From 6cc9fdb44807dce3bd41ad9fce75cc1cdd38e16d Mon Sep 17 00:00:00 2001 From: Martin Vonk Date: Thu, 14 Sep 2023 15:05:27 +0200 Subject: [PATCH 01/38] take day of year instead of month --- src/spei/si.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/spei/si.py b/src/spei/si.py index 3043f22..740585b 100644 --- a/src/spei/si.py +++ b/src/spei/si.py @@ -43,8 +43,8 @@ def compute_si_ppf( index = validate_index(series.index) si = Series(index=index, dtype=float) # type: Series - for month in range(1, 13): - data = series[index.month == month].sort_values() + for dy in range(1, 366): + data = series[index.dayofyear == dy].sort_values() if not sgi: if prob_zero: cdf = compute_cdf_probzero(data=data, dist=dist) From 66e1087244e47bfea565184cd75467ff39b5cf71 Mon Sep 17 00:00:00 2001 From: Martin Vonk Date: Mon, 25 Sep 2023 23:41:31 +0200 Subject: [PATCH 02/38] Update .gitignore --- .gitignore | 1 + 1 file changed, 1 insertion(+) diff --git a/.gitignore b/.gitignore index 40ab694..e556f7c 100644 --- a/.gitignore +++ b/.gitignore @@ -13,3 +13,4 @@ /.pytest_cache /htmlcov coverage.xml +*.code-workspace From da08f366ec895e7073536b40ef911e5d3f1de579 Mon Sep 17 00:00:00 2001 From: Martin Vonk Date: Mon, 2 Oct 2023 11:44:18 +0200 Subject: [PATCH 03/38] Update .gitignore --- .gitignore | 1 + 1 file changed, 1 insertion(+) diff --git a/.gitignore b/.gitignore index 40ab694..e556f7c 100644 --- a/.gitignore +++ b/.gitignore @@ -13,3 +13,4 @@ /.pytest_cache /htmlcov coverage.xml +*.code-workspace From 17970670ff0adf3f936a69bc6ef39d070fffcb8f Mon Sep 17 00:00:00 2001 From: Martin Vonk Date: Mon, 2 Oct 2023 11:46:24 +0200 Subject: [PATCH 04/38] loop over inferred frequency instead of monthly --- src/spei/si.py | 17 ++++++++++---- src/spei/utils.py | 57 +++++++++++++++++++++++++++++++++++++++++++++-- 2 files changed, 68 insertions(+), 6 deletions(-) diff --git a/src/spei/si.py b/src/spei/si.py index 740585b..f48a88c 100644 --- a/src/spei/si.py +++ b/src/spei/si.py @@ -1,11 +1,17 @@ from typing import Optional, Union from numpy import linspace, std -from pandas import DatetimeIndex, Series +from pandas import DatetimeIndex, Grouper, Series from scipy.stats import fisk, gamma, genextreme, norm from ._typing import ContinuousDist, NDArrayFloat -from .utils import validate_index, validate_series +from .utils import ( + get_data_series, + group_yearly_df, + infer_frequency, + validate_index, + validate_series, +) def compute_si_ppf( @@ -41,10 +47,13 @@ def compute_si_ppf( if index is None: series = validate_series(series) index = validate_index(series.index) + series.index = index + inf_freq = infer_frequency(index) + dfval = group_yearly_df(series=series) si = Series(index=index, dtype=float) # type: Series - for dy in range(1, 366): - data = series[index.dayofyear == dy].sort_values() + for _, grval in dfval.groupby(Grouper(freq=inf_freq)): + data = get_data_series(grval).values if not sgi: if prob_zero: cdf = compute_cdf_probzero(data=data, dist=dist) diff --git a/src/spei/utils.py b/src/spei/utils.py index 93ed57e..5b08137 100644 --- a/src/spei/utils.py +++ b/src/spei/utils.py @@ -1,8 +1,18 @@ import logging +from calendar import isleap from typing import List, Optional, Tuple, Union -from numpy import std -from pandas import DataFrame, DatetimeIndex, Index, Series, to_datetime +from numpy import array, std +from pandas import ( + DataFrame, + DatetimeIndex, + Grouper, + Index, + Series, + concat, + infer_freq, + to_datetime, +) from scipy.stats import ( fisk, gamma, @@ -52,6 +62,49 @@ def validate_index(index: Index) -> DatetimeIndex: return index +def infer_frequency(index: DatetimeIndex) -> str: + """Infer frequency""" + inf_freq = infer_freq(index) + if inf_freq is None: + logging.info("Could not infer frequency from index, using monthly frequency") + inf_freq = "M" + return inf_freq + + +def group_yearly_df(series: Series) -> DataFrame: + strfstr: str = "%m-%d %H:%M:%S" + grs = {} + for year, gry in series.groupby(Grouper(freq="Y")): + gry.index = to_datetime( + "2000-" + gry.index.strftime(strfstr), format="%Y-" + strfstr + ) + grs[year.year] = gry + return concat(grs, axis=1) + + +def get_data_series(group_df: DataFrame) -> Series: + strfstr: str = "%m-%d %H:%M:%S" + + idx = array( + [ + (f"{col}-" + group_df.index.strftime(strfstr)).tolist() + for col in group_df.columns + ] + ).flatten() + # remove illegal 29 febraury for non leap years created by group_yearly_df + boolidx = ~array( + [ + (x.split(" ")[0].split("-", 1)[1] == "02-29") + and not isleap(int(x.split(" ")[0].split("-")[0])) + for x in idx + ] + ) + + dt_idx = to_datetime(idx[boolidx], format="%Y-" + strfstr) + values = group_df.transpose().values.flatten()[boolidx] + return Series(values, index=dt_idx).dropna() + + def dist_test( series: Union[Series, NDArrayFloat], dist: ContinuousDist, From 9150b7ed15c877336f784dc4bfbdc753c6ed5ae5 Mon Sep 17 00:00:00 2001 From: Martin Vonk Date: Mon, 2 Oct 2023 11:48:13 +0200 Subject: [PATCH 05/38] data is series :) --- src/spei/si.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/src/spei/si.py b/src/spei/si.py index f48a88c..95c2f9e 100644 --- a/src/spei/si.py +++ b/src/spei/si.py @@ -53,14 +53,14 @@ def compute_si_ppf( dfval = group_yearly_df(series=series) si = Series(index=index, dtype=float) # type: Series for _, grval in dfval.groupby(Grouper(freq=inf_freq)): - data = get_data_series(grval).values + data = get_data_series(grval) if not sgi: if prob_zero: - cdf = compute_cdf_probzero(data=data, dist=dist) + cdf = compute_cdf_probzero(data=data.values, dist=dist) else: - cdf = compute_cdf(data=data, dist=dist) + cdf = compute_cdf(data=data.values, dist=dist) else: - cdf = compute_cdf_nsf(data=data) + cdf = compute_cdf_nsf(data=data.values) ppf = norm.ppf(cdf) si.loc[data.index] = ppf return si From 9050a430641171cbf419db3d1f7546ff9a95d285 Mon Sep 17 00:00:00 2001 From: Martin Vonk Date: Mon, 2 Oct 2023 12:41:06 +0200 Subject: [PATCH 06/38] calculate sgi via old method --- src/spei/si.py | 29 +++++++++++++++-------------- 1 file changed, 15 insertions(+), 14 deletions(-) diff --git a/src/spei/si.py b/src/spei/si.py index 95c2f9e..ca2382f 100644 --- a/src/spei/si.py +++ b/src/spei/si.py @@ -18,7 +18,6 @@ def compute_si_ppf( series: Series, dist: ContinuousDist, index: Optional[DatetimeIndex] = None, - sgi: bool = False, prob_zero: bool = False, ) -> Series: """Internal helper function to calculate drought index @@ -31,9 +30,6 @@ def compute_si_ppf( Continuous distribution from the SciPy library index : DatetimeIndex, optional DatetimeIndex with the date of the observations - sgi : bool, optional - Whether to caclulate the standardized groundwater index or not, by - default False prob_zero : bool, optional Apply logic to observations that have value zero and calculate their probability seperately, by default False @@ -44,23 +40,20 @@ def compute_si_ppf( Series with probability point function, ppf """ + series = validate_series(series) if index is None: - series = validate_series(series) index = validate_index(series.index) - series.index = index + series = series.set_index(index, inplace=False) inf_freq = infer_frequency(index) dfval = group_yearly_df(series=series) si = Series(index=index, dtype=float) # type: Series for _, grval in dfval.groupby(Grouper(freq=inf_freq)): data = get_data_series(grval) - if not sgi: - if prob_zero: - cdf = compute_cdf_probzero(data=data.values, dist=dist) - else: - cdf = compute_cdf(data=data.values, dist=dist) + if prob_zero: + cdf = compute_cdf_probzero(data=data.values, dist=dist) else: - cdf = compute_cdf_nsf(data=data.values) + cdf = compute_cdf(data=data.values, dist=dist) ppf = norm.ppf(cdf) si.loc[data.index] = ppf return si @@ -112,8 +105,16 @@ def sgi(series: Series) -> Series: groundwater drought building on the standardised precipitation index approach. Hydrol. Earth Syst. Sci., 17, 4769–4787, 2013. """ - mock_dist = norm # not used - return compute_si_ppf(series=series, dist=mock_dist, sgi=True) + + series = validate_series(series) + index = validate_index(series.index) + si = Series(index=index, dtype=float) # type: Series + for month in range(1, 13): + data = series[index.month == month].sort_values() + cdf = compute_cdf_nsf(data=data.values) + si.loc[data.index] = norm.ppf(cdf) + + return si def spi( From d085fc36d2fb65bda96d89e8ac8e73a07c84e525 Mon Sep 17 00:00:00 2001 From: Martin Vonk Date: Mon, 2 Oct 2023 12:43:27 +0200 Subject: [PATCH 07/38] rerun notebooks --- doc/examples/example01_indices.ipynb | 64 +++++++++---------- doc/examples/example02_distributions.ipynb | 8 +-- doc/examples/example03_drought_NL.ipynb | 43 +++++-------- .../example04_package_comparison.ipynb | 24 +++---- src/spei/si.py | 2 +- 5 files changed, 66 insertions(+), 75 deletions(-) diff --git a/doc/examples/example01_indices.ipynb b/doc/examples/example01_indices.ipynb index 68c5d7d..2784e34 100644 --- a/doc/examples/example01_indices.ipynb +++ b/doc/examples/example01_indices.ipynb @@ -127,17 +127,17 @@ "data": { "text/plain": [ "date\n", - "1980-01-30 -0.946377\n", - "1980-01-31 -0.810205\n", - "1980-02-01 0.018504\n", - "1980-02-02 0.040376\n", - "1980-02-03 0.216153\n", + "1980-01-30 -0.683748\n", + "1980-01-31 -0.594408\n", + "1980-02-01 -0.253073\n", + "1980-02-02 -0.171551\n", + "1980-02-03 0.073075\n", " ... \n", - "2016-10-27 -0.744963\n", - "2016-10-28 -0.744963\n", - "2016-10-29 -0.732095\n", - "2016-10-30 -0.805841\n", - "2016-10-31 -0.850192\n", + "2016-10-27 -0.838653\n", + "2016-10-28 -0.831361\n", + "2016-10-29 -0.896041\n", + "2016-10-30 -1.082689\n", + "2016-10-31 -1.100499\n", "Length: 13425, dtype: float64" ] }, @@ -167,17 +167,17 @@ "data": { "text/plain": [ "date\n", - "1980-01-30 -0.946377\n", - "1980-01-31 -0.810205\n", - "1980-02-01 0.018504\n", - "1980-02-02 0.040376\n", - "1980-02-03 0.216153\n", + "1980-01-30 -0.671307\n", + "1980-01-31 -0.577092\n", + "1980-02-01 -0.237248\n", + "1980-02-02 -0.153533\n", + "1980-02-03 0.073073\n", " ... \n", - "2016-10-27 -0.744964\n", - "2016-10-28 -0.744964\n", - "2016-10-29 -0.732096\n", - "2016-10-30 -0.805841\n", - "2016-10-31 -0.850193\n", + "2016-10-27 -0.838653\n", + "2016-10-28 -0.831359\n", + "2016-10-29 -0.896038\n", + "2016-10-30 -1.082691\n", + "2016-10-31 -1.100497\n", "Length: 13425, dtype: float64" ] }, @@ -198,7 +198,7 @@ "outputs": [ { "data": { - "image/png": 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", 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anJysGo1GtVu3buqLL76oKori1w6oUQKrsoSX3W5X77nnHnXAgAFqeHi4Ghoaqg4YMEB9++23a/w+dHR02gaCqtawhqijo6Ojo6Ojo6NzBKLHvOro6Ojo6Ojo6LQZdONVR0dHR0dHR0enzaAbrzo6Ojo6Ojo6Om0G3XjV0dHR0dHR0dFpM+jGq46Ojo6Ojo6OTptBN151dHR0dHR0dHTaDEd0kQJFUcjMzCQ8PDzo5Q91dHR0dHR0dHSajqqqlJSUkJycjCg2v1/0iDZeMzMz66wXrqOjo6Ojo6Ojc2SQkZFB+/btm32cI9p4DQ8PB2Dv3r3ExMS08mx0jmacTiezZ89m0qRJGI3G1p6OzlGMfq7ptBT6uabTUuTn59OpUyev3dbcHNHGqydUIDw8nIiIiFaejc7RjNPpxGq1EhERoV/kdZoV/VzTaSn0c02npXA6nQAtFuKpJ2zp6Ojo6Ojo6Oi0GXTjVUdHR0dHR0dHp82gG686Ojo6Ojo6OjptBt141dHR0dHR0dHRaTPoxquOjo6Ojo6Ojk6bQTdedXR0dHR0dHR02gy68aqjo6Ojo6Ojo9Nm0I1XHR0dHR0dHR2dNoNuvOro6Ojo6Ojo6LQZdONVR0dHR0dHR0enzaAbrzo6Ojo6Ojo6Om0G3XjV0dHR0dHR0dFpM+jGq46Ojo6Ojo6OTptBN151dHR0dHR0dHTaDLrxqqOjo6Ojo6Oj02bQjVcdHR0dHR0dHZ02g2686ujo6Ojo6OjotBl041VHR0dHR0dHR6fNoBuvOjo6Ojo6Ojo6bQbdeNXR0dHR0dHR0Wkz6Marjo6Ojo6Ojo5Om0E3XnV0dHR0dHR0dNoMuvGqo9NMZOxcz7KvnsBuK2/tqejo6Ojo6Bw16Marjk4zEfbVqYzc+Qprv3y4taeio6Ojo6Nz1KAbrzo6zUQ0JQC0y5zTyjPR0dHROfqx28pZ9ccHFOYeau2p6DQzuvGqo9MYFAVyd4Gq1tvUqpS2wIR0dHR0jm3WfHYfQ1fezf4PL2ntqeg0M7rxqqPTGBa+BG8NgX+eBEWutluRFe9rE46WnJmOjo7OMcnwzC8A6G9b2coz0WludONVR6cx2Iq0/xe+jPJkPEX5OX67P16SzkT7C6QriayneytMUEdHR+fYQVUUJKH+lTCdowPdeNXRaQTOnmd6X4uqzJbvH/fbv3xvPjvV9ox3vMrl9ruRFf2iqqOjo9NcbF0+q7WnoNOC6Marjk4jeH9HqN/7dtkL/N6fu+9J7jd8TSxFqCrkl+mhAzo6OjrNxW4pjf86HmKl0p1pzqkUldtbe0o6zYihtScQKIcP7iUyNhGzxdraU9E5xnl7/i62zfsaTL5tTtHifV1SlM/J8nwwwPvy6YiqQl5RMfHh8S0/WR0dHZ1jgHxXCEuVPvzH0QeA03PLGdTR3Mqz0mku2oTndf3MD0n4YCBb3ji3taeio8MLf21nirTcb1uUK9f7+sA2LVkgm1juj/mXNebrKF7+VYvOUUdHR+dYorjC6fd+d05ZK81EpyVoE8br0C1PAzCofAl2u62VZ6NzLONwaSoCEtr/r7nOASBGLcThPjeL928C4JClMx1iQokSyjDs/bsVZqujo6NzbBCXvZCrpD8YJ65noLCL0owNrT0lnWakTRivHi5yPMijv21p7WnoHMPklWlxVKLbeD1r3DAKCMcgKOzduAQApTwPALslnugBpwDQtXQ1Lqce96qjo6PTHHTJmcsjxq94x/gav5gfpU/65609JZ1mpFmN12effZZhw4YRHh5OQkICZ511Ftu3b29UX7c5biSSMm7fdC6bl8wM8kx1dAIjp0QzXj2e15iwUPZZ+wJQuH2R1sgto6WYI+g2cBxlqoUIysjYub7lJ6yjo6NzDGBwahUNDxhTAbBU6FW2jmaa1Xj9999/uemmm1i2bBlz5szB6XQyadIkysoaFotSfMMGHn7gcZKFXJKEfLrOuhT7R6fCD1cGVOFIRydY5Jb6G69hISYOppzCh65TWC13BUC0FwOgmiORDAb2m7pox+7UhbN1dHR0mgOzowCAwvBuAEQ6D7fmdHSamWZVG/jrr7/83n/66ackJCSwevVqxo4dG3A/IaHhxIabESxRIINZcELGIsgAJj0FEcnBnbiOTi2U2bVqWlajAAqIogGl7394amMXhu3Yw5AvH2dE/m8AiCGRABRH9oDczbiyt7bavHV0dHSOZhIcBwAQO42Fgj+Ik3NRFQVBbFPRkToB0qJSWUVF2nJqTExMjfvtdjt2u0+brbhY82A5nU6cTidnThgFc//nd4yz+DCE6BJEOk3D6XT6/V8b5XYtbtVqBOzgUlU6x1pIpIDPpScJ2aXtf9V5Lqlp5+B0OpHDUyAXDKVZ9favc/QT6Lmmo9NUjpVzraSogHg0z2vKoImw5j6sgp383GzCo+NaeXbHBi19jrWY8aooCrfffjvHH388ffv2rbHNs88+yxNPPFFt+7x587BarchOOyF0oCsZ3n0r5/1BTsS+Zpu3zrHFnDlz6ty/6pAASLwhTOW/3cso2+WgYs9COotZhAi+hKwOYg5bt+1EOryDomIzNnkg28viyZypx2vraNR3runoBIuj/VyryN3DhUCOGsWKNZsYp4YRJZQyZ+ZPWKLbt/b0jgnKy8tbdLwWM15vuukmNm3axKJFi2pt88ADD3DnnXd63xcXF9OhQwcmTJhAbGystvHMs3nv/de4LucpAIb37YTad0qzzl3n6MfpdDJnzhwmTpyI0WistV32kn2wdzuGDkMY9Z/+3u1PL/f9cP+Qh/OA82r+OHksneJCWZE+kos/GkxquJW5U0Y36+fQOfIJ9FzT0Wkqx8q5tnbG+5ABh00dmDJlChnr44hSSunePpa+43T7oCXIy8tr0fFaxHi9+eabmTFjBgsWLKB9+9qfgsxmM2Zz9YoYRqPR74dX0Pl0nsxMZ1JiCSNiu8BR/KPUaVmqnmtVcbnzA0NMBr92H9xwMus+6kwHIZf5ne/lhYG96J4UBUBKdBgAh0vsR/UNRKdh1Heu6egEi6P9XPuieBCP25/h1G4J9DEamRV5PjmHsxhh7nhUf+4jiZb+npvVeFVVlVtuuYWff/6Z+fPn06lTp6D0O7xTNFf+O4VvcyUWxw0iKii96ujUj92pqQyMLP4LFs2D3mdCTCeGpEZje2ARDruNF6Ni/Y6JC9ceyARnGWUVdkJD9JKFOjpHOi6ngy0vn4xLCmXQXb/qiT9HIvuWUEIov28tANK4Z+gwADbGnczMrEOkSnoy99FKs/4ab7rpJr788ku+/vprwsPDOXToEIcOHaKioqJJ/U7okUCvpAjKHDK/rssM0mx1dOrH7q6wNSrvB5j7GOTt9u6zhIQSUcVwBQg1Saw2X88Wy5UUZu1qsbnq6Og0nn3b1tDftprBZQtYtSe7taejU5Wig/DJKYR/oikXdYyxMqFHAgDhZs0LWGI7uhPVjmWa1Xh95513KCoqYvz48SQlJXn/TZ8+vUn9CoLAyNRwIiiluCAHWVF58OeN/LTmQJBmrqNTM3aXJpXl0XklAG+MIAjYRQsAJbn6w5aOzhHL/uXwWj/YOoOC/RsBWKl0569tBa08MZ1qlPoeKKabpnFV9Frv+yRDEYOFHRgKdtd0pM5RQLMar6qq1vjv8ssvb3Lfowt+ZoPlWsbvfoE/N2Xx9fL93PmdXsFIp3mxuxQ6CtkklLs9qIIU0HElUjQA5QV61RcdnSOWH6+Gwv0w/WJcWZou804lheV7WzYZRScADqzyvhwhbmNAWjvf+4IZ/GR+nMEHv2yNmem0AG02iEcwhgIgucopLNeXBnRaBptT5j3jq74NYmDGa7lJCydwFunLjzo6RyxOX/VHU8FOAOyYCCvb31oz0qmNP+/xe9t52GTva8GiFYiRHCUtOiWdlqPNGq+YfcarSWq7H0OnbWF3KexUU3wbAvS8Oi2a8aqU6iULdXSOWNI0KbvCAdcyuGwBAFcYZvGm7aHWnJVOVZw2v7c2TH75BpK7uqHRpRuvRytt1uqTLOEA2MqKkETBu90Tk6ij0xzYHTJhVEo4DNDzKlu1KnBieU5zTEtHRycYyNoq3i+r0/02m3HU0Fin1bAX+71VEfzeG6ya8Wpytaxwvk7L0WaNV4NF87yGqDb+2ebzZn29XF/e0Wk++pQu4gRpnW9DgJ5XMUzLgjVW5DbDrHR0dIKCXfPUZaqxZKtRbDQPAsCk6sbrEYWq+L3dFTbU773B7dwyK01TNtI5cmmzxqvH82oV7Py12ZcE88TvW1puEvl7IX8vM9bs5cL3lzJ/u74kfLTTr2Sx/4a4bgEdp8T3ZrY8hO1CWvAnpaOjExyiUkmXUtmgdmH55N9pd9mnAFgEJ6qi1H2sTssR3g6XFOJ9m3rZh367jVatMIxZ1Y3Xo5UWKw8bbAzumFcLDkQBWiVY4JMpUJLJaUCZazzvz7yK8T3OaI2Z6LQQRQ7/5SksEQEd5+wwimudBnoZI/hvM8xLR0cnCJz1P85YN4tixcWTXTphsfiSgR0OG2aLtRUnp6HIMqJsB1Prz6U1uT7qPTYcLGHCoJ48H+9fjMAc4jFebTUdqnMU0GY9ryVCGD/Lx/OHPAJV9d+nVt3QbJPwaXZeYJhP3+J/YeY9dRyg05axOWWiXZW860OuCPhYq0kLL6hwuII9LR0dnSDwxdJ0+j8+i2Kb9htNiQ7xM1ZtFa0fP7ny17cRn4yBZ5Ioz9jQ2tNpNRRFZe5BA4eJJiKsuhFvikrhVee5vKucHfSxVUXRvfBHAG3WeO3SuRt3OG/iMdcVRCv5PGb4jGmGTwAormgBAyHPX/x4o5LGg+qHsOJ9cNmbf/w2wOESG0t357Xcw0QzsyWrGBmJCtWE2udsSOgNFYGJl1tN2iKHza6fGzo6RyJf/PYXTlspAMd1jsVqMmA0mlBUbbUl8vUubJr9GU6XzNIPbmP59y+1+ByHrX3A+3rR8mUtPv6RQvmS99hovornDO9z9ZjO1fZbIuN5XT6XDxyTkJXg3n9WvXEROdO6UJCTFdR+dRpGmzVeO8ZaueL4NABMuLjCMIsLpPmASl5Z8xsI6j7/2McnnVOxq1pJOkr0kxpgwovz+e8Hy1i97+ioTjNjfRbXOO/its4zEXb9rekMlgWWgBVpO8gO81T+dl7mv+PgGijRtV91dFqbxwyfs9x8E8eJm7lweAcABFHkK3WSt03fJbfy5GN3cNzBTxmx+Un2bFreWtNlg6F/q43d2jgytxAuVGA3RpIYYam2P9Tsi4iscAYvqHD3hiUMK/yTBPLZt35+0PrVaTht1nhFVTmpWxShVFCAO7NQcHKGuMRbf745KS3K977eKnZjldqDQ6pWRclZqJcAzSmxc5vyOV8bnyJv8z+tPZ2gUGbXPPoDOkbjjVURAvsJma2hmASZEOw47DaW/fg6h5d/Dx9MgNcHNNeUdXR0AsQq2IkQKgjFxvFd47zb57oGel8vV3oSTan3fc6mlr22/WA51/vaZggs3v5oRMjVqp/lhHSpcb/ZINJdPMAgYSfl5WU1tmkMhQe2e1+7yguD1q9Ow2m7xqujlOO/7c1my1UMEH1L+G+Y/oejRYxXrVzgF66TSLpzIc+eO4BsNOPVUXCg2cc/0tl5uIQ+QjqjpC3Eqvn1H9AGcLrjnNqVbgVP5ZYAdV5DQrUbjSio7HznQkZufJSEP6/Wdrr0jFgdndZGcqf9uhCJDTV5tw8QtPvLTEbxTOyzDBR3efepBftadI4/xFzDFPsz3O64kahDi+s/4GhEVbEW7ACgOLJmtRdBEPjJ+Bg/mx/DkZcRtKE3R41nnqw5G1yluuxha9J2jVfJd3H5xvS03y6H3EzGq6pCaQ7smEXSujcAMEUlERUWwvlDO5CrasLIzhJdiF7Yu4Djpc0AKJWqoTgddpa9eyPr//mutabWaAbl/8VM0wMM3v+Jb2OAOq8h1nDv6z6F86rtX/Xq+ezbvq6pU9TR0WkkRq/xakAQfKoig0StTKwrqisfXTGCCdJ6775cR2C//2BR4ZBJEw7xmultTjr8Sf0HHI2UHsbsLERWBYwJPWptViBqziT56wspygtOaFZumZMMVdPsVsuPDqdMW6XtGq+isdZdzeJ5dTlw/XY7vNQVvj7fu3l5R817JggCDkmT73KVF9fUwzFDSVE+SUse875XnL4Y5PV/fczIQ18xYME15GS1rYISSbY99Bb3EeIq8m0M0PMqSnW3G1o0i+y/XmzK9HR0dJqAx/NqMPgrSHqM1YRwE3ERoSxNupRfpEl0sn3JsxXntmhCquwoJ8/tJAlzHqPGU57m+c5QE+iQEFNrswNJJwGQqmSwZcbrQRk6v8zuDVPMOHgwKH3qNI42bLzWPPWDamzwjVdFgffGYlj7abVdXcJ9weAOSZPscFUc2/WU53/3JmlKJcPUVUlrb9ffAHzlOpEl2S3rtWgqZll7KCkPaefbGKDnNRCGF8xAkf2TCzatWcQ73/xEWfHRkfSmo3OkEiJp9417Tunjt33FgKdYaz2eARc+DsBx173Jyfd/S4jJyMHCCmZvaaGEy+zNfFl8JdPNTwIQpRa2zLhHGAezte+7kFC6JoTX2q7vBU+QSxQAEQcXBGXswRmfc5q4lPnyAP6wDySzUA/5ai3arvEKYAyttsmlSsFP2BIEyNla4640s89QnWE9i9PtT7Gpw7ErQ19sc7I93T/GSHSUwI9Xw9qviCzbC8C/Sn82ZzbdQ+1yOti2cycVDhlUFXX/cm+Jx2BjULQSkYqh0nkXoOcVYFn7q9ihpLBe6cwypRfvu06t1mbtrE/93rt+uZUbtl/BzN/bXpiFjk5bQnSXHDWb/bPXh599C4PunUlIqM9Qshglzh6YhBEXf29q/hyH0h3/wjujiMJ3bQujAlvZsbfKd8hpZY48hFVqL0Z2rt3zGh4ZQ/bEtwHo49jIrvWLmjx2z5KldBGz+F4ex7/KADYeLKr/oCMEVVFY9u6NrPj5zdaeSlBo28arVD10wCS4gh7zWlUmLlfVkm9Otj9HvwHDvdsX5oayUe3M1T+2reXwYDLj1++42/i937YeWb/Dxu/h1xuJk7Wn5gw1gV2HS2vqImAUWWbnC+PZ+Nmd3DF9HYcWf47w8ST2v3tek/qtDcltvMqVH5rMgWf8jrz6FRZN+oMzHU/xVa93iDzzOY63vc56RdMpdKgS2w/7y7xFoGXKFuRkgeyu9qMoVKvMoaOj0ySWiQOYLQ+BkNoNosqcVvEbOy2XcsHBZ5p5ZrBz3pc1bs/NatmEsSOBzPD+XOO8i9ntb8Eg1W3C9Bg+0fu66OD2OloGRqhLWwETw+LoLmSw+ZuHcNjbRhWv7SvnMvLQVwxf/3BrTyUotG3j1VZYbZMRV9DDBvLLHdzluB67auAyx33kqJHkqeF8dOPJdIz1VfeobE8cLcL8DaXHwR+rbTMovqWVaLfn4ArpL07LeqtJYy3/4iF6OTczXlrHws17yZ2rJdF1LGge8W5J1YxH2VRpqaqGB6i6uHJ0J9Y/Nok3LhzIBcM68ucDZ1De5RRe6vIZb7jO4dy9j7J+ns/4jxI0A//awldh0WugyPD+OPhokm7A6ugEkaeFa7nWeRdKTHXR+5oQRHdsrNL8xcltiv8KzyE0Ka8DS46cFZnMvdtY/uZlZO1rupFYFx7JwnBz/dXtDUYTjyW/xxn2J9kXNbze9vURqRQCMCkun9nm+7jT8AOrpz9d90FHCE677z5cUtT246XbtvFahXcSHuVu5/VBN16LDmylo5jNA86rufna6znF8TxD7O+RkJzq1+6Srg4eM3zGy8Z3yC11BHUObYXVsWd4X99vuJc029f82+7Kau3ON/zLBHvTNBIT9/8JwEE1jjJCyJY1o/IR5+VN6rc2PJ5XxRwJ7fpDylBQGl7NLTLE6M1mjoiM4bjLnqFL36EsVvqyUOmLsvwDraGqEiNU8k7PewqKM+HQBjiwAor1hAEdnWDhcq/YGUShnpZu3EmYotr8xqvTFOX3Pr375QBYM5c0+9iBcKCgnM0f38CIvF84+OODzTpWqU27DocGYLwCFIT3YIPahXy5ephhncflZPHHq9fxwE8bUVWVwwf2EOXW+E1u39HbLuTQygb122pUOk/zM/e24kSCQ9s2Xgdr1YqKVSv/dTzEpsgJzFcG4nAF92LiOLiZ2ww/c1XIfIalxbDovgksvv8EjFWWLB4aJnCFYRbnSgs5vGddUOfQVjgU0c/72mIy0F3IYErGy35t9ivxAERTjK28caEDpcUFdFbSAdg3+RMiKeVEaS0AW5WOdRzZeMoEK7lqBE5rAly/EK75u8Ge19o4oWciKUIuJ0lrMSlaDfWK0kK/NgdMnf1XG3Ka18Oho3MsISse4zXA26Lb8yq0gPEqVTKoF8WdT8Sgc7nWcQf3O646Ilb5PluSzialEwBOZ/M6boZse4nt5ks5vbDmUIqqeIzcMnvD/k7b535CVP5GVq5cwq7DpUgfjvfu63uCL6/F6shrUL+thbPCFx99qKJtm37Q1o1Xp+YGf911NhG9TsBk0D5OsGNeK0q0k9Nh1OIb20dbSYkKqdYuJKmn97Wcf+zFIgEUOX1Pw+bYjpwvzWeGPJKXnP+hl+1j+tve5yLnQxSgfZfrf/9fo8Y5tFfTkM0nghMHdGG95VrvvgOmwJb9Gsrz4Q8w1P4uBR0n1d+4gUSGGLl24kAAzLJmvJYUHPZr41JUKK90oUwZEvR5HC2s+/tbNsyvHsKio1MbK4TL2GW+BFNpYDkLoujxvDZ89aUh7F35J2GHfGVoi6P70rlrD+YLI9hSHsne3OBVkGoMOVn7mblyK6Vo90Sj0VTPEU1DdJRiFlzVJM1qo4drG9dIM0g4vLBh42RvZKi4g9OlpRzKLyIWLTlredy5mC1W9p4/F4B2rgOoSvMXRmoqxYSzQO7HB64pHBITWns6TSawv/6RilO7yV8wqjvtT+jNz1+/B2I2DmfXoHQvu1ysf/UsBpdpJ73LHFX3AQk9cWDEhBPZcWxKaKTl/ctXrhMRI5MZHONgcoa2tL9a6UYFFiqAc47rS/q2vkSXL2HE1meA+xo8Tu7iz+kKHDa2p2dYOCuipjC8cCYAXwsPA2cH7TN5cMqahyNgz0wDMYVGARCiaN7o0sI8Kl9irHIxeISxO46CkKhmmUdbJzN9OwMXXgfAG3/P5NRbX6dLfFgrz0rnSMeAjEFQkAyBraaoXs9r8xkustNBpz8uBOB+59UYkDm152gsRokhqdEs3ZPH0j15dG6l83vvlpVYv7uAj5UQDojaiprB2bRE3PoQnW7FBXPtMlmV6VG6ksuNX7M8txSoHsJWE3ZbOWmFyzALTjYraUTm2XnA/joJUgk/3ngTAO1Se1KihpChxpNcVER0dHRjPk6LkR4+mMedDwDwStUs9DZI2/a8bpsBQPeyNVgFFxdnPM6rpneQnfZ6DgyMzL2bvYYrgNjj5HqP2W7Wls1le3lQ5tDWOLHgOy42/E33PoOIchzybj+kxvDvPeN566JB3H9KT0JP8hmsRfkNr0jWIWc+AKWWRAAGXPc+/3a8GYA4micY3besGGBMXAOxhEcBYFW1B598IYIXnBfwmWsiB9Q4DqpxOEq0koS5Siis/BAczet1ydi1kbUvnML2VS1bw73R7JlP3BcneN9eIv7FiS//24oT0mkLqKqKwV2kQAowFEiUmj9sIDcr3fvaiIt/wk5n5ODBAEy0bOFG6RdMB5Y22/j1kb3gExLJo5OQhbW9po9rlJv3mmRwaf2LlsAMdsGiGbkNMar3bVlJgvs+cpvhJ8y7/uCAGs+BkF4IbudFSGg4J5m+4FTHs6S3AWn3ModMCDaiKEF1tg2FhLpo28arh07j/MrFuoIUc1NkTeMax50AZBFP/5MuqfcYWdI0ApvLeJVdriNamsOoaHMzWMIRjT69xNvOGUdqbCin9U/GYpToPni8V0A6J6PhsZt3CXdzj/NajCc/BYA5JJweE68AwKI2T8zVQ6XPMt00jbCS3c3SvyUsCoBQVTt3DhPL2/KZfBFzC6Ptb3C27TE+OtSVGx238kZ6B+TFb8Hehi2FNQSXrFD21WUMKl9C6u/n13/AkUDuTkxyKcsVLYQnRijlDsMPbD/UBu4uweTwNshc29qzaDPIsowkuFdWDIEte9usScyWh7DD1KvZ5pWf6bvWDBR3c83Yzt5kzwGli7jX+B3tcptHXSUQRJsmHbU69SpCu08AQLU172/N4NKuj6IlMqD2ottD6zF6A8FRVuh93Ufch5qXDkBMqP+5kRytqQ1lFx+592QPpXYXbxjfYp3lOjoc+L21p9Nk2rbxeutaOOsdGHK5X+JMsIxXm1NmjjKUKx13I1z1F0aTud5jcixprFa6USIGtqTREHZvXEbJU6lkPj+M8tIjUxzZa7yarUR1HoxDlSgilOSuA6u1/SXsQh52XkG6I3CtVA/rnR35Xh5PTJIvvtVs0bJJTYIL2RX8OLReyg5GiNswNpNxbA3Xlp1Mggu7rZyCcm2ctNhQwi2al+f55RXMVEYyRliPVLgXKpqv8tZDP2+ip6rdPC2Ck48XHfkZqhUl2vexT0n0bouhmFnrjvy5B5W3R8D7431hJjp14nI5va/FAGM2i+KHcq3zLqaHXdpc02K7sSfTnFMBOFdaSJdCn7qAatKud4Kz9WJejQ7tPiSGJ2IM1YzJUCr4Y0NWs41pcnt2LaGBGa9SiNbO2ADj1WXzb3tG8Vfcb/iGU8TlftvbhZu5x/AtGd81PPStJagcizt290tMlNa4tzd/kmFz07aN15jOMPAircpRpUpH1vyaq2E1lAqn9gfOTBhHuw6BxdH+nXID5zqeYFv0hKDMoTK5f79BFKWkKfvZNOvjoPcfDEyqFrJhMFvpNnAMZTdvxnDXFiKiYqu13dT+QqbLE1i1fCFlJYUBj6GqqvdvYzH6/u7mEJ/mrq0i+HFXRrfOq2is/yGmMYSFR3Gl427Otz9CkV2h+PeHeMv4BnFCMb3aRWDCiYh2MbLjfliza4oNq145l7UvnILTEZyQGYDpqzKQVV+IxA9/zAxa381F5mEtyc1gjWBFtFbBbKphLiO3Pdua02pZKt+YSprPiDiaqOzwCDQRyBM+pAQp23/Zuzey4bmT/BwTB4pc/CwfT7lqppBweg8e7d0nmLRlc8Gd+/Hp4r1c9vEKyh3Nm0BWGbNLy2A3hsYgRKfxvPNCPpBPY/n0Z1m3pXnUUDwJrYEar8YQzZFkVgJfDXXZ/e8fYYKN6w2/MyLO38N69qE3uMnwG9eIv2qFZI4gVrxxCfnT0jiwaxMAlvJK82uExOORRts2XmshtGhnUPoxHVrL68a3uMT5Q8DHeIwpj3EVDBRZxm4r597yqWxWNG1Z5fCRKZNkdhuvphDNKxAdn0SoO5azKh1jrHxhepb7cx9k45f3BzyGzWbjOul3LpVmEWLw3TgsIb4YKHtF8L0RJrQbnGhoHuNVlCTSY8awQu3Fgq3Z3GD4ndOkZVy37w7uEL5ih+Uy9lgu4QxxMcWqZqhv2r2f9b+9ydDiuaSVbWDtlm1BmUthbjZ/mu5jldrDu60cM0XlzjqOan3s7hu/JSyaYbd8ybIemkfEZD+GPJDysakx3RQqr9QYAvS8iu7le1eQkl9GHvqK/raV/PvNS95tBwsrKCCC//X5FtOdG4hL8mmLS2bteic5y9iTU8pTv29gwY5slu3MDsp8AiHEbbyawmNpl5LKO/IZRFHCNONnDPxuOBuWzQ76mGvpwTKlFyHRgWXMm9xGrkUJ/J5QKoSzRO7N7PCz2Sd28G4feNYdfu0iwn33nPIGOGCaG7utnOH5vxNLEbk/3gVAmM2Xg6J7Xo9QRpbNCUo/UvE+zpSWMMi5LuBjrCYJAQVxwYus/KVpFaRAM1wzn+qD+bkkepUuY7o8HgBzSSuXoP3qP/Baf9jjnwxjdi+pG831C0IniQWMFDUvubUBDxy20kIeMH7DNONnhBh9XhJRkrCrmkfSYfN/yi7OO8zKH1+jpLB2Tb5Ce92V0UxoNziDyVJrm6YytruWsbt00w7vNsfAy+kd6/upTjN9RjHa97t0yx5C9/4FwHuu0/gnKziG9bY5H9JLzKCdWMgyYQAL5b5kqAlMmz7/iJaFUWya8WqwRiKIIuZYTfM3xFnYirNqYeTKDxjNk1zYlinIyWL9/B9RXC4W78rlnu/XU1jhZJ48gAVyv4DVBuJzlrDTPJUX825p8pwq613fv7svGfna9av/vs+4w/A9fRNMWCP8y9ZK7od1Sa5gS1YxuyyXstdyCWlrn2/yfAIlVNHiWy0RsURZTcy6fSyTjeu9+8Wlbwd1PFVVudVxIxc6HiG0XWCroeZQLSwtRA1cAWhP5Egucj7M78m3EXXzPNZbhrGs6+1YrP5JYn0v8lXXspU2XwhXIOzbtppP332eEc/M5fZpz3m3p5Zv4r/vLiRWriS9qBuvRxa5J78DQEf5YFCEm1V30pVLCtwgGJHzA3stl3CX8QeGrXuInMz0Js2hpCiP9qrm7n/X9Br7Ve1pM8rWytWVds6Gwn3wua+ilqooWNA8r2Zr/ZmgE3rE+Y5twE3W7g4JsKtGpCpLfFuFTqxTOlPh8P9xZrx3HsM2PsbODy+vsc/vVx/gsTUG3l+YXvOgioLRbbwKzeR5BRhkyuBa6Xd6Z/q8/T1OuYnws17xvjepTq/ntb2QQw/bRgBmKiM4XBKcxAFD5moAMtPOZsSj/7Js9EfISJy851mWffFIUMZoFuzazdTs8bZEag8DofKRGSPeLFSWbgqw1OmxQlF+Dsb/DWLA/CtZM/cb7v5wJvvXzOGLf9ZyhfM+rpAfRBCl+jsCBEHEKMhINN0QKCnM9b4uxspt365FVVXGFf/GbYaf6Wisfv5K7iz6drY9TP/lF+922dUyqyOyonKL61auddyBtV13AHrEh9Av2ufFlsoP13Z4oyh3yF7JwsiQwB4yTPFduNjxANe4Ao9L9aycWo0SkTHxDLh/LiMveaJau7CIaDKEZAByVv1CYe6ham3qxFZc5WGzcdjKS3F9fzXnZr2KoziH9oJPwSdaKKV7xvfE4CtSoIcNHGFYe2ni8WFCBeXlTc/2V9xFEDwKAoFgEfxPivQVM5o0B1uV8IMxcdrn6ijvoyiv5ZaHAsEpq9zovI1bHTdjCq8e41qVdh26snq4ZpR5Er0CwWO82oTqy3u3Wl/gLMdT5Bs1I3/v5uUs/eB2+jg0b8Dg0gU19vnJr7O5UfqFff98UPOgTt/5ZAjAq9xYujq386DxGy6QtfNmv5QKBhOiwYDN7VXeb+pCpw7aBfMUaSVGQWaHksJ+NZGckuDEvFrcVWOMMakIgsA9k3ty5zAL48R19Nr76RHrfRUd2rnhUW6wRmmJWxFqcW2HHH2ERMHjRdo/Y/OtErRFNs18lzC06/q8hQu42zid6eYn6ZilrV5IDZDB80hlBaM8bFmRZrzmq2FIosT6/Xn8/P4TJKuHkVWBjn2Pq3aMye157SAcpo/d5+2U5ZbxqmUWVrDc1Z15wnAS4+PdgzsQQ7Vr/6/yKL6QJwZ1zGKbZugZRIEQY2APGaFhESxW+rHa1Sng0vGeuOEQU/1j2CTtfjBy/3u43hqBLdCQtbI8eK6DlljZRHa9fipd5D2ECxWkCLmMELcy1ziOZd3vBqCzkOl/wBF6/W4IR5XxGhIejeJOMCmu9CTbWFSHZrDIUvVqWrVhTuzu914uadqTZ4UUQZrta+/7fuJetoldyVTj+ObPf1ix98iJ5bPJCrOVYfymjMJSKXmqLgxuhQCjXPOSzr87cnhyxhaclaqmOTzGK9VvzJ6n8aIK7SKXP/0mjjv4Sb3z6Cns517jd5wn1Wzc4iwnXw2nQjUhNqPxGh6l3QTCBM2YrzBGefdtHvEia0LHEHfFt4wf1NvvuLyw7vxjupP7sm4PyjxC3cvs5khf1v41Jw/HJMhEUUpJcesukdXGI+HT6GP7iNI0TZM5NFK7kUZQhtJCN3WdI5e5kefwpussAO4xfse50iIAYtVCAIwNMF4Ft/EaDM9rudt4LRfDeTH2N3ZbpnJO1qsApBvSCI+MqXZMTM8xvODUJOwmSau82+UWMkz2u0MbOsRYfUa/yQpXzSbrlnRuc97Md7YRQS1faz+8h+3my/jXdKtXMqw+POVhAcrsgXkcR+15g7Xmaxmf81W9bV+Jm8b7Li05NI5C9m9dVc8Rbnb/rf2fvSmw9nXQ2aaF3y3v8yjTbrgE8eLpnPTQb4y86BG2X7UNCd858ZM8mlxrpyaP2dq07QpbVRBEiWIhlEhKKSvMhZTU+g+qA4+Qr2II3HvR/4QL2BoRy8JV61h20MGQ8OMZ2YQ52N1Pip+6JnGBNJ92U+7jwQV2Fu3KhU0QtnMl6x6diEFq/eeQNbO/4mvjezzquhxTgPMxuDX4TGrNntcXP/mWdkIBv1gn858TRgCQt+wbugHhanVFAY/xWuhOLCpTtb+dSxUxCApz5MHU5Av4j6TF7g4QatFwDUtgiOM9VBVWGJrvu27XLsn7+gnnVLp1HYgnZWrIlCtgiqZlWxwZz1u/n8kl0lz2mboRP/luOv98Knmu4FR2C1cKAbBGt/NuCwkNp1w1YxXslOQfqlFBorUpkyXKCMFo1v7ulZMFy8uKCYs4sqvgBI2lb0NpNgy9EqKbdh08mpAVlWy1+jnQz7aaLeY/KRLCgD0B9SWKwfO8Oko0J0S5FE4nV7rfvpCp02s8JiY+CWNYDNghymoG9yXUFeTy6LVRlr6Gy6RZWEL6AuN9OwSBiDDtuu5SVGxOJSAPZiDYywoxC07MBL7sbZRELjQuIEwpobxoINGhKfUf4ygiWijFLNX/XbqsCcQKvrAOZyWN2DoJQrgAaMmGVkFbces+/iKi4/3P7x4dkhDPu4u9v+3ibfVcvncO5Y7o7jV11aZofYsnyJQJ2lKKrbjpnlfcYQOqIXDPqyhJ9BoxGWfvc/lHGcw+V9Nu8J6wgQ/CbkC4P52O3QcSZTUyUtzCQtNtPCa/xYGCli1FO2v9Pv8NslY4Yfya2xglbeFb01MBPxUT04lXnOfxrXh6jbsfNn7Fh6aXUfdrQtwP/LSBkEytooznB1uZOwufZpH5VkIPaMaoyR3GsV3VMkbzqVlTdqykxY1aBGeNS+KyouJxIBibqTwsgCnMd75MFFdT2H58je3CrSG85LqAgfYPyDjta+LbdwMgliKK60hKCwRFlolyL7NHxCX77SsStO+vrLDhVdFaAo+H3uR+wLCEhDJfHsAf8nAqbMdIFn7+Xpj1ACx+DYoOtPZsjihcikqmWv2aHK4UYRXsWAjcoPB4XkWabizuNPfmJsetzI86t1qFquS0HrUcBRf00kKnOts2e7eJzqaHzAVCxKHFPGH8jIm2WdX2WU0SncVs+gu7KS4NXtECR7l2XbKJgd+TAe6RvuFh41fY8wP7PVjLtXZSWP2KBmEmieGCT/2n3BWgp7ly3GkTEqhKK6kcWMNrlg/rNvB4Oj26AcuAcwGQg+gNby2OOuO1XNKe+OwlTbuBA6TbrMiqgGpqeMGBaKsJEYXDB9ObNAfDwRWsMl/PW85Hsbjlp6KsRqZKs+kg5vAfwwJydrRceUBVVbnvmyrjOcvJOejzWMYJgccXGmM68IZ8Dt8qJ9S4v8SdmCQ5S7C7ZL5ZkcEdzhvZpSSzoOMN1dpHq0W0F3JxuZ9+PQlk6Woi013jWaNWvxGUFPmHXuzfuaFam8rSZ5YAY60aRWR778tR0hbO7VOzp1AQBMZ1jyclKoQJPROJjE3kEFoC3IGtK5o0hfyCAjaraRxSo4mKS/LbVyppF8dP5qxqMQ9PQ7iu4kNeMLxHaLmW0CiIIrdID3GT83ZKhOYL9ziiqFwyWDmypc1ampHZ33GJNJdyo//vKtqdzOJswGKkJ+ZVCoLndVOBgT+UkeR2PpOSjid6ty+Ve9dxFCRvfLf6vBogxt8U1IpCAGRTdYNJEAR+Mj3Cb+ZHsB0OzJNdH0WFeYTMfQAAmxhYWJqHCkFr7yirP3GzrKTQuwwf021Eve17JVrYoHaiXDXT0/YJ+yOGBjYpT2KgNZamqIJ4CrM4VANmS93fi0FQMOFEdQVPD7y1OOqMV5tB8ww5AnXd14KsqDycPY5JjheIHTW1wce3k4o5Q1zCzXlPkbWv8Zqssq2EOKGYCHxL5KOKZ3Gq5DNQSg60nOZrmUPGiYEPXaf4NjrLKaxUg3tZl9sC7s8TdF/uqPkGMFHSst7jy/dQlJvJR8YXuVaawdozZjP2yueqtfd4yZ1upYiBonbhPFVawS41mdVUL+V4aO9mv/dZ896v1sa5az5fG5/iXsO3WIzN+LOxxsB1C1BThmK/fA6JsVG1Nv30imEsuHeCN6Yr26LFMZVmNk3rNctm5EzHU5xp/rBaVTnP7yuieBdLdjf9ATHYjHct5nzDv4TIvgeoUJP2/ZTZj5GY18oGq9z2s4qDSVLFDk6Q1rGhw1QYdz9licP89u9pd0otR1ZHtUSwUO7LOrFuAzMQtrnLF3dLCGPwf+7nS9eJ/CEP509lWN0H1qDpu9/UrcnzCQTRVgiAaomqcX+5+2HRVtr0vIyCnCwiX+tMV0WrlGdXA9Pi9eAxdu3l9RuvG354FqtgJ5coUnvVb4heOboLMV2Hc6d8CzbMlAYYV0uPKXDVHJj6CzRhNc9WWghAmVC/QT8583/ssFzG8fvfa/R4RwpHnfH6Q5en6W77jCWhJ9bfuA6KK5zIispuNYVO3fs1+PghXZN4zfQ2Q8UdHFg7t9HzkB1aSIBL8BkR8bm+EnVdbZ8zWxrT6P4bSmG5gzJC2KRohpLS4TjmbTvMR39oiU4bzYMYOXVawP1ZDdBdyKCnvKPOhJowZy5leZmcKK1lkmEN/xnaocZ2nvhkT7xyZR4yfk23qlmXQOGeNX7vRx76im2r/mb5G1NZ89enAMj5+xklbaGftD/wkIjGkjQA4Zq/MacN96scVxVBEPyyo51uD4hia1pmfVaRds61i6y+NFcaNwCAgeKuFq3kEyjGGrR4Q80SoFJmP0bCBiobrIqTvbllTPt9C3mlbd/b0lQE1f3dSAaY8ABFJ/u0uGVVoOtZgRdLUSJTmep8kIcNd9TfuA7KS4sYf+BdhgnbGNQhCpPZws5h07jJeTvKsGvqPjjCP37zRPuL/B51cZPmEygGh/s6ExJV4/4KUTNe7UEQ709f41/sIEduWNiAXdIMO1dF/cZru4w/AdjT746ASsIbjCaOu+xpIgaegYhC1oKP2bm2lsTfylhjoMNwSOpff9s6yLN2oYftUy4NCUBXXnDfT4KwWtDaHHXGa8ekdjgwsiO7aXE2he5s9TCzAWMjkqEio2JZlnghAMrBNfW0rh3ZrXjgEn0/Iqn3aQBsVlJxYWBPTsvVtvYkQv2ijCbN9jVXitO47Y8sBKBMNVMeWrNRWRtWSWa2+T5+NT9KRXntfzNBcVLuVpAoEWuOWwVQ3LJmoqvmBDCzWP1Ha9ilxWzNCDmL3bRnudKTwj+fYUT+bwxepnmRlYJ0oOHLVS2JbNRuFqq9eiJbQ3D++SCJ5NMuovqFe8ilz3GB8U1udt6KzXnkhQ14SvhKlSSiXqt4mD3mS7Ck/91a02pZ/DyvTu77fi2/LV7HRR8sr/2YYwTBc9MWtcTO0Jh23hLI68PHENeuY8B9eR4c5SZW2Nqzdj43SL/wpvltusRrv+EHpvTii6uG8/Cp9Xh1r52vee7CtMRKM04OFgZH67kunA47vYs1pQbRWl0JAcAmafknG/dksGBH02LkbZlb/N4XyA2TgHO65azkirrtgv071tFJ2YdDlegxoWEPAROKfmGP5RLut71O6G9XBXbQyo9g4cuabFYjKXXI2DEhW2r+O1RG9ThD9CIFRx5dE8Iw4SR229dNWq63HdjAV8anecLwcaP7MKQMAiCycEs9LWtH9XheKxVKGDjxEjad9AUlF/wMwO6cphkrDcFxaCvvG1/mLsN3AMzffpiPlIc5XtrECfaXcY0NXAgawGwJ9cqbVZT5X1gqJ05Jih17iXYBrJBqN15Vt+dVqkV663nhjWrb4iu0eN2yqN683/crLnA8SmmlMAanrODc8BMA64wD6/tIrUaptSPrlC4UCoHV/K6NkaVzedL4CWMTq98ETWYL54et4xPjC0QfOPKMQY/ntbLHRBRFREHFVXGMaL1WXkqWHfTPnM4qyw10y5lN7jHufRXcN23BrRQQHh7JTEWLayyMGdigviQhOMZryV5NWikzrA+Ce/nYYpQY0y2+/vj6sAToMgEM2jK6GSebDxZWK9ISbFZ/fAchgnae1abp7TBoxuvmPRlc+vEKSmyNj782FGrhAluVDixTerFTbV/PEf643HOpb1VqR66dx5yX8X7kbUTGxDdojKhKRQCS1cPkZdeTHLZzLvxxJ/w9DUqqrwgGiud7DTMHEK/t9rwKuuf1yCPVXMoOy2U8Y/wIPjm10f04Cg5wvLSZAQRetrQq8T00kayOjt24nI1bsvQWShB9T5qiJNF39Bn069yez43P8qvreoryGljZoxH8sy2bd36cxSRpNWPFDYBKTyGDYeIOTheXcvXJwxg1oE+D+hQlkQq0C6+93N8Id1WqFCMpDpzFmvFqM9ZunKnu6lcez+sQ8Xuedl7k3a9UOeVdTidxivbUK4YlkBKlLUe53Ikbzzkv5Le1B4hzalXONluGNOjztSSb0y7jLMeTLIg8o/7GtaAqCuFqKZOk1ZzYM7HGNmmuvYyVNrZ+ieIqqIqCWXCLmFcKG3AY3F6XMl/sXX6Zgy+X7Qs8Pq0t4Rc24OJWg/aQ21nIYsb6xt8kjwY8YQNepQBR4BPXyTzmvIy8dsc3qC9TeRYbzFfzj3Jlk+ZkzNWcG/b4hoeneSnUfos/mx9jufE61mY0rw7zLEc/vneNZY+aRPeRU2ps4zJqic4dhcOIKGQXN94jLLklANe3O5d7w55l+NSnGnS8bApsVSrXkMRn8mTWxtT8meoiuu9kb9lugJ0/Vq/I5cfG73yvawhzCxTL5um8ZnyLydLK+hvrntcjl4Ron2GTROOXKpxutQKboeFKAx46dO1HmWrBKtjJ2Lm+/gPc5B7az4ofXyX30H5Ut/Gq1FCiNjTETHcpi/ZCLntWNz6uNlA++PwzPjBpFbEOqnF8MKqIv8xajNhBKZlrxvdsVDyo3R3P66iypOOw+SRffrGcDYe1DFBbeFrtfYUksktJpkTQ/m4OWeUD+TTv/qoKIVklTvraP+IE52sYrFHEh2tziRa0uRxQ4ynKy8IsuFBUgUwlqsGfr6XwJG6VNiExqbysGJOgHR8eXbPnwVNxTm0hSZ5AcVZ6QDSafDFxNremoTFjCfun9cb5WAwfPnMTj/+yji+X7avWT5vHfYNSQhOg+8kcRvOMbVA7s/gITLJrSbweJ8nnpYrtNYafjadywtgJDepLEiUihHLC1Kb9Dqw2rVKiMS6tSf14iBVK2L9xUVD6qo2/yrpzj+t6iq5aijWsZmeCbNJWyK43/M4eyyUU7wlQvL8GJHcFxs5JsSy4dwLje9QvYVWZDUn/Yarjfp7LHISqquzfsY5DGbuqtStze6ytgXgxq9BzxCTCHz3A8t4PARCevZKyOrzNztJKv8Um6HNHHlrCWdIS+hgCKBkvaJ9L97wGyP/+9z/S0tKwWCyMGDGCFSuaJuVTFyERvriPxXIfZnz7Pks+f4TcQxkN6kd2B3Y7DLUvUdeHKEnsM3UFIGf7soCPK/jwHIZvfBzbexPZb7OySUnDHppcY9t98eO1F+u+rnF/sCgqdzJa3Oh9n3jcRXTr5pOdym9CxQ6boBlD1YxXu+9pdIk4xBt+YWg/qNa+9vS8lpMcLzEj7BwA7FXknFTB/5TPLrbhwoAjIhVRFEnLW8hK8w2MELWM/XLMOBa+CUAOkezIPXKXXcPNnqz6xnsTPTXWnaqENbTmc181anG/wpFmvDp854vJ7HvYs3bRPGo9SpbRUTmIUZC51/gdV0h/sXx3EPSgjzDUzuMZaviRnkVvYDOEk6BoVf4y1HiW7c47IiXOWgpPQQFP2ADAe5cMYcVDJxEbVn9yTmUESYubNQpy9afiBhDh1M5Ba0zDlsL9SPa/Jhqy1ja+rzooLsxj2Ytnk1+kLZF3jKk9ByAr9jhWKj4x/NjZN9fduewCt/xWVfKEGPYo7cDSuCIj3fuPZKHSn/WlkWzavZ+4rybR7qMh1UqsG4vSGSZsI1ltnONLEEWGn3c3t1ie5jT7k9w2fV2tbStr0a/fm8Wq9OqqDHnZB+otxR1Zlg6AKam6kk71+TVfwlZBWcsmxDa78Tp9+nTuvPNOHnvsMdasWcOAAQOYPHkyhw83rWxqXXhqwB8vbea0bfcwas8b7JnesFhMjw6aIjVMkqMqxbED2KmksCknMIPCbiuns1N7ImyvHmL6biOnOZ4hf2TNWbAhvTVplyhb84qRlzpcXs1VgB6jzyIupYv3vT26diHt+nC4jVenzT/xzGOMOFWJwgoZ0akZtwk9atfe8yTX2V0KqqLwsfAknxqf9+43VCnl6ElAi7Fq54xJhPhK1VI+Nr3E9YbfAUhX23Ekk1q4jEXmW7kp68FGHV9U7uTHxVqpwmIhzBt/VxXF4D4PnC1bHKM+HEIIA2zvM8z2NiaLb/kusat2YzfiIluN8m5/yPg1n+yfxL7t61p4ps1Lid1Fbqkdh0thR3oGEYL2kPG+8RXeVx5nVwvGyB9pPBfzFF1sX5DZ0bcaI4pCo7SbJUOlY9TaDQybU+bu79fzx4asavtURSHWHbYUmRh4slg1uvir62TYGpbQFCg7FnzPyLJ/eMzwGUNTo4kJrf3+mJs8gWTB511MVQ7UXUDly7Ph+VQoqL4a8lbYrZzgeIWCjjXVR6yfcd3jGdUllmiKmf3TJ94CN5Fvdif3sO/v0u3gT3xvnsaEwu8bNQ5oBmyvkSejIjJ362G/0uaVMdoLva8/nruO895d6rcStOLH14h9pw/CtGjWvHhatZwQ0M6fZKfmmItNrT/spDA0jVnyUA6Ygy+n9teW7PobBZFmN15feeUVrrnmGq644gp69+7Nu+++i9Vq5eOPG58IVR95ly3kOscdTHX4DL6kwoY9iarupAdFbJrxapr0GBMdL/JCRk8OBxDzk7l7I5Lge4q/yPAPAAM7RNXYPipF8+wmyofqfUJrCrKtlHI0z8S6kBGERUQTFhHN8rhzWGs9nj7nPtDovh3ueF5XFePVZk6gn+1DrnfeTteS5Uyyv8Dx6ke071L7j9RTltZRVsT+HesYLW1mvLQem1UT288R/DMyjRkLedn4DmfJmhSLZKr5ov9fx0Nc6HiYeyY33khvbkItJtoLuXSw70J2Ndz7+vysbSxYv4sK1USZGFZ7Q6O2JC8GqRRtsHAqKkWEkSdEIVVSCElI6YxNNeLASIFaPQwo65/qQu9tmZwSOyeKq7lZ+hnHOt9NuIuYRXcxg8PFR+7qQVOx28rZtupvymqRZ3KpICNhcHtNm4JUuY86YghnbMjih9UHuOnr6qozpcUF3sSnmKYYr1VWQe4oeq5J3uDacLnjxkcZtjP9uuPqDBMzyWWkCP7G6o7FP9Xe+V63vNSG6uVwPWXSzU0ozX1BSh6LzbdxV/mrfttX/eObk6c6mWpsWkGTq0d3JoZiOgjZlFVUv+9/NXcllpJ07/uLDP/QXcjg4V828e/ylWQf2E3Mls+9+weXLWT3mn+q9XM4cy9hQgUuVSSpc/35JvsTT+Q6550sij67cR+sFnIy0/l18cb6GwaRhgd2NACHw8Hq1at54AGfYSOKIieddBJLl1avCmW327HbfRfW4mJ31ROnE6cz8EzFhA5dOf+S63jwl8183OF1rtx9Gwpig/rw6IQqoqFBx1Wlb/to+iSHszmzhNmbs7hgaN1LQ2uLwnnBcRtTpOWcLi3jZHEF74RMpV24scZ5xLRLQ1EFrIKdQwfTiW3XMKmqQHHl72Oa8TMAOl/3rXcug6/zCfo39ntaYJ3In/l96WNI8uuj1O4gjAo+Mr2MQ5Xobv+cmLhEZEVBrsVQTzw4h1mm5+hRfAC+9W3fM/oVes/+LwbV5TeGKWcz50oLWekykMlQBLenfbeSRBfR90SeNngiz4/vSrsIc5POh+YkbcA4iv+2kkA+W9f8S9dBYwM+VlVVfly+i89N3xMiOCgyJtT6OT2KDoKz/Ij6Lsrc5V9Nhuq/9d2mnqytSGBV+0u5KecpcpLHMyrjAwAMZYda9HN4xmquMe0bf+Mj08sApO/Rbmi5Qgxxaj4RlHOooAynM6pZxm5tVn/1GKMy3id3RhTSfduQDP63OG/IhCo3+ftXKlVFctjLEdSaDbm4rH/51/Q4a9Ru5BVPICLEZ/Tm2+Ay++NESjbeN1kaPSdp/zJEQBVNCIr2O7AX53rl84J1rinlmvGaHT2EFNlVZ96PQan+kKRu+xPnpMtrbO/5VmR7OUqV+XrUEwyC2ujPMqJfL6wr/Of0letElpd05kR3n4JTc6CohpAmfWcCsMx8MybBRUb2SEKreDo//Hs9F1eKUukuHuRkwxpmS/eBJjPLNMetPG78zLsSaCvOqzan3IO7SQRyhFjiRKn+ObsfaByupp//HkpLCol/fwA/ulSapnPTMJrVeM3NzUWWZRIT/bOWExMT2batehWgZ599lieeqJ6hN2/ePKzWhutrPtgHbAXayRipFDJz5syAjxVzc3GpIsWltgYdVxOJqshunKxaMp/ww3Vrsf24R2SxMgJ74jCSC8vopu7i1LjcOufQT0imMwf597fPsdQRD9oUbPkZdAZy1UgW/7swqH3/5DiOLS6R/+4spqzI9zkPlEEpmpfPJMiYceIqq/vvKB3YxGli9RCKNTsPslseSbEQQVil4yV3WdtCh/ZT2LpzDwPAm7UOcEBNYKRxP2sXH1nZ9TXRlST6sJuNK/9lR1bgy8M2F9gx8aFrCnlhaZR2nMSeWr5nObcQRRUoLytt8m8jWHyzW2T34SKeMfxAOaHMnOkff+XodA2U5DAmQWBL0iMAfOuK5cKs50gtWcuMGTMQm1DlpjHMmTOnWfoV05fjUQdNq9hMsRpCutSBODkfoyCzYtUKzIcaFt/ZVojLXKf9TyE8345F0ghy+96I4NZkPTvnRy4z5pC17BRmpqc2aawKu5ML3a9n/TkTYfdfmipMd3+VG8e+jYwXD5PKYT778nWiUnzarZllsEbtThhqk35LZ2ZqXt1sa3dCS3YTLlQw948fcYVqK07BONdkFZSD2rU1r6L++RpccJ7lI05w/E2HCAOnF36OuTi91uPOdP+/Z9cOtlT4t3mu5HnCTSWsXng9eVsbHxvcXujHEFXzEH7sOplprktJypKZOXMmiqJwdqFmOWbnlzT52jYWCyZKWbJwHpZof9WivWo7vneNJURw8IblJm7o5aTz7tlQafExRcjhv+b/8YzrRYYr60nfuYWDLv852Q5upA9QgpUVAcx3e5YASBzMzGTmzCaGGqoqkuqgLHcfFzStp0bRrMZrQ3nggQe48847ve+Li4vp0KEDEyZMIDa2Zi25+ijIzYL3HiRKKOWDPeG8PXUYSZH1xwM9L3XllkX/4aohHbn/lJ6NGttD3F9f8EH+nWyz96P7lOqufw/FBTmsXPECaxjDGWOGk5oynX271nHz8El19r8gYxbp2ZsJKdjMgJPOJrlz08sVVmX3+sWwD2TBwJQpDZcRqYtZJevZUphN1559mDLSt3S2dfNa2m99zPv+N9PDbAw/mylTHqupGwD2LCymqsiEQ5U48Yz/ctzzycRTyF/GTUT2HIcalsjq/T9DBVjjUigHBg4eCgegvZDLATWOUMGO7T9fMaVH8zwUBJvN2/4HFbvpGB/BkAD+TrLLxd5XTgBVZZE5hwMkMuSef+s85p9tg+n81SSSLSHMP2VM81ccqwe7U+aZpd8zRVrJRYZ55BFJxJRP6z/ONoHSl14nXigkybWHIWfdGvzJOcuRfr8FpfspqH3P0zY5ncyZM4eJEydiNDZ9+boqq75dC5WUku5xXsdJYyYydJFmVI22pjNlStOqQh2pbN72NlSKZhktLyfv+E+JcCtnpG+YRjdpF2u7XEbfcU27jpVU2Fm7qSsODCRLOQyp+BWA7GEPExOf5G23+pfd4M7F6Vu2lP5T7vbt21cAG1YSE2FlypTGV0p09ZuBuPIDYk96ksw3JhJOBYP7diOy63FBO9fu+X4dxzvKwABR7VIZFsD1RUubPZOKXYth+ueEqWU4kwdy5sDqCciKcjHi+q/o3Ks/aaP9+y5aeytxQiGGIQNI61N7zkN97Ey0wF/nA7BS0ULAylUjU6ZMZsumteAWBUpMiA3o89VFzjor0Wop/Xp2pduQE/z2pawehYzIvc5r6ZSUyGmnD6akYBQZ7yygg6rJ2fUS96P074xrRwpZRRnEJrVndJU5rZ2VC4fBaYoI6L4c/+MrvGB+lnWMpv+Unxv/4Vw2jM9rDxGre9zV+H6aQLMar3FxcUiSRHa2fyBvdnY27dpVT34xm82YzdU9AkajsdE/vLiEFArVUBYq/UjPzmPm5sNcP65LvcfJ7nAhi7nxY3uIjIpFElRCXQV19rX3i5t5yvg3Txg+ZVvsduISE4lLTKm1vYfMIffy828/8734BOnf7cL4SHNkmmrLNrJgCPoNN8Ko0k04gLnEitHo+9uIZdmcKS3xvu8hHqCAQ3WOb7RUj9XMVmPoEB3GsLRoXsu6hdgVebDiBZBMGELHASBYtAUPi9V3fE5YTxJv+4noAEoEHik4zLHazbs8P6C/U0ZWFr2c7iIaAgiCVO9x43omE2LcTGaRjR05FfRNacnFIo0Ve/OJCTUS7jjMsu9f4W3TcoaImnejXAglNoDPbjQaWRF7EsPzf0c6sKJZDElWfApbf0Xc+isM+m+18ZtjTKHEPzGot7ifkYMHg1s9acShrzEa7w36uEcCRrm6AkZJXiaxCZqx5FEbMJjMTf7uLarA2Y5pRFLK3+vuwRNFkLNnHYnJleJXK1X7i67Y5z9uQTpXSTNRpU4Yjf4GToPoPAY6j0EEioRIIBtXSa53rKaea7aKMm7ddgmdDZqeuGSNblB/xpQefBvyX9YVh7Jz1UHOG1aD1zt1JMh2pMReSFX6NqGtpFhCw5v0OXqPnMxxv7xJDpGYJZUTxdUkOApxqieSH5LmGy+yXZPPD7tgBRVkR5lfXw6XQnfhABFCORIKoW4bIyYhiZjHtiJv+xPp2wvZoqQytnsCM5wP8vXy/dwe240JVea0M/4kLrR9ySlpUfwvgPlKkgFJUBFVufGfz1YMeTvQTngVc84GAFbEnQN81rg+G0GzrpOZTCaGDBnC33/7KvEoisLff//Ncccd15xDexElidf6/cLX8olsslzN9fMGB1QwwJMh2JjSsFUJidSe+sOUukvTDS3RvidJUEmNDvzE6tEugl1qMpKg0kXew4Fdmxo/2VpQ3AUDZBqelVsfZ5V8wxzzvXTf9ZHfdldF9WVvNaRuqRTRVD285KCk3bgGhRz2TyCQHRjclbgEdzlRQ4hPHsoe1iGg2tZHEnJInPaiPDCpF8XilqBxUyLVX2LQYpQY1107p+dsbv7iGFWZtXYX57+3hAvfX0beZ1M5s+hLr+EKkBMaeCbt5r73M9T2Dj8m3tYcU4WK5hWLr4qqKFiLd/tt6yJkkhIVwu7EkwGYF/2fFp1TS/Kz+Swec17GOPsrbFO0+P+SHJ9Mouh+CBekpvttPOVhx4obiKukUFK6f4N/w0qqHJ2VdHIPZXirchmy1/OI8UvOtf/W5Pl4x5e0h0lnSdNKslamvKSQzqLvt24IbaBkVUQSo699hW/lE1izv6DmDPzBl8J5H0HvM6vtsqjueHZz08tzv3H9afRMieHLywbykellnjV+RGlpEbmldibZn+dp50UMmnJNk8exS9pcXeX+Vb3K3bkcAMVqKEqVxDqpy3jKOp/MacN7MqZbHOEWAxPEteQu/araGCU2FwoiFmtgkp4eqSyhDnWMevnhCvjwRECbd1yx5vwQ4oKvYFAXzR7kdeedd/LBBx/w2WefsXXrVm644QbKysq44oormntoL/eeMZiTOvo+6sZ/vqmx3byZ05nxynXkFJUx7NB03jO+QveCupdQAyE0WhNUjlBL6lQEyCXK+zoson4jwkP/9pF0TElmkawlZxxY+l09RzQcxakFuruE4HuKDAmaFmBYabrfdpeturFfWx1tD1INF7d+7bUL7aTiH6vtM8takJHHeDVGtuNnWdMFVcNqrjB1JFMR3ZMFcj8yCUzE2+FSWKr4slQrzIGF55wdm87fpru4dvGYZlW5qErWvu1M/nUI6ZaL6V++jN7OzdXaWMfeEnB/qimUXCIpF0Lqb9wYzI3XiW4Myz66k/42rdLO8ihNDsooiYiiwNJBL5Bm+5r51sktOqeWZL4wlM/kyexT23HYLYtmy/eJt0tuz6sYBLUBj7JJAeH8Iw/0bhdy/PM51CqScrvfPo+Rz/5NQZmjkp54HeoeDcTurmzlLC+qp2UD+qzkSFhJHzoPb3j1yoSiDcw0PcAJwmpsziqZXmV58FJ3eK1/NZUERZYxCe6yz5amG6/D0mKYccsYBnVP85YmV22l5Jfa2KF2ILf/ddUS/RqDw2O8VrmPlZcUIroVhUoIqV6y2RhC6KXTGXDmbQiCgLEin09ML/KU/BoFOf6rKsUVmlMp3BLgfN3Gq9gUnddd/gWR2rm031dYSv06s8Gk2Y3XCy64gJdeeolHH32UgQMHsm7dOv76669qSVzNidVk4KKp13nfO7fNrrHdhBXXclrxt/z5/oOklG9jsrSKGHvTyylGxmif1STIlJXWfEEpLS4gQtUuEOkXNKxmvMUoMeOWMRj7nQVAhz3fNkoqqS68nlch+JEmEe21kz7O4V8hRKnBeLUk1F0MwVjJeM0K7QmDLyP0LK0qmGisHutskbUxBHcGvdkgEuuuUa1YG1bb+kggp9PpXOp8gD+sZwXUXi4vYI2iPTHvMHTHNOrGgI7rnJxAFzGLUMHO+n+qS9s0F+nzfctSrkqrANuMvdl55u/ID+fRc3jgWpAe71lT69PXSnwlabWcHc0zhptSu4tf0n2/zy4XPsua496i/xWvAXi1TD2yQ0cjngIdP1x/HFKUFpPnyvdpZ3o8r2IQPK+CIDDD/DCvGf/H864LmSS8ywn2l3hOrOK1c0vK7Re0FaAR4jYuqfiSRcuXobqNV5cxeMZrkTmZbUoHP13upuKwaZ+hUA2l+73zia4U0xsoxpXv0Vvcx0eml6lwVMl0d5ZBaTYU7oM/7vIrumOvVGnRFATjtTKea4jsdDBg26tsMl/JmUXVPZyN6tuth63Y/FcQ7SVaALRNNWLHRG5p3SvB/Ut9CdLlVSTgemVM503jGwysqK7eVBOe4hzBrLD1mTyZac6pRHQIfq5NXbRIeu3NN9/Mvn37sNvtLF++nBEjGh9w3VhCQsNZ2X8aAOaKmsV0P3FpHgmpKANk94+riUUKACwhodjdhROK8/2LM8guF5ufGcs9z73KYaLIEJLp2L1xyUH9plxHMVZS1Gx2rpnX5HlXpjisM484L+cX63lB7RcgNErzEoap/jqvSg11qJN7jqyzL9ESSqYaw2Yllf2nfw9nvAGx7jhaS/XYzNci72WI7R3y2msGj9kgEidoxqsQ1vaM1zCzdp6VBFhly5C3lZdN75IhJNP94ZX0OT4wj0qXfqO8rysytzR8oo3Glxx2X5iWGawg0vOhpXQbNLbBHpN2Ret4wvAJxxX8GtRZahNTwF7pAex/w4I/RiWe/mMrP8pjeMB5FRtO/Z24dh0ZPHkqSamaAR0iuEgkH6u9+QrEtDb97GsYJmwjxqwgxmsPZcbCPd79wfS8glZGOk4oxoKD1E7d2KMmsyvXhlrJe1hKGHuUduztcC4rxQEA3Gb4mbjDi1ErNENGbmTlqJr4N/kaTnY8z+q4M4LWp9NtgDkEM5HWxt0ThUqxv/Yy/2s9zkpaqKs+YtviX7xvK4vzW0Kapr9aFZfgNl5dTqSKPMIEG2Zz0+/5ALvDR/Cl60SyTP7xvfayQgCK0T5LNc9rFUacfrVvvnb/mO6UwlWcLi2jnRJYgQBBcocN0IQH2ER/nfW/5KF8LJ9CRGTgq8XBoGW1YVoZY4RmJFldhTXuX20aCsBp0lJUm/ZELBiafiILokihoC0flub7xwgePribRPteeooZjLa/zk/DvkKUGhdXag2LZGe49mBQsHluPa0bRokliS/kSSyzjg9qvwDW8Cjtf8HuF4+s2rUL3GZF+/HnqBHEtatbyDsiqRvjXP/jVMezDOrqL6kihmjGa4Xge3q3y5BHJJK7IpNBEuktap4a6xGlxREYYe7lo9KKwDT8ZEfjwkFESWJZu4sBEMqCF1tXL+4b4PK4c+h1xds4EgchXPB5PQfVTlT5Xi4zzKFv+fJgzdDHtGj4+br621Xln6fh5xsaJDJfWlLE6nVrcWHAOfAy+g+rrvGbnLuI5ZabuS3vyYbPKUisnvkRSz+9P+grQ6DF+/5PfZbvzdMIU0pQupzII87L+UbwZWFLQfS8Arjc6qQmXAxoH4kgaA+O+ZVKZc6NvZgTHK+wqdPlFHTyVfYSCvZhqNBi8FVrXFDmAxAXpt2z6jOKGoKn+qFdaELlrgt8Hk17FW9k5aQ2gOLsdO/rktISditJHFATMBiDY1h6h3XnrMtOByaH9iBhCA8s5Ko+NiedzcOuq9hhHew/ZpkWB1/s9ow/f27/OvuJjI7jMJph6HT4h6CE27UwAnNsYLJvQjDCBhT/e8uV0p9YjI2rUtcU2uDtufGERGnL92G1GK8LlH4UqqFECWV0dKVr2ddBMF4BloeMobSkiA42A90rbXfaK0gSirlc+otXXecxoX/nJo3jjO0NJfMwFO5t2oSr9uteVg1GAltVrOE+j2hZaTGR0dqFXHBoFzgjLjLVGHYq7RlXjxanxSgx/54JGEUBU5VqLIYQLRYsRPU9vWregDDMBhHP5TOXKOIopNPA8U37YK1AQslm1puvpqgoCthab3vZXQa5UeEgodrfyVCRW0/D4CG44wdVQwhiUj9MN8xvWn/eBIYg1/quyfDsfkpgBumCF7T/R14PSQMCGm7zp7fyl/Arv4edzBnn1RzTbzBpcb1GtWVrkHvYvXEZQ1ZoUoirZ3djyJSrgtq/w2HDLGh/R0toBAldh/CFXEZ4oQFVVREEgXOkNyguq+C7+ODE5zkFI6jwvXkaS0ojuDl0K2n2HRzaFUvsQG2VqMId32k2iEy44DbKnn6ZUMGGoSIHo1Nb5ZGCZDABxIVpSab1LUc3BI/Hzyk04X4oitgwYcGBo8I/JKy0rJTKgRPJQh4uWcEgieQZEjjH8TLto0M8ghlBw5OALMtOrE7NqPQ4uZpKmFm7ppZVWQWzO5xkqTGUmBNZd/9EogLwZHvOM5fD38iPdWke14h2gdkNzpAEFsj9KDB0p9GL/Ir/55koreFW6XegZVfUjynPa1iMFnMUoRYzp4Y6vG8rTxMlaE+YiYJ2IotBMl7/TLmVB13XsFv117dzuiuK2THx042j6N8+qknjlHeayN3O6/jOELwlIwBDWTYjxS10VIIv1G+2WHGo2g+9osSXnf1nwtUMsL3PuY4nGGV/iz/7vhJQfylRISREVPcQhCvV443PrviJJwyfEGHzxdta795AwU3biIxtewlblpBQIoVywtTAChQobk+3qxE3Jc8Nt0/Rv/y67iBKc8WNVsblKd8YnNg3wW20N8kTURM1ZfPGdoH6NHErJ7/JgXkn92xazoi8XxAFlQ5DJtequ+tJZjSqrVMeNmejbzXItXtBk/vbm1vGhwv34HDH8FaU+rK6raHhdIy1YsHOqa7ZbNmiCdOXqmaKCcVgCE7YQOWHvhCziUnSWs6VFlK602dmeYxXi1HCaDKzqbdmwIuyw2swmSKCd63pXbGauaa7uTD9kaD16Snd7RSb4HkFbG7PrbOKkkx2vscbqT1gxVPoTUYqKtf+j7IGP1nYE/Oqyk6vU8sSFRzjNdyoEkUJirukrodDsSM4zv4Wz8Y9G5DhCr6HBlclz6vdVk6MOz8jLqV++U8AUkdxqfMBXlQvCax9TfQ9t9qmG+Wva2jYvBxTnteopE4Msb1DAeEM/uJLwoYaOe5cTZhcdrkYLVavzRss47WduzBCVrH/k5Ps9iTJgpHBHZse9xTVaSA/yOXEF5u93oZgEJf1L9+anmJd0Ujg/KD0WZlPxbModcAZqk+aqsQpUkQYd03sTv8OUYzo1LSYGimqSuncYdfQf+XPTDLkstV1k3ezNSwSa1jLa5cGg5CwKABC1Yq6G7pR3LFmstjwG4M5Skva+FyeyLPfrqO4wsnU49Ia3E9DWBhxBp9kpnFC0iiCIbbnjQELtvFaU91MMYBlNbmSYRngb7csX0sqPUQ8g0+pXcXFYHZ7XpXW8bwW5/scBr3yZlNeWtTo35nDbmPqy99xQE0gr8zBfSf3pKKsiCi0RBiL0YQBGCdu4HJpFqU/rYI+/yK7BbylIFVTk0UTnvBByRRKafxAOLAG8cBKb5urDjzEraZDlNufBlK9iaOi4uBJ8UZERyZ3dhgSlPkARJkFuoqZiPbgGXsHYo/nettbDEmN5u0m9GMXLKAW46oSNnB4/Wy6AFuFLoxgE2bBRXZRHjFhyRRWaOdrVEhwQwYAXjNdQ0lpOVeHJJGiFoEA4THVCyg0hoE5v7LO8gxrDo4BfGE8dpfvYSZQvrJOJTe/gPNCfQnLDrsNz93SbA0s4a9Xkha+eKCggsJyR8DGsx+pxzf8mGbgmPK8hoaYuXziMBREfjBP47iNj7Br/WJAE2GuCdEQHJ3P1BjNC2Dfs8Rvu8uuGRlOMTg/zJ7twjEbRHJK7Gw7VLeubENQ3Qlsqtg8zztfhlzCG/I5FBHu3VburmcdZTUyrnt8k2Nq1H7nM9013rdh+5+0Q1vyNpqa5lE4UggJ1x6AzIKzmqxKTSgu7cbQGOO153Gnsjz2TGbLWqz4vrzqAvHBJl1KY5YyDFtU9/obB4LYgp7XxW9AdvXkNkWWsZW7b+auSsZrVGBxbLJ7KbHYUPfDr9FjvBKcmuYN5XPLJXSyfckBNY4Iytm5Ylaj+ikvLWLVl49wsfQ3oLJ24Uxklwt7uXa9q6gke3Z91HJ6ihn0cG0H4GH1PZ41fIDJHhz9XblSrLjBHIK5vRbmIRbsJrNQu7a3d+yhn5hOQrg2L8F9T5EUO2vsKcxXBhERGxyDCSC1zwhkVaCzso/NC38JSp8VioFsYrCFNM1DvCDkJD5ynUKJGOXdVu5wsb1AZLXSDWHYVZSirRCU52vXr7hdPzLT9AAXVgTfu7fYOIrflFGUuCRCBO1aGBGkFTfRrN3LjC5/28Lm1K4NZkPg5tea0DH8rIyhxOCLja6sDysG8mAMRIYYaRdhQUBhX27g5cP9qGQD7Eg5G4BVoeMb11cTOKaMV4BbTuzGxzG+BA+P16Kyjt19zms4w/4kPWyfUtRhQlDGHZ8is858LQ8evgenw3eD8sSweAL/m4rVZODShN1cJP3NwZ0b6j8gQDzGq9IMUllQc3zQuPzvecbwIUkl1T3ijSHCauZL+STfhmJfbWdjEMSvjwTCwqNwqtqFrOTtE+ttr7qNJaURD08ms4URt3zOlDEjGSluIbxoe4P7aCieJdiQICUHiF7Pa5Dlo2o0hlU4uIqZGw+xcV8WuYf2s3nxH2x6cRI8n8ZPbz/E8o/uwB7fF5IHQT2axh48xqtLrPtB2+A+x82tFDaQW2pHRWS1QVNTKdy5rMF9HMrYhfBiV0ZlvE9/YQ/plov51vgEW5b8jr1MW0KtqJRUlHbFxwCECxWUFhdwjjCf/xrmISnB+Q6yjb6kUMkUgjVOW91JFAq45Zu1lNqcxKmaoRzvrroluh+UJcVBqft6FxESPC9pREJH1kZp17ku/96C7Gz6Zw3W7+63mMt50jWVfLNmrK9Kz6fPY7N4PP8kznU8Qdzw8yl0G7b2Ii252VB8gN7iPuIpbNLYNWFw53AUlpQxTx7AaqU7Ye4E4qYiuQvedLb5a1EnH/iDH02PcWbRlwH35TF0PV5bwG91R2pAkvcXrrvYa7kE44GG//4A2DZD+98ax28d7uck+wv80bX2ku3NxTFnvALEKb4qS6pbv9Tu9rzaVSPT5QlsULtgxxS08o3tU1KxCE5MgkxpkS8GxrNs6wqS5xXgtIrfeMb4EZG5q4PWpyBrT6VKIzx0gRBnUekj7KUo06eF2bd8GRcZ/iHKdqCOIwMn3GzAWYvxbTAfHZ5XyWBgTXctFKajepDsrLpjlLPD+/Kk8xKWR57c6DH7FP7Nt6anOP7QF43uI1B6FC/lDHEJUXKQFA5a0vMKzFm6mtu+20Dq4TkkfTSYPnMuor9tFXvUZOTMDfTO+ZOvS4fCtfMDDhtQ3Znacj2KER7Pqwkn+/JqXmlqTjwJRIf6Xc9Y+6s8W169klJ9bNh32OshO17azA6D5oHv9vc1FGzSYmrtlTyv0fFJ2NwyhWGvpGF0J3RFBcm79mX8HeSompFitIQSlaAZqO2FXLL27eTgoWwsgnaPCYvVDN3yuAHc7riRL8QzuUqayX+k+YSbg5up3e+GzylXzYQLFbjKC5vcX+yhhTxq+JxhFU2LVfYYvx7v49fL93OROJe7DN8RahRIjQ3l6djn6G97n4zwgQCINu1+qViimjR2TQyWNzFZXEFhSRlXOO/jGuMzCEEKKTG6E4RDBTs71vtWXC1lmQwRd5LgCrw6YXd5NyeJqzEU+67nsimSrrbP6W77LGDPK4AgaJ/PaW/kNWCZO3CkPJecUge71PbERITXfUwzcEwar+aTHgTgkBpNRmhfABxuIWQbJsw48JQ+654YnD+KwWik3B3PWVFa6N1eJkUyVx7EdnPfoIwD7jgsQHEFz8OieMMGmsd4vVv9hD/MD2FY5zOAJLckh6eAQFMRRQFTLeEBnhv70cCIix8nQ2yPXTWyeePaOttmh3ThI3kKWyLHNXo80azFWxlqqCsfbM4q/pI3TG+RULKt/sYBUJR0PGPsr/JsxENB6c9LTTGvQPfsmQAcVP2lkf5WBrFZTcOIiysqPqV45XQoDbDEryduWarb82oKjeZb13i+kU/gjre+RZGDbLDXgSLLfOu4he9MTzC6X3f2q4lsP1zq70kKgL1yIvsUX0KNdMbrFBOKRXAyMv1/POP8LzNCz/Y7RsQ/kbCQMCwBxgjWh9kgYnaHYRgtVmIrSfnNMt9HQYam+FEoRIJRu8aoke35RRnNmop2PGL8kicMn2E0BNd4NVuslAqa/J/qbPrvMrZgHVca/qKXbX2T+ok2Okgkn3J3Ym5qpMTTxo+5xfALo2NLkEQBmzWJYsIodxu4kr0QAKGe0uCN4Trbh7xneg1Tjra6FxVED3hyD18cc/oWXwy0Z7VLbUBI4pklX/Oh6WXiDvkSARU0qS8HxgYZ3J6kO7mxxmslEnK0sMv48JYvo35MGq89hp7AdfFfMM7+Krmqu5SeO5vSIjiYY7qHdMvFXBe10is7Egw8JShtZb6s9+zI/lztvIfvYq4P2jieJWA1iMarRx6juWJewztqsWLRxT6jRFK1m4JkDN7fINRac3jA0WS8Aswd+i597B/x8OqwOvUeHe4a46YmSKBJlppju5oDk3u5VzIHSazcFEqGmkiuEOQbo9EK530CaWP8NqeKh4mklNwkX0jHsnYXM+aal+g37lxvGcyIP66FnMAM9ANRw7jRcSv/xNSdSBkWEc39rmvoJ+7lJ/VOdq5teunrQCnKP0xXMZPh4na6tU/EYhRRVcgqtNV/cCUOFFSwVu3qfd+l/yjUW9Z6S2vvU9uxPHKK3zGbRr0GwC+yVlijQAysBHIgmA0SK5WeLFd6YrJGYjT5rlUVQgjOg+sAyArp5ndMbyGd//EcgNfIDDblortfV2DJm3UhOLTfttJElY+r819hueVmYnZoVfnCyjO8+64Yov0GQ0we76z2YGN0aPdLMTT4IvgetYjyCu08DGb4Rmxie3YnTAKg6LBv9VBw/z3Ueh42KzOgTPPcjtjylDcu3qPuIjYwJ9speYzXpj/UnJPzLgAJEbrx2mLEJnciXiji0L5dANidLkrUEMw46ShqHo9Ljmua5mpVPOL4DneFDcAr89KQ4O36UCWP8Rq8rGLBU3GsmYzXmJ6jAegrb6W8QvtxG9zGqxhE43VgWs1Vs6zWll/2aE7OGDscFwYyi2wMfWqu9zyriqX0IIOFHcQrja+6ZAjRvFimFvC8RiiaxyYkMjii7gb3ld8lB1nmy2CCvudAn7O8m7LVKADWW66lvymTbaf9yrrj32Hk9W8zMDWecyeNR61UQayqnmJt5BmTmamMJCN8cJ3tTAaRJ8/sS5mq3byKD9SvAxwsinM1KbpCwjCZzdxqnc1bxjco3NWw4hCWQ6v5QR7HX/Iwtp2iGUCRsYnsStCqI75nehVjub8M4uDJUxlt+p5FilYZqMQUvIIAp+d9RDfhAH/IIzBFtgNgq3teqqqSu3kedtVIUZRPVdOilDLT/CBdRS3fwmtkBplfwi7kfufVZAoNL+VaFdHpzgkxNc1jbUzQwjyi8jVPZ2hpOgCHQnswcoxm6B1XNo+nDB8Rn6U9XFlcWiyzsRmMV8VdYeuyffeTbrmIx/PvC2r/ckJf1iudyXZVco40wvMqVq6I5dG6rijgdeNbvGR4p2FzcnteFUcDr9e7/4Elb/ptKncvnHRL0MMGWozU0vUsMt/GAzvOw+V0sHTZIu5w3sjj0c9623To2ieoY9pEzXhdvTODXYe1zFhPnfGqgvpNQfGUtA2i53Wd9Tiec17IwdhgCBRVJzJtMCVYCRNsHNqrXdgMXs9r8OJRu6Wlsl3xr7w1z3B8o6uaHanEhplJjbUCKgZcNXpfM3au58pVZ/CT+XHG5k5v9FhGd+Uy0VnmzbAOKuu+hi/Pw7n0PWLRvDDx7bvWc1BgWMsyuN/wDefafqy37ZpZX7D2hSks++LRwJfc3RnBf8jDWaJo15M9YhphsR3oMuB4Bk68yK+5X+JmgMarZ+k9kAfgqcelERKToo1VlBlQ/8GgxJ05XuROxhktbOA0aRnKwsC0mz1cdPhlvjQ9S/KJN9BzhC9OO2akVu2tQA2jo6164mBsZCiRuEucmoLnZbcImrOjvZDrVUOJTtI0N6Mp5m3XmZQQQtSA073HhJb7f+9lhuYpq7k2ahLfyieQIzS9f9EdeiCYmmhou1ciurm03IYQ93dRavVdk7vbN3KJ4W+iCzcBYJW1e6U5IngPHR6qJiCbxeCG0hQNvYUzHU/xg+JL/BY8cniNDIdT3FqvqqOMM6UlnCYubdDxssEdvtJQ4/WLs2H2w36bXKpIuMVA++iWX7k8Zo3XQSE+T9P62Z9xde4LfGh6mRBzpaeh6E41HNl47JJmvG7dupmJr8xnS2Yx3fd8xnbzZUzNadhFvE48caly8IzXlY403pXPwNa58Yk9dSKKlAjaU73DLXljcFcCkkzB87wmxkQyTxkIwP52E5lsf44f2t0VtP6PJD7rvYbF5lu5RJpLXg3VdrL+eM77WjU2/uJjdJfW7SJm8c2i4MSi+pG1HnbNwbFL88SUq2Yiomv2oDeUkIpsrjf8ziRH/eWU2y17kkHli2HnbL5etrvuxs4KeGsYzLwbgF/l49k84GG2TP6WhDsWIhlqXsHwK9MrByZpFVm0jdPEpXRw7gmovStUS1YSSwNPGGkq9kLNG1rqlvNyDbocgD6lyygrKQyoD1VRiJe163Zkkr8oe/fB41g/9gPyDfGcN7K6jNp/5D95xKiVJ5WNwYl3BXCEaOdhnFDkfXiIS0qlVA3BJMgMEXfwietkegzzqZwYKyWH/qyOR5rUPJna4e5S0RV12WPZW2DvQiiu+0HGE88uWprmYTO6izGEqu4wPbuWPO0M8cUxq26jTnXHcherIeSokViaxXj1d1oYT3spqP1Hu3VU8yqVCxYbYbyuSvyP93WFWxlJdcfVKzQsbkCRPN9v01fKZERSY61B05NvCMes8TrkrFu9r8UtP3tfK+WVqmEEOUB8Q+jxrFG68pTxE6YZPuX71RngqsAsOJGC+Lf3xNIIQfS8HnR71FKa8QnLKWjz9pQiNLo9r4YgarAmRVowoXm0sgwpbFc7EhUbvNKMRxJp0WZShDzOkhaTW1b9XFDMEd7X5o6NF0mPiE/xvg6zNoNqw96FAITu/gOAw1Ji0DKCPR53qR61AVVRvColdzuv581/93tj8mqkPB9yNe/Sstizma0MIzwqnt7HnYLZUvtvyCU23PPaLftP3jK9yZCCvwJqL0Zoy8jG8saHijQUZ7E2lt2keQEHTbyYA0ISZsHJpj8/CKiPrH07CBO061BC++oVhQaccD5dHllHv7HVVQy6SpqhPt01niVpN1Xb31iskrZydo60CNEdgmIwmtgdoiXgRlFK7CkP+p2vnjK9FaqJmIs/pOfQ+iXtGkNHMYfR4kaiKlUPrMa/z8Nnp8G2P+rsy+jyGK9NM/zNYdo1JxQbiqIS4tB+U3KI72FUdXsGRfeY58nPMMz+DsZ2jS5oWiuVPa97xDS6DgiuAH9MqGa8lthcON35BXbVQLFqBVPg8cMDrvqf93VFucd41fpTGmjG5YZ2o0ANoyi3AQ+vtYQgyogkhLeOUs8xa7xKBgMFbkH8xPKd3u0Du6XCbRvg7l0BS9UEypL48zmgaj/SqYa5ROWt88W/eJb6g8D2xFO51nEHq6JPDUp/O1b/w4v5t9BT2E9KZPCrnHjwlMCT3YUbLhRfZJTtDdT4nkEbIykyhK6CdjE352lewtggJuUdUfS/AAWBgeJuSvOqe1YyE8Z7X/caU73kX6Aktu/CXZZpTLE/g83ZDCViD/vrJGYljq2lYcMRPFJZ1BwT7KG4MM+bTCWHxJNdbGfW5jou/pWksjweErOx/svtqohKOsRKYJ5XzzJkoDF0pmhNY9NqD5LcWACo5W4Pm1lzCAiiyIHuUwHoseW1WovEVGbfPE2zdauxDyGhDfMACvGaNzZWKMIUFrxleo8QfVXsXaeQo0bQT9xDd1Oe3z6T2/NqwklEkCWyKjPWsYgvTc9yatFXtTfyPCAJdZ+bRsWdh9BEz2tIaBSgFVGx2W2EuTRnkRrqM14Fd1KY4KpAVVW/8rrBprLxWmIOfjnwSGcO8813sMp8PQVuB8LnsbfT3/4heztdHHA/RpOZTDTPs6egiSd0qaHG67KIk4kWSjm59GdfcZT6sFUqrR7lU9SQkYKq0NAQjlnjFXyVWJJVzSuwPO4cTpp8JkSnQlhwliUrE2Y2UFGp/OnkQ+9jKNGMCtUSPC9vcUR3ZivDOGgKrEJPfXT//Wz6ien8Zb6fTtHNZ+j9GXomTzovpiAkDYDDcjiZxGE0Bc/bG2KSKInQ4iXfLxoOQFxY8xnkrUpYPPlGzcumHq4eB7g7bBBptq95fPCSBhsDVTknZi8zTA8xfM8bTeqnPi52PIBz0JVB60+SAtN5LczW9BWLCOXMoZ1JFQ6R/udrbF9VS7hBpf7al2+hvZATkKLDAWsl75IcmOcVtwZzoMuQIW690ShXbmD9B4FyxUimGoOzkodtyLl341JFoihl0z/1V0+SSrVrZWHymHpaVic0pRcAXYRMIizBSzqN6jqixu39TrmGfRHDSIiJYmi/Xn77PAVRJEElshn/BknDztLmomzDYa9F1WH3P9r/mXVL6j1keYgT7C9hT2lazkNIpXLAxcUF3Gq/gUn25ylOm+xr5M5xkGSbNycEfCoEweTfyDPZr2jnpN0cPBUKD5I1ijQhmzihmPJSzQD0GeMNM78c7pVJjya96r7GKA10su0s8DkY8rMD1FC3RFAx/nHyel+GfL7vYUhRBYoqWqdiX/OkjrcR7IKVyhKAKSff5Sd1EmzCjSo9RJ80yLfhl3Nt7jMAhHYbHbRxTN5qHEGuGgRIzVhGdVnEZBYfzqOvRfMMOZohmQ0g57hHOX7GeA66n2Q9SztHI/khacQ5Mwkp2lVtX4VD+36DcVMQTRZEQUVyBK8kcU0sVvrxQEpwkrUABCkwz2vOn8+SChSKMZxlXMr95jvBDsx4H1uXbViiq2R0V/K8drDv4jbpRxzG+qv1hVROGOmgPVyx4TuISIG0mpc0PTF0QoCrN5FJXZglDyWLOC5T1RaJV5sV/V+u2j2Ge7r0wHOlM5rMyO4L8IFlP2Hs/x8GdIiqtQ+jW6xeDG147GO7Tv0B6CRms7tkI5DW4D5qosfQE1iT+zoRSV2pfFaGhIYz9K6fajzGVCnmNcTQDCsVbjr2GEQRoUQKZezdtpKeQ0+o3sgT97i37uIDGY5wDqlGP+OzMYgGI5+rp1AqG0ncXcgBmwWj1JG+XX3KPoJ7OV102bAV5/O76UEqMGORJtfWbaPZET6SG523MVzcTs92Qxke7AFMoVRgJgS7FjqT3M5brKOh950cMQGcLircq1seqSy1gTGv10/oyoGv4mgv5FKSlwmdAljZNJi5aMtw1u7vTu+9+5jp3vyRfAo3jK8ewtMSHNOeV08ClYfoxPa1tAwO43K/YaCoJXqcbX+CdUoX2ina0l1St8bHHFYlzp7BmeIiUovXBK1PgOLk4BnYNWEx+KqvqIrCQ8JHPGT4EpMSXAmm8T0TOUg8uH/0oeaj9xmuLESLRzVXZFfbZ6jIIZlcwoSmS6oJ7vhZyRngMlQjkZBJigzeA5ToNl4l6va8hlZoXr+csJ4k9fL3PpVvnFH9AMXfGFYQMQcgRO9xxuyNHAkxnSB7M/x0DXw6pdZjvAkgAapyxCZ25DrnnTzuvJSC8nq8Ji4H5AeWCFYXZXbt+w2t8qD0r6LpO58lLeHPTXXH4FmchQAYwxtuvMa26+B9HZrVyLKYtTD45MvpOiDwa2NIaDgrok9jZeQk2nXoVv8BjUQQRfZaNIWLgmV1hA5UZunb8OlpYPf9jhVFJc+95B0M3fM3jFfzgusC/ly2ARGFIanRRFp9S8+i23iVFBu28iL6iekMFHZjqCXJsSlIosAmtTMfy6dQ0r7xhVrqogLtd+myad/pY4UP8YnxeZJomNf9qZinGe94lUNRbkk8pXFhA+O6x1NmiNLmVlj9vlAjqsra/YVYsNOzyFcoYYt5EEPTmkctoz6OaeP1zYTHva8/cE3BGhpRe+MgILgrEc2QR7JW7UZJcQGioD09hccEL0yhQ9FKXje9zdj8H5rclywr7FA0A0g+7c16WjeNZHIYLOzAvnsxuzcu5TLDHK4xzMQkBtc7kRYXyok9fUlafZKb9+/emsghUQAY3FVqKjPx4FsssdzKkJz6ZaLqw1PH29AchQoMvrCRYeL2oHrKxQA9r+9IF3G38zoMEx8jMsXfU+HM21v9gCrlYWWEgKSsMmJGMkcezLLEC7QNhXWX9wUwObXlSMkaWOiRySB6l87zy+p5cPn8DHhjEOz6O6C+a6PUroVAVH1Q/FTWvGlblY4YF71IxuM92bjgV8jbXe0B4D3DxdzpuB41ZWiDxxdEke0G7e/WflTdxRxaguG3fcWwO74PWuJhbTh6nQNAfEHdYQFeZj0A6Qth5YfeTYX5h3lU+IibpF+ID0KIlVVw8oLhfT4svo49lks4RZ7vt7+ww0RG21/nu5L+tPtIc+rYhOZZEU127mOsuJ6OQnazhY/Z3XN3VpQhu1wMUzYwQVpPTHjDCj6EueOj9+zS9JkrIjvT3/YB50gNvy/b3ImTjqLAjFfXLzdzufQXnxhf5BXTu97t4eaWVxnwcPS6nAJAtfqe4JOE/Ga/kIgW7QafLORyhriEmPJiZogjCRPtjLc0rXJJZQR34oaoNN2jlpWTy6OuK1im9GJXYlqT+6uLMwo+5UnzLNiO9s9NbSVdm8KbFw1i08FiUqJDSAi34HS2TtxOc1MRqS1mjir4laKCHGxlxez951NCDy6kg10LYRGaIJPlQXJrvZrlZvC83rwCXtME5i9OPhTUZW41KpXJ9ucwmS38Xke7v8u7UiZ34qakziAIZJ/5DX//+D4zlOO4qeNkqqV6VImhVREDMl5d1kRecf2HcytsAXs8ra5CAMwRgatmWEUZJzZkVz1xtfvdGpJrPoOujc+Kv/Lwc9xm2oej5HHA5wWNQnvYKVDDcGGgA1l0+OdS+Afyek0l9oK3vG3n27tRqKRxXUJao+aQdvc8Dudl0yEluBKIRzLmSLcsmhpg/LSHSjJKBVl7mWqYSz4RQSljGx4awvlOX3W3QfaVfvtj4+I4oMbxlPET7zYbZprDxTCh4HvuN81grjyIMMvEZhgBHGIIyCDbSynMO0SsoKKoAlFxDSse0S8lihW7sjl/9UVkD16IIsZTTChmseGGvcMUAxUg11GCetuqvynavYoh59yBenANjxu3VGszWKwejtZSHNPGa5TBZ7CYaH7jxSPw3FXI5A2TdlEeZnsbMSKRhtWZqWcct/HqKa/aFDZ/8xDfmr7jRef5GKTTmtxfXSi1JJyYmqF0q9VkYHin1lnuaEny0k6H9VrVmC3fPU54/iZG2tf5tREaINlSGyardmsxN0eVrUplFBPig5tIKRpD2K52xKrUflMud7goc2jGqMc7kzhoCrPWxrFkRw5nqVUSPcrzwRwOZ74NC1+C/D0oCJgDyJY2G0SuMfzBORmLqNhgJ2TwhfUe87pwCSHOQ1ye0r/eth5+U24iwZLP7tw/IXlU/Qd0qSFesgF0dOymk5jORtH/mtRe8N08Q4+/FlZ8630fu/ULQLtOumSFQneIQ2wjPWRmi5WEY8hwBRAkbTm+Vim4yA5QlAEJvars8D0gluZo3v9CKYZgXDH/O7IT786/muttmnfXU/HNQ/fEcFKqLKk7msnzqrrVBk6S1rJXyabyg1WwcIgWkDUJyPKSAmKBMiyENzC/5tqxnemz5DaMuDh0cDdKe835JjXiYV42uRN0HTU7GzI2L6HnDM1rv+w7O0NLa/bQTnV+B9ze4PGDwTEdNjAYn6D6jE6PNPt4ontJNULw3eAvkv4mwhJcqQlPUpUhCJ7X4wq1eL68Znnu9UeVqhuvRYQeddWvWpLwSqfWcVlf0reK4QogBkHNwRTqrkuuNEPYgDWWQlHr32CNCmrXkltgWVZqD03Jz8nmXHEB442bCau07O0xog4XV8rktpfCC520pfZBF0NfTYJMRgxIbSC/zIFL1c73XYcKQar0B1Srz1FVVf6s6M10eQIRCYHfeD1xckp9igaJmsebqI64ZIVvVuxnX17D/8ZmVbvmmaqEZt1r1Cq7jZK2cPOUIWywDPPu26v4/NkFhfmcKy5gnLjeK/yuUz/OuD6cY3+cx0y1FGLpd572f0yVUuiS7zw3LNMeIPKtwUnMuWRkKtff5ysG4IryHzvMbOA6g38cuV1snkRhVyWvZWRccrOMkWVKZb3SmQrVjOLSHsBcQsP9hjGhJgYYMwgV7CiKjKE4g2cNH3Cj/GWD+yoK78o8eQDZhuqfWVZU3lzsM1Zj9s5AcidLLpD7+TcWWu/efEwbr+PGjKdMtbBEHMILU4OnHVkbDrG6kdBX3EtkkHXSTOGad8qznNgUMs2ap6Jvl471tGw6ahXP61j7q2y5cEWzj3s0IyhOMtWa/SWFqrYSYGhqyUfAHJXIArkfy+jb5L6qMecRopQCAAxBrm9ucJZxq/QTNwnf19qm9OAWXja9yzOGD/1CFvpHu7hI+pvYrZVuHjnueBfZocVsumNfVYSAdF4z8stxuS/L+SVlYDBDt8nQ8zRvgkZlim0unLJm1MY2IBZYdt905PqqeHlkuCQTny3dxwM/beTst5cEPA5oYuphqubhsbh1Pj1ssGgxjWutmvfXZfbtL8IniF96aDcvm97lVdM7SGLrxdm1NYSQCNao3dlOLbKJHuPDc27dsRluWw8jtUIOe9fMoY9jPQBy+5plwRo3MYGM/85necrlDP3PvdV2d+vgv6TuFJrHeLVH+L6XqNjg67wCfJl4H2c6nmJ/1DAU9+9NpnFGn+I+TpGdiBV5/Ncwj4nywgb3s7vjeVzhvI/FYSdjKy9l3Qsns+bF08g/fJCrP1vJd3tMnGWfBkAX104EVFyqyNdpT/K9ayy7Fe3vU2wIftWzQDmmwwbik9MovWsbI6zhSEGI5akPc98zmLnqO1YpPTjuuNFMXHUdE6U1xJQ9D/watHEiEzRDM07JQ1WUJsXyhrhjGHumBX85pRpVlq/NOImPiWr+cY9iQsPCucDxCAvNdwBwgf0RXIh0Eg/xoEHLQDZamyZ/AxASn8qlzgcQXHBmsOWXPFqUgDksuFXvJLmCO40/oKgC8HGNbcoLtCz4Esl/7AExDi43fkRxThjwhLaxcknm6ZfAdq1y0b9Kf4YHEPN67djObNmhXZadDgcUHQBzmLa8K/lfrjPTt7Ntwff8V8pnv6lrg0TcPTdBtT7Pa67bGM/bxaxNEmYchJXXsISYv1cruJJQXXYn++Ae2lGOSxVJTPNfnu549dcs/+cLep50uTavkGhw66GH41uhKsvX/gbFYlRQlq6PFQzua79LriUhMXkgnPgodHbLuEX6K+6U/qt5XctVM71Pviaoc+vQYxAdegyqcd+Iq19j2ewRfLFwO48Yv6BIbPo1qiaGnnYtuW98QLYljT7NtMLnkSK0OWVkt+e1oQoBHjzHqYqM4n7gUOspMFEToSYDoFK+9gfWK6GMKNdi2zPeOYmVFdMAK4fVKAAkdzJrIWHcfPJg5m59mR3zXuUh8WvkVvR/HtPGK0BYRHBvhnUxrEsi3535MaclhBEiuChcGUqUUAa9zwrqODFJmvFqFewUlxQSEdn4y73VvQxsDG3+78ncrieka6+3KKnEUELnuKZ7BY9lhneK4czxx/P01mnYcvawXO3JbSd2Z/W8n4gRSskjkq5D6tcfrY9ws7Z6oKpQ7pCDKz9Wabm8qtRSU/EWKRBUFFmuMUTFWZQFQLnJP7Y1IUVbRo2gFNVeqqmJVK5y5TZcFzKI+cogHg7gAXloWgyGjnGQCS6XE0qyYNOPkNgXJj7h1zb32xs5wbaKE4yQSSJwY8CfWxYkUEGpKWGrLBeMIVDZI793IZcUzeM7yy8AuJyXYDC6Pb2OMpT3T0BwlCBMfgb6nO1X5OXQthW0AzKkjnQK8f89R8W1Y8T593jfi5VKcncRs7yvbe6saI/Ej05gmFzFXCXNxCwbgRoSkuY/B9mbIHlwtV27Ny2nX9F8APacOp2+TbiPNBRRkhh5yiVc+O8f/GEfwW1D4gmi39dLZEw88kPbiZOazxTySUDKKIpKqWrB1sgwCEXwPHTK3lUdpYE6r6CpfpwvzecF4wew1bf9Rfs5XGeYQaEayo+y/2q0Q7DQNyWSvimRPD+vcaVpg8kxb7y2NOcP9Xkwl5zyPeKh9Yw4+bKgjmENjeARbuCAI4yHSmUimvDQGupe7jMGsaRibSR0HQpuCcY9ahLHTZjirReu0zgEQeDuyT1gcg9K7S4m7itgTLc4VhQayNySSPGp7xAbBKULi1FEEgVkRaHU5gyK8Zq1bzsZvzzB8AKf9ISl48Am91sZ0eAL2ZFlVzXjVVUUYrdrSUSOkP+3d9/hUVX5H8ffd0omvSdA6CBSlI4E0FWwgQiKu6v7ExssFnbVRREVrKCuoqBYdl1dVxFdXZW1C4ooYGFRKYKiSEeK1ACpZOr9/THJJEMCJDFTEj6v5+Ehc+fce8+dOZl859xzvid4slhGRiYFZhzJxiGK9m4lqUWXaoMAo2yyTE2yDQDExfn/sPnczorbuZaqgW+30mUVda/lbciK24+HjYv/ZSX88wzIOAFuXA49LoeV/8bM7kzu6qcDxfbs2ExOm44A/PTFm3QqGxPHh7fCggdg/A/+SWvAoW3+NE37kjpyrOlSnqwucFjmMdPnI2e5f4xkeYofqZk4dz532/9NkS8OeLxqgfLlYcvb1+SyPxYj32Du1ky+dN7N4IzdjO4Tmhyox/LymL58tHoX1w05fEJZ/bHaQ7s8+OC8l3g49jn4HJaP3sLJzhdonRHPZ8fetYryXlbT9ASWnTbrEEC2zfuc39ufC9r2qHEVH/t6ByaTv+EdRAHxJJfdAak87vh2u/8zsUvM0XMzh9JxPeY10gb0O5V+I/4ckhRdK9LPZ6GvJ5sOHj35+lF53cTjn4xS37drq9O8XRe+zhjBN2nD6Hr5VG46t8uxd5IaS3TYOP3ELAzDIPfiCeTcu45Ofeqe/qgywzD4POYvbIm9jMKtK+vlmJ4XR9D3wJzA4z96JpGRWs/DBioFq+W39Cr77rM3OcHrX1jEaBGcXzTWbmW34R/zVbCrLOIyDPjNBGhb8ce+A1vJIL9GY14BbA5/76ThKa0ILnaugsLg2/VbLc0DPx8c+NcaHbtceQ9O0ISt0gJ/4AqQtwHchwJDFYp3rKEJeYGiBfsqlpU8sO2wFDrOfNj5XeDhzkIv281MvE0Om+xRDVeHYSzx+n/v73FfhcfrY/UX75Bj+q/dE1v/S3g2ZuVfzmwcYXjI3rJJy1sWB2/f+R1rDsDXZmd8uX8KeRrJI/lNhyz+elFX4mMabj9bkqViQqenLCVjXcdtB4YNeP0L+QD46jBsoPIqb+WSc04kDX9nldu0UkgcH8Scx0zPYK5wTeSRpIkVhfuMASCz90W1Pnd9UfDaSHXITqSHsYFVc545duEjMX3M9A2lwIwjNin0PR6GxULujbPoO+4VWh9hLJREL3fZN/O9S469Tn1NtDR/CXocn5BQ7z3xsXEJeEz/x2DBgao5D0s2+icnrUg8g74X3Vjl+f1Wf27VDRt+wl0+rvCsu+GM2wNlmhgHGW37CEcNx9SVtD6Lu92jmGecWhG8QvDPwArjJBZ5u/PjRfPpesZva3Tsct/F9GCOty+l9kq/1z+8HVTGd2ArlC056ztssYTdv2xj6arv+HntSixFe/zH9FXqV62Ugud54yJOcz7JoZ7HHjOZmRSD3fBf524zncJSDwfz8wPPe+IjN0GkIbIGgtdjdGJ891rwhEADNu31Dxlrn514hJ2kJpLOqsj0YJb627Ktjp9jbyVeyi2usRxM6RQIXmu7PCyAYas6Sbx5m46cbV0OQAkOwODNtKuZ4rmKL3zdyIurlBXi/Efhz1/DgL/U6Trqg4LXRuqkZsm0MXYxvvhxDu6rW9e+27AzxXU5ZzkfJTE2tLdWpOHblXUqADGF20Jy/IyE+m+DNnsMeyz+gChv+7oqzxcWH6LQjMPdtOpwAIBCh3+Gctc1j+F5sDW882d4qg8sDO4J9dUw2wCA0aI3L3vP5X+ejlA5G4AvuGf4Qct1jHLfji+zY42OW9kryVdzvfsmfwqceXeCs4jt334cVGbbhtXwzT8BiCn4Oei5j79eRc+3ziD71XNIKPT3TL/pPZ2vfP7bu/v27w+UzT/kr3dKDd6/jAQH8fgnvR0ihoJSN7FGxXUXWlNreaXHt/Jb4jbDh897jAA2KPOEwZlFHzDa+iHZlsLQVfA40K5VawpMf6Yh25aFvGh/mOtLnzvGXtX7Nq4fb/pOpzi2GaZZ92EDLbv05yCJ/M/bhec8Q9ltptK5S1fut78IQCKHAEitlAkprvJ8A8PwT84M4VjhY2m4ffFyVCP7tWb/p7OxGia/rP+W1Mzzan2MDXv8vSd5RirxDuValaMzMjvAbrAcPo6yDnzeqvNY00IQvAIcsDcjx7WHol0bqzz3mDmSn5zDeKFnj+p3TmkBJZBuFIEXWFm2hnze+qBivhrmeQVIKlu6tbDUE9wbdliqLFdZT29Nx9JWVn7b8uSlk8C5F/Zvwr7Dn5Zur5lMllGAbVVFCrCY0ryg/dMoxIdBnOHihNIfwIA9ZipFZQnnDxzYT3kfaSB4rUFKwLQYH1kWf6A8zf4sB3edj+9QRc/rnoxQTNtpvGJiKtKnud1OHNajjG8/7MvRGM9rZNjz2ey6AqifHK/Hoxibhb1GIskcwti7joHWVayv4zLa5QsSeE2Tg5m9yC39G+2yk/lPLY+TkpaJ+45N9DHB8+oDbHZ0ITenIlXYj6Y/hVhGrI8LLV8ywPIj+91nAX3rVO9QUM9rI5XgsJGX4O/mL9z23TFKV++Wp2djwUevVmnYa/iHV45f9bks8f82HeC3zsm86x1At9J/0rH0RUqb9v7Vx63ORy3+wmDnVL5N/E3Q9lK3t+wLnEHH5tWPtSztOIJLXXce8xyGYa3xkIdks5B+lh850bM2eBzuYTlZnW5/8BpTh+DVf9vSJNZZNlRi7VyamPtwm1aez/QPecjaV5Fj+fDlRTtZtrLR9Cc4f9JzEX9yjWOFrwMl+INXZ0mBv8oeD3N81zMnZhIpHHv1NVul1fSaGAdx79+Mr9R/rP96T+fCM0Ofj7sxsdoqgleP+xi/l5WHpRgG9rJxsrYQT2g6HhRb/Itz9P7Z3+PqrcMiBQAdPOs407KCmOKdeC0OdpNOga1uQ/rsMQ5iHA5OH30//UbejWEYPJFyG2t9LbjJfT1v/3kA5xW8yRMxT/MH2yJ6lyw+9kHDSD2vjVhJSgc49DXW8kH5tbB/zw7mWsdTZInlkz7R1WglOlns9bcs8Z7CUlaYJ7LCfWJgW9PU0KRNK0jpxFozjgJPcJL/n345iMdnkp4QQ05K9altzhrQj68PpvBO1lAGfXwOKZVWz6PzBfg2fIrFXYylFhNeEvcs47WYB1jhO4HCDp+TahsPnkNVxrx+a7kcr8NCcelSoHavze15d9E9dmmV7RuNVnhb9KN4n4O9niTaGP67LxuzzqL93k/5yd6FkpgMMlJPwLvPCc5t/GJm8qHP3yP6pOciXvQM5tLMMzgZKMrPo5XFHyC7kmu2St+Xp/yN05beAIC76ACUjRNs0bQJKfH1u6BLYxdIZ0bFZKEgmR1h31q8sel8sPxnLqz0lN10gxH8hULqptSeApVSQJt1XJnq9wWz6BazjKV70inK8GcustRjTu2RV09g8YZRfNw9B6vF4KOkiuxIPnt0tQN1pzVivix/wvDkwg213nfDpy8CsN+awYhTTqjPakkjVT6+zloPPa+eapZrbXqEAPLXii9L61XiCr4tX/rFUyyKuZlbUhYdcdGFuBgr9484mRGnnsynvf7GVPf/sdbnT/Tu6nE5Be2HAWDUIgG6vSzbQBwuJr37EwfLV5qqFLx6PR5iDTcJhhN7TO2XSz1SYvODjhwSkpI52fk8I5yTA9vvsY6jV+kzvNd5Or1u/YD+1zyOsyxtVYZREBi6sMFswQGScBbso6jUzc9/HwFAqWmvdoZzdU47/wpWxvUHwF1yEIvT3/OKI/RLVDc2Npudy12T+D/XXbitVYOPvB5/AmDpHoMHPvih4gmflxj8wa49JjS/d8eTF1o8yBOeikmVvjoGr4HfW5+HuP1rucf2EiNK3z76TrWQleRgRM/mgWFFtuY9As8ZtuhqB+p5bcQcOSfD99DEudmf6L2G39BWzH2BvmsfAWBnei6hXxhWGgNn6gk87bkAb0Jrfm1WxtiirTxrf4yBlpU4DA9veU8jvXQy0OxYu9Za20NruME6h6b7ugMV6dnit39OG8tudmXULDiMazeAZ5bEcq7Vn3+1qLgEysalWmqTzsbuH5cYh5MPV+9iiL0DZ7fuTEKlRQNczkOUhyL2GgaFlZX3/Ex0X80SXxfOs3xDZ8tWSpL7EGOzYGIJ3Db2mBYWbykCkjESKoZPeGLToRDG2d6kJL4t/znQmWSKWOi4BfeKGP5v2V950/Cn0apt35A7JgkOga94P2sc3VnjKaZJRo9aX+fxzrBYWGKejNc0cFeTC3jL/lIyAJfLxV5S6Vf6FD2yDf7W42xsZZMOFbz+erHxCaRQkYGj7sFr2SIFPi+xRdv4o+0j1jprP2Gzpk7tm0vRp7EkGqWYSfX/2ftrqOe1EWvWvhs+0yDFLKT04M5j71AmfdmMwM85Q8aHomrSCHnSO/KI5//4wHburz5W0z1fMti6DEdZ2qTfWr/E7tx/jL3qplXJ90ywz6bT/kWBbXt/2ULnQysBaJ5bszRUsWWzcePw9zynvzeK9PWzAVhvr8UfmLLbc3GGk99YvqPUjGFL08GQ2SFQxOWsyB0Z46j9IhNm2Zg7G15+NpvyjPcCxrlv4KcWlwQmWMWUj3k0fPQ2/AtFJDoqbtubKf5bisnGIa70vAVAL4v/Lo/ddHG+99NA2e9PebBW9fMk+XuvjYNbWJpwOpM9o9jbVONd68Ja9s3B4616N8Mbm84j7j/wlMefr3MXGWygFa5KE7vq8uVIgiU6bKQbFVkbzDqOeQ0sUuDzYpatsFWX5WFrKi42htLrvmFZ70foPiK6YgEFr41Y86x0Vli6sMjbndWbfzn2DkBRwQHa+Pw5HfNvXEfLE46dWFwEKiYOuY60jvrRmCYc3BpYCtb0Vk2qboRotTWjrEfT6q0Yr7rh42ewG15+snWu8e9A+TKQcZUHtwEbfDn86OhR8woFel5ddDS28QfbImzb/se+IicvL9lCqduL2+VPZeMzDez22o8DNctWVCpft7xcdnIsp7ROx8DHHMcdge1vOqZwn20mbQ5V3FqOzanopXbakpg9tj874yrGKLc1/F+Yl+RcRZ9h19aqfvZs/3ESizbjLgu6bBFKlN/Q/dbyOVdYP8ZbHJwxgkMH6fu/a7nN/jrbzYrV4w6WuHAHfTmKrrGODVGa3csF1iWBx7+25xXT6/8H1P6+Ru1k5rSmz/DriEtICul5akufBo2YYRi82fVZRrlv56W1NUyQXngQ8K+wkZyWdfTCIpU4DDetjV00cR07z+v3n7/Lzp8rln3lf0/B411h2fP+x76qOSmNEH1IW8vGmNorBa9G8T4ADmTXPDVMbFke14OHTZ6y4KvdeN2yYDqeUuxlyeWLXCb3vLuaF977hOdmPoer1B+8urDVafWj8j+CU+yzuN/2QmB7m4wEzuqczT8uPwULwT11V9rmk+2qWFkrpdv5/NU9EgC3PYlT2qTzr+vPZ4G3BwCDrKtYmHAeva6cWuv6Jeb4e6ozXDuJdeWRxQEc/Pqx1Mej26yv+vN3Fh6W7/uxisE9Xiy0MnazJXYkyzy/x9y6hEtddzLKdTu2ahLaS+3ExQd/Jvyj6f11Ok7lYQMVK2wdn2ksFbw2cqd38Gdb3H6ghML86m+7etwulr3/LL9sWUuxG17xnMX7xsCILQkoDVNi4WY+c4znb667jlpu2Qf/pOuCKymddUnFxvl3+/+fU7Yaja+a5SzrcVZtZdZY/4Qou7eit8ni8QeyRkzNZ/HH2v1/RHabwalrWhu76Z5diz8wDn8Ph83wkVSWvaD3gbl0W/MYCx23MGL7dDxuf11dRt0Ci8q3LXvH/EySw0azlFjO6pyNYRgMObkpB8yqKyvZ4ismTTVPjSO5rH4lFn/ZFmlxHIivWGkrqdMgHLG1H9ZgNOtO39K/M9IyjWv3PsTS2OtpvfuTWh9HwFM21rVKqix3xZe1M6yrSKYi96hv4yKW+E7iK2vPkP3eHU8S4+x85u0WeGy1/cqeV58X01e+SMHx+f4oOmnkEmNtgMlpO14gaUZbVi14A4DVi99n2WO/57uF/2Xpq5Pps/w2LC+eT54vnjs9Y3gs7obIVlwaHFvZxI7yWcpHkrHi7wC09W2p2JhYkSAb06ySMN0vNB/Stlh/sBjjK2Xdis/YsGoxVo+/Z5OYmgdecWXB6zj39UHbrYbJ2a4FNa9QTAK7+9zG3e5RQb2f6y3t8JoGLS17ydu+kS+9J7HS6HKUAx3Z7riKpPM+ewIf3Xw6791wWiAAByqyHFRij0+pqKbNEgh48k3/62QYBmdfN42vM0bwdcYITj778jrVzx7jYA9p7PMlYC3LMVueR1hqx1M2L3vf/15mxfThLHuvbMnwjIox1LfFvU//1hVfTA6V+oe+1HRhDTm6YqeH293+5ZHdphVrHTuGlqUO4S73aLannhKWMa/RTNkGGrnM/O/Z5Lgci+H/I9j1s2t50uzJBV/cysnshM/mU2I6wICm7GX5Tv/Y2ESHmobUTvmsZPsx8rxaqKZXtVl3WF+2POl//4jFk1qlSKj6F+xx/t7V5t5txLx3AQCvp17Nfm8+Mcltj7ZrkPLAr5SqQVaTlFr0PhoGKYMn8vKXHzHB9npg86OWJwM/9/xsNL3d/yA2oSl1ycL8vyaX8uU2J1Pt/8Jtjad5atVxjd0tm6pscySkBD2+yjYfgBNLvg1sS0nPIvfGWXWoVYXyRVHcXhNLWS+8Rbev62SvJZMccx/9dpetw7Tic5Z6nJxSKW9njM3KneedCDP9j82i3VxunY9pSQYGh7/SjUzLtPjAAh52w8sZ+2cDPWt9nI1JfZntzSEnoQNtypZsrsvysI1ByK56y5YtjBkzhrZt2xIXF0f79u259957cbk0bimcHLEJgcAV4G7PaN74ZDFtqMg+EG9UTDB57IOlpFBESu1TR8pxzl42sSMGN6ZZdWZzObelYvxn6aGyW5WuSsn9f3iLU7a9QBUhun1ZHpDFGBXjbN80BnON+xYOthhU4+OUj3mtTkZy7Sa9lAfCNo48+e1M67e0zqj9LXnwr7CVgH/ogddW82PEJgYHr8uSzgLg0CnXV1e8zmI8xdxrm8Wd/Cuw6IXFpg+luliXdmaVbY517wYmBgKklG4Hb8XfgdjCn3nAPpMbfa+EpY6N3Zmdsrl5aI/A4/bFK+t0nPL8qz6fyS9NBzHQ+SjPZ9xSDzVseEIWvP7000/4fD6effZZfvjhB2bMmMEzzzzDHXfcceydpd444oMTe8fg5kvHuCOW/731c1bFXssdBfeFumrSyJQnobcaJh7PkXtfv449je1mJre7ryG//O+lO3it78KYbCa5x/A75710K/0nPUqfpTj912aPrV5Ck/b8wXk3C73dA9tKiw/6n4up+R2IyrfcD2ez1HKM2771fPo7O4NbB28e5nwg8PNqX1u6tUit3XHLWC0G8eXBq736cb3fdJ2Cy7RytesWPKb/T0VcYlpQme43/oftly+m57l1Gx5wJHZcjLbN43Lr/MCwAfW81o3vsPf3E29P3nCeCtu+Ci64aVHgR0vZeFhPHcdUSzCLxWD06RWZOGzeQ3U6TpZ7O/0tP5BQsgOXNYEtZjMO2rPrq5oNSsiC1yFDhjBz5kzOPfdc2rVrxwUXXMCECRN46623QnVKqUbsYektzh90Oj9b/DkUP2z+F04ofYk2pa/yvrcfAH+yvQ+Ax151vJvI0VTOB+kqPfI69rPjLuE055PM8ebyzX8eID9vN/S4LKhMkmsP//GexXKzIwUkcpAksISm5y0lJYWvzc6Mcd8a2OYuC17jY2oedJavMgUwzvVnFlUKhrHWsu7v3Uj7ORfTtk17rnBN5GnPBXQsfZHBZw/h4/M+Y4ulJecnreeK/q2PfaxqnPXLP7nF/l8AzCP0vPb93U28ce5X/M93EjbD3wOcmBwcvNpjHLQ44eQ61eFobJUS4ztM/x96i8a81olZadLhbtK5wXcrP5amVy24bGbgR6/T/2VSwWtoWHzOYxeqxmn7ZvOfmL/Saff7+MpWIazP5WEbkrAObMzPzyc9vZpfmjJOpxOns+JNLSjwLwvodrtxV7cusxyT7bDVUZLSm9L0tuW4DIOzLRamfbeT9IQYJr19G8OdFcnYXU17H1evefm1Hk/XXN+sNgfFZiwJRik7Nqym7cm51ZZzefy3593YMH/5ljWvTqT3dc9inzvhqMf3ej0heX8s+IPUEhf8YqaTY+znQ/utuGxW1u//L273b2p9zHd9p/Gu7zS+MMbR0rIXT3ILzMPa2NGuxRqbigUwlz1Ps54f8Mjybtx9ficu79sSi8XA7LGc68omfdTlNbGYFeOOffb4Ix4j1hFLCbE84xlOZlIcF9pjw/I7YlSahBJrlmWBMKz6/awlt9tNSUIrFnq7M8i6io0njOb8mBy8K78MKmemtcXX8wqsC/x33LKMfAASzWK95vXoWc+F3GB7l7W04cQ6vK6+sv5G0+smKW8lt9rewF7YBbe7Rz3XtPbC3U7CFrxu2LCBp556iunTpx+xzEMPPcSUKVOqbF+4cCHx8XUb23W88/l8XGgagXGvq374iZ+2HQg8bwEOAm5ncA/TrviTmDt3bvgqGiXmz58f6So0aCW2c9lR6uDQkg1025pXbZniAx4usKzgStvH9LGsgzxY9dCPdD+s3IO2f9Hf8gMtjb287h3Ej1/uIm9NZkjqfRFLSLfuZZeZzkZfDr+xribG8LL6xzVs2Fl47AOUGdDEwo5ig+xYk1X7vOQY/nyxn6zYhPP74FR1R2tr6WYvfsOHGM5CzvAspX33bDL3r+ajj1bX7QIPY8v3X9MszzmscJ3B3iP8rm/KNwArUz2XcnGqF3uYPhNMn5cRZT9/7O2NxfRRunYrG/Ycf59Jv1ac3cZo9+1kuPMZ7TFIObCMe2KeBuAbX0c+anEL3bNjyPr5R7oaiSSZFcuYek3juPw7ECrli4IUOn11el0dhf735uD+PA4Vf8r1tvdYcmAHc+fWLetIfSopOfLdtlCodfA6ceJEHn744aOWWbNmDZ06dQo83rFjB0OGDOHiiy/mmmuuOeJ+kyZNYvz4iiXICgoKaNmyJYMGDSIjI+OI+8nRWVb5A9e73KO5YchFZKSmVinz943/g4KKx8OGDQ9T7aKD2+1m/vz5nHPOOXVasUj8nortyN8WbmR4alOGDu1WbZneK7vSIiZ4ueLu5k9Vyo20VaSXusz2KStPupGTep1WvxUuc9J3kznBsonNviaMcU9gieVGYg03A04bSNPWJx5z/3JDy/5/5rNNrP1kJdayL41nXXBpYMJZzdraUHwvfoxlx1KGbn8Ez7VfQHz9fQYu3b8EfoZY3PTq3pWhfVtWW26Iz6TD6l24vD4u6pGDEa5blKaJb6X/S/dj7t+zl1TeO7M/nZtF1yo/0c7tdjPv4/lkJMSwvySFKy4+k7UfvwBl3yuX+jrS5MReDD21DTCMv7w2mI9+2Mk/7E8wxLqUnb3HM3TI0KOdQmph5lJ/9hA3NoYOrf3ruvSXD2E3dHCvpUPpBwA4YuPqdKz6lpdXfWdFqNQ6eL3lllsYNWrUUcu0a9cu8PMvv/zCoEGDGDBgAP/85z+Pup/D4cDhqDquyW63K6D4FZb7OnCysYVPvb24KzUdezUTSx4rqZhI99Owt+h0nL7eamu/Tt92mbBwI6u2FwS9jqZpUnDIQ0q8HZtZTaqsGrDZQvfeuKwJ4IW2lt2YGMQa/ltgyenZdTpnSoKDAhK5wHk/7VvmMCOm6pjXY7a15GawA4ziPdgd8VCP124py22bYJQSEx9z1Hpc1LtVvZ23NpzYcODGXpZaLT5Wv5t1YTFg3rhTsVhtpCTEkN0pF1b5n5vm+QNjD3kDr+v1Z3bgmy0H2Jr7CN8n7aF7v8Hh+8JyHOho+FcfbG/ZWae2bFj8+3Twrq/YaLFExe9FuOtQ6+A1KyuLrKyaLRu6Y8cOBg0aRO/evZk5cyYWrdgUEZ1u/ZSp7y/nsqYtjzgj2mpUpORJbVK3SSAirdNi6GRsJauwBKhIM/XkpxuY8ck6XvpjX046bBGDb7pOpu/3k8Nb0cNUXmKx8sIAh09QqqnMRP+X8O/M9mTE1XGZ5VPGwJr3oP8NEJt87PK1YCmbxDPM+hVLitYALer1+PXBXRa8ZhkHKTDjsSmGqrOUuIrAv03nPvxw7n94b5MJq2F/ccU8k5Obp7DsrrMVsIZI3IWP8e5H02l94Z11O0A1MdTxmuc1ZGNed+zYwcCBA2ndujXTp09n7969geeaNm0aqtNKNRKSUrh3ZNVcf5X5Ki0X6Yit+ZKYIpWl2Nx85JgIQOmhsRTl72fXhm+Z8YkFMLjtv98x77DgtdcF1/NpTDbdl00k0yio5qh+ofx7WpzYGpwrAVgROxaAIjOORFvdPiKbpVRMlIyrRcaCIO0Gwm2bIa5uAfTRlC+JC5BEeMeq1dSllkfYf8jHZ46bsRk+dh1aCmjYQH04acBQkjuVcOaAQ7RID55PosA1dPr2OQX6vH7sgkdgGNV8lmiFrfo1f/58NmzYwIYNG2jRIvhb/dESmEtkGJV6mxxxmhwndZOUnIrXNLAaJn+d/SUjN0zgZMtWtsTCFl8THjp0FXaLJ7Bc1m4yaGKP4cxhI5n/zfOca10OEDhGuJxwyYN8/8JWmjh/Jhv/xKpiI76aBVJrJqfSilX2X7PEZvyRs7P8KkkVHQj2uOgMCHfbctiDM/DZZFOqrHrVMj2elun6rG9Itqb1o9/254O2Ha/Lw4bsqkeNGoVpmtX+kyhU6X2JjVOOV6kbw2INpHOJW/s2nS1bA8+1sezmWesjgRXdljQfjTnGvySsYRjMav0gh0z/2NAfzapDV0LZI5TRpAVdJy1i0wlXBratsh+e/6DmyocNAOwrqltOx1ByNe9PnukPWh0J9Tskob7YrRYs+AJfYmwxCl7l+LYnreqSsgpe5bi23+KfyTzFfQUWax1vc4rgX7sb4A77f45aruOFt9K05QmBx89d2Yc73GMA6GrZUqV8OMZ22VJyAPiftwvPpt96jNJHVr6MI8CGPUVHKRkZCQ5rYHlYR3x09ryO9L3HMsfYwGOrXcvDyvHNYgn+An+t62bmZY2JUG0iS8GrAHDI5w9YY6jbTHCR6rzgGcJr8SNZ1msq3zt6BbbP8/bBFht8yzI+xsYXsYNwmf62+LznPAY7p5Jb+jcGlD6JM6UdoRaX7h/i1MzIIyXu182evWeYP/firYM7HaNk+DksZiCjQlxCSoRrU73zPZ+QblQE/nb1vMpxLtEdnCv6N5bvKYrLiVBtIiusK2xJ9PrR24I470nsNJVPV36dr9qPo83GV/j5gjfYvSue6888geRYO19tWw57V/CNryPXucfzU1zV29WfTjiTPQ+n0YJ9zPHmstaslKbJFvqetybtu8F8f8qsNkm+Y+9wFKNPbcOIns1JT4i+HkN7wc+Bn+MSo3PYgKfSnyenaSfmsNUCRY43J+79OOhxvOGkRVrcEUo3bgpeBYATRtzBn9/6jicvrzqmRqQ2+l1xH3AfTYGgBWKTmsFe6GtZSwtjT7UTmVLi7eyMyQL3Pnpa1rPCW7FAQDjmQGc2rUjW/5vijznsCmrFMIyoDFwBWrXvws+WlhyyJtExSoNCp+n/8/S+tx+tzrqW7hrOJMe5VgMu5oct8zjJ9R0Av7N+wfy4I2doacwUvAoA53drxtCuTZUmRUImo+s5sOlJDpoJOHAHjQutrDAmC9xruNv+Cudal9PN2MS/vWdjLz0RqP+0UYf7usudJGycQ6/hfwr5uSLFZo+hxR0rMQwDI0rzbxfh71H6zNed6QN/F+HaiEReTpuO5NzxBUvfnMEpZbmx28YfimylIiQ6P7UkIhS4Sih16Hk6y/pMI55SHks+cq7DkpMvC/yca/mJOMPFNba5WJ0Hw1BLyL3kNk6e9BkpaZlhOV+kWG22qJ6cmWjxj8mdbn82wjURiS6eon2Bn9t06RvBmkSOglcRCZs+w67FN3Eb3W6ff8Qyfc+6mPvcV1TZboRl4IBEi+KUE45dSOQ41Oo3l3OQRJY0uxzbcZqFQ8MGRCSsYuOOvoJbXIyVF7zn4cbK/fYXA9t1Y+D40vHyGax4IR9Lz8voEenKiESR5u0647t7K/2j+M5JqCl4FZGoZFbpadWNouNJSnoWvSa8H+lqiESlaB7yEw76ayAiUadNhpatFBGR6il4FZGo8/6Np9G3bXDOYU0oFBERUPAqIlEoKdZO05TDkm8reBURETTmVUSi1KaWv+Xy5SfQ2tiND4OnkppHukoiIhIFFLyKSFQyLTZc2FlvtvA/th6fKWFERCSYhg2ISFQ6fJCA8ryKiAio51VEolSTvG+YYX+BQZaVvOQ9B6urK5Ac6WqJiEiEqedVRKJSUsk2LrIuJtUo5i+2d7A6CyJdJRERiQIKXkUkKpmHPVayARERAQWvIhKtqkSr+rgSERH9NRCRBsKwqOtVREQUvIpIlDIMfTyJiEhV+usgIlHJPCw1llJliYgIKHgVkSh1+JBXQzO2REQE5XkVkSi1vfn5jPkqm47GNkpw8Hh8VqSrJCIiUUDBq4hEJdMWQz6JfGN29m/Q8rAiIoKGDYhIA6FRAyIiAup5FZEolb7/Ox60/YtB1pW85DkXi6s3kBjpaomISISp51VEolJi8c+MtC2gmbGf2+2vYXUXR7pKIiISBRS8ikh0OnyYgMYNiIgICl5FpIFQ6CoiIqDgVUSi1eErbKnnVUREUPAqIlGqSqiq4FVERFDwKiLRyjh8eVh9XImIiIJXEYlahwWv6ngVERGU51VEotTuZmfRr/Qpuls2csBM4lFHcqSrJCIiUUDBq4hEJdMexy4y2OXL8G/Q8rAiIoKGDYhIA6FhAyIiAup5FZEolXzwJ+6xvcQZllW85D0XwzsAiI90tUREJMLC0vPqdDrp0aMHhmGwcuXKcJxSRBq4hOIt/NH2Ee0tO5lin4XFcyjSVRIRkSgQluD1tttuIycnJxynEpFGo8r6sBGphYiIRJeQB68ffvghH3/8MdOnTw/1qUSkEdOYVxERgRCPed29ezfXXHMN77zzDvHxxx6r5nQ6cTqdgccFBQUAuN1u3G53yOopUt6+1M6ih+kzgx57vN5G8f6orUm4qK1JuIS7jYUseDVNk1GjRjF27Fj69OnDli1bjrnPQw89xJQpU6psX7hwYY2CX5Ffa/78+ZGugpRxb9tEr0qPP//sCxIa0eeA2pqEi9qahFpJSUlYz1fr4HXixIk8/PDDRy2zZs0aPv74YwoLC5k0aVKNjz1p0iTGjx8feFxQUEDLli0ZNGgQGRkZta2qSI253W7mz5/POeecg91uj3R1BFj9yQHYV/H4jIFnkJ2ZFbkK1RO1NQkXtTUJl7y8vLCer9bB6y233MKoUaOOWqZdu3YsWLCAJUuW4HA4gp7r06cPl112GbNmzaqyn8PhqFIewG636xdPwkJtLXoYVmvQ4xhb43pv1NYkXNTWJNTC3b5qHbxmZWWRlXXs3o8nn3ySBx54IPD4l19+YfDgwbz++uvk5ubW9rQicpw50GQAZzsf4RTLWn4xM5kWExfpKomISBQI2ZjXVq1aBT1OTEwEoH379rRo0SJUpxWRRsIXk8gGswUbvGWfFxatqSIiIloeVkSi1OGpsQzleRUREcK4PGybNm0wTfPYBUVEgPj8DUy0/Yd+lh94xXs2hjkQqDomXkREji+6DyciUSm+aCtjbe8D0MPyT/K8dwAJka2UiIhEnIYNiEh0qjJKQMMGREREwauIRKnDQ1VD68OKiAgKXkUkagUHqwpeRUQEFLyKSLQygj+eFLyKiAgoeBWRqHV4riwFryIiouBVRKLU4T2tyvMqIiKgVFkiEqUKsnoxwnkfAyyr2WTm8LBVH1ciIqLgVUSilC8mmZXmCaz0ngDAw4ZuFImIiIYNiEiUqrI8rEYNiIgI6nkVkSgVW7SNm2z/pZexntneMzDMcyJdJRERiQIKXkUkKsUWbOEm21sAnG79niLj3gjXSEREooGGDYhIdKoyTkDjBkRERMGriEQpha4iIlIdBa8iEp0Oz/NqUfgqIiIKXkUkWmmRAhERqYaCVxGJSpWDVZ+pwFVERPwUvIpIdDpsUQLleRUREVCqLBGJUiUZJ3G5axJnWr5lta8ND0a6QiIiEhUUvIpIVPI5kvnS15UvfV0BFLyKiAigYQMiEqWqpMrSsAEREUE9ryISpWJKdjHW+h5dLZv4r/cMDM6LdJVERCQKKHgVkajkKPyZifbXADjHshzDuCPCNRIRkWigYQMiEqUqxgmYyvEqIiJlFLyKSHSqskiBiIiIglcRiVLBK2oZGJqxJSIiKHgVkQbARD2vIiLip+BVRKKSYdGYVxERqUrBq4hEqcPGvCp+FRERlCpLRKKUK60Df3KNY4h1KUt8XZiq6FVERFDwKiJRyutI4UNfLh/6cgGYGuH6iIhIdNCwARGJSobGuYqISDXU8yoiUclWmsco60ecaGzjPd9pwPmRrpKIiEQBBa8iEpViCrcx2f4SAMPNr4AJka2QiIhEBQ0bEBEREZEGQ8GriEQnZRcQEZFqKHgVkahUeTlYLVIgIiLlFLyKSFSq3PGq4FVERMopeBWRKFW551VERMQvpMHrnDlzyM3NJS4ujrS0NEaMGBHK04lIY6IxryIiUo2Qpcp68803ueaaa3jwwQc588wz8Xg8rF69OlSnE5FGxpPcmtvd1zDMsoQFnMK9ka6QiIhEhZAErx6Ph3HjxjFt2jTGjBkT2N6lS5dQnE5EGiEzNoXXvYN43TsIh82i4FVERIAQBa8rVqxgx44dWCwWevbsya5du+jRowfTpk3j5JNPPuJ+TqcTp9MZeFxQUACA2+3G7XaHoqoiAIH2pXYWPTxuT9DjxvLeqK1JuKitSbiEu42FJHjdtGkTAJMnT+axxx6jTZs2PProowwcOJB169aRnp5e7X4PPfQQU6ZMqbJ94cKFxMfHh6KqIkHmz58f6SpImf2FxVxiXUE7YxcfmbnMneuKdJXqldqahIvamoRaSUlJWM9nmKZZ44m8EydO5OGHHz5qmTVr1rBixQouu+wynn32Wa699lrA36vaokULHnjgAa677rpq962u57Vly5bs3LmTjIyMmlZTpNbcbjfz58/nnHPOwW63R7o6Amxb8w3t3hoKQJ6ZTPJdmyJco/qhtibhorYm4ZKXl0ezZs3Iz88nOTk55OerVc/rLbfcwqhRo45apl27duzcuRMIHuPqcDho164dW7duPeK+DocDh8NRZbvdbtcvnoSF2lr0sNmCP54a2/uitibhorYmoRbu9lWr4DUrK4usrKxjluvduzcOh4O1a9dy2mmnAf5vgFu2bKF169Z1q6mIHGe0wpaIiFQVkjGvycnJjB07lnvvvZeWLVvSunVrpk2bBsDFF18cilOKSCNjWCoC1kwjP4I1ERGRaBKyPK/Tpk3DZrNxxRVXcOjQIXJzc1mwYAFpaWmhOqWINCrqbRURkapCFrza7XamT5/O9OnTQ3UKEWnUFLyKiEhVIV0eVkSkrgwtDysiItVQ8CoiUcmb2CzSVRARkSik4FVEolNsRa7A/SRFsCIiIhJNFLyKSNSzUOO1VEREpJFT8CoiUcniqlhuMJWiCNZERESiiYJXEYlKtpKdka6CiIhEIQWvIiIiItJghCzPazh5vV7cbnekqyF1YLfbsVqtka6GRKWKVFk7yUS5B0REBBp48GqaJrt27eLgwYORror8CqmpqTRt2lR5PSVI5fbQjH0RrImIiESTBh28lgeu2dnZxMfHK/hpYEzTpKSkhD179gDQrJn61qQS/T6LiEg1Gmzw6vV6A4FrRkZGpKsjdRQXFwfAnj17yM7O1hACCdCXURERqU6DnbBVPsY1Pj4+wjWRX6v8PdS4ZQmm4FVERKpqsMFrOfXONHx6D6U6ZrzuqIiISFUNPngVkUbKkXzsMiIictxR8CoiUUkd8iIiUh0FryISndyHIl0DERGJQgpeRSQqWQ8pt6uIiFTVqIJX0zQpcXki8s80zRrXs7CwkMsuu4yEhASaNWvGjBkzGDhwIDfddBMAL7/8Mn369CEpKYmmTZsycuTIQC5UgEWLFmEYBvPmzaNnz57ExcVx5plnsmfPHj788EM6d+5McnIyI0eOpKSkJLDfwIEDufHGG7nppptIS0ujSZMmPPfccxQXFzN69GiSkpI44YQT+PDDDwP7eL1exowZQ9u2bYmLi6Njx4488cQTv/7NEjmWSsMG/mS7P3L1EBGRqNJg87xW55DbS5d75kXk3D/eN5j4mJq9nOPHj2fx4sW89957NGnShHvuuYcVK1bQo0cPwJ8y6v7776djx47s2bOH8ePHM2rUKObOnRt0nMmTJ/O3v/2N+Ph4LrnkEi655BIcDgevvvoqRUVFXHTRRTz11FPcfvvtgX1mzZrFbbfdxjfffMPrr7/On/70J95++20uuugi7rjjDmbMmMEVV1zB1q1biY+Px+fz0aJFC2bPnk1GRgb/+9//uPbaa2nWrBmXXHJJvb1+Ioczyr5bO00731pOinBtREQkWjSq4LUhKCwsZNasWbz66qucddZZAMycOZOcnJxAmT/+8Y+Bn9u1a8eTTz7JKaecQlFREYmJiYHnHnjgAU499VQAxowZw6RJk9i4cSPt2rUD4Pe//z0LFy4MCl67d+/OXXfdBcCkSZOYOnUqmZmZXHPNNQDcc889/OMf/+C7776jX79+2O12pkyZEti/bdu2LFmyhDfeeEPBq4SYv+vVYbhpxp5jlBURkeNFowpe4+xWfrxvcMTOXRObNm3C7XbTt2/fwLaUlBQ6duwYeLx8+XImT57MqlWrOHDgAD6fD4CtW7fSpUuXQLlu3boFfm7SpAnx8fGBwLV82zfffBN0/sr7WK1WMjIy6Nq1a9A+QNAwhb///e+88MILbN26lUOHDuFyuQK9xCKhUjnbgN30RK4iIiISVRpV8GoYRo1v3Uer4uJiBg8ezODBg3nllVfIyspi69atDB48GJfLFVTWbrcHfjYMI+hx+bbywLe6farbr3zBgPL9XnvtNSZMmMCjjz5K//79SUpKYtq0aXz99de//mJFjqLy4hU+o1ENzxcRkV+hYUd6DVC7du2w2+0sXbqUVq1aAZCfn8+6des4/fTT+emnn8jLy2Pq1Km0bNkSgGXLlkWsvosXL2bAgAH8+c9/DmzbuHFjxOojx4+4Sl9EC1w1nxApIiKNm7ozwiwpKYmrrrqKW2+9lYULF/LDDz8wZswYLBYLhmHQqlUrYmJieOqpp9i0aRPvvfce998fuZnWHTp0YNmyZcybN49169Zx9913s3Tp0ojVR44fsYlpgZ8LSn1HKSkiIscTBa8R8Nhjj9G/f3+GDRvG2Wefzamnnkrnzp2JjY0lKyuLF198kdmzZ9OlSxemTp3K9OnTI1bX6667jt/+9rf84Q9/IDc3l7y8vKBeWJGQcSTiNf1DB7z6qBIRkTKGWZsEpWFWUFBASkoK+/btIyMjI+i50tJSNm/eTNu2bYmNjY1QDetHcXExzZs359FHH2XMmDGRrk7YRcN76Xa7mTt3LkOHDq0yLlgixDRhSioAvUv/wfKpIyNbn3qitibhorYm4ZKXl0dmZib5+fkkJyeH/Hwa8xoB3377LT/99BN9+/YlPz+f++67D4ALL7wwwjUTiSIeZ8WP1Cybh4iINH4KXiNk+vTprF27lpiYGHr37s0XX3xBZmZmpKslEj1K8wHwmQb5JB6jsIiIHC8UvEZAz549Wb58eaSrIdIgWIyoHdkkIiIRoFkQIhKdKq9SICIiUkbBq4hEJ3dJ4EcbWmFLRET8FLyKSHTyugM//ufa/hGsiIiIRBMFryISnRIqJjCe0jYrghUREZFooglbIhKd4tLg6gVgc2j8q4iIBCh4FZHo1aJ3pGsgIiJRRsMGRERERKTBUPAq9eqtt96iT58+pKamkpCQQI8ePXj55ZcjXS0RERFpJDRs4DjhcrmIiYkJ+XnS09O588476dSpEzExMXzwwQeMHj2a7OxsBg8eHPLzi4iISOPWOHteXcVH/ucurUXZQzUrW0sDBw7khhtu4IYbbiAlJYXMzEzuvvtuTNO/kpDT6WTChAk0b96chIQEcnNzWbRoUWD/vLw8Lr30Upo3b058fDxdu3blP//5T7XnuOmmm8jMzGTw4MGYpsnkyZNp1aoVDoeDnJwc/vKXvwT2OXDgAFdeeSVpaWnEx8dz3nnnsX79+sDzL774IqmpqcybN4/OnTuTmJjIkCFD2LlzZ9B5L7roIjp37kz79u0ZN24c3bp148svv6z16yQiIiJyuJD1vK5bt45bb72VxYsX43K56NatG/fffz+DBg0K1SkrPJhz5Oc6nAuXza54PO2EoGToQVqfBqPnVDx+vCuU5FUtNzm/1lWcNWsWY8aM4ZtvvmHZsmVce+21tGrVimuuuYYbbriBH3/8kddee42cnBzefvtthgwZwvfff0+HDh0oLS2ld+/e3H777SQnJzNnzhyuuOIK2rdvT9++fYPO8ac//YnFixcD8OabbzJjxgxee+01TjrpJHbt2sWqVasC5UeNGsX69et57733SE5O5vbbb2fo0KH8+OOP2O12AEpKSpg+fTovv/wyFouFyy+/nAkTJvDKK69UuUbTNFmwYAFr167l4YcfrvVrJCIiInK4kAWvw4YNo0OHDixYsIC4uDgef/xxhg0bxsaNG2natGmoTttgtGzZkhkzZmAYBh07duT7779nxowZDB48mJkzZ7J161ZycvxB+IQJE/joo4+YOXMmDz74IM2bN2fChAmBY914443MmzePN954Iyh47dChA4888kjg8Zw5c2jatClnn302drudVq1aBcqXB62LFy9mwIABALzyyiu0bNmSd955h4svvhgAt9vNM888Q/v27QG44YYbuO+++4KuLT8/n+bNm+N0OrFarTz99NOcc845IXgVRURE5HgTkuB13759rF+/nueff55u3boBMHXqVJ5++mlWr14d+uD1jl+O/JxhDX5864ajlD1sVMVN39e9Tofp168fRqXclf379+fRRx/l+++/x+v1cuKJJwaVdzqdZGRkAOD1ennwwQd544032LFjBy6XC6fTSXx8fNA+vXsHpxm6+OKLefzxx2nXrh1Dhgxh6NChDB8+HJvNxpo1a7DZbOTm5gbKZ2Rk0LFjR9asWRPYFh8fHwhcAZo1a8aePXuCzpOUlMTKlSspKiri008/Zfz48bRr146BAwfW7cUSERERKROS4LU86HnppZfo1asXDoeDZ599luzs7CoBVWVOpxOn0xl4XFBQAPh7+9xud1BZt9uNaZr4fD58Pl/wgWxxR69g5fL1Ufbw89dAed0rDuH/uaCgAKvVytKlS7FagwPtxMREfD4fjzzyCE888QSPPfYYXbt2JSEhgZtvvhmn0xl0zPj4+KDHzZs3Z82aNXzyySd88skn/PnPf2batGksXLgwUM7n8wUF1ZXr6vP5sNvtQcc0TbPKtQC0a9cOgG7duvHjjz/y4IMPcvrpp1f7Wvh8PkzTxO12V7nmcClvX4e3M5H6prYm4aK2JuES7jYWkuDVMAw++eQTRowYQVJSEhaLhezsbD766CPS0tKOuN9DDz3ElClTqmxfuHBhlV5Fm81G06ZNKSoqwuVy1fs1hJLH4+Grr74KBOcAn3/+Oe3bt6dDhw54vV42b94cuH1fWUFBAZ999hnnnXceF1xwAeAP/tauXUvHjh0Dx/R4PLhcrqBzlDvjjDM444wzuPLKK+nbty9fffUVLVu2xOPxsGDBgkDv6/79+1m7di1t2rShoKCA0tJSTNMMOuahQ4cC9ToSp9NJSUnJEcu4XC4OHTrE559/jsfjOdbLF1Lz58+P6Pnl+KG2JuGitiahVlJyhLlDIVKr4HXixInHnHizZs0aOnbsyPXXX092djZffPEFcXFx/Otf/2L48OEsXbqUZs2aVbvvpEmTGD9+fOBxQUEBLVu2ZNCgQYFb5uVKS0vZtm0biYmJxMbG1uYyIs5ms7F9+3amTJnCtddey4oVK3juueeYNm0avXr1YuTIkVx//fVMmzaNnj17snfvXhYsWEDXrl05//zz6dy5M2+++SarV68mLS2NGTNmsHfvXk466SSSk5MD54iJiQk8Bn+2AK/XS25uLvHx8bz77rvExcXRpUsXMjIyuOCCCxg/fjz/+Mc/SEpKYtKkSTRv3pz/+7//w263Exsbi2EYQceMi/P3Rpdvmzp1Kr1796Z9+/Y4nU4+/PBDXn/9df7+978H7VdZaWkpcXFxnH766RF7L91uN/Pnz+ecc84JTE4TCQW1NQkXtTUJl7y8aiazh1CtgtdbbrmFUaNGHbVMu3btWLBgAR988AEHDhwIBCxPP/008+fPZ9asWUycOLHafR0OBw6Ho8p2u91e5RfP6/ViGAYWiwWLpeFl/LryyispLS2lX79+WK1Wxo0bx9ixYzEMgxdffJEHHniAW2+9lR07dpCZmUm/fv0YPnw4FouFu+++m82bN3PeeecRHx/Ptddey4gRI8jPzw96Lcpfn3Lp6elMnTqVCRMm4PV66dq1K++//z5ZWVmAP7gdN24cF1xwAS6Xi9NPP525c+cG3pPyY1U+5uHbSkpKuOGGG9i+fTtxcXF06tSJf//73/zhD3844mthsVgwDKPa9zncoqEOcnxQW5NwUVuTUAt3+zLM8uSi9ej9998PBFOJiYmB7R07duSqq67ijjvuqNFxCgoKSElJYd++fdX2vG7evJm2bds2uJ7XgQMH0qNHDx5//PFIVyUqRMN76Xa7mTt3LkOHDtWHvISU2pqEi9qahEteXh6ZmZnk5+cf8S5rfQpJl2X//v1JS0vjqquuYtWqVYGcr5s3b+b8888PxSlFRERE5DgQkuA1MzOTjz76iKKiIs4880z69OnDl19+ybvvvkv37t1DcUoREREROQ6EbJGCPn36MG/evFAdvkGrvNSriIiIiNRcw5vpJCIiIiLHrQYfvIZgvpmEmd5DERERqakGG7yWz5wMd2JcqX/l76Fmw4qIiMixhGzMa6hZrVZSU1PZs2cP4F8K9fBlTSW6maZJSUkJe/bsITU1NWJLw4qIiEjD0WCDV4CmTZsCBAJYaZhSU1MD76WIiIjI0TTo4NUwDJo1a0Z2djZutzvS1ZE6sNvt6nEVERGRGmvQwWs5q9WqAEhERETkONBgJ2yJiIiIyPFHwauIiIiINBgKXkVERESkwYjqMa/lyesLCwuVA1RCyu12U1JSQkFBgdqahJTamoSL2pqES2FhIRC+RYeiOnjNy8sDoG3bthGuiYiIiIgcTV5eHikpKSE/T1QHr+np6QBs3bo1LC9GbZxyyiksXbo00tWolupWewUFBbRs2ZJt27aRnJwc6eoEidbXDFS3uojmtgbR+7pFa70geuumtlY30VoviN665efn06pVq0DcFmpRHbxaLP4huSkpKVH3i2e1WqOuTuVUt7pLTk6OuvpF82umutVdNLY1iN7XLVrrBdFdN1Bbq61orRdEd92gIm4L+XnCcpZG6Prrr490FY5IdWtcovk1U90an2h93aK1XhDddYtm0fq6RWu9ILrrFk6GGa7RtXVQUFBASkoK+fn5Uf1NQxo+tTUJF7U1CRe1NQmXcLe1qO55dTgc3HvvvTgcjkhXRRo5tTUJF7U1CRe1NQmXcLe1qO55FRERERGpLKp7XkVEREREKlPwKiIiIiINhoJXEREREWkwFLyKiIiISIMR8uD1888/Z/jw4eTk5GAYBu+8807Q87t372bUqFHk5OQQHx/PkCFDWL9+fVCZjRs3ctFFF5GVlUVycjKXXHIJu3fvrvZ8TqeTHj16YBgGK1euDNFVSTQKV1tr06YNhmEE/Zs6dWqoL0+iSDg/1+bMmUNubi5xcXGkpaUxYsSIEF6ZRJtwtLVFixZV+Uwr/xeNqzlJaITrc23dunVceOGFZGZmkpyczGmnncbChQtrVdeQB6/FxcV0796dv//971WeM02TESNGsGnTJt59912+/fZbWrduzdlnn01xcXFg/3PPPRfDMFiwYAGLFy/G5XIxfPhwfD5flWPedttt5OTkhPqyJAqFs63dd9997Ny5M/DvxhtvDMs1SnQIV1t78803ueKKKxg9ejSrVq1i8eLFjBw5MmzXKZEXjrY2YMCAoM+znTt3cvXVV9O2bVv69OkT1uuVyAnX59qwYcPweDwsWLCA5cuX0717d4YNG8auXbtqXlkzjADz7bffDjxeu3atCZirV68ObPN6vWZWVpb53HPPmaZpmvPmzTMtFouZn58fKHPw4EHTMAxz/vz5QcefO3eu2alTJ/OHH34wAfPbb78N6fVI9AplW2vdurU5Y8aMkF+DNAyhamtut9ts3ry5+a9//Ss8FyJRL9R/Q8u5XC4zKyvLvO+++0JzIRL1QtXW9u7dawLm559/HihTUFBgAkdsj9WJ6JhXp9MJQGxsbGCbxWLB4XDw5ZdfBsoYhhGU+DY2NhaLxRIoA/7u7GuuuYaXX36Z+Pj4MF2BNBT12dYApk6dSkZGBj179mTatGl4PJ4wXIU0BPXV1lasWMGOHTuwWCz07NmTZs2acd5557F69eowXo1Es/r+XCv33nvvkZeXx+jRo0NYe2lI6qutZWRk0LFjR1566SWKi4vxeDw8++yzZGdn07t37xrXJ6LBa6dOnWjVqhWTJk3iwIEDuFwuHn74YbZv387OnTsB6NevHwkJCdx+++2UlJRQXFzMhAkT8Hq9gTKmaTJq1CjGjh2rWxxSrfpqawB/+ctfeO2111i4cCHXXXcdDz74ILfddlukLk2iTH21tU2bNgEwefJk7rrrLj744APS0tIYOHAg+/fvj9j1SfSoz8+1yp5//nkGDx5MixYtwnk5EsXqq60ZhsEnn3zCt99+S1JSErGxsTz22GN89NFHpKWl1bg+EQ1e7XY7b731FuvWrSM9PZ34+HgWLlzIeeedh8Xir1pWVhazZ8/m/fffJzExkZSUFA4ePEivXr0CZZ566ikKCwuZNGlSJC9Holh9tTWA8ePHM3DgQLp168bYsWN59NFHeeqppwLfTOX4Vl9trXyM2J133snvfvc7evfuzcyZMzEMg9mzZ0fs+iR61OfnWrnt27czb948xowZE+7LkShWX23NNE2uv/56srOz+eKLL/jmm28YMWIEw4cPP+KXqerYQnKVtdC7d29WrlxJfn4+LpeLrKwscnNzg3pQzz33XDZu3Mi+ffuw2WykpqbStGlT2rVrB8CCBQtYsmRJlTV1+/Tpw2WXXcasWbPCek0SneqjrVUnNzcXj8fDli1b6NixYzguRaJcfbS1Zs2aAdClS5fAPg6Hg3bt2rF169bwXpBErfr+XJs5cyYZGRlccMEF4bwMaQDqK1774IMPOHDgAMnJyQA8/fTTzJ8/n1mzZjFx4sQa1SVq8rympKSQlZXF+vXrWbZsGRdeeGGVMpmZmaSmprJgwQL27NkT+OV68sknWbVqFStXrmTlypXMnTsXgNdff52//vWvYb0OiX6/pq1VZ+XKlVgsFrKzs0NZbWmAfk1b6927Nw6Hg7Vr1wbKut1utmzZQuvWrcN2DdIw1MfnmmmazJw5kyuvvBK73R6uqksD82vaWklJCUCVXn+LxVJtBqkjCXnPa1FRERs2bAg83rx5MytXriQ9PZ1WrVoxe/ZssrKyaNWqFd9//z3jxo1jxIgRnHvuuYF9Zs6cSefOncnKymLJkiWMGzeOm2++OdDL1apVq6BzJiYmAtC+fXuN2TmOhKOtLVmyhK+//ppBgwaRlJTEkiVLuPnmm7n88strNV5HGrZwtLXk5GTGjh3LvffeS8uWLWndujXTpk0D4OKLLw7vBUvEhKOtlVuwYAGbN2/m6quvDtv1SfQIR1vr378/aWlpXHXVVdxzzz3ExcXx3HPPsXnzZs4///yaV7ZOORRqYeHChSZQ5d9VV11lmqZpPvHEE2aLFi1Mu91utmrVyrzrrrtMp9MZdIzbb7/dbNKkiWm3280OHTqYjz76qOnz+Y54zs2bNytV1nEoHG1t+fLlZm5urpmSkmLGxsaanTt3Nh988EGztLQ0nJcqERauzzWXy2XecsstZnZ2tpmUlGSeffbZQalqpPEL59/QSy+91BwwYEA4LkuiULja2tKlS81zzz3XTE9PN5OSksx+/fqZc+fOrVVdDdM0zVoG5yIiIiIiERE1Y15FRERERI5FwauIiIiINBgKXkVERESkwVDwKiIiIiINhoJXEREREWkwFLyKiIiISIOh4FVEREREGgwFryIiIiLSYCh4FRGpRwMHDuSmm26KdDVERBotBa8iIhGyaNEiDMPg4MGDka6KiEiDoeBVRERERBoMBa8iInVUXFzMlVdeSWJiIs2aNePRRx8Nev7ll1+mT58+JCUl0bRpU0aOHMmePXsA2LJlC4MGDQIgLS0NwzAYNWoUAD6fj4ceeoi2bdsSFxdH9+7d+e9//xvWaxMRiVYKXkVE6ujWW2/ls88+49133+Xjjz9m0aJFrFixIvC82+3m/vvvZ9WqVbzzzjts2bIlEKC2bNmSN998E4C1a9eyc+dOnnjiCQAeeughXnrpJZ555hl++OEHbr75Zi6//HI+++yzsF+jiEi0MUzTNCNdCRGRhqaoqIiMjAz+/e9/c/HFFwOwf/9+WrRowbXXXsvjjz9eZZ9ly5ZxyimnUFhYSGJiIosWLWLQoEEcOHCA1NRUAJxOJ+np6XzyySf0798/sO/VV19NSUkJr776ajguT0QkatkiXQERkYZo48aNuFwucnNzA9vS09Pp2LFj4PHy5cuZPHkyq1at4sCBA/h8PgC2bt1Kly5dqj3uhg0bKCkp4Zxzzgna7nK56NmzZwiuRESkYVHwKiISAsXFxQwePJjBgwfzyiuvkJWVxdatWxk8eDAul+uI+xUVFQEwZ84cmjdvHvScw+EIaZ1FRBoCBa8iInXQvn177HY7X3/9Na1atQLgwIEDrFu3jjPOOIOffvqJvLw8pk6dSsuWLQH/sIHKYmJiAPB6vYFtXbp0weFwsHXrVs4444wwXY2ISMOh4FVEpA4SExMZM2YMt956KxkZGWRnZ3PnnXdisfjnwbZq1YqYmBieeuopxo4dy+rVq7n//vuDjtG6dWsMw+CDDz5g6NChxMXFkZSUxIQJE7j55pvx+Xycdtpp5Ofns3jxYpKTk7nqqqsicbkiIlFD2QZEROpo2rRp/OY3v2H48OGcffbZnHbaafTu3RuArKwsXnzxRWbPnk2XLl2YOnUq06dPD9q/efPmTJkyhYkTJ9KkSRNuuOEGAO6//37uvvtuHnroITp37syQIUOYM2cObdu2Dfs1iohEG2UbEBEREZEGQz2vIiIiItJgKHgVERERkQZDwauIiIiINBgKXkVERESkwVDwKiIiIiINhoJXEREREWkwFLyKiIiISIOh4FVEREREGgwFryIiIiLSYCh4FREREZEGQ8GriIiIiDQY/w95kh/3o/0yMQAAAABJRU5ErkJggg==", "text/plain": [ "
" ] @@ -245,17 +245,17 @@ "data": { "text/plain": [ "date\n", - "1980-01-30 -1.025023\n", - "1980-01-31 -0.896930\n", - "1980-02-01 0.115759\n", - "1980-02-02 0.142065\n", - "1980-02-03 0.323228\n", + "1980-01-30 -0.700057\n", + "1980-01-31 -0.594617\n", + "1980-02-01 -0.244678\n", + "1980-02-02 -0.159410\n", + "1980-02-03 0.076067\n", " ... \n", - "2016-10-27 -0.271683\n", - "2016-10-28 -0.212795\n", - "2016-10-29 -0.171635\n", - "2016-10-30 -0.223138\n", - "2016-10-31 -0.250823\n", + "2016-10-27 -0.676650\n", + "2016-10-28 -0.648935\n", + "2016-10-29 -0.696667\n", + "2016-10-30 -0.875902\n", + "2016-10-31 -0.907585\n", "Length: 13425, dtype: float64" ] }, @@ -342,7 +342,7 @@ "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ "
" ] diff --git a/doc/examples/example02_distributions.ipynb b/doc/examples/example02_distributions.ipynb index a9576c9..c2022d7 100644 --- a/doc/examples/example02_distributions.ipynb +++ b/doc/examples/example02_distributions.ipynb @@ -31,7 +31,7 @@ "source": [ "## Load time series\n", "\n", - "We use time series from the Netherlands and obtain them from the python package [Pastas](https://github.com/pastas/pastas). The precipitation and precipitation-excess (precipitation - potential evaporation) time series are accumulated on with a 30D rolling sum." + "We use time series from the Netherlands. The precipitation and precipitation-excess (precipitation - potential evaporation) time series are accumulated on with a 30D rolling sum." ] }, { @@ -76,7 +76,7 @@ "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ "
" ] @@ -86,10 +86,10 @@ } ], "source": [ - "dist = scs.gamma\n", + "dist = scs.fisk\n", "axs = si.plot.dist(prec, dist, cumulative=True)\n", "plt.suptitle(\n", - " f\"Monthly Cumulative Histogram Precipitation With {dist.name} fit\",\n", + " f\"Monthly Cumulative Histogram Precipitation With {dist.name} Fit\",\n", " y=0.93,\n", " fontsize=11,\n", ")\n", diff --git a/doc/examples/example03_drought_NL.ipynb b/doc/examples/example03_drought_NL.ipynb index add8327..b9468ce 100644 --- a/doc/examples/example03_drought_NL.ipynb +++ b/doc/examples/example03_drought_NL.ipynb @@ -94,7 +94,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -143,11 +143,11 @@ "text": [ "Fit report Head Fit Statistics\n", "======================================================\n", - "nfev 30 EVP 77.03\n", + "nfev 27 EVP 77.00\n", "nobs 1187 R2 0.77\n", "noise True RMSE 0.11\n", - "tmin 1970-07-01 00:00:00 AIC -5977.10\n", - "tmax 2020-12-28 00:00:00 BIC -5936.46\n", + "tmin 1970-07-01 00:00:00 AIC -5977.00\n", + "tmax 2020-12-28 00:00:00 BIC -5936.36\n", "freq D Obj 3.81\n", "warmup 3650 days 00:00:00 ___ \n", "solver LeastSquares Interp. No\n", @@ -155,22 +155,22 @@ "Parameters (8 optimized)\n", "======================================================\n", " optimal stderr initial vary\n", - "recharge_A 0.415852 ±5.66% 0.447297 True\n", - "recharge_a 124.347808 ±5.74% 10.000000 True\n", - "recharge_srmax 38.126670 ±11.52% 250.000000 True\n", + "recharge_A 0.416176 ±5.68% 0.447487 True\n", + "recharge_a 124.063249 ±5.73% 10.000000 True\n", + "recharge_srmax 37.423461 ±11.49% 250.000000 True\n", "recharge_lp 0.250000 ±nan% 0.250000 False\n", - "recharge_ks 189.377133 ±59.45% 100.000000 True\n", - "recharge_gamma 4.501023 ±13.74% 2.000000 True\n", + "recharge_ks 174.895600 ±59.46% 100.000000 True\n", + "recharge_gamma 4.322265 ±14.47% 2.000000 True\n", "recharge_kv 1.000000 ±nan% 1.000000 False\n", "recharge_simax 2.000000 ±nan% 2.000000 False\n", - "recharge_gf 0.331183 ±15.47% 1.000000 True\n", - "constant_d 0.885479 ±4.37% 1.389835 True\n", - "noise_alpha 43.910911 ±8.13% 14.000000 True\n" + "recharge_gf 0.330584 ±15.47% 1.000000 True\n", + "constant_d 0.882121 ±4.45% 1.389835 True\n", + "noise_alpha 44.070114 ±8.15% 14.000000 True\n" ] }, { "data": { - "image/png": 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", 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", 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" ] @@ -201,16 +201,7 @@ "cell_type": "code", "execution_count": 6, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "INFO: Time Series RH_DE-BILT was extended in the future to 2023-07-21 00:00:00 with the mean value (2.3) of the time series.\n", - "INFO: Time Series EV24_DE-BILT was extended in the future to 2023-07-21 00:00:00 with the mean value (1.6) of the time series.\n" - ] - } - ], + "outputs": [], "source": [ "gws = ml.simulate(tmin=\"1990-07-01\", tmax=yesterday)\n", "sgi = si.sgi(gws.rolling(\"3D\").mean())" @@ -230,7 +221,7 @@ "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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", 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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, diff --git a/doc/examples/example04_package_comparison.ipynb b/doc/examples/example04_package_comparison.ipynb index 5fb8f1a..19a06b6 100644 --- a/doc/examples/example04_package_comparison.ipynb +++ b/doc/examples/example04_package_comparison.ipynb @@ -106,17 +106,17 @@ "data": { "text/plain": [ "date\n", - "1980-01-30 -0.946377\n", - "1980-01-31 -0.810205\n", - "1980-02-01 0.018504\n", - "1980-02-02 0.040376\n", - "1980-02-03 0.216153\n", + "1980-01-30 -0.683748\n", + "1980-01-31 -0.594408\n", + "1980-02-01 -0.253073\n", + "1980-02-02 -0.171551\n", + "1980-02-03 0.073075\n", " ... \n", - "2016-10-27 -0.744963\n", - "2016-10-28 -0.744963\n", - "2016-10-29 -0.732095\n", - "2016-10-30 -0.805841\n", - "2016-10-31 -0.850192\n", + "2016-10-27 -0.838653\n", + "2016-10-28 -0.831361\n", + "2016-10-29 -0.896041\n", + "2016-10-30 -1.082689\n", + "2016-10-31 -1.100499\n", "Length: 13425, dtype: float64" ] }, @@ -437,7 +437,7 @@ "outputs": [ { "data": { - "image/png": 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1Tqezvm+P/zitp/7PZa/DulW1W7eO8vLyuPLKK7nxxhtJSUlhzZo1XHrppTz99NNMnjy5+gYlLy+PwYMHA74Ebv78+Rw4cIDXX3+d999/n1dffbVGuUeOHGHx4sUsWbKEJUuWsHbtWmbNmlX9+kMPPcTatWv54Ycf+PXXX1mzZg07duyoUYbL5eLZZ59l9+7dLF68mIyMjOobs7975JFHmDVrFikpKXTv3r1WZZ/JSy+9RI8ePdi5cyePPPII99xzDytWrKixzvTp05k4cSJ79+7lxhtvZP369Vx77bXcc889HDhwgHfffZf58+dX39h6vV4uvPBCNm3axLvvvsu+ffuYNWsWSqXylHGkpaXx9ddf89NPP7F8+XJ27tzJ7bffXqdj8Reby4bNZavx/XV5XNhcNpwe50nX9cre4+t6fes6PI5arVtXjz76KLNmzeLJJ5/kwIEDfPHFF0RFRdXu2Gw23njjDRYuXMjy5ctZs2YNEydOZNmyZSxbtowFCxbw7rvv1rj5P935mZCQwHfffQdAamoqeXl5vP766wDMnDmTTz/9lHfeeYf9+/dz3333cfXVV7N27do6H/Nfsb/88sssWLCAdevWkZmZyYMPPlj9+iuvvML8+fP56KOP2LBhA6WlpSxatOi0ZV577bV8+eWXvPHGG6SkpPDuu+9iNBoBX2J87rnn0qtXL7Zt28by5cspKChg8uTJwKmvKXW57guCILREYvK7U6hyeej81C/Nsu8DM0Zj0NTuo1GpVMyfP5+bb76Zd955h969ezN8+HCuuOIKunfvfsL6TqeTV155hYqKCs4991x/h153L8Se+rV2F8BVx/t+8FJbcNlOvm7SULhh6fG/X+sGtpIT15tet6fYeXl5uN1uLr30UpKSkgDo1q0b4GuO43A4iI6OrrHNE088Uf3v5ORkHnzwQRYuXMi0adOql3u9XubPn1/dpOKaa65h1apVPP/881gsFj788EM+++wzzjvvPAA++eQT4uPja+znxhtvrP5369ateeONN+jXr1/1bNR/mTFjBqNGjQKoddlnMmTIEB555BEA2rdvz8aNG3n11Ver9wMwdepUbrjhhhrxPvLII1x33XXVMT/77LNMmzaNp59+mpUrV7J161b2799PdHQ0gYGBtG3b9rRx2O12Pv30U+Li4gB48803GTduHK+88soJn0tjG/DFAADWTllLqC4UgI/3f8ybO9/ksnaXMX3w9Op1R3w9gip3FcsvW06c0Rf7woMLefGPFxnbaiyzz5ldve6Y78ZQ5ihj0YRFtA3xvR8/pP3A5e0vr3VsZrOZ119/nbfeeqv6/W/Tpg1Dhw4lIyPjjNu7XC7mzZtHmzZtALj88stZsGABBQUFGI1GOnfuzMiRI/ntt9+YMmUKcObzMzTU9x5FRkZW10A5HA5eeOEFVq5cyaBBg6q33bBhA++++y7Dhw+v9TH/PfZ33nmnOvY777yTGTNmVL/+2muv8eijj3LppZcC8M477/DLL6e+9h86dIivv/6aFStWcP7551fH+Je33nqLXr168cILL1Qv++ijj0hISODQoUNYLJZTXlMEQfj3sjjc6FQKVMp/7/P8f++R/Ydcdtll5Obm8uOPPzJmzBjWrFlD7969mT9/fvU6Dz/8MEajEYPBwOzZs5k1axbjxo1rvqDPEj169OC8886jW7duTJo0iffff5+ysrLTbvPVV18xZMgQoqOjMRqNPPHEE2RmZtZYJzk5uUYb7ZiYmOqmIUeOHMHpdDJgwIDq10NDQ+nQoUONMrZv38748eNJTEzEZDJV33D9c199+/at/ndtyz6Tv274/v53SkrKKfcLsHv3bmbMmFFdu2Y0Grn55pvJy8vDZrOxa9cu4uPjad++fa3jSExMrE4o/orD6/WSmppap+P5t0tJScHhcFQnknVlMBiqb8oBoqKiSE5OrpG8RkVF1Wh+V9vz8+/S0tKw2WyMGjWqxnny6aefcuTIEb/E/vfvWkVFBXl5eTW+DyqV6oRz9+927dqFUqk8ZYKze/dufvvttxrxd+zYEfB9/+pzTREEoeXLq6hiwlsbuPTtjeSU12w9sTe7gr7PreDer3Y1T3BNRNRUnIJereTAjNHNtu+60ul0jBo1ilGjRvHkk09y00038fTTT1c3N3jooYe4/vrrq9v4tphOmI/lnvo16R/vw0Npp1n3H/nxvXvrH9PfKJVKVqxYwaZNm/j111958803efzxx9myZctJ19+8eTNXXXUVzzzzDKNHjyYoKIiFCxee0G9BrVbXDF+S8Hq91JbVamX06NGMHj2azz//nIiICDIzMxk9evQJzdoCAgJqXa4//XO/FouFZ555pvqJ8N/pdDr0en1ThdYotkz1nRN61fHjuKHLDVzd6WpUipqX2jWT1wCgU+mql13R8Qoua3cZSkXN8375ZctPWPfithfXKbaGvrcnO19Pdw7X5fz8O4vFAsDSpUtrJIsAWq3Wb7E3pKnRmd5Li8XC+PHjmT179gmvxcTEnPaa0qpVq3rHJQhC81qw+Rh7sn2tIVYeKOC6wcnVrz394z70rnL6HPiYLV/1ZcCUaaco5ewmkopTkCSp1k2QWqLOnTuzePHi6r/Dw8PP2JSkWWjqcMPbWOuegSRJDBkyhCFDhvDUU0+RlJTEokWL0Gg0NTqmAmzatImkpCQef/zx6mXHjh2r0/7atGmDWq1my5YtJCYmAlBWVsahQ4eqn44ePHiQkpISZs2aRUJCAgDbtm3zS9m18fvvv5/wd6dOnU67Te/evUlNTT3ledi9e3eys7M5dOhQrZsuZWZmkpubS2xsbHUcCoWizjUv/mBQG05YplaqUSvVtVtXoUatqP26ddGuXTv0ej2rVq3ipptuqtO29VGb81Oj0QDU+A517twZrVZLZmZmvZo61VVQUBAxMTFs2bKFc845BwC328327dvp3bv3Sbfp1q0bXq+XtWvXVjd/+rvevXvz3XffkZycjEp18t+QU11T7r//fv8dnCAITcZqLmfQ1jvorpYokIMJOXYeDL4NAI9XZm9OBe+q3+Fc5S5I+YXtS0PpM67xr8VN7ey9axYAKCkpYdKkSdx44410794dk8nEtm3bePHFF7n44ro9zRROtGXLFlatWsUFF1xAZGQkW7ZsoaioiE6dOmG32/nll19ITU0lLCyMoKAg2rVrR2ZmJgsXLqRfv34sXbr0jJ0+/8loNPK///2Phx56iLCwMCIjI3n88cdRKI7XxiQmJqLRaHjzzTe59dZb2bdvX63G0a9N2bWxceNGXnzxRS655BJWrFjBN998w9KlS0+7zVNPPcVFF11EYmIil19+OQqFgt27d7Nv3z6ee+45hg8fzjnnnMOkSZOYMWMG3bt359ChQ0iSxJgxY05apk6n47rrruPll1+msrKSu+++m8mTJzd5f4qWTqfT8fDDDzNt2jQ0Gg1DhgyhqKiIndv/YHh/X98rp73qDKXUXm3Oz6SkJCRJYsmSJYwdOxa9Xo/JZOLBBx/kvvvuw+v1MnToUCoqKti4cSOBgYHV/UH86Z577mHWrFm0a9eOjh07MmfOnNPOnZGcnMx1113HjTfeyBtvvEGPHj04duwYhYWFTJ48mTvuuIP333+fK6+8kmnTphEaGkpaWhoLFy7kgw8+YNu2bae8pgiCcHbas3A6w7zb4M+K5q2FWsCXVBTnpbNedTtulBxUdaKjO4VWfzxDcZ/RhEcnNF/QjUD0qTjLGY1GBgwYwKuvvso555xD165defLJJ7n55pt56623mju8s15gYCDr1q1j7NixtG/fnieeeIJXXnmFCy+8kJtvvpkOHTrQt29fIiIi2LhxIxMmTOC+++7jzjvvpGfPnmzatIknn3yyzvt96aWXGDZsGOPHj+f8889n6NCh9OnTp/r1iIgI5s+fzzfffEPnzp2ZNWsWL7/8sl/Kro0HHniAbdu20atXL5577jnmzJnD6NGnby44evRolixZwq+//kq/fv0YOHAgr776anVnVYDvvvuOvn37ctNNN9G1a1emTZt2Qm3Q37Vt25ZLL72UsWPHcsEFF9C9e3fefvvtOh3Lf8WTTz7JAw88wFNPPUWnTp2YMmUKpdmHMXh9TY48lsIzlFB7tTk/4+LieOaZZ3jkkUeIiorizjvvBODZZ5/lySefZObMmXTq1IkxY8awdOnSRmsa9MADD3DNNddw3XXXMWjQIEwmExMnTjztNvPmzePyyy/n9ttvp2PHjtx8883VQ8LGxsayceNGPB4PF1xwAd26dePee+8lODgYhUJx2muKIAhnp8j8teQrlSwz+B4OmEtyufnTbTz0zW727dtNtFSGQqGkzbS1ZCriCKUSw7w+7Pj542aO3L8k+T80jl1lZSVBQUEUFxcTFhZW4zW73U56ejqtWrVCp9OdogRBEJKTk7n33ntrjNvvT16vl8rKSgIDA09bgzJ9+nQWL17Mrl27GiWOfztLSS5GR0H132YCMMXWvpO80DRa6m+Ty+Vi2bJljB079oR+K4LwX3LhguFke0sBaKOIYPGR7ezytmaicwa9pDSmqb9ioCKFfdqedH10LRkp20j+yjdoxm79AHo8/GujxVZSUkJ4eDgVFRUEBgY22n7+ImoqBEEQ/oMkl+/Julkdzl5vK9K9kbg9tR8sQBAEQYBC9/Hh61VaI16gk5RJeymb77XTGajwjYxoM/gGn0ju1Jfdwz8AINCR3+TxNiaRVAiCUG39+vU1hsL853/Cv4Msy2i8vj4UKn0gapXvp8DuOnVTs5bg1ltvPeW5eeuttzZ3eIIg/AfNyyvno7wC5kbexRv9X0IBaCU3M/WfkaFIrF5Pjj0++ENQYnc+do/mM8/5/6qJL0VHbUEQqvXt2/eMzYlqM1laU5g+fTrTp09v7jDOSl6vFzW+BEKjC0Bnd+B0e7G7vbTk1HHGjBk1ZsP+u6ao2hcEQfinng4bGslDftdzCY2MpwwTIZhxhbTFfc4t5C+6ljxDB/pccnf1NlEJbXnGfR244e4qN0GGf0cTQpFUCIJQTa/Xt8yhhwW/8soS+72tUOKls1JJsGQhSirGbTOCMenMBTSTyMhIIiMjmzsMQRAEwDdc7EjHHHSSk2+CYtBodZT87zd2pu+hR78x6PQBeLseQu+28PjmJxkaN5Txbcaj1ygJN2ootjjJKrMRZAhq7kPxC9H8SRAE4T/G82d1u6RQ+iayU4BecqLy+G9YWUEQhKbm8rqadH9FtjIKArPJMJjRarW8vuN1LlpzBVuCitDpffNlKZRKMiszWZa+jMc2PEZxVTEAHQOddJEyKCnIbtKYG5NIKv7h39S2TRAE4WQ8Xt91TqGQfP/X+GaJVslOcQ1sYcTnIfibLMssT1/OobJDzR2K392/5n6+P/w9XtnL5J8m8/iGx7G77Y22v6NlmejjvkIXswidWolWqcXpdZJnzeNw2WFuWH4DW/O20jW8KwOiB3BZu8swqHwTmj5of5Ol2sfQHfm50eJramdN86eZM2fy/fffc/DgQfR6PYMHD2b27Nl+mzlXqfTNWOJ0OtHr9X4pUxAEoUVyWUmUCnHLOiAQjc6AXA5qyYPL5UCtaTlDl/7XOZ1O4PhvlCA0RJnVyQvrPmd54RzCdGH8fNnP6FX/jnseWZbZWbiTNVlrKHeUk1KaQkppCo8PeLzxdmq3kWA1ovEqUSokLm9/OePbjCfSEMkPaT+wrWAbb+x8g0/GfMIHoz+osalTFwE28Fb+e0aAOmuSirVr13LHHXfQr18/3G43jz32GBdccAEHDhwgICCgweWrVCoMBgNFRUWo1eo6zzAsCGfi8rhQK/8dnbEak9frxel0YrfbxfewkThsFgweC1UeD3a77ymew6NGixNbRRkGU0gzRyiA77tQVFSEwWBApTprfq6FFmjXii8I2DIHl9PJSvd90AG0UhAK6d9xjfV4PRwsO8j41uMpc5Qxuf1kVh5byd7ivczcOpNnhzxbve7WRW8SkPINcbd8TXB4dIP2myCZWFZ4ALPsS8zC9eHVr41rPY55u+cxttVYlIqaDwXOWXgOlxrj6V8KCmsB/xZnzVVq+fLlNf6eP38+kZGRbN++nXPOOafB5UuSRExMDOnp6Rw7dqzB5QkC+J6cSJKEy+Oi2F5MhD4CleKs+do1C1mWqaqqQq/XI0lSc4fzr+SwVqB1VeCUdGisfy6rLEPrteFQVqE1hTZvgEI1hUJBYmKi+C4I9ZZ3LJUuG+5ELXkoVyl4Rf6AG1NmYQvVo1Fomjs8vyi1l3LFkitQSAo2XbqO7D1bGa8dwF72cqDkQI11++9+AoAtXzzEgLsXNGi/LrsNAIekxfSP1/QqPfNHzyffVrMmQpZlyhxlfKgsY4JahcZe3KAYWpKz9u6moqICgNDQU//4ORwOHA5H9d+VlZWAbyZQl+vEzjySJJGcnIzL5RLtWIUGqXRWMmPLDKrcVTw3+DlWHFvBV4e/wqg2MmPwDKIN0WiV2uYOs0Vyu91s2rSJwYMHi6ezjWTfT9/RMXchu00jaD11JgCrlnxOh8KluDT9aXP1y80coQC+3yS1Wu17MHGS36zm9Fc8LS0uoSa3y0n+V/eRatDwcmgExzRwZ+friP2hkv7l6ziSGk5Sm07NHWaDVVZVEqoLxe2oQvFSWzpITsIVCiz9p9Gz+/k1ztO/2gsEVx5s8Plrt/ruK52SprqsjbkbeWrzUzw76FkGxw4mWh9dYz9Oj5NxyeOwFGRhlfJROwsa7XvU1N9PST4L7569Xi8TJkygvLycDRs2nHK96dOn88wzz5yw/IsvvsBgMDRmiMJ/XJorjc+sn+PGxXjXJHq4FOSF6fnDvIYDymP00PRmYsDE5g5T+I/SpCykl+sX5gX2o3fy7fzh+IMltp8I8nj5v9yeBHS/vLlDFATBDxxZW5lU/BbnJMZR/me/nC7qLjx0OJtO7OOzoIlEtbqkeYP0E6fby6A9DxIvHX/yv1PqTEb3aTWa0l6881oACuUQNvd+vUH73Fy0hIPyOvpaVXRr9QIAX1u/Zo9rD+GKcO4NvPeU284uewGzZGNBbj6HTLeiTejboFhOxmazMXXqVCoqKppkLp+z8jHgHXfcwb59+06bUAA8+uij3H///dV/V1ZWkpCQwMiRIwkLC2vsMIX/MK9X5oe58WSVenDJO5mifg9bvpY2RiWPRYZTpSxl7NixzR1mi+RyuVixYgWjRo1CrRZ9UBrDjoyF3Bcazj5tLsmtSrkl8RZWLFlNQWVrPgu6hh/GjmzuEIUWTnxPzw5/fLoeN9CzSs3vQRqu7XQt7UPak29ZxPXaCpTyNjaPeftf0Sx3xpIUpjtmc3XAVsYOG0iPNTfQSz5AlWUX/a54onq9h7bewkvq91DgafDv8I6ffuWIWUNrh6K6rEH2Qby1+y0uaXMJ3cK7nXLbxSsWcTR/K2WSEo2zce4JSkpK/F7m6Zx1Z9Gdd97JkiVLWLduHfHx8addV6vVotWe2MRErVaLi6DQqPbnVpBZaEStlAgKjcJTKWGQHAyvkliWlcOxhHHiHDwD8T1tPMqqQmLUHuz6CM5NPpfEwETeOWcpE9/eREWwSrzvQq2J72nLpq7MQg1cFTCOF694snqkpy1hKWgr1xMgq7B6rYRrw09fUAtnd3n4fGsWXvR0uugeuveIIX3dM5jVueyv3ElPXBjUBlweL2s8PchURlBKIKEKJQpl/TurD9N1ZNyhbyiXkqu/B5HqSGYMnXHGbd8b8z4H0guZ8v4WNLoAJihV1cN8+0tTfzfPmm7/sixz5513smjRIlavXk2rVq2aOyRBOCmXx8WxDZ9xq/JHJiU7eOKBBym7bQ9bezxHKfEkuD3oi1KaO0zhP0qWZQLthcwpLGZ2l6dICvTNoB0W4HsAU2xxiD5lgvAv8Z7mOiY5nsLc7uIaQ8cGRLdheXYuC7KcNUYsArC6rGSZsyiyFTV1uPW2+NBSNDELUQft4uKesUgKBZnd7+TWyBjeMKaTXpEOgNXhpljj5nzTxVyuuwyLy9Og/Qa71fS3O4jx1r1JvVqhpktyDAqNgUq7m51Z5Q2KpSU4a5KKO+64g88++4wvvvgCk8lEfn4++fn5VFWJGWCFlmVz3mYetb1DTtxKLjb6Rp0Ij06k/8S7MA+fwTFvJFvsieLGTWgWx0psXGCfyTnut0juMqh6eZjOy2rN/WxV3ojNUtGMEQqC4C+7HIfZFVKIJbjm8rD49oR7vER7C/G43eQcTWHLwpkcO7iDT/d/ytjvxzJv97xmibk+9mdvQB20iwkB31ePlGZpfRGlVR3Re9rilt0AbDqyku6RH6KN/BV18BbKrQ3ryHws/BxGOV7ki/B767W9SqlgTNdoJLysXLmsQbG0BGdN86d583wn94gRI2os//jjj7n++uubPiBBOIVDRQfxSqCTZaJ7j6vxWqsBF9FnQw5S4GZKN77BE0PvaaYohf+qPTkVgERoTGs0f2seuqd8D9MTFbR2BfBYQRYBpuBmi1EQ/o2cDjtulwODMahJ9lfl9GBW/YEubDd5jvbAgOrXIuPa4JKVaCQ3udlHKPvqVgY4drE6Yy6u8x/EoDKcVXNY9Na0pm1JGRHO4wO7hgSosWdfQ3xkID0ielDprOSJnY8zlnK6VGr41tGG8ionidRv4J59xftYUvQ16SYt7Q396rx9qb2UV7a9Qr76GD9pdhKVZQWuqlcsLcVZk1SIp7rC2aJfeSgrMnPIk0JIbNe9xmtGnYaOcTJHpb1szBHjzgtN71C+GaXxADmmJTy+YSjPD30eAKVCRa5ahVaWCfhsLJlTfyKxfc/mDVYQ/iVkr5eUVy+iXdUeCm/ZQmRc4zfhPpa6kwvsRRxUJdAvtuZvkVKlIlWVzNfBZexYfxsLHPspViq4JyYE5f6PWXflegI1jT9akL+08gbTs9LMYdXxyexCDBpAQZnFN7XAodJDuGQ3qwIMbD6Wzf95l1CePhLiJ9Rrn/uL97OtfBEqUxe06nFn3uAfAjWB/J73O4W2QrJMpXSyVOFxu1GexUOpnz1pqCCcJaoOriTa48Fl7I90khmhu4V3w5l/Ea2Vo5ohOuG/rt/e6dyg/Q67XEqlo7J6eaewTjwZfg1zCwoJpZKcjV82Y5SC8O/x/Lr5TP7gGYoV+1gUpObY9l+aZL/mwxt5w/Y7cyqs9Is+8Un6nuRb+MEQRrq3iOcjAhmZ6Bv8JkoOOqsSCgC3tQwAu/J4TUWYVMk27a1s8kzF4bITb4rn1eg7eTe/EIAkRSGuyvrPZt0+tD2DVP0YabPStWpbnbdXKVQ8P/R53hjxBr2rnCglmbLCnHrH0xKcvemQILRQEcW/A6Bod+5JXx9bsprnqt5ma/ZY4PqmC0z4z9v207sMtyyjp0Kie/xsOvU+fo6aNCYmj5vGzv1rSHBvBJetGSMVhH+Pr4+8i1dr4d6oCLReLzPLjjTJfj35+wCwBHc86esRfSdiX5zDo4pvydP7Oix7ioaTWnIeWaU2EkLPnvm8jpqPkKRU4FAbq5cFBYeilSrZrNNy79fDaR3UmnutPejucALgkMBprn9n9J7hPZh2dBdtPUf43RoN3FTnMgbGDASg0BsIlFJWmEl4bFK9Y2puoqZCEPxsmdHC+0GBqOJan/R1pdZ3oVa5LVQ6K5m7ay4HSw82ZYjCf5R+7wIAgrwy5/WfQruQdiesYw9uC4DkEoNgCEJDybKMbOtc/fe5tiqCypvmaXRQyRaqJAlVfO+Tvj60XTjGio4kWcLRuzUYVQHItgGo1SWMW3ALt/74aJPE2VB2t51n3b9wbmI8lZrjSYVWZ8Ai62nlcmNz2xgddz49D8wGYHxcDH2TE0mvOlbv/R7etY62Hl+CGNj7sgYdQ4XKN3eatTi7QeU0N5FUCIKfLQjW8UZoMA6F++QraE1kqZRkSuXolXo2ZG/g3t/uJc+Sx8pjK9mSt6VpAxb+9WSvly3fvEwX514Ajl259qQdsddmrWW1upAFxmAcoh+bIDSY3WZlVn4mdx3uzKO6S5hZVEKANbPR95uRso0UfTEDkuL5ypB60nW0KiWTR/bhRs8jdBn2HZuv+p3bhwxksuZn5ODdHCpZ0ehx+kO5o5xgr4YArxedNqTGa2kBPYn2eLjMbEG74Xu0kvfPV3QAVDlL673fvCNb8AD7NT3oPHBMvcvZW7SXJUEGslQqHGWi+ZMgCH/jrByIQrZjDO980teVBhNjE+KAcgbaS6hwVqBT6liVuYrZf8xmRMIIBsQMOOm2glBXbq+bOxdewey0Vfyu0zI7NJLepT/RLyOfQTGDCNIeH4nm12O/8qNiP3JoJD21wxjejHELwr9Bce4Rxiq3YpV15Ha4EznlDUJdhynOzyI8OqHR9lv1/V1kGVXIkkREYPQp13tgVAf+b3gbAnW+SdLuOq8dy3PakFyylUrtyZtNtTTRAdE8aRtG24Kl5LSreazd7l/Clnn/Y3rxYrK8qWyQu6DWm7hL14tBR98hxdi23vt9xbyIu5ITuMsRTZcGxP/WrrfYFFhGmiqE67O3NqCk5ieSCkHwM0vBpbi9MmEBESd9XW8IJsjj4eJKJTqljvcveJ8N2RvoENqBjqEdaRPUpokj9o8NR9NZuj+VBMVWsgIsTBv4KCG6kDNvKDSqXYW72OhK5f7IcA5q9FQqZdIOfc3Xh77m0ws/pVdkr+p1pw+ajt2SwHdrYjF2iWvGqAXh36E8L50EoFgZQXaIi8uTE2ljlxi+Zg/3XNFISYUs09p5mHvKXAwe/A7JXU493KlCIVUnFH8J0UcypqKSnYazZ6b0T7VXssE5ilkdutVYrlSpMPaeDCsWI0kyVzsfZ3KPeCbrtmCSZQIc9etT4fV4sMpWZEkiLKwhKQXc3+d+guxKoorX83FJB7atOcJtI87O+wCRVAiCH3m9Mm6vr9mIWnnyIWPVAcE8UFqO1h1AsC6YYIKZ0nEKAN+M/6bJYvW3J1YsoET3Z/zFMLrNWEYkjGjWmARYtjcHbPEcdcPQVl3YULqZvlF9KbQV0iGkQ4111Uo1A8PH8R17sLsbNtOsIAjwUvo80hPj6G83cJMxBq8EKXISe/bA1HEOIkzaMxdSR3aHnTQ5jmAsdGw/EJMhtE7bK3W+EZTUHqvfY2sMXq/M7uxyALrGnTgHSHznAWT+EsF+ORkVbtpHmdCpk8jyRpDvDa5XLcPOXz5lZVYmh1RaDFde3qD4O4R24MXxbzNp3kb+KConZ1+eSCoEQQCXy8ELqvdxoULNOcCJPxg6YxATLVYqT9wc8DVX2Vm4k+TAZCIMJ6/taIlyKyvQa1TocTLBbCcmIKa5Q/rPSz+SysbVuZjlOzEF65h1wbl4ZS9KhfKU28Sad/Ox+kVsxa2B/k0XrCD8yxRXFFDpyKRcq6JDYB86hnbk/Qve56mFDg55LezKKmdU5yi/77fcIXGx6kYk2cABo/HMG/yDUh9IiUJBGRY8Xs9prxctwZt/fIgr9Df01j50jL7whNeDQsJ5s/+P/LQnl4FJJsb3iGVrXi4PBF6Eyp3IflmunoW7tlLL4aj7HAKiuzC2TcNqKv5y13ntufajrTg9Z29/NpFUCIIflVmLealtGmpZZqJ88o7ausBwVnt6YsZAv4xUKv822kNgeDwxSe3ZU7SHOdvm8OVFZ89cAcuqVtHqWDpOSQKvGm1Q/duqCg1nt1kI/XQEN6v68qj3Vn6++xwkSUIpnf4GIcBdydGQoywJKEdzbAWjkppuPhW3y8nOt67BHZRIv2ueR6XWNNm+BcHfyo6msjg3lxICCX7iTSRJYmDMQLrF7iKx5BfSfphOB+1HJLbpdubC6qDYasOQ9AEAVe7JaJR1+x6pDYGMTIxDlpyscZQTpg/za3z+tuvoUtRBaVwklaJS3n/SdZ64qDNPXHS8n2NG2h60Eatwlvel3GwjdcE96DuP5ljoEL7ZlsWrU3oSbjx1LdIGuTvL3JE82fXkfSfrSpZlsBzmXvWXGKyhwDC/lNvURFIhCH5kt1txSxJuSUKvPfkY3wEh0dzomsa9qm+5eH5/Yv/2mleWmDX4Dr7I/xG9Sk+ls/KsmYQo0FuBEtDLMkhOcjMPE9vq7Ojo929UlHOEaMnGpcp1hF/9IUG1bB+t1AZwTK3igE5mf/H+Jk0q0nato1/FcqiA3782MfCqp5ps34Lgb2UZuwDI17Qi7G+zJE/0Lmdh3Ne8bdCjXDyF/92zx6+zKBdaKvHYo1Gr7Zg0pjNv8A96YzB6WcYrg91j91tcjWWYM4oRJX9gUiXXeps+UT1h40A81lZs+ukDxhV9A2u/4RL7Z8go+H5HNrecc+omSHut36CNKkOpDQUaPjv6tT9fy66iXbxhKqJD1dnxm38yYkhZQfAjvaRhZWYOSzNzUalOfhNn0CgZIKVwt3IRAEWEkCtFYZb1KCSZkVlVfD/hezZduemsSSgAAmTfZGk2WYsHOJS2vnkD+o+rLMzmo+BAhiQmsMvyRa23U+v0XGSx8lCRm4ntJjZihCcqsB2v9o9P+wKrubxJ9y8IABMWT+DR9Y/6nh7Xkcvrqv53bqWLQ944KoJrPs22tm3NWoMelSxzvTnH77MoB2X9wZKcTF4ujEYh1f02TxsUzcNHE7gzoxtxxpY/YEOXyiquqzQTazhx3p1TGRw3mFcrC1nj+JDo3OND5z6u+pzvNU/RYf/rp93eqtiMJnQTOp1/5vMJ1gUDUK5QoJJdp1+5BRM1FYLgR7LLTbTHg0NWIylOfjGXJAkLetLkWHKN3Rnx0EIANv70MUe2LGXJkVjCllby6IVOEsPOjq+o2+Xi8SgjRq+BwVWxPB5RgTv3DT4t7FtjdCGh6ZhLM1loMmFRSiQHJdd6O5U2gJ4OJ7EOO5GBTTuz60FaM0N5Oz1Dv6Kdy8rguZfS/ZHVTRqD8N9S6azktpW3EW2I5qXhLyEhUeGoILUs1df/6AzNBf/pzT9e44cDXzEmYBDfVNmoiurMjZ3HM/hv61zQdxIv6JR0XXQ7GsBht/j1mDyV+bRW5GMhvl7b68Piud91FyiqCD2yhAuSR6FV+r9DuT/8kf8HeqsvKVOG1u16Far1Eu8qRmf1zd9jliSiNWn09qaxpyL4lNvZq6w8WX6YDLWKfiH+6Tv43JDnyDm8h9BFF1OqVBLpl1KbnqipEAQ/cjsdALjOkK+POf8CXmv9AX1vfbd6WbvhV/I8/2Or3Imf9+Vzy5c/M2/XPL5O/bpRY/aHovJ8VgUY+MFkRB/ci/OtNqI9GlJKUpo7NL+zVJZx4PflbP74YZyOFtw0oKKA1Vk5vFnSmovbXFzrzTT6AAB0OBorslPKLa8iS2ngV2MAG/V6utu3U/l0DJs/eazJYxH+/exuO8W2YvYU7eHXY79ysPQgkiRxR8870Cq0uE/RL+5UDm5bxZ6dH1CqcJB/7ABWhxeVMZVxXWqOsiZJEuO7XYbJ65uAzWHzb1LhtZUB4FLXr6bbqFMBXgLazOGxDY/yQ9oPfozOf1JLU7nxlxspIg8AfWTdmiE5QjpgkSR2GxzcEB3J4OQEHk1y8FxYCOGOU09QmLFvMxMtVm4o89A6tsMp16uLIG0Qh6uyGJUYx2NRde9c31KcHY9BBeEsUWIrYkWQCaVXw7WnWe+u89oBNatqIwN1rLx/ONsyipAW3YrScojHdhvoFNqJyR0mN2rcDZF1eDc2p42niksoldQYepxHv98ycXi7MmrSZc0dnl8dLbKw/K0HuV36FoDtqzrSZ+wNzRzVKZjzkQCdPqZOI5todL6kIkvlJS3tB5KDkukR0aORgqxpe9kClEGHSHYmML4ki0sd03ldPZdB6XPxuGf4td258N9lc9m4e/Xd5Fpz+Xb8t8weNhujxkjnMF8zpckdJtfvmrv8cd72FLBXq2GLIxFNSDoXxl1L54iTD1rxs1GPV+GhvTmX1g05oH/YaTvAB9GRxEk2+tRje61KiV5TieLP1l8dQv1z4+xv+0v2A/BlkJPz7BCe2KlO20/TbKA8OYFLzBa26XUokPAi81WgiRSNg/fM5QSYgk/YzrL+HQCOGnvT+xQtEurDoDOikmWUeM+8cgslrtCC4EcFtgLmhIYQ4faeNqk4lYRQAwmhSRxdkovsKed8azBxif4dGcSf0nZvoO2icThlFR0kN6UEYuk5mikrfKONGFce4oWJLTf+upr580Fy5WRGatV0crpwlWY0d0inpKr6c1In06ln0z0Z7Z81Fb8Y9Xy88Qmu6nRVoycVLo+LubvmckxahsoIF0dOpbT9ZPb8vI8gyTdW/uEdv9Gxf9N1Ghf+vRamLuSPgj+YOXQmBrWBsa3HnnS97QXbWXZ4CfvT1vD04Nl0an/qIZYPbvmVjm5fzaxp+Cfc2m80dyokFIpTJ/TzQoIwq9Q8JssMatghVbOay5HMW9kSFsAA6jZM6t9tVDzMz5UyYUNebrKHCnXVN7gnTxW4iPNWssswiJ6Jte9TAWDSBlFps9DV4WSLZTAX9hzMdSPGM3LhOezRadm+62fOGXZljW2W//oOmzXbaaeQcCeP9Ofh0DuyNzszsgCQvd5TNqFuyURSIQj+FNwJVXkXXKqTj/xUWwVR5zAo71NeLUxjb8UqGPmknwL0j92rF2JL24TkcdIW0EhuNnk649EYGRZm4OqBiXz2eyZrU4uQ6zEGeEu0Y91SUnJWUd56JQ+5Ilick4vstDV3WKf0rULBwtA4upi8DKzDdtrACFrbP0Nh28PwThkk+blfhdPjJK08jTJ7GUPihgDwyvZX+Dzlc3pXOejucDBwwDm0b5tItm0/S7Z0ZSpbKdv1E4ikQvCDAUF9GO1pRdqv77CjVQm9R19DbkYqObtXEdH1PD4/6KHY4sQZsJ51Jd+CBC+tup6P2h84aXlH9v6OauVUclVKsk0X0n/QiXMlnIzkHYirohSvtn59H07m2N6NjK6qILLQRejFr9S7nBJVNFdVHmZ7Sctt4nk4F5aWX8NgdRoT/lf3JpLvjH4P1WtDiZUtfONoT6f40YTqQrneHMpY8wFKlaknjOy6PX8D35uMlCoUvHjhzX46Eh+1Vlf9b6fLgVar92v5TUEkFYLgRyG6BMryriE4PKBB5XSf+izFr/xIOOXo3GY/Recfsizzy6rVTFauwf1n572VBj0P2C8hIXgww4DHL+xEbsZd5AUU8e0f05jU/7pmjbmhZK+X5NW30kEazz7zBZSaVrNXq0GqKmvu0E6qosrFYsmIOkhJTHTduvzp1Cq8KAitbMXV5QEMHXmpX2PLt+YzZckUdEodW6/aiiRJ2Fw2orURXFJ0kPPNXgLaDeSeNfeypnAN2s6D4cBWovPX+DUOwf+8Xvm0T+Zbgh9355L/3Uu8qPjNtyB/LZWbHyYWK7HAsm39ed91Lx2lTK4I+JrsKBdHNWoO6KRTPj1O3/wJb0aGc0yt4r72g2s9ZWSCfAU5uaUEqvyXVNgrCunscmMngU7tL6h3OWWmDtjL0zicuw4KutMnqj4NqRrX/mIPa7w9Ce0yjlvqWEsBkBiUxA5DT2Kt65ikXEdogK8p60DTYDqU7OaPohOTyHCHh1EuG6GqzugD6j5c7+lo9IGMc7yAExXfexUnmTq35Tv76lYEoQVzuX1tIdXKhv2wBpiCyR0xBwBFC2tfmV1WRYBURbKigBKPAQ8wIzwUb9JnSPpUAPRaFXpNGdkaBfsyNzdvwH5QWVFKKJW87v2OuWPuY45qAr0cTpSO8uYO7aQe/X4PjqIL0NqG0CWqbpMQKhQSJq2K1lIuI1OeZvcv8/0Sk9PjpNBWSIguhAh9BO1D2mN1+Zo2XebozIqD25losZKlbYtCqWRY/DBMahNhSV2okiTivccoL873SyyC/+WWV9Hv+ZXMXNayB2d4Y9Vh9rqTyJXDOKz0fTcC8Z2HlbKeJ12+G8ubTJu53r2fr3LzWZ2ZTfLh6zlSbD1pmb+qkvDao4hURDCmx+W1jiVeKqKXdBi50n/ndZ4imo/do9lratjkaXJ0N9LVKp5Xb+P+1ff6Jzg/2lW4i1W53yCpKugUXf+h19UDbuIHXTjvqXsSFuC7JfYGJZPmjaVMPjFp6GWFOYXFnK/xf7NeF07SonaRFb0Zp8fvxTcJUVMhCH6kKj3EE6oFuF0JwPAGlZXhKeT65ATC3G5WnHn1JrMzq5xfPP24Q/UjyYpjfG0yUqZUEubQct85x9smD/ckcVX+FswRZ+Pzlppysw6Qr1YT5VLRt10c3++G+aZQ7Eor/Zo7uH9wOhwYDnzFCDmQYV0fZExy3Wc2n3VZd/jmZQBchYf9EteBkgNc8/M1xBvjWT15NUcrjpJRmUHX8K5oN71WvV5FjK9J1IQ2E7io9UW8tO0lhibG81phESEHtxI8dIJf4hH86921RyixOnl33VEeHVu3DrNN5drPviNb+QNZAe2Zcfd+YgK0HPxjJU5bJQHh8SR16sv7uWb0aiVx+oEce2MHSd4sJLeK3d7WHMw30zbyxBvN1Kph7M3pxlvDuxMVEFXreKZWfEBv7Vq25DwC9PbLMW70uPg2OJZh0V1oyPAekd3Ow3hoNpFuN3pZblHNWGVZ5o0db3DU+wftw1vTKWzwmTc6BalzG55INwDf41ZNBYI5Gj+I61JK6BgYzj/ret4Puofb88fzaDv/JxWy5EUT8jsANpeTsLOwrkIkFYLgRwcKV/FR6720c6ZwKy81rDBdKC5JwirVbibkplK1axFtpFwAdAo7L4QnAPBC4v8Y3PH4/OBJwT0ZULKWbaWnHprvbOD2unnqwGzS4qK5sUzBXcCO0Eh+sBoxuqK5tbkD/IeK4lxeVr+LW1agGPxovcoY1z2GX7d1YaInk2LFKtb54YbC5rKhQEIuK2Hi2xtJ6LCI9TmrWHTxIoLdvk7lf3SfwcBL7gJAp/K1L1agwKmQ2KbT0n7/Frr+h5OK8uJ8vF4PoZEtb0IytTWXt9Wv/fnUf1xzh3OCirJiciwvoQ62EhuuIcTka6/ecUDN28beiSHV/5bv/I3ff3mPBYdUVKEju+zkE51llfr6VrUKr9sT8wWmCu4NjWO0Yy8D6rTlqR0x70YbsYoS2Qv1Gi7Ep1XnfuxYNoxXCjdzf5SBm369iQ9Hf+inKBtumKYb5c6NvFL5OxEJQfUux+Fx0DOiJ8lBybQL8TWhKnFloI9bSL4nCfi/GusX2twUE4QpOKIh4Z+UXqWne2kiWq8Ht7kYQvzbvKopiKRCEPzI7rZhViqo8kO74qjYEVh+dhMc3LLGrO6VNZ8pmkMABHllBprBkHAu7c6pWe2vj+sMRyDElt4cYfpNjiUHrctDhMdDOL4fkrbBbXDt74KsSGzm6E6UmZ/KV8FBhLo1TFXWbeKuvwsIjCfNqgHcmF3mBs/u3sXQnnXpRaixM9yeQbnBhlty8+zvz3I4Jop4ewKvDr78hDbr13a5lqDccNYftPChnEyr3Eo6x549M83Xh8frweKyEKQ9frPkcnvY8/Y1tPWmU/XQTr+3526o0QXv00+5FfDN5WIMDDnDFk3n4JZfYcVTzFWk8bM+kqm3PF+r7YJCIxh45eP89uVzDC96lvzD7WD4ghrr5GWn06dqPZlSDAkhdetY61QoKFMqsXn8N+BDkN2Esqwn7dp1b3BZ7uQRaA9vpkjpRGPx76zfDeF2ORm86Uuud+ezwzSSVg041/pE9WHB2JqfaaQhHLe1LQZl7Anrp+sfI6CtF6fiLaBuI+udiVqh5u2KnQRh5ZitDKjbvBstgUgqBMGPuirj+Ckrl6Oahlf/a1VaZHcwXnfLGQHCXmUl2XWEQpWS98K64/AeY4SzlIiwfkQYaj65CYhMZJ1eR7aykmSvB6Wi/je4zclkV/HZkc14gT/CfeMoDYkbjD3HTZWu5XVLSyvez7shQcS5YGoDyjGGJvJRWgHlxGFo4GhmAHlpu+iIDYesxomKotyezJl6CWVVVWzN30qRpzVhESfOTpsUmMSl517HnD98HWsPF5r/9UnFq9tf5bOUz7in9z3c0NXXxj+73E6SO4NYRRF7tq2k+/CJzRxlTZ/rMrkx1JdkL8w+QJfOQ5o5ouP0y+8hgjwMbpkKU786NVEC8JLBjiArqqoT+4tkfv0A29sfIsgj4ZGuADS1LnestxX3Ze/lWJh/6il2F+3miPtjXnYWEORu+CC19o4T+d+OSCIqXcy9+Bw/ROgfOxa/wQB3KhUEEDnhGb+X30tSsSj/MHZVzb4uHq8HFGUolBCnaZxrvxtfywS3y9ko5Te2lveLKAhnMa0Hkt1uwr26M698BiqFBMjgqdusro3pyI41aCQPXxnD+CqghMUmI7PCQskNOHH2ZWNINHdERzIzIoDSqtJmiNY/Mvf72rgqAFVr3w9rhF5mvno2P3jv4eBzA9m+7ENyju5vxiiP09jsTK4008/esHPQGB5PP7uDXvZSVIqGP3+ylxcCkKFKxqIwQWUI3Uz96Wwaji3zBnTOPqiUJ/9Jig8xMK5rNHrsmCvKGxxLS3dz95sZmTCSOdvncKzyGAAZJVbeN8axyBiA9eDqZo7wRHmK40/bj+btbcZIaiopyObNcAfDEuNJVQaSOKHuQ492j+jD/5VVcKHZ1/yptDCHL+ZNZuNvX6Cu2ofB68WsVteoWaqNUFUobV0ujC5XnWM6mRfXP0ehystikxFtYMOb50SEhWH2hkCum3jdiQl/c8g2Z5N+bAFlCgUpHe4koZ3/59DQqRV0VGSR5M2usdxZZWNZdg5f5uSTHOrfWoq/lEtqipQK7A7/zrLeVERNhSD4kez2PV3wKBreD0Iu3sEzkbdiRQ/4p7NsQ3jcbgJWPYJZkuggdaJ3ZAhl9jJaBSbTJebEqvbQiFh6VTmRZCVlFaVEBPi/DWpTSAnoxxX2jxkVbeONMb5n/8GBgWgTevKb9Xv2aj3M2Xo/zi1K0if/TKsu/modXT8xNg8TS8rYburVoHKCo3xPnUPlClxOB2pNwzoNri/ZzM+hISR4DHwvP0cP7362rn8BR+I5dLUpMQX2PPW22etZ57md+6LKaZM2BYa/3KBYWrogbRAxxhjmjJhDgsnXZyklP4cfokpY7g1hXlHzXw/+zl5l5bnCYn4M1DDQbkcRfOqha1xeF2o/XB9r68ju1fxi9A3xbbprMzHBdR++tVfyMMZveASb7Juz4dsFY3gzHIYc3ME7riJ+ylaw9pJ3UEh1e04rqX210Aq3f+aCGF+kY7itnCFVdiLa921wedGBOiYq1vOqZh5b5v7CgAe+9UOUDbP04I+8FSmzyRrK0+fWv8/I6WgNvppQnVzzc6koySfe7SFSBnVQeKPs+6Z4HcWqeGZaMujSKHtoXCKpEIQGSM03M/X937ljZFtuHNqKTFcB6SYjLpWLht3SgV128XJYCBqvzO1+ibZ+3C4n2759GU32ZrrImQxNjCdUVcaXI+cTqgs95XZqjY5d+W9QaXfzpOrEtqlni2+OvYKy9R4qg6bWaO9ffN4oXt2whgCvRAkuwqQKSpbPpFWXxc0XLCBbiwFw6cIaVE5weAyfq9uTrtZwYe4++iQ3bJz6/Y6jbAwycalNRRdXANig/67HYBcM08IuxyDg5J2w/3paPy8kiHnWs7fWqzZcHhdqpZpp/aYBvg7ue4r3YE19CbQQ5/ag9bac2kuAlHXf0stj44EyX23F5oKDJ6yzcMenvHVgHoMThvHi8BebLDZn9m4+LixgSXA3YoLq18E9JMqXiBgkBxVlxcR5i4FwShW+pk4hXi8Xd51U53LzVR6+MwZQoSz2yyhyHSpK6GWrZHPiLXSJa3h7/GCDGgt6Vhn0ZMu76eayYVA3vClkQ1jz0mnrdJLg1BIW5b/5Pf7Oo5aYGBdNlaTgB6cdrcZX62spyQOgXAoispFmu9bIEpIs43CefFCAlk4kFYLQAPd/vQuXtZTPlq7kxqE3c8CdwzfhoQx02Li6gWUHaAIYb7Yi0/R9EfKz0khf9jolkYM4dmgXd1S9C8AurQa3pMCj1RKiPXPnuDCjlkq7m1Jrzer9/Ao7ESYtyhY+URZAiSMHhbaYIH3Ny+Wg2EFc2/laEkwJZHcJ5IEdd3NIc5iVTisGTcMmP2wIV1UBMiAbGpZUKJVKZoe2QzbsxVS4t8FJRQ+Hgc5VFQTpuyF3G0Xllt3V8wMAOFufeqKuy9pfRur2JdxybAUFhooGxdGS2Vw2Jv00me7hPbmz2/8RF5LAtHXTWJu9lputdtbnF1OoVOJU1K1PQGNzHl4DQDlGgrEQVvh7jdczMw4QvmIaFdER7M/c2qSxrdCM5WhlOBd17lrvEcwCTMEUoMeuclF+8HfGWW2cfzSLckx4JXBKErp63GTuD9CxMCKMBLeaG+sVWU0h9ixfvK0H+qE0kCSJq87rx2PHvsasVHCOrYBWQc3bebiVoyt9MzfjjejYaPsIDAwjTeNLGMvMRUSH+WoL04r2syXQiNYTSO1nI6mb1/NUdPAcZU9i3SYtbSlEUiEItZS2eyPlmftqLDunYAcP6xZSJAcBN2MPPhdthgV7cNcG7y9IF8YLxSXY5KYdq7owJx3HxxczyJvNx1kFdJXy+CuvWeuczOopz3LMnFmrH+gQg5oMdSlv7p3O9YqL6Rvdl6W7i3hs0V5uOzeWh0c1b1Oh2vhfSSBFliiSImsmCuH6cB7s9yAAToedjL1qzEoFGw+sZFTPi5sjVAAeDMzBaWrN3dGdaGhXTYOcRIXFgVoObnBcfa0S/Soq2BzSht4X3gAX3sDWN66mf+lPFBFC1zH/O+W2epWeEQF9KFGuotBbxO9fPAeSgp6X3INO33wJXEM47DbKS/I5XHaINibfjVqhW0NWmZmMstWMW7WcOOkwvUwx7A5REu21Eez1Euz1ckDTsmbG2u3NIN1kRBs4lpCSJXwd4ODC1GWM7zCWtYeKeG75A+RHR3B5pZnhUi/yrfk4PU4SAxt/9LR9Zj3bvd2ZnNSwuuMpCeGUqCSeOLaOHoAFI9fFDyJHk0IAan4/YwknCo0ahDt7DzZNhwbFBlBZVUGBqhi3rCYs0X833G2SEhiYaseGEpXU/LeMK53dWOp6lMd6dmREI+3DZAjmvdxCAvBC1fEO0wfK9/NxWCg97MpGSypQaJE84DlLO2o3/xkiCGeB0sIckr4fT1up5o+50qBnnUpHV4eZKksl0YZhFOdEER/X8B9Lpdr39VQ28YzaeZ/dQo8/O6gdkuPprDjGVp2WNk4XGwLGcI8+lBD9qZs9/V0H6WXKktLILDeBdDHzdr3D5wc/w9QRPssI5WHWNuah+MWQyp208Rxlt/aWU66j0erobz6HI+VBuLo3X0tYt9dNlWQGhZeIhIY/rUxQjCc/o5RWQxveGfJD9ZXMcfbl6qTjM/32vu0j0g/vJiy2NQbj6Tu5bpQy+SY2mgnmLJ4/5JsD5vfvHAy82v+jv/yTV/aSUZFB6+DWDS7r9y+epUvqXExSFXPDQ/nJGMAP2Xkkut285roZV0wUjuJzCZPnggTXmvO4yiKBV8Xc5Ev4XN5GO6eZT/xwXP6yWK8gKyiUG8ISmOmcTJVxNc4jKxnfYSy2BVcSHZ9JPloG2B1s1h/lrm9HMa71OGYNm9XosaXb/kBpgIigng0qx+RVYve6sZQewQNYlMHcc/4NTFs3jYs6XFqvMntH9qYq6wYU4Q1PjLceWcd9ceEkOV0sTmjX4PL+EhgSyZzCYjbqdRwrSychMMFvZdfHoQIzAO2iGm9IZYVSSTe7hFFykm0/PgBBsMPDBRYrJimp0fb9cfDdHMwu4tbQhveJaQ4iqRCEWigvzCZU8uCUVaTqjs+k+VGQhTUBDm4ur2BC1iFcHt+FTqNseLMeldLXmVFJ0z6VjKlKA2DpoOfZXrmUJTYb4GtukWz7Bhhf67KGuySMbjMWZyjD4obxyY4vql8LUrb8tvEVZcUkuo+BBGGJnU+7rhx3G9vzsxleKjdRdCdSKVRw7HksnmI6jGn4aC33Wl6jv3YlO1IfhR4P1bucJ397ixVlTjzeztwUefzGXKXW0Kpz7VqTRxtjiS9xEeT1JdlFSgVSedNMrLjgwAK25m9l7nlzG1yWO+MrvEo7Li+s1+tRyzIH1DoiXQ4UCiWBlbcw9/reqMq7sHXtPBSthqEPTyI0rg2eo+sxZ+4gQ9Wymj8VOfvhsmcQ12sknSqK2VqWS6f4q1i543ukwP28WmCnUqkg3OPBKVtRBCqwOq1nLriBbNZKtEGfYgh34pIGAvWfNLC9Zg4HUyzsjvuF3skJdHeoWdDqQloHta7uTF9XIXoFbaQcYq1OaOBzd5syBNkZSo4nBJW69sPanokpOJw0lZpboyNhzR1svHJjg+esqa/U4lTyjc+gU0fTPurcRt1XlhSDxluF13m86W4nm4Ibi0r4PfL8RtvvPkMeR+K2sM0SzYW0zJnpT0ckFYJQCy63myI5iBJFEMkP/IRJ40seOu6aS9q2d+jicFKecxhr9ibuVVUQYT0XaFgTKKfkZkhiHB5JYnUTtdP3uN28FKEgyBtCkMlBcWEBSlnCI/lulO0B5XUqL7nbZYxZuwoog2cjeFGpZIdOy9CqKiSPDtnrPWGys5Zk0epXUAfpiXaEcl7b03+eUYG+znwllhOH120qFksl45y/kSeHERfU8A6VarUateTB+2fn7/rYnr2VH469hyFRJqLyYfq3ql0t1z9d2Ooibtk4iwpZw/kxHSnUWZlTmn/mDRvI6XHyyf5PsLgs7C3aS7uQdqzNXotX9nJhqwvrVJbH6+HOGAUeRQJvd5nJawnxxJriqud4mVlj7WHQc1iNJR1tWiy/qYgOq9972BhkWcaSPwK7y8OguD6Ul+Wxdq+GHF0RB/I/ZWtkOBeXu7EXjiecCg5KXVk7+RqCdcGNHltpfiZ9neWkyxo6RbZpUFmmkGhcZGB2FOINlFBIvhv3DqH1b7oUIplZpX0Ir1fC7fo/VOr6j4qVbOqK5cg04oL9O6+RQqkkzH28CW6Vq6r5korMXaAtoh0FxAY2brPgm4Jvo8BWzLsqE+0Aq8PNLTnj0DiHcHvbdvin18qJLIp9qE0pLD72Eo/Lk+o8olhzE0mFINRCeWBHRjvmkRhdRtmXg+kZ0ZN3Rr3DHT3vIHr19+SrSllz+D0WG4rpkeDgvqjRDd6nSm2g8s8ZkR1uR5MkFXkF6Sw3+m5Gf+t+DUFBEcSZ4pAd8XyycxlX9O52hhJq6jjyKnYdXkfP3IUARHs8jLX+WZ0sVVFSUkhYROOM9+0Pm8u3sCkslEucCZx3hnVDOcLA4C8xF4UDrzVBdCcqyTrMLPUHVBJAgK7u4/H/0xGDipmGaBTyer6rZxnO719nslRJhhTBqzdPwaSr341TXKvO/O7txBZvJ5xyGrJkY7eymMZ7ZuijUWqYM2IO7+99n45hHfk141ceWf8IiabEOicVGWUluLwGJMlG726jCNDW7cYoUGtCdkbgdbecfiTWKjtR7myKCCbcpGFkGxNd1c8zICuFVfow9kZpifR2Qz3q/5i9/CBYobhSRXDDp/I5I7ulnDcLiykihHB9w4YADTH4kohtxZOIKc+iQ5eGj2gXHBrF/6IjSdFoeDljI4Pbjah3WVVOX422Tu3/m9CNqkE8k1aFZeCDdZ440J9inXreyyugRApp9IdRdtMP6EMy2ZCTwHnt23Ht12/jCDyKuXQIrZMar/lTB8N5qNILmGPditVixmSq29wnzU0kFYJQCw63r8mFXhGKW2MiQBNAgNr3w74o0M5udShBngKSXF6SXMH0Hnllg/epN4ZjPXI/sqxAozQ2uLzaqCzK4YniUjKVAYQFRHBtl+PjgJ/frn5P5LpeO4d93wahMkUQ2WEQKm0A7k8uJpQKirIOt+ikoq1dJkCykWg684+IyraZ/TG7KXc135OlLZnrWBocRKQzyC8dCdW6UNK8Goze+jVVOZaynQElSxkoyew579V6JxTge2K6euCHvLfuCOOsKTxfNIsymmao4p6RPaubPo1MGEmHkA70j+lfPfxrbVVa1VgPP0l0kKLOCQWAzl3BRYrNBDqNNLS5jL8UZ+xjjfYBrLIOg+Zy2sdH4tIrUTm9jLYX0SNbSV7/afQc3po3Vh3G7nLx2qdf89aD/hjv6PTslnIAbIqGJ2FSxfcMj12Ewh7Nb6U3Mya84f0W1BotZkmJWakgv7RhTfmUBXt4Rf02Fk9r/H1u3Gm5gUjKOGfTz1QM6kpQaPPMOaSoqGCQ3UGqKrjR99UusA+7i9Ts2FdORtwecuwL0EbYuapfZ0Z2aLyRmV6dcAUBM++gWKlg4/6fmDDgqnqPWtYcRFIhCLVQnVSojPyv9720DW5b/VobRRSh1nwuNVsZUVVF7vWL/fIURa1U4HX6Ll4yTXOjWu4NJr9sFDFGvd8uZCpdAF2vrjku/RJTAlu1SnTrbuPGuBVER7WM2Vr/6aJyB51cxWxPPnOnubigVgwosBPiboJHsKewt3I/i0OCOM+q8UtSEWNM5t3UQiqV9buByt+3hiRJZp+2Jz2GTWxwPLnadzB1WkOOIZng/V6cNH67/H8yqA18O6F+k4DlFRWjxUlCSP2e9jrLDjAs7GMcshF4pF5l+Nu6dTO4tFUiSU6JJX8uC792Pju+vJeQqmMUhA2g1/BJSJLE0xe2Ydgvo4mwlHDjj2vIdOTy4yU/NtrcB05rOQB2PyQVVtdRdgRZ6anMhFIwav0z1Pc15TK9XTmYOzbs4cq2gl/ZE5tKW0eBX+L6u2Htwnny2EO0V+SwdXMH+o879UhtjclV4ZsnwqZp2HDZtfHGeffgfr0vsdJvuL6A+01GlhtjmTbkmkbdb4BWxVFlK74JKuOz1Nnk6s1UuarwyB4e6lf/fm1NpU5JRa9evWp1o7Fjx456ByQILZE7aym3h80FVyKTOyyq8dqwyEnEbE2ji6KYQkKJTfbPcH5/n8PB42mazr/ZnjBedU9iRFREg+fZOJ2SDuexqGQRCS4XQ79/jujbGt4BtjE4POCQVRjCzjzJUuuoLnywrpBSAim1l7IqcxUWp4Ubut7QBJH6JLr0TKk0EyL7Zyz5wLBkutntZCjqNzfEMVsGFoMemzakgT2MfM6JH8ba7DWMTL6QLtuvw4qOwx4vamXjJN0/HfmJ4qpiRiSM8Mv4/GGbZ5Kq+4717inA4DpvXyKbeS48lCiXl8aZS/jMisvKOJyyl959BuJxu5FcKcS6DGA8/h2Jim9D1EM/AfD3d+2Kwe3YtzaBOEcJh8pSqMDOobJD9Izs2Six7qrYxwux0SS6ZeY0sKz2Aa25K28ZaRo1w8PfRrJMBhrWTwOggyuQOHc+uyrr328JIMdRwHqDHhX+f6r9xLjO/PhuB35KAFfhW2yieZKKFPMBnHoddkNwo+8rMjSMoj/7EqqByWYLXQfPQK/yb5+VkzFrY7jIksNnQYGsz17P3uK9qBXqf19ScckllzRSGILQsuVXHmJBpJNEVwbT/vGaO3kk32xZRWeOkWPoiL8qRlUSvBB+O25JprJsJUGG9n4q+dT2Fh5CUpcQHdg4M5X+ZdKoaez7YDFXV5aQpmy+js2n4/V6mex8Aqfby/q2Q864vinM1xQnWDaTUpnHjM0zMKqNXNflOn7P/Z2FqQu5s9edtA/x/+eYn5VGREwyXR0Gbi4pY2vImeOtDVOE7zwI8ZbUa/uN7jRWR0VwobOqDmOGndqk9pPoH90fvdLA22EvopG8/L6/HR3Cjo92YwoORx/gn+Emvzv8HdsLthOsDT4hqfDKXv7I/wOz08z5SWfu2eF02HlXuZll4aEMb9+/XvGEaoMZZbUR4Gm+JnaHPryZwZYVLE+5F5ccyI2V5Ywxe/Dc+2Gttre2uQgO7OKOIjedrl1Ax9DGm8Ss1FFEqlaD1g832u2D2tOtopJboyLYEZFJT8t24LoGl2vRRoP7EFVHN+P2TvaN4FYPPYmmd1EJDpX/RwzqEG0ir+cIPilPA9w4PA60yto13yspyMZRZSU2ueFzcSwllYPRkfzPq2BUg0s7MxsqVhv09K+yc2TYO/QYVLc+VPXlMMbRo3AT/3N2pGvXG9lZuBOj2ohX9rb4jtt1OnuffvrpxopDEFo0g0dipNWGWjoxZYgM1LI77g8uVsYwxdCJhk2xdJykUPBqmBG7QkEvexlNMTr49oK5GNsexqq9EWj43ASnYtAa+d+l6xjz+kaMWhUTvTKKFjS7dvqBPzj8w43o2ihQu0MIN4054zbBYb4mLQpJJtxjZGjcUDqHdabQVsj/rfw/AAbGDPR7UrHlm1cYsH8Gm1vdgWQvB8Cj88/oQCFRSayT27PcpKHtnvnc2P36Om0f5pbp7nYQoT7z7Ou1IUkSyUHJpFeko4n8BdmjJeTbVUQqMqrXsco68m5cR0xSw29i/tf1f5RbSpHXLOH3VSuOv2CKpmxgP6ZtmEa7kHa1Sip+/vpx/jCo2C4HcMfAi+oVT6wpnjmFxZjlxn9aejKVVU56mNeBBGOyXmP7n0NeFui70SuodnPztB1+Jd79z3Ol5SjF7hB0qsZrLtjFZeSdwkKOBTR0GkjQGHwdZgdX2QnzeIirZxO2f5J6TCFn60ZeYzXF345l5aRf6tX0NM6tZaDFyrbAYL/E9U8REe34dn8ebk84GkXthqzNzzyM4aPhBMhONo5exJDBw8680WnEOr1IHichgU3TD296px5ssx8CYO+5VzTJPgEISoBCGFrupG/S+TWuL6X2UoI0QSgV/ml+5291Tnl+//13Hn/8cR566CGWL1/eGDGd1ty5c0lOTkan0zFgwAC2bt3a5DEI/z1JspE3CouZajvxh0SjtpGm95KuUdNjwBS/7nek1cFoixWl3DRPJ5LsB9F4ZYbr69+htrbaRAaiUSqwONxkl1U1+v5qw+6ootxSin3R3bT15gISGjkKvebMz19Uag13R0QzMiGON3e+jVw+jF6B44kOiOaJAU9wUeuLmNLBv+dHVZWF1KxXsUoSg9LnUuDM50djAJI+2C/lB4aEcYvuCn6KqOT9fe/j9rrrtP1Yi4HP8woYpvPvhICRhkhGJ15EKwbSRsrBJStxyb4f2QDJTv7B+sxv7JNnyWP21tksPbqUoXFDmXG4kok53zIw//Pj/x1+BdeOrXQK7USrwNo1i2qdtZUP8wq4TNWbyHreFClVvps5NXX7HPxlQ1oJXRwfccCbhAyEqg8D4IjoXusywqLiOaryzVWSsfPXxgizWlrwROZW3I8lquGdwjUBgZQpFJxvs/F8cSkdjP55ONBt5GQOK/pxQKNGtidRYq9frSBO36h63kZqnhMc3YoOThdt3MUgn7k57u8LniL6o74EYkUnuXh7yUZeXH4Qt6d2k7nKsswbn97Dxy+3Z9u6bwAYbOnLrVnRdIwc2qBjqa1bz5lGqDaUl4e/3CT7+0tgku+BXrx1L96/vV92t53hXw2n92e9MTvNTRpTbdWppuLbb79lypQp6PV61Go1c+bMYfbs2Tz44IONFV8NX331Fffffz/vvPMOAwYM4LXXXmP06NGkpqYSGdl4vfEbm91mYdd3L6IsPkibq14lNNI3QY/H62mx2eh/jssOgPckVb5dY+IYGHgzQVoTXdsO8OtupxdVYpAc5Cobb/bQvxTnHmNeYQ4uoHLCpEbfnxcXcdF5ZFUWcqSwL4lhjdNZs9bxeDxM+nQAWWovszQljLa6GSKN4foxtW8/XK5UU6yS+KFoGbCMlQuvJu3xh5nScQpTOvo3oQDYlZ/JS2EhzA8y8VleAU8EHwXCuCuirV/GUZckiXBlD4rNnRnevh9OjxOVQkVuRir53z6EWxNI3zs+QaE8+XXqG+NVvFbSnyvjR/ghmuMC1AG8PHImjAR4iy9SvkCv0pOx/FUqyaRt2YF61xiqvBLrj6zms5TPWHUgmwtsKjoqlOyIngSSEm1lOr1sm+iR8g3jn9hT60EZgtwldPM6MLSq/3dLrfFdf1RNPCHmX3ZnlQMSHwfcyP88zzEpLobODgePxNetVrM4vB9JBUfYfWwp+/apua7LdY0ywk2uHMomb1cG+KF2sEzlZEJSPAFeL78fy0al88+wviq1hqCrF+L64TYyS/ugl+o3hGiBu4RUjRqzqnEeCIXF+GqidukVTP/uQqYNeJhzE089AV37Ix9X//tm571sUiSycc0RzHY3z15y5h5Wa9Oy+NG2hdJwDeMPfkzfcybxkWoKqa6xfJbg39/ZUxkQM4C1V6xtkn39XZu+o8heEcEWbwc6ZhXQMTESq9tKhcPXt00hKTCqm2ZEyLqqU1Ixc+ZMbr75ZubOnYtSqWTmzJm88MILTZZUzJkzh5tvvpkbbvB1fHznnXdYunQpH330EY880jJGwqiP1DcvZWDVFgA2LnkNT0Awn1cupwovd9jbou82ge4jLmvmKP99UlL2kSNHcE77CDSq098YyG5fu3/5FO1I3594t9/jA3BLvps1j8d1hjUbpqKkAOf7virWI+rOdAxr/LHIS6tKKQ58FZNJRrXTC50aPq9CQ1jM5VxuLuXlsBBWG/REKAby9rUv1Gkkr2jXJDoVmEkPO4RTbUZyNe6F3+qW8TrDCJCLiHV7mFphZr06iti4kX7bR3xwAKr0UdxS8iqakb7zPHvxdPpbfD+2hw7soH23k8+KfcgTzU6vjmvCkv0Wzz/tLNzJazteo8pdBYEAJqbaaz88Z6Wzkud+f45DpYcwqYzctXsnE7Qu5mj6sehQEN977uOyzgG8cu0IAMwVpRTN6cnvzjYs/GknlwxoT4foMyf9IZ5SkCAwov4NGc1eG1cmxOJGYpXbjVLVtAM47skqB9zEdIjnUJoGtSxT6EwmuuvwOpWjSuyLt3AhrwUcge2vcEnbSxplMrxs20GUAdlIfpiBPDzYV7skA15ArfPfd7tHfDCmyuupqLKx7bVJDH9kcZ3L+EZxiN1xMVzjMp9xTp360OkDOKYI4uaYILDlEhNw6hH7bJYKQqkEoOKeI4zI+5Xf/5iJqaINyoOtoRbd5ndm2Ik0xxCu2I/CZQHAbPf9Dpp0/+6BS9W6AKa3+oK1B/OY+v5MNrTeSKHKyUejP+K9rHBUniKsNhvGgJYzX81f6vTJpKam8tVXX6H886nUAw88wFNPPUVhYWGj1xQ4nU62b9/Oo48+Wr1MoVBw/vnns3nz5pNu43A4cDiOdwKtrPSd5C6XC5ercW/SasvtctLF9gfLjAbmBQfR2rKScblVbEpQ08tup3/JPqQ1i0kLTyCpg79a6wuHtq0maPnt3OJ4DbVKxXMXd+aSnqce836NN43p8bF0lwvo1YTnjgffd81pt9f5nN3x0zwCDn6HtePl9B5/KwBFVUUcrTjKgOiaT3p+XD6LOL0ZtUOBpefNTfL9CNWEEu3V08pRSpUltXqf//x/UynKSmOErYr1Bj2TBsyle4/zcXs84Kn9U+HK4HFszSngvYIdXKDcAezAarkWjVbHR/s/YnPeZqZ2mMrIBP/c9OsJx3rkIRRSGkf1H/Jo6TGukZWkazR+e/8eHtWO4o+foLWczfZVC+l+3pV47NksDTBwuGIMJWlanup48n0dU7+MIdmB1f0cLlfjDAOZYEhgUrtJRBuiObhjF+lFKXii+9f6+C1VFjoqkzhi2U3rsn30cxUR6wxnScStaOIVjOoUyVX9E6rL0xlMPNPpO77dVQib81l/zMai205fL2SzVLDeKBHs1dEmKLzen41CZaTgz0TCbK8iQNt0wxfLssxLedfyUmwA+drzudtcxUhrNue6/4+wsIg6HZM6vg8vb5pKWNVRerbvhNVhJUDp/xukUvtHGBJzKDY7cbka1kcsyhSL6uAjGNo+z9DEeGZ6ymnlx2vUo8MiKfn1JQZXrcNht5+y9u+fKhwV/Jb9G5nqEHA5KQg7r9GunZ8YrkHj/plgLygKzLgCT76f3IxDoFZjcqkINQZxbvxI3tz5Bn1Vexmm+J2i/PsIDjt1E0BzeQnLd2fSqqw771hXk6IOw+l0Yg57EX2wBo/cHZer5d1Q+9OgNmEMS3uR61QruNITRaFKS4m1nCO6XNYGQo+1s5g26qkzltPUv6N1SipsNhuBgcenZ9doNOh0OiwWS6MnFcXFxXg8HqKiaj5xiIqK4uDBgyfdZubMmTzzzDMnLP/tt98wGJq3qcVfcsyHuU3yogAyNGqcXolllll0rZpNZ0c7vjRu5WeTgcS1L9P/yFXNHe6/hit9PZdLxUxTLWSWeyrvrdiDJnfXKdcvsJvJNamItzpYtmxZk8X5eYyJIlUgE/9YRtKR3Dpte/7u5wiQHLBnF5+7TRg0QXxs/ZggKYhCQyFK6fiP1orK39kZFcEVpSq6OEPJaaJjvK1iCJeWf8RWRfoJ7+uKFStOsVXjKM8/wrnOEB7IN3Iox0luTt3fA0uxAlBg5HgfkZ8/mIEnOJlt1k/YbqwitDKUqr3+6UOSX5DHHcrtWDSR7Or8BFm732SNtwdR2zdSmuq/p3kaQzQuOxzYPY8jdh07DKUc0AehL2/Dli1ZBJkzaBd0Yjtrr+ooSo2X9N1bWJaR5bd4/qk9vuYtZstwNhWdiwtvrb+nVUVHuDb7GTrqdPSz25GAjVHX8r+4Ut8KFcWsWnGgxjbdlXAw0E2Z6WOKtWV8+NM1xChP/eS20GLjjUjfjM6PblxX7xtou9uLNf0ukJX88stKdGeoYfUnp6OKyylkd0AcMSVZfKzuToTDQKLayM8//1ynsswueN9zEVKGzF1RHrat2dYoMXesyiPA60SXfdQv1227IgizQoFDIZGakkZ5rv+uk5LXw4GYrZynj2bst7PpZOpZq+0OOA/whe0LNO5IzIefxJPkabTfqFTlQN7KXEpPRQaHvrmLH3o8hFo6sblVfmYKKyLCsEkaJv/0OSHKEC7SXMTo0s/o567i6+8+QBvf+6T7cDvt5Gc9wfWWJH7kAgACnUV8v+R70OaiAg5s+JWsgIbNkN7SeavgE89oBisO8F5eLtu0BhZtWUGVTkOKFrQ5u2r1OdtstiaI9rg6/+p88MEHGI3Hq/3cbjfz588nPPz4B3z33Y3TFKSuHn30Ue6///7qvysrK0lISGDkyJGEhTX+5ClnUmQrYsYPzxAQaGKgWUNV1rWkViUxuE0Uc69cjVGr4vFPLmGXOhOTs5CxY8c2d8j/Gtu+2oVcDp3VuVwpr6KVx8LYsaeeK2HtD8FY96WQ0K8DYy9omk5iAK9+8jQlKg9JHToxtk/tP3+vx4N2p6+W7htTALOqXuHVfq+Svi6dcH04/Uf2J8pwPEHf9s6zVDmcRMePZdxF4/x+HKdyaKsCVnxErLeAXn+e3y6XixUrVjBq1CjU6sbvMP6XGb99xSxPZzprJ7Gwnt+1jJ++x+lcTJYqE/7sR3d5+XuUlZtop3Wyv+I6Jky+hiFJ/hn2cdfy+fTL/Zr9qm60v3g6qzsOJbbUxvWDzjwDeF3kdEjkinXbOKS1MCL9dcx6N+kaDfGmbEZUSsQGdGDs2ItrbJO+fyvvp+RRqVCQPHEQicn+7ax9MtbtOfyYuR9DSCRjx578puWftv/wFqpsGGy3s904Av3Q27m0z6nbiv/l/Nx07v7lMKlaDR16dWBo/KmvC2sOH8P9W3u02iouv+jyevcfcHm8PPzHSgDOGzWSoCYYUOEvGam7MB+U6ORwk2oqIqPzHF7ensfX1/anc1zdRveSZZnnd6+iyuWlXb9+BBldxBhi/N6votvMp2jtzWfX8NF0Gdrw38+Z+9cSdPRqdJKNsXdcRVSof0ZZ+8tPHzxOmVJJUJSWsSNOH2/arvVY1r8NIy6nV34v8orCKAF69+jK2H6NM1ag9mAhC7+8kIGat9kUnMtS73zmnTuP6IDjtQ6lVicDZkkYO+qQJC8jR44k1hjLWMay7b0MKPqGjpXr6TT2iZPuY8e+1Uy36SCsgHsMlbAfIijj3MFDSPik0Dcoxf9dis7QMvsU+FNg6xx2OwfQbuUwvg/Us8b1M5hgSqWZrsGda3VPWFJSz47/9VSnpCIxMZH333+/xrLo6GgWLFhQ/bckSY2SVISHh6NUKikoqDlbZEFBAdHRJ69G02q1aLUntoFXq9VNerNyKnvK9uCUXbwbGIneM4C7el1CscXBkxd1rm7jPzhqOCMOvorRo2kRMf9bFDnyGZQUj14u5438BXRzOrE5X8YQEHjS9ZVyMF57AlEBiU36OdjLH8RqriJ6+LA67bfSLdPXcCPXO/fzWZivhqNrZFfmjJjDgcJ9xAfVnIeiR2kyV3kOouw/oUmPL6ZNd1gBMXIBLo8bne74yCVN9T39ZN981qetYkvFLlQBoNAcq/d+jY7NpETvY64niBi3m3OqfB38QzAT4gCHvRdaKc5vx5ViS+PjqAjCvR5mqNWM7nrqJnwNkdyxF+f/Ek25spBeHGNESRXZKhXmEA9d3XPYnT0ItbrmHN6WlbPpZ/cltlWxbZrks4zUy3RSHiTQrEKtrl1nzhJnEfs1avJ1Aznv/h9qva+wqDimlZbhAeL1Sac9vmKLhqqsG+nWKhSNpnbDcZ6MSiUzUrETDW5kz1DUjTQT9cnYSnMJ9Mo8Uqwh8bZVuN1u+kjZdI4LqddnOziwBFVZGh/uWsnqkpXE6qK5M/oKxg/338RqWtlXI6gzBvnl/Otleh+rKYPyknMJDQlDrfZv2/6plXoeLs2kLDr6tPFuW/Iefbf5JkL76cAwPpk6ny9fn4ZL9THx9ptRq1v7Na6/jOgYzUdhA6m0vsP3JiP55mNsXv0VeYEXM6x9ON3jgsjOTOcCxQ7SDt1EnwGtSQxOrE4W40ffg/Ozb2jt2InX40KrO/H8ld1OLrJYyVVqmTjxbu4u+pJSpZIn8zMYUmXHKavQBPlniOqWbkr/ZLxuN6nr1Bz+23VDI8tEmsurz5FDZYd4/vfneW3ka4TofO+N2+NFpVQ0+X1jnb4RGRkZjRTGmWk0Gvr06cOqVauqJ+Hzer2sWrWKO++8s9niaojh8cNJsj9KSn4ZmzoM5rXz252wTod2F7Hk98M49ZGc0wwx/ltVOkuJVHlI17gxubWAkyNvXEzYFfOIbXXiZEwOt29YN20TNjcA0MlxeB02VFLtJhr6S6XdjRy+gfkKB/eUVRDk9fDKG58wWrWb6yyr2WJPoO+QiSgVSkqtTh6s8g1+cKBz04yq8ZdVFVv5KjaG0VYr56Wn0LpT7Z4u+9PPO75gv5zHOIuVxc7z6N15dL3L6hM1mEd2fcNurZZ2dpmCm3ZwdPlbSK4qXs9qTQlBlNucfou9yFXEeoOe7s7aDdPYEP9352qumxGJQfINZxrrlHi9nYFHdLH0s2Ux4W/ryrKMscrXWXpz0q0M8tNkdGdSUrqM7PbzUTm9wD212maRqootcTF0J7xOHVy1ugC6VoFBcpBtPX1zNs3a5xihSKRf28tPu96ZSJLExOB5uBQylorLiQip30hB9WEv8TVfM2siqm8SGzKR+d3eT+ih2crnllvZrg3insx9jDj4AOkR3WnV+eQd/+tKJ/uSeq3BP+dfqfYoB7R2+toOo1P5f2TGMCmKDq4jbKkoPO16ydueB8Ai69iuHUDn53sz1ZMOKtjhrN8cKLWhUyv5+oGLyZ8exrv5hXwWaKLfkfcY6ezEqysPcVnveK7QbOAdzats9HSly/m/1ah9ml+0mO+SE7iy0swVGQdJ6nji9T7Qo2ZmUQlZUiyBxhDWGPTIksTRjJ10ACySAf/WD7VsCpWK14NDyfkzgZ1SaSbO7UZrzwF819rpm6azt3gvCw4sYEjY1bzy1QqmW54hs+1V9Bp3a9PGW5eVN2/ezJIlS2os+/TTT2nVqhWRkZHccsstNTpG+9v999/P+++/zyeffEJKSgq33XYbVqu1ejSos01GkYt96UF4qpJJDDt5G1t1aCJzPZfwtaduo2u0JFmHd7PzxbHMfulZLn17I4cKmn985Q52mYW5+cxkFDalr6lIN8cO8r89+UhmbUte4Y6QZzGULG3KMFH+OSGc23PmccH/rrLKjccRjeSKpq81kElmK+VmO+dbl3JBchg3HX2GPGseAIf//DziQ/QYajEfgz+ZXWZStWqOatRkHd7XpPv+ywiLmntKy5lS7qaj6mom9ap/06Ru51xK24T7mai/jOKR7xMV34ZBN73KwNveIaZtTzqpDvB56tPkWurWP+ZU2rgCmFFUwrnOxh9SW6FUkjn+a456o/nN04MPPaPpFNcXrdeLQa5C9h5PbDIrjnFlvJsrYqOIGTi50WP7S2SIr9mHQzrz90X2etm+7GMqLTJeVxBefds6769S8tVsWssKTrmOLMv8FrCa4PiPOS+uvM77+KfnI4KZHhFGia24wWXVhafCd87adf451+wBvtrSVpU2fr3sV+LN4RhkmaP7tvilfIC7Y/RcHx2JRemfpLubK4hAj4dW+p2NMlmn0+BrdeEtzz7lOl6PhxDZN7Totc5HKM05TBtPevXrUe39k5CdTlb3u2jtcvNUSRkhkoVOunzUIRtYc/gnone/yE3RkWjDEgkNqFkrd17SeXgkiZ06LSWZKSct2223AuBU6FAr1LT3TKAq83q2lShYr9exR/vv7qB9Mh1s4ShkuNrZlQdKy2nlcnNAkQ/4HjTc3O1mJrWfhM4+kKvn/cYd5tdpr8jh/KMvNnmsdbqDeOaZZxg5ciQXXeTLhPfu3cv//vc/rr/+ejp16sRLL71EbGws06dPb4xYmTJlCkVFRTz11FPk5+fTs2dPli9ffkLn7bNF2ebPWKD+nB+9g7lu0MlnZNWovSj1R7GrXPBnp6WzicftxvXltfTyZrDJHcaOkt4s2Z3L/Rc0fLbbhlC7zBhkmQhDHEfO+z9W/P4qN1ak09GylSqrGf0/nqzuUh3kj2gHV9mb9sb3Gu801GFF2LOeh9ZT2ZdTwVfbltGrcDUxkpGIfpfTtseQE7Zz5R/gqRwllQEd6fTgYj5YvpGjW3w/PEavlyqFAqvLd/H+dP88Atr8gkl1AXDmtuT+dF7ieUi/fYW1VMkDWSrOse/i+Qn+6W9QWwOs0MtayZbOj7N4csOSd6VKxYBJD5z0tSsqP+ajuD/YaNWz4tgKrutyXYP2BRDlhEEWK78HNE6zp3/q2Pc8PlA/xeu7ZhGoNPBr10u4cNldqCWZ4sJswqN9Y9nvz9mNUyHhlCSi/TCzdW11j+vD9sWZaACX045ac+rRkXYs/5g+W+/nTTmYAY659D33xJriM7EoA/nKUMWh7MXc3a0PQdoTaw68Xg9rA3zN+u42nrx5ZV0MqHIh40FRy0nE/MVhzmZwYjwBigyWepxINOym2hucBMWgNWejQMtBbyu6KzJRlqefeeNacLmc7NWqkSXphOt5fXXxBvKVsoCVRi1nHnenHiI6st6qY6lzA0mWXGKNJ36vLeZyAv9MmvdLUWSa5nCFIYoFuQXsDRhG79aN33ep36X3cDC+M5VZ+wlp04fLlKm8vmMJnatclJbZ2KkzsV4L/f+x3aCYQbxRnMRI83q2GA6ftGy3w9ex2KXwfXeHJ9/AtsOH2Fe8jK+jI2nrkBjRiMfWEv2kmElFahlVilWU6RX8X3QkatnOhVXF3L36bsI8IVyzaw8f293cozrKEOX+6m3N5somjbVOScXu3bt57rnnqv9euHAhAwYMqO5nkZCQwNNPP91oSQXAnXfeedY2d/q7VRu+4MXSd3ncmM+lwb0JM568eYtCsmNIfg8Aq/1WAk7SBrElyziwlTbeDDyyRHrwYCj2Nc1pbhq37+m8KiCYt7I/p03XQRzYYmaAq4i921fS7ZyJNdZPckkosBMR2LQVrz8EVZGmNfKQLZN7F+7kp8NrMCTMJ0W283luPkU5y5C7pZwwl4K35AhXqn4j1dMBrc7AhHOH8fvWzbhlBYty8jB4ZbyGP5/qFqxEoSmnl3f/yUJoVEmBSYw+bzp3/1xMcZWC73fkMKJd0w6ioHH5nvqpAhr3s/XqQjjXWoVLk0CCyT8dKaU/x29H3XRP7+IDfZ+PrKwkIMBEriKSWLmAwvT91UlFK3sgP2flkKUIbtIOlcEhUSBLIMlUlBQQHnPqDuu6XfMBiJLKuU/1LeHeG4C6JUBVqkDmhtgpq/iNK21FJ00qPB43TxeX4EXCqGn4ze0zhVWEUEl6E0yI+XcHXSrMSgUuXGiUGlzehg1VqQ1PhjQwVuVitrvZoQpFawygyuafBzdVtkrmFhRhkySiQuL8UqZaE8x4sxWt3DgJXdKgS7m68ksKNC7OLzp68qSirIi/UtNvDQ8wVRVOtqQiR5FA+/9bcML6jaVj/1HQfxQAOnMyqzJWklTspEyxCS+wXpnHPx+vSJJERuvbGLf1Qvro+nKyxrYbzTu4JzGOrg4n84DuCcEAaJ0uujgcmLxNe963BAFqBT+on6GH4igWj0R7hxOzHM7m3M3sLd5LO4eT/t58uqtT+OYfrVqyDjbOyGqnUqekoqysrEatwNq1a7nwwgur/+7Xrx9ZWY03bODZLK0sjTJ7JUbaUvDjM/zqXkSuMYAPgwO5+zSzkYbpAmjldGGQvVSUFxAQ3aoJo264itxDAKSpO9CvY2v0m5eRUNwRaPynKadzd1grSpVurtY7GRE2goWpC4kL6UBlXiLmMg/d/rH+lAolHd2F7GzduUnj7OBUEOOx4rTC4l25qIPLCPAkEaAsp0ouIZ58Mp7rRtmAafQaffzJt8taDoBD5bsARwbq6NZnKEd3L6S9N4dPtcl0yttLr6Q+PJhXSb6mCFv75pkHJbbzIL7pJHP/J+s4kHqAkpyAJmszK8sypVRSrFCgNjbuXmV9CJPzLbRSRtHvNDPR1kWpp9w3i66fO4yezphWY1Ar1bQN9jUXKtImEmsvwJKTAvh+D3IsEmbHQIKNTdtUQalSUSaZCKESc1nhKZMKc0Up7Rz7OaRRs02n5WrrD6RVdALqVlPl1AQz2ppBVlB3DKfoNC17vVxu9tUKVvqh6Ybrz59tj8t/fXPOxOOVeaPsUhzlw5g51T81T4ExvvMnzJ2PpTCDkOCNPBESxsTKwxxL2U5Spz4NKt/u1fBuxX0YJTsXGPzT96Rdn6u5aMl3lNE4N7bRie2ocJ6H01pGueXEDv2y10vO4qf4K9Vo77ExKwse8V7H7vMu4OLA5unAnGBK4MvxCwHY/8JQtqbv4/DlJx9NMbZ9H/ZvAWtmATaX7YTvTSlqypVKylS+1CnJ5OBh02w6qA+hymqLPbJh842cjTSOUnoojgJglGVGZg7gbeVl9Ivux/9VtaN95SYqMfL7hBdYf/gnojL1XGDz9fOyHPFfc8LaqNMvUVRUFOnp6SQkJOB0OtmxY0eNeSDMZvNZOULRH/l/sDpzNQ/0fQCVonF+nF/a9Ambsrfj8UrcmRPMTfpK7JLETeWVxIwfdcrt9LoAvs4uRie5yHM03Y+IvzgLjwBgNsSTbNvNFPV8dpYMBW5r1rhKcOJWW1HojTzS/1Zu6HoDr6z9lTuq/uAccwiX/mN9k8c3Zr2mkW88/+mGch0d3BmsVRYxT/0qByytuG/aYmRkvnptGEsDimnjsnH75hnwt6Qix3qMK2OjMMhWPvxz2d0TR5Ca8DqdFpWgavU8rLuJxSO/pKPnCB2roHjQ1CY9tr/sLdpLWnkaYx0/86r2KzYdm0xRfON1Nvw7m9vG7XEyEM+Xpsbt9KoM8D3hVzvL/VbmvMAwMoJjGB6o4tRXEf87L/F4l+a9QWG8ExSBVPEz/fEN4b3VGsV7rju4tmMS/pvbu3Y+CA7EplQyvDD1lB1+12XYmBU8ivJQ3/wTM8NDeUxlPemT09OpDO+N7VArcjwTTjnDsMd9/Im+UtHwzr1/TYjpcTfd70F6sYUql4RBE8OF7Qf5pcyIeF9zs3DKyc8/RH+nmdQqaOdy4v72JuTHt9dpNvt/snqUbPB2w6RVNaicv+vQ91wOKX4kLK6NX8o7mQTpUnbkl2OUEk947fCudfSr+AWAbDmceIrp6bJidnQlISG50WKqi9b3/ExJUS5dk0+efA5sFYYmZAvFwUv5KVVmSteaQ1FHRFyLdU9HTB19tUtmZSlvx5cR4glFWXYto9oMOwsbgjfMc5aaje3S5Qik+Fe47mc90ysVDLJV8Ufnx9hPKZsdqXTWaqqTCilzY5PGWqdv2tixY3nkkUdYv349jz76KAaDgWHDhlW/vmfPHtq0abwvm7853B5cTgfWlAN8lvIZs9/szNEZPdg7cyTFucf8th9Zltm0JwZZk4eksrA74mLaON28XliMNXQS4bGnH1O+SvK1x3XYmr+Dc11JFb730R2YhErve/KgdluabP+yLPPs5mcZ8uUQ3t39LrLsa4vqLroEa/rtDI0/B0mSiA6IZq/1O7Tha9hTtL96PQC7zUK01zcaR1Trf9ZhNC7vnxPUmSoOcaHyD8YYUlAoFCgVStS9r2GPTstGvQ6TbK4Rs9lRyj6tlmPq403NJIWCjv1HoY863kHuwK7lOCQ4omxNeHTjjG1+JtM3T+epTU+RYfAdq7qq6TqgWl1WAjwyWq+X4KBTT172/+zdd3gU1frA8e9sb9lN7yGhhd47SpcqFsSCioAFe8F+1Z8XOyreaxfbVcSGYkVFBRVEeu+9JqT3tsnW+f2xZGFJgJRNNoHzeR4f2ZnZmXc3O7vzzjnnPf6gDvIkFSZbts+g5uqc/Lc8kzKCcTtN6BtpTEV19kV3YYVBz0HFiTuOf2XNQx28jlaRjX+TaYlJyTfmINKLTt83f/mRvd6EolJZHe4ndbvyX3zNSLZnWkkrrL4ClN1pZ79azSG1qsazJJ/Jk1FaxsTHsqt4X733VVM7U7IBmY4xZm/xiPoyh0RQInt+20qPbGaYtZyXMh1cU2SltesQmanV97mvqezSApTGfWhNaf4I1yu55xDCouLPvmEdxenstJbSKC+oWszBVlrk/fcDrnsplyQseFrBWocHft4Gq8PKz2m/8V76F6fdxmJQ0zIkDUlpZ9OymeRmpvisd7u0uO1RhGo838dtQtsS4YRONjtJimNEBtWuEuK5IEn2Hbi/0tUFpdJKelk6O1Sez4kuPJFLWl2CSlJS+eux092Cv11dGzXWWn2NPvvss1xxxRUMGTIEk8nEJ5984lNz+6OPPmLUqOaRQ85Z9Q+vLMpmsHs3N5rfhphw3Ao7Ld1ZSLYjbPnsNsIf+c0vx7KWFvNXxYvsOGaA6/7LsNbDkN1XcnTvZvomdz/r88slHSFyMRVljTvgxh8MpZ7ucIqwligNwQBoXA0zw+PRvVsoTNtD16FXsz1vB4sOL+LRPo9yR/c7yLJmsSx1Gbd1uw2X08H1FcvIl4NICjrR8jC21SjeXbkRVXEpqWlptIj3/HDs3rOaO5PiSLK7mBfeuEUBKpMKyZ7BHwY9Vm2wt+PYJRfeiDsyjGe/KKKTM5bNVgchx6ttxFntvFWWzb7QqkUyFXrPj2yYNorHCz5hY1gog+V2BOp2QK+oXoTqQskvUvC7QY/bfeZyiv5kVoeRue8lVNgJuqZh34HItn35a7OBpyMriPt6Al9MOjEnwuKdmXy/OQ2FQkKpcHK4bAaj7GH01iTT49qnTzsuwVh6OWVpwxg9oHeDxn4mcZGjKN8tYY5NAqDEXkKW4md0MZAcNb3R40l2dyc8NxdHdNXS0JXsDi22rLHEmfP5d/HPZCmVRMbXvrZ/qFGDWacmr8xOqa36sWIlFcVcEe+5QFrnhwvyfepQCtSFFKgbr295xIb/8j/Lz6zQDGF/QQRtQ2o/qP1UkkLB+4ZbOVAEw0vc9AeyNS34ytmZQhtc6dJRnzT/cOZaDC0+QuUMAm6qd7yNZUrxe/TR/srKQ3fBoFNLrnouF91Aavx39NUn8FpWDv8nLcBiaLxJS0+n3FnOM6ufAeDKtlfSJaL6m3APtB1I1JqFdLLZ2bDwFcJvfePEPuye80iv8fz26VV6Xi5sy3zdFvbH/4FDNQxomHk4mirFSdXsjoz7jJFrZ/CD0sCY6BGMP7wAAEtMG1qEtOH/ev2L71b8my4tLSjdWvK3DQfeb7RYa5VUhIeHs3z5coqKijCZTChPueuyYMECn9m2m7J5ex7F0KaE5Udvw1Y8g9nK34jo9ADrIjLpt+dFultXs3PlL3S6oP4nallxPpFSEYOcJShbevrsSgpFjfuM/jdMR7Y6kokFe2jfyNV56uuAPRQDYZjj2iO7jn9ZuBqmpUL66jq6udP4LuUfXlCtxeayYSyVuThyOPHuEHqbk6koL6OsuIB/qTz9P52GF7zPv6/XXfRecikXyN+S+eFHOB7fiVqjZWvaVkoVCrJUStSquk9cVRfvBZdzUBNDz/JifjBHEOXO9s4HoFPpuKrDlbwc8gY25wr25/Smr9GT9EQXH6KTvQJ9eNWuCtdaD1NU4eCAMZYKRTYr9DqGGBq34tLJHu/3OAD3fXcjn0VFcH1hEY0VTXG5p2uKW9IQpGvYv21cqw78ZupBvjIVY4Vva8y8318ip0zJEWtv3MHb0EWX8LGymMEZa3hw3goGR4zh6gkzq3TjGFPwGV2UBmL1getnHG2Mw1ncHVW4pyWmsCCbyUXF5ChVdAnA3VNj6EP8fCgV9UE1lxfkYgkJr7JNcuEONEVutGEX06Z0GcMUOeyx1K2lLjL8Vdzx6fy17zbaR1ft1ulQalE5tciSG43q9NWoakpdcQdlx4qI6eOfbkg1YcrfyQ8WJb+qNhOTutQvSQXAnphLWVKQRcfC5QDY1Ga+NvYlrTifCxwKTp8Wnp26MIV2NjvmBvq9aSh/G+3cbYmnk3M1p9b1q3ArWaHXEe10YXBDKZChUjFUuS0QoVYRpg/jli638Nvh34gxnT4lHD3sZjZv+A61bQWqMt9yzGFHZvJi+Cqk7HFUXgy74vuxtXQ3WaoSYhz+60XSXBwaNof4pTNIHfIK7ftewuFNjwAQZo0gWLaDBBHxnjFKLqXENp2nNcelsCGpmnD1p0oWS/V9j0P9PGV9Q9n2xiWEJBRgVSjpZzRy8ZhLGNPvUe/6799cx3eanVy9+VO/JBWb09cxKyGO1nYX/6tD384DGgUHtTqGWhvvDq4/ZBdXcH/F9RhbZ/F2lB5bxjHWm4MYWHrmiaLqIif9CC3cnjvwIw9/xSPaGQwN+oGb/3kJg/wi/zq+3b7ln6K+4h3+CjKicGsZr5B9TgJ122Gk7V5BoaKI/E1L6dh/DCWmiynbEEL/do3flSNTrSVFbaN9RQWdbTaMOt+uchISzrDP0UkVbEkfT9+kKNwuNxG2YyBBWJuqfcpHVzjpbMvg3qx4ZqrW01qRzr4xjTvpXXXahLalIGcFsU5Xox2z8HhSYdGrG6Tu/KnskVPotGs9PTr191m+P2Qx1jAFt5p7YwidypGjh+hrVRDt/I1y8nm1+Btare1JnwEn+h/bKqzc5f4S1FBgerjBYz8di6uQ0Yr1xJSFkl7agh0HV/NofiF5WAgyBzd6PFFmLQpFKZmFK9j0wTMMe2RFlW365//IHepVLFKFYZAqJ0ir25iaBDmVYwqoKK6+SIlJF07Bfs/YQ6UfJkwz0gJ3RREaqXEqATocDpJse+lbIXE0qis9I/03QWV8iKf70z0V7wLgUpspNn+IIbiIw8V9GUbdu2QmuYP5Jj2TnZrG7bJaXyqNGSsKSqtp0d+sDeXNaM88If0caiZZ29LFlg+XPt/YYZ7WfT3v476eZ5940tl6FGxbgcae77N8lTKDtREhXOMu9C6L6TGa2d++QoZKRat+jVsspSloN+QaGHQV7Y9fP04tdKAryuetA3YGOt7gVsta7ggKBqBH1Inz84o2V7Az6wtSqttpA2ncma6aiF72HSw6JrFDGUunJ6b63P07WnyUf5sPAFrKtGYu8cPxcksyyVMpCXPV7aLlylITUYUHwdw8WoEqbU8rQqlPRaEu4vn1T9NW35J/wkK4RF3OC2d/eq2kbltGGHBHVARbdVpiD5m43BGDVc6h8qs5RC4i2bmP37f9zDPH76qOO6U0YMuxkxle+hGRTif/PrwO+o+hqEzGbYumZXDjN7mqNA9TdiSdMcxlpLyXjX0e8VkvSRJtFUmYSvYTsfE1GHgBqYXljHDPJEF3iA9jq96lrVB4KtAESeX86e6NVrWFVl0vbIyXc0ZTu9zMPcteAuDbRqpss3HPV1wUN4dwZzSNMQ+MK7wXayqCSJROXCxZy4rpZLNTpFBw9QX9SIhsCcxHdrtZ8fUL5Jd8isHt5kDWFvpwIqnITT/MGxFhyLLEvVongan7AkElO7nb9DYp9hhmLF1B63ITI4FsdRyNWxzY47r+CfyY+gjpqkMsKqmodqB4uVxKvkIBJhVDW4UAIXxbx+NNLdLxf/mHOBZVffe5yuEzKj8lrcmug1gU6ShK44GG7465/p/fGShZGV1i4IrLF6BQ+e/mSp+kUOauPOR97NSHYKGC0goVjuL63URzV3ju0DqV+nrtp7F1N3bglz0/kaapWo2v0Fbo/fcBk4MPJ33XiJH511ZVAQ+1iKOlPZu5Jy1PcqjQO6xEndQ1OaFNV3I0FxLrLKNNG/8ltc3KSdepIytyABikfI0kxxeYht3vXdc2pC2vDHmFbTnbKLQVsst8+ok5G8J5mVRs6PYM5iAj8V2HVelOkBCUwJCIyfy2tYLgmHF+OV5bOYJv0jJIVdRtcJdDN56taQdpZ2pepdT2Z5XgtofTVnk9V3VOxOBUsTNrBbLCzQurn+fxAU/47VgFR9fykcXMKoPnByRBv4Pxj//ks838V4czx5KJquw7RtqsZCqD0Kt8f3Dm7pwLQBu7A33pHgDyyzwXuKfODtoYghTxuMvVRGtsoABVNXdTZyZNpstfU8ilALfLxc70YhSW7eRGLOGzfSpmDpjps73OUQjAROVyuv17LQqFwm/VUeojKCSCIkxYKMVe5J8Zp8/mcP421prtDCrz72DO0zHrPRdkJbYTFYFKC3L5KDMbh6xEFX6iJUpSKBg06f8wzV5Nj7IVrDX5flbz0w/xh8GAXSFxr9TwrSynU6iwMyMuGpXsxpW/h6NuFw8qFJQaz1yAoqH8mfY9+apDjC0t46XcPEqLCzCdUmrzA0sxG/TxTDs+Ky2AOaFucxlYMNDC6STbXv28DW5bKVcpl+FSaID6/6ZcZZ/PobBt/LltNUN7/4jUgH/73OxMBi6/HoDDxm509WNCATCuSwyL7x3IulUzIX0TLUbeyX++f5LeJZtZbdoJVerw1ZyrLA8Ah7phq7r5m8UcRwunkzjHBuy2CjTaE13mgpVJlKfeQFKLw9zao7HrqvmX3hRCfoGScIXvWKSLywz0KMtlbfiJJF1SKOj14PeNHWKTZ5PVPD6uPdf28W3RG500mtFJowEYETqCEVQdW9lQzsukotvIGwgLq/4emkJSMDZ+Cj8v30RpqH8maVNWlNHO7sCpqVtLw/bwsfyQuYkB2amMdNrRNXK//rrqvutlNip/YZP9Ji5qfy0Oh4Nvv9rCz20Wwr753N3rHsya+s8wC/CtsjP/hHq6Obx3rIyKwTdU2cYQM5B824/o3DKzs3PZZkiuss2k9pNIP7yNh1J/wSrvBSA8+wnuDskhtuxuaOThzCql52LfgA0Ata7qZ6hdv9GU/KknXCpk7+a/2ZkXi+zSY1LEV1vmMtbp6abRU3EAVE3nK0BSKPjdfBX78uxI9sa5EGjtsnBffiEKGucCOMydTb/gz7GV6nG43kWtVFNSkE0kUCyZCKsmudsbMpSVRWFEatr4lDwtyznCs7l5bNElEGVo3AICJwsyhBDjdKJyKxiv6YW2cAlhbjcHYwNzR3FSu0l0Du9M7NtjkYC8tEOYzL7j19x4mg+MWgtvj3ibYnsx0UF1GxbsUHq6IblsZdWuL8g/gBT7LXq3BNS/m4qr42W8kHsMOMzjzvLTzo/hDzlHthMOZCuVSL0nN8gx2saGwZUPeB8fq5wgsKLoNM+omaW27bwXHUkHhYPAlTGoPVOk57tIKcmsX/Ai/Sc/5V3XLvVnfrPP5VDJKEa1uzpAEfpHr9j+fLP6WXQu30S1sjqkUtu8JvptTJtiJtEzYz5Hh77KrYN9r0lcbhdZ1iyK7cW0D21Pt6jGvRnddK4ompAQdz5XKZcRUWwG6j8Yzmn1fDnaVXWr1tE6woTSeIBtzp+Y8Pmv/Dp1Qb1jagxqaxahUimm4wNg1Wo1G6RBuAqymNa3R43LZtbEtuIwHMoejGgXT6dL7scSGlFlm5YD7qHs4ziuc65HqUrFoa3aYSQhKIGHez9G7K6F2OSjvLF4F0sMKeSaYSY5fou3pvqVfsCg0CVMCQmmyDmQ581mTu1RqtHq2BHUl3Zly2n105U8LLlo7+qPFPUg47tW7dKTqUkk1L4dq6ylKX1t51fk807UUXKCCuhROqZRjploU9G/qJgN5sa5KI8pP8j+6G04JIk5826ir7o1piTPxXeJwlxtd6HDceN570BHblafMvFlSTbjyqxEqBJRKwM3P1BUUByLU9MpwkiptJI4uYQ10dfTd+Kp8+k2DqVCSbeIbhxURhLhOkxR5mE4pSjGrCwb0XIWuzv0p1P84Hod76BWwW6liYqKg9XOc1HiKOZXkxGj2+2HlAI69L2M0V+/jEmWKa+oOnmYP5XbbGTLZibHhJB37FXmZCTTN6Zvgx0PwH18VnKporBe+8l05bNBryNKrv84lsbUpusFfPNXDw6ojuAu/IeTR19pynM4aCrgV80OQjM30Du6OaVLvmJi2vGedQIFBPGUw4lWreKv9d8QJe+iTJJQ+GGiyHNVj1vepiz7QZJjqt4YLXWUMvpbTyvFxskbGzu02s1Tcb5wlu4gJvJrZPXpay3XxhZnPnOMCewx1K3X880XtqSPWY3B7eayvE24XP5pQWlo+a4sfjIZkM0nLvB7J4Viy5yAsXwUFq0Fp9uJ1VG/ErMHd28hOieNioxrmHnBv6tNKAA6xEegdbUkjAq2uFvj1FXfWhWd2I5HwyO5LCGCnNXPMaS8lH7lFcSHNH7R1e3qNJ6P0lOssSEZjqGs5jaA0+3kidhSBiTGk3t8/SXKNXSKr/7zZpn0Husto8i65pcGjLz2TGoTBc7DKDR5pJzUd7ghydYCAFyaxmkZ0QeFcGthEdcV2FjhWMc7ZZ+zJX0FV8VG81pY9S2QBfJm9Akfs6noG98VZZ4k13Waz3Fj0eo9P/4GuYI8l4EyWUvbCY/7ZU6G+vgu2MQdURGsyvynyjqtXIEC0PthpuXtOjuzwkNZ56p+XowghZFH8gq4Nd8/pbTNIRG8nJ3PU7n5yGX+L3pxsjRzT/o6/0OBMgFJkmgd3PDfgX9r85kWHck/Uv2q/FxUqmR2di599M1rYK+kUJDZ9zo+twTxpSrY5+ZbljOXh6Ii+FOTzar0VQGMsv7MZgvvyxP40jWCAquTrTlbmbvrPSbFRbPAFERSz8aczrN5kZQqjNUkFABBmhM3r0vsjT+3mWipqEaFBj4ONhPhdPPo2Tc/q58VeRyJlOik68y1dXi+Tq1k7k2P4XjhLYySk7Sje4lr1ensTwywHZpiPgoN50L7SgZwOwATOgTR8uBntF3/GYz4kre3vM22nG38b/T/zrK303N+O53pKjNH1Z2IMJ1+YhyVUsHjF3fgtdURfBG0naFB5QysZjuFUslvyta4FTm8rlpMu1xPX+m0UdXPENqQYrQx9C7ejd1lZm3BNSSPq/qjrlKoCA2O4VhODt8lXUn/sAGYY1rT9jSzCce16kTc/U2vtUuj1DCj60zm/rCXHq49uF1uaOAb8IW2LHIVChz6xkkqdKYQbissJkuGzXoTB9VKDuVvZo9egyRVf49HknJRmfZSavddn2vPYJdGjfX4/C+BotV7uuSt16uZUnE7ejmebRGBm4yv0iGdihUaPaEVVWuf6OQKkEBrqH/3yxgpmFGlB4nQVj8g2KjQckNxCfn4p6unUqWiUDISTCllBdl1nrTS4XagVlR/gsmyzI7cHfyU+h362G2EKrry0qhrCNM3fAKbp3axER3hZfUrBbtUNY3yrANMGuSPciuNa3j7IbyzYTt2azSHcstoHeE5x7ZzYtDtyRePzZEkSVgitlLsKGThfhdv7nwCC1FonFqOxd1GaGTdxjid7xSSgrlj5lLuLCdMH0aeNa9Rjy+SimrEBSdyQ1ExFj81CATRGqc1nYTQulff12h1HFa3pp1zLxk7VzSLpCLcVUY7m442iScuxnuG2pig/gRruZZ8ax4fbv8Q8GTUdfmSLCsppLXjAG2VbjRjY846aPGG/olsKVeyOAWccafv8jKq5UR+2XEUne0rUHiqkJjDGr/f+rCwC3hg33wgm/nOlcTo76x2u6cGPEWoLpQwfRipJancvuR2OhQv5JUhrzRuwPU0udM4rv/hFjQqJwf2X0qbLv3P/qR6eE+3n0cS47lTWU5j1L/Sm8OQgBCs5CtCkHFRWqDnwrwuJMRWX11siNtF/5w8JPmIz/J3TNGkBscwxOIK6Ow1Or2RJ8JDWRhkQs/bRJc91CQG/veT47goZx9uU3ef5W63zGWWoSglO6/r6v8TqIu8max1vYjvXrVaD4DL6fkhcfuxY0CpFESwXEppYe0rJGWWZfLfDf8l05rJvLHzqt1GRubmxTdT7ixHZYIKhZrukd3rGXXNXBjclxE7l6Gr5+/vJnsCR9xh3BQdqGk9665jeDs6665jXWY+G48WeJOKECf0Lq9Aq09mWqdpgQ3SD9whP6CTrPy8fQMoYEDJEXan3Ue7iZcHOrRmrVdUzeZAawgiqahGfFhLHskvBMBht6HW1G9aeENxX8qPdqJL9/olAgWh3UnPP8CKtJ8oP9aRQfGD6rW/hpSTfoQbSgu5oRSs193jXR7bsgN2WYlBslGcm8/9ve4n0hCJUqpbV4nD2/6hs+Tmpqg4Dhy8B3fUTEa0OHOlgxu73IQbmbt73HPabWaPmc5Lo9zsWN6DgmUzyFbFkHy8DnRj0gdHe/89SbUMl676ybNOnoxqR+4OUkpS0Plhoq3GptZo2adqSbJrP4d+mU6bLtsb9HjS8a4FQfqqpXcbgtHsKZOolZzclxrKeMVmXnP042vXRL4aUn0ClRicTKfSMo4qfAcCFzoNuDERGdL4LWgn0+qN/K4PBTxV0toEtwloPJUMkVey5mgsLaJ9xwBUOF1kBh9GUlbgVte/clJ5cFtWuF1ES9HVrrc7yzmmUlIkK/HXp+ylCB1r9fFcl/UXnRh71u1T861M/foDZMsS5l08h1+P/AqAzWVDq/T9fXO6nVzy/SWUOz1dq0YUqogxNV4FpQt7XUXYuqeAFIrysrDU8WZOnms3Cp2EQRv4OXjq4vKQQ0xP+x/mPwzIPRciKRQMKNdwd2k2a9vf2KBVvxpLDymYlsVZTCrOIFOlJMLlYqNyKS1Crwt0aEIdiaSiGoaTLh6tJYV1/lIDqLCW8saxqzmgicUYu7BecenaDmX75oX8T3+ULTv+16STikPfP0sEsFfVnnYn/SCpNVqOKONIcqdQMXcCHSMH81uMEgmJi1vVfqLB0kPrAcjQ6CiwFaCvQU3yzuGdeXXYq2fdTqFQ0HXoROTBE7DIckDuvprCYnEDK/U6FG4l/c4SgtPtZEPmBmKNsTzQ64Ezb9xEZfW6jW8OPM+3QTIj3e4Gfd9dttcpP5RF9HWNU6nIaLJQJuswShVcotgMQEfFUQa1Cqdfq+q7lhhDPd8/Ie585JPeD1fexZQVX8Tlo06dd7dxKZRKynKu5EppMZeWZ5PVYRdUmQu48VkjurPApeFihW9VJ6vdhT1vCChsxJjqf5lv1HpuiJTZqp9b5XBZKo8mxBHhdPNXvY/mkaJtTbliH8dUNbvYn/7hIgrC5iFZFQTrgnn+wucJ04WhqKbL3ZqMNRwrPUaINoTn85MZVLCANfrGm8cmLCqezzVXsqk0nPHHyhhWhx5XDrsNdeQHGJVO7O5B4Ld0rvF0jjEQsn8rFruLjT+/T/exN9GrdBkAigYcnN+Y/tXlcZIXXgpAW4enm3Gy8i8yg5tHhUuhKpFUVEOt0VImq3ErnBQX59UrqVi9+hsGSzaipSIiEuo2T0Wllr1H4V7vZkB5OQn6wNSAr6lfCxPIcfUnbtgdVdblBLUnqSiFJHcqluwvuUMXx/Y//qBXxm1oZSiXDKT2eYJ+46YCnqpAm7M2MzhhcJU+wMr8AwA8yIUkXHIX8UH1e4+rIykUBOqeULHeze3xMRxVe173WpcdleL0p+2O3B18d+A7wvXhDIytbsRI05fYcwR35rwBQElpAWZzw/Xjzimx4ZR1hAc3ztRxCqWSQ8PnUL71OwxlqRxU72eT7hDtNH9AtbWDIDqpAykKDYe0MvFHttOmVTdkt5vry78gRxlEuD7wf2etvReTnZ/RTnGMLeFNo6+3VuNGockiu6IcOJE0lhcXcFmhhE0RTog+uN7HUVp3ENn6GdY73cjy+ip3kCsM0SjcSqyyf8ZUAMQZ7+TgzgOEcPakQpZlFAUZPKTK5ANLMHqVnktbX3ra7QfGDuSXCb/w1cZ9ZO9+CySgEfvvVzgr+K3FGFYdSqdrWd1uKBTmZNDWWUaBW0m8JdLPETaOtyp+ZXVCLM/n5NF+2//Ytvdn76dYrmPRl6YmuecQdlZ8ScnBNagssYRumYNToaGN5dxIms5HIqk4jbGJURQoFbyZt4eElnWrHiHLMk+mvoG7RTwPl7ZlQj3vuFpCwglzRvB+5jG2JjfdMRWp+VY+dYWwILGM/uU/867rYp+Sly2v/S9r/vwYSjKJy/2KIdZyspVKouUSKiSJlToFb62s4MMBVuKC9Vz6w6UU2Yr4YtwXdIno4nMsY5mnQkhwZCfahQa2G0hDCAoK8SYUSXbHWbs0JYckM7HtRPpE90FGRgpYOlR3EZZoPk7PQi+7qSgrabCkwu50k1lcAUBccOPNuttlyBUw5Apkt5vH/9eJwxoVl5tOP/meTm/k1tho0tTw8K6fadOqGyXFBdyr/BaUUGH09/z0tddf3ko7xTEAYts3je4mJeVbMbZ+lWMuM3Cld7k97wiz1e8fHzg987TPr6nW9gzKNZ6uQkW2IoJ1wT7rE0J7U7T3eULD/VciM1wy8IdiFpGHCjm6tz2J7bqfdtuCwgIuUmzh+uJSLi+qQFnN2A5Zlvlmxz/8b3k2MdHb6BAbwzu/t+BZfREHVSrKtfXrAlwbaaVpbHE9gz5eT6G1bpMFlhRk8VV6FvmYCTU1z6QiISiBDZkbKFIoaOnch9q5j5dDg/lG24IrjBoatrBv4+k0cBwM9Pyd3RdPD3jVOKF+RFJxGnbZguQuI91d9x+CjLIMnLIDtwTRLUf7Ja61kdfwUWouieUxNNX5tTenFqIyb0WhLsKkMVapoR8enUD49f8GYOTzI1mSPQ0nsO/yn5my4yHKXFbKnYU8+OdMEnXlmG0QZm5FqaNqNZBI+zGeDwshRJ9PR0fD1mwPhEhjJEmpw3le+QWa8qhquyuczKA28H/9/6+RomsYKpWadhUKgiQbKaXFDXacP3b8wIjYZwmpCCPcVP+ZjmtLUigY3eEW/kxZwowxz55x2xZuM0ZbLuU5+wE4mr2X16MjCXe6eVEf+Hru78rPef8dEdM0WlETnflYXC4inb6focxNPxKuUJCiTCDUD8eJbd2Hz7ZkEuqQ0FG124bL7Rm3o/Bjfh8TEUKRppQtGj2OPYvPnFSk7uEBtaccsVFyUlZWTL5cQmpJKvFB8bQwt+DTXZ8ye9NsMEFaKRzeo2O62czLcblALNco0mms+ZvD9eEYpRDcdgXqvJ1A27M+51TWQk+VpBKFxS9/40B4sPeDdI/szuwVz7JGD1eVmPjUkgMUUuHyT3nipkYkFM1f4Et0NFHdDTMp3vsMR3Jb1HkfQS4dy4+kMj89k7Z9aj9eoDrFnSbziWs06wsCe/EsyzJ55dWXKitOP0hCVj+Gq2fx7IVnvlhKdHnKPWa4I0juPogJyVccX+Nme/Y+fs37m4eyDvDvgzAg1nciwtLyChZJrZlvDuL99K+Q8d9kek2FVqmlpTOCrjY7VhrvbmGgWfG0yNjKGi6p2H5sDWvNTqzGjIANerzrwgf57rrfzlqq80b9RXybnknf3FwA0vNTWKvXsU7ftAbjp0lRTaLyE0DL4GRWpKTxTrrvBZg77XcuTIznlnj/zPGQ0KYrLWw6Etw2juxYXWW9siybixVr6O3e6pfjAVzdtyXPWFrxcGQ4m4vPvN+jGTtYrdOSefyCrTg/i/e3v89tf9zG70d+B8AieVp5B+WFcGlJKbfmpzNMucO7D7M22G+xn41Fa+FVBrMuczN90r+s0z5sRZ6qWGWqYD9G1rgMagNBmiAKKCc9No7wm97wrpvWo3EmBxWE2moa3/5N0CWdugIq/t5b91mUD21cjEaS0TtCCI+ue3JyMpWmCEOr/7LB+YRf9lcXvx35jR6f9mDKr1OqXd/20Fz+0D7CpNLfMWvO3I843Khio7stm2TP3ahH+z7KH1cuY5QxieHlBVxWUsowazm9SpdRlJ/r89zMEgczHdOhYCRXJl+JUR34O7YNIVrvAqBMbloXkA3pKsMtdNDM4LA25uwb11Gbch335xfQ0x7cYMfwF327EbzpvJzFhXGsf20SmuwsZmXnMrUw0JF5rLd4Zm4vGD47wJGcoAvyjDcw4JtUKPG0eGqV/jmfJIWCIwZPt8zCPcurrM/N/JuI2M8I1tR9Lp5ThZm0tNVG0qu8gqDy6pMjWZY5WHiQ9XnruDUmiqfCPffsywqySTQnkhySjEnjKVUq7TlAxyOjMOb14/ncfK4rKaWTzcYLObl8eyyDMQmNexGr0HvGDKgcdbupsLdoFzdGR/JRSPO+0dQ7qjcfjf6Iz8d9jkVjoXNYZ+7qfhdJwWIOB6FpEt2fTqNLpIoblIuJKSxBdl9Y67tvfx84imr5y7iAdFMn/HVpZJKtKLXZ2GQJWZZrfYd11cFcVh3KQIkGSZIIzfiYaIeV0IiO9L7kthrt4+G/HwYgpSSFUnup94epksaaCYDCcvYvvsmTJnP/V5158KSJ5aKMYdzWVUm35Vvh+ISQS1y9sG/fz8VDTlTxyCq2ITvNRLsv4//6D6lR7M2RYXBLuuxrQYw6msWBDqaRFIUtQaXO52jxEKBh6szH5WQwsaiEteHVz0zalLTo1J//fFfCk6pP6VP4KxmbNhCDlb2quk185m9dbvuYzNwMOreofVeVhmIICsEOLDNKbFjxJDMHPoVSoaS9vZzNh7PYN/Fnvx3raEwHduZsoyRvGacWBs5xFPBtkImWdv9e4I4x9KX//n/YGOSusk6WZTZm7OS+v29HZ7PT0umg9fHqOuXFOdwy+BZu6XKLd/sOu17lK3k/a1reBJ6hMVjcMm3srShqN4HePRr3+1VlPF56uY5JRU5FFhv0Oto5q743zYlJY6JPtGcSU4PawJfj69ZyIwiNRSQVp6HW2DBF/UCuJFFaUkiQpXY9M+//50YcLR3MONaJ3r0m+y2ulqVH+CgjiyxF7S8mSory+XzBnayIOEpp+rW4ytoyNOEXsrV2Fm6cy8GkbrQ+y2RjDpcDs8ZMsb2YJVcuqZJQAPyqTedTYzg9Dc7T1LM5oXOchSUPVP3Batd/HNnLQ4kkn3ed43k1zIh6378oCX+ISZ08M6RmF5YCMlHmc/sO/heH3gIgw7EvwJE0Ho0jkVJbGC63/6fUdjrsbPn1I/pnfw2Auk3TT0hV6gpCW3/CR3IKN6ZDDJ4WVJuqaVRa0hlMRDehhALAGBSCBLwYFkLJwR+4Inki3SO782OQAiMmemj917KZFRPBW+4QepVncX25DbP+RFfFKGUw9+YXYvdzWVN1iOc3wFBxYgI8l9PJ6v+OBFs206SpaKPdRMo2FqZleLfZdeAIRyzpXNwlBoVCYsuu5SS4D+KQFSRf+hBrFlvQpa/B3no0fSbcF5DubL85d/BGTCQjS4rpCHy992uWH1vOXd3vokPY2SeRTS6H2dZcjoVUPyGhIAgNQyQVp6HW6/jMYkaSZSanH651UuGSPdOBGsbPpls3/9Vs12pNdK6wcUhhZ3f+bhKCEqrMRL36w/uRbEWEX3gTbbqdqC9+YM1PdNCtYbnKQljiDww2PsffJUoqJDVbdFpI2Q5nSSrUSjUrrvmHwwe2YsH3R1l2u9n4ywcc1JSyTm+gg6HuYwB0BhPOBzaRknmUq2La89rHtyBp8tmZnQLHC1+1WP4AG/XL2GS9gtOV4zwXXN7mcr7c8yWXt7k80KE0mqn5YcRU5BGcm+rX/RZZHfw5537Gl3zGNq2GOLubNv0v8esxGoJBZcCt3Uex20W+QkGZQkGpQqJAc24VJvAnnd6IS1ZwZ2ERWyIGoFaqcbtcvBYWhFuS+Ebrv4vlAZ3HsmPvR3Sx2bjqmY94a8Zk2kZ5vpcjpSBGFxWzR+XfLivGcE/5bIvzRLfQXVuX8n9hWeSplOhyjuK2hzPJdgwZ+FBzAztKg9iwL5S0fZspszmZ1LcFL29+ie2J8dyer+WuyDj6T37Kr3HWRRbFbNLp6FFm45FvN7C49GVc2BhZGE27yx8764DeDfqJpKW1YXSXwM+XIgjnE5FUnIZFa+HKIpkEVyHFOUegQ+2mPddmPkl2iZVOI85+V6U2VFpP6csShZ3JP18DwPQu07m3570A5GQd43X3L7jUEl98/y3bi+bRZfBlANj3/cndhUU49b24aOKzdA7vzPJjr1P07X/oXZHCmpzDZz3+luwtrFr4Ince+5U0KYroJ3ahVHk+RjtW/EjvjY9ws07HcKuVzoPqdwfYZA7BZPb0rR2t603RUSPdYzw/pLvW/Eav4j+ZFBvFTu1a3j62nMHxg+t1vKbq8X6P83i/xwMdRqPqIu9liHIlawprd96dzYMLtrAvtxe7wlfzVbgDs6RnRS1vGASCSqHi5i43M9DYnbAj43kzNJjvgkz0VrSm6bezBIakULDd2J/JxatILs2iY2hHymw2dMXJKBQ2wkL8V6Wqa3Q3upmf4K2dWgoJYldGsTepkN2eG0zyWSq31VZZSDgXxHTCJSlYc3zZsR2/09lu52+Vnj9veZ6bZ3+JTtKQr1xL12tm8vfSQ4RZy0kq+IGvNz/FpvJhOGxFSAoZva5pVO0CuDRxPBfv+Yn2dgdD1mei0N1MdMznXHp4Nuucavpd8+gZn7+hPIqt7r5cHt/ljNsJguBfIqk4DbVCzRVl4XSxpbK+IKvWz//ZPh2txkah9TfwY1E7ldbAcr2O5Sf1+Plg+wdM7TQVi9bC2sPL2anVYnK7UQPyqjfgeFJhKjkCwIUxo+gc3hmAwfGDWR30ExQsQ1F05IzHTi1O5abfb2KYTWK9Tstn2jAG71nMxM6ecpyle/8GYGBFBcrWT9Ktlf8qaV9vXUtf9yLWpIcBl5G6axErLWZ2Hq+fHqpr+heGQs05FMc/4LaqZYTr6mBOKX/szgai2JcwjWjpJ6Z3nR6wyk+1dU+PezhYcIA7I6NZYdSgcGlRBLUJdFhNWvu7v2Hwc9+Q4g7nr9wygg0astJvBiDEFOzXY11y2TXs2fNv2khpBOUrAU/LhM1lI+94y5I/hYbFUqzzDDord9jRqzXEZm7jrfIcVrd9kKjgYJ4dEoR7u4uULrPo1zqCfq0jKCkuYO9bk7hRF0Fp5ib+m62mXUUqaztN9Wt89TGg1RCMVs8A9Cf6qakwX0T4mjVIbEfK3HbW56eUHEChsxJsEkmFIDQmkVScQYUuEmzgLDz9xFSnEySXoZfslGn8299fpTXwZEQY+Uol3176La9ufJUwXRh/pvyJhITW1B9b+hVEa7NwyfPpWrGBPRv+pF2v4ZgdngHUxqhWvvsMawkpYCg78+tckrIEh9uBJMus1en4K6QUx7GV3qTiNcdlPC8Hc9egCxh70Ui/vm6XIRwKgTJP/2GHs4I3QoNRyjIf937znJz47nz2k7mIN7QxDHYfqjLwta52pRUg4aZnYhjzrr4Xh/sOFM2sAJ5RY2KFUYNKlpl6JBnF0BGBDqlJ0xuMxCYlk3Ioh9fWv0uxtBdVUCsU5d1R+vkiP8qsY5J5Cx0r1rGzsC/gqZi0qWI/tybG09Fm5Ss/Hi/OHIY15UZkl56SCid6tYbo8gMABLfxdAftMWoyjPId0xdkDkEhx/Bydia5yVcSXjEPNRCW2HTGHxiDgtky6D1AYvoIzxxPK4q7s3XPIg46j5xx4rfSkiIigj7CGZPPgdIQ+uOfyouCIJydSCrOoEIXTG6pAnt57tk3Ponb5eKNMANq2cBVKv9etGi0BnpU2ChSKFEr1My5aA7HSo4x9ruxqBVqHmj7LfaivrRoH8kGRQHKiqWsXvsS4e27cnkLDS2c0bwVneSzz8NBbn4PCyHBlknnMxz7ps43MSZpDAWvDaBAbcNQ0JHgmPYALNyazob8Deha/EpE+xv9+poByozBLDHoOeg+Qn8goryEifZSFKY+tGvXD7XC/wN6hcApUsFhjZpepbU7984k+siPHNY9wZaivsCSZvmZiTZGc5m6OyMObmSbW0tLKT/QITV5yqDtBHV4k6XHq4P31R8j2VEIjPXrcV5Z/wqfRWVwT4GJLi67d3mxIQFKIV8Z5dfjaVQqBrkkDPZ0rIX5FNiKCJLyQYa4dr3P+Fy7qQtjCw6xNjObILkUJDCG+De++ii1l5LXNoIZS2cwZX0Kt3S5hQKLkTtiowl1FnHtGZ6bfXQPfeQUVjsNtAoVCYUgNCaRVJzBa7o97GsRz63W9Fr1Wy4tL+Yzi2d+hknaqjOs1odGZ+C17FzcsoQUlEhJUT6x5lg6hHYgPiie1KJCAKIsOg7F9OOFzF3E2rPpdHAj48vKWKnXER3nW6IzyyjzlTkIfXEbrnO5UStPnwhF66OIchShdMr0L2pF22jP6/tx0zE0IWtRqKysz11E7/g7/Pq6c41qno+KINyZzZXludxjKaC8vANPtf33OTeLtgC9lQO4K+N9LI4CXE6nd9xOfchOTzeUvVon3epQjrmpePzSt9jx0V0McFfQrqvo/nQ2PSt2se34V1qIU2Z72DEkw1HgJb8ex6Qx0dahI8gt43Y6vMvbRFxByd+t6dnOv9WfAF6Q3iFWk83Ed8ORzSXsT/JUhNoefObJFInqAAU/4i46xMjQC9DKEvPDYv0eX13tyNvBjKUzAPgz5U9u73Y7reK7EnvISaTTdcbvhOLMQzyfm89+ZShtYwc2YtSCIDSvtv9GJukTQZbYaOxTq+fZK8q5pbCIKUXFBJv829dfbQzmZcc1XBzRgzs/GETZG23499NPcFubN/nv0P+iOvo6j5pm08u5ifEXTgdHEIcLh/Pc/COEWsPoWS5V+TIe0nIorvxhFNrj+Wb3IopsRac9flF+NkrJU2/9dc079Dn8DrLbzdNHr+ff+anc2eoeJrSd4NfXDBAf0oZONhudK1wU24spl9KQtTkEh0b4/VhC4MWF96RdhZJkVwn7t1SdUKwuZKeNBWYTz4Xm8uTKJ/2yz0AwmCz0vfcz+s74EktY07m73FT1kRX0Lq8AoL3D8//SBiiTOiR+CFlKJ0Os5eA+kVS4ZRmQUElnrlhUF1t0Rm6PiuBo0nz2WFYB0M1+9jLDmuA4dmg0bFFlURK8n5zg/ViOTxbYFITqQok2RhOqC+XVoa8SpAmiXcue/JKayaeZWeRlnb4qnKOsAIByddN5PYJwvhAtFWdwcYsn2bBwL5qOtZu6Trbbua+gCJcsodRVncehPrR6I++4Lkav+IhjukOokIl3pjJ31RH6tTYyT7sREuBtZR5BxiAGWx7n96xtHJITUJYkc7kluMo+u0Z2IVaeyDH1+7yw8TEKnHdwZ/c7fbaZvng6GqWGWyKuIOSk5bG2Hax+7w66SjlMcBag6DsFjdb/80a0atGD+UuzsMlq7JowdLl3km8tJ9xU97K1QtOlUCjZZ+pHcslaVm3YxEFNB4Lzt6KzeurtW+La0rrLwFrV0JeddnKUSoxuBd0juzdQ5EJTo9WH8kBmIZt0WnpV2HhULiBF4f9uMR3COjC7uB1RrkMccp7o/qQtS2eYYjOJjtZA7W5Qnc2nIRI7tHqglNbK4Vzf6iqGdh591ufpQ2OZFhOJVeHAXtAHhTsYnbrpXA4khySz5MolPstUag2pimgS5HQO/vxfwm95rdrSsu4Kz4R5TqX/5iERBKFmms63SBMUojcCCqx2V62eZ68oA8CGBoOfu1hoVQpAhdpupo3aTpjLzfvOi8nfn8srSzbTscJBhQLi2nqafd++ajx25zhkZCT3KDSa6vuRDzccYru1gBynjqB9R/nm4NP0G3g9CTFtcLgdrMnwFC1sYb2CD+z3EhekYFHUtxQrJfTuFcTERvN/pd3o0wAJBUB0QlvKZQ16yU52WgpPFf1AnjuICO0NDXI8IbAq5Ar+6X45k9d1p+JIBziyiVfVbzNBudK7Teb34ZQqLThHv0T7vjUoDOC08WReAWNcA+nddmIDRi80JQp9CF3sdtrb7RxRq8lXKol2Ncz31C/6fOZpI+juzmDA8WWlGd/QLvobdBVJcMbRALWX4DKS7sqnb3kFPRKjmDSwZuPZzBEJtLE7qJAk2hS6USmaxiSKZ7MxdDwJee8zIGMeG37rSu+Lp1fZZlfFYd6MiSJOLqVnAGIUhPOZSCrOINSRyc3KRYQUhVObydXKnPC33B6lpOHCs29eK5Ik0VWVSo9cA48XZZJDKJHh4XRwzuXvjO0Mdth4LKcEZbsTlTw03sHip29+H6bby+OZK3EXw83RhWzQ67hw4WLm3Oa5iHskR8set5E5u8uA/vQNDUWr+QtchZQrFBzSKNg+dCQJZZlEG6P9/KpBoVLxlukethRouD7XzcWKNaAAq8G/Y1aEpqHIXcRHaW+ijzPQNWwUEhK2kjbstBejkN20tO8jWsoFVy5r134KNUwqANxKTbMdTyHUntroaVstVii4It7T6vxytgr/ziDkcURZzmadngRXiXdZqiuPLyxB9LZV+P14k0qDeTlrOwBpY2tecS8kugWFR+6llZTBS5q3SJHjgKf9Hp+/LY7vxJPmFlxTXMKIXb9CNUlFobOQrTot9pNaiwRBaBwiqTiDzMLlaKJ+xuAwU5sv3ANuO4+2soIbtjdAXJ+qnsFCGciQo0ngh3sG88sbN/OU2kKaU0WKuiXJmtp1C+o56d+s/lJGn72F3hUFFCmLSKjwVN5RoeTqkiNoJQcpEXZ0EUncODCJVjELMGvM7M7fzZwtc3h12+s4lW5u7XprA7xqWBOrZ0/IQkoO7Mao1xHulOloaB532ITaCVWEkhycTMvgljx3QU90Kh147/1CUUEuu/53Ez1L/0ZlL67ZTo9X5JGVIhE9n2iCPOPawtxuRpRZSVOpOKbx//gGgCjz9VgO7cLWbqh3WQss3FJYhMLP1Z8AXMnjcG9awdqWtzOgVc3TJINez1FNWyKd2eQqFRQqjM2i8GrbKCP/FMNX5iBGytV3b2pXoWK2NZe0kKZTIlcQzhciqTiDVLmAzyxmhpU6a/W8MofnjqhCbpi3144G8HSxKjMmoNNqiZRbMS99J9FOF+n6jrXep1ZnYMCNnmooyaVF3DY7CZXkJjvtMFpDEBbJM/DwgzvGoDP4jhPpFdWLHlE9yCnPoV9MzVt0asusB4WzkMOuTdwdHcmFZXbmNMCASyHw1JKa+ePmo1ZX313PEhJOSecb+GGlgxJ1J2oy7/ZmjYHZUa2IMxT7be4LoenTB3laKnJlM8FZFxIW/je68oYZixUaNIRjhQko1S29y1oTzPUFRWwwB/v9eH0uu5Oy4dcxIKj2+44M0mJzHGZYbDwdbC6+9nt0/ndv/yvYtv0LLipbR7acUe02O8xXsz8tmYs6Dah2vSAIDUckFWfQKaQT0/fMJd5Wu7taEZqWlOx5mnYxDTNQzC5pwFOACZc5HgC1uSPfOI9yTK1iuKyt0UXW6RhMFg4pW9DKfYT0XatxRUXj1mkxO9W0M1Q/8Pyu7ndxV/e76nHUsxtgaIdyZ39MpnSyjPuJcTbM3Uah6XG4Hdz313083OdhWlo8F2zl8YOY4TDQSx1CTUbWrDcls0/xK4Wa2o2REpo3vTkclywhI7FFPx5tehcS+9X+xktNaI6X43a43N5lstvzeZMVDfNza6xDQgFwQbLEDwVbANDL/ounISkVSjpHJPGi7gC9y3O5pJptDhLHEreKwWJCVEFodCKpOIPu0T0ZU1CETT79JFlFeVlsSCsHtZ4RHTzN2+bUZWzSPMCB0s7A2Stx1JbjeFLxnetCTC0u8iy0xLO1TMtRtZqhBNf7GAuiZ7DlSA4TdR1JSf2Gj2OiGFgm816991x3Pe3p3Or6GoqAIjigbH3W5wjNnyzLpJakEqwN5oNtH/DCoBcAMOs8X18lFY4zPd3LICdSnn4lvbolN1isQtNjjmxBa9tngMS6h0ZwJNdKl7iGKTcaUrSSyfrFRBX0huNTibrcDqyShKOJjeN5dHQffvlSxiFJ3Jvrv0kmG1p4UDxRBU5CnO5q1+fZ0lDo05AVCY0cmSAIzaLvyJEjR7j55ptp2bIler2e1q1bM3PmTOz2hh2IpTd6JrDTSg4cdluV9VnHDqJ7oxN/f/Vfbpm3gcwiz0A8t62YUKkUI9YGicsheZruF7oGYGjh6TeqDWvBy9m53JUloW53b72Pscq0n20tf+avghVQUUqS3UGIO7DlW7WWSJ/HNqV/y/UKTcuKtBWMWDCCe/+6l2JbMT8d+gm9So8se26rBunUqHBCeWGN9qdyh+Ms6k1yUMN10ROaHoNWzcsTu/HyxK5EBuno2zIUfQONqdhi/YEfk3aSWrHIu+x3eT/9khL41JDeIMesK5PWwGUVvfnuWAZZ8bcHOpwaG550EX+kpvN0Tl61652uuRiT5rAnb2EjRyYIQrNoqdizZw9ut5v33nuPNm3asGPHDqZPn05ZWRmvvPJKgx1XZzRTLkk4JJBLi7GcMtFaxp51REkOnlF/wryKURzKKSXaouNYeQarQiyAm04NEJdToQEXhFBKTLCnNKI5uhWt7Q4ibAXsDq3/gEClqgKFpoDc8lymuMJ4IC2DjUHD6r3f+tAHR/GXQc8BtZqLrFbsKpFUnMu0Ki3Z1myCtcF0i+jGPT3u4ebON3srN4XYjnFAN4Uymw647Kz7m3zsaWZpV7I58zHggYYNXmhSru7TOHetDZKWcIcLrftEf6I8XTzY91GoiW+UGGrj8ekfsWLTNoZ0aZjuYA3BHB5HgWwiTzajrqhAp/MtD9zNth+b0kkMNWvBFATBf5pFUjFmzBjGjBnjfdyqVSv27t3LnDlzGjSp2Fa4g5uSEmhld/BeWVGVpMJW4LnztMTVE5BILfC0TKQ5svgg2EKy3Ub92wyqKjS3h7xdDFNuIcbsaT0Ij/N0BYqQiklT1W5geXUuMvQjam8R7aP1FKtslMo6HLrweu+3PoLCovneZOQfg543dZ0ZGHRpQLtjCQ2rR0QPJradSLvQdkiSVKWqmOF4X3KjVIHL6awyU/ypyuQyUrQyxQ3UgigIl6u78+KhxWwMOtHFLinkVhb9PZQ2/ZMCFtfpqJUKhvXpHugwasUcHEYn+X9Y7S7+LHHS+pQpR+7Mt/J0fh77e40ITICCcB5rFklFdYqKiggNDT3jNjabDZvtRLel4mJP6UmHw4HDcfa7GKrj1ZtSpBAKXEbCTnmOq9hTfaKfYg8fqmfj3jEcR/fHCHOouK6oBLcyokbHqa3ka57n0LsbSdDLqBWe16M3BXOl63mOOEJZHG6p93F72bO40/UN23J78Z+oWdxm68GznVvSqwFeT00ZLRHMzsljocnIs66RhMf0apD3Vwisyr+p7JJ5os8TPssA3LKbMkcZGoPZu6woP5ugEN+k/1RrtCV8FhlDX/tGRojPjdAAZMnzmyG5TvzGuFwSyBqUqM6p76vK19LYr8ktuzElfIHsKGJramtaBJ8YW2erKCdILgUJlFrjOfV+C0JdNPY50CyTigMHDvDmm2+etZVi1qxZPP101fklli5disFgOOtxXLIL9eGnyK/Q8LtuHftOmRLBmHUIAA0OLlJuZuUxNYsWdSMoo4DHygtYoglh0aJF1ey5/uQuzyApJFJO2v/E7gk43PDP0iX13n9FZiH9AIUtj03OJ9HGh5B+dCKLCg/We9/1Mcyt5+qSUpbbjeQey2yw91cIvCVLqn6Ot9q38lP5T7RRtWGScRKjZTU6ycGfixehCTpzUqF2Ogh3upDtTvG5ERqEIyPL8/+KMu9nrOhQNv0VhVgPZrJo0aFAhtcgqjtPG5pdeQCVpoSf1i1FmbrXu9x18E+ukGxkyyFs3XOE7fuPNXpsgtCUWK2N2zIf0KTiX//6Fy+99NIZt9m9ezft27f3Pk5LS2PMmDFcddVVTJ9edTbNkz322GM88MCJvtPFxcUkJCQwbNgwwsLCahTjB0dWk59ZQucevRiS7HvRsmPve2CHfbqudLVt5ALXOrbvepUKjacFxRjbjqHjxtXoOE3NunVOfl1l4JCiArQZqNQ53HT5xVj0gZ04bH3uZFqmfEN/xS5C2l7IqOGiiftc43A4WLJkCSNHjqwyT0VEVgQL/lxAia6EcePGUbTZiI5CunduT1KnMw/APvjSCzxQnMbG/v+i64jmeV4KTdtH3//DQ5owop027jv+3Z/10fXERq1Bp7+AcePmBThC/znTedrQts3/k/j0v4jTr2DYuLne5Tv++w6PRIRxzNSKZ4d0p4W5OUzpJwgNJy+v+oIGDSWgScWDDz7ItGnTzrhNq1atvP9OT09n2LBhDBw4kPfff/+s+9dqtWi1VSsWqdXqGn8JDpK2MkC5F2W+EbU61rvcandiLSkEJTi6Xc/W7Sq6la+li20zq8vbs51EVJHJjf5l6y+5Ohv/FxlOnMPJ4xkODinjCDc3zLwbtTHw5tlsX34hbTP30W3woGb7/gpnV9152jO6J/PHzyc5JBm1Qo1VYQR3IXZrsc+2siyzIWsDncI6YVB7WiVVsqcZWK01iM+N0CCypTJ+NxkZZLV7P2N7FAUsCbYw2lV8Tn7uavN76i9jQ7vQ++An7HYG+Rw7pvwAayJ0FJCFW+E+J99vQaiNxj4HAppUREREEBFx5i4LldLS0hg2bBi9evXi448/RtEIMynbXXbKVF9iiUpDk9ECGOpd98mqo8x33szfygcIim5D8rjFbHtxOF0rNjLXYmJVuJXByr30bfAoG0br2I70Xl9BosPJtRX57FcGPqGo1GXw2Sv9COcmnUpHp7ATNdWsSgu407CX5Phs9+bmN/lg+wdM6TiFh/s8DIBK9pSgVmgCWxpZOHfFR19M+GonJUEn+vknu4xEFRVjMYYEMLJzS0hCR1gP0Y5USm1Ovlh7lOzsTP6PXN7K0rB8xP8Rrg9sYRFBOB81izEVaWlpDB06lMTERF555RVyck5cQERHRzfYcSUkFppKADO9y32bkA7llJIiR/K0ahz/7j4IAHfv6bBiI/GqVEBL2EkDSZubzjHdmZ1pJ5xCAKxq8YMoNC2l9lI+Co2kd4aZEHw/n3+l/AWAVulJIApzM9lqyOdZfSL9bQePT0smCP6VENaHw/kSZmOwd1kPh4V++YWsNsUELrBzjDmhFds1GtySjS9ff5P5+Z5qW1/zAUMMBbzZ97YARygI56dmkVQsWbKEAwcOcODAAeLjfWt9V06E1RBUChUj7FEkWvch6Ut91mWX2JC0WXyTsAP1+hd5rO9jdBl6FakrniYxpwNlOVdz95WjGiy2xpCrisEtl3BUrSJDb6JboAMShJPcvPhmdhkO8b3xMu7XdmQkcDi3jD93ZxFW+DBX5j9M23LP90Xmu5ezx6xmnUkmWtGwk2YK5y+V0jOHitN1YrZnyX28xLeiYSbcOx/ttR7kjrho2tvsLEh/iq6akRwd8CxalZLRneo/T5MgCHXTLJKKadOmnXXsRUOQJIlrpC4MKFjPWqXvCPpRWR8SrstkMbA9ZzuSJKFUqXBP+oK81bt5qv0AIo01GwzeVC2OvR133n/5X6RMN1cBlwY6IEE4yeVtLienSKaYYqL+vI+9/2QzumwmINFGOsbVmj3sWPUxe1Qm2jt3U1amJcyhJKLvhYEOXThHqcqOMEm3AIMtFDjegi27kAEkkVT4S4Q+gjCXknCXC4A2XQdy3dgObM7eTJFzJ3nl7QjTN+/fX0FojppFUhFQOgsASnuxz+Kxtl+5imIuajeH/ZpcfjzwI5e1uYzE9j25v33PQETqd3+btrFP6WkJClOJ7k9C03Jt+2vJz+hDxO4HmKhaAZ7rC1qFGxmoymOxQ0uu4ihjf70dgF42G60rVOSHdQlg1MK5bFfun/zSciPdy0+0VMzTH2N6SAsmSAcZEMDYziXtQtvx5YivOLr8c3Z260/fgZ5KW29tfot1met4adBLjGslKrwJQmMTScVZKHRm7IDCUcKaeU/S8+DbqHATKnkuts1h0XywahYxxhgua+MZQPzh9g9RSAoubX1psx4sZtQ7oRwezCugQ6uLAh2OIFTRK/8X+qv+BmBdyMW8flEUP6S+Q6FLy2O54UQ5nVxfXAieXikES2U43IVA0Ol2KQh1plPpMLjdaE7qlpuhjAKKsJsSAhfYOSgmsR0xNzzjsyw+KJ78inyijKILlCAEgkgqzuKpioUca9mCice03HFwHlalzBdmM1eUlBLtcpEc25kBMQOINZ0oN/vRjo8osZcwNGFos04qHu1/F2vf28SVrlT26kVLhdD0qLQnJrFMuHwm/+T8zIasDbS1tKG/tYJwt4sLba9j0cKTw5WUFGcyOFR8loWGMTCsD1OWP0U2od5lkuNeSg9n0Peq3oEL7Dzx9MCqk90KgtB4RFJxFjpdEJTl8bl7CBvso3C2+Jw0QxlrdEH0d8YRkvon/9f//7yT7MiyzBVtrqDAVtCsEwqAThHtsPe9nR37l9F7+FWBDkcQfKxKW8XzRV/SMzyUZ3PziU5oyx2xd2DRWugR2YO4OdcQTR6TFJkUhvTje/kHluQv4fFDMVzb/tpAhy+cg5QqT014ZWVfPKC0AmRXEFGm4ABFdW7678b/sjV7K/f0uIfe0SJhE4SmoOEne2jm5l7yGR/1+QyFrQM75FZEWu4i0hDJWzetZn2bOF5Y+wK78nZ5t3fKTm7tdivPX/g8Zk3zLSlbaV1UGR8nK/k7459AhyIIPsqd5aQ4c9ihC2dtpyeRFAoMagO3dLmFXlG9OGb21Cu7SLGRhFADGqUGo9qITqkLcOTCuUqp9pQwVuP0Lksq20Yn6TDBGvfpnibUwcHCg2zK3sSiw4tYfmx5oMMRBAHRUnFWFq2FPh278c8j7fjz0Hq6xLUmyTIBg9pAv5h+BGuDaWFugSzL/JHyB7PXz6ZvdF+eu/C5QIdeb+XOct7a8hYAwxOGBzgaQfDVLbIbcy6aQ4guxGdCvEr6/jdT/PsqIqVChmv2cO2gFwMQpXA+ybDn8UF4KCEuN7s+2cDrk7ozQP8KLqMbR1l3IDLQIZ4zrm9/PRH6CBbsW0BueS6Rhkj+tfxftApuxX+H/jfQ4QnCeUkkFTUUadbxwb6Z5GzN4avxX9ExrCO3d/NUlfli9xdc8/M1tA9tT4WzgiBNEDaXzTvxVnNld52o5989snvgAhGEaoTrw7kw7kR52IOFB9lfsJ82wW1oE9KGFwu/JKV1Ive7WjN6+LAARiqcL1wmNT8EmYh3ONm9O4uFGw/zlcVAmlrFu6Klwq8Gxg0kryKPNRlrUCvUBGuD6RDWgUNFhwIdmiCct0RScRbLUpexM28n/aL7EaYPw+l2EqbzrX+tV+kBcMtuJiZP5NfDvzK96/Rmn1SYNWb6xfQjVBdKtLHhZi4XBH9YmrqU1ze9zqWtL+X5C58n25pNvlxG6/G3ExoRF+jwhPNA64h23NxqMpt3pLAb+M/C9UyJKSNbqSQpolWgwzvnXNL6Esa3Go/dbWfOljnszNvJcxc0/14CgtBciaTiLJamLuW7/d+hVqhZcMmCarcZ33o8KSUpXBh3Ib2ienFfz/saOcqGIUkSH476MNBhCEK1rA4rG7M2IiMzOH4wYbowekb2pF1IOwBmD5mNQlLQyuK5mJuzZQ7pZelM7jCZdqHtAhm6cI6KMkYxY9Cj7GlbzKrXlnKX6gduLCiiGANmc3ygwzsnSZKEVqllRq8ZzOg1I9DhCMJ5TSQVZ9Enug9qhZoOoR1Ou41aoT5nEglBaC5yynO48887MaqNrLluDRPaTmBC2wne9V0juvpsv+zYMnbl7WJk4kiRVAgNqn20mbcujWP04t8BMGMNcESCIAgNTyQVZzG+1XjGtxof6DAEQTiFUW2kQ2gHjGrjabfZmbeTD7d9yO3dbmdyh8lkWbNoaWnZiFEK5xOX20WBrQCn28nogb1ZtfsWBqR+yA5tT8Q87oIgnOtEUlFD/xz7h892f0bvqN5M7zo90OEIwnkvXB/O15d8fdr1ZY4yZiydQWZZJr2je3N9h+sbMTrhfJRRlsHY78aiU+pYP3k9CVfeR7cflhCicfF3oIMTBEFoYGKeihr6+dDPrEpfRX5FfqBDEQShGjcsuoGrf7qaw0WHAXDJLopsRXQM68iENhPO8mxBqL8QnWe2dqPaSLmzHKurHBkZSSF+agVBOPeJloqzWLBvAc+sfgaAKR2ncGnrSwMckSAI1dlbsJdyZzkqyfO1ZtaYWXXtKhSSAqfbydqMtQD0jOqJWqEOZKjCOcqoNrL62tWYNCYAWge3ZunVS7G5bAGOTBAEoeGJpOIsFCc15lzb/lrig0QFD0FoKm5dfCvF9mLeGP4GH4z6gCJbEZHGExOMqRSer7jv9n/H82ufB+CbS74RA7WFBmPSmNiUtYmtOVu5pt01hOvDAx2SIAhCoxBJxVmMTBqJQlKQX5Ev5moQhCZmR94OSuwllDpK6RbR7bTbtQhq4f13ZaIhCA2hzFHGPX/dg06pY0zSGAxqQ6BDEgRBaBTi1/UszBqzT5lKQRCajlkXzkKSJKIMUWfcrn9sf7ZN2YYkSciy3EjRCecjo9rI7MGzue2P21iwbwH39rw30CEJgiA0CpFUCILQbA1JGALAnvw9LD6ymEHxg+gR2aPKdgrpRDdGSZIaLT7h/DQwbiDbp24PdBiCIAiNSpSkEASh2VubsZYPtn/AS+teCnQogiAIgnBeEi0VgiA0e13Cu9Arqhc3dLgh0KEIgiAIwnlJJBWCIDR7PaN6MnfM3ECHIQiCIAjnLdH9SRAEQRAEQRCEehFJhSAIgiAIgiAI9SKSCkEQBEEQBEEQ6kUkFYIgCIIgCIIg1ItIKgRBEARBEARBqBeRVAiCIAiCIAiCUC/nVUlZWZYBKCkpQa1WBzgaQRCq43A4sFqtFBcXi/NUEJoocZ4KQtNXUlICnLj+bWjnVVKRl5cHQMuWLQMciSAIgiAIgiA0vLy8PCwWS4Mf57xKKkJDQwFISUnx25vbp08f1q9f32T20xD7E7E1jf2dL7EVFxeTkJBAamoqZrPZL/sU52lg99eUY/P3/s6X2MR5Gvh9+Xt/TTk2f+/vfImtqKiIFi1aeK9/G9p5lVQoFJ4hJBaLxW9fgkql0i/78td+GmJ/Iramsb/zKTYAs9nc5OI7n/4G50ts/t7f+RQbiPM0kPvy9/6acmz+3t/5FBucuP5taGKgdj3dddddTWo/DbE/EVvT2N/5FJu/ifM0sPtryrH5e3/nU2z+Js7TwO6vKcfm7/2dT7E1JklurNEbTUBxcTEWi4WioiK/Z4GCIPiHOE8FoekT56kgNH2NfZ6eVy0VWq2WmTNnotVqAx2KIAinIc5TQWj6xHkqCE1fY5+n51VLhSAIgiAIgiAI/ndetVQIgiAIgiAIguB/IqkQBEEQBEEQBKFeRFIhCIIgCIIgCEK9iKRCEARBEARBEIR6EUmFIAiCIAiCIAj1IpIKQRAEQRAEQRDqRSQVgiAIgiAIgiDUi0gqBEEQBEEQBEGoF5FUCIIgCIIgCIJQLyKpEARBEARBEAShXkRSIQiCIAiCIAhCvYikQhAEQRAEQRCEehFJhSAIgiAIgiAI9SKSCkEQhCZOkiSeeuqpQIfRYJKSkhg/fnygw2h0y5YtQ5Ikvvnmm0CHIgiCUG8iqRAEoVnbvn07V155JYmJieh0OuLi4hg5ciRvvvmmz3ZJSUlIkuT9LzIykkGDBvH999/7bDd06FCf7U7+r3379t7t5s6diyRJbNiwoVFeZ3O3a9cunnrqKY4cORLoUARBEIQGoAp0AIIgCHW1atUqhg0bRosWLZg+fTrR0dGkpqayZs0aXn/9de655x6f7bt3786DDz4IQHp6Ou+99x5XXHEFc+bM4fbbb/duFx8fz6xZs6ocz2KxNOwLOo3y8nJUqub9db1r1y6efvpphg4dSlJSUqDDEQRBEPysef9KCYJwXnv++eexWCysX7+e4OBgn3XZ2dlVto+Li2Py5Mnex1OmTKFNmza8+uqrPkmFxWLx2S7QdDpdoENo9pxOJ263G41GE+hQBEEQzkmi+5MgCM3WwYMH6dSpU5WEAiAyMvKsz4+OjqZDhw4cPny4AaLzqOwmtWLFCu69914iIiIIDg7mtttuw263U1hYyJQpUwgJCSEkJIRHHnkEWZZ99nHqmIqnnnoKSZI4cOAA06ZNIzg4GIvFwo033ojVavVud+TIESRJYu7cuVXiOnWfJSUlzJgxg6SkJLRaLZGRkYwcOZJNmzad9TVu3ryZsWPHYjabMZlMjBgxgjVr1vi8B1dddRUAw4YN83YnW7Zsmc9+VqxYQd++fdHpdLRq1Yp58+ZVOVZhYSEzZswgISEBrVZLmzZteOmll3C73VVe9yuvvMJrr71G69at0Wq17Nq167SvQZIk7r77bj7//HPatWuHTqejV69eLF++3Ge7o0ePcuedd9KuXTv0ej1hYWFcddVV1XbrKiws5P777/e+p/Hx8UyZMoXc3NzTxmGz2Rg/fjwWi4VVq1YB8M8//3DVVVfRokULtFotCQkJ3H///ZSXl1d5/oIFC+jYsSM6nY7OnTvz/fffM23atCqtQ263m9dee41OnTqh0+mIioritttuo6Cg4LSxCYIgnIloqRAEodlKTExk9erV7Nixg86dO9f6+Q6Hg9TUVMLCwnyWu1yuai/89Ho9RqOxTrHec889REdH8/TTT7NmzRref/99goODWbVqFS1atOCFF15g0aJFzJ49m86dOzNlypSz7vPqq6+mZcuWzJo1i02bNvHhhx8SGRnJSy+9VOv4br/9dr755hvuvvtuOnbsSF5eHitWrGD37t307NnztM/buXMngwYNwmw288gjj6BWq3nvvfcYOnQof//9N/369WPw4MHce++9vPHGGzz++ON06NABwPt/gAMHDnDllVdy8803M3XqVD766COmTZtGr1696NSpEwBWq5UhQ4aQlpbGbbfdRosWLVi1ahWPPfYYGRkZvPbaaz6xffzxx1RUVHDrrbei1WoJDQ0943vw999/89VXX3Hvvfei1Wp55513GDNmDOvWrfN+vtavX8+qVauYNGkS8fHxHDlyhDlz5jB06FB27dqFwWAAoLS0lEGDBrF7925uuukmevbsSW5uLgsXLuTYsWOEh4dXOX55eTmXXXYZGzZs4I8//qBPnz6AJ1GwWq3ccccdhIWFsW7dOt58802OHTvGggULvM//5ZdfuOaaa+jSpQuzZs2ioKCAm2++mbi4uCrHuu2225g7dy433ngj9957L4cPH+att95i8+bNrFy5ErVafcb3ShAEoQpZEAShmVq8eLGsVCplpVIpDxgwQH7kkUfk33//Xbbb7VW2TUxMlEeNGiXn5OTIOTk58tatW+VJkybJgHzPPfd4txsyZIgMVPvfbbfd5t3u448/lgF5/fr1Z4yxcrvRo0fLbrfbu3zAgAGyJEny7bff7l3mdDrl+Ph4eciQIT77AOSZM2d6H8+cOVMG5JtuuslnuwkTJshhYWHex4cPH5YB+eOPP64S16n7tFgs8l133XXG11Kdyy+/XNZoNPLBgwe9y9LT0+WgoCB58ODB3mULFiyQAXnp0qVV9pGYmCgD8vLly73LsrOzZa1WKz/44IPeZc8++6xsNBrlffv2+Tz/X//6l6xUKuWUlBRZlk+8brPZLGdnZ9fodVT+jTds2OBddvToUVmn08kTJkzwLrNarVWeu3r1ahmQ582b513273//Wwbk7777rsr2lZ+DpUuXyoC8YMECuaSkRB4yZIgcHh4ub9682Wf76o45a9YsWZIk+ejRo95lXbp0kePj4+WSkhLvsmXLlsmAnJiY6F32zz//yID8+eef++zzt99+q3a5IAhCTYjuT4IgNFsjR45k9erVXHrppWzdupWXX36Z0aNHExcXx8KFC6tsv3jxYiIiIoiIiKBbt24sWLCAG264ocqd/aSkJJYsWVLlvxkzZtQ51ptvvhlJkryP+/XrhyzL3Hzzzd5lSqWS3r17c+jQoRrt8+RxIACDBg0iLy+P4uLiWscXHBzM2rVrSU9Pr/FzXC4Xixcv5vLLL6dVq1be5TExMVx33XWsWLGixrF07NiRQYMGeR9HRETQrl07n/diwYIFDBo0iJCQEHJzc73/XXTRRbhcripdlSZOnEhERESNX8+AAQPo1auX93GLFi247LLL+P3333G5XICntaqSw+EgLy+PNm3aEBwc7NNV7Ntvv6Vbt25MmDChynFO/hwAFBUVMWrUKPbs2cOyZcvo3r27z/qTj1lWVkZubi4DBw5ElmU2b94MeAoPbN++nSlTpmAymbzbDxkyhC5duvjsb8GCBVgsFkaOHOnzPvbq1QuTycTSpUtr+pYJgiB4ie5PgiA0a3369OG7777DbrezdetWvv/+e1599VWuvPJKtmzZQseOHb3b9uvXj+eeew5JkjAYDHTo0KHa8RhGo5GLLrrIr3G2aNHC53FlJamEhIQqy2var/3UfYaEhABQUFCA2WyuVXwvv/wyU6dOJSEhgV69ejFu3DimTJnikyycKicnB6vVSrt27aqs69ChA263m9TUVG/3pdq8FvC8npPfi/3797Nt27bTJgqnDs5v2bLlWY97srZt21ZZlpycjNVqJScnh+joaMrLy5k1axYff/wxaWlpPuNfioqKvP8+ePAgEydOrNFxZ8yYQUVFBZs3b672vUpJSeHf//43CxcurPLZqDzm0aNHAWjTpk2V57dp08Yn4dm/fz9FRUWnHXdUXZEDQRCEsxFJhSAI5wSNRkOfPn3o06cPycnJ3HjjjSxYsICZM2d6twkPD/d7slBTSqWyxsvlUwZq13aflc8/9Y54pcq77ie7+uqrvfN2LF68mNmzZ/PSSy/x3XffMXbs2BrFUx9ney3gGVw8cuRIHnnkkWq3TU5O9nl88h1+f7nnnnv4+OOPmTFjBgMGDMBisSBJEpMmTfIZLF4bl112GfPnz+fFF19k3rx5KBQnOhG4XC5GjhxJfn4+jz76KO3bt8doNJKWlsa0adPqdEy3201kZCSff/55tetr07ojCIJQSSQVgiCcc3r37g1ARkZGgCMJrMqWi8LCQp/llXe1TxUTE8Odd97JnXfeSXZ2Nj179uT5558/bVIRERGBwWBg7969Vdbt2bMHhULhbYk5XYJTG61bt6a0tLTBEsP9+/dXWbZv3z4MBoP3Qvubb75h6tSp/Oc///FuU1FRUeU9bt26NTt27KjRcS+//HJGjRrFtGnTCAoKYs6cOd5127dvZ9++fXzyySc+g/eXLFnis4/ExETAM+D9VKcua926NX/88QcXXHBBgyRegiCcn8SYCkEQmq2lS5dWe1d/0aJFANV2yzmfmM1mwsPDq4w1eOedd3weu1wun6474CnJGxsbi81mO+3+lUolo0aN4scff/QpqZqVlcUXX3zBhRde6O2GVVk169SL79q4+uqrWb16Nb///nuVdYWFhTidzjrvG2D16tU+3YRSU1P58ccfGTVqlLclRalUVvnMvfnmm1VafyZOnOjtjneq6j6zU6ZM4Y033uDdd9/l0Ucf9S6vPO7Jz5Flmddff93n+bGxsXTu3Jl58+ZRWlrqXf7333+zfft2n22vvvpqXC4Xzz77bJU4nE5nvf5GgiCcv0RLhSAIzdY999yD1WplwoQJtG/fHrvdzqpVq/jqq69ISkrixhtvrNN+i4qK+Oyzz6pd15QmxauJW265hRdffJFbbrmF3r17s3z5cvbt2+ezTUlJCfHx8Vx55ZV069YNk8nEH3/8wfr1633uyFfnueeeY8mSJVx44YXceeedqFQq3nvvPWw2Gy+//LJ3u+7du6NUKnnppZcoKipCq9UyfPjwGs0nUunhhx9m4cKFjB8/3ltutqysjO3bt/PNN99w5MiRaku11lTnzp0ZPXq0T0lZgKefftq7zfjx4/n000+xWCx07NiR1atX88cff1QpS/zwww/zzTffcNVVV3HTTTfRq1cv8vPzWbhwIe+++y7dunWrcvy7776b4uJinnjiCSwWC48//jjt27endevWPPTQQ6SlpWE2m/n222+rHXfzwgsvcNlll3HBBRdw4403UlBQwFtvvUXnzp19Eo0hQ4Zw2223MWvWLLZs2cKoUaNQq9Xs37+fBQsW8Prrr3PllVfW+X0UBOE8FaCqU4IgCPX266+/yjfddJPcvn172WQyyRqNRm7Tpo18zz33yFlZWT7bJiYmyhdffPFZ93mmkrInf2XWtqTsqdtVloXNycnxWT516lTZaDT6LOM0JWVPfW7lsQ4fPuxdZrVa5Ztvvlm2WCxyUFCQfPXVV8vZ2dk++7TZbPLDDz8sd+vWTQ4KCpKNRqPcrVs3+Z133jnb2yXLsixv2rRJHj16tGwymWSDwSAPGzZMXrVqVZXtPvjgA7lVq1ayUqn0KS97ur/NkCFDqpTXLSkpkR977DG5TZs2skajkcPDw+WBAwfKr7zyireUcGVJ2dmzZ9cofln2vMd33XWX/Nlnn8lt27aVtVqt3KNHjyolcAsKCuQbb7xRDg8Pl00mkzx69Gh5z549cmJiojx16lSfbfPy8uS7775bjouLkzUajRwfHy9PnTpVzs3NlWXZt6TsyR555BEZkN966y1ZlmV5165d8kUXXSSbTCY5PDxcnj59urx169ZqywXPnz9fbt++vazVauXOnTvLCxculCdOnCi3b9++ymt+//335V69esl6vV4OCgqSu3TpIj/yyCNyenp6jd83QRCESpIs13BEoCAIgiCcoyRJ4q677uKtt94KdCh+1717dyIiIqqMwxAEQfAnMaZCEARBEM4BDoejyriSZcuWsXXrVoYOHRqYoARBOG+IMRWCIAiCcA5IS0vjoosuYvLkycTGxrJnzx7effddoqOjq0yUKAiC4G8iqRAEQRCEc0BISAi9evXiww8/JCcnB6PRyMUXX8yLL75YZSC5IAiCv4kxFYIgCIIgCIIg1IsYUyEIgiAIgiAIQr2IpEIQBEEQBEEQhHoRSYUgCIIgCIIgCPVyXg3UdrvdpKenExQUhCRJgQ5HEARBEARBEBqELMuUlJQQGxuLQtHw7QjnVVKRnp5OQkJCoMMQBEEQBEEQhEaRmppKfHx8gx/nvEoqgoKCADh8+DChoaEBjkYQhOo4HA4WL17MqFGjUKvVgQ5HEIRqiPNUEJq+/Px8WrZs6b3+bWjNKqlYvnw5s2fPZuPGjWRkZPD9999z+eWX1/j5lV2egoKCMJvNDRSlIAj14XA4MBgMmM1mcbEiCE2UOE8FoelzOBwAjdblv1kN1C4rK6Nbt268/fbbgQ5FEARBEARBEITjmlVLxdixYxk7dmygwxAEQRAEQRAE4STNKqmoLZvNhs1m8z4uLi4GPM1BlU1CgiA0LZXnZlM+R10uF06nE1mWAx2KIASE0+lEpVJRWlqKSnVOX0oIQpMlSRJqtfq0lZ0a+3f0nP4mmDVrFk8//XSV5UuXLsVgMAQgIkEQamrJkiWBDqFaQUFBBAUFNUp5PkFoyqKjozl06FCgwxCE85rD4SAnJwe3211lndVqbdRYJLmZ3mqTJOmsA7Wra6lISEggIyODsLCwRohSEITacjgcLFmyhJEjR551AKh13TpsO3cSPG1aowxEy8rKori4mIiICAwGg5jvRjhvybJMWVkZRqNRnAeCECBut5uMjAxUKhVxcXFVzsW8vDxiYmIoKipqlAJFjdpSceDAAQ4ePMjgwYPR6/XIstygX0ZarRatVltluVqtFtUqBKGJq8l5mn7zLQDo27QlaPiwBo3H5XJRUlJCVFSUuCkhnPfcbjcOhwO9Xi9a7QQhgCIjI0lPT/d2hTpZY1/rNso3QV5eHhdddBHJycmMGzeOjIwMAG6++WYefPDBxghBEIRzmD3laIMfo7Jvqug6KQiCIDQVGo0G8Nz4CrRGSSruv/9+VCoVKSkpPj/I11xzDb/99luN91NaWsqWLVvYsmUL4JnEbsuWLaSkpPg7ZEEQmrhA9dwUXT0EQRCEpqIp/SY1SvenxYsX8/vvv1eZIrxt27YcPVrzO4wbNmxg2LATXRweeOABAKZOncrcuXP9EqsgCM2DbLef9CBwcQiCIAiC0EgtFWVlZdV2GcjPz692zMPpDB06FFmWq/wnEgpBOP+4S0tPPGie9SaEOpg2bZpPgY6hQ4cyY8aMgMVTH/6I/ciRI0iS5G3BX7ZsGZIkUVhYWO/4BKGhNeTntbmcC0lJSbz22muBDsMvGiWpGDRoEPPmzfM+liQJt9vNyy+/7NPyIAiCUFPusjLvv0t+/53cd9/FdvhwACNqunJycrjjjjto0aIFWq2W6OhoRo8ezcqVK73bJCUlIUkSkiRhNBrp2bMnCxYs8K5/6qmnvOtP/q99+/bebQJxgf/dd9/x7LPPNvhxGuK1NUTsAwcOJCMjA4vF4tf9Cmd2rpxjpyapQsNbv349t956a6DD8ItG6f708ssvM2LECDZs2IDdbueRRx5h586d5Ofn+5xwgiAINXVyS0X51q2Ub92Kdd06Wnz0UQCjapomTpyI3W7nk08+oVWrVmRlZfHnn3+Sl5fns90zzzzD9OnTKS4u5j//+Q/XXHMNcXFxDBw4EIBOnTrxxx9/+Dwn0BOfhYaGBvT49dEQsWs0GqKjo/2+X+HMzuVzrKmz2+3ewcrN8bgRERF+iKZpaJSWis6dO7Nv3z4uvPBCLrvsMsrKyrjiiivYvHkzrVu3bowQBEE4x5zcUlHJmZtXzZbnt8LCQv755x9eeuklhg0bRmJiIn379uWxxx7j0ksv9dk2KCiI6OhokpOTefvtt9Hr9fz000/e9SqViujoaJ//wsPD/R7zzp07GT9+PGazmaCgIAYNGsTBgwer3fbUO7dJSUk899xzTJkyBZPJRGJiIgsXLiQnJ4fLLrsMk8lE165d2bBhg/c5eXl5XHvttcTFxWEwGOjSpQtffvmld/20adP4+++/ef311713j48cOQLAjh07GDt2LCaTiaioKG644QZyc3Nr9Dqri/2FF17gpptuIigoiBYtWvD+++/7PGfdunX06NEDnU5H79692bx5s8/66rp8rFy5kqFDh2IwGAgJCWH06NEUFBQAntKws2bNomXLluj1erp168Y333zjfW5BQQHXX389ERER6PV62rZty8cff1yj13e+aG7n2Jn+pi1btgSgR48eSJLE0KFDAc/d9JEjRxIeHo7FYmHIkCFs2rTJZ7+SJPHhhx8yYcIEDAYDbdu2ZeHChT7bLFq0iOTkZPR6PcOGDfOeR5XOdi6C57y5++67mTFjBuHh4YwePbpG+z6TuXPnEhwczA8//EDbtm3R6XSMHj2a1NRU7zZPPfUU3bt358MPP6Rly5bodDrA8/e/5ZZbiIiIwGw2M3z4cLZu3eqz/59++ok+ffqg0+kIDw9nwoQJ3nWndn+SJIk5c+YwduxY9Ho9rVq18jknm7JGKy5tsVh44okn+Prrr1m0aBHPPfccMTExjXV4QRDOMa6Tx1Qc5y4vb9QYZFnGbbUG5L+aVr8ymUyYTCZ++OEHn8lAz0alUqFWq7GfPCC+EaSlpTF48GC0Wi1//fUXGzdu5KabbsLpdNZ4H6+++ioXXHABmzdv5uKLL+aGG25gypQpTJ48mU2bNtG6dWumTJnifQ8rKiro1asXv/zyCzt27ODWW2/lhhtuYN26dQC8/vrrDBgwgOnTp5ORkUFGRgYJCQkUFhYyfPhwevTowYYNG/jtt9/Iysri6quvrvPr/89//uNNFu68807uuOMO9u7dC3gqII4fP56OHTuyceNGnnrqKR566KEz7m/Lli2MGDGCjh07snr1alasWMEll1ziLT85a9Ys5s2bx7vvvsvOnTu5//77mTx5Mn///TcATz75JLt27eLXX39l9+7dzJkzp0ESydORZRmHzRWQ/87Vc+xMf9PKz/wff/xBRkYG3333HQAlJSVMnTqVFStWsGbNGtq2bcu4ceMoKSnx2ffTTz/N1VdfzbZt2xg3bhzXX389+fn5AKSmpnLFFVdwySWXsGXLFm655Rb+9a9/+Tz/bOdipU8++QSNRsPKlSt59913a7Tvs7FarTz//PPMmzePlStXUlhYyKRJk3y2OXDgAN9++y3fffedt4vYVVddRXZ2Nr/++isbN26kZ8+ejBgxwvu6f/nlFyZMmMC4cePYvHkzf/75J3379j1jLE8++SQTJ05k69atXH/99UyaNIndu3fX6vUEQqO0qX388ceYTCauuuoqn+ULFizAarUyderUxghDEIRziLvMWnVZxemTivzPP8eZlU3kA/f7LQa5vJy9PXv5bX+10W7TRqQazJmhUqmYO3cu06dP591336Vnz54MGTKESZMm0bVr12qfY7fb+c9//kNRURHDhw/3Lt++fTsmk8ln28mTJ/Puu+/W78Wc5O2338ZisTB//nzvxE3Jycm12se4ceO47bbbAPj3v//NnDlz6NOnj/c36NFHH2XAgAFkZWURHR1NXFycz8X5Pffcw++//87XX39N3759sVgsaDQaDAaDT9eit956ix49evDCCy94l3300UckJCSwb9++WsddGfudd97pjfPVV19l6dKltGvXji+++AK3283//vc/dDodnTp14tixY9xxxx2n3d/LL79M7969eeedd7zLOnXqBIDNZuOFF17gjz/+YMCAAQC0atWKFStW8N577zFkyBBSUlLo0aMHvXv3Bjx3VcHTwtEYnHY379/3d6Mc61S3vj4EtVZ51u2a2zl2ur8pnOiKExYW5vNZPzlGgPfff5/g4GD+/vtvxo8f710+bdo0rr32WgBeeOEF3njjDdatW8eYMWOYM2cOrVu35j//+Q8A7dq1Y/v27bz00kve55/tXKzUtm1bXn75Ze/jxx9//Kz7PhuHw8Fbb71Fv379AE/i0qFDB9atW+c9tt1uZ968ed73acWKFaxbt47s7Gxv4aFXXnmFH374gW+++YZbb72V559/nkmTJvH00097j9WtW7czxnLVVVdxyy2eyV2fffZZlixZwptvvulzHjdFjdJSMWvWrGrvbERGRvp8GQuCINSUu5qWCtlafVLhLisj69nnyHv/fezn4bw2EydOJD09nYULFzJmzBiWLVtGz549q1TOe/TRRzGZTBgMBl566SVefPFFLr74Yu/6du3aeecKqvzvmWeeqVEMKSkp3ju6JpPptN/9W7ZsYdCgQfWaCfbkC7moqCgAunTpUmVZdnY24Jk06tlnn6VLly6EhoZiMpn4/fffzzoH0tatW1m6dKnP66ocVHu67lq1iV2SJKKjo71x7t69m65du3q7XQDeZOB0KlsqqnPgwAGsVisjR470eQ3z5s3zxn/HHXcwf/58unfvziOPPMKqVavq9LrOdc3pHKvL3zQrK4vp06fTtm1bLBYLZrOZ0tLSKufIyZ9fo9GI2Wz2+fxWXrBXOvXzW9NzsVcv35s5Ndn32ahUKvr06eN93L59e4KDg31aCBITE33GQGzdupXS0lLCwsJ83vvDhw97z6EznYOnc2rsAwYMEC0VlVJSUrz99E6WmJgoJq4TBKFO3GXVd3+SZbnKZEDlO3ee2MZatYWjriS9nnabNvptf7U9dm3odDpGjhzJyJEjefLJJ7nllluYOXMm06ZN827z8MMPM23aNO/4gFPfR41GQ5s2beoUb2xsrE9FmdMNUtbX8nVV5+SEpPI1VLes8m777Nmzef3113nttdfo0qULRqORGTNmnLVbSmlpKZdcckm1d0Pr2r331GSqslpiXZ3p/Sw9npj/8ssvxMXF+ayrvOs6duxYjh49yqJFi1iyZAkjRozgrrvu8rlL3JBUGgW3vj6kUY5V3bFro7mcY6f7m77yyiun3ffUqVPJy8vj9ddfJzExEa1Wy4ABA6qcI/X9/Nb0XDQajTXepz+detzS0lJiYmJYtmxZlW2Dg4MB/3ynNReNklRERkaybds2nyY28GR4YWFhjRFCg8p54w3sqceInfUCkqjSIAiNwpGVVXWh243scCCdUpGj/KRBc9W1cNSVJEk16oLUFHXs2JEffvjBZ1l4eHidL2jORqVS1WjfXbt25ZNPPsHhcNSrtaI2Vq5cyWWXXcbkyZMBT7Kxb98+Onbs6N1Go9F4xyFU6tmzJ99++y1JSUmNUqGnQ4cOfPrpp1RUVHhbK9asWXPG53Tt2pU///zTp+tFpY4dO6LVaklJSWHIkNNfuEdERDB16lSmTp3KoEGDePjhhxstqZAkqUZdkJqipnqOQfV/01deecVbzejUz/rKlSt55513GDduHOAZH1HTggSVOnToUGXg9qmf35qci3Xd99k4nU42bNjg7eq0d+9eCgsL6dChw2mf07NnTzIzM1GpVFWucStVnoM33nhjjWNZs2YNU6ZM8Xnco0ePGj8/UBql+9O1117Lvffey9KlS3G5XLhcLv766y/uu+++KoNgmhp3RQXp/3qM4iVLql0vyzK578yh+KefKDmlDJwgCA2n7J8VAITddhtt/l7mXS5X0xJRsW2b99+uUwYWnuvy8vIYPnw4n332Gdu2bePw4cMsWLCAl19+mcsuu6xW+3I6nWRmZvr8l1VdclcPd999N8XFxUyaNIkNGzawf/9+Pv30U+9g5YbQtm1blixZwqpVq9i9eze33XZbldeVlJTE2rVrOXLkCLm5ubjdbu666y7y8/O59tprWb9+PQcPHuT333/nxhtvrHJR5g/XXXcdkiQxffp0du3axaJFi854dxngscceY/369dx5551s27aNPXv2MGfOHHJzcwkKCuKhhx7i/vvv55NPPuHgwYNs2rSJN998k08++QTwjEn58ccfOXDgADt37uTnn38+40XW+ai5nWNn+ptGRkai1+u9RQeKiooAzzny6aefsnv3btauXcv1119f6zvwt99+O/v37+fhhx9m7969fPHFF1W6h9XkXKzrvs9GrVZzzz33sHbtWjZu3Mi0adPo37//GQdVX3TRRQwYMIDLL7+cxYsXc+TIEVatWsUTTzzhrTA3c+ZMvvzyS2bOnMnu3btrNNZjwYIFfPTRR+zbt4+ZM2eybt067r777lq9nkBolKTi2WefpV+/fowYMQK9Xo9er2fUqFEMHz68yY+pKPj8c4p++IG0e+6tdr18UqWHstW1y4oFQagbe0oK9sOHQaUi7JabUUdFwfG72u6KCp9tZVmmfMvJLRVVS9Gey0wmE/369ePVV19l8ODBdO7cmSeffJLp06fz1ltv1WpfO3fuJCYmxue/xMREv8YbFhbGX3/9RWlpKUOGDKFXr1588MEHDdpq8X//93/07NmT0aNHM3ToUKKjo31m7QZ46KGHUCqVdOzYkYiICFJSUoiNjWXlypW4XC5GjRpFly5dmDFjBsHBwSgU/v95NZlM/PTTT2zfvp0ePXrwxBNPnPXiJDk5mcWLF7N161b69u3LgAED+PHHH70tK88++yxPPvkks2bNokOHDowZM4ZffvnF22VZo9Hw2GOP0bVrVwYPHoxSqWT+/Pl+f23NWXM7x870N1WpVLzxxhu89957xMbGepOi//3vfxQUFNCzZ09uuOEG7r33XiIjI2t13BYtWvDtt9/yww8/0K1bN959990q14A1ORfruu+zMRgMPProo1x33XVccMEFmEwmvvrqqzM+R5IkFi1axODBg7nxxhtJTk5m0qRJHD161Dt2a+jQoSxYsICFCxfSvXt3hg8fXqWa1amefvpp5s+fT9euXZk3bx5ffvnlWVtrmgJJrmnNND/Yt28fW7duRa/X06VLF7+fKGdTXFyMxWIhNze3xt2uMp95hoIvPDWSO+ypOkjGmZPD/kGDAdB17EjL7771X8CCcB5yOBwsWrSIcePGnfZCMn/ep2S98AKGfv1I/GQuAHv79sNdXEyrRYvQtjoxhiv33XfJee117+Pomf8m5Hh1ktqoqKjg8OHDPvXJmzvZ5UJ2uVAEYOIooXlzu90UFxdjNpsbJIEShMY0d+5cZsyY4TO/S6BIksT3339fo2QKzvzblJeXR3h4OEVFRZjN5gaI1lejDgBITk6uU4m9wDoxiKq6AaCukhP9s20HDiA7nWJchSA0IEdWFgXH76qZBg/2LlfodLiLi5FPKStbeVOgUnXzW5yP3HY79kOHkJ1ONElJKE8pYykIgiAItdEoV78ul4u5c+fy559/kp2dXaUSwF9//dUYYdTRiYYcd2kpyqAgn7Xu0hP9s2W7Hfvhw2jbtm206AThfCI7naRMnYb9yBGUISGYT6qPrjjev/fUCfBcx/sE63v3onzDRtwlIqkAz/siH59QzpmXJ5IKP0tJSTljd4Vdu3bRokWLRoxIEM5fY8eO5Z9//ql23eOPP05sbGyjxVLdDepzRaMkFffddx9z587l4osvpnPnzs3qzTx5gi1Xfn6VpMJV7Dvos2LXLpFUCEIDsaekYj9yBEmnI+nrr1BHnejTK3mTihNjKmS73TvuSdeuvSepEC0VAMgnjT1xl5TgzM9HdZoSlELtnVres7r1giA0jg8//JDy8urnMQoNDSU0NNSn9G9DkGUZ++HDuCsqUMfGojpecra67ZqrRkkq5s+fz9dff+0tRdacOAsLvP92FRTAKeNATm6pAChbtw5LLas9CIJQM45jqQBoEhPRJCT4rDvRUnHSjYCyE4OyVdGeQXPVzW9xPqoc0C6p1cgOB67iYpFU+IHb4cCZlY0qPKzBSocKglA7p87D0tAqE4OTb6LLdrt3niTHsWMoDIZzbjxbo4yuqs9kLoHmyj+RVKTefY/3g+LMzSVr9myy//NfAG9d/LIVK5HrMVHRuarg6685MHo02WcpfygIZ2JPOZ5UtEiosq4yqZBPuhvlPl4+VmEwoDRbAN9xUOcjWZZxZOd4W3DUxydpk0+pmiXUjSsnB1dhgWeMXTO+49jcOAsLcWRknFe/v+Lz1XQ5MzKo2L3be/PG7XDgOGWyZ9v+/efc57VRkooHH3yQ119/vVmeAK6Ck1oqcnOxH592veCrr8j/30c4Uj0XOaahQ1EYjTizsij6/odAhNpkybJM1guzcBxNIe/D/+FqAtUVhOap8nxTx1dNKqrr/lQ5J4XCZEIZ5Bkz4C4urlcMzfF77GTusjKc2Z667wqDAcXxGWJlp9M7xkKoO9l5Yn4K+TTdLQT/kmUZR1oazrw8HGlpgQ6nUTgLCrDt2ePTGisEnizLntbK/Hxwu3Fm5wBgP3IEd+UUBJWtF7LsMy1BfY7ZVDRK96cVK1awdOlSfv31Vzp16lSlTOR3333XGGHUiSs/3+dx+fYdaNu08WnBAM9FS9j06eS89hoZTz2Fvns3tK1bN2aoTZYrN9fnLmjJ0mUET7jcL/uWXS5QKJrVOB2h7uxHjwKgToivsk5p8lwcu0tOJA2Vg7IVQUEow8IBTytjXVR+b1mt1lpP+tSUyA6H99+qyEgkpRJJo/E0zVfYUJpE9br6OfED7yorQ9FMZ1xv6mRZxpmZ6fn+Vyrh+IXV+TJmqjJ5cmZmohTXGk2GMyvL5zfGXVGO7Hb7JA+axEScubm4S0txW63eVva6stvtACiVgZ95vlF+PYKDg5kwYUJjHMqv3Dabt/9bZeWYih07YMLl3uWVXAUFhD39FMW//45t927KVq4SScVxtgMHfB47UlNOs2XtyE4nhy6/HIXRSNL8+SKxOMfJskz5zh0A6Nq1q7JeGRwC4NMSVjnmSWkyeQd1O7Kz61R9Q6lUEhwcTHZ2NuCZKKk5fuac5eU43W4UQUFIKhWOigrsCgVutxuXtQyVKvA/TM2Z3WbzVjh0FBfjOqW4x7nC7XZjt9upqKgIyDwVbrsde05O1RWyjFxe3izPzZqSZRnb8c+YAtF1samQZRnb8d8Hr4oKXIWFONxukCS0rVvjUChwqFS43G4cJSWo9XqQZU9yXEtut5ucnBwMBoN3QstAapQIPv7448Y4jN95uz6pVARPvJLyDRuxHe/+5D7e5Gjo2xd7Sgpht05HUqsxDRqEbfdubIcPBSrsJse6aZPPY/l4Vl1fjowM7Ac8fw9ndrZnVmUBV2Ehzry8Zp/Uym43WS/PRtehPZZLLsGZmYkrJxeUSnTVlOpUhgQDnr7VlVwntVSojs/+Klut1ZaHrono6GgAb2LRHLmKinCXlaGwWlEevxhxFRTgLi9HUVFRp/dFOMGRlQWu412gcnJQlZfX6WKhqZNlmfLycvR6fUAu4N02G668vGrXqRQKpHN4Qj7Z6cR5PKFSlFlR+uk3Vagf2eHw/l1OprBaPdeMSiXq4xf+3s9vXh5SaqrnukilQhUc7B2jW1MKhYIWLVo0iUS60dIap9PJsmXLOHjwINdddx1BQUGkp6djNpsxNdH66JVJhTIkGFV4uM+yypYKy4QJPl15NMdn8rUfPDeSClmWkSsq6tw858zJIe/D/wGeLmLu0lLcNv98AVYOwgXIeeMNgidMwNC7t1/23Zwdu28G1rVriXvjdcyjRgU6nDorX7OW/I8+AiBo+HBKFi8GQNsuudrPo7eloqAQ8JyjGY89BoAiyOQZPxAU5Cmfmp1dp4tnSZKIiYkhMjISx0ndiJqT7P/8l5I//iD0xmmEXH01AHnLllH49QLMl1xCxJ13BDjC5u3wgw95ErTgYNyFhQRfdy2hN9wQ6LD8zuFwsHz5cgYPHlylS3N9le/cRclffxF6w+TTlt0sWbqU7JdnA6CKikJhMnnHPMa/9y6ac3gOkNz33qfohx8AMI+/mIi77gpsQAIAxX/8Qc7x4j0ApiGDKf17OSiVKF0udJ06EfeK5zPrtts58tjjVVuZ9HoS/vchqpCQGh9Xo9H4tBamP/ovnPn5xL44q34vqA4aJak4evQoY8aMISUlBZvNxsiRIwkKCuKll17CZrPx7rvvNkYYteY8Pp5CFRyC8vgXW2XXisqWCoXRt79s5d3hc6WlIuNf/6J4yR+0/uVnb5WY2ij89lvk8nJ0XbpgGjyY3Lff9ltLReWkZgBF335H6dJltF25oklk64Eiu91Y164FIO3e+wjavg3Jzz/4/ia73Ry7626ceXkkfjIXjt/JqSwfC1C8ZAk5b74FQPCVV1a7H+85ejzxLzv+PgDYDx8BQBUVib2kBGdWVr1acpRKZZPov1onKUdRZGSgNxrR6XQA6IPMFGdkIB0+5F0m1J67vBwOHUIBRN14I1kvvIDtjz/QTZ8e6NDqrWLfPgrnz8c8bhy6rl1R6nQ4nU50Op3fk4q0J5/EfugQzhUraPXjD9VuU5p6DEVGBurEFrSe9wmSRsPBcRdjP3QIZX4BuuRkv8bUVJRv30HJe++hON79SZmXL87ZJqIkJQVFRgaoVMS+8Dyalq2wzv/Ku17Xo8eJv5VOhykmhrJVq6rsx7lmLaY6jjt1FRZS9OOPAOy/4EJMb7xep/3UVaO0D95333307t2bgoICnwGOEyZM4M8//2yMEOqk8o6nMjQUZUjlXdACz+h+b1Jh9HmOpqWnpcKVk4urnlVmmoKiHxciW60UfP31Gbcr37qVY/feh+3QYZ/lxb8sAiDk+utQ6D0nkz+qHYBvUgGeQfWnDqw/3zjSM3weFx+/u+9v7ooKnAUFZ9/wbPux2Tg07mJKly6lYts2b2sEgP3QicQ857+verosWSyETJpU7b685+jxxL9i+3bvOsv4iwFQH+8C5cjIrHfszVVlkQnlSXfCVJXjTbKab7eupsC2bx/g+V0IGnkRABXbd5wTvwUZjz9BwRdfcnTyDRyecAXO03Q98ofKc9+2d6+3gtupnJme7zrz2LHe7iKqsDDPury6FWNoDgq//gpOKkPqr9/T84ksy54bAH7mSE8HIPyO27Fcein6Lp0xDR3qXa+KifbZXteli/ffMc89S9gdtwNQdpqZv2vCnprq8zjvpJaTxtAoScU///zD//3f/6E5pZ9YUlISaU24/FvlBaoy5ERLhWy3I5eXe7s/nVrZQ2kyoTret//ki6Lm6OQyZQqt9rTbuUpLOXLNJEoWLyb/03knlhcWYtu/HwDT4MFIGs8+ZLufkopqStNWVgc6X9lPaSGzrl3XIMdJm3E/+wcMJLeerYyly5djoz26tgAAUZZJREFUP3LE+7jwpHLMJ3chdB4fw6Dv3v20faVPbako37oNANNFIwiZPBkAbbJngHf5GWY6Pted/L1WqXI8UsW2bRydfAPZ//mvKP1cBwULFgBgGjYMdUwMmqQkcLuxrl8f2MDqKeOppzxFSo6zHzzI0TFj0R/vbuRvypMmYSzftq3abSpvoKijT7SgqyKOV3irbgD3OcK6fgOA92LVbRODtGsr67nn2dujJxlPPeXXz4qz8jMZe2KiveArJ3r/bbn0Up/ttcltvf829O2Lvls3AGyHfW/O1ob9lLkwHPXYV100SlLhdrtxuVxVlh87doygJjwo0HV8Nm1VaAgKo8HbjcRVUHDalgo4Ma7i1Lv2zY37pJaAyoSgOiffEXaedAfYunkz4Gm9UYWGeu8muf3V/anQE5/5kkswDOgPgP1I7ZIKt83mU2LzjNuWlyM7nZStWkX2q6+R97+PqrSWNATb/v3su+BC8ufNO+u2JYuX+DxuiMTWmZ9P6bJlAOS89nq9Wixse/b6PLauWeOJWZax7T2+7qTubIY+px8zUzlQ21VUhOx2e+8ahd4wBcXxJmdD/34AlK1ZU+eYmzN3ebk3QVNFRHqX69q391wAA9YNG8j74AOfBC9QXMXFFP38C4Xf/0Dh9z/4pXWsoZStWUPRN98CYDnedcE4cIBn3arVgQqr3lylZRSe1IXDctllgKfiUHA1XTfqS3Y4fOaHOt0NAPvxiyVN4omxE5Wf4fKtW/0eV2OTXS7y5s6lYvdu7zJnbq7nJowkYTz+myf7aYyiv1Ts3Yd1w4ZAh3FGBZ9/DkDh/K84cs0kv32vVP7mnNxV3DR8OBEPPkD8O+9UqVpoHDgQpcWCrksX1AkJ3vFD7npcV5w8wZ7SYvGWWm4sjZJUjBo1itdee837WJIkSktLmTlzJuPGjWuMEOrEmeNpQlWGhCJJkvdOqLOw8KSWiqpJhbZlKwDshxrmLo6/2Y8epWzN2irLT661LJ/hbsjJXUnshw975o4ASo53bTP06QOAdLy1w19fgpUX9KqICO+PSU1bKmS3m6wXX2Jvz14cvHi8d/yMbf/+ar9gXCUlHBg+gj2du5By083kvfce2bNne76Q6jjvQU2lP/F/uPLyyHphFsWLFp12O/vRoxQev1MaOnUqUL87HoD3b1m+bZv3/T41cdk/YCDp//f/7d13eBTV+sDx72zJlvROCqELggoIigULSBcQ7IAICCqKVwX1CqKioteC+LNfFRXsBUFULKggFvSqoGBBOiGUhJCQ3rbN74/ZneymkZBKeD/P4yPZnZ09s7tnZt5T3nP3Ue2/bJsWOMTNvlO/AUv/181YDhzAk5ODYrXSdcN6Ul57jbg7bifiynHV7ssUEQFGI3g8OPfu1fPVG0LK66i9b18Usxnn3r3HXG+Fqqrkf/YZh996q1JK6+p4HI6AoLl4/XpUpxNTQgLmpET9cSUoiLYvLyL84ovLX1vQvEN2VKeT1HHjOXD77aTPmUP6nDlk3P8A4A02Pvqo1p9DRWU7duBs4Axevjk8IQMHEnL22QDYz9Bu/I7lnoqS38uz9yU99RSJjz5CzM3/AsDYCENIXIdzAm6E8j7+uNI8PI/DoQ/zCPKbGxUyYAAAhavX4Ni3r8HL1pQOL1lC5iOPkup3zvM15lhO7Faeza6GdLLO9HQcaWm1ajjLXbGC1Kuuqtf17NDTz7D7oovYc9VEtg8cyJ4pUyj+7TdK/BoeWxrngQMcuPPOeu9HVVWc6d6eCv9zq8FAzLXXEjpwQKXXmCIj6bTqC9otWYyiKBjCwwGOeriku6CA7Fe1bKsx/7pJ76FvSk0SVDz++OOsW7eO7t27U1payvjx4/WhT48++mhTFKHWXFlZFH77LZ6SEpz7tZOSOUnrytLHbGdl6eMYK07UBjCnaKv9+qLWlkxVVdKmXEPa5MkU/RI4VMZ58KD+b3d+1eNaAZwZ5eP4HXv2sOeqiTj27aPg8y8ACB81EgAlSOvpaeiJ2sbwcILatdPfvzZy3nqbw0uWgNuNMy2NfTfO4OCjj7Fr1Gh2X3JJpR6Isi1bAlrPfBypqaRNuaZRW1Cdfse0f9ZtFKz5ptI2HoeD9HvuBcDWuzex3ou+Ozv7qIexODMy2H52f/7pdiKpl1/B/n//G1dODpkLFwJaNi+fvA+W4S6s28quqqpS8tffgLbuRJv77sMYEYEzLY24jz72HksvDHY7wf1OJ3rqVH2Bu6ooQUF69q+C1Wv03kSjXzmNISGEjdR+jznvvFPn8jbGONzaKv7lV/bPuo2D8x/k8Btvap/fxo0Ub9hQ5fbuwkJ2jbiQXWPHagvbORxkv7QIgJD+Z1dKaBCUnEzifx4iatLVAEe8EXEezGy0GzdPURG7Ro7Ss/n4eqsKVq/GlZND1nPPceDO2ey97no8DgeH33iTgq+/rtXKso69e9k1chS7x158xG3rwuHtmbaffpr+mM07Zrps164G6aEt+eMPCtau1YP9puBL/BA+dixhQ7VscraTTgLAUNLwQ29cWd5UqXY7xuhonHvSKp3zHKmp4F1rxRQbqz9u7dGDoI4dUR0O7bdxDK/fkLfyU0CbM7Fr1ChcWVnkec+LYYMH6410nmqGExf/+is7Bg1m55ChbDn5FLac0pO066/Xetyr+P2kz55DyfoNHHrq6aMqb+nWrWQ9/7z+t+tAOsU//Y894yeQetnlFKz5BtXlapHztop+WIe7sAhPcTG5y5bjzKj7nDv34cPafaGi1Cm9vTEiQh/xYvQGFZ7CQlSXq85lKFyzRsuKaTIRcfHFWDp1rPM+6qtJgoq2bduyadMm5s6dy8yZM+nduzePPPIIv//+O3FxcUfegZ/nnnuO9u3bY7Va6devH7/80rBjxvfNuIm9109n77XX4dinzfcwJwcGFVkvvqRvb6xi+JPJOx60tjeaucs/5OCCBbUehtOQyrZu1YOfnDfe1B/3lJayd+o0/W93Da2WrgqTXkt+/52dgwbjKSrC0q0btj59gPJ5GTVNLHMXFGgtkLW4APtulo0REXUKKjylpRx6VsskFD52LIrFQsnGjRz2rqfiOpBO9suv4Cktxe1t7XbsLb95ir1tFt3++pNOq77AFBtL2fbtHPxP46RuU93uSgFO7nvvBW6jquy/5VaKvXUh5LxzMQQH659J4fc/1Pl9XVlZ7Jk0KSAgKfr2O3acPwBPQQGWrl3p8v13hJx3XvnzP66r03uU/L4RV3o6it2OrWdPglJS9Btam/d79N281FboBRcA2lwNvTexQsrqiIvHerf5HtVvwuOR7Jt+A1t7n8q+W24l/4tVZD7xf3rg0hQKVn+t/7vofz9RuGYNqVeOY8+Eqyo1CIAWODv37cOxYycF36xl3/Tpeot5dRm0AH2YYk3Bf8lff7NrxAh2XzSmUQLqzIUL9bocc+MNnPjPZqw9eoDTSfbLL3P4NW0oYPH69eyZOJGDDz3Evpv+RcEqbaJ/TcGF7ybZnZ2ttyw2BF/PtKVj+YXc1KYNhrAwcLnKA6Sj5C4oYM+kyeybfgOZjy+s177qovDbbwEI9va+ABjDwrT/N0KQXfq31tAQ1L69nmChaF3guaXMOyTI0rFjQHCsGAykvLwIY2wMjl27yHn33QYvX32oqkreJys5MHuOfn9R3Xb+jUll23ewvf85FP/6K4rZTNiFF5b3/JdWvp6qHg8ZDz9cvl4KWn0u+vY7tvU7g7Qp11T73s6jnOd6+I03AAgdPFjP4Ocv/Z57SL1yHDvOO4/0++47qvdoKAbv7zf52We0RmOPh3033cTO4SNInzuXvdNvqFUDhT/ffZQpLq7O60z4+Kc5ry5BQU18jXSR48dhTkjQ5/c2pUYPKpxOJ506dWL79u1MmDCBxx57jOeff55p06YFZIKqjffee49Zs2Yxb948fvvtN3r27MnQoUMbbCGqkj//0sdiFq9fr49NC0pO1v7fob22nW8xN5Opyh+PMVILKnxZVo4k/a67OPzKq2S/8kp9ih8g59332H3Z5Rz2jh30Ud3ugBv2wm+/0//t3+LpP44TwFNFT8XhN99i96WXUfRL5aFTPgkPPahPrD1SywpA2tRpHLhzNrm1aEX2XaTNiYkEtWuvPbZnzxFPBgVfr8aTl4cpMYGEB+eT/NxzlbbJ+/hjdl96KdvOOJOcd97B4V0FPOLKK4i59loUk4mgdu1IevL/AK2FoKF6YPxV1dtV8scf+jEWfv89e6dOo/AbrSXPGBFB2MhRgDbXxHcsdeEuLCR13HiceyqvfO4LCKOnTcNgs9H2xReIGKdlY8pcuJC0qdNqPaykYNUqrZyDB+kJD6wnnxKwjS8wqi3bqacCgcNNKs57svXqhSE4GHdOjn4DU1HJX39T9L+f9c9Z9Xj0m6uCVavYf+utZL/0EqnjJ9S7R9KZnl7lkANXVlZA0FPkV1dLft8YkDK3ZGPgGHJ3Xp5+kQfI++gjijdo562Iyy7TJwRWRTHXPPcp79NPSb30UjxFRXiKiij67rsqtzsaqsvFvltnkvO2Vv/DL76Y6OuvByByotaVf/iVVwNeU7qpfCJv/qcryf/8c7acfAq5y5ZV+R7+wzV3DBio/WbrGVyoLpc+nyuoY/lwHEVR9HHUmQufOOobNtAm6Krem3j/SdNVOfT88+wcOVKvi6qqUrZ9e52HixVv2EDZ9h1gNBJyTn/9cd9NmaG0PKhQ3W6yX1181ENdin/7jcwnnyTj3nkA2Hr11AOZwh9+CKgLud41GuzeIZP+zImJxM64Sdvu3ffwFBeT/9lnZP33vw2efEBVVQ49/TQ7h4/g8BtvHrFnJOuZZzlwxx3krVhB5oIFeMrKqqxnrszMar+r2FtvISglpbyRrsJ7uvPy2HZ6P8o2/4MhNJTOq78m/p7y4amqw0HxL78E3LT6XzM9R5FNypWTQ/4nKwGImjKFdq+/jrV794Chae7sbP13m/vue7gOH8axb/8R57+4srJIu+YashcvqXO5quPrcbaedJLeu138v//h8o7OKNuyRc/A5HE4cB44QOEP62rsIXTurzyfoq4Us1m/Fh7NvArf9czWowcApvg2NW3eKBo9qDCbzZQ2UBfkE088wbXXXsuUKVPo3r07L7zwAna7nVdfffXILz6C7FcXk3rZZZWfMJn0aM/q/aL0p/y6Xf0Zo7zDpGqR3tT/RjTruedxFxTUqfW0KiV//EHGffdR+uefHJz/oN7SrXo87L74EradcSZ5n3xC0S+/BLQAuQ8f1lsdy7ZuC9inp7ByUHHwwQcp/esv/ebT1rs3lu4n6s+HjRih/7ih/Galupvv0n/+odSb6SN3+Yc1HqM7P19vybSe1IOg5CQwGFCLi3Fl1pzNIf+TTwCIGDMWxWgkpP/ZtHvnbSzdTyT52WcwhITgOnhQW63b5SLnvfcp+kH7nILatg3Yl613b4yxMdrNVSOMm3ZUMSfCnZOD0ztOdt/Nt+h5riOvuooT/veT9lkAIeeeA1A+4bmW8lZ8hNMvLV2nVV+QsvhVgs87F0uXzsTecjNh3hZEQL9pcu5Jo2jdOrKerRykVcV34x987rn6Y0FtkwO2MddxASvLCV3AbC5voTOZ9GDWRzGbCT5H+2zyvL+FiuVKveIK0iZP5pB3qFd1E/LLtm5l54Ujj2ritys7m8Jvv2XniAvZPmBgwBCPop9+Yvs557L9nHMp3byZsl279N+7YrGglpaS83p50FC2Y7v+b9XjYcfAC3D7BSqFa9ZoAaHZTJt599ZYLr2nooqeU09ZGel33xPwWMZD/zmq4QJVKfrfzxR8oQ2bjLjsUhL/85B+8xR+4YWEjRypn48tXboQc9NNhF14IaHeRR4Lvvqa/TNngctF+ty7Kawi4Cmr0GNQtG4dBx+p3zBcR2oqqtOJwW7HnBh4U2Hp1k17nx9+YMew4TjS0nBmZJD74Qq9J/RIVG8PjU91GWtUt5v8VV+S9fQzOHbsJG+Flq8+ffZsdo0aXWnseNmu3RyYO7fapCKZCx4HIGzoUH1oBpS3qBpKy3AdPMieiVez/ayzyXzsMVIvu7xWx1TRgTlzyH7hRQAsXToTd8cd2E8/XTsfp6frWY8ce/ZQ/NP/QFGIuKTqHrfwUSNRrFYcqalsPbUP+2fdxqGnnmbbGWeS9dKiOrdCuwsKKPnrb/JWfkrJpk049u2j5M+/2Dt9OlnP/xfH7t0cfOghdgwYSJ735rqi0n/+CciWV7BqFdvPPY9dw0dUGlbpn3AkcuJEzN7rTlD79kR6F1JULFryiYpBScE33+jzyWJvvhlzUhJREyYEXJsh8Lrg8fsd1jRHozq57y9FLSvD2qMHtt69sJ/amw7Ll9FxxYe0e+tN2i99H0uXLgGNsLnvvcfOYcNIHTee0i1bqtyvqqocfPQxin78icxHH612qGddqA4HeM9tBpstIDtT9LXXEnHlFVr5li3HsWcPO4cNY8fAC9g7bVrAecKdn0/2K6/qDRL6fIrE8vkUR+No51W48/L0oM2XqtYcV/U9amNqksXvZsyYwaOPPsrLL7+MqYpusdpwOBxs2LCBOd4VckFbmnzQoEH89FPdMmv8c8McQs0W4u78tz7bPm3pV7hDtIobMmwIBV9o3ejmpCQO7dOGODhiTyDft03//lhGDCdzT+Uv3lVqIz80BVwmDqbmoSgKHreH3HfeoWD1GoKSk4mfMxvFZsOdm6tt67V+oBbYGNu0Ie6Wm7F06kz+6q8p/OprIq64AtvJJ6OYTKhUfVJUyxzsmXonhLbXHlBg9/LvMEZHY7DZyEwvA1McufPLxz4S1l7bENj30zYsXbtycNV6SsM6YEpOwrVvPyXFdoJ25enz51RVJS+sQ8B7h8x8EEt0NKXvvqtlZpo8ifQdufrzpTkGcsM6YlJisXsf9x2FKyODjPkP4Q7XWjZMniis2w6DL31ohcMt3fw3ueGdMMXGkpmlQFYxhV374zxwgF9HTyV0yBCiJoxHMQbGze7iUvb9fRA1vDPWHufj2ObtTQpuj+WRV8gHik8bUd4bpSiQ4QbcENEFoy2F0q2BPVAlZ15E0Xffkf/oEuJvj665y7GWFzPfVgUbD5AT0RVz22RCL7iAop9+pGzrdpwvrSBkwACyrSlgBXu/MygdfCV7/ykPZN1l4RyO7ApOCNqUgcF85C5ZV24OGW+vxh3ZjfCLLsJ+2mlkFIVA+Alwy38wAcVA8eby9ymzdSA7svyCVZJtxvm3lsPe41FxOTy4Xdp/oH2kntIyDuaEQfzpqOYuZPycoQ2bd5vIjO2NtfQwiuomPyie4rS6dQM7TjyTMm/WK0NICFn7Kt+4ec6/iIIf/qL46w0Yr8rXx+y7s7M5MOcxXFathadw6dd4Bl+Gp7iYgmAtWIubeSvOzExc6RmUbtuGc98+Ns+YS/SNNxI2dGityqg6yki79jo8ublgiIQg2PXSeyR16YPqcpHx0vuU2hOgFP6cqM2PITiRoJS22Hr1Iu/jT/CvFIWr12PatBtTTCzO9HTyCYPgMIxhvguUFhSZk5I5fLDUV92rlO+yU2hPgJIgLAf8PjuXi30zZ+FUwsEeTpv77+PggsdRCwvZ+eSrxN18S/U7reV6lId//JMiezyGsHDirr2Nw+lF/sm/sN9+H3a08dum2FhMUVGY0M5Hmb/twFPsNxxNVdk252FSXumkJ9kAOLwnG4ctDmNEhN5yXfTd79hSs/UsYXVdQLNg/TaKbXFYTzyRvEOBN2WOtt0otpVf3DdPm4nbFxQ88AQxN96opZpUPeXnuwryPvyQ7H/2gnc/pQUquRmFlP7zjzYG3uMhetpU8lZ8RPFvv4FVS616eHMayl+ppK/6EawxOHccJPSQ1gJuNkHqiBGoioHCEiMRt9yOs8yNx6OiulU8HpW92RY8MT1Rz5tA0S8ZeDwqHreKx+EkI+FsgovS2XLzfTjT0oFQCNGCjf3/20KQN62m6nFTtmWrdlNZwyJ5OQVm1BCtUSHkX/eQfUgbU+4ZdBkFX39F2iffEW6MIvvFlygJScbWuzd5njCo5vzg7HNBla3gBS+9T2F4O4LPrNzLURXV6WT/7NnVp+YMScYUF487Pw+1tJTc+c8STzjWLl3IWrQIT14BMTfeQP7naymwJ2I/ox/u3HzKtvwDbiAPTCvXEdyvn77L/L/2UuA9RuPEf2Efejklf/xByFlnkZ1RBpThyFMoCEnGoIRxyO8zyPzuT4pCkgk+71xc543WnyuK7EBJSPl2B37eSnic1iDkOLCfAu9nX7AnD/uWjCqT0FT5+bhc7F22BndIMtaLJpG1t8L5NlZbhDD0OW3UxKGnn6Zw7VoKXlkO3vPs9gUvE3fXXRjMZlSnk4wH5uM6nIUhOATHjh3gLdvWB54l8ZGHq8y6WVuewkL9WLOz3Cjx3TBMvBlnejrqRVfjTk+nYOU6Cv63hUOzHsSZb9Tfv+DDbzi4JQNDkIWSTRsBCPnnALE330L2rhzt+4juFPB91FV+9Ankqu0o2ZCDNb/2veBFv/xKfnRfTPHxePZbULw96Ac7nA9+jU6NTVHrGrIfBd8idyEhIZx88skEV/hBLF++/Ij7OHDgAElJSfz444+c6Xcy+Pe//823337Lzz9XHoJTVlZGmV9XXn5+Pm3btmXBlI+xBR39j1IIIYQ41hncDhRU3MbqU4YLIY5dJY4i7lg8mry8PMK8wxYbU5P0VERERHDJJZccecMG9vDDD3P//fdXetxSmovFo3UZeoKCUI0GjCWlqCYjbu+kTkNpKYrLhTs4OCBPfm2Z8nJBBVdYGBgMGAsKMLhdqEYjindohscchMdiwVRYgGow4LFYMTi07AFKdZO2FQWn36JV/gyOMozeDDyq0Yg7NBRTbi4Vm/lVs1nfvxoUhMdqRXE6MZaUoCoKijfOdFuteKwWzLl5qIArKkp7HlBcLu++yzljYmr8TBS3C1NODhgMOKOiyx93OTF79+UMC8NYWorB26Xrstvx+DIjFBRgLC3BFRKCooKxqBCPxYorzDu5SQVjcTFG7+RZj82Kq8I6KKb8fAylZbjtdtzVZBJSPB7MvqFrHo/eyOoKC8Vd1TwgVcV8OAeDq/w7UxUDzqgoTPn5eKxW3Pa6zR8C7WdnOpyDoawMV3gYHu9YS2N+gX6M+nH6tcT6M2dlYXA6cUZG4vG2wlbaJicHg1+Xt2o04oyOQjUe4fTgVy0sfmPFPVYbzugoTPkFGEpL8ITZ8YQGo+BriVWx7UpFcThwxMXj9C+7CqbMLFwuC26bDbWOE95UtN+m0Tce2WDAVWGito+psBA8Hjx2Ox6TCcXlxlhcBIqi1XuPR9+PajKhuFyoRhPuihnfVDAWFaH4D1tUFNx2O6qx6pZnxenS6pvRiNtmw+BwYKhQ5z1mM6rRiNH73XhMJjzeoUD6968oqAaDdk7x25ficKCazHisFgxlDhSnVp9UcxAeS82fqeJ0YSgrQzUZA34zhuIS/Rjddrt+XjSUaI97LBZUb0+0oawMxe0OOJ8AqAYjHms1N7AeFaN3jL7bZvPuvw7nXlXVviOTEVUxYHA6UZxOVJMJj/d3pHg8+m/d9x56Wb3fccX3dNusRyyHwVGmfQZmcxX1Ri3/Ds1BKG4XeFRUoxGD2+Xdwm//ioJqNKCavK36Ho9+PvRYLBiOMOZdNZlRjYaqt1MUPL5FSN0KHqPvc3FhdhdjdJXgio4CowHF7cSafgAUKG2fon8d2v9VrDtSKQmKAUU7LtVo1D5L1aPVE7sNY1Exiqd8HLorLLxymbxM3t40V2hY4DXX48FUYfit2x6s/9aq/yBU7btWlPLfsapiLCxEUT14TGb9nFrDTjDlFwDa9+UxB2nfhfeYMRgCy6GqmAq07avjK7vidKC43BicDlRD+b0HoJXR49bOgdX1MKsqJm8CFf1z9X5WKgruCjeQhtIS/XekKgYU1aOdo0xmDCXFAeef2n022udjLPB+nharfn6q+SUe72fku/8yaecQVNx273nXb66O26pdB3y/j4DjPRq+z0hRcIdWfZOtOBwYS0tQUfDYbKhms/e3UxBwPtPLaLNjLCmucZ+1ZSguJjj/AAajSnGnjrW+/7Tv2IHB4aCkXTvt+uU7lvSmXdunSXoqGoLD4cBut/PBBx8wZswY/fFJkyaRm5vLRx99VOk11fVU7N20iaCff660fHnMHXcQcfXEBilv6rBhuPYHdl0pFgvtv/6KjNtvp8S70nHo6FEUfPwJllNOpq3fpOrSTZvYd5V37KTNSrvPPyf1fC3PccrKT6qcwHpg+nSK12nj6239Tifp5ZfJff0NshYs0LcxJSeTsnwZBZ98gmKz6ZN53Xn5pA4Zguq9iTIlJdH+i89RVZU9w4bjOnCAhGeeJti7imfh6jVk3Hqrvt/oWTOJnDKlxs/EuXcfe0aMQLHZ6OQ3uXvPiAv1Mfwdf/oR1eMhdcBAVIeD4MGDSXhiIWXbt7P3Yi0wNbdtS8jQIeS8/ArhE8YTO3t2wPsU//wzB6ZdC4pC2CWX4CksJPbuuTj379c+U6eTpDfewNar+smqqtsNBgPZCxeS6800c6TXgDaBct/Eq8HlwhgXh9s7UTLptSX6JOK6SLvkUhzbtpHw3+cJ7t9fL9uhBx8i/4MPAEh47tmAeQn+Mm67ncIvvyR44EDaPPl/lYZ1FP/4Iweunw6AzZtTP+7ee/QxvLWV+8YbZD2m/c6svXqR+NKL7Dq9vDvfEBqKp6CA0LFjMYaFkvva6yh2Ox1Wf10pO1NZfj7fffgh548fj7mG4RLV8ZSU6O9tatOG9l99WeV2GbPnUPjppwQPGECbJxZyYPp0Sn7+hdAxY4if/wCqqpL1yKPkvf22/prgAQNIePqpSvtyZWaSs+hl8vyyzUROv57oGTOqfO+c114n+/HHCRk6lDaPL0B1uyn46CMcu3fj2L4d+znnED5+PIqi4EhLw5yUhGI0AtqciZ09e2nHl5RImyeeYN8VV2KMiqL92m/Yd+U4yjZvJmb2bCImjCdv6QccekBb36HN/z1ByKBBNX5++Ss+IvOee7CffTaJL/w34DFDaCjtPl0ZsBp39tPPkLNoESEjRhD/yMNk3n03BR8HzlUxt2+P07tyenX1KPu558h54UXs559H4jPP1FjG2ij47DMO3jkb66mnkvzaEgDyli3j0H33Y+nRg7bvvuMt/9PkLHq52v20Xfq+Pi+iOrsHDMSdlUXym29grWISfOHqNXgKCwjzLhznL+/993Hs2kXpn39R5rd6dLvPP8OcnEzOK6+S/eST2M87l8RnnyV1yFBc3vHb4ePHE3bZpey95FLtZik5mZQPlmIIDmbf1ZMo9S5AaggLw5OfjyEkhI4/adeI9Ace5NAna3CZ7YQU7segajf/0bfcQuS0qRT/+BMHrr+eoM6dSPmw8hy31FGjcHnH/vt+V869e9kz4kIwmbD17UtJhblGbT9YiqXCAmAQWGc7/vw/fbIqaEPbdp12up4kIvzKK4mde1d1X8URlW7ezP6JV6M6HCS+9BLWnqcEvJ8/x65dpF00BkNoKB1rmd3u0KOPkfemN5OiohA5bRo5ixbpz7f9cDmWzp0BcB08SOqgwQCEjh2LokC+33zCdl99iblN1ZNt3Xl57O6vzQ3r9PtvKCYTuW+/Q9bDD2M74wySFr1Uafvc114jdOQocl9/nfxly4i45hqC2rcj0zs53nfNspx0Em3febvSe/rzlJWROfduCletwpSQQMryZZXO5dXxXdeS33oT6ymncOixBeT5JZYACJ84kYhxV+rXIsfu3aSN1upP8KALCB44EPsZZ1Q7t7U6pZs3a+fLuDg6+GXU86eqKqWbNhHUrl3Auc5TXMyeC0fizsoi6pabyX9/qV4XASKmTCZm1qw6ladS+f76i33jxgOQ8tEKgvyyyVXH/7fQ4YcfMIaXBzZZ6ekktmvXunoqAFwuF2vXrmXnzp2MHz+e0NBQDhw4QFhYGCG1+CEGBQXRp08fVq9erQcVHo+H1atXc9NNN1X5GovFgqWKyNmWlET0tddiNBjJ9N5wKzYbESNHHtVNTFVCB15AToVKEjZiBNbYWNo+9xz7b76Zoh9/0i++psjIgPc29+1Lu7feJOOB+cTf+W9sbdpg69WLko0bcf39N8Hek5KnpISi//2P4DPOAHd5S6kxNBSz2Uzs1GsI7t0bT1ERzvQDhJx9NuawMCwTJgSUzRwTjfWEE/QFwWynnKyXJ/T888l5+22KV68hYrB2AvR41/AIHT6MuFmzMCcm6jc91fK28KpOp75vT0mJHlAEn3cuFm8FTn7+efZOm4Zzxw7MZjP7vYteaTtQUb0Ty8wRkZW+s/D+/Sm+8gpy331Pv/Eu2bBey2DldBJ83rmE9u1T87hp7z7Dhw3Tg4rgridgPMLvw9y7NzHXXUfW88/rAQVA0WefE9avH6qqkvvBB1g6dsTuTbVbE9/Ya2tiYvlxms0kPTifpAfn4ykpwVBDFrXoiVdRuGYNRWvWsPOUnnT85GMsXboA2gJgmd61LaImTSJ+zuxq93MkMVOmoObmkf3SS1qqzj8CM8B4vC1TBX43J5GXXap/3wHCwnDGxmI2m4+uPvq9xpWRUe0+Qs88g8JPP6Xom2/IuPkWSn7+BcViIWbyJP01CXNmU7zuBz0ZgaGaMpmTkrDdN4+wwYP0VMyunTurfW/PAa1nx9KunbaN2Uz0FVdUfTh+GVQqMpiDsHfSzgXuw4dJv2YqZZs3o1gsRI4ehclsxuo3+T2kT58jfqYm3+/J5cJsNmvzp15/DYCY66/DWiENeHCfU8lZBM6dO3H+vlE/pxnsdiIuu5TQwYOx9+3L3ptuovDr1bg2/425wsro7vx88t7RArLQc89tkPOwzXsxdu3di9lsxlNUxOH/exIA64nd9PcI6ds3IKgIHTKEgjVrwJsn3rn5H0K8Ex+r4srO1ibFKwrB3btjqKLskcOqn2sT4z0Xe4qLyX75FT3Xf+mPP2KfMAGHdxJryOn9tDqRmKjfyMTNuBFTdDRdvvsWQ3AwisWiZ9tLuG8eGfc/QPTUa7B07cbOQYPwlJaWn3t37sBemgUV5uVmP/UURotFvzExJyRW+X2YoqL1oCL0tNMwmc2YO3bE3rcvxevXBwQUli5dtIahyy6n0+ef6YuV+rj9el6DgoNRKvRCxNwwnYLVawg+80yir5lyxPNwTcw9exI66ALyP/ucA9ddhzklhU6ffVrpPQEcud4FVmNiav2bDO7VSw8qwi+5mDa3zULNz9dTgds7dNB/IybvGlgQeG4EsHQ/EXsNjTsB6++4PRhtZkp/9aYVP+usSuU1x8TQ5rbbtOPq1ZP8Zctw/PknZd7JzxHjriT8wgvZc9VE3NnZVR6v6nDgzMykZOMmcpcu1dMzJz70YNXn8mq0e/UVnOnp+jouMZOupvDTTwOS24Sdew52vxtq8wknYO/Xj+Kff6bo69UUfb0axWYjfPRoVJeTsGHDCPEm4KiJ09tbYwwOrvE7DTrttMoPhofTccWHWi9RbCylP/4UEFREXXJJvc9d5t69sZ16KiW//YZryxaCKwThrpwcMh54gLAhQwgbPhwon3RvbpeCNSY6YPugesw/ORpNsk7Fnj17OPnkk7nooouYMWMGh7w3So8++ii33357rfcza9YsFi1axGuvvcY///zDDTfcQFFREVOO0EJenajJk2gz714SHnqQDsuXYY6v25oZNWkz9y491SZoK33GeFstjSEhJD76aEAuZ1MVw1fsffrQ8aMVBJ91FgC2PlpLt//q1wf/8zD7briRg489hssvA4vql47OfmpvQs7pT+Tll+sL+VUlyG+hFP+sTb5MP/lffqnn5S/9ezMA1m4nEtS27ZEDCsqzyuBy6anZyrZrE4iM0dG09cuMYTlBu/F17NmDc/9+Svxa8Jz79pH7vrZytH9E7q/NXXdh8M/5fEhbsDD4nHNIfOSRWk/EtPXqRcyMGcTdeaeem/1IQi4YWOmxwm++wZmeTsEXX5Bxz73smXDVEdfi8Dgc+oJ7pmrWc6kpoABtNfOY667T/87yZldR3W4O/PtOXJmZmNu2JWbGjTXu50gURdGzaDj37mXvNO3GOnzs2Cp7PUzx8cTcWL/3rK/wiy8merqWrtSXPjD84rFY/VqlFbOZdkuW6H+bE2pO0Rdy9tmkLNHWOymtkEHNn8Pbah+UUrceIR9f61XY6FEYQ4IxeoceFq/XMuSEjx6lr5dj690bU1wc9n79MNdiXSB9kUqnE9fhw+waPoKy7TtQ7HYiqgh8LN6gx7F7N/krtcw34ZdeQtffNhA/Z46estHaTZvMX/pPYKaXsl272DX6Ij2Fou2UmnsDayvImznMdegQrqwsin/fqGXxMhiI9WuICj73XJJf+C/R111H4oLHSH76Kbpt2qifrwu+rro108d3PEEpKdW2eNeGwW4n9uZ/ETtzJgAl3ps9R5o3VW0HLTFG7M03EzHuSjqs+BBTtHYDYYqJwWCz6QEFaFnZ2r/9FqEXXIAx1HsD6nLpWb18GaQq3uADZD72GKW+G5VqWspj7vw3jqgoggcMwOQ39DVuzmx9yEbwOefQ7e+/SHhwvvakqpLzTuW1I/Q0piZTlTf3MdOn02Hp+8TNmhkw6f5o+RbABHCmpeGsZhFH92Et4YTvc66N0AsGEjp8GJHjx9PGm1gm9tZbCOrUidDBg/RkAKCdN4P9boSDzzqTsFGjiL/7btr+9781vo9/Vju1VFvQrvgXb0a9M/pV9zKA8jSqv/6qT2aPnjoNUxstc5k7KysgQ5bz4EEy/vMftg8YyM5Bgzlw++3lAcWjj+j3KLVlionRAwrQ0vZ3/ORjIi67DPtpp5H42KN6z7y/NvfcTdTkyYQMHIgSFIRaUkLue++Rt2w5e6+fTsE337Br7MXkVRi5orrdejpnX6atI107ayq7r3fEWCGQMh1hCHhtWU/S7r986074O/zKKxR8/gX7Z87SG4F992O2ChlKm0OT9FTccsst9O3bl02bNhHtVznHjh3LtddeW+v9XHHFFRw6dIh7772XjIwMevXqxRdffEH8US7woRiNRI4bd1SvrY02d99N+MiR2Hr1qnTTbYqNJXraVD2FXlWLxVQUcvbZHH7lVYrWrUNVVRRFIXepdnOd+867AWPv6tolCAScrEMGlC8pb+vdG3NSEs79+ynesIGQc8/V8yFXTLNbE4P/SdDhQLHZKPTezFm7dg240TfHxWFul4JzTxo7LtCGawR17AgGRUv16h3bbajmRl8JCqLtC/9lz4TyZertffvS9sUXAi68R6IoCrH/qronrDrWEwNT9xkjInBlZrJjQGCwUfjNWn2FWn/5n39OyR9/EnGZli5RCQqq14U05sYbcBcWkPP6G+R/+inunBwixl1J6ebNGEJCaPfmm7UOmGpS1c1H5IQJuPPz9d6oqKnXENK/P9aTT6lxdez6Sn7+efbdeCNxFVJo+lMMBuJuvRVPfgE53iFOIX4LfPmYExLo+NmnHH7jDaJq0YDhG97hTEvDmZlZ6UZeVVX9ImDpWvOwmuqkvPIyhd9/T7i31zbyiivI8q23YjDoaSdBa8TovGZ1rffty9CjOhwcevppPQAKHTAgYHEmH18KRdXh0M9HYcOGV9rO2k37XPJWrCDk3HMIGzGCkj/+YO911+tZmAx2O1Zvg0J9GcPDCerQQRs2Me1afaXrsAsvDPitKopC6PnnE+od2gnatSF89CiynnuOoh9+wJWdXe2Npe/m6khDI2vLtwquY+8+7yJo3vWS2mtDXoP7nU5wv9PrtE/F7wbKU1qK0WzWGyzs/frp33HYyJF6YFjy+0YATNUE0tbu3Un99x10v/DCgMdtPXoQNWUKOe+8Q+zN/0IxGrH17EnU5MkcXrKEkirW2PANbTIc5aJhdRUyYACREyaQ4x1yXLZrV5XBlStbazk31iGoMNhsJP/f/wU8ZoqMpOPKT6pszGpz91yKfvqJ8IsvrtPxK4qCOTFRW0Nh7VoUq00b4hYWhrV79xpfa+nQQe9RAq2Rx5yUqH8PqtOJp6BAvy4cfOQRCj7/otJ+IsePJ7yKIX1HwxQdTcL8B2rcxtK5M/GztXO6KyeHw68uJm/lSq23wONh3w1aQ9WBO2cTfPbZGCMiUEwmsl54gaxnniXh4Yf1YEI5inmOFfmWDwDAYKj2fqSufN9fxXTwqttN7rLyxEapV44j9pab9YYNa4+6LRbbGJqkp+L777/n7rvvJqhChWnfvj3767gY0E033cSePXsoKyvj559/pl+/miPy5qQYjdj79Km2FT/u1luJ+ddNKEFBhPrdxFfH1qcPmEy4MjMDeiV03paF4LPO0lu76sJ3UTUlJuitj6CdvOynaxex4g2/4SkqKl8jokfNJy9//jmq1bIyCr7+Wl/TIHTI4Erbh5x7XsDfwWefTbvXXgsIeIw1TNiy9+lDt38203HlJ7SZdy9JTz9Vp4DiaCkGg55WNnTwYGJvubnK7Yp++J7C7wMXdVLdbvbPnMXhxYv1fO+muLg6p7gMKI/JRJu77tJbs4t+/JH9/9LKZOtzaoP10ClBQXT8tDxHu/Xkk7Gd1IO422ZhsNuJHD+e+DvuIPjMMxs1oAAIHTiAE9avJ3rK5CNuG3/XHMIvGo2tT5+AVYP9WTp2JGHevGpbbf2ZIiOx9eoFlK+J4s+5f7/WYm42Y+l6whH3VxVzQgKRl1+u34TE/usmuv2zmc7ffkuHFR9iPSFwv0o1LcBV8dVTd0E+eX7juyMur3r9AcVo1POig3b+Ca5iUTJb7976vw+//gaOtDT2TJ6COzcX68kn02bevST/979HvRptVRIfX4BiNlO2ZYu+rkdNC//5C2rXTrvR9C4cV5HqdJLx0H/I9o6Xr+63U1e+nr3SP/9k77Rr9d5hc3JyTS+rkWI26+lqPSUlqA6HvjZB8NlaK7OpTRsSFzyGxfvbKfUuYmduU8NiXtWcl+LuuJ2uv20IaI32NZKUbt6M6h1a5uNbNE6pJplEQ1MUhTb33E2YNyDKW/ERWS8tIvOppwLK5srW1noxRUc1yHtWJahdOyKvvPKoAqrIq7wLQr79Noe8gUz0lMm1quvxd88lqEMHlKAgoq6eiKIoGKxWfV5E2fbterBZullrBDFGRpL0f0/QftkHnLjlH9rce091u290pshI4m6bRZdv1pBUxTy37f3PYfcll+LOyyPrmWcBSJ8zR18fqT69ij7+PRXGiIgGu7+weHslHX6rqgOUbdumNwb4HHrqaX39DutJzR9UNElPhcfjwV3FSoT79u0jtIqWr+NJ7IwZxFx3XY35u30MFgtBKSk4du2ibNcuTFXc4ERNmUL8nf8+qrLYTzuNlNdew9K58hhue59TyfvwQ0o2bKBstxYAGKOjMdVhHKX/iW7bGeU3HRFXXFHlsIrIcVeSt3w5nqIibRjSjTdgiowkdPDg8hWkqxn+pL+nomDp3FmfGNdUUpYsJuett4mZcSOmyEhMbdrg3LsXg91O1qJFOPekkbv0A3KXfkDCQw8S4c2O5j80xHczUVUL2tGIvPwysp4P7FK3dKx+vP7R8A9GfV3ilo4dOeGXn2t9U9tQahu4KCaTNhyxAYVfNJqSjRsp+Ho10VOnAnBgzl2UbtlC+IUjALB26dKgLbOKomCOj6t3kOgrk6+F3BgZSbu33sRSw4TBNvPmUbBqFeaUtoRfeGGVF1dTdDQdPv6I3aMvomTjRnYO0eYZWE86iZTFixsl0LT16EHMjBkcevJJ/bG6DNUIat8eR2oqjtRUbd6an8Lvf9DnzSk2W8MFFUnlwYNvcVJzYmK9fiuKomCw2fAUFaGWlKDfNhsMhA4aRPw9d2Pt3l1v/S7bVj5070hD/qp7v4qCOnTQJ4wXr18f8HmqZdpQ0IoLVTY2SxftulDw5ZcUfKkldLB07oylSxdy319K0Q8/AHXrqWhKoUOGkPnYY5Rt/gfQRihETZpUq9dau3Wj0+ef6aMefExxcTgKC7VefkXBnNJWPxd0WPEh5qMcGdKYLJ2r7t0s27qVzCcCe418vVM1Bsu1ZIosDzYrDoWqD18iHtfBg3iKi/UAyDd00H766RT/8ou+vTs7G2NEBPZTe1feWRNrkqv8kCFDePLJJ3npJS0bgaIoFBYWMm/ePEaMGNEURWjRahNQ+AR17IBj1y4cO3dVGmYDEHJO5XGIdVFdt7ovc1HJn3/qF5ygDu3rvH+D3Y7Hb76HOTGRNnPvqvIiZOnYka4b1uuZmHzb+Ac9DTFspzFYOnSgzd1z9b/9e6LMSUmkTblG//vQ089gTkzEduqp+lAKAENwMJ6ysjoPv6pO9LXXolisqE4nWc9qLTdVZRGrr6Snn6Lwm7XEXFc+tLGpA4rm5hsPXPLXX3iKi1FdLvK8EzEz/9FuAMJGj2q28tWkYk9ByHnn1RhQANhO6oHtpCMPhbSecAK2vn0oWV++Mm742DGN2nNl71Oedc3SpQuWjh1q2DqQL6B37E6t9Jxv6IilWzeSn32mTuPua1Lxs7CedBLR3jlK9aHYbFBUpPUKlGrDXIzh4SgGA1F+iTtMbQJvGqtqvDqq9zcYCBsxnNx33yN32fIKQYXWU2Fo4qAibOQoDj0Z2Mqd9/HHuDIOBgw9aajvtqEFJQfOkUx46ME6t8BXvPZGTZpExjwtGxR+w++g+rl9zc1c4XPw55sgbwwPR7FacR08iOXEE/U5U/UR0FMRGVHv/en7iojQF+d0pKVh7daNkk2byH3/fUAbAZH8/HNs61s+mTx08OA63Us2liYZ/rRw4ULWrVtH9+7dKS0tZfz48frQp0cbuIWwtfO1LJft2ql3Tfqz9e1b6bGGENShA8aICNSyMvI//VQrS4faX5x9Eh59BFNCAsaYGEIGXUDigseOONxBMRoDTnxBfq3rhmOwp6vixGXXwYOkTbmGXaNHk/uhNl4y7t//ptOXq+i08pNaD9c4EoPNRsz11xHtd7Nv7V45MK2vsCFDSHz4P/Va9fRYZ05OxpSYAE4neStXUuJN7ak/3y6FqPHjm6l0Nat4YapqKFN9RF52WYX9122SZ11Ze/TQh3TEVJMpsDq+oOLwa6/pq7T7FHuzG0VPvYagegxNqkrIedrQz/i77qLDB0sJqyF7VG35JgirJSX6EIqqWlcrDvGrzZC/2gofPRrQEiP4D/v0TdRu6p6KoOQkunz/HcbYGP03UvTtdwEBhSE0tFaZ+ppL9LSpYDKR9MzThFSTWrwuIi6/rNrn6jMMtzFV6sUzGisNzQsfcxHt33+PhAfn0/7NNxpk2K//nIq6jNqoDd+5p2znTgDyV2k9adaTTiJy/DiMISEBw53sLWQqQJM0HyYnJ7Np0ybee+89Nm3aRGFhIVOnTmXChAnYjnIG/vFKn8S3a3elSTxRU6Y02kQ3RVGw9elD4erVepf80QzLCRs8mLDBledP1IUxJJjY22bhyc9v0AteU6muzP4tQvZ+p2utY43QQmYICqLD8mWU7d6N7ZRTGnz/wpsN65JLyHrmWTK8OeD156xW2txzb4POHWhIFctl73dGNVsenbBRo3Dn5eMpKiSoY6ejapyoC4PdTvt330F1e7DWcQ6LzW84QdZzz5O08HEAin7+RRtnbjZXGhbVEBIXLsR1MCNgOGF9GWxaUOEpLdUnxlcVVPiyZoF32FUDXqNtJ5+MYrPhzs0l/e57SPzPQ0DzDX8CbchQ56++QjEa2TtjBkXfaclDoq+dRvT116OYzU3eg1IXsbfdRvT111eZROFoVBc4JD3zdIPsv7GZExNp+9KLKFYrqVeO09I9ozUumOPjibj00oZ7L/+EDw18L2vt0YOSjRsp2biJsKFDKfjqK0ALIn3zdEMvGEipN/FBSxj6BI3YU3HqqaeS420NeeCBB3A4HEyYMIHHHnuM559/nmnTpklAcRR8qSSLf/mFDO/aDeFjxtBh+bKjnktRWyHnlbeCKEFBAROmm1rMtdcS5825faxRTCYiJ0zA1qcP4d40rP49LorVGpDWtDFYu3cnvELWFtGwYq6/nvCxYwMea/viC3TdsJ6Q/g0z/r4x+AcVQR07NmiqbdCGwURdPZGYG26oMvtZY7B07lzngAK04VrJz2lDBfNXrcKVk4O7oID0udrQxohLLzmqTHtHYgwJbtCAAkCxatdbT0BPRUSl7exnlvdMNdR8Lr0MZrPe6p+3fDkl3sngzTX8ycdgtaKYzbSZOxdLly6Yk5KImjQJY0hIiw4oQAsCGiqg8AnzDksPGzGc9ss+oNs/m+vdGNjY2tx3H8aICJKeeRpL585a76FffNRQPf7+LJ066dmv7Kc2bG+Wr0Gj6Icf2HfLrTj37sUYEUFw//IUxJHjxmFKTMDWt4+eha+5NVpPxT///ENRURGRkZHcf//9TJ8+HXsDzLY/3gV1qDy2Obh//yOmkGsIoYMHkzH/QXA6ib9rzhHHWYvqtbnnbkBbHTls2HCs3U9k+9n9QVWJvOKKWq37IVo2xWQi8eH/EDXpavZOvwFbr14En3tuix1C4OM//CmoDvMPWqvQCy7A0rUrZVu3kvPW2xR8+SXOffswJyURdxRZ9pqLPvyptBRXlnf9hcjKWY1MkZFYTz6Z0j//DFhrqaHE3zWHXSO0Bo2cd97FdvLJzTb8qaKgdu3o+MnHqG73cX0OTnhwvrZmxvDhx8ww1sgrryDyysCELxFjLybbu2p6Y8wfBEh45GFiZ96qZ3xsKPa+fcFgwLF7N47duwFtWLT/nCtjRASdV62q1ZIETaXRStKrVy+mTJlC//79UVWVxx9/vNqVs++9997GKkarYwwJxhQfj+vgQf2xpmr1NEVGkvzM07izswm/+OImec/WTjEY9O8v5dVXKPrxxwaZQCZaDmu3bnRZ+01zF6PW/HsqGqMV/lgUcv75lG3dqic4wGQi6YmFLTZRRFV8eflLt27FnZMLVP/9tv3v85Ru2doo1xZLx46kvPoKaddMpejHH1FVFdU7cVyxtoxegeM5oABtyGBDDhNqLtHXTsOcmBiw2GFDUxSlUYZhm+Pjib/z3xx8+BEAIidOJOLisZW2awmTs/01WlCxZMkS5s2bx8qVK1EUhc8//xxTFdGUoigSVNSRtVs3Cr1BRftlHzTICqO15b9AlGhYwWeeSfCZDTspVoi6CggqGnjy4bEq8soryF+5Euf+/RhCQoi7445GGU7RmAze4U/ZL7yItac2l8oUV3VQYYqJIaR/w6wOXBVb795gNuPKyMCZlobq8C1+1zKCCtE6GENDK/VeHEsir74ax549FK5bp03IPwY0WlDRtWtX3n1Xy6lrMBhYvXo1cS00HdmxJvraaRR++y2G4OBKi1wJIUR9+Ld8GcOrX1zyeGJOSKDTF5/jysmptEL6sSJs+HAKVq0CoHTTH0Dz9UQZbDbsvXpR/OuvZL+6GHOSlhK0qRa/E+JYoCgKbY6xRvcmmag9b968aoc+ibqz9+1LyuJXSVn8aovr+hJCHNv8eyqashe0pVPM5mM2oAAIGzaUhIceDHjMFNN4vRFHEuNdfyf3vffIfuEFABRLy8yIJoSonUYLKnwTtUHL/lRYWNhYb3VcCj7zTEkHKoRocP6rYUtQ0bpUzNjXnHNmgk8/ncjx4wD0BVFl+JMQxzaZqC2EECKA5YQTKNu1C1sLXvRL1J0pKgpLt26UbdkCgLEZeyoA4u68E9Xj0daGUBRCLhjYrOURQtSPTNQWQggRoMMHS1FdLgySBrzVSXjoQQ4veQ1bz56NtlhqbRksFhLuu69ZyyCEaDgyUVsIIUQAJSioxa74LerH1qMHSQsea+5iCCFaoSZZMcPj8TTF2wghhBBCCCGaQaMFFR9//DHDhw/HbDbz8ccf17jt6NGjG6sYQgghhBBCiEbWaEHFmDFjyMjIIC4ujjFjxlS7naIouN3uxiqGEEIIIYQQopE1WlDhP+RJhj8JIYQQQgjRejX6nAqPx8OSJUtYvnw5qampKIpCx44dueSSS5g4cSKKojR2EYQQQgghhBCNqNEWvwNQVZXRo0czbdo09u/fz8knn0yPHj1ITU1l8uTJjB07tjHfXgghhBBCCNEEGrWnYsmSJXz33XesXr2aARVW8lyzZg1jxozh9ddf5+qrr27MYgghhBBCCCEaUaP2VLzzzjvcddddlQIKgIEDBzJ79mzeeuutxiyCEEIIIYQQopE1alDxxx9/MGzYsGqfHz58OJs2bWrMIgghhBBCCCEaWaMGFYcPHyY+Pr7a5+Pj48nJyWnMIgghhBBCCCEaWaMGFW63G5Op+mkbRqMRl8vVmEUQQgghhBBCNLJGnaitqiqTJ0/GYrFU+XxZWVljvr0QQgghhBCiCTRqUDFp0qQjbiOZn4QQQgghhDi2NWpQsXjx4sbcvRBCCCGEEKIFaNQ5FUIIIYQQQojWT4IKIYQQQgghRL006vCnlkZVVQAKCgowm83NXBohRFWcTifFxcXk5+dLPRWihZJ6KkTLV1BQAJTf/za24yqoyM7OBqBDhw7NXBIhhBBCCCEaX3Z2NuHh4Y3+PsdVUBEVFQVAWlpag324p512Gr/++muL2U9j7E/K1jL2d7yULT8/n7Zt27J3717CwsIaZJ9ST5t3fy25bA29v+OlbFJPm39fDb2/lly2ht7f8VK2vLw8UlJS9PvfxnZcBRUGgzaFJDw8vMFOgkajsUH21VD7aYz9Sdlaxv6Op7IBhIWFtbjyHU/fwfFStobe3/FUNpB62pz7auj9teSyNfT+jqeyQfn9b2OTidr1NGPGjBa1n8bYn5StZezveCpbQ5N62rz7a8lla+j9HU9la2hST5t3fy25bA29v+OpbE1JUZtq9kYLkJ+fT3h4OHl5eQ0eBQohGobUUyFaPqmnQrR8TV1Pj6ueCovFwrx587BYLM1dFCFENaSeCtHyST0VouVr6np6XPVUCCGEEEIIIRrecdVTIY4PiqKwYsWK5i6GEKIGUk+FaPmknoq6kKBCtHiTJ09mzJgxzV0MIUQNpJ4K0fJJPRWNSYIKIYQQQgghRL20mqBCou/jQ/v27XnyyScDHuvVqxf33Xdfs5RH1J3U1dZP6umxT+pp6yf19NjX0uppqwkqhBBCCCGEEM2jVQYVX3zxBf379yciIoLo6GhGjhzJzp079edTU1NRFIXly5czYMAA7HY7PXv25KeffmrGUgtx/JG6KkTLJ/VUiJavJdTTVhlUFBUVMWvWLNavX8/q1asxGAyMHTsWj8cTsN3cuXO5/fbb2bhxIyeccALjxo3D5XI1U6mFOP5IXRWi5ZN6KkTL1xLqqalB9tLCXHLJJQF/v/rqq8TGxrJ582ZOOukk/fHbb7+dCy+8EID777+fHj16sGPHDrp169ak5RW1ZzAYqLi0itPpbKbSiPqSuto6ST1tXaSetk5ST1uXllBPW2VPxfbt2xk3bhwdO3YkLCyM9u3bA5CWlhaw3SmnnKL/OyEhAYDMzMwmK6eou9jYWNLT0/W/8/Pz2b17dzOWSNSH1NXWSepp6yL1tHWSetq6tIR62ip7KkaNGkW7du1YtGgRiYmJeDweTjrpJBwOR8B2ZrNZ/7eiKACVuolEyzJw4ECWLFnCqFGjiIiI4N5778VoNDZ3scRRkrraOkk9bV2knrZOUk9bl5ZQT1tdUJGdnc3WrVtZtGgR55xzDgA//PBDM5dK1IfH48Fk0n6qc+bMYffu3YwcOZLw8HDmz58vLSvHKKmrrYvU09ZJ6mnrIvW0dWop9bTVBRWRkZFER0fz0ksvkZCQQFpaGrNnz27uYol6yMzMpHPnzgCEhYXx7rvvBjw/adKkgL8rjhEVLZPU1dZF6mnrJPW0dZF62jq1lHraauZU+KJvg8HAu+++y4YNGzjppJOYOXMmCxYsaO7iiaOQk5PDypUrWbt2LYMGDWru4ogGInW1dZF62jpJPW1dpJ62Ti2tnraangr/6HvQoEFs3rw54Hn/aLt9+/aVou+IiAiJyFuYa665hl9//ZXbbruNiy66qLmLIxqI1NXWRepp6yT1tHWReto6tbR6eswHFTk5Oaxbt461a9cyffr05i6OaEAffvhhcxdBNCCpq62T1NPWRepp6yT1tHVpqfX0mA8qJPoW4tggdVWIlk/qqRAtX0utp4oq/ZNCCCGEEEKIemg1E7WFEEIIIYQQzUOCCiGEEEIIIUS9HFNBxXfffceoUaNITExEURRWrFgR8PzBgweZPHkyiYmJ2O12hg0bxvbt2wO22blzJ2PHjiU2NpawsDAuv/xyDh48WOm9Pv30U/r164fNZiMyMpIxY8Y04pEJ0bo0RV1du3YtiqJU+d+vv/7aFIcpxDGtqa6p27Zt46KLLiImJoawsDD69+/PN99809iHJ0Sr0FT19LfffmPw4MFEREQQHR3NddddR2FhYZ3KekwFFUVFRfTs2ZPnnnuu0nOqqjJmzBh27drFRx99xO+//067du0YNGgQRUVF+uuHDBmCoiisWbOGdevW4XA4GDVqVMAS5cuWLWPixIlMmTKFTZs2sW7dOsaPH99kxynEsa4p6upZZ51Fenp6wH/Tpk2jQ4cO9O3bt0mPV4hjUVNdU0eOHInL5WLNmjVs2LCBnj17MnLkSDIyMprsWIU4VjVFPT1w4ACDBg2ic+fO/Pzzz3zxxRf8/fffTJ48uW6FVY9RgPrhhx/qf2/dulUF1L/++kt/zO12q7GxseqiRYtUVVXVVatWqQaDQc3Ly9O3yc3NVRVFUb/66itVVVXV6XSqSUlJ6ssvv9w0ByJEK9dYdbUih8OhxsbGqg888EDjHIgQrVhj1dNDhw6pgPrdd9/p2+Tn56tAtXVZCFG1xqqnL774ohoXF6e63W59mz/++EMF1O3bt9e6fMdUT0VNysrKALBarfpjBoMBi8XCDz/8oG+jKAoWi0Xfxmq1YjAY9G1+++039u/fj8FgoHfv3iQkJDB8+HD++uuvJjwaIVqvhqqrFX388cdkZ2czZcqURiy9EMeHhqqn0dHRdO3alddff52ioiJcLhcvvvgicXFx9OnTpwmPSIjWp6HqaVlZGUFBQRgM5WGBzWYDqPaaW5VWE1R069aNlJQU5syZQ05ODg6Hg0cffZR9+/aRnp4OwBlnnEFwcDB33nknxcXFFBUVcfvtt+N2u/Vtdu3aBcB9993H3XffzcqVK4mMjOT888/n8OHDzXZ8QrQWDVVXK3rllVcYOnQoycnJTXk4QrRKDVVPFUXh66+/5vfffyc0NBSr1coTTzzBF198QWRkZHMeohDHvIaqpwMHDiQjI4MFCxbgcDjIyclh9uzZANVec6vSaoIKs9nM8uXL2bZtG1FRUdjtdr755huGDx+uR16xsbEsXbqUTz75hJCQEMLDw8nNzeXUU0/Vt/GNL5s7dy6XXHIJffr0YfHixSiKwtKlS5vt+IRoLRqqrvrbt28fq1atYurUqU19OEK0Sg1VT1VVZcaMGcTFxfH999/zyy+/MGbMGEaNGlWnmxUhRGUNVU979OjBa6+9xsKFC7Hb7bRp04YOHToQHx9f5TW3Osf8itr++vTpw8aNG8nLy8PhcBAbG0u/fv0CJm0OGTKEnTt3kpWVhclkIiIigjZt2tCxY0cAEhISAOjevbv+GovFQseOHUlLS2vaAxKilWqIuupv8eLFREdHM3r06KY8DCFatYaop2vWrGHlypXk5OQQFhYGwPPPP89XX33Fa6+9preGCiGOTkNdT8ePH8/48eM5ePAgwcHBKIrCE088UeU1tzqtpqfCX3h4OLGxsWzfvp3169dXuYR5TEwMERERrFmzhszMTP1mpE+fPlgsFrZu3apv63Q6SU1NpV27dk12DEIcD+pTV31UVWXx4sVcffXVmM3mpiq6EMeN+tTT4uJigEqtnQaDISBDlBCifhriegoQHx9PSEgI7733HlarlcGDB9e6DMdUT0VhYSE7duzQ/969ezcbN24kKiqKlJQUli5dSmxsLCkpKfz555/ccsstjBkzhiFDhuivWbx4MSeeeCKxsbH89NNP3HLLLcycOZOuXbsCEBYWxvTp05k3bx5t27alXbt2LFiwAIDLLrusaQ9YiGNUU9RVnzVr1rB7926mTZvWZMcnRGvQFPX0zDPPJDIykkmTJnHvvfdis9lYtGgRu3fv5sILL2zyYxbiWNNU19Nnn32Ws846i5CQEL766ivuuOMOHnnkESIiImpf2KNLatU8vvnmGxWo9N+kSZNUVVXVp556Sk1OTlbNZrOakpKi3n333WpZWVnAPu688041Pj5eNZvNapcuXdSFCxeqHo8nYBuHw6HedtttalxcnBoaGqoOGjQoIF2XEKJmTVVXVVVVx40bp5511llNcVhCtCpNVU9//fVXdciQIWpUVJQaGhqqnnHGGepnn33WVIcpxDGtqerpxIkT1aioKDUoKEg95ZRT1Ndff73OZVVUVVXrGjUJIYQQQgghhE+rnFMhhBBCCCGEaDoSVAghhBBCCCHqRYIKIYQQQgghRL1IUCGEEEIIIYSoFwkqhBBCCCGEEPUiQYUQQgghhBCiXiSoEEIIIYQQQtSLBBVCCCGEEEKIepGgQgghRL2cf/753Hrrrc1dDCGEEM1IggohhBBNZu3atSiKQm5ubnMXRQghRAOSoEIIIYQQQghRLxJUCCGEqLWioiKuvvpqQkJCSEhIYOHChQHPv/HGG/Tt25fQ0FDatGnD+PHjyczMBCA1NZUBAwYAEBkZiaIoTJ48GQCPx8PDDz9Mhw4dsNls9OzZkw8++KBJj00IIcTRk6BCCCFErd1xxx18++23fPTRR3z55ZesXbuW3377TX/e6XQyf/58Nm3axIoVK0hNTdUDh7Zt27Js2TIAtm7dSnp6Ok899RQADz/8MK+//jovvPACf//9NzNnzuSqq67i22+/bfJjFEIIUXeKqqpqcxdCCCFEy1dYWEh0dDRvvvkml112GQCHDx8mOTmZ6667jieffLLSa9avX89pp51GQUEBISEhrF27lgEDBpCTk0NERAQAZWVlREVF8fXXX3PmmWfqr502bRrFxcW8/fbbTXF4Qggh6sHU3AUQQghxbNi5cycOh4N+/frpj0VFRdG1a1f97w0bNnDfffexadMmcnJy8Hg8AKSlpdG9e/cq97tjxw6Ki4sZPHhwwOMOh4PevXs3wpEIIYRoaBJUCCGEaBBFRUUMHTqUoUOH8tZbbxEbG0taWhpDhw7F4XBU+7rCwkIAPv30U5KSkgKes1gsjVpmIYQQDUOCCiGEELXSqVMnzGYzP//8MykpKQDk5OSwbds2zjvvPLZs2UJ2djaPPPIIbdu2BbThT/6CgoIAcLvd+mPdu3fHYrGQlpbGeeed10RHI4QQoiFJUCGEEKJWQkJCmDp1KnfccQfR0dHExcUxd+5cDAYt50dKSgpBQUE888wzTJ8+nb/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+ "image/png": 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", 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" ] @@ -697,7 +697,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.6" + "version": "3.11.4" }, "orig_nbformat": 4, "vscode": { diff --git a/src/spei/si.py b/src/spei/si.py index ca2382f..c749182 100644 --- a/src/spei/si.py +++ b/src/spei/si.py @@ -43,7 +43,7 @@ def compute_si_ppf( series = validate_series(series) if index is None: index = validate_index(series.index) - series = series.set_index(index, inplace=False) + series = series.reindex(index, copy=True) inf_freq = infer_frequency(index) dfval = group_yearly_df(series=series) From e237b4fd1346349f4a46b21ce154341328a58d1a Mon Sep 17 00:00:00 2001 From: Martin Vonk Date: Tue, 3 Oct 2023 10:22:34 +0200 Subject: [PATCH 08/38] try to fix some mypy errors --- src/spei/utils.py | 17 ++++++++--------- 1 file changed, 8 insertions(+), 9 deletions(-) diff --git a/src/spei/utils.py b/src/spei/utils.py index 5b08137..8372ace 100644 --- a/src/spei/utils.py +++ b/src/spei/utils.py @@ -74,22 +74,21 @@ def infer_frequency(index: DatetimeIndex) -> str: def group_yearly_df(series: Series) -> DataFrame: strfstr: str = "%m-%d %H:%M:%S" grs = {} - for year, gry in series.groupby(Grouper(freq="Y")): + for year_timestamp, gry in series.groupby(Grouper(freq="Y")): + index = validate_index(gry.index) gry.index = to_datetime( - "2000-" + gry.index.strftime(strfstr), format="%Y-" + strfstr + "2000-" + index.strftime(strfstr), format="%Y-" + strfstr ) - grs[year.year] = gry + year = getattr(year_timestamp, "year") # type: str + grs[year] = gry return concat(grs, axis=1) def get_data_series(group_df: DataFrame) -> Series: strfstr: str = "%m-%d %H:%M:%S" - + index = validate_index(group_df.index) idx = array( - [ - (f"{col}-" + group_df.index.strftime(strfstr)).tolist() - for col in group_df.columns - ] + [(f"{col}-" + index.strftime(strfstr)).tolist() for col in group_df.columns] ).flatten() # remove illegal 29 febraury for non leap years created by group_yearly_df boolidx = ~array( @@ -102,7 +101,7 @@ def get_data_series(group_df: DataFrame) -> Series: dt_idx = to_datetime(idx[boolidx], format="%Y-" + strfstr) values = group_df.transpose().values.flatten()[boolidx] - return Series(values, index=dt_idx).dropna() + return Series(values, index=dt_idx, dtype=float).dropna() def dist_test( From baffe85668ed403aedbe6ffabc166ed46c579770 Mon Sep 17 00:00:00 2001 From: Martin Vonk Date: Tue, 10 Oct 2023 14:15:04 +0200 Subject: [PATCH 09/38] fully test py312 --- .github/workflows/tests.yml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml index f9b476c..4f8bf78 100644 --- a/.github/workflows/tests.yml +++ b/.github/workflows/tests.yml @@ -33,10 +33,10 @@ jobs: toxenv: py311 experimental: false - name: Test suite with py312-ubuntu - python: "3.12-dev" + python: "3.12" os: ubuntu-latest toxenv: py312 - experimental: true + experimental: false - name: Type check with mypy python: "3.9" os: ubuntu-latest From 950b4c530e9a11dccb531c9555ece82d77a094d3 Mon Sep 17 00:00:00 2001 From: Martin Vonk Date: Thu, 14 Dec 2023 12:33:48 +0100 Subject: [PATCH 10/38] add tests for R --- tests/compare_R/spei_r.csv | 383 ++++++++++++++++++++++++++++++++++ tests/compare_R/test_martin.R | 44 ++++ tests/compare_R/use_r.txt | 3 + 3 files changed, 430 insertions(+) create mode 100644 tests/compare_R/spei_r.csv create mode 100644 tests/compare_R/test_martin.R create mode 100644 tests/compare_R/use_r.txt diff --git a/tests/compare_R/spei_r.csv b/tests/compare_R/spei_r.csv new file mode 100644 index 0000000..b6abed8 --- /dev/null +++ b/tests/compare_R/spei_r.csv @@ -0,0 +1,383 @@ +"","time","pexcess","spei1","spei3" +"1",1980,46.3,1.34659672743809,NA +"2",1980.08333333333,20.7,-0.0263436154881079,NA +"3",1980.16666666667,90.4614168317249,1.10742898462709,1.07977371937931 +"4",1980.25,-16.9925335578647,-0.505556054617336,0.225886913732903 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+context("spei") + +data(wichita) +attach(wichita) +wichita$PET <- thornthwaite(wichita$TMED, 37.6475) +wichita$BAL <- wichita$PRCP - wichita$PET + +data(balance) + +data(cruts4) + +x_vec <- as.numeric(wichita$BAL) +x_tsvec <- ts(x_vec, c(1980, 1), fr = 12) +spei1 <- SPEI::spei(x_tsvec, 1)$fitted +spei3 <- SPEI::spei(x_tsvec, 3)$fitted +write.csv(cbind("time" = time(x_tsvecs), "pexcess" = x_tsvec, "spei1" = spei1, "spei3" = spei3), "spei_r.csv") + +# read_csv <- read.csv('C:/Users/.../E5L_8810_spei30D_19812021_logL_rect.csv') + +# dataTable <- data.table(read_csv) + +# bic_daily <- dataTable$ppn - dataTable$pev + +# spei.cell <- spei( + +# ts(bic_daily, freq=365, start=c(1981,1,1)), + +# scale = 30, + +# kernel= list(type="rectangular", shift=0), + +# distribution="log-Logistic", + +# fit= "ub-pwm", + +# params=NULL, + +# na.rm=F, + +# ref.start=NULL, + +# ref.end=NULL + +# ) diff --git a/tests/compare_R/use_r.txt b/tests/compare_R/use_r.txt new file mode 100644 index 0000000..67c7ce0 --- /dev/null +++ b/tests/compare_R/use_r.txt @@ -0,0 +1,3 @@ +library(devtools) +devtools::load_all() +library(SPEI) From ce5cf4d3f589113ec4be6b5f77f9c6eaae57b6bf Mon Sep 17 00:00:00 2001 From: Martin Vonk <66305055+martinvonk@users.noreply.github.com> Date: Wed, 31 Jan 2024 11:14:01 +0100 Subject: [PATCH 11/38] Update README.md try to fix codacy --- README.md | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index f06aa95..7096cda 100644 --- a/README.md +++ b/README.md @@ -43,11 +43,11 @@ To get the development version download or clone the GitHub repository to your l ## Literature - 1. B. Lloyd-Hughes and M.A. Saunders (2002) - A Drought Climatology for Europe. DOI: 10.1002/joc.846 - 2. S.M. Vicente-Serrano, S. Beguería and J.I. López-Moreno (2010) - A Multi-scalar drought index sensitive to global warming: The Standardized Precipitation Evapotranspiration Index. DOI: 10.1175/2009JCLI2909.1 - 3. J.P.Bloomfield and B.P. Marchant, B. P. (2013) - Analysis of groundwater drought building on the standardised precipitation index approach. DOI: 10.5194/hess-17-4769-2013 - 4. A. Babre, A. Kalvāns, Z. Avotniece, I. Retiķe, J. Bikše, K.P.M. Jemeljanova, A. Zelenkevičs and A. Dēliņa (2022) - The use of predefined drought indices for the assessment of groundwater drought episodes in the Baltic States over the period 1989–2018. DOI: 10.1016/j.ejrh.2022.101049 - 5. E. Tijdeman, K. Stahl and L.M. Tallaksen (2020) - Drought characteristics derived based on the Standardized Streamflow Index: A large sample comparison for parametric and nonparametric methods. DOI: 10.1029/2019WR026315 +1. B. Lloyd-Hughes and M.A. Saunders (2002) - A Drought Climatology for Europe. DOI: 10.1002/joc.846 +2. S.M. Vicente-Serrano, S. Beguería and J.I. López-Moreno (2010) - A Multi-scalar drought index sensitive to global warming: The Standardized Precipitation Evapotranspiration Index. DOI: 10.1175/2009JCLI2909.1 +3. J.P. Bloomfield and B.P. Marchant, B. P. (2013) - Analysis of groundwater drought building on the standardised precipitation index approach. DOI: 10.5194/hess-17-4769-2013 +4. A. Babre, A. Kalvāns, Z. Avotniece, I. Retiķe, J. Bikše, K.P.M. Jemeljanova, A. Zelenkevičs and A. Dēliņa (2022) - The use of predefined drought indices for the assessment of groundwater drought episodes in the Baltic States over the period 1989–2018. DOI: 10.1016/j.ejrh.2022.101049 +5. E. Tijdeman, K. Stahl and L.M. Tallaksen (2020) - Drought characteristics derived based on the Standardized Streamflow Index: A large sample comparison for parametric and nonparametric methods. DOI: 10.1029/2019WR026315 Note that the method for calculating the drought indices does not come from these articles and SciPy is used for deriving the distribution. However the literature is helpful as a reference to understand the context and application of drought indices. From e2730e205ede26d447191b715048c315afa3ff53 Mon Sep 17 00:00:00 2001 From: Martin Vonk Date: Thu, 7 Mar 2024 13:51:34 +0100 Subject: [PATCH 12/38] add check for duplicated index #30 --- src/spei/utils.py | 9 +++++++++ tests/test_validate.py | 20 +++++++++++++++++--- 2 files changed, 26 insertions(+), 3 deletions(-) diff --git a/src/spei/utils.py b/src/spei/utils.py index 93ed57e..2b086bd 100644 --- a/src/spei/utils.py +++ b/src/spei/utils.py @@ -49,6 +49,15 @@ def validate_index(index: Index) -> DatetimeIndex: ) index = DatetimeIndex(to_datetime(index)) + if index.has_duplicates: + msg = ( + "Duplicated indices found. Please remove them. For instance by" + " using `series = " + "series.loc[~series.index.duplicated(keep='first/last')]`" + ) + logging.error(msg) + raise ValueError(msg) + return index diff --git a/tests/test_validate.py b/tests/test_validate.py index 537466d..17ea6dd 100644 --- a/tests/test_validate.py +++ b/tests/test_validate.py @@ -1,23 +1,37 @@ import logging import pytest -from pandas import DataFrame, Series, to_datetime +from pandas import DataFrame, DatetimeIndex, Series, Timestamp, to_datetime from spei.utils import validate_index, validate_series def test_validate_index(caplog) -> None: caplog.set_level(logging.INFO) - series = Series([1, 2, 3], index=["2018", "2019", "2020"]) + series = Series([1.0, 2.0, 3.0], index=["2018", "2019", "2020"]) validate_index(series.index) msg = ( f"Expected the index to be a DatetimeIndex. Automatically converted " f"{type(series.index)} using pd.to_datetime(Index)\n" ) - print(f"{caplog.text=}") assert msg in caplog.text +def test_validate_index_duplicated(caplog) -> None: + caplog.set_level(logging.ERROR) + series = Series( + [1.0, 1.0], + index=DatetimeIndex([Timestamp("2000-01-01"), Timestamp("2000-01-01")]), + ) + with pytest.raises(ValueError): + validate_index(series.index) + msg = ( + "Duplicated indices found. Please remove them. For instance by using" + "`series = series.loc[~series.index.duplicated(keep='first/last')]`" + ) + assert msg in caplog.text + + def test_validate_series() -> None: with pytest.raises(TypeError): validate_series([1, 2, 3]) From 457ca3214997fcb89a743ad3dc40729626f35245 Mon Sep 17 00:00:00 2001 From: Martin Vonk Date: Thu, 7 Mar 2024 13:55:18 +0100 Subject: [PATCH 13/38] update Future Pandas period strings FutureWarning: 'Y' is deprecated and will be removed in a future version, please use 'YE' instead. --- src/spei/climdex.py | 18 +++++++++--------- 1 file changed, 9 insertions(+), 9 deletions(-) diff --git a/src/spei/climdex.py b/src/spei/climdex.py index 189f1b8..a73c6f6 100644 --- a/src/spei/climdex.py +++ b/src/spei/climdex.py @@ -33,7 +33,7 @@ def sdii(series: Series, threshold: float = 1.0, period: str = "30D") -> Series: return series.loc[w].resample(period).sum() / w.sum() -def rnmm(series: Series, threshold: float, period: str = "1Y") -> Series: +def rnmm(series: Series, threshold: float, period: str = "1YE") -> Series: """Annual count of days when precipitation ≥ n mm. n is a user-defined threshold""" series = validate_series(series) _ = validate_index(series.index) @@ -43,12 +43,12 @@ def rnmm(series: Series, threshold: float, period: str = "1Y") -> Series: return w.resample(period).sum() -def r10mm(series: Series, threshold: float = 10.0, period: str = "1Y") -> Series: +def r10mm(series: Series, threshold: float = 10.0, period: str = "1YE") -> Series: """Annual count of days when precipitation ≥ 10 mm""" return rnmm(series=series, threshold=threshold, period=period) -def r20mm(series: Series, threshold: float = 20.0, period: str = "1Y") -> Series: +def r20mm(series: Series, threshold: float = 20.0, period: str = "1YE") -> Series: """Annual count of days when precipitation ≥ 20 mm""" return rnmm(series=series, threshold=threshold, period=period) @@ -75,7 +75,7 @@ def cwd(series: Series, threshold: float = 1.0, period: str = "365D") -> Series: return w.diff().rolling(period).sum().dropna().astype(int) -def prcptot(series: Series, period: str = "1Y") -> Series: +def prcptot(series: Series, period: str = "1YE") -> Series: """Total precipitation on wet days over a certain period""" series = validate_series(series) _ = validate_index(series.index) @@ -84,7 +84,7 @@ def prcptot(series: Series, period: str = "1Y") -> Series: def rnnp( - series: Series, quantile: float, threshold: float = 1.0, period: str = "1Y" + series: Series, quantile: float, threshold: float = 1.0, period: str = "1YE" ) -> Series: """Total amount of precipitation on wet days above certain quantile""" series = validate_series(series) @@ -97,21 +97,21 @@ def rnnp( def r95p( - series: Series, quantile: float = 0.95, threshold: float = 1.0, period: str = "1Y" + series: Series, quantile: float = 0.95, threshold: float = 1.0, period: str = "1YE" ) -> Series: """Total amount of precipitation on very wet days""" return rnnp(series=series, quantile=quantile, threshold=threshold, period=period) def r99p( - series: Series, quantile: float = 0.99, threshold: float = 1.0, period: str = "1Y" + series: Series, quantile: float = 0.99, threshold: float = 1.0, period: str = "1YE" ) -> Series: """Total amount of precipitation on extremely wet days""" return rnnp(series=series, quantile=quantile, threshold=threshold, period=period) def r95ptot( - series: Series, quantile: float = 0.95, threshold: float = 1.0, period: str = "1Y" + series: Series, quantile: float = 0.95, threshold: float = 1.0, period: str = "1YE" ) -> Series: """Contribution to total precipitation from very wet days""" r95 = r95p(series=series, quantile=quantile, threshold=threshold, period=period) @@ -120,7 +120,7 @@ def r95ptot( def r99ptot( - series: Series, quantile: float = 0.99, threshold: float = 1.0, period: str = "1Y" + series: Series, quantile: float = 0.99, threshold: float = 1.0, period: str = "1YE" ) -> Series: """Contribution to total precipitation from extremely wet days""" r99 = r99p(series=series, quantile=quantile, threshold=threshold, period=period) From 6119d504aacc550eb65cf1c51f0dc3661a523b0d Mon Sep 17 00:00:00 2001 From: Martin Vonk Date: Thu, 7 Mar 2024 13:59:29 +0100 Subject: [PATCH 14/38] drop python 3.8 support --- .github/workflows/tests.yml | 5 ----- pyproject.toml | 5 ++--- 2 files changed, 2 insertions(+), 8 deletions(-) diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml index 4f8bf78..e92131c 100644 --- a/.github/workflows/tests.yml +++ b/.github/workflows/tests.yml @@ -12,11 +12,6 @@ jobs: fail-fast: false matrix: include: - - name: Test suite with py38-ubuntu - python: "3.8" - os: ubuntu-latest - toxenv: py38 - experimental: false - name: Test suite with py39-ubuntu python: "3.9" os: ubuntu-latest diff --git a/pyproject.toml b/pyproject.toml index a389c4b..226658e 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -9,11 +9,10 @@ authors = [{ name = "Martin Vonk", email = "vonk.mart@gmail.com" }] description = "A simple Python package to calculate drought indices for time series such as the SPI, SPEI and SGI." readme = "README.md" license = { file = "LICENSE" } -requires-python = ">=3.8" +requires-python = ">=3.9" dependencies = ["numpy", "scipy", "matplotlib", "pandas"] classifiers = [ 'Programming Language :: Python :: 3 :: Only', - 'Programming Language :: Python :: 3.8', 'Programming Language :: Python :: 3.9', 'Programming Language :: Python :: 3.10', 'Programming Language :: Python :: 3.11', @@ -63,7 +62,7 @@ line-length = 88 legacy_tox_ini = """ [tox] requires = tox>=4 - env_list = format, type, lint, py38, py39, py310, py311, py312 + env_list = format, type, lint, py39, py310, py311, py312 [testenv] description = run unit tests From 84f4f041d5f83b219afcc352ce8356b4c7935e81 Mon Sep 17 00:00:00 2001 From: Martin Vonk Date: Thu, 7 Mar 2024 14:05:43 +0100 Subject: [PATCH 15/38] update actions/checkout and actions/setup-python --- .github/workflows/python-publish.yml | 4 ++-- .github/workflows/tests.yml | 4 ++-- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/.github/workflows/python-publish.yml b/.github/workflows/python-publish.yml index ea7327e..e61fdba 100644 --- a/.github/workflows/python-publish.yml +++ b/.github/workflows/python-publish.yml @@ -13,9 +13,9 @@ jobs: runs-on: ubuntu-latest steps: - - uses: actions/checkout@v3 + - uses: actions/checkout@v4 - name: Set up Python - uses: actions/setup-python@v4 + uses: actions/setup-python@v5 with: python-version: '3.x' - name: Install dependencies diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml index e92131c..8d3c801 100644 --- a/.github/workflows/tests.yml +++ b/.github/workflows/tests.yml @@ -67,10 +67,10 @@ jobs: # Pytest PYTEST_ADDOPTS: "--color=yes" steps: - - uses: actions/checkout@v3 + - uses: actions/checkout@v4 - name: Set up Python ${{ matrix.python }} - uses: actions/setup-python@v4 + uses: actions/setup-python@v5 with: python-version: ${{ matrix.python }} 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a/doc/_static/make_logo.py b/doc/_static/make_logo.py deleted file mode 100644 index da20ac1..0000000 --- a/doc/_static/make_logo.py +++ /dev/null @@ -1,10 +0,0 @@ -import matplotlib.pyplot as plt -from numpy import linspace, meshgrid - -fig, ax = plt.subplots(figsize=(27, 9)) -x, y = meshgrid((0, 100), linspace(0, 0.1, 1000)) -ax.contourf(x, y, y, cmap=plt.get_cmap("seismic_r"), levels=linspace(0, 0.1, 1000)) -ax.set_yticks([]) -ax.set_axis_off() - -fig.savefig("bg.png", dpi=1200, bbox_inches="tight", pad_inches=0) From 0d32a153b1eede5cfce904257ea20e4ef962610c Mon Sep 17 00:00:00 2001 From: Martin Vonk Date: Thu, 7 Mar 2024 14:15:08 +0100 Subject: [PATCH 17/38] black --- doc/examples/example04_package_comparison.ipynb | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/doc/examples/example04_package_comparison.ipynb b/doc/examples/example04_package_comparison.ipynb index 5fb8f1a..34d9764 100644 --- a/doc/examples/example04_package_comparison.ipynb +++ b/doc/examples/example04_package_comparison.ipynb @@ -84,7 +84,9 @@ "source": [ "# get rolling sum\n", "prec_rsum = prec.rolling(\"30D\", min_periods=30).sum().dropna()\n", - "prec_rsum.plot(grid=True, linewidth=0.5, title=\"Precipitation, 30day rolling sum\", figsize=(6.5, 4));" + "prec_rsum.plot(\n", + " grid=True, linewidth=0.5, title=\"Precipitation, 30day rolling sum\", figsize=(6.5, 4)\n", + ");" ] }, { From 1e06fc5d2bf52c7ade2789c5f4c3c3f3448095d4 Mon Sep 17 00:00:00 2001 From: Martin Vonk Date: Thu, 7 Mar 2024 23:57:54 +0100 Subject: [PATCH 18/38] make seperate fit_dist function if pars are not return (e.g. with the norm distribution) --- src/spei/si.py | 46 +++++++++++++++++++++++++++++----------------- 1 file changed, 29 insertions(+), 17 deletions(-) diff --git a/src/spei/si.py b/src/spei/si.py index c749182..6a18ae3 100644 --- a/src/spei/si.py +++ b/src/spei/si.py @@ -1,4 +1,4 @@ -from typing import Optional, Union +from typing import Optional, Tuple, Union from numpy import linspace, std from pandas import DatetimeIndex, Grouper, Series @@ -51,35 +51,47 @@ def compute_si_ppf( for _, grval in dfval.groupby(Grouper(freq=inf_freq)): data = get_data_series(grval) if prob_zero: - cdf = compute_cdf_probzero(data=data.values, dist=dist) + p0 = (data == 0.0).sum() / len(data) + pars, loc, scale = fit_dist(data=data[data != 0.0], dist=dist) + cdf_sub = compute_cdf(data=data, dist=dist, loc=loc, scale=scale, pars=pars) + cdf = p0 + (1 - p0) * cdf_sub + cdf[data == 0.0] = p0 else: - cdf = compute_cdf(data=data.values, dist=dist) + pars, loc, scale = fit_dist(data=data, dist=dist) + cdf = compute_cdf(data=data, dist=dist, loc=loc, scale=scale, pars=pars) ppf = norm.ppf(cdf) si.loc[data.index] = ppf return si -def compute_cdf( - data: Union[Series, NDArrayFloat], dist: ContinuousDist -) -> NDArrayFloat: - *pars, loc, scale = dist.fit(data, scale=std(data)) - cdf = dist.cdf(data, pars, loc=loc, scale=scale) - return cdf +def fit_dist(data: Union[Series, NDArrayFloat], dist: ContinuousDist) -> Tuple: + """Fit a Scipy Continuous Distribution""" + fit_tuple = dist.fit(data, scale=std(data)) + if len(fit_tuple) == 2: + loc, scale = fit_tuple + pars = None + else: + *pars, loc, scale = fit_tuple + return pars, loc, scale -def compute_cdf_probzero( - data: Union[Series, NDArrayFloat], dist: ContinuousDist +def compute_cdf( + data: Union[Series, NDArrayFloat], + dist: ContinuousDist, + loc: float, + scale: float, + pars: Optional[Tuple[float]] = None, ) -> NDArrayFloat: - p0 = (data == 0.0).sum() / len(data) - *pars, loc, scale = dist.fit(data[data != 0.0], scale=std(data)) - cdf_sub = dist.cdf(data, pars, loc=loc, scale=scale) - cdf = p0 + (1 - p0) * cdf_sub - cdf[data == 0.0] = p0 + """Compute cumulative density function of a Scipy Continuous Distribution""" + if pars is not None: + cdf = dist.cdf(data, pars, loc=loc, scale=scale) + else: + cdf = dist.cdf(data, loc=loc, scale=scale) return cdf def compute_cdf_nsf(data: Union[Series, NDArrayFloat]) -> NDArrayFloat: - """Normal Scores Transform""" + """Compute cumulative density function using the Normal Scores Transform""" n = data.size cdf = linspace(1 / (2 * n), 1 - 1 / (2 * n), n) return cdf From ad36768d18e1d0e80b40b19b66e305b3e26debcd Mon Sep 17 00:00:00 2001 From: Martin Vonk Date: Fri, 8 Mar 2024 00:35:45 +0100 Subject: [PATCH 19/38] Create example_testr.py --- doc/examples/example_testr.py | 87 +++++++++++++++++++++++++++++++++++ 1 file changed, 87 insertions(+) create mode 100644 doc/examples/example_testr.py diff --git a/doc/examples/example_testr.py b/doc/examples/example_testr.py new file mode 100644 index 0000000..1cdf403 --- /dev/null +++ b/doc/examples/example_testr.py @@ -0,0 +1,87 @@ +# %% +import numpy as np +import spei as si +import pandas as pd +import matplotlib.pyplot as plt +import scipy.stats as scs + +# %% +fileurl = "https://raw.githubusercontent.com/pastas/pastas/master/doc/examples/data" +prec = ( + pd.read_csv(f"{fileurl}/rain_nb1.csv", index_col=0, parse_dates=True) + .squeeze() + .multiply(1e3) +) # to mm +evap = ( + pd.read_csv(f"{fileurl}/evap_nb1.csv", index_col=0, parse_dates=True) + .squeeze() + .multiply(1e3) +) # to mm + +series = (prec - evap).dropna().rolling("90D").sum() +index = series.index +dfval = si.utils.group_yearly_df(series=series) +inf_freq = si.utils.infer_frequency(index) +dist = scs.fisk +# %% +# groubpy Y +sti = pd.Series(index=index, dtype=float) +for _, grval in dfval.groupby(pd.Grouper(freq=inf_freq)): + data = si.utils.get_data_series(grval) + pars, loc, scale = si.si.fit_dist(data=data, dist=dist) + cdf = si.si.compute_cdf( + data=data.values, + dist=dist, + loc=loc, + scale=scale, + pars=pars, + ) + ppf = scs.norm.ppf(cdf) + sti.loc[data.index] = ppf + +# %% +window = 31 +window = window + 1 if window % 2 == 0 else window # make sure window is odd +period = int(np.ceil(window / 2)) # period around window +# fill values around data to get cyclic period window +dfval_window_index_start = [ + dfval.index[0] + pd.Timedelta(value=-i, unit=inf_freq) + for i in reversed(range(1, period)) +] +dfval_window_index_end = [ + dfval.index[-1] + pd.Timedelta(value=i, unit=inf_freq) for i in range(1, period) +] +dfval_window_index = pd.DatetimeIndex( + dfval_window_index_start + dfval.index.to_list() + dfval_window_index_end +) + +dfval_window = pd.DataFrame( + np.nan, index=dfval_window_index, columns=dfval.columns, dtype=float +) +dfval_window.loc[dfval.index, dfval.columns] = dfval.values +dfval_window.iloc[:period-1] = dfval.iloc[-period+1:].values +dfval_window.iloc[-period+1:] = dfval.iloc[:period-1].values + +# loop through window +stiw = pd.Series(np.nan, index=index, dtype=float) +for dfval_rwindow in dfval_window.rolling(window=window, min_periods=window, closed="right"): + if len(dfval_rwindow) < window: + continue # min_periods ignored by Rolling.__iter__ + data_window = dfval_rwindow.values.ravel() + data_window = data_window[~np.isnan(data_window)] + pars, loc, scale = si.si.fit_dist(data=data_window, dist=dist) + data = si.utils.get_data_series(dfval_rwindow.iloc[[period]]) + cdf = si.si.compute_cdf( + data=data.values, + dist=dist, + loc=loc, + scale=scale, + pars=pars, + ) + ppf = scs.norm.ppf(cdf) + stiw.loc[data.index] = ppf +# %% +sd = pd.Timestamp("2015") +sti.loc[sd:].plot() +stiw.loc[sd:].plot() +# %% From 340d6c0030d0f6ad1864c3c3da16aa11fe6ff834 Mon Sep 17 00:00:00 2001 From: Martin Vonk Date: Mon, 11 Mar 2024 15:42:12 +0100 Subject: [PATCH 20/38] update dists move scripts related to distributions to dist.py fit dist with rolling window or groubpy frequency --- src/spei/__init__.py | 2 +- src/spei/dist.py | 302 +++++++++++++++++++++++++++++++++++++++++++ src/spei/si.py | 135 +++++-------------- src/spei/utils.py | 153 +++++----------------- 4 files changed, 369 insertions(+), 223 deletions(-) create mode 100644 src/spei/dist.py diff --git a/src/spei/__init__.py b/src/spei/__init__.py index 8a746bf..0a57abb 100644 --- a/src/spei/__init__.py +++ b/src/spei/__init__.py @@ -1,4 +1,4 @@ # flake8: noqa -from . import climdex, plot, si, utils +from . import climdex, dist, plot, si, utils from ._version import __version__, show_versions from .si import sgi, spei, spi, ssfi diff --git a/src/spei/dist.py b/src/spei/dist.py new file mode 100644 index 0000000..07f1173 --- /dev/null +++ b/src/spei/dist.py @@ -0,0 +1,302 @@ +import logging +from typing import List, Optional, Tuple, Union + +from numpy import ceil, isnan, linspace, nan, std +from pandas import DataFrame, DatetimeIndex, Grouper, Series, Timedelta +from scipy.stats import ( + fisk, + gamma, + genextreme, + genlogistic, + kstest, + logistic, + lognorm, + norm, + pearson3, +) + +from ._typing import ContinuousDist, NDArrayFloat +from .utils import ( + daily_window_groupby_yearly_df, + get_data_series, + group_yearly_df, + infer_frequency, + validate_index, + validate_series, +) + + +def compute_si_ppf( + series: Series, + dist: ContinuousDist, + prob_zero: bool, + freq: Optional[str] = None, + window: int = 0, +) -> Series: + """Internal helper function to calculate drought index + + Parameters + ---------- + series : Series + Series with observations + dist : ContinuousDist + Continuous distribution from the SciPy library + index : DatetimeIndex, optional + DatetimeIndex with the date of the observations + prob_zero : bool, optional + Apply logic to observations that have value zero and calculate their + probability seperately, by default False + + Returns + ------- + Series + Series with probability point function, ppf + """ + + series = validate_series(series) + index = validate_index(series.index) + series = series.reindex(index, copy=True) + + if freq is None: + freq = infer_frequency(index) + + dfval = group_yearly_df(series=series) + + if window > 0: + si = compute_ppf_rolling_window( + dfval=dfval, + index=index, + dist=dist, + prob_zero=prob_zero, + freq=freq, + window=window, + ) + else: + si = compute_ppf_groupby_freq( + dfval=dfval, index=index, dist=dist, prob_zero=prob_zero, freq=freq + ) + return si + + +def compute_ppf_groupby_freq( + dfval: DataFrame, + index: DatetimeIndex, + dist: ContinuousDist, + prob_zero: bool, + freq: str, +) -> Series: + logging.info("Using rolling groupby frequency method") + si = Series(nan, index=index, dtype=float) # type: Series + for _, grval in dfval.groupby(Grouper(freq=freq)): + data = get_data_series(grval) + if prob_zero: + p0 = (data == 0.0).sum() / len(data) + pars, loc, scale = fit_dist(data=data[data != 0.0], dist=dist) + cdf_sub = compute_cdf(data=data, dist=dist, loc=loc, scale=scale, pars=pars) + cdf = p0 + (1 - p0) * cdf_sub + cdf[data == 0.0] = p0 + else: + pars, loc, scale = fit_dist(data=data, dist=dist) + cdf = compute_cdf(data=data, dist=dist, loc=loc, scale=scale, pars=pars) + ppf = norm.ppf(cdf) + si.loc[data.index] = ppf + return si + + +def compute_ppf_rolling_window( + dfval: DataFrame, + index: DatetimeIndex, + dist: ContinuousDist, + prob_zero: bool, + freq: str, + window: int, +) -> Series: + + if freq not in ("d", "w", "D", "W"): # TODO: 14D etc. should also work. + raise ValueError( + f"Frequency freq must be 'D' or 'W', not '{freq}', if a window is provided." + ) + logging.info("Using rolling window method") + + if window < 3: + logging.error("Window should be larger than 2. Setting the window value to 3.") + window = 3 # make sure window is at least three (value itself plus one to the left and right) + elif window % 2 == 0: + logging.error(f"Window should be odd. Setting the window value to {window + 1}") + window += 1 # make sure window is odd + + period = int(ceil(window / 2)) + if freq in ("W", "w"): + period = Timedelta(value=period, unit="W").days + window = period * 2 + 1 + + si = Series(nan, index=index, dtype=float) # type: Series + dfval_window = daily_window_groupby_yearly_df(dfval=dfval, period=period) + for dfval_rwindow in dfval_window.rolling( + window=window, min_periods=window, closed="right" + ): + if len(dfval_rwindow) < window: + continue # min_periods ignored by Rolling.__iter__ + data_window = dfval_rwindow.values.ravel() + data_window = data_window[~isnan(data_window)] + if prob_zero: + p0 = (data_window == 0.0).sum() / len(data_window) + pars, loc, scale = fit_dist(data=data_window[data_window != 0.0], dist=dist) + data = get_data_series(dfval_rwindow.iloc[[period]]) + cdf_sub = compute_cdf( + data=data.values.astype(float), + dist=dist, + loc=loc, + scale=scale, + pars=pars, + ) + cdf = p0 + (1 - p0) * cdf_sub + cdf[data == 0.0] = p0 + else: + pars, loc, scale = si.si.fit_dist(data=data_window, dist=dist) + data = get_data_series(dfval_rwindow.iloc[[period]]) + cdf = si.si.compute_cdf( + data=data.values.astype(float), + dist=dist, + loc=loc, + scale=scale, + pars=pars, + ) + ppf = norm.ppf(cdf) + si.loc[data.index] = ppf + return si + + +def fit_dist(data: Union[Series, NDArrayFloat], dist: ContinuousDist) -> Tuple: + """Fit a Scipy Continuous Distribution""" + fit_tuple = dist.fit(data, scale=std(data)) + if len(fit_tuple) == 2: + loc, scale = fit_tuple + pars = None + else: + *pars, loc, scale = fit_tuple + return pars, loc, scale + + +def compute_cdf( + data: Union[Series, NDArrayFloat], + dist: ContinuousDist, + loc: float, + scale: float, + pars: Optional[Tuple[float]] = None, +) -> NDArrayFloat: + """Compute cumulative density function of a Scipy Continuous Distribution""" + if pars is not None: + cdf = dist.cdf(data, pars, loc=loc, scale=scale) + else: + cdf = dist.cdf(data, loc=loc, scale=scale) + return cdf + + +def compute_cdf_nsf(data: Union[Series, NDArrayFloat]) -> NDArrayFloat: + """Compute cumulative density function using the Normal Scores Transform""" + n = data.size + cdf = linspace(1 / (2 * n), 1 - 1 / (2 * n), n) + return cdf + + +def fit_test( + series: Union[Series, NDArrayFloat], + dist: ContinuousDist, + alpha: float = 0.05, +) -> Tuple[str, float, bool, tuple]: + """Fit a distribution and perform the two-sided + Kolmogorov-Smirnov test for goodness of fit. The + null hypothesis is that the data and distributions + are identical, the alternative is that they are + not identical. [scipy_2021]_ + + Parameters + ---------- + data : Union[Series, NDArray[float]] + pandas Series or numpy array of floats of observations of random + variables + dist: scipy.stats.rv_continuous + Can be any continuous distribution from the + scipy.stats library. + alpha : float, optional + Significance level for testing, default is 0.05 + which is equal to a a confidence level of 95%; + that is, the null hypothesis will be rejected in + favor of the alternative if the p-value is + less than 0.05. + + Returns + ------- + string, float, bool, tuple + distribution name, p-value and fitted parameters + + References + ------- + .. [scipy_2021] Onnen, H.: Intro to Probability + Distributions and Distribution Fitting with Pythons + SciPy, 2021. + """ + fitted = dist.fit(series, scale=std(series)) + dist_name = getattr(dist, "name") + ks = kstest(rvs=series, cdf=dist_name, args=fitted)[1] + rej_h0 = ks < alpha + return dist_name, ks, rej_h0, fitted + + +def dists_test( + series: Union[Series, NDArrayFloat], + distributions: Optional[List[ContinuousDist]] = None, + alpha: float = 0.05, +) -> DataFrame: + """Fit a list of distribution and perform the + two-sided Kolmogorov-Smirnov test for goodness + of fit. The null hypothesis is that the data and + distributions are identical, the alternative is + that they are not identical. [scipy_2021]_ + + Parameters + ---------- + series : Union[Series, NDArray[float]] + pandas Series with observations of random variables + distributions : list of scipy.stats.rv_continuous, optional + A list of (can be) any continuous distribution from the scipy.stats + library, by default None which makes a custom selection + alpha : float, optional + Significance level for testing, default is 0.05 + which is equal to a a confidence level of 95%; + that is, the null hypothesis will be rejected in + favor of the alternative if the p-value is + less than 0.05. + + Returns + ------- + pandas.DataFrame + DataFrame with the distribution names, + pvalues and parameters + + References + ------- + .. [scipy_2021] Onnen, H.: Intro to Probability + Distributions and Distribution Fitting with Pythons + SciPy, 2021. + """ + if distributions is None: + distributions = [ + norm, + gamma, + genextreme, + pearson3, + fisk, + lognorm, + logistic, + genlogistic, + ] + + df = DataFrame([fit_test(series, D, alpha) for D in distributions]) + cols = ["Distribution", "KS p-value", "Reject H0"] + cols += [f"Param {i+1}" for i in range(len(df.columns) - len(cols))] + df = df.rename(columns=dict(zip(df.columns, cols))).set_index(cols[0]) + df["Dist"] = distributions + + return df diff --git a/src/spei/si.py b/src/spei/si.py index 6a18ae3..d220df4 100644 --- a/src/spei/si.py +++ b/src/spei/si.py @@ -1,100 +1,11 @@ -from typing import Optional, Tuple, Union +from typing import Optional -from numpy import linspace, std -from pandas import DatetimeIndex, Grouper, Series +from pandas import Series from scipy.stats import fisk, gamma, genextreme, norm -from ._typing import ContinuousDist, NDArrayFloat -from .utils import ( - get_data_series, - group_yearly_df, - infer_frequency, - validate_index, - validate_series, -) - - -def compute_si_ppf( - series: Series, - dist: ContinuousDist, - index: Optional[DatetimeIndex] = None, - prob_zero: bool = False, -) -> Series: - """Internal helper function to calculate drought index - - Parameters - ---------- - series : Series - Series with observations - dist : ContinuousDist - Continuous distribution from the SciPy library - index : DatetimeIndex, optional - DatetimeIndex with the date of the observations - prob_zero : bool, optional - Apply logic to observations that have value zero and calculate their - probability seperately, by default False - - Returns - ------- - Series - Series with probability point function, ppf - """ - - series = validate_series(series) - if index is None: - index = validate_index(series.index) - series = series.reindex(index, copy=True) - - inf_freq = infer_frequency(index) - dfval = group_yearly_df(series=series) - si = Series(index=index, dtype=float) # type: Series - for _, grval in dfval.groupby(Grouper(freq=inf_freq)): - data = get_data_series(grval) - if prob_zero: - p0 = (data == 0.0).sum() / len(data) - pars, loc, scale = fit_dist(data=data[data != 0.0], dist=dist) - cdf_sub = compute_cdf(data=data, dist=dist, loc=loc, scale=scale, pars=pars) - cdf = p0 + (1 - p0) * cdf_sub - cdf[data == 0.0] = p0 - else: - pars, loc, scale = fit_dist(data=data, dist=dist) - cdf = compute_cdf(data=data, dist=dist, loc=loc, scale=scale, pars=pars) - ppf = norm.ppf(cdf) - si.loc[data.index] = ppf - return si - - -def fit_dist(data: Union[Series, NDArrayFloat], dist: ContinuousDist) -> Tuple: - """Fit a Scipy Continuous Distribution""" - fit_tuple = dist.fit(data, scale=std(data)) - if len(fit_tuple) == 2: - loc, scale = fit_tuple - pars = None - else: - *pars, loc, scale = fit_tuple - return pars, loc, scale - - -def compute_cdf( - data: Union[Series, NDArrayFloat], - dist: ContinuousDist, - loc: float, - scale: float, - pars: Optional[Tuple[float]] = None, -) -> NDArrayFloat: - """Compute cumulative density function of a Scipy Continuous Distribution""" - if pars is not None: - cdf = dist.cdf(data, pars, loc=loc, scale=scale) - else: - cdf = dist.cdf(data, loc=loc, scale=scale) - return cdf - - -def compute_cdf_nsf(data: Union[Series, NDArrayFloat]) -> NDArrayFloat: - """Compute cumulative density function using the Normal Scores Transform""" - n = data.size - cdf = linspace(1 / (2 * n), 1 - 1 / (2 * n), n) - return cdf +from ._typing import ContinuousDist +from .dist import compute_cdf_nsf, compute_si_ppf +from .utils import validate_index, validate_series def sgi(series: Series) -> Series: @@ -123,14 +34,18 @@ def sgi(series: Series) -> Series: si = Series(index=index, dtype=float) # type: Series for month in range(1, 13): data = series[index.month == month].sort_values() - cdf = compute_cdf_nsf(data=data.values) + cdf = compute_cdf_nsf(data=data.values.astype(float)) si.loc[data.index] = norm.ppf(cdf) return si def spi( - series: Series, dist: ContinuousDist = gamma, prob_zero: bool = False + series: Series, + dist: ContinuousDist = gamma, + prob_zero: bool = True, + freq: Optional[str] = None, + window: int = 0, ) -> Series: """Method to compute the Standardized Precipitation Index [spi_2002]_. @@ -159,10 +74,18 @@ def spi( 22, 1571-1592, 2002. """ - return compute_si_ppf(series=series, dist=dist, prob_zero=prob_zero) + return compute_si_ppf( + series=series, dist=dist, prob_zero=prob_zero, freq=freq, window=window + ) -def spei(series: Series, dist: ContinuousDist = fisk) -> Series: +def spei( + series: Series, + dist: ContinuousDist = fisk, + prob_zero: bool = True, + freq: Optional[str] = None, + window: int = 0, +) -> Series: """Method to compute the Standardized Precipitation Evaporation Index [spei_2010]_. @@ -189,10 +112,18 @@ def spei(series: Series, dist: ContinuousDist = fisk) -> Series: Journal of Climate, 23, 1696-1718, 2010. """ - return compute_si_ppf(series=series, dist=dist) + return compute_si_ppf( + series=series, dist=dist, prob_zero=prob_zero, freq=freq, window=window + ) -def ssfi(series: Series, dist: Optional[ContinuousDist] = genextreme) -> Series: +def ssfi( + series: Series, + dist: Optional[ContinuousDist] = genextreme, + prob_zero: bool = True, + freq: Optional[str] = None, + window: int = 0, +) -> Series: """Method to compute the Standardized StreamFlow Index [ssfi_2020]_. Parameters @@ -218,4 +149,6 @@ def ssfi(series: Series, dist: Optional[ContinuousDist] = genextreme) -> Series: and nonparametric methods. Water Resources Research, 56, 2020. """ - return compute_si_ppf(series=series, dist=dist) + return compute_si_ppf( + series=series, dist=dist, prob_zero=prob_zero, freq=freq, window=window + ) diff --git a/src/spei/utils.py b/src/spei/utils.py index 77cd97a..65ff6d1 100644 --- a/src/spei/utils.py +++ b/src/spei/utils.py @@ -2,30 +2,18 @@ from calendar import isleap from typing import List, Optional, Tuple, Union -from numpy import array, std +from numpy import array, nan from pandas import ( DataFrame, DatetimeIndex, Grouper, Index, Series, + Timedelta, concat, infer_freq, to_datetime, ) -from scipy.stats import ( - fisk, - gamma, - genextreme, - genlogistic, - kstest, - logistic, - lognorm, - norm, - pearson3, -) - -from ._typing import ContinuousDist, NDArrayFloat def validate_series(series: Series) -> Series: @@ -75,15 +63,23 @@ def infer_frequency(index: DatetimeIndex) -> str: """Infer frequency""" inf_freq = infer_freq(index) if inf_freq is None: - logging.info("Could not infer frequency from index, using monthly frequency") + logging.info( + "Could not infer frequency from index, using monthly frequency instead" + ) inf_freq = "M" + else: + logging.info(f"Inferred frequency '{inf_freq}' from index") + if "W-" in inf_freq: + logging.info(f"Converted frequncy weekly '{inf_freq}' to 'W'") + inf_freq = "W" return inf_freq def group_yearly_df(series: Series) -> DataFrame: + """Group series in a DataFrame with date (in the year 2000) as index and year as columns.""" strfstr: str = "%m-%d %H:%M:%S" grs = {} - for year_timestamp, gry in series.groupby(Grouper(freq="Y")): + for year_timestamp, gry in series.groupby(Grouper(freq="YE")): index = validate_index(gry.index) gry.index = to_datetime( "2000-" + index.strftime(strfstr), format="%Y-" + strfstr @@ -94,6 +90,7 @@ def group_yearly_df(series: Series) -> DataFrame: def get_data_series(group_df: DataFrame) -> Series: + """Transform grouped dataframe by yearly values back to time series.""" strfstr: str = "%m-%d %H:%M:%S" index = validate_index(group_df.index) idx = array( @@ -113,109 +110,23 @@ def get_data_series(group_df: DataFrame) -> Series: return Series(values, index=dt_idx, dtype=float).dropna() -def dist_test( - series: Union[Series, NDArrayFloat], - dist: ContinuousDist, - N: int = 100, - alpha: float = 0.05, -) -> Tuple[str, float, bool, tuple]: - """Fit a distribution and perform the two-sided - Kolmogorov-Smirnov test for goodness of fit. The - null hypothesis is that the data and distributions - are identical, the alternative is that they are - not identical. [scipy_2021]_ - - Parameters - ---------- - data : Union[Series, NDArray[float]] - pandas Series or numpy array of floats of observations of random - variables - dist: scipy.stats.rv_continuous - Can be any continuous distribution from the - scipy.stats library. - N : int, optional - Sample size, by default 100 - alpha : float, optional - Significance level for testing, default is 0.05 - which is equal to a a confidence level of 95%; - that is, the null hypothesis will be rejected in - favor of the alternative if the p-value is - less than 0.05. - - Returns - ------- - string, float, bool, tuple - distribution name, p-value and fitted parameters - - References - ------- - .. [scipy_2021] Onnen, H.: Intro to Probability - Distributions and Distribution Fitting with Pythons - SciPy, 2021. - """ - fitted = dist.fit(series, scale=std(series)) - dist_name = getattr(dist, "name") - ks = kstest(series, dist_name, fitted, N=N)[1] - rej_h0 = ks < alpha - return dist_name, ks, rej_h0, fitted - - -def dists_test( - series: Union[Series, NDArrayFloat], - distributions: Optional[List[ContinuousDist]] = None, - N: int = 100, - alpha: float = 0.05, -) -> DataFrame: - """Fit a list of distribution and perform the - two-sided Kolmogorov-Smirnov test for goodness - of fit. The null hypothesis is that the data and - distributions are identical, the alternative is - that they are not identical. [scipy_2021]_ - - Parameters - ---------- - series : Union[Series, NDArray[float]] - pandas Series with observations of random variables - distributions : list of scipy.stats.rv_continuous, optional - A list of (can be) any continuous distribution from the scipy.stats - library, by default None which makes a custom selection - N : int, optional - Sample size, by default 100 - alpha : float, optional - Significance level for testing, default is 0.05 - which is equal to a a confidence level of 95%; - that is, the null hypothesis will be rejected in - favor of the alternative if the p-value is - less than 0.05. - - Returns - ------- - pandas.DataFrame - DataFrame with the distribution names, - pvalues and parameters - - References - ------- - .. [scipy_2021] Onnen, H.: Intro to Probability - Distributions and Distribution Fitting with Pythons - SciPy, 2021. - """ - if distributions is None: - distributions = [ - norm, - gamma, - genextreme, - pearson3, - fisk, - lognorm, - logistic, - genlogistic, - ] - - df = DataFrame([dist_test(series, D, N, alpha) for D in distributions]) - cols = ["Distribution", "KS p-value", "Reject H0"] - cols += [f"Param {i+1}" for i in range(len(df.columns) - len(cols))] - df = df.rename(columns=dict(zip(df.columns, cols))).set_index(cols[0]) - df["Dist"] = distributions +def daily_window_groupby_yearly_df(dfval: DataFrame, period: int) -> DataFrame: + """Fill a period of daily values in grouped by yearly DataFrame to get cyclic rolling window.""" + dfval_window_index_start = [ + dfval.index[0] + Timedelta(value=-i, unit="D") + for i in reversed(range(1, period)) + ] + dfval_window_index_end = [ + dfval.index[-1] + Timedelta(value=i, unit="D") for i in range(1, period) + ] + dfval_window_index = DatetimeIndex( + dfval_window_index_start + dfval.index.to_list() + dfval_window_index_end + ) - return df + dfval_window = DataFrame( + nan, index=dfval_window_index, columns=dfval.columns, dtype=float + ) + dfval_window.loc[dfval.index, dfval.columns] = dfval.values + dfval_window.iloc[: period - 1] = dfval.iloc[-period + 1 :].values + dfval_window.iloc[-period + 1 :] = dfval.iloc[: period - 1].values + return dfval_window From 2ac316a872f94e427ba55db2036684c63fe60245 Mon Sep 17 00:00:00 2001 From: Martin Vonk Date: Mon, 11 Mar 2024 15:42:26 +0100 Subject: [PATCH 21/38] bump version --- src/spei/_version.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/spei/_version.py b/src/spei/_version.py index 20cc753..066a16b 100644 --- a/src/spei/_version.py +++ b/src/spei/_version.py @@ -1,7 +1,7 @@ from importlib import metadata from platform import python_version -__version__ = "0.3.5" +__version__ = "0.4.0" def show_versions() -> None: From c315df5bc99182ddd6cddc1548bf17cba737f842 Mon Sep 17 00:00:00 2001 From: Martin Vonk Date: Mon, 11 Mar 2024 15:44:36 +0100 Subject: [PATCH 22/38] remove testing multiple distributions --- src/spei/dist.py | 72 ++-------------------------------------- src/spei/utils.py | 1 - tests/test_dist_utils.py | 7 ---- 3 files changed, 2 insertions(+), 78 deletions(-) delete mode 100644 tests/test_dist_utils.py diff --git a/src/spei/dist.py b/src/spei/dist.py index 07f1173..ad7ab04 100644 --- a/src/spei/dist.py +++ b/src/spei/dist.py @@ -1,19 +1,9 @@ import logging -from typing import List, Optional, Tuple, Union +from typing import Optional, Tuple, Union from numpy import ceil, isnan, linspace, nan, std from pandas import DataFrame, DatetimeIndex, Grouper, Series, Timedelta -from scipy.stats import ( - fisk, - gamma, - genextreme, - genlogistic, - kstest, - logistic, - lognorm, - norm, - pearson3, -) +from scipy.stats import kstest, norm from ._typing import ContinuousDist, NDArrayFloat from .utils import ( @@ -242,61 +232,3 @@ def fit_test( ks = kstest(rvs=series, cdf=dist_name, args=fitted)[1] rej_h0 = ks < alpha return dist_name, ks, rej_h0, fitted - - -def dists_test( - series: Union[Series, NDArrayFloat], - distributions: Optional[List[ContinuousDist]] = None, - alpha: float = 0.05, -) -> DataFrame: - """Fit a list of distribution and perform the - two-sided Kolmogorov-Smirnov test for goodness - of fit. The null hypothesis is that the data and - distributions are identical, the alternative is - that they are not identical. [scipy_2021]_ - - Parameters - ---------- - series : Union[Series, NDArray[float]] - pandas Series with observations of random variables - distributions : list of scipy.stats.rv_continuous, optional - A list of (can be) any continuous distribution from the scipy.stats - library, by default None which makes a custom selection - alpha : float, optional - Significance level for testing, default is 0.05 - which is equal to a a confidence level of 95%; - that is, the null hypothesis will be rejected in - favor of the alternative if the p-value is - less than 0.05. - - Returns - ------- - pandas.DataFrame - DataFrame with the distribution names, - pvalues and parameters - - References - ------- - .. [scipy_2021] Onnen, H.: Intro to Probability - Distributions and Distribution Fitting with Pythons - SciPy, 2021. - """ - if distributions is None: - distributions = [ - norm, - gamma, - genextreme, - pearson3, - fisk, - lognorm, - logistic, - genlogistic, - ] - - df = DataFrame([fit_test(series, D, alpha) for D in distributions]) - cols = ["Distribution", "KS p-value", "Reject H0"] - cols += [f"Param {i+1}" for i in range(len(df.columns) - len(cols))] - df = df.rename(columns=dict(zip(df.columns, cols))).set_index(cols[0]) - df["Dist"] = distributions - - return df diff --git a/src/spei/utils.py b/src/spei/utils.py index 65ff6d1..0890b3f 100644 --- a/src/spei/utils.py +++ b/src/spei/utils.py @@ -1,6 +1,5 @@ import logging from calendar import isleap -from typing import List, Optional, Tuple, Union from numpy import array, nan from pandas import ( diff --git a/tests/test_dist_utils.py b/tests/test_dist_utils.py deleted file mode 100644 index b318086..0000000 --- a/tests/test_dist_utils.py +++ /dev/null @@ -1,7 +0,0 @@ -from pandas import Series - -from spei.utils import dists_test - - -def test_dists_test(head: Series) -> None: - _ = dists_test(head) From 80da412580d132567a30ecd632a38eefdf24e100 Mon Sep 17 00:00:00 2001 From: Martin Vonk Date: Tue, 12 Mar 2024 00:39:27 +0100 Subject: [PATCH 23/38] move dist logic to FittedDist class --- src/spei/dist.py | 282 ++++++++++++++++++++++++---------------------- src/spei/plot.py | 2 +- src/spei/si.py | 24 ++-- src/spei/utils.py | 19 ++-- 4 files changed, 165 insertions(+), 162 deletions(-) diff --git a/src/spei/dist.py b/src/spei/dist.py index ad7ab04..eb9893f 100644 --- a/src/spei/dist.py +++ b/src/spei/dist.py @@ -1,5 +1,6 @@ import logging -from typing import Optional, Tuple, Union +from dataclasses import dataclass, field +from typing import Any, List, Literal, Optional, Tuple from numpy import ceil, isnan, linspace, nan, std from pandas import DataFrame, DatetimeIndex, Grouper, Series, Timedelta @@ -19,11 +20,14 @@ def compute_si_ppf( series: Series, dist: ContinuousDist, - prob_zero: bool, + prob_zero: bool = False, freq: Optional[str] = None, window: int = 0, + nsf: bool = False, ) -> Series: - """Internal helper function to calculate drought index + """Internal helper function to calculate propability point function of normal + distribution based on a cumulative density function of a fitted + distribution Parameters ---------- @@ -36,6 +40,13 @@ def compute_si_ppf( prob_zero : bool, optional Apply logic to observations that have value zero and calculate their probability seperately, by default False + window : int, optional + If a window is supplied, all data within the window is fitted for the + cumulative density function so a bitter fit can be ensured. Frequency + of the data must constant like 'D' or 'W'. + nsf : bool, optional + Use the normal scores transform to calculat the cumulative density + function Returns ------- @@ -50,59 +61,52 @@ def compute_si_ppf( if freq is None: freq = infer_frequency(index) - dfval = group_yearly_df(series=series) - if window > 0: - si = compute_ppf_rolling_window( - dfval=dfval, - index=index, + cdf = compute_cdf_rolling_window( + series=series, dist=dist, prob_zero=prob_zero, freq=freq, window=window, ) + elif nsf: + cdf = compute_cdf_nsf(series=series, freq=freq) else: - si = compute_ppf_groupby_freq( - dfval=dfval, index=index, dist=dist, prob_zero=prob_zero, freq=freq + cdf = compute_cdf_groupby_freq( + series=series, + dist=dist, + prob_zero=prob_zero, + freq=freq, ) - return si + return Series(norm.ppf(cdf.values, loc=0, scale=1), index=index, dtype=float) -def compute_ppf_groupby_freq( - dfval: DataFrame, - index: DatetimeIndex, +def compute_cdf_groupby_freq( + series: Series, dist: ContinuousDist, prob_zero: bool, freq: str, ) -> Series: logging.info("Using rolling groupby frequency method") - si = Series(nan, index=index, dtype=float) # type: Series + dfval = group_yearly_df(series=series) + cdf_series = Series(nan, index=series.index, dtype=float) for _, grval in dfval.groupby(Grouper(freq=freq)): data = get_data_series(grval) - if prob_zero: - p0 = (data == 0.0).sum() / len(data) - pars, loc, scale = fit_dist(data=data[data != 0.0], dist=dist) - cdf_sub = compute_cdf(data=data, dist=dist, loc=loc, scale=scale, pars=pars) - cdf = p0 + (1 - p0) * cdf_sub - cdf[data == 0.0] = p0 - else: - pars, loc, scale = fit_dist(data=data, dist=dist) - cdf = compute_cdf(data=data, dist=dist, loc=loc, scale=scale, pars=pars) - ppf = norm.ppf(cdf) - si.loc[data.index] = ppf - return si + fd = FittedDist(data=data, dist=dist, prob_zero=prob_zero) + cdf = fd.cdf() + cdf_series.loc[cdf.index] = cdf.values + return cdf_series -def compute_ppf_rolling_window( - dfval: DataFrame, - index: DatetimeIndex, +def compute_cdf_rolling_window( + series: Series, dist: ContinuousDist, prob_zero: bool, freq: str, window: int, ) -> Series: - if freq not in ("d", "w", "D", "W"): # TODO: 14D etc. should also work. + if freq not in ("d", "w", "D", "W"): # TODO: ideally 14D should also work. raise ValueError( f"Frequency freq must be 'D' or 'W', not '{freq}', if a window is provided." ) @@ -120,115 +124,125 @@ def compute_ppf_rolling_window( period = Timedelta(value=period, unit="W").days window = period * 2 + 1 - si = Series(nan, index=index, dtype=float) # type: Series + dfval = group_yearly_df(series=series) + cdf_series = Series(nan, index=series.index, dtype=float) dfval_window = daily_window_groupby_yearly_df(dfval=dfval, period=period) for dfval_rwindow in dfval_window.rolling( window=window, min_periods=window, closed="right" ): if len(dfval_rwindow) < window: continue # min_periods ignored by Rolling.__iter__ - data_window = dfval_rwindow.values.ravel() - data_window = data_window[~isnan(data_window)] - if prob_zero: - p0 = (data_window == 0.0).sum() / len(data_window) - pars, loc, scale = fit_dist(data=data_window[data_window != 0.0], dist=dist) - data = get_data_series(dfval_rwindow.iloc[[period]]) - cdf_sub = compute_cdf( - data=data.values.astype(float), - dist=dist, - loc=loc, - scale=scale, - pars=pars, - ) - cdf = p0 + (1 - p0) * cdf_sub - cdf[data == 0.0] = p0 - else: - pars, loc, scale = si.si.fit_dist(data=data_window, dist=dist) - data = get_data_series(dfval_rwindow.iloc[[period]]) - cdf = si.si.compute_cdf( - data=data.values.astype(float), - dist=dist, - loc=loc, - scale=scale, - pars=pars, - ) - ppf = norm.ppf(cdf) - si.loc[data.index] = ppf - return si - - -def fit_dist(data: Union[Series, NDArrayFloat], dist: ContinuousDist) -> Tuple: - """Fit a Scipy Continuous Distribution""" - fit_tuple = dist.fit(data, scale=std(data)) - if len(fit_tuple) == 2: - loc, scale = fit_tuple - pars = None - else: - *pars, loc, scale = fit_tuple - return pars, loc, scale - - -def compute_cdf( - data: Union[Series, NDArrayFloat], - dist: ContinuousDist, - loc: float, - scale: float, - pars: Optional[Tuple[float]] = None, -) -> NDArrayFloat: - """Compute cumulative density function of a Scipy Continuous Distribution""" - if pars is not None: - cdf = dist.cdf(data, pars, loc=loc, scale=scale) - else: - cdf = dist.cdf(data, loc=loc, scale=scale) - return cdf + data = get_data_series(dfval_rwindow.iloc[[period]]) + data_window = get_data_series(dfval_rwindow) + fd = FittedDist( + data=data, dist=dist, prob_zero=prob_zero, data_window=data_window + ) + cdf = fd.cdf() + cdf_series.loc[cdf.index] = cdf.values + return cdf_series -def compute_cdf_nsf(data: Union[Series, NDArrayFloat]) -> NDArrayFloat: +def compute_cdf_nsf( + series: Series, + freq: str, +): """Compute cumulative density function using the Normal Scores Transform""" - n = data.size - cdf = linspace(1 / (2 * n), 1 - 1 / (2 * n), n) - return cdf - - -def fit_test( - series: Union[Series, NDArrayFloat], - dist: ContinuousDist, - alpha: float = 0.05, -) -> Tuple[str, float, bool, tuple]: - """Fit a distribution and perform the two-sided - Kolmogorov-Smirnov test for goodness of fit. The - null hypothesis is that the data and distributions - are identical, the alternative is that they are - not identical. [scipy_2021]_ - - Parameters - ---------- - data : Union[Series, NDArray[float]] - pandas Series or numpy array of floats of observations of random - variables - dist: scipy.stats.rv_continuous - Can be any continuous distribution from the - scipy.stats library. - alpha : float, optional - Significance level for testing, default is 0.05 - which is equal to a a confidence level of 95%; - that is, the null hypothesis will be rejected in - favor of the alternative if the p-value is - less than 0.05. - - Returns - ------- - string, float, bool, tuple - distribution name, p-value and fitted parameters - - References - ------- - .. [scipy_2021] Onnen, H.: Intro to Probability - Distributions and Distribution Fitting with Pythons - SciPy, 2021. - """ - fitted = dist.fit(series, scale=std(series)) - dist_name = getattr(dist, "name") - ks = kstest(rvs=series, cdf=dist_name, args=fitted)[1] - rej_h0 = ks < alpha - return dist_name, ks, rej_h0, fitted + logging.info("Using the normal scores transform") + dfval = group_yearly_df(series=series) + cdf_series = Series(nan, index=series.index, dtype=float) + for _, grval in dfval.groupby(Grouper(freq=freq)): + data = get_data_series(grval).sort_values() + n = len(data) + cdf_series.loc[data.index] = linspace(1 / (2 * n), 1 - 1 / (2 * n), n) + return cdf_series + + +@dataclass +class FittedDist: + data: Series = field(init=True, repr=False) + dist: ContinuousDist + loc: float = field(init=False, repr=True) + scale: float = field(init=False, repr=True) + pars: Optional[List[float]] = field(init=False, repr=False) + prob_zero: bool = field(default=False, init=True, repr=False) + p0: float = field(default=0.0, init=False, repr=False) + data_window: Optional[Series] = field(default=None, init=True, repr=False) + + def __post_init__(self): + data_fit = self.data_window if self.data_window is not None else self.data + pars, loc, scale = self.fit_dist(data=data_fit, dist=self.dist) + self.loc = loc + self.scale = scale + self.pars = pars + + if self.prob_zero: + self.p0 = (data_fit == 0.0).sum() / len(data_fit) + + @staticmethod + def fit_dist(data: Series, dist: ContinuousDist) -> Tuple: + """Fit a Scipy Continuous Distribution""" + fit_tuple = dist.fit(data, scale=std(data)) + if len(fit_tuple) == 2: + loc, scale = fit_tuple + pars = None + else: + *pars, loc, scale = fit_tuple + return pars, loc, scale + + def cdf(self) -> Series: + """Compute cumulative density function of a Scipy Continuous Distribution""" + if self.pars is not None: + cdf = self.dist.cdf( + self.data.values, self.pars, loc=self.loc, scale=self.scale + ) + else: + cdf = self.dist.cdf(self.data.values, loc=self.loc, scale=self.scale) + + if self.prob_zero: + cdf = self.p0 + (1 - self.p0) * cdf + cdf[self.data == 0.0] = self.p0 + + return Series(cdf, index=self.data.index, dtype=float) + + def ks_test( + self, + alternative: Literal["two-sided", "less", "greater"] = "two-sided", + ) -> float: + """Fit a distribution and perform the two-sided + Kolmogorov-Smirnov test for goodness of fit. The + null hypothesis is that the data and distributions + are identical, the alternative is that they are + not identical. [scipy_2021]_ + + Parameters + ---------- + data : Union[Series, NDArray[float]] + pandas Series or numpy array of floats of observations of random + variables + dist: scipy.stats.rv_continuous + Can be any continuous distribution from the + scipy.stats library. + alternative: Literal["two-sided", "less", "greater"], optional + Defines the null and alternative hypotheses. Default is 'two-sided'. + + Returns + ------- + float + p-value + + References + ------- + .. [scipy_2021] Onnen, H.: Intro to Probability + Distributions and Distribution Fitting with Pythons + SciPy, 2021. + """ + args = ( + (self.pars, self.loc, self.scale) + if self.pars is not None + else (self.loc, self.scale) + ) # type: Any + kstest_result = kstest( + rvs=self.data, cdf=self.dist.name, args=args, alternative=alternative + ) + # rej_h0 = kstest_result.pvalue < alpha + return kstest_result.pvalue diff --git a/src/spei/plot.py b/src/spei/plot.py index 905f0ed..ef948c7 100644 --- a/src/spei/plot.py +++ b/src/spei/plot.py @@ -8,7 +8,7 @@ from scipy.stats import gaussian_kde from ._typing import Axes, ContinuousDist, NDArrayAxes -from .utils import dist_test, validate_index, validate_series +from .utils import validate_index, validate_series def si( diff --git a/src/spei/si.py b/src/spei/si.py index d220df4..99aaf09 100644 --- a/src/spei/si.py +++ b/src/spei/si.py @@ -4,13 +4,13 @@ from scipy.stats import fisk, gamma, genextreme, norm from ._typing import ContinuousDist -from .dist import compute_cdf_nsf, compute_si_ppf -from .utils import validate_index, validate_series +from .dist import compute_si_ppf -def sgi(series: Series) -> Series: - """Method to compute the Standardized Groundwater Index [sgi_2013]_. - Same method as in Pastas. +def sgi(series: Series, freq: Optional[str] = None) -> Series: + """Method to compute the Standardized Groundwater Index [sgi_2013]_. Same + method as in Pastas. Uses the normal scores transform to calculate the + cumulative density function. Parameters ---------- @@ -28,16 +28,10 @@ def sgi(series: Series) -> Series: groundwater drought building on the standardised precipitation index approach. Hydrol. Earth Syst. Sci., 17, 4769–4787, 2013. """ - - series = validate_series(series) - index = validate_index(series.index) - si = Series(index=index, dtype=float) # type: Series - for month in range(1, 13): - data = series[index.month == month].sort_values() - cdf = compute_cdf_nsf(data=data.values.astype(float)) - si.loc[data.index] = norm.ppf(cdf) - - return si + mock_dist = norm + return compute_si_ppf( + series=series, dist=mock_dist, prob_zero=False, freq=freq, window=0, nsf=True + ) def spi( diff --git a/src/spei/utils.py b/src/spei/utils.py index 0890b3f..a41308c 100644 --- a/src/spei/utils.py +++ b/src/spei/utils.py @@ -2,17 +2,9 @@ from calendar import isleap from numpy import array, nan -from pandas import ( - DataFrame, - DatetimeIndex, - Grouper, - Index, - Series, - Timedelta, - concat, - infer_freq, - to_datetime, -) +from pandas import DataFrame, DatetimeIndex, Grouper, Index, Series, Timedelta +from pandas import __version__ as pandas_version +from pandas import concat, infer_freq, to_datetime def validate_series(series: Series) -> Series: @@ -61,16 +53,19 @@ def validate_index(index: Index) -> DatetimeIndex: def infer_frequency(index: DatetimeIndex) -> str: """Infer frequency""" inf_freq = infer_freq(index) + if inf_freq is None: logging.info( "Could not infer frequency from index, using monthly frequency instead" ) - inf_freq = "M" + inf_freq = "M" if pandas_version < "2.1.0" else "ME" else: logging.info(f"Inferred frequency '{inf_freq}' from index") + if "W-" in inf_freq: logging.info(f"Converted frequncy weekly '{inf_freq}' to 'W'") inf_freq = "W" + return inf_freq From 2cc36137388cca09b43bb86f30c106eccc21f141 Mon Sep 17 00:00:00 2001 From: Martin Vonk Date: Tue, 12 Mar 2024 22:12:07 +0100 Subject: [PATCH 24/38] only new pandas --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index 226658e..bf2b755 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -10,7 +10,7 @@ description = "A simple Python package to calculate drought indices for time ser readme = "README.md" license = { file = "LICENSE" } requires-python = ">=3.9" -dependencies = ["numpy", "scipy", "matplotlib", "pandas"] +dependencies = ["numpy", "scipy", "matplotlib", "pandas>=2.1.0"] classifiers = [ 'Programming Language :: Python :: 3 :: Only', 'Programming Language :: Python :: 3.9', From c00e64daf6be6bee16ff78ab8d88c06d6ee614d3 Mon Sep 17 00:00:00 2001 From: Martin Vonk Date: Tue, 12 Mar 2024 22:12:41 +0100 Subject: [PATCH 25/38] update dist, remove alternative from kstest --- src/spei/dist.py | 52 ++++++++++++++++++++++++------------------------ 1 file changed, 26 insertions(+), 26 deletions(-) diff --git a/src/spei/dist.py b/src/spei/dist.py index eb9893f..6df7697 100644 --- a/src/spei/dist.py +++ b/src/spei/dist.py @@ -1,19 +1,16 @@ import logging from dataclasses import dataclass, field -from typing import Any, List, Literal, Optional, Tuple +from typing import List, Literal, Optional, Tuple -from numpy import ceil, isnan, linspace, nan, std -from pandas import DataFrame, DatetimeIndex, Grouper, Series, Timedelta +from numpy import ceil, linspace, nan, std +from pandas import Grouper, Series, Timedelta from scipy.stats import kstest, norm -from ._typing import ContinuousDist, NDArrayFloat +from ._typing import ContinuousDist from .utils import ( daily_window_groupby_yearly_df, get_data_series, group_yearly_df, - infer_frequency, - validate_index, - validate_series, ) @@ -54,13 +51,6 @@ def compute_si_ppf( Series with probability point function, ppf """ - series = validate_series(series) - index = validate_index(series.index) - series = series.reindex(index, copy=True) - - if freq is None: - freq = infer_frequency(index) - if window > 0: cdf = compute_cdf_rolling_window( series=series, @@ -78,7 +68,8 @@ def compute_si_ppf( prob_zero=prob_zero, freq=freq, ) - return Series(norm.ppf(cdf.values, loc=0, scale=1), index=index, dtype=float) + + return Series(norm.ppf(cdf.values, loc=0, scale=1), index=series.index, dtype=float) def compute_cdf_groupby_freq( @@ -204,9 +195,19 @@ def cdf(self) -> Series: return Series(cdf, index=self.data.index, dtype=float) + def pdf(self) -> Series: + if self.pars is not None: + pdf = self.dist.pdf( + self.data.values, self.pars, loc=self.loc, scale=self.scale + ) + else: + pdf = self.dist.pdf(self.data.values, loc=self.loc, scale=self.scale) + + return Series(pdf, index=self.data.index, dtype=float) + def ks_test( self, - alternative: Literal["two-sided", "less", "greater"] = "two-sided", + method: Literal["auto", "exact", "approx", "asymp"] = "auto", ) -> float: """Fit a distribution and perform the two-sided Kolmogorov-Smirnov test for goodness of fit. The @@ -216,14 +217,13 @@ def ks_test( Parameters ---------- - data : Union[Series, NDArray[float]] - pandas Series or numpy array of floats of observations of random - variables - dist: scipy.stats.rv_continuous - Can be any continuous distribution from the - scipy.stats library. - alternative: Literal["two-sided", "less", "greater"], optional - Defines the null and alternative hypotheses. Default is 'two-sided'. + method : Literal['auto', 'exact', 'approx', 'asymp'], optional + Defines the distribution used for calculating the p-value. The + following options are available (default is 'auto'): 'auto' selects + one of the other options, 'exact' uses the exact distribution of + test statistic, 'approx' approximates the two-sided probability + with twice the one-sided probability, 'asymp' uses asymptotic + distribution of test statistic Returns ------- @@ -240,9 +240,9 @@ def ks_test( (self.pars, self.loc, self.scale) if self.pars is not None else (self.loc, self.scale) - ) # type: Any + ) kstest_result = kstest( - rvs=self.data, cdf=self.dist.name, args=args, alternative=alternative + rvs=self.data, cdf=self.dist.name, args=args, method=method ) # rej_h0 = kstest_result.pvalue < alpha return kstest_result.pvalue From fc329b40df98fd8e7f314e1e25b74b5cd23d97d3 Mon Sep 17 00:00:00 2001 From: Martin Vonk Date: Tue, 12 Mar 2024 22:19:03 +0100 Subject: [PATCH 26/38] move validation outside ppf --- doc/examples/example_testr.py | 87 ----------------------------------- src/spei/dist.py | 8 +--- src/spei/si.py | 19 ++++++++ src/spei/utils.py | 26 ++++++++--- 4 files changed, 41 insertions(+), 99 deletions(-) delete mode 100644 doc/examples/example_testr.py diff --git a/doc/examples/example_testr.py b/doc/examples/example_testr.py deleted file mode 100644 index 1cdf403..0000000 --- a/doc/examples/example_testr.py +++ /dev/null @@ -1,87 +0,0 @@ -# %% -import numpy as np -import spei as si -import pandas as pd -import matplotlib.pyplot as plt -import scipy.stats as scs - -# %% -fileurl = "https://raw.githubusercontent.com/pastas/pastas/master/doc/examples/data" -prec = ( - pd.read_csv(f"{fileurl}/rain_nb1.csv", index_col=0, parse_dates=True) - .squeeze() - .multiply(1e3) -) # to mm -evap = ( - pd.read_csv(f"{fileurl}/evap_nb1.csv", index_col=0, parse_dates=True) - .squeeze() - .multiply(1e3) -) # to mm - -series = (prec - evap).dropna().rolling("90D").sum() -index = series.index -dfval = si.utils.group_yearly_df(series=series) -inf_freq = si.utils.infer_frequency(index) -dist = scs.fisk -# %% -# groubpy Y -sti = pd.Series(index=index, dtype=float) -for _, grval in dfval.groupby(pd.Grouper(freq=inf_freq)): - data = si.utils.get_data_series(grval) - pars, loc, scale = si.si.fit_dist(data=data, dist=dist) - cdf = si.si.compute_cdf( - data=data.values, - dist=dist, - loc=loc, - scale=scale, - pars=pars, - ) - ppf = scs.norm.ppf(cdf) - sti.loc[data.index] = ppf - -# %% -window = 31 -window = window + 1 if window % 2 == 0 else window # make sure window is odd -period = int(np.ceil(window / 2)) # period around window -# fill values around data to get cyclic period window -dfval_window_index_start = [ - dfval.index[0] + pd.Timedelta(value=-i, unit=inf_freq) - for i in reversed(range(1, period)) -] -dfval_window_index_end = [ - dfval.index[-1] + pd.Timedelta(value=i, unit=inf_freq) for i in range(1, period) -] -dfval_window_index = pd.DatetimeIndex( - dfval_window_index_start + dfval.index.to_list() + dfval_window_index_end -) - -dfval_window = pd.DataFrame( - np.nan, index=dfval_window_index, columns=dfval.columns, dtype=float -) -dfval_window.loc[dfval.index, dfval.columns] = dfval.values -dfval_window.iloc[:period-1] = dfval.iloc[-period+1:].values -dfval_window.iloc[-period+1:] = dfval.iloc[:period-1].values - -# loop through window -stiw = pd.Series(np.nan, index=index, dtype=float) -for dfval_rwindow in dfval_window.rolling(window=window, min_periods=window, closed="right"): - if len(dfval_rwindow) < window: - continue # min_periods ignored by Rolling.__iter__ - data_window = dfval_rwindow.values.ravel() - data_window = data_window[~np.isnan(data_window)] - pars, loc, scale = si.si.fit_dist(data=data_window, dist=dist) - data = si.utils.get_data_series(dfval_rwindow.iloc[[period]]) - cdf = si.si.compute_cdf( - data=data.values, - dist=dist, - loc=loc, - scale=scale, - pars=pars, - ) - ppf = scs.norm.ppf(cdf) - stiw.loc[data.index] = ppf -# %% -sd = pd.Timestamp("2015") -sti.loc[sd:].plot() -stiw.loc[sd:].plot() -# %% diff --git a/src/spei/dist.py b/src/spei/dist.py index 6df7697..eef7f19 100644 --- a/src/spei/dist.py +++ b/src/spei/dist.py @@ -7,18 +7,14 @@ from scipy.stats import kstest, norm from ._typing import ContinuousDist -from .utils import ( - daily_window_groupby_yearly_df, - get_data_series, - group_yearly_df, -) +from .utils import daily_window_groupby_yearly_df, get_data_series, group_yearly_df def compute_si_ppf( series: Series, dist: ContinuousDist, + freq: str, prob_zero: bool = False, - freq: Optional[str] = None, window: int = 0, nsf: bool = False, ) -> Series: diff --git a/src/spei/si.py b/src/spei/si.py index 99aaf09..3942fab 100644 --- a/src/spei/si.py +++ b/src/spei/si.py @@ -5,6 +5,7 @@ from ._typing import ContinuousDist from .dist import compute_si_ppf +from .utils import infer_frequency, validate_series def sgi(series: Series, freq: Optional[str] = None) -> Series: @@ -28,6 +29,11 @@ def sgi(series: Series, freq: Optional[str] = None) -> Series: groundwater drought building on the standardised precipitation index approach. Hydrol. Earth Syst. Sci., 17, 4769–4787, 2013. """ + series = validate_series(series) + + if freq is None: + freq = infer_frequency(series.index) + mock_dist = norm return compute_si_ppf( series=series, dist=mock_dist, prob_zero=False, freq=freq, window=0, nsf=True @@ -68,6 +74,11 @@ def spi( 22, 1571-1592, 2002. """ + series = validate_series(series) + + if freq is None: + freq = infer_frequency(series.index) + return compute_si_ppf( series=series, dist=dist, prob_zero=prob_zero, freq=freq, window=window ) @@ -105,6 +116,10 @@ def spei( Standardized Precipitation Evapotranspiration Index. Journal of Climate, 23, 1696-1718, 2010. """ + series = validate_series(series) + + if freq is None: + freq = infer_frequency(series.index) return compute_si_ppf( series=series, dist=dist, prob_zero=prob_zero, freq=freq, window=window @@ -142,6 +157,10 @@ def ssfi( Streamflow Index: A large sample comparison for parametric and nonparametric methods. Water Resources Research, 56, 2020. """ + series = validate_series(series) + + if freq is None: + freq = infer_frequency(series.index) return compute_si_ppf( series=series, dist=dist, prob_zero=prob_zero, freq=freq, window=window diff --git a/src/spei/utils.py b/src/spei/utils.py index a41308c..63a7152 100644 --- a/src/spei/utils.py +++ b/src/spei/utils.py @@ -1,10 +1,19 @@ import logging from calendar import isleap +from typing import Union from numpy import array, nan -from pandas import DataFrame, DatetimeIndex, Grouper, Index, Series, Timedelta -from pandas import __version__ as pandas_version -from pandas import concat, infer_freq, to_datetime +from pandas import ( + DataFrame, + DatetimeIndex, + Grouper, + Index, + Series, + Timedelta, + concat, + infer_freq, + to_datetime, +) def validate_series(series: Series) -> Series: @@ -25,7 +34,9 @@ def validate_series(series: Series) -> Series: else: raise TypeError(f"Please provide a Pandas Series instead of {type(series)}") - return series + index = validate_index(series.index) + + return series.reindex(index, copy=True) def validate_index(index: Index) -> DatetimeIndex: @@ -50,15 +61,18 @@ def validate_index(index: Index) -> DatetimeIndex: return index -def infer_frequency(index: DatetimeIndex) -> str: +def infer_frequency(index: Union[Index, DatetimeIndex]) -> str: """Infer frequency""" + + index = validate_index(index) + inf_freq = infer_freq(index) if inf_freq is None: logging.info( "Could not infer frequency from index, using monthly frequency instead" ) - inf_freq = "M" if pandas_version < "2.1.0" else "ME" + inf_freq = "ME" else: logging.info(f"Inferred frequency '{inf_freq}' from index") From fce7708ac64095d43dfbae1b0a0e6dd95e3daa01 Mon Sep 17 00:00:00 2001 From: Martin Vonk Date: Tue, 12 Mar 2024 22:19:13 +0100 Subject: [PATCH 27/38] remove dist plot --- src/spei/plot.py | 110 ++++---------------------------------------- tests/test_plots.py | 18 +------- 2 files changed, 10 insertions(+), 118 deletions(-) diff --git a/src/spei/plot.py b/src/spei/plot.py index ef948c7..b8dffd0 100644 --- a/src/spei/plot.py +++ b/src/spei/plot.py @@ -1,4 +1,4 @@ -from calendar import month_abbr, month_name +from calendar import month_abbr from itertools import cycle from typing import List, Optional @@ -7,12 +7,15 @@ from pandas import Series from scipy.stats import gaussian_kde -from ._typing import Axes, ContinuousDist, NDArrayAxes +from ._typing import Axes from .utils import validate_index, validate_series def si( - si: Series, bound: float = 3.0, figsize: tuple = (6.5, 4), ax: Optional[Axes] = None + si: Series, + ybound: float = 3.0, + figsize: tuple = (6.5, 4), + ax: Optional[Axes] = None, ) -> Axes: """Plot the standardized index values as a time series. @@ -20,7 +23,7 @@ def si( ---------- si : pandas.Series Series of the standardized index - bound : int, optional + ybound : int, optional Maximum and minimum ylim of plot figsize : tuple, optional Figure size, by default (8, 4) @@ -38,8 +41,8 @@ def si( ax.plot(si.index, si.values, linewidth=1.0, color="k") ax.axhline(0, linestyle="--", linewidth=1.0, color="k") - nmin = -bound - nmax = bound + nmin = -ybound + nmax = ybound droughts = si.to_numpy(dtype=float, copy=True) droughts[droughts > 0] = 0 nodroughts = si.to_numpy(dtype=float, copy=True) @@ -56,101 +59,6 @@ def si( return ax -def dist( - series: Series, - dist: ContinuousDist, - cumulative: bool = False, - test_dist: bool = True, - cmap: Optional[str] = None, - figsize: tuple = (6.5, 10), - legend: bool = True, -) -> NDArrayAxes: - """Plot the (cumulative) histogram and scipy fitted distribution - for the time series on a monthly basis. - - Parameters - ---------- - series : pandas.Series - Time series of the precipitation (excess) or head - dist : scipy.stats._continuous_distns - Continuous distribution of the scipy stats library - to fit on series using maximum likelihood estimation - cumulative : bool, optional - If True plots cumulative histogram instead of probability - density histogram, by default False - test_dist : bool, optional - If True, fit the distribution with the two-sided - Kolmogorov-Smirnov test for goodness of fit. - cmap : str, optional - Matplotlib colormap name to use in subplots, by default None - which uses black for all subplots. - figsize : tuple, optional - Figure size, by default (8, 10) - legend : bool, optional - Add legend, by default True - - Returns - ------- - matplotlib.Axes - Axes handle - """ - - series = validate_series(series) - index = validate_index(series.index) - - _, axs = plt.subplots(4, 3, figsize=figsize, sharey=True, sharex=True) - if cmap is not None: - cm = plt.get_cmap(cmap, 12) - c = [cm(i) for i in range(12)] - else: - c = [(1, 1, 1, 1) for _ in range(12)] - - for i, ax in enumerate(axs.flat, start=1): - data = series[index.month == i].sort_values() - ax.hist( - data, - color=c[i - 1], - alpha=0.2, - density=True, - cumulative=cumulative, - label="Density", - ) - dist_name = getattr(dist, "name") - if test_dist: - _, p_value, _, fitted = dist_test(data, dist) - *pars, loc, scale = fitted - label = f"{dist_name.capitalize()} KS:\n{p_value=:0.2f}" - else: - *pars, loc, scale = dist.fit(data, scale=data.std()) - label = f"{dist_name.capitalize()} fit:\n{loc=:0.1f}\n{scale=:0.1f}" - if cumulative: - cdf = dist.cdf(data, pars, loc=loc, scale=scale) - ax.plot( - data, - cdf, - color=c[i - 1], - label=label, - ) - if i in range(1, 13, 3): - ax.set_ylabel("Cumulative Probability") - else: - x = linspace(min(data), max(data)) - pdf = dist.pdf(x, pars, loc=loc, scale=scale) - ax.plot( - x, - pdf, - color=c[i - 1], - label=label, - ) - if i in range(1, 13, 3): - ax.set_ylabel("Probability Density") - ax.set_title(month_name[i]) - if legend: - ax.legend(fontsize=7) - - return axs - - def monthly_density( si: Series, years: List[int], diff --git a/tests/test_plots.py b/tests/test_plots.py index bbe24f9..a758f24 100644 --- a/tests/test_plots.py +++ b/tests/test_plots.py @@ -1,8 +1,7 @@ import matplotlib as mpl from pandas import Series -from scipy.stats import pearson3 -from spei.plot import dist, monthly_density +from spei.plot import monthly_density from spei.plot import si as plot_si mpl.use("Agg") # prevent _tkinter.TclError: Can't find a usable tk.tcl error @@ -12,20 +11,5 @@ def test_plot_si(si: Series) -> None: _ = plot_si(si) -def test_plot_dist(prec: Series) -> None: - series = prec.rolling("90D", min_periods=90).sum().dropna() - _ = dist(series, dist=pearson3, test_dist=False) - - -def test_plot_dist_cum(prec: Series) -> None: - series = prec.rolling("90D", min_periods=90).sum().dropna() - _ = dist(series, dist=pearson3, cumulative=True, test_dist=False) - - -def test_plot_dist_test(prec: Series) -> None: - series = prec.rolling("90D", min_periods=90).sum().dropna() - _ = dist(series, dist=pearson3, test_dist=True, cmap="viridis") - - def test_plot_monthly_density(si: Series) -> None: _ = monthly_density(si, years=[2011], months=[1, 2, 3, 4, 5]) From a9651f56df664fbab3486d3122c64340c335c95b Mon Sep 17 00:00:00 2001 From: Martin Vonk Date: Tue, 12 Mar 2024 22:19:22 +0100 Subject: [PATCH 28/38] update notebooks --- doc/examples/example01_indices.ipynb | 140 ++++++----- doc/examples/example03_drought_NL.ipynb | 79 ++++--- .../example04_package_comparison.ipynb | 221 ++++++------------ 3 files changed, 193 insertions(+), 247 deletions(-) diff --git a/doc/examples/example01_indices.ipynb b/doc/examples/example01_indices.ipynb index 2784e34..63dfbef 100644 --- a/doc/examples/example01_indices.ipynb +++ b/doc/examples/example01_indices.ipynb @@ -44,7 +44,7 @@ "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ "
" ] @@ -79,7 +79,7 @@ "source": [ "## Calculate SPI\n", "\n", - "The standardized precipitation index (SPI) is calculated using the gamma distribution from the [scipy stats library](https://docs.scipy.org/doc/scipy/reference/stats.html). In fact any continuous distribution of this library can be chosen. However there are sensible choices for the SPI such as gamma, lognorm (lognormal), fisk (log-logistic) or pearson3 distribution. The precipitation time series is summed over a 30D rolling interval. \n", + "The standardized precipitation index (SPI) is calculated using the gamma distribution from the [scipy stats library](https://docs.scipy.org/doc/scipy/reference/stats.html). In fact any continuous distribution of this library can be chosen. However there are sensible choices for the SPI such as gamma, lognorm (lognormal), fisk (log-logistic) or pearson3 distribution. The precipitation time series is summed over a 90D rolling interval. \n", "\n", "For the literature we refer to: LLoyd-Hughes, B. and Saunders, M.A.: [A drought climatology for Europe](https://doi.org/10.1002/joc.846), 2002." ] @@ -93,18 +93,18 @@ "data": { "text/plain": [ "date\n", - "1980-01-30 43.1\n", - "1980-01-31 46.8\n", - "1980-02-01 56.3\n", - "1980-02-02 57.0\n", - "1980-02-03 62.8\n", - " ... \n", - "2016-10-27 37.5\n", - "2016-10-28 37.5\n", - "2016-10-29 37.8\n", - "2016-10-30 36.1\n", - "2016-10-31 35.1\n", - "Name: rain, Length: 13425, dtype: float64" + "1980-03-30 219.0\n", + "1980-03-31 215.7\n", + "1980-04-01 226.7\n", + "1980-04-02 238.4\n", + "1980-04-03 232.4\n", + " ... \n", + "2016-10-27 129.3\n", + "2016-10-28 129.3\n", + "2016-10-29 129.6\n", + "2016-10-30 129.6\n", + "2016-10-31 123.1\n", + "Name: rain, Length: 13365, dtype: float64" ] }, "execution_count": 3, @@ -113,7 +113,7 @@ } ], "source": [ - "f = 30 # days\n", + "f = 90 # days\n", "series = prec.rolling(f\"{f}D\", min_periods=f).sum().dropna()\n", "series" ] @@ -127,18 +127,18 @@ "data": { "text/plain": [ "date\n", - "1980-01-30 -0.683748\n", - "1980-01-31 -0.594408\n", - "1980-02-01 -0.253073\n", - "1980-02-02 -0.171551\n", - "1980-02-03 0.073075\n", + "1980-03-30 0.650108\n", + "1980-03-31 0.594326\n", + "1980-04-01 1.166331\n", + "1980-04-02 1.354907\n", + "1980-04-03 1.258713\n", " ... \n", - "2016-10-27 -0.838653\n", - "2016-10-28 -0.831361\n", - "2016-10-29 -0.896041\n", - "2016-10-30 -1.082689\n", - "2016-10-31 -1.100499\n", - "Length: 13425, dtype: float64" + "2016-10-27 -1.237293\n", + "2016-10-28 -1.237293\n", + "2016-10-29 -1.231918\n", + "2016-10-30 -1.231918\n", + "2016-10-31 -1.348580\n", + "Length: 13365, dtype: float64" ] }, "execution_count": 4, @@ -147,7 +147,7 @@ } ], "source": [ - "spi1 = si.spi(series, dist=scs.gamma)\n", + "spi1 = si.spi(series, dist=scs.gamma, freq=\"ME\")\n", "spi1" ] }, @@ -167,18 +167,18 @@ "data": { "text/plain": [ "date\n", - "1980-01-30 -0.671307\n", - "1980-01-31 -0.577092\n", - "1980-02-01 -0.237248\n", - "1980-02-02 -0.153533\n", - "1980-02-03 0.073073\n", + "1980-03-30 0.650108\n", + "1980-03-31 0.594326\n", + "1980-04-01 1.166332\n", + "1980-04-02 1.354908\n", + "1980-04-03 1.258713\n", " ... \n", - "2016-10-27 -0.838653\n", - "2016-10-28 -0.831359\n", - "2016-10-29 -0.896038\n", - "2016-10-30 -1.082691\n", - "2016-10-31 -1.100497\n", - "Length: 13425, dtype: float64" + "2016-10-27 -1.254106\n", + "2016-10-28 -1.254106\n", + "2016-10-29 -1.248306\n", + "2016-10-30 -1.248306\n", + "2016-10-31 -1.374687\n", + "Length: 13365, dtype: float64" ] }, "execution_count": 5, @@ -187,7 +187,7 @@ } ], "source": [ - "spi2 = si.spi(series, dist=scs.pearson3)\n", + "spi2 = si.spi(series, dist=scs.pearson3, freq=\"ME\")\n", "spi2" ] }, @@ -198,7 +198,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -245,18 +245,18 @@ "data": { "text/plain": [ "date\n", - "1980-01-30 -0.700057\n", - "1980-01-31 -0.594617\n", - "1980-02-01 -0.244678\n", - "1980-02-02 -0.159410\n", - "1980-02-03 0.076067\n", + "1980-03-30 0.557130\n", + "1980-03-31 0.480252\n", + "1980-04-01 1.515715\n", + "1980-04-02 1.646716\n", + "1980-04-03 1.559254\n", " ... \n", - "2016-10-27 -0.676650\n", - "2016-10-28 -0.648935\n", - "2016-10-29 -0.696667\n", - "2016-10-30 -0.875902\n", - "2016-10-31 -0.907585\n", - "Length: 13425, dtype: float64" + "2016-10-27 -0.990875\n", + "2016-10-28 -0.958476\n", + "2016-10-29 -0.935378\n", + "2016-10-30 -0.905308\n", + "2016-10-31 -0.998937\n", + "Length: 13365, dtype: float64" ] }, "execution_count": 7, @@ -266,7 +266,7 @@ ], "source": [ "pe = (prec - evap).dropna() # calculate precipitation excess\n", - "spei = si.spei(pe.rolling(f\"{f}D\", min_periods=f).sum().dropna())\n", + "spei = si.spei(pe.rolling(f\"{f}D\", min_periods=f).sum().dropna(), freq=\"ME\")\n", "spei" ] }, @@ -289,29 +289,27 @@ { "data": { "text/plain": [ - "date\n", - "1985-11-14 -0.539871\n", - "1985-11-28 -0.295179\n", - "1985-12-14 -0.707644\n", - "1985-12-28 0.459558\n", - "1986-01-13 0.342276\n", - " ... \n", - "2015-04-28 -0.064872\n", - "2015-05-14 0.390146\n", - "2015-05-28 -0.887147\n", - "2015-06-14 -0.176374\n", - "2015-06-28 -0.674490\n", - "Length: 644, dtype: float64" + "" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ - "sgi = si.sgi(head)\n", - "sgi" + "sgi = si.sgi(head, freq=\"ME\")\n", + "sgi.plot()" ] }, { @@ -342,7 +340,7 @@ "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -353,12 +351,12 @@ ], "source": [ "f, ax = plt.subplots(3, 1, figsize=(12, 8), sharex=True)\n", - "si.plot.si(spi1, ax=ax[0])\n", + "si.plot.si(spi2, ax=ax[0])\n", "si.plot.si(spei, ax=ax[1])\n", "si.plot.si(sgi, ax=ax[2])\n", "ax[0].set_xlim(pd.to_datetime([\"1994\", \"1998\"]))\n", "[x.grid() for x in ax]\n", - "[ax[i].set_ylabel(n, fontsize=14) for i, n in enumerate([\"SPI\", \"SPEI\", \"SGI\"])];" + "[ax[i].set_ylabel(n, fontsize=14) for i, n in enumerate([\"SPI3\", \"SPEI3\", \"SGI\"])];" ] } ], @@ -378,7 +376,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.4" + "version": "3.10.12" }, "orig_nbformat": 4, "vscode": { diff --git a/doc/examples/example03_drought_NL.ipynb b/doc/examples/example03_drought_NL.ipynb index b9468ce..e6b0cfe 100644 --- a/doc/examples/example03_drought_NL.ipynb +++ b/doc/examples/example03_drought_NL.ipynb @@ -17,12 +17,22 @@ "cell_type": "code", "execution_count": 1, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/martin/.cache/pypoetry/virtualenvs/spei-env--196-leg-py3.10/lib/python3.10/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n" + ] + } + ], "source": [ "import datetime\n", "import spei as si # si for standardized index\n", "import pandas as pd\n", "import pastas as ps\n", + "\n", "import hydropandas as hpd\n", "import scipy.stats as scs\n", "import matplotlib.pyplot as plt" @@ -46,13 +56,17 @@ "today = datetime.date.today()\n", "yesterday = (today - datetime.timedelta(days=1)).strftime(\"%Y-%m-%d\")\n", "prec = (\n", - " hpd.PrecipitationObs.from_knmi(260, startdate=\"1959-07-01\", enddate=yesterday)\n", + " hpd.PrecipitationObs.from_knmi(\n", + " meteo_var=\"RH\", stn=260, startdate=\"1959-07-01\", enddate=yesterday\n", + " )\n", " .multiply(1e3)\n", " .squeeze()\n", ")\n", "prec.index = prec.index.normalize()\n", "evap = (\n", - " hpd.EvaporationObs.from_knmi(260, startdate=\"1959-07-01\", enddate=yesterday)\n", + " hpd.EvaporationObs.from_knmi(\n", + " meteo_var=\"EV24\", stn=260, startdate=\"1959-07-01\", enddate=yesterday\n", + " )\n", " .multiply(1e3)\n", " .squeeze()\n", ")\n", @@ -94,7 +108,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -107,8 +121,8 @@ "xlim = pd.to_datetime([\"2018-01-01\", yesterday])\n", "\n", "fig, axs = plt.subplots(2, 1, figsize=(6.5, 5), sharex=True)\n", - "si.plot.si(spi, bound=3.5, ax=axs[0])\n", - "si.plot.si(spei, bound=3.5, ax=axs[1])\n", + "si.plot.si(spi, ybound=3.5, ax=axs[0])\n", + "si.plot.si(spei, ybound=3.5, ax=axs[1])\n", "[(x.grid(), x.set_xlim(xlim), x.set_ylabel(\"Z-Score\")) for x in axs]\n", "axs[0].set_title(\"Standardized Precipitation Index\")\n", "axs[1].set_title(\"Standardized Precipitation Evaporation Index\")\n", @@ -132,9 +146,10 @@ "name": "stderr", "output_type": "stream", "text": [ - "INFO: Cannot determine frequency of series Head: freq=None. The time series is irregular.\n", - "INFO: Inferred frequency for time series RH_DE-BILT: freq=D\n", - "INFO: Inferred frequency for time series EV24_DE-BILT: freq=D\n" + "/home/martin/.cache/pypoetry/virtualenvs/spei-env--196-leg-py3.10/lib/python3.10/site-packages/pastas/timeseries_utils.py:90: FutureWarning: Day.delta is deprecated and will be removed in a future version. Use pd.Timedelta(obj) instead\n", + " if hasattr(offset, \"delta\"):\n", + "/home/martin/.cache/pypoetry/virtualenvs/spei-env--196-leg-py3.10/lib/python3.10/site-packages/pastas/stressmodels.py:1302: FutureWarning: 'A' is deprecated and will be removed in a future version, please use 'YE' instead.\n", + " if self.prec.series.resample(\"A\").sum().max() < 12:\n" ] }, { @@ -143,34 +158,34 @@ "text": [ "Fit report Head Fit Statistics\n", "======================================================\n", - "nfev 27 EVP 77.00\n", + "nfev 31 EVP 77.06\n", "nobs 1187 R2 0.77\n", "noise True RMSE 0.11\n", - "tmin 1970-07-01 00:00:00 AIC -5977.00\n", - "tmax 2020-12-28 00:00:00 BIC -5936.36\n", + "tmin 1970-07-01 00:00:00 AIC -5976.96\n", + "tmax 2020-12-28 00:00:00 BIC -5936.33\n", "freq D Obj 3.81\n", "warmup 3650 days 00:00:00 ___ \n", "solver LeastSquares Interp. No\n", "\n", "Parameters (8 optimized)\n", "======================================================\n", - " optimal stderr initial vary\n", - "recharge_A 0.416176 ±5.68% 0.447487 True\n", - "recharge_a 124.063249 ±5.73% 10.000000 True\n", - "recharge_srmax 37.423461 ±11.49% 250.000000 True\n", - "recharge_lp 0.250000 ±nan% 0.250000 False\n", - "recharge_ks 174.895600 ±59.46% 100.000000 True\n", - "recharge_gamma 4.322265 ±14.47% 2.000000 True\n", - "recharge_kv 1.000000 ±nan% 1.000000 False\n", - "recharge_simax 2.000000 ±nan% 2.000000 False\n", - "recharge_gf 0.330584 ±15.47% 1.000000 True\n", - "constant_d 0.882121 ±4.45% 1.389835 True\n", - "noise_alpha 44.070114 ±8.15% 14.000000 True\n" + " optimal initial vary stderr\n", + "recharge_A 0.416935 0.443725 True ±5.62%\n", + "recharge_a 125.364613 10.000000 True ±5.68%\n", + "recharge_srmax 38.350967 250.000000 True ±11.99%\n", + "recharge_lp 0.250000 0.250000 False nan\n", + "recharge_ks 214.457443 100.000000 True ±63.85%\n", + "recharge_gamma 4.531922 2.000000 True ±14.38%\n", + "recharge_kv 1.000000 1.000000 False nan\n", + "recharge_simax 2.000000 2.000000 False nan\n", + "recharge_gf 0.336926 1.000000 True ±15.23%\n", + "constant_d 0.883905 1.389835 True ±4.39%\n", + "noise_alpha 43.460804 14.000000 True ±8.09%\n" ] }, { "data": { - "image/png": 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", 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", 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" ] @@ -183,7 +198,7 @@ "h = head[\"Head [m] B32C0572_DE-BILT\"].rename(\"Head\").dropna()\n", "ml = ps.Model(h)\n", "rm = ps.RechargeModel(\n", - " prec, evap, ps.Exponential, recharge=ps.rch.FlexModel(gw_uptake=True)\n", + " prec, evap, ps.Exponential(), recharge=ps.rch.FlexModel(gw_uptake=True)\n", ")\n", "ml.add_stressmodel(rm)\n", "ml.solve(tmin=\"1970-07-01\", report=True)\n", @@ -221,7 +236,7 @@ "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ "
" ] @@ -234,9 +249,9 @@ "fig, axs = plt.subplot_mosaic(\n", " [[\"SPI\"], [\"SPEI\"], [\"SGI\"]], figsize=(6.5, 8), sharex=True\n", ")\n", - "si.plot.si(spi, bound=3.5, ax=axs[\"SPI\"])\n", - "si.plot.si(spei, bound=3.5, ax=axs[\"SPEI\"])\n", - "si.plot.si(sgi, bound=3.5, ax=axs[\"SGI\"])\n", + "si.plot.si(spi, ybound=3.5, ax=axs[\"SPI\"])\n", + "si.plot.si(spei, ybound=3.5, ax=axs[\"SPEI\"])\n", + "si.plot.si(sgi, ybound=3.5, ax=axs[\"SGI\"])\n", "[(axs[x].grid(), axs[x].set_xlim(xlim), axs[x].set_ylabel(\"Z-Score\")) for x in axs]\n", "axs[\"SPI\"].set_title(\"Standardized Precipitation Index 1\")\n", "axs[\"SPEI\"].set_title(\"Standardized Precipitation Evaporation Index 1\")\n", @@ -260,7 +275,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -294,7 +309,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.4" + "version": "3.10.12" }, "orig_nbformat": 4, "vscode": { diff --git a/doc/examples/example04_package_comparison.ipynb b/doc/examples/example04_package_comparison.ipynb index e3a1b3b..d4ff0b6 100644 --- a/doc/examples/example04_package_comparison.ipynb +++ b/doc/examples/example04_package_comparison.ipynb @@ -46,7 +46,7 @@ "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -72,7 +72,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -108,17 +108,17 @@ "data": { "text/plain": [ "date\n", - "1980-01-30 -0.683748\n", - "1980-01-31 -0.594408\n", - "1980-02-01 -0.253073\n", - "1980-02-02 -0.171551\n", - "1980-02-03 0.073075\n", + "1980-01-30 -0.946377\n", + "1980-01-31 -0.810205\n", + "1980-02-01 0.018504\n", + "1980-02-02 0.040376\n", + "1980-02-03 0.216153\n", " ... \n", - "2016-10-27 -0.838653\n", - "2016-10-28 -0.831361\n", - "2016-10-29 -0.896041\n", - "2016-10-30 -1.082689\n", - "2016-10-31 -1.100499\n", + "2016-10-27 -0.744963\n", + "2016-10-28 -0.744963\n", + "2016-10-29 -0.732095\n", + "2016-10-30 -0.805841\n", + "2016-10-31 -0.850192\n", "Length: 13425, dtype: float64" ] }, @@ -128,7 +128,7 @@ } ], "source": [ - "spi = si.spi(prec_rsum, dist=scs.gamma, prob_zero=True)\n", + "spi = si.spi(prec_rsum, dist=scs.gamma, prob_zero=True, freq=\"ME\")\n", "spi # pandas Series" ] }, @@ -280,7 +280,7 @@ " date_col=\"date\",\n", " precip_cols=\"rain\",\n", " freq=\"M\",\n", - " scale=1, # scale is weird naming choice here because that's the same keyword used for the standard deviation in SciPy\n", + " scale=1, # note that scale is not the same for the standard deviation in SciPy\n", " fit_type=\"mle\",\n", " dist_type=\"gam\",\n", ")\n", @@ -296,132 +296,65 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### Using climate_indices package" + "### Using climate_indices package\n", + "\n", + "I could not install it anymore.. But the code looks like this:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "c:\\Users\\vonkm\\miniconda3\\envs\\spei_dev\\Lib\\site-packages\\climate_indices\\utils.py:148: NumbaDeprecationWarning: \u001b[1mThe 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.\u001b[0m\n", - " @numba.jit\n", - "c:\\Users\\vonkm\\miniconda3\\envs\\spei_dev\\Lib\\site-packages\\climate_indices\\utils.py:198: NumbaDeprecationWarning: \u001b[1mThe 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.\u001b[0m\n", - " @numba.jit\n", - "c:\\Users\\vonkm\\miniconda3\\envs\\spei_dev\\Lib\\site-packages\\climate_indices\\utils.py:247: NumbaDeprecationWarning: \u001b[1mThe 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.\u001b[0m\n", - " @numba.jit\n", - "c:\\Users\\vonkm\\miniconda3\\envs\\spei_dev\\Lib\\site-packages\\climate_indices\\utils.py:275: NumbaDeprecationWarning: \u001b[1mThe 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.\u001b[0m\n", - " @numba.jit\n", - "c:\\Users\\vonkm\\miniconda3\\envs\\spei_dev\\Lib\\site-packages\\climate_indices\\utils.py:375: NumbaDeprecationWarning: \u001b[1mThe 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.\u001b[0m\n", - " @numba.jit\n", - "c:\\Users\\vonkm\\miniconda3\\envs\\spei_dev\\Lib\\site-packages\\climate_indices\\compute.py:66: NumbaDeprecationWarning: \u001b[1mThe 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.\u001b[0m\n", - " @numba.jit\n", - "c:\\Users\\vonkm\\miniconda3\\envs\\spei_dev\\Lib\\site-packages\\climate_indices\\compute.py:115: NumbaDeprecationWarning: \u001b[1mThe 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.\u001b[0m\n", - " @numba.jit\n", - "c:\\Users\\vonkm\\miniconda3\\envs\\spei_dev\\Lib\\site-packages\\climate_indices\\compute.py:170: NumbaDeprecationWarning: \u001b[1mThe 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.\u001b[0m\n", - " @numba.jit\n", - "c:\\Users\\vonkm\\miniconda3\\envs\\spei_dev\\Lib\\site-packages\\climate_indices\\compute.py:234: NumbaDeprecationWarning: \u001b[1mThe 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.\u001b[0m\n", - " @numba.jit\n", - "c:\\Users\\vonkm\\miniconda3\\envs\\spei_dev\\Lib\\site-packages\\climate_indices\\compute.py:359: NumbaDeprecationWarning: \u001b[1mThe 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.\u001b[0m\n", - " @numba.jit\n", - "c:\\Users\\vonkm\\miniconda3\\envs\\spei_dev\\Lib\\site-packages\\climate_indices\\compute.py:383: NumbaDeprecationWarning: \u001b[1mThe 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.\u001b[0m\n", - " @numba.jit\n", - "c:\\Users\\vonkm\\miniconda3\\envs\\spei_dev\\Lib\\site-packages\\climate_indices\\compute.py:568: NumbaDeprecationWarning: \u001b[1mThe 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.\u001b[0m\n", - " @numba.jit\n", - "c:\\Users\\vonkm\\miniconda3\\envs\\spei_dev\\Lib\\site-packages\\climate_indices\\compute.py:700: NumbaDeprecationWarning: \u001b[1mThe 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.\u001b[0m\n", - " @numba.jit\n", - "c:\\Users\\vonkm\\miniconda3\\envs\\spei_dev\\Lib\\site-packages\\climate_indices\\eto.py:60: NumbaDeprecationWarning: \u001b[1mThe 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.\u001b[0m\n", - " @numba.jit\n", - "c:\\Users\\vonkm\\miniconda3\\envs\\spei_dev\\Lib\\site-packages\\climate_indices\\eto.py:107: NumbaDeprecationWarning: \u001b[1mThe 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.\u001b[0m\n", - " @numba.jit\n", - "c:\\Users\\vonkm\\miniconda3\\envs\\spei_dev\\Lib\\site-packages\\climate_indices\\eto.py:130: NumbaDeprecationWarning: \u001b[1mThe 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.\u001b[0m\n", - " @numba.jit\n", - "c:\\Users\\vonkm\\miniconda3\\envs\\spei_dev\\Lib\\site-packages\\climate_indices\\eto.py:158: NumbaDeprecationWarning: \u001b[1mThe 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.\u001b[0m\n", - " @numba.jit\n", - "c:\\Users\\vonkm\\miniconda3\\envs\\spei_dev\\Lib\\site-packages\\climate_indices\\eto.py:200: NumbaDeprecationWarning: \u001b[1mThe 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.\u001b[0m\n", - " @numba.jit\n", - "c:\\Users\\vonkm\\miniconda3\\envs\\spei_dev\\Lib\\site-packages\\climate_indices\\eto.py:303: NumbaDeprecationWarning: \u001b[1mThe 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.\u001b[0m\n", - " @numba.jit\n" - ] - } - ], + "outputs": [], "source": [ - "from climate_indices.compute import scale_values, Periodicity\n", - "from climate_indices import compute, indices, utils" + "# from climate_indices.compute import scale_values, Periodicity\n", + "# from climate_indices import compute, indices, utils" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "date\n", - "1980-01-30 -0.350835\n", - "1980-01-31 -0.215335\n", - "1980-02-01 0.102285\n", - "1980-02-02 0.154274\n", - "1980-02-03 0.337322\n", - " ... \n", - "2016-10-27 -0.818221\n", - "2016-10-28 -0.852997\n", - "2016-10-29 -0.843808\n", - "2016-10-30 -0.913400\n", - "2016-10-31 -1.031608\n", - "Name: Climate Index SPI, Length: 13425, dtype: float64" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ - "# this is gonna take a lot of code...\n", - "initial_year = prec_rsum.index[0].year\n", - "calibration_year_initial = prec_rsum.index[0].year\n", - "calibration_year_final = prec_rsum.index[-1].year\n", - "period_times = 366\n", - "scale = 1\n", - "periodicity = compute.Periodicity.daily\n", + "# initial_year = prec_rsum.index[0].year\n", + "# calibration_year_initial = prec_rsum.index[0].year\n", + "# calibration_year_final = prec_rsum.index[-1].year\n", + "# period_times = 366\n", + "# scale = 1\n", + "# periodicity = compute.Periodicity.daily\n", "\n", - "values = prec_rsum.values\n", + "# values = prec_rsum.values\n", "\n", - "scaled_values = compute.scale_values(\n", - " values,\n", - " scale=scale,\n", - " periodicity=periodicity,\n", - ")\n", + "# scaled_values = compute.scale_values(\n", + "# values,\n", + "# scale=scale,\n", + "# periodicity=periodicity,\n", + "# )\n", "\n", - "alphas, betas = compute.gamma_parameters(\n", - " scaled_values,\n", - " data_start_year=initial_year,\n", - " calibration_start_year=calibration_year_initial,\n", - " calibration_end_year=calibration_year_final,\n", - " periodicity=periodicity,\n", - ")\n", + "# alphas, betas = compute.gamma_parameters(\n", + "# scaled_values,\n", + "# data_start_year=initial_year,\n", + "# calibration_start_year=calibration_year_initial,\n", + "# calibration_end_year=calibration_year_final,\n", + "# periodicity=periodicity,\n", + "# )\n", "\n", - "gamma_params = {\"alpha\": alphas, \"beta\": betas}\n", + "# gamma_params = {\"alpha\": alphas, \"beta\": betas}\n", "\n", - "spival = indices.spi(\n", - " values,\n", - " scale=scale,\n", - " distribution=indices.Distribution.gamma,\n", - " data_start_year=initial_year,\n", - " calibration_year_initial=calibration_year_initial,\n", - " calibration_year_final=calibration_year_final,\n", - " periodicity=compute.Periodicity.daily,\n", - " fitting_params=gamma_params,\n", - ")\n", + "# spival = indices.spi(\n", + "# values,\n", + "# scale=scale,\n", + "# distribution=indices.Distribution.gamma,\n", + "# data_start_year=initial_year,\n", + "# calibration_year_initial=calibration_year_initial,\n", + "# calibration_year_final=calibration_year_final,\n", + "# periodicity=compute.Periodicity.daily,\n", + "# fitting_params=gamma_params,\n", + "# )\n", "\n", - "climateind_spi = pd.Series(spival, index=prec_rsum.index, name=\"Climate Index SPI\")\n", - "climateind_spi" + "# climateind_spi = pd.Series(spival, index=prec_rsum.index, name=\"Climate Index SPI\")\n", + "# climateind_spi" ] }, { @@ -439,7 +372,7 @@ "outputs": [ { "data": { - "image/png": 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", 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oNJrq7+2ll17ipJNOIjk5mWuuuQaAuXPn4vF4OP300yktLeXNN99k4MCB7N27t9F6EgcPHuTLL7/kxx9/pKSkhKuvvpobbriBTz75pNnnIhAIBAKBwDuEUtEEFU43/R7+1e/j7l4wlQBd834ejUbDokWLmD17Nm+88QbDhg1jwoQJXHzxxQwaNKhOe4fDwbPPPktxcTGTJk3ytegt57HYhvf1PBUuq4n94Oke4LTW3zbxRLjqp5rPLwwEa37ddvNatoqdmZmJy+Xi3HPPJTExEYCBAwcCijuO3W4nOjq61jEPPvhg9d9JSUncddddfP7557WUCo/Hw6JFiwgMDATg//7v//jjjz949NFHKSsr49133+Xjjz/mlFNOAeCDDz4gLi6u1jj/+9//qv/u1q0bL730EiNHjqyuRl3FggULqif7ze27KcaNG8d9990HQK9evfjnn394/vnnaykVl156KVdddVUtee+77z6uvPLKapkXLlzIPffcw9y5c/n9999Zv349u3btIjo6GovFQo8ePRqVw2az8eGHH9KlSxcAXn75ZaZPn86zzz5b53cRCAQCgaA9KLU5CdBpUKv+vWnNhfvTv4TzzjuPjIwMfvjhB0477TSWL1/OsGHDWLRoUXWbe++9F7PZTEBAAE8++SRPPPEE06dPbz+hOwmDBw/mlFNOYeDAgVxwwQW8/fbbFBYWNnrMF198wbhx44iOjsZsNvPggw+SlpZWq01SUlK1QgEQExNT7bqUnJyMw+Fg9OjR1ftDQ0Pp3bt3rT42bdrEmWeeSUJCAoGBgUyYMAGgzlgjRoyo/ru5fTfF2LFj63zes2dPg+MCbNu2jQULFlRb18xmM7NnzyYzMxOr1crWrVuJi4ujV69ezZYjISGhWqGoksPj8bBv374WnY9AIBAIBK0lLd/K9JdWccEbq8kptdXat+5QPsMX/s6Di3e2k3T+QVgqmsCoVbN7wdR2GbelGAwGpkyZwpQpU3jooYeYNWsWc+fOZebMmYDiTjNz5kzMZjNRUVEdpwjY/RkN75OO+x7uPthI2+N05Nt2tF6mY1Cr1SxbtozVq1fz22+/8fLLL/PAAw+wbt26etuvWbOGyy67jPnz5zN16lSCgoL4/PPP68QtaLXa2uJLEh6Pp9lylZeXM3XqVKZOnconn3xCREQEaWlpTJ06tY5bm8nUMpcvX3H8uGVlZcyfP59zzz23TluDwYDRaKyzXSAQCASCjs6mH18jJsvKCs9glu/N5cKR8dX77v56Ow63h/KNn7PavJcTTr2gHSVtO4RS0QSSJDXbDamj0a9fPxYvXlz9OTw8vElXknahJTEObdW2CSRJYty4cYwbN46HH36YxMREvvvuO3Q6HW537Zib1atXk5iYyAMPPFC97fDhwy0ar3v37mi1WtatW0dCQgIAhYWF7N+/v9oasXfvXvLz83niiSeIj1ceXhs3bvRJ381h7dq1dT737du30WOGDRvGvn37GrwOBw0axNGjR9m/f3+zXZfS0tLIyMggNja2Wg6VStViy8t/EbdH5vqPN7HmUD6hJh2LrhpF1/D2UUAFAoGgs1JSlM/41Jc4R1fM/xx3kVvWv3pfRVkJT5XN4YgmArNUwQmrX2GbFgZP/PcpFp1ztiyoRX5+PhdccAH/+9//GDRoEIGBgWzcuJGnnnqKs88+u73F6/SsW7eOP/74g1NPPZXIyEjWrVtHbm4uffv2xWaz8euvv7Jv3z7CwsIICgqiZ8+epKWl8fnnnzNy5Eh++uknvvvuuxaNaTabufrqq7n77rsJCwsjMjKSBx54AJWqxhqTkJCATqfj5Zdf5rrrrmPnzp0sXLjQJ303h3/++YennnqKGTNmsGzZMr766it++umnRo95+OGHOeOMM0hISOD8889HpVKxbds2du7cySOPPMKECRMYP348F1xwAQsWLGDQoEHs378fSZI47bTT6u3TYDBw5ZVX8swzz1BSUsItt9zChRdeKOIpmsGn69MI2fc581V7KCwOZNnWMK6ZXDcOSyAQCAQNs/uz+xmDEq95ufp3HMlOmLgAgJwjBxij2kM/KZUN+jHggKgVcygeMpGgkPD2FNvnCKXiX4DZbGb06NE8//zzJCcn43Q6iY+PZ/bs2dx///3tLV6nx2KxsHLlSl544QVKSkpITEzk2Wef5fTTT2fEiBEsX76cESNGUFZWxl9//cVZZ53F7bffzk033YTdbmf69Ok89NBDzJs3r0XjPv3005SVlXHmmWcSGBjInXfeWStVakREBIsWLeL+++/npZdeYtiwYTzzzDO10gi3tu/mcOedd7Jx40bmz5+PxWLhueeeY+rUxl0Fp06dypIlS1iwYAFPPvkkWq2WPn36MGvWrOo233zzDXfeeSezZs3CarXSo0cPnnjiiQb77NGjB+eeey7Tpk2joKCAM844g9dee61F5/Jf5fCGn3lS+3b1588P9AGhVAgEAkGL6JKzEoA92n5MYitL0gKY/eFGwkw6pmh3kQjkaqI54daPyH56MNHkUvLiQLaf/AqDTj6vfYX3IZIsy3J7C+FPSkpKCAoKIi8vj7CwsFr7bDYbKSkpdO3aFYPB0EAPAoEgKSmJ2267jdtuu61N+vd4PJSUlGCxWBq1oMybN4/FixezdevWZvct7nMFt0fmr/lTmCxtqN62VDuZaQ98045SCToTTqeTpUuXMm3atDoxYgLBf4W1nz3KmH1P4ZElNvS7j9F7Hmedpw8XOR4G4P/Uv7FQu4gtAeMYes9SDmxZSc/vzwRgo2UKI+74us1ky8/PJzw8nOLiYiwWS5uNU4XI/iQQCAT/QfZnlTCUvQCUnPIk9zhn81z5VGztUJdHIBAIOiv99r0CQJYqElOXfgCMVu3lY+2jnKX6h4XaRQDYA5XYx55Dx7Nx2JMABNgy/S9wGyKUCoFAUItVq1bVSvl6/D/Bv4PCtN2ESaU40BI4Zia/aKdw0NOF1PxGCkwKBAKBoBYGWcm2mD/xacxhNXW3umjLmKP7svqzJn549d/mGCVZSagj209S+gcRUyEQCGoxYsSIJt2JUlNT/SJLU8ybN6/FsSoChXKnm/ddUwkJCWWG1kC3CDNbjxRxKLecPtFtbyYXCASCzo7bIzPLeSdGHDw+eCJ6lYcy2YhZqiA78kSCh52Deuk1pFmGM+z0q6uPC00cwDznFRwlijfcHjTqf8cav1AqBAJBLYxGY8dMPSzwKZmaOOa7rmRadDQzgPHmowxQr6E4BRgoimIKBAJBU9hdblZ6BgPwvDGAAJ2GzP+tIPXIPoaOmIzeEIBn+EEi1bVrboWHR/Ep03C4PWQW24gPDWgP8X2OUCoEAoHgP0hJhROAQL0SYDu9fDG9tUtZkqYGhFIhEAgETWFz1hSs1WsUxSEmsTcxiTV1klTqusWMVSqJmGADh/Ot/yql4t9hb/Ex/7GEWALBfwpxfys4y/IJp5ggnfJ9aKP6AGAoOtCeYgkEAkGnwV5ezEXqv5ihWYNaJbXo2BGGDKap1lKeubeNpPM/nU6pePzxxxk5ciSBgYFERkYyY8YM9u3b55O+q1LiWa1Wn/QnEAg6HlX39389BebwtEVsNFzPadlvARDeaxQA3Rz7KLE521M0gUDQRtgqyln35VNs3ratvUX5V+AqzuBJ7dssVL/T4mMvs3/Ba7qXMKb+2QaStQ+dzv1pxYoV3HjjjYwcORKXy8X999/Pqaeeyu7duzGZTF71rVarCQ4OJicnB4CAgAAkqWWap0Ag8B6Px4PD4cBms7W40ndDyLKM1WolJyeH4OBg1PWYpP9LqB0lyh+GIAAs3UcD0E2VxfpDqYzq17O9RBMIBD5m/+YVOH95gO72vQzDw+jN8dxQEsisk7q1t2h+Z8PiVwnY/Tkxsz4nNLKLV3057RUA2CU9gS081mGMhDKQS/89GaA6nVLxyy+/1Pq8aNEiIiMj2bRpE+PHj/e6/+joaIBqxUIgEPgfWZapqKjAaDT6XLEPDg6uvs//y2idilIhGRWlgoBQMjRxxLqO4jyyBYRSIRD8K3DYbYT+cAXhFIEEebIFGXjql31cODIei+HfZbW1WctI27sRZ0U5/cfVjQ8bufV+ANZ/ehejbvvMq7GcNiUFt0PStfhY2RwJuaCx/nvmm51OqTie4uJiAEJDQ+vdb7fbsdvt1Z9LSpQXqdPpxOms38QfHh5OSEgILpdL+F8LBO2Ay+Vi9erVnHDCCWg0vnlMSZKERqNBrVbjcrl80mdnRucqBUBlsFQ/C4t00cS6juIoTG/w+SgQVFF1jYhrpWOz8f27OIEiSjBxaMLLxPYZieWjZAoLrKzcm83U/lHtLaLP2PLzewzY9BC9JGXet9XxHv1PPKtWmyoVKqx0r9fXrqNCUSqckq7FfanMyvdusOW02T3k73uzUysVHo+H2267jXHjxjFgwIB62zz++OPMnz+/zva//vqLgIB/R7S9oOPi8sCRcqhwynSr2I4mvBeu0mzMeZuw9zgTtablqxv/JVauXNneIvxr6VlpqUg+kkPq0qUAhDuV6zEvbR9LK7cJBE2xbNmy9hZB0AC2wnQuyvoIgJXGU3GXaDi8fgtj1FlcpllB+c+LWXr4jHaW0je4PPD6Zj3nylO5QfMDAOqVT7CkSFXLjVbvHslp6g04XS6vn3O29O0MBGweTYv7suWUMhoYaN/MF+8+jSGmv1ey1Ie/Y4Q7tVJx4403snPnTv7+++8G28yZM4c77rij+nNJSQnx8fFMnDiRsLAwf4gp+A9z9YebWHkgHx1O9huexZatxSApKwdrPYMZPu2WdpawY+J0Olm2bBlTpkz5zwdUtxWZW+4BYNDw0SQOPQWAz9xqntswhcF9hjFn2rj2FE/QCRD3acdn228fQSqUyUZOuflVNFpl4SBmyVuM2vYTu+RB9Jr2WvsK6SOe/HU/B52pLAq4hHGnXMLgZZcwUN5PafEGRl5Ws7h80dpDnKbeQBBlTJs2zasxty0rgBzwaANa3FdR/jB442kAulk3M2Ta3V7JUh/5+fk+77MxOq1ScdNNN7FkyRJWrlxJXFxcg+30ej16vb7Odq1WKx6Cgjal2Ork74PKDd0/NoiKfB1GyVG9X52+QVyDTSDu07Yhq7CcULkIJOgSF1/9HUsxA9gkS0Q4A8X3Lmg24j7tuCSrEvjDeTEJcXFcElCTzMYS2xO2Qagj81/x27k9MotWHwbgtqkDGDw6gf1/9aKXaz/awoPV5+jxyByRIwGIohAkCZU3LrYuxc3KrdK1+HuMiI5n24R3Mf/1INusYYxsg9/B379tp1MqZFnm5ptv5rvvvmP58uV07dq1vUUSCOrl4N9fskjzOqtNk7jvlgWUFO1l18ov0e3+mkG2jQSVJbe3iIL/KDvSctjlnsYYw1HGRPep3h5iUlYxC8odDR0qEAg6ETvsUXzsPoubuvWotT08XinOFinn4XTY0erqLr52JkqL83lF/RzFKhPnDPsGgKK+l8GOuegcRdXtyqzljFPtxCGr+cEzjinlVoKCLK0eNyNoKNc7bqVrVDz1O+E3TvcTZjDoNyMeB0zKLaNbhLnVsnQEOl2dihtvvJGPP/6YTz/9lMDAQLKyssjKyqKioqK9RRMIauHa9yvj1TuYGJgOgCU4jBFnXU/Iec8BYHO6sTlEwLDA/2zNsvOC63y+7fMMqGpS60ZTwEz1L4wt+qEdpRMIBL4irUCZGyUcV7E5LDoem6xFLcnkHD1IYW4m6754gr0b/2gPMb2mvDCX09QbOFO9Bp1WWS93Rw3gfddUVqrHVrezFmbxgu41ZCTucl5HodO71OKF2ih+9ozmsGV4q4436zWc3FuxnLzzd4pXsnQEOp1S8frrr1NcXMzJJ59MTExM9b8vvviivUUTCGoRV7AWAH2fKbW3dx/I+dpXOcu+kH+S/evvKBAA7MsqA6BfTO0VughPDvO0H3JBxZcs3/fvSXMoEHQEdqcX89Dnf5NTYvPbmLHZy+kupRMfXNsSIalUZKuV7EP5aXvZ//m9jN7zOH2WnEvWkYN+k89XWEvyACiTaly8tHHDmO+6kq/lk6u32cqKlHYYASiq8C47ks3pBkCvbf10+rJR8YRQQlbydq9k6Qh0OqVCluV6/82cObO9RRMIqkk/tIsucjZOWU2PkVNr7ZNUKvoNGALAn3vFxE3gfzSZm4ikkF6RtU3tXZIUl4g4KQ/Vx+eSllPcHuIJBP8qyu0uvtiQxpLX7mbh3un8tvhDv4xrLSvmMdtj/KG/m96Wui6NuWbF9dF68B9iCjdWb0/952u/yOdL7KUFAFhVNc+04IC67py20kIASuUA9DgoLi31alxz4V7OUK0hyXWo1X105whbDNfxXNk9XsnSEeh0SoVA0Bk4ulFJLXdA3w+zJaTO/t7RSu3N3FJ7nX0CQVuyNa2QZyoeZr3hRvqoj9bapwnuQuHgawEYr95BScqG9hBRIPhXsWh1Kvd+s4OZml8BGJrxqV/GPbp/CypJJo9gQqPqJrTxJCgZ3gIyVpPgSa/ebkr51S/y+RJHuaIs2NQ1SkVogJYIioixp1TXa3CUKwslSaps9hlmYkr2LqVst5xfeEX3MqOKfm51H6FRiQAEU4atsu5FZ0UoFQJBG6BNU+orFMfUn5YzqWQT3+oe5pKsp/wplkBA9qIrMEs2nKgJSehXZ3/IOTXXpMtW5k/RBIJ/JQdzlPvoedd5ANg9/pl6FaVsASBTX39Cm+gxF3GC7SX+cShB3DZZy0FPLH+VJ7DjaHGnKv7rKi8CwK4JrN4WZFCzTn8jv+nvpTg/E4CKvMO1jytrvQuyx+0mNusvAGSNodX9BIaEY5eVLE0FWUda3U9HQCgVAkEbYLQr/p2G2LqTNgCTysEw1UHiHK03mQoELeVobgET3GsAKIkYgaSpP+PLAU0vANx2kQBDIPCWyOxVTFJtZmTvJADCHJl+GVeVugqAsrCB9e5PiOtCmSGaJ10Xc7PjJtLO/oZrgl7nOdeFnPnK3zz7236/yOkLPBWKpcKprYkTU2s0FEuK5SL/nfMpLS5g6M5Hax0nVx7XGvau/41Ej6IEhI04r9X9SCoV+apQAEpyhVIhEAiOo0AK4YgnAvT1p6rTBgQBoPf4t9ql4L/LrsPZHHxpBgbJSbkUQNgNDbs4uFSKsuFxdm5TvEDQETinaBHv6Z6hf5Di7hojZ1Nc3rbB2qXFBfQpWQ1AyJCzGmw376z+gMTA0/5Hr2ETuPHkHkRQxGTVJtzJf7WpjL5ErlDcmtz6oFrbU0xDAejt2sf292+hEMWSsUs3GABVRUGrxyw9vBWAbYaR9Bp2cqv7ASjWKMWYrflHm2jZsRFKhUDQBjximsNJjhcp63Jivfv1AYqyYRRKhcBPZHx2MyertwGQ1eU0kKQG2/4RdD73OWeRbe7rL/EEgn8lsiwT5s4FIKjXOCowoJPcrPzlyzYdd/eHt2GWKsginJ7DJjbY7txhcWybeyrXjO8OwHnD43hzood3dM9yduGiNpXRlywNv5r+tnfZ0PWGWtuH3LGYtREXAGDLP8po+2tcFPoVpUlKVkaNzYsMjDm7AbCG9W99H5WUG2IAcKSs9rqv9kQoFQJBG+B0ewDQquu/xYyBwQAEyP8u95Kd6cU8+fNutqz4Hmtp683KAt+SVWwjr8xBsRxA0cD/0f3SZxttvyd4PJ+7J5Gv7eInCQWCfydFJWVESMoqekiXHqR3vwiA7jueo7gNi0yGFisT3rTBt6JuomJ0kLF21WVd5aKX3t15Fr0yS2yUY8QcFFpru0qtJnjEhQCMVSnfSVx0FNrgWACMttxWjedxu4kq2gqANrY1Ze9qox16MQBhWf/w2fo0r/trL4RSIRC0ATVKRf2rwQZzMAAmyYbb7faXWG3OA9/tYPPKpfT5cxY7P7yzvcURoORRP+GJP5jjms35gR8TfM6zEBDa6DFVOdercrALBILWseLv5QDY0aEPjKDbOXNZqRnHHfZrWbKz7WIrbtYtYJztRTQDzm3xsTqT4kLUWSzpsiyz9YiiuA3oElRnf3y/UXhkiVKM6HDSM8pMQJiSDSvIldeqMZdsPkiqMwS7rCV+8KTWC1/JoJPPZ5l6PG+5p/Prriyv+2svhFIhELQBT1rn8YPuAcwlyfXuN1VaKgDKy/49tQCk9E1MVG/FKDnonvt7e4vzn8ftkVnw9hcYKy1isyb0BFXTj/1YTyYnqnZgKOn8FV4FgvYkbtPTAGRHngiShMocxpoRz7FXTmBXRkmbjZtZoSGdCAItdSfZTaE3BQNgpHMoFVlpB3jTcR/3az9lQGzdOEZTYDDrYi/DJekZ0y2Us4fEYonqxh/uofzpHtKqLFebMpxc5byb9/u8SVRcd6/PQVKpsJ75Bl+5J1QvSnZGGreJCQSCVtFDTiVcVcQhqf6Hg15vpEA2Y0NH6aHdZLhr6lWYgsKJ7znYX6L6lBeNb1dnwzDKNjxuNyq1up2l+u+yZd1fPJZzPSdqR5E34g4uGpnQrONOyv+Gu3Rf8U/mVcDkthXyOFJ2b6BoycOoRlzF4EkX+nVsgcCXVNid9HXvBQnMpz1cvb1fjIUY8hmw6R1+kC7mrBkX+XRcj0emxKbUZTjetak5BFQuepnkCmSPB6kZCxHtSfb+jQxXHSBY7cKgq39aO/baVwGoKjtoC+jG1c67AZheamX/x7dh7DOF1NBxfL3pKM9fNIRwc/3Z8QDSiyqQUWHuOsJn56FTqwAJh0soFQKB4Bg0uABQa+t/KEkqFZPU73Oa/VceXXwGaqn2Ssm28W8yeNLFbS6nrzF6arIFBUh2Mo4cJLaySrPA/zjTtwMwTb0e25hezT5O1hoBULn8v1KZvfwtxlhXw8rVZHQbLK4fQaclLWUfvSU7DjSEJNQE8/aL0vOM9g3GqXfh3LKCvb0H0Kev98G+VZSWFvGY+m2KMWExnNri46uUCo3kwWYrxxAQ2PgB7YwtT7GoFhvim32MQasmyKiluMLJmh/eYXrOl5DzJRfb3qMCA99tTmf2+G4NHn+0QHk2dgkxeif8MYSW7uNl7Us4i7sAJ/isX3/SsdVPgaCTopUVpULTgFIBEFRxhHmaD1BLMsWYyJCiKELJqW3f/r1f5PQ1Jll50FbIOgByD21rT3H+83hKFJ/tjaHTMUS1wERfWchJcrVt2sv6+Epfk+897efnkT2dd9VO8N9me1kQg21v8XDYc0gaXfX2rqEm+usUv3mt5KY8db1Pxy0vyOYSzV9cqf4Ng64VlgqTBY+sxAOWlRT5VLY2oUixjjvMLUssERNkwEI5toKawOg3tc8DMjkFjSca+aT4/1ipu5VEVetiMuojwFXImeq1DLFv8lmf/kYoFQJBG6CttFRoGnmgp8vhvOk+k1UMw/LwUWLn7ufIpFdI9USxJs/AVe+vZ3cb+tz6GrfLhUlSJqGH9Eoq0oqMXe0p0n8eVXk2AG5TVMsOrLRUqN3+Vyr2W8284ToTgDHZn7Hh+1f9LoNA0FpKKxx8+MIcPnn6Jl76dQfFmAnpObpWG5XOQPA92zmgV4qjuu2+rQdjLVYyGpVWFn5rKZJKxQJmc5vjBsrk1leK9he6MqW2gxSS2KLjHpTfYLthNicXfFW9baRqH9v1szlz770NHldaXEAYxSSocomMimmd0PWgqixGqsHpsz79jVAqBAIfI3s86KSmLRWPnDuUjV2vo+dtP1X7rPYccybnal/ledf5/LUvl/8t2oDb0/IgsvagrLSo+u+S8CEAqPI6T0XWllBY7mDLiu9Z++kjHXolXVehTC5UgS178UlV7k/toFRkFFWwydOz+rNqy4eMfPR39mQU+V0WgaAlHEpL4/DjI7mi6DUuK/+IwLIUjFo1V41LqttYb6Zco2Rhk+2+dTO0lSoF3ayq1ikVAL8aTmOx50RK3bqmG7czFlsGAPqIri06Th2kWDbCUJKlZBHBwVPewSJZCbM3nNY1becaAPIIxmwJaY3I9cujq1QqKj0dOiNCqRAIfIzLVbPKoNE1vMpz8agEPrp6NNHBAdXbDDoNP996Em9fMYIzVau5q+IFUnZvaFN5fcGRA9sozDoMgEPWoI8fSoFsZn+enbwyexNHdy42pBZw6sKvGPrXFYzZ/zSHdq5tb5EaxORQTPPa4JYpFSqdck3621Jhqyhnlv0Dukh5bNYOB8Aq63nbfg/pn93iV1kEgpaS8sNTDFClVn9+3PIti64aSWRg/e8Bl0ZR3j1OHysVhcoku0Ld+lgIk14JuS2zd+wJbkbKXhJcyrsnJK5Pi47VxyiWIoes5h7nbP4e8hQxvYYBEO3JoaK8tN7jbGveAiDV4rsgbQCNVrlONHLntVSIQG2BwMc4nXby5FC0uAjQtnyVJ8piYEo/A1GWdQyybSD5u2tI9rxG90EdM3Areftqun97Ok5ZDRKUSQGEjjifYSsiAdj7+34emTGwnaX0HQ8t3smYyiJKAGV5R9tRmsYJcinVYk2VOdmbS5VSoXH7VyHMPXqQ6zU/YpX1GOdkMeHZFfQoXMW7umfJLC3pFJloBP8uPB6ZJYseJyAiiclnXtpgu6zcPIbnfgsSZA68nphzHmWwxw2aht8BHrWiVMgO3ykVssdD8La3AbAaWuj2eAyDVKkkqQ7jKIiB7mG+Es+n2Jxubvr2II/L0TgN4fTvOahFx0f0GAbrQEbFYveJDIkZRnh0PLmEECEVcnjnGvqMrh3ovvX3zxhethwAuZv39SmORVu5CKntxO5PQqkQCHyMUzIy1v4KAAeMrV8psiZOhH0b6O5OIXXxtTBoh69E9Al/7cthfUoBJ6Z9TneUgMNHnJcRbNJzU0Qgl4xK4LP1afy1NxdZlpGk+gsBdiZ+/fZ9YnOOssJT8/JyluW3o0QNU2R1cIP9Jkar9nBtQstW8CrC+7PQeRnaoK54Xyu2+eQmbyEeyNDE0UOl4qtrx/LkjwZs+18iRsolZc8GuvYf3WQ/AkFjyB4PG394Dc/RTchB8Qw57x7cbhd7V32DKTKJze6ebEgtIMio5dSgI5yV9iSkge3U8zDo67q0FhUX4XxlDNFSORnqWGLPeRRUauVfI6zrMpOHMk/g9PChPsv1U1KYSw+3Uh8p9PT7W93PZe7FDNf9yZrddhg5zEfS+ZaNqYVszpW4RjuHTy4Y0uIFh7juA8kniDCpmMFSMqEm5dlyNKAvEdbVFCWvg+OUiop05T1sl7UMnDrTJ+dRhabS/UnXiS0VYslHIPAxjmMK12hUrZ9IDz/vLnbqhwAQ6Ol4BfIWLvoe3aqncGfWrNp/7R7PL4FKBdeHzujLyZodXFX2FkdTO39sRXFhHpO23ckZ6rUM65XEJvPJALjKC9pXsAbYmFrIFrknv4VeQkhEy9yfPKE9edc9nTez+7Bj5XdtJGFd7EeVbGEFFkUJirQYePaysewLUCY1WRs7Z1a0/xKeDh4Dll5UwYQnfkPa/AGj875lTPKLaJ+Mw/RsIsPX30GfJeey8vt3+W5LOotWp5C87O3qY5N3rKm3z33795LqUawCZaPvaFKZqMIRGMc+OYFCufWxD8dTWFLMbk8iKXIsXfuNbHU/jghlOUGX13GTbezNUhKZ9Ovdl7geLV/+kFQqDpuVmlDPaN8gTOsAwBahLBqpc+qeu2RVFpG2xF6IwWhqldwNoa62VHRsl7PGEEqFQOBjqqph6tQqr1bntTo9prOe8pVYPiWjqIIZ6r+5XfsNVhcUycrDtZuUicWgZLwK0Gl40PAVszQ/k7tvXXuK6xNy0/ahldycq/6b+WcPwKUPBkC2Np56sD0ot7t46PudAIxMDG3x8ZbKgllmbPT74yryMg77VL76WPPmzYw9+h4AcnRtNwZbkuJmYM6of1In6Bjc+eU2TnrqL4orOu5K68drD5NW4uY6x+1sMowFqFMnKF0Op3+4xNe6+fyf5vfq7fvS619A2O+O4f+c93NL/Lf0OnV2s2UxaBXlo8LpbulpNEieFM40x+NcaXrNq35MCUMAGF76Fwe3/eMDyXxP2aF1dJfS6RsV0HTjBtCNngVAoiqHWK3ihqYyhQOgcdTNvviL+VwudjzI4YTz6uzzFk1wFwba3mGg/Z1WVfnuCAj3J4HAx3iKj/Kt7mHKJDNwuld9qdTK5E6N7146vmBLWhG/uUdwi2Yx41Q7CZQqAHhM+y45Ey6vbldk6g7FB7Fl7mkvUX1GWY4ysT6g7kHPMBMZhmAAVLaOp1Qc2raS1yvuYqemK0PGvt/i4wd1CeK2yT0ZtGI2akkm78g+wmNblq6xJeSkpzA2U6l165YlogfXdjkI7jEa9kCsPbnNZBB4hyzLfLNZiS/6dVcWF45ofiEyf7Fp6buU/bMdOJV7zjuJ4SMvJf3QHnIObsIYGkNi31EUZKdxvzOE0T1j2PjKp1CgWFmvctxNqL0759bT79FCZTIaGhHdInniKvZxi/pbQvP7AoO9O7lKCsqV1fZQk3dZmxIHngjLlb8L/3oZBo/zUjLfc/bhx7lNf5gtnpeBvq3qY8BJZ7NT+oiKvDRGdlP6cAR3Zal7FMXavgw9rn2yI5i1nn6cH+n7opw6rYZSFAXJ4fag1zTP4tWREEqFQOBj3LZyhqkOVhey8waV1kC+HEgpZoK9F81nGNa9xHWazQAEShV87R7PuapVOE+8i/G9IqrbucN6QvGvaAs6v/uTvbJAUplecXNI73IGs1NC6WoeTEfz8nfkHWa46hA6fQD9ugS1+HiVSuK2yb3Ys84BTijPT/eZbOu+fIqovR9yMGIKk659DpVKoiD7CKGyCo3kIW/2JhLjahfqS+gzAvcPEmFSMSmph+ia1HCl238zHo/M4QIrSWEBHS5GqaQwn9e1z2NHi8f2FNDxlAr9tg8Zo9KxTh7AGYOnAtClW1+6dKuZkHbp1p+qEmojbvyAbb+9z44DqfyVMYQxRfUHVGfkK1mC4lpYXTnGuo+ztV+zpfgE4K4Wn099FFp9o1QEhUWxJuFaxqa9ibEi0xei+ZTDezbR1XMYp6wmadgUr/oacOJZtT5bu5zIDU4jw/TBXHJc2yqlLczs+1S7OnWN85DD1TmVCuH+JBD4GLdTyZjj9oXOHpLEcPubnO55wfu+fEhc9p+coa5JpXq+eiUbxr/PwFNn1mpniFVS9gVbU/wpXpsgF6QCYDfFKp8j+7DMM4L9nth2lKp+XKU5ANh03uVQr9ArCqKzyDdKxZbfPmb07kcpc6m5+/Aovq5c2U7V9aKX/UP+L/wLouLqVv42mgLZqBnKUvcobv6gY7pi+IPPNxxh4jPLeWdVx7uf8tIPcrp6AzPUq4lJ+bq9xalFfvZR1rx5MwPsW5muXs/bVwwnQNf081mlVjP49Fn0OesOQCK7sK47jNvl4t7kK9igv45BrpYl01DpFbdRrbuiRcc1Ruy+D/lDdycXWD/3uq/AXicq/zt9VzXaF7hdLsq+uw2AXQEjWxwz1hQBOmUyb3XU9RA4tfhrLlcvI1Lju9+sCp1K4gnNWzynfQ1neceLo2wOwlIhEPiYKqXC6YPbS6NWViM7UgE8u81KV+dBkGCT+eTq9HpBlrqZrgIjlWJEIe6OmSGpuRzes4kx2Z8pHyoLJgUHKCtVBaX+LxDXFJ4ypeid0+BdKkhHQBSUgVzqm5VK+6HVAOTLFooxs+5QAReOiCen1IYHFaagiAaP3T3pPeb/uBvJpdwPai+SIHRWFi1eyrvaz1Et88D4le0tTi1Kc1Kr/5ZKs9pPkHrYv/hxxmZ+DEAuIST0GtKi4+MMVtbpbyDEWorblY1ao63et/mHVxkpZ2JDS9feLXNhUlcqFRqP754h2tKjdFdlkqvyftIbGNWVg55YDssxtJ3zY8vZsvRtRji2Uy4bCDpjgc/7VxROGZe99ncoezxc7/oIndZNpuZ6n4+rUqs4T70KreQmx1YKhPt8jLZGWCoEAh9TpVS4JO+ViqqJk6sDVW1O3roSneQinyB6/O8dDqh7UICF2J7He5+COVTxMQ6SS/G4O845tJQ9KYers7uE9lOChqMtBhKlLF7Pn8nWp05j6x+fk5uR2o5S1qCyKiuLHqOX+eUrK3Fry7O9FQkAtU0JdE0NHIoHFQdzywDIKlYmVVGWhivQXzZamdbIMpR04EDgtkRnNHOKegsnqnZSfkwF+46APb+mArGmwjfXi6+IyKkJ8E8bNbfFqUcjImIIoRSd5CYvIxXZ7WLzJw+x5cvHkI8qxUm3Rp9PRGxSi/rV6BX/ea2PlIri/OyaxY8A72tLhCf0ZbLjGeY6LiM7J9fr/nyFeYcSf7Wj69VtkmI6pHQ/h/SX83nFNbW2l5UUopMU60VweNtYqKsWI532zlk0VlgqBAIf43YqPpduSdtEy6bROsv4XLcQNW487tNQqdvXx9LtcqFfdh8AqYHDGB4aQeD963E67egNdTNwBIUrE3Gt5Ka4pJCgkI5ZRKkpdqj7cYvjKc4dEMwTwyYAMKCLhUcj/6RLcT5drGtg1RqKV5kovHGTz83xLUVrVybvkqnhlf/moAlSXpxGW47XMgHoKuWKCg3huuIfGJ51gOL8z+h/6F1e0W7H7b4CGqiModOouFW/hFB3LqW5fQgx1XWT+rcz2aNYerSSm7SU3R2rIGZOTTKGAFvHmYA67DbiXGkgwb4zvmP4iJYXLFOr1WSpwukiZ1OYdYgjy99nxKFXATgqh4ME6i5DWtyvxqDE3ek8vplAHvjnO6pqPAd2H+N1fya9Bi0uzlKtJuO114mat97rPr3FZi2jm2MfSBA//v/aZAxDQCAqSSZArm2pKM7LJBCwynoCTK2vQdUYTkkD2HE5fe9e5Q+EpUIg8JL8Mjvjn/qLhytTeHpcvrNUqCQYo9rDSNV+3O72y13tdrlY98UTbHvhXLq7FX9uV4Lib6tSq+tVKAD0BhNXyPM5xf40+Y7OF3RWRVaxHQda4rvUVKaWJIlxt37E1nGvs1M/hBJMBFHOvu+fbkdJFQwOZfKusXinVOiDFaUwwFXkrUgAGJ1KpqyI2ETu1nzBFPUmgl7uxfSctzhDvZZYVePjXKT6nSs1y7DmpfpEns5EcUEut/FJ9We3y9GO0tTG7XLRPe/P6s8xzsN43LX90V1OB7vX/ExOun/jQVKzcvjEPZlfGEuvYSe3up8SjbIgUlGQhSF9dfX2OEmxCgbGtTz7kNaguD/pZd9YKly5BwDYahxD/3HTfdLnAGMB56tXEiF3DBfWfft2k08QuYQQm+T7DEwAugBFYTDgqHUdlxUqbn1FqpYnv2guTpTFSKej47nVNgehVAgEXvLePymkFVj5cE0qAC6PTIkcgE1qfe7sKjSaGsXE7fKvy0duRipr3ryZlZ8+yesvzGf0nscZVrYCgF26wQw8vXn52FNNg0mWu1Boq+3+lFVs6/CFsqooK85DwkO0xVBru6RSMWTKpQyYs4J9Qx8EIDRrVXuIWIsyt5YKWYchKNKrftTxo5hmf4wbVA/6RC6zWwk+DAiPZ1PodBxyjaLpkNV0HXNmo8eXqyxK25KOFTjqa+wuN1aHC6erZiFh9+LaNWs8zo6jVBzZv4VwiqiQddhkLSGUcmhn7ZoiO587k36/Xkzh+xf7VbaUMh0LXf/H6+EPttjt6VisOkWpcBZnYnIpyvEv7prictFdW158rUqpMOCbCaSmOBUAW8won/QH8MTlJ9NNlUWclIerA1xzG8rCGWt/mceT3vXq92yMALOiVKgkGVtFWfV2W5FisS1TB7fJuACuSqXC3UmVCuH+JBC0gPRDe8jcVTtAUn8gm991nxEr5VNcuJvsiBM4x/4OI6JD8DYHyrEBgS4/KhV5WWmUvXMWYz2HSc8Io9zTDSrnfxfwFF/eN7vZD/QQk460Aiv5ZTUvpM/WpzHn2x3cP60P14zv+G4sczJv4xV9OnsqPgbi6m0T0388bIFEZwpOhx2truH4gLZmtmcOxXYHv/U4yat+gkNC2S0nobFKyLLsdRrT3Z4ECmUDgaGx9L31E8pLiyh4djjR5LE1ZCqjohMaPd6msYAbyo9sZ83bqzH3nsTA8Wd7JVN7IXs8lJYUUl5cW0H6ZlcZz67KQpbhC90CRqv2clgVz0h3Ohzz9ft7kaExSorzKZGN5KujKDbEMMS6hrztv9Fj8ImUlxaR8eJkhriUVfTerr3IHk+bTQiPJy1fSQMbH+rdIo/TEAHl4CnNJtBdBMCn0jR6e9Io1McyrBWuncbwRC6wP0yRFMivHhmVl8kHLFYlrkUf1cOrfo6le0KX6r9LCnMJjezSSOu2Z392KSAR16XtUhYbjDWuTdbyUgLMimXCUaLEClVovcuq1xhOSQtyjRt1Z0MoFQJBC9B+OI0R1K6qOgKqbX4H0/bhQMl4pFV7/9LUHKNU+HMSkfbRDQzzKMXeVroHESvVmL5dxvAWTQgmSZs5Wb0FVboH+p+Jw+VhzrdK6sUXfz/Q4ZUK2eMh1JOPVnITFBbVYLvYrn3ZJvfkoCeagRlZ9Epqn3wpVoersqKxREywdxOpkMoMVy6PTKndVV0tvTXYnG5m2W8HYFtsLwBMgcF4bt9ASnoyw3o2nTnHrgsGO4xNeUXZkL6I3B7bWhwg254UF+aR+8qpJLpSsUhuLMfttzovQpbPxoCdEln5/RI9R0CCjZbJhJQn092dgsfdcSYdyYZBnGd/l5N7BHOpZTuvbY+g3NGLMcCOn99mTKVCUUVxfjbBfoo7Ks46RAglJIZ6V9vEY4qEfNCUZxEsl4AET14zg4CQm4jWts61MzgoiA1yH5Ch1OYiKMC7OLz57quIdhzmuu6+i7XRaHWUEIAFK6UdQqlQLAe9oryvA9UQKrVaiZuQ7NjLS6u3uyuz6jn0oW02tqtaqRCWCoHgX43L6SCyUqHYpRuI55iYiYH2LQCUZh3EGa5MJrUa75UKtbpmDH9aKqKsSrG6zWNeZPyYi/jxmdlMYDsACXLLahaMs69ihPZX/tlejjzlDLZsXMVdmi8YJh2gQhcOnOZr8X1K2r4tJFKOQ9YQEd/wCqBKrWZh9EtsPFzIy8VaevlRxmPJrMykZNZrCPRCCQAw6tRcp/uZME8+JbkDsMS3XlF64Dsl5kirlrAYa67rwKBQAoOa95J264OhFPZ44umrOgJAfvrBTqVUpGz8jSHu5Gqrg0PW4DnWBKHSMGNgLI/O6M+2zzexxj6AwH6T0egDGDxkPLuePpUcVzCuDpRMLa9ciSMLCTRhGnYBT21OIC7PyN2A5eD3ddrnZx32m1Jx6qHHucuwkfXWBbS26jKAK6wX/6T0J9dhZoSkfPkh4TEYDK0vgqbTqDDp1JQ73BRYHV4rFevsSbg8idwd4dtV/FIpEItspaK4fQPwZY+HZ3KuIV0bSlzgh206VoVkIAA7dmtNbZI1gafxoiOEyXG9GdnIsd7wUPDj7Moo4bmw4W00QtsilAqBoJk4nE5WuIeix8HwW3/BaKpZKdn07DkML/0Te+4hwoqK+Ej7JfklwwHvfFsllQpXZaVhj5+UCmVlvhAkiOo1mi7BRrb0vo09B7bSV3WEsWEtW0ExDzoTVv3KuLJf8MwLYbQkM7ryyVPoapsMGr4kY+2XJAJ7AoYz2Nx4gF5UZcxFfln7pQO07lvOj7oH2K8fBEz1ur+Zql+IVuWyP/daaKVScWDLSibtWMhW6QKmnjS+1W5UVSlyd8uJ2D06hqiSqSjsWDURmmKrcRQ32l7kvCQbN1xxOYaA2iuu9xzz9wkzH61z/IKQx9icVsSbER1n0pFXqlhNIgL1DKis4H60sIKjecV0s+8FCSbZn+FF7SvES7kUF/pvcmp2KO5lhtD63Rabi63HdK5ZE02c1clep4pQjY1rDC2roF0fF+pXY3EfpTwrDsJbVufiWJxuD67KGDWjzrdJMaxqC7iysbVzLFNxQQ49pKP0UB/FFu1dvFhTbFAPA0cZcbKiNJbZXby5uRy7px+TIvu02bg2bQiFwIqDxUzs59012x6IQG2BoJnYZS1XO+/mcucD6IymWvucJmXVzZCxjoF7nuUk9U6iI73LvFNFGUZKZaPfsj+VlhRilJRJQmiUsuL15v+NQHPu66wLP5fTzrmiRf31OeX/2Bp9PqAEvh1LCKWUlBR5L3QbYshTVtgr4sc32TbMrEPCQ1FpaZNt2wp7zgEGqlLprvLNZLtMrTjoVBS1Lq2stawY8/f/Y7p6PU+G/8I9p7X+hWzpq6QDHSilkC8rcjlLfJPu1l+kFTpIJwJbwoQ6CkVzqHKrdLk7TpKD0amvsUj7JEPtGwkyahmZYGGKaiNHXj8Pg+SkSDZx3pQJzI14kSH2t3n1ULTfZDN6ygHQm73zgw8zK5PLoxVa3nCfxYcBV3otG8AlnqXcrv0GT/Yur/qpqCjnfPUKpqvWYvSBlbxW3xpFUdx2oH0ruRfmKNbJIswYjnsH+5oXLXdynfN2UirrE/341jxwKQtq/WLaLvtTqEkHyCxdt6tT1nYSlgqBoJnYK/0NtGqpbjXfwCjIgiFWJePJESmWIefc4ZNxx8nvUe5wszKgbYrtHE9hVhoWoEQOwHKMNabnkJNgSOsCfwfMfJGdX4eitUQT3nMUGmMgqkWnE4iVnLT9WAb4LluJrwmwK6uqurCmV+knF37Bw/pX2LT/TDitbc3zDeEuzgDAZmw4/qMlWLXB4AZHKyfv2799hjHkkkUEPa960ytZ+o6eyvV/zufXsu68GrgInOAu61xKxdFCJXA4LqR1q9xVSoWzA004Ekq30Fe9m41qxd/97sQDjMp5DiqzcaYZ+3HjpF7kljnZnF7OH3tz2JtVQp/o4yNKfE8AyvdtCPTOD96sr3JNkgGJMFPr3Z6OpaL6/vIuZaujJJ9ntG/iklWo1fN9IlsVP+tP54vSQaxJi2BMVim9o9vHwlyWpzzbilQhBLfxWON7hrMns4S3Vx1ioC6DS/JfpruuD7bLfuTEnm1X6fqxGX15JvkMLFIFuTljiIhpPHlFR0NYKgSCZmJ3KW9IvaauaVljqb3yVjTxMZ+tpPi7qnamFMG59nk8EnBP042bicZgZsDlT9P7rDsJ63sSQUlDyNApAe2ur68hN7fjFMs6niCX8rI3hzdtitYHBKKRPOjs7ZjT3aqku/S6mnYlDp2ywusubd3k3Zi5FoDU3lcRFOqd9U6lVnP/Ddfw8eyxBEcoSrZU3rnSy05Of517NZ/RXVfYquMvLnmPr3TzCM/4s+nGfsCWvZ++zt0AWOL6ATDy9Jms7XYLKaokthtGEnC6MsmddVJXIinkavVSDi/zTsFsDrLHg6mygJkp0DtLhcVdwDb9LFINl9FfSiVRU+QDCcGhCwbA7eV1bLMqCp0Nvc8za1m7ncZWT3cuVv9F+vJ3fdp3S7AXKUpFmbbti6hefVJXTFQwLesNYj8/FQCtOYzxvdvW7SrcYsIuKQsOeenJbTpWW9BiS8XQoUOb5Q+7efPmVgkkEHRU5Jw97NVfSY4UBuyrtU8fnkSGHEqsVIBHlug2dKLPxtVUrky6/VTTIbtCYrPcC11I22W4AHCNmAWrb6cPKaz67nEirnmuTcdrDR6PzOeuk4khj5Njm85SpbUoL5yq4nPtgcZRpPxh9E3aQ1dAFJQAZdmtOl7vUiY7ulDfBI/GhwYQHxrA0p1jeSmtBI1+BN7XDvYPxQW5zLB9h07jJj1kTqv66OJKY6hqP+sr2s9Cs279PyQk9SI8JJiQPKXK8mbzeIZWWjIllYoxVywEFtY6Li4kgNdOKGPE5o9JS+mC7LmzTVPLWstLMFUGVZss3t0PAaZAgiTF6vGT/n42l5wInOGtiLj0wcofVu+eGQ6b4uZlk/T4Oi/StRO6Y9jyDtfwEztSMoDbfDxC83AVZwJg07edpaCKyEADKwx3Ek4RAB5ZwjjhtjYfF6BAG0WEs4CynFS/jOdLWqxUzJgxow3EEAg6Pk57BQbJiY66sQ2Gbicw1zmTt3XPcUTdhcTAYJ+N+6jnJUzaQqTCeIga5LN+G+JoobKyFxPkfRBiY/SbfCXZ654myp1BYMH2Nh2rteSXO3jBdS6SBAcim7ZUGIIUlyOTjypQNxuPG0ozISgOrUMpMKcx+SiXemA0ZIHW2jqlwuhW4kt0Xvq0H48jYQLPrQkiqTCAGelpaKp8bYCImES/1UFoCfuXf8pIyU2KKpGu3fq3qg9Zpby2ZXf71KnYsnoZI3+9gGQpAc3Ny0l0KJni5H4zmvWd955wIfZND5LgSSdl7ya69murPDpQXlKICXDJqlbFrxyLOTAIjyxVx4W51YYmjmge7sAukAsh+Vu86sdhU5R3h+T7+jixwUbOmX4G/PQ+4fajLTq2uCCXkoIs4nsM9F6QSldHV4BvXDubQj4mK9uOk99m8OhT/TJuuTEGnHtw5h/2y3i+pMVKxdy5c9tCDoGgw+O2K5Ntp1TXlzYiUM9klWKdywgZhS8rFAyXdxKpLuCgvaTpxj4gdM/HXKkuoGfwhW06jqRSk3/R98x+/xfyVN34xwfF1XzJzr9/wPDbvcQwB5c5ttpi1BimUCVgP1gubmvxapHy/v/oemQx2TO+wuBSxlabfbOapw1W3IyM9ta5ZwR4lMmOwexby9eguCBUEqTmWyl480wGqFKr920NGMuQe37x2VibfnoH55Ha1vfg4efSZ+TkZvdhqygnYfuLAGQlnllZzableCTFt7+9lIqv08z0R0VPDrPltTMZJB8GCeIHT2rW8YFBoWw1jWCIdQ3Z679rU6WizCnxs2sKARq4wEslU61WU4qBQJT3gEfjXQ2YKmLHXYYr+SV62XdwePVXJJ5wQav6cVVaKtpCqQAIjk4CIFwuwON2o1I3nWGqOD+bipdPoIucz/qBDzPy3Nu8UvbLnR6y5WA8gf6plXFkzDwi1t7K+sGPMGpi636X1uA0x0EJSEWdT6lo1a+7du1aHnjgAe6++25++cV3D+6W8Oqrr5KUlITBYGD06NGsX7++XeQQ/HdwOZSXiasepSLIqOUt93SecV6APPgS345bWQ/DX8XvxuV9yXztBwzSt25luiV069qdnXQnwyqRU9p+aViPxemw43TYCf/9DnqoMjhJvZ3uEc2LjwkOV5QKC+Xsz8jnge92cKTA2pbiUlhaQdcjiwHIXv4G5R4dJXIAhkDf+B3L3SYyzf4YczR3ter4/XIcez3xBAT7JhtaFd0izLz5fyPoGm7CjRqnrMYlK6+0HuVbfTbO4X1bGL7hTsZkfVLrX9RPV1FR3vwsX0f2biKKfIowM/SC1rk+AXhUlQHDLv8Xv5NlmV8PlnOFU5F/qHsnakkmh1AiuzRfTbInTADAlLmmTeSsokgVxFzXVbwUcINP+iuXap4DHq1vLLnduvdilWU6JbKRzct/aHU/LrvynHGofGNBOZ6wqHjcsoRWclOQ23Stog2LXyHo5V5Ek4dKkhm443Ge/uK36tjE5vDGimROePwPftulZLL70DyL0fbXSO/dsgyErWXYaTNx3p/DqHNu9st4VRjiFKtOeOFWv47rC1qsVHz99deMGzeOF198kXfeeYfp06fzzDPPtIVsDfLFF19wxx13MHfuXDZv3szgwYOZOnUqOTmdKwvI8ez850c2vHAxm39Z1N6iCOrB7axUKlR1CxRJksTMs07FMe5ORp84xafjelBWhGQ/KBXF+dl0cSvBcLF92m4FsQqDVk1SmPKiTs4pa/PxmsJWUU7+Y/3QPhZJNErw+MhBA3jpkqHNOj4wOBynrPxeN739G5+sS+Pajza1mbwA/6QUcr3jVgAGFf3BEttghtjfQt3VN1V1wyOi2S0nsa1AWyvj0I4V37Lj8Yms/+b5Bo+1u9xcZp/DaY4nMUW0dm2+Yab0i+Kvu05m8ILNaOcXUH6b4opjliqw21qvzGWlHWDrH5/z264s7ltezkzHPSSru7E2+jLWRl9GDqGEUML2n95odp/leYrbSI4m1jtXnEr3Jzz+STF9LBnFNvLK7GykP2mSYsFKl8PYam5ZVrjIgYpVo7ttF05H2y0mlNqU7yhQ711RuSoqVDXWCVnjO/fQgbNeZ4zrLW4vuZhDua17DrrtiqXCqWobS4VWpydfUlwYCzNTm2wfuqN2QPcUx1O8ts3NbZ9vbdZ4+7JK2fvrO3xWcR2By5QFjVKb8g70tqhnS9Dq2ub7bIyuI6cB0NNziOzMI7X2ldtd2JzNV8z8TYuViscff5zZs2dTXFxMYWEhjzzyCI899lhbyNYgzz33HLNnz+aqq66iX79+vPHGGwQEBPDee+/5VQ5fsu3Pzxmw7HJGFv1M/Np5JG9fzbqXr2D9i5ey/sVLWfvxXMpLi9pbzH8dRw/u5Ncthyi2Nj1hdzuUHNX1WSoA/m9sEvdP61s33ayXuCVlktrWdSpKiwsoeeVk1JLMQXV3wqP9k8ruHONWFmjep2LPr34ZrzEyU3YTTY2bz9qoS7jgoplEBjZv9U+lVvO3agRL3KM50/kLt6i/xZ61p63EBZSJ0wZPH9yyct09pP2Y6aq1BBt9k/IyymKovKZlXvyq5jfq9+f/GGjfTL/tTyI3kJmsalIHYDa0fQZzS1BotbWipKB1i0ybf36f8HdHMXDldVzz0SbWpBSzQh5C9qXLGHPda4y57jUO9bwKANPer/lo7eFmrb5WZa4p13nnltaeMRWHd/zNjerFzAg7QpFBiTF6yXUuG/ve26J+EvuMoELWESDZyU470BaiAmAtKyKMYkL0vsmcZz9GqUDrG/cngPCgQIZ1VeIELn9nHY5WlEvPDBzITY6b+Tn4Up/JdTxFGuXaLctNa7JthFuxdKde9AfMK2bssGEArDqQh6cZSUf+OZiHCg+JqhzMFYpCXvU8sfjhWdKeWCLi+Es/ibdc0/nxtfv486mL+GfZ1zhcHiY8/Rfjn/qrWd9he9DiX2bfvn188cUXqCv96e68804efvhhcnJyiIxs21RbAA6Hg02bNjFnTo35WKVSMXnyZNasqWtKtdvt2O01KyElJYpfutPpxOlsH5/U+qjY9XP13xEU8tM3r3I5S9FUZq6gENZ8mMGIa15rJwn/fZQU5hLx0cl85LyLaz0DuW58V+6c0rPB9s7KlU+XSufXa6fKUuFy2Fs87tbfPsSw/SPKkqYy4vzG3Vd2/f4hY2Rl4lMw4Gq/neNotjFKs4x/jkbhdCpxHFVj+/seLc48VP334ctWMTypb4tleNLyAHuzy1ihu41EVQ6TPZtwOq/ytajVlFjt5BHEjc5beVX7ImpJ5lT1Rkxa33x/GgkenhTJ2JVXkLgnh7zsbRgCAjFXBqx+7D6F4QczGdK17vO/oFSx7pn1GjxuFx4/LLCVSIFoZQeF+TkERzTP99rpsJO6cw1FW77nhKyPQIJMIhgUZyE2yMiVYxMYkRBU/X12mzSTh/YWsdg2ltLFOzGq4ewhjdeRKaiQOeiJpTQg3qvfxalSimG6PP6/P9x7f+Fu7ZdsUhViDYiDivUkSNlER5paLEuOOpJ4dzq5GYeISuzdJvKGHPyeTYaFbCkeg9PpveUuVd+bPq69AMgag0+//+vGJ2FL/puksmwO7I+mV89eLTo+VwpjiWcspwVGtdl1UaaLBNd+Ev65jz3BMfQYWn9B0LLifEJQLCch0Uk4nU4WnNkH9Y7PGeLezaG9kST2HNDgONayYo6s/44yFGuQ2ZmP0+nkkdIHUelsmKyv43S2XQG6jsCGIY/x88p/WKR9kkRrDgfW7Cdt0BQs5anES7lk5gwkMqzpODV/PyNarFRYrVYslpqCNTqdDoPBQFlZmV+Uiry8PNxuN1FRtaP/o6Ki2Lt3b532jz/+OPPn1y0E89dffxEQ4LuVBm+JKUyt/jtXtvC1YwyrNf05z7ybGNt+Bsn7CM7dyNKlS9tPyH8ZtvzDXCQ5eUL7NifaX+KDfw7Rx3GAhmKF89MKkD19yXDHcMiPv0PfSr1y755dpBa3zLg4YvPjdJFyYd8Wvv4mHq2x4aJF+v3rANhHEhl0IdNP5yjblftQyt1b5/petmyZX2SoIvloAX+7zkZvMBG5O4Wtu1teQdZjUwEqElXKSvkgVQpffPIW2IqIyV1FVugo9HHDfSZz5L4lrNH/zt+GiXxkuZeZuU8wWbWZ35b5zvIT5JGRVGr0OFn68WM4o4ZxIWCXNTzhugTe28rTo1zojovdtOamsE7/PKl0YelSm8/kaYyneJl0u4abtmTR81DzruHAne8yybmi+vMROYqNgx7jao2S5jNnVzpLjyt4rO16MqX7lRP+a/02tBlbGx3j87w+rHE8w+m4KfTi3vreNZ0/7WcyqcJDgZ/fB5Zs5R2b4QrGVbVqjBXXkW0szdjWor6+1N7LemsQ5+6FEwrb5jzkNCXPf4lT5ZN357vyBSxxJNBflYq7yESej7//+fpP6E8yX/9l4OCBlj0jtqRLgJr8nEyWLm065qE17DGczltFI1iofQ/jTzewNPOpetsdKHSz0r6QRE0Bk1f+U739UvUfDFLt45tfP2DXgfrTrns8HkZsvZe5UjZUGltD3fksXbqUyZ79mFQ2vty6iQMpbXOOHQVNCaTIMdzjvJYv9AsxuYv57o/lfKp7lGipkM+WGAmI6NZkP1Zr28b0HU+rbEjvvPMOZnONT6jL5WLRokWEh9eYdW+55RbvpfMBc+bM4Y47aiobl5SUEB8fz8SJEwkLa/sCKs3lyLaHAbjFdQs/uJSs6/dePoIx3UJJT9kNn46nm3yEhFMmodO3TSDWf429a3+GNHBJenpLaXSTMznhhBsJaaA+w8frBnDxkqGc3jOKl6YN9pucqdsX4nZJ9OzRnYEnT2vRsRu3PE2XytiAWNchRk5rOEB0956XASjoexnTz5jeeoFbyJ6/7bDiY2LkHEZOU87P6XSybNkypkyZglbrP//Zl/48yDNHEri4bxwzp/VrVR/LyraTsqN22sWLUu/HJmtR4SE1O434/81Bo/GNCX9Txk/EWAuIDTYybObt/PixDV1IPNOmtexaaYqNtt303Pck55R+DKUfA5BLMFSmXewx7EQGdKldIXnLK5cTJRVRrgpmmI/laYiPMtaTfriIXgOHcvqA6KYPAFJ21NRTWJ1wLT2m3sAZkY1bOaYBgz95kahDX1OiO4WJ0+Y12n7xx5shJ49xwwcybUTT6YkbYs+yA/yZmUJ8YhLTpvVpdT+tYe8upZZMdM8hhHQbjuObHzEEhjP9tJbfp+vde/hn/RFC47oyrRELsTds+HAVlIHeEuGT+2G5bSffFahY4hnLU6MHMG1o49aplrJ931tgTSY+1NDk/VKek0r69/MIPGEWMf1PpPjHX3AcXU/v6KFMm9Y2z+8e2aXc+upXREglmGQ7U089FfVxzzGHw8FjC78ll65k6Pvy3LSTq/dtKFgLh/cxuGwFCac9WW8mqMKcdCK3Ka5TawfOZ8yOuQRJ5Uw4aRymLcrCxITJpxMaEdMm59hRkGWZ0PVHMJcZYC2YsDGyVwzR+5WimV2jAhl+WtPXdH6+fwuxtvitlpCQwNtvv11rW3R0NB999FH1Z0mS2kypCA8PR61Wk51dOzNNdnY20dF1XyB6vR69vm6gjVar9etkpSk+8Uwm1pXOqVPPpCJFxa2n9GRAF8W8l9hjICWYsEjlHD20g+6DfBOA+V/HVaG4wtk1Zj7gGaLJY2/qSURG1h9o7fIokyejTuPXa+fe0BfYfKSYt2KHt2hcj0fmMvscrlT9zFztR1iO/IFWqyivdpsVvaG2pe4L90TWuKIY1/Mkv55fVLdBsAJiPZlIklRrsu2v+9TjdnNo5xoch5OxYCQ2OKDV415Y+gGvGD6os90gOUmXw5jmeJx1bhVhRt+cl9pZuRKlN2M0Gjhzdl3LrC/of/q1sO/JWtvKtOG8aP6OIaUryNl5L9qkWdX73C4Xo4qV7IBlunC/XVNhZuV5X2z3NHvMDKJQecqpmPYSJ4xpfqKFKKmIMao9bChLbHQs2eOhJDcd0BMb0vprC0CnVe4Pjyz5/R1mcSrxRqaIBHoMGktFjzS0vy5r1X2aGK4kaEgvtqPVarE53aw5lM/YbmEYtE2nK20Oqqp7Q2f2yXdVFVulwoPZqPP59+8IiAIrUJbVaN9Hdywn7puzCQaSf0lBO2Q1vbJ/4grdZ6wtuQStdoZP5aqiX5cQevUbSvlBPSbJTmrqLvKSN+PK2ot04q0M6RFHQeYh1hluokQO4KHuP9U6j35n3orr5Tfo4T5ETl5GvRnDXE7FXd0q6xl9zi1UbH8Uo+QgN20PwZVtQsIiO9T8ra2YeWJ38jO1sBbMWFHn7q7e5ylMa/Q7cLk9aNQqv39PLVYqUlNT20CM5qPT6Rg+fDh//PFHdSE+j8fDH3/8wU033dSusrWW3RklvGtTsmHsGDmUM06qfRFIKhVfGy/AWlrIKJeBpuv6CpqDy1oEgF0TSJ7aSLQ9j/Cls9grvVtv/vmqYEy91r9FtTSV8Ustrahd7nDhkWG5Zwhz+YgB9q3kzOtKlqErPSp2su3kVxlcmXu73O7i09IhwBC29Pada05ziOjSHYesRi85OZKWTHy3tvGvbox1797G2IwPmQPsVM0hOmhsq/vSWSJAyYDIESkW6bKvOPLHm0iym4cPD8KFhkKrs3ry6y1ql+K7rNL7uo5ubSzBYRTeuJeQV2tWxzM9wcTorCSqcsjIru1+mpuRQtUyT+zM99tUtmM51f4bl2p/xpl8Foy5u1nH3K++gwyHjR/iWpbxTGVSrJraqirmDbBv4x98Wf4/ftWNZkTijy0a43j65S/jQ+1nlGaPB/yXJEWWZUI9+SCBJVJJ4qDR6pBamZiijzqDZ7RvYE4LBD7lmV/28v0/WzlnQAj3X+4bq5bkVO4NWde8lNBNMdr2D3MMd5LsieGoyveumbI5BvJAU5bVaLuCnx+jytb1lW00k587jzElvyt9+CjVbX1IksRr/zeK3Y/2pJ9zJ0lfnEISsNHTi/MXTeKE7pnc3yebeCBHDuae0/vWOj44PJqjqkji5CxyU3fXq1Q4KpQ0zXZJT4BKRZ4qnHg5g8KDGwCwyVoM/yFvDZMlGAC1JOMorLGAS8VH6m3/264sPvz6G+a7XyZ9xL30H3eWP8SspsWzozVr1rBkyZJa2z788EO6du1KZGQk11xzTa3A6Lbgjjvu4O233+aDDz5gz549XH/99ZSXl3PVVW0XDNmW3P214otqMWgaTJW21HIRz7guIl/bOU1+Dmsp29+axaanpnPFe+v5a2/7p/91VyoVTm0gZRbF/B5OEealN9abzWZIytts0l/LaTnv1tnXllRlk3K1UKkoqfR5TlfFsl/Ti3JZzwLHZQyybSJAsjN4Rc2q8qFc5eUbbtYRYvJN1qDmotJoyVIr13Xa/s1NtG4bTAVKhqZ8gkiKCmNSn9bHhw044ybW9rqbNQnXYp/xNnE9BjD22pcZc91r2EIUhanI6rsaA2qXshortbFSARASEcPa3vfwu3so4+3P86xmFu7QHgBoiw7Vapt/REnvelSK8VsmMYBYTxYT1NsxF+1rsm1e1hHWf/cy5TblnWXSt2ydTROo1N4wOBsvdlh0YDVqSSYmUIPFy6xcwY4sxqt3EGE91HRjH1JSUkSgpATeh1UWQvOG2ACZ89UrGVGh+NyXr32XDYYbGLWvfj/91qCqujd8pFRYLIr3QHdVJuElu5po3XLUlYUmDbbGlQqDQ3GBec55PquCzmREpUIBYEho+0Uh94l3VmebA/hVPR6QWJ2cT/lfSoppa0AsXYLrKjgF+ngAyrP219u3o0J5F9lRFl3SAwezydOTo1nKd1Im+ea37Czojebq71ourMm6pa/IrdVOlmV++vo9PvxkEXe536G7KpPxm2/zp6hAKywV8+fPZ+LEiZxxxhkA7Nixg6uvvpqZM2fSt29fnn76aWJjY5k3b56vZa3moosuIjc3l4cffpisrCyGDBnCL7/8Uid4uzPgdNh5Mf9a9mu7UDr5hQbbBVS+7ModHTc/cWPs+GQOwzO+okQOYGVBLuV2FxO9mLj5AtmmTARcOgs9znuYdV85GJ3/PXFyFil7NtC1/+ha7TXOMsKkUvT4N5vCueWfcaV2F6acG4BzOZhTyo/bMhmQ8RVmRy4hg6bRZ/SpdY6zpe9kle5WMtTRdL3nb77+YzUbVtT29a9yg8o8tJ0xqt0Ehg3001nVptCYiK6snDkrKhhn3cG86f61VlRVoT5y4pM8Otm74oVmSwhjLn2w3n33et6hq24HFSnzIOlcr8apQls5cVIbGg7C9yVjLnmAX3ddTdm3O5h/3mAMh+2QDMHW1FrtyrOVINkCfSytjyBoOVKAEiunsRc22Tb/nfMZ5drLxa5LeJMzMela9ko0WJQ4QpO7caVCrkwH7dL64DdSKwtPKtm/z6GCzMMEAWUYMQcGe91feLyS3SicImzWMgoMieCGnpLvAnA1ziornm8moubIxOq/tQbfT24tCYNgK3S178Vpt6LV159MxuRWXHf/9gzAnbOPyvk3R6RYBk262OdyHc/ACedyKKwLefvWYI7tzf2jp1Ly7U5+3HiA0Z4tANgC6l8ArQhMBNsG3HkH693vsil1OuyVRfz2jn6ceT/uZnzOPs5VQYXUcRLs+ANJpWKJNIGzWc4JuV9Ub9e6lO9JlmX+WfErQcsfZDoH2CVdxG5PIkNUyqJDQ+m+24oWKxXbtm3jkUceqf78+eefM3r06Oo4i/j4eObOndumSgXATTfd1GndnaoozM1k308vMUZKJ0pVgGlsw0F3ERoriVIW7rJY8Osr2jckpSsm/98DpoHdtyu1rUWqVCpknYXw6ATCb/6QrU9OZUjFWrK3LK2jVEiuyuw1Gv+aXnvZdzFYvYH1ZRks+HE3769OQZZhse5rhqgOUZT+Fa5hKWi0tVdA7SV5dFflAlq0Oj3TJ57I96teqNXGWlqM3hCAZe+XfK77kHXuc4HT/HZuVYSdejev/ryONHsUaevTmNTbv0kUAtyKyd1XVagbIp5s+qkOs77oaNONm4nOoygVmkYye/maqf2jObVfFJIkcVjuB6shxpWO7PFUB1+6C5TMWRWmeL/JBaA2K7+hrgmXpJz0FHpXpgedo/2Mc9WrMEl/A82/v6uqhAfKJY22kypz6cqS966TUpVS4fGvUrHTFsYs+9OcHFHGQz7oLyg0kjLZiFmqIPvIQboEOKEUElU5VJSXYjR5fz3v0A7ikFsiMtg3geBhMUnVf2s0von7OJZeg8eR80MokRSwa93P9B9/Xr3tzLLyvEqUsinDyBWOe5ms2cZp1z5RJ3C6reg2YDTdBtS8IxfM6M9ocxasrdwg1z+ZlUO74cxRU2Stv+6S3eUhQw6lSBVCIjAoPhgAm9NDpi6Uco2l3uP+zTzGVZzN8lrb9G5FYV7xxXOcvHdB9faT1VsZpaqx0mYeTfWHiNW0+AlXWFhYyyKwYsUKTj/99OrPI0eO5MiR+n29BIpWmV5Uwd/rN6B+dRhjUpW6E0d03VGpG35IXVTwJiv0d5Bw+Ft/ieozlAJERQDEnX4n41Q7GFyxrn2FAr4Lv5bBtrfY2e3q6m0V0cMplM3kFtWtaiq5K936/KxUVBW7sjscvPePolB0DTeRHT+NEgIIpoziR3uwYfErtY5zlCkrtRVqxS3GYtAy5uTpnGqvCba1VhZUtORWuh1FNZw7vC2JGzyRBffey8m9lUlaSp5/0+BVvaSNlrZVKhy6YAA85b7LyHFUimGfJw61yb+KmFSZezmmaz/csoRJspGXVWOe/1Z3NufY53O4x+V+lUtXaT0wOosabbd+6zYK5BqXsd6qowS0sNK1OUSxtgZThquRytCyXKVUeD8RrVIqJD9X1N6ZUUay3AVb1+YHsjeGpFKRq1bmEsUZB7i4omYVdusXCxs6rEV8pz+TO503UBE7xif9hYbWZLiUgppXA6UlqNUqPoh/hAvsD7PJkVhvm+2/fUhQZQ2I53Wv87buOf7xDODQiIfrjVHwF3qNmnNPO5WNFiUeMWDYRfW2Mwy/lMH2t7m/9Lx6C7hlhozgBPsrPBquuMH1iFTuya1yD060v8gzcS+30Rl0XELsmbU+p8thfKZRYiXMR5RU2JnqGMqvXY/cs/aiYOaev/0jZCUtViqioqJISVFWoBwOB5s3b2bMmJobtrS09D8Rld8a8srsnPf6asY98Sc3f3sQCzUTp+LYExs91lNVvdNed7Lb0ck+rGjNRZjpYoZPdI/ziPPZdpYKiuwyxZjRB9akkHWNupGh9jd53nZmnfY6uzIRlIz+LbpTNRHR5u9jm34W3+oe5o87JjB19qMcCFTuvTCKGbql9vqhs1xRKmyamhW/W6f05YnrL2KS+1UG296iSB9NcWEevRxKVon4kWf445TqRZIkLnH/wArdbfTe/4bfxvW43Vhk5SVtColo07FchhAAZGuBz/p8QH0HUx1P4ekywmd9tgSd3kCmSpkc5qTU+JlvyoEtck+iuw/xqzwGizLRNzfhkvR5ZgzD7G/V2qbWtOzdFRwWTTEmNnt6sHT97oYbVioAssoHq9saxSLpb/ennRnK9zmwi++ef0UGxUWmIjcFo7vm3Tbq8Fsc3Ob9ZMhqV5S5lsbKNIRareLnU5bx2Ygv6JpQ/6TfWyoih7JB7kOGs66CK3s8DFp9MwAX2B+u3m6hnO6RbR9T1RwG3/QpRy5byYCTzq53f//uiUg6E4VWJ7sz61r4KipdvI2VRW8sBi3fG+ezRz+TAVIKkUFtF4jeUUmUasfYPOC8urr0QGClwpEz5kFMMb3RBNV2OwvY+al/hKykxUrFtGnTuO+++1i1ahVz5swhICCAk046qXr/9u3b6d698+Qncrk9uD0yGan7WPf54xyZ35ej83tzcOEw1n35tE/HWvRPKpvTigAICI7iJ5PiU51LCP1mNJ6lRNYq/puSs/MpFUXpBwDIVcdgNAcDECDZcbvat6J5SUVl8SZDzQunf0IEIHEor5xia235witSATB1qZ3Roq2pUip05ekESVbCNRWoKoO3w6c9iF1WJkIayYPdXlF9nKeiCADnMUqFJEkMSwiBoDiKMVNm95C65Xc0kocjUiyxSf7PvHQsQRoXiaocDGX+K2xUaq3gM/cklrjHEBgc3vQBXiAbK7MFlWX4rM9yh3Idm/W+d8doLgcChrLd05XCYmWSUOFwk5KvKGp9Y/zrrmAKURQcS6X1qSG2pDUdc9EUGq2OxcM/4lzHfJYcaiTerdL9SfKBpUJV7f7kP0uF7PFwztGnmaX+iUERvrvO7CbFlddTeBiTrLzbMolALcnkbvYuSxaAyl6EHgcBPszYd/pJo7jkjLZzEQ01Kb9vYXldF2GHo6aAZJRUSJmsTLAvU/9Bz6CWJfJoK7Q6PfE9G67jpFWrGNcjHJD59cMnyUipnTXO6qxUKo5JK6zR6lBLMt2kTKIC/zuZn6p4U/dC9d/3OGez0jOI0spELOEupbyCJUaZd+uDa5dWGCQ3nbDCl7T4Tlu4cCEajYYJEybw9ttv8/bbb6PT1fhyv/fee5x6at2g0Y6Iw+Vh6gsr6Xn/Eo68dwWj9z5BvJxBnJxFD3cyw3c9RvL21T4bb9zeR9ikv5Y3+2zln/smMf3u98m7bifqG/4hKKTxyYykU1YhVJWBZ50Je64SMFRi7IIpKKR6e1ml640vKchJZ9NP72C3Ne0+c17+myzUvEe0q2YCG2rSVZpbZdYdqPF7t1WUE+NRVguiewzxtdiNUuX+FGhTViRKtDWr6Yl9h6Obm8ON7js41f4kR4tqXkRypYuNS1d3Umc2VAX+u7Ae2Q5AdmDrir35ErVFmRDq7Xl+G7PYoeIB19XcI91ep3aHrzElKSlLhxb/wZGDO2rty/zteb5cd4hvNh3lh20Z7PjhRY5+dB25f7wEcv0TBo9Hpqzy5RLQwiBjX/JF9N2c5XiUlFClhs7hfZuZq17EpQHriQj0Terc5hIYqlxDblTYbBX1tvF45OqkF3s93sV8BMf3ASTK7A1P8ov0saxx96PA4H0WLEmjxSNL+HMKmXnkEOfzO/dpPqNHdLDP+pWDE/HIEu7yIsyV1sJ0izIhrYp584ZPbTeyzzCTkPJkr/vyF/FkcYX6V7pl/1Jnn81a8/6Pk3JxVSqpd2m/ort/Dehecfsp3Vmse4g77a9y9IcFtfbFHf6eb3UPc0bJ59XbygKVCfPzutcZ5NjiV1k7EkWyicuvu5/+Uioj5O0UFBYQhnKfhMdVZuE7JoHA5+ozGWV7pd6+2ooWv4XCw8NZuXIlxcXFmM1m1MfFAXz11Ve1qm13ZHbv2kpk/nqO0IvLHPfzjPYNoroNwtR1FAGrHqWHOxnrTw/AoL98Mp7eUUiYVEqwseZrD49u5gutMntFVfrIzsQuWzil7uFow4ei1xuVPNOSE2tJAUE+djdJ/uQORhb/wvYdn9LlxqXk5eehPW7VO6xLd4JCwhlvX06kpoCD6ltr7b8+dDMnFL9EzHcF5EVsJzw2kbTMbA57htFFXUDfSP8GynsqXxxhbiUNb4WhdtYsSaUiOWwi+7NKSSu0070y5ElfoKwAyWF1gxTPdP7GRZqdrPwji4mFykPaGd7+SoU+SFllMTl95x7UFEUViiIW7KNidI0xaOL5HPz7MXq4k8lL3kx8DyXblq2skKh/5vOmw8QhOQYZFa9qlzBQvR6SIS1jN2HDz8PUr7Y/e2FmMuu1s0mVo4kw+z/AvgpD5UqwrXKiXpaykZma39ilyQLaphhfQ1iCQunt+Ai7R83L+wqZPtBQbdmrwlZRylb9bMox8Lh8Fa/wDHs8CbTGBlmlzFkbycy3JfxM3trdn9nRXTm9wVbNIzd+Ot1WxjA8OoRvvOyruWTsXUcscESTQFej77IelQ24nD47BtJbNvKjpKSq39z9Rm5ZcxYTw3rjbSSEUa4ACfSmzhPcm+A4yNnaD9hT1A+4p9Y+qyqANE8SA1Wp3Kf9nMOqeII9ioXHn2mbvaVvlxDWRQ2D3EPoK2qnlzdY0xmmOojT0796mzpxLOQvBiD0v2eoYOeIR+m68VEKz1pE/xgLP+qV7II/bx7B14476aYr5oEgZWG6x5DxHF2WSJkhlq7nvIj15T/9Kmurl7aCgupXi0NDQ+vd3tE48OJZdFEX8Jkug2/dJ7Ks9wLGnb24elUtPaE/fDiagfbNFBfmNWlJaA46l2KOV7fCJ1+lV1xYNK7OZ6n4vLg/B5yJvDta8fkulwIwUIytrMjnYw0uWgYSDLJtYsJjn9BbOsJbuudrtSnCTPEtWwmSS0ECU2jtVMT9+w0gJlWZ1Cav+ozwi+4jzWZitvNOBkYG8aPKv8XvkJTbNBTFtcRlqls5PiE0gL1ZpaTklTOxcluq3UykHEZgUt285SOcGxiqWc2cjCR2SBFM0EBA/KA2O4XmEhCqBD9a3N67pjSXkpJSLJQR1AYpIutjr2kkyYUhaKl5DhTlZREtyXyoe5L7Ej7F5ZbZY52CsUTNJM8aEpI/w5H8Ffa7k9GbgquPK8w4RA+pDKtUirYNstE0lyr/54pK1wVnrpIustzk/4mOpFIRFmgio9jGzZ9tweXxcM7Q2gsBFWUlhEnlBFNOiF4CB5S1IOvTsUQWb+cf/c0UFkQBa+ptU1W48njlpjVoNcrzx+X2X6pIe6qSWKPA0hdfhgLHRoTiQEtObk510i1jRFcyqCDP7p3lzeV0YJAUF1ajqfMs4+srY4ICXPXEGzhlvnBPZKDqfTJV0WT1uQLb/m+oGHMbQ/z9XvISfe/JkPs1RtdxFimHsnAqa2piJ5JGnA6b7wXAGNy+qejbgwFn3ATTbqDrcb/x6avO5Q7Pe1R06QKViTPUOgNxc7aCJFHSiPW0rehcV6EP6efcQbys+DUnjJnB65cPr2Wm79KtD7e4b+NKx72UOH3zsq5KAaY9ZlLQXKpy0Gvd9ZvzOyrldhcHc5WVlIFxyoO9Ks+03cdKRW5GKjqpZrVwuLQfp6Qlj+Dqf3ZZSzBl7F32LvrKF05QWO1Jep9RU1gXpgSZSdk7ASio9G8NM/u3MBzA93F30du2iJ/coxSZzHXrsYyKcHKN+kciNz4DKCl7by+/knH2l4kbWjdbi1OjWBPNVPCbewRHpRi6DTulDc+ieVgiFKUiRC7C7af82oaUX9huuIZnKnyRKLNpfou5jmudd5BiqvE7Li9U/GJVEnx09Wg+u2YMd912D/1u/IIvA5S88zpcFGTXtrqV5aQCUKht3xo9p+R/wkrdrQxOVQpDaouUZB6ekG7tIs8T5w3iPNVKvtc9SOiG5+vst5UrCzxWWY8xwKRUSJZbZzU1aNV0kfIJ9TTsslelVGh8oFRo1Mpr2+nyT80iu9NFfMbPAKiSxvm0727hZsJMOpyV65t5BGMJUJ6xVTFvraW8rGZSbjR3HkuFqXLSHCjXdf+yOtx84j6Fmxw3Y7zmV0ZfeA+9H1zHEC9r67QHhiDlfjO7i2ptrypYeKxSER6byPqQM9ipH0LXAWP9JmOHogGlsQIDV43rWretJGExaBnYxb/Xfvs54bYzGwcvwBJoQm8OY/hJM+pts1p/InllDsrcvlEqDJVKha4yWLkluEO7s8h1KraArrS/k0rzSc3KJ0QuQW0KJbIywMqmCgA32Mu995k9lqM7/+bYaUGSKosn5j2OTvNA9bY1793D2LQ3idz3mSKLrMUYUDcfuqb7RMj/nuASJcipoFxJFxnq52rTAJJGjx0dRhTFRmWs+5A4uYtMD+1nWAv12CqeYleGonzGhxoJCqgrs66yAvAD2k9xPliARnVTdX2B9iQ8OpEKWYdRcmAvyfbLmO4yxSpl1/pnNTOwMp6lpKImEYC1SKmOWqauLUN0WBAX3vMmGfP+IJZcyotqV1F1FCgpXK2G9lUqTLKVBFUuGfYC0g/tYkTpHwDoonq1izzje0WgH2hh8L5DbC6p667oqKgMKJcMXHDJLC5/bxA3TuzRqrF0lc8Pg2xrsM3ko69wi/4HdmbMBB5t1ThVRBo8zNV8wNTCjZQWbyQwqG29Aza8djUnSoqLSvywqT7t26hT8/sdE9iYnMXavy9EEz+CKFcGczSfYCoMBi8coMoKcwlCURwD2jhWypeYKy3noZSyLzmF3t1rJoye/GTmaj7EHhBDsA+qmrcn5hBlMS/IU9siI7kqF051tX+zUbd+4he5OhMbPb14ZMYAJvdt2Hrz9v8No0vjeYB8yn9WqRg85f8IC2s8r7tJryGvzEG5j0xIVdktDOaQJlrWQ9QA5rlmoi2WuKjcQUg7TG5bg/PQKjYbruMg3QHlhbTUciFZOTlMNPo2p/Za9XDusj/NmYEHuNn+Nn2T4tBpak+Uw4ZMg7Q36epJBaBYshBVz2Q6stcIWA8JzhRcTgdD9j7Hdv23bCq+AhjiU7mbQqNWVjcPy1Hs9CQhm+o+QLoPGEP2t2FESflsW/MTe6X+gMyA2PonyhZHzYS9Pd1mjkel0bBf3x+Hrbze7CdtQVV6V5fOP0qFxagFZMoqaiahjlJllbtCU78MZeogCl0VlJfXzmgklSiWC5c5tm2EbS6VKa9VLiuln82q3hzTZ1R7SYQuTEn5abZl1dlnr6is2isZ6BkVyJo5rbfS6SuLDhobUSq07nJCpTK0svfXdJ+4CEy6ncR68tnw12eMnHGj1302RlSJkibYgaa6CrYvCTHpmDIoAQYpBXT3bvyDazU/kWHzTlEuK6hMbCFZ6DwqBQSHRWGXteglJyVf3Qj3La3ZWZTGTM1vpLiT2k0+XxFY6SFgkmzYKsoxVMbqaCozXErazvSr+ZftQRMZVPwXUec9xYjBjac21mv8u1jY/kuTHZhx0k4uUC/HlZ/qk/7MsmLWMwa2fGUpMSwAtUrC6ZY544nvKCgq8olMbU1FgeJiZtMGV2/bFTqZT92ncNjl22JdB/LsJMtd0I69lvLbk5k0s26AaFL/sZzueoaZDkV1L1UH12kD0KVrP6yyHoPk5KlPfqIkPxOLVIFB5/8aLIPsm3lO+xpH5EjOcDyGNWFSnTaSSkVqmJLaefDK2Vy94gR26GdxjvqfevssMvi3ynFL+Krfy1zgmMdGl58KOVVmmXEbgv0y3Li8L9mvv4JpyQvY8/Yskld8gqtMUSqqiuMdz8ORLzPU/hapgcNqbddUKJYLyRJT32F+Q9Iqrgqhxbvp41TqNeya8ikxie2XojgwKkmRyZVTZ5/rGKXCWwyVlZ+NkgOPu36XpKqK2vigToWkUpEZqlQyduUd9Lq/pnhRdzXXO25l94W+y4TYGMbKqvZm2bv06bYS5XcvU3ce1ycAtVbP4cG3A9CtYkctNzenTfF2cKr8m1GtLbAEheKUlfuhuEBZ5MpI2cuwMqWYm0onlIqGGHjT51iv30L84IlNN/YzQqlohMsdX/C09i202d6nMLPZ7WyWe7LLk0hAUMsn01EWA89fNIT3tE/xj/oaUtd5n8PbH7hLlNUiu7FmdX1kkqJU/bqr7gpiaykuyCVg+yIAukeYsQSHodbUNcTp9HqMsf0IQXlhlanqf+Go1GoOayv9wQ/8yqlOJYOC2ty2xdHqI1bO4Vz134xVKSuGAbr6JyZBoy/HLdf4bAdKFcR1rX9lMfbiF9gQNJUDM5b4XmAv6RejrNZn+CkngdpepPxh9E+SCa3OgE5yYy7cg/rIavhjIbJVSf/r1NdvxQwxKZOIouNqpxjsipVFG9S+7k9VSkW+U8vdzmt403w9/cdNb1eZwmKVNJThFNVJMe2yKfe/Q+W9UmE8JrNQhbWB2hhyZXyQD+pUAMiVRRRVtiKf9NcYa509+dkzGn2IfxRXU6U7l1m2NqikNYdcj4Vv3CeyyzTaV6L5jR5n3Ek6EWzw9Gbv4Zpqyh67ch07fXDdtjeSSsUtmoc4w/4I+R4lxm/ToUxedZ3FRk8vEkbVLUArUJC0BgKi2iderSn+s+5PzcGpVjRlT0XdLAwtpdQBFzseQpIgObAV7k/AWYNjWb88Dgq3Yj+8Hvg/r+Vqa1RlygqEx1Qz6Zk+KIaVP39OzyNHKS7sQ1CI95O5PZ8/wCPaL/jVPYJ+TRTbum1yL+7/ZjKDiodyxaCYBp2ZPgu+hi3p5XyhW1i9TWfxf+YJXeWEMUJSVtQbqg7bZ9QU9kpfU7T/H7QhCZjC4+g3qm6QNkB0fA+ib/+ybQT2kr4xyspvvtXul/E0DuV7VQW07r5sKeqAYABkJHqrjuKRJfLLK1fTDfXLEFwZF1Nore0+c0SORO0pQh/q3zTHxyNVripaZT1fuU9mRlw7u2OhuJE4ZDU6yU1hTjrRCTWplcvRs9XTjUJdEt7aUgxGEx5ZQiXJVJSXYAoMrtNGkiuL3/miojZAgPLM1NjbPktamV1RZM0+qkrdFObKRTeVJFNSWoQluHUW7UO63jzmvIFzunSh/trOHReVzsDDSZ/xx94cHsxwMLCynrC7Uqlwqzu/UgGQahnBnvIS0ktl+rjd7LSF86brYq4ck8D8hLqp0AUdH2GpaISqDDluW+OVWZtDqa3mwexVWsEuSnrQwPztXsvkD7SV7hkqS02GpZggI0/r3uEh7SdkHtjkk3HC8zcC8GC3gySENW42Hd8rglX3ncJnt5zGLWed2GC7adPOZp+6B396hlZvM7RDOjtjqLJCOESVzHLd7VhsDVdj7jNyMmMum8vwaVfRpwGFoqPTO9LIMt3dbFBfTdaRtnfvMFQGrWvNfrJUmBTFwYWaYjkAlSTzYNZ4+tje50CP/9V7zFjrX3ysfZR+KYtqbb/bfQOnOp7G2LV9M6Ko9co9Z5QUpScp3D/peRtDUqkolxQ5Ko7LNJcWNIoZjkf4JMr7CEZJpWI3Xdnm6YbN7qy/jVzl/uSbibnGrEy0dY4in/TXEE6nkxme3zlDtYZArX/K7RmMJkoqoyByDu9tonXDFJQrv0VIPYkqOgMjuyrPo/UpNTV7PM4qpcJY7zGdjf6xygLg6o2bKFzYldvWT+IE1U7iw9r/+SFoHUKpaAS3VrmwZbt3vp0ARzIy0eAiwuydL2REP8VvvpttDw57w4GBHYH8UhsW62Ggpv5AFdmGJABKjuz0epzy0iKSXEoKyzHTmme9kSSJ/rFBdQK5j2VMtzD2LTyNgZc9TroURS4hdOk1rMH2bUVgaM2qb5IqG6Ph37FK1RABBkN1Ln7rp1e2+XjrVYNZ4h6DOtQ/MRxVdSYGqFIJkpRJQlcpE7fawMkD65chgkJOVO8itHRf9TaHy0NxZQapcC+fK94iBYSS7Imhn5TKGNVuegS3qzjVZKsiSPNEUGGrbfWqKlRn9FEV8qt0T3O24xFKdfW7R9YoFb6xVGgrlQpjPbUMGuLZ3/Zx9it/Vy9wNQdrSQFPaN/hFd3LDVpI24JUg5LjMG/38lb3YS3JR4ezXdKA+wLFTVgma89q1u9XEjLIDsUn1PMvsVScGO3mGvWPzD10CWEUY5Qc3K35kviQzh8z8l9FKBWNIOsUNwzJ4b2lQv/3k2zRX8utQSu86iepz3AKsBAg2Une6l1fbc3a376kN4exo6PXyMm19lktSvrGUTvmsfaNG1j3xZPIraxLcGT3ejSShxxCiYrr7rXcxyJJEol9htFl7n7CHkpu8/SN9RESWduVxNCJqsO2luwB1wIQ5zzc5mO96jmPm5y3oIkb0uZjAVgi6gbJD1ClcsXYpAatbGqzUnzTYKuphZBfmeZYo5II8kM18MaoiDuJUxzPICPxue4R+mhzmz7ID9wR9CLjHS+SY6odW1ThUDL6mRqIT2opVXFOVkf9mQJzNbFs9XTDbvC+iCqAISiSAtlMidy8FevtR4t4+c+DbDtazNpDza9WX15aBECFrEOr899Erzx6JAC69HWt7uOcw4+w33Alw/N/8pVYfmVwpJp1AXfwg/4hcr67j6OFVvTJvwLg0fw7LBUju+i5V/N5rW1DVQfp4Wn7576gbRBKRSPIOsX9SXJ4b6mIyV9LoFRBfHzj6b+aQlKpSDUPAaBob8dWKn7PtfCo81I297kbdVDtibG6y5Dqv8dkfcLoPY8hLQihcF4chfPiyJuXyJo3b2xWoF5JhmIiz9Yn+VL8OqjU7ZN6NcAcdNznf79SkTTqDEBJN+hNsGZTuNyemsKGJv9MmmK79mHD0MdZHzyNoyrlvrhZs5hTjfsaPCY0caByrONQtfJdlrqFDfrr+Ez/mE8qNXuDQasmTsojSLLikNUk9Klbxb09MFfWBCk7Li34oJR3+Ft/C1PyfZP73qitUirqv1a/DfkfMxyPcCTmNJ+Mp08cyTD7W9xfcXn1xL8xft+dxU3q7/hU+wimw783a4x9WaW8+ouSpKRc8m8mHuuwaxlqe4OFhrta3YfRocSb6FqRbbEjoDFaMJx8BwAnWP/kp2dnMUK1nxLZyIqYq9pZOt/QpVt/Dp75LWt73M76wY+wR9uPNFUX4noNaW/RBK1EBGo3gqRXlAq107s0NNlHk0n0HMEtS3Qf5X1GFEf0MDi4En3ODq/7aiscLg9Lj+qxu8/gwonj6+wfcvrVrPe4cOcdYmz6+9XbQ1CsQg5ZTdnRPSxbu5mp40Y2OpY79wAA1sAk351AB6NMNmKWlKJAak37rkr7A+MxipS1vASzpW2CqLMLSwj2FFGsDiIy0H8rsSPPvgG4AVt5MTydAECPPoMbbB/fZxjuxRKhUgnp6YfpEt+ViqJsekollKm8t6R6i1Grpp+UCsARTSLd9R3DPcNSpVTYaisV+ooc4qQ8jki+cSGdY3uB7vptZBycBz3rumB6ZN9V1AYlTmCgdIhvdHPZ+tYfjLrz60bbn7hnAaO0yor92sJD9bZxuj3M+2EX+7JKeemSocx77X3i3EdACxV+VioCA4MoxEKwrXXWa6ip1FxVubkzEjRuFqUrHiPUXcy1GuX3s0gVpBQ234Wto9N7xCQYoaRJ95x1Q7st3gl8g7BUNEJhl5O50XEL3+rP8aqfwxuU4jUHtb0ICvX+AWfsdTIfuqbwjaP11UbbmvSiCuwuD0atmh6R5jr7tTo9o865hbGzX2DB8DXs8igWnHX9HuTwxX/xbK+Pme28kw92u8nLOsKad+9qMGhXX6zEU8ihrauI2xmYZ7wPgHy5bvXvfyMGo6k6PW5FmW8rrx9L8YE1bDRczzLdPe2y2m8wBZF1yTLSzvqasC4NpwjUG82kq5UMT5l71wNgr6wEblPXvb/8jcmWyVu65wHIt/RrZ2lqmFH6OT/oHiAm5ZvqbR63m7h8pX6LJtI3dTQMASbipDw8h9fUu9/tUZQKX11jgQYNFqkcneRmREnTlgdDRU367qpij8fzwepUPlmXxtbDubzw2fc8yUs8rX0LAJvKv0pFlTtf0XHZzlqCRVbiTUwh0U207MCoNZjPexlb1ynYkk7haMho+jk+5IpJQ5s+thMiFIrOj7BUNELPfkP56ZdSdJkqHrC7Wh+olqa8aAoifZMvu+ugEzn7WyuUwr02JxZDx1u5zs06ymmq9RAYjyQ1/iJNDNHRQ1IyGsWNmE6Xbv24ILSUN3esZHVyPt+/+iJXq5dS+s7HOO5PRXfcKuhfnmHsd6npmdi4RaMzYzAHgQ2ssgHflgzsmEgqFeUYsWCtk7nHl5TnKAppmc43vu6tIbp386pOFwT2JqH4COVHtiLLF+IqLwLAoWl/RVOvrZkM6Ad2nPzyEXIeg1QprClLr952aOdaesjZlMlG+p9ymU/GUSWOhYIfCMmrP5vdrNwnWKjfxpGsBwHvXVdUKolTxwyFzVCGkaYcIi2OmgKAqor6lYrluw4TTjGr9LdizHbUWnJ0qP2bjSdYbWeB5n2CneXInslIqpatfzoddiwoHgaW0Pat4eItUr+zMfRTkuLGATs8Mup2dncUCBpCWCoaoXuEmcSwABxuD2sP5be+n8K/ATAk+UapsBi0aNXKQ6XcXn9gYHtjS9vMG7oXmON8tcm2oTo3X7onsMo9oLoCb4/IQGaNjeVU1QauViuWnkCpgj3//FDn+A8qxnGf6xosPdo3rWZbEmwysNuTyEG5/fP/+4sn5Jnc4riJYlXb1Y9wFSgBgVZjx/9ePVEDyJWDMKcu46uFF1NeqKw+u3TtH2MTEhFLHsE4ZA19TjirvcWpxlP53RybbKOiWAl2z1VH1YlXai1dBinuG12dB6gor+uOZnEXECfloZVbv/J+POdOUBZRLJIVaxPWvHB3TYC/pqrY4zGUlxbxduaFvKl7Dhe1V4uPeCKo0PtX6bYE6LlCs4yz1Kspa0bMyPFUVWh2yxKWkM7r/lQfQqEQdGSEpaIRJEnizJA0bEXrsCfboO95LTre4fLwyHtfswDlgR8/qG5sQWvpqckBTzn2inIIalkmiCXbM3ji57043Yq/ajdPGhPltbjVRkaecwsj+nqfQclRcBQAq77pug6Th/Tg8k13MvL/27vv+Cjq9IHjn9maTe+90buUUARBinRRQcQu5ax3NuyiJ8h5HmL5HZ6eYjnhOAuKoqKi0pGmgECk10Bo6b3uZnd+fyxZWBJI22RTnvfrlTt3duY7zyz5ZueZb4sPZNAFzZ8PXx2D385/Ou2778gxug87/7rYbCXvXH/pUN/G0Y+7Ptx03fWMmufPjb2iGeruYBrIGu1VpJgVbqX+npIaM/cBYPNvmOlk60Jz1cP0+aMvt2tXcx/fYz1rH1NlM7o/qTB6eFL04K8UKQr+Hg3bVeZyFKO9FUdzQVJRVuq61bTLRcS1J41AQpUs9iZuoMuAsU7va1y9+B3g4xdIoeqBl1JC5tnjeLZzHpNTUlRAKQYozcfv3HgsAKOlYgKyf/0X9FbMhGkKOOTVj4SCdY73zsSNJ2bYPS6Luzo8TF6YVR0GpYyCnPQaz7qXn5lCMJCn+BCgk9scIRqK1LYqDCzdwJX6JWw5owVqllSs3p/KomNenNU8zv1BO+kdHuuyuP6nzCTImEtSZm8Ir/gUqbTMyuHUArpE+lbofnRq+Rv0zjOw2taLfDzpoznGfYbPwQqr19ig01tVnl9VVf44lYtGUegW7fy0b/X+VHbv389wPZR5RVRZlsmg5as/D6iw3S8gmB1eg+hVuIEjtkhGmF9FPaYheF8qIzrbm7TTs7JorZwhVxfkGJTZHMUHe7Fr5kg89C2ncdF47v7r4pl7XKGkqIA/fvyAvgW/AODf9RqXn8PVOkcF0iHMhz5ZB4jXpJ5/w+iap+11FRBSdV1vaIqHPanQWc4nFdZSe7cYiwvn+lc0Gk56X0FowToy963FduUYp/ETimo7t59r+4xnaoPwsp0mNy2ZmHNJxc4VHxO3eQaB5NG1ZBF9NAf57IKlGjzM2Xy2NZmBbYOJCbQngLp9XwNwMnIs4QNuYcdyGxZTMK3Gv0C/6EuP9akvikZDnuJNMDkU5da8l0COWctX1oF4eHhS96lRhBDV1XzvwlxE9YmAdNAVpla980XS8u3zyKsdrqX3lFkujcuC/VviUgvgffzZx4Qe+pSPDQMZdv1djOweD8DJ9BzuLP4Yb0MJ+69bhi2iBx7pPpxeu4WonO1451VvBeP1h9J5asFKbCj8+75RXNna3tO/sLSM+Z98zhK9fWCkLiDqcsVU6YrpSzlxZDfR8Z2I//dWkjIK2X4iy5FUpG39kjXGZzmlRKAoN9bpXI2dyUVz6jcVXZRjdNRkomYHAq4bbJmWX8J3777A3UUfAZCDN+16DHZZ+fXFoNPw46OD2PXpCjhiH2i83xZDmXfj77rlLhqTPeHqVfAL6WeOExIZT742gNXWnpR4dKKrC89VFnc17F1HWPJy7ls0iQ+nnh8ro+HcLEYuWlG7XJ4+BEpPU5J5yrFN9/t/COT8ong9lcPkqZ7kaAKIVU/zaukEVizdTesQL1Y9NhiNArFF9kVIA3pdR6su/WjV5TuXxlkbhRpvgm05/Pz9F5w8Yk8OQ70NTE0IJCDo8l2aTmsjeMLyF/pGBUpSIUQDajmPPWtJd259BVNJzZOKErMFUPE1uT53M2vsSYW1tKjS97sn/5frtL/yivV1zN9Op7TM3vx+4o/1eCsl5Cj+dOo5iC6RfrTpfjWlfR8EIKD0TLXOn31wI78ZH2Sr8S8k793s2L7jWAofaf/heN22XadaXV85nd5AXKcEPEye3NYjkA5KMtp0+3z+udkZ9N5hnxWpoWcnEfXvLtu3vGeYh/+ZDS4rU1VV7v3vdl7KuoaZlikc9uhG0oC5aJtIFwmNRsEvtgsAf9haMcY8l7T2t7o5qsYrpucIilX738ojP9nHdx337c3dlqf4Mexel56r04ip7LHF84V1MOsOnHV6r3xFbY3Wtb9nJYZA8lUTxcX27k3m0hLaltgThL0jPuWBIR34xDqcQ2o0Zzv/iS2B4zHEJuBl0HIsvZB1+0+TmXKSQPKwqgqxHXu7NL66iLPZE6Wo4oN8tjWZz7aeYN+6xaTMv6HKY09n2z+PCP/m2yVWiMaoaXyTupEpyP6k3cdS8ybYK459yFHje/yWeiPwkUvjsij2L8qySyQVeuv57aOsv/Dl+u3cdk0/zCmHADjr1QH/C2bUCIntCECEmkphiQWvKmaU8krbiUaxT5OYnGOfM1tVVTZu2cwAzrWeDHgYfbe6Tcd7oR7567jP+AKJZ/oA40k7vo/yjh8etrqtJSIaH7NivyFQS1y3DsPWpCwST+UCChEjHqXdENeuwN4QYjr2hTXQQTmJB6VuX027MQuPbcf6XnPZt20NJwo70x8otthv8E1617b8+foH8XXfz/jPxiR0Fz2uq48xFQDftn6R//12ikcD2zEIOPbHRjoqZjLxo3P/MUSXWskqtpCaeS3Dxt6PycuH/sDS/8zlyuT5nFo3lLNdxxIEnNJEEefl/pnEyu30GkjPwo34G+GJIe3JPXuU+w5/hLe5GNVmu+yMUJmppzFiJjZQHjYJ0ZCkpaIKPiH2cRCBF8yeUW1lxWgVtV7mXrYo9oW6rObiCu+pqsotllnEl3zCKe9u6BUryob/o8xqQ82xz3Zj8YlxOsYnzN5v1kcp5uSZUxXKvJhSbE+yFpSNYnO+vSvSb0lZvHfIi26l/+G30d/ByL+DwXWDbI3+9i4w3ucSvKLs860qKQlPuOw8onEo1dgnIFBdsKJ9udOHdnKDZiMPtMnmz00woQAwhLQmSxeKUSnjSs0+SSqq0Grgrcwtu40vz4ZRZrVRfG6Mjmc9dCec0qGMI8Y72WFwHth8VhPBIVsUNoNrb9p9Pe3fA7nF9gc7uUn2FbBPebRH0WjwM+n5x4RuXHvPi5guSBhiQv2JVLLwz95N4ZkDAGR4NvzYicsJnfgqv3V8ln5PfMnD17TjqZuuJlTJwVMpJTvj7GWPHXdsNgc9pnJV0doGilYIAZJUVKl8jmsfpZgyS81WsVTK7E/sVZ3rm2DLNOeSCkvFpKKgtIwSiw1QCLpuNgDj1dVsPHAKXb59vnZtwEWDxvUeZGrs4yLSkw9VeX5dif3GPkv14UhaATabyi+H0gEY3DWefle6bqarcl6B9q5ovtZsAPILSzmrBrLD1J/e4+5z+fmEe5nPLeqmy686ya2uyLT1vGl4h2sK3N9nvNYUBWurIQD8y+N9unjUfrrrliDyXBeYMptKXkkZVx2bxwHjFIanubb1GECnM6BTbOjOtUyUe9nzaUaaX6MwzLVr6fib7C3W5UkFafbZzIoCLt/tNLSjfWKMeMsxziqhLLUO5JR/41rnJ6p1F/rdOgMPk/3BlNHDkzTss0BlnLr82L/ybrw+ITGX3U8I4VrS/akKnj7nZ1YpKsrHtwZT2ynWc92AdDWb8rU6rOfGVNjMJRTm5+Bh8nb0Cy8fIO5j1GFqP4xcbSDGsnxe/fg7ZutPgQY8QytOoflT+ANsPF5Ar9IgBlVxfmOp/cZeq9hoVXqAn/ZewarEo4DKsI5VTyNbG77B9q5oAWouNquVRO+ruLP0bW7qGk2vejmjcKdCv3ZQDHG526vs7lBdqtW+ToBNa6hiz8YtZPSzYLTh6xcFIU2zxaWh6LQaehlP42HJZt+//8PAotWggL4eWpC1enurkQ7nGcusqr2rqKvXGGhbtIsF+nkc2R3FoBP38mrBQdCAIbLLZY+Lad2FYtWASTGzrTCcTyx/4f7o1lQ9WsG9snRhhJZlUZB6DKh8cgXVZiPMlgoKBES1bdgAhWjhJKmogsHgwRTLDPJsHrxr1Ve5cumFNOdaKhSd0eVx7fIZwqaCCCJOJdP3jTgO2mL4oNsnvD6pO0VJW/naMJPjhg6gjOLYtZ9x37IMshUNa2wJ9NEcIjK+fYUys9pM4Mdjh/DMvXR3iiNp+ZzOKcG3LAeA6bqlPKT9hp6fRDJLv4hrjDtQLHOAyS6/5oAQe0uFTrGRmXGWjAJ78hTs7frPV7ifLrg9pWf1hCpZHD+4g/hOLhhEWmb/naGJJxUEtYGb/uPuKJqMd5S5hBsy4MIhaAbX97fX6u1/iwyK1SkRttnqJ6nw1xTRU5uIr62Il7OKuYMZtNGm898+Yy97nEarIUsTQJSaSmHmaSAW3yrG0TUGBaZIyN+POSPpkvuUFBdiUuwtRb6B9fOASwhROUkqqqBoNOzU9ySvpIxCa82+ELTnWioUg+tbKn4PvJZlJ3vy17RPQAsdNCf58vdTPDGyPcWn99JXcwSDYm827tnrSraVP8ov6A0LtmOMvKJCmfHB9v2/2nGK1Dx77APaBvGXIfanPf/79QQvfGOfWWSNIdfReU6n2Jjh8SXX8StGzBBcP/PV6w1G+wJTZJGefID0fHurUbB3E79BFJXS6Q3sN/WiR8lv7FvzGXstUZgKT+GXbf8dDIzrTKsuNVulXjnXUqFqJRFtSYo13mBzHhen1ENSodef/70qK7OgN9hfv1o0Ez9DBpbs96HVQJedz+Bt/xuYoDnMndqV3HDPC8QFexHqU3WX2zxdIFGWVIy5xzAQgU8TWOfH4t8K8iHnxG4yCkorfaBUmJ9N+Teup5f7F4YUoiVp/H9FGgEvo86eVNRwES7NuRsYRe/6pKJ8EbQ4UgB4s8y+RsOAV9bwv4gdAOQHdK54oFcIPLgVKulKMihKwyTvXbQu2U9Skn1Q9LKjbZjYK5owXw+2HsvkSs0+Em2ted3/rwwIs3Kn11bY9Qm385O9EN8oiKu4kJ2rpBrjCC3NIv/kXm4+uZ4phpOUlP4VaFyDDIVrZPT4M1N+GcLmk12wfLqDiZpfeMMw3/7mVji7JIR8XQDaG96iTbcrqyxPsZ5bO6apt1SIGinW+YDZeZvGhZNIlNPpzz/tt5hLHElFpHqWSE0aB23mSx1aK55+QY7/vs+4gthW86p9bJEhGCwwV/8+c/XvszXjNaBxj03ziO4OJ+FKy2+89skyXr5/UoV9igvsK4YXqCa866GLmxDi0iSpqIbRyq9otGcoy4yGaP9qH3dM15o8awFa72iXx+RHIXFKCr019jUbtPED6HA0mYGa3QzMWgqALqaSkQaKYv+phL+ay6vW11F0Nse2PNXEhiOjuLZXa/qe/Zi7DP9h1ajVDO9/ritKzjVgLoDSfDD6wuBnXDrj08UORVzP8sMdCLC25hrzAtpokvhD5/oVl0Xj0O/qMSzPbUWvHPuEBEEl0ewt7IZGtdLGfJAIJZ2IsnS2bPmkWkkF5xJ96qFLomi8SitJKrRG1/+d0hvOtxBYLpjYQ1u+ToXOtV2MvPzPd+9J8etB7GX2vViWT0d+zc/gSs1+APSmxv9UP6TrNbz6y808rf+Ce04/D1RMKkoL7UlFkWLCu4HjE6Klk6SiGm4v+5p2+sPsyhgEdK/2cZ963sn29GzmR7l+GPE16Yt43viZ4/XEEVfTJfdvDM3/3rEttH3fyg69tJAOKLd+Crs+AasF85H1+NqKOXNgK/RqTUSRfVaodjkbgHNJhX8M3LyorpdTbSWdJvLugT0MKQhh3Lm1KQze/g12ftGwPPRa/u+WHhds6Q88DEBORgqHPriFrqW70JTmVXZ4BY7WQ2mpaFHK9PYb5nzV3mrsoxTXT1KhN/CLtRtlaOl+bhwFnF9RW+PidSoCQ6M4pUSgwUbrSXNqdOy+tvfzz+NDWWd4jHhNKgYvf5fGVh8iIyL50daPp/mCIKXyOl+gevCVdRAaD19ct0qSEKI6JKmoBvO51ZrLargIV8m5VayNLl5kCUC9YEYps6olNKoNp9tfDb9fkFTEtKt5wR3G2H+AjHeuJzJtPab0RFT1Fvv6EBrw9nff4Lcof/t1p+aV4q3akwqTd/Vn5BLNh39wOAdir8FyaDfWsuq1Vv3idx2fpLfm6lDXT3ksGq9CjT2B+J91BH4U0lZzGg/vEJefR9FomGZ9DqtN5Vfd+XUhHEmFi7vj6PQGwmYkYrNZMXrUbIxIqK+9tc5HsY9e9/Bp/H9HNRqFV6dcA4vBVymmpLjQMeVsuQxDDE9Y/kz3MD9JKoRoYJJUVINF5wlmsJXUbBEu+1oR4KGrh36dFwwIzNAEE6nTEdSmF/xu35aHF76muj2JKw3rDmnrCS88QHaRhSDszcq+Ia7vzlVdwR7QRUkiNs+Cl1oECnj5Nv4vQ1E/kttN4dbdvRgWEEZ1RvIc0nfkZ1sAvf0rzn4mmq90i71bki+FPF92NwAb2tZskH916bUKVpuKxXq+G+n5pML1X7nl4zZqamDbYDz1CkGK/WGZySfAlWHVm97t4zCrWgyKlZyMs4THOE8bW2i2P2DwMsrtjRANTWpdNZRp7U+ArJdIKmxWK4eOHGZHjidjuoYT4GXvWvFR/gP4G7M5k/sF4Nono8q5loo01Z//BjzIDCA46vx89ZlKYI2mv61MWftxPLujiHRtKyJyi4lScgDQ+4XXseTaC1Zy+MH4PFiBc0NDvGqwdohoXnxMBkAhv6R6C1Oay+w3dwadrPvZkuRHDuTVvWX8obZm+1+Hk5JbQkyg62d/AtBrNJRgc0oqtPWYVNRWTKAnb3XaB+fWOvXyDbr8AY2EotGQo/gRShb5mRWTiqKiQoyY8aqHFdOFEJfXpL5Zjx8/zt13302rVq0wmUy0adOGWbNmYTa7dkaNi1n15574mytPKn5/6w58Px3DrK938s668yt9eqpF+CrFTtMMuoqitz95225rT0qYPWHx8QskT7V/UT6jfbLO5/CL685i6zDWFrXiwMkM/BV7dyO83df9yf+i6WrNqrZC87doOXzOza2fX1K97k9tCncyUrMNP0tG1TuLZuPG8TdhG/g4Mx99kGBvI12j/Ko+qJaWKw+z3zgVTcYBx7azahCn1GAUXdVTvTakDkPvIEf14qgtAm/f+vtMXC1Pa29VKcpOqfBeq6Mfc9BjKvdlvdbQYQnR4jWexybVcODAAWw2G++99x5t27Zlz5493HvvvRQWFvL666/X23nVKpKK8NxEIpUs/qxdxu60+x3bjdinrzR4uP6LRHMuqQiggHC/8+WfVoPxVZIJtqbV+RyBXgYUBWwq7DxwiIlAmaJH5+Ff57Jry8PThyLViKdi/2wzlEAiXbDSsmiagixneF//Bto8D6rTGnhT7kI6GvaxIzce6Fnf4YlGwt/TwLNjOjbIuTwwY1LMWC2ljm032F6lxGJjg19Mg8RQXdEREeydvAWNzoi2CU2/WqQPACuU5lRMKii1f0/b9PKwSYiG1qSSitGjRzN69GjH69atW3Pw4EHefffd+k0qzk2RqrEUVfp+gC0bFPjO1h9ddrFju1G1gAJ6D9f/cQvucCX8AX01+zluOwV0AuC0GkQnkgm1pdf5HDq1jNGmA2hKcvj1SDt2KG1p66fie4kpaRtKjsYPTzWNG0tfJDOwB+vdGo1wJ2+djZHa38m3VW8tGK1q7yZVnpQL4WrWc1+r1rLzXfKs52aC0mnd+7ezMl3axLk7hBo7EnA1G05G4q/EU2GOQ3N5UiETygrR0JpUUlGZ3NxcAgMv3ae+tLSU0tLzT4zy8uzT0FksFqd5xC/nWPho3jkaTAefzvS66Jiiglz8FHsi8YRuCb65JZhLV2Cz2fBQ7F0yNDpDtc9VXdHte7E56k90Or2EK1sHOcrXRPch5cxxrurdq+7nNBfyru1vYIBOJR9xI3/j25v60dnF11JTBRo/sKYRqORjNupc/tkK9yv/N63q39bgaR855KWWUFpSUuXsOrryxcc0evm9EfWiTNGBCuaSYsfvWHlSYbNam9XvXXXrqaudbXcbryUdZlxhODdfdG5dkb2VXtV7NqvPWojaaOg60KSTiiNHjvDWW29dtpVizpw5zJ49u8L2tWvX4ulZvYF6f6QqbLBdQXaKjeXLlzu9V5qXxs1AmaphrOY3NIrKkq8Wo2i03HRun02bt7p80SMAQoeQFjwY5dBJ/jh0EgBb6ADWe7TBWGaqEGuNqSpj0GPAQiD5nMaDP7Zu4ribp/gPV+1PoIZqdrGwoGfdr1M0WitXrrzs+2UWMxMBjaLyw7Kv0RovX6d7nEsqDhw+wok8+b0RrneFam+N2Ls7kaPpZlSbyjL9LGwobFr5NMZ6aLl2t6rqqatlZymAll3HzrJ8+SnHdnNBFjfk/wIKJJcFki7fDaKFKyqqvIdNfWkUScWzzz7L3LlzL7vP/v376djxfJ/Y06dPM3r0aCZNmsS99957yeNmzJjB448/7nidl5dHTEwMQ4cOJSioerNdqLtT+PzYH5j8ghg7to/Tewe3rYKjkKoJQQEi1VQmHXqEzW2mA5CBP+Ouv6Fa52mMivf6Y7CkE6rkcIYQbrpuNDqte8cw7PU1w/p76Kw5wZ8DtjJ27Ey3xiNcz2KxsHLlSkaMGIFef+mEXLXZMO+2Ty/Zr09PQqPbXHJfgIydTwBwRfdetOs1xJUhCwFAcuIssEGH9m3oMnAsZRYLpsQpAEQOvhq/oDA3R+g61a2nrtYhrYDvDn5Pe0sKY0Y/gnJuXN2O79/DoFg5pG3HxGmPV1GKEM1fZmZmg56vUSQVTzzxBFOnTr3sPq1bt3b895kzZxg6dCgDBgzg/fffv+xxRqMRo7Hi7Et6vb7afwRDNPncrF1LSJ4Per3zbPj7jhyjtWokXx9Ece8HiNzyCABRRz5lna07GpMfVzfgH1tXKzQFgiWdr42zOEY0psJlEHT5G7f61mPoJI6Ht8KcuJIBV01q0C8z0bCqU08zFW+CyKW0MLfKffXYm4KNJi/5vRH1wqbRgQ0U1Yper8dmPd/9wOBhapa/dzX5PnWFNiGebDQ+il6xkpp+I2HnHiaoKbsByArsQftm+DkLUVMN/femUSQVISEhhIRUb3XT06dPM3ToUBISEliwYAGaBpj5J6jsLK/qP+BMcRgwy7G9sLSMN/d5kaUbSR9jPgmjprDPL4zOP91CKDmMtrzC4PbxLl6homEpvpGQdxCA1pwCrZv7Pp0T36k38Z16uzsM0QgUaHwJsuVSlFv1jGflSYXOIAO1Rf04pmtLplkHGvuK2jar1fFeU5phqTHTG4yc1IQRo54hPWkPe9IsbDhlJT2nG1vLSrii9Uh3hyhEi9QokorqOn36NEOGDCEuLo7XX3+d9PTzMxyFh9ffgmwmb/uc2F6q85SyZ3OLOU0Iv9vaMWqMfVaqTn1HcurncKJJ4QbtZkz+DTONYX3xDGsNp9ae3+AV7L5ghKhEsdYHs1VLSUHeZfdLOXmEJGscP9j6cb9vxGX3FaK2Pgp4lN9ysng70D5lsdV6fg0VbSNa/K6pyzTFEVN0Bt+1Mygt82Sh+UWgFT/QihW9mvKjPCGarib1F27lypUcOXKEI0eOEB0d7fSeqqr1dl5PX/vsUl5qMarN5ui/mZpnn1XqePAQWnXpB9hX+zzdYSqR++ey0prAn/2rN9VlY6UPjHf8d75qwkfftK9HND9vRr3BjweyeNm/G72BQ6n5rN6fxvbjWUzI+oDOI++mddd+8J9R9Ndm8LOtN3qvAHeHLZop/bkxZ2VW+3eSteyCpKI+JuxooUp8W0PRFmJtp4nVwMNtM1Fir6RNqDftw3zcHZ4QLVKTSiqmTp1a5diL+uDla78B0Sk2Cgvz8PLxB8B67Bf+ofsfudrewGDH/gkTn2DNF3oGajtxY6/oSkpsQtoO59TB7UQnfyutFKJR8vH2opWyD9/v3+LAiiyeLbqTXWpbOirJGHVHSF/7DrmnD9AT+yraIzXbMehkwURRP/Tn1qIwW20A2KSlol7oIq+AlE8A+MMjgcem3VnllNJCiPolf+GqweTpQ5mqsScVedmOpMKQspPbdWvYZnP+GHV6A8PveJLhbojV5cI6E91/EiR/i0+gdBkRjU+Ap4EndZ9zrXYrWMFbKaZjmA/XlJxhRMnv7Cmw0m7zE3Bu3bEB2n0UaOqvZVO0bHdnvsHrxk0cOvE09H6EMpuN02oQPhTjKze9LtN99DS2motA0dBj3AOSUAjRCEhSUQ2KRkO+4kUA+aQd+wPbByMIVTO4UrHfmJR51t94jkah8NzYFa/qDaYXoiFdUbzNnlAAv4bdxjPXTKJru9bs/60IfvoXkSVH+dnWm+u1WxzHGOX+Q9QTT4oJUvLRWAoByFV8GV76Fn4mPYlujq050RuM9L1Jpo0VojGRpKKaihRPEstak7/iHbpq0x1PPQEU32aeVHj4gW80mKQfumh8ggoOOf67820v4+tvX38mJNY+SYIfBTxh+TNv+D7Dm71SUTRauhsqTjMthCvYNPZxE+q5qWRzi+3dn/xMMp5CCNG8SVJRTWmmtnyRk8BGW1dWWnszoq034bm7iM/9jfAeo9wdXv2K6Qeth8BVj7o7EiEq0p9PEMoTCoDg8FiKVQMmxUy8kkJYQDg9rrnVHRGKFkRVzn2tnksq8ort/+9rkq9bIUTzJn/lqqnzI1/isXgreQcK+UkZyFPjBxMT6AlAs+8U5BcN4//t7iiEqFTXcQ+x871fsXa8ngtXLlE0Go54dKVb6Q5GaraTFdjfbTGKlkPVlrdUmAHwSFrF14Y3OGlOAAa5MTIhhKhfklRUk9HDk9cmD+aOk9kEexsdCYUQwr28fQPo+dQPlb5n7j4Ztu7gMd2XbLZ0BK5o2OBEi6Oe6/7U/8R8ti2NRGMppqfmCKot0s2RCSFE/ZKkoga0GoWEuEB3hyGEqKaeoybzW34qtpJ8eo6e5u5wRAugBsRDBvxs7c03eyzcGZMDQJnB161xCSFEfZOkQgjRbGm0Wvrd8qy7wxAtSN9b/8qebf159dvjHLVE0fPoJ1ylA5vRz92hCSFEvZIVoIQQQggX0Wi1dL1yJD179QOglXLW/oaHv/uCEkKIBiAtFUIIIYSLvTCuM54n1zMibwcAioePmyMSQoj6JS0VQgghhIv5mfQ8+ac7yFdNAHhGdnRzREIIUb+kpUIIIYSoB77+QeQ9tpc9ezbRdcA4d4cjhBD1SpIKIYQQop74+gfRdeD17g5DCCHqnXR/EkIIIYQQQtSJJBVCCCGEEEKIOpGkQgghhBBCCFEnklQIIYQQQggh6kSSCiGEEEIIIUSdSFIhhBBCCCGEqBNJKoQQQgghhBB1IkmFEEIIIYQQok4kqRBCCCGEEELUiSQVQgghhBBCiDqRpEIIIYQQQghRJ5JUCCGEEEIIIepEkgohhBBCCCFEnUhSIYQQQgghhKgTnbsDaGiqqgKQn5+PXq93czRCiMpYLBaKiorIy8uTeipEIyX1VIjGLT8/Hzh/71vfWlxSkZmZCUCrVq3cHIkQQgghhBD1KzMzEz8/v3o/T4tLKgIDAwFITk522Qfcp08ftm3b1qzLcnV5Epv7y3J1ea4sKy8vj5iYGE6ePImvr69LynRVfC3l38DV5TXm2FxdXkuJrbHW05by+bu6vMYcm6vLaymx5ebmEhsb67j3rW8tLqnQaOzDSPz8/Fz2R1Cr1Tb7slxdnsTm/rJcXZ6rYwPw9fVtdPG1pH+DlhKbq8trSbFB46unLenzbymxubq8lhQbnL/3rW8yUNsFHnzwwWZflqvLk9jcX5ary3N1bK7mqvha0r9BS4nN1eW1pNhczRXxtaTPv6XE5uryWlJsDUlRG2r0RiORl5eHn58fubm5Ls8EhRCuIfVUiMZP6qkQjVtD19EW11JhNBqZNWsWRqPR3aEIIS5B6qkQjZ/UUyEat4auoy2upUIIIYQQQgjhWi2upUIIIYQQQgjhWpJUCCGEEEIIIepEkgohhBBCCCFEnUhSIYQQQgghhKgTSSqEEEIIIYQQdSJJhRBCCCGEEKJOJKkQQgghhBBC1IkkFUIIIYQQQog6kaRCCCGEEEIIUSeSVAghhBBCCCHqRJIKIYQQQgghRJ1IUiGEEEIIIYSoE0kqhBBCCCGEEHUiSYUQQjRyiqLw4osvujuMehMfH8+4cePcHUaDW7duHYqi8OWXX7o7FCGEqDNJKoQQTdru3bu56aabiIuLw8PDg6ioKEaMGMFbb73ltF98fDyKojh+QkNDGTRoEF9//bXTfkOGDHHa78Kfjh07OvZbuHAhiqKwffv2BrnOpm7fvn28+OKLHD9+3N2hCCGEqAc6dwcghBC1tXnzZoYOHUpsbCz33nsv4eHhnDx5kl9//ZU333yThx9+2Gn/Hj168MQTTwBw5swZ3nvvPW688UbeffddHnjgAcd+0dHRzJkzp8L5/Pz86veCLqG4uBidrmn/ud63bx+zZ89myJAhxMfHuzscIYQQLta0v6WEEC3ayy+/jJ+fH9u2bcPf39/pvbS0tAr7R0VFceeddzpeT548mbZt2/LPf/7TKanw8/Nz2s/dPDw83B1Ck1dWVobNZsNgMLg7FCGEaJak+5MQosk6evQoXbp0qZBQAISGhlZ5fHh4OJ06dSIpKakeorMr7ya1ceNGHnnkEUJCQvD39+f+++/HbDaTk5PD5MmTCQgIICAggKeffhpVVZ3KuHhMxYsvvoiiKBw5coSpU6fi7++Pn58f06ZNo6ioyLHf8ePHURSFhQsXVojr4jLz8/OZPn068fHxGI1GQkNDGTFiBDt27KjyGnfu3MmYMWPw9fXF29uba665hl9//dXpM5g0aRIAQ4cOdXQnW7dunVM5GzdupG/fvnh4eNC6dWsWLVpU4Vw5OTlMnz6dmJgYjEYjbdu2Ze7cudhstgrX/frrrzNv3jzatGmD0Whk3759l7wGRVF46KGH+OSTT+jQoQMeHh4kJCTwyy+/OO134sQJ/vKXv9ChQwdMJhNBQUFMmjSp0m5dOTk5PPbYY47PNDo6msmTJ5ORkXHJOEpLSxk3bhx+fn5s3rwZgA0bNjBp0iRiY2MxGo3ExMTw2GOPUVxcXOH4JUuW0LlzZzw8POjatStff/01U6dOrdA6ZLPZmDdvHl26dMHDw4OwsDDuv/9+srOzLxmbEEJcjrRUCCGarLi4OLZs2cKePXvo2rVrjY+3WCycPHmSoKAgp+1Wq7XSGz+TyYSXl1etYn344YcJDw9n9uzZ/Prrr7z//vv4+/uzefNmYmNj+cc//sHy5ct57bXX6Nq1K5MnT66yzJtvvplWrVoxZ84cduzYwYcffkhoaChz586tcXwPPPAAX375JQ899BCdO3cmMzOTjRs3sn//fnr16nXJ4/bu3cugQYPw9fXl6aefRq/X89577zFkyBDWr19Pv379uPrqq3nkkUf417/+xXPPPUenTp0AHP8PcOTIEW666SbuvvtupkyZwkcffcTUqVNJSEigS5cuABQVFTF48GBOnz7N/fffT2xsLJs3b2bGjBmcPXuWefPmOcW2YMECSkpKuO+++zAajQQGBl72M1i/fj2ff/45jzzyCEajkXfeeYfRo0ezdetWx+/Xtm3b2Lx5M7feeivR0dEcP36cd999lyFDhrBv3z48PT0BKCgoYNCgQezfv58//elP9OrVi4yMDJYtW8apU6cIDg6ucP7i4mJuuOEGtm/fzqpVq+jTpw9gTxSKior485//TFBQEFu3buWtt97i1KlTLFmyxHH8Dz/8wC233EK3bt2YM2cO2dnZ3H333URFRVU41/3338/ChQuZNm0ajzzyCElJSbz99tvs3LmTTZs2odfrL/tZCSFEBaoQQjRRK1asULVararVatX+/furTz/9tPrzzz+rZrO5wr5xcXHqyJEj1fT0dDU9PV1NTExUb731VhVQH374Ycd+gwcPVoFKf+6//37HfgsWLFABddu2bZeNsXy/UaNGqTabzbG9f//+qqIo6gMPPODYVlZWpkZHR6uDBw92KgNQZ82a5Xg9a9YsFVD/9Kc/Oe03YcIENSgoyPE6KSlJBdQFCxZUiOviMv38/NQHH3zwstdSmfHjx6sGg0E9evSoY9uZM2dUHx8f9eqrr3ZsW7JkiQqoa9eurVBGXFycCqi//PKLY1taWppqNBrVJ554wrHtpZdeUr28vNRDhw45Hf/ss8+qWq1WTU5OVlX1/HX7+vqqaWlp1bqO8n/j7du3O7adOHFC9fDwUCdMmODYVlRUVOHYLVu2qIC6aNEix7aZM2eqgLp06dIK+5f/Hqxdu1YF1CVLlqj5+fnq4MGD1eDgYHXnzp1O+1d2zjlz5qiKoqgnTpxwbOvWrZsaHR2t5ufnO7atW7dOBdS4uDjHtg0bNqiA+sknnziV+dNPP1W6XQghqkO6PwkhmqwRI0awZcsWrr/+ehITE3n11VcZNWoUUVFRLFu2rML+K1asICQkhJCQELp3786SJUu46667KjzZj4+PZ+XKlRV+pk+fXutY7777bhRFcbzu168fqqpy9913O7ZptVp69+7NsWPHqlXmheNAAAYNGkRmZiZ5eXk1js/f35/ffvuNM2fOVPsYq9XKihUrGD9+PK1bt3Zsj4iI4Pbbb2fjxo3VjqVz584MGjTI8TokJIQOHTo4fRZLlixh0KBBBAQEkJGR4fgZPnw4Vqu1QleliRMnEhISUu3r6d+/PwkJCY7XsbGx3HDDDfz8889YrVbA3lpVzmKxkJmZSdu2bfH393fqKvbVV1/RvXt3JkyYUOE8F/4eAOTm5jJy5EgOHDjAunXr6NGjh9P7F56zsLCQjIwMBgwYgKqq7Ny5E7BPPLB7924mT56Mt7e3Y//BgwfTrVs3p/KWLFmCn58fI0aMcPocExIS8Pb2Zu3atdX9yIQQwkG6PwkhmrQ+ffqwdOlSzGYziYmJfP311/zzn//kpptuYteuXXTu3Nmxb79+/fj73/+Ooih4enrSqVOnSsdjeHl5MXz4cJfGGRsb6/S6fCapmJiYCtur26/94jIDAgIAyM7OxtfXt0bxvfrqq0yZMoWYmBgSEhIYO3YskydPdkoWLpaenk5RUREdOnSo8F6nTp2w2WycPHnS0X2pJtcC9uu58LM4fPgwf/zxxyUThYsH57dq1arK816oXbt2Fba1b9+eoqIi0tPTCQ8Pp7i4mDlz5rBgwQJOnz7tNP4lNzfX8d9Hjx5l4sSJ1Trv9OnTKSkpYefOnZV+VsnJycycOZNly5ZV+N0oP+eJEycAaNu2bYXj27Zt65TwHD58mNzc3EuOO6pskgMhhKiKJBVCiGbBYDDQp08f+vTpQ/v27Zk2bRpLlixh1qxZjn2Cg4NdnixUl1arrfZ29aKB2jUts/z4i5+Ilyt/6n6hm2++2bFux4oVK3jttdeYO3cuS5cuZcyYMdWKpy6quhawDy4eMWIETz/9dKX7tm/f3un1hU/4XeXhhx9mwYIFTJ8+nf79++Pn54eiKNx6661Og8Vr4oYbbmDx4sW88sorLFq0CI3mfCcCq9XKiBEjyMrK4plnnqFjx454eXlx+vRppk6dWqtz2mw2QkND+eSTTyp9vyatO0IIUU6SCiFEs9O7d28Azp496+ZI3Ku85SInJ8dpe/lT7YtFRETwl7/8hb/85S+kpaXRq1cvXn755UsmFSEhIXh6enLw4MEK7x04cACNRuNoiblUglMTbdq0oaCgoN4Sw8OHD1fYdujQITw9PR032l9++SVTpkzhjTfecOxTUlJS4TNu06YNe/bsqdZ5x48fz8iRI5k6dSo+Pj68++67jvd2797NoUOH+O9//+s0eH/lypVOZcTFxQH2Ae8Xu3hbmzZtWLVqFVdddVW9JF5CiJZJxlQIIZqstWvXVvpUf/ny5QCVdstpSXx9fQkODq4w1uCdd95xem21Wp267oB9St7IyEhKS0svWb5Wq2XkyJF8++23TlOqpqam8umnnzJw4EBHN6zyWbMuvvmuiZtvvpktW7bw888/V3gvJyeHsrKyWpcNsGXLFqduQidPnuTbb79l5MiRjpYUrVZb4XfurbfeqtD6M3HiREd3vItV9js7efJk/vWvfzF//nyeeeYZx/by8154jKqqvPnmm07HR0ZG0rVrVxYtWkRBQYFj+/r169m9e7fTvjfffDNWq5WXXnqpQhxlZWV1+jcSQrRc0lIhhGiyHn74YYqKipgwYQIdO3bEbDazefNmPv/8c+Lj45k2bVqtys3NzeXjjz+u9L3GtCheddxzzz288sor3HPPPfTu3ZtffvmFQ4cOOe2Tn59PdHQ0N910E927d8fb25tVq1axbds2pyfylfn73//OypUrGThwIH/5y1/Q6XS89957lJaW8uqrrzr269GjB1qtlrlz55Kbm4vRaGTYsGHVWk+k3FNPPcWyZcsYN26cY7rZwsJCdu/ezZdffsnx48crnaq1urp27cqoUaOcppQFmD17tmOfcePG8b///Q8/Pz86d+7Mli1bWLVqVYVpiZ966im+/PJLJk2axJ/+9CcSEhLIyspi2bJlzJ8/n+7du1c4/0MPPUReXh7PP/88fn5+PPfcc3Ts2JE2bdrw5JNPcvr0aXx9ffnqq68qHXfzj3/8gxtuuIGrrrqKadOmkZ2dzdtvv03Xrl2dEo3Bgwdz//33M2fOHHbt2sXIkSPR6/UcPnyYJUuW8Oabb3LTTTfV+nMUQrRQbpp1Sggh6uzHH39U//SnP6kdO3ZUvb29VYPBoLZt21Z9+OGH1dTUVKd94+Li1GuvvbbKMi83peyFfzJrOqXsxfuVTwubnp7utH3KlCmql5eX0zYuMaXsxceWnyspKcmxraioSL377rtVPz8/1cfHR7355pvVtLQ0pzJLS0vVp556Su3evbvq4+Ojenl5qd27d1ffeeedqj4uVVVVdceOHeqoUaNUb29v1dPTUx06dKi6efPmCvt98MEHauvWrVWtVus0veyl/m0GDx5cYXrd/Px8dcaMGWrbtm1Vg8GgBgcHqwMGDFBff/11x1TC5VPKvvbaa9WKX1Xtn/GDDz6ofvzxx2q7du1Uo9Go9uzZs8IUuNnZ2eq0adPU4OBg1dvbWx01apR64MABNS4uTp0yZYrTvpmZmepDDz2kRkVFqQaDQY2OjlanTJmiZmRkqKrqPKXshZ5++mkVUN9++21VVVV137596vDhw1Vvb281ODhYvffee9XExMRKpwtevHix2rFjR9VoNKpdu3ZVly1bpk6cOFHt2LFjhWt+//331YSEBNVkMqk+Pj5qt27d1Kefflo9c+ZMtT83IYQop6hqNUcECiGEEM2Uoig8+OCDvP322+4OxeV69OhBSEhIhXEYQgjhSjKmQgghhGgGLBZLhXEl69atIzExkSFDhrgnKCFEiyFjKoQQQohm4PTp0wwfPpw777yTyMhIDhw4wPz58wkPD6+wUKIQQriaJBVCCCFEMxAQEEBCQgIffvgh6enpeHl5ce211/LKK69UGEguhBCuJmMqhBBCCCGEEHUiYyqEEEIIIYQQdSJJhRBCCCGEEKJO3J5U/Pvf/yY+Ph4PDw/69evH1q1bL7nvBx98wKBBgwgICCAgIIDhw4dfdn8hhBBCCCFE/XPrQO3PP/+cxx9/nPnz59OvXz/mzZvHqFGjOHjwYKWrrK5bt47bbruNAQMG4OHhwdy5cxk5ciR79+4lKiqqWue02WycOXMGHx8fFEVx9SUJIYQQQgjhdqqqkp+fT2RkJBpN/bcjuHWgdr9+/ejTp49jsSGbzUZMTAwPP/wwzz77bJXHW61WAgICePvtt5k8eXK1znnq1CliYmLqFLcQQgghhBBNwcmTJ4mOjq7387itpcJsNvP7778zY8YMxzaNRsPw4cPZsmVLtcooKirCYrEQGBhY7fP6+PgAkJSUVKPjhBANx2KxsGLFCkaOHIler3d3OEKISkg9FaJxy8rKolWrVo573/rmtqQiIyMDq9VKWFiY0/awsDAOHDhQrTKeeeYZIiMjGT58+CX3KS0tpbS01PE6Pz8fAA8PD0wmUy0iF0LUN51Oh6enJyaTSW5WhGikpJ4K0bh5eHgANFh3/ya7+N0rr7zC4sWLWbduneNDq8ycOXOYPXt2he1r167F09OzPkMUQtTRypUr3R2CEKIKUk+FaJyKiooa9HxuSyqCg4PRarWkpqY6bU9NTSU8PPyyx77++uu88sorrFq1iiuuuOKy+86YMYPHH3/c8TovL4+YmBiGDh0qK4wK0UhZLBZWrlzJiBEj5AmoEI2U1FMhGrfMzMwGPZ/bkgqDwUBCQgKrV69m/PjxgH2g9urVq3nooYcuedyrr77Kyy+/zM8//0zv3r2rPI/RaMRoNFbYrtfr5Y+gEI2c1FMhGr/6qKc2mw2z2ezSMoVobvR6PVqt9rLvNyS3dn96/PHHmTJlCr1796Zv377MmzePwsJCpk2bBsDkyZOJiopizpw5AMydO5eZM2fy6aefEh8fT0pKCgDe3t54e3u77TqEEEII4Rpms5mkpCRsNpu7QxGi0fP39yc8PLxRLJPg1qTilltuIT09nZkzZ5KSkkKPHj346aefHIO3k5OTnebVfffddzGbzdx0001O5cyaNYsXX3yxIUMXQgghhIupqsrZs2fRarXExMQ0yNz6QjRFqqpSVFREWloaABEREW6OqI5JxZEjRzh69ChXX301JpMJVVVrnCk99NBDl+zutG7dOqfXx48fr2WkQgghhGjsysrKKCoqIjIyUiZTEaIK5bOYpqWlERoaetmuUA2hVo8AMjMzGT58OO3bt2fs2LGcPXsWgLvvvpsnnnjCpQEKIYQQomWwWq2AfdylEKJq5cm3xWJxcyS1TCoee+wxdDodycnJTk8SbrnlFn766SeXBSeEEEKIlqcx9A8XoiloTHWlVt2fVqxYwc8//1xhye927dpx4sQJlwQmhBBCCCGEaBpq1VJRWFhYaV/HrKysSqdvFU2Xqqqs/eQAO1cmuzsUIYQQQjQj69atQ1EUcnJymlTZrhQfH8+8efPcHYZL1CqpGDRoEIsWLXK8VhQFm83Gq6++ytChQ10WnHC/tOP57Ntwhs1fHUG1qe4ORwghhGh00tPT+fOf/0xsbCxGo5Hw8HBGjRrFpk2bHPvEx8ejKAqKouDl5UWvXr1YsmSJ4/0XX3zR8f6FPx07dnTsM2TIEKZPn15v13H8+HEURWHXrl31dg7hbNu2bdx3333uDsMlatX96dVXX+Waa65h+/btmM1mnn76afbu3UtWVpZTBRJNn+2CRKIoz4yXv7RECSGEEBeaOHEiZrOZ//73v7Ru3ZrU1FRWr15dYUXjv/3tb9x7773k5eXxxhtvcMsttxAVFcWAAQMA6NKlC6tWrXI6Rqdz6+z/jZ7ZbHbLwH5XnTckJMQF0TQOtWqp6Nq1K4cOHWLgwIHccMMNFBYWcuONN7Jz507atGnj6hiFG5VZrI7/zssscWMkQgghROOTk5PDhg0bmDt3LkOHDiUuLo6+ffsyY8YMrr/+eqd9fXx8CA8Pp3379vz73//GZDLx3XffOd7X6XSEh4c7/QQHB7s03uzsbO644w5CQkIwmUy0a9eOBQsWANCqVSsAevbsiaIoDBkyBLA/TR8xYgTBwcH4+fkxePBgduzY4VSuoih8+OGHTJgwAU9PT9q1a8eyZcuc9lm+fDnt27fHZDIxdOjQCksFZGZmcttttxEVFYWnpyfdunXjs88+c9pnyJAhPPTQQ0yfPp3g4GBGjRpVrbIvZ+HChfj7+/PNN9/Qrl07PDw8GDVqFCdPnnTs8+KLL9KjRw8+/PBDWrVqhYeHB2D/97/nnnsICQnB19eXYcOGkZiY6FT+d999R58+ffDw8CA4OJgJEyY43ru4+5OiKLz77ruMGTMGk8lE69at+fLLL6t9Le5U61Vl/Pz8eP755/niiy9Yvnw5f//73xvFwhvCtSwl55OK/MxiN0YihBCipVFVFUup1S0/qlq9Lr/e3t54e3vzzTffUFpaWu1r0+l06PV6zGZzbT+eWnnhhRfYt28fP/74I/v37+fdd991JC5bt24FYNWqVZw9e5alS5cCkJ+fz5QpU9i4cSO//vor7dq1Y+zYseTn5zuVPXv2bG6++Wb++OMPxo4dyx133EFWVhYAJ0+e5MYbb+S6665j165d3HPPPTz77LNOx5eUlJCQkMAPP/zAnj17uO+++7jrrrsccZX773//i8FgYNOmTcyfP79aZVelqKiIl19+mUWLFrFp0yZycnK49dZbnfY5cuQIX331FUuXLnV0EZs0aRJpaWn8+OOP/P777/Tq1YtrrrnGcd0//PADEyZMYOzYsezcuZPVq1fTt2/fy8bywgsvMHHiRBITE7njjju49dZb2b9/f42uxx1q1aa2YMECvL29mTRpktP2JUuWUFRUxJQpU1wSnHA/S6m0VAghhHCPMrON9x9d75Zz3/fmYPTGqhcT0+l0LFy4kHvvvZf58+fTq1cvBg8ezK233soVV1xR6TFms5k33niD3Nxchg0b5ti+e/duvL29nfa98847mT9/ft0u5gLJycn07NmT3r17A/Yn5eXKu+IEBQURHh7u2H5hjADvv/8+/v7+rF+/nnHjxjm2T506ldtuuw2Af/zjH/zrX/9i69atjB49mnfffZc2bdrwxhtvANChQwd2797N3LlzHcdHRUXx5JNPOl4//PDD/Pzzz3zxxRdON+Lt2rXj1Vdfdbx+7rnnqiy7KhaLhbfffpt+/foB9sSlU6dObN261XFus9nMokWLHJ/Txo0b2bp1K2lpaY6Jil5//XW++eYbvvzyS+677z5efvllbr31VmbPnu04V/fu3S8by6RJk7jnnnsAeOmll1i5ciVvvfUW77zzTrWvxx1q1VIxZ86cSpvjQkND+cc//lHnoETjYSkpc/x3fpYkFUIIIcTFJk6cyJkzZ1i2bBmjR49m3bp19OrVi4ULFzrt98wzz+Dt7Y2npydz587llVde4dprr3W836FDB3bt2uX087e//a1aMSQnJztaTby9vS95P/bnP/+ZxYsX06NHD55++mk2b95cZdmpqance++9tGvXDj8/P3x9fSkoKCA52XlmyAuTKC8vL3x9fUlLSwNg//79jhv2cv3793d6bbVaeemll+jWrRuBgYF4e3vz888/VzhPQkKC0+vqlF0VnU5Hnz59HK87duyIv7+/UwtBXFyc0xiIxMRECgoKCAoKcvrsk5KSOHr0KAC7du3immuuqVEsF8fev3//5ttSkZyc7Oh3d6G4uLgK//CiaTM7dX+SpEIIIUTD0Rk03PfmYLeduyY8PDwYMWIEI0aM4IUXXuCee+5h1qxZTJ061bHPU089xdSpU/H29iYsLKzCwmUGg4G2bdvWKt7IyEinWZsCAwMr3W/MmDGcOHGC5cuXs3LlSq655hoefPBBXn/99UuWPWXKFDIzM3nzzTeJi4vDaDTSv3//Cl239Hq90+vy2UGr67XXXuPNN99k3rx5dOvWDS8vL6ZPn17hPF5eXtUu05UuPm9BQQERERGsW7euwr7+/v4AmEymBoiscahVS0VoaCh//PFHhe2JiYkEBQXVOSjReFzY/UmSCiGEEA1JURT0Rq1bfuq6UnHnzp0pLCx02hYcHEzbtm0JDw93+UrIOp2Otm3bOn4ulVSAvZvTlClT+Pjjj5k3bx7vv/8+gGM2I6vV6rT/pk2beOSRRxg7dixdunTBaDSSkZFRo/jKuxJd6Ndff61wnhtuuIE777yT7t2707p1aw4dOuSSsqtSVlbG9u3bHa8PHjxITk4OnTp1uuQxvXr1IiUlpcJn37ZtW0ePniuuuILVq1fXKJaLY//1118vG0djUauk4rbbbuORRx5h7dq1WK1WrFYra9as4dFHH60wqEU0beYLuz9llshaFUIIIcQFMjMzGTZsGB9//DF//PEHSUlJLFmyhFdffZUbbrihRmWVlZWRkpLi9JOamurSeGfOnMm3337LkSNH2Lt3L99//73jhjU0NBSTycRPP/1Eamoqubm5gH0Mw//+9z/279/Pb7/9xh133FHjJ/APPPAAhw8f5qmnnuLgwYN8+umnFbqHtWvXjpUrV7J582b279/P/fffX63rr07ZVdHr9Tz88MP89ttv/P7770ydOpUrr7zysoOqhw8fTv/+/Rk/fjwrVqzg+PHjbN68meeff96RoMyaNYvPPvuMWbNmsX///mqN9ViyZAkfffQRhw4dYtasWWzdupWHHnqoRtfjDrVKKl566SX69evHNddcg8lkwmQyMXLkSIYNGyZjKpqZC2d/spbZKMpv2FkqhBBCiMbM29ubfv368c9//pOrr76arl278sILL3Dvvffy9ttv16isvXv3EhER4fQTFxfn0ngNBgMzZszgiiuu4Oqrr0ar1bJ48WLA3trxr3/9i/fee4/IyEhHUvSf//yH7OxsevXqxV133cUjjzxCaGhojc4bGxvLV199xTfffEP37t2ZP39+hXvGv/71r/Tq1YtRo0YxZMgQwsPDGT9+vEvKroqnpyfPPPMMt99+O1dddRXe3t58/vnnlz1GURSWL1/O1VdfzbRp02jfvj233norJ06cICwsDLBPgbtkyRKWLVtGjx49GDZsWIVWlYvNnj2bxYsXc8UVV7Bo0SI+++wzOnfuXKPrcQdFre6caZU4dOgQiYmJmEwmunXr5vJf/PqQl5eHn58fGRkZ0lWrGn56fw9Hd6Q5Xk98OoHw1n5ujEi0BBaLheXLlzN27NgKfXSFEI1DfdTTkpISkpKSnNYBEKK+LVy4kOnTp5OTk+PuUFAUha+//rpayRRcvs5kZmYSHBxMbm4uvr6+9RCtszot09i+fXvat2/vqlhEI2QpLXN6XZBd/Tm4hRBCCCFEy1CrpMJqtbJw4UJWr15NWlpahZH9a9ascUlwwv3KB2orCqgqFOZIUiGEEEKIpmPMmDFs2LCh0veee+45IiMjGzii5qlWScWjjz7KwoULufbaa+natavLZzAQjUd5UuEf5kl2ShEFklQIIYQQogn58MMPKS4urvS9wMBAAgMDnab+dac6jEpwu1olFYsXL+aLL75g7Nixro5HNDJWi70Vyi/UnlRIS4UQQgghmpKoqCh3h9Ai1Gr2p7osziKaFov5XEtFqH3quIJsWatCCCGEEEI4q1VS8cQTT/Dmm2826SYaUT0XtlQAFObKlLJCCCHql9xfCFE9jamu1Kr708aNG1m7di0//vgjXbp0qTCV3NKlS10SnHC/MrM9qfDys6+yaS4uu9zuQgghRK1ptVoAzGZzjRdXE6IlKioqAmgU06/XKqnw9/dnwoQJro5FNDKqqlJ2rvuTp68RcF5hWwghhHAlnU6Hp6cn6enp6PV6NJpadagQotlTVZWioiLS0tLw9/d3JOTuVKukYsGCBa6OQzRCNqtKeauaydeeAdvKVMosVnR69//yCiGEaF4URSEiIoKkpCROnDjh7nCEaPT8/f0JDw93dxhAHRa/KysrY926dRw9epTbb78dHx8fzpw5g6+vL97e3q6MUbhJmeX8+iOePgbHf5uLJakQQghRPwwGA+3atcNsljF8QlyOXq9vFC0U5WqVVJw4cYLRo0eTnJxMaWkpI0aMwMfHh7lz51JaWsr8+fNdHadwg/KuT4oCWr0GvVGLpdSKuaQMT19DFUcLIYQQtaPRaPDw8HB3GEKIGqhVZ8VHH32U3r17k52d7TSQasKECaxevdplwQn3Kh+krTVoURQFg8meg8pgbSGEEEIIcaFatVRs2LCBzZs3YzA4P62Oj4/n9OnTLglMuF+Zxd5SoTfYc0+Dh5ZCwFxidWNUQgghhBCisalVS4XNZsNqrXhjeerUKXx8fOoclGgcHC0V+nNJhbRUCCGEEEKIStQqqRg5ciTz5s1zvFYUhYKCAmbNmsXYsWNdFZtwM+u5loryQdmOpEKmlRVCCCGEEBeoVfen119/ndGjR9O5c2dKSkq4/fbbOXz4MMHBwXz22WeujlG4ieVcS4Xugu5PYJ/9SQghhBBCiHK1SipiYmJITEzk888/JzExkYKCAu6++27uuOMOWQGzGbGWJxXlLRUe9l+XDZ8f4o+1J4lqH8DQOzu6LT4hhBBCCNE41DipsFgsdOzYke+//5477riDO+64oz7iEo1A+UDt8paKuK5BHPw1BZtNJTetmNy0Yvpe14r0E/mUFpeh02uI7xbsGIMhhBBCCCFahhonFXq9npKSkvqIRTQyZY6WCnuS0KZXKFNe8Sc3rYhl/9pFmdnGrlUn2bUy2XFMt6HRXH1Le7fEK4QQQggh3KNWj5QffPBB5s6dS1mZDNhtzsoHZOuM51dr9PQ1ENHWHw8vPQDH/8gAwC/E3u1t7/rTFOaWNnCkQgghhBDCnWo1pmLbtm2sXr2aFStW0K1bN7y8vJzeX7p0qUuCE+5VkG1PDrz9jRXeM5h0kF1KTmoRAINubc+mL4+QfbaQ9OR8vLpVPEYIIYQQQjRPtUoq/P39mThxoqtjEY1Mfpa9m5tPkEeF98oHbZcLifEhMMKL7LOFZKcUEd+tQUIUQgghhBCNQK2SigULFrg6DtEIFZQnFYEVkwqj5/lfHaOXDk9fA4ERnhwFslMKGypEIYQQQgjRCNR6mp6ysjJWrVrFe++9R35+PgBnzpyhoKDAZcGJhqfaVNJO5HHmSA55GfakwruSpKJ8ITwA7wD7+wER9m5wpw5kU2aWtSyEEEIIIVqKWrVUnDhxgtGjR5OcnExpaSkjRozAx8eHuXPnUlpayvz5810dp2gANpvKD/9OJHlvltP2yloqnJMK+/iJ6I4BGL105GeWsH/zWboNia7fgIUQdaKqKoe2pnLmUDZGLz19rm2F/oKJGYQQQojqqlVLxaOPPkrv3r3Jzs52WuxuwoQJrF692mXBiYZ19nCOI6HwDTHhF2qi25Box0xPFzJemFScG8ht8jbQbbA9kUg7ntcAEQsh6mL3ulOsWrCPfZvOsnNFMnt+Oe3ukIQQQjRRtWqp2LBhA5s3b8ZgMDhtj4+P5/Rp+VJqqvIy7d2dojsGcMP0npfd12A6/zSzvKUCICTWB4CM09INTojGzGZT2bki2Wnb0R1p9BwR66aIhBBCNGW1aqmw2WxYrRX7zJ86dQofH586ByVcrzC3lJy0InLSirCUVj7eoTDn3BSylXR3upjR83zrhdcFU84GR3sDkHGygMV/3+qYQUoI0bikHsulILsUo6eOu/7e374tKY+iPLObIxNCCNEU1SqpGDlyJPPmzXO8VhSFgoICZs2axdixY10Vm3CRI7+nsfCZTXwy81c+mfkri57fjLm44sKF5YvWVbYuxcXiugYR3tqXiDZ+xHUNdmz3CfRwLISXearAsTieEKJxyc0oBuyti77BJoJj7A8ETu7PutxhQgghRKVqlVS88cYbbNq0ic6dO1NSUsLtt9/u6Po0d+5cV8co6ujEbvuNvVanAQVKCixkVTLta3lLhZefocJ7F/MJ9GDi07258akEPH3P769oFG5+vg9hrXztZcrq2kI0SgVZzi2TsZ0DgfN/L4QQQoiaqFVSER0dTWJiIs8//zyPPfYYPXv25JVXXmHnzp2Ehoa6OkZRR+mn7OMbRt7ThdA4+81+UW7FLg6OpKIaLRWXY/DQ0ap7sFOZQojGpSD73JTR5+p76572v93HdmVQUmhxW1xCCCGapmoP1O7VqxerV68mICCAv/3tbzz55JPccccd3HHHHfUZn6gjq8VG9hl7q0RwjLejFaKokhYEVyUVAF5+RqcyhRCuc2JvJiv/sxfvAA8mPpOA3lDzaWALysdQnZtoITTOh4AIL7LPFnLqQDZtE+QBkRBCiOqrdkvF/v37KSy035zOnj1bFrlrIpL3Z2GzqZh89PgEeuBZfrN/UUuFzWpzDNB0SVLhX/l5hBB1d2DzWUqLysg8XUDmqdr9Lb64+5OiKITF2SfayK6ke6QQonasZTZO7M3k6M40mQhBNGvVbqno0aMH06ZNY+DAgaiqyuuvv463t3el+86cOdNlAYq62bvBPsVvh37hKIpyyZaK4nwLqmofE2HyqXpMRVWkpUKI+pNyLNfx36WVTLpQlZJCCzmpRQD4Bp2f7S0gwguA7JSiOkYohCiXuPokW74+CkBYK19ueqZ3rco5cziH7T8eZ8jtHfANNlV9gBANrNpJxcKFC5k1axbff/89iqLw448/otNVPFxRFEkqGgFVVdnx8wlO7M4EoMugKADHoOrCi56WlHeF8PQ1oNEodT6/d6ARRYHSojLys0oqXZVbCFFzBdmlFGSfT9ZLi2o+/uHQ1lSsZTaCorzxD/N0bA8It/938t5M8jKK5cZFCBc4deD8jGqpSXk1qlvbfkhiz/rTqEDxue/trd8nMXxq5/oIVYg6qXZS0aFDBxYvXgyARqNh9erVMii7Edu5MplfvzkGQFSHAMeNg3eA/eY+N63Yaf+azPxUHQYPHWGtfEk5lkfy3kxHUiOEqJvMixaWNBfVrKUiL7OYDZ8fAqDzwAgU5fxDhOAYHzQahdKiMj6e+St3/b2/PBAQog5Um0pKUh4ARk8dpUVlHNuVTo/hVS8yWZBdwvYfjmOzqU7b6/7YT4j6Ue0xFb169SI7OxuAWbNmXbLrk2gckvfan4xEtPFj2F0dHdvDW/uiaBRyUos4vC2VE3syObEnk1MH7f+2rhhPUS6um30GqJ0rk7GYK19wTwhRfWVmKyf3Oa8jUd3uT6qqcuZwNp/M/BWwTzHdvm+40z4+gR4M/5P9CahqU8k+K2MrhKiL3747hqXEilavoffYeACO7Uyv8rgys5Vv/rkTm00lJNaHEXefb5lQXNCbQIj6UKuB2n/7299koHYjV5xvbybtM66VUzOr0VNP+Lk1JFb8Zy/fv53I928nsnvtKaB6C99VV9ero/D0M5CbVkzy3kyXlStES2QxW/l45q8krjnptL20sOqkwmZT+fmDvXz9xk5sVvtTzyF3dMDDS19h33a9w4juGACc/zsihKg5c0kZiavt9bX32Hja9LL37jh7LJfENSdRVfWSx57cn+XoUXD1be1p3yecwbe1B5Apn0WjJQO1m6nym4HKBl33ubYVv313zHFzUU5v1NJpYKTLYvDw0hPTKZCDv6bYn3j2dFnRQrQ4acfznCY+8A/zJCe16LItFaqqsm/jGX77LsnRHzu8tR/9bmhNdIeASx5X/nejKF9uXoSoidz0Ig5tTaXMYqM4z0yZ2YZviImE0XEoikLXwVHsWX+ajV8cpsxspfs1Mej0FaeETkq0L0LZbWg04a38APtDQbCPVRSiMXL7QO1///vfvPbaa6SkpNC9e3feeust+vbte8n9lyxZwgsvvMDx48dp164dc+fOZezYsdU+X0tgs9ooLrDfDFy42nW5mM6BxJxbPbe+lQ/8lNlkhKib1HP9sgFCYn1o1T2Yrd8lXXag9vHdmaz75KDjdb/rWzu6YFyO57mkQloqhLBPjqA3ahw39ZeSuPokG5ccrrC95/AYx9ilq29tj06vYdeqk/z6zTH+WHOKic8k4Bt0vkdBXmYx+zefBaBNjxDHdqOX/Z5LkgrRWLl1oPbnn3/O448/zvz58+nXrx/z5s1j1KhRHDx4sNKyN2/ezG233cacOXMYN24cn376KePHj2fHjh107dq1TrE0JyWFZaACCnh4VfufuF4EhMsUlS2d5dw4AEtJGTabis2qYvCw/15mpxRiLrZiLilD0Sjo9BpMPnpa9Qx2c9QNR1VVp8HSl1I+jeyAG9vSc2QsB39LAS5/g3Fiz/luh1PnXuWY6rkqJl/7zZMkFUK1qeRnlZB1tpDU43mUFFhQbSqKRiEo2rPqApq47JRCvvjHNrz8jdz6Qt9KWxVKi8v4+o0djjVjvPyN+AZ7oDfqaN83jA79zo9dUhSF3te24sjvaRRkl1KUZ+b0wWx8B9iTCpvVxhcvbwPAL8REZHt/x7HnWyqkBbG5KswpJemPDHJSirCYrfZB+qqKh5cevYcO1aZiMVsJjPDCN9iEpdRK6rFcyspsqFYV27m6CfbeJzZdSYPGX6s7TpvN5pKT/9///R/33nsv06ZNA2D+/Pn88MMPfPTRRzz77LMV9n/zzTcZPXo0Tz31FAAvvfQSK1eu5O2332b+/Pkuiak5KF9cx+StR6Ot9rCZehEUZU8qMk8XUJhbWu2bGtG0pB7PY/faU3h46+nYP5zgaB/yMoo5fSiHnStO1Dip3PpdEv5dLv9UsDmwWW1888+dFOWZufm5Po5kq7L9Th/KASCi3bmuEKbLP7XMzyrh2M40AMb+uVuN6p7J0VIhNy8thaqqZJ0tpKzURlC0F9YylbQTeez95QxHd6Rd8riwge79jqlvW79LosxsIzetmL0bztB9WEyFfY7uSHMkFL2vjafvuFaXfVBgNOm4bVY/fvnsEAd/SyE3/fxsjNkpRY46PeiW9k7lGD3tdb4gu5ST+7IarMeBaDg/f7iHs0dyq96xmorNDTvZRrWTimXLljFmzBj0ej3Lli277L7XX399leWZzWZ+//13ZsyY4dim0WgYPnw4W7ZsqfSYLVu28PjjjzttGzVqFN98880lz1NaWkpp6fl+yHl59i4E372ZiJenT5VxNkWWEvtMSx7eeiwW994UePrrCY33Ie14PrvXnyRhTBzJe7PYueIkqu3Sg9RE06GqkH4i3/E6cfVJ2iSEcGxHOuXjEPVGLaHxPmi0CopGwVJixVxcRlC0NyYfPQYPLaoKZWYbacfzOHM4l5z9Rr5+bWeznukk7fj5z+3IjlTa9am89Tc1KQ9zcRlGTx0BkSYsFgtGb/sT0/yskgr1PC+jhC9e3o6tTMXkqyesjU+N/hYYTPYbxTOHc1jyyraaXpZopDy89ATHeKMoEBzjTWyXQBSNwsn92fz2TRJZZ+w3IAaTFptVpcx8/gGid6CRiLZ++AR6oGjg9+XJAGT8buLr5OZZTy/+23bwtxQ6Dwo/954Kqn3Q9G/f2qdv7zo4kl6jYygrq7p7kqIF/wh760ROapGjfqYczwHsMzVGdvB1qrfaC3ozL/vXLoZN6cDeX85wmfHeogm58PetXd9Q/EJMaDQKZWX2pFarVdAZtORnlpCVUoTBqEXR2KcCN/no7d+vikJRnhlFY78X3L25kSYV48ePJyUlhdDQUMaPH3/J/RRFwWqtevrQjIwMrFYrYWFhTtvDwsI4cOBApcekpKRUun9KSsolzzNnzhxmz55d8fynCil0zZIMjVYJuSxfvtzdYVDmpwNM/P7TCY4kHaIgyYC1pHk/3Wrpjv5unzJR52XDM9KCV6wFxZCDir1nnhYwAUXnfij/k6EDpQ3oUz2x5GlJT245s8yt/d8B9h3/Hb1XxTuE/CQ94IHiXcxPP/0IgM0K4E1JgYXvvv4RrfH8cbmHDdjK7C0T3p1zWLn65xrFUlaoAF5YSq1OiY9o+sqnGwcwhVvwjrWQvtUEKKBRUbRgLnb+DveOM+PfOZ9iMigGUCGol47MHSasxZpmX0+NQWWUZmpJP5HPsq9+xJyjJWevBzbL+URK0apkcIjlyw9epiRnxSn278bkoyksX34MVYXMnR6AngJrRoXvb3vycP5h6JpFB0BtfslcS2cKt1AcdJRiG1Ce11/4vMkHAuLPvywiFae+APbGbFRv0DbwMkPVTiou7PLkqu5PDWHGjBlOrRt5eXnExMQw5K52+Pv5uy+weqZoFCLa+qE3Vuz/2dBsVhufzd5OYXYpufvtv+EmHz2Dbmsni/g0FwqEtfIlNSmP/RtT0Bk0tOkVQqsetRsbUXBVMT9/8ws9evREp3X/73B92LvhLKf2Z5/foCrE+HSh1+iKi2Kt//QQuaTSuVcbeo+Nc2z/7Pdt5GeWkNC1P6pNJf1EAQXZpZw6Yh/kOXRyh0u2flQl66pC8jMbtj+uqD+qChknCygusM9IdGR7GsUpeopT7N0MozsFcM3UDmh1GlKT8uxjJqK8sJTa8PI3VOjOo6oqp6/K5rdN2+jRs/nWU43W/l36w7/3kHosj9bBV3DwcCo2i/MT4JF3dyGuW1CNys46U8iXO3dgydUSoe1K5ulCSlLtsz5dNboHcV0rlrdTl8y270/YX6gKRk8dg+9sL9+lzYSr791OdTnL4++6pKhqqfGYCpvNxsKFC1m6dCnHjx9HURRat27NxIkTueuuu6o14BAgODgYrVZLamqq0/bU1FTCw8MrPSY8PLxG+wMYjUaMxop9iVtdEUJQUM3+AIha0sP46T1JXHPSMfCz01WRxHWRz7+58enpSduel66P1eXtD6ZQK216hKLXN8+xFZ6+Hpzan41/mCddBkWy6csjZCQXVLheS6mVs4ftfWyDo32c3g+M9CI/s4TTB3JJXHXSaeXdwEgv2vcOr3RgaXWExfkTFlf1fqLpaJdw/r+9/I6wa2Wy43WvEXF4+9kHXsd3rd7jzej2gfxxpHnX03Jte4WSeiyPfRtSyEm1Pxf2DjBSkF1K+35htOkZVu37n3KhMX6ExPqQnpx/PlEA+t3QmjY9Ki+v77g2aDRafltm73LVcUAE7XrV/W+uaJ58A70a9Hw1SipUVeX6669n+fLldO/enW7duqGqKvv372fq1KksXbr0suMbLmQwGEhISGD16tWO7lQ2m43Vq1fz0EMPVXpM//79Wb16NdOnT3dsW7lyJf3796/JZQg38A/zZPBtHdwdhhCNRmRbf258shc+QR4UZNvHfZ3cn83il7YCKqpqn3knN63YkSwERTqvDRTZzp8TuzPZucJ+c+gb7EFct2A8fQx0GhCBztA8nx6Luus9Np7CnFKObE/F6KV3TAAgKte6RwibvjziSChC43yYNKNPncpUNAqj7u3K1u/tq27rPbREtPGny6DIyyYovcfGc8WwaIpyzfgGN3D/FiEuo0ZJxcKFC/nll19YvXo1Q4cOdXpvzZo1jB8/nkWLFjF58uRqlff4448zZcoUevfuTd++fZk3bx6FhYWO2aAmT55MVFQUc+bMAeDRRx9l8ODBvPHGG1x77bUsXryY7du38/7779fkMoQQolGIaOsP2AfQenjpKSm0kHm68v7p4a398A8zOW3rNCCCrd8lYbXYu6T2HdeKDldG1GvMonkwmnSMvLsL/a5vhUarqXWLVkvhG2wiOMabjJP2+tnl6iiXlOsXYmLEtC41Ps7gobvkbHFCuEuNfiM/++wznnvuuQoJBcCwYcN49tln+eSTT6qdVNxyyy2kp6czc+ZMUlJS6NGjBz/99JNjMHZycjIazfkBvQMGDODTTz/lr3/9K8899xzt2rXjm2++kTUqhBBNms6g5Za/9rHPvqOAYv8fUMDb3+hY7+ViJm8D4x7qTvLeTEJifWjXO6zS/YS4FL+Q5r/WhKv0GB7L+s8OEhbvS4e+0uVIiIspqlr9ycjCw8P56aef6NGjR6Xv79y5kzFjxlx2NiZ3y8vLw8/Pj4yMDBlTIUQjZbFYWL58OWPHjm32fbWFaKqkngrRuGVmZhIcHExubi6+vr71fr4azeuZlZVVYUrXC4WFhZGdnX3J94UQQgghhBDNT42SCqvVik536R5TWq22Wou+CCGEEEIIIZqPGs/+NHXq1EqnaAWcVq4WQgghhBBCtAw1SiqmTJlS5T7VHaQthBBCCCGEaB5qlFQsWLCgvuIQQgghhBBCNFE1GlMhhBBCCCGEEBeTpEIIIYQQQghRJy1uOcbyZTny8/NlXm0hGimLxUJRURF5eXlST4VopKSeCtG45efnA+fvfetbi0sqMjMzAWjVqpWbIxFCCCGEEKJ+ZWZm4ufnV+/naXFJRWBgIADJycku+4D79OnDtm3bmnVZri5PYnN/Wa4uz5Vl5eXlERMTw8mTJ122Cqir4msp/wauLq8xx+bq8lpKbI21nraUz9/V5TXm2FxdXkuJLTc3l9jYWMe9b31rcUmFRmMfRuLn5+eyP4JarbbZl+Xq8iQ295fl6vJcHRuAr69vo4uvJf0btJTYXF1eS4oNGl89bUmff0uJzdXltaTY4Py9b32Tgdou8OCDDzb7slxdnsTm/rJcXZ6rY3M1V8XXkv4NWkpsri6vJcXmaq6IryV9/i0lNleX15Jia0iK2lCjNxqJvLw8/Pz8yM3NdXkmKIRwDamnQjR+Uk+FaNwauo62uJYKo9HIrFmzMBqN7g5FCHEJUk+FaPykngrRuDV0HW1xLRVCCCGEEEII12pxLRWi5VAUhW+++cbdYQghLkHqqBCNm9RRUROSVIgmY+rUqYwfP97dYQghLkHqqBCNm9RRUZ8kqRBCCCGEEELUSbNLKiQLbxni4+OZN2+e07YePXrw4osvuiUeUTNST5s/qaNNm9TR5k/qaNPX2Opps0sqhBBCCCGEEA2rWScVP/30EwMHDsTf35+goCDGjRvH0aNHHe8fP34cRVFYunQpQ4cOxdPTk+7du7NlyxY3Ri1EyyL1VIjGTeqoEI1fY6inzTqpKCws5PHHH2f79u2sXr0ajUbDhAkTsNlsTvs9//zzPPnkk+zatYv27dtz2223UVZW5qaohWhZpJ4K0bhJHRWi8WsM9VTnklIaqYkTJzq9/uijjwgJCWHfvn107drVsf3JJ5/k2muvBWD27Nl06dKFI0eO0LFjxwaNV1SfRqPh4iVWLBaLm6IRdSH1tHmSOtp8SB1tnqSONi+NoZ4265aKw4cPc9ttt9G6dWt8fX2Jj48HIDk52Wm/K664wvHfERERAKSlpTVYnKLmQkJCOHv2rON1Xl4eSUlJboxI1JbU0+ZJ6mjzIXW0eZI62rw0hnrarFsqrrvuOuLi4vjggw+IjIzEZrPRtWtXzGaz0356vd7x34qiAFRoLhKNy7Bhw1i4cCHXXXcd/v7+zJw5E61W6+6wRC1IPW2epI42H1JHmyepo81LY6inzTapyMzM5ODBg3zwwQcMGjQIgI0bN7o5KlEXNpsNnc7+KztjxgySkpIYN24cfn5+vPTSS/KEpQmSetq8SB1tfqSONi9SR5unxlJPm21SERAQQFBQEO+//z4REREkJyfz7LPPujssUQdpaWm0bdsWAF9fXxYvXuz0/pQpU5xeX9xXVDQ+Uk+bF6mjzY/U0eZF6mjz1FjqabMbU1GehWs0GhYvXszvv/9O165deeyxx3jttdfcHZ6ohezsbL7//nvWrVvH8OHD3R2OcAGpp82L1NHmR+po8yJ1tHlqbPW02bVUXJiFDx8+nH379jm9f2HWHR8fXyEL9/f3l8y8kfnTn/7Etm3beOKJJ7jhhhvcHY5wAamnzYvU0eZH6mjzInW0eWps9bTZJBXZ2dls2rSJdevW8cADD7g7HOFCX3/9tbtDEC4i9bR5kjrafEgdbZ6kjjYvjbWeNpukQrJwIRo/qadCNG5SR4Vo/BprPVVUaZ8UQgghhBBC1EGzG6gthBBCCCGEaFiSVAghhBBCCCHqpEkmFb/88gvXXXcdkZGRKIrCN9984/R+amoqU6dOJTIyEk9PT0aPHs3hw4ed9jl69CgTJkwgJCQEX19fbr75ZlJTUyuc64cffqBfv36YTCYCAgIYP358PV6ZEM1HQ9TTdevWoShKpT/btm1riMsUoslqqO/SQ4cOccMNNxAcHIyvry8DBw5k7dq19X15QjQLDVVPd+zYwYgRI/D39ycoKIj77ruPgoKCGsXaJJOKwsJCunfvzr///e8K76mqyvjx4zl27BjffvstO3fuJC4ujuHDh1NYWOg4fuTIkSiKwpo1a9i0aRNms5nrrrvOaanyr776irvuuotp06aRmJjIpk2buP322xvsOoVoyhqing4YMICzZ886/dxzzz20atWK3r17N+j1CtHUNNR36bhx4ygrK2PNmjX8/vvvdO/enXHjxpGSktJg1ypEU9UQ9fTMmTMMHz6ctm3b8ttvv/HTTz+xd+9epk6dWrNg1SYOUL/++mvH64MHD6qAumfPHsc2q9WqhoSEqB988IGqqqr6888/qxqNRs3NzXXsk5OToyqKoq5cuVJVVVW1WCxqVFSU+uGHHzbMhQjRjNVXPb2Y2WxWQ0JC1L/97W/1cyFCNFP1VUfT09NVQP3ll18c++Tl5anAJeuxEKJy9VVP33vvPTU0NFS1Wq2Off744w8VUA8fPlzt+JpkS8XllJaWAuDh4eHYptFoMBqNbNy40bGPoigYjUbHPh4eHmg0Gsc+O3bs4PTp02g0Gnr27ElERARjxoxhz549DXg1QjRPrqqnF1u2bBmZmZlMmzatHqMXovlzVR0NCgqiQ4cOLFq0iMLCQsrKynjvvfcIDQ0lISGhAa9IiObHVfW0tLQUg8GARnM+LTCZTACX/L6tTLNLKjp27EhsbCwzZswgOzsbs9nM3LlzOXXqFGfPngXgyiuvxMvLi2eeeYaioiIKCwt58sknsVqtjn2OHTsGwIsvvshf//pXvv/+ewICAhgyZAhZWVluuz4hmgNX1dOL/ec//2HUqFFER0c35OUI0ey4qo4qisKqVavYuXMnPj4+eHh48H//93/89NNPBAQEuPMShWjyXFVPhw0bRkpKCq+99hpms5ns7GyeffZZgEt+31am2SUVer2epUuXcujQIQIDA/H09GTt2rWMGTPGkYGFhISwZMkSvvvuO7y9vfHz8yMnJ4devXo59invZ/b8888zceJEEhISWLBgAYqisGTJErddnxDNgavq6YVOnTrFzz//zN13393QlyNEs+OqOqqqKg8++CChoaFs2LCBrVu3Mn78eK677roa3awIISpyVT3t0qUL//3vf3njjTfw9PQkPDycVq1aERYWVun37aU0mxW1L5SQkMCuXbvIzc3FbDYTEhJCv379nAZujhw5kqNHj5KRkYFOp8Pf35/w8HBat24NQEREBACdO3d2HGM0GmndujXJyckNe0FCNEOuqKcXWrBgAUFBQVx//fUNeRlCNFuuqKNr1qzh+++/Jzs7G19fXwDeeecdVq5cyX//+1/H01AhRO246rv09ttv5/bbbyc1NRUvLy8UReH//u//Kv2+vZRm11JxIT8/P0JCQjh8+DDbt2+vdCnz4OBg/P39WbNmDWlpaY4bkoSEBIxGIwcPHnTsa7FYOH78OHFxcQ12DUI0d3Wpp+VUVWXBggVMnjwZvV7fUKEL0SLUpY4WFRUBVHjaqdFonGaIEkLUjSu+SwHCwsLw9vbm888/x8PDgxEjRlQ7hibZUlFQUMCRI0ccr5OSkti1axeBgYHExsayZMkSQkJCiI2NZffu3Tz66KOMHz+ekSNHOo5ZsGABnTp1IiQkhC1btvDoo4/y2GOP0aFDBwB8fX154IEHmDVrFjExMcTFxfHaa68BMGnSpIa9YCGaoIaop+XWrFlDUlIS99xzT4NdnxBNXUPU0f79+xMQEMCUKVOYOXMmJpOJDz74gKSkJK699toGv2YhmpqG+i59++23GTBgAN7e3qxcuZKnnnqKV155BX9//+oHW7tJrdxr7dq1KlDhZ8qUKaqqquqbb76pRkdHq3q9Xo2NjVX/+te/qqWlpU5lPPPMM2pYWJiq1+vVdu3aqW+88YZqs9mc9jGbzeoTTzyhhoaGqj4+Purw4cOdpu0SQlxaQ9VTVVXV2267TR0wYEBDXJYQzUZD1dFt27apI0eOVAMDA1UfHx/1yiuvVJcvX95QlylEk9ZQ9fSuu+5SAwMDVYPBoF5xxRXqokWLahyroqqqWtOsSQghhBBCCCHKNesxFUIIIYQQQoj6J0mFEEIIIYQQok4kqRBCCCGEEELUiSQVQgghhBBCiDqRpEIIIYQQQghRJ5JUCCGEEEIIIepEkgohhBBCCCFEnUhSIYQQQgghhKgTSSqEEELU2ZAhQ5g+fbq7wxBCCOEmklQIIYRoUOvWrUNRFHJyctwdihBCCBeRpEIIIYQQQghRJ5JUCCGEqJHCwkImT56Mt7c3ERERvPHGG07v/+9//6N37974+PgQHh7O7bffTlpaGgDHjx9n6NChAAQEBKAoClOnTgXAZrMxZ84cWrVqhclkonv37nz55ZcNem1CCCFqR5IKIYQQNfLUU0+xfv16vv32W1asWMG6devYsWOH432LxcJLL71EYmIi33zzDcePH3ckDjExMXz11VcAHDx4kLNnz/Lmm28CMGfOHBYtWsT8+fPZu3cvjz32GHfeeSfr169v8GsUQghRM4qqqqq7gxBCCNE0FBQUEBQUxMcff8ykSZMAyMrKIjo6mvvuu4958+ZVOGb79u306dOH/Px8vL29WbduHUOHDiU7Oxt/f38ASktLCQwMZNWqVfTv399x7D333ENRURGffvppQ1yeEEKIWtK5OwAhhBBNx9GjRzGbzfTr18+xLTAwkA4dOjhe//7777z44oskJiaSnZ2NzWYDIDk5mc6dO1da7pEjRygqKmLEiBFO281mMz179qyHKxFCCOFKklQIIYRwmcLCQkaNGsWoUaP45JNPCAkJITk5mVGjRmE2my95XEFBAQA//PADUVFRTu8ZjcZ6jVkIIUTdSVIhhBCi2tq0aYNer+e3334jNjYWgOzsbA4dOsTgwYM5cOAAmZmZvPLKK8TExAD27k8XMhgMAFitVse2zp07YzQaSU5OZvDgwQ10NUIIIVxFkgohhBDV5u3tzd13381TTz1FUFAQoaGhPP/882g09nk/YmNjMRgMvPXWWzzwwAPs2bOHl156yamMuLg4FEXh+++/Z+zYsZhMJnx8fHjyySd57LHHsNlsDBw4kNzcXDZt2oSvry9Tpkxxx+UKIYSoJpn9SQghRI289tprDBo0iOuuu47hw4czcOBAEhISAAgJCWHhwoUsWbKEzp0788orr/D66687HR8VFcXs2bN59tlnCQsL46GHHgLgpZde4oUXXmDOnDl06tSJ0aNH88MPP9CqVasGv0YhhBA1I7M/CSGEEEIIIepEWiqEEEIIIYQQdSJJhRBCCCGEEKJOJKkQQgghhBBC1IkkFUIIIYQQQog6kaRCCCGEEEIIUSeSVAghhBBCCCHqRJIKIYQQQgghRJ1IUiGEEEIIIYSoE0kqhBBCCCGEEHUiSYUQQgghhBCiTiSpEEIIIYQQQtSJJBVCCCGEEEKIOvl/zV6ZcfMxqg0AAAAASUVORK5CYII=", "text/plain": [ "
" ] @@ -463,16 +396,16 @@ " linestyle=\"--\",\n", " label=\"standard_precip\",\n", ")\n", - "climateind_spi.plot(\n", - " ax=ax[\"SPI\"], color=\"C2\", grid=True, linestyle=\":\", label=\"climate_indices\"\n", - ")\n", + "# climateind_spi.plot(\n", + "# ax=ax[\"SPI\"], color=\"C2\", grid=True, linestyle=\":\", label=\"climate_indices\"\n", + "# )\n", "\n", "ax[\"SPI\"].set_ylim(-3.5, 3.5),\n", "ax[\"SPI\"].set_title(\"Comparison\"),\n", "ax[\"SPI\"].set_ylabel(\"SPI\"),\n", "ax[\"SPI\"].legend(ncol=3)\n", "\n", - "(spi - climateind_spi).plot(ax=ax[\"DIFF\"], color=\"C3\", label=\"SPEI - climate_indices\")\n", + "# (spi - climateind_spi).plot(ax=ax[\"DIFF\"], color=\"C3\", label=\"SPEI - climate_indices\")\n", "(spi - standardp_spi.loc[:, \"rain_calculated_index\"]).plot(\n", " ax=ax[\"DIFF\"], color=\"C4\", label=\"SPEI - standard_precip\", grid=True\n", ")\n", @@ -493,7 +426,7 @@ "\n", "The standard_precip package does not explicitely support the Standardized Precipitaion Evaporation Index, as far as I can see. However, the SPI class in standard_precip could probably be used, even though the naming of `precip_cols` is not universal. In general, the standard_precip package needs much more keyword arguments while the SPEI package makes more use of all the nice logic already available in SciPy and Pandas.\n", "\n", - "The climate_indices package needs even much more code, imo too much. Why can't we keep it nice and simple?" + "The climate_indices package needs even more code." ] }, { @@ -516,7 +449,7 @@ " parse_dates=True,\n", ").squeeze()\n", "\n", - "sgi = si.sgi(head)\n", + "sgi = si.sgi(head, freq=\"ME\")\n", "sgi_pastas = ps.stats.sgi(head)" ] }, @@ -568,13 +501,13 @@ " \n", " \n", " 1981-07-30\n", - " 0.579132\n", - " 0.579132\n", + " 0.402250\n", + " 0.402250\n", " \n", " \n", " 1981-08-19\n", - " 0.154074\n", - " 0.154074\n", + " 0.102491\n", + " 0.102491\n", " \n", " \n", " 1981-09-02\n", @@ -588,8 +521,8 @@ " \n", " \n", " 2005-07-14\n", - " -0.237202\n", - " -0.237202\n", + " -0.130927\n", + " -0.130927\n", " \n", " \n", " 2005-07-28\n", @@ -598,13 +531,13 @@ " \n", " \n", " 2005-08-29\n", - " -0.791639\n", - " -0.791639\n", + " -0.723476\n", + " -0.723476\n", " \n", " \n", " 2005-09-14\n", - " -0.461494\n", - " -0.461494\n", + " -0.400363\n", + " -0.400363\n", " \n", " \n", " 2005-10-14\n", @@ -621,14 +554,14 @@ "date \n", "1981-07-03 1.101146 1.101146\n", "1981-07-17 0.776422 0.776422\n", - "1981-07-30 0.579132 0.579132\n", - "1981-08-19 0.154074 0.154074\n", + "1981-07-30 0.402250 0.402250\n", + "1981-08-19 0.102491 0.102491\n", "1981-09-02 -0.282216 -0.282216\n", "... ... ...\n", - "2005-07-14 -0.237202 -0.237202\n", + "2005-07-14 -0.130927 -0.130927\n", "2005-07-28 -0.346234 -0.346234\n", - "2005-08-29 -0.791639 -0.791639\n", - "2005-09-14 -0.461494 -0.461494\n", + "2005-08-29 -0.723476 -0.723476\n", + "2005-09-14 -0.400363 -0.400363\n", "2005-10-14 0.147987 0.147987\n", "\n", "[544 rows x 2 columns]" @@ -650,7 +583,7 @@ "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -699,7 +632,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.4" + "version": "3.10.12" }, "orig_nbformat": 4, "vscode": { From e34655e478d1917e57c79a4544ca58f943f6ced0 Mon Sep 17 00:00:00 2001 From: Martin Vonk Date: Tue, 12 Mar 2024 22:19:30 +0100 Subject: [PATCH 29/38] better distribution notebooks --- doc/examples/example02_distributions.ipynb | 592 ++++++++++++++++++--- 1 file changed, 517 insertions(+), 75 deletions(-) diff --git a/doc/examples/example02_distributions.ipynb b/doc/examples/example02_distributions.ipynb index c2022d7..4144dd7 100644 --- a/doc/examples/example02_distributions.ipynb +++ b/doc/examples/example02_distributions.ipynb @@ -19,6 +19,7 @@ "metadata": {}, "outputs": [], "source": [ + "from calendar import month_name\n", "import spei as si # si for standardized index\n", "import pandas as pd\n", "import scipy.stats as scs\n", @@ -38,7 +39,28 @@ "cell_type": "code", "execution_count": 2, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "fileurl = \"https://raw.githubusercontent.com/pastas/pastas/master/doc/examples/data\"\n", "rain = (\n", @@ -55,18 +77,19 @@ "# accumulate time series\n", "f = 30\n", "prec = rain.rolling(f\"{f}D\", min_periods=f).sum().dropna()\n", - "pe = (rain - evap).dropna().rolling(f\"{f}D\", min_periods=f).sum().dropna()" + "pe = (rain - evap).dropna().rolling(f\"{f}D\", min_periods=f).sum().dropna()\n", + "pe.plot(xlabel=\"\", ylabel=\"[mm]\", title=\"Precipitation Excess\", figsize=(7, 5))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Plot precipitation distributions\n", + "## Plot distributions\n", "\n", - "The internal plot.dist method can be used to plot the (cumulative) histogram and the scipy.stats distribution fit. The given distribution using a [maximum likelihood estimate](https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.rv_continuous.fit.html#scipy.stats.rv_continuous.fit) where a negative log-likelihood function is minimized. It is important to visually check if the (cumulative) density function is actually valid for the (cumulative) histogram of the monthly data of each time series.\n", + "The internal plot.dist method can be used to plot the (cumulative) histogram and the scipy.stats distribution fit. The given distribution using a [maximum likelihood estimate](https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.rv_continuous.fit.html#scipy.stats.rv_continuous.fit) where a negative log-likelihood function is minimized. It can be important to visually check if the (cumulative) density function is actually valid for the (cumulative) histogram of the data. Let's first try that for the pearson3 distribution. \n", "\n", - "Let's first try that for the gamma distribution." + "We'll reproduce some steps that are normally done internally. First we group the data per date (index) and year (columns). This way if we can easily group per given frequency on which we want to fit the distribution." ] }, { @@ -76,31 +99,389 @@ "outputs": [ { "data": { - "image/png": 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" + " 1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 ... \\\n", + "date ... \n", + "2000-01-01 NaN 53.4 61.4 73.4 36.1 18.9 60.2 112.2 19.7 58.3 ... \n", + "2000-01-02 NaN 56.1 61.7 75.4 42.9 20.9 65.0 124.6 23.7 56.5 ... \n", + "2000-01-03 NaN 73.2 66.9 76.5 56.5 23.1 66.6 126.8 29.5 53.3 ... \n", + "2000-01-04 NaN 78.4 59.8 83.8 61.8 27.3 70.1 127.3 29.8 47.9 ... \n", + "2000-01-05 NaN 72.6 66.9 79.8 63.1 27.7 66.4 125.0 36.8 45.3 ... \n", + "... ... ... ... ... ... ... ... ... ... ... ... \n", + "2000-12-27 55.9 81.3 73.9 62.9 13.4 77.3 70.4 16.3 82.5 75.8 ... \n", + "2000-12-28 55.0 72.7 74.0 43.3 13.6 70.0 72.7 16.1 83.3 76.2 ... \n", + "2000-12-29 51.9 66.7 73.9 35.8 13.4 70.2 74.6 16.1 83.1 77.1 ... \n", + "2000-12-30 52.3 64.3 73.7 35.4 13.8 63.5 89.6 19.3 73.9 77.6 ... \n", + "2000-12-31 52.8 59.5 73.8 35.7 14.1 60.2 110.1 19.9 59.2 78.0 ... \n", + "\n", + " 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 \n", + "date \n", + "2000-01-01 58.1 61.5 23.4 77.9 55.0 109.5 124.2 81.2 81.7 34.8 \n", + "2000-01-02 66.8 49.9 19.7 76.0 52.8 115.5 126.3 82.6 83.7 38.1 \n", + "2000-01-03 61.9 38.2 19.1 72.9 52.9 112.6 122.4 85.2 84.2 41.4 \n", + "2000-01-04 59.5 37.1 14.6 68.8 44.2 118.5 118.2 86.5 94.6 56.8 \n", + "2000-01-05 60.5 39.9 17.3 60.9 41.4 125.3 118.0 83.5 94.4 57.5 \n", + "... ... ... ... ... ... ... ... ... ... ... \n", + "2000-12-27 76.1 30.8 65.0 59.3 99.8 107.7 56.4 79.6 84.2 NaN \n", + "2000-12-28 76.1 30.1 65.8 59.8 99.4 119.8 83.6 80.1 82.2 NaN \n", + "2000-12-29 76.6 29.8 58.9 59.7 100.5 122.1 84.6 81.1 79.7 NaN \n", + "2000-12-30 75.6 26.9 69.0 54.5 111.2 124.1 80.0 82.0 66.3 NaN \n", + "2000-12-31 62.5 24.0 77.4 54.5 114.2 124.0 79.9 81.9 36.9 NaN \n", + "\n", + "[366 rows x 37 columns]" ] }, + "execution_count": 3, "metadata": {}, - "output_type": "display_data" + "output_type": "execute_result" } ], "source": [ - "dist = scs.fisk\n", - "axs = si.plot.dist(prec, dist, cumulative=True)\n", - "plt.suptitle(\n", - " f\"Monthly Cumulative Histogram Precipitation With {dist.name} Fit\",\n", - " y=0.93,\n", - " fontsize=11,\n", - ")\n", - "[ax.set_xlabel(\"Acc. Precipitation [mm]\") for ax in axs[-1]];" + "dfval = si.utils.group_yearly_df(series=pe)\n", + "dfval" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Let's try and fit a Pearson3 distribution and plot the probability density instead of the cumulative probability." + "Lets fit the pearson3 distribution" ] }, { @@ -110,9 +491,9 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] }, "metadata": {}, @@ -120,33 +501,43 @@ } ], "source": [ + "freq = \"ME\"\n", "dist = scs.pearson3\n", - "axs = si.plot.dist(prec, dist, cmap=\"viridis\", cumulative=False)\n", - "plt.suptitle(\n", - " f\"Monthly Cumulative Histogram Precipitation With {dist.name} fit\",\n", - " y=0.93,\n", - " fontsize=11,\n", - ")\n", - "[ax.set_xlabel(\"Acc. Precipitation [mm]\") for ax in axs[-1]];" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "As can be seen for both distributions they do not fit perfectly on the observed precipitation amounts. Not finding the appropriate distribution is one of the big uncertainties of this standardized index method. However not a perfect fit does not mean these distributions are not fit-for-purpose." + "\n", + "f, axl = plt.subplots(4, 3, figsize=(6, 8), sharey=True, sharex=True)\n", + "axsr = axl.ravel()\n", + "for date, grval in dfval.groupby(pd.Grouper(freq=freq)):\n", + " data = si.utils.get_data_series(grval).sort_values()\n", + " fd = si.dist.FittedDist(data=data, dist=dist)\n", + " cdf = fd.cdf()\n", + " p_value = fd.ks_test()\n", + " axsr[date.month - 1].plot(\n", + " data.values, cdf.values, color=\"C0\", linewidth=1, label=f\"KS {p_value=:0.2f}\"\n", + " )\n", + " axsr[date.month - 1].hist(\n", + " data.values,\n", + " alpha=0.5,\n", + " density=True,\n", + " cumulative=True,\n", + " bins=20,\n", + " color=\"C1\",\n", + " )\n", + " axsr[date.month - 1].set_title(month_name[date.month])\n", + " axsr[date.month - 1].grid(True)\n", + " axsr[date.month - 1].legend(loc=2, fontsize=6)\n", + "\n", + "[ax.set_ylabel(\"Cumulative\\nProbability [-]\") for ax in axl[:, 0]]\n", + "[ax.set_xlabel(\"PE [mm/d]\") for ax in axl[-1, :]]\n", + "f.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Plot precipitation-excess distributions\n", + "The blue plotted line is the fitted pearson3 distribution and the orange fill is the cumulative histogram. For the fitted distributions seem to describe the precipitation excess values pretty well. The legend shows the p_value of the two-sided Kolmogorov-Smirnov test for goodness of fit. The null hypothesis two-sided test is that the two distributions are identical, the alternative is that they are not identical. Say we choose a confidence level of 95%; that is, we will reject the null hypothesis in favor of the alternative if the p-value is less than 0.05. For e.g. march the p-value is lower than our threshold of 0.05, so we reject the null hypothesis in favor of the default “two-sided” alternative: the data are not distributed according to the fitted pearson3 distribution. But not finding the appropriate distribution is one of the big uncertainties of the standardized index method. However, not a perfect fit does not mean this distribution is not fit-for-purpose of calculating a drought index. That is up to the modeller to decide. \n", "\n", - "Let's plot the three most comonly used distributions for the SPEI:\n", - "- fisk (log-logistic)\n", - "- lognorm (lognormal)\n", - "- pearson3 (Pearson III)" + "We could try to fit another distribution, e.g. Fisk. Let's plot the probability density function instead of the cdf to get more insight." ] }, { @@ -156,9 +547,9 @@ "outputs": [ { "data": { - "image/png": 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NkL799luNccrlcik9PV1q3769NGDAAOX2NWvWSIAUGRmpkv717deuXZMA6eDBg8o0J06cUHnuR48elQDpwIEDKufq16+f1KBBA41xZRk6dKgEZPtXvXp1ZdrXX/Nvv/1WsrW1zfH8ml6brOf0+vvcuHFjqW7dusrHDRo0kNq0aaOS5quvvpIAac2aNcptZcuWlezs7KSEhIRs41AoFFJ6ero0b948ydnZWbk9Ky+/9957ym0ZGRmSk5OTZG5uLkVFRSm3T5w4UbKxscnx+Wa9RufOnZPS09OlqKgoad68eRIgTZ06VZKk/97jhQsXqhw7c+ZMydraWoqIiFBuS0lJkdzd3aVJkyZJkiRJMTExkpmZmTR69OhsY3g9D2U9x+bNm6ukmzFjhmRmZia9ePEix+O2bduW43POyMiQQkJC1PKgps+Ppu2FeR/LTtmyZTXmb09PT5V0O3bskABp165dUocOHaQKFSqo5KsmTZpI1apVU7mvvSovn8XIyEiV5/a63PZnZ9OmTRIg3bp1S5IkSerSpYs0efJkSZIkqWvXrsr8t3nzZgmQbt68qTz29c9pTu+dubm59Pz5c+W2rHzz9OnTbGPL+lwMHjxYZfvgwYOlMmXKSHK5XJIkSRoyZIhUvnx5KTk5WZnm+fPnkoWFhbRixQqN587IyJCSkpIkCwsL6eeff1Zuz7q3nTt3TiV9586dpV69emUb6/LlyyWZTCb9888/ym3R0dGSubm5NGHCBOW2smXLSq6urlJKSopy26xZsyRDQ0Pl88kybdo0ZZ5zdHSUzpw5k+31s4wePVrl/pulIJ8ff39/CZBOnjypTBMfHy9ZW1tLZcuWzTWW17/f69SpoyyXZPn5558lQLp+/bokSZK0YsUKSV9fXwoKClKmCQoKkvT19dW+o18te+T2/mT33f/69rt370oymUyaP39+np7f559/nmOapUuXSq8X6wp6z9SkwB2oBgwYwF9//UVycjKbN29mwIABGtOdOnWK7t27Y2hoqNzWvn17bGxsOH36tEra9u3bqzyuVq0aISEheYpHT08PHx8f5eOsEV85HT9ixAjCwsKUTTnXr1/n8uXLjBgxItfrZVUxFxY9PT3atm2rfFypUiUAleekr6+Pp6en2i/IgggJCWHo0KGUKVMGAwMDDA0NOXjwYJ46Ob+uVq1aVKtWjc2bNyu3bd68mYoVKyr7yB08eBBbW1vatGmjUnuS1YT7ei3N6zw9PQkMDFT7y20kXt26dXnx4gXDhg3j0KFDagN4snPq1Ckgs9r+Vf369ePKlSskJiYil8u5cuUK3bp1U0nTvXt3jeds1aoV5ubmKttSUlKYNWsWFSpUwNjYGENDQ6ZNm0ZYWJjKL0xAZaScvr4+5cuXx8vLS2VARKVKlYiJiVE7VpNGjRphaGiIvb09s2bNYsyYMcycOVMlTefOnVUeHzx4kNatW2Nra6t8D/X19WnZsqWymf/s2bMkJSXl6XP0up49e6o87tOnD0lJSWpNbXmxb98+mjRpgrW1NQYGBso+SAXJ44V5H8uu9hAya/5ez+O7du1SSdOzZ0+GDBlCv379OHToEOvWrVPmq6SkJM6dO8fQoUOz7U+el8+inZ0dZcuWZerUqfzxxx9q99Hc9mcnq8YwICAASZI4c+YMTZo0ATJrUbKaqwMCAihVqlSB+5J6eXmp9NvKOk9e4tSUB0NDQ5XHHjx4kG7dumFgYKB87UqVKkWdOnVURhafO3dO2RfQwMAAMzMzEhIS1PKfnZ0d3t7eKtvq1q3L3r17mT17NoGBgWqzkpw6dYoaNWqoDJ6wtbWlXbt2avmxZcuWKn0iq1WrRnp6ukqLAMBHH31EYGAgu3fvplGjRnTq1InLly/n+FqFhYXlqX9cXj4/gYGB2NjY0Lx5c2UaCwsLle9FUG9p0iQhIYGrV6+qNZX369cPQOWaNWvWVGny9vDwoHbt2jk+n9zen7w6evQokiTl6V5pb2+v0qVGGwpcYPT19cXQ0JCZM2cSFBSUbTPcy5cvcXJyUtvu5OSkVjX/+ohJIyMjtf4G2TE1NcXIyChfx3t4eNCuXTt+//13ILOvW7ly5XLsWFqmTBkAleadwvB6/Fn/v8lrkh2FQkG3bt04ffo0c+fO5dixYwQGBtKxY8cCn3vAgAHs2LGDtLQ0MjIy2L59u8qPiKioKF68eIGhoaHK38iRI5XNIDkxMTGhfv36an+5jR5t06YN69ev59atW/j6+mJvb8+QIUPU8t7rXr58iaGhIba2tirbnZyckCSJmJgYIiMjycjIULthOjo6ajynps/B5MmT+fbbbxk1ahR79+4lMDBQ2QT7+nuhKS9o2qbpWE3WrVtHYGAgd+/eJTExkZUrV2JiYpJjzFFRUezatUvtfVy/fr3yh0xWN5DXm7fz4vXXLuv6+b1RBgYG0q1bN1xcXFi/fj1nz57l3LlzQN5em9cV1n0sODhY5XXz9PRUSevg4KCWxzVNKTVw4EBl81fjxo1V4lQoFDm+9nn5LMpkMg4ePEjVqlX5+OOPcXNzo379+srZMXLbnx1XV1fc3d0JCAhQ9lnMKjA2adKEwMBA0tPTCQgIoEmTJgX+Yf4mn4vc8mBUVBTLli1Te/1OnTql/Aw8efKE9u3bI5fL+fnnnwkICCAwMBBHR0e1GDTlq2nTpjF58mT++OMPGjZsSOnSpZkzZ46yKf9N86Om18LFxYX69evTtWtXdu7cSfny5dV+QL4uJSUlTwN08hJvdoXP19+P1193TWJiYpAkSe2aWVPg5fear8vt/cmr6OhoDAwMcr0egLGxsdqUVMUt36OksxgaGtK7d2+WLFlC27ZtNWYGyPzV8/ovGYCIiAi1L2NtGDVqFAMHDiQ0NBQ/Pz/+97//5XiTcnV1xdPTkwMHDvD111/neO6sL9/XOw6/fPmy0GooNXVMfvnyZY7HPHjwgCtXrrBr1y6V2rA3yYz9+/dnxowZ7N+/H2NjYyIjI1UKjLa2tjg4OLB3716Nx+flA1NQgwYNYtCgQURFRfHXX3/x2WefYWhoqPyhoImtrS3p6em8fPmSUqVKKbdHREQgk8mwsbHBxMQEAwMDtX55mvI7aK6V3rZtGx9++CGTJ09WbvP398/vUyyQqlWrKmuAs/N6zLa2tnTo0EFjH8usL46sQvyzZ8/yPbLw9dcuIiICIO99bP61c+dOrK2t2bp1q7IPbdaAm4IorPuYi4uLSi1UQUbDJiYm8vHHH1O7dm0uXrzImjVrlAPUbGxs0NPTy3Eu2Lx+FitVqsS2bdtIT0/nzJkzfPnll3Tt2pXQ0FAsLCxy3Z+dZs2aERAQQEBAABUrVsTe3h7IHCCQnp7OqVOnuHbtmlrtfnHJLQ/a2trSuXNnPvroI7VjLS0tgcx+3wkJCezYsUNZYMvIyND4Q1XTfcHY2JjZs2cze/ZsHjx4wOrVq5k9ezbly5dn8ODB2NracvfuXbXjCut7VU9Pjzp16qjVVr7O1tY2TwMm8vL5cXZ21tjH+fXj8jI/pI2NDTKZTO3Y2NhYUlNTVa559epVjdfMei81ye39ySs7OzsyMjJ4/vx5rt+BMTExVK9ePc/nLgpvNKfHyJEj6dq1K+PHj882TbNmzdi1a5dK1fGhQ4eIiYnJtkNzdoyMjFQ6FReG7t27U6pUKQYOHKhsuszNhAkTuHjxIn/88YfaPoVCoWzizvqyvH37tnJ/VFRUrtX8+eHq6srdu3dVftnkNq1PVsHw1RrNx48fq4xefHV/Xn6VV6hQgQYNGrBp0yY2bdqEl5cXVapUUe738fEhMjISIyMjjTWFr9cOFwV7e3tGjBhBu3btVN4TQ0NDteeYlTe3bdumsn3btm3UqVMHc3Nz5cjiv/76SyXN602IOUlOTlZ57nK5XKVpX9f4+Pjwzz//KAubr/7VrFkTyGxaNDMzU5uIOS9eH1i1fft2zMzMlOd+XXZ5NDk5GUNDQ5Uv49enDsk6Pi/5u7DuY6/n/+yeV04mTpzIy5cv2bdvH+PHj+fTTz9VtniYm5vTuHFj1q1bl203j/x+Fg0NDWnZsiVTpkwhLi5OrTCa2/7XNWvWjAcPHrBr1y5l7SKAmZkZtWvXZsmSJcjlcpUR0poURmuLJpryoIuLi/J+7uPjw82bN6lTp47aa1e5cmUgM//JZDKVGrCtW7cWaLR8hQoVmD9/Pra2tsr7VrNmzbhx44ZKofHly5ccPnw439+rmmRkZHD+/HnKly+fY7rKlSsrZ1bISV4+Pw0aNCAmJkalljohIYEjR46onOv111wTCwsLvLy82L59u8r2rEngX73m9evXVZ5DcHAw165dy/U5ZdH0/uT1u7NNmzYaJ61/nUKh4MmTJ8r89Sby873+ugLXMELm7O65fTlOmzaNJk2a0KVLFz755BMiIiKYMmUKDRs2pFOnTvm6XtWqVcnIyGD58uU0adIEKyurN34BDQ0NGTp0KN9++y2+vr64ubnleszYsWM5deoUI0aMICAggO7du2NhYcGdO3dYtWoVHh4edOjQAVdXV7y9vZkzZ46yH9WiRYuwtrZ+o5hf1adPH37//Xc++eQTevTowZkzZ9Q+JK+rUqUKrq6uTJkyBblcTkJCArNmzVI2t2fJ6h+zYsUKevTokeMXN2Q2S8+YMQMDAwOmTZumsq9du3Z07dqVDh068MUXX1CrVi0SExO5desWDx48yPMo0vyaNWsW0dHRtGrVCkdHR27cuMH+/fuZMGGCyvP866+/aN68Oebm5lSuXJlatWrRq1cvJkyYQHJysnKC9jNnzqgUEKdPn0737t0ZNWoUffv25cqVK8ofEnmZY7Fdu3b8+uuvVKtWDXt7e3766adC/1FUmCZMmICfnx8tW7Zk/PjxuLu7ExkZyfnz53FxceGzzz7D2tqaWbNmMXnyZBQKBd27d0ehUHDs2DEGDBiQY63mw4cPGT58OP379+fy5cssWLCAzz77TKWW91WlS5fGxsaGTZs2Ua5cOYyNjalVqxbt2rVj2bJlfPLJJ/Ts2ZOzZ8+yfv16teOrVq3KH3/8wd9//42zszMuLi4am3ML8z6Wk4iICGXT+auqV6+OpaUl+/fv5+eff2bz5s04OzuzYMEC9u/fz7Bhwzhy5AgymYyFCxfSpk0bfHx8+OijjyhVqhSXL19WTmWSl8/i9evXmThxIv369cPT05PY2FgWLFiAh4cHnp6eue7PSVZBcO/evSqjjyHzx8aKFSswMjKiQYMGOZ4nr+9dfh09epRJkybRrl07Dh06xPr161mxYoXy8zxnzhwaNGiAr68vo0ePxsnJifDwcE6cOEHz5s0ZMGAAbdq0AWD48OF8+OGH3Lp1i8WLF+d5ovoePXpQr1495Y/Tv//+m5cvX6qcd+nSpXTu3Jmvv/4aExMT5s2bh4GBgXKkbF798ssvXLhwAR8fH5ydnQkPD+fnn3/m7t27OU4vB5nv5dy5cwkJCcmxNSEvn5+OHTtSt25dBg4cyIIFC7CxseGbb77B0tKyQPPVzp49mx49eihbmO7evcuXX35J7969ld9jw4cPZ968eXTp0oU5c+YojytdunSO18zt/alUqRL6+vqsXr0aAwMDDAwMNN73KlWqxJgxY5g+fTovXrygbdu2JCUl4e/vz+zZs5XfyXfv3iUhIUGlf2dBZXfPzFOlTX5GyGQ3SvlVr4+SliRJOn78uNS4cWPJ2NhYsrW1lYYNGyZFR0cr92c3amf8+PEqo6PS09Oljz76SHJycpJkMplyFFN2cVlbW0uzZs1SPn59FFWWM2fOSIC0ZcuWHJ/bqxQKhbRmzRqpadOmkqWlpWRkZCRVqlRJ+vzzz6WwsDBlugcPHkitW7eWzM3NJU9PT2nTpk0aR0m/Hn92r4mmkYHffPON5ObmJpmbm0t9+/aVDh8+nOso6QsXLkgNGjSQTExMpIoVK0p//PGHNHToULURb7Nnz5ZcXV0lPT095XuR3ejp0NBQSU9PT5LJZNKTJ0/UXrPU1FRpzpw5UsWKFSUjIyPJwcFBat26tbRu3brsX2hJ0hhXdvteH4X2999/S23btpUcHBwkY2NjydPTU5o1a5aUnp6uPObUqVNS3bp1JVNTU5XXLSkpSfr000+l0qVLS0ZGRlKtWrWkP//8Uy2GlStXSm5ubpKJiYnUsmVL6eDBg8pRrFmyy3vh4eFSjx49JEtLS8nJyUmaPHmy9Ouvv+ZpVJumvJDde/Oq7Ebw5fU8YWFh0ogRIyRnZ2fJyMhIcnV1lfr06SMFBASopFu9erVUs2ZNycjISLKzs5O6dOkiPX78WOP5s57jmjVrpKFDh0qWlpaSjY2NNH78eJWRlZri2rlzp1S1alXJ2NhYApQjHhctWiS5urpKZmZmUrt27aR79+6pfQ5CQkKkTp06STY2NhKgvF9oem0L6z6WnexGSQPSqVOnpOjoaMnFxUXq37+/ynGBgYGSgYGBtHTpUuW2gIAAqXXr1pKZmZlkaWkpNWrUSDp8+LByf26fxYiICGnQoEFS+fLlJWNjY8nR0VHq3bu3dO/evTztz4lcLle+3jdu3FDZt3HjRgmQmjRponbcm7x3mmaOeF3W52LPnj1St27dJDMzM8nJyUn66quv1NLeu3dPeu+99yQ7OzvJ2NhY8vDwkIYMGaIyqnvdunVS+fLlJRMTE6lRo0bShQsX1O4D2d3bvvnmG6l+/fqStbW1ZG5uLtWtW1fauHGjSprg4GCpV69ekqWlpTKPZ43+zaLpvrNz506Vz8np06clX19fydHRUTIyMpLc3d2l3r17S1evXs32tcqSmpoq2dnZSb/88ovK9oJ8fiRJkp4+fSp16tRJMjExkZydnaUFCxZIw4YNk7y8vHKNRdNz3b59u1SrVi3JyMhIKl26tPTpp5+qjG6XJEm6efOm1KxZM8nIyEgqV66ctHr1aqlVq1ZSjx49lGle/47Oy/uzatUqqXz58pKBgYFy5LKme69cLpe++eYbqWLFipKhoaFUunRpqV+/flJsbKwyzeLFi6WyZctKCoUix9cgL6OkJSn7e2ZuZJJUTIvH6rCZM2fy008/ERoaWqwz7Atvp99//52RI0cSFBRU4Aln3zVZE8pu27YtT5MAC0Jhy5pwOTAwMNe+vcJ/Jk6cyJUrVzh69GihnzstLY1q1arRvHnzAnVxKYgXL15Qvnx5PvvsM2bNmlUs18xNgwYN6Nq1a66DkIraGzVJl3R3797l7t27/PDDD3z88ceisCjk24sXL5gzZw5t2rTB0tKSwMBA5s2bR/fu3UVhURCEt97nn39OhQoVuHbtWq7T0eTml19+QaFQULlyZV6+fMnKlSsJDg4u0n7dixYtwsnJCQ8PD8LCwvjuu++Qy+U6szb2yZMnefjwIf/73/+0Hcq7XWD88MMPOXfuHB06dGDq1KnaDkcogQwNDXn48CEbN24kJiYGBwcHBg8ezKJFi7QdmiAIQpFzdnZm7dq1ua7ilBcmJiYsXLhQOfK6du3a+Pv7F2mNr56eHl9//TWhoaEYGBjg7e3N0aNH8zSeoTjExcWxbt26PPd/LUqiSVoQBEEQBEHI0RtNqyMIgiAIgiC8/USBURAEQRAEQciRKDAKgiAIgiAIORIFRkEQBEEQBCFHosAoCIIgCIIg5EgUGAVBEARBEIQciQKjIAiCIAiCkCNRYBQEQRAEQRByJAqMgiAIgiAIQo5EgVEQBEEQBEHIkSgwCoIgCIIgCDkSBUZBEARBEAQhR6LAKAjCO2XYsGFYWFhoOwxBKNHWrl2LTCbj4sWL2g5FKCaiwPiOEh92oaTJyrOa/qZMmaLt8ASh0L2a50+fPq22X5Ik3NzckMlkdOnSRQsRCu8SA20HIAiCkB9z586lXLlyKttq1KihpWgEoeiZmJiwceNGmjVrprL9xIkThISEYGxsrKXIhHeJKDAKJVpiYiLm5ubaDkMoRh07dqR+/fpauXZGRgYKhQIjI6NiuZ7I3wJAp06d2LZtG99//z0GBv99bW/cuJF69eoRFRVVKNdRKBSkpaVhYmJSKOcT3i6iSVoA4Pr16wwbNozy5ctjYmJC6dKl+eCDD4iOjlZJN3v2bGQyGQ8ePGDYsGHY2NhgbW3N8OHDSUpKUqYLDg5GJpOxdu1atWvJZDJmz56tfPz48WM++ugjKleujKmpKXZ2dvTt25fg4GCV47KaZ06cOMFHH32Eo6Mjrq6uHDt2DJlMxs6dO9WutXHjRmQyGWfPnn2j10coGfbt20fz5s0xNzfH0tKSzp07c+vWLY1pHz16hK+vL+bm5ri4uDB37lwkSVLuz8rD3333HcuWLcPT0xNjY2P++ecfZV58PY8eP34cmUzG8ePHldtOnTpF3759cXd3x9jYGDc3Nz777DOSk5NVjs3qW/nw4UM6deqEpaUl77//PrNmzcLQ0JDIyEi15zB69GhsbGxISUkp+Ism6LwBAwYQHR3NoUOHlNvS0tLYvn07AwcOVEv/3Xff0aRJE+zs7DA1NaVevXps375dLZ1MJmPcuHH4+flRvXp1jI2N2b9/PwChoaGMGDECFxcXjI2NKVeuHGPHjiUtLU3lHKmpqUyYMAEHBwfMzc3p2bOnxrwqlHyihlEA4NChQzx69Ijhw4dTunRpbt26xS+//MKtW7c4d+4cMplMJf17771HuXLlWLBgAZcvX+a3337D0dGRRYsW5fvagYGBnDlzhv79++Pq6kpwcDArV66kVatW/PPPP5iZmamk/+ijj3BwcGDmzJkkJibSqlUr3Nzc8PPzo2fPnipp/fz88PT0pHHjxvl/UQSdFBsbq1ajYm9vz/r16xk6dCi+vr4sWrSIpKQkVq5cSbNmzbhy5QoeHh7K9HK5nA4dOtCoUSO++eYb9u/fz6xZs8jIyGDu3Lkq516zZg0pKSmMHj0aY2NjbG1t8xXvtm3bSEpKYuzYsdjZ2XHhwgV++OEHQkJC2LZtm0rajIwMfH19adasGd999x1mZmY0btyYuXPnsmXLFsaNG6dMm1Vg6N27t6gRest5eHjQuHFjNm3aRMeOHYHMH0exsbH079+f77//XiX98uXL6datG++//z5paWls3ryZvn37smfPHjp37qyS9ujRo2zdupVx48Zhb2+Ph4cHz549o2HDhsTExDB69GiqVKlCaGgo27dvJykpSaWG/ZNPPqFUqVLMmjWL4OBgli1bxrhx49iyZUvRvzBC8ZKEd9KaNWskQAoMDJQkSZKSkpLU0mzatEkCpJMnTyq3zZo1SwKkDz74QCVtz549JTs7O+XjoKAgCZDWrFmjdl5AmjVrlvKxpmufPXtWAqR169apxdysWTMpIyNDJf3UqVMlY2NjKSYmRrnt+fPnkoGBgcq1hJIr6/3X9BcfHy/Z2NhIo0aNUjkmPDxcsra2Vtk+dOhQCZA++eQT5TaFQiF17txZMjIykiIjIyVJ+i8PW1lZSc+fP9cYS1BQkMr2Y8eOSYB07Ngx5TZN+XvBggWSTCaTHj9+rBbXlClT1NI3btxY8vb2Vtm2Y8cOtWsJb5dX79M//vijZGlpqcxPffv2lVq3bi1JkiSVLVtW6ty5s/K41/NcWlqaVKNGDalNmzYq2wFJT09PunXrlsr2IUOGSHp6esrvh1cpFAqV2Hx8fJTbJEmSPvvsM0lfX1/lXiy8HUSTtACAqamp8v+UlBSioqJo1KgRAJcvX1ZLP2bMGJXHzZs3Jzo6mri4uDe6dnp6OtHR0VSoUAEbGxuN1x41ahT6+voq24YMGUJqaqpKs8uWLVvIyMhg0KBB+Y5J0F0rVqzg0KFDan8xMTEMGDCAqKgo5Z++vj7e3t4cO3ZM7Tyv1tZlNc2lpaVx+PBhlXS9e/fGwcGhwPG+mr8TExOJioqiSZMmSJLElStX1NKPHTtWbduQIUM4f/48Dx8+VG7z8/PDzc2Nli1bFjg2oeR47733SE5OZs+ePcTHx7Nnzx6NzdGgmudevnxJbGwszZs313g/bdmyJdWqVVM+VigU7Nq1i65du2rsK/x6a9Po0aNVtjVv3hy5XM7jx4/z/RwF3SYKjAIAL168YPz48Tg5OWFqaoqDg4NyJGpsbKxaend3d5XHpUqVAjJvTvmVnJzMzJkzcXNzw9jYGHt7exwcHIiJidF47ddHyAJUqVKFBg0a4Ofnp9zm5+dHo0aNqFChQr5jEnRXw4YN8fHxUfm7f/8+AG3atMHBwUHl7+DBgzx//lzlHHp6epQvX15lW6VKlQDU+iVqym/58eTJE4YNG4atrS0WFhY4ODgoC3mv528DAwNcXV3VztGvXz+MjY2V+Ts2NpY9e/bw/vvvq32BC28nBwcHfHx82LhxIzt27EAul9OnTx+Naffs2UOjRo0wMTHB1tYWBwcHVq5cmaf7aWRkJHFxcXmeeaAwvwsE3Sb6MApA5q/XM2fOMGnSJLy8vLCwsEChUNChQwcUCoVa+tdr+LJI/w4ayO5LTC6Xq2375JNPWLNmDZ9++imNGzfG2toamUxG//79NV771V/PrxoyZAjjx48nJCSE1NRUzp07x48//pjtcxbeHln5ZP369ZQuXVpt/6sjS/NLU37La/6Wy+W0a9eOFy9eMHnyZKpUqYK5uTmhoaEMGzZMLX8bGxujp6f+O75UqVJ06dIFPz8/Zs6cyfbt20lNTRW15++YgQMHMmrUKMLDw+nYsSM2NjZqaU6dOkW3bt1o0aIFP/30E87OzhgaGrJmzRo2btyolj67+2le5fZdILw9RIFR4OXLlxw5coQ5c+Ywc+ZM5fasWpuCyPqVGRMTo7JdUzPF9u3bGTp0KIsXL1ZuS0lJUTs2N/3792fChAls2rSJ5ORkDA0N6devX75jF0oeT09PABwdHfHx8ck1vUKh4NGjR8paRYB79+4BqAyOyU5e8/eNGze4d+8ef/zxB0OGDFFuf3W0a14NGTKE7t27ExgYiJ+fH3Xq1KF69er5Po9QcvXs2ZMPP/yQc+fOZTuo5M8//8TExIQDBw6ozM+4Zs2aPF3DwcEBKysrbt68WSgxC28P0SQtKH8hvv6LcNmyZQU+p5WVFfb29pw8eVJl+08//aTx+q9f+4cfftBYG5kTe3t7OnbsyIYNG/Dz86NDhw7Y29vnP3ihxPH19cXKyor58+eTnp6utl/TNB+v1j5LksSPP/6IoaEhbdu2zfV6WQXUV/O3XC7nl19+UUmn6bMlSRLLly/P9Rqv69ixI/b29ixatIgTJ06I2sV3kIWFBStXrmT27Nl07dpVYxp9fX1kMpnK/TM4OJhdu3bl6Rp6enr06NGDv//+W+NKYKLm8N0lahgFrKysaNGiBd988w3p6emUKVOGgwcPEhQU9EbnHTlyJAsXLmTkyJHUr1+fkydPKmtxXtWlSxfWr1+PtbU11apV4+zZsxw+fBg7O7t8X3PIkCHKfj1fffXVG8UvlBxWVlasXLmSwYMHU7duXfr374+DgwNPnjzB39+fpk2bqhQQTUxM2L9/P0OHDsXb25t9+/bh7+/Pl19+macBLtWrV6dRo0ZMnTqVFy9eYGtry+bNm8nIyFBJV6VKFTw9Pfn8888JDQ3FysqKP//8s0D9uwwNDenfvz8//vgj+vr6DBgwIN/nEEq+oUOH5ri/c+fOLFmyhA4dOjBw4ECeP3/OihUrqFChAtevX8/TNebPn8/Bgwdp2bIlo0ePpmrVqoSFhbFt2zZOnz6tsSlcePuJAuM7KutXYlYNyMaNG/nkk09YsWIFkiTRvn179u3bh4uLS4GvMXPmTCIjI9m+fTtbt26lY8eO7Nu3D0dHR5V0y5cvR19fHz8/P1JSUmjatCmHDx/G19c339fs2rUrpUqVQqFQ0K1btwLHLpQ8AwcOxMXFhYULF/Ltt9+SmppKmTJlaN68OcOHD1dJq6+vz/79+xk7diyTJk3C0tKSWbNmqXTJyI2fnx8ffvghCxcuxMbGhhEjRtC6dWvatWunTGNoaMjff//N//73PxYsWICJiQk9e/Zk3Lhx1K5dO9/PcciQIfz444+0bdsWZ2fnfB8vvP3atGnD77//zsKFC/n0008pV64cixYtIjg4OM8FxjJlynD+/HlmzJiBn58fcXFxlClTho4dO6rNiyu8O2SSqF9+J33//feMHz+eBw8eKJvX3gYZGRm4uLjQtWtXfv/9d22HIwiF6tq1a3h5ebFu3ToGDx6s7XAEQXiHiD6M76jAwEDMzc0pW7astkMpVLt27SIyMlJlgIEgvC1+/fVXLCws6NWrl7ZDEQThHSOapN8xf/75J8ePH8fPz4+RI0e+0XQjuuT8+fNcv36dr776ijp16ojJjIW3yt9//80///zDL7/8wrhx4zA3N9d2SIIgvGNEk/Q7ply5csTHx9OzZ0+WLVv21nzxDBs2jA0bNuDl5cXatWvzPOmsIJQEHh4eRERE4Ovry/r167G0tNR2SIIgvGNEgVEQBEEQBEHIkejDKAiCIAiCIORIFBgFQRAEQRCEHL0dIx60TJIk4uLiiI+Px9LSMtt1ZgUhryRJIj4+HhcXF41rCxcFhULBs2fPRB4WCoU28jCIfCwULm3lY10kCoyFID4+Xsx8LxSJp0+f4urqWizXevbsGW5ubsVyLeHdUZx5GEQ+FopGcedjXSQKjIXA0tKSp0+f4ubmxtOnT7GystJ2SEIJFxcXh5ubW7GOhs26lsjDQmHQRh4GkY+FwqWtfKyLRIGxEMhkMuWNycrKStykhEJTnE1qWdcSeVgoTMXdLCzysVAURPeGt3DQy8mTJ+natSsuLi7IZDJ27dqV6zHHjx+nbt26GBsbU6FCBdauXVvkcQqCIAiCIJQUb10NY2JiIrVr1+aDDz7I0/JZQUFBdO7cmTFjxuDn58eRI0cYOXIkzs7O+Pr6vnE8crmc9PT0Nz6PUHgMDQ3R19fXdhglisjHukfkY0EQitNbV2Ds2LEjHTt2zHP6VatWUa5cORYvXgxA1apVOX36NEuXLn3jAmNCQgIhISGIudF1i0wmw9XVFQsLC22HUiKIfKybRD4WBKE46USBMTExUWtL1J09exYfHx+Vbb6+vnz66advdF65XE5ISAhmZmY4ODiI/g86QpIkIiMjCQkJoWLFiqKGJhciH+smkY8FQShuOlFgdHJy4r333uODDz6gWbNmxXrt8PBwnJyc1OKJi4sjOTkZU1NTjcelpqaSmpqqfBwXF6eyPz09HUmScHBwyPYcgnY4ODgQHBxMenp6kXzRyjPkRD97gb6hAXbOpQr9/IUltzwMIh/rsqLOxyVFXvKxIAhvTicKjBs2bGDt2rW0adMGDw8PPvjgA4YMGYKLi4u2Q8vWggULmDNnTq7pRI2M7ims9+Tq8ZsE33xK6P0wIp9G8/xpFJFPo4mNikNSSPT+tDNjlgwrlGsVhbzmYRD5WBfl9J7cvxGS5/MkJ6USHR5LdEQcUeGxGBrpM2JKl8IIsVjkJx8LuuPe3bBs91Wq7FyMkQh5pRMFxh49etCjRw8iIyNZv349a9euZcaMGfj6+vLBBx/QrVs3DAyKJtTSpUsTERGhsi0iIgIrK6sca1SmTp3KhAkTlI+z5mrSJQYGBtSsWZPU1FRMTU0ZM2YMo0aNKrTzP3v2jEmTJuHn58fVq1d5/vw57du3L7Tz64J7lx4CmU2A4UHPeXT9McE3n/Do+hPCg55ne5y+gT5pKbo9SKQk5GEQ+biwyDPkhD99wZOHz3n6IIKQR8+JDIslMS5ZLe3749tjYmqkhSjzr6Tk43dRToVCTRLiU3j4MILAC494f3DTIopKKCidKDBmcXBwYMKECUyYMIEffviBSZMmsXfvXuzt7RkzZgxTpkzBzMysUK/ZuHFj9u7dq7Lt0KFDNG7cOMfjjI2NMTY2zte1sgofhaVSPc8c99vY2HDlyhUAnjx5Qo8ePZAkidGjRxfK9V1cXPDz8wPg6tWr3Lx5s8R90eb0nkiSxNO7z7h86DpXjtwgKvSFWhp7VzvKVnPF0d0eRzd7HNzssHUuhaWtOVUaVCzK0N9YQfIw5K/2KjcVa+a+coLIxwWTkpTG/Zsh3Lv+hMf3wgkNiiQ9Ta4xrYW1KXZO1tiXtqZSLTfk6XIoIT0QCpqPBe2LeZnInTthPHwQwYP7EUSExyr3dexUG1s7MaBLl+hUgTEiIoI//viDtWvX8vjxY/r06cOIESMICQlh0aJFnDt3joMHD+Z4joSEBB48eKB8HBQUxNWrV7G1tcXd3Z2pU6cSGhrKunXrABgzZgw//vgjX3zxBR988AFHjx5l69at+Pv7F+lzLW7u7u4sXryYzz77jNGjR5OYmMjHH3/MrVu3UCgULFy4kHbt2jF79mxCQkK4d+8eISEhzJ8/n/79+/Ps2TP69u1LQkICkiSxYcMGrKys6NOnD+fPn2fmzJmkpKRw+PBh5s+fz4QJEzh//jzW1tbEx8dTu3Zt7t27V2Q1xYVJniHnwr4rnNh6lqd3QpXbDY0N8KjuRrmaZSlX051yNd2xtBU3tOIk8nGmlKQ0UlPTSE/LIPheOPqyzHiSElK4fu4hV8/c5+61p8gzVAuIJmZGuHk64l7BCTdPR5xcbbF1ssLU7L8CV14K8YKQJb+1iDExSVw494Crlx8THByltt/Z2YZ6DcqRnqH5x42gPTrx7b1jxw7WrFnDgQMHqFatGh999BGDBg1SWZ+5SZMmVK1aNddzXbx4kdatWysfZzVVDB06lLVr1xIWFsaTJ0+U+8uVK4e/vz+fffYZy5cvx9XVld9++61Q5mDUNXXr1uXu3bsAzJs3jy5durB27VqioqJo1qwZt2/fBuDhw4ccOXKEJ0+e4OvrS//+/dm0aROtWrVi3rx5ZGRkkJaWxvPnmU2y+vr6zJ07l5s3b/Ldd98BcO7cObZu3cqoUaPYvn07PXv21PqXbG4UcgWB+6+w99cjytpEAyMDaraoSt22NanetArGJaSZ7m0m8rEqSZJ4dOcZAftvcPXMPZVaRLvS1lTxcsezWhncKzphX9oGPT3RH1UoXgqFxD+3Qjh98h43bzxFocicoksmg7Jl7alQqTQVKjpR3tMRCwsT0YdRR+nEnW/48OH079+fgIAAGjRooDGNi4sL06ZNy/VcrVq1ynG+OE2ruLRq1UrZ5PU2e/V1OXjwIHv27OHrr78GMqc2yurL2aVLFwwNDfH09CQmJgaABg0aMGTIEAwMDOjTpw81a9bM8VrDhg1j6NChjBo1ivXr17Ns2bIieU6F5fE/IWxasFNZo2hpa0Gbgc1o0r0BFjbamfJJ0Ezk4/+kp2Ww8fv9XAv4r2uFc1k76jStRO3GFXB2t9NidMK7TqGQuHwxiH3+1wgLi1Fu9/R0pGEjT2p5uWNtXbjdzISioxMFxrCwsFz7JpqamjJr1qxiiujtdPXqVapUqQKAQqHg77//pmzZsmrpNPUHatGiBQEBAezZs4cBAwYwf/58atWqle21ypcvj4GBAUePHiU2NjbHtNqkUCg49McJ9vx8CIVcgamlCb7DWtOib2NRm6ij3pV8nJKUlu2+tLR0oiPiSIhNJjToOQaG+tRrUZmmvjUpW6m0GNUuaF3Qo+ds2XSeJ48zm51NTY1o3KQCTZtXxtnFRrvBCQWiEwVGS0tLwsLCcHR0VNkeHR2No6Mjcrnoy/Cmnj59yueff864ceMAaN++Pd9//71yhZurV6/i5eWV7fGPHz/G1dWVDz/8kJiYGK5fv67y5WlpaUl8fLzKMcOGDWPQoEF88cUXhf+ECkFSfBI/jV/L7XP3AKjjU5P3Pu+GlZ2lliMTsvOu52NJkoiJTiAhNokMKQNk0MinOt6ta2JtK2rCBe1LS81gx5+BnDx+BwATE0N82tegVZuqmJmJwUklmU4UGLNrQk5NTcXI6O2p5cltVHNhi4mJwcvLi7S0NExNTRk7diwjRowAYMaMGYwfP55atWqRkZFB3bp12bBhQ7bnOn78ON9++y2GhobY2NiwadMmUlJSlPtbt27NwoULqVOnDvPmzaNTp0706dOHMWPGMHDgwCJ/rvkllytYOPgHbp+7h5GJIX0ndaNx1/qiZiYPintQhMjHmdJSM2sV09MzADAzM8ba1oK2veorB70IgjaFPH3B6t+OEx6WOdq5cZOKdOtZVzQ7vyW0epf5/vvvgcwJaH/77TeVNVHlcjknT55UNj0J+ZeRkZHtPnNzc3777Te17bNnz1Z5HBWV2ZwwdOhQhg4dqpb+4sWLANja2hIYGKiyLzAwkA4dOqjVHGtbeloGL8NjCLn7DEtbCz5aNgz3qmJkqK4S+RgSE1J48TwOSZLQ19fDztEKmb5EbGK01mIShFddu/qYNb+dJC0tA2trU4YMb07VamW0HZZQiLRaYFy6dCmQWcO4atUqleWtjIyM8PDwYNWqVdoKT3gDc+bMYe3atezatUvboZCS+F8NklyuIDw4AnmGnFKlbXh/eR/sy9hqMTpBl+lCPo59mUDsi0QATM2MsXOyQk9Pj9TUlFyOFITicezIP2zfeh5JgqrVXBg+oiUWlibaDksoZFotMAYFBQGZzUA7duygVCndXXdXyJ9Zs2bp3CAlSYKokGgy0uTo6esxaGZf7BxFnhOyp+18HBMdT1xMEgBWNubY2JkDotuEULxymmvxyKFb/LntAgDNW1bhvf7e6OvrFVdoQjHSiY4vx44d03YIwjvg5fNYUpPSkMlkWNpaYILoVyPorlcLi6XsLbEU/cAEHXPy+B1lYbFj59p06VZH9AN/i2mtwDhhwgS++uorzM3NVdYB1WTJkiXFFJXwtkqMSybhRQIANo7WpL1Ihuy7xgmCVsVE/VdYtHWwwsKqhKzTJ7wz/rkVypZN5wDw7VhLFBbfAVorMF65coX09HTl/9kRGVB4U/IMBS/DYwCwsrfE1NwY1JeFFgSdkBiXTOS/kxzb2FqIwqKgc8LDYvj9l+NIkoR3Y0+69agrvqvfAVorML7aDC2apIWi9CL8JQq5AiMTQ6ztrUhLS9V2SIKgUXpaBuEhL5AACytTrEqJuRUF3ZKWlsFvPx8jOTkNzwpODBzUVBQW3xGiZ+pbzMDAAC8vL+XfqVOnmDRpUrbp165dy+eff57jOWfPns2PP/4IQGxsLPXr1+f3339HLpfz0UcfUaNGDWrUqEGTJk1ISEgo1OdTEAmxiSTHp4AM7FxsEfe1kudtzccpSWkqf8lJqTx7HIVcrsDY2JBS9mICeUH37NpxkWfPYrC0NGHUmNYYGurnfpDwVtBaDWOvXr3ynHbHjh1FGMnby8bGhqtXr6psa968eaGcOykpic6dOzNo0CBGjBjBxo0biY+P58aNG8hkMu7du4ehoWGhXKugFAoFkU8z56mztLXA0FgnxngJ+fSu5OP4l0mkpqSjpyfDzsla1NoIOufe3XCOH70NwJDhzbES3SXeKVqrYbS2ts7zn1A4jh8/Tp8+fYDMbgA1a9akdu3a1K9fXy3tpk2b8PX1JSkpSW1fWloaPXv2pH379nz66acAhIeHU7r0f2vYVqpUSeNavsUpNjKO9JR09Az0sLa30mosQuF5G/NxenqGcq7FUvZWGIhaG0HHpKfL2eR3BoBmzStRvYZY7OBdo7UqlzVr1mjr0u+MrCXVAOrXr8+gQYOU+5YsWcKSJUto164dsbGxKsdt2LCBDRs2sGvXLkxN1X9BfvXVV/Tq1YuZM2cqt/Xp04dmzZpx7NgxfHx8GDZsmHKVnk6dOvHbb7/h4uJSBM9SdWLuLAqFRPSzlwDYOFihpydqa0qqdyEfv3wej4SEqZkx5mLCY0EHHT54k4jwWCwtTejRS/3HmfD2E210b7HXm/KOHz+u/L9p06ZMmTKF27dv07dvX2VN7r59+wgMDGT//v0av2QBWrRowdGjRwkJCcHVNfNXpru7O3fv3uXQoUMcOnQIb29vzpw5Q/Xq1dm7d2+RPcfsJLxMRCFXYGBkgLm1GDhQkr3t+TgpIYWUlDT0ZDJKOYh+i4LuiY1J4sC+6wD0ea8hZubabT0StENrBca6dety5MgRSpUqRZ06Oc/fdPny5WKM7N0wZcoUOnbsyJ49e2jUqBFnzmQ2NVSqVIn79+8THBxM1apVNR7brl07evbsSceOHTl16hQ2NjYAmJqa0q1bN7p164YkSezbt4/q1asX11NSkiSJuBfxAFjZWYqBLm+xkp6PJUkiJjpzUI1lKXMMDERTtKB79vpfIy0tg3LlHajfsLy2wxG0RGsFxu7duyv7BvXo0UNbYbyzHj58SO3atalduzanT59WLtPo6enJ7Nmz6du3L/7+/pQtW1bj8cOGDSMkJIQePXpw4MABbt26hYuLC6VLlyY9PZ07d+7QokWL4nxKSgkxSSgyFOgbGmAuVsd4q5X0fJwQl0xGhhx9fT2sbEReFXRPaMgLAk7dBaB7z/piMNY7TGsFxlfXZ9W1NYffBUuXLuXYsWPo6+vToEEDGjduzIMHDwCoXbs2q1atonv37hw8eBBHR0eN55g+fTpPnz5l6NChDB06lJEjR5Keno5cLqdDhw707dsXKPo+jK+Lf5lZY2NlZy5qF99yJTkfZ9aEZw50sba1EF/Egk7auP4MCoVEteplqFS5tLbDEbRIJkmSpO0gsly8eJHbtzOH7FerVo169eppOaK8i4uLw9ramtjYWKysrEhJSSEoKIhy5cphYiI6sRelVwe9pCSm8vxJFDI9GWUqOmsc7JKamsrjp48xzDBBn6JrAqxUz7PAx76en4qDpmuKfFx0IsNieBkVj4GBPs5l7ZCRvwJjamoKj588xkhmib6s8H77V6xZOKNftZGHtXndt1Hk8zgGD/iJjAwFk6Z0oVx5h2K5bqXKzsVynbwQ+ek/OjHoJSQkhAEDBhAQEKDsRxQTE0OTJk3YvHmzskN6SSVJEilJRbO6iImZsaiZeEX8v+tFm1ubiZHRhUySJFKT0wr9vMamRu9cHlYoJOL/XSvaqpR5vguLglAcdvwZSEaGggoVnYqtsCjoLp0oMGY1Ad2+fZvKlSsDcPfuXYYPH87IkSPZv3+/liN8MylJqXSzHFwk594dvx5Tc1HzA5CRISc5IbO20dLWQsvRvH1Sk9PoWWNaoZ935815mJi9W6MuE2KSlH0XxTQ6gi5KSEjBf/cVANr51tRyNIIu0ImlAU+cOMHKlSuVhUWAypUr88MPP3Dy5MkCnXPFihV4eHhgYmKCt7c3Fy5cyDH9smXLqFy5Mqampri5ufHZZ5+RkqI+v5+gu5JiM2tsjM2MMDTSid9CgqBGkiReRmWO4re0MXvnalcF3XTvbpjKn9+6AJKS0nB2thGTdAuAjtQwurm5kZ6errZdLpcXqIP5li1bmDBhAqtWrcLb25tly5bh6+vL3bt3NXZ837hxI1OmTGH16tU0adKEe/fuMWzYMGQyGUuWLCnQc3qViZkxu+PXv/F5sjt3cTt+/Dg//vgj27dvL5Lz79mzh4kTJ6JQKJg8eTIjR45U2Z+UlETv3r0JCgpCX1+fEcNH8NHYj0iITWLRsgWcOHscExMT6tWrx4ofVmBgoBPZvMQzNjVi5815RXJebdBWPk5JSiM1NR2ZTMadezcZ89GHpKam8v7AQXw5NbMGd9TokZwOOIWVZWafqU0bN1O+fMH7xApCfkiSxOl/R0a3aFVFdO8RAB0pMH777bd88sknrFixQrm818WLFxk/fjzfffddvs+3ZMkSRo0axfDhwwFYtWoV/v7+rF69milTpqilP3PmDE2bNmXgwIEAeHh4MGDAAM6fP/8Gz+o/MplMNBvnUUZGBhMmTODYsWNYW1tTr149evbsiZ2dnUq6KVOm0LJlSxISEqhXtx6tW7bBXGZJ88YtWPrDUgwNDRg+Yjh+G/0YOmSolp7N20Umk71zTccFlVM+js3qZ2thwmdDP+OPNeupVq0ardu2olvX7tSoUQOAxd8toVPHztp8GsI7KuhRJGHPYjA01KeBt5h3UciktSbpUqVKYWtri62tLcOHD+fq1at4e3tjbGyMsbEx3t7eXL58mQ8++CBf501LS+PSpUv4+Pgot+np6eHj48PZs2c1HtOkSRMuXbqkbLZ+9OgRe/fupVOnTgV/gjogODiYWrVq8d5771G1alWGDh1KRkaGWrqVK1eqLI82d+5cli5dSlxcHG3atKFu3bp4eXlx+PBhtWNnz57Njz/+qHxsb2+v/H/RokU0aNCAWrVq5bngf+HCBapXr06ZMmWwsLCgY8eOHDx4UCWNmZkZLVu2BMDCwoJKlSoR/OgxAD7tfDAyMkQmk1G3bl2ePXuWp+sKuqsk52O7Ug4Y6BnRzqc9e/7eS1JCCvGxyQDEJ8Ugz8igZs2a6Ovr07dPX/btK/5VkQThdVm1i/UalMNM/EgU/qW1GsZly5YVyXmjoqKQy+U4OTmpbHdycuLOnTsajxk4cCBRUVE0a9YMSZLIyMhgzJgxfPnll9leJzU1ldTU/0Y+x8XFFc4TKGQ3b95k9erV1K9fn4EDB7JhwwaGDRumkqZXr160bduWuXPnAvDnn3/i7++Pqakpf/31F5aWloSHh+Pr68u1a9fydN2DBw8SEhLChQsXUCgUtGvXjg4dOuDs7Ezbtm01HnPp0iWePXtGmTJllNvKlClDaGhottd5+vQpN27ewNO9IoByou6MjAy2bN3C0sVL8xTvu6ik5GEo+fnYxcWFZ89CSYxLQZIkjIwNCX0eotLlxsWlDKdO/9dne+qXU5g9exa+vh2YPWsO+vpiFRhNSlI+LglSUtK5FJg5AX7T5pW0HI2gS7RWYBw6VHeaCY8fP878+fP56aef8Pb25sGDB4wfP56vvvqKGTNmaDxmwYIFzJkzp5gjzb8KFSoom/n79+/P7t271b5onZyccHBw4ObNmxgZGWFubo6rqytpaWl88cUXnD59Gn19fe7evUtaWt6mVTl48CD+/v6cOnUKgPj4eO7du0eNGjVU1gV+E6mpqfTr14+5M+diYmiMTE+Gyb9N/1OnTaVhg4Y0bNCwUK71NiopeRjennycGJ9Zu2hhZQrPs083d85XlC5dmtTUVEaOHsGvv/3CmA/H5vt674KSlI9LghvXnpCeLsfB0ZLy5TVPdi+8m3SiD+OrUlJS1G7m+Zks097eHn19fSIiIlS2R0REULq05lnqZ8yYweDBg5Wd0mvWrEliYiKjR49m2rRp6Ompt9xPnTqVCRMmKB/HxcXh5uaW5ziLy6sjMGUyWbYjMt977z22bduGkZGRcmULPz8/EhMTuXLlCgYGBtjb26u9NwYGBigUCuXjrF/6CoWCWbNmqf0wiI6OzrFmxsXFRaVGMTQ0lIYN1Qt9kiQxZMgQOnXqRLtWvsS/SMDU0hSZDH7+5Wfu3r3Lju07cnpp3nklJQ9Dyc/Hz549o45XXdLSMpAhw8zCGGdnZ5UuE8+eheLinFnj6OycOXGxiYkJ7w98nx07RF7OTknKxyXBxX9rF+s3KC9G8AsqdKLAmJiYyOTJk9m6dSvR0dFq++VyeZ7PZWRkRL169Thy5IhyjWqFQsGRI0cYN26cxmOSkpLUCoVZzT/ZLYST1ddS192/f5/Lly9Tt25dtmzZQrt27TSm69WrFz4+PhgaGrJ7924g88br5OSEgYEBe/bs0fjelC1blmPHjgFw6NAhEhIyO/S3b9+eefPm0bdvX8zMzAgODqZUqVLY2dnlWDPTsGFDbt68SWhoKNbW1uzbt09jLe/UqVMxMzNj2rRpPLr+BAAzSxP27d/H2j/WcmDfATE6OhclJQ9DCc7Hz0KxtrLm4KEDfDxmPAAmZkbo6enh4uyCvr4+N27coFq1amzbvo2fflwJQFhYGM7OzigUCvz991C1atUCv3Zvu5KUj3VdUmIq/9zK/KFTv4EY7CKo0ol5GL/44guOHj3KypUrMTY25rfffmPOnDm4uLiwbt26fJ9vwoQJ/Prrr/zxxx/cvn2bsWPHkpiYqBw1PWTIEKZOnapM37VrV1auXMnmzZsJCgri0KFDzJgxg65du5b4fkM1atRg0aJFVK1aFT09PeVI8Nc5OTlhb2+PiYmJcmWd999/n1OnTlGzZk38/f1xd3dXO65Xr148fvxYmSZrNHOHDh3o2bMnjRo1okaNGgwaNChP81oaGBiwePFiWrdujZeXFxMnTlSes1OnTjx79oyQkBAWLVrEhQsX8KrtRZe+HTl97hQm5iZ8/sXnRL+Ipp1vO7wbe7Pom0UFfekEHVJS83GHju3xbtyA8f/7FGODzP61H3w4iGdhmTWLS5YsY+jwwdSsXZ327dorR0gP/2AYDRrWo0HDesjlCj7+SPOPXUEoTFeuPEYuV1DGtRTOLjbaDkfQMTqxlrS7uzvr1q2jVatWWFlZcfnyZSpUqMD69evZtGkTe/fmf+Tgjz/+yLfffkt4eDheXl58//33eHt7A9CqVSs8PDxYu3YtkDlAYt68eaxfv57Q0FAcHBzo2rUr8+bNUy5VmBtdXEs6ODiYPn36cPHiRa1cvzhEPXvBi2cvMbU0wcHVLvcDEGtJ5+eaIh+/mZSkzKbv1JR0IkJfoCeTUaacQ6E09Ym1pHXruiXdvbth/LDsALf/eUa3nvXo0LGW1mIRa0nrJp1os3vx4gXly2dWf1tZWfHixQsAmjVrxtixBevoPW7cuGyboI8fP67y2MDAgFmzZjFr1qwCXUvQnqzVXUwtTLUciSBkLzkxs1bS1Fys/S7opuTkNO7dDQegTt2yWo5G0EU6UWAsX748QUFBuLu7U6VKFbZu3UrDhg35+++/81zDJ6jz8PBQq5Xp2bMnQUFBKtvWr19PzZolb61QeYaclMTMwQmmFqIP09vqbcjHyYmZNY2m5iKfCrrp9q1Q5HIFjk5WODlZazscQQfpRIFx+PDhXLt2jZYtWzJlyhS6du3Kjz/+SHp6eqEszSf8Z+fOndoOodAkxmVOUWJobIi+QcnuayrkT0nKx+npGaSnZ46ONjHTzjKIgpCb69efAlCzlhhhLmimEwXGzz77TPm/j48Pt2/fVvZjrFVLe/0oCoMOdBF9K6Qkqg80iI+OB8Akn7WLkiSBBKJhMO9EPi645H9rwU1MDTVO0VVQ4i0RCotcruDWjRAAatZSHxQmCKAjBcbXeXh44OHhoe0w3oihYebydJGRkTg4FE4n93fZqys5ZElISEKBHH0jPY37NZEkiZcxL5EUEjLdmCRAp4l8/GZSU9OIj01ALmVgYGxCamruI6zzQpLgZUw0kgL09EU+Ft7MP7dCSUxMxczMCM8KYrJuQTOdKTAeOXKEpUuXcvv2bQCqVq3Kp59+qrImdEmir6+Pq6srISEhBAcHazucEi89LV3lsTxdTmxUPDKZjHSDlLxXF0ogKSSMJBNkoo4xVyIfv5m0lHRiojPndEyVW6D3ovDynKQAIz1zZDJRYBTezLmzDwCoXsMVffEDRMiGThQYf/rpJ8aPH0+fPn0YPz5zcttz587RqVMnli5dyscff6zlCAvGwsKCihUrkp6enntiIUdBt56oPL64+yKH15+gQt1yDPiyV57PIwNk6InCYj6IfFxwezYE8Nfa05R2s2XE1K6Fem49fT1RWBQKxZVLmQPIqlUvk0tK4V2mEwXG+fPns3TpUpVpcP73v//RtGlT5s+fX2ILjJBZQ1PSJ//WBa/Pl3jj+G0iH7+gec/GRTqXopBJ5OOCuXE2mKhn8Xg1qlyocyUKQmGJi0vm/r3M6XQqV3XRcjSCLtOJn6cxMTF06NBBbXv79u2JjY3VQkSCLlPIFTy4kvmLuGLdclqORhA0kySJO1cfA1CljpjXTtBNV688RpLA2dkGGxszbYcj6DCdKDB269ZN4zQZf/31F126dNFCRIIuC7n3jJTEVEzMjXGtJH4RC7op+G44cS+TMDQyoFxV3Vm5QhBedfli5o/vyiKPCrnQWhvJ999/r/y/WrVqzJs3j+PHj9O4cWMgsw9jQEAAEydO1FaIgo66fznzBufp5SFGiAo668rpewBUqFEGQ0PRHC3opiuX/60FryJ+fAs509pdbOnSpSqPS5UqxT///MM///yj3GZjY8Pq1auZPn16cYcn6LD7lx8BULFueS1HIgjZu/xvgbGKl2iOFnRTREQsoSEv0NOTUbFSaW2HI+g4rRUYX1/WSxDyQqFQ8PBqMAAV64kCo6Cb0lIzuHH+ISD6Lwq668qlYAAqVXHGVKxCJORC59rzJEkSq0oI2Xr2IJykuGSMzYxwqyyaUATddO/aE9JSM7C0NqO0m622wxEEjW78uxygl/hRI+SBzhQY161bR82aNTE1NcXU1JRatWqxfv16bYcl6JgH/9Yulq9VVqwfLeism4H/9rOtXkasjiPorJv/LgdYo6ZYP1rInU70xF6yZAkzZsxg3LhxNG3aFIDTp08zZswYoqKiVNaaFt5tQdczJ/AuX0v8Iha07/6/X7ivO380sy+2p5gIWciBXC7X2oT4sbFJpKWl4uBoTsVK9jx/HqeVODRJSSmcJTTzy9DQUMw3mwOdKDD+8MMPrFy5kiFDhii3devWjerVqzN79mxRYBSUgm9mFhjL1XTXciSCoJlcriDoThgAntVEtwlBs4SEBEJCQrTWBSslJZ0PP/LGwECP58/DSE+XayUOTYKCErVyXZlMhqurKxYWFlq5vq7TiQJjWFgYTZo0UdvepEkTwsLCtBCRoIviXyQQFfoCgLLVRROKoJtCgyJJTU7D1NwIl7L22g5H0EFyuZyQkBDMzMxwcHAotm4Lqalpyv9jY1MwMU7B3NwYaxvTYrl+XhkbF/8AHEmSiIyMJCQkhIoVK4qaRg10osBYoUIFtm7dypdffqmyfcuWLVSsWFFLUQm6JuhGZu1i6XKOmFnq1g1OELI8/CcUgHJVXMQ8oYJG6enpSJKEg4MDpqbFeS/7Lz8q5Kno6Rlibm6GsbFxMcaQOxMT7YzYdnBwIDg4mPT0dFFg1EAnCoxz5syhX79+nDx5UtmHMSAggCNHjrB161YtRyfoiiDRHC2UAA9vZRYYRf9FITfaGhAlKSAtLQMAYxNDrcSgi8QAtZzpxM/f3r17c+HCBezt7dm1axe7du3C3t6eCxcu0LNnT22HJ+gIZf/FGqLAKOgmSZJ4+M8zADyriQKjoJtS0zKoVt2Nnr3a06BBHZo0acTq1b8X6jWePXvGsGFDAbh27RqHDx8q1PMLxU/rNYzp6el8+OGHzJgxgw0bNmg7HEFHyTPkBN/KHJEqahgFXfU89CWJcckYGunjXsFJ2+EIJci9u4XXX79S5ZzXhU5NTcfS0oqDB45j72DJkydP6NevL5IkMWLEyEKJwcXFhbVr/wDg+vVr3Lp1Cx+fdoVybkE7tF7DaGhoyJ9//lno512xYgUeHh6YmJjg7e3NhQsXckwfExPDxx9/jLOzM8bGxlSqVIm9e/cWelxCwYQ9iiAtOQ0Tc2NKl3PUdjiCoFHW6Gj3CqUxMBR9oATdlJaa2RxtZJzZHO3u7s7ChYv45ZefAUhMTGTUqJE0bdqEJk0aceTIYQC+/vorxo4dg49PW6pWrazsMvbs2TNat25Fw4b1adCgHjdu3ODx42CaNm2MXC5n7ty5bNzoh7d3A/bv30ft2jWJjY0FID4+nqpVK5ORkVG8L4KQb1ovMAL06NGDXbt2Fdr5tmzZwoQJE5g1axaXL1+mdu3a+Pr68vz5c43p09LSaNeuHcHBwWzfvp27d+/y66+/UqaMaFLSFUE3M1ckKFvNTQwkEHTW43vhAJQV6/IKOiw1q/+i0X+NjF5edbh3L3P980WLFtKxYycCAs6we/ceJkz4TDn9z6NHj9i3bz/+/nuZM2cWAFu3bqFFixZcuHCRs2fP4+npqTyvvr4+M2fOZODA9zl/PpAOHTrSu3cf/vxzOwA7d+6gW7fuGBhovcFTyIVOvEMVK1Zk7ty5BAQEUK9ePczNzVX2/+9//8vX+ZYsWcKoUaMYPnw4AKtWrcLf35/Vq1czZcoUtfSrV6/mxYsXnDlzBkPDzF9cHh4eBXsyQpEIuv4YEM3Rgm4L/rfA6FFZFBgF3STPUCDPUABgaPRfLfir80EeOXKYffv2smjRAgASE5OIiIgAoGPHjhgaGlK+vKeylrB+/fqMGDECAwMDevbsRY0aNXKMYfDgwYwcOZIPPhjBxo0b+fbb7wr1OQpFQycKjL///js2NjZcunSJS5cuqeyTyWT5KjCmpaVx6dIlpk6dqtymp6eHj48PZ8+e1XjM7t27ady4MR9//DF//fUXDg4ODBw4kMmTJ2c7tD41NZXU1FTl47g43Zkl/2305HbmyFOP6q5ajuTtIfJw4UpLTSfscRQgahiLk8jH+ZNVuyiTydDT+29U8PXr16hcuTIACoWC7dt3ULas+opamqbgadasOUePHmPfvr0MHTqYOXPmUrNmzWxjKFeuPAYGBhw/foy4uNgc0wq6Qyfa9oKCgrL9e/ToUb7OFRUVhVwux8lJtcO5k5MT4eHhGo959OgR27dvRy6Xs3fvXmbMmMHixYv5+uuvs73OggULsLa2Vv65uYmJpItKSlIq4cGZ3QncqooCY2ERebhwPX3wHIVCwtrWnFL2ltoO550h8nH+ZPVffNXTp0+ZOnUKY8aMBaBtWx9++mmFcv+1a9dyPOfjx48pXbo0I0eOYsCA97l586bKfgsLSxIS4lW2DR48mOHDhzNgwMCCPhWhmGm9wHju3DmmTZvGpEmT2L9/v1ZiUCgUODo68ssvv1CvXj369evHtGnTWLVqVbbHTJ06ldjYWOXf06dPizHid8uj64+RFBKWthZYiy/iQiPycOEKFv0XtULk4/zJmn8xLi4Wb+8G1KlTm379+jJy5CiGDcvsxjV16pfExcXRoEE96tSpzbJlS3M856lTJ2nYsD6NGjXk0KGDyvNkadmyJVeuXKVRo4bs378PgJ49exET85J+/foXwbMUioJWm6S3b99Ov379MDU1xdDQkCVLlrBo0SI+//zzAp/T3t4efX19ZX+LLBEREZQurflG7uzsrLboeNWqVQkPDyctLQ0jI/VZ542NjXVudvy31YPLQQC4VXYRE6sWIpGHC5cY8KIdb0s+zm0qnEIhQeq/NYwvouMwMtZcBDA3N2flSvUKk+nTZ6g8DgnJnHN00KDBDBo0WC19QEBmNzBbW1sCAs6o7Lt06SLt2rXH0VHMelFSaLWGccGCBYwaNYrY2FhevnzJ119/zfz589/onEZGRtSrV48jR44otykUCo4cOULjxo01HtO0aVMePHiAQqFQbrt37x7Ozs4aC4tC8Xpw5d8CYxUxal3QXVkFRg9RYBR0VHqGAoVCQiYDQyPt1RfNm/c1o0ePUiuACrpNqwXGu3fv8vnnnytr9iZOnEh8fHy209/k1YQJE/j111/5448/uH37NmPHjiUxMVE5anrIkCEqg2LGjh3LixcvGD9+PPfu3cPf35/58+fz8ccfv1EcQuF4cCWzH6tbFRctRyIImsW+SORlVDwyPZmYsFvQWWmp6QAYGRmgzcaaadOmc+fOPWrVqqW9IIR802qTdFJSElZWVsrHRkZGmJiYkJCQ8EbV1P369SMyMpKZM2cSHh6Ol5cX+/fvVw6EefLkCXp6/5WV3dzcOHDgAJ999hm1atWiTJkyjB8/nsmTJxf8yQmFIj0tnaAbmUsCulUWNYyCbnp8L3PCbmc3O4xNRauEoJuy+i9m1xQtCDnReq757bffsLCwUD7OyMhg7dq12NvbK7fldx5GgHHjxjFu3DiN+44fP662rXHjxpw7dy7f1xEKx71LDzVuf3o3lIx0OaaWJti5lCrmqAQhbx7fz+wzLfovCrosTcOE3YKQV1rNNe7u7vz6668q20qXLs369euVj/M7D6Pwdnl6N7NTtRjwIuiypw8zu9G4VxAd+AXdJEkSaWlyILNJWhDyS6u5Jjg4WJuXF0qAp3eyCoyiOVrQTZIkEfIos8Do6ikKjIJuSk+XKwe8iHXOhYLQ+jyMgpCTp3cyV3gRI6QFXRUTnUBCbDJ6ejJcytrnfoAgaEHqawNeLCzM8PZuoPw7ffo0U6eqL52bZf36dUyZknO//q+//oqVK38CIDY2lqZNG7N27Rrkcjnjx39CvXp1qFevDq1atSQhIaHwnpxQLES9tKCzFHIFIf8OJhAjpAVdFfJvc3RpdzutTlUiCDlJTcnsv5i1frSNjQ3nzweqpGnWrFmhXCspKYmePXvQv/8Ahg0bzubNm4mPT+DixcvIZDLu37+HoaFhoVxLKD6ihlHQWRGPI0lPTcfIxBBHN1FzI+imp/82R7uVF83Rgu5S1jAaav5Rc/LkCQYMyFx15cSJ49SvX5eGDevTtKn6/MVbtmyha9fOJCUlqe1LS0ujX7+++Pj48MknmeMPIiLCcXJyUvZDr1ix0lsx2fq7RhQYBZ2VNeDFtZILevoiqwq6KeRhJCD6Lwq67dUmaYCYmBhlc/TYsWNU0n7//XIWLfqGCxcusnev6pK9mzZtxM9vPVu3bsfMzEztOgsXLqBMGVe+/HKaclvPnr3Yvn07TZs2Zvr0ady9e0e5r0ePbjx79qzQnqdQdET7iaCz/uu/KJqjBd2lrGEUBUZBR2VkyElPz1zJLLsm6ZMnTyj/b9SoCTNmTOfOnTv06tUba2trAA4ePMClS5fYvftvTE1NNV6rWbNmHD9+jJCQEFxdXYHMGVGuX7/BkSOHOXLkCC1aNOfYsRNUq1aNXbt2F8lzFgqfzlTbPHz4kOnTpzNgwADlSi/79u3j1q1bWo5M0Jb/ptQRA14E3RQXk0hsdAIyGZTxEN0mBN2U9u/60QYGeujp5T492aRJk1i16hcSEhJo2bIFoaGZP94rVKjIixfRPH4cnO2xbdq0Zdq06fTo0Y2YmBjldlNTU7p06crSpcsYMGAgBw7sz/Ycgm7SiQLjiRMnqFmzJufPn2fHjh3K0VPXrl1j1qxZWo5O0AaFQiFqGAWdF/IosznasUwpscKLoBNSUtLU/hISU4G8z7/46NFDatWqxeTJU6hatYpyCrzy5cuzZs0fvP/+QB4/fpzt8YMHD6FPn768915fUlNTuXLlCuHhmWutp6enc+/eXdzc3N/siQrFTicKjFOmTOHrr7/m0KFDGBn9d9Nt06aNWH3lHRX97CUpiakYGOrjXF6szSvopqwR0q5iwIugw9KzlgTMY4Hx+++/p25dLxo0qIezswuNGjVS7qtVqxbff/8j773XR9kaqMmUKVOpVKkiI0eO4PnzCHr27K4cSFOjRk169+4NiD6MJYlO9GG8ceMGGzduVNvu6OhIVFSUFiIStC2rOdqlQmn0DcQks4JuylrhRfRfFHRZ1pKAWf0XAUJCVAtpLVq0pEWLlgAsW7Zc7RyDBw9R/t+0aVO1KXkApk+fofL4xx9/Uv7v69tBY2yiD2PJoRMFRhsbG8LCwihXrpzK9itXrlCmjOi/9i5SNkeL/ouCDlOu8CJqGIUCkiSJlJT0QjtfamoaAMbGhshkMiQpc5UXEEsCCm9GJ3JP//79mTx5Mtu2bUMmk6FQKAgICODzzz9nyJAhuZ9AeOsolwQU/RcFHRUfm0R0RBwAruUdtByNUFKlpKTTtcN3hX7e7X/9DxMTI9LT5UgS6OnJMBDTkwlvQCdyz/z586lSpQpubm4kJCRQrVo1WrRoQZMmTZg+fbq2wxOKmSRJPL0rlgQUdNvDW5l51K60NWYWJlqORhA0S3u1/2LuA6QFIVs6UcNoZGTEr7/+yowZM7h58yYJCQnUqVOHihUrajs0QQtiI+NIeJmInr4eLp6ltR2OIGj04N8Co1jhRXgTJiaG/L3/80I736tN0vDqgJfi6Qt+8uQJVq5cyaZNm4vk/Hv27GHixIkoFAomT57MyJEj1dJcuHCB4cOHk5qaypAhQ5g5cyaQOX1fv379iImJwcfHh5UrVypXnxFypxMFxtOnT9OsWTPc3d1xdxdD7d91Wf0XS3s4YGQi1hsVdNPDm5n51NVTNEcLBSeTyTAtxCmZXi//pKVl9l98G9Y5z8jIYMKECRw7dgxra2vq1atHz549sbOzU0n38ccfs2nTJqpXr07Tpk3p2bMnNWvWZPLkycyePZsuXbrQp08f/P396dKli5aeTcmjE03Sbdq0oVy5cnz55Zf8888/2g5H0LInWRN2i+ZoQYc9uBUCiBpGQYdJrzVJv+Lx42AaNKjH++8PxMurFiNHjiAjI0PtFL/88jNz585RPp4/fx7ff7+cuLg4OnTwpXFjb7y9G3D06BG1Y7/++itWrvxvpLSr63990r/77juaNm1Cgwb1WLp0SZ6ezoULF6hevTplypTBwsKCjh07cvDgQZU0z549IyMjg1q1aqGvr0///v3Zs2cPkiRx5swZOnfuDMCgQYP4+++/83RdIZNOFBifPXvGxIkTOXHiBDVq1MDLy4tvv/2WkJAQbYcmaMF/I6TFgBdBNyUnphIalDnllxghLeiqDLkChUJCJgNDQ/Um6Vu3bjFhwkSuXr1Oeno6mzapT2/XvXsP/vprl/Lxrl076dWrN6ampmzbtp2zZ8/z119/M2XK5DzHdfjwIUJDQzh9OoBz5y5w4MABbt26RXR0NN7eDfDy8lL7k8vlPHv2TGXmlDJlyihXocmSXZro6GhsbW2VTdCajhVyphN11Pb29owbN45x48YRFBTExo0b+eOPP5g6dSotWrTg6NGj2g5RKEb/jZAWNYyC9t2/of7D9dHtZ0iShLWtOZY2ZlqIShByp5x/0VBfrakawNPTk3r16gHQt29f/P39VeZbBHBycsLe3oFbt25hZGSImZk5rq6upKWlMW3aVM6cOYO+vj737t0jLS0tT3EdPnyY/fv3ceZMAADx8fHcv3+f6tWrc/58ICYmYtUkXaQTBcZXlStXjilTplC7dm1mzJjBiRMncj9IeGvEv0wg5nksAGUqOms5GkHQLGtJwDLlRP9FQXel59J/8dUBHzKZLNsBIL1792bHjj8xMjKiV69eAGzevInExCTOnbuAgYEBrq4uagVGAwMDFAqF8nFqauYShQqFgmnTpjNo0GCV9NHR0XTq1EFjHJcuXcLFxUWlVjA0NJSGDRuqpNOUxsXFBTs7O168eIEkSchkMuV2Ie90okk6S0BAAB999BHOzs4MHDiQGjVq4O/vr+2whGIU8m//RUd3e0zFVCWCjhITdgslQXb9F7M8ePCAK1euALB9+3aaNGmiMV1Ws3RWczRAXFwcjo6OGBgYsHevP9HR0WrHubu7c/36dQCOHDlMQkICAD4+PqxZs4akpCQgsz9lbGwsdnZ2nD8fyNWrV9X+9PX1adiwITdv3iQ0NJSEhAT27duHr6+vyjVdXFzQ19fn+vXryOVyNm/eTNeuXZHJZDRq1EhZpvDz86Nr1675ej3fdTpRYJw6dSrlypWjTZs2PHnyhOXLlxMeHs769evp0EHzckK5WbFiBR4eHpiYmODt7c2FCxfydNzmzZuRyWT06NGjQNcV3oyyOVr0XxR0WGhQZg2jmLBb0GXp6TlPqVO9enUWL/4OL69a6Onp0a9ff43pnJycsLOzx9jYBFdXVwD69x9AQEAA9evXZf/+fbi5qc9w0r17D548eUz9+nXZt2+fcjRz+/a+dOvWjZYtm1OvXh2GDx9OSkpKrs/HwMCAxYsX07p1a7y8vJg4caLynJ06dVKuSf3jjz8yYMAAKlWqRIcOHahZsyYAixYtYtasWXh6elKqVCnlABghb3SiSfrkyZNMmjSJ9957D3t7+zc+35YtW5gwYQKrVq3C29ubZcuW4evry927d3F0zL5GIDg4mM8//5zmzZu/cQxCwTwRE3YLOk6eIefZ48zaFNEkLegqhUIiPT2zOdjQUPNXvZGRERs2+OXpfAcOqI5Gtre35+TJU2rpXl2T2tzcnH37Dij3fffdYuX/48d/yvjxn+bp2q/q1q0b3bp1U9u+d+9e5f+NGjXi1q1bamkqVqzIpUuX8n1NIZNO1DBmNUUXRmERYMmSJYwaNYrhw4dTrVo1Vq1ahZmZGatXr872GLlczvvvv8+cOXMoX758ocQh5J+oYRR0XUTIS+QZckzMjLBzstZ2OIKgUVb/RQMDPfT1xeTUwpvTWg3j7t276dixI4aGhuzevTvHtJp+TWQnLS2NS5cuMXXqVOU2PT09fHx8OHv2bLbHzZ07F0dHR0aMGMGpU+q/ml6Xmpqq7MALmf05hDeTnJBCVEhmzY2rKDAWOZGHCyar/2IZDwf09MQXsbaJfKyZcoR0Ns3RZct6EBCg+p343nt9efw4WGXb77+voUaNGkUSo1CyaK3A2KNHD8LDw3F0dMyxv6BMJkMul+f5vFFRUcjlcpycnFS2Ozk5cefOHY3HnD59mt9//52rV6/m+ToLFixgzpw5uScU8ixr/WhbZxssbMy1HM3bT+ThgskaIS36L+oGkY81S8vqv5hNc7QmW7duK6pwhLeA1pqkFQqFsj+hQqHI9i8/hcWCiI+PZ/Dgwfz666/5ahKfOnUqsbGxyr+nT58WYZTvhv+ao0X/xeIg8nDBhIgBLzqlJOdjSZKK7NxZTdLZjZAW1BXl+/E20ImctG7dOvr164exsbHK9rS0NDZv3syQIUOyOVKdvb09+vr6REREqGyPiIigdOnSaukfPnxIcHCwyvD6rHmjDAwMuHv3Lp6enmrHGRsbq8UrvJknt7MGvIjm6OIg8nD+SZKkHCEtBrzohpKYjw0NDZHJZERGRuLg4JDt/IcFkZqahiRBckoySCCRQWqqIvcDdUrxxytJEpGRkchkMgwNDYv9+iWBThQYhw8fTocOHdRGMMfHxzN8+PB8FRiNjIyoV68eR44cUTZ1KxQKjhw5wrhx49TSV6lShRs3bqhsmz59OvHx8Sxfvhw3N7f8PyGhQLKapN2ruGo5EkHQ7MXzOJITU9E30KO0m522wxFKKH19fVxdXQkJCSE4OLhQz52eLkcuVxAbk4RMBukZJa9Pp6ZlDIuDTCbD1dUVfX3tXF/X6USBMWvm9deFhIRgbZ3/UYgTJkxg6NCh1K9fn4YNG7Js2TISExMZPnw4AEOGDKFMmTIsWLAAExMTtQ69NjY2AKKjbzFKSUzl+ePMtXlFDaOgq7L6Lzq722GgpS814e1gYWFBxYoVSU9PL9TzBgU95+7tEHZsD8TNzZbho1oW6vmLQ7ly2pkQ39DQUBQWc6DVAmOdOnWUyxG1bdsWA4P/wpHL5QQFBRVo4u5+/foRGRnJzJkzCQ8Px8vLi/379ysHwjx58gQ9PZ2YUUj4V8j9MCRJwsbRCis7S22HIwgaiSUBhcKkr69f6AUUfT1DHj2MIvJ5IlWquqGvV/KaV01MxCpfukirBcasJuOrV6/i6+uLhYWFcp+RkREeHh707t27QOceN26cxiZogOPHj+d47Nq1awt0TaHgnt4OAcSAF0G3/bfCi1gSUNBdIU9fAODmZqvlSIS3iVYLjLNmzQLAw8ODfv36iV8V77Cn/64h7VZVFBgF3aVcQ1rUMAo6LDTkJQCuosAoFCKd6MM4dOhQbYcgaNnTO/8OeBETdgs6KiEumZjoBABcyhXOqlSCUNhiY5OIi0tGJpPh4lJK2+EIbxGdKDDK5XKWLl3K1q1befLkCWlpaSr7X7x4oaXIhOKQkpRKWFBmzY1bVTFCWtBNof/2X3RwtsHUrGRN4yK8O7Kaox2drDAy1omveOEtoRO5ac6cOfz2229MnDiR6dOnM23aNIKDg9m1axczZ87UdnhCEXt0/TGSQsLS1gJrezHgRdBNIWL+RUFH3Lsblu2+0BDRf1EoGjpRYPTz8+PXX3+lc+fOzJ49mwEDBuDp6UmtWrU4d+4c//vf/7QdolAI7l16qHF7wM4LALhXLVOoE9gKQmFS9l8UK7wIOiyrhlH0XxQKm07MLRMeHk7NmjWBzLmpYmNjAejSpQv+/v7aDE0oBlkTdosR0oIuE1PqCCXB038LjGVcRYFRKFw6UWB0dXUlLCyzit3T05ODBw8CEBgYWOKWfBLy7/E/mVPquIsR0oKOSk1O4/mzzJGnbp5iSh1BN6WlZvA8InNlF1HDKBQ2nSgw9uzZkyNHjgDwySefMGPGDCpWrMiQIUP44IMPtBydUJRSklIJe5S57rdHDbEMo6CbQh5FIikkrO0ssCplru1wBEGjZ89eIkkSVlamWFubaTsc4S2jE30YFy5cqPy/X79+uLu7c/bsWSpWrEjXrl21GJlQ1J7cDkFSSJRyssba3krb4QiCRk8eZP6oKVvBScuRCEL2RP9FoSjpRIHxdY0bN6Zx48baDkMoBsE3nwLgUcNdy5EIQvayCoxuosAo6LD/+i+K+ReFwqe1AuPu3bvznLZbt25FGImgTcoCY3XRHC3orqcPMkdIu1cQ/RcF3RXyNBoAVzHgRSgCWiswZq0jnRuZTIZcLi/aYAStCb6VVcMoCoyCbkpOTP1vwIuoYRR0lFyuUDZJu3uIlYiEwqe1AqNCodDWpQUd8TIiltjIOPT09cQIaUFnPX2YWbto62iFhZWplqMRBM3CwmJIT5djYmKIg4PoDy4UPp0YJS28m4JvPQHAxdMJIxMjLUcjCJo9/bf/oruoXRR02JPgKADcy9qhpycWQBAKn04Mepk7d26O+8XygG8nMeBFKAkeZxUYK4oCo6C7Hj/O7L/oXlY0RwtFQycKjDt37lR5nJ6eTlBQEAYGBnh6eooC41tKDHgRSgJRwyiUBE8e/1fDKAhFQScKjFeuXFHbFhcXx7Bhw+jZs6cWIhKKWnpaBo//ySwwlqslahgF3RT3MpHorJUzxBrSgo7KyJATGpI54KWsqGEUiojO9mG0srJizpw5zJgxQ9uhCEXg6e1Q0lMzsChljlNZ8UUs6KZ71zN/1Di42GBmYaLlaARBs2ehL8nIUGBqZoS9g6W2wxHeUjpRw5id2NhYYmNjtR2GUAQeXA0CwLO2BzKZ6KAtaM/9GyHZ7ju97wYA5So7F1c4gpBvT/7tv1i2rL24nwpFRicKjN9//73KY0mSCAsLY/369XTs2FFLUQlF6eHVYAAq1PHQahyCkJOgO88AKFdFFBgF3fVY9F8UioFOFBiXLl2q8lhPTw8HBweGDh3K1KlTtRSVUFQUCgUPrwUD4OlVTrvBCEI2FHIFj++FA1CuiouWoxGE7D1WTqkj+i8KRUcn+jAGBQWp/D18+JBz584xf/58LC0L1h9jxYoVeHh4YGJigre3NxcuXMg27a+//krz5s0pVaoUpUqVwsfHJ8f0wpsJexhBcnwKxmZGuFYSNTeCbgp7Ek1qSjomZkaUdhNLrQm6KSUlndCQzJWIyomBWUIR0okCY2HbsmULEyZMYNasWVy+fJnatWvj6+vL8+fPNaY/fvw4AwYM4NixY5w9exY3Nzfat29PaGhoMUf+brh/JbP/YrmaZdE30NdyNIKg2aN/m6PLViqNnv5beasU3gLBQZFIkoStrTmlSplrOxzhLaYTTdIpKSn88MMPHDt2jOfPn6stG3j58uV8nW/JkiWMGjWK4cOHA7Bq1Sr8/f1ZvXo1U6ZMUUvv5+en8vi3337jzz//5MiRIwwZMiSfz0bIzf1LjwDRf1HQbUF3wgDRf1HQbY/+XbqyvJgnVChiOlFgHDFiBAcPHqRPnz40bNjwjUZ5paWlcenSJZW+j3p6evj4+HD27Nk8nSMpKYn09HRsbbNvhkpNTSU1NVX5OC4ursAxv0sUcgX3Lj4EoErDilqO5t0m8nDO/iswiv6Luuxdz8fKAqNojhaKmE4UGPfs2cPevXtp2rTpG58rKioKuVyOk5Pqry0nJyfu3LmTp3NMnjwZFxcXfHx8sk2zYMEC5syZ80axvoue3AklKS4ZUwsT3KuW0XY47zSRh7MX+yKR6PBYZDLwqFRa2+EIOXiX87FCIRH0KBKA8p6OWo5GeNvpRMecMmXKFHhwS2FbuHAhmzdvZufOnZiYZD9R79SpU5XzRMbGxvL06dNijLLkun3uHgCV6nuK/otaJvJw9u7fyHwtypR3xNTcWMvRCDl5l/NxeHgMyclpGBkZUMZVDMwSipZO1DAuXryYyZMns2rVKsqWLftG57K3t0dfX5+IiAiV7REREZQunXNNwXfffcfChQs5fPgwtWrVyjGtsbExxsbiiyS/7px/AEAVb9EcrW0iD2cva4WXSjVdtRyJkJt3OR9nNUd7lLNHXwzMEoqYTuSw+vXrk5KSQvny5bG0tMTW1lblLz+MjIyoV68eR44cUW5TKBQcOXKExo0bZ3vcN998w1dffcX+/fupX79+gZ+LkL2UpFSCbjwBoGojUWAUdNf9m5mrv1Ss6ablSAQhe/f/nSfUUwx4EYqBTtQwDhgwgNDQUObPn4+Tk9MbL200YcIEhg4dSv369WnYsCHLli0jMTFROWp6yJAhlClThgULFgCwaNEiZs6cycaNG/Hw8CA8PPNDaGFhgYWFxZs9OUHp/sWHyDPk2LnY4uAqViQQdNOL53FEh8eipyfDs5roZyvoJkmSuHs7c2BWJbF0pVAMdKLAeObMGc6ePUvt2rUL5Xz9+vUjMjKSmTNnEh4ejpeXF/v371cOhHny5Al6ev9Vrq5cuZK0tDT69Omjcp5Zs2Yxe/bsQolJgOsn/wGgRrPKWo5EELKX1X/RvaITJmZGWo5GEDQLD48lLi4ZQ0N9ynuKEdJC0dOJAmOVKlVITk4u1HOOGzeOcePGadx3/PhxlcfBwcGFem1BnVwu5/rJ2wDUalldy9EIQvbu38hsjq4kmqMFHXb3dubE8uU9HTE01ImvcuEtpxN9GBcuXMjEiRM5fvw40dHRxMXFqfwJJd/tc/dJeJmIqaUJFeuK9aMF3aRQSNy+8hiASrXdtRyNIGTv7t3M5ujKVcU8oULx0ImfJR06dACgbdu2KtslSUImkyGXy7URllCIzv4VCED1JlXEdDqCznr6MIL4mCSMTY0oL76IBR2lUCi4dzezr31l0X9RKCY6UWA8duyYtkMQCsm9Sw/VtkmSxNFNpwGo1bJacYckCHl262LmOudVvNwxMBQ/bATd9Dg4iuSkNExMDHEvKwYQCsVDJwqMLVu21HYIQhEKuvGEqNAXGJkaUaNZFW2HIwjZ+udiMADV64tuE4Luun4tc2BWtRplxPyLQrHRiQLjyZMnc9zfokWLYopEKAqB+64AULtVdYxNxahTQTfFvUzkyYPMCf+r1fPQbjCCkIMb/04sX7OW6GcrFB+dKDC2atVKbdurczGKPowllzxDzqVD1wFo2LGOlqMRhOxdPZO5ClHZSqWxKmWu5WgEQbOI8Fiehb5EJpNRvYaYJ1QoPjpRYHz58qXK4/T0dK5cucKMGTOYN2+elqISCsONU7dJjE3C0taCyg08tR2OIGTryunMdc7rNKuk5UgEAe79Owr6dcePZs5n61nBEQsLk+IMSXjH6USB0draWm1bu3btMDIyYsKECVy6dEkLUQmF4dT2cwA06lJPjI4WdFZMdAKPbocCUKeJWLZS0F2X/u1nW0tM+yQUM53uLevk5MTdu3e1HYZQQBHBkdy58ACZTEbz3t7aDkcQsnUl4B6SBOWrulDKwVLb4QiCRtHRCTx8EIFMBvUbiIFZQvHSiRrG69evqzyWJImwsDAWLlyIl5eXdoIS3tiJ7WcBqNGsCnYutlqORhA0kySJc4dvAVC3uVi2UtBdFy88AqBipdLYiH62QjHTiQKjl5cXMpkMSZJUtjdq1IjVq1drKSrhTcRFx3NmV+Zk3S37NdFyNIKQveC7YYQ9jsbQyID6LUWBUdBNkiRx4XzmPLcNGor+4ELx04kCY1BQkMpjPT09HBwcMDERHXpLqiN+p0hPTadsdTeqNKyg7XAEIVtnDtwEoG6zSpiJQQSCjnr44Dlhz2IwNNSnTr2y2g5HeAfpRIGxbFmR+d8msVHxnPx3sEunkW1VpkgSBF3yIjKOS6cy+0k38a2h5WgEIXsnj98GoIF3eczMjLUcjfAu0uqgl6NHj1KtWjXi4uLU9sXGxlK9enVOnTqlhciEN/HXj/tIS06jbHU3qjcVTXyC7tr5+0ky0uV4VHbGQ6zJK+iomJeJXLn8GICWrapqORrhXaXVGsZly5YxatQorKys1PZZW1vz4YcfsmTJEpo3b66F6ISCeHT9Mef9LwPw3qRuonZR0An3b4SobUuMT+HvdQEAtO/bQORVQWcd2H8DuVxBhYpOuLmLtaMF7dBqDeO1a9fo0KFDtvvbt28v5mAsQZITklk/ZxsAjbrWw6O6m5YjEoTsHdhyntSUdFw87MXa0YLOevkykYB/u0107uql3WCEd5pWC4wREREYGhpmu9/AwIDIyMhijEgoKEmS+OnTtTx/EoWNozW9P+2s7ZAEIVsRIS84ufcaAN2HNRe1i4LO2rXjIhkZmbWLlUS3CUGLtFpgLFOmDDdv3sx2//Xr13F2Fh+QkuDPpXvYv/ooMpmMIbP7YmZlpu2QBEEjuVyB3/cHUcgVVG9Qjqp1xKA7QTfdvRNG4PlHyGTQu29D8cNG0CqtFhg7derEjBkzSElJUduXnJzMrFmz6NKlixYiE/Lj0PoT/Pz5OgB6/K8jlRuIaXQE3bV/83mC74Zjam5E39GttR2OIGiUkJDC+rWZgz5btKxCWQ97LUckvOu0Ouhl+vTp7Nixg0qVKjFu3DgqV84cUXvnzh1WrFiBXC5n2rRp2gxRyIEkSWz7bje/Tt4AQPePO9D2fTFASdBdgcfvcGDreQD6ftgGW0f1AXeCoG1paRms+e0EL14k4uBoSbee9bQdkiBot8Do5OTEmTNnGDt2LFOnTlWu9CKTyfD19WXFihU4OTlpM0ThNfcuZa408CI8Br+v/+TO+fsAtBnYDJ8hLUSTiaCzzhy8ydZVRwFo1a0O9VtW0XJEgqAuPV3OV7N3cvufZxga6jPqwzaYmhppOyxB0G6TNGRO2r13716ioqI4f/48586dIyoqir1791KuXMFHLq5YsQIPDw9MTEzw9vbmwoULOabftm0bVapUwcTEhJo1a7J3794CX/ttlhSfzP7VR5nXfyl3zt/H0NiAvpO60evTzujpaT07CYKalKRUtv9ynM0rDqOQK2jYuio9hrfQdliCoCYsLIYvJmzkbMB9DA31GfuxD65uttoOSxAAHVnpBaBUqVI0aNCgUM61ZcsWJkyYwKpVq/D29mbZsmX4+vpy9+5dHB0d1dKfOXOGAQMGsGDBArp06cLGjRvp0aMHly9fpkYNsfoDQExkLL9O3sCxTQGkp6YDUL5WWQbN6IOTh4OWoxMEzQL232DVV7uICosFoOOARnTo5y1qwgWd8ujhc/b5X2Wf/zVSUtIxMzPig1GtqFLNRduhCYKSzhQYC9OSJUsYNWoUw4cPB2DVqlX4+/uzevVqpkyZopZ++fLldOjQgUmTJgHw1VdfcejQIX788UdWrVpVrLHrKjMrM879fYn01HRcPJ1oN7QV9dvXRk9f1CoKuuv+jadEhcVi62hFn9GtqNGgvLZDEgQkSeL8uYcEnLrLrZuhPHkcpdxXsVJp3h/cBEcnay1GKAjq3roCY1paGpcuXWLq1KnKbXp6evj4+HD27FmNx5w9e5YJEyaobPP19WXXrl3ZXic1NZXU1FQg88P/7NkzAI3LHL4tPvimPylJqXhUd0Umk5GUnKjtkHTam+SFrGOz+vUWhVfzMGQux/nqtd8GnQY3AAM5Vet4YGRsQEJCvLZD0nmF9f4XRx6GkpuPv1u4g6ioBAD09fWoXqMM3o0rULmKC3p6snc6r8bFmWs7BKXiysclwVtXYIyKikIul6sNlnFycuLOnTsajwkPD9eYPjw8PNvrLFiwgDlz5qhtd3MTq5sIhSc+Ph5r66KpaRB5WCgORZmH4e3Jx0dPwQ8rtR2FkJ2izsclwVtXYCwuU6dOVdZKSpJEXFwc6enp2NnZvdX9o+Li4nBzc+Pp06ca1wAX8ie711OSJOLj43FxKbo+TK/mYQCFQsGLFy/e+jwMIh8XNk2vZ3HkYRD5WOTjwqPNfFwSvHUFRnt7e/T19YmIiFDZHhERQenSpTUeU7p06XylBzA2NsbY2Fj5+F375WFlZSVuUIVI0+tZ1Hnq9TwMYGNjU6TX1DUiHxeu11/P4rgvinws8nFh00Y+LgneuhELRkZG1KtXjyNHjii3KRQKjhw5QuPGjTUe07hxY5X0AIcOHco2vSAIgiAIwrvkrathBJgwYQJDhw6lfv36NGzYkGXLlpGYmKgcNT1kyBDKlCnDggULABg/fjwtW7Zk8eLFdO7cmc2bN3Px4kV++eUXbT4NQRAEQRAEnfBWFhj79etHZGQkM2fOJDw8HC8vL/bv368c2PLkyROVSaabNGnCxo0bmT59Ol9++SUVK1Zk165dYg5GDYyNjZk1a5ZaE5BQMOL11A7xuhcu8Xpqh3jdC5d4PXMmk8RYcUEQBEEQBCEHb10fRkEQBEEQBKFwiQKjIAiCIAiCkCNRYBQEQRAEQRByJAqMgiAIgiAIQo5EgVEQBEEQBEHIkSgwCjpr2LBheHh4qGyTyWTMnj1bK/EIgiAIwrtKFBiFAvnpp5+QyWR4e3trOxRBKJC1a9cik8mQyWScPn1abb8kSbi5uSGTyejSpYsWIhSE7GXl34sXL2o7FOEdIQqMQoH4+fnh4eHBhQsXePDgQZFc49dff+Xu3btFcm5ByGJiYsLGjRvVtp84cYKQkBAxia8gCAKiwCgUQFBQEGfOnGHJkiU4ODjg5+dXqOdPTEwEwNDQUHxZC0WuU6dObNu2jYyMDJXtGzdupF69epQuXVpLkQmCIOgOUWAU8s3Pz49SpUrRuXNn+vTpo1ZgDA4ORiaT8d1337F06VLKli2LqakpLVu25ObNmypphw0bhoWFBQ8fPqRTp05YWlry/vvvK/e93odREArbgAEDiI6O5tChQ8ptaWlpbN++nYEDB6ql/+6772jSpAl2dnaYmppSr149tm/frpKmZcuW1K5dW+P1KleujK+vb+E+CeGd16pVK1q1aqW2/fX76Kv3519++QVPT0+MjY1p0KABgYGBasffuXOHPn36YGtri4mJCfXr12f37t1F+EwEXSUKjEK++fn50atXL4yMjBgwYAD379/XeKNZt24d33//PR9//DFTp07l5s2btGnThoiICJV0GRkZ+Pr64ujoyHfffUfv3r2L66kIAh4eHjRu3JhNmzYpt+3bt4/Y2Fj69++vln758uXUqVOHuXPnMn/+fAwMDOjbty/+/v7KNIMHD+b69etqP5ACAwO5d+8egwYNKronJAh5sHHjRr799ls+/PBDvv76a4KDg+nVqxfp6enKNLdu3aJRo0bcvn2bKVOmsHjxYszNzenRowc7d+7UYvSCNhhoOwChZLl06RJ37tzhhx9+AKBZs2a4urri5+dHgwYNVNI+ePCA+/fvU6ZMGQA6dOiAt7c3ixYtYsmSJcp0qamp9O3blwULFhTfExGEVwwcOJCpU6eSnJyMqakpfn5+tGzZEhcXF7W09+7dw9TUVPl43Lhx1K1blyVLltC5c2cA+vbtyyeffMKGDRtYuHChMu2GDRswNzenV69eRf+kBCEHT5484f79+5QqVQrIrPnu3r07Bw4cUA7yGj9+PO7u7gQGBiq7B3300Uc0a9aMyZMn07NnT63FLxQ/UcMo5Iufnx9OTk60bt0ayJzmpl+/fmzevBm5XK6StkePHsrCIkDDhg3x9vZm7969aucdO3Zs0QYuCDl47733SE5OZs+ePcTHx7Nnzx6NzdGASmHx5cuXxMbG0rx5cy5fvqzcbm1tTffu3dm0aROSJAEgl8vZsmULPXr0wNzcvGifkCDkol+/fsrCIkDz5s0BePToEQAvXrzg6NGjvPfee8THxxMVFUVUVBTR0dH4+vpy//59QkNDtRK7oB2iwCjkmVwuZ/PmzbRu3ZqgoCAePHjAgwcP8Pb2JiIigiNHjqikr1ixoto5KlWqRHBwsMo2AwMDXF1dizJ0QciRg4MDPj4+bNy4kR07diCXy+nTp4/GtHv27KFRo0aYmJhga2uLg4MDK1euJDY2ViXdkCFDePLkCadOnQLg8OHDREREMHjw4CJ/PoKQG3d3d5XHWYXHly9fApktRJIkMWPGDBwcHFT+Zs2aBcDz58+LN2hBq0STtJBnR48eJSwsjM2bN7N582a1/X5+frRv3z7f5zU2NkZPT/x2EbRr4MCBjBo1ivDwcDp27IiNjY1amlOnTtGtWzdatGjBTz/9hLOzM4aGhqxZs0Ztah5fX1+cnJzYsGEDLVq0YMOGDZQuXRofH59iekbCu0Qmkylrs1/1estPFn19fY3bs86hUCgA+Pzzz7MdpFWhQoWChCqUUKLAKOSZn58fjo6OrFixQm3fjh072LlzJ6tWrVJuu3//vlq6e/fuiZHPgk7q2bMnH374IefOnWPLli0a0/z555+YmJhw4MABlSmf1qxZo5ZWX1+fgQMHsnbtWhYtWsSuXbsYNWpUtl/UgvAmSpUqpWxOftXjx48LdL7y5csDmdObiR85AogmaSGPkpOT2bFjB126dKFPnz5qf+PGjSM+Pl5luoVdu3ap9HG5cOEC58+fp2PHjtp4CoKQIwsLC1auXMns2bPp2rWrxjT6+vrIZDKVWpvg4GB27dqlMf3gwYN5+fIlH374IQkJCWJ0tFBkPD09uXPnDpGRkcpt165dIyAgoEDnc3R0pFWrVvz888+EhYWp7X/1OsK7QdQwCnmye/du4uPj6datm8b9jRo1Uk7inbVcYIUKFWjWrBljx44lNTWVZcuWYWdnxxdffFGcoQtCng0dOjTH/Z07d2bJkiV06NCBgQMH8vz5c1asWEGFChW4fv26Wvo6depQo0YNtm3bRtWqValbt25RhS684z744AOWLFmCr68vI0aM4Pnz56xatYrq1av/n737Do+qTBs4/Jv0XiC9EQi9BgKEpiCiFAFBUQQVBGHVT5QV3RUURCygqwIWlFVURFFBRCwggqEtvfcOCUlIIYX0NuV8fwwZiQmQwCRnZvLc15XLzJlz3vNMfJl55q3k5eXdVJkLFiygV69etGvXjokTJ9KkSRPS09PZsWMHycnJHDp0yMyvQlgyaWEU1bJ06VJcXFy46667qnzezs6Oe+65h7Vr15KVlQUYB/0/88wzfPTRR7z55pu0adOGDRs2EBwcXJehC2E2ffv25fPPPyctLY1//vOffPfdd7z99tvXXV5kzJgxADLZRZhV+VjD8iEOrVq1YsmSJeTm5jJlyhR++eUXvv7661v6ktK6dWv27t3LPffcw+LFi3n66adZuHAhdnZ2vPLKK2Z5HcJ6aJSqRskKcQsSEhJo3Lgx77zzDi+88ILa4Qihqvfff5/nnnuOhISESjNThbhZH3zwAZMnT+bs2bNERUWpHY6oB6SFUQghaomiKHz++ef07t1bkkVhVnv27MHd3Z1GjRqpHYqoJ2QMoxBCmFlhYSG//PILGzdu5MiRI/z8889qhyRsxI8//simTZtYunQpEyZMwMFBPsZF3ZCaJoQQZpaRkcHo0aPx8fHhpZdeuuZkMSFq6oUXXiA/P5/HH3+cefPmqR2OqEdkDKMQQgghhLguGcMohBBCCCGuSxJGIYQQQghxXTKG0QwURSEvL4/8/Hw8PT3RaDRqhySsnKIo5OfnExISUmf7bBsMBlJSUqQOC7NQow6D1GNhXmrVY0skCaMZ5Ofn4+Pjo3YYwgYlJSURFhZWJ/dKSUkhPDy8Tu4l6o+6rMMg9VjUjrqux5ZIEkYz8PT0JCkpifDwcJKSkvDy8lI7JGHl8vLyCA8Px9PTs87uWX4vqcPCHNSowyD1WJiXWvXYEknCaAYajcb0xuTl5SVvUsJs6rJLrfxeUoeFOdV1t7DUY1EbZHiDDU562bJlC0OGDCEkJASNRsOqVatueM2mTZvo1KkTzs7ONG3alMWLF9d6nEIIIYQQ1sLmEsbCwkI6dOjAggULqnV+fHw899xzD3fccQcHDx7kn//8JxMmTOCPP/6o5UiFEEIIIayDRXRJFxYW4u7ubpayBg4cyMCBA6t9/sKFC2ncuDHvvfceAK1atWLr1q3MmzeP/v37myUmIYQQQghrZhEtjIGBgYwfP56tW7fW+b137NhBv379Khzr378/O3bsqPNYhBBCCCEskUW0MH7zzTcsXryYvn37EhkZyfjx4xkzZgwhISG1fu+0tDQCAwMrHAsMDCQvL4/i4mJcXV2rvK60tJTS0lLT47y8vFqNUwhzkzqsPkVRyC4oJj0nn/ScAjLzC8ktKiGnsITcomJyi0rILSwhwt+H10dJj0dVpB6La1EUhWKtjsKyMgrLyigq01JYVkaJTkeJVkepTlfh9zZBgXSLlCWZrsUiEsZhw4YxbNgwMjIy+Prrr1m8eDEzZsygf//+jB8/nqFDh+LgYBGhmsyZM4dZs2apHUa9d/J8+nWfb9kk8LrP12dSh2vf8SRj/TQoCqmX80jKzCU566+f9Jx8tHrDDcspLC2r7VCtltRj26YoCnsSL5JXUkJuSQm5JaXklZSSW1JCXkkJeSWlFJZpKdFqKb6S/BVrtRRrtZRodSg1uNdjXTtJwngdGkVRavL3rDMffvgh//rXvygrK8PPz48nn3ySqVOn4ubmVu0yNBoNP/30E8OGDbvmObfffjudOnVi/vz5pmNffvkl//znP8nNzb3mdVV9qw0PDyc3N1eWcjCjGyWEf6fTG0i4mMWZCxmcT86kffMQJj7Qs5aiqz15eXl4e3vXan2SOnzryhPCqiRl5nAkMY0TSZc4eTGD/JLSKs/TAN7uLjT0cMPHwxVPF2c8XJzxcHXCw8UZTxcnOkWF0iGy9ntczKku6jBIPbY2R1P/+jejMxi4lF9AWn4BGQWFZBYWkVlYSG5xxcRQZ7jxl6rr0QAujg64ODji4uiAs4M9Tvb2ONk74HTld2cHe4a0acnQtq0qXFtX9dgaWFSzXXp6Ol999RWLFy/mwoULjBgxgscff5zk5GTefvttdu7cybp168x6z+7du7NmzZoKx9avX0/37t2ve52zszPOzs5mjUXcnOzcQvYeS+L42VROxadTUqYzPZdXUGKVCWNdkDpsfimX89h2IoGdpxO5mF2xa9TJwZ5wPx/CG3oT2tCbsAZehDTwpqGnKw729tctt3W4tJRfi9Rjy1ei1XEqI5PjaensvpBMal4+qXn5pBcUYqhmm5Wzgz1eLi54uTjj7eKCt4uz6bG7kxOujg64OjrieiUxdHV0wOXKY2cHB+yqsY5i22D5d3Y9FpEwrly5ki+//JI//viD1q1b83//93888sgjFbbb69GjB61atbp2IVcUFBRw9uxZ0+P4+HgOHjxIgwYNiIiIYNq0aVy8eJElS5YA8OSTT/LRRx/x73//m/Hjx7NhwwaWL1/O6tWrzf46hfkUFpey81ACuw4ncOZCRoXnPNycad4ogCbhDbkjtrlKEYr65ETyJVbuPMqRxDTTMQd7O9qEB9I6LJBWYf40CWxww8RQCGtXptdzLDWdwylpHEu/xPG0S5zLzEZ/jcTQyd6eYC9P/D3c8HN3x8/dDR9XV1NCWP5fF0eLSFfqNYv4PzBu3Dgeeughtm3bRpcuXao8JyQkhJdffvmGZe3du5c77rjD9HjKlCkAjB07lsWLF5OamkpiYqLp+caNG7N69Wqee+453n//fcLCwli0aJEsqWOhUjNyWb/9FNsOnKNMqzcdb9bIn46twmkdFUR4kC92dsZvkzKGUdys63U3lzubmsny7Yc5fMGYKGqA6MYhdG/RiM5Robg5O9VylEKoS1EUzmRkEXfmPDsvJHIgOZUSna7SeQ3cXGkTFEADNzeCvTxNPw3cXKvV+ifUZxEJY2pq6g3HJrq6ujJz5swbltWnTx+uNyyzql1c+vTpw4EDB25YtlBPdm4hq+IOs3X/edP/37BAH3p1akLnto1o6GOedTyFqI7CkjK+3ryfTcfOA2Bvp+GOtlEM7dKaAG8PlaMTonbpDAYOJKfw/YEj7E5MJj2/oMLzXs7OtAjwo0nDBjRp6EuThg1o4OYq2+tZOYtIGD09PUlNTSUgIKDC8aysLAICAtDr9de4Utg6nd7Ami3H+G3TUbQ6Yz3o0CKU/r1a0bJxoLwBiTp3JiWT99dsIzOvEA1wW+vGjOjeThJFYfPOZWaz4tBRVh05QVZRkem4o70d7YOD6BQWQpugAMJ8vKXV0AZZRMJ4rRbB0tJSnJykS6e+Onshg9c/+Z3E1MuAsdv5wQGdaBrhr3Jkor6KO3yWLzbsQW9QCPB25+kBPWgRKvVR2C6DorDhzHk+37mXfckppuM+ri5EhwTTNSKMDqFBuDo6qhilqAuqJowffPABYFz+ZtGiRXh4/PUNXa/Xs2XLFlq2bKlWeEJFf2w9wexP11Gm1eHu6sTDg7vQrUOktCgKVSiKwoodR/hx51EAujWP4B93dZUxisJmXL3cDYDeYGDLuQR+OnKc5FzjjH87jYaYsBD6NY+iU1gI9nYWsVmcqCOqJozz5s0DjG/GCxcuxP6qGYROTk5ERkaycOFCtcITKjAYFD76djPfrd4HQLtmITw+ojveHlXvuCNEXVi27TCrdh8D4P5ubRnRvZ18eRE2qXyh7K/3HeTilUTRzdGRAa2aMahVcxrUYC1kYVtUTRjj4+MBuOOOO1i5ciW+vr5qhiPq2N8X5TYYDHz500627jdOJBjSpy3D7myPnXyLFSr6dc9xU7I4rm9n+kfLUk3CNl3KL+C/O/Zw4GIqYJy8MrRtK/q3bIq7DA+r9yxiDOPGjRvVDkGozGAw8OkP29h1+AJ2dhoev787PaKbqB2WqOf2nE1i6f8OAjD6tmhJFoVN0hsM/HL0BN8dOEypTo+DnR1D27ZkeLvWkigKE9USxilTpvD666/j7u5uWivxWubOnVtHUQk1KIrCt6v3sevwBezt7XhyZC86t4lQOyxRz6Vk5/Hx2h0ADOjYnKFdWqsckRDV8/fxiNeTU1zM/M3bOXzlmtaBATzVsyuh3vV7GzxRmWoJ44EDB9Bqtabfr0XGCdm+P7adIG7nKQD+8UBPSRaF6rQ6PfN/20pxmY5WoQE8cnsntUMSwuyOp13i3U1bySkuwdnBnnFdY+jXPEqWxBFVUi1hvLobWrqk669jZ1NZvnY/AA8N7ETXdo1UjkgI+O+6XSRm5uDl6szkwT1xsJdxtMK2bDmXwEdbd6IzGAj38eaFO3oR7uOtdljCglnEGEZRP+XkFfHp8m0oCtzeuSl397zxXuFC1LbjSel8HrcbgPF3dsHHXWboC9uhKAo/HTnON/sOAdCtUTiTb++Os4OkA+L6VKsh9913X7XPXblyZS1GItSgKAqfrdhOXmEJ4UE+PDy4sww/EKpTFIXZP25Eb1Do1jyCbs1leISwHYqisHT/IVYePg7A0DYtGdOlo3RBi2pRLWH09pam7/rs101HOX4uDSdHe5566DacHOXbrahbx5MqTwzYfjKBwxdScXZ0YGyfGBWiEqJ2KIrCdwcOm5LFcV07MaSNbIwhqk+1T+kvv/xSrVsLlWVkF/DhN5sBGN6vA8H+8uVBqK9Mq+PbK0vo3NulNb6yWLywIb8dP8WKQ8b1RMd37cRgSRZFDclIblHnPv5uCwVFpTQObchd3eVNS1iGP4+cJTO/iIaebgyOkXopbMeuC0ks3m2cXPhITAdJFsVNUa2FsVOnTsTFxeHr60vHjh2vO35t//79dRiZqE3Hz6WxdusJAMbc2xV7mX0qLIBWp+e3vcZ6OTy2rQyREDbjfFY28zZvRwH6t2jK8Haynqi4Oaq9K9577704OzsDMGzYMLXCELXo71v/KYrC24vWA9AjujGRoQ3VCEuISjYfjye7oJgGHq70bt1Y7XCEMIvCsjLe2biVMr2ejqHBTOgmkwvFzVMtYZw5c2aVvwvbdejURU4nXMLJ0Z777opWOxwhAOO2lL/sMY7tGty5FY4O9ipHJMStUxSFBVt3kZ5fgL+HO8/17om9nfToiJtnUf0ue/fu5cQJY7dQ69atiYmRWYq2QlEUft10FIA7u7WgoY+7yhEJYXQgIZVLuYV4uDhxZ7umaocjhFmsPXmGnReScLCz44U+PfFwlj2hxa2xiIQxOTmZUaNGsW3bNnx8fADIycmhR48efP/994SFhakboLhlx8+lcT4pE0cHe/r3kgW6heVYf/A0AH3aROEsYxeFDUjLL2DJXuOWu492jqaZv5/KEQlbYBHt0xMmTECr1XLixAmys7PJzs7mxIkTGAwGJkyYoHZ4wgx+u9K62LtLU7xluRJhIdJy8jmUkApAvw7Suiisn0FR+HjrLkp1etoGBXBP6xZqhyRshEV8nd68eTPbt2+nRYu/KnaLFi348MMPue2221SMTJjDuaRMTsanY29vx4BeMkNPWI64w2dRgA6Nggny8VQ7HCFu2Y+HjnE0LR1nB3v+r2es7OIizMYiWhjDw8PRarWVjuv1ekJCQm6qzAULFhAZGYmLiwuxsbHs3r37uufPnz+fFi1a4OrqSnh4OM899xwlJSU3dW9RUdzOUwDEto+UsYvCYugNBrYcjwfgrg7NVI5GiFuXV1LCuxu3AjCqY3uCvORLkDAfi0gY33nnHZ555hn27t1rOrZ3714mT57Mu+++W+Pyli1bxpQpU5g5cyb79++nQ4cO9O/fn0uXLlV5/rfffsvUqVOZOXMmJ06c4PPPP2fZsmW89NJLN/2ahFFeQQl7jlwA4M5uzVWORoi/HLmQRm5RCZ6uzkQ3vrkvpkJYko/+t5PLxcWEeXsxSLqihZmp1iXt6+tbYT2owsJCYmNjcXAwhqTT6XBwcGD8+PE1Xqdx7ty5TJw4kXHjxgGwcOFCVq9ezRdffMHUqVMrnb99+3Z69uzJ6NGjAYiMjGTUqFHs2rXrJl+dKPe/fWfR6Q00Dm1IkzAZeC0sx9YTCQD0aNEIB1lAXliwo6mV9z3/u+ScXL7eexCA8bExOMgSOsLMVEsY58+fXyvllpWVsW/fPqZNm2Y6ZmdnR79+/dixY0eV1/To0YNvvvmG3bt307VrV86fP8+aNWt49NFHr3mf0tJSSktLTY/z8vLM9yJshMGgsHH3GQD6SuuixanPdbiotIw9Z5MA6NUyUt1gxC2pz/X4akv3HUKvKHQJDyU6NFjtcIQNUi1hHDt2bK2Um5mZiV6vJzAwsMLxwMBATp48WeU1o0ePJjMzk169eqEoCjqdjieffPK6XdJz5sxh1qxZZo3d1pyMTycrpxA3Fye6tmukdjjib+pzHd549DylOj2B3h40DZYdh6xZfa7H5c5lZrMrMRk7jYZHO0erHY6wURbXZl1SUkJeXl6Fn9q2adMmZs+ezccff8z+/ftZuXIlq1ev5vXXX7/mNdOmTSM3N9f0k5SUVOtxWpvtB84D0LVdI9mb1wLV5zocd9jY8t2jZSPZKs3K1ed6XO67A4cBuK1JI8J8vFWORtgqi/gULyws5MUXX2T58uVkZWVVel6v11e7LD8/P+zt7UlPrzjmIz09naCgoCqvmTFjBo8++qhpzcd27dpRWFjIP/7xD15++WXsqhgL4uzsbNoLW1RWXKJl37FEAHp0lL15LVF9rcOlWh3bThonYnWOkk0BrF19rcflTl3KZH9yCnYaDQ9Gt1M7HGHDLKKF8d///jcbNmzgk08+wdnZmUWLFjFr1ixCQkJYsmRJjcpycnIiJiaGuLg40zGDwUBcXBzdu3ev8pqioqJKSaG9vXE/WUVRavhqBMCWvWcpKdPh38CDphH+aocjhMmu04kUl2lp4OFKk8AGaocjxC358bBxH/Q7mjYmWJbREbXIIloYf/31V5YsWUKfPn0YN24ct912G02bNqVRo0YsXbqUhx9+uEblTZkyhbFjx9K5c2e6du3K/PnzKSwsNM2aHjNmDKGhocyZMweAIUOGMHfuXDp27EhsbCxnz55lxowZDBkyxJQ4ippZu/U4AD2iG0uXn7AoG46eA4yti1I3hTVLzsllb9JFNMDwdrIpgqhdFpEwZmdn06RJEwC8vLzIzs4GoFevXjz11FM1Lm/kyJFkZGTwyiuvkJaWRnR0NGvXrjVNhElMTKzQojh9+nQ0Gg3Tp0/n4sWL+Pv7M2TIEN58800zvLr6J6+ghD1Hjd3R3TpId7SwHHqDgU1HjWNruzQNVzkaIW7Nr8eMmyJ0Dg8lxNtL5WiErbOIhLFJkybEx8cTERFBy5YtWb58OV27duXXX3/Fx8fnpsqcNGkSkyZNqvK5TZs2VXjs4ODAzJkzmTlz5k3dS1S0df859HoDYYE+BPnJm5iwHEcT08guKMLTxZlWYQFqhyPETcstKWHzOeNORfe2baVyNKI+sIiEcdy4cRw6dIjevXszdepUhgwZwkcffYRWq2Xu3LlqhydqaPMe4wzUmDbSgiPUcTyp6oWOV+0yjvdqExEoi3ULq7b2xBnK9Hqa+jWgVaCMExe1zyISxueee870e79+/Thx4gT79++nadOmtG/fXsXIxPWcPF/5Q7mkVMuOgwkAxLSJqOOIhLi+wxdSAegQKQsbC+ulNxhYf/osAEPatJSxuKJOWETC+HeRkZFERkaqHYa4CUfOpKDV6Qlo4EFYoI/a4QhhUlhSxtk04/jodo2qXmJLCGuwLzmF7KJivFyc6dZIenJE3bCYPpm4uDgGDx5MVFQUUVFRDB48mD///FPtsEQN7TtmXDQ3pk2EfOsVFuVYUjqKohDSwAs/T3e1wxHipv15pXXxjqZNcJSVPEQdsYiE8eOPP2bAgAF4enoyefJkJk+ejJeXF4MGDWLBggVqhyeqSa83cPRMCgAdW8m3XmFZyruj20vrorBimYVF7E821uV+zaNUjkbUJxbRJT179mzmzZtXYVbzs88+S8+ePZk9ezZPP/20itGJ6oq/mEVhcRnurk5Ehcv+vMKy/JUwyvhFYb02nDmHQVFoExRAqCylI+qQRbQw5uTkMGDAgErH7777bnJzc1WISNyMI6eNrYttmgZXuZ2iEGpJy8nnUm4h9nZ2tJbldISVUhSFjWeM64hK66KoaxbxqT506FB++umnSsd//vlnBg8erEJE4maUJ4ztmoeoHIkQFZ1IvgRA06CGuDg5qhyNEDfndEYm6QWFuDg4yGQXUedU65L+4IMPTL+3bt2aN998k02bNpn2e965cyfbtm3j+eefVytEUQN5hSUkpGQB0LapdPkJy1KeMMpi3cKabTl/AYDYRmE4O1jEiDJRj6hW4+bNm1fhsa+vL8ePH+f48eOmYz4+PnzxxRdMnz69rsMTNXT0TAqKAhHBvvh4uakdjhAVnLxYnjDKAsfCOukMBrbFGxPG25pEqhuMqJdUSxjj4+PVurWoBdIdLSxVZn4hl3IL0Wg0NA+RhFFYp8MpaeSVlOLl4kz7EJnpL+qeRYxhvJqiKCiKonYYogYUReHEuTRAuqOF5TmZnAFA4wBfXGX8orBS/zufAEDPyAgcZFKhUIHF1LolS5bQrl07XF1dcXV1pX379nz99ddqhyWqIS0zj9yCEhwd7IkKlxYcYVn+6o6W8YvCOmn1enYnJgPQS7qjhUosYtTs3LlzmTFjBpMmTaJnz54AbN26lSeffJLMzMwKe00Ly1O+p3RUhB+OjrLrgLAsJy8aWxhbhUrCKKzTkdR0irU6fF1daRHgp3Y4op6yiITxww8/5JNPPmHMmDGmY0OHDqVNmza8+uqrkjCakV6vR6vVmqUsg95YzsVL2QQ2cCOmZbDpmKUoKSlRO4QbcnR0xF6296oVeUUlJGcZ13JtESqt38I67bpgbF3sGhGKnWy5KlRiEQljamoqPXr0qHS8R48epKamqhCRbSooKCA5OdlsY0R1Oj0o0C8mmDs7BuHl6YKuJMcsZZtLfHy+2iHckEajISwsDA8PD7VDsTlnUjMBCG3ghaers8rRCFFzeoOBPUnGhDFW1l4UKrKIhLFp06YsX76cl156qcLxZcuW0axZM5Wisi16vZ7k5GTc3Nzw9/dHY4ZvqSVlWnRaA/aueWg0GoL9vcxSrjlZ+iLNiqKQkZFBcnIyzZo1k5ZGMzubZlwbtFmwdOMJ63QoJY2c4hLcnBxpEyTDKoR6LCJhnDVrFiNHjmTLli2mMYzbtm0jLi6O5cuXqxydbdBqtSiKgr+/P66urmYpU9HYU6Ytwc7eEVdnR1xczFOuObk4W3bCCODv709CQgJarVYSRjM7m2pMGJsGy97mwjqtP3UWgJiwEBzl/UGoyCJmSd9///3s3r0bPz8/Vq1axapVq/Dz82P37t0MHz5c7fBsirlbAEvKjGMWLb0lz5JZWqusrTAoirQwCqumKAp/nj4HSHe0UJ/qCaNWq2X8+PH4+vryzTffsG/fPvbt28c333xDx44d1Q5PXI8CJaU6AFycq9dY7enuSrfYLnSKbk+P7rF88fnnZg0pJSWFcWONk6cOHTrIunXrzFq+sB4p2XkUl2lxdrAnrKG32uEIUWPnsy5z4XIODnZ2dAyVNW6FulTvknZ0dOTHH39kxowZaodS75Qvh3OzCotLuZSdjwYNZWU6mjcOvOE1Pj4+7Ny1B4CkxEQefHAEiqLw+IQJtxRLuZCQEL78agkAhw8d5vSpE9x9991mKVtYl/IJL02CGmIvCx0LC3E0tfrvu78eOwlAm6AAXB2lF0eoyyLeRYcNG8aqVavMWuaCBQuIjIzExcWF2NhYdu/efd3zc3JyePrppwkODsbZ2ZnmzZuzZs0as8Zka7Q6PYBx7cWb6FYNj4jgrbf+w6efLgSgsLCQf0x4nF49u9Ojeyxxf/4JwBuvv8ZTTz7BXXf2pXXLFvywfBlgbE3s26c3sV1i6Nq5E0eOHOZCQgI9e3RDr9fz+muzWLJkCdHR0axZs4aWLVuSm2tcYiU/P58mTZqg0+nM8acQFsg0fjFIxi8K63Qg2bjlqrQuCkugegsjQLNmzXjttdfYtm0bMTExuLu7V3j+2WefrVF5y5YtY8qUKSxcuJDY2Fjmz59P//79OXXqFAEBlWeZlZWVcddddxEQEMCKFSsIDQ3lwoUL+Pj43MrLsnll2isJo8PND8SO7tiRM6dPA/D2W3MYOGgQny76nMzMTPr17cOBQ0cAiD9/njVr/yApMZGhQwbzwIMj+WH5Mm67/XZmvfY6Op2OsrIyMi4Zd/Wwt7dnxiszOX3qBO+++y4AO3fuZPny5UycOJEVK1YwfPhwHBws4p+AqAVn04wtjDJ+UVijUp2OY+nG97NOYSEqRyOEhSSMn3/+OT4+Pqbxi1fTaDQ1Thjnzp3LxIkTGTduHAALFy5k9erVfPHFF0ydOrXS+V988QXZ2dls374dxyvN/pGRkTf3YuqR8hZGp1vY3eXqNSHj4v5k7e9reOutOQAUFhaRnm7svhk4aBCOjo40iYoiNzcHgJiYzkx4fDwODg4Mv+8+2rZtd917PfbYY4wdO5aJEyfy9ddfM3/+/JuOW1i2kjItiZnG1mSZIS2s0dHUdLR6A37uboR6e6kdjhCWkTDGx8ebrayysjL27dvHtGnTTMfs7Ozo168fO3bsqPKaX375he7du/P000/z888/4+/vz+jRo3nxxRevucxJaWkppaWlpsd5eXlmew3WwKAoaM3Qwnj40CGat2hhLNNgYMWPPxHRqFGl85ycKy+63Ou224jbuInf16zhsTGP8uprr9PuOkljkyZNcHBwYMOGDeTm5tK+ffubjtsW2HIdPp+ejaIoNPBwo4GHm9rhiFpkq/X4wEXjphWdwkJkJQVhEVQfw7hz505efvll/vWvf7F27dpbLi8zMxO9Xk9gYMUJGIGBgaSlpVV5zfnz51mxYgV6vZ41a9YwY8YM3nvvPd54441r3mfOnDl4e3ubfsLD69eSB1qdHgUFOzsNDje5NlhyUhLTpr3Ik0/+HwD9+vXj448XmJ4/dOjgda9PvHCBoKAgJkycyKjRD3P0yJEKz3t6epCfX3Gnl8cee4xHHnmERx999KZitiW2XIfPpJYvpyOti7bOVuuxjF8UlkbVhHHFihX07NmT999/n0WLFnHPPfeYxpvVJYPBQEBAAJ9++ikxMTGMHDmSl19+mYULF17zmmnTppGbm2v6SUpKqsOI1VdaZpws4uhgDzX48puTk0Ns1850im7Pgw+OYMKEf/DYlaEDU6e9TG5uLl07d6JTdHvenzfvumVt2bKZ2C4xdIvtwvp163hs3PgKz9/euw/79++nY8eOpglMI0aM4PLly4wePboGr9Y22XIdjr+UDUCUTHixebZYj1Pz8knNL8Beo6F9SJDa4QgBqNwlPWfOHCZOnMiCBQuwt7dnzpw5zJ49mxdeeOGmy/Tz88Pe3t409q1ceno6QUFV/8MLDg7G0dGxQvdzq1atSEtLo6ysDCcnp0rXODs741xFN6k1adnkxsvgXEvKpVw83Z3x8XTFx6v6XX75hcXXfM7d3Z1PFv630vHpM16p8DjpSlfNI4+O4ZFHx1Q6f9v2nQA0aNCAPXv2VHhuz549DBgwoMrJT/WNLdTha4lPNyaMjQMbqByJqG22WI8PXnmPaxXoL8vpCIuhagvjqVOneOGFF0yJ2vPPP09+fj6Xrsx0vRlOTk7ExMQQFxdnOmYwGIiLi6N79+5VXtOzZ0/Onj2LwWAwHTt9+jTBwcFVJov1RXGp9po/RSVlADg7WcQw2GqZNWsW48aN49VXX1U7FFGL8opLSM8tAKCxv6/K0QhRc0eurNXYPkS6o4XlUDVhLCoqwsvrr9lfTk5OuLi4UFBQcEvlTpkyhc8++4yvvvqKEydO8NRTT1FYWGiaNT1mzJgKk2KeeuopsrOzmTx5MqdPn2b16tXMnj2bp59++pbisFUGg2KaIe3saD0J48yZM4mPj6dDhw5qhyJq0amLGQD4e7nj4WpbLU/C9hkUhaNpxoSxXfDN9wIJYW6qf9ovWrQIDw8P02OdTsfixYvx8/tr7bSaLqszcuRIMjIyeOWVV0hLSyM6Opq1a9eaJsIkJiZid9XOD+Hh4fzxxx8899xztG/fntDQUCZPnsyLL754i6/ONpVpjeMXHeztsbNXfd6UEBWcSDb2UDQOkO5oYX0uZOdQUFqGi4MDUX5Sh4XlUDVhjIiI4LPPPqtwLCgoiK+//tr0+GbWYQSYNGkSkyZNqvK5TZs2VTrWvXt3du7cWeP71EflE16cnW5+OR0haospYQyU7mhhfY6kGlfzaB0UgINsaSksiKoJY0JCgpq3FzfJlDBaUXe0qD/KE8ZIaWEUVqi8O7ptkHRHC8siX19EzShXtzBKwigsS1Gp1rSkTuMAaWEU1kVvMHAszfiFR8YvCksjn/iiRvQGA3qDAQ3gdBMtjJ7urrRu08b0eO7c+axe/Ruz57xV5flfL1nC8ePHmPPW29cs843XX6Ohnx9PPfV/5ObmMmhgfyZOfIJHx4zh//5vMlu2bAHAy8uLdevWVRgzK6zP8aT0az53KiUDRQFfd1d83F3rMCohbt35rGyKtTrcnRyJbOCjdjhCVCAJo6gR04Ldjg5o7Gq+XZWPjw+7du+tcKxnr15mia2oqIj7ht3LqFGjeWzcOJZ9/x35+fkcOXIEjUbD6dOnTXuFC9tUvv5ipLQuCitUvpxOm6BA7GX8orAwUiNFjZh7/OKWzZsZPWokAJs3baJLTEdiu8TQs0e3SucuX/Y9QwffQ1FRUaXntGVlPPTgA9zZrx+TnjFOkipfrL18H9bmzZvb3AK/oqKES5cBmSEtrNPRVFlOR1guSRhFjdzq+MXyrQFju3bmqSefqPDcBx/M562332HXnn2s+f2PCs999+1SvvnmG5b9sAI3t8o7y7w1ZzYhoaG89PJ007Hhw+9j2bJldO7cmalTp3Ly5EnTc4MGDSIlJeWmXoOwXKbxizJDWlgZrV7PiUvGNUTbSsIoLJDFdEmfO3eOL7/8knPnzvH+++8TEBDA77//TkREBG2uGvMmVKQopjUYbzZh/HuX9JbNm02/d+/egxkzXubUqZMMv+9+vL29AVj3x1r27d3Lz7/+hqtr1ePSevbqxeZNm0hOTiYsLAyA8IgITp06xfr161m/fj2xsbFs376dNm3amPaWFrajTKcnOSsXkBZGYX3OZ2VTqtPj5exMhI+32uEIUYlFtDBu3ryZdu3asWvXLlauXGna6eXQoUPMnDlT5ehEOa3OgEFRsNNocHQwf9V54V//ZuF/PyU/P58+t9/GxYsXAWjarBnZ2VlcuJBwzWv73tmPl16ezvB7h5CTk2M67urqytChQ/nwww959NFH+f33380et7AMSZk56A0Kni7ONPSs/v7mQliCE+mZALQM9DcNoxHCklhEwjh16lTeeOMN1q9fX2Hv5r59+8pi2hakvDvaydEBauEN7fy5c7Rv34EXp06jZatWXLiyTmeTJlF8sfgrHhk9isQLF655/aNjxnD/iAcY+cAISktLOXDgAGlpxkVwtVotJ0+eJCIiwuxxC8sQf2X8YmSgr3zgCqtz8kp3dMsAvxucKYQ6LCJhPHLkCMOHD690PCAggMzMTBUiElWp7fUXP/zwA2I6dqBr504EBwcT2+2viS/t23fggw8X8MAD93Pp0qVrljF12ks0a96ciRPGc+lSOoMGDaJdu3Z06NCB9u3b88ADDwAyhtEWJZjWX5TuaGFdFEW5KmH0VzkaIapmEWMYfXx8SE1NpXHjxhWOHzhwgNDQUJWiEn9XeovjFwGSLqZWeHx7797c3rs3APPmv1/p/EfHjDH93qNnz0pL8gBMn/FKhccfLfjY9PuwoUOqjEPGMNqe8iV1ZMFuYW1S8/LJKynF0d5O9o8WFssiEsaHHnqIF198kR9++AGNRoPBYGDbtm288MILjLkqYRDmoSgKJaW6G55XXKb96xqDQkFhCQpgMCgUl2qrvMbFyUG6A0Wd0+kNJGbmANLCKKzPyUvGnrSohg1xtLdXORohqmYRCePs2bN5+umnCQ8PR6/X07p1a/R6PaNHj2b69Ok3LkDUSEmpjr7jPqiVslf/9ylcnWVxbFG3LmbnotUbcHVyJMBHdvIR1kXGLwprYBEJo5OTE5999hkzZszg6NGjFBQU0LFjR5o1a6Z2aEIIK2Ca8BLgi520cAsrcyL9SsIYKOMXheWyiIRx69at9OrVi4iICJnFWgdcnB3Y8OWzNzzv6i7pzOx8ikq0+Hi64uV57T16XWppQsz1bNm8mYULP+bb75bVSvm//fYbzz//PAaDgRdffJEJEyZUOufpp59mxYoVhIeHs3dv5XGWI0aMICEhocrnxK1LkPGLwkrll5RyMTcPkBZGYdksYpZ03759ady4MS+99BLHjx9XOxybp9FocHVxvPGP818/Go0dzk4OeHu6Vjj+9x9bG7+o0+mYMmUKGzZs4MCBA7zzzjtkZWVVOm/06NHXnEizfv167GVcUq2Kly0BhZUq744O9fbCy8VF5WiEuDaLSBhTUlJ4/vnn2bx5M23btiU6Opp33nmH5ORktUMTgEFvQKfXA1fWYLxJFxIS6Nq5E488PIqOHdox8fHx6HSVJ998+ul/eW3Wq6bHs998gw8/eJ+8vDwG9r+b7t26Etu1Mxvi4ipd+8brr/HJJ3/Nkvbz++sb+9tvv02XLl1o37497777brVi3r17N23atCE0NBQPDw8GDhzIunXrKp3Xs2dPGjZsWOm4Vqtl9uzZMha3FhkMBhIyriSMgZIwCutSPuFFltMRls4iEkY/Pz8mTZrEtm3bOHfuHA888ABfffUVkZGR9O3bV+3w6r3y5XQcHeyxs7u1FsRjx47x3JQXOHDoCFqtlu++/bbSOffeO4xffl5levzzqp8Yft/9uLq6snzFj+zYuZuff/mNaVP/Xe37rlu3juTkZHbv3s2BAwdYs2YNR48eJSsri+jo6Cp/9Ho9KSkpFZZ2Cg0NNe1AUx1z585l7NixeHp6VvsaUTOpOfmUanU4OdgT4it/Z2FdTBNeAqU7Wlg2ixjDeLXGjRszdepUOnTowIwZM9h81V7DQh3mXLA7KiqKmJgYAEY8+CCrf/utwlqLAIGBgfj5+XPs2FGcnJxwc3cnLCyMsrIyXn5pGju2b8PO3p7Tp09TVlZWrfuuW7eO1atX87///Q+A/Px8Tp8+Tdu2bTl48OAtv66qXLx4kXXr1vHnn39y4To71IhbE59ubF1s5O+LnZ1FfAcWolq0ej1nM41DXFpJC6OwcBaVMG7bto2lS5eyYsUKSkpKuPfee5kzZ47aYdV7poTxFrqjy109xlGj0VxzzON9I0aw8scfcXJy4r777gfg++++o6iwkB279uDg4EB4aHClhNHBwQHFYPgr9tJSwNhtOXPmTMaOHVvh/KysLO68884qY9i3bx8hISEVWhQvXrxI165dq/VaDx48yPHjx2ncuDE6nY6MjAwGDRoki4abWfwlmfAirNP5rGy0egNeLs4Ee0nruLBsFpEwTps2je+//56UlBTuuusu3n//fe69917c3NzUDk0o5tnhpdzZs2c5cOAAHTt25McffqDvNZK1e+8dxuBBA3BwdOSHFSsByM/PIyAwEAcHB9asWV3l5JOIiAhTq3Tcn39SUFAAwN13382bb77JAw88gJubGwkJCfj6+tKwYcPrtjB27dqVo0ePcvHiRby9vfn999+ZMWNGtV7rPffcQ2qqcWebhIQERowYIcliLUi4JOMXhXU6kf7X+EVbmzAobI9F9N9s2bKFf/3rX1y8eJHffvuNUaNG3XKyuGDBAiIjI3FxcSE2Npbdu3dX67rvv/8ejUbDsGHDbun+tkKn12MwKGjQ4OR46zN927Rpw9z33qFjh3bY2dkx8qFRVZ4XGBhIw4Z+uLi4EBYWBsDIh0axbdtWusR0ZO3vvxMeXnkJpnuHDScpMdF4ztrfTRNRBgwYwPDhw+nWrRtt27blkUceoaSk5IbxOjg48N5773HHHXcQHR3N888/byrz6v2oH3vsMbp3787hw4cJCwvjhx9+uKm/j6gZRVFMe0hHSgujsDKyYLewJhpFURS1gzC3ZcuWMWbMGBYuXEhsbCzz58/nhx9+4NSpUwQEBFzzuoSEBHr16kWTJk1o0KABq1atqvY98/Ly8Pb2Jjc3Fy8vLzO8CvMqKSkhPj6exo0b41LNpRuKS7UUFpWScbkAZycHgv29bymGCwkJjB79ENu277ylcmrCGnadqer/jRr1ydLrcLnjSemm3y/lFvDs579gb2fHV888gIONLl/UOjxQ7RBqTK36ZOn1+Giqsf4qisK471eSV1LK7EF3yaLdFqBtcOV/Z5Zen+qSal3Sv/zyCwMHDsTR0ZFffvnluucOHTq0RmXPnTuXiRMnMm7cOAAWLlzI6tWr+eKLL5g6dWqV1+j1eh5++GFmzZrF//73P3Jycmp0T1tlzvGLQphb/JUFuyP8vG02WRS2KTUvn7ySUhzt7Yjyk+EUwvKplgUMGzaMtLQ0AgICrtv9q9Fo0F9ZA7A6ysrK2LdvH9OmTTMds7Ozo1+/fuzYseOa17322msEBATw+OOPm2bSXk9paalpQgUYv4XYInOOX2wUGVmpdXHkg8YdUK72+Rdf0rZtu1u+n7g+W6jDsmC3sNZ6fOJKd3RUw4Y4ypcdYQVUSxgNV81kvfr3W5WZmYlerycwsGLTcmBgICdPnqzymq1bt/L555/XaHmVOXPmMGvWrFsJ1fIpCmVlxmTdHAljVZYtX1Er5Yobs4U6XD5DOlImvNRb1lqPT5omvMj4RWEdLGLSy5IlSyp8QyxXVlbGkiVLavXe+fn5PProo3z22WcVdgW5kWnTppGbm2v6SUpKqsUozacmQ1bLtHoUFOzsNNLdV4vUGkZsrXW4nKIopi5pWVKn/rLWevzXgt0ydlFYB4sYmDZu3DgGDBhQaUJKfn4+48aNY8zfFna+Hj8/P+zt7UlPT69wPD09naCgoErnnzt3joSEBIYMGWI6Vt7i6eDgwKlTp4iKiqp0nbOzM87OztWOS22OjsZ9njMyMvD3r94SDgUFRRj0WpzsHSgtu/GMYkukUao/nEENiqKQkZGBRqPB0bFuJ+hYWx3+u8sFxeQVl2Kn0dDIz0ftcIRKrLEe55eUcjHX2HUuLYzCWlhEwqgoSpUJTHJyMt7eNZuZ6+TkRExMDHFxcaaxkQaDgbi4OCZNmlTp/JYtW3LkyJEKx6ZPn05+fj7vv/8+4eHhNbq/pbK3tycsLIzk5ORKYwav5XJuEaVlOlxdHCnMc6rdAGuJo4Plt4xqNBrCwsKwl1bcGom/sn90aAOvW9rjXIi6Vt66GOrthVc1V60QQm2qvst27NjRtNvHnXfeiYPDX+Ho9Xri4+MZMGBAjcudMmUKY8eOpXPnznTt2pX58+dTWFhomjU9ZswYQkNDmTNnDi4uLrRt27bC9T4+PgCVjls7Dw8PmjVrhlarrdb5c99YTsblQsYM7UpLX5/aDa6WNA63/G/vjo6OkizehITy7mgZvyiszMlLfy3YLYS1UDVhLG8BPHjwIP3798fDw8P0nJOTE5GRkdx///01LnfkyJFkZGTwyiuvkJaWRnR0NGvXrjVNhElMTKy3e87a29tXKzkpKCrl6Dnjt+CwYD/s7C1/PcOqVHfNSWF9ymdIy4Ldwtr8NX7R8r/QClFO1YRx5syZAERGRjJy5EizfrhPmjSpyi5ogE2bNl332sWLF5stDmt14nwaAH6+7nh5SNIlLM9fe0hLC6OwHlq9nrOZxm1NW0kLo7AiFjHwZ+zYsWqHUC+dPJ9+zec27z4LQOMw+QYsLE9eUQlZ+UWAtDAK63I+Kxut3oCXizPBXp5qhyNEtVlEwqjX65k3bx7Lly8nMTGRsrKyCs9nZ2erFFn9dS7JOMYmygrGAIr6p7w7OtjXE1cn6xwuIeqnE+nl+0dXb7UKISyFRQzkmzVrFnPnzmXkyJHk5uYyZcoU7rvvPuzs7Hj11VfVDq/eURSF81cSxibSwigsUIJ0Rwsr9deEF3lvFdbFIhLGpUuX8tlnn/H888/j4ODAqFGjWLRoEa+88go7d+68cQHCrDIvF5JXWIK9vR2NQqS7T1iec7Jgt7BCiqJw8koLYytZsFtYGYtIGNPS0mjXzrh3sIeHB7m5uQAMHjyY1atXqxlavXQ+2fgNOCLIV9a3ExbpXJpx0kDTYGmlEdYjPvsyeaWlONrb0aShtI4L62IRCWNYWBipqakAREVFsW7dOgD27NljdSv424Ly8YtNZPyisECXC4rJyi9Co9FIC6OwKvuTUwBo5tcQR1l7VVgZi2g+Gj58OHFxccTGxvLMM8/wyCOP8Pnnn5OYmMhzzz2ndnj1znmZ8CIs2Ln0LJwd7Ggd4oeTHRh01VuI3pqVlFj+1pyyAP2N7UsyJozlC3YrBgOKQQ/qbCcvrqYxTsCVOnxtFpEwvvXWW6bfR44cSUREBDt27KBZs2YV9ngWtU+r03MhxTg+TBJGYYmyc3KZPqATfp5uGApy1A6nTsTH56sdwg2Vb3F59QYMoqLyFsaWgf4Yykox5OUhE6Utx5nCAqnD12ERCePfde/ene7du6sdRr2UmHoZnd6Ah5sz/g3kH42wLHq9nlYNXfH39SHAPwAPV+vc47ymXCx86SBFUcjIyCA5OZlmzZpJK00VsgqLiM82LgfV0r8hhrw8vDw98G3QAA2SNapNQSE/J0fq8HWoljD+8ssv1T536NChtRiJuNrV3dGyRpiwNKWlZTja2+Ho7omnh1u9mZRl6QkjgL+/PwkJCWi1WvmwrcK+K62L4T7euDnYo2jAt0EDXFxcVY5MlHPxd5Q6fB2qvduW7yN9IxqNBr1eX7vBCBOZ8CIsWcrlXBQFNICjg7yhW5L6+AXzaOq1d8v6u3UnzwBXltO5MmZRWhYtS32swzWh2ixpg8FQrR9JFutW+ZI6Mn5RqOV4Uvo1f7aeSADAycFetTd3TzdXunXtQqcO7enRLZYvPv/crOWnpKQwbuwYAA4dOsif69ebtXyhjhOX/trhxRJIPRY1VT/6c0S15OYXk5FdgEYDjUMbqh2OEJUkZuQQHuGLk8Nfb10nki+ZrfxWYQE3PMfHx4edu/cAkJSYyIMPjEBRFB6fMMEsMYSEhPDlV0sAOHzoMMePHWPIPYPMUrZQR6lOR3yWcfzitRbsPp5mvnrcOsgy63G/u+4yS9lCHRaxDuNrr7123R9RN04nGN+wwgJ9casnkwmEdUnMMH7oOjlaxFsX4RERvPX2f/j0vwsBKCws5B8THqdXj+706BZL3J9/AvDG66/x1JNPcNedfWndogU/LF8GGFth+vbpTWznGLrGdOLIkcNcSEigZ/du6PV6Xn9tFt8u/Ybo6GjWrFlDy5YtTRsb5Ofn06RJE3Q6nTovXlTb2cwsdAYDvq6uBHi4qx1OJXVVj2O7dGbt778T3a5thXrcukULqcdWwCJaGH/66acKj7VaLfHx8Tg4OBAVFcUrr7yiUmT1y+kLxoSxeeSNv50KUddKtDouXs4DwNnBciaBRHfsyJnTpwF4+605DBw0iE8XfU5mZib97ujDgcNHAIg/f541a/8gKTGRoYMH88CDI/lh2TJuu/12Zr32OjqdjrKyMjIuGf8d2tvbM+OVmRw/doz58+YCsHPnTpYvX87EiRNZsWIFw4cPx8HBIt7GxXWcuGo7QI1GY5HLLtZFPZ7z9tsA7N69ix9XrGD844/z08qVDL33XqnHVsAi/g8dOHCg0rG8vDwee+wxhg8frkJE9VN5C6MkjMISnUvNQm9QsLfTYG9nOYPTFeWvj/+4P/9k7Zo1vDVnDgCFRUWkpxsnRgwcOAhHR0eaREWRm5sDQEznzkx4fDwODg4Mv+8+2rZtd917PfbYY4wdO5aJEyfy9ddfM3/+/Fp5TcK8yhPGlgGWOza8Luvxo4+OYeKExxn/+ON89+1S/vPuu7XzooRZWUa/ThW8vLyYNWsWM2bMUDuUeqGopIykNGN3X/NGljEoW4irnUwxfqFxsLDlLg4fOkTzFi0A42S+FSt/Yteevezas5cz584TFBQEgFMV25z2uu024jZuIjg4hMcefZTffv31uvdq0qQJDg4ObNiwgdzcXNq3b2/+FyTMSm8wmBLG6owtVEtd1uPGV+rxpo0byc3NpV07qcfWwGITRoDc3FzTOAdRu85eyEBRIKCBBz5ebmqHI0Qlpy4aP3Qd7S3nbSs5KYlpU1/kyaf+D4B+/frx8YIFpucPHTp43esTL1wgKCiICRMnMurhhzl69EiF5z09PcjPr7jLy2OPPcYjjzzCo48+ap4XIWrVuaxsSnQ6PJyciGxgmXufq1GPH3n0UcaPe4zRox82z4sQtc4iuqQ/+OCDCo8VRSE1NZWvv/6agQMHqhRV/SLjF4Ul0xsMnE7JxMfVUfX1F3Nycojt0hltWRkurq5M/McTPDZuHABTX3qZF56fQteYTuh0OqI7duSLxV9ds6wtWzYzf+5cHBwd8fHxYfGSrym9at/o23v34d133qFjx468+eabDBo0iBEjRvDkk08yevToWn+t4tYdTTW+t7YOCsDOgtb5U6Med+vahVdnvcaAgQMZft/9PDtpEg8+9FCtv1ZhHhaRMM6bN6/CYzs7O/z9/Rk7dizTpk1TKar6pXz8YrNGkjAKy5OYmUOJVoertyv2dhVbGKuzFI455RcVX/M5d3d3Pln430rHp8+oOHEvKSUVgEceHcMjj46pdP62HTsBaNCgAVu378D1qp1e9uzZw4ABAwgIkH+r1uBomnHsX9sbdEfXdXe1GvX4avv27uWuu++WemxFLCJhjI+PVzuEeq1MqyM+OQuAFo0DVY5GiMrKu6Mj/X3r9d4Ys2bNYvHixaxatUrtUEQ16AwGTl4Zv9gmWN5by735xut8s+Rrlq34Qe1QRA1YzmAgM1uwYAGRkZG4uLgQGxvL7t27r3nuZ599xm233Yavry++vr7069fvuufbmjMXMtDpDfh6uRHQwEPtcISopHxx7saBDVSORF0zZ84kPj6eDh06qB2KqIZzmVfGLzo70cjXR+1wLMbL02dw4vRp2reXemxNLKKFsaSkhA8//JCNGzdy6dIlDAZDhef3799fo/KWLVvGlClTWLhwIbGxscyfP5/+/ftz6tSpKpu/N23axKhRo+jRowcuLi68/fbb3H333Rw7dozQ0NBbem3W4NhZY7dCm6ZBspemsDgGReFYkrFbr2mQ7EAkrEd5d3SbQMsavyjEzbCIhPHxxx9n3bp1jBgxgq5du95y0jJ37lwmTpzIuCsDeBcuXMjq1av54osvmDp1aqXzly5dWuHxokWL+PHHH4mLi2PMmMrjMmzN8XNpALSOClY5EiEqu3DpMgUlZbg6ORDh5wNFeWqHJES1HEu9Mn5RuqOFDbCIhPG3335jzZo19OzZ85bLKisrY9++fRUmy9jZ2dGvXz927NhxnSv/UlRUhFarpUGDa3d/lZaWUlpaanqcl2edH2L5hSUkpmYD0DoqSOVoRF2yljp8JPHKF5qwQOzs7DDc4HxRv1hqPdbq9Zy4ZBy/2DZIEkZh/SxiDGNoaCienp5mKSszMxO9Xk9gYMV/oIGBgaSlpVWrjBdffJGQkBD69et3zXPmzJmDt7e36Sc8PPyW4lbLifPpKAqEBfrg7emqdjiiDllLHT56JWFsGyFfaERlllqPT6ZnUKrT4+PqQoSvt9rhCHHLLCJhfO+993jxxRe5cOGC2qHw1ltv8f333/PTTz/h4uJyzfOmTZtmWlg8NzeXpKSkOozSfI5fGb/Yuql8GNc31lCHy3R6Tl6ZId02wjJaaTzdXInt0tn0s23rVl6qYqhLua+XLGHaiy9et8w3Xn+NTz7+GDBuWNCzezcWf/kler2eyc88Q9u2bWnbti09evSgoKDArK/H2llqPT5w0fje2jE02CLHhqtRjzt3jKZzx2ju6H271GMrZBFd0p07d6akpIQmTZrg5uaGo6Njheezs7OrXZafnx/29vamfS/Lpaenm7Y2upZ3332Xt956iz///POGW245OzvjXMUWSdZEURSOnEkBZPxifWQNdfhMSiZlOj0+7i6ENfRG0evUDgkfHx927dlb4VjPXr3MUnZRURH3DbuXUaNG89i4cSz7/jsKCvI5cuQIGo2G06dPV3p/rO8stR6XJ4zRoZb53qpGPd6z/wAajYYzUo+tkkW0MI4aNYqLFy8ye/ZsPvzwQ+bNm1fhpyacnJyIiYkhLi7OdMxgMBAXF0f37t2ved1//vMfXn/9ddauXUvnzp1v+rVYk6TUy2TnFuHkaE+rJpbReiPE1fbHXwSgfSPLbKUB2LJ5M6MfGgnA5k2b6NKpI7GdY+jZvVulc5cv+56h99xDUVFRpee0ZWU89MAD3NmvH5OefRaA9LR0AgP/Wr2gefPmFpkciYqyi4q4cDkHDdAhxDp6b+qyHjeTemyVLKKFcfv27ezYscNsa4tNmTKFsWPH0rlzZ7p27cr8+fMpLCw0zZoeM2YMoaGhzJkzB4C3336bV155hW+//ZbIyEjTWEcPDw88PGx3XcKDJ5MBaNM0GCdHi6gKQlSw75wxYezUxHKWtyrfUg2gU0wMo0b9tUXfB+/P563/vMOd/fqRm5tb4brvvl3Kd99+x7IVK3B1rTxe+K05sxk6bBgvvTzddGz4ffdxZ987+N+WzfTr14/HHnuMli1bAjBo0CAWLVpESEhIbbxMcQsOXjR+hkT5NcDrOkOb1KRGPd68eRN9+/blkUfH0OJKPR42dCgfL1wo9dgKWESW0LJlS4qLr71NUU2NHDmSjIwMXnnlFdLS0oiOjmbt2rWmiTCJiYnYXbW92CeffEJZWRkjRoyoUM7MmTN59dVXzRaXpTlwJWGMbhmmciRCVJaSnUdaTj4O9nZ0iLScbr2/d+Vt2bzZ9Hv3Hj2YMf1lTp08yfD778fb2zjZYd0fa9m3by8///pblR+yYOwO3LxxE8nJyYSFGf9NhkdEcOjIUbZu3sT69euJjY1l+/bttGnThjVr1tTiqxS34qCFd0eDOvU47s8/2RAXR+/berFh82Zat27Dql9+qcVXKczJIhLGt956i+eff54333yTdu3aVRrb4OXlVeMyJ02axKRJk6p8btOmTRUeJyQk1Lh8a5eRXUDCRePY0A4tLKf1Rohy+84Zv9C0DguosJeyJXvhX//m7v79+X3NGvrcfhsbNhk/hJs2a8a5s2e5kJBAy1atqry27539GHrvMIYPHcL6DRvx8fEBwNXVlaFDhzJ06FAUReH333+nTZs2dfWSRA3pDAZTwtgx1DpbzWqrHg8eMoTBQ4agKArr1v5B69ZSj62JRSSMAwYMAODOO++scFxRFDQaDXq9Xo2wrN7J8+nXfG7j7tMANAn3k+V0hEXad97yuqNv5Py5c7Rv34H27Tuwfdt2Llz5MtqkSRQvz5jBI6NHsXLVz0Q0alTl9Y+OGcPFi8mMfGAEv/y2muPHjxMcHEzjiHC0Wi0nT57k9ttvr8NXJGrqeNolCsrK8HJxprm/de5MVFv1OCgoCK1Wy+lTp+h1m3km2Ii6YxEJ48aNG9UOod7ZfcS4hFGn1paxZpkQV8suKOLUleV0YqKsZ8jEhx98wJbNm7C3t6dT587EduvGuXPnAGjfvgMffLSAB0bcz6+r11S5TSnA1GkvkZyUzMTHx/PwI4/yf08+gV6nQ6/XM2DAAB544AFAxjBaql2JxpbxLuFh2NtZxLzSGquteqzTatHr9dx1d3/uu984BEzGMFoPjaIoitpB2IK8vDy8vb3Jzc29qS702nCtFsbLeUU8/5+VKAq888Iw/Hxtd2JPSyud/a1GfbKUOnw8KZ01+0+yZNN+mgX78fqou03PGXRaDAU5RDRqhLOFTiaoDdbQJV9SUkJ8fDyNGzfGxcVFtfpUl/c9mlrxPVZRFP6x/Geyiop4qV9vOodX3Tpu0GpR8nJoFFG/6rGl0xj0FeowWM77oiWwiBbGLVu2XPd56YIxrz1HLqAo0DTC36aTRWG9tp1IAKBny6q7vISwRGczs8kqKsLFwYH2wdaxnI4Q1WURCWOfPn0qHbt6zTUZw2heuw4nABDbXj6MheVJu5zPufRsNBoN3ZpHXPM8RVEo0Zp/IW8XRweLXfNRWLadF4y7zHQMC8bJwb5a1yiKQnEt1GNXqcfCzCwiYbx8+XKFx1qtlgMHDjBjxgzefPNNlaKyTSmXcjmfnIVGo6FLW0kYheX534l4wLgVoI/7tSdklWh19JnxX7Pff9PrT1hFF7CwLAZF4X/nEwDo1bj6763FWh3dPzB/Pd7x7BO4ST0WZmQRCWP5Gk9Xu+uuu3BycmLKlCns27dPhahs0+Y9ZwDjUjoyO1pYGq1ez4YjxsH1d7RponI0QlTfifRLZBYW4ebkSEyY9czsF6K6LCJhvJbAwEBOnTqldhg2o0yrY9uB8wD06dpM5WiEqGzLsXguFxbj5epMl6bXn8Hv4ujAptefMHsMLirterRl82YWfvIx336/rFbK/+2333j++ecxGAy8+OKLTJgwocLzRUVF3H///cTHx2Nvb8+TTz7JM888U+GcF154gcWLF5OZmVkrMVqzzecSAOgRGVHt7mgwdh3veNb89djVRuvxmtWrmfbivzEYFKa88ALjxo+vdE5WVhZP/mMiZ06fxs7OjhUrf6JJVBTnz53j0UceJjcnlzv69uWDjz6SbvsasIiE8fDhwxUeK4pCamoqb731FtHR0eoEZYP2HE2ksLiMhj7utGtmuTsQiPpr+bZDANzRNgrHG3zoajQa6TquJp1Ox5QpU9i4cSPe3t7ExMQwfPhwGjasuE7g1KlT6d27NwUFBXTu3JmBAwfStGlTAI4fP27aNlVUVKrTsT0hEYDeUZE1ulaj0UjXcTXpdDqm/vtf/L5uPd7e3vTsFsvQe++tVI//9fwURjzwACMfGkVRURHli8FMf/klXp4+g0H33MPoh0by+5o1DLrnHjVeilWyiEWioqOj6dixI9HR0abfBw0aRFlZGYsWLVI7PJugKApr/3ccMLYu2lnp+mDCdh1PSmfH6UQ0Gg13tm+qdjjXdCEhga4xnXhk9Cg6tm/HxMfHo9NVnrTw6X//y2uzXjU9nv3mG3z4/vvk5eUxsP/ddI/tSmyXzmyIi6t07Ruvv8YnH39seuzn52f6/e2336ZLly60b9+ed999t1ox7969mzZt2hAaGoqHhwcDBw5k3bp1Fc5xc3Ojd+/eAHh4eNCiRQtSU1NNz//73/9m9uzZ1bpffbM1/gJFZVoCPNxpFVj1uoSWRo16HB7yV0PFe+++Q68e3eka04n5c+dWK+a9e/bQqnVrUz2+u/8A4v5cX+Gc3Nxc9u/bx8iHRgHGeu3u7o6iKOzcuZOBgwYB8NCo0axZvbpa9xVGFtHCGB8fX+GxnZ0d/v7+pnWQxK07dOoiyek5uDg70rdrc7XDEaKST9fvAoxL6QR4W/ZyT8eOHeOTTz8jJiaGx8Y8ynfffsujY8ZUOOfeYcO4Z0B/Xpn5KgA///QTP676GVdXV5av+BFPT0/S0tK4d/A97NpbvXHa69atIzk5md27d2MwGLjrrrsYMGAAwcHBlXbKKrdv3z5SUlIIDf1rXF1oaCgXL1685n2SkpI4fPgwnTp1AmDZsmV07tyZiIhrz1qvrxRFYe0J49jwu1s0w86KujjVqsd/rl/PxeSL/G/bdgwGA4MHDeSu/ncTFBTMoAH9q7xm+85dpKamEBLyVz0OCQkh5WJKhfMSEuJp6OfHuLFjOHHiBLff3pvZb71FTk4ODXx9TV3QIaGhpKRUvFZcn0UkjI2usb2QMA9FUfht81EA7ujaDDdXJ5UjEqKi0ykZbDhyDo0Ghsda/v6yUVFRxMTEADDigQdZvfq3Sh+0gYGB+Pn7c+zYUZwcnXBzdycsLIyysjJenjaNHdu3YWdvz+nTpykrK6vWfdetW8fq1av53//+B0B+fj6nT5+mbdu2HDx40CyvrbS0lJEjR/LOO+/g7u5OYWEhH3zwAX/++adZyrc1ZzKzOJeVjaO9Hf2aW9dELbXqcdyff7L299/Ztm0rAAX5BZw5c4Y2bdqya8/eW3pNOp2evXv2MHf+fNq1a8+E8eNY8tVXDL333lsqV6icMG7YsIFJkyaxc+fOSiuo5+bm0qNHDxYuXMhtt92mUoS2Yf/xJM4lZuLoYM/dPVqqHY4QlXy8dgcA/aObE9qg8qoJlubqgfIajeaaA+fvu38EK3/8EScnJ+67734Avv/uO4qKCtmxew8ODg6EhwRX+qB1cHBAMRhMj0tLSwEwGAzMnDmTsWPHVjg/Kyvrui2MISEhFVoUL168SNeuXSudqygKY8aMYdCgQYwYYdy67fz585w9e5ZWrVoBxmXQ2rdvX2nseX31y9GTgHGyi5eV9YqpWY9fmv4yjzxaMTnNysq6bgtjcHAIKSl/1eOUlBQ6d+lc4byQkBAiIyPp0CEagMFDhrBl8xbGjR9P9uXLKIqCRqMh5eJFgoNlLH9NqJowzp8/n4kTJ1a53Y63tzdPPPEEc+fOlYTxFuh0epb/cQCA/r1a4ePlpnJEQlS049QFNhw5h72dhifu7kZpLSxibG5nz57lwIEDdOzYkR9X/EDfayRr9w4bxuCBA3BwdOSHH1cCkJ+XR0BAIA4ODqxZvZqsrKxK10VERLB582bA2BpTUFAAwN13382bb77JAw88gJubGwkJCfj6+tKwYcPrtjB27dqVo0ePcvHiRby9vfn999+ZMWNGpfOmTZuGm5sb06dPNx1r164d6el/bYHn5+cnyeIVSTm57Lgy2WVY29YqR1NzatXjO/v14z9vv8V994/Azc2NCwkJ+Fypx9drYezcpQvHjx031eN1f6xl6ksvVTgnODgY/4AAEuLjiWzcmC2bt9CiZUs0Gg1du3Y1TXRZ9v13jH74kZv6u9VXqs58OHToEAMGDLjm83fffbeswXiL/th+kktZ+Xh5uDDodsvv6hO27XhSeoWfA+cv8uoy46D1uzs0t4pkEaBNmzbMffcdOrZvh52dnWmA/d8FBgbS0M8PFxcXwsLCABg5ahTbtm2lS6eOrP39d8KrGBd477DhJF1INJ1TPgt0wIABDB8+nG7dutG2bVseeeQRSkpKbhivg4MD7733HnfccQfR0dE8//zzpjIHDRpESkoKycnJvP322+zevds0AfGPP/642T9RvbDi0FEUIDYijEYNfNQOp8bUqsd39+/P0KH30ue2XnTuGM34cY9Vux7PefttBt59F926dOHZfz5nKnPY0KGmMYlvv/Muox4aSZdOHcnPz2P8448D8Mabs3nj9ddo07IlPj6+pgkwono0Svl8cxW4uLhw9OhR07INf3f27FnatWtHcXFxHUdWc5a4QfmfO04xa8EadHoDj9/fnV6dotQOqc61bBKodgg3RY36VBf3PJ6UXuHx4g17WXvwNL7urrw79h7cXa4/vtag02IoyCGiUSOcVer+u5CQwOhRD7Ftx846u6c1LB9UUlJCfHw8jRs3xsXFRbX3xLq676GUNB5Y/B0A7w4dQJOGDap9rUGrRcnLoVFE/arHlk5j0Feow2CZn+1qUbWFMTQ0lKNHj17z+cOHD8sYg5tUUqrlsx+2odMb6NAilJ4drWswtrB9O08nsvbgaQCe7B97w2RRCEthUBRe+2MDAH2iGtcoWRTCWqk6hnHQoEHMmDGDAQMGVFpCp7i4mJkzZzJ48GCVorNeiqLw+idrSUy9jIebM2OHxcpq9sKinEvLMk10GdSpBR0iQ1SOqPoaRUZWapUZ+cAIEhISKhz7/Msvadu2XR1GJurK0n2HOJKajqujA492jlY7nJsi9VjUlKoJ4/Tp01m5ciXNmzdn0qRJtGjRAoCTJ0+yYMEC9Ho9L7/8spohWh1FUZj31UY27DqNvb0dzzzcG1+Z6CIsyNnUTOas3EiZTk+HyGAevr1jjctQUG0kTZWW/bBC7RBUp+LoJrM4mpp+45OAC9k5vB23BYCHO3XA18215je78v1d6rFlsfY6XNtUTRgDAwPZvn07Tz31FNOmTTP9z9JoNPTv358FCxYQGGidY9DUUKbV8c4Xcfy26SgaDTw2LJbmkdax64CoH3aeTmThHzsp0epoEeLP5Ht6YV+DXYc0dvYYgMtZ2fg2bICG+tFyrjHo1Q7huhRFISMjA41Gg6Oj5Y+3vFmXi4qZHbeZMr2eTqHBDGx1c5sgaOzsMShwOTsb3wb1px5bMgWF/Jwcm6/Dt0L1hbsbNWrEmjVruHz5MmfPnkVRFJo1a4avr6/aoVmVU/HpvP35n5w4l4ZGAy8/0Z+ocH+1wxICgNzCEj5YvZUfdhwBoE14IP+693ZcajiZQ2Nnh4O7F3kFeaYlOuqDG+2rbQk0Gg1hYWHY21t+rDcjq7CI19dtJKOgkGAvT569vftND/XR2Nlh5+VFXl4e+fWoHls6ZwcHm67Dt0r1hLGcr68vXbp0MVt5CxYs4J133iEtLY0OHTrw4YcfVrlQbbkffviBGTNmkJCQQLNmzXj77bcZZOFT7k+eT+dyXhG/bjzKpj1nUBQFNxcnnniwpySLos79fQY0QFZ+EX8ePsP6Q2coKDEu6ju0S2tG9mxfo5bFq9k5OuPo1RDFwlvdzKlxsN+NT1KZo6OjzX7QHku7xPtbtpNZWISvqyvT7+pzy4t02zk5o2lwpR5LT6j6NNAsJNhm67A5WEzCaE7Lli1jypQpLFy4kNjYWObPn0///v05deoUAQGVu2i3b9/OqFGjmDNnDoMHD+bbb79l2LBh7N+/n7Zt26rwCq5NURQyLxey+8gF1mw5xsGTyRgMxnebru0aMXJgJxp4u6scpaivDAYDqTn5HE1M52B8CocSUjFcGWoS3tCbx/p2pk34rQ8z0djZobnJhNMa/X1SoKgbSTm5rDpygk1nz6MAIV6evHL3HQR4mmev8/pWjy2dJIvXp+o6jLUlNjaWLl268NFHHwHGD7Hw8HCeeeYZpk6dWun8kSNHUlhYyG+//WY61q1bN6Kjo1m4cGG17mnOtZryC0tIuJhNfmEJeQUlXMrOJzH1MhdSsrmQkk1+YWmF85s18ue+fh1o2STolu5ri2Qdxrq55zurNrP9ZAJJWbmU6Sq2/LUKDaB/x+Z0aRp2062K9V1rMyTZdc1a1mFUFIXLRcVsi08kq6iIrMIiknNy2Z+cQmr+X93FdzaLYlzXTrhZwZqY4ua0Da7870zWYfyLzbUwlpWVsW/fPqZNm2Y6ZmdnR79+/dixY0eV1+zYsYMpU6ZUONa/f39WrVp1zfuUlpaa9sVUFMW0wnxeXt4tvgLYfuA8Mz5cfc3nNRoID/SlbbNgOrYOJyzAB4CC/Pxbvretycu7iRmMFqC8HtXm97mr6zAY92+/+t41sf/0eU4npgHg5GBPk0Bf2kYE0yEymLCGxr2hiwsLzRB1/WSN9bgu6jDcej1OupzD0M+XVvmcg50dHUICGdq2FU39GmIoLaGg9MY7kgjrlOde+d9ZXdVja2BzCWNmZiZ6vb7S7OrAwEBOnjxZ5TVpaWlVnp+WlnbN+8yZM4dZs2ZVOh4eHn4TUdfcHmBlndxJqCk/Px9vb+9aKbs26/BBpH4Ko9qsw1D778WngR/MUpKwZrVdj62BzSWMdWXatGmmVklFUcjLy0Or1dKwYUObXiQ7Ly+P8PBwkpKS6n3zvDlc6++pKAr5+fmEhNTegtZX12EwDt3Izs62+ToMUo/Nraq/Z13UYZB6LPXYfNSsx9bA5hJGPz8/7O3tSU+vOGMzPT2doKCqx/gFBQXV6HwAZ2dnnJ2dTY/r2zcPLy8veYMyo6r+nrVdp/5ehwF8fHxq9Z6WRuqxef3971kX74tSj6Uem5sa9dga2NwIdCcnJ2JiYoiLizMdMxgMxMXF0b179yqv6d69e4XzAdavX3/N84UQQggh6hOba2EEmDJlCmPHjqVz58507dqV+fPnU1hYyLhx4wAYM2YMoaGhzJkzB4DJkyfTu3dv3nvvPe655x6+//579u7dy6effqrmyxBCCCGEsAg2mTCOHDmSjIwMXnnlFdLS0oiOjmbt2rWmiS2JiYnYXbW8R48ePfj222+ZPn06L730Es2aNWPVqlUWtwajJXB2dmbmzJmVuoDEzZG/pzrk725e8vdUh/zdzUv+ntdnk+swCiGEEEII87G5MYxCCCGEEMK8JGEUQgghhBDXJQmjEEIIIYS4LkkYhRBCCCHEdUnCKFSh0Wh49dVX1Q5DCCHELdq0aRMajYYVK1aoHYqoRZIwipu2ePFiNBoNe/fuVTsUIUw+/vhjNBoNsbGxaodyUz7++GMWL16sdhjiJhw5coQRI0bQqFEjXFxcCA0N5a677uLDDz+stXumpKTw6quvcvDgwVq7hxAgCaMQwsYsXbqUyMhIdu/ezdmzZ9UOp8YkYbRO27dvp3Pnzhw6dIiJEyfy0UcfMWHCBOzs7Hj//fdr7b4pKSnMmjVLEkZR62xy4W4hRP0UHx/P9u3bWblyJU888QRLly5l5syZaocl6oE333wTb29v9uzZU2kv60uXLqkTlI0pLCzE3d1d7TDqLWlhFGbTp08f+vTpU+n4Y489RmRk5DWv27hxIxqNhp9++qnSc99++y0ajYYdO3aYMVJhq5YuXYqvry/33HMPI0aMYOnSpRWeLx9rtWnTpgrHExIS0Gg0lVr2fvjhB1q3bo2Liwtt27blp59+qlSfa1JmWloa48aNIywsDGdnZ4KDg7n33ntJSEgAIDIykmPHjrF582Y0Gg0ajabKf1PC8pw7d442bdpUShYBAgICKjz+5ptviImJwdXVlQYNGvDQQw+RlJRU4Zw+ffrQtm1b9u3bR48ePXB1daVx48YsXLjQdM6mTZvo0qULAOPGjTPVmavr3K5duxgwYADe3t64ubnRu3dvtm3bVuFer776KhqNhtOnT/PII4/g7e2Nv78/M2bMQFEUkpKSuPfee/Hy8iIoKIj33nuvyr+BXq/npZdeIigoCHd3d4YOHVrpddU0puPHjzN69Gh8fX3p1atXlfcVdUMSRqG6Pn36EB4eXunDHYwJQFRUFN27d1chMmFtli5dyn333YeTkxOjRo3izJkz7Nmz56bKWr16NSNHjsTR0ZE5c+Zw33338fjjj7Nv376bju/+++/np59+Yty4cXz88cc8++yz5Ofnk5iYCMD8+fMJCwujZcuWfP3113z99de8/PLLN30/UXcaNWrEvn37OHr06HXPe/PNNxkzZgzNmjVj7ty5/POf/yQuLo7bb7+dnJycCudevnyZQYMGERMTw3/+8x/CwsJ46qmn+OKLLwBo1aoVr732GgD/+Mc/THXm9ttvB2DDhg3cfvvt5OXlMXPmTGbPnk1OTg59+/Zl9+7dlWIbOXIkBoOBt956i9jYWN544w3mz5/PXXfdRWhoKG+//TZNmzblhRdeYMuWLVW+ttWrV/Piiy/y7LPPsn79evr160dxcbHpnJrG9MADD1BUVMTs2bOZOHHi9f8niNqlCHGTvvzySwVQ9uzZoyiKovTu3Vvp3bt3pfPGjh2rNGrUqMIxQJk5c6bp8bRp0xRnZ2clJyfHdOzSpUuKg4NDhfOEuJa9e/cqgLJ+/XpFURTFYDAoYWFhyuTJk03nbNy4UQGUjRs3Vrg2Pj5eAZQvv/zSdKxdu3ZKWFiYkp+fbzq2adMmBahQn6tb5uXLlxVAeeedd677Otq0aVPlvyNh2datW6fY29sr9vb2Svfu3ZV///vfyh9//KGUlZWZzklISFDs7e2VN998s8K1R44cURwcHCoc7927twIo7733nulYaWmpEh0drQQEBJjK3bNnT6W6qyjG+t+sWTOlf//+isFgMB0vKipSGjdurNx1112mYzNnzlQA5R//+IfpmE6nU8LCwhSNRqO89dZbpuOXL19WXF1dlbFjx5qOlf8bCA0NVfLy8kzHly9frgDK+++/f9MxjRo16hp/cVHXpIVRWIQxY8ZQWlpaYVmGZcuWodPpeOSRR1SMTFiLpUuXEhgYyB133AEYl24aOXIk33//PXq9vkZlpaSkcOTIEcaMGYOHh4fpeO/evWnXrt1Nxefq6oqTkxObNm3i8uXLN1WGsFx33XUXO3bsYOjQoRw6dIj//Oc/9O/fn9DQUH755RcAVq5cicFg4MEHHyQzM9P0ExQURLNmzdi4cWOFMh0cHHjiiSdMj52cnHjiiSe4dOnSDVu6Dx48yJkzZxg9ejRZWVmmexUWFnLnnXeyZcsWDAZDhWsmTJhg+t3e3p7OnTujKAqPP/646biPjw8tWrTg/Pnzle45ZswYPD09TY9HjBhBcHAwa9asuemYnnzyyeu+TlF3ZNKLsAgtW7akS5cuLF261PTmtHTpUrp160bTpk1Vjk5YOr1ez/fff88dd9xBfHy86XhsbCzvvfcecXFx3H333dUu78KFCwBV1r2mTZuyf//+Gsfo7OzM22+/zfPPP09gYCDdunVj8ODBjBkzhqCgoBqXJyxPly5dWLlyJWVlZRw6dIiffvqJefPmMWLECFOypCgKzZo1q/J6R0fHCo9DQkIqTfJo3rw5YBwj261bt2vGcubMGQDGjh17zXNyc3Px9fU1PY6IiKjwvLe3Ny4uLvj5+VU6npWVVam8v78ujUZD06ZNTWN0byamxo0bX/NcUbckYRRmo9FoUBSl0vHqtu6MGTOGyZMnk5ycTGlpKTt37uSjjz4yd5jCBm3YsIHU1FS+//57vv/++0rPL126lLvvvhuNRlPl9TVtgbxaTcr85z//yZAhQ1i1ahV//PEHM2bMYM6cOWzYsIGOHTvedAzCsjg5OdGlSxe6dOlC8+bNGTduHD/88AMGgwGNRsPvv/+Ovb19peuubs2+VeUtde+88w7R0dFVnvP3+1UVU1XHgCrf62sjJldX1xrfR9QOSRiF2fj6+lbZTVHeWnMjDz30EFOmTOG7776juLgYR0dHRo4cae4whQ1aunQpAQEBLFiwoNJzK1eu5KeffmLhwoWmlou/Ty74ex1t1KgRQJXrOP79WHXLLBcVFcXzzz/P888/z5kzZ4iOjua9997jm2++Aa6dgArr1LlzZwBSU1OJiopCURQaN25saim8npSUlEpLyZw+fRrANFP/WvUlKioKAC8vL/r163crL6HaylsQyymKwtmzZ2nfvr1qMQnzkTGMwmyioqI4efIkGRkZpmOHDh2qtFzCtfj5+TFw4EC++eYbli5dyoABAyp1hQjxd8XFxaxcuZLBgwczYsSISj+TJk0iPz+fX375hUaNGmFvb19phufHH39c4XFISAht27ZlyZIlFBQUmI5v3ryZI0eOVDi3umUWFRVRUlJS4VhUVBSenp6Ulpaajrm7u1dKPoXl27hxY5WtbuXj91q0aMF9992Hvb09s2bNqnSuoiiVunl1Oh3//e9/TY/Lysr473//i7+/PzExMQCmZPLvdSYmJoaoqCjefffdCnW43NXv0+ayZMkS8vPzTY9XrFhBamoqAwcOVC0mYT7SwijMZvz48cydO5f+/fvz+OOPc+nSJRYuXEibNm3Iy8urVhljxoxhxIgRALz++uu1Ga6wEb/88gv5+fkMHTq0yue7deuGv78/S5cuZeTIkTzwwAN8+OGHaDQaoqKi+O2336pcWHn27Nnce++99OzZk3HjxnH58mU++ugj2rZtW+HDztvbu1plnj59mjvvvJMHH3yQ1q1b4+DgwE8//UR6ejoPPfSQ6byYmBg++eQT3njjDZo2bUpAQAB9+/Y1019L1JZnnnmGoqIihg8fTsuWLSkrK2P79u0sW7aMyMhIxo0bh4+PD2+88QbTpk0jISGBYcOG4enpSXx8PD/99BP/+Mc/eOGFF0xlhoSE8Pbbb5OQkEDz5s1ZtmwZBw8e5NNPPzWNd4yKisLHx4eFCxfi6emJu7s7sbGxNG7cmEWLFjFw4EDatGnDuHHjCA0N5eLFi2zcuBEvLy9+/fVXs/4NGjRoQK9evRg3bhzp6enMnz+fpk2bmpbDsbOzq/OYhBmpNj9bWL0vvvhCAZT9+/ebjn3zzTdKkyZNFCcnJyU6Olr5448/qrWsTrnS0lLF19dX8fb2VoqLi2v5FQhbMGTIEMXFxUUpLCy85jmPPfaY4ujoqGRmZioZGRnK/fffr7i5uSm+vr7KE088oRw9erTKpUm+//57pWXLloqzs7PStm1b5ZdfflHuv/9+pWXLlhXOq06ZmZmZytNPP620bNlScXd3V7y9vZXY2Fhl+fLlFcpKS0tT7rnnHsXT01MBZIkdK/H7778r48ePV1q2bKl4eHgoTk5OStOmTZVnnnlGSU9Pr3Dujz/+qPTq1Utxd3dX3N3dlZYtWypPP/20curUKdM5vXv3Vtq0aaPs3btX6d69u+Li4qI0atRI+eijjyrd++eff1Zat26tODg4VKrHBw4cUO677z6lYcOGirOzs9KoUSPlwQcfVOLi4kznlC9hk5GRUaHcsWPHKu7u7pXuVx5bufJldb777jtl2rRpSkBAgOLq6qrcc889yoULFypdfysxCfVoFOUmRq4KAXzwwQdMnjyZs2fPmsam3CqdTkdISAhDhgzh888/N0uZQphTdHQ0/v7+rF+/Xu1QhA3r06cPmZmZN1wIXIi6ImMYxU3bs2cP7u7upgkC5rBq1SoyMjIYM2aM2coU4mZotVp0Ol2FY5s2beLQoUOyXZ8Qot6RMYyixn788Uc2bdrE0qVLmTBhAg4Ot16Ndu3axeHDh3n99dfp2LEjvXv3NkOkQty8ixcv0q9fPx555BFCQkI4efIkCxcuJCgoSBYTFkLUO5Iwihp74YUXyM/P5/HHH2fevHlmKfOTTz7hm2++ITo6msWLF5ulTCFuha+vLzExMSxatIiMjAzc3d255557eOutt2jYsKHa4QkhRJ2SMYxCCCGEEOK6ZAyjEEIIIYS4LkkYhRBCCCHEdckYRjNQFIW8vDzy8/Px9PSUrb3ELVMUhfz8fEJCQrCzq5vvdQaDgZSUFKnDwizUqMMg9ViYl1r12BJJwmgG+fn5+Pj4qB2GsEFJSUmEhYXVyb1SUlIIDw+vk3uJ+qMu6zBIPRa1o67rsSWShNEMPD09SUpKIjw8nKSkJLy8vNQOSVi5vLw8wsPD8fT0rLN7lt9L6rAwBzXqMEg9FualVj22RJIwmoFGozG9MXl5ecmblDCbuuxSK7+X1GFhTnXdLSz1WNQGGd4gk16EEEIIIcQN2FzCuGXLFoYMGUJISAgajYZVq1bd8JpNmzbRqVMnnJ2dadq0qSwcLYQQQghxFZtLGAsLC+nQoQMLFiyo1vnx8fHcc8893HHHHRw8eJB//vOfTJgwgT/++KOWIxVCCCGEsA4WMYaxsLAQd3d3s5Q1cOBABg4cWO3zFy5cSOPGjXnvvfcAaNWqFVu3bmXevHn079/fLDEJIYQQQlgzi2hhDAwMZPz48WzdurXO771jxw769etX4Vj//v3ZsWPHda8rLS0lLy+vwo8Q1kTqsLAFUo+FqBsW0cL4zTffsHjxYvr27UtkZCTjx49nzJgxhISE1Pq909LSCAwMrHAsMDCQvLw8iouLcXV1rfK6OXPmMGvWrFqPT9S9Ep2WrJJiskuKyS8r5WhmGkU6LUU6LcVaLYU6LUVaLUW6Mkp0Okr1Osr0ekr1ekr1xsdt/YJY3P9+tV/KdUkdtizHclKqdV4bn9p/X7QmUo+ty7mCxBueE+URUQeRiJqyiIRx2LBhDBs2jIyMDL7++msWL17MjBkz6N+/P+PHj2fo0KE4OFhEqCbTpk1jypQppsflazUJy2VQFDKKC9mcHM+logIuFRWSXlRAVnERuWUl5JaWkldWQrFOd8v3Si8qMEPEtUvqcN2pbjIoak7qsRB1w6KyMH9/f6ZMmcKUKVP48MMP+de//sWaNWvw8/PjySefZOrUqbi5uZn1nkFBQaSnp1c4lp6ejpeX1zVbFwGcnZ1xdnY2ayzCPEp0Ws7kZHP6cgansjM5dTmTC3k5XCzIo8ygr1YZDho7vJyd8XB0wtXBETdHR9wdnHBzdDQ+vnLM1cEBZ/vyH3uc7R1wsrenU0BoLb/KWyd12HqUGXRcKMjmXP4lLpcV0SugqdohWQypx7ZHa9DhaGdR6YnAwhLG9PR0vvrqKxYvXsyFCxcYMWIEjz/+OMnJybz99tvs3LmTdevWmfWe3bt3Z82aNRWOrV+/nu7du5v1PqJ2HMlMI6u4iMOZaRzNTOf05Swu5OdgUJQqz7dDQ0NXNwLc3Alw8yDA1R1/Nze8nVzwcXbBy9kFbycX3B0db2mh1sbevjd9rajfFEUhtTiXE7lpnMu/xLn8TBILs9BfqdOpxXmSMAqboTVoSSxK5UJRMslFaSQXp9HMI5KprZ5UOzTxNxaRMK5cuZIvv/ySP/74g9atW/N///d/PPLIIxX2Z+7RowetWrW6YVkFBQWcPXvW9Dg+Pp6DBw/SoEEDIiIimDZtGhcvXmTJkiUAPPnkk3z00Uf8+9//Zvz48WzYsIHly5ezevVqs79OYR4lOi1bLiawOTmBTUnnSS6oPMjdy8mZRl4+RHj60MjLhzAPLwLdPGjo6oZDPd9AXlieEr2Wg9lJ7M9K5EjORbJKCyud4+XoQpSnP50ayPguYZmqMz7RoCgkF6dyIu8s5woSSSpORa9U7Pk5V3jjckTds4iEcdy4cTz00ENs27aNLl26VHlOSEgIL7/88g3L2rt3L3fccYfpcfnYlrFjx7J48WJSU1NJTPyrMjZu3JjVq1fz3HPP8f777xMWFsaiRYtkSR2VHMlMq/K43mBgT/pFNiadZ2/6RUr1f73BaIAonwa09wuiZQN/mvs2pKGLm2zlJCxamUHH3swLbL10lkOXk9FeNVzCQWNHc69AmnoF0NTTnyhPf/ycPdBoNDLpRVgdnUHP2YIEjuWd4XjeWfJ1Fcd4ezq409g9nHC3YMJcg+nlF6NSpOJ6LCJhTE1NveHYRFdXV2bOnHnDsvr06YNyje5IoMpdXPr06cOBAwduWLaoe6mF+ay7cJa4xHNklxSbjvu7utMtOIwO/sG0bRiAh5OMYRLWIbUol98vHuV/l85QqCszHQ908aSLXyTRvuG08A7C2d4i3p6FuGlpJRnszj7EgcvHKNT/9f7tbOdEC88mNPdsTBP3CBo6+VT4gu/mcO35A0I9FvGO5OnpSWpqKgEBARWOZ2VlERAQgF5fvYkKwnacvpzJD6ePsiM1yXTM28mZOyOiuD0skijvBtKCKCxCdWdAn8xN45ekQ+zLukD5V9qGzu7cHtiMnv5NCXf3lTotrJ5BUTidf57/Ze7hTEGC6bingzttvZvT2qsZUe4ROMikFqtjEf/HrtUiWFpaipOTUx1HI8zlWt3L15OQe5mvjh9gT/pF07FOASH0b9SUrsFhONrZmzNEIWpdYkE238bvZn/2X0NhOjWIYGBoW9r5hmCnkTG1wvopisLJvHOsTdtMSsklADRoaOPVjC4NOtDcszH2UtetmqoJ4wcffACARqNh0aJFeHh4mJ7T6/Vs2bKFli1bqhWeqEOF2jK+OXGQ1edPY0DBTqOhT1hjRjRrQ4SXj9rhCVFj+doSvjm/i01pp1AwztDvE9SCIeHtCXXzUTs8IcwmvjCJL+J/4HieccKpk50TsQ060NMvhgZOPuoGJ8xG1YRx3rx5gPGbycKFC7G3/6v1yMnJicjISBYuXKhWeKKObE9JZOHh3aYxij1DIhjTuiOhHl4qRyZEzSmKwraMcyw+u508bQkA3fyb8FBkZ0IkURQ2pFhfwvKk1fyWshEDBhw09vRoGMMdAd1wdzDvmslCfaomjPHx8QDccccdrFy5El9fWbuuPinRafnv4T2sTzwHQLC7J//XoSsdA2QWqLBORboyPj29he0Z5wEId/NlYvPbaOkdpHJkQpjX6fx45p3+gkulWQD0aNiJPv7d8HGSL/q2yiLGMG7cuFHtEEQdS8rP5c1dm0guyEMDjGjellEt2uNkL2MUhXU6n5/JvOPrSS/Jx16j4f6ITgyLiMZBxt0KG1C+xqJBUdiSsYu1aVswYMDX0Ythof1p5RWlcoSitqmWME6ZMoXXX38dd3f3CvuAVmXu3Ll1FJWoCwcvpTJn92YKdVoauLjyQkwv2vtLC4ywXrszE/jwxAZKDTr8nT2Y3PpOmnsFqh2WEGalNWj5Puk3juSeAqCDdyvuC+uPq72LypGJuqBawnjgwAG0Wq3p92uRZSZsy58XzvHBwR0YFIWWDfyZHtsbH2dZc0tYr9XJR1hybgcK0ME3jMmt7sTDUdYFFbYlX1vIVxd+JLEoBXuNPcNC7qJrgw7yGV2PqJYwXt0NLV3S9cOa+NN8fGgXAH3CGvNsx+7SBS2s2n9PbeGrczsAuDukNeOa9pClQ4TNySq9zMfnviarLAc3exfGNLqPJh6yRWV9YxFjGIXt++38KRYe3g3A0CYtmdius3wzFVbt45ObWHBqEwAPRXZmeERHqdPC5mSV5vDKsflkleXQwMmbxxuPxN+5gdphCRWoljDed9991T535cqVtRiJqG2bk+NNyeL9zdrwWGv5YBXWbfHZ7aZk8eHGXbk3IlrVeISoDZfLcpl5bD5pJRk0cPLmiSaj8XXyVjssoRLVEkZvb6l09cGhjFTm7dsOwJAmLSRZFFalqm3/tl86x/wTcQCMlmRR2KgSfSlzTnxCasklApwb8njjByVZrOdUSxi//PJLtW4t6khqYT6zd21GpxjoFdKICdINLazcydw0PjppHHM9ILQN94Z3UDkiIczPoBj44MxizhUm4ungziutn6FIX6J2WEJlMoZR1IpinZY3dxmXzmnZwJ8pMT1lMoCwajllRcw9vh6dYqCrXySPRXWXL0DCJpSvsVjuj7Qt7Mo+hL3GnkcaDZNkUQAqJoydOnUiLi4OX19fOna8fjfl/v376zAycasURWHa1nUk5F3Gx9mFqV1ul9nQwqrpFQPzj8eRU1ZMuJsvk1regZ18ARI26HR+PBsuGYcRPRA2kMbu4SpHJCyFagnjvffei7Ozca2yYcOGqRWGqIEjmWnVOi8u8Rw/nT2OnUbDvzvfhp+r7CkqrNuy+L0cz03Fxd6R59vchYu9o9ohCWF2udp8vkv8FQXo1qAjnXzbqh2SsCCqJYwzZ86s8ndh3S4VFfLfw3sAeKRlB9nBRVi9k7lp/Jx0EIAnm99OiJuPqvEIURsURWF50moK9UUEuwQwJOROtUMSFsaixjDu3buXEydOANC6dWtiYmJUjkjUhEFReP/Adop0Wlr4+nF/szZqhyTELSnRa/n41CYUoE9gc3oEyH65wjbtvXyYMwUJOGgceDjiXhztLCo9EBbAImpEcnIyo0aNYtu2bfj4+ACQk5NDjx49+P777wkLC1M3QFEt6y6c5VBGGs729sZJLnYyxktYt2/jd5NWnEdDZ3cea9pD7XCEqBW52nx+TdkAwN2BtxHg0lDliIQlsohP9AkTJqDVajlx4gTZ2dlkZ2dz4sQJDAYDEyZMUDs8UQ15ZaV8dcw4WSilkQAAusJJREFUOenRVtGEenipHJEQt+bo5Yv8cfEYAE81742bg5PKEQlRO36+uJ4SQylhrkHc5t9F7XCEhbKIFsbNmzezfft2WrRoYTrWokULPvzwQ2677TYVIxPVteT4AfK1ZUR6+TCkSUu1wxHilhgUA28cXoMC3BbQlPYNpJdD2KZDOSc5mncaO+x4IGyQLH8mrskiakZ4eDharbbScb1eT0hIyE2VuWDBAiIjI3FxcSE2Npbdu3df9/z58+fTokULXF1dCQ8P57nnnqOkRNaeqo4zl7P4I+EMAE+27ypd0cLqrUw8wJGci7jaO/JIk25qhyNErdArehYnrACgh18ngl0DVI5IWDKL+GR/5513eOaZZ9i7d6/p2N69e5k8eTLvvvtujctbtmwZU6ZMYebMmezfv58OHTrQv39/Ll26VOX53377LVOnTmXmzJmcOHGCzz//nGXLlvHSSy/d9GuqLxRFYdHRvcZJAWGNaesXqHZIQtySfG0J847/CcCDkZ3xdZZloYRt+jN9G4lFKbjZu9AvoKfa4QgLp1qXtK+vb4XFugsLC4mNjcXBwRiSTqfDwcGB8ePH13idxrlz5zJx4kTGjRsHwMKFC1m9ejVffPEFU6dOrXT+9u3b6dmzJ6NHjwYgMjKSUaNGsWvXrpt8dfXHvkspHMu6hKOdHY+16ah2OELcsi/ObiOnrJgmHn70D5GZ/sI2FemK+T7xNwDuCrwNNwdXlSMSlk61hHH+/Pm1Um5ZWRn79u1j2rRppmN2dnb069ePHTt2VHlNjx49+Oabb9i9ezddu3bl/PnzrFmzhkcfffSa9yktLaW0tNT0OC8vz3wvwkoYFIUlxw8AMLhJS/xc3VWOSNSE1OHKMkry+frcTgD+2fpOHGR4hcWTenxz1qRuIk9XQIhLAN0aRqsdjrACqiWMY8eOrZVyMzMz0ev1BAZW7BoNDAzk5MmTVV4zevRoMjMz6dWrF4qioNPpePLJJ6/bJT1nzhxmzZpl1titzdaLFzifexlXB0dGyJqLVkfqcGX/Pb2FYr2W9r6h9A1qyfHcVLVDEjcg9bjmCnVF/JJiHHYxMmIw9hrZulXcmMV9fS4pKSEvL6/CT23btGkTs2fP5uOPP2b//v2sXLmS1atX8/rrr1/zmmnTppGbm2v6SUpKqvU4LYleMfDtyUMA3Ne0Nd7OLipHJGqqPtfhYzkplX42pp5keYJxHPXwiI6SLFqJ+lyPq+NcQWKlnyUJP1GoLybQ2Y9AZz+1QxRWwiKW1SksLOTFF19k+fLlZGVlVXper9dXuyw/Pz/s7e1JT0+vcDw9PZ2goKq3qZsxYwaPPvqoac3Hdu3aUVhYyD/+8Q9efvll7KrolnJ2djbthV0f7UpNJrkgD3dHJ+6NaqV2OOIm1Pc6/Herkg6iVxTa+4bSxufmVmcQdU/qcc2U6EvZmmn8YnRXYC/sZBkdUU0WUVP+/e9/s2HDBj755BOcnZ1ZtGgRs2bNIiQkhCVLltSoLCcnJ2JiYoiLizMdMxgMxMXF0b179yqvKSoqqpQU2tsbm+gVRanhq7F9iqLww+mjAAxu3AI3R0eVIxLi1mSXFrIp7TQA90d0UjkaIWrP7uxDlBhK8XduQFvvFje+QIgrLKKF8ddff2XJkiX06dOHcePGcdttt9G0aVMaNWrE0qVLefjhh2tU3pQpUxg7diydO3ema9euzJ8/n8LCQtOs6TFjxhAaGsqcOXMAGDJkCHPnzqVjx47ExsZy9uxZZsyYwZAhQ0yJo/jLocw0zuRk4Wxvz9AoWaRbWL/VyUfQKQZaeAXSyidY7XCEqBV6RW9qXbzdryt2V61UIsSNWETCmJ2dTZMmTQDw8vIiOzsbgF69evHUU0/VuLyRI0eSkZHBK6+8QlpaGtHR0axdu9Y0ESYxMbFCi+L06dPRaDRMnz6dixcv4u/vz5AhQ3jzzTfN8Opsz4orrYt3RTSVsYvC6hVoS1iXchwwjl0UwlYdzjlFjjYPDwc3Ovm2VTscYWUsImFs0qQJ8fHxRERE0LJlS5YvX07Xrl359ddf8fHxuakyJ02axKRJk6p8btOmTRUeOzg4MHPmTGbOnHlT96pPEnIvczAjDTuNhuFNW6sdjhC37I+U45QadDRyb0jHBuFqhyNErVAUhS2ZxrWFezSMwdHOIj7+hRWxiDGM48aN49Ah44zbqVOnsmDBAlxcXHjuuef417/+pXJ04mqr443jvLoFhxPo7qFyNELcGp3BYGpdHBLevsJmAkLYksSiFC4Wp+OgcaB7Q2lJFzVnEV8xnnvuOdPv/fr148SJE+zfv5+mTZvSvn17FSMTVyvUlrEx6TxgnOwihLXbk5XA5bIivB1d6eHfRO1whKg1O7ONmyx08GmJu4NsdylqziISxr+LjIwkMjJS7TDE38QlnqNEryPC05t2sme0sAFrLxrH4/YLboWDnUxwE7apSFfMoRzjxhXdGkjrorg5FtElDRAXF8fgwYOJiooiKiqKwYMH8+eff6odlrhCURTWXOmOvqdxC+m6E1YvoSCLE7lp2Gs03BUia4kK27Xv8lF0io5glwAi3GSNUXFzLCJh/PjjjxkwYACenp5MnjyZyZMn4+XlxaBBg1iwYIHa4Qlge2oiyQV5uDo4cke4dN0J6/dHyjEAuvo1poGz7IMubJOiKOzKPghAt4Yd5cu+uGkW0SU9e/Zs5s2bV2FW87PPPkvPnj2ZPXs2Tz/9tIrRCcC0UHfvsEhZqFtYvSJdGVvTzwIwIET2QRe2K6EomUulWTjZOdLRR1a2EDfPIloYc3JyGDBgQKXjd999N7m5uSpEJK6WX1bK71e6o++KiFI5GiFu3faMc5QadIS6+dDSu+otQ4WwBfsvG1vS23u3xMVetlAUN88iEsahQ4fy008/VTr+888/M3jwYBUiEldbHX+KEr2OMA8vmvvKRvXC+pVvA3hHkIzHFbarzKDlcO4JADr5Sku6uDWqdUl/8MEHpt9bt27Nm2++yaZNm0z7Pe/cuZNt27bx/PPPqxWizTuSmVat8746blyOoV9ElHy4Cqt3Lj+D03np2KHh9sBmaocjRK3Zd/koxfpSvB09aeIeoXY4wsqpljDOmzevwmNfX1+OHz/O8ePHTcd8fHz44osvmD59el2HJ65IKcjjeNYl7NDQRya7CBuwKvEgAB0bhuPjJOvRCdu1JWM3AB19WmOnsYgORWHFVEsY4+Pj1bq1qIG4RONC3R0DgvFzlQ9XYd10Bj2/JBl3lbojSBafF9bvXEFilccLdcXsu3wEQPaNFmZhcV85FEVBURS1wxAY/19sSjYm9nfKZBdhA7ZdOkdmaQGeji50aiBddMJ2Hc49iV4xEOwSQJCLv9rhCBtgMQnjkiVLaNeuHa6urri6utK+fXu+/vprtcOq107nZJFeVICLvQNdg8LUDkeIW/Zb8mEAbgtoKju7CJt2JNe4s4sspSPMxSLWYZw7dy4zZsxg0qRJ9OzZE4CtW7fy5JNPkpmZWWGvaVF3/pecAEDXoDBcHCyiqghx04p0ZWxMOwVAr4CmKkcjRO0p0BWZuqrbebdUORphKywiC/jwww/55JNPGDNmjOnY0KFDadOmDa+++qokjCowKArbUi4AcFtoI5WjEeLWbU4/TbFeS5ibD1Ge0kUnbNex3DMoKIS4BNLQ2UftcISNsIiEMTU1lR49elQ63qNHD1JTU1WISJzKziCjuAhXB0diAkPVDkeIajuWk1Ll8WXxewHo3DBSlocSNq28O7q9j0zsEuZjEWMYmzZtyvLlyysdX7ZsGc2ayTppathy0di62C0oDCd7GeslrFuRrowD2cYuup4BMoFL2K4iXQlnC4zv39IdLczJIloYZ82axciRI9myZYtpDOO2bduIi4urMpEUtatCd3RYpLrBCGEGuzMT0CkGwtx8iXBvoHY4QtSa43lnMGAgyMUff2ep68J8LKKF8f7772f37t34+fmxatUqVq1ahZ+fH7t372b48OFqh1fvHM+6RHZJMe6OTnQMCFY7HCFu2bZLZwHoESC7FQnbdiTXOLGrnbd0RwvzUr2FUavV8sQTTzBjxgy++eYbtcMRwM7UJABig8JwlKVHhJXL05Zw5PJFAHr4y25FwnaVGco4U2BcO1cSRmFuqrcwOjo68uOPP6odhrhCURRTwtgtOFzlaIS4dXszEzCgEOnRkBA3H7XDEaLWnMm/gE7R08DJm0BnP7XDETZG9YQRYNiwYaxatcqsZS5YsIDIyEhcXFyIjY1l9+7d1z0/JyeHp59+muDgYJydnWnevDlr1qwxa0zW4EJ+DmlFBTja2Ul3tLAJe7ISAOjaMFLVOISobSfyjUMvWnk2laEXwuxU75IGaNasGa+99hrbtm0jJiYGd3f3Cs8/++yzNSpv2bJlTJkyhYULFxIbG8v8+fPp378/p06dIiAgoNL5ZWVl3HXXXQQEBLBixQpCQ0O5cOECPj4+t/KyrNKu1GQAov2DcXVwVDkaIW5NiV7L4Wxjd3RXv8YqRyNE7VEUhRN55wBo5SUL0wvzs4iE8fPPP8fHx4d9+/axb9++Cs9pNJoaJ4xz585l4sSJjBs3DoCFCxeyevVqvvjiC6ZOnVrp/C+++ILs7Gy2b9+Oo6MxSYqMjLy5F2PlpDta2JKD2UloFT2BLp6Eu/uqHY4QteZicTr5ugKc7Bxp4i7v38L8LCJhjI+PN1tZZWVl7Nu3j2nTppmO2dnZ0a9fP3bs2FHlNb/88gvdu3fn6aef5ueff8bf35/Ro0fz4osvYn+NNQhLS0spLS01Pc7LyzPba1BLVnERZ3Ky0IDsHV0P2GId/rvdmQkAdPFrLF10Nqo+1OPqKO+ObuYRiYOdRXy0Cxuj+hjGnTt38vLLL/Ovf/2LtWvX3nJ5mZmZ6PV6AgMDKxwPDAwkLS2tymvOnz/PihUr0Ov1rFmzhhkzZvDee+/xxhtvXPM+c+bMwdvb2/QTHm793+h2pRm7o1s08MfXxVXlaERts8U6fDWdQc/+LONi3V39ItUNRtQaW6/H1XVSuqNFLVM1YVyxYgU9e/bk/fffZ9GiRdxzzz28++67dR6HwWAgICCATz/9lJiYGEaOHMnLL7/MwoULr3nNtGnTyM3NNf0kJSXVYcS1Y1d5d7S0LtYLtliHr3YsJ5UifRnejq4096o8dlnYBluvx9WRry0gqdi4jW5LT9nJSNQOVRPGOXPmMHHiRHJzc7l8+TJvvPEGs2fPvqUy/fz8sLe3Jz09vcLx9PR0goKCqrwmODiY5s2bV+h+btWqFWlpaZSVlVV5jbOzM15eXhV+rFmRVsuhTGMLbKyMX6wXbK0O/93uTONQl85+jbDTqN6ZImqJrdfj6jiZb2xdDHMNwsvRQ+VohK1S9V301KlTvPDCC6ZE7fnnnyc/P59Lly7ddJlOTk7ExMQQFxdnOmYwGIiLi6N79+5VXtOzZ0/Onj2LwWAwHTt9+jTBwcE4OTnddCzW5GBGKjqDgRB3T8I9vdUOR4hbYlAU9mYZt7eU5XSErTuZfx6Q1kVRu1RNGIuKiip8G3RycsLFxYWCgoJbKnfKlCl89tlnfPXVV5w4cYKnnnqKwsJC06zpMWPGVJgU89RTT5Gdnc3kyZM5ffo0q1evZvbs2Tz99NO3FIc12X8pBYDOgaEqRyLErTuXn8HlsiJc7R1p6yt1Wtgug2LgbIHxy1ELT9nJSNQe1adSLVq0CA+Pv5rQdTodixcvxs/vr1Xqa7qszsiRI8nIyOCVV14hLS2N6Oho1q5da5oIk5iYiJ3dX7lyeHg4f/zxB8899xzt27cnNDSUyZMn8+KLL97iq7MOiqKwL92YMHYKDFE5GiFu3b4rrYsdGoTL9pbCpqUUX6JYX4KznRNhbrLZgqg9qiaMERERfPbZZxWOBQUF8fXXX5se38w6jACTJk1i0qRJVT63adOmSse6d+/Ozp07a3wfW5BckEdGcSGOdna0bRh44wuEsHAHso0THzo1iFA5EiFq15mCBACauEdgL2N1RS1SNWFMSEhQ8/biiv1XWhfbNgzExUH1Rmchbsnl0iLiCzIBiG4gM/6FbTt7JWFs5tlI3UCEzZOvI8I0frFjgHRHC+t38LKxdTHK0x8fJzeVoxGi9mgNWhIKjevnNvWIVDcYYfMkYaznSvU6jmYZlyCKkfGLwgYcuLJYd8cGsjyUsG2n8uPRKjo8HdwJdPa78QVC3AJJGOu5Y1mXKNXraejiRoQspyOsnNag59BlY4tLRxm/KGzc4dyTAER5NJKtL0Wtk4Sxnisfv9gpIFjecITVO5idRLFei6ejC1Ge0uIibNuRnFOAcf9oIWqbzHCo58rHL8bI+ovCBmxJPwNAtG+Y7O4irN65gsRrPlesLzFNeGnqIRNeRO2zmHfUc+fOMX36dEaNGmXa6eX333/n2LFjKkdmuzKKCknMz8UODdH+VW+bKIQ1+d+VhLFjQ+mOFrbtfEESBhQaOvni6yTDiUTts4iEcfPmzbRr145du3axcuVK004vhw4dYubMmSpHZ7vKWxebN/DDw8lZ5WiEuDUpRTmcyb+EBg3RvrKcjrBtpuV0pDta1BGLSBinTp3KG2+8wfr16yvs3dy3b996u5h2XShPGDsFyO4AwvptvXQWgOZeAXg4uqgcjRC1q3w7QOmOFnXFIsYwHjlyhG+//bbS8YCAADIzM1WIyPbpDAYOZqQB0EnWXxRW4lhOyjWf+y35MCCzo4Xty9MWkF6aiQbjDGkh6oJFtDD6+PiQmppa6fiBAwcIDZXJGLXhYEYqhdoyPBydaObbUO1whLglZQYdRy9faTFvKOsvCttW3roY4hqIu4OrytGI+sIiEsaHHnqIF198kbS0NDQaDQaDgW3btvHCCy8wZswYtcOzSVuS4wHoGBAs+48Kq3ciJ41Sgw5fJzcaucsXIGHb/podHalqHKJ+sYhMYfbs2bRs2ZLw8HAKCgpo3bo1t99+Oz169GD69Olqh2eTNicnANIdLWzDgey/dneR9USFLVMUxdTCKBNeRF2yiDGMTk5OfPbZZ8yYMYOjR49SUFBAx44dadasmdqh2aTLJcUcyjAOAZD9o4UtOJBt3D9axi8KW5dZdpkcbR72Gnsi3WU1AFF3LCJh3Lp1K7169SIiIoKICHnDr21bL15AARp5+eDn6qZ2OELcktSiXFKLc7HXaGjnK2OehW0rb11s5BaCk52jytGI+sQiuqT79u1L48aNeemllzh+/Lja4di8zVfGL8ZI66KwAeWtiy29g3FzcLrB2UJYN1l/UajFIloYU1JS+P777/nuu+946623aN++PQ8//DCjRo0iLEya3KvjSGZatc5TFIW4pHOAjF8UtuHq8YtC2DKDonDOtP5ipLrBiHrHIloY/fz8mDRpEtu2bePcuXM88MADfPXVV0RGRtK3b1+1w7MpCXk5ZJcU42xvT+uGAWqHI8QtKdFrOZ5jHI/bScYvChuXUpxOkb4EZzsnwtxkwwVRtywiYbxa48aNmTp1Km+99Rbt2rVj8+bNaodkU8p3d2nnF4STvb3K0Qhxa47lpKBV9Pg7exDq5qN2OELUqvLu6CbuEbIcmqhzFlXj/p+9+46Luv4DOP66wRTFAYKAiqtcKAqKW8uBlgNNI01xN37Zr7Il5a4cv8ostSwbllmu1MqViqMc5Z65MkARUVHZcPPz++Pg5GQICtxxfJ6Pxz3kvvcd74O33/vcZ+7du5f//Oc/1KpVi2HDhtG8eXM2btxo7bDsyuFrcjlAyX6YR0fXqCOn05Hsnnk6ncpydRep7NlEH8bIyEhWrFhBfHw8PXv25OOPP2bAgAG4usoRvCUpS6/j71vXAQjykqNJpfJNCMHRm7L/olQx6I16otNNX5Bk/0XJGmyihvH333/n9ddf58qVK2zYsIGhQ4c+cGFx0aJF+Pv74+zsTEhICAcOHCjScStWrEChUBAWFvZA17dFJxOvoTca8XKthE+lytYOR5IeyJWMJG5o0nBQqGhWVQ7gkuxbbEY8OqHHTV0JLycPa4cjVUA2UcO4d+/eEj3fypUrmThxIosXLyYkJIT58+cTGhrKuXPnqFmz4IEeMTExvPbaa3Tu3LlE47EVOc3RrWr6yOY7qdw7kj06umnVWjir5Hx0kn27sxxgXXn/lqzCagXGX375hT59+uDg4MAvv/xS6L79+/cv1rnnzZvH+PHjGT16NACLFy9m48aNfP3110yaNCnfYwwGA08//TQzZszgjz/+ICkpqVjXLA9yBrzI+Rcle3CnOVqOjpbs353lAGX/Rck6rFZgDAsLIyEhgZo1axba/KtQKDAYDEU+r1ar5fDhw0RGRpq3KZVKevTowf79+ws8bubMmdSsWZOxY8fyxx9/3PM6Go0GjUZjfp6SklLkGK0hIT2V+PRUVAoFLT29rR2OZAPKWw7nlqHXcjbFNPdo6xqy/2JFVp7zuKiyDBouZ5i+8Mv+i5K1WK0Po9FoNDcPG43GAh/FKSwCJCYmYjAY8PLystju5eVFQkL+k1vv2bOHr776iiVLlhT5OrNnz8bd3d38qF3btj+0cmoXG1f3xNVBroYhlb8czu3E7TgMQlDLxR1vF3drhyNZUXnO46L6N/0SRgQ1HKtRzVHmu2QdNjHo5bvvvrP4hphDq9Xy3Xffleq1U1NTGTFiBEuWLMHDo+gdiSMjI0lOTjY/Ll++XIpRPric/ouyOVrKUd5yOLec/otysm6pPOdxUf1jXt1FNkdL1mMTg15Gjx5N79698wxISU1NZfTo0URERBT5XB4eHqhUKq5du2ax/dq1a3h7522KvXjxIjExMfTr18+8zWg0AqBWqzl37hwNGjTIc5yTkxNOTk5FjsuadEYDJ7KXDmztJQuMkkl5yuHcjEJw9GbO/Iv2V5skFU95zePiuNN/0d+6gUgVmk3UMAoh8h31FRcXh7t78arfHR0dCQoKIioqyrzNaDQSFRVF+/bt8+zfuHFjTp48ybFjx8yP/v3788gjj3Ds2DG7aN44c/MGmXo9VZ2cqe9e3drhSNIDiUlLJFmXiZNSTRN3OQG9ZN9SdWkkZN1AATSQNYySFVm1hrFVq1YoFAoUCgXdu3dHrb4TjsFgIDo6mt69exf7vBMnTmTkyJEEBwfTtm1b5s+fT3p6unnUdEREBL6+vsyePRtnZ2eaN29ucXzVqlUB8mwvrw5fvzOdjlJOxyCVc0eyV3dpUc0PB6Vc3lKybzm1i7WcvaikdrFyNFJFZtUCY87o6GPHjhEaGoqbm5v5NUdHR/z9/XniiSeKfd7w8HBu3LjB1KlTSUhIIDAwkC1btpgHwly6dAml0iYqV8vE4WtXAAiWzdGSHTBPpyObo6UK4M5ygP7WDUSq8KxaYJw2bRoA/v7+hIeH4+zsXGLnnjBhAhMmTMj3tV27dhV67NKlS0ssDmtLzMwgJiUJBRDoKZvvJNt1Oin+nvukaDP5J9W0vKUc8CLZOyEEF3JN2C1J1mQTg15Gjhxp7RDsVs50Og9V88DdqeQK5JJkDcduxyGAupVqUN2pkrXDkaRSlai9TZIuBZVCRb1KskZdsi6bKDAaDAY++ugjVq1axaVLl9BqtRav37p1y0qRlX85zdGt5XQ6kh04Yl7dRX54SvbvQmoMAP6uvjgq5fKXknXZREe+GTNmMG/ePMLDw0lOTmbixIkMGjQIpVLJ9OnTrR1euWUwGjl2/Sog+y9K5Z9BGDl+Ow6A1jVkc7Rk/3LWj5b9FyVbYBMFxuXLl7NkyRJeffVV1Go1Q4cO5csvv2Tq1Kn8+eef1g6v3Dp3O5F0vY7KDo40rFbD2uFI0gO5kHKddL2GSmonGlWpee8DJKkcMwhDrvkX61k5GkmykQJjQkICAQEBALi5uZGcnAxA37592bhxozVDK9dymqNb1fRBpbCJP7Uk3beDiTGAqTla5rNk7y6mXSLLqMFF5YSvi9e9D5CkUmYTd10/Pz+uXjU1nTZo0ICtW7cCcPDgQbufwb805cy/GCSbo6VyTgjBwZsxALTx8LdqLJJUFk4knwWgQaW6KOUXJMkG2MSgl4EDBxIVFUVISAgvvvgiw4cP56uvvuLSpUu88sor1g6vXErSZPJPkmmwUO4BL8JoBIPBWmFVGFlZWUXe18HBAZVKTkBdmCsZSSRkpqBWKAms5ocwGhF6o7XDsori5FZZknlcfAaDAZ1Ol+9r/96KpYbCnWYujTBo9GUcmXVlqa2T4zKHC2cTBcY5c+aYfw4PD6dOnTrs37+fRo0aWazxLBXd4Wum2sUG7tWp5mxaHcCo0WK8nWIb1cp2Ljoprcj7KhQK/Pz8LCaulyzl1C4GVPPFSQ/6m7dRAAoq3spF0TfTrR1CvmQeF09aWhpxcXEIIfK8JoSgnTGAdi7NqZJZmaws2/ybl5ZoZbRVritzuHA2UWC8W/v27fNd91kqur+umkaTtvX2A0w1i8bbKbi7uVG1evV81+6WSo6LQ9GmwBBCcOPGDeLi4mjUqJH8dluAQ4mmzv9tq9fFcDOVKm6VqVa9OhUxjZ3VjtYOIQ+Zx8VjMBiIi4vD1dUVT0/PPPfjDH0WKo0TaoUKD6fqVorSepxUZZ/jMofvzWoFxl9++aXI+/bv378UI7E/WoPBPGF3SC1TgRGDASVQtXp1nF3keqSlzbmIBUYAT09PYmJi0Ol08iaVj1uadC5kr+4S5F4bRbKWatWr4+xSMSeit8UCI8g8Lg6dTocQAk9PT1zyuR+naTJRocZV5YqTY8Xrx++sss57ljlcOKsVGHPWkb4XhUKBQfa5K5YTiQlkGfTUcHalgbvlt1NZs2h75N+kcIdv5qylW5Mqji4IdBWyZtHWyTwuvoJ+Z5mGTACcrVDTVpHJHC6c1bqzGY3GIj1kYbH4DiTcaY62pf8AVVxcaN+mDUEtWtAxJIRvvvqqRM9/NT6e0RERABw/dozt27aV6Pkl6ziUXWC0ldHRlZ1daRfcltYtWtKhbTu+/rJk8zg+Pp7RI0zLpR4/dlzmsZ3SGfVoDFqyDBqLR7o+E41RhwJwUpZegdHNqRLtgkNoFRBIh7btSyWPR+XO460yj8s7m+zDKN0/IYS5/6K5OboAp29eK9FrN6tR+FxhVatWZf/BgwBcvnSJ8MGDEUIwZty4Erl+LR8fvvnuOwBOnDjB36dP06NnzxI5t2QdGXotJ2+b5hMNrlE3333OJF8t0Ws2ca9V6OtVq1blz0MHAFMeP/nEEIQQjB1fMnns4+PDN8u+BeDE8eMyjyuI6PTLAGTqNaTo03BUqtEa8x9BfS9FWXfalMd/AXDp0iXCn3iyxPN4aa48Pn3qb3r0knlcntnEgNmZM2cW+pCK7mLyLW5mZeCsUtPCw9va4RSodp06zP7f//hi8WIA0tPTeWbsWDq3b0/HkBCitm8H4L2ZM/nPs8/S69FHafbww6xeuRIw1SZ279qVkKAg2rZuzckTJ4iNiaFTu3YYDAbenTGDH77/nnbBwWzZvJlWzZubJ4RPTU2l2cMPo9dXrKkqyqPDN2PRCyM+Lu74ula1djh51K5Thznvz+WLxZ8D2Xk8Zhyd2nWgQ9t25jx+d+Y7PP/Mc/R8pDtNH3qY1StXAaZamEe7dCOkdTBtWwVx8sRJYmNi6BjSHoPBwDszZvLD98sJCWrDls2bCWweYJHH9evXl3lsZzRCC4BDGa4dXadOHeb8bw5fLP4CMOXx+DHj6NiuIx3atidqW3YezzDlcY9u3WnSqDGrcuXxI5270bZ1G9q0Cs6Vxx0wGAzMnJ6Tx23ZsmkLLZu1sMjjJo0ayzwuB2yihnHdunUWz3U6HdHR0ajVaho0aMDUqVOtFFn5k1O72KpmLRxtvNNuYKtWXDh/HoD/zZ5Nn8ce44uvviIxMZGe3bpx5ORJAKL//ZeNv/3G5UuXGNC3L0PCw1m1ciWdu3Rh+jvvoNfr0Wq13LhuGhihUqmYPG0af58+zey5cwE4+NdfrF2zhtFjx7Ju7Vr6DRiAWm0T6S8VYt+NiwB0qNkAhUJB3glIrC93Hs+dPYc+jz/GF19/SWJiIj26PcLRkycAUx5v2rqFy5cu0f/xvgwJf5LVK1fSuWsXZrwzM988njJtqimP/2fK4wN/HWDVqlWMHz+eNWvWMHDgQJnHdkZnMNUqOpdic3R+Alu34vy57DyeZcrjJdl53L3roxw7dRyAfy/+y+Ztpjzu91g/ngx/klUrVtGlaxdmvJt/Hk+dPpXTp/5mzvumKfQO/PUXP61ew5hxY1n301r6y/txuWATf6GjR4/m2ZaSksKoUaMYOHCgFSIqv/5KMDVrhHjfu0nC2nLPPxa1fTubN21i7uzZAKRnZHDtmqnJvPdjj+Hg4ED9Bg1ITkoCICg4mPFjxqBWqwkbNIjm2UtLFmR4RATPjB3L6LFj+XH5cv73wQel86akEpOu13D8lukLUHvP+laOpmAWebxtO1s2bmLOrOw8Tr+Tx30e75Mrj021K0HBwYwbPRa1Ws3AQYNoHtC80GuNiBjBs2PHM378eJYtW8b8+fNL501JVqE16jAiUCkUqJVl+/FseT+OYvOmzcydZSrgpaen58rjx/LkcXBwEGNz8viJIuTxyBGMGz2OMePG8sP3P/D+PHk/Lg9sokk6P1WqVGHGjBlMmTLF2qGUG/FpKfybfBulQkEbb19rh3NPJ44f56GHHwZMg6DWrFvHn4cO8eehQ5z/91+8vU1N6vktD9mpc2eidu2ilo8Po0aMYOOvvxZ6rXr166NWq9m1cycpyckEtGhR8m9IKlGHEk3N0bVdq1G7ku3ORZcnj9ev5a/DB/nr8EEuRF8057FjPtOjdOrcmajdO6lVqxajRoxgQxHzeMeOHSQnJ9NC5rFdyemz6FjGtYsAJ44d5+HGufP4J/46fIC/Dh/gn5iLhd+Pu3Rmx+87qeVTi5HDI9jw64ZCr2W+H+/YSUpKCgEtCv/CL9kGmy0wAiQnJ5v7OUj3tjf+EgAtPbxxd7LtOeriLl/mrTff5Ln//AeA7j168OmiRebXjx87Vujxl2Jj8fL2Zuz48Qx9+mlOZTdf56js5kZaaqrFtqdHjGDsqFEMffrpknkTUqnaf+NfwLZrF+MuXybyjUk895/nAejRswefLsydx8cLPf5SbCze3t6MeyYnj09ZvF65cmVS78rjUaNGMXz4cEaMGFFC70KyFRqDqf9iWRcYL1++TOSbkTz3n+eA7Pvxgk/Nr98rj2Mt8ngYp05Y3o/dKlcmLc0yj0eMHMHokWMY+vSwEnoXUmmziQLjJ598YvH4+OOPmTRpEuHh4fTp08fa4ZUbe66Yph/p6Jv/aFJrS0pKol1wMEEtWhA+eDDjnnmGkaNHAzDp7bdJSU6mbevWBLVowccffVTouX7fvZuQoCDat2nD9q1bGTlmjMXrXbp149jRo7RvYxosADDwiSdIun2bJ596qnTeoFRi0nQajt/Obo6u2cDK0VhKSkoiJKgNrVu05MknhjDumfGMGpOTx2+RnJxC21ZBtG7Rko/n3SuPfyckKJh2wW3Z9ttW83lydOnWlWNHj9EuuK05jwcPHszt27cZNkx+0NoTgzCiFwYUgGMZDHgx5XFbWgUEEv7Ek4x7Zpw5/yInR5KSkkybVsG0Cghk/j3y+I/dv9O2dRvaBYeY8nisZR537daVo0eP0S44hC2btgAw8IlBJN2+TfjQ8NJ5g1KJU4j8FrIsY/Xq1bN4rlQq8fT05NFHHyUyMpLKlStbKbKiS0lJwd3dneTkZKpUqVLm198We4Fx29ajVChY1ntwnhpGodMhbiZTp25dnJxtu/axtPy+ezefLljAijVrSv1arsVY6SUrK4vo6Gjq1auHc/bfxhr5ZO0cPp0Ub/55Z8I5Pju3m7qVqvN+8GDzdqNWj7iRQp26dSpsHv+1Zx8ff/xxnsGC1nZ3Hlsrn6ydx0WRlZXF+YsXqOtfFydnUxNvuj6D27oUnJSOeFaA5QB/37WbhQsWseqnVXles9ZKL7ZyL7ZVNjHoJTraOguN25Oc2sUWHl423xxtDbPeeYfvly1jxerV1g5FKoI/rl0AbLs52hree+ddln+3jPXr11s7FKmEZRqyAHCxUmGpLL03812WfbeMVT/J+3F5YhNN0qVh0aJF+Pv74+zsTEhICAcOHChw3yVLltC5c2eqVatGtWrV6NGjR6H726I98aYCYycbbY62tremTOHv8+dp0bKltUOR7iExK81c29jZq5GVo7Etb0+ZTHR0NC1lHtsVoxBojKb+iy4q+//C//bUyZz95xwtWspBW+WJTdQwZmVlsWDBAnbu3Mn169cxGo0Wrx85cqRY51u5ciUTJ05k8eLFhISEMH/+fEJDQzl37hw1a9bMs/+uXbsYOnQoHTp0wNnZmblz59KrVy9Onz6Nr6/tjzaOTbnNP0m3UCoUtK9Vx9rhSNID+f3aeQTQrKoPns623x1Fkh5UliELATgqHFApbHv+XKnisokC49ixY9m6dSuDBw+mbdu2D7z+8bx58xg/fjyjswdULF68mI0bN/L1118zadKkPPsvX77c4vmXX37JTz/9RFRUFBHZaxPbsrUX/gagpaftj46WpMIIIdid3Rzd1eshK0cjSWUjpznaWn33JKkobKLAuGHDBjZt2kTHjh0f+FxarZbDhw8TGRlp3qZUKunRowf79+8v0jkyMjLQ6XRUr15wx2ONRoNGozE/T0lJuf+g83EyMaFI+wkh+PGcaSWJ7rVtazSpZNtKO4fvx/mUa1zNTMZJqaadZ717HyBVeLaYx8UhhCAruznatQI0R0vll030YfT19S2xkdCJiYkYDAa8vLwstnt5eZGQULRC2JtvvomPjw89evQocJ/Zs2fj7u5uftSubZ2VVf6+dYNrGWm4qB1oV8v2V3eRbIet5HBuu66ZliYL8ayHs6rs1tKVyi9bzOPiyDJqEAgcFOoyX91FkorDJgqMH374IW+++SaxsbHWDoU5c+awYsUK1q1bZx5Wn5/IyEjzxOLJyclcvny5DKO8I+qSaa3dTj51cLbxtTiruLjQLjjY/Ni7Zw9v5dNFIMey774j8s03Cz3nezNnsvhT0wSzycnJdGrXjm+/+QaDwcDLL75IcGAgwYGBPNqlC2lpaSX6fso7W8nhHBl6LXuu/QPAo94PWzWWwlR2diUkqI35sXfPHt56s5A8/vY7It8oPI/fnfkOny26k8cdQ9qz9GtTHr804UWCA1sRHNiKRzp3lXl8F1vL4+KyVnO0m1MlQoLamh97/thD5BuRBe6/7NvvmPR6wXkO8O6Md/hs0WdATh53yJXH/yWoZWuCWramW6duMo/LIZsoYQQHB5OVlUX9+vVxdXXF4a457G7dulXkc3l4eKBSqczrXua4du2aeWmjgnzwwQfMmTOH7du333PJLScnp3yXSCpLGoPePJ3Oo3Vsvzm6atWq/HnokMW2jp06lci5MzIyeGLAAJ4aNoyRo0ez8scfSU1N5eDRoygUCi6cP58nryo6W8jh3HZfO4/GqMfPtRpN3GtZO5wCVa1alb8OH7TYVpJ5PKh/GEOHDWXUmNGs/HEFaalpHDx6ROZxAWwtj4tDCEGmwdSc7qpyKdNrm/LYcjaQTp1LLo8H9gvjqew8XvHjClJTUzl07HB2Hl+QeVwO2UQN49ChQ7ly5QqzZs1iwYIFfPTRRxaP4nB0dCQoKIioqCjzNqPRSFRUFO3bty/wuP/973+88847bNmyheDg4Pt+L2Vpz5VYMvQ6arpUolmNvKO/bd3vu3fzdLhplv/du3bRplUrQoKC6NSuXZ59V61YQf/HHycjIyPPa1qtlqeGDKF7jx5M+O9/AdMXBC9vb/MAqkYPPVRuP1QqAiEEW+NNg7d6+TR94IFvZen33bsZFm5aPWj3rl20CWxNSOtgOobkvd+sWrGS/o/ln8c6rZanBg+he88eTHgpO48TEvDy9pJ5bKdyN0c7WLk5+vdduxn65FAAdu/cRXBgEG1bt6FjSIc8+65csZJ+ffoWeD8Of+JJevTswYsvvQjAtYRreHnlvh83knlcDtlEDeO+ffvYv39/ic0tNnHiREaOHElwcDBt27Zl/vz5pKenm0dNR0RE4Ovry+zZswGYO3cuU6dO5YcffsDf39/c19HNzQ03N7cSiak0bIo29ffq7d8IZTn4gM1ZGhCgdVAQT+Va2mzB/PnMef99uvfokWf98B+XL2fFjz+ycs0aXFzyfgufO2sW/cPCiJw82bxt4KBB9HjkEX7ftYtHHn2U4RERPNy4sem1/v35dPFiavn4lMbblO7DwZsxXMlIwkmppouNz72YszQgmPJ46NNDza99Mv9j5nzwvwLy+Ad+/OEHVv6Ufx7PmTWb/mFhvDX5bfO2gU8Monu3R9m9azePdn+U4REjCGxuav147LHH+PLLL/GReVxuZRk0oCz72kW4szQgQOug1gwdljuPP2Hu+3Pp3rOAPF7+I6vWrs4/j9+bzYCBA3hrSu48Hkj3ro/y++7dPPLoo4wYOYKHG5u6nYT1HcCnX3wm87gcsIkCY+PGjcnMzCyx84WHh3Pjxg2mTp1KQkICgYGBbNmyxTwQ5tKlSyiVdypXP/vsM7RaLYMHD7Y4z7Rp05g+fXqJxVWS/k26xbnbiagVSnrWbWjtcIrk7ibp33fvNv/crkMHpr79NufOnmXgE0/g7u4OwLYtWzhy6BDrN2zI9+YEpubA3bt2cSUuDl8/PwBq16nDsVOn2LF9OzuioujWqRNRu3fTtFkz1v3ySym+S+l+/BhtauLt7NUIV7WjlaMp3N1N0rnzuH2HDkx5azLnzpxl4OA7ebz1t984fOgwP2/8teA87tyJ3bt2EhcXh1+uPD5++iRR27ezY3sUXTt2Zt++fTRr1oxNmzaV4ruUSptAoDVqUaLGVV32o6PvbpL+fVfu+3F7prw9hbNnzzFo8KC78vgQv2wqOI87de7Erp27LPK4Tp06nPj7JFHbo4jaHkWXDp3Z+ccumjZryvoNP5fem5RKlE0UGOfMmcOrr77Ke++9R0BAQJ6+DfezfuOECROYMGFCvq/t2rXL4nlMTEyxz29tm2JMtYvtfWpTzbnsv52WtNfeeINeoaFs2bSJRzp3Zkf2h3DDRo34559/iI2JoXGTJvke+2iPHvQLCyOsXz+27dxJ1apVAXBxceHxfv14vF8/U5Pnb7/RtFmzsnpLUhHFpt1ke/wZAHr7lO+/z2tvvE6v0FA2b9pEt05d2PH7LsCUxxfvlcfdu9N/wAAG9u3Ptl07LPK4b79+9M3O482bN9NM5nG5pzVqcaYSTkpHm5us+/U3Xye0dyibN26ia8cu7PxjF5A7j2Np3KRxvsc+2qM7/cP6E9Z3ANt3Rd2Vx33p268vQgh+2/IbTZs1LZs3JJUImygw9u7dG4Du3btbbBdCoFAoMBgM1gjLZqVpNey6bFp/u4+/fUxu/O/Fi7Ro2ZIWLVuyb98+cyG+XoMGvDVlCsOHDmXtzz9Tp27+Sx+OiIggPi6OpwYP5ueNG/n777+pVasW3t7e6HQ6zp07V2IDE6TiyVnmryBfnP8DI4JW1WtTx63guU/LA1Met6BFyxbs27uX2OgYAOrXr8/bU6YwfOgw1v68vuA8HhnBlStXCH9iCL9s2sDfp/+mls+dPD5/7hyPdnukDN+RVBqMwojGoAOs0xx9L5Z5vI+YXHk8eepknn5qGGt/WUfdwvI47gpPDhrCr5vzyeOz50psgI1Udmxi0MvOnTvZuXMnO3bssHjkbJMsbYo+T5ZBj3+VagR4eN37gHJg4SefENyyJW1bt6ZWrVqE5Br40qJlSz5ZtIgnn3iC69evF3iON996i0YPPcQzY8Zw/do1BvXvT5tWrWgXFETzgAAGZXc5GNi/P1fjCy/ESGUjSZvB7gRTbfmA2oHWDaYELPj4E4JaBtK2VRC1avkQ0j53Hrfgk4ULGTJocKF5POmtSBo91IjxY8Zy/fo1BvYbYBpIExRM84AAhgwZApj6MMbLPLZJF9MuFfrYe+MwRgwoUVilOfpePvl4Aa1btKJNq2Bq+dSi3d15vGgBTw4aUngevx3JQw8/xLjR47h+7ToD+4WZB9I0DwjgicFPAKY+jDKPyweFEEJYOwh7kJKSgru7O8nJyffVhH63glZ60RoMjNm6liRNFq8GdeSR2vWLdD6h0yFuJlOnbl2cCplfUioZrsWYMiIrK4vo6Gjq1atnnvuzpPOpKErrmoXVMP7w7wHWXz5Go8o1ebfVgHuOjjZq9YgbKdSpW6fC5rGLjfbxvDuPrZHDYJ3/O3e7mHap0NfXRf9GW0MT6tWrj6dbjTKKqvyw1hKJtnIvtlU20ST9+++/F/p6ly5dyigS27fj8kWSNFl4urjS2df/vs4hhCBTry/ZwLK5qNXlakoUyXqStBlsvnIKgLA6gcXOGyEEWdnNeiXNWeUg81gqFWn6dP5Ji6GtSxNclc4IIdBkLw1YkpyUjjKHpRJlEwXGbt265dmWO9FlH0YTvdHITxdMc9WFNWiKWnl/PQoy9XqCflhUkqGZHR72QrFq16SKa+2lo2iMehpW9iS4Rv59oQqTZdDR+bcPSiEy+CP0NZutyZPKt32JRzBiRKVQoVaq0Ri1jD1U+Aoq9+Or4DlWq6mT7JNN9GG8ffu2xeP69ets2bKFNm3asHXrVmuHZzO2xf7D1fRUqjo508u/fEylI0n5uZ6VyrbskdFD67WVNSFShaA16th38wgAzkpZmJPKF5uoYcyZ4ym3nj174ujoyMSJEzl8+LAVorItGoOeH8+dAODJh5rjor7/WjwXtZrDw14oqdDynLus/b57N59/+inLV64slfNv3riRyDfewCgEE197jVFjxli8npGRwbDwcGKjo1GpVIx95hleffllwDQn6Llz5wC4ceMGbdq0Yf369aUSZ3nyw78HMAgjAVV9Cajme1/ncFY58EfoayUc2Z1zl7Xfd+9m8aef8cPKFaVy/g0bNvDqq69iNBp58803GTduXJ59Dhw4wOjRo9FoNERERDB16lQALl68SHh4OElJSfTo0YPPPvtMFvLvw6FbJ8kwZOLtWAMHpSnHnJSOfBU8p8Sv5aS0Tg3577t289mni/lx1Y+lcv575XFGRgZPPPEE0dn34+eee44XXzStODN9+nS+/PJLPDw8AFiwYAGdO3culTjtkU0UGAvi5eVl/rCt6Db8e45bWZnUdKn0wFPpKBQK2WxcRHq9nkmvv87mbduo4u5Op5AQ+g0YQI0alh3VX339dTp36UJaWhqd27VjQN++NGzYkJW5CrHDhw+nR48eZf0WbM6p2/Hsu3ERBQqerh9y3+dRKBSy2biI9Ho9EydOZOfOnbi7uxMUFMTAgQPz5PELL7zAjz/+SLNmzejYsSMDBw4kICCAN998k+nTp9O3b18GDx7Mxo0b6du3r5XeTfmkNxr4PfEvAIKqBUCWabtCoZBNx0VU1DyeNGkSXbt2JS0tjeDgYPr06UPDhg3NrxU0R7NUOJtokj5x4oTF4/jx42zZsoXnnnuOwMBAa4dndTczM1hx7iQAwxq3xEFlW5O8FlVsTAxtW7dmxNChtA4IYPyYMejzGXyz5PPPeSfXCjuz332XBR9/TEpKCn169aJD27a0Cw5mR671wnO8N3Mmiz/91Py8Tq1a5p8/fP99OrdvT9vWrZk/b16RYj508CBNmjbFx9cXNzc3evbuTdS2bRb7uLq60jl7YJabmxuNHnqIq1evWuyj0Wj47bffCAsLK9J17ZXeaOSrf/YA0MunCfUre1g5ouKLjYmhbasghg8dRquAFowfPTbfPP5i8efMnD7D/HzWu++xYH52HvcMpX2bEEKC2uSbx+/OfIfPFt3J49red5ZNmzt3Lm3atKFFixZ88EHR+nAeOHCAZs2a4Zudx3369MnT3Sc+Ph69Xk+LFi1QqVQ89dRTbNiwASEE+/bt4/HHHwdMX3x+/fXXIl1XuuPg7RPc0ibjpq5EgLv158+NjYmhTatgnn7qaQKbt2RcgXn8BTOn5crjd97jk/mfkJKSQu8eobRv046QoLbs2J5PHs94h88WfWZ+7ud1pzXhg/99QMd2HWnTKpiPPvyoSDEXJY9dXV3p2rUrYLofP/zww3nux9L9sYkaxsBA0wjJu2f4adeuHV9//bWVorIdX58+TKZex8PVPHi0TtGm0bFVf58+zeIlS2gdFMSoESP48YcfGBERYbFP/7AwHg8NZUp2oXH9unWs/flnXFxcWPXTT1SuXJmEhAQGPP44fxWxu8L2bduIv3KF3/ftw2g00rdPH3r26oV3rVo8Hhqa7zF7//qLq/Hx+Pjeucn5+PgUOmdY3OXLnDp1itatW1ts37x5M+3btzevelBRrb90lCsZSVRxcCbcv421w7lvp0+f5rMlXxAUHMSoERH8uPwHRoy0zOMBA8N4PLQ3U6dPA+Dntev46Zf1pjxeu+ZOHj/Wl7+OHMrvMnls37aNuLg4Dhw4gNFopGfPnvTu3ZtatWrlWfggx+HDh4mPj8c3Vx77+vpy5coVi/3y22f37t3cvHmT6tWrm5ug8ztWKpzOqGP7tb0AdK/ZAQeFAwZKfmR0cZ0+dZrFSz4nKDiIkcMLyuMBPNarD1NnmPJ4/br1rP1lHS4uLqxedyeP+z/WjwNHDuZ3mTy2b93GlStX2LN/D0ajkcdDH6NXaC+8a3nzWK8+KMjb3aGoeZzb5cuXOXHihMX9eN68eXzxxRd07NiR999/Hzc3tyLFLNlIgTE6OtriuVKpxNPT0zwPUkV29Ho8u+NiUKLg+ZZtUZbzfkMNGjSgdVAQAEOefJKNGzbkKTB6eXnh6enJ6VOncHR0pFKlSvj6+aHVapkcGcm+vXtRqVRcOH8erbZoN92o7dvZsnkze/eYarfS0tL458IFmjVvbrG+9YPQaDREPP00782eTaVKlSxeW7VqFeHh4SVynfLqn5TrrIk1dfgf1bADbg7ltxmuQcMGBAWb8njwk0PY+OvGPB+0Xl5eeHh4cvrUaRwdHXCtVAm/7Dx+e1Ik+/fuQ6lScb44ebxtOxs3buSPP/4AIDU1lfPnz9O8eXOOHTtWou9RKjl7Eg+Rqk+jmkMVQqq3hNKZDarYcufxkPAn2fjrhgLy2CM7jx1xdc2dx2+xb+8+VCoV588VPY+3b4tiy6bN7NtjKkSnpqZy4cIFmjVvxl+HD5RIE71GoyE8PJz333/ffD9+/vnnmTJlCgBvvPEGM2bM4P3333/ga1UUNlFgLGh5oYouVath/pH9ADxW7yEaVi3/E7zm7iivUCgK7Dg/aPBg1v30E46Ojgx8wrQiwIoffyQ9PZ39Bw+iVqupU6tWnhuUWq3GaDSan2s0GgCMRiORb7/N8LsKpzdv3iy0hrGWjw/xub7BxsfHExwcnGdfIQTjR48mtHdvc7w5MjMz2bZtG59//nm+16kIsgw6Fp7diRFBB8/6dKpZvkf5Fz2Pn2Btdh4PemIQACt++JGM9Az2HzqAWq2mtrdPvnksCsjjadOmMXLkSIv9b968WWgNo4+Pj0VNzJUrV2jbtq3Ffvnt4+PjQ40aNbh165Z5qdac7VLR3NYms/3aPgB6eXdGrVRjoHTmwS0uizym4Dx+Yshg1q7JzuPBd/I4PT2dPw/9hVqtxs/Lt1j347envM3wiBEW+9+8ebPQGsai5DGY7scRERE89thjDM5e4QtMhd8cY8aM4YUXSmfwp72yah/GHTt20LRpU1JSUvK8lpycTLNmzczfpCsaIQSLjv3FzawMfN2qMKpZK2uHVCL++ecfjh49CsCa1atp36FDvvv1Dwvj5/XrWb9uHYOyC2CpKSnU9PJCrVazeeNGbt68mee42nXqcOL4ccBUq5iWlgZA9x49+Pabb8jIyABM/XeSk5OpUaMGfx46lO9DpVIR3KYNf//9N/FXrpCWlsa2LVvo0atXnutOffttXFxdefOtt/K8tmnTJrp06ULlypXv4zdW/gkh+PTsLuIzk6nm6Mq4RuV/Ddl/LvzD0SOmPP5p1Ro6dMw/jwcMDOOXdetZv3YdAwfnzuOaqNVqNhWQx3Xq1OH4cdOsCBZ53LMHX375pTmPY3Ll8bFjx/J9qFQq2rZty6lTp7iSncebN28m9K4vSj4+PqhUKk6cOIHBYGDFihX069cPhUJBu3bt2LhxIwDLly+nX79+JfBbrBh+jY9CJ3TUq+RH66rNrR2Ohdx5vGb16kLyeAA/r/+Z9evWmwuMKSmp1Kxpuh9v2rAp/zyum+t+vO1OHvfo2YNvvsr/fvzX4QMPlMcAkZGRuLq6MnnyZIvtufsy/vzzzzRr1qy4v7IKzaoFxvnz5zN+/Ph8l9txd3fn2WefZV4RByfYm1//Pcue+FhUCgWvB3fC+QGm0bElTZs146P336d1QABKpZLwoUPz3S+nGcTZ2RlfPz8AwocOZd+ePbRp1YotmzdTu06dPMcNGDiQS5cumffJGT3XKzSUfgMG0K1TJ4IDAxk7ahRZWVn3jFetVjN77lz69OxJ+zZt+O8rr5jPmbMm9ZW4OOZ98AGHDx6kXXAw7YKD+e2338znWLVqFU8++WSxf1f2Yt2lo/yZGI1KoWRi0x64OZT/ribNmjVj3gcf0CqgRXYeP5Xvfl5eXtTIzmO/nDweNpS9e/bSJrA1WzYVlMdhXL4Ua94ndx4PHDiQdu3a0bx5c4YPH17kPP7www955JFHCAwM5NVXXzWfM/ea1AsXLmTo0KE89NBD9O7dm4CAAMA00GbatGk0aNCAatWqmQfASIU7lnSGUynnUaJkoG+ozU1F1Kx5Mz58/0MCm7e8dx7XqIGT0508fmrYU+zds5fgwKDs+3HtPMcNGBjGpdhLBAcGsXnzljt53LsX/cMG0LVjF4JatmZ0xOgSy+O4uDjmzp3LgQMHCAwMJDAw0Hw/fuONNwgICKBFixYcOXKEd955575+bxWVVdeSrlu3Llu2bKFJkyb5vn727Fl69erFpUuFr8tpC0pyvcmoSxcZt3UdRgRjmwcxsGHTB47PFtaSjo2J4emnnmLPn39a5fplqaKsJV3YOtEAUVfP8vl509KfzzzUmR618v+/XlS2sJZ0bEwMw8KHsvev/Va5vq1OJSTXkr7jYtolbmmTmH/+G7KMGrrX7ECo950lbg0aPVkJ6dT1r4uTs3X68pryeBh7/9pnlesXRq4lbZus2ofx2rVrOBTywapWq7lx40YZRlQ6TiYmFHnff5JuMumPrRgRhNZtSFiDB/uAlSRr2XPtH77ILiz292vxwIVFSSovtEYdy2N/Jsuooa6rLz28yn83DEmyaoHR19eXU6dOmSfUvNuJEyeolWsePXt39tYNpu2LIsugp6WnN8+3DLG5JowHUdffP0/t4lODBxMTE2Ox7ctvvqF5dlOYVD5tjDvJdxf3I4BePk0faIJuW1PX3z9P7WL44CHERMdYbPtq6Tc0D7CtPmtS6TMKIysvb+By5lVcVc4MrdMPlcImpjy2YMpjy9rFJ594kti77sdfLf1a5rEEWLnA+NhjjzFlyhR69+6dZwqdzMxMpk2bVmFWE9gff4l5R/aSqdfTtEZN3m7bFbXS9m4yJW3FmjXWDkEqQVqDnqUX97H96lkAQn2aMrphR7v64pOflWtWWzsEyQYYhZHP//2Rk8nnUCmURNQdRHXHqtYOq8hW/bTK2iFINsyqBcbJkyezdu1aHnroISZMmMDDDz8MmPouLlq0CIPBwNtvv23NEEud3mjkx7PHWXn+FACBnt5MDulWaoNcrNhlVSqAvfxNYtJusuDMDi5n3EYBDK3XlgG1W5Z4YVEgsJNfmV2xlzy+l4tp+fep1xl1rI7bzLGkv1Gg4Em/vtR3yzugCSBn1piK8jsrL+Tfo3BWLTB6eXmxb98+nn/+eSIjI81/LIVCQWhoKIsWLbKYN8nenLudyIKjfxKTchuA/vUbM6Z5UOnULKpUGIGkW7eommvVBql0KA2GIu0nhODGjRsoFIpC+/PaslRdFqtiDrE1/gwCQVVHFyY0foQW1fxK/FoKtRIB3L51i2rVq1MR01ihNt57pzJmD3n8IBI1t/nx0i9czryKEiXhtR+nVbWCBysq1SqEQnD75i2q1ZD34zxUZV9wq+g5XBRWn7i7bt26bNq0idu3b/PPP/8ghKBRo0ZUq1bN2qGVmn+Tb7Hi7En2XTV9U63i6MSzLdrQ1a9eqV1ToVSirFaF5NsppGbPhSWVHsdirPetUCjw8/NDVc7WCE/ITObbf/az/eoZNEbTRMTtPOoxtlEn3B1dSuWaCqUSVY3KpNxMJTUtNd8Jfu2dg9I286S85vGD0Bi07L95hG3X9qATelxVzgyvO5CGboUvRqFQKnD2rETKjVR5P86Hg9I6RZOKmMPFYfUCY45q1arRpk3JrS27aNEi3n//fRISEmjZsiULFizId0b4HKtXr2bKlCnExMTQqFEj5s6dy2OPPVZi8dzKyuBAwhW2xf7DuduJgKlV4pHa9RnTvDVVnUrnAzY3pZMjiprVoYi1X9L9q1fNs8j7Ojg4lLsbVLpeQ7+oRWQYTCs7+LvVIKJ+O5pX873HkQ9O6eyIolY1hN72atrKQr0qNa0dQr7KYx7frzR9BnsTD7Hv5hEyDab5Axu61WWwX58i91lUuzhQyc8do94AsiXUQp1K1llJqCLl8P2wmQJjSVq5ciUTJ05k8eLFhISEMH/+fEJDQzl37hw1a+a92e7bt4+hQ4cye/Zs+vbtyw8//EBYWBhHjhyhefP7Hx1mFIJ5h/eyKfocF5NvmberFAo6+NRh6MMtqFOl6n2f/34olEqoAINprM3e10GvpHbicb8A/k6KZ0CdQFpW8yvTZjWFUonCsWLmsb3nlq0yCAM7r//Jzut/ciEtBoMwffGu4ViN7jXbE1QtoNj/BxRKBSpHu/wYfiAyx22TVSfuLi0hISG0adOGhQsXAqZ1K2vXrs2LL77IpEmT8uwfHh5Oeno6GzZsMG9r164dgYGBLF68uEjXLGhyzz5rl/L3LdNcko2q1qCjTx2612lANefSr1GUrCfAw/uBji8PE3drjXoupFwvg8ik3JpVLR/rONvbxN1CCJ4/MoUbGtOXfz8Xb7p5tqO5+0MobXDanPKsQUGDhaxATtx9h919tdFqtRw+fJjIyEjzNqVSSY8ePdi/P/+VGfbv38/EiRMttoWGhrJ+/foCr6PRaMwLqQshzEtr3b0u9qj6zYn2uEVLT2+q5hQSdXrSdKnFfWtSOZLi6Ppgx2fnUWl+n8udw2Bavz33tYsiLUXmcVlLURb972NNZZHDUDJ5XFSPuoVwVXWdpu6N8HA0DVZJT00v8etUdClG28nxssrj8sDuCoyJiYkYDIY8o6u9vLw4e/ZsvsckJCTku39CQsErtMyePZsZM2bk2V67dt71NCXpfqWmpuLu7l4q55Y5LJWF0sxhkHkslY3SzuPywO4KjGUlMjLSXCsphCAlJQWdTkeNGjXseoqElJQUateuzeXLlyt89XxJKOj3KYQgNTUVH5/Sa37MncNg6rpx69Ytu89hkHlc0vL7fZZFDoPMY5nHJceaeVwe2F2B0cPDA5VKxbVr1yy2X7t2DW/v/PuVeXt7F2t/ACcnJ5yc7iyQXtG+eVSpUkXeoEpQfr/P0s6pu3MYoGrVqqV6TVsj87hk3f37LIv7osxjmcclzRp5XB7YXU9dR0dHgoKCiIqKMm8zGo1ERUXRvn37fI9p3769xf4A27ZtK3B/SZIkSZKkisTuahgBJk6cyMiRIwkODqZt27bMnz+f9PR0Ro8eDUBERAS+vr7Mnj0bgJdeeomuXbvy4Ycf8vjjj7NixQoOHTrEF198Yc23IUmSJEmSZBPsssAYHh7OjRs3mDp1KgkJCQQGBrJlyxbzwJZLly6hzDUXYYcOHfjhhx+YPHkyb731Fo0aNWL9+vUPNAejvXJycmLatGl5moCk+yN/n9Yhf+8lS/4+rUP+3kuW/H0Wzi7nYZQkSZIkSZJKjt31YZQkSZIkSZJKliwwSpIkSZIkSYWSBUZJkiRJkiSpULLAKEmSJEmSJBVKFhglm9GtWzc5Ml2qMKZPn45CoSAxMdHaoUjSfZP37YpDFhgrsNOnTzN8+HB8fX1xcnLCx8eHp59+mtOnTxf7XH///TfTp08nJiam5AOVKpSlS5eiUChwdnbmypUreV6XH1BSeZCTxzkPZ2dnfHx8CA0N5ZNPPiE1NdXaIUpSscgCYwW1du1aWrduTVRUFKNHj+bTTz9l7Nix7Ny5k9atW7Nu3bpine/vv/9mxowZssAolRiNRsOcOXOsHYYkPZCZM2eybNkyPvvsM1588UUAXn75ZQICAjhx4oSVo5OkorPLibulwl28eJERI0ZQv359fv/9dzw9Pc2vvfTSS3Tu3JkRI0Zw4sQJ6tevb8VIS57RaESr1eLs7GztUKR7CAwMZMmSJURGRuLj42PtcMqtjIwMXF1drR1GhdWnTx+Cg4PNzyMjI9mxYwd9+/alf//+nDlzBhcXFytGaPvkfds2yBrGCuj9998nIyODL774wqKwCODh4cHnn39Oeno6//vf/8zbr1y5wtixY/Hx8cHJyYl69erx/PPPo9VqWbp0KUOGDAHgkUceMTfB7Nq1y3z8p59+SrNmzcxN3y+88AJJSUn5xnf48GE6dOiAi4sL9erVY/HixXn20Wg0TJs2jYYNG+Lk5ETt2rV544030Gg0FvspFAomTJjA8uXLzdffsmXLff7mpLL01ltvYTAY7lnLqNfreeedd2jQoAFOTk74+/vz1ltvWeRC3759C/zy0759e4sPdIDvv/+eoKAgXFxcqF69Ok899RSXL1+22CenafzEiRN07doVV1dXGjZsyJo1awDYvXs3ISEhuLi48PDDD7N9+/Z8r5+YmMiTTz5JlSpVqFGjBi+99BJZWVl59itOTIcPH6ZLly64urry1ltvFfr7k8reo48+ypQpU4iNjeX77783bz979iyDBw+mevXqODs7ExwczC+//JLn+KSkJF555RX8/f1xcnLCz8+PiIgIi/6wxb1Hrl69mqZNm+Li4kL79u05efIkAJ9//jkNGzbE2dmZbt26FdiKJO/bFYCQKhwfHx/h7+9f6D7+/v7Cz89PCCHElStXhI+Pj3B1dRUvv/yyWLx4sZgyZYpo0qSJuH37trh48aL473//KwDx1ltviWXLlolly5aJhIQEIYQQ06ZNE4Do0aOHWLBggZgwYYJQqVSiTZs2QqvVmq/ZtWtX4ePjI2rWrCkmTJggPvnkE9GpUycBiK+++sq8n8FgEL169TLH8/nnn4sJEyYItVotBgwYYPE+ANGkSRPh6ekpZsyYIRYtWiSOHj1aMr9IqVR88803AhAHDx4UY8aMEc7OzuLKlSvm17t27SqaNWtmfj5y5EgBiMGDB4tFixaJiIgIAYiwsDDzPt99950AxIEDByyuFRMTIwDx/vvvm7e9++67QqFQiPDwcPHpp5+KGTNmCA8PD+Hv7y9u375tEYePj4+oXbu2eP3118WCBQtE06ZNhUqlEitWrBDe3t5i+vTpYv78+cLX11e4u7uLlJQU8/E5/y8CAgJEv379xMKFC8Xw4cMFIEaMGGERZ3Fi8vb2Fp6enuLFF18Un3/+uVi/fv19/y2k+5c7j/Nz+fJlc94KIcSpU6eEu7u7aNq0qZg7d65YuHCh6NKli1AoFGLt2rXm41JTU0Xz5s2FSqUS48ePF5999pl45513RJs2bcz3tuLeI1u0aCFq164t5syZI+bMmSPc3d1FnTp1xMKFC0XTpk3Fhx9+KCZPniwcHR3FI488YnG8vG9XHLLAWMEkJSUJIM9/0Lv1799fACIlJUVEREQIpVKZ743PaDQKIYRYvXq1AMTOnTstXr9+/bpwdHQUvXr1EgaDwbx94cKFAhBff/21eVvXrl0FID788EPzNo1GIwIDA0XNmjXNhctly5YJpVIp/vjjD4trLV68WABi79695m2AUCqV4vTp04X/YiSbkfuD9uLFi0KtVov//ve/5tdzFxiPHTsmADFu3DiLc7z22msCEDt27BBCCJGcnCycnJzEq6++arHf//73P6FQKERsbKwQwlSAVKlU4r333rPY7+TJk0KtVltsz8nXH374wbzt7Nmz5pz7888/zdt/++03AYhvvvnGvC2nwNi/f3+La/3nP/8RgDh+/Ph9x7R48eL8frVSGbpXgVEIIdzd3UWrVq2EEEJ0795dBAQEiKysLPPrRqNRdOjQQTRq1Mi8berUqQKwKETm3l+I4t8jnZycRHR0tHnb559/LgDh7e1t8SUnMjJSABb7yvt2xSGbpCuYnJF5lStXLnS/nNdTUlJYv349/fr1y9NsB6amg8Js374drVbLyy+/jFJ5J93Gjx9PlSpV2Lhxo8X+arWaZ5991vzc0dGRZ599luvXr3P48GEAVq9eTZMmTWjcuDGJiYnmx6OPPgrAzp07Lc7ZtWtXmjZtWmickm2qX78+I0aM4IsvvuDq1at5Xt+0aRMAEydOtNj+6quvApjzq0qVKvTp04dVq1YhhDDvt3LlStq1a0edOnUA02Awo9HIk08+aZFb3t7eNGrUKE9uubm58dRTT5mfP/zww1StWpUmTZoQEhJi3p7z87///pvnPbzwwgsWz3MGRuS8t+LG5OTkxOjRo/NcR7I9bm5upKamcuvWLXbs2MGTTz5Jamqq+W988+ZNQkNDuXDhgnnGgJ9++omWLVsycODAPOfLuR8X9x7ZvXt3/P39zc9z8vWJJ56w+KwoKI/lfbtikINeKpic//z3mtIh53W9Xk9KSsp9T2MSGxsLmD5Ic3N0dKR+/frm13P4+PhQqVIli20PPfQQADExMbRr144LFy5w5syZPP0vc1y/ft3ieb169e4rdsk2TJ48mWXLljFnzhw+/vhji9diY2NRKpU0bNjQYru3tzdVq1a1yK/w8HDWr1/P/v376dChAxcvXuTw4cPMnz/fvM+FCxcQQtCoUaN8Y3FwcLB47ufnl+dLk7u7O7Vr186zDeD27dt5znn3tRo0aIBSqTT3FStuTL6+vjg6Oua7r2Rb0tLSqFmzJv/88w9CCKZMmcKUKVPy3ff69ev4+vpy8eJFnnjiiULPW9x7ZM4Xphw5+VrUPJb37YpBFhgrGHd3d2rVqnXP6RxOnDiBr6+vTY5KMxqNBAQEMG/evHxfv/smJ0cglm/169dn+PDhfPHFF0yaNCnffe5V0w3Qr18/XF1dWbVqFR06dGDVqlUolUrzgC0w5ZZCoWDz5s2oVKo853Bzc7N4nt8+hW3PXbtZkLvfS3FjkvlePsTFxZGcnEzDhg0xGo0AvPbaa4SGhua7/91figpT3HtkaeTxg8Yk89j2yAJjBdS3b1+WLFnCnj176NSpU57X//jjD2JiYnj22Wfx9PSkSpUqnDp1qtBzFvSBXbduXQDOnTtnMUpVq9USHR1Njx49LPaPj48nPT3d4tvq+fPnAcxNJg0aNOD48eN07969SAUFqfybPHky33//PXPnzrXYXrduXYxGIxcuXKBJkybm7deuXSMpKcmcfwCVKlWib9++rF69mnnz5rFy5Uo6d+5sMWVPgwYNEEJQr149cw1Jabtw4YJFbco///yD0Wi0yPeyjkkqfcuWLQMgNDTUfG90cHDIc0+8W4MGDe55Py7re6S8b1cMsg9jBfT666/j4uLCs88+y82bNy1eu3XrFs899xyurq68/vrrKJVKwsLC+PXXXzl06FCec+V808y5Udw9VU6PHj1wdHTkk08+sfhW+tVXX5GcnMzjjz9usb9er+fzzz83P9dqtXz++ed4enoSFBQEwJNPPsmVK1dYsmRJnngyMzNJT08vxm9DKg8aNGjA8OHD+fzzz0lISDBvf+yxxwAsmpUBcy3G3fkVHh5OfHw8X375JcePHyc8PNzi9UGDBqFSqZgxY0aeWhQhRJ7/LyVh0aJFFs8XLFgAmObvs1ZMUunasWMH77zzDvXq1ePpp5+mZs2adOvWjc8//zzfvro3btww//zEE09w/PjxfBdXyMmPsr5Hyvt2xSBrGCugRo0a8e233/L0008TEBDA2LFjqVevHjExMXz11VckJiby448/0qBBAwBmzZrF1q1b6dq1K8888wxNmjTh6tWrrF69mj179lC1alUCAwNRqVTMnTuX5ORknJycePTRR6lZsyaRkZHMmDGD3r17079/f86dO8enn35KmzZtGD58uEVsPj4+zJ07l5iYGB566CFWrlzJsWPH+OKLL8x9tUaMGMGqVat47rnn2LlzJx07dsRgMHD27FlWrVrFb7/9lu8AHal8e/vtt1m2bBnnzp2jWbNmALRs2ZKRI0fyxRdfkJSURNeuXTlw4ADffvstYWFhPPLIIxbneOyxx6hcuTKvvfYaKpUqT1+wBg0a8O677xIZGUlMTAxhYWFUrlyZ6Oho1q1bxzPPPMNrr71Wou8rOjqa/v3707t3b/bv38/333/PsGHDaNmypdVikkrO5s2bOXv2LHq9nmvXrrFjxw62bdtG3bp1+eWXX8zdfhYtWkSnTp0ICAhg/Pjx1K9fn2vXrrF//37i4uI4fvw4YPrCv2bNGoYMGcKYMWMICgri1q1b/PLLLyxevJiWLVuW+T1S3rcrCCuMzJZsxIkTJ8TQoUNFrVq1hIODg/D29hZDhw4VJ0+ezLNvbGysiIiIEJ6ensLJyUnUr19fvPDCC0Kj0Zj3WbJkiahfv75QqVR5pthZuHChaNy4sXBwcBBeXl7i+eeft5g/Tog706UcOnRItG/fXjg7O4u6deuKhQsX5olHq9WKuXPnimbNmgknJydRrVo1ERQUJGbMmCGSk5PN+wHihRdeePBfllRmCpuOJGfOxdzzMOp0OjFjxgxRr1494eDgIGrXri0iIyMtpifJ7emnnzbPC1qQn376SXTq1ElUqlRJVKpUSTRu3Fi88MIL4ty5c+Z97p4PMkfdunXF448/nmf73bmYM63O33//LQYPHiwqV64sqlWrJiZMmCAyMzNLNCap7OXkcc7D0dFReHt7i549e4qPP/7YYrqaHBcvXhQRERHC29tbODg4CF9fX9G3b1+xZs0ai/1u3rwpJkyYIHx9fYWjo6Pw8/MTI0eOFImJieZ9HuQeGR0dnWd+UiGE2LlzpwDE6tWrzdvkfbviUAhxH71XJUmSJEmSpApD9mGUJEmSJEmSCiULjJIkSZIkSVKhZIFRkiRJkiRJKpQsMEqSJEmSJEmFkgVGSZIkSZIkqVCywChJkiRJkiQVSk7cXQKEEKSkpJCamkrlypXlskfSAxNCkJqaio+PD0pl2XyvMxqNxMfHyxyWSoQ1chhkHksly1p5bItkgbEEpKamUrVqVWuHIdmhy5cv4+fnVybXio+Pp3bt2mVyLaniKMscBpnHUuko6zy2RbLAWAIqV67M5cuXqV27NpcvX6ZKlSrWDkkq51JSUqhduzaVK1cus2vmXEvmsFQSrJHDIPNYKlnWymNbJAuMJUChUJhvTFWqVJE3KanElGWTWs61ZA5LJamsm4VlHkulQXZvkINeJEmSJEmSpHuwuxrG33//nffff5/Dhw9z9epV1q1bR1hYWKHH7Nq1i4kTJ3L69Glq167N5MmTGTVqVInEYzAY0Ol0JXIuqWQ4ODigUqmsHUa5IvPY9sg8liSpLNldgTE9PZ2WLVsyZswYBg0adM/9o6Ojefzxx3nuuedYvnw5UVFRjBs3jlq1ahEaGvpAsaSlpREXF4cQ4oHOI5UshUKBn58fbm5u1g6lXJB5bJtkHkuSVJZsosCYnp5OpUqVSuRcffr0oU+fPkXef/HixdSrV48PP/wQgCZNmrBnzx4++uijByowGgwG4uLicHV1xdPTU/Z/sBFCCG7cuEFcXByNGjWSNTT3IPPYNsk8liSprNlEgdHLy4snn3ySMWPG0KlTpzK99v79++nRo4fFttDQUF5++eVCj9NoNGg0GvPzlJQUi9d1Oh1CCDw9PXFxcSmxeKUH5+npSUxMDDqdrtQ/aIUQ6IUGtcIRhcK2ugzfK4dB5rEtK8s8tmVFyWNJkh6cTRQYv//+e5YuXcqjjz6Kv78/Y8aMISIiAh8fn1K/dkJCAl5eXhbbvLy8SElJITMzs8APydmzZzNjxox7nl/WyNie+/mbaI2ZpOlvk57rkZB1Ea0xE51Rg86YZXoIDfrs59rsnwVGnmv4FdUca5XCu7l/Rc1hkHlsi4ryN0nVnCr09cpOzUsqHKspTh5L5YPQnUIIPRiugOEyGC6B/hIYE1BUmYLCqau1Q6yQbKLAGBYWRlhYGDdu3GDZsmUsXbqUKVOmEBoaypgxY+jfvz9qtU2EahYZGcnEiRPNz3PmarIlarWagIAANBoNLi4uPPfcc4wfP77Ezh8fH8/rr7/O8uXLOXbsGNevX6dXr14ldv6ypDVmcVNziRuaWG5r47maeYF0/W0yDSlkGlLRC+0Dnj+zhCItOeUhh0HmcUkQQqA33iZTH4tGfxWtIQGt/hrVXDpRu+rz1g7vgZSXPJbyEro7X2iE0IP+DGgPg+64qbCIPu9BuvMgC4xWYVOlME9PTyZOnMjEiRNZsGABr7/+Ops2bcLDw4PnnnuOSZMm4erqWqLX9Pb25tq1axbbrl27RpUqVQptgnNycsLJyalY17qaeeG+YixILZdGhb5etWpVjh49CsClS5cICwtDCMEzzzxTItf38fFh+fLlABw7doxTp07Z/Aet1piF1pCF1pjJH9e/55rxAknaq6TqbwKFD+pQKxxxUVXBRVUZF1VlnFWVcVJWwkHphIPS2fSvIvtfpRNqhTOOSmf8XJviqHQumzdYDPeTw3DvWqviKEoNl8zj4tPor5KcdYibGdvI1MeQpbuEQaTl2U+pcKQ25bvAeL95LNkGYUgEzTbI2g7ituWLChdQ1TE/FE5dwaGJdQKVbKvAeO3aNb799luWLl1KbGwsgwcPZuzYscTFxTF37lz+/PNPtm7dWqLXbN++PZs2bbLYtm3bNtq3b1+i17G2OnXq8OGHH/LKK6/wzDPPkJ6ezgsvvMDp06cxGo3MmTOHnj17Mn36dOLi4jh//jxxcXHMmjWLp556ivj4eIYMGUJaWhpCCL7//nuqVKnC4MGD+euvv5g6dSpZWVls376dWbNmMXHiRP766y/c3d1JTU2lZcuWnD9/3io1xaZ+hFo0hnSyjGlk6DLINKTyd8rvZCgTzfs5qypTzcGbKg41qezggZu6enYB0VRIdFDe34eSk6pkv+RUZBU5jwuSrj1PpsggJesQqdpjpGv/Rmu4ns+eSpxUtXBS++Kk9sZR5U0N125lHa5UweSuRbTYbrwNGStAEwUYTRsVVcAxCBxagfphUHpYdL1QOJT/LhTlmU3c9dauXcs333zDb7/9RtOmTfnPf/7D8OHDLdZn7tChA02a3PubRVpaGv/884/5eXR0NMeOHaN69erUqVOHyMhIrly5wnfffQfAc889x8KFC3njjTcYM2YMO3bsYNWqVWzcuLHE36e1tW7dmnPnzgHw3nvv0bdvX5YuXUpiYiKdOnXizJkzAFy8eJGoqCguXbpEaGgoTz31FD/++CPdunXjvffeQ6/Xo9VquX7d9KGkUqmYOXMmp06d4oMPPgDgzz//ZNWqVYwfP541a9YwcODAMv+Q1Rk1ZBpSyDKkYxCWcwgqUOLn0hT3SjWo7uhLNcdaOKvk9CTlQUXL44IIYcRgzOBS0uekGXcDhlyvKnFxqIebY1NcHBrioq6Dk9oXpcLR4hz20IdRKl+EEKYaxfSlQJZpo7oZOIeCYwgKhYM1w5MKYRN3vtGjR/PUU0+xd+9e2rRpk+8+Pj4+vP322/c816FDh3jkkUfMz3P6towcOZKlS5dy9epVLl26ZH69Xr16bNy4kVdeeYWPP/4YPz8/vvzyyweeg9EW5Z5Hb+vWrWzYsIF3330XME1tlNM037dvXxwcHGjQoAFJSUkAtGnThoiICNRqNYMHDyYgIKDQa40aNYqRI0cyfvx4li1bxvz580vlPeXQGrNvPMLUXzDLmIrOqLHYx0FpaiIWRiUpai1taoTh4FRxR5eWV/acxwUx5OoDK4QOnTGJDF0yOuNt0nVnQWXAWV2HKk5tcHNqTiWHxqiUclS7ZFuEyIK0haDdZ9qgbgSuo1DIZuZywSYKjFevXr1n30QXFxemTZt2z3N169at0AmGly5dmu8xOX2k7NmxY8do3LgxAEajkV9//ZW6devm2S+//kBdunRh7969bNiwgaFDhzJr1ixatGhR4LXq16+PWq1mx44dJCcnF7pviRCgNWaQYUjGIO50lHZUuuCkdMVB6WJu2shSaAo6i1QO2HUeF8JUULyF3piGqb+tQIEKD9e+eFQJxEld+rNKSNL9EsZUSJkJhouAGlxHgPPjNjfdmFQwm/hLVa5c2dwslNvNmzcr9PxiJeny5cu89tprTJgwAYBevXrxySefmF8/duxYocfHxsbi7e3Ns88+y4gRIzhx4oTF65UrVyY1NdVi26hRoxg+fDgjRowomTdRAJ1RQ7LuGqn6mxiEHgUKXFSVqeZYi8oOHjiqXOW0MHbCnvO4IEIY0Rlukam/hN6YCghUChccVJ44qKrjWam3LCxKNk0Y0yBluqmwqKgCVWagcOknC4vljE38tQqqEdRoNDg6Oub7mnRvSUlJBAYG0rRpU8LCwnjuuecYO3YsAFOmTDHXmDRt2tTcZ6sgu3btomXLlrRq1YotW7Ywbtw4i9cfeeQRjhw5QqtWrcyDiAYPHszt27cZNmxYqbw/IYyk6hJJ1FxCL7QoUOCqqkI1Rx9c1VVRKmyiAl16QPaex4UxGNPJ0F1AZ7wFCJQKF5zVfjipfVEpZJOzZPuE0EPqHDBEg8Idqrwjm6DLKYWw4gKxOTUDr7zyCu+8847FmqgGg4Hff/+dmJiYctFcnJKSgru7O8nJyVSpUoWsrCyio6OpV68ezs62N6VKWdi1axcff/wx69atK/Fz641aknQJ5n6KjkoXKqmroVTcu0Y6K0vDpZhYqvg4lkkfxntNf5Sfu/OpLOR3TZnHpZvHBRFCoDXcyB7tLFCgxkFVA7XSDcjuWpGlISYmFm8/BY5O9/fdvzQHvVgjh615XSl/xtsvgWazaYqcKrNQqPN2Hykqa4ySlvl0h1WrYD766CPAdHNcvHixRfOzo6Mj/v7+LF682FrhSQ9gxowZLF26lPXr1z/QecyDWXLRGzWk6BIRGFGgxE1dDUc5dY1UCkoqj+/FYlALRrSG6xiMpnkT1crKOKg8UdhGg5AkFZnI2m4qLAK4vfxAhUXJ+qxaYIyOjgZMzUBr166lWrVq1gxHKkHTpk0r0iCl4tIaMrIn2TZNpF3ZoYZsepZKTWnlcUEERjT6eIwiC1DgqPJErazYtRpS+SSMyYiU6aYnzmEoHPOfAUUqP2zik3bnzp3WDkEqB3IXFh2VLlRW1wA5mEWyEwIDGv1VjCILBUoc1bVkP0Wp3Lh7gm6R9ikYr4PSF1zDrRSVVJKsVmCcOHEi77zzDpUqVbJYBzQ/8+bNK6OoJFulNWSaC4tOykq4qavndOWSpHJPINDoE8yFRSe1D0pFxewzKpV/Qh+bvYIL4PYfFAq5dKM9sFqB8ejRo+h0OvPPBZHToUh6o5ZUvWkJPyelqywsSnZFCIHOcB2jyMwuLPqilB+wUnmW8T0gwLG9HBFtR6xWYMzdDC2bpKWCGIWBVP0NwNQMLQuLkr3RGRKz51cER7W3LCxK5ZrQnQfdYUAJrk9bOxypBMlhd3ZMrVYTGBhofvzxxx+8/vrrBe6/dOlSXnvttULPOX36dBYuXAhAcnIywcHBfPXVVxgMBv7zn//QvHlzmjdvTocOHUhLS3ug+IUQpOoSMQojKoUDbrLPYoVU3vO4MAZjBhqDaSlDR5UnKoUc7S+Vc1nrTf86dUWhkhPK2xOr1TAOGjSoyPuuXbu2FCOxX1WrVs2z8kXnzp1L5NwZGRk8/vjjDB8+nLFjx/LDDz+QmprKyZMnUSgUnD9/HgeHB1tEPk1/0zwhdxUHD9k9oYIq73lcECEMZOkvAwKV0k2OhpbKPWG4Ctq/TE+cB1g3GKnEWa2G0d3dvcgPqWTs2rWLwYMHA6ZuAAEBAbRs2ZLg4OA8+/7444+EhoaSkZGR5zWtVsvAgQPp1asXL7/8MgAJCQl4e3ubC3UPPfRQvmv5FpXWkEma/jYAburqcuocyaw85XFuBmOmxSNLfwWj0KJQqHFUeSL7WkjlXtYmQIBDaxTqOtaORiphVvsU/uabb6x16QojZ0k1gODgYIYPH25+bd68ecybN4+ePXuSnJxscdz333/P999/z/r163FxyTutxzvvvMOgQYOYOnWqedvgwYPp1KkTO3fupEePHowaNYrGjRsD8Nhjj/Hll1/i41O05gkhBMk609riTkpXOSl3BVde87gwRpGF3miK11FVEwWlv+KQJJUmIXSg2W164tzHusFIpUJW29ixu5vydu3aZf65Y8eOTJo0iTNnzjBkyBBzTe7mzZs5ePAgW7ZsyfdDFqBLly7s2LGDuLg4/Pz8AKhTpw7nzp1j27ZtbNu2jZCQEPbt20ezZs3Ma/Lmlt8KLjmyDKnZTdFKKqnlZO4VnS3n8f0xLfsHplVcZL9FyS5oD4JIA2V1cAi0djRSKbBagbF169ZERUVRrVo1WrVqVWj/tCNHjpRhZBXDpEmT6NOnDxs2bKBdu3bs27cPMDXBXbhwgZiYGJo0yX86hJ49ezJw4ED69OnDH3/8QdWqVQFwcXGhf//+9O/fHyEEmzdvplmzZsWKyygMZOhNNS+V1O4oFHJcllQwW83jwuiNqRiFBgVKHJQeJXZeSbKqnHkXnR5BoZA15vbIagXGAQMGmPsGhYWFWSuMCuvixYu0bNmSli1bsmfPHvMyjQ0aNGD69OkMGTKEjRs3Urdu/mt/jho1iri4OMLCwvjtt984ffo0Pj4+eHt7o9PpOHv2LF26dCl2XBn6JAQCtcIRJ6XbA71Hyf7Zah4XRGBEZ7gFgFpVTX6wSnZBGG6A7rjpidMj1g1GKjVWKzDmXp+1LNdqlUw++ugjdu7ciUqlok2bNrRv355//vkHgJYtW7J48WIGDBjA1q1bqVmzZr7nmDx5MpcvX2bkyJGMHDmScePGodPpMBgM9O7dmyFDhgBF7/tlMOrQGE2DEyqpq8kxANI92WIeF0ZvTEagR4EatVIO6JPshGY7YARVQzmVjh1TCCGEtYPIcejQIc6cOQNA06ZNCQoKsnJERZeSkoK7uzvJyclUqVKFrKwsoqOjqVevHs7Ocomvu+XXhzFVl4jWmGlaJ9qh9JrqsrI0XIqJpYqPIw5OpV/DU8ulUbGPuTufykJ+15R5XHL0xnSydLEIDDiqaj7wNDpZWRpiYmLx9lPg6HR/XTcqOzV/oBgKY40ctuZ1KzLjrVGg3Qeuw1G4FH3KvOJSOJRevhZE5tMdNjHoJS4ujqFDh7J3715zP6KkpCQ6dOjAihUrzB3SJftlMGrRGjMBcFXJmhfJ/hiMqQgM2bWLla0djiTdF6E7ZfncmAraP01PHNtbISKprNhEgTGnCejMmTM8/PDDAJw7d47Ro0czbtw4tmzZYuUIH4wQAp3QlMq5HRROdjGhdabBtDSak9IVlbJ0JkqWHowQAqPILPHzKhUudpHDhRFCoDMmAaBWVUX2t5DshvYgpubouihUtawdjVSKbKLAuHv3bvbt22cuLAI8/PDDLFiwoMRWdLAmndDw4dnSqaZ/tfFaHBXlu6nQKPTmvosuKlnzYquMIpN9l1qU+Hk71Dlh91PL6I0pCKFDgVKu6CLZF91h07+OIdaNQyp1NjFnSe3atdHpdHm2GwyG++5gvmjRIvz9/XF2diYkJIQDBw4Uuv/8+fN5+OGHcXFxoXbt2rzyyitkZRU8V6BUcrIMprV6HZROqJSOVo5Gkkqezpg9MlrpjsI2bruS9MCEMIDuhOmJQyvrBiOVOpuoYXz//fd58cUXWbRokXl5r0OHDvHSSy/xwQcfFPt8K1euZOLEiSxevJiQkBDmz59PaGgo586dy3ek5A8//MCkSZP4+uuv6dChA+fPn2fUqFEoFArmzZv3wO/PQeHEq41LZz1sB0XJLFtWHLt27WLhwoWsWbPmgc8lhNFcYMypXdy4YRNvvj4Jo9HIa6+/yphxo/Mc998JL7Pup3X41fZj/4G95u0jhkVw5sxZDAYDHTt15JOF81Eq5Qd0SVAqXOhQ50SpnNcaSjKP87NhwwZeffVVjEYDL00czsgxT6DKVbuYkZHBkMFDiYmJRaVS8cyz45gw4XkAZsx4l6+/WoqHRw0A5n88j86dO5ZKnJJ03/T/gEgHRSVQN7R2NFIps1qBsVq1ahb9ltLT0wkJCUGtNoWk1+tRq9WMGTOm2PM0zps3j/HjxzN6tKmgsXjxYjZu3MjXX3/NpEmT8uy/b98+OnbsyLBhwwDw9/dn6NCh/PXXX/f57iwpFIpy32xcWrTGDAQClUKNg8IFvV7PG6+9ydaoLbi7u9OuTQcGDOxPjRo1LI57auiTjBodwQvPv2ixfdHihVSpUgUhBMPCn+bXn39lwMABZfmW7JZCobD7puOSotfrmThxIjt37sS5Uhbt2nZnQFhffLws++e+8eZrdO3ambS0NELadqJ37140bNgg+7VXeeGF560RviQVTc7ciw4t5JyiFYDVCozz588vlfNqtVoOHz5MZGSkeZtSqaRHjx7s378/32M6dOjA999/z4EDB2jbti3//vsvmzZtYsSIEQVeR6PRoNHcGciSkpJScm+ihMTExNC/f38aN27MyZMnadu2LV999ZW5UJ7js88+4+rVq8ycOROAmTNnUrlyZcaOHUtYWBhJSUkYjUY++OADevToYXHs9OnT8fDwYMKECQB4eHiQmJgIwNy5c1mzZg0ajYaIiAhee+21PDFmGdIBcFa5gQIOHjhI06ZN8PX1BSC0dy+2b91O+NBwi+M6dOxATExsnvPlTHtgMBjQaLRg54MpHkR5yGEoH3l8twMHDtCsWTN8fGqRrj1Hz9BO7Io6zLBhd1aMcXV1pWtXUx9tNzc3HnqoEVevJpgLjFLRlJc8tku6o6Z/5VKAFYLVCowjR44slfMmJiZiMBjw8vKy2O7l5cXZs2fzPWbYsGEkJibSqVMnhBDo9Xqee+453nrrrQKvM3v2bGbMmFGisZeGU6dO8fXXXxMcHMywYcP4/vvvGTVqlMU+gwYNonv37uYP2p9++omNGzfi4uLCzz//TOXKlUlISCA0NJTjx48X6bpbt24lLi6OAwcOYDQa6dmzJ71796ZWrVp0794dgUAIgUGY+q6qlQ78eXA/V+Ov4uN7p9+qj68PV+Lji/WenxoylN27fqdnrx7069+3WMdWJOUlh8F28zg/hw8fJj4+Hl9fXwzGNAR6fHy8uXr1ZoHXuXw5jpMnT9G6daB52/yPFvDlkm/o0KEdc/83Czc3ufJRfspTHtsTYcwA/QXTE4eW1g1GKhM217krKyuLlJQUi0dp27VrF7NmzeLTTz/lyJEjrF27lo0bN/LOO+8UeExkZCTJycnmx+XLl0s9zvvRsGFDc7/Qp556ij179uTZx8vLC09PT06dOsX58+epVKkSfn5+CCF44403CAgIoHfv3pw7dw6tVluk627dupWNGzfSqlUrgoKCiI2N5fz589SoUYNjx45x8Mhf7D74G9v/+oXfD27j4JEDqFQl06SxYvWPxF6JRgjBjqidJXJOe1RechhsN4/vfhw+sh8UWoxGLULozYNdlAonCppKR6PRMHToCObOnUWlSpUAeO658Zw9d5JDh/fj4urKzJmz7uO3VjGUpzy2K/qzgBGUXihU+a+iJNkXmxj0kp6ezptvvsmqVau4eTPvt3CDwVDkc3l4eKBSqbh27ZrF9mvXruHt7Z3vMVOmTGHEiBGMGzcOgICAANLT03nmmWd4++238x004eTkZF4L25bl7ieqUCgKnO/uySefZPXq1Tg6OpqXQlu+fDnp6ekcPXoUtVqNh4dHng9atVqN0Wg0P89pGjIajUybNi1PTfLNmzezaxiNGIx6c/9FhULJnwf3UcunFvFX7tQoxl+Jp02b4GK/b0dHRwaE9efXX36lR8/8a4IquvKSw2C7eZyXkQPZeXzlyhUMRlOXi4SrN2nbJu+KP0IIRo0cR58+oTwxeKB5e+4WktGjI3jxxVfyfb9S+cpju6LPbrFzaGrdOKQyYxM1jG+88QY7duzgs88+w8nJiS+//JIZM2bg4+PDd999V6xzOTo6EhQURFRUlHmb0WgkKiqK9u3zn4U+IyMjT6Ewp7bLhlZOvC8XLlzgyJEjgGn0eKdOnfLdb9CgQaxdu5affvrJ/EGbkpKCl5cXarWaDRs25FuYr1u3LseOHQNg27ZtpKWZRjz36tWLL7/8kowM0/yKMTExJCcnm2tm9h3azba/fmbHgQ0cOnKQg0f+Mq0H3LYNp0//zZUrV0hLS+O3LVvpGdqzSO9Vp9MRG2vq12gwGNi0cTMPN374HkdJ5YGt5nHeGkZTHrdtG8yp06e5cuUq6ekaftuyg16hPfJc9623puLq6sLbb1sOxrt69ar5519+2UCzpk2K+RuTpFKmMy3ji7qxdeOQyoxNFBh//fVXPv30U5544gnUajWdO3dm8uTJzJo1i+XLlxf7fBMnTmTJkiV8++23nDlzhueff5709HTzqOmIiAiLQTH9+vXjs88+Y8WKFURHR7Nt2zamTJlCv379SqyZ1FqaN2/O3LlzadKkCUql0jwS/G5eXl54eHjg7OxsXorx6aef5o8//iAgIICNGzdSp06dPMcNGjSI2NhY8z45o5l79+7NwIEDadeuHc2bN2f48OEW81pqDKYPYEelq0VLnVqtZu77c+jVvTdtWofw8isvmc/Z//Ew4rP7M44bPZ6uHbtx8sRJ6tdpwE+rf0Kn0zFiWAStWwYT3KotlatU5plnxz/4L1GyOlvN44Ko1Wpmz43k8dBxdGw7mFde+a/5nH2z8zguLo73//chBw8eJqh1CEGtQ/jtt20ATHpzMoEt29AqsC1Hjxxjxsyp9/V7k6TSIIQuV/9FWcNYUSiEDVShubm58ffff1OnTh38/PxYu3Ytbdu2JTo6moCAAPO3/eJYuHAh77//PgkJCQQGBvLJJ58QEmKaib5bt274+/uzdOlSwDQFxnvvvceyZcu4cuUKnp6e9OvXj/fee8+8tvW93L1AeVZWFtHR0dSrVw9nZ+tMqRMTE8PgwYM5dOhQmV5Xa7zHB6oQ3NJeQSBwd6iJWlm2zUlZWRouxcRSxccRB6fS/0JQyyVvU+S9WGPB+/yuWZHz+H4YstdDFxjJ1EUDAmd17ew+jCUrK0tDTEws3n4KHJ3u77t/ZafmJRzVHdbIYWtet6IQulMI3TlIiQRFFaj2TZkt7alwKL18LYjMpztsog9j/fr1iY6Opk6dOjRu3JhVq1bRtm1bfv311yIX2O42YcIE8xQZd9u1a5fFc7VazbRp05g2bdp9XUsqHq0xE4FAqVChtsLE45JU2ozGDECgUDigVMjViyQ7o7/THG3v68BLd9hEgXH06NEcP36crl27MmnSJPr168fChQvR6XQlstJKReXv75+nVmbgwIFER0dbbFu2bBkBAQFlFpcmuxbG6a7maEnKj63mcWEMwtTlwjTRuUxyyc7k9F+UzdEVik0UGF955c4IwB49enDmzBmOHDlCw4YNadGihRUje3A20OJvYd26ddYNQAh02QVGR6WVVg3J/pvIj/Gik3lcHMI8OlqlrFR6V7Gxv4lUMQgh7vRfVMtBhRWJTRQY7+bv74+/v7+1w3ggDg4OKBQKbty4gaenZ4WqttcaNQW+pjdq0Or1KBVK9EaBXlHwvqVCCG4l3jY1iTvYxJgvm1aR8/h+GIwajEKD1qAHFCgMShSUfI4LIbh58zYKhUCtlnkslSHjLRBJgBLU/lYORipLNlNgjIqK4qOPPuLMGVNVd5MmTXj55ZfzLOFVXqhUKvz8/IiLiyMmJsba4ZSpnNVb8qMxZKATGhwUjiSp7j3atDQIBFW8HFEqZeHnXipyHt8Po9BiMGZgEOkoFU6olcZ7H3SfFAqBh7cSpUrmsVSGDBdN/6rqoJB90CsUmygwfvrpp7z00ksMHjyYl156CYA///yTxx57jI8++ogXXnjByhHeHzc3Nxo1aoROV3AByh5dz4rJ/wUh2JqwnHRDMu1qDMbTpVqZxgWmZmilg1IWFouhoubx/UjXnif69iKy9Jeo5Tacqi7tSu1aarUsLEpWoP/H9K9arnle0dhEgXHWrFl89NFHFqOa//vf/9KxY0dmzZpVbguMYKqhKe9zORaXg8j//d7WxnNDXESlcsCnSgPUyor1eynPKmIe349MkUam+BNUUK1yExxUsrlYsjPmAmND68YhlTmbuJslJSXRu3fvPNt79epFcnKyFSKSSsPljNMA1HJuhFoppxqR7E+a5hQAzuo6OKjKvgZdkkqTacBLdpO0rGGscGyiwNi/f/98Rz3+/PPP9O3b1woRSaUhLuNvAPxcm1k5EkkqHanaEwC4OZbv2R0kKV+GOBCpgBpUda0djVTGrNYk/cknn5h/btq0Ke+99x67du0yr/f8559/snfvXl599VVrhSiVIJ0xixuaGAB8XeS6uJJ9StOcBKCykywwSnZIb6pBR1UXhcLBurFIZc5qBcaPPvrI4nm1atX4+++/+fvvv83bqlatytdff83kyZPLOjyphCVkXURgpLK6BpUdalg7HEkqcRp9AhrDFUBJJUc5obFkf4TO1K0IdX3rBiJZhdUKjHev0iDZt6uZ5wCo5SInepXsU1LWfgBcHRqgVrpZORpJKgV6030cdT3rxiFZhU30YcxNCCFXMLBD8ZnnAfBxecjKkUhS6UjO+hMAN0fbWJ5QkkqcLrvAKPsvVkg2U2D87rvvCAgIwMXFBRcXF1q0aMGyZcusHZZUAjL0KSTprgIKvJ0bWTscSbpvqZpTBT5uZf4OgJuTLDBK9kcYk8CYYHqiqmPVWCTrsIl5GOfNm8eUKVOYMGECHTt2BGDPnj0899xzJCYmWqw1LZU/CVmm2sUajr44q2RTnWR/tIZEdIYbgJJKDo2tHY5UAIPBICegv09Cex6h8wFldRRaF+ABVzFSgINagUpOPl9u2ESBccGCBXz22WdERESYt/Xv359mzZoxffp0WWAs53Kao2X/RcleZWhNTXUuan9UShcrRyPlJy0tjbi4ONnl6X4ZFQgxGXBCkVwyv0OFwohfLSWVKtlMY6dUCJsoMF69epUOHTrk2d6hQweuXr1qhYikkpSQdQEwTdgtSfYoXXcWgEqOsnbRFhkMBuLi4nB1dcXT0xOFQtZqFZfQXwPhBIoqoKz64OcTgsSbt4m7mkLDerKmsTywiQJjw4YNWbVqFW+99ZbF9pUrV9KokSxklGfp+iTS9LdQoKCmsxxZJ9mndG1OgVHWotsinU6HEAJPT09cXGQNcFEIY6blBpUWUICyEiicSuQaHjWqEZuWik4vZIGxHLCJAuOMGTMIDw/n999/N/dh3Lt3L1FRUaxatcrK0UkP4lrWvwBUd/TDQels5WgkqeQZhYYMnSnPKznISeltmaxZvF8C0Jp+VJTcsq7mv4fsJVAu2ETHgSeeeIIDBw7g4eHB+vXrWb9+PR4eHhw4cICBAwdaOzzpAVzPLjDWdJYTvUr2KUP7D2DAQVkdB5WntcORpFKgwzTIRQnIFV4qKqsXGHU6HWPGjKFatWp8//33HD58mMOHD/P999/TqlUra4cnPaBrGtNC9V6ywCjZqZz+i66OjWUNllQgtVpNq1ataNq0KUFBQSxZsqREzx8fH8/TTz8NwLFjx9i6dWvJnVxk1y7iAMgcr6is3iTt4ODATz/9xJQpU6wdilTCNIYMbmtNg5ZqOskCo2Sf0rVnAOR0OuWM0J0qsXMpHJrfc5+qVaty9OhRAC5dukRYWBhCCJ555pkSicHHx4fly5cDpgLjqVOn6NWrV4mc21xgLKG+i1L5ZPUaRoCwsDDWr19foudctGgR/v7+ODs7ExISwoEDBwrdPykpiRdeeIFatWrh5OTEQw89xKZNm0o0pormhiYaEFRWe+CqrmLtcCSpxAkhSNeZpo2SA16koqpTpw4ffvghn376KQDp6emMGjWKNm3aEBQUxLZt2wCYPn0648aNo0uXLtSvX58VK1YAptrEjh070rJlS1q0aMGJEyeIiYkhODgYg8HA1KlT+e677wgMDGTTpk00btyY5ORkAFJTU6lfvz56vb4YEZd8/0Wp/LF6DSNAo0aNmDlzJnv37iUoKIhKlSpZvP7f//63WOdbuXIlEydOZPHixYSEhDB//nxCQ0M5d+4cNWvWzLO/VqulZ8+e1KxZkzVr1uDr60tsbCxVq1Z9kLdV4eUMePFybmDlSCSpdGgN1zEYU1CgxsVB1qJLRde6dWvOnTPN3/nee+/Rt29fli5dSmJiIp06deLMGVPN9cWLF4mKiuLSpUuEhoby1FNP8eOPP9KtWzfee+899Ho9Wq2W69evA6BSqZg5cyanTp3igw8+AODPP/9k1apVjB8/njVr1jBw4EDU6mJ8/Iucyc5l/8WKzCYKjF999RVVq1Y191/MTaFQFLvAOG/ePMaPH8/o0aMBWLx4MRs3buTrr79m0qRJefb/+uuvuXXrFvv27cPBwfQfwt/f//7ejGR2p8AoP0gl+5SpM/XRdVbXQamQH6ZS0eWeQHzr1q1s2LCBd999FzDVOF67dg2Avn374uDgQIMGDUhKSgKgTZs2REREoFarGTx4MAEBhS9HOWrUKEaOHMn48eNZtmwZ8+fPL06kyBpGCWykwBgdHV1i59JqtRw+fJjIyEjzNqVSSY8ePdi/f3++x/zyyy+0b9+eF154gZ9//hlPT0+GDRvGm2++iUqlyvcYjUaDRqMxP09JSSmx92APDEJPovYSIEdI2yqZww8uQ/cPAK6ODa0cScVVXvP42LFjNG5s6vdqNBr59ddfqVu3bp79nJzy9hvs0qULe/fuZcOGDQwdOpRZs2bRokWLAq9Vv3591Go1O3bsIDk5udB989JjKjQqsZEig2QlVu/D+Oeff/L222/z+uuvs2XLlgc+X2JiIgaDAS8vL4vtXl5eJCQk5HvMv//+y5o1azAYDGzatIkpU6bw4Ycfmr/t5Wf27Nm4u7ubH7Vr137g2O3Jbe1VjEKPk9KVKmo51Ygtkjn84MwFRgdZYLSW8pjHly9f5rXXXmPChAkA9OrVi08++cT8+rFjxwo9PjY2Fm9vb5599llGjBjBiRMnLF6vXLkyqampFttGjRrF8OHDGTFiRPGClSOkpWxWLTCuWbOGjh078vHHH/Pll1/y+OOPm/tclCWj0UjNmjX54osvCAoKIjw8nLfffpvFixcXeExkZCTJycnmx+XLl8swYtt3U2OqXazhVEdONWKjZA4/GCGEucDoIguMVnO/eaxwaF5ij6JISkoiMDCQpk2bEhYWxnPPPcfYsWMBmDJlirnmr2nTpvf8HNy1axctW7akVatWbNmyhXHjxlm8/sgjj3DkyBFatWplHrw5ePBgbt++zbBhw4oU7x2yOVoysWr98uzZsxk/fjyLFi1CpVIxe/ZsZs2axWuvvXbf5/Tw8EClUpn7f+S4du0a3t7e+R5Tq1YtHBwcLJqfmzRpQkJCAlqtFkfHvP9RnJyc8m0qkEwSNaabtoej7X/br6hkDj8YrSEBo8hAgQPOapnn1lJe8riwUcmVKlXiyy+/zLN9+vTpFs8TExMBGDlyJCNHjsyz/6FDhwCoXr06Bw8etHjt4MGD9O7dO9+Bn4WSA16kbFatYTx37hyvvfaauaD26quvkpqaah7tdT8cHR0JCgoiKirKvM1oNBIVFUX79u3zPaZjx478888/GI1G87bz589Tq1atfAuL0r3d1ObUMMoPUsk+3ald9JcDXiSbNmPGDEaPHp2nAFokQtYwSiZWLTBmZGRQpcqd+fkcHR1xdnYmLS3tgc47ceJElixZwrfffsuZM2d4/vnnSU9PN4+ajoiIsBgU8/zzz3Pr1i1eeuklzp8/z8aNG5k1axYvvPDCA8VRUemNWvOE3R5OdawcjSSVDtl/USovpk2bRnR0NC1btizmkQLTsoCA/FJU4Vl9yNOXX36Jm5ub+bler2fp0qV4eHiYtxV3Wp3w8HBu3LjB1KlTSUhIIDAwkC1btpgHwly6dAml8k5ZuXbt2vz222+88sortGjRAl9fX1566SXefPPNB3x3FdNtbTwCI85KN1xVVa0djiSVCtl/UbJ/huyHAtkkLVm1wFinTp0862l6e3uzbNky8/P7mYcRYMKECeYRaHfbtWtXnm3t27fnzz//LPZ1pLwStdn9F+WAF8lOCWEkU2eaZ9TVQU5ML9kpc/9FNTYwqYpkZVYtMMbExFjz8lIpuTNCWvZflOyTxnAVo8hEgaMc8CLZMdl/UbpDfmWQSpx5hLTsvyjZqUydabEBFwd/FIr8J/eXpNzUajWBgYHmxx9//MHrr79e4P5Lly6954wh06dPZ+HChQAkJycTHBzMV199hcFg4D//+Q/NmzenefPmdOjQ4f7GBsgR0lIuVu/DKNkXrTGLZJ1pgvQackodyU5l6WIAcFHnXZlDkvJTtWrVPBNyd+7cuUTOnZGRweOPP87w4cMZO3YsP/zwA6mpqZw8eRKFQsH58+fNy94Wj6xhlO6QNYxSibqedRGBwFXljqva3drhSFKpyNTHAODsUM+6gUjl1q5duxg8eDAAO3fuJCAggJYtWxIcHJxn3x9//JHQ0FAyMjLyvKbVahk4cCC9evXi5ZdfBiAhIQFvb29zH/KHHnro/uaqtFjlRaroZIFRKlFXMy8Asv+iZN8yc2oYHWQNo1Q0OSu9BAYG5lmZZd68ecybN4/jx49bzCEM8P333/Ptt9+yfv16XF1d85z3nXfewc/Pj6lTp5q3DR48mJUrVxIcHMykSZM4e/as+bXHHnuM+Pj4IkRsxLSONLKGUQJkk7RUwq5mmQqMHo6y/6Jkn/TGVHRG04obLmp/6wYjlRt3N0nnnq2jY8eOTJo0iTNnzjBkyBDc3U2tM5s3b+bgwYNs2bIFFxeXfM/bpUsXduzYQVxcHH5+foBpBpJz586xbds2tm3bRkhICPv27aNZs2bmpQLvLad2UZX9kCo6m6lhvHjxIpMnT2bo0KHmlV42b97M6dOnrRyZVBwJmaa56WQNo2SvsnSxADioPFEpK1k5GskeTJo0ia+//prU1FTatWvHlStXAFNT8s2bNwudUaRnz55MmzaNPn36kJSUZN7u4uJC//79WbBgASNGjGDz5s3FC8o84EXWLkomNlFg3L17NwEBAfz111+sXbvWPJrr+PHjTJs2zcrRSUWlMWRwUxsHyAKjZL9y+i+6qGX/RalkXLx4kZYtW/L222/TtGlToqNNo/AbNGjA8uXLGTJkCLGxsQUeP2rUKMLDwwkLC0Oj0XDkyBESEkyDD3U6HWfPnqVOnWK2+sglAaW72ESBcdKkSbz77rts27bNYu3mRx99VE6mXY5cy7oICCqpquGiqmztcCSpVNzpv+hv1Tgk+/HRRx/RrFkzWrRogY+PD+3btze/1rJlSxYvXsyAAQPMrW/5mTx5Mg8//DAjR47k2rVrPPbYY+aBNC1atGDIkCFAcfow5hQY5YAXycQm+jCePHmSH374Ic/2mjVrkpiYaIWIpPth7r8oaxclO3anhtHfqnFI5cvdn2XdunWjW7duAOa5FHMbNWqU+edOnTrlmZIHTPMw5vb555+bf+7Tp0++cRS5D6NskpbuYhMFxqpVq3L16lXq1bNs4jl69Ci+vr5Wikq6W84I6IJEpx0BoIacsFuyU0IYyNKZVjKSNYySvRLCCGQXGGWTtJTNJgqMTz31FG+++SarV69GoVBgNBrZu3cvr732GhEREdYOTyqixOwlAWUNo2SvNIarCLQoFU44qrysHY50H4QQIDJL/sQKF/O8h+WfFhCYeq3JEdKSiU0UGGfNmsULL7xA7dq1MRgMNG3aFIPBwLBhw5g8ebK1w5OKQGPIIFVvanKRK7xI9iqn/6Kzuq5cErC8EpmI64ElflpFzWOgyDtPYrkkNNk/OAD2UgiWHpRNFBgdHR1ZsmQJU6ZM4dSpU6SlpdGqVSsaNWpk7dCkIrqpNa0fXVldAyeVnGpEsk9ySUCpQsgpMMrmaCkXmygw7tmzh06dOlGnTp3iD/2XbMJNjanAKPsvSvZMLgloBxQuptrAUjivNezatYuFCxeyZs2akjupuYbRkQ0bNvHa65EYjUbeeH0i48aNzrP7gQMHGTP2OTQaDSNGDGPqlLcAyMrK4vnn/8v+P/9CqVTyxeeL6NSpQ8nFKZUpmygwPvroo/j6+jJ06FCGDx9O06ZNrR2SVEyJ2QVGD9kcLdkxOaVO+adQKOyn6bi0ZBcY9QYFr742iR1Rm3F3dye4TUcGDuxPjRo1LHaf8OIr/LB8Kc2aNaVT50cZGNafgIDmvPveHBo91JBvvvkCnU5Henq6Nd6NVEJsYh7G+Ph4Xn31VXbv3k3z5s0JDAzk/fffJy4uztqhSUV0U2sa8CJrGCV7pTMk5VoSUDZJS8UTExNDixYtePLJJ2nSpAkjR45Er9fn2e+zzz6zWBd65syZfPTRR6SkpPDoo4/SunVrAgMD2b59e55jp0+fbjFFj4eHh/nnuXPn0qZNG1q0aMEHH3xQYJxCCHLmYDxw8CTNmjbB19cXNzc3evfuxdatlmtdx8fHo9fradEiAJVKRXj4EDZsNK0qs3z5Cia+8l8AHBwcqFq16r1/UZLNsokCo4eHBxMmTGDv3r1cvHiRIUOG8O233+Lv78+jjz5q7fCke8gypJGmvwVADSc/K0cjSQ8mVXMq38eNdNOHoKOqplwSULovp06d4o033uDMmTPodDq+//77PPsMGjSItWvXmp//9NNPDBkyBBcXF37++WeOHDnCli1bePXVV4t83a1btxIXF8eBAwc4evQomzZt4tSpU9y8eZPAwECLR6tWgbQKHoTBYCQ+/gY+vj7m8/j6+nDlrkm/4+Ov4uuTax8fH65ciScpKQm1Ws1rr0cSFNyeMWOeITU1tTi/LsnG2ESBMbd69eoxadIk5syZQ0BAALt377Z2SNI95PRfrOJQE0eldfrxSFJpy9KblmZzlhN2S/epYcOGBAcHA6bp5Pbs2ZNnHy8vLzw9PTl16hTnz5+nUqVK+Pn5IYTgjTfeICAggN69e3Pu3Dm0Wm2Rrrt161Y2btxIq1atCAoKIjY2lvPnz1OjRg2OHTtm8Th6ZC9HD61GpXLmQUZI6/V6Ll78lz69e3H40H68a3kzZ27BNZuS7bOJPow59u7dy/Lly1mzZg1ZWVkMGDCA2bNnWzss6R4StbL/omT/MnWm9X1l/0XpfuWep1GhUBQ4b+OTTz7J6tWrcXR0NC/pt3z5ctLT0zl69ChqtRoPD488BUa1Wo3RaDQ/12hMfRGNRiPTpk1j5MiRFvsn3oijR8/H7rq6AYSBQwd+xcenFvFX7tQoXrkST9s2wRZ7+/jUsqh1vBIfj49PLWrUqEGVKlV4/HHTijMDw/ozY8Z7hf16JBtnEwXGyMhIVqxYQXx8PD179uTjjz9mwIABuLrKjsnlwU1NTv9FWWCU7Fdmdg2jXBJQul8XLlzgyJEjtG7dmpUrV9KzZ8989xs0aBA9evTAwcGBX375BYCUlBS8vLxQq9Vs2LCBmzdv5jmubt267Ny5E4Bt27aRlpYGQK9evXjvvfcYMmQIrq6uxMTEUK1aNWrUqMHRI39ZnsR4A0QyKFxo2zaYU6f/5sqVK7i7u7Nly1amTJ5ksbuPjw8qlYoTJ07SrFlTVq5czRefL0KhUNCrZ3f27/+L9u1D2LX7Dxo3afygv0LJimyiSfr333/n9ddf58qVK2zYsIGhQ4c+cGFx0aJF+Pv74+zsTEhICAcOHCjScStWrEChUBAWFvZA169IzCOk5YAXyU7JJQGlktC8eXPmzp1LkyZNUCqVDBs2LN/9vLy88PDwwNnZGT8/U7/wp59+mj/++IOAgAA2btyY7xR0gwYNIjY21rxPzmjm3r17M3DgQNq1a0fz5s0ZPnw4WVlZ+QcpsmstFQ6o1Wo+eH82j3bvQ6vW7Zj4yn/N53z88TDis2sWF3zyEcOeHsXDjVsQGtqTgIDmAMyZ8y6vvxFJy8C2/PH7Ht6KfP2+f3eS9SmEaUiUXVm5ciUREREsXryYkJAQ5s+fz+rVqzl37hw1a9Ys8LiYmBg6depE/fr1qV69OuvXry/yNVNSUnB3dyc5OZkqVaqUwLuwPfmtJZ2hT2HV5SmAgqfrzsVB6VT2gdm4Wi7Fn4DeGvlUEXK4KFI1p/Jsy9LHcfbGBJQKJwK8frCbVV4qOzUvtXNbK5/yu25WVhbR0dHUq1cPZ2fnMoslt5iYGAYPHsyhQ4escv38CGM+SyQaYgA9qPyA0v1dZWVpiImJxb+2Amfne9dfKRxKL18LIu+Ld1itSfqXX36hT58+FlXuBenfv3+xzj1v3jzGjx/P6NGmCUYXL17Mxo0b+frrr5k0aVK+xxgMBp5++mlmzJjBH3/8QVJSUrGuWVHlrPBS1cFLFhYluyWXBJQqBgOQM9WPXOVFsmS1AmNYWBgJCQnUrFmz0OZfhUKBwWAo8nm1Wi2HDx8mMjLSvE2pVNKjRw/2799f4HEzZ86kZs2ajB07lj/++OOe19FoNOYOxWD6FlIRyf6L5ZfM4aKTA15sV3nJY39//zy1iwMHDiQ6Otpi27JlywgICCjL0O4Quuwf1NhIjzXJhlitwJh7JFfunx9UYmIiBoMBLy8vi+1eXl6cPXs232P27NnDV199xbFjx4p8ndmzZzNjxowHCdUu3FnhRfZfLG9kDhednFLHdpXnPF63bp21Q7hLTv9FWbso5WUTXyG+++47i2+IObRaLd99912pXjs1NZURI0awZMkSi1nx7yUyMpLk5GTz4/Lly6UYpW0SQpColTWM5ZXM4aKTNYy2qzh5bIdd9kuWuYbRoWwul/P3uP/pHqUyZBPT6owePZrevXvnGZCSmprK6NGjiYiIKPK5PDw8UKlUXLt2zWL7tWvX8Pb2zrP/xYsXiYmJoV+/fuZtOTWearWac+fO0aBBgzzHOTk54eRUsfvsZRiSyTKkokBJdUdfa4cjFZPM4aLRG1PRGU1TmMglAW1PUfLYwcEBhULBjRs38PT0LHD+w4pGGO+qqDFmghCgVIAibyVOiV5bCBJv3kahEDiobaLuSroHmygwCiHy/Q8cFxeHu7t7sc7l6OhIUFAQUVFR5r6RRqORqKgoJkyYkGf/xo0bc/LkSYttkydPJjU1lY8//pjatWXNWUESs/svVnX0Rq2UTRiSfcoZ8OKg8pRLApZTKpUKPz8/4uLiiImJsXY4tkNYTvwtjLcAAyi0KBS3Sv3yCoXAr5YSlUoW4MsDqxYYW7VqZZ7tvnv37qjVd8IxGAxER0fTu3fvYp934sSJjBw5kuDgYNq2bcv8+fNJT083j5qOiIjA19eX2bNn4+zsTPPmlkP1cxZIv3u7ZOmmRq7wItm/LPOE3fWsHIn0INzc3GjUqBE6ne7eO1cQQnf+zs9CB8kzAQHu76Io7X6MCnBQy8JieWLVAmNODeCxY8cIDQ3Fzc3N/JqjoyP+/v488cQTxT5veHg4N27cYOrUqSQkJBAYGMiWLVvMA2EuXbqEUimrwB/Unf6LcsCLZL9k/0X7oVKpUKnktEg5hOrO56DQJ4DDFVC4grO7bLaX8rBqgXHatGmAabqB8PDwEp1QdcKECfk2QQPs2rWr0GOXLl1aYnHYKyHEnRpGOeBFsmOZ+hhALgko2TlDnOlflZ8sLEr5sok+jHcviC7ZvjT9LTTGdJSoqCYHvEh2yrQkoOmLkaxhlOxargKjJOXHJgqMBoOBjz76iFWrVnHp0iW0WsuOuLdulX7nW6l4bmY3R1dzrIVKYRNpJEklTqOPR6BFqXDGUZV3lgVJshuG7OmIZIFRKoBNdOSbMWMG8+bNIzw8nOTkZCZOnMigQYNQKpVMnz7d2uFJ+UjUyP6Lkv3LaY42LQloE7dLSSod5gKjvKdL+bOJO+Dy5ctZsmQJr776Kmq1mqFDh/Lll18ydepU/vzzT2uHJ+Ujp8DoIQuMkh3LmVLHxUHOvyjZLyF0YLhieiILjFIBbKLAmJCQYF47083NjeTkZAD69u3Lxo0brRmalA8hjLkGvMibi2S/suSAF6kiMFwBjKYR0soa1o5GslE2UWD08/Pj6tWrADRo0ICtW7cCcPDgQbkShQ1K1l1HJzSoFY5UdZD9uiT7lVPD6Owg52CU7JjBNNcoqrpyhLRUIJsoMA4cOJCoqCgAXnzxRaZMmUKjRo2IiIhgzJgxVo5OultOc3R1Rz+UCjmnmWSf9MYUuSSgVDHoZf9F6d5sYnjrnDlzzD+Hh4dTp04d9u/fT6NGjSzWeJZsg+y/KFUEmTpTrYujyguV0tXK0UhSKcqpYVTLe7pUMJsoMN6tffv2tG/f3tphSAXIWeFFFhgleyb7L0oVhsF0T5c1jFJhrFZg/OWXX4q8b//+/UsxEqk4DELPLY1pgldZYJTs2Z3+i/5WjUOSSpMwZoDxhumJLDBKhbBagTFnHel7USgUGAyG0g1GKrLb2qsYMeCodKWy2sPa4UhSqTGvIS1rGCV7ljP/oqI6CmVl68Yi2TSrFRiNRqO1Li09gESNqa+Lh1MdOZpOsltC6MnSyyUBpQpA9l+UisgmRklL5Yd5wIujvLlI9itTfwmBDqXCVS4JKNk3fc6UOvKeLhXOJga9zJw5s9DXp06dWkaRSPeSu4ZRkuxVpu4iAK4ODWRNumTfDP+a/lXXt24cks2ziQLjunXrLJ7rdDqio6NRq9U0aNBAFhhthMaQQZLuGgCeznJeOsl+ZWQXGF0cGlg5EkkqPUIYQG/qqysLjNK92ESB8ejRo3m2paSkMGrUKAYOHGiFiKT83NDEAoLKag9cVFWsHY4klZrcNYySZLcM8YAWcAZlLWtHI9k4m+3DWKVKFWbMmMGUKVOsHYqU7brG1HRR01kukybZLyH05il1ZIFRsmvm5mh/FHLVLukebLbACJCcnExycrK1w5CyXc8yNV3UdJJNF5L9ytJflgNepIpBL/svSkVnE03Sn3zyicVzIQRXr15l2bJl9OnTx0pRSbkZhcE84EXWMEr2LMPcHF0fhcKmv1NL0oPJKTCqZE26dG82UWD86KOPLJ4rlUo8PT0ZOXIkkZGRVopKyu1a1r/ohRZHpQtVHbysHY4klZpMOeBFqgCEMMoR0lKx2ESBMTo62tohSPdwJfMMAJ5O/rLWRbJrGXLAi1QRGC6ByAQcQeVn7WikcsBuP/kXLVqEv78/zs7OhISEcODAgQL3XbJkCZ07d6ZatWpUq1aNHj16FLp/RRSX8TcANZ1kc7Rkv4xCZx7wImsYJXshdKfyPrI2ml6UA16kIrKJGsasrCwWLFjAzp07uX79ep5lA48cOVKs861cuZKJEyeyePFiQkJCmD9/PqGhoZw7d46aNWvm2X/Xrl0MHTqUDh064OzszNy5c+nVqxenT5/G19f3gd5beXA180KhrwshiE0/DkBNZ9l0IdmvdO0ZBFpUCjecVHKaEcmO6c6a/lU/bN04pHLDJgqMY8eOZevWrQwePJi2bds+8MoK8+bNY/z48YwePRqAxYsXs3HjRr7++msmTZqUZ//ly5dbPP/yyy/56aefiIqKIiIi4oFisQcp+htkGJJRKtR4OskJuyX7laIxzQlbyfFh2fVCsm/686Z/ZYFRKiKbKDBu2LCBTZs20bFjxwc+l1ar5fDhwxaDZZRKJT169GD//v1FOkdGRgY6nY7q1asXuI9Go0Gj0Zifp6Sk3H/QNu5qpunGUtOpHmqlo5WjkUpKRcrhokrNLjC6OsgP0fJC5nHxCZEJhuw1pGWBUSoim/gK7evrS+XKlUvkXImJiRgMBry8LEfyenl5kZCQUKRzvPnmm/j4+NCjR48C95k9ezbu7u7mR+3atR8obluWkGVqsq7l3MjKkUglqSLlcFGlZN2pYZTKB5nH90H/D2AEpQcKVQ1rRyOVEzZRYPzwww958803iY2NtXYozJkzhxUrVrBu3TqcnZ0L3C8yMtI8sXhycjKXL18uwyjLjhBGcx9HbxdZYLQnFSWHi0qjv4bGcAVQ4urwkLXDkYpI5vF90J0z/StrF6VisIkm6eDgYLKysqhfvz6urq44ODhYvH7r1q0in8vDwwOVSsW1a9cstl+7dg1v78JXbfjggw+YM2cO27dvp0WLFoXu6+TkhJOTU5HjKq+SdAlojOmoFY54ONWxdjhSCaooOVxUOc3Rzuo6qJQuVo5GKiqZx/dBb5omTRYYpeKwiQLj0KFDuXLlCrNmzcLLy+uBBr04OjoSFBREVFQUYWFhABiNRqKiopgwYUKBx/3vf//jvffe47fffiM4OPi+r29vcvovejk3QKWwiXSRpAeWqjmVZ1tixjYAKjk2LutwJKnMCKEDXXaB0aGZdYORyhWbKAHs27eP/fv307JlyxI538SJExk5ciTBwcG0bduW+fPnk56ebh41HRERga+vL7NnzwZg7ty5TJ06lR9++AF/f39zX0c3Nzfc3NxKJKby6kqmaeoF2X9RsnfpWtNco5XkgBfJnun/AbJAUQVUctYLqehsosDYuHFjMjMzS+x84eHh3Lhxg6lTp5KQkEBgYCBbtmwxD4S5dOkSSuWd7pufffYZWq2WwYMHW5xn2rRpTJ8+vcTiKm90Rg1Xswe8+LnKb6KS/TIY080rvLg5BVg5GkkqRbqTpn8dmsupo6RisYkC45w5c3j11Vd57733CAgIyNOHsUqVKsU+54QJEwpsgt61a5fF85iYmGKfvyJIyLqAUehxU1fHXa4fLdmxNO3fgBFHVS0cVR7WDkeSSo+5wCi/GEnFYxMFxt69ewPQvXt3i+1CCBQKBQaDwRphVXiXM04D4OfS9IEnU5ckW5amNX2IVnZsbuVIJKn0CKEBffYIaVlglIrJJgqMO3futHYI0l2EEOb1o/1cm1o5GkkqXWnZg2DcnAqfHUGSyjXdCUAPSk9QyqUvpeKxiQJj165drR2CdJdb2jgyDEmoFA54ywEvkh3TG1PI1EcD4CZrGCV7pj1k+tcxWLYaScVmEwXG33//vdDXu3TpUkaRSDmi001z0vm5NJPLAUp2LSXrCCBwVvvjoKpm7XAkqVQIYQTtQdMThzbWDUYql2yiwNitW7c823J/+5F9GMuWEIKY9GMA1HMLtGosklTaUjSmWhd3Jzn/qmTH9BdBJIHCRc6/KN0XmxhTf/v2bYvH9evX2bJlC23atGHr1q3WDq/Cuam9TJr+JmqFI74usv+iZL+E0JtXeKniLAuMkh3T7jP969AKxf/bu/uoqM47D+DfOwMzvA8oMoiCJBUlRCJEBUd3VxIxKBqjtVmXmGKTro0vRD2anEpja9skh5rWVNNQYzaIm55EjV21xhhSxOj6MoqgiBrExKMhjYBRkffXmWf/mHXqOANhYIY7DN/POZzk3vvMfX5z882cZ+7c+1zJs+u2RDa4xBlGjUZjtW7atGlQqVRYtWoViouLZahq4LracAaAae5FTwUfuUXuq7HtEgyiEUpFAHw8ea0uuSchDEDrUdOC+l/lLYb6LZc4w9gZrVaL8vJyucsYUAyiA1caTNe5POg7TuZqiJyrtrUQABCgjockKWWuhshJOr4AxG1A8gU8H5W7GuqnXOIMY2lpqcWyEAKVlZX43e9+h7i4OHmKGqC+abqAFmMDvJUBnE6H3JoQBtxpPgYACPSaLHM1RE7Uetj0T9Uk/hxNPeYSA8a4uDhIkgQhhMX6iRMnYuvWrTJVNTBdrtcDAEb6JUDBMy7kxhrbytBuvA2l5At/dbzc5RA5hTDeBlpNX4ygfkzeYqhfc4kB49WrVy2WFQoFhgwZAi8vL5kqGphq26pxvdl0CUCU/0SZqyFyrpoW0zVdGq+JUPCsC7mrpo8AtAPKHwAeo+WuhvoxlxgwjhgxQu4SCMCF2s8BCIT7jEGA5xC5yyFyGoOxGTXNpgFjkDfneSX3INovWC6LDqDpv00L3qmcrJt6RdabXg4dOoSYmBjU1dVZbautrcXDDz+Mo0ePylDZwNPUUYsrDaYbAMZopn5Pa6L+rablf2EUTVArw+Cn4jN1yU21HgKMtwBJA6h4nS71jqwDxo0bN2LRokUICAiw2qbRaPDCCy/gzTfflKGygaf0Tj6MMCBE/QC0Xg/KXQ6R0wghcLPxUwDAYJ/pkCSXniyCqEeEaAOad5kWvH8ISeITu6h3ZP2kPHfuHKZPn97p9ieeeIJzMPaBO23VKK8/DgCID5opczVEznWn5ShaOq5BggqDfB6Xuxwi52jeZzq7qBgMeKXIXQ25AVkHjNXV1fD07Pxicw8PD3z33Xd9WNHAI4TA6dt7IGBEuM8YDPXm5MXkvoQQ+LpmEwAg2Hc6PBR+MldE5HjCUAk0/9W04PMszy6SQ8h608uwYcNw4cIFjBw50ub20tJSDB06tI+rGljO1+bj2+YyKKDE+KDZcpdD5DD1rRes1t1pOYn6tnOQoEKI7w9lqIrIuYRoB+rfBNAGeMQCKt7URY4h6xnG1NRU/PKXv0RLS4vVtubmZqxbtw6zZs2SobKB4WZrBfKrtgAA4oNSoVFpZa6IyHkMxiZ8W/tfAIAQ39nwVAbKWxCRgwkhgMb3AMMVQPID/DJ4ZzQ5jKxnGNeuXYvdu3dj1KhRyMjIwOjRpjmiLl26hOzsbBgMBrzyyityltivVTZ/2em2FkMjDlz/I9qMzdB6/QAPazihK7m36/Xvo914CyplKLT+T8tdDpFDCSGApm1Aaz4ACfBbDknJ6dHIcWQdMGq1Wpw4cQJLlixBZmam+UkvkiQhJSUF2dnZ0Gp51svRWgwN+Kzqz6jr+A6+yiA8FvI8n+pCbu1W00HcasoDAIRrlkAhqWWuiMhxhGiDqHsdaPnYtMJ3MSTVeHmLIrcj+8TdI0aMwIEDB1BTU4OvvvoKQghERUUhKChI7tLc0o2WazhyIxeNhjvwVgZgWuhieCl54T+5r5rmI/im9s8AAK3fv8NfPVbmiogcR7QVQ9S9BnRcNK3wXQTJa5q8RZFbcpkJyIKCgjBhwgQkJCQ4ZLCYnZ2NyMhIeHl5ITExEYWFhV2237VrF6Kjo+Hl5YXY2FgcOHCg1zW4khZDA07d+h98WrkJjYY78PcIxvTQDASqQuUujcgpjKIV39Ztw9d3/gjAiEHeyQj1S5O7LKJeE8IA0XoMxpoMiNtppsGiFAD4vwLJa4bc5ZGbkv0MozPs3LkTq1atwjvvvIPExERs3LgRKSkpKC8vR0hIiFX7EydOIC0tDVlZWZg1axY+/PBDzJkzB2fOnMGYMWNkeAeO0WJoQGXzZfyj+QtcayyBQbQDACJ94zEp+D+gUvBZ3eR+Ooz1qK7/K76pexftBtO0XEN8n0KYfzpvAKB+TbQeg2jaBbSfAoy3/3+tBKinAj7PQFIEylkeuTlJ3L1w0I0kJiZiwoQJePvttwEARqMR4eHhePHFF7FmzRqr9vPnz0djYyP2799vXjdx4kTExcXhnXfe6VafdXV10Gg0qK2ttfnkmr72wbU1qGgqtVg3WBWOcYOeRJg3H0Dfl3oyt6UceXK1DPdU2Y0XcbPJ9CQXT+UQDA/4T2i8EmWuyjX5q533hViuPLlLjm0x3nkJaNlnWpD8ANW/Al7TIHlEylpXX5E8+/4EjjvnyV5ud4axra0NxcXFyMzMNK9TKBRITk6GXq+3+Rq9Xo9Vq1ZZrEtJScHevXs77ae1tRWtra0ATHenXb9+HQBsPhdbDsYmD7Q0tCPQcyhCvUZihM8jGKyOgNQuob69Qe7yBhTfdvszcTdHzvw+d2+GAdPz2+/tu7/yEbNhbLmEIK8kBKn/BVKbGnVtzLwtQu28/9Z9kWHAfXNsi2j7N4jWBkAVC3g8AsnoCTQBwMDIt+TZ9/9N+yrH/YHbDRhv3rwJg8FgdXe1VqvFpUuXbL6mqqrKZvuqqqpO+8nKysJvfvMbq/Xh4eE9qJrItvr6emg0Gqfs2/0zfFDuAgjOzTAwEHJMrsDZOe4P3G7A2FcyMzPNZyWFEKirq0N7ezsGDx7s1tdJ1dXVITw8HN98882APz3vCJ0dTyEE6uvrERYW5rS+780wYLp04/bt226fYYA5djRbx7MvMgwwx8yx48iZ4/7A7QaMwcHBUCqVqK6utlhfXV2N0FDbdwSHhoba1R4A1Go11Op/zuU20L55BAQE8APKgWwdT2dn6v4MA0BgYKBT+3Q1zLFj3X88++JzkTlmjh1Njhz3By4zrY6jqFQqjBs3DgUFBeZ1RqMRBQUF0Ol0Nl+j0+ks2gNAfn5+p+2JiIiIBhK3O8MIAKtWrcLChQsxfvx4JCQkYOPGjWhsbMRzzz0HAEhPT8ewYcOQlZUFAFixYgWmTJmCDRs2YObMmdixYweKiorw7rvvyvk2iIiIiFyCWw4Y58+fj++++w6/+tWvUFVVhbi4OOTl5ZlvbKmoqIBC8c+Tq5MmTcKHH36ItWvX4he/+AWioqKwd+/efj0Ho7Oo1WqsW7fO6icg6hkeT3nwuDsWj6c8eNwdi8eza245DyMREREROY7bXcNIRERERI7FASMRERERdYkDRiIiIiLqEgeMRERERNQlDhjJLtnZ2YiMjISXlxcSExNRWFgod0kuJysrCxMmTIC/vz9CQkIwZ84clJeXW7RpaWnBsmXLMHjwYPj5+WHevHlWk8dXVFRg5syZ8PHxQUhICF5++WV0dHT05VtxW8zx92OOXRsz3D3MsQMJom7asWOHUKlUYuvWreLixYti0aJFIjAwUFRXV8tdmktJSUkRubm54sKFC6KkpESkpqaKiIgI0dDQYG6zePFiER4eLgoKCkRRUZGYOHGimDRpknl7R0eHGDNmjEhOThZnz54VBw4cEMHBwSIzM1OOt+RWmOPuYY5dFzPcfcyx43DASN2WkJAgli1bZl42GAwiLCxMZGVlyViV67tx44YAII4cOSKEEOLOnTvC09NT7Nq1y9ymrKxMABB6vV4IIcSBAweEQqEQVVVV5jabN28WAQEBorW1tW/fgJthjnuGOXYdzHDPMcc9x5+kqVva2tpQXFyM5ORk8zqFQoHk5GTo9XoZK3N9tbW1AIBBgwYBAIqLi9He3m5xLKOjoxEREWE+lnq9HrGxsebJ5gEgJSUFdXV1uHjxYh9W716Y455jjl0DM9w7zHHPccBI3XLz5k0YDAaL/2EAQKvVoqqqSqaqXJ/RaMTKlSsxefJk85ODqqqqoFKpEBgYaNH23mNZVVVl81jf3UY9wxz3DHPsOpjhnmOOe8ctHw1I5CqWLVuGCxcu4NixY3KXQtRjzDG5A+a4d3iGkbolODgYSqXS6s6x6upqhIaGylSVa8vIyMD+/fvx+eefY/jw4eb1oaGhaGtrw507dyza33ssQ0NDbR7ru9uoZ5hj+zHHroUZ7hnmuPc4YKRuUalUGDduHAoKCszrjEYjCgoKoNPpZKzM9QghkJGRgT179uDQoUN44IEHLLaPGzcOnp6eFseyvLwcFRUV5mOp0+lw/vx53Lhxw9wmPz8fAQEBiImJ6Zs34oaY4+5jjl0TM2wf5tiBZL7phvqRHTt2CLVaLbZt2ya++OIL8bOf/UwEBgZa3DlGQixZskRoNBpx+PBhUVlZaf5ramoyt1m8eLGIiIgQhw4dEkVFRUKn0wmdTmfefncahyeeeEKUlJSIvLw8MWTIkAE3jYMzMMfdwxy7Lma4+5hjx+GAkezypz/9SURERAiVSiUSEhLEyZMn5S7J5QCw+Zebm2tu09zcLJYuXSqCgoKEj4+PmDt3rqisrLTYz7Vr18SMGTOEt7e3CA4OFqtXrxbt7e19/G7cE3P8/Zhj18YMdw9z7DiSEEL09VlNIiIiIuo/eA0jEREREXWJA0YiIiIi6hIHjERERETUJQ4YiYiIiKhLHDASERERUZc4YCQiIiKiLnHASERERERd4oCRui0pKQkrV6606zWSJGHv3r1OqefXv/414uLinLLve0mSBEmSEBgY6PS+bNm2bZu5BnuPP1ljjgOd3pctzLFjMceBTu/LlgGdY7lnDu+vTpw4IRQKhUhNTe3zvnNzc82z1UuSJIYNGyZ+8pOfiOrqaqf2e+vWLVFXV2fXayorK0VLS4sQQoirV68KAOLs2bN29w1A7Nmzx2JdfX29uHnzpt376knfubm5Tj++nWlqahKVlZVCp9OJFStWOHTfzHH3MMe9xxw7FnPsfjl2dR4yjFHdQk5ODl588UXk5OTg+vXrCAsL69P+AwICUF5eDqPRiHPnzuG5557D9evX8dlnn1m1NRgMkCQJCkXvTigPGjTI7teEhob2qs+u+Pn5wc/Pz2n7v1dgYCBCQkL6pK/7eXt7w9vbGyqVyuH7Zo67hznuPebYhDnuPXfNsavjT9I90NDQgJ07d2LJkiWYOXMmtm3bZtXm448/xoQJE+Dl5YXg4GDMnTvXvK21tRU///nPER4eDrVajZEjRyInJ8euGiRJQmhoKMLCwjBjxgwsX74cBw8eRHNzM7Zt24bAwEDs27cPMTExUKvVqKioQGtrK1566SUMGzYMvr6+SExMxOHDhy32e/z4cSQlJcHHxwdBQUFISUlBTU0NAOufQCIjI/Hqq68iLS0Nvr6+GDZsGLKzs63qvPsTyAMPPAAAiI+PhyRJSEpKAgCcPn0a06ZNQ3BwMDQaDaZMmYIzZ85Y9AMAc+fOhSRJ5uX7fwIxGo347W9/i+HDh0OtViMuLg55eXnm7deuXYMkSdi9ezcee+wx+Pj4YOzYsdDr9XYd+3v73rp1KyIiIuDn54elS5fCYDDgjTfeQGhoKEJCQvD6669bHY8tW7Zg1qxZ8PHxwUMPPQS9Xo+vvvoKSUlJ8PX1xaRJk3DlyhW7a7IXc2zCHDPHzDFzLHeO+wMOGHvgo48+QnR0NEaPHo1nn30WW7duhbjnkdyffPIJ5s6di9TUVJw9exYFBQVISEgwb09PT8f27dvx1ltvoaysDFu2bOn1NzNvb28YjUZ0dHQAAJqamrB+/Xq89957uHjxIkJCQpCRkQG9Xo8dO3agtLQUTz/9NKZPn44vv/wSAFBSUoKpU6ciJiYGer0ex44dw5NPPgmDwdBpv7///e8xduxYnD17FmvWrMGKFSuQn59vs21hYSEA4ODBg6isrMTu3bsBAPX19Vi4cCGOHTuGkydPIioqCqmpqaivrwdg+gADgNzcXFRWVpqX77dp0yZs2LABf/jDH1BaWoqUlBTMnj3b/P7ueuWVV/DSSy+hpKQEo0aNQlpamvm42ePKlSv49NNPkZeXh+3btyMnJwczZ87EP/7xDxw5cgTr16/H2rVrcerUKYvXvfrqq0hPT0dJSQmio6PxzDPP4IUXXkBmZiaKiooghEBGRobd9diLOf4n5pg5Zo6ZYzlz3C/I+Xt4fzVp0iSxceNGIYQQ7e3tIjg4WHz++efm7TqdTixYsMDma8vLywUAkZ+f3+P+c3NzhUajMS9fvnxZjBo1SowfP968HYAoKSkxt/n666+FUqkU3377rcW+pk6dKjIzM4UQQqSlpYnJkyd32u+UKVMsrtkYMWKEmD59ukWb+fPnixkzZpiXcc+1Lt29ZsZgMAh/f3/x8ccf29zPXevWrRNjx441L4eFhYnXX3/dos2ECRPE0qVLLfp/7733zNsvXrwoAIiysrJO6+msbx8fH4triFJSUkRkZKQwGAzmdaNHjxZZWVkW+1q7dq15Wa/XCwAiJyfHvG779u3Cy8vLqo77j39vMccmzDFzzBx3jjnumxz3BzzDaKfy8nIUFhYiLS0NAODh4YH58+db/IRx95uhLSUlJVAqlZgyZUqv6qitrYWfnx98fHwwevRoaLVafPDBB+btKpUKjzzyiHn5/PnzMBgMGDVqlPlaEz8/Pxw5csR8ur2rujuj0+mslsvKyuzaR3V1NRYtWoSoqChoNBoEBASgoaEBFRUV3d5HXV0drl+/jsmTJ1usnzx5slU99x6XoUOHAgBu3LhhV82A6acZf39/87JWq0VMTIzFtUlardZq3/f2r9VqAQCxsbEW61paWlBXV2d3Td3FHFtijpnj3mCOLTHH7ok3vdgpJycHHR0dFhdVCyGgVqvx9ttvQ6PRwNvbu9PXd7XNHv7+/jhz5gwUCgWGDh1qtV9vb29IkmRebmhogFKpRHFxMZRKpUXbuz+/OKo2ey1cuBC3bt3Cpk2bMGLECKjVauh0OrS1tTmlP09PT/O/3z1GRqOxV/u5uy9b6+7ft63+HVVTdzHHjsccM8fMsf2Y4/6DZxjt0NHRgffffx8bNmxASUmJ+e/cuXMICwvD9u3bAZi+sRQUFNjcR2xsLIxGI44cOdKrWhQKBUaOHIkHH3ywWx8s8fHxMBgMuHHjBkaOHGnxd/fOua7q7szJkyetlh966CGbbe/eVXb/NTjHjx/H8uXLkZqaiocffhhqtRo3b960aOPp6dnltTsBAQEICwvD8ePHrfYdExPT7fczEDDH1pjj/oc5tsYckzNxwGiH/fv3o6amBj/96U8xZswYi7958+aZfwZZt24dtm/fjnXr1qGsrAznz5/H+vXrAZhOmy9cuBDPP/889u7di6tXr+Lw4cP46KOPzP1ER0djz549Dq191KhRWLBgAdLT07F7925cvXoVhYWFyMrKwieffAIAyMzMxOnTp7F06VKUlpbi0qVL2Lx5s9WHxb2OHz+ON954A5cvX0Z2djZ27dqFFStW2GwbEhICb29v5OXlobq6GrW1tQCAqKgo/OUvf0FZWRlOnTqFBQsWWH3oRkZGoqCgAFVVVea7BO/38ssvY/369di5cyfKy8uxZs0alJSUdFrPQMUcW2OO+x/m2BpzTM7EAaMdcnJykJycDI1GY7Vt3rx5KCoqQmlpKZKSkrBr1y7s27cPcXFxePzxx813pAHA5s2b8aMf/QhLly5FdHQ0Fi1ahMbGRvP28vJy8/+8jpSbm4v09HSsXr0ao0ePxpw5c3D69GlEREQAMH2I/f3vf8e5c+eQkJAAnU6Hv/3tb/Dw6PzKhdWrV6OoqAjx8fF47bXX8OabbyIlJcVmWw8PD7z11lvYsmULwsLC8NRTTwEwHdeamho8+uij+PGPf4zly5dbzbG1YcMG5OfnIzw8HPHx8Tb3v3z5cqxatQqrV69GbGws8vLysG/fPkRFRfXkcLkt5tgac9z/MMfWmGNyJkmIe+YfILJDZGQkVq5c6faPR5IkCXv27MGcOXNkrSMpKQlxcXHYuHGjrHW4G+a4bzHHzsEc962BmGOeYSTqhrS0NAwfPlyWvj/44AP4+fnh6NGjsvRP7oM5JnfAHMuDd0kTfY+7E83efzdjX5k9ezYSExMBmB6JRdQTzDG5A+ZYPvxJmoiIiIi6xJ+kiYiIiKhLHDASERERUZc4YCQiIiKiLnHASERERERd4oCRiIiIiLrEASMRERERdYkDRiIiIiLqEgeMRERERNQlDhiJiIiIqEv/B/t/I4qpPPtFAAAAAElFTkSuQmCC", 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", 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" + "
" ] }, "metadata": {}, @@ -166,33 +557,71 @@ } ], "source": [ - "axs = si.plot.dist(pe, scs.fisk, cmap=\"viridis\", cumulative=True)\n", - "plt.suptitle(\n", - " f\"Monthly Cumulative Histogram Precipitation-Excess With {dist.name} (log-logistic) fit\",\n", - " y=0.93,\n", - " fontsize=11,\n", - ")\n", - "[ax.set_xlabel(\"Acc. Precipitation [mm]\") for ax in axs[-1]];" + "freq = \"ME\"\n", + "dist = scs.fisk\n", + "\n", + "f, axl = plt.subplots(4, 3, figsize=(6, 8), sharey=True, sharex=True)\n", + "axsr = axl.ravel()\n", + "for date, grval in dfval.groupby(pd.Grouper(freq=freq)):\n", + " data = si.utils.get_data_series(grval).sort_values()\n", + " fd = si.dist.FittedDist(data=data, dist=dist)\n", + " pdf = fd.pdf()\n", + " p_value = fd.ks_test()\n", + " axsr[date.month - 1].plot(\n", + " data.values, pdf.values, color=\"C0\", linewidth=1, label=f\"KS {p_value=:0.2f}\"\n", + " )\n", + " axsr[date.month - 1].hist(\n", + " data.values,\n", + " alpha=0.5,\n", + " density=True,\n", + " cumulative=False,\n", + " bins=20,\n", + " color=\"C1\",\n", + " )\n", + " axsr[date.month - 1].set_title(month_name[date.month])\n", + " axsr[date.month - 1].grid(True)\n", + " axsr[date.month - 1].legend(loc=2, fontsize=6)\n", + "\n", + "[ax.set_ylabel(\"Probability [-]\") for ax in axl[:, 0]]\n", + "[ax.set_xlabel(\"PE [mm/d]\") for ax in axl[-1, :]]\n", + "f.tight_layout()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can now see more cleary that there is a discrepancy between the data and the fitted distribution. However, the p_value is only less than 0.05 for march and august for the fisk distribution. For the pearson3 this was also the case for june, october and november. So the fisk distribution seems better in for this precipitation excess series than the pearson3 distribution." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Window fitting\n", + "\n", + "When the frequency of the original time series is higher than the fit frequncy, edge effects can occor. For instance if the frequency of the series is daily, but a distribution is fitted per month jumps can occur between the last and first day a new month. To prevent this the user can choose to fit a distribution on the frequency of the time series. However, fitting distributions per day gives less data per distribution to fit, sometimes resulting in a bad fit of the distribution. An example:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, + "outputs": [], + "source": [ + "spi_d = si.spi(pe, dist=scs.gamma, freq=\"D\")" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "c:\\Users\\vonkm\\miniconda3\\envs\\spei_dev\\Lib\\site-packages\\scipy\\stats\\_continuous_distns.py:6111: RuntimeWarning: invalid value encountered in log\n", - " lndata = np.log(data - loc)\n" - ] - }, { "data": { - "image/png": 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", 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", 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" ] }, "metadata": {}, @@ -200,25 +629,36 @@ } ], "source": [ - "axs = si.plot.dist(pe, scs.lognorm, cmap=\"viridis\", cumulative=True)\n", - "plt.suptitle(\n", - " f\"Monthly Cumulative Histogram Precipitation-Excess With {dist.name} fit\",\n", - " y=0.93,\n", - " fontsize=11,\n", - ")\n", - "[ax.set_xlabel(\"Acc. Precipitation [mm]\") for ax in axs[-1]];" + "ax = si.plot.si(spi_d, ybound=3)\n", + "ax.set_xlim(pd.Timestamp(\"2003-01-01\"), pd.Timestamp(\"2004-01-01\"));" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As can be seen in the figure sharp peaks are visible in the SPI, e.g. in august. To get a better fit of the distribution on those days, one can try to take into account days as well. After all, it is quite logical to take into account the distribution of the 1st of august and 3rd of august when determining the distribution for the 2nd of august. Note that this does not mean the distribution is summed over a larger window. Just more data is taken into account to determine the distribution for the specific day / week. The window argument provides for this:" ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "spi_3d = si.spi(pe, dist=scs.gamma, freq=\"D\", window=3)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -226,13 +666,15 @@ } ], "source": [ - "axs = si.plot.dist(pe, scs.pearson3, cmap=\"viridis\", cumulative=True)\n", - "plt.suptitle(\n", - " f\"Monthly Cumulative Histogram Precipitation-Excess with {dist.name} fit\",\n", - " y=0.93,\n", - " fontsize=11,\n", - ")\n", - "[ax.set_xlabel(\"Acc. Precipitation [mm]\") for ax in axs[-1]];" + "ax = si.plot.si(spi_3d, ybound=3)\n", + "ax.set_xlim(pd.Timestamp(\"2003-01-01\"), pd.Timestamp(\"2004-01-01\"));" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As you can see the sudden peaks are a lot less sharp but some are still visible. Therefore it might be appropriate to choose a larger window. " ] } ], @@ -252,7 +694,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.4" + "version": "3.10.12" }, "orig_nbformat": 4, "vscode": { From c3a9f39368e6cceed3f170ae0c21200835ea4506 Mon Sep 17 00:00:00 2001 From: Martin Vonk Date: Tue, 12 Mar 2024 22:34:17 +0100 Subject: [PATCH 30/38] keep supporting older pandas versions --- pyproject.toml | 2 +- src/spei/utils.py | 19 ++++++------------- 2 files changed, 7 insertions(+), 14 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index bf2b755..226658e 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -10,7 +10,7 @@ description = "A simple Python package to calculate drought indices for time ser readme = "README.md" license = { file = "LICENSE" } requires-python = ">=3.9" -dependencies = ["numpy", "scipy", "matplotlib", "pandas>=2.1.0"] +dependencies = ["numpy", "scipy", "matplotlib", "pandas"] classifiers = [ 'Programming Language :: Python :: 3 :: Only', 'Programming Language :: Python :: 3.9', diff --git a/src/spei/utils.py b/src/spei/utils.py index 63a7152..cff5e6a 100644 --- a/src/spei/utils.py +++ b/src/spei/utils.py @@ -3,17 +3,9 @@ from typing import Union from numpy import array, nan -from pandas import ( - DataFrame, - DatetimeIndex, - Grouper, - Index, - Series, - Timedelta, - concat, - infer_freq, - to_datetime, -) +from pandas import DataFrame, DatetimeIndex, Grouper, Index, Series, Timedelta +from pandas import __version__ as pd_version +from pandas import concat, infer_freq, to_datetime def validate_series(series: Series) -> Series: @@ -72,7 +64,7 @@ def infer_frequency(index: Union[Index, DatetimeIndex]) -> str: logging.info( "Could not infer frequency from index, using monthly frequency instead" ) - inf_freq = "ME" + inf_freq = "ME" if pd_version >= "2.1.0" else "M" else: logging.info(f"Inferred frequency '{inf_freq}' from index") @@ -87,7 +79,8 @@ def group_yearly_df(series: Series) -> DataFrame: """Group series in a DataFrame with date (in the year 2000) as index and year as columns.""" strfstr: str = "%m-%d %H:%M:%S" grs = {} - for year_timestamp, gry in series.groupby(Grouper(freq="YE")): + freq = "YE" if pd_version >= "2.1.0" else "Y" + for year_timestamp, gry in series.groupby(Grouper(freq=freq)): index = validate_index(gry.index) gry.index = to_datetime( "2000-" + index.strftime(strfstr), format="%Y-" + strfstr From 68d73da4cafed443fcd0c1824b6a2ad214921922 Mon Sep 17 00:00:00 2001 From: Martin Vonk Date: Tue, 12 Mar 2024 22:36:10 +0100 Subject: [PATCH 31/38] flake8 --- src/spei/dist.py | 2 +- src/spei/utils.py | 8 ++++++-- 2 files changed, 7 insertions(+), 3 deletions(-) diff --git a/src/spei/dist.py b/src/spei/dist.py index eef7f19..a907e84 100644 --- a/src/spei/dist.py +++ b/src/spei/dist.py @@ -101,7 +101,7 @@ def compute_cdf_rolling_window( if window < 3: logging.error("Window should be larger than 2. Setting the window value to 3.") - window = 3 # make sure window is at least three (value itself plus one to the left and right) + window = 3 # make sure window is at least three elif window % 2 == 0: logging.error(f"Window should be odd. Setting the window value to {window + 1}") window += 1 # make sure window is odd diff --git a/src/spei/utils.py b/src/spei/utils.py index cff5e6a..e20b08f 100644 --- a/src/spei/utils.py +++ b/src/spei/utils.py @@ -76,7 +76,9 @@ def infer_frequency(index: Union[Index, DatetimeIndex]) -> str: def group_yearly_df(series: Series) -> DataFrame: - """Group series in a DataFrame with date (in the year 2000) as index and year as columns.""" + """Group series in a DataFrame with date (in the year 2000) as index and + year as columns. + """ strfstr: str = "%m-%d %H:%M:%S" grs = {} freq = "YE" if pd_version >= "2.1.0" else "Y" @@ -112,7 +114,9 @@ def get_data_series(group_df: DataFrame) -> Series: def daily_window_groupby_yearly_df(dfval: DataFrame, period: int) -> DataFrame: - """Fill a period of daily values in grouped by yearly DataFrame to get cyclic rolling window.""" + """Fill a period of daily values in grouped by yearly DataFrame to get + cyclic rolling window. + """ dfval_window_index_start = [ dfval.index[0] + Timedelta(value=-i, unit="D") for i in reversed(range(1, period)) From 59e66678382aeec5dc64d573db100886b168c7a4 Mon Sep 17 00:00:00 2001 From: Martin Vonk Date: Wed, 13 Mar 2024 11:38:36 +0100 Subject: [PATCH 32/38] add more tests --- src/spei/_version.py | 2 +- tests/test_climdex.py | 6 +++--- tests/test_si.py | 12 +++++++++--- tests/test_version.py | 3 ++- 4 files changed, 15 insertions(+), 8 deletions(-) diff --git a/src/spei/_version.py b/src/spei/_version.py index 066a16b..bcec6f4 100644 --- a/src/spei/_version.py +++ b/src/spei/_version.py @@ -13,4 +13,4 @@ def show_versions() -> None: for dep in deps: msg += f"{dep}: {metadata.version(dep)}\n" - print(msg) + return msg diff --git a/tests/test_climdex.py b/tests/test_climdex.py index 8699369..0d359c6 100644 --- a/tests/test_climdex.py +++ b/tests/test_climdex.py @@ -3,15 +3,15 @@ from spei import climdex -def text_climdex_rxnday(precmm: Series) -> None: +def test_climdex_rxnday(precmm: Series) -> None: climdex.rxnday(series=precmm, interval="10D", period="90D") -def text_climdex_rx1day(precmm: Series) -> None: +def test_climdex_rx1day(precmm: Series) -> None: climdex.rx1day(series=precmm) -def text_climdex_rx5day(precmm: Series) -> None: +def test_climdex_rx5day(precmm: Series) -> None: climdex.rx5day(series=precmm) diff --git a/tests/test_si.py b/tests/test_si.py index e4a20f9..8fad224 100644 --- a/tests/test_si.py +++ b/tests/test_si.py @@ -4,18 +4,24 @@ def test_spi(prec: Series) -> None: - spi(prec.rolling("30D", min_periods=30).sum().dropna(), prob_zero=True) + precr = prec.rolling("30D", min_periods=30).sum().dropna() + spi(precr, freq="ME", prob_zero=True) def test_spei(prec: Series, evap: Series) -> None: n = (prec - evap).rolling("30D", min_periods=30).sum().dropna() - spei(n) + spei(n, freq="ME") def test_sgi(head: Series) -> None: - sgi(head) + sgi(head, freq="ME") def test_sffi(prec: Series) -> None: sf = prec.rolling("30D", min_periods=30).sum().dropna() ssfi(sf) + + +def test_window(prec: Series, evap: Series) -> None: + n = (prec - evap).rolling("30D", min_periods=30).sum().dropna() + spei(n, freq="W", window=3) diff --git a/tests/test_version.py b/tests/test_version.py index 0520036..98fd397 100644 --- a/tests/test_version.py +++ b/tests/test_version.py @@ -7,4 +7,5 @@ def test_version() -> None: def test_show_versions(): - si.show_versions() + msg = si.show_versions() + assert isinstance(msg, str) From 4340ae5dd90ff11b5ac0838901ad9fa2f32d6f14 Mon Sep 17 00:00:00 2001 From: martinvonk Date: Wed, 13 Mar 2024 15:48:23 +0100 Subject: [PATCH 33/38] make SI class --- doc/examples/example01_indices.ipynb | 8 +- doc/examples/example02_distributions.ipynb | 1412 ++++++++++---------- src/spei/dist.py | 204 +-- src/spei/si.py | 297 +++- src/spei/utils.py | 2 +- tests/test_si.py | 8 +- 6 files changed, 1038 insertions(+), 893 deletions(-) diff --git a/doc/examples/example01_indices.ipynb b/doc/examples/example01_indices.ipynb index 63dfbef..a20b108 100644 --- a/doc/examples/example01_indices.ipynb +++ b/doc/examples/example01_indices.ipynb @@ -18,7 +18,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -39,7 +39,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "metadata": {}, "outputs": [ { @@ -86,7 +86,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 4, "metadata": {}, "outputs": [ { @@ -107,7 +107,7 @@ "Name: rain, Length: 13365, dtype: float64" ] }, - "execution_count": 3, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } diff --git a/doc/examples/example02_distributions.ipynb b/doc/examples/example02_distributions.ipynb index 4144dd7..fb8bc25 100644 --- a/doc/examples/example02_distributions.ipynb +++ b/doc/examples/example02_distributions.ipynb @@ -1,708 +1,708 @@ { - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Notebook 02 - Distributions\n", - "\n", - "*Martin Vonk - 2022*\n", - "\n", - "This notebooks shows an example of choosing the right distribution of the precipitation or precipitation-excess. Note that this notebooks focusses on visually interpreting this data. There are also tests to check the validity of a distribution. However these are not currently implemented in this package.\n", - "\n", - "## Required packages" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "from calendar import month_name\n", - "import spei as si # si for standardized index\n", - "import pandas as pd\n", - "import scipy.stats as scs\n", - "import matplotlib.pyplot as plt" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Load time series\n", - "\n", - "We use time series from the Netherlands. The precipitation and precipitation-excess (precipitation - potential evaporation) time series are accumulated on with a 30D rolling sum." - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Notebook 02 - Distributions\n", + "\n", + "*Martin Vonk - 2022*\n", + "\n", + "This notebooks shows an example of choosing the right distribution of the precipitation or precipitation-excess. Note that this notebooks focusses on visually interpreting this data. There are also tests to check the validity of a distribution. However these are not currently implemented in this package.\n", + "\n", + "## Required packages" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "from calendar import month_name\n", + "import spei as si # si for standardized index\n", + "import pandas as pd\n", + "import scipy.stats as scs\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Load time series\n", + "\n", + "We use time series from the Netherlands. The precipitation and precipitation-excess (precipitation - potential evaporation) time series are accumulated on with a 30D rolling sum." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fileurl = \"https://raw.githubusercontent.com/pastas/pastas/master/doc/examples/data\"\n", + "rain = (\n", + " pd.read_csv(f\"{fileurl}/rain_nb1.csv\", index_col=0, parse_dates=True)\n", + " .squeeze()\n", + " .multiply(1e3)\n", + ") # to mm\n", + "evap = (\n", + " pd.read_csv(f\"{fileurl}/evap_nb1.csv\", index_col=0, parse_dates=True)\n", + " .squeeze()\n", + " .multiply(1e3)\n", + ") # to mm\n", + "\n", + "# accumulate time series\n", + "f = 30\n", + "prec = rain.rolling(f\"{f}D\", min_periods=f).sum().dropna()\n", + "pe = (rain - evap).dropna().rolling(f\"{f}D\", min_periods=f).sum().dropna()\n", + "pe.plot(xlabel=\"\", ylabel=\"[mm]\", title=\"Precipitation Excess\", figsize=(7, 5))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Plot distributions\n", + "\n", + "The internal plot.dist method can be used to plot the (cumulative) histogram and the scipy.stats distribution fit. The given distribution using a [maximum likelihood estimate](https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.rv_continuous.fit.html#scipy.stats.rv_continuous.fit) where a negative log-likelihood function is minimized. It can be important to visually check if the (cumulative) density function is actually valid for the (cumulative) histogram of the data. Let's first try that for the pearson3 distribution. \n", + "\n", + "We'll reproduce some steps that are normally done internally. First we group the data per date (index) and year (columns). This way if we can easily group per given frequency on which we want to fit the distribution." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " 1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 ... \\\n", + "date ... \n", + "2000-01-01 NaN 53.4 61.4 73.4 36.1 18.9 60.2 112.2 19.7 58.3 ... \n", + "2000-01-02 NaN 56.1 61.7 75.4 42.9 20.9 65.0 124.6 23.7 56.5 ... \n", + "2000-01-03 NaN 73.2 66.9 76.5 56.5 23.1 66.6 126.8 29.5 53.3 ... \n", + "2000-01-04 NaN 78.4 59.8 83.8 61.8 27.3 70.1 127.3 29.8 47.9 ... \n", + "2000-01-05 NaN 72.6 66.9 79.8 63.1 27.7 66.4 125.0 36.8 45.3 ... \n", + "... ... ... ... ... ... ... ... ... ... ... ... \n", + "2000-12-27 55.9 81.3 73.9 62.9 13.4 77.3 70.4 16.3 82.5 75.8 ... \n", + "2000-12-28 55.0 72.7 74.0 43.3 13.6 70.0 72.7 16.1 83.3 76.2 ... \n", + "2000-12-29 51.9 66.7 73.9 35.8 13.4 70.2 74.6 16.1 83.1 77.1 ... \n", + "2000-12-30 52.3 64.3 73.7 35.4 13.8 63.5 89.6 19.3 73.9 77.6 ... \n", + "2000-12-31 52.8 59.5 73.8 35.7 14.1 60.2 110.1 19.9 59.2 78.0 ... \n", + "\n", + " 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 \n", + "date \n", + "2000-01-01 58.1 61.5 23.4 77.9 55.0 109.5 124.2 81.2 81.7 34.8 \n", + "2000-01-02 66.8 49.9 19.7 76.0 52.8 115.5 126.3 82.6 83.7 38.1 \n", + "2000-01-03 61.9 38.2 19.1 72.9 52.9 112.6 122.4 85.2 84.2 41.4 \n", + "2000-01-04 59.5 37.1 14.6 68.8 44.2 118.5 118.2 86.5 94.6 56.8 \n", + "2000-01-05 60.5 39.9 17.3 60.9 41.4 125.3 118.0 83.5 94.4 57.5 \n", + "... ... ... ... ... ... ... ... ... ... ... \n", + "2000-12-27 76.1 30.8 65.0 59.3 99.8 107.7 56.4 79.6 84.2 NaN \n", + "2000-12-28 76.1 30.1 65.8 59.8 99.4 119.8 83.6 80.1 82.2 NaN \n", + "2000-12-29 76.6 29.8 58.9 59.7 100.5 122.1 84.6 81.1 79.7 NaN \n", + "2000-12-30 75.6 26.9 69.0 54.5 111.2 124.1 80.0 82.0 66.3 NaN \n", + "2000-12-31 62.5 24.0 77.4 54.5 114.2 124.0 79.9 81.9 36.9 NaN \n", + "\n", + "[366 rows x 37 columns]" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dfval = si.utils.group_yearly_df(series=pe)\n", + "dfval" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Lets fit the pearson3 distribution" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "freq = \"ME\"\n", + "dist = scs.pearson3\n", + "\n", + "f, axl = plt.subplots(4, 3, figsize=(6, 8), sharey=True, sharex=True)\n", + "axsr = axl.ravel()\n", + "for date, grval in dfval.groupby(pd.Grouper(freq=freq)):\n", + " data = si.utils.get_data_series(grval).sort_values()\n", + " fd = si.dist.Dist(data=data, dist=dist)\n", + " cdf = fd.cdf()\n", + " p_value = fd.ks_test()\n", + " axsr[date.month - 1].plot(\n", + " data.values, cdf.values, color=\"C0\", linewidth=1, label=f\"KS {p_value=:0.2f}\"\n", + " )\n", + " axsr[date.month - 1].hist(\n", + " data.values,\n", + " alpha=0.5,\n", + " density=True,\n", + " cumulative=True,\n", + " bins=20,\n", + " color=\"C1\",\n", + " )\n", + " axsr[date.month - 1].set_title(month_name[date.month])\n", + " axsr[date.month - 1].grid(True)\n", + " axsr[date.month - 1].legend(loc=2, fontsize=6)\n", + "\n", + "[ax.set_ylabel(\"Cumulative\\nProbability [-]\") for ax in axl[:, 0]]\n", + "[ax.set_xlabel(\"PE [mm/d]\") for ax in axl[-1, :]]\n", + "f.tight_layout()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The blue plotted line is the fitted pearson3 distribution and the orange fill is the cumulative histogram. For the fitted distributions seem to describe the precipitation excess values pretty well. The legend shows the p_value of the two-sided Kolmogorov-Smirnov test for goodness of fit. The null hypothesis two-sided test is that the two distributions are identical, the alternative is that they are not identical. Say we choose a confidence level of 95%; that is, we will reject the null hypothesis in favor of the alternative if the p-value is less than 0.05. For e.g. march the p-value is lower than our threshold of 0.05, so we reject the null hypothesis in favor of the default “two-sided” alternative: the data are not distributed according to the fitted pearson3 distribution. But not finding the appropriate distribution is one of the big uncertainties of the standardized index method. However, not a perfect fit does not mean this distribution is not fit-for-purpose of calculating a drought index. That is up to the modeller to decide. \n", + "\n", + "We could try to fit another distribution, e.g. Fisk. Let's plot the probability density function instead of the cdf to get more insight." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "freq = \"ME\"\n", + "dist = scs.fisk\n", + "\n", + "f, axl = plt.subplots(4, 3, figsize=(6, 8), sharey=True, sharex=True)\n", + "axsr = axl.ravel()\n", + "for date, grval in dfval.groupby(pd.Grouper(freq=freq)):\n", + " data = si.utils.get_data_series(grval).sort_values()\n", + " fd = si.dist.Dist(data=data, dist=dist)\n", + " pdf = fd.pdf()\n", + " p_value = fd.ks_test()\n", + " axsr[date.month - 1].plot(\n", + " data.values, pdf.values, color=\"C0\", linewidth=1, label=f\"KS {p_value=:0.2f}\"\n", + " )\n", + " axsr[date.month - 1].hist(\n", + " data.values,\n", + " alpha=0.5,\n", + " density=True,\n", + " cumulative=False,\n", + " bins=20,\n", + " color=\"C1\",\n", + " )\n", + " axsr[date.month - 1].set_title(month_name[date.month])\n", + " axsr[date.month - 1].grid(True)\n", + " axsr[date.month - 1].legend(loc=2, fontsize=6)\n", + "\n", + "[ax.set_ylabel(\"Probability [-]\") for ax in axl[:, 0]]\n", + "[ax.set_xlabel(\"PE [mm/d]\") for ax in axl[-1, :]]\n", + "f.tight_layout()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can now see more cleary that there is a discrepancy between the data and the fitted distribution. However, the p_value is only less than 0.05 for march and august for the fisk distribution. For the pearson3 this was also the case for june, october and november. So the fisk distribution seems better in for this precipitation excess series than the pearson3 distribution." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Window fitting\n", + "\n", + "When the frequency of the original time series is higher than the fit frequncy, edge effects can occor. For instance if the frequency of the series is daily, but a distribution is fitted per month jumps can occur between the last and first day a new month. To prevent this the user can choose to fit a distribution on the frequency of the time series. However, fitting distributions per day gives less data per distribution to fit, sometimes resulting in a bad fit of the distribution. An example:" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "spi_d = si.spi(pe, dist=scs.gamma, freq=\"D\")" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ax = si.plot.si(spi_d, ybound=3)\n", + "ax.set_xlim(pd.Timestamp(\"2003-01-01\"), pd.Timestamp(\"2004-01-01\"));" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As can be seen in the figure sharp peaks are visible in the SPI, e.g. in august. To get a better fit of the distribution on those days, one can try to take into account days as well. After all, it is quite logical to take into account the distribution of the 1st of august and 3rd of august when determining the distribution for the 2nd of august. Note that this does not mean the distribution is summed over a larger window. Just more data is taken into account to determine the distribution for the specific day / week. The window argument provides for this:" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "spi_3d = si.spi(pe, dist=scs.gamma, freq=\"D\", window=3)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ax = si.plot.si(spi_3d, ybound=3)\n", + "ax.set_xlim(pd.Timestamp(\"2003-01-01\"), pd.Timestamp(\"2004-01-01\"));" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As you can see the sudden peaks are a lot less sharp but some are still visible. Therefore it might be appropriate to choose a larger window. " + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "speidev", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.12" + }, + "orig_nbformat": 4, + "vscode": { + "interpreter": { + "hash": "2279c7ae29edfb28b339b66ce2f59ffc873c6e74c684d306a7300ed42278bdc7" + } + } }, - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fileurl = \"https://raw.githubusercontent.com/pastas/pastas/master/doc/examples/data\"\n", - "rain = (\n", - " pd.read_csv(f\"{fileurl}/rain_nb1.csv\", index_col=0, parse_dates=True)\n", - " .squeeze()\n", - " .multiply(1e3)\n", - ") # to mm\n", - "evap = (\n", - " pd.read_csv(f\"{fileurl}/evap_nb1.csv\", index_col=0, parse_dates=True)\n", - " .squeeze()\n", - " .multiply(1e3)\n", - ") # to mm\n", - "\n", - "# accumulate time series\n", - "f = 30\n", - "prec = rain.rolling(f\"{f}D\", min_periods=f).sum().dropna()\n", - "pe = (rain - evap).dropna().rolling(f\"{f}D\", min_periods=f).sum().dropna()\n", - "pe.plot(xlabel=\"\", ylabel=\"[mm]\", title=\"Precipitation Excess\", figsize=(7, 5))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Plot distributions\n", - "\n", - "The internal plot.dist method can be used to plot the (cumulative) histogram and the scipy.stats distribution fit. The given distribution using a [maximum likelihood estimate](https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.rv_continuous.fit.html#scipy.stats.rv_continuous.fit) where a negative log-likelihood function is minimized. It can be important to visually check if the (cumulative) density function is actually valid for the (cumulative) histogram of the data. Let's first try that for the pearson3 distribution. \n", - "\n", - "We'll reproduce some steps that are normally done internally. First we group the data per date (index) and year (columns). This way if we can easily group per given frequency on which we want to fit the distribution." - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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" - ], - "text/plain": [ - " 1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 ... \\\n", - "date ... \n", - "2000-01-01 NaN 53.4 61.4 73.4 36.1 18.9 60.2 112.2 19.7 58.3 ... \n", - "2000-01-02 NaN 56.1 61.7 75.4 42.9 20.9 65.0 124.6 23.7 56.5 ... \n", - "2000-01-03 NaN 73.2 66.9 76.5 56.5 23.1 66.6 126.8 29.5 53.3 ... \n", - "2000-01-04 NaN 78.4 59.8 83.8 61.8 27.3 70.1 127.3 29.8 47.9 ... \n", - "2000-01-05 NaN 72.6 66.9 79.8 63.1 27.7 66.4 125.0 36.8 45.3 ... \n", - "... ... ... ... ... ... ... ... ... ... ... ... \n", - "2000-12-27 55.9 81.3 73.9 62.9 13.4 77.3 70.4 16.3 82.5 75.8 ... \n", - "2000-12-28 55.0 72.7 74.0 43.3 13.6 70.0 72.7 16.1 83.3 76.2 ... \n", - "2000-12-29 51.9 66.7 73.9 35.8 13.4 70.2 74.6 16.1 83.1 77.1 ... \n", - "2000-12-30 52.3 64.3 73.7 35.4 13.8 63.5 89.6 19.3 73.9 77.6 ... \n", - "2000-12-31 52.8 59.5 73.8 35.7 14.1 60.2 110.1 19.9 59.2 78.0 ... \n", - "\n", - " 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 \n", - "date \n", - "2000-01-01 58.1 61.5 23.4 77.9 55.0 109.5 124.2 81.2 81.7 34.8 \n", - "2000-01-02 66.8 49.9 19.7 76.0 52.8 115.5 126.3 82.6 83.7 38.1 \n", - "2000-01-03 61.9 38.2 19.1 72.9 52.9 112.6 122.4 85.2 84.2 41.4 \n", - "2000-01-04 59.5 37.1 14.6 68.8 44.2 118.5 118.2 86.5 94.6 56.8 \n", - "2000-01-05 60.5 39.9 17.3 60.9 41.4 125.3 118.0 83.5 94.4 57.5 \n", - "... ... ... ... ... ... ... ... ... ... ... \n", - "2000-12-27 76.1 30.8 65.0 59.3 99.8 107.7 56.4 79.6 84.2 NaN \n", - "2000-12-28 76.1 30.1 65.8 59.8 99.4 119.8 83.6 80.1 82.2 NaN \n", - "2000-12-29 76.6 29.8 58.9 59.7 100.5 122.1 84.6 81.1 79.7 NaN \n", - "2000-12-30 75.6 26.9 69.0 54.5 111.2 124.1 80.0 82.0 66.3 NaN \n", - "2000-12-31 62.5 24.0 77.4 54.5 114.2 124.0 79.9 81.9 36.9 NaN \n", - "\n", - "[366 rows x 37 columns]" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "dfval = si.utils.group_yearly_df(series=pe)\n", - "dfval" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Lets fit the pearson3 distribution" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "freq = \"ME\"\n", - "dist = scs.pearson3\n", - "\n", - "f, axl = plt.subplots(4, 3, figsize=(6, 8), sharey=True, sharex=True)\n", - "axsr = axl.ravel()\n", - "for date, grval in dfval.groupby(pd.Grouper(freq=freq)):\n", - " data = si.utils.get_data_series(grval).sort_values()\n", - " fd = si.dist.FittedDist(data=data, dist=dist)\n", - " cdf = fd.cdf()\n", - " p_value = fd.ks_test()\n", - " axsr[date.month - 1].plot(\n", - " data.values, cdf.values, color=\"C0\", linewidth=1, label=f\"KS {p_value=:0.2f}\"\n", - " )\n", - " axsr[date.month - 1].hist(\n", - " data.values,\n", - " alpha=0.5,\n", - " density=True,\n", - " cumulative=True,\n", - " bins=20,\n", - " color=\"C1\",\n", - " )\n", - " axsr[date.month - 1].set_title(month_name[date.month])\n", - " axsr[date.month - 1].grid(True)\n", - " axsr[date.month - 1].legend(loc=2, fontsize=6)\n", - "\n", - "[ax.set_ylabel(\"Cumulative\\nProbability [-]\") for ax in axl[:, 0]]\n", - "[ax.set_xlabel(\"PE [mm/d]\") for ax in axl[-1, :]]\n", - "f.tight_layout()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The blue plotted line is the fitted pearson3 distribution and the orange fill is the cumulative histogram. For the fitted distributions seem to describe the precipitation excess values pretty well. The legend shows the p_value of the two-sided Kolmogorov-Smirnov test for goodness of fit. The null hypothesis two-sided test is that the two distributions are identical, the alternative is that they are not identical. Say we choose a confidence level of 95%; that is, we will reject the null hypothesis in favor of the alternative if the p-value is less than 0.05. For e.g. march the p-value is lower than our threshold of 0.05, so we reject the null hypothesis in favor of the default “two-sided” alternative: the data are not distributed according to the fitted pearson3 distribution. But not finding the appropriate distribution is one of the big uncertainties of the standardized index method. However, not a perfect fit does not mean this distribution is not fit-for-purpose of calculating a drought index. That is up to the modeller to decide. \n", - "\n", - "We could try to fit another distribution, e.g. Fisk. Let's plot the probability density function instead of the cdf to get more insight." - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "freq = \"ME\"\n", - "dist = scs.fisk\n", - "\n", - "f, axl = plt.subplots(4, 3, figsize=(6, 8), sharey=True, sharex=True)\n", - "axsr = axl.ravel()\n", - "for date, grval in dfval.groupby(pd.Grouper(freq=freq)):\n", - " data = si.utils.get_data_series(grval).sort_values()\n", - " fd = si.dist.FittedDist(data=data, dist=dist)\n", - " pdf = fd.pdf()\n", - " p_value = fd.ks_test()\n", - " axsr[date.month - 1].plot(\n", - " data.values, pdf.values, color=\"C0\", linewidth=1, label=f\"KS {p_value=:0.2f}\"\n", - " )\n", - " axsr[date.month - 1].hist(\n", - " data.values,\n", - " alpha=0.5,\n", - " density=True,\n", - " cumulative=False,\n", - " bins=20,\n", - " color=\"C1\",\n", - " )\n", - " axsr[date.month - 1].set_title(month_name[date.month])\n", - " axsr[date.month - 1].grid(True)\n", - " axsr[date.month - 1].legend(loc=2, fontsize=6)\n", - "\n", - "[ax.set_ylabel(\"Probability [-]\") for ax in axl[:, 0]]\n", - "[ax.set_xlabel(\"PE [mm/d]\") for ax in axl[-1, :]]\n", - "f.tight_layout()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We can now see more cleary that there is a discrepancy between the data and the fitted distribution. However, the p_value is only less than 0.05 for march and august for the fisk distribution. For the pearson3 this was also the case for june, october and november. So the fisk distribution seems better in for this precipitation excess series than the pearson3 distribution." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Window fitting\n", - "\n", - "When the frequency of the original time series is higher than the fit frequncy, edge effects can occor. For instance if the frequency of the series is daily, but a distribution is fitted per month jumps can occur between the last and first day a new month. To prevent this the user can choose to fit a distribution on the frequency of the time series. However, fitting distributions per day gives less data per distribution to fit, sometimes resulting in a bad fit of the distribution. An example:" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "spi_d = si.spi(pe, dist=scs.gamma, freq=\"D\")" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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uh60jhJDBJSwyRjLZsIAct3PGSCwWQyJRQ6frOTCqrKzEOeecg8bGxoC0iQw+JSUlEAgE0Ov9H3nZ2poGoVCI0tJSDltGCCGDT1gERgJBYAIjQAKbzQaHwwGLxQKxWAKxWNVrV9qOHTuQn5+PkpKSALWJDDYlJSVITc0Aw4j8PgbDCJCWlonTp09z2DJCCBl8wqIrjc8fyvmINAAQi8UAAKvVCrPZDIlEgqgoFSore84YFRQUAADa2tq4bxAZlEpKSpCcnNPv13hiYjYFRoQQ0k9hkTFqb88OyHEZxhkYWSwWtitNApEoBg0N9XA4HACAnTt3YuHChbBarQCAI0eOAqDAiHDn1KkSxMTk9Ps4MTHZKCmhwIgQQvojoIHRjh07sHDhQqSkpIDH4+Hbb7/16zgOB8drgbB4PGdgZDab2eJrCUSiWdBqtdi7dy8sFgtuvfVWfP/999i7dy8A4NgxyhgR7jAMg9OnSyCX9z8wksmyUFp6GgzDcNAyQggZnALaldbe3o7x48fjlltuwZ///Ge/jyOXAyL/yy965OpKc2WMRCIxbLbpSEhIxLp167Bt2zacPHkSMpkMmzdvxrhx43DmzBkAFBgRbjQ0NKCtrQ1SaQ7YJKXfZLJs6PV6NDc3Q6PRcNNAQggZZAIaGF188cW4+OKLA3mKfjobGFksFohEEjCMAOeeuxTvvfcedDodFi58EM3NJ/Hrr5sxf/589yMpMCJccBXxM0z/5+pimJEAgL179+Kiiy7q9/EIIWQwCqkaI7PZDL1e73ELrM4ZIwkAQKO5HFqtFuecMwN8/lNITp6L3bt3Yc+ePeDz+dBoNBQYEU64AiOzuf91dO3to5GTMxyffvppv49FCCGDVUiNSlu1ahWeeOKJLvdHRQWmK00o7BoYRUUBdvtsXH/9OwCWwGYTQSK5EFarFY8//jhycobD4bCjtbWV+waRQaekpAQJCYkQiRQcvMZ5mDjxGnz99bN44403IJVKuWgiIYQMKiGVMVq+fDl0Op37VlFREeAzegZGQqGEvZ8Pm+1W2GyxAACTaTjmz78W06ZdhunTP4ZMpqSMEeHE0aNHkZU1mrPjyWRXo62tDd999x1nxySEkMEkpAIjiUQClUrlcQukzsP1XRmkzng8HmJjP4Ja/Q7M5jxERSkoMCKcOHToEJKTJ3B2PLN5GHJzR2Hbtm2cHZMQQgaTkAqMgs+z+Ppsxqh3EgkFRqT/9Ho9SkpKoFJN4PS48fGZqK6u5vSYhBAyWAS0xqitrQ2nTp1y/7u0tBSHDh2CRqNBRkaG18eRywFx98mcfhEIzgZGJpMZSqXEq9mHpVIF2tporTTSP0eOHAEAyOUTYLNxd9zo6BRUVR3h7oCEEDKIBDRjtH//fuTl5SEvLw8A8OCDDyIvLw8rVqwI5Gl90FONUR+PEivQ2koZI9I/hw4dglgshs02gtPjKpWpqKmhjBEhhPgjoBmjWbNmhfgsvJ6BkUDgfWDU3k6BEemf/Px8DB8+BgC3Qy6l0hTU1tbCbrdDIBBwemxCCIl0ITVcvydRUYHpSnMtCeKsMXLOfB3lxeojVGNEuHDo0CFkZk7w6jXnC7s9BXa7HfX19UhOTub24IQQEuEGdfF1x1FpFovF64yRSESBEekfm82GY8eOIT5+HOfHFgpTAIAKsAkhxA+DPDBydmH42pVGgRHpr5KSEpjNZsjlYwNwdAqMCCHEX2HRlSaXAxLvYhYfCSAQCNyBkVjs3ag0u10Bs9kMq9UKUSCm5CYRr6CgAACgUIwBj8ftsRkmAQKBgAIjQgjxw6DOGAHOSSV9zRgJhc7oibJGxF9Hjx5FfHwCeLwEzo/N4wmQmJjkV2DkcDjwxx9/4K233grxgROEEBIYYZExCiSxWNwhMPKuwlsgUAJwBkYxMTGBbB6JUAUFBRg6dEzAjp+QkOJVYPTss88iPT0dixcvxp/+dCl27doJk8kEAJg2bRrGjAlcGwkhJBSFRWAkkYDzkTsuYrG4Q7eYxKvzMAxljEj/FBQUYPz4BQF7XcfGpqCqqqrP/dauXYvGxkZUVlZi+/ZtuPXWp6FU5uCFF/6MkydPUmBECBl0Bn1Xmkgkdgc43nalCQQUGBH/mUwmnDx5EvHxgQs6oqO9yxhptVo0NDTg0UcfxYIFVyIt7e9QqZZAoVDg5MmTAWsfIYSEKgqMRGLo9XoAAJ/vXWDE51NgRPxXVFQEh8MBlSpwgZFanYrKyspe92EYBk1NTZDL5XA4HDjnnEcAOBdNzsoaRoERGVTKysqwfv36Pt83JPKFRVeaQhHYrrTW1lYAQFSUd6PSrFYKjAazAwcOIC0tDYmJiX49vrS0FAAQHT0UwgC9A+PicqHVatHY2Ii4uLhu92ltbYXNZsNddz0PmSwJGk2ee1taGgVGZPAoKirCyJEjAQBjx47F3r17ERWoLx0S8ihjJDobGHlbfE0Zo8HtyiuvxKpVq7zad8OGDe6h+S46nQ4AIBBEc900N1c2qvO5O9JqtQCA6OiRSEy80mNbYiIFRmTwOHz4MADgH//4DidOnMC//vWvAW4RGUgUGHWoMfK2K43Hk4LH41FgNEjV1dWhsLCoz/0KCwtx2WWXYc2aNR73t7S0QCaTgccL3BxYEskwiMXiXgOjpqYmdt/YLts0mmGorq5Ge3t7wNpISKgoLi5GXFwcYmMvxbXXPor//ve/sNvtA90sMkDCoitNLgek0sAcu2PGSCr1risN4EMul1NgNAiZTCa0t7fj1KnesykMw2DZsmWw2WxobGz02KbT6aBSqb18rflLiNzckTh69GiPe7gyRkqlpsv7KyFhGADg1KlTGDlyJMSBWKyQkBBRXFyMrKxcKBTAkCHTYLFYUFlZiczMzIFuGhkAlDHy6ErzfnptuVzhfhwZPFzBxJkzZ2CxWHrcb+3atdi6dSsyM7N6DIwCLStrjFcZI5Goa8ZILncGRpdeeinGjh0Lm80WmEYSEgKKi4uRlpYLAFAqswEAp0+fHsgmkQE06AMjodD/wIgyRoOPKzByOBzuIurOTp8+jfvuuw9//vMtmDFjcbeBkVIZHeimIjXVGRh1nMF669ataGhoAOB8LkKh0D39REciURw0Gg10Oh2Ki4vx448/Bry9hAwEhmFQXFyMpCRnYBQVlQkej0eB0SAWFoFRVFTgbh2H60skYq8fR4HR4OQKjAD0WJz8zDPPQKVS45JLXoRKFevxGMBZY6RQqAP6uo6KAlJTx0Kv16OiogIA0N7ejgULFuD1118H4MwYxcbGQirldXmsVMrDP//5A5555igmTDgXr7/+RoCuKCHeefLJJzF79my/Axar1YoHHngAycnJ+Otfl7nvb2xsREtLCxITc9nPdglSU9Pc52EYBkVFfdcUksgRFoFRIIlEYuh0OsTHx0MmS/f6cTIZBUaDkSv7w+fzewyM9u/fjylT5kEkUkEuj0NjYyMYhoHVagXgzBgpFIHvSouJ8RyZ9scff8BqtaKkpASAM8iLienajeYSFzcFMlkm5s+/Ez/99CPKysoC3mZCevLDDz9g27ZtmDRpkvvHrC/efPNNvPzyy4iPT8b69d+6M6nFxcUAAI1muHvf9PRsd2D0zTffYPTo0aitreXgWZBwMOgDI6HQWVR6221PQyiUe/04mUxJgdEgpNVqwefzMWLEqG4DI6vViqNHj2LIEOecQHJ5HOx2O6qrqxEfH4+tW7dCp9NBLg98YKRQZECpVLoDo61btwI4O4+SVquFWq3p8zjDhv0FSqUSb7/9duAaS0gvGIZBYWEh5s9fjKamph67sXvS0tKCxx9/HH/+80246qp/o7q62h34FBcXg8fjQaHIce+fknI2MPr555/hcDioa20QCZtRaTJZYI6dljYUM2bMwTnn3Ai+D2GiTKZAa2tLYBpFQpZWq4VGo0FmZi6Ki7sGRoWFhbBYLBgyJA8KBaBWOzMy+/btg06nw7Fjx9wZo8COSgMAHkaMGOMembZlyxYAZ4tKm5qaEB0d60U7FLj00uvw7rvvYuXKlRCJAjfNACHdqampQWtrK8aNm4Wff17vrpPz1nPPPQeDwYBFi/4NkUgOHo+H3377DTk5OSgsLERaWjrU6rNDM1NSsrF9+3cAzv6gKCsrw7Rp07h7UiRkDfqM0bx5/8Z99/0Kvi9REZyBUXs7ZYwGG2dgFIe0tFwUFRV6FDYDQH5+PgAgPn4CAGfGCAAOHjwIAKitrQ1axggAsrOdBdh6vR4HDhzAxImTUV1dDZPJBK1WC5Wq74wRAFxwwZ2ora3Fhg0bAtxiQrpy1fjk5MwEANTX13v92JaWFqxZswZXX/1XKBSpkEiiMXr0WOzYsQN2ux1ffPEFpk6d6/GY+PhsNDY2oqioyN3VVl5eztGzCQ8Mw+DgwYNdPuMGg0EfGAHOtaF8FRVFNUaDUWNjI2JiYjFs2HRUVVW5PzRdDh48iKFDh0EsVgIApFJnYHTgwAEAzskhnRM8RgelvRkZY1BYWIjNmzfDbrfjootuAcMwKCsrQ1NTE5TKnmuMOoqPH4cpU2bgH//4h1/1HYT0R1FREUQiEWJjx0Amk/kUGL3yyiswm82YPfsh9315eRdgx44d+Omnn1BWVoaZM+/0eIxG4xyy/7///Q8AkJKSOugCoyNHjmDixIn4xz/+MdBNCbqw6EpzjZQJJTQqbXDSarWIjo7FsGFzEBUVhe+//x7Dh58t2szPz8fIkXnu16tQ6Aw8XIGRa/4j16i0QMvMHAuz2YxVq1ZhxIhRGD16PgBnnZHruXjbjmXL3sWyZefi5ptvxldffRXAVhPiqaioCNnZQyGXixAfn+B1YHTq1Ck888wzuOqq26HRJLvvz8u7CB9++AquvfZajBuXh8zMSej4+zgx0Vlv9MILL2DUqDFITR0y6AIjVw3l6tWrMXbsWFxzzTUD3KLgoYyRnyhjNDg5C5ZjIRbLcP75F+KHH37w2H7kyBEMHTrB/W+hUAylUom6ujoAwIkTJwAAUmlwutISEpwj0/bt24f58/8ChSIdQqEQp06dQnNzMxQK77rSAOcyIQ899BK+/vpr9xQAhARDYWEhcnKci7zGxXkXGJnNZlx55ZVITEzCkiVPeWzLzb0EzzyzDgkJibj66se69BrIZPF4/vkNuPfef2PZsleQlJQx6AKjM2fOQC6XY/z4c/DLL78MdHOCigIjP0VF0czXg1FjYyPUamf32NSpl+K3335DS0sLAOdq9TqdDgkJWR6PiY09u7q9K6AIVmAkl8cjISEBADBp0lUQCATIyMhEfn4+GIaBQuFdV5rLiBEXAwB2797NeVsJ6UlRUREyM0cAADQa7wKj9957D4cPH8by5Z9DIlF5bOPxeBg9+jK89NIJjBt3ZbePHzFiIebOXY4hQ2YiPr77wOjMmTNYv369H88o9JWVlSEjYwji4hLdn3GDBQVGfoqKUsBkMtFSCYOMVqt11+WMGvUn2Gw2fPPNNwCAqqoqAIBKleLxGNdcQbGxZ4OQqKjgBEYAMGrUeIwffw40GufMvunpWdi2bRsAQCbzPmMEAApFEjIzh2DXrl1cN5OQbrW3t6OyshIpKc4u654Co8bGRrz//vtgGAYMw+C///0v5s9fhKSkvH63IS4uAy0tLR71dbt27cKkSZOwdOnSiPweKCsrQ2pqJpTKGDQ3N/f7eL/++muXmsxQFRY1RnK58xZKlErnGOf29nao1cH7kiMDx2azoaWlBRqNc4i7QpGOuXMvxiuvvIKbbroJ1dXVAIDExBSPIfAajTNjlJd3Hn791bm0RkxMdBCG6zv97W+vs9kh57/T03OwffuvOPfcycjNPQ8S71fCAQDk5U2hjBEJGlemJjl5CBQKIDY2AXv3bu2y36uvvorHH38cycnJ4PP5OH78OB544FVO3mfJyRkAnBnf0aNHAwDuueceGAwGMAwTkd8DZ86cwTnnzADAw+nTPa+56A2r1YqlS5dCoVBg165dGDJkCCdtDBTKGPkpKsr5bqM6o8HD9aupY/fT0qV/w8GDB7Fr1y53YKRSJXs8LibGGRiNGTPZfV+wutIAIC4uB/HxQ93/vuyyR/HSS1/j2Wd3QiLx/RfHmDFTceDAAZjNZi6bSUi3XIFRbKxzpfvo6O4zRt9//z0A4KGHHsJdd92FceMmYNiwmZy0QaNxBkau2d9tNhsKCgowZcoFACLve8A1cjUxMRNKZXS/M0b79u1DW1sbLBYLli5dCofDwVFLA4MCIz9JJBQYDTau5UCUyrM1Q6NGLUBOzlC88847qK6uhlqt7hJsuGqScnPPBkadax6CSaPJQl7eUp/n7nLJzZ0Ki8XinrOJkEAqKysDn8+HWu3soo6OTkB7ezsMBoN7n5qaGuzfvx/XXXcHCgoKYLc78MQTX/s1FUt3FIpkCAQCd5B28uRJWCwWjBkzFUDkfQ+4ug0TE4dAoYjpd43Rli1boFar8fTT63Do0CFs3ryZm4YGSNh0pQWr28Fb0dHOeWoi7Q1BelZTUwMAiI+P7/B65GP69Atx8OBuqFQqpKSkdnmtajSumqRJAACFQgG1WhCkVnMvN3cCRCIRDh48iClTpgx0c0iEKy8vR2pqKtRq54zr8fHOwQQNDQ3IzHRmkX788UfweDzceutTmDbtIuTmTkZMTEqPx/SdEGlp6e5Z413L7IwZ43z9R9r3gCszlpqaCbu9Da2trbDZbBAK/QsZtmzZgmnTZiIvbxbGjBmLV199FRqNb/WNwUQZIz9JpZQxGmx+//13qNVqJCUN87g/O3sUioqKUFFRgcTErh/Gkydfgrvv/juUyljI5fKwr0UQiURISUmlIfskKMrKypCWluH+t0oVD8Bz9utvvvkG5503BSpVHCZPXspxUOQ0dOhw93QbR48eRWJiIuLjhwCIvO+BM2fOAAASEpwZIwB+Z42MRiN27tyJ886bAx6Ph2uuWYYNGzbg3HPP5ai13KPAyE/UlTb4bNmyBdOnz4JA4JntycwcBbPZjD/++KPbwCgr6xzcdtuzAIDExCSoVOEdGAFAamo6BUYkKJwZo0z3v9VqZ8bIFRjt378f33//PS677LaAtiM7e4R7aZKCggKMHDnW/QO5vb09oOcOtrKyMkRFRUGlSoBcHg0AftcZ7du3D2azGePHzwIAzJp1HZYsuRKPPfY0R63lXlh0pYXizNdqNQVGg4nRaMSuXbvwr3892+W1mJMzCoBzuY/ExJReX6uJiUlgGCbkXs++SklJo8CIBEV5eTkmTJjmfs+45gWrr68HwzB49NFHMXLkKCxYcAP87OnxSnb2cKxd+yqsViuOHj2KCy+8FDExkfk9UF5ejrS0dEilPMTE9C9jdOTIEYjFYmRnj4JIBERFyfF///cZ2tr0WL36UQ5bzR3KGPlJIpEBiLw3BOnezp07YbFYMHHinC7bNJpkd/dYfHzvKfzhw8cgK2tYr/uEg+RkyhiRwLPb7aisrHQPlwcAsViMmJgYlJaW4ueff8aWLVvw0EOr/K5/8VZGxnD3aLSSkhLk5o6FVOocaBFp3wNtbW3uzLZS6QyM/M0YHTt2DMOHj4BIJOKsfYEWFhmjUCQQCCCTyWj260Fi8+bNiI+PR0bG6C7beDweRowYhT17dvUZGD300GuBamJQJSamo7KyEg6Hw+/RbYT0paamBjabDUlJmR73X3rpZXj55Zexbt06TJt2PqZMWRjwtqSnO2fefuedd8AwDHJzJ0IgECAqKiriAiODwQCJRAoA7hojfwOjgoICjBgxhrO2BUNYBEahOCoNcI4uirQ3BOmKYRisW7cO8+ZdAqWy++G/w4c7A6PU1JQ+XquREUSkp6fDarWivr4eSUlJA90cEqFco6MyMzM83lePPPIsfv31BxQWFmLDhj96fF9ySS5PhkKhwNtvv43c3OEYO3YceDzn90Bra2R9DxiNRkilUigUgEymAJ/P9yswYhgGBQUFmD37ki6fiwzDUWMDIDI+pQcIBUaDw/79+3Hy5EksWXJtj/sMG+asM0pISA1WswZUYmI6AFB3Ggko17xBiYkZHverVNF4662v8J//vITx46cFpS08Hg+5ucNhtVpx+eXXuudIkssVEVd8bTQa3RkjPp+P6Ohov2qMqqur0dLSgtzc8MoYUWDUD3I5BUaDwccff4ykpCSce27X+iKXmTMvxWWXXYW4OO6HCYeixMQ0AEBlZeUAt4REsurqaigUCigUXSdEHTduKq699r6gtmfYMGd32p/+dPZHUiR+DxiNRkRFydz/jonxb70013xPOTnhFRiFRVdaKI5KAyhjNBjU1NTgk08+wZVXXgu5vOdJGYcPz8Vrr30WxJYNrOTkeEgkEsoYkYCqr29AfHxCyHz+X3rpZVCpVBg6NNt9XyQGRgaDASkpUvd1j472PzCSyWTIyspE51JEq5WDhgZIWARGoSoS3xDkrIaGBsycORMSiQS33fbAQDcnpPB4PKSl0ZB9ElgNDQ3u4fmhYP78pZg/f6nHfQqFAu3tkfU90LErDQDUav/WSzt27BhGjhwVdgM0KDDqB4VCSYFRBFu/fj1OnTqFvXtPISUlo+8HDDJpaTRknwRWY2MDYmPjB7oZvZJK5RH3PeDsSjsbGEVHx6ClxffA6NSpU8jJyeWyaUERlMDo1VdfxbPPPova2lqMHz8ea9aswXnnnef140N1VJpSqUBdXTXWrFmD6667zj0RFokMLS06KJVKjBqV3ffOg1BGRib2799LQ/ZJwDQ0NGDYsBEh+fnvolIpUFMTWbV2RqMRarXMfd01mhiUlZ32+TglJSU4//xZ3f79HI5+NjKAAv5p9vnnn+PBBx/EypUrcfDgQYwfPx4LFizwWOcmXCkUCuzduxf33nsvfvrpp4FuDuGYXq+HStW16JM43XDDLSgsLMRnnw2e2ioSXM6utNDOGEVirWl3GSNfu9KMRiOqq6sxZEgO180LuIAHRi+88AJuv/123HzzzRg1ahTeeOMNyGQy/O9//wv0qQNOLlfAbrcDALTapgFuDeFaW1srFArlQDcjZE2bdgEWL16C5cuXw2w2D3RzSARqbGxEXFxoB0aRVmvKMM7ia6n0bGDk7ai0t99+G6NHj0Z2drZ7Xbns7PALjALalWaxWHDgwAEsX77cfR+fz8fcuXOxa9euLvubzWaPD1i9Xg8AKCo6BEWHXFxMTAyysrJgMplw/PjxLsc555xzAAAnTpzoMr/EkCFDoNFo0NDQ0KU+QqlUYtiwYbDb7Th8+HCX444dOxYikQglJSXQ6XRoa9O7t7nm22hubkZpaanH46RSKUaOHAkAyM/PB9NpZquRI0dCKpWirKwMWq3WY1tiYiJSU1PR2tqKkydPemwTiUQYO3YsAOdqz9ZOZf7Dhg2DUqlEVVUV6urqPLbFxsYiMzMTRqMRhYWFHtt4PB7y8vIAAIWFhTAajR7bs7KyEBMTg7q6OlRVVXlsU6vVyMnJca8n1Nn48eMhEAhw8uTJLrOGp6enIz4+Hk1NTe7VnV3kcjmGDx8OADh48GCX444aNQpRUVEoLS3t8gZOTk5GcnIy9Ho9Tp065bFNIpFg9GjnbNZHjhyBzWZzbyspOQ2FQo6oKOew9M5Zzri4OGRkZMBgMLg/BFz4fD4mTJgAADh+/DhMJpPH9uzsbERHR6O2thbV1dUe26Kjo5GdnQ2LxeIe7trRhAkTwOfzUVxc3OUDOSMjA3FxcWhsbHS/Jl0UCgVyc3PhcDhw6NChLscdM2YMxGIxTp8+3WXOkpSUFCQlJaGlpQWnT59NqS9evATr13+LQ4cOY/Lk83Do0CE4OuXIR4wYAZlMhvLycjQ2NnpsS0hIQFpaGtra2lBcXOyxTSgUYty4cQCcRZydg6+hQ4dCpVKhpqYGNTU1HttC5TOio9TUVCQmJtJnhJefEceOHYNOp4PF0o7jx53v+VD7jAAAqVSMtra2iPmMGDp0GIxGI5qbG9zX3WQyorm5GTqdHmq1qtvPiOTkFLz00ktob29HWVkZXnnlFQCAzdaO06ePY9Qo51xvrs+IkA4mmQCqqqpiADA7d+70uP/hhx9mzjvvvC77r1y5kgHQ5+3aa69lHA6GKS4+2e12h4NhHA6GmTJlSpdtH3zwIeNwMMyaNa902TZ//nzG4WCYlhZdt8etq6tnHA6GWbhwYZdtM2ZcwDgcDPP551902ZaXl+duk1gs7rL96NECxuFgmFtuubXLtkcffYxxOBhmy5atXbalpqa6j5uamtpl+5YtWxmHg2EeffSxLttuueVWxuFgmKNHC7psE4vF7uPm5eV12f75518wDgfDPPfc8122LVy4kHE4GKaurr7ba9jSomMcDoaZP39+l21PPPEk43AwzAcffNhl25QpU9xt6u64xcUnGYeDYa699tou21asWMk4HAzz448/ddmWk5PjPm5cXFyX7ZMmTWIcDoa5//4Humy7++6/Mg4Hw+zff6DLNqVS6T7uqFGjumz/9tv1jMPBME899Z8u2y6//HLG4WCY8vKKbp+r0WhiHA6GmTlzZpdtb731NuNwMMxbb73dZdvMmTMZh4NhjEZTt8ctL69gHA6Gufzyy7tse+qp/zAOB8N8++36bh/7xRdfMg4HwyiVyi7b9u8/wDgcDHP33X/tsu3++x9gHA6G+eOPnV22xcXFua9hTk5Ol+0//vgT43AwzIoVXT83QvEz4rnnnqfPCHj/GdHd63vNmldC7jPir39dxkRHR0fMZ4TBYOz2mACY7dt39PIZ8RQjk8mYG264ocu2UaNGuZ9r588InU4XyDDELzyGCdzE3NXV1UhNTcXOnTsxdepU9/2PPPIItm/fjj179njs313GKD09Hdu3bw/JjJHLLbfcgtzc4fjss8/p16CfGaMnn3wcra2t2Lx5a8j8Gvzb3+5BYmICvv3224j5Nch1xohhGMyYMQNPPvlvPPjgQ5QxoowRAG4+I777bgOWLFmM9957z/0cQjFjtH37djzyyCM4deo0GhoaPLaF42dEfHw84uI0ePrpZzB37oUAgKqqKixatAjfffcDLrnkkm4/I8RiMcaPH4uPPvoIzz//PPLz85GTk4MvvvgCUVFR3WaMZs6cCZ1OF3K1nAENjCwWC2QyGdatW4clS5a477/xxhvR0tKC9evX9/p4vV4PtVodkheuo0WLFgEOBzZ88YVX+x/Iz0dVbS0WXnSRe1r5wW7J1Vejrq4Ou7ZsGeimuE2fOxfDhw/H/9auHeimhLRRo0Zh3pw5ePmZZwa6KSSC/LplC+YtXIiSkhJkZ4fuyNAPP/wQN9xwA0xNTZBIJAPdnH6rqq5G2rBh+OH773HJn/4EALBarYiKisIba9bg9ptu6vZxe/btw5RZs5Cfn48vPv8cq1avxuLFi/Htt992u38of78HtPhaLBZj4sSJ2Lx5s/s+h8OBzZs3e2SQwl1MTAyavKzYZxgGN999NxZffjn+fO21XX4lDFZGoxFmi2Wgm+FBr9dDqaTi675kZmairNMvT0I6Ki0rw+hJk7pkDLtTX1+PGfPnI//IEQBAfHxoF18r5HIACO2aGR+4sn9S2dklQUQiEdLS0nCml/e5a1tWVhamn38+ACAnhAPa3gR8VNqDDz6It99+G++//z4KCwtx9913o729HTfffHOgTx00Gh8Co/35+Th69CgefPBBbPzxR6x46qkAty48GAwGWEItMGptDblfMqEoMzMTZTTRI+nFD5s24fjx4169Tjb+8gt+/+MPvPv++5BIJB5lFKHI1b62CFlI1h0YdRiVBji7mM+UlfX4uNKyMsTExECtVmPatGkQCAQYPmJEQNsaKAGf4PGqq65CQ0MDVqxYgdraWkyYMAE//fQTEhMTA33qoNHExqKpqQnw4hfD/95/H6mpqXjmmWeQmJiIxx57DEvmzcM0tuZhsDIajc4akhD61aXX66FSqwe6GSEvIyMDX375ZUj97Uho2fHbbwAAg07X5+tk6/btAIATxcVIS0sL+XIDORsYtTc0ABrNALem/4xNzqlnZB0yRoAzMDpVXNzl73e4qAhHiopwprQUQ4YMAeDsRdm1axfGjAmvxWNdgjJd7T333IOysjKYzWbs2bMHkydPDsZpg0aj0aCpqalLwWRHb37yCZLHj8fba9fipptugkAgwEMPPYTx48fj/156KXiNDVEGozGkMkYMw9AEj17KzMxEU1NTxPxiJtxiGAbbf/8dgPN93te+W7Zvd38px8WFzjppPYm4jBFb3tFtxqibrrQnnn8etyxbhn35+cjKynLfP2nSpC7HCBc0jz8HNBoNrFYrDAZDt9vf/OQT3PXAA5gzZw5Wr16NBx98EAAgEAhw33334aeff0bJIK/RcGeMQoTRaITD4aAaIy9kZDjXkSvvNHKGEAAoLi11j+g09lFTeaqsDJWVlbj//vsBhH59ERB5gZGhl6606upqj89po9GITb/+CpvNhoP5+e6MUbijwIgDGjZ92tRp+KLD4cDd//wn7nrgAfztb3/DRx99hL///e/u/QFnV2N0dDTe+OgjAMBPO3Zgd35+0NoeKkKtxkjPpospY9S3zMxMAEBZp2HZhADAjr173f/fV8Zo665d7my6a+h4qHMHRn08t3DRW8YI8PwBtHnXLhgMBneXWceMUTgLyiKykc4dGDU0ID021n3/H/n5eOOdd/DKK69g2bJl3T5WKpXitttuw2uvvYbpeXm46o47kJ2VheObNoV83zqXjEajc3mVEBmlp2dHz1Bg1LeUlBQIBALnyLQQ+fuR0PDJjz/i0ccfx/nnn4/ff/8dhra2Xl8jBw4fxpgxY6DRaLBy5UoMGzYsiK31jzswam2NiNe/kZ1frqfAqPTMGQxLTgYAfPvjj8jNzcXjjz+Oyy+/PGICI8oYcSAmJgYA0KTXe9z/+4EDUCqVuOuuu3p9/IoVK5Ceno6lN90EmUyGohMn8Ec3k8dFMsoYhS+hUIiUlBSUd5pkkQxuDc3NuP6vf8WcOXPwzTffICoqqs+utIqqKncG8u9//zsWL14cjKb2iyuAaI+AoAgAjGxXWVRUlMf96enpkMvlyO8w2edPmzdj4cKFWLRoEV566SXMmTMnqG0NFAqMOODOGHWa6faPffswZcoUCASCXh+vUCiwbt06jBs3Dhs2bEBOTg7eHkQrllutVtjtdthsti6zJg+UVrZejAIj72g0GrR0ev2T8NVuNPY6mMQb323fDoZh8OqrryIuLg4ymQwGLwIjV81auODxeF49t3BhMJkQFRUFPt8zPBAKhbjggguw5Y8/ADi/76qqqnDuuedCJBLhvvvuC9ti686oK40DarUaPB4PTVqteyijw+HAzj17cN9993l1jNGjR7uXGLjtttvwxBNP4NUHH4Si05DJSGToULRoaWlBlFg8gK1x0rPzUlHxtXdUKpVziRcash/2dO3tGLFoEe649lo8ccstfh9n/aZNmDZtmntqFqlU6uxK6+U1Ul5RgfT0dL/POVBkMlmfz60/GIbBjqNHccHYsQEvsTC2tfUY4MyZMwcrVqyApbkZhewSPq6lPiIJZYw4IBAIEB0djeYOXWlFFRVobm7G9OnTfT7e5ZdfDpPJhC2DpDvN2GGUg7nTWk4DRU8ZI58olUq0RsionMHu5XXrUFtbi+ffeAONncoDvNVuNOLnLVs8usJkMpnHe70zvcHgXh8z3AQ6Y/TT/v2YdfXVQflOMJrNvQZGRqMRu4uKUFhWBj6fj9zc3IC3KdgoMOKIRqPxqDHaeewY+Hy+X3M2DR06FMOGDcNGdu6PSGfo8GFp6bRA40DRt7dDLBZHxNpHwaBUKqHvsCgwCU/Nra144c03ccMNNwAAnv/0U7+Os2HXLphMJo/ASCqV9joqrYJdgDUcAyO5XN7niLv+eGvdOgDA7m4W3eWa0WzuMrmjy4QJExATE4Mt+/fjOLuGXedapEhAXWkc0Wg0zuH67K+G3YcOYdy4cX53xVxyySX4+uuvwdxzT8iNTqvUavHB5s1YfsUVnLTN2LErrb0dCIFgpLWtjbJFPlCpVCg5eTIiRuUMZtsOHoROp8O///1vpKam4uWXX8bfFi1CCjvAxBsWmw0rXnoJ8+fP98gmyGQy53ITPbxGKtji/XAMjGQyGdrb2wPy+q9pbsZ3P/4IoVCIfUeOBPw9ZjSZeswY8fl8XHjhhfju11+REBcXkd1oAGWMOKPRaKDtsF7a/qNHMWnSJL+Pd8kll6CiogIHSku5aJ7fVn70ETYdOuRx313PP49/Pv00Dp05w8k5DKHYldbeTvVFPlAqlWil+qKw18Rm/VJTU/HII49AKpVi5Xvv+XSM1374AadLS/H888973N9Xd1NFfT14PB5SUlJ8bvdAC1RX2q7iYlz75JMQi8W44447sOfgwX4XxffF0EtgBADXXnstDh46hB07d2LkyJEBbctAocCII4mJiahl574xWiwoOHYMEydO9Pt4F1xwAZKTkzH5qqsw8dZbsXTFCvzrww9xhk03B8v/vvwSL37yCWw2G5745BM8/M47+GHTJvD5fPy4bx8n5zB2GKYfSl1plDHyHgVGkaFJr4darXbXTa5YsQL/++QT/OxDbcsH69fjyiuv7LJOVl9daeV1dUhOToZIJPK7/QNFJpNx3pXGMAwuuftu1NTX48MPP8S8efNQW1uLKnYtMxebzYYmDt97vdUYAcCf/vQnJCQkwGAwRGzGiLrSOJKRkYEtW7YAbW04XFYGu92Oc8891+/jRUVFoaCgAF999RX27t2L8vJyvPDWW6itr8fbd97JYct7ZzKZsO333/Hljh14/PnnIRQKcckll0AkEuHHHTvwj0su6fc5DB1qs8wBHNnhC31rKwVGPlCpVNDr9SHxtyP+a25p8ZiZ/+6778amTZtw6Z13Yv1LL+HiPhYFtdlsOFZYiJu6Gc0mk8nQ0tDQ42ukoro67Ibqu8hkMhg4HpVZp9ejpaUF7733HhYvXowqdmb5fcePIy0vD4cqK7Higw+waetWOBwOnPziCwzpMMGwv4xGI2S9BEYikQjXX389nn/++YgNjChjxJH09HRUV1fDZrNh/6lTEIvF/V5ZWKPR4Pbbb8fbb7+NTZs24aqrrsKBY8c4arF3XGuYPfDcczjnnHPQ2tqK9evX45JLLsHOPXvQ3MP6cD6dIwQzRq2UMfKJUqlEW1tbyMxDRfzTpNO5J6wFnF+C3377Lc455xy8+u23fT7+REMDLBYLxo8f32Vbn11ptbVhWV8EBCZjdIrtHcjJyQHg7N5MSUnBrsJC1Or1mHLLLThRWoqnnnoKAPDjkSOcnLevjBEA/O1vf8ONN96IsWPHcnLOUEOBEUcyMjLgcDhQ3dqK/SdOYNy4cZyPaJo4cSIKjh8Pah2Oif0gq6urwy233IKoqCgIhUJcfPHFcDgc+JKD7jRDh8DIHCKBEdUY+cZ1rdpDpEaM+KdZr/cIjABncDRnzhwcOn68z8cfZhfDHjduXJdtfY5Kq64O28BILpejnePAqKSuDgCQnZ3tvu+SSy7BJ99/j/d27AAA7N69G3//+98xdepUbNqzh5PzGs1mSPuYPy8zMxPvvfdexI7apa40jrje0BW1tdh/9ChmXHAB5+eYOHEirFYrCs6cwUR2rZpAstrtsNvtiImJQXt7O66++mr3tvT0dFx99dW496mnMDw2FjP7saqyx6g0gyEkumMatFqM6ubDnXTPFRjpm5oooAxjTTodNAkJXe7Py8vDqlWr0FBXh3i5vMfHHzl1Cunp6V2CK6DDqLRu3t92ux3lFRXu5UDCjUwmg4Hjz66SykokJyd7DJ2/55578M477+CJNWuwZMkS93W+6KKLsGrVKljuugtiYf++1g0GQ8TMYO0vyhhxxBUYFdbWorCoqF/1RT0ZP348BAIBDrC/ygLNxGZvnnzySfz6668etQcAsHbtWpx//vlYtHw5tp85g/u//BIfHjzo83k8RqWFSMaotr4eSUlJA92MsOHqdmztZQI/EvqaO3WlueTl5QEA8jusrN6dw6dOdduNBvTe3XRap4PZbA7bmpVAdKWVVFW5u9Fcxo8fjxkzZsBkMuGmm25y379gwQK0tbVhV2Vlv8/rTVdapKPAiCMqlQpqtRrf7d4Nh8PRrxFpPZFKpRg1ahQOnDrF+bG7Y2SDlIyMDMyYMaPLdolEgm+++Qa5ubmYtWwZXv3oI9zwr3/hzd27fTtPiNUYWe12NDY2UmDkA1eWqDWEFgImvmvqVHztkp2dDaVSifyysl4ff7iwsMfAqLeutONstxEFRmeVVFZi6NChXe5fuXIlFixYgLlz57rvy8vLQ3x8PDZyMDO20WTqcYLHwYK60jiUnp6OTVu3QiKRYPTo0QE5x8SJE7Fn/34wf/5zwCd+NLGF1b3NbKpUKrFx40a88MILuOOOO/B///d/eOC553Db++/3uXiui8FodA73bm2F2WQa8EkCG9rbwTAMBUY+cHeltbUN+N8vlNUaDHhx+3asWrCgyyKdoaC5paXbjBGfz8eECROQf/IkcP75HtvW7NmDj379FaUVFWhoaOi2vgjofYLH4xUVUKvVSA5CiUAguLvSOHztnyotxaUdZg53ufDCC3HhhRd63Mfn87Fw4UKs37oVTy9Y0K/z9jbB42AReu/MMJaRkQGz2YwJEyYEbC6ORYsW4XBBAa5cuxaGAGdXXBmjvt4k8fHxWLVqFbKysvCXv/wFRqMRZ3zoazdaLIiOjgYAWOx2v9vLlVq25okCI++5u9IoKOrV1tJSPPPOO2gKwS5Hu92Olh4yRoBzOYj8oiKP+4pbWnDfs88iPjkZ9913H1544QUsXLiw28dLpVIYDIZuJyg8Xl6OUaNGhdws/96Sy+U9Pjd/6MxmaLXaLl1pvVm6dClOnDyJwuZmFGi1fo8QNRiNgz4woowRh1x1RoGoL3JZunQpvvnmG1x77bW4VSDAJzfcELAPExMbpPiyFs6IESMAAIWNjchRq716jMFsRnR0NCoqKkJi5utaNqijwMh77q60AH3hOxyOkMyw+KqNvT7WTl+gi954A9NHj8aj3XRZB4uOfe91lzECnN01r7zyCtpMJijYz4SXtmxBfHw81q1b1+fnhEwmA8MwMNvtiOpUIHz89GnkBfBzM9BkMhkcDke3z81bx5uacO8HH0CtUCCJ/Rv4EhjNnTsXcrkc17z8Mg4dPYptL7+MmWlpPrWBYRi00hxuFBhxyTU5WSADIwBYsmQJ1q5di6uuugopMTF48oILIO/nSITuGNkAwZdfD2lpaZDL5SiqrMSliYnencdkglwuh1AohMVsHvBRabXszLIJ3YzOId2TSCQQCoXOrjSO/37/2bsXr379NQ4+/jgSw3zByna2e9rS1gawv+jtDINff/8dCWp1QF77VUYjXtm3D0+df36vwaVr9uSeMkZ5eXlgGAaHKyowPTkZWosF7339NZYvX+7VjydX3YpRr0eUWOy+3+FwoLC4GNeyC9eGI9dzM3R6bt460NSEOStXIiUlBYxIhC0bN0Iul2P48OFeHyMqKgoXX3wx1rELzpbX1wNsJt5bOosFdrsdsRxMFBnOwv8nWAhxZYwCUXjd2ZVXXolnnnkGr3z6KdIeegiXvPcejneYQZoLrlFpvmSMeDweRowYgcI+Rq90ZGCL/cRisXtUWr3ZjD3sEivBVqvXIy4uLiyXJhgoPB4PKpWK8660L0tL8c9XX0VdfT1WbtnC6bEHgjtj1KGb42Rrq3Mi1QBlS78/fRqr330XpX1MxtrMtq2njNGoUaMgEomQzxZKP797N/h8Pu6++26v2uH6gWXo1F1eZjTCaDQGrC4zGNyBkZ+lAK/98Qfi4+Oxd+9ebN68GU1NTWhsbITay6y7y5NPPok33ngDarUatey6d77QsoMnegqOBwsKjDh06aWX4plnngnaG/zhhx/GiRMncN9996Hg1Ck8tn49p8c3+hEYAc7utKI+Rq94nMdigVQqhUQicY9Ke3X/fly4YgXMA1BzVNvSQt1oflAqlZwGRgeam3Hj00/j6quvxjPPPIO3v/yS8+A/2NrY62PpEBgdZn8ABCowqmAXty7ssMh1d5rYtvX0peiazT+/rAz1JhNe/vRT3HvvvYiLi/OqHe7goVNtZBHbrnBekLSn5+YNhmGwaedOLF682N0lzePxfP7cBZzX8M4770RiYiLqdDqfH69lXwODPWNEXWkciomJwcMPPxzUcw4ZMgSPP/440tLScMcdd6D00kuRxVHhnIn9BelrId7IkSOxceNGMEajV/VPBqMR0Wq1M2NksQAmE+p1OrS3t+OP6mrMiY/3q/3+qm1qQpKX3YDkLKVSiVaORuZorVYsfuYZjBkzBu+++y4EAgEeeeQRbC8txSgfuhe48FR+Phrb2vCin/U/DMNgTWEhbsrNRRs7pNtqMgFsl4trtmgT+9rnWgW7tERhTQ0u7eW91MwOOugpYwQ4u9Py9+3D0zIZhEIh/v73v3vdDndXmskEdMjGNrCZjcQwfs+5AyOj0eO5eeNYayuqqqtx0UUXcdaepKQkZ0mAj68nLdudOtgDI8oYRYhrrrkGarUar+fnc3ZMf7rSAGfGqLm5GQ1e/gLuLmOkZTMDm4I0Z1NHtU1NSArTYcMDSaVSQc/B2nkA8Ni2bWg3GPDtt99CKpVCLBY7jz8Ao94+3bYNP+3d6/fj6ywW3Pfyy/i5pgbtbPs7dqUdOnMGAJw/CgKgskNg1JsmoxFCoRAKhaLHffLy8lBQVITX1q3DAw884FOXi7srrVNWRWcyISoqKqyXl5Czs4G3+5Ex+unMGUil0m7nivNXUlISavvIEHZHywbuFBiRiCCTyXDjjTfiw59+4mwhz/50pQHwutvDYDS6a4xcw/Wb2F+RP3GwFpuvamlyR78olUq0cjDJ3e7mZryzbh2eeuoppKSkuO8fiMBIb7Ph+IkTqKiq8nsotpl9P+rM5rNdaR2OdZgdAs9lV5rD4cC/Dx5Ek9WKitpaAEBhH93bzQYDYmJies3y5uXlwWq1QiqV4oEHHvCpTT11N7UYje7pOsJVf7rSNh0+jNmzZ/vVddaTxMRE1PpRo6k1GhEVFUUTPA50Awh3Fi9ejJdffhmHGhtxDgcvbJPRCJFI5PVEjS65ublITU3FKzt2YNb8+X3u75pQTCKRwMyOStO2tCA+Ph5Hjh1DZXMz0oJYCE3LgfhHqVRCV1fX75FV/9iwAePHj8edd97pcb9KpYK+vT2ooxb3tbSAYRi0t7ejWa+Hxsf3AgDnpKUAdG1taGMzala2y6XRZkN1TQ1UKpUzY8TRcyszm7HizTeR8sADqKiqQmJiIgpPnQLT2tpj4NOk1/eZARo/fjyioqLwyCOP+FwY7MoYGTutKaZra/P5WKHGHRj5sV5aYUkJbrn1Vk7bk5SUhLrGRp/botXrB322CKCMUUSZPn26cyZqHwqfe2O02fya6EskEmH16tX4atMmbPcia9RxVJqrK61Jp8MVV1yB6Oho3P7jj7BzNHFaX9rtdrS2tlJg5AelUukMXPphV2srtu7ciRUrVnQJyNVqNfQcL7vQl91stgUAyv2co8mVHdKbze4aI1dmtII95vDhwzntStOxx99cXAyTyYR58+ZBp9OhtpfBDK6MUW8UCgWKiorwyCOP+NymHjNGBgOiIyUw8jFjZGcY1NbVITU1ldP2JCUlobGx0aPL1htNBgMFRqDAKKKIxWLMmzcPGzmqMzLZbH6nd6+55hpMnjwZ//jhhz73dWeMOgzX1zY1YejQofjiiy/wy++/Y8XRo361w1cVbHdGuC5NMJBUKhVa+xkY/WfHDowcORJLlizp9vg6jmqYvLWnpARjxowBAJT7eW53V5rRiHZX8TUbLJnZ/6rVak4Doxb2dbzx998BAPPmzQMAFPXw9zE6HPj96FGkeTEhYGZmpl+TbbqLrzsFZy0GA9Rh3pXWU/1UX+rtdtjtdo8uYy64ftjV+9gebWsrBUagwCji/OlPf8Ke/HxoOVguxMjWEviDz+fj0Ucfxc79+5Hfx5elwWBwZozY4msz23Wh0Wgwb948rFixAs9+8glOBKG+5LeGBvD5/KDMRRVplEplvwIjhmGwedcu3Hzzzd1+8XJZ3O0NO8Ng99GjWLx4MUQiEcr97OaydAiMXF1proyRa5tKpXKPAuWCaxZrHTtke9asWRCJRDjeTUGuw+HAw/v3o6KqCk8++SRnbehMJBKBz+fD0KmWStfeHvY1Rnw+H1FRUV2eW1+q2b8514GRa4RfnY/BNgVGTlRjFGGmTp0Kh8OBY83NuKCfw/ZNZnO/CgIXLlyI9PR0vHrgAN4555xu92EYBkZ2bR4JO1zfVXjteoM+/PDDWLt2Le776SdsnDMnoEtDbDlxAueee27Y1zwMhPj4eNQ3NMDe2gqBH8vUNDocMBqNPS6DoFarcTIAM2v35LWaGjQ0NGDx4sX49NNPUaHVAl7O2dORmc0S6drb0cYGjla2ls61jesaI12HAFUoFCI1NRUjR47E4cpKj+ewx2zGXz76CGfKy/Hf//43oHMJ8Xg852KrJpPH82xpbUVWBLzf5HK5MyPow9+wmv2sC1TGqNbHeb+0Oh2yR43itC3hiDJGEcb1S6GBg7R8fzJGgPMD+c4778Ta775Dwiuv4OYDB1DaKY1eYLPBbrcjOjranTFqYvdxFYJKpVKsWbMGP//+O67evRsmjkbddcYwDLYeOIDZs2cH5PiRbuTIkTCbzTjt56ScZeyv7czMzG63q1Qq6IIQFBkZBt+1tmL5hx/ir3/9KyZNmoSMjAyU+zH8GehQY2QwuAMjV6bItc0dGHGkxWJx/4BITU2FQCBwzkF0+rR7H4ZhcN+PP0IVHY0//vgDf/vb3zg7f09kMpl7tKuLrq0t7DNGgPO5+ZwxMhggEAg4X37IdbxaX+cxammhjBEoMIo40dHREAqFqOeg28lktSKqn3OL3HvvvVi9ejVuv/12bNy9G9lPPomJX32FarsdVobBjevXY9SoUViyZIlzVJrV6u4G7PgGvfTSS/HVV19hw/btuO/IEVTa7VheXIxWjoqyfzOZ8H1bG+rq6zFnzhxOjjnYuGZ8P+Znd1c5+5p1rTnYmUqlcq7FFmBLNm/Goueew9ChQ7Fq1Sp3m8rZ+YB85a4xam9HuytjxN7nmtldqVQ6R2Sy1ul0eL8fS+LozGbEx8cjPT3dvVRRXl4ejhYVueubfjUYsCc/H08//TSmTZvm97l8IZVKuwQPLXp9RGRo/QqM2tuRlJTk88jfvohEIsTFxaHWx/eitqlp0C8HAlBXWsTh8/mIi4tDQ1sb0M8PG6PZDGk/h/0rlUr3bODLly/HDz/8gNtvvx1vnD6NmKgoHDl+HHv27EFUVBTEYjFarFY0sd0Lnd+gS5cuxYsvvoi7774b3+3ahZraWshuuAH/6ueIjo9bW3H9q6+CYRiIRCJMnz69X8cbrJKTkxEdHY1jjY1Y4sdCmmV6PaRSaY9LTKjVauj1+oDMDt1RfmEhHn30Uaxatco9tD0jIwNbNm/269yuTFBtY6N7jjGL1QqYTM7/gs0Ymc3u43986BBaDAbc6Gf2soWt21kwf767sHnChAkwm804YTRiDJ+P/+zYgXPPPRcLFizw6xz+SEtNxYdbt+Ky5GScIxCAYRjodLrIyRh1+Bt6o7qlBSkBGuiRmJiIOh/eLxYAbW1tlDECBUYRKSEhAfX9HB0EsBkjDicdUygUuOqqq7Blyxb87/vvwTAMbrjhBnehsytj1MR+kXQ3dPjOO+/Exh9+wOEjR3DllVfi+fXr8be770a0HzUtAHDc4cCNr7+OG2+8ERMnToTNZnPPYkt8w+PxMHr0aByrqwP8qJko1+mQkZHR4zw7KpUKJpMJFgC+h13eaWUYNDQ2YuzYsR7tSE9PR3VNDWzw/UPT1W1W02Hof3cZI4vFAoZhwOPxYLBYYOxHMbbOZIJapcLL//2v+74JEyYAAPLb2iBUKLBt9258+umnXi3bw5VPP/sMS5cuxYL//Q81t98OKwCLxRIZGSOpFAYfu0OrmpuRwvFQfZekxESfaoy0bCaRAiMKjCJSfHy8e/2h/jBaLJAF4APr1ltvxVtvvQUej4dHH33Ufb9rHiOt2Qy1Wg2hsOvLk8fj4Ztvv4XVakVLSwuys7PxVl0dHvFz3qGTJhPsdjtWr14d1ms1hYoxY8Zg12+/AXl5Pj+2vLkZGWy3T3dUKhUAQM8wiAvQl3kJG7B0LgAfMmQIHA4HTjkcGOFj8b+rK83WobbGXWPE/te1DIeZx0MUnO89Uz9qjnRGY5dgQ61WIysrC4caGnBEq4VGo8HSpUv9Poc/0tPT8dprr2Hy5MnYY7Uih32PR0rGqN3HYLZaq8W0AC06npScjIriYq/3p8DoLAqMIlBCQgJqTp/udnSEAYC3nWMmiwUaDjNGLpMmTcLEiRORO2wYhndYEFQikThHpbW39/rmFAgEEAgESEpKQnZ2Nqr1eqCX9Z16Y2S7MihLxI3Ro0dj7dq1sLW1+fzhUlZfj7zzzutxu+uLXm8wIC5AE36WsMFL58Bo+vTpkMlk+Ka6Gst9/BK3dPNlaWVHoJktFkgkEvc6Yeb2dkQxDAwmk3OxVT9rqlra2xHTTSYiLy8PX+/ejdb2dtxwww0Dsj7ZxIkTERsbi5+qqnAtu6htJGSM5AoFDFqtb6PS6uo4H5HmkpiYiH27d3vdHi37XwqMqPg6IsXHx6O+paXL/XsAxL3zDhq9/LXtWtyVazweD9u3b8fa997zuF8sFsNitUJrMEDTxwy8LkKBALZ+jFIzsF0ZgXieg9Ho0aNhsVhQ4kdGp7y6usfCa+Bsxkjnd+v6drq9HUqlskudk1wux8KFC/H5gQM+H9PczeuzY8ZILBa7u6xdIZTRbO5fV1p7e7fBxmOPPYaMIUMAAHfddZffx+8PgUCA+fPn46djx6BjA9zBmDGyAGhobOR81msX97IgXqpjfyT2VOM3mFBgFIESEhLQoNV2uf+k2Qyj0YgTXv7a7u88Rr2Ry+Vdfq26M0YGg9cjI4RCYb8CI6PdDrFYzPmokMHKlQE86eMEowY4vyR6GqoPeHalBUqJToec7Oxu626uvPJKHD5+HCd8DPos3bw+O9YYeWSM2O0GoxGmfhSZ97T+2KRJk7B9+3Y0NjZ6ZGuDbcGCBdh/5AiK2e7CSMgYxcXFdfuDtCc17OsoUBmjpKQk6HQ6GL38fNyn1SItLY1GpYG60iJSfHw8GrVa2I1Gj4n2XEXNpw0GTPeiTsJoNgc1k+LOGLW2IrmHSf46E4lEsNpsfo9UMgQoKzZYub7gWi0WwIcAooKtNektY+TuSjObgUB1pdXXI7uH197FF18MuVyO9U1NeMSH14y50xBupVJ5dlSazQaxWHw2MLJYALsdRldXmp+v6xa9PqSzMPPZxaW/ZmtgQrmt3kpNTUVVbW2ff7O3bTbsbWjAz4cOQSgUIjc3NyDtcU3yWGe1YogX75ffT53C+eefH9Ri/FAVsIzRU089hWnTpkEmk0XEiz6cJCQkgGEYNHXKgmjZNO9pL+e2CGTGqDvujFFbm28ZIz8nFAScGSNZP6ckIGe5rmW7j3+T9exggSFsN0933Bmjfvy9+1JSXd3jzNtSqRRZQ4ag0se6H3On9sbExHiVMTL2Y8FcXYjPDZScnIyhQ4fi1337wOfz3cXn4Sw1NRV6vR5tvQQW9QIB7li7Fn+UlGDeggXYu3cvsrKyAtIe12CS2j72AwADj4cDBQU4//zzA9KWcBOwwMhiseCKK67A3XffHahTkB64Zj2t7/QG1bIftKXdpHtLBQKsbG0F0+GXhWkgMkYWC2rq672eCbbfXWk2G2WMOMTn8yGVSn0KjN6x2fDoRx/h/vvv7zUwioqKglAohI6DdQC7YwVQXlnZY2AEALFxcdD6OGmexeGAUqkE4Lw+KqXy7FppbFeuKzBy5RqMRiPsdjt8my4Q7mOY2ZGdoWz69Oloa2uDSqUK6DI/weKqFarqpVt+K/va/fXXX/HOO+8gz4/Rm95yZ4y8+Hzcx+fDarVSYMQKWFfaE088AQB4r1OBLQm8eHakR0Onyca07NxGpxsagE5ZvB/4fDz52We49qabkMtmlowmU9AzRnp23g3XiuZ9cWeM/By9Q11p3JPL5c4iVC9nAf6mogJz5szBCy+80Ot+PB7POcmj2QxwuHyGy0mJBHa7vffAKDYW2tpan15vZosF8fHxaG1thVwuh1gsdnb/trXBbLVC0rErzWyG1Wx2D+03GY0Q+Zgh04XJEPjp06fj/fffD/l2essdGJlMGN5Dd9oWvR4jRowIWF1RR7GxsRAIBKg1GoE+gqPfHQ6oVCqvP3cjXfiH6aQLd8ao05uhif2le7q6ustjmtgvsS0dfo2bTKagZ4xcxo8f79VjRGIxrP3pSrPZIKPAiFNyuRztPmR1mtvbe53YsSOVSgW9j8sueOuj1lao1WpMnTq1x31iY2PR6OMcYRaHAyqlEhKJBAqFwpkZZV+zZjZj1HFUmrFD9sToRyZFx2YswiFjBABqtos03LkDo14+jzYfO4YLL7wwKO1xrcFW68VIuZ9OncL0adNoEAorpIqvzWazx3pBeh9XBiZOKpUKIpEIDZ2+nLStrYiKikJ1TQ1MfD6iOgROTex131JdjbsSE2FnGFg5nvm6L65fzUql0ut+9/7WGFHGiHvuwMjLZUGa29q6neW8OyqlEjqLxetje8sC4N0dO3DDDTf0OqdVbGwstDrfJgxwBT8qlQoKhcI5YMA1XN9m86wxYhgYOgZGfhTC6tjHhHomZsSIEYiOjg75dnrLVU9b1cPAgzKxGCVnzgR1LcbEhARnxkgk6rKtUSTCIYEAagC/HziAr776KmjtCnU+BUaPPfYYnn766V73KSwsxIgRI/xqzKpVq9xdcMR/PB7PuSyIyeSRQtXqdMjLy8OuXbtQxjAe6d5mtv5o6+HDcFxwAUzsL4eByBiNGzvW65oDoVAIk8Ph9+gdo9VKxdcck8tkaLdYAC//hk0tLV4X26vVauhNJqCbWdH7Y71cjvqGBtx555297hcbGwttc7NPrzeL1QqJRAK1Wg25TAaxROIelWbuPCrNZoOxQ6Bv9GPEZQt7bUI9Y8Tn8zF/3rx+r8cYStJSU1HV1tZtIPILjwc+n49Zs2YFrT1JSUmoa2vr9ofEXbW1+GrrVgxJT0dOTg4WL14ctHaFOp8+XR566CHcdNNNve6TnZ3td2OWL1+OBx980P1vvV7vXhma+CY+Lg4NJpPHG0Lb3IxFS5Zg165dOM3no+MsJk0GA2JiYtCo1aJAJkMK210xEBmj8eyaTt7gJGPkZbaCeEculzsDIy9eOwzDoLmlxfuMkVoNvU4HKBQw8fn4gw3cL+zn2oBf1dTg3HPPxeg+lmeIi4tDa2srLHw+xF4W/btGnqlVKkilUmfGiA12LHY7JFFRHqPSOmaM/An3XZMmhnpgBADvf/BBRA0PT01NRVVrK3alp2OIzYbkDj0g6ysqMH3atKDOE5SUnIwThw8Dnc55UC7HV998g9mzZ2Pr1q145ZVXqButA58Co/j4eHdhbyB0TCmT/omNi3OuUs8GRlYeD62trRg7dixEIhFOd+pma2pvx/z58/HNN99gm92OPw9gxsjb+iKAnceoPzVGVitiI+gXayiQKxRo97IbvF0ohNVq9frLIjo6GruPHcORjAws/u03nCkvh0AgwL6rr0aen8ERwzDYdvQobr7llj73dS2X0CQUIsnLAnCzzQaxQgG1Wg2xWOysMWKLt82dutJMDOPRfeZPV1oLG7CpwqB2J5g/vIIhNS0Nu377DXP37cMdc+fiRfZztE0gwC979+Kpp54KansSExPxfXk5JlqtuHf8eIzg8XD7/v2o02oxfPhw/Pzzzzh+/DgVXXcSsBqj8vJyNDU1oby8HHa7HYcOHQIADB06NCLmrAh1Go0G2vJygH1jNrEfQAkJCUhLS0OFwQB0mCelqbUVk1NSMPGcc7Crrg4Xs/3+A5Ix8iEw6u+otGBPYjkYyOVyaBsavPqbNLNBqbcZo/vvvx9zv/8e4z/+GDk5Odi7dy9uvfVW3HH4MHYnJ0Pgx8SPhUol6urrMXv27D73dQVGWpsNSV6+5ixWK6IkEixcuBACgQCbNm1CG/uatVitkLHBEuAcwWboGBixa6r5ooXPh1KppAzAAEhNTUXhyZMAgKO1tQCbtfs5JgZmszno3VVJSUlo1GrR2taGO4qLEa1WIzUtDUuWLsV1110HoVCIcePGBbVN4SBgo9JWrFiBvLw8rFy5Em1tbcjLy0NeXh72798fqFOSDmJjY9HU4QNVy/Z5x8bGIjUlBVWdfl036XTQaDSYOm0adp06BRObzg9m0DBt2jSsXr0aEydO9Pox/Z3HyECBEefcXWleaGJfl95mjCZOnIitW7fi6quvxpYtWzBp0iS89dZb2H/0KNb7WcS7lc+HSCRyj5LqjSswavRhtJir+Pquu+7C7bff7swYsRlbV8aIx+NBLBbDzDDoOK2jP11p35eVYdzYsX48kvRXx3XPCs6ccf//usZGjB49GkOHDg1qe6ZMmYKpU6fi6NGjOHfiRIglEmzcuBFvvvkmZsyYEdS2hJOABUbvvfceGIbpcgtm4dlgptFooO3QnaFlfz3GxsYiNS0NVR22MQyDpuZmaDQaTJs2DWUVFShhCziDmTGSy+V49NFHIfShsLbfM1+bzVR8zTG5XI42L2dtbmYDDG8zRgAwYcIEfPLJJ+7lQ6ZMmYIxo0djfVOT740FsLWhAZPPO6/X0Wgu7oyRD11crpFnLh27f10TPALO95qZYTwzRj52pR1Qq7F9/3480KFWkwSPKzC64oorUFdfj4aoKOyMjsZnW7cOyKK9U6ZMwc6dOzFs2DBs3bYNx44dc0/8SHoWUsP1CXdiY2PR1NLiTsNr2e5LjUaDlJQUHNq/3z2yp10kgs1mc2aM2Dlc3i4vBxD6BZzutdL8neAxyHM1DQZyuRztRqNXf5OmDq/L/li4aBHeevNN2EeMcHenvZCYiN3NzfiiU/ZqY2IieACmNzcjymbD1uPHseyee7w6T0xMDHg8HrRWq9evOTM7Ks3FnTFqa4PZYnFvk0gkMFutHot++tqV9rzNhuzsbCxZssTrxxDuzJ49G8888wzmz5+PL7/8Eof5fNx/+DAmnXvugK8CIe7QZUt6RxM8RiiNRuMePQMATR3uT01NRVVdnXtfV/1RTEwMUlJSkJmZiY27duG6a6/tdbXzUNDvjJHJRBkjjikUCmdg5IVm9r/9nctm0aJF0DY1YVdcHABnFvSNw4fx5fbt2NFheZni6Gj86dtvccm332JuUxPWJySgqbkZf/nLX7w6j0AgQExMDLQ+dN+6Fop1cQfznbZJJBJnxqjDY31dLW17URGuvvpqqi8aIHK5HA8//DBGjRoFkUiE/6usxLHiYrz2+uv0NwkjFBhFKFfKv5kNerQOB9RqNYRCIVJTU9HW1gY9+4HcxP7X9at95syZSE9Px5pXXhmAlvum34GR0UgZI47J5XK0e7meWBO7FEF/vzTOO+88JCQkYAMbcBTFxOBkaSkUCgX+XVPj3u8niQRisRjr1q3DvqNH8bc//sC0qVMxatQor88Vq9E4M0Ze6jFj1GmbRCKByeGAkWEQFRWFqKgomHwoJmcYBvUNDR51LmRgiEQiDM/NxfYDB3DBjBk+1U2SgUeBUYRyBTlaHg8wmaC1WNz3udbpqRaJAJMJTeyHr2v7mjVrcODAgbCYkVYkEjkDI5PJ55udnWmdMkbcksvlMBgMYIzGPv8GzT4M1e8Nn8/HxRdfjJ9KSgCTCesFAshkMrz66qv4de9eHFUqAZMJP9XW4oIZM3DZZZdh3ty5qKuvx2233+7TuWJjY6F1rUPoxc1ssXSfMTKZYLFaz2aMxGKY7XYYbDbIZDJIpVLnZI9enqeFx4PNZvN6AWYSWGPYAvi/3XvvALeE+IoCowjlnm+F/dDVWq2IZb+A3Gv6sL9Um9juNtcXlEqlCuh8VVwSCoXubglfmdgaK8oYcUsul4NhGBi9qGdotloRw1EAvmDBAhw9cQI1SiU2VFRg/rx5uOqqqyCTyfCjRAKjSIRthw/joosvBgA89/zzuPjii3HllVf6dJ7YuDg0etlVCJyd+dpFLBY7Z74GutYY2e0wMgykUqkzMPKhy66eDfApMAoNM2bMQG5uLs0oHYYoMIpQriCnie2iqG5rQ2JiIoCzGaMq1xxHPJ575fJwIxQK3SuR+8rADhWnwIhbrtFd7d0si9BZk9nM2UzAc+fOBQC8IJdj1+HDuOLKKyGRSDBr5kxsqqnBjoQEGI1GXHTRRQCAcePGYePGjV6NRusoNjYWWi+7CgHP4AfoVGPUIWMUFRUFs8MBg8MBmVSKqKgo3wIj9hzh8qMm0v31r39FYWEhRF68D0hoocAoQrmGP7uGFR8sLXUvtSGVShETE4Nq9kO32eFATEyM1+uThZL+1BgZ2Q8s6krjli+BUbPJhBiOAqP4+Hick5eH5378EUOGDMEVV1wBAFhw0UX4/cgR/Ke6Grm5uT7VE3UnLi4O2tZWr/fvGPwAnTJGZnPXjJHd7swY+VhjVM/+0KGMUegIx89UQsP1I5ZIJIJKpUKTzYZqgQC1dXU499xz3dtTU1JQZTIBbW1osligCdP1wkTsVAP+DNc3sgERZYy45Q6MvPi7NInFyOJw7ah58+fjYH4+li9f7v6lvmDBAtx3333YcfAgNmzY0O+1uRITE1HT0OD1Irkdgx/Ac4oJS4f6I4lEAnN7Oww8HmQyGWw2G4w+TAtQb7dDKBSGRW0gIaGMAqMIptFooLXbsZ+tN+o4MiI1NdU9+3WTzebTBHuhpD81Rga2xogyRtzyKWPU1sbpa+/GG29EZWUlbrzxRvd9ubm5yM7ORu6wYbj00kv7fY6MjAzo9XroMzOhMvU+NzXDMB7BD8BmjCwWOADYOkz+KImKgkmvh9huh0wmg9VqdRZfe6ne4UB8fDxlKQjpJwqMIlisRoMmmw0HRCLExcUhPT3dvS0lNRXHDxwAwG2dR7D1p8bIOAAL5Q4G7sDIiyH4rqVouDJy5Eh89NFHHvfxeDxs27YNarWak5XcXe+jCrUao/sIjGxCIRiG6ZoxslphYQPzjhmjZnZUmlSphMBshqmP43dUb7MhgeqLCOk3CowimEajgdZoRGVbG86dONHjSyEtLQ0/bdwIiMXQGo1I7hA0hRN3YOTDF4iLga3foIwRt9yBEcP0+nex83jQ6XRByVamc/j6di1FUi4W9xkYmdl5xDqPSrNarTCzNX4eNUY2G3gAomUyCAQCGNvavH5t1xuNVF9ECAco5xrBYuPioDWZsL+0FBM71BcBQHZ2Nmrq6mAUiVDW0OD+sA837hojPxgHYKHcwcAdGPXRpVMeFweGYZCcnByMZnEmOTkZAoEA5V50FVrYrFnneYwAoJ0NiDxGpbF1Re7h+j68thuMRiSwI08JIf6jwCiCaTQa7D5+HHX19Zg5c6bHtpycHABAUVISyquqgr7qM1eEbFeF3Y8uEgMFRgHhDoz6+Jv8zi7f4VqfL1y4Zo8v92LEmLlDN5mLKxBq67TNtVaawWKBTCZzDtf3YYbter2eMkaEcIC60iKYRqOB0WjEnNmz3XO8uLgCo19lMjgcDgwbNmwgmthvQrZOw2YyQeDDlwgAd2ErBUbcEggEkEgkaLfbex1R9bvZjFEjR7onIw0n6WlpKDcY+hwxZmG7abvLGLWxXWkeo9KsVvB4PPdr0uTLqLT2dgqMCOEAZYwimCvl//J//9ul6DQ5ORlSqRSbmpzLy4Z9YOTHWltGHg9CoZAmYAsAuVyO9j72+b2qCufPmBGU9nAtIzMTFe19PUPAzL62fMoYsQsbS6VSGC0Wr9pj4/OhbWqiyR0J4QAFRhHsxhtvxMGDBzFmzJgu23g8HrKzsvBbQQGkUmnY1Xm4uIIafwIj13wxhHt9BUZalQrHT53CjHANjDIyUK7V9rmfq8ao86g0AGjrZlSayWyG0Ww+W2NkNgMAnj7nHFzSy4+XRnbuIsoYEdJ/1JUWweRyOcaNG9fj9uycHBw7fhxjx4wJ27lPXBkjq8Xi8ySPRpuNutECRC6T9TjBY3lyMl4aMgQoK8P5558f/MZxICMjA5U1NbDzeKiNj8eejAz8ef/+LvuZ2eLpzvMYAUAbW6PkkTGyWGCxWiFju7iNZjP2p6Tgn9u2wW63oyYlBckNDV3OU88WXVNgREj/hee3IeGEq85oaJh2owH960ozAJBRYBQQcrkc7T2s87VAKMRru3fjz0uXIjMzM8gt40Z6ejqsVitemzoV4wwGXLZrFw4NGwYbnw9ThyDIzL4+u80YsT9GOmaM2g0GGI1Gd8bIZDbjDrsdubm5AICt2dndtqeJzXyG63xkhIQSCowGMVdgFK71RUA/a4zYVcwJ93oKjEpTU1F0+jQ+/fRTfPX115xMuDgQXNNb3Lt9O2bNmoXk5GS8HReHq/LyMK/DCM/uhuu7M0ZsYOQKmhYsWACFQgE7O/O1VCqFTqdDflERVq9ejTGjR2NzD+0x0WSlhHCGAqNBLBICI9evbwvDgLFafboZHA76IgkQlVoNncXS5Zr/kpYGPp+P2bNnD3QT+2X06NF45JFHsHnzZnz19de4+eab8dbOnfh69278fvgwKmJjwVitcE3N2F3GyLUMrStQGjVqFPLz83Hbbbdh1qxZiOowOeSFF16IC+fOxeYzZ+Do5rVsZANM12MIIf6jwGgQGz16NIRCISZMmDDQTfFbvzJG7C9zwr2UlBRUdbMC/a82G86bNCnsFzoVCoV4+umnMWfOHADAbbfdBrvdjgXz50MoFGID+2Oju+Jrd8aI/XfHbenp6Xj77beRkZHhDtrnzJ4NuVyOOXPmoKyyEqe7mcXbzGafKDAipP8oMBrEMjIyUFdXh3M7zYodTvoTGJ1ua0NiUhLXTSJwfsFXdCoStvN42HziBObNnz9ArQqcrKws/P777/hy3TrMvOACbDAYAJwNWLqdx6hT8XVnrsDo0oULAZxdBLqom9mtTd0EYIQQ/1BgNMiFe7GmKzAyCQSwAF7fqmNisKugABdddNFANDvipaeno1GrhU4icV/zz6ZMQVNzM+ZHYGAEANOmTYNSqcTiJUuw9cgRvDZjBhp6m8eInWC0Y9DUUVpaGqRSKRaygZFrxFlNh2vquhl4PPD5fPf7gRDiPwqMSFhz/fq2+pgx2jRyJBiGwaWXXhqIZg16rkVbq9nsRvGQIbj76FFcecUVmD59+kA2LeCuvvpqzDj/fNy3cycePXQIQPcZo9Y+AqNJkyZBq9W6r6VIJIJGo0F9N8GPic9HVFRU2BazExJKKDAiYc3dlebjPEw/OBw4b9IkJNKimwGRlpYGAKiMiQEAvJaejujoaLzz7rsR/+UdFxeHzVu2YNWqVWhra4NAIICgQ+DuzhhZrRCJRL1ej86DAxITElDXzRptZh6P6osI4QgFRiSsuQIjs0AAK+DVzSAQ4OeCAixctGhA2jwYuAKjCrkcVgCn2tsxadIkKJXKgW1YEN18880Qi8Vd6n7cNUZWq881QYmJiaizWru+pkGF14RwhQIjEtbcS4L4kDE6PmwY2tra3COKCPdkMhliY2NRyf59zjQ1ISsra4BbFVxxcXG44oorugQsroxRu9ncYzdaTxISE9FgMnW53wwgigqvCeEEBUYkrPnTlbY/Ph4ikQh5eXmBahaBcwX6aocDdh4PZVVVgy4wAoBnnnkG77//vsd97oyRyeRXxqi+m2VWzAxDGSNCOEJDGEhYc3el8fmwevmYPXY78iZMoC+SAEtLT0dFXR0qEhNhra0dlIFRSkoKUlJSPO5zB0ZGIyQ+TjCamJiIuqamLq91E8PQUH1COEIZIxLW/MoYVVdj8pQpgWoSYaWnp6NKp0MlO8x8MAZG3eHz+RAIBGgzGCDxsSstMTER2qamLq93k8NBgT4hHKHAiIQ1169vu5cjnZqjo3HyzBlMocAo4NLT01FRX49ytuB6yJAhA9ugECIWi9HW1uZzsJiQkACGYaCNjfW430yBESGcocCIhDVXxsjC58MG9Hk7wK4PN3ny5AFo7eCSnp6O5pYWHBIIkJiYSMuvdDB2zBj85aqr8Nnnn/v0ONf0EvXR0R6va8oYEcIdqjEiYc3XrrS9CgUSEhKQnZ0dyGYRAHPnzoVQKMR7+/Zh/LhxA92ckLJn716/HucKjBo7TXtgstshowWRCeEEZYxIWHMFRt52pf2m1WLWrFkRP8lgKEhKSsKfly6F0WhEFgWinHAHRp2yQ2a7nTJGhHCEAiMS1tzzGHkR6LTJZNhfWIjZs2cHulmE9ddlywBQ4TVXpFIplEolGjotC2K22WhUGiEcocCIhDU+24Vm5vFgBnq97R0xAna7nQKjILrgggtw5513YhHNMs6ZhPh41MPztW2y2ShjRAhHqMaIhDUejwehUOhVV9pupRJJSUnIzc0NQssI4Pz7vPHGGwPdjIiSmJiIRnYBWheT1UqBESEcoYwRCXtCoRA2L/bb09xM9UUk7MVoNNBZPad4NFssFBgRwhEKjEjYE4lEsPJ4fS4eW6XVIocdrk9IuIqOjobObPZ4bZsoMCKEMxQYkbDnTcaIAVCv1SKBnYWZkHAVHR0NfaeFZE1mMwVGhHCEAiMS9oRCYZ+j0toVCphMJvdwZ0LCVXR0NHTt7R73mS0WGpVGCEcCFhidOXMGt956K7KysiCVSpGTk4OVK1fCYrEE6pRkkHJljHq7aTUaAKDAiIQ9tVqNltZWz5mvTSbKGBHCkYCNSisqKoLD4cCbb76JoUOHoqCgALfffjva29vx3HPPBeq0ZBASiUR9dqU1qVQAQF1pJOxFR0dDr9fDAecvWxufDztN8EgIZwIWGF100UW46KKL3P/Ozs7GiRMn8Prrr1NgRDglFAj6DozYdbooY0TCXXR0NBiGgUGlgkKvhyUqCjAYKDAihCNBncdIp9NBw3ZpdMdsNsNsNrv/rdfrg9EsEuaEQiGsDANzL/s0SiQQCASIiYkJWrsICYTo6GgAQJNSCZFej3aJhAIjQjgUtOLrU6dOYc2aNbjzzjt73GfVqlVQq9XuW3p6erCaR8KYUCiEvY99tHw+EhIS3DNlExKuXIFRu1wOALCwRdcUGBHCDZ+/JR577DHweLxeb0VFRR6PqaqqwkUXXYQrrrgCt99+e4/HXr58OXQ6nftWUVHh+zMig45IJOo7MHI4kEj1RSQCuAMjqRQAYBWLAVBgRAhXfO5Ke+ihh3DTTTf1uk92h5W0q6urMXv2bEybNg1vvfVWr4+TSCQ05JT4zNWV1ltwpLVYqPCaRARXYNQqFsMOwMQuKEufnYRww+fAKD4+HvHx8V7tW1VVhdmzZ2PixIlYu3YtdWOQgBAKhbAxTK/7NJhMGEprpJEIoFarAQBtbKaIMkaEcCtgxddVVVWYNWsWMjMz8dxzz6GhocG9LSkpKVCnJYOQUCiEvY/AqFGvxzTKGJEIIBaLIZVK0SoQ4IUZMzCCfe1TYEQINwIWGP3yyy84deoUTp06hbS0NI9tTB9fYoT4QiQSwWa1orepQ+ubmmioPokY0dHRKGEYfPjbb7hw4kQAFBgRwpWA9W3ddNNNYBim2xshXBIKhbA5HD1ut4jF0Ol0VGNEIka0Wo1DdXUAgNP19QAoMCKEK1T0Q8JeXzVGbbQcCIkw0dHROHbqFACgvLoaAAVGhHCFAiMS9kRiMWzsBI/d3epiYwEAycnJA9ZGQrgUHR0NB5sltdud4zFpVBoh3KDAiIQ9oVAIey9daTXs8OahQ4cGqUWEBFZ0NzO4U2BECDcoMCJhTygUwtpLYFQpFCI9PR1ydqZgQsKday4jV92cSCSCQCAYwBYREjkoMCJhzzVc3w50eztjMiF32LCBbCIhnHLNZTR37lwAVF9ECJcoMCJhTyQS9ToqrbS5GbnDhwexRYQElitjNG/ePAAUGBHCJQqMSNjrrcbIAaCkvBzDKTAiEUTDjrSkjBEh3AvYBI+EBItQKITVbu92gseWlBSYqquRS8uBkAhy+eWXIy4uDmlpaVCr1ZCwy4IQQvqPMkYk7PWWMapn5y6iwIhEkpiYGCxduhQAkJ6WRhkjQjhEgREJeyKRCDZ2LpfOahUKiEQiZGZmBrlVhARHeno6BUaEcIi60kjY6y1jVAogd9gwCIX0UieRafacOThz5sxAN4OQiEHfFiTsCYVCWG022DrdzwD4rbQUi9kuB0Ii0cMPPzzQTSAkolBXGgl7QqGw2660xqwslFdW4uKLLx6AVhFCCAlHFBiRsCcSidzrRXV0LD0dEokEM2fOHIBWEUIICUfUlUbCnitj1Hm4/u62NsyaORMymWxA2kUIIST8UMaIhD2xWAx9ayva4+MBAIbYWPwwcyZ2HDyIK668coBbRwghJJzwGIZhBroRPdHr9VCr1dDpdFCpVAPdHBKiysvLMW3aNEiEQvB5PJw6cwZ8Ph/PPfcc7r//fvB4vIFuIiGEkA5C+fudutJI2MvIyMDmzZtx3bXXYuy4cfjPxRdj0qRJGDJkyEA3jRBCSJihwIhEhOHDh2Pf/v0D3QxCCCFhjmqMCCGEEEJYFBgRQgghhLAoMCKEEEIIYVFgRAghhBDCosCIEEIIIYRFgREhhBBCCIsCI0IIIYQQFgVGhBBCCCEsCowIIYQQQlgUGBFCCCGEsCgwIoQQQghhUWBECCGEEMKiwIgQQgghhEWBESGEEEIIiwIjQgghhBAWBUaEEEIIISwKjAghhBBCWBQYEUIIIYSwKDAihBBCCGFRYEQIIYQQwqLAiBBCCCGEFdDAaNGiRcjIyEBUVBSSk5Nx/fXXo7q6OpCnJIQQQgjxW0ADo9mzZ+OLL77AiRMn8NVXX6GkpASXX355IE9JCCGEEOI3HsMwTLBOtmHDBixZsgRmsxkikajP/fV6PdRqNXQ6HVQqVRBaSAghhJBAC+Xvd2GwTtTU1ISPP/4Y06ZN6zEoMpvNMJvN7n/rdDoAzgtICCGEkMjg+l4PYm7Ge0yAPfLII4xMJmMAMFOmTGEaGxt73HflypUMALrRjW50oxvd6DYIbiUlJYEOQ3zmc1faY489hqeffrrXfQoLCzFixAgAQGNjI5qamlBWVoYnnngCarUa33//PXg8XpfHdc4YtbS0IDMzE+Xl5VCr1b40k3Sg1+uRnp6OioqKkEtZhiO6ntyi6xkYdF25RdeTWzqdDhkZGWhubkZ0dPRAN8eDz4FRQ0MDtFptr/tkZ2dDLBZ3ub+yshLp6enYuXMnpk6d2ue5QrkPMpzQdeQWXU9u0fUMDLqu3KLrya1Qvp4+1xjFx8cjPj7er5M5HA4A8MgKEUIIIYSEioAVX+/Zswf79u3D+eefj5iYGJSUlOBf//oXcnJyvMoWEUIIIYQEW8DmMZLJZPj6669x4YUXYvjw4bj11lsxbtw4bN++HRKJxKtjSCQSrFy50uv9SffoOnKLrie36HoGBl1XbtH15FYoX8+gzmNECCGEEBLKaK00QgghhBAWBUaEEEIIISwKjAghhBBCWBQYEUIIIYSwfA6MVq1ahUmTJkGpVCIhIQFLlizBiRMnPPYxmUxYtmwZYmNjoVAocNlll6Gurs5jn/LycvzpT3+CTCZDQkICHn74YdhsNvf233//HdOnT0dsbCykUilGjBiBF198sc/2MQyDFStWIDk5GVKpFHPnzsXJkyc99nnqqacwbdo0yGSyAZtxMxKu46JFi5CRkYGoqCgkJyfj+uuvR3V1dT+uiv8i4XoOGTIEPB7P47Z69ep+XBX/hfv13LZtW5dr6brt27evn1fHf+F+XQHg4MGDmDdvHqKjoxEbG4s77rgDbW1t/bgq/gv16/n1119j/vz5iI2NBY/Hw6FDh7rs89Zbb2HWrFlQqVTg8XhoaWnx61pwIVjXs6M//vgDQqEQEyZM6LN9Qft+93UNkQULFjBr165lCgoKmEOHDjGXXHIJk5GRwbS1tbn3ueuuu5j09HRm8+bNzP79+5kpU6Yw06ZNc2+32WzMmDFjmLlz5zL5+fnMxo0bmbi4OGb58uXufQ4ePMh88sknTEFBAVNaWsp8+OGHjEwmY958881e27d69WpGrVYz3377LXP48GFm0aJFTFZWFmM0Gt37rFixgnnhhReYBx98kFGr1b5eAk5EwnV84YUXmF27djFnzpxh/vjjD2bq1KnM1KlTObxK3ouE65mZmck8+eSTTE1NjfvWsf3BFO7X02w2e1zHmpoa5rbbbmOysrIYh8PB8dXyXrhf16qqKiYmJoa56667mKKiImbv3r3MtGnTmMsuu4zjK+WdUL+eH3zwAfPEE08wb7/9NgOAyc/P77LPiy++yKxatYpZtWoVA4Bpbm7u93XxV7Cup0tzczOTnZ3NzJ8/nxk/fnyf7QvW93u/F5Gtr69nADDbt29nGIZhWlpaGJFIxHz55ZfufQoLCxkAzK5duxiGYZiNGzcyfD6fqa2tde/z+uuvMyqVijGbzT2ea+nSpcx1113X43aHw8EkJSUxzz77rPu+lpYWRiKRMJ9++mmX/deuXTtggVFn4XwdXdavX8/weDzGYrH0/YQDLByvZ2ZmJvPiiy/6/FyDIRyvZ0cWi4WJj49nnnzySe+ecJCE23V98803mYSEBMZut7v3OXLkCAOAOXnypI/PnnuhdD07Ki0t7TEwctm6deuAB0adBfp6XnXVVcz/+3//j1m5cmWfgVEwv9/7XWOk0+kAABqNBgBw4MABWK1WzJ07173PiBEjkJGRgV27dgEAdu3ahbFjxyIxMdG9z4IFC6DX63Hs2LFuz5Ofn4+dO3di5syZPbaltLQUtbW1HudWq9WYPHmy+9yhKtyvY1NTEz7++GNMmzYNIpHIy2cdOOF6PVevXo3Y2Fjk5eXh2Wef7TH9HGzhej1dNmzYAK1Wi5tvvtnLZxwc4XZdzWYzxGIx+PyzXx1SqRSAs7tpoIXS9YwEgbyea9euxenTp7Fy5Uqv2hLM7/d+BUYOhwP3338/pk+fjjFjxgAAamtrIRaLu/TtJSYmora21r1Px4vm2u7a1lFaWhokEgnOPfdcLFu2DLfddluP7XE9trtjdz5uKAnn6/joo49CLpcjNjYW5eXlWL9+vZfPOnDC9Xree++9+Oyzz7B161bceeed+M9//oNHHnnEh2ceGOF6PTt69913sWDBAqSlpfXxbIMnHK/rnDlzUFtbi2effRYWiwXNzc147LHHAAA1NTW+PH3Ohdr1DHeBvJ4nT57EY489ho8++ghCoXcrkwXz+71fgdGyZctQUFCAzz77jKv2dPHbb79h//79eOONN/DSSy/h008/BQB8/PHHUCgU7ttvv/0WsDYEWjhfx4cffhj5+fn4+eefIRAIcMMNN4AZ4MnUw/V6Pvjgg5g1axbGjRuHu+66C88//zzWrFkz4Isuh+v1dKmsrMSmTZtw6623ct3sfgnH6zp69Gi8//77eP755yGTyZCUlISsrCwkJiZ6ZJEGQjhez1AWqOtpt9txzTXX4IknnkBubm63+wz09fR7Edl77rkH33//PXbs2OHxKywpKQkWiwUtLS0eUWVdXR2SkpLc++zdu9fjeK6qdtc+LllZWQCAsWPHoq6uDo8//jiuvvpqLFq0CJMnT3bvl5qa6v7FUldXh+TkZI9je1PxPhDC/TrGxcUhLi4Oubm5GDlyJNLT07F79+4BWyg43K9nR5MnT4bNZsOZM2cwfPhwH64CdyLheq5duxaxsbFYtGiRH1cgMML5ul5zzTW45pprUFdXB7lcDh6PhxdeeAHZ2dn9uCL9E4rXM5wF8nq2trZi//79yM/Pxz333APAmZ1iGAZCoRA///zzwH+/+1qU5HA4mGXLljEpKSlMcXFxl+2u4qx169a57ysqKuq2OKuurs69z5tvvsmoVCrGZDL1eO4nnniCyczM7LVtSUlJzHPPPee+T6fThWTxdSRdR5eysjIGALN169Ye9wmUSLyeH330EcPn85mmpqYe9wmUSLmeDoeDycrKYh566KE+n3MwRMp17ejdd99lZDLZgBQNh/L17Chciq+DcT3tdjtz9OhRj9vdd9/NDB8+nDl69GiPI3GD+f3uc2B09913M2q1mtm2bZvHUFiDweDe56677mIyMjKYLVu2MPv37+8yjNs1nG/+/PnMoUOHmJ9++omJj4/3GM73yiuvMBs2bGCKi4uZ4uJi5p133mGUSiXzz3/+s9f2rV69momOjmbWr1/PHDlyhFm8eHGX4XxlZWVMfn4+88QTTzAKhYLJz89n8vPzmdbWVl8vh9/C/Tru3r2bWbNmDZOfn8+cOXOG2bx5MzNt2jQmJyen1w+TQAn367lz507mxRdfZA4dOsSUlJQwH330ERMfH8/ccMMNHF8p74T79XT59ddfGQBMYWEhR1emfyLhuq5Zs4Y5cOAAc+LECeaVV15hpFIp8/LLL3N4lbwX6tdTq9Uy+fn5zA8//MAAYD777DMmPz+fqampce9TU1PD5Ofnu4f079ixg8nPz2e0Wi2HV8o7wbqenXkzKo1hgvf97nNgBKDb29q1a937GI1G5q9//SsTExPDyGQyZunSpR4vBIZhmDNnzjAXX3wxI5VKmbi4OOahhx5irFare/t///tfZvTo0YxMJmNUKhWTl5fHvPbaax7DRLvjcDiYf/3rX0xiYiIjkUiYCy+8kDlx4oTHPjfeeGO3zyGYmY5wv45HjhxhZs+ezWg0GkYikTBDhgxh7rrrLqayspKbC+SjcL+eBw4cYCZPnsyo1WomKiqKGTlyJPOf//xnQIJMhgn/6+ly9dVXe8yxMtAi4bpef/31jEajYcRiMTNu3Djmgw8+6P+F8VOoX8+1a9d2276VK1e691m5cmWfzyFYgnU9O/M2MArW9zuPvRiEEEIIIYMerZVGCCGEEMKiwIgQQgghhEWBESGEEEIIiwIjQgghhBAWBUaEEEIIISwKjAghhBBCWBQYEUIIIYSwKDAihBBCCGFRYEQIIYQQwqLAiBBCCCGERYERIYQQQgiLAiNCCCGEENb/B7PkdBxDjxXzAAAAAElFTkSuQmCC", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "ax = si.plot.si(spi_d, ybound=3)\n", - "ax.set_xlim(pd.Timestamp(\"2003-01-01\"), pd.Timestamp(\"2004-01-01\"));" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "As can be seen in the figure sharp peaks are visible in the SPI, e.g. in august. To get a better fit of the distribution on those days, one can try to take into account days as well. After all, it is quite logical to take into account the distribution of the 1st of august and 3rd of august when determining the distribution for the 2nd of august. Note that this does not mean the distribution is summed over a larger window. Just more data is taken into account to determine the distribution for the specific day / week. The window argument provides for this:" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [], - "source": [ - "spi_3d = si.spi(pe, dist=scs.gamma, freq=\"D\", window=3)" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "ax = si.plot.si(spi_3d, ybound=3)\n", - "ax.set_xlim(pd.Timestamp(\"2003-01-01\"), pd.Timestamp(\"2004-01-01\"));" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "As you can see the sudden peaks are a lot less sharp but some are still visible. Therefore it might be appropriate to choose a larger window. " - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "speidev", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.12" - }, - "orig_nbformat": 4, - "vscode": { - "interpreter": { - "hash": "2279c7ae29edfb28b339b66ce2f59ffc873c6e74c684d306a7300ed42278bdc7" - } - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} + "nbformat": 4, + "nbformat_minor": 2 +} \ No newline at end of file diff --git a/src/spei/dist.py b/src/spei/dist.py index a907e84..817ab3c 100644 --- a/src/spei/dist.py +++ b/src/spei/dist.py @@ -1,151 +1,15 @@ -import logging from dataclasses import dataclass, field from typing import List, Literal, Optional, Tuple -from numpy import ceil, linspace, nan, std -from pandas import Grouper, Series, Timedelta -from scipy.stats import kstest, norm +from numpy import std +from pandas import Series +from scipy.stats import kstest from ._typing import ContinuousDist -from .utils import daily_window_groupby_yearly_df, get_data_series, group_yearly_df - - -def compute_si_ppf( - series: Series, - dist: ContinuousDist, - freq: str, - prob_zero: bool = False, - window: int = 0, - nsf: bool = False, -) -> Series: - """Internal helper function to calculate propability point function of normal - distribution based on a cumulative density function of a fitted - distribution - - Parameters - ---------- - series : Series - Series with observations - dist : ContinuousDist - Continuous distribution from the SciPy library - index : DatetimeIndex, optional - DatetimeIndex with the date of the observations - prob_zero : bool, optional - Apply logic to observations that have value zero and calculate their - probability seperately, by default False - window : int, optional - If a window is supplied, all data within the window is fitted for the - cumulative density function so a bitter fit can be ensured. Frequency - of the data must constant like 'D' or 'W'. - nsf : bool, optional - Use the normal scores transform to calculat the cumulative density - function - - Returns - ------- - Series - Series with probability point function, ppf - """ - - if window > 0: - cdf = compute_cdf_rolling_window( - series=series, - dist=dist, - prob_zero=prob_zero, - freq=freq, - window=window, - ) - elif nsf: - cdf = compute_cdf_nsf(series=series, freq=freq) - else: - cdf = compute_cdf_groupby_freq( - series=series, - dist=dist, - prob_zero=prob_zero, - freq=freq, - ) - - return Series(norm.ppf(cdf.values, loc=0, scale=1), index=series.index, dtype=float) - - -def compute_cdf_groupby_freq( - series: Series, - dist: ContinuousDist, - prob_zero: bool, - freq: str, -) -> Series: - logging.info("Using rolling groupby frequency method") - dfval = group_yearly_df(series=series) - cdf_series = Series(nan, index=series.index, dtype=float) - for _, grval in dfval.groupby(Grouper(freq=freq)): - data = get_data_series(grval) - fd = FittedDist(data=data, dist=dist, prob_zero=prob_zero) - cdf = fd.cdf() - cdf_series.loc[cdf.index] = cdf.values - return cdf_series - - -def compute_cdf_rolling_window( - series: Series, - dist: ContinuousDist, - prob_zero: bool, - freq: str, - window: int, -) -> Series: - - if freq not in ("d", "w", "D", "W"): # TODO: ideally 14D should also work. - raise ValueError( - f"Frequency freq must be 'D' or 'W', not '{freq}', if a window is provided." - ) - logging.info("Using rolling window method") - - if window < 3: - logging.error("Window should be larger than 2. Setting the window value to 3.") - window = 3 # make sure window is at least three - elif window % 2 == 0: - logging.error(f"Window should be odd. Setting the window value to {window + 1}") - window += 1 # make sure window is odd - - period = int(ceil(window / 2)) - if freq in ("W", "w"): - period = Timedelta(value=period, unit="W").days - window = period * 2 + 1 - - dfval = group_yearly_df(series=series) - cdf_series = Series(nan, index=series.index, dtype=float) - dfval_window = daily_window_groupby_yearly_df(dfval=dfval, period=period) - for dfval_rwindow in dfval_window.rolling( - window=window, min_periods=window, closed="right" - ): - if len(dfval_rwindow) < window: - continue # min_periods ignored by Rolling.__iter__ - data = get_data_series(dfval_rwindow.iloc[[period]]) - data_window = get_data_series(dfval_rwindow) - fd = FittedDist( - data=data, dist=dist, prob_zero=prob_zero, data_window=data_window - ) - cdf = fd.cdf() - cdf_series.loc[cdf.index] = cdf.values - return cdf_series - - -def compute_cdf_nsf( - series: Series, - freq: str, -): - """Compute cumulative density function using the Normal Scores Transform""" - logging.info("Using the normal scores transform") - dfval = group_yearly_df(series=series) - cdf_series = Series(nan, index=series.index, dtype=float) - for _, grval in dfval.groupby(Grouper(freq=freq)): - data = get_data_series(grval).sort_values() - n = len(data) - cdf_series.loc[data.index] = linspace(1 / (2 * n), 1 - 1 / (2 * n), n) - return cdf_series @dataclass -class FittedDist: +class Dist: data: Series = field(init=True, repr=False) dist: ContinuousDist loc: float = field(init=False, repr=True) @@ -154,8 +18,50 @@ class FittedDist: prob_zero: bool = field(default=False, init=True, repr=False) p0: float = field(default=0.0, init=False, repr=False) data_window: Optional[Series] = field(default=None, init=True, repr=False) + """ + Represents a distribution associated with data. + + Parameters + ---------- + data : Series + The input data for fitting the distribution. + dist : ContinuousDist + The SciPy continuous distribution associated to be fitted. + prob_zero : bool, default=False + Flag indicating whether the probability of zero values in the series is + calculated by the occurence. + data_window : Optional[Series], default=None + Subset of data for fitting more data (if provided). + + Attributes + ---------- + loc : float + Location of the distribution + scale : float + Scale of the distribution + pars : Optional[List[float]] + Attribute storing additional distribution parameters (if applicable). + p0 : float + The probability of zero values in the data. Only calculated if prob_zero=True. + + Methods + ------- + __post_init__(self) -> None + Initializes the Dist class and fits the distribution. + fit_dist(data: Series, dist: ContinuousDist) -> Tuple + Fits a Scipy continuous distribution to the data. + + Notes + ----- + The `fit_dist` method uses the `dist.fit` function from Scipy to estimate + distribution parameters. If the fitted distribution requires additional + parameters beyond `loc` and `scale`, they are stored in the `pars` attribute. + """ def __post_init__(self): + """ + Post initializes the Dist class by fitting the distribution. + """ data_fit = self.data_window if self.data_window is not None else self.data pars, loc, scale = self.fit_dist(data=data_fit, dist=self.dist) self.loc = loc @@ -167,7 +73,21 @@ def __post_init__(self): @staticmethod def fit_dist(data: Series, dist: ContinuousDist) -> Tuple: - """Fit a Scipy Continuous Distribution""" + """ + Fits a Scipy continuous distribution to the data. + + Parameters + ---------- + data : Series + The input data for fitting. + dist : ContinuousDist + The continuous distribution to be fitted. + + Returns + ------- + Tuple + Tuple containing distribution parameters (pars, loc, scale). + """ fit_tuple = dist.fit(data, scale=std(data)) if len(fit_tuple) == 2: loc, scale = fit_tuple @@ -199,6 +119,8 @@ def pdf(self) -> Series: else: pdf = self.dist.pdf(self.data.values, loc=self.loc, scale=self.scale) + # TODO: check what to do if prob_zero + return Series(pdf, index=self.data.index, dtype=float) def ks_test( diff --git a/src/spei/si.py b/src/spei/si.py index 3942fab..b0bf6e6 100644 --- a/src/spei/si.py +++ b/src/spei/si.py @@ -1,14 +1,27 @@ -from typing import Optional +import logging +from dataclasses import dataclass, field +from typing import Dict, Optional -from pandas import Series +from numpy import ceil, linspace, nan +from pandas import DataFrame, Grouper, Series, Timedelta from scipy.stats import fisk, gamma, genextreme, norm from ._typing import ContinuousDist -from .dist import compute_si_ppf -from .utils import infer_frequency, validate_series +from .dist import Dist +from .utils import ( + daily_window_group_yearly_df, + get_data_series, + group_yearly_df, + infer_frequency, + validate_series, +) -def sgi(series: Series, freq: Optional[str] = None) -> Series: +def sgi( + series: Series, + timescale: int = 0, + fit_freq: Optional[str] = None, +) -> Series: """Method to compute the Standardized Groundwater Index [sgi_2013]_. Same method as in Pastas. Uses the normal scores transform to calculate the cumulative density function. @@ -29,23 +42,27 @@ def sgi(series: Series, freq: Optional[str] = None) -> Series: groundwater drought building on the standardised precipitation index approach. Hydrol. Earth Syst. Sci., 17, 4769–4787, 2013. """ - series = validate_series(series) - - if freq is None: - freq = infer_frequency(series.index) mock_dist = norm - return compute_si_ppf( - series=series, dist=mock_dist, prob_zero=False, freq=freq, window=0, nsf=True + sgi = SI( + series=series, + dist=mock_dist, + timescale=timescale, + fit_freq=fit_freq, + fit_window=0, + prob_zero=False, + normal_scores_transform=True, ) + return sgi.norm_ppf() def spi( series: Series, dist: ContinuousDist = gamma, + timescale: int = 0, + fit_freq: Optional[str] = None, + fit_window: int = 0, prob_zero: bool = True, - freq: Optional[str] = None, - window: int = 0, ) -> Series: """Method to compute the Standardized Precipitation Index [spi_2002]_. @@ -74,22 +91,26 @@ def spi( 22, 1571-1592, 2002. """ - series = validate_series(series) - - if freq is None: - freq = infer_frequency(series.index) - - return compute_si_ppf( - series=series, dist=dist, prob_zero=prob_zero, freq=freq, window=window + spi = SI( + series=series, + dist=dist, + timescale=timescale, + fit_freq=fit_freq, + fit_window=fit_window, + prob_zero=prob_zero, + normal_scores_transform=False, ) + spi.fit_distribution() + return spi.norm_ppf() def spei( series: Series, dist: ContinuousDist = fisk, - prob_zero: bool = True, - freq: Optional[str] = None, - window: int = 0, + timescale: int = 0, + fit_freq: Optional[str] = None, + fit_window: int = 0, + prob_zero: bool = False, ) -> Series: """Method to compute the Standardized Precipitation Evaporation Index [spei_2010]_. @@ -116,22 +137,27 @@ def spei( Standardized Precipitation Evapotranspiration Index. Journal of Climate, 23, 1696-1718, 2010. """ - series = validate_series(series) - - if freq is None: - freq = infer_frequency(series.index) - return compute_si_ppf( - series=series, dist=dist, prob_zero=prob_zero, freq=freq, window=window + spei = SI( + series=series, + dist=dist, + timescale=timescale, + fit_freq=fit_freq, + fit_window=fit_window, + prob_zero=prob_zero, + normal_scores_transform=False, ) + spei.fit_distribution() + return spei.norm_ppf() def ssfi( series: Series, - dist: Optional[ContinuousDist] = genextreme, + dist: ContinuousDist = genextreme, + timescale: int = 0, + fit_freq: Optional[str] = None, + fit_window: int = 0, prob_zero: bool = True, - freq: Optional[str] = None, - window: int = 0, ) -> Series: """Method to compute the Standardized StreamFlow Index [ssfi_2020]_. @@ -157,11 +183,208 @@ def ssfi( Streamflow Index: A large sample comparison for parametric and nonparametric methods. Water Resources Research, 56, 2020. """ - series = validate_series(series) + ssfi = SI( + series=series, + dist=dist, + timescale=timescale, + fit_freq=fit_freq, + fit_window=fit_window, + prob_zero=prob_zero, + normal_scores_transform=False, + ) + ssfi.fit_distribution() + return ssfi.norm_ppf() + - if freq is None: - freq = infer_frequency(series.index) +@dataclass +class SI: + """ + Standardized Index Class. + + Parameters + ---------- + series : Series + The input time series data. + dist : ContinuousDist + The SciPy continuous distribution associated with the data. + timescale : int, optional, default=0 + Rolling window timescale in days over which the series is summed. For + SI1 the user would provide timescale=30, for SI3: timescale=90, SI6: + timescale=180 etc. + fit_freq : str, optional, default=None + Frequency for fitting the distribution. Default is None in which case + the frequency of the series is inferred. If this fails a monthly + frequency is used. + fit_window : int, optional, default=0 + Window size for fitting data in fit_freq frequency's unit. Default is + zero in which case only data within the fit_freq is considered. If + larger than zero data data within the window is used to fit the + distribution for the series. fit_window must be a odd number larger + than 3 when used. + prob_zero : bool, default=False + Flag indicating whether the probability of zero values in the series is + calculated by the occurence. + normal_scores_transform : bool, default=False + Flag to use the normal scores transformation for calculating the + cumulative density function. + + Attributes + ---------- + _grouped_year : DataFrame + Dataframe with all data grouped in a one-year (2000) DataFrame with the + original years as columns + _dist_dict : Dict[int, Dist] + Dictionary of distributions used to fit the data. + + """ - return compute_si_ppf( - series=series, dist=dist, prob_zero=prob_zero, freq=freq, window=window + series: Series = field(repr=False) + dist: ContinuousDist + timescale: int = 0 + fit_freq: Optional[str] = field(default=None) + fit_window: int = field(default=0) + prob_zero: bool = field(default=True) + normal_scores_transform: bool = field(default=True) + _grouped_year: DataFrame = field(init=False, repr=False, compare=False) + _dist_dict: Dict[int, Dist] = field( + default_factory=dict, init=False, repr=False, compare=False ) + + def __post_init__(self) -> None: + """ + Post initializes the SI class and performs necessary data preprocessing and validation. + """ + self.series = validate_series(self.series) + + if self.timescale > 0: + self.series = ( + self.series.rolling(f"{self.timescale}D", min_periods=self.timescale) + .sum() + .dropna() + .copy() + ) + + if self.fit_freq is None: + self.fit_freq = infer_frequency(self.series.index) + + self._grouped_year = group_yearly_df(series=self.series) + + if self.fit_window > 0: + if self.fit_window < 3: + logging.error( + "Window should be larger than 2. Setting the window value to 3." + ) + self.fit_window = 3 # make sure window is at least three + elif self.fit_window % 2 == 0: + logging.error( + f"Window should be odd. Setting the window value to {self.fit_window + 1}" + ) + self.fit_window += 1 # make sure window is odd + + def fit_distribution(self): + """Fit distribution on the time series per fit_frequency and/or fit_window""" + if self.normal_scores_transform: + logging.info("Using normal-scores-transform. No distribution is fitted.") + + elif self.fit_window > 0: + if self.fit_freq not in ( + "d", + "w", + "D", + "W", + ): # TODO: ideally 14D should also work. + raise ValueError( + f"Frequency fit_freq must be 'D' or 'W', not '{self.fit_freq}', if a fit_window is provided." + ) + + logging.info("Using rolling window method") + window = self.fit_window + period = int(ceil(window / 2)) + if self.fit_freq in ("W", "w"): + period = Timedelta(value=period, unit="W").days + window = period * 2 + 1 + + dfval_window = daily_window_group_yearly_df( + dfval=self._grouped_year, period=period + ) + for i, dfval_rwindow in enumerate( + dfval_window.rolling(window=window, min_periods=window, closed="right") + ): + if len(dfval_rwindow) < window: + continue # min_periods ignored by Rolling.__iter__ + data = get_data_series(dfval_rwindow.iloc[[period]]) + data_window = get_data_series(dfval_rwindow) + fd = Dist( + data=data, + dist=self.dist, + prob_zero=self.prob_zero, + data_window=data_window, + ) + self._dist_dict[i] = fd + else: + logging.info("Using groupby fit by frequency method") + for i, (_, grval) in enumerate( + self._grouped_year.groupby(Grouper(freq=self.fit_freq)) + ): + data = get_data_series(grval) + fd = Dist( + data=data, + dist=self.dist, + prob_zero=self.prob_zero, + data_window=None, + ) + self._dist_dict[i] = fd + + def cdf(self): + """Compute the cumulative density function""" + if self.normal_scores_transform: + cdf = self.cdf_nsf() + else: + cdf = Series(nan, index=self.series.index, dtype=float) + for k in self._dist_dict: + cdf_k = self._dist_dict[k].cdf() + cdf.loc[cdf_k.index] = cdf_k.values + + return cdf + + def pdf(self): + """Compute the probability density function""" + if self.normal_scores_transform: + pdf = self.cdf().diff() + pdf = Series(nan, index=self.series.index, dtype=float) + for k in self._dist_dict: + pdf_k = self._dist_dict[k].pdf() + pdf.loc[pdf_k.index] = pdf_k.values + return pdf + + def cdf_nsf(self) -> Series: + """Compute the cumulative density function using the Normal Scores + Transform + + Returns + ------- + Series + """ + logging.info("Using the normal scores transform") + cdf = Series(nan, index=self.series.index, dtype=float) + for _, grval in self._grouped_year.groupby(Grouper(freq=self.fit_freq)): + data = get_data_series(grval).sort_values() + n = len(data) + cdf.loc[data.index] = linspace(1 / (2 * n), 1 - 1 / (2 * n), n) + return cdf + + def norm_ppf(self) -> Series: + """Method to calculate propability point function of normal + distribution based on a cumulative density function of a fitted + distribution + + Returns + ------- + Series + """ + + cdf = self.cdf() + ppf = Series( + norm.ppf(cdf.values, loc=0, scale=1), index=self.series.index, dtype=float + ) + return ppf diff --git a/src/spei/utils.py b/src/spei/utils.py index e20b08f..ad940b1 100644 --- a/src/spei/utils.py +++ b/src/spei/utils.py @@ -113,7 +113,7 @@ def get_data_series(group_df: DataFrame) -> Series: return Series(values, index=dt_idx, dtype=float).dropna() -def daily_window_groupby_yearly_df(dfval: DataFrame, period: int) -> DataFrame: +def daily_window_group_yearly_df(dfval: DataFrame, period: int) -> DataFrame: """Fill a period of daily values in grouped by yearly DataFrame to get cyclic rolling window. """ diff --git a/tests/test_si.py b/tests/test_si.py index 8fad224..e9ba8de 100644 --- a/tests/test_si.py +++ b/tests/test_si.py @@ -5,16 +5,16 @@ def test_spi(prec: Series) -> None: precr = prec.rolling("30D", min_periods=30).sum().dropna() - spi(precr, freq="ME", prob_zero=True) + spi(precr, fit_freq="ME", prob_zero=True) def test_spei(prec: Series, evap: Series) -> None: n = (prec - evap).rolling("30D", min_periods=30).sum().dropna() - spei(n, freq="ME") + spei(n, fit_freq="ME") def test_sgi(head: Series) -> None: - sgi(head, freq="ME") + sgi(head, fit_freq="ME") def test_sffi(prec: Series) -> None: @@ -24,4 +24,4 @@ def test_sffi(prec: Series) -> None: def test_window(prec: Series, evap: Series) -> None: n = (prec - evap).rolling("30D", min_periods=30).sum().dropna() - spei(n, freq="W", window=3) + spei(n, fit_freq="W", fit_window=3) From a443db2bda0a0daf0ed93a55f240b858e0012377 Mon Sep 17 00:00:00 2001 From: martinvonk Date: Thu, 14 Mar 2024 00:18:11 +0100 Subject: [PATCH 34/38] move to object oriented and adjust notebooks --- doc/examples/example01_indices.ipynb | 83 +- doc/examples/example02_distributions.ipynb | 471 ++--------- doc/examples/example03_drought_NL.ipynb | 79 +- .../example04_package_comparison.ipynb | 4 +- src/spei/__init__.py | 2 +- src/spei/_version.py | 2 +- src/spei/dist.py | 333 ++++---- src/spei/si.py | 791 +++++++++--------- src/spei/utils.py | 274 +++--- tests/test_si.py | 54 +- 10 files changed, 889 insertions(+), 1204 deletions(-) diff --git a/doc/examples/example01_indices.ipynb b/doc/examples/example01_indices.ipynb index a20b108..44642d6 100644 --- a/doc/examples/example01_indices.ipynb +++ b/doc/examples/example01_indices.ipynb @@ -18,14 +18,31 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 1, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Versions\n", + "python: 3.10.12\n", + "spei: 0.4.0\n", + "numpy: 1.26.4\n", + "scipy: 1.12.0\n", + "matplotlib: 3.8.3\n", + "pandas: 2.2.1\n", + "\n" + ] + } + ], "source": [ "import spei as si # si for standardized index\n", "import pandas as pd\n", "import scipy.stats as scs\n", - "import matplotlib.pyplot as plt" + "import matplotlib.pyplot as plt\n", + "\n", + "print(si.show_versions())" ] }, { @@ -39,7 +56,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 2, "metadata": {}, "outputs": [ { @@ -79,14 +96,14 @@ "source": [ "## Calculate SPI\n", "\n", - "The standardized precipitation index (SPI) is calculated using the gamma distribution from the [scipy stats library](https://docs.scipy.org/doc/scipy/reference/stats.html). In fact any continuous distribution of this library can be chosen. However there are sensible choices for the SPI such as gamma, lognorm (lognormal), fisk (log-logistic) or pearson3 distribution. The precipitation time series is summed over a 90D rolling interval. \n", + "The standardized precipitation index (SPI) is calculated using the gamma distribution from the [scipy stats library](https://docs.scipy.org/doc/scipy/reference/stats.html). In fact any continuous distribution of this library can be chosen. However there are sensible choices for the SPI such as gamma, lognorm (lognormal), fisk (log-logistic) or pearson3 distribution. The precipitation time series is summed over a 90D rolling interval, which corresponds to SPI3. \n", "\n", "For the literature we refer to: LLoyd-Hughes, B. and Saunders, M.A.: [A drought climatology for Europe](https://doi.org/10.1002/joc.846), 2002." ] }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "metadata": {}, "outputs": [ { @@ -107,7 +124,7 @@ "Name: rain, Length: 13365, dtype: float64" ] }, - "execution_count": 4, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } @@ -147,8 +164,8 @@ } ], "source": [ - "spi1 = si.spi(series, dist=scs.gamma, freq=\"ME\")\n", - "spi1" + "spi3_gamma = si.spi(series, dist=scs.gamma, fit_freq=\"ME\")\n", + "spi3_gamma" ] }, { @@ -187,8 +204,8 @@ } ], "source": [ - "spi2 = si.spi(series, dist=scs.pearson3, freq=\"ME\")\n", - "spi2" + "spi3_pearson = si.spi(series, dist=scs.pearson3, fit_freq=\"ME\")\n", + "spi3_pearson" ] }, { @@ -198,7 +215,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -210,8 +227,8 @@ "source": [ "tmin, tmax = pd.to_datetime([\"1994\", \"1998\"])\n", "plt.figure(figsize=(8, 4))\n", - "spi2.plot(label=\"gamma\")\n", - "spi1.plot(label=\"pearson3\", linestyle=\"--\")\n", + "spi3_gamma.plot(label=\"gamma\")\n", + "spi3_pearson.plot(label=\"pearson3\", linestyle=\"--\")\n", "plt.xlim(tmin, tmax)\n", "plt.legend()\n", "plt.grid()\n", @@ -231,7 +248,7 @@ "source": [ "## Calculate SPEI\n", "\n", - "The standardized precipitation evaporation index (SPEI) is calculated by first substracting the evaporation from the precipitation time series. By default the fisk distribution is used to calculate the SPEI, however for other regularly used distributions are lognorm, pearson3 and genextreme. This time series is also summed over a 30D rolling interval.\n", + "The standardized precipitation evaporation index (SPEI) is calculated by first substracting the evaporation from the precipitation time series. By default the fisk distribution is used to calculate the SPEI, however for other regularly used distributions are lognorm, pearson3 and genextreme. The code internally can also calculate the timescale (30D; SPEI1 in this case)\n", "\n", "For the literature we refer to: Vicente-Serrano S.M., Beguería S., López-Moreno J.I.: [A Multi-scalar drought index sensitive to global warming: The Standardized Precipitation Evapotranspiration Index](https://doi.org/10.1175/2009JCLI2909.1), 2010." ] @@ -245,18 +262,18 @@ "data": { "text/plain": [ "date\n", - "1980-03-30 0.557130\n", - "1980-03-31 0.480252\n", - "1980-04-01 1.515715\n", - "1980-04-02 1.646716\n", - "1980-04-03 1.559254\n", + "1980-01-30 -1.025023\n", + "1980-01-31 -0.896930\n", + "1980-02-01 0.115759\n", + "1980-02-02 0.142065\n", + "1980-02-03 0.323228\n", " ... \n", - "2016-10-27 -0.990875\n", - "2016-10-28 -0.958476\n", - "2016-10-29 -0.935378\n", - "2016-10-30 -0.905308\n", - "2016-10-31 -0.998937\n", - "Length: 13365, dtype: float64" + "2016-10-27 -0.271683\n", + "2016-10-28 -0.212795\n", + "2016-10-29 -0.171635\n", + "2016-10-30 -0.223138\n", + "2016-10-31 -0.250823\n", + "Length: 13425, dtype: float64" ] }, "execution_count": 7, @@ -266,8 +283,8 @@ ], "source": [ "pe = (prec - evap).dropna() # calculate precipitation excess\n", - "spei = si.spei(pe.rolling(f\"{f}D\", min_periods=f).sum().dropna(), freq=\"ME\")\n", - "spei" + "spei1 = si.spei(pe, timescale=30, fit_freq=\"ME\")\n", + "spei1" ] }, { @@ -308,7 +325,7 @@ } ], "source": [ - "sgi = si.sgi(head, freq=\"ME\")\n", + "sgi = si.sgi(head, fit_freq=\"ME\")\n", "sgi.plot()" ] }, @@ -340,7 +357,7 @@ "outputs": [ { "data": { - "image/png": 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", + "image/png": 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" ] @@ -351,12 +368,12 @@ ], "source": [ "f, ax = plt.subplots(3, 1, figsize=(12, 8), sharex=True)\n", - "si.plot.si(spi2, ax=ax[0])\n", - "si.plot.si(spei, ax=ax[1])\n", + "si.plot.si(spi3_pearson, ax=ax[0])\n", + "si.plot.si(spei1, ax=ax[1])\n", "si.plot.si(sgi, ax=ax[2])\n", "ax[0].set_xlim(pd.to_datetime([\"1994\", \"1998\"]))\n", "[x.grid() for x in ax]\n", - "[ax[i].set_ylabel(n, fontsize=14) for i, n in enumerate([\"SPI3\", \"SPEI3\", \"SGI\"])];" + "[ax[i].set_ylabel(n, fontsize=14) for i, n in enumerate([\"SPI3\", \"SPEI1\", \"SGI\"])];" ] } ], diff --git a/doc/examples/example02_distributions.ipynb b/doc/examples/example02_distributions.ipynb index fb8bc25..9a1c035 100644 --- a/doc/examples/example02_distributions.ipynb +++ b/doc/examples/example02_distributions.ipynb @@ -17,13 +17,30 @@ "cell_type": "code", "execution_count": 1, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Versions\n", + "python: 3.10.12\n", + "spei: 0.4.0\n", + "numpy: 1.26.4\n", + "scipy: 1.12.0\n", + "matplotlib: 3.8.3\n", + "pandas: 2.2.1\n", + "\n" + ] + } + ], "source": [ "from calendar import month_name\n", "import spei as si # si for standardized index\n", "import pandas as pd\n", "import scipy.stats as scs\n", - "import matplotlib.pyplot as plt" + "import matplotlib.pyplot as plt\n", + "\n", + "print(si.show_versions())" ] }, { @@ -89,392 +106,17 @@ "\n", "The internal plot.dist method can be used to plot the (cumulative) histogram and the scipy.stats distribution fit. The given distribution using a [maximum likelihood estimate](https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.rv_continuous.fit.html#scipy.stats.rv_continuous.fit) where a negative log-likelihood function is minimized. It can be important to visually check if the (cumulative) density function is actually valid for the (cumulative) histogram of the data. Let's first try that for the pearson3 distribution. \n", "\n", - "We'll reproduce some steps that are normally done internally. First we group the data per date (index) and year (columns). This way if we can easily group per given frequency on which we want to fit the distribution." + "We'll reproduce some steps that are normally done internally. Therefor we need to create the SI class and fit the distribution." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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366 rows × 37 columns

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" - ], - "text/plain": [ - " 1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 ... \\\n", - "date ... \n", - "2000-01-01 NaN 53.4 61.4 73.4 36.1 18.9 60.2 112.2 19.7 58.3 ... \n", - "2000-01-02 NaN 56.1 61.7 75.4 42.9 20.9 65.0 124.6 23.7 56.5 ... \n", - "2000-01-03 NaN 73.2 66.9 76.5 56.5 23.1 66.6 126.8 29.5 53.3 ... \n", - "2000-01-04 NaN 78.4 59.8 83.8 61.8 27.3 70.1 127.3 29.8 47.9 ... \n", - "2000-01-05 NaN 72.6 66.9 79.8 63.1 27.7 66.4 125.0 36.8 45.3 ... \n", - "... ... ... ... ... ... ... ... ... ... ... ... \n", - "2000-12-27 55.9 81.3 73.9 62.9 13.4 77.3 70.4 16.3 82.5 75.8 ... \n", - "2000-12-28 55.0 72.7 74.0 43.3 13.6 70.0 72.7 16.1 83.3 76.2 ... \n", - "2000-12-29 51.9 66.7 73.9 35.8 13.4 70.2 74.6 16.1 83.1 77.1 ... \n", - "2000-12-30 52.3 64.3 73.7 35.4 13.8 63.5 89.6 19.3 73.9 77.6 ... \n", - "2000-12-31 52.8 59.5 73.8 35.7 14.1 60.2 110.1 19.9 59.2 78.0 ... \n", - "\n", - " 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 \n", - "date \n", - "2000-01-01 58.1 61.5 23.4 77.9 55.0 109.5 124.2 81.2 81.7 34.8 \n", - "2000-01-02 66.8 49.9 19.7 76.0 52.8 115.5 126.3 82.6 83.7 38.1 \n", - "2000-01-03 61.9 38.2 19.1 72.9 52.9 112.6 122.4 85.2 84.2 41.4 \n", - "2000-01-04 59.5 37.1 14.6 68.8 44.2 118.5 118.2 86.5 94.6 56.8 \n", - "2000-01-05 60.5 39.9 17.3 60.9 41.4 125.3 118.0 83.5 94.4 57.5 \n", - "... ... ... ... ... ... ... ... ... ... ... \n", - "2000-12-27 76.1 30.8 65.0 59.3 99.8 107.7 56.4 79.6 84.2 NaN \n", - "2000-12-28 76.1 30.1 65.8 59.8 99.4 119.8 83.6 80.1 82.2 NaN \n", - "2000-12-29 76.6 29.8 58.9 59.7 100.5 122.1 84.6 81.1 79.7 NaN \n", - "2000-12-30 75.6 26.9 69.0 54.5 111.2 124.1 80.0 82.0 66.3 NaN \n", - "2000-12-31 62.5 24.0 77.4 54.5 114.2 124.0 79.9 81.9 36.9 NaN \n", - "\n", - "[366 rows x 37 columns]" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ - "dfval = si.utils.group_yearly_df(series=pe)\n", - "dfval" + "spei_fisk = si.SI(pe, dist=scs.fisk, fit_freq=\"ME\")\n", + "spei_fisk.fit_distribution()" ] }, { @@ -491,7 +133,7 @@ "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ "
" ] @@ -501,30 +143,26 @@ } ], "source": [ - "freq = \"ME\"\n", - "dist = scs.pearson3\n", - "\n", "f, axl = plt.subplots(4, 3, figsize=(6, 8), sharey=True, sharex=True)\n", "axsr = axl.ravel()\n", - "for date, grval in dfval.groupby(pd.Grouper(freq=freq)):\n", - " data = si.utils.get_data_series(grval).sort_values()\n", - " fd = si.dist.Dist(data=data, dist=dist)\n", - " cdf = fd.cdf()\n", - " p_value = fd.ks_test()\n", - " axsr[date.month - 1].plot(\n", - " data.values, cdf.values, color=\"C0\", linewidth=1, label=f\"KS {p_value=:0.2f}\"\n", + "for date, dist in spei_fisk._dist_dict.items():\n", + " cdf = dist.cdf().sort_values()\n", + " p_value = dist.ks_test()\n", + " i = date.month - 1\n", + " axsr[i].plot(\n", + " dist.data.loc[cdf.index].values, cdf.values, color=\"C0\", linewidth=1, label=f\"KS {p_value=:0.2f}\"\n", " )\n", - " axsr[date.month - 1].hist(\n", - " data.values,\n", + " axsr[i].hist(\n", + " dist.data.values,\n", " alpha=0.5,\n", " density=True,\n", " cumulative=True,\n", " bins=20,\n", " color=\"C1\",\n", " )\n", - " axsr[date.month - 1].set_title(month_name[date.month])\n", - " axsr[date.month - 1].grid(True)\n", - " axsr[date.month - 1].legend(loc=2, fontsize=6)\n", + " axsr[i].set_title(month_name[date.month])\n", + " axsr[i].grid(True)\n", + " axsr[i].legend(loc=2, fontsize=6)\n", "\n", "[ax.set_ylabel(\"Cumulative\\nProbability [-]\") for ax in axl[:, 0]]\n", "[ax.set_xlabel(\"PE [mm/d]\") for ax in axl[-1, :]]\n", @@ -547,7 +185,7 @@ "outputs": [ { "data": { - "image/png": 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jeeKJJ+p1a3Zjsn//fk6cOMHSpUvp3bu3TAAomrQtW7Zw5swZ1qxZQ3R0tCziK0QjJpfnmrF27dpRUFDAxIkTWb58ebN5M541axZffPEFYWFhfPbZZyZP3CZEYxQaGkp6ejpRUVH85z//wd3d3dYhCSFqIUWTEEIIIYQJZEyTEEIIIYQJpGgSQgghhDBB8xgZbAM6nY7U1FTc3d1lUU1RJ3q9noKCAoKDg2tck8zSJGeFJUjeiqbIUnkrRVMdpaamEhISYuswRDNw5coVWrdubfXjSM4KS5K8FU1RffNWiqY6qrrD5cqVK3h4eNg4GuvRaDRs27aN0aNH4+DgYOtwmqyazmN+fj4hISENdreU5Kwwl+Rtw5G8tRxr5q0UTXVU1U3s4eHR7H+RXVxc8PDwkF/kerjdeWyoSw6Ss8JckrcNR/LWcqyZt1I0WZhWq61xJfamSqPRYG9vT2lpqdFK202Fk5OTjIO4A71eT1lZma3DsJimnrMODg6GdSJF7eS9tnFpKXkrRZMFFRYWcvXqVZrT1Fd6vZ7AwECuXLnSJIsPDw8PWrVqZeswGrXU1FTy8/NtHYbFNPWcVSgUtG7dGjc3N1uH0mjJe23j01LyVoomC9FqtVy9ehUXFxf8/PyaZNLXRKfTUVhYiJubW4PcKWNJ+fn5ZGVlERAQ0GyWkLG0iooK8vPz8fHxaTaXPppyzur1ejIyMrh69SqdOnVqEZ/czSXvtY1PS8pb+UtiIRqNBr1ej5+fH87OzrYOx2J0Oh3l5eWoVKom+YuclZVFRUWFFE21qKioACoH26pUKhtHYxlNOWcB/Pz8SE5ORqPRNOs/PnUl77WNU0vJ26b3k2nkmsunnuZAfhamk3PVeMjPwjRynhqXlvLzkKKpiUpOTubhhx8GIDExkX79+pGSksL69esZMGAAQ4cOZeLEiQ0Wg6WsWLGCQYMG8cADD1QbZ3PgwAEiIiIYOnQo06ZNQ6PRUFBQwMiRIxk6dCgjR47k8uXLFo1HWE5LzFmAv/71rwwZMoTHHnvMMHC5U6dODB8+nOHDhxMXF2fReIRlSd7+kbcbNmxg4MCBjBo1iqtXr1o0nqZCiqYm7tq1a0yfPp0vvviCNm3a8Oabb7J79252797Np59+auvwzJKZmcm3337Lnj17mDJlCqtWrTJ6PCQkhO3bt7N7925CQ0P55ptvcHBw4IsvvmD37t389a9/5Z133rFR9MJULSlnjx8/zrVr1/jll1/o0qULGzduBECtVrNz50527tzJvffea4vQhZlaet5WVFSwbNkydu7cyZIlS1i6dKmNorctKZqasOzsbCZNmsTq1avp0qULACUlJezbtw+tVouXl1e15/Tp04e5c+cSERFRa4ERHR3N/v37AYiPj+e1114jPT2dESNGMGTIEB5++OFqt8QOHz6cwsJCAB5++GGSk5MpLS3l0UcfZeTIkbV+mrnZwYMHGTZsGAqFgjFjxrB3716jx4OCggxjGBwdHVEqlahUKoKDg422icarpeXsvn37GD16NIDR44WFhQwbNozp06eTnZ19p9MmbEzydi+JiYl07doVR0dHBg0axIkTJ0w4c82PjI61gpJyLRczCi2yrw5+bjg71jyo7siRIwwZMoS+ffsatsXGxhITE8Ps2bOZNWsWixcvNnpOTk4OL7zwguHywMyZM/H39zdqM3XqVNavX094eDj//e9/mTFjBl5eXsTFxWFvb8/8+fPZvn07nTp1um3sH3/8MSNHjuTPf/4zX331FWvWrOHFF19k1KhR1d4Ili9fTk5OjuEOLrVaXesfk8uXL7Nt2zZeeeUVw7by8nJee+01Pv7449vGJGrXEHnb0nI2JyeHoKCgao/v3bsXHx8fPv/8cxYvXswHH3xw27hE7SyVt/Jeaxz7rXl783OAJjmXlCVI0WQFFzMKue+DPRbZ13fzBtO9lbrGxyIjIwkODmbRokUsWbIEgH79+vH1119TXl7OmDFjOHfunOGTEYCbmxudO3cGoFevXiQlJVX7RR40aBAvvfQS5eXlnD17lh49epCVlcUzzzxDTk4Oqamp9OnTx+gX+eZBgFVzp5w5c4aDBw/y+eefo9FoGDJkCFD5iaomqampXLhwAYC8vDy8vb2rtcnPz+exxx7js88+M5rpde7cuTz99NN3fHMRtWuIvG1pOevp6Wn41H/z4z4+PkBlT4EU+vVjqbyV99o/1JS3N28DmvUdcrcjRZMVdPBz47t5gy22r9tZvnw5EydOZO3atcyePZvExEQ6deqEo6MjarW62uRvhYWFJCYm0rFjR06cOEFoaGi1fSoUCgYNGsTrr7/OqFGjAPjyyy+57777eOKJJ5g3b161/Xp5eXH16lU6duzI6dOnAejSpQsRERE89thjAIbBhLV9+rnnnntYtmwZAD/99BODBg0yalNRUcHUqVNZvHix4c0I4PXXX6d9+/ZMmTLltudK3F5D5W1LytmBAweybNkyZsyYYXi8vLwcvV6Pk5MTv/zyCx07drzT6RS3Yam8lffaP9SUt506deLs2bOUl5dz6NAhevbsedvz1VxJ0WQFzo52tX5isTSlUsm6deuIjIykdevWrFy5koyMDJRKJUOGDKFr165G7b28vFi+fDmHDx9m4sSJBAQE1LjfqVOnMmDAAMN165EjRzJz5ky2bNlS49woTz/9NJMnT6Znz56Gfc6dO5e5c+eydu1aAF544QXGjx9f66cfgPHjxzNo0CC8vLyIjY0F4LnnniMmJoaNGzeyf/9+li5dytKlS3nqqacYOHAgS5cuZfDgwWzfvp2IiAhiYmLMP5GiwfK2JeVsWFgYAQEBDBkyhDZt2vDiiy+Sk5PDuHHjcHV1xcnJqckNIm5sJG8bJm8dHBx47rnnGD58OCqVin//+9/mn8RmQKFvTvPQN6D8/HzUajV5eXl4eHhQWlpKUlIS7dq1a9STBPbr149Dhw6Z3F6n05Gfn4+Hh0eTG2TdmH4mGo2GrVu3Mm7cOKNVt2/OIWur6XiN6RzVpiXlLDSun0ljzNvGdH5uR/LWdqyZt9LT1MLt2rWr2gDG+Pj4Fnu9WjR+krOiKZK8bR6kaGphbv3kM2zYMHbu3GmbYIQwgeSsaIokb5unptcHKIQQQghhA9LTZGH5+fno9fpmsw5P1SKSpaWlTe46e0lJia1DaDKa07lqyjmr1+spKCgAWs5aXnUl77WNR0vKWymaLMTJyQkPDw+ysrLIysqydTgWo9frKSkpwdnZuUn+MqhUKhwdHW0dRqPl6OiISqUiLS3N1qFYTFPPWQAPDw/J21rIe23j1RLyVoomC1EoFLRq1YqAgAAqKipsHY7FaDQadu/ezdChQ40mk2wqZGmV21MqlbRt25by8nJbh2IxTT1n7e3tsbeXt+bayHtt49RS8rb5v8IG1twSx87OjoqKClQqVZP8RRZ3VrWGX3MhOdsyyHutsIXmk3FCCCFEU/fLMlDoKv8/YqFtYxHVyHULIYQQQggTSNEkhBBCCGECky7P1bTa/O0oFAqOHDlC27Zt6xSUEEIIIURjY1LRlJuby/Lly1Gr77wool6v5+mnn662srIQQgghRFNm8kDwqVOn4u/vb1LbefPm1TkgIYQQQojGyKSiSafTmbXTqplBhRBCCCGaC5sPBF+1ahWhoaGoVCrCw8M5cODAbdtv2LCBLl26oFKp6NGjB1u3bjV6fNOmTYwePRofHx8UCgXHjh2rto/hw4ejUCiMvv7yl79Y8mUJIYQQopmpV9Hk4eHBpUuX6vz8r776igULFrB48WKOHDlCr169iIqK4saNGzW237dvH9OmTePxxx/n6NGjTJgwgQkTJnDq1ClDm6KiIgYPHsxbb71122PPmTOH69evG77efvvtOr8OIYQQQjR/9Sqa9Hp9vQ6+bNky5syZw+zZs+nWrRurV6/GxcWFTz/9tMb2K1asYMyYMbz00kt07dqVpUuX0qdPH1auXGlo89hjj7Fo0SIiIyNve2wXFxcCAwMNXx4eHvV6LUIIIYRo3mx2ea68vJzDhw8bFTdKpZLIyEgSEhJqfE5CQkK1YigqKqrW9rcTGxuLr68v3bt3Z+HChRQXF5u9DyGEEEK0HPVaRuXRRx+tcw9NZmYmWq2WgIAAo+0BAQGcO3euxuekpaXV2N7cFdqnT59O27ZtCQ4O5sSJE/z1r3/l/PnzbNq0qdbnlJWVUVZWZvg+Pz8fqFxkUaPRmHX8pqTqtTXn19gQajqP1j6nkrPN9zU2FMnbhmM413rlzRttFE3TZs28rVfR9NFHH1kkiIY2d+5cw/979OhBUFAQo0aN4uLFi3To0KHG58TExPD6669X275t2zZcXFysFmtjERcXZ+sQmoWbz6O1ezclZyVnLUXytuHEFd71xze33OgkzGONvDWpaHr//feZO3euySuhr169mkceeQR3d/da2/j6+mJnZ0d6errR9vT0dAIDA2t8TmBgoFntTRUeHg7AhQsXai2aFi5cyIIFCwzf5+fnExISwujRo5v1eCiNRkNcXBz33nuvrLxdDzWdx6pP0NYiOSs5W1+Stw3HcK7dfsOhasHeIQtu/yRRI2vmrUlF0/PPP8+0adNMLppefvllRo8efduiydHRkb59+xIfH8+ECROAyvmg4uPjiY6OrvE5ERERxMfH89xzzxm2xcXFERERYVJctamaliAoKKjWNk5OTjg5OVXb7uDg0CLemFvK67S2m8+jtc+n5KyZr3NHjPH3ssK8geRtw3FQ6P4omn5/vTvP32DW2oNEdvVnxdTeuDrV6yJRi2GNvDXpzOv1ekaNGoW9vWk/qJKSEpPaLViwgJkzZ9KvXz/69+/P8uXLKSoqYvbs2QDMmDGDVq1aERNT+WY2f/58hg0bxnvvvcf48eNZv349hw4dYs2aNYZ9Zmdnk5KSQmpqKgDnz58HMNwld/HiRdatW8e4cePw8fHhxIkTPP/88wwdOpSePXuaFLcQQgjREC5nFTFr7UEAfj57g6dij/Dv2fegUChsHFnLZFIVtHjxYrN2+uCDD5q0yO+UKVPIyMhg0aJFpKWlERYWxo8//mgY7J2SkoJS+ceguIEDB7Ju3TpeeeUV/v73v9OpUyc2b95M9+7dDW2+/fZbQ9EFlcu/VL2G1157DUdHR37++WdDgRYSEsKkSZN45ZVXzHqNQgghhLW9/dN5gtQq4hYM41ByNrPWHuT7k9e5r2ewrUNrkaxSNJkjOjq61stxO3furLZt8uTJTJ48udb9zZo1i1mzZtX6eEhICLt27TI3TCFEC1FUocReqcdJLtcJG0vNLWHryeu8MaE7bk72DO/sz5BOvqzacZHxPYKkt8kGbL6MimjZcovLOZqSQ4XWvPUNhbCG1Ul+3B3fnc5xPZh5ONTW4YgW7n9Hr6Gyt+PBsFaGbXOGtOfs9XxOXsuzYWQtlxRNwmb2XsgkbEkcEz/cx4Or9pJdVG7rkEQLtiPDnTd/C2J66ywAdmV6cKGw+oBkIRrKluOpRN0dgNtNA78HdfTFz92J/x29ZsPIWi4pmoRNZBeVM+/Lo7ir7Fk7+x7S8kr569cn6r00jxB1odPpWXo+iEHeBfyj2zXORZ4k1KWMJedk3IiwjfRSe86lFTCyq/GEznZKBQ/0CmbL8VS0Onm/bGhSNAmbWL3rIhqtju0vDGdEZ3+WTuhO3Jl0Ei5l2To00QLtuZDJpSIVz3dMR6EAlZ2e5zumszvLnbMFpk21IoQl7c5yR6GAwR19qz02pnsgmYXlnLia2/CBtXBmF007duywRhyiBSksq+DL/Sk8Et4WP3cn2BHD2IzP6OZewkebfrZ1eKIF+vJACl3cSujr+cesweMCcglWlfN5io8NIxMt1S+ZbvRopcbb1bHaY71DPPFQ2bPzfIYNImvZzC6axowZQ4cOHXjjjTe4cuWKNWISzdz3J1IpLK9gRkRbwzaFAp4IzeCXLHeuZMviyaLhlGq07DyfwQNBudx8M5KDEh4KzuH7NDVlOrlLSTSsg7muRLSvuWC3t1MypJMfO3+ToqmhmV00Xbt2jejoaDZu3Ej79u2Jioriv//9L+XlMohXmGbryTT6h3oT7OlstH2Mfx4udloZ4Cga1L6LmZRotIz2r77MwoSgXPIr7NmRUfvqBkJY2vVSB66XOtK7jVetbYZ19uPE1Vxy5AaaBmV20eTr68vzzz/PsWPH2L9/P3fddRdPP/00wcHBPPvssxw/ftwacYpmIq9Yw94LmYzrUX3JGhd7PWMC8th8TIom0XDiztygna8rHVzLqj3W0a2MLm4lbLuhtkFkoqU6llv5gbJ3G89a2wzs4INeDweTsxsoKgH1HAjep08fFi5cSHR0NIWFhXz66af07duXIUOGcPr0aUvFKJqRHedvUKHTE3V3zYssR/nncymjiKTMogaOTLRUCRczGdLJl9rmCRzhV8DODHe5U0k0mKN5rrRSlRPgUftNCK29XAhWqziQJEVTQ6pT0aTRaNi4cSPjxo2jbdu2/PTTT6xcuZL09HQuXLhA27Ztbztrt2i59l7IpHOAO4Hqmt8MBvsU4mivJP5segNHJlqiGwWlJGcV079d7cs+jfTLJ1tjz3G5U0k0kKO5LoSp7zy2s387b+lpamBmF03z5s0jKCiIJ598krvuuoujR4+SkJDAE088gaurK6Ghobz77rucO3fOGvGKJkyv17PvYhYDO9Z+N5KrvY6I9j7En73RgJGJlupgUg4A/UNrL5p6q4tR21ew45zkpLA+nR5OF6joqb7zwvf3tPPmVGo+RWUVDRCZgDoUTWfOnOGDDz4gNTWV5cuXGy2WW8XX11emJhDVXMku4VpuCQM7VJ935GYjOvtx6HI2JeXaBopMtFQHk7Np6+OC/20ug9grK3tA917IbMDIREt1pcSRYq0dXdzvXDSFt/NGq9NzJCWnASITUIeiafHixUyePBknJ+PlBSoqKti9ezcA9vb2DBs2zDIRimZj38VMlAoIb1/7p3qAiA6+aLR6Dl+WNwJhXQeSsrnnNr1MVQZ4F3Liap58ohdWd76g8m9rV/fSO7bt4OeGl4sDB5PlvbKhmF00jRgxguzs6tdQ8/LyGDFihEWCEs3Tocs5dAv2wEPlcNt2dwW44ePqyK8yO7iwolKNlvPpBYSFeN6xbYR3ERU6KeSF9Z0vVOHtUIGfYwXsiDH+uoVCoSAsxJPjV3IbPtAWyv7OTYzp9XoUNdxmkpWVhaurq0WCEs3TsSu5DGjvXeMv/80UCgUD2vvIkirCqs6lFaDV6enR6s7TCXRwLcPXrbKQH3qXXwNEJ1qqcwUquriX1Ho35616hXjy2b7kWv82C8syuWh66KGHgMo/aLNmzTK6PKfVajlx4gQDBw60fISiWcgv1XAxo5C/DOsA1ecQrGZAe29e33KG4vIKXBzNru2FuKNT1/KwVyroHHjniSsVCghv7yO9n8LqfitUMdLPhDfJ34WFeJJbrCElu5i2PtJxYW0mX55Tq9Wo1Wr0ej3u7u6G79VqNYGBgcydO5cvvvjCmrGKJuzElTz0eky6FAIQ0cFHLocIqzqdmkenAHdUDnYmtR/Q3kfGNQmrKtPC5WJHupgwnqlKr9aeQGVPvrA+kz/Cr127FoDQ0FBefPFFuRQnzHLsSg7uKnva+5qWNx383PB0ceDw5RyGdJLLIcLyTl3Lp3uwh8ntw9t5U6HTc/xKLgNrWHleiPpKKwY9Crq6mV40ebk60tbHhWNXcnkwrJUVoxNQhzFNixcvtkYcorm5ZdzSsSuRhIV4olSads1doVDQO8STIym5VghOtHTlFTrOpxXwcN/WJj+no58b7ip7jqTkSNEkrOJ6iQIFejqaUTRBZW+TDAZvGCYVTX369CE+Ph4vLy969+5928FmR44csVhwonnQ6yu7jqf1b2PW8/q08WLNL5fQ6fQmF1tCmCLxRgHlWh3dW5ne06RUVt6pJIW8sJYbJQqCVRqc7cxbsicsxJMfT6eh0epwsKvX6mjiDkwqmh588EHDwO8JEyZYMx7RDKWVOZBZWG7SXUqAoZeqT44bBaXtuZhRSKcAWWVeWM7Z6wUAdAk0vWhiRwx9df58luwrdyoJq7hRAu1qWDj6TnqFeFJeoePc9QJ6tJbFpa3JpKLp5ktycnlOmOtsQeVsy93MGD8C0EtdjFIBR1JypGgSFpV4o4DWXs64Opk3QqGPZzHLL9pzKbOIDn5uVopOtFQ3ShWE+ZWb/by7gz2wVyo4diVHiiYrk348YXVn8p3xUNnTytPZrOe52eu4K8CdI5dzrROYaLEupBfSyd/8oidMXYwCPUfkrk5hYRVaHZml0N7F/J4mlYMdXYLcOX41zwqRiZuZ9DHLy8vL5K7ommYLFy3b2QIVXYM86nQ5o09bLw4mSU4Jy0q8UUjU3QFmP8/DQcddbqUcSclhcr8QK0QmWqqruSVo9Yo6XZ4D6Nnak0PJ8l5pbSYVTcuXL7dyGKI5O1vgzNAO5l2aq9KnjRfr9qeQV6JB7Xz75VeEMEWpRsuVnGI6+dftkm8fz2Lp/RQWdymzGID2ruZfngPo1VrNlwdSKCyrwM3My87CdCad2ZkzZ1otgFWrVvHOO++QlpZGr169+OCDD+jfv3+t7Tds2MCrr75KcnIynTp14q233mLcuHGGxzdt2sTq1as5fPgw2dnZHD16lLCwMKN9lJaW8sILL7B+/XrKysqIioriww8/JCDA/E+e4vaKKxQkFTvyl6C6Fk2eABy/kivLVwiLuJhRiF4PHQPqNiapt2cx608XkF+queM6ikKYKimzCEelngAnTZ2e3yvEE72+cqb7Ae19LBydqGLSmKb8/Hyj/9/uyxxfffUVCxYsYPHixRw5coRevXoRFRXFjRs3amy/b98+pk2bxuOPP87Ro0eZMGECEyZM4NSpU4Y2RUVFDB48mLfeeqvW4z7//PNs2bKFDRs2sGvXLlJTUw3LxAjLOlfojB6F2YPAq7TzdUXt7CCz3QqLuXCjEICOdRjTBNDXs7hyGg2ZekBYUFJmEf7OUNfZVTr6ueHsYMeJq7kWjUsYM3lM0/Xr1/H398fT07PGsSlVt+BqtVqTD75s2TLmzJnD7NmzAVi9ejXff/89n376KX/729+qtV+xYgVjxozhpZdeAmDp0qXExcWxcuVKVq9eDcBjjz0GQHJyco3HzMvL45NPPmHdunWMHDkSqJztvGvXrvz6668MGDDA5PjFnZ0pUGGn0Nf5D1TVKt5HU2TgrbCMxPRCAj1Ude4lau9ShqeLA0dScqT3U1jMxYwi/FXmzc90M3s7Jd1beVQfDH7rAukjFtb5GMLEomn79u14e3sDsGPHDoscuLy8nMOHD7Nw4R8/QKVSSWRkJAkJCTU+JyEhgQULFhhti4qKYvPmzSYf9/Dhw2g0GiIjIw3bunTpQps2bUhISKi1aCorK6Os7I8BelW9ahqNBo2mbt2pTUHVazP7NeorOzFP5zvT3qUMO3RoNDqjx0wMgJ6t3Pli/xXKy8ub7Nw4NZ1Ha+eN5GzNr/F8Wj7t/VyqP25GXvZqreZwcnazPo8geduQkjKLuMcLNLfLw5tf/y/L/vj/kMq/iz2CPdh2Jh3N9puvtNyyv2Z8DqtYM29NKpqGDRtW4//rIzMzE61WW20cUUBAAOfOnavxOWlpaTW2T0tLM/m4aWlpODo64unpadZ+YmJieP3116tt37ZtGy4uLiYfv6mKi4sz8xldAEjItcPHWc/WrVurPWaSrVvR5CjIKbbj800/4GferAWNzs3nsbi42KrHkpytOWePJ9nRxfPWnARz8tK1JJ0dqUq++35rnS+nNCWSt9ZVXAFZRfb4B+uJK7yr9oa1vY/+vl2bqeBqrh3/ze6CW20dqdXyvvmyRt7WaYh9Tk4On3zyCWfPngWgW7duzJ4929Ab1RwtXLjQqJcrPz+fkJAQRo8ejYdH3cbrNAUajYa4uDjuvfdeHBzMuJzxyzJ0elhY0pU/BWUwzj2zbgEMWcDAYg2rY3bg2bE343oF1W0/NlbTeTR3DKC5JGfvxeHXD4weK494jgX744ns34Vx99wyZcDNn9zvwHPUTLZ+dpjO9wyt03xPTYXkbcM4diUXDh7AX6XnXrffcFDoam445KYrLTX0NHXPLubf/9xDgPYqw7wL77yPZsqaeWt20bR7927uv/9+1Go1/fr1A+D9999nyZIlbNmyhaFDh5q0H19fX+zs7EhPTzfanp6eTmBgYI3PCQwMNKt9bfsoLy8nNzfXqLfpTvtxcnIyLCVzMwcHB/OKiSbK7Nep0JFU7Eix1o7uHsW1vwnc+cD4qR1o7+vKyWv5PNzPvPXrGpubz6O180Zy1qFa3iX9vAqtrjNd0rbgsKfYeHyHGTnat50vSgWcTC2gWysvS4XcaEneWldKTuXlSH9ncFDoan+/vPn139zm9+3t/T3wcnHgVL6KSP9aioRmeg5rYo28NXtG8GeeeYYpU6aQlJTEpk2b2LRpE5cuXWLq1Kk888wzJu/H0dGRvn37Eh8fb9im0+mIj48nIiKixudEREQYtYfK7rfa2tekb9++ODg4GO3n/PnzpKSkmLUfcWdnCyqvpXV1N2/F7pqEtfHkqNxBJ+opsbBySZ9OdZxAsIqbk73MVi8sY0cMlw5vI8BJg5Nd/XalUCjo0dqTE/nN8zJmY2B2T9OFCxfYuHEjdnZ//HTt7OxYsGABn3/+uVn7WrBgATNnzqRfv37079+f5cuXU1RUZLibbsaMGbRq1YqYmMrR//Pnz2fYsGG89957jB8/nvXr13Po0CHWrFlj2Gd2djYpKSmkpqYClQURVPYwBQYGolarefzxx1mwYAHe3t54eHgwb948IiIi5M45CztToMLPUYOfU0W999U7xJNvj6VSqtGicqjnO4tosRILnfBxrMDL0fS7fGsjs9ULS7lU5ER71zJAVe99hbVWsy7ZGb0emuh9M42a2T1Nffr0MYxlutnZs2fp1auXWfuaMmUK7777LosWLSIsLIxjx47x448/GgZ7p6SkcP36dUP7gQMHsm7dOtasWUOvXr3YuHEjmzdvpnv37oY23377Lb1792b8+PEATJ06ld69exumJAD45z//yX333cekSZMYOnQogYGBbNq0yazYxZ2dK3CmiwV6mQB6t/GiQqfndKqsrSTqLrFIRUdXy+RknzZeJN4oJK+k+d+NJKzrUpET7eqw5lxNerb2JLPcgWulLecyXEMyqafpxIkThv8/++yzzJ8/nwsXLhh6Zn799VdWrVrFm2++aXYA0dHRREdH1/jYzp07q22bPHkykydPrnV/s2bNYtasWbc9pkqlYtWqVaxatcqcUIWZzhWqGB+QW7+d/D7HSGcdOCm7czQll75tm+8NB8K6LhQ6cY9XkUX2VTVb/bEruQyT+ZpEHWn1kFTsxMOtci2yv54hagBO5LnQ2lk+ZFqaSUVTWFgYCoUCvf6Pibdefvnlau2mT5/OlClTLBedaLLyNUquljharKfJQQk9PUo4ejgBKr764wGZqE2YqEIHSUVOTG9tmUtq7Xxd8XJx4MjlHCmaRJ2lljpQrlPS3rWMWu53M4u/u4pgVTnH85wZFyhFk6WZVDQlJSVZOw7RzPz2+4BbSxVNAGGexWxNU1tsf6JlSSlxpFyvpJObZXJSoVDQu40XR2S2emGum2bpvlRUOWVFO5cyTtZ/qB1Q+QHzeJ4MBrcGk4qmtm3bWjsO0cycLVBhr9DToZ53Kd2st7qYfyX7caPMHn8LDC4XLUvVnXMd3SyXk33aePJ/uy+h0+lRtoRZLoXFJRU54ajQEeys4aQlupqAnupiPrzkj05f97XsRM3qNLklwJkzZ0hJSaG8vNxo+wMPPFDvoETTd67QmQ6upTgq676W0q16e1bO6Ho014WoAOtOsCeanwtFTnjYV+DnaIGC+/eegj7ZrhSUduBCRiF3BbjXf7+ixUkqdqKtSzl2FixuwtTFFGrtuFTkZNEPCaIORdOlS5eYOHEiJ0+eNBrnVLUmmDkL9orm61yByqKX5gCCVBoCnDQcy5OiSZgvsVBFJ7cyi96G3UtdghI9Ry7nSNEk6uRSkRPtLNgjD9DdowSAY3kuUjRZmNlTDsyfP5927dpx48YNXFxcOH36NLt376Zfv3413u0mWh69Xs/5AhVdLDR25Ga91cUczZVr9cJ8F4qc6GSh6QaquNrr6OxeKuOaRJ0lFZsx3cCOmD++bsPDQUd711JO5DXxxTobIbOLpoSEBJYsWYKvry9KpRKlUsngwYOJiYnh2WeftUaMoom5mlNCodbO4j1NUDkY/ES+M1rLXfUTLYBODxcKVVb51N3Hs5gjKbkW369o/kq1Cq6VOPw+saVlhallMLg1mH15TqvV4u5e2Q3t6+tLamoqnTt3pm3btobZt0XLdi6tAICu7iUW33dvdTHFWjt+K1RZZHkW0TJcK3GgVKe02MSWN+ujLiL2VCF5xRrULjKhoDBdSokjehT1vzxXQ89TT49ivruuplynsOjY0pbO7J6m7t27c/z4cQDCw8N5++232bt3L0uWLKF9+/YWD1A0Peeu56O2ryDACne49fAoxk6h55hcohNmSCz6fc05K/U0ARy9IpfohHkuFVUuTNzOpfwOLc3XS11MuV7JuYL6L80i/mB2T9Mrr7xCUVHljLpLlizhvvvuY8iQIfj4+PDVV1/d4dmiJTiXVkAX91KrrHvkYq+ns1spR/NcmBYi634J0yQWqnCx0xKsumXJkzuMDTFFqEs53q6OHEnJZXhn/3rvT7QcSUVOuNtr8XWsoML8Pozb6upeir1Cz/E8F3qqLd/r31KZXTRFRUUZ/t+xY0fOnTtHdnY2Xl5ehjvoRMt2Ni2foVa8dBamLuZQrqvV9i+an8RCJzq5WvbOuSoKReWC0kdlMLgwU1KxE+1dfs9LC19BU9np6epewtE8Fx4jy7I7b8HqVdpeuXKFK1eu4O3tLQWTAKBUoyU5s8gqg8Cr9PYsJrHQiXyNZT+ZieYrsUhFRyvczVmlX6g3hy/noNHqrHYM0fwkWWG6gZv18yziQI58wLQks//qVFRU8Oqrr6JWqwkNDSU0NBS1Ws0rr7yCRiOrfbd0iemF6PTQxc163cG91cXoUXAiX8Y1iTvT6ysX6rXGeKYqA9p7U1yu5cRVWetLmC6p2NH06QbqINy7iKsljlwvvekGBROnLRA1M7tomjdvHmvWrOHtt9/m6NGjHD16lLfffptPPvlEphwQnE3LR6GAu6z4qb69axnu9loZDC5Mcr3UgSKtnVVzskcrNa6Odvx6SS6DCNPkaZRkljtYvacJkN4mCzJ7TNO6detYv349Y8eONWzr2bMnISEhTJs2jY8++siiAYqm5dz1Atp6u+Bib71bXJWKynFNR2UOEmGCxN/vULL0xJY3s7dTck87b369lMUzIzpa7Tii+Uj6PS/bu1r+zrkqvk5a2ruWcjDHhQeDcq12nJbE7J4mJycnQkNDq21v164djo6OlohJNBU1dPOeSs3j7mC11Q/dW13MsTwXwzI+QtQmsVCFSqmjlbN1hw9EtPfhUHIO5RUyrkncWVJxZdEUasXLcwD9PYs4KD1NFmN20RQdHc3SpUspK/vjB11WVsY//vEPoqOjLRqcaFp0Oj1nUvO5u5WH1Y/V27OYrHJ7rmTLrbTi9hILKweBW3u19wHtfSjRaDl5Lde6BxLNQlKRE/5OGtzsrVtk3+NVxPlCZ3LL7ax6nJbCpMtzDz30kNH3P//8M61bt6ZXr14AHD9+nPLyckaNGmX5CEWTcTm7mMKyCroHq+GadY8Vpq6cUPBgcjZtfOQynahdYlHldAPWdnewB25O9iRczKJvW2+rH080bRfNWXOuHvp7VY5rOpTrQqR/gdWP19yZVDSp1caXWyZNmmT0fUhIiOUiEk3WqWuVdw7dHexh9aLJy1FLF7cSEi5lMalva+seTDRZen1lT1OkX751D7QjBnugv0covx7OIXpkJ+seTzR5Fwud6Pd7QWNNrZ01BKnKOZDjJkWTBZhUNK1du9bacYhm4FRqHsFqFT5uTg1yvAjvQrZdlLuVRO1ulNlTUGFn1ekGbhbhXch7iYGUarSoHORyiKhZha5yCZVpra2/qoFCAQO8itiXLeOaLKHOswNmZGSwZ88e9uzZQ0ZGhiVjEk3U6Wv53N3K+oPAq0T4FHEtt4Qr378rc46IGhnWnLPinXM3G+JTSKlOyYEkWeJH1C6lxJFyvZJOVpwG42aDfQo4le9Cloxrqjezi6aioiL+/Oc/ExQUxNChQxk6dCjBwcE8/vjjFBcXWyNG0QTo9XpOpeZVjmdqIOFeRSjQk5Dt1mDHFE1LYqETjkodIVZYELUmnd1KCXQqZ9dv8kFS1C6xsLKY79hAPaBDfAsB2Jsl75X1ZXbRtGDBAnbt2sWWLVvIzc0lNzeXb775hl27dvHCCy9YI0bRBFzLLSG3WEP3BrhzroraQcvdHiVSNIla/VaoooNrGXYNtMqTQgHDfQvYef5GwxxQNEkXipxQ21fg51jRIMfzd6qgs1sJv2S5N8jxmjOzi6avv/6aTz75hLFjx+Lh4YGHhwfjxo3jX//6Fxs3brRGjKIJOHWtcqBt9wa8PAcQ4V1EQrYrMl2TqMm5AhWdG+gSSJVhvgVczCjiSrb0vIuaJRaq6ORmnQWkazPEp5A9WW7yXllPZhdNxcXFBAQEVNvu7+8vl+dasNOpefi6OeHv3jCDwKsM9C4krcyRS8UNe1zR+Ol0es4XquhqxcWjazLIpxA7pUIu0YlaVRZNDZuXg30KuF7qyMUiea+sD7OLpoiICBYvXkxp6R8/8JKSEl5//XUiIiLqFMSqVasIDQ1FpVIRHh7OgQMHbtt+w4YNdOnSBZVKRY8ePdi6davR43q9nkWLFhEUFISzszORkZEkJiYatQkNDUWhUBh9vfnmm3WKX8CxK7n0aq1G0ZAfnYBwr0IcFTp2ZcolOmEsJaeYYq0dXd0bdgJUDwcdfdUF7Ny7VxZGFdVodXouFDnRsQHmDrtZuHcRjgodu2VcU72YXTQtX76cvXv30rp1a0aNGsWoUaMICQlh3759rFixwuwAvvrqKxYsWMDixYs5cuQIvXr1Iioqihs3ah4TsG/fPqZNm8bjjz/O0aNHmTBhAhMmTODUqVOGNm+//Tbvv/8+q1evZv/+/bi6uhIVFWVU6AEsWbKE69evG77mzZtndvwCdHo4lpROH+3xBv8j4WKvJ9y7iB0ZDTeWSjQNZ69XzknT0D1NAKP8CtiT5U5xRcN+iBCN37WcEsp0DXfnXBVnu8r3yu3yXlkvZhdNPXr0IDExkZiYGMLCwggLC+PNN98kMTGRu+++2+wAli1bxpw5c5g9ezbdunVj9erVuLi48Omnn9bYfsWKFYwZM4aXXnqJrl27snTpUvr06cPKlSuByl6m5cuX88orr/Dggw/Ss2dPPv/8c1JTU9m8ebPRvtzd3QkMDDR8ubrKPBZ1caHIiYIKO3qrbXN5drhvAftzXCkub5hBlaJpOJdWiK+jBj+nhs+LsQF5lOqU7MyUP1DCWOKNymK+oeYOu9lo/3x+zXYjT1Pn2YZaPJMmt6yi0Wjo0qUL3333HXPmzKn3wcvLyzl8+DALFy40bFMqlURGRpKQkFDjcxISEliwYIHRtqioKENBlJSURFpaGpGRkYbH1Wo14eHhJCQkMHXqVMP2N998k6VLl9KmTRumT5/O888/j719zaekrKzMaL29/PzKgc8ajQaNxroLgdpS1Wur8TXqK3/xDuW4oURPV48yNPqG/2Uc4lvI0vNKfvntBiM7+zX48U1R03m0dt609Jw9ez2PLu6lNsnJIOcKurqX8H26mnsDCqCJnm/JW8s7cy0Xd3stPo5ao9ys+r8183WYXwEVZxX8nKHmgaC8JpuXd2LNvDWraHJwcKh2ias+MjMz0Wq11QaWBwQEcO7cuRqfk5aWVmP7tLQ0w+NV22prA/Dss8/Sp08fvL292bdvHwsXLuT69essW7asxuPGxMTw+uuvV9u+bds2XFya/9pncXFxNWztAsC3mUoCXWB3yV0NG9Tv9HrwcdLzn7jDlF5s3CvM33werX3jREvP2WPJmfT2dWVrQRebHL+dp4Kfr6n4Js8Nh1vGXTY1kreWs/03Jf7OSn4orDkv4wqt+z4a4qrnP6mtsHcLgiael3dijbw1q2gCeOaZZ3jrrbf4+OOPa+2VaQpu7q3q2bMnjo6OPPnkk8TExODkVP3ugoULFxo9Jz8/n5CQEEaPHo2HR/PtgtdoNMTFxXHvvffi4OBg/OAvlQXmB0UdGepdzDj3VBtEWOmwfxDbC1oxduyQBh+MboqazmPVJ2hrabE5u3s53+TeRU65gnE+VxnnnmeTODqFOLH1Sifcyq4xalL9e+ZtQfLW8pb/tochXimMc08z2q7RK4krvIt73X7DQWG9D3/JQX6sSfJllOt5nIY9b7Xj2JI189bsqufgwYPEx8ezbds2evToUW0c0KZNm0zel6+vL3Z2dqSnpxttT09PJzAwsMbnBAYG3rZ91b/p6ekEBQUZtQkLC6s1lvDwcCoqKkhOTqZz587VHndycqqxmHJwcKheTDRDNb5OhY48jZILRSqebJdh1V/0OxkTkMd/rvhw/kYJPVo37FxR5rj5PFo7b1pszip0pP6+DmoP92Kb5WU39xI6uJay7YY7Y5r4+Za8tYyisgqSs4t5Kqik1rx0UOismrNjA3L554UA9me5MKqJn887sUbemn3x1NPTk0mTJhEVFUVwcDBqtdroyxyOjo707duX+Ph4wzadTkd8fHyt0xdEREQYtYfKLriq9u3atSMwMNCoTX5+Pvv377/tlAjHjh1DqVTi7+9v1mto6Y7nVXaX9/G07Rxd4V6FeLs68v3J6zaNQzQOKUUKnJU6OjTwbd23eiAwlx/T1RSVyU0KAs6lFaDXVxbUttLJtYzObiV8c93TZjE0ZWb3NK1du9aiASxYsICZM2fSr18/+vfvz/LlyykqKmL27NkAzJgxg1atWhETU3kb+/z58xk2bBjvvfce48ePZ/369Rw6dIg1a9YAoFAoeO6553jjjTfo1KkT7dq149VXXyU4OJgJEyYAlYPJ9+/fz4gRI3B3dychIYHnn3+eRx99FC8vL4u+vuZuf44rvo4a2rvY9o+TvRKi7g7gh1PX+euYzo3yEp1oOCmFCu72KMHexjcJPdQqh39eDOTHU2lM6tvatsEImztzPR97pcImd85VUShgQlAuKy4GUBj3Fm72N/VqjVhY+xMFYEbRpNPpeOedd/j2228pLy9n1KhRLF68GGdn53oFMGXKFDIyMli0aBFpaWmEhYXx448/GgZyp6SkoFT+8c43cOBA1q1bxyuvvMLf//53OnXqxObNm+nevbuhzcsvv0xRURFz584lNzeXwYMH8+OPP6JSVS6S6OTkxPr163nttdcoKyujXbt2PP/889XuyhN3lpDtRrh3UYMuB1Cbsd2D+PLAFU6n5te8nMvN80fJm0OzdrlQwcRA232arxLirGGAVyFfH7kqRZPg7PV8Ovq74aS07VomDwbl8lZiED+lezCpVa5NY2lqTC6a/vGPf/Daa68RGRmJs7MzK1as4MaNG7XOp2SO6OhooqOja3xs586d1bZNnjyZyZMn17o/hULBkiVLWLJkSY2P9+nTh19//bVOsYo/FFUoOZHnwsSga7YOBYCIDj54ujjww6nrDb4Gnmg8ssrtyC5T0MNG84bdalKrHF465cbVnGJae7lUn/xVCvgW40xqPt2CbD+YPfj3Yn7zdS8pmsxkcuf1559/zocffshPP/3E5s2b2bJlC7Gxseh0jfsWb2E9h3JdqNAriPAusnUoADjYKRlzdyDfHEtFp5NVKVuqk3mVvd89PWzf0wQwLiAPF0c7Nh6+autQhA1ptDrOXs+nW7DtiyaAicE57M1y41pJ8x4MbmkmF00pKSmMGzfO8H1kZCQKhYLUVNvdZi5sKyHbDT9Hjc0H295scr/WXM0pIeFSlq1DETZyIs8FV3s9rZ0bx8R9rvY6JvRuRez+FMor5ENmS3XuegFlFTp6t/G0dSgA3BeYh6u9ji+vets6lCbF5KKpoqLCMCaoioODQ7OYoVXUzd4sNyK8CxvFeKYqfdp40d7Plf8eumLrUISNnMh3pq2bvlHl5Wz7ODIKyvjhq/+zdSjCFnbEcCz+KxwUOu5OXGPraIDKYn5ScA7rr3pTpmtEvyyNnMljmvR6PbNmzTKaP6O0tJS//OUvRnM1mTNPk2i6bhSUcjLfhT+3zbR1KEYUCgV/6hfCsrjfWFKsQe0iXc8tiVan50iuC0OCGtfl2U5uZQz2KWBtig8PBufaOhxhA0fzXOjmXorKrvHk5qMhWXyW4suPaWrJSxOZXDTNnDmz2rZHH33UosGIpmPn+QwU6BnqW2DrUP7w+wDbh8rseUfblf8dvcqsQe1sHJRoSOfS8imosKODR+ObF2l2m0weP9qOAzku9PdqHIPURcM5muvSuN4vgY5uZQz0LuDTy748EJSL9DfdmclFk6XnZxJN245zN+ilLsbHUWvrUKrxd6pgbEAea/cl81hEKHZKeStoKQ4kZeOg0NHWzdaRVDfCr4Cu7iWsuBBA7D1Jtg5HNKCccjuSip2Yr06/c+MG9pd2Gcw43J49WW4MsXUwTYCNp34TTZFGq+OXxExG+jWuT003e6JtBpeziok70/jepIT1HEjKppe6BIdG+M6mVMD8DunszXbnQE7TX3hWmO7Y7ysnhDWSaTBuNsSnkF4exXxwSVbDMEXTXXFX2My+i1kUllUw0s+6C3fWR5hnCfd4FvHJd7sZk3HR1uGIBqDX6zmQlM2UgCKg+tpljcFo/3y6uJWw/EIAsf2SGtVgdWE9+7LdCHDS0Nal3NahVKNQQHSHG8w5Gsqvl7IY0N6n8gGZDLhGjfDzmGjsvjl6jfZ+rtztXmrrUG5rTrsMDua6sj/b9c6NRZN3Lq2ArKJy+ns1jnnDaqJUwAud0tmX7U58hnvlxh0xxl+i2dmb5cYgn4JGWyRH+uXTw6OYmK1nZY67O5CiSZilpFzLT6fTmBDWqtG+AVSJ9Munu0cx7yQGopf3gWZvx/kbuDja0a+RD7KO9MtniE8BS88Fy63eLUB2UTlnCpwZ5F1o61BqpVDAK52vc/xqHt98uVqK99uQokmY5eez6RSVa3mgV7CtQ7kjpQJe7JjGoVxXdma62zocYWU7z2cwsIOPzdf1uhOFAhZ1SeVqqSMfJ/vaOhxhZQkXKyfaHeTTeIsmgHDvIsb45/F2YiDFFVLM10aKJmGWb45dIyzEk1DfpnHJa5hvIf29Cnnzt0A0Mhlzs5VfquHw5RyGdW4ag1k7uZXxRNsMVlwI4LfCxjn+SljG3ouZtHctJVDV+KbBuNXfO18np9yetxODbB1KoyVFkzBZTlE5O89nMCGs8fcyVan6VJ9YqGLtZflU3yztiGHP//6FVqdnePYGW0djsuc7ptPGpZwFJ0OkoG+m9Ho9exIzG/WluZu1cSnnpU5pfJbiK2NBayFFk6jdjhj4ZVnl/39ZxsbDV1EqFNzXBC7N3ay7Rykz22Sy/GKALE7ZTG1NV9PFrYSQRrLenClUdnqW9bjC2QJn3vpNPtk3R+fSCkjJLmZUI77T+Faz22Zyj2cRL5wKIbfcztbhNDpSNAmTaPXw74Rk7usVhK9b07ucsKBTOmoHLS+cDEHbuIe8CDMVVyiIz/Dg/qBcW4ditp7qEv6/zql8fNmPb6572jocYWE/nErDXWXPQJ/Ge0fnrZQK+GfPFIoqlMw70UbeL28hRZMwyU/pHlzNKWHWwFBbh1In7vY6/tnjCvtzXPlIJnFrVn7O8KBEq+SBwFxbh1Ins9tkMTEoh7+eas0hmfSyWfnpVBqRXQNwbOQ3J9yqtbOGD3qlsDfLjbd/C7R1OI2KFE3ijnR6WHHRn2F3+dGztaetw6mzAd5FRLe/wT8vBrDrtwxbhyMs5JvrXoSpiwhxaTqX5m6mUEDM3VfppS5m9pF2nE7Ns3VIwgIS0ws4n17AmO5Ns+gY7FPI3ztf5/+S/fn4l0u2DqfRkKJJ3NHhTAWXilQs8N7X5Cfhm98hnaE+BUTHHuFcWtMZZyBqdjWnmB0Z7kxplWPrUOpFZafn4z7JtHMp49GP93M0pWm/HgFfHriCj6sjI5rIHZ01eSI0k6fa3eCN78/y733Jtg6nUZCiSdxWqVbBD1eURPrl00tdYutw6s1eCR/0SiHE24Xp/9rP2etSODVlsftTcLXX8WBQ0y8y3O11fN43ifZ+bkz/137iz8q6iU1VqUbL10eu8nDf1jjaN+0/sy93SuPxwe1Y/O1p3vnpHPoWPlNw0/5pCqv78JIfueXw4l1ptg7FYtzsdcQ+EU6QWsW0f/3KyatyOaQp0ur0fH34Kg8HZ+Ni3zzeyD0dtcQ+Ec6QTr488fkh/hn3G9qbl7WQJVeahG+Pp5JXomGKbmuT/zkpFPDK+K78fVwXVu24SPS6oxSWNf45p6xFiiZRqxN5zvwr2Y97W+no4Nr4FpqsD68D77GuSwJt7fP400e7+e5Eqq1DEmayUyr4NnowT7VvXuPTVA52fPRoX56PvIsPticy5f8S+C29wNZhCROVlGv5Z9xvjPHPo30zed9U7HyTudr/8lGvZHaducqY5bvZeyHT1mHZhBRNokZ5JRqeOd6Gbu4l3NuqeXyKv5XaQcv6/he51y+P6HVHeWXzSfJLm+Zg4pYqUK3C36mZferdEYPdrjd5VrmRL/tdJDsjjXHLd/Hm/60lTyNv2Y3dx79cIrOwjIWdr9s6FIsbG5jP9wMTae3lzCMf7+fljcdJz2/cC7dbmvwGihodTMqmWGvH8p5XaOKX5G/L2U7Pip5XWPLg3fzvyDVGvbeLb4+ntvjr9qJxCPcu4odBvzGvfTqfXvZl8O6u/PNCAHkamXSwMbqRX8pHuy4ya2AobV2aRy/Trdq6lLPuiQG8MaE7286kM+ydHcT8cJbMwjJbh9YgmvGfQ1Efkd0C2DXkXJO9jdscCgXMiAjl5xeG0a+tF89+eZRx7+9h/YEUSsq1tg5PtHBOSj3zO95gz9Bz/KlVNv+X5Ef4zq68dKo1v17KokIra7A0Fu9uO4+TvZLokZ1sHYpVKZUKHh3Qlt0vj2DOkPb8J+EyA2O288y6I+w4f8N4HF4zY2/rAETj5WavQ6NvOXV1kNqZjx7ty74LmXy6N4mF/ztJzA/nmHpPCI+Et6WNj0w8KGzH36mCV7tc5y/tMvjqqjdfXvVmw5pfUTs7MKKzH6O6BjCssx8eKlkqyBY2H73Gfw9d5Y0J3VE7t4yfgYfKgRdGd+bxwe3YcOgqGw5fYfbagwQ4aRgXkMu9o+8jvL0PdkqFrUO1mEbxF3HVqlWEhoaiUqkIDw/nwIEDt22/YcMGunTpgkqlokePHmzdutXocb1ez6JFiwgKCsLZ2ZnIyEgSExON2mRnZ/PII4/g4eGBp6cnjz/+OIWFTWNRRWFdAzv68vHMe9j14ggm923Nl/t+Y+g7O4h6YyMxq9ey70ImxeXNbByNaDL8nCqI7nCDX4aeY/Mzg5gR0Zbz6YXM+/IofZbE8dCHe3l9y2m+OXaNpMyiZv2pv7FITC/g5Y0nmNSnNY+Et7F1OA3O08WROUPb89NzQ/l2QCJjAvL4IV3NvC+P2jo0i7N5T9NXX33FggULWL16NeHh4SxfvpyoqCjOnz+Pv3/1ScH27dvHtGnTiImJ4b777mPdunVMmDCBI0eO0L17dwDefvtt3n//ff7973/Trl07Xn31VaKiojhz5gwqlQqARx55hOvXrxMXF4dGo2H27NnMnTuXdevWNejrF41XGx8XXrmvGwucviU+w4Ndme5sSvXi/z7ejxI9d7mV0lNdwuOTJ9A50N3W4YoWRqmAsBBPwkI8eWF058qJPs/d4GByDjvO3WDt3mQAnOyVtPdzY2z3QJ4d1bwvG9lKBz83Fj/QjYf7tkahaD69KuZSKBT0VJfQU13Ca11Sud7nuWbVywSNoGhatmwZc+bMYfbs2QCsXr2a77//nk8//ZS//e1v1dqvWLGCMWPG8NJLLwGwdOlS4uLiWLlyJatXr0av17N8+XJeeeUVHnzwQQA+//xzAgIC2Lx5M1OnTuXs2bP8+OOPHDx4kH79+gHwwQcfMG7cON59912Cg4Mb6NWLRuPWuVRGLDT818Vez/1BedwflIdOD78VqjiW58LxPGdO5LlQopFxT8JGbsrb1sBjwGOBQCDkhr/AyWt5JKYXciGjEGcHGTxuLUqlgkfC2zb5OZlMZsLrVCgg2NO5AYJpWDYtmsrLyzl8+DALF/7xB0qpVBIZGUlCQkKNz0lISGDBggVG26Kioti8eTMASUlJpKWlERkZaXhcrVYTHh5OQkICU6dOJSEhAU9PT0PBBBAZGYlSqWT//v1MnDix2nHLysooK/vj7oC8vMoJEbOzs9Fomulg6cJyNHolxcXFZCnKcVC0oAGnW16v9SE/RTn3euZzr+fvG1xGkJWVddvdaTSayvOYlYWDQ+V4h4KCyrl3rHWnXovJ2ULju5RabM7eKj6GbkA3qHynvzv6jnl6K8lbMxXW/Y65Zpm3ZuabpVgzb21aNGVmZqLVagkICDDaHhAQwLlz52p8TlpaWo3t09LSDI9Xbbtdm1sv/dnb2+Pt7W1oc6uYmBhef736H9J27drV9vJEi/FavZ5dUFCAWq22TCg3kZwVxl6z6N4kb8WdvWbrAKqpb97a/PJcU7Fw4UKjHi6dTkd2djY+Pj7N+hp2fn4+ISEhXLlyBQ8PD1uH02TVdB71ej0FBQVWuxwsOSs5W1+Stw1H8tZyrJm3Ni2afH19sbOzIz3deGHK9PR0AgMDa3xOYGDgbdtX/Zuenk5QUJBRm7CwMEObGzduGO2joqKC7OzsWo/r5OSEk5OT0TZPT8/bv8BmxMPDQ36RLeDW82iNT+pVJGclZy1F8rbhSN5ajjXy1qZTDjg6OtK3b1/i4+MN23Q6HfHx8URERNT4nIiICKP2AHFxcYb27dq1IzAw0KhNfn4++/fvN7SJiIggNzeXw4cPG9ps374dnU5HeHi4xV6fEEIIIZoPm1+eW7BgATNnzqRfv37079+f5cuXU1RUZLibbsaMGbRq1YqYmMrR+vPnz2fYsGG89957jB8/nvXr13Po0CHWrFkDVN7y+Nxzz/HGG2/QqVMnw5QDwcHBTJgwAYCuXbsyZswY5syZw+rVq9FoNERHRzN16lS5c04IIYQQNbJ50TRlyhQyMjJYtGgRaWlphIWF8eOPPxoGcqekpKBU/tEhNnDgQNatW8crr7zC3//+dzp16sTmzZsNczQBvPzyyxQVFTF37lxyc3MZPHgwP/74o2GOJoDY2Fiio6MZNWoUSqWSSZMm8f777zfcC28inJycWLx4cbXucmEeOY8NR8615ci5bDhyri3HmudSoZeVSYUQQggh7qhRLKMihBBCCNHYSdEkhBBCCGECKZqEEEIIIUwgRZMQQgghhAmkaBJCCCGEMIEUTUIIIYQQJpCiSQghhBDCBFI0CSGEEEKYQIomIYQQQggTSNEkhBBCCGECKZqEEEIIIUwgRZMQQgghhAmkaBJCCCGEMIEUTUIIIYQQJpCiSQghhBDCBFI0CSGEEEKYQIomIYQQQggTSNEkGoVZs2YRGhpqtE2hUPDaa6/ZJB4hhBDiVlI0iTv68MMPUSgUhIeH2zoUIUzy2WefoVAoUCgU7Nmzp9rjer2ekJAQFAoF9913nw0iFOIPVfl66NAhW4ci7kCKJnFHsbGxhIaGcuDAAS5cuGCVY/zrX//i/PnzVtm3aLlUKhXr1q2rtn3Xrl1cvXoVJycnG0QlhGiqpGgSt5WUlMS+fftYtmwZfn5+xMbGWnT/RUVFADg4OMgfMGFx48aNY8OGDVRUVBhtX7duHX379iUwMNBGkQkhmiIpmsRtxcbG4uXlxfjx43n44YerFU3JyckoFAreffdd/vnPf9K2bVucnZ0ZNmwYp06dMmo7a9Ys3NzcuHjxIuPGjcPd3Z1HHnnE8NitY5qEqK9p06aRlZVFXFycYVt5eTkbN25k+vTp1dq/++67DBw4EB8fH5ydnenbty8bN240ajNs2DB69epV4/E6d+5MVFSUZV+EaHGGDx/O8OHDq22/9X3y5vffNWvW0KFDB5ycnLjnnns4ePBgteefO3eOhx9+GG9vb1QqFf369ePbb7+14itpfqRoErcVGxvLQw89hKOjI9OmTSMxMbHGX8bPP/+c999/n2eeeYaFCxdy6tQpRo4cSXp6ulG7iooKoqKi8Pf3591332XSpEkN9VJECxQaGkpERARffvmlYdsPP/xAXl4eU6dOrdZ+xYoV9O7dmyVLlvD//t//w97ensmTJ/P9998b2jz22GOcOHGi2oeCgwcP8ttvv/Hoo49a7wUJUYN169bxzjvv8OSTT/LGG2+QnJzMQw89hEajMbQ5ffo0AwYM4OzZs/ztb3/jvffew9XVlQkTJvC///3PhtE3Lfa2DkA0XocPH+bcuXN88MEHAAwePJjWrVsTGxvLPffcY9T2woULJCYm0qpVKwDGjBlDeHg4b731FsuWLTO0KysrY/LkycTExDTcCxEt2vTp01m4cCElJSU4OzsTGxvLsGHDCA4Ortb2t99+w9nZ2fB9dHQ0ffr0YdmyZYwfPx6AyZMnM2/ePL744gvefPNNQ9svvvgCV1dXHnroIeu/KCFukpKSQmJiIl5eXkBlj+eDDz7ITz/9ZLjRYf78+bRp04aDBw8ahkI8/fTTDB48mL/+9a9MnDjRZvE3JdLTJGoVGxtLQEAAI0aMACqnAJgyZQrr169Hq9UatZ0wYYKhYALo378/4eHhbN26tdp+n3rqKesGLsRN/vSnP1FSUsJ3331HQUEB3333XY2X5gCjgiknJ4e8vDyGDBnCkSNHDNvVajUPPvggX375JXq9HgCtVstXX33FhAkTcHV1te4LEuIWU6ZMMRRMAEOGDAHg0qVLAGRnZ7N9+3b+9Kc/UVBQQGZmJpmZmWRlZREVFUViYiLXrl2zSexNjRRNokZarZb169czYsQIkpKSuHDhAhcuXCA8PJz09HTi4+ON2nfq1KnaPu666y6Sk5ONttnb29O6dWtrhi6EET8/PyIjI1m3bh2bNm1Cq9Xy8MMP19j2u+++Y8CAAahUKry9vfHz8+Ojjz4iLy/PqN2MGTNISUnhl19+AeDnn38mPT2dxx57zOqvR4hbtWnTxuj7qgIqJycHqLwSoNfrefXVV/Hz8zP6Wrx4MQA3btxo2KCbKLk8J2q0fft2rl+/zvr161m/fn21x2NjYxk9erTZ+3VyckKplFpdNKzp06czZ84c0tLSGDt2LJ6entXa/PLLLzzwwAMMHTqUDz/8kKCgIBwcHFi7dm21aQuioqIICAjgiy++YOjQoXzxxRcEBgYSGRnZQK9INGcKhcLQi3mzW3v4q9jZ2dW4vWofOp0OgBdffLHWGxU6duxYl1BbHCmaRI1iY2Px9/dn1apV1R7btGkT//vf/1i9erVhW2JiYrV2v/32m9wRJxqFiRMn8uSTT/Lrr7/y1Vdf1djm66+/RqVS8dNPPxlNf7F27dpqbe3s7Jg+fTqfffYZb731Fps3b2bOnDm1/vESwhxeXl6GS2s3u3z5cp321759e6Byahcp7OtHPvKLakpKSti0aRP33XcfDz/8cLWv6OhoCgoKjG5V3bx5s9E18QMHDrB//37Gjh1ri5cghBE3Nzc++ugjXnvtNe6///4a29jZ2aFQKIw+zScnJ7N58+Ya2z/22GPk5OTw5JNPUlhYKHfNCYvp0KED586dIyMjw7Dt+PHj7N27t0778/f3Z/jw4fzf//0f169fr/b4zccRtyc9TaKab7/9loKCAh544IEaHx8wYIBhosuqpVU6duzI4MGDeeqppygrK2P58uX4+Pjw8ssvN2ToQtRq5syZt318/PjxLFu2jDFjxjB9+nRu3LjBqlWr6NixIydOnKjWvnfv3nTv3p0NGzbQtWtX+vTpY63QRQvz5z//mWXLlhEVFcXjjz/OjRs3WL16NXfffTf5+fl12ueqVasYPHgwPXr0YM6cObRv35709HQSEhK4evUqx48ft/CraJ6kp0lUExsbi0ql4t57763xcaVSyfjx4/nxxx/JysoCKgfGzps3j5UrV/KPf/yDu+++m+3btxMUFNSQoQtRZyNHjuSTTz4hLS2N5557ji+//JK33nrrtrdiz5gxA0AGgIt6qRp7VHV5t2vXrnz++efk5eWxYMECvv32W/7zn//UqzDv1q0bhw4dYvz48Xz22Wc888wzrF69GqVSyaJFiyzyOloChb6m0WZCmCg5OZl27drxzjvv8OKLL9o6HCEa1IoVK3j++edJTk6udgeTEKZ6//33mT9/PhcuXKBDhw62DkfchvQ0CSFEHej1ej755BOGDRsmBZOol4MHD+Lq6krbtm1tHYq4AxnTJIQQZigqKuLbb79lx44dnDx5km+++cbWIYkm6uuvv2bnzp3ExsbyxBNPYG8vf5IbO/kJCSGEGTIyMpg+fTqenp78/e9/r/WGCSHu5MUXX6SgoIDHH3+cf/7zn7YOR5hAxjQJIYQQQphAxjQJIYQQQphAiiYhhBBCCBPImKY60ul0pKam4u7ujkKhsHU4ognS6/UUFBQQHBzcIOvxSc4KS5C8FU2RpfJWiqY6Sk1NJSQkxNZhiGbgypUrtG7d2urHkZwVliR5K5qi+uatFE115O7uDlT+ADw8PGwcjfVoNBq2bdvG6NGjcXBwsHU4TVZN5zE/P5+QkBBDLlmb5Kwwl+Rtw5G8tRxr5q0UTXVU1U3s4eHR7H+RXVxc8PDwkF/kerjdeWyoSw6Ss8JckrcNR/LWcqyZt1I0WZhWq0Wj0dg6DIvRaDTY29tTWlpqtPp7U+Hk5CTjIO5Ar9dTVlZm6zAspqnnrIODg2ENMlE7ea9tXFpK3krRZEGFhYVcvXqV5jT1lV6vJzAwkCtXrjTJ4sPDw4NWrVrZOoxGLTU1tc4rpzdGTT1nFQoFrVu3xs3NzdahNFryXtv4tJS8laLJQrRaLVevXsXFxQU/P78mmfQ10el0FBYW4ubm1iB3ylhSfn4+WVlZBAQEyPIEtaioqCA/Px8fH59mc+mjKeesXq8nIyODq1ev0qlTpxbxyd1c8l7b+LSkvJW/JBai0WjQ6/X4+fnh7Oxs63AsRqfTUV5ejkqlapK/yFlZWVRUVEjRVIuKigqgcrCtSqWycTSW0ZRzFsDPz4/k5GQ0Gk2z/uNTV/Je2zi1lLxtej+ZRq6hPvUkJyfz8MMPA5CYmEi/fv1ISUlh/fr1DBgwgKFDhzJx4sQGi8FSVqxYwaBBg3jggQeqXTLKy8ujf//+uLm5cerUKaPHLl++jJOTk9H25vIJtCE0xLlqiTl74MABIiIiGDp0KNOmTTMag1NTzoLkrankvbZ+bpe3ADt37mTUqFGMGDGC//3vfwDs2bOHgQMHMnjwYE6ePGnUvqXkrXz8buKuXbvG9OnT+eKLL2jTpg0PPPAABw4cwNHRkZycHFuHZ5bMzEy+/fZb9uzZw7p161i1ahULFy40PO7i4sL333/PSy+9VO25b7/9NoMGDWrIcEUdtaScDQkJYfv27Tg7O7Nw4UK++eYbwx8/ydmmpSXlbUlJCe+99x4//PADjo6Ohu3/3//3//H9999TUFDAX/7yF7Zu3WqL8G1KepqasOzsbCZNmsTq1avp0qULUJns+/btQ6vV4uXlVe05ffr0Ye7cuURERPDOO+/UuN/o6Gj2798PQHx8PK+99hrp6emMGDGCIUOG8PDDD1e7u2P48OEUFhYC8PDDD5OcnExpaSmPPvooI0eOrPXTzM0OHjzIsGHDUCgUjBkzhr179xo97uDggJ+fX7XnJSUloVAoaNOmzW33L2yvpeVsUFCQ4RKSo6Oj4bKL5GzT0tLyNiEhAWdnZ+6//34mTpxIWloaJSUl2NnZ4eXlRZs2bcjOzjbt5DUzUjRZQUm5llPX8izyVVJe+62nR44cwc/Pj759+xq2xcbG8sEHH9CxY0def/31as/JycnhhRdeYO/evWzZsoUbN25UazN16lTWr18PwH//+18mTZqEl5cXcXFx/PLLL7Rq1Yrt27ff8Tx8/PHHjBw5ku3bt/PII4+wZs0aAEaNGsXw4cONvo4dO0ZOTo5hMLJarTb5l/Ktt97ixRdfNKmtqF1D5G1LzdnLly+zbds27r//fkBy1pIslbfyXvuH9PR0Lly4wJYtW5gzZw6vvfaa0XMA7O3tKS8vv2NszY1cnrOCixmF3PfBHovs67t5g+neSl3jY5GRkQQHB7No0SKWLFkCQL9+/fj6668pLy9nzJgxnDt3zvDJCMDNzY3OnTsD0KtXL5KSkvD39zfa76BBg3jppZcoLy/n7Nmz9OjRg6ysLJ555hlycnJITU2lT58+dOrUyfCcm69nV90GfObMGQ4ePMjnn3+ORqNhyJAhQOUnqpqkpqZy4cIFoHL8kre39x3Pz8WLFwEIDQ29Y1txew2Rty0xZ/Pz83nsscf47LPPcHBwkJy1MEvlrbzX/sHT05NBgwbh6OjIqFGjiImJwdPT06gHq6KiwujSXUshRZMVdPBz47t5gy22r9tZvnw5EydOZO3atcyePZvExEQ6deqEo6MjarW62jwmhYWFJCYm0rFjR06cOFHjG7dCoWDQoEG8/vrrjBo1CoAvv/yS++67jyeeeIJ58+ZV26+XlxdXr16lY8eOnD59GoAuXboQERHBY489BmAYBDtq1KhqXc7Lly/nnnvuYdmyZQD89NNPJo33OH78OKdPn2bMmDGcPHmSCxcu8PPPPzebO8EaUkPlbUvK2YqKCqZOncrixYsNf0AlZy3LUnkr77V/uOeee3jvvffQ6/UcO3aM9u3b4+LiQkVFBbm5uRQUFJj0obY5kqLJCpwd7Wr9xGJpSqWSdevWERkZSevWrVm5ciUZGRkolUqGDBlC165djdp7eXmxfPlyDh8+zMSJEwkICKhxv1OnTmXAgAGcOHECgJEjRzJz5ky2bNlS422+Tz/9NJMnT6Znz56Gfc6dO5e5c+eydu1aAF544QXGjx9f66cfgPHjxzNo0CC8vLyIjY0F4LnnniMmJgZnZ2fGjRvHsWPHOH/+PE8++SSzZs3ioYceAmDWrFm8+OKL8senjhoqb1tSzm7cuJH9+/ezdOlSli5dylNPPcWUKVMkZy1I8tbyeevr68vEiRMN454+/fRTAN544w3GjRuHQqHgww8/NPMMNg8KfXOaUrUB5efno1arycvLw8PDg9LSUpKSkmjXrl2jfgPs168fhw4dMrm9TqcjPz8fDw+PJjd3SGP6mWg0GrZu3cq4ceOMFpC8OYesrabjNaZzVJuWlLPQuH4mjTFvG9P5uR3JW9uxZt5KT1MLt2vXLhYvXmy0LT4+vllPTiaaNslZ0RRJ3jYPUjS1MLd+8hk2bBg7d+60TTBCmEByVjRFkrfNU9PrAxRCCCGEsAEpmixMhog1HvKzMJ2cq8ZDfhamkfPUuLSUn4dcnrMQBwcHFAoFGRkZzW7l7fLyckpLS5vc4MSCggIAWaz3NqrOTUFBgeRsI1C1WrxCoTAMYBXG5L228WlJeSt/TSzEzs6O1q1bc/XqVZKTk20djsXo9XpKSkpwdnZukm9OHh4eUjTdhr29PR4eHmRlZZGVlWXrcCyiqeesQqGgdevWMkC4FvJe2zi1lLyVvyYW5ObmRqdOnYxWMm/qNBoNu3fvZujQoU3uE4RCoWiRM9aaKzg4GF9f32bTvd6UcxYqe1Ka+x+e+pL32sanpeStFE0WZmdn16wSx87OjoqKClQqVZP8RRZ3plAocHJysnUYFiM52zLIe62whaZ14VQIIYQQwkakaBJCCCGEMIEUTUIIIYQQJjBpTJO5qxkrFAqOHDlC27Zt6xSUEEIIIURjY1LRlJuby/Lly1Gr77yStF6v5+mnn0ar1dY7OCGEEEKIxsLku+emTp2Kv7+/SW3nzZtX54CEEEIIIRojk4omnU5n1k6rZmIWQgghhGgubD4QfNWqVYSGhqJSqQgPD+fAgQO3bb9hwwa6dOmCSqWiR48ebN261ejxTZs2MXr0aHx8fFAoFBw7dqzaPoYPH45CoTD6+stf/mLJlyWEEEKIZqZeRZOHhweXLl2q8/O/+uorFixYwOLFizly5Ai9evUiKiqKGzdu1Nh+3759TJs2jccff5yjR48yYcIEJkyYwKlTpwxtioqKGDx4MG+99dZtjz1nzhyuX79u+Hr77bfr/DqEEEII0fzVq2iq77ILy5YtY86cOcyePZtu3bqxevVqXFxc+PTTT2tsv2LFCsaMGcNLL71E165dWbp0KX369GHlypWGNo899hiLFi0iMjLytsd2cXEhMDDQ8OXh4VGv1yKEEEKI5s1my6iUl5dz+PBhFi5caNimVCqJjIwkISGhxuckJCSwYMECo21RUVFs3rzZ7OPHxsbyxRdfEBgYyP3338+rr76Ki4tLre3LysooKyszfJ+fnw9UrhfUnNY/ulXVa2vOr7Eh1HQerX1OJWeb72tsKJK3DUfy1nKsmbf1KpoeffTROvfQZGZmotVqCQgIMNoeEBDAuXPnanxOWlpaje3T0tLMOvb06dNp27YtwcHBnDhxgr/+9a+cP3+eTZs21fqcmJgYXn/99Wrbt23bdttiq7mIi4uzdQjNws3nsbi42KrHkpyVnLUUyduGI3lrOdbI23oVTR999JFFgmhoc+fONfy/R48eBAUFMWrUKC5evEiHDh1qfM7ChQuNerny8/MJCQlh9OjRzfrSnkajIS4ujnvvvVcWkayHms5j1Sdoa5GclZytL8nbhiN5aznWzFuTiqb333+fuXPnolKpTNrp6tWreeSRR3B3d6+1ja+vL3Z2dqSnpxttT09PJzAwsMbnBAYGmtXeVOHh4QBcuHCh1qLJycmpxpXgHRwcWkSCt5TXaW03n0drn0/J2ZbxOhuC5G3DaSmvsyFYI29NGgj+/PPPmzX30ssvv0xGRsZt2zg6OtK3b1/i4+MN23Q6HfHx8URERNT4nIiICKP2UNn9Vlt7U1VNSxAUFFSv/QghhBCi+TKpp0mv1zNq1Cjs7U27mldSUmJSuwULFjBz5kz69etH//79Wb58OUVFRcyePRuAGTNm0KpVK2JiYgCYP38+w4YN47333mP8+PGsX7+eQ4cOsWbNGsM+s7OzSUlJITU1FYDz588DGO6Su3jxIuvWrWPcuHH4+Phw4sQJnn/+eYYOHUrPnj1NilsIIYQQLY9JVdDixYvN2umDDz5o0iK/U6ZMISMjg0WLFpGWlkZYWBg//vijYbB3SkoKSuUfnWEDBw5k3bp1vPLKK/z973+nU6dObN68me7duxvafPvtt4aiCyqXf6l6Da+99hqOjo78/PPPhgItJCSESZMm8corr5j1GoUQQgjRslilaDJHdHQ00dHRNT62c+fOatsmT57M5MmTa93frFmzmDVrVq2Ph4SEsGvXLnPDFEIIIUQLZ/NlVIQQ4nYqtDouZRSi0Zq3BqYQQliazSa3FEKIO7maU8zMTw9wMaOIUB8X/v3n/rT1cbV1WEKIFkp6moQQjZJWp+fZL49SVqHjo0f6VC6s/cUR6XESQtiMFE1CiEbp2+PXOJKSyz+nhDG2RxAfTOvN+bR81u1PsXVoQogWyuyiaceOHdaIQwghDPR6Pf/ancTwzn7cE1p5J273Vmru6xnMmt2XpLdJCGETZhdNY8aMoUOHDrzxxhtcuXLFGjEJIVq441fzOHM9n9mD2hltnzu0PddyS9h1/vaT5wohhDWYXTRdu3aN6OhoNm7cSPv27YmKiuK///0v5eXl1ohPCNECfX8iFV83RwZ39DXa3r2Vmq5BHmw6etVGkQkhWjKziyZfX1+ef/55jh07xv79+7nrrrt4+umnCQ4O5tlnn+X48ePWiFM0AK1Oz6odF3hg5R4WbjpBbrEUwqLh6bfHsPXgecZ4pWK3681qj0/q04qfz9ygoFRjg+iEEC1ZvQaC9+nTh4ULFxIdHU1hYSGffvopffv2ZciQIZw+fdpSMYoG8tq3p3lv23lCvF3YejKN6f/aT1FZha3DEi3M6QIV10odGReQV+PjUXcHUq7V8UtiZgNHJoRo6epUNGk0GjZu3Mi4ceNo27YtP/30EytXriQ9PZ0LFy7Qtm3b287aLRqfPYmZ/OfXy7z+YHdWTe/DV08O4FJmIe9vv2jr0EQLszfLHWc7Hf28imt8PMTbhc4B7sSfvdHAkQkhWjqzi6Z58+YRFBTEk08+yV133cXRo0dJSEjgiSeewNXVldDQUN59913OnTtnjXiFFej1et756Rz92nrxaHgbALoEevDsqE78+9cUMkttHKBoUfZmuXGPZxGOSn2tbUZ19WfH+RtodbW3EUIISzN7RvAzZ87wwQcf8NBDD+Hk5FRjG19fX5maoAk5mJzD8at5rJ11DwqFwrB99sB2/Gv3JXakaplhw/hEM7YjxujbMp2CAzl383zH9Ns+bVRXfz7ceZGT1/IIC/G0YoBCCPEHs4umxYsXM3DgQOztjZ9aUVHBvn37GDp0KPb29gwbNsxiQQrrit1/mfZ+rgxL/QSu/7HdecRCZgxow4c7LpBXosHXwcF2QYoW4WiuC6U6JYN8Cm/brmdrT1wc7Ui4mCVFkxCiwZh9eW7EiBFkZ2dX256Xl8eIESMsEpRoOCXlWuLOpDMxrBVKRfXH/9SvNVo9fH8yreGDEy3OwRxXPOwr6OZectt2DnZK7gn1JuFSVgNFJoQQdSia9Hq90SWcKllZWbi6ykKaTc2O8zcoLtdyX6/gGh/3d3eii6ee/x1LbeDIREt0NM+FXuqSGgv4Ww1o78Oh5GyZHVwI0WBMvjz30EMPAaBQKJg1a5bReCatVsuJEycYOHCg5SMUVvX9yet0b+VBO9/aC957/PT8OzGPy1lFssK8sBq9Ho7luvBoG9N6jyI6+PDWj+c4cTWXvm29rRydEEKYUTSp1WqgsqfJ3d0dZ2dnw2OOjo4MGDCAOXPmWD5CYTVanZ49iZnMHBh623Z3e+lxtFey7XQ6c4a2b5jgRItzpcSRbI09vdW3TDVwy2BxRiwEoHuwB+5O9iRczJKiSdhMwsUs/r0vmQqdnkcGtGFEZ39bhySsyOSiae3atQCEhoby4osvyqW4ZuDktTzySjQM7eR723ZOdjCogzfbzqRJ0SSs5mieCwC9bi2aamFvpySsjSeHL+dYMywhavXNsWs899UxugV54GivZPbagywc24Unh3WwdWjCSswe07R48WIpmJqJPYkZuDnZ08uEu4/u7RrAocs5ZBaWWT8w0SIdzXUh1KUMb0etyc/p29aLo1dy0cl8TaKBXc4q4uWNJ5gQ1oot0YPZ9NRAnhnRgZgfzhF/9vZTZoimy6Sepj59+hAfH4+Xlxe9e/eucSB4lSNHjlgsOGFduxMziejgg4PdnWvnkV38UHwD8WfTmXJPmwaITrQ0x/KcCTOxl6lKnzZeLP85kUuZRXT0d7NSZEJU9/qWM/i6OfGPid1R/n7nwoujO3P2egF//99J4tp546GSaVqaG5OKpgcffNAw8HvChAnWjEc0kKKyCo6m5PDqfd1Mau/j6kjP1p7sTsyUoklYnEYHZwqceTAo16znhbXxRKGAIyk5UjSJBnM6NY/t526wvEcKLnv3G7YrgKX+Doy6eDdrdl3ixajOtgtSWIVJRdPixYtr/L9ouk5czUOj1RPezsfk5wzt5Mvnv15Gq9NjZ8o94UKY6FKRE+U6Jd3czVuzx0PlwF3+7hxNyeFP/UKsFJ0Qxv61+xKtvZy5LzC32mOtnDXMjAhl7d4k/jy4Hd6ujg0foLCaOi3YK5q+E1dzcXG0u/2n8x0x8Msyw7dD7vIjt1jDqWs1rz4vRF2dLai8G7frHSa1rEmftjIYXDScglINP5xK49EBbbGv5S/ok8M6oAc+25vUoLEJ6zOpp8nLy+u245huVtNs4aLxOXE1j+7BarN6jMJCPHFzsueXxAyTBo8LYaozBc60di7Hw8H8iSr7tPFi/cEr5JVoUDvLGBJhXT+eSqNcq+OBXsFwtOY23q6OTOrTmnUHUnhmZEec7O0aNkhhNSYVTcuXL7daAKtWreKdd94hLS2NXr168cEHH9C/f/9a22/YsIFXX32V5ORkOnXqxFtvvcW4ceMMj2/atInVq1dz+PBhsrOzOXr0KGFhYUb7KC0t5YUXXmD9+vWUlZURFRXFhx9+SEBAgLVeZqNz4louo7sFmvUcBzslER182J2YSfTITlaKTLREZwtUd1w6xeCWeZv6dJ9XOTHmlVyG3eVnheiE+MM3x1LpH+pNsKdz7Y12xDDTzon/FHZm61drmBic+8djv88zJpomk4qmmTNnWuXgX331FQsWLGD16tWEh4ezfPlyoqKiOH/+PP7+1ScI27dvH9OmTSMmJob77ruPdevWMWHCBI4cOUL37t0BKCoqYvDgwfzpT3+qdbLN559/nu+//54NGzagVquJjo7moYceYu/evVZ5nY1NdlE5V7JL6NlabfZzh3by5fUtZygsq8DNyez1noWoRq+v7Gl6NKRu68i193XF08WBoyk5UjQJq8oqLGPfxUzemNDjjm07upUx2KeAz1N8jIsm0aSZ9FcvPz8fDw8Pw/9vp6qdKZYtW8acOXOYPXs2AKtXr+b777/n008/5W9/+1u19itWrGDMmDG89NJLACxdupS4uDhWrlzJ6tWrAXjssccASE5OrvGYeXl5fPLJJ6xbt46RI0cClRN3du3alV9//ZUBAwaYHH+T8/sn9BMZbkB7el1dDznlZu1iUEdfKnR6DiZny8y3wiJulNmTVW5vek/TLRQKBWEhnhxNybVsYELcYtdvGej0cG83065KTG2dTfTxtlwscqKDq8xx1xyYNBDcy8uLGzduAODp6YmXl1e1r6rtpiovL+fw4cNERkb+EYxSSWRkJAkJCTU+JyEhwag9QFRUVK3ta3L48GE0Go3Rfrp06UKbNm3M2k9TdiLfBbV9BW1dzCuYANr5uuLv7sSvsrq8sJAzvw8Cr2vRBNA7xItjMsmlsLId5zPo0UqNn7vTnRsDkX75uNtr+V+qp3UDEw3GpJ6m7du34+1dubbTjh07LHLgzMxMtFpttXFEAQEBnDt3rsbnpKWl1dg+LS3N5OOmpaXh6OiIp6enWfspKyujrOyPTwpVPW4ajQaNRmPy8W1KX1kjH89zobu6lAqUcIe/MZrfn3Pza+wf6kXCxcym87obgapzdfM5s/b5axI5q1dyKt8ZN3stASqtId/MotHQo5UbeSUaEtPyCPF0/H1zI3mNTZjk7R+0Oj27f7vBo+Ft/ojjDvlqp4RxgXlsSvViXocMlAqgltdQ07kWdWPNvDWpaBo2bFiN/29JYmJieP3116tt37ZtGy4uLjaIqC66AHAw147+/nq2FnQx+ZlxcXGG/7sWKTh1Vcmmb7eikmFNZrn5PBYXmzf7tbmaRs52YXuOkgBnBT8Ump6PRrZupbgCwJ7Pv99Nf//KTwI3n2tRP5K3kFQAeSX2OGT+xtatv/2+9c45G+QJqVft+eBaVzqp9bB1623bS95ajjXytk5/8nJycvjkk084e/YsAN26dWP27NmG3ihT+Pr6YmdnR3q68Ro96enpBAbWfFdXYGCgWe1r20d5eTm5ublGvU132s/ChQtZsGCB4fv8/HxCQkIYPXq0WeO4bOqXZaSV2pOv6cJE3xRGuxfc8SkavZK4wru49957cXCovJ27a2YRX63Yi0+Xe2TgrYk0Gg1xcXFG5/FO4wPrq0nk7C/LWFHSiUG+hYxzv16vXX3s2hFdWRH3uqVXy1lRN5K3f/hw5yVcE5N48uFI7KuWnrppHrva6N1g08VOpOUVM7/1NRiyoMZ2NZ1rUTfWzFuzi6bdu3dz//33o1ar6devHwDvv/8+S5YsYcuWLQwdOtSk/Tg6OtK3b1/i4+MNS7PodDri4+OJjo6u8TkRERHEx8fz3HPPGbbFxcURERFhcvx9+/bFwcGB+Ph4Jk2aBMD58+dJSUm57X6cnJwMS8nczMHBoekkuELHmXwVAH08i3FQmD4nzs2vs1OgGn93Jw6m5BF5d7BVQm2ubj6P1s6bppCzxVo9ScWOPOluXj7WpI9nMcfzXAz7aUyvs6lr8Xm7I4ZDx9pxj7se54SbCiVTprlTwP1BuXyR4kNMN90dX4PkreVYI2/NLpqeeeYZpkyZwkcffYSdXeWEXVqtlqeffppnnnmGkydPmryvBQsWMHPmTPr160f//v1Zvnw5RUVFhrvpZsyYQatWrYiJqbzra/78+QwbNoz33nuP8ePHs379eg4dOsSaNWsM+8zOziYlJYXU1FSgsiCCyh6mwMBA1Go1jz/+OAsWLMDb2xsPDw/mzZtHRERE875z7ncn853xc9QQ6FT367sKhYIItzR+PZYDqs2VG2XuEVEH5wtV6FGYvXxKTXqri/n6mhfFFbLEj7CsCh0cznVhXvsbdXr++IA8Vl0KYG+WG8MtG5poYGYXTRcuXGDjxo2GggnAzs6OBQsW8Pnnn5u1rylTppCRkcGiRYtIS0sjLCyMH3/80TDYOyUlBaXyj4F2AwcOZN26dbzyyiv8/e9/p1OnTmzevNkwRxPAt99+ayi6AKZOnQpUrpn32muvAfDPf/4TpVLJpEmTjCa3bAmO57nQU12CiRO812qAVxHfpXlSUKHE3b5+PQSi5Tpb4IydQk8nNwsUTZ7F6FBwMt8Z5IO6sKDTBc4Ua+3o711Up+d3dS+lvUsZ36d7StHUxJldNPXp04ezZ8/SubPx6s1nz56lV69eZgcQHR1d6+W4nTt3Vts2efJkJk+eXOv+Zs2axaxZs257TJVKxapVq1i1apU5oTZ5en1lT9PsNpn13tcA70K0egWHclwZ4XfnsVFC1ORMgYoOrmWo7Oo/VcBdbqW42Gk5ludCiK8FghPid/uzXVEpdfTwqOtcYjA+MJd/p/jwjwodjrUtWicaPZOKphMnThj+/+yzzzJ//nwuXLhguJz166+/smrVKt58803rRCksIqXEkVyNPT3VdZ8Pp0qoSzkBThp+zZaiSdTdmQLnOi3SWxM7BfRSl3BciiZhYQdy3OjjWYSjsu7F/fjAPD64FMDei5kyMXATZlLRFBYWhkKhQK//I2Fefvnlau2mT5/OlClTLBedsKgTeZWTCPZU1//WS4Wisrfp12y3eu9LtEw6nZ5zBSqi/C13N1ZvdTEbrnkxXua4FBai0+k5mOPCn9vWr4e+s1sp7V1L+f7EdSmamjCTiqakpCRrxyGs4ZaFTU/kB9FKVY6Po9Yiux/gVcSW657ka5Q0khvYRRNyObuYYq2dxXqaoHJc04dJ/uSUV1hsn6Jlu5RZRF6FPX086/dhU6GA+wLyWHs6jX9M7I6Tvd2dnyQaHZOKprZt21o7DtEAjuc508sCvUxVBngXokPBoVxXRlpsr6KlOHu9soepqwXunKsS9nt+JxfIHXTCMo5fyQUs00M/PjCX9y8FsPdCJiO7mLZ+nWhc6jyf85kzZ0hJSaG83Hj9sgceeKDeQQnL0+rhVL4zz3ao2y2zNQl1KSdIVc6+LDcpmoRpbur9PJsYgK+jN35OlusV8nOqoLVzOcmFMlW9sIxjV3Lp4FqK2qH+dwnf5VZGBz9Xvj+RJkVTE2X2O8ulS5eYOHEiJ0+eNBrnpPj9Hnat1jKXfoRlXSpyolhrR08Py/U0KRQQ4V1IgoxrEnVwtsDZor1MVcLUxZwqUFt8v6JlOn4112I99AoFjO8RxNp9yZRVyCW6psjs+x7nz59Pu3btuHHjBi4uLpw+fZrdu3fTr1+/GqcIEI3D8bzKNZt6WODOuZtFeBdxpkBFbnH5nRsLcZOzBSq6WXA8U5UwdTFXiqCsQuYPE/VTqtFy9no+YRZ83xzfM5iC0gr2Xqj/1C+i4ZldNCUkJLBkyRJ8fX1RKpUolUoGDx5MTEwMzz77rDViFBZwIs+Z9q6lFp+IMsK7ED0Kfr2UbdH9iuYtT6PkWqmjdXqaPEvQ6hWGMVNC1NXZ6/lotHrDWDlLuCvAjQ5+rnx3on5rLQrbMLto0mq1uLu7A5WL7lYtV9K2bVvDkiWi8Tme70KvOk7MdjutnTW0cS4j4aJ8ahKmO1dQOf2FJe+cq9LVvRR7hZ5jV/Msvm/Rshy7koujnZIuFizuFQoF43sGE3cmnbIKGc7S1Jg9pql79+4cP36cdu3aER4ezttvv42joyNr1qyhffv21ohR1FO5TsHZAhUTgnLqvpNflkEtC6oO9C4k4VJW3fctWpyzBSocFTrau5ZZfN+OSj2tXeHYFSmaRP0cv5JLt2CPek1qWZPxPYJ4Pz6RPYmZjOoqA8KbErN7ml555RV0uso/nkuWLCEpKYkhQ4awdetW3n//fYsHKOrvt0IV5TqlRWYCr0mETxG/pReSUWD5P4CieTpb4EwntzIcrLSaRKi73nCruBB1dfxqHmEhnhbf710BbnT0d+P7k3KJrqkxu6cpKirK8P+OHTty7tw5srOz8fLyMtxBJxqX43mVi6JaY9AtVI5rAki4lMUDvYKtcgzRvJwtUFnl0lyVUHc9O6+XcqOgFH93ldWOI5qv3OJykjKLmD+qE+Radt8KhYJxPYJYuyeJsgqt3EXXhNTrc96VK1e4cuUK3t7eUjA1YifyXLjLrRRnCyyKWhN/pwo6+ruRcFEu0Yk7q9DB+UKVVQaBVwl1q8z1Yym5VjuGaN6O/z4mrpcVepqg8hJdQVkFexJlPGhTYnbRVFFRwauvvoparSY0NJTQ0FDUajWvvPIKGo3GGjGKejqe50wvC87PVJOI9j4yGFyYJLnYiTKd0qo9TZ6OEODuxFG5RCfq6PiVXNTODoT6uFhl/4ZLdHIXXZNidtE0b9481qxZw9tvv83Ro0c5evQob7/9Np988olMOdAIlWgVJBaprDaeqcrADj4kZxWTmmvd44im70xB5eWyblbsaVIooJfzDY4eP15tDUYhTHH8Si49W6utdhWl6hKd3EXXtJg9pmndunWsX7+esWPHGrb17NmTkJAQpk2bxkcffWTRAEX9nMl3RqtXWL1oCm/vA0DCxSwm9W1t1WOJpu1sgTNBqnI8LbRwdG3C1CWsvORHha4e60WJFkmv13P8ah5T7wmx/M5vKuLvK3Xi/bLO7Pn6I4Y+9KTljyUszuz3EicnJ0JDQ6ttb9euHY6OjpaISVjQ8XxnHJU6OrtZt2jydnWkW5AHey9kStEkbqtyELj1epmqhHkWU6y147dCFd2sfjTR5N1UzKSVOpBZ2JWeuT/Djk1WO+RdbmV0dC3l+3RPhlrtKMKSzL48Fx0dzdKlSykr++P28rKyMv7xj38QHR1t0eBE/Z3Ic6Gbe4nVbu022BHDUNUFdp9ORrddLoeI2p3Od7banZw36+5Rgp1Cz9E864xJEc3X8bzKyVctuVZnbcYH5hF3w4MyjVyiawpM6ml66KGHjL7/+eefad26Nb169QLg+PHjlJeXM2rUKMtHKOrlRJ4LQ3wLGuRYw30LWJ3kz+l8Z3o0yBFFU5Neak9GuQPdrTA7/a2c7Sqn2TiU48ojVj+aaE5O5Lng76QhUFVh9WM9EJTLiosBxJ/LsPqxRP2ZVDSp1cYrhk+aNMno+5AQK1z3FfWWp7HjUrET89TpDXK8vp5FuNlp2ZXpLkWTqNGJ/Mpen54NUDQBDPAuYst1NXq9XqZFESY7me/cIL1MAB1cywhTF7HpWCoP+TTIIUU9mFQ0rV271tpxCCuo6mLuZcHFJm/HQQmDfArZmemOXKgVNTmZ74yPYwVBqoaZnmSgdyH/SvYjOauYdr6uDXJM0bTp9ZULnD8R2nBTqEwKzuG1825EujfYIUUd1XmkS0ZGBnv27GHPnj1kZEi3YmN0PM8FD/sKQl3KG+yYw30LOJLrQl6xzNklqjuZ50wPj2IaqtPnHq8i7BR69skcYsJEl4sdyauwp0cD9TQB3B+Yh1IBhzKlN7SxM7toKioq4s9//jNBQUEMHTqUoUOHEhwczOOPP05xccMlmbiz43ku9FKXoGzA38NhvgXoULDngvyREsb0ej0n853p0UCX5gDc7HX0UhezT2arFyY6kf/7IHArT9NyM09HLaO6+HMgQ4leb52VG4RlmF00LViwgF27drFlyxZyc3PJzc3lm2++YdeuXbzwwgvWiFHUgV6v51ieM2ENdGmuSrCzhs5uJcSfa5hxVKLpSMsvJbPcgR4N+McIKi/R/XoxC51O/hiJOzuR50KIcxneVp5H7FYTewdzvVjBmesNc+OOqBuzi6avv/6aTz75hLFjx+Lh4YGHhwfjxo3jX//6Fxs3brRGjKIOruWWkFnu0GDjmW422j+f+LM30Gh1DX5s0Xid+H0tr4YaYFtloHchWUXl/HZD/hiJOzuR79xgNyrcbEhHH9wc9Hx9NLXBjy1MZ3bRVFxcTEBAQLXt/v7+db48t2rVKkJDQ1GpVISHh3PgwIHbtt+wYQNdunRBpVLRo0cPtm7davS4Xq9n0aJFBAUF4ezsTGRkJImJiUZtQkNDUSgURl9vvvlmneJvjI5f+X2xyQb+VA8QFZBPXomGA0nZDX5s0XidupaHr6OGACfr38Z9sz6exTjaK9l7QS7RidvT6uFUvnODXpqr4mCnZICfnv8dTaW4vGF/R4TpzC6aIiIiWLx4MaWlf8zoW1JSwuuvv05ERITZAXz11VcsWLCAxYsXc+TIEXr16kVUVBQ3btyosf2+ffuYNm0ajz/+OEePHmXChAlMmDCBU6dOGdq8/fbbvP/++6xevZr9+/fj6upKVFSUUcwAS5Ys4fr164avefPmmR1/Y3XsSg6tVOX4NfAfKIC73Uto5enMj6fSGvzYovE6fjWPHh4lDTYIvIrKTk//UG92/SY3rIjbu1jkRLHWjp426KEHGBigo6i8gm+OSW9TY2V20bR8+XL27t1L69atGTVqFKNGjSIkJIR9+/axYsUKswNYtmwZc+bMYfbs2XTr1o3Vq1fj4uLCp59+WmP7FStWMGbMGF566SW6du3K0qVL6dOnDytXrgQqe5mWL1/OK6+8woMPPkjPnj35/PPPSU1NZfPmzUb7cnd3JzAw0PDl6tp8bkk+fiWvwcczVVEoIEqdwrajFypnB5cFU1s8nU7P0ZQc+njaJidH2J3g1wvpFMe9KfkoanU8zwUF+gaZfLUmPioYfpcv/0m4LAPCGymzi6YePXqQmJhITEwMYWFhhIWF8eabb5KYmMjdd99t1r7Ky8s5fPgwkZGRfwSkVBIZGUlCQkKNz0lISDBqDxAVFWVon5SURFpamlEbtVpNeHh4tX2++eab+Pj40Lt3b9555x0qKppHl2hZhZbjV3PpbaM/UABR/vmklzlwTJawEMCFjEIKSivo61lkk+OP9MunXKdkb7ZMhCNqdzLPmfauZbjb22485iP9QzhzPZ+jV3JtFoOonVkL9mo0Grp06cJ3333HnDlz6n3wzMxMtFpttTFSAQEBnDt3rsbnpKWl1dg+LS3N8HjVttraADz77LP06dMHb29v9u3bx8KFC7l+/TrLli2r8bhlZWVG6+3l5+cDledEo2lccxIdS8mlrEJHH89iNPr6LTpX9Xxz99PLswRvhwp+SFfTQ10KjewcNbSqHLk5V6ydN40pZw9cykSpgG4eZfXOyTupKWdbu1QQ6lLGzxkeDPcrbPH5aKoWlbd6JcfyXOjhUWL1HK1J1WsbEKqmtZcz/96bRI8gtwaPozmwZt6aVTQ5ODhUGxfUVC1YsMDw/549e+Lo6MiTTz5JTEwMTk5O1drHxMTw+uuvV9u+bds2XFwaV2/Kz9cUOCmVJCtCuWKhG4biCu8y+zldvJVsTPWlW6AXylsG67dUcXFxhv9be16zxpSz315QEuyiYFeJ+XlUV7fmbFu1kp9ueBHR2gOF5KNZWkLelmu7cLrAjrt8nNhaYIMeyd/PcfzPP9PPQ8GWE8X0sbuCZ/U/R8JE1shbs4omgGeeeYa33nqLjz/+GHt7s59uxNfXFzs7O9LTjef0SU9PJzAwsMbnBAYG3rZ91b/p6ekEBQUZtQkLC6s1lvDwcCoqKkhOTqZz587VHl+4cKFRoZWfn09ISAijR4/Gw8Pj9i+0gf3vP0fo107P/R676r0vjV5JXOFd3Ov2Gw4K87qs/du4MC29PX4VKYQ/+Jd6x9KUaTQa4uLiuPfee3FwcAD++ARtLY0pZ1es2MPw7j6Mc//B6seqLWc9gl2Zfb0d7RXJdB33tNXjaA5aUt4e+nY1Wn17HgtIopt7w3cO3Jy3QzvA9muduZyVy/Qnpjd4LE2dNfPW7Krn4MGDxMfHs23bNnr06FFt8PSmTZtM3pejoyN9+/YlPj6eCRMmAKDT6YiPjyc6uubVyyIiIoiPj+e5554zbIuLizPcudeuXTsCAwOJj483FEn5+fns37+fp556qtZYjh07hlKpxN/fv8bHnZycauyBcnBwMPxQbG5HDDo9HLnUjSdCM80ucm7HQaEze38DvAoJcS5jy3VPBjeWc2RjN+eLtfOmseRsdlE5lzKLmR95Fw45DTdW5NacHehdiLu9lvgb7vSUfDRLS8jb43nOuNppudu9GHsbrmbioNDh4qBjRptMPr3sy7MaPZ4ujrYLqAmzRt6aXTR5enoyadIkixwcKi+TzZw5k379+tG/f3+WL19OUVERs2fPBmDGjBm0atWKmJjKO17mz5/PsGHDeO+99xg/fjzr16/n0KFDrFmzBgCFQsFzzz3HG2+8QadOnWjXrh2vvvoqwcHBhsIsISGB/f8/e/cdHkW5PXD8u5tk0xsJ6SEJSegl0kNvAgIiCkiRIiqgAlIs9+IPBURFULlUBewoSBMRrwpGio1Ib9JbCBDSe99k5/dHblZCCpuwyaacz/Pkgcy+O3N2cjI5M/PO+x48SK9evbC3tyc8PJxZs2YxduxYnJ2djfbZTOFCuhWpeea0dzZNh9s7qVTwqGcyn0W6skCbj5WFWemN736iqdecyg1OVJmj15MAaNPAGZJMF4elWuFBt1R+iHZkpqKgquqxD0S1djTZhhDHTMyrvjtTiZ5sEM9HEfX5Mvw60/sEmzoc8T/lLpo+++wzowYwcuRI4uLieP3114mOjiYkJIRdu3bpO3JHRkaiVv+TxZ07d2bjxo3MnTuXV199leDgYHbs2EGLFi30bV555RUyMjKYPHkyycnJdO3alV27dmFlZQUUnMls2rSJ+fPnk5OTQ0BAALNmzSpySbimOpxki4VKxwMmGm7gbkO9klhx1Z1fzsUwuJWXqcMRJhB+JQFvJ2t8nK1NHQqD3JPZHuXMxe//Q2P7fzobS5FetymKwrFkW57wqT4DoLpa5jPCO5HP9p9lom47diU90Sd5W+UMLpp0Oh3vvvsuO3fuJDc3lz59+jBv3jysre//QDht2rRSb8ft37+/2LIRI0YwYsSIUtenUql44403eOONN0p8vU2bNvz1118VirW6+yvRlpaOWViZVY8xPhra5vKAYwabD9+QoqmOOnAlni5BLtXiyk5X14JbdD9EO9HYXuZHFAWuJ2SSkGtOGxMNiVGa5wLi2HKzXsFtusCSB3wWVcvgC5FvvfUWr776KnZ2dnh7e7N8+XKmTp1ambGJcspX4M8EO7q6pJs6lCLG+ibw+6V4rsVXrwOSqHzx6Tmcj06jc6CrqUMBCm7R9XNL4b/RTsjYgaJQ4S1kU45tVxJvay3jGiSw7lp9EnPL6N4gqozBRdP69ev54IMP2L17Nzt27OD7779nw4YN6HQyKWt18XeqNSl55nRzqV4Tkw7ySMHZxoINf13/Z+G+RUW/RK0UfqXgdkdooIuJI/nHwx7JXM205GSK6W8XiurhyPUkGtll42hR/f6ePd8wFgX48FrJDymJqmVw0RQZGcnAgQP13/ft2xeVSkVUlMyRU138Hm+PnVm+yaZPKY2VmcLj7X3ZevQmWbn5pg5HVKEDVxIIcrPD3cHK1KHodXNNx9Mql8236pk6FFFNHLueZLLR6u/FRZPPJP84voh0ITJTnqIzNYOLpry8PH1H6kIWFhbVbjTsuuz3BDs61UvHopo8/XGnJzr4kZat5ZtjN00diqgiiqLwx+U4Olejq0wAZioY4Z3E97edyMwzfT8rYVopWVouxqZVu1tzd5rkH4+LJo8F56VfqKkZ3BFcURSefPLJIuNnZGdn8+yzzxYZq6k84zQJ48nIyeNYsg2vNblt6lBK1MDFhodaerLut6uMau9b/sc2RY1zKTadG4lZ9GpS/W4rjPBOZOUVN36IcWKEd1LJt4jlyaQ64eDVBBQFQp2rV1/QO9ma63i9cRTPnfQnLNaBB90qd4BRUTqDr0lMmDABNzc3HB0d9V9jx47Fy8uryDJhGr9djEOrqOnpWr36M93puR6BRCZm8sPp6lnYCeP65VwMNhozQhtWrytNAL7WWrq6pLPxhtyiq+sOXEnAx9kaX5vqfddkgHsq3V3SmH/OS66QmpDBJ/zGHp9JGNfPZ2NoYpdFA5tcU4dSqhbejnRvVJ8P9l1hcOuC2ySi9tpzLpauQa5lD2pqQk82iOfp4wEcTbKhrXP1vTUjKtdfVxOq3S3kkqhU8EbTW/Q/0IjFlzxZ0FT6E5tCNez9IspLm69jz7kY+rlX40u2/3tKbqZzOBdi0vg2qmaPvC7KFp+ew7HIJPo2czd1KKXqVT+NQNts1kbUN3UowkSq25AY9+Jvm8u/G93mi0hXfo+3M3U4dZIUTbXAwauJpGbn0c8txdSh3FMbp0wGuifz/mV3svPlUlNttedcwcCRvRpXv/5MhdSqgg62YbEOXM2Qp5Lqor+uVr8hMe5lQoMEutRL4+W/fUhIz7n3G4RRSdFUC+w+E423kzXNTTAzd0W8HBxNXI4Fn1yvGWd3ovy+OxFFaEMX6tsXn3i1OhnqmYSrJo/VV6tvcScqz68X4qrdkBj3olbBey1volXUTP/6OHn51W9sqdpMiqYaLjdPxw+nbzOwpQfVYJYKgwTY5jLWN4EPr7oRnS3P0dU20SnZhF9NYOgD3qYO5Z6szBSmNYzl2yhnLqZX7wJPGJdOp7DvQhx9quHTnffiaaVlVevrHLyWyJLdF0wdTp0iRVMN9+vFOBIzchnW1sfUoZTLrKAYrMx0vHbOW6azqGV2nryFhZmaAS08asTI76N9E/GxzuXdSx6mDkVUob+jUohPz6mWQ2IYIrReBnMeasK6366y9cgNU4dTZ0jRVMNtP3aTZp4ONPFwMHUo5eJokc8bTaMIi3XkhxgZqqK2UBSF7cdu0bepGw5WFqYOxyAatcKLQTGExTryZ4J0rq0r9p6PxcHKnLZ+NfehlKe7BjC6QwP+vf20vh+hqFxyb6QGS0jPYc+5WF4Z0NjUoVTIQ+4pDHJP5tUz3rR2yKz246SIeztyPYnz0Wn836Cmpg6lXIZ4JrPhZj3mnvXmp84XsTKTy5+11v+ueO49FER3p1wsflts4oAqTrX/Hd50gkRXP57/8hDrHoigh2u6DMxaieRKUw325V/XUathWJuadWuukEoFbze/iaNFPtNO+pGrqyGdskSpvjgQQUNXW7rUkEe4C6lU8HazW9zMsmCldAqv9SIzNZxKtakRTxzfi5kKlreKpKtLOpOO+bM7pmbddahppGiqobK1+XwZfp0RbX1xtq25j0s7WuhY1TqSs2lWvH7WS/o31WC3krPY9Xc0Yzv5oVbXvAI4yC6HFwJj+fCqG+GJtvd+g6ixvo92xNpMR9/61Xhsu3KwMlNYExLBg+6pPH/Sj68PRZo6pFpLiqYa6tvjt0jMzOXprgGmDuW+tXbMYlHzW2y65SJn+TXYB/su42Btwcj2vqYOpcKebxhLx3oZzDzVQMbAqcW+v+3Eg/VTsDGvPWdpFmpY0SqSMT4JzNl+mtd2/I1WhiMwOimaaqB8ncLHv1/lwabu+LvWjjPi4d5JvBgUzdLLHnx2veYMNCcKRCVnseXIDZ7pFoCtZc3tKmmmgmUtI8lTVEzdeIzcPPmjU9tcSLPkfLo1D3vW/FtzdzNTwcJmUbz9aEs2HY5k5NpwridkmDqsWqXmHt3qsG1Hb3AlLoP3G56AfWGmDsdopjWMJT1PzYLz3mTuu8zUXkGmDkmU5Y4hBN477YO92oHx2m9gX80uNNyt8vgwJIKxRzVM23iM1U+0wcJMzi9ri69vuuCiyaN7NZ7c/H6N6diAxh72zNp8goeW/87/DWrK6PYNauRt8+pGjgQ1THpOHu/9fJFHQrwIccoydThGpVLBvxtFMzMwmnd3X+Df35wiJy/f1GGJeziabMP2qHq8FByNnXnNLpgKdXDO5MOxbdh3IZbpG4/LbY5aIjM3j2+inBnpnYiluvbcmitJWz9nfpzRjUdCvPi/b/9m2JoDnLqZbOqwajwpmmqY/4RdJCVLyysDmpg6lEqhUsHMoFiWDG/F9uO3eHztX9xMkhnoq6u0PDWzT/nS2iGTkT6Jpg7HqPo0deeDJ9qy53wMU748Slq2DIlR031z7BbpeWrG+CaYOpQqYWdpzqLHWrF5cieycvMZsupPJq8/wtmo2tEB3hTk9lwN8ufleD754xpzBzXF28na1OFUqsfb+dLY3Z7nNxxjwLLf+fdDTRjdoQFmcnm52lAU+PcZHxK15qxvdw2zWvijebCZOx+Nb8f0r48zdPWfrB3XjiA3GQCzJsrJy+fDfZcZ7JGCj3UtL4DvGn2/I/DflvBdt3Gs2HuJgSt+p39zdyZ2CaBjQD1UKlXpI/bLmE9FSNFUQ8Sl5fDilpN0CXLhqS41/4k5Q7T2deKnmd14879nmbvjb744EMG/BjShT1O3gl9yUbXuOqh+ecOFH6KdWN36On42uSYKqvL1bOzGd1O7MHnNbgYu28eMwBgm+8dh0Uf+mNQkmw7dIDo1m5kt6+bI2eZqGNbWhyEhXnx77Bbrfr/KqHV/0cjdjqEPePNwpkX5Bhgua1qkWlxoSdFUA2Tk5PH0F4fRKQrvjwipG535/vcL6QAscYEnpj7HOz+d55n1R2jv78zTXRvSt6kb5tJB1yS+vlGPeee8eLJBPIM8at9TSECRPwoNge9DVSy77M77lzz4/rYTL3vF0KuxW934fazhUjK1rNp3maEPeBNoe8rU4ZiUhZmax9v7MqKdDweuJLDxUCQr9lxiibYpIY4ZDPZIoadrGoG2OTVmEviqJEVTNZeYkcvk9Ue4EpvO5imheDhamTokk2jt68TGSR359WIcy/dc4tmvjuLuYMnI9g0YGuJFw/pyy6QqKAp8ct2VNy94Md43ntebRJk6pCpjbaYwp3E0D3umMO+cF09/cYTA+rZM6taQoQ94Y2VhZuoQRSnmf3+GbG0+L/dvDMd+MnU41YJKpaJLkCtdglzJyMljzzfr+D7aiSUXPXjzghfullq6uKTR2eEmbf2c8XexkSv8VJOiafXq1bz77rtER0fTunVrVq5cSYcOHUptv3XrVl577TUiIiIIDg5m8eLFDBw4UP+6oijMmzePjz76iOTkZLp06cKHH35IcHCwvk1iYiLTp0/n+++/R61WM2zYMJYvX46dXfX543v0eiIzN58gKzefr57pSAvvuj2xrUqlomdjN3o2duNMVAobD0byye9XWbHnEk087Pn2+S5Ya+QPV2WJyTbnjfNe/BDjxLMBsfwrOLpOnom2cMhiW4crHG04hY9+v8qcb0/zzq7z9G7sRp+m7nRr5FpjJiuuC747cYtvj9/i/RGt8XSs3X1B76mUW2q2wBBPGOKZQmaeikNJtvyZaM+fCXZs33oSACcbC5p5OhDsZkeQuz2NEm0JtsumnqZuPeFs8qJp8+bNzJ49mzVr1tCxY0eWLVtG//79uXDhAm5uxUeHPnDgAKNHj2bRokUMHjyYjRs3MnToUI4dO0aLFi0AWLJkCStWrOCLL74gICCA1157jf79+3P27FmsrAqu1DzxxBPcvn2bsLAwtFotEydOZPLkyWzcuLFKP39JrsVnsPin8+w6E00rh0y+bnMdnytHoEHtvU98T3f9sjcH3nKCud1V/Bpvz5l6faVgqkTbjt5k3h+NsTJTWNX6OoNr6y05A6lU0M6/Hu3863EtPoNtR2+w51ws24/fwlytomPDeoQ2dKGFtyMtvB1xtbM0dch1jqIorPn1Ku/uPs8jIV481sbb1CHVCDbmCj3rp9OzfjoAyR1f5OTNFE5EJnMhJpUDVxLYcDCSPF0gAC6aPAJts/G20uJppcXLOhev8zF4OVnjameJo7VFrRrnzORF09KlS5k0aRITJ04EYM2aNfzwww98+umn/Pvf/y7Wfvny5QwYMICXX34ZgIULFxIWFsaqVatYs2YNiqKwbNky5s6dyyOPPALA+vXrcXd3Z8eOHYwaNYpz586xa9cuDh8+TLt27QBYuXIlAwcO5L333sPLy6uKPv0/MnLy+PViHLv+jubH07dxd7DiPy0jecQzGekyUTprM4UB7qkM6NXY1KHUavVsLRjuncTsoBgcLerWmWWp/lfIBwAva+DlmXO4mZTJ3vOx7DkXy9rfrpKWnQeAu4MlAa62+Djb4ONsjY+zDb7O1vjUs6n1T8KaQkZOHq98sJkfYpyY2jCG2W6nUO3fZeqwaiQnGw09GtWnR6P6+mW5eTqu/7SMS+lWXEy35FqmJTezNBxKsiU6x4L8s0eKrMPe0hxHGwucbTQ42VjgaP3P/51sNDhZW+Bsa4GtxhxrjRnWFmZYWZgV+X+xJ6dN9LSfSYum3Nxcjh49ypw5/3xItVpN3759CQ8PL/E94eHhzJ49u8iy/v37s2PHDgCuXbtGdHQ0ffv21b/u6OhIx44dCQ8PZ9SoUYSHh+Pk5KQvmAD69u2LWq3m4MGDPProo0b8lPeWlq2lw1t7yNLm08Qui38FJzHONwErs7sGXyvraQUhKlHvJu70vl13+i9VyL5F+ADjgfEBoPhDZJaGv1OtOZNqTWSmhssJFuzP0hCfW3D7zsVWw9HXHjRl1LVOTl4+wz48wI14e9aERDDAXcYkui8l/N3RAMF2EGyXw8C7XstXIDbHgqhsCxJyzUnWmpGiNSPpf/9PTjUjMcGMK1rzguVac7Ly730lSmOuxtqioIiy1phhmR2MRq1goVYK/lUpaNQ63JJPs2Bw5Y1jaNKiKT4+nvz8fNzd3Yssd3d35/z58yW+Jzo6usT20dHR+tcLl5XV5u5bf+bm5tSrV0/f5m45OTnk5PwzgWdKSsHticTERLTa+x/z49U+vrSM/Q7f/40fkpEF1WHGIK2iJjMzkwRVLhaqajwqckL1HqxOq9UW7MeEBCwsCv5gpqUVTOOgKJUzMrHRcza9ZgwrUJ1y1o5cOtml0+murpJZ+SqicyxIbTyShGqcuzU1b4c2c6RN4gECbXNISK+UMI2uOuXt/dKQi785+BtYYeTkq0jJMyM7X02WTk12voqsfBXZ+WqyAweQlacjR5tPlvZ//+bpyIlMQKtTkYsKrQ60OhWZOhWJiUkkJCRUWt6a/PZcTbFo0SIWLFhQbHlAQN0YM6n6m2/qACosLS0NR0fjd/KXnK0JXjV1ABUmeSuqxkvlfsfaMl6737w1adHk6uqKmZkZMTFFBxuLiYnBw8OjxPd4eHiU2b7w35iYGDw9PYu0CQkJ0beJjY0tso68vDwSExNL3e6cOXOK3BbU6XQkJibi4uJSqx/DTE1NxdfXlxs3buDg4GDqcGqskvajoiikpaVVWh86yVnJ2fsleVt1JG+NpzLz1qRFk0ajoW3btuzZs4ehQ4cCBb8ge/bsYdq0aSW+JzQ0lD179jBz5kz9srCwMEJDQ4GCsxEPDw/27NmjL5JSU1M5ePAgzz33nH4dycnJHD16lLZt2wKwd+9edDodHTt2LHG7lpaWWFoWfQLGycmpgp+85nFwcJBfZCO4ez9Wxpl6IclZyVljkbytOpK3xlMZeWvy23OzZ89mwoQJtGvXjg4dOrBs2TIyMjL0T9ONHz8eb29vFi0q6Iw2Y8YMevTowfvvv8+gQYPYtGkTR44cYd26dUDBWD4zZ87kzTffJDg4WD/kgJeXl74wa9q0KQMGDGDSpEmsWbMGrVbLtGnTGDVqlEmenBNCCCFE9WfyomnkyJHExcXx+uuvEx0dTUhICLt27dJ35I6MjESt/qdnfefOndm4cSNz587l1VdfJTg4mB07dujHaAJ45ZVXyMjIYPLkySQnJ9O1a1d27dqlH6MJYMOGDUybNo0+ffroB7dcsWJF1X1wIYQQQtQoKqWyHoEQtUJOTg6LFi1izpw5xS6ZC8PJfqw6sq+NR/Zl1ZF9bTyVuS+laBJCCCGEMEDtGdtcCCGEEKISSdEkhBBCCGEAKZqEEEIIIQwgRZMQQgghhAGkaBJCCCGEMIAUTUIIIYQQBpCiSQghhBDCAFI0CSGEEEIYQIomIYQQQggDSNEkhBBCCGEAKZqEEEIIIQwgRZMQQgghhAGkaBJCCCGEMIAUTUIIIYQQBpCiSQghhBDCAFI0CSGEEEIYQIomUelUKhXz5883dRhCCCHuYf/+/ahUKrZt22bqUKolKZqEQT7//HNUKhVHjhwxdSiiDvvggw9QqVR07NjR1KFUyAcffMDnn39u6jCEAU6fPs3w4cPx8/PDysoKb29vHnzwQVauXFlp24yKimL+/PmcOHGi0rYh7o8UTUKIGmPDhg34+/tz6NAhLl++bOpwyk2KpprhwIEDtGvXjpMnTzJp0iRWrVrFM888g1qtZvny5ZW23aioKBYsWCBFUzVmbuoAhBDCENeuXePAgQNs376dKVOmsGHDBubNm2fqsEQt9NZbb+Ho6Mjhw4dxcnIq8lpsbKxpgqplMjIysLW1NXUY5SZXmkSF9OzZk549exZb/uSTT+Lv71/q+/bt24dKpeLbb78t9trGjRtRqVSEh4cbMVJRW2zYsAFnZ2cGDRrE8OHD2bBhQ5HXC/ti7N+/v8jyiIgIVCpVsSs8W7dupVmzZlhZWdGiRQu+/fbbYvlbnnVGR0czceJEfHx8sLS0xNPTk0ceeYSIiAgA/P39OXPmDL/++isqlQqVSlXi75AwvStXrtC8efNiBROAm5tbke+/+uor2rZti7W1NfXq1WPUqFHcuHGjSJuePXvSokULjh49SufOnbG2tiYgIIA1a9bo2+zfv5/27dsDMHHiRH2O3JljBw8eZMCAATg6OmJjY0OPHj34888/i2xr/vz5qFQqLl68yNixY3F0dKR+/fq89tprKIrCjRs3eOSRR3BwcMDDw4P333+/xH2Qn5/Pq6++ioeHB7a2tgwZMqTY5ypvTGfPnmXMmDE4OzvTtWvXErdb3UnRJKpUz5498fX1LfYHDwr+KAYGBhIaGmqCyER1t2HDBh577DE0Gg2jR4/m0qVLHD58uELr+uGHHxg5ciQWFhYsWrSIxx57jKeffpqjR49WOL5hw4bx7bffMnHiRD744ANeeOEF0tLSiIyMBGDZsmX4+PjQpEkTvvzyS7788kv+7//+r8LbE5XHz8+Po0eP8vfff5fZ7q233mL8+PEEBwezdOlSZs6cyZ49e+jevTvJyclF2iYlJTFw4EDatm3LkiVL8PHx4bnnnuPTTz8FoGnTprzxxhsATJ48WZ8j3bt3B2Dv3r10796d1NRU5s2bx9tvv01ycjK9e/fm0KFDxWIbOXIkOp2Od955h44dO/Lmm2+ybNkyHnzwQby9vVm8eDFBQUG89NJL/PbbbyV+th9++IF//etfvPDCC4SFhdG3b1+ysrL0bcob04gRI8jMzOTtt99m0qRJZf8QqitFCAN89tlnCqAcPnxYURRF6dGjh9KjR49i7SZMmKD4+fkVWQYo8+bN038/Z84cxdLSUklOTtYvi42NVczNzYu0E6LQkSNHFEAJCwtTFEVRdDqd4uPjo8yYMUPfZt++fQqg7Nu3r8h7r127pgDKZ599pl/WsmVLxcfHR0lLS9Mv279/vwIUyV9D15mUlKQAyrvvvlvm52jevHmJvzeievn5558VMzMzxczMTAkNDVVeeeUVZffu3Upubq6+TUREhGJmZqa89dZbRd57+vRpxdzcvMjyHj16KIDy/vvv65fl5OQoISEhipubm369hw8fLparilKQ78HBwUr//v0VnU6nX56ZmakEBAQoDz74oH7ZvHnzFECZPHmyflleXp7i4+OjqFQq5Z133tEvT0pKUqytrZUJEybolxXmvLe3t5KamqpfvmXLFgVQli9fXuGYRo8eXcoerznkSpOocuPHjycnJ6fII62bN28mLy+PsWPHmjAyUV1t2LABd3d3evXqBRQMYzFy5Eg2bdpEfn5+udYVFRXF6dOnGT9+PHZ2dvrlPXr0oGXLlhWKz9raGo1Gw/79+0lKSqrQOkT18eCDDxIeHs6QIUM4efIkS5YsoX///nh7e7Nz504Atm/fjk6n4/HHHyc+Pl7/5eHhQXBwMPv27SuyTnNzc6ZMmaL/XqPRMGXKFGJjY+95hfPEiRNcunSJMWPGkJCQoN9WRkYGffr04bfffkOn0xV5zzPPPKP/v5mZGe3atUNRFJ5++mn9cicnJxo3bszVq1eLbXP8+PHY29vrvx8+fDienp78+OOPFY7p2WefLfNz1gTSEVxUuSZNmtC+fXs2bNig/wXesGEDnTp1IigoyMTRieomPz+fTZs20atXL65du6Zf3rFjR95//3327NlDv379DF7f9evXAUrMtaCgII4dO1buGC0tLVm8eDEvvvgi7u7udOrUicGDBzN+/Hg8PDzKvT5heu3bt2f79u3k5uZy8uRJvv32W/7zn/8wfPhwfcGgKArBwcElvt/CwqLI915eXsU6Pjdq1Ago6CPXqVOnUmO5dOkSABMmTCi1TUpKCs7OzvrvGzRoUOR1R0dHrKyscHV1LbY8ISGh2Pru/lwqlYqgoCB9H72KxBQQEFBq25pCiiZRISqVCkVRii039Kx//PjxzJgxg5s3b5KTk8Nff/3FqlWrjB2mqAX27t3L7du32bRpE5s2bSr2+oYNG+jXrx8qlarE95f3StSdyrPOmTNn8vDDD7Njxw52797Na6+9xqJFi9i7dy8PPPBAhWMQpqXRaGjfvj3t27enUaNGTJw4ka1bt6LT6VCpVPz000+YmZkVe9+dVzHvV+EVm3fffZeQkJAS29y9vZJiKmkZUOKxvDJisra2Lvd2qhspmkSFODs7l3hJt/As/l5GjRrF7Nmz+frrr8nKysLCwoKRI0caO0xRC2zYsAE3NzdWr15d7LXt27fz7bffsmbNGv0Z7d0dcO/OST8/P4ASx3m6e5mh6ywUGBjIiy++yIsvvsilS5cICQnh/fff56uvvgJKL8JEzdCuXTsAbt++TWBgIIqiEBAQoL9iVJaoqKhij9lfvHgRQP/EZmn5ERgYCICDgwN9+/a9n49gsMIrSYUUReHy5cu0atXKZDFVB9KnSVRIYGAg58+fJy4uTr/s5MmTxR41LY2rqysPPfQQX331FRs2bGDAgAHFLhsLkZWVxfbt2xk8eDDDhw8v9jVt2jTS0tLYuXMnfn5+mJmZFXsS6IMPPijyvZeXFy1atGD9+vWkp6frl//666+cPn26SFtD15mZmUl2dnaRZYGBgdjb25OTk6NfZmtrW6wAE9XPvn37Srz6Utifp3Hjxjz22GOYmZmxYMGCYm0VRSl2yysvL4+1a9fqv8/NzWXt2rXUr1+ftm3bAugLqrtzpG3btgQGBvLee+8VydlCdx6HjWX9+vWkpaXpv9+2bRu3b9/moYceMllM1YFcaRIV8tRTT7F06VL69+/P008/TWxsLGvWrKF58+akpqYatI7x48czfPhwABYuXFiZ4YoaaufOnaSlpTFkyJASX+/UqRP169dnw4YNjBw5khEjRrBy5UpUKhWBgYH897//LXEwwrfffptHHnmELl26MHHiRJKSkli1ahUtWrQo8gfA0dHRoHVevHiRPn368Pjjj9OsWTPMzc359ttviYmJYdSoUfp2bdu25cMPP+TNN98kKCgINzc3evfubaS9JYxl+vTpZGZm8uijj9KkSRNyc3M5cOAAmzdvxt/fn4kTJ+Lk5MSbb77JnDlziIiIYOjQodjb23Pt2jW+/fZbJk+ezEsvvaRfp5eXF4sXLyYiIoJGjRqxefNmTpw4wbp16/T9nwIDA3FycmLNmjXY29tja2tLx44dCQgI4OOPP+ahhx6iefPmTJw4EW9vb27dusW+fftwcHDg+++/N+o+qFevHl27dmXixInExMSwbNkygoKC9EMFqNXqKo+pWjDZc3uiRvn0008VQDl27Jh+2VdffaU0bNhQ0Wg0SkhIiLJ7926DhhwolJOTozg7OyuOjo5KVlZWJX8CURM9/PDDipWVlZKRkVFqmyeffFKxsLBQ4uPjlbi4OGXYsGGKjY2N4uzsrEyZMkX5+++/S3yMe9OmTUqTJk0US0tLpUWLFsrOnTuVYcOGKU2aNCnSzpB1xsfHK1OnTlWaNGmi2NraKo6OjkrHjh2VLVu2FFlXdHS0MmjQIMXe3l4BZPiBauqnn35SnnrqKaVJkyaKnZ2dotFolKCgIGX69OlKTExMkbbffPON0rVrV8XW1laxtbVVmjRpokydOlW5cOGCvk2PHj2U5s2bK0eOHFFCQ0MVKysrxc/PT1m1alWxbX/33XdKs2bNFHNz82J5e/z4ceWxxx5TXFxcFEtLS8XPz095/PHHlT179ujbFD7eHxcXV2S9EyZMUGxtbYttrzC2QoVDDnz99dfKnDlzFDc3N8Xa2loZNGiQcv369WLvv5+YaiKVolSgB5ioc1asWMGMGTO4fPmy/l72/crLy8PLy4uHH36YTz75xCjrFOJ+hISEUL9+fcLCwkwdiqhFevbsSXx8/D0HyxTVn/RpEgY5fPgwtra2+k60xrBjxw7i4uIYP3680dYphCG0Wi15eXlFlu3fv5+TJ0/K1CZCiFJJnyZRpm+++Yb9+/ezYcMGnnnmGczN7z9lDh48yKlTp1i4cCEPPPAAPXr0MEKkQhju1q1b9O3bl7Fjx+Ll5cX58+dZs2YNHh4etWIAPiFE5ZCiSZTppZdeIi0tjaeffpr//Oc/Rlnnhx9+yFdffUVISEixSVSFqArOzs60bduWjz/+mLi4OGxtbRk0aBDvvPMOLi4upg5PCFFNSZ8mIYQQQggDSJ8mIYQQQggDSNEkhBBCCGEA6dNUQTqdjqioKOzt7WVqBFEhiqKQlpaGl5cXanXln79IzgpjkLwVNZGx8laKpgqKiorC19fX1GGIWuDGjRv4+PhU+nYkZ4UxSd6Kmuh+81aKpgqyt7cHCn4ADg4OJo6m8mi1Wn7++Wf69eunH+pflF9J+zE1NRVfX199LlU2yVlRXpK3VUfy1ngqM2+laKqgwsvEDg4Otf4X2cbGBgcHB/lFvg9l7cequuUgOSvKS/K26kjeGk9l5q10BBdCCCGEMIBcaTKyvLy8YtMz1GRarRZzc3Oys7PJz883dTjlZm5ubpRRzGsznU5Hbm6uqcMwGsnZukGOtdVLXcnb2v8Jq4iiKERFRZGammrqUIxKURQ8PDy4ceNGjX1yxcHBAS8vrxobf2XS6XRcv36d7OxsU4diNJKztZsca6uvupC3UjQZSU5ODqmpqbi4uNSqR2N1Oh3p6enY2dlVyePFxlT4iGlCQgKurq5YWlqaOqRqJzc3l+zsbDw8PLC2tjZ1OEYhOVu7ybG2+qlLeStFk5E5ODhgZWVl6jCMpvDWjZWVVY37RYaCTn8JCQnIbEFls7a2rjV5KzlbN8ixtnqpK3lb834yAoCIiAiGDx8OwKVLl2jXrh2RkZFs2rSJTp060b17dx599NEqi8FYli9fTpcuXRgyZEixy++HDh0iNDSU7t27M3r0aLRaLVlZWfTs2ZOePXvSoUMHHnjgAaPGI4ynLuYswL/+9S+6devGuHHj0Gq1AGzdupXOnTvTp08fbt68adR4hHHVxbwt6VgLEBwcrD/ehoWFGTWemkKuNNVwt27dYsyYMXz11Vc0aNCAIUOGcOjQITQaDUlJSaYOr1zi4+PZuXMnf/zxBxs3bmT16tXMmTNH/7qvry979+7F2tqaOXPm8N133zF8+HD2798PwOeff87169dNFL0wVF3K2ZMnT3Lr1i1+//133nrrLbZt28aIESNYunQpv/76K4cPH2bhwoWsXbvWhJ9CGKIu5W1px1pHR0f98baukitNNVhiYiLDhg1jzZo1NGnSBICsrCwOHDhAfn4+zs7Oxd7Tpk0bJk+eTGhoKO+++26J6502bRoHDx4EYM+ePcyfP5+YmBh69epFt27dGD58eLGnO3r27El6ejoAw4cPJyIiguzsbMaOHUvv3r1LPQu/0+HDh+nRowcqlYoBAwbw559/Fnnd09NT3+9Go9EUu4S9detWHn/88TK3IUyrruXsgQMH6NevH4D+9UuXLtG0aVM0Gg1dunTh1KlTBuw5YUp1LW9LO9amp6fTo0cPxowZQ2Ji4r12W60kV5oqQVZuPlfi0o2yrsD6dlhrzEp87dixY3Tr1o22bdvql23YsIFFixYxceJEnnzySebNm1fkPUlJSbz44ov6y6wTJkzAzc2tSJtRo0axadMmOnbsyJYtWxg/fjzOzs6EhYVhbm7OjBkz2Lt3L8HBwWXG/vHHH9O7d2+eeuopNm/ezLp163jppZfo06dPsQPBsmXLSEpK0g9e5+joWOov5fXr1/n555+ZO3eufllycjLR0dE0bdq0zJhE6aoib+taziYlJeHp6Vnk9TvfA9TIx8urE2PlrRxri7v7WPvnn3/i4uLC+vXrmTdvHitXriwzrtpIiqZKcCUuncEr/zDKuv47vSstvB1LfK1v3754eXnx+uuv88YbbwDQrl07vvnmG3JzcxkwYADnz5/XnxkB2NnZ0bhxYwBat27NtWvXiv0id+nShZdffpnc3FzOnTtHy5YtSUhIYOrUqSQlJREVFUWbNm2K/CLf+QRLYUfAs2fPcvjwYdavX49Wq6Vbt25AwRlVSaKiorh8+TIAKSkp1KtXr1ib1NRUxo0bx+eff15kpNfvvvuORx55pJS9KAxRFXlb13LWyclJf9Zf+PqdywDMzEr+Qy0MY6y8lWNtUSUda11cXICCK1wff/xxabuyVpOiqRIE1rfjv9O7Gm1dZVm2bBmPPvoon332GRMnTuTSpUsEBwej0WhwdHQs9iRDeno6ly5dIigoiFOnTuHv719snSqVii5durBgwQL69OkDwNdff83gwYN55plnmD59erH1Ojs7c/PmTYKCgjhz5gwATZo0ITQ0lHHjxgHoOxOWdvbTvn17li5dCsDu3bvp0qVLkTZ5eXmMGjWKefPm6Q9GhbZu3cp7771X5r4SZauqvK1LOdu5c2eWLl3K+PHj9a8HBwdz7tw5cnNzOXLkCK1atbrX7hRlMFbeyrH2HyUda3Nzc1EUBUtLS37//XeCgoLK3F+1lRRNlcBaY1bqGYuxqdVqNm7cSN++ffHx8WHVqlXExcWhVqvp1q1bsdtVzs7OLFu2jKNHj/Loo4/i7u5e4npHjRpFp06d9P0tevfuzYQJE/j+++9LHM/n+eefZ8SIEbRq1Uq/zsmTJzN58mQ+++wzAF588UUGDRpU6tkPwKBBg+jSpQvOzs5s2LABgJkzZ7Jo0SK2bdvGwYMHWbhwIQsXLuS5555j5MiRpKSkEB0dXeQsT5RfVeVtXcrZkJAQ3N3d6datGw0aNOCll17CwsKCmTNn0rNnT6ysrPjiiy/KvxOFnuRt1Rxre/bsycCBA7G1tcXS0pJPP/20/DuxFlAptX1QhUqSmpqKo6MjKSkpODg4kJ2dzbVr1wgICKjWY4e0a9eOI0eOGNxep9ORmpqKg4NDjRw7pLr8XLRaLT/++CMDBw4sMuv2nTlU2UraXnXZP2WRnDWd6pi31Wn/lEXy1nQqM2/lSlMd9+uvvxbrwLhnzx7pZyGqLclZURNJ3tYOUjTVMXef+fTo0aPOj7shqjfJWVETSd7WTjXvGqAQQgghhAnIlSYjS01NRVGUWjWJZOGkrjXtPnvhJJJArfl5VJasrCxTh2A0krN1gxxrq4+6lLdSNBmJpaUlDg4OJCQkkJCQYOpwjEZRFLKysrC2tq6xvwwODg5oNBpTh1EtaTQarKysiI6ONnUoRiM5W7vJsbb6qgt5K0WTkahUKry9vXF3dycvL8/U4RiNVqvlt99+o3v37kUGk6wpzM3NMTeXNC+NWq3Gz8+P3NxcU4diNJKztZsca6unupK3tf8TVrHaljhmZmbk5eVhZWVVI3+Rxb2p1WqTPyJsTJKzdYMca4Up1Kwbp0IIIYQQJiJFkxBCCCGEAaRoEkIIIYQwgEE3hEuaAbksKpWKY8eO4efnV6GghBBCCCGqG4OKpuTkZJYtW4aj470nRVQUheeff77YzMpCCCGEEDWZwY8ejBo1Cjc3N4PaTp8+vcIBCSGEEEJURwYVTTqdrlwrLRwZVAghhBCitjB5R/DVq1fj7++PlZUVHTt25NChQ2W237p1K02aNMHKyoqWLVvy448/Fnl9+/bt9OvXDxcXF1QqFSdOnCi2jp49e6JSqYp8Pfvss8b8WEIIIYSoZe6raHJwcODq1asVfv/mzZuZPXs28+bN49ixY7Ru3Zr+/fsTGxtbYvsDBw4wevRonn76aY4fP87QoUMZOnQof//9t75NRkYGXbt2ZfHixWVue9KkSdy+fVv/tWTJkgp/DiGEEELUfvdVNCmKcl8bX7p0KZMmTWLixIk0a9aMNWvWYGNjw6efflpi++XLlzNgwABefvllmjZtysKFC2nTpg2rVq3Stxk3bhyvv/46ffv2LXPbNjY2eHh46L8cHBzu67MIIYQQonYz2e253Nxcjh49WqS4UavV9O3bl/Dw8BLfEx4eXqwY6t+/f6nty7JhwwZcXV1p0aIFc+bMITMzs9zrEEIIIUTdcV8T94wdO7bCV2ji4+PJz8/H3d29yHJ3d3fOnz9f4nuio6NLbF/eGdrHjBmDn58fXl5enDp1in/9619cuHCB7du3l/qenJwccnJy9N+npqYCBZMsarXacm2/Jin8bLX5M1aFkvZjZe9Tydna+xmriuRt1ZG8NZ7KzNv7Kpo+/PBDowRR1SZPnqz/f8uWLfH09KRPnz5cuXKFwMDAEt+zaNEiFixYUGz5zz//jI2NTaXFWl2EhYWZOoRa4c79WNlXNyVnJWeNRfK26kjeGk9l5K1BRdOKFSuYPHmywTOhr1mzhieeeAJ7e/tS27i6umJmZkZMTEyR5TExMXh4eJT4Hg8Pj3K1N1THjh0BuHz5cqlF05w5c5g9e7b++9TUVHx9fenXr1+t7g+l1WoJCwvjwQcflJm370NJ+7HwDLqySM5Kzt4vyduqI3lrPJWZtwYVTbNmzWL06NEGF02vvPIK/fr1K7No0mg0tG3blj179jB06FCgYDyoPXv2MG3atBLfExoayp49e5g5c6Z+WVhYGKGhoQbFVZrCYQk8PT1LbWNpaYmlpWWx5RYWFnUiwevK56xsd+7Hyt6fkrN143NWBcnbqlNXPmdVqIy8NahoUhSFPn36YG5u2N28rKwsg9rNnj2bCRMm0K5dOzp06MCyZcvIyMhg4sSJAIwfPx5vb28WLVoEwIwZM+jRowfvv/8+gwYNYtOmTRw5coR169bp15mYmEhkZCRRUVEAXLhwAUD/lNyVK1fYuHEjAwcOxMXFhVOnTjFr1iy6d+9Oq1atDIpbCCGEEHWPQVXQvHnzyrXSRx55xKBJfkeOHElcXByvv/460dHRhISEsGvXLn1n78jISNTqfx7w69y5Mxs3bmTu3Lm8+uqrBAcHs2PHDlq0aKFvs3PnTn3RBQXTvxR+hvnz56PRaPjll1/0BZqvry/Dhg1j7ty55fqMQgghhKhbKqVoKo9p06aVejtu//79xZaNGDGCESNGlLq+J598kieffLLU1319ffn111/LG6YQQggh6jiTT6MihBBCCFETSNEkhBBCCGEAKZqEEEIIIQwgRZMQQgghhAHKXTTt27evMuIQQgghhKjWyl00DRgwgMDAQN58801u3LhRGTEJIYQQQlQ75S6abt26xbRp09i2bRsNGzakf//+bNmyhdzc3MqITwghhBCiWih30eTq6sqsWbM4ceIEBw8epFGjRjz//PN4eXnxwgsvcPLkycqIUwghhBDCpO6rI3ibNm2YM2cO06ZNIz09nU8//ZS2bdvSrVs3zpw5Y6wYhRBCCCFMrkJFk1arZdu2bQwcOBA/Pz92797NqlWriImJ4fLly/j5+ZU5arcQQgghRE1j2Ay8d5g+fTpff/01iqIwbtw4lixZUmTuN1tbW9577z28vLyMGqgQQgghhCmVu2g6e/YsK1eu5LHHHsPS0rLENq6urjI0gRBCCFGafYuKfq+ogSYmCUUYrty35+bNm8eIESOKFUx5eXn89ttvAJibm9OjRw/jRCiEEEIIUQ2Uu2jq1asXiYmJxZanpKTQq1cvowQlhBBCCFHdlLtoUhQFlUpVbHlCQgK2trZGCUoIIYQQoroxuE/TY489BoBKpeLJJ58scnsuPz+fU6dO0blzZ+NHKIQQQghRDRhcNDk6OgIFV5rs7e2xtrbWv6bRaOjUqROTJk0yfoRCCCGEENWAwUXTZ599BoC/vz8vvfSS3IoTQgghRJ1S7iEH5s2bVxlxCCGEEEJUawYVTW3atGHPnj04OzvzwAMPlNgRvNCxY8eMFpwQQgghRHVhUNH0yCOP6Dt+Dx06tDLjEUIIIYSolgwqmu68JSe354QQQghRF1Vowl4hhBBCiLrGoCtNzs7OZfZjulNJo4ULIYQQQtR0BhVNy5Ytq+QwhBBCCCGqN4OKpgkTJlRaAKtXr+bdd98lOjqa1q1bs3LlSjp06FBq+61bt/Laa68RERFBcHAwixcvZuDAgfrXt2/fzpo1azh69CiJiYkcP36ckJCQIuvIzs7mxRdfZNOmTeTk5NC/f38++OAD3N3dK+tjCiGEEKKGM6hPU2pqapH/l/VVHps3b2b27NnMmzePY8eO0bp1a/r3709sbGyJ7Q8cOMDo0aN5+umnOX78OEOHDmXo0KH8/fff+jYZGRl07dqVxYsXl7rdWbNm8f3337N161Z+/fVXoqKi9NPECCGEEJUpKzefo0k2XEy3RFFMHY0oD4P7NN2+fRs3NzecnJxK7N9UOJFvfn6+wRtfunQpkyZNYuLEiQCsWbOGH374gU8//ZR///vfxdovX76cAQMG8PLLLwOwcOFCwsLCWLVqFWvWrAFg3LhxAERERJS4zZSUFD755BM2btxI7969gYLRzps2bcpff/1Fp06dDI5fCCGEMJSiKKwPv867uy+QnhMEQDP7LJa0uElj+xwTRycMYVDRtHfvXurVqwfAvn37jLLh3Nxcjh49ypw5c/TL1Go1ffv2JTw8vMT3hIeHM3v27CLL+vfvz44dOwze7tGjR9FqtfTt21e/rEmTJjRo0IDw8HApmoQQQlSK936+wOp9VxjbqQGjVL8Qn2POu5c8GXEokLUh10Fj6gjFvRhUNPXo0aPE/9+P+Ph48vPzi/Ujcnd35/z58yW+Jzo6usT20dHRBm83OjoajUaDk5NTudaTk5NDTs4/ZwKFtyK1Wi1ardbg7dc0hZ+tNn/GqlDSfqzsfSo5W3s/Y1WRvDWeH7d+zOpTDXglOJpJDgVdShrb59LG+SrPnfBj6skGTG+h1OjPWF1UZt6We+45gKSkJD755BPOnTsHQLNmzZg4caL+alRttGjRIhYsWFBs+c8//4yNjY0JIqpaYWFhpg6hVrhzP2ZmZlbqtiRnJWeNRfL2/qRr4c0zvjzgosPLxZUf01yLvP5wQ7h0Ws36S+C6OwwzGUHRKCojb8tdNP322288/PDDODo60q5dOwBWrFjBG2+8wffff0/37t0NWo+rqytmZmbExMQUWR4TE4OHh0eJ7/Hw8ChX+9LWkZubS3JycpGrTfdaz5w5c4rcGkxNTcXX15d+/frh4OBg8ParSkZOHluO3uJwRBIWZio6BNRj+ANeWFqYlWs9Wq2WsLAwHnzwQSwsLCop2tqvpP1Y3gcnyqva5+zvS4t+3212ye3KSXLWeCRvjeP1nWcxV13nw5YXcdGU3O83oJUNow4FEGnbiKm9gqo4wtqlMvO23EXT1KlTGTlyJB9++CFmZgV/gPPz83n++eeZOnUqp0+fNmg9Go2Gtm3bsmfPHv18djqdjj179jBt2rQS3xMaGsqePXuYOXOmfllYWBihoaEGx9+2bVssLCzYs2cPw4YNA+DChQtERkaWuR5LS0v9/Ht3srCwqHYH5tM3U5i0/giJGbm0D3BGm6Uw//tzrN5/lQ3PdKSRu32511kdP2dNdOd+rOz9We1zVqUr+r2RY6o2n7MWkLytuKtx6Ww+cpNXG8XgYVn6LaI2Tpn09FRY+3sEYzoF4OZgVYVR1k6VkbflLpouX77Mtm3b9AUTgJmZGbNnz2b9+vXlWtfs2bOZMGEC7dq1o0OHDixbtoyMjAz903Tjx4/H29ubRYsWATBjxgx69OjB+++/z6BBg9i0aRNHjhxh3bp1+nUmJiYSGRlJVFQUUFAQQcEVJg8PDxwdHXn66aeZPXs29erVw8HBgenTpxMaGlqzOoHvW1Ti4tPBzzNyXTjB7vZsfTYU33oFl7MPXUtk+tfHeHxtOF9P6kRTz5p5xiaEEDXJR79fpZ6tJWN9E+7Ztp+PjuPxufxn/RYWNb8Fvebc8z2iapW7aGrTpg3nzp2jcePGRZafO3eO1q1bl2tdI0eOJC4ujtdff53o6GhCQkLYtWuXvrN3ZGQkavU/N3c7d+7Mxo0bmTt3Lq+++irBwcHs2LGDFi1a6Nvs3LlTX3QBjBo1CiiYaHj+/PkA/Oc//0GtVjNs2LAig1vWdPE5Zkz+8gjBbnZ8PakjNpp/frwdAurx86wePPHxXzz52SF+eKEbrnbFz+aEqBSlFPmluZGYyX9+uci+87GkZefRyN2e0R18Gd2hAebS4UPUELFp2Xxz9BYz+gZjxeF7trcxh+cbxvHOBQ+e8Y8nsApiFOVjUNF06tQp/f9feOEFZsyYweXLl/VXZv766y9Wr17NO++8U+4Apk2bVurtuP379xdbNmLECEaMGFHq+p588kmefPLJMrdpZWXF6tWrWb16dXlCrfZeP+dNbp6OtePaFSmYCjlaW/DphPYMXPEHMzYd58unOqJWGzanoBBV5b+nonhxy0mcbTSM6+RHPVsNhyOSmLfzDNuP32LduHbUt5eCX1R/X/0ViYWZirGd/OAvw94zxjeRjyNcWXOtPu9WbniiAgwqmkJCQlCpVCh3DF36yiuvFGs3ZswYRo4cabzohMF+ibXnxxgnVoxujodj6ffC3RysWDEqhDEfH2TDoUjGdfKrwiiFKNtPp28z/evjPNzKi3eGtdQX/092CeDo9SSe33CUx9eGs3lyJ+nzIaq1fJ3C1iM3GBLijaO14f1pLNUKk/zjWHzRk1nJWXg5WVdilKK8DCqarl27VtlxiPuQp4O3L3rSzSWNh1t53rN95yBXRrX3ZclP5+nXzB13+eMjqoG/b6Uwc/MJBrX0ZNnIkGJXQdv6ObN1SmceXxvOpPVH2DwlFKtyPg0qRFX543I8t1OyebydT7nfO9onkVVX3Pjo96vMe7h5JUQnKsqgzgF+fn4Gf4mqt/22M1czrPhXo+gSp7gpyZyHmmJpoeadn0oeSFSIqpSdr2Lm5hMEudnx3ojWpd42buBiw8cT2nEhJo15352p4iiFMNyWwzdo5G5HiK9Tud9rZ65jQoMENh26QUqWDHZZnVS4R+XZs2fZtWsXO3fuLPIlqlauTsXyy+4Mck+mhUOWwe9ztLFg1oON2HHiFmeiUioxQiHubdkVdyITM1k2MuSeV49aeDsy/+HmbD5yg1/OxpTZVghTSMnUEnY2hsfb+Rp8Inu3sQ0S0Obr2HrkhpGjE/ej3E/PXb16lUcffZTTp08X6edUmBjlmbBX3L8fox25la3h0zb3uIVawtNLj+vgE5dQ3vnpPF8+3bGSIhSibJGZGj6NcOX5PoEEGziG2Mj2vvx8NoZ/bz/NnoB65eozIkRl23chltx8HYNbeVV4HW6WeQxs6cmXf13nqS4B8tBONVHuK00zZswgICCA2NhYbGxsOHPmDL/99hvt2rUr8Wk3UXkUBT697ko3l7QKzZBtoYZXBjTm90vx/HX13mOICFEZFl30wMUyjyndDX/AWqVSseixlmTm5rH8l0uVGJ0Q5Rd2NoZWPo5lPpRjiAmd/bmekMmvF+OMFJm4X+UumsLDw3njjTdwdXVFrVajVqvp2rUrixYt4oUXXqiMGEUpjibbcCrVhqf84iu8jv6xn9PUPotV34QVXI0q/BKiCpxMseanGCdeDo7GWlO+Tt3uDlZM7x3MF+ERXIpJq6QIhSifnLx89l+IpV8z93s3voc2DZxo6e3I5wci7j8wYRTlLpry8/Oxty+4hO7q6qofedvPz08/+raoGp9ed6WhbTY9XCv+B0OlgmkNY/kjwZ7jyfJoq6haq6660dAmh0c8kyv0/qe6+uPrbM2C788aNzAhKujAlQQycvN5sJnhc6KWRqVSMT7Uj18vxnEtPsMI0Yn7Ve6iqUWLFpw8eRKAjh07smTJEv7880/eeOMNGjZsaPQARclic8zZFePIxAYJ3O+t7gHuKTS0zWb11fs/MxLCUOfTrAiLdeS5hrGYVTCHLc3NeHVgU/64HM+flyt+xVUIYwk7G0ODejY0crczyvoebu2Fs40FG/66bpT1iftT7qJp7ty56HQFE22+8cYbXLt2jW7duvHjjz+yYsUKowcoSvbdbSfM1QpDPJPue11mKpgaEMsvcQ6cTZUxm0TVWH3VDW+rXIbeZw4/2Myd1r5OvLv7QpEBeIWoajqdwi9nY3iwmXuFn5q7m5WFGY+382Xr0Ztk5cqDVqZW7qKpf//+PPbYYwAEBQVx/vx54uPjiY2NpXfv3kYPUJRse5Qzfeun4mihu3djAwzxTMbbKpePIuobZX1ClCUm25wfYxyZ5B+HxX1OJafa/w4vuR3jxI1k9m5ZDb8vNU6QQpTTyZvJxKblGKU/053GdGxAaraW709FGXW9ovzu63B148YNbty4Qb169YxWVYt7Ox+dyrk0ax71SjbaOi3UMNEvnu+jnbidLY9vi8q1+VY9NGqFx7zu/0opQFeXdDo6p/PeZQ90crFJmEjY2RicbSxo6+ds1PX6udjSPbg+X8ktOpMrd9GUl5fHa6+9hqOjI/7+/vj7++Po6MjcuXPRamXk0qrw7bFbOFvkldwB/M4n4Mr5NNxIn0SszXR8ft3FyBEL8Y98BTbfrMfDHsk4GOlKqUoFLwVHcy7NmrBYB6OsU4jyCjsbQ+8m7pib3efl0xKM6+THqZspnLyRbPR1C8OV+yc7ffp01q1bx5IlSzh+/DjHjx9nyZIlfPLJJzLkQBXI1ynsOHGLhz2S0aiNe0ptb65jtE8iG2+6kJGTZ9R1C1Hot3h7bmVrGONj3LHB2jtnElovnQ+v1ke6Nomqdi0+g0ux6Txo5FtzhXo1ccPbyVquNplYuYumjRs38vnnnzNlyhRatWpFq1atmDJlCp988gkbN26sjBjFHcKvJBCTmsOjRrqtcbcnG8STla9miwzdLyrJxpv1aGqfRWtHw6f9MdS0hrGcSbPmXLJ0FxBVK+xsNJbmaro3cq2U9ZupVYzp2ICdJ6NIzsytlG2Ieyt30WRpaYm/v3+x5QEBAWg0GmPEJMqw/fhNAlxtCamEPzgAXtZaBnkk8+mf18iXziHCyKKzzdkb58AYnwQq3A2yjFvPneulE+KYyc+31Ci/LZXBWkWVCTsbQ7dgV2w05Z6dzGAj2/uiUxS2Hb1ZadsQZSt30TRt2jQWLlxITs4/03bk5OTw1ltvMW3aNKMGJ4rKzM1j19/RPPqAd8X/4Bhgkn88NxKz+PlMdOVtRNRJm28WdACv6GCW96JSwXMN47iWpuJQkm2lbEOIuyXsXsLRiEQeVB+t1ELd1c6Sh1p4suFgJDo5qTUJg0riwiEGCv3yyy/4+PjQunVrAE6ePElubi59+vQxfoRC7+czMWTm5vPoA95wsvK208Ihi04N6/HR71fp26RyLjWLuidfKXhqbogRO4CXpJdrGt42Ch9crU9XF5leRVS+PXEOKEDv+pWfb+NC/RixJpw/r8TTLViGiKlqBhVNjo6ORb4fNmxYke99fX2NF5Eo6o4zlu1HAmjvpMb35PJK3+ykbg15+osjHItMrvRtibrh13h7orI1jPGt3MmhVSp40EfH5xftOJ5szQNOlXMrW4hCP8c40MYpk/qWlf8ATTs/Z5p42PNl+HUpmkzAoKLps88+q+w4xD3E5pjzR4Idbza7VSXb69XYjcD6tnz8RwSDnapkk6KW23jDhWb2WbRyqPwipnU9hYY2Oay+6s7HbSIqfXui7srKzeePBHtmBsUUfcEYt+juXkevOahUKp7o5Me87/4mKjkLLyeZM7QqVXgwibi4OP744w/++OMP4uLijBmTKMF3t50wVykM8kipku2p1Somd2/IL+djiZUTdXGfbmdbsDfOnjG+ZXQAr+D4YiVRq+DZhnH8EufAGZkaSFSi3y/Fka1T08+tao7NAI8+4I21hRmbDkVW2TZFgXJ388/IyGD69OmsX79ePwedmZkZ48ePZ+XKldjY2Bg9SFEwbUoft1QcLapo7qF9ixiqU/GeRRP2RZnx5O9LQaWDXnOqZvuiVtl80xkrM135O4DfR+E02COZVVfqs+qqGx9WeC1ClC3sbAyBttk0tK26YQDsLM15rI0PXx++wbTewWjMjT+YpihZuff07Nmz+fXXX/n+++9JTk4mOTmZ7777jl9//ZUXX3yxMmKs886nWRl92hRDWKoVxjdI4FCcivgcsyrdtqg98nWKvgO4vXnldQC/m4UapjaM5acYJy5ES4dwYXz5OoU952N50C21yrc9tpMfcWk5/HxWnnKuSuUumr755hs++eQTHnroIRwcHHBwcGDgwIF89NFHbNu2rTJirPO+jXLC2SKPniVNm1LJRvsmYqaC9ZEytYqomP0XYrmdrWGMb2KVb/tRr4KJqFftu1zl2xa12P9uHx/dsYLEjFyTFE2NPezp4F9PRgivYuUumjIzM3F3Lz5MvJubG5mZmUYJSvwjX4Edt50ZXAnTphjC0UJHqLvCxhv1yMiTS8Ci/DYejKSFQyatKmlA1rJo1ArPNYzlv6eiuBybXuXbF7VbWKwjrhotDzia5m/f2FA//rqayKUYuZJaVcr9VzA0NJR58+aRnZ2tX5aVlcWCBQsIDQ2tUBCrV6/G398fKysrOnbsyKFDh8psv3XrVpo0aYKVlRUtW7bkxx9/LPK6oii8/vrreHp6Ym1tTd++fbl06VKRNv7+/qhUqiJf77zzToXir0zhiXbE5FgYbTb4iujhqSM934zNt4w7c7eo/aKSs9h3IZbRPlV/lanQCO8k3O2tWC1Xm4QRKUrBUAMPuqWirqpZe+56UGJA/Hpc7TRytakKlbtoWrZsGX/++Sc+Pj706dOHPn364Ovry4EDB1i+vPzjB23evJnZs2czb948jh07RuvWrenfvz+xsbEltj9w4ACjR4/m6aef5vjx4wwdOpShQ4fy999/69ssWbKEFStWsGbNGg4ePIitrS39+/cvUugBvPHGG9y+fVv/NX369HLHX9m2RzkRYJNTadOmGKKeJQzySOGTiPpo86uuT4qo+TYfvoG1hVmljQBuCEu1wnM9A/nuxC0i4jNMFoeoXS5lWHI9y9Ikt+YKadQKo9o34Jtjt2SS9SpS7qKpZcuWXLp0iUWLFhESEkJISAjvvPMOly5donnz5uUOYOnSpUyaNImJEyfSrFkz1qxZg42NDZ9++mmJ7ZcvX86AAQN4+eWXadq0KQsXLqRNmzasWrUKKLjKtGzZMubOncsjjzxCq1atWL9+PVFRUezYsaPIuuzt7fHw8NB/2dpWr2kXMnPz2BXjyKNeSZU6bYohnvGP51a2hp0nokwbiKgZ9i0ib88iNv9xhiFusdhVYQfwkoxs74urnaVcbRJGExbrgI1ZPp3rmfa27+iODcjS5ssk61WkXEMOaLVamjRpwn//+18mTZp03xvPzc3l6NGjzJnzz2PsarWavn37Eh4eXuJ7wsPDmT17dpFl/fv31xdE165dIzo6mr59++pfd3R0pGPHjoSHhzNq1Cj98nfeeYeFCxfSoEEDxowZw6xZszA3L3mX5OTkFJlvLzW14OxCq9Wi1WrL98EN9MPJKDLzzRjskYJWMU1/osLtBtnl0qd+Kiv3XmJg8/qYm0n/pvIozJE7c6Wy8qaQKXJWT1GzJ86e6BwNj/skVWn+Fm7rzm2aoeOZrv4s3n2RZ7v706CeDI1iiDqXt4ZS1OyKcaS7azpmahVa5f7PakvKW0O42ZozuKUH6367yuNtvGT4ASo3b8tVNFlYWBS7xXU/4uPjyc/PL9ax3N3dnfPnz5f4nujo6BLbR0dH618vXFZaG4AXXniBNm3aUK9ePQ4cOMCcOXO4ffs2S5cuLXG7ixYtYsGCBcWW//zzz5U2NtVHZ9UEOag4nR/IaRP38wtLb8QDHrDndCZvfrWbDvVlssiKCAsL0/+/sh+cMEXO/qMJayLU+NoqRKr8iTRB/oalN/rnmx9/xDkfbM3M+PeXvzE2WG4zl0fdyVvDJOY04XSqOSFu+fyY1sSo6y6St4b48UeaAt+lmPPmV7vp5CbH5kKVkbflHtxy6tSpLF68mI8//rjUqzI1wZ1Xq1q1aoVGo2HKlCksWrQIS0vLYu3nzJlT5D2pqan4+vrSr18/HBwcjB5fVHIWl/76nUXNbjLQPtno6zeUVlETlt6IB+0uYmGv44S2F3/EZjB3bGe52lQOWq2WsLAwHnzwQSwsLIB/zqArS1Xn7J1u7F7J+eRGvNUsioH2VfsQQ5GcVf2vOOpWsB8y3W8w/7/neH1kF5pc+qjoG7vNRhRV1/LWUF989TkWKg9m+V7A3kiTT5eYt4b4X94ezT3BX7HpzBvfBbMq65lePVVm3pa76jl8+DB79uzh559/pmXLlsX6AW3fvt3gdbm6umJmZkZMTNE5e2JiYvDw8CjxPR4eHmW2L/w3JiYGT0/PIm1CQkJKjaVjx47k5eURERFB48aNi71uaWlZYjFlYWGh/6EY0/enI7AyN2OwR3L5foEqiYVKh4VKx0znPxl8vhE/bPuM4d53/TGU0cLv6c58qYy8uVNV5+ydtt5yxs5cx1DPRCxUpjnzLcxZAP54D4AxOvjcujFLN+/ms7Z3/V5V8j6pyepK3hrql1gHOrukU09j/M7XRfLWoDcU7JOpvYMZuvpP9m7/mIF3TrdVh4/LlZG35b5U4OTkxLBhw+jfvz9eXl44OjoW+SoPjUZD27Zt2bNnj36ZTqdjz549pQ5fEBoaWqQ9FFyCK2wfEBCAh4dHkTapqakcPHiwzCERTpw4gVqtxs3NrVyfoTIoisI3x27xUEsPk3egvVsLh2z6uaWw8oob2uoVmqgmcvLy2XKrHsO8krAxr163CizU8FJwNPviHfgrsXo9+CFqhsSMXA4l2dLfhE/NlSTE14muQa6svOqGrnr92tUq5b7S9Nlnnxk1gNmzZzNhwgTatWtHhw4dWLZsGRkZGUycOBGA8ePH4+3tzaJFBXNQzZgxgx49evD+++8zaNAgNm3axJEjR1i3bh0AKpWKmTNn8uabbxIcHExAQACvvfYaXl5eDB06FCjoTH7w4EF69eqFvb094eHhzJo1i7Fjx+LsbPqxiI5FJnEtPoO3hraAavhAxKygGAYeCObrmy6Mb5Bg6nBENbP7TAwJueY84Vs9c2OgewqtHTJ556IH33a8YvInU0XN8svZGBQw6VADpZnZN5jha+L5IdqRhz2rbgLhusTgokmn0/Huu++yc+dOcnNz6dOnD/PmzcPa2vq+Ahg5ciRxcXG8/vrrREdHExISwq5du/QduSMjI1Gr/7kg1rlzZzZu3MjcuXN59dVXCQ4OZseOHbRo0ULf5pVXXiEjI4PJkyeTnJxM165d2bVrF1ZWBbOdW1pasmnTJubPn09OTg4BAQHMmjWr2FN5prLt6E28nazp1NClWhZNTe2zGe6dxLLL7gz1TMLBSPf0Re3w1V/X6eicTrBdzr0bm4BKBf9qdJsxRwLZeduJR6p4TkdRs+0+E007p0zqW1a/cZHa+dejd/1U3r/swQD3FCyk26nRGVw0vfXWW8yfP5++fftibW3N8uXLiY2NLXU8pfKYNm0a06ZNK/G1/fv3F1s2YsQIRowYUer6VCoVb7zxBm+88UaJr7dp04a//vqrQrFWtoycPL4/eZunuvijrsad+V4Kiua/0U6svurGnMYyYaQocCE6jUPXElnRqnpeZSrU2SWDge7JvHXRk95uqVU6kbCouVKztfx+OZ5XAqvvVZyXg6MZeCCYLbfq8YQJ5nus7QyuQ9evX88HH3zA7t272bFjB99//z0bNmxAp5ODjTHtOHGLzNw8RnVoYOpQyuRulcdk/zg+u+7Kjazq0TlTmN4nf1zFw8GKAe7V79bF3f6v8W3S8sxYcaX4XJpClGTX39Fo83UM9kg2dSilamqfzSOeySy/4i7zhVYCg/doZGQkAwcO1H/ft29fVCoVUVEyQrSxKIrCl+HX6dPUHS+n+7vtWRWm+MfipMnnzfNepg5FVAOxadnsOB7FhM7+Jplcury8rbVMaxjDZ9dduZRe/GktIfT+N9fbzn1/0sk5HQ+r6ndr7k4vBkeTojVj1VXTP9hU2xhcNOXl5en7BBWysLCoPiO01gLHIpM4H53G2E5+pg7FIDbmCq83iWJ3rCO/xNqbOhxhYl+FX8fcTMWYan6V9E7P+MfjY53L/531RiePHIkyxOaYcyDBzqTzKJborkl8AXyttTwXEMvHEa5ciTPtNC+1jcF9mhRF4cknnywyfkZ2djbPPvtskbGayjNOkyjqq78i8XOxoVuQq6lDMdgg9xS2uqYy75w3nXPzsNHU3AFPRcVl5ebz5V/XebydL442Ned2raVa4e1mNxlzJJAv13/EBL+7+mLV4TFuRFHf33bCXKXwkHv17c90p2cD4vgmypn5O8+w/qkOqOQxUaMw+ErThAkTcHNzKzIm09ixY4uN1SQqJj49hx9O32ZMhwbVugP43VQqeLPpLRJyzVn680VThyNMZOvRG6RkaZnYxd/UoZRbZ5cMxvnG884lT65nakwdjqimdt52omf9NBwt8k0dikGszBReb3Kb3y/F899Tt00dTq1h8GUBY4/PJIr6/M8IzNUqRrWvObc2CvnaaJkdFM2iP9X0aepOaKCLqUMSxvK/y/1F3HX1JScvnw/3X2FIay/8XGrmgJH/blQw4OXLf/vwdfurmNWc8xZRBS6kWXIy1YYPAyJMHUq59K2fykMtPHj9u7/p1NCF+vbSd+9+yb2UaiA9J4/14RGM7tCgRt3auNPT/vHsjXNg9pe/savzpaJnY3KLo1bbcuQm0anZTOsdbOpQKszWXMe7LW4w5nBDVl9144XA2IIX7i4aJZfrpK9vuuCq0dK3Gg5oWRaVCha67qHfhcb830ffsDbkesFgrobkseR+iaRoqgY2HYokMzefp7sGmDqUCjNTwfstbzDgQCPmnvVmRatIGWm5DsjJy+eDfZcZ0tqLIDc7U4dzX0LrZfBCYCzLLrvTzimDzi4Zpg5JmMJdxUJ2vopvo5oy2jexRg4W6WqZz1vNbvLcSX+2Rjnz+N1zhopykaLJxHLzdHzyxzWGhHjViGEGyuJtreXNZreYcaoBHeulM1YGVqud7vijsiXShehUb6bX4KtMd3ohMIZDSbbMONWAHzpfwu3uUZ8NuF0papddMY6k5JkzyrvmHs8e8kjl8fhEXjvrTQv7LJqZOqAaTIomE9t69AbRqdk8a70X9v1k6nDu2yOeyRxNsmHBOS8a22XT3jnT1CGJSpKqVbPsijuPPuBd468yFTJTwfJWkQwOD2bycT82tb+KlZkMRVBXKQp8HulCl3pp+Nvmmjqc+/JG01v8nWrN8yf92Nlfi4NVzewKYmo18GJj7ZGtzWfFnksMae1Fo2o6T1dFvNYkigecMnnuhB9RMlp4rbX6qhuZ+Wpe6d/E1KEYlZtlHh8/EMH5NGtmn/aVGePrsGPJNpxIseVp/3hTh3LfrMwUPgy5TkKuObM2nSBfErtCpGgyofXhESSk5zL7wUamDsWoLNTwQevrWKoVxh8NICmjZp+hieIiMzV8dt2VKf6xeDha3fsNNUwrxyyWt4rkpxhHFl30RJG/L3XSRxH1aWibTU/XNFOHYhR+NrmsaBXJ/gsxLFyzHmXvopJvOYtSye25qva/BE3MNeODPxoz0jsFv1MrTByU8bla5vNlu6uMOBTExBU72NDuGrZ3T4oqfUFqJEWBN857UU9TMP9gbT3o9ndPZV6TKOaf98ZSrePFoBh5uKEOicjQsDvWgbea3aIGDZ13T73qp/FG01v831kfHCzymR0UY+qQahQpmkxkyUUP8hUVswKjTR1KpWlom8vnba4x6nBDnjrmzydtIrCT2eRrvP9GO/JLnANrQyKwMa/dl2Ce9EsgV6fi7YtemKlgVkl/YOTR7FppxVV36lvm8ZhX7Xva7AnfRNLyzHjnoidmKMzoZeqIag4pmkzgWLINm2658EbTW7ha1ozRZSuqpWMW69te48ljAYw9EsAXbSNqzIi6oriEXDMWnPfiIfdk+rvXrDFrKmpyQDx5ioollzxJ1aqZ2+S2DH5Zy11Ot2RHlBPzm0bV2gcBng2II1+Bdy95kv/Rp8wKlCuphpCiqTKUcbsiR6fi1TPeNLfP4gnfhFLb1SZtnTPZ2O4q444G8OjBQD5+IIKGNfxJlLpIp8CLp31RULGgaZSpw6lSzzeMw95cx7xzXtzO1rCsVWSt/WMqYOlldzystIz0qbnDDBhiasM41MDiS57czrbg7WY3a+RYVFVJdk8VW3rJnSsZlixucaNOna22dMzi246XUQGP/BXMr/G14xH1uuST667sj3fgvRY3io9fVAeMa5DA2geusz/enkcPBnEtQ+apq40OJNjyY4wTs4NisFTX/sL4uYZx/KdlJDuinBh7pCGxOXItpSxSNFWhAwm2rIuoz4vBMbRwyDZ1OFUuwDaXbztepp1TBhOPBrDsl4vk5Usfp5rgr0Rbllz0YLJ/HL3q144niSriQbdUvu10mex8NQ+HB/P9bZmkvDbJzdPx2jlv2jll1Mq+TKV51CuZDe2vci3TkoEHgvkjQU5qSyNFUxW5mWXB9FN+dKqXwST/OFOHYzIOFjo+bhPB9MBYVu69zPA14VyMqbt/hGuCqxkaphz3o4NzBi8Hy2zpTe2z+T70Er3qpzH9lB/Pn2ggZ+e1xJpfrxCRacnCWvbEnCE6OGfyY+hFmthnM/ZIQ+ac8SZVKyXC3WSPVIH0PDWTjvtjbaZjdevrdeq2XEkKn0La+mwoqVlaHlr+Owv/e5a0bK2pQxN3uZFlwbgjDXG1zOODkOvS3+F/7Mx1rGgVyYpW1zmYZEffPxrx+XUXtHLhtMb683I8y365yNSAWJra1707AVAwVMz6ttdY2PQWO2878eCfjfkuysnwAV73LSr6VQvJIbCSpeepmXg0gJtZGj5+IIJ6GnlyrFCbBs78NLMbL/ZrxMaDkfR671c++u0qGTl1r79MdXQjMZNRhwIxVyl81e4ajhZSEdxJpYIhnimEdbnAAPdUFpz3ot+fjfn+ZJSMtlyT7FtE9E/v8sL6P+lcL40ZdXzcIrWqoP9eWJeLtHbMZMbpBgz5K4j9F2JRZJRXeXquMhUWTOfSrFjf7hpN6ujZS1kszc14vmcQj4R4syzsIot3nWf1/stM7BzAk539cbSRaVhMZeOhSMxVCps6XMXTSq4ClqaeJp8lLW4y0S+edy56MP3r47y74y8m+ccxwjup4Ck7Gbup2tLqYOpJPzRqHctbRdb5OwGFvKy1rHvgOoeTbFh00ZMnPztME7sspgTEMcgjBU2ff5s6RJOQoqmSRGVZ8PRxf25kaljf7hptnGTi2rJ4O1nz7ojWzHywEet+vcIH+y/z4a+XGdjSk5HtfOkQUA+VDCJSpV7q15in2VnrxxIzlqb22XzRNoLTKdasuVafeee8WXLJkyGeyYwISqa1j6PkcDWjzdcx41QDTqVYs7nDVVzkTkAx7Z0z+abDFcITbVkbUZ9Zpxvwxvk8hlz4gse8kmjlkFWnxneSoqkS7Ipx4N9nfLA107Gt4xW5wlQO3k7WLHikBdN6B7PlyA22HLnB9mO38HCwoq/jTR50S6VTvYyijwLLWXylMFOrpGCqgJaOWawOieR6poYtt5z55pYzG1b/SUNXW/o196Bfc3da+zhhVtd6GlczOp3CjE3HCYt1YHVIpJzYlkGlgs4uGXR2yeBSuiXbbjnz7W1nvoh0JdA2m35uqfR0TaONU0at7/coRZOR/Xj6Ns+f8Ke/WwrvNL+Js5y5lN++RdQHpgLPt4VDSbbsinEgLM6Rr264YmeWT6d66XSsl0FH5wya5OnQmNfy31RR4/jZ5PJycAyzg2L4w+cZfjgVxZYjN1jz6xXsrcxp71+PDgEFXy28HCWHq5haraK5lyNDzf+in1vdGN3eGILtcpjTOJpXGkXzZ4IdO247seVWPT685oa9eT6h9dJp75xBW6dMWtTCY3O1KJpWr17Nu+++S3R0NK1bt2blypV06NCh1PZbt27ltddeIyIiguDgYBYvXszAgQP1ryuKwrx58/joo49ITk6mS5cufPjhhwQHB+vbJCYmMn36dL7//nvUajXDhg1j+fLl2Nnd3/gUfZu6s7r1dQa6p9SpS5YVYsDTFSoVBcVRvQxeb3KbC+lWhMU6cCDRjvcueZCjU6M5vJvGHva08HaguZcjDevb4udii6eDFWo5mxcmZqaCHo3q06NRffJ1Cscik/jrSgKHIhJZsecSmbn5WFuY8Wgbb95+tKWpw61TpvYKgn1bTR1GjWSmgu6u6XR3TUenwOlUa/bH2XMg0Y73L3mQrVMzMPM4HzzR1tShGpXJi6bNmzcze/Zs1qxZQ8eOHVm2bBn9+/fnwoULuLm5FWt/4MABRo8ezaJFixg8eDAbN25k6NChHDt2jBYtWgCwZMkSVqxYwRdffEFAQACvvfYa/fv35+zZs1hZWQHwxBNPcPv2bcLCwtBqtUycOJHJkyezcePG+/o8GnM1gzxS7msdomQqFTSxz6aJfTbTA2PJ0an4O9Wav90f4fStFI5HJrPlyE39k0saMzU+9azxd7GlQT0b/FxscHewwvXSFlw1ebhq8rA31xUtbuVWn6hEZmoV7f3r0d6/HlDQp+ZsVCqHriVia2nyw7EQFaJWQWvHLFo7ZjGDWHJ1Ks6kWmHevqupQzM6k/+WLl26lEmTJjFx4kQA1qxZww8//MCnn37Kv/9dvHf+8uXLGTBgAC+//DIACxcuJCwsjFWrVrFmzRoURWHZsmXMnTuXRx55BID169fj7u7Ojh07GDVqFOfOnWPXrl0cPnyYdu3aAbBy5UoGDhzIe++9h5eXVxV9enE/LNUKbZ0yaZvzNbgCrpCrU3Ezy4LrmZZc9x7E9cRMIhMy+eNyPBsPZZKbpwOC9OvQqHW4avJwssjH3jwf+8gjOFiZY2dljr2VOfZWFthbmWN35Ues1DqszXRYmemwVitYmemo32caTjYynYa4h1KuqloArf/3RUcp2EXtoFErPOCUBT61b8R8kxZNubm5HD16lDlz/jlYqNVq+vbtS3h4eInvCQ8PZ/bs2UWW9e/fnx07dgBw7do1oqOj6du3r/51R0dHOnbsSHh4OKNGjSI8PBwnJyd9wQTQt29f1Go1Bw8e5NFHHy223ZycHHJycvTfp6QUXE1KTExEq73rcez02jMZrVZRk5mZSYIqFwtVzRinx5EcWlmn0ypxfcECl4IvRYHUPDMScs1JzFWTmGtOgtachBxzUrVmpOerSUtPJS4hj4ycPNJy8kjPySMjJx+d4lritqZoT/Jsj4b3jEmr1Rbsx4QELCwKhlFISysYCb2yxj4pV86Wpgbmck3MWQASqt8E3jU2b8ujmuR4jc3bspgopyszb01aNMXHx5Ofn4+7u3uR5e7u7pw/f77E90RHR5fYPjo6Wv964bKy2tx968/c3Jx69erp29xt0aJFLFiwoNjygICA0j6eqAPmLoO597mOtLQ0HB2Nf0YmOVvTzDd1AOUieSvubb6pAyjmfvPW5Lfnaoo5c+YUucKl0+lITEzExcWlVo+9kpqaiq+vLzdu3MDBwcHU4dRYJe1HRVFIS0urtNvBkrOSs/dL8rbqSN4aT2XmrUmLJldXV8zMzIiJKTpsfUxMDB4eHiW+x8PDo8z2hf/GxMTg6elZpE1ISIi+TWxsbJF15OXlkZiYWOp2LS0tsbS0LLLMycmp7A9Yizg4OMgvshHcvR8r40y9kOSs5KyxSN5WHclb46mMvDXpAAoajYa2bduyZ88e/TKdTseePXsIDQ0t8T2hoaFF2gOEhYXp2wcEBODh4VGkTWpqKgcPHtS3CQ0NJTk5maNHj+rb7N27F51OR8eOHY32+YQQQghRe5j89tzs2bOZMGEC7dq1o0OHDixbtoyMjAz903Tjx4/H29ubRYsKnj6ZMWMGPXr04P3332fQoEFs2rSJI0eOsG7dOgBUKhUzZ87kzTffJDg4WD/kgJeXF0OHDgWgadOmDBgwgEmTJrFmzRq0Wi3Tpk1j1KhR8uScEEIIIUpk8qJp5MiRxMXF8frrrxMdHU1ISAi7du3Sd+SOjIxErf7ngljnzp3ZuHEjc+fO5dVXXyU4OJgdO3box2gCeOWVV8jIyGDy5MkkJyfTtWtXdu3apR+jCWDDhg1MmzaNPn366Ae3XLFiRdV98BrC0tKSefPmFbtcLspH9mPVkX1tPLIvq47sa+OpzH2pUirruVEhhBBCiFqkdk0KI4QQQghRSaRoEkIIIYQwgBRNQgghhBAGkKJJCCGEEMIAUjQJIYQQQhhAiiYhhBBCCANI0SSEEEIIYQApmoQQQgghDCBFkxBCCCGEAaRoEkIIIYQwgBRNQgghhBAGkKJJCCGEEMIAUjQJIYQQQhhAiiYhhBBCCANI0SSEEEIIYQApmoQQQgghDCBFkxBCCCGEAaRoEibRs2dPWrRoYeowhKgU8+fPR6VSER8fb+pQhDCIHJMNI0VTHXHmzBnGjh2Lt7c3lpaWeHl58cQTT3DmzJlyr+vs2bPMnz+fiIgI4wcqarXPP/8clUqFlZUVt27dKva6HLhFdVOYs4VfVlZWeHl50b9/f1asWEFaWpqpQxRVSIqmOmD79u20adOGPXv2MHHiRD744AOefvpp9u3bR5s2bfj222/Ltb6zZ8+yYMECKZpEheXk5PDOO++YOgwhDPbGG2/w5Zdf8uGHHzJ9+nQAZs6cScuWLTl16pSJoxNVxdzUAYjKdeXKFcaNG0fDhg357bffqF+/vv61GTNm0K1bN8aNG8epU6do2LChCSM1Pp1OR25uLlZWVqYORdwlJCSEjz76iDlz5uDl5WXqcGqszMxMbGxsTB1GnfDQQw/Rrl07/fdz5sxh7969DB48mCFDhnDu3Dmsra1NGGH1VxuOyXKlqZZ79913yczMZN26dUUKJgBXV1fWrl1LRkYGS5Ys0S+/desWTz/9NF5eXlhaWhIQEMBzzz1Hbm4un3/+OSNGjACgV69e+kvW+/fv17//gw8+oHnz5vrbgFOnTiU5ObnE+I4ePUrnzp2xtrYmICCANWvWFGuTk5PDvHnzCAoKwtLSEl9fX1555RVycnKKtFOpVEybNo0NGzbot79r164K7jlRmV599VXy8/PvebUpLy+PhQsXEhgYiKWlJf7+/rz66qtFfvaDBw8uteAPDQ0t8ocO4KuvvqJt27ZYW1tTr149Ro0axY0bN4q0KbxNeOrUKXr06IGNjQ1BQUFs27YNgF9//ZWOHTtibW1N48aN+eWXX0rcfnx8PI8//jgODg64uLgwY8YMsrOzi7UrT0xHjx6le/fu2NjY8Oqrr5a5/0Tl6t27N6+99hrXr1/nq6++0i8/f/48w4cPp169elhZWdGuXTt27txZ7P3JycnMmjULf39/LC0t8fHxYfz48UX6wpX3+Ld161aaNWuGtbU1oaGhnD59GoC1a9cSFBSElZUVPXv2LPVOgRyT70ERtZqXl5fi7+9fZht/f3/Fx8dHURRFuXXrluLl5aXY2NgoM2fOVNasWaO89tprStOmTZWkpCTlypUrygsvvKAAyquvvqp8+eWXypdffqlER0criqIo8+bNUwClb9++ysqVK5Vp06YpZmZmSvv27ZXc3Fz9Nnv06KF4eXkpbm5uyrRp05QVK1YoXbt2VQDlk08+0bfLz89X+vXrp49n7dq1yrRp0xRzc3PlkUceKfI5AKVp06ZK/fr1lQULFiirV69Wjh8/bpwdKYzis88+UwDl8OHDylNPPaVYWVkpt27d0r/eo0cPpXnz5vrvJ0yYoADK8OHDldWrVyvjx49XAGXo0KH6NuvXr1cA5dChQ0W2FRERoQDKu+++q1/25ptvKiqVShk5cqTywQcfKAsWLFBcXV0Vf39/JSkpqUgcXl5eiq+vr/Lyyy8rK1euVJo1a6aYmZkpmzZtUjw8PJT58+cry5YtU7y9vRVHR0clNTVV//7C34OWLVsqDz/8sLJq1Spl7NixCqCMGzeuSJzlicnDw0OpX7++Mn36dGXt2rXKjh07KvyzEIa5M2dLcuPGDX2OKoqi/P3334qjo6PSrFkzZfHixcqqVauU7t27KyqVStm+fbv+fWlpaUqLFi0UMzMzZdKkScqHH36oLFy4UGnfvr3+uFXe41+rVq0UX19f5Z133lHeeecdxdHRUWnQoIGyatUqpVmzZsr777+vzJ07V9FoNEqvXr2KvF+OyYaRoqkWS05OVoBiiXy3IUOGKICSmpqqjB8/XlGr1SUeIHQ6naIoirJ161YFUPbt21fk9djYWEWj0Sj9+vVT8vPz9ctXrVqlAMqnn36qX9ajRw8FUN5//339spycHCUkJERxc3PTF1hffvmlolarld9//73IttasWaMAyp9//qlfBihqtVo5c+ZM2TtGmMydf4CuXLmimJubKy+88IL+9TuLphMnTiiA8swzzxRZx0svvaQAyt69exVFUZSUlBTF0tJSefHFF4u0W7JkiaJSqZTr168rilJQRJmZmSlvvfVWkXanT59WzM3NiywvzM+NGzfql50/f16fY3/99Zd++e7duxVA+eyzz/TLCoumIUOGFNnW888/rwDKyZMnKxzTmjVrStq1opLcq2hSFEVxdHRUHnjgAUVRFKVPnz5Ky5YtlezsbP3rOp1O6dy5sxIcHKxf9vrrrytAkULqzvaKUv7jn6WlpXLt2jX9srVr1yqA4uHhUaSonzNnjgIUaSvHZMPI7blarPCpDnt7+zLbFb6emprKjh07ePjhh4vd0oCCS61l+eWXX8jNzWXmzJmo1f+k1qRJk3BwcOCHH34o0t7c3JwpU6bov9doNEyZMoXY2FiOHj0KwNatW2natClNmjQhPj5e/9W7d28A9u3bV2SdPXr0oFmzZmXGKaqHhg0bMm7cONatW8ft27eLvf7jjz8CMHv27CLLX3zxRQB9Pjk4OPDQQw+xZcsWFEXRt9u8eTOdOnWiQYMGQMEDETqdjscff7xILnl4eBAcHFwsl+zs7Bg1apT++8aNG+Pk5ETTpk3p2LGjfnnh/69evVrsM0ydOrXI94UdiAs/W3ljsrS0ZOLEicW2I0zLzs6OtLQ0EhMT2bt3L48//jhpaWn6n2dCQgL9+/fn0qVL+qdGv/nmG1q3bs2jjz5abH2Fx9ryHv/69OmDv7+//vvC3Bw2bFiRvwOl5awck+9NOoLXYoW/JPd6JLbw9by8PFJTUyv8yPf169eBgj8ud9JoNDRs2FD/eiEvLy9sbW2LLGvUqBEAERERdOrUiUuXLnHu3Lli/bEKxcbGFvk+ICCgQrEL05g7dy5ffvkl77zzDsuXLy/y2vXr11Gr1QQFBRVZ7uHhgZOTU5F8GjlyJDt27CA8PJzOnTtz5coVjh49yrJly/RtLl26hKIoBAcHlxiLhYVFke99fHyKnSg4Ojri6+tbbBlAUlJSsXXeva3AwEDUarW+P0l5Y/L29kaj0ZTYVphOeno6bm5uXL58GUVReO2113jttddKbBsbG4u3tzdXrlxh2LBhZa63vMe/whOEQoW5aWjOyjH53qRoqsUcHR3x9PS85+Owp06dwtvbu1o+0aDT6WjZsiVLly4t8fW7Dwby9ErN0rBhQ8aOHcu6dev497//XWKbe13hBHj44YexsbFhy5YtdO7cmS1btqBWq/UPLUBBLqlUKn766SfMzMyKrcPOzq7I9yW1KWv5nVe5SnP3ZylvTJLf1c/NmzdJSUkhKCgInU4HwEsvvUT//v1LbH/3SUBZynv8q4ycvd+YalvOStFUyw0ePJiPPvqIP/74g65duxZ7/ffffyciIoIpU6ZQv359HBwc+Pvvv8tcZ2l/xPz8/AC4cOFCkaeZcnNzuXbtGn379i3SPioqioyMjCJnNhcvXgTQX2IODAzk5MmT9OnTx6A/nqLmmTt3Ll999RWLFy8ustzPzw+dTselS5do2rSpfnlMTAzJycn6fAOwtbVl8ODBbN26laVLl7J582a6detWZDiDwMBAFEUhICBAf/Zc2S5dulTkTPvy5cvodLoi+V3VMQnj+vLLLwHo37+//rhnYWFR7Hh3t8DAwHsea6v6+CfH5HuTPk213Msvv4y1tTVTpkwhISGhyGuJiYk8++yz2NjY8PLLL6NWqxk6dCjff/89R44cKbauwrOSwl+ou4cR6Nu3LxqNhhUrVhQ5g/nkk09ISUlh0KBBRdrn5eWxdu1a/fe5ubmsXbuW+vXr07ZtWwAef/xxbt26xUcffVQsnqysLDIyMsqxN0R1FBgYyNixY1m7di3R0dH65QMHDgQocosN0J/h3p1PI0eOJCoqio8//piTJ08ycuTIIq8/9thjmJmZsWDBgmJn2IqiFPv9MIbVq1cX+X7lypVAwZg/popJGM/evXtZuHAhAQEBPPHEE7i5udGzZ0/Wrl1bYj+9uLg4/f+HDRvGyZMnSxxcuDAXqvr4J8fke5MrTbVccHAwX3zxBU888QQtW7bk6aefJiAggIiICD755BPi4+P5+uuvCQwMBODtt9/m559/pkePHkyePJmmTZty+/Zttm7dyh9//IGTkxMhISGYmZmxePFiUlJSsLS0pHfv3ri5uTFnzhwWLFjAgAEDGDJkCBcuXOCDDz6gffv2jB07tkhsXl5eLF68mIiICBo1asTmzZs5ceIE69at0/flGDduHFu2bOHZZ59l3759dOnShfz8fM6fP8+WLVvYvXt3iZ3WRc3yf//3f3z55ZdcuHCB5s2bA9C6dWsmTJjAunXrSE5OpkePHhw6dIgvvviCoUOH0qtXryLrGDhwIPb29rz00kuYmZkV6y8SGBjIm2++yZw5c4iIiGDo0KHY29tz7do1vv32WyZPnsxLL71k1M917do1hgwZwoABAwgPD+err75izJgxtG7d2mQxiYr56aefOH/+PHl5ecTExLB3717CwsLw8/Nj586d+u4Nq1evpmvXrrRs2ZJJkybRsGFDYmJiCA8P5+bNm5w8eRIoOKHdtm0bI0aM4KmnnqJt27YkJiayc+dO1qxZQ+vWrav8+CfHZAOY4Ik9YQKnTp1SRo8erXh6eioWFhaKh4eHMnr0aOX06dPF2l6/fl0ZP368Ur9+fcXS0lJp2LChMnXqVCUnJ0ff5qOPPlIaNmyomJmZFRt+YNWqVUqTJk0UCwsLxd3dXXnuueeKjDejKP88Wn7kyBElNDRUsbKyUvz8/JRVq1YViyc3N1dZvHix0rx5c8XS0lJxdnZW2rZtqyxYsEBJSUnRtwOUqVOn3v/OEpWmrMe3C8dkunOcJq1WqyxYsEAJCAhQLCwsFF9fX2XOnDlFHue+0xNPPKEfJ6w033zzjdK1a1fF1tZWsbW1VZo0aaJMnTpVuXDhgr7N3eNFFfLz81MGDRpUbPnduVc45MDZs2eV4cOHK/b29oqzs7Mybdo0JSsry6gxicpVmLOFXxqNRvHw8FAefPBBZfny5UUe5S905coVZfz48YqHh4diYWGheHt7K4MHD1a2GRInYQAAUXFJREFUbdtWpF1CQoIybdo0xdvbW9FoNIqPj48yYcIEJT4+Xt/mfo5/165dKzZWmaIoyr59+xRA2bp1q36ZHJMNo1KUCvQEE0IIIYSoY6RPkxBCCCGEAaRoEkIIIYQwgBRNQgghhBAGkKJJCCGEEMIAUjQJIYQQQhhAiiYhhBBCCAPI4JYVpNPpiIqKwt7evk4OJS/un6IopKWl4eXlhVpd+ecvkrPCGCRvRU1krLyVoqmCoqKiik1MKERF3LhxAx8fn0rfjuSsMCbJW1ET3W/eStFUQfb29kDBD8DBwcHE0VQerVbLzz//TL9+/fTD6IvyK2k/pqam4uvrq8+lyiY5K8pL8rbqSN4aT2XmrRRNFVR4mdjBwaHW/yLb2Njg4OAgv8j3oaz9WFW3HCRnRXlJ3lYdyVvjqcy8laLJyPLz89FqtaYOw2i0Wi3m5uZkZ2eTn59v6nDKzcLCAjMzM1OHUa0pikJOTo6pwzAaydm6QY611UtdyVspmowoPT2dmzdvUpum81MUBQ8PD27cuFEjO2GqVCp8fHyws7MzdSjVVlRUFKmpqaYOw2gkZ2s/OdZWP3Ulb6VoMpL8/Hxu3ryJjY0N9evXr5FJXxKdTkd6ejp2dnZV8qSMMSmKQlxcHDdv3iQ4OLhOnAWVV15eHqmpqbi4uNSaWx+Ss7WbHGurn7qUt1I0GYlWq0VRFOrXr4+1tbWpwzEanU5Hbm4uVlZWNe4XGaB+/fpERESg1Wpr9S9yReXl5QEFnW2trKxMHI1xSM7WbnKsrZ7qSt5K0WRkteWsp7aQn4dh6ux+Sr39z/8dPE0Xxx3q7M+inGQ/VS915edR88pZAUBERATDhw8H4NKlS7Rr147IyEg2bdpEp06d6N69O48++miVxWAsy5cvp0uXLgwZMqRYP5uUlBQ6dOiAnZ0df//9t375sGHD6NGjBx07duS3334zajzCeOpizh46dIjQ0FC6d+/O6NGj9R2Xg4OD6dmzJz179iQsLMyo8Qjjqot5C/Cvf/2Lbt26MW7cOH3e3rx5kyFDhtCrVy/mzZtn1HhqCrnSVMPdunWLMWPG8NVXX9GgQQOGDBnCoUOH0Gg0JCUlmTq8comPj2fnzp388ccfbNy4kdWrVzNnzhz96zY2Nvzwww+8/PLLRd739ddfo9FoiIiI4JlnnuGXX36p6tBFOdSlnPX19WXv3r1YW1szZ84cvvvuO4YPH46joyP79+83XeCi3Gps3pZwNfVeeXvy5Elu3brF77//zltvvcW2bdsYPXo0L7/8Mh9++CHe3t5V/SmqDbnSVIMlJiYybNgw1qxZQ5MmTQDIysriwIED5Ofn4+zsXOw9bdq0YfLkyYSGhvLuu++WuN5p06Zx8OBBAPbs2cP8+fOJiYmhV69edOvWjeHDhxd7JLZnz56kp6cDMHz4cCIiIsjOzmbs2LH07t271LOZOx0+fJgePXqgUqkYMGAAf/75Z5HXLSwsqF+/frH3aTQaANLS0mjRokWZ2xCmVf1yNgOA4eMmVUrOenp66vvdaDQafV+V9PR0evTowZgxY0hMTLzXbhMmVv3ytnKPtQcOHKBfv34A+te1Wi0RERG8+OKL9O7dmwMHDhiw52ofudJUCbJy87kSl26UdQXWt8NaU3KnumPHjtGtWzfatm2rX7ZhwwYWLVrExIkTefLJJ4tdQk1KSuLFF1/U3x6YMGECbm5uRdqMGjWKTZs20bFjR7Zs2cL48eNxdnYmLCwMc3NzZsyYwd69ewkODi4z9o8//pjevXvz1FNPsXnzZtatW8dLL71Enz59ih0Ili1bRlJSkv4JLkdHx3L9MenevTsXL15k/fr1Br9HFFUVeVtXc/b69ev8/PPPzJ07F4A///wTFxcX1q9fz7x581i5cmWZcYnSGStva+2xNjfrn4ZmGoPyNikpCU9PzyKvx8fHc+LECTZv3oxGo+Hhhx/m8OHDZe/UWkiKpkpwJS6dwSv/MMq6/ju9Ky28HUt8rW/fvnh5efH666/zxhtvANCuXTu++eYbcnNzGTBgAOfPn9efGQHY2dnRuHFjAFq3bs21a9eK/SJ36dKFl19+mdzcXM6dO0fLli1JSEhg6tSpJCUlERUVRZs2bYr8It/ZCbBw7JSzZ89y+PBh1q9fj1arpVu3bkDBGVVJoqKiuHz5MlDQf6levXoG76fffvuNyMhIHnnkEf0ZkiifqsjbupizqampjBs3js8//1w/OrGLiwtQcKXg448/LmtXinswVt7W2mNtCbfn7pW3Tk5O+qtVha87OTkRFBREgwYNgIIr/3l5eZib160yom592ioSWN+O/07varR1lWXZsmU8+uijfPbZZ0ycOJFLly4RHByMRqPB0dGx2OBv6enpXLp0iaCgIE6dOoW/v3+xdapUKrp06cKCBQvo06cPUNBvaPDgwTzzzDNMnz692HqdnZ25efMmQUFBnDlzBoAmTZoQGhrKuHHjAPSdCUs7a2/fvj1Lly4FYPfu3XTp0uWe+0dRFPLy8rCwsMDOzq7WD6xWmaoqb6tVzkZFEdQwgDPnLwDGz9m8vDxGjRrFvHnz9H9Ac3NzURQFS0tLfv/9d4KCgsrcl6JsxsrbWnusLeFK073ytnPnzixdupTx48frX7e2tsbFxYXk5GQsLCzIycmpcwUTSNFUKaw1ZqWesRibWq1m48aN9O3bFx8fH1atWkVcXBxqtZpu3brRtGnTIu2dnZ1ZtmwZR48e5dFHH8Xd3b3E9Y4aNYpOnTpx6tQpAHr37s2ECRP4/vvvSxwb5fnnn2fEiBG0atVKv87JkyczefJkPvvsMwBefPFFBg0aVOpZO8CgQYPo0qULzs7ObNiwAYCZM2eyaNEirK2tGThwICdOnODChQtMmTKFUaNGMWDAAKBg0Lu33367nHtQFKqqvK1WOTthCq2aN8XdraCvnLFzdtu2bRw8eJCFCxeycOFCnnvuOXr27MnAgQOxtbXF0tKSTz/9tPw7UejVybwtz7G2lGE1ysrbkJAQ3N3d6datGw0aNOCll14C4O233+bhhx8mNzeXBQsWVHBP1mwqpTaNQ1+FUlNTcXR0JCUlBQcHB7Kzs7l27RoBAQHVepDAdu3aceTIEYPb63Q6UlNTcXBwqJEDrlWXn4tWq+XHH39k4MCBRWbdvjOHKltJ26su+6cslZqz1XCcpur0M6mOeVud9k9Zqs2xtopyvDr9XCozb+VKUx3366+/FuvAuGfPnlo9oquo2SRnRU0keVs7SNFUx9x95tOjRw8ZL0ZUa5KzoiaSvK2dat79lmpO7nZWL/LzMIzsp+pDfhaGkf1kGB2QrVNR2Xurrvw85EqTkVhYWKBSqYiLi6t1M2/n5uaSnZ1d4/o0Fc68rVKp9Pe1RVGFT7+kpaXVzZzN1f7z/+zsyg3MAJKz9ybHWsPl6xQik1Xk6tQ4WeTjrqmcHK9LeStFk5GYmZnh4+PDzZs3iYiIMHU4RqMoCllZWVhbW9fIg5NKpcLHx0f6DZTC3NwcBwcHEhISSEhIMHU4RlGunM1O+ef/VhmVG5iBJGfLJsdaw6VmaUnL1mJrriM2z4zkxEQ05pVz8ltX8laKJiOys7MjODhYP0ZGbaDVavntt9/o3r17jTyDsLCwqPW/xPfLy8sLV1fXWnN5vVw5e3DtP/9vOqVyAzOQ5Oy9ybHWgPXl6xjz0V90sY/hhcBYnjoWQMMG3rw+uLkRoi2uruStFE1GZmZmVqsSx8zMjLy8PKysrGpk0STuTaVSYWlpaeowjKZcOavL/Of/1fjxdVGcHGvLduxyPKejs3jbPwYbJYtujrGsPqXhtSEWpU4XI+6tZnVSEUIIIcQ9/XopDlc7S5o7FIwI/pB7Cpm5+fxxOd7EkdVsUjQJIYQQtczvF+PpHuyK+n/dowJscvF2suavq7Wj76KpSNEkhBBC1CKp2VrO3k6lc5CrfplKBR0b1pOi6T4Z1KepPLPNQ0EfiWPHjuHn51ehoIQQQghRMX/fLHgqNMTXEc78s7xTgAvfHr9FWrYWeyvpo1oRBhVNycnJLFu2DEfHe0+KqCgKzz//fLEZwYUQQghR+U79tgNbMzcC/l4Fd4xe0MrXEUWBs1GpdGzoYroAazCDn54bNWoUbm5uBrWdPn16hQMSQgghRMWdTrGmuUMWZncN9xRU3w4rCzWnb6VI0VRBBhVNOp2uXCtNS0urUDBCCGEy+xYV/b7XHNPEIcR9OpVqTX+31GLLzc3UNPV04O9bKSW8SxjC5B3BV69ejb+/P1ZWVnTs2JFDhw6V2X7r1q00adIEKysrWrZsyY8//ljk9e3bt9OvXz9cXFxQqVScOHGi2Dp69uyJSqUq8vXss88a82MJIYQQVS4tW8uNLEua/W+ogbu19HbktBRNFXZfRZODgwNXr16t8Ps3b97M7NmzmTdvHseOHaN169b079+f2NjYEtsfOHCA0aNH8/TTT3P8+HGGDh3K0KFD+fvvv/VtMjIy6Nq1K4sXLy5z25MmTeL27dv6ryVLllT4cwghhBDVwZW4gumAgm1zSny9uZcDV+MzyNZKv+OKuK+i6X6nXVi6dCmTJk1i4sSJNGvWjDVr1mBjY8Onn35aYvvly5czYMAAXn75ZZo2bcrChQtp06YNq1at0rcZN24cr7/+On379i1z2zY2Nnh4eOi/HBwc7uuzCCGEEKZ2JTYdgEDbkifnDXa3R1HgSlx6VYZVa5hsGpXc3FyOHj3KnDn/9BtQq9X07duX8PDwEt8THh7O7Nmziyzr378/O3bsKPf2N2zYwFdffYWHhwcPP/wwr732GjY2NqW2z8nJISfnn8o9NbXgfrFWq61V8x/drfCzabVa+H1p8QbdZhdfJoopsh/vWlZZJGcN+IxKGeeNtXgfGUrytuqUK2/LcDE6FS+rXCzMVGiVu3qCa7X4OxdMmXQ+KoVG9Uv/m1eTVWbe3lfRNHbs2ApfoYmPjyc/Px93d/ciy93d3Tl//nyJ74mOji6xfXR0dLm2PWbMGPz8/PDy8uLUqVP861//4sKFC2zfvr3U9yxatIgFCxYUW/7zzz+XWWzVFmFhYUCT4i/c1adMlK1gPxbIzMwso+X9k5wNu3cjmpCcA6eTVAQ7KHjcuVskt/Ukb6uOYXlbugPn1ThYmvNjWunHa0cLM3aHn8T81vH72lZ1Vxl5e19F04cffmiUIKra5MmT9f9v2bIlnp6e9OnThytXrhAYGFjie+bMmVPkKldqaiq+vr7069evVt/a02q1hIWF8eCDD2Lx18riDeRKk0GK7Mf/TcZZeAZdWSRnH7znxKc3f17JsCOBJGrN0Kh1fNnuGm2c/teBVnJb8rYKlSdvy7Ls4h/0sI9koH0JFxP+l9ObY4+gaMwZODCkwtupziozbw0qmlasWMHkyZOxMnAW8DVr1vDEE09gb29fahtXV1fMzMyIiYkpsjwmJgYPD48S3+Ph4VGu9obq2LEjAJcvXy61aLK0tCxxJngLCwujzEhd3VlYWGChKmHoiTrw2Y3pznyp7LyRnL3353zvojuWZjoOhJ5j2qkGzDnjze7OF7FQI7l9B8nbqnM/nzM3T0dkUhaN3LPLPF43cnfgt0txtX5/VkbeGtQRfNasWeUae+mVV14hLi6uzDYajYa2bduyZ88e/TKdTseePXsIDQ0t8T2hoaFF2kPB5bfS2huqcFgCT0/P+1qPEKLmuBafwQ8xTswKjMHLWsvCpre4mmHFjzFOpg5NiAqJSMggX6cQZFdyJ/BCwe52XE/IJCdPnqArL4OuNCmKQp8+fTA3N+xuXlZWyeND3G327NlMmDCBdu3a0aFDB5YtW0ZGRgYTJ04EYPz48Xh7e7NoUcGgczNmzKBHjx68//77DBo0iE2bNnHkyBHWrVunX2diYiKRkZFERUUBcOHCBQD9U3JXrlxh48aNDBw4EBcXF06dOsWsWbPo3r07rVq1MihuIUTNt+P4LezN8xnimQxAc4dsOtdLY32kC4/8b5kQNcm1+ILhBgJscstsF+xmT75OISI+k8Yepd8REsUZVAXNmzevXCt95JFHDJrkd+TIkcTFxfH6668THR1NSEgIu3bt0nf2joyMRK3+52JY586d2bhxI3PnzuXVV18lODiYHTt20KJFC32bnTt36osuKJj+pfAzzJ8/H41Gwy+//KIv0Hx9fRk2bBhz584t12cUQtRsO09GMcA9BSuzf4ZOGeWTyAun/LiRZYGvCWMToiJuJGZiozHDVZNXZrsAV1sArsWnS9FUTpVSNJXHtGnTmDZtWomv7d+/v9iyESNGMGLEiFLX9+STT/Lkk0+W+rqvry+//vprecMUQtQikQmZXIvP4NUHinYO7V0/DY1ax+4YR54xUWxCVFRkYiYN6tmgUpXdztVOg52lOREJlfskZG1k8mlUhBCiqv15JR4ztYqOzkUH+LMz19HDNY2fYhxNFJkQFReZmIlvvXsPy6BSqfBzsSHif7fzhOGkaBJC1Dl/XI6nlY8jDhbFnzDq7ZrG8WQbUrNr70CKonYqvNJkCH9XWyISpGgqL5ONCC5qibtnhgeZHV5Ua4qicPBqIiPb+5T4eleXNHSo+OtKAv2a399wJkJUFZ1O4WZiVkHRVPK0c0X4u9hw7HpS5QdWy8iVJlEuSblmnE+zQnd/0w4KYTK3U7KJT88hxNe5xNd9bbQ0sM7hwJWEKo5MiIqLScsmN19n+JUmF1tup2STlfu/YQf2LfrnS5Sq3EXTvn37KiMOUQPsinHggX3NGXCgEY8fCiRFKzW3qHlO3UwGoJVP6f2Wurik8/ulsseaE6I6ifxfp25D+jRBwe05KLilJwxX7r96AwYMIDAwkDfffJMbN25URkyiGroWn8ELpxrwkHsyy1tGcindkpf+loeyRc1z6mYK7g6WuDuUPsNBp3oZXInLIDGj7PFuhKgurv+v+PFxtjaovb9L4bAD0q+pPMpdNN26dYtp06axbds2GjZsSP/+/dmyZQu5uXJwqc3e/fkS9TV5/KflDR7xSmZxi5uExTqyN07G+BA1y6mbKbT0diqzTRungj8k0udD1BQ3EjPxcLDCysLMoPaudhpsNWZcl87g5VLuosnV1ZVZs2Zx4sQJDh48SKNGjXj++efx8vLihRde4OTJk5URpzCh2CwIOxfLrKAY/UCA/d1S6eCczoorbiaOTgjDKYrCqZvJtC7j1hyAj5UWN3tLjkZK0SRqhvI8OQcFww7IE3Tld1+dUtq0acOcOXOYNm0a6enpfPrpp7Rt25Zu3bpx5swZY8UoTCw8Vo2TtQWDPZL1y1QqmOIfx4kUW44mG/6LKoQpRaVkk5qdRzMvhzLbqVTQ1s+Zo3KlSdQQho7RdCd/F1si4qVPU3lUqGjSarVs27aNgQMH4ufnx+7du1m1ahUxMTFcvnwZPz+/MkftFjWHTqdwJE7FkNaeRaabAOhVPw1f6xy23Lz3lDlCVAcXYwomHm/kfu/bym39nDl1MxltfgmzxQtRzdwo55UmAH9XG7nSVE7lLpqmT5+Op6cnU6ZMoVGjRhw/fpzw8HCeeeYZbG1t8ff357333uP8+fOVEa+oYqdupZCqVTGguXux19QqGOqZzI8xjmTn32PcfiGqgUsxaVhbmPH/7d17XJRl3j/wz8wwBwaYYTgOZzBRQFEUEjHTTIpSS1u3x3R3M+uxrUdMw+q19lSauz2UldnB1a0t236bq9W6lkYm4SENPOFZ0FRAjsMZBmZgjvfvj5GRkRFmYM58368Xr+See+77O3df4Htf13VfV4T/wINlJ0RL0K3Ro7ROPuC+hDiTQqVFU6ca0YGWDQLvEXNj2oFujc5OkXkeq4umkpISfPjhh6itrcXGjRtNFsvtERQURFMTeIj9lxvh48VgQpT5MSBzw9rQoeXgYBMNCCeu79f6TsSH+oLNHrjIHxshApfDwunKNvsHRsgQVLUautisbmm68QRdFU07YDGrZwRfs2YNpkyZAi8v07dqtVoUFhZi2rRp8PLywvTp020WJHGe/ZcakeTPwItjvr4e6atCgm8X9jWI8UAo3ZET13blyq+I9+0GDhwecF++FwcJUhHO17Q7IDJCBq+qpQsAECmxrmiKCTTsf71ZiXibR+WZrG5pmjFjBlpaWvpsb29vx4wZM2wSFHENjR0qXK7vRKKk/+m/Z4bIcaDRDzqaJZy4ML2ewRUFH6N8LVhj4oaxEWJcoKKJuLjqViV4bD2CT75n1YzeIX58CLhsGtdkBauLJoZhwGL1bdpubm6Gj4+PTYIiruF4uaE4Hinqvxq6N7gDrRovnKan6IgLq2nrglLHwSjfbovfMy5SjF/rO24uNUGIC6pu7UKkQAMLep1NsFgsxAb64Hozdc9ZyuLuud/85jcADBf5iSeeAJ/PN76m0+lw7tw5TJkyxfYREqc5Xt6MmAAhxLz+u91SxEoE8rQoaBQhTUI/fMQ1XWkwPDkXb0XRlBwhhp4BSurkSI0xv1YdIc5W09qFCO/BTTAdHSA0zCbe/9Rl5AaLW5rEYjHEYjEYhoGfn5/xe7FYDKlUiqeffhr//Oc/7RkrcbBj5S24M3bgPxQcFjA9SE6DwYlLu1LfCSFHhwiBxuL3jAr1A4/Dxvkb69UR4oqq25SIHGTRFBvkQ7OCW8HilqatW7cCAGJjY/HCCy9QV5yHa1OqcUnWgSenxAB11wfc/66ATuysDUCLmgOatYm4oopmBeKEapgZXXBbPC82EsP8cL6GHnIgrqu6tQsPRgy+pam6tQsaPcClNdgHZPUlWrNmDRVMw8DZasPg1wnRlrXZTgk03KkcbfG1W0yEDEV5kwKxQssHgfcYGyHG+Zo22wdEiA10dGvQptQg0ooWVKMDuYit/g46PYPabp7tg/NAFrU0TZw4EQUFBZBIJJgwYYLZgeA9Tp06ZbPgiPOU1snhw+MgWiJEiQX7hwk0GCFUobDFB7PsHh0h1rverERqoPVF07hIMf51vBJKtRZCntWztBBiVzVtN6YbGGT3XMyNG4kKJQ8xwsEdYzix6DfA3LlzjQO/582bZ894iIsorZNjtNTPokkAe2QEdqKwmcY1EdfTpdahrr0bsVHW/1EY2zMYvFaOtFjqfCaupbplaEVTuEADLkuPSiUfQKcNI/NMFhVNa9asMftv4rlK6+SYFGfdH4i7AjrxZVUg6tq7ECa2bjp/Quyp8saMx4PpnhsV6geeFxvna9qpaCIup6atCzwOG8F87aDez2EBUd4aVCipe84SNOyL9NGt0eFaowKJYf2vBH+ryQGGu5TCq832CIuQQStvMoy5ix1E9wOXw0ZimAjnq2mSS+J6qluViJB4Wz1HU28xQhWuK/kD70gsa2mSSCT9jmPqzdxs4cS9XG3ohE7PWF00BfB0GO3bhRMVLZifGmmn6AixXkWzAr58LwTxBnc3Pi5CjKNldDNAXE91axciJUNr2Y8RqvFLMz3EYwmLiqaNGzfaOQziSkpq5WCxgASpHwDr1ka5U6JAYQUVzsS1XG9WICZQaNV0A72Xo0jukOCfjVFQqLTw4dNgcOI6qlu7MDbCwhvc2yyxEiNUYVt1APQMhtRiNRxY9NO/ePFiuwWwadMmvP3225DJZBg/fjw+/PBDTJo06bb7f/3113j11VdRUVGB+Ph4vPXWW5g16+bzWjt37sSWLVtQXFyMlpYWnD59GikpKSbH6O7uxqpVq7B9+3aoVCpkZWXhr3/9K0JDQ+31Md1KSZ0csYE+EPK8oNFY9xjrnRIl/nlOgaZOFYJ8qbmXuIbyJgVigwY/VcpYUReYGzOD30njmogLqW5VImvM0P52xQjVUOvZkHVzEe49iKkLhhGLxjTJ5XKTf/f3ZY0dO3YgJycHa9aswalTpzB+/HhkZWWhoaHB7P6FhYVYuHAhnnrqKZw+fRrz5s3DvHnzcOHCBeM+CoUCU6dOxVtvvXXb8z7//PPYvXs3vv76axw6dAi1tbXGZWKIYRB4YtjgnoKbJDGMHTlJrU3EhVxvViI2cPBrI8b7doPvxcY5GtdEXIhCpUWrUoNIydDW/eyZauB6Fw0GH4hFRZNEIjEWMv7+/pBIJH2+erZbY8OGDVi6dCmWLFmCpKQkbNmyBUKhEJ999pnZ/d9//3088MADePHFF5GYmIg///nPmDhxIj766CPjPn/4wx/w2muvITMz0+wx2tvb8emnn2LDhg249957kZqaiq1bt6KwsBBHjx61Kn5PxDAMSuvkSLJyPFOPMIEGEf7eOF7eauPICBkc43QDgYNvaeKygcQwES7UUNFEXIdxjqYhjmmK9FaDDYYGg1vAou65/fv3IyDA0CR94MABm5xYrVajuLgYq1evNm5js9nIzMxEUVGR2fcUFRUhJyfHZFtWVhZ27dpl8XmLi4uh0WhMiqqEhARER0ejqKgIkydPNvs+lUoFlerm48o9rWoajcbqLixXVtvWBXm3FvEhPiafTaPRAIxlD1umxfjjREWzR12XoTK5jrdss5fhkrO3uvVaX6s3LNQb5c+HRj74B4bHhvuhqKzFo6/drShvHcfctR5IxcEvAMQitGQrNILB5zabZbjhLVfyoWHYgJtfZ3vmrUVF0/Tp083+eyiampqg0+n6jCMKDQ3FpUuXzL5HJpOZ3V8mk1l8XplMBh6PB39/f6uOk5ubi9dff73P9n379kEoHFrTqCu50MICwEFdyQnkXbu5PT8/H0CCRccQdFTjYg0b/9mdBz7HLmG6LcN1NFAqlXY913DJ2dvpudZnmw05feV0Eep5luWwObqmCpQ1srFzdx4EwyyvKW8dp/e1HsjhtihwWAxOqkeCPcSawIfPxrH2QOR1SIC8vKEdzEXYI28H9RhIa2srPv30U5SWlgIAkpKSsGTJEmNrlCdavXq1SSuXXC5HVFQU7r//fohEg+vKckXlB8sgrqzAonn3gcViQaPRID8/H/fddx+4Rz+06BijWHzsKItHsK4KU/0VwN05A7/Jw5lcRy4XAKweA2it4ZKzt7r1WlcfLofP9TIsmHsfWEfeG/RxR0xcin9tKkJUcgbujLVuKIK7orx1HHPXeiDn/v4lIr1FmCO6MuTzF/mF42y7N2b5XXP739n2zFuri6aff/4ZDz30EMRiMdLS0gAAH3zwAdatW4fdu3dj2rRpFh0nKCgIHA4H9fX1Jtvr6+shlUrNvkcqlVq1/+2OoVar0dbWZtLaNNBx+Hy+cSmZ3rhcrsUJ7g4u13ciMUwEHs90QCCXywWXpbfoGAm+XZBwtTjdKsSMoA7Ag67PUPXOF3vnzXDJ2dvp+ZzVbYbxTDweD7Awh81JDPcH34uN0noFpsSH2DBS10d56zjWfM66bi6ivNUW/27uT5xQhT11YnhBD5aHXGd75K3VnaDLli3DggULUF5ejp07d2Lnzp0oKyvDY489hmXLlll8HB6Ph9TUVBQUFBi36fV6FBQUICMjw+x7MjIyTPYHDM1vt9vfnNTUVHC5XJPjXL58GZWVlVYdx1MZnpwb2t0ciwWkSRQ43jr4gbeE2MpQpxvo4cVhIylchPPVbUMPihAbqOniIVJgm0V2Y4QqdOo4aFYPs75nK1nd0nT16lV888034HBuXlgOh4OcnBx88cUXVh0rJycHixcvRlpaGiZNmoSNGzdCoVBgyZIlAIDHH38cERERyM01TMi1YsUKTJ8+He+++y5mz56N7du34+TJk/j444+Nx2xpaUFlZSVqa2sBGAoiwNDCJJVKIRaL8dRTTyEnJwcBAQEQiURYvnw5MjIybjsIfLhQqLS43qIcctEEGKYeeOeKFGo9C/QQK3Gm681KpMXYZuhAcoQYv1xtssmxCBmq6m4eMkNs0+10c9oBPoJsckTPZHVL08SJE41jmXorLS3F+PHjrTrWggUL8M477+C1115DSkoKzpw5g7179xoHe1dWVqKurs64/5QpU7Bt2zZ8/PHHGD9+PL755hvs2rULY8eONe7z3XffYcKECZg9ezYA4LHHHsOECROwZcsW4z7vvfce5syZg/nz52PatGmQSqXYuXOnVbF7okuyDjAMBj3dQG93+iug0rNxQU4L9xLn6dYYphuIGcIcTb0lR4hR1qRAp2pwy7EQYitKtRbNai9Eetuopcnb8MTidVq4t18WtTSdO3fO+O/nnnsOK1aswNWrV40tM0ePHsWmTZvw5ptvWh1AdnY2srOzzb528ODBPtseffRRPProo7c93hNPPIEnnnii33MKBAJs2rQJmzZtsiZUj1daJ4cXm4X40KGvQTRG1AVvjh7HW30w0QaxETIYlS2GJ2Zs0T0HAMmRYjAMcLGmHekjAm1yTEIGo6b1xhxNNiqahF4MQvgaVNBcTf2yqGhKSUkBi8UCw9xch+yll17qs9+iRYuwYMEC20VHHKq0To47gn3B9xp6nzaXDaT6K3Ci1QfP2CA2QgajoskwQ72tWppGBvtCwGXjPBVNxMmqbxRNEQLbzakU461GJbU09cuioqm8vNzecRAXMJTlU8yZJFHgk4pg6PQMOLQKJHGC681KCHkcBNtoHUQvDhtJYSKcp5nBiZNdb1aAx9ZDasuiSajCVQW1NPXHoqIpJibG3nEQJ9PrGVySdSBrjOXTNwwkXaLAhqtSXJLJMSZcbLPjEmKp6y0KRAcIwWLZrmhPjhDjMA0GJ052vUWJKG81bHk/GitUo6DRc+fCsoVBTW4JACUlJaisrIRabdqf+vDDDw85KOJ411uUUKp1Nnlyrsd4sRI8lh7Hy1uoaCJOYVio17ZTXyRH+uOLo9fR0a2Bn8Az5rMh7qeyWWl84s1WooUqtGq80N6lgdibctscq4umsrIyPPLIIzh//rzJOKeeOzmdTmfbCIlDlNYZHlu1ZdEk4DBI8VfieHkLltwVZ7PjEmKpimYFZo0Ns+kxkyNuDAavlWMyjWsiTlLZosRdNhoE3iP2RhFW2axEciTd6Jpj9ZQDK1asQFxcHBoaGiAUCnHx4kX8/PPPSEtLM/u0G3EDB3JRWvQDgnkaBJ/cABzItdmh0yUKHC9vMXmIgBBHUGv1qGntQoyNW5ruCPaBgMvGBRrXRJxEr2dQ2aJEtFA18M5WMM7V1KKw6XE9idUtTUVFRdi/fz+CgoLAZrPBZrMxdepU5Obm4rnnnsPp06ftESexs9IObyT6dd/c0FM4MWwACcDhDcAg+s4nSRT4sEyNa42dGBliu0HmhAyktr0LegaItdGTcz28OGyMCRfjXDUVTcQJDuSiodsLKm0SYmzc0iTm6uDP1eJ6s30XZXZnVrc06XQ6+PkZ/vgFBQUZZ96OiYkxzr5N3E9phwCJfl02P+5EfyU4bBaOlbfY/NiE9KfnF3+0jYsmAJgQ5Y9Tla02Py4hlrh+Yy4lW49pAoBYoQpljdTSdDtWF01jx47F2bNnAQDp6elYv349fvnlF6xbtw4jRoyweYDE/to1HNR085DUu6XJRny89EiOEOM4FU3EwSpbusDjsBEmtv2s9KkxElS3dqFebvufGUIGUtllmEvJVhNb9jbSR4WrjZ02P66nsLp77pVXXoFCYahC161bhzlz5uDuu+9GYGAgduzYYfMAif2VdggAAIki27c0AUB6XAC+PVMLhmFs+ug3If253qJEZIA3OIesX6nArF5j/SamPg8AOHW9FQ8m23agOSEDqVTyIOWrIeDYfqxovK8KP1R00O/r27C6aMrKyjL+e+TIkbh06RJaWlogkUjoArupkg4BeGw9Rth4UGGPSXEB+NvPZahq6bJLVwkh5lS22H66gR6hIgEiJd4opqKJOMF1JQ/RduiaA4B4324o1IY1G8P9ae3QW1ndPddbVVUVqqqqEBAQQAWTGyvt8MZo3254DSkbbi8tNgAsFnCsvNk+JyDEjOvNXTZbPsWc1BgJimlcE3GC6118u4xnAoB4H0OX85X8v9v0SWpPYfWfSa1Wi1dffRVisRixsbGIjY2FWCzGK6+8Ao3GdtO5E8cxDAK339gMsTcXiVIRDQYnDqNngKpWJWIC7Fs0XahpR7eG5qYjjlWl5Nn8ybkeEd4aCNh6XOkU2OX47s7q7rnly5dj586dWL9+PTIyMgAYpiFYu3YtmpubsXnzZpsHSexHq9Pj104B5ofb9445445A/HC+jvrJiUO0qQGNjkFMkA9Qa59zTIyWQKNjcKGmHWmxAfY5CSG3kGvYaNF4IcpOLU1sFjDStxtXO2kNOnOsLpq2bduG7du348EHHzRuGzduHKKiorBw4UIqmtxMWZMCaj3bri1NADA1PgifHinHtUYFRob42vVchDR1Gwrz2ED7FU0JUj8IeRwUX2+look4TPmN6Qbu8LHPGFQAiPdR4YqCWprMsbp7js/nIzY2ts/2uLg48Hg8W8REHMi4fIo9i6YDuUiv/Aw8lh5H8rZRPzmxu6Zuwx1zhB0Hsnpx2EiJ8kfxdRrXRBznmsJQNMXZ6cEdwNDSdKWTD1rIoS+ri6bs7Gz8+c9/hkp183+YSqXCG2+8gezsbJsGR+yvpE6OCIEaYq59x2UIvRikSpQ43EyzghP7a+pmIdzfGzx7Pd1wQ1psAE5UtECvp78uxDHKFHyECdTw8dLb7RzxvirItV5oVFvdGeXxLLoiv/nNb0y+/+mnnxAZGYnx48cDAM6ePQu1Wo2ZM2faPkJie71aekouxCHRz34/fL3dHdiBj8pCoNazQG2SxJ4aumy/fIo5GSMC8UHBFVySdSAp3HaLXRNyO9cUfLtND9Oj5wm6XzsFCLHrmdyPRUWTWGy62vH8+fNNvo+KirJdRMRhGAYo6fDG76IcMxXA3YGdWH8lDKfbhEh3yBnJsHR4Axq6x2CC+jJw4IBdTzUh2h98LzYKrzVR0UTsp9eN7jXFKEyW2HfG7mihGt4cPUrkAky165ncj0VF09atW+0dB3GCBpUXmtVeGGOHNefMGSPqgoSrxeFmXyqaiN1o9EBjNzDCxz5PF/Um4HKQFivB0bJm/PfdtIwUsS8dA1QoeFgUad+WJg4LSPTrQkkHTW55q0F3+Dc2NuLIkSM4cuQIGhsbbRkTcZCLN34gxthp+ZRbsVnAXYGdONxE45qI/VR18aBnWHZ9uqi3jBGBOFbWAq3OMd3cZPiq7uJBzbAdkttJVDSZZXXRpFAo8OSTTyIsLAzTpk3DtGnTEB4ejqeeegpKpdIeMRI7KZF7Q+ylRYTAcZOS3hPUgXNybzR2OOYPGhl+yh3wdFFvGXcEoUOlxYVauUPOR4avshu5PcIhRVM3rin4NHnrLawumnJycnDo0CHs3r0bbW1taGtrw7fffotDhw5h1apV9oiR2MnFDgGSRN1w5FyTM4LlYAHYf6necSclw8o1BR98DoMQvtYh5xsXKYYPj4PCa00OOR8Zvq4p+BCw9QhzwI3uGFEXdAwLl2Uddj+XO7G6aPr3v/+NTz/9FA8++CBEIhFEIhFmzZqFTz75BN988409YiR2clHu7bDxTD0CeTqk+iuRX9Lg0POS4aNcyUeoAA67GeBy2EgfEYiff6VhCsS+rnQKcIePCmwH5PZo326wwaCkjlpQe7O6aFIqlQgNDe2zPSQkZNDdc5s2bUJsbCwEAgHS09Nx/Pjxfvf/+uuvkZCQAIFAgOTkZOTl5Zm8zjAMXnvtNYSFhcHb2xuZmZm4cuWKyT6xsbFgsVgmX2+++eag4ndHcg0blV18JDloPFNvmSFyHLnaiC41NfsS2ytT8BDibed5kw7kmnzNGB2MkxWtkHfT+pvEfi51CpDgoBtdAYfBHT4qXKxtd8j53IXVRVNGRgbWrFmD7u6bM0h3dXXh9ddfN65FZ40dO3YgJycHa9aswalTpzB+/HhkZWWhocF8S0RhYSEWLlyIp556CqdPn8a8efMwb948XLhwwbjP+vXr8cEHH2DLli04duwYfHx8kJWVZRIzAKxbtw51dXXGr+XLl1sdv7sq7RkE7uCWJsBQNHVr9PjlKnVnENsrU/ARau+i6RYzEkKg1TM4/CvlNLEPHWOYNynBzkte9ZYk6sJFGqtnwuqiaePGjfjll18QGRmJmTNnYubMmYiKikJhYSHef/99qwPYsGEDli5diiVLliApKQlbtmyBUCjEZ599Znb/999/Hw888ABefPFFJCYm4s9//jMmTpyIjz76CIChlWnjxo145ZVXMHfuXIwbNw5ffPEFamtrsWvXLpNj+fn5QSqVGr98fHysjt9dXewQgMfWO+wJo97u8FFhRJAPfiqlcU3EtloUarRpvBDi4Id+IiVCjA71w/5L1O1M7KNSyUOXjo0EX8cVTePFSlyslUOtpSdDe1hdNCUnJ+PKlSvIzc1FSkoKUlJS8Oabb+LKlSsYM2aMVcdSq9UoLi5GZmbmzYDYbGRmZqKoqMjse4qKikz2B4CsrCzj/uXl5ZDJZCb7iMVipKen9znmm2++icDAQEyYMAFvv/02tFrHDBx1BRfl3kjw7YadV5m4rfuSQpFfUk+PaRObutZomPTP7t1zZtybGIKDlxug32/adUeILVzqMCyg68iWpgliJdRaPY1r6sWqhWU0Gg0SEhKwZ88eLF26dMgnb2pqgk6n6zNGKjQ0FJcuXTL7HplMZnZ/mUxmfL1n2+32AYDnnnsOEydOREBAAAoLC7F69WrU1dVhw4YNZs+rUqlM1tuTyw1JpNFooNG42TgGho3T7UJkBCigYfqvmnpeH2g/az2QFIK//VyGn3+tx90jg2x6bFfUkyO9c8XeeeNROWuhX+vawQaDYIHtc7ZfGg2mjQzA5oPXUNzmgxT/LpPX3BXlreOYu9ZGDBsXO4QI5Gnhz9M7LLdH+anB82LjRHkTxkjdpyfGnnlrVdHE5XL7jAtyVzk5OcZ/jxs3DjweD3/84x+Rm5sLPp/fZ//c3Fy8/vrrfbbv27cPQqH917iypS5tAsoUXsgI4yKvQzzwGwDkd46yaQzMmSMIFnCwJe8kOkYOn9am/Px847/tPa+ZJ+WspfIr2AgQsMBl2z5n+5WXBx0D+Hhx8LfqODzE0Zu85u4obx2n97W+KQGHWtkI9AbyOhIcGk+Etw4/HCtFSOtFh57XFuyRt1YvYbxs2TK89dZb+Pvf/w4vr6GtgBwUFAQOh4P6etOxLfX19ZBKpWbfI5VK+92/57/19fUICwsz2SclJeW2saSnp0Or1aKiogKjR4/u8/rq1atNCi25XI6oqCjcf//9EInca82pX3b9DUAcHg+9NuBSExqGjfzOUbjP91dwWTYsbu7OwVXBVXxeVImZ998DvrP6CR1Eo9EgPz8f9913H7hcLoCbd9D24kk5a6kdW09igq4CgND2OWuBo6HhKGrxxV/H/HpzyoO7c/p9jyujvHUcc9fa6PAGvNsdj5khHZjlJzN/ADs5mzwbP5bUY9asaQ4971DYM2+trnpOnDiBgoIC7Nu3D8nJyX0GT+/cudPiY/F4PKSmpqKgoADz5s0DAOj1ehQUFCA7O9vsezIyMlBQUICVK1cat+Xn5xuf3IuLi4NUKkVBQYGxSJLL5Th27BieffbZ28Zy5swZsNlshISYX9OZz+ebbYHicrl9E9zFXWj3hp+XDvE+3RbP98Fl6W37B4jLxbyJkfjoYBl+KWtF1hjzRbKn6Z0v9s4bT8pZSzAMg0v1nfi9tAuA0PY5a4GHw9rwVU0ALnXwMU58o4vOA6415a3jmPucHToYpojxa3B4TqfFBeKzwuto7dIhRCRw6LmHyh55a3XR5O/vj/nz59vk5IChm2zx4sVIS0vDpEmTsHHjRigUCixZsgQA8PjjjyMiIgK5uYYBlStWrMD06dPx7rvvYvbs2di+fTtOnjyJjz/+GADAYrGwcuVK/OUvf0F8fDzi4uLw6quvIjw83FiYFRUV4dixY5gxYwb8/PxQVFSE559/Hr///e8hkUhs9tlc1Zl2IVLESodMkNafkSF+SAwT4T+naoZN0UTsp7FDhRaFGgl+3XDWyJfJkk4E8rTYI/O/WTQRMkTn2w2Pg44TOX6psonRhr+Jpypb8cDYsAH29nxWF01bt261aQALFixAY2MjXnvtNchkMqSkpGDv3r3GgdyVlZVgs2923UyZMgXbtm3DK6+8gpdffhnx8fHYtWsXxo4da9znpZdegkKhwNNPP422tjZMnToVe/fuhUBgqJL5fD62b9+OtWvXQqVSIS4uDs8//7xJk7CnYhgGZ9q9sTCyxdmhAAAWpEXiL9+XorFDhWC/vneXhFiq9MZyD6N9u3HBSfOmerGBB0Pb8L1MjNWj6hy6RBHxXOfkQgg5Ooz0dfwUMVKxANEBQhwta6GiCVYUTXq9Hm+//Ta+++47qNVqzJw5E2vWrIG399AnRMnOzr5td9zBgwf7bHv00Ufx6KOP3vZ4LBYL69atw7p168y+PnHiRBw9enRQsbq7mrYuNKm5GC92jcWVH5kQidwfLuGb4mo8e88dzg6HuLHSOjl8eBxEemtwodN5ccyRtuOfVUE40SbEJIlr/JwR93a23RvJoi5wnFSE3zUyEEdoMmIAVszT9MYbb+Dll1+Gr68vIiIi8P7772PZsmX2jI3YQfH1VgBAiosUTWIhF7OTw7D9RCX0esfPrUM8x6U6ORLCRE7vdp4kUSDaW4Ud1QHODYR4jLM3hlQ4y10jg3C1oRP1cs94en4oLC6avvjiC/z1r3/Fjz/+iF27dmH37t348ssvodcPn8fFPcGx8haM9OlGEN911n1bmB6N681KFJU1OzsU4sZK6zqQIPVzdhhgs4AFkS34XuaPdo1nPxVK7K9B3o3abh7GO3GMXMaIQADAL7u3DvtJWy3+ia6srMSsWbOM32dmZoLFYqG2ttYugRH7OFbWjEkShbPDMJEWI0F8iC8+L6xwdijETam0Olxr7ERCmGs8kv7b8FZoGBa+q/N3dijEzZ2uagMApw6pCPTlIzFMhCPNvk6LwVVYXDRptVrjQOoeXC7Xo2do9TSNHSpca1QgPcC1iiYWi4Wld49Afkk9rjY4cTAKcVtX6juh1TNIdIGWJgAIFWgxI0iOL6sCwTDU7UwG71hZCyIEakR4O+lv7Y2Wpan8a/il2Q/DPZ0tHgjOMAyeeOIJk/kzuru78cwzz5jM1WTNPE3EsY6XG56YmyxxvcJk7oRwvJt/GR//fA3rfzve2eEQN3O2ug0cNgtjwsVAmbOjMXgypgmLTt6Bw1eaMG1UsLPDIW7qWHkz0gOc/zt7RpAcn1QE44LcG8nDeDoNi4umxYsX99n2+9//3qbBEPs6Vt6M2EAhQgWutzAx34uDJ++Kwzv7LmPV/aMR6maTqBEH6z2mYsZqnKlsw+hQP3jzOE6bo+lWGQEKjBUp8cnhMiqayKC0KzUoqZNj8Rjn9w7cKVFA7KXFjw0iKposYev5mYjjFV5rRnpcoLPDuK2F6dH46MBVbD54DWsfHuPscIgbOVvdhrRY13pajcUClsY2YcU5IS5++x7GiG48eTRjtXMDI27jREULGAaY7ALjULlsYGaIHPsaxHghvn7gN3goerRjmKhqUeJqQydmJLjuHa9IwMUfp43Al8euo6rFNaZEIK6vo1uDKw2dSIn0d3YofcwObUOUtwrvXwt1dijEDRVea0aYWIAo7/7XCHWU+0Pk+LVTgDIF7+ZTdMPsSToqmoaJg5cb4MVm4a6RQc4O5fYO5GKJbifEHDXe++fOYffDSAbn/J7NYBggRfa1y+WMFxvIGVmPfQ1inG4b+kTAZPhgGAYFl+pxz+gQl5lZfnpQB3w5Onxb5/nLjd0OFU3DxIHLjUiLlcBP4NoLXvp46bFyZD121kpQ3Cp0djjEDRxv9YHIS4s7fBy/xIQlHg5rw2jfLqy/EmZ48miY3qET61xr7MT1ZiXuSzK/iLwzeHMYzJK2Y2etP4brXMRUNA0D3RodCq81YcZo1/nh68/CyBaMEynxvyUR0Opo8lTSv6MtvkgPUDhtiYmBcFjAi/EyFLX4Yl+Da8wjRVxffkkDvLkcTLnDtXoHfhvRgqouPo63+gy8sweiomkYKCprRrdGj3vcpGjisIA3kmpwuVNAE16SfnXrWDjVLnSJgbL9mRncgXuD5Vh7KRydWvq1Swb209FiTJO0QHBkvbNDMXGnvxLR3ip8VTM8u+gsfnqOuK89Z+swIsgHo0JdaDbXAbomksVdWBzdjLd/uIhpbbswqvfq3vT0EbnhTLsQaj0bk11gHpv+sFjA64k1uP+X0Xj3SijWJNY5OyTiwpo6VTjVJsT6sdXODqUPFsvQG/De1VD8aZQMIXzXm8LGnuiWx8N1//Qmfjx7HQ+Jy8A6+KZbjaP406g6xAjVeO5sNLp1Ltr3QpyqsNkXYi8tEv1cfyHRKG8NVo2U4fPKIBQ2D8+uDWKZPWdrwWEB9wbLnR2KWYuiWuDFZvD/Kl13Cht7oaLJwx1o9EOnjoOHw9qcHYrVBBwG74+rRJmSj7Wl4cN++n7SV0GjCNODOsB2k5r6yZgmZAR04vnz0WhScZwdDnFRX52sxsxgOQJ5rrOwem9irg4LIlrw/6oCoRhm3c3D69MOQ9/WSTBWpHTZJ4sGkujXjTeSarC9JhBbh+FdDbm9um4uLnZ4Y2ZIh7NDsRibBbyXXAUdAzxzJhYqrWv+USTOc7FWjpI6Of4rosXZofTrv2OboNSy8fcK1xqobm80psmDNci78VOjCC+PrnV2KEPyaEQrfu0U4C+XwhHI1WGuswMiLqGg0Q8cFoN7gtynaAIMi/l+POE6HjsxAqv/+i+8M7bqZksZjdcb9v51ogrBfnxMd/G8jvDW4PHoZnxcEYxFHSoE+/EHfpMHoJYmD/av41XgshnMD291dihDtnpUHX4T3ornz0dh91n3LgKJbfxYL8YkiQJirvu11kz0V+KdsVX4T60/Xr4YcXPOG5rDaVhrUQE7T9fiqalx8HKDv87ZIxrAYTF4+8dLzg7FYdzgfwsZjG6NDl8eu455Ya0Qc91/riM2C3hrbDXmhrVh5Y4z+Hex6z1VQhynvtsLvzT74mFpm7NDGbSHw9rxztgq7KgJwEsXIqGjMXvD3r5qNvwEXng8I8bZoVjEn6fDn0bJ8NXJavz8a6Ozw3EI6p7zJL3uTr+qDERTRzj+e3yTEwOyLQ4LeCe5Cjw2g1Vfn8XVk/nIGSkDdyZ1aQw3u+ok8GIzmO3GRRMAzI9ogxcLeP58FFo1XngvuRIiD7jJIVa48Xu7SsHHscZRePH+OAh57vOneWFkC/LUKfjTv8/hhxXTIBa69qoTQ0UtTR6oW8fC5vJgzA1rc9sB4LfDYQFvjqnG6lF1+LgiGAtO3GF+cd/e3RzU3eFR9HoGO2okuD9E7hEFxtzwNnw6sQLHW30w72g8zrfTGnXD0YdlIRB6AYsmRTo7FKuwWMBbvx0HpUaH/9lWDLXW/X8m+0NFkwf6e0UwGlVcLL+j3tmh2AWLBfwxrhFfTbqG+m4uZn1wGJ//Uk5LrgwT+y81oEwhwBPRntOKOiO4A99OvgKhlw6PHBuJDVdD0a2xYqwW3SC4tYIGP/ynVoJZUXq3amXqEeHvjS2/T8WJ8las/uuX0O/33Dx0v/87pF/lCh4+KgvBkzFNGOGjdnY4dpXqr0TelF+RezkMr+/WYPuBYrw0SoYZQR0usyo4sb2PD5dhor8CaRIzLYxubISPGv9Jv4oPr4Vic1kwvn7nIF7MGo15KRFgu8tEVMRqFQoeVp6PRmawHBkhbrpI+YFcTAbwdpI/Vp6Pgo5hYf3YavCcHZcdUEuTB1HpWcg+G4MwgQYrPLSV6VZirh5vjq3Bt5Ovws9LjydPxWFOUTx21frTLOIeSK9nMDMhBM+N8Mz85rKBnPh65N/1K1Ki/JHz1VlkbfwZX52oglI9vJarGA4UKi2eORODYJ4W68dWu80krbczN7wNH46vRJ5MjCeKY9HQ4foz9VuLWpo8BMMweLUkAlc6+dg5+Rp8vIZXV9U4cRe+mnQNR1t9sKksBCvPR0NUqsXcsDY8Et6GFLGS7hA8AJvNwh+n3wEccO215oYq1keNzXNSUXy9FZsPXsVL/z6H13dfxIPJYfjNxAhMjgsE+9Cbzg6TDEGnSoslW4+juouHnZOvwo+rB7oBHN4AsNz39/ccaTuCeFpkn43GgxsPG1pLJ0RAwPWMGfBd4u/Ipk2bEBsbC4FAgPT0dBw/frzf/b/++mskJCRAIBAgOTkZeXl5Jq8zDIPXXnsNYWFh8Pb2RmZmJq5cuWKyT0tLC373u99BJBLB398fTz31FDo73fMXMcMweOP7UnxVE4DcMdUYK+pydkhOwWIBGQEK/DOtHAenXsLvo1rwY4MYvzk2EpMPJSLnqzPYcaIS5U0KMLQmC3F1B3KRWrYFf4/+CT/ffQlPT7sDJypasOiTY7jzjZ+w8lwUdtb6o0rJpSWG3FBHtwYKlQ5fpJWbLkjuASYHKLB3yq+YfEcgVv/nPKa8uR8b9l32iJYnp7c07dixAzk5OdiyZQvS09OxceNGZGVl4fLlywgJCemzf2FhIRYuXIjc3FzMmTMH27Ztw7x583Dq1CmMHTsWALB+/Xp88MEH+Mc//oG4uDi8+uqryMrKQklJCQQCAQDgd7/7Herq6pCfnw+NRoMlS5bg6aefxrZt2xz6+W2FxQJeT6jB/Ig2Z4fiEmJ91HhplAyr4mUobhMiv0GMovoO7DpdAz0DBPvxkRotQWKYCAlhfoiSCBEZ4A2RwLMflyXuKVqoxgp8g+dSgVNtQhQ0inCoyQ+76iQAgACuFuPFSowTdyHRrwsT5d0IEQmcHDXpT5jYG3uWTwX70BFnh2IXQXwdNi2aiIomBT4vrMDfj5Rj86FreGh8OJ68Kw5jI8TODnFQWIyTb7nT09Nx55134qOPPgIA6PV6REVFYfny5fjTn/7UZ/8FCxZAoVBgz549xm2TJ09GSkoKtmzZAoZhEB4ejlWrVuGFF14AALS3tyM0NBSff/45HnvsMZSWliIpKQknTpxAWloaAGDv3r2YNWsWqqurER4ePmDccrkcYrEY7e3tEIlEtrgUQ2eHpxU0DBt5HQmY5XcJXDduMu4h17BR3OaD460+ONMuRGm3BG1KjfF1P4EXIvy9ESnxRoS/NyIk3ojwFyJExIdIwIXI2wsiARdCHgcsK0abazQa5OXlYdasWeByDYWZo3PIJXN2sPrJdU/L2f40qzk41y7EmXYhzrZ742y7EK0aL6x9KAlP3BU35ONT3jrAjVz2yLzttSxQe5cGX52owueFFahp68JPOdMwMsTPLqe1Z946taVJrVajuLgYq1ffvLBsNhuZmZkoKioy+56ioiLk5OSYbMvKysKuXbsAAOXl5ZDJZMjMzDS+LhaLkZ6ejqKiIjz22GMoKiqCv7+/sWACgMzMTLDZbBw7dgyPPPKIDT8lcSUirh4zgjswI9iwrhNzz5/Q2KFCVWsXatq6UNPahZo2JWpau1BU1oya1i4o1H0f/eawGIi8dIYvruG/oxKTseahMY7+SGQYC+TpTPOZARrVXuBNuM/JkRFiSuzNxdJpI7DkrlgUlTXbrWCyN6cWTU1NTdDpdAgNDTXZHhoaikuXzK9lI5PJzO4vk8mMr/ds62+fW7v+vLy8EBAQYNznViqVCirVzX7n9vZ2AIaxURqNxux7HK7T9lMMaBg2lEolmllqz7n76W3POnAAxN74AgBwAAQZvhgGkGs5aNFwINdw0Kllo0PDQYeOjQ4tx/BvLQedOha6O+Vobm42exqNRmO4js3Nxjufjo6eP3T2aex1i5wdrH5y3eNzdgAcqKHr6kCzDYY2Ut46wI1c9si83f262c1JU7Jv+7vSFuyZt04f0+QucnNz8frrfRMgLm7oTeDEcwzmeaaOjg6Ixbbv36ecHc7W2v0MlLdk8NY67cxDzVunFk1BQUHgcDiorzedc6W+vh5SqdTse6RSab/79/y3vr4eYWFhJvukpKQY92loaDA5hlarRUtLy23Pu3r1apNuQb1ej5aWFgQGBlo1tsXdyOVyREVFoaqqyjPHEziIuevIMAw6OjosGkM3GJSzlLNDRXnrOJS3tmPPvHVq0cTj8ZCamoqCggLMmzcPgOEHpKCgANnZ2Wbfk5GRgYKCAqxcudK4LT8/HxkZGQAMdyNSqRQFBQXGIkkul+PYsWN49tlnjcdoa2tDcXExUlNTAQD79++HXq9Henq62fPy+Xzw+XyTbf7+/oP85O5HJBLRD7IN3Hod7XGn3oNylnLWVihvHYfy1nbskbdO757LycnB4sWLkZaWhkmTJmHjxo1QKBRYsmQJAODxxx9HREQEcnMNTxisWLEC06dPx7vvvovZs2dj+/btOHnyJD7++GMAAIvFwsqVK/GXv/wF8fHxxikHwsPDjYVZYmIiHnjgASxduhRbtmyBRqNBdnY2HnvsMbvdPRFCCCHEvTm9aFqwYAEaGxvx2muvQSaTISUlBXv37jUO5K6srASbfXMOzilTpmDbtm145ZVX8PLLLyM+Ph67du0yztEEAC+99BIUCgWefvpptLW1YerUqdi7d69xjiYA+PLLL5GdnY2ZM2eCzWZj/vz5+OCDDxz3wQkhhBDiVpw+TxNxbSqVCrm5uVi9enWfJnNiObqOjkPX2nboWjoOXWvbsee1pKKJEEIIIcQCLrH2HCGEEEKIq6OiiRBCCCHEAlQ0EUIIIYRYgIomclubNm1CbGwsBAIB0tPTcfz4cWeH5FJyc3Nx5513ws/PDyEhIZg3bx4uX75ssk93dzeWLVuGwMBA+Pr6Yv78+X0mZ62srMTs2bMhFAoREhKCF198EVqt1pEfxaNQ3vaP8tb1UM72z6VyliHEjO3btzM8Ho/57LPPmIsXLzJLly5l/P39mfr6emeH5jKysrKYrVu3MhcuXGDOnDnDzJo1i4mOjmY6OzuN+zzzzDNMVFQUU1BQwJw8eZKZPHkyM2XKFOPrWq2WGTt2LJOZmcmcPn2aycvLY4KCgpjVq1c74yO5PcrbgVHeuhbK2YG5Us5S0UTMmjRpErNs2TLj9zqdjgkPD2dyc3OdGJVra2hoYAAwhw4dYhiGYdra2hgul8t8/fXXxn1KS0sZAExRURHDMAyTl5fHsNlsRiaTGffZvHkzIxKJGJVK5dgP4AEob61HeetclLPWc2bOUvcc6UOtVqO4uBiZmZnGbWw2G5mZmSgqKnJiZK6tZzX2gIAAAEBxcTE0Go3JdUxISEB0dLTxOhYVFSE5Odk4mSsAZGVlQS6X4+LFiw6M3v1R3g4O5a3zUM4OjjNzloom0kdTUxN0Op1JcgFAaGgoZDKZk6JybXq9HitXrsRdd91lnJ1eJpOBx+P1WTer93WUyWRmr3PPa8RylLfWo7x1LspZ6zk7Z52+jAohnmDZsmW4cOECjhw54uxQCLEY5S1xN87OWWppIn0EBQWBw+H0efKgvr4eUqnUSVG5ruzsbOzZswcHDhxAZGSkcbtUKoVarUZbW5vJ/r2vo1QqNXude14jlqO8tQ7lrfNRzlrHFXKWiibSB4/HQ2pqKgoKCozb9Ho9CgoKkJGR4cTIXAvDMMjOzsZ//vMf7N+/H3FxcSavp6amgsvlmlzHy5cvo7Ky0ngdMzIycP78eTQ0NBj3yc/Ph0gkQlJSkmM+iIegvLUM5a3roJy1jEvlrC1GshPPs337dobP5zOff/45U1JSwjz99NOMv7+/yZMHw92zzz7LiMVi5uDBg0xdXZ3xS6lUGvd55plnmOjoaGb//v3MyZMnmYyMDCYjI8P4es9jsPfffz9z5swZZu/evUxwcDA9uj1IlLcDo7x1LZSzA3OlnKWiidzWhx9+yERHRzM8Ho+ZNGkSc/ToUWeH5FIAmP3aunWrcZ+uri7mf/7nfxiJRMIIhULmkUceYerq6kyOU1FRwTz44IOMt7c3ExQUxKxatYrRaDQO/jSeg/K2f5S3rodytn+ulLOsGwERQgghhJB+0JgmQgghhBALUNFECCGEEGIBKpoIIYQQQixARRMhhBBCiAWoaCKEEEIIsQAVTYQQQgghFqCiiRBCCCHEAlQ0EUIIIYRYgIomMqCDBw+CxWKBxWJh3rx5zg7ntioqKsBisXDmzBmT71ksFlJSUpwaG3E8ylvibihnXR8VTR7miSeeMCYvj8fDyJEjsW7dOmi1WgCmP5S3fslksn6PffnyZXz++ecO+BS3t2TJErzyyisW7RsVFYW6ujqsWrXKzlGRoaK8vYny1j1Qzt40nHLWy9kBENt74IEHsHXrVqhUKuTl5WHZsmXgcrlYvXq1cZ/Lly9DJBKZvC8kJKTf44aEhMDf398eIVtEp9Nhz549+P777y3an8PhQCqVwtfX186REVugvDWgvHUflLMGwylnqaXJA/H5fEilUsTExODZZ59FZmYmvvvuO5N9QkJCIJVKTb7YbOvS4Z577sHy5cuxcuVKSCQShIaG4pNPPoFCocCSJUvg5+eHkSNH4ocffjC+p+fu68cff8SECRPg7e2Ne++9Fw0NDfjhhx+QmJgIkUiERYsWQalUmpyvsLAQXC4Xd955JwDg+PHjmDBhAgQCAdLS0nD69OlBXjHiCihvibuhnB1+qGgaBry9vaFWq+1y7H/84x8ICgrC8ePHsXz5cjz77LN49NFHMWXKFJw6dQr3338//vCHP/T5oVy7di0++ugjFBYWoqqqCv/1X/+FjRs3Ytu2bfj++++xb98+fPjhhybv+e677/DQQw+BxWKhs7MTc+bMQVJSEoqLi7F27Vq88MILdvmMxDkob4m7oZwdBhjiURYvXszMnTuXYRiG0ev1TH5+PsPn85kXXniBYRiGOXDgAAOA8fHxMflKSkq67TF73tPa2mqyffr06czUqVON32u1WsbHx4f5wx/+YNxWV1fHAGCKiopMjvXTTz8Z98nNzWUAMNeuXTNu++Mf/8hkZWWZnC8+Pp7Zs2cPwzAM87e//Y0JDAxkurq6jK9v3ryZAcCcPn3a5H1r1qxhxo8ff9vPR5yP8pby1t1Qzg7PnKUxTR5oz5498PX1hUajgV6vx6JFi7B27VqTfQ4fPgw/Pz/j91wud1DnGjdunPHfHA4HgYGBSE5ONm4LDQ0FADQ0NNz2faGhoRAKhRgxYoTJtuPHjxu/Ly0tRW1tLWbOnGn8fty4cRAIBMZ9MjIyBvUZiGugvCXuhnJ2+KGiyQPNmDEDmzdvBo/HQ3h4OLy8+v5vjouLs8lAw1t/AbBYLJNtLBYLAKDX62/7vlvf07Ot93u+++473HfffSY/uMSzUN4Sd0M5O/zQmCYP5OPjg5EjRyI6OtrsD7E7+vbbbzF37lzj94mJiTh37hy6u7uN244ePeqM0IiNUN4Sd0M5O/xQ0TRMNTQ0QCaTmXxpNBpnh2VWQ0MDTp48iTlz5hi3LVq0CCwWC0uXLkVJSQny8vLwzjvvODFK4giUt8TdUM56FiqahqnRo0cjLCzM5Ku4uNjZYZm1e/duTJo0CUFBQcZtvr6+2L17N86fP48JEybgf//3f/HWW285MUriCJS3xN1QznoWFsMwjLODIK7t4MGDmDFjBlpbW50y4drDDz+MqVOn4qWXXhrU+9euXYtdu3YZp/wnwwPlLXE3lLOuj1qaiMUiIyOxcOFCh5936tSpgzpvZWUlfH198X//9392iIq4C8pb4m4oZ10XtTSRAXV1daGmpgaAoalWKpU6OSLLaLVaVFRUADDM3BsVFeXcgIhDUd4Sd0M56/qoaCKEEEIIsQB1zxFCCCGEWICKJkIIIYQQC1DRRAghhBBiASqaCCGEEEIsQEUTIYQQQogFqGgihBBCCLEAFU2EEEIIIRagookQQgghxAJUNBFCCCGEWOD/A4KpERDMD3qbAAAAAElFTkSuQmCC", "text/plain": [ "
" ] @@ -557,30 +195,27 @@ } ], "source": [ - "freq = \"ME\"\n", - "dist = scs.fisk\n", "\n", "f, axl = plt.subplots(4, 3, figsize=(6, 8), sharey=True, sharex=True)\n", "axsr = axl.ravel()\n", - "for date, grval in dfval.groupby(pd.Grouper(freq=freq)):\n", - " data = si.utils.get_data_series(grval).sort_values()\n", - " fd = si.dist.Dist(data=data, dist=dist)\n", - " pdf = fd.pdf()\n", - " p_value = fd.ks_test()\n", - " axsr[date.month - 1].plot(\n", - " data.values, pdf.values, color=\"C0\", linewidth=1, label=f\"KS {p_value=:0.2f}\"\n", + "for date, dist in spei_fisk._dist_dict.items():\n", + " pdf = dist.pdf()\n", + " p_value = dist.ks_test()\n", + " i = date.month - 1\n", + " axsr[i].plot(\n", + " dist.data.loc[pdf.index].values, pdf.values, color=\"C0\", linewidth=1, label=f\"KS {p_value=:0.2f}\"\n", " )\n", - " axsr[date.month - 1].hist(\n", - " data.values,\n", + " axsr[i].hist(\n", + " dist.data.values,\n", " alpha=0.5,\n", " density=True,\n", " cumulative=False,\n", " bins=20,\n", " color=\"C1\",\n", " )\n", - " axsr[date.month - 1].set_title(month_name[date.month])\n", - " axsr[date.month - 1].grid(True)\n", - " axsr[date.month - 1].legend(loc=2, fontsize=6)\n", + " axsr[i].set_title(month_name[date.month])\n", + " axsr[i].grid(True)\n", + " axsr[i].legend(loc=2, fontsize=6)\n", "\n", "[ax.set_ylabel(\"Probability [-]\") for ax in axl[:, 0]]\n", "[ax.set_xlabel(\"PE [mm/d]\") for ax in axl[-1, :]]\n", @@ -609,7 +244,7 @@ "metadata": {}, "outputs": [], "source": [ - "spi_d = si.spi(pe, dist=scs.gamma, freq=\"D\")" + "spi_d = si.spi(prec, dist=scs.fisk, fit_freq=\"D\", prob_zero=False)" ] }, { @@ -619,7 +254,7 @@ "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ "
" ] @@ -637,7 +272,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "As can be seen in the figure sharp peaks are visible in the SPI, e.g. in august. To get a better fit of the distribution on those days, one can try to take into account days as well. After all, it is quite logical to take into account the distribution of the 1st of august and 3rd of august when determining the distribution for the 2nd of august. Note that this does not mean the distribution is summed over a larger window. Just more data is taken into account to determine the distribution for the specific day / week. The window argument provides for this:" + "As can be seen in the figure sharp peaks are visible in the SPI, e.g. in march. To get a better fit of the distribution on those days, one can try to take into account days as well. After all, it is quite logical to take into account the distribution of the 1st of march and 3rd of march when determining the distribution for the 2nd of march. Note that this does not mean the distribution is summed over a larger window. Just more data is taken into account to determine the distribution for the specific day / week. The window argument provides for this:" ] }, { @@ -646,7 +281,7 @@ "metadata": {}, "outputs": [], "source": [ - "spi_3d = si.spi(pe, dist=scs.gamma, freq=\"D\", window=3)" + "spi_3d = si.spi(prec, dist=scs.fisk, fit_freq=\"D\", fit_window=11, prob_zero=False)" ] }, { @@ -656,7 +291,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -705,4 +340,4 @@ }, "nbformat": 4, "nbformat_minor": 2 -} \ No newline at end of file +} diff --git a/doc/examples/example03_drought_NL.ipynb b/doc/examples/example03_drought_NL.ipynb index e6b0cfe..9b99fc2 100644 --- a/doc/examples/example03_drought_NL.ipynb +++ b/doc/examples/example03_drought_NL.ipynb @@ -18,6 +18,20 @@ "execution_count": 1, "metadata": {}, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Versions\n", + "python: 3.10.12\n", + "spei: 0.4.0\n", + "numpy: 1.26.4\n", + "scipy: 1.12.0\n", + "matplotlib: 3.8.3\n", + "pandas: 2.2.1\n", + "\n" + ] + }, { "name": "stderr", "output_type": "stream", @@ -35,7 +49,9 @@ "\n", "import hydropandas as hpd\n", "import scipy.stats as scs\n", - "import matplotlib.pyplot as plt" + "import matplotlib.pyplot as plt\n", + "\n", + "print(si.show_versions())" ] }, { @@ -93,12 +109,8 @@ "outputs": [], "source": [ "# Accumulate time series on monthly basis\n", - "f = 30\n", - "p = prec.rolling(f\"{f}D\", min_periods=f).sum().iloc[f:]\n", - "pe = (prec - evap).rolling(f\"{f}D\", min_periods=f).sum().iloc[f:]\n", - "\n", - "spi = si.spi(p, dist=scs.gamma)\n", - "spei = si.spei(pe, dist=scs.fisk)" + "spi1 = si.spi(prec, timescale=30, dist=scs.gamma, fit_freq=\"ME\")\n", + "spei1 = si.spei((prec - evap), timescale=30, dist=scs.fisk, fit_freq=\"ME\")" ] }, { @@ -108,7 +120,7 @@ "outputs": [ { "data": { - "image/png": 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", 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uNzeX6/x79eoFs9mMxYsX213z+eefQyAQcKuQ3SESidCtWzds2LDBLqTFvXv38Msvv6Bt27acqYwP3bt3h9FoxDfffMMds1gsXCgJT/Tr1w9CoRAffvihk+aOaKuIhslWe2UwGLBkyRLeZeSL2WzGxIkTceHCBUycONFrPfhSl0QwIL6aABuW54cffrBLs3PnzhCLxVi6dKndccf37Suu2p1cLkeXLl3sft5MkXzo1asXTCaT3TOYzWYsWrTI67182kT37t2h1Wrx8ccfuwy0TczXOp3OaSV0YmIiNBpNmXbe+OWXX/Dtt9+idevW6Ny5MwCgRYsWSExMxGeffeZSQHM0qfvC77//DsB3oVylUgGAy/6GQqksqMaP8sDDJwRF+/btMWbMGMyZMwcnT55Et27dIJFIcOXKFaxevRpffPEF5x/YokULLF26FLNnz0bt2rURGRmJTp06YcqUKdi4cSP69OmDESNGoEWLFigqKsKZM2ewZs0apKamIjw8HE8++SQ6duyId999F6mpqWjSpAm2bduGDRs2YNKkSZyA4YnZs2dj+/btaNu2LcaOHQuxWIxly5ahpKQEc+fO9al++vXrh+TkZLzxxhu4evUq6tWrh40bNyI7OxuAZ61D7dq18e6772LWrFlo164dBgwYAJlMhqNHjyImJgZz5sxBmzZtEBISguHDh2PixIkQCARYuXKlVzOmN/Ly8jiNj06nw9WrV7Fu3Tpcu3YNQ4YMcSnEu4JvXXbr1g1xcXF46aWXMGXKFIhEInz//feIiIjAzZs3ueuioqLw2muvYd68eejbty969OiBU6dOYfPmzQgPD/dbi+Ou3ZUHTz75JB5//HG8/fbbSE1NRYMGDbBu3Tpe/ph82oRWq8XSpUsxbNgwNG/eHEOGDOHq8c8//8Tjjz+OxYsX4/Lly+jcuTOefvppNGjQAGKxGOvXr8e9e/cwZMgQXs+yZs0aqNVqGAwGpKWlYevWrThw4ACaNGmC1atXc9cJhUJ8++236NmzJxo2bIiRI0eievXqSEtLw+7du6HVajkBzhPHjx/n2mVBQQF27tyJtWvXok2bNlwoG760aNECADBx4kR0794dIpGI93NTKOVGZS4pplAccRXCwhWO4VwIX3/9NdOiRQtGoVAwGo2Gady4MTN16lTmzp073DXp6elM7969GY1GwwCwC8lQUFDAvPPOO0zt2rUZqVTKhIeHM23atGE+++wzxmAw2F33+uuvMzExMYxEImGSkpKYTz/91CnkAwBm3LhxLp/h+PHjTPfu3Rm1Ws0olUqmY8eOzMGDB+2u4RPOhWEYJiMjgxk6dCij0WiYoKAgZsSIEcyBAwcYAMyvv/7KXecupMn333/PNGvWjJHJZExISAjTvn17Zvv27dz5AwcOMI899hijUCiYmJgYZurUqczWrVt5lc0V7du3twuXoVarmaSkJOb5559ntm3b5vKestYlwzDMsWPHmFatWjFSqZSJi4tj5s+f7xTOhWHY0Cfvv/8+Ex0dzSgUCqZTp07MhQsXmLCwMOaVV17hrnPXXl29N0/tzhXuwrmoVCqna12916ysLGbYsGGMVqtlgoKCmGHDhjEnTpzwGs6F4K1NkOfs3r07ExQUxMjlciYxMZEZMWIE888//zAMwzCZmZnMuHHjmHr16jEqlYoJCgpiWrVqxfzf//2fx2e3LRf5yeVyJjY2lunTpw/z/fff24URsuXEiRPMgAEDmLCwMEYmkzHx8fHM008/zezcudNjfq7CuYjFYqZWrVrMlClTmIKCArvr+YRzMZlMzIQJE5iIiAhGIBDQ0C6UBwIBw5Rx2k6hUB5IUlJS0L9/f+zfvx+PP/54ZRenypObm4uQkBDMnj2bC8JMoVAoVQ3q40eh/AcoLi62+5v4c2m1WjRv3rySSlV1caxPANzOLf5stUahUCgPCtTHj0L5DzBhwgQUFxejdevWKCkpwbp163Dw4EF8/PHHVT6cTGXw22+/YcWKFejVqxfUajX279+PVatWoVu3blR7SqFQqjRU8KNQ/gN06tQJ8+bNwx9//AG9Xo/atWtj0aJFGD9+fGUXrUryyCOPQCwWY+7cucjPz+cWfMyePbuyi0ahUChlgvr4USgUCoVCoTwkUB8/CoVCoVAolIcEKvhRKBQKhUKhPCRQwY9CoVAoFArlIYEKfhQKhUKhUCgPCVTwo1AoFAqFQnlIoIIfhUKhUCgUykMCFfwoFAqFQqFQHhKo4EehUCgUCoXykEAFPwqFQqFQKJSHBCr4USgUCoVCoTwkUMGPQqFQKBQK5SGBCn4UCoVCoVAoDwlU8KNQKBQKhUJ5SKCCH4VCoVAoFMpDAhX8KBQKhUKhUB4SqOBHoVAoFAqF8pBABT8KhUKhUCiUhwQq+FEoFAqFQqE8JFDBj0KhUCgUCuUhgQp+FMpDSEJCAkaMGFEheY0YMQIJCQl2xwQCAWbOnFkh+RNmzpwJgUBQoXkGgrK8qw4dOqBDhw4BLY8nKuO9lhd//fUXBAIB/vrrr8ouCoUSUKjgR6EEiDNnzmDQoEGIj4+HXC5H9erV0bVrVyxatMjuuo8//hgpKSmVU0iKV0aMGAGBQMD9tFotmjRpgnnz5qGkpKSyi1cm7ty5g5kzZ+LkyZN+p7Fp06YHTrgjQn1mZmZlF4VCeeARV3YBKJT/AgcPHkTHjh0RFxeHUaNGITo6Grdu3cLhw4fxxRdfYMKECdy1H3/8MQYNGoR+/fpVXoErmeLiYojFD273I5PJ8O233wIAcnNzsXbtWrz55ps4evQofv311woty6VLlyAU+jdH37Ztm93fd+7cwQcffICEhAQ0bdrUrzQ3bdqEL7/80qXw96C/VwqFQgU/CiUgfPTRRwgKCsLRo0cRHBxsd+7+/fuVU6gKQq/XQyqV+iScyOXycixR2RGLxXj++ee5v8eOHYtWrVrht99+w/z58xETE+N0D8Mw0Ov1UCgUAS2LTCbz+16pVBrAknjnQX+vFAqFmnoplIBw7do1NGzY0EnoA4DIyEju/wKBAEVFRfjhhx84UyLx37px4wbGjh2LunXrQqFQICwsDIMHD0ZqaqpdeitWrIBAIMCBAwcwefJkREREQKVSoX///sjIyLC7lmEYzJ49G7GxsVAqlejYsSPOnTvnVMbs7Gy8+eabaNy4MdRqNbRaLXr27IlTp07ZXUf8nn799Ve89957qF69OpRKJfLz8wEAKSkpaNSoEeRyORo1aoT169e7rC9bX7DU1FQ706rjz5YjR46gR48eCAoKglKpRPv27XHgwAGn9Pfv34+WLVtCLpcjMTERy5Ytc1kOvgiFQs5XjryPhIQE9OnTB1u3bsWjjz4KhULB5ZObm4tJkyahRo0akMlkqF27Nj755BNYLBa7dC0WC7744gs0btwYcrkcERER6NGjB/755x/uGkcfP/L+9+7dizFjxiAsLAxarRYvvPACcnJy7NK39fH766+/0LJlSwDAyJEjufpdsWIFAGDfvn0YPHgw4uLiIJPJUKNGDbz++usoLi7m0hsxYgS+/PJLAHD5jlz5+J04cQI9e/aEVquFWq1G586dcfjwYbtrfGnTfOnQoQMaNWqE8+fPo2PHjlAqlahevTrmzp3rdO3t27fRr18/qFQqREZG4vXXX3dr1vfWBi9cuACFQoEXXnjB7r79+/dDJBLhrbfe8ut5KJRAQTV+FEoAiI+Px6FDh3D27Fk0atTI7XUrV67Eyy+/jOTkZIwePRoAkJiYCAA4evQoDh48iCFDhiA2NhapqalYunQpOnTogPPnz0OpVNqlNWHCBISEhGDGjBlITU3FggULMH78ePz222/cNdOnT8fs2bPRq1cv9OrVC8ePH0e3bt1gMBjs0vr333+RkpKCwYMHo2bNmrh37x6WLVuG9u3b4/z5804arlmzZkEqleLNN99ESUkJpFIptm3bhoEDB6JBgwaYM2cOsrKyMHLkSMTGxnqsu4iICKxcudLumNFoxOuvv26nsdq1axd69uyJFi1aYMaMGRAKhVi+fDk6deqEffv2ITk5GQDra9mtWzdERERg5syZMJlMmDFjBqKiojyWwxvXrl0DAISFhXHHLl26hGeffRZjxozBqFGjULduXeh0OrRv3x5paWkYM2YM4uLicPDgQbzzzju4e/cuFixYwN3/0ksvYcWKFejZsydefvllmEwm7Nu3D4cPH8ajjz7qsTzjx49HcHAwZs6ciUuXLmHp0qW4ceMGJ5w7Ur9+fXz44YeYPn06Ro8ejXbt2gEA2rRpAwBYvXo1dDodXn31VYSFheHvv//GokWLcPv2baxevRoAMGbMGNy5cwfbt293emeuOHfuHNq1awetVoupU6dCIpFg2bJl6NChA/bs2YNWrVrZXc+nTftCTk4OevTogQEDBuDpp5/GmjVr8NZbb6Fx48bo2bMnANY83blzZ9y8eRMTJ05ETEwMVq5ciV27djmlx6cN1q9fH7NmzcKUKVMwaNAg9O3bF0VFRRgxYgTq1auHDz/80K9noVACBkOhUMrMtm3bGJFIxIhEIqZ169bM1KlTma1btzIGg8HpWpVKxQwfPtzpuE6nczp26NAhBgDz448/cseWL1/OAGC6dOnCWCwW7vjrr7/OiEQiJjc3l2EYhrl//z4jlUqZ3r172103bdo0BoBdGfR6PWM2m+3yvn79OiOTyZgPP/yQO7Z7924GAFOrVi2n8jZt2pSpVq0alz+pFwBMfHy83bUAmBkzZjg9L2Hs2LGMSCRidu3axTAMw1gsFiYpKYnp3r273bPodDqmZs2aTNeuXblj/fr1Y+RyOXPjxg3u2Pnz5xmRSMTw6fKGDx/OqFQqJiMjg8nIyGCuXr3KfPzxx4xAIGAeeeQR7rr4+HgGALNlyxa7+2fNmsWoVCrm8uXLdsfffvttRiQSMTdv3mQYhmF27drFAGAmTpzoVAbbZ4yPj7d7V+T9t2jRwq59zZ07lwHAbNiwgTvWvn17pn379tzfR48eZQAwy5cvd8rTVfubM2cOIxAI7Opy3LhxbuvR8b3269ePkUqlzLVr17hjd+7cYTQaDfPEE084PZO3Nu2OGTNmMACYjIwMu2d3/HZKSkqY6OhoZuDAgdyxBQsWMACY//u//+OOFRUVMbVr12YAMLt372YYxrc2aDabmbZt2zJRUVFMZmYmM27cOEYsFjNHjx71+BwUSkVATb0USgDo2rUrDh06hL59++LUqVOYO3cuunfvjurVq2Pjxo280rD1DTMajcjKykLt2rURHByM48ePO10/evRoO81Ou3btYDabcePGDQDAjh07YDAYMGHCBLvrJk2a5JSWTCbjfPTMZjOysrKgVqtRt25dl3kPHz7crrx3797FyZMnMXz4cAQFBdnVS4MGDXg9P+HHH3/EkiVLMHfuXHTs2BEAcPLkSVy5cgVDhw5FVlYWMjMzkZmZiaKiInTu3Bl79+6FxWKB2WzG1q1b0a9fP8TFxXFp1q9fH927d+ddhqKiIkRERCAiIgK1a9fGtGnT0Lp1ayfTdc2aNZ3SXb16Ndq1a4eQkBCunJmZmejSpQvMZjP27t0LAFi7di0EAgFmzJjhlD+fsDOjR4+GRCLh/n711VchFouxadMm3s9pi+37LCoqQmZmJtq0aQOGYXDixAmf0zObzdi2bRv69euHWrVqccerVauGoUOHYv/+/ZyLAMFbm/YVtVpt56splUqRnJyMf//9lzu2adMmVKtWDYMGDeKOKZVKTiNP4NsGAdY1YMWKFSgsLETPnj2xZMkSvPPOO161uBRKRUBNvRRKgGjZsiXWrVsHg8GAU6dOYf369fj8888xaNAgnDx50qsAVFxcjDlz5mD58uVIS0sDwzDcuby8PKfrbQUbAAgJCQEAzs+LDJZJSUl210VERHDXEoiv2ZIlS3D9+nWYzWbunK1pk1CzZk27v93lBcCt8OiKkydP4pVXXsGzzz6LyZMnc8evXLkCgBU43ZGXl4eSkhIUFxe7LQdfoUgul+P3338HwArFNWvWdGmydqwHUtbTp08jIiLCZdpksc+1a9cQExOD0NBQXmVyxPEZ1Wo1qlWr5uQTypebN29i+vTp2Lhxo5OvoKv2542MjAzodDrUrVvX6Vz9+vVhsVhw69YtNGzYkDvurU37SmxsrJMQHRISgtOnT3N/37hxA7Vr13a6zrHcfNsgKXNiYiJmzpyJKVOmoFGjRnj//ff9egYKJdBQwY9CCTBSqRQtW7ZEy5YtUadOHYwcORKrV692qdmxZcKECVi+fDkmTZqE1q1bIygoCAKBAEOGDHFaFAAAIpHIZTq2AiNfPv74Y7z//vt48cUXMWvWLISGhkIoFGLSpEku8w70ylWAHdwHDhyIOnXqcKFUCKQMn376qdswJGq1OmBx9kQiEbp06eL1Olf1YLFY0LVrV0ydOtXlPXXq1Clz+QKN2WxG165dkZ2djbfeegv16tWDSqVCWloaRowY4bINlAeBbNOBTo9vG7SFhNO5c+cOsrKyEB0d7XO+FEqgoYIfhVKOENPO3bt3uWPuzHhr1qzB8OHDMW/ePO6YXq9Hbm6uX3nHx8cDYDUVtqa2jIwMJw3KmjVr0LFjR3z33Xd2x3NzcxEeHu5TXo5cunTJ6/0WiwXPPfcccnNzsWPHDqeFLGQBjFar9SiQRUREQKFQ+F2OQJCYmIjCwkKvgmNiYiK2bt2K7Oxsv7R+V65c4UzhAFBYWIi7d++iV69ebu9x1/bOnDmDy5cv44cffrBbjbp9+3beaTgSEREBpVLpst4vXrwIoVCIGjVq8EqrPImPj8fZs2fBMIzdszmWm28bJHz11VfYvn07PvroI8yZMwdjxozBhg0bAlt4CsUPqI8fhRIAdu/e7VKLQEyLtmYjlUrlUpgTiUROaSxatMjO7OoLXbp0gUQiwaJFi+zStV1V6inv1atXIy0tjVde1apVQ9OmTfHDDz/YmQW3b9+O8+fPe73/gw8+wNatW7Fq1SqX5tMWLVogMTERn332GQoLC53Ok5AfIpEI3bt3R0pKCm7evMmdv3DhArZu3crrWcrK008/jUOHDrnMLzc3FyaTCQAwcOBAMAyDDz74wOk6Phqpr7/+Gkajkft76dKlMJlM3GpVV6hUKq4cthDNmG2+DMPgiy++4J2GIyKRCN26dcOGDRvszM/37t3DL7/8grZt20Kr1XpMoyLo1asX7ty5gzVr1nDHdDodvv76a7vr+LZBALh+/TqmTJmCgQMHYtq0afjss8+wceNG/Pjjj+X3IBQKT6jGj0IJABMmTIBOp0P//v1Rr149GAwGHDx4EL/99hsSEhIwcuRI7toWLVpgx44dXCDgmjVrolWrVujTpw9WrlyJoKAgNGjQAIcOHcKOHTtc+tjxISIiAm+++SbmzJmDPn36oFevXjhx4gQ2b97spMXr06cPPvzwQ4wcORJt2rTBmTNn8PPPP9tpCr0xZ84c9O7dG23btsWLL76I7OxsLFq0CA0bNnQ5UBLOnDmDWbNm4YknnsD9+/fx008/2Z1//vnnIRQK8e2336Jnz55o2LAhRo4cierVqyMtLQ27d++GVqvlfPI++OADbNmyBe3atcPYsWNhMpm4ctj6dpUXU6ZMwcaNG9GnTx+MGDECLVq0QFFREc6cOYM1a9YgNTUV4eHh6NixI4YNG4aFCxfiypUr6NGjBywWC/bt24eOHTti/PjxHvMxGAzo3Lkznn76aVy6dAlLlixB27Zt0bdvX7f3JCYmIjg4GF999RU0Gg1UKhVatWqFevXqITExEW+++SbS0tKg1Wqxdu1al751LVq0AABMnDgR3bt3h0gkwpAhQ1zmN3v2bGzfvh1t27bF2LFjIRaLsWzZMpSUlLiMp1cZjBo1CosXL8YLL7yAY8eOoVq1ali5cqWT1plvG2QYBi+++CIUCgWWLl0KgA2Ds3btWrz22mvo0qWLywDgFEqFUQkriSmU/xybN29mXnzxRaZevXqMWq1mpFIpU7t2bWbChAnMvXv37K69ePEi88QTTzAKhcIurEpOTg4zcuRIJjw8nFGr1Uz37t2Zixcvug3n4RgagoRaIeEnGIYNK/HBBx8w1apVYxQKBdOhQwfm7NmzTmnq9XrmjTfe4K57/PHHmUOHDjmFAyF5rF692mU9rF27lqlfvz4jk8mYBg0aMOvWrWOGDx/uMZwLSdPdz5YTJ04wAwYMYMLCwhiZTMbEx8czTz/9NLNz50676/bs2cO0aNGCkUqlTK1atZivvvqKC/nhDRLOxRvx8fFM7969XZ4rKChg3nnnHaZ27dqMVCplwsPDmTZt2jCfffaZXQgWk8nEfPrpp0y9evUYqVTKREREMD179mSOHTtml4+r979nzx5m9OjRTEhICKNWq5nnnnuOycrKsiuH4/tjGIbZsGED06BBA0YsFtuFdjl//jzTpUsXRq1WM+Hh4cyoUaOYU6dOOYV/MZlMzIQJE5iIiAhGIBDY1SngHKbn+PHjTPfu3Rm1Ws0olUqmY8eOzMGDB+2u8aVNu8JdOJeGDRs6XeuqPd64cYPp27cvo1QqmfDwcOa1115jtmzZ4jJvb23wiy++YAAwa9eutbvv5s2bjFarZXr16uXxWSiU8kbAMH56zVIoFAqlwlmxYgVGjhyJo0eP0vAgFArFZ6iPH4VCoVAoFMpDAhX8KBQKhUKhUB4SqOBHoVAoFAqF8pBAffwoFAqFQqFQHhKoxo9CoVAoFArlIYEKfhQKhUKhUCgPCQ9VAGeLxYI7d+5Ao9Hw3naIQqFQKBQK5UGHYRgUFBQgJiYGQqF7vd5DJfjduXPngdgbkkKhUCgUCqU8uHXrFmJjY92ef6gEP41GA4DdR9GfTdEp/DEajdi2bRu6desGiURS2cX5z0Pru2Kh9V2x0PquWGh9VxyBrOv8/HzUqFGDk3Xc8VAJfsS8q9FoHojNwf/LGI1GKJVKaLVa2nFUALS+KxZa3xULre+KhdZ3xVEede3NlY0u7qBQKBQKhUJ5SKCCH4VCoVAoFMpDAhX8KBQKhUKhUB4SqOBHoVAoFAqF8pBABT8KhUKhUCiUhwQq+FEoFAqFQqE8JFDBj0KhUCgUCuUhgQp+FAqFQqFQKA8JVPCjUCgUCoVCCQB3794FwzCVXQyPUMGPQqFQKBQKpYxcvnwZMTExWLNmTWUXxSNU8KNQKBQKhUIpI1u2bAEAZGdnV3JJPEMFPwqFQqFQKJQycurUKQCAWq2u5JJ4hgp+FAqFQqFQKGWkuLgYAKDX6yu5JJ6hgh+FQqFQKBRKGdHpdACAkpKSSi6JZ6jgR6FQKBQKhVJG8vMLAFDBj0KhUCgUCuU/T2EhFfwoFAqFQqFQ/vNYLBbcv38fABX8KBQKhUKhUP7T/P7777hx4wYAKvhRKJQqhMlkwsKFC2E0Giu7KBQKhVJluHz5MjQaLWrWTKKCH4VCqTr89NNPeO2117B+/frKLgqFQnmAOH78+AMfpqQyuX37NsLDq0EqlT/w9UQFPwqFwpGamgoAkMlklVsQCoXywGA0GtGiRQuMHTu2sovywHLr1m0EBUVBLJZSjR+FQqk6EOdkk8lUySWhUCgPCh999BEA4O+//67kkjyY/Pbbb9iyZTOUyiiIRA++4Ceu7AJQKJQHh3v37gEACgoKKrkkFArlQcBgMOCDDz7g/k9xZsiQIQAAsTgSItH9B17woxo/CoUCALh16xbWrVsHANizZ08ll4ZCoTwI5Ofnc/+PjIysxJI8+JhMkVVC40cFPwrlIWfq1KmYNm0aXnvtNe7YqlWrKrFEFArlQYEIflFR1SASUSOhJ/LyYiEUSvH333/jrbfeemCjI9C3SKE85Hz66afc/5s37wiV6gns2/cBDAYDpFJpJZaMQqFUNnl5eQCAsLBqdto/CgvDMNz/r12LQbNmUqSnp2Pu3LlQqVSYPn16JZbONVTjR6FQOO7ceR0lJSEAqJ8fhUIp9fvVaGJw40aqnaBDKfV7bN9+MvR6FYTC0snyzZs3eaeTmZlZYRpCKvhRKBSOe/c0MBgUAEBn9xQKBUeOHEFoaBjk8nrIycnBv//+W9lFeqAoLi4GAOj1NQAADGPmzq1YsYJXGiaTCUlJSXjssccCXj5XPJSC35UrVyq7CBTKA8HFixe5/z/xxGgwjBoGgxYA1fhRqj65ubnIzc2t7GJUaQoKChAcHIZbtx4HUBryicJCtmkzGIIAKHDx4qto2bIHAMBsNvPS4mVlZaGoqAjHjx8vz6JyPJSCX4cOHSq7CBTKAwFZvdumzdM4dGgEACA/XwOg1MRDoVRVwsPDUatWrcouRpVGp9NBKlWgsFAFAMjOzq7kEj1Y/PPPPwCAs2frAgCys7U4enQWatZMAgAcPnzYaxqZmZnc/ysiZE6VEfzmzJmDli1bQqPRIDIyEv369cOlS5f8SutBX2pNoVQUx44dQ1JSIxw8OA1GoxKABGlpURAKhbh+/XplF49C8RuGYWA2m5GTk0P90soAK/gpkZcXBABIS0ur5BI9WGRnZyMoKBhGowqAhPvduPErQkJCsWPHDq9p2FpXsrKyyq2shCoj+O3Zswfjxo3D4cOHsX37dhiNRnTr1g1FRUU+p9WwYaNyKCGFUvW4fj0VoaGJABTcj2G0iImJw7Vr1yq5dBSK/6SkpHD/P3HiROUVpIqj0+kgFitQUhKM+vWbYd68+ZVdpAeK7OxsaDTBsO1DAQUsFjViY5N4LfAoLCzk/p+RkVFOJS2lygh+W7ZswYgRI9CwYUM0adIEK1aswM2bN3Hs2DGf0you1pVDCSlVlVWrViEqKgqNGjXmHHUfFgoLCyEWq5yOR0YmUCduSpXGdnuxu3fvVmJJqjZE8AOAsLAXcPnypYeun/REdnY2lMoQl+fk8lBcuXIFFovFYxq2gp+t2be8qDKCnyMktlBoaKjP9xYVUcGPUsrhw4dx//59nDt39qEbIAoLCyESqQHI7X4qVQKuXaOCH6XqkpaWhgYNHgUAbN++vZJLU3UpLCyCSKQAIEdubgIAIDU1tTKL9ECRnZ0DhSIEjn0oIMexY1tx4MABxMXFeUyjsLAQISGsLFMRGr8qGcDZYrFg0qRJePzxx9GokXuzbUlJiZ0/HwlPUVyse2Ajav9XIPVbXvV87949hISEBCTAsG0ZMzMzUaNGjTKnyZeSkhJcvHgRTZo0KVM6/tZ3UVEhwsMVUCjMdsfF4hr499/19DtxQ3m3b4o9/tR3eno6NJpqAICdO3fSd+UDtvV969ZN1KjREAqFGRkZ0QCAAwcOoHbt2j6nW1hYiH79+qN//34YN25cQMtcWWRmZkImC3bqQwGgZcuXsXfv10hLS3Pb/oxGIwoLCxEVFYvCwgLcu3fP77bK974qKfiNGzcOZ8+exf79+z1eN2fOHG5zaVuKioqwadOm8ioexYbymGkbjUYMHjwYnTt3xoQJE8qc3vXr16FUKqHT6bBt27YK1fp99913+P333/Hbb79BJpOVOT1f6zs7Oxtt2mRi1arTdsf37CnE7t15WLt2LRQKRZnL9V+FapIqFl/q+/bt24iOjkanTp2QlpZG+3w/2LZtG1JTU9G1qwmvv34aFosFAwYAo0aNwsmTJ9G1a1ef0rt16xb27t2DvXv3ICYmJiB9XmVz9OjfaNeunVMfCgC3bjXG3r3s/z21v4KCAkilgFqtxqFDhxAfH+9XWXQ6ftbMKif4jR8/Hn/88Qf27t2L2NhYj9e+8847mDx5Mvd3fn4+atSoAbPZjK5du0IikZR3cR9ajEYjtm/fXi71fObMGQDsLH7z5s1lTu/3339HaGgEdLobKCkpQa9evcqcJl+WLFkCAKhbty4aNGjgdzr+1rfJZEJaWn08+2wLu+MNGlgAfA61Wo3u3bv7Xa7/KuXZvv3lxIkT2LlzJ9544w0IBILKLk5A8ae+339/Oszm2gBEEAjuVuh3XdUh9d2xY0dYLBacP98IP/5o30d8+eWX+Pzzz31K13aRjVKprPJ9S1paGoqKiqDX13PqQwEgOLgm93937c9oNGLGjBlQKBIQGckgJCTE77bKN+h+lRH8GIbBhAkTsH79evz111+oWbOm13tkMpnbGYXRaIRSqQx0MSkOSCSSgA+Mtub7QKTNMAyCgiJw+/YN3L17t0IHcuKrumPHjjKbewHf69toNMJsVqK4WG13/OrVZpDL5fjuu+/Rp0+fMpfrv0p5tG9/eeWVV3DixAmMGDEC1apVq+zilAu+1HdRURFCQ7UAZCgoyH9g3lNVQihklwGYTM59BOB7/2s2l5pDV65cWeX7Fr1eDwDIyurpsn6Ki9Vo334a9uz5GBaLxa08otfrodEEQaEIRW5urt9tle99VWZxx7hx4/DTTz/hl19+gUajQXp6OtLT0/1eXcRXJUp58LCNeRSI+FxmsxlCoQRNmz7BfcgVwcWLF3HkyBEAwLlz5yosX1vYjlgCQGr3y8uLRLNmfem2bVUIsiMRDbzNUlRUCEALhglFdnY2jeXnByaTyfo/2z6CxR8LBZm016nTBJmZ5R+vrrwhcgQbw0/q8ldQ0AoAsHz5crfpGI1GCAQySCQaZGVl4ZdffinXHWeqjOC3dOlS5OXloUOHDqhWrRr3++233/xKjwp+VRfbpe+2M0h/YQU/EUQieYUKfh9//DGioqqhWbOOOHXK2T+kvCEBbhlG5PK8QCCmDvFVCPItUMGPpaioCAyjQFFRIoqLi3H58uXKLlKVg7Qpi8XZOOhP30sEP7U6wq8YvA8aRPFUUuLeenj8eCfExdXC0aNH3V5jMpkgEEghkaixbds2PPfcc1i9enXAy0uoUqbeQPJfaHQPK7dv3+b+bzQaIRaXrRmbzWYIBGKIRErodBUXn+rcufOoXbs7BIJk7N8/FiUlJRXq7ExiSzGMFGz4AXsEAqnNjJ/yoCORSFBcXIycnJzKLsoDgdFoBMPIcfnyEwgLi8CMGTPx66+rKrtYVQry/dv2EQKBgJs0+goR/CSSIJSUVG2NX2FhIdavXw8AKCkJhqs+lBARUZtz63EFK/jJIRJpuWPlaW2pMhq/QEM1flWXtWvXcv8PhGBSGRq/c+fO4fjxYxCJmsJoDAdQ8ZOR0k7dteAsEIip4FeFIAMxNc+zsPUhREFBMOrXf5LuROMHpE3ZWgXIwiGTyX/BTyTSVPmtU9944w3MmzcPAFBS4jnygUQShNxc94Ifa+qVQiDQcMdsLVvuSE9Ph1qtxsWLF3mWmoUKfpQqh1pd6kQbKMFPIGAFv4qKSL9r1y5IpVL8888rsFjYj72iBT/SqQuFEkgkQqefUCihpt4qgtls5toPFfxY2O+abdticTXcu5de2UWqcpD+lTVDkn6BLPjwvW8oFfyCqrzgZxto2WRSu+xDS39BPDR+MgiFpYuy+IwH58+fR1FRERYtWuRT2R9awY+aeqsuZrMFIhE7Aw2k4CcUVpzG7+7du4iIqAajUWZ1DK74yYir2bwtVONXdbDVDgRa8Dt79ix27twZ0DTLG4vFAoZhuLbNMJG4f/9+JZeq6uFJ43fnzh0cP37cp/SIsCcQaGAwVG3BT6Uq3epSp/McIUQkCvW4FRvR+KWmDkCTJk9AqVTyklHIOLhkyRLMmTOHZ8kfYsGPavyqLgaDgQvFE0hTr1isxMmTJ3D27Nkyp+mN9PR0BAdXg1oNCIVsB1JZpl6xWAy1Gk4/kYhq/KoKthvB2656DwTdu3dHly5dAppmeUMEFolEZP3GWA2TwWAol/yKi4srZKutiqa0Hkv7CCL4aTQabN261af0iE+2UCiv8hq/oKAg7v9qtdBlH1ral1bH3bt33K5VMJlMEIlkyMuriZs39yApqRmvjQRsLVTz58/nXfaHVvCjGr+qi8FggFweWMFPJBKhsPBFAMDJkyfLnKYn0tLSrEv7LdZOgRX8srOzyzVfR0inLhaL3HRWVONXVSD+azExsQHXWt+5cyeg6VUEjm2bOM2Xlxm8U6dOiIyMRHr6f8ucTL5/IkCr1YBWGwwAiI6Os1toxzc9sVgMkUhWpQW/N998E19++SUA4LHHTnkU+lhhuTpKSkrc9vFGoxEikZS7Pjy8OQ4ePOi1HETwa968I5KSkniX/6EU/KRSKdX4PUCcOHHCp8Eq0IKfycSaeu/erc+lX5789NNPAICbN1mH3KysOGi1WuzZs6dc83WktO48Le6gGr+qAJnIBgWFl9uAGojQSRWFo4nSZGK1M578rMrC4cOHAQDVqlXDsmXLyiWPyqD0nZeaehMS9qNbtx8QHl7H523wiOAHVG3BjyzqiIiIRFraI16vJwv4srLsVzLPnj0bQ4cOtboblcZIFIvreI3jt2rVKixcuBAAoNHE+eSf/lAKfgqFkgp+DxDNmzfHkCFDeF9fHho/oVAEuVwIsVhc7h2SVMp+4MnJz0AuB0QiBRISGiAtLa1c83WEdOoikQhyOZx+QqGEavyqCKTNyuWacpu4VGSMy7Jiq/GTywGA1fiVl+BXo0YNNGnyOABg7ty55ZJHZUC+f5FIzPULeXlJuH79BWi1vZCamupTu2BNmiJO4/dfCKrtqu90/FksoQCcrTrvv/8+1qxZAwAQCuU2fa8WJSUlHseioUOH4q+//gIASKUhVPDzhlyuoKbeBwTy4W/YsIH3PQaDAVJp4AU/gBXKylvjV1JSAolEgtu3l3DH1Opo3L1bsWai0nAuNIBzVaekpAQikQgSiaLcJi4VteI9EJRq/MTWv9kYa+VVN0VFRYiJeRLdu0+rUppRb3haAGY0JgCAT+ZeVvATg2Fk1jSqdv/Cd09svZ4V/DzF2GSY0lAuFguroebrmiASqang5w2FQsFp/BiGwfTp07ntjigVCwki7I3Lly/j4MGDMBgMMBoNkMtZv7hACn5qdcUJfmFhEVAqSx2mFYqQCg+8Szp1qdT94g6q8asaGAwGyGQyiERSKvjBeXGHVMruYVpegkZhYSEkEjUkEmmVF2Zs8dRHCIURAOBxtaojxNQrkbCCX3n3teUNwzBe/fvUaoBhwiEQCDz6y4rFGpu65a+hDgoKhlisoIKfN6TSUlNvZmYmZs2ahR49elRyqR5O+AgWZrMZrVq1wuOPPw6ZTIarV6+ipETH+34+6QsE7IxWIil/wU+v10Mqtd+hQyiUVfiAwUfjRwW/smEymSrEraSkpARSqRRisQwlJQ+WqffDDz9E8+bNK7QtOfqmWSzlJ/gVFRVZ+ww1BAJJlRdmbPGk8WN3q4BPe8oSjR/A9n8ff/yxS3Ov0WjE1KlTyy0Ez7Jly9C7d58yf5uRkXG8rjObZYiJicWFCxfcXmMyaWz+730xEtnlqWHDaxAKFT49y0Mp+Mnlaq5CV61it/D5L83SqhJ8BoNr164hNzcXtWrV4hr72bN/877fG2RVr1xeMYIfuzWb3M4HRCwu/3wdKfWDErv0SxGJqKm3LEyfPh0SiQT16tUrd6GHFfxkVsHvwdH4bdiwATNmzMCJEyfw448/VpgZ1NF/VSIpP8Fv+/btAAChMPo/FwLJUx8BhADwbL50hGj8xGK2H58zZ47L8EMbN27Ep59+yi2ECzSff/45Nm36E99++22Z0omIqM3Lx08uB+rX74pff/3VrV+jSKS28fHzbOo1mUwwGo3o338ZGCYUIlENFBUV8RaUH0rBT6kMRk5ODs6fP4/XXnsNABAdXc3LXZTywHYgcGf2JYseGjXajA4d8tGnzxsYPPgbAIEV/NTqitP4SSQyO1NAZQh+pO5kMtfhXCSS/44DdmUwa9YsAMCtW7dw+fLlcs2L9XuVQSwOrKnXVojxR/CzDY300ksvYcuWLYEolldI25ZK2bYtk5Wvxg8A9Pon/nOmXlKPcrlzHyGRqCASifzS+NlaPO7du+d03Y0bNwCgzPuwO3L69GnodDqEhoYBsI9/yRfbMUciUfAy9arVQFhYL6SlpWHw4MG4evWqU7picahN3bIaP3cuaHfv3oXFYoFUWsNqGq4HALh+/TqvZ3goBT+FIgRZWdk4ffo0AKBVq644evTvcht4s7KyKnzFZlXB9iNy14GQwKiFhVGwWKQoKfkMen0fAK47DV9IS0vDP/8crVBTL7u4w35Db6FQCqOxcjR+7ky9QqEaFoulSq3mfFBwFJbLuw7ZNiWFSCTD4cOHAias22pj/HmGmzdvokGDptzfvsZ985eKNPUSE5vJJAfw8Jh6BQIBgoN98012NPUCQLdu3ZyCFROBzBf/QW/cunULTZo0wWeffcZNYubPn+9zwHNbLZxE4nnHDntYU+7atWsxduxYF31EOPd/o5HV+I0ePdplSu+++y4AoKSkLgDAbGa3MeVr7n0oBT+lMhSXLl3EzZs3oVQqUaNGWwDApUuXyiW/nj17IjY2lmpOXGCr8Vu/fr3T+ZKSEty5cwcSiQRardZm4UEUgoKCyvzOPvvsMwBAcHBjLmjxlStXyvVdER8/e41fxQ8YpAOTy10v7pBI2I6Kz2bhFGDz5s1c0FXHd1kRkwmpVAatthYABEyzZjso+qPxKyoqgkYTxv1dUcGgSb9CtNlKZfkJfsXFxVAoFNBoBJBKpTCZTBXW11+9ejXgO7XYQoR9uVzmso/QaoN91viJxWJOAwsAqampiImJwerVq7ljpG8K5G4oFy+ycVPT09ORn5+HyMgoMAyDN954w6d0bOs7JKQtb42fRFIapy8/P9/JWqXRCLhrlUpWMA4ODnZZhs2bNyM8PAICQS2rRpsVQPl+ow+l4KfRJCMnJwcnTpxAeHgkpFI2hlx57ZxA9jOkWj9nbBu/q6j30dHReP311xEWFmG3dF4gECA8PLrMzr95eXlo2vQxlJSMAwCoVEH4/fff8eeff5YpXXdkZmbi/PnzUCpD7I4LheW3GtMdkyZNAlAaOsAZdhZJBT9+9OrVC48/zsZyI+9y8ODZdn+XF+fOnUdwcDRMJnYQC1RfY+uM7o/gV1xcDIlEwf1dUW2pojV+CgU78AoEbD4VsZBl+/btSEpKwquvvlpueZCAwwZDuMvzGo1/Gj+BgK2fp56azJ17+umnOUGTfC+BXNxByrl06VL8+++/ePzxl9C16/M4e/acT+mQNvT8879Cp+MffxYoFfwKCwvtvqcxY8Y4Xd2hw0AkJ7dymVJBQQG6dJnO/W02s+3v1q1bvEryUAp+EgnbiDMzM6FUqiESsTPSbt26lUt+NWrUAIBy9/Opith2kK5md2Q2GRIS4eQsGxQU5hQJ3VeKioogl5c61TZqxM46y0sz0bVrV5w8eRJGo77SF3ekpaUhKioaDFPLpTOyREIFP38hA5hUympNy/vdXrt2FbGxyZDJRAgKCvJJC+MJYlIC/BP8dLpiO7eGinIbcAzgXJ7hXIjgx37HbD4V8S0T//TyDLOTlZUFuVwOqVTpso9QKn1ra0Twk0hYwU4slkIuL20fJHwJaSeHDx/GlClTAqL5cxRQS0qyoNGwe+j6QmmooBjeCzvIwkGCQCDgnnHkyNXo2bMnZDLH6+UuvxeGYTh3odLxg51cTZ06ldczPJSCH8OwDS0zMxMKhRomE6t9Ka+PVaNhO//yWppelbE19Tr6c9iuuNJqI5zuVakCI/jJZCrub6OxGtRqdbkF+CamaY0m0u64UFjxgp9KpULbtiPcnmeYYAAVv4dweZKWloannnqq3H3NiMaC7BFb3u82Pz8fEgmrudVqg8scEzI7OxvXr1/HiRMnMGwYG2jcH6HNUeNXUVptR40f8VErL1OvXM4+I9l2qyIWeBALSVhYmJcr/SczMxOhoa61fYDvsT6J4Gc0tkTDhs2gVo9Gy5ZduPNE8CPtJDo6Hp999hm3RVpZcPwm0tPPQa1ugNTUVJ/i+Lraxo4PDFMq+AmFQk5gFwpVLq8Xi10LfqRuBIJSgZn4qPMlsEtmqggyGfsCMjMzERtbF2q1EMnJHVCzZlS55EfcPQLpqPpfgXQaKpXKSdgaNWoU93+tNgJqtf29CoUahYVl2+2ioKAQcnl1u7SVSueyBILdu3ejuLgYzz8/H0rlKNi6ARmNFS/4ZWVlQaUKg0zm+rxAwMaoun79Otq3b1+BJSs/vv/+e2zcuBEvvvgiYmNjyy0f0jnLZFq7v8sDhmGQn58PuVwLiQQIDg4rs4akf/8B2LuX3TtaJkuAVCr1S7Ok1+sRGlp5gp9MJgK7MFQAiaR8Qq0Q/0oS9ByoGMGP9FHl6eOXlZWFkJBwp76XIBKJeAfhB0qD5SsUGrRpw7pA1a+/Cvv2scoRoj3U60vQpcvTqFnzNwgEbV26AfmKrRWnUaPmSE7+BAyTCIANO/Tmm2/yfgbAtm3xQywuFfykUikn1MlkcgAGqNWArQxdVORZ8JPJ5G77bm88lBo/ohZl1dgqTg1bXjGmdDr2A71y5Qreeust/PHHH+WST1WE1LlSqfKoUdBonE29IlHZAwzn5uZAJlM5mC9U5WLePHPmDORyOYKDJ0EmUzuZASwWS4UFuTUajcjPz4dCEebWNCGTKRAeHv7A+6ZmZ2djxYoV+P33370OuEIh2+UFyhTqDtI5V4SpNysrCyaTCTKZFnI5EB2d6DJcBF8YhuGEPgCQSmOgUPi2MwBBr7fX+FW0qVcqFdl8Y+Uj+BEtVkWaek0mE5dHeQp+mZmZCAoKd9tHCIVC3oLfzz//jBUrVjjtDS6TlUqVrVq1wpUrV6ymTBnkckClKrsGG7D3f+vUaRckkjaQSFjLy+zZs3mnY7srjL+mXo1Gw31PxBXC0dQrlcpRUuL8vZBviNRPaVxF/pRJ8Lt69Sq2bt3KPUBVWbUqELBicnFxMWfmEwpF5Sb4kUFg4cKFmDt3Lp588sn/1H6OZaFU46dGcbH7QUGpdDb1CoXiMtXj/fv3cfr0aURHJ9sdVyjKR+On1+shl8td7u8oErGdX0XtIU3Mt8S/1R1KZfmZvQNFv379MXLkSPTt2xevvTbJ47Wkrypv8zX55snWS+UpCMycORMAIJGwGtqIiKQybUHpqJUTCGIgk8n9XtwhFssxZAgJP1ExGr/S+i5dPapWa5CSkuKThooPbBxQVvUjFFaMqbdUaJCgoKB8fHDv37+PtWvXQqVy30cIBELeffDzzz8PAIiJaejxuosXL0Kv13NBnlWqEGRnl13wu3mzVPCzWMhiHAGGDp3u0/vy19RL3AAA1veVCHC2JltbRCLXGj9v9/HBL1NvVlYWnnnmGezatQsCgQBXrlxBrVq18NJLLyEkJCQg9vjyxNaZNCSkulVFX36CnystTl5eHkJDQ8slv6oEqRuFwrPGT6HQOpkbxOKyafzI8v7Q0DYQ2kyBykvYsTUJOaLXl27RExTkbpVt4CC+kQpFOKRS99eVl9k7kBw5chjPPvsWbt487lXTRXyIyqpB2LdvHydcHD16lAvjQiBtWaFgX/bw4cMRGxuLTp06lSlfV+Tl5aFhw0eg0bQDAIhESbh9+zZ0Oh2USl/ijLE4ars1mnAoFAq/tHV6vR4ymQKxsTPQtesl6PX8Np0vKyQciFIZBDLPGjRoDpYseRF79uxBx44dA5YXCVHCmuoqxtRL4rVFRESVi8aPYRguhlxYWA23pl6xWASzmZ8gHRsbi+bNu6NBg6UerzMYDCgqKoRMJreGNwnD9ev/+FR+V6Sllfr1ajSlEwKTKR46nY57j94gcoJCIYLIB9nP1sdPry/mhHeFgpVH1GrAVgTJzfVs6lUo5JBInE7zwi+N3+uvvw6xWMzFwSM888wzFRaZvSzYSsqRkexy6fLU+JlMJowcOQdvv63DkCGsH0F+fj6uXr1a7ianiubKlSto1qwZOnXqzEvLUfoRqT0OLGKx8wDGvjP/BT/iByUQ2O/aUl4aP3arNtdOGSKR5y16Ag0R/Lxp/OTyB1vw0+v1MBgMCAtrBI0m3G176NevPzQaDRYvXgygbIJfbm4uOnfujJUrVwIAnnrqKS40DsBqY4iASbZeAoDOnTv7nacnioqKEBZWnfs7ODgJALvVoT8Qwe+pp17G8OGzIRAIIJP5Z+plNX6sqVcsliE9/a6XOwJD6eb2pfUfFDQc4eERmDVrFi+t3+HDh/Hjjz967cdKgxKXhnMpb1Mv+SZDQiJRWBh4wc82ELBS6d73XSDgZ+plGAb3799HdHRTl+ffeusS3nqLdSnJysrChQsXYLGwY0NQUDxu3rxZJosiyd8VZFEU377XX42frZ6tsLCQG/sFAo3rq90s7iC7mhDLJeH11zfhlVd+5lUSvwS/bdu24ZNPPnFyjk5KSuIK9SAjl5dWmEZT2+ovVn6Cn9FohFgsgUKhQK1agwGwkcmTkpLsBoz/AidPnsTJkyexf/8+XotZiPClUKhc+jMQpFKFk89EWTV+pVuWSRzSLh8fP1d79Jb+WI1f6YBVvpB3I5e79/GTy8tPCA4UpPOUy4PctgeGYbB58yZ07twLr7/+DRISaiEnJwc3btzwazAhu8UQ4blOnTp2548cOWJXv6+88oXPefgCu0Cp1E9VJmMFP3/NvaTtN2jwEmrVetearv+Cn0ym4PrYM2fOVEh4oNLg5La+tEIkJ3fD7t27sWvXLq9pDBo0CMOHD8d3333n8TqTyQShkISNqRhTL+k3IyNrlovGj7zrRo2aIS5ulEcfP4bxLvgVFhbCYDBAqXTtL6hU1oFczgqYZCFHXNwTkMsBrTYOOp2uTJM1vV5v963b5++f4Oerj59cHoLhw6fjuefewp07d3Du3DmEhoZCLmf9DF35+Ln65vbt2wcAUCji7K4PDu6JkJA+vJ7BL8GvqKjIpQkhOzvbrUbjQUJoY9cTiSKtx0QwmcpP4ycQEB8QdoB/7733APDfW6+qYCsk8PmQhg0bBoBdqOFJ4ycSudL4lU3wK+2c7dX75aXlIqZeVwiF7KyvPB21bcnKyoJAIIBQGOLxugdd40cEZYkkGEKhGAaD84CbmZkJg8GAxMQhCA5+GYmJjbFq1SokJCRgx44dPudJtpcifV39+vXtzqtUKvz2228AAIFAgWrVJmLcuK8BlI8ftGNIopKSCGi12jILfiJRaZruBiFPMAwDvV4PkYi1sDRqxK7SP3fOt4C5/pCTkwONRuMU5qJlyx+hVCpx7Ngxj/czDMMJ7940p7YaP+JTaDQasWrVqnLr37/+mm1PUVH1y0WQJhq/Xr1mQSBw73rC11JGhDmp1L2FQSgUQSQScc9DBEGplHWJKotfLnmemJjqGDjwFbtzEgmb/tGjR3ml5b+PnwC1an2AqKhWKC4uxvnz5xEVFePS5xtgNX4Gg8FJo3r37l00afIoRKJon/K3S9ufm9q1a4cff/yR24RcIBDAYrFg7ty5AfWdKC9UNmFz1GoVRCJ2Nmo0lp/GTyaTWG341aDVajmpPSTE88Bb1bDthPgIfnXq1EFGRgbi4hrj8OFdeOaZIZgy5U08+uijdtcplQonPxOJJDAaP41GAttvT6lUIz29Yn38TCZWiOjRowcmTpyIL74oXy3R/fv3ERISAo3Gc+elVGqRl1cx+6v6AxmUNZoYt+2BaEe02kio1UB4eCzXmfoTYokMYkTw0+v1ePTRNvjnH9bPz2KxcNpA8q4LCpTctQqFAoGkqKgQcXFqm3YlQO3a9XHq1Cm/0iNaVJUqmPP/FIsl+OGHH/Ddd99BxNOxifgiyeUK67ZStQEEdhsudxw9ehSJiXVdfGtCREfHuIz/uXz5cuzfvx8qlQrJyclc+V0tSMnNzUVBQQFq1KgBs9nM+fjp9azgl5OTg6FDhwIoH2GfbG8WFhaHwsJCWCwWO4VGWSn1P1O69e8DAJGIn6l3z5491t2WWnj0i5PJZNzkl4yZQmHgBL8XX/wOISHd7c4xTDMkJdXF77//jsGDB3tNqzQShcjn1bRAaZgsdgcnNSePqFSwC/GVn8/2EyUlJXZ9xp07dxAeHuPyvfANL+NXS5k7dy6+/vpr9OzZEwaDAVOnTkWjRo2wd+9efPLJJ/4kWWkIBGyFBsLHz10wYdYUwL4RkSgI06dn4tNPdejT57n/VHBcgBX8SMBqPtors9mMvn2HoU6dp/H4493wf//3G95++22n60Qi58GyrO+sVONn/xmUl5ZLr9dDInGt8bNd8bVo0aKA5+3I6dOnUbt2A6/XabURFTJQ+8v58+eh0WggldaCSCRx6eNXqsFie8r4+HbcOTI4+wLR+JG2RxYwPPkku2qxpKQEDAP07/8idw/xUeW7iTpfCgoKcOHCBYSF1bY73qhRB+zcudMvoYOY1MTi0knp0aP7AQCbNm3inU7pylMS3Jjfwofi4uIyB2b/448/0Lix64U0Wm2IS9/qt956C5s3b8aXX36JYcOGQSgUQigUuhT8HnnkEcTFsQO4bf9OvmPiDlAeEE3qhAlfcuGCAt1fkXfnqt+1ha+PX35+PtRqNUQizwsaZTKZzffK1iVph2UZK0n92GqxCQKBAElJzXgHdS8dc/wTtGWyBADAqVOnuMVfrhCLWanyypUr2LhxI3dcp9NBLvcgjfPAL41fo0aNcPnyZSxevBgajQaFhYUYMGAAxo0bh2rVqnlPoJKx1fgRbQ+7Osl/IeLEiRNo3rw5du7cabdyz2KxgGEYSKUSGwldAkACrTYUqan+zcofVAoLCxESEgqGYXDy5Emv1585cwYjRgxAVNSjGDLkd9Sq9T42b/4eALvVHYm9VF4aP7FYDI3GXtWuUJSfj583jR8AxMfHO51fvXo19Ho9ZxovKxkZGYiIiPU4mweA4ODIB1rwKyoqglqtgUYjcOvjR96lWq2GUgkUFJSt0yRO4tu3b0dhYaFV8JOjc+fZ+P33n1BSUgKj0QCpVMrVb1GRb5uo8yU7OxtGoxHVqjWwe5eJiV1w//4nOHv2LBo3bswrLbPZjJo1a6J58+YQiUTQaFScJnzWrL8wbVo7pKam8i5bqdZI4dOK1/bt2+Po0aN+a8rMZjOKi4sRHV3HZfvWaFzHhcvPz8fYsZ+hTp2XYbHoIRBI8MMPPVwKfqRfevbZZ/Hvv/+iWrVEuwDOtt8MwzBuzXn+wLYvI1QqDSSS0kk2mXAHAvLuVCq5V40fn3GzuLiYaweekEplNqZedsw0GsvuBkPet0rlWoOp0QQhPZ3flqq2Gj8/Fs0DCINMJkNJSQmUylJNvVptr/ErKGAFv0cffRRGo5H7HoqLixEW5rou+a4y9lnwMxqN6NGjB7766iu7fRyrErZuiAoF+0GWdXHHiRMnALAhQmwFP9LJSaViJ7WwRhOKs2fPoqioCCqV80ykKpKfnw+VSo2bN29g3759SE9P5/YqdsRsNqOoqAhabRhXN2FhNZCeng6z2Ww3QKhUIU71V9bFHUajERKJxCnd8lrQwM56tS7NAxZLqcYvNTUVZ86csRuwhw4dCpPJhL59+wYk3Iter0dwsNyrqUKjCUNmZiZOnz6NRx55pMz5BhoSsoQNkOpZ8FMq1dyCFVtIO+CL7QB0+vRp7NmzB4891gkKRanp1zYALcCazAB29h7IHUNshSvbdxkT8zhkMhl27NjBW/A7e/Ysbt26hVu3biE8PJzrGwGgevW2qFbNtYnUFXq9Hs899xyA0uDrZjO/Fa98fa085Q2wJmZX7VujCUZeXq7dsZKSEutArIVSKQfA3iiRyDzGHvz1118BALGxdSCXAwzDPqNtkH6dThfQ/p20P5VKy2n8Aj1RJRpRhULlsY/gu3MHu8jHe38jlUq555PLJdbvmr2pLDEg27RpAwBQq0NdlkGlCuK9sM525w5/TL0AkJzcDvv27YBSqebkEcflESTsnONEiWwR6CpvvnMln3WVEokEp0+f9vW2Bx6TyYBDhw75rd0ggoJjHCAyEBFTgC0GA9tpv/HGG37l+SCSk5OD4OBSB15iFnMFGQCISh8A1OpIWCwW/P3333bb9MhkzvtFlnXnDndxm+Ty8onjxzqcuzZ1ODqhO2pWyHM6OoszDIMVK1b4vOJNr9dDKvXea8lk7MDSpEkTn9KvKFizBytUCYVil9qk0m+TnSJLJPaD8J49e5zu8ZZnnTr1AAAdOnRATk4OsrPvQShke24iRNia9bVadqUtmSAGCiL4kZApBKlUgXr1GnKxKvlw+XKpxiMoyNn3OCgomPfguH37dvz1119o3747QkJaAOAX3LgsuxoVFBTg4sWLbuuEIJMpnUzuxB+ZbLFHkEplLhedBQcH2/3tGMD5yJEj3Llu3boFNHA1KatUqoFEwrZpX7RhV65cQVJSEv766y+31xw6dAhBQUFQKOI8psV35w42eL1331apVIYLFy5Y02aFaBK2JBB1qFIluDnuu+Dn6/64tpC+15PJVql0vXijuLgYUmnZ/IT9MlI///zzXpe4P8ioVEBUVBTUarU1QCRw9iz7oS5cuNCvNMmH5+iHQDo5ora2/QkE7AdDGvp/gaysLAQFheK779hn8uQ8TwQ/hULG1UlICLvKmszQCMHBQU71V1ZTL9H0OKbLhpYpwalTpwIanig7OxtabYhTfmo1nMzN7jo5222HAHZxw8iRIzF58mSfykJiCroqi/2vbGZRPgwcOJDbfcJXioqKOAd0qdT1hvH5+fkQCoXQahXWumYFv4SEmgDA27cHYDUry5cvt+6vWUrv3mOh0ZRqJtj6lXL1GB4ejdDQ0IDHdyNCjlqtcHp3KpXGpwmMrR9RUFCwizYa5DXuaHp6Ot577z307dsXADBmzG/QaoXW+0UQCAQeBb+JEyfyLq8j/fv3R/369W3MlM51wn7fzqFpzp49CwAIDg63u1Yqda3x02q1GDPmXW5BBVncoVazwopOp0OTJs0BAAcPHrTbJ7aslD6fklsceO/ePd594S+//IKrV696HMPT09MRFRXFvTt3P76LO4iWylt/I5PJuLpSqdjvR6sVQiKRlGm7v6ZNm+K55151m69GE4TMzEzcvHnTa1pE8FOrRTz6T9e/Awd2AAD0+gI7U6/tr3r1hujbd4hT/uxk13Vd8lUs+yX4mUwmLF26FI8++ijGjBmDyZMn2/2qAvPnn8OiRWe5v0mHTDR+vvoTkA7RUWPoSePXtet0AM6zx6pMdnY2NJoQqNWsr6cnjR/pUG01fkTDRJg27Su8/PJUlyvW2BA8gdf4EY1Q8+bNkZCQEDDtX15eHlSqYF7XOm+bxQqGjiulz58/D8D31al8NX5SafkLfuvWrcMHH3zgs6sFwzDYuXMnN/C40wCnp6cjMjKSa0MyWTAAtgMPDg72yRGfLG44c+YkPv/8cwDA4493QMOGz0IkYjUT2dnZMBgMTgt55HJ5wLcsI4MhCZliiy8uC3q9Hj/99BP3t1brrPFTq4OwYsUKj/W1ceNGfPTRRwCARo2aQCazd0vwtF9uSUkJUlNT0bRpC4hEIp99/IiJ2HFRiSOuNH5E21mtmv2E053gx/YdEm61JdH42WqTY2Nr4Ysv/uKuDxSl/aYMGk0CIiMj0bt3b0gkEl7fENl725P2+d69+7zGJW8L7Pbt24fnnnsO+/btc5osucI23BXxlwTK/u1405IpFGw77datm9e0AqHxI99tQYFnS82AAXO4/9v6+JVV4+fX4o6zZ8+ieXN2NmNrHgAQUCfW8kImg3X/wVKTJPkwly1bhhYtWmD06NFYt24d+vfvzytNoiZ2HIBJuq58/ORyDQYOHIZ79/47sfxYf0UNVColIiMjsXnzZrz00ksuryXCtlwu5epGpSoVNIYNG4fHHx/jNi+JpGx79brz8VMqWeGTCBS3b99G3bp1/c6HQBZ38PELse3kGIbhPnpHXx4yQfHFR+38+fO4du0aevb07nOjVgfOYdwbYrEYt2/fRvXq1b1fDHZQuXnzJmrVqufRx48V/KK5Z5XJ2ElJt26DsGfP7z65d9hqXEksU4FAYE2bFSxLtVYWu/qVyVxH4i8LttotZ19VJYqK+JmviAtBjx79sGVLChiGcUqva9cXsHv3Fly8eBFRUa53c7AV6gYOnOCUhifBLzMzEwzDIC6uNk6ePAaj0cgFROYDCTNTul2eaz8ohcJZ8DOZTJBIJFAq7SeYngQ/iUQMhUKBoqIiSCSkfxfj1VffxdKlH0GtDoJUyg6xgQzoXGopkUKhECAhoTa34Cg3NxdhYZ534yF9yIULF9xu65eRwYZ7kskAT0O6N43f/PnzkZKSAgBo27YjDx+/UsGP+Pix/y/bt+PJLw5ggzEDpUKxJ8iYI5f77+NHkEplkMkAkwku61ouT+D+TxQVxMrh2lecX75+afx2797t9scnIvqDiMlU+mES3wdHs5oniE+W4yBCPnjb2YstCoW6QiLZVxS2vk2tW7fGpk2bPM7wAXCbcQP2M+bevd/xmFcgfPxKA6+WEhdnP+sP1PshO7h4QyQS2Q02th2eoyaaaHR82Xi+e3c2jpW70DK2aLWuF+aUF2fOnOF9Ldkfd9w4dpsid+0hOzvbzu9UIBDg99+N6N//M2g0QT5tk0e0XVqtltP2uJvs7t//u93f7vzFyoInfzZfwhIR81rv3uMBAB06PO10TVJSVwCew2rY1r9S6bwISSqVwmAwYNq0aVizZo3dOZJuaGiUtSy9sWHDBnz77be8noFodIlQ507jJ5U6m3pJLD5HFAq1S+sPCeFCtFi2/Uip9k/K9fvlofEj/WaNGoncufHjx3u9v7CwEDKZDBaLxe2k5/79DF6LyLz5+Nn2nbbfoDtsBT/i40eOl1XjJ5O515KR98PnPRHBTyj0X+NXmpb3/KZP/woAW7affmKjBgQFRZYpX780frYQ/5hArlQrb1Sq0sCqBNsX/ssvvwDgv99ifn4+du7cCcC9xk8uF7tcfl1WrdWDRklJCeRy1nesdevW2LBhA06fPo0WLVo4XUvqV6ksDXtha1qsVs2z5kcmE3PL3P3RNNv6+NmiVgfZdWieBL+SkhLodDpegbhtA3m7QqVSYeDAF7BmzQ84deoUNm/ejJ49e9ppJxzLQv4uLuYnUJSUlHDfrNFY5DW8glodjcmTZ+Gnn8ontuCBAwfs/vYlXMj9+/dRt249REayC3+kUteLO4hjuf2zsl2fVuub4MdqbaVYufIMDIa/AQBPPPEkl/aXX/6BceP6AACqV4+3y7M8TL1EgAkOVjiFclCpVDh58iTu3LmDDz74AHPnznU7mJM6SExsii1bciGXa520DwpFCAQCgUcNqf1KfOdQICKRCL///jv272fjAh47dgy1a9fG66+/jscffxwA0LhxGwALsWPHDm5nlSFDnH2dHCGCH3G7CQrSuGzfKpUSWVlZ1nbBCm5Em+J4fXCw65h/JpMJUqkYaWnst2TbjxAtn1QqgVIp5q4PFKQNaTRsPzty5GeoWbMePvvsXfz6669YtWqVx/sLCwtRrVoMUlOvu2z7DMMgI+M+goKCrL7o7tMSiz2v6i0sLETr1u1w6NA+tG3b12t/Y7vzl0YjDqjGz1M4mTp12A0DHDcOcIWtj5+/G5X17t0ff/65Hi1bdoJaDeTmwm1dBwezY4vRaMQLL7wAgO23XD0L32HQL42fxWLBhx9+iKCgIMTHxyM+Ph7BwcG8N7+ubJRKZ6dI0mF9803pLJ1vJ/3HH3/AbDZj0KChToIfSVepdF5EoFaXPX7ggwa7M4EcKhVQsybrPE/80Bwhgp9abbu4o3RW5s1BNjIyGmaz2a9gqXv27MHcuXOh0xW5TNu2HXvy92zXrh1q167t9jyBYRgYDAaXi3zIb+/eQrz22hLIZDIsW7YMvXr1gk6ns9NOuNP4FRfzCwxMwk8AQN26TXg5IiuVioBrqgiOC5t88VW8f/8+wsMjbRzDJcjLy3MS/sgA79qpW+vT/sgGgwENGzZGTEw1SCQS7N+fi/79X+PSS0go3bf3zTeX2eVV1sHLFcXFxRAIBAgKcl6oU61aLHQ6Hb755ht8/fXXTho2W4gAEBamQUREEDQagVN6QUEi1KhRA++9955b/zuTyYSQkBAsXPgrHn20u1MamZmZnNAHAD179sS6devw/fffcy4hLVt2wz//WNClSw/uOk++wgQi+JE2FBqqcfnOH3mkDSwWC7d7Eil36QKN0l9wcIjLFfMmkwkymZibcA4ePNGuHQLspF6l4he70BdIv6nRSK3vORK9e48GALRq1crjvQzDYPfu3dyk2lXbNxgMKC4uhlqt5pQk7n5isec4fkVFRahfvwn27s1F167DvPY1RPCLiYlBeLiWO67VBmH+/Pk+WQRsn5l9HqXbfBMT66NVq9ZISkrymh55Xq3W/8UdH3ywFn/9lYn+/V+z27nD1bUKhXMbql+/hctry3Vxx7vvvovFixfjf//7H06cOIETJ07g448/xqJFi/D+++/7k2SlQ2ZkTZr05LQ3fAW/e/fuQaVSoV695m4Xd7gyKQKB2THEGxkZGXjqqad8GuD8xdbUK5VKIRAI3AatLTVZlPrx+KK5i41l90i9dOmSz+VcuXIlAH4m0ieffNKt8Hf06FFkZ2d7dUQn75iPqdd21hsSEmIX1ywvLw9NmzbFsmXLAJQKTnx3hCDvYsqUWWjTxvv2RGx5FNDpdOWy9ZSjhu/999/Htm3beN176tQpxMXV4v5OSmoGwHk3DhJg2RV8VqraYjAY7PzOZDKlXZslMccAQK22D91TVnOVLevWrcOFCxdstFbO303r1uzKWhJI3XGrtZs3b6Jly5b49ttvkZ+fD7lcbvctumL8+BnIyMhwu38tqwmT4vHHn+HldxoeHm7Xrlq1agOVitUstm//JHecT/smz0diDboLlREf3wwikcjuGVi3D2fTnVYbisLCQs4KZH+9GPv25eHwYT2io0sFBtLXi8Vi7v+B0PgJBAJ8/vnnLl1ktNpwNGvWwmvYJRIiKzY2AYBrwa90zPJuyvRm6i0qKoJSqYJKxS/2qETCtr/OnXvbHX/77SUwmUwYN24cr3RsycvLg9lshlbr2dQslzu7ALiC9OV8ty50hUAggEYTxmu8I2MGWYyzZMnayjH1/vDDD/j222+5JfsAu4VN9erVMXbsWG5V14OKTAYnx0giTatUIvz1133071+Xt6nXYDBAJpMhNDQMhYWFdoMDWTIvlzsv7gBYp9LyFvy+/PJLbNy4EX/99Reeeuqpcs2LHYhkVkdVAeRy95u7Hzp0CACgVLpe8ODNcTYykvUF8if2Inkv69addpnPBx98jvz8HHz77RfIy8tDRkaGx8j4rInbfYFJ+5LJnBeTOGIr+BkMBk5IFYlEuH79Ok6dOoV33nkHtWvX5vZj5Sv4ZWZmIjIyEiNGvMfregAID4+EyWRCdna2V8dxX3EVQ2/oUGfNuSuuXLmCZ54ZzdVns2ZPoEeP3k47xhDhyFW9R0RE4+DB3bzLS75t26Crtv2/RlOqsbYNgAwASqXKr72BXTFw4ECEh4fjzTffdPtsUVExAErN6Y5apxMnTuCff/6BVqtFp06doNFovLbNRx5h/V/v3r3rUtNNNGfu0unTpx927NgCvV6P0NBQ6/Z2pYJf+/bduXtr1arHHeczIBONX1ZWFiQSCTQa13Y4uVyCiIgIbkEEUOrj51jutm3ZMe7EiRN2EwpW4ydBSIhzn2Br6pXLyy74GY1GfPzxxwDYsXfKlCkAWEuJramR7AbhCdJXDhw4CmvW/Ix33nkHJ0+eRPv27dG2bVu7sopEIqf27Yg3Uy/ZnIDvIgjS9zm26UaNktGkSTPs27cPWVlZPvVDxCIUHh7psRzsYijvPrGlO3cEZm9kMvy7q2u5nBX8SKiZevWau30Ovs3Mr5JnZ2ejXr16Tsfr1atXZfeebdWq1KFfLBb7NDsng4FGw2oKbTUI8+fPB+B+cUdFaPyImUTmr0MCTxiGscYvK22VCoV7M+HVq1ehVqsRE2OvXh8/fgreemuW1/xUqiCIRKIyDabBwa5nToMGTcKLL36AJUtSAHjXDNrOnDdv3uy02TcZdPlo/EJD7YNVk6j/ISEhnJYiJycHXbp04czofCcpvq6UBICICNYsxGfFm6+4ipPoqm9xhLQ1x6CwyckdcPXqVfzf//0fjh07BsCzxq9atTikpaXx/gbZMC3u68/dggIA6NChN7Zt24bVq1fzyssdtv0L8V1yhVLJBiMmg71jGyEmTPKNepq4lKbpefssbwuYPvlkPV5/nbUKhYaGQa/X25Xr0Ue7cP9v0qQjvv+edb3hM7Ehgt/du3e9hiJRKlV2aboL7aTVhqJevfp2gpvFYoHFYnF5PVDa14tEYq4uymLqPX78OBfnsnXr1jZ7Kdu3Q5nMuw8p6SvDw2MRGxuLM2fO4L333kO7du24duKrxs/Tt8OGsNK6Pe+IRsNqBtVq53smTWIVSr64S+Tk5OCrr9jFEeHhnn3GQ0LCeO1MYzaby6Tt8xXSnkjZXC2a8hW/NH5NmjTB4sWLnYIdL168+IGN8G+Lq8Ud3377J3JyMrjjMpmM92BKHL7Dw1nBLycnB5GRkXYfhErlenGHVFq2lal8IB2cL07svjBs2DA0atQIr7/+OgBApZLZ1KNrvyaGYbB06VJ07doDQUH2H9GUKXN55ixEaGioXxu6R0ZGok+f/i7fiS1KJVs2b4Jf7969MWbMGIwaNQp9+/aFyWSyW3RCOn6Fwv3iDsJrr72HESNKwwiRmV5wcAiuXr3idL1areY9SXG3oMUTderUg0gkwuHDhwO6bdu5c+dcrpzn07GT53VcQNC//wv48MMpeOaZZwCUbmivULjeczQ8PAwmk4nTTEyZMgVvvfWW23AlZJJH0lKr7WfpCoWtqdf+3iFDxuCjj6bi2LFjThMDX7hyhW0DNWrU8OK0LrLzK3QUPogAYbFYfGgXrODnri8hYU48pRMSEgwACA+PwJUrl+zablRUmM29AjRuzJrvfRH8vv32W7Rt+4THMiiV9todd4s7AOftPEvDebi+nmj5pFIx1Oqya/zIhEsmkyEqKooLtO3Yb8pkMvz666/o2rUrXnzxRY9pVa8eidat2+HWrV/QvHkLHD9+DNnZ2YiIiLBZtSp0at+OiMXuTb16vR56vR5hYaG8+5vXXvsAHTv2RNOmbZ3uIRpcvuNyQUEBQkNZd4ugoCDUqePZFzsqKhp//WXvZsIwDH766ScMGTKEc10ggp8vfagnSNNyV9fET5SMcxERGriZc5Tflm0AMHfuXHz//fdo0KABXnrpJbz00kto0KABVqxYgU8//dSfJHnz5ZdfIiEhAXK5HK1atcLff/8dkHRVKg1iY0v9haRSqY8aPxmCgthGtmTJEty5c8dOm+F+dlj+Gj8yOy8vwe+nn37C22+/zXXOtoGB3Zl6c3JyYDab0bBh2SYKarV/4XDEYjEiI2O8XicQsJ+Iu86NaOOKi4sxevRo7Nu3j+vkbQcrMujy8Xvq2LEfLl8uFX727t0LAG5XDoeHh/Nuq+5C2HgiKCgE0dHRvBzsfWHJkiUAgE2bjqBdu/bo0oUNnspn+zkizDhq8kJDIxEZGel0rTuNH2mrer0eZ86cweeff44PPvjAbb6OPn6OeNIECIVCNG3a3KeVy674999/AQDVq1f3uhWW7R6xZMC0WCy4evUq/vnnHwCsEM031JBSyY527jR+fNpXz55DMXful+jVa4CTxi8oyN6EJ5OxMeb4mOBs+9hRozxvJKBS2Ye6cRfOhaRr20d789smx0UiEVenZRH8bty4AZlMxikThEIh2rVr73Qdsei89NJLbk3jFy5cQGxsLJRKNR55hF3BWqcO6ytNxgdfNH6e9uol37GrYODuCAoKQ7t2vTnNny1Ew8m3ryPhngAgObm11+sjItg+znYByYEDB/DCCy9g8eLF3LGK1viRNpSVlQWlUum2nfqUpj83tW/fHpcuXcKSJUu4vSAHDBiAsWPHIibG+2DqL7/99hsmT56Mr776Cq1atcKCBQvQvXt3XLp0yamz94QrHz/na3wz9cpkUiQmsjOKhQsXOmlDFQrXvl0V4eNHfFnKS/AjEF+K6OgozvdEoSjVOKxcuRLNmjVDo0aNOE1Pt259yxQE09Fkwxd2ha3Ua95SKSv4uXtHQqEQH388D0lJDTB4cE87oYE1c7ADr+3WfXyeVy6X4ejRqzh//gSGD2e1Q+HhES6vjYiIxL179+wCPbvDXdBqb0gkkoBtN7Zx40b8888/2LdvH3r16oMWLZKxZs1fAIAvv/wIX33lfdtE8m0qlc7+bY51kJeXB63Wtf+aSlUq+JF35Mnh2mAwQKnU2Pn4ueuHXeXXvHlLrF79CywWi8vdaPhA3ArIvrbNm7dw+z7VajWnKSDPN2bMK/j222+4a8iz82sXQqjVrmPbAd59/ABALg/G8OFj8fPPX0Gv19v1s5GRIQ5aD1aoZQPwei5cdHQ0rl69CgDo0cOzL7NjEGeyuMNVFiKR/Q5B5P8ymevnJD5ZQiG4cC5lMfX+/fffaN68BdLT78JsNiM/Px+JiXWd8i4qKp0A5+XlObkAMAyDOXPmoEWLRyGXs9tgAmz/AbgW/Dy1b8Czxo+YjsPDQ8sc6Bhgw34B/DV+thPIRx5p6rUMzzwzEu+++zpOnDiBxo0bAyitC9uNKojgF4hnYvNg/3VX12RVb15eHpRK14GbCXybmd+iY/Xq1St8Ecf8+fMxatQojBw5EgDw1Vdf4c8//8T333+Pt99+m3c6rky9jnhalOBIqalXjpAQ18v/tVp3pt7yFfyuXr3KaRjKe1Uv8WeMj4/hnpXUY0lJCV544QXExsbi1q1b2LNnD6RSKRo3rlcmlblS6RyFnw8GgwEKhdRr3iqVe1Pv5cuXUVBQgOrVq6FXrx6YPHkKUlLWcucPHDjAmfRKFw/xN7M2aJCIBg0ScerUFOzatd2txq9//0E4duwfzJ8/H2PGjPEY3oaPKc4VJPBuIHj//fdx+vRpAHAyyanV7Pu0WCxW4dx1L0cmEySWmS22i31at26NvLw8xMbGuHxmrbZU8CPCzJIlSzB//nyXPrFkkmdr6nXsrMeMeRXVqrnOr0ePnli4cB4uXbqE+vXru3w2wvnz57F48WJ8+eWXdsKoo/br+PFjbt+n7V7L5P0dPHgA3bp1x7RpM7Fy5fc4cYLsksGvbWo0Go+CH9901Go5zGaz3ffraL4kgx4fjRkxz0+cOMlr/mq1irepVywWw2Qq7aPJLicKhevrFQqyqpft9/mW3x35+fmIjIzE/fv3YLFYkJ+fj5AQ5zhu9++n290THR1td570CzExbNusXp09HxfHBmkn79RW8HPVvm2RSNz7+JEtDZs0aRgQs6hG47/g17lzFx5tIgihoaF2vszEn9ZROxxIUy9pGu7qmuz/TAJve8q3XHfuWL58uUsH5dWrV+OHH37wJ0mvGAwGHDt2DF26lDr/CoVCdOnShVsdyheBwPsvPDyc96IBYuoVCIBhw4YDgJPmUyKRuMynPE29e/bsQVJSEmeiK2+NH9nxJD4+gQskKZcrOF8PoDTg9927d1G9enUEBwfxeh/ufo6+OnwhJjtv6ROtjOM72rhxI0aMGAEAaNu2AwQCNm6h7SbfK1as4P5va+r19Rlnz56LgwdPOAkiw4ePxKlTFxEWFs7FJbNdqejI77//jmXLlkEsFvtchkAKfrYantjYOLt8iCZm0qRJbhctAKWCn1wudyqrLYcPHwbA+u+4ei6Sh16v5wYqkq6rdmXbbgDXdfX550swdep7Ls9FRLDCCZ9v8d1338XSpUudNo53LNfs2XPcvjfbOiRt8N69e2jXrj2Skx+DSqVCSUkJDAbW1MunLWg0GrflNxqNEIn4tS/iD2k7IXW8RiwWQSgU8mp7FosFjz3WGnPmzPeat2NMRSL4ue+jSwW3pUuXAgBq1Ih3eb2tKU4qLbuplyyYI6v6L126BI1G65SvrfnX1SSfCDETJkyGQAB069YTGzZswgsvsPETHTV+QqGQV//oTuOXlZWFiIiIMvfx5Ef6P76WuB9//JH7f5MmzXnnYdvWiLBsmycR/ALxTLZ9lrtzxD2ICH580vKGXxq/OXPmcHHEbImMjMTo0aMxfPhwf5L1SGZmJsxms5PTdVRUFGdudqSkpMTuhZGGfe7cMbtVX8HBwahZsyb0ej0XF41hLLhx4wb+/vtvNGvWDAAbL85RuxQfH2/tQBicOfM38vLYWUa1atW4bZAA4MqV08jOtl8V2ahRI0gkAhgMBidfxZiYGERFRSEnJ8fJJ0gul3PaAlcbbderVw8ZGRno0KEDAGDt2rWYMWMGrl27htTUVFSvXh0FBQWcWYQgFos5FfeZM2ecOqvatWtDo9EgLS3NpYCRkZGBt99+GxcvnoDRaMS1a9dgMJQgLS3NTkPw999/4/r162AYts4SEhIQEhKCe/fu2dUZwG6NlZiYCKPRiLNnzzrlqVQqUFhYiPPnzzv5+sXGxiIiIgLZ2dlOq0fZzlQEsdjosg7r168PuVyOzExWUD19+jTXIURHR9uFxUlPv47MzFswmUrs6uzu3bvcey2NNWiAWGzE7du3ncLQhIWFIS4uDjqdzik2IRsah53xTp48GZGRkXjssceg1+fh7l17wcCxLQUFBaFWrVpc+KXLly/jzJnSa5o0aQKhUIjLly87CRU1atRAeHg4BAIBbt++bZe2SqVCnTp1YLFYuLAytjRs2BBSqRT//vuv3UBk+/+aNWvYlSUz8y4sFgvXaf/555+IiLA3cdetW5drT7duXcOZM6UCseO1hIyMNJw/f4xbnHLu3DkYDAbcuHGFqzPH7SZ3797NuZCQPiI9PR21atXC6dN/49q1awgP/xsSicRrHxEaGoqMjAzcuMG+1xMnTkAgEECtViMpKQlms5nTghJIh3/x4kUUFxdz/RdZ3EFo1uwRuzoESvsIW1+kGzdu4ODBg8jKykJwsAZisRHFxUXIy8vD3bt3UFKix5kzfyMyMtJjH6FWq5GXl4fjx4879RFFRUUQi0W4dy/VqY8IDQ1FfHw8iouLcfHiRdy5w7Zb4rP41VdfQSw2cvEJbfPMyspC9erVXX43pI/Q6/WQSMQ4e/ao3flHHnkEIpEIV65c4fqI3Nwc5OXl4c6dO4iIiEBBQQFKSkrs6lGpVKJu3brW57nHtf309HTUq1cPjRvXgVhsxPXr1+1WWt++zWoEGcYEgyGPe4fkfqlUioYNGwJg+xXHSWVSUhLUajX3rBkZGZzr0f/93/8BAFq0aOr0zocNew5dunTCwIEDsWzZMieXB2LyZ5jS54yODkNq6gVIJBLk5OSgqKgIx48f557z9Gm2fbvrI9LT02AwGGA0GpGZmWm3WCszMxOPPPIIxGKjz30EwI6h0dHRyM3NxfXr17m0T506BbVajQYNGgBg41Q6PqvRaMThw4eRnJyMsWPH4vbtK7DqHBAREYHY2FgUFhY6fUsCgQA6nQ5GoxHnzp3DunXrAADr16/HH3/8gdatW3PjgGP9u5IjbHHXRxiNRhQUFEAkMiInJ4NTjhDIeysoKIDFYnHKl5UjJLh27ZrT+OkWxg9kMhlz/fp1p+PXr19n5HK5P0l6JS0tjQHAHDx40O74lClTmOTkZJf3zJgxgwHg9de+fXsmJSWFWbp0qcvzKSkpTEpKClO3bl2nc5MmTWLatGnDVK9e3elcUlKSx3x/+OEH5qWXXmKEQqHTuZEjRzIpKSnMlClTnM7VqlWLK5NYLHY6v3DhQqZHjx4u83zqqaeYxYsXuzwXFhbGpRsWFuZ0ftasWUxKSgozcOBAt8/Uv39/p2MCgYD5+uuv3d4zZcoUJiUlhRk5cqTTuZYtWzIpKSnMDz/84PLe5ORkpkmTJkzTpk2dzo0ePZpJSUlhJk2a5PLeCRMmMCkpKS7PLV26lElJSWFatGjhdG7w4MFe21TDhg1dvtc333yTSUlJYfr27et0rmfPnkxKSgozb948p3MKhYJ55plnGABMcHAwr3ZNfm3atGFSUlIYuVzu8vzq1auZlJQUpmHDhk7nxo0bx6SkpDBRUVEunzElJYVZvXq1y3S//fZbJiUlhWnTpo3TuUceeYRZuXIlM23aNJf3ajQaBoDLOpw3bx7zxhtvuLyvb9++zKhRo1ye02q1XPuOjo52eU3btm1dHo+Li2NWr17NCAQCl+e99REpKSnM6NGjnc41bdqUSUlJYX755Re37+/dd99lWrZs6fb8Cy+84HSM9BF16tRxec+oUaOYlJQUpmbNmk7nBg4cyKSkpDCzZs1yOhcWFsY0btyYadeuncs+okmTJkyDBg1c9hFdunRhUlJSmIULF3qsw1q1ajmda9asmdc+onHjxi7T/eWXX5iUlBSPfUSjRo2cztWtW9djuqSPaN++vcvzzz33HDN9+nSn49HR0dyzarVap/P/+9//3PYRAJjx48e77SPWr1/PAKXfj+1vyJAhDOC6jxaLxczzzz/PfPvtty7z9NRHCAQCZt26dcy4ceOczpFvzp8+4vnnn2dSUlJc9hE1atTg6lChULhswwCYzp07O53r27cvk5KSwvzvf/9zOicUCrnzrvqIGTNmMM8++6zLvrSscoS7PqJBgwZcu3GV7g8//MCkpKTY9RF5eXke5SkBw/gejj8uLg6LFy+2C+AMABs2bMC4ceOcJNZAwDpVK7FmzRr069ePOz58+HDk5uZiw4YNTve40vjVqFEDW7du9arx27BhAz7++GMc3L0bjzZvDgC4dOUKdA4akfi4OAweNgyhYWGYNm0aVq1ahQULFmDYsGF4++23uZndzp077fxtAFZS/+abbzB16lTs277d7lxMTAyiIiNZjZ+DtkquUKB+3boAgBOnTsFxDXe9unXxzsyZWGKNX3TkyBF89913+Prrr7Hu119xKy0Nr73xBt5/91306daNu08skaCxtbxnzp2DycFTtHZiIqvxu3OHm80zDIPHrJpFgPWPatGiBYxGI44cOYI//vgDRUVF+G7pUjS27td7ZM8ezJwzB2l37uCbb74pk8bv888/x+1bt7Bs0SIUOvgdxcbGIiI8nNX42ZjL9AYD2nftih9++AHPPvusR43fli1b0LdvX3y3dCkaNWiAA0eOYPLUqdx1CQkJ+O233wAAt27dwqBBgwAAgwcPxuHDh7Hmp58AALv378fb776LK1euID4+3i+N399//43x48dj2rRpdhrH/fv344033uD+PuIQFDkoKAi1atZEXN26XOT+I0eOcOf5aPyeeOIJhAQFYea0adw5lVqNOrVrs7N5B20VADRs0ICdzV+/bjeb79y7N1577TXMmDGDm80T9u7dywWoBVgftZ1//mmXbt06dfDF0qVY+OWX2LRpk905Mps/ceKE3fZVf/zxB6Kjo500funp6XjqqacwaeJELFi4ELt378ahQ4cwbdo0rPjmG1y5dg0f/e9/AICMmzcREReH2bNno0OHDjhy5AhatWrlk8bvzJkz6NGjB+Z+/DHaP/441BoNkhITWY2fzWpCC8OgXZcuMJlM+PmHH9D8kUeQn5+P46dP49UJE9CwYUOcO3cOALBv3z6nlcZE49emTRtu9W7/p57CgKeewrAXX8TOnTvRrl07vPPOO/juu+/QrFkzFBUWYtHixV41fjNmzIDFZMKs6dOd+oiP581DQUEBvvv+e68av2PHjmHs2LFo3LgxBAIBV05HjR95j8uWLUPXJ55AhkO6Wq0WibVqoftTT0EoEnHBjgmuNH7vv/8+MjIy8MeaNYgID8ewl1/G+YsX8e2333L3EY1fzx492IUR1lh6s+fOxXWr9lQulztp/M6cOYOXX34Zo0aNwpw5c1C9enWMGzMGzwwcCACQymRoaLXYnD57FmYHrWlS7dqsxi8tDRkZGXh25Eg8+uijnLbv8OHDqFevnss+omnTpmjevDkaNWiA1x12uTh17hxGjx2Ls2fPOn3ngwYOxJBnnsGMt9/G2pQUDB81CpMnT8aAAQM8avx27dqFd955B+nXr8PCMHYavzETJyK2Rg2sW7cuIBq/rKws9OrVC2NGjcKrL7+MBtZ4nydPnwbjYG5e8fPP2LF7NzZv3uwU7suTxu+5555Dty5dsOCTT3DuwgWMmTABao0Gly9fRrs2bbBo3jx8/uWX+G7FCieZoywav+vXr2PAgAHIzc11kp90Oh06duyIatHRCAkNxfLly+3OO2r8OnfubF3Q5j5+ol+m3meffRYTJ06ERqPBE088AYD1J3vttdd4babtD1KpFC1atMDOnTs5wc9isWDnzp0YP368y3tkMplLB+0WLVq4jPwtkUiQnJwMoDTocWJCAiRWn41GLpyxS0pKcOz4cUyaNAnJycm4ceMGFixYgOTkZE4VDQCPPfYYlEqly+eyWCxIdrM5dGREBCLdmK8AINkqTDkSZH3pGo0GycnJCAsLw9dff42goCCctTbKls2bu823uYd4jAlxcUiIiwPg7GgbFxeH5ORkTvUfExODG6mp2GOzL2byo49CrVYjMjKSq2+AFdRiY2Nd5mn7bmxRKpUwmUxoYBWEXREVGYkom1XfudYORqlUuk2XUKsWG+Knfr16SH70Uay3rqQkJCQkcPfHx8dzx2NiYmA0Grn6JXWekJAAsViMmjVrcnsZOxIUFOSyTKRT1Wq1ducbNmwInU6HvXv3Yvfu3W7fqa0vjqv0ySTFFWq1GtqgILdpuzsOAHUd9r80Go2Ijo6GRMLuoGBrnq1duzb+/fdf9OrVC+fPn8dHH33kMm29Xu9UD3blcTjevn17u4lX06ZNAYATBMjiiZCQEAwaNAjTpk1DQnw8DtoIyMR9pkGDBkhOTkZmZiaSk5PtQvQ0atTIbT3ExMRwu7/E1ahh91wSsdju7yP//MOZUY0GA+rVYfcAPmszMSU7Z8TGxiIhIcFlnrbzeqlMhmirq0xCQgIkEgmqV68Ok8kErUYDhUJhV2+hoaEu61elUiEzI8NlH1FYWIiw8HAkJCS4LRP55kh7NBgMiI+P5+rRXaxIg8GAqIgIhAUHOw1qAuvq+RdeeMFtm7DtjyMjI1Gs0yHGugBCIpEgJCTE5b0SqRRKhYJ7P6GhocjKyeHeZZ06deyub9asGTZs2IDXX38dYWFhUCqViIqKctmOW1jboStqxsejZnw8hEKhXV0qlUq3fQTACv0ajcYpv0PWrR/r16/vtKI8NCyMjWWpVHJtjfTltu3bsY8gAnpuXh7qJiWhmo0rllwuR2RkJHe/p362rof+m/QRRFha9s03+N/Mmdy43NKqmLFlzvz5qFWrFhITE5GYmOgyXVfvOzg4mF3hLhajaePGkMlkqF69OutnajIhzBoXUCqVun0eb2OKYx9BxkqJRIKYmBin9QFEQVCk06F2UpLbtOvVq8c7qopfgt+sWbOQmpqKzp07c46sFosFL7zwgtNsK5BMnjwZw4cPx6OPPork5GQsWLAARUVF3CrfQBIezu6ekHX3LiJdCGyEixcvQqfToU0bduePwYMHIz093Sm8jNcYUX7EovOE2ToTJz4KROjU5eYi27poRcowZc7X4KDdID6CBLIrwPhJk0oPFhaiWKfz6LzPFy7MiA/PYbAKfnx2sCA+UhadDigsdNIqknYC2K+gjI6OZoUKa7kOHzmCpKSkMsVgIsFIHWewKpUKb731FtLT07F9+3ZY8vNdhgrxJ94hQSKRwKDXl7m9MNyOG65X64aGhnLx/W7cuMEOLC7yLCoocDmRsuXQoUMYOXIkLl68aBfPzhaVSgWpVIrrVj8zrVbLla0wOxtF1rwjIiJgsvrYleUdkrT1BQUe61JqI6Tr8vO5aw06HUQikd1g5inMCRH8atSogbS0NORb205QUBB3b0lJCYwGAyQ8d/bhFka4KH9WVhaSHAQhT+kA7E5Q3lY4A+xCgklTp+Kb77+H+e5dro3bCrd8dh8haTE2/Z+uqMhtfyQSidj+1HqtxUscN4lEwgVZBtg+sLioyO9vh41DWfpuvPVbMpkMJS7ez6Q33wQAl32DXC5HSXExUFgIk1WjxydWHTeu5OQ45cfucuM9NiRflEolVq5ciWHDhqEgIwPBHr7D66mpaN3ae+w+RxzrjuxoExUVhVs3bwKFhTAbDBUax4/UYVFRkc+7LrnDrx5MKpXit99+w+zZs3Hy5EkoFAo0btzYTuNRHjzzzDPIyMjA9OnTkZ6ejqZNm2LLli1uo+yXBbsO2sNOAkTwsdVU2ZbnlVdewVdffeX2AxCJRGAYBhadzu+4Xi7LVVKCBg0acKugycCnKyxElnVbPUNxscdn40OJzcf++OOPI86qCSS4Cotj0elQXFyMMA+aTL5IpVJ2taIPz2Gwdmx8PiJuVW9JCaDXo7CgAG3atMHzzz+PsWPH2gkUtgNHaGgoioqKuPd6PyPDSTPgK2Qy4W6FIBFIjAUFTpru2/fu+RX2hiCVSmGw1kFZKLFZjesNuVwOg8Hg8tvQ6XRuhTnCY489htOnT+PmzZtwF5tPIBAgLCwM163uFBqNhqu7wvx8zqyl1+thsrbjsgh+YrEYQqEQep3OY12W2JjTdEVF3LUGvd6lWdcdRKtWs2ZN3Llzh5u4EG2VTCaD0WhESUkJlDzjU8hkMuj1evxz/Dhqx8Yi2Kp9y87Lw8lTp9DVxn3EE6TcJDCtN0wmE9asXw+ANZedu3YN6RkZeMVmFxRfBD+L2czVa2ZWFuLcaCjFYjFMNm3fbDL51FfL5XLoefS1FosFWw8dQuvGjbk6BchCtNLv2dvWm5zwYpNfgZfIBxKJBEaDAdDrYbLex+cZybhmdPF8/mwP6Y3q1dlt10oKC93WZ25+Pk6dOmW3tzJfpFKpXd0Rwc9isbBuY3o9zEZjpQh+ZrM5YNuulknSSEpKwuDBg9GjR4+Ab97ujvHjx+PGjRsoKSnhfGzKA9JgS7xERCSmTncNfPHixdDr9W4HHtKAAh3SxXGHASKU6PR6ZFvjGwUiPEeJNY0///wT+/fvdzovk8k4QZMrm9GInNxcr/tp8sGXMCNGoxH1unbFkIkTubJ5g3R+ZAAtKCqCWq3m3putsCcUCiEUCq37NmvAMAx0VmHB244PfKhfvz4WLlyIGTNmuDxPOgiDC8HwpIM/kK9IpVLuXZcFndXnls8ATd6Pq/dbxEPwA9g6cWfqIQQFBeHU6dNQKpUIDg7m0i3U6bj3p9frYbJ+o2UR/AQCAVQqFX7duBE6D4KA3sY32fY6g4vB1FM9kHYbFRWF/Px8FBYVQSKRcGlw2s3CQt7aGblcjmPHj6Nlz56YNGcOdzzdqk187LHHeKdDysjnXZrNZiis96zdvh2DX3oJE95+G7k2k0+fBD8bTWFmVpad9t4Wx5BbFovFp4FfoVCgmMeE6fSVK+g1dCiGWLe+JBQVFdkJxrw0fg4hTwq8TPrEYjHXvk3WNsPnGUmbcTUZJUHBAwkX0sXDuLzd6p7Rtm1bv9I32KRdrNdDoVBwkx0AMPv4/suKbR1Wisbv999/R1ZWFhe/DAA++ugjzJo1CyaTCZ06dcJvv/3mNtBsVYJrYF5MMkR75Emj56mRcIJffj5vUwsfDNag0gSJRAKJRAJdQQGnxTBYzZdlocRq/nInRCkUCm5BwYgRI7BixQrcvnkTx0+cQIeOHcuUN2A1QdqYYTyRlZ2NS5cv45I1CrsvGj+LVf1fWFgItVbLvTfH5yaxHw8cOAAAKMzIgJphYDAYoCmjoCsQCDBhwgS354lAUpKbC43Dgp8zF9iQDX369PFrd53IyEhcOH++zO2lyDoJIBonT3Ba99xcyB20Uf+mpiLch916PEEG1bZt23J1qFKp7DR+RqMRS3/+GUDZBD8AGDliBBYuWoTla9ZgXL9++PPIERjNZvSzuosA9pr0+/fvl5p6bTR+PXr0AOB5G0BiBmUDAN/Hh/Pm2QkRpP0W+Cj4EUQCAVc2YiJ056friG05PMWfJJjNZoSFheHO3bt432bzANtdFXzW+FnL7knwYwM4m7hrfdX4nTt3DufOncMCN77oBL1VG3v63DkuL6PRCJ1OZzem8tL4OZiWTda0HXeUIhCN363r1/Gy1STsi+BndGHKDrSpF7AZl23cH2y5m52Np19+GcHBwZz7lS/I5XLOLF9iNOLq1auQy+UwmUysMF1YWGkaPwBOQbn9xSeN3/z58+1W9Bw8eBDTp0/H+++/j//7v//DrVu3MGvWrIAUrLLhM7MAAKN1puOvJF5uGj8XmoHo6GjM++YbbkbjSjPkcz5ent+2IyYm8J+3bgXgfv9bX+BMvTwwOeTni48feT8ZWVkICwvjBn/HNEJCQhASEsL5+xVaZ4lGkyngZg9HSJlemj3bKa7VrkOH0LhxY6xbt85u30m+JCYm4uy5czhSRs1hoVWDxkfDQ75BvYPGz2Aw4O9//vFrRu8KorW1tR6o1Wps2bsXBw4d4jTTnyxaBIDffsue+GLhQsTGxuK+VQju8+KL6D9qlN01ts9802alu2072rx5s9OqZkeIwEAW0Ny7d89u9SSn8bNqAvlgK3jYDoC+akQjIiK4hXrvvfee1+vNZjMYhsHIkSOxevVqvPzyywCADJsVtT4Jftb+wGKxIMsXjR/DlMvAT75ZW5eMPOv3Ymsd4aPxMzj0iUZr+d0tPhKLxSjW6xHXoQOuW+PGOkahcAUn+LkYv8qjz/M2Lp+xRghYZP1WfSU2NhY3ratqV1ojbTRp0oTV+Fm1qBW9V69AIODyq1GjRkDS9EnwO3funJ0UvWbNGnTt2hXvvvsuBgwYgHnz5uH3338PSMEqG66BEd8FNz+D9cP0t4GTTtJMfH4C9HNlWpw+fTr+vX4dx0+eBMBqD8qaD/FF8qTxI5DB57Z1xXQgFgJxpl4XZcu4fx8b9+3jfgccwgn4pPGz5nHj5k3Ex8dzH6K7wZIT/PLz3b6PQFPPGt5g46ZNOHj6tF1d5OXno4WbFeB8IFr+P/fuLVN7IYsl+AwqZBAvcfg2bt29C4Zh8KiHlcS+QDRPtm1YrVZjy44dAOC0eCwQm6RrtVrkO/oP2zyj3tqvDB06FLfS0kq/awdNvqd9hQFg1apVmDx5Mtc2ADaUCYHU8f379/0SaHPz8riyEd8wvvUjEAiwfv16r+/ynXfeAcCaEw0GA0JDQzFo0CDMnj0bADsZI/BdMCYQCFjBT69HXk4OzGazd8HP+pwWs9knjd8nn3zCCm7W+/+9cQO3bd4pl65V2NfZtPdcq1uOreDHS+NHfBKtP6NVmHT3jiUSCXJsBGiAnxDNCX5uxqBy0/i5GS/N1jrs6Kc1KSkpCdf+/RcWnQ7/Wvv6AQMG2NWp2bqvc0VCnjtQ1lSfBL+CggI7X779+/ejc+fO3N8NGzbkHzn6AYevxs9gnemUVeNnCrDGz5VjbdeuXQGA81UwBkDjR+rHXWdk23kQx9z0jAzUrVs3YKt6bTV+Or0ePd96C1tOnsS0777DU6+8wv2Ibx/BJ8GPYVBYXIysrCwkJCTwFvwKAujj5w1bYSqnoAC/7t+PLKuJR1dczMuB3h0hISFo3Lgxcsq47R/R+PER/IhWsMBhcdA96wBVrVq1MpWFQNqhbRu21UYTQYksrgmE4BcUFIR8D2ZzovFLSkriNBAAq8n3ZTCNiYnBvHnzuFW8/fr1w4cffsidJwIXu+sFv3SJz6VMJkOuTXsIhA+kK0ZZtaEbN260+47IIDjFGmcR4N8muFW9ALKt74GsmneEM/Va8dXHS6lUcgvcLBYLEnv1QmKfPk7XkTZn258R3zxb1whv78mVjx/RyHkS/Bzbo7dJhW16rsaS8ljc4W1cJppZfwWz2rVro6SkBAs2bsTdzEyuPdlu8VfRPn5AaR8VKEHapy+0evXquHDhAuLi4lBYWIhTp07Z7W/Jd3VWVcBuZuHJx8/6YZbZ1FtQAASwMRkMBkgdhDHHBTi+hOfYdekSvli3Diarg/Ws555D/WrVOF8kPqZeEnfsXkYGL1MfHziNn7UcV+/cwZYdO9g9Q8Vi9O7dG8uXL8emTZvsfFM9ldkW7v3o9fh41SoAbLw+EufRXRqkoy7MywMKC8vF0dkTz0+diry8PLRr3Rp7//c/6AIQPickJATZubll8vPLtwptfAQ/4ouYlp6ORjYz3UKrsMHHT5APrjR+tu02JCQETz/9NBdAN1AavzxHPyWb/+sKCyESiZCQkICsrCwYcnMhFYudNH58IXXlOGAFBQVxggLf9hlqE8ss19q+AQRk1bMrSHq2W56Rf/v164eUlBTu2gEDBvBKkzP1FhbCYJ0cuatXRx8/i9kMoQ/PqFAoUFJSAkt+PoqJm42LEFQWG+3vyLlzsXzsWBRby2b77XoTyDjBz9bHz2qZ8RRWzNX+vt7gIglYQ8HYUh59HmcFcBMeh2id/RXMiFXkjVmzMLBPH07TalunlaHxI20zUPXpk8Zv8ODBmDRpElauXIlRo0YhOjrabgXXP//84zEQY1XCSfBz8zNaOzt/XwgnWHjIw59fsV7vpIVTqVR2xwp9SG/F1q3YuGULZGo1jp46hbGLFrGdplXw9abxCw4O5rQO6ffvB1TwM5LFHYWFuG8NdimXSHD33j3Ex8cjIiLCpRnHF41fbl4e5nz5JQBWs006X6+mXuviIFc+l+UJ6cRPnDkDFBaWWeMHsAN+Dhno/fhZ8vMxaf58hISE8ArBFBMTw+4RfO+eXTpE8OMjPPLBlcaPaKeJsGfr2xwIwcZVLLwDFy5wz3gvMxNRUVGcVisvO5ttR2UU/Fz5EpNvlG8f9vzzz6NBgwbo16+fXXsoL8HPsVy27+nTTz/l/v/999/zfgZbwc9iLbe7wVyj0bDaMOvP7KOpl7Sv4rw8FNmaUx2/D6vQUrNmTfy4ejXMeXnQW9sdX99FwGYFvu04xcPUe9Nm1w2++dmZeh2epzysHCqVCgKBAJetMfUcf2arptPfNhgVFYWvvvoKQqEQJqORS0cul0On06HV5Mn4btUqp/3QyxtSjkoR/KZPn46WLVti4sSJOHnyJH766Se7j2XVqlV48sknA1KwyoasxtV7M/VaVdxlFvz8uts9eQUFTuFSBAIB5s6di9GjRyMmJgb/+/ZbpDkEJHZHflERevXqhXXr1mHQoEG4axWw+Jp6IyIiuMEn/d69gAl+MpmMjfVmNZPMtm6fplGpkH7vHqeqd1U+XwS/YVZz3z///IOQkBDOHOPuvXNmSmtnXhGmXgB22xkCpdqB4gAIfkql0mMIEm9k6fW4npqKsWPH8jIjSaVSNnCqdaU0odDauQda8LMd7JYvX45JkyZhoHWbLVsC0fmS8Bm2gtiu8+e5/6fn5CA6Opr7hnNJO/LTYZ58e64WVPkq+MXExODcuXOoV68etwsOUH6mXsdy2T6/7Y4WSQ47xHjCdnGH2WrydSfMhYaG2vm/+RPOBQCKjUYUeRhPyHKsiRMnwmKxIF2nQ7HVrO6Ltl4mkzmFXjJan9XdO3bcws1xAwJ3eDP1Blrjp1Kp0LhxY1yzWlwcKaupF2Dbr8VigcFk4toy+X7+tcb7rEjrjW1+gfq2fEpFoVDgxx9/dHt+9+7dZS7Qg4RarUaRl0CrBoOBC8rqD+RFmoqLAR9mdd7Izc93GSdvotXPbcuWLejZsycOXL2KdvHxqOZFKCgoKkKkVQuiUqlw6fJl/H72LNdpuhP8iHmZxLYD2A4hUIKfbWBqtVSKK9ZVXWazGRkZGZzg52qw9MXUCwCzZ8/mtvoigp8n85BcLmf90/T6CjP1rlq1CgMGDMDmzZvRvn177Nu3D+aiooCYerldZvwU/kgQ2U6dOvG+JzY2Ft+uXYuZNvtBF1gj2AdKkLYNZmybr60bi62AEYjOl5gPbVek6oqLkZ+fjyKTCal37iA2Npb7hjPz8pCkVPqtuSXfSSA0foTIyEhkZ2ejuKAACokEJquwUZGCn21evuTLCX56PcxezIMhISHIzs4GU1zMLQrxpb8n7+ub/fuRbl2sAcDpOyKLO8jKzcThwzFr7FgAvmn87BZ3WDFa/+/uHTsGd4/gGVyfE/zIAjsrZrMZFoulXPo8El7FVT9Edqwqq+AHsDH8VFaNO3FvaNSoEdavX+/kQ1neVKqp1xX/+9//7Dao/i+h1WqR7+BY7kiuTlcmX6Py0vjl5uVxplVXkA2jn3nvPcQMG+YU/sOR/MJC7jmJpqXvW295XdxC9nbs2rUrlEol12F62kDaF8iARmbS5IO8YV1kROIe+Sv4kfLGxMTg3Xff5d6XN40fwA4YudYOVe+nic5XRCIR12lHRkbCYrFgw9WrMJlMZV4FKxKJ3O4awodCa535oqmLiYlhV7/akKfTBaz92JbH0/uZYxOoOGCCn9mMdBtNS5Fej6bvvIOYYcOwdfdu1K1bFzVq1IBUKsXjEyZgyA8/YO/Ro35NmogA+eKLLzqd81fwe/TRR2GxWDDbOuEn4ZIqUvDzdJ0nuFW9KNX4uRMWQkNDYTQaUWRt+74695NtLKd98QUWelCckIDSLVu2xK+//oqSkhLst2qBFQoFb4HflcbP27tx1PhNmzaNV14ikQgCgcApnIvR+izl0efZBpt2xNu75ANpR/qSEq6+bBf+BAcHl8tuYXzKVCmLO1zx8ccf4+mnnw7ILgwPGhqNBgXEf8ANl27e9MnE4Agn+BUVAQF6qSaLBTk5OW5XqQHOg29xQQGUHmaxBUVF3GBre2+JFx+/oKAgnD17FnXr1oVAIIBarUZ+fj7vGaU3bMOmRFn3gQWAf2/eBACPGj9fdu5wnHGTlY2ePsTIyEjcz87Grfv3kZmZyWs/0kBAnovU8fbTp1G9enW0bNmyTOmWdV/pAh9CuRA6duyIHTt22OX5z6VLAYtnBQDdunXDzz//bBfyxBGNRoNatWrh33//DajGL90ay69atWq4nZGB66mp6NGjBzp37owhQ4YgNDQUR48exffff48ff/wROTk5eMIPwU8qlbqd3JH24uug0qRJE0RFReHwuXNAmzY+h3Phi+O350nLzhfbvXrNXnz8iJ9lTm4u1AqFzxq/mJgYbNu2DaGhoVi8eDFWrFjBnnBc3GHtu4RCIZ555hmMHz8eJ62Cn0wmQ1paGq/Yp8T9xTZ9svqaj8ZPr9dDKBR6jRFJkEgk7HaONvnxmRj7i1gshslN0H6TtQ4DofGzFfyIz29ycrLf6ZaFQAt+Zdb4edMUVWW0Wi3no2ULwzA4cP8+DBYL9p44UaYFLbYav+8vXkRhGUOsXMjPx0t//gmTyeRRIHWcPeZ6yTe/oIDT+NlqHEp4hLNp2LChk6+Eu5hZvsJp/KzlJ4If2UHDk48fn87B3Q4dfDq2qKgo3M7MxB1rp1qWCYIvkDIRwW+LNQgxH786T3iaafOBaPx80ZArFAro9Xqun2EYBuu3bvWozfaV5ORkXLhwwatg/vbbb6NBgwYeJ1R84TR+1sGrVq1aOHbuHADWivLmm29yO2A88sgjWLBgAbfvdqB8Gwn+avwEAgG6d+/OBQs2efEj8xfHdusYy6xmzZo+52u7ZRsfjR8AZFsne/4E8O3atStatGiB+fPnY8yYMQCc/S3JSEqEynr16uHmrVvcgobg4GBebc82nMuVggJ8fuoUBs+cCcB9HRHBhtzvCxEREbjnEObJYH228tL4md0IwOR4oAQ/Ul+xsbG4fv06FzuyonngBL//MqGhobibleUUJHLB8eNoO2UKHv30U1xPTXUbDZ0PpIHeysnBS3PmYNKmTWUKkLvq1Cn8unEjOnXq5NG059iZ5hQWeky3oKCA0/jZdhIlVhMmX6GCPG+gtp7hNH5FRWCKi2E0GrmOq3bt2pyTsqsOiE+ZSSfsTvDz1LElJydj9+HDyLcKfoE0T3qCdFzt27cHAKTeuBEQYcExkK2vP+Lj50tZyAbpZBP4PGsaL7zwQpmfx1dGjRqFc+fOBST+JNGeZhcWQqVSITg4mFtV6W6CQCaYgfKPJQRZ26U/gwq3glSvLzcfP0ccn/+HH37A008/zQmAfOC2bLMJnOxpcQcAZFmDsVsYxm+f7pCQELRu3RoAWE2jiwDOJO23334bL774Ir766iuf8pDJZDAajcgqKED/xYsxef587py7dzNv3jx/HgcAu6vPtTt37ANGe/EpLAtceB1XAZyt/bK/7wcoLXOxXm9XXwkJCRW+qINQqat6O3fujHXr1tkdO3/+POLj4wGwWpZatWoFpGAPAsnJyfj79Gmn45Ot+x2eOX8eiYmJHvdP9QZ5ofnWj/67tWu52ZI/ZBcVoV69eti5c6dP5vdcD6vNLAyDQhsfP9utsgxms0+zunzrzDBQ2i9bjR+pN2KG/eKLLzhB09+ZpzvBb+DAgYiOjkYHm0UHjtSoUQOFhYXIs86+K1rws11QEwjBr8waP+t78aUsRMjSW9/tqD/+AMAONlUZUpclJhPkcjlefvlljBo1Cj///LNbXy6ypZwvAg4fRls1UP64X9huD2ayas7KU/Dr2rWr0x6s7dq1w2+//eaTQG6n8bMec6clIu+j2GpV8NXU6wi3oM/huMVhdXHv3r3x3Xff4fnnn/cp/bi4OADAZ8eOIScvD927d+fOufv2kpKS/N7tIjg4GEWOAaMr0cevrO3PdnFHeU9i+FKpPn67d+/Gnj178O677+KDDz4AYL93nNlsxg3rcuf/AnXq1EFWVhby8/KgtXYKJQ6m7R49epRJA0A6m1wb59ovT59Gi8hItFGrIfaxg8nJz+dtiqpduzauXr3K5u8hgHShddAlgotcLseCBQswbdo0lLiIF+iJDz/8ELt370aTJk143+MJIvgVFhaixPoehg4dip9//tlOKPNlVZwt5P08++yzdscTEhK4IM7uUCgUYBgGmQEOOOyN8ePH49ChQ2jatCmUSiUKCgoCoiXiNH5++vgVFhVBJpP51HlxoTAKC6EVi7Fm82YAqDB/yfKCaC1KSkogk8nQr18/p1A8jvTp0wf5+fkBb0eDBg3C9evXuQm8L9jGjAuEf5U3/vzzz4AMfrZx/Lyt6iXHLdbnLOterZzgV1ho1+cSjV9ZXTK6/j975x0dRfX28e/2vumFUEIKoQtKUwQBAWmKCih2KaKCir0riCh2Xzs2xPZTEdHYUEApShMQgvRek5BeN9t33j9m72R2d7aXtPs5J4dldnbmzsyde5/71NGj0aNHD1TV1aHBaOQWSVqt1qcgtnLlSja3a5DI5XLUVlW5jAsWZ1+IhoZMIpGw/qQCbbVbrWH3P87USwW/RhYvXoyHHnoI//33H7788suImx2aE2Ry2VxWhrHOldJZN1+4cP19SCet4Ql+DyxeDABYes89mBakL1xZTQ0SA8zBNG/ePM5kVl1XB3jp5LVOwY8/4SgUCphMJpgtlqAEv3vuuScsDak7ZAVrMBhgdq7Mp0yZgi+//NJlP/eqJYFCIllDWeEToWVvURGSk5NjNohkZWVh8+bNLm2ImMaPV8EgWOoaGoJuBxHYjfX1gFQKmUyGN954I2LBQU0FX/ALZlESrcUDP11NMPADCaxmM8RicVjaMG9s3LjRZyqxYOGiegMQ/Liyjc4Ahohp/AwGgHccfnBHuKSlpaHWYIDBYOAEP39CnVKpDGmBLJfLWa1vDIM7TF4WoDaLpVUKfsSnucl8/K688kps3boV+/btw4UXXojjx49HpCHNkT59+qB9+/bYwKs/fMg5SHTr1g0ZGRmc+SVUSCd921kQXqfT4aGHHkJOTg7+DPLeHrDZsGbjRi59gD9uvvlmOBwOtvSSj7xEVU61Ot+pWqFQwOFwoCFGiYm9oVAoIBaLUW+1ot5HTsFwXmCSsiBYyCD6z5EjYfeTUCFmqmZh6jWbgxZcSHDODufCKNxJt7kgkUhgs9thstmCdqZvTnCTPoAGmy1qJTsHDhyI8ePHR+x4/Fq9/oI7SH8j+0VM4+e23T24Ixz0ej0q6upgtVojEozkC7lczhUyIJh530Uan6beCNTRJcIVydHbHLj77rtx1VVXRawyWkhX1b17d2zfvh3XX389BgwYgGXLlnERZ60JkUiEHt2743BJCeD0m9hZWor4+Hjs378/bJU80DgInDx5EhcPHox169dDJpOhqqoK33//Pap690ZCgOf53imgkqixQCDRYlU+ElWTaDa+4EeEmlqn+a6pICliDCYTfi8pAeA963yXLl1w5MiRmLWNaNuKy8rQ/bzzYnZeoTZEPLgjBGoaGqALsh29evWCWq3G2dpawLnYaA2CH6fx4wUjtUS4nHEmEwxmc4uxAPETODv8BARwpl5nQEHENH5mM8Ab2x1O4SlSgt8J51hHhHH3WuWRghP+eeNCnVNIjoZfMyf4CSVwjkAd3VCTgkeTYcOGccF6kSDkHhYXF4dff/0Vs2bNwvjx412y3LcmkpKTXfzv/isuRt++fSMi9AGNg0rv3r2xcdMmbrVx5ZVXoqqqCk8ePhzwsYw2GzIzMzktSaDo9XrUuSX85PObU6DkrxzJZFUZgYoQ4aLRaFBvsaDEmUybFNp25/DhwzFNP0Tuy7mSkibLc0km4oiaekOkrK4OqSEkPtXpdKi3WsEwDJgwIiqbEy7BHS1Y8JPL5VwwVb3F0vIEP/gP7uBMvc7/h6tV8hrc4fw3EnOLSqXCf84cgHFxcWAYBkuXLg37uEIIJYwmhfyiKvgJYGeYiAp+TRXFG22CEmfdO6RIJMKLL76Ivn374rbbbsPatWsj2rjmQHx8PA7t3cv5E1TW1SE1gsljSSd1FwyuuOIKjBgxAkfOnQN46VN8Eay/HUGv17MpR9x8Js5bswaJej227t4NwNPUCwAHz5xBVoTUz6Gi1WphMBpR3dCAvLw8v/u//fbbOHnyZNTbRVbadru9yQS/nJwc/PXXX5HV+AXg48cwDN5paIAEwByNBmViMb5dvRqXXXZZ0OfVarWoN5ngcJ631Qh+Nhv7zkawVGOs4XLG1dfDYDJBEyVTb6RxCe5wLmb8mnrNZoBhIqfxa2gAeAtRf5rHYCAm1pSUlKBKJIZ6LncfvxrnvYxkvk2CL1/jSGj8+MJec9H4RZqgepg3bcl1112HjRs3Ys+ePRFpVHMiPj4e+48cASncZjCZIrqqJZ1UyDfmwgsvxK5Dh+BdF+eKxW6HPIQVSlxcHGoF1OZ7Dh7Ehm3bYLPZ8M8//7i8BETw23/0aJOn1iAavzqzOaCB5u6778arr74a9Xb17t0bN914Izp27IgLL7ww6ucTggz67rU4QyEYH78isRhzP/kEd33yCYpFInzmLOvITy0RKFrn8yUakVYj+NntMFmtUDShj2y48LXAhpam8QswnQtn6nX+P1KCn3sCrUj6+BHhpVevXlHXWvH9PAm1ziCLaPh8SiQSrwmcbQ5H2MJaWlqaS+Lm1kjQ6Vy8OYr27dsX//77L3799deINKy5kJWVBbPZDPXbb+N/t90WccGPvORCx7zooovwwgsvoNxqRUYAE26o/kJ6vR4bd+3C8k6dcI3A94cPH/bIz0jOY7PZml7wU6thMJthEYmaNNDEHYlEgi/cootjzQ033IAjR47g5ptvDvtYXMm2AHz8KniT6BmLBUcqK9GvXz888MADQZ9Xq9Wi0mDwm2i3JUEEpjqjEbogXTOaE3y/T4PZDE2Eq4pECy6q12QKOLjDYbMBDkfYwR1EGHrn9Gm8xYtOd8/jFw5kHIyFG051dTVOnDqFWosFdgBTCgpwQVYW9Hp9xFyi+Pj08Qvz2QBscYGDBw9Cq9V69Rdv6QTVw4YNG+ZTmk5KSmqSjPrRZNasWZzUf7S2FgajMaKCHymtI/SCkpfXTsywfv5CFfyuvvpqiEQiXPvRR7izqAhvu5l9hfJ78cP+L7744qDPGUm0Wi0r+FmtzUrwaw6IxWIsWLAgIonVSWobob5XbDZjq80G+aefQvHZZ3iO55taaDKhxmgM2ezTJS8Pf+/d26pMvfHx8aitrcWBU6dCTjXUHJBKpWAYBg5i6m1BGj9Sq5eYWP2aep3mzHAqdwCNKXnezs93eYciubAhGqtYCH6kssjfZjN+NRqx9p9/8P4vv0TFzAuwfa7BaBQch4xBpkfyRnZ2dqsV+gBass0vIpEIW7duBcDWpTU0NER0cEtzOrvPmDHD4zvOFyTAVVOwVTQIt956K1atWoWJEyfil4ICzP3f/2AH69P34osvCg6IfAHzvCaKWCUQU6+5hafGaO5wGj83jms06PDll7ho6VJYrVZkZmZiOc/ft9JuR43JFPJEcP7556O8shIO53sQzQTBsWLEiBFwOBw4U1jYogU/rta4SIT6lhjVi0ZTr9+o3gilc/GW0iiSwR1E8ItWeh0+bzkrWclFImic97C+vp4rBRhpLBYLDh49inqB51VhMiG5Bb9PsYIKfgHQvn179OrZE3UWS8QFP51OB4ZhBB1wuUGVhMr7+QsnNUTXrl3x448/4pVXXgHAmo3tdrtXDS//PNFQ5wcDp/Gz2ajGL4pwGj+3fvedwQCHw4F3330XBQUFWLBgAQb0749nnnkG8fHxqDCbw9L46fV6Nll4BJ3fm5qMjAzuc6sQ/MxmbNi+PSLalljAT+fiL7iDjG9cbd8wffxcBD9+rV7noqqlmXpJVaM6qxVSXtR/tEpUXnLJJQCAWoG64eX19UhpxZq6SNHyR9AYodPpUGezwWAwxGQVBQSv8TPbbGFHCBKBzuSc5L0Nhs1Js6bRalFvNrf4nGjNHblcDrvdDne36j3l5Rhy8cWYM2cO+vTpg+uvvx7btm/H/PnzkZSUhAqLBTX19SELfmSiJJGCrUHwU6vV3KTckquQkPFhk/NaopUyJNIEk85FJBKxPoHO/zvCTOfiLcI+GsEdsRD8yPtZxzBcECQAxEUpkwExwQollqo0GFyyT1CEaZ2xylFAq9WivKEBDMPEzJxBBhdvdQn5VCgU+GXjRkyZMiWsc5IVu8lk8qnxa04re6LxE8vlVOMXRcgzNzc0QMWLqqs3maD3ItRp1Go0WCyojYDgV92KNH4AW+f88OHDrULwk/nIA9oc4adz2eTM0+qrX0kkEs7Hz263h9UHxWIxLrroIhSdPesyrjucwlokLChkHIyWn537uRQKBarNZjh49yWaPn4AYDWZAF6OXQAwWSwxU8y0ZFrHCBoDdHo9SmrYtJSxEvxIB7cHMBD852zT2LFjwzonJ/j50fglB1lDOJpoNBrUG40h5zGkBAbXN9wmvTqz2asWQy6Xw+JwoKa2NuSJgBy71vketBbBj59rraXCLU6d/3/22WebrjFBwEX1Avjq77+5bd7gp38JN7gDYNMsnTpzBmd5QoqDYSLmNkOCBnNzcyNyPH9kZWXhuNGIL0+c4LZFaxHuLQE2ADY9Ep0D/EI1fgGi1WpRUlEBIPaCXyAaP7NTKxJKnjQ+3ORusfjU+JHtTVWDlo9Go4HBaIRWq6UavyjC1wbzUynUm0zI9CH4GS0W1NXVhezzQ8xVDa1M40cK2bfk6EEyDpDKDRMnTmzK5gQMPxm5WCzG66+/7nN/sVjMpnNxavzCDTAaOnQoAOBnsRiznWO7Q6uNWN8+deoUAMQs1VZ2djaOV1Vh7fbt3DahQLBIQMzYNmficD6mCEX1tnao4BcgWq0WJaWlAGIn+HGO08Sh3gdm5+o13NUO+X2D83i+BrjCwkKvEWqxRK/Xo7auDnX19fSljyKc4OdWl7PeaPTaD+RyOSqNrOdP2IJfBJ3fmwNE8GsNGj+z89m0lEoHMpmM9Vc1GtEQQMAelzQ4AsEdALtAV6vVsPDy0TFhmpD5kOuJleCn1WpxyKnte/jhh/HKK69ErS9wpl63cQhgFyB0DvBPy3hLmwE6nY5Tn8dc4xeA+t/k3CfcTk9+b3AO6L5eXn5kYlMyZcoU1DtX4tddd11TN6fVwncD4FPv1LYKIZfLYXCuykNdlHB9spWZeqdMmYKXX365yWtdhwMn+DmfTUsR/Eg7DXI5GIbx6xfmUukjAho/wOkGwS/ZJhJFrG/Pnz8fY8eO5dKFRRuVSoVjZ84AYN2N6uvr8fTTT0flXJzGT2BeNJnN1NQbAC3jLW0G8Ce2mAt+Fot/U69zxR1up+cm2QA0fs2FxMTEkCpCUIKD7wbA7491BoN3wU+hQI1zwRRqX+I0fs5UEa1F8HvhhRcwb968pm5GWHCCn58kyM0NIjzUOMc5f2M639QbCY0f4BT8eDVnHVZrxHz8VCoVhg8fHpFjBXq+eud15Obm4r333ovauTiNHzX1hkzrGEFjAN+UFXNTbxAav3DrMhLBMRCNH6Vt4S24o96H4CeTyWB0+n+FKhRwixHn/1uL4CcWi1tMwmNvtFSNHyf4Occ7fxo/iUTCpX0JN50LwUPjh5bbt/la6/T09Kiey5clzEwFv4BoGW9pM4A/scU8j18A9VHNDgcUCkXYK0by0tT7qV9JaXtwgh/P59QiEsFisfg09YYr+LVWjV9roKX6+JF21jrHOX/mdpeEzxHyxZPLZCizWKLi4xdryP3r0KFD1APsiNBudZsX92ZkwHbkSNjKj7ZAy+xlTUBTmnoD0fiZEZncepx2xTkAtZSBnBJ9hHz8DM5FkK/gDmOYpl6ZTAaxWMwtRlrq5Nga4aJ63f7f3CHCgdnZl/z1TbFY7JLAORJ98PiJE1i8di3uzM2F3ZkguqX2baIMGTJkSNTP5S2dyxHnGCRUBYviSst4S5sB/IktVilDuBxZzsShvohU/iJO8HOu4KnGj0Jw0fg5+2O9c6XvbTEUCcFPJBIhMTERZc7jtNTJsTXCafyc2tiWJvhZAkwRJJFIIprOhc8H69bht/btkVlR0WL7drdu3QAAV111VdTPxWn83ObFOuec1VyCDpszLeMtbQZ4M2VFE25lE4DgZ7bZIiL4SaVSiMViGJzalZYykFOiD1fOz1nxAABMiYkAvGub5XI5TGEKfgCQmpKCpX/9BYAKfs0J8kxNLWyhyGkqAxT8xGIxm5euoSFiGj/Cs88+ixdeeAGnCwvRsWPHiB03lkyePBkMz18xmnDzIm8BCgB1DgdkMhmN6g0AOoIGSFPkq+NMvQEMMmaGgTJCHV6pVGLF0aMAWs5ATok+nODH86ExO/uot8FWJpPB6MzjF05f6tChA/eZ9snmA3kWpGBbS1koupt6/flGE1MvIxKBYZiI9sGnn34aZ8+exdatW7F58+aIHbe1wkX1uj2zWpGoWeSVbQm0jLe0GdAUGj+5XA6RSITdMhkmOVem3jA6gzsigVKpxP5DhwAA5513XkSOSWn5SKVSSKVSGAEwzv5Iosm99T25XM6VxgpnslzyySecNoRq/JoPnMbP+YxbiuDHafwC9BuViMWwMwxXjSLSfTAxMbFZVEFqCXCmXobhxiEAqGIYxIWYJL6t0TLe0mZAUwh+arUaffr0wZEACqCbIyz4AcBTTz0V9dB8SstCqVS6BHf40/jx/WEjpfGjgl/zgQhQbzrN8C1F8ON8/Jx9KSBTLwBHgMEggbBkyZIWnby7qfAW3HHaYkGnTp1i36AWSIsYQU+ePImZM2ciKysLKpUKOTk5mD9/PiwBCESRoqlUyF27dkWpyQQL4PPP7HBELH+RwjlZxyptDaXloFQqYRSLuX5H8j1GW/DjQwW/5kNubi5Gjx7N/b+lmOGJ4GcKsBqMWCyGlWFgDFBQDIQZM2bg+uuvD/s4bQ2+mZ4/Bx6oqEBuly5N2bQWQ4sYQQ8ePAiHw4EPPvgA+/btw//93//h/fffxxNPPBGzNjSVEJSamopSP4EdAOtcrYiQ4EcESJoIk+KOUqmEkfd/CxX82jRKpRJLly7l/t9Sng1n6nUKfv58/Lp27YqCujo4nPu1FAG3NUL6mI3X14wKBf47fBiDBw9uqma1KFqEXn7s2LEYO3Ys9//s7GwcOnQIixcvxquvvhqTNojFYqSlpbmsbmOBTqdDndEI3x5+bALVSJt6aXQUxR2VUgmTSMT1R2MMBT+pVAqbzdZihIu2QqzqwUaSYDV+nbOysOn4cS4YhPbBpkMkEkEqlcLMG4fOpqQAZ88iMzOzSdvWUmgRgp8QNTU1SHSmkvCG2WyG2Wzm/l9bWwuAzf9j9RMsIcTx48chlUpD+m2oKBQKGE0mGP34gjTYbFDL5RFpGxkUZTJZyMcjv4vlvWrLxOp+KxQKGBiG648Gp2AnFosFz82fIB0OR1jtszlzxdnt9ibvV7R/ezJz5syo3Y9o3W+jU/Dz16ckEgnMVisaVCquXm9rfvbNvX/LZDKYpFJuHDqbnAycPYukpKRm22ZvRPJeB3qMFin4HT16FG+//bZfbd8LL7yABQsWeGxft25di/FfO3nyJGrr67H5m2987lf81FNIqKzEypUrwz5ndU0NAODAgQNhH2/NmjVht4cSONG+32aLBccUCmz++msAQMG6dcCmTVi3bp1gYvPDhw9znzdu3Ijjx4+HfO5+/frh33//xbp161BUVBTycSIJ7d8sX3/9NeRyeUTGH19E6n6XlpYCAA516gRs2YKNGzfi1KlTXvc/c+YMqhsasOX//g+46Sbs3r27xcwh4dCc+/fB3FxsfughVFZW4ptvvoFIJMLBgwd9PsfmTCTudUNDQ0D7Nang99hjj+Gll17yuc+BAwe4rOAAUFhYiLFjx+Kaa67BrFmzfP728ccfxwMPPMD9v7a2Fh07dsSIESOQlJQUXuNjxNmzZ/H5559jwHXX+fRDkWdlIS8vD+PHjw/7nIsWLQIADBo0KOTjWa1WrFmzBqNHj6a1E2NArO73a6++iiSDAQOdTuk/9++PrKwsXHnllYL9k0ywADBy5EhkZWWFfO7KykrMmDEDgwcPbvLUF7R/x5ZI32+ycMg4cwYAMGzYMJd5xp1//vkHO7ZtQ3vn2Ni/f/+IjLXNlebev1UqFTKPHcPA66/Hy4MGYfX69Rg+bBgmT57c1E0Lmkjea2LV9EeTCn4PPvggpk2b5nOf7Oxs7nNRURFGjBiBwYMH48MPP/R7fIVCIeh7JJPJmmVnFkKr1cJut4MRiSCzuQewN1JvNCI+Pj4i10UmcK1WG/bxWtK9bg1E+36rVCpY6uogdSZlPmM0ok+fPl7LGPLTVSiVyrDaNm3aNHTr1g0XXXRRyMeINLR/x5ZI3W/SL+3OPH4KhcLncVUqFaxWKz5JSAAAZGZmtonn3lz7t1QqhYNhIDUaUWu3o3+/fli3fn1TNyssInGvA/19kwp+KSkpSElJCWjfwsJCjBgxAv369cPSpUvbjHMtMSfUqlTQ1dV53a/WYIA+QskrSXAHzTFFcUelVqO+qgovDRuGGocDuw4exDUDB3rdP5LBHSKRqFkJfZSWCxfc4fy/v/lELpfjXGkpfrfbMXHiRAwYMCDKLaT4QiqVwiISwQygzmajFTuCpEX4+BUWFmL48OHIzMzEq6++irKyMu671p5gWKPRAAAaNBqfgl+dwRCxzj9t2jQkJiTQSZbigVKpxE///ovVDIOePXuiU8eOmDBhgtf9+YsHmgKD0lzgqj84/+8vnQtZwJRVVKBr167RbBolAGQyGezOz3U2G3QBKpAoLC1C8FuzZg2OHj2Ko0ePumTwBxCzwtBNBSlTteG883BZXR00BoPHPha5HAaDAQlOM0S4TJs2za8JntI26devH5YtWwaZTIZt27b5dXDna6Gp4EdpLgRbso0IiqNHj8ZTTz0V3cZR/CKVSGABK7j/sWsXpublNXWTWhQtwl46bdo0MAwj+NfaycnJgUqlwoOrV+Ptfv1cvjMqldjavz9+vewyAKA5jChRZ+7cuVi1ahW2b98eUFQjXwvdUsp5UVo/XPUHZ43hQAW/K6+8MmIuNZTQkclksItEaFCrYbPZOMsYJTDoSNzMUavVOHXqFCZMmIAam82lPuH/Bg7EImeNTLVaje7duzdNIyltBoVCgcucC41A4E+SdMKkNBeIoGcNUOPncAqIVMBoHkilUlgZBg0KBdDQ4FLggeKfFqHxa+ukpKQgPi4OZocDZoD7qxWJkJWVhcrKSlRXV7d6f0dKy4OaeinNEZFIBJlMxmn8/Pn4kX6cmpoa9bZR/COXy2FiGDQ4fS9plangoBq/FoJCqYTFLUePhWGgVqki5ttHoUSaQKP2KZRYI5PJAtb4TZ06FV26dEE/N3cbStOQ2bkzzp46BavTBE8Fv+Cggl8LQaFQoMpu5yKZAFbw85Y/jUJpDohEIqxduzasih0USjSQSqWw2NkR1Z/gJ5VKMdBH2iJKbMnOzsaPu3bBTAW/kKCCXwtBqVRygxTByjC0w1OaPSNGjMCIESOauhkUigsMw2Dj7t0A/At+lOaFXq9HfUMDrPHxAKjgFyy0t7cQFAoFLHY7LAD3Z3Y4aIenUCiUEOBHpfvz8aM0L3Q6HeoMBpicmQLoPBgcVPBrISgUCpisVpdtFir4USgUSkjwa+1SjV/LQqfTwWAwwOI09ZJqU5TAoL29haBQKPDfwYP4fNgwNDhL1VgcDihoh6dQKJSg4S+aqeDXsiD5QVe3bw+AavyChfb2FgLJ0ffOhg0oysmBHYDFbqfBHRQKhRICVPBrufTo0QPp6en4dfNm5Obm0uwBQUJ7ewvh9ttvR0lJCQDgGZEID/Toge2HD9OVDoVCoYQAf+ykPn4ti969e6O4uBhVVVU4cuRIQFWEKI3QqN4WREpKCp5//nmcPn0aADAAwA033NC0jaJQKJQWCNX4UdoqVPBrQYhEIjzxxBNN3QwKhUJp8VDBj9JWob2dQqFQKG0OfiQoNfVS2hJU8KNQKBRKm4Nq/ChtFdrbKRQKhdLmoIIfpa1CezuFQqFQ2hxU8KO0VWhvp1AoFEqbg6ZzobRVqOBHoVAolDYHFfwobRUq+FEoFAqlzUEFP0pbhQp+FAqFQmlz0KpHlLYKFfwoFAqF0ubg5/GjUNoSVPCjUCgUSpuDavwobRUq+FEoFAqlzUEEP61W28QtoVBiC63VS6FQKJQ2R15eHubMmYNhw4Y1dVMolJhCBT8KhUKhtDnkcjnefffdpm4GhRJzqKmXQqFQKBQKpY1ABT8KhUKhUCiUNgIV/CgUCoVCoVDaCFTwo1AoFAqFQmkjUMGPQqFQKBQKpY3QpqJ6GYYBANTW1EAqkTRxa1o3VqsVDQ0NqKmuhkwma+rmtHro/Y4t9H7HFnq/Ywu937EjUvdaJBajtrYWQKOs4402JfhVVFQAALJzcpq4JRQKhUKhUCiRp66uDnFxcV6/b1OCX2JiIgDg9OnTPm8KJXxqa2vRsWNHnDlzBnq9vqmb0+qh9zu20PsdW+j9ji30fseOSN5rhmFQV1eHjIwMn/u1KcFPLGZdGuPi4mhnjhF6vZ7e6xhC73dsofc7ttD7HVvo/Y4dkbrXgSi1aHAHhUKhUCgUShuBCn4UCoVCoVAobYQ2JfgpFArMnz8fCoWiqZvS6qH3OrbQ+x1b6P2OLfR+xxZ6v2NHU9xrEeMv7pdCoVAoFAqF0ipoUxo/CoVCoVAolLYMFfwoFAqFQqFQ2ghU8KNQKBQKhUJpI1DBj0KhUCgUCqWNQAU/CoVCoVAolDYCFfwoFAqFQqFQ2ghU8KNQKBQKhUJpI1DBj0KhUCgUCqWNQAU/CoVCoVAolDYCFfwoFAqFQqFQ2ghU8KNQKBQKhUJpI1DBj0KhUCgUCqWNQAU/CoVCoVAolDYCFfwolADo3Lkzpk2bFpNzTZs2DZ07d3bZJhKJ8Mwzz8Tk/IRnnnkGIpEopueMBOE8q+HDh2P48OERbY8vmuK5UoKjNT2j9evXQyQSYf369U3dFEoTQgU/SpOxZ88eTJkyBZmZmVAqlWjfvj1Gjx6Nt99+22W/RYsWIT8/v2kaSfHLtGnTIBKJuD+9Xo8+ffrgtddeg9lsburmhUVRURGeeeYZFBQUhHyMlStXNjvBgQj13v7OnTvX1E2MKc35GZWXlzd1UyitDGlTN4DSNtm8eTNGjBiBTp06YdasWUhPT8eZM2ewdetWvPnmm7jnnnu4fRctWoQpU6bgqquuaroGNzFGoxFSafN9XRUKBT7++GMAQHV1NVasWIGHHnoI27dvxzfffBPTthw6dAhicWhr2tWrV7v8v6ioCAsWLEDnzp3Rt2/fkI65cuVKvPvuu4KCRVM/18WLF0Or1Xpsj4+Pj31jmpDm/IwolEhDezOlSXj++ecRFxeH7du3e0wypaWlTdOoGGEymSCXy4MSTpRKZRRbFD5SqRQ33XQT9/85c+Zg0KBBWLZsGV5//XVkZGR4/IZhGJhMJqhUqoi2RaFQhPxbuVwewZb4p6mf65QpU5CcnNykbYgGBoMBGo0mIsdq6mdEoUQaauqlNAnHjh1Dz549BTULqamp3GeRSASDwYDPPvuMM0MR/61Tp05hzpw56Nq1K1QqFZKSknDNNdfg5MmTLsf79NNPIRKJsGnTJjzwwANISUmBRqPB1VdfjbKyMpd9GYbBc889hw4dOkCtVmPEiBHYt2+fRxsrKyvx0EMPoXfv3tBqtdDr9Rg3bhx2797tsh/xqfnmm2/w1FNPoX379lCr1aitrQUA5Ofno1evXlAqlejVqxd++OEHwfvF9zM6efKkTzMdn3/++Qdjx45FXFwc1Go1hg0bhk2bNnkcf+PGjRgwYACUSiVycnLwwQcfCLYjUMRiMecrR55H586dcfnll2PVqlXo378/VCoVd57q6mrcd9996NixIxQKBXJzc/HSSy/B4XC4HNfhcODNN99E7969oVQqkZKSgrFjx2LHjh3cPu4+fuT5//XXX7jjjjuQlJQEvV6PW265BVVVVS7H5/v4rV+/HgMGDAAATJ8+nbu/n376KQDg77//xjXXXINOnTpBoVCgY8eOuP/++2E0GrnjTZs2De+++y4ACD4jIf+xXbt2Ydy4cdDr9dBqtRg5ciS2bt3qsk8wfTpUSkpKIJVKsWDBAo/vDh06BJFIhHfeeQdA8O/DsmXL8MQTTyA9PR0ajQYTJ07EmTNnPM6zfPly9OvXDyqVCsnJybjppptQWFjoss+0adOg1Wpx7NgxjB8/HjqdDjfeeCOA1veMhg8fjl69emH//v0YMWIE1Go12rdvj5dfftlj37Nnz+Kqq66CRqNBamoq7r//fq+uF/7GiQMHDkClUuGWW25x+d3GjRshkUjw6KOPhnQ9lKaBavwoTUJmZia2bNmCvXv3olevXl73++KLL3Dbbbdh4MCBuP322wEAOTk5AIDt27dj8+bNuO6669ChQwecPHkSixcvxvDhw7F//36o1WqXY91zzz1ISEjA/PnzcfLkSbzxxhu4++67sWzZMm6fefPm4bnnnsP48eMxfvx47Ny5E5dddhksFovLsY4fP478/Hxcc801yMrKQklJCT744AMMGzYM+/fv99BwLVy4EHK5HA899BDMZjPkcjlWr16NyZMno0ePHnjhhRdQUVGB6dOno0OHDj7vXUpKCr744guXbVarFffff7+Lxmrt2rUYN24c+vXrh/nz50MsFmPp0qW49NJL8ffff2PgwIEAWF/Lyy67DCkpKXjmmWdgs9kwf/58pKWl+WyHP44dOwYASEpK4rYdOnQI119/Pe644w7MmjULXbt2RUNDA4YNG4bCwkLccccd6NSpEzZv3ozHH38cxcXFeOONN7jfz5w5E59++inGjRuH2267DTabDX///Te2bt2K/v37+2zP3Xffjfj4eDzzzDM4dOgQFi9ejFOnTnHCiDvdu3fHs88+i3nz5uH222/H0KFDAQCDBw8GwAolDQ0NmD17NpKSkrBt2za8/fbbOHv2LJYvXw4AuOOOO1BUVIQ1a9Z4PDMh9u3bh6FDh0Kv1+ORRx6BTCbDBx98gOHDh2PDhg0YNGiQy/6B9GlfVFZWemyTSqWIj49HWloahg0bhm+//Rbz58932WfZsmWQSCS45pprAAT/Pjz//PMQiUR49NFHUVpaijfeeAOjRo1CQUEBpwH+9NNPMX36dAwYMAAvvPACSkpK8Oabb2LTpk3YtWuXy6LRZrNhzJgxGDJkCF599VXu3W8Nz8idqqoqjB07FpMmTcK1116L7777Do8++ih69+6NcePGAWDN0yNHjsTp06cxd+5cZGRk4IsvvsDatWs9jhfIONG9e3csXLgQDz/8MKZMmYKJEyfCYDBg2rRp6NatG5599tmQroXSRDAUShOwevVqRiKRMBKJhLnooouYRx55hFm1ahVjsVg89tVoNMytt97qsb2hocFj25YtWxgAzOeff85tW7p0KQOAGTVqFONwOLjt999/PyORSJjq6mqGYRimtLSUkcvlzIQJE1z2e+KJJxgALm0wmUyM3W53OfeJEycYhULBPPvss9y2devWMQCY7Oxsj/b27duXadeuHXd+cl8AMJmZmS77AmDmz5/vcb2EOXPmMBKJhFm7di3DMAzjcDiYLl26MGPGjHG5loaGBiYrK4sZPXo0t+2qq65ilEolc+rUKW7b/v37GYlEwgQyRNx6662MRqNhysrKmLKyMubo0aPMokWLGJFIxJx33nncfpmZmQwA5vfff3f5/cKFCxmNRsMcPnzYZftjjz3GSCQS5vTp0wzDMMzatWsZAMzcuXM92sC/xszMTJdnRZ5/v379XPrXyy+/zABgfvzxR27bsGHDmGHDhnH/3759OwOAWbp0qcc5hfrfCy+8wIhEIpd7edddd3m9j+7P9aqrrmLkcjlz7NgxbltRURGj0+mYSy65xOOa/PVpb8yfP58BIPjXtWtXbr8PPviAAcDs2bPH5fc9evRgLr30Uu7/wb4P7du3Z2pra7nt3377LQOAefPNNxmGYRiLxcKkpqYyvXr1YoxGI7ffL7/8wgBg5s2bx2279dZbGQDMY4895nGdreEZlZWVcduGDRvmMb6ZzWYmPT2dmTx5MrftjTfeYAAw3377LbfNYDAwubm5DABm3bp1DMMEN07Y7XZmyJAhTFpaGlNeXs7cddddjFQqZbZv3+7zOijND2rqpTQJo0ePxpYtWzBx4kTs3r0bL7/8MsaMGYP27dvjp59+CugYfN8wq9WKiooK5ObmIj4+Hjt37vTY//bbb3fR7AwdOhR2ux2nTp0CAPzxxx+wWCy45557XPa77777PI6lUCg4Hz273Y6KigpotVp07dpV8Ny33nqrS3uLi4tRUFCAW2+9FXFxcS73pUePHgFdP+Hzzz/He++9h5dffhkjRowAABQUFODIkSO44YYbUFFRgfLycpSXl8NgMGDkyJH466+/4HA4YLfbsWrVKlx11VXo1KkTd8zu3btjzJgxAbfBYDAgJSUFKSkpyM3NxRNPPIGLLrrIw3SdlZXlcdzly5dj6NChSEhI4NpZXl6OUaNGwW6346+//gIArFixAiKRyEP7BCCgtDO33347ZDIZ9//Zs2dDKpVi5cqVAV8nH/7zNBgMKC8vx+DBg8EwDHbt2hX08ex2O1avXo2rrroK2dnZ3PZ27drhhhtuwMaNGzkXAYK/Pu2PFStWYM2aNS5/S5cu5b6fNGkSpFKpi3Zq79692L9/P6ZOncptC/Z9uOWWW6DT6bj/T5kyBe3ateOexY4dO1BaWoo5c+a4+NhNmDAB3bp1w6+//upxzNmzZ3tsaw3PyB2tVuviTyuXyzFw4EAcP36c27Zy5Uq0a9cOU6ZM4bap1WrOakIIdJwAWPeNTz/9FPX19Rg3bhzee+89PP7443417ZTmBzX1UpqMAQMG4Pvvv4fFYsHu3bvxww8/4P/+7/8wZcoUFBQU+BWAjEYjXnjhBSxduhSFhYVgGIb7rqamxmN/vmADAAkJCQDA+XmRgbhLly4u+6WkpHD7Eoiv2XvvvYcTJ07Abrdz3/FNm4SsrCyX/3s7FwCvk6UQBQUFuPPOO3H99dfjgQce4LYfOXIEACtweqOmpgZmsxlGo9FrOwIVipRKJX7++WcArBCQlZUlaLJ2vw+krf/99x9SUlIEj02CfY4dO4aMjAwkJiYG1CZ33K9Rq9WiXbt2Hj6hgXL69GnMmzcPP/30k4evoFD/80dZWRkaGhrQtWtXj++6d+8Oh8OBM2fOoGfPntx2f33aH5dcconP4I7k5GSMHDkS3377LRYuXAiANfNKpVJMmjSJ2y/Y98H9WYhEIuTm5nLPgrwfQveiW7du2Lhxo8s2qVQq2N9awzNyp0OHDh4LnYSEBPz333/c/0+dOoXc3FyP/dzbHeg4Qdqck5ODZ555Bg8//DB69eqFp59+OqRroDQtVPCjNDlyuRwDBgzAgAEDkJeXh+nTp2P58uWCmh0+99xzD5YuXYr77rsPF110EeLi4iASiXDdddd5BAUAgEQiETwOX2AMlEWLFuHpp5/GjBkzsHDhQiQmJkIsFuO+++4TPHekI1cBduKYPHky8vLyuFQqBNKGV155xWsaEq1WG7E8exKJBKNGjfK7n9B9cDgcGD16NB555BHB3+Tl5YXdvkhjt9sxevRoVFZW4tFHH0W3bt2g0WhQWFiIadOmCfaBaBDJPu2N6667DtOnT0dBQQH69u2Lb7/9FiNHjnQRGIN9HyINX+NIaK3PKJLHC3Sc4ENSHhUVFaGiogLp6elBn5fStFDBj9KsIGaD4uJibps3M953332HW2+9Fa+99hq3zWQyobq6OqRzZ2ZmAmBXwXwzTllZmcfq/LvvvsOIESOwZMkSl+3V1dUBpcfgn8udQ4cO+f29w+HAjTfeiOrqavzxxx8egSwkAEav1/sUyFJSUqBSqUJuRyTIyclBfX29X8ExJycHq1atQmVlZUhavyNHjnCmcACor69HcXExxo8f7/U33vrenj17cPjwYXz22WcukY5r1qwJ+BjupKSkQK1WC973gwcPQiwWo2PHjgEdK5JcddVVuOOOOzhz7+HDh/H444+77BPs++De3xiGwdGjR3HeeecBaHw/Dh06hEsvvdRl30OHDnHf+6ItPSN3MjMzsXfvXjAM43Jt7u0OdJwgvP/++1izZg2ef/55vPDCC7jjjjvw448/RrbxlKhDffwoTcK6desEV6jEtMg3SWg0GkFhTiKReBzj7bffdjEzBcOoUaMgk8nw9ttvuxyXH1Xq69zLly/3SDXhjXbt2qFv37747LPPXExOa9aswf79+/3+fsGCBVi1ahW+/vprQfNpv379kJOTg1dffRX19fUe35N0EhKJBGPGjEF+fj5Onz7NfX/gwAGsWrUqoGsJl2uvvRZbtmwRPF91dTVsNhsAYPLkyWAYRjC9SCDajg8//BBWq5X7/+LFi2Gz2bhISCFILjj3/ke0LvzzMgyDN998M+BjuCORSHDZZZfhxx9/dDE/l5SU4KuvvsKQIUOg1+t9HiMaxMfHY8yYMfj222/xzTffQC6XeyRTD/Z9+Pzzz1FXV8f9/7vvvkNxcTH3LPr374/U1FS8//77Llrp3377DQcOHMCECRP8trstPSN3xo8fj6KiInz33XfctoaGBnz44Ycu+wU6TgDAiRMn8PDDD2Py5Ml44okn8Oqrr+Knn37C559/Hr0LoUQFqvGjNAn33HMPGhoacPXVV6Nbt26wWCzYvHkzli1bhs6dO2P69Oncvv369cMff/zBJQLOysrCoEGDcPnll+OLL75AXFwcevTogS1btuCPP/4Q9CkKhJSUFDz00EN44YUXcPnll2P8+PHYtWsXfvvtNw+txeWXX45nn30W06dPx+DBg7Fnzx7873//c9EU+uOFF17AhAkTMGTIEMyYMQOVlZV4++230bNnT8FBmLBnzx4sXLgQl1xyCUpLS/Hll1+6fH/TTTdBLBbj448/xrhx49CzZ09Mnz4d7du3R2FhIdatWwe9Xs/55C1YsAC///47hg4dijlz5sBms3Ht4PsNRYuHH34YP/30Ey6//HJMmzYN/fr1g8FgwJ49e/Ddd9/h5MmTSE5OxogRI3DzzTfjrbfewpEjRzB27Fg4HA78/fffGDFiBO6++26f57FYLBg5ciSuvfZaHDp0CO+99x6GDBmCiRMnev1NTk4O4uPj8f7770On00Gj0WDQoEHo1q0bcnJy8NBDD6GwsBB6vR4rVqwQ9Nvq168fAGDu3LkYM2YMJBIJrrvuOsHzPffcc1izZg2GDBmCOXPmQCqV4oMPPoDZbBbM1RYu3333nWDljtGjR7uk85k6dSpuuukmvPfeexgzZoxH/s1g34fExEQMGTIE06dPR0lJCd544w3k5uZi1qxZAACZTIaXXnoJ06dPx7Bhw3D99ddz6Vw6d+6M+++/3++1tZZnFAqzZs3CO++8g1tuuQX//vsv2rVrhy+++MLDMhDoOMEwDGbMmAGVSoXFixcDYNPgrFixAvfeey9GjRolmKSd0kyJaQwxheLkt99+Y2bMmMF069aN0Wq1jFwuZ3Jzc5l77rmHKSkpcdn34MGDzCWXXMKoVCqXtCpVVVXM9OnTmeTkZEar1TJjxoxhDh486DWdh3vaAZJagqQ2YBg2ZcGCBQuYdu3aMSqVihk+fDizd+9ej2OaTCbmwQcf5Pa7+OKLmS1btnikAyHnWL58ueB9WLFiBdO9e3dGoVAwPXr0YL7//nvm1ltv9ZnOhRzT2x+fXbt2MZMmTWKSkpIYhULBZGZmMtdeey3z559/uuy3YcMGpl+/foxcLmeys7OZ999/n0sn4Q+SzsUfmZmZzIQJEwS/q6urYx5//HEmNzeXkcvlTHJyMjN48GDm1VdfdUnBYrPZmFdeeYXp1q0bI5fLmZSUFGbcuHHMv//+63Ieoee/YcMG5vbbb2cSEhIYrVbL3HjjjUxFRYVLO9yfH8MwzI8//sj06NGDkUqlLqld9u/fz4waNYrRarVMcnIyM2vWLGb37t0e6V9sNhtzzz33MCkpKYxIJHK5p/znSti5cyczZswYRqvVMmq1mhkxYgSzefNml32C6dNC+ErnIvT72tpa7v378ssvPY4X7Pvw9ddfM48//jiTmprKqFQqZsKECS7pVQjLli1jzj//fEahUDCJiYnMjTfeyJw9e9ZlH1/9rzU8I/d0Lj179vTYV2jMOHXqFDNx4kRGrVYzycnJzL333sv8/vvvguf2N068+eabDABmxYoVLr87ffo0o9frmfHjx/u8FkrzQsQwEfQCplAolGYGSQS8fft2mnqiiVm/fj1GjBiB5cuXu6QaoVAosYP6+FEoFAqFQqG0EajgR6FQKBQKhdJGoIIfhUKhUCgUShuB+vhRKBQKhUKhtBGoxo9CoVAoFAqljUAFPwqFQqFQKJQ2QptK4OxwOFBUVASdThdwiR4KhUKhUCiU5g7DMKirq0NGRoZH7Wo+bUrwKyoqahZ1FCkUCoVCoVCiwZkzZ9ChQwev37cpwU+n0wFgaw6GUuSdEjhWqxWrV6/GZZddBplM1tTNafXQ+x1b6P2OLfR+xxZ6v2NHJO91RUUlsrOzOFnHG21K8CPmXZ1O1ywKabdmrFYr1Go19Ho9HThiAL3fsYXe79hC73dsofc7dkTyXlssNgDw68pGgzsoFAqFQqFQ2ghU8KNQKBQKhUJpI1DBj0KhUCgUCqWNQAU/CoVCoVAolDYCFfwoFAqFQqFQ2ghU8KNQKBQKhUJpI1DBj0KhUCgUCqWNQAU/CoVCoVAolDYCFfwoFAqFQqFQ2ghU8KNQKBQKhUJpI1DBj0KhUCgUCqXF47tUG4EKfhQKhUKhUChtBCr4USgUCoVCobQRqOBHoVAoFAqF0kaggh+FQqFQKBRKG4EKfhQKhUKhUChtBCr4USgUCoVCobQRqOBHoVAoFAqF0kaggh+FQqFQKBRKG4EKfhQKhUKhUChtBCr4USgUCoVCobR4aOUOCoVCoVAoFAoPKvhRKBQKhUKhtBGo4EehUCgUCoUSASorK8EwTFM3wydU8KNQKBQKhUIJkz179iApKQkrV65s6qb4hAp+FAqFQqFQKGHyySefAABKSkqauCW+oYIfhUKhUCgUSogcPXoU1dXVKCwsBABYrdYmbpFvqOBHoVA4qqqqcMMNN6C6urqpm0KhUCgtgi5duuCSSy5BSUkpAKC+vr6JW+QbKvhRKBSO//u//8PXX3+N9evXN3VTKBRKM+L48eOw2WxN3Yxmy549e7Bv314AQF1dXRO3xjdU8KNQKAAAs9mMhQsXAgDsdnsTt4ZCoTQX8vPzkZOTg4ceeqipm9Ls4Efw1tbWQqvVUcEvUrzwwgsYMGAAdDodUlNTcdVVV+HQoUNN3SwKpcVz9OhRiEQiKJVKbtu+ffuasEUUCqW5YDabcfXVVwMAfvnllyZuTfPDbDZznzMz89CxYxcq+EWKDRs24K677sLWrVuxZs0aWK1WXHbZZTAYDE3dNAqlRdOlSxfu80UXXY2UlDQsXry4CVtEoVCaC6Wlpdzn5OTkJmxJ84QfwZuS0hNyuRZ1dXWoqalpgta0spJtv//+O6ZNm4aePXuiT58++PTTT3H69Gn8+++/Td00CqXVsGXLC8jLexznzp2DxWJp6uZQKJQm5ty5cwCA7t0vgM1GXUDcWbt2LfdZqewKmUyDb775BvHx8fjiiy8CPs6qVatw+PDhaDTRA2lMzhIFiDSdmJjodR+z2eyihq2trQUAnDlzBnq9ProNbOOQcPbmHtbeWgj1fhONeY8e/VFU9AXMZjns9ngA7Eo2PT09ou1sLdD+HVvo/Y4t/Pu9bt06KJVKpKT0w19/fYSKioqw5k+GYSASBaaZagkcPXqU+2wwdINEspf7/yOPPILrrrvO5++tVisMBgNuvPFGyGSysKyYgb4fLVLwczgcuO+++3DxxRejV69eXvd74YUXsGDBAo/t48aNw/vvvx/NJlKcrFmzpqmb0KYI9n6vW7cOADB16hXo04f1mT1woBhbtwI//vgjOnbsGPE2tiZo/44twd7v8vJyiEQiJCUlRalFrZs1a9Zg06ZNSE5OxpAhKfjrLzZJcV5eXkjHq66uxrRp0/D000+jX79+EW5t07B161bu84MPSvHhh7Xc/8+dO4clS5agXbt2Po9x9uxZAKzg9vPPP0MikYTUloaGhoD2a5GC31133YW9e/di48aNPvd7/PHH8cADD3D/r62tRceOHWE2mzF+/PhoN7NNY7VasWbNGowePRoymaypm9NsKS8vx+rVq3HDDTeEdZxQ7/f//vc/9OjRHy++OIPblp7ODlKZmZkYO3ZsWO1qrdD+HVtCud+lpaXo0KEDOnTogOPHj0e5ha0L/v3Oz89HXFw7fPLJdQAWISMjI+T5c/fu3QCAP/74A08//XQEW9x0fPzxx+jW7Xw4HG9i2rQsJCR0Q79+x6DTHcT69U/g2LFjmDlzptffW61WF1mmb9++IS+4y8sD8ytscYLf3XffjV9++QV//fUXOnTo4HNfhUIBhULhsT0hIYEO1jFCJpPRe+2DF198EW+99RaysrJwySWXhH28YO93cfE5xMfnwWjUcttOnOiCuLh47NmzB1dccUXYbWrN0P4dW4K53/fccw8AVpvy/fffY+rUqdFsWqtEJpOhrq4OCkUczp3rgLS0drjzzjtx0003Ydu2bRgwYEBQx3M4HACAgoKCVvPeVFfXIDGxOzZv7g0AMBq1KCrqBGAEzj9/DV599VXceOON6Nu3r9djVFZWcp+Li4uRnZ0dUlsCvactJriDYRjcfffd+OGHH7B27VpkZWWFfKyamlr/O1GaLVarFYMHX9wqzPVqtRoA8NVXXzXJ+WtqaiCRuPvriJCd3Rc7d+5skjZRKJGAv+gXcvmhBEZNTS3kcj3YceFprirFwIEDgz6WyWQCABiNxlaTK7SkpARSaYLgd6WlxwAA559/vs9jVFZWIjk5BQAbgxBtWozgd9ddd+HLL7/EV199BZ1Oh3PnzuHcuXMwGo1BH6uujgp+LZkDBw5gy5bNmD17dlM3JWyqqqoAsKYPfiLQWFFbWwOxOA6A3OVPrz8f//5LBb+WhMPh4CZWClBaWoYLL5yC/v3HQiaTN3VzWizHjh2DXN4RgBxFRf3DOhZ/vuaniWmpFBcX48iRw7Db+8J9DAXkyMh4PaDjVFVVISMjD3q9ngp+fBYvXoyamhoMHz4c7dq14/6WLVsW9LEsFotLtC+lZVFRUdHUTYgIZrMZP//8M2QyGY4dOxawY24kqa2tBcN4RujZbF1x6tRJmtKlBTF79myoVCrOnNbWqampgVQaB43mfFRWto4xI9bY7XacOHEcDgcbzHHqVGPOT37+z0DhL0z+/PPP8BvYxJCa5jU1wqbZffuGcp99aTgrKyuhVqcjLa0jTp8+HVQbTpw4EdT+QAsS/BiGEfybNm1aSMcjqV0oLQ/iu9PS+d///oeioiIMG/YcgKbpk0ajEQyjBaB0+Wto6AyGYVBUVBTzNlFCg+QMI3nX2jqsG0MCHI50lJaWthrTYiwhtXkdDg3YsaFxkRjKopCv8duwYUO4zWtyiNnbYomH+xjKjqPJ6N//RwBAYWGh1+OYTCbIZHHQ6zNw7ty5gCt/FBQUIDs7GytWrAiq3S1G8Is0TZNVmxIJ+OXEWvJgvmzZt+jffzQqKi4E0DSCn81mg0gkh0wmdvmrqOgGANi0aVPM20QJDeLY3Vo04uFSU1MNkSgeRmM3WCyWmCXHbU0QwU8kUnBjAyEUwY9o/C66aCoOHmz5JVdJzj27XecxhpI/Yh7Pz8/3ehyz2QyxWAW5PAG///479Ho9vv32W7/nJ4L0119/7dzSyip3RBoq+LVc+JFkZGAKh48//hjdu3ePaXJYh8OBbdv+QXLyMJjN7Co61oIfwzDO++cZ3F9cnImePQdi5cqVMW0TJXRIUtzy8vImbknzwGAwgGG0OHbsQiQkJGLJkiVN3aQWBxkTGcZzjDCZTEH7JbMCjhhSqa5VuFsRwc9o1Hjdp6wsA927X+CzypjVaoVYrIRMlshpEQMx+ZL5b8WKFSguLg643VTwo7Q4kpIa60VGQlh7+OGHcfDgQYwefVnYxwqUw4cPo7q6GgbDhbDZ2OsJZIUXSYgvmFQqhVYLj7+4uM4oKWn5DthtjUgLfu+++y5eeumliB4zFthsNkilUgB69OgxGtu372jqJrU4iGDBHyMIVVVV+PXXX4M6nt1uh0QigVisaPGC38aNG3H55ZcDAMRijeAYSv70+g4oL/euibdYLJBIWMGPQARAX/Dv4YQJEwJue5sV/KiPX8vFarVymc0jIfhde+21AIANG9ZzUbbRZvv27QCAEycGoKysAzp1yo65bxYZ1BlGOEu8WCyjJbJaEORZRVrwu/vuu/HYY49F9JixwG63c5oqhSIjKI0IhaVxjPDU+KWnZ3DjWKAQwU8kkrd4wY+/GGpo0PrYE1Aokny6YLBmcxUaGkZx2wKRUYi5XSwWQ6fT+d2f0OISOEcKqvFrPjgcDohEooDrN9psNiiVShgMhogLJuXl5UhIEM7JFEnOnj2LxMQkiER6aLVAZuYgnDoVXDRXuLiv5t2RSKSwWKjg1xIwm81cVDg19bJuDHa7HTKZBFotIJO1Q0kJDXoJlsYxQsaNEWRtnJraCUeOHAnqeETwk0havsYvLi6O+6zR+C6xplCk4dSptR7blyxZgn//3QmLxQKpVImzZ0egS5daKJWjA3qPyT288MIrYTSeDbjtbVLjp1AoqODXjJBIJFi0aFHA+9tsNqhUbOLjSAh+NpuNS/Yaq35RUlKChIRU7v9SqTbm6Vwa/SOF139isSwiPpSU6ENqfQLRC+5oSdpf4sbQqM1ORG1tLe3PQSLk40esLWlpl+C3334L6ngOhwNisRiAAlZry04VRRQEgWjaxOIcnDlzxkPYve2227B48XuwWq0QiZQAAJNJh6SkXli/fr3f4xKNn1yeyPkbBkKbFPx0Oj0V/JoJxDn4ueeeC/g3VqsVCoUKQGSCO+x2O+LjWd+KWPWL0tJS6PVpUCoBpRKQSpUxXwGTeyeRSLl28P+oqbflcODAAQBATk5O1DR+TZFnMlTc+7ZIFA+AuvgEi9AY0aNHf+e2vqiurg7qnrYWjd/BgwfxzjvvAADS0moEx0/+n8PRCQ6Hw6u7ASsQK7n9Vaq+KCkp8Rk88+eff+KHH34AAMjlCTAYDAjQaNZWBT8dFfyaCWRlHkzFAZvNBrmcXR1FSuMXF5cEAFi1alXYx/OH2WzG119/Dbm80SFYKo39QEhS4chkwsEdUqmUCn4tBDKeZWV1jZrgF0qVJABYt24dBg8eHPLvQ6Gxb7OmXokkHkBjwl1KYBDBTy6X8caG33HZZQUQizsA8J2fzh273Q6xWNIk410kufjiiwEAaWntoNOJfAZ2aLWAWMyWYysrK/N6TKk0njf2JsBisfh8Z8aNG8cVsJDL44NamLVJwU+t1rusUk6cONGi88G1ZELR2LE+fpE19er1rNmVXyw7WpBEuwcPNubIE4kUsFiaRuPnLbhDJKIav3A4efIkBg8ejFdffTXq5yKTqFbbPmqR2KFq/G688UZs2bIFarU6ZpN943jO9m2bjfXHooJfcAiZek2meJSV9YHFwi6WgxkzicYPaNmCX7DzhMnECn6+ytQ5HHG8z6wZ2VewIX9sFot1qKurCzi9TpsV/MgKuaGhAdnZ2bj99tubuFVtk1AEP6vVCrlcxX0OF3YwkqJfv2ExqXVKJtBLLrmPZ+pVxLzOKj+4Q8g8IZHIYLdTn6hQycrKwpYtW/Dwww8HnIk/VEwmE6RSKRgmD0eOHI5Y2Tb+cUIR/Pbs2eNi3oqVudjdRCmVshaCaAkbFoulVZbKIwK00BjBMKx7TCiCn0Qih8Vi8SmoBOOzFiynTp3iJT0OD39mXqUSsFrTIJPJfJZXE4vjuP1FIv+CHx+JJAsmkwnl5YFFrrdJwU+pZE29drudS+URrJMqJTKEomm12WyQySIn+NlsNojFUshkypgIX2azGfHx8Sgvn89tE4mazsfPW3AH1fiFjvuEFko9zWAwm81QKpUAesFgMODUqVMROS5fUAtFaPvzzz+hUqnCOkYouGv8HA62qkm0+vPQoUPRtWvXoBMaN3caS7bJPL4zm4MTToBGUy/ABtN5ex6FhYXQarWcD1ukmTBhAm644QZ88sknYR1HKvW8L0IwjAxdu56HDz/8EEuXLhXUPFutSdxnm83/vSWVekaMKIfFwtYKDrTOb5sU/BQKPaqra7B27VouAWWHDh2buFVtE77Gz9cK77LLxiA9PR07duyAwVDPafwiEdxhs9kgkUhiJviZTCbI5QoXHxCZLPamj0b/nbbj48cwDL7//vuoX5d7OatQylsFA+lTDNMTALB///6IHJf/ToYitBUWFiI9vb3g8aJJY99mffwUiugKftu2bcPRo0dx7bXXtirhj9wvpdJzjFCpFFCpVCEIfmLI5azg523M+++//wAAO3ZEJ+m2Ws1W2pg1a1ZYc0inTj38+veRvx497sGePXswY8YMzJ49W0Dp0ZE3H7CCnzf/SaPRCKvVimuv/RRSaRLkctZMHKhloU0KflKpHkeOHMbRo0cBAGPG3Ibt27dFfXCmeMJ/6bx18rNnz2LNmtUoKSnBgAEDUFRUBLOZzWoeCYdxq5XV+EmlShiNsdH4KRRKl20iESv4xXLS8JWcFWidUb0rV67E5MmTI2bm4XPs2DEUFRUBaAxWuvTS6wFEX/AjfcpsTgMQuVx+/OoBoQh+paWlSEhIC+sYodA4qbJ9m2GiK/hlZGQAAL777jscOtTya9AS/I0R8fEJYWn8vAl+x44dA4Co51R1OBy47777Qv69Wp3kfycnIlE77vOJEye4uUulUuGtt95y2ddiYa/7+uuvFzzW77//7vzUCQDAMGxKGSr4+UCv74HKykps3rwZGRkdoNd3BoCovbCPPvooJk6cGJVjt3T4gt+6desE9yFmsgsuGMJtq6hg85ZFotoF8fGTyWLjZ8dqZ5Quq0G5XAWHwxHTxQe59wqFN41f6xP8SF+KxnXl5uaifXtWu0X6UWrqQADR8y0jsIKfAmq1HEqlMmJZC8LV+BmNRsjlasHjRRP3qF6lMrqCn8FgwLhxswCw5RhbC+SZK5UqL6XIghf8JBIJlzfV23tB5uJopd9paGhAYiIrtPmqoesPuVwdsMZPJlNwv6utreUEvylTvkCnTp1c9lWr5QCArl27Cp530qRJzk/nOecPNrv2vn37Amp3mxT8xOIcAGwSXZ0uHjLZVABsFF40ePnll/Hzzz9H5dgtHb7g5y3UnURCdez4JW6++R8AQKdOvaDVal0S14bTBqLxi4W51WQyCWj82BVeLKMOG7Wl3qJ6pa0u4S0RyMrLy1FdXR01DSs5j1isBxArUy/bp/T6uIgJfvyFVSjadaPRyPnjAoHVH40Ejf2W7dvR1vgZDAbExfVBVlYOVqxYEZVzNAVk7DWbUwS/12oTgg7uEIslEIlYIahDhw6C7yDRXEUry4LR2IBhw2Zh/Pjbg65OxDfRymRqH3u6I+c+icVi3vukEtx7+PDJ6Nw5y+vRLrxwNOcXaLOx/TzQDAJtUvCTStkbXVZWBrVay+XYibZWrjX5fkQKvmDhbeVYVlYGiUQClaojbLaBmDZtLzp1+hyJickRGRj4Pn719dGNvgTYVa5MpnCJ+iLFuWORToYwcuRIAKxmTygSTSqVtzr3B6JB+OWXX5CQkIANGzZE5TxkASGTxbn8P1qUlpZCo2GjAnW6yAl+u3fvhkajgUgkClHjZ4JMpuRMdrGql8vPUalUAnI5O+lGQ/CzWCzO3KI69O17BbZs2RLxczQVZWVliIuLg0Kh8BKxqg1Ki+twOCCRSCCVNgpBQlo98r5EowrNW2+9hePHj0MmU0KtTkFFRXBuEXxzamLi3ICietkxvlHjJ5FIuPeJCI8Khfv+Sq+LLbFYjNzcSdy+CoXgbl5pk4IfcSwtLS2FUqmFUsmuylNTU339LGyiVUqpJeNP8Js9ew7mzp2LpKQU6HRip8q8J1QqPbTauLBNAWvXrsXGjX9DKpUiPr4LDh06FBHzsS+ETL0KRewFPzJgy2TdBU0TCoUaVqu1VWn9SH/ZuHEjgOAiEoOBaPzI2BJtAXrXrl3IzOwHrRaIj0/xmSg2GAoKCpCX1wcajSZkU69CocK117Im9kCjDsOFCH4KhcQZiBA9jd/evXsBACpVO8hk6la1WCorK0NSUqqPxMTioNLYEFOvUtko+An1VSL4nTlzJvyL4OFwOHDvvfcCAMrL90Kn64TCwsKgxl0yhtxxx++QybIDNvUqeNKZSqXihDqlklVEeZqGhYMNbTYbHA6HxxwSDG1S8ANYk0h5eTmUSh1EIhEuumgUhg8fHtWzRroTtwbIAK3T6TyEuJKSErz//mJYrVYkJnqaGvj5GENl9OjRAFhtrFo9HECjY3G0qKurg1Lp/qay/4+VKQwAOnXqhKlTnwQgnJJALGZXorGsuBBt3PuYKNAaR240NDT41OC7m3qjrfGrqamBUsmafeLjM1BUFBnNWkFBATp27AuVSh2S4MfmF1TC4YhDbm7XmFVMiqWplwQJAgNaXUBUWVmZS01xd8RiSdCCHxvc0biYFNICk/dn06ZNvECG8LBarVydYblcjry8B6FUDoPNZgtK89/4fOU+93NHJGrcX6FQ+jX1SqXCgl/j2KL0+C5Q2qTgJ5OxN8xisTg1fqzqNdrVO2Jl5mhKioqKcOONN+K7774LaH8yQKvVGo/JMT09nfscH5/qoTrXaMLX+J1//vkAgJMnd0ImY1P6RMJv0BeVlVXQahNdrkUuZwekWFaQKSsrg0aT4tU0QZzyW1KNVn/s3evq/ByKdqahoQHx8fE+y/s1alMTQj5PMNTV1UGh0EGpBPT6diguLgr7mAzD4MiRI0hO7h6G4Mf6+LH9KXa5Ksl7JJdLnbVPJRCJRFERysgELperW1VAVEVFBVasWIG4OM+xt7Ged/AaP7FYDJmssR9ccsklHvfMbDajR48+ALwH/QXL7t27uc933rkFMtmFkMk6AOAHS/iHHzgUqJmX7f+NGj+j0ci9TyQ1mZCp12z2FPwa3Uhcze/BEJbgd/ToUaxatYrr+C3Hh61Rwk5LYyd+kSi4lUsw6PXsqr8t1AfevHkzvvrqK9xwww0Bqc+J4KdSaWAyeZ8USEk1PgqFNmwNWWZmJgBg5Mi3wDBsbqdoCzpnzpyGSuWepiC2gp/BYHBGXCZ73Ydo/FqK4HfkyBGfdUPNZjN27y7AsGETuG2hTNIlJSUAWG0YALz33nse0XeN6VRSIZFI8Pfff0ctopVhGNTX10MmY1M6qNUZXFqZUHnmmQWYO/deWK1WyGRJYWv8AHbii5Xg567xA9iEt9EQwI1GIyQSCRhGBomkdQh+DocDM2fORENDA+LiMrzuJxKFIvhJIBYPxIUXjuC2uwt3JpMZnTv3xbBhE7icfuHiqnhh52Qy5rOfA5NfyBgtEgkHxXmDYRo1fg0NDTh16pTT4pAmuL9E0sw0fhUVFRg1ahTy8vIwfvx47obOnDkTDz74YMiNiRVqdeMNS0rq6yziLY7apEsy17eFOpH8yS2Q6yWTp1qt8ZlKRa9PEUwwHO4zq683YPToydDphkOrlUIqlUY1pcuKFStw8uRJqFQ6t/B9Nk9WrPzpiF+NSuV5X8kfqYfcEgS/s2fPIi8vD3feeafXfbZv3w6LxYK8vMu4baFM0sQHlPjsPP300y4pPEpKSrB9+3YAgFodh8zMLCxduhQ33HBD0OcKhG+++QYMw0ChICk3MlBVVRWWiX7BgmfwzjtvAwBUqngolaEJfsTHj005EbuyhEKJh2Wy6AhlDQ0NUKlU0OlEkMvlMRX8VqxYERXXFP6z1uvTffr42e3B+/hpNBqMGLEWjz/OVjFyN7WazWxC8szM/ti2bVtElDJ8H3u1ujGB/j33sDk9A12YufuPBvqnVje61FRWVuDIkSPo2DETWq2wj59CoRJ8h8niSaFwLQLwyCP/Yu7cPwO6hpAEv/vvvx9SqRSnT5+GWt0Yzjx16tSI2eOjiUTSKHnLZJ0BsL4K4QgRDocDS5cuFZy4yUqiLQh+fA1cIMkkZ8yYAYBdOfrSBmg0nj5+EokUVmt4gpLBYIBc3rjqUyqjW71jyRK2RFCnTnPdvomtxo8IfhKJcJoGoFHjF6vca+Hw0UcfAfCd1/GPP/5AQkICEhOHcdtC0QCRhS4R/AYPHuzy/aFDh/Dll18CYH0Ix4x5GgDw008/BX2uQPj+++8BAGo1q3WUSDJc2hks7oKLRBIPi8WMDz/8MOhjGo1GTuPHmq5io/EjY49IpOe2JSQkRsWNw2g0cg76sfTxYxgGU6ZMwbhx4yJ+bCJwtGvXHu3aeV9MBWPqraqqwrlz55w+fgQ5OnTozAVZkcAFk4mNBk9NHYXKysqIyBV8wU8kalT+SCRsHwnUbShUjR8Qj4svHo1rrrkPxcXFKCsrg14f73XvYH38JJILIJX2D6glIQl+q1evxksvvYQOHTq4bO/SpUvEakRGE4VCxPusi4iP3/fff48ZM2Zg2bJlHt+RF6MtmHrr6+shlbLaq0BepPPOOw8AkJnZAxaL90lBpdIL+JdIwtKQMQyD4uIiqNX8Y0dP8HM4HNi7dw+uvfZeKJVpLteiULD3zFsfLC8vj2hiWCL4KZXeffyUyngA0Yt8jSSrVq0GAGh9hLetXr0GAwZcCoWi0bQSyiRNhB/Sz9u1a+fyvUajQWZmJkaPngylEkhPvwXTpj3jrKUbHS6+eBS02oHO58YKfqGae90FfaUyHgcO7AEAvP7660Edi41gJz5+sTP1krFWqWwsfN+v32VYuXJlxM9lNBqhVqudflmxEfx++OEHdOnSBQCiMl4Rjd/NN38IlSrZj49fYPNm9+7d8dtvv6G4+JTLMfjZGWQyGa644gocPHgQOl0atNqLodVqA05M7At+NRuFQslrAyv47dy5M6DjNPr4iYPy8VOpJLjsstXIyroaABsNrlJpuFQs7j5+CoXwXLR69Wrn/iqPcwSa1iUkwc9gMLho+giVlZUuIcvNFU2jggdardpp6pXAZgtd8CORXWKx5y0lgl9b0PgZDAakpaVDJpMFXD7m6qtnID4+3eekIJQ5XiaTwm4PXfArLi7G8ePHkZMznKde9547KVy2bt2KM2fOIDd3tIApgF09ehNkU1JS0L1794i1hQh+cXHeTb06HSsgEZ+25grDMDhwgK1N623Sra2txbZt/yAvbxTi4tIxd+57AELT+BGtIpmsTCYTBg26hPvearXCbndAp0vg7mV8fHuYTKao+EHX19dDo9Fz50pMjKzgp9PF47LLWOd3Uhg+EBiGgclkglKpdJp6Y1MSEWgU/HS6xvuSmzsMBw8eDHhcChSi8WPHDxkYhom65n7SpEmcibdv374RP35jOTHflSkkksB948k4Ul5e5nIMjSYOX3/9NTf2rVy5Ena7HRkZ/aHTidCxY+eIpAHia/w0mkYzaUJCHgAEXGSBXK9SGZypt/H9zAbA1ndWqbScPKLRuLvaKGGxWDzuL9FaJyScJ3j8QAhJ8Bs6dCg+//xz7v8ikQgOhwMvv/wyRowY4eOXzRF2Fc6GpYf+spJOK+QH05YEv7q6Omg0OlitVqxdu9bnvgzDYM+ePejQoR9kMt/aAJJ0m49EEp6PHwkEUKuzuW1KpSpqGr+LL74YAJCQMEbgW1bw++6773Dw4EHB30cy+IitWqODWOx9oSYWK6HX65u94FdUVITa2lqkpqZ5Nf1v2LABdrsd7duz6XsyM2cjPj4+JO0MEfhIWSk2SEaJJ59ktUlmsxk2mxUSSaOQRPpvNPpWfX29S3ogpVIPtVodsuDnHjAlFsdj9OivkZiYGJT2l7zP5NqLi49jzZrVft/Zv//+G4sXLw6y1a5UV1c7E083muN0Onbh5O39ChU2AIZ1HxKL2Wcey1x+QsqGcCGCn1TquzJFMKZetVqNCRNuwPz5B1y2nzx5AA6HA3fddZfLdomEHZt0uviIlG7ja/xEIv67mYpRo64MON1a6KZecr723GelUuN1P4mElU0+//xzLtk+wObCHDz40pDPD5AK1kHy8ssvY+TIkdixYwcsFgseeeQR7Nu3D5WVldi0aVPIjYkVfI2fXs++NFKpBCdPngTDMCHl9iIdUyiStS0JflVVVYiLYyNWjx496izZJKwlsNlszvx5GpjNvgU/ojXgw2ppw9P4AUB8fDtORX7s2BG88sorePjhh5GS4t3/LRz0es/XzuFgt+Xn52PDhg1RT+S8Y8cO9OjR1+8KUavVxTS3YCjs389q+/LyeqOhQfi+ffXVV8jM7IyEhGyQ17u6uhqPPvooHnnkkaDORxZ3ZWVlOHnyJFeCLyWlJwBW4GGFARl3f0mAl9Fo5D5HiurqanTsqOM9SxHS00OP7HXX+On1SohEIvTocX5QSegbtUbsu7tnzy4ArMDco0cPr7+75BJWezp79uxgm87x0EMPAXDVgCgUrA/kgQMHMGDAgJCP7Q6p/EM0fgArDEb6OXsj2HnF4XDgo48+wtSpUxEfHy+4D+njarXnuMsnUMGvoaEBDQ0NOO+88UhKci1DRrTgH374oct2lYpo5cLP1wqwCwqCTuc6x2u18SgrOxrQcYjgp1JJgk6czCLCxRdfik2b1kKt1nLH0GoBvkFApWIFv+nTp7v8uqqqGnFxSYLnlgQoC4a0VOjVqxcOHz6MIUOG4Morr4TBYMCkSZOwa9cu5OTkhHLIJufw4QIcP36cc8oOlvXr1wPwLfiFm2KhJVBVVQW9PhHTpz8KwHdOPLIqlkjkSErKQVFRkVc/C28av3AEPyJoisWNxybVW4gfRazgr9qD9ak7fvx40NrA8vJypKR08LufUikcWdac2L17N5RKJdq37+K1P/z+++8YMuTKkBM28zly5Ajat2fvXV5eHn755Rc0NNRxGgqz2QyLxeJSlor030jfy6qqKuzduxfp6d1ctqemhi74EUF/2LCxuPjiEdw9U6uDWwQQ7Sa59ldeYdNynDhxIqR2+eP9999Hx44dOUHioouGu3wvk+nQvn2HiGv8WMGPXbgRjV80/fzc+3iwz/m3337DnXfe6XOuI8ckJQe9Eajg99tvvwFgswi4c+ed33g5Nvv+RCJfq9VqddH4uaNS6QJ2AQhX4weAq6utUHjX+PFrXPMxmYzc70MlaI2f1WrF2LFj8f777+PJJ58M6+RNBd8Nkfhb19Swk+22bdtw8803B3W88vJyLn2D0KTNMAzy8rpj//79UVnxNycqKyuRkpKNvn2nAnjJp4aACH5yuRyZmVeie/eXMGvWLOzYscNjglapVB5JKqXS8AS/xhyCUjj99PHii6cxY4YyqlquQHz8icbIHZvNxgUVAOz9zsnJwbx583DBBRcE3AaTyYSEBIXftqhU6mYv+G3YsAEDBgyBQqEU7A9WqxXV1dXo1KmP4PUaDAZoNN4HYPdzCWX5j49PhlLZKPiR50fOR6I+I50ah0yIqaldXa4tOTl4wa+8vByJiYmcduXGG5dCoUjnvpfLlWhoCHwCJm1TqTRQKgGRiPUZ9fXOrlmzJqg283nkkUdQV1fHCV0jRkzzeN65uT3w448/4tlnn3V5j8LBbrdDKpU6HeyjVxOYwNfIyuVynDlzJihLFZmrfPX57du3Iy0tzWcOP4BNgxaI4EfMqO3bD4H7bVcohMctpVLhTNSvR1FReIFt7u+de79Qq/VBR/UqFJKgEycTtm//CwBgsRhcgjtc2yh8cOJTKvR1oC7EQWv8ZDJZxBIqNiVPPvk5brnlfu7/5GH+9ddfQR/rxx9/BADk5XX1qvHr2XMg7Ha7S/bw1khtbS1UKh2USjYxsK9VFhH8pFIFxGIppk9/Fzt37sS4ceOQk5PjEi1J/B34hKvxI78ViRpHIolEAa1W2+TCDj+hKX9gdR+cSB5EonEOFLPZHNCqsSVo/A4fPozOnXs50/t4TrikD6rVrsmq581j83cFc+/4kdVTp04FACQkJODqqxdzGj+TyQSLxeLi40fKqUU65xrRqpFzExITgxP8rFYrUlJS8Mwzz/AiLF21PTJZcHn4iA9kXFwugEa/KqFntGrVKphMJtx9990BH98dojUnbRTSmIwZ8yD279+PzZs3h3wed2w2G5eiJBYaP77gl5iYBJPJFNT5SHCSr/e6tLQUSUlJfo/FpkHzL/gZjUYkJSUJ+gx6E1hJn45EaU5/KamUylA0fqH7VhLFQnW195raOl2W4HY21U14yqOQljw33XQTlixZghdffDGskzcVGg1wwQU344ILGjV7DMN23lCEWoPBAJVKhe7d+6Cy0lPD5XA4kJ3dB3K5HNu3b8eFF14YeuObORaLBQqFAomJyZBKpT7T+xBTq0old/pyXIJ+/QYJlsLS6TQePg0yWXgpeIjgp9PJwPePVqlUEdfM8KM5A/EL4Z+fP9meO3cOiYmJ3P/JQsNXGhMhzGYzlwDUF9G4F5GmqKgIaWmdUFdXLrgQID5QcXEJLtfbq9dkAOwkFyj8yiDDhg3DsmXL0KNHXyQmJnECutFohNVqhUIh586n0fSCSqXCgQMHMHbs2CCv0DvkHdJoXH2xkpPb+RX8zGYzcnNzMWvWLFxzzTUAWD+r+fPnQyqVQqdTgj8nK5XB5eFbsWIFMjM7Izm5PUQiwGoVFoo2b96MsWPH4p133sHJkyfRq1cf7N27O2h/ayL4EYFGyD8tN3cYxGIxDh8+zPkShgvR+Gm1gEoVW8GPaO3YAKPAaseS99mXMFRaWoa4uDi/4wOr8fM+BhcWFsJms7lEPgeKRiPnfPzCNfWSa7700nG44ILRHu1Qqz1rxXuDvOdqdag+fo3wfdfdj6XVZuHmm+/BF1+widTJ+8BaDYV9LwON8wlJ8LPZbPjkk0/wxx9/oF+/fh4q42BzPcUaki+HD1+AqK+vh9lsDmjFQ34rkUgQF5eAM2c8HUQdDgeUSiXi4+Mxd+5c3HPPPWG1vzlDBAqVSoqsrCx89tlnuO+++wT3JRo/pVLOPY/OnfPw77//eOyr0yVExdQrEomgVru+LaGWp/IFfyIIxDzAjwrkr8wLCwtdHONDbScbkODf1KtQqPD1119j0KBBuPfee0M6VzRxOBzO9FJaGI3VghMuuUcajcbtemWIj4/nUtsEApkcFiz4GCoV0fKInMdl+9Htt98OAJDLZbzziaBSqSKex44sClQq12eZlJSBuro61NXVQafTCf7233//xdmzZ/Hll19iyJAhANho73Xr1kGv10OlchW6vOUVE6K6uhrLli3D3Xcv5I5DTKvu7+yRI0cAsOk2LBYLMjNzsXfvbphMJmzYsAF//vknFi1a5PecREhsDCoRMocpkJKSElF/a+J+weZRi77gx+9DanWj4BcX59sfj0AEPl9jR1lZKTIyMqBQAL5kb3+m3hEjRuDIkSO44YYbvDwP76jVCi7PX7gav61btwIArrvuGbRvP9Dje61WD6vVys1fvoiEqZfgcNihUAA2GwTv9YABV3CCH1lgsCmShO9loK7eIekq9+7diwsuuAA6nQ6HDx/Grl27uD9iempp8AW/jh07Ijk5OeBoKSL46fWJXk29IpGY0ywEExnX0jCbzZDJ2Bfn0ksvRUFBgdf7yA/uICQmpgvuq1S617aNjKlXyM9HrY6u4BcI3gQ/dx9SMogHk4Pyq6++wrFjxyCT+R+1VCrWNONNeG9qjEYjGIaBUqmBVCoT7A/kWcpknmamxMQkn+4I7litVvTqdR769buF89XV6z37JgAcwrrd3AAAcvVJREFUPbrL5f8KhSLiaT4aU6a4Psv4eP+5/Mh1JycnuwgTy5cvh06n99g/mJJr//33H8xmM3r3Hs9t45tBv/nmG4hEIjz00EOcwEbGTp0uHgD7Ho4bNw6vvvpqQOclGj9iRnO/J4RgItXXrl3rN+Av1qZefh9SqVjBr6ysjAug8Edggl9ZQIKkv1q95Nl+9dVXnJ+rEK++mu+xTSxmx2aVSg+z2RzWoon47fOrNPGRy9nFUSBaPyIruFYgCY3Onb1HtwNAp06NVYFIn2K1u01g6nUvqNzSIIkS+ZCHOWXKzfjuuy8AsNnR3UOphSCCX3y8d8FPJhNj5sx7sWTJmyguLg5Ym9jSYFdMrIq+T58+AIB//vkHY8Z45q4jAxhR6QNAUlIq9/2qVXWYPbsvjh8/hsRErcdqSC4PL50LEfzc+0I0Ahr4E0Eg5gH+IMdvi/uERQZvkynw9t54440AWE2rv7b4GqybA2QS02o1qKoS9vEj9yguTu1xvTqdPqiEvhaLBXI5e99sNiWee+4jXHDB1VyKqOefX4Inn5wJADhx4qDL+WQyecQ0fhKJBI8++iiXN1WrdTXbp6ezucKKiorQtWtXwWOQviSRSDwEK5L4mI9SGXhy8z///BMKhQIdOuSiMUZJDLFYDKvViuuvvx4A8Nprr2HJkiUAGgW/Cy+cgLVrf3Yxwfsqxccd3Sn4kclbpxM2LWo0WkHB74477kRubg4efvhhbhvJn3bTTTd5PS/f1EvqscZa43fllVfixIkTOHDgALp16+btpwAa3xlv2QMYhkFpaSln6vWl8ZNKfQt+/HnOl6l3wIArPbbFx6shkwF6PbsIqaurC7tAhGt/bCQurvEc/tJ4EVlBqw3d1Pvllzuwfv3/MHXqsxCLgepqeLnXjYKqzWZDaWkpqqqqoNF4jmWA72fFJ+zMj2fPno1K/cNYQzrv1KmNkcqBrgodDgfEYjF0ugTU1ta6CCMMw4BhGIjFYkyceB8AhJ2ctDljsVg4jV9aGhvF562+Z2NwR6PGT6NhV5kdO3aCUqnFc8+twF13PS7o6yMWh5fA2ZvGT6mMvF9bMBOBVCpFeXk5DhxgE5vy2+Lul0O+C3RC/uOPP7jPZrP/3ygULUPwUyg0kEhkMJvNHhORL42fRhO4UzfAPkeptHHmGDLkVmg0jZNbbm6j/+7ll7tmB4iUxq+mpgYOhwPvv/8+JwS4a2+Jxo/vk+hOYz1bkYdAKqTxO3y4AEVFRQGVDvzss88wdep0biwguJc0y8vL4+4JEfQyM/ti+fISzJ07j9svkP5NBD9iYfDmAK/RCGv8PvzwAzzyyCNBC238cYT0jVhp/IjgR1Lk9OrVy+dvGYbhImz//vtvwUoybAJyW0AlBtnCB94FP/59lst9C21vvPE9Bg68CACQm9uFe34qFTsnhGPu7d27N6ZMudmjPxJUquA1fuGITx079sPNN7/uEgDmjeef/xgA26fInBoXF16O2ZBa7nA48OyzzyIuLg6ZmZnIzMxEfHw8Fi5cGNHqAtFCrfYsc0IeZvv2Hbn9Ah2kicYvIYF1uuebNsmLJZOJuCjV9957LxKX0Swxm81QqRTQaFhNgpA2gbBx40YAgE6n5J4DMS+YTEZotUDXrn0wY8YiwdI0CkVkTL3ux422qddbKR+CQqHAY489hh49ekAikXBR44DnYiSQCD0+JNkxwBat91deSKg0Y6T5+eefsXXrVmzZsiXo3xLBT6/XQKmUob6+HldddZXLPuRZxsd7lp/S6YJzHCdpWryVWdLpGieWSZPud/lOLo+Mxm/Hjh0A2DrX5HhxcQqXc8XHaxAXF+fT1Ev6kslk8nhHNRqtQKkpNir65MmTPtv3zDPP4NSpU+jUKdfjGFKpFK+++ioA9n5YLBbu3fjjjz+gVCqRlpYKrRbo3LkLd8xgTL3ElSYhQeelX2s9hH2+ABTswpyfwJlo/KJZuYMce/DgobjhhgdcvvO3ED537hxOnTqFkSPH4ODBg4JVecgxpFKpR//2fJ6+NX719fU4//x+AFifS1/HGjr0arz3HlsAIjExmduekMAuQsIJ8LBarUhK8l6eMjGxUePnD3J/dLrQSra5/3kbS8hfSgprBePPdXq9cN8OMCtVaILfk08+iXfeeQcvvvgi59u3aNEivP3223j66adDOWSTQzqvQqHGbbfNBRC84KfTsYIf39xLjisSiT1SLrQ2GIZxmsIar1Op9O4Q/sUXX0ChUCAtLZfbptXGAwhM2xpu5Q5We+Op8YtmcMfLLy/xu697dB4/xZDBYMCHH37I5eIiwlKgNVDJdc2Z8zCuuMJ/sEYsNH4TJ07ERRddhMGDB3OO/oFC3jWNJh7nnz8KACtI8vtcXV0dxGKxYPoarTY4jR+r0fYePcnXvLlrqeVy39VpAoVEynfq1IkT+IW0W+3a+U7pQq6bCH5isRhPPvkyAOFce7fd9gIA375hdrsdCxYsAMDmX3PHYDBw7U9MTOSSXZPfXnTRUC6pbd++l+Hiiy/xe06Cu68g0eK4o1JpPDTn/PHm22+/9XsuPsTUCzRaL2Kh8Vu48Fu0bx9c/W5ybwYMGA5AWJgiz14SQBkIsVjsU9isra3FsGHjcMUVk3HTTQ/5PZ5IJEJ+/h689FLjYlelCl/wI9V1vKFUsn0lGMEvnATOwUCSg5P0SACQkdHF2+4BEZLg99lnn+Hjjz/G7Nmzcd555+G8887DnDlz8NFHH+HTTz8Nq0GxgET18v/Iw1QqgfvvfxMZGRkBC34keCMhgXXy5vtOEMFPJhNDqQSysti6sJGO7vNFRUUFrrvuuojUO/QFP0qXuGJ4E/wsFgsKCgpgNpuhVou550B8Ldjwf8/nxP9TKOSwWq0ha5n50Xj8v2gKfh06ZHm9njff/AK//vqfh+BHTC7x8fE4ffo07rjjDsyZMwclJSXcQBXoRGM2m5GRkYG77noZGo3E7z1Wq2Nr6g3El4tgt9s5QTEtrR1yc3tgzJgJAICrr74ab775JgA2UjUtLQ0qlcjj+uLiEjgNEcMweP/9930uOojGj590lX88rbZxcvHsr5Ex9ZL32GazwWAwON1MFB7n8+e/SEyrJpMJZrMZSqUSl13G+t5dcMGFHsdLTGTHN19BbyR6EgB0Op3HMfiQHHT8e9K5cy63b1paKp57jq0JH4yplzzPuDjP85Pn4D7+kmu66qprsGnTJg9NmK/nxo4jEuf7IuPaKxKJsGLFCr/tDhbSFrVajtRU19yUN9xwg8/fkrmpfftMAGxfslgsLuXMiOAnFosF50r+ny+Nn91uR2VlJTIyOuHFF7/DwIGj/I43SiXQpUsvpKameMwJ4Zh6SeEEb+cMRqtIrlel8j9+BvLnbSxp/GP71NGjRwEAv/76Hzp37uL1eIEQUnBHZWWloANpt27dol5jNBIIBXeQh0m2u/ui+IJd8UmQkuJd46dQiKHVAk899RJmzrwGDQ0NYTuqBsobb7yBZcuW4aabbsLll18e8eNbLBaIxWJOwFOrGx3NvaWAIBP8ww8/7fIs4uIaTYv+HGdTUpLBMAwqKyuRnJzse2cBbDabSz1VgkajxunT0Qnu0Gg8z0e46qqbAHgmvf71118BsIIf8ZfcsWMH0tPTAbArc4slsIWEt2v2RqwFP2/+oELMnTsX7733nlNrHAeRCHj++Y+walUGfv/9d/z++++49957UVxcjLS0dMFr5mvFDhw4gNmzZ+PYsWN45ZVXBM9ptVohlzfeP63WtT4mP9G4+/kiZeolwpzZbHamslF71B4FWDO9L4GJ3Guj0cil9+ncuQM2bDiIdu06e1QSANgJaMGCBZg2bZrgMffu3ct91uuFHdAJCQmJOHHiuItQNWTISJffWCyNpe78aaCI4Ldw4UKIxWLExwtPb0qlpwBOBNbrr78N+fnLsWfPHqSlpUEkEoFhGJw9exbZ2dkex3rrrbewbt06XH/9zdBqAZOJvUdkDli0aBEmT57ss93BQtoeHy8H3xOjX7/++OGHHzB16lR8/fXXLmUgCUTwy8xsFPwuvvhi7NixAyUlJUhNTXUR/Nz7tzu+BL/KykowDIPU1JSAxxshGIbtA8EkD3fHZDL5rDus0WggEomC0vjp9eGnc2GPx/7r7V6rVGw/Jn0qIyPN63VErXIHwEZrvvPOOx7b33nnHS6Ss6Xx22/b8fzz/8f9XyaTB2XqFYsliIvzLviRl5CYzsLpxMFC2hOpEkXuKBQKjBkzhhNYEhNTXL4TmuyIuWfMmCku24OpQZiUxDq6Cvmp+INhGBQXF8csuINokZRK/04Y3kwnycmpgteamJgYcF+1Wq2c6SAQSDoXAIKO4OHiLpjMnz8fK1euDOi333zzDYDGQRsAUlLaoUOHDi77VVZWIjFROIo+LS2Dyx9H2uJr1U+ier3hzXkcCC4dije2bduGefPYoIfvv/8e27dv91p6y5/mmgh+fI0fAHTu3NXronTYsBE4efKkV+0LERpyc3ORk9PL57WkpqZx5yYkJ6e77KNUsv0vkPeR74/qywogZHKvqKiARCLBgAEjoVKpuLRkHTuyPt///vuv4LHcc1uS4A6iQQxlbPKHe1Dcd9+txUcfLYNeHwej0Yhvv/3WqwBz+vRpyOVydOiQA4CNWiY+o0QoDNbU6+1e//TTTwCAxMRUwe8DhbhWhKMt92fqFYlE0Gq1QQV3BHJ/IgEp3Umej0Yj7MIQDCEJfi+//DI++eQT9OjRAzNnzsTMmTPRo0cPfPrpp15XypHi3XffRefOnaFUKjFo0CBs27Yt6GMIqVQvuKA/brvtPu7/crksKFOvRCKGVssKdV988YXLd0CjqVejYTuf0WhERUVFTIJhyKTI79Tr16+P6ES+du1a7NrF5i1r1y6dZ+ptnOw2bNjADUh//fUX9Ho9unXr7vIc9PpGDZM/FXlaGitgBpOHjfDJJ5/g448/RmVlpcdxNZrIm3rJRJmYGOf3up566lnudxkZGc6I8KuhVCqxZ88ej2PHxycE3Fe9mbcDMfUGmtcyGNxTQx08eBATJkxAaWkpfv/9d599lFwzSURN/tyzDDQ0NECt1ghen07HLp2NRiP3zD/88EPBSFcgEFNvo1Dtfq7OnbNc/HRCwf3579q1i0tM7f7nr+pKcXExVCoV5+Mnl3uaiz375ksAvJees9vtUKlU2LTpCHJzswXNUHK5HC+++AZGj54AhmFc/O2SkuLd7mfgk35GRmNd2TvvvNvHdXgKfuS90GgkuOiii7nod7KI8DfPnDx5zDl2uE7SwbguBMrzzz8PgK04pFQCQ4eOwMSJ17osSLwJ5kePHkVWVhbatfOMCiVjM1+w8W/q9R7Ve9tttwGAxxgf7J9OF57gZ7FYYDaboddrfZ5Ho9EENO6T+8N3UQrnL1BTb2VlpTNfsNLn8QIhJMFv2LBhOHToEK6++mpUV1ejuroakyZNwqFDhzB06NBQDhkQy5YtwwMPPID58+dj586d6NOnD8aMGRNUyaVAkcnkQZl6xWIJJ2DxS455avzYJ3Pq1CkkJyfjySefRLQhbSCC32+//YYRI0YgPz8/oud5/fXXIZPJ0K5dJ24bMfVarVYMHz4co0axDvgGgwFJSUncaqZx/8BNi2TlE2jaHT5kUBISZoLx8SsoKOCiFH3RmFvMf1LU2bMfx8aNe3H8eC22bTuJ4mI7Pvroe6+apoQEVvCrrq7mVu9C1NfXo7a2NijNLz+PH0kDEUmEJsa8vDy89dZbGDduHMaNG+f1t2Ty9rXyrqqq4syhQpBAJJPJhF9++cXlO6EFBRH8QqFPn344ePCg37qhvnA3350+fZpL6eGOL1OvwWDAuXPnkJWVBaPR6KLx8wVJVu1L4+erf23atA///VeE6dPv5bTJ/AWpVuteH1jGHdd/21g/rXff/QQLFrztdT8hkzu/3QMGXITdu3djz549nMbOmxaeZCHYuZPVCJKEykQra7fbccEFF0TUp5uk03EPHuKfw5vmavPmzcjKynHpR9dey/p1knE0Uhq/Ll3YAIS4OOEE54FCskOEeg+JxSs+3nfuXG/ZHDZt2uSyAG1M4Bx2NryAIP2yqqoKOp0uqDKGXo8Z6g/bt2/PrTxixeuvv45Zs2ZxSZXff/99/Prrr/jkk0/w2GOPBXwcIR8/d0iqgUAgPn5aLXDLLdOwefNGVFRUICkpycPHLy6OnUhJ2TYhDU6kIRMNGQxIzqdIB3uUl5fj7rvvRVqaFjYbKzST4A4yAZGVMz8RriuNk4+/Z8Qw7A6hCH6E3Nxcj/NotYELfueffz4AVrvy22+/4c477xT0oyQTZXq6XjCBqCtSnH9+T4+tSqWw+e2SS4Zj27Z/MHPmTNjtdq9asv79++PQoUPo27dvwD43fA3s5s2bcd555wX2wwARKpdmNpu5+8XPO+gOWZixZhrhfT766CM0NDRAq/Ws9QywiY/JOflpcwBh8yLbb119/NzlHL1ej7y8rh7nGzhwIBwOB7Zs2cItgHxx7tw5/Prrr5g5cya3jYwnL7/8Oh555AEYjUbs3btH8Np8aa5feeUVSKVSTJgwEfv3v4i6uvqAajenpPiOfuSnNhGib9/GSgUkEIYfDNeuXbzbb0WQSCQBLcLtdjsuv/wKTJvmO+m+SuVd46fVAj179sC5c+dc+rq74Ld9+3acOnUKSqUSNTU1uOmmW5ztlqJr164umt1du3ahqKgIWVlZfq8hEEaNGgW93rOOblVVY0WoBx54AKtXr3b5vqamBtu2bcONN7L+iIsWvYwnnngE7dqlA2h8pu4+fr7WiTKZd8Gvc+fOOO+8wMcaX4QTGEUWcOnpST7bIiT4/fPPPxgyZAg+++wz3HLLLQCIokcs6FcbCmRN4+1ea7XshFFfXw9+bV8hAjUghiT4LV26FFqtlivsTVi+fDkaGhpw6623hnJYn1gsFvz77794/PHHuW1isRijRo3ymv/LvcwLEXT27v0Xen08tz0hIR6dO2fBZDLhwIEDAFgNQGFhIbZt28ZN7ocOHfLoGJmZmVxkaUHBNpjNZhw9ehTJycnYt28fl7n81KmjKCjYhhMnjgMA9u3b5zx3Ag4ePOghhGVkZCAtLQ1VVVUeebOUSiW6d2fD+Il5lU+3bt2gUqlw6tQpVFZWcv50+/btc/HPKS4udjFhSKVS9O7dGwArkLqvsnNzc6HT6VBYWCioZa2rq4NSKUdBwTbY7VYcO3YMFosZhYWFLsLZtm3bcObMGdhsNhQUbEPnzp2RkJCAkpISnD3bqFUqKNiGuDg9srNzYLVaXRzHAXDFwWtqarB//34PAbBDhw5ISUlxuQfubNu2EwUFrmac8vJSNDQ0oK6uDh9//DEGDx7ssspKT09Hu3btXJ7Z3XffDYANxCAD1H///cdNGFu2bEFcXBwslnrI5VqcPXvWQ+hJTk5Cx46d0NDQ4GESFItFkMk8X9e8vDwolawmkJzL3SwVFxeH7Oxs7pjHjx93ueY+ffpALBbjyJHDqK931UZZrY0aox07drgcW6PRIC8vDw6HA7t37/ZoW8+ePSGXy3H8+HEPDVG7du2Qnp6OY8eOe/yupqaG08SqVCqP6+natauLBo+NEGf3SUlJQXZ2Do4fZ02Rx44dQ3l5Oerra7F377/o3ZudzPfv3wez2YIzZ9hF0ObNmz1SyWzZsoUTSuLj45GVlYVz586hS5c87N69DceOHUNi4jZIJDJujDh8+BB++eU3iEQirk2ZmZlITExEWloSNBoNfvjhB047pdVq0aVLF9jtdvz3338u53/qqaewZs0aXHHFFaisrERtbS0X2Td48GCXfd37sEqlhE6nQXV1tcf9s9vt+OSTpRg3bhw36R8/fgx2O/s+pqamon379qirq+PORyALuurqauzcudNjjCAa5aKikx5jRFJSIjp1yoTRaMTBgwdx9uxJAKzWkqDVynHo0H8u6YkkEgkqKyvRoUMHwfdGr9cjJycHZrMZJpPJ416cd955kEgkOHr0COrq6lFeXgqDwYBt27a5jBGNz8xTu1dUVORyHwcNGgSA7RcPPPAQJk++hjvvRRcNxqFDh6BQKNCzZ0/s3LkT//77L9duuVyOnj3ZhR1/jCB06dIFWq3wGJGUlASDwYDExCSP6+T7Ex4/ftzjuRMN1ahRo1FQsA3V1aygSALDqqurYTAYsHPnTgDswmP3brZ/exsjzp0rhNVqhdVqRXl5uYtVoLy8HDKZDCKR1e8YceLEcVRXC48R1dXVznMf4a5JoVBwNcsLCgo8FrtkjDh9+jS3eKyoOIeCgm1ISUlBhw4dUF9f7/LO2+12nDlzhltk7Nu3jzvf2rVr0a1bN+TksHORWCz2uP9CcgQf/hhhMDTKEXa7FXV1dRCJrCgvL/NwVSkrY9+juro6MIznu96rVy/IZDIcP34MhYUB1qBmQqBLly7M2rVrPbavX7+eycvLC+WQfiksLGQAMJs3b3bZ/vDDDzMDBw4U/M38+fMZAH7/hg0bxuTn5zOLFy8W/D4/P5/Jz89nunbt6vHdfffdx4wfP55JTEz0+K5v377M559/7vPcgwcPZgYMGOCxffr06Ux+fj7z8MMPe3yXnZ3NtUkqlXp8/9ZbbzH5+fnMsGHDPL676qqrmGuuuUawLUlJSdxxk5KSPL5fuHAhk5+fz0yePFnw9zKZjLn66qs9totEIubjjz/2eg8efvhhJj8/n5k+fbrHdwMGDGDy8/OZzz77TPC3crmcmTlzJtO3b1+P726//XYmPz+fue+++7yeOz8/3+t3Qs8FADN16lQmPz/fa/8i91Cv13t89+KLLzL5+fnMxIkTPb4bN24ck5+fz7z22mse36lUKmbo0KEB9WehPubrOpcvX87k5+czPXv2FOwv3n7Xs2dPJj8/n1m+fLng9x9//DGTn5/PDB482OO7m266icnPz2dyc3MF+8ugQYO8nve1117zej0TJ05kvvzyS+b222/3+E6v13PPJj09XfD3Tz31FDN+/HiP7cOGDWNWrFjBiEQin8/c2xiRn58v2Ka+ffsy+fn5zFdffeX1el966SWvfREAc8UVV3hsy87OZm6//XZGIpEIjhEAmAULFjB9+vTx2D558mQmPz+fWbhwocd3SUlJjFgsZmbPni04Rlx66aVMQkKC4BgxatQoJj8/n3nrrbe8Xkt+fj6TnZ0teD2+xojXXnuN6dKli+Axv/rqKyY/P9/nGHHhhRd6bZOvP7lczuTk5Ah+l5ubK9je9PT0sMaI7Oxs5qKLLvL4TiKRMACYtLQ0RqvVenx/2223MQCYsWPHCrZ39uzZXsdpX2OESqVi8vPzmbvuusvju/j4+LDHiCeeeMLju44dO3L3UKVSeXxPxohx48Z5fDdx4kQmPz+fefHFFz2+k8lkPseI+fPnM7fddhsjFos9vgtXjvA2RnTv3p17B4SO+9lnnzH5+fkuY0RNTY1PeUrEMMF7+CuVShw8eBCdO3d22X7y5El079494nVOAXbF1b59e2zevBkXXXQRt/2RRx7Bhg0b8M8//3j8Rkjj17FjR6xatQrx8fHcdrKa50vqDz74IBi7Ha+/+CLO79sXAHDoyBE0uPnnZHbqhHnPPYfN//yDJUuW4LPPPuMqc2zdsAEd2rdHh9xcvPLKK7jkkktgsVg4P8hx48aBsdvxfy+9JKzxS01lNX5u2iqlSoXuzvqbu3bvhnsMd7euXaFSqTD11lvxg5sf32dLluDfnTvx1rvv4oWFC3HpJZdw30llMvR2rkT37NsHm5t5JTcnh9X4FRW5rOYHDRvGfX7rrbcwaNAgWK1W/PPPP/gxPx82qxVLFi9Gd+eK558NG/Dcyy/j5OnT+Pjjj100fkVFRdxq+p9//uFW80IaPwC4/PLLcfecOZhy5ZWodzM/dejQASnJyazGj6dVAIBRl1+OJ598Eg888ICH1nT16tUuici/XLoUXXipHNLT09EuPR21tbVIdkb9qdVqrjRflTM9yH9798Lu1Ig89OSTcDAMfv75Z5+r+U6dhDV+IpEIb731Flcw/umnn8aIESOg0Wiwdu1aF034Pxs2uPw2Li4O2VlZkPOKrvPfF7KaP3z4sIf/WWVlJednd+P112PunXdy32m0WuTl5rKreTdtFQD07NGD1fidOCGs8UtLQ/+hQyGVSrFz506MHTsWF1xwARYtWoRLhg7FX87cYlvXr3fRuHbNy4NareauJy0tjYsg5K/mu3XrhssnTED+jz9iypQpuP322znz3b59+2CxWHDw4EHceuuteHb+fMxbsABr166FRqPBoEGD8H+vvILBAwdi74EDKK+sxMybb0Zyx4547rnnMHz4cPzzzz8YNGgQZDKZX6tAYmIiysrKMGbMGHTu1AlPP/ooAECr06FLTg6r8eO5fez87z/MdrqD/Pz998jNykJtbS2++/FH/N9bb2HTpk3ce7JhwwYP/zylUomjR49i8uTJWJmfj6SERj+rr1eswOIPPkB5eTmWL1+OGTNmoGePHtBqtXjr7bd9avykUilGjBiBJx59FKNHjPAYI5bn5+Ob5cvx999/e2j8EhMTkZnZqPHbu3cvZs6cibTUVJQ497VYLDhw4IBL9DO5znfeeQfjR45Emdtx9Xo9N7aMHTuWSyBNIBq/I0eOoL6+Ht9++y3efPNNbPzjD3Ts2BEpycl4bN48fPn11/j5558BsClr+NHlE6+4Ak8+1JiAmIx5IpEICxYscKlFvmTJEnz44YcYeemleOTRRzFmzBh8+emn6OI09coVCvR0Wmz4YwShS24uO0YUFrqMEYOGDcOD992HX377DaNGjeJMjwS73Q6RSIQ5c+YgNzsbD82d6/J9WWUlLr/6avzxxx/Q6XQ4cuQIbrrpJnzwwQd44IEHMO/JJ3HXrFlYkZ+PW2fNwv3334/JkydDJpN5HSM+++wzfPXVVyg9dQrlFRUuGr9pd9yBnr164auvvgrLKlBdXY3evXtjwtixuGPGDACAQqlED2dKuYL//gPjZuMkY8TpM2cw77nnsHHzZixfvhwAvGr87rvvPijkcqx2jiX7DhzAjytX4plnn8Xl48fj6UcfRU52Nj796is8/cwzWL9+vcs5heQIPt7GCKvVihMnTmDSpEmorq720PjV1tZi9OjRnGy1bNkyl++Jxu/YsWMoKirCyJEjUVNTw1kVhAjJ1Juamor//vvPQ/DbvXu3S1HmSJKcnAyJROIRHl9SUsLlM3NHoVAIpiXo16+fYDtlMhkGDhwIgDVrHjxwAAP79+e+79VdOEs6wzBQqVQYOHAg/vzzT267RCKBxDlhdevWjTv2+vXrUVRUhF9//RVnTp9Gt7w8r9edmpKCVB9Fowf26+f1OyE6ZGTg701sWZzOmZku18fnAh9peTp36oTOnToJfpeamoqBAwdyqv92GRkoLSlx8QMZ2L8/4uLikJCQwN0TgBXU+Kk4+N/xnw0fvV4PY0MDengpRA8AaampSEt1TSlgtVqhVqsFj+vexzZu2YIbrrnGw6k2KTGR+3z77bejU6dOmDdvHhoMBhw8cgSDePdWq9VCoVRySb6zsrK8+vzExcUJXqtKxfrbvfTSS3jkkUe47e4TrLdnynfEFjo+MT/x4ZvIk5KSvB7b23YA6NrFe5Z5h8OBIUOG4I477sCkSZM4v6QjR4+iXbt2KC4uRp/evX0GHthsNo/rSUhIgFqtRnpqKqxWK7p27Yp+vHelr3Mxp3U6zCQ4F4JxcXHIyWFTXbTPyMDA/v25Sf62m9nau+RdLi8vx8CBA12CPXzVSs3IyEB2djYsZrPH/ZJJpS7bHLzFnMVi4caIbTt3QiKRuFxvx44dBfsS8W3q2qULsnlj9QdLl6J3797QarVceyurqpCdk+Ny3MTERMF+otVqYTQaBceIH1euhFQqRefOnT3mB+5ane8cGZvrnYLE6NGjIZPJvPqRMgyDDhkZyHIbe/i6iw4dOgi2GQBnGiwvL8drr72G9PR0ZDjnDqVSCbVazf12+vTpWLlyJT799FN88MEHSEpMFOzjDMMgMzPT5Zxr164FACQkJnLzTI+8PJwvcL/6OfuhEFmZmchy5tsjJvXvf/wRdrvdY+zkI5fLodfrPdq72tmuLl26oFOnThg4cCBuvPFGAKygazQaoVGrOaUCuS5+/3YfI7Zv3w6DwQCpRIJ2aWlo56wlC7ACbmpqKvd7b+0FWNOsN1JSUqDT6ZCcnCz4DAZccIHX3+ZkZUGlUqFdu3aCYwR/W2ZmJs4VF0PmdLTr27s31jsXn7+sXIlHH3iAHfMZBlKp1Ov1eJurCO5jBJkrZTIZMjIyXKLTgcZ62yaTCfHx8V6P3a1bN2Q4y8L6IyTB7/rrr8fcuXOh0+lwiVNjtGHDBtx777247rrrQjmkX+RyOfr164c///yTq8XpcDjw559/cv5VkSQpKQkVlZVAAIEDDqezJwCMHz8eTzzxBADg0IEDaO+UuvlCwzDnRLJu3TpW8g8jOMEXVp4zbFpaGkpKSlBfWdmYALa+PuxzO9y0je4TEAnumMpfndbXw2I2+8yHFiharRZ1tbVBXQcjEsFkMnkVJtxzUb7/4Ye4f8YM5AlMrhkZbALg559/HkuWLIHNZsPkG2/En+vWgeEJkBazGVpdePmXyETpHlU6YsQIPPbYY3jxxRfZDQL3orq2NqT0PZmZmfj7779xyy23wGIyRbyvkudw++23A2jMxVZcXIxLL70UxcXFMFVUQMnTVgKuedpIpQZ3JBIJbBaLM52LcFQvuacVTs2KRqPh8uLVV1fjCE/LbHNq5cPJh9m1a1e2JJif+2jkaT8aamq4/R3OZOl8vOXxI9fcUFUF8BKcHz12jIu4JIn4i4uLA4rqBdiKHHW8NvGxWywB5zcj5zMYDJg5cyY+/vhjn/uLxWL2nG7338HzkQvkGvKcQvTRAweQ6VyI2cxml+c6adIkLF26FFOnTsXHH38Mm8Xi9Zm5LxTJ9ev1eu6YNoMhrHeHLO5SU1Jw4OBB6HyMJXK5HBaz2eN8dc7oVqHf8p+pzSmIBxK1mpycDKvVirqSEujdog6sfnJeBoNcLocxxLmyuqqKi772Rbt27VjrD+8cx483+iCvWr0aQ3r3DqqPRwIy3hsMBqT4UAIFQ0jxyAsXLsSgQYMwciSb7FKlUuGyyy7DpZdeikWLFkWkYUI88MAD+Oijj/DZZ59xWfYNBgMX5RtJkpKSAq5CQmr1AqzQ4HA4kJ6ejsPHjnmkc+Gj0WhgiHC+OD58M/fs2bMBAPUNDZya2RKBepLu0XbuK0Ii+O11BrMQfCXCHTNmjEfgkDe0Wi2nMQiUxtJywpNEJwFtprcXXSQSYf78+Zz20Gq1YovTjMoXTqw2W9iDINEeuAt+Go0Gzz77LObMmQMAggLell27Qs7bOGTIEKSlpUWl8LzZbHbRyvPv88iRIwEAJoE0Dvy2uCfRJUilUhiNRtjtdq+CH+kD5VzNX40zz6ESdfX1WOzMyanVamF3Ps9wBL/c3FwusMkXDTx3Gf5nh8PhMZZ4M+mQa3YfY44cPYrcXLY+tk6n464n0EpCOp0OdfX1KK+s9Hj//aVz4cN//wJJUWG327Fy/Xrc7UyVwj+n0DG9kebUSpXyFgw2Xr1dgB2vp02bBqVSCalUyj17QseOHaFWq6HX6zFlimsSenIcuVzemI7GRz3bQDjsDPDT63Sora0VHKMIMplwDtp6Zz/QCoSFajQabhy1BZGgmIxJFbzIbIIljNRH7vTo0QP/OpNqB0tVdbWLa5c30tPTcejQIZzhVQ8qPncOo0ePxoABA3Dcaf3gz/exgC/4RaraV0gjmFwux7Jly/Dcc8+hoKAAKpUKvXv35srARIupU6eirKwM8+bNw7lz59C3b1/8/vvv3IscSZKSklBVVQVHQ4PflY/dmcKAIBKJkJeXh8NHj8Lh9FXxKvgZDEAUqnjs2L8fa3hm5x49ekAkEqG+tpbzwTQbjWGf2+Lmz+mufVAqlR5+Y4zRyAp+KuGcfb///nvA59dqtWw0bxDXYXa2OVANBwDYvdwrvuZQKpXCbrdzgrWxpgYa5zWGk/+NkOo0V3ubWDntQn29x7m++v77sM4tlzvzWka4r5JSYYRx48bh3nvvRceOHTnNq6m+HnATbkxO7du3337rdZEglUo531lvWjFiej/j9Ksh++l0OtTX1XG/l0qlsDn7TTiCX4cOHeBwOHDPvHlY7CbA8GngaR2MDQ3cfXfYbNxYsm7dOpSWlnrtx+RaGurquN+bzWYUFxe7lB9TKpVcqohA0Gq1qKurQ0r37rhjxgy8P38+953Nag34/qh4738gY7jdbsdNd9yB+vp6PH3HHdBpNGgwmaDmtVvlZUxxb79KpWI1dc77YrNYvL6fEomE9cPj9X273Y5HHnkE83nXTiDXL5PJGt/JMMfajc7FJIkAFiofR5DL5ay1x+18BU4fUqHr5P/G7lxoBaLxI4uO2qoqwE0bxZY3jIzGr3fv3mw94SDv4fGzZ7Ftxw4ub6svSIql/QcPoqNzXCD5LXNzc1FUWMjeH6s1poIf6UMGgyFi9zOsDIRdunTBNddcg7Fjx0bNt8+du+++G6dOnYLZbOacq6NBYmIiHA4HqgOo3Se0Cs/Ly2M1fk4ti0/BLwpsdXOk7dOnDxISElCwf39ENX5m58qyc+fO2OAWVACwA0qpWxCDzWaDJUKDglarRV2Q6n+iQQpkovvqq68AwGPFzx2LJ/i5D6gGnlAcCcGPvGPecrORAULoue47eDCscweT1zIY3BMHS6VSvPHGG3jwwQe57WaB85qtjXkivSGRSFDrfH+9afzUajVUKhW2bt+OuLg4TjOg1WpR39AAI09gIpqlcAQ/IuC8v2SJ16TAANDAm+DcNX5k0hk+fDiuvfZar8fgTL28Y1U7xxv+eE2EpWA0fkecJrD1Gze6fGd3OAK+PykpKZw/5VNPPeV3fzvPpeZkcTHGzZyJbpde6qJ1DOSdFolEiIuLQx1v7HXX+PGRSCQeGlpfmk3yfKRSaaPgF6bG729nLeG169cjISEBF/jwa5PL5YJjwBvOoEMhZDIZd40nnD5lgQh+vjSaFh/CdLB06NABJSUlQY1BJwoLkXPxxaivr/co4ygESZHG1wSbnZYpiaSxQgn/HYwF/HsYKcEvqBHs559/RkVFhUuB7ueffx4LFy6EzWbDpZdeimXLlnGr6JYMGRgrS0qQ6Ochu2v8ANaX55tvvoHdh7+ERqNhy7bV1kY8C7jd7QXJycnB/fffj6effprrSJu3b8cDkyaFdR6LUyPy7rvvcv6efJRKJZeTbfr06Vi6dCksznxR7Z0RseGgVqtReu5cUL4fJqf/lK9JIjU1FaWlpZzPosPNv+R4cTF2HD6MhoYGbtXrPhF8tGwZnnQGBERC8CNCSZWAWYV/fktNDTRugqpCLseMGTPwySefhKQhl8lkgn5D4eJu6uVDno9JwIfT7HyGvoQVqVTqV/AD2Hf97NmzGDt2LGdyjI+PR0VFBattA1vSba8zUi8cwY/f3q07duBigYCaN777Dut4UddVVVXc9dsFfPy8wQl+dXXc76udizC+zxO5z4Fq/JRKJf515nrrkp3t8mxsQfg/iUQiHDp0CHa7PaAJzW63IykxEbW1tZg4fTrn98aPzAz0GhQKBav5d7bdarH41KTbbTaX6/Rl7iPH4Qt+1jB9/P7lZR4YN26czz4ok8lYsy3vfP5Kg0qlUthsNrzy8cd4ZOFCAIFpT8mYJnR9kRjzCERw27VnDzRKJXoFYF1cu3kz99mXhpSgUqmg1WrZqHHntVic45NEImEXavX1sDvz+MUK/rNuEo3f66+/7qKh2rx5M+bNm4enn34a3377Lc6cOYOFzk7T0uHMJAGUibELrADS09NRX1+PeudqW+hFJYlLPw6wKH0w1LtphSQSCefnZ7VaER8fjxU//YTjPH+GUCArS28dkj8QJzsdzIuqqrDFmaolXIgPYTCYeDVevXHo0CHs37+fe8HdNX45o0Zh6pw5YBiGWym6D3JPkWALRGYQJAsqbzVzOcFPwH+MaFhra2u91ln1hTctQijUGY14Nz8fDofDZ6kwTvATWOWbnG0JVPDzZuoFGp3d+/IiLLOzs3H89GkYee//RGcFjUgJftv27xfc5/758/HTypUYNmwYhg4dikJeWTsh64I3OB8/nsawxjl+832eyH0OVOPHf14qt2fnS3MmhEQiCXgys9lsnH8aP5K9jBcI4yvogY9CoXDRJPvT4Lm//772J9slEkmjxi+Mmuw2uAYw8dOZCSH0rlb4sVxJpVJYLBZO6AN8L5b4vwOES+pF0tRLBL8LJ01C7/HjA/JX1vD6pq+oYT4qlcplvDFbLFAoFC4ZEWLt48c/V6SUakGNYPv27cPrr7/O/f+7777D6NGjuXqzSqUS9957r8s+LRXSYS1+fDMMZjOW5+fjwgsvdNlOBiASICI06ZN0B8WlpRH3nbKYzVyme0JiYiLnEzd+/Hh89dVXOHn2LLLD6EzExy8Ywe89Zz6lg2GaH8nxTWZzUPfP5Jz8fGkH4uPjER8fj3//ZWtw2k0m7hw1buZ5sprk+/ZYrVZ0zszkfhMJswfRPvb3kjqFXE/6kCEo/OMPZPCeq9kZRR3oxOiOXC6HoaYmIv308ffew7uffIKeTo2vN4GDbDcJ+MGaA3iGYrEYW52Z931NYkKmzvbt2+PQwYMu+e8IkRL8qv3cz+7du6O6uhqFZ88K+vj5g/iYHTt1Cne+9BLemD2bWzSEo/HzdQ3B+PgFypIlSzBz5kw4HA7YbDbMnTsXc+fOxbFjxzBmzBg2+4KTiRMnBnRMhUIBE29s9yf4WXjvfyD7A6xGkxOMghyj+FS6+VF39GMpEfLHtToVAd5Km0qlUlS5LSgDeY6cxs/t/gCRN/XyKSstRaqfSF1+blziUuAPmUzm4h9JLBI2m43V+JlMgha+aCISibg5xW/ZvwAD+IJ6Q+vq6lx8QzZu3OjiWN2zZ08UFQVYMqSZQwQZfylPDjkTVroHthBtVqVzpSb0Es2ZMwf33HMPRA5HxE1o/HQp999/PwC2A11//fX46KOPuLDwoFOhMAy2njiBXhkZ0CmVsDhXkoEIfuScRAvz1ltvBXlVwsc3BZFmhGEYnHQ+s0AmOvKC251modK6OqTxavHKZDLuutwLystkskZTUgRWvykpKaiurvaqKeXnh9p39CgyeHknLc6Va6jo9XqcOn48Iv10jTM31htffw2AFbKE4DR+Amakeuck5Uug2+r0i/K3n5Dgp1Cw9VyNRiNnBiNESvCr9fLu6XQ6tG/fHq+88gqeeeYZ7Ni+vTGdSxCCH8BqOj/6+muUlJRgZN++AM+UTQhW48ffr8otrYs9iKjeQCHR3TabDVarFUqlEjk5OZz2Y79Tg/2///0vYDcG8nxJ2xsaGryaNqVSKRpCMPW6CH48s3KwlLulK0p1y0nqjkKhYH1T+SZ45+cRI0Z4bXNFCO3jTNkC1xdJjZ/7mGeuqwP8CF8kIfTgwYMD7ttyudwlbRVZMDscDlbj5zT1xlLwA9h31Gq1csqTcAnK1Nu+fXsuI3V9fT12797tUjOyoqIiIPVwS4B0FCGzGR9iAnBfSRHNymSn0CW08hGLxejRowcq3DKWRwKSPqShoQGvvvoqt/2+++7D+eefj5tuugkAa3YLhk83b8bg6dMx+cUXUWsycffH2wvOf+HISrW0ogJdu3blcoiFQ7Cm3rf/+ANXOvM+BiL4kUmWBOn87VbPNSMjg9uHDIIMwyAlJQU1vBWn1WaLyOo3Li7Oa+oLvkBQWlODCQsXYrszBYGv9DmBkJycLJiyIRTIoPm304/Nm/+NL1PvMaepL9DC94EIfvz7o1AoUFRcjCPHj+P+++93EarDGfT570OdlyAdh8OBO+64A1qtFu3bt0dhURFn2grG1Auw103ydposFtQYDBCJRC6aX3JvgvHxI79z1xJZoqDxI8dbsGABzpWUcM+JCAMvvPsuAASV48zd1FteVeV1Ug3V1Mv/HI6p191M60+IUavVXFASweYnFZFMJgs6SI78DvAM7mAYBrYIjXlC+JuXAaC0uhpZWVnY5CxYEAgymQxW3rEtVqurjx9ib+oFGseoSN3PoN7Qa665Bvfddx+eeOIJrFy5Eunp6S4mzh07dgRsS2/ucBo/P065RIXuPqm6J4z09sA0Gg2bXiUKGj+ZTOaxiu3Rowd27tzJTSQPvf46bvrkk4COyTAM3nRqadasW4e4deuw5cMPAfgX/CQSCRKdlS5Kyst9+lwFA2fqFbh/fxw7hjNVVZjOM41u5pUWC0Xjd8itfB5fW8V/xkOHDsUvv/ziovGL1iAoxE3OkmAnz57FvtdeCzuKOikpidU8RKCfksi8yspKJCcne00DxQl+Aolbz5aUICEhQTAnmRC++ps3jZ/BYIDBYMDdd9+N48ePcyUDwxFs+M+g1mlNuOubb9BgMmGpM2iOL1SkpqbCaDTCWFUFtVwOR5BmJrVajWKnH6/VZEK1wQC9Xu8iPGZnZ2PDhg0Ba0VI29q3b8+6svCeTb3BELI7gTf47009L1WRVCrFokWLuIT5wTwXd41feWUl+npxoRAK7gjU1MsJRmEkP3fX+Pl7jzUajUdhAKvzs7cxSCqVugh+gSpwOFOv2xxm9eP7HQrcMwNgqa8H/Izfe48e9VlJRwj35NfE1NvQ0MBp/BxNIPiR+xipOSQojd+8efMwYMAAzJ07FwUFBfjyyy9dbsDXX3+NK664IiINa2oC1fhZnKsA9wfibr7yNkio1WqXdAuRwuInYTDRGrlnnffFlsJC7N6zx6VkjD+NH5m84+LiGh2zIy348e4fwzD45dAhFNfXY/TcuZgxfz4cDge2FRZi3YkTLv01KMHPuWKuaWhAbm4uV4+5Ha9EDv8Z5+XlwWKxcNqq+vr6gIWUSEK0dOGaejt16oSamhqURSDhOD+xeE5OjlcNJif4CQSVGEymoO6nrwhFbxo/gNUodurUyaX+eKRMvSRNy3tffIFPnX6vgKtGgQvocd6zUDR+BKvdjur6eo9F6W233Ya4uDguj5k/iOYjNzcXlZWVqOdpzmqjIPi532/+c5o1axb3OZjJ2F3jV1ZR4VPjx9doESf/YEy91jDSuZTX1rq8I/6EKbVa7ZG025/GTyqV4qwzjQuAgE2K3jSaVqdiIZKLXb5lwBLA/fzvwAGv5f+8IZPJXJ6V0Zln1EXjF+Q7GAnIfWySdC4qlQqff/651+/XrVsXdoOaC1xwh0AiTD5W54Ds/kDcV0zeXgC1Ws1OABEW/gLxr+jduzdUMlnA5168ahWys7MxadIkbHM6zVu8XD+B3IeUlBRuoi4pLUU3L3WPg4UT/JzXUGgw4IoHHsCNzrJ+AHC8rAyDnCXBbualrwlEEOJMvc5+UG8wQKvVcs+T73vCf8akfnRNdTVEej2MRmNA2ePDZcKECfj1118BsMK20dm3zObwSuSRvGH/nT2LkT6qBgQCf8L15a8klUpZE5RAcEeD0Rjw4mHBggU+B2qhyhXkMxHs+d+FI/jxhQWb01mcQyDQgEvhU1uLDJkM9iB9/PiLG4vZjJKqKg8/uMGDB3uNFBeCTIAXX3wxfvvtN+w+cwYXOxe6dfX1EYnW5+M+dvL7Md/nPGiNX20tYDLB4XCgwo/gZ+c9K3/5HPnPWCqVQiQSsYudEMf4iupqJCYmcpG9gQh+ZWVlMNTVQUM0js5x2lub3d1lAs3Ly2n83K7P4vwcScHv448/xnPPPYfffvvNI9jGnQqTCUVFRaEJfs7AGIPVirKyMnTq1AkVFRVNFtxB2sX/N1zCFltffPHFoAaNlgJn6vWj8bN60fgBwIABA7jPPgW/AFLGBEsg5XL69OkDZYBaoEqzGct//RV33HGHy8DuT+NHVmkymYzTBJhMpohp/FQqFaxWKzcZmZzt2X34MLdK3s0LOOLf61A0fvVOgYMMoO7Jhwlkcq0xmVDt1FjFIr/l8uXLMXbsWADA+eef35isO0yNH4mqK+b5LYYKX+PnS/ATiURISEjA+z/95PGdwWQK2Bw1z0eFDKCx77qYYZ3XudmZC+z888/nvouUD5tQCgx3bRLpM1UkqpdhghL8+GOA1W5HUXm5RxH4YCHv1fnnnw+5XI4P1q/nvqutr4+qqdf9/3xNWDCTMd+Xq8Y5fnjzEXRPj2J3arO89QMyJthsNohEIjZFSBipkMpra10EMX+CH3Hjud3plgP41/i5J4W/8cYbA2qbN42m1Xm+SJp6Bw8ezGUM8Tcv73cKySGZep3P6rhzDMjNzXVJ4CyUvi3aNDvBb9GiRQHXtG1JcKZe4rvg5Y+kMxF6IKtWreI++zT1+jlHKH8WiwVyP52Ey0gfwPGW794Nq9WKW265xUVo85fOpXPnzhg9ejQ+/PBDl4k6UmZPzhxYXc1GXDkHMENDAzcp/MXLl7bCqQ3z1WY+XB4/p9+HwWiEVqv1qSUCGjV+1VVV3MIoFho/qVTKCZ3Jycmw2Ww47cx4H0ihcm+oVCrExcWhqLw87L5pMpm4nHn+FgAKhQL7DhzwOEYwGj9/kIWMS5oSt8Xs448/zn0OV/DbtWsXrrzyysZ3j1Bfz0VfknMQgftESQnrXxSkxo/fx61mM4pKS13cE0KBJGrXarUYNGgQzjrbVllZidNnzvisIxsK7gsWb+9tMM9FLBaDcfpsEXcI4oPsjl6vZzMROPue1e0ZuUOOU8NLFG8kPnch/JVXV7toI/1N/qReOnkuqK+HzTkuemsz35Xh5MmTuOeee3yew70tNuIXR+6RM91SpP2aXdKs+bhnZ52JyoPti5zGr74eZ53CY8eOHSEWi9nFf309q/FrIlOv3/sZjXQuwucJrfB7c0cikUAsFrNmKV+mXqfZSmgw4mt4vD0wlUoVFVOvxWqF3I+Gh4tWC+DcWw8fRr9+/ZCenu6SQNSfqVcikWD16tXc/9VqNRoaGiJW4o8T/OrroWEYrs7k2cJCboX2O68KAp9ACsOTlR1n6m1ogCYpidvOn5T4gghn6q2vB+N89rEQ/IDGZ0Emi08LCqBQKDBhwoSwjpucnIxKXt3XUGAYBhaLBVdffTUKCgqQm5vrc/8HH3yQdd53O6fBaPSr8eMGcT8IPUui8fvaqTWRSqW48sor8eOPPwZV41mIvn37Ij4+HuXFxa71X41GTrNM2qTT6dCpUyfsLyoCOnWCg1e2LBBcBD+rFUXnzoWt8bvyyitRUFCAPn36IDc3Fwf37AFMJpTU18NmswVtXvOH+3vqa6wJFC4hr8nEmSW9acT1ej1qeP1+0ZYtALwnUifvOfleqVSyvr4hvjc19fUuY4e/Betll12G8ePHQ8wzv9qc81Qggl9aWlpAYyPQuDB2rw3sTyEQKpzg58fUW1xVBY1GE7SCgdP4mUw4W1UFsViM9PT0Ro2fycT64EY4ct0fzU7j15rRaDQw+DHD+jL18vEVTRVuHUfBdvkJ7gDg4rDqjwazmdMYdenSBW+++SZUKhXnZBvoC05exEjlI+IEP+cChJhhyIQ/ZMgQHA6hUgWBM/UyDL46eRKrNmyAlZeywpvgR0yYNRYLqpyDYKxKGZK+Ru7x2j170LFjx7AFz7i4OFSHGdxhcQo2nTt3xokTJzBnzhyf+5OFgvsCs7K21u/1nDt3zqXCgzeuu+46ZGZmYujQody2K6+8EgAwfvx4btunn36KdevWRaTvkveenybkWEMDbAJmxO7du2OfM/ekg2GCEnD472WDxYLSCGj8ANZNBOAJNQDX9mhHr7u/R6QfBKPxE4lEXIomf+2Oi4tzSQa89dAhn+cjGveLL74YAIIy9a4tK8PfblG87hH5gYy1qampLmnC/F0j39QbjEsIiVy2ub2f0QjuAHiCn5/0OMU1NSH1c74LQGF1NdLT0yGTyViNHy+dS1MFdzRJOpeRI0firrvuwiSeg/z+/fu5FWR5eTkGDhyI484C3i0dnU7H5tryEYbvT+NF8FkOyFkDkI+VYSALcNUlRH1DA9o7tU7e8HZuIRpMJqh5qye5XA6z2cxdf6AdkghqEdf4OU0Ldre8hJdffjk2uhWSDwa+qfeZb78FwNZOFdIS8TVQREiuqa8H8UaJlcaP9DUyOW/YssWlHFmoxMfHo5pX9zUUTM7BU6lUcpVrfEHuqamuDqr/b+/Mw6Oo0v3/7b0T0t0hkEAICYQ1LCoxgKBeAVHgcQN3QcXxp4wLV1TEGcUFGMftjl4dQLl6VZzBgQdxcLkjqAzKDCigYZNgIJAQDAkhC1k73Z1ezu+PVBXVnU56q67uSr+f58nzpCuVqlOnT5361nveRTTZHj91CpddeWW3/9vV0p0vEydORHl5ude2a6+9tpPYTE1NxdSpU4M6ZiD4pNC1otyIB6urkcGJSrG4u/zyy/HKK6+g5uqrQ7b4ifflK85IGXwhTqAeaDlRKnwtvVdeeSU2b94c9lKvi5szuvp/s9kMu92OdqsVesYwPDMT+1JScM899/jdPyUlBc3NzcJLrl6v7yihGcR9M/3ZZwEA7PXXhW3tTidSQhR+er3ey5Ug0DWKfW2DtfbxJCcnd6oN7IxCcAdwfr73TVfjy5mGhrCEn8FggJWb407X1SGL0zaCxa+1FSerq5HpU0kk2sTU4vfdd9/htttuw7Jly4Rt2dnZ560ibjdO+eQ5UzIpKSlo9WPxO2i1QvXEEyhxOAQn1kBv4V19YeIagDxnnE7olyzB/9u5EwfDtLDUNTYGTGiq1Wo7JSbtCqtPQIbBYIDH40Ebl8U8WCsEX5842BI6gRCEH/fZLXpYq1QqPPLII9iwYQMWL14c1vHFFr9z3NKNy+USHPO7svhpNBqYzWY0Op1otNmg0WhkS+fCT+6ZmZlCm6Q4t8ViQaNPubpQaeXGW6j596yicWp1uVBZVYURI0ZE1JZYwlv8KkXzy4mGBsFyIr6fFixYAKvViq1nz4aczkUcQNLMPfy7S20TKv4sftEWfr5LyWvXrsXq1asxfPjwoI+hVqs7Wfy6ajf/EtfMjUGX240Lxo7tds4zmUyCgCouLsbqjRuFv5W1t+NTzgdNjK/VjMfX4hfMXCu+PvGxu7rGDz/8MOAxuyIrKwuVnHXx1/Z2qJ54Aj9yVkupX3ZNJhPS0tJQGiCg9My5c2EJv/T0dNRwL2NNVit6cy+PvMXP7vFg74EDgp+rXMTU4gcAa9aswZIlS/Dzzz/jo48+kszBOh7pyuKXzwnfkoYGOLlEyV29JWVlZaGysrLLL4z3s2MtLVhz9izuysjAv7mbaO1nn+HL77/HWa7SRCjUcclxuyOQxe8nhwM5Oh36qdUdFj/RmzYveFpttpD8OLKzs1FRUSGJBQoQCT+bDRD5+AEdUYfJycm44447cMEFF4RVQ5qfZOe8/LKw7fe//71QDUHs7+X7HVssFjS1taHd6URqamrIb9Lh8sADD+Dzzz/vSNeTlASrRLnVkpOTUV9VFZHFr4Vb8gq2PfyYa7NahRJNpZzQCOVBH2/wFr8qUcnDNrtdCE7yjRDPy8vDj7/+ChUQtvDjK4VE6qMoxsvix1l5oiH8+Bdkf/VfzWYzFi5cGNLxVCqVYMFxBmg3byFtam5GX27O1IbzAObum6Hc84OtWOH15xJxpKrYehZGBQxhaZI7zv9xddG7usbs7GzU1dWFlNeVZ0BmJqq4RN57OEH29vbtADrX2I0UlUqFnJwcVPokDvflTF0dLhBl1QiWAQMGoIoLinG5XNBx9wpv8fulsRHt7e245JJLwr6GcIi5j9/s2bOxZ88eHDlyBJMmTeoxy7r+MJvNaLLZwBhDocMBl8cDm+gtyuF2o7q1tVuB9dlnn2HLli1dTtb8gDrt8WDhmjV44tAhVImsfM4AYev+YIyhrpu8VOJzd+fjN/Gll3DpX/4CAJ2EHz8AW0IsBfbtt9+ioqJCch8/m4+PHwAsX75c+N3Xb6Wr+rC++H5vW7duxZw5c4SUJP78YcZzFQAsFgua2tvR2N4u2zIv0JE8+sSJEzCbzYJ1RwqLn285o3AI1eLHW1vqROO0jmtDoJql8Qxv8auy26HRaDBo0CDYnE7s5R5mvladSy65BHtLSkJOHiu+v5u5eUVyix93L/AjIxo+fgcPHuxUFjMS1Gq1sJQfrMWvietLV4iVG/70pz8FtbzeLLq3PmlshGrZMpS7XGFV3RGvJL1dXY23PvkEQPeivE+fPhg9enRI5wGAXikpsHEvY7257/5YWRl69eoleWofAND7JFn2R9XZs2FZ/LKyslBTWwsnY3C63UJ/8VG9x7h7SO4KZXwQnFSrRmG9mo0aNQo//fQT5s6diwkTJmDjxo1BZ31XEsOHD8cPO3fi8IUXYsJ//RdWzJ+PO0QRcfuqq/H+tm1C+Lw/xndRBoiHfzPjo65O19ejRuSUm56WFnI0WKPbDbfbHZTw65RE1oey8nLAbkebTxQlP7nbQkwMHCiKM1QEi5DDAahUcHMWpcLCQhQUFAj7ia0c+/fvDzrM33eC5294PuGp77U3NjYKlr1UiwWNNhuMLpdsgR2+8P0jqfCLIKq3hRvnwT4Q+HvrcEMDLuaX3LjzS50oWE54i1+z3Q6TyYQU7uE5m/Pt8n1AT5w4EX/7298wZuDAsC1+vD+h5MLPbkelzYYrXnkFQHQsfnl5eV7lQSNFHNXr4uaMrgQrP86aHQ7A44Hb44E2BOEnTjLvFC/n+txHHlEAyK1vvAEAONjcHJbw02g08DCG5rY2LFyzRtgejaAEg8EAKxcJm8SJzZaWFkmCiPwhBER2MQ/tc7nQ1NQUlivIgAEDwBjDN42NcLndMHJjmTfQlJw7h4yMDFlf5IGOfMk33nhj4GuKdjoXi8WCL7/8Ek8//TSuueYavPrqq5g3b164h4tL8vPz8f7776OOU/lHq6vxf2q1cBO+vH49AGBUBClt+AHFR1V9tXMnAOCPf/wjiouLse2bb+BqbQ3pi6rjhEcwws/a1oZ9VisKuruG1lZY29q8lvX5yb0twooQkcILmta2NsDlEt7efUWBWPiYTKagg0t44Tds2DDs379fECxdWfzEufJSe/dGcUUFBsdgouBJ4gSvZMKPy3EVLk2cEAlWtKWkpMBsNqNOtNTbzPW90oWf0+mE3eGA0WhEclISSkXLbP4sfi6XC/tKS5ESQj5GXvgNHjwYv3KJzKVc6tXr9Whvb8ePopfVaPv4SYEg/FpbAyY35ue91rY2gMt9GspSb1JSEtrb2+FuaUGbWHj53Ef+vK3PtrYGlYzfF/76NvpECEfjBVRIgdLaCrEdLhrWPgDQ6fVdzkMeAFdyq1QzZswI+di87/l1b76J6ZMne1v83G4cra6W3doHdLzAT5s2TbLjhST/fX2UVCoVXnnlFfz1r3/Fc889h/vvv1+yhsUDo0aNgtvtRjHn0G5tb8f20lJMnz4df/jDH4T9QvUvEcObkH1DOObOnYubbroJNbW1OBuib9iv3ETmW5rJF61WizPV1Ri/cqXfSUeMr8VPEH4hLvVKDT+5tHAPOH7i8X1wigVZKJMo/4aclJTkNZHdeuutyM3NxfTp07v830mTJuHgL7+gsa0tZsJPcotfhKmHvuLERyhL/WazGc0ia0iTywWDwRBRJZJYw1st7G43jEYj9AYDvvn+e+HvdXV1XvtfcMEFHcmsjx0LyVeUv09zc3OFlCRSWvy0Wi3cbrfXA18Jws9fOpfu6tgC5+eWUCs38P29lTHcxJW69Ie/O6vZ6QwqNZcvvFDZXV0tiD2z2RwVP2ODwQAHd3+KA1RMUQpm6y4F2s8qlTDOw4k/GDFiBJYsWQKgY0lf62PxO1JR0e0Kn1IISfh1laz5jjvuwK5du3D48GFJGhUv5OXlAQAOc5VJrDYbGlpbkZmZKSxtT5o0CbfeemvY5+D97NpE9UvT09MxZMgQQWgIyTGD/NnV0IC0tLSAbybiyauZM9V7/fDY7Whra/Mv/GJs8dPr9dDpdB3R13a7sNTrOzGLJ7xQhB9/HN8UEjk5OSgrK+tWwGRlZcHpdKK2sTFmS71ZnHO1FG/f4jqW4fwwmw3vfP45gNCWnCwWC5r4JOd2O+okTAAeK/ilXnt7O4xGI/bv3+/1d98ky3q9HhdzZeOSQ3ig8X6QYn/IYEvdBQN/L4lLmilB+Ak+fnZ7wNq7gvDjxr5YEAQDL/yuf+stfLtnj7CdicY07HZhqXft2rXCPm63W1jqraiowMmTJ4O+Po/Hg31lZbj++usBwCsXoZTo9Xqh0IFLNA6iZZHXarUdL6B+5pgabjUgUH7Q7uCf++2imtkajQYOhwNHjx8PuQxcPBJyOpeucmONGzcO+/bt8xq0SicjIwO9e/fGz1zyVKvdjkYuizoflRppXi/+Bn1FJJp5c7NQADvEt7RDtbXIz88P+HAVC/lzXUxkKpUKTpUKLpfLr/BrdThgiKHwA7i0OwEsfmLCsZg8/vjjIbeL76+qmpqYWfz4pMRnzpyJ+FiRBnec5R6Az3K5yoLFbDIJy7sA8N2JE8iWOY+W1PBWC5vLhSSjEStXrsTDDz+Mn3/+GY2NjV7JpHnGccIvFOvt888/j/z8fOFhBgSf3zAY+PtDnFBXKcKPD35wBmnx461Z4Vr8fHH5zEP83DV16lQUFRUhIyMDbq7SjU6nw8CBA4PKfQmc9/FraG6WvISeLwaDQRD+4tkhlBeUUNDpdF1a/PjvKNQ5xvf4QIf/unip1+FwwOl09giLX0h36JQpU7r9e58+fTB//vyIGhRPqFQq5I0ciaIjRwB0WLcauYoBGo0GTU1NEaez0Wg0aLVa8ZVomYcvKs9b0pw2GxCggoiYw6WluP6GGwLuJ34DrHc4MMSPz4RarYaVy//lz8evoqYGA4OcjKKFyWRCq93eEdzBLf/5m5ifeeYZvPjiiyEtEYqj/0KF76+a2tqYWagWLFiA5cuXY86cOREfS6fTda4vGwJVnBAOtS2ZAwagrKICsFjgAbCzsBBXBkjeHO/w1lPe4jd//vyAc+eQIUMAhCb8xo4di/3792P16tUAOu4VKS30/EPSIVqxUILwE6dzcXH90V3KLQAd1qz29pAtfuPHj8e4ceMwd+5cbN68GXu5EpLOtjboRILZI0odMmbMGKGWuiMMdxpe2NpsNkF4ioPdpESw+LW2wiWaW6NV3UKr1cLRxTzEnz+SMciPA7tI+ImfJwkn/BKR/pmZ2M2Z5602G85xy6iANKZsjUaDVm4Af/zxx17LxsIySggWqladDqVlZUHVyxTXmjzn8wbFp0VRq9WCQ7L4zZW/IU6ePo1JfqwTcpKSktKRHy4pqVuL3/Lly3HzzTdLavHoDrGFNFZCxWg0ot7HwTtcIrX4VXFWgVBrxebn5+PNHTuAYcPQwI27Bx98MOx2xAOZmZloaWlBZVNT0MEWvPCzi90wgoRf6pd6+Y2fBxyilyMlCL9Q0rkIS738/iGmc+nbty8OHDgAAGhvbz8v/Lqw+PGCSavVwuXxoKWlxctHORh4Hz+b3Y6kpCRUVFSEfIxgMRgMKC0vByZP9vJT5Mer1Oh0Oq+E7mL42UkK4edr8QM6/OYDFUZQAvF/h8YY8RLdr1VVcDqdERc5F8MPqOzsbNxyyy1efxOWenm/qiA4rNWCMYYLLrgg4L5Noki8elFBbwBwcu1SqVRC4IT4ocHfEDabDdnZ2UG1LVqk9OqFVs7HxM1NyP5ufK1Wi3xuuUwOxMIvUFofJRBpOpeqtjao1eqQ8++lpaWhuaUFzGbDcc7aFa1UEXLBu4oUHj2KSZMnB/U/ubm5ALzrqgYLbyXsH6CMY6gIFj8F+vh5eB8/kdDyh7DUy/mVuT2esK/xmWeeQUZGBh544IEO321Rv3l8rEsajQZNDgc8Hk94wk9k8ZM6kbKYzzm/3ULOQgl0VAIR17mWEq1W2+U85BL1XbgIws9u72TxG6HgpPFi4v8OjTHiG87J3aRSPnT4AZWbm9vJ90xY6nU4gl5e263RICkpKSiLn1j4neOy729KS8OSXbtQxNV5VavVfnOviSe+WAs/k8nUIfxaW+HmbtpIbnyp4CfbRYsWyVa1I5pEms6lSq1Gv379Qv5uzGYznE4nHFYrHjlxAgAUXa4NOH/PnGtoCPpFcsyYMbjvvvvCyp7A37tSWysULfy4pd6/19QI27raF0BHrtXW1pCXesWoVCrh+3ba7YCotjg/d/Hn02g0qOdEfqjCjw9G8Hg8kkZx+2PSpEn4+eef0dTeLljcbr31VkmDiMQIPn7+lnq5PoxkDApGDZHw41+cjFHuy4iJdh6/RMGfU76UEZr8Te7vmOEs9Z622zEoJyeoyFVe+PXp0wf1nLi7Y9MmeDwetHD+IGq1Gs3c+cUWP/HxL+JEYqxIMZnQWlsL6PVwc22NB+GXlZWFsrKyqL5ty4kg/MKkymrFgDBemoSSWVotfi4pwQ033KDoqh1AhxAzm81obm4O+sVJr9fjvffeC+t8/INLar8r/sFYJnoIR8u3S0oEHz8Au44cwfz587t8OVOpVB3ZF7jPoQZ3+ML3me9Sr8dn7tJqNDgXpvBTq9WwRqFSiz9eeuklvPvuu2hUqWSp1yxE9fpByqVeu0j48TrA08USs9Ig4RcAf6JGysSU/E3uT2AKS73cm2YwnHW5gn4o/uEPf8DixYuh02pxzuGAu61NGNi8z59KpRJyqPlb6gUg6/KpP1JTU3GsvBxgDG3cAy4ehB9wfnmuJxCpxe+MWo0BQZbKE8M/9Jrb2+HxeDBz5sywzh9vDBw4EL/88kvUoy6B83NWuIFKXcHPUWu3bZP0uNGG9/FztbWhsbExYOCiVqvtCO7garhKISx8V3LcPuJco9Gg2U9gXTCo1WrYuP+NtvDjn12N7e3gpWw0hV+3Fj+uDyX5fpxO4Ti8YaanCL/4fzWLMbNmzeq0Tap6ecD5m9yf8OOXen8J4XjVra3oH6RV5ZprrsHRo0ehNxiw8ptv8IRI2J0TObXWokMAdiX8Yi2yhg4ditLKSgDAfZ9+CiD2beqJJCUldeQVC2PZ2q7V4udTp8KyfgoWP86HKBq1YGMB3xdyCD8p5ywxSljW9Qfv43eOC6wJlFBcq9UK1qRILX78EugqX4ufqG38Oa2cH1uo1VbEVldxKp9ooNFo0L9/f5Q6nXCh41kRTauv4OPnBynOL55f+PHNZ2WIVsCK3JDwC4DRaOz0oIk0hYuYYCx+j332WdBJckvPnAl5cPIOuX/eulXYdo6zDKhUKuxubsaY0aO9UgrE04Q/fPhw1NbVoVF0s8dT+3oKvABr4WqchvKzsXdvVFRWhlXlhrf4NQQoraU05BR+Us5ZYpQqwvml3kbuc6ClVD7RfjgJnH3hReaft271ukfc3DwsDu4IV/jxx8jJyZG8Pro/8vPzUXTuHI60tUluVfZFp9N1+JT6mWci/W744/McO3YMQMczZuPGjV4Vu5QMCb8gOHHiBF544QXhs5TWpGCEX7A41Gr8WlkZ8o3+4YcfYvbs2QCAb775BgDwAzcJ5fTvj38ePYqZPpbPeHr48o7+x/v0QUpKCl5//XVF+BkpDaE8ns93/0pWFoadO4eGbh5OPzkcGJWXF1YOLF5wnuMsJPE09iKBF35y+IDyfXhDEPk9Q0Gp3wW/1OvrV9cVWq1W8F+LVFx0FWDDt0Vs8Wvl/PTCtfgNysmRJbAsNTUVTQ4HVn79ddTPNXDgQJyurvYrMF2IfEyK//+hhx4C0PGicNttt0ma0SOWKPOulZmcnBzcf//9eO655yQ/tpvzpfP3xilenmEtLQFv4JN9+oAxFrLwy8/Px9///nfU19cLzvv/+8MPAIBMiwVFJSWdHtjxNOEP50LsjzEGq9UateLgiQ7fr80+PqfbzpxB6alTeG3kSLzoU2OW55zJFHZABi9a6rmxGU9jLxKuvfZa1NfXh/xQDwej0Qi73S55eUV+Trr22mvx5ZdfSnrsaMJH9TLOohZobhXqw7a2RrzU6zXXi338fMpNajQaIXl+uMJPjrEFdDyrioIsJxcpubm5sFqtqFep0NfHzy9S/0vgvIvVzJkzccUVV0R0rHiFzCJBEq3kly0tLV0eX6vVCqljrEHU6z3BOfGGY9rXaDTIyMgQHu58cudtP/0EALj44ou99o+nWqkmkwn9+/fHPrsdjLGo+TMlOoLFj8t/xv+cs1oBAJ8cPw5Xezs8djvaXS5ck5aG4t69AbsdDXY7UsOMhtfr9TAajTgXoKaq0pg4caJQUUMODAaD5Naf4cOH45ZbbsHbb78t6XGjDe/jx9fHDbRC4LXUG6G4UKlUuPfeewEAp1JSztfq5YwAXj5+3L0VtvCTKf2IyWTCOa6m/bfffhvVc/E+knY/9XqlWOrNy8vDsmXLsHLlSimaKy9BLrOT8AuSaL058WXTurJSffDBBwDQ7TIazwnuARlJnkF/vkCDBw/uFN2s1WpRUFCAP/7xj2GfS0qGDxuGN7nIwnZR+ShCOrpa6q2sq8OUKVNQcvIkdKdOQVNRgY9HjMDWvXvxOOeX12i3R5QGyWw2o557MPYU4dcTSElJwaZNm2TxU5QS3sePiT53h5TBHcD5XLD/J7KC88EdYosfH0UaqqWWP0a0I3p5+Jft1NTUiOvXB0LIb+vnO5BiqVen02H58uWKzxXaHTSDBolKpcKqVav8+uJFAm/x60r4CaHyKhWyA6TRaHC50Ldv34j82zQaDZKTk72qA0zuorJAYWFh2OeRmlGjR2Pnrl0AgOnTp8e4NT0TL4sfNxYdWi1q6+pw991341//+pew72vl5QCAY2fOAG1taNDrIxJ+FosF53rYUi8RO3gfv6CXejUaYanXpddHPAaXL1+Ol156CVZRzVk+uEPl43cYjqVW7qVefgXo9ttvj7pPoZDf1k+aMymWehMB6qEQ+M///E/Jj8lb/LqqoSkIvyCi8myMIUmCGz0lJcVL+F177bURHzPajB8/Hu+++y6uu+66HpMwOd7g3+pbREFHNb17A7W1yMzMxFdffQWTyYSbbroJNZyrQHllJVhqKhqamyOz+JlMqCGLHyERgo8fJ1ICiRWdTgcnt4wmhcVPp9Nh0KBBEMsWD5eGxFf4DQ0jhYjcwu+3v/0thg0bhssvvzzq5+Itfu1RsvglAtRDMYZfQu2qhib/sGzUagMmzrW73ZLc6L7RxJMmTYr4mNFm5MiRAM77JhLSo9VqkZycjBZAGIvt3IuJ0WjElVdeCQCYOnUqNm7cKPxfnV6PhoaGiIRfSkoKvvr3vwEoN4VIIjB//vxYNyEoVCoVPIyBORzC5+7o27cvariEy66UFEnERUqvXmj1sfiJV2v2/vgjAOD6MCKx5RZ+RqMxarV5fRGWev0kk29xuZAc72XV4gDy8YsxixYtQmVlJdLS0vz+PS0tDTqdDqcMhoDHsnk8ktzovpOglLWJowUfddxTMqvHKyaTCc2iN22+KLpYjA0dOtTrf86mpcHpdEbkJvHY448Lv9MbfXxitVoFn+R4R1jqDdLiNyArC1VchK3b45FG+KWkoFU0X3ngnVaGXw168cUXQz42f5xo1cuNJd2VMj3rdKJfv35yN0lx0AwaY9Rqdbe5gXQ6HS668EK8ffo0ZvXvj6EVFV3ua3e7JXXmXbhwIQYNGqSIyaNPnz5Yt24dCrgaw0R0sJjNaPR4wDh/O6efpMqPPvooXnrpJeHzGW5MRpJEeM6cOcLvJPziEyXMEzz8Uq/Hx6+uK9LT03GiqAjM6YTL5ZIkl2tKSgo+P3QI7zidUAFwMeZl8du6dSscDkdY5+KT8g8aNCjidsYbvMXPAQjzEE+N3Y5+Pi+eiUSwqbMVYfErLy/Hfffdh9zcXCQlJWHo0KFYtmxZwkRvjr3gAhSfPInrAkwAdoksflVVVQCAJ554Ak8++WTEx5OLu+66C6NGjYp1M3o0qampaBKlDHByIkwsxjIyMrB7927885//BADUc2My0iVaXliQ8CMiRRB+nNAKFBDXq1cvtHHLwlIFEOzZuxe19fV447LLAHS2+M2aNUtIrB8q5Vxwla/1vScg+Pj5+c4izR6QKChC+B09ehQejwfvvPMOjhw5gjfeeAP/8z//g6VLl8a6abJw5513AgCOlZfjp5Ej0Q74/WlzuyXJ28Qvl/bEt0UiMiwWCxqdTmHM2bnJ159fKL/8Xsv9LVLhx5e6IuFHRArv4+cUfe6O5ORkWO12tKMj6b4UFj/ev3vJ999j1eWXw4XAAjRYzp49C6Dn1JYVw88jNo2m8zPQ4YhaecKehCKE36xZs7B27VrMmDEDQ4YMwQ033IAlS5Zg8+bNsW6aLFx11VXCUtclx47BCfj9qbfZJElevHfvXmzdupXKnhGdSO3dG7V2uzDmHKJks77wSclruYdqpMJvxowZAMiPk4gc3sfPFaSPX69evWC12eCEdBa/Tz/9VPCJfHTXLtT7LPVGwgsvvIAVK1b0SOHHW/zsanWnZ6DVbleUy0GsUOyTvampqcuAiJ5IU1NTt3+vT0lBYXExpkyZEvG5Jk6ciFk+tXkJAujI6bi3uBgtnF8qH9zh70FoNBqh1WrRwC0NR/qw5C0kNs7JniDCRUjnwn0OSvhZrUI9XSmEX0ZGBu69917BH3b1/v1hpW7xR1ZWFp5//nlZ6vTKjRDV6+farDYbWfyCQJFrJidOnMCqVavw2muvdbufw+GAg/PLAM5HSTmdTqEmrVI4dOiQ8PvZvn1h5kr5CH/Py4O7sBCXXnppXFwb34Z4aEsiIFd/z549G4sXL8aXBQWY3dCANlG0ub9zm81m1Ikc6CNp3/333w+z2YzJkyfHfFzR+JYXqfvb4/HA4/HAzokIl8vV7bGNRiOcTieemzoV2LEDjDHJ2rJkyRL89a9/xdGjRzEyLy8uxpQSxrdVp4NN5NrUnJKC+tpaqNXquG63L1L2dbDHiKnwe+qpp/Dqq692u09xcTHy8vKEz5WVlZg1axZuvfVWLFiwoNv/ffnll7FixYpO27/77jvFmYMvv/xyfPHFFwCAL5Yu7WTC37NnD1BYiAMHDqC0tDQWTfTLNq6MGiEPcvT3yJEj8VpJCdI3bMDBgweBwkLs3LkTx44d67SvVqtFCVcdYe/evaivr4/o3BaLBVu3bo3oGFJC41tepOrvo0ePwuVy4eC8ecChQ9i1axcqusuYwI3hlTt2AACKioqwZcsWSdoCdCRAXr9+PcaMGSPpcSMlHse3m0vkXjRxIvo9/bSwfcuWLcC77+Lrr7/20gxKQYq+Fhde6I6YCr8nnngCv/nNb7rdRyxwqqqqMG3aNFx66aV49913Ax7/6aefxuLFi4XPzc3NyM7OxrRp04QSM0rhmmuuQVVVFQYPHoy+mzZh4sGDXn+v4JIs33zzzXGR4NbpdGLbtm24+uqr46I9PR05+/uXX37B0qVLoVmxAnncua6++mpkZWV12je9b19ouIfm1KlTceGFF0a1bXJB41tepO7v8vJyqFQqjN2wAQBwxRVXCMFIXWGz2YQsBwUFBZInLI5GZahwiefxzRiDSqVC7r59mPjee8L2sokTAQAffvihInLP8kjZ1011dUHtF1Phl56ejvT09KD2raysxLRp01BQUIC1a9cG5QRrMBhg8JP4WKfTxd1gDobs7Gzk5ORgu0aDWT5+TlaVCsnJyXFnyVRqXysVOfr78ccfx9KlS1FsMiGbG4fJycl+z5uUlISjJSXC7z1tLND4lhep+lun08HtdkPFuSEYDIaAxxW/tBiNxoT43uN1fOt0OrgZg1b0HGxAh99kTk5O7BoWAVL0dbD/r4jgjsrKSkydOhU5OTl47bXXUFtbi+rqalRXV8e6abKiVqtx3XXXYe+ZM3AAXj9NKpUQRUkQ0cRoNOKySy/Fvx0OOAI4uxfu24eWlhYAVGqNiB/0en2HXx/3OZggiNGjRwu/R+qyQESGXq+HQ632ega2ADBJkNUiEVCE8Nu2bRtOnDiB7du3Y+DAgcjMzBR+Eo2LLroIx8vL0eoTyt7kdiOVhB8hE3NuvBH/PHQIzX4SOHcFCT8iXhCnBAGCE35iV4YbwqifS0iHXq9Hu0rlnc6FMZpjgkQRwu83v/lNR11FPz+JxujRo+F2u1ExcKDX9ma3myx+hGzMmTMHdrsd27kosmCEHyVeJuIFISVICMJPpVLhhRdewJYtW9C/f/+oto/oHp1O1ymdixP0chksNBMrDH654UT//hj866/woEO9NzudSKVSNYRMDBs2DGPHjMHnP/0E4PyDtDtoUibiBX4shmLxA4Bnn302am0igkev16MdgEu0jSx+waMIix9xnrS0NPTv3x+lRiOsvXohD8A/J09Gg92O1NTUWDePSCB+/9RTAACTyRSUNS8YcUgQcuBb77UnJjruyej9WPxcjNGqQpCQ8FMgE8aPxw+NjfiJs/79qNXiZE1NjyzPQ8Qvd955J+69916sW7cuqP3NZnOUW0QQwRGOjx8RP+h0OrTDO8DRRRa/oCHhp0Cuu/56/HjkCA5zEUwf7tyJ01VVAfNQEYSUqFQqfPDBB5g9e3aX+xQXFwu/S1HYniCkQLD4cYKP6pIrC71eD6ePjz8t9QYP2UUVyGWXXQa3243vTp8WtlksFqqvS8QdSsygT/R8fIUfWfyURXJyMmyMwS3a5vJ4El74BRvuSq85CmTUqFEwm80oOn4cAPDRRx+hsbERaWlpMW4ZQXTm9ttvx8UXXxzrZhCEgBDcwX0m4acszGYzmp1OtAPCj9PjgY78iIOChJ8CUavVyM3NBQBMmDABd955Z4xbRBBds2HDBhQWFsa6GQQhIKRz4T6T8FMWltRUtLpcXtucHg8FdwQJCT+FMpGrS5iUlBTjlhBE96hUKnqwEnGFENzBfabxqSwsFgta7HYK7ggTkscK5c0338R9991HkbwEQRAhQhY/ZWM2m9HsU6+efPyCh4SfQklOTsYll1wS62YQBEEoDiG4g4sMJeGnLCwWC1qsVq/gDicJv6ChpV6CIAgioeAFQjv3mdK5KAuLxYKm5mavbU1tbUhOTo5Ri5QFjXaCIAgioSCLn7KxWCyw2WywabWw6nSoT09H8YkTKCgoiHXTFAEJP4IgCCKhEIQf95mEn7KwWCwAgNbUVLx18cW4ubYWjDFkZmbGuGXKgIQfQRAEkVDwws9FFj9FcuGFFwIAKgYPxvaDB4XtlMs2OEj4EQRBEAmF4OPn8QAg4ac0hgwZgt69e6O8Vy8YjUZhe+/evWPYKuVAwo8gCIJIKNRqNTQaDQk/haJSqTBi+HCcam9HU1OTsH3AgAExbJVyIOFHEARBJBx6vZ6En4LJ6NcPv4pEn8lkEnz/iO4h4UcQBEEkHHq9Hk53RyY4SueiPDIyMnC6pgYAsH79epSWlsa4RcqBRjtBEASRcBiNRlgdDgBk8VMiWVlZqK2rA9Dh85eenh7jFsUeFuR+JPwIgiCIhGPY0KE4Xl4OgISfEhk/frzwe0pKSgxbojxI+BEEQRAJx6DBg+F0dlTrJeGnPCZMmCD8TsIvNEj4EQRBEAlHUlKS8DsJP+XRv39/4ffs7OwYtkR5aGPdAIIgCIKQG3FdVxJ+yuTTTz/FgAEDKDgnREj4EQRBEAkHWfyUz5w5c2LdBEVCMpkgCIJIOMQWP7IYEYkEjXaCIAgi4SCLH5GokPAjCIIgEg7y8SMSFRJ+BEEQRMJBFj8iUSHhRxAEQSQcZPEjEhUSfgRBEETCQRY/IlFJqHQujHVUsmtpaYFOp4txa3o2TqcTbW1taG5upr6WAepveaH+lpdo9Df/PAA6ngkajUaS4/YEaHzLh5R9bbXbAXiPbX8klPCrr68HAOTm5sa4JQRBEES8kJaWFusmEIRktLS0wGKxdPn3hBJ+/M3966+/dtspROQ0NzcjOzsbFRUVMJvNsW5Oj4f6W16ov+WF+lteqL/lQ8q+ZoyhpaUFAwYM6Ha/hBJ+fJJOi8VCg1kmzGYz9bWMUH/LC/W3vFB/ywv1t3xI1dfBGLUouIMgCIIgCCJBIOFHEARBEASRICSU8DMYDFi2bBkMBkOsm9Ljob6WF+pveaH+lhfqb3mh/paPWPS1igWK+yUIgiAIgiB6BAll8SMIgiAIgkhkSPgRBEEQBEEkCCT8CIIgCIIgEgQSfgRBEARBEAmCooTfyy+/jAkTJsBkMiEjIwNz5szBsWPHvPax2+1YuHAh+vTpg5SUFNx88804e/as1z6LFi1CQUEBDAYDxo0b5/dcX3/9NSZNmgSTyYT09HTcfPPNKC8vj9KVxSdy9vfHH3+McePGITk5GYMGDcKf/vSnaF1W3CJFfx86dAhz585FdnY2kpKSMGrUKPz5z3/udK4dO3bg4osvhsFgwLBhw/Dhhx9G+/LiDrn6+8yZM5g3bx5GjBgBtVqNxx57TI7Liyvk6uvNmzfj6quvRnp6OsxmMyZPnoyvv/5almuMJ+Tq7127duGyyy5Dnz59kJSUhLy8PLzxxhuyXGM8IefczfP9999Dq9V2+UztFqYgZs6cydauXcuKiorYwYMH2TXXXMNycnJYa2ursM+DDz7IsrOz2fbt21lhYSGbNGkSu/TSS72O88gjj7DVq1ezu+++m1100UWdzlNWVsYMBgN7+umn2YkTJ9i+ffvYFVdcwfLz86N9iXGFXP29ZcsWptVq2Zo1a1hpaSn7xz/+wTIzM9mqVauifYlxhRT9/f7777NFixaxHTt2sNLSUrZu3TqWlJTk1ZdlZWUsOTmZLV68mP3yyy9s1apVTKPRsK+++krW6401cvX3yZMn2aJFi9hf/vIXNm7cOPboo4/KeZlxgVx9/eijj7JXX32V/fjjj6ykpIQ9/fTTTKfTsf3798t6vbFGrv7ev38/W79+PSsqKmInT55k69atY8nJyeydd96R9XpjjVz9zdPQ0MCGDBnCZsyY4feZGghFCT9fampqGAD2r3/9izHGWGNjI9PpdGzTpk3CPsXFxQwA2717d6f/X7Zsmd9O27RpE9NqtcztdgvbvvjiC6ZSqVh7e7v0F6IQotXfc+fOZbfccovXtpUrV7KBAwcyj8cj7UUoiEj7m+fhhx9m06ZNEz7/7ne/Y2PGjPHa5/bbb2czZ86U+AqURbT6W8yUKVMSUvj5Ikdf84wePZqtWLFCmoYrFDn7+8Ybb2R33XWXNA1XKNHu79tvv509++yzXT5TA6GopV5fmpqaAABpaWkAgH379sHpdOKqq64S9snLy0NOTg52794d9HELCgqgVquxdu1auN1uNDU1Yd26dbjqqqug0+mkvQgFEa3+djgcMBqNXtuSkpJw+vRpnDp1SoKWKxOp+rupqUk4BgDs3r3b6xgAMHPmzJC+s55ItPqb6Ixcfe3xeNDS0pLw34dc/X3gwAH88MMPmDJlikQtVybR7O+1a9eirKwMy5YtC7t9ihV+Ho8Hjz32GC677DKMHTsWAFBdXQ29Xo/U1FSvffv164fq6uqgj52bm4tvvvkGS5cuhcFgQGpqKk6fPo2PP/5YyktQFNHs75kzZ2Lz5s3Yvn07PB4PSkpK8PrrrwPo8I9KRKTq7x9++AEbN27Eb3/7W2FbdXU1+vXr1+kYzc3NsNls0l6IQohmfxPeyNnXr732GlpbW3HbbbdJ1n6lIUd/Dxw4EAaDAePHj8fChQtx//33S34dSiGa/X38+HE89dRT+Oijj6DVasNuY/j/GWMWLlyIoqIi7Nq1S/JjV1dXY8GCBbjnnnswd+5ctLS04Pnnn8ctt9yCbdu2QaVSSX7OeCea/b1gwQKUlpbiuuuug9PphNlsxqOPPorly5dDrVbsu0lESNHfRUVFmD17NpYtW4YZM2ZI2LqeB/W3fMjV1+vXr8eKFSvw+eefIyMjI+xzKR05+nvnzp1obW3Fnj178NRTT2HYsGGYO3duJM1WLNHqb7fbjXnz5mHFihUYMWJEZI0MeXE4Dli4cCEbOHAgKysr89q+fft2BoA1NDR4bc/JyWH//d//3ek4Xa2PP/vss2z8+PFe2yoqKgKux/dUot3fPC6Xi50+fZo5HA62ZcsWBoDV1NRIcQmKQor+PnLkCMvIyGBLly7tdPz/+I//6ORn9sEHHzCz2SxJ+5VGtPtbTKL7+MnV1xs2bGBJSUnsH//4h2RtVyJyjm2eF154gY0YMSKidiuVaPZ3Q0MDA8A0Go3wo1KphG3bt28Pup2KEn4ej4ctXLiQDRgwgJWUlHT6O+9A+cknnwjbjh49GnKwweLFi9nEiRO9tlVVVTEA7Pvvv4/8QhSCXP3tj7vvvptNnjw57LYrEan6u6ioiGVkZLAnn3zS73l+97vfsbFjx3ptmzt3bsIFd8jV32ISVfjJ2dfr169nRqORffbZZ9JehIKIxdjmWbFiBRs0aFBE7VcacvS32+1mhw8f9vp56KGH2MiRI9nhw4e9IogDoSjh99BDDzGLxcJ27NjBzpw5I/y0tbUJ+zz44IMsJyeHffvtt6ywsJBNnjy5k4A4fvw4O3DgAHvggQfYiBEj2IEDB9iBAweYw+FgjHWoc5VKxVasWMFKSkrYvn372MyZM9mgQYO8ztXTkau/a2tr2Zo1a1hxcTE7cOAAW7RoETMajWzv3r2yXm+skaK/Dx8+zNLT09ldd93ldQyx5ZRP5/Lkk0+y4uJi9tZbbyVkOhe5+psxJoz5goICNm/ePHbgwAF25MgR2a411sjV13/729+YVqtlb731ltc+jY2Nsl5vrJGrv1evXs2++OILVlJSwkpKSth7773HTCYTe+aZZ2S93lgj51wiJtyoXkUJPwB+f9auXSvsY7PZ2MMPP8x69+7NkpOT2Y033sjOnDnjdZwpU6b4Pc7JkyeFfTZs2MDy8/NZr169WHp6OrvhhhtYcXGxTFcaH8jV37W1tWzSpEmsV69eLDk5mU2fPp3t2bNHxiuND6To72XLlvk9hu8b+HfffcfGjRvH9Ho9GzJkiNc5EgU5+zuYfXoycvV1V3PNPffcI9/FxgFy9ffKlSvZmDFjWHJyMjObzSw/P5+9/fbbXqnQEgE55xIx4Qo/FddogiAIgiAIooeTmCGTBEEQBEEQCQgJP4IgCIIgiASBhB9BEARBEESCQMKPIAiCIAgiQSDhRxAEQRAEkSCQ8CMIgiAIgkgQSPgRBEEQBEEkCCT8CIIgCIIgEgQSfgRBEARBEAkCCT+CIAiCIIgEgYQfQRAEQRBEgkDCjyAIgiAIIkH4/3EbH0vrRejNAAAAAElFTkSuQmCC", "text/plain": [ "
" ] @@ -121,8 +133,8 @@ "xlim = pd.to_datetime([\"2018-01-01\", yesterday])\n", "\n", "fig, axs = plt.subplots(2, 1, figsize=(6.5, 5), sharex=True)\n", - "si.plot.si(spi, ybound=3.5, ax=axs[0])\n", - "si.plot.si(spei, ybound=3.5, ax=axs[1])\n", + "si.plot.si(spi1, ybound=3.5, ax=axs[0])\n", + "si.plot.si(spei1, ybound=3.5, ax=axs[1])\n", "[(x.grid(), x.set_xlim(xlim), x.set_ylabel(\"Z-Score\")) for x in axs]\n", "axs[0].set_title(\"Standardized Precipitation Index\")\n", "axs[1].set_title(\"Standardized Precipitation Evaporation Index\")\n", @@ -158,11 +170,11 @@ "text": [ "Fit report Head Fit Statistics\n", "======================================================\n", - "nfev 31 EVP 77.06\n", + "nfev 25 EVP 77.07\n", "nobs 1187 R2 0.77\n", "noise True RMSE 0.11\n", - "tmin 1970-07-01 00:00:00 AIC -5976.96\n", - "tmax 2020-12-28 00:00:00 BIC -5936.33\n", + "tmin 1970-07-01 00:00:00 AIC -5977.00\n", + "tmax 2020-12-28 00:00:00 BIC -5936.37\n", "freq D Obj 3.81\n", "warmup 3650 days 00:00:00 ___ \n", "solver LeastSquares Interp. No\n", @@ -170,22 +182,22 @@ "Parameters (8 optimized)\n", "======================================================\n", " optimal initial vary stderr\n", - "recharge_A 0.416935 0.443725 True ±5.62%\n", - "recharge_a 125.364613 10.000000 True ±5.68%\n", - "recharge_srmax 38.350967 250.000000 True ±11.99%\n", + "recharge_A 0.416905 0.443735 True ±5.62%\n", + "recharge_a 125.382206 10.000000 True ±5.70%\n", + "recharge_srmax 38.504461 250.000000 True ±12.07%\n", "recharge_lp 0.250000 0.250000 False nan\n", - "recharge_ks 214.457443 100.000000 True ±63.85%\n", - "recharge_gamma 4.531922 2.000000 True ±14.38%\n", + "recharge_ks 213.901407 100.000000 True ±64.86%\n", + "recharge_gamma 4.633510 2.000000 True ±14.19%\n", "recharge_kv 1.000000 1.000000 False nan\n", "recharge_simax 2.000000 2.000000 False nan\n", - "recharge_gf 0.336926 1.000000 True ±15.23%\n", - "constant_d 0.883905 1.389835 True ±4.39%\n", - "noise_alpha 43.460804 14.000000 True ±8.09%\n" + "recharge_gf 0.335682 1.000000 True ±15.33%\n", + "constant_d 0.885837 1.389835 True ±4.35%\n", + "noise_alpha 43.505202 14.000000 True ±8.09%\n" ] }, { "data": { - "image/png": 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AVZiE75js7Gx88803+Oeff/hneb169XDkyBGsXbu2UIopwzA4ePAg9u/fj/HjxwNgP9CFrFu3DlWqVMGVK1f4D2FfX18sXLhQ1M+a5QCgWbNm+OKLLwAA06dPx4IFC+Dp6YlRo0YBAGbNmoXVq1cjNjYWLVq0yHefK1asCHt7ezg7O/P3ZEGOlXBf0tPTkZeXh7feegve3t4AIDI0KHH79m3Zx+3Fixfh7u6O3377jb9v33zzTaxdu9biugDgww8/xMCBAy32EW5v2rRpePbsGRo2bAiVSgW9Xo958+bxH0pc/5ycHNy/f5/fr5KEKKYK+Pr6gqZp0ctUpVLxL0lr+xSkX0FwcXGRLS/0XU1LS8OYMWPwySefyJatXbs20tPTERQUhKCgIGzZsgVVqlRBUlISgoKCyoW/j5NahStfB5XIeoubxo0b448//ijWdVapUgX37t3jp589e6YYqQ6w0Z7Xr1/Hjz/+iICAAACs/7EUe3t7kdVdSv369WFvb4+jR4/yD6bc3FycPn26yFG8LVq0EPkv3bp1C6mpqaKXUePGjVG/fn1s3boVn3/+uVXrLegDmmP9+vWoWrUqevfubXY5a/oA7HFt1aoVDh48yGfTMBgMOHjwID7++GO+X4cOHXD9+nXRsjdu3FB8CcydOxc9e/ZEy5Ytcf78eeTl5fHzcnNzZefx8uXL0Gg08PT0tCgrwTZUqVIFvXv3xoYNG8AwDHr37i06V9aMVty8eRM5OTkiY0KlSpXQoEEDfjo+Ph4ZGRno3r27aPs5OTlo0aJFgWTmRu1yc3NhMBjw/vvv48svvwRg3QiN1EJo7XJAwUaZCrvPBVlOuC/NmjVD165d0bRpUwQFBaFHjx54++234eHhYXZbSiNGFy9eRN++fUUfkwkJCVbpDQUdKdq2bRu2bNmCrVu34tVXX8WFCxcwceJE1KxZE8HBwQBKf9SFKKYKaDQahIaGYsyYMdDr9VCpVFi7dq3o69OaPgXpV5y0bNkSV65cMXsRX7p0CY8fP8aCBQv4IBcuXyJHo0aN8Ndff4naTpw4UTICFxCKooo05F4SPH78GO+88w5GjhwJPz8/VKhQAWfOnMHChQvRt2/fYt1WYGAgNmzYgD59+sDd3R2zZs2CSqWsVHt4eKBy5coIDQ1FjRo1kJSUhGnTpsn61alTBydPnkRiYiJcXV1lDzYXFxeMHTsWU6ZMQaVKlVC7dm0sXLgQGRkZRXbaDwoKwvTp05GSkgIPDw+cPXsWarUar7zyiqhf165dsWvXLqsV08IM5RsMBqxfvx7BwcGws1O+xiz1WblyJXbt2oWDBw/ybZMmTUJwcDBat26NNm3aYOnSpUhPT8eIESP4Pv/73//Qvn17fPPNNxg4cCBOnTqF0NBQWfqrK1eu4LfffsP58+cBAA0bNgRN0wgLC0P16tVx7do1+Pv7i5aJiYlBjx49CnQcCKXLyJEj+Q+VH374oUS2kZaWBgDYs2cPatWqJZpX0OFZbtTO3t4eNWvWFN0H1ozQKFVms3ZkpyCjTIXd54IsJ9wXlUqFiIgIHDt2DAcOHMCKFSswY8YMnDx5EnXr1lXcltKI0cWLFzF9+nRR24ULF9CpUyd++vbt2/j444+h0+mQm5uL8PBw1K5du8AjRVOmTMG0adPw7rvvAmAtvLdv38b8+fN5xbS0R13K1tu9DBESEsL78Pj4+Cgqktb0KUi/4mLq1Klo27YtPv74Y3zwwQdwcXHBlStXEBERgZUrV6J27dqwt7fHihUr8OGHH+Ly5cuyROoffvghvv/+e0yZMgUffPABzp49iw0bNpSo3OUZV1dXvPbaa1iyZAlv4fDy8sKoUaOsVqSsZfr06UhISMAbb7yBihUrYs6cOWYtpjRN49dff8Unn3yCJk2aoEGDBli+fDm0Wq2o36efforg4GA0btwYmZmZiutbsGABDAYDhg4diufPn6N169bYv3+/RWuANTRt2hQtW7bEtm3bMGbMGJw7dw6+vr6wt7cX9evWrRvWrFkDnU5XYvfQP//8g6SkJJEPdkH6JCcn4+bNm6K2QYMG4dGjR5g1axbu37+P5s2bY9++fbxlBwD8/f2xa9cuTJ8+HV9//TXq1q2LpUuXiobTGIbB6NGjsXjxYv5l6OTkhA0bNuCjjz5CdnY2Vq5cKXqRZmVl4Y8//sC+ffsKfUwIJU/Pnj2Rk5MDiqIQFCQeDbJmtKJ+/fpQq9U4efIkr3CkpKTgxo0b/LBz48aN4eDggKSkpCL5kwLKo3aA9SM0xbVcfli7z9IRo6IcK4qi0KFDB3To0AGzZs2Ct7c3du3aJSuMwSEdMXr69CkSExNlltkLFy7wo6A5OTno1asXfvjhB2i1WqSkpPBxJwUdKcrIyBD58AKsgi0c5S31UZdSC7MiFAvW5jE9deoU0717d8bV1ZVxcXFh/Pz8mHnz5vH9t27dytSpU4dxcHBg2rVrx/z1118MAOb8+fN8n927dzM+Pj6Mg4MDExAQwKxbt65MROUTXjz+/vtvplGjRoxer7e1KC8Uq1atYrp3725rMQgKSJ/lT58+ZZ4+fcpPC6PyJ0yYwNSsWZPZu3cv8++//zLBwcGMh4cH8+TJE77/hx9+yHh7ezMHDx5kLl26xLz55puMq6urKMp+xowZTOXKlZkNGzYw8fHxzNmzZ5nly5fz2R8KG5XPodfrmcqVKzNDhgxh4uLimIMHDzL+/v4MAGbXrl1mt2HNcuaWVcpSIlwuv31mGIYZNWoU4+/vzyQkJDCPHj1i9Hq9VctJ5Tlx4gQzb9485vTp08zt27eZbdu2Mfb29rJc1EJiY2MZOzs7/lwePnyYsbOzYzIzM/k+iYmJfLYAhmGYX3/9VRZJX1iCg4OZWrVqMX///TeTkJDA7Ny5k/H09GQ+++wzUZ/i2p41EItpOcOc1VKr1YoCYvz9/XHgwAGz63nvvffw3nvvidoYSUDNG2+8gTfeeEPUJhx+JBCKi969eyMuLg53794tdElRghy1Ws3nIySUbZQqd3FYM1rx3XffIS0tDX369EGFChUwefJkWSnaOXPm8BHnt27dgru7O1q2bFlsozrWjtAU13LWYM0+K40YFeZYubm54fDhw1i6dCmePXsGb29vfP/993zQmhLSEaOLFy+iQYMGIr/T8+fPw93dnQ/8vHTpEtq0aVPkYwMAK1aswMyZMzFu3Dg8fPgQNWvWxJgxYzBr1iwAthl1oRipNkIgEAgEAoFAKBX27NmDKVOm4PLly7JhdSVWrFiBGzduYMWKFdDr9Xj69GmhU+Plx+rVq7Fr1y6Lhq7ihlR+IhAIBAKBQLARvXv3xujRo3H37l2r+g8fPhw3b95EkyZN0Lp1a9y4caPEZLPFqAuxmBIIBAKBQCAQygTEYkogEAgEAoFAKBMQxZRAIBAIBAKBUCYgiimBQCAQCAQCoUxAFFMCgUAgEAgEQpmAKKYEAoFAIBAIhDLBS5lg32Aw4L///kOFChX4uroEAoFAeLFhGAbPnz9HzZo1rcoXWRIkJSUhOTnZJtsmANnZ2bJ69+WJ8i6/p6cnXzbXHC+lYvrff/+R6jIEAoHwknLnzh1oNJpS325SUhIaNWqEjIyMUt82gUWlUkGv19tajEJT3uV3dnbG1atXLSqnL6ViWqFCBQDsw8lSGbiSJjc3FwcOHECPHj2gVqttJocUIlfBKKtyrV+/HhMnTgQAUBSF5cuXY9iwYSW6zSaz9/O/L38VpNinrB4vIlfBKI9yPXv2DF5eXvw7oLRJTk5GRkYGNm/ejEaNGtlEhpeZ8PBwzJw5s9we//Iu/9WrVzFkyBAkJycTxVQKN3zv5uZmc8XU2dkZbm5uZe7BTuSynrIol06nw6RJk/hphmEwceJE9OvXr0QtRbSDM//b3L1VFo8XQOQqKOVZLlu7cDVq1AgtW7a0qQwvI1evXgVQfo9/eZffWkjwE4HwAhIXFweDwSBq0+v1iI+Pt5FEBAKBQCDkD1FMCYQXEF9fX1lwh0qlgo+Pj40kIhAIBAIhf4hiSiC8gGg0GqxevZpXTlUqFdauXVtqAR+VXexLZTsEAoFAeLF4KX1MCYSXgREjRkClUsHb2xsNGzYs1Sjkqm6OJbZunU6HuLg4+Pr62iSymkAgEAglB7GYEggvMJ6enujcuXOpK3B6iX9rcREWFgZvb28EBgbC29sbYWFhJbIdAoFAINgGopgSCIRiJ8/AFPs6dTodRo8ezQd1GQwGjBkzBjqdrti3RSAQCATbQBRTAoFQ7OTpi18xJZkGCAQC4cWHKKYEAqHY0ZeAxZRkGiAQCIQXH6KYEgiEYievBHxMNRoNQkNDoVKpAJR+pgECgUAglDwkKp9AIBQ7JWExBYCQkBAEBQUhPj4ePj4+RCklEAiEFwyimBIIhGKnJIKfODQaDVFICQQC4QWFDOUTCIRiJzUjF/EPn9taDAKBQCgRNmzYgJycHP738ePHC72u1q1bF5dY+RIaGqrY/umnnyIqKqrU5LAEUUwJBLCpiCIjI0nqoWKk2+LDuKR7amsxCAQCodgRKqbDhw9Hu3btbCyRdZhTTK1FmBmFYRgwTPGPjpGhfMJLT1hYGJ8fk6ZphIaGIiQkxNZivRD0WXkEiQt621oMAoFggaioKCxYsABOTk64desWtmzZgnXr1uHs2bPIzMxEaGgomjdvDq1Wi5YtW+LYsWPo2bMnHj9+jOPHj2PIkCGYOHEibt26hbFjxyI7OxstWrTAkiVLbL1rBUav1yM4OBh37tyBq6sr5s6di3HjxqFGjRpITEzEokWL4OTkhAsXLuD1119H//798ezZM7Ru3RpNmjTB+++/Dy8vL1y+fBmzZs3Cpk2bcOfOHezYsQO+vr54//33cffuXej1emzduhW1a9cu0f05ceIEJkyYAGdnZzx58gS3bt2CVqvF6NGj8eqrr+KDDz5AtWrVkJOTgzfeeAMMw+CTTz7B5cuXoVKpsGHDBmg0GjRu3BivvfYaKlasiNTUVLi4uODGjRvYunUrqlSpUqwyE4sp4aWGJG0nEAgEIDc3F7t27cKCBQuwbt06zJ07F9HR0Vi7di2+++47vt+AAQNw7Ngx/PTTTwgJCcGJEyewadMmAMC0adOwatUqREVFISsrC2fOnLHV7hSaXbt2QaPRIDo6Gu+++y52796N+/fv45dffsGBAwcwY8YMtGvXDs2bN8fevXsxadIk0fIpKSnYunUrlixZgoULF+Kvv/7C119/zR+jn376CdHR0Zg8eTLWrl1b4vuzZ88ezJ49G5GRkTh//jwaNGiAqKgovP/++/jiiy+wefNm/PXXX0hLS+P7e3h4IDIyEvPmzcOCBQsAsO/KxYsXY+nSpQCAli1bIiIiotiVUoBYTAkvOZaStpMAGwKB8LLQvHlzAICXlxdSUlLw3Xff4Z9//gEA2NmZVAU/Pz/QNI3q1aujWbNmoCgKarUaAHDt2jV+tOn58+cICgoqVf/J4iA+Ph7+/v4AAH9/fxw4cABNmjSBg4MDHBwckJeXZ3H5xo0bQ6VSoWbNmmjSpAlomkatWrXwzz//QK/X47PPPkNsbCwyMzPRpEmTEt+fjz76CHPnzsWWLVswePBg0bz79++jQYMGAIBWrVoBAK5cuYJdu3bh8OHDYBgGXl5eAAAfHx94eHjwy3LHqCQgiinhpYZL2i5UTknSdgKB8LJBURT/Ozk5GXFxcThy5AjOnj2LyZMnK/YT/gaABg0aYNGiRfD29gbDMNDr9SUveDHj4+ODU6dOYcCAATh9+jR8fX15f9K0tDReSVer1Yr7Z+74MAyDCxcuIDU1FYcPH8bvv/+O3bt3l/j+VKxYEStXrkROTg5atWoFR0dHfl61atUQFxcHHx8fnDt3DgMGDEDDhg0xcOBAzJw5EwBrSQcgK24inS5OiGJKeKnhkraPGTMGer0eNE1j/vz5xFpKIBBeWjw8PEBRFLRaLdq2bWv1ct9++y0+/PBDZGVlQaVSYd26dSXuQ1nc9OvXDzt37kSnTp14H9N//vkH7733HhISErBw4UIAwJtvvomBAwdiwIABVq+7YcOGuH37Nrp3746GDRuW1C6IWLt2LXbu3Im8vDwMHz4cDx48QN++fTFixAjMmTMH77//PqpWrcpbQ/v06YNDhw6hS5cuoCgKgwcPLvWYC6KYEl56QkJCkJKSgqlTp8JgMGDatGmoVKkSCYAiEAgvBVqtFlqtFgDQpEkT/Pzzz4r9hOmEhP6jJ06cAADUq1cPe/fuLTE5SwM7Ozts3bqVn05MTETVqlWxY8cOUb/x48dj/PjxsuW5fk2aNMGGDRsAsOmgOJeGmJgY2TIl6Ys7ceJETJw40ez806dPy9o4P1IhQhm5/SopSPAToVC8SOmVdDodr5QCJACKQCAQCARbQRRTQoEJCwuDt7c3AgMD4e3tjbCwMFuLVCQsBUARCAQC4eWlTp06MmspoWQhiimhQLyI6ZW4ACghJACKQCAQCITShyimhALxIloXuQAolUoFgFVK165dSwKgyigvkhsJgUAgEMQQxZRQIF5U62JISAgSExMRGRmJxMREEvhURnnR3EgIBAKBIIYopoQC8SJbFzUaDbRa7QuxL2WJ4rJsvohuJAQCgUAQQxRTQoEh1kVCQSguy+aL6EZCIBAIBDE2VUznz58Pf39/VKhQAVWrVkW/fv1w/fr1fJfbvn07GjZsCEdHRzRt2hTh4eGlIC1BCLEuln2eZ+Vi920a1+8/t6kcxWXZfFHdSAgEAoFgwqaKaXR0ND766COcOHECERERyM3NRY8ePZCenm52mWPHjuG9995DSEgIzp8/j379+qFfv364fPlyKUpOIJR9Fuy7gX/+o/HGD8dtLUqxWDZfZDcSAoFAILDYtPLTvn37RNMbNmxA1apVcfbsWXTq1ElxmWXLlqFnz56YMmUKAGDOnDmIiIjAypUrsWbNmhKXmfBiojcw2HX+Llp5e6Cup4utxSkWLtx+bGsRRLi4WHdcdTod4uLi4OvrK1M6Q0JCEBQUhPj4ePj4+BCllEAgEF4wypSP6dOnTwEAlSpVMtvn+PHj6Natm6gtKCgIx4/b3ipEKL/8flaHT7dfRJdFUbYWpVgICwvDpdiL/PQ3qzaWynaruTmYnWdpJITDmqh74kZCIBAILy42tZgKMRgMmDhxIjp06IAmTZqY7Xf//n1Uq1ZN1FatWjXcv3/f7DLZ2dnIzs7mp589ewYAyM3NRW5ubhElLzzctm0pgxIvo1ynE03WxYKuv6wdLy56vVrwMr5txbEHeO/1hBJX5gx6vUIrBZWKhre3t+iekx4vc1H3gYGBpaKElrXzyEHkKhiW5CprshIIBDllRjH96KOPcPnyZRw5cqTY1z1//nx89dVXsvYDBw7A2dm52LdnLcnJybh37x6Sk5Ph6elpMznMERERYWsRFCkJuXR3aHADCIUNpisrx+vSpUswGAyg7EzWS8rRFVu2bEHTpk1LdNvpGQYA9uJGmkafPn0QGxuL2NhYvll6vDi5hej1+lKRW0hZOY9SiFwFQ0mujIwMG0hCIBAKQplQTD/++GP8/fffOHz4cL6WkerVq+PBgweitgcPHqB69epml5k+fTomTZrETz979gxeXl7o0aMH3NzciiZ8IVm/fj1mRT6Co3cL3P1kMH5YshAjRoywiSxScnNzERERge7du0OtVttaHJ6SlOvYn1dw/CEbNd6rV68yI1dh8PPzw+zZs8HoTdYhWu2IwYMHl7jlcc7FQ8jIyBO1qezUWLx4Mb9tc8eLk1uonKpUqlKR25JctobIVTAsycWNlhEIhLKLTRVThmEwfvx47Nq1C1FRUahbt26+y7Rr1w4HDx7ExIkT+baIiAi0a9fO7DIODg5wcJD7vqnVaps8UHU6HcaOHQuvKX8BAKoM/Brjxo1Dr169ypTfnK2OT36UhFx2KpO7dWHXXVaOV926dREaGoqZMWl8m1slT6vur6KislMBECumy1f8oLht6fHi5B4zZgz0ej0fdS9d1lJwVHFQVs6jFCJXwVCSq6zIGR4ejqtXr9pajJeOo0ePAii/x7+8y5+QkGBVP5sqph999BG2bt2KP//8ExUqVOD9RCtWrAgnJycAwLBhw1CrVi3Mnz8fADBhwgR07twZ33//PXr37o1ff/0VZ86cQWhoqM32o6BIE4XbV6vPp9MpS4rpywRF2VqC4iUkJAS/Pz2EKw8zAQAGunReyAwjb3t/yBCrl88v6j4sLAxjxv8P6qr1kKP7F6Fr15ACD4RyQ3Z2NlQqFWbOnGlrUV5aaJou18e/vMuvUqlEMT9K2FQxXb16NQBAq9WK2tevX4/hw4cDAJKSkkRJtdu3b4+tW7fiiy++wOeffw5fX1/88ccfFgOmyhokUXjZgxZoppGRkSVmjStuLFkPnZ0cALCKaVauQWHp4kdBL0WeQanVPBqNRvHY80Fdw5bCvlo9PPmHta4GBQWVi3NFIDg4OECv12Pz5s1o1KiRrcV56QgPD8fMmTPL7fEv7/JfvXoVQ4YMURzBFmLzofz8iIqKkrW98847eOedd0pAotKBSxQ+J87URhKF2xahYhoYGAiaphEaGlqmrXFhYWF8FLuSvGpV2cgGl6cvmGJqDm6kwb5aPQCAS5NAPD/7FxlpIJQ7GjVqhJYtW9pajJcObvi7vB7/8i6/tZSNN9dLiFThKcsK0MtAenqaaLq4ymiWFOZSKwnlVatK3z/h0XP5EE2eoXistdKRBopWkZEGAoFAeMEgiimBAOBpaqqsrTjKaJYUUj9lQC6vHW272zsj/hT/W1/AoXxzcCMNHBRNk5EGAoFAeMEgiimBAKCSh4esrSxb46zxU76rSxLNV6qiVJwIrbWpMZugz3zOyvHfvWLbhnBkwcf3FTLSQCAQCC8YRDElEABUdKsgmuZSFZVVaxxnPVSpVADk8up0Opw7c1q0TEm7JsTFxcGQxbpEMLnZgIGtApWQmGRpsUJDq8pEGuYXEp1Oh8jIyDLrykIgEF5ciGJKIACgJFH5iYmJZd4aFxISgsTEREV54+LiwBjE5UFL2jXB19dXlHeL237sv/+WyPaKy3eVICYsLAze3t4IDAyEt7d3iVvaCQQCQQhRTAllCltZaoQB7FqttsxaSpVQym7h6+sLihErbiXtmqDRaODg6MgJBTCsYrp8xQ8lcj6JXlr8WBNURyAQCCUJUUxtxNc//CyaJlYJ21pq6HKYYd/S8dJoNGjfri0/nf5vZKm4JqhoFf+b4ZQboEQstcUVVEUwYU1QXXng1CMK7/54SjFLBIFAKNsQxdQG6HQ6LFyxVtT2slslbG2pEQ7lW5Nf19ZYc7zaNDKV8uz5es9ScU2g+IAsBtCzpUlVduoSsdQWNHE/IX9elOIfW+JVOJuUiu/2X7O1KAQCoYAQxdQGxMXFwaAX1xMvj1aJ4sTWlhpaYDAtD5a4/I5XWFgYFi5cyM/bt/9AqVigOQWfpmkwxqH8yZ9+ViKWWkM5+IAob+QXVFfeeJqZa2sRCARCASGKqQ1g/f/EL1WV2r7cWSWKE1tbaoRD+eXBEmfpeOl0OowaNUoUiATarlQs0NxlHRNzGPXrshbbHj17lsi2UjNySmS9LzuWgurKG+TbhUAofxDF1AZoNBpM/GS8qO3rufPKrVWiOLC1pUZoMd198nqpbLMoWDpecXFxMncEiqJLxQLNgN3u7cREODmy9ZBLStEvi98PL0qaJY1GU+6CAJUoi9cIgUCwDFFMbUTv3q+LpmfN/uqlD4CypaXm7Nmz/O8pfyeUi3MREhKCFXvOYvFvEaLj5evrC4qiQFGC27uUynfm5bHD9++99x4uXbwAANDrXw7tgKRZKou8HNeeLWndurVNttu+fXt8/fXXNtm2NUydOhUBAQEYOnQocnPlLiULFizgj11CQgICAgLQuXNn9O7dG0+fPi0xuaKiouDl5QWtVouuXbsq9lm6dCm6du0KrVaLhIQEs/KNHDkSbdu2xZkzZwAAe/bswS+//FJkGYliaiNSHieLphmKLlcBUKkZOTiT+KTYA4WKYqkprLVKp9Nh186dorbycC4SktPxbaQOy85li46XRqPBjz/+CAjryqvsStwCrdPpTA9gBmAMrB/1g0fJsr7JycmIiopSPMZ5egOu3X9WLoLQOGwdvEdQphxdQmUOqQ97WVr3nTt3oNFoEBUVVTwCFTMXL17E3bt3ERMTg4YNG2LHjh2i+c+fP8elS5f4aXd3d+zevRvR0dF488032ed3MTJ8+HDR9KBBgxAVFYWDBw/K+p49exZJSUk4ePAgoqKiULduXUX5Hj9+DDs7O+zcuRMbN26EXq/Hjh078O677xZZXqKY2oh7dyUvLLp0hlqLi+5LDuPtNcdx4MoDW4sCoGjWKqWh7/JwLoQ+llL5Q0JCMHHCRH66Y0CnErdAx8XFARD4RBhfPtKSpOvXr8eoUaPQo0cPxXP1v20X0XNpDNYdTZRto6wqq7YO3iMoQwLkCkZUVBT69OmD/v37Y82aNQgICED79u15K1h8fDxvSZs8eTIAID09HcHBwWjevDm2bNkCANi0aRO0Wi1atmyJTZs2AQC+/PJLDB8+HL169UJsbCzGjRuHTp06YcqUKdBqtQCAM2fOoEuXLggICMCiRYvMyrljxw4MHjwYDRs2xLVrZS/zwrFjx9CjRw8AQM+ePXH06FHR/GXLluHjjz/mpz08PODu7g4AsLe3l8UPFDe///47AgICsGzZMtm8P//8E5mZmQgMDMT48eOh1+sV5bO3t0dubi7S09Ph4uKCdevWYcSIEaIMN4WFKKY2QqPxEk1TtF25SsvC5Qfce6n46qAXlqJaq3x9fUEJ8m8C5SNFjoOdSeZcheFy1wqmMqsqO/sSl8fX11cwxfCVn+zsHfhWnU6HsWPH8gqm0rnaffE/AMDqKLlSJ/UZLCsWSVsH7xGUIWppwXn69Cl27tyJLVu24ODBg4iJicHKlSuh1+vx2WefYeHChYiKisJ3330HALh//z5WrFiBw4cPY/ny5QCAAQMGICoqCkePHsWSJUv4dXt5eSE8PBx5eXlITU3F4cOH0b17d37+tGnTsHPnTsTExCA6OhoPHigbPg4cOICePXvivffew/bt20vwaBSOlJQUuLm5AQAqVqyIJ0+e8POePn2KS5cuoV27drLlUlNTsXr1apmFszAkJSVBq9VCq9Vi3759/O+WLVvi+vXrOHjwIPbt2ydyYwOABw8egKZpHDp0CE5OTqLjK5SvQoUK8PPzw+zZszF8+HCcPXsWeXl5+PDDD3Ho0KEiyU4UUxvhWaWKaFqlti+XaVnKQgR7Ua1VGo0G/fr3E7WVhXMRE/cIb6yIweW7yv5G9nam2zdHLx8au/0kg/9dGuU79+/fLzCYMoBRMZ39lcl/uiDnSiltl9QCVlZ8OW0dvEdQpgw8nsodrVu3xqNHj3Djxg306NEDXbt2RWpqKh49eoQ7d+6gVatWAMB/iNWrVw9ubm5wc3ODXs/e8/v374dWq0XPnj1F97a/vz8A1vLKrYf7DwCxsbHo378/tFotkpKScOfOHZl8Op0Oly9fRt++fTF37lzs2bOnZA5EEXB3d8ezZ88AsIpopUqV+HlLly7F+PHjZcvk5uZi8ODBWLx4sah/YalduzaioqIQFRWFnj178r/d3Nxgb28Pe3t79OnTBxcvXpTJHhgYCADo2rUr/jWWlFaS73//+x+2bt2K33//HRMnTsTmzZuxZs0abN68uUiyE8XURkifl5FRh8tlWpaykPOzOKxVLVq0Ek2XhXMxNOwULt99hhEbTivOtxfUUc3Jkyueu2Pv879L+jxxVmteM2XAW0wZmPynC3KulGSWWkjLki/ni5Rm6UUhMzPT1iKUO2iahqenJxo2bIgDBw4gKioKFy5cQPXq1eHl5YVz584BMPmJKg3dcgrj3r174ezsLFo3APj4+OD8+fMAwP8HgGbNmuHPP/9EVFQUzp07J1JaOXbs2IElS5Zg37592L9/P28BLEu0b98e//zzDwBWSe/QoQM/Lz4+HnPnzkXPnj0RFxeHefPmAQBGjx6NgQMHomPHjsUuz4YNG/jfnMIMAEeOHJE9ezt06IALFy4AAC5cuIB69epZlO/+/ftITU1Fw4YNkZKSAgD8/8JCFFMbYZC8dD2rVrWRJEVDaQi5tCkOa1VZ9kV7kq6cr1P4PshTsJgKKenzxFtCeaFMFlOKVvFWUY1Gg9WrV/MvKEvnSkmXPnb8hKytLPlyvihplsoz69ev53/HxBwpExb18gZN0/jiiy/QvXt3dOnSBYMHDwYALFy4EJMnT4ZWq8WUKVPMLv/WW28hICAAn3zyCTw8PGTzW7duDTc3N3Tq1Am7d++GWq0GwEaqv/XWW+jSpQt69+6NrKws2bK///47unTpwk936dIF27ZtK+ouFyvNmzdHtWrVEBAQgH///RcDBgzAmDFjALD+t/v27cO+ffvg6+uLGTNmICYmBtu2bcP69euh1WoVfT8LinAoX/j366+/ok2bNmjfvj1q1aqFTp06AQAvX+/evXH//n1otVqcOnUK77//vkX5Fi1ahE8//RQA0L17d7Rp04b3ry0sdkVamlBopO/c3HwUi7JKaQwRW0NISAiCgoIQHx8PHx+fAisGZTWoBjBv7UxOM9UBVxrKt2YdxYXMEsqYfEyVUlUJ/YHNIZU5LCwMo8d+BK9Jv4vaiS8ngYPzYfaa8hcAgAGFMWPGICgoiHwsWAGnvABAUFAQgoKCRPN9fHwQGRkpauNSBQl/z5gxAzNmzBD1+/LLL0XTy5Ytg1qtxoEDB5CTw358t2rVSjFSXEhMTIxo+p133rG8UzaC88HlWLt2rawPd7wCAgKQnp5erNvnhvKVYEe3xHDyqVQqWVYAS/IJg9TGjRuHcePGFVJiE0QxtRFSC11eGbA8FoayJLdGoyn0yydVMLxRXpi0zeQblN95eJaWBp1OV2IvZ85q/fUN1mLKgIGDpjEAwKVRACb0ag6NRsMrDhwMw5hVHPSCe4RzFWBUalGfglrHdTod4uLi4OvrSxQVvHjHQ+rDTFGUyFpPKDuMGTMGN2/ehMFgwMaNGxX7REdHY/bs2aK2gwcP8qNjhBcTMpRvI8LD94qm//jzLxtJUjTKisW0KISFhWHlyh9sLUaBSUg2fcFm5Ogt9k3S3S3xQKGQkBBTUn8GsHNlHeQdvZpg/vz5CAsLK1Dwk9DdxbSc2J/tl19+sdqXs6QT4D/NzMW203fwLKt81Gd/EQsCyCz3NE0s6mWUdevWITo6GjExMbwfo5TOnTvzQTvcH1FKX3yIYmoDdDodFgtSaADAt4sWlYkAjoJSFoKfigJviVNoL0/0Wh6DI3HyRPYcFK2yaaAQt21XV9cCBT9xsvIKhyTQQinlihKlkQB//C/n8dnvsZjwy/n8O9uYsl4QYPOJ21gbfbPAy3E+zByOXk1IdgQCoZxBFFMbEBcXB4YSH3oGdJkJ4CgI5V0xNQXtiM9HeTwXU3ZcND+TZr12SjJQSOinS9PySF29Xo9t27ZJ+tFmFQcGpnRQpgA3k/dRRTu91QpHaSTAP3zjEQAg8vqjYltnSVGWCwIYDAy++OMy5u+9hv9SCx5VP2LECNE0yY5AIJQviGJqA3x9fVGxzQBRG22nLpfDTeVdMeUscbSjq6i9fv36sr6FLXlaWljKKUsJouBL4zrbu3evrI2maSxevFgWaCYMsLCUDiokJAQXY2P5eRUqiM+ZJUgCfDGlcTwKe78Ir47nWXlFkqFprYpFWp5AIJQ+RDG1ARqNBo7efqK2j8dPKJfDTWUhwX5R4CxxFZqJo09r1hKfi9L2x5Ou35rtWfxIMEbGl+SwplDfbNmihWieSqXCpEmTZFY6g8EgstKxZU3FCC15NWvWFCxr/bVHEuCLKenjUZT7RfjhUtQPX42HU5GWJxAIpY/NFdPDhw+jT58+qFmzJiiKwh9//JHvMlu2bEGzZs3g7OyMGjVqYOTIkXj8+HHJC1uCdOnazdYiFIqSsJgqJYsvSZSG+oRBXaXtj2dKVm/Cmu0Jc5lKrZIurm4lnvRduEXpQH5iYiImTJiQr5VOXNZU3kd4uekLmOKLJMAXU1LHo6j3yx1Bv6LmFy7vIzoEwsuIzRXT9PR0NGvWDD/8YF1U9NGjRzFs2DCEhITg33//xfbt23Hq1CmMGjWqhCUtWcpadHtycjKioqIUXyabTtzmf2flKCd/LyyL9l/HK1/sxSWdchnO0kKvGBEumF+C/njWbq96BXHqpJzcPP58yd7nNF3i1kGhMkxRQC13k7WKS+WVn5Wueg2TRZQVW+yDKramFVzG0kqAX1bdPaSUxPEoyv0SFhYGH8HHye+7/izw9oXXSFkunEEgEJSxuWL6+uuvY+7cuejfv79V/Y8fP446dergk08+Qd26ddGxY0eMGTMGp06dKmFJS5ay9GW/fv16jBo1Cj169JANwzEMg5l/XOan4+JvFuuw9spI9uU1f+/VYltnYRC6KJS2f6I12wsLC8Od24miPhlZ2WaHTUvj+hJbTClM6MYqGO3qVebbQ0JCEBcXh0+/WojpW49iwHtDRev4+fhtWOJ8Uir/uyx9zEmPee3atV+I9EuFobD3i8nSarqSvl30fcF9VAUXYhl6rBIIBCspdwn227Vrh88//xzh4eF4/fXX8fDhQ+zYsQO9evUyu0x2djays01Vcrhasbm5ucjNLRs5B2OOHINfxdY293njEqBzVgduGC4wMBAajQZJd+6IF6BUovnFRa7eIDs33HRJnLNWtd1xVqD0ZGblwMmYLq9atWpYvXo1xo0bB71eD5VKhVWrVqFatWqia6i45OK2980tU5twe9wLvOrgRaLlhCmhOmu7iObl6hnk5OQo1rUuLoQuGLl5ubCjOK2AER2batWq4c+sRsg5l4xH2bFY8W4zfl7Uv+LrS3r9bTiWwM/L0zPFei0U9jzqdDqMGjUKtT/bzbdxhQOK474oyeu+KJiTK7/7xRxXr16FwWAAZWd6LTGUCteuXUO1atWslitHsA295DlS1o4hgUCQU+4U0w4dOmDLli0YNGgQsrKykJeXhz59+lh0BZg/fz6++uorWfuBAwfg7OxckuKapUVlGucfm6wKa3/8CYs/GYRx48ahe/fuNpEJAC5duqQ4DLdlyxY0bdoUF2MvATAFtnB10Ln5RYe9JJMfP0F4eLhij4iIiGLYjhhDOg3hAMKBiH/gZm+aX61aNaxduxb37t1DjRo14OnpKZOvOOWqVq0aIFBMc1yq8dvjzlH23StwqPkK34dSmVJCbd26FcLzBAB7wvdCIYtTscHqpawMERERuPGUAqDCw0ePZccqx8D2O3rjPsLD7/Ltd+48ByCurS28vh4nm85Tdm6u2WukKBT0PF66dEmxpG3x3hclc90XB0pyWXO/SElOTjZ+OJkuUpcG7XH79u0CnWe2CBp7fT14+FC0bEZGhtXrIRAItqHcKaZXrlzBhAkTMGvWLAQFBeHevXuYMmUKPvzwQ7NDZ9OnT8ekSZP46WfPnsHLyws9evSAm5tbaYku4kj6GZx//MTUQKvAMAzWrFmDyZMn28xy6ufnh9mzZ4uUU5VKhcGDB0Oj0aDxq02x7ifBMLsx2pubbzAwyMjVw9WhcJfWhOMHAAAVKlZEr15tRfNyc3MRERGB7t27Q61WKy1eaPY/v4jzjx/w0527BKJGRUerli0pubhjAQDXoMGYXmwmB+4cmUOlUuG9994XnycA3XsEwUFdclVTsnP1mHySrXMd1KM7Kt5KwfobF+Dm7o5evV7j++Xm5gLH2Xrbdmp79Oplsu7+9egEEuLF5WGF19fOx+dwNdVYSICi0auXOJtCUSjsefTz88OsWbNk7UK5bSFXcaDT6RAfHw8fHx/ZflgjV0pGDio42MFOZZ3XmF6vx/8Wmup0uzZ/HcOG9SiQzBlZ2cCJaABAJU9P9OrVmp/3rByWHiYQXjbKnWI6f/58dOjQAVOmTAHAvhRcXFwQEBCAuXPnokaNGrJlHBwc4ODgIGtXq9Wl/qDnePpU/ICkaFZh0Ov1uH37NurWrWsLsVC3bl2sXr0aY8eOhcFg4ANUOHm869QBYFJ4KGNwSt26dWEwMPCdyVonVrzXAn2a1VTYgnUYGJg9NyVx3ihJgn2KVhV4GyV5PWXmGvh1161bF6GhofjsV7lfNXe+pOcJYC2qanXJ3fJ6gcVZrVbDwZ7dlqVzmWdgRPMePngAwBQ0RQuuLwCwE/gu5uoZ2NnZFbt7QkHPY926dTFs2DBECdooihLJbQu5ikpYWBgfXU/TNEJDQxUj983JlZicDu2iKPhpKuKvjztatc3Ro0fjBN0Yh+JNwY8F3We7PGF2Ckq0vK2e9wQCwXrKnWKakZEBOzux2FyUr9JwWllFb+8KINXUIKho4+LiUuryCBkxYgRUKhW8vb3RsGFDkaVEGuVaqbInQkJ6AgAePM/i28f/cr5oiqkkrkWn0+Hq1atITjZfdrMoMJKipHf/uwevSvIk+7bi4LWHoumQkBBcdWqCHbHi45GYmAiNRoPsPL1sHaWZc5aiKN5KlvL0GXQ6naLlUBiUpdPpcPzYUbg2FaROo2gEBQXh7O0nuPkoXaaE6g0M7FQl6J9gBTqdDps2bYJm8lv8ByZFUaLCAeUNcymfgoKCrLYAv7X6GAAgtoAZNtxcXQCwy1RzkxsU8kN4lRc0pVhpER4ejqtXbRvg+TJy9OhRAOX3+Jd3+RMSEvLvhDKgmKalpYnSiCQkJODChQuoVKkSateujenTp+Pu3bv4+eefAQB9+vTBqFGjsHr1an4of+LEiWjTpo0o+XZZ52Bcqmiae6EBbAotW+Pp6YnOnTvna2EwCPzB6GK0XAkVYKHlhqIo6PV6WZ5Pa9HpdIiLi4Ovr6/oBSt9f3Xu0gWrFswu07kuXV1dAYgV02XLlmHChAnIVsgFm6S7i6a+dYpdDu6YetUxKfIUgIj9+wBUQvytBHh791G0uOXk6XmlNS4uDoxBrFA7N+2O+Ph4DN/H3hMVHcWuCHkGBnYl551gFXx6JMYAgBWGKxxQFoIZla73/LCU8sna9TxJL1wqOWE527daFuL4CW7msmasyM7OhkqlwsyZM20tyksLTdPl+viXd/lVKpUoGF0JmyumZ86cQZcuJh8zzhc0ODgYGzZswL1795CUlMTPHz58OJ4/f46VK1di8uTJcHd3R2BgIL799ttSl704oYy1zGmaLtNlEqXPeaHFqzhHVLn1Si03DMNg3Lhx6NWrV4Ff+paGJjMyxDW5GdAFthCVJJ6u9rK258+fy9oWLVqEJat+RNV358G+Sh3RvJatWmPNkm+LVdkWHlOVgxM0E7cDAP777y4WL/oOVd+bL8oWEBQUJIqwzjMA3t7eCA0NRVBQEChGrAw51/fHmTNnADQCADzNEiuuZaHyGJceiTEYQBmV5LJQ7tTaoXgl2I8eOaUxmmMnUEwLk4dUZDEtA9eHEAcHB+j1emzevBmNGjWytTgvHeHh4Zg5c2a5Pf7lXf6rV69iyJAhiq6VQmyumGq1WotftRs2bJC1jR8/HuPHjy9BqWwAXT7cEaQvCqFiUJyic0Nw5iw327dvxzvvvGO10pjf0GRaWpp4AZousIWoJEnPltcMT0lVHiKt0OYtmVIKAAyoYlW25cfUdAHcjL8Jg96Ymocy+U/Hx8fLUvZw5yIxMRHazp1wRrBbDRo1wtSpg+E15S9FGZLu6NDYp45IpsJYCIsCVzjgq39N16mty50WdShedj8YKY3RHJVAMdXrC6GYloM8po0aNULLli1tLcZLBzf8XV6Pf3mX31psnmCfwEIJFNOSqihUHEif80KLRHFaJzglRylZN8Ba1gtSgzu/ajQuEgsRZcw2YGurF0dGdq5sXyu6V1TsS6mUvze51F7FdX3JjqnAZO7j4wPKqCFQxvPHHc+VK1fK1sXJ1bTJq6L2Cm4VRdsw5Igt281atOSPS1HqsxeVkJAQVHB1EU3bkqJWK2Ot1GJK634QKqaFsYgL/cXL+oc+gUCQQxTTsoKqvAzlix/0JaWYZueyFkJpGUshBanBnV81GkdHcWoolZ3aplYv6T5RtEq2r+aGVRm92LrK5BktlMWsbJv7aACAmzfjMX78x+yEyo7PFgAAS5YskfXn5FJJ/EEoWiXaBm3vJJrPuVycPn0aoz8cC4+eE+DSJLDA9dmLA5WZY2ELrK2+lJWrl93TOp0O06ZNk61zwYIFhb4fCnIehJkXClPdS/gYKqvBTwQCwTxl50n6EqFkyRFaTPfv31/aIlmNJd2zqHWphcflzh0dPx0SEoLExER89913smWstQLlV6ddKvn233fa1OoVFxcna5Pu69Wr15QXlgQQMQZWUVWp7YtV2ZYfU5OltmfPnli+ZDEAoFLlKkhMTOTLkSpZsf73v/9Bo9GIrGUAcObceQwdOlTWn4diXS6OHDkCp4ad4Nq0Kzx7s37qxWkdtgap7LYkv+sdAOIfPkfDmfsw9fdY0bJK1lYAaN26tazNWgpiwRYGURbmY1c0lF92qtYSCAQrIYppKcP5fmXEszko9VlGXy6BYlralp4CYeE9URSLKXdceGhadBw0Gg0GDBggSxdUEAsgp+BGRkbyipI5KlWuUvCdKEZ8fX1lbcJ91el0iI6OlvXZtm0bJn4i9r/mhpj37j9Q7Mq28JiKKwAx0Bt9TCma5hUiqSXPkJUGmqYxYcIEAEBGutTXV4VNmzaZ3T6lYq3AHTt2hMqpgmheabpi5OQZkJJRtspdhoSEYOZvJ9Bxbjj+vXFTdu7XRLOlxbadET9rrLW26nQ6HDlyBNu3b5c9r6TTBbFgC3Px5xbCx1T4kCrqxzKBQCh9iGJayvDWCONwK5PLpk3govKB0rf0FARpvk8hRXkJyP0Vadlx0Gg0GDdunEUrUH5oNBpotVrZMhFXHoimCzOEWJwo7ZNwX+Pi4hTPRJUqVeAh8T3lqj15elYtdjkB0zEVBcYw4M1VOYKcqhqNBqtXrzb1o1UIDQ3l92vvmRuidVMUrWi9My3Oulz4+/vj3UED+fbCXBtF4b3vfhdNl6Z/qyXWn36AO88N+Oe2XGm2M2PhtcbaGhYWBt9Xm2NNxCUMGTkatWvXFu2zNRZ/c1RyMUXs5uoLfh8KH0NlLSqfQCDkD1FMSxmZNcI4zEoJfCjLQtDNiYcUjt18LGu39JwvxDuER3pcKIqWWQijoqLQokULxMXFWWX1tBZbJ6O3FuG++vr6yqpVAWzQkXRIWW08rrklrWy7C/MIM7yvKyN5zIwYMYL/7ejkzO+XTqdDMuUuXidtOUnpL7/9xi8f0KE9315c14Y16HQ6nH3qLGora6Me2bnya1x4nURGRorktTS6oNPpMGrUKHj2nYrKPcejSp8pspEemcVfcj9bonpFk2KaV5iofMFvYjElEMofRDEtZXhrhAtr1WKMygIXSV3alh4lrt1/jl9uqhC84axs3ubNm80uVxTrBHdceIylKDUaDR9t3aNHD4waNQoRERGKVk+dTid7wUpR6qMk94OHjwq9L8XBvaeZFudrNBp0DAhQbFdLKiFx0yVtPfpo503RNCeGpc0KZylZ2ah8FNOGjUxR/ML9Ls37pyjWwdJC6UNLaDFVymSg0Wjg4+ODuLg40f3C+Qk7ejcDADjVZ31PhfssPf4qtfXBhEJdMqeIFtMy+H1JIBDygSimNiAkJAQOGvaFqvaoAQBweTWwWK2AReH+syzFdp1Oh8mffqrYDgA7d+0StRd0OFO43xUruiMkJMRsgn2p8mlNqiBzfZReXh+MGm3T4dh1W7aJpms4yIdiX3nlFcVl7ST+gVxp0MIMixaWfyIicOrkCXa7Fiy1QmVZya8W+US6C5eX7rcS+y7fw+e7LhXrsfD19QUjKQxQFkY9hChFp184f040LfUDNXe/sNZ6uRuAcJ+l985Xc+Za/VwTippXGMVU8LlDhvIJhPIHUUzLEK+2amcTS6nUipjyWD6EDxj9QBVecPHx8dDpdJj3zTei9oIOZ2bkmNIcMcZSp9bkYzSXTFy4bUt9lPaJS0ZvrfzJycmIiooqluFbnU6HOV99KWpLiLsmW7e5UUqpxZQr81maL2mtVovamlrs9hlx8n0hwmala5+iVIqpwjiESq+dKv+o+A83n8PWk0n49VRSvn2tRaPRyPw1bT3qIUWaqF6n0yHmsDx4jru3LN0vGo0GP/74o2g5WjDCwS2rT0/h53/51Ryr7w2hpIUJfhJbTIliSiCUN156xTQlPQdnbz8pE4mYhYpZaSG1igwfPhzDg4eJ5nNY8muMi4uDAeKXc0GHM/+OvWdaljGfYF9qjbJGebXUR/HUFyAZ/fr16zFq1Cj06NGjWBK7x8XFQS/JRQqalsli7oqV5tOMu8ZWCylNv1kKgEpVsETpSsdNXVmDxMREs8sIlW21IJzbnCLMce+p8qhAYXFUi4sa2HrUQ4r0+MfFxZny2wL8CA6XRzm/e0q6f7dv3+bbuGVVLh78fAMDq58FwmdxoYKfBL/zuw4IBELZ46VXTLsujsaA1ccRef2hrUUpZGqUwqNkFdm4cSMMghfWmDEfiiwdSkN4gFGBFOSxzHmYUODhTGH+wrw8A2+dEUYI0zSNVatWiaxR1iivlvoofZQoVX5S8k/V6XQYO3Ysv47iSOzu6+sruzFplVp2LM19S0X+e0fcz6jklqbfLEWJfRjzy3IgSxcmwJLlURgcI9zeofNyv08hxZ14XW1Xth+lSXd0omvS19cXELgfVB/8LQDg22+/hUajsTplFEetWrVE65Ytq3aw+lkgtpgWwuVCcG5Jgn0CofxRtp+mpcCT9BwA8nRBtqC0UxSZS6TNCBK062GydMTFxUHlXkPWn6snP+Wzz0zryMsu8HCmULHI1et56yMXIRwREYHQ0FBRVDdgXXobS32U3l20pPKTOX+7opZ+VEKj0eCbuXNEbV516sqOpTR1VyUXe9x5koGIG6nifsbMD7q791BaUBQlqeBjuUykuWsxP4QW00MHTXlUR26JtWi5LkwNdktY499qS/78a7foutVoNOj75huiPgsXLsSnRh9ya+4pYVT/1XvP+d+yQEYA840Kr1UITk1hPtZFlZ+IxbRUKErxhfLE06dP0aZNG7i6uuLy5ct4/vw5AgMD0alTJwQGBuL27dsAgOHDh8Pf3x9arVaxMMzHH3+Mzp07w9/fHzt27ODbly5diq5du0Kr1SIhIaFE9iEqKgpeXl7QarXo2rWrYh8lOT7//HO0bdsWbdu2xZEjR/i21157DX///TcA4NKlS1i4cGGRZSzbT9NSpLStlfU85eUkTyikZypJzJaUFCimdgJLh6+vL1wbd5Z15+b3fL0X3+bXrEWBhzOfpj7hf1O0SubX1rlzZ3h6eioua03yfHN9UjJyZH0XfLtQlMbInL9dQS1L1jJw4EDRtFtFD1mf7DyJQmxg8M/x8/KVGc9nlWrViyRTQRF+aAgVwSHr5HXYLZU3tQT3MafT6bB86VK+nbZ3wujRo81arq9ev1Gs6ZzsrfBvLW1EIx129jJrftNmLUT9p0yZIpoOCQnB8ePHsXjxYhw/flx2Twl3OV3ihiTtO+Bt8fVsCeEHV0ZWttXLmZY3QRTTolGYj8WysO6SwtnZGXv27MHbb78NAFCr1di8eTMOHz6MqVOnipTQ9evXIyoqSnZfAcDixYsRHR2NQ4cOYe7cuQCAs2fPIikpCQcPHkRUVBTq1q1bbHIPHz5cND1o0CBERUXh4MGDsr5Kcjx58gSRkZE4ceIEtm/fjq+//hoAcP36dRw5coTP1rN8+XJ88sknRZaXKKZGChP9WRS4IaYWbhl826nEJ+a6lwi//vqryHpF0zSCg4NBU6a2JcuW85YOjUaDQG0n2Xq4+aL8+Co7WT8pp0+fxuLFi3H69GkAwMMH92V9CmJ9NJc831wfbmh+ym/ytFgVKrrzvy1ZRbmE8ZxSVVLpvpSGNPfEii2gBgODy5diZf04i2lFd7lyW5LQNAXOO0MYpHQqMUXWV8nKZg0PHiYDMPpMSkqxGgwGLFu2jJ8WWlD37d8vSwpfFCiUvZescN9dm7KWEeH9tOKQ5fsqLCwMQZ+uxDdR99G2bVvRsQoLC0NWpqmgwm6jxcQcd+9Zb62PiTnC/752I67A5+hcUir/uyzmIy7rREVFoU+fPujfvz/WrFmDgIAAtG/fHr/88gsAdoSMs6ZNnjwZAJCeno7g4GA0b94cW7ZsAQBs2rQJWq0WLVu25Ku3ffnllxg+fDh69eqF2NhYjBs3Dp06dcKUKVOg1WoBAGfOnEGXLl0QEBCARYsWKcr44MEDvs/bb78NvV6ep7ckUKvVqFLFVBXQ0dERNWuy+Zvt7e359wBFURg1ahS6d++OixcvytZjb28PAMjIyEDjxo0BAH/++ScyMzMRGBiI8ePHl+g+/f777wgICBA9IziU5KhQoQIqVaqE3NxcpKSk8AYiiqKQk5MDBwcHREREICAgAI6OjkWWjyimRnJL8QGWmpGD249ZhTRq3198++0SMt0r8d1332HKlCmyYdW5c+di918mmd59f7BofotmTc2uU+jPld8LYfjw4WjTpg0mT56MNm3aYPjw4aijqSXrV1Jpd4RD82dup8rm6wWKoDlr3pkzrOVvxIgRCA0NRURERLGl+5JGE1tj0dczDJo381NYGfuAs8VLmkvuz1muivsDMGTUKLYKka8voOD/vGTJEuh0Oj4pPA9tV2zlf8PCwpB462b+HUsRnU6H77//XtZu7f30Y0QsPg+/Dbd2A+HSqBPUNV7hjxXvDyy4Rr//fonoOEqVycCu3a1SMHU6HbafFBxLWlXgcyRMkEAspoXj6dOn2LlzJ7Zs2YKDBw8iJiYGK1euhF6vx2effYaFCxciKiqKtxDev38fK1aswOHDh7F8+XIAwIABAxAVFYWjR49iyZIl/Lq9vLwQHh6OvLw8pKam4vDhw+jevTs/f9q0adi5cydiYmIQHR2NBw/kbnYeHh6IiIhATEwMatWqhUOHDpXwEbFMTk4OvvzyS4wfz5aDXrRoEY4fP44VK1aY9Z1/99134efnh6CgIACssk3TNA4dOgQnJyds3769SDIlJSVBq9VCq9Vi3759/O+WLVvi+vXrOHjwIPbt24ezZ8WGGSU51Go1mjVrhldeeQVBQUG8Fbhfv34YMWIEJk6ciK1bt6JZs2YYO3YsfvvttyLJThRTI8Xtc2aJQ9dMgVaGXNNQ1b9pTrz1sCTR6XSYOnWqrN1gMCA+Ph5Vq1bj2x4+Ew+l1aksd0EwLS9QTC0oIKdPn8bGjRtFbRs3bkTaU7ElraSsj9KheTByWYVKnEajwYIFC2R9pk2bxr8wPT090blz52KTVeqGaU0QSJ5ejyavNpa116pZwzi/9K16nB8iF6R0WsFaClgOfrKUMYNL6wUA77z9jmw+ZyHkksJzcIn7C+oPLA2A4+RmJFkUbF31Sbq/HP/73/+sukbnHbwDJ9/X+GlK7SQ6lgaDAbSD6VlggMkXXfYRAFitYMbFxcGpbkvTdlV2BT5HXh6mKlxEMS0crVu3xqNHj3Djxg306NEDXbt2RWpqKh49eoQ7d+6gVatWAMB/sNerVw9ubm5wc3PjLX379++HVqtFz549RefP398fAHu9cOvh/gNAbGws+vfvD61Wi6SkJNy5Iw7mBIDHjx/j7bffRufOnREeHo7//vuvZA6ElYwePRrjxo3jczFXrlwZANCwYUNQFKVo/fz1119x7do1zJs3DwaDAe7u7ggMDAQAdO3aFf/++2+RZKpduzaioqIQFRWFnj178r/d3Nxgb28Pe3t79OnTR2bRVZLj2rVrOHXqFOLj43Hq1Cn873//AwAMGTIE27ZtQ2xsLAYPHoxVq1Zh+fLl2LdvX5FkJ4qpkdIMPLITpLXJ+e86/zvt0kHZkFlJYO6lxaWKEdJreQzSsk0vXe9KztLF+Ie/sEqLJetcTEyMYvu1fy+Jpkuq2IB0aJ4R/O7WiK0nL5Vfybm/JKv7SI+eNYppdnYuRo/6QNbeqgXrS2gLiynnZ8pt20xSB4vBTxblFqT16te/v2w2ZyGUJYWnVaL51qAUAMfJzejFBRBuKFSDKimU7mUlKz9N05gwYUK+61N6/gizVCiuW2XHH0fF54uV6ddkRRZouwKPmgiVUaKYFg6apuHp6YmGDRviwIEDiIqKwoULF1C9enV4eXnh3Dm2OAN3zypla5k7dy727NmDvXv3wtnZWbRugI1NOH+e9Ynn/gNAs2bN8OeffyIqKgrnzp0TKa0cW7duxRtvvIHo6Gj07NnTpukev/rqK9SrVw+DBg3i2549ewYAePjwIXJycmS5mLOzWYOPs7MzKlSoAJqm0aFDB1y4cAEAcOHCBdSrV6/YZNywYYNMNgA4cuSI7N5SkoNhGLi7u0OlUsHd3R1paWl8/8zMTBw9ehTdunVDSgpreEhNTS2SvPk7Ar4klGbwk1ow1sTo8/Ds7G64teoD/fNHfIBCUFBQiSXo5l4s3EPF5dUuYAx6fDWyDzQaDR4niYOwbj1Kg5/G3ez68gwG5OQBYzaZhgQs1bgOUCilCQDNmvnht0iTRU1p/7lE9o0aNSr08ZHuv9BiWtmFrdP9JCUVkZGR8PX1FaXPESpPJVndR/qgzVLIcetd0Q63n5raKTs1Yi9dRg1xTAtystmcnVHRh3EjPA59+vThrRZFIT4hCScux0HbooHZc2HHl0Nlj5s0ET2HpeAnS9cSRav4D6pbGQ4AbvHzpBb3H3/8EXOM+iKlshMlhc8PcwFwx48fB03TMotpvXqlU/XpaUYuei2PQdCr1TGrj8lazvnszhHox6GhofnuK7efXlP+ErVLs1RI1z3+kwn8PF9fX5mPOXeeXFzMj7hwcgMmCw6lsivwqInQyEB8TAsPTdP44osv0L17d9A0jSpVqmDbtm1YuHAhRo0aBYZh0KpVK0WXEQB46623EBAQgJYtW8LDQ+7f3rp1a7i5uaFTp05o0aIF1Go1AGDBggV46623YDAY4ODggF27dsHJyUm0bNeuXTF06FDs3r1bNq+k6dWrFy5cuIDr16+jV69emDNnDjp27IhDhw6hXbt2mD9/PoYMGYInT55Ar9fzfrL79u1DZmYm+vfvj0GDBiE1NRU5OTmYMWMGAKB3797YvXs3tFotKleujK1btxZJzqSkJAwbNkzW/v777+Onn36CnZ0dOnTogE6d2LiRMWPGYO3atYpyODg4oGbNmujQoQNyc3PxxRdf8OtbsWIF78IwZMgQdOzYEd26dSuS7EQxNWIriykomKwtKvbGFAbWlATcS2vMmDFg7Bzh+QbrwP7xhJ4A5MPIolQ/Cutbt34j6rfvJWqzdDz9/f0RHBwsGs4PDg42WlPYIRBGn8uniuJYv349PvzwQzAMA5qmERoaWiiLqnD/9Xq9SDHlksJ/t+h7pB79RbQd4TJCpSc3V14utKhIj3NGVjaGDx8u+vLNSE8DIHY0r/rOl7J13Yq/AdDVsW3H73h+5k/MmTMHwcHBonUVlLCwMMyJY6P8c37/HV61vQGoZf24ZP/cNSS69gXrCgkJwdChQxFlbMt5dBv2VbwBKJc0ZRgDW+yBVoFhGOzfvx8+AW+K+iQmJoruoZCQEMyZtgcA0LZde6z+4bbV95i5ALj09HSEhobii0PJonnVjQERJc0vp5NwNzUT644miBRTQLy/3LQQ/zoeMtcKc5briZM/RUjIW2bX3bWbyUdw//79cPULEq+AtoPBYEDbtm0LdN9WcHNHSMh7VvXlkFpJDQYGtJkPIoIczhcRAIKCgngfSA4fHx9ERkaK2jh/e+HvGTNm8EoXx5dffimaXrZsGdRqNQ4cOICcHDY7SqtWrRSjxYU0b94cly5dstinpAgPDxdNz5w5U9bnr7/+krX17NmT//3HH3/I5qtUKllFtaLADeUroeQ2tXbtWotycL7DUj4TpIl888038eabbyr2KwhkKN9Ibl7pfVkLSyeOGzsWlDE4hbMylEadbS510o4/TDeQNP0Qh9Bi9eiRPEn7JxP/h9QUcUaB5DR5CiYOnU6H4OBg7N69G0uWLMGpU6cwd+5czJ8/n+/D6PUin7TiTmQvTB1VsWJFvj0rg400ZowVroTbsSYlVXFxKVby0KVV2Lhxo8gH2cXFFQCgT0/l21RObrJ1XTX6KnF+lQBk6yoIUn9Q++o+eJAjV0oBwVC+8Rp6kiwvZDF69GicPn2aj9wFgJRI03CyksU0W3cFALtPXBCT9Nq0pHRWq1GrQB9+5obGfXx8EBISgvbt2ormJd2R+6JKizMUB+b0LW57ltA2qCprM2e5rlvfV9YmhFMGuWtD5V5NNJ8yDmUW9L4tzGP54XOxXzyxmpZdxowZg86dO2POnDmKaZUAIDo6mleWub/SisIn2AaimBpRssqUFGrBg7+Wxgu9erJfpJRKXWIBP0poNBp07NCBn+aCl+QWU9Ox2blzp2w9BgZ4cE/ufK5UDlDop9e3b19UqFAB/v7+rKVG0J1SiX3SSiqRvVarxfNs00Pu+dOn7PYFSpxwO9akpCoOzkgiJSlaBVA0jh49yrc5GoewnkSstrguLl0UaLGfk3BdBaEgyfBVEh/TuwqBDAaDAYsWLYLBYEBeKpsyzJCdDsZoyVYK2uJHGQRBTAUJgNAX8H7nrOxCXzrOUgsAzk5iy3XjJk1FZX6VijMUB2ozFmhue5ZQ8svTaDQYOnSorN25QkVZmxAuiwR/bUhSd8HM/ZQfhan8NC/8umia+JmWXdatW4fo6GjExMSY9ans3LkzH7jD/Ul9NgkvFkQxNWLJj624EVZM0TMU2rRmo1B793mzxC1xQnQ6HY4fMyknXLonaUUhoTVEKYUFbaeGt5dcUUtIEish+SWqd2nQnu/LKenC5P4lkcheSuVKRl8owYu0NCzYUloaHf6ZPJPlmVKxPkFSvvtWnjFABBegIFFMldZlDQVJhq+W+JjWq+ut2G/Hjh3sOjnFj2EAo1VEMZWb0aeTEgQx1ahh/fB5SkbB3S+CgoJkiil3/aokpksG7DRf5ldwzXMW4qKi0+lwKz5O1ibKOGEBqV56/2kWdDqdyHLNz3tkufgH94xwdWWt+FLFlCrk/cQwBVcsH0gspndsnCGBQCAUDKKYGilUTeZCohYM5RsY09C+Z9VqxWaJu37/ObafuWM2WpGzqvTv19ckixmL6f0H7BBpnLlIY0qFC2dPyZobNG4isg7ll6i+3+vdRfNWrzFZjksrkb17RXYonDZ+kdM0jfnz5yMuLq5UUwA1adIEAETR3u8PGSoKWuLOU9Jty/lvG7xiVAIEykFwcHChA6CsSYbPnXdOYeOCC6tVqybvTLFBZZMmTeIVU5qmYa9m5c1VcDFp7mfMp2uMFl+7dq3ZqmAcwnvhxoPnFnoqs2zZMrPXr7QkadW3v4T31L+hcq0sWw/naym1nBZkuJ+7f5cuNiUg33gssdClXQHgzO0nZpe/dVfuwiOEG1XhonUZyTpoO9bVw5r7tkktsTtKUZ/NjZs0LfFMJwQCofggiqmR0lRMhZk19IypznZxWm2Dlh7GlB2x2HtZXk1JaFURvqx1ZoZCh48M4ZOYU0qWMorCvK9my5oZSe7C/KyeQ/uIhx6HBg8XTRd3IvunGbkyxZ2PGqdYpYhhGEydOrVEhmEtwYlVsYIr37ZsxQ/iPkbL9vKlS2CJ61dZf0w7N1O1Dq4MXmHJ79hz5527tvVmPnoA1hKsUqkwYcIE1KrFFln4688/4eTAVkdRCqTzqc+W6/vww7H8tSC19EsRbvu1upUs9pWSX8J6abYBh5qvAABqDJdXVgHkvpZKqagsycLfv4JsALP/+teiNVu6TunRytMzZpf/545lnz7uw4NfXmIxnTtvvtW+2Y52Yst+QZ7NwtR2HFyuW1vnliUQCNZhc8X08OHD6NOnD2rWrAmKohSj1aRkZ2djxowZ8Pb2hoODA+rUqYN169YVSY7SdJAXviD1jMmCWhKZAS7eSZW1Ca0iwtdpQkIiAODBQ3GACkOZkpiP+PhT+UaMAShSKJW9zD8zNDQUKpUK9jUbwHvq32g/cztvPZEO2d2+I36R6HQ63Lt3D/Xr1y+wpVSn02Hbtm3Ytm0bdDodjsUno9nXBzDtd3GQUXqa0ZJmDH5iGIbfN4ZWY/JP+3DsknKVn+IMcOGULAd7U1DRsyzxS5c7XIY8+ctY1M+ovLg27Q6XxlowDFPk/Kv57SNvSVSJfUyVUNnZ81Y0ldGqW61aVd5/MkchAsbeOK92nbr8tVCQVIbSoff8yC9hfeLjdIWlAJWLO4KDg+HySju4vTZANI87RpZcXMzJwvWVpqnSaDT49ttvFfNKSteplH3DnDW8W+PqirJw3HyYxm8/NDQUlETt9a5b12rfbHkOX+UTq3S/ffPnOXlHmi7RnMMEAqF4sblimp6ejmbNmuGHH37Iv7ORgQMH4uDBgwgLC8P169fxyy+/oEGDBkWSozR9TIVbMggspiWRS1VJIRBaRewqe/Htmtqs/5+00gZFm6qv7HkoD4KQ5izk2+3UMn8yLrK9xlDW+pSUaW9W1iZ+zXgrT1hYGHx8fDBz5kz4+PgUyHIZFhaG2rVrY9CgQRg0aBBq166NaVvYJP+/nRHv6+mTx9kftNy5vmLH9+HeeTje33JNNi8iIgI+Pj7FZlk1KQ0mBUNqOeIUJXNJ6wEgack7IutVpR7jisVn1qxbhxGpJZELYFK6wi9eusRb0f57yuZcpUDxSm2OgsUs4Sa7feE9k59iKpydU8B7Lb+E9dfum3cN2LBhAzz7z4CHdgQca5tKxnLHqKCBfUJZpIppWFgYpk6dqqhE56eccX7AShbN/xItK3VrD5vyx4aEhGD6NHFluYI826SyKwW/mbMw37j7RNZXmOuWQCCUfWyumL7++uuYO3cu+itUbVFi3759iI6ORnh4OLp164Y6deqgXbt2hQ7k4CjNoXxhtLpdVgpvMS0JGZQe6kLLZY2hJh+1qtWq8/OFCKu+KEGr7BQtNHb2jor+ZOasJo+SxbkgGdAYPXo0/v77b4waNcpqi5IQrjyi8GXHMAxuXLuq2D/m8GEA8kAhAKgosXgJt7Fq1apCyWcOTtzcnGx4urCKf47E15LfI4WSqjy5WQjUduYnaQfnYvHNlVXokWCygIotpkrKY5VqbMnUOIHfJ0WZPtju3pO7oxyJjjKuV3nf63rKE7kLrwFz5Vm5Ag7Scye8ZwBWqbQmYb0UZ9+2/PLcMbImsC/6HoWJv8UiT2/gZbFzcoVL406i5SwFPknXKXV94JRHpev28LGTsnYntfnXRyUPd9F0/MM0q6vzSHtJP0wsWZgd7BU+kikVpk+fXiqZTggEQtGxuWJaUP766y+0bt0aCxcuRK1atfDKK6/g008/RWZmZpHWW5pD+Xv2mBJTzxo/AseOsNa751mWh2QLg2JEM0yWSyGcxSQhXZyTUlr1Rcrfe/ZitiRxMgD8sXtPgfxA7/53T9xgTMrdp08f2UvN2qE5c0OwjDSdjbRdoJgqKd1C4uPjCy2fOXb9sQsAWxP6/n93AcivUW6TjIVrd9y4cejQob2orTiyPuT3kue2wSXU531MFWymnHJ5N9V0D+tSMvkPtsQkuaJkMGYrEI50CNes9JEnnK80QrJ+/XqMGjUKPXr0ULR6m8tjWxDreIXWb8qWV1J6pffbzkQV9ly+z/uMh4SEYOQP++HSUFxFzVLgk3Sd0tuCO0dK1nDKwUV2PVtKWi/1uQ09fAv+8/7BrUdpZpYwIZVLam3lLMyUnWm0hbvfjt4RR+QDAEXTRa5EQyAQSo9yV/np1q1bOHLkCBwdHbFr1y4kJydj3LhxePz4MdavX6+4THZ2Nl+bFjDVin2abnoRZuTklUgFHyk6nQ6Lvv8eVd/9BjnJSWAYBpt27kHFgKE4ezul2GXIzjW/X9II6azsXOTm5mJRhPjFNPajjzBsWC+z63Hz8MAbb/RB6Krj4nZ3D6v2Jzs7BzRNoZJnFQB3+XYqn1x1qamp+a7fwcFBsd2cYkox4tRKFEVh2bJloCgKiwT6UUJCAv+Sr1OnDiiKEimnKpUK3t7ehTqfOp0Oc+bMRfXgpaysxuHapDt38Wp1kyWQs7xTFhSE7t27I0FqGSuF65zbBpeAIiuHvbZyc+UfX5nZOcjNtYNBkDT7WUY27xvLRnRLFA5jbtabCYlISHCERqNBnsDX9llauugcAWKLc45eLzoO5go4BAYGitZRrVo1/r7Jzc01W8JT6VhwcKM7wvZhw4YhMDAQN2/e5H2oufnCfrd095DbuAoAYP91cdUmALKyuUKGDBkqWpc0Sfn9R8nIza2FOnXqALgimkcxBtn1LFMgRfspV/yT03Lw1V//4qdhLRXlM61XvGxi0h1oKtbnp+vUqQM754qoMSYM2bp/8XD7bP5+k8oNsD7MnOylce0TCISiUe4UU4PBAIqisGXLFr5iz+LFi/H2229j1apVinVz58+fj6+++krWvvfAIQBsapKsXIOs1FhJcOnSJT4ZNffwtvcy+Z0VnwzsqU1M0iE8PCnffgDw5+7daFLLHdLLYtXqtTj96zKjP51pXlVHBg+zKBw5egyOKsiWO3LsBB7+a86aZ+q7O3wv1DSw9wYNoRHfoVZjPuG6Ev3790dwcLBFNxCzZevMvLwDOrbHZQCgVbyl9JNPPgEAeE/9m+9Xv359jBs3Dt27symuxo0bh9WrV8NgMICmaXz44YeIjY1FbGysWdksycwIrhFOMd13IALMI5PVKj1dBYBC/379cMzS+mIvgLvOgeK/xqQ4G9L5baQ8Zs/pufMXoNKdx910+XIHD0WhqhOQ+Nw0b8eW9Yh/7gn7qnXx6WdTUeUtcdk/L6/aeApgz4krWDe+N8aNG4f7qqqAE5v/NSX1qewcZeaZ1v/4SaroOFy6dEnRz3PLli1o2rSp2SNw6dIl0BWqmJ0PAD///DMAU/DQ2m3h8HI131963Ww/eBJwZpXZ2fO/R9zeSsZ9kh//tm3b4sSJEzAYDHxJVw7uPuOIuyO+376ZvwB3IqorrvuVOrVkcuXlsdcfh/B4xj2iAMg/LP+9eg3h4ebvaQBITRWvt2ev3hj19uv8eQSAnqOm45K9I5zqtRLdb0rHZNB77/GyZ2RkWNw2gUCwPeVOMa1RowZq1aolKiPZqFEjMAzDJ2qXMn36dDZHopFnz57By8sLXbSd8c3V83x7r169ZMsWN35+fvgm7Hd2gtM99KYk6sUhw5nbKcBxNoG3k3sV9OrVymzfCccP8L/nzJ2HryaEAGgi6kPRKkRGRmLu3LkIaqzG/its1H5FN1c8zEqHf5u2cHOyA2JPiJZr2dofnXyVc0sKtxvYrTsqOKpFbQAbqJP+7yGL+7px40Y0bNgQkydPVpzv5+eHWbNmQeVeA65Nu+HZ6T9gyHxmqoYkYeA7b+PyX1fh3+Y17N9NmbU+MQyDNWvWYPLkybwFbcKECbh9+3ahsgZIZZ67ahO3Id462DmwK3q1a8j3W3QtBsjOxMSJE3AsVJ5HFmCDsnacuguPwA/4tuK6zqXniyPh5+nwG/sPNBoNdj0+h2tPk/FqUz/0alkLC9ZsAiC21Hfo2Am+1Vxx6e5TLLl8EgDw+8o5qDp0MduBEis4VZxpPKj8KmgADrUagmEY9qPUpy2qvGW81lVq0TnSaDT4IeoWAFaxd3GtgF69TC4Ofn5+mD17tuh8q1QqDB482OK59PPzw8rLlo+T1KL6yx1XRE02+YamZOTAzVGtmClAp9Nh3O7/oHZmp907DsaaRX3Z6/243Dp47NgxTJs2DV27dgXjXgujdpiCkrj7jOPMrnOAzuTXTanUWL16teK6W7Zug169xAr61NP/iD7wRNfVpfvYEi//KNPdvQs/v04Wj+nq+MNAWpapgVKJziMAZFRvhum72FK7XB5kQPma/HTKZ2hYvQIA02gZgUAou5Q7H9MOHTrgv//+4xM5A8CNGzdA07TZh52DgwPc3NxEfwCQy4h3X61Wl/hf3bp1BUoyA5qm0cLv1WKV4b2fTFVl7qRkmu334MED0f4zoPD555/Ljp9TfX+4dx6OEydPwasSO5Q8plM9xD1kU+Q8zsiDnZ38G8cAWnGbR44cEfXTQwW1Wo3+TcXJyGl7cZlHc8yYMQMPHjwwe7wnT56MGsFLUbHdQFTqMda4UWXF1EHN7ofawSHfROV6vR63b9+GWs2+7OvUqYNu3bqhbt26Rb5GZswwngeG4aPqPatUFfXjvmvUCseeY9WqVbLIbXPHqqB/5sjLyeKPi53RHSMrj8GDBw8w75tvZP0fPEpm12d0n6jiZPwg4D4eVOJt5eblgXYQBzcxjNh7lRKUKuVkeZRm+gDMYyA75koFHJTOJXcNP3jwAHXr1kX9hq/CEtLr6G5qFr+uC3efo838KHSY/4/ieUlMTBT5Ugr3SWXGg2PhwoVQVfbGjefi48ZQKtG6pSVcKTv2mj9z5oxsnXpG/mySjoUI5z1KNzNkTtE4c+aMxesqKztHvIjKTnQe1Wo17AXXvPAcKW9SvN8EAqFsY3PFNC0tDRcuXMCFCxcAsL57Fy5cQFISO/w8ffp0DBs2jO///vvvo3LlyhgxYgSuXLmCw4cPY8qUKRg5cqTiML4l1h5WzkdZ0gT17AmAfaCGhoaiEVeZpwRIzzafGFsa5ECZ8U9zqtcKFdu+jexaLfncmcLAh893XVKMtpYGoJir4c1F3dJZytYMLv/o119/rTjfYDBYDDSaMGECaAfW5OToZayoZMbHVGVUTBydXPItu1mSpUr7vMlW5KpWrRpatWwOQCldFPvfUnAWwzCyfS3pfI40TfHHJfI6a13/avcVY9CK/EJJMN7rXPCNg70aNE2DMfpAStORmQ3uFhwGbhnhORIG5ChF5VtTwEEpTVGt6pZzfKpcPMzOe2cN65f9OItRDLjyqFEHdu7i9XP7xOV5lW3P0xsjfruB7/aLa8ZLo9ulwY+UWtkfG8g/mEy03uR0zN2jnPUCVpSylfmF03aye83OnFauQGkGthIIhKJj86H8M2fOoEuXLvw0Z00MDg7Ghg0bcO/ePV5JBdhazBERERg/fjxat26NypUrY+DAgYWqZHPi1hMIdfOkxxmoXdm58DtjJdyLtYKLCzw9PRGgqYxd55WrLhWV1Iwcs/N8fX2B/RdNDZSKjwxWIt3eA3ZG4YWjjhk5ykrek3TTtrkgETi5oerrE0X9snPZ5StXrgzEif3PaJpGnTp14O/vj9zcXMTGxmLHjh2ybbm4yNMDcbCWdON+0uwlLyz1KYRTXtT2Dvj2228xdepURWVdGDmdm5vLpxlq1KhRsaSl4XxMnZwc4erkBCDDbC5IS7niKYqSVeEp6XyO8+bOVSyaYK6qUI2abF9O+XFysEdoaChmHGSVWq6cJQetsoMhPUNkUaed3FDlTVPuTEqlBkVRokh0lWDbiY/N+xo+fPgQT548Qfv27fllT58+jd27d2PevHmyNEVvLbfsblJz1FrFdmn6JW59QUFB/HaP3pPfW9w+2dv9iyyFcq2uDTsqbk8Y/KXT6XDu3HlUbP8K30apHUBRFNq1awecvSha9v7DR9DpdLxceXqDLH0ZR/QN8+VLKVrFrt8Cans1AFNgqkptjx8kGQVowccYwzAWP86E1+Ddu3fN9itNwsPDcfWqGeWdUGIcPXoUQPk9/uVd/oQEy+WzOWyumGq1Wov57TZs2CBra9iwISIiIoq87YfPMgF7k0LT6btIJC7oXeT15ocpdzr7MPWvY96iUlQsWQvY8o+mF5DKTo0f1q7FHDO50zefSEJwOzaggs4nhRIAfPHHZQxpy/bnUrxU7jwcTvVbi/plG19wrIuFWDHl6oqHhoZi2LBhaNasmaJimp6ejtVRN3HzURoWDvAzm8qGt76ZtZiyy925exe/fK2slAKstYl7Ua5fvx4ffvghGIZ1zQgNDS1ySiburFGUyToktVpxQXQUzJ8LrVaLU4/E+1rS+RwHDRyo2K7RaPDFF1/gJ3FNA3hUZv2QOQWC97Xkjr0kp2zy48domnMVV+xZH1GKouChHSGzrG799Te8O/AdflotsbLpUjKg8TB9iK5btx4z/ryC7PtxSDsfDoqi8OOPPyImJgYbN25U3Ce9Xg99tuWAGs5aL0U6YmFfrT5yHtwU+UxKZQZMqbjs7VQAxG4aKpUKb77RC1GP5dsTKpJKKaFoOweBH6dYMT1x6gy8P3uDv7YnLf8VgLzYBmDZmlm9Rq18rz/p62D9xp8xsGNjUZvQH1dvYCxuk7uuwsLCMGrUKIvbLmmys7OhUqkwc+bM/DsTSgSapsv18S/v8qtUKlGWJCVsrpjaEj1DyXwZhFaBkoKRWB2FQ4x37tyBl5eX0mIlIId4esvWrejXrhHmTNujvABMZTDzy+3JwR1PzlqmcnaX9TFneeG3KUjd4+DgIEuJww3zDV/Jvky98Qj92zVUPI+c8iL1u+TgzsWNuHiLPqbcus2lGRJavQoDP0wPii+/Kc29aRrKV16Htp4bfl4YBedGnUXtJX2NW8pv2bdvP/y0UuxjfP/BQ6BeZX7/DPo8jB49Gp4DZhlXKFZMKTt7RO74DdWC26OiA4WTJ0/ijUX7ZNtq7f+aaFqqvMTG34HGn60Yp9Pp8L/vfkTVt7+Eq193pJ0PB8MwsuIMUlQqFTzcKgAPUs32MYerqysAk1JbY/gy3P72DZH1387C0Le9gjKWkJCAPbdyELVXXp0sW3Cf+fr6gpKsm7J3wIQJHypuizLmFB4zZgz8/Pzw87ZdcO88XNQn6c4d1PbyMutiAACVq1jOYADIn0tu7pXk8gh+5+oZ2FnILJdnMPAjNtYm+S8pHBwcoNfrsXnzZjRq1MimsryMhIeHY+bMmeX2+Jd3+a9evYohQ4aYTePI8VIrpnlpT2AvsWYIrRVFJfrGI+y++B++fPNVuDqYDrXQGgYAv/36KwC2+k2duvUQunZNsSRBz48PfhYHOXCWK0sYFIbyAdPLpEZFR9x7aoqo9fb25q0soaGh+Dw8UbZOzvfN0jtDr9dj5cqVWLJkiSxfqGm4llVMp89ZiIn/HlS0XFLGQJoKzV9X3E7koYMAPGSR4OawVE6yKNfRudtsjsqkJxloVIONKJb6CHLhPn/88QcA+bl7r04mNjIMGEllqOK4xtcfNT8kozJe2Ky/pMk/MiwsDP5B8upZg4cMw/LPP0Ttdm8AAPJysmEwGEw+prTkMUXbIS+X/eKmVHbw9/eH36tJiJMYLqvWqCGWS6KIvf32O1gxawJCQkIQFxcHSiUOMgLkOTVF6zNee1cquAJINdvPHH9fVV5m27Zt8Pf3BwCo7SwopgrzqtWoBfXt24r9hRZ3jUaD119/HUcFqVDbtGwustSKXEeMH3R6vR5Hjhzhc8wKuR4Xj9peXvyHlBKyc6mA9IifSXyCnk3Efra/nzO5QeQaDHBSSE3FYTCY7lM7T2/kJSsfn9KkUaNGaNnScj5XQvHDDX+X1+Nf3uW3FpsHP9mStHO7ZW3F6X8XvO4UdpzVYdk/N8QzBNaw5ORkfDrpf/wsA6gil7O0lkPXHoqm9flEoQPAc2M2hLTnyrXBpUm7heUCQ0JC8HrPINkynKXMki3D3tMLYUdviyK0aZrG8ePHERISIjpetNrBYlnQbdu2gbKTR+c+2jkHP6xcwa3cgjQmOEuwW5sB0Hy0CXbuNYolKGpeuMl/SM1bTJWDn+bOkQeF1XSzxyu+viXiY5qQnI6vdstTFfFygTH5FAsYM2YMku6aXDWy/2PvC4aiMWbMGDx8xPomujg7sr6oClW4ACD77lXQxqtFb7x26tYR5+wEgFyJJT4jTXzNGowy6XQ6uLq6gskz748t5ZtvvuEDpJQURGvYeEV5e0uWLOGvWyWrKIeSZTLPYDC7jHRkwq9ZM9F0h1fr8r8dJCZIbqTBtXFnnFI3hZ1CQJeDk7NxWfPHw5pAJIZ3UWH56UgCrt4TB0YevGp6dilV8RJv08DfpzWGfJfv9gkEgm15qRXTd97qJ2sriSHOpCdiUw7vG0gB9+7dg0EQiEPRqiKXsyws+T3gaznmYOvWXwAAi75bKJrHWe+E1Xc4hPvj5ioPUtJb8bKqEbIa7toRqNjhPb7NYDAgPZ1NWSX0meOUTnPH8d1331XcRubtWN4SRNHWWUw1Gg1Wr14Njy4joHL1QKVuo4qlFr0QTgGRBj9xh03J5SAvLxcajQbjxo3jq1kJZS4KKRYC6gDgyNFjOHbsmKIl+ccjifw0n0tWxV7zd/5jldaszCx8++23YFVHeVT+4z/m4xtjsGOucRtKlkWpEpT6ROx4SVE0f42kpaWJFdN8zn+7du3442hJESsMwuvWUW1eDiXFdP2Gn80OpUst7tKcngsXfc9nBeCUwoBK7IcopWIzJVTuMwXHddlwe01u+Q7s2h1hYWEWFfWU1Kdm50kRPhdXbDUVtwgLC+NL0gLAz5u3yLcTuQ45D9isK3oDw5d9JRAIZZ+XWjF96Fi7VLYjVfiWH2JfOpfuPkONGjVACYcLaVWJpiGyxIGIfyzOv3n9KkCxlwwjUTr+/PNPAIBaLR+qE+6POSsPIB/KT7vEyiPMWelYW5zkm8u5KCysQNk5yLYrxKzvKMOYlDiJYmIpddSIESP43521gcXuhsEFwOTK5ObcKuQWsuwsdqi7e/fuCF27hm/3rWqh5JCVWBqqBYD33x+Md999V+aHrFKp8DBbcFwNpqF6lUqFXy6xilJcqgFTp06FpmZNfj7Hd60ykBh/DYPfYz8usnIN6PjtIeyJvSeTQ2ohrKcRJ/YHrQJN0/Dx8YGvry8YQaELYe5Q6bmXXldKAUr5YUmB42QCLCu9SkUi/jf5Uzx/lqrYX3g8wsLCsGrVavH6aBVvQeY+nvt0MQaY0ap88/oyxtGeZ6lPzPZJzbPLdzQoJ4dVSCnB6MiWX3+FTqfjLfHPL5h8iqdOmw6dToeIs6aRqcxbZ3nl9eEjtohAabhHEQiEovNSK6Yaj4LlPS0sUkvFxTup/G9PT0+s4oaPAdip1cVqcXMyY3FRejmsCQ21/NKgaDj5GgNKJErHN/PnAwDsJNYtsQ8okJMlj2A2azE1vhzd2pmivDmlk2PatGmyYB5KpZZtV0pm4gWlDWLg26wlSGgxValUVltbaLXcT7GoZGeyqXMeP0nl255n5SLZmDB+4sSJsmWSkx/x51IYwWxlzJpFHNWWHxuGnExF38y1a9dCz5gEUDmzUd1V+k7FV98swFOD6dwaDAYk3U40djRdU5ylUrhPuhRTaiEhUoupq4NkeJq24+XUaDT4eKwp8IfL6UlRFEaNGsWnUVO6riwF+5hjzJgxsDNzLoTHzsGCxVSfkyVrM4BG8sOHCr1NiqmSmwUgHq3hJEjjlFxV/r6hXCL8h/csp77LbzQoO0cescswFOLj43lfUaEV3QB23vGrQt9RU2EK3X/yjxYCgVB2eakV08Y13WRtSom3i0pMXLLFIIqRI0fwQ2enz5wr1i97pcTYAFstSwoDGh988IFCbyO0Cion9phVlAzlcYnThRW5AGD+/Pn8/oSFheGXLZtlq913IMK4fckxMiqHQoupVDFVGq4f9P4QswnSObhhPtHmKAqDjOmFannVxqlTpxAZGYnExEQMHjbc7LqE5OcOURg2/7wBALB46XKEhYVBb2DQ9EtT6cUmTV5F9j1J+h+Gwc2bNxEREYERw4P5ZqFyW1jySxVmyHxmFEF8LEJCQkQfaWpP04jF3YoK9eh5i6rKuD5TIQVrrJTSa//ePbGCQtmxZUu5dTZsaCr3ShuvM4ZhsHbtWhgMBnz66aeK11VhfEz1ej3yFBQwbpucTA4WlN6MNHlBCpXaHokJyoVDUjNZSyQfsCc5j5QgkT1nMX38kHWvkLpTKEKpQFEUrl2XZwTgyHuezFuDHz3PxvqjCXiaIc4prLaXf9zRRrk4X9EKLUzlT1Vqe/j4+EBTQxAgxTB8urGq1UyW8mYa5RRXBAKh7PBSK6ZKuqLUullcXLyRaHE+l8qmaj5VZIQkp2Xj+wPXceeJ+TyK5oINXKrJg0UoWoX9+/ebXZfw5UQ7ioeEqw2aAwB4nJwsap/++QzREJxBIbH9mrWspVZ6PpRSO1GSAgBKw/XVa1rOlUjTKsU8pnPmzkWN6uxLTG3vCH9/f2i1Wmg0Ghy48kDWXwlzHwJFgd9/41Dr5mhxcXYXZ2c8+k1SSpai4OzsjFWrVsHOsw7ffP/hwyIH1llyCTbkmpQtpWINowLqAQBc1Qw8nE1Dtc/yVEi7yA7PZunYGuh8xSpuKJ9h+HP98H7+VjDpuaiucG8Jrx+NIE2btAoSwzBYsmQJktNz8XfsfyIrf2EUU5qmFRVLl8Zaq1x5dDod4q7JE2yPGTsOWzZtUlxm+s5LAMwXOqDsTKM13L1YW1OLnUfnX8qTUqlYRX6NckEBANB4VuTvzQ82nsZXu69gwm/nRX3sFAITB7w9EBqNRtFXdOL/2Nyr1aoIMlNQFGB0y3H3MKWbIjWgCISyz8utmCo8prJzS0Yx7Tl7i6zcoBBuaLIgFreJv17AikPxGLj2eIHlGbRJwaqRT8CHd526ommhwmiyajKiIBIDpRINwSnlD+WG4szKI/SlE/gb0jStOFyf38fF+I1H0Pa112Ttn02exOcxlboXWKquJMRcdaaCMrA1u09ZSZf4Y8YNld68Iy5C8P6IURjy7kAYck1Du9WrVUN6errRaimQiaKLHFhnyfpPq03+vWvXihWUf/97yruW+LoxqEWbAmEOHIhAo/p1AAA59+KgUqnQwFiql/sYoWmaP9cJt/IvJyy9lzwqVRbLqrITXT9Vq1bl50nr0wOslbPf+iv4eOt5/BRzi28/c1peWz4/Jk2aBCh8pHn2+VQk04+C7QiJi4tTvJfc3D0s+oKGhYXxyp1UOR06LJi3BnOnuGZ1Nu+oJYupgXMpMN6vBgvXh1BJvKhjz3/UdfOVojhatjYV5ZBarJcuX4GwsDD8HRFpaqTt4OtTH4D4OrBxGlMCgWAFL7ViqmT5yc4n2bu1SK1SjnVaWEwDxSXStiZCneNUAhtkIMwbqsSj55arLHBIE25LEb5U/GvYK6bXYQAYBJVw7BydRUNwSpZKiqLh4uLCq09cuVCKVrKYsm00TePEiROKw/VJuruy4ywctfzj8mN07dpVtpyKpvgPhIysLN7SGxkZiacpKaK+SjXfASAjn4oW1sL5LWYnxZqCXIxDrc6OYmte3rNkbN68GS5OJp9pd/eK8PHxAUVRovNE0XZFDqzL7wrdtm2b4pB32JEEXmnJyc7GyePHTOukKPz7L2spfeedt5GYmIge3boBAHr17gMAsBMMazd4xRTsZg6p76lUoV68bLlZd49Pp04XB2/RdrCvVJOf/OVkAiIjI3H69Gns3LkzX1mkjP/kE8XgJQAICjKlVIs0o7T5+voq3ksaL2+LgXrC1G0fjBL7meYZGERGRrKjF8azzAW6Obq4Ytu2bbL16TOegckz5pSl7UDTtMXtP3uelq/FnjtP3RqZPhSEyqV0eYaiMXr0aITfF7r82OOG0aWgIM9UAoFge15qxVRxKL+YFFOlkn8Glb3MWpVsHPrmLaYFeIhaKsMnpPfyGKv6USo7BAcH8xaQ5+fDRfOFsnk6GMDkmvGRE0Q3fzBmrHgIjlE4vrSKT/vELi/2LRRaTLnAptDQUD4JuZT9Bw7C29tbZKFWSdSpCxcuKC775y5WyUhJfYra3nXw6tsTMXDpPszYmyjqd/uOqa7m+vXr+d9x8bdE201Oy8agtcfxx3nlGt25egPiHjyXKU3cVLNmzQDeYqrCkCFDkCvxTWTycqDX60FTpnVQFGVKFyU4fm4elYocWGfJIgYA77zzDjQajWyE4Nz5C/zvrKxMcZJ2iuYLAXhpvEQBTk4urNsIwzDYtm0btm3bBmsu/ZMJCnU5BVRwcxdNC3dr6YpVpgptzu6o/b/taPbRD/z8+Nt3ERgYiDZt2oiurNzH1rlJVK9RC5U93BXn5WfR5oL9WrduJZs3cdJkdO7cWWEpFqFPtrOxwhQ3SvDb9h0IDAyEt7c39MZRh/172Spw2Tl5imnWvNXPeAVZZadGaGgoJk/+lJ+ffecy1JTpnr99Rye7N6Vwx7NOZZOiqRecHOmzlcsYILTqUio1/0ErXJaoqARC2eelVkyVXrDZeco11AuKMH0Rh1vLN2TWqlGjRmH9+vX8yyHPiiT3HNZGAz+01mJK0Zg7dy6cnVnLW4/uYqui8Hgl3U7kLSUimdyrI/nvxfx0JU9xCUKl4UeKVrFlGLn1C/JbstOmc2Ln4Ii4uDiZpUtkRbFTixLs63Q6WTaA8L17ZXLodDrMnjWTl8n51UB4aEfApVEnWV/fBg0RFhbGlyTl90VlJ7KML464gZMJTzDxtwuydQDAmE1n0X3JYew8p6y4Xrx4kbesUSo7bN68GXpaPMzMMAxUKhXUdoIXs/F/9+7dsXaZIKm4Kn9fwfyw5hLlS0AKrLX//vsvNv78MwDAyclJlF+VomhQlPh65u6JP/5ic1jm5uRg0KBBGDRoELy9vWX5WaW0qyceupfe7lIf1N27TQU3GMFxquDXDZSdGg9zBMUdBAF5ag/Wkpp+9bCsypY58gwGVK8qL8+Z9yw5X4s2p9jVrVdPPpOmcTjG8ofoP/+wadjWH000ysJV/DAOxRsMfLGNb+Z8xc4y3lNSatasiZpGv+y//t7DFtHoZaqqduDLQbAXppAzKpFjxoxRlI1hGNx6xH6kCn13hSMUsmer0VIrhA1sY+VNfixIX0XG8gmEMs9LrZgqUVxD+UpQagdZZDDDMBg3bhxvSSyIj2lhK86Yg+H8D41DmI0bvCKaL3w5HFj7tSjJtZDsO5dhyGKj87/7foko+EmxopLRYsqtvYILqxhzUcL9+75pkgGsjNLhPFGCfdpUPpHzb5UqxNI8rNw6DHm5vEzqyuYtiwaGzdkoSySvUousUunZysO1HFz1LaEvIcMweJyWzf8WBgHp9XpsiBVnPlDRFNauXQt7QbUe4Sj0m20a8L+tvWYMBsasL2l+FlPAFPmdeeusqZGiERsbCwBwdHCAtnMnwSwaQZKqYBnpxv3ko/KFvoIM9PlUaroeF88PTQNyn/Ir127w83Q6nTGpv1EeOweAtoNzwwBQ9uKyxQBA25vcJlz9ugMA+wFjpWKaq2eQkiXv61HJI1+LNqfYPREqXLxgdlB51LK4/Pz585WH04V+pMYLSJ9ruegABfCKZyVPY/CR8TC/Us0VTX3riL5kOHchaYU4jlvJppETO4Fjt3C0Rnp8VGrWUksLjn3uo0T+g/b+w/x9WAkEQtnhpVZMlSw/xaWYKg3lg6Jx5MgRWbNer+eVj4L4QxWX2wEHbacWWWvsJEqknmH4ICAmJ9PsUD5gis5mKBrLli3jFRX3Du/L+lK0ik+UDwAVjEOMTfyaITExEe3bthH179Gjh2w4sL5Abm5Ij6IoQfJ0sYLo5CNeJ8BaYijjW5UyE7kvlFmv14OiKJG1hlLZ5VtQQAlhwNb8vdew/182CwAFCIby7RQj3S+cZ1OMCV/kFEy/7e1ojA9k5angmH/aH4OBQd8fjuLtNcctBjpZgrNqpUQKhmxpFThbLgWIXA+EllxOqX7KJWrnFSKJLBbODwDM/PIrfmg6LCxMZixbtTaUnxcXFydSuGm1PSq2H4QqfaeioiCPbr5Yebz0BkYxeT6jclDobYLz39br9Th46JBsvqPmVbgHDFFcNiuJjco3GNi0W282Yy293h7GnK208MOGlY1iTMdYKQCKokypu8x9VIuKblCmfLBKqIRfVILflj6GNvy8CSEhIajm5si36dOe8A/4ypVN0frEXgq0FgSSEYrOgwcP0L59e3Tu3BmBgYG4d+8efv/9d/j7++O1117DypUrZct8/PHH6Ny5M/z9/bFjxw4AwIYNG+Dr6wutVovBgwcXi2w3btxA8+bN4ejoKErlGBgYCHd3d/z999+yZfR6PYYMGYIuXbpg5MiRfDXH77//Hh06dEBQUBBvYPv888/x2muv8eu5dOkSFi5cKFtnQXmpFVMlSnIon1bZoWPHjrJ2lUoFR3v2xVwQH9Onmaao3uM3LfvTWUP/twaIUsVIfVhFijxF4fm53ZCSm2JMri2o6rNkyRK4urqaD4qgaEybNg13/2OX5YZoXVwrQKPRiBQukywG0ZD54ZumCG+uYowweMXNVWz1sq8qzjAAsJaYhd8uYCdolaLbAY+xQle7du0wb948wa6II72VZFdCmA0i9LDJetq3X1/+eNAqtSzSHTDtJ20hkX6zymxDdo5lCy4A3HuWhUt3n+Ls7RSkKVh8rbGYajQafP7556JAOEqgmGZnZ+OfA6bUZI61m+KAJFVZVaMFjleIJJtl8lFMhUPTY8aMweMnTySzTS4f0uvToVYjOPu2zXc/pdWt8pXJSJ7eAFcHuaInPN46nY4feTDJbFpG6Sw4N5Q/X/j+Rgsz9+HEPesqujiK1i1UGhfON13bKrVcaaYg949n+Hlsu1poyadpxYwNHMLSssKSqU+fylNrcbh7sC4bIwIkrg3cKNRLEvyUX2WusrjukpS5tPD09MSRI0cQHR2NYcOGISwsDAsWLMDBgwdx/PhxhIaGyvZz8eLFiI6OxqFDhzDXWF4ZACZMmICoqChs2SIvs2stw4cP539rNBpER0ejbVvxs2zz5s2KhVkAYNeuXahbty4iIyPRsGFD7Ny5E/fv38eePXtw5MgRzJkzB3PmsOkhr1+/jiNHjmDzZjY/+fLly/HJJ58UWnaOl1oxVfYxLZ4bRSkfaLceQbKAHZqmsWrVKl4xLYjFVFi56tfTSYWU1ETzFmwwBSeB1NonPF7fL1qEjKtyXzaNO/uSM/lFspbF9PR089WTjNbHDes3AACSbrOKGfdCUaqDDogDOS4nCKrNqEwKybJly+Dt7Y2nT5KVViFjyGDWokvRKgx6522z/VR2rAK6f/9+zJgxg29XOziK/F8v/2ddbXBz113rVq2wcAFbVSuwW3fFKPKmTV5FWFiYWSV4/fr1eOMNNiH5f/fuWww8AcTJ65XSX+V3iXLrnzdvHvq++QbfTqnUaGUM2MnMzJBkW1DLMh14uLPJ0GnjUDpt7yiaDzPDwTwCK6xer8eBAwck800uH9u2bRMZO139eojzYirw6aefIilJct9Z+aLNNWMx9XQ1KX9xcXHIuHla3EFo1YR1Hz18f0lFNO7ccgpyQGctIiMjcfNWAr/MsCEmy03H2fLsAxRMIyu8Ysq5rBrFE2UFoVWiohtS1IJreNmyZfzvn9atN3vdckVRHIwKcOd6bujXrx/vY/rN/AX8si+ai2lUVBT69OmD/v37Y82aNQgICED79u3xyy+/AGAD6bp27QqtVovJkycDANLT0xEcHIzmzZvzCtCmTZug1WrRsmVLbDLmwf3yyy8xfPhw9OrVC7GxsRg3bhw6deqEKVOmQKvVAmBLQnfp0gUBAQFYtGiRoownTpzAa6+9hi5duuDLL78EALRs2RITJkzA0KFD8eWXX2LIkCF4/fXX8frrr2P16tXQarUYNGgQANYK17lzZ7Rr1w4ff/wxAODAgQMYOXIkACA4OBiHFEYPSguVSsV/1D5//hyvvvoqGjRogGfPniErKwtOTk4yo4y9sYhERkYGGjduzLevWrUKAQEB+PXXX4tFNmdnZ1SsKC8qUbNmTYXeLDdv3kTz5s0BsOfp8OHDuH37Nl599VVQFIWWLVsixujHTlEUcnJy4ODggIiICAQEBMDR0dHsuq3lpVZMlR5SN27flzcWEHMl/zRetWVtoaGhGDFihMDqYL1iLKxZXhyJ3aXblio6z7PyeKXkvfffw22FCjPetWuDpmlBUng1b6Ex9zLi/M6cm7LpgdSVWGtjZlaOohwcwiHzGtUEOSi5ilE0jcWLF5vNnyqko4+nbFuVKnmYX4BWwc/Pjy0aIDhueYw4ECuosSmpu/SjI+7Bc/53dq55JYuzXJuz/Bj0eowZM0Zkrbt2n113cnIyxo4dC4NxOIaiaYtpywBATVu+rvIb3h89ejS//k0bN/LtrV9riwFvs5W1VCpabl2UWB+5c+FQqyGkUBQFlauF8wNxMQaaprFvn/hjkfNF5q4ToQ9q+r+HUKtGNVhi8eLFCq2W70NDDpvC6tz5C6jgKA9Ea+7lzv/29fWF66tdJDKrQFHGlExKFbgU2uyMLhNNmjUXpfHirkdHY25ZlZ09tFotatUy+agKb72EJwpp6URD+fJ9l6dto/kywoqY07Up89dtrnE/bj5ircuZmZn4888/+XueoSh+WaXc1eWdp0+fYufOndiyZQsOHjyImJgYrFy5Enq9Hp999hkWLlyIqKgofPcdGwR5//59rFixAocPH8by5csBAAMGDEBUVBSOHj2KJUuW8Ov28vJCeHg48vLykJqaisOHD6N79+78/GnTpmHnzp2IiYlBdHQ0HjyQFyLZs2cPZs+ejcjISMyaNQsAkJKSgvHjx/OKcaNGjbB37154eHggJycHUVFRyMnJwa1bt+Dj44OoqCgcP34cd+7cQVxcHHr06AFHR0d89NFHqFixIgIDA0vs+FrDhQsX+GH7li1bYtCgQWjTpg0aNGjAK9BS3n33Xfj5+fHp4fr164fLly8jPDwcixcvlsWjWCIpKQlarRZarRb79u3jf+fkWPbDV6Jx48a8ov/PP/8gJSUF9evXx5kzZ9iRrn/+wRPj6FO/fv0wYsQITJw4EVu3bkWzZs0wduxY/PbbbwXerpCXXDGVP6TmH7qTr0UpP/iSfxJSUlnrmbYBG437aXdfeBqHK1VmErtbQmjRzMkr+gOXs6BwvqvSQBnpsK6XoFIOh4OjI2sZ5VLIqNUWa9YDpiFEO9dKovZbT7Lw8/FExQ8Iac1yD0HqHcreCSqVCpMmTeLPQ36K6fRerPIjrMH+49bfzfZnwPoLS88zJUlgX9XNZAGTuon0WHqY/51lxoXk7NmzmDD+IwBAzNHjytcmw0Cv14sDVYzcu3ePVcw5X0GKVizjKt4H028lP+b8LlHOUg2Ij6e9kymS3aA3mB325obHVRbcIKzxfeWqFXHXgnQJSsVGc5uuE4FPY04WcrMt5wfm9vO1uux1OyWoAXyUIuWFchv3+e2Bg5D96LZsvvAaMXfPMEaZueOUFnsAXo7cuZcfMy4jhaOLq2id3AgIZ7nlPnyE55eiKIvuKMpD+eZTO3FR+UJrqHmEeWTNX7dcBoGfj7PH89S9XPb6ELgT5XfNl2dat26NR48e4caNG+jRowe6du2K1NRUPHr0CHfu3EGrVuwoBWe1q1evHtzc3ODm5sYHoe3fvx9arRY9e/YUHSduhC8+Pp5fD/cfAGJjY9G/f39otVokJSXhjiCNHsdHH32E8PBwDB48GPv2sdXdPDw8RPEMfn5+AFhLHve7Vq1aSElJQUJCAnr16oXOnTvj3Llz+M/o8jV+/HisXr0aU6ZMKYajWDSaN2+OkydPYs6cOZg/fz6mTZuGS5cuIT4+Hps2bUKKJA82APz666+4du0a5s2bx8ZfuLuz5XYrVIBWq8XVq/LKbuaoXbs2oqKiEBUVhZ49e/K/7RXK++bHG2+8AUdHRwQGBiI9PR3Vq1eHp6cnxo4dix49emDv3r18+eYhQ4Zg27ZtiI2NxeDBg7Fq1SosX76cP8+F5eVWTM2052dRyg9zJf9c3dg685yDfyUXk8VEySq26cRtdFhwiLcESFHbCaNW2YezObmF7eb6pKQ+xbX7Jl8uS/XIzQ0jUhSFkJAQNGrA+th+v2SZxZr1ADB69Idm/U9n/fmvTBE6cOCALIG7UKGvW6MKjh8/jgkTJvAvb4calhOyc/Xfhcq+a7OeZvur1Gp07NhRUW7hA9dB4F+XmSNWxIS6Va6eUTwvu3b9wVs7uZKkUhjGAJVKBSdHuQ9gjRo1jIUN2OuDMvrGWptkX6mKljVK4ZIlbDYGoVKTk2fgl3V2dpKle6LNWEyrV5BbFs0FzwjhFE/uWqAl6ahoO3ucOHGCnSc5j7TaAa4u8mh8KYsXL8bTx2xmhSquDqhRI5+SwpwVDzSiT56Tzc6yYDnnoFRqDBw4EN179AAAfPXJSNStbSwdqmAxZYwfLBmZ4g8X7p7hFFPOOi5ULCkKsBS/R8NU+IALfhJeHlJfe240Q2iVEwsr6ixbzsXFBVLMVVszZbOg+Wv+xbOXsgqnp6cnGjZsiAMHDiAqKgoXLlxA9erV4eXlhXPn2OuM+4hWukbmzp2LPXv2YO/evXB2dhatG2CfaefPnwcA/j/A5ln+888/ERUVhXPnzomUVo6KFSti5cqVWL9+PaZOnSpaL4dQJuFvhmGwevVqTJ48GdHR0WjRogWbqYRhMGXKFKxZs4Zfp60QWiUrVqwIZ2dn2Nvbo0KFCnBwcICdnR2yssQfudnGQizOzs6oUKECaJrmfar1ej1OnjyJevl85Jpjw4YNhdsRIxRF4fvvv8ehQ4dQuXJl9O3bFwAwbNgwREdH8x8iHJmZmTh69Ci6devGK+CpqalFkuGlVkwvGlPXZN8Xf0kX9etaqZ4zAJySlS403YAqPo2K6dE584/LuJuaiZl/XIYSYosp+9BRzAYgaTdnrUhOScWxeFMQlTQq3xoe3L+HDz/8EFcusxHAn075LF8LdLUaNcz7nwK4dl1cPvXVVu1k1iRhWcObt26hbdu22L9/P+9XlR+0FVY6IbO//Br+/v4IDQ2VKUlC2YTvgPz8l5USjzOMgS9dyZUklX4vqIylWR0dTIppa292mNvT0xOrV682DcnSqnwt2EIUh/KtWI67h4THMzvPwCstTo6OGNC/v2iZHkE9RNMq4/WdZQzYyku5Z2w3HzwjXoEdDAYD0tPTodFoMCw4WDS7Y2ct/P39+ftVeB7927aHq7OTdI0yDAYDzhsLBxw5EmPRupil+1egLKng3DBA1scaH3eKS68m8OXkfDNr1Kwh68/lG07PEmfRMCmm7H6nPH3GDncLTjBNUYqWeI7Up6l4/jQVgOnjmA9+MhZ5EGFUMM2lixLJlynwzzYGsgkLcXCYTbHHBQ0KAhJfNB9TDpqm8cUXX6B79+7o0qULH9W9cOFCTJ48GVqt1qJl8a233kJAQAA++eQTeHjIXWRat24NNzc3dOrUCbt374ZazX4sLliwAG+99Ra6dOmC3r17yxQwAFi7di06deoErVYrCsyxlj59+mDChAkYMGAAr1xz/rSjR4+GRqMpNp/MwnDhwgV06tQJXbp0wdKlSzFlyhRMmjQJHTt2RLt27dCpUyfUqFED+/btw65duwAAgwYNglarRZcuXfgYhSVLlqBt27Zo3749+vfvjzp16lgtg3AoX/j34MEDdOvWDRcvXkSfPn2w15i/e+TIkfj555/xxRdfYMECNuB34sSJyMzMxP3799GlSxd07doV9vb26NSJTev37rvvIjAwEBs3bhS9V1esWIHx48cDYC2oHTt2FPnNFob8c8e8wERERKBix8HIvnMZDtVNFqSCWJTM4efnB8O/SaKAjfibt3D69GnF/pYS7Juzoigppr6+vjDsPiHKswgAFWt4A2Ctpd9//z1qfvgq7NxYl4K8Zw9h51YVLhXc4FnBpNxY0tGU3NsA4ML5CziwYy2qvccG7DBG37CgoCCzylCegUFISAjmTNujOH/JkqWoHPQRP6007B19w6SYUrQdH219/PhxM76AyqjM7ZiEN/v1A8DW7Q4MDESXtVfyXSY/axgns+bTP/k2iqJ4ZYbL62pvRyNTEMUfHx+HOrW9sPuHo3yb0Po4YsQItAzohrc3XoWjkzNCQswHdQHiDA+KQ/lWuJtw95DQ+pGTZxBEbAPt272Gg3tMHx1Nm/rhuCAjwcljRwFUxOPUp1A5uaFy5UrYHBkJHx8faDQas9cLhzR1V8eOHfH3zkv8/Hr1Tda8kJAQ5NRqiW+j2GHCGhpvs9e4fENsxw3r1yNozBdmu6X8E4oq/Wfwsilh7hrJTDgHp7otAQAq18pYtWoVjrh0hH21+pg2dSraDRgFQDnowM7daMWVbJNTTG/GXQPggpsJifD27oMf1oQCYJdZtmwpsjNrQuUsD6AAgKNHj0LtURNO9VrhYGQU+jY3BUspHT7O8mmNxTvj+lFUCvyAnTB+JCtZTM355XP3zeChwxAS0kWxT3mHU0AAtpStsJwtwFo6IyMjRW3C1Hzc7xkzZoiCOAHwgUocy5Ytg1qtxoEDB3grYatWrXDw4EGLMk6cOFEWAS6UQbgdYQCVMM0SV66YQ2ixK470REWhTZs2OHz4sKht6NChGDp0qKitZ0/TCNwff/whW8/s2bMxe/bsQsnADeUrwRXUELJu3TpZ29KlSwGwxU+k1wwAs8r/Z599xv9+88038eabbyr2KwgvtcVU+HpNPbIVAJB992qBLErmiImJkT+ZKRpHjx5V7J+WxVqFvvjjX9m87Gxli4Uw+IkbctVoNHBwkA/pPsxjFdW4uDgwDMMrpY/+/BbPz7Ev+CcpT5H9PFW2zoLADQOaovLV+VqgpX617s6SoVuJhpCRredr2J8+fVp+EwmirblsAPo0hWTkAriXG22lxfTePZOTv/RaMecqcftu/s7sUkvSW/37gzYG1FAqO4z48geRUgoAtY3bFyaclypVGmMUpjUuzAv3X+d/K1nw8luH1P+XIyM7x2SxosTWaRXFRrQaZ0Gn02HjBvbhyQUpJScn80qpNdB29iI5pHJLr29OKQXYjx9rc9ByB9ugz0NWZqbZbmyxBC4ITVkxy5Kc20ourI/Ys9N/8G1V3voC27dvh321+gAAO09vnD/Lvujv/Wf+GtMz8rzEAHAoYr9RJvaDbrwg3cvMGV9YzDRA0SpeAdywcRN0Oh0f1HflnnKKJ5WKjcxXgr88GAaM3pQOj8urqmQxNTeUz+UkrlLVchAbwTrGjBmDzp07Y86cOWatr9HR0TKrnTXWcQJByEutmHIPO4YxIPcJq0y0au6Xr0+kNQQEyIfpKJpGhw4dcNBY7ed5lunBe934ME82VvwRDumeO39ecThc6AMqtGwxCraKbIFFVZSvsWYDPkhgX8Q/CB5qsnhcPSMvBsCRbxYAvWnIkvfvMjOOJh2Kq1/FVTQtLVW5bddf8Pb25muVSyMyKTtT0AuXDcCzSlVYoqDp9BIVnPw5hEPykZFRfHuvN/rm69YgtSS19m+ND0ePYidoO0SkyZWydevWISwsDKdPnuTbHtwXKyjSABVLCNMY5SoopuHh4RaXF6YDEu7vg4fJOGv0d6MgTg30/MYJhP74EwBWORFW4eLOJximQC42wSNGiu5laUS28J6ZvfJn0bzbunu876Q5eGuwcZiZopCPX6opIEepihIAJD3JEEW3e7oagxcEwXtqD/FwvVO91nwVNqWo8yoO7Pqk9yxn+eaW5ZRl8YciA9jJfXx5BIUoGFCIj4/HhmOJ5vsD6Nf/LUybNk1xHveIoGkKtPB5IbF+C9Er3Lxz5szBR2M/BGBd3l1C/qxbtw7R0dGIiYkx6//YuXNnPvCG+7PGOk4gCHmpFdOuXdn0RGAYvpydk4urhSWsx9/fH7RaPLSmqV1HlMd0w3Hl3KOnT5+WpJuiFAOyhBadTOMQoE6nQ25uLqRw6R2k/q9MbiYfsU6p7Hjl0Z7SY8Wib2Xr4eAsOTKMy3PWDpWdOl//LqUXixDHemKH+kVLV1hMzEzRarnVLp9x2dwCaqY1appS6kjPCzckf/r0aYSF/cS3Myo7i4F1Sr6Td3U6rFrJpnQxN/w7Zsxo9noRBBNdu3ZNtB2h72N+Q/FcqikAyJYoMzqdDt/n4xoxffp0cRlaI4whT1Rp5JnRNxEAQKtQoTXrZP/bqdtsFS5jJgGKz0fKFMjFxsFJrCRKrz9OUdPpdNioqyyad+u2DjlZ5q2fQjgFlTHoZQFcYgFM2SFUduajZfdeNqWsE1qYzaGuVNMUga5wan1ruAOQu2XcfmIsfsBZJo3Xl6MkUFDlaP6ZSNF2vBWYVrOV48Zq6/Pzla71nX/+Jbt/dTod9AYGb65kP4YpisLSJabrjFY7mB3J+j971x1eNfWG3yT3dlNmocAtbaFlKZuyRwGhCPJTUEBkFCzbwVIEAUUFQREQB6NYBVlatygKFVtmkSVDWS1Q4LJX97q9ye+PJCf7toWWguR9Hh56M05OTk6SL+/3fe+nx5g2atQIFQX9Rrmrv7BnjQkTJsoeD7VhujeNj1dyr16XsAZGbqHiYrUOa3DpyjUFg5RtUIWndevWige3e426uu5wufB8hhAKwCc56UjGpF4jf8tZpHdHPUmMSNFlCgBWRyYZEzWqlnNXZJvrQXTvvT1XYs+MmAs1i6fWwvOqoyxKAIs2VIGTGWXVatR0mbWvBw1LVAgqysocntJJOHM6nYKclCzD2eLuMqxB3WcA+OSTT+EUmEMjlo1lWbAsC4/AJtIZsE6cPi3pzMpDFIpTCSdP5VpOSkoqdHTEc1TLplnKVSFzgAZw47p0neWu7bRcJ2w2G14YO1bRbvXq1YvkxhcNI7WEmrrf4r2ulzBIWazIzszQLJejfEc+howpxxu1HMsiN0frapb3QLwvXpbF3D1a0xe9G0ksqHgvy/ssZsaKiJQlcqXv/5kYh3rX5vp1/t5Xhy6kZvPzqkvvpwFIig2PDHuLbLN82VIX5yNoxQrekQEDB8FmsxF91nZ1KhuMLX//OrNSybLk5GScuJKOa4IYfwHL4fnh0jm27xhu6MkySn5SS/A5nCySr7m6PiZMmLgfUOaG6fbt29GnTx/UqFEDFEXpBgUbYdeuXbBYLKRKwZ3Co1YjsAKTka3KXL1TvPmzNlaUsnoo5H5EBkPNKnAcp5BKAfQTsuSuUDFGNTQ0VJddqVZdv9JD21YtJfeijJHzcHcnMVpqVPRyoY0mGp9Cmz6+UtKEkUGjNhrlBpUevOpoJUmy/k0gf9MWq8aAKcwwrehlhd1u5ysAFaJ5qm6vdm3purB5/IuPYRheTkrmBqUtbqBpGteuXdNlkmw2m3Y5xxE3rhFjStO0Vn4FHOrUkZgrBWNaDNem2pgJDQ0lBRGMIM5VMWzEKSur6VW3rdhB1PCXpJU8g5uT8pv9GvGG3uM9lVn6Pj7axBc1ZvRqQKonacJNVOd98cpVLFu2DCdOKFUfAN54unL5ostjlW87AABgrcSz59YK1VDOx4XHRaat2aRZc7LYjaEx+3+PkN/5suQ+0YMRppLhkUvCZOz/CRyJ49Ne2yOHefURJ8vh3HltCMr/OvO10718fJGYmIjqVaWPrhEjRhifD4D6DRuhQ4d2AIDQuvUASIw8TVG6pZnF0Ay5jq23t7cmpvfqZSnmlzOY+wBwOztf1wtAwlcEw/XczWzNNiZMmLj/UOaGaVZWFpo0aYJPP/20WPulpqZi2LBh6NatW8l0RHj5p2WU3hc15eahCAQv78k/oPUYNM86LRW/9dxYcrehPPmJ0XmIO2QP7l3JUnlOW80aiBoxnO8fYwEtMFdu7u6YNVOZpVkciCzsjVuSsLCRPaRm8Aozm/T0RfOvSdncufkFiI+PJ0ae3W6Hw0DAPqSqD9556lFs2xiLwMBADBw4EFwR3H3yPldXlHejiEs+LCwMtf/3krTG6gaO4zBw4EAEBgbqtqvHMEmhFvqxftHR0Rq5rUcfeUQxX5g7ZEzV7l+bzYYJEya63Eecq2LYSNZhSWzZzS8IAP/tVFVV8pMWXMYhVfhEPTeVoXLq5MkiFb9wE2Kv1YapeNaM4O8+cTIJ48ePx/jx4zVtUBY3HDBQ0JBDITHV+7lCY0xFZvOnn6WQhgKWg4dVOteUKzdle4gd0rYm7sJxLMAaf0zJY7vrhNYlYxhYme/rob27AQA5eflo06YNbt+QFC5chiYASMvMxI5tCQCAd+e/j5iYGPLhQ1H6RQL69R/Ij5vMMG3Tpg1+/F5Z0KJO7SDytzwpTB2rvmp3CobE/AUvN/5afPBMIwCSNrT4EelKl9mECRP3D8rcMH388ccxZ84c9FVpGhaGsWPH4rnnnkPbtm1LpB/iy99+6fJdV34yPojy57SePMOgFzdHuxcu7m1P1Y+B02O0hj8/kpzXYXsqWW6hKXTvxicPNW3WAmvXruXbADDgmX767bt8votZ+fxLZ95775Pj2i/qx1ZmZCo/Bu729ZGelYOuXbsiMDAQw4cPR3CDxsg3sDUff9QfXWyMsrSoQUUiOeR6s07Zi9LD00vhkk8rkJXFtLiTl6pRjKyWYeKI0aFnmBak80ZEVFSUghUNrKUsfys3TJ2FhKvUrSaxfq98cxgXbimZph49ItS7KCB3uUZFReGlF7SGH2AszTXttdcQExOD27duKJa7+QUVWvxi796/CPOmDssRL5NDjB11wcJRVneAK3wepKSkkL9nDuyEPFdxqRxH3N6/bPqNLC5wctiwVkq++mjpcukZJGqV6vVRHD+Ok1h+yvUjnaX4uZ509hxhEGOilwu78ln5SSelijOF3YtXr92Q2Fqh9OfNm3w8u5FR+87c+UhMTFSML8tymPn6dGVfZfdInoJF1ra5+/RN8qEf4scz6+qEv5Io22zChInSR5kbpneCL774AmfOnCmy5ldeXh7S09MV/9SQy7iMHj0aZ8+ehcPhuON/crD5vOhw3uVTAIBqXkLlJ0/eaKlWTSlnIq/UI2LMmDGaPu09q5RAEpfrumoFPdGzZ88qkmRYZwGRI/LyKYcKMnHlK5cuaZoB+EoXeufJD6RwbPKiZMhxjx/XukwBvuKUvK07q3ghqxwiGBwsy2L16tWo2ONFw71YlsXx48eVhiJX+AssN1+6DlmyijocRaFatWr642PAeIrIy+PHVR1KQLKmdbKjndlpZHzdFSVkOXJ8h8MhVY8CkCu7fnr/1MzSc5/EYf369dL8K3Ad6qCep+XLldNsQwGGJUnF5LF/jhzWnq/TiRMnTujPPQDffPMNUm/zjGN6Zibi4uJIfwoEA4rEVLu4HpTFrUghHQ6HAz7u/Hyr6euGDJ1niwgOHCkNK1fOyMnLw7gxUpKYMzudXFOjsAuHw6HQhBU/XhhP7VjLvyQpxgqWZfH29wfIMvH5BIH9ZR1SOFNBgf44S+1JyU8QCkBcFGp8U7I5KEdqVi5SU1Nl4Qf8sVkXH4R5DieZT/kG115kRp2ih0G4jx0F/L5ZucWvG27ChIl7jwdOYD8pKQnTpk3Djh07YLEUrfvz5s3DW2+9Zbiezc2UXkLCg3vdunVo1KhRsfr2UwqNI7cpvNLICfnQpv/1LSp0HAKKZkBRlPCwtmD//n2o48sL/dNgwAovq8mTJ+OjdT+T/QvSr8PpdOr0SXn+I6a8if7dWoPj+OXXvn0LVZ/hjXdRT3TdunW4UbkxAP4llPBHHE6kUQAY3LiVir1795J1m37ZCOBRzXneTk2VSQYp+1ArsBauQ65jaiHHrVKtOkThbjkysrKF9vi2rFY3QBbq68nlIYfSJjwZgaIZnjkSXkxeoa0Nt01OTkYlz2u8kD2nZHtdYf+Bg3Ce47f/4yI/fgDgdLIKOaWajqu4aBXKReokbcnx86+/4eSxo+DYBrJ4Ug6cC+Pg9taVZHzBNoVooJ+7dA1xcXEAQP6nwIADhS1xf8DXRZhwVjoDuaGfcjMHg98cDIqi8L+X5+BC+cZwxaWp5+lpuzQ+IigK+PvQIc1y/pRZOJ1OJJ08ATDKkBaapnHu3DnFfJGDZVlBmD8Y23fuxjcvzgBFURg/fjzcHu0BgAEnGvquGFOaKVTJAQDq1KmD2q/+AFAWJCQkICcrHwDv7WDzspWeDw6EMaWt0ly4dTtN8WFUkHqFXNPMgqaATgHgTZs2wcny12nBgvex5XQWjgFgvLVVeyjGAq4gH5TFjRjjO8+kAeV4CTViqFM0f9/Ikh75SjEunrO0RVIEoBjQNI0bN24CKI8b16/pXqc3YvdgQNVrioRFirFqZOHkSMvKIfcVb39q+5SdmwuAwt49e1DDGzh18gQABhcvX8amTRdxznUumwkTJu4TPFCMqdPpxHPPPYe33noLdevWLfJ+06dPR1paGvl3QaVBmbprvcxdytfXHjx4MHr16lWsf39epnEjl8KNCg0U7ZPKPQIjIdYibiVIR3Xv3h2ebtKDdty4caBkMWMUY9X0KbCutuTXzzv+RuPGjclvx9VkZCfv5X8IOoCDBw/GY22lxIs+T/RCuzatAADePuUQ1orvEwWgfbs2uuPp7e1N+qFGg3r1QdO0ZOgLmb6DBw/GoOee023PFlBL0Vb/dsprW8u/snoXUkbNCHJ2kXPBgNYNDcGwYcOwfPlyEi9oVOVGjkZNmpIx8PWX3OYsKDRq1Ai9evVC48aNceyvBKlPVhfWIIB1Z6y8JqvKMJYLjcuRlvgN8uz/kvH18ZJVGUun0L17dwD8/OrVqxfR5ezcpavLeRxiU2q+EjkkjsMhjya4mefaYFPfOw3q19fdThSI14IDwzB47tkBmjXLli3DsGHDdOcewLuPmzQSPqYElQmO47B8+XISC+xXiTfeXBmmAOAZ2NTlerFtsQpOeJdw1K0rhWJc+mycYluGockHW0gfaZ1POV/QNI2cswdJv8RrKj4rzpw5o2grt0JtsBx/Hfr374+ePbob9pGiLQpJOADIzZTKfXJy9Q2aUcw3o3EWUamKH5mvtNWKZcuWoXUbPrzKv1o13f1PptEYNmwYqlapRJYxVjfMnTtXsZ08frdFsB+ZT/IKOsrt+XMLDeHnlVhUwqecL3r16oWWrUsm7MuECROliwfKMM3IyMD+/fvx4osvwmKxwGKx4O2338bhw4dhsVjw559/6u7n7u4OX19fxT81yIObZhAdHY3g4GBYrdZi/SNtqfkN0cikeZ1Q0b0lMr5WqxWebtJDuFZgEGa98Qb5TVms4DgOf/75JznWkSStBioHCp8uleRdOJYlLw1GqIITHBxMpHlaBVeC1WqFhxvfdwfLwSJ7WRfk6ysU2DNYzTmL8PL2QnR0NHGj0YKOaXBwMFg9dgw8AyJvq3+YMj5SLA7wag/ppT916lQsWLCAZKOrKzaJ5TsjIyMV4uRqMAwDq9WK0aNHIyUlRbcUmy4omoyBm4q5D61bD19++SVSUlIUiRqUC+1KADh0g0PniCfgZpXaoyjKsP9iDfQhQ4YgODgYHlbl+IpjKvZTjLmjhXM2+lezoiq+uZC4RTXU9467VWsAUgC83PVd6TRFYcWKFQiqFaBZN3r0aMO5BwADBgzQGGEA/1F7S0jEq1KpAgDeqFq2bBliY2N123KrVryQkh++/wEWmTH1x8ZvFeu3xG1Fpw7tAQC3HLIxoRkMHTpU9jFnIddUrIalTm577Tfp/nczGGMRNWsFSqyo8MHmLtMqlRumNUZ8hIIMKfnKaJxFpKZnkLaHj4jC6NGjSYw7w9CG+48aNQpXr0h6rb2e+B+efXaQYpuUlBRMfIzvZ2Vvd3LdLQZt3rqdCgDo3bsXlixZghlCzOrW+AR8+eWXxZ7HJkyYKBs8UHeqr68vjh49ikOHDpF/Y8eORb169XDo0CG0bm3ssnWFlyZMwssv8rXYPX3K3XXlJ02WOal1zrOH4oNVXkdcrgt67oJdkdRFMXw2tzzxIyRYm9VNMxYsXrRYOq6srN/sd+aQ8xIFp8VkGXmyiLznoXWMX8xGCSgUKERFRWHCS3xc59DIEeS4a/acI9stGtAEbwkSOerxUidNpAhJGgEVPcmyfCeLV155BXv27MEbb7yBp55SJs99sGIV1q9fjzlz5iiYRL3+irDZbIoazK7wz7HjZAxysjIV6zghrtbHx0dxjQtz5QMArJ7Iy5aSwZo/NdqwTKrY3tq1a2G32+FRiLasmGxUmHSW9kDGjwkjNldxXJ3+UzDOkv5w8WJERUUVvSSoDG3atEFggBA6ITNMGYbBLU4pN0Vb3dFv8HBc8dFKGt0JZs6ciRzZtVPPJSfLobq/tjxmZlYW1qxZo5AFW7t2Lfbt24fr18UEMONrduXyJZdVqqpU9XcZVys3TK2VA8BmXNdsYwjGQkJNLly6ArvdTj7GXGX0r169WnFv/Prb7zisiim22WzwFTRR5c8II3UP0SBmnU7Ex8crEsLGjBmDS1ev6e9owoSJ+wplbphmZmYSIxPgEycOHTqE8+d5RmD69OkYNmwYAD6+7NFHH1X8q1q1Kjw8PPDoo4/C27twnUM9VPWviamvTAYA6FRgLDbUCQuUKJ8isIeiy0n+2L6RLr3Q6jV4BOvXb5D2F1gOuTh74i5tudDOXbspj82x5OH8ryzxSNxGNBhEWZ4CJ6uQegkMMBYzNxSJP5cCAKhckXeHe8iq78izu3s3ro4KXsJ5qQwlo9dZ0jXJAMx1sIiJiUHr1q3x9ttv44cfvldsu+S4J5FlkhtPK4ZqNVDvBB8sXEhKj1Zk05QrhbjarKws/O9//yOLaasbIiMjXZboo6weihjXM6kFGrZMhG+rpwBI80IuOaQH8XoXVkRCvZZ24w17SsfQuPnbRy7bkh9XAUq/PQCoXJl38eoZpoUpZlAUSN14MeuepmmsWLECm0/yjKk4jxwFLJ5Y8DsWbnOtV1pUsM4CFGQbJz9FhLdDyhmtRq8YY6qOy965U3aPu9CebdasGfb/lWi4nmIs8PEUPs70Er5UUlODhZCbiEcKrzFP0VZyf/2ZsB2BgYHYuZvvi2iYPtda6QGpaRWfA8qkrP0HDmraV0s+AfplVxXtCd4aMYSHohk4nU5sO2as5mDChIn7B2VumO7fvx/NmjVDs2bNAPCJP82aNcMbgiv78uXLxEgtLTicLHkJOlkOW//806UkTWGQP0Qrebth3tx3AAA9Inoq2NiDfx/EjRs3YLfbkcdKl4KjaCLbRMBYiXC53W7H9Nemao7bqHET0HKjR8aYfvfDT+ScRMFp0WAQH/75To4wNM6CApcsjNgPNQ4eOAC73U7GUy7Q7iULV6BAyeRcWI02oR4Ymiai/ynn7Rg1alSh+7Esi/TbkpZqgMpNXYT8Fn0I0jpjxowBHLnKNi3StSqoFESWPz1gEFatWoXExESNID5p1s1TU8o2KioKDapp5cNE9ks8VmHVuNyErP2COyzLqGdI5p4/okkWk2vIAsaM6TPN9Ys+iMe5fvWyZl1hclGpqan44H0+/piiBSF3jkNEhFbiKr+AxbV8167q4oBmGLzYrR5aBVXCO08+oumnI/0G9uzepbMjf13krnyGYYRiGUSs1PC4HMti/do1huuzcvORkcbfA3pxtd98q9QPbde+vWFbalAMI4VOWPjE0a+//po/DeG6N6qpjNlu7C94PlRqAbV0tH3FuXP5qn5RCgXEcVTLvgmeqo2nC2f3TZgwUfYo86z88PBwl8aFvMKJHmbPno3Zs2ffVR/ynazCrfhYjwjQHIvo6Og7cuvLDdP8AhZ+lSsBsMPixrteebkqCyZMmADH5VOYNGkSYO1K9qFoRjMmFjcPLP94MWw2G+Lj43V1MHPz8rFs2TK8K5CZHEDcgxzFIDk5GTabTWJMKaUrPzM7ByNGjIDf028gJeUsRo0aCdQYaHieumLwHIvk5GRYLPxLRl4uUM6A0ZQUSqBmTC9d1hokAPD4I9WwND4J+Syw4rPPi2TMAkp3s5pVvFO7VIzTdTqdeOvtt1F1wNtknW+zXvhgeFfc4HywK1mK1xNjZTMzMw11TCt0eA60TPJnfj8+u93H0x2AtnKNKOZvs9lgYVy/uGnBqLdfuoL6/to4axHqYRXlg3T7nJ2KF4Nv4bfsIJy5zrP+Xbt2BU3T5P6xGBim5TysGFzzFtZdrKRYJ27+2cpogOmgWCeyw0alSW9cvy7JazFS8tOSJUsAJlyxraO4IQ06kLPfY8aMQf06gYitw899PnZV6cVhdUIfSDlWUfJJ8Kx4e3sDlOhWd9VXTipbq4OcvHzibuc/ZpTXIz1Lqb1arFGhLdL9JZyHOKzidVR/mJxMEh5QCsPUgn179wKMMhwrcdcuAOWxc9duBL7aG9HR0ajSQj/5iaIYcrxOXbpg7yV+3lK0BStWrMA72sdVmWHTpk04fvx44RuaKFHs2sV/GD6o4/+g9//s2bNF2q7MDdP7AfkFLK5dkYyhyo9PwO245RgzZgwiIiIKrc99PSMPl9Okh7vc0MorcBKDrMDJwW6348aNm7BUqMYzmhyHDz/8EAGvSoYpaAtoFbNx8NBhNKobDABCqUfty758xUqI/F83vDtTqLQjY0xpi5UI+YvxWrTKlZ+dmyu9lDgWa9esQeBr+oZpYGCgkBmvVAegKAohISE4f6FAOJZkzFhlOpsURYGhRQaPQ0zM5xClpJo3a4aaL6oYYwAMQ8FCA/kssPKLVbr90oXMValOENKzTSjKJUHFQ1bbXZ313/p/kYiK6oExCzcAkAzA37b8gRj6JCIiInjlAo7VSOTI690DgF85/mPGYsCwzps3j3w8Xbl8CYAUx/rFF18QjdyYmBhcsnOwVKiOPk8+hU9mTyn6R5doMOmEIKSkpMBms+Hqux/jDGrzCheQtEj5c9V35dvtdiz+YAGqDpqnWPXn0fNoWonFJx99iIBJSsNUrzSvHOfPn9ctsbt48WLYXgkv/FQdeegUWgU7U4qmLeR0OomBtWzpUqRfOoNVq1YhJiYGo0aNQsArP0qGJ6DU7hSXkYPz6ya98iqi+rUUGEIhLtsVY8pxmvLBg1rVwoa9gqdJlmmvF2PauWkosOuIZrlWpEqLCl5WpBENaGG8hTl95vRpAM00HyZ/HxaPJVvOWLBq9Wr4Py8Zpna7HatXfYHKvSaCohkypxrN3KjbF9piBQdgx47tuHz6OLLKB+P13y+gafPmiIrqgnem/Vro+ZQ28vLywDAMZs2aVdZdeWhB0/QDPf4Pev8ZhkFenuvS76ZhCp4xTTkjxUz6PNIFFEXhxsYPXLIzIsLm/qH4LQ/Udzg54ip3OFmeZVQn7auYKMbNDa+/Ph0xMlWrSlUl/U+bzYb33nsfS1KU7ThZTvH+YhhJtqlHz17kPMS60rdv8mEEFh9ejomireSlUhQX+fTp0zHpnQ/xTVowWR7waBvYbDZYL/EvxfwCqZ1q5SSjSc6Y5uTmYczLYxHwyo+64yGCAmAVxq5yjxdwNfYNgDBQxi/RShV8IZoZbhalgefUOZaFpgqNw6SE+vR8X5XHTsvOg91ux/rVn6Nyr4nSCsYNo0ePxrlz5xAdHY23TziBQhJ8SDlFi/5206dPx6BBfDbzv/8chWdtSfdz/PjxWLFiBex2O0aPHg3/5/myv2JyVlE+ugCAdveG35OvYe4ToZirCi222Wyw2+1YNHMCOIpRfASI7OYNaI+Rk52N5ORkXQaRTruEpKQcRVEAEZMmTXLZ5583/oz+T/fDTmiz8ouCq+tehds7q4q0Ld9ZC2g3KSlv9erVeOaZZzB69Ggh+bBAYZjqlQ698fP7oGkaTRs3QjIAL2+ZSH4RYk1oisKoqOfx/RX99SxohNYOxvlcIV5d1qYz81ahZUcre7vhZpa+OH17nECKU5TDE2Lnhfb27EmE3d4Gaam3FftYK1SHe80GituGoi2aezEpKUkW3iCEWjmdglqIThKX8L+tRg1cPn0c1ar6AbgApoh61/cC7u7ucDqdWLt2LRo0aFD4DiZKFJs2bcKsWbMe2PF/0Pt//PhxDBkyBO7urhOB7587tgyRX8CiXt264H4/SF4i1qq1C2VnAP0M5zxVXXaLjBnkS04KdLboUlcxUVv/TIBPxSqI+VSKR8tzKNt8dtCzWDJPKY/18SdLUf12B4jM47///IOPt57ExtMO1G/4CNmOT07wxbaEeAS+0huLln4GoCrAMBKDJ0sgULN6mUe28OfudKJ320dRMbUcovfwb8WbggyORRY/KqKckGFbtZy7wJjy22Tn5MKznpIZ0wNN8YwpAHjUagTfVn2RnshL/bgHaAsBiKhV2Rv/pvJ/W1XMo17deP5F7dowjRo1GoM+fg1t2mi1Xi9cvoYlS5aAzVe6SCmrG1iWxZIlS7BgwQK8O/1XFGL/kv5ZdVjH/BvniPHHG0HKOeJ0OnH58mXeAGRZhYySK5e4XrUhr/odUaVFEyBZW40pKSmJ/5DhlEYXTdMICQnBmRSt8blp0yY0RkPQOkoFn8yZjmqTRpKKZHJMmDCB/N0lwIL4C6oqWU4WHdq1wc5/ZAwejBOt1HBm3kZedqbh+ovLo1BzrJSA5df3dc02v/32G/m4uh3/OSr3GIesfxMA6BdvyL+cBJZlcWD/XpRvZcOBQ4eAiHpCqIykISuHlaZIKMKxf//Byo07FOtPnjgBUeg/v4BFQEB1nE++qWFMb21dieRnVLJcqmN5uTO4qawazJ/bttU4Vz6dlBYlHwKi7i3Lz7HrV5XX36teO3jVa6dYRlmsCob2+g/vYn/lpyDVZBXc9Iz48eOiapcqhKCgsJusDNCgQQM0b9688A1NlChE9/eDOv4Pev+LijJPfrof4HCyPMsnY68oxkJi91xBzzDNdUgv1Mi2gSR+tUA4jqW8lO1K0zSWyrRHAaCyX1XNi+j8Rf24SwUYC156+WXyM8BmQ2htns0U4xvtdju++lrQbWRZsCyLV6ZMAiBUfhFfLuLxdRhFNo+PdRQN96qVpWoz9f15tkdkJq/duEmSFkSD55EavHtbNF4tVncwPtqKNWpQFCAPEbVWkq6NV0grg30ohNr48X6sQVWoPeJ61083ixzA7mldMaRNLbJf9erVER0dDfcayoIAlMUdixYt0kgpiUbB4sWLYbfbCzVKAam+t0VHWun2n7yB5O3tDR8fH40wP8AzNCEhIULRA8GdKyTXGH10GZXBvJ2lH8fIh5ZoHyXvvfeeEPuq7btvWF/MmDED/aJe1qzjWCemT5+O9957D44b5xTr5PfjzN4NkLpttWI9TdMIa8E/sMXx1uubUXUviqbhaaCvCgAFaVcVv/Xm3eOPP06OmXnoN1xZ9xpubf5YKDXsgrkVPhy2xPHJl6GhoTJyk8PN3z8mm6rjY5d+8rHi9/bt28nf+QUsCdehLVZFYYP884c1aia3U1MBSAae+mNOBEUz2LJlC54bKBRCoC3wDGkNL+EjkwKfJOnt6am7v7ItCzmgMzsN2ad2Y/r06RjyHO8NoBg+gWnevHm4dfOGq6bIo8soht2ECRP3N0zDFFISkCg0DwC2WoFFisHTe4nn5DvJQ31M5zoku93h5LD7tPRQ/fiTTxAdHY0RI0Yo9nc4WQ1f93jvPgqpHD3bgbK4Kx7CFCXXKOUNHD6UQGRh+GVOmZA+pTZM9aomCYaNaLjLa7S3DOINzO0JvFD9wb8PE1klcaxE16FoAFIMg+cGPEPaYAzc2xSUhilt0erBKrpJ01i5ciW8hBdvo5oV4ONuQUhVH7KNHmPKGLRXo4InTp3gv1i/XLMWgYGBuJ7PoELHocp+Wt3BsiyeeepJZX+EMpRy2a/CkC98UOhJJ3ECI5uVlYXMzEzdCld5eXmw2Wy85BSp0OPu8qMrPmG77nKHUz/EYvPmzcpCAhSF999/H6+88gp/PJ3xpCx8idxezYJ023Q6nWjZsiWsVbSZ2iLqBNXCwpERuPH9HLLsuUHPopZNLAFrxRc//oENGzZoPvQ4g6IFkZGRoFjjRKIBA7TVqEibQvb/E088gejoaJ7d41gUXD6B6GWfKgpP6O4vc1svWbIEmzdvhiSBBORf5CXfnNlKebIzZ06DVSU/cRyH1v48yziyYzD5UKzd5wVUj5S0jlmK1rD+6vg1Iz1ZayUbOI5DRnoqAMDfVgtVn55FxPs7tG8Pm80GTqVaoQt5UhYn1rx3onwNXkvZI+BRpKSkoGXLlqA9jRP3ACkumzENUxMmHkiYhimAVyLqAVAKfnNFHBo9AzHH4SRf6zzLJ7m1P98pZaU1btIUVapUAQB0CKlCljucHK6pxKA52qKQyrmsk7lOWZVuUYoCsjN5XcUbqRlghVAC4uIUDRWZGUxcq6IrX4fh6fHEk0hJSSGGe1aG9KKkQMFut2PFMoEFZiRZpRs3+VgzWiVT5WQ5dO3ckbRx6O+/Ncfkz0dy5QNAxOO9ER8fbygndu7cOURFRRGjhBK0MzdP7ES20XtpGQna2+12bBXqzkNIxnh3qVamh3LzAMMweKpvX+VyofITTTO4du2abra6GsSVr2eYcixhPl0xpgAvOdWmFR9/Oufdeahduzb27duH2NhYxMbGknm1b98+JJ/Wam0C+oapGL+qNkzFuFcASE9L1ex3O/5zMAyDTk31SwsXJYxGPK+1qz8nvxs2bEjYQQCYnZiLdu3a8fHAgrpA5r/xurGeANCpUydUrVxJdx0ALFy40HAdRVH47LPPSL/ESmLivRIVFYXJkyYa7i/qmIKxYtGiRRg9ejSkQEyOxOMqYlYBhIaEaAxeigLm9W2Ib8e2xeTudeEmSImlFqiit5xOTUy3GIOek8N/+DxSVb9imfcj4QCAn3/8AYAyDh4A6gulaPu0roecpL/I+OuBtshZainEqapfFcV2oaGhyhKqKjCUVPxDkqPjcNsgRtaECRP3H0zDFDwTBihf/npMmh6MGFNxMQWKMKYFTg4+7tKLQZ5g88WIMOnYThbnL8gynyAxTCLTJsoucDKmhHbzhLxKz+vTp+Pt2bwebMLpNHR++0fYbDY81a8fv69g2Ax+7lnpOIKYOsfxLwZPD20M4P6rLGHbYmJi8OrkiWTd8ePHkJSURORrRCPY6XTi5AXeDXotg39BybPyvWXjUtW/uuaYABAb+zWstMyItrojPDwcNpsNbjru4qSkJKESjXBuwnK5q17P2NIzGMu5W5CUlASWlK4VzitfywZxedlYsWIFKldRvlQpixvKteiDmi9vwNAJM5Cbyn98cC6kfsT+6VZJYlkMGTIENpuNZ0xlhumlL3gXuTz70ceLn+cz33gTXbt2RatWrTBw4EAMHDgQAQEBiImJwY4dO2BU6SlfVX3iyaY1+DHRGDasghG+cV1bcSf75C5MmDBBn7UVSpIWJTELAA4f2Ef+njFzJtavU34siIyx4wqvF5STtMeQMaUA+AklS/Xgqk9z581XrBcricmXVa6obZvEIsvmFiuE2Uh2KSf1WaXY8UdcHF4VCoSI6Ny5M2oH1kLLoEqwMLRhlS0211h9IDOTj7XtXjUbueePatbn2o/x3RYMzqvXlC72Uyd5hjewVgDe7RWItG2rDI/1+BN9SOUmcFJRhPQU/riO25cRGBiIzZs3o0uQcWhAgcOBkJAQxMXFkfs4KzsH0Vv/MdzHhAkT9xdMw1QGuWFq5LZUQ898zcpXvvRIVj7L4pcjEtMpT5KyMjTqVePjMwtYDp6quCyK4VkLMR4sKFjMhJcxVW4eigzURQsXgnVITMGFXDfY7XY0bcbH4PV5ojcSExOxdo30Ivd+RJStYjF37lx46GTPLRrYFIDEljllTEhCfDxfipPVZur+LAhcH76Qyo+LzNVW0UtiZSp56TM0r7/+uoItEQ2lj1Z8jnydgM2uXbsiMDAQJ06eFPqgbbOojOnOaV35xDVOEu0GAEqHeRvaLhhRUVHaCmAWd1R6bAxody9UflxK4hFr3utBPEfdYgccizVr1kjxiDLWzHHtDBiGQfXqkpF/5JDARNMWdUsA+PrldevWlQwEFW6lKqsatQ6urBtfqmY7a+iU4QQAPz8/7Nu3D7nnVFJFHIfGjRvr7qOG3W7HvDlvSbuyLF56YZxmu6ioKLQSShZTFGVYSvXWrVvIzTKu3uQKI4YMKnQbvY+e2K/WCzHAYnIaA1pQfVCkrpPSxsrr98ILL6BdG6X+p8hWinDkKhPxAClWXA0xNMbHhw95adSgLtITv9bsey2Wd/lTwodJWqayvW0JUqGFqKgovDvnHd3jAcDvm+PI3xUqVMC5c+cQERGB9+fN5Y8hKGCMGTMG9evyc6tBJb15yoFlWSxbtgzrhSIlV6/fwLtz5+hsa8KEifsRpmEqA8VJhmJRMzn1GNPsfKkd3pUvMaZyJlaeJAUAVgv/Qsh3ssSNRtoRXF1ZWXx6rGhwyF2obHY63pj1hrSTnGURwGdo8/vUstXUiL27VRUNXgozZsyQqqjI0LsRf2zClsmOwXIcUlJSFOUV+XFQvpDj4+MJk3Y5LReDVu4BAARV9jJ0pbNOJwpkL9h8Jwu73Y63vt+vuz3As3eiKLFeLGpRY0zLe1phs9nQp3dvvi2hmsykl1/UbJuWeltRM1yE6MoHhHERjsO6cE2KSWt6WfmcwKolJibCZrOhfXsp05lhGCxdupSEiuzbtw+X7OelY+uA4zjk5OTAT+WSFXHeri3dKbKRorKEPPZYhF+VytrGLFbMnDkTGzduRMbfSn1JjuPINSsMSUlJGtba6dAfT3ehwAWnc1+ISE5ORvqtm7rrCoNfOdcSKIA2iW1Qq1ro378/H38qqBBQFjdER0fzccFkLnIyLVLl9XM6C3DlkrK4AiW4tMUqXFkZxsa2WhVEumf53zabjSRIAkDO2b9x8aNnwTnyFEY+ZVEmjbGqWGq/KsYhEmCsoAXZuswCCjabjb+2DgdZz5+rEzdv8tenmp/OvBKPzbL45OMlfL9o2tAIN2HCxP0H0zAVEBMTgws3JZmYPIf+i0sNvVyGzLwCBZMq6ZgqDZUaFZSlJy0yA7amymVIyUqSyuHh4YGqHnwnXowcgMZNm8p7J8WtCQiqXUcS2Kcow4xqz6CmcDqdSM/Txi2Kr0pxXzn7RFEUOI6TkjEEdodlWeSm8IydI/UKunbtih7dH9O0bZQRz58Oh+xMKZ7V4WSx8a8TcK9RX3974WXm3ai70DftJkXJyq/mKxkcQfV42a1yzXsjJSUFFkq7/7oNXwtuxzjFcoVBQVtARtKFYbpn3wEABgkoqsnXsIE0DikpKYqkuh07dkiuYgPDVERtg9hO9beaOJ568ZRyiIlwctBWDzidTtSoUUM3lOHGDW3m9bjwOpploaGhyvHjON1CAMp+UzL9WyWWLV9GDPjSgJr5/u6AxCjOF1g9sXRxVFQUKlWSjDkjJQGGAoIDlfXojx8/gcDAQOI1OHhRR+8JfHWqlJQU5ULBG/DrL7+ShMsn+/Qhqz2Dm+HcuXOIi4vDlClTpNhXlRQVRUHxvHJzodlLMRZU6z+bP0/wz2PeC6CcswzDoGJFfkzcdbR9pXhyCk5RB5dmwOqE3JgwYeL+xENvmHq5Mdi3bx9Gjx6tYLRYIYmnMOgxpu3qKL/krTKBfTnUNaTlslJ+flUV62irO+bNm0eYKNHFm+/k8HgznuX09imH2sTFz0PtsqzqXx1Ooc8WmpIytnVgVM/dfpEfF3FfuQu5fbu2aNeuHXFxy1mUvGt8XGz2yV1C37TGv1NHVJ2cCzicPnWS/D5xJQPv7ctTyN9c+1Zy61IWN1DukhROVp62bb2QDbVhumxIC/L39weVrCFf/UoJSkj4+lSQAXPc1klUkxlPrhjTH1YuhN1uR46OtibHOUFRFNq2bQtA6SZWx0J27NhR5io2lkMKCgpCvrWc7rrKVfVd8uLx1PGUAM/arVi+TLN9/lU+1OCJJ55Ah3bKrHCKpjF//nzN/fdEY23ssc1mw4cfvCftCw4rVqww7CcADB482JAx5VgW38V+pbsuemgL3eXFgZr5zpfNP5FZTsvIJIx7Wi5vjA569lkwOrquNze+jxUrVqBmDeXYJCRIZYtZlsWtbK0h7unpgf79+2uWi6ECHDiScKmOUbXZbOjcuTPq169P7n/1vBKz8kXoyYaRY6o+lsaMGQMAmPvO26RtkY0v58tn5afqykbxHybDhg0jSZ0UzRRNGcCECRP3BR56w7SWNQutW7fWrTZUmKTPpdQcTIo9pFnuX95D+nKHnAl1HbdKpJ1YTlt5ibFi2rRphMG4niHFJRI5KpZFNdHFL8ajqViWPAdLXPmiARYVFYWaVi2jMnHiRN1+fvTRR+TvqKgojB8zivzetXMXNm/ejDdnzeSPz1iJgUup5GD0ssjz83kjrVYlL+2BOSgye9XJOADAZd0m7VMWq4I9u63zci4KY9q8lqSx6ukmtZeUlKT7YUKRmuH8OlYl7wMAvhUqwdeX/zBJ/+tbzXoAuL39S2Ql70NycjIyVNVz+IZZTJkyhbz8XVXwCQsLQ0gd4aOFNmYUs7KycOq6Nh4RANw8lNekKJL1SUlJuhWcKHBYunQpbDYb+j3ZR7HOo1ZjXUktoxKZo54fTv7+YMH7hjJvnGCohNSpY2iYAhScBkaMr6exQV9U6MYKC9i1YxsAYO/+vxEYGIjpH68j69q3b4dj/2gTeFYuX4qoqCj88J1qDqnmJZunz5gCgoScHOI9w3HkOhiVxK1SpQreelOINVUZlzu2b1dI3Bm1we+rHFvxuIMH8SWRre6ehI0/eJD3vGzd8rumHQ8PDyQlJaFv37545+23xMYLrW5lwoSJ+wcPvWH69+EjhuU3C5OrefXbw0g4eV2z3KnyeUrJT67jVomBWcCSzHWyroI/Cf632+2o5G2V7SdVOBFPhWEYvPHGG3hh3FhFOw6WlVz5ggFmt9uRfPK4pj9PP/20bj8/FATixX0/+WgJWcdU8MeYMWPQpRMvsu1drjz27NnDG6eU0jDVi191c+NZ69gxbXWOzBm6YEWs/GI1PN34F+RXsd/h8OHDZJ2eZIx+5Sfp73hVfXU542UUBiGGL9DEKOY0UjkWqzvRVx3xVHfYPxyIgsxbim1yTu8n1ZPUsjkAz2jLKyEVJj/VtQt/Lo/3fgIbN27UTVpSi63LoWaXU1JSsGjRIuzbt89gD2iSskS89957JNTA10dp8Gb8/atu2IqRbSFn86roSD2pmdfq1asbykVxBfmgDbRG9T6ECoPdbldIcl1N1zd67XY7Vq7gmWWK4aXIVv4s6clSAAJraRUBKlSsBLvdjtenveayH+oqZABfFlZMnJNDnlwlXgc1YyrGrgLAswO0rCvAq37IJe7cLEVnTAE+0VN0/zs5oEaNmrDb7dj4yy98+zqeBgvDkA+1ZwXhfzd3D6wUZLxMmDBx/+OhN0zV0ityFCZXc/KKvtSKwtjREbk3glzv9KUNSi1P37CnAEhMgniISt5usuQqlhimzgIH3n77bXz04WJFOw4nRxhT0ZBJSkrSjfPLztZPGJCzWTwjJr0gvEJawel04uIFvmIPCxphYWG8y58YQiKbrCPVZOUNbv/yHpp1DE2jRTPX2drD+/UkxmuzlmHwr16DrLuZqX2RFcaYBldRGmpyxstms2Hqa1qDgGL4AgRjx/AfBVX9qmheogUckJPDj++KFSvA5mdrGGSKsYDjOGzevBlnklWsFoC33nlHMUcZF65SQJpfYa1a4+rVq4oPMlGeR5QI0oN6/s6dOwdTpkxBq1atMHz4cN19bDYbJk5UVncqSL2Cc+f4+RETE4Pnhw8j65w5GaDZAl25KCPDVJ7UphejLBZ4EFG5cmXUDamt2S4tMRZUQS5eGq/N6gf4e80InSppnwUxMTGoVasWkeSqVasWdu49oLs/fx8pk5s4GUNcyZ0/T7WBmOtgBXk25fziOCkUh6ZpcAYxlrplaUXFCZlsl5rp7dq1q0aWSQOOVTwrXDGm0AkvycrKglUWR+pg+XMVZ61eQQlFk0K/WACVKvNhEk0DKrjcx4QJE2WPh94wdRVvVxhu6Bg6gLJy0+5du3H9Kl9H3oCYJTBKkpJDZDBEg4pjWVw4z7/kD9vTsOR3QXpHLNykYhgdBSwyhFhL0b0VGhqqK5/j5aVksq7//D6uffu2gs0KDQ3VhAswDINQwW2c72TBcRyioqIwYsTzAIDhw4cjPj4eB/drmTZXptXev/5CPR2DQg5nTgYy03i3d66DVbja83Q+DHSz8l28QOVxcna7Hb17P6HZ5rEeEUhJSUGXrt0AgDcCVZJQeQ4n0tMlY4bjOFh8/ZR9S+ONx9GjR+O7b2M1x2nbtr2y34W4K8XzunDxEkaNGqXxFERERCA0NBSOG3zyT8bfmxTr0zKUHypMOam/q1evNmROW4eFKX5finkBy5YtI7HdcrkxsAVITEzUdce7un88hZJgNvc8DUMqehpyZZquYnUoOb6ZNRTR0dFoFaaMJc06uQupCZ+jAmes+fnDmpWK49rtds0YcxyH33/5WXd//j4S5qfAWMorUInTTm3cZec7eeZeZaTRNIU9e/YgPj4ee/bsAevQMqa0h48uQy4+EzmOQ7ly5XRjTAEQWaYbwvNNA+HcxWOkulA7UD+HCVMrO98CJ18gpEK7Z9W7S+3I2xANU04qGlCEmhYmioiWLVve0+MlJCSQanIPAl577TV07NgRQ4cOhcMh3csbN25E69at0aFDB4XHq1y5cggPD0d4eDiOHtXqBj9MeOgN05oBtQrdRu2OKwxpGZnkhfT0M0+jaeNGRepLYcyqyGrZbDbkOHhj8HZOAVZ9zrupDl1IxYa/+dACwiaoDVMnSxJ4kq7xL1qbzYamLbU1v7OyshSsRPbx7cg5vVfh4rfZbJg3V6lPuGLFCgQGSCxMynllsYBy5XwQHh6OAB3jICsry3CMa9asqShJqkb2yd0ApGSivAJWYczMefJRzT56cb8uwgCRIatiVKtWLUSvXKnZRmxy659/8n+wLDiVhJHi28PA4hJjU1mW1WW0r15SjmthrnzRuFi9Zq3GKBVF8W02G2GZs45tU2wTv18Z4+jdsLPit5HE02WVlBFXkAeWZbF7924+tlt2box3RSKJpoaRhFtMTAxOfTAA9mXPI+yRECxZskS5AUXD6XQiN4dnDSlKP0O8Tp06qFKlCq5eVia4ZZ/chbS/vkdiYqLu8QGtNFJSUpJuiJA6O9zTyrOTNpsNkwRmWWTcB/fpJp2CcGnVBmKOwwmbzYYlKs9I2zZtUb16dXAch+rVqyMkUN/7I2bky73s8spSAwcORGBgIL6N/Rp6YFkWF86n6K4Tnx3i9VRLWgFSeVW1YSoxtVLHClhOKNPKwzNYm4zGcRwSEhJw48YNxf0ghlGlp9+ZRu3DBL18iweh7fsJhw8fxsWLF7Fjxw7Ur18f334rxYA3adIEu3btws6dO3Ht2jXs38/LHdarVw8JCQlISEhAo0ZFsxn+q3joDdPKVf0Ns88BfXec3C2oh69iv5FeShw0dayNYJVViCoMK/+UxYTq3exiHKcqyePCJSlDfNNRielIytK6zkNCQnQTlGJjYxXu0SGDlcLiUVFR2LD2S/I7tF5DDB8+HF+sWgUA+PijjxETE6Prdk05l6JxvYqgKOULVA0xuUU0xvMKnOQ6MDSFRrbymn2KqmMK8B8oFy9IUkIcx2GtIOItx7YdO1VGK6cvol/EhAyapjXSUJmHfkO7xspynq6YXgDIzuLd9OqSloBSFL98eWGcOE4hUeRWRfkRx3gpx7N9eyWDK+KRkCDNMpqmSalQ9Rw1iu126MxzkZlkczPhTL8GjuPwwQcfKLYRDT1OprrhppIauvr1LOKaDq4VoHv8Z5991vDep2lK0e/Q0FBd3Vz1h2LHUCl2+H9P8Bq5tQKDkZKSgt49eMPUVlEqtqGWDcsVPlCfHx6pWL579y7UqlWLyEWV89D3DInntPq5etJCVXgTy7KY+soU3f0B4PDfB/VXcCyJkQaAoEAtCeDM4r0blEV5TJExlxuX5+0XhTKtQje9tfdzZmYGevTogVGjRmHDeil57I8/ecmyf/55uJkoIyQkJKBPnz7o27cvli9fjo4dO6Jdu3bYsGEDAD7ko1u3bggPD8eUKfxcyMrKQmRkJJo2bYp16/ixXrNmDcLDw9G8eXOsEQq3zJ49G8OHD0evXr1w5MgRjB8/Hp06dcKrr76K8PBwAMD+/fvRpUsXdOzYUXP/6qF58+YYPXo02rZtiwULFpTCiNwddu/ejR49egAAevbsqfhor1WrFizCfHdzcyP2x+nTp9GpUyeMGzcOubkPt4rEQ2+YUrRFIRAuh5E7Th7Qr9smxYCSlXVUa4kaQXwI672AOdapSH7KzkyXrdNrn9Ndd/ackmUzOo/BITwTY7Xox+DK+6Jmn+x2uyLpiqMZrF69mhCDYlLE1ctaGSVwUttqUIBLxlRE1cp8Fn1eAUticY1MQL0Y0x6P8ALzHqqDJSUlkTKMUqs6LQuxodL56humPj6iLJPr0I3o6GhEDhmsWP76Uy00sYGu5HgAIC2VT67SM0wnTZokSZERtxMLzkV984JMyTUbGRmJMJXLXkSHxiHwpSXGmGEYjBs3jsQe01B+/BjFdut9sO3evdsweZEcz80DK1asQPIN/mF/2J6mMfDyr54mrmnD8p3CvGxh89GsGzlypKYc6cqVKxXGKU3TGgWCutUkaS7xuBZ3D9hsNjJ/qsqE+2nVXMkWqsxdvXxJsZyDpOnJsiz27d7h8pzccm+jIIOXXyLJT7JxLZAx/nlXlGoJs9+Ypds2OKW6iF4FMDH2mmKsyD7Nh4LkXztLvFMURZEP2KTk0wrGjXLTKU0qzG2O4zBpouQmXbVaqG5XSFzqw4y0tDR8//33WLduHbZu3YodO3bgk08+gdPpxNSpU/H+++8jISGBGIJXrlzBxx9/jO3btxOllqeffhoJCQnYtWsXFi+WWPyAgABs2rQJBQUFSE1Nxfbt29G9e3eyftq0afj++++xY8cObNu2DVevXnXZ19u3b2PKlCnYtWsXNm7ciGvXtGWPyxK3b9+GryBrVr58edy6dUuzzb59+3Dt2jU0b85XYkxOTsb27dtRvXp1fPrpp/e0v/cbHnrD1MGyRCBcDUN3HGXBKbXEihwKI5fTZR31YHHBmIpxf2IygcMiiw3Tad/dTYgTU7G1/jWU7nORnXypq5Klql+e74OHm3EMrtgXNfsk1pTnNGVJxS14GZqUs6ddtl2LVT6c1q1f59ow5TjQNI3qwgswz+EkMaZGcjF6jGlUh2C89b9HEDdJ6aoODQ1F+h5ZrCfN6NqlHjZehJ8YJZzWlQ8A7h7GlYI4jsWAAQOIRE6X8E6K9c8+q42zK0wS58ol3njxrNsOjCqeVR7rdDs1TegDZ1i6EwBWR7bA4sWLsXfvXqwS2HA9xMTEIGmtZLzMnTuXvJSioqLwz+FDLvstojC5NTl8LNJ1Pfj3IUXMakauAyln9Ocey7K4fFH58SY30JxOJ0bW1/ZDZH7kiIqKwvnz50kY0HvvvYdvv1G6xIe0CSR/i8ay/XYOLtzKRuJp3lAUP56++OILXL6o/JAUh+TM6WSXyUD5N40/pJ1OJ3bu3CkrwKD9cKFliYpqeTNngUP/w08wTMUQB/VzApA9nxgr2Gz+Yzvr33gSQhATE0M+2GsFBSsMffnHP+mnVfL8yCuAcTKD1YQ+WrZsievXr+PUqVPo0aMHunXrhtTUVFy/fh0XLlxAixZ86ITI8NWuXRu+vr7w9fWF08k/6zdv3ozw8HD07NlTEdoifrQmJyeTdsT/AeDIkSPo27cvwsPDcf78eVy4oLoHVfDx8UG9evVA0zSaNGmCs2fPltxAlAAqVKhAwkbS0tIUhTIAnryZOHEiVq9eTZZVFhL0nnnmGYWazMOIh94wzc3jH4x6LI2eO46yesD28nrM2ccaBtKra1kzDANGp0KQGm4GQvyAFIMlulzbhvKsXv61s7qajHliooeKMZUnVuVdOkEYk/xUpREonhtVCJvHS8kopxGpCEWyjPm+W0UhfI7ft26osRwXTdPY/ZEym3vK5MkuSytSFBAdHY1jV/kknU/ik6XeG1wrpw477WFlENkuCAEqLVWbzYa3Zr0uHY9mdLU1aXcvYb2MNdeRtnEI1cV0DQqOw3fffUd+qsdYzwh1FWNqt9ux5fff+O18KsE27gvpPGRt2e12pKWlkz7o9RsAfhzREN07tsbEiRMNmVKxvdGjRyP3wjFkndyFtD3fYMaMGYrKTiFBhcd5A/pya+3atdPcozRNw0umN1tZKLEqxnO2rm7F7p3boQeaplEnKEi1VDouwzBoVD8UVXyUHxWuwm+qVKmCoKAgvPbaa5qwnuvXpHAa+TWe+u0RrE6Ukhpv3LiBcePGaT4Uetfh+xEaGqooDayOW84+usWwfwzDoEOHDlLYhs7za46oCQoAKoOQYRhdlpmyuCtCRPTnp6DQwVgV5VcBic0Vd/OrWg3vvfeeThsG5yWbF+7+4rPGNEyNQNM0qlSpgvr162PLli1ISEjAoUOH4O/vj4CAABw8yIdsiKy1XqjKnDlz8Ouvv+K3335TJM+KxmxISAj+/ptXnBH/B/i4y59++gkJCQk4ePCgwmjVQ2ZmJiGOjhw5giDNPVu2aNeuHf744w8AvLEuD3PKyMjAs88+ixUrVqBqVb6QTlZWFjHud+zYUahU5X8dD71het5+kcSNqe8zPXech60haKs7ztzKhYdVX6hcrcnHsiysRTBMiY6pzktOFItXy7fU8HTqlirkDGJMz124SOpGp+7g44KcTifmvj1bsd22hAShIX22V56IpX7hkGpSglHMWN0RGRkJj5oNAABeoa2xYsUK1AoI0A2zZBgGkydPhlOlveh0Ook7Wg9P9O6tYMb+uZhumI1bXhBLbx+i1Qd1hVcmT5J+yLVZAVidUn8ZhsGI53kVgvr16oHVceUXiMLzBlNDLrWjfvHrjpsLwzQpKckwpETOaiUlJcn0ZvWTrgAgJaVoDEVSUpLwIuNw48d5SN22Gk6nE5dlYRxffPG5Yh/DOE6d0xPvUTEUh2EYDB06FPZzZ8g26zbwLKVYy/7KJbtu3DdN0xg3bhxq2WoolwvjIb//1NejQOcDJyYmhpQFJUU8VB8hKTKmR97m1QxljNnly5f5JDjZvc7m5+LmpXNkHNyt0nOHoihiDDAMg2id6lvycwoLC4O1Eu9N8a7PaxA3bdqUlJl97VUpG1oeCkJRFJYuXQo3i07cspevQvZLt6yuYOQy3hXJvJPb1E6nk7C1DieHV199lawzKtEK8Ndy6VLJHRrUsgs0jZvQgKZpzJw5E927d0eXLl0weDAfQvT+++9jypQpCA8PV1wDNfr164eOHTvi5ZdfRsWKFTXrW7ZsCV9fX3Tq1AkbN26EVZAHnD9/Pvr164cuXbqgd+/ehcZYVqxYER9++CHatm2LXr16oVo146p0ZYGmTZuiWrVq6NixI/799188/fTTJDztww8/xNmzZ/Hiiy8iPDwc27ZtQ1JSEsLCwtCpUyds2rRJ4cF6GOG6aPbDAJrBmDEjERERAStNK0oEArw7LiIiAjt2JcJCA16BjfDC97wb0IihatOuPQ5fFZgmwZ2VmXoLFl/XRpBFVpJURMPqvjh2OR2V/PyxJyWFPORFVjXldJKuWDjjwcfB6ZYkzToN2t1LwYapYwm/+OJzTJ/yMtwsFiBf2T5N09izZw9hyuSG+4td+C+9qKgofPLWZtzOKcDmuD/QuWkogqb9CgBwq1YHUVF8ooeFphSGeO3gIOwVwioWLVqkPCeaRpVKFQFlOB2BK3F4NbO5aUJHJJy8hqebu9aqVUN0hwNKZrwyk4vWjwZh0z8885ySkoLdVzj8/O0ReHq4K+u5C7BYLMhzFM5IA1qZID3DtGZFnZg7AaGhoZqQD2vVYDiunQVN07h27Zoktk7xxg44DpxTnzG9cOEC4uPjERoa6lLvV2TP5bGBNE3zIveQGNWAVyUZpTFjxiAiIgI2mw31/cvhhKAX3K6O/v0j3qPJycnw9vZGmzZt4DfoEbJ+1uy3MKjPY8QlHlirFimZK/WJwrYdO3D9+nWNy3np0qUIwA2EhISQc1V/BKg/JsXzEs+bfCiqDOIdO3bAv6IPbxjKDDdWxQ5Xr15dSBST788pmBVPD3fk5/DrR4wYgYlfzERycjLpd8y8rbiUpnzhp8ieKWp4VK6uG6KgrhzWvXt3LFujDW3q138gop6XmCJ3nTgcS3neoHCvHoqCW6IagpKh5seaw6XLlxFSVSoG8HyoA1+c1hrE69evR3Z2NoYNG4Z3Z/FMMUsJ9+pDkhVeXIgyRQAvGxcREaFYHxISgvj4eMUyMZtc/veMGTMwY8YMxXazZ89W/F6yZAmsViu2bNlCKv21aNECW7duLXIfaZq+7+Mw1UlZYqnkWbNmYdYsbVy2yEibMBlTUIyFMFNGMkHfHM/G7KM+aNi+B2pW9yfLjT6+8x1aQ7EotZrFJKICliOM3sTH+AcxRzGKF4hYhYYtcBjGATIMo1nnW6ESqlWTzkFkVdSMntPpxOnTpxUsjNhmdHS0ofvW5iWdu4dQgamyX1XdbQEtC+bm4QWbzSaxrjIsXrwYFStoM3FF5AgFASp48WPXpIY3dgsSP2pDrmYFTwxuHWjIehtBEctHMzKWh4O7rC2bzYbt2/mEk4MHD+q6xAucoqGoP5HkCUlWlbGkF0LQo2E1vNw1BDGRWn1Bm82GQaq41BojPkaF8BGgvCuRmL6ZM2cSFovjWENX/qSJk0jGtyuVCpvNhqFDhyqWsSxL3HgSoypBzhR/FtkSz7cPxo6pXVwywjabDeHh4cjMzORrw//+sXQ80EhMTMTFVJ7Rrl6tGiJ6PKbY/4OFi8mc1rDT0MYmZmcqNU137Nqt+K13XgDAyhLGAGDhwoWkQIHcIM7OUT4vqlSpgmXLlimqaLm7uyueCfJ++/j4kDERt6lf3VfTH1cfFUcvZ+urY8gMU47jcPr0ad1Sq/J4TwC695qlXGVZw4r/wDAMhgwZgltC2EePnr0UMaeNbBV0++3n54cqVargiy+kcJWLJw+T/pooW4wZMwadO3fGO++8Y8i+btu2jRii4j+ns2i5GiYefJiGKc1Lyezfv18Tvyg+lJdsTUJeAYvZP/+rePiLWqJqsJTsASy8SKyVC2fmRFYs3ykJw4sPc3Wm/vq9fDKUR2BjQ+MhJSUFW+OUsWX5TicqCHJAH320BHv27AFFUZrkHJqiUKdOHUU1IdGtpxY/j4mJQc7pfSjIuIEhj7Uk4yYyQGoW+tWIetJ+Ks1KUfwfgOY4IyKHwZMxfrH89NOPiImJwTAhoWTnL19jyJAhAIACh3EST3EgZx75JBF+fKwWCyrLKgPZ7XZ8uUbMBOZ0Xcc5OTlkvQYcp3DnWFVGGauzD0VRmNyjHro10HdrdeqglXMq3/pp1Bi1nG+TZflgfFnpWKOsfNE4l6sz6MFut+PLL7/ULF+2bBlhaPVKo4pMoK2iF97o01AT72sEsT3HzQsoSOPZa4qx4NnBknHMchxaNm+m2G/M81L1KbXKxNixYxVGuN1u12hyfv3Nt4oxMDqvV6IGKpaJ8derV69G5FBJeeFattaoHTFiBFo0byr106pMTJSz6rd0yu++8URDzbLCoHttZTGmNE2jTp06urqw6uejh467X7ddjkNsbCwSExN5ySGB3eZAYcyYMcS4rB2sX2yjTp06JCY377LA5IoGvZmVX+b4/PPPsW3bNuzYsQO1a+tfw86dOxNNT/GfXDlHztaa+O/BNExpBvPmzcPUqVM1MUvqh3KuQynYrs7oFutRZ2ZLL3NXcVBqyF35ItuSdptnWNR1un3ceTYy0FZTtxY5wLMhXbt0USxzFBC1TzRr1gxhYWFYuXIloHLZjox6XogflaaInH0RIbosr337Fi4uex7O/FwybqIRv279V/jll1/gITxXejWqTvZTj09GjrEBaWUo1HBhn4hSXteuCPGLtGQ45uZpKwLdCRQSWhQDWnhYWiwWDGsjJfGcPHVKpmXLGrjEjRlAhlEy5GrG9LKe1FYhMAo9UTNblNwwNfjokcOpEpeXw1DZgmVx+vRpwoxfWfUS0g9sxMWPntUtR1pUiO1pku8sUrJSWo6DJBqKkDPqamaWlRnho0eP5iWq1CVAQSvGQOyHPPZ13rx5mDdvnvK4snj0LZt+KfT8fDyNwzXkcmE/H9bGu1T2MS6pagS9a0tbpETMcePG6cbcAryOsBzqbbJO7kLGod80+3EcCz8/P8J+c7IPQafTSSTgatSortvn5ORknDjBJ3ayuTyzTVndxcYLOWMTJkyUNcrcMN2+fTv69OmDGjVqgKIo/Pjjjy63//7779G9e3f4+fnB19cXbdu2VVQDKS4sbu5o2bKl7stT/VDOL2B1mSoRN37iM0ZT7FLlmPnz3gUgGa2uID64j59MQoZQs3zA0335/Tml5ub5W7zbenDnR/DVujWFtk3OQSfjPyoqCr//ulGxrGvXrgAKryakcFkKL3Bx3K5c4sdh6fIV6NOnD7IFhvC7b7+R9lMZprkFxowGRVGw0MD2Vzrpb8DxMlRiJRqKsSjYPyPjqbgQFRYomiHzhqKkjwUACKodIrk8OU5R3Uiv32o4nQUKN+pvvyqNluYN6hRa6EGNwnROCQhzxWoE4Qk4ZRygURapkdC8yLQB/PxL3r8d3894FmdPHdctR1ocREVFYcOGDSTZi2IsiiTAApbVxJHKQyM0/ZVdHpZl8eeff2rGhba6acZAlKETPQ0tW7bkjSVZWI8zR6ZHXISPAPk1VPdTj7VUrNeRaypsDuld2zfenI34+HgkJSUR2S+9tnMcyntZ3d+bvyxCzhkprs67AX9fU+BjGgnrLFMLYBiGXA7dAgYAevToQUTaxTEVP75cSWqZMGHi/kCZG6ZZWVlo0qRJkQOZRWHeTZs24cCBA+jSpQv69OmjkJ4oDpyc9PJM/0uS52EduZqHcr6T1RVkFyF92UsutrrC/myefplFOUTX919790Fk05yyEobq0p4A8MPfF2GrrnXdNqtVQfcYNzLzdI3wIFUmMonzkhmmdrsd8fHxRXJZZmZm4tYNQfRYHA/B4Jnx+uvw8fEBTdNgvPX76QpyKSA1GIZBaO1g4XByVydXIhIcdrudVFACw4ATRio7K0vBCFWrXoNktHIw0ANVyeMoVjFWwjzb7XbMnaMs+1qUQg9quIrRFNG/f3/SL5qmENa8iX5bMibQFcNpJDQvMm3y7fQY+TtFcHCwZDyqVDIC3HM1GeKXLirLkCqhvD6fffYZ6gQHKZb17vM/3b7Lz4sY6bKPMU74YBU/BAuD3PhUX83CvDPXr1xG+p5vFMvkc2hGrwaaffSubTlfX8210su4r1bOWKdXRN6FfzTLnnzySWWcuXBejMWK5ctXkO0OHzpUaPtEwF/0CpiGqQkT9z3K3DB9/PHHMWfOHPTt27dI23/44YeYOnUqwsLCEBoainfffRehoaHYuHFj4TsbQHx5pu/9Ade+exsAz4YNGTJEk3Dkwi6VGBqr9EDu99STAAA2N1OxbUSgVhBBTCDg5Ek1MoOmXsNHNQzHhMfqwt1F7JZ6+w//SELKTZ5tlb/Y1IkJoh0hZ2hE6Rt5wotecsuQIUNw6tQpkgFbocNzQpv8+TkLHMjKytIkNxUVRpV5KIp/kdYJ5mNMFbJdHHdXzLqIpKQkQAjCpyiGjOHly5cwfqxUrarAyaJN23YAgM6dOqFXRHd1UwQvv/Qy3njjDc1ykXlOSkoyYFWNXeh60JXrEUDTNN5//33ExsaifAVe5uXPrX/ikXp1dbc/ePCgYcyxGmqh+eTkZEXVl5JGTEwM2rRpA5YIxlsVmrL169bFvj3Kuvd16tRWJMsooBp7p9OJCuWViUSPNtI34OWw2WyG5928eXNERkbqrgOAuLg4AMasd0xMDE4eP6a7TkRSUhJub1d6V+RzSI/11Lu2ekUp1Pv2aFgNbz/5qMv+ANCVo+v+WDfF8R9pyBvMq9coy//27KnMHNdtXkjqJIapmZVvwsR9jzI3TO8WLMsiIyNDU1lBjry8PKSnpyv+yeFwONC1a1fQNIW8S6cA8C+ztWvX4tBxSQblZlaerFyjbmcACJp8AkiSiIoxHdE+GA6hLYfDAYfDAVrYlmYsxIiTy8twFI0xY8bg7NmzqF6ef9DayruBgfZheyMjD2fPnlXUllajoKCAHFvdBiX0S06yiS57MeHl7NmzOHv2LKmJLGLt2rWoXbs2LIIuonv1ujxrJWPiAgMDMWzYMOhB7JNDNdbib8pAW7Vf374YNmwYKdsoF+3mANJnefvF/RcUFASOk1W0IqECwNo1UpJPTl4+diZdBwBcyLGga7hO+IFwjfs93Q/Dhw/XrKZpGoGBgXB3dwdl0VbgEte76q98PI1ikQHg6PFTmDhxorAPf05V/arAzaJvCPn5+aF9+/aoVq1akcatWrVqeOqpp/DUU08RzcG7uQ5G/8Q5z7IsEZynGauCsWVZp+Ja3fz9Y7DOAowfPx43btzQzDs9j4CPlzLWM89RoNuX9evXY/369eReiYuLA+2ulTVbvHixy3t12bJlSElJgUV+HhyrOGe1ZrF6rgcFBWlUMBiGIXNIj03UuxfrV/XWzC95cl5FTwafDmqCyl6M7nwU8eXqL3DsnyOaYzpZVrGPhzs/9/MdBRj7wotkO45lkXtOu78c4vOTduOfl21at3K5vQkTJsoeD7yO6QcffIDMzEwMGDDAcJt58+bhrbfeMly/adMmHD16FCzLgpbpGzpZDu9uiAfAG1i5DlaQH9IfNiMBcwDg8pXyL/8cO46rZ48DkNiQY9coAAwqVamKbJGL45zgnA6e9RGkrdatW4esvKYAKCTu3gUvCzR9unA7B+vWrdOVrBGRmJiIq//yf+c7lW1QFN+vjDQpgUgOsR8AdOV+/vnnH7hZ6pIq6LTVkxekBzBs6FAcOXIER44cQagvjaR05Yt/06ZNsl9Sn8Rxit+6VXO+AF+feNOmTWQcIcuaF+NP161bh0aNGhmOSVHg6eMLB6CQiyIVbDgnOIrB5ritiDvO9/Fqeh5OnTjG90kG0dg8eeIEbngozxXgx3XhwoXw9/eHU8W4A0Djxo3JOLqCOG7/3qY0fRCx8OOl+N9jvPHscPDjtm1bAi5dpaH3/frHH3/Ax7habZEg9qskId7HgMzbQDOaOcrK4zlFJl8Q/uf7JV2LiJ6P48fkv/jnA01j7NixOJeRDvm4JJ85i02bpDKncXFxivAkiqLwv//9z1CuyOl04rPPPgOqPq27nmVZfP311zh0uypg5Z9HGenpmDRpEvz9/YUkIeXzZ/LkyZoPnnHjxuH7K8lw8w+BMycDY8eOJXPo+FXt/JDfi9ObAJezKaSf2otNMtnSuLg4nElOBSy8zuz169cwadIkA3ZYGtdhQwZj3PjxgM/jii3+/ecfbLpxlPwWn0F/JmyDZ0NZMifH4vrG91Gt/1twE6vKCaBpGp07d8Zh8eNE+BggiYsmTJi4b/FA36Xr16/HW2+9hZ9++omU9tLD9OnTMXnyZPI7PT0dAQEB5Hfjxo3h5+eHWbNmKeK0KMaCWsF1sPekzKisWhf4V6oqo4BOaVCAZyU6tW+DfZclxqBdh04IquSOuLg4dO/eHVarFc4jl7Hu9FHcTkuHezmJieOcBYI7kg/+Hzx4MH5Ymww48tG5Y0dU8nbDWwe3aY47ePBgvPnmm4bjUickBI+35F21HMfh1b2SoUCBF85ee/kQzmbc1j0nMYbyzTffVLz4xXW/f30G9lR+7D5f/SXePMi/yOe8/RYqCyUdv795EEnpNxRt9+rVi/w9IVGSu+revTsZLyQqxZ4BICDAhl69HiXjyDOm4lreIOjatavLEppFgdgnz5BWqNBO0AYVEp3cLQxynYDV3ROAdL1bNG2M2DP/KtoRWfEuXboAWTdxbfIAVO0/W7HN8uXLsX37dl1X/9GjR9G4cWPDuEyHw6GYX+WSbyD6hL6I87rY7zFz8ouw2WyYfmArkO9Ely7hSPv7MrZe0taVD+/aDVWLEENYlH6VJBo3bkzmo8ggUharhvWUs4OUhc9WZxgG1atX18yvwcMi8cHEITh9+jTq1KkDm82Gl786jKO3pTK+cwZ3Ro0KPItqt9s1oUkcx2Hjxo3afghgGAYjR47Enz9L9xqbnwPazRPpBzYSQ+vDed/BpzFvmHJQzQ/V82fjxo1YtGiRYn706tULQ46fxdJtp/F8+6Zo30gyhPP+voSvzihjPuX3ohridWzYsCEurFkLT7GKGsdh+YrlmDJliuLYdrsdSOTDDdjcTHAchxXLl8P2itIwbdyoEXqFSfutu7wPZzNuo12Hjvh2s1RKlgPAZaUife8PqNJHqky1Zs0a5OXlYdCgQej50S6cT5U+QmrWVMbSmzBh4v7DA+vK/+qrrzBy5EjExsbisccec7mtu7s7fH19Ff8AwJl1G9e+mY2QkBD88MMP/MbyBAKaQXUvJcPxcbyBUQoQF7IcJDnEX2k4/3XgIK5e5V9sVqsVVqsVHm5WclxFWUjhhcO4eWDFihUIDg6GU2BeDh36m0hKqREcHOwyjnPggAH48ssvYbVaNe74H3/8ge+XLC5RfKmK5UiDg4PJMdTJMMHBwbDKYl/Du0nsyd69e3H16lVYrVZ4uWm/jcTxUBst4m8jY8ZCM3ybgusPjEXKthbGKz8/X9H+nfwTUa6xFONmrRyAunXrEnf5iKiRyDrOv0SHtKmFPbt36faZPx8LUlJS4LilTcBxOp3Iz8/HlClTdNedO3eu0L6S+eXCCOQsHqQtUXnCzWrFkLZButt/8803dz2Gd3sd9P7J56PEmFrAqT6cxo4aSX6LH3xLly5FlSpVNPOLBY3g4GA89thj/Ly2WhVz+7NhLRHo50v6kJKSYiiRJf9AFiHeT+3atVMsd2bwH2y5p3Zj6NChyM3N1bjr5fNDzZgazY82jeviy5ceR3jz+orl7oXci0bXMSUlBaw8uU/wTqiPvXTpUmkTYXs90fQ9exKVxxHiVytX8UO/fpIhTQltqJO+/P39yXV0cMpXnF7pVBMmTNxfeCAN0w0bNmDEiBHYsGEDevfufcftXFo5Bjln9oNlWSxatEgo+Sc93BmrGxrUDnDRgoT+LWzYskWbXCMmh3iqMslHDR2IkJAQhTtTlGaSxy5yHEeyi3/bEkeSEVKzhdKDkcPQqGF9w365SkzhOD5WdN++fZr4ti9Xr8bChQvxTAueuajubhxbq5bFEY8pl5oa9aUkiNz3yf+RBCp3nYQLOQwUYfTPR/gwEJPBLOWqKBpwJWt0J8g6lkD+pmgGr776KjLSBMaLsRJxei7zJlYuM1adoCiKF+43iJ3dv3+/bu3k4p6PXnUess7dk7Ql5rbQFIWqvh6IH6cMfci7fAqvvDCqRHRhSwNRUVFITEyUFUJQGprOggJFrOXI0aORkpKCESNG6Lan1uMElElI6oQkI4kshmEMQ47UJSABoHJlnoFkOQ5ffvklX7JQPkc4jsyBCRMmaKTXijs/XCXHuYK3t7dSPkswyuUlgu12OxYuXEh+U4KurB6DvGbNGsXcErWUHU4Ow/4nqRfs2b0TNE2TQgoiRBkyQKvgkZlnHG5lwoSJ+wNlbphmZmbi0KFDOCRIf5w9exaHDh3C+fN8ZaPp06crkmTWr1+PYcOGYeHChWjdujWuXLmCK1euIC0t7a76IYpny19YM2e9AT8/v0L3/WJEGMaGVYT9/DnNOtGVVZCbTZZd/WY2nBk3wbIsqYADAGmpt/h9AgKJm5dhaFQSynCeSTnHSzYdkgV4cSycDmP9w8KMB6fTiZ07d+rGos6YMQNhfhw+7VcH+xYM0yQ/ydvWk/uRG0KnrkoxkhzHkTYK8l2XarUauD71IJacvH2LZ5At5atJRgnHYf78+SUiR9TzEaGkq8z4oBgLvLy8CBNEWaTEqxPHj8PpQqOSAj9+C96br7t+2rRpmmWFyTTpwZVc1FNPSwaTyPbRQv9Tzihd+bf/jCm2IsC9RmZmpiQVxGiZwE8//oj8PbFvB5fj6NDR1pXPS7URaiSRtWLFCr5fqiQjlmXJWE7oJtWCvynMY3AcOI7DjBkz0LFdW+m4kOScbDYbmjRWfkAUd36oNYtbBlY02FKJrKwspRyacH5Zsqpu6kILlJCM9Mwzz2jaY1VzyyorPCLKZYVW9UFYWBimT58Ox5Ukxf6uZKyupetXMjNhwsT9gzI3TPfv349mzZqhWTO+RODkyZPRrFkzElN3+fJlYqQCQHR0NAoKCvDCCy+gevXq5J8eo1QcUBSF6OhoQQCbf3jNnf8+fvml8Gosp7ZvRN06wRg6+DnF8m71efd9TEwMPlsuubFyz0jsoVgBJyYmBpFD+fKZl65cI+sPHjhABN1feHECAgMDsWpdrHQQ2sK7+w00DJOSknSXAzyxwTAMOnTooMvwiH3zyroMZ46yNnhRDJPUW/ohBmK8p9PpRE5musE2PIqivSlCrI5ll2lSMj6iWgOHli21NeTvBKJrsecTT2pXioYpY4UY4Orr6wvKIP4YkOxb9fwhTeqMdVFkmjT9diGw/+MvvxIWW2JM+f9DQ0M125c0+1zSUJaO1YYwyJOfKnhp18uNNL2iFPJSvXpTVC2Rde7cOURFRSn6JbUljSVzZidZTlmUMbxOpxM1qvtL/a5QQTEHQmoHafpQHKiNuCWDmhlsqURISIhSm1X4X142Uq13TFE0aJrGK69IsaEi9+CDEgABAABJREFUaJpSzC3xGVDASlXraIrC8OHDMXfuXMOEMgC4feuW4vfV69cMtjRhwsT9gjI3TMPDw8EJjID836pVqwAAq1atQkJCAtk+ISHB5fZ3CpHFAyTtO46x4pOfdhe67/jx43WrGJ24kkFKbzod+swgTdPw8vLiJW4EaROrXyBZv3/fXlwVKihRjIXPzl0r6S06swTXsYHho2dUiGAEFkdkHvTg7e0NHx8fw3VGsNvtSDljYLiKsloMg6qVXbMyhVWekiMrjx//oACJMZEbJSVlSImsDUsrmbi2bdtKCTcyqaqGDRtgyHPPFtquxUViTEhICMZ2llyUd8L8ujLyKYsbYbFZVqxmZawXO2/evBITwy8N2Gw2hHfqwP+Qy3oJkEtn6Z2nXJdTXQ4YgEIeiTIoLWuz2dC/f3/079+fjJWipC2UzLfdbsfkSRPJOouv4K0RDC+GYXDDKZWPVXfbaP4UFeqQBFcfMnLYbDa0bS1LKBTGdtq0acSrQsTyZYiOjtZNRBweGanreSmQfSBk52Rj9erVLvtlt9tx7LslimVnzxjnCJgwYeL+wAOdlV9a4Bx5gCdAW9xRrkWfQrdnBYNUzVpeTM0hpTfFeEM5GIbB2LFjkZWVJRi22hfg88MjUe05wcUruCRZmcA1l5cFhmHg5maFQ4c44B/wh3X7/f3336NnWD0AwGOPPYZ1m7M122RlZRkyEnJXnRpJSUmGLC7HscS1mVqxPIDrhu0wRS2jCSArnzcKD+zfC6Ayv1BWFnTz5s13Xe4SAM4knwLghT+37YRXXcm1arPZEBRQE5fyeMOUFo5dsUIFVCpfDtCKGwCQDBs98XRxnGw2G2pdPK9ZXxy4iiEU2Tmn0yljpXi2f/To0Qh49WeyLceymDZtGipVqlQi41laaNLoUezfeRa1Q+ri8AGl633qq69glRCJomevu1loZPMaarqGqTxMpRjfTgAAd6sFBULbKSkpxAhLSkoCqxuWw4GmaSxduhRfX7kBgL9Wt26nIiYmhlyDO40RFaE2bI0Mbj3U8K+Goyn8/WepwLO6ItMvnl9UVBT+/jIRvxy7hZ71KiJqhH5+QKdOSs1fq5wxFSZndpbyWZV1fDspaSoiOTkZWacSxScBgPunJOmmTZtw/Pjxsu7GQ4ddu/gk1Ad1/B/0/p89e7ZI25mGqQ5IbJqlaHI4NMDL0+vomIouLLlhSlEUvv76a7Rs2RJHjhxBSEgIv41O8gvnyCXtirFyjPACquhBY8KiRejQoQP6f1d8F5W/v1TKNDQ0FNisNGDlLkaapjWSUK4YSN5lacA2Cy+HiIgI/JTkOsa0eIxpAex2O96fPx/VhiwAAFKvXizhGRERcVdMn91ux/aEeJRr3pvEyclRs3o1XEq5jbfmzMXJLE/8kZQKmqLQqmVzfBV3S6dFifm6euWS7noxMaaoDJYRXDKmQrUyRibkf/XKZUmsXgGOxGTf7XiWJkTWs+/Tz6BFi+aIEwzRs2fP4jZVDqs+5R/yegaY3Mjz1MlWV8zLYl4W+XWQj11oaCgonWIZb86ejapUBrp27YoZE5cTA4y2umPMmCHkGtzt/FDvX5zEw6qVKwEp14T9xPh47TNicuea8M+/hGBPvtSu3tzRFAEQDGbelS8mVnkpttH78A8JCdEU46Cosn3l5eXlgWEYzJo1q0z78TCDpukHevwf9P4zDIO8PNex3qZhCn6ghgwZgrVr1/KMkfCQY9w9C9mTR3T0CsEFqnwIRrYNJC6sCYvXK9alp6fDZrPhyJEjZJsXZr2n2EbMNpW7h2maxowZM/HZBV7IevJbk0HTtILRKio8ZWVI5cwqm5dNGBrxxREdHY0xY8bA6XQWKfHGZrPh0QYNkKwlYQGOA8vxCR/ullou+1gc92RmXgHPOskTjWjpHNUMzp0gKSmJJHpYK2v7LoZjVParBg/WASAVFMXrmCIuQbfNDRs2YOKYETh7Whv6ICbG2Gw2uFvvTurGVSIZbXEHRVGYM3culgv289kzZ4hRmnHod5Rr2hOAVKGTZVksWbIECxYsKHIf7HY7jh8/jhs3bhS+8V1CNC4PH/0He69yoD34kJQtW7agXS8p6UbPAJPXpI9sF6hZL2e3i8MsyvsFQGGc2Ww2rFi2DHNU06Brly648s9uJCcng83PkVYIBTfE+ZF06iQA3mBLT4xFTMyVYjHafDy9xC9uWL8OL41+vkj7nj97GkA58lvO9IuIiYnBqFGjiAeGoiisXLkSgL+iLfX1kCc/ifDy8kJkZCRx5yvGRYDNZsPQIYORIFtW2c8PZRll6u7uDqfTibVr16JBgwZl2JOHE5s2bcKsWbMe2PF/0Pt//PhxDBkyBO7urkm/h94wpWkaiYmJCAsLw5w5c5CcnIx39+bh1K0CrPxiNV7flOJ6f4p3UUVERODYySSMjpMsMTFLPCIiAuzbUqyTyN517dpV2ZiR61uRUAOkpacDqEIsBL2M+ind9Wucy+Fh1TdUrB5eiI6OVqghiOeYnJyMkJCQIhl3wUG1kHzsqnYFxxI25cIFiWWu4uOGd/sqM4uLk/yU62ARGhoKZ7r06pEysrkSSdjhmWDBZVmusmLdF198gZ3bLsGzThgmTn4FHfqPAuAJmqJ065CLmPrqq3imd3fUq1sX2GLMWrvdpavWVVgEZXHjM79nzkLA5O8AAKEhdQhTnn1qNzFM5eL0ixYtwoQJE4o0H8SwAJZlQVEUnE6nyzKcdws34XwTtu+ER3AzYpiOGzsWfx7oTLbTNUxl10tPa5eh79yVn5+bA7HCUmBgIKKjo4kBOXJkFOZM+1Wxvdh8SEiIQpaJomgyP+x2OxK2/oFyLf8HAOBoplgeArvdjvfmvYtqQyVJpymTp6Bvrx6F7m+32/HTD9+jQudIxXK5BJbdblcYpYD0HLS98pNiP4dTGTrE6LjyAT7/4IUXXsCuXbuQUr4Jfjyp/Aq22+348ssvUWtqf7Ls1u1Ul+dyr9CgQQM0b968rLvx0EF0fz+o4/+g97+oKPPkp7IGy7IkVlKUPPKrxMszeftWKLwBjkNsbCwuX76sEdjPyOUNmKSkJOScP4rUnetw/ef3AfDs3enTvAyPmCAlsm2aQ4iJTULy0yefLgMgS47QQZMqhXe9io/+VwsHoEoVbQN6klCuYGRIyRlXOQs4rC6FhuWV4RB6cZeuYLPZMOmFMeS3PPlp0qRJd+12ttls6P14T91148aNg2cdPpnDI6QV9u8/AAA4f/6cS+bXyeozuWpmulPdKqji44bOdQuXMNODK81Y0ZUvn8E2W02peIJBcp1c6sgVyBwXEww5DuPHjy9VLVRiXNIWOLMl9Qen04mLF6R4XT3Gs7APIkXyUzF83na7HbdvSmyxnvSaBkLzNpsNj3Xtolglzo+kpCSFyH3+pZPFkvTi91cL9BcUaf/k5GSllwLaeaGWi5KOof0Yz1PF9FpJ8hNHij+I1ycsLAwTJ05EnVra+zoxMVF7TPruvA4mTJgofTz0hqkeiya6uEXD0hVYUBg4cCBatWqF7o91U6zLcfAPXTHONG3XBmQL1YAYhiFC0MnJyUKta+VD2s/PD4sWLSJGASVkgVuquHZ/A4D9woVCt/F21yfMK3m7FbpvUaAX8+ZGK6WO5MbSa9NeI5JFIorDmIqYMGECHDd4w0OsRw+Ou2tJMRGtW2q/VGtbbvNSY3k8a8M58sAJBsv7772HSS+PN2zPYnEjc1D+saCWhPJys2DP9G5YNeLOSqqW85Cud6vgSop1JJ6akjOBFCmeMPtNWUlU2cu+qCy0mAQoR2lroYoGDWWxgs2RDFOGYdCoXm3yW8+uLCy2+U6Tn+ShICKKMw5Nmyg9CuL8kDP5AJBz7nCxPAShoaEKpQIAAMcpJJ+MoI7l5GQeEUX7BkUH1MhzKJ+DFh3GlFa11TigQqH9BADqLpULTJgwUfp4qO9SiqJ0ZW9EHdPYv6QMsvzrKcVuX8zmFWNI1SU9xeOS5CcVY+Hh7oH+/ftL2piCkcXlZsIV8i+fQscmxjJRRlg/sjUa28pj5ZCScRHoZQl/ObKNYrwz01KllTLhfZFBMjIQJj4mnZ+HlYatoie+EAw2m80GW83q/EqBMa1UqVKJJemozyuybS08F5QHmqaRcWAjAMCZnUaSQMBxWLfqc8P23nn9FdK33o2keDu9/loYulgMnRzusnKMmaqPLpExlRum4keBzWZDj8fkYSeCAL9OHKER1DqWQOlroYrXqXnLVmCzJEmE5cuX49HQIHw8qBmWD2mhO08LY+rlu7D6ohW6CA0N1ZQOLWwc5D0xihO22Wz4X2+prj1DU8US2LfZbJg0UfnhxkEp+eRq36HPDSK/c8/s1xzbVdEBNdSMKSOLMRUZU/VjoY5XHkY1ckPMAOm50LZtW829oldswYQJE/cXHmrDlOM4TJs2TcHQxcTEYOMPfIzd/qPHyPJbm41LShpBT5hbD6Lhqn4XMhYGNpsNrVvxBhfF8DW9x48bCwB4pJoX4uPjNcknA5tVRUBAADmfoqJdSBX8/GIHPFrTt8j7uMLppFOaZerX/c2rl2W/JOF9kUEyis2c+JgUQ9sysBJ2vtYVXepVJcv8/fhQhMgRPKNUzkCL9U6gNmSq+brDz68Kli1bBggauB61GsmkpPjz8mX0QzWmT5fmoKuyoSWJzLwC1KwgJfdRFp4lp1SMqYhfN8qS64TYQFE0viggc1xgyNTJdaUBMZSkZkAtTBk1hCwfOZLvc58mNdDzUX/dfZlCmDW5hNTlNG3ijRFsNhtq2WpKxylCIuGvsiIfrgzm1q2kAhL//vNPsaW8mjR6VLmAY4vM5nYNl6SaPOu00j22UdEBNdSMqVWWle9kxY8iaRxiYmIQGBiImUN6oEdYA3zxBa/zLBrDcvjphCiZMGHi/sJDbZgCyhgvEgcniuHL4p9oz3IGLRgjzyFUIlLF14lSO/v27SPbRkVFYd/ePYr9RR3FhvV4I2zk6LFISUnBY489BgBwc3dDeHi4pnpKzw4tFcctC9jtdmyL36pZfuOGUrM0SB4bJhMSFxkkOctnhByHNk5NNB6r23gDPTc3t8TiGdXGsnidR4wYgcmCy96tarC0gVg73CB0Qj4H71aLsqjIzCvAogFNyG+JMdVWNLLb7Zjz9luK/dUv/KJADAuIi4tDdHS0YW36koJ4nRxOFhWEsr7PtCiaIVyYK18+B1IuGevw6qFWNSmMQh2uoTdH33v/PaJi4Gp+yGO6a9asabidEerUDtYsKyqrXdR5q1d0QA0NY0pc+aysKhm/TO/ZOn78eDJeasP3k8h2ReqnCRMmyg4PvWEKSAydGAcnuvIpd0krz3H9HLJO7iq0rax/E8jfImOqF1/Hsiw6duyIuLg4suz9eXMV29zO5A1k8SVYs1YQbDYbSVAxenX2at0QMTExuse9V9DINgn45ptvFb//3r9X8VvtHnaVsCPiwDmtcr34ojx0+CgAXpNTHb96p1AndeU6ZGOsc86iseepI/eUun0NAGkO3q0WZVGRmVuA1rUrY2xjnimlBcYUAjtFQUrqSUpKglN2XmKVtCVLlFV1igKbzYbOnTvrJteVNMQ5kFfAwqBGhCEKi23ev1eat9NfjCryvIqJicGPMwYi73ISbm78AJs3b1as1yshzDqduHyZ9ywcPLBPsU5+XCujz3YXFQE1ayh+M8UI1XClOlEY1DHt2uQn0ZXPkWQm8fIYxS6L46VGkwDXleZMmDBR9jANU0isABHDF17CtDtfctOZlYqCtKtI3ea6BB4A5CQnkr9Fd59efB3AG6fLli2D3W7Hvn37sG6V8uXGUTT27dtHXjgOg9AANcsiMnA+Pj66xwWA+f0a6S4vKejVBAeA2NivSX/tdjvmzX1bWim8dOQyM3eS/ARI9ey3xm/jm0YRM6CL1LayT3LGVl7LXATt7g2GYVCxnJdmnVOWlOPt7X3XZSWLCvGjKSiAN0ZExpSiRFe7tK32WvLXafHixaWaVX+3EA0ao/vGFVwxpna7HV9/tYH8zr3wb5HmlcjuOVKv4MqXk5B5LEGzn14JYZpmUL16ddjtdnwbG6tYJ99fbhzeSRiy+l47duzfIocDFFXKzG63Iz4+XnHO0x+vr9gmr0CV/ESefxxhTMWPJqNyyUY6iRcvXixSP02YMFF2eOgNU3mMlxgHRwnJRozgvndmpwEA2Dz9EpzyuLmn+z5FlosPWJvNhqFDh+ruy7IsTp8+jR07duiu37VrFzGEHDqlEQHoMldOpxNZWVmIjo5G2u6vFOt86XxUyzpdqkYFXz+7lWY565RkZJKSkuDMlyo/cUJFIXlMW1FeeHpGhKhhKZZxFY3eksgEV7st5S9Szs1bsz3j4YMVK1agYjntOrkmaFZWlsboLW3U9OfjcsWsfEao4y6PsbTZbBg9UmagCMZBaWfV3y3Ej5NTl1Lx3u8nABS9SJOrDyLeG1D8zPqiKBPosZMvjB+HKlWqCLJMxsctinfBFdS6xraaRY//LQpjKsaCdu3aVeG9UN9PbWor9YHF+9vJapOfMjP1E0GNKss88sgjhfbThAkTZYuH2jD95ZdfNDFeUVFReGPGNMV2bn585Rc2Ow3pB35B+oFfFOunTZtGhMhjZUyKGMRvt9uxZs0a3T7QNI06deqgY8eOuuvbt29PjDOR+eFkrIHdbsfChQs1+4kscEREBNJ2rseNXxaRdbfSMjQvh9JAnWBtxRyAIy+T0NBQUPIMZU4b06Z+Scnx68sd0LmuH3a81kWzTpIKEt2E2vjVO4XaWJYnwuiJsUeOHoeoqCh4uRnHy4r9clWdqTQghhfUDq2H+Ph47NzFl5FV22VjRsmZM8kvXhQ5obLC1i28mzyrcNU3DVwxpnzpUHlsQNGKNxRFmSAmJga345X35CeffIK4uDhBlkmdsa4fj30njGk5D6vid3HaKMww1YsFFdnequUkdnPa4/XRp7EypEC8Fg5Wq2NqNKbVq1cnx5VDT0vVhAkT9xceasPU6CFV3U9pDBWkStWLbv+xHLf/WK5Y/+6770rC4TJGgwNvOBrFetI0jXHjxsFmsyEsLAyRkZGabcLCwoghpJflbyRcLYrJ7969GxzHIjv5L7JOlJ0qKde2EdJv6hf/Exkem82GBfPnkeUMo41pG94+CG8/+Qj+mNxZ084jNcpj9fOtUL28tnSs6P5r2aoNv4ArWgZ0UWBVvYTl2e3PhgVotmcZ/sXr7a5jmAqaj2K/iltQoLhQM4EegmHq4CiEh4ejWjU+FIFRWSXK2vDS30WREyoL2O12LFzwnmZ5Vra+10MNV1n5NpsNwyMlDwhdxHmlViZQz0fReEvf+4NiP5ZlsXTpUgBA5NAhinXy/eXG4Z3EmAJAJ1nxhmIZpoV4NlyxxQ1rSCogYzrVVmTcA9K9nJmZjX/+5ZVSxPPTG9OlS5eSGGa9mF0TJkzc33ioDdM+ffrosoZ7dind6rkXjrpsR2EYskpXW3JysmGM6dSpU9G9e3fye9WqVRjaSBszJRpCG/ZeQFq2sn11XCzAG7xqMXlOFoZAWz3I36Xpjh3YsaHOUg7t27cnv56PlF60a9dt0MS0WRkaw9oGIaRq8eSexPjC45n8udpsNTXs+J1C/RIe1TGI/E3TlMJQBYBGNfmMcA+9Wvcch3nz5pF+lXZWvo9KGUB034oJJ07iKlUaBylnz5C/KVn1nPvVna/nbgeAizfSdbbWwkfvI0KGbl3Cyd8nT5wo8rwSlQni4+M189FVsiLHcfjkk0/QrYvyA02+v9yVf6efN8o2it6K7keXDK7Y4gpebtgxtQv2vt5NV6NX/Cj6fcsWzJs3HwBwSRYrqh5TudqDXsyuCRMm7m881IYpoGUN7XY7Vi5Xa5YW3f0jF8nPPr6N1JWfP3++ZtsFCxYQWRMRozvVRgV35cNZbqy886ukrUpBYgzk1WSio6MJi9KuXTutyLRFyoItTZHzxnVsuPWHWkCbIm42QOl+TLlgLzlJJ5WB5+3lVSoC+/6+Hhr3vbwKDgAMaxsEQF/6iuNYTJ8+nZx3aWflDxQYXdFYFvuUK4Sd6OlEAkD9urI5QkvnW9oi+XcKTZiIgMPXtQl5epj2eAPUreaDd57Uj0mUM8/FlWYyKu1r9AErPn+WLFmCqhalZqr8fpGHitxpEQb5x1NxmtALYZGjMLY4oJIXqvp66O6bIRbhoBnSqX/+OVokN716jO90XEwo0bJly8I3KkEkJCRoZBHLAnv37kXbtm3RqVMnDBo0CA6HA8OGDYOfnx8++eQTxbYsy6Jhw4aa5SIyMzPh5+eHXwSdYo7jMH36dHTr1g3h4eHIzc3V3a+4+Oqrr9C1a1eEh4cjMZFPzn766afRuXNntG7dGtu3b9fs8+mnn6JVq1Zo1aoVvvuO13WfPXs2GjVqhPDwcEyZMoWMR+vWrTFy5EhyDiNGjNAtNVwcPPSGKaBkfZKSksDmqwSzORhmt6shN0xn9GpAHox6N7Ja1iQmJgZBQUG4knREsZ3cRXfySgbUhnJUVBQqCTqN4m8RajkaOUrKtW2EpKQkFKQrDW+O4xQMm9wQmzn7nRKLe1Uzj2duFM2FWxTczpax06r3XExMDM4kS+7DrH/jsWY1L/itm5zCcaoEltKt5T2lR118PKgZVj/PJ6a5yxhTjpPkeNQu/6AAKURBZEyLU/npXsNms2H2m7PueH//8h7YMqkzhgofFWoUpnN6J1AbbyIooXqZ0+lE/k2lMSa/X3xkJWfvtHced8i6ehdimAKu2WJXuH5NCKWiGVKZjJMlSaqTqkSBfRPFR2nKC5aVdGFJIiAgAH/++Se2b9+OoKAg/PTTT5g/f76myA0AbNiwAbVqGZcP/+ijj9CiRQvy+7vvvoO/vz+2bt2KhIQEeHjof6gVhuHDh5O/L126hJ9++om02bZtW9K3bdu24euvv8bbb7+taWPp0qXYvXs3EhIS8O6775Ll8+bNQ0JCAslrWbNmDX744QfQNI2bN2/i66+/xjPPPKNbarg4MA1TKFmf0NBQUgJUBAXgp59+Unxt59p55jL/6mllYzKWZrgsHqwoQfpicoBHLUnKyW63SxnmALJz9bNN9RgLsU09JqG4L4c7Ac9aKceSpikFwyaXb6GsHiUn6VSKLvH0HOmc8p3S2NrtdowaNUrBXnNClSS73U6MQAVE8X1vPmO/56P+qO9fDoNbGz/Q7gbuFgZ9mtQg2pEiQ8ZxwNnzF5D4F6/Pqba75AzqyNGj8cYbb2DPnj2lOn/uFoMG9C+1tuUxqCVJwonGmxyih4NhGHh7e6MgTYp5l98vdauWQ8vAinisQVUN411UKBnTknPlizBii12hZg3+GUnRFtInChxCQkIKFdg3k58KR0JCAvr06YO+ffti+fLl6NixI9q1a4cNG/hE3uTkZMLiiUxZVlYWIiMj0bRpU6xbtw4Ab6SEh4ejefPmJNl39uzZGD58OHr16oUjR45g/Pjx6NSpE1599VWEh4cD4BMou3Tpgo4dO+KDDz5w2dfc3FwMGDAAcXFx+Omnn9CqVSt06dKFr7p3D1C9enV4evKhWm5ubqBpGjVq1NBs53Q68c0332DAgAG67aSnp+Po0aNo06YNWfbzzz/j/PnzCA8Px1tvvaW7X3Hx+++/w93dHd27d8fQoUNJ4rGbG/9MycjIwKOPPqrZr3bt2sjJyUFGRgYqVKhAls+aNQudO3fGn3/+CQDw8vJCbm4uUcGIi4tD796977rfD71hqmYNbTYbZrz2qmKbDh3aw9vbW/FQu/HjPKTuXI9r3ym/NkaOGK57HD3JqCeffFIRpC8+XG/FSclVycnJipjXEydP4Y+tfEUl+XvD11PKqBUfxuqYNXkcanFfDncCm82GSRNeVizjWE7B4sqTE8Q61iUi6VSKsktNAyqQv+VSUcnJyfwckbHmckZU35XPz6msLJ7R9bAy+H1iJ8ztW7o6syLkLG7d+o9g5MhRAIDcHKXXICYmBmwu/1BbNv9NvP3222jTpk2pqjrcLfQ+TgbVuFUibZdmkpray8HmZpESrpmZmWBzley/OL9omsI3Y9vis8iwOz62XDKqOLZtaZbSrSaUF6ZkrvymTZrAZrMVKrBvJj8VDWlpafj++++xbt06bN26FTt27MAnn3wCp9OJqVOn4v3330dCQgJhBq9cuYKPP/4Y27dvx0cffQSAdw8nJCRg165dWLx4MWk7ICAAmzZtQkFBAVJTU7F9+3ZFbsW0adPw/fffY8eOHdi2bRuuXr0KPWRnZ2PQoEF44YUX0L17d3z77bdYtWoV4uPjMWbMmFIcHS3OnTuHLVu2oE+fPrrr161bh/79+xt6WpcsWYIXX3xRsezq1avw9/dHQkICjh07hj179ujuqwfRoA0PD8fvv/9O/r5w4QJu3LiBuLg4tG3bVhFW0KlTJ3Tv3h29evXStNe7d280aNAATZs2JR8jL7/8Mv7++2/ExsZiwoQJyM/Px/jx4zFz5kzyMTJ69GhMnToVU6dORUHBHcihCHioDVM9uSgAeG7A04rf9evX49k/mSXozLqNtF3r4cy4SZbRNI1RUc/rHstut+PLL79ULPv+++/xww98Bq6cUc04+AsurhgF+8K+8Pb2RvTSj6WdKBrLlytVAQCgk9tZOLNScXPzp8S9p2ZpbwsFAp5oWEmzf2mhfRullikHTsGIZmVlIS3xG+RfO4usYwlkOyN9wqKiNGWX5IlY8io1ISEhoChKwZjKpYT0dSaLJjVUWnBjaOKy5RgLKGHcUlNvK+KuR48ejYsrx8C+bATY7FQApa/qcLe4ee2K4nf2qUQsmDyiRPpbGq58QGLd5XBcP4t+/fphxIgRCA0Nxc1fF8Jx6xKu/8wbCfL5c7cxlErJqTtryygu904hjnXTFi0xaTL/kgwOCgJQuCfKTH4qGlq2bInr16/j1KlT6NGjB7p164bU1FRcv34dFy5cIC5ncaxr164NX19f+Pr6knjCzZs3Izw8HD179lQQC2Fh/IdScnIyaUfuwj5y5Aj69u2L8PBwnD9/HhcuXNDt408//QR/f3907swnAM6aNQsffvghhg4dir179+ruUxpIT0/H0KFDsWrVKlitVs16p9OJ2NhYPPvss7r7p6Wl4fDhw4okYACoUKECunbtCgDo2rUr/v333yL3qVatWkhISEBCQgJ69uxJ/q5atSq6dOkCiqLQrVs3RZvbt2/H3r178dprr2nOb9myZUhKSsKJEycwa9YscByHSpV4u6FatWpo0KAB7HY7AgMDsX79egwbNgxnzpzB7du30aJFC7Ro0QJbt2pLkhcVD7Vh6uXlhdjYWEXNegDw1OhNUrDZbFi5cqXiYU1RFLlRGYZBdHQ0AgOkRAi5vBMv26R1I3355Zew2+2a+DI2/SrmvTsXmZmZcOZlSzswFnBCgkpqahrsdj5haNZLz8P+yRBkHvoNLMti9OjRuHz5sqLN7L9/wZhaN7BkSBtNP0oLVy6qjABVTOWpU6eQun01Ln/xEjhZbG9Ji+CXJORzQK5hKs4RuWFKQZL00cvKpymUaZwmRVEQSTKKcSMxfGCVhRBYlgWbnQZnurIu/P2alQ8A51POKheo5t7dQB6DW5zs9cIgPieufTMbWSd24MIS/uX23XffkefE0nmzcPXzccg+vq3E48TvRqQ/dkxbvPd0I8O43DuFyE47ZTqmoi2qfm5SFIWpU6cST5R6XIqaK/CwgaZpVKlSBfXr18eWLVuQkJCAQ4cOwd/fHwEBATh48CAAKU5U76Nlzpw5+PXXX/Hbb7/By8tL0TbAf7j//fffAED+B4AmTZrgp59+QkJCAg4ePKgwWuUYNGgQPDw8CEMbEBCA6OhovPfee3j99ddLYBQKR0FBAZ599lm8+eabqFevnu42V65cwZUrV9C7d28sXLgQS5cuVRjOJ06cgN1uR8+ePbF27Vq8+eabOHfuHNq3b49Dhw4BAA4dOoTatWvfUR9XrVpF/tZrk+M4OBz8O8rHx0dTPY2maXh6esLDwwPe3t7Iz88Hx3FIT+cVTbKzs3HixAlFEvPChQsxZcoUZGVlweFwwOFw3BW5VHjE+n8Y4tcJAERGRpIL6mVVDotSwpECx3GgKArvvfceBg0ahOTkZJJ9n5ErGSUFRQj25jgOp0+fRnBwMKKionD79m289tprYFkW06ZN47P5HVJcqVyq5+jRowgMfAKTJ0/WuLNYlkWbNm0QHR2NlJQURR/vJeoEBwJ7TiqWyRkeV4UF7gb3uoKSiKioKPzp2IFdKfxN3H9Af0RFtgOgrawDAEs//RRDw7UxPvcS7lYG+XlOUFY3KT6EY7F//36Eh4cTVkoveeF+zcoHgHqhIcCfktQbB/6+LYn+lnaSWs6Z/cg5IxUvUD8nIiIiSuWe1o2DLiJaBVdCq+CS98aIH5n/HDuOPYd+R6XuY5Fy9iwA3oCJiorC5s2b8c0334AT5Ne6dOmi66L8559/0LChnoydCZqmMXPmTHTv3h00TcPPzw+xsbF4//33+dh5jkOLFi10C7oAQL9+/dCxY0c0b94cFStW1Kxv2bIlfH190alTJzRr1oywjfPnz0e/fv3Asizc3d3xww8/kDhONRYvXoyxY8fi888/x6lTp5CYmIj8/Hy89NJLJTcQLrBhwwb89ddfeOedd/DOO+9g3LhxOHToEH7++Wc4nU6cPn0aixcvJoVHVq1ahczMTLRq1Qq///47cnJy0LdvX+Kmnz17Nlq2bInAwEBERUVh+PDh+PLLL1GvXj106aItHGOE8+fPY9iwYZrlW7ZsQUBAAMLDw+Hu7o5169YhLy8PPXv2BMATC2Jy06pVq1CvXj20bdsW/fr1Q9u2bcGyLF544QXQNI1XX30VR48ehdPpxOuvv06uUUpKCiiKQmBgICpUqICnnnoKHMfh559/vuNxfqgNUzlWr16NF154AWFhYfBwUz6cKUpbuUSUdhg0aBAJ4gZ4ncjHGlRDjqMA/jL5k3bt2ukeV6z8BPDHEI1SAMQ4ZSpKLCxFyy8ZX8Jz0aJFuoaD6GpNSUlR9PFeolbN6gAkw5SmKCyVMTxiYYHVq1eTbSIjI4n7505R1NrdpYErWVLcqY+3VIbUQ8eYqVLZuLLVvYKXuwUZeU5QjBtx5XMcP/eeffZZwkqNGTNGIQNS2qoOdwu9ONCSkguSM4uuypcWF0V5TgAgJZRLGmV53xgh9RafyETJsvL379sLu70NbDYb9u3bh2+++UaxT3x8PPbt26cZz+JKez0MEOMRASAiIgIRERGK9SEhIYiPj1csk1d8E/+eMWMGZsyYodhu9uzZit9LliyB1WrFli1bkJ/P5zwUxe0r76NeKNu9wtChQzW5IgMHDsS8efN0t5dnyIvGoBzy8fH29tbM46JCdOXrQZ5VL0JvW3lfxThROVasUEs/8ggKCsI777wDAChfvrxmrtwJTMNUhl27dpFKSxQlK/0JymXlEvkLgqIofBaplYay2Wz47LPPyJcnoKz8BOgLbLMsC0pWT57UfldvY/DC1evjvURRGJhVq1bhhRdewK5du9C+ffu7NkqB0heqdwVRCxQACmRZ+3pjcT/oKorsH211A4nuYVnF3JGzdN7e3sjKyioTBr44OHs6GRzrlLwMHP8hVxL3Q3lZsmFJXsGiPCdKE26lzATfCS6L4UCMlTD68uu4Y8cO3f0SExPRrl070BTAmsn49wXGjBmD06dPg2VZBRkhx7Zt2/Dmm28qlm3duvWuJYhMPDgoc8N0+/btWLBgAQ4cOIDLly/jhx9+wFNPPeVyn4SEBEyePBn//vsvAgICMHPmTIW1f6cQ3ccURcHDwiBHEB2nKei6M2maLpZbUHy5iyK3LVu2xJEjkmap0TEop8yVb5G5W2UwkkEpa1frjWvKDEuRxY2IiFC8aMPCwkrEIBVRloZpRW83pNzk44Iz8qTMRKMY07KGGGJAWdzBsSIjqk3KKi2WrrQQGhoK7pe9svCXkks0C6jkhVd61IW3u+WOpZmMUNhzojRRWM37soCvjxeAPF61Q4yB5jgSw2YUDiRqNloYmsSCy+XpTNx7fP7554Vu07lzZ0P2z8TDgTJ/CmVlZaFJkyb49FN1tSV9nD17Fr1790aXLl1w6NAhTJw4ESNHjnQpJF8UqN3HnqoqKqI7U85wcRxX7OPabDb0798f/fv317zk9SSlhg4dik+XLCK/aau7IkHFFe4HV+uFlDOaZfciYaa0Kyi5gtzNmyU3THXYqDutaV6SyEi9DUAQchf7w7JlPnfuFjabDZ7ucmaTKtFzerFrKEa0Dy6RttRw9ZwoTdyPhml+Lp8USdEWeNbmvVG0uxeefPJJxMTEkHAgObp06SI9z2Xa0o88UrKKASZMmCh5lPlT6PHHH8ecOXPQt2/fIm2/fPlyBAcHY+HChWjQoAFefPFFPPPMMwrdtKLizz//xOLFi7F3715FJhugFFEXERERoTFM1XI5drsd8fHxdyRJY7fbiTCxiLVr16JXT2XMD82Iouj6hilN04iNjS11Af2ioEFdNTtVtvJIJQVXJJmcrU2XJcPpJT+VdZKw3W7HufPnAQAeQU1BiZV1wGlizR5ElPOSkij69HmizO+H+x33Y4xpneAgALzOsWdQEwCAV2gbhVzZqlWrsHfvXixevBi7du3ChAkTAPDz+9KPvGh76o61psC+CRMPAO6/p1AhSExMxGOPPaZYJnd7FQctWrTAxIkTNS7kmJgYFMiCko4d47W/jOJMV65cCbvdrimNV1zxcVdxrAqICVAcC4ZhEBkZqahBHR0drcu03I3RfKcIqhWg+E3TWha3LPp1t3AVsyZ/uf9zMZ38rZUhK/sY06SkJLhV45NqfMOe4ss+AgB7/8pAFQdy9tpbJmFjQh9uZaRm4QoBNYXKTxZ3zTr58zEsLEzzPE9KSkLW8e04v3gA0nZ/dW86bMKEibtCmceYFhdXrlxBtWrVFMuqVauG9PR05OTk6MpM5OXlkZJZAIgel6i3JYeYfR/wqiR1sPWPP3B2YBiCgoJ0s9/ffvttvP3220RKCpBiKbt27WroihOPLf4fFBSkaAPgDRe+fJhU7YX25qU4mjRujBXzk2Cz2fDmm2/i9OnTqFOnDmw2m+a8vvjiC4wbNw4sy4KmaSxbtgwjRowoUr9KEj/88D26NQslbZdWvyhoLcfSOB95u+L/atKJaMZZtS991um8Z/3SQ1BQEIBj0gLBUOZYFnv27Llr2a477VdJwd0i93CwLo95L/tVHNzLfoX6ScZ7Yce7V/2iBM8QZZHCMjIO/Q6A/xAPDAxU9EHeL/LMzpdpQZswYeK+xgNnmN4J5s2bp1t7dsuWLQohYIDXBlUbnhzLYt26dWjUqBHGjRuHpUuX6rqE1MucTifZzxXi4uIAgNR3Vrf5ww8/AEw4WcYIhqkjJwNHjhxRJEaof4vtjh07VmE0jxs3DgzDECFqV/26e0jTLDkpCXmXk0q9X//coABIDOVrjQuwadOmO+y/HqRzEvtDruNVGqIzoqoHpzhuKz8aGQ7geCq/fteefchMKl33YuHjJZ0LJUsumTFjBvz8/Fxei9Lt190jL5uBmDd/6dIlbNpUOCt/L/p1J7hX/ZrWBPBkUOT7pbT7leUA1K+q/Cs8S9qnTx/dZ568X+PGjcOyZcuIeonpzjdh4v7GA2eY+vv7a2rpXr16Fb6+voaivNOnT8fkyZPJ7/T0dAQEBKBHjx7w9fVVbNu4cWONVAVFAYMHD4bNZkOvXr2Ql5eHzz77rNC+0jRN9tODw+FAXFwcunfvDqvVioSEBN2HZlpaGiDTrWZ8+B8NQ4LRq1crzfZq6LXLsiwCAwNJeTdX/bpb7Mz/F98c4LNhO3TogEdq+JZ6v5h/r2JV0mHye2R/rdj23WD24XjczuaZme7duyuvY85RHLzJ1+peP7YjAitLHz+9wH9s1H2Df2mGPtIYvZqXjrZiUcdrQuIW8rd7AC/2b61Uw+W1uBf9Kgl8fuEvXMxOAwDYatZEr17GH4n3sl/FwcPer8y8Ary+/0/Fsqzj20HTNBYtWqR5vqr7dfXqVfKcMY1SEybufzxwhmnbtm01X/JxcXFEGkQP7u7ucHfXxidZrVbNAzU4OBjR0dF4J0la1qlbBIKD+exbMZa0KOA4TvcYRv1o0KCB7hf9559/DtsrT5LfFu8KAIAafhUVbdvtduzevRsAL9QtPrAbNGigCUFgGAb169d32bei9L0oqOwjFRqwWCykzdLsl4ebcn1JvzgTp3dD1Op9GN4umLQt9stdVjksxL+8y3ZYUKVubBTnOpZv/TQAgPbwKdK1uFf9ulO4yyS6GJou0vHuRb/uBA9rv7wonaRBZx5WREeT57JRv65evYpx48aZBqkJEw8Qyjz5KTMzE4cOHSL1XM+ePYtDhw7hvJApPH36dEWprbFjx+LMmTOYOnUqTpw4gaVLlyI2NhaTJk0qsT5FRUVh+TNS1nilGkHk76SkpCI/5DiOK1YCic1mw5QpUzTL5dV2ACC0EV+Kr5yH9DKIiYlBrVq1MHDgQAwcOBC1atUiBrS6nvS9lpHy9dT//inNfpVkNR49eFgZrBvZBt0bVtOsK4qG6qwnGqJ1cCU82bTsK9FYDMbqQZeLAlS13++/vB4TRYBVR7qiqIojegmlJkyYuL9R5obp/v370axZMzRr1gwAMHnyZDRr1gxvvPEGAODy5cvESAV4RvPXX39FXFwcmjRpgoULF+Kzzz4rcWmbni3rkb9vZ0iB86IIvhpz587VLC+uAD8ATJgwQdOOuuLF+VQ+kUu0J+x2u6JSDKCVsoqKikJKSgri4+PvuYyU3IBWIyoqComJiVi0aBESExNLrF+lbZi6gl4pTDWiOgTj6zFt4eNe9k6Ld/tJ7u1a3vxHUHkP5j8hrSSvaU+ZlukDCb0CBkX9YDJ6XpswYeL+RZnfseHh4eA4TvNP1BVdtWqVpgpEeHg4/v77b+Tl5eH06dMlUvVJjZiYGGTs+xGsIw+b5j6vYR/Fhx1FUaAoCjNmzADHcQr5H5ZlsWHDhmId14hF1INYVciIxVVLTdlsNoSHh99zFszXw9j4iomJQZs2bTB58mS0adOm2BJbRiiKcVhauB+1IF2hW/2q5O80lg+7mNi9ntHmDxTkZWDvhypbJu4t1M9T00g1YeL+h3mX6kBkIG/9+RkuLBmIvKtnMHr0aF2dTdGQVv8tYurUqfjggw+KdfyispvjO/NsbGhoqK4e5v0iZF/OQ571LS0XpblEV5tcMPtuYSnDF1BZlkO9E8hLpaYJhSXuh4pUJQG5K/8/ckomign58/Sff/4p6+6YMGGiEDxYb9B7hN27d0sGppNnJVmWRWJiosaYKgpee+21YhtbRWE3y3tZybYrV65UGKc0Td83Qva+Bq78IhcUuANU8i67JJEHzTB11ylDmZ6Weu87UgqQu/Kzs00ty4cV4vO0Zs2yj+k2YcKEa5R9gNsDhjsJpmdZFsnJyXflQn/rf4/gzZ//NVwfFRWlqIDVtm1bxfFiYmKIQU3TNKKjo+9ZDKE8xlQe5yfGf6mz8kuC5Q2pWu6u27hTlGUYwZ3AomNIz5jxOrwuPf3Ax5mePnUcgDcA4KuvvkIzx7EH/pxMPPjYtGkTjh8/XtbdeOiwa9cuAA/u+D/o/T979myRtjMNUx20a9dOtwKTKEmlV/0J4I2qvn374ttvv9Usv1tjK6SqT6Hb2Gw29O/fX7Ncz2U+evRoRERE3JN403IGMaZi/NeYMWPgdDpLXC2gio87bmTmFb5hCeNBizHVAyeEVdyrOVIasNvt+GPz7/AVJLB8GvfAmDFPPtDnZOLBRl5eHhiGwaxZs8q6Kw8taJp+oMf/Qe8/wzCKSpx6MA1THWzevFnxm6IorFy5krzM1MbUvHnzEBYWhpCQENhsNnzwwQd47bXXwLJsiRlbRpI+RYEey8uyLJYsWYIFCxbcVb+KgkrebuTv1Ox8xTqR6U1OTibjV1LwsJaNgWh9wBhTPXAsS8IqHlQjLikpCWyB8gH4oJ+TiQcb7u7ucDqdWLt2LRo0aFDW3XnosGnTJsyaNeuBHf8Hvf/Hjx/HkCFDdHXl5TANUxVEdlHNlsrlqKKiotC4cWP88ssv8Pf3R58+fRQvuldeeQXPPvtsiRpbanfre0/rV7Cx2+1ISkpCaGgoOa6YHKVOzFq0aBEmTJhQ6i9peXJNsJ+3Zr3NZiuVPsiPey/xv6Y1MXfTcXQM9SuT45cIOL584/2QPHenCA0NJTHiAJB3Jfm+SQg08XCjQYMGaN68eVl346GD6P5+UMf/Qe9/UfHg+xxLGEbsojwhJyYmBq1bt8bbb7+N8ePHK8TsRZS0NJM6QaVLvaqabWJiYhAYGIiuXbsiMDBQIXHVvXt3zfYia3ovsH/mY/hjcidUL69fNrY0MKMX/0X5fHvj6jClgUrebvjnrQjERLa8p8ctUXAsOI7DzJkzy7ondwybzYb+/Z4ivzP3//ifKBrwMGJY20Dyd7s6lcuwJyZMmChtmIapCnqCzHKh/KKI2ZcGalRQGnRqBtWV9JLdbseWLVugh0WLFt2TLP0qPu66CUmlqRTQpX5VHH6jB2Y9ce9dHu4WRlfC64GBML9Xr16Nffv2lXFn7hydOrQjf3/y8cdm4tMDireffBQp83sjee7jWD+qTVl3x4QJE6UI0zBVQUzIkRsVHMeRuNOiiNmXhrFVydsN9atKxqk6jtGV9FJSUpJhu2o2+F7CiOEtSZT3sj7YBmIZgeOkuSRmgj6IkHsaqlQ2mbYHHXoKEiZMmPhvwbzLdRAREaExTEX2sTAx+9IytmJiYvDXT6vI73VrvlSs9/HRz9r/448/+Fg7A5RVHGFpiuubuHvQVik4vX379mXYk7uDnkarCRMmTJi4f2E+tXXgin10JWYPoFSMLZKQxTrJshfHj1O0m5mZqbvvvHnzAACfffbZXfWhpFGa4vom7h60d0UAQGRkJMLCwsq4N3cOucC+CRMmTJi4/2EapjrQizOVZ/NGRUXh/PnziI2NRWxsLM6dO4eoqKhSM7ZIu7K2nQUORbtGTK7oqo+KisLXX3+tWc9xXJkYg4WNsYl7i0GtAhS/n+r9OPbu3YtVq1aVTYdKCHLGlNUJwTFhwoQJE/cXTMNUB2KcKcPwbIueFqkoZt+/f3+FLFNpGFtiu5zTQZapXfA2mw3vvfeeZl/58du1a3ffGINFGWMT9w7v9lXKjy17dcgDzZSK8HSTGNP9KbfKsCcm7gZlVU7ZhAkT9x6mYWqAqKgopKSkID4+HikpKUXK5rXZbBg6dKhi2ZAhQ+7a2BKNOK5AEqfXk/J59dVXsWDBAmJ8qo29+80YvJMxNlE6oCgK8hoOXm7/DYnjil5ScYfMPKeLLU3cr7gXSZImTJi4f2Aapi5QXC1Su92ONWvWKJatXbu2RL7yGzdurDBMAX0pn1deeQXnzp0zNPbuN2OwpPVeTdw5lg1pAQCY89SjZdyTkkNFbyv5u0CnjLCJ+xtmkqQJEw8f/hu0yH2CwpKm7gY7duyAM1Prity1a5fG5VpYJaXSqrRk4sFGxCP+OPFOzzKrmFUaqFrOg/w9vF1Q2XXExB2hNJ+pJkyYuD9hGqYlCDEWVP4gLakYzo4dOyJnyivIOPgL8q+eIcsfZCkfE/cf/ktGqYhTcx7H9cw81Kxw76qOmSgZlOYz1YQJE/cnTFd+CaI0YzjDwsIQGTkMt+KWI/MIX8WJoigcOXLkrts2YeK/DDcLbRqlDyjut7j4BwktWz7AJZH/I9iwYQP8/PwUyxISEhAQEIDw8HB069aNLG/fvj06d+6M9u3b49ixYyVy/FOnTqFp06bw8PDQSEomJiaCoijN8qtXr6Jdu3bo3LkzunbtisuXLwMAvvvuO4SFhaF169b45JNPAAA///wzWrdujVmzZgEAcnNzMWrUqLvut2mYljBKM4bzkUceUfy+F6VQTZgwYaIscb/FxZc11KEND0rbDxucTie++eYbBAQEaNYNHDgQCQkJ2Lp1K1kWHx+Pbdu2Ye7cuVi0aNEdH3f48OHkb5vNhm3btqFNG20Z348++ggtWrTQLK9SpQp27tyJbdu2YdiwYSTZcP78+di6dSsSExMRHR0NlmWxfv167Ny5E//++y8A4OOPP8ZLL710x30XYRqmpYDSSOix2+147bXXNMtNUXoTJkz81/GwJ0kmJCSgT58+6Nu3L5YvX46OHTuiXbt22LBhAwAgOTkZ3bp1Q3h4OKZMmQIAyMrKQmRkJJo2bYp169YBANasWYPw8HA0b96cJOrOnj0bw4cPR69evXDkyBGMHz8enTp1wquvvorw8HAAwP79+9GlSxd07NgRH3zwgW4fCwoK8Mwzz+Cxxx7DCy+8QAykyZMno3PnzmjVqhUOHToEAAgPD8fkyZPRpk0bzJ49Gy+99BJatmyJDz/8EABvXI0ZMwZdunTByJEj8c4776Bt27Z45ZVXAABxcXHo3LkzwsLCMH/+/JIe7hLBhg0b0L9/f41EI8Czjx07dsSSJUvIMjc3XkEkIyMDjz5aMgmoXl5eKF++vGb5zp070bhxY92KkQzDkD5nZGQQQqxevXpIT09Hbm4uPD09QdM03NzcUFBQAIqicOPGDVy6dAmNGze+636bhukDgqSkJHA6AuE0TZvxViZMmDDxH0daWhq+//57rFu3Dlu3bsWOHTvwySefwOl0YurUqXj//feRkJCABQsWAACuXLmCjz/+GNu3b8dHH30EAHj66aeRkJCAXbt2YfHixaTtgIAAbNq0CQUFBUhNTcX27dvRvXt3sn7atGn4/vvvsWPHDmzbtg1Xr17V9O/HH39E3bp18ccff6BJkyZk+Zw5c7Bt2zasWLGC9E3sy+7du/HZZ58hKioKe/bsUajadOrUCfHx8Th27BgaN26MxMREbNu2DQ6HA+3bt8e2bdvw119/4bvvvkNOTk7JDXQJwOl0IjY2FgMHDtSsa9myJU6ePImtW7fi999/x4EDBwDw16t9+/YYP348OnfuXKzjnT9/HuHh4QgPD8fvv/9O/s7Pz9fdfsmSJXjxxRcN2zt06BBx2Tdv3hwAz/K2atUK9erVw/PPPw8AmDRpEiIjI/HMM8/ggw8+wKhRo/Dyyy9jzpw5xeq/Gmby0wMCvSQAAJg+ffpDyyKYMGHCxMOCli1b4vr16zh16hR69OgBAEhNTcX169dx4cIF4pYV2a7atWvD19cXAG8oAcDmzZuxZMkSTcU/UdklOTmZtCN38x45cgR9+/YFANy+fRsXLlxAtWrVFP1T77t7924AwIIFC/DHH38AACwWyeRo3LgxaJqGv78/mjRpAoqiYLVaFesBoEaNGuTvatWqIT09HceOHcNbb70Fh8OBlJQUXLt2DYGBgXcyrKWCtWvXYsCAAbpsqZyl7NOnDw4fPowWLVrA398fu3btwt69ezF9+nT8/vvvRT5erVq1kJCQAIBnm11V7Nu2bRuaNGmCcuXKGW7TtGlT/PXXX4iNjcW8efOwfPlyTJs2DUePHoWPjw+6deuGAQMGoFmzZoiNjUVycjJOnTqF7du3Y/DgwUhISMDJkydRr169Ip+DHCZj+oBATAJQlx199913TcFpEyZMmPiPg6ZpVKlSBfXr18eWLVuQkJCAQ4cOwd/fHwEBATh48CAAKU5Ur0T1nDlz8Ouvv+K3336Dl5eXom0ACAkJwd9//w0A5H8AaNKkCX766SckJCTg4MGDurGJevvevHkTcXFx2LFjBz788EOF10/eP72+Gq3nOA7vv/8+li9fjvj4eNSsWVPXm1iWOHbsGL788kv07NkTSUlJePnll8m69PR08vfOnTsREhICh8NBrlv58uUV16a4KKyM9OHDh7F161b07NkTR44cQWRkpGK9nGWV98XNzQ3lypWDu7s7LBYLcnNzyXaLFi3C5MmTkZWVBYfDAYfDoUmqKg5MxvQBQkREhGaZmAAVERFhMqcmTJgw8R8GTdOYOXMmunfvDpqm4efnh9jYWLz//vsYNWoUOI5DixYtsHDhQt39+/Xrh44dO6J58+aoWLGiZn3Lli3h6+uLTp06oVmzZoTBnD9/Pvr16weWZeHu7o4ffvgBnp5KpYunnnoKX331Fbp164batWvDarWiYsWKqFSpEsLDw3UTcO4UTz/9NPr27YtGjRq5ZP7KCvLy4C1btsRHH32EMWPGYMWKFYiNjUV0dDQsFgvat2+PTp064fz58xgyZAgYhgFFUSTrvag4f/48hg0bpln+9ddfY/DgwTh8+DD69OmDqVOn4uWXXyaGcnh4OFavXg0AmDhxIubNm4ejR4/ilVdeAcMw8PDwwOeffw6AjxXu0KEDGIZB9+7dUb16dQDA7t27yXV4+umn8dxzz6Fy5cqYPn36HY0dAIB7CJGWlsYB4NLS0sq0H/n5+dyPP/7I5efnF2n7P//8kwOg+y8+Pr7M+nWvYPareDD7VTyY/SoeHsR+lfWz/8CBAxwA7sCBA2Vy/KJAHLfNmzdzY8eOvaN9V6xYwc2fP7/E+3a3WLt27X0//q7woPe/qPP/vmBMP/30UyxYsABXrlxBkyZN8PHHH6NVq1aG23/44YdYtmwZzp8/jypVquCZZ57BvHnz4OHhYbjPfwGhoaGgKErjtjAFp02YMGHCRElgzJgxOH36NFiWJWyaGtu2bcObb76pWLZ161Y8+eSTyMzMhLu7O77++ut70V0T/0GUuWH69ddfY/LkyVi+fDlat26NDz/8EBERETh58iSqVq2q2X79+vWYNm0aPv/8c7Rr1w6nTp3C8OHDQVHUXWl/PQiw2WxYuXIlcdkAvGvHFJw2YcKECRMlAdF16wqdO3cmyTZybNq0qRR6ZOJhQ5knPy1atAijRo3CiBEj0LBhQyxfvhxeXl6GN8fu3bvRvn17PPfccwgKCkKPHj0waNAg7N279x73vOwgBoJTFIX58+c/9ILTJkyYMGHChIn/BsqUMc3Pz8eBAwcUQbI0TeOxxx5DYmKi7j7t2rXD2rVrsXfvXrRq1QpnzpzBpk2bMHToUMPj5OXlIS8vj/wWs+LE7LGygnjsovbBbrdj9OjRJHuP4zhMnz4dzzzzTIkypsXt172C2a/iwexX8WD2q3h4EPt1v/XVhAkTWpSpYXrjxg04nU6NHlq1atVw4sQJ3X2ee+453LhxAx06dADHcSgoKMDYsWPx+uuvGx5n3rx5eOuttzTLt2zZcleyDCWFuLi4Im139OhRjY6p0+nEunXr0KhRozLr172G2a/iwexX8WD2q3h4kPqVnZ1dBj0xYcJEcVDmMabFRUJCAt59910sXboUrVu3RnJyMiZMmIB33nkHs2bN0t1n+vTpmDx5Mvmdnp6OgIAA9OjRgwgQlwUcDgfi4uLQvXt3hbCwERo3bow333xTYZwyDIPBgweXOGNanH7dK5j9Kh7MfhUPZr+KhwexX3INSRMmTNyfKFPDtEqVKmAYRlPe7OrVq/D399fdZ9asWRg6dChGjhwJAGjUqBGysrIwevRozJgxQ7fSgru7O9zd3TXLrVbrffFALWo/goODER0djTFjxsDpdIJhGKxYsQLBwcFl2q97DbNfxYPZr+LB7Ffx8CD1637spwkTJpQo0+QnNzc3tGjRAlu3biXLWJbF1q1b0bZtW919srOzNcYnwzAAcN9VfygNREVFISUlBfHx8UhJSTETn0yYMGHChAkT/xmUuSt/8uTJiIyMRMuWLdGqVSt8+OGHyMrKwogRIwAAw4YNQ82aNTFv3jwAfG3ZRYsWoVmzZsSVP2vWLPTp04cYqP912Gw2Ux7KhAkTJkyYMPGfQ5kbpgMHDsT169fxxhtv4MqVK2jatCl+//13khB1/vx5BUM6c+ZMUBSFmTNn4uLFi/Dz80OfPn0wd+7csjoFEyZMmDBhwoQJEyWAMjdMAeDFF1/Eiy++qLtOLeJrsVjw5ptvaqpOPAyw2+1ISkpCaGioyZiaMGHChAkTJv5zKHOBfRNFQ0xMDAIDA9G1a1cEBgYiJiamrLtkwoQJEyZMmDBRorgvGNN7DTFJqqylQxwOB7Kzs5Genu4yW/TixYuKMqQsy2L06NFo164datasWWb9utcw+1U8mP0qHsx+FQ8PYr/EZ/7DkChrwsSDiofSMM3IyAAABAQE/J+98w6L4urC+LuNpTdBAQWxY1fsIgICSiyxxl5QY+wlxhI/YzRq7JpoNGoSW2JL7BqxgIogduyKBRtYsCC97bI73x/rDjO7sw1Ydon39zw87M7cuXN2dnbmnXPPOdfElhQfuVyOevXqmdoMAoFAKHdkZWXBwcHB1GYQCAQOPklh6uHhgeTkZNjZ2dHzzpsCZaH/5ORkkxb6V4XYZRjELsMgdhkGscswtNlFURSysrLg4eFhIusUREREICEhwaQ2fIrExcUBKL/Hv7zb//TpU73afZLClM/nm1XykL29vVld2JUQuwyD2GUYxC7DIHYZhia7TOkpLSgogEAg0DhLIcH48Pn8cn38y7v9AoEABQUFWtt8ksKUQCAQCISyRiwWQyaTYfv27ahbt66pzfnkiIiIwJw5c8rt8S/v9ickJGDw4MGcM3EyIcKUQCAQCIQypG7duvD19TW1GZ8cyuHv8nr8y7v9+kLKRZkQsViMuXPn6nx6KGuIXYZB7DIMYpdhELsMw1ztIhAI+sGjSN0MAoFAIBCMzrVr19CsWTPEx8f/pz1e5sqOHTswePDgcnv8y7v9+p7/xGNKIBAIBAKBQDALiDAlEAgEAoFAIJgFRJgSCAQCgUAgEMwCIkwJBAKBQCAQCGYBEaYEAoFAIBAIBLOACFMCgUAgEAgEgllAhCmBQCAQCAQCwSwgwpRA8+zZM/B4PNy4cUNjm+joaPB4PKSnp5fqvnk8Hg4ePFiqfRL0x9vbGz///LOpzSAQCATCJw4RpuWM8PBw8Hg88Hg8iEQiVKtWDTNmzEB+fn6J+/b09MTr16/RoEGDUrCUUBYoz4clS5awlh88eBA8Hk/vfq5cuYKvvvqqtM0jEAgEAsEgiDAth4SFheH169d48uQJfvrpJ2zcuBFz584tcb8CgQBubm4QCoWlYCWhrLC0tMTSpUuRlpZW7D5cXV1hbW1dilYRCIT/Is2bNy/T/UVHR2PatGllus/SICMjAy1btoStrS3u3LnDWieTyTBixAj4+/tjypQp9PLVq1fDz88Pn3/+OTIzM8vYYvOBCNNyiFgshpubGzw9PdGjRw+EhIQgMjISACCXy7F48WJUq1YNVlZWaNy4Mfbu3Utvm5aWhkGDBsHV1RVWVlaoVasWtmzZAoB7KD8iIgK1a9eGlZUVgoKC8OzZM5Yt8+bNQ5MmTVjLfv75Z3h7e9Pvr1y5gtDQULi4uMDBwQEBAQG4du2axs8nkUgwYcIEuLu7w9LSElWrVsXixYuLd7A+AUJCQuDm5qb1GO3btw/169eHWCyGt7c3Vq5cyVrPHMqnKArz5s2Dl5cXxGIxPDw8MGnSJLptQUEBpk2bhsqVK8PGxgatWrVCdHS0MT4agUAoI+Ryebns21yxtrbG0aNH0adPH7V1//77Lzw8PBAbG4ucnBxcuHAB79+/x+HDh3Hu3Dn069cP69atM4HV5gFxjX2Eoijk5uaW+X6tra0NGnJV5c6dOzh//jyqVq0KAFi8eDG2b9+ODRs2oFatWoiJicHgwYPh6uqKgIAAzJkzB/fu3cOxY8fg4uKCxMRE5OXlcfadnJyMXr16Yfz48fjqq69w9epVfPPNNwbbmJWVhWHDhuGXX34BRVFYuXIlOnfujEePHsHOzk6t/Zo1a3D48GH8888/8PLyQnJyMpKTkw3eb0mgKAp5UlmZ7lOJlUhg0DkhEAiwaNEiDBw4EJMmTUKVKlVY6+Pj49G3b1/MmzcP/fr1w/nz5zFu3DhUqFAB4eHhav3t27cPP/30E3bv3o369esjJSUFN2/epNdPmDAB9+7dw+7du+Hh4YEDBw4gLCwMt2/fRq1atYr9uQkEQtkSHR2NlStXQigUIjQ0FLt27YJMJsPEiRMxYMAAJCYmYvTo0ZDJZGjWrBlWrlyJnJwcDBs2DDdv3sT06dMxaNAg/PXXX9i0aRMyMzPx9ddfY8iQIZg3bx6ePXuGt2/fYtGiRfjtt99w584dtGrVCleuXEF0dDSuXr2K6dOno7CwEN27d9fqGc3Pz8fQoUMxatQorF27Fhs2bIC7uzs2bdoEqVSKMWPGlOGR041IJIKrqyvnuvPnz6NLly4AFCOgcXFxSE9PR0BAAHg8HsLCwjBs2LCyNNesIML0I7m5ubC1tS3z/WZnZ8PGxsagbf7991/Y2tqisLAQBQUF4PP5WLt2LQoKCrBo0SJERUWhTZs2AIDq1avj3Llz2LhxIwICApCUlISmTZvSwzFMz6Yq69evR40aNWjvWp06dXD79m0sXbrUIHs7dOjAev/bb7/B0dERZ8+eRdeuXdXaJyUloVatWmjXrh14PB4tusuSPKkM9b4/Ueb7BYB78zvB2sKwn2bPnj3RpEkTzJ07F5s2bWKtW7VqFYKDgzFnzhwAQO3atXHv3j0sX76cU5gmJSXBzc0NISEhEIlE8PLyQsuWLel1W7ZsQVJSEjw8PAAA06ZNw/Hjx7FlyxYsWrSoGJ+YQCCYioyMDJw9exbt2rXDmTNnIBAI0L59e/Tt2xczZszAsmXL0KxZM9rrmZKSgl9++QUAEBoaikGDBqF3794YMmQI8vLy4OfnhyFDhgBQ5C1s3boVV69eRXp6OmJiYnDy5ElcuXIFAPDtt99i//79cHJyQrdu3TBkyBBUqlRJzcbc3FwMGDAAU6ZMQUBAAN68eYN//vkHkydPxr59+/Dnn3+W0dEqHdLS0mBvbw8AcHBwwIcPHziXfaqQofxySFBQEG7cuIFLly5h2LBhGD58OHr37o3ExETk5uYiNDQUtra29N+ff/6Jx48fAwDGjh2L3bt3o0mTJpgxYwbOnz+vcT8JCQlo1aoVa5lS8BrCmzdvMGrUKNSqVQsODg6wt7dHdnY2kpKSONuHh4fjxo0bqFOnDiZNmoSTJ08avM9PkaVLl2Lbtm1ISEhgLU9ISICfnx9rmZ+fHx49egSZTN0r/MUXXyAvLw/Vq1fHqFGjcODAARQWFgIAbt++DZlMhtq1a7POsbNnz9LnGIFAKD80b94c7969w8OHD9GxY0cEBwcjPT0d7969Q3JyMpo1awYA4PMVcqF69eqwt7eHvb09ff04ceIEAgMDERYWhsTERLrvFi1aAAASExPpfpT/AeDWrVvo2bMnAgMDkZSUpHFk7NChQ3Bzc0NAQAAAoHv37jh8+DDev38PPp8PFxeXUj4qxsXR0ZGOIc3IyICzszPnsk8V4jH9iLW1NbKzs02yX0OxsbFBzZo1AQCbN29G48aNsWnTJjqb/ujRo6hcuTJrG7FYDAD47LPP8Pz5c0RERCAyMhLBwcEYP348VqxYUSz7+Xw+KIpiLZNKpaz3w4YNQ2pqKlavXo2qVatCLBajTZs2kEgknH36+vri6dOnOHbsGKKiotC3b1+EhISwYmWNjZVIgHvzO5XZ/lT3XRzat2+PTp06YdasWZyeUH3x9PTEgwcPEBUVhcjISIwbNw7Lly/H2bNnkZ2dDYFAgPj4eAgEbDtNMeJAIBBKhlLY+fj44OTJk7CwsIBUKoVIJIKnpyeuXbsGX19fyOVy8Pl8zjCjhQsXIiYmBjweD9WrV2f1DQA1a9bEv//+CwC4fv06vV6ZA+Hg4ACZTEa3V2XAgAGQyWRYs2YNJk2aBDs7O1SoUAGrVq3ijOE0d9q2bYuoqCi0b98eJ06cwPDhw1GzZk2sWrUKgELoqzoTPiWIMP0Ij8czeEjdHODz+fjf//6HqVOn4uHDhxCLxUhKSqKfLLlwdXXFsGHDMGzYMPj7+2P69OmcwrRu3bo4fPgwa9nFixfV+kpJSQFFUfQFS7UOalxcHH799Vd07twZgCJ29f3791o/l729Pfr164d+/fqhT58+CAsLw4cPH8rsKZLH4xk8nG4OLFmyBE2aNEGdOnXoZXXr1kVcXByrXVxcHGrXrq0mLpVYWVmhW7du6NatG8aPHw8fHx/cvn0bTZs2hUwmw9u3b+Hv72/Uz0IgEMoGPp+P7777DqGhoeDz+XB1dcU///yDZcuWYdSoUaAoio4x5aJXr17w9/eHr68vnJyc1NY3b94c9vb2aN++PZo2bQqRSARAcb3q1asX5HI5xGIxDhw4ACsrK859/PTTTxgzZgw2b96MESNGoG/fvhg2bBhevXpVegeilOncuTNu3LiBBw8eYPTo0bhw4QI2btyIrl274uDBg/D390fTpk3pkcguXbrAz88PTk5O2LFjh4mtNyEUoVwxbNgwqnv37qxlUqmUqly5MrV8+XJq9uzZVIUKFaitW7dSiYmJVHx8PLVmzRpq69atFEVR1Jw5c6iDBw9Sjx49ou7cuUN17dqVatmyJUVRFPX06VMKAHX9+nWKoijq+fPnlIWFBTVt2jTq/v371I4dOyg3NzcKAJWWlkZRFEXdu3eP4vF41JIlS6jExERq7dq1lJOTE1W1alXavqZNm1KhoaHUvXv3qIsXL1L+/v6UlZUV9dNPP9FtAFAHDhygKIqiVq5cSe3cuZNKSEigHjx4QI0cOZJyc3OjZDKZMQ5puYbrfBgyZAhlaWlJKX/e8fHxFJ/Pp+bPn089ePCA2rp1K2VlZUVt2bKF3qZq1ar097Flyxbqjz/+oG7fvk09fvyY+u677ygrKyvq/fv3FEVR1KBBgyhvb29q37591JMnT6hLly5RixYtov7999+y+MgEQrklPj6eAkDFx8eb2pQyRyKRUBRFUSdOnKDGjBljEhu2b99ero9/ebdf3/OfxJj+BxAKhZgwYQKWLVuGWbNmYc6cOVi8eDHq1q2LsLAwHD16FNWqVQMAWFhYYNasWWjUqBHat28PgUCA3bt3c/br5eWFffv24eDBg2jcuDE2bNigltxSt25d/Prrr1i3bh0aN26My5cvq2VWbtq0CWlpafD19cWQIUMwadIkVKxYUePnsbOzw7Jly9C8eXO0aNECz549Q0REhMZhHgKb+fPns8qz+Pr64p9//sHu3bvRoEEDfP/995g/f77G4X5HR0f8/vvv8PPzQ6NGjRAVFYUjR46gQoUKAIAtW7Zg6NCh+Oabb1CnTh306NEDV65cgZeXV1l8PAKBUA4ZPXo0AgICsGDBAkyfPp2zzdmzZxEYGMj644qDJ/y34VGUSoAggUAgEAiEUufatWto1qwZ4uPj4evra2pzPjl27NiBwYMHl9vjX97t1/f8Jy4oAoFAIBAIBIJZQIQpgUAgEAgEAsEsIMKUQCAQCAQCgWAWEGFKIBAIBAKBQDALiDAlEAgEAoFAIJgFRJgSCAQCgUAgEMwCIkwJBAKBQCAQCGZB+ZtzsRSQy+V49eoV7OzsOOf9JRAIBMJ/D4qikJWVBQ8PDzJhB4FgpnySwvTVq1fw9PQ0tRkEAoFAMAHJycmoUqWKqc0gEAgcfJLC1M7ODoDi4mRvb28yO6RSKU6ePImOHTtCJBKZzA5ViF2GQewyDGKXYRC7DEObXZmZmfD09KTvAQQCwfz4JIWpcvje3t7e5MLU2toa9vb2ZndhJ3bpD7HLMIhdhkHsMgx97CIhXASC+UKCbAgEAoFAIBAIZsEn6TElEAgEAsFUREREICEhwdRmfHLExcUBKL/Hv7zb//TpU73aEWFK+M9w4cIFWFpaomnTpqY2hUAgENQoKCiAQCDAnDlzTG3KJwufzy/Xx7+82y8QCFBQUKC1DRGmhP8EqampaNu2LQBFSRgCgUAwN8RiMWQyGbZv3466deua2pxPjoiICMyZM6fcHv/ybn9CQgIGDx4MsVistR0RpoT/BCkpKfRriqJIcgOBQDBb6tatC19fX1Ob8cmhHP4ur8e/vNuvL0SYEv4z2NQPglySB7lcDoFAYGpzCAQCgUAgGAjJyieUO7Zt24bg4GCkpaXRyz7kyeDS9RtU7PUd5HK5Ca0jEAgEAoFQXIgwJZQ7Ro0ahdOnT2Px4sX0sqyCIjEqk8mK3XdBYfG3JRAIBAKBUDKIMCWUWzIyMujXzHQnWTE9pjeT01Hnu+NYcux+CS0jEAgEAoFQHIgwJZRbmAlOzFQnmax4wnTxMUVg+Yazj0tiFoFAIBAIhGJChCmh3MLnF52+peEx5YFk8hMIBAKBYEqIMCWUW5geU2bt0uLGmJIKUwQCgUAgmBYiTAnlFlatUg0i1bD+SmoRgUAgEAiEkkCEKaHcwhrKZ2hRUi6KQCAQCITyCRGmhHKLptmdipv8RGJMCQQCgUAwLUSYEsotmzZtol+XSvIT0aUEAoFAIJgUIkwJ5QpmYlNOTg79mjl8X1xhSiAQgNu3b8PT0xObN282tSkEI9G8eXNTm4DRo0eb2gSjcfnyZbRp0wbt27fHgAEDIJVK6XUymQwjRoyAv78/pkyZQi9fvXo1/Pz88PnnnyMzM9MEVpsPRJgSyhWFhYWcy5nCVF7MoXwCgQB8+eWXePHiBUaOHGlqUwgGYsz4+tLue+PGjaXanznh6emJ06dPIyYmBt7e3jh06BC97t9//4WHhwdiY2ORk5ODCxcu4P379zh8+DDOnTuHfv36Yd26dSa03vQQYUooVzx+zF38nlUuSl7cclFkLJ9AIMmD5Yvo6Gh069YNPXv2xIYNG+Dv74+2bdti165dAIDExEQEBwcjMDAQ33zzDQDFaNOwYcPQpEkT7NixAwDw119/ITAwEL6+vvjrr78AAPPmzUN4eDg6d+6MW7duYdy4cWjfvj2mT5+OwMBAAMDVq1cRFBQEf39/rFixgtPGixcvolWrVggKCsK8efMAFHlt582bh8GDB+Ozzz7DZ599hvXr1yMwMBD9+vUDoPDgBwQEoE2bNpgwYQIA4OTJkxgxYgQAYNiwYTh9+nQpH9WS4e7uDisrKwCAhYUFK1H3/Pnz6NixIwAgLCwMcXFxuHLlCgICAsDj8ehlnzJEmBLKFb/88gvncpmcKUzJjZVAKC4ikcjUJhAMJCMjA/v378eOHTtw6tQpxMbGYu3atZDJZJgxYwaWLVuG6OhoLF++HACQkpKCX375BTExMVizZg0AoHfv3oiOjkZcXBx++uknum9PT09ERESgsLAQ6enpiImJQWhoKL3+22+/xf79+xEbG4uzZ8/izZs3avYdPXoUc+fOxZkzZ/D999+rra9bty6OHTsGJycnSCQSREdHQyKR4MmTJ6hZsyaio6Nx4cIFJCcn49GjR+jYsSMsLS0xfvx4ODg4oEOHDqV9SEuF58+f4+TJk+jWrRu9LC0tDfb29gAABwcHfPjwgXPZp4zQ1AYQCIaQn5/PuZwqhaF84i8tH7zOyIOrrRhCAXmuNgYWFhamNoFgIM2bN8e7d+/w8OFD2huXnp6Od+/eITk5Gc2aNQNQVGKvevXqtBBSxu2fOHECq1evBkVRSExMpPtu0aIFAIXnVdmP8j8A3Lp1Cz179gSgEF3JycmoVKkSy77x48dj4cKF2LFjBwYNGoTOnTuz1jdq1AgA4OHhQb+uXLky0tLSkJ+fj2+++Qa5ubl48uQJXr16hVq1amHixImoX78+nj9/XtLDZxQyMzMxZMgQbN26lfWw5+joSMeQZmRkwNnZGY6OjvQxVy77lCHClFCusLa2RlpaGv1eJpNBIBBAzhjKl5MC+/9Zrjz7gC82XEDzqk7YO7atqc35T0KEafmDz+fDxcUFPj4+OHnyJCwsLCCVSiESieDp6Ylr167B19cXcrkcfD6fM2xp4cKFiImJAY/HQ/Xq1Vl9A0DNmjXx77//AgCuX79Or2/cuDH27t0LBwcHyGQy1rC1EgcHB6xduxYSiQTNmjVTE6ZMe1Rn9Fu/fj2++eYbhISE4PPPPwdFUaAoCtOnT8eGDRswc+ZM7Ny5s5hHzjgUFhaif//+mDt3LurUqcNa17ZtW0RFRaF9+/Y4ceIEhg8fjpo1a2LVqlUAFA8Ifn5+pjDbbCDClFCuaNCgAV6+fEm/l0qlCmFaCkP5RJeaPzsvJQEArj5P09GSUFzIUH75hM/n47vvvkNoaCj4fD5cXV3xzz//YNmyZRg1ahQoikKzZs2wcuVKzu179eoFf39/+Pr6wsnJSW198+bNYW9vj/bt26Np06b0ebJkyRL06tULcrkcYrEYBw4coOMrlWzcuBH79+9HYWEhwsPDDfpc3bp1w+TJk+Hj40PHPytjab/66iskJiZi9+7d6N+/v0H9GpNdu3bh0qVLWLBgARYsWICxY8fi9OnT2LhxI7p27YqDBw/C398fTZs2RZs2bQAAXbp0gZ+fH5ycnOi4308VIkwJxYKiKBQUymEpEpTpfh0dHVnvpVIpLC0tWQkbFIkx/c9CvNrGRyC2gUObfsh5cM7UphD0IDAwkE5E6tSpEzp16sRaX7NmTZw5c4a17OrVq2qvZ8+ejdmzZ7PaKROVlKxevRoikQgnT56ERCIBoBjWP3XqlFYbp0yZwiqNxNwvcx/M5Km1a9fSr+/evcvaVvl5AWDZsmVa920KhgwZgiFDhrCWKZO5hEIhtm7dqrbN119/ja+//roszDN7iDAlFItxO67h2J0UXJjVAe4OVro3KCVUM4aVF0fm8L22mZ/y8vJw69YttGjRQm3IiTmEJJVKIRQKSaa+mUFm5zI+KW5t4Fi7NhzbD9HdmPBJMXr0aDx+/BhyuRzbtm3jbHP27FnMnTuXtezUqVMQCMrWiUEovxg9e2DdunXw9vaGpaUlWrVqhcuXL2ts+/vvv8Pf3x9OTk5wcnJCSEiIWvvw8HDweDzWX1hYmLE/BkGFY3dSAAB/X0ku0/2qClNl4WJ9h/J79+6N1q1bq2X3Hzp0CNHRRV4FLy8vBAQE6G3X5cuXMXLkSFbRf0Lpwye61OhkW1WkXz95l21CSwjmxubNm3H27FnExsay4lCZBAQEIDo6mvVHRCnBEIwqTP/++29MnToVc+fOxbVr19C4cWN06tQJb9++5WwfHR2NAQMG4MyZM7hw4QI8PT3RsWNHVkwhoKj99fr1a/pPWa+N8N+HOfMToKgXd+7cOVAUIytfizA9duwYAKgVMO7Roweys4tEZUpKCmJjY/W2a9GiRfjrr7801vErayiKwtdff439+/eb2pRShTiwjQ9zJKHDyrMmtIRAIHyKGFWYrlq1CqNGjcLw4cNRr149bNiwAdbW1hqnutuxYwfGjRuHJk2awMfHB3/88Qfkcrla/IpYLIabmxv9xxWoTSgbynpolUt0fvHFF+yhfD1iTMVisfrCYmbzM1F9iDIVd+7cwbp16/Dnn3/Sy27fvo1Lly6Z0KqSQ4byjY9AQCK8CASC6TDaFUgikSA+Ph6zZs2il/H5fISEhODChQt69ZGbmwupVKpW0ys6OhoVK1aEk5MTOnTogIULF6JChQoa+ykoKEBBQQH9XllDTCqVsuawLWuU+zalDVwYYpdMLisz+6VSKacwlclkkEqLpiotKJBAKpUiMTERvXv3xrRp09QC0cViMYfd6sK0oKCAs/yJql1K5HK5WXyfOTk5gEAIyOWQSCSgKIquD/j69WutvxdjU5LznukZL+3j/F/4PZYGqr8CTfstj8fL3GwlEAjqGE2Yvn//HjKZTK3QbqVKlXD//n29+pg5cyY8PDwQEhJCLwsLC0OvXr1QrVo1PH78GP/73//w2Wef4cKFCxrjWBYvXowffvhBbfnJkydhbW1twKcyDpGRkaY2gRPtdilOncRHDxGR98CoduTl5WHZsmVo3bq1xmH6O3fvAKgNALhw8SKy3r/G3LlzkZCQgJEjR6oJsdzcXEREROjc95EjRwwqn5OUlKRXv8bm4eOn8Jy0C4WZ73Ds2DGWuN6zZw+8vLxMaJ2C4pz3L5L5UA70GOs4l4ff441UHlwsKVSxKf39SCQSwKLouqjrOJeH46UkNzfXBJYQCARDMNsxmyVLlmD37t2Ijo6GpaUlvZxZq6xhw4Zo1KgRatSogejoaAQHB3P2NWvWLEydOpV+n5mZScevKme/MAVSqRSRkZEIDQ01q9qB+tg1+cJJAECtWrXROaiGUe1ZvHgxrl+/juvXr3MKKmdnZ/j41MXR64r405YtWiKwTTMsXLiQbqNa0Nnd3V1tGddQfnBwMGxtbbXax/TCVK1aVb1fE5B7Jh78t6mwcPHCy5eJGD58OL0uICAAdevWNZltJTnvLx6+h/NvXwBQ/05L266cnBzY2BhB+ZXQrmvP07DljysAgEcLOpb6/r47fwDM+dU0HefyeP1SjpYRCATzxWjC1MXFBQKBQG3e3Ddv3sDNzU3rtitWrMCSJUsQFRVFDz9qonr16nBxcUFiYqJGYSoWizljCkUikVlcUM3FDlX0sUsoEBjd9vT0dPp1UlKS2np7e3vweHwACmHK4/NAURSrVp+qjZaWlnrbrWz34cMHJCYmokWLFhrLSPH5fLP4Li3ERbP3TJkyhSVMDfnsxqQ4572AMQ2psT6DSCSiR1l27NhhNoW7lcfrwOmLAAT0MmMjEAjB11IOobSuX8owGM7472LAZZc5nPcEAkE7Rkt+srCwUCu8q0xkUs50wMWyZcuwYMECHD9+HM2bN9e5nxcvXiA1NRXu7u6lYjfBeMjlFJYdv4+oe290N2ZAcXgymZ7TqlWrsob45XJKrRxUYWEh672+Nz+mN7RevXpo1aoVoqKiNLY3l7qnqnYwP0d5Lt1SVslPq1atglwux4ABA8pkf4Zg7OFo1V9bobzkSYH60K5dO7i4uCA7m5SoIhA+ZYyalT916lT8/vvv2LZtGxISEjB27Fjk5OTQ3puhQ4eykqOWLl2KOXPmYPPmzfD29kZKSgpSUlLoC1V2djamT5+Oixcv4tmzZzh16hS6d++OmjVrqs12QSgbDNFhx++m4Nfox/jyz6u6GzPgEqZdu3ZlrVfNyr958yarff369Vn9cM4HzrEfpqBTev+PHj2qv/GmgvVZeKzPYS7iuTiUlekZGRlls6NioCsZr6So/gxkZSRML1y4gOzsbMTExJTJ/ggEgnli1Ctcv379sGLFCnz//fdo0qQJbty4gePHj9MJUUlJSXj9+jXdfv369ZBIJOjTpw/c3d3pP2VtSIFAgFu3buHzzz9H7dq1MXLkSDRr1gyxsbGlNvxDMB4pGfm6G3HAlfBUvXoNOqGtoKCAVWBfLpereQUfPnyo5jVVheLIyuequast5tRcRB/zeIDPZwnTEydOaK31akxkMhm6d++Ov/76q1jb88vg+G7YsMHo+ygJhgjTQi2zoOmLtIzPlfLs0ScQCCXH6MlPEyZMwIQJEzjXRUdHs94/e/ZMa19WVlY4ceJEKVlGKGuKO2sPU0QJbJ1RZfyf+OUdMMNH4dUqKCiAjNIuTAFFdr+Sv//+Gxs3boSDg4PWfXft2lWtNqmtrS3ev3+Pd+/emTSJSBvMskq2DUNwPyWLfj9u3DgAwNixY8vcrtOnT9OTHBSHstD9kyZNol8LheaXHyrQU5gmvs1GlzWxGNmuGmaE+ejdv5rHVGZ8jylz4gxzPOYEAqHsMPqUpASCEkExlSlzCL5C5yn069hURcZ0fn6+2pSkXNm3qvGCixcv1rnvV69eAWCLY1tbW7i7u6NevXpITExktTcXjynrmIVNxKh9T1nrNc1zbWx0ea11UdYF9s1xJIbHEKaqYS4UReH58+egKAorTjxAQaEcv0Y/LtH+ysJjyqwznSvj48z9t2UWQkAgEMwLIkwJJeLly1d6ty2uaGPefEUuVenX/I9e0YKCAsgZHsJ79+5hz549av2o1mNMTk6mXwtsnGBTx0+jDVlZRR5HW1tbWmCdPWueUzaqTt2qCtN7XJYwvWG6bOSirHU/s1SducDMkFcV+qtWrYK3tze+//57ztAUfVDdrrQFokxO4eTdFLzLKhKjTGE673wehm+9gu0Xn5fqfgkEQvmAjJkQSsSDB/cBBOjVtrgeU3Y8JEOkChXCNDc3l+Ux3bZNMQ2n2KshpO+eQ57HXbuQWcO20sAlKmt59L4kEgny84viY5klZwoLC1nC2Rw9plwwP09Zwjx2+fn5Bgu/sji6ynh4ACadIUsTzKF8qVTKOqbTpk0DACxcuBBf/dm9VPZXWMpD+TsuPcf3h+7CxdYCV78LBcA+H1PzFfs7ficFw9p6l+q+zYWIiAgkJCSY2oxPjri4OADl9/iXd/ufPn2quxGIMCWUIcWNMWWJLMZrq4+i5s6dO3jx8hUARQkpkUgEa592cO3+LWS5GXjxyyDOfpnF00XOlVnrPEZtgPTDS7zbNx+TJk3C7Nmz6XVpaWn068LCQuzevbt4H6wYSGVyCPk8nQKY0jH8ag4e07y8PDg6Ohq0vbZ6mqUF0wspkUhY61JTUzFy5EgEBgZiypQpRreFC2byk0QiKfXZ61SfaUq7XNTJu4rqFu+zi44t02OqRFco7Yu0XFS0s4SFsPwM/BUUFEAgEGDOnDmmNuWThc/nl+vjX97tFwgEnL93JkSYEkqGDs8ck+J6E5neFKG9K/3a2sqKfr3tzz9Rsdd3ijYiEaxrNQMACKw1Jzdp8xqKnCvTYnXjxo2YPn06vW7ixIn06xcvXmDJElVvq2ZOnjyJP/74A7/88ovadL26yC4ohN+S02jq5Yitw1tytimUybHh7GO8+6A+J7hrrzkQWDsgZft0tTnDc3NzIZPJYGdnZ5BNhsJ8yCiO15Z5Bu3btw+9e/cuBavYMO1SFaY//vgjDh06hEOHDqFx48YICgoq9f3rQhFjqnjwUP0e+Xw+PcJgwE9TK6WR2c9EzmEYpzDVcr24+CQV/X+7iCaejjg4XnMIjrkhFoshk8mwfft2s02c/C8TERGBOXPmlNvjX97tT0hIwODBg3XG7hNhSigRhsSxCYopTJWJTFY12GLMhuUpKupbKBSqVwnX0q8+qAoUJUpRyhOKIbB31Sm+lfV2q1SpglWrVum9fwA4ff8tMvKkiH7wTmObbXFPsOLkQ8511rVaAQCEFSqDxyuK75TL5ahUqRLy8/ORnZ1t1IQfpjfyxx9/xO+//27QA0tmZlF90UWLFmkUppJCGb5dvhFd29RHgH87g0oQMb3JqoKJWaFhz549JhGmTFSFqUhkAbldJUhTk3X+BD58+IDly5dj6NChrJucsQvscwlmrocUbefFP1cU8eE3ktNLy6wypW7duvD19TW1GZ8cyuHv8nr8y7v9+lJ+xkAIpU5UVBQGDx6MDx8+FLsPmUyGS5cu6ZXIok+Vm+zsbLX4yNTUVACAfSu2CLEQFT1XMW9iAgH7ecumfgdYVm+mtq/SEKZK3MN/RuVRG/Be4KyxDfNzMcMB9OXhQ27ByWTfqYu6O5LLWccrKysL2dnZKCwspKsQGAumkNq0aROOHz9u0PYb1hfVGLVieMxVGfHLv9ifURVfLN0HoVCIixf1OC4f0eYxrVixIv26QYMG2Lt3L65duwZA8dmePHmi936KDeM8UrXP3m8APEaug1OHL3V2M27cOCxZsgSNGzfW2q60Y0wzs9R/d9weU819kHx9AuG/CxGmZoCuRBVjERoaih07duD7778vdh9no6PRunVruti9NphDc3IOL8y1m7dRtc8shA3/BnK5HGPHjsWPP/5IC1PV2xErmYrRN4/HZ435unSdikpfqNtniDDNycnRul5UwRMA8ErogdTUVBw4cEDNm8XcX3Gyvd++0+wpBRS1WZ/qqAUMAJRMSgvT+Ph49OzZk15XWoX3pTI5ztx/i6x89jHIl0jhNuxnOIcpwiFevHihtm1hYSEuX75Me1ffvHmD2bNnfwycLzoH3r17p7Em6rk3iocTu8YKD7W2aZBVYX7XqoKJue7KlSv44osv0KyZ4qGnZ8+eqFGjBv7991+991UcmEPhEpVzzLqF4uHNvvnnOvu5cOECAHWvq7rHtHSH8p88eaa2zNChfK5wAH2Yufem7kYEAsGkEGFqYlJyAb9lZ7E1Tr9sNWPw66+/4vTp0yXqY+nSpTrbMG80Mo4by7Q/jsOuSRgeuAXjwOGj2LBhA7777rsij67qNsz7FqPvvHz9EnvS82S49CRVrwcDPz9FHJtz6BjYNSu66Qsd3VF5zGb6PUXJ8dlnn6FXr15YtGgRqw+ml7Q484FziXklMTEx6N+/P97pEK8fjaSFaWhoKM6cOUOvKq2kqJ8iH2L41isYuZU9/eyd9zKI3WrSgpHL6zl16lS09g/ExOmz8S6rAEOHDsWiRYvg7+8PMMqCPXz4EJ07dy7VSTfy8/PVPKbM8+P9+/f067t379KvKYqip6pds2ZNqdnDBTOxraBAsye/2A8ZKqfZrxs2Fq+fj0gK5ei+Lg5zD91RLODQm1xD+cznzqTUXAz+4xJiHynO7+I+y2fmq8deEwgE84IIUxOz7xkf77IlmHfknslsoCgKwcHBJepDnxg+ljDlEFm5gqIs+fUXU+jX6enpihcqdyM+j4ctW7Yo3vCKTuV79/Q7lu/bTEK/3y7i+M0kzY0Y/Vq414adb1c4h3xFL3Pq8CWEDkXDu5RcjitXrgAA/vjjD1ZXTGHKNdWpLrTdjG/e/OgJ0ites6iNakiBLs+wvvxzVREDePkZO0xEqpJIwxVHuOXcY3h9vQfHxO3R4sconD4TDUAR38l1CFRnkNNGVlYWbt++rXF9RkaG2jKmN+/586LamswKA8wHDWb5Jn158+YNpk+frjFc49p7Hn6KSgRFUSyhXCDRLLR0hRVwHfuXL1+q1Ub9a/tOrf0okUqlnGFBZx68xc3kdGy7oDx26vstKCiAbeMwVggC8yFr2p6bOJf4HkM2XQZQfI8pqdlPIJg/RJiaGEOur++zC7DrchJyCko2e44Sh7b94Rg4nH5fkmFc/YRp0eu8fPWhuzx+kTBNljvRr4u8KeyDtT76MZo3b/7xHct9qtEGi0o1YF3HDwAPfAvFcPrP/0RpNpoZIiBgCg7ex2XseFamN0tV5KWkFIltpsDJzJdi1J9X8e8t7fGdqjfjFy9eYOvWrcjPz2eIFd0/addeswExd/Z969atSym0hPs7KJCyY5G5hHCFjuNY70VWtkVvOGzT57ytVq0a5HI5qlevjkaNGmmsAagUplWqVKGXvU1NR7+NF/DL6Ud49OgRvZwZ38n0pBZnSs1BgwZhxYoVaNu2Lef6bY8E+PXsE1xQ8fAXMIbhmecXwHig0xO5XI4qVaqohQfw+Hy9Kih06tQJFSpUUKtVmJqqIlZVBHF0dDRWrFyJCmETYN+iB738EUOkv81i77+4ZygRpgSC+UOEqYkxpCzj4D8uYdb+2/j+0F3djXVQKJPD0X8wHFr1hsBe4fFTJjBFR0dj5MYzCJyzU7dI+bhakzBl3ryZ96NjJ06y2t17lYkMCxf6fU5OLrsjgZBTxCtjNVneHx4PXMJI6OSBSgOXwrXHLNg2CqWXa4s1tXCrxfKa0rsQWXC2p+RFwos5WxQAdO7cmX799OlTWlCtPZ2IyHtvMGHndY12AOrC9Ov5K/H1thj06jcIcrkc4ir1IXTUXYJK7FYT/GaKWERnZ/VkLX2SrFh2yeWcnkZVZHIKO58xYmv5Avz1119ITEzEsuP3seEs99SZBawEH8ZkBkILCOwr6iVMBQIBHj16RAvI+/fvc7ZTZt17eHjQEzAcuvECl55+wMqTD1mhDvHx8fRrphgrjsc0NjYWABjx1Nx8yJGwY0wZHlPVKXf5BlQiyM/Px4gRIxRvVD2pAiHevHmj5q1l8vbtWzokZOvWraAoihbKL18UzbCmiGdl9x8UFISYC1fUO2WEbajGmxb74YkIUwLB7CHC1MRQsiLvp66is/dTFELn+J3XJd7vhcSiYTKLSjUgsHOlkyA6dgqDbaNQvIQLriQ809oPT2wFq5qtILBQT+Z58OAB7Ozs6Nlo0hnDxiILtrCLuK35MwnsXOE5+W9YeatnD9NJRCo3LrFnfbW27uFraC+pgFEPVdtwqPuQFXAMDAf4QrgNKoqj5Yk+xkaqzlUul0Ng5wKRS1Wt88JLJBLao/U+W/v3rkTV23PFOQQOrXrjstQTrwtEcBu0FJaeDfTqC1aOin8cMZ4+Pj769fGRLl26wNHRkeVN5IooSM1hf06eQIhz587Bp1lb/Br9GEuO3eee/pLjwQBQfJ9Vxm5Gqlxzdr4SiUTCGhrmErNxcXFYvXo1AKBdu3ZwcFDUwM1WfUjiQJmZD2gWpjI5hdsvMjjrghYWFkLoXBm65rbi83gsrzzTu6ka0iDQVQbDwR3uI9bCqlYbrFq1Ctu2beNsxuMJkJycDF9fX3Ts2JGzTaNGjejXHz58wDfffAN3d3ccOXIEdnZFHu/Xr1+D4jg5hLbqD0hK8XnhcSqevGd71os7uFPcEAACgVB2EGFqYuQM8TJ27Fi9tuFKHDKUIVuKklIq9pqNKuO2FAkphhDI1JGk49i2Pyr2ngPLln3V1s2dOxcSiQQrV64EAKQyhjvX3KJwjCFG1euhFr23b9kTfBF3bU265ibjZmdVsxWEdi5qbflM8cw4hsnJ6pnhTBxa9oLIyZ21zMq7CWwadFCzWy6Xocq4rfAYuQ4CuwqM5ep3UkPLdFEaxiEt3GripUS3OGPCAwWpVKpfspQOlCWf6HhfcMsrVa+XMjSCxy8a+g5aFMFhrGI7vrUDHP0G0otFFRTD7S94rurbqFBQUMDyBBcUFODu3buYOnUqvZxZk7RSpUq0MJXqkUzH/C75GgTh0uP30W3tOfzAEU9u0+xzVB61Ec6ho7Xuhwewzt3snBwUyuT452oybD7WqS2yQ4fHtN1XsHD1RsVes1VCG1Q9pgIcO3YMN27cQFRUFGdpuDdv3tCvU1NT8dNPPwEAvv76a9Z5q/Ciqp8dAg5hqvSYDvhdvdSXIfWTmRBhSiCYP0SYmpwiwcK8sWvdonSrt9Dk5iuGTG0bF3lFtJVsYSKs1U5tmWr8oIxheHI2MHZHkZdJW+wXT4MoBZjCtOhUtqmjeyYYgYBx6ot0l25yG7KC9d6l2zS4dJkKsUcd1nKmN8vCvTb9mitGr6jagM7dA9DyQMLjo9DAcyIvNxd2dnaQSCQQCASoXr06a73yIYXTg6mCpXcTOAYMA8UQHMzT5tyj9zh4/aW6HPkYn0vJix7Okjieg3gfv1vbj5n8qugzrPvmzRuMHDmSfn/nzh00aNAAP/30E6ZOnVrUkC+AdR0/HMiqDouqTQAAknymx5T796BPlYXfYhTJSH9dfK62zikgHABg59tVax88Ho8lrq7fuIkdl5IwY+8tuPRiT1OYX6AjLtSuKGlP22gNjy9gVSBghufQx54hgpki/fHjx9i9qyh5SiKVch5CvthGfaGW71XXafkmD1gV9QgZuezREBJjSiCYP2TmJ1PDEDK2trYamsjx7bffAvwAxXsjPfW3XnUJ57/twEo+0XtWHon6cGdubtGyR48e4cdFi2AVOpnVRiaTQSAQqN+DGAv4Qs3CtNGiWIg9G4J1txPoPq3FjFACoYo3lAvOGycAgZU96z3TMyqwLEow0ipM9USjAOPxYHANdIqixUjlypUhFoth1+xzUNI8ZN+KRH5+Pt7mAd3XxWGEXzV8HVpbY1eV+i0EADzlcWeBD950CQCwbyy7lqjQzgWuQ39CwQvtVRQEts6Q5WiekKA48YaLFy+mXzOz1117fQfrGi3wWgqgQX9YP34GeaEEgOJ84YksQEnVRRxTmKraI5NTask7qqgm0Wlsx2OfYykpKUh/xn0evXr1GtY1PdWWX7x4Ue1BRFtyE48vxOvXRaMbR2++xNWXuXideAcnLt7GZmtbVB61EdL0N3j792w6TpYntoG4cl1cuRqPit5dAAB5BewYU9r7KuAKf6BwP4U7/lvTV574Ngtb455i+w0hgKd4kV6AXwY0pddrK7lGIBDMA+IxZfDoTRYG/n4Rl5+yL/RpORKcT3xvnEL4VNGwWHZ2NufQ6pEjR7B8+XL6fWkM5Wvizwvq3hwmcjmFlAyOm5hUfbiT6TGtXbs2srLUvUrDhyuqAmgbmrOytde4DgAqhI5mCWiekDsxiYmlZdHQt8jJQ2d7fWEmP/Et7ehkGa76oFzF5bWh6YGEx+Oh0MBTgqLk4FvawmPURli2/AJ8Gyc4h3yFCp9NBniKLOzlJx4gK78Qq0890t0hgEwUTRHL43CLpWSwBZ1D2wEQ2rvCpl6A1n7dw1ej6sx/YV2zJef6koqNChWKQi6sa7RgrbNv1QeFkiK7+VYO9IMPT2QJj69+Q4XPJiM7OxsVOk+Ga4//4Y1KKbBxO+LRZrHmOsF/xGov68S87vB5PNb7nNw8WFvoTnLKzZfgWPR5/Pnnn2jTpg1q1qzJWs/ymKo+jPL5rLJi0w4+wO4ryTib5gDLOu0wZWMEhI5usPJuDNsmnyH14wNXpX4LUemLebBv1YveViItBFOYKsMoOIU5RSHs51jOz8M8BszX3dfGYfulomSr60nsBxoylE8gmD9EmDL46q94nH+cir4bL7CWd/3lHAb+cQkHb7zUsGXxoVTitc6dO6dYTlH0DZfprVCsK9k+fzyq2UMlURkTplTiBmbtv43Wi0+pbcfTIUwVjdT399dff33cEXu50N4VFT6bjH6jpyIghDvhQomYL1Mp66Tb+ySyL4pB5Vtye6r1gSlEASCdkZ3Ot7ShvUd5eXkQVqgCp6CR6PetIv5O+V3ryHcp2pem753HR6HcgPIOAEDJYds4DCLnyiioEYSC+kWTBvAEQhQUFOgM47j4JBXzDhcN8d6TuakNnTJRfaCyVomJ1IXYgzspiylM8qW6p8ZVs0vbdLoUhdzconO7ytjNqDrtoKLsmE87iJw8YNsoFBm5Etg2DIV1nbZ4kMJ+ADtx941qrywWHuUuXaWEqbspuZzlMc3JyYWVSLcw7bT8BMYeT8OX3yhmeVOtGMEUpqoPFTy+UGvdXQnD21qh03hk2yq8tGL3WgDASsgrkBaykp/q1asHCw8f2DX5TK1fitIcn5LH+J5fMR6UcyTav3/iMC09ikr1mZYtW7agVatWRfcSM2HmzJnw9/fHkCFDWLOr3bx5E23btkVAQAC6devGuk8+f/4cYrEYd+7cKRUbHj58iCZNmsDS0pI1qmNnZ4fAwEAEBgaq1XW+fPky2rRpg/bt22PAgAG07b1790ZAQABatWqFmJgYAIrJeVq3bo0NGxRTRb9584ZOdi4JRJgyeJnOneSgXH70Fnfm+N9XkjB+xzUUFBp+U2R6TAEgOVnxtD940yV0XhOLQplcrxqhhvB7rOZZpiQqn2HlqpVwcXHBkSNHAAB/X03m2gw8uXoGuvIHxxPbgGdhxelFU8J1v7BtFIpLjh1w9Zn2eeWtLERgqjse57AgmwLPFjrb6IWKcP/A8CzxRJZ0eaL8/HxU/nID7Fv2xEWqFgR2LnimZfpQuZzCqpMPcOZ+kSCQa/ASgceDwWceRbHK8UjdGNn8fCHy8/NZjrP4+HisXr2aJeL6/3YRW8+zP8OFJ6lKkzh2aRxVcOPGDWTkSeDz3TH4zDmO0Wt1TwkqsK0Au2bdILCviNQ6PXDmgWbhlcFRTsw9fDXrPHvqVSSsMktpciG5XFGeqZChpq5di2edBzl5ebDUw2OanKO41Ns06ACHdgM/hr8UoRSmQufKENg6sTfmC7SWA5PXZMeX51s4amwr4XhwcB+yAuLKHA8dep4vqg/T2jDV9M/lidKalris+t69ezeOHz+OIUOGlHrfxeXmzZt4+fIlYmNj4ePjg71799Lr6tWrh/Pnz+Ps2bNo1qwZDhw4QK9btmwZPctgcQkPD6dfV6lSBWfPnkXr1q1ZberUqYPo6GhER0ejYUP2tcDT0xOnT59GTEwMvL29cejQIQDArl27cPbsWfz999+YP38+AODUqVO4ePEiTp5UlH9cvnw5pk+fXiL7ASJM2ei4Zkk0BPLN3HcbR2+/xp6r7KHZbeefYcimS8jT8hTPLBcFKISpTE4hLjEV91OykPguG+np6XoNT5cG+VK2PZFnYpCamopf1v6q9aLO4zh4H9Iz4Nh+GLym/A2vr/fAtef/NG6vqW8KbO8IFzl2XnAKGkG/F9rrztIuNVQysHmMJCy+hRUGDx6Mq1evsuJtAYBvZY+nT5/i2fsc7L+m7ok/fjcFa04nYvjWovqOmoYvweNDRhnmMaUoOeQcsZIAt8f08w1XMHX2PNYFVkPPGtcYcxh11tYo5H8UKCdecB8LnsiSjmWsNHAxnENGo8rYzSioVB/Dt1wBt+uaQgZHCArAfgCS2BcV5JeLbHD2wRs8T9U9i1byB+5SVFKZHJ+tjsXIbVdZoQr5+XmshLTcvHzsi9c/JMS2UUc4+g2E28DFrOV5eXkAj4/Ko9SnH63QaTx4FlZwDBgGUcXqauv5Vg7sBVq+Z0kheyjfqlZrjW01XRPkcjmr5JbqbGLaIB5TbqKjo9GtWzf07NkTGzZsgL+/P9q2bYtdu3YBABITExEcHIzAwEB88803ABSOh2HDhqFJkybYsWMHAMUIWGBgIHx9fWkP5rx58xAeHo7OnTvj1q1bGDduHNq3b4/p06cjMDAQAHD16lUEBQXB398fK1asUDcQioTMPn36ICQkBOPHj0d4eDh27tyJS5cu4fPPP8fly5eNfJT05/z583RptbCwMMTFxdHrmOXk8vLyUKeOIoH26dOn4PF48PLyKjU7rK2t6eoiTB4/foz27dtj7NixavHl7u7udBlBCwsLusqIxce8jKysLDRooHBkCAQCFBYWQiAQICEhAc7OzqhUSXctbV0QYaoBLjEp1fFkrjoP89zDdxH76D12Xuae8vJ1Rj5yqCLByRNaID09nXWhzciV4v3795wZyTsuPUf3tef0roOpD6qf22P4L+Bb2eNRw1GYtPuGxu34KsNu915lgu/bBw5tvtC6PwuPOoqwhRLeMPhia92NjABPtSQPM6TAwgp3795FixYtcOJhOquZwMoOSUlJ6Lv+HGv50uP3kSeR4WWauveeeZ9meh54PJ7BwhSUHFShJmEqQn5+PmvyB1EFTzi0/gJJSVqmb/3IvMN38ZojDvnrv28aZqMBvE3P0riu6sx/4T5yHbym7oXnRMUNlCuu2MGvP+f2mRqEqU39IM7lYs/6GLblKgKWR+uwGghZdZZz+c3kdDx4k4XT99+yPKY8sAV+mqMP3mdLOHoAp9taYMU941d6dh6EDppvKA5t+8Oh9RfwGL5GYxsaSg6n4K84VxVICll2Vez1neZ+NNSvTU9Px4uXRQ9z2jymL9LycPTWa1rkykmFfY1kZGRg//792LFjB06dOoXY2FisXbsWMpkMM2bMwLJlyxAdHU3nO6SkpOCXX35BTEwM1qxRnBe9e/dGdHQ04uLi6JJhgMILFxERgcLCQqSnpyMmJgahoUWTnHz77bfYv38/YmNjcfbsWVb5MSUHDx5E7dq1ERUVhcaNFTWtBw4ciCZNmuDYsWNo2ZI7Bt0UpKWl0RN0ODg4qCW6Hj9+HE2bNkV0dDQd77106dJiD4MnJSXRQ/PHjx+nX0sk3NeGxMRExMTEwN3dHevWreNs8/z5c5w8eRLdunWjl7Vv3x6hoaH0ZDFffvklBgwYgDFjxmD16tXo3bs3xo0bh19//bVYn0MJEaYMmAk4sw+oz6edWcx5xDVNIdp+RQzeCIq8ezwLa0gLC1k3on6/XcSb9x84s8JnH7iDmy8y8IueySn6cD5RPfnKtmEwKKEYR25qnjKT97HsVb5UhjsvM9B5TSzsm3+usb0S9yErIZFIShw3az4U3XSVdVMt3Gph0x32Q4tDRYUwepvDPjfWRz/GN39f40wGYwqS3utiGLvkGVwuChQFqpD7osUTihQeU9VpyXh8eHhoTxTLk8rUhvfLAqGOmp0WLlUBKB5gKvb7kbONY7tBassoSZ5GYaqMoVRbXrku/fpduuZZxQCgQMMXl5FXdL7IVIUp432GuCI0YVlFfZIJjfRZhcqjf9e42sLVW++uKIrS+NtX9Zhq7UeDME1NTUVWdpGnWfLxQV7TlL7jd15DxO2Uj7bptetPkubNm+Pdu3d4+PAhOnbsiODgYKSnp+Pdu3dITk5Gs2bNABTV6a1evTrs7e1hb29Ph/icOHECgYGBCAsLQ2JiIt13ixaK0KnExES6H+V/ALh16xZ69uyJwMBAJCUl0SFtTDRta444OjrSMwpmZGSozbAXFhaG69evo3fv3ti4cSMeP1bMeuft7V2s/Xl5edFD82FhYfRrCwvukVZlwmefPn1w86a6wyAzMxNDhgzB1q1bWR7emJgYXL58GTNnzgQAdOzYEXv27IFQKETz5s2xZcsWzJ07F/fv39erhJ4miDBlwLxo7b+uPrx663bJpwLVhtCuAi5U+AxTVDyTF+wD4Og/WON2+dLSi9tJy1fvS1RBveSMKjxKjnypDI3mnUTXX87pbM+koKCg2AWzzQ3RRwEEKDymAHc5KndvzeWXIu6+ZQ1VDtl0CacS3uBGTlF1gpuvGR5VnoD1MKMPTXybwVrDMGql/j9+9JiqCAhZoc7yYYUG160qHSQS/UcNuGYQ0wRFAdm53MPtmmAeo/CPpbIMZeS2ogkwJIxzgYLK6IKWGrylOYqgmuSno7XGNVGvRdwByFy9aBGmzD30+vU8kj/kap3S98rHklqkXJRm+Hw+XFxc4OPjg5MnTyI6Oho3btyAm5sbPD096dnNlKM1XNeChQsX4ujRozh27Bisra1ZfQNAzZo1cf264ntS/geAxo0b49ChQ4iOjsa1a9c4haembc2Rtm3bIioqCoBCrDPjRpmJhg4ODrC2tsbNmzdx9+5dhIWFITIyEmPGjNFawk0bW7du1bo+JyeHfpCIjY1Vq9BRWFiI/v37Y+7cuXSYAUVRdBKUra0tq7QlRVHYunUrhg8fjpycHEilUuTm5uqcyVIbpI6pAQgq1sCr9Dx4OBo2y86qyIdYFfkQ7Wu7YtvwFooi2RwXSPs2fVEgtEFUAnsYo0DspNaWyd9Xk9Hc2wlfNNctIIuDbSPtWfGAIsb0QUoW6yaqLzm5ef8ZTwZT9AgdKsGuRQ9WkpESnpU9eBaahUN6VpEYin30HrGP3kNZS1O9Mx7yZTyDfs2P8mxgU7c95zqhQyUUFBRAonJhsa4XoHFoSIkxKlfogy67igtPKER+foFhT/AMQXX3neF2paqE5jCTKuUUD3dSZbRLga/lHCpNNJXq4oKvRSxfTxcDFprrEjORawhPefv2LWsyBwBYcfKBdps+iihSLko7fD4f3333HUJDQ8Hn8+Hq6op//vkHy5Ytw6hRo0BRFJo1a0bP5qdKr1694O/vD19fXzg5qd+3mjdvDnt7e7Rv3x5NmzalvXFLlixBr169IJfLIRaLceDAAbXpknv06IHdu3cjODgY1atX1zj1rznQpEkTVKpUCf7+/vDy8sK0adMwevRobNy4EcePH8eqVavA4/FQoUIF/Pnnn7CxsUGvXoqyauHh4Zg2bVrRdNt6kJSUhKFDh6ot//vvvzFo0CDcvHkT3bp1w4wZM+Du7o4RI0bA1tYWTk5O+PPPPwEAU6ZMweLFi7F3715cunQJCxYswIIFCzB27Fh0794dYWFhABRVTBYtWkTvY/fu3fjiiy8gEAgwdOhQ9O7dG/Xr12eV4TMUIkyhKMp8/E6KXl6ntktO49mSLpzrtGWdA0DMw3d4/C4HNSvaQsqRnajPjEWamL73lpowlckpCFSGY43lMeBDjsJiZlz22nwLrzONIyxMidDOBc4dvoQsJ11tHU9sC49RGzRuu23HLqCav1774fF44HB0l4jcvHwcvsMO6xDaOuNFlvbSR3GJqaVriB44tOmLvPxkgDGaT8ll6vG/xYAnsEABRDDoUVTfSSk0oBp3WsAYEfn7bjbyrYuG7/liwx6SywJmImJJ0OR8T0pKAgV2bWNdM5QpL4NEmHKjjEkEgE6dOqFTJ3ZOQ82aNXHmzBnWsqtXr6q9nj17NmbPns1qN2/ePNb71atXQyQS4eTJk/QDZbNmzXDqlHoZQiZCoRC7du2CSCTCb7/9RtfWjY6O1uszljXM2uMAsHGjIrGwe/fu6N69u8btdHk8uVAO5XOh9NwyUXq/mfz8888AgCFDhnBWONDU/4ABA+jXLVq0wKVLxRslYmL0ofx169bB29sblpaWaNWqlc7MuT179sDHxweWlpZo2LAhIiLYc2dTFIXvv/+ezhwLCQnBo0cli7GctOsGVpx8qLb8eWoOHr9Tj5PQdBEsKJTRQfaa2ijrLI7brn5ilCb/O3AbrRZFqXlfDB3y1Rcej4+sfO5YWl2Ygyi1EBrvpyCwcVRbluFQA0Ku+cE/kuPEHb/I3b8Tsi1cdDc0gPOvuL/L93nmeWN/LGA/lGmKn9WX/vUUnkixey1YtRlo2MYahqD1JU2lFiyzUgZTlAKK7/6/iqZr6LNnzyA1sDSf8gE9J9uwsAxC6TN69GgEBARgwYIFGksLnT17lhbLyj+ZTIbu3bujffv22LNnD0aNGlXGlhPKCqMK07///htTp07F3Llzce3aNTRu3BidOnXSWKz5/PnzGDBgAEaOHInr16+jR48e6NGjB6vY7LJly7BmzRps2LABly5dgo2NDTp16lSseIx8qQxjt8fj3mvuBIWA5dEIXqmeNXv87AWO1sDPUY8wc98tAJozRQsK5ZDLKZy6r7luYmmw81IS3mdL0GxhFFacKBrmKq5XUxe5Hs0QvuWK7oZmSrUK3FOOGotCgfZhGqGjWxlZwk1KLrcoUCSvKLLGzRm+Rck8iW52xS/Pps++Dam9yTnT2icA3517QoW9Bw6hQMT2mOp6XNoY8wR5EhnStNRjJZQNmzdvxtmzZxEbG6s2Na6SgIAAOoFH+ScQCBAREYGYmBhERkaqJRQR/jsYVZiuWrUKo0aNwvDhw1GvXj1s2LAB1tbW2Lx5M2f71atXIywsDNOnT0fdunWxYMEC+Pr6Yu3atQAU3tKff/4Z3333Hbp3745GjRrhzz//xKtXr3Dw4EGD7fv7ShKO3UkxeLvLdxM1rvvnYy1TTcX2JYVyvM0qvfJO+rD2TJG9UhMlp5g73i6mKTdlDuTcV09We53LPRwtkcogl1Povi6Oc/1/BRvL4sevCazV6waqMtiApKixu24V25byjMZQjC9+piteGEK0lkkUCASC+WA0YSqRSBAfH4+QkJCinfH5CAkJwYUL3B7HCxcusNoDingXZfunT58iJSWF1cbBwQGtWrXS2Kc2DhczUePIG0c8S/mAnJwczjnQc3JykJbJXSohI0+K32K0z42tD2rTfTLgsqnDijO48/ydxtI3nzpeTuYXq1dW1FDJygSAx3ncxyNfIsWbrP++B89abNzw+8tPPyA9U3PtVYJhaJqVj8nS4wmQinU/NBAIBNNiNGH6/v17yGQytVkAKlWqhJQUbi9lSkqK1vbK/4b0CSjKM2RmZrL+AODBm+LVJf0gFaDt9E1wdXXlDGJ2dXVFwya+nNvO2n8Lm+M0TwmqL66u6rMbSSQSSKVSNXEPAE/e56Lj7M1o206/hBpzYkgz9vdNyUppzkcGdy9xFzovbeQFuZC8ul8m+9IXG1vuoutcXMm0w+5Lz41oTeni/vxksbYTC4xfSa+yVzWj74NQxLNU7imnCQSCefFJ1DFdvHgxHBwc6D9Pz5KXVbKoXA/frNkNXtBEtXW7du3Cyp9Wc26nmtighJIYdtH8c8cutWXNFpzExn8iMPmbGZzbVK9TH/MXchcXN2dep7C9IV72Rd6s2g4lj5mt7yRHNa8quhuq0K6SYfumCrKxOsAC63vXhFiqvfB6WSK21N9bXGBTCatPPzaiNaVL09qap/erRmn2st27bbxZqpR8/v0Wo++DQCAQyhtGE6YuLi4QCARqU4u9efMGbm7ciR1ubm5a2yv/G9InAMyaNQsZGRn0H9esEsXhr0QBHmSoH0L/9gGo15jbY6oRgwpYAzfk6jfcLCkP96jKWJfI7QHjW1jhhdjbMLvMgNo1a7DeL+7VEMt61EF468rYOrJtifvfPTEUDRoYMEvOR9aN4K4Dqgme2BYdghQZptaikpcyKi0quJRuRr850ah+XY3rPm/NXkfJirLfA9uV/LzSxYW35csvIIBh1ygCgUAoDka7MlpYWKjVJpPL5Th16hTatGnDuU2bNm3UaplFRkbS7atVqwY3NzdWm8zMTFy6dEljnwAgFovpqdOUf8ZkTexL5FKGJU/wKMNKLW2/wj39nrOtGM8/cHtfk9LysenCC4P2Y0qCazvD3lKIcL+izM3pjQrRqrYH+rauiXk9msDFueTlciwsRLAyoJixEgcHB/zUrzHqVLKFj56eW6XXHnzzESV8vgBV/qMxto52mqstVHFjl16iCouSEu1s9UuGs7UoWc3S8oQ13zgVPQgEAoGJUe+OU6dOxe+//45t27YhISEBY8eORU5ODoYPHw4AGDp0KGbNmkW3nzx5Mo4fP46VK1fi/v37mDdvHq5evYoJEyYAUBQSnzJlChYuXIjDhw/j9u3bGDp0KDw8PNCjRw9jfhSD2Hr+GUb/FW/QNjwtHtOCFM1VAFSxFZvPbBiWGSWLRVwzqAXi54Sior0lto1oiYXd66GKis4QCdSFgZ2lYYkrAh5PfV54BmMCamhc17NpFfw7oS2cDdS1PL75zG3h7mCJLeEt4GJb/BJJxaF/C/3CJ+q5G/AgKWU/lFlZaD7Otlbsz0tJi2qfujtqFqbWFkXe7v6NzKtkjTyv+AlV/X20z8hkSK1fVzv9ZnciEAgEVYwqTPv164cVK1bg+++/R5MmTXDjxg0cP36cTl5KSkrC69dFcV5t27bFzp078dtvv6Fx48bYu3cvDh48iAYNGtBtZsyYgYkTJ+Krr75CixYtkJ2djePHjxs0fZc5wueYtlLJu/36x4UaUh/R2FR8VVRSyLYYWc4WQj5EH5NQAmq7ol9zdSHD4/HAl7GLqYsYiSt+NXVPiybg86CqS9vXLkoumxJSC5839tDah14TylBFDx9CC8NFoDDVOLGdgXUqolYlO1z9LhQWKN4kCYYyvVEh5nbhrlOpSoPK+gtTfu4H1nsrLSETtioloSjGeWRhYYERvtzeeDeHomuNlbhsxbwuCj8kY0oH7tqQuvgqtCHn8rru9pjeqQ5SJfqHn/TyrVwsG3RRVZ6C6Z3qGKVvAoFgHhh9PHHChAl4/vw5CgoKcOnSJbRq1YpeFx0drTb91hdffIEHDx6goKAAd+7cQefOnVnreTwe5s+fj5SUFOTn5yMqKgq1a9c29scwOpSWOa9lWe80rlMl38AZUVRp521bou2ZiBkellH+ht8shVq8mEy8VdyVQj4PG4c0Q/OqTljcsxHLDiU+bkVxuDweT2062ZbeRaJEyOdhzYCmcLLW7I3mmqSmhivbvSuOWVv0Wmz4g1SVF9qn7DOUQ+P9sLR3Q3SqX1T1QF6MS4JVMTzjVWwAoZ6Z77O71AO0PLgxoVRmXbLSMoJgb8MOX2DOFiW2EEHM537aYE7ra2VZJEwrlVE0hOuDgxrX8UEhrH4ljeu14e7KHWt8bLI/xgeplxTTRktv43iSbfLeGGwLgUAoX5hPoJsZkXn1UImnNFSS90y/7F65RenMPLTzUlKJtvevXnp1/ixFRaeXj7v+JYmU8PScc9zJkW2zSMBHp/pu2Du2LbwqWCN2RhBr/flvO+DoJH/8OaIl9oxRxCZTWuaOEeghkLlk07YRLenXaWe24OHFSPq9rrm9uXCyLb1RgVV9G6OxpyP6tfBiHWc5DI+ZFBXD+2sIDlYi8DmPMBds+y21DOVbCNkeQJ6w6HMIhQK4V+QWVx18FMLPw8ESVpZFQ9ZDalNY1LMh2taoABu58aa+tEp9oHGdpdgCYovihfOIhXxETW2Pr0NK9qD/54iWaFVd90hFcSjIN7zkk/QDdzw+gUAwT4gw5SDt1O+wvvQHch9ewPujq0rUV8GrBMiy00rJMs18iNxQKv10rqc7Q7swK1WvvpieysqOxnMnqepGoUrcaUV7tqDzcLSCgM9D+9quaPHRs1OoZUYspXBjCjhHFe+pqs5s4G7DismjKLYnu7AYwtTe1rCHl55NucMP6lSyQy9f7vjO4qTy6PsAoQtKa2UK7n3cn9+J3YeKx1Qk1CxMVT3yPEGRMOXzeKjo7Mi53fROdbCoZ0PsH+cHa4YwhVyGga28sHNUa+TwtSdP5b+4q3Gdt00h5FrKxy1evBj7x7XF1yG1Ud2FfU5UcnWBSMg95D6phR2W9GqI1tUV53xQdXaIBJ/PQ82KdpgcUkur7Vy4yt4DALo19kD72q6wMLAObDObdL3aCUWGi25DRpwIBILpIcJUhYwL/wAAxFkv8e7Aj5C+Kxqm7FrZ8KlE5fk5KMzUfWG0z9Y8HLpv3z5Mba89xlEuLZ1pTsUWFmjHiMvkSnjIS9RvOkVLhudGZMSC5arCSN8QACYSmW6PHLPX/WPZ5YSYOnNycC1sG9kG1gxvHY8vgI1NkYgI9/M22EZ7O8PCLLhCGABAm45UXZd1/RgElPbwEH4pVRiQvNEcQyvncYstNY+oyjSWIqGQTsRZ3b8JfhvSjF7H8oTnZ6GFc9GMVnweD2IN8alWFgIMbOUFNwdL9nmtV6CxAuZ1RZX/tbFFYcYbjev9/Pzg6+WEySG1aI+/Ep86tTX+1hq626B/Sy/8PrQ5/hjaHN/3Mqyk3YwQzRMC1MFLHJ3UDqv6NgaguG4wk8R00akS92QnkrdPEW59nX7vF9JF7z6VyHIzDN6GQCCYDvNJDTYXKDkWLFiA6OhoAIDkzRPkPb4KWc4HBPl3xb8vDRzil0lhb2cNbbLx9bavUTusGzJtq6qbI5OiV69euHT3MQDNQ1Ly3HTD7NKASMUj4eFgiWep7GHJ3EcXYdeUHfvLBTMxxJCMXkMRqKgprhvzl+2q4Y9zT9G5IXe9W1WPqa74x+qubJHI1CRfhyqGQpnD9TyBiFXmbHT7Glh2nHtI9vPKeTj8Ut3DbGdryx0zoAHNwlR/4Z52+g90q5yHxgNmYvWpRyXuT5VD4/3QfV0cKEqO90dWoPJXvxncR9y3HdByxl8QOVcG7p0EWgyg11mIhDg3Mwj5UjkcrBTn9oLu9eFVwQZChqCOnNUFq3dF4NrHCeT4PMBSg+eRCfM8cXLUP0lLmqb5t+zq4qK3yBWqPBSIRQKNoSdWYoVAt7MUIaReJbzOKPLKrh+kW6QOa1MVy6K4Z62zEAlR34MdUhNStxIO39RvGF0sFuPwBD98vjaOvYKSw97WGvh4CcqWG37LkuWkG7yNsYmIiEBCQoKpzfjkiItTnF/l9fiXd/ufPtVv1ksiTFWgKDmEQiF8fHw+CgkKb/fOAwB4fD8QwHuD+uOLbSDQEr8IAJKUR8jPUfcYUIUSvPlnLrC8B/g6bv4SLSWl5nWrh3lH7ullr1AoZHkGuQQlJS2A9MNLhRDQQrOmTRD5RPHaxgDviaGoOuxUh/IBYOZnPuhQtyJ8vbgzrQvlbMXXpaE7TtxNQVPPovbavgJbjhFGpkDw8q7OSvwT8Hngy6WQ89kbyrLTEOrtgMMvOfZhawtomDAqqI4rzjxge+Y1CSttZxKPBzBPV6qwAC+SnuOPDjU1CtOSeEwbezoCu8cj6bn2BKpaFhl4JOGOf67saIVXf4yF0MkD3hWsULHt53gpVXinLURCiIUCiBnHYkgbbwDAq/QiYSbg82BlVRTywePxULMi++HDI+s+fpkxnLUsX1rkTe7aoZ3Wz8BErkUsVfZwhyz7A1BR95Slqofe2kKoccTAyopdwompfdvWUAnhoeSASliEhZZYYq6QicA6rnoLU0tLSzSq4qi2nJLLYWtri8kNa+GP2CcY0c7waVylHzh+TCaioKAAAoEAc+bMMbUpnyx8Pr9cH//ybr9AIEBBgfYRXiJMVeAJLCASifDDDz/gxo0b8PHxwaZNmwAAjg720CVMqUIJK4lC8vYp+AjQ2D7ngeIJSCLJV1uX9NMX9IxQAh0ePFmOehyrX80KqOduD6f3t1Al/jfU7jcLpxO1D2uJRCKWABNziBtKJlUbMuWiTq0a+Lp6FUhlcrU4TwCQpqdA5Kh5xi59URXtql4kQOFFVbv5Mm1R8Zh6OlvjwDg/lVaaJV1nTznETpXQujr3PgQirps6u7+3+xZg+bfjYGtri9STK1Gh41jWejs7O43ClCsUoThD+VyfMTMzU6MHOePiXri27KCtQ50wJ7xoXMUBN19kQCjNQaGoKPShR6V0TJg0FFWnH+LsY9vWLZg5cyZ27tiB36Lu4GWGYlvVEQAmTAEn5PPRoH4D7Hl6n17maifGoPpW2HFXIWC9c+6jWVV2QtSLD0WjCQ7WRd9x5+oWiHiieXRFlq+53mjFihVR48MlvKreTG2dqjdU9dyf1rGORo+ptUpJPTd7S7StUQFONhZw0FJxQolQS7yuBcdx7tGkMirYijFs82WdfYvFGuqeUhRsbGzwVWhtTOxQU+9KDkyyb56AZZV6sKmn+TpcVojFYshkMmzfvh1162qelYxgHCIiIjBnzpxye/zLu/0JCQkYPHiw5t/7R4gwVYFvZQehUIgKFSrg3LlzyMrKooWplZUVXqwdggpdp0Jo54KeQS3x7y32fNtJP/VF1ekH6fd5jy9DwBumtp+Mi3uQcf5vUFKFIJUXStnrz//NmqZUwBBb6XE74eXTBBnOPuAxvBp5T67CqnpzAEC3Ru5Y1K0WYmJi0PXj5AMyJ2+guvYheNWbD6e44fFY++VCXpADsdgJk9tqTqTIij8C5+BRWvvRB9Whe0MTLwCgkCHsBG8fAFCPZdMm6GxEwIZBTTUKIb5QfTml0uH4Hv4YP3Iorly5guzrR8Hj8+EcMppeb2urGj4gh51YiGyJHH41XdCupiuuJaUh8p4iPlEsMlyYMlcpk5FWr17N2fbD0VXIunMaLu0C8K4E5U9btWqF27dvAwD2jW2LzPxC+M/cyhKmNjbWWqftHTp0KIYMGQIej4ct0UVDXAKB5gcopoATCHicnt/qTmIACmFqweGJ79TADWtOJ6JRFbY3d2wbN0Q80VwhQ1ch/PNRR+H97VF1m1W+POZnsHh+EW4OXZAn4T5Oqtn6fD4PO0e11moHE20hGyKR+q2Ez+choLYrmno54npSOr28MPMthPbsWbc0C1M5HZutS5Rm3TwBu8ad1FfIC/H+yHJkXjmISv31rwltTOrWrQtfXwOnrSaUGOXwd3k9/uXdfn0hyU8cMMWZnZ0d3r59i/T0dFhZWUGWk4a3f8/Bqz/GYu1AX3zWQMXjJy+6Q+cmKjwFHPczADxalAKAjCFM3+yZi/TYv1itmTMTSV4/gtWtvZDnqw7/F7WJiY2Fvb09unbtSi97+VJ9SMtRJEcda8aQpkCA8YFFMx11qFsRsvxs9l74Qp0e0+w7Z3ROekDJpFrX68ucrvVYsxZxDeXrojhZ8obAF2ovqfT+6E+0iFIK0Kzrx1htVIUpn8fHyamBWPFFY3zZrjrGBtbAr4xYQY0eUy2e3888ioZYUnbMQJcuXTin++3qnoOsO6cBAIsHt9f20XSyYsUKjBs3DnFxcRAK+HC2sQBPJfzF2lr3FKFK4cTMStfm5VP1rHPpLj5je65cqPoeDoidEYR/RrOPkZOTesiINK3oIZbSknWvDVUbuUJ8NMaYWmr3UpQEbZ7p9YPYnt/Mq4fV2mRkaBjJ4fNZSYNcZN08gdd/TdN5TCUpj/DhlOExzAQCoWwhwpSB5M0TZMTtVrvIurq6wsHBgVNo9WiqPc6Sz+fDqSBFfQWPh+bNm9NvKabHlMMzxPSYUhSFrKws8FTFIeMm9eqVemxXTq56HGtPLwmqWBaJER6PB18vR3zbuBDLejXAKP/qSPlrGrJuFIkkydun4OkRV6jLXW/DiOnLuvavzv40Uc3FBldmh9DvizPcV89Dd+JKSYoi8Tg8pswec+6cUhOmkBci4+Ieuo2qMLWzFMLD0Qp9mlWhY4GZQoUrDAPQ7jEdE1wXLzeOwvOl3SB59UCjINy2ZTP92quiI6zl3FnV+uDg4IB169ahbduiSgc2Nuz9WlnpX26MNUSvRZgyT2EeuL9fPuM3JtTgffV0toalimplClN5QS6SfuqLH/u2oJeJ9Qi5ts9QVClgTkmsKkSZIpT6GDSqKcbUzs7wWsL6wjWUr4Q5UxYACJPZ0zVLTv2CkJAQcCGwcdIpTD8c/wWSV/f1ShjLuR2lsw2BQDAtRJgyeL11EmRZ7zTezLhujh18KnK0/AiPBwsLC1TMTsT7IyvwcsNI1jrmjULGyKrvEBiInJwcfP/994iPV1zE2cOMFNLS0vDu8DIAQOrJ9ahfvz67LBXHULtMpi54+Ro8n+7WijqYIgEfhR9e4MOJdUha2QvJq/uDkuTqEWNK6RSmzHnuVe8py/o00tE/G+Ywo6gY5aICGVOQalJuxUk+lz69AgAY2Fz3FI1qwlSxV/qVqrBgFvBXwvzoHo7cHmttH6Nu3booTH8N6EjYYyISidAqP55zXd6TeKSf26l3X0pq1qjBeq+Px1SJQE9hymrH53F+v7YMgazNK6iKqr2UJBcuzkVitYKD7tJfFZ9H4kPUb3i39wd6meqpzXyv/MaYoytv9syFXyUZwtt6F2taYFXe7J7NWf5OqKOCAfO3/iqpKDP3xJT2eHEpAi4uH2OzVWb4Etg66y2otU2SQSAQyg9EmAKQ5WUiPa7o5qnpZqZ6Y6IoSmd9TpFIBB6AnHvRrNqEPPBga2uL4OBgAMAPMyYjPXY78p/fgjOVAWtra/zwww90HAlreI6ikJ6ejvwnV/F8RQ9kXz+KqlWrIv3stqI2HHdZisOjwOfz1YZNNUEVSiD/OKyv5q3lQNdQ/vixY5i9483u2fS75lW5s+f1oThD+fqUPNI2BK6JKz+Pxqp2Akwe1lttHaXSn0SiSJbR5CFiCtaedazQlKPCAI/Hw/Ep/jg03k/zFKoGKGypVHe4hUgkgi2Vq+b1ln54ibbiJAxvWQlv9843KHRD9Tfo6Oio97bs2FHN56m1hRAj/KphcGuvj8l56selS/OayHt6DRmX9xvkcWSdTzweJk2ahE6NqiCgtismdagJVyfdHvr8zDRkxR9mJTbyVScFYO5Hw29ySZ+mmPd5fb1tB6DxuST/+U2kx/yltlxTUX8lu79qjTqV7LBzVCuW15fPYz908+TsYGUeX6B/kocGj+m4cePQqJFhD7oEAsF0EGEK4MWaQchgeHU0eUZUxUt+vnomPZPCtNeavSw8Huzt7TF+/Hg8e/YMPXr0QMb53Xiz+3+wsVSPRxSoDJ3T+5YpLuReXl6Q5xWlbHOJKC5hyuPzDZZb3t7egIaC54yd6fSY1qrJnvM6P1nzbDiGUJyhfDal5zH1cHdHr65h3MJXtZrARzGmqSwPU5h6VtbsgfVxs0djT0eNI5uGOJSZZT1ssl9wtlFUclAfDH/1+2gI8zNQu1Yt5D2+rCiBpCeqNtZUOVe04cJ4HtLmMQWA77vVw8IeDQFwf7+WYgu8/ed7pJ/ZjCZNmuhtgyr+/v4QCfjYNqIlpnasg4ouuqfsTE9Pp19LUxXHvmM9zVUsKL76tWb1zz/D09PTcIMNRNsDAAA0q+qME1+3R9saLlDR7CxUhSmg+zuk0XDCe3l54ebNmxg0aJB+/RAIBJNChCkAVfeAtgshMxYqOzubs03KrlloX1mA9NjtsLa2RqdOHJmiH4fy+Xw+PDzYszpxCTrWhZ/jAuzsrDKvN8ddVsZRUojH58NVZNikAa1atYLIQncihS6PKSsuj6JYw3iaZt3Rh+IM5ZuaRo0aYezYsVrbMD12+nh4NfnBDTk6WVlF2eP3t8zkbCMQCDTaI5VKMWLECKxcudKgmZFUYykdHLhrmHJR2QZ4/+8qpOyapVMwMdF0XE6cOIH58+ejd291r7e+cMWtvzu4GKkn13OWegOAtLSi5W92zUKI4zvM767Z80kJ1X+TTRrUK5a9hg6Ka4q/5YJZWcDVln2NEAtL8NvlOL/Sz++mve0VK2oJuyIQCGYDEaYcaIslO3HiBH2zy/lYFP/DaUU5qQ9RGwEABUm38WD7XFCSXNjb22PIkCHYt28fmjVjZqfy1JJZlHAJU20F9tu0aYOBAweylmmba5u1LwFQ1VqKd4eX4/XWyXptY2Njo1bqiLNvLR7T6q42CGDGdQIAJUcb21SMbl8dlR31T3ZRpeQeU26MKXd37dqFyhxeUKbgY54vJZmeXpeoZQpgZiFnuZapHVX7TDuj+E0UFhZCLBZj6tSpBs1z7l9LEXPIjE08cuQIq81fI9VjbAHF0HDO3dMoSLpt0KxUmpp27NgRc+bMKdFEAqrXlIoVKyL3QRyyrx+FpjOLuT9ZThoaWmXARkucKMWo/PB913oY2MoLLbyLGxKjWZpyTZdqyAMAn89DxCR/HBzvp1Y/1c3FWcNWekCpP3jn3D5FJ6K1bq1/aSwCgWA6iDDlQHsmL59+AlcK06wrB5C8ZiCy4otunJcvK0pFKb2ivXr1go+PT1FHKslPTLg9ptxf1eDBg3H+/Hna6/r+6Co09LBD+tmtdJsuXdRrcn6I2oismyfg4wgMGjQIlQtfYVSfMM59qMY8Wltbg6u60qs/mB4/SqvAPzU1AFZi9fVhnhRmdS5Z4WBRMWJMWWjYvCRTb+qiWjX2jDbKMl/M4WNmQo2umcAA7tANQLfAPnXqFAICAnD58mV07NhRU+est9OmTQNTzGRePgAAGDJkiMZttDG4dVWs7t8E0dOD6GXM0mfy7FT413Ll2rREAtJYcHlMlVCpzzi32bVrF2sYXuf5JygSpiPaVcOing1LcM5q3q7gxV18iNqIKf5FIz2GeEwBRRWMJp6OasttLIuO0+j21XFkgv6zaXGKaUpOC1M6wYpAIJg15ncFNwN0xTQphVoOYxpRZnwnE6b4VM22Zs54w4SrbqQmYaqsFODg4KDwFN05jcUdnFnxfA0bNlR8JsZNKiv+CD4c/4W268GDB1i7di3nPs6fP4+WLYu8U6oZxwNaeuH3oc0hTU0uWkhRWm+KPB53QXOu+o+G4myjvWaoOaJa8WH//v14+/YtmrgqjmFhVirreJYkWkGXVmnRogWio6PRokUL7Q0ZVKlSBc2as9vv3LkTffv2LdqvAQPEQgEf3ZtULpbn3BDvHZPiJLfp27M2Ycq/shOtqql7Ctu1a4ekpCSMGjUKrq6uaqMiqlAC49UpVSUr/ghaVy26funKyteX2hWLrpezOtdFwyr6h3BoehBTXlM0XW8JBIJ5QWZ+4kBXLJJSmLZq1UpnxihTmDIFHY+nXv7n9u3buHXrFj777DO1fvgaZlqSf5zjnc/nw8fHB/fu3cPFixdZbSwtLeHr64sbSeq1TZXbaxORjRo1wr59+2jvjY2NDVA0EyMW91Ikj3h5eWnsgwv2PhU3FUOyr1VZ3qcRjtx6jTEBNXQ31orpY1RFIhFcXV3hJEvHqz/GojDrPbBuKL2+ZDGmpfH51HsX8PkAYzS1VatWnN+xsSmuxzSwjsKj1tRTfzGkL6rClCmSbIRy/D26DaIfvEUVJ3Uhvm7dOnTu3Fl3nG1OaqnYqoD7uxKLxXRCHPNhubgPA6rM6aqIie3TvIre28jlclSoUAFyIkwJhP8ExGPKQdOmTbWuZw5tK6cIU5Kbm8t6z7wYKmuSKlCPMW3QoAEGDhzIKTpYHlPGeqaXoE6dOgCAJ0+eqNlga2sLSYqinmrK9mmc22uDmcikKXb02LFjnMsNoSQe0y+ae+LPES1hZ6l/LKMhGHEkXyP5+fmQpiarzWqjly0qX60TX9FH96YeHI31Q/ZxKs3857fU1qmet6rVBQT3FcXNc+5GF3v/+qAs1G9IwhQAOFlbYHnLQuz+kjt2tdjw1IUp00OemakYbQmsUxE1K3KH92h7EHn951Tk3I0G7+quUjBWO8uWKWonjx07llUpRNNsU4biZGOBVf2aoG0N/YfdeTwefvrpJ2gS08qHXWNOMEAgqDJz5kz4+/tjyJAhrLJ7eXl56NatGwICAhAcHIw3bxQx2+vWrUPLli3RsmVL7Nu3z+j2LVmyhDXJj5Jjx47Bz88P7dq1Q3h4OO28mjp1Ktq3b4/evXvTSbEjRoxA69atcfXqVQDA0aNHsWtXya9DRJiqULduXZ3eKG3rraysWDdkZozY69dFUxLmv7hr0IVStVyUEuVJAxR5ZJnZvIDiwqy4cCvqqRa8vE+v01eYMm+kmmJH69UrygD2q625rA0nH+0oi9I25sL4IIVnd0jrqhrb9OvXD4DioYWJPjGmqvRxTMKuUa0xoIVhnm0ls2bNwsv14XjxazhnAoyqWlYTpslX8XLjl3h/dFWx9q+yM41rXF1d8fbtW87Zz3RhIVCvFVoaaBOmxbGTieT1Q7z/dwWQy53dX5pMnDgRt2/fxpo1a1jHqazjel1k7NJjfD6fM4a5du3adMUS4jE1DVu3bqVrNBvCb7/pN33s2rVrsXXrVoP7NyY3b97Ey5cvERsbCx8fH+zdu5ded+zYMTRo0ABnz55FeHg4Nm1SJIr++uuvOH/+PKKjo7Fo0aJStSc8PJz1PisrC7dv3+ZsGxwcjLi4OJw7dw6AIpTv6tWrePfuHWJiYtCvXz+sX78eqampEAqF2L9/P7Zt2waZTIa9e/eif//+JbaXCFMV9BlKvnLlitb1TO9i1apFoqNv3754uWEk3h1cjNyEGIMulExhykyU4RKmHz6wL9oikQiNGjXi/PEWR5iqlaZi8HLDSLw98CMqFXJMw6oHJRnKLz24hYmDVel6Yr8JrYOjk9ppLX7eqFEjJCUl0U+kSvTRTqrfrJ2lEG1qVCi28Prmm29ASQsgy3rPuV6XxxQACtNTOLOnDUaHMHd1dTVotijjoh5jagzb9P0tlwQej4cGDRpAKBSyrknGqoShCQdZOut927ZtOYXpr+vX0+el+ZwPnxbGFqbmyPnz5+nE0bCwMMTFxdHratasSeenpKWl0Ul51atXR15eHrKysox+H1y9ejUmTJjAuU553VZeT7y9vfH48WM6EdfX1xcxMTGwsLCAVCpFTk4ObGxssHnzZgwfPrxUkoSJMFWBs+aoCjNnctdzVMIUcUwROWXKFBRmvEHuA8VJqqlcFBfMofzBjELRVaoUxWIpL7yJiUVzawNFMwpxJXXpezNjekQqVqyI8LbeAIDhft6sdoUZb5D38ILBWboAuzSRSdHwu1rdvwnqudtjw+Bm3A0MhM/nob6Hg85hUE9PT7XwieJ4THXNOa4LLk+5ttqrehdG/wTQ5jHVlHRoKKUrTHX3xfyNF+d8LAmOjuyQnxo1auicAIHH4yEqKsqIVv13oCgK48ePh7+/P4KCghAbG4t27drBz88PixcvBgDMmzcPQ4YMQefOnREQEIC8vDw8fvwYbdu2RVBQEEaPHo0LFy7gxo0b+Oyzz7Bq1SpERkYiICAALVq0wJIlSwAohGvv3r3RrVs3tGjRAq9fv8b69evx4MEDBAYG4vTp02r2JScnw9/fH5999plZfqdpaWm048nBwYHlLKpVqxbu3buH+vXrY8OGDXRSY5cuXVC3bl00adIE33zzTYltSEpKQmBgIAIDA3H8+HH6dUZGBm7fvs2ZZK1k69atqFevHlJTU+Hq6op69eohOjoaFEUhKioKaWlpsLOzQ6NGjTB37lyEh4cjPj4ehYWFGDNmDOd3ZgiftDAtePUQ6ed20O+HDBmCWbNm6dxuwYIF2LZtm8b1hYVFs5c0bNiQfq36xG7IUL7qsNnhw4cxYMAAfPvtt/Ry5c3u2rVrrG2V055yCQtDxPGAAQPg6+uL4OBgzOlaD4cn+GG2htJOXMkQA1sphpDD6qsP87u5uWH+/Pl622JcuG+yNSvaIWKyP8IaGBimYCIq2rHF7IABA0rUn6rQDAkJwbp16+j3qk/KxhSmPA3JgOaKNmFavXr1UtlHWXhMmZhyKL8xhwh1d6+ktkz1l2xIpYlPmSNHjoDP5yM2NhZnzpzBsmXL8Pvvv+PcuXM4c+YMnj17BkAhsiIiItC6dWtERkYiOjoagwcPxpkzZ7B+/Xq0adMGTZo0wbFjxzB16lT4+fnh7NmzuHTpEvbt24e8PEXcu4ODA44cOYIRI0Zgz549GDt2LOrUqYPo6Gh06NBBzb6lS5dizpw5OHbsmM6JXEyBo6MjHTuekZHBGmXctm0b2rVrh7t372L+/PlYsGABMjMzsX79ejx69Aj379/HnDlzSvx79vLyQnR0NKKjoxEWFka//vnnnzFx4kSt24aHhyMhIQFeXl44cOAAGjZsSD+kPHnyBG5uinvg119/jZ07d2Lfvn2YMmUKtm/fjg0bNmD79u0lsr18Xd1Lmbf/fIeMuKJA3VmzZmmcDpKJSCSi57DnIjW1KDuWmeGvenMyaO5t5iWWx0O3bt2wc+dOjVn/ADBhwgQkJSXR4QSq+x8xYgTnj14TO3fuRHx8PMRiMQR8HhpVcdQ4hMd1o5rbrR62Dm+Bn/o10as9QTP6eKhUM7xLOpSpKjTd3NzU5oTX1l45JWRpzFvu6ORY4j6MjfVbRQxX5sU9auXAmN+F6rriwgzrKQvYQ/mlk5WvL1zXC2blkvyk2yh4/RDuDmVXQuu/REJCAgICAuj3KSkpdP6Fr68vHj9+DKAoUdjT0xNpaWno27cvnj59ikGDBnGKk/j4eISEhCAoKAjPnj3D27dvOfvRRWJiIj1hjTk+bLRt25b25J44cQJ+fn70Ooqi6OF7FxcXZGRkgM/nw8rKCpaWlrCxsYFEIinVB01mGF9iYiIWLlyIsLAwPHr0CD/++COrLXMaant7e/paNWPGDERHR6NevXro3r073SYlJQXp6enw8fGhvzt9vkNtkLE2BoaII31EparXUPVGbZDHVI+RMlXh0bNnT1YyEVOYVqtWjQ66NgZcHlOxUIDAOtyluMp6KLC8o2+YKP/DM8idvUtln6rnr6qgUvWYqp4Ds2bNQtOmTdGqVStcuHChRLZom7zBXHB6FIHHEX9A8uYJLC1/Za3TJ5nQUNzd3UulH31hhhcZc/IJLrgm+GDa82bXLAA8COZ2V29I0EndunURFRWFPn36AFDEbCckJMDHxwfXrl3DmDFjEBsby/reKYqCUCjE8uXLAQD169fH4MGDIRKJIJPJACiqOmzYsAHVq1eHr68vLb5U+1FdpkrNmjVx/fp1hISE4OrVq3qF4JUlTZo0QaVKleDv7w8vLy9MmzYNo0ePxsaNGzFw4ED069cPe/fuhUwmw6ZNm2Bra4tevXqhTZs2kMvlGD9+fImdNUlJSRg6dKja8pMnT9IOuObNm2P27NkAQNu3ZcsW7N69GxRFoXbt2vTEJoGBgRAIBGjUqBFWrFhB97dixQpMnz4dABAaGoqWLVti+PDhJbKdCFMGzCcFXVSuXBkuLi54/547EQRQBA0zKclQJ7u4OvcPVlWYqg7TM/dXoUIFvfddHGrXrm1Qe3PymJbtgGjx0F8IlN6n0fUdMb36fD5fzUaRSIRu3bqxSqcUlzIetS4WMqkEkjcKz5LqcCO7pnHJRF1UVBQWL16M9evXl6gfQzFGuSh9oTjOayu1Z2GKnhGPYBjdunXD8ePH0a5dO4hEIsybNw9ffvklKIpCly5d1O5tSg4fPkzHTHfq1Al8Ph+ff/45+vbti969e6N3797o2bMnGjZsqNMxU6dOHfTu3ZsOAWAyY8YMDBw4ECtWrDDbagtKga5k40bFlOUODg44fvy4WvsZM2ZgxowZpbZ/5VC+NphJtUr7xowZgzFjxqi11dQXU6SOGzcO48aNM9xYFYgw/UhISIhaSR5tCIVCJCcnw9fXV62WqRJDC85rg3XZ11OYqnq0mJ4Z1Szv0uLMmTOIiorCV199ZdB2Ze1xKe/or0uNp+Du3r3LXsAwqrQKrpdnmAJcVZjqEzKkL8HBwXQceVnC8pjyy/b75jqtmzjk42D8NeQ9vY4FCxZg1KhRZhl/WB7g8Xj49Ve2l5+ZWQ4okp+UMDO8lSXulEycOJEV06hauoj5vmvXrrSHTlucopeXF13OiPDfw2huqg8fPmDQoEGwt7eHo6MjRo4ciezsbK3tJ06ciDp16sDKygpeXl6YNGkSMjIyWO14PJ7a3+7du0tka3BwMCIjIw322llaWqJy5cr0e6XHYtmyZXB1ddXqwejcubNB+2KH8nGrEtUsO23C1FgEBgZi4cKFBie+mJPH1BxmftKFOQj5lBR2STCmScbOyC8HDlNWEqTq98Xj8RAaGoratWtzFrk2OXocYKbH1Bi1X7XBFX9naSHE23++R9aVA7Czs9Na1o5Qfli9ejWdUR4YGKgzcYdQ/jHa3WPQoEF4/fo1IiMjIZVKMXz4cHz11VfYuXMnZ/tXr17h1atXWLFiBerVq4fnz59jzJgxePXqFas4LQBs2bIFYWFh9PuS1vxas2ZNsbdlzlSkjKuYPn06pk2bplU8GHrRZPalqVfV7F5VYcoUf6tXrzZo/8amrG9s5Z2mno56teMZ0WOqeg7xytBjWtYZ6MWBKUy5OHHiBORyuXl6l/X4ObKFadk+WHLHmDLKV5nVgy6hJEyePBmTJ082tRmEMsQowjQhIQHHjx/HlStXaG/AL7/8gs6dO2PFihWccT8NGjRgTcNVo0YN/Pjjjxg8eDAKCwtZHhhHR0e6XEFpoMyQKw5MYcq0UZdHqyQXTp6GbXUlpyhLcwCKQGdzwqxuJGaskWNnBOFleh4aVNZ3uk3jCLiFCxfSQ25KmOc88ZhCZywtj8czT1GqJ+zkp7L9/XLFmDLPufJ8XAmETx2jXE0uXLgAR0dH1hBVSEgI+Hw+Ll26pHc/GRkZsLe3V7vJjR8/Hi4uLmjZsiU2b95cYu9JSeK9mMLUEHFVkqFYfROLVIVpbm4u/VrTfPemwhyGposwJ1vYeDpbo3V1AxLXjORZ5PL4M5OfjC5My4EyLY0kL5Oh11B+0fft6upqRGPUsbdUD0tinnPloWoDgUDgxih3j5SUFFb9TkBx0XB2dlaLS9PE+/fvsWDBArUkmvnz56NDhw6wtrbGyZMnMW7cOGRnZ2PSpEka+yooKGBl3CsL3yrh8XjFvokwMwJ1Dd2potynofu2sbbWaxuBQMBqV7NmTbV9l6ZdJUGf76As7TJkH6Y4XvoglUohehIDmWst5D68AKm0Y4n79Pf3R2xsLGd2PdOLpXruqdrF/F88qFI/3qX9PTKvByXp09Tnl6b9Mj+fra1tmdr3pZ8Xbiano2sjN3q/zDquyukSVTG33yiBQFDHIGH67bffYunSpVrbaMpQN4TMzEx06dIF9erVY2X+AexpK5s2bYqcnBwsX75cqzBdvHgxfvjhB43rT506Veyhn5cvX9KvIyIiDNouMjISAOj/ulF8XZevXEHWI+0uDR6Ph2PHjqktX7RoEZycnPSyVX+7SoLiM8lfJ+h9/Ixnl8IWmUxu0HeppGyOl2EI3z3Ei7VDIMtJR0REyQtRT5kyBePHj0d8fLzaug8fPgBCxbSnhYWFOo9h8Y6X4juSSKTF+o70obS+R2ayZ2nYaqrzS5PtUjmg/D5iYmLwsIynou9bEUDKG0RE3AQA1jlpYWHBebyYo0YEAsE8MUiYfvPNN2qlHlSpXr063Nzc6BkdlBQWFuLDhw86Y0OzsrIQFhYGOzs7HDhwQOeQTKtWrbBgwQIUFBRoHJ6eNWsWpk6dSr/PzMxkFZ7v2rVrsYeS8/Ly6LIahmTae3l5ITQ0FJGRkQgNDdVr6GnyhZMAgJYtWsC/lva42Dp16nDao4+NUqnUILtKQu/BbhBV8ERgYBOdthnbLuXxFQj4Bn2XZXm8DEEqleK7776DLEcxC4ehlSAMZdu9Q3j+sYiGjY2Nxv2V5HgpvyORSITOnUu3qHZpf4/MUkUlOfamOL8mnTtKv9Zke05+AXDpLADAv3171Kqo//TGxoA524xIJOI8XqqjZQQCwfwwSJi6urrqFUvUpk0bpKenIz4+np427PTp05DL5WjVqpXG7TIzM9GpUyeIxWIcPnxYrxp0N27cgJOTk9aYSbFYrHV9SWJMAwMD6T4MuWkIhUK6vUgkMmhbAWNbTdja2pb4JmaoXcVBlv0BsuwPsLBoqfe+jG4Xj1es/svieBkK84GrLG17+fKlzv2V5HhRMN7nKa3vcdGiRRg9ejR27dpVKv2Z6vzStE+xrGjoXKjHNcnYMHMNlPao2mRqGwkEgm6MEmNat25dhIWFYdSoUdiwYQOkUikmTJiA/v370xn5L1++RHBwMP7880+0bNkSmZmZ6NixI3Jzc7F9+3ZkZmbST7eurq4QCAQ4cuQI3rx5g9atW8PS0hKRkZFYtGgRpk2bZoyPoRdubm5ISkpSm2VJFw0bNjSSRQpKOi96WWPsZBmC8VFOO6j62hiUh+Sn4cOHY9CgQaVaTN+cMK+ERe11YwkEQvnBaGpgx44dmDBhAoKDg8Hn89G7d29WvVCpVIoHDx7QMT/Xrl2jM/aZSToA8PTpU3h7e0MkEmHdunX4+uuvQVEUatasiVWrVmHUqFHG+hh6wQwL0MWlS5cQFRWFMWPGFLuagEig+6Kra7o3c4OUdyn/FBpZjJZH/quiFADMrfQwSWwiEP4bGE2YOjs7ayymDyjmkWcKs8DAQJ1CLSwsjFVYvzzSsmVLtGzZEoDhF9LRAdXx+G02WlfTXC7oxx9/xMqVK7Fq1aoS2VnWmJfH1MzuuOUEmYFVKUpCeSiw/1+Hx+NBLKBQIOPBy9n0IzREmBII/w3MSQ0QdDDrs7o62/zvf//Dt99+a14F6/XAvIQpoTiUhcfUy9kaSR9yEVinou7GBKOzqLkMIR07wlJk+hGPJk2amNoEAoFQCpQv9VLKVK5cGWPGjDG1GaVOeRKlU6ZMgbOzM6tqAqF8UqEw1ej7+Gd0G3zXpS4W9TJujPYnj54eaSEfsLYwj4fKgIAA7NmzB9evXze1KQQCoQSYxxXFRNy9excODvpO7UgwBj/99BNWrFhhXjGmJHGiWLjmPce7yIMoeP3IaPtwc7DEl/7VjdY/oXzTp08fSKVSPH/+3NSmaCUiIqJUan4TDCMuLg5A+T3+5d3+p0+f6tXukxamJHPTPDArUUooNk2bNMG6tWtNbQaBYLYUFBRAIBCwJoohlC18Pr9cH//ybr9AIGDNxMnFJy1MCQRu/jsPLGX58BUeHo4vv/yyzPZHIJQ3xGIxZDIZtm/fjrp1decMEEqXiIgIzJkzp9we//Juf0JCAgYPHqy1rjxAhCmB8J+mLIWpQCBAtWrV9B6uIZgvfD4fpO6B8ahbty58fX1NbcYnh3L4u7we//Juv76UnywZAqGM+C/dkHv16gUA6Nu3b5nsT5/Z2gjmD5khiUAgmAriMSUQ/sM0btwYL1++hLu7e5nsT9cQDaGcwOPhv/WIRiAQygvEY0og/MdxdXUtsyF95QQY5W1KXAKb/06UNYFAKG8QjymBoAqp1lBs5s6di8qVK6Nz586mNoVAIBAI5RAiTAkEQqlhaWmJCRMmmNoMAoFAIJRTyFA+gaAG8ZgSCAQCgWAKiDAlEAgEAoFAIJgFRJgSCAQCgUAgEMwCIkwJBFVI8hPhE4f8BAgEgqkgwpRAIBAIBAKBYBYQYUogEAgEAoFAMAuIMCUQ1CDjmAQCgaDKlClTkJeXV6p9bt26FWvXrtW4Pjw8HHfu3CnVfRqDXbt2wdXVFQDQu3dvBAQEoFWrVoiJieFs//z5c4jFYvqzFRQUYPTo0ejQoQO6d+9uNDvz8vLQrVs3BAQEIDg4GG/evGGtl8lkGDFiBPz9/TFlyhR6+dSpU9G+fXv07t0bWVlZAIARI0agdevWuHr1KgDg6NGj2LVrV4ltJMKUQCAQCASCTn7++WdYWVmZ2gyzQyaTYc+ePfD09ASgEKlnz57F33//jfnz53Nus2zZMvj5+dHvf/nlF3Tu3BmnT5/GoUOHStW+8PBw+vWxY8fQoEEDnD17FuHh4di0aROr7b///gsPDw/ExsYiJycHFy5cwNWrV/Hu3TvExMSgX79+WL9+PVJTUyEUCrF//35s27YNMpkMe/fuRf/+/UtsLxGmBAKBQCB8wkRHRyMsLAw9e/ZE48aNcefOHezevRutWrVC69atceLECQBAYGAgsrOzcejQIbRs2RJBQUFYv349AIXn09/fH23btsXp06c59xMZGYmAgAC0aNECS5YsUVvv4+ODAQMGoHnz5ti5cye9fO3atQgNDUWPHj1AURTevHmDoKAg+Pv7o0+fPpDJZEY4Kvqza9cufPHFF+DzFZLKwsICAJCVlYUGDRqotX/69Cl4PB68vLzoZcePH8e5c+cQGBiIjRs3Gs3WmjVrIicnBwCQlpYGFxcX1vrz58+jY8eOABRTTMfFxeHx48do0qQJAMDX1xcxMTGwsLCAVCpFTk4ObGxssHnzZgwfPrxUpr8mwpRAUMHG1tbUJhAIJoVHwlk+OaRSKQ4cOIAlS5Zg06ZNWLx4Mc6ePYuTJ09i9uzZrLZ79+7F1q1bcebMGYwePRqpqanYvXs3YmJiEBkZqdFL6Ofnh7Nnz+LSpUvYt2+fWljAixcvsG7dOsTFxWHZsmW04Gzbti0iIyMhFotx+/ZtODk5ITIyErGxsahcubJGIVwWyGQy/PPPP+jXrx9refv27REaGso5PfPSpUsxbdo01rLk5GS0bNkSUVFR2LlzJ168eFEiu5KSkhAYGIjAwEAcP36cfl21alXcu3cP9evXx4YNGzBw4EDWdmlpabC3twcAODg44MOHD6hXrx6io6NBURSioqKQlpYGOzs7NGrUCHPnzkV4eDji4+NRWFiIMWPGlPj7IMKUQFChYsWKpjaBQCAQyhSlR8zT0xPp6enw8vKCpaUl7O3tIRKJUFhYSLedM2cOfv75ZwwZMgSXL1/G48ePcffuXQQFBaFLly549+4d5z7i4+MREhKCoKAgPHv2DG/fvmWtr1atGpydnSEWi+Hp6Yn3798DAJo2bUrblpaWhtTUVPTp0wcBAQGIiIjAq1evjHBE9GP79u3o27cv7S1VEhMTg8uXL2PmzJms5Y8fPwYAeHt7s5Y7OjqiQ4cOEAqFaNu2LR48eFAiu7y8vBAdHU17w5Wvd+3ahXbt2uHu3buYP38+FixYoGZHZmYmACAjIwPOzs5o2LAh/P39ERQUhCdPnsDNzQ0A8PXXX2Pnzp3Yt28fpkyZgu3bt2PDhg3Yvn17iWwnwpRAUKE0hiIIBAKhPMG87hUWFuL58+fIz89HZmYmJBIJhEIhvd7T0xO//fYbli5div/973+oXr06GjVqhDNnziA6Oho3btzg3MeyZcuwYcMGnDlzBpUrVwZFUaz1z549Q1paGgoKCpCcnEwPMzNtoygKO3fuRNeuXXH27FmEhYWp9VOW3Lt3D3/++SfCwsLw6NEjTJw4EVKpFABga2sLW5URuJs3b+Lu3bsICwtDZGQkxowZg/z8fPj5+dHH7ebNm6hWrVqp2bh161b6NUVR9HF1cXFBRkYGq23btm0RFRUFADhx4gQdBztjxgxER0ejXr16rOSslJQUpKenw8fHB2lpaQBA/y8uQt1NCIRPAxdbMd5nFyCoDvGYEj5tyLPZp41AIMC3336L9u3bg8/nY+HChaz1P/zwAy5cuACJRIKJEyfCxcUF/fv3R0BAAAQCARo2bIg1a9ao9du7d2/07NkTDRs2hJ2dndp6T09PTJo0CQkJCZg2bRoEAgGnfcHBwRgyZAiOHDli8mSspUuX0q+bN2+O5cuXIzQ0FIBimH/RokUAFOKwTp066NWrF3r16gVAkZQ0bdo0WFpaYubMmQgPD8f333+P0NBQVK9evUR2JSUlYejQoWrLDx06hH79+mHv3r2QyWR08tPo0aOxceNGdO3aFQcPHoS/vz+aNm2KNm3aAFDEFwsEAjRq1AgrVqyg+1uxYgWmT58OAAgNDUXLli0xfPjwEtkO6hMkIyODAkBlZGSY1A6JREIdPHiQkkgkJrVDlU/VrtfpedTuy8+pPEmhWdlVXIhdhkHsKsLnu2NU1Zn/UlVn/mtWdumDNrtMfe2Pj4+nAFDx8fEm2b+506xZM6P2v3379nJ9/Mu7/fqe/8RjSiB8xM3BEv1aeOluSCAQCAStrF69GgcOHKDfN2zYEL/88osJLSKUF4wWY/rhwwcMGjQI9vb2cHR0xMiRI5Gdna11m8DAQPB4PNbfmDFjWG2SkpLQpUsXWFtbo2LFipg+fTorKJtAIBAIJYMM5RNKyuTJk+mEm+joaL1EqbJQO+HTxmge00GDBuH169eIjIyEVCrF8OHD8dVXX7Fqk3ExatQoVqkJa2tr+rVMJkOXLl3g5uaG8+fP4/Xr1xg6dChEIhEdx0EgEAgEAoFAKJ8YRZgmJCTg+PHjuHLlCpo3bw6gaFaDFStWwMPDQ+O21tbWdCkCVU6ePIl79+4hKioKlSpVQpMmTbBgwQLMnDkT8+bNo4vaEggEAoFAIBDKH0YRphcuXICjoyMtSgEgJCQEfD4fly5dQs+ePTVuu2PHDmzfvh1ubm7o1q0b5syZQ3tNL1y4gIYNG6JSpUp0+06dOmHs2LG4e/cuXetMlYKCAhQUFNDvlTW6pFIpXdbBFCj3bUobuCB2GQaxyzCIXYZhars07dfUdmlCm13mZiuBQFDHKMI0JSVFrUi5UCiEs7MzUlJSNG43cOBAVK1aFR4eHrh16xZmzpyJBw8eYP/+/XS/TFEKgH6vrd/Fixfjhx9+UFt+8uRJVqiAqYiMjDS1CZwQuwyD2GUYxC7DKEu7CgsFwMfZnyIiIrS2LU/HKzc31wSWEAgEQzBImH777besml1cJCQkFNuYr776in7dsGFDuLu7Izg4GI8fP0aNGjWK3e+sWbMwdepU+n1mZiY8PT3RsWNHeuotUyCVShEZGYnQ0FCIRCKT2aEKscswiF2GQewyDFPYNSv+FCQSxXSQXFMqmsoufdBml3K0jEAgmC8GCdNvvvkG4eHhWttUr14dbm5ualONFRYW4sOHDxrjR7lo1aoVACAxMRE1atSAm5sbLl++zGrz5s0bANDar1gshlgsVlsuEonM4oJqLnaoQuwyDGKXYRC7DMNUdunaZ3k6XuZoJ4FAYGOQMHV1dYWrq6vOdm3atEF6ejri4+PRrFkzAMDp06chl8tpsakPyum53N3d6X5//PFHvH37lg4ViIyMhL29PerVq2fIRyEQCASCBvq38MLmuKdoU72CqU0hEAifGEapY1q3bl2EhYVh1KhRuHz5MuLi4jBhwgT079+fzsh/+fIlfHx8aA/o48ePsWDBAsTHx+PZs2c4fPgwhg4divbt26NRo0YAgI4dO6JevXoYMmQIbt68iRMnTuC7777D+PHjOT2iBAKBQDCcmZ/VwaZhzfH7sOa6GxMIBEIpYrQC+zt27ICPjw+Cg4PRuXNntGvXDr/99hu9XiqV4sGDB3QwuoWFBaKiotCxY0f4+Pjgm2++Qe/evXHkyBF6G4FAgH///RcCgQBt2rTB4MGDMXToUFbdUwKBQCCUDLFQgOC6lWArJpMDEgiEssVoVx1nZ2etxfS9vb1BURT93tPTE2fPntXZb9WqVXVmiRIIBAKBQCAQyh9G85gSCAQCgUAgEAiGQIQpgUAgEAgEAsEs+CQDiJQhBKauaSeVSpGbm4vMzEyzKmNC7DIMYpdhELsMg9hlGNrsUl7zmWFkpqAk9b4Jxefp06cAyu/xL+/262s3jzL1L9QEvHjxAp6enqY2g0AgEAgmIDk5GVWqVCnz/SYlJaFu3bpkBioTIhAIIJPJTG1GsSnv9ltbWyMhIQFeXl4a23ySwlQul+PVq1ews7MDj8czmR3KGaiSk5NNOgOVKsQuwyB2GQaxyzCIXYahzS6KopCVlQUPDw/w+aaJZEtKSsL79+9Nsm8CUFBQUK7LS5Z3+11cXLSKUuATHcrn8/kmeVrWhL29vVld2JUQuwyD2GUYxC7DIHYZhia7HBwcTGBNEV5eXjpvzATCpwxJfiIQCAQCgUAgmAVEmBIIBAKBQCAQzAIiTE2IWCzG3LlzzS5ehNhlGMQuwyB2GQaxyzDM1S4CgaAfn2TyE4FAIBAIBALB/CAeUwKBQCAQCASCWUCEKYFAIBAIBALBLCDClEAgEAgEAoFgFhBhSiAQCAQCgUAwC4gwJRAIBAKBQCCYBUSYEggEAoFAIBDMAiJMCQQCgUAgEAhmARGmnzjPnj0Dj8fDjRs3TG0KgUAgEAiETxwiTAkEAsEMCA8PB4/HA4/Hw8GDB01tzn8G5TF1dHQ0tSkEAkEPiDAt50gkElObwIm52kUwL969e4exY8fCy8sLYrEYbm5u6NSpE+Li4ug2n5JQCwsLw+vXr/HZZ5/Ry3g8Hp49ewagaIRD+efs7IyAgADExsay+pk3bx6aNGmi1r/qCInyvSHMmzcP4eHh9HumoGb+hYWFQSKRwMXFBUuWLOHsa8GCBahUqRKkUin279+P0NBQuLq6wt7eHm3atMGJEyc02rFkyRLweDxMmTKFtdzb2xvR0dH0+9evX+Pnn3826DMSuCG/V0JZQIRpOSMwMBATJkzAlClT4OLigk6dOuHOnTv47LPPYGtri0qVKmHIkCF4//49vY1cLseyZctQs2ZNiMVieHl54ccff2T1++TJEwQFBcHa2hqNGzfGhQsX6HWpqakYMGAAKleuDGtrazRs2BC7du3SaRcAHD58GLVq1YKlpSWCgoKwbds28Hg8pKen09ueO3cO/v7+sLKygqenJyZNmoScnBwjHD2CudG7d29cv34d27Ztw8OHD3H48GEEBgYiNTXVoH7+Kw9Cypu9rnneo6Ki8Pr1a8TExMDDwwNdu3bFmzdvyshKdZSCmvm3a9cuWFhYYPDgwdiyZYvaNhRFYevWrRg6dChEIhFiYmIQGhqKiIgIxMfHIygoCN26dcP169fVtr1y5Qo2btyIRo0a6bTNzc0NDg4OpfI5P3VK6/dqLP4r14FPHopAURRFyeVyKqdAWuZ/crncIDsDAgIoW1tbavr06dT9+/epixcvUq6urtSsWbOohIQE6tq1a1RoaCgVFBREbzNjxgzKycmJ2rp1K5WYmEjFxsZSv//+O0VRFPX06VMKAOXj40P9+++/1IMHD6g+ffpQVatWpaRSKUVRFPXixQtq+fLl1PXr16nHjx9Ta9asoQQCAXXp0iWNdt2/f5968uQJJRKJqGnTplH379+ndu3aRVWuXJkCQKWlpVEURVGJiYmUjY0N9dNPP1EPHz6k4uLiqKZNm1Lh4eEl/EYJ5k5aWhoFgIqOjtbYpmrVqhQA+q9q1aoURVHU3LlzqcaNG1O///475e3tTfF4PLrPkSNHUi4uLpSdnR0VFBRE3bhxg+7vxo0bVGBgIGVra0vZ2dlRvr6+1JUrVyiKoqhnz55RXbt2pRwdHSlra2uqXr161NGjR+ltb9++TYWFhVE2NjZUxYoVqcGDB1Pv3r2j1+/Zs4dq0KABZWlpSTk7O1PBwcFUdna23sdj2LBhVPfu3dWWA6CePn1KUVTR7/X69ev0+lu3blEAqEOHDtHLlMdHFdXtle8NYe7cudSwYcN02q1qX2xsLGv5mTNnKABUQkKCxm3r1atH/fDDD6xlWVlZVK1atajIyEgqICCAmjx5Mmt91apVqTNnzrCWbdmyhXJwcND2sQg6KMnvlaIo6uDBg1TTpk0psVhMVatWjZo3bx59j6EoxXn+66+/UmFhYZSlpSVVrVo1as+ePVptCggIoMaPH09NnjyZqlChAhUYGEhRVMl+q8rzed68efR1ZPTo0VRBQQG9fX5+PjVx4kTK1dWVEovFlJ+fH3X58mV6vfLcjoqKopo1a0ZZWVlRbdq0oe7fv0+30XYtoiiKio2Npdq1a0dZWlpSVapUoSZOnGjQ9aQ8IyxjHWy25EllqPe95mEjY3FvfidYWxj2NdSqVQvLli0DACxcuBBNmzbFokWL6PWbN2+Gp6cnHj58CHd3d6xevRpr167FsGHDAAA1atRAu3btWH1OmzYNXbp0AQD88MMPqF+/PhITE+Hj44PKlStj2rRpdNuJEyfixIkT+Oeff9CyZUtOuwDg22+/RZ06dbB8+XIAQJ06dXDnzh2Wt3bx4sUYNGgQPRxXq1YtrFmzBgEBAVi/fj0sLS0NOjaE8oOtrS1sbW1x8OBBtG7dmtNLeOXKFVSsWBFbtmxBWFgYBAIBvS4xMRH79u3D/v376eVffPEFrKyscOzYMTg4OGDjxo0IDg7Gw4cP4ezsjEGDBqFp06ZYv349BAIBbty4AZFIBAAYP348JBIJYmJiYGNjg3v37sHW1hYAkJ6ejg4dOuDLL7/ETz/9hLy8PMycORN9+/bF6dOn8fr1awwYMADLli1Dz549kZWVhdjYWFAUBQCIjo5GUFAQnj59Cm9v71I7hnl5efjzzz8BABYWFqXWb2nSsGFDtGjRAps3b2Zdd7Zs2YK2bdvCx8eHczu5XI6srCw4Ozuzlo8fPx5dunRBSEgIFi5caFTbCUWU5PcaGxuLoUOHYs2aNfD398fjx4/x1VdfAQDmzp1Lbz9nzhwsWbIEq1evxl9//YX+/fvj9u3bqFu3rka7tm3bhrFjx9LhBCX9rQLAqVOnYGlpiejoaDx79gzDhw9HhQoV6HvXjBkzsG/fPmzbtg1Vq1bFsmXL0KlTJyQmJrLO19mzZ2PlypVwdXXFmDFjMGLECNpObdeix48fIywsDAsXLsTmzZvx7t07TJgwARMmTOAcffjPYWplbC7kFEipqjP/LfO/nAKpbuMYBAQEUF9++SX9vk+fPpRIJKJsbGxYfwCoiIgI6tKlSxQA6smTJ5z9KT0mzKe9Dx8+UACos2fPUhRFUYWFhdT8+fOpBg0aUE5OTpSNjQ0lFAqpL774QqNdFEVRPXr0oIYPH85adujQIZbHtHnz5pSFhQXLdmtrawoAde/ePYOODaH8sXfvXsrJyYmytLSk2rZtS82aNYu6efMmqw0A6sCBA6xlc+fOpUQiEfX27Vt6WWxsLGVvb0/l5+ez2taoUYPauHEjRVEUZWdnR23dupXTloYNG1Lz5s3jXLdgwQKqY8eOrGXJyckUAOrBgwdUfHw8BYB69uwZ5/aXLl2i6tSpQ7148YJzPUXp9jxSVNHv1crKirKxsaF4PB4FgGrWrBklkUjodnPnzqX4fL7adUH522J6XEvKsGHDKIFAoLavH3/8kW6zYcMGytbWlsrKyqIoiqIyMzMpa2tr6o8//tDY79KlSyknJyfqzZs39LJdu3ZRDRo0oPLy8iiKojg9plwQj2npUNzfa3BwMLVo0SLWsr/++otyd3dnbTdmzBhWm1atWlFjx47VaE9AQADVtGlT1rKS/laHDRtGOTs7Uzk5OfSy9evXU7a2tpRMJqOys7MpkUhE7dixg14vkUgoDw8PatmyZRRFsT2mSo4ePUoBoM9dbdeikSNHUl999RVrWWxsLMXn8+nt/8sQj+lHrEQC3JvfyST7NRQbGxv6dXZ2Nrp164alS5eqtXN3d8eTJ0/06lP5pAaAToaQy+UAgOXLl2P16tX4+eef0bBhQ9jY2GDKlClq8TxMu/QlOzsbo0ePxqRJk9TWeXl5GdwfoXzRu3dvdOnSBbGxsbh48SKOHTuGZcuW4Y8//mAl2HBRtWpVuLq60u9v3ryJ7OxsVKhQgdUuLy8Pjx8/BgBMnToVX375Jf766y+EhITgiy++QI0aNQAAkyZNwtixY3Hy5EmEhISgd+/edAzjzZs3cebMGdqDyuTx48fo2LEjgoOD0bBhQ3Tq1AkdO3ZEnz594OTkBABo2bIl7t+/X+zjpMrff/8NHx8f3LlzBzNmzMDWrVtZv2FAMUJx+PBh1rKXL18iMDCw1OxQEhQUhPXr17OWMT1HAwYMwNdff41//vkHI0aMwN9//w0+n49+/fpx9rdz50788MMPOHToECpWrAgASE5OxuTJkxEZGUlGUkxEcX+vN2/eRFxcHGu0TCaTIT8/H7m5ubC2tgYAtGnThrVdmzZtdJYybNasmdq+SvJbBYDGjRvTNintyM7ORnJyMjIyMiCVSuHn50evF4lEaNmyJRISElj7Y8ZAu7u7AwDevn0LLy8vrdeimzdv4tatW9ixYwe9PUVRkMvlePr0qVYP8n8BIkw/wuPxDB5SNwd8fX2xb98+eHt7QyhUt79WrVqwsrLCqVOn8OWXXxZrH3FxcejevTsGDx4MQCFYHz58iHr16mndrk6dOoiIiGAtu3Llipr99+7dQ82aNYtlG6H8Y2lpidDQUISGhmLOnDn48ssvMXfuXJ3CVPVBKDs7G+7u7qyMbCXKUkHz5s3DwIEDcfToURw7dgxz587F7v+zd95hVlR3H//OLdt3WdiFpS0svYh0QbCBgugmvlFjYoxRQ9QkKkZD8kaJETQaMbFEY1RejSXGWKLRmMQVWFEUBKSu0nuHbbTtt877x9wzc+bMmXLv3r337u75PA8Pe6eeOVPO7/zqW2/hqquuwi233IJZs2bhww8/xNKlS7Fw4UI88cQTuPPOO20ngG63G+Xl5Vi1ahWWLl2KZ555Bvfddx++/PJLDBgwINauMaW4uBhDhgzBkCFDEAwGcdVVV2HLli0682paWprhveJ9I+JBdna25Tucl5eHa665Bq+88gp+9KMf4ZVXXsF3v/tdrvDw1ltv4ZZbbsE777yDGTNmqMs3bNiA6upqjB8/Xl0WCoXw+eef489//jN8Pp/O1UPQNsTyvjY0NODBBx/E1VdfzT1ea+B9B1LlXbVS+Fh9izq7wkZE5bdz7rjjDpw8eRLXXXcd1q1bh71792LJkiWYPXs2QqEQMjIycM899+BXv/oVXnvtNezduxdr1qzBSy+95PgcQ4YMUV/k7du34yc/+YmjCOCf/OQn2LFjB+655x7s2rUL//jHP/Dqq68C0F7Se+65B6tWrcKcOXNQUVGB3bt344MPPsCcOXNi6g9B+2fkyJG6rAxerxehUMh2v/Hjx6OyshIejweDBw/W/SssLFS3Gzp0KH7+859j6dKluPrqq3U+W8XFxfjpT3+K9957D7/4xS/w4osvqsfeunUrSkpKDMcmA6MkSTjvvPPw4IMPYtOmTUhLS8P7778fr24x5ZprroHH48Fzzz3X5udqDTfffDNWrlyJ//73v1i1ahVuvvlmwzZvvvkmZs+ejTfffFP1eSdccskl2Lx5MyoqKtR/EydOxPXXX4+KigohlCYJJ+/r+PHjsXPnTsO7M3jwYLhcmhiyZs0a3X5r1qyJWjsYj3f1q6++QnNzs64dOTk5KC4uxqBBg5CWlqZLkRUIBLBu3TpbZQ2L2beIVtiw/1LVlzyeCMG0ndO7d2988cUXCIVCuPTSS3H22Wfj7rvvRn5+vvrC33///fjFL36B+fPnY8SIEbj22mtRXV3t+By/+c1vMH78eMyaNQvTpk1Dz549ceWVV9ruN2DAALz77rt47733MHr0aDz//PO47777AEDV7IwePRqfffYZdu3ahQsuuADjxo3D/Pnz0bt37+g7Q9CuOHHiBC6++GK8/vrr+Prrr7F//3688847+MMf/oBvfetb6nYlJSVYtmwZKisrcerUKdPjzZgxA1OmTMGVV16JpUuX4sCBA1i1ahXuu+8+rF+/Hs3NzZgzZw6WL1+OgwcP4osvvsC6devUge/uu+/GkiVLsH//fmzcuBGffvqpus5uAvjll1/ikUcewfr163Ho0CG89957qKmpUfdfu3Ythg8fjqNHj8a9HyVJws9+9jM8+uijaGpqivvxneDz+VBZWan7R6esA4ALL7wQgwcPxo033ojhw4dj6tSpuvVvvPEGbrzxRjzxxBOYPHmyepwzZ84AAHJzczFq1Cjdv+zsbBQUFGDUqFEJu9bOSmve1/nz5+O1117Dgw8+iK1bt2L79u1466238Jvf/EZ3jnfeeQcvv/wydu3ahQULFmDt2rVRKyla+64CStqpm2++Gdu2bUNZWRkWLFiAOXPmwOVyITs7G7fddhv+93//F4sXL8a2bdtw6623oqmpiTvZ4mH3Ler0CptkO7kKOhcPP/yw3Ldv32Q3Q5ACtLS0yPfee688fvx4uUuXLnJWVpY8bNgw+Te/+Y3c1NSkbvfvf/9bHjx4sOzxeAzpoljq6urkO++8U+7du7fs9Xrl4uJi+frrr5cPHTok+3w++Xvf+55cXFwsp6Wlyb1795bnzJmjBhPMmTNHHjRokJyeni53795dvuGGG+Ta2lr12Lt27ZKvuuoqOT8/X87MzJSHDx8u33333XI4HJa3bdsmz5o1S00fM3ToUPmZZ55R9yXBECTtE49ogp/Y4KXGxka5a9eu8u9//3vL/jHbnwaA/Morr1i2g203qBRB5N+wYcMM2z7yyCMyADVIhOaiiy7iHodOTcXbRwQ/JYbWvK+yLMuLFy+Wp06dKmdmZsp5eXnypEmT5BdeeEFdD0B+9tln5ZkzZ8rp6elySUmJ/Pbbb1u2yez+t+ZdJe/h/Pnz5YKCAjknJ0e+9dZbdUGVzc3N8p133ikXFhZaposiQb6yLMubNm1SvwF23yJZluW1a9fKM2fOlHNycuTs7Gx59OjRuoDCjowky1SOBIEgzjz33HM455xzUFBQgC+++AJ33nkn5syZI9K8CAQMP/zhD3H69OmkVs3Zv38/hg4dim3btmHIkCFJa0e8efXVV3H33XfrCnsIUgtJkvD+++87ssa1JanwHnZ22l+0j6BdsXv3bjz88MM4efIk+vXrh1/84heYN29espslEKQk//3vf5GTk4O33noL3/zmNxN+/rKyMvz4xz/uUEJpTk4OgsGgiOQXCNoJQmMqEAgEKUB1dTXq6uoAKNHDsaRfExjZs2cPAMDtdrdJhgRBfBAaUwFBCKYCgUAgEAgEgpRAROULBAKBQCAQCFICIZgKBAKBQCAQCFICIZgKBAKBQCAQCFKCThmVHw6HcezYMeTm5qoViAQCgUDQsZFlGfX19ejdu7eu4lCiEGOPoDPj9P3rlILpsWPHUFxcnOxmCAQCgSAJHD58GH379k34ecXYIxDYv3+dUjDNzc0FoHROXl5e0toRCASwdOlSXHrppfB6vUlrB4toV3SIdmmMWrBE/XvLg7NSpl1OEO2KjvbYrrq6OhQXF6tjQKIh592/fz+6deuWlDa0Fan6PMSLjnx9ibo2p+9fpxRMiQklLy8v6YJpVlYW8vLyUupBF+2KDtEuDVd6lvq32bsl+is6RLuiw0m7kmVGJ+fNzc1N6tjTFqTq8xAvOvL1Jfra7N4/EfwkEAgEAoFAIEgJhGAqEAgEAoFAIEgJhGAqEAgEAoFAIEgJhGAqEAjizoheHct/TiAQCASJQQimAoEg7oTDcrKbIBAIBIJ2iBBMBQJB3AmEw8lugkAgEAjaIZ0yXZRAIGhbQkJjKhAIBClFOCzDHwrDHwojEFT+9wfDaGrx41gjsPVYHVxuN4JhGSHqXzAsIxz5PxQOIxQGguEwwrKMYCiynRzZNiQjLCv/QmEgLMuQZRlhGWhqqHfUTiGYCgSCuBMMCcFUIBAInBIKy2hoCaKuJYAzzQHUtwTR4AuiyR9ESyCEJr/yr5n8Hwih2R+k/g7BF1QEzUAorPwdUv72R5YHLRUGHuDrNW16jWFfk6PthGAqEAjiTlCY8gUCQSfFHwzjVJMftQ0+nGjw40Sj8n9tgx8nGnw41RRAXUsAdREBtK45gHpfMOHt9LolpLld8LpdCAX9yMrIgMftgssFeFwuuF0S3JIEt0uCxy3BJUnwuJTf5J9H97cLLpcEtwS4XMr2LglwSRIkSUKguQFPOGiXEEwFAkHcEaZ8gUDQEQmGwqisb8LR0804fqYZx0634PiZZhw/3YJjZ5S/TzcFYj5+hteFvAwv8jK9yE73IMvrRmaa8i/L60ZWmhuZaR7l/8i6rMi/dI8baR5F0EzzuJDmdiHNIyHNTZZLynKPC96IEAkolZ/KyspQWnpRm5ckFYKpQCBICkIwFQgE7RVZllFV58Oe6gbsP9GIA7WN2Ftdj22H3Pjl2mUIOHBVcrskdMtOQ0F2Ggpz0lGQk4Zukb+7ZqWhS6YXeZke5GV4kZvhQV6m8n+6x52AK0xthGAqEAjiDjFV5WV0rJrSgo7Fs88+i8ceewyVlZUYM2YMnnnmGUyaNMl2v7feegvXXXcdvvWtb+Ff//pX2zdU0Gb4g2HsrKzH9so6bD9ehx3H67Gjsg6nuFpPCYCMNI8LffIz0atLBnp1yUTvfOX/XvkZ6N0lE0V56cjL8KoaSUF0JF0w/fzzz/HYY49hw4YNOH78ON5//31ceeWVptu/9957eP7551FRUQGfz4ezzjoLDzzwAGbNmpW4RgsEAltGP7AUa399CXrkZSS7KQKBgbfffhtz587FokWLMHnyZDz11FOYNWsWdu7ciR49epjud+DAAfzyl7/EBRdckMDWCuLFsdPN2HToNDYdOoWNh05hy7E6+INGn3iXBJQUZGNAYTZKCrPRr2sGqvZuwbWXT0NxQa4QOtuQpAumjY2NGDNmDH70ox/h6quvtt3+888/x8yZM/HII48gPz8fr7zyCq644gp8+eWXGDduXAJaLBAInDLzj5/jqwWXJrsZAoGBJ598Erfeeitmz54NAFi0aBE+/PBDvPzyy7j33nu5+4RCIVx//fV48MEHsWLFCpw+fTqBLRbEQk29D6v21uKLPbX4Ys8JHD3dbNgmP8uLkb3yMLxnHob3ysXIXnkY3CMHGV7NrB4IBFBWuxm98zOFUNrGJF0wvfzyy3H55Zc73v6pp57S/X7kkUfwwQcf4D//+Y8QTAWCFONMc+xBAAJBW+H3+7FhwwbMmzdPXeZyuTBjxgysXr3adL/f/va36NGjB26++WasWLEiEU0VREk4LGPT4dNYuq0Sn+2swY5Kfe5Mt0vC8J65GN+vK8b1y8e4fl1RUpAFSRLCZqqQdMG0tYTDYdTX16Nbt26m2/h8Pvh8PvV3XV0dAGUGFAgkb+Ak505mG3iIdkWHaJezdrC/k90uFtGu6GiP7SLLTpw4gVAohKKiIt36oqIi7Nixg3vclStX4qWXXkJFRYXjtqTq2NMWJPN5CIbCWLXvJJZuq8ayHdWobfDr1o/omYupg7rhvEEFGN8vH9npetEnGLRP1ZSqz3s8SNS1OT1+uxdMH3/8cTQ0NOC73/2u6TYLFy7Egw8+aFi+dOlSZGVltWXzHFFeXp7sJnAR7YoO0S6A90kpKyvjbin6KzpEu6KD166mJmcJvlnq6+txww034MUXX0RhYaHj/czGnk8//TQlxp62IFHPgywDR5uAtTUubKiV0BDQNJ4ZbhlndZUxqquMoV1k5HhPAeFTqN+9F5/tbt15U/V5jwdtfW1O3z9JluWUyesiSZJt8BPNG2+8gVtvvRUffPABZsyYYbodb9ZaXFyM2tpa5OXltbbZMRMIBFBeXo6ZM2e2ae6waBHtig7RLo0h9y81LNv9kN7HVPRXdIh2RYdVu+rq6lBYWIiamhr07NkT7777rm68uemmm3D69Gl88MEHuv0qKiowbtw4uN2az2E4UkTC5XJh586dGDRokKEtZmPP8ePHUVBQEI/LTRkS9TzUtwTxfsUxvL3uCHZVN6jLu2V7MWtkEWaO7IHJJd2Q5nHF9byp+rzHg0RdG3n/zpw5Yyl7tVuN6VtvvYVbbrkF77zzjqVQCgDp6elIT083LPd6vSnxgKVKO1hEu6JDtMv8/GbLRX85R7QrOnjtIr/T0tIwYcIELFu2TBVMw+Ewli1bhjlz5hiONXz4cGzevFm37De/+Q3q6+vx9NNPo7i4mNuGVB972oK2urY91fV4bfVB/HPDETT6QwCANI8LM0cW4dvj++CCId3hdcdXGOUh7l3rju+EdimYvvnmm/jRj36Et956C9/4xjeS3RyBQCAQtDPmzp2Lm266CRMnTsSkSZPw1FNPobGxUY3Sv/HGG9GnTx8sXLgQGRkZGDVqlG7//Px8ADAsF8SXisOn8edPduPj7dXqssE9cnDjlP741tg+6JLZMYXEzkzSBdOGhgbs2bNH/b1//35UVFSgW7du6NevH+bNm4ejR4/itddeA6CY72+66SY8/fTTmDx5MiorKwEAmZmZ6NKlS1KuQSAQCATti2uvvRY1NTWYP38+KisrMXbsWCxevFgNiDp06BBcrrbXwAn4rD9wEk8v240Vu2sBAJIEzBhRhB9OLcHUQQUiir4Dk3TBdP369Zg+fbr6e+7cuQAUX59XX30Vx48fx6FDh9T1L7zwAoLBIO644w7ccccd6nKyvUAgEAgETpgzZw7XdA8Ay5cvt9xXjDdtw57qBjz60XZVQ+p2SbhybB/cMX0QBnbPSXLrBIkg6YLptGnTYBV/xb78dh8LgUAgEAgE7YsTDT489fFuvLH2EEJhGW6XhO9M6Ivbpw1Gv4KOmcFAwCfpgqlAIBAIBILOiSzLeGf9EfyubLtakGPGiCLce/lwDO4hNKSdESGYCgQCgUAgSDh7axrw6/c248v9JwEAI3rl4f5vjsDUQc5zxQo6HkIwFQgEAoFAkDDCYRmvrjqARxfvgD8YRqbXjZ/PHIIfnTcAngSkfBKkNkIwFQg6KIFQGBUnJExu8KFnV5FSRSAQJJ/quhb88t2v8fmuGgDAhUO743dXjkJxN+FHKlAQUxOBoIPywooDeGWXG9/+vy+T3RSBQCDAZ7tqcNnTK/D5rhqke1x46Ftn4a+zzxFCqUCH0JgKBBF2VNahuGsWstM7xmtRvr0KAHD0dEuSWyIQCDozsizjueV78fjSnZBlYGSvPDz9vbEYUpSb7KYJUhChMRUIAKzYXYPLnlqBb/xpRbKbEjfcVALqqrrECKcF2WkJOY9AIGgfNPiCuP3vG/HYEkUovW5SP7x/x1QhlApMEYKpQADgv18dBwAcONGU5JbEjzCVHnjBB1sTcs40j/GTYpWnWCAQdFyq61tw7f+txkdbKuF1S3jkqrOx8Oqzke5xJ7tpghSmY9gsBYJW0hGr25GcgACwv7YxIefkyaDBsAyvuwN2sEAgMGVvTQNuenktjpxqRkF2Gl64cSIm9O+a7GYJ2gFCY5pEXlixH49+5YYvEEp2Uzo9HVEwTae0l81JfMZCYaExFQg6E5sOncI1z6/CkVPNKCnIwnu3TxVCqcAxQjBNIo8t3Y3jTRLueT8xZlaBOVIHlExps3qTPzGCqQyjEBoUgqlA0GnYcPAUfvCXL3GqKYAxfbvg3dumon9BdrKbJWhHCME0Bfhwc2Wym9DpcXU8uRReKlF1orTyPFN+KBRfwVSWZZxs9Mf1mAKBoPXsrQN+9NpGNPpDmDqoAG/++FwU5qQnu1mCdoYQTAUCAK4OqDGl/TrrfcGktSMYDsf1eL9+fwvGP1SOT3dWx/W4AoEgdtYfPIVF291o8odw3uACvHTTOchKE2EsgugRgqlAgI4qmCb+9ebpRuNtyn9z7SEAwBNLd8b1uAKBIDa2H6/Dj1/fBH9YwnmDFKE0M01E3gtiQwimAgE6ZvCTJwn+CTX1PsOytvIxDcVXESsQCGLg8Mkm3PTyWtS3BDEwV8bz3x+LDK8QSgWxIwRTgQAdU2PqSWKKpiE9ctS/4+1jqh43zi4CAoEgOk40+HDTy2tRXe/D0B45uHV4SGhKBa1GCKYCATpm8JPHlbzX+6ErR6l/x9vHlCDSUAkEycMfDOO2v2/EvtpG9MnPxMs3jUeWcCkVxAEhmAoE6Jga07Qk+JiSFFU9ctPRLVKetK1M+UIuFQiSgyzLWPDvrVi7/yRy0z3464/OQVFeRrKbJeggCMFUIEDHzGPqToIamCT1lyRJPX+wzUz5QjIVCJLB62sO4s21hyBJwJ+uG4fBPUTde0H8EIKpQICOacpPgsJUF5ZPgq/aSoAUgqlAkHjW7j+JB/6zDQBw72XDMX14jyS3SNDREIJpkthX05DsJggoOqIp3035mH5zdK+EnJOIihK04CvhYypINHvqgIc+3IEmf/Ly93ZETjb68bM3NyEUlvGtsb3x4wsHJrtJgg6IcFVOEjsr65PdBAEFrTGVZblDmPZ752s+X4lKHSVHSj9JkhZ81WYaU16ZKYEAwDNbPQAOISfDi19dNjzZzekQyLKMX77zFSrrWjCwezYeuersDvGdFKQeQmOaJFj/P1kMskmF/sB2FEUcHfyUqGvSNKaaj2mgjXxMwx3lRgnajH01jcluQofhpZX78cmOaqR5XPjzdeORnS70WoK2QQimSYKtyiPMksmFNuW3lek50dCTnURdEzmlojFtWx/TlkCoTY4r6DjI3FpkgmjZcvQMfr94BwDg/m+OxMjeeUlukaAjk3TB9PPPP8cVV1yB3r17Q5Ik/Otf/7LdZ/ny5Rg/fjzS09MxePBgvPrqq23eznjDakzbKqWOwBn07Th4oil5DYkj9BPVVpHxxnNq51Gj8ttIKG70C8FUYI34rLYefzCMX77zFQIhGbPOKsIPJvdLdpMEHZykC6aNjY0YM2YMnn32WUfb79+/H9/4xjcwffp0VFRU4O6778Ytt9yCJUuWtHFL4wvr8xcQ9RWTiou6H5f+8fMktiQ6Nh06hT3V/EA6elBO1MQnkRpTgcAO4SLVev78yW7sqKxHt+w0/E74lQoSQNKdRC6//HJcfvnljrdftGgRBgwYgCeeeAIAMGLECKxcuRJ//OMfMWvWrLZqZtwxaEwTpNGKF7Iso94XRF6GN9lNiQvt8VtbXdeCq55bBQA48Og3DOv1pvxEaUw1PBF3lVh8TIOhsLq/QBArQi5tHVuOnsGzy/cCAB761igU5qQnuUWCzkC7+/KvXr0aM2bM0C2bNWsWVq9enaQWxQapkENob6b8OW9swugHlmLL0TPJbkqn5cjpZsv19KCc6LrydIL9aDWmr60+gCG/+Qhf7Kk1rBMaMEE0hMXzEjPBkGLCD4VlfOPsXvhGglLOCQRJ15hGS2VlJYqKinTLioqKUFdXh+bmZmRmZhr28fl88Pl86u+6ujoAQCAQQCAQaNsGmxAI6PPrNfv8CGSkxjyB9IlV33y4+TgA4MXP9+Lxa85OmXbFSjCo91eM5hxt2S4rXLImbDa3+AwaxmBIuyZ/MJyQ9hHBMRQMIpLGFD7mPbPrr/kfbAUA/OzNTVhz7zTdOlbIjec1Jes+2iHaFR10e0LhMPfZE9jz6qoD2FFZj/wsL377rbOS3RxBJ6LdCaaxsHDhQjz44IOG5UuXLkVWVlYSWgTsrwfo7v942ScoSLFSw+Xl5RZrlbYfPnIUZWWHE9OgCNbtio0dRyQAbvV3WVlZ1MeId7uONQGfH3dhVt8wunIsaJVNALkP/ylbjHS3fv2OAy4Qo0jtiZMxXVO0hMNuABI+/eQTnDqhnH/jpgq4j2wybGveX8o1tfh8hjYrXgHae9MW19QWz1c8EO2KBuUZqa6u0T0jTU0dI7Cxrak804I/lu8CoFR3KhAmfEECaXeCac+ePVFVVaVbVlVVhby8PK62FADmzZuHuXPnqr/r6upQXFyMSy+9FHl5yUl7sf7gKWDLOvX3+RdehAGF2UlpC0sgEEB5eTlmzpwJr5fvQ3rX6qUAgB49e6G0dEzKtCtW9n66Fzi8V/1dWlqa9HaNevBj+IJhNKbl458/Odew/uCJJiz8aiUAYNolM9A1K023/q77l6p/53bpgtJS4zHizS++LAdkGRdfcjE+adiGHWdqMXLUaJRO6KNuY9df5Nlye7woLdX7jfuDYWDNx+rvaO6THW35fLUG0a7oCAQCwOpPAQCF3bujtHSCuo5YywTWPPThNjT6QxjXLx/fnVic7OYIOhntTjCdMmWKQUtSXl6OKVOmmO6Tnp6O9HTjjM/r9Sbtg+p267tecrlT6uMOOOufkIyEt7st7psk6c3gsRw/3u3yBRVT/bZj9dzjpqdRy2yen1A4MfeJGNrTvF6keSIqXMnFPbddf4U5z1ZY0rtctMU1JfO7YIVoVyxIuralbjtThxW7a/Dh18fhkoCHrxyly1giECSCpDs1NjQ0oKKiAhUVFQCUdFAVFRU4dOgQAEXbeeONN6rb//SnP8W+ffvwq1/9Cjt27MBzzz2Hf/zjH/j5z3+ejObHDOuU31bVcdqaYAdJc5XKQTVmgXFEcAXsn59EpWxSS5KCThcV2zPCC1xJ4dskSEFEgv3oCIVlPPzf7QCAG6eU4KzeXZLcIkFnJOmC6fr16zFu3DiMGzcOADB37lyMGzcO8+fPBwAcP35cFVIBYMCAAfjwww9RXl6OMWPG4IknnsBf/vKXdpUqCjAOuu212lB7yyZgRnu8jIc/3Kb+bTdBSFSeXLob99cq5SDXHTgV07F4wrQQTAXR0E4/q0nj3Q2HsbOqHnkZHtw9Y0iymyPopCTdlD9t2jRLbRWvqtO0adOwaZMxmKJdwVxyexXw2lv+VTPaY1qZ5Ttr1L/tBM/EaUwjf0jAjsp6AMC/vzqGP103Lupj8e5JKt+nUFjGzsp6DO+ZK8yfKYLQmDqnyR/EE0uVgKefXTIE+YzPukCQKJKuMe2ssHJCexXwOkpVn/Z+GaV/Wok91fWm6xM98ZHQesGMqzFt9VHbjkfKtqP0Tyuw8KPtyW5Ku+fLfSfw2a4a+w1tWLPvZBxa0zn4y4r9qK73obhbJm6Y0j/ZzRF0YoRgmiQMpvx26qsZSmENVjSkso+pE/zBMOa8YW5FSPTEJx6VtHiyNP3epFoVmpdW7gcAvLhif5Jb0r6RZRnXvrAGN728FicafPY7CFpNTb0Piz5TspL8atZwpHvcNnsIBG2HEEyTBG2GBYBAO1XZtVcXBJaOoPk92eg3XZeI+0QL921lyKbnDxle8fnqiNCP6gmLZ9oJJQXJyVPd3njh871o8ocwum8XfFNUeBIkGfFlTxIvf6HXqiS6ZGS8aK/tZvnLSv39CLdDQdVKuE7EfaKFRikeKlPuObSTtMd7JLCHvsetnTCO6JWcPNXtier6FvxtzUEAwM9nDm2zd1cgcIoQTFOE9psuqn222472qAm2anMi7hN9hrYa2uhL7ChuJAI99F1trWCaysFyqcILn+1DSyCMscX5mDa0e7KbIxAIwTRVaE8C3pp9J9S/420C/9emo/jWs1/g2OnmuB43WtpD+q4++fpKZ/S9YH1mE27Kj1EytfP11WvTYjuHILWhH4HWpjmz2/3ZZ59FSUkJMjIyMHnyZKxdu9Z02/feew8TJ05Efn4+srOzMXbsWPztb39rVfuSTXV9CytJ6Q8AAMLVSURBVF7/UtGW3j1jiNCWClICIZimCO1BEAIUweB7L6xRf8dbML377Qp8dfg0Hvj31rgeN1rag8bU49YPIvQgzsp3iXi+2B67/5sjAQBj+hqTdDcFgfJt1UqJUYql26oM29IcP9Oi/t1R3EgEemgtZyyWJJ27h8VE5+2338bcuXOxYMECbNy4EWPGjMGsWbNQXV3N3b5bt2647777sHr1anz99deYPXs2Zs+ejSVLlkTdxlTh/yLa0nH98nGR0JYKUgQhmKYI7UVjyn7n28qceqY50CbHNWNAYbbud6gd3I80t/71pQdhtvWJ0Zhqf0uQUJij5EHMyTCmS35umxu3v1mBJ8p36pa/v/Go5TmeWKpt3x4mD4LW4QuG7DdioJ9DK8H0ySefxK233orZs2dj5MiRWLRoEbKysvDyyy9zt582bRquuuoqjBgxAoMGDcJdd92F0aNHY+XKlVG3MRU41ejHG18qxWvuniF8SwWpQ9IT7HdWLhhSiBW7a9Xf7UZjyvxuK4E60b5hI3vnqZWKgNQTeqrqWlCUl6FbNnVQAXZXN6i/gxamfFlWgoXaMvG7Lpm5BHhciuDMe0YONyrteG/jUcy7fIS63G3TPvpQ7WUyJ4gO+tHddqwOFwyJTpNHPxVmr7Hf78eGDRswb948dZnL5cKMGTOwevVqB22U8cknn2Dnzp34/e9/b7qdz+eDz6elvKqrqwMABAIBBAKJnXyzvPrFPjQHQhjZKxdTSrq0uj1k/2RfV1vRka8vUdfm9PhCME0Sw4pydYJpewl+YgXGtkqzlGzBMNXSRz22ZCce/84Y3TK3S68xpW8Nr/WBcBjprsTkJ5QkTci0updsP9sJpvTqVLtHgvhw5FST+vfCj3bgJxcNimr/sIPMDSdOnEAoFEJRUZFueVFREXbs2GF67DNnzqBPnz7w+Xxwu9147rnnMHPmTNPtFy5ciAcffNCw/NNPP0VWVvJSWQXCwEsb3AAkTMw5jY8++ihuxy4vL4/bsVKRjnx9bX1tTU1N9htBCKZJg/1ctpdB1s6UP/mRj1FV58MHd5yHMcX5MZ8n4dqwJPhkRkMdx7XBqtwiT+Hc1s+Y3pQPeN32gilbWMJeMNXWB1LsHgn0nGkO4KrnvsCss3rinsuGO97vmU/2tOq8Tk35sZCbm4uKigo0NDRg2bJlmDt3LgYOHIhp06Zxt583bx7mzp2r/q6rq0NxcTGmT5+OgoKCuLYtGt5adwQNwW3o3SUD915/Przu1nv1BQIBlJeXY+bMmfB6vXFoZWrRka8vUddGLAZ2CME0SbADcmujTxMFKwzRwk51fQuq6hSz1bUvrMaOhy6P+TyJFtStrisV+Hi7MSjIaszlCa2J1EJLkqQKmVZBSk41ptV1Laiu9+k0prKs7G8nzCYKl9T+S9vGk1v/uh77ahrx/PK9UQmmrb2dTtJNFRQUwO12o6pK/15VVVWhZ8+e5m1zuTB48GAAwNixY7F9+3YsXLjQVDBNT09HerqxQpnX602acBMOy3hllRKJf/MFA5GVEd8Kasm8tkTQka+vra/N6bFF8FOS+Ovqg7rfyTZdO8UQ7W0SCd4SaJ2gnWgfU2MUe2rdj2ibw+u+ttZCsxpTKx9TtU3MhXkYqWT5TiVCetIjy/DNZ1ZiX02jbn0qabZdInhEx9oDsdWpp/2gb71gQPQHoIMATR69tLQ0TJgwAcuWLVOXhcNhLFu2DFOmTHF8qnA4rPMhbQ98vL0K+2obkZfhwffOKU52cwQCA0JjmiKwGtRUxWDKpwSLeI7LyU6MnWoa04LsNMMys5yfLYEQfv3+ZsPythbiWC2tEx9T1lLABme9vuYQpg3rof7eV8sIpiEZ6SnyFXMJlWlcoCcnrB+1E3QaU4vvyNy5c3HTTTdh4sSJmDRpEp566ik0NjZi9uzZAIAbb7wRffr0wcKFCwEo/qITJ07EoEGD4PP5UFZWhr/97W94/vnno25jMvnr6gMAgOvP7Y/sVHl5BAIK8VSmCKmmoTODFT507Y7jJSTclG/QBKfW/WDzfQLm3f3yF/vxHiftUkI1ppLmY2p1L9lVrMbULldpKt0nt9CYxgXaNSOWXLX0c2j17F177bWoqanB/PnzUVlZibFjx2Lx4sVqQNShQ4fgogTjxsZG3H777Thy5AgyMzMxfPhwvP7667j22mujbmOy2FPdgC/2nIBLAq6f3C/ZzREIuAjBNEVIpQHWCvY7T3/445nTNNFyeqr7mDYHjPkczbq7uo5vWmzz4Cfqbwmaj2k0/tOsOdxuwpZKpvxU8XVt79D9GFOCfepJtKskNmfOHMyZM4e7bvny5brfDz/8MB5++OGo25NKvL5GcSG7eHgR+nZNXlYAgcAK4WOaIrSXCGP2Q08Lo/EUfBItcCSjUlI08AQ0s6h8L1MRyuPApB4P2JKkxMc0mueCFe7sXDrY3K2vfLEf62P0bWwtQmEaH2jNcyzfFJ3GNMkuQalEkz+If244AgC4YUr/JLdGIDBHCKYpQnvRmLKt1KVmiaMsl2y5sD24VpiNuR4m9QspXdrWfsxsczwO0kWxsIKp3XtBH3vZ9mo8+J9tuGaRfYL0tqC9aUxrG3y44pmV+Nuag/YbJxDarzSWCaI+Kj8ODeogfFBxDPW+IEoKsnDB4MJkN0cgMEUIpkliUkk3AIAU+YymmunYDNniQx9P7UTi00XpaQ8TBbMWsn6aanR8QtNFUZpaC+kglylXahBMbdpMl449cKLRYsu2p6ElmNTz8/ig4ih++c5XXHeKPy3bjc1Hz+D+f21JQsvMoedVsbyHukITQmMKQOmHv0Uywfzg3P5tWgFOIGgtwsc0SXTNVvJ55XqBukD7zWNKE09hMtFR+ZsOndL9bg8TBVONKRPJrCa6T2i6KMlRVD5bmefoqWbdb7v7QGvUkqmx/PuXB1NSy37XWxUAgDHF+bjhXL351tfKlG7BUBiHGpR7FM/Mh5lp2rAUS5/Swmiys3ukChWHT2Pb8Tqke1y4ZkLfZDdHILBEaEyTDHEHTDUN3eEG4AgjJADWSd3jOQgkckDxB8OobfDrlqWajykffh95GB9TUtWlra+p0afXGJLzWgmXrJb9318d06+305hS61kXhkRy3/uppXVkqalrMSxzu1snyD9cthNPbPbgD0t22W5rVhqUx4BCLSjHH8OE3UmC/c7GuxHf0tKzeyE/y5h6TiBIJYRgmiTI95KMDakU/HTkVDMe3+zB9CdXGNZZCYzxHAQSOaDwBLZkD2inm/y225jdCjb4yUnapngw9dFP1L8licpjajHpsnvs7aPytfVeYZ40hedmw7p8RMvf1x4GALy8yt5HNRrNJ93UACdNWjT7C4WpkteYTPiEtlTQHhCCaZIo36aUwqv1KYPDki2VyWyOjt3VDabrrL7z8Y3KT9yIwjtVss2yR0/rtdUlBcbULmaDLpuUnJj2Y0m9EytK5SdiyjcXLuy0uNHkMXWiMd1y9Aze+PJQp/M95CkeE+n6EI22nr41MZnyqa+UiMoHlm6rQn1LEH3yMzFlYEGymyMQ2CJ8TFOERn8IZ5oC6JKV/Bq8VpqUtjTl00Ey0Zj+WgtPSEm2xpT1E+2dn2nYxnG6qARpTGkkSVIFxbCs3E9ewIVdk+yj8rVnhr1uHt98ZiUAID/Li9Kze9lu7xSvW0qo4B8tPAG/tRpTO87u0wWbj54BEN2kiN4yFt97pwn2OwvvrFc0298e30cEPQnaBZ1eYyrLMupaAsluBgDgTHNqtIP1UaSx0jS1dhBYsrVKO1YCNR2pqDFllX+8Adp58FNifExpJOg1crH2J1uClEXnY0pdt51GdOuxMzG1xwy2z1MNXv97qYdsX425lSRWiFAKRJeqjL53MQmmumNFvXuH4viZZqzcUwsA+LYw4wvaCSnxNX322WdRUlKCjIwMTJ48GWvXrrXc/qmnnsKwYcOQmZmJ4uJi/PznP0dLi9G53wk/fX0DRj+wFDsq62LaP56kSsANLVCwA7zVd57WmPbukhH1eZv8WvBMQuVCzrliKYUYTyQmWztP42TWRSca9JWfEhWVT0OniwLaTnMV1AU/aefjBe7RxDsJhhNtbTLh9T/t+nDdi2sSfn4z9BrTGJ6bNir60R55b+NRyDIwaUA39C/ITnZzBAJHJF0wffvttzF37lwsWLAAGzduxJgxYzBr1ixUV1dzt3/jjTdw7733YsGCBdi+fTteeuklvP322/j1r38d0/mJlu6vqw7EeglxI1VMgbT2h22TlVaXHux7xiCY0oJFIk35PBeEZGdJSGNUpjzNEdvuguw0nGz044lyfZR0oio/0SimfFpj2jaCPi140MLhra+tt9wv3sUG0jxJ/5RawtWYUhOHKpMytlbQVuEDNprtQDTPHu1j2kqNabItH8lElmX8c6MSjf8doS0VtCOS/jV98sknceutt2L27NkYOXIkFi1ahKysLLz88svc7VetWoXzzjsP3//+91FSUoJLL70U1113na2W1Y5EC4VdMo2+pAeTnCCcoDfB6geGv1tUiaGFhFgGBDpoJ5GmfF5KmlTTtHBNmkwTQ7KMHceNmn9PEkz5gH6CQwv6jy7eGbdzBE1M+Tsq6y33i/fz5U1iqionhDjft9b6G9Ia19oGa8E2KlM+9WD7W5lgP9mWj2Sy7Xgd9tU0It3jwmWjeia7OQKBY5Ia/OT3+7FhwwbMmzdPXeZyuTBjxgysXs0vKzh16lS8/vrrWLt2LSZNmoR9+/ahrKwMN9xwg+l5fD4ffD7tw1lXpwzegYCm/QsEQ7rfbU1RbjrONAcwriCMTSeUD/yrq/Zj+tAUiJoMh9Q/m1v88Eral57nu0f6zU/1nz8Yjro/JaqslCzDsD/5He/79MSSHYZlvkDQ8Xnaol2BIHPtnP58b9NR3e9QWIYsh8BCFIk+v/Nrai2BQED3rLT4/QikKQ156YuDhm3tjmVGiz+grg+H9ddutZ8/YHzfW3Mf2UCiuD4LcXi+3l5/GA9/a4Ru2V9W7OOeh+bfXx1HZV0LfnzBAMM6uqa9LxCwvk8+6/U0waB2H/0xfJe3HT2t/h0Ky/rvfAK/8cnmv18fBwBMH9YDuRnJD6oVCJySVMG0trYWoVAIRUVFuuVFRUXYscMoLADA97//fdTW1uL888+HLMsIBoP46U9/amnKX7hwIR588EHD8qVLlwLIAwAcPnIUZWWHY7+YKAiGgV3VStd3pyzensZalJWVJaQNVhxtBMijsXhpOXKob9qRQy6winbS5h2nJQBuAMDpM3VRX8uWU9r+9HFZysvLozquHe9udEMJ19H4evMW5Ndujuo48WxXbQtAv55nGho5/aF/ff3+ANauWWNYfvrkCQAubKyogOfopri10Yh2XtJWt+RGSJawtHwZ8tOJNkvfPv11GT9Jynr+p2rtuvVo2asIwDtPO3l+lOPsP3AQZWX7uceM5T76mvXPUFu8x7E9X8Z7QjjVZH4f9tYBu85IWHxE6U+pcjv6MC6Kcli75tWrv0TtNnbSqh3/k88+ww5jxjMu/92rfWPO1DdE3Zfra7TnwOcP6PZvamqK6ljtFVmW8Z9I7tIrxvROcmsEguhod+mili9fjkceeQTPPfccJk+ejD179uCuu+7CQw89hPvvv5+7z7x58zB37lz1d11dHYqLi3HppZdi3leK03/3op4oLR2biEtA2eZK4MuvAQAel/Yx/7zShZfuuCwhbbBiy5FTwNfrAAAXTr8YPfM06bnyiwP45Jjeh7G0tBQAkL2rBtiuCD4ZWdkoLT0/qvPm7z2BF3dsMByXEAgEUF5ejpkzZ8LrjZ8G4H/XfQw/k8h72IiRKJ3a32QPPW3RroMnm/DQppXqb29aBkpLL9Jtc9fqpbrfktuN886bjKe36t1aevbojh1nTuCsUWejtA19zej2kHt3z/qPEQqEcdH06eiTn4mKw6eBNfr20feZvSYAuPzyy3HXar5QNmbsOFweMVPm7TkBbDd/fujj9+rbF6Wlo3TrWnMfn9u3CtUtWmQ779yx0pp28e4Jbx27fsj9+nUjxk3G+YP11hx6/4mTJuG8Qebrp0w9H2f1znPWZurcaemZKC290NF+hOLDp/C3Pcr3Cy43SktnqeuItayjU3H4NI6cakZWmhsXD++R7OYIBFGRVMG0sLAQbrcbVVVVuuVVVVXo2ZPvE3P//ffjhhtuwC233AIAOPvss9HY2Igf//jHuO++++DipG1JT09Henq6YTn9kQ/JUlyFHUuoNtJaiPMHFyauDRa43dpjccWzq7H+vhmqP9nZfbtyt3e5JEguTVsVDMtRX0tOpr5Untn+Xq83rv1EW2EnDeiGtftPQkb0z0M82+Vx61/NgIP+DIeBjDTjNl6Pcl9kyZWw54ucR/H7DAOSG16vF0HZ+H7atcnltvhMudzq/m63W7fK6riyxfsey330MsFP5J2IJ619vuz2tVxv8+xI1H3gYrfehFi+Iy7qOQjL+v1T4fuaCIgZf8aIImSmuW22FghSi6R67KelpWHChAlYtmyZuiwcDmPZsmWYMmUKd5+mpiaD8EkGpNZUc0lkYAgdKJHplnHFaEUIH98vP2FtoNl85IwuryMdfHC6KYBtnIAammBYRigs4+a/apHQsQQPsRWLEgXtK0cqLCU7mpeNuOeVZqQ12YASxOWSjMIQ8X9si4AuVtNsOLdbnxHAKkeuGVb3ItbglqiixB3ABj8lKnivJRDCT/62Hm98eahNz2P3PrBZNNhvccz3KYao/GArgzDbO+GwjA8jgqkw4wvaI0k35c+dOxc33XQTJk6ciEmTJuGpp55CY2MjZs+eDQC48cYb0adPHyxcuBAAcMUVV+DJJ5/EuHHjVFP+/fffjyuuuMKgMYmGRKYHogMlJADdcxRtbiwRqK2l0RfEFX9WTMa7Hr4caR6XISm1nUATDIexet8p3bJUSX3lBFqzRYTjZEfls2cPcAb2gpw0VNbp8/c+++kew3Yky0K878lNL6/FZ7tqcOfFg1FVx88jzArFsZTBtBJO6Pc2mquLd7S2l5lUhcIyvAlQVL274QiWbK3Ckq1V+P7kflHt2yM3HdX1ztJE2UXVswLgkq36EsuxPnuxfJfpd1e2qDrWUVl/8BQq61qQm+HBhUMLk90cgSBqki6YXnvttaipqcH8+fNRWVmJsWPHYvHixWpA1KFDh3Qa0t/85jeQJAm/+c1vcPToUXTv3h1XXHEFfve737WqHbHMzGOF1a6Q34lsA6G+RUtq3xwIcfMx0oMOb5gIhmXDwGWXPoYHrWXJSqD5iRaWkpHzkwc7OeAm2Oc08aMtlYZlmnAY3+frs101AIBnPjEKwwRNKFbOzeZnNeP568fjtr9vBMAXTs4p6Yp1B07pn80otJTxFtJZgTtRE5tGX9B+IxN+cG5/PMnkvDXDZ6MZZzX86w/oJ6qxTvx5qdzsqGcq+YVkGS50HsG0bLOiLb10ZE+ke4QZX9D+SLpgCgBz5szBnDlzuOuWL1+u++3xeLBgwQIsWLAgrm1IpCCiSyQPLTF4MgRTWtFDzHHs+G5brzwk63IaEmRZNlQwckoiNdinm7SBzN1GQlz0sKZQxV1CV5Ur8v+fvz8Oc94wj7b3qBOfxAvbHkYDbWfK79s1E0dONaOoSwYkKZI2jHMvyATKbtJkRrwT7LPXlajvSWvyp0ajRPQFjWnIaFhTvtvQH7H1dyz9+PQne3W/E6W9TgVkWUb5NiVm43KRu1TQTkntrNAJJJFCIS1chGRJHVzs/PXapC2U4Ei0HjJHKLIiGA7rqsgQotV2bDioaVl4wkgiSDWNKV3NiH1GiYbQTjhxt6GPqR0GH1OH0pBEbcubpJBrDsX43rYE4vt8JUtjGs9SqHRJYBa7/mLfF/Y+xzrRJBOyaNh8VO8Tn+x3OZFsPVaHo6ebkel14/whwowvaJ8IwTRCIoVCukJNWNYG73hqtM40B7DdJmgJgC5Yxixgg9Z28DYJhmRkcEzvduY/lsozmp+iLCdHkCKaHl6lnERCzk4LnUbBlGxjLZx43ckTtt2qcGn+LLA+gUCkpKnL3MXF6zZqTKNRmX515LTzjR3ACmKLPtuLH/zlS0thLx7Qz8enO/llnM1g3+VPd9SYbttg4zLAvqtsIGM0GlMSgEhordIg2f7iiWRpRFt64dBCZHQWNbGgwyEE0wiJHLRpBVdIpgfZ+AnHFz32KS5/egU2HDxpuR0tmJLTR2vKD4VlZHI+gr4otVLnMTP8ZLg2kCCWZGtZyD2gfX7Z+0A02041pvE2XzvBy5jyeRMb3n2WQE/YOKZ8t/64gFHTz0L7oI7q3cW64VHCZkN44fN9WLmnFje/ut5kj/hA3/vZr6yLal+2t6y+P698ccDyWOw9cjP9Ec2kuzBHn9ovmneR96x0JsGUmPEvHSnM+IL2ixBMIyRy0KYH57BsbbKMFeI3SWbQplDjBxmYrAasuhZjSb+ASZoiK1P+sdPNKLn3Qzy+RKubzvqptaVwuL+2EdMe+xRvrdWn2bEye4fDMlbtqeX2QbwhQhatiaMD1QDl2QHsI93JMZ5bvhdfx1lTaIfbgWsEL4BJkuigQJ4p33hcu9gnen1eZnzd6xtNNKOr950AAOysrMfnu8w1krHC5k+NhmgmoHbJ8c80698J1uc2GuHQkJEiCsvL31YfNCxLZCrAZHL4ZBO2H6+D2yWJpPqCdo0QTCMkMjCEPlNIttYMtRY7k3RLQAtq0DSm5gLi/f/aYjxHWOZqq3wB84CJqY9+AgD4M5XeiBVeohmQomXBv7fiwIkm3Puevuyo5mNqPPff1hzE9//yJa55flWbtYug3QKqHjkTgELuE29SQFgwPqhzHbn1tbbV4LFoPqb8SQ+gf0aPRdw5JEjqveBqTD3RZ7Kgzx3v9/2LPScs18966nPc+PJabDsW38pDTrMcOMFKeOzXzbqe6MMfbtf9ZidLrfm2ReNvvna/0ULUSeRSVQlxTklXdM1Os9laIEhdhGAaIZGzalruy3K3bbooO63j5Eeo4gZq8JMeesA60eg3HMNskI82+InVmLZlAJSZ0Et8THnaowX/3goA2FXVYFgXbzRfSyXfJGDsT9JCK31pt3S9kFBVF30ar9bAWgO4pvzIfT52ulldRmtMef7falQ+nceUOjbrp6is1zZIlhbtkx02FgwTtp+W8OLK/bprCIdl7KuN/VlkJ5NW71uzxSSTB+tzW9tg/G6YtostLhHFJIKf7q5zSKbl25RUccKML2jvCME0QiLTE9Ef3qFdZDWivS1M19EIu+T8h04265bbDQyhsMwVOKL1MWWvvy3viVnaoraskhQNRGiQQPkgs/0R+WmXPDyWakvxgk0XxdOsk+vaVVWvLqup96nt5k1w0iLFNGhhSm+JMJ6nLTWmTnl8qbO8oSyLtrvxhyW7sWJ3rbrs+c/24g+Ld1rsZU00hTTqmo3uK9np5sE1rMb094t34KaX1zrKb2xwJYriG8YLAEv2u5wITjX6VW3xzJFFSW6NQNA6OrVgSmtioo0gbw3kOzmwMBuSBDRHBDh60IkX0Qim5AP+y3f15m37qi/89U7PTQR1Nkl3WwqmZn6Z7hQLflI0h3yTNukvO7HTaYqmtkBNsO8g+InOeXu62W9ZsYqvMaU0ojYFCZIRCBYPDp1sUv9+bEl0QqldAQKrzCRc64fF4Xjv12e7avBI2XbO1sxhmePyviMtgRCueX4V/sgUCGD9sIHOIZh+vrsGYRkY3jMXxTZuFwJBqtOpBdMzTZp5yS4dSjwhWiPy7f4wUqmjLYgmDZbZB9xMSBtQmK2u5415Tk35RPCoOHxat/zAiUZH+8eCmbCWKhpTggTJNEG+asq3kTtjKQMaL4jW06pgAXm+6GpfbpdLjejnuV2Q+3T8TLNhHcAXZsM6U3787u8pjnuLFUdP89tsxpFT2vbRTDQPU0IsYO4KQrB65nt1yTAss+rBDJOKQzUOSqCyx/UHjWf6aMtxrD94Ck8v2217vFR5l9sSUoXtomHdk9wSgaD1dGrBNGkDNqUNAxD3snG0r16j37lvmNkHnF4+pjhf/dsum4BTcykJ6mFT0vzq3a8d7e+EM00BlG0+rp7LXGNqHvyUSPQaU74PMi9AikdrqgPFwhu3TFb/duJjSrSXtDBTOqqnIXCKUNwtEx9tUSZzZZu1Eqx6U73x/r238Si1Pn7CykP/3RbV9j97c1NU29/7vhZw+OB/nJ+L1R4arpm5GVaTWJ5FibVw0GSZmPkdCYmG4EvjuaO5f8m2frQ14bCMz3cp1raLhgrBVND+6dSCabJm0lrQijLwZnjjextIxDsA7K12HhxhlmB/V1U9/vPVMciyjEklXQEA10/uh8OnFI1Mgy/I9R10GlVPBsQrxvTWLa+sa+FtHhOzX12L2/++Ua0NbiaspYrGlDbTp5kIaGQbu/lVoidgRZR2jXWN4D4nESGDXF/frpnwuF2qptjPCCHhMLC3xqhNtzPVbzl2xnJ9rOyrjU6zT1c4qzzTgpJ7P8QDkcA6HmZaRqv72uwPGbTJrODJ3okWi7KjPEHQyjPA7PVx8l6xW/AmGWyeVCuS/S63NduO16G2wYfsNDcm9u+W7OYIBK2mUwum/6Q0KImE1oYB4CanjxfRuCiYfcD//uUh3PnmJny8vVodcPIyvWqZwt8v3uE4cToPoo0Z3jPXcVujZeOh0wCAf25Q7rmZYOok72Yi0Mz0mimfNWnSVZKsSLRgSqev2lejTIx+F0knxNWYRgRS8vyRe0OCAlmBylzQ0JbzBCnafSOe99eu8paVEHzuQiUrxqurDnDXN/qC2FfbxF1ndt6jp5sx4eFy3PxXfWowO7eeZr+FuwXnGsx6sK4lYKoVttKyqsc1+Jhy7mUUAX0dXTAlZvypgwu5WQkEgvZGp36K391wWPe7JcqUKLHCBq2MtEle3Rqa4mDKJ6zdf4KrpdtjopXl+Zg2+YN4Yqk+aCOR5WCJEGQ2qGs+kckOfoo8IxKdTJ7fT6kW/ERrs4g20WqCRAQP8j8RpM0qVvGEm5ZACIs+26cdMxw2BPvQAvr+KLWcVtiVfpz9anQVmWjeWnfYdJ3Z5Or9jUe4771BY8p0o1VKKKMbiWz63r5vMeF3MiEwpLHifEescvfGcs72zGc7I/6lwowv6CB0asGUFURLn16RkPNqroHKx/Wys9ouvYeVQGBMpG8tIL64Yr+aa9TJwPBrJnk9APxp2R4888ke3TKiMbWLGrajfFsV/mqieSIQ9wJzjalJaqYEQwc2mfuYOrsXidaYRiEzANAETzIZIIK02XWHZRkPXTlKt+zPn+zRBc/JsnFywd7zk5ygpRWVEr7Ya50sn8XO4uE02wavPVbaVrPk+mZymDH4Sb+h1cScdafgpWUiWKUvc2TKZzbhvYv0M293TCda2vbKmeYANhxSXEOEYCroKHRqwfR0s15oi9ZXLFZkRmNKa7RaK5xF1w7r3zzIGGBnPgb4gVc7Ko2Vb9iKRrFy62vrseDfWw3R/TREK5fqPqaqmR6SaWlO7V7wj0GSzHsTbcq3OB/flB/RmEYmRqzGlL1ufzCM8f3yAWjFB77ilFplNWWsgM5qTTccPIV397vxw1c3mLafR3qcXHHGP1RuWOaxCFzjmW1lWTZ9tu1N+RYaU2bfHZX1hm3ItyvNwszuZMLHPiM8ywt9L+1chpI9yWxLVu2pRSgsY1D3bJEmStBh6NSCaVuzu6oer36x36jpivxPKkXSH9lEykOvf6mvK+1EGDMLuCGDCS+tDA1dHpPgVzWmtqd3xO4q46BJIMIPr3QhYF2SNJGQlEI19T7T0py8QCKat245B4B9Av5YsBL+rU7HTbAfee5IaVIijJndi5ZgWNUWkj7huSuw/cUK6Oz6agepjHjY+Zia8eU+e82slZDHE0CDYdm0PQaNKXMr6OBHtj+NfWk8t92kT2mf/XvFPiG8dFxrqL6zE0zp79pJBwn+2xNqmqihPZLcEoEgfnRqwfTOiwe36fFn/vFzPPCfbUbzMqUNA9igjMQJRPM/0EcCOxNMlf/NzMd2QzRv0HTiA3amOYBVe084EtytfOXI2LvtuFFz+9C3zqJSFEUnJVeckHDzaxu45thYIMEjzYEQvJxk8oAxiI6mX7csFOQo2sR4+5hW1bXgyme/iGlf8oxJkHF2H8W3mpirg4wp30xj2rtLhiq8qvtwhCF2P3Yb1sQbq+Yz1nr1P3jpS9ttrIQ8bvnNkGwaAGMXlT+WSgWXzhyDCH8Vh09j0Wd7ueVLybfLKv2dM42pfpt739uMKiZDBx0sZndMWuD+VozPbSoiy7LqJiLylwo6Ep1aMO2S5U3IedYfOKX7rZabjMgLdIRpMk3IdsLYkB45lF+jfp2d9o7AG2i1cpXmXPP8Ktz06gasqrIXsqIthUq4clyfmH1MX9nlxue7T2Chg8o20eI10ZhaTRLoRTwtdWs4coofJU6weoze2XAEACBDojTB+nRRRCBVJwnMvfjbzZMN+VF5wiHrn8lGcrOyFS2MRfMexhoJ7SQXZ7pFKjneuxQIhx2b8q1KkpJn6huje+naeuWzX+DRj3ZwS6GSbVihliaaCR99Tz/eXmW6jqcxHVcQxsBCxbRNF3c41WQsrdpeOXSyCUdPN8PrljCpRKSJEnQcOrVg+lUkhVBbw344//u1khycVHRxU4JDMiNIrarzAED33HQto4CZxtTG95SX5kXNcclc+jcjg6IvGMLuSOT/uhr7RzZWn1WXJLXax7QqRnOwFWY+pmAmODT0IjfV58XdMlvdHruCEGGLvvs8YnoEQGk9lefuoy1KsnziZqHlQNWey50PX4biblnqc9QcCOG21zegnBFcAKPpOifdo/vN5u3NoASqaDJ0xKoxdeICYNXXPDN/MGThYxqyviZakCc9c8HgQgDOUr+Rd8ZKmD500npSA2jfAfr+se/jNEpDSL4fh05ox760bxh5mYrioaP6mK6OBOmNK+6KzLS2SzkoECSaTi2YOvlIxoMA81ElFWjI7J02tYbi/BHNiuKDZScUB8MyKusUwYsVhpz6h/J808wEYtJ22hXCiTK0xcFGfbsaBTRJan3lJ6dFBaLBw4lOl2UZtQ2K24Bk40BBP19ZXo/Fls6w0ogB1uZn+rkh2vf/+2wfAqEwPvxaX5qXtJsWUIigRmuBP9pSyQ3sYQWSwohrg7Zevw8tBFq5g7DEqjF1ItBaFd/gakxDYVPXDUMeXDYtE/X+kwkoETKdCKakP+NdyU45tr6tE/p3NaxbvU/LfiBBe346alT+qohgOmVQQZJbIhDEl04tmF7KSdNkpe2JFVpLxIMeR+KtMTUbUHjR/7ZpV8Kyei1LtlRabmuG18PX8gDGgZIs30dV+XEimDoZRC8f1dOwTIK5xtSpBrUtfITVPKYhLa3WxIc/Vte7JKNrBa25dsfZh9kumKqnRQDc4ZNaNaL1B08DADYfPYPXVh80bOtmzPV69wR7baNZpSwC+5zQx49GYxpryVevA4HWUmPK2T8QCpumBzNEtxvSMtETn8g53O7Ice2f/2i/Xf5gGOsOnHQU1Mfeu4Uf7VD/Jv6ubH8QdwS6XSSLA+HZZ59FSUkJMjIyMHnyZKxdu9a0vS+++CIuuOACdO3aFV27dsWMGTMst29LZFlWBdOpQjAVdDA6tWDKm0jzUpPEg0aLfKJSjCbklkAIS7ZWOkpezsKrfW13blqj8tWRM7p1v1+8g90cgFHQ5/k7mp2XnI82/wcddI+Texht5adPd5jnbdSfO/4TG9JWcuyVe2pxggqykiRg+S+n6/ahRZMDVFqkeMx7rBRQdtrU26cN4i7ffOS06rrRJ1/RZmt+pMr9pK/JSeUfs0pZBPYe0+vNBNNAKKzrTyB2jSnvGdxyVP9eWV0lNyo/JJsK7X8weUcJ9LeCCILk2py8U+oE0+IBGdVHKyZy73tf4zuLVmNhmb5dvN2tvk1BTjYAWmNK70tPmt5++23MnTsXCxYswMaNGzFmzBjMmjUL1dX8d3358uW47rrr8Omnn2L16tUoLi7GpZdeiqNHE19BcE91A2obfMjwujA2kjpNIOgodG7BlDMzjzVwxo7HlhiDBWhiMSE/9N9t+MnfNuC216PLuwgAw+9fbFhmp/FgTe70+Edm75Kk12axArBVVL4xsbYxGb6TeYNdvsZ/bTrKDRhyuyRVcGYHQqem3XjVYL/sLEWjm+ZxUUFAyrHZ/JstgTD6FWTpzb609o/qj/hodM2fEysBorq+RTWnjysI438igigAhGSgb1clWOWyiDbbrZryjX7NTgK62GuNRiY3cwc5a/4STHt8OZZu1SwG0VQhouGZ8r/5zErd7+UW1hZuVH44bOrnTXzaCWx/0P1F1pFzWFkhyOtO9rfqZ9okT1yaXv5iv2W7lGNbCKaR89Lf7pCsPT/0M0l/Y5588knceuutmD17NkaOHIlFixYhKysLL7/8Mvc8f//733H77bdj7NixGD58OP7yl78gHA5j2bJlpm1rK8j3dmL/bm3iOiEQJJPWO5y1Y3jfOiVwJv7R+q+uOoAH/ucs0/UelwQfonPUfztSrtCuskwwFLZM1E2w05jSbRtTnI/dVfWG0oeSBORmeFT/2eZASOeYz2sHG5XvcUkIhmVVg0MP4E40pnam/LvfrsCc6cZUYWkel6nGlBWow2GZa9J24kbghIKcNADAHdMGqwOvlrNT34dEcFWWG7WLdFBPPHyYrR4TKwHij+W7MbhHDoCIRovqU9pUyxaeiFVjyqbuYjV5ViZk3kSkqq5F1Rw+Wb4Ll0YmD04zUrBtcaJpfeHzfabreIKt8s44a4+h8ltINqxLN0lVRtMl04tTTQHTCSaNs8pPyjaj+3bB1xHLjBON6eNUqeNAWHM54T2Tfr8fGzZswLx589RlLpcLM2bMwOrVq23bCABNTU0IBALo1s08It7n88Hn0wIi6+qUNHWBQACBQOwZAlbuViYsk0vyW3WceELakSrtiTcd+foSdW1Oj58Sgumzzz6Lxx57DJWVlRgzZgyeeeYZTJo0yXT706dP47777sN7772HkydPon///njqqadQWloa1Xl5H1CeiTteBELmqVzMBCIrvG4XgmF7Td5PX9+Av9x0ju125NyZXheaA2FcOaYX/vWVFpBCDw5TBhbgyMkmbk1upXa4Jpjq2swR5thr9rgVwZRoaL1RCqY8jWma2+XIHEkEnlBYVv24Dp5owtPLdum2C8kyXBxDKzuAN/mDeHLpLswa1RPnmKR04U0c6KMQQZTn2gAA3bIUIZb2LaS1ZnR+zni4qsQaTNISCGlVzxjNOs+3m81V6tJpTO0F0yVbKzFtmHnicav0SbQpv9kfwk2vrEU/qrJOfUuQu19JQRYOnLAPqrRKhO8UnmI0GJIdByKSR8ElKZMNP8/H1MaUf05hGAda+OnMAKBnXgZON/tVDbQjwZQcu6SbM8E08p04fqaFWsY35ZO/Tpw4gVAohKIifZxBUVERduywdnkg3HPPPejduzdmzJhhus3ChQvx4IMPGpZ/+umnyMqKrVJTWAa+2OUGICFcuQNlZc7amyjKy40VzDoSHfn62vrampqcBZwnXTAlfj6LFi3C5MmT8dRTT2HWrFnYuXMnevQwDip+vx8zZ85Ejx498O6776JPnz44ePAg8vPzoz43b4BtS8H0rXWHccO5/bnryCAcbf5EJybmj7c7849khYPcDPP0OsFQOCKA6jl8shm//dZZavJ+NkqdrzGNbCNrvmItgTCVPJ3O82p/HTy/2jSPXjA103K5KS3d8l01mP3KOu52Sloe43J2AH9++V78ZeV+/GXlfhx49BuG7V/8fB8eW7IT//jpFF2Cc4IkaddP+pK9T0QI1Qmm1PpsSmPtJGOBHdF4A3jdkno/FGFfW2eXv9cQlU9dlCRJcLsky/fl/MH6pOPGUpfm+9LlOf+x/jDW7j+pqxZW16zN/OtalL+/Pb4vKg6fMj0mjVlap/wocivzWu8PhR3rb5dE3BFIFwY5PqbplCmf5zuqPJ/6bxf9br1+yyRc+ewqEE2+k4k3CXZMc5hXlve+B2WJa8qPF48++ijeeustLF++HBkZ5sF+8+bNw9y5c9XfdXV1KC4uxvTp01FQEFvQ0tZjdWhaswbZ6W78+JoZjqxhiSAQCKC8vBwzZ86E15uYHOGJpCNfX6KujVgM7Ei6YEr7+QDAokWL8OGHH+Lll1/Gvffea9j+5ZdfxsmTJ7Fq1Sq1A0tKSuLWnnjVbedRY5HjMpZSmLFGA5uhmuJMjk8LRFeM6Y1PdvIF3hvO7a8Kpuz18CKG2fOy5SZ1PqYxBj851U7RWpZVe8xdJJTrMkqmrNbITnv2u0hC/l+/txlld12gLqdlAK9Lrzn848d67S3pUr3GVFt/4ZBC6ritH6SjMV0PLcrF1mPKxygky1pxCejz94apdQS3hSkfUO6VldDBTjwN6ZEsKiERv9z9tY3cb0I9FXD4f58p5vZ/bjyCoUU5pu3RnTscxmlOsvesaKpPcS49GArb+lgTSNlbdV+OjykRTGWZL+Ap95FoTGXdzkOLcjC4R67uubQTEg9TKfxo6wqbc1bXbsrlh7z7+Wky3EGOYBo5TkFBAdxuN6qq9Plvq6qq0LOnMWMHzeOPP45HH30UH3/8MUaPHm25bXp6OtLT0w3LvV5vzALA+kOKFnnygAJkZhiPnWxac23tgY58fW19bU6PndSpFvHzoU0hdn4+//73vzFlyhTccccdKCoqwqhRo/DII48gZJM8mgdPBmxLjalVAvtYovJbawpkYdtnqJQjawJPry4ZyDQZRCVJQvdIWhY2MpoXBMZeM1vxh/alk22LnvJN+ayQvbuqgbsv7VJhJfibZhJgJGenyddp4effXx3Dm2sPAVAGfnKfyaBbVaef4BATt0enMdX+zk734NKRismyIMfZQHbvP7/GA//eyl0XjWz7h2u0gTtMaUwlMIIH1Z9qRTSLdFGA/cTM4EMqW6+naQmE8M8NRzD98eV4JApTqdNAqFBI5prirTJsAPq8xLwJwqGTTbj77QruviN75el+k2eC5PQN6HxMlf9Juih2PY3X5tvliUIw1WlUJWf7EYGaDv7rmcV3j1Inv2lpmDBhgi5wiQQyTZkyxfRcf/jDH/DQQw9h8eLFmDhxouW1tBVEcz95gKj2JOiYJFVjWltbG7Wfz759+/DJJ5/g+uuvR1lZGfbs2YPbb78dgUAACxYs4O5j5oDOE2abWvxt5gDsC4S4xw4EAqqjfovfuVM87VO1v7qOmzSePocd/kj7yKDkYga+UDgMCcrHPRAMYvrQQlUbRvC4JAQCAXUwavHb96cvEEQgEEAwcj80E67SHgl6AYJ3vLUHNDOrP2jsZ1aIX7rNWCkoEAhAjvjsBsOy4fppWnx+BLySoT2BUFj32+PSjmHVD76gtt/P3tykLlf6XDmG3+T5CYWCCAQk6C9R1jm0/+SCEizdVoUg0z4eVXUteCsSWHf3xQORzVRM8tvsTx+/IEvbNxAMqfcYEtTrAoCNh05hcPdsAIqAoBwjct0RoV1ijm0n87PvUpDRfDb7g/p7R/29t6oen+60zj/M60cHrq/KuX1+rna00c+/x4RQWLuvIY5g/dIK82Cpwhyv7tik//MiLjvkvaG16hK0PmtqMVp8XBJAFN/kXQ8EI8K1HPm2UX0SDPOfP7JMkrXz0d/nAOedJpD7/MOp/fGnT/ZSbZMj+2r3mb62uXPn4qabbsLEiRMxadIkPPXUU2hsbFStdzfeeCP69OmDhQsXAgB+//vfY/78+XjjjTdQUlKCykrFFSInJwc5Oc405a1FlmVsOKi4i0wUZUgFHZSkm/KjJRwOo0ePHnjhhRfgdrsxYcIEHD16FI899pipYGrmgL57zx4AubplK1d/iRPb4+WTpO/e3Xv3oaxsj2F5eXk5fM2KM/vKL1bhuF6xYUq3dDdO+pSv/i9f+ww3DiEDlfG2lpWVWbYNALbt2IGyhu0IhZS2HDqwD7S5urGpOSK0Svhk2TL0cxuPMyg3hLKyMvhblGN8vvILHNZ1sfG8W7ZuQ9mprdh7yAXABV9LMwAJJ0+dQVlZGXZWSrp28By0Pz2mbVNVc8JwvaQ9VpSVlaE+oLQxFJaxb+9u8Mz1ALD042Xokma8rhZfQHfuL3do5zXeA22/uoYmar3WR7t37UReGgC4cfR4ZWQbfR9+XF6OTA/Q0qydq76+Xu2n8vJyHGlUjtvY3GzSDo0zfq0NZYuXIpuxvhxs0LeRhT5+U1Db9mhlFTKbKgG4IQE4fPAAiNHmTHMQ+/btA+DCvn37UVa2F3uPKPf0eHUNACUgjz52KGh9Tzd+tRnZVV+rv7+q1j9H23fsQlmTNgE+UK+19f9W7EffbNny+Lz7VV9XZ7kPYenHy9DcaGy/C/prHF/gwsYTVF34YEhdf7xSeV9oztTXm57/eFWN7thHjiv7+xuVNldWVaOsrCzic6pc0+effqL+fduLywznkwC0NDYCkLB6zVqc2iFj52mln+vr61FWVoaaBq1/mlt83H4jy+hnb8/uPer59kaeCQ1t37XrNsC3T8bR48p5xxYo38HK48cBuLB123aUndmmHP+MJlxfe+21qKmpwfz581FZWYmxY8di8eLFqqLk0KFDcFHuJs8//zz8fj+uueYaXR8sWLAADzzwABLB/tpGnGj0I83j0uWEFQg6EkkVTAsLC6P28+nVqxe8Xi/clIlpxIgRqKyshN/vR1pammEfMwf0QYMG4ZMTej/JUWPGYxanIlQs3LV6qe53v/4lKC0dblg+c+ZM/GnPWtS0NGLS5HMdm2j+uGslTvoUn6weRb1QWjqGe14AhowFvG0GDhqC0ksG43/XfgyEwhg2ZAjKDmsaGLc3HbJfScFzySWXoCA7Db9aqxcSCwu7o7R0Ap7e/QVO+BoxcZL+enjnHTJ0OEovHIBXXvgSwBk0htwAwsjOyUVp6VQ0rD+Cd/ZvU7fnOWifWHMI/zqoCBm5XfJRWjpZt/7Pe79ATYs+/ydNmseF0tJSnG4K4DfrPwUADBs6DGWH93C3v3DadDURfCAQAFYr+4Qg6fr6K2knXl51EABw+eWX66LlTzX5gdXLlR9uL0pLZxn6aOjQYeidn4E3925Bt0jfsn04a9alyEn34OndK1EbeR6ONUmYOXOm6tC+70QLHvt6Nbxp6SgtnWbaD4CSZmn+BqVdF118iaFaTsXh08Bm84o39PU3+IKYt+4TAEB+t0IMG1SA/xzaDQnA4EEDsfToAXXbAQMHAscOYODAASi9bBiOrNiPDw/vxp46F/fYvGeJZtiIkSidogUbNm88CuzV3BP6DxyI0kuHqr/X768FtmwEAFw8rDtONvlxpPGM7XXS7ejWNR+HLfYhGS8uuGga/lO7BYcbT+vWXzCkB0pLx6m/79v4CQDNvB+GpD5H/z1dAZzUf79yc3JxvEnvpkKCxPLyu6G0VMt28l7tRuBULfoUdceeulrkdytAaek5CIbC+PkapbLYpTNn4r7I+7C2hqOiloCu+Xk42lSPcRMmYvqw7uiy9wSe274BeXnK+0v3j8vDf85JX9bU+zB/w2cAgEGDBwNHle9Pcb/+KC0doW5P7zt67DiUnt0Thz7bBxzYExEsj6Nf3z5YW3Mcg4cMQ+m0gQCAZ3dqFdMAYM6cOZgzZ47xuqAk1Kc5cOAAd7tEsv6Aoi0d2zdf5C8VdFiS6mMai5/Peeedhz179iBM+UPu2rULvXr14gqlgOKAnpeXp/sHAJJkvPxf/2ur6gDc2n9GJHi9Xpw7UBHUbprSD0DE4ZjYJSW34+PTUatB2dpx2b5tilDl9XpVX8aMNP28ha425PF6kJ5u7G+XS9K3jbkeLpKyT8VhZUBvjkSO76xqwBf7TukmIbxr8Xq98DJ1zo19Zf0R/+dPp8Lr9SIjXWujZJHEXXLxryss69s3pKem1QgzfXHjK1phhJZgmNtHHo8bGWnKsmBY5vZhRloavF6vITqXbOv1epEeOUYocgyrf2RbAIDL+Dy63NbzWXrbTOoZ8YdkXZ+mefXHIcFQbrdyznSv8Ty2zxJFWJaYduufgRCz3k1dV5+uWbbPDNlvRMR38+bzB9hGSKvrXW6c1aeLYX2QeX64Pqcuj3L9kUnOWb3zMKBQcYPgKUtJHtsAc+/JFzQj4rcaCivn9lB9m+b1mpY4Jacj1yRLLp3SQIq81zRhqg00ZJmHuue0tlKWJNN7T9Y98bEyiVy9TxHeyDeB3ldyoM1OZdZFXJYmlnRNcksEgrYj6Xkm5s6dixdffBF//etfsX37dtx2220GPx86CfJtt92GkydP4q677sKuXbvw4Ycf4pFHHsEdd9wR9bl5Bvu6Fuvgg9ZAnPCzIwLfMCqCl1f5afnOavz4tfWobeBH8+vye8YhP2UgGEZ1vea3ajXImn3giUbQy0TWW2GVQuaHr6xzFANOB2bkZRiFFl4ENI0+Sb3Ck+W7zDZ3nG+WDshoZnK+7qisV/+2iqT2MsFgLEQJ67YQpGNNncNvl/Nj0EKNPxg2zWNqtW/PPPN0PFYYnr0og5+cBhf2jpS5HFqUA7dN8JPXJi2cWSlUGtJu4i55/eT+lv7lpMAFey9JG0jaN3JcXbEDl/V9kmAM3LQKjrN9b6jVdCS+VWEI9r0g33DSrjAn+Km9sj7iX2qWE1kg6Agk3cc0Wj+f4uJiLFmyBD//+c8xevRo9OnTB3fddRfuueeeqM9NPsC5GR5dwuy2wphE3JgwnP7I/jCSQzPd68Yz140DCy2Y2iVOl2XZtFQhIRiW8R8qob6TJOYsZA8196YDwdROWGLT/pxq8qNHF73wuadGM1/yNDxsahwWTbhzGFXtUMCjo7RbYkxFxgr5pDIWew76fo1n6mfHUzCN5hC0oOYLhnRR+XbVm8j1kOhzOsG9E9g8pWwUuyHBPvV3SzBsKejThFRhW7J9frTUSmG8tvqgYb3PgWCqfSM0IZ88IzyhkJh8zQRTLVepUbBUskK4TLOV0Odm33Xe9ya6rCPUxNsyKp+/LpaiJalMbYNPLUc8vp/QmAo6LkkXTIHo/HwAYMqUKVizZk2rz0s+wN+ZUGyo1xwPMr1uXQJ8q1x8Vh/RI6f4uTDpVEQBKi1TVprbUJGpwRdELqVJ7JOfaRDW/KEwCrI106uVxshMxiXL2dybVthtw67mVZt648tD6t+xlAUlGmCnwng0pWMJsSa397j1ggOpjEUgTaZLpLICUjSD9L5azReXK5hGMdC7WI1p5G9a00Zgj8ped7TzJLt0Uexkrr5F06o3+0PcKmU8SHe4bQTTf942FXe+ofiwmj0/ZgJgUaaMqmbl2A3+ILpkedV7yetLmpqIxYW9Xi2JviK4qrXuqaa5bK5JgnHSQ99jlmiExCvH9saflu3WtZWHmbWINxmLQxrfpEH8S4cV5aJLFIUYBIL2RtJN+cmEfM4kCfjeOcUAlJe+rbDSFpBx6q+rDhjWmX1MvR5KG8UpJ0izau8J3W8ilL7yw3Pwq8uGAVBM+XS1J6vKOHaQtsWiMTWMg8wF8QRTGp72mA3gMWuDK84aU5pYijcoGimtLzceOmUQcHkaUzafJnFRcFJOdP4HW9S//ZyUarE+Fb5gWLuVFqZ8spRozIhwbKfxZ7FKoA8Y83Le/Y/NVFtDjgtYEPcEl8v6+Un3uKgyq/z3wsyU/41ibfv73lfauTySzqq63mfZVtJ/dhpTIizTmmX6+eMRko3WHlJIZNtxZ1VeaMiZ3S4JOVSaMiuB1iy/qieKyXF7YL3wLxV0Ejq1YEo+wC4JmDJIKQ9XmMsPoGrN8QlkIFi2Q4mkpYW2rw6fBgCs3qcXIJXj8NGZ8qlBh5d420wTs3JPrap5DYZlXZnRbhazcjPBTDXlu/TaLsC86hCrPWLNVE40pjSBoPE8dgJZtIJmIJq6nBFi1Zh6qftz9XOrDOt5bgisYEqs0o402NT94D03ToRbHorGlNLyUc/vxcON5YfVwgJEMI3yfLYJ9qlrq65r0QUatQRCtq4GBNIfLonNJauHLi9rpjE9cKJJ956QSlKZlG1rOZNftWzzcUvhMTci4LETNtKEdC8JjuJrTK16PkwLppFn68+f7DbdXjm+s+fH49CH3uzdJc98W5QkTQbr1PylQjAVdGw6t2BK/N0kifKTit9HjBVEWFP+m+uOODuQyYecFkxp3zTe5lbBNYaa5BGsgk7oCjQ0WvATGYCtNbmAseIUu9mOSr3mpclv7Q/M05jaV5yJTmiMZbBzEtjCIkEyaA4N2/A0psybTSYKsmxvit9vY8qP1Rzqdkm6SQZrIn4l4k6z6dBpAJTGlNzPaE35zHUafEyp52TSI8t065oDIcduHeTRsfMxlSA5cnH5fLdWCpf2yTVjR2W9KsTxlMqTIuna2HvZEpngqab8yLfvyCm9i49Z8CWgZBFgtcDfmVhs0VrzSbIsy/j1e4o2mHYRsNoHMJ8k8so8x6MkbzJo9oew9aiStWRifxH4JOjYdGrB9P2NimB47HSz+hGLxT+Rxyc7jJWFfIygWlXXYtiGx1dHznCX0z6mdDYB3rfXLHDkOxP7wkuCH6iPf69M2VJjlMuJfAeMZli6P82GBHaQZgePN9ce1v1u8tmY8jmDmJ0gGa2gGXSgCWaJRTAF+AMsj6+p54TVmOrqldu0lxYC4imYVtf71J0l6EuSBkJhdVJIqnix5mmn5T6vjQhGBlM+qzG1jMoP26Z++vDr47rjuCTrNkqSPviJMLAwG8XdtKj6o5Rg6KSrv3F2L0cZBNh7ubNKyQpxMpIGjvT/gn9rrhx2fR4Kg/p2KvsXR741UwYWcPch2Sm6ZeutU3trGlRrklISWB84Z4aZ9pkEr2nZAmTsMilFnOpsPnoGwbCMHrnplhkYBIKOQKcWTM80K8Lcf78+rglncRJMf/TqesMyVtNnpcV0IuzQH+4Gnxa4wTPlmwk13bLSdKZi2gfQTPtj5Yer1jnnaKDNTMDRCoWHThkj7OlBkG9+tj4mnRPWiaaMbjP9N6tJpi85FlO+JGlts9Pm06Zo1h9TJ5hG0d887XOspnwA2BRxWZGY52sFpSW8fJRSXIOdGDkRS39dOhxDIuZvoymf0ZhavH9O0kXdEQlkIil8Gn1Ba42pxE/9lZ/lxT9vm6r+1k3mVEHevM9/dskQVSPOS+NGHoVgWOZqy7tH/K/JN0L/HJmeFoDelB9SXQGUc5j1BXmm2PeMnaDSqdus3h0zMz+bxurACX4QaXuAuHqNLc6P2tdaIGhvdGrBlIZoH3n+ifGikfGNtDLnrYtEYFqhS0UUoAcz47a0ULOrSsuf6XJJuuAaGq/DdDk81AE4bN0uZRv9CrsP7yMf7TQso30UeZMLK2HsuknFOJtKdu4kAIq+LlpeZPf8oOKo+ncswU8ApZGyEKRY2EvwxCqYxsHH9LZpg9S/iQDKmmppLhjSHYDeIgDYC0nKcSVTQZ78MnveaVoCIZ1g5ISPt1dbPjsuSeIGP4XCsq6KDy0YqlfAOSwJWspOdzv2h6UnGiUFimaTuOyQ54vudzuNKW3KJ/1Nni+zXYnliBVM2ftNTwxadK5K+vv6p0/2qNH7APC/lw4BYMxEEUP2u5ShggimTBo4gaAjIgTTCKrpOYagFqewOQp/ffkw022Pnraf3ZvlLuWJDbSAUb5NczNw6/xrwzptq9lgZz1WRXxMecFPJlqfeAQn0G1ihSlfMKRL20Vz58WDsfDq0Tph2InGlNZ40Voo9lI+pQJVYvMx1TSmvPudSQWrWUXl07/tAqCIwAIATyzdhTNMcYJo75ZZf5oJfmRzdj8nZlg6rybbX0SeSXPgT94SCDvOaUuYOaLIMsG+BGOgEPmbLsRAotqVRmv7sqjGDeodtps0kD6RZVnVIKoJ9tUofe2ZsuuBkGxMy0QuzUyoJfl83dT3RZZlg+sG/U7SVhDeJT5Zvgu9IoUOpkasJ2y74hk/kGhUwbRvflLbIRAkAiGYRogmIXysjO+vRFMOjJQPHNIjx3RbJ/50//36OHc5zw2Avi5d9LZL4kbQK1HT0asYNFO+sT+dakxjCVCgd2EFkscWGzWsBN4VOhFIWMGCYOW/aRXAAZibQIlgytt/YPdsw3YAL12Uc41pFlWK9ujpZtz3r8269dHeH96zLMEYoMVu7/XE9nkyS/hO2q0K+q005RPI/Zo0oJt1lSRKaKYnNqGwrNMWdsnU/Lcte1oVAKkMBpzvl+7diFzz36m8v1q6KGUdLSTbfYZCsjHQUctSwN9H05hSeZhDsuW5nEzq1PNGDstOAqzudypTU+/D0dPNkCTg7L5d7HcQCNo5QjCNEA9T/tvrDuGONzYaPoB3z1BMS+x3l/4Qsx9xOiKelDy04/BJRQNC5I7fXTVKXWcmIKZ7XEgzyTkarSkTsAl+chiVz5ryaa2gE0JhWSd8/WXlfvONOaNhtD6mSykNNOvDd8GQQvVvu8GVCJ70+SVJr8Fi+cG5/dW/0ylBjvUpdrkk9VLtBNN0r/6+f75L0/pWHD6NxVsqLfdn4fanBHOpK7J5rK4kZqZ6cro0B/7kwbB9pTQC/Xxau4FI3OAn9lyDqQmr5mNqJKyu0yaXBzl+lHQgETnvX1bsU9eT+x2WledXpzG1DX6SNFcTKsgIMJ9cv71eEYrpCVggFLYMqtO5Kpm2BbrzqhrTENGYtk/BlPiXDu6eYxp0KhB0JIRgCuAXM4dGVdvdjHv+uRkffn0c/1ivjyJntSS8D2sGI3zRHyCeFoQn5KzaW6v7Peusnpg2TPHXo4Xl/pSpNsPr1qXK0pWMbIVTFi/Iw8yUz0bV0v6eAFBSmI1ocXofeVd4ijFd86AFv63HNZ9dVmNK17S2C376v88UYYE1aaabaA5njOihFoYA9BpTNtcloJUHtRNM6cTmgP55vfLZL/CP9Q7TnJHzcjSPEvhBbACtMY1FYy+ZTjLJrVFLdNo8I7spX2xn59aXYH33p1MM25D3ghbuyf0gkxidXzZ1bJptx+p0vpNW2t1AKKz2CfkOZFP3mBZEA+GwYWJihS5dVKQ/VQHR5Pvx+hpFMKW/L3aV1OhvlpnGngjq5B6wGtN2K5geOQ0AGFOcn9R2CASJQgimUD7STgIinHK6ya/7rWkU9FGr9GebFkxDYVknxPFMuPtqGg3LFMFSb47n+dORTUh+Q82Uz2hMTQa7HZXmA7Z1VD5/H1ZQuvXCgbrfRAi/5fwSdZmdOZnus7QYTcJW0G2mB1hZNhf87DSmf/x4F840B3T9LkEyBIUQzu6jj9C10qwClAbJpu8GMhOB1qZ+5E1wJAANLfx8tGRzp5WXWEx9TCP/O9GYAnr/YKfQwthEalICKIITeddIWiS6HbxcymZ9f/XzX2g/JFimtvIHwwb3BTpVHW26/92H23WuBHbQpnzSbjtTPoHWmPpNNKbfmdAXACOYmhxPM+UzGtPId9duIpKqEP9SIZgKOgtCMIXywYpngn3WZ1KNDmU0prRQkUEJT+yAyfON4glbITrdU+T4vDRYIUazQJvy6ZbHZsqPaLs4Guj/fnVM/Xv2eSX4+YyhAIz9xWoIScL3Ub3z1GV296mRimw2E+wAZ5HePIImgqnSNr77gpN0Uaeb/Lp+33DwlKnmiRUwzTSrbDtDUT7jrUkPBWj5JGkkADkZHuPG0O5JLKZ8CTBN/UaCiui8m/5gGJsOnYr6PDT0JMlKlg6G+LmByUSGl0uZrpRFQz9LLkmytG7Q3zcyYatt0CbP9ITmtdUHMTSKsszBsPZ+kWPbmfIJrF84z6IyvJfyzjupdx8K6wVio8a0/QU/hcOyasofJwRTQSdBCKZQBL94mPIJrJ+hlieU8aWk/qaFDNbfSqkxbi+EsIKlXmNKp6eJ+DK69UJkMCRrfms25kEzNKGCDAraeekUWPdePhwlhVmR9jgbMKqpaGU29RI7qE199BP1b/o65kwfrG9v1IUuFWjT4+Aeeg2jmWamxUG6qEafPuhm8VZzf85/rNO7jLDuICwuzj3hwd4NqxKwf/j2aMtjAeY+pmZa79aY8gFzH9NFn+0FoGn8/cEwfvnOV7iKU+Y1FiRIllH5mWlurhaYCE68QhdO5gQSrK0CtMaU930zm9DMOqvI9txh2RhMxkbls+VmSYJ4+tICQb7GlJfFwLQtRDA1aEyV5ftr2l9y/QMnGlHXEkSax4VhPZ1PGASC9owQTKF8rLW8m3LUUccstJBZkJ1m0MbyDl9VpwldPH8rdrbP07ywbXdJWo5S2rTNBgkQDZ0/FNalp4nFx1QVTDm5JOnk8xIVCBIMhw0uCDxo82M0yeppYeDys3ty2xsttHDXI1cfnEYLFqcotw628hePJj8/SftwzqBUyVQOs9OYpqkTpPhpjsY5yKvIux4JwCUjehg3Bl1iNQaNqeQsHRSgPO//prT48eDWCwcize3C9yf3M6wbUJjN7QsiOPHuj5OSpIrG1LyvAiG9KZ/9vrUmX3tQNrpOhJlGzxihF3CvHq+Y52V2Ms45PhvABJj7qpNuczPBT6Q/H/loh5NLSimIf+mo3nkxu7YIBO0N8aQjojHVmdJbN3DTA4s/GFaFSBIcIFslJ4Tii8oKr6yGkKfpC4VlvR+nxDepE80C+XATU34wFKYifZ2lTTKDZ5aktTqSZKzMYseVY3vDKynbRpOsnj4vq1WM9Qqt2vxJxH/w8MkmvLrqgLrcicb0g4pjulrld12iZHRgA5J42A1cXiYAJh4MKcrFoh9MQHaaubbWTDDt3y0Lf7x2DHcdYO2CYYYEzd/S7jrbIhimb9csbP3tLDxy1dnc9TwrBGkHeR+4GneLB1WSrFO7BUJaOiqeLyerEY/m6xcKA2mGdFHKOjYIicCrPsWzCtH70t/Urcfq+G1hfFs9TEnS9pguquLQaQDA2OKuyW2IQJBAhGAK5aNI+7P9bc3BqASfUFjWlRulZ/e+oF4bC9hrQYIh2aAVcPJRZfeTTATTICOY0nlMyfdfkuxTxfBgfUxp7S8tOLkkSfU9dKrBy0xzg8iYdjlBaawEU96ZnVy2lWD6zgYlap0uZAAYCyzwzvO3NQd1v8cUdwHgLKes3TZek7RgLKx8kGfiC0q4bFRPPHSlkpqMBNTRcCc4kUU984x1vw9EfIpjyaMLOKvsBJibyS8Z3j2q87GHoZ9z9h7zNJvkHdFM+bTGNCJsWZxfgmQQeL81trf6tz8YVrXpvO/IAJOsF07cXEKyMWhLNalHdmfvPwkCDUejMaUsFD9/u4LbFtaUT7o6nhaCRPPVkTMAtO+AQNAZEIIp9KZ8AHjov9vw9Me7LfbQM2L+Yoycv0T9rdOYhsKmUe9mgh8vpx8riPHMWSFG0ypBM+/SWmA2+IkMiH5GY+qEF2+cqPtd06C4JPAio7tmadG+ikaWtFt27EtHAojfXndYp3mx2p/WvLFaON6gZeUnSLCqaEWizVktJ+t+4CxfqvK/EzOeXbBJrAF+dS1B/N9ney1dXK4a1wdlP7sAr/1okmEdm6UCoPPdcjSIJBgoJh9nietX7ZSfDA8hwya7AY0sy6rGkdf97H3jXdMvZykV4NI4vuhOZCrJZRR46SIJ+uBOvQCYk+6x9U22yiM8e2jIUEyDjY5nr7nZH8KZpoDunaVT1dGw5njAPLWUOuFmNLVsnuT2QjAUxvbjinaYTaEnEHRkhGAK5YPqphKQA/qk6VaEw7JBC8Ga4ticnnZCWCBkFDsdaUyZUcxFlSqk9w9F2udWg580U5yayirSF7zBlg5mmDmyCL+8dKj6e+3+kwBgcF8AgO656VrbXJTGNCRj5R4tB6uZwC5JmmD6wuf78O5GLZ/mAU5icd55WUGIN2hZJ0k334/QGNGeZzLmbTZdlBPzPOk/nmDKCgx2gq5TgY036Vn40Q5ublSCJEkY2TuPK+SYVX5SzmWEPF926a/OG1zAaUfsAjgA9MmWkWaRx/P568frfj+9zHoC+4PJ/QEAwyKR7rx7dPW4Prp19PdDjcpndvPqUooZn2t6+wAV/MSazG8+f4Cx0cwHqiAnzbgNgLkzBmNwF6NVhg1+YjWmr60+iDG/XYpjpzWXFeX7pJ33fyPCOhvABM61spBrp78v7ZG9NY3wBcPITnOjpCD6XM4CQXtFCKZQPoqSJOnM+U79Hnk5IVson60Lh3bXNKaRYx6NfJBNTflho7+VE9N1gNJ4AuamfPKdVjWmkfaFZU24JW3jaQ9Z0x9tKidmX9Z9AdD6lCT9p31Md1rkRlWvBxLo+J41e0+of7+59pDpfv26ZantZgfJaDSmL9wwAd+OBG7Q+7H5OIkGjRXSWB9TJ4n8/Yz/Ic1j39FHxNv5BJvl92QxW33ghDF3rhN4QvW200pbSSocGvoyrMr2Pv29cVzXAdoCEAsZFkFkl5/dS/f7KRvLyl2XDMFvvjECf7tF0SRb5Rvlm/K19XdMG6j+TQvd9ASUh58JftpXq93Hm6aWmO6nBjKaHJu8z7Tbzt6aBuyKFCZgfT1ZGqnvJG0lyvC6cEckewbrJ2rVHgJ5N8k709p0Z8li6zHFjD+yd56jybJA0FEQgim0AYyeiTs1A/I+erQAMv+bI3Xaw4MOBvdA0KizMqRH4nxrmwMh3XKXJHH9Com2jwgydOAXiRwnPcH7IAaZvqE1W/8T8W3jaWplRiCmo/IzHFSboTWmgHPBg3TJlWP7GLSMPG2Kmebx0rN6IjcieJOBsrbBh5+9/bVuOzIxYaPko8kkQAgw/oc0dNlawIGPKTG52kxyeMEpSltiE/R4z9CRRmUZm4Qe0Ps2HjGpDgUAhTnp+MdPpuCFGyZQ+1J144NhVDOZCwhW6ZXsshtEQ5csL265YKCaucFrIWDwUqyROyEBKB2lRLcXZOs1mErwk7HNREt7yYgeqrb8P18fx11vVWjHdyC0mWkoTzb6de1uDoRwyROf4f1NRwHQWT/shSo/5WJAuyHUtyiTty8jlhjAfkLXI0exkPDcANoTW44qZvyzegszvqBzIQRTAD++cBAAMJH5DoUenoDo13JRZqe7dRqFR8q2q9vRH0xaMONH5TtJNRQyaEzZUoSAphFTBVNq4CHCniTp/bVoWAGLHsiJUOHhBDaFVDcB1gdMX5/bbBxzSZJeMHUYAKUGm0UG8C9/fYnWJs6gZaWd0GqdK/t9xjFvNwf4PofRBNQRVFM+p01sO+PlY2pWGSrWbBU8wWRoF+W6xvS1HnSbbaplAUaXCdqPePrjyw3bj+yVZxnxb+dz2RosNaYc6wZ9K8x81ZX3gjHlA/jbLZOw4IqRWHj1aPXb9vmuGtVvEeDfa3ZJfxMz8t++VPLokmM3+vWWA/Kenze4EIU56bCC1pjSV8KbmPgt3iOvW9J8W6nvi13VtVSEaEzPogqLCASdASGYAhgbqahBm4ic+iXxNKZN/hD1kdWqsgTCYX1damqA+fLXM5hzM6Z8E20bLVQ2+0O6YAklWle5pn9VHFOFYlVjypjyAc0PkhyVJ1QQjQiBrq1NZCM6BRWBVGMiAhqt0aCFCysFh0fSB5Y5gS0BW0RpGnnJ5q1M4mxABU+IIcI4ex0tgTA+3laF7/7fahw+2YTeXSJaNJs65wBfoGEnDfS9+tN14wzbOy3FaebGwk6OJvbvankcs3YCwLUDyQSI438apdVSpwVnzNq0uZiY/e+YPti0zyXEXsLWicmYp9Umzz4v9y/5DkigsypwtPyc56NHbgZmnzcAXTK9SDcRiNkcvDTkPvzuylG6HMQEg9sO0y7yOGamubFm3sV44IqRpufyB8Ncf9oLhhQCAHIpf+xrzyk2bzMl1tIV90imjPZCOCxjWyQt1igR+CToZAjBlILWOjg35RuXsXkBPZTGdPPRM+pyWuPXJdOLoUU5ke2M5/aH+DN+emBv9Id08qxL0gvbL3y+DwClMY0MKLTm7aMtlZHjwrCOcNu0QbrfvCAVLWm/1qCHP1QE4xW7a3XbhMIyulHmyex0vsaKNeWTe2SnDaE1pixcjSlnw7KfXaC0mfGd5bkg/DDit8cKKi2BEG55bT3W7j+Je/75tXqrrIJ8SP/x/OpYAZou/fk/Y3qzm0fhY2oS9czsRxKl22GWx9RqfTTQkwPFlG/9WZMk622cuJXwcHIdvIkeaT+3JClly9esEEaNqZ0bB0/YNss9y8rXPfIy8MINEw3b/fuOKZF281NR0e+Rx+3iuqMQ9JlItP1Iu7tQGT26ZCp/nzvQ6AZCQwdONfmCltumGodPNaHep1R8GmzhZy0QdESEYEpBfzid+iXxtCSsSYuOet9PBR6wJnFacDCY8pltea3zuiTGlC9xByQ2XRQNiaone/EG2zkX68t60mZRsrWTEq/k2MfPtOBX7yp+mtlpblNBTQK4pvwXIwI3C9GUapoYnr+sMx/TkRFzmpsJxuBpTEm0vSGAjbqHVXUtumAPM4h2mafhYwVou4xSTvN7mpvyY/Mx5VYpo07x9PfGxnRcAmvKN9VAU+e09jGNzZTft2uW7TZsINB3J2rCPU+jTfuYpqn3T39/aJcdehlNNFpgcn5a+0jfwxkjinDg0W+gT76Sg1arLqefILKvkdeiOpU/JKsaefo4bLlTQBOc03j3iTonnZw/y0EGjFSCFBEY3jNXVHwSdDrEE09BR1c7NeXLnLG60RfUBhRK0xFghN0sRjNIa1aNwU98oYD+9p/dt4tuP0Vjqh8dQmHZEPzEY2+dso4EONCwApG+opMUWWYUgtiymvRgRzIV9OxiZVrUR+X7QzJq6n3YeOgUd3uiGSRpjpxqTNl+oU3FZNB8bfVBAHyhkiQQZ+U7WlMZDGvFEKwEISLMRqsx5aFOFmIOfjIKRE7gPWc+SoZxKgiWMuVkCbpSt5KzwhBWPqbxDH5iYd/HTZHKPso6oymfdkMx8091O9CYbqEsNQSzfuJNyul2f7y9ilnH15iyxyeuCDz8wTB+9uYmAEA99R3mpTjTLA3G/uBp4kPhsGVlslSE3C/hXyrojKSEYPrss8+ipKQEGRkZmDx5MtauXetov7feeguSJOHKK6+MSztOUEJYwGFSZp7GdGiRXgCjNaY0UxlTFB2Va1eSlAgPvmAYN07pHzm+bNSYMoOZPxg2BD/xCMjm69g1PKEpze1Wz0cg/mI/uXCg6fmthApWY3r8dDPO+d3H+JQKQFp4tVYK0hcMo9EXRHW9kvSf56fLThYArWIM4ZGrR6l//3OD3r+W116S7sdK6R4Iavc43UJj2reropXiCR5stzvNY2pnyjdzjYg1/RKvXT2o+YdTbR5JIcRCTxycRIAD5qZ8STJPF0U/W7HCCpe7qxu0dRxTPh2Bzru2eZcPh8slmaZkUs9T1WBYZtZTPFciq+OrWRCY/dj32+oYgVAYh04acxGncfxuyTeOZ62gX0fa7YaO9G8PEI2piMgXdEaSLpi+/fbbmDt3LhYsWICNGzdizJgxmDVrFqqrqy33O3DgAH75y1/iggsuaNX5Lx/F18I4SX1X3xLASyv3G5bTHxNa02HUODEfbspUZ5fHlI5WpSPg1cpNkUOzA7AimBo1pqw2MxrSKE2IFvxkboIjI6JTIYI+Ni3DEYGThq6Q4guEdZpvnvaXlyifdXG4ahztS6m/L7znJMiUXBwTCa6jCYQ1rTjPHxRQNITEj5NnBjWa8q3702NiCmb51CSRPqtpdXr3eJpcusopO3laS6UG0p+Pf0adj6nFxEbmBBIZz2EuKA/q3npfP6tnnjXlb6Nqwpv5xRL/Q0OCfaavcm3KytKozwdHyONhlu3BYMq3CvIz0eJbpZ3jab15wU+hsGyblD+VkGVZROQLOjVJF0yffPJJ3HrrrZg9ezZGjhyJRYsWISsrCy+//LLpPqFQCNdffz0efPBBDBw4sFXnj9VvDgB++59t+POnewzL6QpKAF8TwoP2y2T9/OqZJO68akbBUFiVm4jQwgYc+EN8jWmPPHMTOovBf82tCQaknTwtiiaXSobzs/z3zvON5wXgtRlfAiGtLrgvGNJVMTrFKY3Jc9mgA77YEptG4cC4PxmgyS30uPiaa8LMkUV47/apBtPknOlDqJRenEE4SsGU9Y+Nlnj6mNKwguAsk8miGXS/OSknC1gHP5kJprGk+2I502yeg5MV8P5JVTaTwBfs1GTyNn6I2TwfS5Ou4mWqsOovs3XsxMmuCAAPdYJLfVNVU75NkJp+wm65aUpRXe9DbYMfbpeEEb2EYCrofCTVvuH3+7FhwwbMmzdPXeZyuTBjxgysXr3adL/f/va36NGjB26++WasWLHC9jw+nw8+n6Zdq6vTNBG+QAiBAH+wMFtOoMto0tB59gLBoCqhsL5b5PjkfzLutPiDmP3KOt22jy3ZiR+f3187h1/Zp2uWFy4Qs34IvsixpMhxXYwTbLPPr7QJAOSweu40zjfeql9ooUiStet9d8MRLLxyJFxQzusPaucIRTILyGFlmRw2DvSyLCMQCGBYD2MgSTAYhJ3VtyDLg3SPSzHjN/vhpdJL1da3GK4pEDLef3r8nzIgX7eeFv4CgQACAWO0ry8QVNZF+lmCjAyvS+9jGgqrgkYoGMLZvXLRNcuLyjrtOW3y+dVzk/7Unccf0LVNooRkpW3s8yXr2hctvgDrTmL+7jAbcher7WKurUe2h3vcUMi+3TL1TLPnIYJNMBTi5oXt1y0TOd56wztDkDjHJnx3Qh9HfXH8tNFcTfaTZPLOKP3qp56tvDTy/Eu670hjS+QZYd4lth8yTYQ4XpvJfSbvKQDD8enni11n1gbJpF8B5ZvHa5dEHbupxY80jwtBkm6OMymUJOp+h5RjhsKy+p6O7pOHw6atSA2IpnxgYXab5tQVCFKVpAqmtbW1CIVCKCoq0i0vKirCjh07uPusXLkSL730EioqKhyfZ+HChXjwwQe56yqra1BWVhb5pe8ObTmf42f43bd3/wHIsgRAwifLlkVMWh6Dpqq8vFz3/4kaFwAXKr7+Gr6g8YNEt+dYo3LMQMCP/fv2AnBh864D+MuJ/QDckOUwysrKsK9Of13lyz7BvmPKefbv3Ysy/27duY3t0/ad0TuMDI+Mjz76SLdddbP+HGVlZajzK8v8wRA+/LAMkgTs26+cY9++vSgr261uQ9PY0GB6Pz777DPLyjkAsHHlJ0DIDUDCsuWfoUuadpwDlScNxz5eWW24z40Nyv7kWmj8zfp1e5n+BYCDh4+grOwQNp2QALhx6uQpIATQKqqWQBCSHAQgYeXKFdifDdTWu3XbfLX2CxxVkhVgzzHlWDSffvYZdlLy+4FD2j2k202er8MHlfU7d+9BmW8XzOiZ6UZls4RBuTL21mvtOXLsOOhnZF3FZmRXfW16HMLuM/q23zc2qGtXZRNA+jDHKzN9rvXtihUrsM+0ZLiyXfWuTSg7ugns8wgAJ08q/btx40acOSWBfd5/MUwppfl1xSZde4syZfTJklGzbQ2UVMDG9z79zCGUlR00a5zKkcPG94y0b9sppZ9qT55GWVkZjlD3M82l9JcE/TOydkMF3Ec2oTGgb9fBAwdRVqa5GTXXG89b3xLkvmu79+wD4MLx48dRVqb4VJ9o0W9D36NVKz8Hr0/27duHsjLNorTrjPEZVtdFzskeXwmSU4794UeLke4G/lmh9MHBgwcN1xQKBtXnauUKpV2hsIx1GzYAcOPMGWMQWKqxI1KeWWhLBZ2VduURXl9fjxtuuAEvvvgiCgsLHe83b948zJ07V/1dV1eH4mIlSXNufjeUlirm2rtWL9XtV1paanlcdntCn77FQPVRQAYuueQSpHtcuG/9p4btZs6cifLycsycORNerxdL6r/C5lNVGDbiLGCfUTCn27P1WB3w9Ro0BCSMGDYEi4/sQcVJFyoi7nketxulpbOw+egZPL31S3W/qedfiIeeWQUA6N6nP0pLRwAAPm78GptOVBrah9Vau5+/7TLu9R451YzfVWia69LSUpxpDuD+DZ9ChoRLL7sMXrcL6z/cAVQewuDBg1A6YwhONflx/4blumPl5OSgtPQ8AMb+nT5tGta98xm3DQAwc0QPfOMbY/H4zhWoO9WMc86dqgQPrVf2WXDVOMwY0UN37G4FhSgt1edo/L8Dq3GsqV69Fpo/7/0C1S2N6rp1B07hT1v12u2inr1QWjoG8uZKYNfXKCjoBv+ZFtRRfsEhWUJamhcIBHDhBRdgWM9cw/XeeLV27prVB/HBwZ269RddcCGGFGl+jzs/3oOPj+5T2xYIBHTP19eLd+KzyoPoXzIApZcNM+3Hp3d/ATQ34rffPQfXv7ReXS5n5gOnNGvD1qYu+EPpVNPjENYdOIU/b9P66PtXzMDHH3+stuvgySYs/GolAKAhIOn6nO6Tqeedb+pzN2BcPY6dacYlw3sY9rvsssvhckl47ehaoP40Jowfj/0bj2LnGb3Fg7yPUyafgz9v26gu/9U3RuN/xvTitokwduxYlFLbmHH48/1YcmS3bhm53vy9J/B/OzYgOycXpaVTcWrtYXz6HyX3r0tS2pexaQUClFvP4OEjUTqlP+pbgvj1+k/U5f1LtHcbAP57ugK764x+++Tc9DX17dcfqDyM3r16o7R0NACgsq4Fv930uW4/8nzNuHg67ltvtFwNibznhB4HT+HZbesM2wFA7+J+QKXmukDa5Q+G8au1HwMALpkxE3mZXrWtJ135AOp0x/F4PZg582KUl5dj+vRpwHrluRo9ZiywazO6dc3nnj+V2FGpXNOwVvj9CwTtmaQKpoWFhXC73aiq0qcfqaqqQs+eRj+zvXv34sCBA7jiiivUZeGImdDj8WDnzp0YNGiQYb/09HSkp/NL4gXDMrxeL3ed2XI7QlREu9frRaZJwnhyfK/XC6/Xq+blk02cv+j2fLRNG2TSvMbbKEnk3Pq62rKkteXvaw/joauUgec/X+uFUnI+2nRo1h/ZGXpTntfrRRbVB7Lkhtfr0Wpnu93wer3I4NwSSZIs74eVKd/tcinHjZi/grILbrfWN5eP7mPYJyQbr4v212PXeSl/Wq/XC5fbeG+DYf06t8tlEhUsqcfhXTO9LD1Nv35McT5G9MnXuVSked3cfdXnK/KcyHA5erbTvF5IkuYru+WYXgiobvA5Ok5upv5Gp6Wl6dqVnaF/Rk2P6XKbrhvdrxtGm5xfdrnh9bq1UrgeN9IZE+lD3zpLPXYW8854PObnjWYbAMjJ0G9z6cgidb+MyD0ORL5JvfP17ixer9cYzBh51rIYzSF5Fwi5mdbfuDdunYzvv6hMYInBXXJp72Jmepi7n7JO31/qNm59n2SkGdswpEcOdlc3gI19Ivu53VSWEbdHd7zDnHKlLkhUf2rtCkf6xy6lWiqwM6IxbU1AqkDQnknqW5qWloYJEyZg2bJl6rJwOIxly5ZhypQphu2HDx+OzZs3o6KiQv33P//zP5g+fToqKipULWg0OK23Hg0hJt2TXSoXdTuHtcwBoPJMi/q3VfJ1w0BG+TlaBQSUFuvLhlrBTxelLSNBM0xQPjdC2Sp2hY3KN9tXH/xkfi6AHwg0lhNFT+jXTRMWZFk2icqX1fWAkn6Kl+9UZjIoWJHG3OPnrh9vzOpgc6/odGRWkGwCLgnIsMgx6jTOeVQfa5OkVU5RGl4aIyeQ52/9QSXfbVWdz5CcvfRsTdtpiHBn+rlHrnFG5SR3KmBMcVSQowlPJFCRBOSRR3N8v3zTtjVHqszZ3ftcmwTzUwcVoihPuS5/0FiQwio5vml5VwfBTySAyR8KY0KkxC0dzOZySWp0P3v/G22qOdF9Qp55XlW3VMIfDGNPJIXYcGHKF3RSkj59nDt3Ll588UX89a9/xfbt23HbbbehsbERs2fPBgDceOONanBURkYGRo0apfuXn5+P3NxcjBo1StXERENrovJNj8kIO05TlZjlOwWAkcxHim43V8CL/M8O+mbXe92kfrrfU3rIpsdm4UUxe9wudUAhwr+WLso+Kh8w+li5JMAiRzdHMA1TQhZ/R14y8bsuGYJrJvTFP35inBzNKx2u29dYCgE4FikWoKbugmTQ0AFGQZ13LQR2csPbh1c+loZoiw6dbLKMMCddIkmSZeTz67dMtjwfQZIk/O3mSabrneYxdTJhI9ATAXbyuWpvreU7ybaH3fKft9m7L5jBRs//5ELNwuOl7s+ZpgAOnWw0nJ99DohgavcudcvmW4x0bTMpeaq0Wzv+498Zo1tndm4nUfmkuII/GEb/AmXS9/OZQ5lza9H1NLx3t54SVnWBiiHnk8Bksq+2AcGwjNwMD3pbFBsRCDoySRdMr732Wjz++OOYP38+xo4di4qKCixevFgNiDp06BCOHz/eZud3WnqUEAiF8Z1Fq3D/v7aYH5MS/kglGifCqVUZT1aQKI5o7vIyPNxUMWRQYAdZOl8gnXKK1WqRD3isGlP63CQHa3Mk2lfTmFo/fi/dxNbnlixN+SQN1cZINZ1PtldrWmGTy+BpTAty0vH4d8Zg0oBuhnWFOVqfhcIytzYsCV6QVQGPnwxcbTenbewiNu0Xbx+7SQQRLpbvrMG3n19lul2YqjZkVgVp6c8vjCr59zkl3dC/IAsXDe1uWOc0+bmdppemgBLE2FREN5xbYqmlZZ9ntq+Lu2WhMEc/Ceblw+UfW38wOr8onVv1gf9sxSNlip/5Bqo6FPs+f/ec4kgb9SnJWG3lzRcMcNw2bpleqt0GwZ1TyAMw3i9ukYhIO/1BOtUdc26XebusoN8Hkvc51TWmO44r345hRbmOtfACQUcjJYKf5syZgzlz5nDXLV++3HLfV199tVXnpj92tD+dGesPnMK6yL8Mr8tQ7549JiHD60YgZGd6igimHGGJTbDfNUsZGGeO7MkVerUE+/p19CD92/85S2sfY9pUhUcHZlYzodvrVvqHCP/vblCCG3ZVKR9fO5m3O2MylSR9KicDzLq31x/GnIsHW56rpNA0zJuLXgsT5smlKmF1oJVMTPnOz8tmI+ANsPYlSbV9thytM91OptptVi40Pys6/+sMrxuf/GIaXJKS9ojGyeQHiE4wocuUkkpc/bpl4dDJJmSmuTjCp4XgxZnVsJMqcg472GvVmcupNn195DR3f3byQVeZ87gl+E0U4TkOasUfOKGkslp3QImgpM9Em/J5Fh0v59xsQQue8EryNftDYZ2FgUbNAx3FxATQWxA+3RHxyU9xWY9Maof3Ev6lgs5L0jWmyYbWTlr5URHoccFM60JrYcnmWQ5qNVuZ8lnBlGg+0zz8coR1JNE9qzENyRgYEcYKKO1fZpqJYOpAaKAHV7qKEa/ONQB8tKVS3Y89Pj0oGddZC7PRjDn/uuM8XDepGA9cMTKKvfRtCoU1H9NeWTIuO0uf9kznq8kz5bOlsCiMVcHsTfl21X1YwfVEg7FyFt0uRTCN3yfC7ZKi1gLRvpGTBxo12GbQ75s/kj+XaMddkmSTMJ4VHo3bsAKmU6HJ8rzU/TErgkA/B+w3xe5dZSd6ZpCKag2UWZwW8nhWJt4EtpmRVHnPUn2LknN0xe5azbWF1ZhGjs32yaNRlIgl1hq2i6Iph71161Z8+9vfRklJCSRJwlNPPeX4/E7ZqUbkC/9SQeel0wum9EfWTHPz/qYj+NazX+D4mWZH/nA8k2Omg0TJdOWXLpEo2kU/mADAmNycaD7T3C6D8Enj1MeU1ehFY8qnoQVTXjlBFvb4dMUrVoix05iy29PmVlYLM7Y4HwuvHq0Tzp3gZgZouswlW2NdC27iC3hmAzEPu4AcALhybB9MH9Yd91FpgqyOMeHhj7Fydy1a2MT5DlwQzMqDxpu/3zoZk0q64d2fTomq3vmdF2tpisikjvzvdkmG95ieDLLvDO9K2b50qs3twkTH0xXiaFM+W/lNa5t5v1sJvQDU4CanfLLDmF4KAMIcwZR37hbG/YjnZ72rqkH928yCwFbOI31/0TCjW4gZJMiMfn+jLYfd1NSEgQMH4tFHH+VmjYkHag5TEZEv6MR0esGU9rk00zj8/O2v8NXh05j/wVbdB5jVYqrLKfM++RBW1rVwt6XRaplr5feIwMgGfny2S6lnvq+20VKr5VgwNTHlRyuYnt1X8zskAy17zqvHaWmb2D4nGhQebpcL6W5zAYAc6o7pSkDJN0f31vl5xgNayxsMaRpTCUAGo8HSTOLgm8SNJcm18zC/2YGfF3SV5nHhldmTcOuFA7lt593LH7z0JW56Wa8logPGeC4IiWR033z846dTMLHEubYUAGaMLNLdp1BYRm1EQyxBMgh4eZTAaCfgARzfbYdBlJOY66AnxvQ7ePikMRUSoNdMsneT9uFkJxsA8MhVzjWMVvA0pjyBmXVzstO+k6OaBU0RjSntImNH14jLSV4kTRf9CkRbDvucc87BY489hu9973um6Qdbw5mmAI5Hsq0MFYKpoBOTEj6myYQ2wbltApToFE2AuWBKawqICYzni8pCPsC0wKNGrTID37HTSlsOnWyy/OCzkdr+YJirqWO1GWSdE1M+AHw1/1LU+wIoytMiSdna38SH97ZpWiQyKyw1tJj74XpdEnplmreBHInuM1qjGS88biW3azCs9zG98dx+eGud4kcbpupzS5JRQwfQGlNzH2ECKyzFUu/ezFXly/0ndb/Vgd9loTGNs8L0ldnn4PbXN+KDOefF7ZjF3bKwv7YR/lAYp5o0f8e6lkCrTfnsRMNpxgDe+0hwUn7SKoiSdul5a91hPPptfWbXaP2pzeA9ezyrjZ0pv2/XTEzs3xX/qjgGgAq6Yy7RrWpM9WnYnDyCZ/XugpV7atW2EGE21nLY0WJWDltX0jXClqPKe9i7SwYy3fYlsVMNtgRyR6MjX1+irs3p8Tu9YKoLfrLZNkA56PN46aaJuPmv63UaUyLYkfrtVtBO/uQ8JF1PKKxofchHmmh/rh7X1zRAhQcr4BJYV4Nogp8AoEuWF12YgBjWxzTT60aTP6QT0tjjN5pFb0AZ1DM8wNu3TsK1Lxp9wYiApwrEwTClMY2fJKUIAOGIj6k2mPakTKX0PZTA1xZFM8CyEc09cqNPJeNU+y3rNKZmpvz4Mn1YD2x/iF9ZLFaIEBcIhnXPXKMvaBCkXJKkabANz4rxaq1cAexI87hUgZT2E3Xiz0sL1Gw77dyMnOaLtYOvMbU35bPtLf/5RXh3w2FVMP14m1JoxUwTTPo4HMU7Tfq0KaBMeIlgeuLEiajLYceCWTnsTz/9FFlZ+gIKKyolAG50dTXZlsNOZUhJ2I5KR76+tr62pqYmR9sJwZT6yF42qifeXHsYAH+Q8AfDlknpiZBFC6BEGMjL9KKmnh9sQqA1jOQ0dDsCoTDcLr2g8OHmY7hgqLE86zgqKTdNwEQ4NviYRv53qjHlofqYqgOKMacoG7nrhIEmmh9yVC/tEsGsiwe0Bod+HDy6yGVZZ5q0Ehp44yurgWO1ndG6WAD8dD087IK22gvs80eYWNLNUDVIksBN/aWuY3DqIsMjza0JprSPs10eWsDazcDuXc3wunHR0O6qGxDLnRcPxjOf7OGuo+GlxuK1y4mpvfTsXrj/g60AtO+mITG/ix/85GSuSZ7fJpLvNcEpmMzKYU+fPh0FBQW6bVf/exuw/wguOHsQSmcOYQ+V8rAlkDsaHfn6EnVtxGJgR6cXTGnu/+ZIdM/NwJ+W7eY64vtDYUsTqlc122uaAiKs5GV4dIIpT3Cko/JVjSmlDQ2EwgZB4bpJ/aLShDzwn23q3/Qnmj1urMFPNOR6Ptp8HNOH9QAZz5wMwE6Oa0Ai6ykBn3YCjRPk/HQeUwl6wS9Indvl4vuYRmOMj0clRau8sbIsqwIBrZFiA7oI7SHHIpkMBEL6Cl056R5uEn2z+8G7UlbI56V4M6M1jz8tfBo1i/YPyUs3TcTg+z7irivIdlaghCeDs/3Zu0sGfnfVKNtj8SZsbP+oE0HKQgE4e6WJxYmY8sljW1BQEFU57FgxK4fNK0O8t0YpqDCid5d2LfiYlVjuKHTk62vra3N67E4f/ESTlebBD85VKiAR39Mmv+bzWNcc0H0YWcgHtJoSQMlHNo+Jxv3z98cb9ve4jQMprTGl/dF6RaqCjO/XlRug4sSnlcYgmJI2tWIUJUmt/7H+iE7YbqVcaqp9JJHitKasbTWmenM93VeBcFiteX3oZBO3zWZ5G3nYuYE4wUpjSh+f1myzacTaE2ZZISRJH6xz+7RBjl1WCOx7YWaJ4FFn4Udth84FweCHbP8cWU003Q77gBfdT0+OC3PSsWreJRhuk/LI7TJJ22UIftIm7LRiwCVJ6Jln7dLCakzJpDjacthtjSzL2B0pRTq4R07Czy8QpBJCMGUgZiNZVjRi//nqmLquriXoyJRPQzRLbILrEK+6ClXLnAimbpdkcP4HNOHB7eInQd9+3JnKnGDmY9oajSntJtHgC2ptpgaec6PITUkwE5bZogJKdgOyLt4+pvo8pqTCF53a5u9fHgKgJLM3cw2h2219zta33+oYdVQ2BDqbgJM0Z6mKWR5dQK897ts1y7CehudXzr7r0VaQixW20AKN05zDZhYWq2MDSoDaTy8ahG+N7WNYR0+8nD6qaR5joQPAOIl0q99FGUu2ahpOSVLaZAV57840K883/e2Jphw2oARMVVRUoKKiAn6/H0ePHkVFRQX27LF3f7DjRKMfp5sCkCRgUHchmAo6N0IwZaC1SoFQWE3fQbBKZ2SlsWAHeJL0m0YzPeprvPMGWKI5UATT1t9G9hhaVH7sx6avWansQo6t9VMsPoxmQiZZSvpREfz4kb6t4ehpRRO8/Xgdfvvfbbp16j1kKgHxNab633+4ZrRhG8LZfbqYrnOKlVawntLihR0EP0VTHjRZqM8BTzC1Sa1E4+dMItl3/Zuje8XSREdcRPmQW6WLcpLmCgDeu30qRvftgjdumaxbbqc1nj6sB+69fDh3sko/39G8a7xjsb6ppF3BkIyDJxu180DCiF55ePK7Y0yP//WRM7rf9Lcj2nLYx44dw7hx4zBu3DgcP34cjz/+OMaNG4dbbrnF+QWbsDuSz7W4a1a79usWCOJBp/cx/XXpcN1vXQBLWEb/Ar025ea/rjc9lpUQx5pEeaZZtSSpLnBGGQSbA/oBlgimHhONqRPo7z/r96ma8h0GzPCgByteblfAWSSyU8j10IJ8G7iYqjxZvkt126iMxNIowkEI/lAI04d1x6c7azDrrCLL6yTtPsciV2c8NL5WGjWeYCpJwMyRRXh62W7D9lZFE1IFWnPOOpDSQpxd4BLPTE9X0Vpwxcio86w6YVD3bOytacSt55fgxHalWpp1mitn79KoPl3w7znnc/ZvvT854CzoyaoKlTFVmmZJot1eiP+olVXnyCl9FDD7DkRTDrukpMTSlas17KlW3H6GCDO+QNC5Naaf/OIi3HqBPhk5LYiFQjKKbcx8hHH98i2FOLZ8IM9E6uEEP0FiNYAKp5oUza2LU8UmHpDBYfIAJXI0llQz9CDw3PK96t/02BCrUM2DDFqkP3y6nK3xF03PH6Jpssitoc9dGIm4HlOcbyOYKm2Lh7neCqvj077UdALzUX264OO5F+q2lSSgT75FQtkUwdTHFIw/sI1gytO40mbvAXHKD8rCE4FoAdBYtrZ1z09rrCNp1HvsRDBtsUgLZzTlaxrTAYXa95hoFrtZBG1lMy5U0WRPSCR7hH+pQKDSqTWmPfIyjB93JoDFyfz4FzOH4tpJxZbJ4WkB7FeXDcPA7jmGZLNE+AtSvos8Uz6tBXBLUqs0HXbcPn0QcjI8OnOiU2hNxptrD6l/09pZu8pCXrfkOHk5qa5FhMOvj5xRNcvx7KGLh/fAJzuqVcETAEJyRCimhCE6XZSVAE7a5lTjFSuWwU+URltm0noN7qGvQvPWree2j6h8Cx9Tuq/PH2Jd2pKnHfZYCIh2kEITPC4YUogVu2sN2xOs00W17vlhn4/cdOfDQ7TfoCYL9wmDxpTyvc/LUIKd6HLD5w0y/zaxE2rihpNqiMAngUCjU2tMedDBAU4joW+9cCB65GYYBo1LhvdQ/6ZN+bdPG8w9DhkY6IHQJUlqJC4ZYElaEUDRqrhdUow+lPY7ed0u3Hz+AINw4gSzQZTWqNhpTKMJviIpYehAlGORgSiechTRftdzJiLplHabzkLgRKvdWo2X7fEtBJdmSlDQNKb8bduDUAro00Wx0M/VoO5GjSe9nieY0qb8aHvDSnP9x2vHqn9rRhNte71ArN+3tRNUdv83f3yu431pi4AT+dgq7R77fNHBT2Svguzo8r8SEhSjFjVEYzqkSJQiFQiEYMqBaPFaAiH1g2EFEbRYwaKqXgucchLdTASHHZE0Q4Ay6HkZQZnON5iV5oYkmaRdSTJmgpbelG+jMY1CC0SEK36KrfgJU2TiwguaoQNuaMHCiY+p3bVeObZ3DK3VsBLyW3SCKfExtc5+kOrQ743M2D6sKigp6ynBlKtxjc6nksZqe/oZ2F/bGGmftv7QCfPKKdGmvDLszzx/PThpocygNZPR9geLWVBX0KHlhKb07LYLSosXZ5oCqq86b5IkEHQ2Uk+aSQGIdrPZH8K89zbbbm+WjH7LUS1lkyPBlCPIuVy0Kd/4YSa16eNVbjCemGmG6IHLLgI1Gm1Ioy8YOa8+gA2IrzBFhE/aL5Nd5w+GdeVKLSs/RYZit43Gq7UBNlaTFyLUy7I+BRaPdiKXUoUW2DymEiNYGvel3yeuKZ/WmEbZIVYaU6/H+mB1MWYFcQL7/XGSX1c7t9YfjT5zM/3E/l0BAGOL8023MfOdDYbNn83pw/juGD88r0T3O9GVn5ywp0ZRRPTqkoHcjI6ZuF0giIZO7WNqBhEifUHrNDIE8rGz0nhlOEhUzhuvumR6NVM+M0DSia4bfNEn7W7rb7QzU761QB1NQBDpA10AWxvY7sh1NXECOGgfUzo9lqWPaaS5dtfa2iA3a42pvg45YD6Ip+DYzoUIeYFgGMt36stw0n3BE8CUYB7leeKlxrIyqdthNdniuVvQW+dnadaSZub5i8a6wIN9X6O5LvrZrG0wL7286IYJ+Mf6w7hmfF/TbYzBT1pQKKv5JnTL5mt3WYVAKqY5E4FPAoGe1FOzpQBEi9fsd/YRUwULRuNwxRjN9OpEY8oODCTymVSpMWh+Wqm7auvk6WaCqS5dlE3wUzR+l5rGVNsn2AbBT+S6TjT4TdfRVafsfEydBj+1NrWWlUaNmPLpZPK0ADV1EF3Xu31IpumUxvQ3/9qiW6c35XP2pfr6h1MHGNZ7bARbK6xTPhmPRWsQs6kJLpvUn35Xfji1JKo2AcaJcTRX5dSVqDAnHbdPG4weFhWbWPmaCNxWRQzYrCcEdrLXFhPV1kJymArBVCBQEIIpB1UwtUm8DSgfczJwsB9nOuddfqa9icZMo0ULO0757kRzjQTB7GMeryh/c42p9jdryr+vdITudzSRxo0RDRKdI5EI8/HU8hFN3DZOda00bvCTTREEE1cQltYKpk58TPUlH7X1P75QS6vWbjSm1HvDVl6zE6ToiQQv56ZH51MZbbvMd+D5u9JL6PeFFbLoa4rlWXEz71o0vqLxTFnHfuaIi0uQKtXMYvYtY/sz2EZ5SFvDnppI4FMMAaYCQUdEmPI5ZEYhmNIfPnbgp01a04f3wIwRPTCyl3n9aDNTGpvHlHxbSXokHmx+Vh55Jv5M8VIqpJn4y0kmpvxXZ5+DacN66LaNJVK9Vxctx6Za9rMNgp94fLZLMRlXHD6t8zGNR3DauH5dW7W/lfBAzMK0xpR+nnUaxla1InF41fdGRn6WV31fJOifK54AZjdJ0GlMo5TUW5PWyWpf+v727Rp9nllWuxjNZcWzUAbrQkWniwozqcwIbAETM3iloJON0JgKBHqEYMqBfOSskkATaK0F+2FvYaod/eUm67rOZj6GXib4aUelUVPH4qR2d1eTxNS82uCx4EQYo30veQN8rMEKg3vkYE91Q1T16J3CE0wL0vV9dvR0szrBsapPDjiPNi7Ky8CKX01HbkZsr21uujYRmTKwAKv3nVB/twSJYKptTw/+rRHEkgWdx5RNwp6dZt2Hdv6+rfExjVq7SB3faqJGa2JpNyKnsMJ4rMFPrYX+bgKadjpAaUzZtrIV+swIpJiPaZM/qOZWFVWfBAIFYcrnQNJFfby9Sl3mRBhgB2y7GtwsZh93NlF4ls2g6nZJGBpDPrw/XDMabpeE578/Nup9efCEsRdumKD7TSfY5w2DZpqrC4YYk2rf/82R6t9EsCDuD3H1MWUEiwn98jH3bOVe3zilPwCgpCBbS7sEoEuWuStHD8pUTPY3o7hbli4AJhrovq736aO7iT+13pRPaUzpPJXtQy7V5f8toIohyAB6dsnA7dMG4Rczh3IFxag0ptG2K0orAL211b709yOabBamx44x+OnyUT2jPjcNqzElfR0K63MD0/zPmD6YfV4Jnrt+vOWxU83HdF8kJ3XXLK+pokAg6GwIwZQD8eMivj8A8Mx146I+TrTl78wGQ9aUTwaQcf3yudu/eOOEqBLTE747sRjbf3uZrjBAa+DlVezC+NrqNabGY5gJ6y/eOFH9+/zBhdh0/0zcfL4WpEKXBlWOHT9pim3TjBE9kBO5LJK+a3d1PZZsVSY2RMDr3YUf8EH3U2ur91hB9wFbpYxoTGUzU74uoXz7kExJ0KA/GMbwntpEjVzXry4bjjsvGcLd105jSqeQsnKp4R87unss6TTXVoFTrcslyvqYRnMI+twfbamM+tw0PoPGlAR/yrpMFzRul4QFV5xlm7c01QRTkqt2YHehLRUICEIw5UBMsBmU0BSLddtp5SgCa6YjJi0iiDoNfmpNOeh4BjGk2UQYA3rfNJ7AY1aylA4CCYTCBm2DWQ7LeMBeFy2kkCCML/ZoZnJyyVkOSjza5bGMFw2+EJ7+3lj1N3FbMQt+ao3pOlnQwU9EGP22RZoiGruJHS2InW4yzy3K3TfKd8ypxjStlX7ABh/TKPaN53eD/W4SYTwUlk01pk657aJBrWpbvFEF00KRWF8gIKSEYPrss8+ipKQEGRkZmDx5MtauXWu67YsvvogLLrgAXbt2RdeuXTFjxgzL7WOBF/xUmJNuqvGioSt38BJzW8GavkkybVbIIqKD2bd5xoj4aDxbi5PBKt1rrTG1K1kKAF/uP2lY5qW0ZWbHjhX2umiXjWwL4ZMXOXwTY7pvbS5KpzT4AvjW2D54/DtjAGga0xAVsEVPIlKxspgdaZQp365oAIudVpMWXFkrgB0LrlBcTu68mF+a2LJdDlNNxfK8sxPjqKLy41hOl3WB8lDBT7JJ8JNTrnI4MUkURDAdICo+CQQqSR9t3n77bcydOxcLFizAxo0bMWbMGMyaNQvV1dXc7ZcvX47rrrsOn376KVavXo3i4mJceumlOHr0aNzaRLRxZ5o1TcjZfbvgBcp8bMbPZw5V/44mvRNgHOCIUMWa8u1wYramzd5tBW8QZZum15jyjhHbAMQK83FNF8VcFz2B4ZmASX5VnmA6mPEFjvV6o4Vo44nvNInKJwIcO/C3VuhJBqrGNMoJIhCdxvTiKF1fxvfrip0PX4ZfXDrM0fZ0f1tXjWqtKT/2qPzWaExp33CAozGlgp/IJzUWH9pUZJ/QmAoEBpIumD755JO49dZbMXv2bIwcORKLFi1CVlYWXn75Ze72f//733H77bdj7NixGD58OP7yl78gHA5j2bJlcWsTico/2agkUJ8UKQVZmGNfO9qulKEVZgIlG/wULd8Yrfe7Gt4z1zAYtAVOtGw6U30UPqZ2pDFCSTz9Io2CqXZfGjmZHOoiExxeJDg7viZaM0kmYURQJaZ8NhuCR2cmbh9CAXkGahp8+P3iHVHtazdBoIW4WIRAJ5YAAt3fVs9HNMfkwVpsornPae7Yz53HBJayQpoW/NR6U34qIcsy9kfiGAYUCh9TgYCQVMHU7/djw4YNmDFjhrrM5XJhxowZWL16taNjNDU1IRAIoFu3bnFrF5v0fe0BxVTcIzcd4/vlY7xJ0BGg1xzEoqnhwaaLIjgN6Hn06rMxm6oZfarJWLGoLeD6mDK/dcFPnIHQSpPwh2+PBgB8+LPzDes8bWjKZ4UDWjNe12z0N6yLBBrxci1aaSYTQaYqmOrzmBqq77Rjjenhk83qMqdNjy6PadRNs4RN9aTTmFo8HzrrQwxtYrM9RBf8FHsn0FWgZo4swo1T9e4tWvCTeR7T9sjJRj/qWoKQJOfprgSCzkBS85jW1tYiFAqhqKhIt7yoqAg7djjTcNxzzz3o3bu3Trhl8fl88Pm0ZPd1dUoe0EAggEDAKEikMYOyS4K63Vu3KLlIh84vV9fTx3BBE1KCYZl7fHY/u21ckvIxbgkEEQgEEAwqgo4s84/PLstwAz8+vz9e+eIAAEVYa227nMATTIPBoO64bqq/QqGg4Zx3TBuA001+lJ5dZGjXVWN74qqxPblt9UQGrpZAJPpcbv31qG2W9BOO9Ii8GQgEcNPkvnhsyU7d+lONPgQCAWRyArnkcIh5frTJR2vba3cfA4EAPJFraQ4o7fD5lW1dkqTfLxyi9jPep3i2K17Q7yIhLJs/+3S7XJzlOuSwbr2bc65YeeLbZ+E/Xx1Tf5P3PRAIQGKiMOm2eSRtXTAQhEuOvk0XDC7AikjgXjAQQMDiuuj+ckvm7bKjpKtmiXrm2tFwyWEEKCuEFHknAsEQAmoqKfNvq9Xz1dbPXDQQ/9LeXTINyhCBoDPTrhPsP/roo3jrrbewfPlyZGSYByYtXLgQDz74oGH50qVLkZVlnKnurJEAaB+KCYVhlJWVMVtpXUev21dnvs6M8nJNyJ1Q6MKGWm1YLCsrw/6jSnveWncE57gOYOsp5fepU6fU47slN0KyZHNOpV2NLf6o2xUL/gbtnIQ1a1ajaqv2uymobbNq9Zc4sd2Y/uCCdKB+10GU73LerupKFwAXyrYoKZuamhodXbMTdp7WPx+jcEjXrvw0N077NaG8vuYoysoOo+qo0iaazZs3I7vqa+3Yldqx49Veur8y3G60hLTn5HgTAHhQ19iMsrIy1DQrv8OhoO78LdR9+nzFCuyPg+Wxtc+XHQfqAfb523/wCMrKDlnuV15ejtoa7V7x7sNW6huxePESOCw8FAVau7/8cg36Zivt2sZ8m+i2bT+lrVuyZDFiUWKeOqFd95IlS+DEdbS8vFx9jnjtcsKPh0vIcMtYsvgjw7rtVcp1HT1eiQr/cQBunKyttT2H9nxp7Vq6dGlU7WpLVP9SEfgkEOhIqmBaWFgIt9uNqqoq3fKqqir07GmdpPnxxx/Ho48+io8//hijR4+23HbevHmYO3eu+ruurk4NmsrLM5YI9Wyrwut7vlJ/F/fti9LSUbpt7lqtfeBKS0vVv78+cgZPb/0SAHB2nzyUlp5r2q5AIIDy8nLMnDkTXq8S+DTNH8SYhz7RHbtq1UH855CihdufORQTBubi5V1foVvXrigtnQQA+PXGZWj0hQzt4bXZH5ZMtzFrV6wcTt+Kt9drgWlTpkzVuUL4AiHMW6f4B4+dMBHTh3WPS7tW/msr1tVq583JzkZpqdHkHwuFB07iue3rAQBFeem4unS6rl1P7FyB05T5+PHZlyA3w4stS3bh88oDumONGT0apeP7qL8b1h/BO/u3ATC/j07h9deHZyqwdFs1Mr0ulJaW4tDJJjz61UrILg9KS2cpCb8rvkCa14vS0lnqsVoCIdwTuU+TpkzFuOL8uLarLdh6rA5/3LJGt2zjCRfeLr3Mtl39xjTjqkVrcNW43oZ3HwDkzZX42x5lQnH5ZbN02SXiAf19Offcc3Fk8xrMnDkTvSob8foeLQsJ/YwUHjiJRTuU57L08stjymW8pP4rbDmlfI8vv/wyS59Wur+qG4N49KsV3HY5wWrr5o1H8fa+rSgo7IGzzy4C9mxFUY8eKC3lJ9Nnny+6Ly+99NKo2tWWqBH5IvBJINCRVME0LS0NEyZMwLJly3DllVcCgBrINGfOHNP9/vCHP+B3v/sdlixZgokT7SPl09PTkZ5uDFzyer3cgTEnU7+t2+WyHEDpdZnpmp/WU98b52jgpdvRxevFOSVdse7AKXVdBhU08/meExjVNx+A4mNK9kv3uFXB1Ok5o2lXrEwfXqQTTD0ej+6YHo92bUFZilu7WEGhtsEfNyEoKOujn8lxSbvSKL/Zq8b1QbdcRSufmW48v5fpj/Q07e94tZfurz9cMwYDPtuLa8b3hdfrVZ/1lkAIHo8HrkgQi9ulvxcut3afJJc7Lm2Lx/NlRXYGv5KO3Tm9Xi/GlWRhy4OzkJ3m5vpyp3u1/vB4vfC2pSlWcqvtmjRQP3GjryU/W7MapXm9MUWuZ1LPX5rXa5meim5DXpbHsCxepEe+f2EAUqQv3G7rbzJpA7tNWz5v0bK/RgimAgGPpJvy586di5tuugkTJ07EpEmT8NRTT6GxsRGzZ88GANx4443o06cPFi5cCAD4/e9/j/nz5+ONN95ASUkJKiuVKiM5OTnIyYlPZGMmM8jw/Oy756ajpt6HHCZvJR38VJhtH8XPY2dlvf6Y1ODABkAR0uOY4Dqe2KWRoQd9klYpHrCanvo4HrvyjKYN5VWSMUt0zrtHbJDRhUOVUqvF3TJb10gT8rPSMO/yEepvUkQiLCs+0eRyWG0b/Tto8gymGq3NcMC+2zS6LAVtHIfTwpTo7N0lA8fOGKtNDYxEdqd5XDG3SVciOIqDZKe3nWBOcsrqg5/a7HQJQ2hMBQI+SRdMr732WtTU1GD+/PmorKzE2LFjsXjxYjUg6tChQ3BRo/fzzz8Pv9+Pa665RnecBQsW4IEHHohLm1jBlBcB+vrNk/GHxTt0eUsBfn34aLlkRBHe36RpGWnH+FCYH4zAy5HJ4nFJCCa4JB+bwsZqrIunYBqP+2DGIKp8IJsMHGCEcep6uYIp0yE9cjPw1fxLuRH8bUE6JYj4gmFV0LYSSno5KDSRCvAqLD1y1dlxObZdydJ4wib7N5vsZaa58fUDl8LjkmIuwUt/a6I5QmtTVVlBIv5DYfOSpO2NcFjG/hMkh6lIFSUQ0CRdMAWAOXPmmJruly9frvt94MCBNm9PJhOWz/sGDuuZi5d+eI5heTxKSj52zWgMLMxGaST/KC100oIl3a5fXjoMt/19o2XJxe+eU4w3vjyEMa3wD4wWJ4m3xxbno+LwacwaZe1XHA1tmah+Qv+u6t+8IgppJmVWeX6IvAG2S1bizI20sNwSCKkaKTaPKQD887apqG8JoKSdaHjYFEbnDy7E9yf3i8uxY/HfjJUxfbugcov2+/5vjsTNf12PH1840LBtXkbrnh29xjS2Y9xwbn/7jaLArWpMZcvnsz1RWd8CfzAMr1tCn65tYx0RCNorKSGYphqZhkTozj+CtPkwaKLdtMPjduHOS4aov+kyl8GQDJmj9Lz87F5Yde/F6Jlnrs26/xsjMbF/V0wblriSpayWkNeT/7xtKhp8wahLO1rRlonqaWGSrVIDMKZ8W41pfNsWLZIkIc3jgj8Yhi9obSqlBfL2QDqT9N2JVcEpujymbVBwYMEVI/HKFwfw91smG4TgS0YU4asFl8b1fSHo8gpHKfz94duj8fXR03jwf86Ka5vIJFNXkjQ1PZccc/CE4g7UvyA7oZMcgaA9IARTDlkOfEzN0CXYj7FSk6E9tMbU4pi9861n3plpblyd4FrRTjSmbpcU90E2URWUeJOENJMyq7xchalQRSkjIpi2BEKqKb8jlHxkrRfxTMremhKcTph93gDMPk8pG8zLvdkWQinQuuv67jnF+O45xXFsjYI3IoUGQ7IjV5P2wKGTwr9UIDCjnc872wbWvy+aMTonzaPOgAtiDH5iyaI0uAHalJ8CQo0dRh/TxLS5LX1M7aip14o50JebkYIaU0BzMfAFwqbBT+0RdnISz0ePfq47QFepJPO9McOrq/ykLGvvlZ+IxlQIpgKBEaEx5WA0Pzv/CLpcErY8MAthWY6bVsWpxjQVaWvNkhmJLu1Jc7JRK/lK3y6uxjQFBljiV9gSDHWoko9KEJCm1Y7nJdF+6B2hrwjpnOpkyYYEsdE+ptFMBuhnIFU4fIqY8kUpUoGARQimHCRJQobXhZZAbHXW4x1RTfuY+oJhpNg31hInPqZtAS8iO1EU5KTh6Gll4KEzDaSijymgaf98gbDanlRoV2uRJAlet+KmAMTXwjCoew4uO6snumTGli80VUlFjSlpUyAUVgXMaIKfvC5X3Nyq4sURIph2ExpTgYBFCKYmZHjdqmCabI0IrTFt8tN+gMlqkXOSpjFNYufQ6cYaKMGUpzFN9rMF6DWmRHhOhXbFgzRKMI3nrEiSJCy6YUL8DpgiJOt9tcJLCaY7q5Qcz9GkvfO6JfiNWd2SytEzLYA7Q2hMBQIOqfcVShFSaWBmNW3tydyarMT/ba3Fsup6enC3E0xT4RaSPJn7ahpBEkl0BB9TQP/8dYwraltSsVAHccvxB8N4d8MRAMC/vzrmeP8fna8EkV0yPHHZSOwIBMPwuKR2kxNYIEgkQmNqAu0nmGzhgfVDVHP5tQPhgTUNJqovw23sVGZ1eDropuLwafVvtnADkBqTC9LGh/67Da/9aBKA1PB9jQc6wbSDXFNbksoa01jN8XddMgTnDS7E2OJ8+Jsb49m0VtGna6ajkq8CQWdDCKYOSLXo96o6Jeq7PQy0yWpjMn3lzAKvuInzU+wWhtRJT5IbEifoogbtYB6XdPp1Sz3TMhGWiWsVEJ320+N24dyBBQAAf7PNxgkkFftaIEgFhGDqgFQb0Goj6YiyE1S2Mp4kSshntckv3jgxIecF9BpTWmOXl+HBiF55qKn3obZBuYcBToL+ZCJ3kMo6BGHKj47BPXLxzHXj0CM3Pqnu4gEvJ/H5QwqT0JL4IvxLBQI+HUQv0rak2hhdHRFMczPax7zigiQMInRlHpcEzBxZlLBz09rav98yWf1bkiT8987zserei9Vl9S1BpBL7ahRT55lmY1L39ogw5UfPFWN6Y3JEw5gK8CwQs86KX/niZCEi8gUCPkIwdQBtQkoFTjQqgmlOeuJqqreGEb3y1L8TJRvQGtMoAngds+JX0wEAc2cONazzUAPpxJJuhnbRfnypJgA+/OF2AMCBE01Jbkl80JXYTGI7BLHD05jaVblrD/QTGlOBgIsQTE343VWj1L+r61uS2BIjNe1MY5qXhHZ62jjBfnG3LBx49Bv42SVDDOuclEO9dmIxumR68c3RvdqieYIIuoTxQjJtlySqvHCiEaZ8gYBPx3zj48D1k/urf9c2+C22TDy7qhoA8NMPpSK5GYnX7HqSmMfUyUD6+2tGY/1vZqBHXvLTxdDCdSr5FsYDvY+pkEzbI+0h+0gsiOAngYCPEEwtIJGft08blOSW8Kk8k0IhphYkQ7PrSeJg5jTlTqpogn4wuZ/6d0GOIpjeVzoiWc2JKzpTfseUbwTtkMJsL7LS2ofFSyBINOLNsOBP143DgRONOKt3l2Q3hcvs8wYkuwmOoDWmiRIOkpkf0CxdVKpCl9DdfrwOQGrms4wFWmPaQRVvgnZI365CWyoQmNExRp82Ijvdk7JCKQCUFLaPqM5k+JjyktknimS6EcQCv1RqEhrSBtA+psKUL2B59tlnUVJSgoyMDEyePBlr16613P6dd97B8OHDkZGRgbPPPhtlZWUxnbdPfvJdeASCVKV9jaCdmJ9elJruBE7QaUwTJByc1TvPfqM2or1pG3kuBW1d0jVRCFO+wIy3334bc+fOxYIFC7Bx40aMGTMGs2bNQnV1NXf7VatW4brrrsPNN9+MTZs24corr8SVV16JLVu2RH3uYqExFQhMaV8jaCfmvMGpk1cwWpLhY+pySSjITkv4eYHkVp2KF6lQKjUe0JOE1ftOJLElglTjySefxK233orZs2dj5MiRWLRoEbKysvDyyy9zt3/66adx2WWX4X//938xYsQIPPTQQxg/fjz+/Oc/R33uvl2FxlQgMEP4mLYT2pt5mKYrJSA2+hOXUD5ZWQvam48pjw6iMNX5mB7sILlZBa3H7/djw4YNmDdvnrrM5XJhxowZWL16NXef1atXY+7cubpls2bNwr/+9S/T8/h8Pvh8PvV3XZ3iw90rLw2BQGrlMG4t5Ho62nUROvL1JeranB5fCKbthDSPXlK48+LBSWpJ9OSka49ZXgJTR+lyWCYQUi6xPQuoHUVjSgumHTXtkCB6Tpw4gVAohKIifUW4oqIi7Nixg7tPZWUld/vKykrT8yxcuBAPPvigYfmBrRtQdmR7DC1PfcrLy5PdhDalI19fW19bU5Mz5YAQTNsJrB/gD87tb7JlavLBHefh0MkmDOuZm7Bzfn9SPzz84XZM6N81YecElHrjH8+9EIU57TcnaMcRTDWt+SNU0QxB+6JHbrpairmkHSWmnzdvnk7LWldXh+LiYnxz5jQUFia+VHNbEggEUF5ejpkzZ8LrbR9VCaOhI19foq6NWAzsEIJpO4EVcpKZpzMWxhTnY0xxfkLPOfu8ARjZKw+jE3xeQBFO2zMdRbtIa82z08Xnrr2y9r4Z8AfDqGnw6bTgsVJQUAC3242qqird8qqqKvTs2ZO7T8+ePaPaHgDS09ORnm6coKalpXU44Ybg9Xo77LUBHfv62vranB67/ToudjJ652fqAjm87SzyOxm4XRKmDi7UuRIInNFBFKZxEWIEqUGax4U++Zn/3969x+V4/38Af90VEpJUS1Ehc5hGDrUwVsshpzkNc4pGDjHjO8NvrDaGOeybGd+fvqaYQ8TPfGfJnNqYGDHWlkNUNCVMyqnT/fr90fe+dMvpnrv7vuX9fDx6bF3X57rv13Xo9r4/13V9Lr2ciahcuTJat26NvXv3KtPUajX27t0LHx+fhy7j4+Oj1R4oOfX5qPZCiL9HPrWfI2Nevz+gfqXn+GYoYfqKimnsCHqhNVyUjGMqSpk6dSr+/e9/Y82aNUhOTsb48eNx+/ZtjBo1CgAwYsQIrZujJk+ejLi4OCxZsgSnT59GWFgYjh07hokTJxprFYSokEyiujHWIMfPG/NS3VgWz/GNNcL0XbuV/+RGzwHpMRWPMmjQICxevBgff/wxWrZsiV9//RVxcXHKDU4XL15EZmam0r5du3bYsGEDIiIi0KJFC2zZsgXffvstmjeXa5eF0Cejf2obc5Dj5415qV7S5+0aU2HamtbRfiBBQZHaSEn0S+vJT/InIx4wceJEpKenIz8/H0eOHIG3t7cyLz4+HlFRUVrt3377bZw5cwb5+flISkpC9+7dDZxYiIrP6IWpMQc5ft6U7iVVyb+yQo+ix7ym9fsgr3pGSqJflqVO5f/2500jJhFCCPE0jHpXiLEHOS4sLDTqYLm6DmpbeljO8sxtqgMJSy7d6JLL6oGbJWtZmpfb+hhye1WvfP+P5srNu499z4qwHw3pecxlalmFEGUZtTC9du2aUQc5/uGHH2BlZfwx8Z52UNtzWSoAJT1Ahriu1lQHEpZcunnaXN3qqhCXYQ5ve3WFOb7+ygc0H3PplzIQG3vxics87/vR0J6nXE87wLcQwnheiHF0Hhzk+ObNm3BxcYGPjw9q1DDeeJOFhYXYv38/fH19n2p8r7ykLGw6/QcAoEMHP5PJZSiSSze65vJRE4Mu56KJYw2tocmMnetZqNVEaMJ+AMDb3q+gQ7OXHtm2ouxHQ3kec+Xl5QEASOOMOqF537y8PJPaZvpQWFiIO3fuIDc3t8KtG1Cx189Q66Y5W/2kvz+jFqZ2dnZGGeRYs3Hq16//qEVMnl24sRMI8Xx5J9zYCYSpyMvLQ82aNQ3+vtevXwfwfP/bI8SzetLfn1EL09KDHPfp0wfA/UGOHzU2nGaQ4/fff1+Zpusgx05OTrh06RJq1Khh1JuINI+nu3TpEqytrZ+8gIFILt1ILt1ILt1ILt08LhdJ5OXlwcnJySjZbG1tAZQMRWWMwrg8merxoC8Vef0MtW5P+/dn9FP5U6dORWBgINq0aQMvLy+Eh4eXGeTY2dkZ8+fPB1AyyHGnTp2wZMkS9OjRA9HR0Th27BgiIiKe+j3NzMxQt27dclmfv8Pa2tokD3TJpRvJpRvJpRvJpZtH5TJmQWj23yH/atasaZLbTB9M9XjQl4q8foZYt6f5+zN6YTpo0CBcvXoVH3/8MbKystCyZcsygxyblRq/UzPI8axZs/A///M/aNSokQxyLIQQQghRARi9MAVKBjl+1Kn7+Pj4MtPefvttvP322+WcSgghhBBCGJLRB9h/kVWpUgWhoaFaN2aZAsmlG8mlG8mlG8mlG1PNBZh2tmdVkdcNqNjrZ2rrpqKxxs0QQgghhBCiFOkxFUIIIYQQJkEKUyGEEEIIYRKkMBVCCCGEECZBClMhhBBCCGESpDAVQgghDGD58uVwc3ODpaUlvL298csvvxg70mPNnz8fbdu2RY0aNeDg4IA+ffrgzJkzWm3eeOMNqFQqrZ9x48Zptbl48SJ69OgBKysrODg4YNq0aSgqKjLkqjxUWFhYmexNmjRR5t+7dw8hISGoXbs2qlevjv79+5d5JLqprpubm1uZdVOpVAgJCQFg2vtNCtNydOPGDeTn5xs7xmOZ0qAM2dnZyM3NNXaMR5Jt9WR37941doSHSkpKwoEDB4wdo4y8vDyt48pUjrGkpCRs3boVxcXFxo6ixVSPr6exadMmTJ06FaGhoTh+/DhatGiBrl27Ijs729jRHunHH39ESEgIDh8+jN27d6OwsBBdunTB7du3tdqNGTMGmZmZys/ChQuVecXFxejRowcKCgpw6NAhrFmzBlFRUfj4448NvToP9corr2hlP3jwoDJvypQp+O677xATE4Mff/wRly9fRr9+/ZT5prxuR48e1Vqv3bt3A4DWGPAmu98o9C4/P58DBw6kl5cX09LSjB1HkZ+fz0WLFnHlypU8cuSIseMo8vPz+c4777BJkyY8fvy4seOQlG2lq4KCAo4bN47dunXj8OHDmZCQQLVabexYzM/P57vvvkuVSsWwsDBjx1EUFBQwODiY7dq1Y69evRgdHW3sSCRLtldQUBBVKhU/+ugjk9iHpOkeX7rw8vJiSEiI8ntxcTGdnJw4f/58I6bSTXZ2NgHwxx9/VKZ16tSJkydPfuQysbGxNDMzY1ZWljLtX//6F62trZmfn1+ecZ8oNDSULVq0eOi8nJwcVqpUiTExMcq05ORkAmBCQgJJ0163B02ePJkNGzZU/m5Meb9Jj6meLV26FDY2NsjIyMDKlSvh6upq7EgAgNjYWNSpUwdbtmzBl19+iV69emH+/PnGjoUvv/wSNjY2SE9Px8aNG+Hp6WnsSLKtdJSVlQVvb2+cOnUKvXr1wqlTpzBu3DgsWrQIAKBWq42S66uvvoKtrS2Sk5Nx4sQJhIaGGiXHg3JycuDn54ekpCRMmjQJhYWFmD17NqZOnWrUXMuWLUPt2rVx+vRpnDhxAnPnzoVKpTJqJsB0jy9dFBQUIDExEf7+/so0MzMz+Pv7IyEhwYjJdHPz5k0AgK2trdb09evXw87ODs2bN8fMmTNx584dZV5CQgI8PDyUx4wDQNeuXZGbm4vff//dMMEf49y5c3ByckKDBg0wdOhQXLx4EQCQmJiIwsJCrX3WpEkTuLi4KPvM1NdNo6CgAOvWrUNQUJDW37TJ7rdyLXtfML6+vlSpVPzmm2+Uaffu3TNiovsGDBjA8ePHkyQvX77Mr7/+miqVipGRkUb7ZjdkyBCqVCr+61//UqbdunXLKFlKk22lmy1btvCVV15hRkYGyZKehrCwMFpaWjIpKYkkDd67dfr0aVatWpUDBw5UpqWkpPDq1atG78mIj49no0aN+Ntvv5Es+YyIjIykSqXizp07jZLp5s2btLW1pZ+fnzItOTmZKSkpzM3NNUomDVM8vnT1559/EgAPHTqkNX3atGn08vIyUirdFBcXs0ePHmzfvr3W9JUrVzIuLo6nTp3iunXr6OzszL59+yrzx4wZwy5dumgtc/v2bQJgbGysQbI/SmxsLDdv3syTJ08yLi6OPj4+dHFxYW5uLtevX8/KlSuXWaZt27b88MMPSZr2upW2adMmmpub888//1SmmfJ+syjfsrfiu3XrFtRqNaytrdG9e3ecPHkSXbt2RUZGBj7//HMUFRXB0dERPXr0QJs2baBWq2FmZtiO6gsXLuDw4cNYvHgxAKBOnToICgrCgQMHsGzZMjRt2hTe3t4GzQQA/v7+OHLkCDw8PHDp0iXMmzcPN2/ehJ2dHbp164bu3bsbfHulpqaa1LYqKiqChYWFSW4rzftdvXoVN27cgLOzMwCgZs2aGDt2LA4ePKj819A9b25ubpg+fToiIiJw+vRpfPLJJzhx4gTUajXc3d0xdepUrZ4QQ7p+/ToyMjLQvHlzACWPAwwMDMTevXsxbdo0vPHGG7C0tDRIFpJQqVSwtrbG4sWL8cEHH2D37t3497//jePHj0OlUsHW1hbjxo3DqFGjDJJJw5SPrxdRSEgIkpKStK7BBIDg4GDl/z08PFCnTh28+eabOH/+PBo2bGjomDoJCAhQ/v/VV1+Ft7c3XF1dsXnzZlStWtWIyfTr66+/RkBAAJycnJRpprzf5FT+M5g2bRp8fHxw48YNAMAHH3yAWrVqoU2bNmjfvj0uXbqEgoICbNy4Ubmb0czMrNxvcNi9ezdOnTqlnOKqX78+CgoKlJyaGwgWLVqEzMxMxMbGoqCgoFwzlc6luaFi1KhRcHV1xdChQ+Hl5YWrV6/CyckJiYmJeOutt/DTTz+Ve6F1/vx5rf3h6upqEttKk8vCouS7oylsKwCIiIjAhg0bkJKSoryfubk5HB0dtW4ucnR0xIwZM3D06FHlovvyPO41uc6dOwegpNgbOXIkqlWrhmbNmsHKygrh4eEICwtDQUEBpk+fjqNHj5ZbHg3NXdelTzdbW1ujXr162Lp1K4D7xWFoaChSUlKU6eV5ilqTq/Q+GTlyJNzd3dG1a1dYW1tj9erVWLp0KTw8PDBr1izs27ev3PJobNmyBXv27EFmZqZJHV/Pys7ODubm5mXu6L5y5QocHR2NlOrpTZw4ETt27MD+/ftRt27dx7bVfHFPSUkBULKvHrbemnmmxMbGBi+//DJSUlLg6OiIgoIC5OTkaLUpvc+eh3VLT0/Hnj17MHr06Me2M6n9Vq79sRWU5gLgunXrUqVSMT4+Xpm3b98+1qlTh1u3bmVhYSFJMi0tjX5+fuzYsWO55oqMjKSjoyM9PDxYo0YNTpgwQTn9NXbsWK2LvAsKCkiSH3/8MV1cXFhUVGTQXOnp6STJhIQEenp6Mjo6WsmgucHHw8Oj3DJ9/fXXdHFxYevWrent7c1vvvlGef/g4GCjbasHc61bt065HOTQoUNG2VYkGRcXR3t7e7Zs2ZKurq5s1KgRlyxZQpI8deoUmzZtygULFmidJs/KymLv3r05fPhwg+b64osvSJacety2bRvnzJnDmzdvKsv88ssv9PPz07oRRd+2bdtGJycn1q5dm6mpqSSpfB5cuHCBb775JseNG6dcjlFcXMzCwkKOGjWqXD8nHpar9PF89OhRzpgxg9euXVOmpaamsk+fPuzevXu55Vq7di0dHBzo5eVFe3t7tm/fnlu3biVJHj9+nM2aNTPK8aVPXl5enDhxovJ7cXExnZ2dTfrmJ7VazZCQEDo5OfHs2bNPtczBgwcJgCdPniR5/yaaK1euKG1WrlxJa2trk7nUTSMvL4+1atXi0qVLlZuftmzZosw/ffr0Q29+MuV1Cw0NpaOjo/L58yimtN+kMNXBgQMHWL9+fdapU4cbN27k+fPn2apVK0ZERJC8f51TfHx8meuyNmzYwJdeeokpKSnlkm3VqlV0d3fnxo0befXqVa5fv57VqlXjiRMnSJJbt25lkyZNGB4eTvL+ta8XLlyglZUVjx49atBcpe8oP3TokFbhQJKHDx+mpaVludx5Hh4eTnd3d0ZHR/PgwYMMDQ2lmZkZV6xYQbVaze+++44vv/yywbfVo3ItX75cyXDgwAGDbiuNAQMGMDg4mCR59uxZLl68mCqViv/5z39IkuPHj2fbtm25f/9+reX69+/PwMBAg+VatGgRVSoVv/vuO5Il10Q9uL3IkjtS33333XLJtG7dOrZt25aDBw9mhw4dOHbsWGWe5jNizpw59PLy0roenSSnTp3Kzp07My8vz6C5Sud72HsPGzaMAQEBer+uubCwkOHh4WzatClXrVrF/Px8/vzzzxwxYgQDAgJ4584dkiVfFr28vAx+fOlTdHQ0q1SpwqioKP7xxx8MDg6mjY2N1l3Ppmb8+PGsWbMm4+PjmZmZqfxo9ktKSgo//fRTHjt2jKmpqdy+fTsbNGig9eWqqKiIzZs3Z5cuXfjrr78qXyZnzpxprNVS/OMf/2B8fDxTU1P5888/09/fn3Z2dszOziZJjhs3ji4uLty3bx+PHTtGHx8f+vj4KMub8rqRJV9+XFxcOH36dK3ppr7fpDDVwbRp0xgSEqL1bcHV1VUZhkbTs1aapjdi1qxZbNiwoda3D31Qq9UsKirikCFDyvQcNGrUiImJiSRLehfee+89uri48PLly0qbb7/9li4uLkxOTjZorl9//fWhyxUXF5Mkly1bRmdnZ547d06vuW7fvs3OnTszNDRUyUmSHTt2ZN26dRkXF8d79+5x0qRJBttWT8rl6urK//u//yuzTHlvK02GCxcu0MbGhnFxcVrzhwwZwkaNGvHq1au8cuUKPT09+c477yi99CTZvXt3TpkyxeC5mjRpwgsXLjx0+WvXrtHT01PvPVWav/XDhw9zxowZTE9P58KFC9m4cWOloNL0+F27do19+/Zlx44defr0aeU1hg0bpvdC62lyPe4swJ07d+jn58dp06bpNRdZciPTRx99xAULFijHM0kuWLCA7du3Z05ODkkyMzPTYMdXeVq2bBldXFxYuXJlenl58fDhw8aO9FgAHvoTGRlJkrx48SI7duxIW1tbVqlShe7u7pw2bVqZL4NpaWkMCAhg1apVaWdnx3/84x9P7MEzhEGDBrFOnTqsXLkynZ2dOWjQIK3Oo7t373LChAmsVasWrays2LdvX2ZmZmq9hqmuG0nu2rWLAHjmzBmt6aa+36Qw1UHpD07NzgkMDKS/v/9jl0tLS2OPHj3KdRxFT09Pjh49Wvn2PWnSJDZu3JihoaHKnaDnz59nu3bt2KpVK0ZHRzMlJYWDBg1iQEAA7969a9BcYWFhTEhIeOj7Xrp0iX379n3sGGt/V35+Pm1tbblhwwaSVN5/wIABdHJy4rBhw5iXl8czZ86wffv2BttWT8o1fPhw5Vt8aeWxrc6ePat1l/Pdu3fp4OCgnBnQFFc5OTm0srJSCrxNmzbx9ddfp6urK5csWcLhw4fTwcGBBw4cMEquRYsWaS1/9+5dXr58mUFBQfT09HzqU5O65iLvfz4kJSWxd+/eWqfBNfMOHDjAgIAA2tjY8IMPPuDQoUNpa2vLHTt2kHz2O811zfVg25ycHF68eJFBQUFs2rSp8iX3WT2Y68SJE0phrPmMXb9+PVu2bKl16j4mJqZcjy8hhGmQwvQRNm/ezNGjRzM8PJynTp1SppcuTsmSazd9fX3LfNPIzs7m9u3bOX36dNrZ2bFnz5566S19VK6NGzeyXr167Ny5M2vXrs0mTZrw008/pa+vL1999VUuWLCAZEnPadeuXdmsWTM6OTmxXbt2yrVmhs7VokULfvbZZyTJGzducOPGjZw6dSpr167Nbt26afVW6jOTZoB6Tc/LunXr6Ovry9GjR9Pd3V1pm5WVxW7duhlsWz0u18svv6xclnHjxg1GR0frdVuRJYWlm5sbGzduTC8vL3799dckS4alGjFiBLt27aoUCpqzAzNnzqSLi4vyGhkZGQwODlauSSzdG2joXG5ubsprREdHc9y4caxduzbfeOMNnj9/vtxykdpF3urVq9msWTOuXr2aJLV6HO7du8ePPvqII0aMYL9+/cp1ez0pV+nPtp07d3L8+PHK9tJHb/yDuVatWqU1v/T7DxkyhCNHjiRJreK0PI4vIYRpkcL0AdeuXeOAAQPo6OjIcePGsUOHDnR2dmZUVJTSRq1WKx+iUVFRtLa2LnMq7Ny5c5wxYwZ9fHy4ffv2csulOaVClhRSCxcuZMeOHbWucR0zZgz79u2rFMZ3795lZmamVlFkzFw5OTm8du0aFy1axE6dOinXLeo705o1a0iW9Ng0aNCADRo0oJOTE62srJQbLSwsLPj9998rr3Xv3r1y31a65srMzOTixYv1sq00fvjhB7q5uXH58uWMi4vj1KlTaWFhofRGRkVF0dPTkytXriR5v7g6evQo7e3ty1x3q69e5WfN9csvv5Akf//9d86ZM4e7du0qt1yVKlViRESEcv2dJktGRgbfffddtm3bVrl+88GxVPV1Q52+cqWlpXH58uXcs2dPuefSHCtqtZpqtZp3797lq6++Wub629LK6wyPEML4pDB9QExMDL28vLSuY+rfvz8bNmzIbdu2kdT+Zr9nzx7Wq1ePe/fuJandI/GwU6/lkUtTvBQWFnLw4MGcO3cuyfv/yEydOpUNGzZUblzQ52DU+sil+QdTXzd8PCpT/fr1lX146dIl7tq1i2vWrFF62bKzs9mgQQOtR9Dp07Pm2rx5s7KcvraV5lj45JNP2Lp1a63rpCdMmEBPT0/u2rWLubm5HDp0aJle402bNtHJyemR13MaO5c+ekZ1ydWmTZuHXg+8Y8cOtmnThqGhoTx58iR79uzJixcvmlyuHj16GD3Xn3/+STc3N+VSi7Nnzz5X15EKIZ6NjGP6gA0bNqBu3bpwdnbGrVu3AAC9e/fGhQsXsGzZMly7dg1mZmbKWJy2trYoKChQfi890LO9vb1Bci1fvhxXrlyBhYUFrl+/jmPHjgEAKleujCtXruDs2bMYPHgwqlWrViajKeTSDGRcvXr1cs2UlpaGZcuWITs7G3Xr1oW/vz9GjBiBSpUqAQD279+PypUro0OHDnrJoe9cr7/+uvJa+tpWmmPhjz/+QMOGDVGpUiUUFhYCAObOnYtq1aph3bp1MDc3R0hICMzMzDB48GAcOnQIFy9eRGxsLFq3bq33ce30latOnToGzWVpaYnt27cjKysLAJTPBV9fX3h5eeHTTz9F69atUVhYCAcHB5PLVVRUZNRcALBnzx7Uq1cPderUweTJk9GsWTOkp6ejsLDQpMcqFULoxwtdmP7000/YtWsXioqKlGmNGjVSngOr+cc/OTkZfn5+uHfvHrZt2wagZNBnAPD09IRarcbPP/9s1Fzbt28HAMycORPff/892rdvjwkTJqBNmzbIzc3VespDRcr1LJk0T5U5ffo0vvrqK0yZMgX9+vWDnZ3dM/8DaKq5du/ejffeew/h4eHKIOsA8Oabb2Lnzp0oLi5WiodatWphxIgRSEhIwIkTJ+Dj44NVq1ahqKgIQUFB8PLywqlTp7Bo0aJnfkpKRct15swZACWfE7dv30ZERARWrlyJTp064fjx44iLi0OVKlUk139znT59GkDJIPk7duxAUlIS3NzcsHfvXiQkJGDr1q2oVKmSPOFJiBeBcTtsjePq1ascMWIEVSoVW7RooXUK8Pz587S3t2fHjh25cOFC+vj4sH79+ty7dy9btGjB2bNnk7x/iurq1ascP3489+3bZ9Rcs2bNUtpu27aN06dP55AhQ7RO/1akXPrYhySZmJjIPn36sH79+o+9pu15z3X58mX27NmTDg4OHDp0KD08PFizZk0eOXKEJHnmzBk6OzsrGUpfA+no6KgMWk+WXEaQmpqql6FuKmquf/7zn8rvv//+O729vbl27VrJ9YRct2/fZs+ePVm3bl1GR0c/cy4hxPPnhStMCwsLuWLFCnbt2pWbNm1ShrspPTbpwYMHOXr0aLZq1YoTJ07k1atXSZLDhw9n//79JZeRc+k7k74GpjfVXLdv32ZgYCAHDRqkdS2ol5eXcudzbm4u586dy6pVqyrXGGq+fHXq1ImjR49WltPXNcovSi59eVFyHTt2TO8ZhRDPjxeuMCVLBprW3M38ySef0N7eXhmKp7TS3+qvXLnC5s2bKzfwPDhslOQybC59ZCqPgYJNNVdwcDB37typ9fphYWH09vbWGrC+ffv2fO2115iWlkaSTE9PZ9OmTZWxNSWX5HqecgnTExgYyLfeesvg7xsZGak8IOBJ4z67urpqnV0ob66urkq2GzduGOx9TdULWZg+2LPi5OTE4OBgZSijBwfxLigo4IoVK+jp6amXYYMkV8XMZMq5St8NrfmSMGTIEI4ZM0arXUZGBt3d3enm5qYM7u/n51duj02UXJKrPHMJw8IjnhSl+QkNDWVOTo5Riq/IyEhaW1szMzOzzCPDH2TowjQ7O5tbt26VwvS/XsjCVEPTa7V582ZaWFjwhx9+0JqfkZHBFStWsE2bNlpP5ZFcppPLFDOZcq7S2rdvr4zPW1xcrBQU586dY3R0NKdMmaI1fq/kklwVIZcoP5mZmcpPeHi4UghqfvQ1zN3fERkZyZo1az5VW0MXpiS5f/9+KUz/64UuTEvz8fGhv7+/Mgi9ZgzSDRs2cPHixZLrOchliplMNdf58+f50ksvaV3P9+Cg78YguXQjuYSpelQh+OCp/E6dOnHixImcPHkybWxslMcM37p1iyNHjmT16tXZsGFDxsbGar3Ob7/9xm7durFatWp0cHDgsGHDlGv2dclz5coV9uzZk5aWlnRzc+O6devKFKZLlixh8+bNaWVlxbp163L8+PFKkX3r1i3WqFGjzPjX27Zto5WVFXNzc5mfn8+QkBA6OjqySpUqdHFx4bx587TaS2F63wtfmJZ+drS5uTmXLl3K9957j61ateJvv/0muZ6DXKaYyVRzaS4lWLNmDRs2bKhMDwsL47hx4/Ty2FzJJblMLZcwPF0K0xo1anDOnDk8e/Ys58yZQ3NzcwYEBDAiIoJnz55VHo97+/ZtkiWPZba3t+fMmTOZnJzM48ePs3PnzvT19dU5T0BAAFu0aMGEhAQeO3aM7dq1Y9WqVbUK03/+85/ct28fU1NTuXfvXjZu3Jjjx49X5o8ZM4bdu3fXet3evXtzxIgRJMlFixaxXr16/Omnn5iWlsYDBw6UOUsmhel9L3xhWlrbtm2pUqno6urKuLg4Y8dRSK6nZ4qZSNPLFRISwg8//FB5VKSDg4PeHtcpuSSXqeYShqNLYdqhQwfl96KiIlarVo3Dhw9XpmVmZhIAExISSJJz5sxhly5dtF730qVLBMAzZ848dZ4zZ84QgPLoYpJMTk4mgMeeyo+JiWHt2rWV348cOUJzc3NevnyZZEkvrIWFBePj40mSkyZNop+f32NHDpHC9D4pTEmmpKQo3fSrVq0ydhyF5Hp6ppiJNM1cd+/epbu7O1UqFatUqcIFCxYYOxJJyaUrySVMmS6F6YQJE7TauLi4cOHChcrvarWaALh9+3aS5IABA1ipUiVWq1ZN6wdAmVP+j8vz7bff0sLCosyoMTY2NlqF6e7du+nn50cnJydWr16dlpaWBKD04JLkq6++yvnz55MsOfXfsGFDpRBNTEykra0tGzVqxEmTJj30S5oUpvdZGGwkfxNmbm6O/v37Y/r06c/8pBh9klxPzxQzAaaZy9LSEm5ubujcuTO++OILWFpaGjsSAMmlK8klKgrN45c1VCqV1jTNE7/UajUA4NatW+jVqxc+//zzMq+l78cQp6WloWfPnhg/fjw+++wz2Nra4uDBg3j33XdRUFAAKysrAMDo0aOxfPlyzJgxA5GRkRg1apSSu1WrVkhNTcXOnTuxZ88eDBw4EP7+/tiyZYtes1YUUpgCcHNzQ1hYmLFjlCG5np4pZgJMN1dcXJzyWF1TIrl0I7nEi6hVq1bYunUr3NzcYGHx98uYJk2aoKioCImJiWjbti0A4MyZM8jJyVHaJCYmQq1WY8mSJTAzK3mK++bNm8u81rBhw/Dhhx/iyy+/xB9//IHAwECt+dbW1hg0aBAGDRqEAQMGoFu3bvjrr79ga2v7t/NXVGbGDiCEMDxTLRokl24kl3gRhYSE4K+//sI777yDo0eP4vz589i1axdGjRqF4uLip36dxo0bo1u3bhg7diyOHDmCxMREjB49Wuvslru7OwoLC7Fs2TJcuHAB33zzDf73f/+3zGvVqlUL/fr1w7Rp09ClSxfUrVtXmffFF19g48aNOH36NM6ePYuYmBg4OjrCxsbmmbZDRSWFqRBCCCGeG05OTvj5559RXFyMLl26wMPDA++//z5sbGyUXs2nFRkZCScnJ3Tq1An9+vVDcHAwHBwclPktWrTAF198gc8//xzNmzfH+vXrMX/+/Ie+lub0flBQkNb0GjVqYOHChWjTpg3atm2LtLQ0xMbG6pz1RaEiSWOHEEIIIYQoL1FRUXj//fe1TtPr2zfffIMpU6bg8uXLqFy5sk7LxsfHw9fXFzdu3Hjhe1KlXBdCCCFEhXfz5k1Ur14d06dP1+vr3rlzB+fPn8eCBQswduxYnYvSV155BQEBAXrN9DyTHlMhhBBCVGh5eXm4cuUKAMDGxgZ2dnZ6e+2wsDB89tln6NixI7Zv347q1avrtHx6ejoKCwsBAA0aNHjhT/FLYSqEEEIIIUzCi12WCyGEEEIIkyGFqRBCCCGEMAlSmApRDkjC398fXbt2LTNvxYoVMDc3h7m5OVJSUrTmXb58GbVq1cLcuXPh6OiIefPmlVl+4MCBeO211zBq1Ch4eHigoKBAa35sbCwqV66M48ePIy0tDSqVCubm5vjzzz+12mVmZsLCwgIqlQppaWkA8Lfba35q1KiBV155BSEhITh37pzW8lFRUUo7c3Nz1KpVC97e3vj0009x8+bNp9quQgghKjYpTIUoByqVCpGRkThy5AhWrlypTE9NTcWHH36IqKgovPXWWxg5cqTymD0AGDNmDFq3bo2PPvoIERER+OSTT/Dbb78p82NiYrBjxw6sWbMGS5cuRV5eHkJDQ5X5OTk5GDNmDGbPno1WrVop052dnbF27VqtjGvWrIGzs/ND8+vafs+ePcjMzMTJkycxb948JCcno0WLFti7d69WO2tra2RmZiIjIwOHDh1CcHAw1q5di5YtW+Ly5cuP2pxCCCFeFBRClJuoqChWr16dFy5coFqtpq+vL/v27UuSzM7Opr29PRctWkSSjIyMZM2aNXnx4kVl+ZEjR9LT05MFBQVK+6VLlyrz9+3bx0qVKvHw4cMkycDAQLZt25aFhYUkydTUVALgrFmz2KhRI61sL7/8MmfPnk0ATE1Nfab2J06c0GpbXFzMN954g66uriwqKtJavwdduXKFdnZ2HDp0qA5bVgghREUkPaZClKPAwEC8+eabCAoKwldffYWkpCSlB9Xe3h4RERGYPXs2du/ejSlTpmDp0qWoV6+esvzSpUtx/fp1zJkzBxMmTEDz5s0xadIkZb6vry8mTJiAwMBAxMTEYPPmzVi7dm2Z50f37t0bN27cwMGDBwEABw8exI0bN9CrV6+H5ta1/YPMzMwwefJkpKenIzEx8bFtHRwcMHToUPznP//R6XGCQgghKh4pTIUoZxEREUhKSsL777+PiIgI2NvbK/P69OmDgQMHolu3bujUqRMCAwO1lrW2tkZkZCTmzZuHH374AZGRkVCpVFptNI/HGzx4MObNm4cmTZqUyVCpUiUMGzYMq1evBgCsXr0aw4YNQ6VKlR6aWdf2D6PJobke9Ult8/LycP369ad+fSGEEBWPFKZClDMHBweMHTsWTZs2RZ8+fcrMnz17NtRqNWbNmvXQ5f38/PDaa69h+PDhcHV1LTO/atWq+OCDD2BlZYXJkyc/MkdQUBBiYmKQlZWFmJiYMs9zftb2D+J/h0h+sJB+1rZCCCEqLilMhTAACwuLMqfXS88r/V9dl9fMNzc3f2xh5+HhgSZNmuCdd95B06ZN0bx588dm1rX9g5KTkwEA9evXf6q21tbWqF27tk7vIYQQomKRwlSIF0hQUBDi4+OfuvdT1/YaarUaX375JerXrw9PT8/Hts3OzsaGDRvQp0+fF/5RfEII8aJ7dBeMEKLCGTNmDN5++23Y2Njotf3169eRlZWFO3fuICkpCeHh4fjll1/w/fffw9zcXGlHEllZWSCJnJwcJCQkYN68eahZsyYWLFjwDGsmhBCiIpDCVIgXiIWFBezs7PTe3t/fHwBgZWUFV1dX+Pr6IiIiAu7u7lrtcnNzUadOHahUKlhbW6Nx48YIDAzE5MmTYW1trdvKCCGEqHBU1Nx1IIQQQgghhBHJBV1CCCGEEMIkSGEqhBBCCCFMghSmQgghhBDCJEhhKoQQQgghTIIUpkIIIYQQwiRIYSqEEEIIIUyCFKZCCCGEEMIkSGEqhBBCCCFMghSmQgghhBDCJEhhKoQQQgghTIIUpkIIIYQQwiRIYSqEEEIIIUzC/wN8t5mVQAvChQAAAABJRU5ErkJggg==", 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", 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" ] @@ -216,10 +228,19 @@ "cell_type": "code", "execution_count": 6, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "INFO: Time Series 'EV24' was extended in the future to 2024-03-13 00:00:00 with the mean value (1.6) of the time series.\n", + "INFO:pastas.timeseries:Time Series 'EV24' was extended in the future to 2024-03-13 00:00:00 with the mean value (1.6) of the time series.\n" + ] + } + ], "source": [ "gws = ml.simulate(tmin=\"1990-07-01\", tmax=yesterday)\n", - "sgi = si.sgi(gws.rolling(\"3D\").mean())" + "sgi = si.sgi(gws, fit_freq=\"ME\")" ] }, { @@ -236,7 +257,7 @@ "outputs": [ { "data": { - "image/png": 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qtRpt2rTB4MGDK1WuvzRs2BATJkzAxIkT0bp1azz00EOQy+VYuXIlWrdujVOnTvlVTqtWrfD5559j7NixaNGiBYYMGYLU1FRcvXoV27dvxz333IPPP/8cAPDcc89hz549WLBgAXbu3Ik+ffogMTER165dw8mTJ7F3714sXrwYdevWRWZmJtq1a4c2bdqgdevWSEpKQm5uLlatWgWr1Yo333yzUtffoEEDzJw5E2+88QZ3/TqdDr/99htOnTqF++67j0s1GCrmzp2LdevWgWEYFBcX48yZM9i2bRuKi4vRokULLF261M1WcsmSJejduzceeeQRfP7557jtttug0Whw6dIl7N69G9nZ2R4DbouxYsUKzinEbrfj8uXLWL16NfLy8nD33Xfj/vvvD+ramjZtisTERCxduhQqlQrJycmQSCR4+eWXaco3yq1F1UWOoVBuLPhxz8hHo9EwCQkJTO/evZkPPviAOXv2rOhvSUy6efPmeSw/OzubGTt2LJOamsooFAomNjaWeeCBB5gjR46IHn/o0CHmrrvuYrRaLWM0Gpn77ruPOXPmjGhMMoZhmJKSEuaNN95gEhMTGZVKxTRv3pz5/vvvmRUrVjAAmM8++0xwPETi3hFSU1OZ1NRUwTar1cqMGzeOqVOnDiOXy0XjpXnCWxw/sTbzFmPthx9+YJo3b84olUomOTmZefPNN5mysjK/4/jxzzFo0CAmOjqaK2vYsGHMzp073Y5dtmwZ06dPHyYqKopRKBRMUlIS06tXL+bTTz9lsrOzGYZhmPz8fGbSpEnMHXfcwSQkJDBKpZJJTExk7r77bmbt2rV+tRPD+I6XuGrVKqZnz56MwWBgVCoV06pVK+bTTz9lrFar4DhPMe38gbQb+chkMiYyMpJp3rw58/jjjzPLly8XxDV0JS8vj3n//feZli1bMhqNhtHr9UyjRo2Yxx57jPnvf//rVx1IHD/Xj8FgYDp37sx8+eWXfl+zp36wZ88eri1J+WJ9hUK5mZEwDMNUkYxJoVCqgPfffx/Tpk3DmjVrMGDAgOquDoVCoVBuIKjgR6HUUK5cueK27Hb8+HF07twZMpkMWVlZ0Gg01VQ7CoVCodyIUBs/CqWG8sILLyA9PR0dO3ZEVFQUzp07h99++w1WqxU//vgjFfooFAqF4gbV+FEoNZRffvkF3377LU6cOIHCwkLo9Xp06NABb7zxhlv6LAqFQqFQACr4USgUCoVCodwy0Dh+FAqFQqFQKLcIVPCjUCgUCoVCuUWggh+FQqFQKBTKLQIV/CgUCoVCoVBuEajgR6FQKBQKhXKLQAU/CoVCoVAolFsEKvhRKBQKhUKh3CJQwY9CoVAoFArlFoEKfhQKhUKhUCi3CFTwo1AoFAqFQrlFoIIfhUKhUCgUyi0CFfwoFAqFQqFQbhGo4EehUCgUCoVyi0AFPwrlJqRu3boYOXJklZxr5MiRqFu3rmCbRCLBpEmTquT8hEmTJkEikVTpOUNBZe5Vr1690KtXr5DWxxvVcV/DxdatWyGRSLB169bqrgqFUqVQwY9C8ZMjR47ggQceQGpqKtRqNZKSktC3b1989dVXguOmT5+OtLS06qkkxScjR46ERCLhPkajEW3atMGnn34Ks9lc3dWrFFlZWZg0aRIOHToUdBlr1qy54YQ7ItTn5ORUd1UqzZUrV/DOO++gd+/eMBgMVPikVDny6q4AhVIT2LVrF3r37o06derg2WefRe3atZGRkYE9e/bgiy++wMsvv8wdO336dDzwwAMYMmRI9VW4mikvL4dcfuMOLyqVCnPnzgUAFBQUYOXKlXjzzTexb98+LF26tErrcurUKUilwc3BN2zYIPg/KysLkydPRt26ddG2bdugylyzZg2++eYbUeHvRr+vNYFTp05h5syZaNSoEVq1aoXdu3dXd5Uotxj0CaZQ/GDatGmIiIjAvn37EBkZKdh3/fr16qlUFWEymaBUKgMSTtRqdRhrVHnkcjmGDx/O/T9mzBh06tQJy5Ytw+zZs5GYmOj2G4ZhYDKZoNFoQloXlUoV9G+VSmUIa+KbG/2+1gTat2+P3NxcREdHY8WKFXjwwQeru0qUWwy61Euh+MG5c+fQokULN6EPAOLj47nvEokEpaWlWLBgAbeUSOy3Ll68iDFjxqBJkybQaDSIiYnBgw8+iPT0dEF58+fPh0Qiwc6dO/H6668jLi4OOp0OQ4cORXZ2tuBYhmHw4YcfIjk5GVqtFr1798axY8fc6piXl4c333wTrVq1gl6vh9FoxIABA3D48GHBccTuaenSpXj//feRlJQErVaLoqIiAEBaWhpatmwJtVqNli1b4n//+59oe/FtwdLT0wVLq64fPnv37sXdd9+NiIgIaLVa9OzZEzt37nQrf8eOHejQoQPUajUaNGiA7777TrQe/iKVSjlbOXI/6tati0GDBmH9+vW4/fbbodFouPMUFBTg1VdfRUpKClQqFRo2bIiZM2fC4XAIynU4HPjiiy/QqlUrqNVqxMXF4e6778b+/fu5Y1xt/Mj93759O5577jnExMTAaDTiySefRH5+vqB8vo3f1q1b0aFDBwDAqFGjuPadP38+AOCvv/7Cgw8+iDp16kClUiElJQWvvfYaysvLufJGjhyJb775BgBE75GYjd/BgwcxYMAAGI1G6PV63HXXXdizZ4/gmED6tL/06tULLVu2xPHjx9G7d29otVokJSVh1qxZbsdevnwZQ4YMgU6nQ3x8PF577TWPy/q++uCJEyeg0Wjw5JNPCn63Y8cOyGQyvP32217rbTAYEB0dHcQVUyihgWr8KBQ/SE1Nxe7du3H06FG0bNnS43GLFi3CM888g44dO2L06NEAgAYNGgAA9u3bh127duGRRx5BcnIy0tPTMWfOHPTq1QvHjx+HVqsVlPXyyy8jKioKEydORHp6Oj7//HO89NJLWLZsGXfMhAkT8OGHH2LgwIEYOHAg/vnnH/Tr1w8Wi0VQ1vnz55GWloYHH3wQ9erVw7Vr1/Ddd9+hZ8+eOH78uJuGa+rUqVAqlXjzzTdhNpuhVCqxYcMGDBs2DM2bN8eMGTOQm5uLUaNGITk52WvbxcXFYdGiRYJtVqsVr732mkBjtXnzZgwYMADt27fHxIkTIZVKMW/ePNx5553466+/0LFjRwCsrWW/fv0QFxeHSZMmwWazYeLEiahVq5bXevji3LlzAICYmBhu26lTp/Doo4/iueeew7PPPosmTZqgrKwMPXv2RGZmJp577jnUqVMHu3btwrvvvosrV67g888/537/9NNPY/78+RgwYACeeeYZ2Gw2/PXXX9izZw9uv/12r/V56aWXEBkZiUmTJuHUqVOYM2cOLl68yAnnrjRr1gxTpkzBhAkTMHr0aPTo0QMA0LVrVwDA8uXLUVZWhhdeeAExMTH4+++/8dVXX+Hy5ctYvnw5AOC5555DVlYWNm7c6HbPxDh27Bh69OgBo9GIcePGQaFQ4LvvvkOvXr2wbds2dOrUSXC8P306EPLz83H33Xfj/vvvx0MPPYQVK1bg7bffRqtWrTBgwAAA7PL0XXfdhUuXLmHs2LFITEzEokWLsHnzZrfy/OmDzZo1w9SpU/HWW2/hgQcewL333ovS0lKMHDkSTZs2xZQpU4K6FgqlymAoFIpPNmzYwMhkMkYmkzFdunRhxo0bx6xfv56xWCxux+p0OmbEiBFu28vKyty27d69mwHALFy4kNs2b948BgDTp08fxuFwcNtfe+01RiaTMQUFBQzDMMz169cZpVLJ3HPPPYLjxo8fzwAQ1MFkMjF2u11w7gsXLjAqlYqZMmUKt23Lli0MAKZ+/fpu9W3bti2TkJDAnZ+0CwAmNTVVcCwAZuLEiW7XSxgzZgwjk8mYzZs3MwzDMA6Hg2nUqBHTv39/wbWUlZUx9erVY/r27cttGzJkCKNWq5mLFy9y244fP87IZDLGnyFtxIgRjE6nY7Kzs5ns7Gzm7NmzzPTp0xmJRMK0bt2aOy41NZUBwKxbt07w+6lTpzI6nY45ffq0YPs777zDyGQy5tKlSwzDMMzmzZsZAMzYsWPd6sC/xtTUVMG9Ive/ffv2gv41a9YsBgCzatUqblvPnj2Znj17cv/v27ePAcDMmzfP7Zxi/W/GjBmMRCIRtOWLL77osR1d7+uQIUMYpVLJnDt3jtuWlZXFGAwG5o477nC7Jl992hMTJ05kADDZ2dmCa3d9dsxmM1O7dm1m2LBh3LbPP/+cAcD8+uuv3LbS0lKmYcOGDABmy5YtDMME1gftdjvTvXt3platWkxOTg7z4osvMnK5nNm3b5/X63Bl+fLlgjpQKFUBXeqlUPygb9++2L17N+69914cPnwYs2bNQv/+/ZGUlITVq1f7VQbfNsxqtSI3NxcNGzZEZGQk/vnnH7fjR48eLdDs9OjRA3a7HRcvXgQAbNq0CRaLBS+//LLguFdffdWtLJVKxdno2e125ObmQq/Xo0mTJqLnHjFihKC+V65cwaFDhzBixAhEREQI2qV58+Z+XT9h4cKF+M9//oNZs2ahd+/eAIBDhw7hzJkzeOyxx5Cbm4ucnBzk5OSgtLQUd911F7Zv3w6HwwG73Y7169djyJAhqFOnDldms2bN0L9/f7/rUFpairi4OMTFxaFhw4YYP348unTp4rZ0Xa9ePbdyly9fjh49eiAqKoqrZ05ODvr06QO73Y7t27cDAFauXAmJRIKJEye6nd+fsDOjR4+GQqHg/n/hhRcgl8uxZs0av6+TD/9+lpaWIicnB127dgXDMDh48GDA5dntdmzYsAFDhgxB/fr1ue0JCQl47LHHsGPHDs5EgOCrTweKXq8X2GoqlUp07NgR58+f57atWbMGCQkJeOCBB7htWq2W08gT/O2DAGsaMH/+fJSUlGDAgAH4z3/+g3fffdenFpdCuRGgS70Uip906NAB//3vf2GxWHD48GH873//w2effYYHHngAhw4d8ikAlZeXY8aMGZg3bx4yMzPBMAy3r7Cw0O14vmADAFFRUQDA2XmRl2WjRo0Ex8XFxXHHEoit2X/+8x9cuHABdrud28df2iTUq1dP8L+ncwHwKDyKcejQITz//PN49NFH8frrr3Pbz5w5A4AVOD1RWFgIs9mM8vJyj/XwVyhSq9X47bffALBCcb169USXrF3bgdT133//RVxcnGjZxNnn3LlzSExMDNqey/Ua9Xo9EhIS3GxC/eXSpUuYMGECVq9e7WYrKNb/fJGdnY2ysjI0adLEbV+zZs3gcDiQkZGBFi1acNt99elASU5OdhOio6Ki8O+//3L/X7x4EQ0bNnQ7zrXe/vZBUucGDRpg0qRJeOutt9CyZUt88MEHQV0DhVLVUMGPQgkQpVKJDh06oEOHDmjcuDFGjRqF5cuXi2p2+Lz88suYN28eXn31VXTp0gURERGQSCR45JFH3JwCAEAmk4mWwxcY/WX69On44IMP8NRTT2Hq1KmIjo6GVCrFq6++KnruUHuuAuzLfdiwYWjcuDEXSoVA6vDxxx97DEOi1+tDFmdPJpOhT58+Po8TaweHw4G+ffti3Lhxor9p3LhxpesXaux2O/r27Yu8vDy8/fbbaNq0KXQ6HTIzMzFy5EjRPhAOQtmnQ12ev32QDwmnk5WVhdzcXNSuXTvg81IoVQ0V/CiUSkCWdq5cucJt87SMt2LFCowYMQKffvopt81kMqGgoCCoc6empgJgNRX8pbbs7Gw3DcqKFSvQu3dv/Pjjj4LtBQUFiI2NDehcrpw6dcrn7x0OBx5//HEUFBRg06ZNbo4sxAHGaDR6Fcji4uKg0WiCrkcoaNCgAUpKSnwKjg0aNMD69euRl5cXlNbvzJkz3FI4AJSUlODKlSsYOHCgx9946ntHjhzB6dOnsWDBAoE36saNG/0uw5W4uDhotVrRdj958iSkUilSUlL8KiucpKam4ujRo2AYRnBtrvX2tw8Svv32W2zcuBHTpk3DjBkz8Nxzz2HVqlWhrTyFEgaojR+F4gdbtmwR1SKQpUX+spFOpxMV5mQymVsZX331lWDZNRD69OkDhUKBr776SlAu36vU27mXL1+OzMxMv86VkJCAtm3bYsGCBYJlwY0bN+L48eM+fz958mSsX78eS5YsEV0+bd++PRo0aIBPPvkEJSUlbvtJyA+ZTIb+/fsjLS0Nly5d4vafOHEC69ev9+taKstDDz2E3bt3i56voKAANpsNADBs2DAwDIPJkye7HeePRur777+H1Wrl/p8zZw5sNhvnrSqGTqfj6sGHaMb452UYBl988YXfZbgik8nQr18/rFq1SrD8fO3aNSxevBjdu3eH0Wj0WkZVMHDgQGRlZWHFihXctrKyMnz//feC4/ztgwBw4cIFvPXWWxg2bBjGjx+PTz75BKtXr8bChQvDdyEUSoigGj8KxQ9efvlllJWVYejQoWjatCksFgt27dqFZcuWoW7duhg1ahR3bPv27bFp0yYuEHC9evXQqVMnDBo0CIsWLUJERASaN2+O3bt3Y9OmTaI2dv4QFxeHN998EzNmzMCgQYMwcOBAHDx4EGvXrnXT4g0aNAhTpkzBqFGj0LVrVxw5cgS//PKLQFPoixkzZuCee+5B9+7d8dRTTyEvLw9fffUVWrRoIfqiJBw5cgRTp07FHXfcgevXr+Pnn38W7B8+fDikUinmzp2LAQMGoEWLFhg1ahSSkpKQmZmJLVu2wGg0cjZ5kydPxrp169CjRw+MGTMGNpuNqwfftitcvPXWW1i9ejUGDRqEkSNHon379igtLcWRI0ewYsUKpKenIzY2Fr1798YTTzyBL7/8EmfOnMHdd98Nh8OBv/76C71798ZLL73k9TwWiwV33XUXHnroIZw6dQr/+c9/0L17d9x7770ef9OgQQNERkbi22+/hcFggE6nQ6dOndC0aVM0aNAAb775JjIzM2E0GrFy5UpR27r27dsDAMaOHYv+/ftDJpPhkUceET3fhx9+iI0bN6J79+4YM2YM5HI5vvvuO5jNZtF4etXBs88+i6+//hpPPvkkDhw4gISEBCxatMhN6+xvH2QYBk899RQ0Gg3mzJkDgA2Ds3LlSrzyyivo06ePaABwPh9++CEAcDE3Fy1ahB07dgAA3n///VA3AYUipBo8iSmUGsfatWuZp556imnatCmj1+sZpVLJNGzYkHn55ZeZa9euCY49efIkc8cddzAajUYQViU/P58ZNWoUExsby+j1eqZ///7MyZMnPYbzcA0NQUKt8EM/2O12ZvLkyUxCQgKj0WiYXr16MUePHnUr02QyMW+88QZ3XLdu3Zjdu3e7hQMh51i+fLloO6xcuZJp1qwZo1KpmObNmzP//e9/mREjRngN50LK9PThc/DgQeb+++9nYmJiGJVKxaSmpjIPPfQQ8+effwqO27ZtG9O+fXtGqVQy9evXZ7799lsu5IcvSDgXX6SmpjL33HOP6L7i4mLm3XffZRo2bMgolUomNjaW6dq1K/PJJ58IQrDYbDbm448/Zpo2bcoolUomLi6OGTBgAHPgwAHBecTu/7Zt25jRo0czUVFRjF6vZx5//HEmNzdXUA/X+8cwDLNq1SqmefPmjFwuF4R2OX78ONOnTx9Gr9czsbGxzLPPPsscPnzYLfyLzWZjXn75ZSYuLo6RSCSCNgXcw/T8888/TP/+/Rm9Xs9otVqmd+/ezK5duwTHBNKnxfAUzqVFixZux4r1x4sXLzL33nsvo9VqmdjYWOaVV15h1q1bJ3puX33wiy++YAAwK1euFPzu0qVLjNFoZAYOHOj1WhiG8ft5oFDCgYRhgrSqpVAoFErImT9/PkaNGoV9+/bR8CAUCiXkUBs/CoVCoVAolFsEKvhRKBQKhUKh3CJQwY9CoVAoFArlFoHa+FEoFAqFQqHcIlCNH4VCoVAoFMotAhX8KBQKhUKhUG4RbqkAzg6HA1lZWTAYDH6nJaJQKBQKhUK5kWEYBsXFxUhMTIRU6l2nd0sJfllZWTdE7kgKhUKhUCiUUJORkYHk5GSvx9xSgp/BYADA5lkMJmk6JTCsVis2bNiAfv36QaFQVHd1bmpoW1cttL2rFtreVQtt76olFO1dVFSElJQUTs7xxi0l+JHlXYPBcEMkD7/ZsVqt0Gq1MBqNdPAIM7Stqxba3lULbe+qhbZ31RLK9vbHjI06d1AoFAqFQqHcIlDBj0KhUCgUCuUWgQp+FAqFQqFQKLcIVPCjUCgUCoVCuUWggh+FQqFQKBTKLQIV/CgUCoVCoVBuEajgR6FQKBQKhXKLUGMEvzlz5qB169YwGo0wGo3o0qUL1q5dW93VolAoFAqFQqkx1BjBLzk5GR999BEOHDiA/fv3484778R9992HY8eOVXfVKBQKhUKhUGoENSZzx+DBgwX/T5s2DXPmzMGePXvQokWLaqoVhUKhUCgUSs2hxgh+fOx2O5YvX47S0lJ06dKluqtDoVAoFAqFUiOoUYLfkSNH0KVLF5hMJuj1evzvf/9D8+bNPR5vNpthNpu5/4uKigCwefGsVmvY63urQ9qYtnX4oW1dtdD2rlpoe1cttL2rllC0dyC/lTAMwwR9pirGYrHg0qVLKCwsxIoVKzB37lxs27bNo/A3adIkTJ482W374sWLodVqw11dCoVCoVAolLBTVlaGxx57DIWFhTAajV6PrVGCnyt9+vRBgwYN8N1334nuF9P4paSk4MqVK4iJiamqat6yWK1WbNy4EX379oVCoaju6tzU0LauWmh7Vy20vasW2t5VSyjau6ioCLGxsX4JfjVqqdcVh8MhEOxcUalUUKlUbtsVCgXtzFUIbe+qg7Z11ULbu2qh7V210PauWirT3oH8rsYIfu+++y4GDBiAOnXqoLi4GIsXL8bWrVuxfv366q4ahUKhUCgUSo2gxgh+169fx5NPPokrV64gIiICrVu3xvr169G3b9/qrhqFQqFQKBRKjaDGCH4//vhjdVeBQqFQKBQKpUZTYzJ3UCgUCoVCoVAqBxX8KBQKhUKheMVut6OkpKS6q0EJAVTwo1AoFAqF4pEzZ85ALpejVatW1V2VG56rV6/CZDJVdzW8QgU/CoVCoVAoHnn33XcBAOnp6dVbkRpAQkICHn/88equhleo4EehUCgUCsUjJN0pANTgnA9hx2azAQA2bdrEbfvggw8wcODA6qqSKDXGq5dCoVAoFErVc+HCBe57aWkp9Hp9NdbmxoW0k06nQ506dTBmzBh8+OGH1Vwrd6jGj0KhUCgUikcuXbrEfc/Nza3GmtzYrFu3DgDQrFkzZGRkcEvkALxmGatqqOBHoVAoFArFIxKJhPv+/fff3/DOC9UFEZDFUsXeSG1GBT8KhUKhUCgekclk6NRpCABg+vTpNKGCBzIyMgAABQWFbvuo4EehUG5IbDYb4uLi8Oeff1Z3VSgUyg2A1WpFWVkZJJIm3LbTp09XY41uXC5dynD+vei2jy71UiiUG5L8/Hzk5OSgT58+1V0VCoVyA3D+/HkAgNWazG07dYoKfmJcvswKfpmZmW77qMaPQqHckPDDNmRlZVVjTSgUyo3AoUOHAABnztTjtp07d66aanPjYrfbkZWVhZSUVNH9VPCjUCg3JIWFFbYp+fn51VgTCoVyI1BcXAwAKCqqCOGSn59XXdW5Ybly5QrsdjtSU5ty29q3H8x9p4IfhUK5IeELfjQvJ4VCKS4uhk6nAyBFu3bfoUePkSgoKKCBnF0gjh0xMY25bUeOvMJ9p4IfhUK5IeELfmSmT6FQbl1Ywc8AQIODB2+D1doOdrudjg8uEMEPaAAAiImJh8USgTvvnAyACn4UCuUGY8eOHTh9+rTAxm/NmjXVWCMKhXIjUFxcDK22YpnXZIoCIO7AcCuTkZEBnU4Hq7UWANbmDwBOn+4BgAp+FArlBqNHjx5o0qQJCgsLIZWyw8KcOXOquVYUCqW6uXr1KgyGGO7/7OxEADSkC5/S0lKkpaWhVq1k5OaqAQAqFfvXZJI7/1LBj0KhAFi1ahUefvjhaq1DWVkZ972wsBDR0bFo27Y7+vXrV421olAoNwKnT5+B0VgfgAKAAleuxECv11PBj8eLL76IHTt2ICIiERcusBrRxo0fAqCAyaQFQOP4BcWMGTPQoUMHGAwGxMfHY8iQITh16lR1V4tCqRQPPvggfv3112qtw8KFC7nveXl5MBojodPVRmFhkZdfUSiUW4Hi4mLIZEbuf4dDgtTUJjh48GA11urG4tixYwAAnS4R169HwmjcgR07hgMAystlAPzT+HXs2BGvvPKKz+MqS40R/LZt24YXX3wRe/bswcaNG2G1WtGvXz+UlpZWd9UolErjcDiq7dwxMRXLOOnp6YiMTIJCESFw9KBQKLcm7NgkA6DhPjExHbBv3/7qrdgNhFKpBADY7Z0AaFBUFAeG0QPQwG5nNX6ff/65z3IOHTqEL7/8MnwVdVJjBL9169Zh5MiRaNGiBdq0aYP58+fj0qVLOHDgQHVXjVLDOXz4MJ5++ulqCU9gtVoBVK8Hrc1m476npaVBp6sDmUwvcPSgUCi3Jna7HRKJTLBNItHDZCqvphrdeKSkpCA6Oha7d3s2jzl+/LhgrK1Oaozg5wrRRkRHR1dzTSg1nffffx8//fQTfvjhhyo9799//819LygoqNJz83nssce47wzDoKysD6RSI4qLqeBHodzqVGj81LyPBuXlVPDbunUrGIZBdnYOGjbsAVYjqhb5sNwoQfHl1V2BYHA4HHj11VfRrVs3tGzZ0uNxZrNZYFBJNBhWq5XTtFDCB2njG72tb7/9dvz+++8YN24cRo0aVWXnPXHiBPf92LFjSExMDLqsULZ1Xl4yoqIuo6io6Ia/d9VFTenbNwu0vasWfnvb7TZIJBJoNHZuv0SihMlkuqXvx59//okBAwZg5MiR2Lz5T3TvPlLQRnyIjHzt2jVERka67bdarQJzn2DaNZDf1EjB78UXX8TRo0exY8cOr8fNmDEDkydPdtu+ZcsWaLXacFWP4sLGjRuruwpeuXTpEgAgIiKiSmPXbd++nft+zz33IC0trdJlBtrWYp5ms2blYMeOq9i0yYxVq1ZBoVBUul43Kzd6377ZCLS9GYbBDz/8gAEDBiAlJSVMtbp52bhxI8rKyhAXdxlLlvzLbV+/Pgvbt5fjjz/+gEQiqcYaVh9k/J4/f75zy1lBG/HZt+89TJs2DX/88YfHPMf8sfi3336DTCYTPc4T/OgMvqhxgt9LL72E33//Hdu3b0dycrLXY9999128/vrr3P9FRUVISUlB7969BQbtlPBgtVqxceNG9O3b94YWHoh3uNVqw8CBA6vsvNu3b4deb0BJCWvfV5lzB9vWZ86ccdv25JOdcdttrNNUt27dEBsbG3S9blZqSt++WQi2va9evYqhQ4di69at1WpOUdMQtrcS2dn18eij7bn9t9+eAYfDgb59+3KODbcariktr1+fhkcfrS96bHx8EoBpaN68Oe6++263/VarlSdAAi1atEBCQgI0Go3f9QnEJrvGCH4Mw+Dll1/G//73P2zduhX16tXz+RuVSgWVSuW2XaFQ0MG6CrnR25vMWK9cyUJWVhZSU1Or5LxXr15FSkpTnDixDwBC0kaBtvWVK1e47w0bboZOZ8Lhw3oUF9cGwNrSJiQkVLpeNys3et++2QikvYuKilCnTh0ArDaE3qfAUSgUYBgHGEaB8vKK7B1WKxvexW63B9WuZrMZmZmZqF9fXFCqCbhe9+nTrT0eW1jIKppsNpvH9rp27Rr3vWnTpujVqxe2bNkSdH28UWOcO1588UX8/PPPWLx4MQwGA65evYqrV69SA1NKpSGpdQDg5MmTVXberKwriIz0PYEJJ3/99Rf3/ezZdjh8uAsAIC+PFfyaNWtWLfWiUCrLggULuO96vd7LkRRvsOOjcNnRZmM1Udu2bQuqzKFDh6JBgwaVrVq1QjIc+YPZzGpFvcXyu3r1quD/rVu3BlUvf6gxgt+cOXNQWFiIXr16ISEhgfssW7asuqtGqeHY7Xao1aznVVUtB61cuRJbt26BQpGAnj0nIjo6ulpi+QnzbSq5z/Xr1B6KUrMhy2Q9erxwSzshVBZ2XJKDPz6cOtUdADuOBcPatWtDVb1qgy/4dekyD/z2cf2YzQYA3gW/a9euCZbN77333jDUmqXGCH4Mw4h+Ro4cWd1Vo1QDdrs9ZIKSw+GA0RgBiURSZUGLp0yZAgCwWgtRVNQBeXl51ZICyZNdiMWiRvfuT1FNCaXGUlBQAIPBCIejDcxms0CzT/Efu90OhhGKCsXFEWjfvq+bnZs/VEWA4qqA79Rit3u3xXM45JDL5V4Fv/Xr16N+/YooJeXl4cvtW2MEv1Dy+++/V3cVKJWkQ4cO6Nu3b0iCLtvtdshkchiNEbhw4UIIaueb9u1ZQ+ns7FdQXh4HANVitiBMyyaMPSWTNbxlDbcpNZ/c3FxERMTAbmft0QLxeqRUwE6wFXAdH+RyI4qLAxf8+CnJqjNjUWURCn46iMfvq/io1WqPgl92djZMJhMkEgmaNNkHvV4f1qxkt6Tgt3r16uquAqUSmM1mHDx4EJs3b0ZGRkaly3M4HJBIpKhfvz327Nkbghr6Pt+8efOQlFQHZ8+2htXKLjNXRxJvb55gDKOgS2Q1CIZhwqLV2r59Oz799NOQlxtu8vLyoNdHcymzaHrP4BCz8QMAuVwfVMYhfpSAmjq+MAwjsMGz29WeD3aiUqk9jvHE5Eavn4xTp25Du3bDqeAXavbu/dv3QZQbFv7MPRQDB6vxk0GnS/ErkXZl+eeffwAAmZmXoFBIwUZ79y+Jd6jhL9UoFFLBRyJR1tiB+Vbkm2++gVwuD/k9Gzx4MN58801YLJaQlhtu8vLyoNXGwGqN5v6nBA47MZa5jQ8XLmzG7t27Ak7tWFBQgJQU1rGjpvUpwsKFC/HFF19w/zOMxq19XD8qlWeNH3HsyMtrBoVCCpksvLnSb0nBLzPzMrX3qMHwBb9Q5D4kGj+pVFUlWjeStqdz5zQAgNXKhhyqDo2f9/ajGr+axKJFiwAAR44cCWm5JNMAP9xETSA3Nw8qVTTy8uoCQFjNOLZt24Z69epVyzMcbjxp/OrXZ/PSXr9+3e+yHA4HbDYb4uObAKi5gt/u3bsF/1+/7ttDWaXSetTi/fPPP9BqtcjJIdmbauP69Wt+mTKdOHEi4Ha8JQU/wD34IqXmwLeFC4XgRzR+MlnVCH5EmMrJ6QC9HpDLq0/w40+A9HrhRyZTOg27K29HSQk/xB7z8uXLIS2X3P+a9pIuLi6GQqFHSUkiFApFWAW/mTNnIj09PawhOKoLh8MBuVzqNj6YTM8CCGwJnfQhhYL1cq2pE0u+bWK7dr1gMtV2ax/Xj04X6TFXb1ZWFmrXrg2tVgbWn642ysrK/FpKb968OZ555pmA6n/LCn78Bl20aNFN42l0KxBqwY9o/CSSqhH8SJ3tdjZ++o2g8WvYsIXbPoZhA4LW1MH5VkOlYu2MQq2ZI5ODmqbNstlskEoVYBgZEhLqhk3ws9vtXHiSu+++Oyi7txsZdvLnrvGzWnUAAnOaIX1IJmMFv5o2mSDwBb+MjA1+/UajifIo+JlMJkEAZouFdfjLzc31WiZ5Nv/44w+/6kCoMZk7Qg3/4XzyyScBAM8++2xAKVIo1UO4NH5yuQpWa/gHIlJntVoBvR5QKKpT42dDv37v48SJqXCN3CKXVwh+1Lv3xoe8RLOzs0NaLnnJ1TTBjzzXej0QG1sP58+HR/C7ePGi4H+j0XhTackdDgcUCqnb+CCTsYJfIBo/0ofkcrawm0Hw02j8y5ihVkfh7NnjovvMZjOUSqVzBQgAIgDAp50feZcEar96y2v8+A/o3Llzq6s6lADYsKFihlUTNX5Eg2az3SgaP0/zP6rxq0mQF3CozVhqquBns9kgkbB922ish/Pnz4flPER46dfvJ27bzWJDTu69mMbPbGa9pYPR+EmlN4/Gz1+02lb4999/RTXCZrNZoPEzmSIB+E4oEOz775YV/IiEzL8JrgaboeLy5cvYuHFjWMq+GVi8eDEOHDjg8ziGYTB06FB88MEH3LZQafykUhmkUmWVLvUqFHKo1YBaLUVERERARtKhrItMRuoh/EilVPCrDGVlZfj111+r9Hz8v6Giptr4keea7c9JuHbtqu8fBQF5ni2WZhgwYJ7ze81qK08QAUcmk7qND0BlNH43j42f2Ngp9nE4OgAQ186ZTKzgp1Kxx9rtrMbPl+DHb79ATBluWcGPLIccO3aM27ZkyZKwnGvAgAHo169fWMq+GXj88cdx++23ez3mm2++wTvvvIO0tDQAwMCBbKqg0Al+rMavoKCAC7cSLsjDardXzPDq1Wsp6ItVBdX4hY+33noLDz/8cJXd1/JyVuALdfyvmmzjRzR+UmkM8vLywrIEW2GzqwAJzRSKcelGoEJz6a7xs1gCj49Y0Ydq9lJvMP3Iao0CIC74uWv8/BP8+P1s586dftfllhT8tFodp13ZtGkTIiOjwno+YqDpybCT4puXXnoJs2bNAgB065aN8vJ2AEK31CuVyiCXs4M2yaoRLkidNRoZz+MrDnl5Vd8/bDYb5HK5qBeaXM7a9dXUwbm6OXnyJACgZcuWPo4MDcQeaNmyZbh06VLIyq2pS70OR4WNn0wWDavVGpaguGRipFDIuZf3zSL4kXtPbPyEHynUanVQS71E40fGFovFgokTJ1ZZLFOLxYKffvop6GxJ/MmwL29e8pFIPMeTJM4dOh17rFbLjr2nTp3yWAe73S4I3bRv3z6/639LCn7R0XGcxu+ffw6ifv12YT0fiVReVenAbjZcA4SWlcXC4WBn8qHS+EkkUjBMIrct0KCkgUCELX7KH6XSENZzequLROI+mwcAhmG9RKsjsPTNwLlz56rsXLm5uZx2oLi4OKQ5zMnLv6ZNAPgaP7s9fEGcyRjEjknEbvfm0JITjZ+YjR/AKlGC0/ixgl/37t1x9epV/O9//8OUKVMwbx67VG6z2fDdd9+FbeyZPn06nn76aWi12qB+TwRGtdp3xg4CyefLvyaHw4EzZ864afwIH330kcfypk2bhjvvvBMAkJSUgr//9j8xxS0p+BmNMZzG7/DhQ4iObod+/Ubj9ts7hOV8cXGsa3a4jItvdnJycgT/q9Xs7BoIjRG1w+GATCZDUdEdqFu3IQAE9BAFitVqhVwutKtTKg3VEgaCDXnhycaPHahojtPg4GvdfIVlqCxZWVmC/4N9oYlRWY3fO++8g5dffrnKPV2JVy/bl8Mv+MnlcshkoZuQ3giQey+Xu9v4qdWARhOc4EecOwBgzZo13DhOBObff/8dzz//PH744YdQXYoAoo0HWJOMQCkpYa+5YcNWftv4kSgJ/L7x9ttvo3HjxsjJyYFCoXCxofQOP/VscnIzLu2bP9ySgp9eH4Nr166joKAAFy5cgFrdFoA0bAmjFQpWbes6OFOEeHqxkMG6b9896N2b/R4OjZ/FYkRCwikYjUbs37+/0uV6gmj8+MjlepSUVI/gR7QirjgcrOAX7HLIrY5MVqEluXLlSljPRbRxQ4ey2TvIZDMUVMbGLzs7GzNnzsTXX3+Nf//9N2R18ge+/Wo407YJbfxuLsHPm40fAKjV2qCWeh2OitgwrH01u/pBJgckB3uog5ETjEYj9/2TTz4J+PclJSWoV68R4uLW+v0b8s7ia4NXrFgBALh06SJ0Op3geNd3hCt8baNaHRnQfbgl4/jpdNH455+tOHz4MABALm8Hu3132AQ/8uKkNn7euXbtGurUqeO2vUJbkgC5PAp6PaBUhmaANZvNWLhwIVq16uCMUyVFZGR0WLVvNpsNCoVCEBdLqTRUeTYZhmFgt9s5Gz9XlEoq+FUGg8HAPfOhjq3nChH8pNJ26Nbt7pDl+TSbzdz9D0bw42eySE9PR6tWrSCVVo2+ge3bFTZ+QHgEP/IiV6nkUCpvLocoMr4qlTLRMaKoKDiNH8ncAQCjRo3ivr/66qvo1q0b1+fClSaQb2ajF7swH5SWlqJ58wGwWGJE20UMIsjx31n8+Kh6vR4lJQDZdO+907B58wyP5dlsFatdKpUhoD53S2r8cnMv4OrVq/jiiy8gkUhQWtoEEok0bLGXgg2yeKvxzTffiG4n7WazRXPbGCY0gh+xKTlypMIwVqFQhdWuzWq1cktCBKlUVeU2VKS/e9L4EZsUKvgFh1arxd13Pw8g/Eu9pO84HEqo1caQCX6vvPKK2zkC4dy5c1Cp2DiVQ4YMwdtvvx2SevkDX5tttbIannAkvhez8asqjV+4n82K8sVNB5RKz/lnxajQ+Bk8HjN37lxu/L1yJTwheMrLy9G+fQ888MCXQQnppaUlXBBqf3E42EnBo48+ig8//BAABHZ9rgKoVKr2ONlauXIl9u7dw/0vl/tvawjcooLftWus7c358+ehVquh18shk4VvqZe8YEOdPP1mgcx6Dh06JLo/NzcXSqUSERE6zkNKownNAMsftEjZSmV4AzmLedIqFMoqF/z48QTFvNDUanawp4KffwwcOFCwvGu1WqHRsJOVcN9bUr5arYRWGxEyRyG+eUowz4TJZEJ0dAyn5fv5559DUi9/sNvtUCiI57wUcrk8LPehIhOPPGQrEf7wySefQKvV4sSJE2E7B1k+VKm0HsYIXVBLvSqVZ6EpPj6eE/w2bFiPTz75JGT2oYsWLcL27dtRXl4OpVIDlSoKZrM54Il+aWkplEqdaJt4ztVbMcEmsWj5gl9ycrJLVAXP76EHHngAQIUWUaGggp9PGja8DQCg0+m4FG0SiSxsgh8ZBLZs2YLt27eH5Rw1GSL4RUWJh9XJy8tDZGS0QD1PNH6VFdCIUFOnTj1efTzPtCrLvn37MHv2bCiVKsF2iaTqBb8KDbe4xs9mYwW/ql6CrqmsXbtWMIawTjw67ns4IX2HYZRQKiNCptkqLS3FnXc+hNjYuKAFP5VKw9kvVaWDh2uMSqUyPM8YGd8ZRsFpGKtC8Fu5ko1l+swzz4TtHGR8ZBhPGj8d5+jgD2I2fq44HA6BIPbWW2+FJLmC1WrFk08+iYEDB+Lq1atQKDSQSCIBBG6GZTabIZUGJmwxjEzwDgOEtoaNGzcW7JNKVXA4HF77Utu2XbljA6FGCX7bt2/H4MGDkZiYCIlEwgXzDZTUVNZFurS0FCqV2un1JQXDhFfjBwDr168PyzlqMqR9xOLYmc1mpKenIzIyRuDxpFIpUKtW7UqHyCkvL0dCQiK6dTvNla1QhEfjxzAMOnbsiMLCQigUKhePLyVsNlvYJh9ikIDlcrnCgyeaHFFRUdWSUeRmwGKxQKHQcN/DfS6A1RyHUvA7e/YsIiJSoVIFZ4rACn5qGAxsQNqqFPyIjV/FmBHYNdjtdmRlZfmsM9/Gj2hwqsLGj1QrnGYpRJsnl2tFxwilMjDnDovF4oxoID7ZrF+/ESwWi1uZfA/WYCHCXWlpKXbs2IGysnwoFLUBBO54yXqMi3s6e/fsFV63xcL2k8ceY2PUkswdajUgk3lO5dmqVWv07z8C9ev3AQAYjW0Cqn+NEvxKS0vRpk0bj7Zg/sIw7GyjsLAQKhXR+IVvqddms+Gee55Fs2ZtqiU7w40OEfzEopT37NkT8+bNg8EQ7bYvJaVRpWOllZeXQ683gq8ZkMvDY+PHD7B57pwwMKdEwmo9q9IonNiZMEw3j8fExtYOm4H1zY7VaoVEooBCoahSjZ9MVnnB7+zZs4iMjMSlS5dgNLYJ2vyhvLwcCoWa03T48lQMJa4e64GaU/z4449ISkryGVKEaGTYc1Wdxo+YqWi1Oh9HBk+FAOZZ4xeojR+x+QTcww7J5eyz8t133wEARo3ai44deyE9PT2geovhav5QVJQDq5UN33X27NmAymJlhcDFJ9dxoLy8HIMHvwCZ7FW3Y4kWT+y5s1jM0GhioFS+gvvuexUWy5CAPPlrlFfvgAEDMGDAgEqXo9GwL9nCwkLExydCrwdstvA5dzgcdqhUOqSmtsGqVQvDco6aDGuLoxC1Jdu7dy8AwGBw957S6aIq/YIrLy+HSqURlB0ujZ+r5ox/ToapyJLBHxjDSf36DdCgQXuoVLXh6ZSRkbFucRRrMmfOnEHjxo1x7NgxNG/ePKznslqtUCqVVSr4abVK2O3RMJvNKC0tdQsR4S8//vgj92yp1fFBC34mkwlKZcWSmOtSV7ioyDgh42KiKZWB5eImk/RNmzZh9OjRHo8jQp7RqOA0WVUh+JWVlTr/hi/OJilbrdZCTGa3WHRcPXxx6tQpfPzxx9BoWHvBZ55ZCrk8Ed9+ewd3DBH8Kv7viOjoZGRmXqzchcDdsadly/7QaCKh1+sDDhvjcDigUMjAc8oNCpOJtTUk7wJWFiF7PQt+ZrMZSqUaGo0RGs1nANgoAv5GD6hRgl+gmM1mQaMRiV8mYwefwsJCJCfXg1xuBcDAbneEZYBmZ54SaLWs1uq2227jBJqbGdKWvtrUbrdDrzfAZCr3eKxGE+G8T/xtRuTnX6jUPfv222+hVqvRowd/sFGivLw05H2BzIyHD/8QOl1TSKUV5dvt7OyxrKwsoGjwBH/bmk9WViaaN2/p1q58lEotSkpKbprwFCSE0/z58zFt2rSgy/HW3larFXa7HQzDQCKRQqlUorzcc9+uLGfOnMGTTz4JAJDJAKmUtZXNyspC3bp1gyqTP27KZHrI5QqYTKaAr6GsrAwKhYpbLpVIpEG1Q6D9mwjCEgm4/s0+1/7fh4sXWWGjoKDQ628qQpQ4IJWy1xlMWwUKsa0rLQ3980nKI2GtZDIFAPdzSKVSWK02v84/cuRIZGVloVWr9s57cj+k0nTBMXK5nFttue++FyCXW6FQaFBWVlbpa+R71j/++IcwGl8HYEV8fG1cvHgxoPJZJRHjdez0hdVqRVlZOeRyFWQythzyFwAcDtZRrLi4mMv+RTCZzJDJ5ILzBxK0/aYW/GbMmIHJkye7be/deyvmzZPDZrPBZitH//5r8MsvF1BaWoI1a9aEvB5FRUVgmIvo168f/vtf4ODBg1iwYEFIg6zeyGzcuNHjPjIzl8mkKCws9Nj+UmkO+vcX7vvhh3xcvpwR9D0jLyOTySQo+9ixXGRn54W8LxBhf/DgRlCp5AAqyt+/nw1uu3btWo9OLv7gra1duXr1Km6/PdetXfkcPFiIS5eyw/JchBKGYXDq1CnUqVPH4wDocDjw/fffA2CXdkJxTWLtvWbNGk7wMBqPgWEYHD16NGxt+M4773Df+/dfx2UIWrVqFRo1ahRUmXz76ZYtD2HTpvKg2uzSpUtwOBwwm0ksQFOl2sHf/k2EB6PxKHr2ZM/3++8WnD592u/zEzOSq1eveP3NwYMHIZVKcffdazmt/s6dO8OSF5hPUVEh1Go1cnNzw9a3Dhw4AAC4664totran3/2/71JVnSGDr0Ht93GHu+qobJYSnHhwgUolUrExVnRv/8a/PjjVWRnX6/0Ne7cuZP73rixHW3abAAAHDgQjaVLl+LOO+/0WyPtcDig1R73OnaKMWcO+zc6Ohpr1qxBUVEh5PJL6NOH7dfkL1Chcd64cSOSk5MF5ZSUFEOhSBecf/Nm/4XQm1rwe/fdd/H6669z/xcVFSElJQW7dvWGWq1GSUkJ4uMbYOvWgZDL90Gl2oOBAweGvB4qlRoKRSOcOPEEADauV/PmzdGhQ3hSxN0oWK1WbNy4EX379hXNQ0iOAQCjMRrl5cWC9v/nn3+471ptE2zdKrw3BsMeAEeDvmfE2Hfw4KcFZev1/4PJZA55XyAvhV277nXLj2uzsWsGPXr0EA1i7Qt/2pqPw+FAcXExFIoubu3KJyrqVxQXZ4TluQglgwYNwoYNGzB69Gh8/fXXosfMnTuXExzq1atXqWvy1t6pqancPTSZbodW+yvkcjm6dOlSKaHeE19//TWXgoq9l/kAXkft2rWDvsaxYyvi950+PQyRkUsQHx8fcHlff/0NHA4DVCo2HptWqwuqToH2b5IpxWK5g+vfRuNE1K5dG/v378fw4cNRv359r2VMmsQqDSIiIr3WOT09HQqFAlu3DoRMxqbNuu2223D33Xf7dW3BUFZWBpPJhMaNmyM391rIn0/S3nXr1oVWq8W2bfeIHieX74VK9bdf558+fQbuuWckioreR0Vcb2GaMaMxHrVq1QLDMHA4WmPr1oHQandDJgt+nCfwU6bm5vbC1q1dAAC3327B338/hLZt2yIpKclnOWzdHLBa23gdO32VMXDgQNjtdiiVbfHXX33Ro8dG/PVXX2cGGMDhYBVDnTp1Qps2QucNNs1oa8H5U1P/g1OnhLbjnripBT+VSiVqL6XRKKBSqVBSUoLY2HrQaFgDbIfD7tegEihsuUpotVq88MJczJnzDEpKSsJyrhsRhULh8VqJXaVWq0VBQY7guM6dO3PfVSodNBphGQqFCna7Leh2JIJf48ZPcBH32XNpYLVaQn5/SPw+rdZ9KddiYZ2MGIap1Hm9tTWf/Px8OBwO6HS13NqVj0ajR3Z2+Q3fVzdsYGfvJ0+e9FjXtLRV3HeTyRSSa1IoFDhz5gxeffVVbtv333/POc6oVBooFEosWLAACxYsQGlpaUjz6AJA7dqsZ2L9+g2d9zIe8fG1cO7cuaCvkZ8+UKOJh1KphtVqDbg8s9kMvb4W979Egirp38Q2TaOJ4Y4/f/40jh1jl/rLy8t9puoqLmZNg0imHU+QZ1ajUXD5rUldw8Xs2bMBAHXqNMOlS+fDdi6z2QytVutxjFAoFGAYh1/nz8vLRf36cYKyGEY4FioUbHQD1j5WBY1GAbVaj/LyskpfI1+7qFIZuNy5cjmrTfP3nUxWqZRKpdex0xus05PCaWOu58rRaBSc4Gez6bjzudaLtfETvhMTEhL8Pn+N8uoNJSR/rtGY6twSXq9eqZSVsSMi2MCLYh6styJE8FOptF4Nr4lrOx+JRFYphxyy9CCVunqWhSeOn6tHGx+JhN0eztAMfIi9i0IR4/W4QMM1VAdklpuYmOwxUfmWLVuwYcN6DBzI2sJVNsCxUqnE/PnzAbB2ovwlSLKaAABSqR4mU4XTUjgcZSIiIpx1qniJxsbWCjpNHMMwKCoqwujRn+Ddd1kttVweXAw8VsCuCOcSzsDofMj9lUor4qQ1a9aW+371qu+MEKQMm837Eho/93ZFppDw2veRiU5KSjeYTKawvbtKS0uh0XieqAQSDSM3NxcaTazLVqEIIpcruTGQtKVcHpoxiP/M8wV0qZQVsPw9R8U7J3DxKSkpBZGRkTCZTLBYLM6wMBrRY8k7wfWZOX78OOx2O9TqeMF2o7EW/KVGCX4lJSU4dOgQl+HhwoULOHToEC5duhRQOUplhUdURESqM75OeDN3kHhSKpUBMpkMixcvrrJBsKopKSnB8OHD/UpTRR4itdq74KdUqkViIlVO8KvIQymMYxeuzB1sTDOVhxhPbAqjqgqWTO6NVhvjoT4k9tmNL/hNnDgJderURc+ej3p84d55550AgNTUnujd+56QZLYgdnDNmjUTbFepVJxRvFqtx/XrFeFwwpEFhZT54IOruPtWGW9ss9kMm80GvT4eanVcpWJbEq/ehx/+A02aNK+yiQ2ZWKtUEVybDB68BhMnXkXjxs18ps8sKSlBdnY2tFqtTyGOpGBkxw6irQmvV69UKsOgQU9Co2G1POF6RsvLy6FWi8fwY+PfSvyKzVhcXIz8/HwYjYku44ur4FcR3UGhUDiP0YTk+vg2lyqVRjDGue73Bt8uPdA4fqNHX8KIEawpCnk+2QwipF78tmE3zpkzR9DGxPYvMrKXoGyTqbffbVEpwe/s2bNYv349L7p3eINz7t+/H+3atUO7du0AAK+//jratWuHCRMmBFwWGfg1GiIlh1fwIzZdUqkUTzzxAVatWoVFixaF5XzVSWFhIQwGA3755RcsXrzY5/F8wc/hcHgMcC2Xu2vKpFJ5pQZYYfwt4bnC8YJiNX7iHrtEMxGqVFu+IIOOXO5d41cTBL+jR4+gc+d7oVLpfPYHrTYeWq2RE8yCwVffkEqlnAAvkwlzkoZD8CsrK0PXrndCLq+wWTMa4zg7t0AhbaNUVmjLghX8zGZW4yeTpaJ//7eRn5/PecuGk/Pnz0Mmk0EqTeS2SaWRkEproWnTTsjPL/D6exLXrWnT1j77FF/jV1Vx/EpKiqFWGzhtVbgcSYqKiqDVes6y4a/GjzjKaLUNXfYIbZ1lMgU33pBVMplMD7vdXukxmT+plkrjed+D0/hJpTIfR4pjMLQFAG7FQKUSd/IkGr8lS5YI4hheu3YNSqUSEonQXjg2tqvfdQhK8MvNzUWfPn3QuHFjDBw4kBtgnn76abzxxhvBFOkXvXr1AsMwbh/SgP7CD22l0WicuVLDm7KNnw+1VauJqFu3Pk6fPh2W81Un/Hy7/tqaAUBpKRtj6e677+ZSEfFRqdRuuQ8VitBo/DQaYa7acGn8WHsO9+tgP1Ur+GVlZUEqlcJojPeaX1KtvvEFv4KCAuj1UV41wOTFXKvWXdBqjZVqZyI0k7y8FosFarUaXbuyWkWlUskJTzqdAePH/4ZBgx4HEB7NzD///IOEhAaC+5aa2g4HDhwIakwjbaPTGSqdS5pk7tDrgeTkQQCE3pXh4p9//kGjRk1hNCpF+nUUCgrEU3RlZ2fjxIkTnIBuMET61PgRG0B+PlabzQaGYfDdd9+FRSgrKSmBVqvn7EXD9Yxeu3YN0dG1PI4P/q6UkXHeYIh1yV8rFEGUSiWnrVUq5c5jWDOByo6NxcUVgp/BoOHVgW1DvjOhNyps/KQB5eoln8jIpgBYExEAiInpzMkkOh2/bSqUHcSmE2D7aExMLAwGiVvZ/hKU4Pfaa69BLpfj0qVLAkPlhx9+GOvWrQumyGqDRMeWSMIXwNlut7vNDhISUqtk5lvV8AdJf5aaiBF88+Z3YPDg4QCAZ5991u04qdRdiKysjZ9njV94bPxYbWiE6D6plNUMPfjggxgzZkzIz+3KxYsXkZCQCInEu3BO7GuqMtVWoBQUFECtjoRUKt4fiBfe2LFzIJNpoFIZUFRUhJ9++imotI/Edo4IflarFSqVCkOH/gYAiIyM5NmY6RETMwjduk0BEB6NX1ZWFuLjmwq2xca2QmlpacCBaYEKjZ9cXqHxk8tVyMjICLgfEBs/AJDJohEZGYmMjIyA6xQoBw8eQrNmnUT3aTQRokLE9evXER8fj+bNm2PkyJEAWI23P4KfTCbU+FmtVpw+fRrPP/88Pvjgg6CvwxMlJSVOB4Xwafz279+PP/74A5GRnm3H/NX4VdhTC+3ZXKMbyGQKHD9+3HkssfELzaS4tLQUXbrciUmTdrjUgW1Df1cOyRjjWnd/Ib/LyMiAXC6HROJpFahCtuJHKigvL/dqd+kPQXn1btiwAevXr3eLLdOoUaMaIczwNX5arRo6HaBQhNe5Q6GQCSTyhIS6uHDh5kvfRqKj16pVy6+sGhoNOxC0b/8KlMo4NG/eBzNnjkRxcTHat2/PxZFSq5VuMxqlUhaSpV6tVg4NbzxSq8Oj8SOCn/jMTAaNRoPy8nLMmTMH06ZNC0voD0JeXh6io2N9zhLJErzZbA4qsHS4OXv2LEpLS6HXG1FaahUV/CwWizPultY5kzbizJkzePrppwGwM/hAMkoQwY9oES0WC5RKJYxGLSIjI2GxWDB//nynRjUaUilgNrMdLByaGVbjqBLcS6mUFQSPHj0acHgg8oLVag2ouOU2XLp0CR999BHeffddv8o5d+4crl+/zmn8ANZuqSqCgZtM5dBqDaL9W6USf775qUDJaoxarfU5xlitVsjlcue5pJBKpbDZbNzSpL8hNgKhuLgYWq0eBkP4BL+KlI42j+OEv+9NIvjp9RrwF4JsNqHuib9KJJfbodcDFgsr+FU2S1NpaQkaNeqMhATXFJVyNG/eCsePH/GrHFeNXzAMHToS//vffBgMBhgMEpDhR6+vyMEMaPDZZ2ewbNnTOHHiMPdbdrxRuZ1bFoAcGpTGz1NIgry8vCpLNxUq+Bq/cNr4VcwIWWJj62Lfvr8576ybhQrBL5GbuXnj3LnzuOuue6FUsnYOUVFswNn09HRBgGu+vRFBKpWHReOnUGhhsVhC/oIqLCzkli3E4GuDXPODOhyOoJbaPEEGD1/I5eFdSqosR48eBQDEx3eEVCo+ESAvYLmcFb6SkjoK9gfqYe+61Mu++NkXllKpxOXLl/Hbb7/B4XBAKpU6j2U1uv7YvQYCwzCwWCxuXu8aTT3Ex9fCjh07PPzSMxUavwr7xJwc1lt6xYoVfpdDHGqioupx21xTconx3XffQSKRVGo8dk0Vx0cuFxf8Dh06hI4duwsmAWq1zi+NH7n/bPms7fFLL70EgA3oHagDoi9MJhPkcg1ksvA/nz16eBb0Q63xk8srcqDZbOxzq1CEZqm3pKQEarW4pNav37N+yy7keoO18QOAiAhWi6rTeZcctdqG6NTpfsHYz4ZyqZycFZTg16NHDyxcWJFzljyks2bNQu/e/nuWVBf8+6vRqKrUq5d8WrYcBgB4//33w3LO6oK1t9Lj338PYuPGjT4Fs/T0C0hKasDzRmTD61y8eFHQ2XU6Y9i8etVquaBco5EVOIMNh+GJoqIi0esgHz6uGqgRI0agdu3aIeujFosFCoXSD0+0wDzeguHPP//E0qVLg/otqVdUVH2P/YG8dFQqtbOPCVcqAk0AT4zESf8hGj+1mh2Uv/zyS+5Y0o56vR4REREhj+FHnhGVSngvNRoJ2rXrir///jug8jZt2oT9+/cDALTair46dOhHAICUlBS/y1KpVKhbtyHq1x/C85j3bStI2q8yWnci+In1aU85e4uKilCrVgq3CgGw/d8/wa9iDCGCH1/o5ts+VxaSDlClUkKvD5/GT6/X48UXP0RsbFOP44NM5vu9mZOTw/kBaLWu98Szxo9hTM5nJ1Qav1JoNDrR69BqDTCbzX5N9skYI5cH7tVb4bHLDvg6nd75P1s236uXX7fy8nLuvCQsmK93iDeCWuqdNWsW7rrrLuzfvx8WiwXjxo3DsWPHkJeXVyWGu6FEJmNbK1waP2Jf5DqziYhogcGDH0VJydWQn7M6KSwsREREBPdy9GXnxxp/V7wMSVy5/Px8wUOo0dR2+61UKuPal2hWAsGTxk+nY8+1d+9eDB06NOByPcEKW75nagqFwu3F9PPPPwNgU2AFm3+Vj9lsFsyuPUE0fuGwTSP06dMHAPDII48E/Fui6ZDJNB5t/IjGT6HQOP9WzLIVCgV2797NRQrwB9IW5eXlnGaYaHz4L6f33lsg+F3z5m1D7i1OhCgxr3eDIRqXLonHNRTD4XCgb9++ANiJB/F2BICoqLbo338IrFb/tM4MwyAzMxMjR34oeDb9cRIhEy7Wlkk8xpkvvGn8ZDJ2udl13DCbzYiOVgneA/7Y+JGlXoJcLnf7TSjtx0n7yWRKzsYvHBo/VsDwrpHy9d78448/MGgQ69SjVqvdJrRiNn4Eu53kQA6NjR9rFyl+PSScVnFxMaKjo72WQ65XIgk+KAqxe/Wl8QMApZI9pqSkBBEREX6P3d4IquYtW7bE6dOn0b17d9x3330oLS3F/fffj4MHD6JBgwaVqlBVwLfxMxhUTk/OymmPHA4HnnvuOS4MAKEiQLHczQNHp9NXWdy2qqKwsBBGYyS++WYPAN+CHxuhXcHzeFJDqVSiqKgIf/31F+6771F8/vkWJCQ0cms/Nt9t8IMq+Z1eL7w3tWs3BgBO8xEqXL27PXlkxcTEuAl+JOcqWdqsLBaLBSqVyg8vtPALfpWhrKwMWq0WBoMEKpV4eB9Sd62W9eQjdlEAkJSUHLCzAV94O3ToEKfxc7W5SUpq5tJfQ287SsojNn78j0ajCUjQJCkFAcBgMECvF3oNarW+x6vMzEzUqVMHhw8fRllZGWrXruPiia/wKvh98803AsEvWEwmE9RqcQ96jYYVkl2FM2LHyhdk9PoIUecmh8OBrKws7Ny5E99++60z7mHFNZK6v/76xwBCG96FtJ9arUBkZIVGfs+ePX6X8fHHH3O5w8Ww2+2wWq2cXaynjy8bP36dSAQN/sdgEAqCKlWFQBMTk+B8J6i4d0KwMAyDkpIS6PV6D9dSIfj5oiIEmSwor169HpBI2P6Qnn5OMP6LH18h+AGex26+XOOLgAU/q9WKu+66C9evX8d7772HX3/9FWvWrMGHH34YUMqQ6qZZsxYAAKmU7WgSCWuQG+wDmpOTg++//x5jx44VbPcW80etvvkEv4KCAhgMEVxGFF9LEBaLxW32YjQaubhPq1YtQUpKL9HfkjYNVvDzpPFTKo1o0qQZpk+fjtGjnwuqbE/n489oPaHT6d0EhNhYNuK9mKH45MmTA9a0k6VeXxC7uKqw8Xv00Uc9Zt7wBBH8AM9e3hUaP3aWTbQkABAXVzvgeHcmkwk65yh76dIlgcaP3Cf2PEKNU7Cx8LxByhPT+CkU6oCEJxJyA2AFP1c0Gr3PF+PevXuRkZGB8ePHAwCio4WOJQqF0qsG7ZdffuG+B6odPXz4MOrUqcPlsSX32xXSVq73wmw2Q6EQavyiopJhs9nc7EDHjBmDpKQkLiTHsWP/8sqX46+//gLA5p4Fwqfxk8lkUKlUWLhwIbp06YItW7b4/P2JEycwbtw4DB8+3OMxpN8old41rr40fvz+J7Yq46oB5I+PjRpVrLZERERUaql3zpw5cDgcUKvdbcUBNrEC4J/gFwqN37Vr6QDgM5A4wN5noGKiQvppZQi45gqFAv/++6/vA29gVCpgypQtmDFjCbRaKWfjBwBPPPFEUGWSQdO1IxPhQqGQua3H34wav5KSEuh0Bi5sia8XD8n/yW8Xg8GIw4dZL6annnrdo52EQsEKfsEK63yvXne7CvbF/sMP3wdVthjstbqfy9U+Q6lUuWlFyP+uA5PFYsGkSZMCtq1lBw/fNn5EqDpz5kwQV+wb/nUuXbpU8OL3h6ysLGg0WkF/cH0RkT6o0aidNkMVjR0TU0ug6fIFwzCYNGkSSktLIZfLkZOTg7KyMs7m5uuvD3LHkvNV2PWEXvCr0P6430viJe4vfOGGNYR3tamV4+DBg14d0iIjIwEAa9euBQDExaW6PLPel3oZhkH9+myQ30AnG9988w0yMjJw+vRp2Gw2t/av+LAvUtd7QTLr8PtPTEwSANb2kQ9xviIrGnfc0Zcr/9q1a1wKv6ZNWTOG8Gj82HseFxePrVu3AgB+/PFHn78nQqm3dw95n2m1eq/jg1wu9Rrih9//cnNzvY57X365gct80q7d7dBoJLy+XLl4osTesmXLQaJ1MBhYgfDhhx/2WRYR4sXe6f5+HI6K/uDLxk+lEmaDCYWNX1Ai6/Dhw/3qYDcyWm0cWreusCliGPZhD9bInKTAcp3VVGj83M0pb0aNH7GtkcvVkMvlQWn8Llw4j82bNwMA7r77PY+/JfYhldX4id0bIvgBoXPyEMb78oxC4W58Tv53fZEH6phA8Nerl9jFjRgxIqjz+MJVgxmIoOJwOLB69Wo0adIKALi2de0PWVlZAAC9nrXd5E/OjMaogLx6Sbokcp6xY8di/vz5iI5mNTsGQ4XjSDg1fp07d0bv3r29avyUysCWeq9dq0gtJ2Zb16xZDwDA77//7rEMVwFHp3PPSjBv3jyMGTOG83rlk5OTg+Rk1gu4devW+M9//uNf5VFxXytSfnnX+LlGHWAnQ8Kl3tq1W0OtVrtNSPgTosGDH8K4ce4Zh3Q6HbRa9vrDpfFj61iRncSfiRMRoK5eveox8gKZeNeq1dJrWVKpb41fQgJbv9atvdvRNmjQl9P4ua5G+OMU5A2dTof27Ttymj1XlEp2uz+RKCq8eoPX+EVHu9use4KMa0TjJ/bODJSgam6z2TBnzhzcfvvteO655/D6668LPjUR/iDBMAyWLFmCI0f8i+sDVAh+rho/EiD2VlnqJa7mEokEERERPmdp/GUyMbRaz7HsPL3o/YXUTSwQJ19A82cw8Adfgl+DBg3RvHlLqFQqXLhwAcuXL+f2eRL8gl3+8HepV6EIrReqK3xhA/Bv6YOwefNmXLp0CcOGvQOg4hlzFT7S09NhMBigVlcYbU+ePA8zZiyFXh8pWOL0BX9MuPvuu7nvPXo86Hasq+AXyowwe/fuxdatW30Kfjk5OX4HXeY7Mj3yiLtQ1rr1Q5DJZIIwS67w216hULiNh/v27QbALr3x4+YRcnJyUKtWhfBMloz9gbyIfQl+ZjM7GZ08ebLLdvclNLU6EnfddY/bc0eWws+dO4eoqHjBdfbsyWr5tFotN7aEUuNHBAAi+MXHJwX0e/6YfP78edFjDhw4gIiICERGeo8B6c9Sb4MGTTB37n5MmPCnz7oRgcbhEI7pYqsggcDmHPa8bK1QiAuEYlQ2ZRsA3HMP2/c6d+7u81iimCB9qLS0FCTaQrAE5dV79OhR3HbbbQDglnYskECo1QVJi8Kne/fHAIwEwKZSGTNmDCIiIvzWBhDBzzVNGdGUqFQyt3Pq9XpYrVbOOPxmwGw2IzKSNTyNiYn12n4Mw8Bms0GtVgja5r33PsO0aa8BcDf+5aNWBz+oHjt2jMuQIXaO8+cr+nVlwwgQ+I4sYvz442kwDIP3378T69evx/r163Hy5Ek0adKE09y4CtLB5JxdvXo19u7di6SkBj4DkFY2QrwvPvroI8H/gRhwE3vAxo07Qi5nnzHAfSJQWFiIqKhowX3u1WskAOD69dMBCX789n788ce5Jc077nA3ETEaNYLll1At9fIFOdIfDAat273MyWGD6W/dutVvU4C4uDgsXHjK44SrceMmXoVz/rP44IMjfPYv4oQBsM9HQUEBGjVqjZSUOtBoNDh9+hSWLVuG+++/32fdybuHtIlWqxY9f/v2gwEAbdu2FWzPzs6GWl0h+PXpMwB6PRuv0WQS9qno6GjONrR27WTBee67bzS2bdsErVYHo7EioHOoIAKQVsuOJbVqBSb4lZeXIzY2Fjk5OR7HtvT0dCQmJgqCC4uhVPoW/NRqDRo1au+zXno9UKcO61jXrFk7QZt6CsHjL/zUgWJoNP4LfuR6VargAzgDKqxZkwOlUguFgg3aXFBAHD+ER2q1wqVe1oHSPRFAIKJXUBq/LVu2ePyQJbqahkymwNKlrMckEQhcM5N4gwh+njqnmKaHBJO8mbR+7FIvO3iePXsGv//+u0eNg+vMldCzp3vKNjEq49xBnEc80b59RcJrb/fn4MGDePPNN/0KBeRL48eG0JAKNHHEhsiTxo8IIoFMuIiwkpfnewlbJlNg0CA25mRVpG0LRJDNycmBwWDgtASe+gNfuHAlOro2srOz/dYmkOPWrMn2GWpEqRQKzWq1FpmZmZWeSPAFVSLk8EMiEfr0YTOT+JM6scIL9ROvWva4uNpegxHzBRyx0C8pKUIN0smTJ7nvZAytXbsBfv75Il555TMAbJgff+zK/dX4KRQqdOnSQ2DCQTS5/OfzhRe+cG5zdxrixzPs3v1Jl3qwZZDJvNjvK0NFCB+y1FuX29elSxefvy8vL0d0dAzkcrnHiVZOTi6MRnFHCD6kzT2NDb40ba60bDkQf/yRjVGjvhZsD4XGj8TOE0Mmk6NWrVpo2LChz7LIWC8LJFWGCDpdDGdK4w3+Uq/D4cD169e9JgLwh+AXqZ1cvnw5qHyQ1YlWK+423ahRC4waVZEn9Y477vC7TLJs4enFJeb6bTSydmTjxo2rxNX4x549e6okVRIbEoHV+HXtytoEeeof5EHWaBSCdomJYdulffsOXl3iNZrgl3r1vOmSWNnjxy/EypUHIZFIvNopDhs2DJ9++in30vKGzWYTDevj+mnZsmJ2TF7sYoKf3W7nJlqBCH5kqa5z595+hR7o1eteAKjUwOsJ15dLIBq/3NxcREfHcPVUqyv6g91u59qMP9t3/aSk1IfD4fA7s4LFYoHBYEBcXIRg4OeXWXFtwiTuAwaMQHFxsd85QT3BDz9D+kdEhHvYjYYNm0MikeD8+fNISEjATz/95LFM0n9jY2O99oUWLW7zmsyeL/iVlBS4/X7ZsuP45JP53DG7d+/mvhOTitTUek5NVkWOWH/uDxFCSJvo9eL3nA19oRM816TfdezYj9tmNLK/FwsMbrfb0bFjF6xefQJJSQmCskk/lEgkzt+LhxkKFtKvdTp23OzXbzi3z59nlAhjRqPR4yQkNzcHRqORWx3z9FEo2HHH08S3uLgYnkOoCJ8X8n/t2rGIiBC+L0Oh8RMLJ8P/3HvvI35l76gI5yL1Wl4gHxKKRay9tdqKpd6XX34ZBQUFiIiI8FiGPwQl+DkcDkyZMgURERFITU1FamoqIiMjMXXq1LBlv6gqRoyYwn3390XHMAw3e/Qk+InPDthZUrgdZTIzM9GlSxfMmDEjrOcBiI0fO7N6913WI/bEiROixxJBVMzWbNOmLHzxhXebEDKzDma5k3ipvv76RNH9crkSdeu2hVar9Sr4eVqCFcNqtfoVziU1tQn3XUzwmzt3Lt566y0oFAouy4HD4fBbI0eW6oYNe9uv44k9SThi+bk+Y4Hcy0uXLiEpqULzwrfxGzVqFKfl86bxi4hghWB/l3srY5ZRp04rtGrVFl9++WVQfZZANNAymYyn3XLXHEilUkRFRWHfvn24evWqV8c1Uh+t1ruWp2nT25Genu5Ri8gXcIiTBh+VSofY2Ip79tVXX8FiseD111/H3LlzERcXh6Sk5gCA+PiK3/vzfJHJD3lePWn8AECtFno8k3rzNX4kDZ5YYHCbzYbk5LpISmrqVrarVj/Ugt/Ro0chlUoRF1cXABsyZu3a8xg0aKhfk/sdO3ZAq9UiIiKCE3hdr6+oqMivLDMkpImn935+fj4iImJ8luOLcGv8AECl8s8LPhThXAKBmI9ZrVYsWbIEQGDOIWIEZeP33nvv4ccff8RHH32Ebt3YhMc7duzApEmTYDKZMG3atEpVKtwQl2nxfRUG4P52tEuXLqGkpATNmjUXDOj8F7FKJXc7Z8eO/RATE4N69dwHyFBCBulQ54sUg2j81GogKSkVSqUSJ06cwD333CN6LMC6q7u2jT8xIZs2Zb3Edu3ahWbNmgVUz+effx4A8OCDY726wZeWluK1115Dz549RbM7uL5sAHZgOHDgADp06CA41mazQal07weukOsCgCtXrsBut3MCptVqxbPPii+F+/NyuX79Oqed1mr9G7i02opYfiRcR6jgz+JHjhyNjRv/4FJg+eLChQtISWnAtadSyQp+fE0RUCH4ibW7TlchHPoDa6ep5MIvNG3aDPff/4Ro2WLb+vcfin379uCPP/4IKlMJUCGA2+12brwxGDRQiMwpIiIiOAN+kpGguLgYTzzxBGbNmoVXX30VEyZM4PpxRITRa/9s3vx2AGxwc75zC4EIHmvXHkdCQn3ROkVHVywlnzp1CmfOnMFnn7HLuvff/zA0GrZfqtVR+O67FXjuuQdQXl4u0NKLQTR+pE10OvF7zpatQXZ2ha0iPygvwWBQO0OWiGv8SGgmV0g/ZMsL/VJvRkYGEhMTERVVYZdWp049pKTUw9mz4pNsPpmZmbjtto4oLy9DYWEhxo17G3Pn/oDTp09zcShtNjvkcjlUKsDbiqZC4V3wy8vLQ2RklF+hRrwdU1mv3uLiYi49micMBoOoBrRRo0b48MMPuVAvFUkZZAGFUPEG6R5i7U00yDabjZug9u79AFydigOZWwQlsi5YsABz587FCy+8gNatW6N169YYM2YMfvjhB8yfPz+YIm8Y+Etm/i6NEjuV227rJBD8hMEr3Z8eqVSKhx8eWelUNL4gyzihzhMqBj+BtFQqRUREhMdl0H379gEA4uP9z//Jx2iMQWxsrJtnaCCoVP7Zn5DwBq64GpQDbErDjh07umWE8DecS/36bXD4MNv3XnjhBbz3XkVIG7HBj9xXfwS/YDJ/aDThywdqNpsxbNgj2LTpHJRKNTIzM/0OHVNSUsLFiwQAu138eSVLvWIQrZC/2kzWG7pCmvn118N4/HFhEvuePe/0+PuHHnoDQOXakl/Xjz76CHK53M2pjKDRaDnBLyqKFbjS0tKwatUqzJo1C2vXrkWXLl381vjVrl0PEonE4ySS9MHk5CYeg8ymprbCiBGj8eSTz8LhcAiE7qZN2wiO7d59GJRKZUAaP3ItnlK2Ae4aP/Iy53v4k/p70vh58uoMh8bvjTfexPjx7DjAZqBwd0bwJx0ewzAoLCxE796DoFAo8J///AcffzwL+fn5giwbdrvNr3Al5BgxwY8IKhER3lOg+UNlPOIzMzNx9OhRn/WIjo5HXl6e4F45HA6cPXsWL7/8smAbUHUaP9Kf+LbmlQklAwSp8cvLy0PTpu4q7qZNmwYUjqG6EPPq5bNu3X4MHNjR7xkGGUASEhK5QWflypX44IMPuGM0GnevXgCIiooMKI5YMJAAtVUh+LGDkg56PTuL8Zai6dKlS5DL5Wjdum1AHkl8YmPjKhVnLzpa7fXcX3+9EC+99CRq1xZXrYsJfiTVm+vLymq1Qq2We+17FVQ8miQav06nE10ijI2N5TJI+IJof2fP/t7PegC1a8dxvyWp40KFxWKBTqdDo0b1kZ/P3sfFixf7FY+MTV1U4SXdsWN3PPTQY/j118XcMc8//zzy8vKg1RpEr9diCUzj55qeTa93n6H/9NN62O12iJsLySCXyyttr0Q4e/YsZ0smhlar5bQYxNzk6tWrACCYpJN+FROj99EvpF6zKNhsNkgkEhiN3l5MckyZ8h3Wrl2MhQt/ELzQIiKMbufXarV+CebkWSR1i4zUeGkX8aVeg0HOCWqRkUpIJGygXjGNn1Ip/iwTmywAnI1fZTR+NpsNs2d/CoBNaca3m+OjVnvPigKwEw6bzYaYmCjs379PsI8/trBmKTLR/s1HqfQs+K1duxZWqxWtWrXza6zxdoxKpURRUeDPzI4dO/DQQw8BAGw2k9dz1K5dizPbIitOZAznv2PIvdRqxd/pwUC6h1h7m83CPODTp38het5AfO+CEhvbtGmDr7/+2m37119/jTZt2oj8ombRrFl7DBgwKGBPv8jIGJSVlcFut2PkyJEC2zZPS1dKpTrk0fxdIYJfuEPtpKenO5NcV6StUiqVHl+q+fn5iI6OrlS9oqNj/HKs8ISvc3fseBcA8YGtvLycc1zJyMjglvaJBtd1+dfhcHiNWegJssRlMBhEtZvkvP5oFcgx99wz3MeRFURFscGJA8lw4S9sai3WZq60lBUA/O0PrrEIIyNj8fHHv6B79wqnrO+++w6bN2/2qPEjWqFABD9f8Q/ZJTLPRuKVDeviKgR5s+3kh+Mh954EtCYvML4g6s0ujuAtzBWbj9q/Pl5x3yueE51OLFWcxi+NH9GCZGZmOuOIerYtU6uFZfI1fsRbm/RDsaXaQDR+MpmsUhq/gwcrssFMmjTJmR3J/c3vKw8yUGHLajQKPbclEolA8GNXJ3x7rXrT+O3fvx9GoxGtWnX2WY4vatVKCMpUqUePHlzYndGjPScDAIDk5PoAhJ7mYhEdqlrjR2QH8sw1aOCudAu4zGB+NGvWLNxzzz3YtGkT5z6+e/duZGRkYM2aNZWulDe++eYbfPzxx7h69SratGmDr776Ch07dgyoDG82fgQ20bZ/YVbIw0ZsaObOnevWYTzZA8jl0pDaf4hBXtjhChszfvx47N69GxcvsnHDSCohm41tR/JSOX78OEpLSznbN6IRrYydhFYbXCoflUqFsWPf9HluYm/kOrAdP35c0NeHDx+O4cOHo27duqhfnx1AXAdS9ry+bfxcIS9qg8Egmjpt2LBH8PnnH/ul8SP10OnkovZXYsTHR0OhUITce//AgQM4fPgwoqNjoVYDTz/9Etas+c0vzzqA1UqoVEq39jSZ3LVDjRs3FW13qVQo+NntdkilUo/Cp6uNn0oF+GGOKCDUgl/Xrt089im+lp/0j6ysLNxxRy9s376VO4bfL3z1T6PRu8ZPLvevj2s0bCPyx6XISHcbQ38FP3LPLl686PRO9nxjXDV+fC3O4MFDsHjxIq4eYjZ+3ux1iZ2gRFKR6q4ygt/27duh1WoRGxuL22+/3bmq4m6vplIpce3aNfTt25dLGecKGUtq1aqFL7/8AWPHPosuXbri2LGjApMjIvj56t/Exk9s8mG1WhETEwONxvtE7sCBC2AYxodtaSt8/fVsFBcXi+aRFoNfp86duyA21pfjUjOo1Wr8+++/XNxLsXcm6QsaTehs/Ej3EGtvq1Wo8TMYdKLnDSRoR1Aia8+ePXHq1CkMHToUBQUFKCgowP33349Tp06hR48ewRTpF8uWLcPrr7+OiRMn4p9//kGbNm3Qv3//sGgiAjEmJQMq0XQRxwE+nmy7pFJZWD2hS0tLuRRLlfEk9MaMGTMEWQRSUupz+xQKBfdSbdGiRcBCui9cbXX8hWEYxMf7diDxFBuuR48eeOutt9yOT09P515AfK0IeXERezl/GD2aDS1EZqBidj1vvfUe7rprEIDANH6BxKCSyWRo3LixR+/sYCGC86FDbHiQ7t374csvf4DJZPLrWtjURe7Sq5j2LjW1gWgZJLsE+Y1cLsfbb3v2dna18QsGtTpwLT//BTRz5kwAFXFGH3lklMffedL4JSUlY/z4SQDYCUWFh73va4uIiPQp+PmDvxo/hULpV38g2qd//vnHp/mHTCYXjLv852LmzLk4evQKr1zxpV5PY7qYjV9lJvdsNpNaaNKEDc9z+vRpwaoKgYwPmzZt8ti/SPzSOnUaoG7diph1BoPBbaJaWRs/X1mZCMnJdZGS4t3BsWnT1gCATz/9VJDRyBv8laCUlFSfx0ulUiQmJnIaQkDo7U9MJKrLxo+8T/jpRIMlKI0fACQlJVW59+7s2bPx7LPPYtQodqD79ttv8ccff+Cnn37CO++843c5vmz8AHb2FMhSr1QqRZMm4i8X9pzi9gC+Ip9XlhEjRnCOCfyXx9KlS3HPPff4PXvyh4SEBLRvfzu6d+8EoELjJ/YidjgckEql+PLL/1TKTkKn0+D69SIUFRVBr9f7bfTKZgzxbW9nNosPbHxb1h9/XIjp0ydzgyp58W3evBn33XcfgIq2j4ryZUNVwWeffQOdToPPPmPte1y9GocPfxKTJn2Iffv2AvDPGck/Gyx34uLiQ2a/e+TIEXTo0IF7OQ0Zcj/XJsRTsayszGcAWYvFAo1G6daeOTnuL/2oKHEbP0ACtVqN8vJyTkOwcOFCzJo1S/ScbFovhcDGLxiNXyA5dLdt24ZevXrhyJEjaNGiBS5evIhhwx7AoUMHnXVQebVlI5D+cfXqVXTs2BnvvTcRcrkE338/B1ar1bk86ntCEBnpfalXLvfPjtVodNf4RUe73yelUuFX33YNqO2tDnK5RPBME8EsIkIOo1EpCJehVHrS+ImP6XxNI2uzJatUDFU2UoIacrkUu3fvRlZWFh555HG3czdoUCE8ZWZmcisPfM6fP4/Y2FgkJBiRlcUKEOx4YHTT+JH76K1/q1TeBT9vmYoCoX371jAajVyaPX9CV/H7aGJigl/1qF07QSD47dixg/v++OOP488//+T6gl5fmcwdQsi8Rqy9FQp2A5lsRUfrRM8biBgRlOA3b9486PV6PPigMD/l8uXLUVZWFpaE7haLBQcOHMC771Z40EmlUvTp00cQBJSP2WwWzHxIx/733wOIiIjktkdGRqJu3XowmUw4eZLVahQXFyEnJwd///03F8bj1KlTbksOqampKC8vh0KhQGGhZ1uzU6eOwWoVDvYtWrSERMKmLfv7778F+xITE1GrVi3k5+cjPT1dsE+tVnPhS/j2H4SmTZtCo9Fg27ZtWLlyJbf98uXLSE9Ph0KhwKOPPoohQ4YI2lMul6NVKzbh/ZEjR9xm2Q0bNoTBYEBmZqaoljUjIwMtWrTEwYPstdhsbDq6a9euCQa+vXv3ori4GA6HAwUFecjLu46oqChcu3YNV65kCco0Go2oX78BrFYrjh1z90hVKBQoKSlBREQERo8ejaeffprbl5ycjLi4OOTl5XHL0ECFvZ1MJgHDWLkXqLANWbV/RgbrEXnq1CnuHsXECG2HmjRpgu+++wn9+vXmIqsDrI0L+c2FCxcAABIJA4axIjPzsptWIiYmBikpdVBWVobTp08BAIYNewhr1vyOU6dOCc67YkUaYmJicfDg3zh/nj123759GDRoMKZMmSxYqoyIiED9+vVhsVhw9uxZyGQy7h4BQOvWbSCVSnHmzGk3b9Pk5BTExsbCbrfj2rVr3PUcOnQIbdu2Rbt27eBwOES9nlu0aAGlUonz588LNETDhg3jnstu3bpj5MinufpkZrKe0Pn5+Th79izsdrvbIN+kSRNotVqYzWZcv35FcC1xcXHo3LkzlyObcPVqJo4cOYCWLVnNwfHjx7iJnU6nw9GjR7n0k1ar1e15jIyMRL169XDy5ElERETi4MG/ce7cOURG/g25XIG2bdkx4vRp9zGiTp1UREdHIzs7G5mZl+FwOHDx4kX8/fff0Ov1aNSoEex2u2h2iqSkJPz5JxvPcu3atcjNzYXD4UDLlq25OlqtJkEbAOwY0bRpM4EGj9y/vLw8qFQqMIwVxcVFKC8vF/SL+Ph4JCYmobi4GOfOnRWUK5fLYTAYkJFxCf/884/bGJGbmwuVSoXMzHS3MSI6Ohp16rDj5alTJ3H+PFs236ZKr9fgxIl/BYKx1Wrl+s/ly+7PjdFoRIMGDQQT9aVLV3Bt0qpVa8hkMpw9e4YTMq9cyYTFYkFWVhbi4uI47dDRowc5AVKr1aJx4yaQSBiUlZVx7Z2RkYGTJ0+iX7/+YBgr0tMvCISM8+fZCSDrQZsLu92OS5cyuN8rlUq0aNECAPDvv/+6CZWNGjWCXq/nrvXixYuw2+0oKirklmqffHKU2z2Xyysmczt37nSLtVivXj2sW7cOKSkpOHjwb6Sns/UsKSmBXC5HYWEhSktLcewY+2zk5eXh4EG2f3saIy5cYO+h2WzGlStXBJEMMjIynM8vm3Hi33/dx4jmzdkx4sKF825a5ISEBNSqVRsFBQVIT7+AunXrcWWsXbsWffqwOZEPHTokOkbwNX7FxcVce7GxIpNRUlKCs2eFpjN2ux0lJSXO980xHD9+HLGxsZzTR25uLtfPTp48guLiCo2gmBzBx9sYkZSUCADIzs7C1atCO26i4SN97MyZEygqqjhvixYtoVAocOGCMH2uV5ggaNSoEbN582a37Vu3bmUaN24cTJE+yczMZAAwu3btEmx/6623mI4dO4r+ZuLEiQzYKMlePz179mTS0tKYOXPmiO5PS0tj0tLSmCZNmrjte/XVV5lRo0YxCoXCbZ9SqfR63gULFjDPP/+86L5Ro0YxaWlpzFtvveW2r379+lyd5HK52/4vv/ySSUtLY1q0aOG2b9iwYR6vMyYmhis3JibGbf/UqVOZtLQ0ZtiwYR6vqVevXm7bJBIJk5aW5vE3b731FpOWlsaMGjXKbV+HDh2YtLQ0ZsGCBaK/7dOnD1OrVi3RfaNHj2bS0tKYV199VXT/2LFjPdZrzpw5TFpaGtOtWze3fffcc49f/UoqlXo857333uu2b8CAAUxaWhrz6aefirbho48+6td5XT9du3Zl0tLSmClTpojuX758ucf+8uKLLzJpaWlMamqq2z6j0cikpaUxy5cvFy137ty5TFpaGtO1a1ePdWvVqpXo9jvvvJMBwKjVard9n376KZOWlsZIJBK3fffeey+zbNky5r333vNY37S0NKZ27doBtSEZIyIjI0X3+xoj0tLSmNGjR7vta9u2LZOWlsYsXrzY47kbNWokul2n0zEAmKFDh7rtI2PE3XffLfrboUOHMmlpaaJlDxs2jElLS2OmTp3qti8mJoYZOHAgU7duXdExomPHjkxqaqroGNGnTx8mLS2N+fLLLz1e648//sjUr1/fbXvLli19jhFizxQAZvHixUxaWhrTtm1bt31kjOjfv7/bviZNmngd73r37s2kpaUxPXv2FN2flJQk+g6qXbs211+MRqPb/o8++sjr9XTs2FF0jNBoNMw333zDAGDi4uLc9o8fP54xGAxM8+bN3fZFREQw3bp1Y+bOnSt6Tm9jBABm/vz5zIsvvihap2DHiOHDhzNpaWnM+PHj3fbFxcVxbajRaNz2f/LJJx772L333sukpaUxH330kds+uVzOdOzY0eMYMXHiRGby5Mmi5VZWjvA2RkgkEqZdu3ai5S5YsIBJS0tjbrvtNgYAU1hY6FOekjBM4Ak41Wo1Tp48ibp16wq2p6eno1mzZmGJ8M/apSRh165dgnyE48aNw7Zt27B3716334hp/FJSUrB+/XpBIFoymzeZTJwd07Jly/Dll19i+/YduO222wCwknppqbvG78cf52L27E+xbt06/Pbbb/jwww/RpUtXzJ37A3799VdMnjwZq1evdgss27JlSyxYsABjxozB7t3C+nvT+Gk07GweAA4dOujmxk00frNmzcSECR9gz549mD17Nvbv34+NG/9ETk42OnXqiHvvvQ/vvjue+51CIUfLlqzG7+jRI7Ba/dP49elzJzcLfOeddzB06FAA7Ex97NixcDgY7NmzF2o1a9OzadOfuHAhHc8++zR+/vln9O3bl9P4kRktgczmrVaraAy6xYsX4/vvv0d5eTluv70Dvvqqwtvck8bPbDahV6+eWLBgAR599FFRrWmzZqzG7+jRo7jtttswdepU9OnDpnP666/tGDeOte8zGAzYtGmTs1wzl+ZPoVAgKioKq1b9BoC1O3rxxRewb98+tGnTRlRzERMTgzp1WI3fqVOnBPskEgk2bdqE8ePHo0ePHvjkk0+4fVevXuWWlAFg8+atgmUvovF76KEHsHr1agAQPC9t2rCz+dOn3TV+KSmsxm/QoEEoKSnFp5/OhtlsRq9ed6BFixY4cOBgwBq/sWNfxr597Oz7hRdewMiRI7l9hw4dwnPPPcf9v3DhIjRq1FhQbpMmTaDRaKDRqAT9DWBn88nJ7Gz+zJkzWLVqFaZPn4758+ejZcuWaN2a1fgRrQYAjBnzIiIijII84x06dMCXX7J96dy5M9iwYQO+/34u6tRJxtChQ/HEE09g79696NSpExQKhc9VAaLxu3z5Mp566inUr18f48e/D4NBj4YNxTV++/fvw8svv8T9/9prr6Ndu3Z48skn8NNPP+GDDz5AZmYmli1b5jYWk1WBN954A1999RUAoFu3bpg16xN069YFX375JZ5//nlMmTIFH3/8MZ59djTmz5+HP//8E/Hx8UhKYjV+Z8+6a/x+/fVXLF26FCtX/tdtjJgxYxqKiooxb95Poho/skJy8uRJnDlzBsOHD8fDDz+CZcvYrCI5OTnIzMwUaPzuv38YMjMvY+LEiXjyyRG4fl1c4zd+/LuYPftT/P7771xaQgBo3ZrV+J05U6HxW7BgARYtWoTjx08iLi4Oc+b8B6+99ip27tzJmWpotVo0adIEEydOxE8//YS0NPbZGT/+HWzZsgVDhgzBr7/+igsXhBq/jIwMPPDAA2jcuDF27dqFvn37Ij4+HpMmsVmhVColmjdnNX5HjvwLm827xm/ixA+4vNTbtm3DmDFjMH36dNExol69eoiLi8PMmTNxxx29BPvr1auHOnWS8cEHH6BfP3Ysy87ORlxcHN577z1IpTKsWLESR44cQbduXfDQQw9h7NixUCgUHseIHTt24I033kB6Ohuai6/xmzp1Mq5cuYK9e/cGPEYArMavdm1W40dWTPLy8jBgwAB8/vkXeP75FwAAhw8fgsMhfAnabFb06NEdAGvzyDdpch0j+LzzzjtQKJRYvfo3HD9+DJ988jF27NiBIUOGYO7cuUhPv4S9e/dg8OBBWLVqlSDMl5gcwcfbGJGYmIgDBw6gbdu2bpEb9Ho92rZti65du2Hbtq1u19OyJavxO3z4MDp06IDCwkKfZjJBLfXGx8fj33//dRtsDh8+7LYMFipiY2Mhk8ncGuXatWseY6ypVCpRD8H27duL1lOhUHDOB+np6bDZbGiWmgKVMzBsqwbuNhMA4LBaoFar0bFjRy5YamxsDJo3b46JEyfi4Ycf9phZgqR/6tSqhbsnod2K2kY9ardu6f5DZ506tRLZB6CsuBATJrBes506dULbtm3x66+/IlarRkZhAQCgft1UdHYt21lu+2YeXMbtVtSvHY/6teO5TUajkRsMkpOTuTa0Wq2Ijo5GUWEhFNYKAbxNo4YoyWPV8D179kR8fDz3W2Kw7gr/3vD57bffuIlGXGyM6PUkRBiQwNtOjJjVarXHcgmNG7NCR4OUFHRu3RIZmZmc0AewDyX5PX8O1alTJxw7doyrz6mj7Eu9SZMmUCgUqFevnseMLREREaJ12rlzJwBWKHXdn5KSwg26bRo14DzM+e3g4C0piZVPlp/EMBgMkADo3LolZ/Bs0Ou5Z8Ot3XnnbZaaAqAiSLdSIedypXbp0kVQF1enk+wrWXhi2P1uxdosrGDQpEkT0WuJiopCx44d0aFDB/Tr1w89e/YU7G/bti33PTW1Dq64TDj27dsHW2kxunfpgkcffRjp6en46euvYbfbUbduXXTs2BE5OTno2LGjYDm1ZUsP7QB2cE9MTERMTAwiDIaKNvPQhsW5QgEnMT4ODVPY56Njx46cXVVCQoLHPsxPVWfQ69GqITuGxcXFQaFQIDExEXa7HUm1a0GlUgnKiY6OFi33999/h8ViER0jTp8+jc6dO6Nu3bpu7wcCeebI5NuorzBWj4qKchubMzNZb/Ljx48jJTYG9WsLJ9AAALsVMjBo1KiRaJYgAGjevDn3fdu2bZDJZEiOjgTsVhjU7HuiS5cubuOwUqmETCbj7s/t7dphy5YtOH/+PBQKBTdGEMh4JpVKERMTg/j4eOi0WuH9dd7z25t7yDhkt6JBQi00SKgFvU4HqVTK2fjGx8d7HCMcDgckEgmi9Hq3/mS1sqY3KSkpbr9NTEzEubNnYZBJcHtz9r6SfsXv365jBFlOVdgsSIyLQVJUBLcv0mhEWVkZ93tv42yTJk087ouLi+MEeSJgJ9eK58aeji3dx60PPvwQANwURXzIGMGndu3auHb1KlR2K9o1aYyYqChERESgadOmsFgsiNNpILOzk5327dsjKSnJrVxf7xSxMYKYQiUmJiI1NVW0TFM5Kyx26dJFNCavaz/0RlBuKY8++ijGjh2LLVu2cAnRN2/ejFdeeSXoNES+UCqVaN++PWfvArCd/M8///R4YysD0c5d8yM4MD9/J5ktkt9LJBKv6cS8eUVVhj3OIMKufDdvHvKcL259IFmdvaDjleMa4FehUMBkNgvsbyxWK/73G6sJIymCgoU/KPmbQ5U8ZP54H3L3xynUbXcKX2Rw55+f/8KIj48XzIzPnDuH5OTkSjnTeJvFLV5cEbTYk1NSsDlmAfY6SbuVOQVtf703XSk3mTB8+HDs27cPw4cL4wm6Gui/8fbboqE8iKOJLy9UiUTiJvS5otVqkekU/PiTyItOQZqEsTGbzQF5rXpCpVLB7IfjmKtDgMVqhcW5TalUckboERERbr8l8O+5zWbjNF5EiFAoFLDZbLBarX57K3sLR3Pq1Cm/PfdJ3fzNSOArAL3d4fDbW10ikbh59UokEtEwPq5x/Go5n/3XX39dtGwibJPnUKPRBOTM44rZbIZKpeLaxptyhQibR44fd9tHxiOdyLivUlXkwiV2m/44ypH2top4XVsDiOnoL6TP+HK8vJCejh49egQsGyiVSkHfJm2v0Wi454T0hUAiI1QWuVzOjbuVGce58oL50dSpU5Geno677rqLGwQdDgeefPJJTJ8+vdKV8sTrr7+OESNG4Pbbb0fHjh3x+eefo7S0lPPyDSWc4Hf5Mpr4yBtrMZm4Dp6YyBppjh492q/zkIfLXlgIWQhuKCGb55kEsCFmxo8fj7jISFxxvsiMWi0Qgth+fE2X66yDxPGz8NzizQUFyM7ORp8+fQQaiWDgDyyMw+HX9dicSwoBCX4mE1BSgtLCQkilUvzyyy/o27evx4EtPj4eFosFtoICyOVymMrKKp05hcx6xVL88bUrlqIiUZdGUyVMMDjBr6QE5c57KZfLg+o/5WVl0Ol0uP322/06vjQ7G1qXl90upwAeivBAOp2OCw67cuVK9OrVC1arFVFaLa6cP8+9CE3OdE6hEPxM5eU+287qIvBaysthdmqrVSoVWrVqhSNHjnAOWWLwXxJWiwUlTg0NmYCQ/ltWXBy44OdSf4ZhwDCM3+WQuhGB5LiIsMJHS8YrZ/ufSU/Hp99/j6+nTIFcLofFZPL7pSiVStlxy3kNdrPZ44ucE/zIsRYLIiMjPToxkkkhEczLy8uxfv36oMdaU3k5YnkTRtfJkStdu3Zll4FdzlfidPYQy3nMxRosKYHVOb74I9iQskpzc4EoYVBoq9MDPpRwgl9Zmcf2XL52LX5ZssTNtMrf8i0WC1c26VOkzctzcth3ASqfNi0Q5HI595yEQuAMquZKpRLLli3DqVOn8Msvv+C///0vzp07h59++ikk0qgnHn74YXzyySeYMGEC2rZti0OHDmHdunVB3WBfkLyWhX7k0c0vKOCO79q1K8rKyrggxb4gNzHUGj+Li7YgMjISEokEFosFV522N5XNH8mdizf7SkkR5t1VKBQwm0w4cOwYty0nPx9r1q3zyyXfF/yBxd/wOzZnWwej8SsrL4dWq+XumzfBDwBKncJWIBoVT7gud/CpVasWhgwZAsD93hPKK6F14AehJTNPWZADX1l5uceXV/369bk4oSTOn1nkesi1kIlWZSACuUQiQatWrThbO5vNhv9t2MAdZ7JYYLfbKy34ucbx23PwID778Ue341y1KBarlfudSqXCvn37UFZW5jXTCX88NpnNKHG+PPgaP4C9J/5el6cYp4FqQogZTmFREbRardeVEf7xhBGvvILvfvwRp5z2X0Q74w9SqTCMlt3h8Hj9rho/Noaf52skYwbxOl2/fj0AoCDInOzlJhPUajVXX1/jiF6vF9UolzgnEl4FPwA2XkYXX5AJRLGIEBYOjZ9MJuPeY554yGkzHEwOd9e+bbZYoFKpuDGi3GSqFo2fQqFAWVkZlEplSDJwVWoEa9SoERo1agSbzVYpVXYgvPTSS3jppZd8H1hJuJlFeTng49qyc3IExsS+ZmR8OMEixA4xVpc6SyRsvDJTWRlnRGu1WHxem1/nsloxYcIEPPPMM24PA1Gd38lzPjjqNHzt27dvpc/NH5wsLtdzNiMDt99zD45t2oSk+AqbRJtzAPRnYOMEc6sVMJlQVlrqVfAjLxRO8MvPR4RCAWsIAv96E/wAcGFMLKWlove1Mk5XnMbPZEKZU+skl8mC6j/lXgQ/tVqNrVu3AqjIMmAqLgZ4zlgAUO4UYCqrMQYqlr46d+4Mg8HA5ek0l5dz5wEAc3Fx6JZ6zWau7brcfTcA4LXHHxcc5/oMX7t2jR2PAGf2EN9CDqlrdHQ0cnJzUezsO+TlT+5DcYAaP6vVCkdZmUDrYXcKpf6+EMkYW1RU5Nd9ZBgGMJu5oGfkBXzy1Cm0SEmB2WTyW/DjlnqdbWyzWHxr/Eh2Fz/SmbH5oVlh4c4778TmzZthKSkBglCMlJSUwGAwcEvivu4TJ7y49J8S570XW+olaeUcZWU45Qxr5I9Gi/Sj4sJCt/NZLBZoQmRORJBIJOz1mUyiYw9fQHd1fvEH17azmM0CjV9ZYSH7LkDVa/yKi4tDplgLqOa//fabILE3AEybNg16vR6RkZHo16+fINJ1TYYMIGLaBj52ux2/rVkTtK0aGUBCnbaNaAumTp3KbVOr1TBZLDA5B+jKBBXlwwbS1bhp+4AKGz8+Z50etk899VSlz80fBMn1/GfZMixeuxa/rluHwsJCbHWxdwxkRktmV2S2XWYyCQQ/1zLI80HaooRo/EIw+/Ul+JG6eNT4hULwg7g9TyCU+bns7e0ZLHeaV4Ri1k3qQhyLuPPynhUAyMzOrlobP5d2/mnRIuz85x9BHX1BtOp16tTB9evXuf5IXtjkb0FRUUCCH+CuYQ9Ek84vp7CoyK/JsusKRb7zOchzTmSJdsYfuKVeJ960eIFq/AB2xYjUZdy4cWz9fIy3DMPg/a++wkUXM51ip+BH6uDrPnmywXzi1VcBeNH42e2Q1auHbvfeC8A/BQYpq0TEDpekNww1SqXS4xiX75yU/ve//w3I2cFT2aRPcUu9ZjN3H6pjqTdU7RnQCDZ79mw88MAD3P+7du3ChAkTMGXKFDRr1gzvvfcepk6ditmzZ4ekctWJP7YEAFBSWgqHwyHwGAsETuMX4jy61vJyqFQqvP/++9w2tVoNc3k5Z+tlFbHTCQa+c4srJHNHnTp1IJFIcPHiRS71TSg8wMVs/F50DrTvvvIKAOC1CRNwz223IdI5SNn8nDkD4Ay+HU67j7KSEq+C3xNPPIGHH36YWy4szcsDYmJCovEjyyqe8pZygl9Jiaj91dUglj74ZRMbIKKdJv8HAsMwXjV+fDgBrKjI7TymsrKANOveIIIf0TqRvmwuLRXYRfZwaq1DpvFzuSZzfj5U/ImMiKD+r9Nkwt8XAHlJJScn49ChQ8hzOqu5CX5OW1R/IOf++pdf8ObDD1ecy9kv/RXGyfNQUFDg7oXOY8iQIUhLS4PD4UD+lSuw2Gw4ffkyF4pj9Ouvo2/btsjJzYXKTztaTuPHs9vzVG/O4N+PY8Xg+nFhIZs2ygMmsxnTPvkEy1etwileAHKSmzdgwc+lf510asA8CX6uyoeABL/CQrfzhcK8RQylUslqvsXy6JLViCCfUaVSyY6vzrLz8vNRr0GDiqXewkI4AtRshwKFQgG73V49Gr9jx46ha9eu3P8rVqxA37598d577+H+++/Hp59+it+c3po1HblcDqlU6nNmbnU+LN7c0b0RLq9ei8hsS61Ww2Q2V2j8QmTj521mRwbN4uJibmm3wLm0E4oZk0Dwc9mX4Zw5Z2dnY92+fRX1DUDjBziXb53agVI/bPyUSiW3nFLqXDIIhcZPIpFg5syZHp8xbxq/rLy8oGxeCHyNH2nnYGxEiVecPxo/IoiZRJ5BYvcUCsi9In1YKpWytqkuGj9CZQf89PR0HDx0CIXOZWTyHBS6xFB85s033X5rdqaH9LfvkmsjmusvFiwAUDGJIC/u/MLCgDV+b02ZgiW82IeB2j6RZbu8vDyv9/J///sflEo2X+9Db7+NlJ49cdfjj6NTp07cMfXuvBN/bt0atMavpLxcVCAC2Lay2Wycxi4Q72GAN5HwofEj74DTLrHliouLYTAY/Lbx85Vn3peNH8GfZ5Rcm6hXbzgFPw9jj93ZRsE+o40bN8aVK1dwMiMDDMPg36NH0bp1a04IXrdnD7diVNUaP8A/ZYU/BFTz4uJigZZmx44duOuuu7j/W7Ro4RaAtyajVCphIbY4Hj5W52Ad7A3hlnqJLWGIPmIaJuJNSJb8OBs/Pz5MeTlm/fILu0zL324yeU1cL5ezydALCwu55fCcvLyQaWv453XY7RjJW9rOyMriwgs9+tJLsDtt32wBhiORSqWwO9sqyxk30pPGj8AJfsXFHu9HMIwbN44LQuwKGYSv5eS43T/X9E2BwrfxY/hhHwLsl+VOA/eANH5lZW7l5AegofIFecHxJ1/kWTGVl6NBA2EO7sqel0yAnp02DTCZuPIKCwq467O7CIGEQBwYAHDCEXGC2e9cKiYvLdJPDx0+HLA3LgB88uOPFXUmTj8BvHSJgCIWnJ0P0XiU8rTdn376KSZOnCg4LmDnDmfd8/LzPWodOQcG5/3xx8ZPrE6kH1+/dg0T584F4zLmE29RABXbyspgcpqXBKzxc33+nIgJdGKCnz/PKOlHNpF3SbgEP4VCgT937hQdX+zO6wxW8Bs6dChkMhm27t+P0qIilJSUICUlhWuL92fOxNRvvqnUOYKBtCPfl6AyBCT4JSUlcRGpS0pKcPjwYYEGMDc3t9IhK24k/LHFsfr5MHqC0/gF9WvPiGmY9Ho98ouKgtL4Ldu5E29Pn44vVqwQbLc7HGAYxqvGD2BfqsRo/ur16yHrJ/yXMMMwWLB0Kff/pcuXBXaHh5y2hYHaIvE1fhlZWUhJSfHp1csJfiG08fNFXFwcUpKTsde5HHglPx+bjxwBAOTxbF/Wrl0bcNlEAwZU2I0FozEud/4mEBs/k4imZP7y5SFrT1IX/lKXWq2G2WJBSXk5YmJiBCYTlRX8XnXaWp11ZuQh2rhCnlDjSTtkchqb+0vHjh1x4sQJQegRfqYU/ovE3+vix5NM5QVctzv7RagEcj5kKbIhL2xRt27dMHHiRIGAErBzh5O8wkLfgh9x7vDDxo8PZxPpvKdPzZyJKZ99hmsumSrEohyQfhCIV6+391aXLl1E606cO/j3TswJxBWJRAK5XF5lcfwANhC3p+urrMZPp9Ohffv22LxvH7Kdy71xcXGC8YpoZKtD4ycW3DkYAqr5gw8+iFdffRWLFi3Cs88+i9q1a6Nz587c/v379we95HkjwnkPEZspkY/V2TmCHew4r1Ev5wjmYxF5QXTo0AEb//qLC+lw+sIFWAsL8cfu3T7LO+gU+K/l5Aiv36nB8WbjR4iLi4NMJsOVq1dDJvgJlnoZBi2dtpbNmjZF1pUrSE5Oxo4dOwAAl7OygJKSgLx6Aafg54xhl+EUJv3W+Dnt00Kl8fOGRCJBYlIScnJzgZISJPbpg7tGjkR5fj67DUCvXr1wt9OLNBBq166N69evw1ZQwNm4OEhsswA+F5zx8vzRJpAQSdezswVlMMXFKCsrw71OI/TKQu4VX/BTqVQwm0yYv2QJ/v77b8FLsLKCjUQiwZgxY7jYcMQQf8ehQ9w1mjyE/igtLfXrhcynadOmgsDhs2bN4r4bDAbOPtnf/snPrlNObK1KSmBzTi4CeenOnDkTAHwG2SYaP9JWPzrD30gkEm5CCQSm8ePi+JWUIM+LnaFA41dSArvVGpzGr7QUKCnBBrI8TmzJnB+BnTcZx3njq78aP0EsOt5HpVLh0UcfFf2NXC5nn2+eAOfvBEOhUMBGbAr576AwjXkpKSkVcRVdPg7n2F4ZoWzgwIHYtH07cpz2sLGxsaLjVVUHcAZCYxcPBCj4TZgwAR06dMDYsWNx6NAh/Pzzz4KLX7JkCQYPHhySit0IqFQqn3YZodL42UMQ046P2Gzr3nvvxeXLl3HSOWPZvH07Gjz5JAa99BLOOwUDT1x3emuf5eW8BQCLj+vnb9fpdDAajSguLg7LUi9f82gymWA2mxEZGYkuXbpAoVDgcm4u0nNzMeTttwEEKPg5HCi1WJCXl+eXxo9E2i/laVfDLfgB7CCVnZ8vsIEpMZtxOScHGo1GkKM6EOrVqwebzYb0/HxOMxFMj+3qDLYu5gHuik6nQ3JyMk47A44TCsvLYTKZ0KNHjyBq4I6Yxk+lUiHLuTx+xx13hFTwA9i4mq6xz16bNo37LqblBIDSIAOBE7supVLptlzkGtPPF/zYifzYkGQMC+SFOG7cOGRmZmLjxo1ejyMaP4vVisGDBwsiAvBfhv6+GImWlfRlvwQ/p/bewTDBCX7OZ9LKsxXkw3+eSL3Ib1QqVaW9em1exqDK9GniEexKuJZ6XWMw8glFjL0GDRogPz8fF52CX1xcnOj7KhTx9PzFNTNYZQmoFI1Gg4ULF3rcv2XLlkpX6EZCqVTCTDR+HqisjR+31FtaykWkDwViUdPJTD0/Px/x8fG4fv06Mpwv1ZLCQsDLbDnbKRiePX8eTHEx1+n5ccXE4G8ngl9+fn5YNH4Oh4MbVK87H1qDwQCpVIrExERkXruGh6dN47yK/X2ISktL8dr06TjjbKtmzZr51PhJJBLo9XrWxq+kJGyDoCtGoxFLlixBf56NWG5ODl6fPh3R0dFBD1Zdu3aFVCrFtiNHkOJ8QfqbKUWMhg0b+nVc7dq1kZ2XJzhPufN7qPoQCQDP1xKoVCqsccYTXLRoETbwAjmHYvAlNlVlztRzHM5rIxq/KVOmYMKECdzua9euBRWwnggvYmGjAn2pkGw8Y8aMwRGipQQ4u8RAX7r+BOGWSCRYsmQJWrdsiUYuq0r8lHX+LoVx425REWQyGfL9Efyc2vtANX5EaChx8U63u4z5/FiuS3btwmNt2rAe+mDvUUBLvU4NXInFgpcXL8YLffvCbreHTfATixARrnAurplU+ATqWS4Gyb972KkgiY2NFS2vKgU/MnmoFucOMT766COPccVqOlqtFuU+bPxsfj6MnuCcO0Kt8RN5yPlLIp9++qlgX7GH3JuEotJS6PV6FBcXY3dGBqdRIhpPf5Z6IyIiuJd1qIxUXQU/YkdD0tsQe6SkpCQs37QJfx84IPpbf/jPwoWoVasW2rVr51PwA1hBN5Revf5w/vx5AMBWZ0ozAPjr3DkAqFQebaPRiPj4eFzOy+M0E4FmXmHAvnC//fZbvwfNqKgoLjYXweTse6Hy6m3YsCE+//xzgaOASqXi8vfWqVNHsFQaMsHPbkc272U/gOcoZ3I+V02bNnX7bTACrz+CXyD9kwS15Xs9h9PGj6Q/+/foUbexhm9zyLc59wYR/EgP9su5g9j4BejVGxsbi7i4OBx2WS1xHfMdvP8fHz8ehWZzUBo/sixst9vx1E8/Yf7y5fjamT3E33vjmkPbGwqFgnsP8gnXmOcaV5EPadPKLPUSQf3y9eswGAwBOVOFixtO8Js+fTqXMP1mQ6/Xo5hkQfDkPescDCqt8QuhRy9MJphEvP/4A1vjxo0FM+0iH9dZUlrK2eF0e+EFvLxkCWAycRo/f5Z6o6OjuZdW7dq1g2ovV/gvgX8OH8ap06cF10kG7bNnz+KsUwAiBPOC6tu3L6RSKSe4eLvvRPCzlZbi6MmTAsE7XPCXJNq0aQMAOOp0Ivjkk08qVXZCQgKycnLYmIZwCn4B9EmL2QyHwxGQ4CKTybDi99+FnsHOWX2oBD8AeOWVVwQBX13L5ocOCUmSdKfGL9s5aW7atCkrRDmv0ey8RrGlyz179gR8Pm91DkbwA9i+Vs67L7YgvHr9hT+WuV4LXyj3lreYDxeY3elpW1JS4tF2kstO4RwjA3XuIHaIU775htVeO7G7eN4yLpPv/x46hCLnpCcQGz/OmaSkhLXJBvCvM4afp9/yY4Pu27cPP/30k9/XJ5fLYXN6/FeFV68gk4rLh4xNlemD5LclIcivHirIeHTDCH6hyLd6o2IwGLhI956orI0f59wR1K89k19czBnHE/halsaNGwsejiJ+KAERSsvL0axZM054WL9rF4AKGz9/NH5RUVHcgxSq/MpiDyb/uurVqwfAXcMJBCf4Pf/88wAqNCf+aPzyzWYUFBQIHKHCxT333MN9r1OnDgDgWkEBpFJppQWluLg45BYWBq3xK3NqLwJxTiCOOYW8lyLR+IXKTlQMVxuiunXr4ujRo3jmmWcEQmCwEMEvzzm+JCYmCrRnxPuZ/wyn8YL6hpJg7Yd0Oh2Kios5bU8wNn7+wh9fXLXFxG41EC2Vq8bP4UWLJ5fLoVarORu/QAU/AJw2uTbPu9rVLs7h8jw9NWUK3lq8GAB7/SQMl6d4gwS+TSG5p4ed4XI83eNCnoex63vDFx69eqvDxq+SXr1ARRuZXQJ1X79+HdlOE6KqhtzTUGnTq84fuQZiMBhYA2yXz+rjx9Hq/fex6J9/8OO2bQCCvyGcc4eLh1dlP/mFhaIP8JNPPIEHhg1DZGQkMjIyuO1i18n/kOjxb7zxBj7//HNkO717iY2jJ8GPP1OPiIjghI9QafzEXv6DBw+GXq/HqVOnuCXl9u3bux0X6D1jGAbdunUDUBG82KvGT6tFaVkZ8p32kd6yE4SKsf9n77zjoyjeP/65XnPpIYUQQkLv0qRJB0FFRFDsoKI/u1hQbICoKCrWr4gNsFPUoIIgSFGaIhCk9xqSQHq7fvv7Y282e32vJ2Ter1deudvbMjs7O/PMM0959FEMGTIEAJtLWyKR4Pe//oJarQ7aJkWn06GqpobTTPC9IoX81dq1F/7Mot99910AgN5uK4maGs7GL5QaP2cqnUJtAGyc0k8//TQk1yWCH9HsxcfHo6CoCIz9Pi/aNUN8rfx1112H2bNnY+/evQFfl7RfPoFq/Jo1a4bi4mLIJk5kbd8ipPFzzlxz7bXXAoBfGnVupcVe394EP8Bu9mP3YPY3jh8AjB8/HjNnznQQWKw8j2jU1ICx3xeZXALAH3/9BYC9f5Krl6/hdAeXdaqmBnV6PVryQuB4esb84O78pXMhcBo/p/c97Bo/N31MKNqgJ8EvOTkZSUlJfk0wQkVUl3qHDRuGH3/80WHbwYMHOYPakpIStGrVKiQFawhotVocOnnSRbNx7/vvY/+hQ7jz1Vex6IcfAIRgqTfEmtPyqiq3gt+SL7/EcnssPjKoAkCVD81mDS+MhEqlgsFgAMMwPr16+Z2UWCzmvM1CpfFzJ/i1a9cO1dXVDkt37oS8YGZPJBj1yJEjPe6j0WhQazSizK5NjYTgJxKJ0LFjRwBASkoK2rVrFzJnGp1Oh6raWq6tBqrx86cspG8x8LQj5HMkBL9Vq1aF5fyc4Me7l7PnzuHFrVvBMAxOl5dDJpM52MKKxWK89NJLHgN4++Ls2bNYs2aNy/ZABT9nQSucGj++4Oecc3rQoEG466678MADDwg+H7fUyzBg7H/e7ML4mT78tfEjOAeb9mTjx9faE7hUYvCtMec0fjYb6uwrNdw1PGjKyHv28MMP+513XiaTufXqDVc4F4lE4uIRTSDbg7HxI8/WYDS6HSO++OKLiCeqiKrgt3HjRtx0000ODZgf2sJqteKMkwFrY6Zfv344c/YsXvjzT86GoK6mxq26N+ilXrMZnebORYvnn0ddTU3QNn7lXgKSEh577DEwDIO0tDRUu8mOwI/IX11dzc0ESTBRs17PZjaBZ42fs2BWatd+derUKaD6csadEOGuLO6eTzCCX3JyMvR6PW7m5Sp1hlvqtWu6/F1CCRTSiSuVSq7+QyH4xcbGorK6GoxdgPPXxq/OPmD7UxYubRsvywEJIRJOwY8Mst26dQvL+TnBz/7+EDvpVz/9FA/99humvfsu0tPTQxokNjMz0+0yIXk3vKX5cgcxowDA2vjZ7yUczh38d9r5/DKZDIsXL3Ysjw+4pV69ns2gAe/CgkgkYuNWBmDjxz/H7t278fzzzwPwbOMnlUpRU1ODs2fPcu0vJSWFc1jzdW1O8DMYUFtX5xBbt9ZDRpgXXngBBw4cwAcffOD3yoBUKuWy+pC/KrsWle9xHSrEYrFHGz9rCGz8PGn8CDKZLCL22nyibuO3YMECvPvuu7jhhhs8NqLLhXHjxgEAXuMZum70sMbv7yyJQDqbE1VVOHD4MM6dP4+v7Z6Z/sIwDJ7auhUjv/4aF0tKBAsaOp3Oq8bvosnECYhAvTCnt1phts+wPAl+pBPp3bs3ADY8xezZs916KwaCO42f81IQ4P6FCfYl8iV4aO02omX28kRC4wfULw/abDaujP4G/XUHMX0I1Mav1u5x7U9Z+NoLQrld8As0JqEQyPJYqLzPnXHW+PFDtixYuhQAuLBD27Ztw7///huWcgDgTD6++uorv45zfofDqfHjv6u+ljqFwGn8UG9fHW6NHwB0794dEyZMAABYPGj8xGIxNBoNMjMzsWHDBuzbtw8JCQkYM2aMoGuQd+bLQ4dQq9c7vCfu+kaArV8SyNtfpFKpi1dvgf0dJaFRQolEIvGoubTx9gkUvuAXjklMIETdq/f666/Hjh07cODAAVx55ZVc+IjLkWbNmuGuu+5Cl44dORuCQ0VF0Gq1DkvaGRkZAbt8E4Hp+tmzuW33v/02Z+vjz9+hkhK8/eWXbHaOmhrBgl9MTAzr1evhvN8cPAig3i6PCBP6mho2swm8N8gDBw5g/fr1AFhbF/4gFyzuBL9evXq5bAu1xk8InMavpoYLfxEJyHVMJhNU9mcVCo2fTCaD2WIJ2MaPDDoBafx4NrB77YJKOD3uVq5ciQ8++CBsIXikUikYhoFBr4dEIsGVV16JV3kBnAFgwIABANg0W+5sVEPFfffdBwC49dZb/TpOLpfjgw8+YAWmmpqg86T6uhaBn3IuUDiNX20tF3/Ql+Bns1hYe0CrFeIg7GVJv2M1GByzTtgn33yNW3x8PLc68uWXXwqKoEHqas7nn6OoqMghZmY4lDUymczFxu+iPQ5lqGy5+Xi18bO3wVAs9XrS+EUDMtmJqnNH+/btsXPnTmRmZqJXr17coH450rx5c/x34ADmHz8OADhTXo6WLVtyQlW3bt2Qn58f8Pk9CQM/2d3w/aHQKRyAUMHPW7zCcqsVT3/8MYD6ZS9SZgPPxs9buIjWrVuHZJbuDncD81VXXSVoP386hxEjRvhXMLCCX41ejzKzOajgyf7CacmMRihDuNQrk8lgsVi4WfXBI0dQ6Ee+3kBs/DjBzz7Dn7ZrF97+5hvBxwdKy5Yt8fDDD4ft/KQDr+UFuX300Ufx2muvwWw2o6KiAitXrgzb9fncfPPNMJvN+Prrr/0+VqPRwGazwcowAT1foZA2ferUKc55KRj4OdL5mjZPiEQiB9vWYN5lT7FbGR/lkMlkgvp04s1PGDVqFPf5nnvu8ausQoiJiUGZUzBlvX1cCEdb4JZ63RAKrbOvpd5oQJ571MO5xMbGYtWqVZg6dSrGjBmDd955JyQFamgQG4UnFywAampQXVcHXUwM55zQokWLgJd5Ac82aq+uWuW31q/YKdBt9+7dBZVBqVCwoSTcnPNNuwfhY489xjU6bqm3ro6LYxiOCO1CcNcBC7XxE9p5l5aW4pdffvG7bElJSSgpK0O5Xh8x+z7AUfALpY0fWZ5keJOEicuXC/fqFWiczocIft/v3w/U1OBde3iLSNvYhBpO8NPrueel1WoxY8YMSKVSxMbGhmR53p/yBCLM8D1Ia+zP11e4kUAgdRSqfoZb6q2pYbMmQcBSr13LxNhsEIVAoyRE4xcIKSkpeO655wCw731SUhLmz5+Pl19+OSzmER07dsTB06cd7sVgv5dw2OFyzh1eNH6X21IveW5mHylkheJX63VukCKRCK+//jq+/PJLvPjii7j33ntDUih3vPrqq+jXrx/UanVYbXuc4avWKxkGtUYjNBoNN6D+8ccfQZ3fWeO3dOlS/Pzzz9i9bx/+9JFNwxmifXvrrbfwzz//ICcnR9BxSpXKbW5Qm82GT9aswdChQ/H6669z28mAVG21wmSfYUUiK0UwBFO+hISEgJbymzVrhtLSUhRXVSEhgoIf0cxOnDgxPIIfb1ul00zfG3UBZNwgE69PfvrJYfvTTz8t+BwNEU7wM5kaRGaAQOEmGQyDGnsfEg7BL1DPY0/w4/gJsQsTi8Wcxs/mwwPYF5zg57SdvFehcOghYyR5PtOmTcOLL74Y9Hk9XavGyXYwnJ73EbPxMxohCaFzVTAQRVNKSkpIzueXOOvJmHvSpElo164d5wwRDkwmEyZOnIi+ffvi888/D9t1nJk4cSIn9NQaDKg1GKBNTMTbb7+N+Pj4oO1NnAW/mJgYjBw5Ei1btsQPx45hUOvWgs9FZgNPPPGEX7NGpVKJ0pIS1jOKRxHDoLS0FI8//rjDC0wa39Ljx9HT/jlaGj+h8AeMGTNmeOw4Qgmpp2MFBUh1Wn4JJ4mJidy7SjqMUAyYxHuPcV7e5bWb0zYbWnroLOvsGkh/BjadToeOHTuiZ3a2w3Ui5SgTLjjBz2hs8O+ONziNn9GIanv4i3AIsiTPeKiW3rilXns2Gf42d/C9ehmbLSitHHn2FpMJ4J2HlCMUJiFkohdOz3cCmRDy30+DfVUgbBo/4tXrhNU+BoYznEs0GDp0KP7++2+39uuB4Hc4F08dbrdu3bBr1y4sWrQoJAVzZvbs2Zg2bZrglDyh4oorrsCGDRsAAHqGQY3BAI1Gg6ysLHz66aduA6L6g7Pgp1AoIBKJ0Lt3b+wvKPDrXGabDTKZzO+OQ6lUci8qn7X2WGbOsRmJp+P8ZctgtgsYDX3w4ncE3bt3d9BghguiGT1fXBzRpV4+JM3exo0bgz4XZ+PnZgK4wWjEstpaZL/xBjZ5sBetNZkCWr7MSE9HrV373a51awwdOtRvR4SGBgnjsuDHH8Nm/xoJOI0fgBqzGVqtNiy2rO+99x6mT58esrrie/USzZtQr14GwQlnnmz8hHgXC4VM9CKhTSZOX3wM9pA34RCcImbjZzQ2GBs/iUSC3r17h+zd8uupkEHEE4mJibjzzjuDKlAoMRqNXAcLAFV2TyOz2ezXWjkRaiqNRtTU1UGlUoVsrd0Zgz3HYUpKCvbl58PsI7AyH709Urq/ZZPL5dAbjS7XunvBAgCs17Knc/KdQpz3Id/DVVee8HU9k8kUkTKRDqSouBi5ublhvaanuh4+fDiA0NyzSCQCwzAO7xQAnDIYMIxn47u7rAz93cTvqjYYoA7g3VGqVKgpK4NZr4fVZuOWsiPdrvgE27b5JiTxcXFRvZdgIEJKrdGISr0eWo0mLPeiVCrRr1+/kJ2baNdMRiMY+2ebzebx/GKRCGaLhWuDQODPnlzbaDJxE2cAMPF+D8W7CgBSiSSgc/nTvkUiESz2uiHUGo1QKpVha9dWq9Xt2Gi0Xy+YOiQCvtlshlgsjsi7GYqx0p9jG4YeM0zMnTsXs3lhUggbN270y+bptD3J/R/p6bhYXo6LFy9i9erVoSomHnroIdTW1mLx4sX4999/YTabUV5ejkNHj+K9qVPRWuBy7z67HZS/ZSsqKkJJZSVWDx7s+IM9s8dme1o6d+wWiSCRSPDbb7953GfdunV+lSdYfN3/7t27w2KH5Aw/1JFerw9pm/GEu7p+6qmnkJmZGfT1Dxw4AADYxVu+qdbrsdBJ2ztrxQpkL1niork48MUXsDGM3+WorKxESXk5Vg8ejJqlS3Hq1KmI1KUQAm3bfFsdk9ncYO7HX0ib2JCbi33HjwMiUVjvJVR9CYmLuL57d06rs2fPHo8mEXV6PY6bTFg9eDCKtmyBuK4u4PusqKgAAPwTGwvY45sCbGYVANixYwe3T6CQ56I3GIJ6HkLq+/jx42z/xhs/9v7wA8RicVjawuHDh2GxWFzHKwD/7tgBANiwYYPfqecIFp72sqKyMqLvZjDt21OMRndEVfB79tln8cYbb3jd59ChQwEH+50xYwaeeOIJ7ntVVRUyMzMxZMgQJCYmCj7PcXsolw4nTkDEMOjUqZPgYJpCGDNmDBiGwe23346BAwdCJBJBoVDgm2++wdNPPw2TwFRE/5nN0Gg0fpdty5YtOLhvH8asXeuwvU+3bkhMT/d6vtYGA+Ryudt9zGYz1q1bhxEjRkTU+cPX/Xfu3Dmkz88Thw8f5j7fcMMNgr2sA8FbXYfqXkkasw52zTkAxKhUiHcySaiurkbG+vXoztNm2ACM+/nngMqzcuVKbN68GSPWrIFKLkdubm5Enp83QtG2hwwejI2bNqFdu3ZRv59AIU4E/Q8cwC6bDanNmoXlXkLdlxBhb8iOHZDaz9erVy+PZddqtWglkWDM2rX4RKWCJC4u4Psk2t6uJSUOfe5+u5auf//+6NOnT0DnJlTbIzzExMQEVE5/6vvUqVMA4HAv/5pM0AV4bV+cPXsWDMO4jFcAoLcLbaNGjQrYvIZv/90sJSUi72Yo2ncVr1/2RVQFvyeffNKnc0QwuX8VCoVbGweZTOZX5RLPwqf++AM1dXXQ6XRhEWSGDRvGfebHXpJaLBCysm9jGL/vDWDj7J08cwYjd+2C0WrFnV264P+kUkgkEqSkpHg9X0ldHRISErzuE0iZgsHXtcRicUTKw59xZmdnR+Sa4axrYqjNt68Rob6zBdhgw9u3b8dpiwW9eYJfPs9Wxt/ykVRcVQi8jYeLYMqSYXdYSExMbDD34y+kf5UwDOpMJsTExIT1XkL17In5jsRi4YRAhULh8dwSiQRgGMjsbV0ikQRcDrLaYLHZIOO9I6QcobhHYjseTDmFloUs6cosFnzHMMg7fRpquRxKlSosbUEul8NqtXLPgg/JJBXsGC0Wi2Gz2SCTyyM+dgV6PX+Oi6rgl5ycHLaUSKGExAxrm5GBE2fORGSZUCQS4aeffsINN9yAIpMJaQLyaAaaFHv06NEAgE3//AMASNZo8H8ZGbAJSE10vqICKY3gGfKJhEcv4OjRFkysx4YCaVtmp7ZYZzRCrVajVatW+Omnn9CmTRucqqkBeIPaKfuxU6dO9fu6JINFrV4Pm80W0vy10YT0K43ZQ5kfk+77CJt0BAPn3KHXcxMZQV699hy0wbRBIpTlnTyJW+1e9wDA2PuLUDp3ROJdkUqlsFqtYKqr8dqePdh/5AikUqlDjuBQIpFIwDAMmOpqF2eHGrtDSbBOLenp6Th//nyDce4INY2mBz179izy8/Nx9uxZWK1W5OfnIz8/HzV+xBELFJFIhIEDBkAll8NsX06NBETbeUbgy0u8ev0lMzMTd999NwB26abUXqfeOjiS17OgoiJksYXCDVn2j5Tgx/fYjlTWjnBCnFVMTvWnt1qR06oV9u3bh2bNmiG7ZUucdgomfsZkgkqlwsKFC/2+Lplo1dg9Ky+HugTqNcKXheBn/07CrjR0HOL42duTT69e++dg2yC5znJ7tAiCkAwiQiHvaqS8egHAIhZzji8WiwXKMF2bn3XFmRqrNSSe5SS3/JkzZ4I6T0Ol0Qh+L730Erp3746ZM2eipqYG3bt3R/fu3cOavJyPWqNBiX0wi5TgR5YjLGYzG7PIx5/Zag1YTfzEE08gKysL48ePR3F5OWAweBX8yPJ3QUkJUniz1obMA3ZbSV/e6aEiJiYG902dim8ikGIsEpDBxMwPpcAw0NuFOkJ2q1Y4VVrq0DbP1NaiRYsWAXXI5H2rNZuDDp7bkCB1Ea1QP6GACH7Eo/Dll1+OZnEEw2n8TCbY7Bpsr4KfSMROGA2G0E4+eO+Izb50GYpzk3EgEm2Li0toNKKalws4XDEEiTCrJ7EDeX81JlNIVuSI7wEV/KLM4sWLWfWu099gN5494UCtVqPc3qgjFWnfU4R3T3y3YwdngO8vHTt2xOnTpzFo0CAcP3UKRXK510GWdCwFFy82GI3fwoULsWvXLo+/5+bmgmEYwRlNgkUkEmHhJ580+phzBE7j5xRDS2+xOAh+LVu2xKniYuzVaHDEvr2gpgYZGRkBXZfT+MG7FrqxQYSlWDehbxoLXEJ7Ej6kgQS89YVDrl6nbe7g5+oN1+QjlJk7SP8ciSxX3IRQLHYQ/MIV25WshB13Mw7XWCyICYHgR/IdRzpucKRoHG9pA0ClUnHpqSJl7Ml1TiYTm4vQCxdUKhRfvBj0NclLVW42w2q1+hT86urqGozgd99990W7CJc1XAfvZFStN5mg4oVHatmyJc4WFKDb118DAJgRI6A3maAJcEnTQeN3GQl+JrumqTGnbCOCn8ke27Gx2ERxS70Gg6AlVi5Xrz3uX8g0frx+3WZ/v0Kp8Yuk4HccrDfx+PHj8eOPP6KwqCgs1yPmBMVms8u4WCuRuCRFCAS5XI4ffvgBAwcODPpcDZHLoweNAGq1GlX22UykZrX+aPzq7PvOnDkzqGtyKZjgfWbLn8116tQpqGtSGgeccwfPxk8kErlk5GjWrBkMvHRKe2JjYbBYAl764WeHuJwEP/J+RyKtVrjgNH72741F48ct9TIMZ+MnNFdvsJk7AOCxxx5jz8VzgAqlxo9okyMh+JWWlgIA7jt0CDabDW3atAGAsNnfk+dkc/MMDE6rD8Ewfvz4RuF8GgiN4y1tAKjVam4ZNVIaP07wE6DxM9gFMX4YmEDgBlm7jZ+nzpBfByTcRrTYsWMHtmzZEtUyNAW4pV5+hHiGwcWqKuTwYhQ6a4APWa0wms0Ba7bIJMNoMl1Wgt/TTz8NqVSKvn37RrsoAcNp/OxtolFq/AQ4d4iIjV9NTUg0fj169AAAmAwGKOymEza7wBIKjR8JAB0Jwe+ifaWJtIGsrCwAcJj8hRLynKxGo8u4aJTLG/VEKlJcHj1oBFCr1Vyqqkgv9QrR+BEbm2CXjcjxJrtNi6fOkP9yRds4vU+fPnjyySejWoamgCev3qLSUqSmpnLfMzMzHX4/a7PBYDYH3CGT980IVkNyuQh+Op0OM2fObDTCkjucNX6N5V4cbPyEevWG0MaPZI6azRPMQqnx69WrFwBgwoQJQZ/LF8RprqM9PBER/MKlLeOenQeNHxX8fHN59KARgJ/iLdIaPyHBR4z2lyFYwY/TrsD7sho/bEMkZpWU6MPZ+DkJfqVlZQ6ZcJydZ8otlqA0fiSTjZFhLiuv3ssBTuNn/97olnpFIkHOHaFe6iXOA3N//ZXbJqQcQsnIyADDMNyyazhJTExETk4OSu0pw5o1a4YnnngCP/74Y1iu580EymCxQBmipd7LmcbxljYAoin4Wa1W1l3dC0b7ckGwsx1O42e1wupF8OMP9HSG1TRwZ+PHgLUn4tvV8NtMbGwsyo1GGEymoNqJQqGAyWqFLZSG9ZSg4QQ/e//T2DR+jMnEOVUI8uo1GMCIREG3QWIX3S4nh+vbQxnOJdJo1GoU2peXY2Ji8Pbbb4ftWpzGj4Rz4WEAkNCInaUiBZ06C4Q/sEV8qVdARxCqpV6hGr/G2DlRgsOdxs/owzO1S5cuqDAaYQxiqZec38gwl5WN3+VAo3fuQHSWelUqFQYOGIDeds0fENql3kiTmpqK/UePAgi/6Y8v5w6qiPBN43hLGwBRXeoV4txhny2GzMbPbkjfWGbwlPDjLo5frX3G7dzZ/vvvv1i2bBlOnDiBqnPnYDAag2qbcrkcRouFCn4NDE7jx8th2xjgNH5GI6z2du3Tq5c4d6jVIZn4SqVSNhg6yZRkn0Q1xkl17z598Pu6dRCJRGEX/DiFiJtwLgaxmAp+AqA9qED4gl/Ew7lEUOPHefX6cO6gND3cCX5V9o7XubPt0aMH3njjDW6J1mKxBDVhohq/hgmn8bNrwxqLxo/v3FFk7/OEBnAOhY0fwCoQLE5mE77K0VAh739cXFzYhX9vKduCXVloKjSOt7QBEA2NHzezcWPL4AwZjIONls55UFLtCsUJd0u91fY0hp4mHHK5HMYQBF5WyOUwWq2XlVfv5QB5Fo3Nxo9b6rVYMHbtWgACl3oNBtiUytBo/GQymGtq6m387HXYGNs3GXcikXfam+27gWGo4CcAKvgJJKpLvQI6GaKDCXbGLRaLIZPJ2ADOPgbr3bt3B3UtSuPCnXMHwVNnK5fLWaeMIAU2jUaDWrtzR2McGC9XGqtXL7fUy+tbW7du7XV/IpiFavIhk8lgYRjYwMZhXWk/Z2Nc6iUTv8QICH7eNH4Gk6lRZ8KJFI3jLW0ARNWr140tgzOWENrYEHsqb169ANCdF7SXcvnDLfU6pWwDvGv8TCHQHsfExKDqMgvgfDnQWG38OI2f0Yi+Xbogp0sXr6slDgGcdbqQ2fj9efgwJHZvWJw44VC2xgSpO360h3DBjYsWi6uNH9X4CYL2oAJp6F69FrAvRCg6DYVCwQZwpoMshYenOH6A48SIj0KhgCkES70xOh2q7edpjAPj5Uqjt/ETiWC22Xym+eJ79YbSxq+cCH08GqPGipQ5NgIxXfke2c4YjEYq+AmAjuoCibqNX02N1z+r1Rqy2bZCoYDRZqNevRQHOMHP6ho6tX379m6PCZWNn06nQ5XRSG38GhiXQxw/s9Xq0zaa79UbqskHeZ8UCgVuueUWAMD8+fPRrFmzoM8daUj9xcTEhP1aIpEIYrHYZVxkqqthpIKfIGgPKpBoCH6kgQvJ3GFB6GbbcrmcavwoLvCXemNjY/HSSy8BAG666SaP7UQul4dE4xcfH48te/cCaJzG75crYrEYUqkUh6uqADQejR8/c4dJgMe5iJfhg0Fo2mBpaSkAwGg04oknnkB8fDxuv/32oM8bDYjGT6vVRuR6YrHYxfbdIpPBZrNRwU8AtAcVCL8xRXJWKxaLYWEYMGaz1z8zw4Ss01XI5TAgNIFKKZcP/HAuIpEIs2fPxsmTJ/HNN994PCZUgt/06dOh0+kAUMGvISESiWCxWLApPx8AHHI2N2S4pV6bDWYBgh9Z6mXMZjAMExKN3+nTpwEAs2bNQs+ePVFWVha2/LbhhtRfJDR+APs8rDabwxiot2sdqeDnG9qDCoS/FBBJGyOJROI2J6EzVoROIJXL5TCBdZengyyFIBaLIZFIYDKbuXcgOzvb64QjVIJf8+bN0So7mysHpeEwY8YM7nO4g/eGCgcbPyGCn0TCxfEL1VLvmTNnALCTmsZOZWUlgPocxOFGIpG42L4b7FrHxmgjGWkaRQ96+vRp3HPPPcjOzoZKpUJOTg5mzpwJk8nk++AQEanlXWckEgksIhFMgNc/s0gUOo2fQuEzZRulaUJs9oQOfAqFAsYQeeOSd5C2yYbFY489Fu0i+A1pvya74OfLxk8kEsHKMDAhdEu9REDx5VjSGBg3bhxmzpyJO+64IyLXE4vFsMBxDKyiGj/BNAqDjMOHD8Nms2HhwoXIzc3F/v37MXXqVNTW1uKtt96KSBmiJfiJxWJBGr9Q2vjxsyQ0FmNtSmQggp/QgU8ul8Nod8oIti2RwZkKfg2Lxrg8yY/jZzKbBS31kn44VEu9O3bs4LR+jR2dTodZs2ZF7HoSicTF9t1of4ZU8PNNoxD8rr76alx99dXc91atWuHIkSNYsGBBxAS/aAlAEokEFgBmH/uRcC6hQKFQwGA00qVeigtyuRx6vV6wlkIul3NhMILW+FHBr0HSGJ8HEdzMIhHMAgW/aosFZrC2z6EQ/Nq0aYM2bdoEfZ6mCNH48cfFOir4CabxvbF2KisrI5IeJtpIJBJBmTssAKQhEvyUKhWWbt8Osx+aHUrTgGjwhA58/CW0YNsSOReN40cJFk7jJ5EIEvysVivnwBIqjR8lcMRisYuNn9G+4kUFP980Co2fM8ePH8cHH3zgU9tnNBphNBq571X2kANmsxlmsy8dmmeCOdZf4uPjccBigd6HhsUoEkEilYakbHzjWJPJFPA5yXGRrK+mSqTqWiaTwWw2QyTwWnxhz2azBVW+33//HQBQXFwc9TZF27YjCxYsQHx8fNjqI9T1bbXHHTSqVDCbzZDYBUBP9O/fH6tWrYJeqeScPC7nZ9/Q27dELIZZJHIYF6vtn8VicYMttydCUd/+HBtVwe/ZZ5/FG2+84XWfQ4cOoV27dtz3goICXH311Zg4cSKmTp3q9di5c+di9uzZLts3btzoMdOAEFavXh3wsf6SkZGB/0pLse2777zud2rRIhiPHw9J2crKyrjPZrM56HOuW7cu2CJRBBLuuuY6KItFULvYt2+fw+dQtM9QnScU0LbNkpaWBiD8fWOo6pvE0Ptv1CiYd+7E4cOHvZb93LlzsNls2Prtt6h5+GGcOnWqwbTBcNJQ27fZYsGxtDSHcXHv3r3Arl3Yvn07Tp48GcXSBU4w9V1XVyd436gKfk8++SQmT57sdZ9WrVpxny9cuIAhQ4agX79++OSTT3yef8aMGXjiiSe471VVVcjMzMSQIUOCyik4ZsyYgI/1l59//hm1JSXobY/s7om1vXrhWExMSMq2cuVK/Pnnn+jYsSMeffTRgM9jNpuxbt06jBgxImrOMU2FSNV1fFwcCgoKEKPVCmprfLvT7t27h6R9vvfee1FvT7RtR5ZQ13dhYSEAoM3GjQCAK664wmvbLCkpAQB0v/NOqBITkZOTE9FxINI09PatVqmQVVjoMC7uvvJKAMDo0aMbTTxJQijqm6xoCiGqgl9ycrJgj7CCggIMGTIEPXr0wKJFiwTZCykUCrcxfWQyWVCNOZIvgkajgcFkglSv97qfjWGCvi8C0YZmZWWF5HyhKhfFN+Gua/I+Cb0OX7Mul8uDKtsrr7yC1atXB6WtDzW0bUeWUNU3sRe12PNOq1Qqr+clzkyMxQKAjaDQFJ57Q23fYokEDMM4jIsv24V4nU7XIMsshGDq25/jGoXlfkFBAQYPHowWLVrgrbfewqVLl1BUVISioqJoFy3sqFQqGEwmGAGvf6EM50KMYyMVhZ3SeCCCn6+4Z4RQOnc8//zz2Lp1a1DnoFCA+rZosP/3NWiS3y8kJ1PnjgaARCLBn2VlWNWnD9b17IlasRhXtG8PkUiE2NjYaBevwdMonDvWrVuH48eP4/jx42jevLnDbyRUxOWKSqWCnueg4glLCOKk8a8JgIYaoLhABDmhs8tQCn4USqggbdFkF+CECn79z54FQD3Lo01JSQnOnDmD7fbvy7p3h76qCo8//ng0i9VoaBQ98eTJk9k8iW7+Isn69etx5MiRiF5TpVLhQnExBmRkoDgxEWbA7Z+JYQRrYXxBNIcdOnQIyfkolw9U8KNcDhDBzeCn4Od8PCU6kKxdixcvBgBUy2QorapqUGYgDRnaE/vBsGHDIq4FI9q3MwUFONyypcf9jFZryHIUXn/99QCAgQMHhuR8lMsHOc/GTwj8NkkFP0pDwVnj52vS7Nzez58/H56CUQRBnh/xEVhiMuHipUtcmB6KdxrFUm9Thp8hoVSphMXDfkabDYoQBa7s1q3bZb+ETgkMfzV+/GCqVPCjNBRIWyRGNEI1frGxsaisrMTp06fDWDqKL8jz02g0AIA/7cG1G1v8vmhBe+IGjoPg58WGz2Sz0YjllLATjOBH8z5TGgpkqdZk/y5U8COChsFgCFvZKL4hgp/z0q7N5pzBl+IOqvFr4PCXICpFInhy8zBarUgK0VIvheIJqvGjXA5wXr327/4Kfnof4bUo4UXEW6KXy+WczZ/F4mlNjMKH9sQNHL4RcbXTbKY6NhYb+/YFAJgslpDZ+FEonuAEP4GORFTwozRESL9qtpu0CLXxoxq/hgHpS6RSKSf0AVTjJxTaEzdwHAQ/qxVWgPtb3q0bHt2+HSdatw6pcweF4gl/NX7UuYPSEOGcO+yCn6/2TNo9mcgYBYTYooQPsYf4i9S5Qxi0J25ELN+2DUWZmdx3Ms/5JS0New4epIIfJewo/PTq5Qt7VPCjNBRIW6yxCwpardbr/gkJCQDq86FSjV90EXkIw9OlS5doFKfRQW38GhkrsrMx9dw5iAAQpfbnf/4JANS5gxJ2iOYjkOj4VPCjNBSI4FBh9wKNi4vzun9SUhIAoLKyMqzlogiDv9RLOHnyJFp6CXlGqYf2xA2ca6+9FlOnTsXhw4cBAHurqtAHwMmcHNQ42TNczknDKQ0DIvglJib6fSwV/CgNBdIWKwwGiEQin+kpSbvv3bs3Fi5ciE2bNoW7iBQvkAgBMpkMbdu2RZcuXZCdnU0DawuEavwaOEqlEp988gkAYNKkSfj+++8BAE/X1aGbU8yiQYMGRbx8lKZFTk4OAODChQuCj7nxxhvxww8/UMGP0mDgNH61tYiNjRXUNs+cOYPk5GSHEFuU6EDCuMhkMuzevZv2LX5Ca6sRUVVVxX0+V1iIY5cucd8nTZoUjSJRmhi33norOnbsiHvuuUfwMURbQjtnSkOBtMXzxcVIT0sTdEyLFi2o0NdA0Ol0ANilXrVaTc2c/IT2xI2IhQsXOnw/fOIE95l2SJRIIJPJsH//fr/S+Y0fPx4AkJubG65iUSh+QTR+dXV11C6sEUKW5oU6mVEcoYJfI6J58+YuKWnS09MBgKZYozRYJkyYAIvFgpSUlGgXhUJxYcjQodEuAsVPXn31VeTm5tJIFgFCBb9GhlQqRV970GYAuPvuuwEAFy9ejFaRKBSf0HRtlIZK165do10Eip8MGjQIx44do/1KgFDBrxGyZcsWXH311QCAUaNG4fqxY/HEE09EuVQUCoXSeJg8eTIA1lOXQmlKUMGvESIWi7nUNM2aNUPeypUYNmxYlEtFoVAojYdFixaBYZiAYlJSKI0ZKvg1UkgyauLdRKFQKBQKheILKvg1UohXk6/AoxQKhUKhUCiERiP4jR07Fi1atIBSqURaWhruuOMOv4LIXm588skn+PTTT7lAlhQKhUKhUCi+aDSC35AhQ7Bs2TIcOXIEP/zwA06cOIEJEyZEu1hRIyUlBffee2+0i0GhUCgUCqUR0WhStk2bNo37nJWVhWeffRbjxo2D2WymQRwpFAqFQqFQBNBoNH58ysrK8M0336Bfv35U6KNQKBQKhUIRSKPR+AHAM888gw8//BB1dXW48sor8euvv3rd32g0wmg0ct9Jrluz2eySAYMSekgd07oOP7SuIwut78hC6zuy0PqOLKGob3+OFTFRzPX17LPP4o033vC6z6FDh9CuXTsAQElJCcrKynDmzBnMnj0bsbGx+PXXX7m8i87MmjULs2fPdtn+7bffUqcICoVCoVAolwV1dXW49dZbUVlZ6TPMW1QFv0uXLqG0tNTrPq1atYJcLnfZfv78eWRmZmLbtm0OKcz4uNP4ZWZmorCwEImJicEVnuITs9mMdevWYcSIEXRJPszQuo4stL4jC63vyELrO7KEor6rqqqQlJQkSPCL6lJvcnIykpOTAzqWZK7gC3bOKBQKt0mcZTIZbcwRhNZ35KB1HVlofUcWWt+RhdZ3ZAmmvv05rlHY+P3999/YuXMnBgwYgPj4eJw4cQIvvvgicnJyPGr7KBQKhUKhUCiONAqvXrVajR9//BHDhg1D27Ztcc8996BLly7YvHmzW40ehUKhUCgUCsWVRqHx69y5MzZs2BDtYlAoFAqFQqE0ahqFxo9CoVAoFAqFEjxU8KNQKBQKhUJpIlDBj0KhUCgUCqWJQAU/CoVCoVAolCYCFfwoFAqFQqFQmghU8KNQKBQKhUJpIlDBj0KhUCgUCqWJ0Cji+IUKkpa4urqapqGJAGazGXV1daiqqqL1HWZoXUcWWt+RhdZ3ZKH1HVlCUd9VVVUA6uUcbzQpwa+0tBQAkJ2dHeWSUCgUCoVCoYSW6upqxMbGet2nSQl+CQkJAICzZ8/6rBhK8FRVVSEzMxPnzp2DTqeLdnEua2hdRxZa35GF1ndkofUdWUJR3wzDoLq6Gunp6T73bVKCn1jMmjTGxsbSxhxBdDodre8IQes6stD6jiy0viMLre/IEmx9C1VoUecOCoVCoVAolCYCFfwoFAqFQqFQmghNSvBTKBSYOXMmFApFtIvSJKD1HTloXUcWWt+RhdZ3ZKH1HVkiXd8iRojvL4VCoVAoFAql0dOkNH4UCoVCoVAoTRkq+FEoFAqFQqE0EajgR6FQKBQKhdJEoIIfhUKhUCgUShOBCn4UCoVCoVAoTQQq+FEoFAqFQqE0EajgR6FQKBQKhdJEoIIfhUKhUCgUShOBCn4UCoVCoVAoTQQq+FEoFAqFQqE0EajgR6FQKBQKhdJEoIIfhUKhUCgUShOBCn4UCoVCoVAoTQQq+FEoAFq2bInJkydH5FqTJ09Gy5YtHbaJRCLMmjUrItcnzJo1CyKRKKLXDAXBPKvBgwdj8ODBIS2PN6LxXCn+cTk9o02bNkEkEmHTpk3RLgqlAUMFP0rY2LdvHyZMmICsrCwolUpkZGRgxIgR+OCDDxz2e+2115CXlxedQlJ8MnnyZIhEIu5Pp9Oha9euePvtt2E0GqNdvKC4cOECZs2ahfz8/IDPsXr16gYnOBCh3tNfUVFRtIsYURryMyopKYl2UYKmsLAQzz77LIYMGYKYmBgqfDZwpNEuAOXyZNu2bRgyZAhatGiBqVOnIjU1FefOncOOHTvw3nvv4ZFHHuH2fe211zBhwgSMGzcuegWOMnq9HlJpw30dFQoFPvvsMwBARUUFfvjhBzz11FPYuXMnvv/++4iW5ciRIxCLA5uz/v777w7fL1y4gNmzZ6Nly5bo1q1bQOdcvXo1/ve//7kVLKL9XBcsWACtVuuyPS4uLvKFiSIN+RldDhw5cgRvvPEGWrdujc6dO2P79u3RLhLFC7S1U8LCq6++itjYWOzcudNlkLl48WJ0ChUhDAYD5HK5X8KJUqkMY4mCRyqV4vbbb+e+P/jgg+jTpw+WLl2K+fPnIz093eUYhmFgMBigUqlCWhaFQhHwsXK5PIQl8U20n+uECROQlJQU1TKEg9raWmg0mpCcK9rP6HKgR48eKC0tRUJCAlasWIGJEydGu0gUL9ClXkpYOHHiBDp27OhWs5CSksJ9FolEqK2txZIlS7hlKGK/debMGTz44INo27YtVCoVEhMTMXHiRJw+fdrhfIsXL4ZIJMLWrVvxxBNPIDk5GRqNBjfccAMuXbrksC/DMHjllVfQvHlzqNVqDBkyBAcOHHApY1lZGZ566il07twZWq0WOp0Oo0ePxt69ex32IzY133//PV544QVkZGRArVajqqoKAJCXl4dOnTpBqVSiU6dO+Omnn9zWF9/O6PTp016X6fj8/fffuPrqqxEbGwu1Wo1BgwZh69atLuffsmULevXqBaVSiZycHCxcuNBtOYQiFos5WznyPFq2bIlrr70Wa9euRc+ePaFSqbjrVFRU4PHHH0dmZiYUCgVyc3PxxhtvwGazOZzXZrPhvffeQ+fOnaFUKpGcnIyrr74a//77L7ePs40fef5//vkn7r//fiQmJkKn0+HOO+9EeXm5w/n5Nn6bNm1Cr169AABTpkzh6nfx4sUAgL/++gsTJ05EixYtoFAokJmZiWnTpkGv13Pnmzx5Mv73v/8BgNtn5M5+bM+ePRg9ejR0Oh20Wi2GDRuGHTt2OOzjT5sOlOLiYkilUsyePdvltyNHjkAkEuHDDz8E4P/7sHTpUjz33HNITU2FRqPB2LFjce7cOZfrLF++HD169IBKpUJSUhJuv/12FBQUOOwzefJkaLVanDhxAmPGjEFMTAxuu+02AJffMxo8eDA6deqEgwcPYsiQIVCr1cjIyMC8efNc9j1//jzGjRsHjUaDlJQUTJs2zaPpha9+4tChQ1CpVLjzzjsdjtuyZQskEgmeeeYZr+WOiYlBQkJCAHdMiQZU40cJC1lZWdi+fTv279+PTp06edzvq6++wr333ovevXvjvvvuAwDk5OQAAHbu3Ilt27Zh0qRJaN68OU6fPo0FCxZg8ODBOHjwINRqtcO5HnnkEcTHx2PmzJk4ffo03n33XTz88MNYunQpt89LL72EV155BWPGjMGYMWOwe/dujBw5EiaTyeFcJ0+eRF5eHiZOnIjs7GwUFxdj4cKFGDRoEA4ePOii4ZozZw7kcjmeeuopGI1GyOVy/P7777jxxhvRoUMHzJ07F6WlpZgyZQqaN2/ute6Sk5Px1VdfOWwzm82YNm2ag8Zqw4YNGD16NHr06IGZM2dCLBZj0aJFGDp0KP766y/07t0bAGtrOXLkSCQnJ2PWrFmwWCyYOXMmmjVr5rUcvjhx4gQAIDExkdt25MgR3HLLLbj//vsxdepUtG3bFnV1dRg0aBAKCgpw//33o0WLFti2bRtmzJiBwsJCvPvuu9zx99xzDxYvXozRo0fj3nvvhcViwV9//YUdO3agZ8+eXsvz8MMPIy4uDrNmzcKRI0ewYMECnDlzhhNGnGnfvj1efvllvPTSS7jvvvswcOBAAEC/fv0AsEJJXV0dHnjgASQmJuKff/7BBx98gPPnz2P58uUAgPvvvx8XLlzAunXrXJ6ZOw4cOICBAwdCp9Nh+vTpkMlkWLhwIQYPHozNmzejT58+DvsLadPeKCsrc9kmlUoRFxeHZs2aYdCgQVi2bBlmzpzpsM/SpUshkUg4zY2/78Orr74KkUiEZ555BhcvXsS7776L4cOHIz8/n9MAL168GFOmTEGvXr0wd+5cFBcX47333sPWrVuxZ88eh0mjxWLBqFGjMGDAALz11lvcu385PCNnysvLcfXVV2P8+PG46aabsGLFCjzzzDPo3LkzRo8eDYBdnh42bBjOnj2LRx99FOnp6fjqq6+wYcMGl/MJ6Sfat2+POXPm4Omnn8aECRMwduxY1NbWYvLkyWjXrh1efvnlgO6F0kBhKJQw8PvvvzMSiYSRSCRM3759menTpzNr165lTCaTy74ajYa56667XLbX1dW5bNu+fTsDgPnyyy+5bYsWLWIAMMOHD2dsNhu3fdq0aYxEImEqKioYhmGYixcvMnK5nLnmmmsc9nvuuecYAA5lMBgMjNVqdbj2qVOnGIVCwbz88svcto0bNzIAmFatWrmUt1u3bkxaWhp3fVIvAJisrCyHfQEwM2fOdLlfwoMPPshIJBJmw4YNDMMwjM1mY1q3bs2MGjXK4V7q6uqY7OxsZsSIEdy2cePGMUqlkjlz5gy37eDBg4xEImGEdAF33XUXo9FomEuXLjGXLl1ijh8/zrz22muMSCRiunTpwu2XlZXFAGDWrFnjcPycOXMYjUbDHD161GH7s88+y0gkEubs2bMMwzDMhg0bGADMo48+6lIG/j1mZWU5PCvy/Hv06OHQvubNm8cAYFauXMltGzRoEDNo0CDu+86dOxkAzKJFi1yu6a79zZ07lxGJRA51+dBDD3msR+fnOm7cOEYulzMnTpzgtl24cIGJiYlhrrrqKpd78tWmPTFz5kwGgNu/tm3bcvstXLiQAcDs27fP4fgOHTowQ4cO5b77+z5kZGQwVVVV3PZly5YxAJj33nuPYRiGMZlMTEpKCtOpUydGr9dz+/36668MAOall17itt11110MAObZZ591uc/L4RldunSJ2zZo0CCX/s1oNDKpqanMjTfeyG179913GQDMsmXLuG21tbVMbm4uA4DZuHEjwzD+9RNWq5UZMGAA06xZM6akpIR56KGHGKlUyuzcudPrfTizfPlyhzJQGh50qZcSFkaMGIHt27dj7Nix2Lt3L+bNm4dRo0YhIyMDP//8s6Bz8G3DzGYzSktLkZubi7i4OOzevdtl//vuu89BszNw4EBYrVacOXMGALB+/XqYTCY88sgjDvs9/vjjLudSKBScjZ7VakVpaSm0Wi3atm3r9tp33XWXQ3kLCwuRn5+Pu+66C7GxsQ710qFDB0H3T/jyyy/x0UcfYd68eRgyZAgAID8/H8eOHcOtt96K0tJSlJSUoKSkBLW1tRg2bBj+/PNP2Gw2WK1WrF27FuPGjUOLFi24c7Zv3x6jRo0SXIba2lokJycjOTkZubm5eO6559C3b1+Xpevs7GyX8y5fvhwDBw5EfHw8V86SkhIMHz4cVqsVf/75JwDghx9+gEgkctE+ARAUdua+++6DTCbjvj/wwAOQSqVYvXq14Pvkw3+etbW1KCkpQb9+/cAwDPbs2eP3+axWK37//XeMGzcOrVq14ranpaXh1ltvxZYtWzgTAYKvNu2LH374AevWrXP4W7RoEff7+PHjIZVKHbRT+/fvx8GDB3HzzTdz2/x9H+68807ExMRw3ydMmIC0tDTuWfz777+4ePEiHnzwQQcbu2uuuQbt2rXDqlWrXM75wAMPuGy7HJ6RM1qt1sGeVi6Xo3fv3jh58iS3bfXq1UhLS8OECRO4bWq1mls1IQjtJwDWfGPx4sWoqanB6NGj8dFHH2HGjBk+Ne2Uxgdd6qWEjV69euHHH3+EyWTC3r178dNPP+Gdd97BhAkTkJ+f71MA0uv1mDt3LhYtWoSCggIwDMP9VllZ6bI/X7ABgPj4eADg7LxIR9y6dWuH/ZKTk7l9CcTW7KOPPsKpU6dgtVq53/hLm4Ts7GyH756uBcDjYOmO/Px8/N///R9uueUWPPHEE9z2Y8eOAWAFTk9UVlbCaDRCr9d7LIdQoUipVOKXX34BwAoB2dnZbpesneuBlPW///5DcnKy23MTZ58TJ04gPT09YFsh53vUarVIS0tzsQkVytmzZ/HSSy/h559/drEVdNf+fHHp0iXU1dWhbdu2Lr+1b98eNpsN586dQ8eOHbntvtq0L6666iqvzh1JSUkYNmwYli1bhjlz5gBgl3mlUinGjx/P7efv++D8LEQiEXJzc7lnQd4Pd3XRrl07bNmyxWGbVCp1294uh2fkTPPmzV0mOvHx8fjvv/+472fOnEFubq7Lfs7lFtpPkDLn5ORg1qxZePrpp9GpUye8+OKLAd0DpWFDBT9K2JHL5ejVqxd69eqFNm3aYMqUKVi+fLlbzQ6fRx55BIsWLcLjjz+Ovn37IjY2FiKRCJMmTXJxCgAAiUTi9jx8gVEor732Gl588UXcfffdmDNnDhISEiAWi/H444+7vXaoPVcBduC48cYb0aZNGy6UCoGU4c033/QYhkSr1YYszp5EIsHw4cN97ueuHmw2G0aMGIHp06e7PaZNmzZBly/UWK1WjBgxAmVlZXjmmWfQrl07aDQaFBQUYPLkyW7bQDgIZZv2xKRJkzBlyhTk5+ejW7duWLZsGYYNG+YgMPr7PoQavsaRcLk+o1CeT2g/wYeEPLpw4QJKS0uRmprq93UpDRsq+FEiClk2KCws5LZ5WsZbsWIF7rrrLrz99tvcNoPBgIqKioCunZWVBYCdBfOXcS5duuQyO1+xYgWGDBmCzz//3GF7RUWFoPAY/Gs5c+TIEZ/H22w23HbbbaioqMD69etdHFmIA4xOp/MqkCUnJ0OlUgVcjlCQk5ODmpoan4JjTk4O1q5di7KysoC0fseOHeOWwgGgpqYGhYWFGDNmjMdjPLW9ffv24ejRo1iyZImDp+O6desEn8OZ5ORkqNVqt/V++PBhiMViZGZmCjpXKBk3bhzuv/9+brn36NGjmDFjhsM+/r4Pzu2NYRgcP34cXbp0AVD/fhw5cgRDhw512PfIkSPc795oSs/ImaysLOzfvx8Mwzjcm3O5hfYThI8//hjr1q3Dq6++irlz5+L+++/HypUrQ1t4StShNn6UsLBx40a3M1SytMhfktBoNG6FOYlE4nKODz74wGGZyR+GDx8OmUyGDz74wOG8fK9Sb9devny5S6gJT6SlpaFbt25YsmSJw5LTunXrcPDgQZ/Hz549G2vXrsV3333ndvm0R48eyMnJwVtvvYWamhqX30k4CYlEglGjRiEvLw9nz57lfj906BDWrl0r6F6C5aabbsL27dvdXq+iogIWiwUAcOONN4JhGLfhRYRoOz755BOYzWbu+4IFC2CxWDhPSHeQWHDO7Y9oXfjXZRgG7733nuBzOCORSDBy5EisXLnSYfm5uLgY3377LQYMGACdTuf1HOEgLi4Oo0aNwrJly/D9999DLpe7BFP393348ssvUV1dzX1fsWIFCgsLuWfRs2dPpKSk4OOPP3bQSv/22284dOgQrrnmGp/lbkrPyJkxY8bgwoULWLFiBbetrq4On3zyicN+QvsJADh16hSefvpp3HjjjXjuuefw1ltv4eeff8aXX34ZvhuhRAWq8aOEhUceeQR1dXW44YYb0K5dO5hMJmzbtg1Lly5Fy5YtMWXKFG7fHj16YP369Vwg4OzsbPTp0wfXXnstvvrqK8TGxqJDhw7Yvn071q9f79amSAjJycl46qmnMHfuXFx77bUYM2YM9uzZg99++81Fa3Httdfi5ZdfxpQpU9CvXz/s27cP33zzjYOm0Bdz587FNddcgwEDBuDuu+9GWVkZPvjgA3Ts2NFtJ0zYt28f5syZg6uuugoXL17E119/7fD77bffDrFYjM8++wyjR49Gx44dMWXKFGRkZKCgoAAbN26ETqfjbPJmz56NNWvWYODAgXjwwQdhsVi4cvDthsLF008/jZ9//hnXXnstJk+ejB49eqC2thb79u3DihUrcPr0aSQlJWHIkCG444478P777+PYsWO4+uqrYbPZ8Ndff2HIkCF4+OGHvV7HZDJh2LBhuOmmm3DkyBF89NFHGDBgAMaOHevxmJycHMTFxeHjjz9GTEwMNBoN+vTpg3bt2iEnJwdPPfUUCgoKoNPp8MMPP7i12+rRowcA4NFHH8WoUaMgkUgwadIkt9d75ZVXsG7dOgwYMAAPPvggpFIpFi5cCKPR6DZWW7CsWLHCbeaOESNGOITzufnmm3H77bfjo48+wqhRo1zib/r7PiQkJGDAgAGYMmUKiouL8e677yI3NxdTp04FAMhkMrzxxhuYMmUKBg0ahFtuuYUL59KyZUtMmzbN571dLs8oEKZOnYoPP/wQd955J3bt2oW0tDR89dVXLisDQvsJhmFw9913Q6VSYcGCBQDYMDg//PADHnvsMQwfPtxtkHY+r7zyCgBwcVG/+uorzlbzhRdeCHUVUIIhoj7ElCbDb7/9xtx9991Mu3btGK1Wy8jlciY3N5d55JFHmOLiYod9Dx8+zFx11VWMSqVyCKtSXl7OTJkyhUlKSmK0Wi0zatQo5vDhwx7DeTiHHSChJfhhBaxWKzN79mwmLS2NUalUzODBg5n9+/e7nNNgMDBPPvkkt1///v2Z7du3u4QDIddYvny523r44YcfmPbt2zMKhYLp0KED8+OPPzJ33XWX13Au5Jye/vjs2bOHGT9+PJOYmMgoFAomKyuLuemmm5g//vjDYb/NmzczPXr0YORyOdOqVSvm448/5sJJ+IKEc/FFVlYWc80117j9rbq6mpkxYwaTm5vLyOVyJikpienXrx/z1ltvOYRgsVgszJtvvsm0a9eOkcvlTHJyMjN69Ghm165dDtdx9/w3b97M3HfffUx8fDyj1WqZ2267jSktLXUoh/PzYxiGWblyJdOhQwdGKpU6hHY5ePAgM3z4cEar1TJJSUnM1KlTmb1797qEf7FYLMwjjzzCJCcnMyKRyKFO+c+VsHv3bmbUqFGMVqtl1Go1M2TIEGbbtm0O+/jTpt3hLZyLu+Orqqq49+/rr792OZ+/78N3333HzJgxg0lJSWFUKhVzzTXXOIRXISxdupTp3r07o1AomISEBOa2225jzp8/77CPt/Z3OTwj53AuHTt2dNnXXZ9x5swZZuzYsYxarWaSkpKYxx57jFmzZo3ba/vqJ9577z0GAPPDDz84HHf27FlGp9MxY8aM8XovDMMI7rMo0UfEMCG0EqZQKJQIQwIB79y5k4aeiDKbNm3CkCFDsHz5codQIxQKpeFAbfwoFAqFQqFQmghU8KNQKBQKhUJpIlDBj0KhUCgUCqWJQG38KBQKhUKhUJoIVONHoVAoFAqF0kSggh+FQqFQKBRKE6FJBXC22Wy4cOECYmJiBKfwoVAoFAqFQmnIMAyD6upqpKenu+S1dqZJCX4XLlxoEHkWKRQKhUKhUELNuXPn0Lx5c6/7NCnBLyYmBgCbkzCQJPAU/zCbzfj9998xcuRIyGSyaBfnsobWdWSh9R1ZaH1HFlrfkSUU9V1VVYXMzExOzvFGkxL8yPJuTExMg0i0fbljNpuhVquh0+lo5xFmaF1HFlrfkYXWd2Sh9R1ZQlnfQszYqHMHhUKhUCgUShOBCn4UCoVCoVAoTQQq+FEoFAqFQqE0EajgR6FQKBQKhdJEoIIfhUKhUCgUShOBCn4UCoVCoVAoTQQq+FEoFAqFQqE0ERqN4LdgwQJ06dIFOp0OOp0Offv2xW+//RbtYlEoFAqFQqE0GhqN4Ne8eXO8/vrr2LVrF/79918MHToU119/PQ4cOBDtolEoFAqFQqE0ChpN5o7rrrvO4furr76KBQsWYMeOHejYsWOUSkWhUCgUCoXSeGg0gh8fq9WK5cuXo7a2Fn379o12cSgUCoVCoVAaBY1K8Nu3bx/69u0Lg8EArVaLn376CR06dPC4v9FohNFo5L5XVVUBYPPimc3msJe3qUPqmNZ1+KF1HVlofUcWWt+RhdZ3ZAlFfftzrIhhGCbgK0UYk8mEs2fPorKyEitWrMBnn32GzZs3exT+Zs2ahdmzZ7ts//bbb6FWq8NdXAqFQqFQKJSwU1dXh1tvvRWVlZXQ6XRe921Ugp8zw4cPR05ODhYuXOj2d3cav8zMTBQWFiIxMTFSxWyymM1mrFu3DiNGjIBMJot2cS5raF1HFlrfkYXWd2Sh9R1ZQlHfVVVVSEpKEiT4NaqlXmdsNpuDYOeMQqGAQqFw2S6TyWhjjiC0viMHrevIQus7stD6jiy0viNLMPXtz3GNRvCbMWMGRo8ejRYtWqC6uhrffvstNm3ahLVr10a7aBQKhUKhUCiNgkYj+F28eBF33nknCgsLERsbiy5dumDt2rUYMWJEtItGoVAoFAqF0ihoNILf559/Hu0iUCgUCoVCoTRqGk3mDgqFQqFQKBRKcFDBj0KhUCgUCqWJQAU/CoVCoVAolCYCFfwoFAqFQqFQmghU8KNQKBQKhUJpIlDBj0KhUCgUCqWJQAU/CoVCoVAolCYCFfwoFAqFQqFQmghU8KNQKBQKhUJpIlDBj0KhUCgUCqWJQAU/CoVCoVAolCYCFfwoFAqFQqF4ZceOHViyZEm0i0EJAdJoF4BCoVAoFErDpm/fvgCAu+66K8oloQQL1fhRKBQKhULxyMaNG6NdhEbHH3/8gXPnzkW7GG6hgh+FQqFQKBSPfPjhh9xnvV4fxZI0HoYPH46+ffvimWeewciRI6NdHAfoUi+FQqFQKBSPlJeXc58vXbqEFi1aRLE0jYeCggLMmzcv2sVwgWr8KBQKhUKheGTfvn3c523btsFqtUaxNA0fm83mss1sNkehJO6hgh+FQqFQKBSPMAzDfb7lllvw0UcfRbE0DZ/a2lqXbTU1NVEoiXsajeA3d+5c9OrVCzExMUhJScG4ceNw5MiRaBeLQqFQKJTLFr1ej9LSUgwYMIvbdvjw4egVqBHw8ccfu2yrrq6OQknc02gEv82bN+Ohhx7Cjh07sG7dOpjNZowcOdKtZE2hUALDZrPh4YcfxokTJ6JdFAqF0gD45ZdfAAC1tW24bRcuXIhWcRo8t99+O15//XWX7Q1J49donDvWrFnj8H3x4sVISUnBrl27cNVVV0WpVBTK5cXFixfxv//9D8ePH3d55ygUStOjtLQUIpEIe/ZcwW07cuRoFEvUcLHZbPjmm28AALm57SCVKnH4cD6AhiX4NRqNnzOVlZUAgISEhCiXhEK5fCgtLQUAFBcXR7kkFAqlIVBaWorExCQAKvTrNwkKhQIVFeU+j2uKFBUVcZ91uhTI5S9x3xuS4NdoNH58bDYbHn/8cfTv3x+dOnXyuJ/RaITRaOS+V1VVAWC9axqSh83lCqljWtfhJ1R1TTqu/Px8FBQUICUlJeiyXY7Qth1ZaH1HFn59X7x4ETpdAmprrdiz5zX07dsRO3e+Tp+FG37++Wfus1KZhD17umHo0PuxYcNClJeXe6yzULRvf45tlILfQw89hP3792PLli1e95s7dy5mz57tsn3jxo1Qq9XhKh7FiXXr1kW7CE2GYOv6n3/+4T6vWLECLVu2DLJElze0bUcWWt+RZd26ddi+fTvi47WYP/8/AMD69cXYtKkW999/P66//vool7Bh8cADD3CftdoafPfdfzAah2LDhoXYunUrpFLvIlcw7buurk7wviKG76fdCHj44YexcuVK/Pnnn8jOzva6rzuNX2ZmJgoLC5GYmBjuojZ5zGYz1q1bhxEjRkAmk0W7OA0OhmGwbNky3HHHHcjNzcXBgwcDPlewdb1p0yakpKRg3759uOOOOwCwndCgQYMCLtPlDG3bkYXWd2Th13fv3n2QmNgXO3eyy5bdu/+ObdvuAQCYTKZoFrPBsGDBAjz22GMO23r2vAsHDrwCsZhBXV0WPvzwQ0ydOtXt8aFo31VVVUhKSkJlZSV0Op3XfRuNxo9hGDzyyCP46aefsGnTJp9CHwAoFAooFAqX7TKZjHYeEYTWt3tWrlzJCVnHjx8PSR0FWtckpdDnn3/ObduwYQOGDx8edJkuZ2jbjiy0viOLTCaDxWIBoIRerwUAlJXlOPxOAefFm5SUDJFoG3JynsGpU89wdRYTo0Vtba3P+gqmfftzXKNx7njooYfw9ddf49tvv0VMTAyKiopQVFRE8wZSGi0NxYFi586d3Ge9Xs91IKdOnYpWkSgUSgOBzdIh4b6fONEueoVpgCxZsgSFhYUAgKysnrh0KQk7dnyO4uI0bp/q6mpMnz7dYQXSHTt37sTp06fDWVwAjUjwW7BgASorKzF48GCkpaVxf0uXLo120SiUgOB7gEUTEqcLYO1ENBoN+vYdj9LSsiiWikKhNASsVitEIikAOQA5zOYYDBgwOcqlajisXbuW+yyXp4HUE/+vd+/rAADnzp3zeq7+/fvjiiuu8LpPKGg0gh/DMG7/Jk+eHO2iUSgBcebMGe5zNG1O58yZw32ura2FUqmGQpHIhXahUChNF5vNUeMHAAzTHwD1sgYAuVzOfZZK27jdp7BwLgDHPt8ZEnWkvLwcw4YNw6uvvhrCUjrSaAQ/CuVy4+zZ82jfvj+uuuohlJaWNghB68svv4RWGw+pNAmlpSXRLg6FQoky7FKvDICS+7NaWds1amoF/PHHH7jyyokYMOATbNv2OPj1RP5qapIBeI/lV1JS399u2LABL7zwQtjKTAU/SpPHYrFEZdn13LmziIvrgZKSWwGAsxOJJHybE50uFqdOnUJa2igASQ4dEYXSWDl16hRsNlu0i9FocbbxAwCzmRX8Zs2aFfkCNTBKS0shl/fDli33wGp172BhMKgAeA+5cvHiRYfv7dqFz5aySQp+VD1N4fP6668jLS0NZWWRs2ljGAbnz5+DVNoCNlsMAP/iMIWK8+fPc5+7dZsIADCZusNiSUZtbS3at28f8TJRAsNms0W0DTd0GIZBfn4+WrVqhSeffDLaxWm0EBs/mUzM/Z07dyUA4J133oly6aKLzWazaz21DvXj/GexaAB47+P/++8/h+9qtSZs5W6Sgt/KlSujXQRKA4IssT777IyIXfPcuXOora2F2dwCRiMbTDwagt+BAwe4zyIRa6tSW5sFvT4JAHD48OGIl4kSGHPmzEFiYqJPz8Gmwrx589C9e3cAwPvvvx/l0jRe3Gn8ysuT0KnTldEpUAPCYDAAAGw2XwkhxFAqlR6Xxqurq7F69WrExydApTJi5MgZYTX9aZKC32+//RbtIlAaEFlZWQBcZ1zh5JprrgEAMEwaJBK206itrY3Y9Qm///4799lovBkAUF3dAXp9y4iXhRIceXl5AIC9e/eG9Lzz589vlBlc8vPzuc8qlSp6BWnkWK1WSKVSaLVw+Nu/fwcA4OzZs36db/Pmzdi2bVs4ihpRGIbBN998AwAQi1Uu9eP8p1SqPE7uSfD+Hj0ehFIph1SaiLIyKviFlL/+8p7qjdK0YAOUApcuXYrYNYmwee5cNxgMvpcBwgXfrvDIkasQH8+gqioRRUWtIl4WSnCQ+Iuhjg/56quv4syZM43O5tNsNiM3twOGD38bZrMZjSxJVYPBncYPADp06AXA/wnr4MGD0b9//1AULWowDIPp06fjvvvuAwBYrb5TwKpUao99/Jo1a6BUKnHs2NMAALM5EdXV1WHLjNIkBb+yslKHCrXZbLRTaMKwHRtQVFQYMSNwtVqNHj2GQCLRQir1bfgbLoqL6w2K+bNThUKB0aPfcZv5htIwkUpZwS/US0RaLWvIX11dHdLzhpuLFy8hPb07xOJmMJlM1AM1QKxWKyQSiYsGS6f7BIB3T9XLle+++w5vvfUW910qVfvU+KnVMaisrHR7vsLCQjRv3hxyOas5ZBjW1EbIu7xkyRK/J3tNUvAD4PAArrrqKojFYur0ESUyMzNxzz33CN6fYRhcf/04vPvuuyG5PhH86urq8M8//4TknN4oKSnB8uXLcebMfvv1ZVCr1VExzPfUEbGoYTKZ6KSokUDsjUIt+JH3g5y/sVBXVwepVAuLJR4AqONLgHjS+BmN7ITAH8GPtCWADVnSWHFeqq6tTfV5TGxsM48Cml6vd4gHaDCwcV19vcskljExHRJKkxX8KioquM9bt24FAHz66adRKk3T5vz58/jiiy8E719TU4Off16JadOmheT6/M4oErH0iO1R797PQKkElEogK6tNVBwp+JMdUhbyJ5XKwTAMtxROadiQALDkf6gg70djcxqxWCwQiyVgmJYAgJMnT0a3QI0UovFz7h8Yxn/Bj9+Ghg0bFvKyRgrnJdjq6myX+nH+02iaobDQfdgwIvgpFOy+FoswwY+8m7t27fKr/E1e8OPbJ5SXl0epNBSh2Gw2B+1gKJZmrVYrYmNjAURmOYt0Ghcv3sJti41tHpVYgt603AzDLvOGy87kcsdisWDgwIFYtGhRRK5XVcVqb0O99NZYNX4WiwUikRQVFTmQSCTUQz1APGn8DIbgBL9oYzabHSb9/sA/bvTo72CzSX0eo9Hk4Nixo25/0+sNDhq/2lphS72BTsqbrOBXUFAAwFHLF85I2ZTQMHfuXCxfvpz7fuHChaDPabVaodXqAERW8FMo5DybuhhUVoZWUyMEi8WMYcPuwahRu11sUkhH1JA668bEzJkzsWXLFtx9991ht98sKSnhnJPCJfg1tnbAaqqkABTIymqFQ4cORbtIjQ6SGlUqdbXxUypZhwZ/2pvz5CFQwStY/vnnH8jlcnTp0iWg4/kKh5KScT7t+1gbv+4oKChwu9xrMBigUCig0bD7SiRxEIvFPh2q+BN3f5wTm6Tgp9FocPz4cQDAb7+tQa9eI6JcIooQTCYTli1b5rAtFFoIi8ViHyCAl19+Oejz+YIIflZr/QxPLtdFxXjebDZDpWqBixe7u/mVavyCYceOHdxnMtEMF2QCpFQqQx4WqLFr/AAgNbUdDh8+EtbrrV+/PmqCTLiovx9XjZ9IJIZGo/GrvZHJQ5curFdvtNoUGUdIGBV/4T9ns1mYA1xVVVcAwP79+7ltK1asgEgkQkVFhYPGTyQSw2az4bPPPvN6Tr7DEj98kS+apOCXmMgaWTIMg3//3YnExAHRLhIF3md/VqsVa9euxX///YesrBxueyiEEmLDAjhmsggXpMwymZyz/5DJYkJumyUEs9kMsVjm1iZFKmU7tMam6Wko8A3Awx0qiDyjhIQkutRrx2plJ3RKJRAX18bjMlso2L59O0aMGIHPP/88bNeIBuTZS6WuNn5KJaBSaQLS+KWl9QEQvVy/pL8HAoufyl9iValEPu37WJtIdlWJr/1/9tlnAQDnz5+DQqFw2B8Adu7c6bEMtbW1XIByAFi7dq3g8jdJwS8mJh6lpaU4duwYysrKoFD0xIgRU9GzZ69oF61J483GMi0tDWPHjgUAtGmzCTk5bB7DUHhiW61WiMUSDB9+N3r37hP0+XxBBD+LpX6GJ5XGoLo6OoKfSOQ+vyTD0KXeYODXW6QEv5SUFti2bVtIhb9gl3pNJhPefvvtiEdNYDV+7AAvlaa55EINJUTIv//++y+rsDHk2TOMq8YPAFQqbUA2fhJJHADvk4lwak/5bfHxxx/3+/hAbOtsNpnLtcViVgQrLS2FRuNfirbp06dzmv6cnHZ+JaZokoKfVssKflu2bIFIJILJNAgSiYQm8o4ynpbDamtruYGTVYc3R7du3wEIneAnkUghkykiIuSYTCZ7JHwxZ/8hlSqjImCZzWbIZDK3Nikkhh9d6g2MhIQE7nO4hQHSdtq0eQmXLl3yuUTkD6RfDETjxzAMFAoFnnrqKaxZsyZkZRKCxWLhMk7IZEmorq4O2zvGz5ZCokRcDhDhSy53tfHTagMX/BQKNsSOp/fCZrNBKpVi9uzZQd6Be+rq6tCpUw+0adPJb49YwPFdEGLfx9YVK/ht3LiRy3bCj5MaGxvL2fhptcANN7yK5ORkj2Xgm5I0a9bKr3BFTVLw02gSsG/fPlRXV0OlUsFi0UAkEl929hmNDU8p0/gz9euvf8/+yXX2FChE4yeRREbwMxqNDvYcACAWy6MiYHnT+NlsVOPnD99++y1eeukl7rtSqcTYsWz+53Bru8gzMhg6ISurVcg8xBmG4coeSDs4c+YM91kkEoWkTELh2/j5ExA3EGpra5GUxA7S69evD8s1ooE3Gz8AUCr9E/yIwCQWxwHwLPgRD+wff/xR8Ln9oa6uDnK5Ch063BBQphtSbn+0dETj9+GHH6Jz584AHAW/uLg4h/3FYqXXyRbJ1AMAKlWcXw5kvn2QL0NKS8/g1KlTWLlyJZRKNlK22SymGr8oQQyE//77b9xxxx0uvxPPpmuueREWy712bRTb6ENp4yeVKmAyRUbjJ5ezHr0EmSzygh8Z1InGzxm5nGr8/OG2224DUO8gZDKZoFBouM/hhAhlSqUCGk1MyJZ6jxw5EpTG799//+U+X3fddfjll19w7bXXhqRsvuDnmFUoWMGvpKQE6enpIb9WbW0dOnUaCIlEifXr/wj5+aMFEfxkMonbPqKqKlCNH2vv5um9IDEXk5KS/CmuYPR6PRQKNRSK2ICc6mprWSHr+uvfhnBlfr2gRuy5tdoYblu3bt1w9ixA5ohSqWdFxJw5c/D3339z3xWKGLf7eaJJavwKC9lZ6IkTJ6BUsumyxGIJ1fhFCVLvnl7Aepf2+0DmKsT+LBSaFBLoNVIaP5PJBJnMUeMnEilgsVgimiWD2Kl4tvG7/Jw7zGYzlixZErHnLBYrIJFIIqbxs9kUfmthvLF9+3aXa/jDiRMnEBcXx2k2HnjggZCUSwjuNH7hyjdcV1cHmUyNlJSB2L1712WTBYpokUQi97loFQotamqEO0fUTx5YQcWTQxtxsiNpCEMNq/FTQyJhJ0n+9rt6vR7XXvsA9Pr7BR/jzk6SvFN33vkLlxqRIBIpPGZOIisLUqnU/t93rmA+jUrw+/PPP3HdddchPT0dIpEIeXl5AZ3niivY9CYqlQpKpQpKJWtkyTDh0/jRtFeeIYKfp/RhpLNWqxN5XrChWeq9dOkSfvzxR07jF6mlXr5HL8mSAYR/SZAPuZZU6t6rVyJhy3Q5afz++ecfTJ48GW+88UbYr8Xacsohk8nC/lzJM5LL5VAqtSEL6XLy5EmkpzdHSkqzgDR+BoMBKpWa02zwl6fCDbHxY9ty+AU/uVwNuVznsDze2CETCJlM68FbNTCNn0zGtodhw4a5tbEjS6m//7425MvzZrMZq1evhkymgkwWA4Zh/H5f9Hr2eQvx5q33gBZxzhyEuro6XHvtg2CYUQDAZe7wFVWBaK1HjWKTGchkSr/K36gEv9raWnTt2hX/+9//gjpPfPwzANjZhkLBavxEIgms1vAIftOnT3d54JR66gU/97O/kpISaDQaSKUq3tbQCH6PPPIISktLYTDUQSwOr+DHMAwefPBBzJkzhwsYTRCJIi9kzZ8/3/7Jk43f5afxI5OLSGRJYe0n5ZDLw7+MTwy7bTY5FAotqqpCExPy5MmTSEtrBYUiMOcjNjCtEmo1q82ItOBHbNOsVvZ9C1fIJL2+DlKpmtOeRyrN4bFjx8J6fiIQkfRszsjlgQl+/PPt2bMHZrMZL7/8Mje54E8yWrVq5Xe5vdG/PxtDsLT0DEQiVgD1d7lXr9dDIlH53tEJZ3Myg0HvUVsnFrPCnLv3LiEhEWPHPgy1ms0RTEwZhNKobPxGjx6N0aNHB30ehYKt0PLycjRr1oJn4xeepV6SHYTYU1HqYRgGNpsNEonEY6dcUlKChIQkBxsTsTg0gh95HocP70OfPuEV/Pbv348FCxYAAMxmk5PNTOQFvxdffBEAoFZ3hZOvCYB6jd/lJPiRDj7c9rw2mw0WiwVyefg1fgzDcEbwMTEi1NYm4MKFMz6OEsbJk6eQnNwaFRVFAWv85HIl6upY4SCSeZ/Z+peCXQ0ThfU51NbWQqFQQaFgh9RIaPxWr16Na665Bn369HHw8AwlRPBTKjX2enTEZFKjttZ/5w6VytEmLS8vDzNnzkRKSgr+7//+z6GtVVVVgWGYkDkHkdh43brdDYWCzYl76dIlpKWlCT4H0fCq/VthdXsepVLNjQVaLUBeEW+mNiaTETKZAlKp2H5cK4hEIsEri41K8PMXo9HoUGlEsCCVxc5G1ZBKzRCJGFittrC8sElJSaioqMDp06fRsmXLkJ+/oULq0ludkoFArVbDaDS43ffixYuIjU2EVMr/je0E6urqgnpmmZmZ3GeZLAYmkwmlpaXQ6XRejgqMU6dO8T4fd7gfm41tk7W1tYiJ8c9QFxBW184MGDAQgAZAK6e6JbBlCraOGxIkR7fJZArqnrzVt9ls5vodsVgMmUwOvV4ftjp855138Ndff6F378GQSs1Qq5NQXFwc9PXYd6EE6el9IZcrAmoHdXV1UCiUnHDAMIEJRf62bzKhBERc25bLw/MczGYzCgoKoFKlgcgm4XzehM2bNwMA/v7777DcE1CvIZdIFABcryEWi/waN1lbSBkkkvoVsIsXL0Jpj1j83Xff4c4773RZet2xYwd69uwZyK04QDJ1TJr0IpTKOyEWsyHETp06hfbt2ws+D2u/K/HQb/omJaUZzGazXXMoh0TCnof8BwCLhdVWV1dXIz4+3uF4g8EIiUSK+PirAcyETNYNCQkJgpfFL2vBb+7cuW7jAA0d+icWLWKdOVQqBqNGrcY335xGbW0NVq9eHfJyEO3CypUr0bp165Cfv6Gzbt06j7+RDkMi6kCeEAABAABJREFUkaC8vNxt/e/fvx8yGfucCBaLBQsWsF6DwQhp/MTt7dqx9j+LFi0Ky3Piz8pbt27tcD8k3c7atWu9xm7yhbe6dubkyRPo1auXQzn42Gw2fPyxCH///TdiY2MDLlND4sEHHwQAHD16NCTvurv6XrhwIeeNGBd3AFarBYcOHQpL3wIAv/zyCwCgsPAERo1ajdWrS1FUVIhVq1YFrCXZunUr3nzzTYjFYvTqVQSLxYBjx475fQ/Hjx+HxaKH0cg6CdTV1QZVD0LbNzEfiYk5gKFD2et99ZUI//33X8ifQ1FRESwWC7Kzy2C1svFGf//9dyQmJob0Os6QsDEdO3YMW9sifVb//luhUrkubX799SnB4+b58+cxe/ZsSKVSDBiwCR99xG5//vnn0bFjRwCsHf8999zjsnz81ltv4c477wzyboBx48YBAFJSKjF06GpYrVYsWCD2K+sFQBz0jnjsOz1hX/BBTU01Vq9ebQ8pdxrDh7PtmvwHgH379gFg25KzJ3p1dRUkkrMYObIQI0fmAdiLvDzhdn6XteA3Y8YMPPHEE9z3qqoqZGZmYtu2IVxOy5SU3ti0aQyk0n8gl+/AmDFjQl6OefPm4eTJk2jbti2uvvrqkJ+/oWI2m7Fu3TqMGDHC4xI38RrT6eIB2Fzqf968edixYwdGjboFmzY5/hYTE4P09PSgnhnpPB944DsUFFwF4ClkZWWFpR0QjfPjj58CEIdNm+pjQFmtrK6/f//+yM3N9fvcQuraGb1ej5iY3i71yicuLg4ZGRlhqY9Qotfr0bJlS7zzzju49dZb3e5jMpm4SZharQnqni5cuIB//vkH11xzDUwmEzZt2sT9dujQIbzwwgsAgLq63tBofsLp06eRnZ3tl1ZBKOvXr8eWLVtgs8Hel+lhsXyCfv36uWgKhPKRfVRmzTB6Izb2LFJSUvyus2+//RZ1dUBVFTuQazTagOrd3/ZNnAMMhu5c+1arNWjVqlXI2zKJP1pePgIMw77jV111FbKyskJ6HWfmzXsTAGu6FOp7IvVN7Ov+/nsc3MXyk0h2QKH4R9D1e/XqhdLSUrRokY1//rnG4bcDBw5wn9PT013MflQqVdD3yLfjM5uv5NpFfHwC0tLS/Do/u6zayWvf6Q2TyYTRo0fbTXt64K+/RmDgwHX4668RsFrZ9m2zsROHK6+8Ep06dXI5h0zW2eH6LVq0EJwT/LIW/BQKhUOARIJKJeM6j9jYllCpZJBKZWAYW1hs8NR2Q4Dy8vImY+N34sQJtGjRAgBrR+fpvonTi1KpQnW1a/2QAVSjiecinxNSUtg0TMHUqdFoRNeuPREXNwkA+/yDPacnyLK2StUczq+exaLh9gnm2t7q2rks5eXlUKubudQrn7i4BFRWVjb4drtlyxaUl5dj7ty5uOuuuzzuAwDt23dDVVVVUPfUsmVL9OzZE+PGjcPrr7+OOXPmcL9pNBrOVlOpjINcLsfOnTvRtWtXu3mJsKTuQiH3kZXVBiqVDCJRcwBssOKUlJSAznnixAnus1qdAIVCGZCNstFo5BzoAEAkCs7BQ2j7JkuUKlUc177lcjmsVmvI23L9s9bBaq230Q33O2MwsMKtXl8XtmuxXtkqqFTutUnsdRlB1yfLuePGzYNSyfZ3CQkJ6Nq1PzZu/IXbT61Wu3hfFxUVB32PfGFSLtdw7aKysgIvvfQSnnnmGZfA+p6w2WyQyeRe+05vWCwWXuzNGO48KpWME/zImOCuzbLvldrh+v7EPGyyrqbE1kejYW28WK/e8Dh3EC0DueblTHV1NXQ6HXJzcwWlaCJ1rlCovDo2ENd2PomJzYLOv7l582auAwXEaN26Pdas8U/tLxSj0WhPDu463xKL2eXqQIKJBgKxBVEovC8rx8Ym+JUKKFp89933AOoHF3esXr0aqalp6NRpEKqq3IcOEgIxoCbBiZ2XwORyOfccJZIYVFfXXyscOXuJPdRVVy23X7MZAASUkYDAd36RSmMhk3nPIuAJvZ517iB1FqmwVmSQl0jqzUDCFSS9PtadhosbGAknFnLdUIXucUdNTY1LfDk+IpHwxAcWiwXjxt0HjWYCl0NZLlcgKaneazczMwtms9kltFco+kV+LnjiMQvU9xkkaLQQrFYrRCL/xadnnjmKRx5h+yriZOLZO9izc4fBYIBY7Dgm+mNa0KgEv5qaGuTn53P2UKdOnUJ+fj6X904ofKFepUqwx8wJX+YOo5HtbDzFqbuc2L17N/eSFhYW+tyf2HKoVGqv3qMymcJNXKSYoDuEo0eP4siRA9w5+/SZiL/++jMsbcFgMECpVLqN8UQi2Ycr3IQz9bERk3zEntL6lQooWqxfz9rGeJtc/f333+jWbRDU6jhUVFTgm2++Ebw0woe0ORI81Xk5VSqVcu1aodCiefP6gS0cOXtra2vRu/dAqFTxUCoBjYYN8RBMyBq+jZVaHQe5PLBwLkajATKZkguUH4jwGAjkPVIqY3ixP8Mr+LGZICIn+NXW1kImk4UsWLena6jVGo/9g0QifNwsLi6GTteMOxZgbbtttvpnolaz2vL8/HxkZ+dw2/X64Psg/gRWoagfTx55ZJX9GsLfTRKJwp84fkoloFa3RmIiuzz74YcfAgBiY3uALALw4/gRgZQIiIT9+/fDZrNBq013OHfEBL/jx49j7dq1XIWFezb377//onv37ujevTsA4IknnkD37t0d8mP6S73UHD7Bj2i1IjWoRxO+1lSIwECWcisrS106ZX6DJwGO+QQr+JHnfeedL3LbkpL6orKyEkeOHAn4vJ4wGo0eNVJiMes88cUXX3DG+uGEaJ6kUu8aP7k8ME1PJDEajThz5gwyMjK8au3Pnz+P+PgWiItrjcLCQtx+++0YNmyY39cjWmYi+BEHpaefZgeQuLg4rl2KRFqMGfMTHn10CYDwCD4XL16CRhPHfReJtFCpVEFp/PjChFQaC6lUEbDGTyZT4rbbViEjozkuXLgQkfBA9RrX8Gv86jVumojG8aurq0N6enNUVFSEbeyqra2FSuU5H61QjZ/FYkFxcTE0mmbctuzsXEycOA9t207htkmlMphMJlRVVSEhod5MIRSTT77GTySq15aRPlDoNYjHeCAaP/baMYiLi8NPP/0EABCLm3vYjy3jtGnTHFYKiEOiVjvAYf+Sko6CyxBQyUtLSzF8+HC0adMGY8aM4TQ799xzD5588slATimIwYMHg2EYl7/Fixf7dR5+XmW1Wgmtls1FGK6lXtIJNAWNH7lHpVIpKEo+GQTS07Nd0tP07t2b+yyXK6DVwuFPrY4JKlAtEcRTUztz50xK6gWRSOSQqipUsDHNXO9Dq2XtwkQiEZYvX46xY8di5cqVIb8+HyIUxMamuC0P+ZPLAxvwI8nJkydhs9mQm9vO4zvMMAwuXLiA+PgMJCZ24Lbzc9EKhdQdsbsxmUzQ6XRITR0DpVIJsVjMy8WphU6XhOTkbgDCo/Hbuzcf2dlXcM8sJkaEZs1SA9b4Wa1Wh3LGxMRBoVBi9+7dfpffaGQDOMfFtcadd7IaDjLghRMinGu1CVy9hFvjFxOjglIZmTh+JNtEenoWbDZb2MwxSktLERub6LF/kEiExY47fvw4zGYzkpM7cMc+/PAxZGbegsTEXtx+5BlZLBY0a8Y6x7Rr1zEkgh+/jlQqBW8cYW3w/RH8AEAul3jtO739JSQk2cuhQkyMhJNJNBr+mFAvnPJXNS9evAipVIqYmHiHc7Zpc6PgughI8Js2bRqkUinOnj3LVRoA3HzzzYLsuhoSRKr2x1bBX6xWVvBrCho/co8ZGc0FLUGIxWJ07NgF3btPAOA5gLE7Gz+lMgY1NYELfmRZUC6P411Hh/T0DJw+fTrg83qCDdbp3p5DLBZzGiSATS0WTk6ePIn4+HhIJN7DtDQGjR/JXpCZ2d6jpuWbb76B0WiEVpsBqdTRZslfO1GyP1/wI0bhcrkcZrMZr776KgBAImGXX4hNUTgEv5qaGqhUjsvNSUnNAtb4OduMyWRpsFrNqK6uxk033eTXuQwGA5dOKinpeiQmJuLMGe/BpU+cOIHnnnsuqBWkXbt2ISkpiUvVBgASiRSffPIJ8vLyQmq+wOYEFkEkkkTMxq+qqgoGgwEtWrDenuGwHf3ss8/w3XffIS7O86qA0HGTTEKUSvfarWuuuQXDh1/vIPi1atUXr7zyH4YMuSvkGj++fZxY7J/gRyaXgWr8AKBPH9ar2bv9ZP1Y8fzzz3OfL126hKSk5KACWgfk1fv7779j7dq1aN7c8SG2bt3a50vdEOBr/DQadq1fLqcav1BQWVkJpVKJuLhEQYLuyZMn0aZNdygU7CCqVCqxevVqlwwtCoUczu+ISqUJqkMgy0FabYzDueVyRVg0A9XV1YiJ0bncB4GvJdBoPC+vhIILFy4gNTXDY1kICoUS5eUNX/DTaDSIi2vu8R2+4447AADx8RnQaBxv+sCBA0hNTRV8PaI5IB7prLer3K4hlePs2bPYs2cPAFb7BoBLNxgOwY81IVA4PMvk5MA1fmTC9uKL3yExsR9UKjlqalhnIGd7I18Qu1ZSNplM5vPdmjRpEv7991/MnDkzYA/oP/74A336DOPqHwDGjZuNXbtG4oYbbsD8+fMxbdq0gM7tjNVqhUQisWvAIiP4EQ1Qeno7AKFZCnXm119/BQDo9dUe+wmZTJjgR9q9RqOGO2uXsWO/BQAsWTKUC64ul0uRnNwZ5eV/hVzjp9EouawbViv7YdOmTbj++ut9nofcL9H4BQLJHqZWa6DVggv8rdWyQc7tpcSsWb9i1qxrHeIM1tXVccfxkbhG2/FIQCIra/DpmqukrKws5KEKwg2ZiYdX40dy0TYNwS82Nha7dv2NRYsW+Zy1X7p0CbGxzdC8eX1cJ3fxlNjI8Y6IxcEJ66RzJunfCOHKrVpZWQmt1ncgZJFI5GIHZTabQ6p5Y8MB+A74Gag3ZyQ5evQoWrVqDUDqccAlGjmdrgskkvoeU6fTBSTMAPWDGRvMlW1DYrEY77//PgA4hFIh/UyobUctFgusVquLRjwhIXCNHxH8tNp0qFRsSKaUFHbZzV2/7w2DwQCptL6dyWRyn8ugxOM8GFvAuro6xMc7CvMpKSO4z6HU6BPBD0DENH7Lly9HTEwMmjVj7d3DaTfZr98dHn8TOm4Swc1Xflu+xo/0y3K5BmazOejlc74mm18Ooll79913BZ0nFBo/mYx9X9Vq7xP8tLRr8OCDcx0cN/grDIESUMkHDhyIL7/8kvsuEolgs9kwb948DBkyJKgCRQK+bKpSKcLu1Us6gaay1KvT1Qs3voTdem1JHBYvtmHw4KvdBp1VKOQuHlJSaWgEP7nc0TtLLg9Pzt6qqipoNDqPHl+ExMREl+uPHDkypGnkWGHFtU5d/wLz5owkx48fR2Zma692uhqNBg8//Dq0WjU0mnrhJSMj02/PXr7gZ7PZHOqSv2w8ffoKrh6JwE+C/YYK8mz4XopKJZCQELzGT6XScucbOfItSKVSNGvWzMfRjrBxC+s92X1p/MrLy7nUhsFMOIg9rXN7njVrGQDhoW6EhPgggh97jdDkEPfFtm3b0a/fMMTEsM8jHO+oWq3GAw/MRvv2t3vsH8Ri7zZ+u3fvxrhx4/Dzzz8DYKM3eOtvpFIZN6GSyaT2yAL+LcV6gn+8VlsfzUCtFuPGG6cI1voTOUEqFfvt1csfYwBWeGSjOrDndvTqJeWLcZAdjEaj27btwW/QLQEJfvPmzcMnn3zCRZ6ePn06OnXqhD///BNvvPFGIKeMGmStPxRx/H799Ve3dm1EwDhy5EjE4lhFC1arpcOLL7Kqe1/2U2azGRIJ21mKRCIMHHgHysvLXQRGicR1hiMWS4N6ZuRYsdjR4iFcRuBVVVVQq33n4Y2LS3DpyDdt2gSz2exgpxIMROD2RWPQ+F26dAkJCakQi91r/BiGQUVFBdRqdkJBYogBQEpKBi5cuODX9Uh92Gw2HD161L4s5VqXUmn9bF4slqNXr34hn1ySduKs8YuNZTV+gVyP9GF8W0iJRIVJkx7Cjh07BLcHg8Fgn+wkcNt8vVv8tFz+tjur1crZxvJtC/lkZ0/EyJHXC4oGsHnzZuTk5GDDhg1e97NYLJx9LulLwq3xq6urhUYTx62EhEPwM5lM3DvjCbHYu8Lk559/xsqVK/Hll19CJBK5XbnhI5PJOadAUpdSaegFPzLmEDIzOwuOEFE/bvixtupEcTE7oTh4cJ/PfRUKnUP+bzLRDIaABL9OnTrh6NGjGDBgAK6//nrU1tZi/Pjx2LNnD3JycnyfIMpoNED//qxmUqcjtjlimM1mQbHn3FFaWorrrrsOzzzzjMtvFosFHTp0hsViwbx584Iqe0OnqqoKWq0Oubmsq7kvBw+TyQSFQsbzqmXtRi9cuOCg4SLe1/w/mUwSVAdbn0lD6nTe8Ah+7L263gf5I7iLaUg0Lfv373c57759+/wODk6WC3x5nykUDd+rt7q6GhpNjEc7XaPRCIZhoNGouftKTU3FFVf0Rnx8suDE5oRDhw5xn48ePQqTyQSpVOZicxMTo3aoy3CYEJB2wvdS1GqB+PhUWK3WgLw9yTsbE6N1OKdUyg4Xr7/+uqDzLFy4EAzDIC2tjUMdrFq1yqMzwq5du7jP/ra7N998E3369MGZM2dgNBqhUrl/19RqraBBngToJv89wbfx02giI/jp9XqoVCpoteER/MxmMywWC9Rqtdf+wZeNH/8Zsh6sIh9RBOSc8K5Uyux1GlrBr1evvm6uHYPa2lpBioR6Gz9xwF69YnG9Aojf/7vfn1UWEK0f0fg57+ePWbjfgp/ZbMawYcNw8eJFPP/881i2bBlWr16NV155BWlpaf6eLmo8+uiveP/9vzjPGLJeH0hcLwCc1sCdRsZqtWLQoBsAsEFkL2fYpR0VZDJWaPNlzM7X+AGAVsu2oaKiIlx11VXcdpnMtVUHa+PnaeYWrqVei8XCGX97w931ib2Yu2XJLl26uDjD+IIVVnzPGhuDV291dTWUyhiPGuD6paN6u5733z+LZ5/dhpgY/zKT1NbW4ptvvuG+l5WVoa6ujrOXfP/9v7jfiEMHIRztql7j56jd0mrZiYK/y70HDhzA8ePHAQAymaMke9VVDwKod2rxxfLly9GmTTukpV3JbSsquoCjR49i4sSJbo9RKpXcpNzfdkeWZYnHqzuNH8AunQkR/MiyPEn15wm+jR/RUoV7qVev10OhUIdN40feGbncu02eLxs/fv8vxD6U3yeR1bFQavyuu24Snn12m8tvSiU7XgmJRBEKjZ/FIrx9yOXs/TvaFEdY4yeTyUJupxINpFI1MjIGcN+NRrZREfsSfyGCnztvTHYpQIYxY2687B08jEYjZDIFt0zk62U1m80OL7tKxYYOKCkpceg85fLQC371zh2RWeplDZZ9dxbuBAQS+Nl5WZJo+viaEiEI7Twaw1JvdXU1VKoYiMUSLrgqn3rBr14QkEhkkEgkfgt++/bVL83IZDL89NNPOHjwIDIysgHAoU/hC5oAO6iFS+PnvNSr1bL2Sr5s2UpKShze0U6dOuGxxx4DAEgkju9cbGwu0tMzBC8fHz9+HEOGTHJ4v4imb/PmzVwYHj5lZWVITk4HANx0001+pdEik3iGYexOJe6XFVWqGEEDPKk7X+3fUfCLTADnuro6yOWqgAU/XyZH5N6dwwQ5IxJ5t/Hj152QuK78PslmM9u3hUbwq62thULhXvhUKFitmpAJAWn/wTh3GI3CvfvJ+0PGOqLxC4aASn777bfj888/D+rC0cSdASUJJxLoIEcEOnexdSwWC2QyKQ4fzseGDRtw9OjRwAvfwCFLiBqNBBqNRpDGTy6X8Yzg2cGmtrbWQfBTq12NgoMNuk06Z4UiMs4dpB34cu5QKJQuS7ekPM4Dlr/2aQTynHwZISsUDVvwMxgMMJlM9qVexw6SQNqgSqVyub/k5EwUFhYKXio/ceIE99lsNuO3337DP//8g+7dh7s8R41G5VSXoQ8TxF/q5V8rPt63xq+urg7NmzfHTTfdDMA5wK0KarVrSqrY2DivdVVUVIRu3brh8OHDKC4uRkZGrkfj8zZt2jh8ZxjGIWPDkSNH/DIdIn2vxWKB2WyGSuU+PaJarRGU35avYfGGo3NHJJd61VCrWUHpxIkTaNu2raCYlEePHkVCQgI+/vhjj/uQ5dbMzCt8OGP4XuqNja139vPV3xDveABgGDOUynplSrA5ievq6jw6l8TECE+ZSfoXmcz/lG3k79ZbWZOv3NzWPp07SL9G2pQ3xzyhBBTHz2Kx4IsvvsD69evRo0cPFy3X/PnzAzltVOnd+x4ADwOoD0niD2Sm4E4QYTU9Upw8yQ4aBw8edOn0ws3x48fRqlUrwcs0gWI0GpGQwLZinS7W68vKMIx9+bP+ZZdIZJDJZJzgN2jQcKSmtkBKSmeX4yUSz+E7hODNuaOuLvT5L30t9S5ZcgBisQzbt3+Jb7/90OE3Mvg4C9KBdob+aPysVquDAXtDgsQNjY/PRGUlKwSzAnZ9m3K31EvIzOwOm82GY8eOoVevXi6/O0Pqe8CAIbj66mFcysGePae47Ou81CuVylFTE9oJBRHKnbVbYrEGWq3Wq8avuLgYRqMRq1ax8drmzp3LK6v7Z52QkOT1nDt37sTevXvxf//3fwCAlJRcYTcCdlLDMAxatOiEXr36YudONntOaWmpII920reROvG01CuRyAQtxRINkxDBj2jyI+XcodfrIZerIBKJIJfLsXDhQhQVFeH111/3Of5u3LgRFRUVWLVqFfecnNm9ezfS09MdHHPc4Wup12AwoFu3XmjRoi2uuMI1TJcz/NUfovEjS72hEPyUSu8av+PHj6NDhw5u96kvF3u/wYylcXHZ+Prr41Aqvdcv4Bob0mg0IibGP/nEmYB68v379+OKK64AABftVTDRpCMFSYviiBLTp7+BefOewUcffYQZM2b4dU4i+LnTjlitVi55N8Da+Y0bN87PUgfOpUuX0Lp1a7z11lthTakHOAaTTUlp5nUZjXS+xIiXoNGwgZnNZjNatszFAw+41y4HG3SbvEhardQpgLMclZWhX+q1Wq2QyaRu2h7s5WA7nPPnc1FRUYFJkybhu+++c4jr57zcEUhnWFdXhy1btuDWW9v5DECqVrODp9FoDJvgV11dDbPZjEOHDqFv375+dahE8EtPz4bBwAokzm2CvJNarcqNAwYrnAnV8BIP3ldeWYvCwh9453Ht97Rax/pSKMK31KvVKlzurVmzZl41fs7a47feeov7XF3tPmhvVlZrHDrk2ayAZCLYvHkzACAzM9drG6uoqEBcXByAem1LcnIa3nprG3bu/B5PPXULkpKSOLtDb5Cxhwj6xCHMGYVCmOBHzuNrXzIpYq8VGRs/g8HA3V98fDz3nN955x2fgh95H3799Vd7MGBXYaioqAiJiYkOwYXdIZOJfS71KhRK3Hvvhx734aNQ8CejZrsDCatYCoWNH3FWccZoZCcW119/vc9lcNK/KJWBB3AGAK22XpvNMEBFBdzWt1rtKvglJromNPBH9ApIZN24caPHP1+u7w2Zq69mhaJXXnkFIpHIpzcXHxIQ1N1ATGy7nnmGVe8K9YoLFUT4ys/PD/u1+E4DFy8WY926dR5nhKRzdHatV6vVqKiowI4dO3DqlOeAt8SmK9AQOQ3VuUOnY9NMLV26lLODIuUJhcbv5ZdfBgAUFZ3zuS/RJIVzubddu3ZITEzEgAED8L///c+vY8n9E+cOwFXbQiZl7uxE5fJ6wVYI/GDNSn/WVsAGbQ1Vu6qurkZNTY1H5w4ASElJ9aqd47cdoaEsOnbsi/z8fI+e0M5176wx6tmzj8N34ihTU1PDZaOIjWXtE3W6+lRh7rzZnXEW/EiQXGek0tBr/CRc2gQRJJLgog34gmEY+zXZdpiWluHX8fx3eevWrW73KS0tQ0yM79BTJIavt2sJCRRP4K9CEAeISGj8lErf90oIhY2fP5DxibQpNoFGEBInAtT48Tl//jwAuKRva8io1e40fgAgwQsvvIVXXnkKANCvXz/BM/S8vDwAngU/hUKKceOexhtvTA+w1IFDOnWJPzldAoSv8bv66huwaNH/cP78ebe2OqTzVasdZy9qtYbLpnDpUrHHWZVCwd4Pm7nA/6bM1/jxrRXCoZkh15PJfM8S09Mzuc9EaA/lUi/p+A2GOp9l0WqVDseEA76dojuDf28QwSc2VgGlsr498Dl16hREIhGaN8+Ec7g9s9m/+yMaP40GqKion2K7q0fnbaFsV/Hx8dDpdPjqq68AADqdq8YvKUm4xs9Z8LvqqiFu7yknpxMYhsH58+cdsgkQ+ALP0KEjXTShCxfuwMmT/2LiRHZZff78+bjhhhuQkZGB7t27Qy6Xo3XrjpBK4XB+kvrNG0TwI++ERuO/xm/ZsmXIz8/Ha6+95reNH7mWVBqcCYovnFdK0tIykJ+/W/DxrDDGTkI8ObmUlZUiNTUVGg3gTQEvl4u5ybe71b7Kykq0auU7NSRBqax/QYcPv9V+nAQKhSIowe/ff/9FRUUFtFrXVGfsdYULfqHS+PGx2ViNn7v6dtb41dTUQKvVBnXtgERWm82Gl19+GbGxscjKykJWVhbi4uIwZ86csGW/iBQDBtzIfb7lllsEHcMwDDdAu1NHu9P0RDIbAjHGjoTgx7cdu+GGhwB4HsxJh+qs8TMaDVi3bh0A4PPPd3i8FqnTQJd7yXHO9RJOjZ8QATUzs96ekQgk/KXeQ4cOcZ71r732mt/lIDEB77nneR971ttJRcrBw98Bs97GTemxPZw/fx7NmjXjtHt8yDZ/BD++/aA/SCQS7Nu3D3/88UdAx/OxWq0oLy/36NULAFqtzutgyR/0yf0vWvQHFi9ejxkz3JtXEG20Jw9N/vPzZIeUmNiC+3z69Gmu79yzZw86d+7KrRgkJ7fk9hOS45gIHuS+PNn4EY2f80pBVVUVbr75ZsydOxeVlZWorKyEQqHwqR101PhFTvCTStl2mJrqn9LFaDQiKYl9jp4EP9YD1rfnKNF6eVp1KSkpQUJCstvf3EHuqXfvKxEXl8pt12iEOeR4ok8fVtPsSeNH2lxurm+b1FDY+PkD38bvzJkzOH78OFSqKGj8nn/+eXz++ed4/fXX0b9/fwBsrKNZs2bBYDDg1VdfDapQ4YZ4zrgjNbVeba4VKFJXV1ejuroaiYmJLo2zPtgj683ZqVNn7N+/D9XV1RHLaxxJwY9o/JRKoHnzlpBIJDh69Ciuvvpql31JINzYWJ3D8zh3rn4JMiUlyeO1ZLJ6FXggdUk6Z7Va6qAJCq/GTyrA+6p+5uysddDr9Zzxcbdu3bB3715uX6ECMGmrV145yue+Go1/S6HB4q+NsNFohFgshlYrhVzOtofdu3c7tDeS1NxdvYtEgQl+pLk9/PBT6NlzqNtzO28bPnwCPvnkXbz++usBxwsFHJ8zeS4ajcLler6Cb/Ptb8l51GoFOnXq7/GYxET2ffQUgJkv8JjNRg/1koIbbrgJCoUS33//pUPb6tKlB3eMUhmH9euPY/jwXEHtjwzERJjRaJRur08iODivFCxcuJD7/MEHH0Cv12PgwME4ffqEyzn48L16AVbwM5vNEIlEmDJlCr744gufZfcH0hcoFGw0BL7gRwQcbxgMBsTE6CCVFqOmpga7du3C559/jjlz5nBaVqvVBqlUCoUC8DZsyGRCBL8kwR6nUil7MX59AqyXeTA2fmQcTk5O9ViWyZPvx759vs27yPtHokGEAvJKu6tvvqf4iBFsvmmNxrU/82euEZDIumTJEnz22Wd44IEH0KVLF3Tp0gUPPvggPv30UyxevDiQUzYY+LN5oQa6JGhz8+aZLoJffaw49mnOmMEa3j755JM4ePBg0OX1p3yRcLxhvc3YFimVShEXF+fRzogkrO/U6Sq3v/uCCLKBavw8x/ELfdgNcj0hNn4AsHo1a9NUW1sLhmG4gY/fJp1tNoXUQ0lJCebOnSs4W0WkNX7+5rMmy1ZAvfZu9OjRDmEt9Hq9x2VCYgfmj3MHv4+4777X0KuXY/Dsl19+D7fe6url27Fjf4wff7OgkBve4E+MvGn8fIXi4Z+nPk2b95GMDZsjF6TxKy/33MZeeWUp+vUbCcBxlSQ9vaXDfmlpOVAqlQFq/Dzb+AGu/fuhQ4eQnd0KAPDiiy+iZcuW6NdvqKClXr4AKZPJuHpYtGiRz3L7i7PGr29ftv0lJCQI6rcMBgNUKhU0Gg1qampw2223YcGCBdi+fTu3j9VqEaTRInXubqWPaE2TkoQndqioYNvVvn17HbbL5b41r964+WY2ZFHPnp4nuwqFMOEy0jZ+fI0fGcuDdbQL6OiysjK0a9fOZXu7du0CShEUadx79brir+CXnu5qa0E6AKVSavfAYr2HvvzyS/zxxx+cjWQ4IRq/YI1jfWEwGFBeXo6kJNYbzGplO0FPgyoJmxMb6zjFeeWV+XjhhScAeH9OfBu/QCDHxcZKHDyiVCp5WDRcVqsVcrkwu5BWrVoCACZOnIhXXnmF2+6uTapUKuj1ekHLS3xhUUg5YmPDK/g5p0j0N/Ucq2Fmbbl69arXVD3++OP49ls2XzQZ6NzfrxgymcxvjR8/xZLzDP2uux71eHxqahp+/HEpCgsLA850xNe2VVZWQiwWIy7OtStXqbwLfsSZgpwHAHQ693Zx9YiQlJQkSPAbMmSU13ORGHT8fkmnc7VdUiqFxZIkQgixV/R0LypVveCnUtWH3CkoKEDnzl1x6hQbNLp3735QqbwLHL/++is++ugjdO9+hUcbP2KTFSrqbaPZdti1a3ccO2bEW289ha1bN/o8/ssvv0Tz5pnQarWorKzkJuD858A6JIrdtm8+cjkr/LgT/P76i81i07lzN8H2aPfdNwP//rsFM2a86RJpIdg+eciQYW697wlarVrQBIPcq0olDpmNHxnC3NU3iQ5gsVi49+66625xubY/Po4Biaxdu3bFhx+6umd/+OGH6Nq1ayCnbFCQuIRCBT8yWKWmZrjMGEgHQKR2jabeiLSgoAC7dws3yg0UIpgK9dzzl7q6OtTW1uLee+8FwNoWEWQymcdZKLGlceaOO6YJum4oNH5isdhFExrOzB1CZ2p8e7Sff/4ZADsAunuGJByGEMGPaPrmz/9EUDmI1iRcgp+z88F///3nl30UycsKsEub//7LOorwHQPY9FaeNVlqtVrwpIjNNBOYjR8ATJr0AABhXqqe4D+LhQsXetRmetP47d2712EJkvRhQjICJCb6Fvz++68MU6d6tyEldlX8PtOdtyKZ2PjCWePn6V48afzYECkaLFv2O+655wG8+uoiyGRyr23/3XffBQCcP1+vPTWbzQ4ZoIi2KVQ4a/wAVjCSyYR5K5OctJWVlQ5mWc6CnxDTIKIVdCf47dy5E8nJyWjVqqPP8xBiY+OxdOk2dOvmaG4QbJ5rId7FWq1O0MQzFCnb/IHIDnx7zPh44XaT7ghI4zdv3jxcc801WL9+Pfr27QsA2L59O86dO4fVq1cHVSBf/O9//8Obb76JoqIidO3aFR988AF69+7t1zm82fgBwO7dZ3Hddf0EC35kMG7WLNXjUq9Cwdp2xcU5eg/deuutOHz4sB+l9x/SmMMl+E2aNAm//PIL0tPZVEsJCXFQKlmbA7425eqrr0ZaWjoWLWIHHCKQunsWN910C/r0GeD1OZHYiIEYUttsNnz11VcQiUQu11Aqg3PuYBgGp06dQqtWrRy2WywWztbTN/WdCtEWaLVatxMFnS4WhYWFguqBdFrjx98uqBw6XXg1fs4d7dmzZ3HttddizZo1Po+12Wz46KOPANS3oczMNPTt289hyZho/Dzdb3x8vNsc2+4g4Vz4kfb9WXXJymIdG/zNocuH/yzOnj0LnU7nwZbOfTsuLCxEt27dHLaR56DTubeL45OQ4DnNHWmDiYkxkEq96xVUKlbw4wt1Op3Wzfvo31Iv0YgmJcV7qBfPgp9CocCgQSMwaBBrSxUbq0NdXZ3HSRvJoX3p0iXuWqWlpQ5LvKtXr8bmzZsxaNAgn/cgBFJulUrmcH9yuTDBTy6X4//+7zE89dTDDtv5YxexW/TVvr3Z+FksFmg0GqhUwZsYBZv1hu0DXNsWn2bNmqGiogJGo9GrzTgRchUKcchs/EjX7a6+VSp2A+nT+vXr7/a6/qyEB6TxGzRoEI4cOYIbbrgBFRUVqKiowPjx43HkyBEMHDgwkFMKYunSpXjiiScwc+ZM7N69G127dsWoUaOCtplxJi4uAS1bZgsW/EiDjItLgMVicWigzrMDvjYMQEQcPEin7q/9lFB++eUXAECXLl2QnZ2N/v1HcL/xl3rXrl2LxYvZDpF0FJ07d3F7zg8++Ba33/6g1+sGo/Fbu3Yttm7d6vZYfzR+RqOR80AmfPTRR8jJyXFJp+aPjZ87PC0X6fWsxkRIPdRroIXNVv31evUXdxrftWvXCjqWpJUigy9BrdZg7dq1mDVrFgCS3spzsvn4+HpB5s0333TIx+tMMF69ADvoAr5DhHiD/yxqa2s9CpGeNH7Etm/QoMH47jtWm0yegxCNn1Yb43ES6U/7IvXoS+Mnk8kEtW2ifVq2bJn9XK5xG/nXdS/4OY6oOl0cANe+c+3atejatSv3PPnta8qUqS7X9NeEwRvuNH4A22/5GrNIikOSoowQHx/vdqnXF95s/EKZ7ScUGj9f4YCSkthoB77yW5O2KBJFRuNH6pC8o0888VLw5wz0wIyMjIh7786fPx9Tp07FlCms4fTHH3+MVatW4YsvvsCzzz4r+DxCbPyEzp6AegPrpCQ2oTWbQJvtEK677joArOeoVuvYsaWlpQlKRRQsRJuxa9cuHD16NGzp4oqLi9GnT1/OjoJo/NxpHUgn89RTzwZsJ6FSBS74vfPOO9xn5+vHxWlhsVhQWlrqNlYZn4ceegiff/45ysvLuSVXYiTNV80zDAObzQaFwv/YTyQouifB7//+72E899x0QRo/sk9cnNRrfC6CWMx2lsuXL8f48eMFllg4/E42NzeXy9Bw6dIlLFmyBE8++aRHpyRiH7tnzxGnOJAqFBcXY/bs2Zg1axb0ej0SEhI91ntiYiK3BD59+nS88847HnMgkzh+fBs//8Y2MaRSacgEP4L7OILuBT9S51988R3OnTsNoF4wSUz0ZeMH6HQ6XLjg3jaZLBF6s6UixMS42vglJLja+AldwnQW7j2VQaNhBSbnfsloNLpk+0hOjgPA1k9CQn0w6sceewxHjhzhQiP9+us67rghQ4Zh0aJPHc4dyvAupC40GseMR0ql73oiwkNiYiy+++4H3HLLjejZsyeKi4vdLvX6at8KheelXtYswnOmIn8IheCnUnlv261bZwNg07a1aNHC437kXjWa0Nn4kebhrr6tVkeNX1yc++wj/kTSC0jwW7RoEbRaLSZOnOiwffny5airq8Ndd90VyGm9YjKZsGvXLodUamKxGMOHD3fwRuJjNBodXm5Scf/9twuxsXHc9ri4OLRsmQ2DwYDDh9kQI9XV1TAaDfYE7N0BsF6ozjZ8WVlZ3DJESQmreXzzzTeh1+tx77334u+//wYAnD59HHv2/ONw7OjR12DPnl04fPiwy4wyPT0dzZo1Q3l5OZcVhKBUKtG+fXsAbOwrZ9q1aweVSoUzZ86grKzMwXtv7ty5+OSTT/DPP/9AJBI5zMikUik6d2ZjyO3bt8+ls8rNzUVMTAwKCgrcalkLCwvRqVMX7j4tFjPMZjOKioocOqS///6bM+ovKytBWdlFxMfHo7i4GIWFjgOuTqdDq1Y5MJvNOHDA0S6KDD5FRUWoqalxiUnVvHlzJCcno6ysjEvtRSBauszMFi7PpbqafRbp6emYP38+evbs6SB8pKamIi0tDVVVVfjtt98AsOGMUlJSIJfLuQ40Pz+fG1DJ/RuNBjCMGQUF511CYiQmJiIzswXq6upw9OgRPPvs83j99frJlTsNxvTpz3J5pS0WC86dO+difxUbG4tWrVrBZDJxgtXevfVhC7p06QqxWIxjx466mCpkZLDhjb7//ntMm+Zoe6nRaNCmTRvYbDaHsDKEjh07Qi6X4+TJky6avbS0NKSmpmLLlq1QKBS49tqxKCsr5cr3/PPP49NPP0VOTg5XBkLbtm2hVqtx8iRrhH/06AFOi5OcnOzwrHr27Ildu3Zh4sSbsG/fLnTqxGqYDx48wA0kZrMZBQUFnEBktVo5bSIhLi4O2dnZuHTpEhiGwZ49/+DEiROIi/sHUqkM3bp1t5fFtY9o0SILCQkJuHTpEgoKzkMqleLYsWP4559/oNVq0bp1a1itVi42I59OnTpBJpPhxIkTXB9x4MABl/2c27BSqURCQjwsFgvWrFnjILSQe0tMjEV+PvseEwP/w4f/Q3p6BtLTM1BdXY0TJ447nFcqlUKj0aCqqgq7d+926SMqKyshlUpRUHDapY9ISEhAixZsf3nkyGGcOHHM4doAG4Ll0KH/HARWk8nE3fv5867vjU6nQ05OjotgQOqkc+cukEgkOH78GGpqarg83F9//TXuu+8+ro+orKxEWVkpd5xarUZMDDvCbt682eG9IhOFU6dOYfz4G6FQyLjjzpypt+/78cdfMH78dTh8+DBX73K5HB07snZv//33n8vEtXXr1tBqtW7vNTExkXtHTpw47OAIcPFiMYqKirB161ZotVoXwTY7O5tr40VFhQ42kVKpFNXV1aitrcWBA+y7UVZWhj172PbtqY8goW5MJhMKCwsdxpqCggJYrVYwjBk2mw3//efaR3TowPYRp0657yOaNUtFRUUF9Ho9ioqKuDpUKBRcWKv8/HyXpWbSR5w9exalpaUoKChAdnYO9uz5B8nJycjIaI6amhocP14fY5ZoOQ8dOoSBAwdy9cAnJyeHq9ejRw/AYqlvp+7kCD7e+oiMDNZM6tKlCygqctQ4Es0raXNnz550CHTdsSPbR5w65Zg+1ytMALRu3ZrZsGGDy/ZNmzYxbdq0CeSUPikoKGAAMNu2bXPY/vTTTzO9e/d2e8zMmTMZAD7/Bg0axOTl5TELFixw+3teXh6Tl5fHtG3b1uW3xx9/nHnggQfcHtetWzev1x01ahTTvHlzplevXi6/TZkyhcnLy2Oefvppl99atWrFlUkqlbr8/v777zN5eXnM8OHDXX7r3r07880337gtT2JiInfexMREl9/nzJnD5OXlMTfeeKPHexo8eLDLNpFIxOTl5Xk85umnn2by8vKYKVOmuPzWq1cvJi8vj1myZInH45966im3dX3fffcxeXl5zOOPP+7x2E8++URQG+H/3XzzzUxeXp7b9pWamsr06NGDAcBoNBqX32+99VYmLy+PGTt2rMtvo0ePZvLy8pi3337b7XW7dOnitVzPPfccd23+X79+/Zi8vDxm2rRpbo9bvnw5k5eXx3Ts2NHlt4ceeoiZOHEio1AoXH7r2LEjk5eXxyxfvtzteT/77DMmLy+P6devn8tvt99+O5OXl8d06NDB7bGk7crlcpff3n77bY/Hjh071mM96XQ6rn2npqa6/H7TTTd5rFvSR2RkZLj93VcfkZeXx9x3330uv3Xr1o3Jy8tjvv32W7fnXbJkCZOXl+e2jyDtKz093eW3Vq1aMf/73/8YAIxEInH5XS6XM3l5eUzfvn1dfrvxxhuZvLw8Zs6cOS6/JSYmMuPGjWPS0tLc9hGjR49mlEql2z5i+PDhTF5eHvP+++97rOePP/6YadWqldu276uPcPdOAWC+/fZbJi8vz+8+om3btsz333/PiMVij+UFwGRmZnr8bcaMGS7bUlNTufai0+lcfn/99de99hEtWrRwey2ZTOa1TM899xzzwgsvuD1Wo9EwI0eOZD777DO3v3vrIwAwX3/9NfPQQw+5bFcqlUH3Ec8995zbOid1qFKpXH4nfcTo0aNdfhs7diyTl5fHvP766y6/iUQi5rbbbvPYR8ycOZOZO3eu23sJVo7w1Ed07dqVAcAMHTrU7XlJH3HFFVcwAJjKykqf8pSIYfxPdKpUKnH48GG0bNnSYfvp06fRvn17QYa4/nLhwgVkZGRg27ZtnEMJwC7NbN68mdOs8XGn8cvMzMTatWu5ZTmgfjZvMBi4oMIzZ85EcXExPvroY07jd/ToEdTWumr8li79Hs8++wxWr17tEJj1n3/+Re/ePQGwdl89evRwOHbFihVYtmwZVq9e45fGT6VSol07VuOXn7/HxY2br/H77LNPMX/+21i1ahWuvfZavPDCi7j11tvQpk0uhg4dildfncsdJ5NJ0akTq/Hbv38fzGZhGr8hQwZxM/Qnn3wSN910EwBWk/Lggw9CJpNh69bt3Cxlw4ZN2Ls3H9OmPY68vDz07duX0/g5L7GR2bzZbHbxhGQYBv3798c777yLoUOHorpauMavb1820Kler3erabn99tu5jCOvv/4GBg0azP3G1/h1794NBQXn8dVXXyM3tzUUCjmeeeYZrFv3OxYu/ARdunQFAJSUXMJ1112Lb7/9FhMmTPA4m2/RgtX48bUgN910E86cOYPJkydzcTK3bNnCabkOHz7soGXfsmWrgy0h0fhlZKRxs0b++9K1KzubP3rUVeOXmZmJ77//HjNmzMCmTX86/KbVatC6dXAavxtvvAElJaV4//33AACbNm3CM888g7vvvgdffPE57rzzTjzwwEMOx5LZ/MyZL+HDDz9wyA+enJyMiRMnYteuXQ7HzJw5E9dddx26dGE1fvzZ/CuvvIJTp045tK9rrrkGL7zA2tKsWfMbXn55NvR6I1q1aonRo0djypQp+Pvvv9GnTx/IZDKfqwJE43f+/HmMHj0aEyZMxJQpdyMmRovcXP80fu+99y5++GEFkpOTceHCBXzyyScu0RSUSiXi4uKQlZWFt9+ej3796r0kP//8U6xatQpnzpzB1q1bMWTIEAwYMAA7d+7En3/+iZSUFGRksBo/ol0iSKVS/Pjjj1iyZAny8la69BFr167BO+/MR35+vluNH1khOXz4MI4fP47bbrsNkybdgu+//w4Aq9ErLS110Pjde++9aN++PW699VZ07twFFy+61/jNmPEM3nnnHSxZssQh3FiXLqzG79ixY9yqwM0334zevfvg7bfnc31Emza5mDx5Mu644w4ArMavbdu26N+/PyQSKd55513unGPHXsu9v19//TVat27N/fbnn3/i6aefBsBqvTIyMvDSSzMxevQYAGyA+A4dWI3fvn3/wWLxT+P30Uf/w7vvvoMdO3Y4aLdXrVrF5eFet+4PF9OQ7OxsfPvtN3j22WewefNmnDt3DjfddBPatGkDnU6H1q1bY+HCT3HgwAH07dsHEyZMwOOPPw6ZTOaxj9i4cSOeffZZFBQUgmEYp9WlV3Hq1Cns2rUrqD6ioqICN998M+rq9Hj3XbafUCoVaN+e1fjt3ZsPm81xEORr/Fat+hXTpj2OV155BSNGjEBycjKaN2c1fs5ZpW68cQImTpyIuXNfx8GDB2A0mtC3bx9Mn/4MbrhhPHJycrB3716MGDEMy5YtQ1ZWFnesOzmCj7c+Ij09Hbt27UK3bt1cbAxVKhW6dOmCCRMmYsWK5cjLy3MIBUX6iL1796JXr16orKz0aUIW0FJvSkoK/vvvPxfBb+/evT5togIlKSkJEonEpVKKi4uRmprq9hiFQuHWeaJHjx5uyymTyTgP4bS0NFRWVODKLp0AK7tM1zmnlcsxAGA1st5gQ4cOddg+ZUr9YNy5c2cX7+P169ejrq4OHVp6sCewmpGq0yK1Sye3vwFAn85ufrP/3qZ5Oi4WFXJOMGq1GhqFHDCwjS49NZW9Pzfn7dHeNU4j+b1VagpapdYb1Gu1Wq6jTkpK4u7TbDYjISEBZpMJUlN9R96tTS725++GSCTCiBEjoFazaXSaN2/uMecz/9nw0Wq1MNRUo2N2S4/lTYuNQZq7OgQ7QLo7b2pqKtcpZKWnua2nZI0KajVrV1RTUY7Vv6xEbqtWENv74hapzbjjjtuXJdPS0iCTyZCdnY3s7Gy3ZYqNjXUo07x58zB9+nSHdEIkYw4Arv4IV7Rr6+rMYDUjPT2dE/zc3TNZfnKGLBv16dzR1d7O3l5c6of3e/usTACZbn+TiMVITq5vM2RpvMi+5L906VJ8PH++2/tRK+TQ6XQu9+Iuq0T37t0dJl58r9YWLVq4TAxSU1K4e7rllpvBMAwkRj2sVitatmyJ3r17o6SkBL1793Zw9ujUyUM9gO3c09PTodFokJqcVF9nAuqQ9BEMw+CHH1YgISGBexapqalunyepS+f2u0yjQVxcHGQyGWcyYrNaoVarHc6TkJDg9rxr1qyByWRy20ds+mMdpFIpWrZs6TI+EMi7TCbfOk19+42Pj3dZ2jebzVi2bBm6du2KMUOGoFVqM9eTWs2QAGjTpg3uvPNOt9clS4MAO6GRScRonhAHWM2QmgyoqalBx44dXe45KyurfiywExcXx7WzW2+91eG9IEvCIpGIswFsmZHu+Hztz7xnh/ZuywqrGTlpzZCT5nqvYjBo166dS5YOfrtP1KjQ3U17Onr4EFq1aoUrr7ySM+u58sorcenSJejr6hAjEaF3J7aeSLvit2/nPoKY7MjMRnYJNT6W+y0hLg4lMTHc8d6ib7Rt29bjb8nJyUhNTUXhhQtu67B3Jw/hYqxmtM5IQ5y9fT399NOc7T3AtjXnMqWnp6GqohwKqxnd27bh7Pm+++5bvDGTnQhKbexkp3v37m5TvHkaqwju+ghiCpSenu4gTALglrHNRnYM7d27t9sYoP7Y7gfk1XvLLbfg0UcfxcaNG2G1WmG1WrFhwwY89thjmDRpUiCn9IlcLkePHj0c8lzabDb88ccfDhrAUKHRaFAjMLaXyW7wDbAOJwS+LY477ya1Wh1UGhoh7LHPAgB25mAwGrkZW6g8ivmCh3OjJc4dfBs/s9mMv3fuRJ8+fVyEFn/RarWCnxMfpVLpNc8t33bJW4w3Yn/xwCOPYM5rr+Gue+/lBoFSXsiL+jRS7j0NvXHTTTfh9OnTXAd6zz33OPzu/Bw9GUGnJAcW+4kIXeHw7HX2kiXX2n/gAEQiEYy89upMbW2t2/bj3AYB7+kXlUqlSyaTzxct4jx9yYBqNBpdsjQEgj/BaJ37h+LiYpjNZixYsIAbEDx5LBMvRucVGBI4HWAHVaVSiSNHjwruD7wZ2tfV1fn0nuSfBwDqeOVzdy8k3JWvmKdWm02wt7pKpYKRdw/HTpKgza4DtkQicbHDy83JAcDGrnWeDJEyqNVqrn8INNaoOzxlohkzZgwX3qjKQw7eNb//zmmeNBoNjh07hg8++MAhF64/ntnk/twtHBLnjlCQlpaGM7yA4/5QWlaGmJgYB6HPEzExMQ7jCXn/+O+hpxzv4UIkEkEikUBv73+F3IcvAnoqc+bMwenTpzFs2DDuwdpsNtx5550BJY0XyhNPPIG77roLPXv2RO/evfHuu++itraW8/INJQkJCaw3rIcXiI9Jr+c6TTKwX3XVVfjzz/qlMXeNhOQfZKqrw5ZO7fz589xAqFQqoa+pQa3dy1chkwm6P1/wB27+kgf5zWg0wsSLk2aqqkJZWVnAmQv4aLVa1FZX+30fFouFG/zcUVBQwH1e9NVXuOPaax1eOLPZzOXjdEZh3+/Pv/7CbWPY5R1S58FE8Cf17NyZOscLNFdWug23Lw2woyKDsb60FCqeiUQoMBmN0PGeAxHkzp49i+7du2PPnj0wVFS4DfZYXlaG+Ph4l+0//fQTrrrqKoeUiN4EbqVSyYVE4XuQ/vDjj5g6aRI3IBrLywUHtvWGXC6HyWDw2WbzDx1C98GD8eeqVRjYkzUZuWDXTLZo0YIzi/AcwFkBkUgEfU2Nw7X4gp9YLEZWVhaOHDniUUPnrvxGo9Ft+asqKry+V87nAYA63kDrrR9UqVTsNT0IE0ZeP+wLmUwGE+8erHbh01074QQ/3v2KAIwbNw4PPfSQ2/1JecmgbRHwvIViqKtzKyCLRCKMGzcODz74IGrKytxer7y8HFdccQX3nWisNBoNLhQUADU1sNiFHCHhXLgAzjU1gNMkzBJk6CM+Xbp0wfz586G/dMlraCZ3lJWUODg3eUMqlcJiMnF1V2Of9On1em6bzd5WhNRPqJBKpdDbn0so6jSgksvlcixduhRHjhzBN998gx9//BEnTpzAF198ERJp1BM333wz3nrrLbz00kvo1q0b8vPzsWbNGk6dHkoSEhIE5zM1mkzcfRM7hQEDBjjs40njxzBMWLJEAEDhxYsOAhbR+NXYG5A8RC8lXzvmLPhJpVIYTSaH2bXJZMJva9eGZMak1Wq5+xEKwzCwWCxeXyC+hnLrtm1YtGKFw+9j774bmuxsKN0MNESbU8BLR1ZmX3YTOii6gwiNzh2ORCJx0ISbPISOCDSkBCf4hSGNndnpOfA7dWK3ZvTwfpSUliIpKclle2JiIu6++26Hbd7uXaVScbP4jRs3ctuTEhJwkefJaTSZQqbxMwkIT1Ji1zj+sGoVt81gfwZ8Tae75SYA9uDkSk5TQKisqnJoh+SzP5o6T32W87l9nQeo1/jt3LnT6/7OA355ZSV+37KF++4r8K7ztd3FW3XXJ7nT+HmbAJDt5L9UKoUlSI3f6k2bIGrWDAu//RYGe5pCdxDB1VOfWFdX51ZLLpfXxwC02pc3/crc4SGAc6g0fiQ5QJGHjDHeKHMKxeMNmUwGM3+1x942o6nxA+yCn/09DoXgF9RTad26NVq3bg2LxRKxJO4PP/wwHn74Yd87BklCQgL0ej30FRVQ+egQqyoruReOrLOPGzfOQfvpSfADgLqKCiiCEAg88deOHQDq7Zm0Wi2qqqo4bVa8TgeE4LmZTCb07t0bHTp0cOn05XI5jAYDbuAtT+6za2LchaXwF41Gg5rqar/uw2Lv4Ly9QC+//DKmTq0PxBqjUjlcY83vvzvsn5qaymmNKuzCf2FREXfMwSNHEBMTE5SWk3RezmFrAMflTXNtrdv6CPQdJYbCFaWlyAhxO3Ve6uUvGY0bNw6LFy+GoabG7f2UlpUh082yLsCGcSG8/fbb6Nevn8cy8AfRLl26YPr06Zg3bx6UEgl+4GUiMtbUhETjp1AoWG2Tj+fB2Acgi9nM7Wsikza5HFOmTMHFixc92jgD9nRnTu2hsrIS2TwtMZlQ+CM0Wa1WnDtzBplOk25/BD/y3Kurq6FWqx2emTuUSiVgNHJBzyZPm4afV63C6R07kJWW5rfgV1VRwdWLxf7//9k77/Aqiq+Pf2/vqaSRhAABAoTeRap0kCZFUH8iYscGdn0VEZUiKCIKIgqIHZSogCBIE0GQEnonEEIgpN/k9rLvH3d3s7fXlEvm8zx54G6ZnZ2dnT1z5hRX4zQr+HHakMls4QqmDEZ7KRAIYOE8w0CY+eabAIAnZszA2FGjvAp+Ghdjotlshslkcin4CQQC2+RIr4eZ1sD6o/Gz6PVO1ws22DkXpo/nX7+OJn6YrJSUl+Pg4cN+CX56zvtSyQ28TW+z0hOGGtf40UJojWv8fv/9d9arkOG9996DUqlEVFQUBg8e7HPqo7oO01FKvWS7sFqt+PSLL9iP46BBg6DVau3U6YDrAYWZwa769ddQVNkJLd1RGWPSlJQUXLt+HVfowLeCEHVck8mEMWPG2KUpYmCWev/hxFq8Qguea9asCfragdj4MTM6T9rpRx55BBRFYROtbYlSqVweV1RcjEceeQSXL1/GQw89BADIpzV9pZxBo7S8HAkJCUEt6TMOSa6yJjRq1AjDhg0DALsZKxd9gBo7xuEmz0tE+0AwcrTlgM3I+8knn8TNmzeRmmpzCHFnD1dRWenWe61v3744dOgQzp49i5kzZ3ocpJmPaMeOHaFSqfDiiy+ydePan9W0xo/RSHG1RUZO3/3qq6+wceNGj2XIZDKvGj9G8PNV48cIV426dcPe7Gy7fSdOn2a1M95gnru6osKnazsKWtfoceQ47YRlMBh8XnFyzCHuScvlSuPnSfBjtjPvulAoDDqAMzOW9O/b12MWCoFAAJlMhkMuPMQZjb2rpVLuPZr90PixgqaLSB6h1Pg1a9YMYrEYRzjmG77QZfRoHDl61L+lXs6zPung1Q74pxENFVzBLxTX9eupfPjhhxg/fjz7e9++fXjrrbfwzjvvoFWrVnjjjTcwZ84cfPjhh0FXrLZhOkrJrVto6MEBoYIWOrjLzcyL9cbrr+M9Wuvn6mExtkMvvPkmZlZDVgRdZSUEAgH78qWlpWHrli3IoGf7Jjd2Ov7C5C91hUgkgsFoRKNGjZBLG+fm0i7/XC+7QFEqlSgpLPTrPkz0sb7MnBgB3kLb6FAUhTUcbV9eXh66d+8OmUzGhlth8qdWcmyrTAZD0IMg0yfdpd7r06cP/vjjDxjVapftEWiYpeTkZEgkEhzKzsYQ2hMwVDhqBYRCIWugznhHGhxs1BgchUZHHMMnuYN5X5kQIIxgY9Rqoecs8WzeuTN0Nn4+vHsm+nlx31MD/a+vAo5MJrPZBjHX4vGcwj34K/hxrz1yyhSU/vMP+/vSpUt44YUX/CqnwkfBj7Wzo9uf6c/zP/sMo+gQLCNGjPD52iaTycnGz6Pgx3leniYAjoKfQCCAhWM35i96o5ENjRMTGYkbt24hzoOWNyUlBTm5uU7X09JKGVcaP0Y4PXj4MPpMnmx3H55g+k5lSQngYHZhNpshD5HgJ5PJ0KRJE1xxcV+eyMnJAQCfV1pEIhFMnGd1hbapFQgEsKrV4PP5sNICdE1q/BjnDpFIFBJ/AL9qfurUKbslk/Xr12PQoEF44403cM8992DRokVs3tZwhxX83OSkZDDRswNXIQTefe89Nq6SY4gCAGw4j+ZubHSCRW8w2M3u0tLScDU3l9UAuNMM+Ysnlb5QKITBYIBer2c9vkvLy8Hj8YL26AX8875m60s/M18EP2bwY9z6L964gakzZ9odw4RW4WpROnfubLckaw6Bpsib4MfU1eTKnojHYzWR/sKEJzh96VJA5zuSV1QEXmYm/jl1ymPfYQQwvRt7Mm+Cn68wQgezzMyUaTCZ7K498+23YbVaa8yrl9EK2mn86G2+3rdUKrXX9PL5ds4dQGBLvQzdOcI1RVGgKMrn9hEIBODz+VBXVPh0bUYjpdXrkV9cjAu0Noa7muCXjR9H61rtGr8gbPxu0AKbSCSCVqfDvn//9Rg2rWPHji41jFofNH73PPMM2zd9caJgBT8Xy9ihXOoFaLv7sjKfU6lytZCDBg3ycGQVjjZ+TB+xWCzYeugQ+3+gdpZ6Q+VD4dcIVlFRYdfh9u7da5e2LTMz022Oy3CDmRGry8s92mYwHlDuBrs33ngDM2fOdOkt1qVLFwwZMgQ8B/uRUOHokMAET71GPyOT0RgyGz93HZL5yPH5fPZjU65Wsx5vwcIu9fpxHyY/vKNY42XaRucsHfaBCyPAcz+mDRo0gE6ng0WjsdnPhGAQZN49d4If0wdNLuxtSvT6oBLFSyQSO1uzYDhPz8K/3LDB48eBEcgMOp3L63LDKAWDO8HPqNdDr9OBx+PZ2R6GTOPnpS3vfeopAGBtr5g6cevoDZlMhpu3biG+Xz/8tmQJOrZoAb1eH9RSr6N3O1M3ix9hQLhlqdVqjw56jCbdYrFg/c6duO+55xAXF4eIiAgn0yK/vHo545+ZFnY8Cn4+2vi5EvyCsfHLp00skpOT8QedatKTfbRQKLR7Lgw6eiLqTuNnsVjsohn4I/hVqNUubQpDtdQL2GxT13z/PdZ8/z10+/dD6uUdKOGE0/JkB8uFXZZnlCOcid+k555D+c6dtm8Ban6p151jTiD4JbImJyezEakrKytx7NgxOw1gcXFxyCpW27CDv5eZmjftEZ/P9xhKokGDBtBUQyy/8zdu4MTJk3ZaJ8YB4Bw9Uw6Fxo+CbRD0tNRrsVhQWVlZJfhVVPjtku8OpVLp0tnBE8x9+6PxYzQCxbTQxY33xXwwHQU/ANAy+WBDMAgybeYu9iNTviv7scsBavu4ZYdKQ7yJ1tDsP3IE1/Pz3QocKtqusszN8zWFSPBj2pUR7vh8PuuNrjcY0KZNGzRu3Ji1OQyJ4OdFa8FNes/V3jA2fr4KODKZDCfOnkVhYSHeXb0a5bR2nNtXmfHJ1zK54xnXe9RCt58/7aPX62E2m13arTKsWrUKUqkUFosF2+iMM4WFhXj55ZdZu1oGfzR+JhcaP4/OHRx88erlLvUGpfGjo0twg9svWLDA7fEikcjl9ZixyJ3Gz1FL6JfGz4UZiaPHfrBwn81J2k7dE+Wcvumr4McN5wTYxlImzBGj3Wb6Sk1r/DyZVPldnj8HT5gwAc8//zxef/11bN68GYmJiejRowe7/9ChQx4jcIcTXDsfTzYF/tiLuUKhUNgEvxDFeGIo48x2GBjBL4dOARcKGz9G8HX3Aea+rIwwVFJWFjLBTyKR2MJ9VJONH6vxo9tKp9FAKBTi3XffxeDBg+1efq7dFHOvFSUlUEVGwhyiYKbz5s3D0KFDXe5jPjhGjcapPS45ZKbwF5FIZBffKhgY56KzdFq6vn37ujwuIiICSqUS1wsK3Nr4hWIgZARPrrDFxNrT6/WQyWQYOXIk66Uf7HOUSCQ2bRN9T8+sWoWlq1eD2r2bPcbA+fgUc+KJGmkNpD+Biq/TGn6lVIpyWogIRuPH/Yhy7VgttGARiGCc5+VDLhQKYbVabX2Qpn///nj11Vfx559/sitNvk4E2HAuTN09aPz4fL6tbwRo48dq/AJ8d/ILCiCRSNgxZdSoUU4p+rgIhUI7OzWGP2mh2Z1Xr4XT/wHf+gP7neTEuWMItcZv69atrK1eUWEhEB/v8fhyWhu8efNmtxmhHGEFP+Z9MxigUqnw+OOP4+C//wKVlayNX01r/Jj6hQK/RNa33noLXbt2xbPPPovs7Gx88803djf//fffY+TIkSGpWG3Davy8zMz9sRdzBSv4hZhbLpYDY2Nj7V56d7ZT/mD0oj3jbo+j3fCLiotDJvg5ztAcMVksKHFo30Bs/JhBUUsLAsyLqOJ4+3IHOcYeT0fXLRQaPwB45ZVX3A76UVFRkEgk+Pf8eQBAi2nTwOvbFxRF4VJ+PqKjo/Huu+9i1KhRfl83FLHIGBw/MNy8qlx4PB5SU1OR55DzlSHUNn5cwY+ZUOiNRkilUrv+GmqN31KHSAkAoOfsv8LJf8osb/tqJiGTyVjTgEiVitWCBCP4cQ3lufa1gWj83D17R5glOObd/emnn9iUZXGc8B7+hO2ws/HzM46fv+Fcgnl3isvLERsby17Pm/bKncbvjYULAbjW5DHty70nX8Zo5nhX1wu14JeYmMg6DrmLVcqlhBbe2vrhkOY4zjFay4YNGyKfDtdVWxo/IDRZOwA/NX4ymQxff/212/3c4KfhDiMUeIuwHxKNnwsNTbBUuBD8eDweGjduzGY0uHD1avAaPy9BJbnbGRu1wqIiv/IKesJxhubIlC++wPdZWfj0jTfw3/nzeHzgQHy+fbvHOnNhNX70DFqn00Emk7EDnruPJZNRQldeDkilIY1i7w6FQoGWLVvi0rVroCoqWOP3ypISHDp9Gi1btsQbb7wRUNms7UsI+inXsUEgEHi077p+/ToWr1yJD0aPhtBhoA2V4Mc8K26SeMYO78zFi8ho3dpuwhSScC4cjQyjUeJm8NFz2vlyTg7KiooQJZXCQHv2+Qr34y0RCFgtiCvBz1dhUqVS4ZtvvsGxY8fw5ZdfVmnNPMTCc8e+ffvw4IMPYsqUKR6PY0xGjEYjBg8ebGdbztW0++q96eip65ONn4PGz9tSL4NjNgh/MdLxCZmxyFW2Gi7exkS3Gj+Lxc6W1ZeJAJ/PB5/Pd7l6FGrnDsBmM79o0SLbd8dLe+7KzkZiYqLPy7yAC40fPcZERkbazBEqK9k4frWh8XOVjjKg8oItYN68eXjiiSfYhNu3CzwezzYr9DKzMNHSfzCCnzbAMBueYGbG52ntD0O7du1YwS/Y5T+gygbSk3MHg1KptIWXoIWnUOBoq8Nl55Ur+D4rCwAw/b33AACr161j9/sj+DGzPJ3RaCf4ubMpYgU/jmdmKGe/7tDr9Vj5ww92WrUbGg1+37YNC+kZfyA4ersFAzcTR1JSkscBlNFWlen1aODwwQrVUi+T+YKbAUMikaBco8HR48fx2JNP2ml8QqHxK+Y4JYjFYuj1eugMBsjpj62e09YURSGnrAwdExOhp/ufP9diMFssLjV+Xbp0Qc+ePTFu3Dify73//vtRVlZml0fZn/hvDNHR0T5FgmCWel059HDTIPoaQ9DRYcdvr14PeYEdl3qlUqnd0r2/MFonZizyptVknTvc4M6545Ybzbo33K0GVMeYx7zvLiMXOHApLw8dO3b0qw6ubPzEYrEtA45OB4qialXjV2cEv/fffx8TJ0687QQ/wDfvO28aL284ehGFChM9g3VM59SxY0f88MMPaNGiBXJycmDVan3qwCaLBauOHcPoli2RwBk4vN2/o42fQqGATqcLWX9x9M7j8puXFFB+hXOhveR0Oh3kcjm73Z3AG0/bn2i1WkCvD2nCck8wBtqrfvqJ3XbkyhWYzWa3tnS+EMp+yhX8XIU54rJ8+XI88cQTtlh0nH5qsVhgtVpDk7BcKMSVK1fsNI9isRhHz52D1WpF+/btcYEOEswcHwyXL19GzpUrKCotRQOZjBX81Go1mDdL7zAZ1NCe6zra1MBXuH3cZDKhnHai4Ap+rVu3xj+cWHy+olQqYTAYYKqshEgoZDV+1aEJEQoEOHPmDOIiI6FyyHfNNbfg2px7ghX8GI9kD56arrx6PTl3OPYPNqROgO8OozljructMwq71Ovmeq40ecE8M1aj6cKrN9QaP9YEy4f2vJqfj+4eMva4QigU2kwAGK9euu1lMpktvapGA2sA3uvBwvQpX80xvBG0yEq5yNF3uyCRSLxr/IK08XM1mwwFRnq25bh8M27cOIwZMwYvvvgiTCYT9t+4gTIfYop9ffw4Hn/vPXzpIEx5c+7gtgsj+AHwGIfKH0QiEcxms8t+KPPi4eePxu8X2hNVS8dGdGdzsX79esyYMYMVaHSc7AvVvdQL2H8EGU7Thu9NOWm6/CUU2QcYDBytlbdlq1atWgEAdA7XNjmEXgmWtLQ0u0FVLBbj8MmT4PF4aNOmjd2+YAd8xhP1Ih1eh83zzXkPGRu/9XRIph3nzuHgzZvQGgx+RU6wE/zMZpTT2vZQ9EVG06ZhYp0FYOPnK/k3biA7Oxvbdu92eubMs3nllVd8NuJ3pfHj8/kul7sdHR90JhMuXb7sdgLAvINMgGmpVBpUnmuj2QyxWOwUbsgdXK2VyWLB4v37oaXfn169ermc6AczmRGJRKy2l0t1THZZjZ8PY9G1/Hw0atTIr/IbNWqEmzdvsn2a0fgx45XebGb7eSjCkfkKc9+14tVb32ADrXqy8aNf7kA7uEAgcPIYCwUmg8FlJ0lPT8eGDRtQXl6Oxx57DC+uWYN/Dx9G/uefI8nDbOIqvQxwIS/Prq5GLzaOjjZ+jODnqxG2N5hB0KxWQ+TwwfEW5sUfwe/3bdugnTQJJeXliImJcbvUO27cOIwbN47NOqGj7TfNZjOkNaDx495Tt27dcPDgQRTSy4pKB02Jv+V6shvyB4PRiFatWuHIkSNehUlmwNVVVgKc9jtD35M/9jv+IJFI2LiHCoXCrr8G+zEbOHAgAGDxli34YcIEtg+py8sB5n7pJVRGczzr008xiz6/Y8eOPl+LW1ez2Yzyigqfc+l6gxvDLcpigYVeRq4WjR8dZw5wFnwY5w4mnqYvsIIfY+NnNHpcuuXa+H108CAA4IabEEls2CraZpTV+NHnP5SVhW7p6XjKR6cDE23SYPUQcoYL1x53e14eZixciIonn4RMJsPEiRPd3iPDlClT8NRTT7m9P5fXc2HDGGrnDsD23IRCodfMNxrYwsv5K/i1bt0aFEXhYkEB2kdF2QQ/2kQJAHQVFbB66CvVBTO5qRWv3gEDBuCXX36x23b69Gl23bmoqCgorUJdQywWV7uNH5/PrxaNn8mLhikyMhJisRj/Hj4MACjz4uGrofdv3bcPj2/ejH9pwcabxpM7SIvFYlbwa+CQ3idQ2BmgC42fq2jyrs71FYPVioLSUsTHx3u18WO0MtoQe/V6g9GQAVX2Tldv3YJMJgvKJiWUXr0GgwHdunXDgAED8PLLL3s8lh1wHd7Dy7RQ5pgTO1SIHfpG//790b9/fwDBT1qioqKgVCqrckbT1yrn2BbdooUoV8KMr7HqABcaP602ZIIf8w7forVZ1anx496zo+D3+OOPA4DbvM2u4PP5Tho/r4IfDTPm/fvvvy6PZx106PFHKpXaRVBYs2EDpvthb8uM5VYfvzVce9z9tB13UUWFRw0c167tySef9Hty4VLjVw1LvQB9f17Gomv0xMlfwY8ZM2/Q5zNRHBjBS0dr/GrSvg8IveDn15do586d2L17N9544w3Mnj0bANigpoDN7uZqCBwG6gpisdhmj+TJxo9+oYNe6g2xjZ8vHo9yuZxNVK7V6wEPxzPpfm7cvIkVP/6IC9euYceUKV4zCTgOxswA7qsRtjdY72udDnKHZ1Ch1aJ58+Z29lmuzvUVvU6HW8XF6NyjBzuAuvsIswMFnUWjOma/rliyZAn27t2Ly5cvsxOyP3bsCHppnVlSD5WNX2xsLJYtW+b1WFbwc8jewaQdDJWTkBMOyzg8Hg9//fUXCgoKkJiY6HPaKHfcfffduJmbC+j1ENICh5qTceVaaSnEYrHde/L0009j6dKlfgUs5/Zxs9mM8spKRPohIHmC+ajmFhejs1zuMRZesHDHF8cltubNm+PmzZt2YV284WTj5yUgM3eMjqLfeU+hyyZPnszuP3r0KHJzc2EeP97eM93Hd4mxM7P4aFbEtcc9TedHzyss9DgG6Tl18df+WigUuszqU11jHptP10P7XaPj2Por+DErCPllZUBsLApLS9GmUyd2nDlXVIS/z5wJ+v33F+Y7E6r29FtsXbZsGRYvXoyxY8faeXTdjigUCmi82GYUaLXg8XhebZXcwS71hhhvGj/A3rtL40WzqTEY2AjmAHCSFqa8aTwdlxeZ5TNvRv2+wnwQXGn8isvL0a5dO0x/6ik8Rae/4uKv4KezWFBQWGin8XMn8PL5fJttTw1r/ORyOe6//34AtjZmPobBZtQJZeYOg9Hos9aKFaAdZviMBjBUxs6OuMokwePxQra0HBsbi2L6XWA0T4U6Hf4uLsbbhw7hWmkpUlNTwefz2fdu+PDhAKqWf33BTuNHe/WGUuMnkUhwprAQQPVq/LjvmavvTkJCgl9aGB6PZzfu+qPxs1itkEqlmDdvntvyv/vuO0yePBkAkEsLX+oANebMWO6r4Me18WO8iQ/RkRzcjUHcNJD+aE6ZMl1p/KrDuQOgV+K8tOWl0lIIBAK/vzNisRipqak4T69o3SoqQnx8PCv4DXv7bfy4aVNgFQ+CWtX4AcDo0aPRq1cvjB49Gj169MCvv/56Wy3vclGpVKjwkFXjosGAh+fPh0qlCvjDKhAIbMnNOTG8AOCrvDwczc9Hk9hYzExP97tckw+hLriDmUar9ajx0+h0aNmyJTZu3IgffvgBixYtAiorWa9edwIQj8fDQw89hNGjRwMATp48CcAWQiIUsEu9Gg3gsFx9IDsbb44ciVdffRU6nQ6fffaZy3N9RV1ZidLSUiQkJHgV/ACbNkpLx5sqLisLmV2jN5jBTiQSoXFaGgoLC0Mi+IUqjp8/OSfj4uIgEAiQV1ICcCYRer0eUqm02gysmQ/hxx9/XC3lq1QqW7qzyko2gPux3Fw8sWgRAKBXt27sasr333+PsrIyDB061O/xlvuhN5lMNo96H2PdeYPH48FgMOCNzz/H64sWVatXL3eiYPRiluILwdj4WUwmSCQSv/uesbIS4I45Pr5LJpMJYonE56VebpxIxoM+lw4C7k7wu0kHJwaC0Pi5iONXrRo/D+13qaAAjRs3DkhQyszMxKmrV2HJzEQRLfg5TjD9MbcIBbVq48fQqlUr/Pfff0hNTUXXrl2xnQ6Ie7uhUqlQ4SLGHkVRWH71KtbSAXI95Zn0BhsnjqOxMlAUpn30EZb++CNecBBWfMVosXhd6i2gk38DgMbLDEqj00GhUCAzMxOpqanQ6/U293YfZqErVqzAmDFjAACLFy/GqFGj/NJaeMKVjV+R2YxCsxlarZbV0LhqC39forO0MJCYmOjVxg+wCX6MZupGQUHIlre9wWifzWYzpPRMNVjBL1Rx/CiKgkaj8Zi/motYLEbjxo1xgU41xqAzmapvmRdVgt/dd99dLeVztUhqevw4w0lbtvfgQVaz1aNHDzZN36hRo9CmTRufr2O31GuxoFyjCZnGz5Hq1Phx7yMUH11Hr1692ey2P0mlUna8AwCrnzZeWXQsUYPDqoTjb3cwtnK+OnfIZDIYDAY27iFXg+fu3MzMTAA2hwh/3yu3cfyqaZVDLBbD4GUsKlCrfQ7m7UhmZiZOXbqEEjpkFFfjBwBjxozx2fElVDB9vta9eiMjI7Fp0ya89tprGD58OObPn4/77rsvJJWqK6hUKuTn5DjNLC6aTHhyyRL292oXKZd8hY0TV1nJxim76Gg/EICWxd+o6RqNBvAwoGp0OsTTwoNUKgVFUTBVVLDxAn291nPPPYfnnnvO53p5g10K5Gj84mbNYl8UZqnZ1cfI31Agc379FQKBAL1790Yhvbzl6SMkl8uhMxigV6tRUVERMmHXG0ybGI1GyOj/ByskKZVKW3quIDV+RoqC1Wr1SxCNiY5GGScnLADo6LA61QXTX0LlhOSqfIvFAnN5OSvg7aJDBjF4y2bhC07OHZWVIRX8Fi5caLP3rqxk8+hW18eeIdhJDOCs8dPo9W4nIyqVClarFTqNBnLYNH7+CLeMBs2o1dqtSpRVVCDBMRuN1QoNgGjOdpPZDIVIxNrheRtr2dAjtMYvKSmJnci4ezYvvPAC7r///oBWJdiA0Zz302q1wkyHoQk1ERERHlfiAODXXbvQu3fvgMpv0qQJ8q5fRwHdZo6C36pVq2o8bnGtavwcVds8Hg/z5s3D119/jTfffBOPPPJISCrlivfeew89e/aEXC6vsUZXqVTY+99/yHeYzdzgCGadO3cOaoBmc8Fy2jbfYSkjkFiJvtj45eXlsXWv9GKsymj8gKpOqIdtoAJCF0/NX9hYYg42JkxaME+aJX81E6fPn0dGRgaUSiW73ORtqVdnNoPJFOyrlitY2CCnRmPINH5RUVEoKysL2h5VS/dlf9pCFRGBCgdDbp3JVG32fYDNsxFwHRcxFDCCn9rFu/3BBx9g06ZNLu1S/YU7BhiMRpSr1SEV/CQSCfsuMKNkddr4jR49GnPmzAm6PEeNX6XB4DbcERu2hh6jLRTl1z0yk0NHDZ/FxbMf+uefiKEdJxkcNX6+Cn462Gz8uCsN7gS/QOzhuGU62vjpaME1FEK6IzExMSj24F9QaLVCrVZjU4C2eElJSTCZTDhLm2A4LvXWRrIK5pnWinOHOwFk0qRJ2Lt3L06cOBGSSrnCaDRiwoQJ7IBcE/zvf/8DAEzcvNnmQUT/XeYYwkqCFHjYpV4mErlej6G0qz8jSF9mPBr9+NPo9ZB70YgkJydj9erViIyMtDmxeCpPq3US/AxGI2tEXBPBiV3B1Imp/8xTp1zud0Ug9mHNmzcHUPXye8qGoZDLoTEY2OCt1amh4sJ+aDhasVAIfhRFocJLP/HaL+m28Kc+rMkFp5xrpaVIqEYN6pw5c1DhYHcbSoRCISxWK9R0ezCalnHjxuHFF1/E8OHDQ3Jt5kMhFAqh1miqRfAzGAygdDpYqjGHKdOnly5d6jG3s6+w4Vw446U7wY8R/pm+78kD2FPdDQ7ZJthsF5y/nYzW13Esl8t9du5gBT+DAUYfBb9gsMvqQ/9p6b5QHYJfbGwsSioq3I4x79KOLIsXLw6ofMYh7jTt4OGo8asNmPGhVjR+O3fudKsK7tChAw4fPoxVq1aFpGKOzJ49GzNmzEBbH4NehoI+ffoAgF0MJgCYyglDIQ2yQ7BLvbRQvcdoZGd2M2fOBADcCMAbrEynQ7SPanuFQsHG6XMHV/BjBjI9RcEY4gwK/sIM1pV0G33ESVUGhF7Lxnw0ExISUFRUxGZhcIVKpUKFXg8d3UY1NXj06NEDw4cPx9NPPx0ywY957wuDzNSjCUTj58LW9vCFC+gcIgchV/D5/KACXntDIBDYwqvQ7cF8bAYMGBDS6zATy4YNG+JWcTH0en3IBT8AMPF4NeLVG6pxxknj52WpFwAq6OM9eQC7gtXAO7w7Zoff7oKTVGg0iIiI8FnwY81fKAoGo9FOUK6OMCRSicQp+oWWnrRUxypHREQEm3PaFUvofOyMQ6G/MM8rv6ICYrEYKpWq1r5vDEw4rlBlSvNL/PeW6zM2NhYPPvhgUBUKJQaDgV3yA6oMtk0mk88vwLPPPos///iDzdDhiEQsDuplYh6kXq9HLoCH6ADZK1euZGf8OoPBb8P60spKJKSl+VQ3uVyOCr3e7T0CNsFPKpXaeWpV0InlGRyvxaYNqsaYR2y6K70eJgB3dOqE/UeOsPsjIiKcrj9//ny0bds2oHp1796dPS8iIsJj5gmlSoXyW7dYrY5jAvBQwm1rkUjEGpQznqFFRUVBXbt169YAgP1lZUgLQoC9Tn+8oqOjfa5PZGQkCoqL2f6pA3D+4kW88NJLNR5PiyEUfdtisaCEE+QXcN1fg4ERFqKiotiwIgqFImTXYASgSp0OevpaFEWF/LkwY47FYglJ2Var1VZPuk9V6vVQRUa6LJt5NqVaLUywLb0K+Hyf68EI3xqHcVxnMIBbAlfw447FFZWVdho/b+3LCIbvnzwJg8FgZ4dcWlrqU7396d/pzZrhdHY2TBkZ7LYyug7iIL+PruDz+TCbzS6/V1z1RUJCQkDXZr7JRXSWG8cxvjrGHG/tzawwmc1mt8f4U6/bOmXb3Llz2UDTXHbu3OmzBqSgoAC3iouxuV8/ALaBh/fxx2zGjdKyMmzevDngOmZnZwMAtnbqZCc0R0ZGYu/evQCAf2JioPUjkjoA5P72G6RRUT7VzWKx4ExFBXuPrqhcuhRXrlzB5s2bcf78eQDAtsaNcZH2bN62bZvbWfC2bdv8qrs/MIPhfpEI8n79cOv339l9AoEAJ06cwGla9f/BBx/gpZdegkAggNFo9Pu5ffLJJ2jYsKHP55WXlyO/uBh/0Usthw4dQrGDd2qocWxrJojznj17guqngE1judNoRMSwYW6PMZvNqKysdGsH8/bbbwMATpw4gcuXL/t0XYFAgPOXLmF9t26Qy+UoKysDRVFsf6xNAu3b58+fh9FoxG5ak8qk97p06VJI74kJqM/EzwSACxcuhOwaTHimTZ06sePCf//95/Oz9ZWJEydCLpfjwIEDIVkCP336NMxmMzvmXduyBQ0lEpftwryzO5VKVHTpggtffw2dXu9zGzKOYFvEYlTceSdAL0HuaNoUFzkBhnUcQWZt27aslqfk88+Rl5fHpoHcv38/rtHhWTxdb/WmTYiMjLRLqvDvv//65bDkS//WarW4euOG3feD+S4cPnwYpXR6xVBx/fp1lFRWuvxeMe/Ra6+9hj///DOg8pm+m1tebusjDs+5Osccd+1tNBrxxBNPIDY21u31tR60oI7UquD36quvYv78+R6POXPmDFq2bBlQ+a+99hq7XArYNH6pqano37+/z5kMLly4gB9//BH/fvcd3omNxRl6iWDy5Mn45ptvYDab2cCqgcAILndx0v906NABo0ePZl3GO968ieFbt/pV7vNmM9q1a+dT3RbMn49YinJ7DQNsH3RmCbFFixZ4+eWXcWzbNnSOiwOfz3cZxd5kMmHbtm0YNGhQtdoASqVSNC0rw/CtW/E6x4alc+fOTvV64oknAg4HwaSG8pXt27ejID8fna5cAQAMHjyYtREMNZ7a+pFHHsE999wTVD8FgPi4OCRotR774rScHKzdsgVGN7a49545AwAYP368zx9wPp+PJUuWoMfevUihKFymNSh9+/Zl06jVNMH27ZycHABAezp+GtMnhw4d6le6LG9kZGRg0aJFGDlyJD799FMANptsbsalYGC0Wb0PHGDt18aOHRvyZXKTyYSEhISQjSVXrlwBj8dj+/JbfD4yMjJcviNqtRrTpk1Dy1u3MHzrVuzh8XBcpfL5fSovL8ejjz6KRYsW2eKf0txx9iza0+8DAJRz3odp06ZB88QTEMK2GtStWzccPXoUgC3EkLfQUG+//TaKi4tRUVGB3r1747vvvgNgezaDBg3yWmd/+vehQ4ew759/7MaFv+lxePDgwWjRooXX6/nDli1bcDMvz+U4dIPuj927dw94vGMmM1EiEZQKhVM5wY6jrvClvceOHeuxDG4Qbm/UquD3wgsveLSRAhBUcGiJROLyIy8SiXwePBgbhXk//YR3H3kEJ+ntc+fOxTfffINDhw4FNRAx9eNzvKKys7MhEolYraTVaoXIT2/KMrUasbGxPtVNoVDAYDZD5GbZspTW5MXExEAkErH5Q1dt2oSOU6Z4bU9/2jsQFAoF9CYTRGYzDEYj4uPjcevWLYwcOdLpuoHWI5BgoJGRkajQaNhYflFRUdXuBOOqrTUaDcRicdCG3TExMSjX6932EwD469gxWz3cHJMQH4/77r/fL5sZxibNaLVCZLHARN9HRERErTkVMQTat8ViMSx0nDCganmpSZMmIb2nli1bwmg0Ys+ePazgl5aWFjI7PGZ8tFos0Fos4PP5iIqKqjanmFCNJUKhEBRFsf1Uo9O57U9MXEydxQIRRYGiKAiFQp/r4U7DxqP7M4PAIbRLPoBGFgsoioJCoWBT9TVo0MDrtadNm4Z33nkHgH0+a3+FFl/amzEB4r7zBvr5V8eYx3g4uxpjeHS/lkqlAV+XsYs2mEwQcJ5zp06dIJfLq3XMCaZ/+3NerQp+cXFxfuVXrA26d+/O/r/UaMRVgwHR0dFISUkB4Dlfoy8wM2YDR83PdDw2HZnR6JSVwhNW2GaZvqaRk8nl0JWUuI2LpKaFU+YDzHVt1xkM1RpWwxeUSiUq9XqAx4PeYMCIESOwZ8+ekNmbHj58mH3e/hAREYGKykpc12ggEAhC4o0YCKHyrIuJjUVxZSXgqTzG+NhFXzLy+biWl4d0PzPRsA48ej1gMEBD97fq8BisKRjnDibX98qVK3H06NFqGQ9FIpHd0nsonS+Yj41Zr0c5LTxVl9AXShzj+FVqNG61lHw+HwqFwuZgRFF+e/UCtsn8q6++ii1btrDbzA5evhaHD/euykqMo9tSLBaziQJ86ffM85bJZOjatSueeeaZajMzEYvFNttFzjuvDZFTmSuYd8fVGGOhv5nB9HFmgmwwGu0my4cPHw64zLpGQJk7aoPc3FxkZ2cjNzcXFosF2dnZyM7O9itheSB06tSJfVm1PB5u6HRIptXser0eGzZsCKp8poPqOIPlW2+9BYCTlcLPMg/KZKAoyud4Q3K5nM0p6wpmCcJVDsdSkyngPMWhQqFQQEPXX6/Xo0WLFrh48aLfCbrd0alTp4CCL6tUKqjVauSZzXbZPsKVmJgYlPhoR+LK+yxXLAZFUXY5n32BDdlDl1nTcRGrA0bjxMR26969O5599tlqu151ZetgPoxmAGqHLBF1GTacCw03aoErpFIp67xipSgn7Zw32rdvjz/++MMu5qujvopZ05k4cSIA4NFvvsE3tEZYIpGw47kvgrWUE7idx+NhyZIl+Pbbb/2qs69wndbWi8VYIxJBS9e7ugQ/i5sVMDPdNsGsbjDjtMHPQN3hRNg4d7z11ltYs2YN+5uxg9m5cyf6eXBKCAVM59WZTNAYjax7fyhSBzEdS0urrX/55Rd2LZ8V/JgYST7yeUkJAOCOO+7w6Xi5XA6tw+yTyx9GI2QymUtNTaFGg6hq+qj4ilKhQKVej2PR0SguKUEeJ/VVbcKEYLhYUoKUAIOj1iViYmJw6cwZn/qixWBwGlzK6cHY3+wArMbPZAL0epyiP9jhrvEDbKnCgOqPg1ntgp/JhHKDAZFhIvixGj+6Lzt6vzrCOPPBaISFXtIOhBkzZmD9+vXQaDQ2YYnzLjHL/kOHDsVPdFiqXFqxIRaLsX37dp9j5TKrRdURt88RVvDT6zHh++8BAI8NHw4+n18tYVCEQqHtWbgYhywhEPyYc/VGI4S1HMaluggbjd/q1atB0fYV3L/qFvqAqg+Mls+H1mSCPISaBmYA6fLNNwDs41QxHweTC+2JJ4q1Wtx9990+L0/KZDLoPCwl/3zmDMaNG+fy43FLo6mVSOZcFAoFKo1G/EsPnNwcxLUJM0E4k5cX0FJxXSMmJgbFtNecN0wuPoyV9KDsbzYMVuNH/37mhx8AoMZS4FUHrKbfaoVQKKz25dHqEvyY+zDzeFAbjWGj8XOM42exWDxqdwQCAauR8zdzB5f27duzzgNmh2dupX9zV1AKaA27WCxGamqqzzZ6zHckUAHVH0QiEYxGo02bT6+y/HX6NBQKRbX0a180fqFa6iUav3oMK/gZDNAajZCHUNBx7FhcwY/H47EvlT85UosqKpDhhx2VXC6HRqdzeY2rcjmOnz2LZ154weW5N0pL0SjEXlv+olQooCkshIEWXlesWFGr9WFgPoJnLl1CXx886eo6MpkMeoPBY19kBnqTTgeZg/lAJW3346/HJyP4Ver1dtcO50GZFfyMxhpxUKmuALSsxs9gQIlWi8hangT6iqONn9Vq9SgkCQQCWMxmQKOBhccLiWBhdniXGI2fVCrFlStXcPeIESig7fr8fX7M8TVhb8n0X4tGgwr6fvJu3Kg2hQCT7tDVOGSmn0tINH4GA6JrQGNaG4SNxq82YQS/LL0eGqMxpEtMngQ/5re/Nn63ysr8MhLPyMjAxZwcfObwon4fHY2WW7fCarViwoQJdvs+/vhjAMDVmzeRlJTkZw1Di1KlQqXBgEKTCSkpKbVuc8jAaLaMRuNtofETiUQeA1ZzMbvS+NH/+iv4iUQiiMVi1sYvJiYG8+bN86uMugbzcdFZrbWeFSAY2MDKAP4+eRKJiYm1WyEfYQQiiqJYTZ43jR+TmcTfzB2OsA4xjho/+l8+n4+0tDQkJCbiBB32JxwEP5NAgDJ6RcBgMFSbKYYnjV8o8kXXB40fEfx8gIn598PhwzaNXzUKfo6xeEQikV9LvRYeD5euXPHLseHee+8FAMxn8kTS3PfTT9DTdhSOy3OtWrUCABQWFdW64Mc4d1RaLFBVY5otf+Eue90Ogp9QKPQ5g4zJxQenIgjbPKVSiUqzGXlyOUpKSsJmSdEdrI2fxVJjIWmWLl2KAwcOhLRM5iNphC2SgK92xbUNK/jxeH4Jft0LCvD1jh2h0fg5bGeWehnN45UrV3CDNlsJVPCrqaVeACilQxQxeMsVHyisV68LQurc4eDVeztxe95ViFEqlejSpQsyo6KQff16SAU/xxfTMeSHXC5HpR9LvT/TM+5mzZr5XAelUon58+dj7ty52KBUIsFiQU86+jsA/Pzzz07ncAeiHj16+Hyt6kCpUuHg6dM4kZODtm3a1GpduHCF5eTbwLmDNeL2oS+adTpAo7HbVhkRAblcHtBHU6lUQmMyIZX2sL9dBD8dnWKvJpg+fXrIy2Q1l/Syfigc3moCVvDTaGChx2BflnoPHj/O/g4U5vtxxXGp16EeixYtwpgxYwD43641qfFj+ILWwrVo0QLnz5+vNq97j0u9tLAZCsFcr9cTjV99JzY2FpUmE7QhVmEzL0fbtm1x69YtdOvWzW5/w6QkXPeQQ9eRHPrlGzJkiF/1iI2NRVlZGe7ZsAEP0GnkGBzrBNgLfv4ImdUBE/dQp9Mhn852UhfgGtTfLho/X5d6XTp3WCx+O3YwKORyVHKuXdt9LlhYgclsrvUg1MHA3gctYITLvTDCFcXjsZ6gHjV+fD4snN/BaNKY8WoGnU+bwVHjN3r0aHafvxo/5jnUhODHZJiat307gKog0Ro/Uoj5g8el3hB69VosFqLxq+8oFApo1GpodbqQCn6M5sJisbi0y0tOSUF+QQFgMNhtP9WgAVoXFjq92LsKCtC+XTu/X3juPUUrlYBej86ZmUjPzHQptHA1Lv7kfqwOnnvuOWRlZeHMmTPIz8+v1bpwkXGWOkIVU7A2YTR+lE7ntX+ZXYQgqjSZAk7lxWj8GqWkwGSxuJyMhBPMB+VyaSlktRwAPRhYzSW9xBcugh+r8dPrYaWfhVeNH0fYCJkmiBvOhR6DufVgnFD89WBnBMVQp85zBWPXyZgFdenSBQBCnqOXgdX4uQjnwkxMQyH4BVtOXYZo/HxEqVSi0miEVq8PqeDHaIXcaVKioqJQ7tDBj8fFoc22bVjrIExYeDzsPnYM48aP97seEydOxI4dOzBt2jSI6M5upSi3OY25+ZNrO55aQkICTp48CZlMhueee65W6+LIvRMnYviwYbfFAMLcg9UHbYeJz8f7ycn4npMTttJshjLA5R+FQoFKkwlikQj/+9//wiI7hCd69+4NAPj72LFaz3wTDKzGj/4ddoIfwC71erXxqw7Bj4Ojxg8Afv31V0ydOtVvD1nmubRt2zZk9XMHYyPOwMR7NTgoK0IFK/i5IBTOHdz2v12XesP/a1RDKJVKVOp00Gq1IRV0mBmZu46sUqlQodVWpcICcJPWsF1wsP3Li4mBTqdD165d/a6HQCBA//79sWnTJpRpNACfDzOf71Zg4b4QdeEjzOfzodVqXWaMqE1++PHH2q5CyGC993Q6CNxMVJieYDIa8Qa99HNv8+bgA7gqkQSn8SsshNlsvi2EaIVCweaUvi0EvxoKRB0quDZ+VrruXjV+3Ly6QQoEs2fPxqxZs/BrfDxGX74MALDQkyJuPUaOHBlQWlCmrn369Amqnr7A4/GQkZGBc+fOAQCaNm0KoPr6AhvA2ZWNH21rGqoxglcDzjG1we15V9WAQqGAWqsNuZs6n89Hz5492fAojrB5aF3gKG7dpOvVkE4pFwgNGzZEbn4+LDweLHRw2XCiLgihtyusN6KHjx6jLS7m2CQdpk0F9p07hwYB5qJVKJXQmM1h2SfdEU+3xW0h+NETrnAJTcP16vVZ48f9HWQf7NChAwBg0u7d7DarD7aGvtKjRw/8/vvveOKJJ4Iuyxcef/xxALbVH8Zkac6cOdVyLY9evZxjQsGpU6dCUk5d4/YYQWsApVKJQjrJdaiXNv/55x+3+1QqFSo0GjuNH5hOb7Xa2TncpAcwR89gf2jbti10Oh2uqlQwl5betqpugv+wGj839jWALc0RAMzieIUXCATQWSwoKS3FuHHjArq2UqnEFaMRZrP5tumTTLxJWTWFvagJWMEvTG38rEajkzetKxw1fsGGSRk2bBgAYGTnzkBurq0uPmgefYXH4+Huu+8OuhxfYfpwVFSUU1aUUOPJxo95RsFODtesWYMpU6agmP7m324Qwc9HlEolKugo6jU5UKtUKlRqNABH2HT3SpXTH8RgIqYzNoeVtDrd0wv0yy+/BHwdQvjBavzcfJj0cXG4ceQIAOAWJx5lsUiEG7SQE2jMx/j4eOQUFNxWnnbMBFJ6Owh+9Ic+3AQ/iseDhR43vWn8jCG08ROJRBg9ejS0N2+y21zZ+IULzDexJuI4Mm1vhfOSZShStgHA//73P3y+fDlGjhoVVDl1ldtjBK0BuDGJqis+kSuUSiX0ej3MFRUQMsuYtFaF52DnYKBnO8EstzAfI43FArOX/JVjx44N+DqE8IPV+LlI27YlMxO58fHAkSNo0aIFrnO8q0usVhTR/SjQ/LrDhg3D3LlzAdw+nnYK2t4xnJd6mfHhMh2zMVwEPzaci1brcxw/Ywht/ADb2H6N8y5ZaWeIcBb8GjduXO3XYiegej3EDku+jOY5WOUMj8fDP/v2BVVGXSb8elgtwTVKr0kvVibuWYUPATwNsAl9wdi5sXmJBQKYbyPtCiF43Gn8LiUlYdjevXic1gBnZmaikiMYFlutKKEH4piYmICu3bNnT9bD/Hbpk8wE8nYQ/H6iP5LhIvj5m7mDz+eHXPA7d+4c9mRn45F27VAQHR3WGj8T7VQR6MTOH5hvcaUL4U7N50MkEoX1O1UThF8PqyVqW/Cr5PFsM8PKSlbjB0bjR/8ZLJagOzzzMdJaLLfVshoheFiNH5O9g/5b4TDYt27dmv2/WCxGsdGIEvqjFqjgJxAI0LRJEwC3n+DnT17tugaPx0Pnzp3Z344pJ+sqrOCn1cJCj6feNH6mEAt+jEPEl7t348tGjcJa48eEcOEGna4uGNvYUoHAbhxCZSXKLRZEREQQJz8vhF8PqyW4y7s1KfgxAmejmzedDGYdu7YBwadMctT43S6G9ITgYSYVBgfB67xDara0tDT2/40aNUKJyYQSgQASiSSoJRjmHbzdBL9gnLHqArs5nqnhElibG8fPF29aRxu/UAhnjzzyCPv/N3btgqYG8+uGmh49esBisSAjI6Par8UKfi6+w2oAEQFmB6pPhF8PqyVqS+PHHYzK5HJQJhOs9MyToihQJhP7p6OokAl+lRRFlnoJdrD2n3y+Xb87V1xsp/VhBmYASE1NRalej2KrFTExMUHNxJX0gH67TEaY+whnjR9gPykOt1y9VosFZlqgq2kbPwBYunQp+/8L9KQoHAU/oObqzTgvlorFduMQZTKxGj+CZ8Kzh9UCtSX4de/eHdOmTQMA/JGZ6fFYAwBJkHG0BLRmRku7zN8uH1lC8LDaYIfJwOXr13Hfffexv7le5YmJiag0mVBitSKGIxAGc/3bZTJipQWOQPMXEwLHb42fUAgDx5EgVOPi9OnT2VhxN+kyw1XwqymYyYWrfOA6q7VGnS/DlbDoYVeuXMG0adPQpEkTyGQypKenY9asWTAytm41QG0JfjweDx988AEAYDOPByOqglQCgJHz98Hu3bhER4EPBrlcDg2ff9tkSSCEBqbfq4VCts+pxWIYDAbExcXhtddew+zZs+0Ev9jYWFTq9Sgxm+00gYFw5swZAFUC0+1CTeRTrW527dqF//77r7ar4TOM4Kfn82HwMYBzdWj8gCrTiJwQxvG7nWG+SQY+3+77Z4QtGkVtpxANB8Liq3727FlYrVZ8/vnnaNasGU6ePIlHH30UGo0GCxcurJE61OZyRnR0NCZOnIj8CxdsG1wsl2lkMkCnc9oeCAqFAjcA6HQ6IvgRWJgBVcf56JVHRABFRYiIiMD7778PALh48SK7X6VSoUKng8ZshjKI+JIA2GCqNzmxz8IZxmY3XJZHPdG3b9/aroJfsOFcOJk7vC31GmjPVeZ3qFAoFGjerBn20IGcieDnGeabZHLxHdSazWyYJIJ7wqKHDR06FKtWrcLgwYPRtGlTjBo1Ci+++GKNBhDmzsprw2OoQYMG2Hn0KB7o3p1NHUQBMNF/eXT+3vHjxwd9LblMhiV0NhGy1EtgYO0/+XzsatcOvTMzcYl2TGACfwP2S70qlQqVOh1MFAVxkALOTz/9BAC3TTR9RvAjHog1D9PmRh4PRh80ftHR0SgsL2d/h3pcvHvkSORcu1YtZd9uMIKfkc9nv3/Mn8ZkIho/HwgLwc8V5eXlAYeGCITajgukoT0n1x844HJ/BW0Y/NprrwV9Le6LUxNxmQjhgUQiAY/Hg5bPx2KhEP+dOoXf6dh6XMGP+3+lUolKjQZGqzXoGG+pqakAAg8JU9dgbPvCJb/t7QQrbPN4PqVsS05ORgEnDWGotXJNmzattrJvN9h4oq40fkTw84mwXMe7ePEiPvnkE6/LvAaDAQY6NhJQFWPKZDKxAScDIZhzAyUnJweALZYaE07DwuNBRwt8xbRGUi6XB10/7oszePDggMtjzquN9qpv1FRby+VyqAUC5NFat4/27AFg+3A5XrtTp06QyWTQ6/XQmkyIFgqDql9SUhL++usvdO/evdb7VCjae+bMmWjQoAE6duxY6/dT1wl1/2ZyuuqkUujoCYnVanVbfgN6RYWBx+OF9JlxPbsNBkOt94e6PHYzmnK9UMh+/xi0RiOkUmmdrLcnQtHe/pxbq4Lfq6++ivnz53s85syZM2jZsiX7+/r16xg6dCgmTJiARx991OO5c+fOxezZs52279y5M6hZwebNmwM+N1CGDBmCPXv2QCQS4fiAAcCBA8hJSsK+778HAPz777/AkSM4ePAgzp07F9S19LSwPHr0aGzfvj3oum/bti3oMgi+Ud1tLRQKcaRhQ5w+cADNmjVj7fl27dpld9x7772HRo0a4fjx4wCA3NJSiG7dCsm7E4o+GSqCbe/U1FT88ccfIarN7U+o+vfhw4cBAAfffRe3bt0CXnkF//zzD65fv+7y+AuMfTXN1atXQ/odYPLAR0RE4NSpUzh9+nTIyg6Gujh2M85dp9q3R9ILL9jtK3riCdy4caNWvtGhIJj21mq1Ph9bq4LfCy+8gIceesjjMVwVeH5+Pvr374+ePXtixYoVXst/7bXXMHPmTPa3Wq1Gamoq+vfvz6Z/CoThw4cHfG4w10xISMAjjzyClL//BgA0uXED3SZPBgDkdewIALjnnnuCNhb/9ttvceTIEfTu3TuoezWZTNi2bRsGDRoUNqmcwpWaauuoyEjk085WP/zwA7p06QLA+Z1gfkdFReGDDz6A2WhEkyZNauXdqQ5I365Zqqu9O735JubRXrWDBw9Gs2bNXB5XXl6OTz/9lP3drFmzkPfldu3aoU2bNnWiP9X1/s3j8dD0xAl0+/JL+x0qFdq0aRN240wo2tufrDm1KvjFxcX5HLz0+vXr6N+/Pzp37oxVq1b5ZAchkUhcCkEikSigxl24cCFat25day8CExX/FJPTkaKgEwqhrKiAlseDRCIJaWiItLS0kNxroO1N8J/qbmu5XI79p05BLpejffv2dtd1BRtstbwcEonktusHpG/XLKFqb6YMvsmE72lHtqZNm7ot2zHWol6vD/lzr4tZT+pq/xYKhaCsVggdIlnoRCJERETUyTr7QjDt7c95YWHjd/36dfTr1w9paWlYuHAhCjlGtomJiTVWjxcc1Mo1DZPaqYiO93TDakV6RQVm9+kDI0XZGdUHA7PskJKSEpLyCLcPjIlEcsOGEAqFuHDhgseQP8xERKfTEScGQp2BURyoOX3S00qJY6rB3377DZ988kn1VI7gFaFQCBOPB4PDdq1OR5w7fCAsBL9t27bh4sWLuHjxopMw4pi/9naGEexK6cDV2UVFAIADOh2ay2Qhy1H4zDPPoLSkBK1btw5JeYTbB2ZQZTxr3S2NMXA10ETwI9QVGK9eLd0nvYUGY6I6REVFoaysrNajPNR3hEKhXSIDADCJRDARr16fCAu/8YceesiWl9bFX32CmZH+eegQAOA67Vl5rqAAH+/ZE7IwAMOHD8e/Bw6QnIcEJ1jBz0cbWa7gF67LL4TbD0bw09CCn7c0X8yk5Z577gEAlJaWVmPtCN4QCoVOMfwqOZEtCJ4JC8GP4JpSOqDoJTri+3kHzzMCIdTI6Q+kr7H0uLZRRONHqCuwGj96MuJNWGAmLX379kWXLl3w0UcfVW8FCR4RCoVOcfz09HI8Efy8ExZLvYQqfvzxR9x7770AYBejkECoCRyXer0hk8nA4/FAURTR+BHqDIzgV0nbp3rT+HXt2hUHDx5Ely5d8OCDD1Z7/QieYZZ6ucu9WnpFjAh+3iEavzBj5MiRbvdt2bKlBmtCqI8wRu6+Cn58Pp/9qBKNH6GuwAh+TN5pX4SFrl27kvR6dQRXNn4GH5ftCUTwCzscvcsY7r//fgwZMqSGa0Oob/z3338AgJs3b/p8DuOURDR+hLoCI8BV+CH4EeoOIqEQRgAGzl+Fj8v2BCL4hT1M7CcmBAuBUJ3cuHEDAPD888/7fE4srR0kGj9CXYFxhGM0fkRLFF7IZDLo6QweDHoi+PkMEfzCnAceeAAAMHTo0FquCaE+MGXKFACwS6PoDWZZmGj8CHUF1rmD/pcIC+GFXC6HnqJgAdg/HW2vSZ6ld4jgF4ZcuXKF/X/fvn1x+fJlPPHEE7VXIUK9YcGCBWyCe1+JpLN3EI0foa7AaPy0PB74fH7QaS4JNYtcLofObG/ld1Yuh1AoJGHIfIAIfmFIWloaevbsCQCIj49HkyZNiNExocbwN14kE9KFCH6EugKjFSoxmyGXy8n4GWbI5XLoLBYYAfbvuEaDQYMGEY2fDxDBL0wZNmwYACDWx0C6BEJtwczAyVIvoa7A9MmbOl1I85sTaga5QuGk8cstLUVGRkYt1Si8IIJfmPL666+jsLCQfEwJdR6i8SPUNZg+ebmgAAnx8bVcG4K/yGQy6Ewm1qP3dJs2OHfpElmy9xEi+IUpfD4fDRo0qO1qEAheYbQr9S3FIqHuwvTJ6zduICkpqZZrQ/AXuVwOncnE/v6aFvhIUgPfIJk7CARCtcJoV0jIIUJdgRsPNZEIfmGHXC6H3mQC42bGCIFWhxAvBNcQjR+BQKhWGO2KWq2u5ZoQCDa4zhzuguIT6i5yuRw6o5H9XUxPKv2NOFBfIYIfgUCoVgYPHoyIiAgSa5JQp9ixYwcAQEAHcSaED3K5HDq9nvXoPZ+TA4Bo/HyFLPUSCIRqJSkpCeXl5bVdDQLBjv79++O3335jQ2MRwge5XA6tXm/7ERMDlJQAAInh5yNE8CMQCARCvWTkyJG1XQVCAMjlcmi1WpgAlCYnAyUleOihh/DWW2/VdtXCArLUSyAQCAQCIWyQy+WwWq0wi8W4QTuPzZ8/nwRv9hGi8SMQCAQCgRA2MIkLNvTogQg+HzExMYiLi6vlWoUPYaPxGzVqFBo1agSpVIqkpCT873//Q35+fm1Xi0AgEAgEQg3CCH6r9+zBOZ0O7dq2JWn3/CBsBL/+/fvjp59+wrlz5/Dzzz/j0qVLGD9+fG1Xi0AgEAgEQg0SGRnJ/v9sfj669+hRi7UJP8JmqXfGjBns/9PS0vDqq69izJgxMJlMJG0ZgUAgEAj1hJYtWyIlJQWRcjmu37pFctb7Sdho/LiUlJTg22+/Rc+ePYnQRyAQCARCPWPmzJk4df48ysrKoFAoars6YUXYaPwA4JVXXsHSpUuh1WrRo0cPbNy40ePxBoPBLncfkznAZDLBxMnzR6gemDYmbV39kLauWUh71yykvWuWcGjvhg0bsv/Py8ur03X1Rija259zeVQtZk5/9dVXMX/+fI/HnDlzBi1btgQAFBUVoaSkBFevXsXs2bMRGRmJjRs3ujXqfPvttzF79myn7d999x1x+yYQCAQCIUw5duwYZs2aBQBYvHgxGjduXLsVqmW0Wi3uu+8+lJeXew1kXauCX2FhIYqLiz0e07RpU4jFYqfteXl5SE1Nxb59+3DHHXe4PNeVxi81NRU3btwgNgE1gMlkwrZt2zBo0CCyJF/NkLauWUh71yykvWuWcGjvI0eOoAft1GHk5O0NR0LR3mq1Gg0aNPBJ8KvVpd64uLiAY+8wOfm4gp0jEokEEonEabtIJKqznfl2hLR3zUHaumYh7V2zkPauWepye3Pt+upqHf0lmPb257ywcO44cOAAli5diuzsbFy9ehU7duzA5MmTkZ6e7lbbRyAQCAQC4fakZcuWePrpp1FQUFDbVQk7wkLwk8vl+OWXXzBgwABkZGRg2rRpaNeuHXbv3u1So0cgEAgEAuH2RSgU4pNPPkF8fHxtVyXsCAuv3rZt22LHjh21XQ0CgUAgEAiEsCYsNH4EAoFAIBAIhOAhgh+BQCAQCARCPYEIfgQCgUAgEAj1BCL4EQgEAoFAINQTiOBHIBAIBAKBUE8ggh+BQCAQCARCPYEIfgQCgUAgEAj1hLCI4xcqmLTEFRUVt02Kl7qMyWSCVquFWq0m7V3NkLauWUh71yykvWsW0t41SyjaW61WA6iSczxRrwS/4uJiAECTJk1quSYEAoFAIBAIoaWiogKRkZEej6lXgl9MTAwAIDc312vDEIJHrVYjNTUV165dQ0RERG1X57aGtHXNQtq7ZiHtXbOQ9q5ZQtHeFEWhoqICDRs29HpsvRL8+HybSWNkZCTpzDVIREQEae8agrR1zULau2Yh7V2zkPauWYJtb18VWsS5g0AgEAgEAqGeQAQ/AoFAIBAIhHpCvRL8JBIJZs2aBYlEUttVqReQ9q45SFvXLKS9axbS3jULae+apabbm0f54vtLIBAIBAKBQAh76pXGj0AgEAgEAqE+QwQ/AoFAIBAIhHoCEfwIBAKBQCAQ6glE8CMQCAQCgUCoJxDBj0AgEAgEAqGeQAQ/AoFAIBAIhHoCEfwIBAKBQCAQ6glE8CMQCAQCgUCoJxDBj0AgEAgEAqGeQAQ/AoFAIBAIhHoCEfwIBAKBQCAQ6glE8CMQCAQCgUCoJxDBj0AgEAgEAqGeQAQ/AqEe0bhxYzz00EM1cq2HHnoIjRs3ttvG4/Hw9ttv18j1Gd5++23weLwavWZdZNeuXeDxeNi1a1dtVyXs6NevH/r161fb1SAQQgIR/AiEIDlx4gTGjx+PtLQ0SKVSJCcnY9CgQfjkk0/sjnv//feRlZVVO5Uk+Mzff/+NiRMnIjk5GWKxGJGRkejevTveeecdFBQU1Hb1wora6PM8Hg9PP/10jV6TQAgnhLVdAQIhnNm3bx/69++PRo0a4dFHH0ViYiKuXbuGf//9Fx9//DGeeeYZ9tj3338f48ePx5gxY2qvwrWMTqeDUFh3h5233noLc+bMQdOmTfHQQw+hadOm0Ov1OHz4MBYtWoQ1a9bg0qVLtV3NsIH0eQKh7lF3R2ACIQx47733EBkZif/++w9RUVF2+27dulU7laoh9Ho9xGIx+HzfFw6kUmk11ig4fvzxR8yZMwcTJ07E2rVrIRaL7fZ/9NFH+OijjzyWQVEU9Ho9ZDJZdVa1XhNIvyMQCFWQN4dACIJLly4hMzPTSegDgPj4ePb/PB4PGo0Ga9asAY/HA4/HY23trl69iqeeegoZGRmQyWSIjY3FhAkTcOXKFbvyVq9eDR6Ph3/++QczZ85EXFwcFAoFxo4di8LCQrtjKYrCu+++i5SUFMjlcvTv3x+nTp1yqmNJSQlefPFFtG3bFkqlEhERERg2bBiOHTtmdxxjH/bDDz/g//7v/5CcnAy5XA61Wg0AyMrKQps2bSCVStGmTRts2LDBZXtxbfyuXLnCtoWrPy4HDhzA0KFDERkZCblcjr59++Kff/5xKn/v3r3o2rUrpFIp0tPT8fnnn7ushyveeustNGjQAF9++aWT0AcAkZGRTvaJjRs3xt13342tW7eiS5cukMlk7DUvX76MCRMmICYmBnK5HD169MCmTZvszmeeqeOzdmWP169fP7Rp0wanT59G//79IZfLkZycjAULFjjVNS8vD2PGjIFCoUB8fDxmzJgBg8Fgd8ySJUsgEAhQVlbGblu0aBF4PB5mzpzJbrNYLFCpVHjllVfYbQsXLkTPnj0RGxsLmUyGzp07Y/369Xble+rzAHD9+nU8/PDDSEhIgEQiQWZmJr766iuX7eCu3/kCU8ZPP/2E9957DykpKZBKpRgwYAAuXrzodPyKFSuQnp4OmUyGbt264e+//3ZZrsFgwKxZs9CsWTNIJBKkpqbi5ZdftmvnKVOmQCqV4syZM3bnDhkyBNHR0cjPz/f5PgiEUEE0fgRCEKSlpWH//v04efIk2rRp4/a4tWvX4pFHHkG3bt3w2GOPAQDS09MBAP/99x/27duHSZMmISUlBVeuXMGyZcvQr18/nD59GnK53K6sZ555BtHR0Zg1axauXLmCxYsX4+mnn8aPP/7IHvPWW2/h3XffxfDhwzF8+HAcOXIEgwcPhtFotCvr8uXLyMrKwoQJE9CkSRMUFBTg888/R9++fXH69Gk0bNjQ7vg5c+ZALBbjxRdfhMFggFgsxp9//olx48ahdevWmDt3LoqLizF16lSkpKR4bLu4uDisXbvWbpvJZMKMGTPsBK8dO3Zg2LBh6Ny5M2bNmgU+n49Vq1bhrrvuwt9//41u3boBsNlaDh48GHFxcXj77bdhNpsxa9YsJCQkeKwHAJw/fx7nz5/HI488AqVS6fV4LufOncPkyZPx+OOP49FHH0VGRgYKCgrQs2dPaLVaPPvss4iNjcWaNWswatQorF+/HmPHjvXrGgylpaUYOnQo7rnnHkycOBHr16/HK6+8grZt22LYsGEAbMvpAwYMQG5uLp599lk0bNgQa9euxY4dO+zK6t27N6xWK/bu3Yu7774bgM2+kc/n2wk7R48eRWVlJfr06cNu+/jjjzFq1Cjcf//9MBqN+OGHHzBhwgRs3LgRI0aMAOC5zxcUFKBHjx6sPV5cXBz++OMPTJs2DWq1Gs8//7xdXV31O3+ZN28e+Hw+XnzxRZSXl2PBggW4//77ceDAAfaYL7/8Eo8//jh69uyJ559/HpcvX8aoUaMQExOD1NRU9jir1YpRo0Zh7969eOyxx9CqVSucOHECH330Ec6fP8/aNX788cfYsWMHpkyZgv3790MgEODzzz/Hn3/+ibVr1zq9XwRCjUARCISA+fPPPymBQEAJBALqjjvuoF5++WVq69atlNFodDpWoVBQU6ZMcdqu1Wqdtu3fv58CQH399dfstlWrVlEAqIEDB1JWq5XdPmPGDEogEFBlZWUURVHUrVu3KLFYTI0YMcLuuNdff50CYFcHvV5PWSwWu2vn5ORQEomEeuedd9htO3fupABQTZs2dapvhw4dqKSkJPb6TLsAoNLS0uyOBUDNmjXL6X4ZnnrqKUogEFA7duygKIqirFYr1bx5c2rIkCF296LVaqkmTZpQgwYNYreNGTOGkkql1NWrV9ltp0+fpgQCAeVtqPv1118pANTixYvttlutVqqwsNDuz2QysfvT0tIoANSWLVvsznv++ecpANTff//NbquoqKCaNGlCNW7cmG1z5pnm5OTYnc+0986dO9ltffv2deoTBoOBSkxMpMaNG8duW7x4MQWA+umnn9htGo2GatasmV2ZFouFioiIoF5++WX2XmNjY6kJEyZQAoGAqqiooCiKoj788EOKz+dTpaWlbHmOfcBoNFJt2rSh7rrrLrvt7vr8tGnTqKSkJKqoqMhu+6RJk6jIyEi2fE/9zh0AqOnTp7O/mTJatWpFGQwGdvvHH39MAaBOnDjB3kN8fDzVoUMHu+NWrFhBAaD69u3Lblu7di3F5/Ptni9FUdTy5cspANQ///zDbtu6dSsFgHr33Xepy5cvU0qlkhozZoxP90IgVAdkqZdACIJBgwZh//79GDVqFI4dO4YFCxZgyJAhSE5Oxm+//eZTGVx7MJPJhOLiYjRr1gxRUVE4cuSI0/GPPfaY3VJo7969YbFYcPXqVQDA9u3bYTQa8cwzz9gd56hFAQCJRMLaSlksFhQXF0OpVCIjI8PltadMmWJX3xs3biA7OxtTpkxBZGSkXbu0bt3ap/tn+Prrr/HZZ59hwYIF6N+/PwAgOzsbFy5cwH333Yfi4mIUFRWhqKgIGo0GAwYMwJ49e2C1WmGxWLB161aMGTMGjRo1Ysts1aoVhgwZ4vXazNKho7avvLwccXFxdn/Z2dl2xzRp0sTpGps3b0a3bt3Qq1cvdptSqcRjjz2GK1eu4PTp0361DbeMBx54gP0tFovRrVs3XL582e7aSUlJGD9+PLtNLpezWjcGPp+Pnj17Ys+ePQCAM2fOoLi4GK+++iooisL+/fsB2LSAbdq0sTNn4PaB0tJSlJeXo3fv3i77jCMUReHnn3/GyJEjQVEU+0yLioowZMgQlJeXO5Xj2O8CYerUqXaawt69ewMA23aHDh3CrVu38MQTT9gd99BDD9n1bQBYt24dWrVqhZYtW9rV/6677gIA7Ny5kz128ODBePzxx/HOO+/gnnvugVQq9csEgUAINUTwIxCCpGvXrvjll19QWlqKgwcP4rXXXkNFRQXGjx/v0wdep9PhrbfeQmpqKiQSCRo0aIC4uDiUlZWhvLzc6XiuYAMA0dHRAGwfYACsANi8eXO74+Li4thjGaxWKz766CM0b97c7trHjx93ee0mTZrY/XZ3LQDIyMjweN9csrOz8cQTT2Dy5Ml29mUXLlwAYPvwOwpgK1euhMFgQHl5OQoLC6HT6QKuh0qlAgBUVlbabVcqldi2bRu2bduGl156yeW5jm0C2NrF1XVbtWrF7g+ElJQUJ/vH6Oho9tkzZTdr1szpOFf16d27Nw4fPgydToe///4bSUlJ6NSpE9q3b88u9+7du5cVkhg2btyIHj16QCqVIiYmBnFxcVi2bJnLPuNIYWEhysrKsGLFCqdnOnXqVADOjlGu2thfAn1vRCIRmjZtarftwoULOHXqlFP9W7Ro4bL+CxcuRExMDLKzs7FkyRI7+18CoaYhNn4EQogQi8Xo2rUrunbtihYtWmDq1KlYt24dZs2a5fG8Z555BqtWrcLzzz+PO+64A5GRkeDxeJg0aRKsVqvT8QKBwGU5FEX5Xef3338fb775Jh5++GHMmTMHMTEx4PP5eP75511euzq8VUtLSzFu3Di0aNECK1eutNvH1OGDDz5Ahw4dXJ6vVCqdHBf8pWXLlgCAkydP2m0XCoUYOHAgAJvDhCuCaRN3gaUtFovL7aF89gDQq1cvmEwm7N+/H3///Tcr4PXu3Rt///03zp49i8LCQjvB7++//8aoUaPQp08ffPbZZ0hKSoJIJMKqVavw3Xffeb0m80wfeOABTJkyxeUx7dq1s/sdin4XyrazWq1o27YtPvzwQ5f7ufaAgM1OkhEGT5w4gcmTJ/t9TQIhVBDBj0CoBrp06QLAthTK4O4jv379ekyZMgWLFi1it+n1ejtvS39IS0sDYNNKcDUVhYWFdpoh5tr9+/fHl19+abe9rKwMDRo08Otajpw7d87r+VarFffffz/Kysqwfft2J0cWxhkgIiKCFcBcERcXB5lMFnA9MjIy0Lx5c2RlZWHx4sVQKBRez/FEWlqay+uePXuW3Q9UaZ0cn3WgGkGm7JMnT4KiKLs+56o+3bp1g1gsxt9//42///6b1Wr26dMHX3zxBf766y/2N8PPP/8MqVSKrVu3QiKRsNtXrVrlVL6rPh8XFweVSgWLxeLxmdY03L7MLNkCNvOLnJwctG/fnt2Wnp6OY8eOYcCAAV6zwmg0GkydOhWtW7dGz549sWDBAowdOxZdu3atnhshELxAlnoJhCDYuXOnS43B5s2bAdgvrykUCpfCnEAgcCrjk08+cav18cbAgQMhEonwySef2JW7ePFin669bt06XL9+3adrJSUloUOHDlizZo3dMt+2bdt8WuaePXs2tm7diu+//97lcl7nzp2Rnp6OhQsXOi3DAmDD2AgEAgwZMgRZWVnIzc1l9585cwZbt2716V7efvttFBUV4dFHH4XJZHLa749maPjw4Th48CBrJwfYBIAVK1agcePGrP0jI9gydnaATdu3YsUKn6/l6tr5+fl24VW0Wq3LMqVSKbp27Yrvv/8eubm5dho/nU6HJUuWID09HUlJSew5AoEAPB7Prn9euXLFZYYOV31eIBBg3Lhx+Pnnn500rACcQhPVFF26dEFcXByWL19u5/2+evVqp3uYOHEirl+/ji+++MKpHJ1OB41Gw/5+5ZVXkJubizVr1uDDDz9E48aNMWXKlKC11ARCoBCNH4EQBM888wy0Wi3Gjh2Lli1bwmg0Yt++ffjxxx/RuHFj1mYJsAkx27dvx4cffoiGDRuiSZMm6N69O+6++26sXbsWkZGRaN26Nfbv34/t27cjNjY2oDrFxcXhxRdfxNy5c3H33Xdj+PDhOHr0KP744w8nLd7dd9+Nd955B1OnTkXPnj1x4sQJfPvtt042TZ6YO3cuRowYgV69euHhhx9GSUkJPvnkE2RmZroU1hhOnDiBOXPmoE+fPrh16xa++eYbu/0PPPAA+Hw+Vq5ciWHDhiEzMxNTp05FcnIyrl+/jp07dyIiIgK///47AJsQuWXLFvTu3RtPPfUUzGYzW4/jx497vY/77rsPJ0+exNy5c3Hw4EFMmjQJTZo0gUajwcmTJ/H9999DpVI52Um64tVXX8X333+PYcOG4dlnn0VMTAzWrFmDnJwc/Pzzz6xDTWZmJnr06IHXXnsNJSUliImJwQ8//ACz2ez1Gu549NFHsXTpUjz44IM4fPgwkpKSsHbtWidtKkPv3r0xb948REZGom3btgBsMSgzMjJw7tw5p9zOI0aMwIcffoihQ4fivvvuw61bt/Dpp5+iWbNmTu3srs/PmzcPO3fuRPfu3fHoo4+idevWKCkpwZEjR7B9+3aUlJQEfP+BIhKJ8O677+Lxxx/HXXfdhXvvvRc5OTlYtWqV0/vwv//9Dz/99BOeeOIJ7Ny5E3feeScsFgvOnj2Ln376iY3ruGPHDnz22WeYNWsWOnXqBMCmGe3Xrx/efPNNlzEYCYRqp3aciQmE24M//viDevjhh6mWLVtSSqWSEovFVLNmzahnnnmGKigosDv27NmzVJ8+fSiZTGYXVqW0tJSaOnUq1aBBA0qpVFJDhgyhzp49S6WlpdmFwmBCf/z333925boK/WGxWKjZs2dTSUlJlEwmo/r160edPHnSqUy9Xk+98MIL7HF33nkntX//fqpv37524SuYa6xbt85lO/z8889Uq1atKIlEQrVu3Zr65ZdfqClTpngM58KU6e6Py9GjR6l77rmHio2NpSQSCZWWlkZNnDiR+uuvv+yO2717N9W5c2dKLBZTTZs2pZYvX07NmjXLazgXLrt27aLGjx9PJSUlUSKRiIqIiKC6dOlCzZo1i7px44bdsWlpadSIESNclnPp0iVq/PjxVFRUFCWVSqlu3bpRGzdudHncwIEDKYlEQiUkJFCvv/46tW3bNpfhXDIzM53Od9XOV69epUaNGkXJ5XKqQYMG1HPPPUdt2bLFqUyKoqhNmzZRAKhhw4bZbX/kkUcoANSXX37pdM0vv/ySat68OSWRSKiWLVtSq1atctnO7vo8RVFUQUEBNX36dCo1NZUSiURUYmIiNWDAAGrFihXsMd76nSvgJpyLYxk5OTkUAGrVqlV22z/77DOqSZMmlEQiobp06ULt2bPH6X2gKFv4l/nz51OZmZmURCKhoqOjqc6dO1OzZ8+mysvLKbVaTaWlpVGdOnWyCwFEUbYQTHw+n9q/f7/P90UghAoeRQVoFUwgEAgEAoFACCuIjR+BQCAQCARCPYEIfgQCgUAgEAj1BCL4EQgEAoFAINQTiOBHIBAIBAKBUE8ggh+BQCAQCARCPYEIfgQCgUAgEAj1hHoVwNlqtSI/Px8qlcprmh0CgUAgEAiEcICiKFRUVKBhw4ZsgHh31CvBLz8/3yl5NoFAIBAIBMLtwLVr15CSkuLxmHol+KlUKgBATk4OYmJiark2tz8mkwl//vknBg8eDJFIVNvVua0hbV2zkPauWUh71yykvWuWULS3Wq1GamoqK+d4ol4JfszyrkqlQkRERC3X5vbHZDJBLpcjIiKCDB7VDGnrmoW0d81C2rtmIe1ds4SyvX0xYyPOHQQCgUAgEAj1BCL4EQgEAoFAINQTiOBHIBAIBAKBUE8ggh+BQCAQCARCPYEIfgQCgUAgEAj1BCL4EQgEAoFAINQTiOBHIBAIBAKBUE8IG8Fv2bJlaNeuHSIiIhAREYE77rgDf/zxR21Xi0AgEAgEAiFsCBvBLyUlBfPmzcPhw4dx6NAh3HXXXRg9ejROnTpV21UjEAgEAoFACAvCJnPHyJEj7X6/9957WLZsGf79919kZmbWUq0IBAKBQCAQwoewEfy4WCwWrFu3DhqNBnfccUdtV4dAIBAIBAIhLAgrwe/EiRO44447oNfroVQqsWHDBrRu3drt8QaDAQaDgf2tVqsB2PLimUymaq9vfYdpY9LW1Q9p65qFtHfNQtq7ZiHtXbOEor39OZdHURQV8JVqGKPRiNzcXJSXl2P9+vVYuXIldu/e7Vb4e/vttzF79myn7d999x3kcnl1V5dAIBAIBAKh2tFqtbjvvvtQXl6OiIgIj8eGleDnyMCBA5Geno7PP//c5X5XGr/U1FTcuHEDsbGxNVXNeovJZMK2bdswaNAgiESi2q7ObQ1p65qFtHfNQtq7ZiHtXbOEor3VajUaNGjgk+AXVku9jlitVjvBzhGJRAKJROK0XSQSkc5cg5D2rjlIW9cspL1rFtLeNQtp75olmPb257ywEfxee+01DBs2DI0aNUJFRQW+++477Nq1C1u3bq3tqhEIBAKBQCCEBWEj+N26dQsPPvggbty4gcjISLRr1w5bt27FoEGDartqBAKBQCAQCGFB2Ah+X375ZW1XgUAgEAgEAiGsCZvMHQQCgUAgEAiE4CCCH4FAIBAIBEI9gQh+BAKBQCAQCPUEIvgRCAQCgUAg1BOI4EcgEAgEAoFQTyCCH4FAIBAIBEI9gQh+BAKBQCAQCPUEIvgRCAQCgUAg1BOI4EcgEAgEAoFQTyCCH4FAIBAIBEI9gQh+BAKBQCAQCPUEIvgRCAQCgUAg1BOI4EcgEAgEAoFQTyCCH4FAIBAIBEI9gQh+BAKBQCAQCPUEIvgRCAQCgUAg1BOEtV0BAoFAIBAIhPqG2WxGTk4OTCYT8vPzceHCBYhEIr/KEIlEMJlMqKys9PkcIvgRCAQCgUAg1DCzZs3C+++/X+PXDRvBb+7cufjll19w9uxZyGQy9OzZE/Pnz0dGRkZtV41AIBAIBALBLwoLC9GiRQaUyv/DuHG5+PnnRjCbfbfAa9hwK7Zs+RrDhz+Dq1fb4dSpR306L2wEv927d2P69Ono2rUrzGYzXn/9dQwePBinT5+GQqGo7eoRCAQCgUAg+IzJZIJEEoUzZzojM1OFd99tAZ1O4PP50dEnAADl5c1w6lQnn88LG8Fvy5Ytdr9Xr16N+Ph4HD58GH369KmlWhEIBAKBQCD4j8lkAp/vn02fK6xW34VFIIwEP0fKy8sBADExMbVcEwKBQCAQCAT/MJlMEAhEAKT0FikAf4Q427EUJQYg8fmssBT8rFYrnn/+edx5551o06aN2+MMBgMMBgP7W61WA7A1tslkqvZ61neYNiZtXf2Qtq5ZSHvXLKS9axbS3jWD0WgEj8eHTGYBAPZfX+HxrAAAgYAHqdQCvd6388JS8Js+fTpOnjyJvXv3ejxu7ty5mD17ttP2nTt3Qi6XV1f1CA5s27attqtQbyBtXbOQ9q5ZSHvXLKS9q5fr16+Dx6Pw1VenAID911fWrcsFAPTpcxnTpytw332+ncejKIry60q1zNNPP41ff/0Ve/bsQZMmTTwe60rjl5qaihs3biA2Nra6q1rvMZlM2LZtGwYNGuR3bCKCf5C2rllIe9cspL1rFtLeNcPdd9+N8nIJLlz4BF99lY2HH+7gl3NH9+7LsGvX++jR4xtkZ3eCXt8a5eXliIiI8Hhe2Gj8KIrCM888gw0bNmDXrl1ehT4AkEgkkEic171FIhHpzDUIae+ag7R1zULau2Yh7V2zkPauXiwWK3g8CXQ6W2QSnU4Bnc53sYyibMeazWLo9b5HNwkbwW/69On47rvv8Ouvv0KlUuHmzZsAgMjISMhkslquHYFAIBAIBILvhMqr11/CRvBbtmwZAKBfv35221etWoWHHnqo5itEIBAIBAKBECA2wU8IQExvEcM/sYxZFuaW4Z2wEfzCzBSRQCAQCAQCwS1msxkSCdH4EQgEAoFAINz2mEwmSKXcGHwSAP4Igkx6NyGqYgF6hwh+BAKBQCAQ6hxFRUWIioqCUFj3RRWr1YolS5agrKzM53Py86+jZctgNH6Uw7++Ufdbk0AgEAgEQr3il19+wbhx4zBhwkT89NOPtV0dr5w7dw4zZsxAXFwcRCLfsmiIRBJYrd0gEvHp33yYzXwvZ1XB4/EAAAIBH0IhH2azb+cRwY9AIBAIBEKdIi8vDwBw7dq1Wq6Jb2i1WgBAXNxWXLjQ0efzbt0CZLJAM6TwHP71DSL4EQgEAoFAqFMwyRd0Ol0t18Q3mHoKhVIolf6dK6XN8xQKQOBHql7mWJEIUCoBX1eZfdcpEggEAoFAINQAejrxbLgJfkZjzcUV1mh6AQBKSjL8Oo9o/AgEAoFAINQpGI2fwaCv5Zr4BiOoCoWygDV+SiXgjx/L9et90aiRGRUVAigUaqLxIxAIBAKBEJ4QjZ9vUJQfa8M09V7jZzQaoVar0aBBg9quCoFAIBAIBISPjZ/RaEReXh5ycnIAAHy+jNXg+YpEYv9vIFgsvh9b7wW/+++/H+vXr4fFYgGfTxSghPrNjRs38Oyzz7KzbQC44447UFBQgP79+2PMmDG1VzkCgVBvYMagiooKFBUV1VnljFwuh4WWupRKJSyWms/E4S/1XvBbv349AKCyshIRERG1XBsCoXY5cOAA1q9fjzvvHAaKEqGk5Dz++ecflJaWYvXq1SgvL6/tKhIIhHoAo/EDgKNHj2LQoEG1WBv3MELf+PGrUVLSC6Wl/pchptPsKhQ2D93A6uH7sfVexSWiW7mioqKWa0Ig1D5qtRoAYDJlQaf7Fc2bP4pSeiRj9hEIBEJ1o9fr0apVJwA2xUxdp7i4N0pL02u7Gj5R7zV+EokEJpMJarUaycnJtV0dAqFWUavVkEqlEAjEEAgAodBP9zQCgUAIATqdHkqlbXk3HAQ/Pl/pt20fA6Pxk0qBQC3OfM3aARCNH8R0ixONH4FgE/zsTR6I4EcgEGoeg8EAqTQCQqEwLAQ/ozF8xkqi8aPdaMgyFoFgew+Uygg2DpVIZD+Y3bhxA0lJSbVQMwKBUJ/Q6/UQieIhkUiwa9cuPPnkk7VdJSc+++wz9v8Sif/evAyMXZ9CUaX98xei8fMDovEjEKpQq9VQKKo0flZrmp23+6uvvlob1SIQCPUMg8EAgUACiqLw008/wWq11naVnPjjjz8AAKNH/x94PP/y5dYmRONHa/yI4Ecg2AQ/mUzFavwslva4555yUJQAubkjUFRUVLsVJBAI9QK9Xo+4OCnGjv0U3347FQaDATJZzQZH9oZOp8Ndd00Anz/H72wdXBiNn1IJmEyBleHPefVe48dAlnoJBKC8vBxSqX1YI4tFCatVhujoVJSVkXAuBAKh+mE0fjyeCgDsYovWFbRaHUQieW1Xw2/CSuO3Z88efPDBBzh8+DBu3LiBDRs2BBRQ9uOPP8brr7+OzZs349atWwCA3377DUajEeXl5ejTpw8GDBgQ4toTCHWThQsXIjs7G+np6Th58iRatLjTpa2KxRKJ/HwyQSIQCNWPwaCHSCSFUCilfxu8nFHz6HQ6NGgQuG0fA5OfVyIBBP5nYAPg33lhJfhpNBq0b98eDz/8MO65556Ay5kzZw769++P6dOng8fjQS6XY+fOndi2bRsAoFOnzjh8+FCoqk0g1FlKS0vx0ksvAQAaNkwGn89HQkIfl4bCQqEcJ0+eQHFxMWJjY2u4pgQCoT6h1+tpjZ9NqkpKSsLq1asxZcqUWq5ZFXq9DkJh3Vp+9oWwEvyGDRuGYcOGhaSs4uJiaDQajB37NiSSmThwoCuOHz8EhUKBkpLikFyDQKjraDQa9v8jRlyBpyFBpeoDYD6uXLlCBD8CgVCt2MxOIiGRVKnTDh8+XKcEP51OB4lEFpR9H1Cl8VMq/fPO5WI0+n5svbXxKykpgU6nA59vk9bFYtu/aWnNUFJSUptVIxBqDK1Wy/nleR7I57cCADaTB4FAIFQHBoMBOp0OIlE0gCrBr7i4billdDqi8atzGAwGO7sAxoEjKioa+fn5MJvNEInEUChMEIls3r2JiU1w+vQxaLVaNp0bITBMtJuRKVA3pduYP//8E2+9NQuffroUnTt3Drq8QNuam3tXofB8Lo9nm9bu3bsXAoEAqampSEtL87Omtwekb/vPvn378Pzzz+OBBx7As88+6/IY2yrMPZg5cwaGDh3Kbg+kva1WK8aPH4+NGzeiU6dOWL58OTp06BDUPbijvLwcJ06cgEwmQ6dOncIqtIcrHNv7/PnzmDr1YURGRiIrawMbBi2UXLlyBfn5+ejcuTNrey+VqiASVRmvFRYW1al3ziacir2Ond4QCGzny+Umv3LuchEKfa/DbS34zZ07F7Nnz3baLpVKsH//fgBAZORZ9Oq1GQkJA5CQoERaWhp27ADWrVuHqKioGq7x7QljO0moYu3atThy5DC++OILFBQUhKxcf9v6zJkz7P/79dvs8Vir1YrPP5ez71SDBg2wcuVK/yt5G0H6tu/88ssvyM7OhtVqRbNmzVwec/nyZezatRNFRYUu47b5096VlZXYuHEjAODIkSNYs2YN8vPzA6u8Fz799FO2bu+//z5at25dLdepaZh72rlzJ/777yAA4JtvvkFiYmLIrzV16lSUlpZi6tSpENCeCs2aXUVUVNXkNCfnMjZv9jxO1SQ2BdElr2Onr/TuHfh4otVqsWyZb8fe1oLfa6+9hpkzZ7K/1Wo1UlNTER+fDCG9qG4298ShQ8MBDEebNoDB8A+Aj9GxY0e0atWqdip+m2AymbBt2zYMGjSIaE8dYAbUuLg4DB8+POjyAm1rZub++usncOhQhtfjn3/+EqzWYty6tQ5r1ryLoUOH2gV4ri+Qvu0/R48eBQDI5Qq3fX7Hjh0AgMjISLtjAmnvq1ev2v1u0aJFSN41VyxbthwdOnRGdvbhar1OTeHY3ufPn2f3tWvXDl26dAnp9cxmM2tCEhkZiYiICMjlchQXT0dxMfD66wNw4cICHDy4sc60rdlshsVigUjUlZYhAofPN6FTp204cmQQrNbAxhODwfeIC7e14CeRSNgAzVyUymh2EOLzVbBYqhqaz48HYAtxMWnSpDrTycIZkUhEPo4O6HQ6ADYBsH379pg8eTIAICcnB1999RUee+wxpKam2p2zdu1apKamol+/fm7L9betjbRFMI+XYPceuCcRPF4ilMozsFgs0Gq1iI6O9vl6txukb/sOs0Sn07k2o7FYLKw2+cCBAy6P8ae97e1XQZv2VM+zKi4uRmJiCwCHYTQab5s+wbR3SUkJhEIhzGYzli1bho8++iikDl5cu+HS0lKYzWakpaVzxqRUREamoaSkuM60LRNXUCBQ+jh2esdqFQVclj/nhdVUvbKyEtnZ2cjOzgZg+0hmZ2cjNzfXr3IyMu6CTKZA69btoFRmQCoF568xOnbsjt9++w2vvfZaSOpNURS6d++OhIQEdkZLqN8w3rS5ubmYPn06u/3rr7/Gu+++i++//97ueIqi8OCDD2LQoEEhrQfzcZRK5Q7vgec/uTwOALBly5aQ1odw+8J8KB0FMoYzZ86wJjhms9nO4zwQGJtuqdS3OHC//fYb4uLi0LhxY7/ML9RqNQ4d+g9RUbblT3f3F84UFRWhVau26N69D9auXYtNmzYFXFZ+fj7S0tIQHx+Pr776CmlpaXj88ccBANHR0VizZg0OHz6MqKgGdmOOQhGLiooKdrJa2zD9WSyW+TV2uvpj9FMSSfBl+EJQgt/FixexdetWVntBUVQwxXnl0KFD6NixIzp27AgAmDlzJjp27Ii33nrLr3IaNnwMU6ZcwL33HoNAYK9V4fPlGDPmX4wdO4M1MA0Wk8mEgwcP4tatW/jvv/9CUiYhvKmsrMRdd43C5MkLUFpayg5mTJ9z7HvMR9AcqK+/G5iPlNXqn2eaRHIHANvki0DwBW+CH9Pnn3rKlvi+sLAwqOsxgt/zz19Ew4bJXgW/Q4cOoaioCFevXsXZs2d9vs6NGzcAAImJXSCTyW5Lwa+wsBAxMUkYPnw3IiIigvo2Xrp0Cbm5uSgsLMTq1auRm5uLrKwsAMDDD68CAOzfvx+RkXF254nFNg1jXYm6wcg9AkE98eotLi7Gvffeix07doDH4+HChQto2rQppk2bhujoaCxatCjU9QQA9OvXLyTCpULhXTqOiIhHYWEhXnzxRUyZMgVt27YN+HrcgSDYwYxwe6DRaKBQJEGlsg1ub731Ft599123gp/j72vXruGTTz4BRVF47LHH0Lhx44DqodVqIZVKoVT6OwcUo0WLVqQ/e4CiKCxcuBAlJSV48cUX603swytXruC///7DhAkT7LYzgt/169dhMBiczHCYPh4XlwnA5gUcaL8GqgS/yMhIiMUSrym/1Go1kpIa4saNfL/6NTNpi45Oh1wuD1pTWdegKAq///47Ro78H5RKIDY2DuvWrUNxcTFmzpyJuLg474VwqKysBGBzDjt9+jS7PTOzHZKSqjy5IyIaOMTHs70/tmX10DuX+IPJZMKHH34IAJBKg4/jxziBKxRAoCKO0A9pLiCN34wZMyAUCpGbmwu5vCpP3b333nvbLP3ExfVEy5Zt8Omnn2L58uVBlcXMDADg888/D7ZqhGrgpZdewoMPPlhj16us1EAqVSAioiMyM9tg/vz5OH78OJsL11HQc4ydt27dOixatAgff/wxVq1aFXA9bAKoIqBzY2LisXjxYvz1118BX/92Jj8/Hy+//DLmzZtXpzwRq5sRI0Zg4sSJTtu5Grd///3XaX9paSkEAgGUyk4AbMF6g6G8vBw8Hg8ikQISidSrxq+8vByJiY0AAGvWrPF47MiRo5CamoqcnByOnawYCoUS7733Hr777rug6l6XKCkpgdVqhVxus+Xt1WscysrUmDdvXkDfe0YwTklpYheXLzo6Hjxe1WRALo+xO08obADAtuxc2xw/fhwff/wx2rRpC7m8RW1Xx28C0vj9+eef2Lp1K1JSUuy2N2/e3MmTqi6iUMBrbj2lsj2efTYb33wzOOhwG4zGr3Hjprh6NQcURYV9nKfbjYULFwKw2djVBFqtBjKZAtHRyXjssc147rlGKCgogMlk+4g49jlmlgzYPqA3b95EWloTxMQ0CKp/arVayGTygGaso0fPxb//9sT+/ftJbmsX3Lx5k/1/KEP21HUqKioA2PqsktOx9Ho9One+A4cP77drG4bKykqoVCpERCjRvXvvoE1t1Go1IiIioFLxIJFIfBD81FAqI9G8eQarLXTHxo2/A7AJAAkJCQAAhUKMadM+wxdfPI49e/bgvvvuC6r+dQWm3Vq2HAylEujVaz7uvHMenniC71WL6gpG8Lv33o/Qo8cuGAyVkEiUaNx4oN041LRpL7vfUqnN8TJUJljBwIzHDz/8MxSKhKDLY8QBpTJwjZ8/uXoD0vhpNBo7TR9DSUmJSy/acCY6OgE///wzLIFGVUSVxu/OO0eDoijWJoRQ92A+WgwvvPBCtWixNRoNxGKbpk0ksg1oY8eOZWez2dnZdlo+ruBXWVmJ1atXo0GDBERHJ+Crr77C9u3b/a7Dm2++hTlz5kAqDcxGJSbmDmRmtnP5ESdUCX5yudyrBqmuM2vWLJ/v4dq1awCq7n/q1IcxderD0On0iIqKg0wmcyv4KRS2L31MTAK++eaboN49tVoNlSoCACASeV/qLS8vh0IRie7dh+PUqVMe7WmZ79/p06c5Gj8REhOHo1mzNigoKEBFRQX69++Prl27omvXrhg1anTIbXRrAkbwEwiqgjbzeDxIpdKABD8maHxMzJ3o2PEN9OgxFx07voHo6O4AgIwMWwzE6Gj7wPYCQRTEYnGdmEQx47FQGOQaby0RkODXu3dvO80Ij8eD1WrFggUL0L9//5BVrrrwx3OmUSObvUkwwhqj8UtKssVJC0WmBkL10KRJE7vAsR9++GHI8kNz0WhsGj+bt5oEo0c/AIPBgFOnTiE11bbcdPz4cfZ4ruBXUVGBwsJCNGzYFIMGPQ8A2Lp1q991ePfdOQCA6OjYgD3JYmMTiODnhps3b4LH46FDh251YnkqGN555x089NBDXo/j2mDfvHkTFEVh9epVWL16FbRaDaRSGRISEj0KflIpcNddtswegUxoGPR6PaRSm8dlRES0V6cAtVoNhSICDRqkori4GNOmTXN7LKMIeP3113HwoC2wsVQqhlRqW7K8desWXn75ZezatQsJCU0RG5uI33//rdoCSFcnjGArkYgd3v/ABL9vv/0WfD7f7ZjSsWMfAIBSGWO3XSbjIT6+bow3zHgslyuD9ugNlVevt1VMLgEJfgsWLMCKFSswbNgwGI1GvPzyy2jTpg327NmD+fPnB1JknaVZsyEAbAbLgcJo/Bo16o+xYx/EzZs3g9IgEkJPeno6AJvh8F9//QWj0VitRtpcjR8ADBr0Jvv/bt1sy6bnz5/HuXPncPjwYZw6dYrdz4QE6thxDBIT+6Nnz344efJkwHWJiQl8qSImJrFOzMDrIjdv3kSDBg1w550TcfPmzTqxRFXdcMe1PXv22AkGV65cgUgkRVxcIk6cOOF07uXLlyGX2zQo8fG90b59ZycNvD+YzWY2UH9sbEOvQpdabdP4tWv3BFq0aIlz5865PI6iKBiNRkyc+AgAsPfC59s0YnJ5JNRqNa5fv46WLTMxceKPGD78XQDBKRBqC0bw4/PtV/OkUllAgp9EIkG3br3c7h8y5GN8+ukll4Hh4+JcTxr85datW8jNzQ147KrS+DmvfIYDAQl+bdq0wfnz59GrVy+MHj0aGo0G99xzD44ePcp+QG8XFAqb9mXt2rUBl8Fo/IRCBTp1Gg/A5sXJuLATah+TyYRevWwC1+DBg/HRRx/ZDdLe7IP8vZZOp4NUqmK3iURV/1epYiGXy/HYY4+hZcuW6NKlC+bMmcPuZzQRUVFNAQAymQJ//fVXwJOJuLhGAZ0HANHRidi7dy9effVVzJs3r07MxusKt27dQlxcAqKjbWPiXXfdVcs1qn6478kbb7yBY8eOsb9tgp8EEokcmzZtstMOnjp1CllZWcjOPsRuUyhUQQt+AoFN8IuOTsKNGzfw7bff4vfff3d5vFqthlQaAYFAhj597sGBAwdcLs1aLBZQFIVmzXpCLpezq1+M4CeTqXDt2jX8/vvvaNOmBwBAKrV5oYbjJIkR/LhLvYBN48d1XPRGXl4e5s6di7///htpaS3dHsfni6FUNnW5LzY2MagYggDw448/IiEhAWlpaW5TB3pDo9FAKpWCx/PDsK4O4bdzh8lkwtChQ7F8+XK88cYb1VGnakehAFyYKLohFm3atEdZWVnA12NeDpVKBrm8PdLSGmPJkiUQCoUYM2ZMwOUSQkdpaSmGDeuOgoI8XLhwDpcuXbIT/G7cuBFUaAkuzOAfE5PIGi+LxVW2IhKJBImJSbh8+RIAYNCg4Rg37j0oFIkwmTQwGisgEskRGdkcPB5w111T8Ndfm1jbGV9JSkpCly59MGrUAr8Mg7m0bNkLwAespp/H4+GVV14JrLDbjPLycqhUkWjRYhAmTpyGTZt+qO0qVTuM4Dd27APYsOEbp5USqVSKAQP+h717/0JpaSliYmyem5cuXWKPYd4JuVwZEo2fUgk0aJCEvLw8PPDAAwBcx5y1OYNEQqkEkpJswvp///2HO+64w+44RhCSyezfU5VKDLEYUCiU7LvYpk0fKJWAVBrJXiPcYJ6pQiG2c7aQSPxb6l25ciWbmSUv73xADmXR0Q1w8+ZNVFRUQKVSeT/BBUyQcMCmubNarX6nnWSywAQbxsWRYMrz5xb81viJRCI726P6QEZGe1y/fj3g8xmNn0gkh0rVCB9+mINnn/0AarW62oNeE7xTWVmJiooKJCdnYt68sxg8eBRWr15tJ/jl5eWF5Fq7d+9mU7FFRCSz24VCBef/YsTHJ7G/Y2OTERfXAXJ5IiIj0xEX1wFRUS1Yz/CYGNus9dChKm2JL5hMJjRp0g4CQeAOWc2ajcLQoWPY3+Fow1RdVFRUQC5XgcfjoU2b/tBoNGjevDkuXLhQ21ULmF9++cXjfkYoSk+3hWRhlrcZZwixWIq4OFv4C+6YytioCjnByBQKFTZu3BhwuCCbxs82o4mIaGi3z1GDbzKZaA93mzNIy5ZjALjuz1wNWHR0VWxGRuPHaPITEhLQtu2D9LESCIXCsBT83Gn8xGIJPvroI7dL4o7k5+cjJcU29mk0gQn0vXpNARDckvnOnTvtfgcSi9RisbB9KxwJaKn3gQcewJdffhnqutQY/hpQxsUlBy348Xg8KJUStkyFQgWr1eqXqry+c+edd+K5554LebnM4B4b2xBSKZCWlgGTyWSnrQjm+XPhxnNLTGzF9ge5nM8GQpVIJBg79jkMHToGd9zRG0OHPuexfzZsaHNA8jd1oclkgljsaLDt/198vC2sU0REBJYsWRIyITncUavVUCpVkEqB5s1tBusXL170KjwFSlZWFpRKJS5fvlwt5QPwGp+OEahUqigAVVkWWrWyBcAXCgWIjbVNeLhCFaMFX7HiENuvBgyYCgBYv359QHVllnpt7d8bEydORXq6bZKkVCrtcl4zmkWlMhJSKRAZGQ25XI6JEyciOjraLkwZIwhJpfaCkEwmglRqKwMAEhKS7BwTVKrglq5rC66Gk/ve33PP0wCAvXv3+lTOF198gfR0m4NjYmJqgM5kNgE+mPHYUUsZSFmM4BcKx47acO4IKI6f2WxmQ0h07tzZKQAsE9H6diE21ib4BaISBmxLvTKZzC52n0RimxXatALhaSBa0+zbtw/79u3Dxx9/HNJymQ9QZKTtg9S582h88cUHWLx4MQBAoVCETPDjCvpCof2HY8SI+7B69ccQCsVo02Y82rQZ71OZQqEYffoMtAuG6gsmkwlCYfDJxUeOfAstW94BqTQCM2eOxKlTp5xifNYX8vLysH37dpSVlWH79u2YNMlmjxkRUZUa8sCBA9Vy7e3bt0Oj0eDSpUto2tS1jVSgyGQy6HQ6r162jOAnk9kvbQ4cOAmHDx+ARlMGudxm77Z06VIMHDgQAoEAOp0OQ4eOQUJCe7as9PRBGDhwRMATCa5zh0wWiylTvsIDD5hw9Og3OHlyOzZs+Ikd05mlWUbjx+PxMG9eFnJzj2Dhwldx8uRJpKWlAagShIRCMbti83//9ymrAcrMHIO33lqBRo062tVHpYoIS8HPVTgXAOjWbRoUiud8uicmUkJGRidMnvw24uPbBFQXhcK2EhLoykJBQQHOnz9vty0vLw+dOnXyq5xw1/gFJPidPHmSbSjHRgyHwMQKhX9r6QkJyTCZTCgqKkJ8fLzf19NqtZDL7YPkRkbaBD+1Ws0GACW4hxtiJZRcvXqVnajExdlm6KmpGYiIiGCXExo2DE7jy4Ur+Dn2QWZ5V6n0P6ByQkJDHD/un0BhNBohlYqDtlNRKuMQH38fTCbbB+LDDz/EkCFDgis0THnnnXfwxRdfsL9dBcfm2hiFEkYIcfchXr9+Pdq0aYOWLd0b1rvDaDQiOjoapaWlyMnJQZMmTdweBwBRUVEAqmK2NW9uE4Latu2JqCgxGjVKw8aNG7F//3706tULWq0WMTFRTm3VsGEqjh0LrL24Nn5ViNCv31RERUVj3brvUFhYiISEBBw9epSudyR7fPv2g5CZ2R8ffvg6Fi9eDKFQiCFDhrD3KJdXCUJ33jmZtRtXKlUYMOBRp/pERkb5PTmrCzAaMpVK4mQbHxER4XX5+o8//sCvv/4KAGjWrB1atboziNooIZfLsWDBAtx///1+n71gwQIAwKBBI7B79zYYjcaANX58Pj9kNn4UBZSV2b4JgYpQ/pwX0FLvzp073f4xoSZuJ6KjbZqgEydO2MVT8xVG48dFobAZNYd7fK+aorpywm7YsAGbNm3CyJHjIZXa3mKlsgF+/bUqeHJiYjLOnDkTkut5SuDOeCAyWgd/SEhI9svuhaIo+sMYvMaPQSSSIDW1Ef788896G67o6tWrGDFiLPt7wICHnI4pKiqqlokMI/i5+xBPmDAB3bp1g9Vq9cu22GKxwGKxYNKkxwB4Dm3FaIfkcpvGj1nCjYtrhl27rOjRw+ZcsXKlLQRKdnY2zGYzdDodJBLnQOLx8alsQGiGyspKn0Itcb16HYmIsJlVMIIYEw4pLq653XFCoRDjxj2AI0eO4N13bSFZuBq/55//FMOGjYZMFuW1PgkJoZtA1iRMf2JWqbgolSqvY/M777zDpioViQILFs8lM7Mdjh8/7jEuo7vv9NWrV9Gnz134v//biD//1CMlJSUg04hw1/gFJPhxycvLCzubHrncJln7+pecbFPxDxw4EImJiX4Lf9y0WMxfw4a2pbBwHAhqA65B/D///BOyCPi2/JyJePvtdXbPJyKi6tVITEzGH3/8wQZqDQZG46dQKJz6WVqa7aOTnNzIr/6pVALx8Q2hVqtZzYU3TCYTAEAqFfl9LU9/b7zxCQCETFAON/Lz85GQUOW007BhMqdP2QR6s9lcLTH9mEmFK8GPeX8qKiogEAjw6KPOGil3MMJco0Y2T9dly5Z5PValshkcMaE3IiLEUKl4bFvExqogFovxzDPPYOTIkezk2LE/JSWloKSkxO7eVCoVlEqlx0kUYPs4i0RCl/1UpbKprpj3UaPRoGnTdMTHRzkd++qra3DffY+xYzUj+CkUYmRmdsW772bZ3Zu7v4YNnYXYcKC8vBxKpRKRkQKne5JKpVi9erXH87nygUrl/Iz9/Zs507ZCs3HjRpw9e9bpejt27IBKpcKff/7ptC8/Px9JSSl0H+AhJqaBx/7sDpvGz7k9Av1jrOWY1chgyvCFgAQ/q9WKd955B5GRkUhLS0NaWhqioqIwZ86caluSq00iI+Px/ff7MWvWImg0Gr+DOdtittnPdGxRyaVhJzTXFj/++CP7/169egVs8O0IN62TOx57bB4A2AVRDhStVotu3e7Apk3OOa27dh2FrKwTyMjwfymkd+8JAGwppHyBEfwc7QyDJTnZZrw9Y8aMkJYbLtjSWSqxZUsOvv9+HyIjq8w4fvjhKJYssfXj6hAAGIHPVegpx4xK/jjnMeXGxCSiffuOHsMGMcfKZBF46qmX2O0CgbNm+cknbfu3bNkCrVbrNEYCQFyczTaSGSe5cfC85YX3pPETi23XYoRH23Nz/+WMj6+y8+Zq/PwhMTE1LMd7JuexK3r2HAiDweBWg2w2m+1WIiSS4O3ZExLSIRAIMGXKFLRr185J+8tcz9UkWKfTsUHCAaBv32HQaDR+r1BYrdb6p/F74403sHTpUsybNw9Hjx7F0aNH8f777+OTTz7Bm2++6b2AWiYQz5l27Xqgf3/bx3X69Ol+XY+x8eOWJ5PxkJycQjR+PmIwGNCiRQZ27cpFbGysXdyvYGAEP08eUg0bJiMmJgaPPPJI0EuYWq0WaWlNERfnOk1a8+ZtAvR2i4FMJsPjjz/u0+SrKg2TKGSeaVIp0LRpBkaNGheWgWp9ZeHChXjyySdd7jMYDJDJpEhNbYx27e6wa5u0tKbo0sUmgFWHAMAIXY5lm81ml+PMjBkz7X6vWbMGLVq0QN++fREZGYkmTZrgkUceZQW9yMhIdO/e26PQytQhKioCvXsPZ7crFM7e4+3b92D3Mxo/x2MaNqwS/C5duoTMzEz2HG/CM2Pj56qfqlQy9rqAbWlQqXSffispKQVGoxFFRUUcL1f/POKTklJQVFQUduHQPI2RHTv2hMlkcmu7WFBQAIvFgrS0xgAAoTD4MSYhIR67d1/Hp59+B5PJ5NQPmOfjSqtuNBrtIhl07NiTrac/hLtXb0CC35o1a7By5Uo8+eSTaNeuHdq1a4ennnoKX3zxhVe1bzjToEEKBg4cgr179zrNMiZNmoT4+HiXyyzuZrOJiUn46KOPqq2+txPl5eVo2DAFcXGpSEpqiP/7v/8LKqg2t1yl0nUg0I0bj+HHH/8GAIwZMwlWqzXolEsFBQWIjfXfQcgXevXqBaPR6JM9JDMoRkXFhbwerVt3xIkTJ/wOLxMuvPTSS241Znq9HmKx+7iISqXNtrc6jPyZsWflypWQSCSQSCSIiorCrl27AADDh48CYBPgOnbsiKysDXbnb9++HRcuXMCePXugVqtx5coVfP31GrZchSISSUmNcO3aNbcanirvWBWrrQNca8e6dh2Ofv1s2XKuX78OpdJZqxQbazOJycvLczIf8BawnOvV6wijeeJq/GQyTxo/W3ab77//PmCNX6dOtnsNJr1ibcAoLlyRkGBrF1dCOEVRaNvWFsZnyBBb3wuV82d0dAJatbIF1m7Xrh2WL1/O7mOcUVx9HxjBj4Hpo/5q4MPdxi8gr96SkhKXnmEtW7b0mgi7LuCvV28VPDz99BvYvn0rrl69itatW7N7mKXIixcvOrmG29TLzt59XbrcgX/++RsGgwESSeBBdOsDarUakZE2j7uHH34GM2c+hgsXLqBr165BlZufn4/U1CYu+0Pbtu3Y/z/wwJP46qvPkJubG3CoEoqicO3aNaSmNgqw/7nHYgGGDh2Kbdu2YcGCBVi0aJHH45mBrlGj1JDXZcCAuzFv3v/hxIkTaNQo8HRwdZ33338f169fx1NPPYXt27fj2rVrMBgMkMulHtpUAJVK5XeWFV9Qq9UYOnQE+vcfBgCwWEx4/fUZ2LhxIwDg8cdfxogR4zBo0L3IyvoSr7/+nN0HzJU222QysbatsbERSElJRWVlJX744QdMnjzZ6XhbthIVIiL4kEiq3pPISIELr0M+XnhhDnbt+os+JsJFu0kRFxeHa9euOU1oXNn4LVu2DDqdDjNnzqSzKzh69dJX5rvW+Ll7bu3adQAA5OTkoFWrVgBsdov+vDsKRTIEAkG1PPvqxPZ9ct2nGzWyCU6//PILOna0D1+j1+tRWlqKoUNH4LXXPkLfvkPQo0fvgL1WHVEqG2PFih/wwQdv4p9//sETTzzB1hdwbetqNBohkVQ9t8aNbeNTbm4uunfv7vO1mfcmVGMn8+oplQg4i5I/uSAC0vi1b98eS5cuddq+dOlStG/f3sUZtw8JCbaOPm3aNHa5kTtgPvzww7jrrrtw1113YfDgwTh16pRbjd+ddw4EUOXgsWrVKgwcOLDa4nyFK1arFVu2bGE1AgMG2LwmQ5EyMC8vj11O8gQzsw1Gi6XRaKDT6apN49eoUSMIhUI2C4InmAlaZGSslyP9Jz29DQQCQVgasvsCI8zm5ubik09sziyDBg3Cww8/7FXjB9g0btUl+HXs2A2TJk3HpEnTcf/9z0Mmk7FxL5s0aY27734QEokEsbEJMJvNdvVw5ynLhOJQKiPRqZMtEPVPP/3k8litVsvGdeVOZt1pelq0aM+m3nKnQUlOTkFeXh4r+D388OPg8XguBb+nnnoKL7zwAgBvGj/bePzHH38AsN27YzxaLnw+HwMGDMIPP/zAhiryV+PH4/Gq7dlXJ3q93q1iIjbWZsPqyjOWuc/7738cfD4fvXoND3m4tyFD7kW7dp3szBsYjZ+rdnbU+KlUUVAoFETj5wsLFizAiBEjsH37djaP4f79+3Ht2jW7zATVwaeffooPPvgAN2/eRPv27fHJJ5+gW7dufpXBrKMHQuPGjfD00zPw2WcfY8eOHUhPT2dVys2aNUNGRpUWMCvrZ2zduhWVlZVISWnsdM3U1Co1edOmTfHVV19h79696N69u1+zj9sdRjBu1qwFbeMRi/T0dOzbty/ossvKyhAdHe21P0ilEVAoFPjll18wadKkgK7FDETR0VEB9z93mM22dIpvvjkHixbN9Xo8MyuOiJAi9MpmAZKTk29bwS8lJQV9+vSHUMjD6tWr7TwLLRYLm+HAHREREVi2bBlmz54d0g9heXk5IiIi7K6dlJTEfpTj46NYbUt0dCR7DpMv15Xgl5KSgm3btgGwafyEQiGmTn0Uq1Z94TKgPbN6wdRBKBTCbDa7bQ+pVI4PP1yORx+9HxpNucvjUlJSsWHDBpSVleH++x/E3LnLsW7ddx6zHhkMBjsbP2cEaNCgAWvywAh+np7btGnPYN26Ndiw4WcAgFIp9vs9ZrxNX331Vf9OrAUoisKXX36JoqIiSKVSN/fKw913j3IpZDEat+joyJCPd1xSUxshO/sQ+5sZ27Zt24aSkhK2fwNVGr+q+vDQqFEj/Pjjj0hKSnKpxXYF18YvFDBBKiQSmx1kIND+ej4RkMavb9++OHfuHMaOHYuysjKUlZXhnnvuwblz59C7d+9AivSJH3/8ETNnzsSsWbNw5MgRtG/fHkOGDKmW0Aju4PP5ePPND5GUlIS1a9fi2LFjbAf/4IPl+OST79i/pk2b4qeffsKBAwdceo4mJto0TR9++CFeeeUV1mv0/fffD+uUeKGGESAGDhwJwDZzfvXVd6DRaIKOhG+bzfr29sbHxwdln8MMjipVZMBleKNhw1So1WqvWgVmVsyd/YaSlJTwDF3hC4wGv02bNgCAr776ym6/t/7UrFkGioqKnILfB0peXh6GDh0KrVbrNM6MGDGGrpPETshk+iC3nzBhqqZNexy9evXGY489hfh4m0ZHoVCw2rNmzWye2648yI1GI0Siqj61Zs16DBs2wmP9e/cegrZt22H4cNeZauLjE1FSUgKr1cqGwZLL5R7DueTl5bFhSNwxYcJ92Lp1K/bv34/KykooFJ7X7QYMGIlPP62KLhBIDEylUlWtKfVCSX5+Pp588kls377doxY7IsK1FpPZ5sp2M5Q0bJiKS5cusWMzNw/z77//bnesY/8EgJEjxyEnJ8etw5YrmADO4UqAsiWQnJyM9957L5R18cqHH36IRx99FFOn2nI4Ll++HJs2bcJXX33l1wwqcBu/Ku65ZzxWrFiOpUuXsl6+DRrY26iMHn0Pli61LbNER0c6XVOplGPUqNE4ffoUTp8+jfj4eFAUhbKyMjzyyCN48MEHIRKFLsBuuMIsr6anV9mjNWlSpS3l2lr6A0VRtE2WxKf+8OijT+L1118O2CaTGQjj4pz7QrAwM0amXZYtW+bxnWCWb1Sq6sm0k5pa9wS/c+fOQSQSBZ3OzLacKUezZs3Qvn17J02ZUum5P82btwi//bYBubm5yMjICKougG0VhFneZ+KkMTCaPYnEvk7x8bbtO3bsQIcOHQDYtF7Tpz+DBQuWsMetXv0Fjhx5DFJplY3XhAkT8cYbL+KLL77As88+i/T0dPZ4g8EAqbTqWmPGjMaYMaM91l+pjMW//x5zu3/06LH46qsVAIBhw0ZAqfQu+K1duxanT5/G//431e2zGDRoMJYtW4L3338fGo0GKpXCh/eyankvKkrst7b8kUcex4wZz+Dq1atsCri6ysWLF9n/e7JbjYqKxHff7UVFRQW7bA9UaZBjYnxp18BhlE1Lly7F8uXLodfr0apVK9y6dQurVq3ClClT2GNNJhPkcnvbzFmz5iAzszWmTLkP27ZtQ2RkpN0q4qlTp5CdnY3Jkyezwl6obfyY8VupDFzj508kvYAusWrVKiiVSkyYMMFu+7p166DVau0aOlQYjUYcPnwYr732GruNz+dj4MCBblMgGQwGO+mf0cwdP34YkZFR7PaoqCg0btwEer0eZ886B57t0MFmtHr+/Dl2sLn33vvw77/7UFBQwHroXbt2BTxelYXl5Mn349atm1i16iuUl5fi6FH7AMCZmW3w3XfrcPnyJbZumzdvxPvvzwFgi1MVERHhFDdQKpWyBsauYhW1bNkSMpkMV69edXK2iY+PR3JyMioqKuxebMC2LMN4YZ04ccIpSHKzZs2gUqlw/fp1Jy1rTEwM0tLSoNPp2KUvk8mES5cu4b///mOdMM6cOeOUJLtx48aIjo5GQUGBUw5G5v5VKhUuXz7Hbi8rs7X5559/joULF+LChQtOgbVTUlIQFxeHkpISp5hfMpkM587Zyrtx47rTs2nZshWkUimuXMlhl/LFYpsQ/vXXX+Ohhx6CWq12CisjFovZkBPHjx+3s/88dMi2HKFQSJGXl+NkrB4bG4vU1EbQarU4f/6c3T4+n8camJ85c9quXzP3CgAike2Vfu2119CrVy+IxWJERkaiadOmMBqNrFb5woULEIlEOHr0INq1aw8+n48LF847CTEpKalo0KABioqKkJdnL8gpFAo0b94CVqsVx4/bf7gFAgF27doFo9GInJwcJ41AUlISEhMTUVZWhpycHLt9EomEFeazs7OdPEgzMjIgl8uRm5vr5B0bFxeHlJQUVFZW2gX9BsCaTzDtwHhnMqSnp7Op+m7evGm3LyoqCk2a2MaIsrIylJaW4NKlS7BYrE59S6OptOtPjRqlISYmBoWFhbh+PY+Nobh7924kJyejSZMm+P3333Hjxg3WdIahTZs2EIlEuHTpkpOxesOGDZGQkGDX70+dOo709HRIpVK0bNkKKpXtyyQQCOzqlJxs6y9LlixBr169ANjsPtXqcly/fgUNG9rGCKnUJtk0b94CR48ehFAoRKtWrdG0aTqWLFmC8+fPY/bs2Wy5arUaIpEI169fcTlGNGpkGyPOnTtrt4/HA9q3t42zZ8/ajxH5+VX2W0ajDkePHoRAIMC5c+dw8OBBREREID09nW1XAGydRCIhzGY9BAIBLl60HyPi4+Pw4INTsG7dTxAKhSgtLbFrI7lcjhYtbIJ5drbzOGs26yEW8+3GCIbExEQkJiZBrVbj8uWqMYLJ4PTOO3OwfPkypzHC1tbNoVQq7ewaGWJjY9GokW2MYMavqjbksUL86dPOY0STJk0QFRWFmzdvOkUncBwjTCaTnSmNUCgERZlcjhFMqJYvv/wSPXv2ZLefOHGCPpcHi8XgNEYAQOvWmRCLxcjJuexyjEhIsI0RV644jxGtWtnGCIoyoVevXjhx4iQOHjyI3NxcCIVCJCYmYvfu3di6dSuio6PZiX5FhRoUZUJlZSUuXrSNEQKBTaAbPHgwAPsxYvLkybh8+TLMZjPuvvtuREREoLy8HHq9zq6/BCJHMCQnNwQAFBbm4+ZN+9AySqUSzZo1h8ViwYkTzqGAMjNtY0ROjh8rCFQANG/enNqxY4fT9l27dlEtWrQIpEivXL9+nQJA7du3z277Sy+9RHXr1s3lObNmzaIAeP3r27cvlZWVRS1btszl/qysLCorK4vKyMhw2teoUSPq9ddfd3lehw4dqMcff9ztddesWUNlZWVRXbt2dbn//fffp1566SWn7U2bNmXrJBQKnfYvWbKEysrKogYOHOi0b9y4cVRWVhY1Z84cp32xsbFsubGxsU7758yZQ2VlZVHjxo1z2jdw4EAqKyuLWrJkidM+oVDIltu0aVOn/S+99BKVlZVFTZ061Wlf165dqVGjRlFJSUlu23H58uVUhw4dnLY/9thjVFZWFvX888877WvcuLHHPrFs2TIqKyuL6tu3r9O+jh07UllZWS77V2JiInuvERERLstevXo1NWrUKKftw4YNo7KysqhFixY57ZPJZGy5qampTvtff/11Kisri7r//vud9vXs2ZPKysqiVq5c6bI+69ato7KysqjMzEynfdOnT6eysrKo6dOnO+3LzMyksrKyqHXr1rltxwULFlA9e/Z02v7AAw9QWVlZLt+d1NRU9l5lMpnT/kWLFlFZWVnUsGHDnPaNGjWKysrKoubNm+e2TqtXr6YSExOdts+aNYvKysqi7r33Xqd93sYIPp/v9nrPP/88lZWVRT322GNO+zp06ODyXWT+PI0RU6dOpbKysqhOnTo57WPGiOeee85luUuWLKEefPBBSiAQOO3zdYwQiUQu342MjIyQjxHM36RJk5y2de3alcrKyqK+/PJLl+d89913VFZWlssxwt3YC4DKyMhg6+Rqv6cx4t5773U7RkgkEiolJcXtGDFv3jwqKyur2saIBx54wGmftzFi0KBBHscIqVRK3XnnnS7P/eqrr9yOEStXrqSysrJCPkY0atSIeu+991xes0OHDl7HiK+//trlGPHWW29RWVlZLr8fwcgR3saIrKws6rvvvnNZLjNGMONAeXm5V3mKR1H+OAHbkEqlOHv2LBo3bmy3/cqVK2jVqpVHo9tAyc/PR3JyMvbt22c3K3755Zexe/dul56wrjR+qamp2Lp1K5tEHLCfzbtKNcW4qZ87Zy+pz5kzBzdu3MD06U/j4YenYvfu3ZByrD2VSiWaN28OjUbj0p7H3Wy+srISAwYMwPLlKzB69GgnjZ9MZpvNA7aZqOMTDFTjJxIJ0aaNTeN38uQJmEzBafwsFhMOHDiAHj16oHNnm8bv7Nkz0On80/gtWDAPp0+fdvIkz8nJwaRJk/DDDz+iTZs2qKjwXeN36dIlPPDAfQCA+fPno1+/fnb7W7Wyafxycuxn8+PHj8eQIUOxdOmnrMZvwID+4PF42L59ByQSMVq3tmn8Tpw4DrO5aja/Y8dfeOON13Hr1i1UVlaGdDafkpKC//77D23btmWX3n799XfEx8c7zeYnT74XV65cQWJiIn799Ve0b2/T+J0/7zybT02t0vg5Lt0qFAq0aGHT+B07Zj+br6iowMCBA7FixUr06tXLL42fVFo1mz92LBtWq30HD0TjN3Pm8+zKwLhx4/DGG/8Hg8GIl156AXv37kXv3r3x888bfNL4JSUl4NFHH0VaWho++eQTu/dTKBTin3/+sTs3La1K48d4H06bNg1paWmYP38Bjh07hvvvt/XFb775BunpVflifdH4jR9/D65evYqVK1dy2tC2KrBz507WC5U7RrZs2RK7d+/GqFGjwOfzsWXLnxg16m488cQTeO6553xaFRg7diyuXbuGzz//gt2/cOECFBYWYs2aNT6NEVyYcdZxVUCtVmPQoEEAbGNwWVkZZs+ejc2bN2Pr1m1ISUlBeno6iouLkZychAkTJmDdunVo1qwZvv32W7Rr1w4CgcDlqoBAIECXLl0AAIsWLWK1n4BN48csxXNXVig6z3W7du1cjhGATeOXlJTkclXgvffew2+//YYbNwqQl3fNbowAfNf4bdiwAdOmTcVTTz2F//1vCvh8Htq370C34Wno9YFr/CwWE5588klWa/fss89i4cKFbseIzp07Y9KkyZg48V52++7du/Dqq68gPz8fMTExTmMEAGRm2jR+ly+71vj5uiqwevVqfP3119i27S+8/fZbqKysxOLFi9mVpk2b/sD58+cwY8bz+Oyzz/DII484jRE//PADG1d30aIP0b9/fxgMRvTt25tdHdixYyd69rwT9947Ebm5V+3iBwYqRwC2d/nw4cPo0KGDUzBpRo6wWCwug38zY8SxY8fQtWtX1snLI4Fo31JTU6lff/3VaXtWVhaVnJwcSJFeMRgMlEAgoDZs2GC3/cEHH6RGjRrlUxnl5eUUAKqoqCgkdZoxYwaVkZFBLV28mBKJRJTVag1JuRRFUQKBgOrRvTtFaTRh+2csL6eysrIoY3l5UOWMu+ceasiQIU5tpNfrKQBUZGSk32Xu+vNPdsa0efNmn5/LwIEDqWFDh1Lnjh2jzh07Rl06dYotpyAnx+M1v1m1igJAabXakPUTBqPRaGtro5Hatm0bBYA6f/y4y3ow9U1PTw95PbgAoHrdeWet90NKo6E6depEjR49mho5ciSVnJxMWSsrKUqjoVq1akUBoBo0aEBZKip8KksgEFBLly6lsrKy7LQCP/74I2UymXxqm4kTJ1LNmzenjGVl1BeffcaW8e/u3X7d15F9+ygAVEREhMvrXLlyhS3bFVu2bKEAUEf27aN4PB61YsUKn5/vM888Q7Vp08bpXR08eLDPZfjKrVu3qO+++44yGv+/vfuOb6p6/wD+Sdu0TemglJRSaMsqq+wlU/YQFVBQhoD4RRRFWSKCCFj9KfIVURkiigKyy5QvUyizliW70FIoo3vvNEnT9vz+yL3XJE13cts0z/v14qVNb5Jzn97cPPfcc56Tzxhj7PLlywwAu3rxovDeqdHRDADbv38/S05OLtfnrKCgQIhPRESEydttTHBwMAPAHt69W6VjeufWrQwAWzB/vsk/L/lZWaxt27ZCbFavXl3qPrVu3Zq98/bbwjmxKDeXBW3fzgCwzMxMs8d0x44dDADLTkwUjsEnT57ofa74869CoTD6GkVFRSwuLo7J5XL22rhxrCg3l+VnZgo9fQDY/t27GVMo2ITXX2cDBw40Wft1z9+Vxec35enxq9S0lIkTJ2L27Nk4e/YsCgsLUVhYiDNnzmDOnDmVLnVRFnt7e3Tt2hXBwcHCY0VFRQgODi42LkYs3t7eiIuLQxa3lqEpSzOMGTMGOQZXp9aqpCsYBwcHzJ8/H1lZWRVeSk23x8ywF6A0/v7+OH7iBFp17IhWHTuiuc4SUj6tWpU6m5Z/T3MX63ZzcwNgvMCtLt1eb3MYMmRIiSs8iC0rKwutWrVCv379EBcXhy07doAxhujoaPj6+iI1NRW/lGPVoYKCAhQWFgo9+7rnHhcXlxLrxhlq2bIlHj58iI+WLEG2zsz0vAreLbnLzaw1VqwWQJkTCPjeuwePHoExVmotO0N169ZFRkaG3mPachmmP77r1q2rt3oE36v9y+bNwmP8GD+pVAq5XC6MpysN3xN469Ytk0y0KQ/+c1fVen6xXJmr8izRWFGpaWl6s7bLKsTu7u6OXzZtEs6JQQcPIp/7e5ircoAuHx9uBY64OG6CkSM8PP6tURodG4us7GzY2dmVeFxIJBJ4e3ujS5cu2LtvH7bt3i30bgYEBMDBwQExXI+9Vdbx+/LLL/H06VMMHjxYONEVFRVh6tSp+Prrr03aQF3z58/Hm2++iW7duqFHjx744YcfoFAohFm+YvPz80Nubi4+//JLk8/Q6tmzJ/bv3499+/Zh3IgRJn1t0fCTQ3JzKz1VSaPR4HRwcIkThoYMGYLVq1ejrrc3pFIp/hsYiEWBgWgXEIBze/eW+LqqEr4oy7Jy5Urh4mb+/Pm4fv06tm7dCsYYpk2bhieRkejETbwp9p65ubCzszN7GQD+CzIvM1MbewPe3t5o164dNut8aZpD69atcf7cOaNtEFtWVhbc3Nzw4YcfYuHChYiIiEBGXBwUCgU2btyIt956CxHh4WW2VcV9EfCJ36ZNm3Dw4EEA2koH5bV48WLs3r0bERERcHdxgUQiAWMMyqysCsVrH/feFa1lyvPy8oJUKkU49yVfkcSvUaNGSEhIQEFmpvA9oFap4MJdeJhT/fr10a5dO6SnpQnx0nAJdEUrIbRo0cLk7SsNf2GWlZpapc9GBjeMJysjw+SfsXSDW8FlJX78sf/mm2/i6NGjiAgPhx/3mBiVKfjv37dmzoSriwvcPTzg4uKC+/fvo23btoh++hT5+flwc3Mrs4Nm27Zt8PT0REREBAZzE8JcXFzg7u6OzPR0IDcXRRae+FXqG8je3h579uzBgwcPsGPHDhw4cABRUVH4/fffzZrdjx8/HqtWrcKyZcvQqVMn3Lp1CydOnECDBg3M9p6lefHFF7Fu3Tp88803+PXXX8t+QgVMmzYNAPD31aulb1jLZXEnc75mmqFBgwbhp59+QmBgIPLy8rB1zx6kpaXh/IULxWYl61JxYza2bt2KsWPHlrs9Li4ueP755/H8889jyBDtyivDhw/HCy9ol8n6defOEp+rzs/XGwNqLnzv6METJ4THBo0fj1H/+Q8A7fi7YcOGwdvb26ztcHNz0+vNqi6Pnj1DamoqV6DXEf3790d0bCxmffYZAG3v26BBgxDN9aCURsn12vJ/RxcXF2FcWEWWp3NycsLIkSNxKjgY9yIihBIzeQYz3suSyo1x5JdlM+bhw4dGZ/8D2soIHh4eWMEt8VeRxM/X11e7frXOOLR8jUa05Sefe+45ROus2KDb41eTubu7AwBmfvxxpV/jSUwMVqxaBQDINMNKIIZ3m8pappIf79+3b180a9YM0bGx0HDnXzESJF9fX4wZMwZXr13D6TNnhGOwTZs2aNOmDR4+foxPAwPL1Qssl8vRr18/RMfGIpe70HN2dtauusJ1GFhtHT9Ae9vL398fBQUFxUp0mMsHH3yADz74QJT3KouTk5NQw8/U6tevjyFDhmDLjh34fuFCs7yH2fG3X9Xqf3v/KkjNnYBKqtXn4OAgFN789ttvcU/n9sTEDz7A2BdewARucLsuvudGtzZTRX3xxRcYMWKEcOHh7e2NpORkoITPgrqUpY9MycfHBy4uLtqB4Vxbzp47BwAoystDTk6O0OtgTm5uboiPj8eLU6di+Zw56MHdFleq1fjPp59CnZ+PnwMD4alTWd8c+Ik9/AQeNzc35OTkICc3Fw0aNEC3bt3g4+ODWzdvlvi346m4RNbR0VG4sNi+fTvu379f4Vvno0aNwpo1a7D/0CGMHDkSUVFR+PK773D33j0EcueVK2Fh+GLNGuF2XseAAHwzbx4A4NaDB7h0+TKWLFkCuVxe4vuU1aPVpUsXYcWliiZ+gLbOpg+XzKjValFu7fHvf+TIEeFvVsDdJq/piV+9evUwZMgQXL9+vczjrSRPdCYUxScmVvp1SpLF3cI/ffo0bG1t0bBhw1K3X7BgAdq3b49XX30VJ0+eRHRsLLpwEzdMvUxbSXbs2IFevXrhzp07ehfYvr6++PvyZQAo9/e1j48PYqKjkSsUodYmftnZ2YBKBY1GA3uRLnDMoULfeP/73/+wxWAczFdffQVnZ2fUrVsXw4YNKzbmg1Sev78/MjMzhV4Ga6TmruLL01Pm5uamd/ztO3gQE995x+i2KrUaEomk3GOyjLG3t9ebDTxixAjElNJrpDbT+CdjRowYgf2HD+Old9/FVa52HwC89emnAFD2rC8TGDlyJMaMGYOLoaE48NdfwuNhUVHYvW8fDh4+jEs6s9S2/u9/6PjSSzh8/rxJ26Hmenf55MjJyQlKlQrZOTkYO3YsJBLtsk2379xB51Gj4NevHyZw670a4nuKdXsO/Pz8hB7fitCteebv748FCxbAxsYG361fL4yN3H/yJC6GhsLJxQUJyclYs3Gj8JyT3OzhceOMr3hRXrrjFCuT+M1evlx4rLLFzSvDx8cHSUlJwt9Xw11o1vTEDwCmTp2KjIyMYj28T+Pj8dy4cej40kvYcvhwic9X6IzfvXT5Mv6+dcuk7cvSueA2rHhgTIMGDTB16lQ4OzvD19cXIaGh+OCTT4rVyjQnJycnzJ07t9jjvr6+COPOgeW9u+Pj44MLISGI42am16lTB3Xr1kUm1+OXr9FYxHFWkgp9661evVrvJBMaGoply5bhiy++QJs2bbBkyRJ8+eWXWL16tckbao3GjRuHDRs2IC46Gi3KuOKqkfgev9xcoJLd/fxYvPJ8mfDJDD8MgHc3LAztDUoPqRQKODo6mvRqVC6Xa2+9lTDeRq1UivalOG/ePGg0Ghw6dAjPdewoPP7Hrl0AIMrwiICAAAQFBeH5559HbFwcWE4ONp88iUtciQhAu7QWH6+Dx4/jzt27CA4JwaiuXU3WDjXXu8vHnl/1ITsnRzhm3njjDaSnp2Pr1q3IyMhAdHQ0dusUJuYpuR4AR0fHKi8XKJPJYGNjg6KiIgwbNgwjR45EUFAQxo8fj/9u2gR7OzucDQ1Fly5dsH//fmzZsgVvvfUWDv31F5p6eSE7KwtNmjQRyvxUlu5FQGlLnBlycXFB9+7dcfPmTbCcHEgkEuTn54va4wcAsc+eoXnDhpUe41cd+MkIsc+eoaXO2NC79+/j6rVrkMvlOHH2LKYNGmT0+XxP1Pr16zFr1iyEXL2KPiYcq6jgYlmRCwHe9OnTkZqaij/++MNk7Skv/uJOt5j3+++/LwzFKuuWNa9v375YuXIlLnFF952dneHp6YknUVFAbi40Ih7n5lChHr979+7pXaXu27cPQ4cOxZIlS/Dqq6/iu+++K7Y2Hqk8/iCNNajlZE0q0uPX87nn4OLigldeeQUddZKdT9euLbatygzj7YRbASVQidgb0qtXL3z++ecAgPsGtdiAf794xODl5YXElBTcffoU0z/6CDuDgtCpUyf4+fkhLjkZlyMi8MuRI/jz6FEAQLaJB6rzPUJ87GUyGfKUSr3Z4s2aNcP3338vrIgDaI+RT37+GYd1VgZSGbxWVfFfHnw7OnfuDE9PT3z1449Y/t13ePDggdDjwm/zyowZGDFjBrJzc03Sc6t727+iX/SffPIJCgoKcJtbf1bsHj8AWPDjj9h++rTQ41eVXnyxCLNQDc7t/N2dDh06lDo+VsHd1p45cyaaNGki9NCZitpgLGtFtG3bVqiHJzZjQ1h0L4zKM8YPAPr37w8A+OZH7ZKrzs7O8PHxQSxXZzZfo7HoxK9Cn5CcnBy9KdIhISF6y7YFBAQUK8BLKo+fKfU4JgYDWras5tZUAl9mQK0GKjmOTsXd0ijPl8matWuxhkvyli1bBgB47733cDk0tNgYGLVKZfLEj1/KhymVRnsS+TIDYuEvHO49eAAPDw+h2LFMJqvQRISqcnNzw9PHjxHJjUuKjIxEo0aN0LdvX8QmJKCXwe0XfhyNqai4L8liPX5cGSZduuP0roSF4b9r18LT0xOjjh/XvhZ3PJb3C6QsU6ZMwa+//iq8nr+/f7ECrjzdtiYmJiIxJcUkiR+/lB1g/IuzND179gQAnLl2DZ0aNRL1C7Fp06YYOXIkrvzzD27euYOdK1YAsIweP/7cHhMfD7RuLTyex/VON2jQAE8fPy7xc6BQKIQeY1dXV22SaMLPjDIvr0rj89zd3fHaa6/Bs5Sxp+ZQ0ufhzz//LHFpV2P4SVshISEAtBdEXl5e2s+mSoX8/HyLOM5KUqFv40aNGgkVqXNzc3H79m29HsC0tDS9WkukaurUqQOpVIqNQUHV3ZRqU5EeP2O8vb0RZ1CaADBPj5+rqys0Gg0OXLmCVCM9f2KO8QO0g8hlMhkiHjyAXC7HmDFjAADXr18XtVfE1dUV165fx2vcpCz+NnPjxo1xXee2r5+fH15//XUcDw5GpsHqAKXJVChw+No1HLtxQzhedKk1Gr3xnDKZDBmZmdBoNMUSnZdffln4/7/DwgAAKSkpuM71aBnO6q0qPnEqTwJnOIFj359/ljqpo7xa6yQeFd2vRo0awd/fHwdPnwZjDM+ePRPtGJdKpTh69CiWLFmC+Ph4/I9bW9YSvpAdHR0hl8tx5sYNvXOFUq2GnZ0dPDw8yuzx43tn3dzchOoHpqKs4q1MiUSCoKAgrFu/3oStKhvfZsP6oaNGjcIK7sKgvP7880/h/21tbeHq6goVN7FDY009fq+99hrmzp2LTz/9FMeOHYOXl5dw4gK0i9CLVQTTWgwZMgRJCQk1ohZahfEfPoVCuwp7Jai4/a7sl0mjRo2QkpKC/MxM2OskOyql0uSJX9OmTQEA42bNwntTp+Kn6dP1fi/mbTBAe/Lt0KEDrly5gmbNmmH8+PE4dOhQuce5mIqLi4vez3wC1qhRI+zZs0d4XCaToXnz5lAqlfh2zx589frr5Xr9b3bvxsoNGwAAO7/9FhMNatqp8/Lg4OAg9F64uLgIvZ+GCVe/fv2E/99/8iQA7ZdI7zfeQO6JE8LxaKpj56233kKfPn3g7+9f5rYdOnRASEgIVCoVGGMoLCzUG9JQFa+//joOlzKZoDReXl64ePEivtm9GwBw48YNk7SpvNq3bw+NRoNvuCUdLSHxA4COHTpg265dcLG3x3qu1FJebi5kMhnq1q2L9FLq8ylyc4XEr6xtK0OlVFpMHHV5eXkBAEaPHl3l13J3d0edOnWE8jv8uSInI8O6bvUuW7YMcXFxmD17Nry8vLB9+3a9Gj27du3Su2ImVdelSxdsq4ZBsjVFVXv8+FsqCTk58OM+wIC2x8/USVjfvn2RmZmJiRMn4qmRIQ9ijvHjXbhwAdnZ2ahbty7s7OzMtrJOaXSTK907AoYJ6KxZszBr1iwEBQUhrQK1yZ7Gx6Nfv364evUq0oz0fKgNasvplqYwTPwCAgJw8uRJDB8+HPGJiXjjjTfwyiuvYNy4cUjMyYGKOx5NdatXIpGU+2JZIpGgT58+JnlfQ7oJeEX99ttvaNmyJU5xawGnpqaaqlnl8vzzzyMzM1O4TW8pCcux48e1a7HrnCuU+fmQyWTa0lBJSSWuEKFQqYTEz9vbG1e5ciWmohSxLI8pubu7m2y1IIlEgtTUVOGCkT9XZCuV0FjTrF6ZTFbqTJ2zZ89WuUFEn6enJ6JjYhAUGorXO3So7uZUDP8BzM2tfI9fBcb4GcMXKY5LSoKfzgdVZYYxfsC/i51v2LABzR49wp3vv4czdwIVu8cP0N76qF+/vqjvaeiFF17A5cuXcejQIfzNlSABgJdeeglXrlyBjY0Ndu3ahSZNmkAikcDHx0c7waOMHozfrl7FvNWroVAoMHnyZISHh2tn2ho8T2Uwm1p3Youx2nv8tomJiWjSpIlQB89XpxdBzLGaNR0fz7MXL+r9LCbdW/aW8reRSqXCuWKcvT32vf8+dhw5AolEgkaNGqGwsBDJKSloaGSmtSIvT5iB7ePjg40bN+Lo9et4sZwXEXP27sWDZ89wYsECo783/MxYK91jiT9XDJg7F4wxi0yMeVUuPf3NN98gMzPTBE0hxrzxxhsAgEuRkdXckuphqh6/a0+eCI/F5eTgUUyM2b4gFixYgLlz5+LJ06d4ovPZEHuMX03Rpk0bBAUFIT8/X2+Gnb+/P3bv3o0NGzZg06ZNwkoorq6uyCnHGL/bT5/C2dkZq1atwmeffaYd5G5kfeKUrCy9sXC9e/fGxo0b8euvv6KDkYsp3b+Ri4tLsaXYnJ2dLWLmqFgcHR317vT8/PPP1dKOkJAQbN++vdovdCpiwYIFeOmll3CO67Gr4+QEPz8/1OOKmmeWMGEjV2eM34wZMwAA98qx8gxvzZYtOFlKR43KwsuVmEPnzp0xcOBAPIuORq5CYdE9flVO/L7++mukc2sGEtPz8PDAwIEDkZCaqp21ZUn/+MLTanWZ2+6+cUM7fsrgcX5FmMp+yPjxGfP/+1/hNRtPmIALoaFmS8KaNGmCDz/8EADwwS+/4Oe//wZTKkVbss3SuLm5Yfr06XrLoB05dQqPuBl0hv9+v3wZ/3fiBG5GRKBx48aYN28e/P394eLiok0YdY+f3Fz8umePXvJmZ2eHd955B2+//bbRVVt0jwuJRKJXyQBAlevm1Ub8EpMNGzYUZVUYY/r06SNcKFuKJk2a4NVXX0VaWhpuRkejoLAQ3bt3F8bF5hicE6NTUvD1yZO4HRkpJH6enp7w9vbWnivL+49Xwu+VKhUlfgZsbW2xaNEiAEB6erpFx6fKiZ+p7qeTknl7eyNe5HEzYnqQkYGJS5fiyzNniv1OrdFUqdCyRCLBN998g6KiIqgKCqDQmfWpMTID1FT4cWQXLl3Ce19/jcfZ2chRKCpVENXa8GvfrjHSI5GlVmP6l19i6dq1CLlyRS+Rdnd3R7rBGL8riYlQqVQlrvVsjK+vr/DFO27cOEgkEoweNQrT//MftG7d2mzLNFoyfkhFVYtaW6Pu3bsDANaeOSOMHeNv4+YYrHzx6+XLWLZ+PTIyMvTGezo6OgrjTytCxRfZN6BUqy26R8tcdMcHW/K5nO5XWICGDRviyuXLljmz182tzHbzC18nGln1QmWC9W35mY8pGRl4qDNpwJzLCxq2OT4tDQlJSWWueUm0RWkPHDiA+JSUYsdDPteLLJFIwBjTm2Th5eWFhOhovefkcf8/j1vftjw8PDyKFeI+pFPaATDvRYMl4o/rXEs8R1Wztm3bYsjgwVDk5aGgoAB2dnb/9vgZjFlNSE1F165dcYWbSMNzdHSEUqms8HdEUloa/IyUYDPFebc20j1/8zOILVGFevwGDx6MAwcO6D12//59+Pn5AdDO5mrWrJnpWkcAaMepPYqKwiFusfnaJokbl3X43Lliv+N7/KrC09NT+z4qFa7rjINRVKBWXFWNWbECCYmJQs8IKZ23tzf+d+YMZnElVXgF3B0Gfkaw7h2Hhg0bIuTqVUzav194TM31aNAtdvPivwTp/F85dZydkatUQlNQAKlUKiR+CzZvBgDMOHIES0NCkJiRYTThqGyPXwJX3NwQjfEzTnfYhyWfyyvU43f27FmcP38eS5YsQSC3jqXuDK7CwkI8q6XJSXWaOHEi5s2bh4sPH2KMCGusmgx/e1at/neGrxGJXC+cg7198RU2TDAhgi8YnJSVhVydE11hCbc5TOXixYuoX78+QkNDERMTA6lUildffdWs71lbfPzxx3j69CmOh4YC3PJJAFDAHR99+vTB7t279Va5mDVrFiIiInD03DngxRcBaEvoAJT4mZuDgwO2bduGtm3bVndTLJKzszNikpKEHj9HR0f06dNHWxNRpcKmvXsBAF07dkTX5s2LPd/R0VF7rFdw9Y6EzEzAyC1LpUoFmQlWhaltJBIJdu/ejdjYWPQwqBdqSSp8q3fDhg1YsGAB7ty5g+3bt1v0fW5L0aBBA/Tr1w/JFahtZkmSuHFB6RkZeMz1/tnb2KCxo6NJ6u0JPX55eVCo1ahXrx7S09NRUFBQtYaXgR+rprsyAimfgIAAjB49GvPnz9d7XMMtA9i/f3/s3r0bWTqfiebNm2PChAk4fvw4IhQKONnYQFnFWeGk/CZPnlzdTbBYzs7OSMvORkJiojC2bubMmZgyZQqSdcb5xScn48USevyeJSXhKXdhW8QYbCQS+BkZH80YE4ZK3E9Lw+iGDYVJTgVFRYhWqZClUMDNgmZHi2n8+PHV3YQqq3DiN3r0aPTt2xejR49Gz5498eeff1L3vgg8PT2RlJxsWeP8JBLA01Pb5lJ6/JK4kidKpRLNdcZinVq6FNkKRZXXI5VKpahXrx6SMjOhUCrh6emJ9PR0s/f4karhx9OciYvDIG6mKN/jx99p4AfG8/hhJ224hHFQ796wtbWl8iukRpPL5bh3/z6AfyfI8Mdy9//+V9guISHB6DrbsbGxiIyMRFNu2TreT7Nn4z3udXiK/HxhiMRn69dD+u67WMitBb/45k2s2r4dANA2IMAUu0ZqoErN6m3Tpg2uXbsGHx8fdO/eHadPnzZ1u4iBBg0aINmMkxGqU1JWFgYMGICLFy8iODgYp0+fho2NDaKyspCWkwMPrqZVVTRo0ABJ2dlQqNVCnS9K/Go2fm3hpzozRfkxfu7u7ggLC8Nvv/2m95x+/fohNDQUwcHBcHNzw/2oKBqkTmq8RYsW4YcffgAAYWJRnz59MHHiRETHxAAAPvjgA5w/fx5Tpkwp9vwsg7tBwcHB8PX1RRS3NKGuTK4Hcf369WjVqhWidCpGRCUl4bnnnsNff/2FsWPHmmTfSM1T6ctgNzc3HD16FIsXL8bIkSOxcuVKTJo0yZRtIzo8PT2RnJpqWT1+fI00hQLgbtEZYozhdmQkuj33nHBrFADq1auHsIQEpGVnoyG3Bm5VNGjQALuCg5GcnNUJe6IAABpESURBVCysL023/2o2R0dHuLm5ISwhAeCq5hdwX1p2dnYIMNIjYWNjg169egHQTjh48OCBUAyXkJqqTp066N27NwAgnzvGbWxs8PLLL2PXrl0AtLcYdc+RpRk0aBB8GjfG5QcPkOPvDxfudm9iYSEyuOE0nTp1QtOmTfEkJQWKnBzUkUjwMDYWXbp3x4ABA3Ds2DFT7yapISrU42c4VoCvkfbHH39g6dKlePvtt03aOF1fffUVevfuDScnJ6PLLNV2crkcySkpta5u4nGFApFRUcXWbXVycsK6vXvxLCHBJF/cc+fOFepexcTE4Oeff8ZJgxmjpOZxdnbG97t3Q8Ed9/yozPLUGPPlbge766zRTEhNxa9jna8zpk/3tm5pS+GNHDkSgPZzwX9P+/r54e9//oHr55+DMYaEoiI0/OILzD5/HoC288bX1xenLlzAK6dPI62oCGHh4TRu3wpUKPErKemYMGECQkJCcPfuXZM0ypj8/Hy89tpreO+998z2HjWZq6srCgsLoa7u1ThMvHJHIteDuXTpUr39/fzzzwEAT549K7ZyQmWMHj0aGzduBKA9jt999134+/tX+XWJeX311VcAgBTueNHt8SvL9h07cOHCBZwxUhickJrGWOLXu3dvXLt2Dbdv3xbG/Bnz888/Iz4+HikpKcJKWuvXrxd+r1Crkc5N/Dh37RoAbeL37bffYtKkSXiWmIg47vevvfaaaXeM1DgVLudSUu9Lp06dcP36dRw9etQkDTPEl4/ZsmWLWV6/puOvwnILC+FYiwaqKwsLYW9vL1Sq5+lOGDJF4gdQz48lat++PQAgragITWxtoeEuPsuT+Hl6egozugmp6fihJ7qJn0QiQbdu3cp8rr29fbHi8Lrnu9SiIuQbdNy4ubnBxcUF7du3x4kTJ5DGjXkurWeR1A4VyiD669TTMsbDwwNTp06tUoNMSa1WQ833OuHfQbMajcbiKu/zJ4VMpRJuFpL4aWxttf9VKoESJlLkqFSQyWTF/h66xUNdXFxM9vfy9vbGF198YXF//7Lw+1Pb9osvZJusUkFjYyMsMcUYq9Z9ra3xrqmsId623PnSlOc73tI7dzBT5w6HjY0NHBwcoNFohPJW4//4A4A2IbSGeNckpoh3RZ5rGRlEJa1YsULoKdR19uxZoVvdUkRERAAATrRqZXFXZKf69Svxd3f27IGNjU2xgcS6hcAZYyYbaPzTTz8BQK0duHzq1KnqboJJKbnbT8FSKfL79cPt27cBACEhIXj48GF1Ng1A7Yt3TVfb4/3RRx+hS5cuJj8/XXv8GG11zsM2NjY4fvw4AEAmk2HChAkoLCwUCs7zanu8a5qqxDuPm7RTHtWa+C1atAgrV64sdZvw8PBKF8BdvHixXgHY7Oxs+Pj4YODAgSa7fSiWRo0aAQC63L6N7ly9p5pOY2uLU0OGYOjp05CW0OP3d0EB3OvWFQYn86KiooT/nzx5crGJRUSfRqPBqVOnMHTo0Fq1uDpjDHZ2dvBLT8fIkydhx80OHzp0aLEJQWKqrfGuqawl3obnQVNhBQXoGh1d4ntNmDBB73fWEu+awhTxNlxfvDTVmvh99NFHmDZtWqnbVKU4tIODg9EaXlKp1OIOZn68hrqoCFIzrzhhatLCwhLbrC4ogMzJqdjfQ7doM60ZWX6WeGyXxcPDA5EKBcIdHPCEO45kMlmN2M/aGO+ajOJdOZFRUcgfPFj4ubCwsFxxpHiLqyrxrsjzqjXxk8vlkMvl1dkEiyFM7lCpSl0Fo0bhxyLm5gIlJH55ajWcZLJij7txKzUYDlgm1qdx48ZYFxSEddzPtra2VHKCkHJwd3dHBlf4f/WtW8LjXbt2raYWkZrAYsb4RUdHIz09HdHR0SgsLMQt7iBu0aJFsRmhtRG/j4pqboepZavVcOWSPF116tTB48ePreJvS0p37NgxvTGfHh4ewqQPQkjJYmJioNFoIJfL8SwpCQBw5coVKmVl5Swm8Vu2bBm2bt0q/Ny5c2cA2okaAwYMqKZWiYefjJJbWAjoTPev0fiuZ7UaKGHGUZZSCTcji44DQFMTrNhBLB+VZSGkcvie8Y4dOiCSmwwVEBBAPeZWrlJr9VaHLVu2gDFW7J81JH2AdhaWk5OTsIJBbZGVlyfc1iWEEGJ6bnXrIodb85rGTBOLSfyI9uott4zEb5NMhla3b+OBkXFzYpmYk4MWt27hmMFauApbW3R7+BDNbtwQ/l2/d48SP0IIMSN+mVOJRFKu4uekdqMjwII4OztDoVYDXG0zY46kpiLy8WPc7d4drbjl0MR27OpVZGdn43KHDugJaCd3aDSIdXXF9bAwTJkyRSjFIZFIalTRb0IIqW0++eQTtGrVCs2bN6fSWIQSP0viXKeOdoxfKfgPdVk9g+bEF5JUGMzkzbPRdjDPmTOHZpURQohIevTogR49elR3M0gNQYmfBXF2dkauWg0oSp7bq+GSq9z8fG1Pm8g0UikKuIQvl18uT6EA8vORx83QtbRVUwghhJDagsb4WRBnZ2dtQleKPG72bHX1+OXpFMzONZjJm8etRUkzygghhJDqQT1+FsTZxQV7Dx5EXo8ecCqhPEoel/D9LykJmdxqH2V5vagIXZKTq9S27T4+0AAYwd3mlUqluBkXh8I//kCIkxNauLnBi1tui3r8CCGEkOpBiZ8FCQgIwMGDB3FFLsfA+Hij2+Rxt1eTUlKwLyWlzNeMjY1Fct+++L2KbZty+DAA4NELLwAAXn75Zdy+dQuhoaG4WFiIlJQU/DF2LABK/AghhJDqQomfBXn//ffxf//3f8grKChx/J5Co8GiRYuwYsWKcr3mkMGDkWfC8YDZXE/kJ598gs6dO+PYsWPIycnBlClTkMb9ztGgzAshhBBCxEFj/CwInzCpSpmOn6dUVqhHzVEmg7KEdXTLq1CnPencah26bZBxNQXTCgshk8lgY0OHHSGEEFIdqMfPgvAJlLKoCFCpjG5T0cRPJpMhq6CgxNcrD6VOD14aN8ZQtw18wpqmVtNtXkIIIaQaUdeLBXHgZswqS+vxy8ur0KxZmUwGVRV7/FT8mrwA0ri26bZB6PFTq2lGLyGEEFKNqMfPgkgkEjg6OkJVWGh0TJ7G3h4FBQUVu9Xr6AhlFcf4KXWWh0vnkkhjt3rTlUo4VeNScoQQQoi1o8TPwshkMjy2t8dtP79iv8t1cgKSkip8qzdDqUSaqys8srMr1SaFTu2+B9z4PZlMBsbd9uVv9cYpFHSrlxBCCKlGlPhZmPr16+OHY8fwQxnbVOT1oh4/xqCWLXG7kr1+Rz08hP/fdvIk6tatCzs7O2i4Wbwe3O/Dw8MxbOjQSr0HIYQQQqqOEj8Lc+HCBcTExJT4e0dHR7Rr167cr7dw4ULExMTg+NGjlW4Tv0ZIREQEsrOz4eXlpff7hg0bIjIyEpmZmWjevHml34cQQgghVUOJn4Xx8vIqllhVhYODA3x8fFBQUABWwmogZdEwBg8PD7Rq1arEbfz9/SvbREIIIYSYCM3qJZBKpdBUYWavhnsNQgghhNRs1ONHhMQvv5LPzwclfoQQQoglsIgev6dPn2L69Olo2rQpZDIZmjdvjuXLlyM/v7KpCtFlZ2eHgir0+BUAsLO1NV2DCCGEEGIWFtHjFxERgaKiImzcuBEtWrRAWFgYZsyYAYVCgVWrVlV38yyeVCqFRqNB5Ub4AfmMUY8fIYQQYgEsIvEbMWIERowYIfzcrFkzPHjwABs2bKDEzwT4xI8BKHlNkJLRGD9CCCHEMlhE4mdMVlYW6tWrV+o2arUaarVa+DmbK1Cs0WiEGnNEuyIIoC0AbcdYGVsXpwb06vbx+J8p1uZHsRYXxVtcFG9xUbzFZYp4V+S5Fpn4PXr0CGvXri2zt2/FihUIDAws9vjZs2dpBQkd9+7dAwCEbNkCe3v7Cj//2U8/QZGXh2PHjhn9/alTp6rUPlJ+FGtxUbzFRfEWF8VbXFWJd15eXrm3lTBWiS4eE1m0aBFWrlxZ6jbh4eFo3bq18HNcXBz69++PAQMGYNOmTaU+11iPn4+PDxISEoTVJAgQFBSEyZMn46GHB+pU4ODhLezaFY80Gly4eFHvcY1Gg1OnTmHo0KF0K9jMKNbioniLi+ItLoq3uEwR7+zsbNSvXx9ZWVlwdXUtddtq7fH76KOPMG3atFK3adasmfD/8fHxGDhwIHr37o1ffvmlzNd3cHCAg846sjypVEoHsw6ZTAYAYBoN7JTKCj+/sKgI9vb2JcaU4i0eirW4KN7ioniLi+ItrqrEuyLPq9bETy6XQy6Xl2vbuLg4DBw4EF27dsXmzZthY2MRlWgsgp2d9jBQSqWQVeL5GsaE1yCEEEJIzWUR39ZxcXEYMGAA/Pz8sGrVKqSkpAi/M+XyZdaKv1JY16kTnCpRz+9OQgKaNmli4lYRQgghxNQsIvE7deoUHj16hEePHqFx48Z6v6vGIYq1RuvWrdGxQwecj46u9GsMGjzYhC0ihBBCiDlYROI3bdq0MscCkspr2rQpbt2+Xd3NIIQQQoiZ0UA5QgghhBArQYkfIYQQQoiVoMSPEEIIIcRKUOJHCCGEEGIlKPEjhBBCCLESlPgRQgghhFgJSvwIIYQQQqwEJX6EEEIIIVaCEj9CCCGEECtBiR8hhBBCiJWgxI8QQgghxEpQ4kcIIYQQYiUo8SOEEEIIsRKU+BFCCCGEWAlK/AghhBBCrAQlfoQQQgghVoISP0IIIYQQK2Exid+oUaPg6+sLR0dHNGzYEFOmTEF8fHx1N4sQQgghxGJYTOI3cOBABAUF4cGDB9i/fz+ioqIwbty46m4WIYQQQojFsKvuBpTXvHnzhP/38/PDokWLMGbMGGg0Gkil0mpsGSGEEEKIZbCYHj9d6enp2LFjB3r37k1JHyGEEEJIOVlMjx8AfPLJJ1i3bh3y8vLQs2dPHDlypNTt1Wo11Gq18HN2djYAQKPRQKPRmLWtBEKMKdbmR7EWF8VbXBRvcVG8xWWKeFfkuRLGGKv0O1XRokWLsHLlylK3CQ8PR+vWrQEAqampSE9Px7NnzxAYGAg3NzccOXIEEonE6HM///xzBAYGFnt8586dcHJyqvoOEEIIIYRUs7y8PEyaNAlZWVlwdXUtddtqTfxSUlKQlpZW6jbNmjWDvb19scdjY2Ph4+OD0NBQ9OrVy+hzjfX4+fj4ICEhAR4eHlVrPCmTRqPBqVOnMHToULolb2YUa3FRvMVF8RYXxVtcpoh3dnY26tevX67Er1pv9crlcsjl8ko9t6ioCAD0EjtDDg4OcHBwKPa4VCqlg1lEFG/xUKzFRfEWF8VbXBRvcVUl3hV5nkWM8bty5QquXbuGvn37wt3dHVFRUVi6dCmaN29eYm8fIYQQQgjRZxGzep2cnHDgwAEMHjwYrVq1wvTp09GhQwecP3/eaI8eIYQQQggpziJ6/Nq3b48zZ85UdzMIIYQQQiyaRfT4EUIIIYSQqqPEjxBCCCHESlDiRwghhBBiJSjxI4QQQgixEpT4EUIIIYRYCUr8CCGEEEKsBCV+hBBCCCFWwiLq+JkKvyxxTk4OLUMjAo1Gg7y8PGRnZ1O8zYxiLS6Kt7go3uKieIvLFPHOzs4G8G+eUxqrSvzS0tIAAE2bNq3mlhBCCCGEmFZOTg7c3NxK3caqEr969eoBAKKjo8sMDKm67Oxs+Pj4ICYmBq6urtXdnFqNYi0uire4KN7ioniLyxTxZowhJycH3t7eZW5rVYmfjY12SKObmxsdzCJydXWleIuEYi0uire4KN7ioniLq6rxLm+HFk3uIIQQQgixEpT4EUIIIYRYCatK/BwcHLB8+XI4ODhUd1OsAsVbPBRrcVG8xUXxFhfFW1xix1vCyjP3lxBCCCGEWDyr6vEjhBBCCLFmlPgRQgghhFgJSvwIIYQQQqwEJX6EEEIIIVbCohK/FStWoHv37nBxcYGnpyfGjBmDBw8e6G2jUqkwa9YseHh4wNnZGWPHjkVSUpLeNrNnz0bXrl3h4OCATp06GX2vkydPomfPnnBxcYFcLsfYsWPx9OlTM+1ZzSRmvIOCgtCpUyc4OTnBz88P3377rbl2q8YyRbxv376NiRMnwsfHBzKZDG3atMGPP/5Y7L3OnTuHLl26wMHBAS1atMCWLVvMvXs1jljxTkhIwKRJk9CyZUvY2Nhg7ty5YuxejSNWvA8cOIChQ4dCLpfD1dUVvXr1wsmTJ0XZx5pCrFiHhISgT58+8PDwgEwmQ+vWrfH999+Lso81iZjnbt7ff/8NOzu7Er9TS8UsyPDhw9nmzZtZWFgYu3XrFhs5ciTz9fVlubm5wjYzZ85kPj4+LDg4mP3zzz+sZ8+erHfv3nqv8+GHH7J169axKVOmsI4dOxZ7n8ePHzMHBwe2ePFi9ujRI3b9+nX2/PPPs86dO5t7F2sUseJ97NgxZmdnxzZs2MCioqLYkSNHWMOGDdnatWvNvYs1iini/dtvv7HZs2ezc+fOsaioKLZt2zYmk8n0Yvn48WPm5OTE5s+fz+7fv8/Wrl3LbG1t2YkTJ0Td3+omVryfPHnCZs+ezbZu3co6derE5syZI+Zu1hhixXvOnDls5cqV7OrVqywyMpItXryYSaVSduPGDVH3tzqJFesbN26wnTt3srCwMPbkyRO2bds25uTkxDZu3Cjq/lY3seLNy8jIYM2aNWPDhg0z+p1aFotK/AwlJyczAOz8+fOMMcYyMzOZVCple/fuFbYJDw9nANilS5eKPX/58uVGg7Z3715mZ2fHCgsLhccOHz7MJBIJy8/PN/2OWAhzxXvixIls3Lhxeo+tWbOGNW7cmBUVFZl2JyxIVePNe//999nAgQOFnxcuXMgCAgL0thk/fjwbPny4iffAspgr3rr69+9vtYmfITHizWvbti0LDAw0TcMtkJixfuWVV9jkyZNN03ALZe54jx8/nn322WclfqeWxaJu9RrKysoCANSrVw8AcP36dWg0GgwZMkTYpnXr1vD19cWlS5fK/bpdu3aFjY0NNm/ejMLCQmRlZWHbtm0YMmQIpFKpaXfCgpgr3mq1Go6OjnqPyWQyxMbG4tmzZyZouWUyVbyzsrKE1wCAS5cu6b0GAAwfPrxCf7PayFzxJsaJFe+ioiLk5ORY9d9ErFjfvHkToaGh6N+/v4labpnMGe/Nmzfj8ePHWL58eaXbZ7GJX1FREebOnYs+ffqgXbt2AIDExETY29ujbt26ets2aNAAiYmJ5X7tpk2b4q+//sKnn34KBwcH1K1bF7GxsQgKCjLlLlgUc8Z7+PDhOHDgAIKDg1FUVITIyEh89913ALTjo6yRqeIdGhqKPXv24J133hEeS0xMRIMGDYq9RnZ2NpRKpWl3xEKYM96kODHjvWrVKuTm5uL11183WfstiRixbty4MRwcHNCtWzfMmjULb7/9tsn3w1KYM94PHz7EokWLsH37dtjZ2VW6jZV/ZjWbNWsWwsLCEBISYvLXTkxMxIwZM/Dmm29i4sSJyMnJwbJlyzBu3DicOnUKEonE5O9Z05kz3jNmzEBUVBReeuklaDQauLq6Ys6cOfj8889hY2Ox1yZVYop4h4WFYfTo0Vi+fDmGDRtmwtbVPhRvcYkV7507dyIwMBB//vknPD09K/1elkyMWF+8eBG5ubm4fPkyFi1ahBYtWmDixIlVabbFMle8CwsLMWnSJAQGBqJly5ZVa2SFbw7XALNmzWKNGzdmjx8/1ns8ODiYAWAZGRl6j/v6+rLVq1cXe52S7o9/9tlnrFu3bnqPxcTElHk/vrYyd7x5BQUFLDY2lqnVanbs2DEGgCUnJ5tiFyyKKeJ979495unpyT799NNir9+vX79i48x+//135urqapL2Wxpzx1sXjfETL967du1iMpmMHTlyxGRttzRiHtu8L7/8krVs2bJK7bZU5ox3RkYGA8BsbW2FfxKJRHgsODi43O20qMSvqKiIzZo1i3l7e7PIyMhiv+cHUO7bt094LCIiosKTDebPn8969Oih91h8fDwDwP7++++q74iFECvexkyZMoX16tWr0m23RKaKd1hYGPP09GQff/yx0fdZuHAha9eund5jEydOtLrJHWLFW5c1J35ixnvnzp3M0dGRHTp0yLQ7YSGq49jmBQYGMj8/vyq139KIEe/CwkJ29+5dvX/vvfcea9WqFbt7967eDOKyWFTi99577zE3Nzd27tw5lpCQIPzLy8sTtpk5cybz9fVlZ86cYf/88w/r1atXsQTi4cOH7ObNm+zdd99lLVu2ZDdv3mQ3b95karWaMabNziUSCQsMDGSRkZHs+vXrbPjw4czPz0/vvWo7seKdkpLCNmzYwMLDw9nNmzfZ7NmzmaOjI7ty5Yqo+1vdTBHvu3fvMrlcziZPnqz3Gro9p3w5l48//piFh4ez9evXW2U5F7HizRgTjvmuXbuySZMmsZs3b7J79+6Jtq81gVjx3rFjB7Ozs2Pr16/X2yYzM1PU/a1OYsV63bp17PDhwywyMpJFRkayTZs2MRcXF7ZkyRJR97e6iXku0VXZWb0WlfgBMPpv8+bNwjZKpZK9//77zN3dnTk5ObFXXnmFJSQk6L1O//79jb7OkydPhG127drFOnfuzOrUqcPkcjkbNWoUCw8PF2lPawax4p2SksJ69uzJ6tSpw5ycnNjgwYPZ5cuXRdzTmsEU8V6+fLnR1zC8Aj979izr1KkTs7e3Z82aNdN7D2shZrzLs01tJ1a8SzrfvPnmm+LtbDUTK9Zr1qxhAQEBzMnJibm6urLOnTuzn376Sa8UmjUQ81yiq7KJn4RrNCGEEEIIqeWsc8okIYQQQogVosSPEEIIIcRKUOJHCCGEEGIlKPEjhBBCCLESlPgRQgghhFgJSvwIIYQQQqwEJX6EEEIIIVaCEj9CCCGEECtBiR8hhBBCiJWgxI8QQgghxEpQ4kcIIYQQYiUo8SOEEEIIsRL/D/PrOG/pwixtAAAAAElFTkSuQmCC", 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", "text/plain": [ "
" ] @@ -249,8 +270,8 @@ "fig, axs = plt.subplot_mosaic(\n", " [[\"SPI\"], [\"SPEI\"], [\"SGI\"]], figsize=(6.5, 8), sharex=True\n", ")\n", - "si.plot.si(spi, ybound=3.5, ax=axs[\"SPI\"])\n", - "si.plot.si(spei, ybound=3.5, ax=axs[\"SPEI\"])\n", + "si.plot.si(spi1, ybound=3.5, ax=axs[\"SPI\"])\n", + "si.plot.si(spei1, ybound=3.5, ax=axs[\"SPEI\"])\n", "si.plot.si(sgi, ybound=3.5, ax=axs[\"SGI\"])\n", "[(axs[x].grid(), axs[x].set_xlim(xlim), axs[x].set_ylabel(\"Z-Score\")) for x in axs]\n", "axs[\"SPI\"].set_title(\"Standardized Precipitation Index 1\")\n", @@ -275,7 +296,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -286,7 +307,7 @@ ], "source": [ "ax = si.plot.monthly_density(\n", - " spei, years=[today.year - 1, today.year], months=[today.month - 1]\n", + " spei1, years=[today.year - 1, today.year], months=[today.month - 1]\n", ")\n", "ax.set_xlabel(\"Z-Score\")\n", "ax.set_title(\"SPEI\");" diff --git a/doc/examples/example04_package_comparison.ipynb b/doc/examples/example04_package_comparison.ipynb index d4ff0b6..b01eb17 100644 --- a/doc/examples/example04_package_comparison.ipynb +++ b/doc/examples/example04_package_comparison.ipynb @@ -128,7 +128,7 @@ } ], "source": [ - "spi = si.spi(prec_rsum, dist=scs.gamma, prob_zero=True, freq=\"ME\")\n", + "spi = si.spi(prec_rsum, dist=scs.gamma, prob_zero=True, fit_freq=\"ME\")\n", "spi # pandas Series" ] }, @@ -449,7 +449,7 @@ " parse_dates=True,\n", ").squeeze()\n", "\n", - "sgi = si.sgi(head, freq=\"ME\")\n", + "sgi = si.sgi(head, fit_freq=\"ME\")\n", "sgi_pastas = ps.stats.sgi(head)" ] }, diff --git a/src/spei/__init__.py b/src/spei/__init__.py index 0a57abb..a836a21 100644 --- a/src/spei/__init__.py +++ b/src/spei/__init__.py @@ -1,4 +1,4 @@ # flake8: noqa from . import climdex, dist, plot, si, utils from ._version import __version__, show_versions -from .si import sgi, spei, spi, ssfi +from .si import sgi, spei, spi, ssfi, SI diff --git a/src/spei/_version.py b/src/spei/_version.py index bcec6f4..4f4bf6d 100644 --- a/src/spei/_version.py +++ b/src/spei/_version.py @@ -4,7 +4,7 @@ __version__ = "0.4.0" -def show_versions() -> None: +def show_versions() -> str: msg = f"Versions\npython: {python_version()}\nspei: {__version__}\n" requirements = metadata.requires("spei") diff --git a/src/spei/dist.py b/src/spei/dist.py index 817ab3c..00f43b0 100644 --- a/src/spei/dist.py +++ b/src/spei/dist.py @@ -1,166 +1,167 @@ -from dataclasses import dataclass, field -from typing import List, Literal, Optional, Tuple - -from numpy import std -from pandas import Series -from scipy.stats import kstest - -from ._typing import ContinuousDist - - -@dataclass -class Dist: - data: Series = field(init=True, repr=False) - dist: ContinuousDist - loc: float = field(init=False, repr=True) - scale: float = field(init=False, repr=True) - pars: Optional[List[float]] = field(init=False, repr=False) - prob_zero: bool = field(default=False, init=True, repr=False) - p0: float = field(default=0.0, init=False, repr=False) - data_window: Optional[Series] = field(default=None, init=True, repr=False) - """ - Represents a distribution associated with data. - - Parameters - ---------- - data : Series - The input data for fitting the distribution. - dist : ContinuousDist - The SciPy continuous distribution associated to be fitted. - prob_zero : bool, default=False - Flag indicating whether the probability of zero values in the series is - calculated by the occurence. - data_window : Optional[Series], default=None - Subset of data for fitting more data (if provided). - - Attributes - ---------- - loc : float - Location of the distribution - scale : float - Scale of the distribution - pars : Optional[List[float]] - Attribute storing additional distribution parameters (if applicable). - p0 : float - The probability of zero values in the data. Only calculated if prob_zero=True. - - Methods - ------- - __post_init__(self) -> None - Initializes the Dist class and fits the distribution. - fit_dist(data: Series, dist: ContinuousDist) -> Tuple - Fits a Scipy continuous distribution to the data. - - Notes - ----- - The `fit_dist` method uses the `dist.fit` function from Scipy to estimate - distribution parameters. If the fitted distribution requires additional - parameters beyond `loc` and `scale`, they are stored in the `pars` attribute. - """ - - def __post_init__(self): - """ - Post initializes the Dist class by fitting the distribution. - """ - data_fit = self.data_window if self.data_window is not None else self.data - pars, loc, scale = self.fit_dist(data=data_fit, dist=self.dist) - self.loc = loc - self.scale = scale - self.pars = pars - - if self.prob_zero: - self.p0 = (data_fit == 0.0).sum() / len(data_fit) - - @staticmethod - def fit_dist(data: Series, dist: ContinuousDist) -> Tuple: - """ - Fits a Scipy continuous distribution to the data. - - Parameters - ---------- - data : Series - The input data for fitting. - dist : ContinuousDist - The continuous distribution to be fitted. - - Returns - ------- - Tuple - Tuple containing distribution parameters (pars, loc, scale). - """ - fit_tuple = dist.fit(data, scale=std(data)) - if len(fit_tuple) == 2: - loc, scale = fit_tuple - pars = None - else: - *pars, loc, scale = fit_tuple - return pars, loc, scale - - def cdf(self) -> Series: - """Compute cumulative density function of a Scipy Continuous Distribution""" - if self.pars is not None: - cdf = self.dist.cdf( - self.data.values, self.pars, loc=self.loc, scale=self.scale - ) - else: - cdf = self.dist.cdf(self.data.values, loc=self.loc, scale=self.scale) - - if self.prob_zero: - cdf = self.p0 + (1 - self.p0) * cdf - cdf[self.data == 0.0] = self.p0 - - return Series(cdf, index=self.data.index, dtype=float) - - def pdf(self) -> Series: - if self.pars is not None: - pdf = self.dist.pdf( - self.data.values, self.pars, loc=self.loc, scale=self.scale - ) - else: - pdf = self.dist.pdf(self.data.values, loc=self.loc, scale=self.scale) - - # TODO: check what to do if prob_zero - - return Series(pdf, index=self.data.index, dtype=float) - - def ks_test( - self, - method: Literal["auto", "exact", "approx", "asymp"] = "auto", - ) -> float: - """Fit a distribution and perform the two-sided - Kolmogorov-Smirnov test for goodness of fit. The - null hypothesis is that the data and distributions - are identical, the alternative is that they are - not identical. [scipy_2021]_ - - Parameters - ---------- - method : Literal['auto', 'exact', 'approx', 'asymp'], optional - Defines the distribution used for calculating the p-value. The - following options are available (default is 'auto'): 'auto' selects - one of the other options, 'exact' uses the exact distribution of - test statistic, 'approx' approximates the two-sided probability - with twice the one-sided probability, 'asymp' uses asymptotic - distribution of test statistic - - Returns - ------- - float - p-value - - References - ------- - .. [scipy_2021] Onnen, H.: Intro to Probability - Distributions and Distribution Fitting with Pythons - SciPy, 2021. - """ - args = ( - (self.pars, self.loc, self.scale) - if self.pars is not None - else (self.loc, self.scale) - ) - kstest_result = kstest( - rvs=self.data, cdf=self.dist.name, args=args, method=method - ) - # rej_h0 = kstest_result.pvalue < alpha - return kstest_result.pvalue +from dataclasses import dataclass, field +from typing import List, Literal, Optional, Tuple + +from numpy import std +from pandas import Series +from scipy.stats import kstest + +from ._typing import ContinuousDist + + +@dataclass +class Dist: + data: Series = field(init=True, repr=False) + dist: ContinuousDist + loc: float = field(init=False, repr=True) + scale: float = field(init=False, repr=True) + pars: Optional[List[float]] = field(init=False, repr=False) + prob_zero: bool = field(default=False, init=True, repr=False) + p0: float = field(default=0.0, init=False, repr=False) + data_window: Optional[Series] = field(default=None, init=True, repr=False) + """ + Represents a distribution associated with data. + + Parameters + ---------- + data : Series + The input data for fitting the distribution. + dist : ContinuousDist + The SciPy continuous distribution associated to be fitted. + prob_zero : bool, default=False + Flag indicating whether the probability of zero values in the series is + calculated by the occurence. + data_window : Optional[Series], default=None + Subset of data for fitting more data (if provided). + + Attributes + ---------- + loc : float + Location of the distribution + scale : float + Scale of the distribution + pars : Optional[List[float]] + Attribute storing additional distribution parameters (if applicable). + p0 : float + The probability of zero values in the data. Only calculated if prob_zero=True. + + Methods + ------- + __post_init__(self) -> None + Initializes the Dist class and fits the distribution. + fit_dist(data: Series, dist: ContinuousDist) -> Tuple + Fits a Scipy continuous distribution to the data. + + Notes + ----- + The `fit_dist` method uses the `dist.fit` function from Scipy to estimate + distribution parameters. If the fitted distribution requires additional + parameters beyond `loc` and `scale`, they are stored in the `pars` attribute. + """ + + def __post_init__(self): + """ + Post initializes the Dist class by fitting the distribution. + """ + data_fit = self.data_window if self.data_window is not None else self.data + pars, loc, scale = self.fit_dist(data=data_fit, dist=self.dist) + self.loc = loc + self.scale = scale + self.pars = pars + + if self.prob_zero: + self.p0 = (data_fit == 0.0).sum() / len(data_fit) + + @staticmethod + def fit_dist(data: Series, dist: ContinuousDist) -> Tuple[Optional[List[float]], float, float]: + """ + Fits a Scipy continuous distribution to the data. + + Parameters + ---------- + data : Series + The input data for fitting. + dist : ContinuousDist + The continuous distribution to be fitted. + + Returns + ------- + Tuple + Tuple containing distribution parameters (pars, loc, scale). + """ + fit_tuple = dist.fit(data, scale=std(data)) + if len(fit_tuple) == 2: + loc, scale = fit_tuple + pars = None + else: + *pars, loc, scale = fit_tuple + return pars, loc, scale + + def cdf(self) -> Series: + """Compute cumulative density function of a Scipy Continuous Distribution""" + if self.pars is not None: + cdf = self.dist.cdf( + self.data.values, self.pars, loc=self.loc, scale=self.scale + ) + else: + cdf = self.dist.cdf(self.data.values, loc=self.loc, scale=self.scale) + + if self.prob_zero: + cdf = self.p0 + (1 - self.p0) * cdf + cdf[self.data == 0.0] = self.p0 + + return Series(cdf, index=self.data.index, dtype=float) + + def pdf(self) -> Series: + data_pdf = self.data.sort_values() + if self.pars is not None: + pdf = self.dist.pdf( + data_pdf.values, self.pars, loc=self.loc, scale=self.scale + ) + else: + pdf = self.dist.pdf(data_pdf.values, loc=self.loc, scale=self.scale) + + # TODO: check what to do if prob_zero + + return Series(pdf, index=data_pdf.index, dtype=float) + + def ks_test( + self, + method: Literal["auto", "exact", "approx", "asymp"] = "auto", + ) -> float: + """Fit a distribution and perform the two-sided + Kolmogorov-Smirnov test for goodness of fit. The + null hypothesis is that the data and distributions + are identical, the alternative is that they are + not identical. [scipy_2021]_ + + Parameters + ---------- + method : Literal['auto', 'exact', 'approx', 'asymp'], optional + Defines the distribution used for calculating the p-value. The + following options are available (default is 'auto'): 'auto' selects + one of the other options, 'exact' uses the exact distribution of + test statistic, 'approx' approximates the two-sided probability + with twice the one-sided probability, 'asymp' uses asymptotic + distribution of test statistic + + Returns + ------- + float + p-value + + References + ------- + .. [scipy_2021] Onnen, H.: Intro to Probability + Distributions and Distribution Fitting with Pythons + SciPy, 2021. + """ + args = ( + (self.pars, self.loc, self.scale) + if self.pars is not None + else (self.loc, self.scale) + ) + kstest_result = kstest( + rvs=self.data, cdf=self.dist.name, args=args, method=method + ) + # rej_h0 = kstest_result.pvalue < alpha + return kstest_result.pvalue diff --git a/src/spei/si.py b/src/spei/si.py index b0bf6e6..9b359b8 100644 --- a/src/spei/si.py +++ b/src/spei/si.py @@ -1,390 +1,401 @@ -import logging -from dataclasses import dataclass, field -from typing import Dict, Optional - -from numpy import ceil, linspace, nan -from pandas import DataFrame, Grouper, Series, Timedelta -from scipy.stats import fisk, gamma, genextreme, norm - -from ._typing import ContinuousDist -from .dist import Dist -from .utils import ( - daily_window_group_yearly_df, - get_data_series, - group_yearly_df, - infer_frequency, - validate_series, -) - - -def sgi( - series: Series, - timescale: int = 0, - fit_freq: Optional[str] = None, -) -> Series: - """Method to compute the Standardized Groundwater Index [sgi_2013]_. Same - method as in Pastas. Uses the normal scores transform to calculate the - cumulative density function. - - Parameters - ---------- - series: pandas.Series - Pandas time series of the groundwater levels. Time series index - should be a pandas DatetimeIndex. - - Returns - ------- - pandas.Series - - References - ---------- - .. [sgi_2013] Bloomfield, J. P. and Marchant, B. P.: Analysis of - groundwater drought building on the standardised precipitation index - approach. Hydrol. Earth Syst. Sci., 17, 4769–4787, 2013. - """ - - mock_dist = norm - sgi = SI( - series=series, - dist=mock_dist, - timescale=timescale, - fit_freq=fit_freq, - fit_window=0, - prob_zero=False, - normal_scores_transform=True, - ) - return sgi.norm_ppf() - - -def spi( - series: Series, - dist: ContinuousDist = gamma, - timescale: int = 0, - fit_freq: Optional[str] = None, - fit_window: int = 0, - prob_zero: bool = True, -) -> Series: - """Method to compute the Standardized Precipitation Index [spi_2002]_. - - Parameters - ---------- - series: pandas.Series - Pandas time series of the precipitation. Time series index - should be a pandas DatetimeIndex. - dist: scipy.stats.rv_continuous - Can be any continuous distribution from the scipy.stats library. - However, for the SPI generally the Gamma probability density - function is recommended. Other appropriate choices could be the - lognormal, log-logistic (fisk) or PearsonIII distribution. - prob_zero: bool - Option to correct the distribution if x=0 is not in probability - density function. E.g. the case with the Gamma distriubtion. - - Returns - ------- - pandas.Series - - References - ---------- - .. [spi_2002] LLoyd-Hughes, B. and Saunders, M.A.: A drought - climatology for Europe. International Journal of Climatology, - 22, 1571-1592, 2002. - """ - - spi = SI( - series=series, - dist=dist, - timescale=timescale, - fit_freq=fit_freq, - fit_window=fit_window, - prob_zero=prob_zero, - normal_scores_transform=False, - ) - spi.fit_distribution() - return spi.norm_ppf() - - -def spei( - series: Series, - dist: ContinuousDist = fisk, - timescale: int = 0, - fit_freq: Optional[str] = None, - fit_window: int = 0, - prob_zero: bool = False, -) -> Series: - """Method to compute the Standardized Precipitation Evaporation Index - [spei_2010]_. - - Parameters - ---------- - series: pandas.Series - Pandas time series of the precipitation. Time series index - should be a pandas DatetimeIndex. - dist: scipy.stats.rv_continuous - Can be any continuous distribution from the scipy.stats library. - However, for the SPEI generally the log-logistic (fisk) probability - density function is recommended. Other appropriate choices could be - the lognormal or PearsonIII distribution. - - Returns - ------- - pandas.Series - - References - ---------- - .. [spei_2010] Vicente-Serrano S.M., Beguería S., López-Moreno J.I.: - A Multi-scalar drought index sensitive to global warming: The - Standardized Precipitation Evapotranspiration Index. - Journal of Climate, 23, 1696-1718, 2010. - """ - - spei = SI( - series=series, - dist=dist, - timescale=timescale, - fit_freq=fit_freq, - fit_window=fit_window, - prob_zero=prob_zero, - normal_scores_transform=False, - ) - spei.fit_distribution() - return spei.norm_ppf() - - -def ssfi( - series: Series, - dist: ContinuousDist = genextreme, - timescale: int = 0, - fit_freq: Optional[str] = None, - fit_window: int = 0, - prob_zero: bool = True, -) -> Series: - """Method to compute the Standardized StreamFlow Index [ssfi_2020]_. - - Parameters - ---------- - series: pandas.Series - Pandas time series of the precipitation. Time series index - should be a pandas DatetimeIndex. - dist: scipy.stats.rv_continuous - Can be any continuous distribution from the scipy.stats library. - However, for the SSFI generally the gamma probability density - function is recommended. Other appropriate choices could be the - normal, lognormal, pearsonIII, GEV or Gen-Logistic distribution. - - Returns - ------- - pandas.Series - - References - ---------- - .. [ssfi_2020] Tijdeman, E., Stahl, K., & Tallaksen, L. M.: - Drought characteristics derived based on the Standardized - Streamflow Index: A large sample comparison for parametric - and nonparametric methods. Water Resources Research, 56, 2020. - """ - ssfi = SI( - series=series, - dist=dist, - timescale=timescale, - fit_freq=fit_freq, - fit_window=fit_window, - prob_zero=prob_zero, - normal_scores_transform=False, - ) - ssfi.fit_distribution() - return ssfi.norm_ppf() - - -@dataclass -class SI: - """ - Standardized Index Class. - - Parameters - ---------- - series : Series - The input time series data. - dist : ContinuousDist - The SciPy continuous distribution associated with the data. - timescale : int, optional, default=0 - Rolling window timescale in days over which the series is summed. For - SI1 the user would provide timescale=30, for SI3: timescale=90, SI6: - timescale=180 etc. - fit_freq : str, optional, default=None - Frequency for fitting the distribution. Default is None in which case - the frequency of the series is inferred. If this fails a monthly - frequency is used. - fit_window : int, optional, default=0 - Window size for fitting data in fit_freq frequency's unit. Default is - zero in which case only data within the fit_freq is considered. If - larger than zero data data within the window is used to fit the - distribution for the series. fit_window must be a odd number larger - than 3 when used. - prob_zero : bool, default=False - Flag indicating whether the probability of zero values in the series is - calculated by the occurence. - normal_scores_transform : bool, default=False - Flag to use the normal scores transformation for calculating the - cumulative density function. - - Attributes - ---------- - _grouped_year : DataFrame - Dataframe with all data grouped in a one-year (2000) DataFrame with the - original years as columns - _dist_dict : Dict[int, Dist] - Dictionary of distributions used to fit the data. - - """ - - series: Series = field(repr=False) - dist: ContinuousDist - timescale: int = 0 - fit_freq: Optional[str] = field(default=None) - fit_window: int = field(default=0) - prob_zero: bool = field(default=True) - normal_scores_transform: bool = field(default=True) - _grouped_year: DataFrame = field(init=False, repr=False, compare=False) - _dist_dict: Dict[int, Dist] = field( - default_factory=dict, init=False, repr=False, compare=False - ) - - def __post_init__(self) -> None: - """ - Post initializes the SI class and performs necessary data preprocessing and validation. - """ - self.series = validate_series(self.series) - - if self.timescale > 0: - self.series = ( - self.series.rolling(f"{self.timescale}D", min_periods=self.timescale) - .sum() - .dropna() - .copy() - ) - - if self.fit_freq is None: - self.fit_freq = infer_frequency(self.series.index) - - self._grouped_year = group_yearly_df(series=self.series) - - if self.fit_window > 0: - if self.fit_window < 3: - logging.error( - "Window should be larger than 2. Setting the window value to 3." - ) - self.fit_window = 3 # make sure window is at least three - elif self.fit_window % 2 == 0: - logging.error( - f"Window should be odd. Setting the window value to {self.fit_window + 1}" - ) - self.fit_window += 1 # make sure window is odd - - def fit_distribution(self): - """Fit distribution on the time series per fit_frequency and/or fit_window""" - if self.normal_scores_transform: - logging.info("Using normal-scores-transform. No distribution is fitted.") - - elif self.fit_window > 0: - if self.fit_freq not in ( - "d", - "w", - "D", - "W", - ): # TODO: ideally 14D should also work. - raise ValueError( - f"Frequency fit_freq must be 'D' or 'W', not '{self.fit_freq}', if a fit_window is provided." - ) - - logging.info("Using rolling window method") - window = self.fit_window - period = int(ceil(window / 2)) - if self.fit_freq in ("W", "w"): - period = Timedelta(value=period, unit="W").days - window = period * 2 + 1 - - dfval_window = daily_window_group_yearly_df( - dfval=self._grouped_year, period=period - ) - for i, dfval_rwindow in enumerate( - dfval_window.rolling(window=window, min_periods=window, closed="right") - ): - if len(dfval_rwindow) < window: - continue # min_periods ignored by Rolling.__iter__ - data = get_data_series(dfval_rwindow.iloc[[period]]) - data_window = get_data_series(dfval_rwindow) - fd = Dist( - data=data, - dist=self.dist, - prob_zero=self.prob_zero, - data_window=data_window, - ) - self._dist_dict[i] = fd - else: - logging.info("Using groupby fit by frequency method") - for i, (_, grval) in enumerate( - self._grouped_year.groupby(Grouper(freq=self.fit_freq)) - ): - data = get_data_series(grval) - fd = Dist( - data=data, - dist=self.dist, - prob_zero=self.prob_zero, - data_window=None, - ) - self._dist_dict[i] = fd - - def cdf(self): - """Compute the cumulative density function""" - if self.normal_scores_transform: - cdf = self.cdf_nsf() - else: - cdf = Series(nan, index=self.series.index, dtype=float) - for k in self._dist_dict: - cdf_k = self._dist_dict[k].cdf() - cdf.loc[cdf_k.index] = cdf_k.values - - return cdf - - def pdf(self): - """Compute the probability density function""" - if self.normal_scores_transform: - pdf = self.cdf().diff() - pdf = Series(nan, index=self.series.index, dtype=float) - for k in self._dist_dict: - pdf_k = self._dist_dict[k].pdf() - pdf.loc[pdf_k.index] = pdf_k.values - return pdf - - def cdf_nsf(self) -> Series: - """Compute the cumulative density function using the Normal Scores - Transform - - Returns - ------- - Series - """ - logging.info("Using the normal scores transform") - cdf = Series(nan, index=self.series.index, dtype=float) - for _, grval in self._grouped_year.groupby(Grouper(freq=self.fit_freq)): - data = get_data_series(grval).sort_values() - n = len(data) - cdf.loc[data.index] = linspace(1 / (2 * n), 1 - 1 / (2 * n), n) - return cdf - - def norm_ppf(self) -> Series: - """Method to calculate propability point function of normal - distribution based on a cumulative density function of a fitted - distribution - - Returns - ------- - Series - """ - - cdf = self.cdf() - ppf = Series( - norm.ppf(cdf.values, loc=0, scale=1), index=self.series.index, dtype=float - ) - return ppf +import logging +from dataclasses import dataclass, field +from typing import Dict, Optional + +from numpy import ceil, linspace, nan +from pandas import DataFrame, Grouper, Series, Timedelta, Timestamp +from scipy.stats import fisk, gamma, genextreme, norm + +from ._typing import ContinuousDist +from .dist import Dist +from .utils import ( + daily_window_group_yearly_df, + get_data_series, + group_yearly_df, + infer_frequency, + validate_series, +) + + +def sgi( + series: Series, + fit_freq: Optional[str] = None, +) -> Series: + """Method to compute the Standardized Groundwater Index [sgi_2013]_. Same + method as in Pastas. Uses the normal scores transform to calculate the + cumulative density function. + + Parameters + ---------- + series: pandas.Series + Pandas time series of the groundwater levels. Time series index + should be a pandas DatetimeIndex. + + Returns + ------- + pandas.Series + + References + ---------- + .. [sgi_2013] Bloomfield, J. P. and Marchant, B. P.: Analysis of + groundwater drought building on the standardised precipitation index + approach. Hydrol. Earth Syst. Sci., 17, 4769–4787, 2013. + """ + + mock_dist = norm + sgi = SI( + series=series, + dist=mock_dist, + timescale=0, + fit_freq=fit_freq, + fit_window=0, + prob_zero=False, + normal_scores_transform=True, + ) + return sgi.norm_ppf() + + +def spi( + series: Series, + dist: ContinuousDist = gamma, + timescale: int = 0, + fit_freq: Optional[str] = None, + fit_window: int = 0, + prob_zero: bool = True, +) -> Series: + """Method to compute the Standardized Precipitation Index [spi_2002]_. + + Parameters + ---------- + series: pandas.Series + Pandas time series of the precipitation. Time series index + should be a pandas DatetimeIndex. + dist: scipy.stats.rv_continuous + Can be any continuous distribution from the scipy.stats library. + However, for the SPI generally the Gamma probability density + function is recommended. Other appropriate choices could be the + lognormal, log-logistic (fisk) or PearsonIII distribution. + prob_zero: bool + Option to correct the distribution if x=0 is not in probability + density function. E.g. the case with the Gamma distriubtion. + + Returns + ------- + pandas.Series + + References + ---------- + .. [spi_2002] LLoyd-Hughes, B. and Saunders, M.A.: A drought + climatology for Europe. International Journal of Climatology, + 22, 1571-1592, 2002. + """ + + spi = SI( + series=series, + dist=dist, + timescale=timescale, + fit_freq=fit_freq, + fit_window=fit_window, + prob_zero=prob_zero, + normal_scores_transform=False, + ) + spi.fit_distribution() + return spi.norm_ppf() + + +def spei( + series: Series, + dist: ContinuousDist = fisk, + timescale: int = 0, + fit_freq: Optional[str] = None, + fit_window: int = 0, + prob_zero: bool = False, +) -> Series: + """Method to compute the Standardized Precipitation Evaporation Index + [spei_2010]_. + + Parameters + ---------- + series: pandas.Series + Pandas time series of the precipitation. Time series index + should be a pandas DatetimeIndex. + dist: scipy.stats.rv_continuous + Can be any continuous distribution from the scipy.stats library. + However, for the SPEI generally the log-logistic (fisk) probability + density function is recommended. Other appropriate choices could be + the lognormal or PearsonIII distribution. + + Returns + ------- + pandas.Series + + References + ---------- + .. [spei_2010] Vicente-Serrano S.M., Beguería S., López-Moreno J.I.: + A Multi-scalar drought index sensitive to global warming: The + Standardized Precipitation Evapotranspiration Index. + Journal of Climate, 23, 1696-1718, 2010. + """ + + spei = SI( + series=series, + dist=dist, + timescale=timescale, + fit_freq=fit_freq, + fit_window=fit_window, + prob_zero=prob_zero, + normal_scores_transform=False, + ) + spei.fit_distribution() + return spei.norm_ppf() + + +def ssfi( + series: Series, + dist: ContinuousDist = genextreme, + timescale: int = 0, + fit_freq: Optional[str] = None, + fit_window: int = 0, + prob_zero: bool = True, +) -> Series: + """Method to compute the Standardized StreamFlow Index [ssfi_2020]_. + + Parameters + ---------- + series: pandas.Series + Pandas time series of the precipitation. Time series index + should be a pandas DatetimeIndex. + dist: scipy.stats.rv_continuous + Can be any continuous distribution from the scipy.stats library. + However, for the SSFI generally the gamma probability density + function is recommended. Other appropriate choices could be the + normal, lognormal, pearsonIII, GEV or Gen-Logistic distribution. + + Returns + ------- + pandas.Series + + References + ---------- + .. [ssfi_2020] Tijdeman, E., Stahl, K., & Tallaksen, L. M.: + Drought characteristics derived based on the Standardized + Streamflow Index: A large sample comparison for parametric + and nonparametric methods. Water Resources Research, 56, 2020. + """ + ssfi = SI( + series=series, + dist=dist, + timescale=timescale, + fit_freq=fit_freq, + fit_window=fit_window, + prob_zero=prob_zero, + normal_scores_transform=False, + ) + ssfi.fit_distribution() + return ssfi.norm_ppf() + + +@dataclass +class SI: + """ + Standardized Index Class. + + Parameters + ---------- + series : Series + The input time series data. + dist : ContinuousDist + The SciPy continuous distribution associated with the data. + timescale : int, optional, default=0 + Rolling window timescale in days over which the series is summed. For + SI1 the user would provide timescale=30, for SI3: timescale=90, SI6: + timescale=180 etc. + fit_freq : str, optional, default=None + Frequency for fitting the distribution. Default is None in which case + the frequency of the series is inferred. If this fails a monthly + frequency is used. + fit_window : int, optional, default=0 + Window size for fitting data in fit_freq frequency's unit. Default is + zero in which case only data within the fit_freq is considered. If + larger than zero data data within the window is used to fit the + distribution for the series. fit_window must be a odd number larger + than 3 when used. + prob_zero : bool, default=False + Flag indicating whether the probability of zero values in the series is + calculated by the occurence. + normal_scores_transform : bool, default=False + Flag to use the normal scores transformation for calculating the + cumulative density function. + + Attributes + ---------- + _grouped_year : DataFrame + Dataframe with all data grouped in a one-year (2000) DataFrame with the + original years as columns + _dist_dict : Dict[int, Dist] + Dictionary of distributions used to fit the data. + + """ + + series: Series = field(repr=False) + dist: ContinuousDist + timescale: int = 0 + fit_freq: Optional[str] = field(default=None) + fit_window: int = field(default=0) + prob_zero: bool = field(default=False) + normal_scores_transform: bool = field(default=False) + _grouped_year: DataFrame = field(init=False, repr=False, compare=False) + _dist_dict: Dict[int, Dist] = field( + default_factory=dict, init=False, repr=False, compare=False + ) + + def __post_init__(self) -> None: + """ + Post initializes the SI class and performs necessary data + preprocessing and validation. + """ + self.series = validate_series(self.series) + + if self.timescale > 0: + self.series = ( + self.series.rolling(f"{self.timescale}D", min_periods=self.timescale) + .sum() + .dropna() + .copy() + ) + + if self.fit_freq is None: + self.fit_freq = infer_frequency(self.series.index) + + self._grouped_year = group_yearly_df(series=self.series) + + if self.fit_window > 0: + if self.fit_window < 3: + logging.error( + "Window should be larger than 2. Setting the window value to 3." + ) + self.fit_window = 3 # make sure window is at least three + elif self.fit_window % 2 == 0: + logging.error( + "Window should be odd. Setting the window value to" + f"{self.fit_window + 1}" + ) + self.fit_window += 1 # make sure window is odd + + def fit_distribution(self): + """ + Fit distribution on the time series per fit_frequency and/or fit_window + """ + + if self.normal_scores_transform: + logging.info("Using normal-scores-transform. No distribution is fitted.") + + elif self.fit_window > 0: + if self.fit_freq not in ( + "d", + "w", + "D", + "W", + ): # TODO: ideally 14D should also work. + raise ValueError( + "Frequency fit_freq must be 'D' or 'W', not " + f"'{self.fit_freq}', if a fit_window is provided." + ) + + logging.info("Using rolling window method") + window = self.fit_window + period = int(ceil(window / 2)) + if self.fit_freq in ("W", "w"): + period = Timedelta(value=period, unit="W").days + window = period * 2 + 1 + + dfval_window = daily_window_group_yearly_df( + dfval=self._grouped_year, period=period + ) + for dfval_rwindow in dfval_window.rolling(window=window, min_periods=window, closed="right"): + if len(dfval_rwindow) < window: + continue # min_periods ignored by Rolling.__iter__ + date = dfval_rwindow.index[period] + data = get_data_series(dfval_rwindow.loc[[date]]) + data_window = get_data_series(dfval_rwindow) + fd = Dist( + data=data, + dist=self.dist, + prob_zero=self.prob_zero, + data_window=data_window, + ) + self._dist_dict[date] = fd + else: + logging.info("Using groupby fit by frequency method") + for date, grval in self._grouped_year.groupby(Grouper(freq=self.fit_freq)): + data = get_data_series(grval) + fd = Dist( + data=data, + dist=self.dist, + prob_zero=self.prob_zero, + data_window=None, + ) + self._dist_dict[date] = fd + + def cdf(self): + """Compute the cumulative density function""" + if self.normal_scores_transform: + cdf = self.cdf_nsf() + else: + cdf = Series(nan, index=self.series.index, dtype=float) + for k in self._dist_dict: + cdf_k = self._dist_dict[k].cdf() + cdf.loc[cdf_k.index] = cdf_k.values + + return cdf + + def pdf(self): + """Compute the probability density function""" + if self.normal_scores_transform: + pdf = self.cdf().diff() + pdf = Series(nan, index=self.series.index, dtype=float) + for k in self._dist_dict: + pdf_k = self._dist_dict[k].pdf() + pdf.loc[pdf_k.index] = pdf_k.values + return pdf + + def cdf_nsf(self) -> Series: + """ + Compute the cumulative density function using the Normal Scores + Transform + + Returns + ------- + Series + """ + logging.info("Using the normal scores transform") + cdf = Series(nan, index=self.series.index, dtype=float) + for _, grval in self._grouped_year.groupby(Grouper(freq=self.fit_freq)): + data = get_data_series(grval).sort_values() + n = len(data) + cdf.loc[data.index] = linspace(1 / (2 * n), 1 - 1 / (2 * n), n) + return cdf + + def norm_ppf(self) -> Series: + """ + Method to calculate propability point function of normal distribution + based on a cumulative density function of a fitted distribution + + Returns + ------- + Series + """ + + cdf = self.cdf() + ppf = Series( + norm.ppf(cdf.values, loc=0, scale=1), index=self.series.index, dtype=float + ) + return ppf + + def get_dist(self, date: Timestamp) -> Dist: + for k in self._dist_dict: + dist = self._dist_dict[k] + if date in dist.data.index: + return dist + else: + raise KeyError("Date not found in distributions") diff --git a/src/spei/utils.py b/src/spei/utils.py index ad940b1..d177542 100644 --- a/src/spei/utils.py +++ b/src/spei/utils.py @@ -1,137 +1,137 @@ -import logging -from calendar import isleap -from typing import Union - -from numpy import array, nan -from pandas import DataFrame, DatetimeIndex, Grouper, Index, Series, Timedelta -from pandas import __version__ as pd_version -from pandas import concat, infer_freq, to_datetime - - -def validate_series(series: Series) -> Series: - series = series.copy() - - if not isinstance(series, Series): - if isinstance(series, DataFrame): - if len(series.columns) == 1: - logging.warning( - "Please convert series of type pandas.DataFrame to a" - "pandas.Series using DataFrame.squeeze(). Now done automatically." - ) - series = series.squeeze() - else: - raise TypeError( - "Please provide a pandas.Series instead of a pandas.DataFrame" - ) - else: - raise TypeError(f"Please provide a Pandas Series instead of {type(series)}") - - index = validate_index(series.index) - - return series.reindex(index, copy=True) - - -def validate_index(index: Index) -> DatetimeIndex: - index = index.copy() - - if not isinstance(index, DatetimeIndex): - logging.info( - f"Expected the index to be a DatetimeIndex. Automatically converted " - f"{type(index)} using pd.to_datetime(Index)" - ) - index = DatetimeIndex(to_datetime(index)) - - if index.has_duplicates: - msg = ( - "Duplicated indices found. Please remove them. For instance by" - " using `series = " - "series.loc[~series.index.duplicated(keep='first/last')]`" - ) - logging.error(msg) - raise ValueError(msg) - - return index - - -def infer_frequency(index: Union[Index, DatetimeIndex]) -> str: - """Infer frequency""" - - index = validate_index(index) - - inf_freq = infer_freq(index) - - if inf_freq is None: - logging.info( - "Could not infer frequency from index, using monthly frequency instead" - ) - inf_freq = "ME" if pd_version >= "2.1.0" else "M" - else: - logging.info(f"Inferred frequency '{inf_freq}' from index") - - if "W-" in inf_freq: - logging.info(f"Converted frequncy weekly '{inf_freq}' to 'W'") - inf_freq = "W" - - return inf_freq - - -def group_yearly_df(series: Series) -> DataFrame: - """Group series in a DataFrame with date (in the year 2000) as index and - year as columns. - """ - strfstr: str = "%m-%d %H:%M:%S" - grs = {} - freq = "YE" if pd_version >= "2.1.0" else "Y" - for year_timestamp, gry in series.groupby(Grouper(freq=freq)): - index = validate_index(gry.index) - gry.index = to_datetime( - "2000-" + index.strftime(strfstr), format="%Y-" + strfstr - ) - year = getattr(year_timestamp, "year") # type: str - grs[year] = gry - return concat(grs, axis=1) - - -def get_data_series(group_df: DataFrame) -> Series: - """Transform grouped dataframe by yearly values back to time series.""" - strfstr: str = "%m-%d %H:%M:%S" - index = validate_index(group_df.index) - idx = array( - [(f"{col}-" + index.strftime(strfstr)).tolist() for col in group_df.columns] - ).flatten() - # remove illegal 29 febraury for non leap years created by group_yearly_df - boolidx = ~array( - [ - (x.split(" ")[0].split("-", 1)[1] == "02-29") - and not isleap(int(x.split(" ")[0].split("-")[0])) - for x in idx - ] - ) - - dt_idx = to_datetime(idx[boolidx], format="%Y-" + strfstr) - values = group_df.transpose().values.flatten()[boolidx] - return Series(values, index=dt_idx, dtype=float).dropna() - - -def daily_window_group_yearly_df(dfval: DataFrame, period: int) -> DataFrame: - """Fill a period of daily values in grouped by yearly DataFrame to get - cyclic rolling window. - """ - dfval_window_index_start = [ - dfval.index[0] + Timedelta(value=-i, unit="D") - for i in reversed(range(1, period)) - ] - dfval_window_index_end = [ - dfval.index[-1] + Timedelta(value=i, unit="D") for i in range(1, period) - ] - dfval_window_index = DatetimeIndex( - dfval_window_index_start + dfval.index.to_list() + dfval_window_index_end - ) - - dfval_window = DataFrame( - nan, index=dfval_window_index, columns=dfval.columns, dtype=float - ) - dfval_window.loc[dfval.index, dfval.columns] = dfval.values - dfval_window.iloc[: period - 1] = dfval.iloc[-period + 1 :].values - dfval_window.iloc[-period + 1 :] = dfval.iloc[: period - 1].values - return dfval_window +import logging +from calendar import isleap +from typing import Union + +from numpy import array, nan +from pandas import DataFrame, DatetimeIndex, Grouper, Index, Series, Timedelta +from pandas import __version__ as pd_version +from pandas import concat, infer_freq, to_datetime + + +def validate_series(series: Series) -> Series: + series = series.copy() + + if not isinstance(series, Series): + if isinstance(series, DataFrame): + if len(series.columns) == 1: + logging.warning( + "Please convert series of type pandas.DataFrame to a" + "pandas.Series using DataFrame.squeeze(). Now done automatically." + ) + series = series.squeeze() + else: + raise TypeError( + "Please provide a pandas.Series instead of a pandas.DataFrame" + ) + else: + raise TypeError(f"Please provide a Pandas Series instead of {type(series)}") + + index = validate_index(series.index) + + return series.reindex(index, copy=True) + + +def validate_index(index: Index) -> DatetimeIndex: + index = index.copy() + + if not isinstance(index, DatetimeIndex): + logging.info( + f"Expected the index to be a DatetimeIndex. Automatically converted " + f"{type(index)} using pd.to_datetime(Index)" + ) + index = DatetimeIndex(to_datetime(index)) + + if index.has_duplicates: + msg = ( + "Duplicated indices found. Please remove them. For instance by" + " using `series = " + "series.loc[~series.index.duplicated(keep='first/last')]`" + ) + logging.error(msg) + raise ValueError(msg) + + return index + + +def infer_frequency(index: Union[Index, DatetimeIndex]) -> str: + """Infer frequency""" + + index = validate_index(index) + + inf_freq = infer_freq(index) + + if inf_freq is None: + logging.info( + "Could not infer frequency from index, using monthly frequency instead" + ) + inf_freq = "ME" if pd_version >= "2.1.0" else "M" + else: + logging.info(f"Inferred frequency '{inf_freq}' from index") + + if "W-" in inf_freq: + logging.info(f"Converted frequncy weekly '{inf_freq}' to 'W'") + inf_freq = "W" + + return inf_freq + + +def group_yearly_df(series: Series) -> DataFrame: + """Group series in a DataFrame with date (in the year 2000) as index and + year as columns. + """ + strfstr: str = "%m-%d %H:%M:%S" + grs = {} + freq = "YE" if pd_version >= "2.1.0" else "Y" + for year_timestamp, gry in series.groupby(Grouper(freq=freq)): + index = validate_index(gry.index) + gry.index = to_datetime( + "2000-" + index.strftime(strfstr), format="%Y-" + strfstr + ) + year = getattr(year_timestamp, "year") # type: str + grs[year] = gry + return concat(grs, axis=1) + + +def get_data_series(group_df: DataFrame) -> Series: + """Transform grouped dataframe by yearly values back to time series.""" + strfstr: str = "%m-%d %H:%M:%S" + index = validate_index(group_df.index) + idx = array( + [(f"{col}-" + index.strftime(strfstr)).tolist() for col in group_df.columns] + ).flatten() + # remove illegal 29 febraury for non leap years created by group_yearly_df + boolidx = ~array( + [ + (x.split(" ")[0].split("-", 1)[1] == "02-29") + and not isleap(int(x.split(" ")[0].split("-")[0])) + for x in idx + ] + ) + + dt_idx = to_datetime(idx[boolidx], format="%Y-" + strfstr) + values = group_df.transpose().values.flatten()[boolidx] + return Series(values, index=dt_idx, dtype=float).dropna() + + +def daily_window_group_yearly_df(dfval: DataFrame, period: int) -> DataFrame: + """Fill a period of daily values in grouped by yearly DataFrame to get + cyclic rolling window. + """ + dfval_window_index_start = [ + dfval.index[0] + Timedelta(value=-i, unit="D") + for i in reversed(range(1, period+1)) + ] + dfval_window_index_end = [ + dfval.index[-1] + Timedelta(value=i, unit="D") for i in range(1, period+1) + ] + dfval_window_index = DatetimeIndex( + dfval_window_index_start + dfval.index.to_list() + dfval_window_index_end + ) + + dfval_window = DataFrame( + nan, index=dfval_window_index, columns=dfval.columns, dtype=float + ) + dfval_window.loc[dfval.index, dfval.columns] = dfval.values + dfval_window.iloc[: period] = dfval.iloc[-period :].values + dfval_window.iloc[-period :] = dfval.iloc[: period].values + return dfval_window diff --git a/tests/test_si.py b/tests/test_si.py index e9ba8de..b6aca6c 100644 --- a/tests/test_si.py +++ b/tests/test_si.py @@ -1,27 +1,27 @@ -from pandas import Series - -from spei import sgi, spei, spi, ssfi - - -def test_spi(prec: Series) -> None: - precr = prec.rolling("30D", min_periods=30).sum().dropna() - spi(precr, fit_freq="ME", prob_zero=True) - - -def test_spei(prec: Series, evap: Series) -> None: - n = (prec - evap).rolling("30D", min_periods=30).sum().dropna() - spei(n, fit_freq="ME") - - -def test_sgi(head: Series) -> None: - sgi(head, fit_freq="ME") - - -def test_sffi(prec: Series) -> None: - sf = prec.rolling("30D", min_periods=30).sum().dropna() - ssfi(sf) - - -def test_window(prec: Series, evap: Series) -> None: - n = (prec - evap).rolling("30D", min_periods=30).sum().dropna() - spei(n, fit_freq="W", fit_window=3) +from pandas import Series + +from spei import sgi, spei, spi, ssfi + + +def test_spi(prec: Series) -> None: + precr = prec.rolling("30D", min_periods=30).sum().dropna() + spi(precr, fit_freq="ME", prob_zero=True) + + +def test_spei(prec: Series, evap: Series) -> None: + n = (prec - evap).rolling("30D", min_periods=30).sum().dropna() + spei(n, fit_freq="ME") + + +def test_sgi(head: Series) -> None: + sgi(head, fit_freq="ME") + + +def test_sffi(prec: Series) -> None: + sf = prec.rolling("30D", min_periods=30).sum().dropna() + ssfi(sf) + + +def test_window(prec: Series, evap: Series) -> None: + n = (prec - evap).rolling("30D", min_periods=30).sum().dropna() + spei(n, fit_freq="W", fit_window=3) From ec46452479ea21a1603fd01a1f08723ed5c1b8ad Mon Sep 17 00:00:00 2001 From: Martin Vonk Date: Thu, 14 Mar 2024 00:35:46 +0100 Subject: [PATCH 35/38] fix tests --- doc/examples/example02_distributions.ipynb | 687 +++++++++--------- .../example04_package_comparison.ipynb | 4 +- src/spei/__init__.py | 2 +- src/spei/dist.py | 4 +- src/spei/si.py | 14 +- src/spei/utils.py | 8 +- 6 files changed, 367 insertions(+), 352 deletions(-) diff --git a/doc/examples/example02_distributions.ipynb b/doc/examples/example02_distributions.ipynb index 9a1c035..ff7b746 100644 --- a/doc/examples/example02_distributions.ipynb +++ b/doc/examples/example02_distributions.ipynb @@ -1,343 +1,350 @@ { - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Notebook 02 - Distributions\n", - "\n", - "*Martin Vonk - 2022*\n", - "\n", - "This notebooks shows an example of choosing the right distribution of the precipitation or precipitation-excess. Note that this notebooks focusses on visually interpreting this data. There are also tests to check the validity of a distribution. However these are not currently implemented in this package.\n", - "\n", - "## Required packages" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Versions\n", - "python: 3.10.12\n", - "spei: 0.4.0\n", - "numpy: 1.26.4\n", - "scipy: 1.12.0\n", - "matplotlib: 3.8.3\n", - "pandas: 2.2.1\n", - "\n" - ] - } - ], - "source": [ - "from calendar import month_name\n", - "import spei as si # si for standardized index\n", - "import pandas as pd\n", - "import scipy.stats as scs\n", - "import matplotlib.pyplot as plt\n", - "\n", - "print(si.show_versions())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Load time series\n", - "\n", - "We use time series from the Netherlands. The precipitation and precipitation-excess (precipitation - potential evaporation) time series are accumulated on with a 30D rolling sum." - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fileurl = \"https://raw.githubusercontent.com/pastas/pastas/master/doc/examples/data\"\n", - "rain = (\n", - " pd.read_csv(f\"{fileurl}/rain_nb1.csv\", index_col=0, parse_dates=True)\n", - " .squeeze()\n", - " .multiply(1e3)\n", - ") # to mm\n", - "evap = (\n", - " pd.read_csv(f\"{fileurl}/evap_nb1.csv\", index_col=0, parse_dates=True)\n", - " .squeeze()\n", - " .multiply(1e3)\n", - ") # to mm\n", - "\n", - "# accumulate time series\n", - "f = 30\n", - "prec = rain.rolling(f\"{f}D\", min_periods=f).sum().dropna()\n", - "pe = (rain - evap).dropna().rolling(f\"{f}D\", min_periods=f).sum().dropna()\n", - "pe.plot(xlabel=\"\", ylabel=\"[mm]\", title=\"Precipitation Excess\", figsize=(7, 5))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Plot distributions\n", - "\n", - "The internal plot.dist method can be used to plot the (cumulative) histogram and the scipy.stats distribution fit. The given distribution using a [maximum likelihood estimate](https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.rv_continuous.fit.html#scipy.stats.rv_continuous.fit) where a negative log-likelihood function is minimized. It can be important to visually check if the (cumulative) density function is actually valid for the (cumulative) histogram of the data. Let's first try that for the pearson3 distribution. \n", - "\n", - "We'll reproduce some steps that are normally done internally. Therefor we need to create the SI class and fit the distribution." - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "spei_fisk = si.SI(pe, dist=scs.fisk, fit_freq=\"ME\")\n", - "spei_fisk.fit_distribution()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Lets fit the pearson3 distribution" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "f, axl = plt.subplots(4, 3, figsize=(6, 8), sharey=True, sharex=True)\n", - "axsr = axl.ravel()\n", - "for date, dist in spei_fisk._dist_dict.items():\n", - " cdf = dist.cdf().sort_values()\n", - " p_value = dist.ks_test()\n", - " i = date.month - 1\n", - " axsr[i].plot(\n", - " dist.data.loc[cdf.index].values, cdf.values, color=\"C0\", linewidth=1, label=f\"KS {p_value=:0.2f}\"\n", - " )\n", - " axsr[i].hist(\n", - " dist.data.values,\n", - " alpha=0.5,\n", - " density=True,\n", - " cumulative=True,\n", - " bins=20,\n", - " color=\"C1\",\n", - " )\n", - " axsr[i].set_title(month_name[date.month])\n", - " axsr[i].grid(True)\n", - " axsr[i].legend(loc=2, fontsize=6)\n", - "\n", - "[ax.set_ylabel(\"Cumulative\\nProbability [-]\") for ax in axl[:, 0]]\n", - "[ax.set_xlabel(\"PE [mm/d]\") for ax in axl[-1, :]]\n", - "f.tight_layout()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The blue plotted line is the fitted pearson3 distribution and the orange fill is the cumulative histogram. For the fitted distributions seem to describe the precipitation excess values pretty well. The legend shows the p_value of the two-sided Kolmogorov-Smirnov test for goodness of fit. The null hypothesis two-sided test is that the two distributions are identical, the alternative is that they are not identical. Say we choose a confidence level of 95%; that is, we will reject the null hypothesis in favor of the alternative if the p-value is less than 0.05. For e.g. march the p-value is lower than our threshold of 0.05, so we reject the null hypothesis in favor of the default “two-sided” alternative: the data are not distributed according to the fitted pearson3 distribution. But not finding the appropriate distribution is one of the big uncertainties of the standardized index method. However, not a perfect fit does not mean this distribution is not fit-for-purpose of calculating a drought index. That is up to the modeller to decide. \n", - "\n", - "We could try to fit another distribution, e.g. Fisk. Let's plot the probability density function instead of the cdf to get more insight." - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "\n", - "f, axl = plt.subplots(4, 3, figsize=(6, 8), sharey=True, sharex=True)\n", - "axsr = axl.ravel()\n", - "for date, dist in spei_fisk._dist_dict.items():\n", - " pdf = dist.pdf()\n", - " p_value = dist.ks_test()\n", - " i = date.month - 1\n", - " axsr[i].plot(\n", - " dist.data.loc[pdf.index].values, pdf.values, color=\"C0\", linewidth=1, label=f\"KS {p_value=:0.2f}\"\n", - " )\n", - " axsr[i].hist(\n", - " dist.data.values,\n", - " alpha=0.5,\n", - " density=True,\n", - " cumulative=False,\n", - " bins=20,\n", - " color=\"C1\",\n", - " )\n", - " axsr[i].set_title(month_name[date.month])\n", - " axsr[i].grid(True)\n", - " axsr[i].legend(loc=2, fontsize=6)\n", - "\n", - "[ax.set_ylabel(\"Probability [-]\") for ax in axl[:, 0]]\n", - "[ax.set_xlabel(\"PE [mm/d]\") for ax in axl[-1, :]]\n", - "f.tight_layout()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We can now see more cleary that there is a discrepancy between the data and the fitted distribution. However, the p_value is only less than 0.05 for march and august for the fisk distribution. For the pearson3 this was also the case for june, october and november. So the fisk distribution seems better in for this precipitation excess series than the pearson3 distribution." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Window fitting\n", - "\n", - "When the frequency of the original time series is higher than the fit frequncy, edge effects can occor. For instance if the frequency of the series is daily, but a distribution is fitted per month jumps can occur between the last and first day a new month. To prevent this the user can choose to fit a distribution on the frequency of the time series. However, fitting distributions per day gives less data per distribution to fit, sometimes resulting in a bad fit of the distribution. An example:" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "spi_d = si.spi(prec, dist=scs.fisk, fit_freq=\"D\", prob_zero=False)" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "ax = si.plot.si(spi_d, ybound=3)\n", - "ax.set_xlim(pd.Timestamp(\"2003-01-01\"), pd.Timestamp(\"2004-01-01\"));" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "As can be seen in the figure sharp peaks are visible in the SPI, e.g. in march. To get a better fit of the distribution on those days, one can try to take into account days as well. After all, it is quite logical to take into account the distribution of the 1st of march and 3rd of march when determining the distribution for the 2nd of march. Note that this does not mean the distribution is summed over a larger window. Just more data is taken into account to determine the distribution for the specific day / week. The window argument provides for this:" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [], - "source": [ - "spi_3d = si.spi(prec, dist=scs.fisk, fit_freq=\"D\", fit_window=11, prob_zero=False)" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "ax = si.plot.si(spi_3d, ybound=3)\n", - "ax.set_xlim(pd.Timestamp(\"2003-01-01\"), pd.Timestamp(\"2004-01-01\"));" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "As you can see the sudden peaks are a lot less sharp but some are still visible. Therefore it might be appropriate to choose a larger window. " - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "speidev", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.12" - }, - "orig_nbformat": 4, - "vscode": { - "interpreter": { - "hash": "2279c7ae29edfb28b339b66ce2f59ffc873c6e74c684d306a7300ed42278bdc7" - } - } + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Notebook 02 - Distributions\n", + "\n", + "*Martin Vonk - 2022*\n", + "\n", + "This notebooks shows an example of choosing the right distribution of the precipitation or precipitation-excess. Note that this notebooks focusses on visually interpreting this data. There are also tests to check the validity of a distribution. However these are not currently implemented in this package.\n", + "\n", + "## Required packages" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Versions\n", + "python: 3.10.12\n", + "spei: 0.4.0\n", + "numpy: 1.26.4\n", + "scipy: 1.12.0\n", + "matplotlib: 3.8.3\n", + "pandas: 2.2.1\n", + "\n" + ] + } + ], + "source": [ + "from calendar import month_name\n", + "import spei as si # si for standardized index\n", + "import pandas as pd\n", + "import scipy.stats as scs\n", + "import matplotlib.pyplot as plt\n", + "\n", + "print(si.show_versions())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Load time series\n", + "\n", + "We use time series from the Netherlands. The precipitation and precipitation-excess (precipitation - potential evaporation) time series are accumulated on with a 30D rolling sum." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" }, - "nbformat": 4, - "nbformat_minor": 2 + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fileurl = \"https://raw.githubusercontent.com/pastas/pastas/master/doc/examples/data\"\n", + "rain = (\n", + " pd.read_csv(f\"{fileurl}/rain_nb1.csv\", index_col=0, parse_dates=True)\n", + " .squeeze()\n", + " .multiply(1e3)\n", + ") # to mm\n", + "evap = (\n", + " pd.read_csv(f\"{fileurl}/evap_nb1.csv\", index_col=0, parse_dates=True)\n", + " .squeeze()\n", + " .multiply(1e3)\n", + ") # to mm\n", + "\n", + "# accumulate time series\n", + "f = 30\n", + "prec = rain.rolling(f\"{f}D\", min_periods=f).sum().dropna()\n", + "pe = (rain - evap).dropna().rolling(f\"{f}D\", min_periods=f).sum().dropna()\n", + "pe.plot(xlabel=\"\", ylabel=\"[mm]\", title=\"Precipitation Excess\", figsize=(7, 5))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Plot distributions\n", + "\n", + "The internal plot.dist method can be used to plot the (cumulative) histogram and the scipy.stats distribution fit. The given distribution using a [maximum likelihood estimate](https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.rv_continuous.fit.html#scipy.stats.rv_continuous.fit) where a negative log-likelihood function is minimized. It can be important to visually check if the (cumulative) density function is actually valid for the (cumulative) histogram of the data. Let's first try that for the pearson3 distribution. \n", + "\n", + "We'll reproduce some steps that are normally done internally. Therefor we need to create the SI class and fit the distribution." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "spei_fisk = si.SI(pe, dist=scs.fisk, fit_freq=\"ME\")\n", + "spei_fisk.fit_distribution()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Lets fit the pearson3 distribution" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "f, axl = plt.subplots(4, 3, figsize=(6, 8), sharey=True, sharex=True)\n", + "axsr = axl.ravel()\n", + "for date, dist in spei_fisk._dist_dict.items():\n", + " cdf = dist.cdf().sort_values()\n", + " p_value = dist.ks_test()\n", + " i = date.month - 1\n", + " axsr[i].plot(\n", + " dist.data.loc[cdf.index].values,\n", + " cdf.values,\n", + " color=\"C0\",\n", + " linewidth=1,\n", + " label=f\"KS {p_value=:0.2f}\",\n", + " )\n", + " axsr[i].hist(\n", + " dist.data.values,\n", + " alpha=0.5,\n", + " density=True,\n", + " cumulative=True,\n", + " bins=20,\n", + " color=\"C1\",\n", + " )\n", + " axsr[i].set_title(month_name[date.month])\n", + " axsr[i].grid(True)\n", + " axsr[i].legend(loc=2, fontsize=6)\n", + "\n", + "[ax.set_ylabel(\"Cumulative\\nProbability [-]\") for ax in axl[:, 0]]\n", + "[ax.set_xlabel(\"PE [mm/d]\") for ax in axl[-1, :]]\n", + "f.tight_layout()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The blue plotted line is the fitted pearson3 distribution and the orange fill is the cumulative histogram. For the fitted distributions seem to describe the precipitation excess values pretty well. The legend shows the p_value of the two-sided Kolmogorov-Smirnov test for goodness of fit. The null hypothesis two-sided test is that the two distributions are identical, the alternative is that they are not identical. Say we choose a confidence level of 95%; that is, we will reject the null hypothesis in favor of the alternative if the p-value is less than 0.05. For e.g. march the p-value is lower than our threshold of 0.05, so we reject the null hypothesis in favor of the default “two-sided” alternative: the data are not distributed according to the fitted pearson3 distribution. But not finding the appropriate distribution is one of the big uncertainties of the standardized index method. However, not a perfect fit does not mean this distribution is not fit-for-purpose of calculating a drought index. That is up to the modeller to decide. \n", + "\n", + "We could try to fit another distribution, e.g. Fisk. Let's plot the probability density function instead of the cdf to get more insight." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "f, axl = plt.subplots(4, 3, figsize=(6, 8), sharey=True, sharex=True)\n", + "axsr = axl.ravel()\n", + "for date, dist in spei_fisk._dist_dict.items():\n", + " pdf = dist.pdf()\n", + " p_value = dist.ks_test()\n", + " i = date.month - 1\n", + " axsr[i].plot(\n", + " dist.data.loc[pdf.index].values,\n", + " pdf.values,\n", + " color=\"C0\",\n", + " linewidth=1,\n", + " label=f\"KS {p_value=:0.2f}\",\n", + " )\n", + " axsr[i].hist(\n", + " dist.data.values,\n", + " alpha=0.5,\n", + " density=True,\n", + " cumulative=False,\n", + " bins=20,\n", + " color=\"C1\",\n", + " )\n", + " axsr[i].set_title(month_name[date.month])\n", + " axsr[i].grid(True)\n", + " axsr[i].legend(loc=2, fontsize=6)\n", + "\n", + "[ax.set_ylabel(\"Probability [-]\") for ax in axl[:, 0]]\n", + "[ax.set_xlabel(\"PE [mm/d]\") for ax in axl[-1, :]]\n", + "f.tight_layout()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can now see more cleary that there is a discrepancy between the data and the fitted distribution. However, the p_value is only less than 0.05 for march and august for the fisk distribution. For the pearson3 this was also the case for june, october and november. So the fisk distribution seems better in for this precipitation excess series than the pearson3 distribution." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Window fitting\n", + "\n", + "When the frequency of the original time series is higher than the fit frequncy, edge effects can occor. For instance if the frequency of the series is daily, but a distribution is fitted per month jumps can occur between the last and first day a new month. To prevent this the user can choose to fit a distribution on the frequency of the time series. However, fitting distributions per day gives less data per distribution to fit, sometimes resulting in a bad fit of the distribution. An example:" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "spi_d = si.spi(prec, dist=scs.fisk, fit_freq=\"D\", prob_zero=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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IxGlzH91VWzsYkZGDUFBQaPX7JoSQnsAlglFDg30qRgAgl9Pq16RjSqUS9fX1uHSp7eyvgoICAIBWez8qKnTP2fj4y/j55yVQKpVQKBQ4efIE7rprHYqLbTdmTiIJRWHhEZvdPyGEuDOX6EpTKMLt9lgyGQUj0rGKigoAQElJifH/DQoLdVWahoYw421q9S1QqVQ4evQofvrpJwBATc3tNm2jQBCKoiKqGBFCiCVcomIkk3HAs1NLNZqug1F6ejr69rXOFiXEtZSVlRn//9KlS/jHP/5h/L6wsBBisRg8nhye+oKQWt0fAQGB+P3333HpUhoGDx4ND4+Abu2L1hWhMAzl5eVQqVQQCKw3640QQnoCl6gY2ZNI5IPKyo6D0YkTJ5CQkIDMzEw7too4i/LycuP/X7zYujutsLAQQUGh4HD+HjvE4XAwcOAtWLduHfbt+wUxMdZbt6gjHE4oAKC4uNjmj0UIIe7GpsHozz//xB133IHQUN2bxa5du2z5cFYhFLauGGm1WmRnZxu/P336NABdVwrpeQzBKCwsot1g5Osb2uZn/P0fgo9PIG6++TE0Ns6zeRubm3VtMIx5IoQQYjqbdlDV19dj0KBBePTRRzF9+nSL70cigbFrwtYY80F19d/B6MMPP8RLL72EwsJC+Pv74/x53WwkhUJhnwYRp1JeXg6BQIA+fUa22X6joKAQ3t6hbbrJ1OrJSEiYbPze1r1bHh66YGQY80QIIcR0Nq0YTZ48Gf/5z39w99132/JhrEokikV2djaqq6vR0NCAt956C01NTTh48CAA4Pz5CwAoGPVU5eXl8PMLgJ/fAJw/fw5qtdp4rKioEFJp24qRvanVPhAIBBSMCCHEAk41xkilUkGhULT6sjfG7kBzczN+/PFHrF27FuXl5QgICMSBAweg1WqRmpoCgIJRT1VWVgZvb38IBNNRVVVlnGkG6Co0QqHjgxGHw0FwcCgFI0IIsYBTzUpbuXIlli9f3uZ2odB+XWlAGAYPHoWvvvoKKSkpmDTpEXC5Hjhw4ACysrLQ0NAAgIJRT1VeXg653B9abX8MHDgc//3vOkyZMgV1dXWoq6uDUBgKrhN83PDzo2BECCGWcIKX8L8tWbIENTU1xq+8vDyHtCMh4R7jXlP+/qvg7z8eaWlpxq0dpFIpampqHNI24lhlZeWQSv0BAAMHPoqff96LkJAQjBo1CgDA5YZ19uN24+1tfjBijNmoNYQQ4jqcKhgJBALI5fJWX47A598DT09PTJ36HpqbA8DYOADAsmXLEBgYhIiIGKoY9VDl5eUQi/31392PIUNGIylphnHmImOO70oDAJkszKxg1NzcjNjYWHz//fcoKSnB66+/DqVSacMWEkKIc3KqrjRnoVbH4L77StDU5AMAaGoKwQMPrEZx8XEEB49CRsb3FIx6qIqKciQm6oKRRuOF3r3/BADcd98I/P77UjQ12W+V9s6IxeHIzc2FVqsF14S+vaqqKmRnZ+Oll17CoEGDsWPHdjQ3N7e7WS4hhLgzmwajuro6XLlyxfj9tWvXcO7cOfj6+iIyMtLk+5FIAD7fFi3sjM913y9EXJzu/0Si3ykY9UCMMZSXl0MkCmjn+TgXU6Y82mpxR0ficgejvr4emZmZJq3Sbtg4+cqVK7hy5QpuuCEJb7/9Nu6//37069fPxq0lhBDnYdOutNOnT2PIkCEYMmQIAGDhwoUYMmQIli5dasuHtTmRSE7BqAdSKBRoamqCp6d/u8edJRTp3ADg7wVJu2IYMzdw4HCMGTMJI0b8gaioGMybNw9ardZmrSSEEGdj02A0btw4MMbafK1fv96WD2tzAoEcNTUUjHoaw6rXHh7tByNnotX6ICamF06dOmXS+YaK0ejRW5CY+DM0GiFuu+0LHDlyBOvWrbNhSwkxTWFhIV5++WXMnDkTKpXK0c0hbswlxhgJhY7oSuuYSCRHbS0Fo57GsPeYQOAPV5jA1afPcJw6ZV7FiM/3BmOGz0vjMWXKI3j22WcRExODCRMm2KilhHTt6aefxp49e9Dc3Iw33ngDCQkJjm4ScVNONSvNVfD51JXWE+3btw9eXl5gLN7RTTFJSMgwnDuXjObm5i7PNVSMtNrWM0FjYz/DkCE34vbbb8fx48fBGENtba0tmktIp86ePYsxY3Rb67TczJkQa6NgZAEKRj0PYwxbtmzBjTfeDcDGm51ZiVQ6HEqlEpcuXery3OrqashkMnA4HtcdEWPIkN1ITByCBx98EP/85z8RERFB4YjYlUKhQHZ2NmJixgEAKioqHNoe4t5coitNIrH9xpvmaG6Wo76+HhqNBh4e17+REHd04cIFZGZmYsqUDyAUOro1pmFsEAAgJSUFAwcO7PTcmpoaeHl5t9kAV0eASZM24dNPB2PPnj1Qq9U4cuQIJk+e3N7JhFhdamoqACAgYCw4HA5VjIhNUcXIAp6euu4G+tTcc2zduhU+Pj4QCm92dFNMxuHI4evri5ycHONt+fn57Q5c1VWMvDq8Ly43DvPn/4HnnjuN0NAw/PHHHzZpMyHtSUlJgYeHBzw8+sPHx8fqwSg3NxchISGYN28eSkpKrHrfxPVQMLKAh4cuGFF3Ws+xZ88ejB49FYATzQIwQWholDEYaTQaDB48GGvWrGlzXk1NDaRS707vi8cbDg+PARgyZAIOHDhgi+YS0q6UlBTExfUBhyOAj4+/1bvSTp48ieLiYmzZsgUzZsyg7XF6OJfoShMI4GTdFxSMepLc3FykpqZi4sTXnOx52LWgoChkZ+uCUWZmJioqKpCZmdnmvOrqakgkXib9frGx47F37yZUVVXBx+f6hVAJsb6UlBTExg6EUAh4e/uZXTGqq6tDUVERevfu3e7xjIwM+Pj44IkntuOtt27Gxo0b8cgjj1ij6cQFUcXIAlQx6ll++ukn8Hg8yOWTHN0Us/n5RSE3VxeMDIs95ufntzmvpqYGYrG3Sffp4zMBjDHjRsuE2BJjDCkpKQgNHQAAkMv9zQpGVVVVuOmmmzBw4EDk5ua2e05GRgZiYuIhFk/Abbfdi5dffpmqRj0YBSMLcLkUjHqSH3/8CcOG3Qgu19vRTTGbj080cnJywBjDmTNnALQfjKqrq00ORh4eUQgODjHeHyG2VFFRgaqqKnh767a2kcn8UV7edVfalStXMGXKVCQkJCA3NxcymRwvvbS43XPT0zMQFqZbhiMh4R4UFhaiqqrKer8EcSku0ZUmlTpXV5pGQ8Gop9i7dy9+//03zJ27soMZW87NxycKSqUSZWVlXVaMJBIvk3/HPn0G4sKFC9ZsKiHtMjxfvb0jIJEAcrkf0tI6rxjl5ORgwoQJ4PH4mDjxYSQkzEFFxXG8996jqKmpwYsv/h/Gjx8PQFeRyszMwJAhd0EqBTicGADA1atX4evra9tfjjglqhhZgMORgsPhUDByc8eOHcO0adPwj3/chtjYeY5ujkUkkigAuhf55ORkxMcnoqSkBGq1utV51dXVEIm8Tb7fyMiBSElJsWZTCWmXIRjx+eEAAImk/cHX6enpmDNnDr744guMGjUKHh6eePLJQxgy5G0IhQkICXkE8+e/i6ysa5g/f76xq6y0tBQ1NTXw9dVVjAQCXTC6du2aPX494oQoGFmAy+VCJpMZt1Eg7uns2bPgcrmYPPl7cLliRzfHIny+Lhjt27cPDQ0NGDXqLgC6facMtFotFAoFBIKOp+tfLyhoAK5du0YfDojN5efng8fjgccLAgCIRH6oqqpqs6L78uXLsWnTJsyfPx9RUb0xf/5ReHqGGY9zuVz06vUCZsx4CxkZGcaFTzMyMgAAMpkuGHl4+EImk1Ew6sFcoitNIgFEIke3ojWZjFa/dne6RQ+9IJO57iKejPlCIpHg008/hVgsRmLinQDeRF5eHqKjowHoZuxotVrIZB0t8NhWcLBuwcjU1FSMHj3aNo0nBLpgFBISavw7lMv9wRhDVVUVAgICAOiC/vbt27FgwWrExt4NPj8EXG77b29i8UTIZDLs2LED/fr1Q0ZGBrhcLnx8ekG3Xi8HkZExFIx6MKoYWUgqlVEwcnMKhQIymbzrE50Yh8NBREQUysrKMGfOMkiluo03W44zMuyTxuebXjGSSPqCx+PROCNic/n5+QgODjd+LxT6A2i9LcjHH38MoVCIPn1mQyiM6DAUAQCXK8TYsVOxY8cOALrKcFRUDDw8/t5eITT072CUlpaGMWPGoKGhwaq/F3FeFIwsJBJJUF9f7+hmEBuqqanpdDVoVxEZGY++fRPRv/9z4PFkkMvlrYKRoUuYz/c2+T49PATo1SueghGxufz8fAQE/B2MBAI/ALqNZBljWL58OVatWoV7730WPJ5pH2SGDr0fFy5cwGeffYb169fj5psfaHU8KOjvYLRjxw4cPXoU2dnZ1vmFiNNzia40odC5ZqUBFIx6AoVCAYlE7nTPPXPNnLkWAMDn61btDguLwKlTp/Dwww9jxYoVxoqRqQs8GvTpMwinTp2ydnMJaSU/Px+jRg0yPjc5HF3FqLy8HEeOHMHrr7+OefOWY9So18DhmHafMTFTMXHiNCxYsAB+fn4YNer/4On59/HAwBhkZ2dDq9Xi0KE/AQAlJSVITEy05q9GnJRLBCNnJBJJKRi5Od02Ga5fMeLz/Vp9HxQUjm3btgEA6uvrMWfOHP153mbd7+DBd2DPnvtx5coV9OrVyyptJaQlxhjy8/Ph4/N3xcjT0wccDgcVFRXYuXMnYmPj9KHIxFQEXRfzzJlrkZV1CTNmvGjc/9LAxycGarUaeXl5OHbsKADQHmo9CHWlWUgkkqCujoKRO1MoFBCLXXuMUXv8/XVvMjNmPIrvv/8eX3zxBQDA09O8EBgdfSdkMhk2bdpk9TYSAujGv9XX18Pb++9gxOXy4O3tjUOHDmHbtm2YPPlRs0KRgUAQiKVLM9Gv3xNtjnl56abs79ixw/gBuLi42MLfgrgal6gYSSSA2MlmS4vFElRW5jm6GcSGFAoFoqJMX/TQVdx002xERSUiKel5qFT1+OmnbQgKCoJcLjS5K0JHhNtum4FNmzZh2bJlFr05EdIZw1g4f//wVn+HDz74PD75ZCm4XC5GjpwNicTSR2j/OSsQxMHb2xuvvfYaxGIxvL192q0YnT59Gh9++CE2btzods9/lUqF1atXY/78+T1uT0SqGFlIKKQxRu5Ot3+Y+1WMwsJuxOjRC8HhcDB79nfYvFmJDz+8ZtELe1LS/cjKysLFixdt0FLS0xmCkUwW3ur28eNfw+rV+/Dyy19CIgm1+uN6eorw1luH4O8fgDFjbkZISHi7wejdd9/Fpk2b2iyY6g5OnjyJV155BXfeeScaGxsd3Ry7omBkIYFAgrq6Okc3g9iQrivN9ccYdYXH48PT07KFwgIDhwDQTWkmxNoKCgrA4XAgEgW3ORYdPQlDhsy12WP7+w/Eu+9m4LHHvoO/f3CbYKRQKLB7924AcMsPyYZZeKdOncLKlSu7fX933nkXFi58wSU253WJrjRnnJUmFlPFyJ0xxvSDr11/VpotCYX+8PPzM64eTIg1VVRUwMfHBxKJZ9cn24RubSM/vyCkp59udWTHjh3GSkp9fb3b7auWnZ2NgIAAxMf3w5UrV7p1X8XFxdizRxciORxg9erV1miizVDFyEICAQUjd6ZUKqHRaHpExai74uLikZ6e7uhmEDdUVVUFLy9vRzcDPj5BbSpGW7duhVyu62p3x/eC7OxsREREQy73bXdvOnMcOHAAADB//it477338NNPP1mjiTZDwchChmDkCmVBYj7DoodCofuNMbK2mJi+VDEiNlFdXQ0vL8cP/PX2DkZpaWmr1/vU1FQMGzYGgHsGo5ycHISF6YJRZWVlt+7rjz/+QEJCP0yZ8m+MH38rnnjiCZw4ccJKLbU+CkYWEggkYIz1uEFpPYVhuxehkCpGXQkPj0dGRgZ9SCBWV11dDbnc29HNgJdXEJqamlBVVQUAaGxsREFBAWJjdXsGuuN40+zsbAQFRUEu97NKMBoxYgI4HA6eeGIteDxPTJo0yUottT6XGGMkkaAb0zFtQybTNai+vh4iZ9vhlnSboWLk7S13u+n61hYd3Re1tbUoKipCaKj1ZwiRnquqqgpyuembG9uKv38QAN1YGV9fX1y7dg2MMcTF6YKRu1WMtFotcnNzERoajcbG+m51peXk5ODq1at49tkJkEoBqTQC69dnITl5F154YYYVW209VDGyEJ//dzAi7sdQMRKJqGLUleDgeACg7jRidbqKkeO70uRy3aw4wzijrKwsAEBExAAA7vc+UFRUhKamJgQFRUMu90N1dTU0Go1F93XmzBkAQFxckvE2Dw8PJCRMtEpbbYGCkYUEAgpG7ozGGJnOzy8WPB6PghGxuurqashk3o5uBuRyXcXIEIyuXr0KgUCAwMDeANzvfcAwVd/XNwpSqW62naEb0VxpaWnw8fGBVBporebZnMt0pTm6lHo9Ly8KRu7MUDHy9ZWD5xJ/JY7kiaioaOOnaEKsxTArzdGv/xKJFCKRyLgtSFZWFqKjY+DnJwSPx3O79wFDMIqIiEJzs64brbKyEv7+/mbfV3p6OuLjEyCTuc7K4FQxshBVjNybbtVrMXiUikzi4+Nn8SdKQtrDGNNXjBzflcbhcBAeHoG8PN02ULpgFAcAkErdb0PxnJwc+Pn5QSSSQSbTbUJt6QDs9PR0xMb2tWbzbI6CkYUoGLk3hUIBLy8aX2Qqudwb1dXVjm4GcSNKpRJNTU2QSr0d3RQAQFRUrLEqmpWVhYgIXTByx8V+i4qKEBKim0hh6EqzZAA2Ywzp6emIiXGtYOQSH4edceVr6kpzbzU1NZDJaNVrU3l5eaOqqszRzSBuxFCB9Pb2doq/w8jIWJw6dRharRbXrl3DAw/EQih0z2DU0KCEUCiGUAj4+emCkSUVo4KCAtTV1SEuLqHNv2FzszVaahtUMbKQUEjByJ0pFArI5VQxMpVMRhUj0jGNRoMffvjBrLWuDM8nZ+hKA4CIiDhcvXoVBQUFUKlUCA//u2JUV+de7wONjUoIBLokw+cLIRaLLaoYGVbEj4hwrYoRBSML8Xg8CAQCCkZuSqFQQCajGWmmkst9KBiRDn333XeYNm2aWZsNG55PEom3bRplpvDwWNTX1+OXX34BAMTE6Kbqu2PFSKlUQiD4e30+X1/LVr9OS0sDn89HYGC0FVtney7RleaMs9IAQCKRuOWKp0TXlebl5eWUzztn5O1NFSPSsXXr1gEwr8Ju6EoLDPRxir/DmJhYAMDmzZsRHByMmJhIcDi694GGBvcKRo2NjRCJRMbr7utr2erX6enp6NWrN7y920YNZ14onypG3SCRuN8nBaJTWVnpFHs0uQrD4GvaFoRcLzs7G3/88QcAmLWFkiFoO8vg67AwXTA6ePAghg0bCQ5HN/28J1SMfHws20j2ypUriIvrbc2m2QUFo25wxz8IolNYWIjAQNrewlRSqTe0Wi1qa2sd3RTiZDZs2GD8f1OCkVKpxOrVq1FUVASBQAChM4y8BiAWSxEYGAjGGIYMGdnidvfrOVAqlRAKW3alWVYxunr1KqKi4qzZNLtwia40Z5yVBlDFyF1pNBoUFxcjJCTUKZ93zsjX1xuAYQsHGptFdLRaLdavX49bb70dv/zyE5TKroPRihUrsGLFCgwYMAA+Pj5O9TcYExOL0tJSDB060tgud1zHSBeMhMbf0cfHF7m518y6j+bmZmRnZyM6Orbdf8OmJis01EaoYtQNVDFyT2VlZdBoNFQxMoOh25HGGZGWDh06hOzsbMyePR9A1xWjjIwMvPPOOwCAlJQUeHt727qJZomJiQOHw8GAAcOMt7nj+8D1FSMfH9MGX+fk5KC0tBQAkJ+fj+bmZpesGFEw6gaqGLmnwsJCAKBgZAYvL28AFIxIa+vWrUPv3r2RlHQzgK6D0eeffw4/Pz888shcAH8/r5zFjTdOwB133Amp9O+qqDsGo8bGxuuCkZ9JY4xmzZqFJ554AkDLjXZjbdNIG7JLV9qnn36Kd955B8XFxRg0aBA+/vhjjBgxwuSfd9ZZaVKpBApFDRoaGiASiYyD8YhrMwSj2NhQp3zeOaOQEG8AFIzI3xobG7Fjxw689NLL8PMTAABUqs6D0bVr1zBo0GBMnXoHNmz4Wr/5qD1aa5o5cx7FnDmPtrpNLne/YKRUKiGX/z0rLTQ0GAqFAg0NDRCLxR3+XFZWFk6fPo2GhgZcvXoVXC4X8fFR4PPbnqvV2qjxVmDzitGWLVuwcOFCLFu2DGfPnsWgQYNw6623GsttrkwsliArKwuBgYE4dOiQo5tjV01NTZg+fToeeugh/Pbbb45ujlUVFBSCy+UiMNB1doN2NMP2KZWVtF8a0Tl+/DgaGhowadIUcDgcCIVCqFSqTn8mNzcX4eGRGDNmHDw8PJyuK6097lgxMowxMggJCQegW8m6I01NTSgqKoJSqcT+/ftx9epVREREgN9eKnJyNg9G7733Hh5//HHMmTMHiYmJ+OKLLyAWi/Hf//7X1g9tcxKJBFevXkV9fT2ysq46ujl29cknn2D37t04f/48br31Vnz00UduM1W7sLAQwcHB8PDwcHRTXIZAIIBIJKKKETH6/ff98PPzQ//+AwHoniNddaUZgpGXlxemTJlq/FlnJpFI0NzcDLVa7eimWIVWy6BUKiES/d2VFhamC0Z5efkd/lxhYZHxPeCHH35AVlYWYmNdb3wRYOOuNLVajTNnzmDJkiXG27hcLm655RYcO3aszfkqlarVJwqFQgEASE8/B2mLeqqPjw9iYmLQ2NiIS5cutbmfG264AYBuIN/1ST46Ohq+vr4oKysz7pRsIJPJ0Lt3b2g0Gpw/f77N/Q4YMACenp7IyspCTU0N6uv/nqKZn6+7r6qqKly71nr0vkgkQkJCAgAgOTm5TYBISEiASCRCTk5Om37coKAghIWFoba2FpcvX251zNPTEwMG6FZfTUlJQdN1w/x79+4NmUyGgoIClJSUtDrm5+eHqKgoKJXKNqvRcjgcDBkyBIBu5VKlUtnquEAgwOuvv46HHpqFBQuewscff4Rnn30W//3vf7FixQpMmTIFTU1NSElJaXMNBw0aBA8PD1y+fLnN1O6IiAgEBASgsrIS2dnZrY5JJBLEx8cDAM6ePdvmfhMTEyEUCnHt2rU2u7yHhIQgJCQECoUCV65cafO79OvXDwBw4cIFNDc3IyXlAry8vHDp0ln06dMHUqkU+fn5baqc/v7+iIyMRENDg3HpewMul4vBgwcDAC5dutTmDSE2Nhbe3t4oLi42dt0ZeHt7IzY2Fmq1GqmpqW1+18GDB4PL5SIzM7PNNOHIyEj4+/ujvLwcubm5rY5JpVL06dMHWq0W586da3O//fv3B5/Px9WrV9sEnNDQUAQHB6O6uhpXr7b+ECAUCpGYmAhvb2+kp6e1+ffp27cvxGIxcnNzUV5e3upYYGAgwsPDUVdXh8zMzFbHeDweBg7UvTFevHixTbWhV69ekMvlKCoqQlFRUatjzvIa0VJYWBiCgoJ6xGtETEwMDhz4A6NGJSE9/RwAwMPDA1lZV5GVlYW4uLg2rxH19Q2orKxEdHQEhELg7bffQW1tLS5d+vv55CyvEa2P6+oLmZmZbcKRK75GREfHQKvVorKyxHjtDV2gOTnZANDua0R+vq6aNGHCBGzfvh1SqRRDhw7DpUtnja8RAHDu3DlotVrnXuKA2VBBQQEDwI4ePdrq9hdffJGNGDGizfnLli1jALr8evDBB5lWy1hm5uV2j2u1jGm1jI0aNarNsY0bv2FaLWMff/xJm2OTJk1iWi1j1dU17d5vSUkp02oZu+OOO9ocu+WWiUyrZWzLlq1tjg0ZMsTYJj6f3+Z4Skoq02oZe/TRuW2OvfTSYqbVMvbHHwfaHAsLCzPeb1hYWJvjf/xxgGm1jL300uI2xx59dC7TahlLSUltc4zP5xvvd8iQIW2O+/r6stDQUPbGG2+0OSYSiVhFRSUrKSlt9xpWV9cwrZaxSZMmtTn28cefMK2WsY0bv2lzbNSoUcY2tXe/mZmXmVbL2IMPPtjm2NKly5hWy9jPP//S5lhcXJzxfv39/dsc/+uvo0yrZey5555vc2z+/H8xrZax06fPtDkmk8mM95uYmNjm+K5du5lWy9iKFW+2OTZjxgym1TKWm5vX7u+qVDYyrZaxsWPHtjn25ZdrmVbL2Jdfrm1zbOzYsUyrZUypbGz3fnNz85hWy9iMGTPaHFux4k2m1TK2a9fuNscSExONv2d7z+/Tp88wrZax+fP/1ebYc889z7Raxv7662ibY/7+/sZrGBcX1+b4zz//wrRaxpYubfu64YyvEe++u7rHvEasX7+B8Xg8ds8997Q5dscddzCtlnX4GrF3788u9Rrx7rurGQD22GOPtTnmiq8RHT23AbBFi17q8DXivvvu01+Pd9scM7xGaLWMyWSyVsdqampsGUMswmHMdv0fhYWFCAsLw9GjR5GUlGS8fdGiRTh06BBOnDjR6vz2KkYRERE4dOiQU1aMdu3ajU8//QQSiQQTJ07C2rVfufWnQYVCgXvvnYmwsDD89NNP4PF4rfqci4qKcP/99+O2227DN9/8z2UrRg899AD69++Pl19+mSpGeqZUjMaMGQM/Pz8sXfp6q+NUMdLpSRWjo0eP4tlnn8Zff/1lHKsyffp03HjjP7Bs2evtVoyOHTuKZ555Wt8FE+vUrxEtlZWV4bbbbsMffxyETCZrdcwVXyO8vLwQGhqM9957H2PH3mQ8dt9992H8+An4/PMv2n2N2LNnN957bzXy8vJw8uRJfPTRR3j00UcRExPTYcVo7NixqKmpcbq1z2wajNRqNcRiMbZv34677rrLePsjjzyC6upq7N69u9OfVygU8PLycsoLB+gWL1MqlZg8eTKiIiLwzdq1jm6STc2eNw+79uzBxYsXERYW1u45X375JZ588kmUXLvmsoOXg2NjseBf/8JrS5c6uikuZcqUKfDkcrFryxZHN4U40E/79uGuf/4T99xzDzZv3mycrTt48GDcOGoUPnnvvXZ/bu26dZj3zDNobGyEp6enPZvcLWfPnMHQYcNw5sgR3KAPi64sOycHMYmJ+HXfPkycNMl4+9SpU+HB4WB3B3/fz7/0En75/XeTNwp25vd3mw6+5vP5GDp0KPbv32+8TavVYv/+/a0qSK6Ky+VCIpH0iA00zyQnY8M33+Ddd9/tMBQBwB133AEA2P/nn/ZqmlU1NTWhtLQUoaG0hpG5vL29UX1dlYT0PK++8QbGjh2Lb775ptUSJkKhEI2dzErLzc9HaGioS4UiQFepAoD6hgYHt8Q6DNU/0XXT8sPDwpDfzqy0g0eO4M3Vq5FXUIDw8HC7tNHWbD4rbeHChVi7di02bNiAtLQ0zJ8/H/X19ZgzZ46tH9puesIbwnuffIKYmJgu/91CQkLQv39//KbfNNLVFBbpZlaEdhL+SPu8vbzc/u+AdK6hoQEpKSmYOXNmm4AjFAo7nZWWm5+PyMhIWzfR6iT6YR7uMmXf8G/UclYaAISHh7cbjD7+4gu8umwZTp89iwg3CUY2X+Dx3nvvRVlZGZYuXYri4mIMHjwYv/zyC4KCgmz90Hbj4+ODs1VVgDOPsu+G3MJCbN2+HatXrzZpCvvEiROxbds2sNpaqyx62dzcDA8PD7ssoHnw4EEAwNChQ23+WO7G28dHF4zc9O+AdC35zBloNJp2F/AVCARQKZUdPj9yc3NdMxjpK0Z1lZVu8dxX6sdftQlGEREoLS2FqqICAoFuwU6tVotDf/4JxhhycnKoYmSOp556Cjk5OVCpVDhx4gRGjhzZ9Q+5EHeuGD37+uuIT0qCXC43uco3ceJE5Ofn49NvvkHudYMGzdXU1IR/TJ+Of736arfux1Q/79+P4cOHu+z4KEeKiIhAQUGB23xyJuY7df48hEIh+vfv3+aYKV1prhyM6rtYvNJVGLvS2qkYAUBhcbHxtktXrqCiogIRERG6c/T/dXW0V5oVmDvGqLm5GZezs3H5ulkVzmjHnj247bbbcObMmTYzLjpy0003IT4+Hk+/+CIGjB2LHy3oVtu0axf63nQTHn7+eRw/cQIHDh82+z7M1dzcjF/378fkyZNt/lju6KabbkJzczOOtjPjjfQMJ5OTMWTIkHbHCXUWjFQqFXJychAb63r7avH5fHh4eEDZxeKVrsLwe7Rc+Rr4Oxjlt5ide/D4cXh6euLtt98GAGNAcnUUjKzAx8cH9fX1babCtudCejoGT5qEPiNHos/Ikfhy82Y7tNByDQ0NSEpKQnR0tMk/I5FIkJ6ejsrKSkyYMAF3PvggTl24YNbjnrlwARkZGfhu2zYMGjQImZmZqLVxJeLkhQuoqqqiYGShhIQEBAYG4sDRo45uCnGQk2fOdLgPZmdjjNKuXoVGozEuLeBqhEKh2wWj9ipGHA4HGS2W6zh09ChGjBiBGTNm4IsvvsCECRPs2lZbscsmsu7OsJ9PdWkpAvz8OjyvqKwMo2+/HbGxsdi7dy/27NmD+QsXIjIoCLeNHg0AWPX11wgNCsLDU6fao+ld6mrTwM74+Phg27ZtGD58OOa/9BJObN9u8jYblZWVGDNmDD744AN4enpi8ODBSD5/Hjfp15+xhf9u3gx/f38MHz7cZo/hzjgcDsaNG6er7j39tKObQyykVKmw5P338c/JkzF60CCTfy6/pARZWVkd/v0IDVuCtBMgUi5eBIB2u+BcgUgkgrKhod3fzdU06sdJXR+MpFIpRo4ciV/++AOP3XknAODIsWOYM2cOeDwennzySbu31VaoYmQFxmB03WJk13t3/XrweDz8+eefmDx5Mj755BNMmDABT736KtRqNY5duIAlb7yBf7//vlPsO6bRaKBSqSwORoBukb7PPvsMZ86exZrt203+uaqaGvj6+mLYsGHo168fRCIRzuhfPG1h75Ej+HrjRrzxxhu0R1o3jB8/HqdOn0adm0xd7mmUKhVuf+wxfPj553hyyRJozdgC/ZX334e/vz+mTJnS7vHOutJSMjIQFRXldOvZmEokEtm0YqRUqfDaxx/b5e9KqVKBw+G0u/nr1KlTse/336FSqVBeXW2cUOVuKBhZgTEYdTIjoayqCl/897945plnjOd7eHjggw8+wLVr17Dw7bfxxOLF8PX1xZUrV3DxquM3pVXqX8S6E4wAICkpCY/NnYuXV6xAyXWr9naksqoKvr6+AHThavDgwTjTzkra1nDq0iXMevppTJ48GfPmzbPJY/QUY8eOhUajwYl2VuMlzu/3Eydw8M8/sXLlSqRevIitv/1m0s+dSE3Fxs2bsWLFCuPr2/U6DUZpaS7bjQbYPhjtPXwY/3n3Xfxih25qpUoFoVDY7izgO+64A3V1dfgzORkXs7IAwLgquDuhrjQr8PHxAQBUlZW1O12zVqnEP59/HjweD88++2yrY/369cO8efPw6WefITQ0FD/99BMmTZqEnfv2of/DDxvPU6pU+GD7dtw8bBhG6Je9t7UG/YDy7gYjAFj11lvYuWsXXnzrLWw0YUXplsEI0E2f/3XfPqstAWCQXVKC8TNmYMCAAdi0aZNdlgRwZ4bFP8tLS91i6nJPU6nfsmXhwoU4fPgwlr79NqYPH95u9aCl1WvXIiEhAXPnzu3wHOMYo3aeFymXLuHhFq93rkYkEqGxk6UIumuvfgLLyeRkzBg1yiaPYaCsq2vTjWYwYMAARERE4Mf9+xEfHQ0ej4fevXvbtD2OQBUjKzBWjNoZHMwYw/QXX8TZ8+exd+9e+LUzBumDDz5AQUEB8vPzMWrUKEyZMgXf//KLsTstLTcXQx94AC+/+SY++PZbm/4uLTXoP90ZpqN2h5+fH9566y18s2ULDpkwEPv6YDRu3DhkXr6M2KlTsfOvv/Db2bMY8fDDuNzN5QBSrl1DfX09tm3b1urxiGWMU5fdYKxFT6Soq4NQKASfz8fKlSuRdfUqPtuzp9OfqVQosHvvXjz22GOddkMLhMI2+90Zfr6goIAqRh1gjGGvfveIk+3sz6dWq3HEihXaRrW6w2DE4XAwdepU/PDrr7h45Qri4+O7DM2uiIKRFchkMnA4nHbHGH134AB+P3AAW7duxZgxY9r9eU9PT4SGhhqrFQ899BDOnT+P177+Gut++QWj7r0XXA8PTJs2DaeSk236u7TUoP9Dt0bFCADmzJmDpKQk/OuNN6BWqzs8jzGGysrKVkFl+vTp+O233zBgwADc8+STmDp3Lk6fPYunVq3q1ngsQ2nf1KUISOc8PDwgFAppjJGLqqmrM47zGThwIB577DEsf/99lHWyTtt3Bw5Ao9HgwQcf7PS+O+pKS83JMT6eqxKJRMahB9Z27upVFBcX49Zbb8Xps2eh0WhaHX/uo4/wj3vvxcmMDKs8nlKl6jAYAbrutGvZ2di9b59bdqMB1JVmFVwuF16G7RBafGpoaGzEi6tW4e6778att95q8v1NmTIFq1atwuLFiwEAM2bMwNdff409e/Zg1p49qKqogI8VqjhdadBXwKwVjLhcLj7//HPccMMN+GDrViyaMQMAcCA1FSN694ZEv5pqfWMjmpqajF2UgO6Tyi233IIJEybg9ddfR0F+Pm6fMgUzZszArj//xN0WLhraqF/M7Po1O4jlJBKJbpFHqhq5HEVtLby8vIzf//vf/8b333+P2a+/jh9WrACX2/az9MadOzF58uQudzMwdqVd97wo0C8YGBUVZYXfwDFEIpFuYUQrP+cZY/hyxw7IZDIsXLgQ+/btQ9rVq+gXHo6vf/8d5zMz8fm6deByudhz6BBGWOEaKpXKToPR+PHjIRaLUVBQ4LbBiCpGVuLj44Oq6ypGu06eREFBgXHxK3O89NJL2LdvH65cuYJt27ZBLpdj2LBhAIAz+kFvttZgpcHXLQ0aNAjPPPMMln/4IXLLy7H1r78w4ZFHsEm/FQcAVOkDWXtdW1wuF2+88Qa+/u9/cc8996B379441I0qWqO+cuWO5WBHkUgkqNcHTuJaamprW80MCwwMxMaNG7H311/x2c8/tzk/t7wcJ06dwgMPPNDlfQuFQjQ1NbWpeCgaGowbcrsqW61j9OrGjfhiwwa88cYbSEpKAofDwcnMTBy/fBmPL16M73/5BQv+9S888MAD2PP771Z5TMPg644IhULccsstANxz4DVAwchqvL2923SlfbdvH5KSktCrVy+L7nPSpEmIi4szft+nTx/IZDKcslLJtCv1Vu5KM1i+fDm8vb0x4uGH8dgrrwAALly+bDxeqR/AaMqYH4lEgqbmZovb0qhWdzgDg1hGKpVa3JX2+v/+h7/s9PwmbSnq69tMmZ88eTLuuusubGknGO08ehR8Pr/DKfotGd5sVdd1oxu671z5b9AWY4y0Wi1Wr1mDF198Ec899xxkMhn69++PzXv34r3Nm9G7d2/k5eXhk08/xZ133omUixdxrcV2HZbqqisN0HWnAa677lRXqCvNSoz7penf1KsaGvDL/v149913rfYYXC4XQ4cOxamUFMAOqzM36IOetYORXC7H4cOH8fbbbyMjIwNCoRCpGRnGa1epn9JvSjDi8/lQq1QWzwZpbGjo8kWAmMfYlWbmv4lGo8GbH3+MH/r1w4nVq7HnwgXc3r8/hFTNsxuFQtGqK81g7NixWLx4MVRVVRC02O7j+99+w8SJE01af8gQjBqrqiBuUTXq6DFdiTEYWXFWWlltLVQqFUbrF/8FgLfeegtTpkwBYwyffPKJsWtz0qRJ8PT0xA9//YVnzBi20Z7GxkaIuhhaMGvWLPj4+CDeTjOk7Y0qRlbi5+eHcv2uxACw8+xZNDc3Y4Z+HI21jBgxAn8cOYINR48au4FsxRZdaQaxsbH44osvcODAAYwZMwap6enGQdTmVIz4fD7UJmzF0hFDxYhYj6UVo8LaWjQ1NeHsuXOYuGwZ7nn+eTzyySdmLTJIuqfl4OuWbrzxRqhUKpzJyzPeVlJbi8PHjmH69Okm3bcxGHVQMXJlxjFGVpSnfz9puf/Y5MmTsWrVKsTFxeGRRx4x3i6XyzF+3Dj88Ndf3X5cUypGAoEA99xzT7cfy1lRMLKS4OBgFJeVGb8/kJyMYcOGITQ01KqP8/zzz2PcuHGYvWQJ/O+6C0u2bLHZKtkNajW4XK7Nx9/0798flZWVKNZXqCrr6sDhcEz6FMnn89uU5s1Bwcj6LB1jdE2/hk5ISAgOHjmCWbNmYduePZj57rs4m59v7WaabMvp01hz6JDDHt+erh98bTB48GBIJBL8lZ5uvO3t3bshFotxp357iK4I9JMrrg9Givp6t6gYdbR4paXy9JXzyMjIVrcvWrQIly9fhlQqbXX7tDvvxMG//kJVfT32nD+PpuvGcpnKlGDk7qgrzUqCg4NR3GJRu3OXLuHGm26yyePs2rUL6enp+Oabb/Dmm2+iqLQUd4wYganx8RDwrPdP2lBXB7FYbPO+f0M/deq1awiJi0NlVRW8vb3bnQFzPT6fr5v6b2EJW6lUUjCyMqlUipL8fLP/Ta7qw8/OnTuRmpqKuXPn4tZbb8Wrr76KoQ8+iJtGj8a2555DoJ0H6a7dvRvVCgWeHDrUro/rCDUKRbvVGx6Ph5EjR+LIuXN48aabkFlZiY/WrcPy5cvbXZutPcYxRgoF0OIxFNcN+HZFtuhKyy0uhlAohL+/f5tjHa1K/dRTT+G+t9/GrwcPYt+HH2KSBeNblY2NPf41kSpGVhISEoLy8nKom5uhbGpCWkYGhgwZYrPH69u3L1asWIGvvvoK2/buxYxFi/DMli1WfYwGtdom3WjXi4mJgUgkQqr+jbGqrs7kxRapK835WFwxKi1FcHAwRo4caVxB+cEHH8Tly5exY8cOHD52DLscsNXIlexslOqrWe6uo4oRoOtO++v0aWg0Gvx7506Ehobi+eefN/m+jV1p11Uyaurq3KJiZPWutLIy4472poiMjMTgwYPxq36Gb2kXe3d2RKlSQWSH131nRsHISoKDgwEAJQ0NuFheDo1GY5fN9ebOnYu6ujq88847+HrLFmSYuBeZKRq6uYGsqTw8PJCYmGhc6K2ytta8YGSFWWnEeiQSCeotGGN0rbgYMTExbW7n8XiYPn267s3HxuPqrtfY3IzcvDyUlJY6xcbOtsQYg6KDihGgG99SUVGBfVlZ2PXrr3j88cfN6nIxBqPr/l4VNMaoXbmlpW260bpy3333ITo6GgKBAOUWBqNG6kqjrjRrCQkJAQAUV1XhfGEhuFyu3aYycjgcPPXUU/joo4+wbNs2fDd7tlXut0GptEswAoDExESkpacDjY2orKkxORgJBAJdV5qFU2Ubu1izg5hPKpWizoIFHq8VFCAmNrbD42KxGA02WESv0zZVVYExBrVarZs9pR8n447q1WpotdoOQ8rIkSMRFxeHf73/Purq6jBz5kyz7t8YjK5b5LGmkyqVqxAKhVAqlWBKpdWGHuQVFSHezHWCFi1ahIULFyIuLg4V1y04bCplY2OPD0ZUMbISQzAqqq1F8rVr6Nu3r91CBaD7w3zmmWew+7ffoOxG11JLDSqV3RZdi46ORm5BAQDd3kktV73uTLe70igYWZ3FFaPc3HYrRgaOqBhdblGBLXHzRSsV+r+jjkIKh8PBgw8+iJzcXAwYMMDsqdodVozcZIwRAKgsHPDcnrzCwlYz0kzB4XDg6ekJf39/lCsUFj0ujTGiYGQ1AQEB4HK5KFYocO7yZbt0o13vtttuQ2NjI450c2NVg4bGRruFu8jISBQWFaFJozGrYkRjjJyPVCpFnZmDUFUaDQqLijoNRmKx2LiEhL1cLikx/n9pO5tEu5MafejsLKQY9kMzt1oEdDLGqKbG5StGhmCktFIwatL/PZjblWbg7++P8k72t+tMQ0ODXT/UOyPqSrMSDw8PBAYGIr+sDOcvXsTdFrxwdFe/fv0QEhKCXy9cwEQTZ4p0xp5daZGRkWCMIb+8HKVlZSbPdOnurLRGlQreFIysSiKRoLGxEZraWniY0K3AGEOqvsuqy4qRUmnVmT9duVJYiPDwcOTn56OkshJw8Tfwzij0b6SdhZQ+ffpg7969+Mc//mH2/Run6zc0GP8NVRoNVCqV21SMlAoFfKzQDVXY0ADGmNkVIwM/Pz8U5+aa/bei1mpRX19vcsXeXVHFyIqCg4Px25kzqK+vx6hRo+z++BwOB5MmTcKvp05Z5f7sWTEybCCZWlGBouJi9OnTx6Sfs0bFqKf3p1ubYX2VBhMHxT/z228Ypp/d1Nn2OQ6pGOXnY/jw4eDxeO5fMdJf265CyuTJk9usoWOK9ipGtfrniLtUjK6vhplrb34+Ht65E7M2bAAAi4ORv78/yqurzf65Cn3VsL0lAnoSCkZWFBISguNnzoDH42Gog9Y8mTRpEi5cvIhiKwxQtdesNODvF4B9aWkAdIOxTUFjjJyPYVxanYlvEhl5eRg9ejT279/fadeBI8YYXcnNRZ8+fRAQEIASC8ds2NMrhw/j3q1b8eXFi1CbuWK4Qn9tbRVSeDwePDw8Wo3DqdH/7bpNxagbwWjVqVOY8sorOHv5MjzFYowYMQKxnUxG6Iy/vz8qKivN/rkKfTg2tWLvrqgrzYoMA7AHDx7ssCrEsGHDAABpZWUIDgjo1n3ZsytNLBYjICAAPx89Cg6Hg759+5r0c8auNJqV5jQMwcjUAdjVtbUYPGwYJkyY0Ol59p6Vdk2pRG5eHuLj4xEUFITS6mq7zoizxNc//AAul4vtP/+M1bGx2LtgAeJM/BtW6P+9ZDKZzdonFAp1K0Trr6NCX4Vzm2CkVAIWzFz8Pj8fSz75BMuWLcPrr7/e7fb4+/ujvKLC7FlyFfqut54ejKhiZEWGtYySkpIc1oagoCAAHc+gMbV7AwDq7RiMAN04o6vZ2YiOjjb5cali5HwM3Sx1Jj7Xqmpq4O3t3eV5IpEISjt1pTHG8K9duxAREYGZM2ciMDAQJRZ0TdgTYwwVFRV49dVXce7cOTRpNJi7dWuHe80xxrD8zBkM+OADpNXVoaaxERKJBB4eHjZro1AobDUrraaLmXCuorsVo82nT2PkyJFYtmyZVdrj7++PpqYm1JrZnnL9+wYFI2I1hoqRI4ORXC6HQCBASTuD7k5UVcH///4PJSZ2R9izYgT8Pc7I1G40oEXFyEI0NdX6jBUjE4NRtYnLM4jFYjTYqWLzY1ERfjl4EJ9++imkUunfFSMnVqvRoLm5GX5+fhgwYAC++uorHDp2DF9dudLu+ctOn8brX36JKoUCY/7zH5zIyrJ5QDEEo4LGRiR9+SUO5+YCcP2KkeE1RGnBYrMaxvD7sWOYPHmy1dZAMowRKjfztbGioQEcDsekDyrujLrSrCgqKgocDsehwYjD4SAoKEj36fa6cHS5vBxKpRKnioow1YRPBPYORobxJRYFI0tnpVEwsjpjxai+HuhiA2LGGKr0e+N1xRb7UXVk5/nz6NevH6ZOnQoACAwMxPGjR+06I85c148PmTBhAmbNmoVlmzZh1gsvQNSiElSr0eCdTZuwZMkSLFq0CEOHDsWWn34yuQvbUkKhEFdLSvBgaiqOnzmDGv3qzG5TMbJg1uTpujpUV1dj0qRJVmuPIRhVKBSINWOsWYV+1wFbVg1dAVWMrOj222/H6dOnER0d7dB2BAUGtjtQtEJfJk0uLTXpfuy9noUjKkYUjKzPnIpRPWPQaDROVTFijGH/mTO45ZZbjLcFBgY6/X5pFfrr3bIbZOnSpSgtK8PX+sqMwZ7SUjQ2NuLJJ5+Et7c3XnnlFQCAl40rNyOGD8c3P/yAwydPIjIyEmmZmeDz+cap/K7KGIwsqBj9mpcHLy8vDB8+3GrtsbhiVF/f47vRAApGVuXh4YEbbrjB0c1AUHBwu+MhKvSDK5P1e5J1hjFm92BkacVIo9FAY8E+VowxCkY2YKgY1Zsw9qtK/0ZiSsVILBbrKkY2lqVWIzcvr1UwCgoKQk1NDRrNnOllT4ap1i3f2Hr16oX7778fb+3cCVWLtm9JTsaoUaOMH0ZmzZqFmJgYeNt4/ZpvN29GWloajhw5gvvvvx+A61eLgO6NMfo9JQUTJkwAj2e9DhzDc6DczL+X8ro6+Jm4uK47o2DkhoKCglBSVdXm9gr9DJDkzMwu70PFGBhjdg1GN998M15++WUMGTLE5J/h67tq1BYEI8NnKQpG1sXn8+Hh4YE6E4JRtf6NxJSKkUgk0s1Ks7H9xcXw8PDATTfdZLwtNDRUd6ydvytn0dFU61deeQUFhYXYkJ8PAKjUaLDv8GHce++9xnM8PT2xZ88evPPOOzZvZ9++fZGUlGSskLj6+CJAtxQBj8ezaDumK7m5GDhwoFXbIxQKIZFIjIOpTVVRWwu/Hr6GEUBjjNxSUFAQSsrL2/R1V+i717JzclClUMCH23EubtB/urTXXmmA7pPjihUrzPoZQwleXV8PkZkDFxv1YYqCkXVxOBzdfmkmjLeo0r9wm1wxssPK1/szMjBixIhWb9jjxo3D5Ntuwz8/+ACHn38eN3QxdsoRKmprIRAI2nyYSUhIwIwZM7By507MefRRvHTuHPh8Pu67775W59lr02sDQzByh4oRoAvujSqVWc9PrVaL0rIy42xia/L390d5ba1Z7amoqUEfCxeVdCdUMXJDQUFBKCktBbuuilJRW2vspjrXzrRnrVaL169eRVZzMxr0P+vse+Z0p2JkCEa08rX1SaVS1JkwvqFa/wnb1MHXDfqtEmwpLTe3zQKtnp6e2L5jB7y8vPDdtWs2fXxLVSiV8PPza3dm06uvvors3FzcuGsXvtq1C++++65xeRFHiYiIQFBQkFtUjAD95AAzxxhVAmhubrbJv4W/v7+xl8BUFTU1PX7Va4CCkVsKCgqCWq3G9VsIVigUGD16NEQiEc61syrq+spKLN+wAWuvXu1RwYgqRtYnkUhQb0IwqtKfY2rFiDEGy4fam6a0ogKBgYHtPn5kRATKnXRmWkVDQ4cDZwcOHIhvv/0WPoGBeHjWLDzxxBN2bl1bHA4Ht9x8c6f747kSoVBodldaib4r2RYVo4CAAJSauVp7RVUVDb4GdaW5JeMij42N8G7x6bGiuhpBQUHo27cv0kpKgBZ/AFWM4aXNm8HlcvF7SgruCwsD4ELBSK0GzO1K03cXUjCyPqlUivoWKxx3pLqxESKRyKRZSYbKXkNjIwRWWu/leloAFRUVCOhg1fiAwECUKRROuQJ2RW1tp29q999/v3HAs7NYt3691dbucTTjAqRmPDeK9R8MbFExCgwMxNW0NJPbo2EMlZWVFIxAFSO3ZAxG15V1K/RP+vj4eKQXFbU6tqmyEgqFAv/5z39wNiUFWfo/JmfvZqKKkXOSiMWoM2GV6qrGRpN38jaEdFsOv67SLx/QYTAKCEC5k+6ZVlFX53Jvap6enladjeVIlnSllej/RmxRMQoMDESpGfulVUM3U9fVnkO2QMHIDRmDUYuujEYA9fo1Kvr27YuM68ZJHMvNxdAbbsCsWbN02yFs3ozIyEjExcXZs+lm61YwooqRzUhlMtSaMCOmurHR5FV2jRUjG44xKtPfd0fByN/fH2VOOjOtQqGgNzUHElnQlVasVEIqldpkkktgYCBKKypMPr9C/9yn5xB1pbklHx8feHp66rYF0T/ZK/Tlaj8/P/D5fJSWlaGqvh4++uPH09Jw1/TpCA8PR9++fZGeno6dO3c6/cJrxmDU2Gj8XU2lpIqRzQQGBiLr4sWuZ6XV18PHxGBkrBgplWb/W5uqq2AUEBCAsooKp1wBu6K6mt7UHEhkWGfLjOdGSW2tTapFgO5vsLq6Guq6Opgyh9IQoWjwNVWM3BKHw9FtetniE7vhSW+oGAFAhv62Eg4H13JyjFuZPP7445gzezbuvPNOO7baMtSV5pyCgoJQbEIZv7qhweRFBe1SMdIPhu2sYqRQKGw+ANwSFVVV8KXF+RxGJBKZXzGqq0NQOwP9rcEwgaDMxDFc5frnPoVrqhi5raCgIJTqV7oGgAp9t5Gfn59xsbp0pRKjhEIc1/eLjxo1CgCwcOFCO7fWcsZgZMHPUlea7QQHB6OkrKzL86rq6xEVHm7SfRorRoyZPdDeVGVqNbhcbocBwxCYyjkchNp42QBzqAHUdjH4mtiWSCSCwsyNhksUCgTrNx+3NkMwKgUQZsL5qbW1kMlk7c7I7GkoGLmpoKAg3X5p+kHULStGEokEkZGRyKiuBry9cby6GqGhoQg38Q3KmbSalWbmdg1UMbKd4OBg1NXVoU6lgrSTAFFdV4dB5o4xUqtt15WmXwuI28Hip8ZgpFYj1ILtH2ylUr/pJwUjx5FIJChsbDRvVlplJUYPGGCT9hiDkUpl0mvj8bw8jBwxosdvIAvYsCttxYoVGD16NMRiscmDK4n1BAUFtdovraK5GVwu1/hvEd+nD9L1m2KeyM3FyJEjXXLaLFWMnJNxAkA7L7IlXC62A/iFy9WtwG7urDRbdqUplR12owF/j78oc6JqEQBUthhDSBwjODgYRWZuNFxSUWGzhTYNz+PrZye3hzGGY6mpGKUfTtHT2SwYqdVqzJw5E/Pnz7fVQ5BOBAUFoaTFGI8KlQo+Pj7GT8J9ExKQrt87KT0nBwNs9KnF1ozByILNPRu1WuMeR8S6DC/2JdcFiB85HPTZvBkz167F5DVrUFBYaP6sNBtu5FpWX4/AToKR4c2mzImqRQBQqb/ONMbIccLDw1FQVARTn50axmy2HQig+8Anl8t1FaMuXOPxUFZebhxn2tPZ7B1h+fLlAID169fb6iFIJ4xjPPQzJAzbBRgkJibi888/R8WoUSgqLkafPn0c1dRuadWVZsJKyy01cjhULbIRw4t9cWMjoH9h/lMoxLT163HH1Kn4/Isv8Pxzz2Hrtm0mV4z4fD64XC6UajVg5noxpipTKBDQyV5RMpkMnp6eus05bRjQzKXSP4+dfRapOwsPD4darUa5SoXATgZhb/D0xP6SEsj5fGi1WptuzRIYGIjS+nqgiyB/TP86OnLkSJu1xZXQR2U3FRQUhIaGBtTxeJA2N6NCqYR/i2DUr18/NDc340d9Cd5Vg5FxE1kL1zGiYGQbvr6+4PF4xjJ+M4Cnjx/HiOHDsXPXLnC5XKz96itwPTwwevRok+6Tw+Ho9kuzYbWmtKYGfW64odM2BAQEoEytBpyo0tikf/57eno6uCU9V5h+t4ACLhcdDV++KBBg9vr1GDJkCDIydPOCbVUxAoDAgADdJJwuXueOVVaiT58+1BWr5zx/2QBUKhVULcp+CiddYdYVGMd46INRVnk5Inr1Mh7v168fAGBnTg4AoHfv3vZvpBUY3ghUlgQjjYaCkY1wuVzdlH2VCuDxsI7Hw4W0NJw8edLYnSuXy7F582az7lcsFkOp0QAdDI7urrKqqk7HGAFAgL8/yhsbAanUJm2wRJP+Aw4FI8cxTF7J53AwpINzPtOPKTp+/Djy8/OxZcuWNhsWW1NgUBBKy8qATrpYmzgc7DpzBlPvuMNm7XA1ZgWjxYsX46233ur0nLS0NOM6OeZauXKlsQuOdE/LbUGiVSokp6dj2r33Go/7+voiJCQE+06cQGBgoMsOkOdwOPD09IS6udns/asaGaNgZENBgYEorq8HBAJ8ffUqpk2bhuHDh3frPkUiERqammwyK40xhvJO9kkz8A8IQFldnVNVjJr1g9wpGDlOYGAgPDw8UNDBzLRaDw9sPHAAzz//PPh8PmJjY7FkyRKbt+lMVla77TkqkeB/VVVI8vZGQWEhjQduway/7BdeeAGzZ8/u9JzY2FiLG7NkyZJWa+goFApEdNLfTzpmDEYAMkQi1NfXt/lk0i8xEb/v34/hw4Y5oIXWw+fzLe9KozEZNhMcEoKSujrke3nhxPnz+Ob//q/b9ykWiWxWMarx9ERTU1PXFaOAABRnZQFO9GHCMKKFgpHjeHh4IDQ0FPkqFT4TCjHCwwPD6uuNx3cJBKirq8Pjjz9utzZ1tl/aa5cv448TJ7DGwwP/uPFGDBo0yG7tcnZmBaOAgIAuXzS6QyAQ0OBBK/H19YWHhwdKNBrU6cvsN1w3dqJf//74ff9+9ImPd0QTrYbP51s0K03Z3EwVIxsKDg7GxTNnsCs0FJ6enpg6dWq371MkEqGhuRngm7LJgXlK9KGiy4qRvz9Sk5Ot/vjdQcHIOYSFhiKzqgpvHzmCRydOxLAW72dHq6qQkJBg1w/7gYGBKCkrQ7ZQiOgWVaOrIhH+OHECjzzyCLZu3YoXFy2yW5tcgc1qwbm5uaisrERubi40Gg3OnTsHAOjVqxekTtQ37664XK5xW5BKtRq9evVq013Wv39/AK478NqAz+dD3dRk9v5V1JVmW0FBQdhfWYntV67g5gkTrNJdKxaLdbPSzJyBaIr9+qUbBg8e3Ol5ISEhKCgtBSIjrd4GSzXpAxEFI8cKj4jAT3v3oqmpCZfLywEvL+OxY/n5dp8Of/PNN0MqlaLX1q1Yc889eLSyEpdlMnxcXQ25XI7PPvsMa9asoYLEdWwWjJYuXYoNGzYYvx8yRDcc7cCBAxg3bpytHpa0EBQYiJLGRlwoKcGwdrrLDAOw3SIYWdCVVqBQQE6zMGwmODgYOXl5yMnLw5YtW6xyn8YxRjYIADtzczFu7Ngulw/o3bs3qqqqUMHnw88GAc0ShllptGqxY4WHh6NBvxXT5YICYzCq4/GQkpGBBc8/b9f2JCYmIjc3F88++yzmb9yIHcOH4+fffwcALFiwwLhoKmnNZgs8rl+/HoyxNl8UiuwnKCgI+bW1SE5Pb3fmw/Dhw7Fy5UpMnDjRAa2zHku60gpEIhw4fRp33X23jVpFeulnQX7wwQf45z//aZX7FEskyKuuxvteXjjj5QVmpUHYVXw+Dp45g7unT+/yXMMHiUwnelNpgq5a5Iqr17sTw5R9sViMvIICKPVB9ZRMBq1W65AFFCUSCT777DOMTkrCifR0rF+/HsnJyVi9erXd2+IqnGdaBbG6oOBgbNq0CYwx3H777W2O83g8LF682AEtsy6+YVaaGV1pG0UiCAQC3Ntiph6xrsmTJyM3N9eqYypEIhGOnTuHY/qu+WH9+2NlXBxuKS3t1v3+GBKC5uZm3HnnnV2eawh8mc3NSKqrQ7FYjJ/kcjxaVOSwYNIkkVA3mhMwTNl/4IEH8NVXXyHLwwP9a2pwXCSCTCZDQkKCQ9rF5/Px62+/Qa1W01AWE9isYkQcLygoCFqtFv+cOROJiYmObo7N8Pl8qM1Y9I8xhnUpKZgxYwbkcrkNW9azcTgcqw80nTBhAmbOmIGCggL89NNP4EkkuPO334yfzC31h0KBwYMGGT/xd0YikSA8PByZTU3QAri/pgaP7dyJD220S7opmhijYOQEhgwZgrCwMCxYsAAAcJnPB2MM+woKHL5BK5/Pp1BkIgpGbiw0NBQcDgevLV3q6KbYlLldaef9/XH52jXMmjXLhq0itvDEE09g67ZtCA0Nxe23345169ejoaEB+/Wbu1oquaAAw0eMMPn8Pr17I1OhwAdBQTh05gwmT56MRT/+iDM2nLXbGQpGziE+Ph75+fkYNGgQZDIZLmu12BoSgkNnzuCpp592dPOIiagrzY098sgjGDRokHGQtbsyVoxMXODxB+hWXR47dqxtG0ZsLj4+Hr1798aeujpMNXOBT4NGHg8XL1/GvGeeMfln+sTH48Bvv+HgxYuYN28ePvjgA4wePRr3XriAs8HBkJuwcWd76j09sTY4GLMqKuCnH8Rriib9hsjEOXA4HPTu1QtHysqw+vJlTL/7bpO6aYlzoIqRG/Px8cH48eMd3QybM7cr7YecHNw6aZJxA1riujgcDqZNm4YfUlJM3tX8eqm+vmhubm6zzldn+vTpg4ysLJRXVOCZZ54Bn8/Hd999h5Lyciy0sLviqrc3hldW4vk9e/CViRvrGlDFyPn07tMHPxw9Cq6HBz759FNHN4eYgYIRcXkCgcDkrrQimQynUlJwx7RpNm4VsZc777wTxSUlOGbhLuVnBQJ4eHhgwIABJv+MYWba2JtuMm6B1KtXLyxZsgTf/vUXlGaGFA2Hg4cqK9Go0WDo0KH4o6zMrJ9v0mopGDmZfv36QSgUYvfu3Qhx4PgzYj4KRsTl8QUCkytGW7y9weVyMXnyZBu3itjL6NGj0atXL7xv5gKfBmeVSiT07QuRSGTyzxi6p+f/61+tbp8+fTqUSiX2m7hjeoOnJ14JCcEjcjmOX7iAb775Bvfeey+OpKRAbca2J82MwZO60pzKwoULkZqaihFmjF0jzoH+kojL4/P5qDVhun6FVIp/Hz6M2Y88Av9uDtYlzsPDwwOLFi3Ck08+iYzRoxFvwtR9NY8HLQBhczPONjXhBjN3OI+OjsalS5fabJgdHx+P3r16YU99PaaaENRW9+qFt3/9FX5+fnj99dcxZswYCIVCLFq0CCe9vXFjbq5J7Wny96eKkZORSCSIi4tzdDOIBahiRFyeqWOMlvn5QaPVYuWqVXZoFbGnhx9+GMHBwfjIhKoPYwyTRCJMk0pRLJcjOT3dooX3EhIS2qxbxOFwMO3OO/HDxYtdjnkqlcnw9uHDeOaZZ1BcXIyl+tmjgwcPhre3N/4wI+hQVxoh1kPBiLg8Pp8PVXNzl+f9fPkyHn30UQQGBtqhVcSeBAIBpkyZgqMFBV2eu7NXLxw6exa/nTqFZ8Vi8Hg8qy70ec8996C4pAQzg4JQKZG0ew5jDM/LZPDw8MDLL7/c6piHhwduu/VWvPXnn5gVGooErRbD+Xy837t3h49Jg68JsR4KRsTl8fl83crXjY0dfmlUKuQWFKB3J28uxLUNHDgQl7Ky0NTU1OHzoEGrxeKMDEyaOBGRkZHYevgw7r333i73RzNHUlIStm/fjj9SU/GsXN5uOz6Ji8O3hw7h888/h187+/V9sWYNnnvuOZwuLsaN48dD4O2NN0+c6PD3atJoKBgRYiUUjIjLMwajThTop2RHR0fbp1HE7gYNGgS1Wo2MoCAwxrC9b1+sTkxErVAIQFelmRMSgoKSErz/wQfG1YmffPJJq7flnnvuwauvvoqtx4+j9LrV1fN9ffF/Bw7gmWeewf3339/uz3t5eWHFihVIS0/H2rVr8fjjj6O8ogKNHYQf6kojxHooGBGXZ0owyta/OVEwcl+G6fbnvbzwSFwcZv72Gxbv349e1dVYmpCAKWFh2HrkCL755hskJibi2Wefxd69ezFq1CibtGfOnDngcrn4Sr9/lsFKPz9IpVL8+9//Nvm+DHtwFXZQ2aJgRIj1UDAiLo/P50Pd1KSbldbBV7Z+jyIKRu7Lx8cHERER+LK0FN8cOoQ1a9YgKysLd0+fjtVHjuByRQV27NiB6dOnA9CNS5o8ebLNNn719fXFAw88gI+Tk1EoEAB1dcgTifDVkSN44YUXzNqnz7CHW76nZ7vP7yaNBp60YCkhVkHBiLg8kypGXC6CgoLMWquGuJ5BAwfiz3PnEBsbi8ceewyRkZH44osvUFlZiYyMDGMospfly5eDx+fjNi4XlTIZFgcGwsvLC0+buW+WIRgV6LsFr0cVI0Ksh4IRcXnGilEnrjU1IToqyk4tIo4ycNAgAMC8efPAbbFAokAgaPW9vYSHh2Pfvn0orKjAMMbw7ZEjWLVqFWQymVn3I5PJIJfLkd/BIo60Vxoh1kPBiLg8mUyGGoUCmvr6jrvSamsRHRPj6KYSGxs3bhz8/f0xZ84cRzfFKDExEYcPH0YzgJEjRmD27NkW3U94WBjyO+gypllphFgPfcQgLq9v375QqVTIjolBXH5+u+dkl5dj5KRJdm4ZsbeJEyeitLTUZuOGLJWQkIC0tDQAsLhyFRYWhoIOVtOmrjRCrIcqRsTlJSYmAgAudbBwYzOXi7zCQsRQxahHcLZQZCCRSCDpYMFHU4RHRCC/g2DUTMGIEKuhYERcXlhYGORyOVKFQrCmpjZf+X5+0Gg0NCONuLTw8HAUVFa2+xynrjRCrIeCEXF5HA4H/RITcamDAdiZ+p3OaUNH4srCwsJQVFKC5na64igYEWI9FIyIW0js1w+XqqraPZYulYLP51NXGnFp4eHh0Gg0KAkIaHOsqbmZghEhVkLBiLiFfv36IS07G40A1Nd9pQHo07s3PPSLPBLiigxrGWX7+bV5jlPFiBDroWBE3EK/fv2gVCpxLSKizbH02lok6AdoE+KqevXqBQ6Hg4x2tgWhihEh1kPBiLiFfv36AQBSQkPbHEsvLETfvn3t3SRCrEoqlSIuNhYX2ql8UjAixHooGBG3EBYWhvg+fbDP0xNNgPGrTC5HcWkpEhISHNxCQrpv0ODBuFBb2+o53gQKRoRYEwUj4jbumDYNezMyoG1x22V91xoFI+IOBg4ciAvZ2WDX3U7BiBDroWBE3MbUqVNRUlaG8y1C0GVvb3A4HPTp08eBLSPEOgYNGoTKqioUBQe3ur2pqYn2SiPESigYEbcxZswY+Pj44KfAQGMXw2kuF1FRURCLxY5uHiHdNki/Se6FsLDWXWlNTVQxIsRKKBgRt8Hj8fDPf/4Tn509i6tRUcgPCcHGkyct3rSTEGcTFRUFLy8vXJJKW91OwYgQ66FgRNzKO++8g9CQENwHYH5AALy8vLBw4UJHN4sQq+BwOEjo2xeZzc3G27QAGGMUjAixEgpGxK3IZDLs2r0bcfHxuFJSgpUrV0Imkzm6WYRYjY+PD+qam9EMoBmAUh+IKBgRYh00Wo+4nb59++KXffsc3QxCbEIilaKqtNT4fZOnJ0BdaYRYDVWMCCHEhUilUtS32DBZo5+NRsGIEOugYEQIIS5EKpWiTqUyft9EXWmEWBV1pRFCiAuRSqVoaGyEIRo1UMWIEKuiihEhhLgQqVSKOqXS+D11pRFiXRSMCCHEhUilUtTV1xu/b9ZvKkvBiBDroGBECCEuRCqVoqGhAY0cDpoANFLFiBCromBECCEuRKpf9bpRv82NRl8xor3SCLEOCkaEEOJCDMFIqQ9GTdSVRohV2SwYZWdnY+7cuYiJiYFIJEJcXByWLVsGtVptq4ckhBC3J5FIAAB1IhGaAagpGBFiVTarvaanp0Or1WLNmjXo1asXUlNT8fjjj6O+vh7vvvuurR6WEELcmrFiJBQCAJq5us+3FIwIsQ6bBaPbbrsNt912m/H72NhYZGRk4PPPP6dgRAghFjIGI4EAwN9jjCgYEWIddh2tV1NTA19f3w6Pq1QqqFqs6KpQKOzRLEIIcRmGYFTn6QkVgEaqGBFiVXYbfH3lyhV8/PHHePLJJzs8Z+XKlfDy8jJ+RURE2Kt5hBDiEgzBqEEfhDQUjAixKrOD0eLFi8HhcDr9Sk9Pb/UzBQUFuO222zBz5kw8/vjjHd73kiVLUFNTY/zKy8sz/zcihBA3Zhh8rdRPz2+iYESIVZndlfbCCy9g9uzZnZ4TGxtr/P/CwkKMHz8eo0ePxpdfftnpzwkEAgj0/eaEEELa8vT0hEAgQAOXCw0oGBFibWYHo4CAAAQEBJh0bkFBAcaPH4+hQ4di3bp14HJp2SRCCOkuqVSKBv3rqYbDAUDBiBBrsdng64KCAowbNw5RUVF49913UVZWZjwWHBxsq4clhBC3J5VKYdhGlqbrE2JdNgtGv/32G65cuYIrV64gPDy81THGmK0elhBC3J5ELEYdY1ADUOsrRh76afuEkO6xWd/W7NmzwRhr94sQQojlpFIplFotAKCZwwGPxwNHH5AIId1Dg34IIcTFSKVSNGg0AHRjjKgbjRDroWBECCEuRiqToaG5GSoAatD4IkKsiYIRIYS4GKlUivqmJgBUMSLE2igYEUKIi5FKpWhQqwEAzaCKESHWRMGIEEJcjFQqRb1KBQ0oGBFibRSMCCHExUilUtQrdSsZNQPw5Nl1P3BC3BoFI0IIcTFSqRR1DQ0AgGbGqGJEiBVRMCKEEBcjkUhQV1cHNYAmUFcaIdZEwYgQQlxMTEwMmpubUdyrF1WMCLEyCkaEEOJibr75Zvj6+uKvsDAKRoRYGQUjQghxMXw+HzNnzsSPmZk4npuLoKAgRzeJELdBwYgQQlzQAw88gIKiIijq6/HhRx85ujmEuA0KRoQQ4oJuvPFGPPPMM9izZw9iYmIc3RxC3AYtfkEIIS6Iy+Xiww8/dHQzCHE7VDEihBBCCNGjYEQIIYQQokfBiBBCCCFEj4IRIYQQQogeBSNCCCGEED0KRoQQQgghehSMCCGEEEL0KBgRQgghhOhRMCKEEEII0aNgRAghhBCiR8GIEEIIIUSPghEhhBBCiB4FI0IIIYQQPQpGhBBCCCF6FIwIIYQQQvQoGBFCCCGE6FEwIoQQQgjRo2BECCGEEKJHwYgQQgghRI+CESGEEEKIHgUjQgghhBA9CkaEEEIIIXoUjAghhBBC9CgYEUIIIYToUTAihBBCCNGjYEQIIYQQomfTYDRt2jRERkZCKBQiJCQEs2bNQmFhoS0fkhBCCCHEYjYNRuPHj8fWrVuRkZGBHTt2ICsrCzNmzLDlQxJCCCGEWIzDGGP2erA9e/bgrrvugkqlgqenZ5fnKxQKeHl5oaamBnK53A4tJIQQQoitOfP7O89eD1RZWYn//e9/GD16dIehSKVSQaVSGb+vqakBoLuAhBBCCHEPhvd1O9ZmTMdsbNGiRUwsFjMAbNSoUay8vLzDc5ctW8YA0Bd90Rd90Rd90VcP+MrKyrJ1DDGb2V1pixcvxltvvdXpOWlpaejbty8AoLy8HJWVlcjJycHy5cvh5eWFH3/8ERwOp83PXV8xqq6uRlRUFHJzc+Hl5WVOM0kLCoUCERERyMvLc7qSpSui62lddD1tg66rddH1tK6amhpERkaiqqoK3t7ejm5OK2YHo7KyMlRUVHR6TmxsLPh8fpvb8/PzERERgaNHjyIpKanLx3LmPkhXQtfRuuh6WhddT9ug62pddD2ty5mvp9ljjAICAhAQEGDRg2m1WgBoVRUihBBCCHEWNht8feLECZw6dQo33ngjfHx8kJWVhddeew1xcXEmVYsIIYQQQuzNZusYicVifP/997j55psRHx+PuXPnYuDAgTh06BAEAoFJ9yEQCLBs2TKTzyfto+toXXQ9rYuup23QdbUuup7W5czX067rGBFCCCGEODPaK40QQgghRI+CESGEEEKIHgUjQgghhBA9CkaEEEIIIXpmB6OVK1di+PDhkMlkCAwMxF133YWMjIxW5zQ2NmLBggXw8/ODVCrFPffcg5KSklbn5ObmYsqUKRCLxQgMDMSLL76I5uZm4/EjR45gzJgx8PPzg0gkQt++ffH+++932T7GGJYuXYqQkBCIRCLccsstuHz5cqtzVqxYgdGjR0MsFjtsxU13uI7Tpk1DZGQkhEIhQkJCMGvWLBQWFnbjqljOHa5ndHQ0OBxOq69Vq1Z146pYztWv58GDB9tcS8PXqVOnunl1LOfq1xUAzp49i4kTJ8Lb2xt+fn544oknUFdX142rYjlnv57ff/89Jk2aBD8/P3A4HJw7d67NOV9++SXGjRsHuVwODoeD6upqi66FNdjrerb0119/gcfjYfDgwV22z27v7+buIXLrrbeydevWsdTUVHbu3Dl2++23s8jISFZXV2c8Z968eSwiIoLt37+fnT59mo0aNYqNHj3aeLy5uZn179+f3XLLLSw5OZnt3buX+fv7syVLlhjPOXv2LPv2229Zamoqu3btGvvmm2+YWCxma9as6bR9q1atYl5eXmzXrl3s/PnzbNq0aSwmJoYplUrjOUuXLmXvvfceW7hwIfPy8jL3EliFO1zH9957jx07doxlZ2ezv/76iyUlJbGkpCQrXiXTucP1jIqKYm+88QYrKioyfrVsvz25+vVUqVStrmNRURF77LHHWExMDNNqtVa+WqZz9etaUFDAfHx82Lx581h6ejo7efIkGz16NLvnnnusfKVM4+zXc+PGjWz58uVs7dq1DABLTk5uc87777/PVq5cyVauXMkAsKqqqm5fF0vZ63oaVFVVsdjYWDZp0iQ2aNCgLttnr/f3bm8iW1paygCwQ4cOMcYYq66uZp6enmzbtm3Gc9LS0hgAduzYMcYYY3v37mVcLpcVFxcbz/n888+ZXC5nKpWqw8e6++672UMPPdThca1Wy4KDg9k777xjvK26upoJBAK2efPmNuevW7fOYcHoeq58HQ12797NOBwOU6vVXf/CNuaK1zMqKoq9//77Zv+u9uCK17MltVrNAgIC2BtvvGHaL2wnrnZd16xZwwIDA5lGozGec+HCBQaAXb582czf3vqc6Xq2dO3atQ6DkcGBAwccHoyuZ+vree+997JXX32VLVu2rMtgZM/3926PMaqpqQEA+Pr6AgDOnDmDpqYm3HLLLcZz+vbti8jISBw7dgwAcOzYMQwYMABBQUHGc2699VYoFApcvHix3cdJTk7G0aNHMXbs2A7bcu3aNRQXF7d6bC8vL4wcOdL42M7K1a9jZWUl/ve//2H06NHw9PQ08be2HVe9nqtWrYKfnx+GDBmCd955p8Pys7256vU02LNnDyoqKjBnzhwTf2P7cLXrqlKpwOfzweX+/dYhEokA6LqbHM2Zrqc7sOX1XLduHa5evYply5aZ1BZ7vr93KxhptVo899xzGDNmDPr37w8AKC4uBp/Pb9O3FxQUhOLiYuM5LS+a4bjhWEvh4eEQCAQYNmwYFixYgMcee6zD9hh+tr37vv5+nYkrX8eXXnoJEokEfn5+yM3Nxe7du038rW3HVa/nM888g++++w4HDhzAk08+iTfffBOLFi0y4ze3DVe9ni19/fXXuPXWWxEeHt7Fb2s/rnhdJ0yYgOLiYrzzzjtQq9WoqqrC4sWLAQBFRUXm/PpW52zX09XZ8npevnwZixcvxqZNm8DjmbYzmT3f37sVjBYsWIDU1FR899131mpPG4cPH8bp06fxxRdf4IMPPsDmzZsBAP/73/8glUqNX4cPH7ZZG2zNla/jiy++iOTkZPz666/w8PDAww8/DObgxdRd9XouXLgQ48aNw8CBAzFv3jysXr0aH3/8scM3XXbV62mQn5+Pffv2Ye7cudZudre44nXt168fNmzYgNWrV0MsFiM4OBgxMTEICgpqVUVyBFe8ns7MVtdTo9HggQcewPLly9GnT592z3H09bR4E9mnnnoKP/74I/78889Wn8KCg4OhVqtRXV3dKlWWlJQgODjYeM7Jkydb3Z9hVLvhHIOYmBgAwIABA1BSUoLXX38d999/P6ZNm4aRI0cazwsLCzN+YikpKUFISEir+zZlxLsjuPp19Pf3h7+/P/r06YOEhARERETg+PHjDtso2NWvZ0sjR45Ec3MzsrOzER8fb8ZVsB53uJ7r1q2Dn58fpk2bZsEVsA1Xvq4PPPAAHnjgAZSUlEAikYDD4eC9995DbGxsN65I9zjj9XRltryetbW1OH36NJKTk/HUU08B0FWnGGPg8Xj49ddfHf/+bu6gJK1WyxYsWMBCQ0NZZmZmm+OGwVnbt2833paent7u4KySkhLjOWvWrGFyuZw1NjZ2+NjLly9nUVFRnbYtODiYvfvuu8bbampqnHLwtTtdR4OcnBwGgB04cKDDc2zFHa/npk2bGJfLZZWVlR2eYyvucj21Wi2LiYlhL7zwQpe/sz24y3Vt6euvv2Zisdghg4ad+Xq25CqDr+1xPTUaDUtJSWn1NX/+fBYfH89SUlI6nIlrz/d3s4PR/PnzmZeXFzt48GCrqbANDQ3Gc+bNm8ciIyPZH3/8wU6fPt1mGrdhOt+kSZPYuXPn2C+//MICAgJaTef75JNP2J49e1hmZibLzMxkX331FZPJZOyVV17ptH2rVq1i3t7ebPfu3ezChQvszjvvbDOdLycnhyUnJ7Ply5czqVTKkpOTWXJyMqutrTX3cljM1a/j8ePH2ccff8ySk5NZdnY2279/Pxs9ejSLi4vr9MXEVlz9eh49epS9//777Ny5cywrK4tt2rSJBQQEsIcfftjKV8o0rn49DX7//XcGgKWlpVnpynSPO1zXjz/+mJ05c4ZlZGSwTz75hIlEIvbhhx9a8SqZztmvZ0VFBUtOTmY//fQTA8C+++47lpyczIqKioznFBUVseTkZOOU/j///JMlJyeziooKK14p09jrel7PlFlpjNnv/d3sYASg3a9169YZz1Eqlexf//oX8/HxYWKxmN19992tngiMMZadnc0mT57MRCIR8/f3Zy+88AJramoyHv/oo49Yv379mFgsZnK5nA0ZMoR99tlnraaJtker1bLXXnuNBQUFMYFAwG6++WaWkZHR6pxHHnmk3d/BnpUOV7+OFy5cYOPHj2e+vr5MIBCw6OhoNm/ePJafn2+dC2QmV7+eZ86cYSNHjmReXl5MKBSyhIQE9uabbzokZDLm+tfT4P7772+1xoqjucN1nTVrFvP19WV8Pp8NHDiQbdy4sfsXxkLOfj3XrVvXbvuWLVtmPGfZsmVd/g72Yq/reT1Tg5G93t85+otBCCGEENLj0V5phBBCCCF6FIwIIYQQQvQoGBFCCCGE6FEwIoQQQgjRo2BECCGEEKJHwYgQQgghRI+CESGEEEKIHgUjQgghhBA9CkaEEEIIIXoUjAghhBBC9CgYEUIIIYToUTAihBBCCNH7fzUPRV/5xuwpAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ax = si.plot.si(spi_d, ybound=3)\n", + "ax.set_xlim(pd.Timestamp(\"2003-01-01\"), pd.Timestamp(\"2004-01-01\"));" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As can be seen in the figure sharp peaks are visible in the SPI, e.g. in march. To get a better fit of the distribution on those days, one can try to take into account days as well. After all, it is quite logical to take into account the distribution of the 1st of march and 3rd of march when determining the distribution for the 2nd of march. Note that this does not mean the distribution is summed over a larger window. Just more data is taken into account to determine the distribution for the specific day / week. The window argument provides for this:" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "spi_3d = si.spi(prec, dist=scs.fisk, fit_freq=\"D\", fit_window=11, prob_zero=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ax = si.plot.si(spi_3d, ybound=3)\n", + "ax.set_xlim(pd.Timestamp(\"2003-01-01\"), pd.Timestamp(\"2004-01-01\"));" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As you can see the sudden peaks are a lot less sharp but some are still visible. Therefore it might be appropriate to choose a larger window. " + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "speidev", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.12" + }, + "orig_nbformat": 4, + "vscode": { + "interpreter": { + "hash": "2279c7ae29edfb28b339b66ce2f59ffc873c6e74c684d306a7300ed42278bdc7" + } + } + }, + "nbformat": 4, + "nbformat_minor": 2 } diff --git a/doc/examples/example04_package_comparison.ipynb b/doc/examples/example04_package_comparison.ipynb index b01eb17..7fb8f11 100644 --- a/doc/examples/example04_package_comparison.ipynb +++ b/doc/examples/example04_package_comparison.ipynb @@ -28,7 +28,9 @@ "import pastas as ps\n", "import pandas as pd\n", "import scipy.stats as scs\n", - "import matplotlib.pyplot as plt" + "import matplotlib.pyplot as plt\n", + "\n", + "print(si.show_versions())" ] }, { diff --git a/src/spei/__init__.py b/src/spei/__init__.py index a836a21..ca787f5 100644 --- a/src/spei/__init__.py +++ b/src/spei/__init__.py @@ -1,4 +1,4 @@ # flake8: noqa from . import climdex, dist, plot, si, utils from ._version import __version__, show_versions -from .si import sgi, spei, spi, ssfi, SI +from .si import SI, sgi, spei, spi, ssfi diff --git a/src/spei/dist.py b/src/spei/dist.py index 00f43b0..61a767c 100644 --- a/src/spei/dist.py +++ b/src/spei/dist.py @@ -72,7 +72,9 @@ def __post_init__(self): self.p0 = (data_fit == 0.0).sum() / len(data_fit) @staticmethod - def fit_dist(data: Series, dist: ContinuousDist) -> Tuple[Optional[List[float]], float, float]: + def fit_dist( + data: Series, dist: ContinuousDist + ) -> Tuple[Optional[List[float]], float, float]: """ Fits a Scipy continuous distribution to the data. diff --git a/src/spei/si.py b/src/spei/si.py index 9b359b8..64317b4 100644 --- a/src/spei/si.py +++ b/src/spei/si.py @@ -312,7 +312,9 @@ def fit_distribution(self): dfval_window = daily_window_group_yearly_df( dfval=self._grouped_year, period=period ) - for dfval_rwindow in dfval_window.rolling(window=window, min_periods=window, closed="right"): + for dfval_rwindow in dfval_window.rolling( + window=window, min_periods=window, closed="right" + ): if len(dfval_rwindow) < window: continue # min_periods ignored by Rolling.__iter__ date = dfval_rwindow.index[period] @@ -327,7 +329,9 @@ def fit_distribution(self): self._dist_dict[date] = fd else: logging.info("Using groupby fit by frequency method") - for date, grval in self._grouped_year.groupby(Grouper(freq=self.fit_freq)): + for date, grval in self._grouped_year.groupby( + Grouper(freq=str(self.fit_freq)) + ): data = get_data_series(grval) fd = Dist( data=data, @@ -370,7 +374,7 @@ def cdf_nsf(self) -> Series: """ logging.info("Using the normal scores transform") cdf = Series(nan, index=self.series.index, dtype=float) - for _, grval in self._grouped_year.groupby(Grouper(freq=self.fit_freq)): + for _, grval in self._grouped_year.groupby(Grouper(freq=str(self.fit_freq))): data = get_data_series(grval).sort_values() n = len(data) cdf.loc[data.index] = linspace(1 / (2 * n), 1 - 1 / (2 * n), n) @@ -397,5 +401,5 @@ def get_dist(self, date: Timestamp) -> Dist: dist = self._dist_dict[k] if date in dist.data.index: return dist - else: - raise KeyError("Date not found in distributions") + + raise KeyError("Date not found in distributions") diff --git a/src/spei/utils.py b/src/spei/utils.py index d177542..8633e4e 100644 --- a/src/spei/utils.py +++ b/src/spei/utils.py @@ -119,10 +119,10 @@ def daily_window_group_yearly_df(dfval: DataFrame, period: int) -> DataFrame: """ dfval_window_index_start = [ dfval.index[0] + Timedelta(value=-i, unit="D") - for i in reversed(range(1, period+1)) + for i in reversed(range(1, period + 1)) ] dfval_window_index_end = [ - dfval.index[-1] + Timedelta(value=i, unit="D") for i in range(1, period+1) + dfval.index[-1] + Timedelta(value=i, unit="D") for i in range(1, period + 1) ] dfval_window_index = DatetimeIndex( dfval_window_index_start + dfval.index.to_list() + dfval_window_index_end @@ -132,6 +132,6 @@ def daily_window_group_yearly_df(dfval: DataFrame, period: int) -> DataFrame: nan, index=dfval_window_index, columns=dfval.columns, dtype=float ) dfval_window.loc[dfval.index, dfval.columns] = dfval.values - dfval_window.iloc[: period] = dfval.iloc[-period :].values - dfval_window.iloc[-period :] = dfval.iloc[: period].values + dfval_window.iloc[:period] = dfval.iloc[-period:].values + dfval_window.iloc[-period:] = dfval.iloc[:period].values return dfval_window From b4f2bf4fee4ec220c54bbf93c6500fd9ad4f2469 Mon Sep 17 00:00:00 2001 From: Martin Vonk Date: Thu, 14 Mar 2024 00:40:14 +0100 Subject: [PATCH 36/38] Update test_si.py --- tests/test_si.py | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/tests/test_si.py b/tests/test_si.py index b6aca6c..b25fef9 100644 --- a/tests/test_si.py +++ b/tests/test_si.py @@ -17,9 +17,8 @@ def test_sgi(head: Series) -> None: sgi(head, fit_freq="ME") -def test_sffi(prec: Series) -> None: - sf = prec.rolling("30D", min_periods=30).sum().dropna() - ssfi(sf) +def test_sffi_timescale(prec: Series) -> None: + ssfi(prec, timescale=30) def test_window(prec: Series, evap: Series) -> None: From aedd47163eeec5925b44f1b64d70614fa58e7343 Mon Sep 17 00:00:00 2001 From: Martin Vonk Date: Thu, 14 Mar 2024 01:04:52 +0100 Subject: [PATCH 37/38] update markdown --- README.md | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index 7096cda..8323a93 100644 --- a/README.md +++ b/README.md @@ -43,11 +43,11 @@ To get the development version download or clone the GitHub repository to your l ## Literature -1. B. Lloyd-Hughes and M.A. Saunders (2002) - A Drought Climatology for Europe. DOI: 10.1002/joc.846 -2. S.M. Vicente-Serrano, S. Beguería and J.I. López-Moreno (2010) - A Multi-scalar drought index sensitive to global warming: The Standardized Precipitation Evapotranspiration Index. DOI: 10.1175/2009JCLI2909.1 -3. J.P. Bloomfield and B.P. Marchant, B. P. (2013) - Analysis of groundwater drought building on the standardised precipitation index approach. DOI: 10.5194/hess-17-4769-2013 -4. A. Babre, A. Kalvāns, Z. Avotniece, I. Retiķe, J. Bikše, K.P.M. Jemeljanova, A. Zelenkevičs and A. Dēliņa (2022) - The use of predefined drought indices for the assessment of groundwater drought episodes in the Baltic States over the period 1989–2018. DOI: 10.1016/j.ejrh.2022.101049 -5. E. Tijdeman, K. Stahl and L.M. Tallaksen (2020) - Drought characteristics derived based on the Standardized Streamflow Index: A large sample comparison for parametric and nonparametric methods. DOI: 10.1029/2019WR026315 +1. B. Lloyd-Hughes and M.A. Saunders (2002) - A Drought Climatology for Europe. DOI: 10.1002/joc.846 +2. S.M. Vicente-Serrano, S. Beguería and J.I. López-Moreno (2010) - A Multi-scalar drought index sensitive to global warming: The Standardized Precipitation Evapotranspiration Index. DOI: 10.1175/2009JCLI2909.1 +3. J.P. Bloomfield and B.P. Marchant, B. P. (2013) - Analysis of groundwater drought building on the standardised precipitation index approach. DOI: 10.5194/hess-17-4769-2013 +4. A. Babre, A. Kalvāns, Z. Avotniece, I. Retiķe, J. Bikše, K.P.M. Jemeljanova, A. Zelenkevičs and A. Dēliņa (2022) - The use of predefined drought indices for the assessment of groundwater drought episodes in the Baltic States over the period 1989–2018. DOI: 10.1016/j.ejrh.2022.101049 +5. E. Tijdeman, K. Stahl and L.M. Tallaksen (2020) - Drought characteristics derived based on the Standardized Streamflow Index: A large sample comparison for parametric and nonparametric methods. DOI: 10.1029/2019WR026315 Note that the method for calculating the drought indices does not come from these articles and SciPy is used for deriving the distribution. However the literature is helpful as a reference to understand the context and application of drought indices. From 47bc33083e9dd9057cc9f41908ae25adb1aea945 Mon Sep 17 00:00:00 2001 From: Martin Vonk Date: Thu, 14 Mar 2024 01:15:35 +0100 Subject: [PATCH 38/38] Update test_si.py --- tests/test_si.py | 14 +++++++++++--- 1 file changed, 11 insertions(+), 3 deletions(-) diff --git a/tests/test_si.py b/tests/test_si.py index b25fef9..232909b 100644 --- a/tests/test_si.py +++ b/tests/test_si.py @@ -1,7 +1,7 @@ -from pandas import Series - -from spei import sgi, spei, spi, ssfi +from pandas import Series, Timestamp +from spei import SI, sgi, spei, spi, ssfi +from scipy.stats import norm def test_spi(prec: Series) -> None: precr = prec.rolling("30D", min_periods=30).sum().dropna() @@ -24,3 +24,11 @@ def test_sffi_timescale(prec: Series) -> None: def test_window(prec: Series, evap: Series) -> None: n = (prec - evap).rolling("30D", min_periods=30).sum().dropna() spei(n, fit_freq="W", fit_window=3) + + +def test_SI(prec: Series) -> None: + si = SI(prec, dist=norm, timescale=30, fit_freq="ME") + si.fit_distribution() + si.pdf() + dist = si.get_dist(Timestamp("2010-01-01")) + dist.ks_test() \ No newline at end of file