUIAvAbATwB4WkSe8Lf9FwC/DeALIvJBAK8A+FH/ua8DeAeAvQBmAPzUorZ2AShWqsGi2mIqhHRA6Psvn0FVKbz7+s34+0cPBfM9wKsypqvONgSEjEXFaAq6HjM1odlyXHAmrEwaqLnrfBwjCqEE42a9aFFyBMzz2dALz+Xnp82AAT/w5bgRLhlzMNt1VKftlxwLXwXfeBrw3qvr5nXOrDKWEmNe07h/dLzTx60pTyWvKTvGf1PZ7woI6THRpfzViy5JagzAWwzU3yf9WYX/n6NCKGO2zf7aqzb1YedQFyaLMZMvg/7OLA6ccd9UmyrtJJ9B7d3qWiAbmykFcyu74ii5mlo6JRAxAj2Wt5BtCM445mD+gmdTptI19+8YSFYIhf1WdX4G2vC6XHOp7pr7TpoLu665lYhg22Annjk8kRjo+fDrL8QbL1vn3KcZMhL6/ia1b31fAYfHZued1m+ODek2VWozIATvhlupxhtYfaGoWmST0UpeQOMNc2dOr6L7HkJ+alpUut/Xkaub6BQrtTq1h0k+662OxHkbmW0DwpWFJFPpuMoVJikJy86L1F9gM8bFC3BPbDTplOCnb91pfV63b6pYcVZNMoM9tiBa6CEU3uC6BkhvhWrWHRDyV3fcqXH1F86w7LzbQ0inelk9hGrKYSodbncqhLRHTMX+WelzlKsqWGGzp4x5wdHOXDqchGjFnfGapGCQdw4JyqwnKoRmdUAoA0w37tPRdEAoVAilxFsZiNsHaLLChSG1j/us6irVGSVxbW0LpbfNKYTsbfMqoITntAczk8rOd2SbW73MZVK4bEMPnjw0nhhM2T7YheMTRfdKaCaFU1Ne8Ny20qJX4ZKUbUCYMpY0ada5+a1MGQt+V20qISZLj1LquwBsX5A3xuyvAHx4QRu1yOjrd28hg2Pjc4nKhVaglMLhs7PYubYL+05Oo68ji59740X4+0cPBeMm4CmEtLfERotCKM4Pz1xQBOBUM3pVxvwUh1rjDae+kdNUq83dCGsvvLhU0rx/gx4qWO3HClPG7DdX4Y2we3Gp1wicuSp5VWpeBSNXEKqQTWNyrmKkxpll5xv3j453gUq7WkM6Fc6nbMpfoH6OkVRlbHKu0pQnpF50cd3M5zMpnJoq1rU7GwlsNUveD1bVHAu7gHcz/4tvuxR7T0w6j6fnfa52ZNIpTJeqzt92NGXM9f0251ZWFUsmOU1NxEuH0/d6acc8DfAWp9OW35TeT881XUFW71g1KMf71P1ZTEhnM4NVPRZvVLNtTr9KS+ZDw7EyKb9imTtNDfDU4c8cnkjcb21PHmt71jr3aYZMKqz0OjVXcRba0KXn56sQKmTTGOzK4fR0qW2rjDV9lRCRtIg8LiL/5P+9Q0QeEpG9IvJ3IpLzt+f9v/f6z29foLa3jGgwJPD3SDDd1f4kgOEh1JAyVu8jU6zUAgWSSVc+Hezj7WevhFXIprzgRsVhtuy/h6AkpCOVykwdcnkIVWqhwbN5sdMXGzMnE5j/DygoO+/wktHvc65cxZwliGbefCeZCwPh4JVzrcZk0r73kj2S7hnomqoNrfxxlZ1XDSbMDQqhqn1loXmFUL2HUNxnpW+2KzXTnNeuEJou1QfvwgDruZm/6UHJC3i6V5TGE1PGvDaMz5YhkqQo8QIIrjQkAHUT6dj9ziFlrJkyvGE+vCtNzS/HXtSpcbZjCcqGt45LeVesVJ2KujAtNXmyevXmfn+fZBWOq/36vIFcOeGzCkvd28+rU8aSBuntC5Iy5g4GEkIQ+CtevrEX5aoKbnwXkonZCqZLVfzwtZuwtiePj7/5Ygx2ezf4ZSMAcnKyGKaMRYpkhErRxrlaRy5dV3bepWbIplOBoqUUs4hj+tYByWb15o2w62bZa7ty+p3Up4y505q1P4nXNrdCyDu2e8GzqMdix6Jc3TwnnVB2PjKPj5uDKaXTfdxq3VwmFVsYpqFtjnE9urDrGifiii3o/891Lp7LpBK9cDRvu3I9PvKGi5z7BCljjnFdz02qKjllbLbUnEI4TBVMCM445n2At2CTVBpdn2O27FbhNKOE0vPeuXK94st1Tu/v5GCVK+hiFuOwpuNl9eKjPfvEO2eouk9KBduypjVzq2YxU8ZOTZWwttueqaJLz7ciiKMXDFaCh9BHATxn/P07AD6plLoQwFkAH/S3fxDAWX/7J/392proqoDpreOqxuMpdSLeQNGAUDRlrFqLLWcelQ/bPIQAL8g056dz2BVC9av3LoVQkrkw4EncqjWv7Hy0L/TfwSQpQabZLIGptGPAjCqE3B5CNWcKjEbnsCeljDVjutedz+DstD+YBwohcSiEqo2rUxEPIZc6pdCkh1A+mw5M92yVn3R7KzXTVDr+M+3IZbxKb8aAE/XkapaMn0tedpgt6v20QsiWimQqhKKBTBNvkK565oKOXHIRGDnn9om0NmMu26qMpcPvZFIANZxIu9PUACP4mOAhVKq4TUejAcPYlLFoWqrj96KrhiV9F7b5xtLulLFU4gphkK4ZSOjt16L+zizW9uQx4DAABYBX7xzC7ddudFZAa4ZMyhsHaoYn23zT0AhZyQQBoQ3eb+/Q2YVPG9OK7QvWdePh//JGfOCW7Q1znTPTJdQUsDaSMmYutun9o9egRoWQI2WszkOocXFGp1mHx0pIQzbSt5KULtpzzr7wZaaM2cfscKGnOQ8hsw1R6ud09jmYXjwN+yMVLHTFpow1KIRS/vsy/DGbMOwGPF9Ql4l/PuPNOVzjejDGNpMylkljpljvc6Pfx7l6CJnBJZfnTLMMdDahEPJNpZWKV2gDRupT2a1O0eo2l0cmYKbtuRWH2UwqUOEkp7MlBYSkaQ+hmSSD6lR4Ttd+ZuDI9XnqtlUcHrBB5kOC0Xk2lTLmyskKIaA1QZdmyKS8a7JSCienihhyWJdsG+xEOiXzqmqm0eNDu3oINfVLF5HNAH4AwJ/7fwuANwD4or/LZwG8y398u/83/OffKG1e2iSqEKpbvXek1HREAkIpafxCR1PGbKqejmymbnJQtFQZA7ybfl1dyZVjDYSr9zbTQAANKyhxhKbS1YaIcDRlzDWxORd0tNo14JvpYDYPoYwvEza9kpI8hLzXuSPpxaC6kv1Yg105nPTLcppVxqrWKmOhQijwEGpIGUv+3AF3lTE9ELrSsvT2MDhjl8F25sLgQBBYjQRYm0VXuHClCur99I1CpyX4ZapYnAbmRoqRbVDVpe6L2vA6QY4P2CX0+nOqMz50SO21WjHJ6G+mmJxLrvO6AceEyvApE8RPNHSwe2JWr17afy/XbOn3z5ekwunyj2X/rMzgX9LNTDChchxPRPCVD78GH3rdBc629XVm8Qfvvc5ZOaYZ9E+0VK3V3agQQuLRxQMu3+hVmVkMHyF9jk39HcG4p/1E9PVd35jqxZfh3gJEgM2+UshUAkavQdFFwMBsOeaalk2ngqpYlRhFaVQhVE1YlDM9YlzFEfR7SEpXrqsy5hh7StXkxSU9/wLs44XpHemeD6WDfYB6hVCzptJA2OdAsmG3npO60sW8/cJ5jm186sjVL7q4FsjymVSwIBQog3yV+rneaPd1ZnHSV+G1Qs3Qr1PGEoIuyZW8/MBGyX2/ks9qbyCd5uWeq7kWAr32pJryBgJ8hVCC1YFe4JuvQXUY6ElqWzgfcqWn6+CuSzEVpozVZz40HCsjQYXiJAW0DggtVrXVjHj3WlPFCkqVGoa67b/VH921Bf/ws7c4/S+bpd0VQs2+w/8N4BcB9Ph/DwIYU0rpHKdDADb5jzcBOAgASqmKiIz7+58yDygidwC4AwCGh4cxOjp6fu8ggampqcRjn5r1fkz7976I0bn9OO3//dTuZ6GOexfk/S/twWjp5fpjj8/h1HQNo6OjeOnlEjKChnPpQefZF1/CqDqIQ0fmUC3XGvY7ebSE6WIF9957L0QEZydm0K2mY9tenJnFsVlP8pqKOScAvDzuXUh2v7gPAPD87qeRPfFc3T66csKLe/fhbKf3BX3s+w/jYGfjj1fVKhifmMSBQzNQlWrdOXVu+4t7XsJo7SDOznn9t29vY5+dC6dPFDE5W8HJUyVUVfz7LPqzpGdf2IPTY1VIUWL3y4jC3v2v4P7SEQDAnheex+j43tjzTpzyBsKp8XHrd2dmYg4zFS+AcPjQAYyOHovdL1OdCwKOjz3yCI51p3D61Bwq1cbvAABMTs/i1IkSRkdHcXDSe92TTz+NjPHZnTw1i7lKfH8c9l+TFuB7370vtk0AMHF2Dmcna9h/YAaiqrHH0t+Pvfv2o1QFUqKs/XHoFS8oMFms4MTxoxgdPYO9R7zLw57nn8Xo2RetbYly5FAJ5WoN07NzOHXiGEZHz8buNzvjTdgzAry8+zGoYuPv5YUz3u/g2OlxSM3e/onxOUwWFQ6oSahqxbpfCjXse/kApmeqOHnieOx+0xPh51OqVHH08CGMjp6o2+fEjH+NeWY3Ske8a8xL/vUnSnF2FkdPzGJ8poZuNRN7Tv1deeYF7zv94vPPYXRsT8N+Z04WMTldxcPffxQA8Nzu+u9W8B4mvf7YK1NIi8K3v/3thn0OT/nfz2df8Nq/50WMzja2H/Cug/k0MDcb337NqQnv8zri+E3tyJSDx0898TimX24MBu4/6O3zyBNPAwB2P/0U1JH5r/C0gmqlBEDwrdH78PKE14e7n34SlcPt0T5C2g2tBN3h+3jpIPRCog2lTV8g7SeizZijyupcJoVfe+flSKdT+G9feSYY++MKYxSy9VXGwuICcYt3EjwfV9HWVOnEtavheDo1pGJP8dLp98VKFeVaDd3Z+NuFhipjjgBTyaj4ZdvPVAglVfIKfBwdN69zFVOVlFB2vsFUujFlLDHF239tn8NQWu9XLNfcAa1MJCDkVAilAiuCwEMonTqvxYbBrlxwzlaoNvqaqTKWkiDoMl+FULDgmaS+Tpsl4N3pbEnBmbq0rISgi1bdJwe+3CljoTeQu2064DE+W3a+z3zGtCdwq6+jwcfGthleSQnfoRt3rMHPjFyAG3esce7XKry0/WrgRTnYZVcIFbLpwPJgvmzs1+ln7bkAmBgQEpF3AjihlHpUREZadWKl1J0A7gSAXbt2qZGRlh26jtHRUSQde/+paeDbo7jqisswct1mT9Hx7W9ixwUXYdcl64DRe3HFZZdiZNeWutd95djjOHlgDCMjIxid2I380UOx5yp86xtYv2kLRkYuw+cOPoK+2jRGRl5Xt89utRf/uO8FvPq1t6GQTSP90LeweeMajIxc23C8T730EKaKXqnnvo4sRkZubNhn74lJ4IH70L9uA7D/AG64/lrccsFQw365b34DGzZv9UoqP/00bn3NLYGJlskfPfEvKKQ7MLi2D90zZ+reZ62mgLu+js3btmNk5GJvZW30W7j8sksw8qqtll5P5r7JZ/H9EwfR1dODfDaFkZGbG/ap1hTwza9j09YdyJ45jE3rezEycn3Dfp333YXhDRtxzfVbgPu/i2uvuhIjV6yPPe/T1T34l5dfxPDaQYyMvCp2n79+5REcODMNjE/hwh07MDISn0P9Nwcewd6x4wCAW26+CduHuvCVY49j//jR2O9K6jt3Y9uW9RgZuQp7jk8C99+HSy67HCNXbwz2+ZMXH0BXDRgZeXXD6w+cngHuvxc9HVnn9/5rx5/AkeIZDG9Yi44zx637Zr/5dWzeshUzpSoKx+K/3wBw6tFD+OvnngQAbN+yBSMjl2Pm6aPAU4/h+muuxsilzVcGeKLyImr79qAmaWzbsgkjI1fG7tf91HeAiQm89aoN+IE3Xx/7W19zaAx4+H6UJYvujpS1/X974BGUzsxgeH0/Os6esO7X+Z27sW79eqROH8fmTcMYGbmqYZ+/fPn7OD4xh5GRW1G76+vYsX0rRkYurdvn2PgccN892HHhJdh14SDw7VFcedllGLlhc8Px1jx7P7rzGYzVZrBpQz9GRq5r2Oelk1PA/d/Guo2bgZf249qrr8LI5cMN+9199mk8N34MV15zLfDQg7jhumtxy4WN14XPH3wU+05NYXjjELIHX47tj0NnZ4Dv3ou1G7cCL76EKy+/DCPXN7Zfc/2eB1GtqdjvrWa6WMFvPHQXrrzkAozcFq/YuaVSw589/Q0AwI27duGqmBSu048eAnY/ie0XXgw89TR2XX/dok02krjnwN0ASrjx1beg68gE8P2HseuG63HDtoGlbhohbcm4rwTVXj1mIOVcKVaqODNdwoa+Dud+h8dmkcukMNhVv3psGjgXYxTHP/maHXjm8DiA+pSxqH9Kg0LIP6bNQ0gLgOICRzrAo5SCiCSm7ed1wQ5HhasGhZDjRrhsKoRs+2XEL4biNvovZNPB+7GaRRvekXHpeOaxvCpjoQpXty/OxzGaMqb3LRs7J6V46xvm/oQCGoHPjSOglUqJbz6tbQccCiFDHa73u3ZLPw6emXG2I441xg1yK1QbzSiEOvPpUG2cYKKcFAAJTdObMJVOqDIG1KuXrGodQ9WTlF2QtF80ZSzpnDoIZVPwawUO4A4qNmUqrauMJVgF5Jo4VnDMTBq/9LZLnfu0kkLGC/7q34YrZayVaOVouyqEmglTvQbAD4nIywA+Dy9V7A8A9IuIDihtBnDYf3wYwBYA8J/vA3C6hW1uOeEg4H3RTW8dd9nlelNpl+ePmTIWlwqmU150RHjOkTLmpXN46T42E+h8ZGXBvl8qSEcB7Bf/tIRVxqLHSvmrLvriGwy+84yC5oy22Y6VTgmyacFcxZ4yBoQm0HETuCh6ZceVrtRTyODMtBdddl3sTClikDKWTtlNpY0UrqAaRoOptKsqhffaLke6GBBWSXMZdgPeZ1ipKae0HKhP2QoNDc8vZcyssOA65+4jEwA8SacN00PIlQPcjE+P3q9Uca/qaX8Gl/lk6DFRTZwg6+O5Jo76NzldSk4Za6ayWcH/fpQqNdg+vqiHUJIs+Hd/9Br8zruvdu7Tlc/gSz9zC953oz2QnMuk8M6rNwSPbfsAMHwQ2mcA1k020wUXSypNyHLk7EwJmZRgyDf/NNPrz5W/euAVvPH3vh2kPNg4PDaLjX2FBrWCNksFjBLwkWtfUJFS7xeTmm0WJTGPZStCEHgIVRqvGTrYpANB4Y1w8piSdA1NSlfO+mNnWI0s+QbRa5sjbV/7ONo8hEyFkMOjRJenN9PxUinxq+Y27q+tH8ICII1p+0HgLiF921VyXu8XFCZxXP87sung5tutEArnN3oOc/u1m/DnH4hf1HRhBkFboWbob8JDaLinEPxebOcM0rISPHN0sE2njNmG/2xaEquMAd53dzpSLbjxnGHbklL7AC/lKinFS18frCqcJoJLALB5wAgIOdoWzm8dptLRlDFHOlu5qpyqwaVibYfXnscPjAGAM2WslWi1aTvNR00SPyWl1C8rpTYrpbYDeC+AbymlfhzAvQDe7e/2AQBf9R9/zf8b/vPfUspimNImRIMhwc1a1TBVjflCa58NoP5GPkpnLhP8sG1G0IHXUFmXp69aKxQEVcYcQajAOyWh3LaXS16NlSGbpMSbBNneZ9wkab5GqTrHuphQfjwM9tgrs3kBkKrTJFejJyOu9g/3FgK5oWswX2MMrPpCnHGZShvfD71/XNl568qf/7nbPHU0QeWqGCm7iScH19Jy+34ddQEhPyiVT/v/n1vure7PUtWd1615bYzCRaN/B9WawptiFDMa7VvkmtAC0cCRY9WpGpbXjft+1Bl2Jkjo9TldE8d8JABik4mbkmBb27z9kqvohf4GvnF9wiC3qb8jSPlwcfXmfvQU3JPpT/7YtfiLn3wVLh7ujn0+6iHUTgEX3U9mIH6xqmsQshwZmy2jvzOLXMZTeMxYFELjM2X8uz9/CL9/tz1F+dRUCTOlKh7eH65TKqXwE596CF994nCw7cjYbEMZeaDer8dWTCSs0BXOiaJzq45cvW+kaxzIplOoKq+d5Rj1jxm8MY/lHKOCxTZ36pMOuriCS7oSGeAwmU2nItc8+zU58HFMUAjN+mXKrdXIMmnUlFGtSc/B/P6MEp0P6fmHWdgj6X2GptLum0xznuCa53Rk00bhhmTlidnu86V+3toChVCnrtxrH+fMzARb83ORQIl9ES2Nak359w525Uwuk0K5opxm6ICXiXHaXwBuxvfH1f9rfTXK2EzZEfjyj5VQJER/Bz2FkL39hWwaw715/1huhVAQhLKqkryAarFSc/pTeZUR3alxS8U63yLl8YOeHYWrylgr0abS7TQfNZnPLPSXAHxcRPbC8wj6lL/9UwAG/e0fB/CJ+TVx4YmqRkypbLliX83oyIUBobKz4ldYwtFmKq0NgGeKRnl6i0JIK46aMZV2VRkD6ssMAvYLtlYI2ZRQZg67VrTM9yYnKG9YqjjLj3t54tUEVVWoeNB/29CTEdfgtcEYvFyBEjM3VQ8S6ZTEGhoqVa/A0vtXIlXGXGod/bm7Ss4DXuCo6KtTnAqhtASfe9bxGXRmGwNCN+8YxJ0/cQOuOceqTKaSx/UZfPPjt+EbH73VGW3XQYt0SvCTt2y37pdN+xODBOlwGDhyKIQicuW4QT+YbJebqDKWTp44RhUxSXndLrN8wPvtzfmBYttPpdHfYPGCGtl0Cq+/dJ1zogckV11bCnR/mh4HrusbIaud8Zky+vy0k2h1Ls1cuYofu/MBfHfvKXx//xnrsfQc4Lt7woDQobOz+M6eU3ji4FiwbbpYqfOz0ZhzHZtXjxmg0eN69AarI5sOKngBMMYL+wKCNmmNVszU52+o9OoaoxIMjaNVxmzXUL1olKQ61UqiJH8jILnSa0Ppa0fKGABMRYot2Ap7FCv18/g4lXbS+9Rz0CQPoXzGC1q4AlqAN4dpKmXMDAjNc7xb020qhOY/NvX5BtuuQEldQMjSt7rPw+pb7u/HTIJaJ5dJo+j73Lje54DhqZSk6pkrV53H0mXMXcdqNvAVptAlL542U8krmw7vVW3fbxEJioRkU+7KvYD/GbSbQqizXiE00LU4CqHB7jx+/0evwe3XbkreeQk4p09JKTWqlHqn/3ifUupGpdSFSqn3KKWK/vY5/+8L/ef3LUTDW0lUNZJKiW86FaaMxSlnCpm0tzJSrcWaBmo6cxnMlMJAj1MhVKp6EwhH2fnB7jzOTJdQrFQTy867qowBjeWlbfsFVcasCqFUMFAmVSxrFq0SODVZck4eCtlQIWRTVXkl7MOAkOt4euLp2sccvJxVxrobV1psCqFqTUGpxvz1Si2iEHKVH0+nIOIuOa/3099vp0LIX/0r15TTnNCsaKYDR6mU4C1XrHeWXo3jzZcPo8cPaLnaduG6Hly2odd5LP27+oGrNsSu9pptLuuJb8IqXDNVV5JUOHqVpdTEBFkHq8oV+6RcT0Kni+7BPOcbT+oguMvHoVj2vh+2WEUqJchnUk0ZXi42eT0ZKbajQsj7X6ceAu0VsCKk3RibLQXV/cyFOJMXj0/i+WOTSKckMKGOQ19v798b1jnRgSBtagv4qu+Y+ZVWxOh9gEaFUKhyVUEwIXp9D2wC/PfiUpTqbTqYH73WNiiEmii3ra8/UW8jTd5YtCi7qodl9BwhwWw5HVXOuhbl3CrtoPR1MWF+619sp4r13jSZlMSnjEUWPONU2uWaW+EUegi5bzK1n4jXfveCZ7Om0kG75znemSljrRjXg7LzjnGumUBJ1ETZlWYPeAFD53zOr+CatBA4YAT37IoY/Rt1z5XrA1+235ROP3PPD3oKmSB1P0mFs8UPCLnuV3oKmUAJ5fpOvssPaJTifkQ+wWdVqrbV/AsAurNetdrx2TIGOrOLmtL2I9dvxnBvo09vO8BZKBqN5IB6SS0Q/+PoyPnR2UoNpYqyqhnMXHFboKfDCAjpm7W8Jbgx3JtHqVrDqamSNSCUTXul1vXKgi24ZL7PlEP+l06FCqGklDHXxOZc2OGXoJ4tVxNSxlKYLVdQriqrQihIjTuHlDGXIsYcvFypMvUKIe+c6VTKOhnxzqv3a1ydAuDLt+3R+3wm5Sw5D4QVKeYS+jaTElSq7vL0QCRlbJ43txv6OvDffvDyoJ3zoTOXwf/9t9fhv73zcud+WWOy6sqZDzx4HPvpyXbVofwRkbp8bcDh+6NXc2t2FWKYIpWsEKrfzxUo1gohtwJrIkgZa5/hpEEh1EYrVPqyUqom+0cRQoCz0+XAmNb0bjTR87ih7lxQpj4Ovd8LxydxYmIOQBgQKhrHtam5vQB9WD3M21b/+837fpSm+roxZSwSEHKkjwaeREH6VjQAFap56o6VtGjh8AYyrRNcprtRbyDXzbxOz3G1DQB6C+4FoUABn1D6WqtYp+Yqdaa72XS8j2P0M3eVnbe1f11PHrl0ChesdadHv9lIYXeNT70d2eB9JlknRNt9vqzparVCyE8Zc82p61LGLN8hw0QZcHsIAd74n+QJqSthJSmENLbj9XYkB40A1AUDkj2E3IHAbDoVFMtIWlTSCiFXfwz3FjDuB9Nd7+EHfA9HF8FcMyGdbSkQkSBANrRI6WLLgfb6lJaIOF+ZUFJr9xDSkdk538/HdrPWkUvXp4zFKoS8AXC2XAkDQpbghg5GVGsqMMKOo5BJYWI26cbPky0nKUXSAl8JFW9CWJ8y5jaGa5YdxoDqHAiz6eB92oJopoEf4E5F6m1CIbShSYVQXC52Ji2xkxGdnhimjDWuTnl/15wX60I2Hfj32AhXziqtSRmLMZWeD++5YTP+57uvbom08p1Xbwzytm2E3kBug8dcJpTU2gKB+UwKxWqoELLJn8PSqAl+D2lDlWQN2HrG7kkrpmFqWb2nQpTOXAY15Zlxu2Jypr9BOwU1ggBZ0T1xXAr098tMF2w300VCFpuf/ZtH8Rv/9Gzsc+OzySljOtCzrqeAsRm7QqjkL34BwJ98ex+UUqFCqGIEhGxznUy4+GVLQTcVO2HQKBIQ0vPHUv1Cms1UGvDmqnFztbxxvrpjJVRhKjvVxmFQq1KzB47ClLGwkpftnGV/Dgm4FxDCOViCQijBW8ec55j9mk5JfNn5yPw8TNs3FEIJ4/W63gKe/LW34Kadg7HPa3oKWdx6kd3/UHPFxlAF7RrH6qqMzXM86c5nGpTq8yGTTmGgM4uOrH2hsqeQDZTttvmtLmAzk5DWZHoIOj0h0+GinGv+YvpB2do23FvAVZs8ewTXHLKQTQeKo6QS9knm2UDooXlqqmjdB2guZWx9b+MCdhzNBFHqU8baZ/6l2brGU+gxIBTCWSjCQdQcZBurbzV2lTbwnS1VUapUrUGGTmNFq5mUsaI/KbGpI9YZEWaX0mWgK5foUq+VM5WqXeEEwK/K0GzKmNt0r1k29BaClaAkSa2OahdsptJ+alxTVcaaCAgNdueDC6urbUMxKWNpS8pYsep/Vpn6gTjqIeSSbwPAxcM9uHi4x/o8EAadpuYqCQqhFMp+dbmmq4zNU9UDeBH8H921pW7VaCExJwauATOfSRmVvNyqu0rC78DzcTKDArbfaFgJI2lyk2SirNMDZkruII4OoB0+OwtLjBWAd1MTKITaaNAPJoTB9a99hjrfogyTxUpTBquErAZeODaJJw6OoVZT1YlDmgABAABJREFU+LWvPoPdR8aD54qVKgr+GFPIWhRCVR0QymO2XLWWpi9Vatg+1IV/d/NWfPr+/fiVrzwTlImvTxmLL1KhU5/0sYDG60tdilewCFX/Gw8LiXjX4lBh41AIWRYtQg8hv8pYLTk4U/SP1VyVMWU3i854c79ygjI8UOEGSmiXQsidYhT1ELKaShuVMM19nAqhhJSxpPEaqFdMu9DVMvednLLuc63v16LbbSNO2XS+iEiwmNkqdceff2AX7rhtp3OfYX++5y6NLokKobwREHLdh2ij82qCMnxNEwEhALj92o0AgFf8cuY2tEooyUMoKfAFAK/xA0JRa4koOiDk+t6u7zPSGBO+Q/d/4g34+w+92vp8kDaboDJfKnR/DC5ShbHlQPvMkpeQuDQifVPn8pzRKzzanNeqEDLKzhdtKWNZIyBUdhsfDxtRXFv+NwDcetHa4LG1fGeddNh+rLQIyk5TaSNlLMF0r1lSKcF2P20sqQT8cV/6nc/GD8Seh1BYTc0V/MpnUtiypiOQFMaRTgmGe7RrvzsoZ74G8C60sQohv9+0/0k6CAhFU8ZqztW1L/yHV+PDr7/Q+jwQ9tN0MSkgJKjWvKCF65ytTBlbCvQEsVhx920unQoqP7i8EgDTEDBB+ZM0eU+nArN51yCdy6QSJ8ihlNodKNEBoWMTc06FUCGbNsqPts/nHkyoiu2nXurKem0ZnymHCw4tCKISspwpVWs4MTmHk1NFfPaBVzD6wsngubKxYNWRjfcQChRC/vxIV1jdd3IKj75yNtiv6KcF/cbtV+JDr7sAf/PQgWChqFinEIoPluibSK9d8QtMmXTK84gzFaCRa60OcGkVQOBNE6cQMgI+XiGIVOzzYbvcCqF8ugmFUJAyVvW99eKvUTrQo9PoEpWuTRQd0YU9ks2i3dd3c7+oQiiaig80VhlLxyzKVQIF/PzHlB++bjN+/KatzkCJGRByeghlG9s9H3RAyOZzc67csG1N4gKfVt6nHL6TZiUsa7Vdo8iGq/2BMrxmr6YKhFXSXOcEgB+8xgsIuRSKQJgeZ68y5p1jNiHwBQCXrncv/mpChZD9d9esNyrgVcx61fY11ufN39HOtfHVYJeSrf69JRVCIZyFwuIhlPZWULS8NS73tRAohHQ59vgfbX3KWDU2FazTmByEHkLxwY11Pc0phN502bq69xNHzjCVdgUGunNeP52dLllMD1OGh1DrBsyda5MDQhes7caJSU8u6S47Hwb4XP0mIvj2L7weP3HzNmfb9GqGK+KeTafQ15Gty19Pp1JQAGqRCUkQfMyEee4AAi8aTbWm5j1IBwqhxJSxVFDZxLWil/M9q8z2LyearRCRy4QqHNt++ruVJPfVPj1Jk/f1fR2JqiR93nA/d9tmEqqzrPMDQjXlnoxcuK4bulhLOwVd9OcZBL7aKFjV7QeExmZLRgnj9mkfIUtBqVLDiYkijo57izt6HgToG3Xvd2PzENLXUV1CWBtL//zfP4n//MUn646Vz3jVcT7x9kvxS2+7FBv7Crh4uLvBVDpu3qRvIgFY08H0fqWqPS20M1sfEKo6UqnMKmKlmMW7bBC8iVR6TRgHvBLZ9sVCwDeVdqTUBKWvK+6xJ6hw6fDl1CRVGYtWuLQdS6cgjc2U6wJQmXS8SjsaBNTHjasy1grVaS6Twm/98FW4cJ39pn7rms6m1DrmfUUr1LpaObGY6o4k5QzgBYR1RoAr8wHQCiH3nEn7PbrmffXWD/bjDfcWcOn6nkSPHR34clkAiDSXMpZKCW67eG1d4DCOtT15XDLc4/S2qvNGned3yPx96EBZO6EDZEl2EqsJzkJhUwil/bLzyQqh2XLVWXa+zlTasl9Qdr6JlLFcJhVUAXAFNm65YCg4htVTJK2VUHajYgAYLHjPnZ6ON7LWgQOgOUlts+wY6vLbaT/WRcNh9NlZdt70EEpYkU81MQhuCAJC7mMNduXqBpu4vHTAWG30c/f1S8oN+9nl282SN0wZuxwl6gNT6YSAoYgEE9x2Ss9pFv1dTcp37silgxuNpPz16YTVy4bUMsvxLt0QThbdk+hMMHG1BYCjgRLbezAHSddP5bWGB0I7fe6hZLz9FEL5tPc5js2UMTFbRiYl1uqIhKwWSn5K957jk8HfGnP8sXoI+SnXa/2bmrGZMl45PY3HD4wFgQN9XHP8/5mRC3D/J96ALQOdgfKoUq2hpuKvadl0cpUxvV+9h1D9NajBVNqxkGamX1SqjYGqRoVQglrHGKNci4WAkaZmUzMYN99eW+1jj1fIoubf8NqvyX1BlTG7gkLErB7mHseOT8zV9b+t0msxEgQMFEJmyliCP1OrERFcsznZm8a8X5ivfydgKIQWMSC0IVDO2M+5ob/DWJSz3dfojIuEKmOZFOYqVWfAE0BQ4TCpbQDwjY/eij/6t9c799GBL9uxRARZwwIgSa3zl//+Rnzlw69x7iMi+Nf/dBves2uLdZ+h7lxw3zHfz11/V3sKGWxyVPhdKnb695bt2LalgrNQIDboE60yFjfg60n8XLlq9dYBQg8hXU4+bgAuZFN+RLgSrFK5KizpC4or9akjl8ZrLxwKDGfjyGfTwft0BUkGC+HrY1fD6qqMta6U8o6hbus5NaZfjrvsfHMpY82yvte7kCTdbA525xJlyIDpR+A9LyJBypaJS77dLPr9KxXmIMeRSQsqNYVSjEw9ip7gtlNgoFn0b222VHVO9Lat6Qo/pwSFUDCYW0vF68pm7qorl60PTSVdffv6S0JFoCv9zGube2V1TWcu6AdXrOK1xnennfLEo+bZ7RQQEhH0deQwNlvGmekS1nTlnDdHhKwGtCLoad/PRy+MKVWfJuWVnW8s06mLMmiF0NmZEr76xBEAXuljTdyinIigYKSilQNleFygRxoUQnHzCX19txWyMH0jzXPGXZPN4Eych6BWsDek7Sd4lERTqeLOOVeuekrRhMqVSWqGUDnrViUDhqm044a5kEknFlHQavqoaXDGVum1ElUIpYLXa8IUwMW7Zl/jqz9c875WVhkD0HIPoWZYnxAoAYDNxg180ndtqlhxtn9NZw7lqsLEbLl5hVDC597MWL6+CSVUzkiNW6y5VSadCn4z8/3cdaGfH7lu/oVhFoItazrxtY+8pqmKaasFd23qVUKcQiif1ukcdoVQwVAIuaqMFXJpKOVdnGoqfpIhIoHXUKgQshvTDffm8exRT8nk4sNvuBBXb+63Pm9WOnIN0ms63AGhTCo0lU4qo30u6JQx10B4sSG3dSqE/NU6kdaseqzvS/YQArzBJBNZnQLCCaAm7nuYTkmMh5B7NaMZzHTEN1y6zrpf1v9ck6pvAfCURpPFtjIXbpawzKe7KoVZ+S456JI8QTbLEtuClMO9efR3Zj3Zu6Nv33nNRvz5d/f7bbNM3pusMpZKCYa6876HkP2cG/s7sHNtF/adnG6rQKB58wG0X0pWf2cW4zNlFCu1uskmIasVHWh/6pAOCNX74ejftDdPqjS8vqhNpX0PobGZEr7yxGEAnrm8UgoiglKlFpQ1N8lnU0GgyaX80epxIAxCxS+S+dd3yz7m/BFwG0EHHkKW9H6zIhiQnDKmzWMnHUUlouOYXfnj+53o/SzzYFOFm3Q9vmnHGnzk9Rfi+m0D1n26CxmcmXanDnXk0ujJZzBZrNSdM5MW1GJsXkoRj89QIRRTdn4Rx5T33bgVAsFGhwdPXHW0+TC4BAqhJOUMAGzsN31uLN9v/zhzZbc3qvaPKVZqzs+zryMLEW8BtTX3Dv77TDDPnk2wAFgIhvsKOBZR1J0Pb79qPV45M53oZ7qUuO6NVyPtNUteIuJWZgJTaUc6h1ZEaIWQtcpYNsxjBuzKn85cGtOGh5ArjWB9E/41AHD91gF89E0XWZ/X3jpJKUH9+VBlFGsqnQkrbyStTp0LF6ztRj6TcjrB93VmA88Ta9n5bGgSnkunWrIirydVSZ/B9sGuuioFOkVLr25p4tRLZvU2TaVmN4JsFn2Oqzb1BYNwHF5AKvn7AYQplO0UGGiWIJWqWHH2rZaZeq9xr05NJ6Qraf+uSsKKo4gExoGuibSWlQP24JI2LJ8tVZESd2rk2sA03boLAOBWXyXUTiqcfCaNlHipcUnvcyno78hibLaEM9NFmhqSVU+tpoKFj2ePTgBAUFwj6jlj9RAKys57v6c9x6ew7+Q0hrrzXoVUozJYbNVYX0UMhBU/bQqh4FjVqlWBnQ3KrMdf37VNgL7pc82bdJAl8POLtD8bUQhpg2rbWHxZE2nI0YBQUonsoKJjQppaM2WoC9k0fuGtlwRBszjWdOZw0veOdC3iBONYQ8pYY85YtJpqWOnVVAi1bsGzWYZ7C/jomy5yzlvNeXkrglVruvT4v7hKqMs29OLCdXYTYjPFx/ad3DzQEfhHudpv3le4Aj3plIRpjC0MCLmO5aWMuRVwC4EuPT/fLISeQhb/+a2XBtc50v4svzu3BaAYcyOeS5D7AuEKz1yCh5D+QWgjNNd+s6WKUWXMPhhqWV+SF04S3ipWNTElKCUSRN2TUsZcqqpzpa8ji2/9wgh+OEF2qNPGClaFUBqVmsJsuTrvPtPccsEgfuiajbh0Q69zv4++6SJ8/j/cHPytbwBPTxXr9otLT4xWw1BKoVpT8x7wdeDsjZfZ1UFAmDIWV9kkSucyThnTwd1ixZ2Ot90ICCVVuJhNWFnNa5+yJlYcL/XTxlyTUBHBjTvWOM+ZNYJVSZ+TvrFKsrf58Zu34d9cvzlI1WgH0ikJ+6zN1EEAAsXXaT9ljJDVTMlQYOiFER2cic4nvNSuWmNRBn+/AT/d9bEDXmWxq/1AeVDYwzJXK2RTwdxLtyEfO9dJGXMdZffgSUdsByL7dTQohOyBBtNUulJVDUGcwEMoYiptG6O2DHQG47Xt+phKCXJps3JlUsqYewEk9K+rzPtmE/CuoaenvTmUy1NxbUw12EwqFeshFJ3H63bWmUonBNuWCnMxtBVBi+1DnRDBoo5Pw70FfOOjt2LzgL3C78Z+szS6/bt7sb+I5vqumYsxSX024C/quiqgNcum/g50ZNMY7LLPmZqpprYQbNAL3W22iEYWnva6oi0ROl3KjL6Hcl97RYSOICBUc3oI6fKiyQGhSMpYEwohl89QM+QNlUKSr46OzMeaSsekjLXqIrapvyNx8NXG0laFkM4pnqvMu880Q915/OH7rkO3w5QZ8AJ9ZmW4IX9V4lQkIBR6CNUP7KbXkMtn4Fy4eLgHb71iGO++YbNzP61QakohtIwDQpcZQT3XQNidzwSBkiTDzsRqZOlUYBIKuD/TS5uY3ADAX33wRtz7CyPOc+q2JX1OeiKdTpgAXTzcg9/70WtaMslvJddv6wfQXsolTV9HzgsITZWc6kdCVgNmRTGNHg+jlbz0vCv6mrKR5tXfmcUzhz2l0ZUbvWu7vh5HfWI0hWw6qJSVZBZtmkq7lKJ1RQMix9IK8JlAIWT3XtTXbZuaW/8dLTvvumG+yF9Ec40DZlXNplPGEgJCM6VqSzwc13TljAqX9uOt621U02fSYvcQilEIlY2d9ee5mDfpzVDnIdSCMe/VOwdx/y+9AVvW2IMzS4EZEHKlXIULQsnBQiD58xzo1Ebn8+/bnkIWo/95BLdfa6++5VUzXPwqpM2k7ZGVSXvN4JeIuHQv01Ta5jmjB/QkD6FoyphtMNRS6KDsvNNUOh+0cz5o48NSxV1WHAhzd2Mrb2TMsvOLL6m9YqO3CqjLlUbRfTnhyJlfLPSqxKnJUt32OIWQN3EJV6fClb/5vYfufAZ/+hO7nCsx3nkkKBWbFIQKFULLbyDZPtjZdFUN7Wtll9qHFS6c+/ll54NUAcf38spN+vvtDj7mM+mgMl/s87q63JzbjwhoXiHUrly/1fOfaCeza01/ZxYnp4qYKlYCrwZCViulmIBQg4dQEBAK5111x/Dnahk/vaNUraGQTWHnWm+xaMZQCMXNrQqZNMpVVZdeZq0yZgSrbD6O2XS9yjx6LO0bORdRCMWbSoeBiVK1USGs30+Ytu9XLHNc4y/TacgJVZiSqmVGU8aSFkpmm0gZawaz8pPreHocq6/0Gq8QigYL9XHrFUKLf5PeDK1OGRORuuBLu7B5IFkhBDS3iFZfTr45hVCrAiXDvQVn23R7enP1vkkLTeCN2mYLfGTh4SeORpko4AdKfA+hrMVzRqcnzZaqTumwVk6MzXoBgGSFUHLK2LVbBnDLBYO4fEOfdZ9myGVSUMrP604YRDY6FEJmXn2geFjEAfNd127EP/zsLYFyKoo2UZ4qlluWMna+6FWJkxGFUDFWIRSuEgCmN8Di3ORm/YBUcyljGf81y++yIiK4fms/gOSBUFe+c5XEBYwKV64qY5Va8Jm6JiRXburDl3/2Ftx60Vpn25LQcuBTU6WmFUJL/HM5b27wDUnb8fs40JkNboIH2yjVjpClQKui47YFKu1M6CEExAeE9FxNBwt2DHUHCxWzpkIo1gLA2zZXrgZG0PGm0qnAwNo7llshZCs7D+g5nxdwcS0M1KeM1YIAUcPzlciinGNMuSS4YXYEhNKGQshWdt7wpXMdrzvvfQ5npkstqoIVLv655pqBotfo1+58GjOVGA+hSEAorAhrBISWoMpYM7TaVLpd6evIBr9pV3Am9F10+/T0+8qfpEXWgUWuuqavbzdtyCxqcObVO4fw+kvWBlkXZPXQfjPlJSAu3cv0ELIFelIpQS6TwuRcJXhNHEFAKDCVjg/0dGQzXkConJwytqYrh7/9/91sDYA0i25LM54iQUAoLsfdSBnTFzJbtYmFIJNO4bqt9ooU+jMcn21dytj5UsimUUg3pozpwE+0ykXd6lQLDbubIZNK+WXnV3bKGIDg+5PUt9pYOrG8btm7LljTt3TZeYdxvcn1WwfmvTrV15ENzBGTcsTX+mmOy1UhtHVNJwYjFf7ahT5jdZseQmS141YI1adSBdW5SpGAUKUWeP7o9I6da7uChQodeLGljOlxd65cRclhKq39EpVSTu/IaNl5W6Xa2VK9EXSsqbQRECpXGysiZRsUQsljik6pSUoZSyqOoLcneeat7fbGE6+C0fwHlQHjGupSt+uFDTMgN9xbwNhcY0CoGPUQ8vvZrDJWbiLYthTUK4Taq22txFQuud5nM76LQKjYT9pvIAgcLU7fHjo7CwB49YbFNWVe31fAX/zUjdZsC7JyWaZT/dYSN0HQFYBcOeKAl88+MZeQCuZPYCZmk6uMzZYqTaWMtQr9vsdny4nnc6eMhabSTx4cw5Y1HYneOouJDq7tPzUVqCSWkt684NRUfcpYrIdQur7svKs07UKQ8VPGPI+phJSx7PJNGQOMFKOE9usKGDoAFiWoMlZ0T5BzGc/EtOJIS10Itg16aYJJAVtdvnm5Ti5FBDdsG2jLKhf9HeFka4geQsSBiHxaRE6IyDPGtr8TkSf8fy+LyBP+9u0iMms89ydL1vBzQAcy9M1Zf2c2NHiOBFT073kuohAqV2vBNa2vw/tNXTDUFVyndUqTbXEjKBJSqcUWGtFk056qulpTTu/IrG8+7QoIeVVem6gyFphGx6t1g7L0gY+jd07XpfvS9T0QCVO948jXpYxZxrGGlLH4k+rxpFpLVhs3gxkQcqk2tH+juc/63gLmql7qtEYp1eghlG5UCFWrizsHaxa9uJtOSUuq6LYzm/o7EquH9nVmA/NmF3r8TZp/respICX2+7yFYkdfe33PyMql/WbKS0ApRgVkegi5Bq+ObDowi7bdCHdGFEKJKWP+wLoYFx7dlrGZcuCNYmOL7zcTdyOsJz9KKTy8/wzeeNlw6xs7D/RgOVeuYfvg0pvk9eYEpybjq4zVmR+mBJVqDd94+iiu3NQXDFqLphBKC0qVGmoqeQK0nKuMAcA1W/qQSYmz1C0AvO7itfiTf3cDrtvSH/u8DqzOJKys5jNpFKtelbHFTK/csqYTTx0aT/wO6aqCeXd3tDW/+oOXNwRe2wEtUwfC8r6EWPgMgP8L4C/1BqXUj+nHIvJ7AMaN/V9SSl27WI1rBXoxZMuaDpyaKmLbmk5M+YGIwENIp4xlLSljxs18f6AQqk8Zq9Y8jyCbqTQAFMtVt6l0pAS8bT4XVhmzewPpSpOAuxiHPkc4J42mjHl/F41jRQulRBnoyuFvf/rmuhL0cefV81abojSaMmYb/we7chABlGpNSpOprHQtQulAlLmPVtYfn5hDj6+E0P0fZypdifEQajflqfd5rw4z4I39HU2lbv3pT9wQKKJtBAqhhH77sRu34IqNvdaFwFZz93+6DQBw+LlHF+V8hDAghHiFUD4dmi27PGcK2VSg/LGZC+oJTJKHUEcujVnfQyififctajWmKujqzf3OfS8a7sH/+/Hr8fpLGkuV68obe05M4exMOSh/3S6Y73PboDvwtRj05cVaZaw+h93r15/7/ON4/SXr8Cs/cDmAxVudSqdSiRM9Tccy9hACvJXnz/77GxMDo6mU4G1Xrrc+r02lQw8ht8dEuVJb1MnlVr9qSDMponf+xA2oHn1uMZq1IGwe6Ew0Tl8K+jvCmxlWGSMulFL3icj2uOfEmyT8KIA3LGqjWowe+26/ZiOu3dKPs9MlPOqXjY8qbDpyOuAeVQipIHVIK/C8lLF0sH9c4QZN6CFUC8vOx6aMhelZRYdCSFcJspWd1/sEQZxqDRmLuiNUAMUvUop4JeKDwh4xaWVxvPqCQefzXpUxt0JIB1qSFkAy6RQGu/I4NVVsyQKIGVR3VhmLqQqqFzuOjs/hwnVeQCxu/qVfY6btlxc5bb9ZRAT5TCqxKuhK4N03bA4+Qxe6GIcLHRBKCqT1FrK45cKh5hrYAnQVwMPLd/pFlhkMCAGxA6w2W54tu0tkFrJpTMy5qwk1egg5FELlKubK1UXzuTEHv2s2J18833HVhtjtWT+v/qH9ZwAAN+9wTzQWG7M/XVWYFovenGDf6UhAKEZankkJposVlKsK33r+BH761p3+PotnKh14QiWc84qNvbhwXTd6O5bvZeU1LRjwg7LzWkJvuX7o7+Rsubqok8ttTQaEAOAtV6zH6MnnF7pJqw59M5NNC3raKLWWLDtuBXBcKbXH2LZDRB4HMAHgV5RS34l7oYjcAeAOABgeHsbo6OiCNHBqairx2M+e9q6Vc8f34XVr0viLV4qYnK5idHQ0eG7300+hejiNVya8vx95/EmoI+Fv59DROVSKNYyOjkKdqWBdp+Do849jn38D/9Tu59Bxxuumgy/vx+joobo2vHjSm8d97+Hv48ys95onHnsUp/bUXydfPuDN40bv+y5Onp6DUoh9f6dPFjExVcWzz78IAHj4wQfQnau/zs9NzeL4tPf6fS+XkIKKPZYOSLy49yXMlco4fvQwRkdP1e2TQg379r+C0dFjePlAEVDVeX+mM5OzmJzz5iXP7n4a2RONd6cvj3ufx+Hjp/z3+SD68pa5sHh9NzkxNu+2nZgJfX2+/+AD2FOIH8+UUsikgDOnTwbn1K8dfegJVA971+KpktfHB/bvw6g6CACo+XXt9760D6NyCIcna/jTR+bQnxc8eP93kGqz4EtK1azfx8Wgmd96q7gmA4yOHp73cSZOegv1+17ai9HyK/M+XqtZzD5dLbBP4+FMFIgtGa//niq6zZYL2TRO+qk/9lQwr5uTU8YyqNYUJucqiWkrrUKnUq3vLWBdExF3G9m0Zz780L7TWN9bwJY1S+/TY5I3+nNbm6SMnZ0p1wUjSzG+BZm0BCmJlZrC3z/iTVQWSxasTaUB+/dWc9vFa/HNj79uMZrV1gQBIT/lwSa1D1PLqouqqtIKoXaTvK8m+vyA0GBXfsX7PZAF5X0APmf8fRTAVqXUaRG5AcBXROQKpdRE9IVKqTsB3AkAu3btUiMjIwvSwNHRUSQdWz1/Avj+93Hjrutx/dYBjE7sxhOnD3uve8F77lU3XI8btg1g38kp4HvfxgUXX4aR6zYFx/ibA49gEjMYGbkNIwB+zt8+VawA9/4rNm/fiRuv2wzc801cfslFGHn19ro25F46BTz6EC6/6hocn5gDnnwSr3n1TQ0LSMe/fwB49mm86qab8dmXHkNnLoORkZsa3tO/nnkaL0wcx/YdO4HnnsPrbnttkJ6k+dRLD2GqWMHIyGtw3+SzyB89GNtXSinIXV/H5i3bUNu/Dzu2bcXIyGV1+3TcdxeGN27EyMiVuGfsGRROHkns9yQ+u/9hvHD2JADg+muvia1y+cKxSeCB+9DR3QucOovX3fqaupLwJjv3PYyDkyexbmgQIyM3zqtt47Nl/OJ9dwEAbrv1tU5z/m2PjeKibYMYGbkKgOc/9Yv3/QsGNm7HyMhFALz0MXzrHlx+2cUYuWlb8Fq565+xees29F8wjI/9xcPI5XL465++CRcP21Ptloqu+7+JWk3N+3M/X5r5rbcbxzoP4Mt7nsbll16CkRu3LnVzGliOfdrusE/jWZ65HS2mXFEN6gd9Uz5VrDgrGDRjKp1OCYa68zhwZsa5n04tOztTclYYayX65vWqJtRBLvQN7WOvnMUN2wba7iZH33ynBG2RQqJX0M5Mh/4mZV8ybhrlZVJhQEgE+OqTR/zti2QqXednxMtFM+SMQA/grjIGeNeYxQzObNEKIX6eS0ZPPoN0SlhhjJw3IpIB8CMA/k5vU0oVlVKn/cePAngJwMVL08LmiRbSyGcazZZzQcqY3UMoTlmt51UzpWqgwnV7CNXcHkJ16VvxfkT6PZSrtVjlb7hPOjDPrtTsqcMignTKM5WuWEyZs75nkT5WUhntZrjG8Mmzjf9hyphbEQuE6VutUDj3FjKhp2LC8T7zUzfiF95ySfB3IZtGd9ZLGdPEFfUAvHHy0NlZ/PifPYieQgZf/NAtbRkMArzv3GrwEGolzaaMEbLS4R0BdKnJekWO/ntqzq0Q6silE8vOA8D2wc5gAuMylQaAszNla2n6VqMnWc2ki7nQA/zRibnghrOd0BPFTQMdiUqXxaDXl46bPkJxflVpIyD0kddfiGs290EE2DywOAosM5VJV5kjboKqKwneC+Z+ixls8wwZxRnoJguLiKCvI0v/IDIf3gTgeaVUkPskImtFJO0/3gngIgD7lqh9TaODJnqc1t46urQ7EJYW77CUnbcVAEmnPG+V2VIVZctNPwAUgsIT1Vi1rsYMCLmq0Gb9ggxJVcb0ey9XlTOIk015bavWVGwAJJdJ1ZWdb0XQ5bVGCrX9fYapz4DbWyesXDn/8U5EglLgSQVYtqzpxEAk+D5QSHmqIB9bdd90SvDUoTFMl6r4vfdci61toDC3kc+klq2H41Khx+B284QiZLHhlQNAudJYUluv3B4bn3NeYK8yTMtcgQbTyNgW7OnM69Sy0qJ5CG3sLyCTknl7p+g+UgrY1IaBA50ytr0NDKWBUCFkVkCKm9Bm06mg2srNOwfx9x+6BS/+5tubMstrBet68ihkU/idf3MVXndxo1ycNKInztMlt/dSqBCqLponFOBNcDcPNFelgywcF67tbtuVZtI+iMjnADwA4BIROSQiH/Sfei/q08UA4DYAT/ll6L8I4ENKqTOL1tjzJAzAeON03vdwrNRUg8LGpRBKquDqVgh524pm2fk4U+mg4peuMhY/n9MBmkpVIZ2SWAVCPh0qoao1e3AJADLiruSVq1MIxQeNzpU6hZDVVNoPCDVRfEKXgM+2aH6rS8+fz838QEFwzAgI6QWcaJnyTFpw2ldya4VTu5LLpKl0OUcuXNeN67b24/KNvUvdFEKWFHoIId5DSCswJosV5+rDu2/YjD+4xzMqdA2EZqlz26Slt+B9HMcnirhsw+KsHG8b7MIz//2t8/YsMicLG/rayz8ICFd92sE/CDAUQkbp+bjvoTm4d+UXv4rXB27Zjvfs2hKcmyQjIkEFMcAuRdaB4ZliZdGqxml+8W2X8jNdYv76p28C5+4kCaXU+yzbfzJm25cAfGmh29Rqoila+tpYNMq263lYLp1CSjy1jEm5WrNe0zpzGS8g5FD+6DnQXLnaoFgyaawyZlfOVGsKc2V7wD+fTYUpY1V3ECedEkyX7AVMcpmwyli5ySpjSUQLXMTvE6aMJZU9X6tTxlp04dMBofMJggzkBbvHwoCQVmsPRYI+mZTn9wjUVzZrR7xUSw4q50JPIYt/+NnXLHUzCFlyuEQMb/CMThDMlBzXqs2WNZ14zYVeRS1nytiQqRCK30+rPmbL1UVLGQPQEgNrU2G1sb/9AkLd+Qy685k6RddS0p8XpAR48cRksK1UUQ3fQ3MS1p1fvO+ERkQYODgPdhq/d5tXj75eTBcriy5XfsdVG6j4WmJymdSiBwIJaUe0SiYICGm1TrnakHIlIujIphtSxooOhVBHLo3ZcsWp/NHzMjNlzObVA4Ql4G3zueD6Xqpax4B8Jh20qVxTziBOJhX69CR5CFVrqmVjyjuuWg/AU3/HtstQCCX50gUl4FukiB3oyiKblvPyrBwoCE5NlYI+OzXpqYDWdtcHhHQanwgaTMHbjXwmxdQnQsh5wdko4OeB13dFX0cWXb40OUmR8eN+RYJBh0GomapkUxwNdecDJdFimUq3CrOPNrVhQKiQTeO+X3w93nPDlqVuCgAgnxG8/pJ1+Mrjh1HxJ7zNKoRI+/PGy9YFj1OWCVqzlQwJIWQlE1UI6TlSsc6DJ7yOegGeRoWQq2BHnULIYSo955/Tlual21GueIbRtmu3bst0sWJNkao3z645b+a9gJBWCMWnsmk1VbmqWhZs/t33XIPf/pGrcOWm+JQaUzGVFOjRKWOtattAZ+68lVADBa+t2kfopFYIRQJC+vPuLWTbPh0rn00zFZwQcl7wyoH43HMRwSZfJZSU7/yOqzbg/k+8oc4nKIo2osumxXqDCADXbx0AYFcRtSt6gO/KpdHb0Z6BizVdOWffLzbv2bUFxyeKuG+PV9a1HCM/NydODAgtH9542XDiPnolcmJucauMEUJIO1GKGPrmDT+fQK1jzIkKMQqhuAUVTYfvIaSDS4kpYxV7cEm3o1St+f6TboXQTKliTxnzU4uVUr7vj0MhJKZCKD5QFSqE3MGlc6Ezl8F7b9xqVeEUsqkgiJJ0Tm0qnWQC3SxvvXI93nvj+S3ybezy2rD7yDgA4PRUCV25dOBRpdFBoHZPFwOAd161Ae+6buNSN4MQsgxZXlGHBWKmVG0wkgPC8uT5JgavJFVMX0cWa7pyiQPhddt0QGjx04Pmg04Z29jf0XYl59uVN1y6DoNdOXzh+16RmLgJrTnB6soxILRcuGZzf+I+O9d2BR4yLAFPCFmtlKo1iITjXeghVG3wEAI8xU+DQqhir6zVmfMCSC6FUDolyKYlCELZgku5IGXMM7y2LRiGCqGqXUWUSaHmm2dXqm5T6Vw6rDgarxBKo+gHvA6PzS7awpyI4Aev2QCg0eg7SiGbxs61XS2rkvr6S9bh137wivN67Y6+FLpyaXx37ykAnofQYHejabTu6/7O9q8I+aOv2oI7brtgqZtBCFmGrPq7kFKlhtlyFX0djdF/HeRpVTrH9sHOxJLnNyxXhZB/Q9uO/kHtSi6TwpsuG8ZD+08H5XWj3zW9OtWRZfWI5UQ6JRjudVckKWTTgaqQCiFCyGpFK3L0YpKe/9jKtseljLkUQl6VsYqzyhjglZ7XptLWgFBGq5e8YFWSQmi6ZC9MYppnV2rKOcb35wVHxmYBxKdc5dKCcqWG549N4MXjU3jL5eutx2o177p2EwAEwTsXd33sNnzwtTsWukmJZFKCm3YO4v69pwF4AaGh7sagT6AQirlHIISQlcLyijosABNz3opLb1xAKEgZa83N2sXDPbGBJ5NL1nv7JO3XbuhVMgaEzo1L1vfg7EwZp6ZKnilmtOy8H2hjutjy45sffx2+9fOvc+5z0bpuAK3zVCCEkOVG1BC6vspYDalI9aqC7wlk4qVvxSurO7KZeoWQLUCTTWOuXIsdizU6MDVTrDfCtu03XbSnBJvm2ZWqcipFBwpiqKXiq4yVqjV89YkjSKcEP3D1BuuxWs3Vm5sv1pExAn9LzWsvHML+U9M4dHbGDwg1LuJkllHKGCGEnC+r/i5zwpfgxgVgtKy1VQqhX3zbpRibKTn3SacEX/qZV2Owy60uaDe01HlTf2GJW7K8uHi4BwCw5/gkytUauiOBn7Tfr0tRYYzMj55CNrEqycXDPbjr2eMtK8NLCCHLjWKlvlpXoMIpxxs3b+rvwHf3noJSKgguFKs16+Jdp68ocqWMAb7Js68Qsqm09VxHl4BPVAgVqxiMUZ7o8wFaIWQ3qAa8MumaOOPgbNozqP7aE0dw60VDscGNhUJE8KkP7MLBMzOLds5W8NqLhgAA9+89hdNTJezavqZhHx3Mo0KIELKSWfUBIZ2THZdvrVPGWmWAt6YrhzWOSmSaC9f1tOR8i4meyFAhdG5cPOwpRF48PunJ5jvjPYSoEFqZXDSsFUIMCBFCVidRE+e8mZZVaUzLunZLP/7h8cM4Oj6Hjf0dQcq1ze+x0zeVTkwZy6YwV6miWlNNVQ8D4g2ezXNMFytY3xe/UKaVUF5qnEIhax8HdFUsIL7QSS6dwsEzXkrZx998sfU4C0UzhRTajYvWdWOoO4fvvXQaZ2ZKGIqZn+uy833LwEOIEELOl1WfpzAx5w3qsR5CLVYIrWR2DnXhyk292LWtcYWF2Fnbk0dfRxYvnpiK9RDKMGVsRaMVYkwZI4SsVkrVGvJGYQ+zylg5ppz5NVv6AQBPHBwD4JkyK2Wfq3Xk0ihWapjzfYdsi3wFP2XMaSodeAPplLF49W4QOHJ4COUMhZArCAUAA4XwudgqY0Z7b714yHocEiIiuHZLP+578SSUAoZ6Ykyl/UW5AaaMEUJWMKv+LkSnjPXGpHas7c7j5p1rcNU55EevVga78/in/3grtg52LnVTlhUigouHu7FHK4SiVcb8iV9XjiljK5Gda7u86jZMGSOErFJKlWpEIWQqZxoXSi7b0INcOoUn/YBQOUH50+mPn3q+Z1cIpVGsuE2ls+eoEKopuw9lnRKq6i4Vb6aMxVYZ87ddMtyDdT1M3W+Wa7f04+yM972IS7NbTmXnCSHkfFn1soMwZazxYi8i+Pwdr17sJpFVxkXDPfjnp46iI5u2VhmjQmhlks+k8abL1uHKTQw6E0JWJ9HFEDNQEuchlM+kcdnGXjzuB4S0N5BdIeSNn2M6IGRVCKUwV/ZMrJNMpaf8gFBSeXpXu6JVxtwKoYSAkN8O7YtDmuPaLQPB47iAUFB2voMpY4SQlcuqv8vUVcaWW1UvsnK4eF03/na2jPHZMi70q05p9Iph1GyarBz+9Cd2LXUTCCFkyYhWGTNTqSpVFRt0uW5LP/7u+wdRqdYSvYE6/XS0sZkyUmJP0c1n0hibKSOTEnR2xo+5gal00W0qvXVNJy5Y24WJuQpeFWNWDJhVxmqoVGvOsvOFjKCnkMHkXCVWSaTb8doLGRA6F67eEi7GxJl/68+kjwohQsgKZtXfZY7PlpFLp6wVJQhZaG6+YBD9nVl86HUX4I5bd9Y9Rw8hQgghKxmrqXRZp4w1BkCu2tSHz3zvZbx8egYFP7BiC87olLGx2bI1aARohVAV2XTKup+IIJuWoOy9bb+Brhzu+fkR67mA8H2WqlVUaiqxuMD63gIm56Ziz7muN4+eQgY37qCP47nQW8jigrVdeOnktLvsPBeNCSErmFV/lzkxW0FvRyYoXUrIYnPp+l488atviX0u8BBiQIgQQsgKpFStobsQjnFhKlU11kMIADb7RT+Ojs9i84DnXWgLznTogNBMyVk1tpDxTKUBd3XZXDoVpIzNp+hILmMqhBSyMeXkTdb3FbDnxFSsQujf3rgV77x6I+cK58F1Wwdw6OwseguNfafnYAOsMkYIWcGs+pFjYq4c6x9ESDuQDlLGaCpNCCFk5RFVCGXTAhFve6ka762jS7kfG58LTJRtwZm1fvWoQ2dnnQqhvG8qnUrZg0uAV9FrOsFDqBnqPYRqSDehEALi32cmncKamLLpJJmPvvEi/MBVG2IXhrVKm/cJhJCVDANCs+XYCmOEtAMZmkoTQghZwURNpUUE+UzKKzsfCRZphv3gyPGJucQqY5v6PTXRmekSNvbZK3D1d2YxPluGiDgVQtl0CtPFavD4fDHNsys1lVhtUgfB5nNO0siWNZ3Ysia+Qm4mLegtZJz+ToQQstxZ9aPKxGyZhtKkbaGpNCGEkJVM1FQa8NKyirrsfEzZ9kI2jYHOLI6Oz6EYVBmLv2nv68iiy08bcyl6NvZ3oFxVODVVdO7Xnc/g9HQRAOblP5mPmGfbzK41V23qQ28hwznrIrJ1TScuXd+71M0ghJAFZdXfZU7MVbB1sGupm0FILGl/gtiVW/U/VUIIISuQYqXWEFjR6VvliL+QyXBvoSmFkIhgY38H9pyIN2TWbOr3FDhKuQNHF67rxv5T0wBa4yFU8gNfSabSb758GE/86luQolpl0fj5t1wCpdRSN4MQQhaUVa8QGp8txxrJEdIOZJkyRgghZAVTqlQbUrTymRSKZbuHEOClUB2bmEOpkmwEvdFPG0tSCGlc+126vqep/ZIwPYSqNRVrFm0iIgwGLQEsOkMIWekkjmQiUhCRh0XkSRHZLSL/3d++Q0QeEpG9IvJ3IpLzt+f9v/f6z29f4Pdw3iilmDJG2po0U8YIIYSsYErVGvLZ+sIJgYdQNd5DCAA29BVwbLyYqBACgE1+VTKXomeTERBy7XeJERCypak1gzbPniv7ZecTqowRQgghC0Ezo08RwBuUUtcAuBbA20TkZgC/A+CTSqkLAZwF8EF//w8COOtv/6S/X1syU/IGYVYPIO3KQGcOKQGGelg9hBBCyMojWmUM8NQzgYeQJegy3FvAqakipkvJBs862ONSEfUUsujxFeMubyDTU2Y+CiFtnh0aVFOJQgghZPFJHMmUx5T/Z9b/pwC8AcAX/e2fBfAu//Ht/t/wn3+jtKnecmKuDABUCJG25Q2XrsNd/+l12NDXkbwzIYQQsoyoVGuoxXj25DIpz0OoUrOnjPmVxg6dnQleY2Oj7w+UFMBpJnC0fbAzOI5rv2bIZ9KYKXkl7JNMpQkhhJCFoKk8FBFJA3gUwIUA/gjASwDGlFIVf5dDADb5jzcBOAgASqmKiIwDGARwKnLMOwDcAQDDw8MYHR2d1xuxMTU1ZT32oUlPZnxw34sYndm3IOdfKbj6kZw759qfh55duLasFPgdXRjYr62F/UlISMmS7qVTxkpVhawliKPLsB884weEnAqhzuC4Ljb1d+D5Y5POwFEmncLFw9145vDEvEvA5zKpQOGU5CFECCGELARNBYSUUlUA14pIP4B/AHDpfE+slLoTwJ0AsGvXLjUyMjLfQ8YyOjoK27Ef3n8GuP8BvPqGa3DrRWsX5PwrBVc/knOH/dl62KcLA/u1tbA/CQkpluMNofPZNMZny04PIR0QOnCmdQqhZsynAeCS4V48c3hiXiljAPyUMV8hxIAQIYSQJeCcRjKl1BiAewG8GkC/iOiA0mYAh/3HhwFsAQD/+T4Ap1vR2FYzPsuUMUIIIYS0JyLyaRE5ISLPGNt+XUQOi8gT/r93GM/9sl/U4wUReevStLp5nAqhctXpIaRTxg6emQXg9hAa7i0gJckpXtp8Omm/d16zAW+5fHjeQZx8JoWpIlPGCCGELB3NVBlb6yuDICIdAN4M4Dl4gaF3+7t9AMBX/cdf8/+G//y3lFKqhW1uGScniwCAoe78EreEEEIIIaSBzwB4W8z2TyqlrvX/fR0ARORyAO8FcIX/mv/np/y3LbpkfDSVqyObxkxJB4Tip6p9HVl05zM4POYFhFxqnWw6hYuHezDsq4psNKsQev0l63Dn+3fNuyR5PpPG+Ey5qXMSQgghC0EzKWMbAHzWn1SkAHxBKfVPIvIsgM+LyG8CeBzAp/z9PwXgr0RkL4Az8CYnbcmJyTkAwNoeBoQIIYQQ0l4ope4Tke1N7n47gM8rpYoA9vvzsBsBPLBQ7ZsvxUq8QmhdTx4nJudQriprQEhE8KrtA7j3hZMAkqt0ffFnbklU/mzxFUId2cWJo+WzKew+MgEA2NzP4hGEEEIWn8SAkFLqKQDXxWzfB2+iEd0+B+A9LWndAnN8oojBrty8TQEJIYQQQhaRj4jI+wE8AuDnlVJn4RX1eNDYxyz4UUc7FPYAgAMTnqHynuefw+jYnvB1J8uY8/2FDh54GaOjR2Jfv17KwePvfee+eSt2lFK44+o8cOxZjJ54bl7HaoaZydlAJXVkz1MYPRQ/H6UZfWthf7Ye9mnrYZ+2HvZpPE2ZSq8U7tp9DH9wzx586WduQSGbxsnJOazrdcuHCSGEEELaiD8G8BsAlP//7wH49+dygHYo7AEAD+07DXzvQdwUKe4xteYIPv/C4wCASy68ACOvuyD29RuOTeJzz9+HbFrw+te/viVtbs1RmuPT+x7GC2dPIpMS/PBbX4+0xZOIZvSthf3ZetinrYd92nrYp/GsKmnM9146jd1HJjD6wgkAnkJoHdPFCCGEELJMUEodV0pVlVI1AH+GUK0dFPXwMQt+tCVnpksAgDVdubrt643FOpeK++Lhbgx15xNTwdoV7Z20eaDDGgwihBBCFpLlOYKeJ7o06T89dRSA5yE03MuAECGEEEKWByKywfjzhwHoCmRfA/BeEcmLyA4AFwF4eLHbdy6c9gNCg131c7FhMyDkMFsWEdx28RC6C8tT8K4DQlvWdC5xSwghhKxWlucIep68cnoaAHDPcycwVazg5GQR63qYMkYIIYSQ9kNEPgdgBMCQiBwC8GsARkTkWngpYy8D+A8AoJTaLSJfAPAsgAqADyulqkvQ7KbRCqGBrmzddjMglEswi/6v77gMR8fnWt+4RSCf8cyrtzIgRAghZIlYNQGhWk3h4NlZXLWpD08fHseXHj2EmgIVQoQQQghpS5RS74vZ/KmYbXr/3wLwWwvXotZyZrqEnnwmCIxocpkUhrpzODVVSiz8Mdidx2D38pzL6epqDAgRQghZKlZNytjxyTmUKjW8+4bN6Mln8OXHvbT6tVQIEUIIIYQsOqenS1jTnYt9TquEVnIlWJ0ytm2QASFCCCFLw8odZSMcOO35B+0Y6sIN2wfw5MExAFQIEUIIIYQsBWemiw2G0poNfasgIJSlhxAhhJClZeWOshG0ofTWNZ24acdgsJ1l5wkhhBBCFp/TUyUMWgJCWiGUy6zc6lsFP1WOASFCCCFLxarxEDpwZgYpATb2d+DGHWuC7WuXad45IYQQQshy5sx0CVdv7ot9bv0qSBl79w2bsXmgA72FbPLOhBBCyAKwqgJCG/s7kMukcNWmPhSyKXTmMoGhHyGEEEIIWRyUUjg7U8KarviFufWrIGVsy5pOqoMIIYQsKasmIPTK6ZmgikMuk8JNOwYxNlte4lYRQgghhKw+JuYqKFeVNWXs0vW9SAmwrodKbkIIIWShWDUBocNjs3j9JWuDv3/3PdegVK0tYYsIIYQQQlYnZ6ZLAGA1lb5qcx8e/9W3oK+D6VSEEELIQrEqAkKlSg2nporY0NcRbFvLFSdCCCGEkCXhzHQRAKxl5wEwGEQIIYQsMCs3Mdvg+MQclAI29rOiGCGEEELIYvPc0Qk8eXAs+Pv0lKcQsqWMEUIIIWThWRUBoaPjcwBQpxAihBBCCCGLw69+9Rm8+0++h39+6iiA5JQxQgghhCw8qyQgNAsA2NBHhRAhhBBCyGLz8ukZVGoK//Fzj2HfySmcntYKIabwE0IIIUvFKgkI+QqhfiqECCGEEEIWk9lSFScni/iJm7cBAP7h8cM4MTGHjmwaHbn0EreOEEIIWb2sClPpo2Oz6Clk0J1fFW+XEEIIIaRtOHh2BgCwa/sa7Ds5jS8/dhiTc2XccsHgEreMEEIIWd2sCoXQkfE5posRQgghhCwBr5z2AkJb13Ti9ms34vDYLCaLFfzCWy9Z4pYRQgghq5tVERA6Nj5HQ2lCCCGEkCXgwJkwIPS2K9ejK5fGD1+7CZdt6F3ilhFCCCGrm1WRQ3V0fBZXbuKkgxBCCCFksTl4Zgbd+QwGOrMQEfzLx27D2h6aSRNCCCFLzYoPCJVrCqemSlQIEUIIIYQsAQfOzGDLmk6ICABgy5rOJW4RIYQQQoBVkDJ2dk4BANbTQ4gQQgghZNE5cGYGW9dwYY4QQghpN1Z8QGi86AWEhnsZECKEEEIIWUxqNYWDZ2awbbBrqZtCCCGEkAgrPiBUrHoBoe58eolbQgghhBCyujgxWUSxUsOWASqECCGEkHZjFQSEvP/zGQaECCGEEEIWk32npgAAO4a6l7glhBBCCImy4gNCZT8gVMgyIEQIIYQQspjsOzkNANi5liljhBBCSLux4gNCxZqXMtaRY0CIEEIIIWQx2XdyGh3ZNNbTy5EQQghpO1Z8QChQCGVW/FslhBBCyApCRD4tIidE5Blj2/8SkedF5CkR+QcR6fe3bxeRWRF5wv/3J0vWcIN9p6awY6gLqZQsdVMIIYQQEmHFR0lKVAgRQgghZHnyGQBvi2y7G8CVSqmrAbwI4JeN515SSl3r//vQIrXRyb6T00wXI4QQQtqUlR8QChRCDAgRQgghZPmglLoPwJnItruUUhX/zwcBbF70hjVJuaZw6OwMdq6loTQhhBDSjmSWugELTakK5DIpSpUJIYQQstL49wD+zvh7h4g8DmACwK8opb4T9yIRuQPAHQAwPDyM0dHRBWncyyenUVOC4skDGB09siDnWA1MTU0t2Ge0GmF/th72aethn7Ye9mk8qyAgpOgfRAghhJAVhYj8VwAVAH/jbzoKYKtS6rSI3ADgKyJyhVJqIvpapdSdAO4EgF27dqmRkZEFaeMjn/8mgCLeedurcNXmvgU5x2pgdHQUC/UZrUbYn62Hfdp62Keth30az4qPlJRqLDlPCCGEkJWDiPwkgHcC+HGllAIApVRRKXXaf/wogJcAXLxkjQRwbKYGANhBDyFCCCGkLVn5AaGqoqE0IYQQQlYEIvI2AL8I4IeUUjPG9rUikvYf7wRwEYB9S9NKj6mSQiGbQnd+xQvSCSGEkGXJih+hyzUaShNCCCFk+SEinwMwAmBIRA4B+DV4VcXyAO4WEQB40K8odhuA/yEiZQA1AB9SSp2JPfAiMVcBg0GEEEJIG7PiR+lSFSh0MCBECCGEkOWFUup9MZs/Zdn3SwC+tLAtOjfmqgpdDAgRQgghbcuqSBmjqTQhhBBCyOIyWwG6cgwIEUIIIe3Kio+U0FSaEEIIIWTxmasopowRQgghbczKDwhVFToYECKEEEIIWVTmqkBXnnMwQgghpF1ZBQEhoJBd8W+TEEIIIaStmKvQQ4gQQghpZ1Z8pKRUA8vOE0IIIYQsMnNVVhkjhBBC2pmVHxCqKuRZdp4QQgghZFGhQogQQghpbxIDQiKyRUTuFZFnRWS3iHzU375GRO4WkT3+/wP+dhGRPxSRvSLylIhcv9BvwkW5SoUQIYQQQshiUqspFKtgQIgQQghpY5pRCFUA/LxS6nIANwP4sIhcDuATAO5RSl0E4B7/bwB4O4CL/H93APjjlre6Sao1hYoCClQIEUIIIYQsGtOlCgCgm6bShBBCSNuSGBBSSh1VSj3mP54E8ByATQBuB/BZf7fPAniX//h2AH+pPB4E0C8iG1rd8GaYK1cB0FSaEEIIIWQxmS56czAqhAghhJD25ZxGaRHZDuA6AA8BGFZKHfWfOgZg2H+8CcBB42WH/G1HjW0QkTvgKYgwPDyM0dHRc2x6MhNFBQA4+PI+jKqDCXsTF1NTUwvyGa1W2J+th326MLBfWwv7k6wWpopaIcSAECGEENKuND1Ki0g3gC8B+JhSakJEgueUUkpE1LmcWCl1J4A7AWDXrl1qZGTkXF7eFIfOzgD33ourL78UI6/a0vLjryZGR0exEJ/RaoX92XrYpwsD+7W1sD/JamHaDwh15RgQIoQQQtqVpnKpRCQLLxj0N0qpL/ubj+tUMP//E/72wwDM6Mtmf9uiE6SM0VSaEEIIIWTRCAJCVAgRQgghbUszVcYEwKcAPKeU+n3jqa8B+ID/+AMAvmpsf79fbexmAONGatmiMleuAQAKGXoIEUIIIYQsFkwZI4QQQtqfZkbp1wD4CQBPi8gT/rb/AuC3AXxBRD4I4BUAP+o/93UA7wCwF8AMgJ9qZYPPhdBUmgohQgghhJDFQlcZ62KVMUIIIaRtSQwIKaW+C0AsT78xZn8F4MPzbFdLmPUDQh1MGSOEEEIIWTSm/CpjVAgRQggh7cuKzqUKU8YYECKEEEIIWSzoIUQIIYS0Pys6IBQqhFb02ySEEEIIaSumixUIgE6qtAkhhJC2ZUVHSrSHUJ4KIUIIIYSQRWOqWEE+DXi1SQghhBDSjqyKgBA9hAghhBBCFo/pYgWFDINBhBBCSDuzKgJCrDJGCCGEELJ4TBerKNA+iBBCCGlrVnhASJtKr+i3SQghhBDSVkwVK+hIUyFECCGEtDMrOlIyW64iLUAmvaLfJiGEEEJIW+GljC11KwghhBDiYkVHSubKVdA+iBBCCCFkcZmihxAhhBDS9qyCgBAnI4QQQgghi8l0qYICF+UIIYSQtmZFB4TW9hSwtWdFv0VCCCGErFBE5NMickJEnjG2rRGRu0Vkj///gL9dROQPRWSviDwlItcvXcuB7YNdGO7iHIwQQghpZ1b0SP3xN1+Mn99VWOpmEEIIIYScD58B8LbItk8AuEcpdRGAe/y/AeDtAC7y/90B4I8XqY2x/NUHb8K7LswtZRMIIYQQksCKDggRQgghhCxXlFL3ATgT2Xw7gM/6jz8L4F3G9r9UHg8C6BeRDYvSUEIIIYQsS1j/gRBCCCFk+TCslDrqPz4GYNh/vAnAQWO/Q/62o4ggInfAUxFheHgYo6OjC9LQqampBTv2aoL92FrYn62Hfdp62Keth30aDwNChBBCCCHLEKWUEhF1Hq+7E8CdALBr1y41MjLS6qYBAEZHR7FQx15NsB9bC/uz9bBPWw/7tPWwT+NhyhghhBBCyPLhuE4F8/8/4W8/DGCLsd9mfxshhBBCSCwMCBFCCCGELB++BuAD/uMPAPiqsf39frWxmwGMG6llhBBCCCENMGWMEEIIIaQNEZHPARgBMCQihwD8GoDfBvAFEfkggFcA/Ki/+9cBvAPAXgAzAH5q0RtMCCGEkGUFA0KEEEIIIW2IUup9lqfeGLOvAvDhhW0RIYQQQlYSTBkjhBBCCCGEEEIIWWUwIEQIIYQQQgghhBCyyhBPYbzEjRA5CS8PfiEYAnBqgY69mmA/thb2Z+thny4M7NfWspr7c5tSau1SN4LUwznYsoD92FrYn62Hfdp62KetZzX3qXUO1hYBoYVERB5RSu1a6nYsd9iPrYX92XrYpwsD+7W1sD/JaoLf99bAfmwt7M/Wwz5tPezT1sM+jYcpY4QQQgghhBBCCCGrDAaECCGEEEIIIYQQQlYZqyEgdOdSN2CFwH5sLezP1sM+XRjYr62F/UlWE/y+twb2Y2thf7Ye9mnrYZ+2HvZpDCveQ4gQQgghhBBCCCGE1LMaFEKEEEIIIYQQQgghxIABIUIIIYQQQgghhJBVRtsFhERki4jcKyLPishuEfmov32NiNwtInv8/wf87ZeKyAMiUhSRX4gc66Mi8ox/nI85zvk2EXlBRPaKyCeM7R/xtykRGVqgt7wgtFk/fkpEnhSRp0TkiyLSvUBve8Fos/78jIjsF5En/H/XLsy7XljarE+/Y/TnERH5ysK864Wnzfr1DSLymH+Mz4pIZoHe9oKxRP35aRE5ISLPRLa/x39tTURYNpW0nDa7fnAOBs7BgLbrz2U/B2uz/uT8i/MvK0vUp6tvDqaUaqt/ADYAuN5/3APgRQCXA/ifAD7hb/8EgN/xH68D8CoAvwXgF4zjXAngGQCdADIAvgngwpjzpQG8BGAngByAJwFc7j93HYDtAF4GMLTUfbOM+7HX2O/39fmX078268/PAHj3UvfJSurTyH5fAvD+pe6f5d6v8BYcDgK42N/vfwD44FL3T7v3p7/vbQCuB/BMZPtlAC4BMApg11L3Df+tvH/tcv3wn+McjHOwduzPz2CZz8HaqT8j+3H+1YJ+xQqZfy1Fn/r7rro5WNsphJRSR5VSj/mPJwE8B2ATgNsBfNbf7bMA3uXvc0Ip9X0A5cihLgPwkFJqRilVAfBtAD8Sc8obAexVSu1TSpUAfN4/F5RSjyulXm7h21s02qwfJwBARARAB4Bl52TeTv25UmjHPhWRXgBvAPCVeb/BJaKN+nUQQEkp9aK/390A/k1r3uXisQT9CaXUfQDOxGx/Tin1wrzfFCEW2uj6wTmYB+dgaK/+XAm0Y39y/lUH518+nIMtDm0XEDIRke3wVogeAjCslDrqP3UMwHDCy58BcKuIDIpIJ4B3ANgSs98meFFUzSF/24qhHfpRRP7CP9+lAP7PebyNtqEd+hPAb/ny70+KSP483kZb0SZ9CngDyj16Ar3cWeJ+PQUgY8hq3215/bJhkfqTkLagja7Ly5p26EfOwQI4B4vQJv0JcP5lwvlXDJyDLRxtGxASL8f5SwA+Fr04KKUUElY4lFLPAfgdAHcB+BcATwCoLkhj25h26Uel1E8B2Agvsvtj5/r6dqFN+vOX4U3qXgVgDYBfOsfXtxVt0qea9wH43Hm+tq1Y6n71z/FeAJ8UkYcBTJ7L69uNpe5PQhYTft9bQ7v0I+dgwT6cgxm0SX9qOP8K9+H8K8JS9+lKpy0DQiKShfeh/41S6sv+5uMissF/fgOAE0nHUUp9Sil1g1LqNgBnAbzom1Np87IPATiM+gjhZn/bsqfd+lEpVYUnZ1yWssV26U9fPqmUUkUAfwFPMrosaZc+9c81BK8v/7kV720paZd+VUo9oJS6VSl1I4D74OV+LzsWuT8JWVLa5fqx3Gm3fuQczINzMI926U//XJx/ReD8K4RzsIWn7RzHRUQAfArAc0qp3zee+hqADwD4bf//rzZxrHVKqRMishVenuDNSqkxANca+2QAXCQiO+D9iN4L4N+25t0sHe3Sj347LlBK7fUf/xCA51vwFheVdulP/7kNSqmjfpveBU8Guexopz71eTeAf1JKzc3nfS017dSvxuvz8FZRf2v+73BxWez+JGQpaafrx3KmXfqRc7DYY636OVg79acP51+Nx1r18y+Ac7BFQ7WBs7X5D8Br4cm+noIn53oCXp7fIIB7AOyB5wy+xt9/PbycyQkAY/7jXv+57wB4Fp7r+hsd53wHvMjpSwD+q7H95/zjVQAcAfDnS90/y60f4anQ7gfwNLxB829gVLxYLv/apT/97d8y+vOvAXQvdf8s9z71nxsF8Lal7peV1K8A/he8FIUX4Ml8l7x/lkl/fg7AUXimiIfgVwcB8MP+30UAxwH861L3D/+trH9tdv3gHGye/QjOwTgHa/P+9J8bBedfrf6eLvv51xL26aqbg4n/BgkhhBBCCCGEEELIKqEtPYQIIYQQQgghhBBCyMLBgBAhhBBCCCGEEELIKoMBIUIIIYQQQgghhJBVBgNChBBCCCGEEEIIIasMBoQIIYQQQgghhBBCVhkMCBFCCCGEEEIIIYSsMhgQIoQQQgghhBBCCFllMCBECCGEEEIIIYQQsspgQIgQQgghhBBCCCFklcGAECGEEEIIIYQQQsgqgwEhQgghhBBCCCGEkFUGA0KEEEIIIYQQQgghqwwGhAghhBBCCCGEEEJWGQwIEUIIIYQQQgghhKwyGBAihBBCCCGEEEIIWWUwIEQIIYQQQgghhBCyymBAiBBCCCGEEEIIIWSVwYAQIYQQQgghhBBCyCqDASFCCCGEEEIIIQuKiIyKyE8vdTsIISEMCBFCliWcVBBCCCGELC6cfxGysmBAiBBCCCGEEEIIIWSVwYAQIasYEfklETksIpMi8oKIvFFEUiLyCRF5SUROi8gXRGSN8Zr3i8gr/nP/TUReFpE3+c/9uoj8vYj8tX/Mp0XkYhH5ZRE5ISIHReQtxrH6RORTInLUb8dvikjaf+4nReS7IvK7InJWRPaLyNv9534LwK0A/q+ITInI/014n1eIyN0ickZEjovIf1mI/iSEEEIISWIVzb/eLCLPi8i4v68sQHcSQuYBA0KErFJE5BIAHwHwKqVUD4C3AngZwH8E8C4ArwOwEcBZAH/kv+ZyAP8PwI8D2ACgD8CmyKF/EMBfARgA8DiAf4V3rdkE4H8A+FNj388AqAC4EMB1AN4CwJQh3wTgBQBDAP4ngE+JiCil/iuA7wD4iFKqWyn1Ecf77AHwTQD/4r+fCwHck9hBhBBCCCEtZhXNv4YAfBnAr/jHeQnAaxI7iBCyqDAgRMjqpQogD+ByEckqpV5WSr0E4EMA/qtS6pBSqgjg1wG8W0QyAN4N4B+VUt9VSpUA/CoAFTnud5RS/6qUqgD4ewBrAfy2UqoM4PMAtotIv4gMA3gHgI8ppaaVUicAfBLAe41jvaKU+jOlVBXAZ+FNgobP8X2+E8AxpdTvKaXmlFKTSqmHzvEYhBBCCCGtYLXMv94BYLdS6ot+G/43gGPneAxCyAKTWeoGEEKWBqXUXhH5GLwJxxUi8q8APg5gG4B/EJGasXsV3kRgI4CDxjFmROR05NDHjcezAE75Ewr9NwB0+8fKAjgqEiiIU+bxYUwc/HPp154LW+CtShFCCCGELCmraP4VbbMSkYOO/QkhSwAVQoSsYpRSf6uUei28SYgC8DvwBu+3K6X6jX8FpdRhAEcBbNavF5EOAIPnefqDAIoAhozz9Cqlrmi2+edwnp3n1UJCCCGEkBazSuZfR+EtygEAxIsqbbHvTghZChgQImSVIiKXiMgbRCQPYA7e6lENwJ8A+C0R2ebvt1ZEbvdf9kUAPygit4hIDt7q1nkZBCqljgK4C8DviUivb6Z4gYi8rslDHEdzgZ5/ArBBRD4mInkR6RGRm86nzYQQQggh82EVzb/+GZ4C6kf8tLefA7D+fNpMCFk4GBAiZPWSB/DbAE7BkwavA/DLAP4AwNcA3CUikwAehGcuCKXUbnimh5+Ht/IzBeAEvJWm8+H9AHIAnoVnnvhFeHnqzfAH8HLrz4rIH9p2UkpNAngzPLPFYwD2AHj9ebaXEEIIIWQ+rJb51ykA74H3Xk8DuAjA/efZXkLIAiFKNav6I4SQekSkG8AYgIuUUvuXuDmEEEIIISsezr8IIa2CCiFCyDkhIj8oIp0i0gXgdwE8Da9cKiGEEEIIWQA4/yKELAQMCBFCzpXbARzx/10E4L1qiaWGInKriEzF/VvKdhFCCCGEtAjOvwghLYcpY4QQQgghhBBCCCGrDCqECCGEEEIIIYQQQlYZmaVuAAAMDQ2p7du3L8ixp6en0dXVtSDHXk2wH1sL+7P1sE8XBvZra1nN/fnoo4+eUkqtXep2kHo4B2t/2I+thf3ZetinrYd92npWc5+65mBtERDavn07HnnkkQU59ujoKEZGRhbk2KsJ9mNrYX+2HvbpwsB+bS2ruT9F5JWlbgNphHOw9of92FrYn62Hfdp62KetZzX3qWsOxpQxQgghhBBCCCGEkFUGA0KEEEIIIYQQQgghqwwGhAghhBBCCCGEEEJWGU0FhETkP4nIbhF5RkQ+JyIFEdkhIg+JyF4R+TsRyfn75v2/9/rPb1/Qd0AIIYQQQgghhBBCzonEgJCIbALwcwB2KaWuBJAG8F4AvwPgk0qpCwGcBfBB/yUfBHDW3/5Jfz9CCCGEEEIIIYQQ0iY0mzKWAdAhIhkAnQCOAngDgC/6z38WwLv8x7f7f8N//o0iIi1pLSGEEEIIIYQQQgiZN4ll55VSh0XkdwEcADAL4C4AjwIYU0pV/N0OAdjkP94E4KD/2oqIjAMYBHDKPK6I3AHgDgAYHh7G6OjovN9MHFNTUwt27NUE+7G1sD9bD/t0YWC/thb2JyGEEEIIaRcSA0IiMgBP9bMDwBiAvwfwtvmeWCl1J4A7AWDXrl1qZGRkvoeMZXR0FAt17NUE+7G1sD9bD/t0YWC/thb2JyGEEEIIaReaSRl7E4D9SqmTSqkygC8DeA2Afj+FDAA2AzjsPz4MYAsA+M/3ATjd0lYTQojBf//H3dh9qrrUzSCEEEIIIWRV8Ef37sUXHz201M0g86SZgNABADeLSKfvBfRGAM8CuBfAu/19PgDgq/7jr/l/w3/+W0op1bomE0JIPX/70AE8faqSvCMhhBBCCCFk3vztQwfwtSePLHUzyDxJDAgppR6CZw79GICn/dfcCeCXAHxcRPbC8wj6lP+STwEY9Ld/HMAnFqDdhBASoPx/hBBCCCGEkIVFKYXT00WMzZSWuilkniR6CAGAUurXAPxaZPM+ADfG7DsH4D3zbxohhDSHUgrUIRJCCCGEELLwTJeqmCvXMDZTXuqmkHnSbNl5QghpW2qKCiFCCCGEEEIWg9NTRQDAWSqElj0MCBFClj1UCBFCCCGEELI4nJryAkGTcxVUqrUlbg2ZDwwIEUKWPVQIEUIIIYQQsjhohRAAjM8ybWw5w4AQIWRZo4sYUiFECCGEEELIwnN6OkwVG2NAaFnDgBAhZFmjA0EUqxJClisi8mkROSEizxjb1ojI3SKyx/9/wN8uIvKHIrJXRJ4SkeuN13zA33+PiHxgKd4LIYSQlY+pEGKlseUNA0KEkGVNTUeEqBAihCxfPgPgbZFtnwBwj1LqIgD3+H8DwNsBXOT/uwPAHwNeAAleRdib4FWB/TUdRCKEEEJaifYQAsBKY8scBoQIIcsaHQeiQogQslxRSt0H4Exk8+0APus//iyAdxnb/1J5PAigX0Q2AHgrgLuVUmeUUmcB3I3GIBMhhBAyb05Pl5BNCwDgLANCy5rMUjeAEELmQ40eQoSQlcmwUuqo//gYgGH/8SYAB439DvnbbNsbEJE74KmLMDw8jNHR0da12mBqamrBjr2aYD+2FvZn62Gftp5279O9B2exrgM4PAU8+vRzGJrcu9RNSqTd+3SpYECIELKsYSCIELLSUUopEWnZ1U4pdSeAOwFg165damRkpFWHrmN0dBQLdezVBPuxtbA/Ww/7tPW0e5/+f49/G1es78LR545jcMNWjIxcstRNSqTd+3SpYMoYIWRZE5hKMzBECFlZHPdTweD/f8LffhjAFmO/zf4223ZCCCGkpZyeKmFtTx59HVmcpan0soYBIULIsiZIGVvidhBCSIv5GgBdKewDAL5qbH+/X23sZgDjfmrZvwJ4i4gM+GbSb/G3EUIIIS2jWlM4M1PCYHceA505lp1f5jBljBCyrAk9hBgSIoQsT0TkcwBGAAyJyCF41cJ+G8AXROSDAF4B8KP+7l8H8A4AewHMAPgpAFBKnRGR3wDwfX+//6GUihpVE0IIIfPi7EwJSgFD3Tn0dWZZdn6Zw4AQIWRZoyL/E0LIckMp9T7LU2+M2VcB+LDlOJ8G8OkWNo0QQgip47Rfcn6wy1MIHZ+YW+IWkfnAlDFCyLJG+fXmKRAihBBCCCFkYZkuVQAAXfk0+juzGGPZ+WUNA0KEkGWNAj2ECCGEEEIIWQwqVW/WnU2n0N+RWxUpY2emS3j+2MRSN2NBYMoYIWRZo6uLMSBECCGEEELIwlKpefL8dEow0JnFdKmKYqWKfCa9xC1bGD5594v4g3v2AAD+8SOvxVWb+5a4Ra2FCiFCyLImNJVe4oYQQgghhBCywqnWtEJIMNSTBwCcnCwuZZMWlCcOjqG34OlonluBKiEGhAghyxpFhRAhhBBCCCGLgk4ZS6dS2DzQAQA4fHZ2KZu0oEzMlXHFxj5kUoKXT00vdXNaDgNChJBljS43X2NEiBBCCCGEkAWl4k+6MynBpn4vIHRoBQeExmfLWNOVw9bBTuxnQIgQQtoLBoIIIYQQQghZHKq+h1AmLdjoB4QOj63cgNDEbAW9HVnsHOpiQIgQQtoNXWWMgSFCCCGEEEIWlnI1VAgVsmms7cnj0NmZJW7VwqCUwsRsGb0dGWwf7MLLp6dRa8FNR7WNblwYECKELGtYZYwQQgghhJDFQQcz0ikvlLB5oGPFKoSKlRpK1Rr6OrLYsbYLc+Uajk3MzeuYs6Uq3vq/78Mn736xRa2cHwwIEUKWNYqu0oQQQgghhCwK5aqfMpYSAMCm/o4V6yE0PlsGAC8gNNgFAPNOG/vDb+3B3hNT2H2kPSqWJQaEROQSEXnC+DchIh8TkTUicreI7PH/H/D3FxH5QxHZKyJPicj1C/82CCGrFR0Pqi1tMwghhBBCCFnxaIVQJu0FhDYPdOLI2GxLUqnajQk/INRb8BRCwPwCQgdOz+DP7tsHADg5VZx/A1tAYkBIKfWCUupapdS1AG4AMAPgHwB8AsA9SqmLANzj/w0Abwdwkf/vDgB/vADtJoQQAEDNjwgFSiFCCCGEEELIglAJUsZ8hdBAB8pVhROT7RHgaCWmQmi4p4CObNoaEHr0lbM4nRDkefrwOCo1hUvX9+BUm/TXuaaMvRHAS0qpVwDcDuCz/vbPAniX//h2AH+pPB4E0C8iG1rRWEIIicKMMUIIIYQQQhaHip8yljU8hADg8JjbWHrviUm8/9MPY6ZUWdgGthAdEOrtyCKVEmyzlJ6v1RR+/M8fxJ9/d7/zeKenvSDQFRv7cHKq2BYL2plz3P+9AD7nPx5WSh31Hx8DMOw/3gTgoPGaQ/62o8Y2iMgd8BREGB4exujo6Dk2pTmmpqYW7NirCfZja2F/to5j096gVKlU2acLAL+rrYX9SQghhJDlTKAQ0iljfun5Q2dnccM2++u+s+cU7nvxJPaemMLVm/vrnrv3+RP4zX9+Fv/8c7eikE0vSLujPHFwDP/xc4/hHz/yWvR35mL3mZgLFUIAsHNtF547Otmw39mZEubKNZyYcKt+Tk0WkRLg4uFulCo1TMxVgmMvFU0HhEQkB+CHAPxy9DmllBKRcwpvKaXuBHAnAOzatUuNjIycy8ubZnR0FAt17NUE+7G1sD9bx94TU8B3vo1UOs0+XQD4XW0t7E9CCCGELGe0h5BWCG30A0JHxtzVt477wZLjMUGTpw6N46WT09h/ahqXbehtZXOt7D0xhYNnZrH3xBR2bV8Tu8/4TH1AaMdQF+7afRzlag3ZdJhsdWqqBAAYmyk5z3lyqoQ1XTms7yt4f08WlzwgdC4pY28H8JhS6rj/93GdCub/f8LffhjAFuN1m/1thBCyAGgPoSVuBiGEEEIIISuAYqWKj//dE9h3cqrhuaiHUFc+g85cGqcS/HNO+OXaT0w2Bo50atbL86zgdS7o1DdXGfmJOS+9rafg6Wi2D3ahUlMNVdX0ez+TEBA6NVXEUHcea7vzda9bSs4lIPQ+hOliAPA1AB/wH38AwFeN7e/3q43dDGDcSC0jhJCWUqOHECGEEEIIIS3j+aOT+PLjh/GXD7zS8Fyl6lcZ8wNCADDUnU8Mbhz3A0FxCqGxWS+Qsv/0IgaE/JuIY+P2gND4bBlduXSgBtoZVBqrD5Sd9A2iz043FxAa6snXvW4paSogJCJdAN4M4MvG5t8G8GYR2QPgTf7fAPB1APsA7AXwZwB+tmWtJYSQCGGVsSVuCCGEEEIIISuAw2OeAuYbzxxtKCdfrdWQEiBVFxDKJQaEdODlRIwiZ2IpFUKOgNDEbBm9RkrXjqFuAMD+U/UG2vq9n/VTzGx4AaFcoBBqh4BQUx5CSqlpAIORbafhVR2L7qsAfLglrSOEkARYZYwQQgghhJDWceisF/A4PlHEYwfO1nnslGsKmVS9rmSoO49XTrurjJ0IPIQaAzBjMzog5D5GK9EKoaOOlLHx2XKdx89AZxa9hUyjQsgPCI3PllGp1pBJx+tuTk2WMNSdR19HFtm0BK9bSs617DwhhLQVVAgRQlYyIvJREXlGRHaLyMf8bWtE5G4R2eP/P+BvFxH5QxHZKyJPicj1S9p4Qgghbc2XHzsUq1I5fHYWnbk0cukU/vnpeveXak0F/kGawYSUseliBZNFz4/nRMz5xnyF0LmmjP3r7mP4rX9+9pxeo9EBoeMuhdBcvUJIRLBjbXdD6XmzD/V7iTJdrGC2XMVQTx6plHhpdm2gEGJAiBCyrKFCiBCyUhGRK4H/P3vvHSbHdV55n1tVnSfPYAbAIEcSBBhBgllNUpIlWbYkB1leey2v5JX3k9ZJTvKuN9retXa9n9OuZdPWZ0m217IsK1mBYgCHEYEEiZwxSJNz6OlYVff749at1FXVDWAAzAze3/PwwUzPnarb1Q1w6sw558W/BvAAgLsAvJ8xtgnAZwC8wDnfDOAF63NADADZbP33CQCfu+GbJgiCIBYFU/kyPv2VQ/jWoYGqr/VNFrC2PYMH1rfhjQsTnq9VDBOa6hWEljXEMZEv2zEsP9IVlIqpgR1CslR6dLaE2WJ07MrN944M4stvXK57vRs5LS2qVHq6oKMp6Z0CtqEjU+VkklPGgPAeISmYtWfEiPtljQlcmsjjP3/rGC5P3DhnlB8ShAiCWNTYghApQgRBLD1uB7CPc57nnOsAXgLwIwA+AOCL1povAvig9fEHAHyJC/YCaJETYQmCIAjCzUxBOHbKerWI0z9VQHdLCps6G3BhLA/u+kHbMLmnUBoAOhoT4Dx8ypYUgbZ3N2F8ruQRjjjnmM5XsK49DQCR0bOxXMnjxhmfK6NYMWo91UAq1h6GZ4pVPUmSGV9kDAC6W1IYmC54rsnYbAmpmAogvEdICkKyULqjIYF95yfwhdcv4NWzY1f1HOaDujqECIIgFioyMhb8+wiCIIhFzVEAv8cYawdQAPA+AG8C6HJNcB0C0GV93A3A/avSPusxj9+fMfYJCAcRurq60NPTc102n8vlrtuxbyXoOs4vdD3nH7qm88+NuKYXZ4SQcubcOfS4/tfBOceF0TxWJwqoQEGupONbz/agOSFEoEt9JRi64dnf8JAQl5558TWsaVKrzrVnQHy9lc+Cc+Cfn+tBa1J4U0oGR9kwsTxewgUA33n5DYytCJYp/uDNIjjn+PX7UwCAC0MFVAyO53e/WCVS+fFf03PnhXhVMTi+/VwPmhLV3z+RK2BmfAg9PZP2YwN9ZXAOvPBij33O/ok8ulIMFyrAK/vfQv5i9f4PDItrcPHkEfQMqtBdEbtjJ06hJ98buf/rBQlCBEEsasgYRBDEUoVzfoIx9lkAzwKYA3AQgOFbwxljV/RPIef8aQBPA8DOnTt5Npudl/366enpwfU69q0EXcf5ha7n/EPXdP65Edd0z7lx4PW9WLVmHbLZLfbj0/kKit9/Fru2b8amzgb83Yk3sHLrXbjfKpb+7tghZGbGPPtLn5/A/zm4B+tvvxOPbV5Wda5TL50DDp/E+x7cjmcvHsSGO+7FXatbAACD0wXgud14931b8db3TqLcuBLZ7LbAPf/7vbvBObfPXXrteQAl3P/Qo1VOHj/+a7q3cBI4dw4AsGH7vdje3exZb5gchWe+izs2r/dcn1PsHHDmJB5+9DGk4xpMkyP37Pfw1B0rcOGtfqxcvwXZB9ZUnb9v70Xg7aN4T/YRLG9O4rBxBq/0nwbnwNr1G5F9fEPk/q8XFBkjCGJRYzuESBkiCGIJwjn/POf8Ps754wAmAZwGMCyjYNafI9byfgCrXd++ynqMIAiCIDzkrJJnf+/PZWvC2KrWFNZ3ZADAU6KsB5RKdzSIXpywYunhmRLScRUblmWsz53eHtkftLw5icc2d+CZo0OeOJZ9XsPE0EwRw7MicsY5x4TV11MoX3lszDCd5x00ej5fFtcnE/d6aGLWBLGKLvY4mS/DMDm2dDXanwdhdwhZ1+pjj67HNz/1CACgHNK9dCMgQYggiEUNt6eMkSJEEMTSgzHWaf25BqI/6P8C+BaAj1pLPgrgm9bH3wLwM9a0sQcBTLuiZQRBEARhI8ubdd9vVfunCgCA7pY0ultS0BSGCy5BKKxDCBBj1YMYni1ieVMSXU1J63PXVC6rc6c5FcN7d6xA/1QBh/qmA45RgmFyGCbHyGwJMwXd3rsUb8L49D8cxMt93m6fiuE876DR87r1dX+BdkwTEooUceTo+FWtKaRiamip9HiujJZ0zBaUGhIatq8UrqSgHqcbBQlCBEEsakgHIghiifNPjLHjAP4ZwKc451MAfh/AuxhjZwC80/ocAL4LoBfAWQB/CeCTN367BEEQxGJgtihElIrPndI3KQShVa0paKqCNW1pr0PI4NBUr4zQmNAQ15RAh9BYroS958axriOD9kwcjAGjAQ6h5lQM77q9C5rC8L0j1b/L6Lf2BYiY2dicc6685RA6NjCNX/3KIXuCmNiviW8dGsDpSe/zNEyOpqQGTWEYmCrAjxSb/M81IR1C1nWTIlhHQwJtmTgm5oJLpSfzZbSm457HFIUhprKb6hCiDiGCIBY18t97KpUmCGIpwjl/LOCxcQBPBTzOAXzqRuyLIAiCWNzIyJjhcwgNTReQ0BS0pEUnz7qOjC8yZlY5hBhjWNaQsN0yEs45PvNPRzBb0vEb79kKTVWQ0BQUXY6YaZdDqDkdw0Mb2/HiqRH81vtu9xzLLdoMTBU9dREFa9LYq2fG8E9v9eGX37kZq9vE1LLB6SJ0k1c5oXTTRCKmYkVzCicHZ6quj25FymKK3yEkPpeC0LglTHU0xNGSjmEqJDJWMUzE1Wo/TlxVyCFEEARxtZh2ZOwmb4QgCIIgCIIgFgkzVmTMHZ0CgIm5iuXkEcLHuvYMLo47o+cNk1fFqAAhiIzlvGLI+bE5PH9iGL/01GbctrwJgOjgcQsg0iEkBaitXY24NJGvqoPo9whCBYy7xCfZISSFoRFXJO3yhOhE8msuuiGib9u7m3F0IEAQMoIdQjGfQ0g+l4SmCodQiCAknFXV1y2ukSBEEARx1cj/V5AgRBAEQRAEQRD1ISNj/lLpyXwZbQ1OtGl9RxqFimGLLBWDQ1WqZYSOhoRHpAGAi+NCjHlwQ5v9WFxVPDG1qUIZqsLQkBDhpVWtKRQrZpW41DdZQHsmjoaEhsHpoufreZ8gNDrrRNIuWYKQT/eCbglb27ubMDpb8hRdi+dpOYT8HUKWIFSyRJyKq2uoNR0P7RCqmNVRO4AEIYIgiGvCLpW+yfsgCIIgCIIgiMVCTgpCvijV+Jy366bZ+liWUAeVSgNAOqHZgoxETixb3Zq2H4upiu2+AYRDqDkVsx1Jq6y1fdb3SvqnCuhuTWFlS9JyCDnCS6Einot0CrkdQpfCHEImh6Yo9rj5o/3eImsZpfNPVIvbDiFuHUcKRwq6mhIYnC4GCjxGQNQOsAQhmjJGEARxdXDfnwRBEARBEARBRDNrR8Z8DqG5MtoyjiAUr3LEBAsbMZVVHevyRB4JTcEyawoZIDp4PA6hvBCEJLL7p2/SW/Q8MFXAyuYUVjSnMDBdwERAqbQUhNxuH0cQ8nUIWc9j24omMAYc8QlCtvNHiY6MyXUxRcF9a9tQ0k0c7puCn4oRLKRRhxBBEMQ1QB1CBEEQBEEQBFEfpiWMOJEx7w/RfkEoEfMKQmEdQnFVQUX3HuvyRAGrWlO2+wewOoQMb4eQWxDqbk2J73U5hDjn6J+UDqEUBqeKGJsro6NBCE1VHUIz1R1C/siYiL4xZBIaNnRkcLTf2yPkOH/8kTGrVNolkAEiMvbAehGN23d+our66IZpi0ne45FDiCAI4qqRYj/pQQRBEARBEAQRzORcGR/+iz24/T8+g9/59nF7ypgUPgBRkDxb0tHmiowlNEsQqpjW+uAOoZivGwgQ7hzp+JH4O4T8glBDQkNrOuZxCE3mKyhUDHS3pLCyOYnxuTIGpgpY3SbEI+kQKgaUSodFxgzTEWi2dzfjSP+U5+uVsFJp63pIEUc3nMhYWyaOrV2N2Ns7XnV99BAhLUEdQgRBEFcPJ4cQQRAEQRAEQUSyp3cc+89PIK4pePPipOMQckWpJq0JWa1uh5CmAgBKumGtN6tGsQPBTpfLk3lPf5Bc555sli8bSMdVz5rVbWmPIDTjmkS2pl0c71j/DLoak4irSlWptBSEZooVTFpj7QM7hCyB5u7VLRieKXlG20uhxx/z8ncI2ZEx61i7NrThwMXJKnFMD4uMkSBEEARx9XByCBEEQRAEQRBEJMcHZqAqDO+8vQt9E3l77Lw7MjZhTchqz1Q7hKRooVtRKz/+bqDpfAWzRR1r2vyCkHddUJRqVWvKUyrtLm5+z/bluG9tK8qGifaGOFJxFYWyt1RaThm7ZE05i6kMOvd3CDkCzb1rWgEAb12atL8uS6X9Io6/Q0g3TagKs2Nxu9a3I182qkqqddOs6iMCqFSaIAjimpAdQiYpQgRBEARBEMQtytff7sOH/uw1jPlGv0uOD85g07IGbOpswPhc2XYIucUZOTK9NUAQqqtDyCUu2RPGrFiXRPOVKFeM6uOtahUOIdl35HbhJDQVf/7T9+G25Y24Z00r0nHVdgYVrFjbWK6MimHi3GgOALChowF+zcUt0Gxb2YRkTMFbF6ecfZkhkTHZIeQqlXb3DN2zpgUAcGzA10kU8DwBKpUmCIK4JigqRhAEQRAEQdzKcM7xp7vP4u1LU/jk374VKDAcG5jGHSubsKrVK9C4I2PjliDUFhgZczqEgpwuMVWBYXLbWSPLnFe1RncIVQzTjmFJVremUNZNW9zSfRO/ljUm8MwvP44fu28VUnG1qkMIAMZyJRwfnEFcVXDbikZUIiJjMVXBnd0tHoeQ0w0U7BAqu0qlY67rsaI5icaEhtPDs57vq0SNnSdBiCAI4uoghxBBEARBEARxK/PWpSn0js7hnbd3Yf+FCXzj7X7P18dyJQzPlLBtZVNVhEt3O4Rkh1A6aMqY0yEUPHbeG6VyHEJBkTHnB/egsuUVzUK0GpgW0a+ya5KXn3RcdaaMlQ077jYyU8LxgRls7mpAOq5Vdwj5On3uWduCYwPTtqgk9+iPx0nHlPy63/nDGMPmroYqQcgweJXbCADimlrVN3QjIUGIIIhFjTNljBQhgiAIgiCI68XEXBn/36vn7YEexMLhH9+8jFRMxR/+xF3obEzglbNjnq8ft+JL21Y2VQk0lYAOoda0M/WraspYWIeQL0o1ma8gpjLPBDGxrtoh5HccyZJpKc5I0crvJAKAVEz1lEqvtUqnh2eKOD4wgztWNiGuMhj+DiHftLT71rSiYnAcG5i2vu70Fvn3DwBlXQpH1R1IW7oacXo453msYvIqt5E4HrPdVzcDEoQIgljkUKs0QRAEQRDE9eYbb/fjv377OAYt1waxcHj+xAjeta0LjckYHt7Yjj3nxjzC3fFBSxBa0YT2TBypmBBc0nHVM3Z+Yq6M5lTM42SRkTF7zLoZ5nTxTd/Sq4USQIxtL/sjY1rwaPeK65xAdZ8PAKTiGvIVtyCUAQAc6pvC+FwZ21Y0IaYqAQ4h0yPQdFtRulFrQlloqbT/eRq86nlu7mrExFzZ0+ekBwhfgDV2nhxCBEEQV4d0CN28f0YJgiAIgiCWPnIM+M2MtxDVVAwT43MlrO8QQsjDmzowlivjzIjjULk4PoeOhjha0nEwxuyi59Z03NMhNDFX9vQHAY7QIx1Chhk8Pt0fGQtyzgDVHUJB49jjAT09QEhkLCamjBkmR1k3saYtjTVtafx/r14AANzR3YyYVi0IGabX6eQvz3aKrINLpcuuKWP+fW3tagQAT2xMN4OdVVQqTRAEcQ3YY+fJIUQQBEEQBHHd6J8SnTA6FTcuKCbmyuBcFC0DwMMb2wEAr7liY2Wd204fAFhtFT23ZmKesfOT+WpBSFUYNIXZHUIVo1oAAarLlssBzhmxjqGii3NyzgMdR1Wj3aU4E+CwSVul0nLSWCah4td/YKv9+W3LG0XhNYfHNVUxvYKV7YSS5dkhIpTcQ5TwtaWrAQBwesglCBnBkbFFUSrNGGthjH2VMXaSMXaCMfYQY6yNMfYcY+yM9WertZYxxv6EMXaWMXaYMXbv9X0KBEHcyshSafrRhCAIgiAI4vohHUJuAYG4+ciIkxSEVrUKh8ze3nF7jV/EkT1Crem4p1R6PFf2FEpLEpriHTtfR4eQbpiIhwhH/ihYzO8QqnLrhDuEUnEVxYphF0unYiref+cK3LW6BZs7G9CYjNn7cPclGb4upKpzmsGl0oolkLnHzvuvx7LGBFrSMZxy9QgJJ1Fw1G4xRMb+GMAznPPbANwF4ASAzwB4gXO+GcAL1ucA8F4Am63/PgHgc/O6Y4IgCBe2IEQ/mxAEQRAEQVw3+qcsQcikyNhCwi8IAcCq1hTGc2X7c/9ksLtWN6M5FcOyhoQtfADAVL7iKZSWJGKqa8qYt4xZElf93Tqm3bfjxi0IyT/962R8q+wTZ4IcR9IhJAuokzEVjDF84Wfvxxc+9oDYm6+TSB7T7djxn9MeOx/wXMVz4PY6/74YY+huSWFkRvRtcc5F11BgZEyFYXK7s+hGU1MQYow1A3gcwOcBgHNe5pxPAfgAgC9ay74I4IPWxx8A8CUu2AughTG2Yp73TRAE4YH0IIIgCIIgiOtDrqRjKl8BQA6hhcaoVVy8rMERhKoneXnjWx+8uxv7/t1TyCQ0j0OoqBtIxZ1omSThijX5y5jd5xTnCnfOAEKccRcyAwHFzT5xyRZnghxCMRWFimFPGkvHNQBAayaO7pZU4N6A6g4hv0PILpUOmQxWdnUNBe3LXRYttZ5AIS1ArLqRaHWsWQ9gFMBfM8buAnAAwC8B6OKcD1prhgB0WR93A7js+v4+67FB12NgjH0CwkGErq4u9PT0XOVTiCaXy123Y99K0HWcX+h6zh/HBnQAwilE13T+offq/ELXkyCIG8XAVAGt6XjgzR1BXCn9VlwMIIfQQiPIIRRTFZRdwp3fxcIYQzKmQlOZR+DTQ3p/4lZkzDQ5TF4dowIcl48UQcohpdIxlXliZXK//vMBzmh3ucewKWOci/4j8Xmwo8e9N6B63H11kXW4K0mIWo7LKSwKVk/kTYpJJd1EMnbj/72uRxDSANwL4Bc45/sYY38MJx4GAOCcc8bYFUnFnPOnATwNADt37uTZbPZKvr1uenp6cL2OfStB13F+oes5f4wf6AMOHwLA6JpeB+i9Or/Q9SQI4kbxI3/2On7ygTX4pXduvtlbIZYAfZN5+2NyCC0sRmdLaExoHjEhrjGP40QUN4f0+bgEvnJIYXRCU1CqmDB4sKNHHMvq6XGJIP5x8vKcuslhmrzmJC/bSWTK+FbAlDFL9J6YE4JQkKjij7MB1V1ImqpAVRjKhhShxDkDxS9fD1IyFiQIqZguVOw17uflxh9Vu9HU0yHUB6CPc77P+vyrEALRsIyCWX+OWF/vB7Da9f2rrMcIgiDmHfnPOnUIEQSxFGGM/Qpj7Bhj7Chj7O8ZY0nG2HrG2D5rgMc/MMbi1tqE9flZ6+vrbvL2iZvI+FwJ43Olm70NYokg+4MAmjK20BjNlTzuIKA6MlbWzcAuHE1hnu6aimHa4ombhCY6hKKcOn7RJcxtZMe3TDPUORP3uY2kyBTsEBIC0LglCKUCBKGY5hWr5P78x4urQvgS+4sSv9yxN6/TyH2sqollEZGxm1UsXVMQ4pwPAbjMGNtqPfQUgOMAvgXgo9ZjHwXwTevjbwH4GWva2IMApl3RMoIgiHmFpowRBLFUYYx1A/hFADs559sBqAA+AuCzAP6Qc74JwCSAj1vf8nEAk9bjf2itI25BZIHpzRxlTCx+hqaLeN0aXd43SYLQQmVstoSOIEFI9zqEpCjiRrOEDc5FqTHnwREp2Ycj44JhIgngxKPKhhncIeQSjsKcM3KNjFxFOWxsh1BORsYCBKGADiF/0TYAJGJO749u7Z+xejqEAq5ZTHEibxF9RPFF4BACgF8A8HeMscMA7gbw3wD8PoB3McbOAHin9TkAfBdAL4CzAP4SwCfnc8MEQRBuOAlCBEEsbTQAKcaYBiAN0cn4JIRjG6ge7CEHfnwVwFMs6CdZYskjf3N9M0cZE4ufL7x+AT/712+gYpjeDiF6X90U/us/H8dfv3a+6vEwh5C/QyjInSIFEcPkkT03iZhwzkiHUFiMCnC5ekIiY5orWlYJ6RBijHm6hqL6fJzImHBEBjqEfHuTXUhVziSXQ8gIidkBIg7mFo4Co2CqW1ySbqMgJ5HY780ShOrpEALn/CCAnQFfeipgLQfwqWvbFkEQRH3IqBhFxgiCWGpwzvsZY38A4BKAAoBnIYZ7THHOdWuZHN4BuAZ7cM51xtg0gHYAY+7j0mCPxcXVXMeiLv6n2DcwRK+BD3pf1s/p3hLKhol/eqYHRy+W0BRnmClzHDx8BOrwCXsdXdP5J+iafu3NPDrTDOsrFz2PD07OYWO65Fk/MlRCoaTbj01OF8BKrOqYly4KV83unpcg9YhL58+jB32edbPTRcyUOF5+9TUAwPlzZ9Hj28dAThzg0OGjSIyexMRUAWai+pznL4lenZdeeRXTZfFv1akTx9EwcdqzTgVH7/mL6OkZwplzYp+vvfJylRh1aly4cE6eF3t++419OJ/0Ci8nR8X/MvfufxOjLart2Ll08QJ6egbsdVwv49LAAHp6JnD+YgkwzcD3djFfwHBlDj09PZjJ5TGhFKrWjY2WMDtnoKenB6N5cW3OnTmFnkKvZ93pEbG3Pfv2Y7B5YZZKEwRBLFika5lDuIXol+EEQSwVGGOtEK6f9QCmAPwjgPdc63FpsMfi4mqu41S+DDz/HFraOpDNBv1O99aF3pf18+3RQ8DlPrSt24bhvW/j/nXteOXMGG67/Q5k71xhr7uSa/rM0SHEVIanbu+qvfgWxn9NDZNj9tnvIW3GPY8XKwYKzzyDu2/biGx2k/34q7nj2DN0yV6beOslLF/WgGz2Ps95zii9wOkTeOiRR4UL54XncPvWzcg+vM6z7suXD6A4lsOuB3cBL76A22/biuwDazxrLo7PAa/2YPNttyF7zyqkDr6M5e3pqn+DRt64DBw/jJ27HsR4rgy8/hruvnMHsr73RPLlZ9G1ciWy2e14q3wKOHMWTz6RrfpZv71vGp9941Ug1QxgAk9mH0NTMuZZo50ZAw7sw4677sED69uQL+vAs9/Hlk0bkX3HRntd04EetLU3IZu9F7unjyI5OhD43v7fJ15HIqYgm30Q2t7d6F7Zhmz2bs+a3dNHcXhCfP+FsTng5R7cse12ZO9d5VnHTo8Cb+3HjrvvxX1rW6vOdb2pNzJGEASxIOGusBi5hAiCWGK8E8B5zvko57wC4GsAHgHQYkXIAO/wDnuwh/X1ZgDjN3bLxELAHdkgiKulWBHOi5fPjKJYMbFtZROAaxs7/0fPn8af7j47L/u7lZjMl2GYHEMzRU+0yB453+CNjLnHogOyQyg8vqUbdUTGXBGvyMiYXmPsvCx4dp0zcLS7q5S5YnLE1OA+n1WtKQDA6eFZAGGRMXlObyeRv0MobpVny/0FRbzkfiuWE1M3gwu7E5qrVFp2L0WUcS/0DiGCIIgFibvXkPQggiCWGJcAPMgYS1tdQHKwx4sAfsxa4x/sIQd+/BiA3ZyTVH4rQh1CxHxQtLpUnj02DADYtsIShK5h7PzwTNEWMYj6GZkR18zkouxbMpazBKHAKWPc7tqsGGbgyHbNNfFLChKhpdK6aU8kC+rMcXp6XOeMmjJmmPa/VUEiVMw3pSvoWADQmomjORXDZL4CTWEhIpS3Q8jp9PGVSmuKXWRtmMHdQPJ47mOFlUW7i6cBBL4GcUsgW7BTxgiCIBYy7nsdk+57CIJYQnDO90GUQ78F4AjEz21PA/hNAJ9mjJ2F6Aj6vPUtnwfQbj3+aQCfueGbJhYEcroQTRkjrgXplBixBJzbLUHIuMopYyXdwGS+gpHZIkirvjJGc46Idnkyb388mRfdOq2ZuGe9LHN2j4APFF1cpdLSNRM+dt6016ghY9YB59+fis6jhSPdmVoWNdlMPo+giWWSdR0ZAMETxoL2Js+r+sfOuwShsGsmjsc809SCHU6iq8gwuSNAhawDFnipNEEQxELF/fMECUIEQSw1OOf/CcB/8j3cC+CBgLVFAD9+I/ZFLGycGxX6/yJx9chpSwDQ3ZJCS0r0slSuMjImXS4Vg2MyX0GbT8QgwnG7qvpcglBZDxZx3BGpuKaIEesBYoR8rFZkLK4pKFUMR8AJioxp/lhWmFDiOITCnDrynO7IVZhDCADWt6dx6PJUYFwMcLuSHIEs6HkkNAWzRVHyXDFrRMZcDqEg4cs9Tt6OjIU8T7nuZkAOIYIgFjVuEYj0IIIgCIJwogfkECKuhaLlEAKALV0Ndm+M3yH05ZNl/N99l2oeb2jGiToNuz4maiMFIcaAvsmC/bjjsPEKDVV9PnpIZExxRJxakbGSXt/Y+Yrr35/oyBi3/60KW2ePndfD3TpAbYeQv0PIMIOfR8LjEDJDXUkykgcgVGxLeASh8Gic4+YiQYggCOKK8XQIkSBEEARBEE6HkOuGniCulGLFsG+kt3Q1On0zPufZG0M6/vnQQNX3+3F334xQj9AVMTpbQiauorslhcsTjkMoLIrkF2d0kweKLnapdB2RMd3ktlgSJGxI8cTpEOK22OHdmyyydgSmQCeROzJmmqFuHQBYLwWhEIdQ3NchFFZmndBU+9/NisEDhR75fWXdBOccFSP42spzlgzDcV8FRe3IIUQQBHH1UIcQQRAEQXhxd1sQxNVSrJh2kfQd3c32Db/ue1+VDY5LLpEijGFyCF01I7NFdDYlsao15XEIlY3gKJI9ucpTfBwgCCnugucIh1BMPFYoG57vc8MYQ9zt6glx2LgLnp3pW0GOI+YqlQ4WlyRSEEqGCUI+gSzMIeQWoaJKpeMas/YfVRZtCUIVt/AVsE6VwhEJQgRBEFcMdQgRBEEQhBd3qStxa/Mr/3AQ/+EbR6/qe4sVA7evaMK3f+FRvH/HCo+bxE3JAAanCzUdDkPTRfvmd4QEoStidLaEZQ0JrGpNeyNjltDgF0vco90556iEiBsx99j5CPePjD/NlUW/TniUiqFiOWfCXElxd2TMOmeQKymuqbbbSDfD41uAKzJWq0PIP/VLrRbSZHeWbvLAaJw8nqcDKSoyZpihAhRADiGCIIhrwtMhdBP3QRAEQRALhTI5hAiLQ5encGZk9qq+t1gxkIyp2N7dDEVhiClOAbHENDnKpojwD0wVwg4FABieLWFFSxLNqdh1j4xdGJvD/3nx7JKZZjaaK2FZYwKrWlMYni3aE+DCyordkTHD5OA82NVjl0qbJipmdHwLAOZKQhAKFUo0xTNOPjgy5iqVjurWUb1j28PiWwDQlIyhPRMP7xDyTV0zQqalJWKKJ1YWiyqV1k1XB1K4iFbWo91XtpuLBCGCIIgrx/2/eU4/9xIEQRCEq0OI/sd4qzOaK1V1/tRLUTftqBAAKAoDYyJKIylUnJ6qWrGx4ekiupqS6GpKXPfI2DPHhvA/v3/KM659MXJ6eBbfOzIoHEKNCTQlY+AcyJecnhsgvEPIXWgsXUOedUq1QyisQwgA5mRkLKpbxzWxLMqVJBw2Ud06zBM/C4tvSX5q1xq8a1tXyL5kv5HTSSSeR4RDKGrsvCZKpfUooecKS6Vp7DxBEMRVYFKHEEEQBEF4oA4hAgBKuoHZon5V04tMU8R5kprXcRFTFNtJAgD5siMIXawhCA3NFHH36hYkNAXDM9dXqJE36oNTRXQ2JuflmLtPDmMsV8aHd66el+PVw5/uPotvHx4A58CyxkRVObIeIry4O3NscSZAdJFOH92MHjsv3S6FGpEx2SEUVaLsFqtkJCwwMuZyCOkhxc1uPv3uraFfi7m6kgDHIeS/Jh6HkMmRjhS+TJcgF+RwEn93Srr7elSvUxUGVWFX9fd0PiCHEEEQixq3BkRyEEEQBEF4xz4vlcgMceWM58oArs55IKdJuR1CgLh5dY+dL7gEocsRghDnHEMzRSxvTmJZY8Ieo369kDfqg9Pz50T6q1fO4/999vS8Ha8ezgzP2j/regQh3XHOANXCi3u0ux4hWmhu4SgiMiYFoZzlTArv1hHChh2lioyMOQ6b4FJpxfM8ozqEaqEoDCqDx3EU9DziqgrDFPsyInqL4tZ+pUOulkNI/p0Jm5QWV5WbJuCTIEQQxKKGpowRBEEQhBe3AHC1cSFi8TNmxaWuxnkgO2r8DiFN9ToZ8hXd/vjSeLggNJWvoKybVmQsiZHZIkzz+r035Q344HR0r9GVMDRTxNBM0e7RCeP1c2MYn4eommFy9I7NYUtXAwBgXXvGU1QMhJcju2NZTjwqagR8jciYVdact557mFvHX7YcrxUZqxGlku+1sILqK0FV4HEcufcikQJo2XoO4eXZYl2+LK9HRIeQYUSKcoA13Yw6hAiCIK4c988SJAgRBEEQhFcEulkxBOLmIx1CVyMKFq0eFf8Yb83nEJKRsZjKIjuEzo7mAACrW1PoakygYnBbsLoeSBFkvhxCnHMMWce6MD4Xuq6sm/iZz+/H0y/3XvM5+yfF5LaPPbIer33mSdy/rrWqgFhO32LMJwi5hKNKhDgjHSu6aUZGxuR5ZYdQ1PStsu7uEAoQoTSXKykizuYWSSqGGSqm1IvGgkqlg6N2sgg6SvgCHIdccAeS61hm+PWQa0skCBEEQVw5nsgY6UEEQRAE4RGBqFj61mX0GhxCRSsKk/RFxjRV8QhM8oZ4U2cjLk/kQyOKr5wehcKAXRvacf/6NgDAtw8PVq37zuFBvON/vmif/2ox5jkyNlvSbfHr/Fi4IDQyW4RucpyzBLBr4eyomA63qbMB3S0pMMaqImNhxcd2h5AeXdzsuHWiRRzpnMnXGjuveTuEIqdqWetUhUEJGseuKh4nVFjcql40BZ4JYkH7k9e3ZBVBh4lQUtRyC6JV+3cdK2rsPODtS7rRkCBEEMSixjN2ngQhgiAIgvAKQuQQumW5lg6hooyMBTqEXJEx64b43jUtmC3pePXsWODxXj4zhrtXt6A5FcMdK5tx9+oW/N2+i1UC0qtnx3BxPI+zI9GCygsnhtFzaiT06zKKNDg1P5GxYZew1DsaLgjJ6Wm9EaJRvchrsKmzwX7MXypdMXigu8bd0xNVfOwZOx9R8Jywx87LKWPh3ToVw0RZD45kefam88hYVlwTghDnotMnHjAl7UrQFGbH4sIEGveoeD1ChJJuKycyFi58iVLp4BJre61GHUIEQRBXBXUIEQRBEISXMjmEljyH+6bw779+JLI0XEayruZG04mM+R1CzO5DAZwb4n+xaw26W1L47989WdUNNJUv43DfFB7bvMx+7KcfXItzo3PY0zvuWXt2RLhiTg3NRu7vD549jT98LrzgWZ/nyJj7OFEOITk97dJ43nbmXC3nRubQ0RBHSzpuP+aPjIVFqeKuWJYeEVfS3GPnI6eMWWPnS9IhFN0hFOUQUhUGhcnIWHg3UExVwLkQ93Tz2h1CnlJpM1iw8jqEwkul5Z4dgSzcVVV2u7RChTQFZf3aXHFXCwlCBEEsatw/cpAgRBAEQRDiN+8ScggtTV48OYq/23cJM8XwguPx+YiM+UulFcV23wBOZKwlHcev/8BWHB+cwT8fHvB8z+vnxmFy4PEtHfZj779zBQBgb++E/RjnHKeHhSvm1HC0IDQ4XUB/hPtHilZDM0VP59HVMmQ5f9a0pSPdP7JnSDc5+iavzZ10djSHjcsaPI9VRcZMM7IsumyY9r8HQeKGFCjcY+ejpozZkbGwKJWqoGzwSBFKPi6FoyAXEeAVtealQ0hxdwjJKWO+sfOaHBVvhMbx5P4BIC+njAVc24Q1dr6sR5dnA7JA++bcx5AgRBDEooYiYwRBEAThhTqElj7yxjwXMfFq7JpKpcWNbiIgMqYHRMbSMRU/fNdKbFyWwdMv93qcS4f7phFTGe5a1WI/loypiKnM8/4cy5UxXagAAE5GOIQKZQNT+QrGcmXP2Hs38gbcMOenvFoKPQ9uaMP50VyoM0tGxgCgd+zaeoTOjeY8cTHA62ABxGsbFPGyO4RcU8aCRsDbpdKu8unAiVkxb6l0lHOmorsjY9Fj1sMELfdzsAuer7lDiFVNZ/M/D3dkrJ5SaXvqWsC1dcf77CljUZEx6hAiCIK4cty/9CFBiCAIgiBIELoVmLMEodliJXSNFEIMk1+xSyYsMqYqzFsqbQlHqbgKRWH4ucc24NjAjMf5U6wYSMXUqhv/mKp4YlVnrLjY8qYkTg3NhO7NPUo+zCXkPu5AhJPo7EiurgLooZki2jJx3La8CTNFHeNz5dB1TUkNQHTXUC1MzjGVr6CjIeF53F3IDIjnGeQ6cXp6HDEiuGvIWyodU6snlgGO20UKIKHlyBrzRcbCS5l1q98oyF0j18jnGuXWqRfhEPJ2CPmPWVUqHfE8AUcQDVpnH6sihC/GqFSaIAhi3nGLQBQZIwiCIAhvTIzGzi9N8lZ3SS4iMiYdQsCVvw9KVp9JwhcZi6mKb+y8DgbHWfGhe7rRnonjC6+f95w7HuCgkLEhiSxRft+OFRieKWEqHyy6uPt8+iaDR927Y20vnhzBwctTgZPL3vn/voSn/tdLVb1Hfoani+hqSmLr8kYAwJsXJgLXDU0XsXV5I1rSsciuoVpIzc1/3fyRsUqIaOEVU8L7a7yl0maog8XvEKonCha9zhGOgtw1AJCocwR8vWiuDqGwyWueUmmTQw3t/BF/L6QgGtaVJFxJRmj5t+QDd6/ED9+98gqf0fxAghBBEIsaKpUmCIIgCC/kEFr6SGfCbEhkzDQ5JuZKtsMnTBAay5XwwonhqsdLkQ4hb2QsocJ2lSRjKnZtaMM5lzsm7GY+pjKUXW6jM8M5NCY1u2soLDbmFoTCHUIcK5uTiKkMf7L7LD74f17Dvb/zXOj6sOlo7nMub0pg1/o2LGtM4KsH+gLXjcyW0NWUxPqODF47O4ZP/8NBu8spDN0w7aic/Zh1iRMhgpBdjqyHX1uxjocWKAOOs0VOIwvt85ERqXK0Q0gIQs5ksyjhyHb+hDqErB4kS5wJ21u9aIrTr2Z3+igRDqGImJrciyzZDo3GWVGwMCeX5CMPrMFPP7j2Cp7N/FGXIMQYu8AYO8IYO8gYe9N6rI0x9hxj7Iz1Z6v1OGOM/Qlj7Cxj7DBj7N7r+QQIgri14SEfEwRBEMStirtUukQOoSWJExkLFoQm82WYHFjZnAIQ3COUL+v4mc/vx8996c2q6FnY2PmYyjwOoULZQMI3Djwd1+xokTx3sGhRHRnb3NmAbSuaAAD7eoNdOHKUvKqw0OJm3TTRko7jhU9n8fVPPoz//EPbkC8bONI37Vm32ero+du9FwOPIxmeKWJ5cwqaquBH7u3Gi6dGMTLrnWDGOcfQdBHLm5K4bXkjLozn8bW3+/Hc8WrBTa4HgD954Qwe/exuXBp33E5SEPJfN/+UMd0MjlJJIaOsm/ao9bDXAHCmjAU5uQBAURgak1po9477eGWXQyhsVHzcFo7CnT/ShVMxrPH01+gQUl0dQnanj+/aSUdcsWLA5BHl2dZ1kh1WUWXRttso5JrdbK7kqj7BOb+bc77T+vwzAF7gnG8G8IL1OQC8F8Bm679PAPjcfG2WIAjCj9viGzV6lSAIYrHBGNtq/TJO/jfDGPtl+qUcUQu3g6NCDqEliXQIhUXGJvNC4OlsEh00QU6x//jNYzg+OAPOnXHpEnvKWFWptOIbOy8cQm7ScdWevgSI2FKgO0X1uo2GZ0pY2ZJCZ1MS79iyDF/cc8F2YLgZmC6iPRPHypYk+kMFIeEoWdOexj1rWvEj960CAFwY98a4ZF3O8yeGcWpoFhXDxIxPHCvpBsbnyljelAQA/Ph9q2GYHN982ztNbaaoo1AxsLw5iV//gdvw9U8+jKakhkM+EQoA/vnQAB787y/g1NAsvn6wH7NFHb/ylYO2QCYdLDUjYyGCimLFldxj54PiYFKjqBUZA4B71rQCEMJKUM8QAMRVf4dQRLTMdv6Eu2sA8VzLhhnaNVQvnsiY7RAKvr7SCRVVii3WySlj4evkCPtrjbxdL65lVx8A8EXr4y8C+KDr8S9xwV4ALYyxFddwHoIgiFDcke95mCpKEASxYOCcn7J+GXc3gPsA5AF8HfRLOaIG7g4hGju/NJFCSa4UXCotO4AakzEA1ZEx0+R45ugQNnRkAKDK7WKXSvsECU2tnjKWUIMcQo4gFB5rUuw4EyBu/OUN+S8+tRkTc2X83b5q587gdAErWpJY1ZIO7xAyvI6MpmQM7Zk4Lvh6fXSD4+GN7WjLxPELf/8W3vvHr+AH/+QVjwtKim7NKVEWvamzAWvb0zjUN+U5lpww1tmURFsmjnvWtOLOVS047Ft3pG8av/aPhzA8U8Kvf/UQLk8U8PiWZThwcRIvnBwR+wpzCLm6geT+w2NNss8nPDLGGENMZdBN4cKJhTh6AOD+tUIQiiool0KPfL+FuXpirvLp8NHu4nHZ03OtDiF3qXRYr5KM6M2Vak9TAxynXth1S8RkZCw8Gnez0epcxwE8yxjjAP6Cc/40gC7O+aD19SEAXdbH3QAuu763z3ps0PUYGGOfgPhhBV1dXejp6bmqJ1CLXC533Y59K0HXcX6h6zl/XO5zfqO1f/8bGGhcmOr7YoXeq/MLXU/iGngKwDnO+UXG2AcAZK3HvwigB8BvwvVLOQB7GWMtjLEVrp/XiFuEimEiGVNQrJjUIbREsTuEQhxCUgTIxIV9xy8M9k8VkCvp+In7V6P31fMYna12CGkKq7oJF2Pn3VPG9ECHkIwNSVEiKIoUt8QDZ8+m7by4b20rHt3UgT9/qRc/+cAaW9gCRHHzqtY0WtIxvHJmNPD5B40zX9eRqSp6Lhsmljcl8XOPrcfHvvCm/fzevDCBXRvarWNJt47zRFe3pqvianI0vXQSAcCOVc34y5d7UawYttvqz18+h3RcxXu2L8c3Dw5AVRh+4we24uXTo3aRtqXHVTuEVO/Y+SjniShu5o5DKGSdcH1ZLpwI0eW+da2hX7PPqfk7hIJFEE1xomWh7po63Tr1oilApVJfh1DtriRLrLKnjEU4hAzTdmwtROoVhB7lnPczxjoBPMcYO+n+IuecW2JR3Vii0tMAsHPnTp7NZq/k2+ump6cH1+vYtxJ0HecXup7zR8/MMeDiBQDAfTt34nYrd07MD/RenV/oehLXwEcA/L31Mf1S7hbiaq7j0EgRMWaiCODIsRNomzl7Xfa2GFkq78upnBAjTp67gJ6eas339KS4UZ0eF46T1/fux2XXL83eHrFcLwURe3r97eNonjpjf/3s+RI0xquu1dRkEVMF5/Gh0QI0ZnjWDV4WrqVnd7+ETIxheKyAioGqYxXyBQwZefvxQrGEkeFB9PSI7qCnlhl49WwZ/+5LL+JHt8Tt77s0NofueAF6hWF4poLvPvci0jHvzfb4RAGa4j1nslLCsXHvXufyRYyODEMZmsKv7UygLangP71ewF8+8yYK20TcbjQvBJVzZ06hp9ALAFCKJfSO6J5jvdYvnvf54weRvyiutTqlQzc5/u47PdjYIgShy4NFNGscjzRN4lsAbmtl6D36FgDgyPFT6JrrxexcHgDD6RPH0TN52vPcNAac7b2Anp4BjE8WkI6x4Pe0qePC5T4oM+I1PvDGPlxMBQgX3MCFS5cxUeQoF8zQvx8lVzdZ2JqBy2WUDRPHT4o979+zBw3xaiEknyugOAcYJhBTg493xnoPv/H2YQDAxfO96PH8L+7K4IaOmZx4v507X4bCgJdeesm7L0swOnFGTMm70HsOPcalqmONF8R7Ymh8CgCwb8/rgc+zXCxgYKiIpApUyuHX9mZSlyDEOe+3/hxhjH0dwAMAhuVvnaxI2Ii1vB/Aate3r7IeIwiCmHdMmjJGEMQShzEWB/DDAH7L/zX6pdzS52qu4+fP7UOrkcfsRB4bNm1G9qF112Vvi5Gl8r7Udz8DwEBzx3Jks3dVfT1+dgzYtw9b1q/Bi5d7cfc992HHqmb760d3nwFwGh/74Sz+7PBzaFzWjWx2m/31ZyePoGF8qOpa/UPfAcyN5pDNvgMA8PsHX0bKzHvWDe6/hL8/eQT3PfAQljcn8Wcn90BVGLLZBz3Hajv+GhoSGrLZXeKBF7+PtatXIZu9A4CwQb6dfxvPHh/Cf/mph9GWiWOupCP/zPdx37aN2LaiCd84+wZ+89UyPvfT9+HRzR32sf/o2GtoSsWQzT7gPGfzDF579jTuf+hRZBLiNlh99TmsXrUc2ewO23bZM/EmDvVN4fHH3wFFYegdzQEvv4Qdd2xD9p5uAMAxfhYv953CrocfQ8pyYQ3suwQcOYLsYw+jy3IJbZkq4H8f3A2tcyOyD68DAPzV2X3Qyjo+/L5HkFjZj02dDVjTlgZefBbrNmxE9rEN6P3mCwCKuPfuHcje1gU3yRe/j+UrVyGb3Yb/efgVdDUlkc3eX/UeyOx5Acs6O7BxTQtw9Cgee8TZl5vUK8+ha8VymFNFlLQistnHqtbYPP8d8dqE/B06ap4Bzp1G99r1wMlTeOIdj9nX2s1fnt2LYkVM32pJxz2vk6StbwrY9xrWbdoKHDyM27ZsQvaR9eF7q8FfH/0+lJiKbDaLPYUT0C5dqHoeJd0AXngGHctXAucv4vbbtiC7q3r6V6Fs4FdfegazhgagEvo82469hsZUDI1JDY36zIL8t6em74oxlmGMNcqPAbwbwFEA3wLwUWvZRwF80/r4WwB+xio2fBDANFmVCYK4Xrg1INKDCIJYorwXwFucczmqZlj2M9Iv5Yggyrpp35yUKDK25DBN7oqMhXQIWRGxdFy8D/yRsZNDs1jVmkJDQkNnYxIjAZGxhCsiJVF9kbGwUmnA6VcpG6Y9lclNTFU8kcayKzIm+eG7VqJYMXF5QnQFyX12NSaR3dqJr/6bh5CKq1VTwnTTrIrorLP6ktzF0hWDV5UVv2/HCgzPlHCkf9peI/crWdUqprf1T7kng1UXKa9oTqKjIW4fy74e1poP3N2NO1Y2e8adA8I54z+WJK4pKBvi9RfTt6JGwJvORK2QyJKmMOgGrxkZA4BPPbERD6xvC/16TPVGrmrtLXLUvR3fuh4dQtWvO+BE8nKl6LLoVFxFY0LDdKFi7S2kQ0hTUNaNyBH2N5t6dtUF4FXG2CEA+wF8h3P+DIDfB/AuxtgZAO+0PgeA7wLoBXAWwF8C+OS875ogCMLC7QoiQYggiCXKT8KJiwH0SzmiBhXDREMiuDuGWPwUXBO8cgFTuABnulwmIUd3e98Hp4ZmcdvyRgBAZ2OiqlS6VDGRiIWNivcLQtWl0oDTryK6gQJGo6tecSlohLrcg3wfSwFJunJ2rmtDdusy7Okd90yeDSrxXS8FoTGXiGNUdw1tWCbWjeVK9v7lfiVSELrs6hGSe3M/B8YYOhoStnBgX48a3UB2h1BgGTdzpozV0SFUs+DZPQK+hmjx6z9wG77y8w+Fft0uW64hqEgxUAh34WsAV3FziOhSLxpz/l4YIWPgGWOIa0rNDiEAWNaYcPYa8hwS1tj5sPMtBGpGxjjnvQCqfIic83GIgkP/4xzAp+ZldwRBEDXwThkjRYggiKWF5c5+F4Cfdz38+wC+whj7OICLAD5sPf5dAO+D+KVcHsC/uoFbJRYQFYM706V0+n/jUkPeIAPhY+elq0WKM25BqKQb6B2bw7vvEFGkrqYkTgzNeL6/pBtIhjiE3FOmCmU9QBCyHEKWWBU2Gj2mKnYptmlyGAEjyOXnFdeYdcDrdnl4Ywe+8mYfjg/OYHu3iMUFiUvr2gMcQkEilPW8S75zeh1CaQBA34QjLslr7hdx4prXCRV0PRhjSGiKPR1OCmVBzqq4VdwMWE6XCKGnXGPKGCBdX8JJFCQCXglyv4WyKCVXQkSQuOUQMnnwc5Rr5LHk87kWVIXZr2XYexIAEqqCOduVFC0I9Y7NQWGIfJ6TNZxQN5t6S6UJgiAWKNQhRBDE0oVzPgeg3fcY/VKOiEROGVMVZkdLiKWDvEEGwqeMydddOoTcgsTZkRwMk2PrcjGIY1ljAi+f9kfGxHvIj3CdiGNxzpGvGEioMc8aKQjlbYdQsGihKYrH6SKOHz1m3RZnXCLCwxvFP5GvnxuzBSHD5FXOk0xCQ2s6hoEpx9VTCYipOfEtZ//+vS1rSCCuKZ5JY0HCESBEAY8gpAeLA3FNQakip4c531u1znW8ilEdjXMfT0TGgvcl0SynVsUw0ZC8NnlAOsHmynqkgCPdSyYPjm7J/QOOC+5aI2MxRbyPdCPasRPXFORLtSebSYdQ1Br5mgZNvVsoLMxdEQRB1InpckCTHEQQBEEQTkeJ/0b0VuaZo0OYCenbWWzIOE5bJo7Z0MiYHDtf7RB66+IkAODuVS0AgM6mBGZLuh2TAeAZk+7G3SFU0k1wjoAOIXFOKQiV9WA3RlxzjhXmYpGCiPy6vc4l9nQ2JbGpswGvnR13nr9hBro7UjHV1dPDwXn1yPCEFKHkaPeAyJiiMKxqSVUJQgqrjhlJYca9Luh6JDTVFr5sQSjQIaS63Es8VGiQLpxKyIh1ScweO18tol0pToeQEemIcfcbhblw5Guft+Nn1+awkZPociU9VKQExOtvO4TqiIzVEoSkS2uhjp0nQYggiEUNd8lAnBxCBEEQBGG7HtzRkluZyxN5/Ju/PYDvHF7clVqmybG3d9x2THQ2JkIjY1JYSNtdUs77YG/vBFY0J7G6TfTgdDWKyVMjM45LqKgHC0KaJR4AjuATGhkrO5GxuBbUIeQIJTISFhYZK1fFt7zHu3t1C066Ym/CIRTswvEfyy9I+Auey/Y67966W1O4POlExsJKmaUo4F4X5PxJuB1C1ssV6BByHU83zVDhJaYqqOhc9CQpDIyFlEqrolRaD3mdrgSnQyjaIRTXFJR0MzK6ZZdKV+anVDpjGdmmCxUYphnpEJorRZdiA44gFLXG3SEUte5mQoIQQRCLGm+H0M3bB0EQBEEsFEQkRUFMVWjKGICL4+Km3R21Wox84fUL+MjTe/HCSTFwsKspiULFqCqMBhyxo8GaNicFF8459p0fx671bbZA0Nkkbmzdk8bCImOayyEkHUVxX8pITriT1ztMKBHikuX8MYNFFyl2uLtfgtal46qvpyfYOZPQ1OqenqoOIUsQqjguHKBanFndlrannwGiz6dWxEuuC3YIOUJPJaJDKKGKyVVRx5LfWzbMwD4lN5qqoGJFxq61p0d+f6FiRB6rPRPHZL6MUoh7zH2sfB3iTD1kLIfQTEEP7I6SJGOqPb0vyjHVaQmpNR1CummJcgtTelmYuyIIgqgTmjJGEARBEF4qhomYxuzfTt/qXLJu2oOEk8XC0HQR/+vZUwDEhDAA6LKEnLmA2Jh83aU4I5/7udE5jOXK2LXBqSaTN7buSWPFSnCptKYqtpBSqNchpAc7YuIac3UDSdEl2K1Tva7aSeR+rxsBY+fl8fxRsOrImHdCn9Nb5D1eWzqO6ULFdqiHxdRiQaXSAU4c0TdjWPtH4PP0P4ewc4rvFX1PYZE9e38Kg24XH1+bPCAdRrmSHvgcJcuakuBcrAuNslnPSzrRgq7FlZC29jNdqMCIiHB1NiUxmY8eJw+4ImMRUbC4qlpOqIVbKk2CEEEQixuaMkYQBEEQHuwOIV9UZbFy8PIU9vaO114YwlIQhP6s56ztGukdFVOyupqEkBNULC2fq79DaN95cR13rW+z17Y3xAEAE3Nl+7FixUQiMDLGAiJj3jUJTYHC3GPneaDTRVOcyFiYOON0CPnWBQhH7ve6HtKHI6NKcl9AtUNIfi7FmbCy6ISmwORw9SCFdAP5nHphjqmEe2+1BCE7MsYjR7tXDNOKlYXf9quKiIyJ/V+baNGWESLJ4FQx8pyd7pHtIVPGGGOIq4otLF5rB4/sEJopViLH3a9uTTl7iyqVbpCRsdoOoaCS84XCwtwVQRBEnbhFIBKECIIgCMLVIaQqdlRoMfMH3z+F3/n28av+fhnrKS/iPqU3L0xi1/o2dDQk7N6aIEHo7UuTGJkp2s81FfN2CB28NIWOhjjWd2Ts75FdQTIiBYgJW4kgEUdlMLnoM5LnTfmcIIwxpOMa5koGOOehAkhMdUXGAqaHyTWA43gqh4gzokCZ226dsJhUIqBDKHQEvM+V5Bde7Osm96YHO2yuqFTaVXgtv7fqeJYbyjR5ZDeNdE3pNQqNY6qCihnd51Mv3S1CTClUjFChCnDcNUANh42nz+daHULiz+lCJTJGt6YtbX9cX6l0jQ4hQ1xblRxCBEEQ84+7N4j0IIIgCIJwxnzHXJGcxcxYroTpwtVPCFvsDqGSbuD08Cx2dDdjRXPS/nlHuixkyfRssYKfeHov/uLlXqvIWbEFBfncB6YLWN2W9hQMSxdK2SdaBIkRUjDQTY6xnOgcaopX3+im4yoKFd12z/ijYAA8709HdAmOjDkOoZBpZL5omR4RGSvp3mMFdw0prg6h4MhYIia7hhwnUfBUMMV3bSPGzstR95FTxoT4JXuXojp4KgavGQXTVAbDrL2uHtozcXvPUZExt0OolsNGOs2u1b3kdAhVIkWy1R5BKHxvbZk4VIXV7BACrKlrNGWMIAhi/nFrQCQIEQRBELc6huUaWEpj5yfzZczMhyC0SK/FqaFZ6CbH9u5mLG8WriDGHIdCriSuze6TIyjrJnJFHWWrt0feRMv3wdB0ESusY0j8ESkgXLSQk5kMlyDUnAgWhOZKRqgLB3DGnYvzRU8Zq/idRAEOIffz1EOmjHkcQragEiTOqC7hKDwyBsAVQQuOXLn/Hrr/fgbuTQpaHIEj7MXeHOcPEO5ikR1NUT1D4vulcBS9rh4Uhdkuoci4ldshFLGuMalhzIoyXmvkKqGKazVdqGCurCPtb0O3WN3qEoQiroeqMLRn4jWnjAGi5+taHU7Xi4W5K4IgiDqhyBhBEARBOLjdDEuhQ4hzjsm5CmZLOsyrGCc6na/Y7qLFei2O9otx6ttXNttiTjqmoikl5mjL6NZ3Dg8CECPjpTihKgyMOe+LoemiHTWTMCbeKzIiJUWLuBrcIQQIMWV0toS4qthRHDfpuIZ8WUdFl46eYLeRyWG5U8IiY5ZYZYs4wcdznERi75wHO0/imuqILragEiLO2DG14MiYLJ/2CkIBz7OOmBogHEf22Hkz2B0kv7fkEoSiHUK1O4SSMQWFsm5HTa+VegShhKaiJR2z1oULKmva0va1i0c4juqBMYamVAwzxQqGp4v2dD0/q9vcHULR51zWmIiepmb1c81GlGffbEgQIghiUcNJECIIgiAIG3nDGVcVcfO7SF0xkrmygbJhiolE5ery5FrIvh1gYUbGihUD/3SgL1LsOjowjaakhtVtKdshlE5oaLQmiM0WdeRKOnpOjwIQXUBSnGBMRFrKhonZYgVzZaPKIQTIUebRESnAEYQMg2M0V0JHQ9wTP5NkEiry1msnjhXcRyTPFxYZE/tnzth5PdjVY0fGdNNeG+SuSbgmeTkj7APWxVzxrbDImHXOYsUpzw4UoazJbKZL+AobT19yOZzChAYhVhmRDifxuOgQq9ToEOpsTGJopgiTR4s49SIFoVrikl3KHLE3d9fVfJQyN6dimMxXMDJbqhJG3Wvk361a53zfjhV4x5ZloV/f3Nlof3yt7qvrBQlCBEEsatwaEMlBBEEQxFLgqwf68LEvvHFVjpiKyzUQV9miF4QmXZOvgmJj3zsyiBdODId+v4yLAaL090ZQrBh4+9JkXWu/+PoF/Oo/HsK+8xP4pwN9+Mmn9yLvE76O9k9je3czGGNY2SxuttNx1RmPrpt448IEyroJhQmHUEl3+mwSqoKKzjE8I8bKB90Ixz2OmHDRQgoe0iHkjv64ScU1W8wTxwqOUgFSEAoXjtzl6HpIb467fNowg3uG7OdZFVML3pvt/NGDz2l3CLmEtMDn6eo3CptsBnhLpXUTgaXe7ufgCFrRHUJ6jbLorqYEipVwcexK6bamdNU6lnToREWp1ra7BKF52FtTUsOFsTnoJsfyEEGIMWb3CAWJim4+9cQm/PI7t4R+feOyBki9lKaMEQRBXAfcriBODiGCIAhiCfDM0UHsPjmC3SdHrvh73ZEU/3SjxYh7FHrQePU/2X0Wv/W1I3bPi58+yyHU0RC/Ydfi24cH8aE/ex3HBqYj13HO8Y8H+gAAb12axNfe7sOe3nH83ndO2GtMk+Pk0Cy2rWgCAMchFNc8Dhs5iak5FbMcQtwWXGLW+2BwWghCQTfCbkEoTAABXA4hk2MsV0ZHQ7AglImrIoZkx32CImNy/zyyDyfmeh9X7CLo8FJpeSw1JArmxLLCI1eJmOrqGgremx0ZczmOwrqB5N4ihS9XqbRuhrt1ZCdRzQ4hldkiVJSY4o5OzUdkbGUdkTFAOJNqnXNdu9PnMx/upaZUDGdHcgCEEBaGjI1d6zlTcRWrWuWxyCFEEAQx77g1IHNx/8xLEARBEACAU8OzAIC/fKX3ir+37IrUxNWF2yF0bjRnj4OPYiIf7RCaLYr4xytnxgK/f64kbrBb0vMrCB3pm8ZT/6vHdt24ka6mbx0ciDzGwctT9s3p3t5xHLg4ieZUDH+37xLeshxGZcNEWTfRmhFdJDLulYmrrsJlR2hoSGqiQ0h3xAkZuRqyBKEVzU5HiiThcc6ECyXSzaEbolQ63CFUu1TaOZYZOk5ePlbl6vGJPe5SaT2yLNo9Tt5yxYQJR7pb6GFV0Th/qXQ5ZEqXO85WjhDb3L1FuslDO4TimuhekvuL6hACrBHwUQ6hRkcgvJGRMTlpLEqscjuE5mNvzamY/Xp1hjiEAKdYej5cSTI2FiRQLgQW5q4IgiDqxO2mpw4hgiAIYrGTL+u4PFHA8qYk9p2fwKUZo/Y3ubA7SjRF3EhHRMZGZov42b/ej5HZalEjiN7R3Ly5cX/1K4fw6189VHOdJzIW4BCSrqF/PHA58PvL1s18Yp7dUl9+4xLOjc7hu0cGq742Z0W+vnVoIDL297W3+pGMKfjBHSvwypkxFCsm/s07NgIALo7P2fsHHPFBxr3SCc3jsJHlzY2JmNMhZHXeSEFFCkJBZboeh5AR7uqRbpSSbmI8V4pwCGkoVIxIocc97l66XQLHrKuKHferGCZUhUGpGk/PnGOZ0iEUHsvinIeOsBfrvJGxYAHHVyodss4dZ4vqEBK9RdKVFOEQsidX1RCE3CPPIx1CjjAyHwJIvY6YZY21I2Or21JO5Go+ImNWETsQ7JST3L2mBc2pGBoSwZPIroTNnQ0AyCFEEARxXeCcQ/7/nuQggiAIYrEjHSP/YtcaAMBQ/sr+7+bpENKiBaE958bRc2oUPSdHax732MA0nvxfL+HFU1ceYwtiaLqIQ5enQ6NekomIDiHOOWaLFcRUhueOD2NgqgDD5CiUXePTrZt0IYrMz08Khsnx/WNDAIDnjlf3F+Wt8w9OF/HGhYnQ41ycyGPr8iY8trnDfkx+LGNNZV/kKhlT0ZaJIx1TwRiDpgj3jywYlg6hsmtilIwYDc0U0ZaJIxmrnh4WdwkgjogTUCptPTY6W4LJEeoQEmPndfv9GNxH5BK0bLdOsKtHfl03eEjnj9OnZEfBQpw/8jlKJ1GQIOF364RNBQPgcRIFTcLyupfC3VdxVYVuTXgzeLjDRj4uY4JhQontECrrkf017ujUfLhwljcnobBooQdw3jtBvUuShKbavVlBr+eV0uwShMLeuwDwgztW4MBvvzPw78qVsskShKhDiCAI4jrA4fwGiDqECIIgiMXK2ZFZ/OTTe7Hn3DgAYMeqZgCOwFMv7ohOKqba4kQQl8ZFZOvty1M1j/vyaRHJOjk0e0X7CYJzjom5MgoVw47HhTHpjowVvYLQXNmAyYGffGANVIXht79xFB/+iz34yNN77DVlQ5Qru4uJr5X95ycwlitjc2cD9p2fwHTeu698WUdDQkMmruLLb1wG5xxH+6erfk4p6wYSqoJ717YCALZ0NdiRMFucCYgY/ezD6/C+O1fYj1cM035ujQkNpYqIJjmRMcWOjIVNVpKikfucgSKO9TPX0EwBAEIdQum4hpJu2hO4opwztSNjzpSxsmEGCgPO2HnTFhnDpowB4vpWIjp4EprqEciCRKik3SHkCEdBN/3uvbkjnVXnjLmcRGZwz5D7eHNleW3DO4SA2g6hhoSGlCV8zEeHUExVsGNVi2dCWBCyQ6iWULKuY/7iW01JIQh1NMQjxS/GWE1Bq142d4nIGE0ZIwiCuA6YnEOxvKRXMYyFIAiCIBYEL54cxZ7ecfzp7rOIawq2WDcRlSvUMNzujo7GBAoVw3YS+LlodfgcrEMQev2cEISkiHQtzJZ0e5+HLgcXL0/MldFzagQTcxW0pMVN3EzB+zxmLYHotuVN+MWnNmP3yREcuDhplycDTtFvTGPzFhn77pFBJGMK/ssP3wHD5Og57XVN5UsGWjMxfPj+1fjnQwP47987iff/6au22CcpW5PANi1rQGdjAtmtnfbNvnSdBIkzv/jUZvzwXSsBSLGE2+JGQ1JDSTcst4oslRZrhmaKWB5SpBsUGQsulRaPyWvc0RAPPF4mIQSGacvVFSRI2FEqV2QstENIdzmEQgqZAa8LJ+gGPGg8fVjvT7lWZMw3Zawcsi7uEaGip6mJdQYMkyNRIzImp9GFCSpxT2QsWvyQLqH5cAgBwDc++TA+9cSmyDX3rW3Fv31iEx7c2B65TvYIRY2nrxfpEOpsDI+LzTebOhvQkNCwLEQ8vdmQIEQQxKLG5G6H0E3eDEEQBEFcJWdGhFMmV9KxaVkD0tZv7K9UEKq4BAR5AzKWKwWuleLOqaGZqlHnbkq6YUefLs6DIDSec1w/By8Hj2f/wmvn8bN//QZODc1gWUMCDQmtyiEk+4Makxp+7tEN+Mj9q7G9u8l2pYi9i+hUXJ2fDqHZYgVff7sf7962HA9uaEdzKoa9vd5Y2FxZRyau4WOPrIfJOZ5+WZSDH+yb8qyrWPEnRWH4/i8/jl999xbPKHnANQI+xC0i3T9yXWPScgi5Jl7FXQ6h5QGF0uL4alXZctA5VUtkGbYEoahSaQC2eypIAJEike6KjNUzKj5wEpnqdBs507eiRBfXutAOITnxKyQy5hPvQiNjQWPng+JsVQ6hYAEk4RJ6wvYPAA0JIX7MlfWabhfZIzRfLhZ/AXcQcU3Br/3A1po9PT9yTzd+7tH1dR2zFlIQktP6bgQNCQ0v/XoWP3Jv9w0755VAghBBEIsazjlU2yFEihBBEASxODkzkkObNUlq6/JGJ2ZyhfZX+4ZTU+yb9dHZYEHo4sQcOhoSMDlwtH8m9JhvX5pCsWKiNR3DpYjJYNOFikeMCWPcEqhSMTXUnXRuVJQqv315Cq2ZOJqSWlWHkHQINSY1xDUFv/+jd+KRTR0ouqJhFYM7Bdvz0CH0D29cRq6k4+ceWw9FYVjfkamalpYvG0jFVaxuS+OD93RjeVMSnY0JHBvwXmPpEAKA1kwcCU21pllVR8ZqCUJS3GhIxKwpY66x86qCuZKO8bly6Khtb2Qswq3jdwiFCEKZuLjJnyqU7eMH7R3wTkkLEi5iLjHPLXS5SbhiWU43UI1YVkTBs79TKbh42lcqHba3gFLpWsczzPD4ljyHdP6FuXruWNkEQPzCNFbDXdNp9/ksPHlg57o2/Pb7t83LsZpS4n0ZNXL+etDekJi3CNp8szB3RRAEUSecO7+tIkGIIIilBmOshTH2VcbYScbYCcbYQ4yxNsbYc4yxM9afrdZaxhj7E8bYWcbYYcbYvTd7/4QoIP7Rz72OD/6f1/A3ey8GruGc4+xwDj+4YwV+/vEN+PDO1a4b3Oq1UZ15ZcPpbIkShIoVA8MzJbzf6qIJc+oAonxaYcAH7+nGwHTBdkT4+fCf78F/++6J0ONIxq2i6Mc2d+DMSM4WdtycHxOCEOdAeyaOplSsyiE0YzuEnKLYpDVFSk73KusG4qqCWJ1TxqJKrg2T469fu4AH1rfhzlUtAIA1bekqkSxfNmxB5H/86J3Y/WvvwD1rWnDCLwgZJuKat7SWMeaZcFXTIaQx22GjKgypmIqKwVHUDduVE9cUZ8JYSFRGlCg7ThfxfdUigmp3CBWR0BQ0hrg7pENo0nIIBe3fHRmLKp92i1V1lUpHdAPJdSXdiIyWJeqIjNlRsIoUhIKdRPJ1KOuurqSI2FtJN1AJcSWJ51DflLG17WnbEVPL+SO7peYrMrZQuRmRsYXO0n7FCYJY8pguhxDpQQRBLEH+GMAznPPbANwF4ASAzwB4gXO+GcAL1ucA8F4Am63/PgHgczd+u4SfkdkiDlycxLGBafzhc6cD1wzPlDBb0rGlqwG/9b7b8dDGdmiqAlVhVZGx3/vOCXz4L/YEHgdwuzuYXfg7GhAZk66We9a0YHVbKrJH6OTQDNZ3ZLB9ZTM4B/omC1VrZosVnBqexdH+4E4gNzIy9q5tXeBcOJDccM5xwRq7DsByCMUCOoTE501JR5SQU4Ec1wZHTGN1RcaePTaEe/7rc/akNz9juRL6pwq2iAYIQah/quARkuZKOtKWIKKpCtJxDdtWNOP8+Jynz6msm6ECSKkS3iHkJqYolqAiXCxJywGTK+q2cBJTFQxbomBY50/CFcsKKrK2z2cdc2CqiI6GRGiMRwpFU1YpeNSxdIPb1y+4a4jZglGYCycWMHY+bHqYfI7ynEHRMnepdNg5VYUhpjKn7ylknXzt3OXfgWPnXV1DOg8XAas7hIJfA8YY7rTK6Wu5U6RjZqEWH88X7da/id2twdHJWxEShAiCWNRwd4cQDZ4nCGIJwRhrBvA4gM8DAOe8zDmfAvABAF+0ln0RwAetjz8A4EtcsBdAC2NsBYibinRm3LumFRNzZbtk143sD9rU2eh5PKEpVZGxl06P4s2Lk1VuGYk7BtOWiUNhwiH0H75xFH/8/Bl7newCWtOWxt2rW3HQJ8q46R2dw4ZlDVjbLqb9BBVLn7amhdXTMSQjY++8vQsKA970jWYfmS0hXzbQ3SJu2trScTSlgjqEZGTM5RCyBJGiS1CJqwpiKrOFjjD2n5/AbEnHf/jG0UAXlvz+lGsU9Zq2NAyTe4qs82UDGZ9z5o6VTeAcODHouITkBDQ/iZhaJc7U0yEUUxVbVJgt6vbHMZXBsN5HYRGvuKa4nC4RpdLWY2O5kj0RLQj5mkzMSUEovFTaHRkLmgzmHjsf5sJxiy6O0FOrVNoRT4PWGaYQqkSHUFifj4pixS0c1XvO6PJpPSIy5kwZi46MAcCObiEI1YqC3SoOoe6WFL7wr+63S9kJILrByQVjTAXwJoB+zvn7GWPrAXwZQDuAAwD+Jee8zBhLAPgSgPsAjAP4Cc75hXnfOUEQBCyHkPU/fHN+hocQBEEsFNYDGAXw14yxuyB+3volAF2c80FrzRCALuvjbgCXXd/fZz026HoMjLFPQDiI0NXVhZ6enuuy+Vwud92OvZh4c0jctC1XhGDyT8++jA3N3pjQsxeEsDF69jB6Ljs3lAo3kC9x+zoWdY6zI3lwAH/z7ZdxR4f3OABwuF8c6+0Db6A/raAxznDo9AUcGNaxrknBXVo/AOAF65x9Jw+ioaRjYLqMbzyzGy1J7w2hYXKcH81jc6aEvlNCzHh+3yGwoZhn3YuXxPHG58r47nMvIh0LdxocOlVCSgMOvfE6VjcqeO5gL+6NO2/TkxNCzLm/Q0f/FDA+eAlzMwZGJk3Pe+pQrxAbDr6xB0nLIXLxstjHi6+8irakgtFx4WYa5TnMFXTkcjz0fbn3RBEqA/b0juMP/uEF3L/ce6s0kBM/aJw7fQo9uXPi+Y6Lvf7zi3uwrV28HlO5PCbHyp7zzBTF937jpQPIXRDXLl8sYWRoAD093uljXC/jYt8genomcHBEvH+OHHobcxeqX+9ioYChkTwqswwwdFzsPQtAiE0jQ+IYk+OOWHXu6NuY6a2+6R8dLmGuqKOnpweHBsQ5Dx54E8MN3rUXpp24oFKaQU9PT+Df9aE58XzPD4wCAN7ctxdnfe+tizPiWG8fOoLeaRMaA1566aWqvU2OFzE1K1774dEiCpXq17BgOeOOnzyD3IA4z9HDh1Dp816zU9Z7a/+Bt3HBOv+e119DyheP67sk3lsvvPgSRsbE9Qt63zCu4/yly9j94rBwz126iJ4ezz+5GLTeNwePHLN/dfn2gTcwmPFej5PWe2n/m2+hYpgYGx0OPOfZKbGu99IAAOCtN9/AYEOwkKNOi9dycKAPPT2jgWsAwCyauHOZiuHTB9Fzfmm6hNzv072D0WtvJeoWhCB+ADkBoMn6/LMA/pBz/mXG2J8D+DiENfnjACY555sYYx+x1v3EPO6ZIAjChgOusfPkECIIYkmhAbgXwC9wzvcxxv4YTjwMAMA554yxK/rHj3P+NICnAWDnzp08m83O03a99PT04HodezFx8fULwMFj+Ikn78U3z+1D+9rbkL3bO23m+187gtb0IH7o3VlPBKfh9RcARbev477ecXDsBQDwtjXIZjdXnW9o/yXgyBE8+vBDWNmSQvehVzDDFMxVppBubEY2+zAA4MVvHkVjsh/vf1cWKy9N4u9P7kFq9TZk71juOd6FsTnoz/Yge9/t+MB9q/DvXvs+Yq0rkc3e4Vm3+5tHAYiOpDXb7sV2y5kQxD8Nvo3l+Wlks1k8MXMMX37jEh557HHbnTC0/xKw/wh++YOPYOWbl/GTD6zBX73Si+OTA5731Bulk1DP9uIHnnKu2+TbfcCxQ7hn5y6s78jgj469hsakhrXLGnBgtA8NDYnQ9+VnXn8BP3RXF75xcABa+xpks1s8Xz8xOAO8+gruvvMOZLcL893mqQI++8ZutKzajOyuNQCAygvPYPO61chmnSJczjl+Z/9zMBq7kM3eCQAwX3gGG9Z61wFA84EetLY3IZu9F4Ujg8Bbb+GhB+7H7Sua4KfVen6dLSmkp0Zw5/bbgGOHAADr1ohjf2v4IPYPCSHwh971DjtW5+bV3HHsGbqEbDaLsQN9wOFDePThB7G6Le1Zd3JoBtjzCgBgx6Y1yGa3Bf5dH50tAa88D0NLAZjDOx57FK0Zb1ztzPAs8PrL2Hr7NhQvTyHefynwtfnW8EEMlCaQzWbxl2f3IlEx7fexpKQbwPPPYPW69bijuxl4Yz923ncP7lvb5r22lyaB/a/j9jt2gA/OAKdO4Yl3PF51TS7EzgOnjuOBhx5B5vQbSMc1ZLO7qvbWuOcFtHd24OFHtwPffwZbNm1ENrvRs+byRB549UVs3LJVPHD4MB55qPraNl6cBN54HbdvvxPG2/uxbnU3stntVefs6J8G9r6KxtZ2YGAYjzz0INa0p6vWAcDW6QL+9O3dWL92LbLZ2wLXSD70nsgvL3ro/0nB1OUJY4ytAvCDAP7K+pwBeBLAV60lfruytDF/FcBTbD5mxBEEQQTAObfzziQHEQSxxOgD0Mc532d9/lUIgWhYRsGsP0esr/cDWO36/lXWY8RNZGimiJjKcM/qVjDmlCW76ZvMY017pqqPJRHzRsaOWP08HQ3x0M4ffwlxR2MCh61x50VXIdFYrozORtEBc8fKZmgKCzxm75jo09m4TOxvbXsG50arO3ZODs3aXT7u/p8gxnMltFviwP3r2lCsmJ4JXOfH5xBXFaxuS+M33nMbVrel0ZSKYbZYscuiARGLakhonuuWtEqaZWSsYlhj5zXFjusEMV2oYGimiNtWNFmdNdW246BuneVNScRUZhdLmyZHoWIgHff+3p0xhmWNCUzlndhbaGRMUz29NP5zuon7ImNJV0m1/B75Z0NCCxSDAGu0u15HZMwVw4qOjInnPxk5dt4bGQt9ju7ImM4De27k9LOybsKQU8ZCuoEAq7g54nnGXRO/IiNjMdE15LxOtSJj4RFAu0OoYkA3w19z/9j5sPH0gHh//vSDa/COLctC1xC3NvU6hP4IwG8AkMHmdgBTnHPZiiYtyYDLrsw51xlj09b6MfcBya68uKDrOL/Q9Zw/JqcKKJXFD3gnTp60LdzE/EDv1fmFridxJXDOhxhjlxljWznnpwA8BeC49d9HAfy+9ec3rW/5FoB/yxj7MoBdAKZd0TLiJjE8XURnYxKpuIqVzSlcCBCEShUTqVjwDaK7VPpQ3zS6W1LYtb4NL58ZA+e8SkTyixbLrLHyADwj4efKQkwBRBHz7SuaAnuEeq3x7xs6GgAAu9a34e/3X0KxYtjiAuccp4Zm8eRtnfjGwYGaPULjubLdR7RzXSsA4K2Lk7h7dQsA4Upa3Zby9Mk0JWMwudi37KeZLeq28CCRe/J0CGlKqMgjOWN1IG3pavCMOXcTNPFLVRhWtabtku6Cdd5Molp4ScVU++uGyWGY3J565cY98lz+mQjrENIYihXRTRNXFXusunuf8s9lIf1Bco1ucpgmd72HqoUGt8gie2eCSFjXfDIf3iGkuUqlKxGii3g9rFJp00RDrPoWVrEKniuuiWVhfUSAJfQYHAoLXucuny6HTBmT60oVwymLDpoe5hK+5JkCx9PLcxpWh1CNUmlZUB4kfEkYY/jdD+4I/TpB1BSEGGPvBzDCOT/AGMvO14nJrry4oOs4v9D1nD/+5PhrQFEH8jls2bIV2QfW3OwtLSnovTq/0PUkroJfAPB3jLE4gF4A/wrC4f0VxtjHITI6H7bWfhfA+wCcBZC31i56ekdzeP3cOH76wbU3eytXxdBM0Z7gs64jjfMBYknJMNEcj1U9ntBU6GXn8yN9U9jR3Yx71rTga2/3o3+qgFWt3qiIFC0SASJA0TUuPl/yuljuXt2Cr73VZwsoknOjObRl4nbc54nbOvGF1y9gT+84ntjaCUBMSZsuVHDPmla8fm48UPRyMz5Xwr1rhRAkXEpO+TAgiqnXd2Q839OUEnsVIpAUhCqeQmkAtiDiLfpVEFMtwSMkXn7KFoQaPQKEm0rI9K3VrtHzsujX7xAChFhVKHtHuwe5Ozxj52uUSmuKAt3QoQc4hOKuKWNA+IQx9/HlxDKxt+DJWpLlEQ4hxhgaEprjEAoQLaRQUramb4WJLjFVsa99pJPIGk8vC7SjRJeSbqJimqHTt+T7SDqJQgUhyyFUT1l0WTft6xflJCpWxJSxKMcU4HIILfHJYMT1pZ7I2CMAfpgxdgGiRPpJiBGoLYwx+S+d25Js25WtrzdDlEsTBEHMOyZ37MvUIUQQxFKDc36Qc76Tc34n5/yDnPNJzvk45/wpzvlmzvk7OecT1lrOOf8U53wj53wH5/zNm73/+eDv91/Cb3/jqH0jvZCYK+n2pKswhmaK9o3zuvYMzo/mqiZYhY0fd08ZK+kGLozncfuKJtyzRogpBy5OVn1PRffemHoEIZfdaK6se1wsT97eibmyge8fG/Ic79zoHDa4xJld69uQiqnoOTliPyZjcBuXNWBdeybUIVTWTYzMFDExV7bFCcYY0jHVvrkFRHyrzdc3I4Uf96SxmQiHkB25sh1C4nqEpcZOD80iE1fR3ZJCTHVGsLsphcR9VremcHlSPOd8SZxXjp13k4qrtnNJCj6Br3vMO/I8bB0Aa68cFcOEpjKPQ8iOjFmiU0dDhENIdYSScsQ5/XG5KORrFlMZlAAXjuZyzkSJLjGN2ddeNyKcRJriEbSComXesfMcsZCR7e7rUYk4pxDvnPhZrclmURFAGWeT4+TDXGFyb1J8rDVSniCiqPnu4Zz/Fud8Fed8HYCPANjNOf8pAC8C+DFrmd+u/FHr4x+z1tNdGkEQ1wXOuV0qTf/SEARBLD3kOO+hmWKNlTeeX/vHQ/g3f3sgcs3wdNGO1qzvyGCmqNuuCUlZNwJv/hIxBTLlJQWxppSG21c0oTGpYW9v9e9cy4YBVWG2E8EtCJVckbF82esQesfmZVjdlsLf7r3oOZ4YOe8IQsmYikc2tePFU6O2sFV0xaTWtqdDO4T+9+4zeOSzu2Fy2B1CAJCKayhUdPvzkm7aN8fOGtVzHQDhFmryC0J2h5DlsLHGlMub6LDJ82dGctjU1QjGrOhRwMJyiIjTko4hVxT7l8JWkEPIHRkrR0TBZAzJc87Q+BCzOoS4NXa+ukMoHiAOBp0TsBwxerjbxe0QioqMAbAjieHOH29kLEjAAYCEFeHjnKNshLt6ZJ+Sbql+UeJMyerzCXcIuTqEohxClpsrqhtIUxgYk06o2u6l2aIcJx98PTLWdZ3IlUOfJ0HUy7XIib8J4NOMsbMQHUGftx7/PIB26/FPwzcNgyAIYj7hcH44Ie2ZIAhi8fFnPWfxN3suhH59yBKEhhegIHRqaBZvXpgM7abJlXTMlQ3bSbGuXQgrfsFEFAIHuRlUu0NICgnJmApVYbh/XRv29U5UfY/fbSSdOAlNQdElcsyVvA4hRWH4Fw+sxb7zE3afDiAcOW0Zr5Dw0MYOXJrIY8y6IZVunLimYOvyRozMlnDUKsB2Mz5XtqM1yxodMSEd9zqESpVqgSxl3aAXKm5BKDwy5jiEDLvPBgDCaoSmCxV0WCJVWIdQ2E1/KqZCN4VLR7o7anUIBfUR2c9BcxxKQUXWbkRkTESu4qqCZECHkBMZixKEVPt8FcP0iIpu5HVsz8RDRSpJQ7KWIOSNjEW5oDgXvUu61ZUUhOxekpGxILHH+zyjnT+AeB+VDR4uHGkqSpXoyBhjzI6zRV3buE8QCnueyZiKjoYE5uzIGDmEiKvnit49nPMezvn7rY97OecPcM43cc5/nHNesh4vWp9vsr7eez02ThAEAYiYmGpHxm7yZgiCIIgr5mtv9eP3vntCjKkOYHCBCkKcc/RPFVDSTZwamg1cI8Us6aSQ0bGRGe9z9ff2SNyRMel4kTf8u9a3oXdsDiO+6+K/yd3a1Yh17Wlkty5DWTftKV1+hxAAvP9OMUp93/kJ+zmWdbNKnGlJxaxjiBtXp/hYxYfvX43WdAyffeZk1fMp6Sa6mhL43E/di6du77Qf9wtCZcP0RJ8ARxAqVrwOoVql0vJ6yD4cPeSHBfdrIMqJq9eFOYTkOfNlw75JD3IIJWIqCuXa3UBxTUHJdjiFFzyLx0XfkW6aiGnM4xCS+6xHEPLHmsLOJ3/miuoPkjTWdAhZr4nBoUc4hORrJ+NgYY4YOSmtYtaOb5V0I9L5458MFg+dMqbUnFgGWP1GNfYv/57lSuGT2SRr2lIAEFqKTRD1QnIiQRCLGtMkhxBBEMRipqQbKFZM/NUr1b9DNE1uC0FSXFkoTMyVbSHkSIAbBnBELCkIdVqRndHclQhC4mMpcEhhZNeGdgCOeCMp6aY9MhsA2hsS6Pn1J3D36lb765xz0SHk67lpsoQef8+NX5yR/TgF/zpNQVMyhl94cjNeOTOGn/vim9h9ctizt0xcw3t3rPCMP0/FnbJlw+TWxCzv3uQ5pXDEOUeuFCAIuYp5AWe0uy0+hPyo4B4BH9YhFCbiSPGnWDGQL8lS6WCHkCNURXfJuEul45pSNU1OEtcYylZkTFO8U8Zkd5AUd2pNGQPEdYiaqiUfr9UfBDij58PEFFVhUFgdY+dl15Au3hthQomMjNkOoQChRFUYNIWJDqGomJpnGlntyFgt4U6KVWUj3AmlqQoUBjt+GLYOANa0pe3vIYhrgd5BBEEsajgAlZFDiCAIYrEib9z/Zu9F23EiGZsr2Y6OhdYhNDDl7Odw31TgGiliSTdFWyYOxlDlhhIxr2oBIaGpToeQ9YHsNtm+sgmZuIo3L3gFoTA3Q8IWSoQAxzmQTmiBa2wxIqRcOOnr8/H34fz0g2vx0w+uwf7z4/ij58/Y31eqGIHCVzoe0K3jE6GkgCTPmS8bMExeFRlzO4Tco91rdQi5o3ZxLToy5hcHUnHF3psUrDJBHUJxBYWKYTuvgJBSaauoGLDcUhE3/e7IWExVPEKb3Kd8XSKnjMn4luWICSs0lr+E66rDIWRHxiKcLpol4lQMM3ASmfv7pcMmKjImo2BA+Dh2Z134OaXTyi6VDnkOUryrRLyeVeeMuB4JTUXOEhWjInlrrPhpWCk2QdQLCUIEQSxquCcyRooQQRDEYqNUMdDVlEC+bKB31Nut43YFLbTIWP9UAYC4yT7cF+wQmiqI6EdrWogWmqqgPROvFoSMEIdQzB0Z8zqENFVBZ1MSE1UF1cHHSrpKcuV0Ir9DKKEpYMwpn5axpUTMu87f5+OOjAHiRvZ3P7gDj21ehrmSvyy6em+pmGYLKVIIqeoQinujYLJnJTwy5h6fzhyHUJQg5HIIBQlCpRCHUMoVGZOiZjqkQ0g6oMKOBcgYkuMQihIQZGSsYpiIa8xz3aQ40ZSKgTFgRXMq9Dj+iFR4ZxHDmrY07l7VEnosSUNCThkL33/c3j+3HU3Va8TjlRqRKxnLMmRkLHIymCifrukQqhgiQhcR8ypWDEeEihKErFLpqDHxiZhSs0MIIIcQMX/QO4ggiEUN5+7I2E3eDEEQBHHFFHUT21Y0AQDOjeY8X5MunOZUbMFFxgYsQehd25bj1NBs4P5sEcclvHQ0JDDmioxxbkWk6oyMuR0g8mbUTbgg5DiEnNHoXjGFMeYpnw4VZ3w9PWFRKncUTB7PPz1M7ENFIaCPKOicUoSSPSt+h5CqiClhRd3wOJzsiVb1dggFZMvkTX9Yh1Ch4nQIBTmEbLFKNyI7hBJWAbF0EkUJAzErMqabzjQ1mS6TQtJ7ti/H1z/5SGTvj6dDKCIyxhjDy7/xBD58/+rQY0kaa5RKi6+x2mPnXe4lPcKtE1O9DqGwbh23WyfMRSTf8/L9FhoZs8Q72VsUGhlzlUrXEsikQyhqnRSEosQlgqgHEoQIgljUuEulOUgRIgiCWEzIG96ty5ugMOBclUNIiC53rW7B8Exw6fTNYmCqgGRMwY/e2w2Dczz62d34f/72AA5cnLTXFCsGGPMKCMsaEx6HkBQtgsePqy5ByFsqDQjBxS8Ihd1wusWIuYhJWGJqUnU3kBtnBLxXOKru1lE9U8FKenVZtFxnO4Qqwed0ImOm589UrPo5JDVxXdyii9xbWIdQaR47hBjzvk4S2+VUNqJfd+s5iW6gYIFPErMiY2VdiBtS1AOc911CU3H36pbQY7ifU8mInr51JdgdQjUiY7opzhkV8QKc6xHm1hEuHG53CIX3/qiiCNqMmjImXgN7BHzIc0hqqi2iRZ1Tus6iOoQAITDVFRmzBSG6nSeuDXoHEQSxqKEpYwRBEIsXKTg0JjWsak2j1+cQGpwpIq4quH1FI0Zmi/aErOvJvt7x0E4gNwPTBaxsSWHnujbs/tUsPvboerx+bhyf+NKb9ppC2UAqpnoKgZc1+AShiO6RuKbA5IBumLbTxi2ASOHDTZiA4DiEnNHoQZOwkjHFKWSu4daRxxFiRPUo7VTMNz0sLDLmchLZriSfoKIqDHFNccXUpGMqWFBxR8bilnMGCB47b09TUx0hJSgyVjaMwJHhKVe/0VzZQNr3mletqxh250xwqbTT5VSpJQip4j1S0g3ErciVFM9qjYV3I69PqSKnjF37bWJDIrpUWp63rDuRtyDkXoo13DrS+aNbr11YvY6Mb9UzZUxGHkMng8W868KuedyKqdXlECrWdgh1NiYQ15TQyBtB1AsJQgRBLGo4AMUulSZFiCAIYjFRsl0vKjYuywQ4hIroak5gRVMSFYNjIl++7nv6ne8cx08+vRenh4NHyUv6p4robhGdLOs7Mvh377sdP7VrDaYLFXvqZVE3qhwsyxoTGM2V7DWR0SGXMFDUqyNjbvFGEhb3SWpOzGvOioyFOoT0aIeQf7R7aDdQXBTuSseGWBccGctbZcthkTG5rla0TOxPEd0vLtHFGTtftdyJgtXoEApzzshS6XxFlEr7y7rtdS5ByI6zRb3uFbOuyBgg+ov8JdJXIupIYU0WN4eVSl8JMs4XtQ/NiozpEfEt+fzl+za0p0dVUNYNKz7HQiezJTQFpUp0h5B8XWq5deT7r1bMy114HdaVJI9ndwhFvAaKwrC6NRVaik0Q9ULvIIIgFjWcO7+1IT2IIAhicVF0ddRsWNaA82M5jwtocLqIFU0pu/vkG2/348DFicBjzRd5y+Xxc198s8p942ZgqoCVvpLeTEKDbnL7Zr9QNj0CDiAEobJuYsa66atLGNBNV2TMN649wCEUHENyXBZzpfocQjI6FhoZc3UIhU0Pc68THUJB6zQY1nUL6y0ChKDidwgFrUvGVBR1w3EIecbOV/+w4H8NYppii0SedSHijC2QWaXS/rJue51rOlv0lDEnMlaqUSotv98tCMn9XEnsS065q6fnpl6kQyi6Q8iJjNVy60hHWtRo94rBoZs8tD9Irisbovcn7JxyPH0toUe+/+xoWURJtRTboq5HIqZExgndrO9oCCwvJ4grgQQhgiAWNZ4OIVKECIIgFhVuh9CGZRkUKyYGXdPEhEMoia4mIQj97ndO4De+evi67qmsm1jelMSliTx6To0E71s3MDpbwsoWryCU9o1jL+pGVaSpoyEBAHaxdKQwYE8GM1yl0s66wMhYiGjhHqMdVXwc6BDyj4CXhbuuDqEgp07KOn7B1Q8U1CHkjlyFdQjJdQXr68VK8N4AR9QquR1Cdql01fKq1yCmMvsxNyXdRDzQuWQ9T8t9FSS0eZ5nJbpU2u7zsdZFj513BAjpdvF3CNVDvaXSV0J9pdJOZCxMTJHfL9+3ocKRKiNjPNI5E1ddDqEI4SihKbZ4WksQqukQqrNUeq3VDRR1LMl/+qFt+IMfvytyDUHUggQhgiAWNZwL2yxAHUIEQRCLDbdDaOOyBgDAuRGnRyhX0tGU1LC+I4OWdAzdLSn0js1htlgJPN58UNJNPL6lAx0NCXzz4EDgmrGciK51NSU8j0tBSN64FsuGZ8IYIBxCAOweoXoiY2XdDCyoTsbVqshYzVLpSvRodI9DKCSWpVmdPLUcQm6hRx4vLAoGCJdLKcIxlYwFdA0FRcYsoUy6fBJadIeQ8xpY3TuhkTEzsA/HP3Y+HeIQck9ns59njQ6hmqXSAWPmr6pDyH6vGShHTPK6EpxS6XDRJaYyyyEUNWVMfH+hXEcsyzChmybUyNHuqlWebUaObU/EVDumFur8sa51rd4fGUOsGDxSqPvMe29HcypmP58oVrelcdvypsg1BFELEoQIgljUmJxTZIwgCGKR4ncIAcD5MadHqFgxkIypaEnHceC334Xf/dB2cA4c7Z+56nPWEpPKuolUTMX771yBF06OYCZgvV3w7Lvxl86QvOUWKFQMu7tH4heESpGCkOPqCSqoDnUIRZRKlyqm0yEUMhpdCnVRYpUQjqI7hGyhpyJ7f4IjYym3IFQJFqHkOvucEU6iZMw7ZUw4hGRkrGp51fMM6xAKu7buEeVzUR1CrulslajXPeYIQvWUSvs/vpoOIfckr4oeLHxdKfVGxqRQUmvsvNMhFO4kqugmdDN8YhkgHUJGpCtJrqs3MuY4iWqPuo865/LmJP7gx+9CdwNDZ2MidB1BzBckCBEEsajhnEqlCYIgFituh1BbOg4AmMoLAYZzbglC4sdVVWG4s7sZAHCkf+qqzjeeK+G+33ken3/1fOiasm4iEVPxgbtXoqybePbYcPW+7fiWV7SQJc22Q6gS4BBq8DmE6iwXFvEz77Hcoowk7MbaPXY+Xw4fjS4Ld4Honh73ZLByyDj5lCtCJwujg7uGnGhZ2JQxsU613U1hhdfiuSreKWOau1Q6qEPIsNcBUqSoXhfmYlEUZr8WM4WK7fDwU3+ptNPnI+Jb0Q4b52N/h9AVCEKq40arJULVS0NdkTGGSo3ImHyN5Wsf5rCJawpKdkF1lENIOomihSP3CPiaHUJ1lkrXE8d717Yu/N6jaWRChEWCmE9IECIIYlHDObfHilKHEEEQxOLC7RDSVAUJTbHdJBWDw+TwOGzaGxLobknhUN901bE++XcH8N++eyLyfGdHcigbJv7g+6fQP1UI3pNuIK4quHt1CzoaEnjt7FjgGgBVE8Rsh1BZOoSqI1LNqRhiKqvqEArqiXGcIgaKFbPqfKmYCt3kHjdLmOjijozNlQxk4lrgFKaEyyEUNcnLW/Ac3FvkjozpJgfnwQKOExnTawg9ToeQIxwFTEqLiR4kxyHEIjuEbJeW7BDS2BU5hMRz0FAoG5guVNCcCr6RT7oFochSaed1L4f0Fkm8DqGr7xCS31vPaPR6SWgq4qpS0+FUqRkZ83YIRU0Gkx1CUePYE+6uoYjn2ZjUbOE2XKyqLzJmF1nP07UliPmC3o0EQSxqTA4wBjBQhxBBEMRio+ibYpWOq8iXnEJmoNqFc9fqZhzxCUIl3cDzx0cCxRs3lybyAIQrJ0g80g0TJhc3b4wx7Frfhn2941W/cJBlyv692cJGKdwhpCgM7ZlEdal0rchYxagud/aNfxfHC45lyceKFTOy58bjEAqZMibP7Z0eVqMbKEpcsqNlNdbFqiNjyaC9aaJbye3CqadDyC2kBApCEc6ZVExF3haEQhxCcWcaWVk3obDgEepOqXQdY+eDImNX0SHEGLsiF0u93L2mBVs6G0K/HrMKnk0eEQWzS8xrlUqL7y/qRk2HkCN8ha9b1ZLGdKESeU75dzJX0qEqLHS6WVyV5+RXNP2NIK43JAgRBLGo4eBQGIPCxMcEQRDE4kHe/EthIx3XMGe5a4KmagHAju4WXJrIY3KubD92YnAWZcPEpfF8pFv08kQeCgM+9sg6fO/IIAamChidLdmCgH/c864NbRiYLuLyRAGD046jKGxv0iHkfg6pgOhTJuGU1dZTKl3SDZQqRpVDKBlzRB5J2A1nTFWgKgwlXfTchMVRkrHaU8bEc3XEmXrGztviUsixADllLHxdylMqbYrR4IHxOMXjEIpfRYeQyQHD95umKKEkGVMwlivBMHmoIGRPZ7MiY+ExJEcILBu8hsOmOjLmdAhdmfCQ0BT7nPMlCH3l5x/Czz6yPvTrmsJsYTFqQhfg9PRERcYAIUBGlUXb08jMaCfRqlZnimDo6y4dQiW95sSyCjmEiAUIvRsJgljUCIcQTRkjCIJYjPgdQpmE6hlRDlS7cNZYY5lHrCgHABy6PAVA9HhM5sNLoy9N5LGyJYWfeWgdOIDf+fZxPP4/XsRfvHTOc055Y7lrfTsA4Df+6RAe+u+7cWJQlFmHuZdkh1Deeg6FSnXvj1in2bGyyC4ZVxF00LECHUIRLpakJrp18qVwh5B01wDV49jduDuEwkqlk67IWFQULB2TUbvodam435UUJs6o1R1C1nOoBHYIVQtCAKpcQmUj+HnKvQ3PFAEgVBDSVAUxldmRsbDXyZ4uZxihji9JUGQsGVPBGELdKmEkXLGm+SiVroeYa7R7qNCjOkIPEBEZc62LdghZU+h0M7JDyCsIhU0ZE98/U6jUdHLZpdLz0M9EEPMFvRsJgljUcM5FZIxRqTRBEEsPxtgFxtgRxthBxtib1mNtjLHnGGNnrD9brccZY+xPGGNnGWOHGWP33tzd1ybYIeTErdxfk6TijstCctAShADg4vgcwrg0kceatjRWt6WR3bIM3zs6hELFsMUlvzCwubMBrekY9vZOAIB9w1+040rBHULyBldOBvOTiqn285SiQ5BrwO0UKVbMKkeSXxAyTA7DDHd3yOlbc2U9cMIYIOM0tV047g6hcIeQ06lUT2Ss4FoXdHPtHjtfrISLMwlNCZgyJm7oI8fOyw4ha23ZLwhFxLfSMQ1DNQQh93OIEpfcQmC5RqwpbMpYTFUCO6KiiLtEi/kola73nIUaQk/MGls/V3PsvNNFFeX8WdaQQEk3kSvrkdd2tSU+R52zqykJABifK0cKPXFNuM4KZeOKup0I4npD70aCIBY1YsqY9Y8Z6UEEQSxNnuCc380532l9/hkAL3DONwN4wfocAN4LYLP13ycAfO6G7/QK8UevRIeQM7JdfK22K+bg5Sms7xBj62VPUBCXJgq2w+iTT2zCps4GNCScmFrZJ1ooCsMjmzrsm8a5kk+sivsjY44jxjTFVK2g0uNMQvO4a4Da5cJB4pJzLcQxKhFuI7ledAgZSCfCHUIVQwhLtVw4XodQeIdQoWJGTizzdg0ZdodT0LqyNUUqrLdI7k03uf0ekseLqSywVNofGZN/VnyLo+I+ybhqT8hrihCEUq7C6zBhwBMZi3ASAcGRsQ/e3Y1ff/fW0O8Jwzsa/cbcJiZjak2hJ+ZzCIWJOPLxfNmAGuH8WdMu/g3gPLjDSbKqtbYg1JDQ0N2SitwX4BpPXzaoQ4hYUJAgRBDEosbkokOIHEIEQdxCfADAF62Pvwjgg67Hv8QFewG0MMZW3IT91Y3fNeJ1CEn3ULArRt7sT+XLOD82hx+6UzzVi+N5+3H3JLF8WcdYrmT/1v/+dW14/tPvQHdLyi6BlqKF+wb8v/3IDnz5Ew8BQEC/kVeQiKmivHjOFX0KdAjF1QARKkoQEmPn/eKSPLZ/Klio0BBTUNQNzJWiHULiWEZoFEye2zNlLGT/jFnOn0p4H5F8HvmygVKE88d5vqYltoX3+QDArG/yU0xVoAf8rBAeGavuEAovlXYej3IIyahd1LHitnigi5Jz9cqmjN21ugX/+vENod8TRtxyVlXmsUOoFttWNtmR/zChRFPEz3lzdYx2B4QgG4uIjK1try30APVFxgBgk1WaHXWsO1Y213VOgrjRBP+fgCAIYpFgcjFhjKaMEQSxROEAnmWMcQB/wTl/GkAX53zQ+voQgC7r424Al13f22c9Nuh6DIyxT0A4iNDV1YWenp7rsvFcLlfz2CfPiGLoPa+9DIUx5KaKmJg20dPTg6Nj4ubvxNHDMPqdG+LLs+Lm/cDbh8EGNfROC1GCTV1GS4Jh37FefLV8Gb+/v4iUxvA7j4ibuj7r+3JDF9DT02cfTy8W0DeUR09PDy7OiGOdOXkcPZOnnedSFv+DOXT0JDpz53D8nNj3/tdfreoqiSkmzpy/iOd7xGXvu9iLnp7LnjUz4yVMzRro6enB8QvCVbJ/7x40xL3HKlgNyMdOnsH0bAXT8ZLnmp6ZFPvd9+ZbmLugYaYk1l/oPYce41LV9a4UC+gfLGJy1sSM71j29b0o9vNCzyu4cLkMGEbguonREmbyOnp6ejBXLGFseAA9PeNV6+IKcKr3AjI5cc1PHjsKZah6wltMAU6du4CiwcHM4HNevuTsrW+wBL1kBq67ZD2HY2d6xfV5/VXEVQbGDRRKvOp7DveJ9W+9sR+X0wrO9YvPX3ntdSxLOzfvM3MFjI+WA885M1G0Pz5x6ABGTwff9BulAi4PWhHFkP3r1g80x0+L/fddOo+env7A48m/DwBw8vhRxEdPBq6rh1KhgL7hvHXOC+jpGajr++r5ux6GOeM4/c6ePoWeud7AdSoDxqZmAQAH3zqAibPVItmZIfFvxvRcEU1K8OsEACVXs3it59kYA2YrwIE39uNSOkSALIvXUy8VQ8+pmxwpDSjoQP/lS+jpGQo9J3Bt15QIhq5pMCQIEQSxqBEdQuQQIghiyfIo57yfMdYJ4DnGmOduj3POLbGobixR6WkA2LlzJ89ms/O2WTc9PT2odey9hZOIXziPJ594AgDw/YnDOJcbQTabRfnYEPDmATx0/07sWOX8dv3C2BzwWg82br0N2XtWIdk7DuzZi1333o09E2cwXqzgT48aGCtwdDXF7T08e2wIeO0A3vPoTty1usU+3l+d3YdCxUA2+zDevjQJvP467r37TmS3dtpryroJ7P4eVq5dj2x2E94snYJy9iyeeiJbFW1q2bsbLR3tuO+BLcDu3dhx+1ZkH1jjvTYzx3BovA/ZbBYnXzoHnDyJJ7OP2Z07kophAs9/D6vXrgPvu4B1q5cjm91hf72jfxrY9yq23L4d2TuWY2CqALy4G9sDzgkAHcdfQ0NCgz47hY1rVyGbvaNqzdD+S8CJI9i560HsnjyFxvxk4Ou4J38Crw5cQDabhfn897Bh7Rpks7dXrWt89Tl0dC3HHdtXAPv34f777sH969qq1jW8/Cw6lq9AoWyicXY88JxjB/qA44dw7/278I2BoyhrZWSzj1atG3njMnDiMFo6VgAXLuOpJ7JQFYbUq89DUY2qY/ftvQgcPYp3PPowOpuSmD7YDxw5iHvvfwAblzkj05VXn8eaVV2e10Dy/Ykj2DMoRLgfeOIxNCaDXUIdx15DJhVDTGEoqkVks49VreGcQ3nuu2jrWgn0XsTWzZuQfSzY8XN2ZBZ47WUAwH333I1HNnUErquH9uOvweAAxqewdfNGZB/fWNf31fN3PQzdMPHZN59Fvmxgx/Y7kL1rZeC65IvfBzQVQAkPP/gANnU2Vq0xTgwDB99EhTMsa29DNrsr9LzL9j2P0dkSNm/ciGw2/HmuP/oqDvdN47FHHsby5mTgmuHMJXz/whE0NWaQzb4j9FjvHH4b/3xoAFs2bUA2uyl0HXBt15QIhq5pMORXIwhiUcO5KJRm1scEQRBLCc55v/XnCICvA3gAwLCMgll/jljL+wGsdn37KuuxBUuxYnhiP+m4ZncIFfUakbGyaR8DEB0ua9rTODk0i77JAnaubbWjYIDTLbTGVRQrzqnaURQ7wuaLdIgpVQy5khMZE5OcqmMkqbiKfFm341SpgGle7mlZUZO8NIWBQZZKG1Ul1klXhAqILqgG5AQxQ3QIhUwZS7hG2dfqECrpptU1FB7zkl1DUR1CgPXaW+vComApV1ywpFeXbPufw0yxAlVh9rStuMrqGjsftyNj/lLp8Osh96YqDA2J8N+5p2IqilapdFhkjDGGhKbakbd6p4xFTdaqh3gdE7/mG01VcNeqFuuc4ftPuTqawiaD2d1PBq85YW2t9e9ArT6f1a2110lxqlYU7F3buuo6J0HcSEgQIghiUcMBu0OIkyJEEMQSgjGWYYw1yo8BvBvAUQDfAvBRa9lHAXzT+vhbAH7Gmjb2IIBpV7RsQeIvI87EVeQrBjjn4VPGfKXS8s9UTMU6qxvkl5/ajF0b2uxjAWIKkKYwtKS9zo1MQKl02MQsR6wKnh5mP4eyEbp/uaZicJSt0mCFBZfbiiJk8RwLFaNKXJKCSLHsE5dCxRkFk/kKdJMjEyJaSNGpWLH6fMLEGWsvOSlahFyPtHU9oqaMyePJ8fRha7zl0+Hr5DWfLXqnSMU1xY5juQntEPKpR6JbJ/hmXk6/a0pqkdO9pBhYiiiVlnuZLVY8+wrC0yF0jZPB4pojjt7I0ej3rW0V54y4Hhs6MvZ7KGxv8YA+pTBksXQtEU32CEVdj81dtTuEACC7dRlWtaawoaMhch1B3EhqRsYYY0kALwNIWOu/yjn/T4yx9QC+DKAdwAEA/5JzXmaMJQB8CcB9AMYB/ATn/MJ12j9BELc4olSaOoQIgliSdAH4unVzqQH4v5zzZxhjbwD4CmPs4wAuAviwtf67AN4H4CyAPIB/deO3fGWUKobH5ZGKa+DccqdYgopfkEj6xs4XXILQh+5dBVVR8K8fW4+/eLnXdq9Il0oqXu3qEZPNvIJKkNDQkNCQs6eMmYFCjziehnxZjxSEUlY0rFDDKQKIbp1cyQDnERPXLPeNX9jwk4yp6B3NAYA9lc2PUyptRoouUhCbKog+pTBxIxXXkK/U4xASwhGPWOO4w8TxWkLKm+W6mWLFJxIo0VPGZPm0df6qsfMRr5W8HlGF0nJdoWJAVRgak+G3YglNsR1CUe8P93j1a3X1tKVjGMuJPpwbWXx83zohCAW56SRbuhqx7/wEAIQWRq9flrH+nuqhLiLJ2jbx/o+aMgYAT97WiXOjudASdgBoSsawvClZ8/o3JWN49TefjFxDEDeaejqESgCe5JznGGMxAK8yxr4H4NMA/pBz/mXG2J8D+DjEeNOPA5jknG9ijH0EwGcB/MR12j9BELc4pqtDiNPceYIglhCc814AdwU8Pg7gqYDHOYBP3YCtzRv+qFHGGoU+V9ZdU8a8N4lxVUyukoKLjI4lYyqWNyfx/1h9IBmXm8QWhEJGwEuHUCnSISSiYIAQocKcM5mEioGpir2vwHPGnecZNX4cEDe/M4VK4LXwu6Wi4meAEBnkL082dwa7FNwOoai9yXNPW3sLj3kpKFrTw6LXCaGEIVwQkoJBsWKgGOFekkLL2GzJ81rGVAWGUb3e79KS7hJ3ZMwwOQyTh078kiJfLUFIvhfj1kS6MBIxxY4oRk0Z8wte18LmrkZUDg5UHfd6847Ny/DnP30vdq1vD12zZbnTGRT2PDsbk/jix+7Hz3x+f6TYBjiTxmo9z10b2rFrQ/i+JE/d3hkqnhLEQqamIGT9cJGzPo1Z/3EATwL4F9bjXwTwnyEEoQ9YHwPAVwH8b8YY45TlIAjiOuB0CDFyCBEEQSwyZBePJO1yztgOG99NFmNM9LAEOITcyGPlyzraMnHkK8G9Oem4imJFdOGUjeqx85KM5TwALGdTaPTJ7xAKGLPuiz7FI24kY4rjwqnVp1Q7MibWawrD2vYwh5BYIxxCBloz8eBjWc9B9rqE3Vin4xpGZos1I2PpuIqxXDnSOePtEDJCj7WqRcR8BqaLWOkqAo5pCvRK9Xq/8yeoQ8juZ9JCImPSIZQOvl72urgY7Z6Oq5HOH3eHUFT8ydMhdI3dNFu6aosu1wNFYXjP9hWRa7a4BMyo53nf2jZ8/1cej+xxAlyRsXnq8/m9D1UXjRPEYqCuKWOMMRUiFrYJwP8BcA7AFOdct5bIsaaAa+Qp51xnjE1DxMrGfMdcMCNPidrQdZxf6HrOH4Zhou/SZYCb6O8PHnlLXD30Xp1f6HoShBe/Qyjtcs4UdRGrCboZTsacUmanVNp7A5tOOKILABTKuu3icJNxCUdOZCxIEFLtY4nIWIhDKK5irmyEClVB54wsDVYcF45fhJLXR0bGKob4zUhoqbS1l3UdmVAxQu6lWDEiy6LrdgjZHUL1lErnEddUdNSIqRUsx1HYsToaEohrCsq66el+iasMuaAOIZ8TKhYgCJVquK9kh1C9kbFaUcGEpmDcim/dqMjYli5HdIk6583gSsSqVa3pyK8DwI7uZvzco+vx6DVMZSOIpUBdghDn3ABwN2OsBWLCxW3XeuKFNPKUqA1dx/mFruc88ux3sXbtGrw20Ivly1cgm73zZu9oSUHv1fmFridBeKl2CFmCUElEgpKaEjzJK6bakbJixYDCqm+GpegiS3LDJmu5haOoyFgmrmE8lw/ct+d4cQ0FlyAUtM5djlxLGIirDGOzwiEU1LEiI0gAIh1OgCPahMXF3Putv0NIOoTC13kiYyF7a0rFMJWvoDkdLi5J0S9fQ6xSFIZVLSn0js1VCT1GgJvY79KSgkPZVSpdy33ldAhF317ZglCNqGBTMoYThZnIcwJATKkWsq6W1a1pJGMKihVzwU3Cas3EsawxgdHZ0ry4l2Kqgt9+/7Z52BlBLG6u6G8T53wKwIsAHgLQwhiT/+K5x5raI0+trzdDlEsTBEHMO3LKmEIdQgRBEIuO6g4hb2QsTHRJxhSnVLocPAJeiidSLAkThNzCUdRNv7trKHLKWEK1OpAiBKGE4xCq1BAGVjYoGJop2s/bjxj/LjuEpEMo+GZeOoyiBCG3QyjKvSSv73S+7Pk+P2lrclzZMKEqLLTEt6spgfG5MuZKeqSLCBBT1cR4+vCo3Sp7rLhXMCmFdAi5zxnXqjuE5MdR5dlAbYdQJiGK0yfz5cjJVfeubbGj8FEOMkVh9qSsaxVxFIVhszVC/UZ2CNXLlq4GKAw1R8oTBFE/Nf+mM8aWWc4gMMZSAN4F4ASEMPRj1jL/yFM5CvXHAOym/iCCIK4XcsqY+Pjm7oUgCIK4MvyijxRZZKl0uCCk2qPWC5WQsmgp9JQd4ShonX+UORARGSt5RaggUnFV3PDPVezPo85ZyyG0odn5WtA5paMDcKZi1ZrStckVvwlbU7J6emo5YuwOoQjhyO5KihAZuppE18/IbCl8nLx1Dnm8ZMR1k+PC3fta35HB0Jzoi3Ljfw2CImP1O4SiBaGtVjlysRJ9PdwFy7UcMTI2VmtiVj3YI9QXWGQMALavbEZTjetLEMSVUc/f9BUAXmSMHQbwBoDnOOffBvCbAD7NGDsL0RH0eWv95wG0W49/GsBn5n/bBEEQAs4BMGaNnSdFiCAIYjER5hDKWx1CUROpZG9OIcRJ5BQ3O5PBAh1CCcchFNUTk4k7pdJRE66kEDUxJ/pfgkQLWxAqWdGhiJvvjS3RglDKHRmz9x8sqMhrHR0ZE2tKumn19IQLX4ATGYvqGirrJvJlPfSaAUBnYwKA+P962LE0azLXbLEi1kU4hFa3Vk+R2tHdjJIBnBvNedaWdaNmh5AU28LEmXoFoTtXtdgfRzl/7lvbajthavX5yD3Nh6tnqyUW3shS6Xr51JOb8JWff+hmb4MglhT1TBk7DOCegMd7ATwQ8HgRwI/Py+4IgiAikOZDhYn/KDFGEASxuPA7hNyj4ovlqEleqt0NVKqYgS6cjK9UOl82AkulPW4dy8US1FuUSWgo6SZ0Q0zfCu8QEo+Pz5URU4MjUmlfqXTUjfzqRsUuSA5yOCVd4litSViPb1mGn9q1pkZkzBntXtLDha/qUuno6zGVr0QKINIhJI4Vvi6TUDE+Fx1TA4IdQnetbgYAHO6b9pQU+0U5u0PIqL9DqLs1hc7GBLataA7dEwC0ZeJY3ZbC5YlCpNCTSWjY0d2Mg5enago98uvz0fvzyKYOdDQksLIlWXvxDaYpGUNTkhxCBDGfLDzplyAIok6k45uBgTFyCBEEQSw2ihXDc1OfcjlniroROskroakoWDGpsMhY2lcqXSjrwdEy6RCqMfHLmYAmC6/DOoTE8cZz5Zqi0VzZQKlGZExTGO5Y2QQgJDKmqXZfUbnGJKxNnQ34vQ/tiIwWxVTRyycnYdWcMlZj7LwU4YQgFO7o6WxK2B9HrWvLxNE/VbDW1RaE3CLJ+o4GJFXgcN+UZ211ZMzqENKrHUJhr1VbJo79//6d2LEqWhACgDu7W8Sxagg9uza0RZ5Toqni56D56NbZ3t2MN3/7nehsXHiCEEEQ8w8JQgRBLFrcDiERGbu5+yEIgiCujJJu+qaMOeJMVIdQKq6i5CmVjohllQ1wzpEPiYy541tRnTkN7jhbxbDHjAftDQAm5sIFoYSmCNGlXDsyBgB3r24BEFIqHXfEMcchdPU/4jPGkNBUzBaFkBbVDQQA41Y0rpaTaKpQjhRw2jMJW9CIXNeQwIAtCEVExqxSaff+VYVhbZOCw33TnrVhY+cvTeTxnj96GX2TeVscmo9Y1p2WaFTrdfoXD6zBzzy0FiuaU5HrYqqCmBLsbCMIgoiCBCGCIBYtUgBSFOoQIgiCWGxwzqs6hFSFiQlitaaMaa4pYyHrYlbfjCwg5jy44DkT9zqEwgQQORlsulCBbvJwh5B1vPG5UugkMsYY0nHNOqdRU2T40D3deOftXehoSFR9LakptjgW1YF0JSRjCmbsbqDg5xDXFHQ1JXBxPB95zqakuB5D06XIKJiqMHQ0xK1zhq/raIhjaFpMXYs6XnsmjmRMqerCWd+s4PjgjO2mAsIjY29fnsLJoVkcuDhZ0yF0JcgeoVqv09r2DP7rB7bXdP7EVWXBjYknCGJxQIIQQRCLFrcAxBhVCBEEQSwm7IlePtFECiVCEAp3p8iYVDEkMgYA6YSKfFm3e4QCHUKurqGoiFSDtW48J/prwsSqlrToOJmYK4fuS+6lUMeUMUAICH/10Z2BRb/ua1ErMlYvyZjqdANF7G1tewa69duZMHFmk9VXNJYLnx4mkT1C0YJQwjlnxDrGGH7gjuW4Z02r5/H1zaLk+vTwrP1YqUoQEuLKyIwQnvomC/a1nY+y5TtXNWPbiibcvqLpmo8FiMjYQpwKRhDEwof+5SAIYtGjWFPGODmECIIgFg2lSvCI9HRcjHeP6ulJxVTbISTiWyGCUEzFXMmw1wYJQnFVgaYwMWWsEuEQsp0/UhAKXre5swGbOhtg8vA1ci9zriLrqyWpOdeiYpjQFAblGrtkEppSlyC0rj3tfE/IZLO17Rn7mkYdC4DdWxMlHLVn6usaAoA//sg9+Pij6z2PrWkUezgxOGM/5hflGGOIqQyjsyIO1zeZt+N48xEZyyQ0fPeXHsNDG9trL66DmFrthCIIgqgH+peDIIhFi+nuEGKAadb4BoIgCGLBULImY/mdNpm4ZsW8DCRDhJ5ETEWxYoJzLiJjIcJAOqGhUNFRsEbPB00ZE/Et1XYI1eoQGs/JzpzwONhP7VoT+Nw8e4trKNSIqdVDMqagaIlr13os55gqZqwOoajR7mvbM/bHYQ4hVWHYuEy4hGoJQl1WsXRkFMyKldVaF3qODEMqpuK4WxDSTSR8gkpMVWwnUt9kwYnjLUAnjugQosgYQRBXzsL7F40gCKJO7CljVqk0p9AYQRDEoqEY4hBKxVWnVDrCIQSIqE+hHO4QysSFQ8iOjIWIG5mEhrmSnDJWY5y8FRmLioP9yL2rkIqpofuSx5sr1VcqHUXSFRmrGOa8OEUSmtMhFOWIWecShKLWbe0SglCt5+k4hKI7hJx9RjuEglAYw9bljV6HUMBr4L6O7sjYfDiE5psYRcYIgrhKqn9NQhAEsUhwpowxMMZoyhhBEMQiItQhlBBuncgOIevxghwBHzGNzN0hFBotsxxCpYiCZ9shZE3VinL/NKdi+J8/fida0/HQNemEhulCpa4OoShSMRUl3UTFMK/5WJJETMVM0YqMRbhw1lqRsZgaHVPb3NUojlWzQyhRc117gzsydnXPddvKJnz70AA452CMBV43tyDUvxgcQgtQqCIIYuFD/3IQxBLn86+ex1+8dO5mb+O64BaAqEOIIAhicSF7b/zCSjquYbZoTfIKmzJmPT5X1lE2zFC3joyfFWoIQpmEVveUMadUOvrH6PffuRKPbOoI/Xo6piJf0lEx+DW5TtZ3CJfO2ZGcKEeeB2GgIaGFOrjcSEGo1jm32oJQrchYbYdQe8YR2Wq9BmFsW9GEmaKOfmt8fVCPU9w1tatsmPZaEoQIglhK0L8cBLHE+e6RQXznyODN3sZ1wesQAkgPIgiCWDzI0uLmVMzz+LJGZ5R51JQxAJjKV6zPw0WcfNmInDImH8+XxHj6MDFCxs2cUukrjyt59+ZM8roWkeGOlc0AgKP900JcmgfB4oP3dNsfR7l1GpMxdDTEI3uGAGCLFIRqCDgPb2rHb7xnK+5b1xq6xusQurrXQE73OjEoJo0FRsasz+XUuN7RnHh8AY53f/K2Trx7W9fN3gZBEIsQEoQIYokzV9KRs4ohlxpSAFKY+MfMJEWIIAhi0TBpiTmtaa8gdGd3sx3PCRNdpBAwUUOcEVPGdOStUul0LLgtIROv7RBSFFE+bZ/zKsUIe29x1Ra0rjb6BAAbOjLIxFUc7Z9GOSLydiX84I4V2LgsU9fe1rZnaq5Z1ZpCWyaONteEsCASmopPZjdFCj1NSc0WZa72ut22vBGMAccHZmCaHLpZLaRJx82ObiG4Hbg4BU1h1ywEXg8++vA6/Mq7ttzsbRAEsQghQYggljiFioHZ0tIUhKQAxKxWaeoQIgiCWDxM5YWw0uLr2dmxqtn+OLRU2nL6TOZrCEIJ1eoZqtEhlJCTzaI7eNJxzR5FHuZKqpd0XEPZuPZeGkVh2LayCUcHZlAxOGLatTtYVIXhV9+9FXFVQWdjtIhz75oWrG5NR65RFIZv/8Kj+Dfv2HDNe2OM2aPnr9YhlEloWNeewYnBmdDXwC8IjeVK+OjD6yiaRRDEkoJKpQliiTNXMjC3RAUhqf8o1pQxcggRBLHUYIypAN4E0M85fz9jbD2ALwNoB3AAwL/knJcZYwkAXwJwH4BxAD/BOb9wk7ZdF5Nzwh3T4nMIbelqREJTRHwrtFTaEoTmoid+SedPrchYJq4iZ/2/MkpkuH1FI145M1ZzXT24p2X5RbErZXt3M/5+/yUkYyp2rW+7pmNJ3rdjBZ68rbOmI+Yz7729ruOtbEnNx7YAiNHzQzPFqxo7L9m2oglH+qedsuiQDqEVLSl0NiagMEYuHIIglhwkCBHEEqdQ1lGoGNANE9oS+62W2yEUMdyEIAhiMfNLAE4AaLI+/yyAP+Scf5kx9ucAPg7gc9afk5zzTYyxj1jrfuJmbLheJvNlNCS0KsdFTFWwbWUT3r40FVEqrVjHsDqEIqaMmbz2uvaGOCbnykhoSmQM6YfuWmkLQtcaHfrZh9fjnjWtUBjD3atbrulY21c2o1gxUdJN/MKTm6/pWG7qeY7qTfgfsOwRupao3baVTfjOkUE7Aug/lnxftmfi+OyP3omOhoQ9aY4gCGKpsLTuDgmC8GCaHHnLJj9XMm7ybuYfaQhi5BAiCGIJwhhbBeAHAfyV9TkD8CSAr1pLvgjgg9bHH7A+h/X1p6z1C5bpQqXKHSS5a1ULgHBBQgo7MnYWOj3MenwsV0IypoSORl/bnoFucsyVjcj41nu2L7e/frUTriRxTcH969pw39rWaxZV7rRidh+6uxvbu5trrF78dGTiiGsKruUtfvsKUXR9uG8KQHhkrDUdxxO3dXqijARBEEsFkrkJYglT1A1bNJktVdAc8oP3YsUplRZTxkzz5u6HIAhinvkjAL8BoNH6vB3AFOdc5oD7AMhxUN0ALgMA51xnjE1b68f8B2WMfQLAJwCgq6sLPT0912XzuVwu8tjnLhehGTxwTWxWOHpOHj0MPlAt9ozmxT/4J8/3AQCOHzmESl/1ust94jinLw5Cgxm6n+lJ55cmg/2X0dMzHLrvO9sZ3hwG9r3+KrQb4I6pdR0BMXXzX++I467Wyev2ei4kUsUKutO4qucqr+d0UbyHvr3nKADg3JnT6JnrtdfNzhTF48cPoXSZfoceRT3vUeLKoGs6/9A1DYYEIYJYwsjOBAB2N8JSwrTHzguHEAc5hAiCWBowxt4PYIRzfoAxlp3PY3POnwbwNADs3LmTZ7Pzenibnp4eRB37D4+9htWtGrLZXVVfu7+kI93Zi599YmNgV8/obAl4+XnEG1uBoTE8vGunPX7dTe7wAHD0bfBEA5oz5dD9bM+V8Hv7ngcAbNmwHtlseOxq1bYcXjkzinc+sj50zXxS6zpKnrj+W1kwZK/he+X15Jzjv+5/DocmFAA6Hr7vTmS3dtrr/vbiGzg6NoIfyD6CZTWKtW916n2PEvVD13T+oWsaDAlCBLGEybtiYktx9LzdIQTLIUR6EEEQS4dHAPwwY+x9AJIQHUJ/DKCFMaZZLqFVAPqt9f0AVgPoY4xpAJohyqUXLFP5Mta2BU+nyiS0yAJfGRGbqKNUGgBGZotoTIa7ZNszcTQmNMyW9JoTvzZ1NmBTZ0PkGmLhw5iYzvba2XE8tKEdj29e5vm6jIyFxRoJgiCWAuR/JIglzFzZEYGW4uh5f4cQpw4hgiCWCJzz3+Kcr+KcrwPwEQC7Oec/BeBFAD9mLfsogG9aH3/L+hzW13fzBfSP4oGLk/ji6xdwbGDafmxyrozWq7zZTlqizZQsiw7pENq6XKTthmdKoRPGACEOrOvIALi2omJicbFzbRta0zH8rw/fVdUvFVMVNCWrS88JgiCWEuQQIogljCcytgQdQo4gRA4hgiBuGX4TwJcZY78L4G0An7ce/zyAv2GMnQUwASEiLRh+62uHcXo4BwB4+defwMqWJGaKOpqvcty6piqIqQzjcyUAQDJkBPzKlhRuW96Ik0OzoS4iybqODI70TyN+jePkicXDLz61Gf/68Q2B08PuXNUMncoJCYJY4pAgRBBLmLzLIXRLdAgtnF+GEwRBzBuc8x4APdbHvQAeCFhTBPDjN3RjdTIyW8Tp4Rzeta0Lzx0fxomhGTQkxY+gV+sQAoB71rRi//kJAOEOIQDIbu3EyaHZSIcQAKxvF/G1WpExYumgKix0lPzPPbbhBu+GIAjixkP/xyOIJcySdwhZf4opY4wcQgRBEAuQPedEldHHrBLmsyM5TFrj4luv0iEEAD9+3yr746iY1xNbRTdMOh79e1CKjBEEQRC3GvR/PIJYwuSXeIeQXSpNDiGCuGoMUlKJ68yec+NoSmp4YH0bVjQncW40hylLELqWwt737ViBdFxFKqaCsfDx7/eubUVLOobmGufa0iX6hppSVCJMEARB3BrUFIQYY6sZYy8yxo4zxo4xxn7JeryNMfYcY+yM9Wer9ThjjP0JY+wsY+wwY+ze6/0kCIIIZm6JTxnzdwjRbS1BXBlH+qZx+398Bkf7p2svJoir5LVzY3hwQztUhWHjsgacG8lhck6UQV+LQyiT0PChe7rR1RQ9EjymKvjHn38Iv/LO8KllALC9uxlf+fmH8OimjqveE0EQBEEsJupxCOkAfpVzvg3AgwA+xRjbBuAzAF7gnG8G8IL1OQC8F8Bm679PAPjcvO+aIIgqRmdL+Pm/eRPThYr9WMGKjDUmNORKlbBvXbRwX4eQSQ4hgrgivrTnAsq6idfOjt3srRBLlLcvTeLyRAGPWCLLps4GnBudw8Q8RMYA4D/+0DZ8/ZOP1Fy3uasRyxqjhSMAeGB9G1Ql3G1EEARBEEuJmoIQ53yQc/6W9fEsgBMAugF8AMAXrWVfBPBB6+MPAPgSF+wF0MIYWzHfG1/ojOdKFF8hbihvXpjA948N4/jAjP2YHDu/rCmxREulxZ8MTAhCNAyEIOpmtljBtw8PAgAOk0OIuA4YJsdvf+MoupoS+JF7uwEAG5dlkCvpODU0CwA1Y1y1SGgqWjPXJioRBEEQxK3KFU0ZY4ytA3APgH0Aujjng9aXhgB0WR93A7js+rY+67FB12NgjH0CwkGErq4u9PT0XOHW6yOXy123Y4cxWTTxay8V8Cv3JbC9Y2kMcrsZ13EpMx/X0+QcUyWOtqTQdfddFg6gfQfeRumyeN+dPFtGTAFYuYBLA8Ul9xpenhUK0PHjx2AaOmaL9D6db+jv/vxyI67naN7EG8M6nloTQ0INdjrsvlTB0TEDhYqBrjTD/jND9DoT887rAzqODeTxZz91LxqTQvjZ2NkAAHjz4iRUhaEpuTR+TiIIgiCIxUjd/xdmjDUA+CcAv8w5n3GX93HOOWPsiuwwnPOnATwNADt37uTZbPZKvr1uenp6cL2OHcaBi5Mwel5Hy6rNyD649oae+3pxM67jUmY+rueX91/Cf959DG/8+3eiMRnDsRfPAsdOYcPWbcjetRIA8PzUETSODmFlZxNyJR3ZbG1b/WLi+MAM8Nor2LH9DuwdPIRMPI1s9vGbva0lBf3dn1+u9/V84cQw/suXDyJX0jGltuFzP31fVfxlYKqAn31mNxKagsc2d+CRTR34/e+dxJ33P4w2cloQ88jgHEdcU/De7cvtxzYtE4LQoctT2NzZEFkGTdcR6xkAAEJeSURBVBAEQRDE9aWuKWOMsRiEGPR3nPOvWQ8PyyiY9eeI9Xg/gNWub19lPXbLICdnzC7BEl9i4XB8cAbFionR2RIAYHJOvO/yrmhYvmQgHVfRmNSWZKm0M2WMUYcQccvDOcfvfucEVjQn8YtPbcazx4fxuZ6zVetePSP6gr75bx/B33x8F+5c1QwAOEKxMWKeKRkc6bh3AtiyxgTuX9eK99yxHF/42AM3cXcEQRDE/9/efYfHUV6LH/++K2klrXqXrGJLltx7t7HBGBMIJUCAGwihh5KQhISUm/7LTeWmknZJINSEQGihmoABG9vg3uRuyeqyeq+72t3398fMjiRrV7axjNb4fJ5Hj+XZ2dmZo1lp5ux5zyvEicwypoBHgANa698OeOgV4Gbz+5uBlwcsv8mcbWwR0DZgaNlZobXbGLrT0fvxa+IrgkdZUzcAzWYiqMU877pc/TOLdbuMhFCUPfRj2UPIx2bebMjs2eJMdLx+c//eWcXz26uOu50DNR2UNnZxyznjuO/CCVwwKZXH3i+jt88zaL31xY2kxIQz0Zxie3qmkRAqrGz9cAcgRAAuDzjCQgYtU0rx3N1L+MuNc8mMjxylPRNCCCEEnFiF0DnAjcAKpdQu8+sS4H7gQqVUEbDS/D/AKqAEKAYeBr448rsd3Fp7fAmhE7sB31bWbM0GJcSJKm/qAgYmhIZWCHW53DjsoUR/3CuEMGYak0bu4kzT7XKz+Bfv8uy2yoDr/HnNEb7x3G5eKzw67LZW7anBpuCiqcbwnNuW5tLU5eLV3f3P83o17xc3sjQ/2araiIkIY3xKFDsqWkbgiITo5/RoIuwhx19RCCGEEKPiRGYZ26C1VlrrGVrrWebXKq11k9b6Aq11gdZ6pda62Vxfa63v0VqP11pP11pvO/2HEVx8Q8baT6BCqKnTybV/3TjszYAQx+rzeKlu6QH6E0G+f/1VCMWEh9LpcuM9A0toPF7N6v11fpM9vsOx2YykkOSDxEflUG0Hr+w+av2+/7BKGrqobe/lJ6/tp76jF69X85PX9vPe4QbASHJWNndjU/Dlp3dy0e/Wcf1Dm/jtW4cGvSe01qzaU8OivCSSo42ptZeMT2JCWjSPf1Bmrbe/pp3mLhdLzSnAfRbmJbG1rAW3R6bqEyPH6QGHJISEEEKIoHVCPYTEyekfMnb8ioyqlh60Npp8CnGijrb24DazIU1mhZDvvOsa2EPI5bEqhLSG7r4zrxLt7QN13PHkNraWGdULLreX+/61iyMNndYNsVIKpaSHkPhoPLOlgoseWMdXnt7J1Q9+cEq/vyuajaGfHb1uvvlcIb9/p4hHNpTyzJYKABo6nDjdXu67cAL3rZzAmPgIWnv6+MO7xby5r87aTm17LyWNXVw4Jc1appTimrlZ7DvaTl17L4BVBbR4fNKg/Vicl0Sn083eo+0f+liEOJbLo4kMk4SQEEIIEawkIXQatFhNpY9fIVTTZtxI1JuNgYU4EeVm/yDobybtGzrW5RqYEHITFR5CdLgx3e+ZOGxsl9nXxHfTXdLYyYs7q1l/uMGqEFLm1xlYACWC0LayZnYOM3zque1VTEiL5i+fm0t9u5NrHvyAIw2dH+q1fO/lb39yEhuKG/n9O0UAHKztAPoTRlMz4/jyBQU8dusCXv3SOUxKj+F/Xt1nJYDLGo31ClJjBm1/Ya6R+NlS2gwYFUlR9hAy4iIGrbcoz1hv45GmD3UcQvjj9ECkXaaVF0IIIYKVJIROg7aT6CF0tNX41LZBEkLiJPj6B0WE2WjqcuH2eK0hit3OoUPGfDd/B2rPvE//C6taAajvMN4rtW3Gv0YTbSMDZFMKpRQayQiJU/et5wu59fGtNHY6+efmCsoau6zHGjqc7Kho4ZLpGVw8LZ2n71yEy+Plv/6y0UrKer2aRzeU8sruo7y0s5pf/ucgv3rz4KDt+FQ0d5MYZefu88bzwheWcNPisdx6zjjKmrrodrmpbDESPdkJDus5oSE2vn/pFGraellvzhjm+50wNskxaPtTx8TisIewtcxMCDV2kZsSNWSq75SYcApSo9lYIgkhMXKMCiG51BRCCCGClXxscxqczJAxX9WD72ZXiBNR1tRNRJiN/NRoWrpctPX0Wf1zBlUIOY2m0kvyk4iLDOPlndWcPzF1lPb65GmtKawypsKua3ea/xrvlbaevv4KIWVWCEn7E3GKWrpclJiJm4sfWEdjp4sxcRG8dM85pMZG8O7BOrTGGpo1LTOOP392Dp95aBMbjzRx6YwMdle18uPX9lvbDLEptNb8e0c135o9OBFT0dxFTqKRxJmVHc+s7Hje3FfLY++Xcbiuk4om429EVsLg2Zhm58QDUFTXwcXT0ilr6iYsRDHmmFmbQkNszB2bYFUIlTZ2Mis7we+xLx6fxPPbq+jzeAkLkZt4ceqMHkJyqSmEEEIEK7niG8Dj1fx5TTFt3ac2XXzLSTSVrjGrHWTImDgZ5U3djE2MIjEqnOYulzXlPBhVQWAkU7r7jAqh8NAQLp2RwZv76gb1GAp2ZU3dVmLVlwiqbTPeKy3dLqtJts3sISSzjIlTtcusSFuQm0hjp4tbloyjtaePLz29E4DV++vIjI9kSkas9ZzZOQnYQ23sqjSGmR2uM4Z7PXTjXF7/ylIO//STvPKlpbT29PHg7sG/6yuau62EkM/kdGPbB2vaqWzpJi02nIhj+rBEhYeSGR9JUX2nuZ0ushMchNgGJ5wA5o9L5FBdB/XtvVS19JCbHOX32D8xJZ1r5mYNqjIU4lQ4PQw5d4UQQggRPCQhNMD+o+386s1DvLmv9pS240sodTqPP6vTUbOHUGt3H063XISLE1PV0k12ooOkKDvN3S5rpqPIsBAr4dPb50Xr/k9nr5qdSU+fh7+8d+SMOdd8w8XiHWFW0rTWTAy1dvdZA8R8FUKSDjozHW3tob49OKokd1W0ohQ8cvM83vvmcn70qal8dWUBW0qbKaxqZd3hRi6amj5oyJU91Ma0MbHsrGgFoKiuk4gwGxdMTmPqmDhCbIppmXF85YICDrV4qTT7AvV5vBxt7R0yzCsrIZIoewgHazv8Jox8JqRFW8mnssZucpL8r7cgNxGtjd5HWsP4FP8JoaUFyfz4imnEOcJOKmZCBOLyaJllTAghhAhikhAawNfguaHzw1fr9Hm8dDjdxIQbszoNHL7j9zVbe61PdBs7T236YhE83B6v1bPjdGjqcpESYyfBYae502X1LslMiLQqhHznXlS4cTE+NyeBZQXJ/PHdYm58ZMuQbe6qbKX7OOfrSPvTu0XDNu8trGojPNTG4rwkK2FQZyWEXNasYgqZZexM9oV/bOc7L+75UM/92/oSLn5gXcDKt/bePn7w0t4TTjjtqmxlQmoMMRFhjE0yEieXzRgDwNef3Y3L4+Wq2ZlDnjcrO4E91W30ebwcru9kfEr0kGqdi6amA0aVERiJMI9XD0n42GyKiekxHKhpp6q5e1D/oIEK0mIoaezC7fFS3tTFuCT/iZ45OQnEO8J4ZEMpQMAKISFGktbaaCotFUJCCCFE0JKE0AC+4Vun0uDZ11A627zAbx+mj5Db46W+o5dJ6TEf+nUP1rZTLVPWfyQO13Xw41f3H7fqC+DFHdVc+5eNVAyYDWykaK1p6XKR4LCTFG2ny+WxkiRZCZFWUqeqxTgv4h12wLjJfPK2Bdy0eCzby1sGHUdbdx9XP/gBj6wvHfH97e3zsPFIE5uOaVZb0tDJr986zBMflAV8bnlTF7nJUYyJj6Su3YnW2moq3Tqgb5LNrBDyeDXvHqyjzyPNhEbbvqNtJzQde5/Hy/6adkqbhjZcPh63x8vD60s4WNthzc717sE6fvTKPuscWHOwnr9vKudrz+7C69V0u9x847nd/Oz1/RSZ1TU+Wmt2VbZa/Xl8xsRHMjsnnqL6TsanRDEtM5ZjzcqJx+n2cqi2g+K6DgpSo4esk5scxZgoZSWEfDOM+asAmpwRy+6qVmrae62/J8fKT43G5fays7KVLpdnSKWRjz3UxmUzMqzE8ThJCImPgMvjRQORUiEkhBBCBC1JCA3gSwg1nkKFkG/oTnai0dhzuKnn6zqceDXMyIoHGPYT7B6Xh7fNm4iB7nlqBz98ae+H3l9x4l7YUcWj75dS3nz8JM8Os+qlqvXkEkJa6+MmMzqcbtxeTWKUUSEEcKTBuJnOjI+k06yUeGNvDaE2xbkFydZzlVLkJkfh8Wpae/rPzZLGTjxezbbywNU6H9a1f9nI9Q9v4nN/20xvX/9QtVV7agCsptH+NHQ4SYkJJy02nJ4+D51O94AKoQEJIZtRIdTY6eK2x7fxemHNiB+HOHFaa25+dAs/fPn4v5tKGrro82iOtvacdA+o9w43UNfupCA1mkc2lHLFn9/ntse38fgHZewwz2Xf+fV+cRM/W3WAH72yjxd2VPHExnJufXzroNfcUdFKW08fs7Ljh7zWpdMzAGPo5bEzdAHMNp+zvqiRo229FKTFDFkHYHZqKFvKmmnqdLKn2ti3sX4qe+4+bzx5ydFoHbiiZ4L5Gr6/DYESQr79BkiODic2QoaEnSmUUhFKqS1Kqd1KqX1Kqf8xl+cqpTYrpYqVUv9SStnN5eHm/4vNx8eN1r73mNWqUiEkhBBCBC9JCA1Q6xsydgoVQr4Zxnyf+A4301iN+en5rOw443WHSUQ9v72Szz+5jYMDpg3XWlPd2sOOihZppvshvV/cyHde3HNC8TtYY1QTlDR0Hnfd3eZNaH37yZ1L/9hUzrL/XYNnmCqkFvNT/gSHncQoX0KoE3uIjeTocHr7vLg9XlbtqWFJfrJVIeSTHB0ODE58lpnVGburWkf0XPJ4NQdq2kmPjcDt1YOq2V7fY/TqKmnssirrjtXY6SIlOpzUmAgAKpt7aOpyERaiaO/to8+cVsyoDup/3ukcrneyhksKf1wV13fS2OnigyNNuNzDJzh9v9N6+7yDmqOfiGe2VpIcHc4/71jEpdMzcISFcNd5eSiFNX16YVUrc3LiuWFhDo9sKOXZbVXcfd54fnLFVKpaethfY7y+x6v50Sv7SIkJ55IZGUNe69NzsrhqdiafmZ/jd1+yEiLJjI/k4fUlAH4rhAAWZoSgtebSP2zgN28dYkFuImmx4UPWy0508NI95/DQjXO51M/+gFEhBPDGXuO95C+x5DMnJ4GcREfA/RJBywms0FrPBGYBFyulFgH/C/xOa50PtAC3m+vfDrSYy39nrjcqeswPAKSHkBBCCBG8JCE0wNFhKoTcHi//3FwxqMLBn6EJIf83OE2dTrabn2BPz4xHqcHJg6OtPby8qxq3eZd7oNZIRmwfUMHR4XRbN1Hlp2Fo0kehraePZ7dWntAwrNPhhe1VPL2lwpqpZzi+G9cjx0kI9fZ5rEavdSfZKPdgbQe17b1W42R/fMM+EqP6E0IlDV0kRIURHW40kN5S1kxlcw+XTk8f8nwrITQg8VnaaJw/rd19lI3gudTQ4cTt1SwZnwQYMyoZr9fFgZp2zpuQAsC+6qFVQlprGjqdJMeEk2reMO89aqw3PsWonPA1cFdKUdVhvFfSYsMHvU9GU2VzN7N/vJr3DjeM9q58pLaYCblul2fYHlEAB2r6h20NHGLW5XTzzJaKgH2tvF7Ne4cbuGxGBikx4fzh+tk8fecivvPJyUwdE8sHR5rweDV7q9uZkRXPz66azv/dMIdbzxnH11ZOYMWkNJTq7+fzr62V7Klu44eXTfFbQZMYZed3n5lFSszQ5A0Y5+B3L5lsvT8nBKgQyokN4V93LSYizMbyiak8fut8vxVHYAz1+sTU9IBTwEeHhzI2yUFFczcpMeEBew359u/xW+dz/9XTA64jgo82+P7ohJlfGlgBPG8ufwK40vz+CvP/mI9foAKdYKeZr5+dDBkTQgghglfoaO9AMKkdpofQ+uJGvvtvo+npZxf6/4QY+qeczwpQIeT2ePnBy/t4fnslfR5NqE2Rk+Qg0WEfVCH00LoSHv+gjCc+KOORm+dzyEwI7Shv5YaFY4HBCaSdlS1nRF+IPo+X5i4XabFGxceru4/y/Zf2EucIsxqufpR81QFrDtYHvIEDIwlTZ8a7pGH4Xif7jrZbFT71J1lt1mQ2Fi9v7CIzPtLvOr5zLCHKTrTZMLq6tYdlBclEmQmh1wprsCljGuljpcQYSaSB51t5UxdhIYo+j2ZXZcuINZ31VQQtykvixZ3VVJkJIV8/oa+uLOC9ww3srmpjSX7yoOd2ON243F6So+3W+bLHrLyamB7DwdoO6+bbpuCGyXbciePo7fPw+3eK6OjtI2aUh8YcruvA7dW8safGSn6dDbaUNpPgCKO9182G4kYW5iUNevyF7VWMTXIwb1wiB2vbsYfYcHm8VLf2MC0zDrfHy5ef3sm7B+vZUdHCL6+ZOeQ1atp7cbm9ft+3S8Yn8/j7ZeytbqOnz8OMLKMK85LpGVxiDv1KiQlndnY8q/fX8dWVE3h5VzUT02K4LEA1zom4ZHo6501IYXt5S8C+P2BMA7/mG8sBAiaDTtQjN8+ntdvFtMw47KHDf8aTlyLVQWcipVQIsB3IB/4MHAFatda+C4wqwNfpPBOoBNBau5VSbUAS0HjMNu8E7gRIS0tj7dq1I77fZW1GQujIoQOsbS0a8e2fTTo7O0/Lz+hsJfEceRLTkScxHXkSU/8kIWTyNasNsSnae9043R7CQ/s/1fIlZFbtqWHJ+CR+s/owB2ra+emV01g04GbHN/QlJ0BT6U0lzTy9pYKr52Rx4ZQ0MuIiiA4PJSUmfFCCp7ypi8QoOzsqWnlmayWHzdffWdn/aXt9R38Vya6KVq6anTXsMa7aU0NxfSfn5Ccxd2zicWOyvbyF94sbufPcvOOuG8hvVx9m05Embluay0VT0/jBS3t5Y28tO35wISE2ZU2//Pj7ZaclIVTd2kNkWIhVSTNQb5+HYrMyaO2hBu46b/yQdbqcbv65ucK6ubOH2AImhGrbevnCU9utKp2YiNCTrhBq6jLOgfLmbpYEWKe5yzjHEh12oiOM10qPjeBX18xkc6mRaNlX3UZGXCQJfo67f8hY/6x2ZY1dzBubSGFVKztP4Fw6nj++U8TRth6WjDeSPDOy4wgPtVkVQmWNXdhDbMzIiicn0cGag/X0uNx8bvFYa3iYr4IpOTrcSgj5pqGfaDZi9yXHlFLkJ4Sw/LzxrC9qQGsj6aCBmxePwzZgtievV7P6QB2ljV18fmkuoQGqL0aCLyG25lA9WutTvvkPdu29fbR197GltJkl45OpaethfVEjX//ERGud1wtr+Ppzu1EK7lyWx/6j7Swan8S6ww3WMNr/W3uEdw/WM39cAs9uq6IgNYablowd9Du5vNF4H47z0zdncV4SD60rsYZv+fq0HevCKen8738Osu9oG9vLW7jj3LxT+hkppfjzDXOoae0ZMsOYv3VHQr4MAfvY01p7gFlKqXjg38CkEdjmQ8BDAPPmzdPLly8/1U0OsbWsGTZuZP6cmSwrOHsS4qfD2rVrOR0/o7OVxHPkSUxHnsR05ElM/ZOEkKm5y4XL42WSWXnQ2OkaVKHhS8hsLGni7n9sp6qlh26Xm/VFDYMSQnXtRlJpTJz/ptK+G+Kvf2ICYwZsPyUmfFCCp6K5mwXjEilp7OT57ZV0ON1kxkdS0tBFa7eLeIfdqmRKiQlna1kLm0qamJUdT4SfBo6r99dxzz93oDX8drVRmXHvBQVDbkrcHi+/evMQ7xyst5IlDnsI+ScfUo40dPLnNcXYQ2zc/Y/t3LAwh2e3VeLVxtCQ7ESHNRPWxpImnt1aicvjpbKlm5sWj/NbIeP2eLnlsa2smJTKbUtzA7621ppHNpTyyzcP4bCH8IurpvPJ6YM/+S+u78Tt1eQmR7G1rNlvRckPXzYa0PoSSudOSAk4BOYnr+1nZ0UrYPxMcpOjBiX5Xis8ysPrS7loahpTAuy3r0KobJgZl6weQlFhxESE8b1LJnP+pBTS4yJw2I239OG6TmaavamOFRcZRliIsoZGaq0pbeziU7OMqbVX7allVnY8V87KHJRIOVHlTV38/p0iQmzKSqRlxkeSneigstn4eZc2dpGT5CDEppieFcfrhTVsKWtmzaEG/nXXIhz2UCthlRwdTnR4KA57iFXRNTndmOXJlxAauJuzsuOxKfjRq/sBo9HuiklpaK15fnsVD753xErqbStr4U+fne33PXMievs8lDZ2MTlj6KxTANXm+V3X7uRATQdTxvhf71her2ZTSRM9fR7m5yaeMU2Av/1CIavM3lALchNp6nTypzXFdDrdRIeHUtvWy3deLGRmdjxTx8Ty13VGwua2pUlsLmmyhu2+tb+WhbmJ/OPzC7n1sa38bNUB/m9tMYvykvjBZVMYEx9pNXfP8ZMQmp+biD3UxmuFNUSHh5IXoOLtillj+O3qQ3z5nztxezXnT0w95RhEh4cGbCgtxKnQWrcqpdYAi4F4pVSoWSWUBVSbq1UD2UCVUioUiAOa/G7wNPMNGZMeQkIIIUTwkh5CJt8MY76hBY3HDPU5VNfBmLgIPF7NwdoOfnbVNLITHVQ09/e86HF5eHFHNUvzk4kIsxmNb3sGVwhVtnQTFqKsigefsUkOShu70Frj9WqqWnrIToxkaX6KNYPUZ+ZnA1hJB1+y4cIpaeyvaee6hzbxxad2WH2HfJo6nXzl6Z1Mz4xj83cv4Oo5WTzwdhGP+5nu+w/vFPHXdSVkxEXwo8unsDA3kYfWleDyDO3xc7zmw7/6zyEiQm28963lXDYjg6c2V+BrFVRifrpf1dLNjKw4ouwhfOuFQr7/0l7++l4J1zz4gd9ePS/uqGZDcSOPfVA67Ov//p0ifvr6AZblJ5OT6ODLT++0Eik++48ayYUvnDcet1fzzoH6QY+v2lPDCzuqSI+NoLnLRXJ0OAtyE2jqclmzyfm8d7iB1/fU8JUV+Xx2YQ43LRpLWmwEdWaSb291G1/65052V7by3qHA/WR8SZryxsB9fJq7jabKvkqkO87NIz/VuAGNMi+8e/o8fqeyBqMyISkq3DrHW7r7aO91My4pim9ePJHkaDv3Pbubb71QOORc6u3zsKmkadieT79+6zBur8bp9rLxSBMxEaHERISRnRDZXyHU1MU4swHuvRcU8KPLp/D762ax72gbP191YFAsfBVNl0zPIDUmgmUFydZsSr4hY4r+jFBMRBhzxxoNdFNjwnns/TIA1hU18s3nC4kMC+GP18/mR5dP4e0DdfzlvSNDjkFrzfvFjdZ7MpBvPLebT/5+Pd95sdBvr5vq1h7iHUYy550DQ2cJDOQXbxzgs3/bzO1PbOO3bx0e8vjb++tY9st3+aufffc5XNfB/60t5vsv7bF6LZ2qHpeHJzeWcc8/d3Dfv3YNqoBr6+nj7f31zMyKY1Z2PCunpDE7JwGv7u8R9cbeGtp73fzm2hn8/KrpPHrLPOaPS2Dl5DQy4yOpbu2hy+nmQE0HC3MTCQux8ffbF/DEbQs4f1Iq7x6s5/dvG0NPypqMKrOMuKGJ4+jwUFZ9ZSk/vGwKv752RsDE5pj4SD49O4uSxi5iIkKZc8x080KMNqVUilkZhFIqErgQOACsAa4xV7sZeNn8/hXz/5iPv6tHadYJ3yxjHzbhLoQQQojTTyqETL6E0PSseJ7dVjWoj5Db46WovpObF49l3eFG0uIi+NTMMTy/vYqKAZUcT2+poKnLxZdW5KOUIiYibEiFUFVLD2PiI4cMJ5iQFkNHr5u6didKgdPtJTvRQXaCg0ffLwXg2nlZPPD2YXZWtHD+pFTqO3oJD7Vx7wUF5CZF0eF084d3irjjyW1cPnOMVeGxrbyFnj4P/+/yKaTFRvCra2ZQ297Dn9cUc/2CHOtibUdFC39aU8w1c7P49bVGz46CtBhu+Ntm3q+284kB+/vU5nIjeXTjPL9TNDd2OvnPvlq+vCKf1JgIfn3tTEJtiiljYvn5qoOUNnRy3oQUKlt6uGhqOg/dOI+GDidxkWF0OPu44W+buf+Ngzx80zxrmz0uD79dfZiIMBuVzT3srW5netbQKphXdx/lgbeLuGZuFr+6ZgZrDzVw6+NbKarvZEFu/1C5/TXtRNlDuGpOJg+vL+EP7xRx6YwMq4Hry7uqyYyP5Lm7F3PBb95jckYM480eHEcaupg71qga0lrz6zcPkZPo4J4V+dawlp++tp/6didaa/aZzZCnZ8YFnE3O5fZaQwyHm9q+udNFgsPud8iJI7z/LT1cg9nkGLuVcCk1k3O5yVHMyUngjXuX8Yd3ivnd24fJiIuwhvt09Pbx+Se2sbm0mXPyk/jNtUaD3S2lzSzMTcRmM2b+enX3UZbmJ7OhuJFNJU1WzHISHWwra8Hr1ZQ3dVs9dSakxVh9YF4vrGF9kdHqwkoImT2PfOck9FdJWQmhY0Lx2K0LsIfYeGjdEX791mGK6zv4oLgRe4iNF76wxDrnNxQ38dj7ZXx+WZ6VYAN4YUc133huN2AMybnz3DyunJU5qEfLe4cbeK2whrljE3hmayWHajt47JYFxDn6q3mqW3uYOiYWZ5+X36w+zOt7aihv6uau8/L46soJ1nq7K1v585piNJAaE85Tmyv4zLxsShu72Hik/8P9Jz4o44mNZZQ0dBETHsov3jhIelwEV8zKtNZxe7zc+69dvF5YAxjVU0fqu3jwc3OIDg8dNESuvqOXP75TzOUzxwx6b/iz9lA9//1CIXXtTrISIqlq6WFqZhy3m5V6b+2rxeXx8qNPTWV2TgIAEWa8CqvaWJiXxPbyFsbERVgJzBWT0lgxKQ2AjPgIjrb2sLuyFY9XM2dsgvmzVZw3IYXzJqQQZrPxauFRfnD5FMobu8lKHPq71Cc/NcZ6neHcvXw8z22vZFlB8mkdPijEh5QBPGH2EbIBz2qtX1NK7QeeUUr9FNgJPGKu/wjwd6VUMdAMXDcaOw3Q02f8PfNVrgohhBAi+MjVr8k35fz0TLNCaGDD3eZuXG4vE9NjefGLS3j4prkopchJdFg37lprHn2/lAXjEpk/zrixiokIpbypmzUH+ytPKpu7yUoY+om2rw9EUX2H1VcnO9HBwrxEwkIU6bERZMRFMik9lh2+CqEOJ6mxRn+VO87N474LJ/DNiyayq7KV+57dbc30U1jVSqhNMXWMcWw2m+LLKwpo7HTxr62V1j78e0c1EWEh/OhTU61lS8YnkZ8azba6/uqHNQfr+cFLe2nocPL5J7ay9lD9kOoI3yxbC3ON4XQRYSE8cN1s7liWR0x4KKWNXXQ53TR3uchOjCQ9LoLpWXHkJDmYOiaOcwtSrAoegE6nm88/uZXa9l5+f91sQmyK1/fUDIljt8vNT17bz8zseH5+1XSjt4wZ2+JjZhLbW93G5IxYwkJsfOviSZQ0dg2Kx8HaDmZlxzMmPpLHbp3P9y6dbDVlHVi9tL6okT3VbXxx+fhBPU7SYiPo6fPQ4XRTXN+JPdTG7Jx4GgJMRe9LbjjsIZQ3Ba5Mae52+e2JBP0VQuB/KI1PcnS4NSSrzNeLxRxWo5Ti3pUFLMpLHDQ71nde3MP28hZuXjyWnRWtXP3gB9z9j+1c//AmXjN/Fr5z95q5WYTYjCbVvqGR2YkOOpxuDtV14HR7/U6RPTM7nvKmblq7XTR2GMnRRMfQY42NDEMpaDH7KdmOyQhFh4diD7Vx/YIc7CE2/rm5ks2lzczIihv0afU954+nraePpzaVW8taulz8fNUBZufE85Mrpxnnx/OFnPvLNWwp7Z/O/herDpCbHMU/71jIgzfMZW91O4vvf4e7/77dej9Ut/SQGR/J326ex9dWTiDeEcaMrDgeeLuI57b1n2tPb6lg7aEGypuMc3BSegz/c8VUzp2QzKG6Dlq7XXi9mt+9fZhQm+KHl01h43cvYEFuIt98rnDQfu092s7rhTXctHgsW7+3kt/810w2ljQx68er+cTv1lnn1aHaDi5+YD1/31TO7Y9vtd6z/ry0s5pbHttKbEQY/7pzEeu/dT6Z8ZHsGDCb26uFNWQnRg5KECdFh5MZH0mhWSG0o7zFSvQca0xcJEdbe6wZ4nxJpYE+syCbbpeHV3cfpby526oyOxW5yVH87eZ5fPviyae8LSFGmta6UGs9W2s9Q2s9TWv9Y3N5idZ6gdY6X2t9rdbaaS7vNf+fbz5eMlr73uMyKkwjpUJICCGECFqSEDJVtfQQFqKYZDarHVgh5OsfNDEthqjwUOumPyfRQWt3H209fVS19FDV0sPlM/v71MREhLKhuJFbH99qzY5U1dLjt3LDVyFxuK6TyhYzIZTgwGEP5fyJqSzMM5JMc8bGs8v8BL2+3Wk14PW55/x8a/Ya341VYVUbE9JiBt0IL8xNZO7YBB7Z0D/0amtZM3PHJgyqlFBKcc74JIpavbjcxsXdL944QH5qNC/dcw4er+aWx7ZyxZ/eH7QfRXWd5nENbniqlCI3JYqSxi6rf1CWn3hMyoihurXHatL941f3samkmd9cO5OLpqazZHwST20q57qHNlI04Eb20Q2l1Hc4+eFlk61qjsz4SCLCbFYSp7fPw1ef2cm28hYrrisnpzIrO54nN5YBRjPp8qZu63xYlJfEpPRYchIdRNlDBk2T/uDaI6THRnDVnP4qDcCaKr2+vZfi+k7ykqNIi42gw+nG6WcIni8JOSs7nm6XZ1DT54FaugInhAZWCPmLq4+REDJeb1t5M9HhoUOGmM3OSWD/0XZ6+zx4vZp1hxu4Zm4W/3PFNJ69azG9fR5W768j1KasKhZfj6DxKdFW35Yx8cY56usntM5MMvmbyWym2fx3T3UbDZ0uEh12v1UbITZFbEQYzd3+K4R8kqLDWTEplVd2V7O3um1IFczsnASWjE/i8Q/KrJnh/rSmmLaePn7x6encuGgsq76ylCduW4A91MbXn9tFb5+HmrYeDtZ2cMPCHMJDQ7h4WjrP3r2Yy2Zk8J99tazeX4fT7aG+w8mY+EjiHXbuXVnAM3cu5h+fX8jC3ER+tuqANSRvZ0Uri8cn8dbXzmPPjy7ipXvOISIsxEouby1r4UBtO63dfdx93nhuW5pLdHgoD904l6zESO78+zZr+Jav8fZd540nJSacq2Zn8fit8/n0nExKGrsoMhOjL+6sorPXzZO3LSDCHsJnH97kd1hbfbeX7/17DwvGJfLql5eyMC8JpRRzxyawrbwZrTVNnU7eL27k8hljhlSuzciKo7CqlaOtPRxt62VuoIRQfCT1HU7WFzcyIS2auMihfZNmZ8czMS2GJz4oo7ypyxo6eKpWTEobNoEqhDh5vsS4TDsvhBBCBC9JCJl2VbYyZYxRPRAbETqoQuhQXQdKDZ3NxXczUtnczQ6z0fDAT79vWZLLreeMI8SmeGt/LT0uD42dTr8VQklRdhIcYRTXd1DR5EuUGOv95XNzeeAzswCYnZ1Ap1lxUt/RS2pM+JBtxTvs5KdGs728Ba01e6rbrN5IPkoprpydSUVzN6WNRqPqQ3UdLBg3dNjI4vFJuDywu6qV2rZeDtd1cvWcLGZkxbP+v1dwx7Jciuo7qR/QT6SovoPYCGP2tGPlJkdR2thFlZX4GhoPX9PgQ7UdaK1Ze6iBS6dncPVcY/are87PZ1ZOPNvLW3huexVgJHr+uq6EC6ekDZpFzWZT5CVHWxVC/95ZzUu7jvKVCwr4mjlsRynFZTMyOFzXSVVLN4fMJNOkY5oFh9iU8brmz7vT6WZzaRPXzssaVB0EWMm6+nYnxQ2d5KdGWz+vNmfghJDvhvmDI41++9I0d7v8zh4GED2gND9QDyEwEkJNnS4rtssKkq2hcj6zsuNxe43hbkcaOmnvdTPPPD+mZcbxypeX8sydi1hakGzMJgPWzzQrIdKKnVUhZCaoVu83kg7j/CSEfBV6hVVtNHY6rf5B/iQ4wqyhY8dWCA105exMGjtduL2a+X6GRX1u0Vhq2npZV9RAb5+H57dXccn0DCaZ56BvyNL9V0+nsrmHP71bbCXABjaUn5Udzy8+PYPkaDur99dRaw5DPbY5eliIjVvPGUdrdx9by1rodLo5XN9hVdZE2kOs5O3M7HjsITa2ljVbr7l4fP9rxjvsPHTjPFq7+3jefB/srmwjKcrOmLj+ZPHyianWue7bzvayFqZlxnLuhBSevmMhydHh3P7ENq5/aNOg6rynDrgIsSl+d92sQUnluWMTqGt3Ut3aw6q9tXi82mpMPtCMLKPq612zUjJQQmjeuAS0NqasD7SOUoq7l+dxsLaDbpeHscOc40KI0dXbZ/QQkgohIYQQInhJQgjo83jZXdXKXHOIQkpM+KA+L/uOtpObFDXkUy5fxUN5Uzfby1uIsocwccDsMtfMzeL/XT6VeWMTWL2/jurW7kHPG0gpRUFajFUhlBYbbt182WzK+tTdl3DaUdFCfbtzSHNqn7k5CeyoaDGH3/T5nXZ5Wb4xJfiG4ka2lbWgNX5vmBfmJqEwbiQ3FBv9XZYWGM+NDg/l4mnGdPE7K1ut5xyu66QgLcZvn5vc5CiqW3usip1AFUIAB2vbKW/qpr7DOai6Y1FeEn+/fSELc5OsIXkbjzTR0evmhoU5Q7aXn9qfEFq1p4ZxSQ6+trJgUPXJcnOGobWHGjhYYyaE0of2IJmbk8CBmg66nG52VbTi1ViJkoHSzAqh8uZuqlp6yE+NthJk/hJCvhnGfMPs7n1mF3f9ffuQ9Vq6XH6HUUH/J7GRYSEkR/tfByA52o7L42VrWQs1bb0snzh0SuDZZoJiZ0WrVW028EY9Mz6SRXlJLMhNpLi+k+YuF1UtPUSHhxLvCLNi50uI5KcaVUPbylsID7WR4efcjXOEMS7Jwe7KViMhFBP4GOIcdtxmVc9wk6GdPymF2IhQlPKfjFg5OY2kKDvPbKngzX21tPX0cZ3ZwH2gJeOTuWLWGB5eX8JrhTXERYYxxU/C8IJJabx3qMHqzZTpJ+G5rCAFe6iN1fvrKKxqRWuY5aehcURYCDOz49h4pIlNJU2MS3IMaaKcnxrNgnGJvLijykwAtzIjK27Iey870UFmfCQbjzThdHsorG6z4pGfGsPLXzqH710ymcN1HXzpn0Zz+vqOXgobPH5n/fM9d3t5C6/uPkpBavSg338+vmT0X9cdITIsJOCMbMsKUnj1S0u5afFYPrdorN91AK6YmWltY2yA2cOEEKOv2+UhRDGo95oQQgghgov8lQYO1LTT2+e1bnByEh0cNIeJaa3ZVdnKTD+Nk30VGBXN3Wwra2FWTrzf4S0XTknjYG0HH5ifzPurEAIoSI2mqK6DiubugNUd45IcJDjC+OBIEx1Ot98KHDBu1lq7+3hplzET7bEVQmBUOGUlRLK+qJGtZc3YQ2x+G0QnRNnJirEZCaGiBpKi7FYFD8DUMXGEhShr9jOtNUV1HUOGi/nkJkehtdHQNyLM5jdxkR4bQVxkGAdqOqxeSP6a3i6fmEJRvVHV89b+OqLsIYMqKHzyU6Opbu2hurWHD440ccn0jCE3zONToshKiDQSQrXtRIeH+v1ZzRmbgMer2V1pJEqUgtl+buZTzYTHxiNNaG0Mo/JVDbX6Swh1mUPGcuJ5+o5FrJycxvbyFmsoE4DHq2nt6QtYIWQPtWEPsZGdGOk3GefjO298fWyW+5luOzU2gjFxEewyjzMxys44P8NqFljDmpqpajF6ZCmlrHPJNzTMHmrj99fNJixEMTbJEXDmpxlZ8eypPn6F0OwB5+owh0p4aAi3LBnHxVPT/U7fbg+1cfXcLN4+UM8vVh0kJ9HB4ryh5xAYM6L1eby8e7DeaqR9rAunpNHhdPPiDuO9lxU/NGZR4aGcMz6J1Qdq2WUmUmf5SdoCXDQ1nT3Vbbx9oN7vuQ1GFdSRhi62lDZTXN/pNwEMRnXR5tIm9la34XJ7ByXIwkNDuOPcPO6/egYljV08u62KV3fXoIErZw+t/JmUHoPDHsLTWyrYWtbM5TOHDhcDo8opMz6S2rZeLp6WPqQSbaDpWXH8+IppVr8zf2xmD6XsxEimDbOeEGJ09fR5kNFiQgghRHCThBD9vXbmjI0HjE+qSxq6qGzu5mhbLw0dTr83/DERYSRG2TlQ087B2vZBw5QGunCKMYvOQ+uM3o6BZn8qSI2mvdeoOgm0jlKK2TkJvG0Ou/E3ZMw4FuNG78G1R4gOD7V6FB27rWUFyWw80sSqvTVDGu4OND05hE2lTbyxt5Zz8pMH3QhHmJ/676o04tjU5aKluy/gDD++Wac2HmkkK8Hh9yZSKaOf08HadraWNpPgCCM/ZWiC6fxJRiJjzcF63j5Qx3kTU4YM3YL+4X7/t6YYj1dzyfSMIesopTh/YirvFzeyuaSZSen+K5x8zW63l7ewvaKFiWkxfhMN0eGh5CVHWc2v81Ojrb5CgSqEwkNtVlLrkunpdLs8gxpYt/X0oTUkOoa+no8jPGTYGcYAkqKM/Xh591GmZMQGrDSblRPP1rJmNpU2MScnwW88pmfFER5qY0tpM5XNPVYSbcn4JN64d9mg5MT0rDj+eP1sa+Yyf+aPS6CmrZeqlp5hE0I/uGwK37xooll55X//fe77xEQe/NzcgI/fdW4el8/IwB5q4wvLxwdMVuWlRFvnzpIAyZmlBcnERITyyu6jKAXpcf737cIp6VQ29/DEB2XkJkcFTPLdvjSXu87NA+C8CUMTdwCXTs/AHmLju//eg1f7TwADLM5LoqW7j0c2GDMXzvHTuHnl5FTmjU3gl28e5NENpYyLtfl9L4eG2Lh0egabSppRwKdmDk0agfE+eP/bKyj62SX8zhz6eqoWj09i/bdWBEyICyFGX4/LQ3jIMNl6IYQQQow6SQhh3NhnxkdaQzF8w2fWHqpnp9krxl/lDBhVQv/ZW4tXwxw/SSOAsUlRfHZhDlUtPdhDbQFvcpdNSKEgNZoVk1K55ZxxAff3qysLrP5FeX6SJAB5yVGMiYsgJSacx26dH7Bke2l+Cp1ON+09br524QS/6wB8anwY187Nwun2stJMcA00Kzuewqo2PF5tzVYUqEJockYsd52bx8T0GC4xh5sFWu9gTQfvHW5g3jj/1Rh5yVHkJDr45ZuHaOhwWsm3Y/kSQk9triA/NZqpY/wPW7l2ntGj6FBdhzVs7VhxkWFMSIvmvcMN7Bxm1iSAX5lTpduUUSmT6LATYlN+K4QaO10kR4dbSRffTf3uAUPxms0qokDJA4CLp6Zz0dTAcQWYnBHD5IxYluUn85MrpwZc74pZmTR1uqhs7rESpscKDzWaH685VG9WCBnnplLK7/Cgi6dlDLt/n5mfw51mAiQvJfCQoBCb4p7z83n7vvP8NiA+GUnR4Txw3WzWfet8rl8wdMjhQF9dWcD0zDguDHAMEWEhPGc2mL58xpiA770rZ4/h8pljaOhwDupFdCylFN+5ZDLrvnm+NTzzWHGOML536WTKm4xhqdMDJITOm5hCUpSdVXtqyU6MtKrYjn29+6+eQX6KUVW3NDPwlNG/unYm276/kre+dq7fnlBCiLOXVAgJIYQQwS/wlb5JKfUocBlQr7WeZi5LBP4FjAPKgP/SWrco407298AlQDdwi9Z6x+nZ9RNT2+Xl3F+u4asrC/j0HONmv7nLxVObyolzhPFf87LZVNLMorz+6p7c5CjGJjlYc6iBvOQo7KE2q8HssT41cwwhNsWC3ESWjE8OuB8/u3IayVF26tqdAasPxqdEs/q+8457TDOy4nnj3mVUt/YEnEnKZlO89pVlOAY0qPXnE1PT+J9PTeWiqekBKxkAIkIVv7xmJl+7cALpfm4iZ+fE8+TGcm57fKvVO6UgQIVQiM24wT2eT0xJ4+Vd1dR3ODm3wH9slVL8+tqZPLqhlKYuJxdM9p8Qyk2O4oJJqWQnOrjrvLyAw6lmZMXzwbdX8Mruo5zvZxiVz6fnZHH/GwcBrN5T/swdm8APL5tCYVWb9XNIjrbT5vRY62itUUrR1OUkacDwubzkaKLsIeypbuPaeUZPm39sqkAphvSuGej+q2cEfMwnKTqcN+5ddtz1LpqaznvfOp9VhTVWssyfi6el8/2X9gKBh0SeKHuoje9eMpk7luWRMEwl1GjJT43h1S8vHXadSemx/Omzc4Zdx2EP5Y/Xz+YHl00mJvz4x3m8WbBuXjKOuWMTONLQOWT2QZ/k6HDe+OoyfvragYBVRGAkUJ//whIqm7sp2r152NdNjg4ftpJLCHF26pYKISGEECLoHTchBDwO/Al4csCybwPvaK3vV0p92/z/fwOfBArMr4XAg+a/o2ZLrZuK5j7ue3Y3L+6opqO3j31H261mtKv319HY6eSGhf1NTJVSLJ+Qwr+2VVLW1MW0MbEBP+W/bWkuty3NPe5+KKW4b5hhMidLKTXstOJAwKnJBwoLsXHzknEn/LrHNrT1WVaQwpyceGrbeslLieLzy3KHTTCdiCX5yWz//oXUtvcGHNIERm8hf/2FBgoLsfHILfNP6HUTouzHjcnd541nXJKDZ7dVWcPWAjl2Wykx4bQ5uyhr7OIbz+2mo9fNY7fOp6nTNaifks2mmJYZx+6qNrpdbtYeauDJjWXctGgsBX6GAJ4umfGR3GFW7ARy8bR0fvjyXrzaf9P0D+NsGQ4UKHnzYUzLjGNa5vB9dVJjIvjD9bNPaHvZiQ6ODNegSQghAujt82CXOnQhhBAiqB03IaS1XqeUGnfM4iuA5eb3TwBrMRJCVwBPaq01sEkpFa+UytBa14zYHp+kwgYPkzNimZMTz97qNhz2UO44N49Lp2fwjed2s76okU/PzhzSrPWzC8eyam8tJQ1dfP4EEj5nu+TocF784jkjvl2bTVnTlgebi6dlcPG0ob2Ijic1JoJdTR1c/qcNKEBruOiBdXQ53Vwzd3AVzszseB7dUMq8n75Nt8tDZnwkX79o5BKLIyU5OpyFuUlsLGk65QohIYQQZ75ul4fwE/nYUQghhBCj5sP+qU4bkOSpBXzjdDKBygHrVZnLhiSElFJ3AncCpKWlsXbt2g+5K4F1ujRHWj1cntTDhQkeLkwAcAO1NBbVcnO+l1UhoSyPb/H7+j9fHEJhQzgF9jrWrq0f8f07k3R2dp6Wn9HZyN3ppLlXE6Lc/PScSFxezeslfSRHhjHP0TQozvE9HrTWzEyGxRnhFCQodmx6f/R2fhgzo93sCYPK/TtoOPzRV5XIOXp6SFxHlsRTnC16XB7sAYbICyGEECI4nPJnN1prrZQa2iH3+M97CHgIYN68eXr58uWnuitDvLL7KJqd3HLRfL+z6QBcf5xtXDjie3VmWrt2LafjZ3Q22u46xLqqYm5cPI7rLzMaOt8cYN3lwBc+rYedQj5YLAe+5dUBe2SdbnKOnh4S15El8RRni54+DzFSISSEEEIEtQ87urtOKZUBYP7rK5+pBrIHrJdlLhsVaw/WEx0GMwdMey3EaJudE0+aQ/GlFfkntP6ZkAzyGa1kkBBCiODS4/Jgl6bSQgghRFD7sAmhV+gvargZeHnA8puUYRHQNpr9g754fj6fnx5OiNykiiCyYlIa/3uuQ2ZmEkII8bF1/9XTuSBHSoSEEEKIYHbchJBS6mlgIzBRKVWllLoduB+4UClVBKw0/w+wCigBioGHgS+elr0+Qfmp0cxKlYsRIYQQQoiP0vKJqYyLCxnt3RBCCCHEME5klrFAbXYu8LOuBu451Z0SQgghhBBCCCGEEKfPhx0yJoQQQgghhBBCCCHOUJIQEkIIIYQQQgghhDjLSEJICCGEEEIIIYQQ4iwjCSEhhBBCCCGEEEKIs4wkhIQQQgghgpBSKlsptUYptV8ptU8pda+5PFEptVopVWT+m2AuV0qpPyilipVShUqpOaN7BEIIIYQIZpIQEkIIIYQITm7g61rrKcAi4B6l1BTg28A7WusC4B3z/wCfBArMrzuBBz/6XRZCCCHEmUISQkIIIYQQQUhrXaO13mF+3wEcADKBK4AnzNWeAK40v78CeFIbNgHxSqmMj3avhRBCCHGmCB3tHRBCCCGEEMNTSo0DZgObgTStdY35UC2QZn6fCVQOeFqVuaxmwDKUUndiVBCRlpbG2rVrT8s+d3Z2nrZtn00kjiNL4jnyJKYjT2I68iSm/gVFQmj79u2NSqny07T5ZKDxNG37bCJxHFkSz5EnMT09JK4j62yO59jR3oEzlVIqGngB+KrWul0pZT2mtdZKKX0y29NaPwQ8ZG674fzzz5drsOAmcRxZEs+RJzEdeRLTkXc2xzTgNVhQJIS01imna9tKqW1a63mna/tnC4njyJJ4jjyJ6ekhcR1ZEk9xspRSYRjJoKe01i+ai+uUUhla6xpzSFi9ubwayB7w9CxzWUByDRb8JI4jS+I58iSmI09iOvIkpv5JDyEhhBBCiCCkjFKgR4ADWuvfDnjoFeBm8/ubgZcHLL/JnG1sEdA2YGiZEEIIIcQgQVEhJIQQQgghhjgHuBHYo5TaZS77LnA/8KxS6nagHPgv87FVwCVAMdAN3PqR7q0QQgghzihnQ0LoodHegY8JiePIkniOPInp6SFxHVkST3HCtNYbABXg4Qv8rK+Be07rTp0cOd9HhsRxZEk8R57EdORJTEeexNQPZVw7CCGEEEIIIYQQQoizhfQQEkIIIYQQQgghhDjLSEJICCGEEEIIIYQQ4iwTdAkhpVS2UmqNUmq/UmqfUupec3miUmq1UqrI/DfBXD5JKbVRKeVUSn3jmG3dq5Taa27nq8O85sVKqUNKqWKl1LcHLP+SuUwrpZJP0yGfFkEWx0eUUruVUoVKqeeVUtGn6bBPmyCL5+NKqVKl1C7za9bpOerTK8hiun5API8qpV46PUd9+gVZXFcopXaY23hCKXXG9a0bpXg+qpSqV0rtPWb5teZzvUopmTZVjLgg+/0h12DINRgEXTzP+GuwIIunXH/J9VdAoxTTs+8aTGsdVF9ABjDH/D4GOAxMAX4JfNtc/m3gf83vU4H5wM+AbwzYzjRgL+DAaJ79NpDv5/VCgCNAHmAHdgNTzMdmA+OAMiB5tGNzBscxdsB6v/W9/pn0FWTxfBy4ZrRj8nGK6THrvQDcNNrxOdPjivGBQyUwwVzvx8Dtox2fYI+nue65wBxg7zHLJwMTgbXAvNGOjXx9/L6C5feH+Zhcg8k1WDDG83HO8GuwYIrnMevJ9dcIxJWPyfXXaMTUXPesuwYLugohrXWN1nqH+X0HcADIBK4AnjBXewK40lynXmu9Feg7ZlOTgc1a626ttRt4D/i0n5dcABRrrUu01i7gGfO10Frv1FqXjeDhfWSCLI7tAEopBUQCZ1wn82CK58dFMMZUKRULrABeOuUDHCVBFNckwKW1Pmyutxq4emSO8qMzCvFEa70OaPaz/IDW+tApH5QQAQTR7w+5BjPINRjBFc+Pg2CMp1x/DSLXXya5BvtoBF1CaCCl1DiMT4g2A2la6xrzoVog7ThP3wssU0olKaUcwCVAtp/1MjGyqD5V5rKPjWCIo1LqMfP1JgF//BCHETSCIZ7Az8zy798ppcI/xGEElSCJKRh/UN7xXUCf6UY5ro1A6ICy2msCPP+M8RHFU4igEES/l89owRBHuQazyDXYMYIkniDXXwPJ9Zcfcg12+gRtQkgZY5xfAL567C8HrbXmOJ9waK0PAP8LvAX8B9gFeE7LzgaxYImj1vpWYAxGZvczJ/v8YBEk8fwOxkXdfCAR+O+TfH5QCZKY+lwPPP0hnxtURjuu5mtcB/xOKbUF6DiZ5web0Y6nEB8lOd9HRrDEUa7BrHXkGmyAIImnj1x/9a8j11/HGO2YftwFZUJIKRWG8UN/Smv9orm4TimVYT6eAdQfbzta60e01nO11ucCLcBhszmVr3nZ3UA1gzOEWeayM16wxVFr7cEoZzwjyxaDJZ5m+aTWWjuBxzBKRs9IwRJT87WSMWL5+kgc22gKlrhqrTdqrZdprRcA6zDGfp9xPuJ4CjGqguX3x5ku2OIo12AGuQYzBEs8zdeS669jyPVXP7kGO/2CruO4UkoBjwAHtNa/HfDQK8DNwP3mvy+fwLZStdb1SqkcjHGCi7TWrcCsAeuEAgVKqVyMN9F1wGdH5mhGT7DE0dyP8VrrYvP7TwEHR+AQP1LBEk/zsQytdY25T1dilEGecYIppqZrgNe01r2nclyjLZjiOuD54Rifov7s1I/wo/VRx1OI0RRMvz/OZMESR7kG87uts/4aLJjiaZLrr6HbOuuvv0CuwT4yOgg6Ww/8ApZilH0VYpRz7cIY55cEvAMUYXQGTzTXT8cYM9kOtJrfx5qPrQf2Y3Rdv2CY17wEI3N6BPjegOVfMbfnBo4Cfxvt+JxpccSoQnsf2IPxR/MpBsx4caZ8BUs8zeXvDojnP4Do0Y7PmR5T87G1wMWjHZePU1yBX2EMUTiEUeY76vE5Q+L5NFCD0RSxCnN2EOAq8/9OoA54c7TjI18fr68g+/0h12CnGEfkGkyuwYI8nuZja5Hrr5E+T8/4669RjOlZdw2mzAMUQgghhBBCCCGEEGeJoOwhJIQQQgghhBBCCCFOH0kICSGEEEIIIYQQQpxlJCEkhBBCCCGEEEIIcZaRhJAQQgghhBBCCCHEWUYSQkIIIYQQQgghhBBnGUkICSGEEEIIIYQQQpxlJCEkhBBCCCGEEEIIcZb5/xdfNJOeeQg1AAAAAElFTkSuQmCC\n" }, "metadata": { "needs_background": "light" @@ -664,20 +306,14 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 39, "id": "588e82c3", - "metadata": { - "pycharm": { - "name": "#%%\n" - } - }, + "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n" }, "metadata": { "needs_background": "light" @@ -686,21 +322,19 @@ } ], "source": [ - "sample_acf_plot(ts, lags=21)" + "acf_plot(ts, lags=21)" ] }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 40, "id": "9713c522", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n" }, "metadata": { "needs_background": "light" @@ -709,7 +343,7 @@ } ], "source": [ - "sample_pacf_plot(ts, lags=21)" + "acf_plot(ts, lags=21, partial=True)" ] }, { diff --git a/pyproject.toml b/pyproject.toml index 397accaef..6c34bba05 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -254,7 +254,8 @@ filterwarnings = [ "ignore: Call to deprecated create function", # protobuf warning "ignore: Dynamic prediction specified to begin during out-of-sample forecasting period, and so has no effect.", "ignore: `tsfresh` is not available, to install it, run `pip install tsfresh==0.19.0 && pip install protobuf==3.20.1`", - "ignore::pytorch_lightning.utilities.rank_zero.LightningDeprecationWarning" + "ignore::pytorch_lightning.utilities.rank_zero.LightningDeprecationWarning", + "ignore: The default method 'yw' can produce PACF values outside", ] markers = [ "smoke", diff --git a/tests/test_analysis/test_eda_utils.py b/tests/test_analysis/test_eda_utils.py index 485e61c48..7ed6026c1 100644 --- a/tests/test_analysis/test_eda_utils.py +++ b/tests/test_analysis/test_eda_utils.py @@ -1,3 +1,4 @@ +import matplotlib.pyplot as plt import numpy as np import pandas as pd import pytest @@ -5,10 +6,19 @@ from etna.analysis.eda_utils import _cross_correlation from etna.analysis.eda_utils import _resample from etna.analysis.eda_utils import _seasonal_split +from etna.analysis.eda_utils import acf_plot +from etna.analysis.eda_utils import sample_acf_plot +from etna.analysis.eda_utils import sample_pacf_plot from etna.analysis.eda_utils import seasonal_plot from etna.datasets import TSDataset +@pytest.fixture(autouse=True) +def close_plots(): + yield + plt.close() + + def test_cross_corr_fail_lengths(): a = np.array([1.0, 2.0, 3.0]) b = np.array([1.0, 2.0]) @@ -215,3 +225,39 @@ def test_resample(timestamp, values, resample_freq, aggregation, expected_timest ) def test_dummy_seasonal_plot(freq, cycle, additional_params, ts_with_different_series_length): seasonal_plot(ts=ts_with_different_series_length, freq=freq, cycle=cycle, **additional_params) + + +def test_warnings_acf(example_tsds): + with pytest.warns( + DeprecationWarning, + match="DeprecationWarning: This function is deprecated and will be removed in etna=2.0; Please use acf_plot instead.", + ): + sample_acf_plot(example_tsds) + sample_pacf_plot(example_tsds) + + +@pytest.fixture +def df_with_nans_in_head(example_df): + df = TSDataset.to_dataset(example_df) + df.loc[:4, pd.IndexSlice["segment_1", "target"]] = None + df.loc[:5, pd.IndexSlice["segment_2", "target"]] = None + return df + + +def test_acf_nan_end(ts_diff_endings): + ts = ts_diff_endings + acf_plot(ts, partial=False) + acf_plot(ts, partial=True) + + +def test_acf_nan_middle(df_with_nans): + ts = TSDataset(df_with_nans, freq="H") + acf_plot(ts, partial=False) + with pytest.raises(ValueError): + acf_plot(ts, partial=True) + + +def test_acf_nan_begin(df_with_nans_in_head): + ts = TSDataset(df_with_nans_in_head, freq="H") + acf_plot(ts, partial=False) + acf_plot(ts, partial=True)