"
],
"text/plain": [
" Metadata_Site ImageQuality_FocusScore_OrigMito \\\n",
"Metadata_ImageID \n",
"BR00121438|B09|1|289 1 0.043975 \n",
"BR00121438|B09|2|290 2 0.032221 \n",
"BR00121438|B09|3|291 3 0.018285 \n",
"BR00121438|B09|4|292 4 0.044741 \n",
"\n",
" qc_image_pass \n",
"Metadata_ImageID \n",
"BR00121438|B09|1|289 False \n",
"BR00121438|B09|2|290 False \n",
"BR00121438|B09|3|291 False \n",
"BR00121438|B09|4|292 False "
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"print(\n",
" \"compound in B09:\",\n",
" cells.obs.loc[cells.obs[\"Metadata_Well\"] == \"B09\", \"Metadata_Perturbation\"].iloc[0],\n",
" \"| median Mito focus score over the plate:\",\n",
" round(float(images[\"ImageQuality_FocusScore_OrigMito\"].median()), 4),\n",
")\n",
"images.loc[images[\"Metadata_Well\"] == \"B09\", [\"Metadata_Site\", \"ImageQuality_FocusScore_OrigMito\", \"qc_image_pass\"]]"
]
},
{
"cell_type": "markdown",
"id": "c006",
"metadata": {},
"source": [
"Nine of the 96 fields are flagged, and four of them are the fields of one well, B09, whose Mito focus score is four\n",
"to ten times the plate's median. B09 received a compound, not DMSO. A focus score measures fine texture, so a\n",
"compound that changes the texture of the Mito stain moves it the way a blurred image would. Look at a flagged field\n",
"before dropping it: filtering these four removes the whole of one treated well."
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "c007",
"metadata": {
"execution": {
"iopub.execute_input": "2026-10-21T01:14:09.562474Z",
"iopub.status.busy": "2026-10-21T01:14:09.562318Z",
"iopub.status.idle": "2026-10-21T01:14:10.162814Z",
"shell.execute_reply": "2026-10-21T01:14:10.162145Z"
}
},
"outputs": [
{
"data": {
"text/plain": [
"{'flagged by mad': ['BR00121438|B04|2|245',\n",
" 'BR00121438|B09|1|289',\n",
" 'BR00121438|B09|2|290',\n",
" 'BR00121438|B09|3|291',\n",
" 'BR00121438|B09|4|292',\n",
" 'BR00121438|E05|2|902',\n",
" 'BR00121438|H19|1|1675',\n",
" 'BR00121438|J04|2|1973',\n",
" 'BR00121438|J09|1|2017'],\n",
" 'flagged by knn': ['BR00121438|B12|1|316',\n",
" 'BR00121438|H12|2|1613',\n",
" 'BR00121438|H19|1|1675',\n",
" 'BR00121438|H19|3|1677',\n",
" 'BR00121438|J09|1|2017']}"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"knn = mt.pp.image_qc(cells, method=\"knn\", copy=True).uns[\"mantispy\"][\"image_qc\"]\n",
"{\n",
" \"flagged by mad\": sorted(images.index[~images[\"qc_image_pass\"]]),\n",
" \"flagged by knn\": sorted(knn.index[~knn[\"qc_image_pass\"]]),\n",
"}"
]
},
{
"cell_type": "markdown",
"id": "c008",
"metadata": {},
"source": [
"The two methods agree on two fields. `mad` flags a field where any single metric is extreme, `knn` one whose\n",
"combination of metrics is unusual, and on real images they mostly flag different ones. `filter_images` drops the\n",
"fields `mad` flagged, and their cells with them."
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "c009",
"metadata": {
"execution": {
"iopub.execute_input": "2026-10-21T01:14:10.167568Z",
"iopub.status.busy": "2026-10-21T01:14:10.166965Z",
"iopub.status.idle": "2026-10-21T01:14:10.465556Z",
"shell.execute_reply": "2026-10-21T01:14:10.464877Z"
}
},
"outputs": [
{
"data": {
"text/plain": [
"(12320, 5839)"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"mt.pp.filter_images(cells)\n",
"cells.shape"
]
},
{
"cell_type": "markdown",
"id": "c010",
"metadata": {},
"source": [
"## Cells\n",
"\n",
"`calculate_qc_metrics` writes per-cell and per-feature statistics. The most important one is `qc_nan_fraction`.\n",
"Some missing values are normal in CellProfiler output, because some measurements are undefined for some\n",
"objects, so `qc_pass` thresholds the fraction of missing features instead of\n",
"requiring none."
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "c011",
"metadata": {
"execution": {
"iopub.execute_input": "2026-10-21T01:14:10.468296Z",
"iopub.status.busy": "2026-10-21T01:14:10.468139Z",
"iopub.status.idle": "2026-10-21T01:14:12.064659Z",
"shell.execute_reply": "2026-10-21T01:14:12.063423Z"
}
},
"outputs": [
{
"data": {
"text/plain": [
"{'cells with some missing data': 0.001, 'cells passing QC': 0.995}"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"mt.pp.calculate_qc_metrics(cells)\n",
"{\n",
" \"cells with some missing data\": round(float((cells.obs[\"qc_n_nan_features\"] > 0).mean()), 3),\n",
" \"cells passing QC\": round(float(cells.obs[\"qc_pass\"].mean()), 3),\n",
"}"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "c012",
"metadata": {
"execution": {
"iopub.execute_input": "2026-10-21T01:14:12.067733Z",
"iopub.status.busy": "2026-10-21T01:14:12.067567Z",
"iopub.status.idle": "2026-10-21T01:14:13.352168Z",
"shell.execute_reply": "2026-10-21T01:14:13.351049Z"
}
},
"outputs": [
{
"data": {
"text/plain": [
"(12260, 5685)"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"mt.pp.filter_cells(cells, min_cells_per_well=20)\n",
"mt.pp.filter_features(cells, min_variance=1e-8)\n",
"cells.shape"
]
},
{
"cell_type": "markdown",
"id": "c013",
"metadata": {},
"source": [
"Dropping the flagged fields took the plate from 13,578 cells to 12,320. Real CellProfiler output has few missing\n",
"values here: one cell in a thousand has any. `filter_cells` drops the 60 cells that failed, and `filter_features`\n",
"the 154 features that did not vary.\n",
"\n",
"## Wells\n",
"\n",
"`well_qc` summarizes each well: how many cells passed, how much data is missing and, for control wells, how\n",
"variable the controls are, which is `control_cv` and blank on treated wells."
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "c014",
"metadata": {
"execution": {
"iopub.execute_input": "2026-10-21T01:14:13.356002Z",
"iopub.status.busy": "2026-10-21T01:14:13.355767Z",
"iopub.status.idle": "2026-10-21T01:14:13.486189Z",
"shell.execute_reply": "2026-10-21T01:14:13.485243Z"
}
},
"outputs": [
{
"data": {
"text/html": [
"
\n",
"\n",
"
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" \n",
"
\n",
"
\n",
"
Metadata_Plate
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"
Metadata_Well
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"
n_cells
\n",
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nan_fraction
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control_cv
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qc_well_pass
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" \n",
" \n",
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11
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BR00121438
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H19
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252
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True
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14
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BR00121438
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J09
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331
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20
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BR00121438
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O05
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377
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BR00121438
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397
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"
],
"text/plain": [
" Metadata_Plate Metadata_Well n_cells nan_fraction control_cv \\\n",
"11 BR00121438 H19 252 0.000000 NaN \n",
"14 BR00121438 J09 331 0.000004 NaN \n",
"20 BR00121438 O05 377 0.000000 NaN \n",
"2 BR00121438 B01 397 0.000006 NaN \n",
"3 BR00121438 B04 407 0.000000 NaN \n",
"\n",
" qc_well_pass \n",
"11 True \n",
"14 True \n",
"20 True \n",
"2 True \n",
"3 True "
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"mt.pp.well_qc(cells, min_cells=100)\n",
"cells.uns[\"mantispy\"][\"well_qc\"].sort_values(\"n_cells\").head()"
]
},
{
"cell_type": "markdown",
"id": "c015",
"metadata": {},
"source": [
"The thinnest remaining well holds 252 cells, so every well passes a floor of 100. B09 is no longer among\n",
"them: `filter_images` removed all four of its fields."
]
},
{
"cell_type": "markdown",
"id": "c016",
"metadata": {},
"source": [
"## Outlying cells\n",
"\n",
"Outlier detection cleans the rows. A segmentation\n",
"failure, a clump of debris or a dying cell gives an extreme profile that says nothing about\n",
"the perturbation.\n",
"\n",
"This section starts again from the cells as they were loaded."
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "c017",
"metadata": {
"execution": {
"iopub.execute_input": "2026-10-21T01:14:13.489591Z",
"iopub.status.busy": "2026-10-21T01:14:13.489431Z",
"iopub.status.idle": "2026-10-21T01:14:15.436519Z",
"shell.execute_reply": "2026-10-21T01:14:15.435317Z"
}
},
"outputs": [
{
"data": {
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",
"text/plain": [
"
"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"jump = mt.ds.jump_cells()\n",
"mt.pp.outliers(jump, contamination=0.02)\n",
"mt.pl.outliers(jump, groupby=\"Metadata_Well\");"
]
},
{
"cell_type": "markdown",
"id": "c018",
"metadata": {},
"source": [
"{func}`~mantispy.pp.outliers` writes a flag and a score and removes nothing. The histogram shows\n",
"the flagged tail of the score, and the bars the fraction flagged in each well. It scores only\n",
"the features `var[\"selected\"]` marks, so a block of near-duplicate features cannot outvote the\n",
"rest.\n",
"\n",
"The default method, `ecod` {cite:p}`Li_2023`, needs no tuning. A cell's score is the sum over\n",
"features of how far into a tail it sits, measured by rank, so the scale of a feature does not\n",
"matter. `isolation_forest` catches cells that are unusual in their combination of features,\n",
"and `mad` takes the largest robust z-score of any single feature, so `score_cutoff=5` applies\n",
"the usual five-robust-standard-deviations rule instead of a fixed fraction.\n",
"\n",
"### What gets flagged\n",
"\n",
"Three measurements that are easy to picture, as percentiles within the plate:"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "c019",
"metadata": {
"execution": {
"iopub.execute_input": "2026-10-21T01:14:15.438601Z",
"iopub.status.busy": "2026-10-21T01:14:15.438440Z",
"iopub.status.idle": "2026-10-21T01:14:15.451795Z",
"shell.execute_reply": "2026-10-21T01:14:15.450701Z"
}
},
"outputs": [
{
"data": {
"text/html": [
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"\n",
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" \n",
"
\n",
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\n",
"
Cells_AreaShape_Area
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Nuclei_AreaShape_Area
\n",
"
Nuclei_Intensity_MeanIntensity_DNA
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"
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"
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qc_outlier
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" \n",
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0.51
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0.51
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"text/plain": [
" Cells_AreaShape_Area Nuclei_AreaShape_Area \\\n",
"qc_outlier \n",
"False 0.51 0.51 \n",
"True 0.06 0.07 \n",
"\n",
" Nuclei_Intensity_MeanIntensity_DNA \n",
"qc_outlier \n",
"False 0.49 \n",
"True 0.97 "
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"features = [\"Cells_AreaShape_Area\", \"Nuclei_AreaShape_Area\", \"Nuclei_Intensity_MeanIntensity_DNA\"]\n",
"percentiles = mt.get.to_dataframe(jump, metadata=False, features=features).rank(pct=True)\n",
"percentiles.groupby(jump.obs[\"qc_outlier\"]).median().round(2)"
]
},
{
"cell_type": "markdown",
"id": "c020",
"metadata": {},
"source": [
"Flagged cells are small, with small nuclei and bright DNA. Rounded cells look like that:\n",
"cells in division, dying cells and fragments. Two fields of well O09 were imaged as well, and\n",
"{func}`~mantispy.ds.jump_plate` downloads them (44 MB), so the flagged cells there can be set\n",
"beside cells that were kept. DNA is red, AGP green and Mito blue, and the white line is\n",
"CellProfiler's outline of the cell."
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "c021",
"metadata": {
"execution": {
"iopub.execute_input": "2026-10-21T01:14:15.453907Z",
"iopub.status.busy": "2026-10-21T01:14:15.453766Z",
"iopub.status.idle": "2026-10-21T01:14:44.699438Z",
"shell.execute_reply": "2026-10-21T01:14:44.698195Z"
}
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
":357: PerformanceWarning: DataFrame is highly fragmented. This is usually the result of calling `frame.insert` many times, which has poor performance. Consider joining all columns at once using pd.concat(axis=1) instead. To get a de-fragmented frame, use `newframe = frame.copy()`\n",
" frame[\"Metadata_Key\"] = np.repeat([file.parent.name for file in files], [len(part) for part in frames])\n"
]
},
{
"data": {
"image/png": 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KTbrr+Nrvk2MTbVPNz8TlCSfHNl6kCbPMMssss8zyt1J0pMsM1+MeKNQkKZWeIXqiriEl76BarPN5sucgf5nBQG0UlKSdj5V4kWaUHN2Dg/RZqr+bEqokjYUteUnAoYkpyaAR8A3iHOoW9loSnSc4Z0nOKfI/5Rs0ZvmH5BNQuxQL6ZFobU+X7xvzRrhIBwQRogqNJki2MNziRfAIKsl70Fg+RIwRiSG9NCDaIRIR1yG+JRKI4mgbCD7i/ZpGO+g20G7geEN7fAzHxzTrNXG9wbUR30ZcF5EQcCEgIYMH8zgM+sFQmVIDC1qHrw1s1ZdNqNItJTsU1lPtt2ufk7wjNwXcXMp+p0F4o2u+SXjrtFr4pdyf8c9TXp8MFsYxmJXHVKqXG73PMssss8wyyyynEx2vuRNGycHauq1PDbwTg/VdRwv21Pq/FUpQ8iGk9jxQhy1JZTB0IM1wWyclpCkBCzXvg6De9fkQ9lLnUe9QJ0RnScqIxfM7s8jXKnUKQSpKtAEHcYKY58EbhnKkZGiA1i4x+JQHEYAWQSTlPUSUoJqs/1FxGhEUR3oXCSnhWiLiILhIoAXtaGNHEzqarqNpO2Lb4brO8hkiEiKE7G2IBhjs+WsdrjR87LtN+mJAonSki/U0+JsHDlOdapel+1I1xnqAnGRVz0r3Lgv8xKm1GiwDA/6OR7AVurT15cSJTvH7VlhVHownhTSN7/nE9W6FJk0db8fz2DVhTG0u1QSUJ7RsCHFV07xUwGFGDrPMMssss8wyEK0+yFjvybpOXnN77TFnO8hg0c3bhEJK0mcsjAFCUuZTgE699KdEYJGSPDBU/KVJOQziBwBAXKX0+z5cSbx5JXxOjnbQuN7DsBBYWjbzSmDlYeFguUB9Q1w0RC9E5wiyIIgjEAk4glISlp06u0Jrt5Pe45AZaH0owMYjeGA/MytJpDF9RVC8hYS1IqyBqBBCulGiYjkJiSlJ6BBxyYMhwhql04h0azahI65b9GiDXmjZXFijF45ZHK2J6zVuc4y0x7juGAkdZI9GARBqUEnK/6haD0jXmuhX4whV1Eru6Uq73Qo8DlOgYvzdlLKpO7a9peWWOvalHEd2XNdN8ZacBGBGVomtJu4ILdrCLjL8rrwEcVr6q97KQpU+5etebZ8a4BBVTyJmS4lZuCZdWLiAhPOgHU7PIbrGuQWNX+HEsVLPAs9SWw7DMY0Gzh5dz+HmHMuw4cz6RprYsooblnGD18iCFqcRT6DRDkFpdJPiMYk0FuMoNtm36jhGiAgXVFiTGCQCHaA46RDp+nVCINr2QLaVpEkYT0RoaQjq2MiKCxzSseB6PonzXMmaM9won0LHipYr6OQMaENkZXR0F0AvoLSg50BbVEPindYNGj5s3/81Gj8Iuga9ATiy5LJN72auWSTIgawWv+lke1zUVplo30cg9pNtklGInYCWDLuh90yqvt5/LcPvMtMIoDnutz54Zh2xY6p9Ls1R6SMlS9SkmcYw6xzG6mELwEff+lu3YI+fZZZZPv4yZQysZdsQOBW6cknn21K5+oVc6eetPq+iynNAJkCFgQl8xbCU8xKc5Q54Axo1f2oOW3IJdDQOmga8RxuHupRsoOJTArU6C1VyfdhSuZ44ZIHKwMElY2a+c/kaPckA2jghCjQu0iD2UoNhac0sirwqjSZvQ0MotK8BMTADLiqdptoLTRdouojvUlhSCk3qkC5ASOxJGBWrGB0r5tEoi0J5TeuDUshbdaQnn74e9C0AHHYpseNGXcxSTvX7xUDB2HI/LogyvlkXOW/Jg6gV5ZPaO0L5g213Dc6TBu0Ohb98vcuqP/a6jDfaBSJ2eEVk4rvBPhPtGJxWR00Z8jcPAK3LiphNDJJchLPMMssss8wyy5SMPQ0TP8NAESygQWX0Oz0oMAaiolAXa159zFEx3azgb6333vIaelAgGTD4xrwPiyrMqEm/50Jw3iHeg0+F2VIhOMzr4GHhkYVDFgtYelhZTsQiHTOFMfkUHBQbK3eQFPsoSiIhUmvbSHfxZnjy0l+y3adGkueh9SknovMdUVMAUkcsPpuIozO44QgsJOI1spIN0AEtXUwsTd62VQ24LtIeR8JRJB4p66NAPO7wxxv88Qa36ZC2Qyy3IQGIkF6FkhUDFfTPfBC6NMpr0LHufDod7BbyOOxS7sfgof5tCmiMP5+0zWm+H28zBXL05FOO97+YUb9k/56iScMdy3lk9J1ObHPyMdgNDsp3U6BhvO/48NuW2B4kjNmReq9Cb4DI1mCqIi/0SdHCrSpUycvGPgUgWTmgRUsiWH4/RmQD2uG7FqHDA4uY3KAr9SzUsdKOvbhmEdN79jCsdIPXjoW2LLRFNOLM45AiOYNNALFyQ+ZnFVOPkoiYZbrn2kiWkJIsVXVxysRH+TI7vqN97zSCQENIHhBgyTEdCxRHwzmgI8qSyB4qRkuXLU3qLcLS2z2kH6OyAF1ivmnre4scYWrxsrFsPxiWOjzUdtxvFQs8BueXYJWrowWk5BOanSoX/qH2ItRWrNzUibmwOCCMGUWyhSgdU6s9deti82+XPAHNMssstxqZMm7WcjHdKc8odSJ0H3K0dQjRURhTPZONwczY21AVd8MPk6ULqJCRx8H3eQ7OzP3e9a/Go415HBaL5GVoFqj3ROeJ4tIsKIsEFEQtrwCipjVPxWbP0k4twQL4OsrCFj/TU3wD3kmKtlLBq1jBOCXGim3JaFsXFhmwUFPso+I1gQnB4RHaGImtsthEFpuObr2h2bQ0mxbXtkjXIt0Gian6c6JhzbUbhp4G0bRKo2EQsrbVBzJgHPxyunXj4xSqtEuZzXKSN+KkbaZkuKBODrbxoUQq1qXJknujfWswkjvc1A6na3N/tPrcY9Cz1ejh+beA2MhNMGV52GpenkBGz2bs4JiaN8hhIsN8Bqk8DT2w6BWrS9DbPu6y4kb7JKg7n959kyY0ccRmkVyrwQZ9CDRHR7iuZRk9q3CMVziMjpUKK+04G1Oo0pnNjRy0F2jChoNwDh87mrjBx9aChjp7j0hWum2iyAlaUh5BuqnO9vBAo2nS7CRYD4h1/IvtK0a8oBb+kh9tLPA2ong2eJSAR1VYcMSSc3R0bGQPBKIsUPZRvQJ0AaxQiaAtsB7CY2lAzia3s7bADQk8aGvewY0BjVC1mcRnbQtC39/6uF+Vuj/nsT0cT7twBvVWUrmz81roMs2fVShVkCh98loZAvk8UtT7MmIlt7M3FmVYJIDGfIQcq5pbXIH2cW2UWWaZ5f8sGazdY4vnSeNeqwmuWqy35oqxIaOuJZ0nPzfcalCvoU6EroovFKBgdRZkSKEquYZDXRjOqf2ZPQ8OaWrw4NFFg3qPNolVKbrG1kAhhgQcgtMEHgClszUtZGUkGbVsLk/AIdq9kn56NRDjFuCd4pzgY8IYjemBMSihVL1OV94QaTTSaMCp4qLQaYfXAOpxKiwChFZZrDUBh02L32zwBhxc1yKhRSxcSWJVq0F785Nofs69IVESz1NaSWzdlzHfjl7amnEL0LHWZ65/m7aEnSxjBXfq913n37FdWemzZ0H784yUhsHg20pCrg84Ve9hfL1Tg/E0gzwrFpUV9SRN5mLXX39XUP/I+5Lv0U6j68gCMQYL0ucpDP4eVJHMfydNSpyYYjSqRnkrksas3+lud8XCoRJQ5xDjnBbtwCVPgZcOT5fyFGLAKyyDY6nCUjuWcUOjgWVoWcaWRjsW2uHt5SyfoSjNIy+DooZ5ix8hJa9ptg2ZymoTnVT7TfWbnGaVbfux6qFOjEMaQQnJusKGgKMTRyNH5p1Y42iJLJLSK1k7dlWnqd1U0aYme8kigSJpsumpWL9OnFHKDdBqoZOeCjhbmfJpt8bG+GBVE7OOngGDy93cPDoxAS/qIVENtf7O9+wf1GevnZtlypFh2Op45t8yBswyyyz/x0kpPDtlHKwX6dFEkXWaYi8ZbTNEAtXnymMg9Zxd7xcrj8SIPSnnJpRchio0uQIKKt7AQ9PnMbiIepCFIEuPrCw8aeHS30sPq2XyNjR7qGuI4gmaQEJoGjpbnVuEVoU2JgW+dSH5uzWtkUJN1KL9BJ91RisEIcs036fmxZRrqKCp9BvgcNrg1CPAMgZ8hEV3hOscTedoNBI0eQWcCquNQBvpjiLhwpruwjH+6Bh3fIxYiBIh5zmkxOjkecjhSBkshKpa9Oj512Q7ItXiwgn67rTcDOAwVoJPI6dVfG+p812kKSf+uOsmXqzC9MVuvuz4vH1fdHK7myjjQ8joy/GcU3+YoFUdEDTU8wU73gfb5ETQibbdinSeK9bX2ycxa7YQm8Y8DUIITQIONuBdjCy7Y1zXsYqwH5RG4SAIqygsNXAYOxqN7IcLrOKaJrYs4xqnAactjg5VRSVmmECoQKYgeLuJkn0DFtMZpQ/ZLGXp6StM9iNMinehPEKNySpTCNyEoFoU3waIOKKsLXU6ciwNC44Isk8QT+CQKEtgn6gdSBhNdFlbzom+S5QVwp61b2lAIuZUtbSvaGUQULOw6BCPCrZAUWjzBLU4UfoOWiw2maov3TGR/nhiSczOLGa+fAaPx0nyOzSZ4c8qjmYMrdkOZCFIXXlPfOGKWsp68kJEuy9qxkGth+2gtIyOvpxllln+z5JKGRwUbuMEHWmsW1R/ZyPKeM0vfw6ThAeGxosahEe6jkwdowIY/eRahSmZ0TF7HCxUqa/vkJOjG2gWqDSo80RNBrSAJwoElKCOEB1BQgIWEnBEM25VZBrFCForNQouJOCQI6q8IJIU/1JLQSLOErCdRTz5qOkVOnx0NNFb0bZIExWNgm+Fpo00m4hvA95oWFNSdEyvmNerOCr6Vj+Kfh0cdoFTPqNTyt9gqJLs6FwnNW58ERe72B2dd9LyJif8dkIbBjd8CjSc5mbX2nUtJ3lQ5JT3bMexZMdvAwvrRNPGzcwDXKr9xyBhkAQ9ipEsbjv7zmm13/jabyFQ+DGSKzY3ls+qpuR1CTioE0L0RCeJMi3EAhyaEFjFwEFIHoeDTlhFWKiyHyNelf2wTt6HGFjqBqcBtEM0WUk665cRJVTW6fGoyR6GOgMiuZ6NZzrVqk9baW8NF+v7OR8iGyQivds6+Rik8ntElDWeDpHAMdDIgo2s2IhDOKJjH+W4MGxodqVWQyuBsAZhkcCD7tmPxlgl2fsAosFczVrYJoaudR0tShZi5Oyh+Rwfah06YtetxpGR7pezfp/WsgQSmgo4NOJwIizE4xC8h4XlOTRmkaLq4QEhmDt9QypWtAFayQxWVkgoJy3apag9iJ5/uxoz2buyc5H4+Mny8B9NWCkZLsyTisiuuZOqt0+tMfUkxeh3HY0Wndh23I76tG74+5buplWCKdV8WCtNfaValsCewFKQfetkg/hO38+hfpmSSf3KSCWkHEcWFu/dNLA4RPxZ8FfC4hPBrZBm1bPY0PSWgaZN7Y0KukBigwaXlJVuA90RhDW6uR4N6/Q5HEPcoOGcgf8ArgUNaGxhvU4W0s6soGmmKqEVGvJ4zVz9Tc9owwaCQqdwpNAqrNP2GrP1lzKW06MWiGZ9zRNdFyGz0AQb53mOUO1jAhHa838y/awvK4nbfX0wBcgITEzpUH2+GmXXer/+Jdsdu3gsyjpRTU6lKWW4ZtYiLWCg5DOA9etFmsurAnBJ204KOgtBliB7DvYc7Pv+tbdCVwt0dYj6BbrYJ4ojiqPD04rQimOjykY7NtqwjJ4uBLxGgga8qBG2xr69zpKwiwprN8zbWunbtFx4NcCgaZzEgNDabpEmpFCmvRaaAIuN4oPi27R+B5QYWlyE9liQdaS9EFhfWOOOUhE4Xa/RdoN2nRV7C2lcxVi8DplZCc0hSVSMSlNVGnJuh5aQ/JO07Sm5mR4HGffcLRkucDd3Qdu1gJzmuNWiNdivv4apLU6HrE9z3l2/XYqHYkom7v+uXXJs4xRQqIy9W3p8HTedtcgpb0IBGdV25RynBG63IuywCm35rGYGzkaB6IRASB6HHJMYI6uuwxtwWMaAV2Wh0KjQRE2cz6qp0mRmTBi4Hvv7piUcqebqTv+HAhr6XjZ2YI6POVgoxtYsrR57laBLyXhIFvnGFN6GQCMdyTewxnPBeMDPp7wM8caAHRMlqwQzqbt03WXCMxe3JiChsqhCmbDJPvYJYWOgOwXI+6zl/q65il9VY6oyWl2Xc8nr4F3yLjgnLOxz41wFHMzbgLC0br9QhzdlPp+6y5R8RhgSLJjKJbJZs5bl7JXSkpLg3ocyajnmkH3v8gMP0206yXgy3m5s0RjD5fH6UCnvkxaRk9eu6TZPQPTBpFkz9E2AkbH3thhXEpDIeS6Sw/lM8SpUlq5JlXVLtV1BvBrnfQOLPcQvoTkL/grEXwnNFeCW0OylfSXRV/ZJpzYzRIHgITSIRFQ64Dj1MlGIDUhnjQ7gYpoiYroH2diZGV0U6Q1F9X0pHyVNbU4Tb77L1gl7ZUtrTmfK35dHa2ChPJYKENSWkkSjM6RhHqz2l+NYmZJdwHq82ZSBc9RXC33qzqNUo2MEIGRiT3HWR+sj1MrFDqWjoNcMKuiVd5erRZNyGxbOajkIunTo0sPScgr9IoEHAw5RGoKIUYcrMfr0whM1EDUBhkgkSnp3xBJ6SuP6Jqqk9d1FVJToJK29kg0E0YxaLhnicuG3SAIKIb03AVxI4CElL0d8jMSguC69pItIF5Cug9ChIYclhcrjoAOwUAaeVq8aWI6N31t9qNcfTiu3kMehbsxwcs4qyfQEzAmDdtf2J20zlql9dt0gnW5TWZVP46G4lHbs+u1iXoip/XViExk/iqHynskURgBAqJNIa8W/plrVPvF5xGE/mJMn1+w6KXp8vbcu+cR18jio9tau6BqCcUhHb2t/JqvQyDK0+BhZEFhpi0dZRmVhE80iKk6VJoSUz6AR1a7yGeSQo9hXqbT2BFN8kzEks2lna0IPMmLFpCRVdH0xlsrwUZOPY5+Hk4aa1yMpu04CjaQwnzVHrMVxLA1rWpzcwIaIsgeyQt0qDasYTBVuEDVLD621zxP1AKRBOWMzynFKrKatFp6Q3jLIKhVBrZmV10FKzg1V8pspYtHiWDNzFOBEWbiYcji8Y+GSl2HPe7wIC+dYOodDWIjDSwINK0lAYKkpJK1mv9ggBBU6YGPP8AJmYEU5h9KibNSxEUfEIZooBjVKeqHF4qRExBLdJSt6l530gG3XT73SXf9wWnAho/mw9iyMJ6XxrqMYsPFhqcK/dDx3yWhbxpPe9jxXjDg9OCjzslTf5zm6xIsnCktxbqhceY80S/B70KyQ5gz49JLmMHkq/B74ZQIPjbP9NBFVAHQVJaZ2iLQpCV/Xaaz5NJuk6EC1fmfXaUQAmvt4ZgPL98lC/Xpca9dmIXi4asxq5SXIryi916BUSa7XtcrTpiUeMH03BRqUCRr3y13y6K5MPIO8xVphnMjDLIuzGx1z+xxJnNmP7Lw5vBOGoFz8EAAMWJUyOq1z2RxoYtVLgGFRVYrud9FGkKWkYm/Zy3BG4IyDQ4eeXaLLJbq3IroVQfbpxNOJo3UNjXg6mkR92mrBn52k2gpBAh2RQMBJJIrifEx9cZGb23dajWLlfqzys49E6YgxpBAprBBbDPiuwwdoQmS5Sd6H1SbVbJAumYScRrqQ6jf4tsNvFLdW3GaNazdod4yGNRpaNHRoCGiMlbfBXhlAEEvGXK7zsO1v0FF/GD/30wGImwkcdijbcEoF/abKFBDhhLbUX00xCg2tVpNHL2NzKh7wNMr/xa551zWdZt/aklXfgwoA1CA/D4ii0VaxffX9mTIQlDmlslJvrZvSr8HZelaOU33ObZSpjnz5S/E4qEBMhbhiUEJW6gfAQZLiaW7SRjpWdOm7GFORGIuHTNsnb4PkSo9mRegXYgMD5baZ1aAyO1ebli163SgDh7xn/xDH6039fY0hy/eSIQl4gygN0TwOjoZjGiN+Fc7hpCNKZ54CKiU3GuMSBdSkltmkzAJlYYE+jV1LZ2xSVIvVCPjumhQLqwdl4coF4BJwcDhRvCiNaPJgO2GZgYMI3glLEZaSgMPSQpeW9rsDVlYESMwSqpLCmJLXIYGK7GNRW3rXlj8SJFU6BbECg2nh1QLkOlSN/coKAeU+d3lJ7cFy1QLWZ92cPM3VyfM6mrurc0wCjV0Wt6pfaNzefgBismIbK6VppIDVc1oNYnQElvK8W3QpV83R0jO7lPlVSqVdWeRwjvQuLrHLSLNElgfI6kpo9pHlbRJ4aK5AlrcBtwfuANwq0cKsbPVfkCByzPggphcXkrVfU8aN0KIuKSoiXT9nu2UKT9LEkCY2j2shwegBvLp8RwaUYeZxqD0NAhsLT9pUHoeQLLl5vhssUFIZ98ojri2w0oOHE9fay1mqMTCZGF3LWBea6vdMjI0x8KbyZg+BcP62H9pjRaF6aT03V2GjeUxlkFHTrzYpVImFwB6wDxwIHDo49HAg6FLQVXYyeaI2BJpUORpH0IZOhCCOzqklSgsdSictIoGOzrzgEWk6cBEa8/K5nA0YU+QbpCRrgVYcnZV1Czl/MDqIikSPC+CD4IIrIMJFY/8zRd+HjhCisSYpEiLabdBuAyF5HYbeBRuT2leBVu2LoPZjYzQ+xv1dqZ7v1g8XlVvA47DrRCcBhPFvJ3X8+hxy8s04UarjbZ1Oqq918naW85Xs84uhM9nxeVfbdfTbaY49XiSriyuDcoIWtVh4xqFG5ibvV61+khqHGm01bwJAjB/XuPlbAGzywJetHHYZOBhVpkpidCBZzYNNlonTP7H6NDFxPzc4FjgcShMjHouXzDGTMS3G+V+x2qXSNWVhHt+v4lnQ3scgdaiTYsepH8+IFjSH1VT/Y6q0GLuP2Df9MRIsaAAl0uBYqqI4FhyzsJRfLwsiSxwHRDlGLe5V1VkoUhzEZ6ZFxSHaoBxYW1K4kmiHamNgo7XtM4iI1eRYhSFVt0KKQieITzSB4hTvk0V1abkLDcq+eBqUPSesJBUDOnCORlLI0tJ4uxcWsrTEgAWwpyl/pYSfknSiNqYFbG3xrkuEPYU1isOzRjnSBkdDwLPRA4I2RG1Al+k5xTVoZ9d/IQd3V36oy0jKFDdlWKmnvSnAd1PmhUtZK6YUqanf68ZWitZgLhvNzzIyxpS5tk4KzWDFRperNpYKLOSCWF5SZV0x0NCskMUBsjyDNAfI6tD+XsFykay6zrwObgkrD42gC2NhC1if6VDtoEvKUoqpjubhC70RQ8WsxlLGkmp2H9TeBqmAYn07+7jHsm0eIx0JPAQZhilZwmuZxwb3v85HrL0LOgIUuxToW4P0NRd0slbLLt1kClyn7beXkPq+uOEYKttqldswJRXvemXoyGFSPZMi1URch0E7y3FQZJFzgBJwkAOBgwwcDPiuzNYeU8G3oEsCCzocXUgRAJ0sCKJ0oul7oPNrHIFONilwVCKuEbwL4BMZCE4KEUkXIajSihgAwY4lqbAcCThIBAmScqkD+Cj4KDRBcTGF36kp/C50uBCR0KWcnK6DsIGuTaBh5FkogGEUlqSVR23bpDI1f4613EvTp28BVqWbut+u96mLnFIsdTRQ6lNcbDKQobtzq3U6ag8nTzJafZhUhne0YdI6xgkDf8cxt27PiA41Gyq8fZcTj8rcIEOPw/igpboV289r0A2mwMW4mvTE5cmtz9sAcKZLBeCKUyAzCyUYQHTeJkqfXpomEac5Dj7FRHorSY8Bhhyvr1aoJocWpXh76zPlkeREWUmThwixjnlkVJKemhp0nNdTeJast1vc8iBwp2dWcpbGK5aQrIJFlAoLEksUCCsiKzYoxzQSCTQ4OQTOIM6hcWXu7j07ccVuREw8USKIHtiUtYLojGBviXJk5tIIujGwEap7QAp1yOOgqgYqLl2Xcx5xHo/QWCTevjhWRJYoZwgsUA5E2BdYiHBgOQ2NeSIcUnIgljj2xOGB/agsy3qclJ8jM6h2qqw1EhAOgGNV1lZrYw3cyAJlSacL0LO0rAi6B3pgi8h5VDeoHtlYsxj0Exf2j7MUOsmJNg6q28q2VX+4cfV5PF+OJ5kw2m4XUBgrWePJtZq3ZWr+rrePw2spp5bRq29P72GoAAYpp0G8TwnULgFdpEHcArc8QBYHuL0rkb3bJsCwdwWyWiGrPWRvaeEgC/D7iNtH9/YTcGhAY4t2kcgGWKd5J7SIbFKis+uSBpS9exrR2PSKS2xNsfdmEbV5wgkaXbVkBLJhSl0/HurblWL3JCVEtxk85MTofOtrgGDKqNS1TUY6QL0+V/HfyTN361l4etxd96tdelR1e8o8X8Uj2zfF17wF2Bl61gagXqqCByNwkV86GgvF5qqj8SOZAmKbxt1J8YqxEtgT9MDDQQMHDXrQpBoOywVRPbFTQlBCiHRR6NTR0rARz6ZpWFt9t7WkJOfG+cRi5yBYvgNe8BKRJpTk4egSAUkr1j0t7z4555ROIyFEYohoEOhcKj8UEoCQzvpxZluSxLTnVXBBcIZCtIuELhC6SBcjIUZiND1AI9HoW9HOvAxxgIXNTGjnmew5I3yQyURG25xC/oZYlU5Q6uEUjbtUS8CuBeSmyAkTyc5DT7X3plgzhvtIUeXGbauV+hPauvWSoYfBVSFKZZEaH3QidIkdt2kqPmIwwV3sALcu8ZUlSw3qx8LFI0SVUi05Fwbzlsya+Yik3LY+LhH69/L8heJBoApXLTZ/TSFh47y4/Hd/9w0SKCXxt/SzYrToz0k9IZGSxLT+keq5j/IjnKpNkhEnEUdA6HAqdpe6vmq0iIUchZH1I8du5gQui48tU1cDaunFWhUbyopDPSnWlsdqxs0c3oVkRtLkvsSxElgS2Sd7HpKC3wjsu5QE3RjDkiOFKQnCUpKhzAMrhGWmvNUE8DqLyhBNnimxIKxo93dl93GjCYQ4HBsaojFNRfbsSQVrdU7Qk/K0Li+pFIkpj8OkF6LuB5WSrkyAjkohwW3vPgh1qveZknqeHc+5VZiVjrYdJICOE1TzmKrHVkUpPLBVub7QlcvEAH1ug3iHuAXi9hG3h1/eFlmewe3dDrd3BW65hzu7j9tfIPsLZG+RvBM0yOIAmjPoobc4cohrh25istq6lBQdNaKuQ2NAu4iGmOrT1EUXo0Ls0NBCbJN3IhebEujRARb+50y5r7zdzhT+YE6zjVDoxYL2To6ow0dcbqIM7AODjbaSQnXQz+QmrdEfb6nHwOi7qS21Xydk8lrHd2EKgG/vM1QiqIBCfTwZfJp4gNWZhnOWDBYSm3DzayGwSGNE8yu6lBoT69x4sQTp9N6Zp6B1iSWv9Sl2zntv67DgndGOe6tepIHOpf1bn/ILu5jSgbou5fYF1ZRsrclApVETgIhmsMr5Pzl5WsSKg0qJ1NKolvOcjpWiBPuQpPE/cr0mm+2Ha7LdbdXhEBhoAqP5qDzD0+llf4N1HOoGnqTYT03Ok1rpDuVcR/uPOruMjlFPOpOBwLtu3FQ76z+nFptdA29iMZzctk9snWzO4HxTeQwj40AOkfaCeuOlz3R29aK3tdhO3Jtxk0qfra5pkABd3+/a7Snbt+FWInvapQ/aW7GjpmQrcERRC+/JypwaCYNVfI593EwBDMXeXydDV4utvaJZZ9SsGCUkyqZu0SpURYc3V6xQjQDNYMHNjyX1uMR1nbYLmpPesGMYPWmpYmzHjmKU246FhVssCSwzF5KujT+7SVZQmsSmQc1SUQMlqvhzLEF4CXrGaFyrgFi9YFt15iHpH8wgGMsSlUXVhoajcT7lK+A4EE8jcAXCGYmsVLkNkSVwIMoBajkOqRSds3exfB7BQpUQqwwOS7UFJUaiwiLCcYRWpeQ4LNV0JiOjbQVWeBo8GxYIhxxxwEbOotzWqHXPWxr1jdYXWmPC6Rm/Lk+ZWgd2/a21m+gia85oji7Tcf57tMYMlP9LaX7ltd5a3046Xj5v3Y48Lqs2Z2XJpTBHNIX/5Eq74jzOLRC/wjWHuOYsbnEFfnkGWS3xe0vcgccdNsjKV8BhAYslejaBBvVKPGrQdSAcNbjgiUGQNo3r6APqUqhSNOrmrJRr8ZBGVMPAu6m1wam+9Fq3yXS00X6MUnIZykunAH91r8frRl5vdHzCaYX1oo/rMpJaBYd8eeO+119vVie1GFHGQErMM1sDCxn+XtZyBoXgekVfLRTJJ2KLsRKilWEsAwJ6XJf+8pVywvCBZN3E+/SyqtHaSPI2LBZEtyTSEMT1AMEprUYrRwrHDpyFxXof6Kwew8I5ojf6Vg10Al4izmoMSQyJaMwL3SISnLLulC4oaxWiuOQQC6Cd4tqIdqBdIrAoFMFIyi1ShbBJ4CBEug66IHTREaISYkMIHSFIKt0QlRgDMUZ7T3Uf8rqvg/mr1s+0jx3QcR+pwXPlnfjYVI6u5ZYYfVOzzNT3l3C+S971lppBTgMedp1/+z70eRfVwjI+3/ihj0GEVCZVmXgfN3sLROy4xCk8NQARuX3j6+wXz3KIW8kEnqXZSsaDqKayihLVV7GouVhLXgzrcvFjIGnfSVbme9CQE4lzUnQuPJfoQ+1+Wgl6xpY4u8nD7jC09MTKfl3ISvIRamBiMKLXfwZZ2AmcaAq58RJpVPAEnIa0rwTL1wgJLNRAZ2v8MGhx+jVDkWXlqTCmDqk6dUnCrIGDPQsDagJ4F/HO0QBLl0Kt9iVygGcf5aymoKhDAw5OkifBFSfesFDS0nIbUgCWsDLGmZL/qYXAyXQkKVfY0CfhdQhrHB7PeVnQyZKoe2w4KCBF2di9PG9BThhwutxEq8koS61k1EaHenLRKmxCtpV/sD500poxbof2oUQFWGSALqMJrpaKS39nsrdWL0rhwe2p3Wh/8/nL4TQh+kXfGUSTldLZyHOywPs9XHNIs7o9bu9K/OEn4s+scHuO5nbgzzjcGcGtFojsIfFKdG+ZhsxtLbKogXDOEY+EEAVdrIk+KS3qlNB1xPWa6NYEaVG6BCC0tdjrYxt/XSpbKKHMaQopOdpCLIr300o3ZAehqClZndVsaC3eO4RSoFFUeo9reV7jxXxERZl/H69p5V7H4deXvezSJUaGOMZjZ2qfUR+F0f2sFQdG3op6vwkwkj8PTj0+XzUXl03ys4qjcHPzKpV37a3p0f4uecPJ0x+swGbnUnhRSmgWNiJsfJq0F4vUB33j+lMTizEoTUEJWAQfaX1Kgl77NF+3qCn2ffK+djknx4gwYiyAq16ztbALJ49FUAhRCOpyjbcUBVi8GdHUhcRiqNVQ0PreqW4B7YFapeNnPnp8p5SbARyGHWvQOWXcOcb7jT+epKSOtdOdG06cf3zeGj1P7njCQXcd82Kya5uLHK+2uJ7m8PUaVnSsXPCK/r1wd1dxhHnC0ZGCrxPHL1z3ddWxrNiO769MhD9VE7/0Vo5bY7FbqfpTqWsnabCn3IQ2KXA5ONcGdhrbNRtCKFRqOY8hPZJ0gzNdYjJeJIUw219V+/uXrOgkcFAmiJrnOdpTuNid7gFLXSmiBx25qFy/GJTJi2x1TwxLUVNth0ZSwrTXipxPMmjKAaHpBqpWulisEu10YRpHvQjViqer+rEteKX79QxKub6Wk0xOoyxdpHGRfYFDAw5ngSssL+8KYGl5CPsGmhY98eBQz7WgoaWRxSyjsuxxIlH7ytBtTrKr1nlnvWGhWDJfZC2BI1qEDcKGVjbEMl49ysIqbDd9YaXLSSYS+XdsSEG9g356gvdzoExS9YuJc54Y0z6xlk1uMnXs0ed8DcWLVretoqsU0vh2VpTQcs7E5gqJfTijjXScejwLvOzj3RkWzVnc4gzNap9mv8HvO5pDxe9nBtYGZInoPrryiYVmmYBD9ELYM1rnMxtityG2a8KFFu1agusIEkhZOMnrIKS/1ZLwM1dNjglX6akh+zWsAldmYBbXm8T6AjhGMRyrAZPxXB26Oe4LGZHslNHaNABrt5KVZ4s5cfR5wFzU5+CIMtSJyt+V0Upd1U+HVsXMlJUOm71OsRqTI5ChWM6arQ0aS0UapSnMdWRPVQGamRjE7FBR0ej7UglBU8hcSIUAtdVSj0GjI+XxJ+W7E89GPGuf2rWQFPYXxSMOVi7CnrL0QlgkopIFkUUUPBEfUigtMRC9Er2ysQrU6yZ5Ajo1q08LbhORdUQ2KUxJg6DGNpbqLSnqmxSKFIyKW6FV84xEYROFtnN0nRCC0oWY3nO+g8YCIgYlHVRNnwh9pMIILOvWvDcCjIP58+JyCwKHvkEZnU7H51e775SpATL+ftc2U+fbtc0uJH6pcrrjyOi34Ty361pPccoRfsu1gya9C/WrfoTjtXZqXRwDi7odNWgYgIXq8+CRyCAucuoOXO7iLKwmUa3m6IVYen40nnNVlxZXUxrRFAaUYhfplXJJuQBS1cxISdbpzgRJYUs9QY/0SoWmnAuXFY6KbaGEEhWaUa0cTVNQorIG5UmvAg9YiFLI8cyVkpetQmI5IAosUFamYiwsEqHLRlhNtZOTJ8WUEMkMLUIJxMaB7KXP2dKegYq6uupCxSWerT3p3uJcAisuJVN6LzRe8Q5WTWTlOg7EcaUkRqXb4rhShX3gdggr8x7s2333agXZMoNVVRhvocJKFa+wH4WlhahpAY6pxRtbUruq9VGzoVlSTQ8JHNOxljULHCJLNlygIy2Eifx2hXDGQOgqLXqXnZw0wscWi2pO0XqS4iJzY60ZnrSOjJDeZDL5yGA1OV8PNNGR0aQCuIP8B4aEEwYcUv3DUkzH9LjMpma5UerM/7SicQc0/ixLfwV+cUiz2mOx5/H7sNiPNPuK34u4xltY4B4YaIiLRBcdnBJWECUSDjfEzZqwWROblug7gnR0EojmIQwEguT8pI5Q+GVCdo0UZbG36FfXLlVkijfqVbQohj1oiCPrqFQK5kky0Y9O2lZ1x7O/DGWSCp5R36ssEGP1S+r94ug4MnptnXxwP0UrRWMA9Ku1o7RZi3etB4O59oAzACHmVerXpUI5rWa5j5KAQxfRNqJNRKMVZdNcIy15GzrncTRs8Ig4Nq7BGX3xwgvqhKZJic8Qk4FGoXUueco9hd0siifS0WqXypV2kdhGwiYgG2AT8K0ineICiVI1KNGqREQaY13a2JUFAi1RWwJdguFKqjcRIm0ItCEQQqCLoQIMZpQsQCGOGJbKMj+aK0fjYBS6fFPkFqjjwFZH2/YYTzRQR5PsVhzWxc47mrC3ZGqxuKkTxOkstCeff7T1TWnKlKGhGuslaqUAhXFRoXFBLHpLYBn8Q9q1wXlKf5MRw96YCWW84NdNlv638SR4K5m/i2j/oeatKFAgW3CE5KofYDJTesFURAbhSeW3kX6i5Pk3WeZdCZKZAunDyWOLvk9zW6U89q1Xno9qAKHDv6mfeulOqW6Bk0qlL6QZUjE7aR/eIUYrWqyBkqxgYhYxuqrDuxICdqIqUfV3sZOKKWiFHl+EJuXasRBNxUlRlkbJmhkBF6T6C41Btlxkr441zS1JIE5KXauaDCtaSnh2/OVQb1fZ8Lwtmo0k4JXoWgMbOhZ0NLRYBk1JvEcae4+Xnw1V47bynH6oVzuTzFs7BgGnNAAN1pUx6Kg32rXmFH9eNTdVbSnr2xiAjJW5PDFn8KDmDSIj/dQJMlf9wlhk8tzapZwh79T0baFhiWefhVzBwt2Oxn0CK3fIwu2xcI6VT3mjK6AJjmbT4MNBAt3VmA7HEBroPAQuEN2abu+jhL0bCasb6fwFohzR6YaOjqDRWFIjQVo6t0mFs2KoFKTYF6rMCblFh3V9kbcm2nWKhSOBBO2LW5VkcekbXN3PXq2ox/7U4jico4d/71KQL2eZ0qOGIHsQGnsqvUVGM88YENc9+zTH0+G9ltwqowWfBBBhoCt83mfegbf/xV+mZONcXDVGCNKDhlZRb+BBzPMQM4NvyllwrqGlwRXgIDgnrL1DvdI0KYcvqfgpp6whseJ5G9OKQzUBh047YoyEtkM3Ad0kD4OsE5DwraYq0EGJIaCSPHLRZ7bFvA5HonYGGhJw6KInxAQaupAKwyVPQyBErbwLmW3RvHmqJbGa2kg42Qd2GF9uArPYLVw5uh6MVaMlN240uAftPWkinwYo29teioK/axGb+nya443bOd3WbdCww3I1liku8OqzTIGFytMgolVlRulBwTiQfXzsqfbmZzl6fgMFVulp3Ma3pv5QeMwZulNvBRJNv0h05LFnSpJY5kElTWSZV79QnWeLIphynZgevIuD8JrEIprea9CQ2XdyVdRsqcbClaQ8Uy2PWCqFPj+PbNSMvZOT1lK0c+aApUr3AMS8HkgOXUi1KQrYtFoPjQGqBSnpuMOzoCFow8Z5S+aOiKxT1WNtQdbWMDVjYA67ceA2FmNhmQBCooJ0wRgwjDa2rhJtfV4ciE9uar8UnBeWC9hbJeX8jBf2nXCI4zYIKxWuVOEKTbUVzsSU8LxSYWmAwcccnWFUkVUAl7cwdW/bec1gI93FWKIIe17wFIYCUZIrO5PoOo0s6VjHI1aSelOLsmGB6lmUlT2dffPcLA2EXWZyou5fW0hPUsa5yLxd73cRxfCieuOODbZwSK281UaQk0Jhqnk6h+5YDF8CtZl1xXIbRHCSfA2eBY2saFiwkIYVjoXCMkb2Aiw62NsoC3zKLTKQjCQyAY1Kt1BCE+kWHa0cEfWYlgsEjgiypqNNwEADLkaCRkRTVfvEDGNVaiuvSvG62bUPbpOkNUgdiBc0r1N591hZLiaB3tSas2u9mDKkTB1z17kuYxl09dqrVW+wCzRU+lje3+bxJK7fLI9H0RJOPLBeSb1dXvPHRkHt8xU0HTuFImm/XzSjgnagyuPu/WX8+0fdg5///Tfx+P/4q8WqLsEKAbaLZFvaQHQphCe4tO4G1eRtEKG1gbWIS0Qca3wxzDnv6IzQrCGyMU94k/agpwFJ7c+AOLYdMQTi8TGsAxx5q/QcadoNoVWkS5WkpevwkojZW21KKGLKP2zZ0LLRlk2ETXB0AdousmnXbLo1m+6YNmzoYkfQjhA7YmyJmj0Qsfc+kEF0NvSNTWoZveuWVV8vyWDfyy1YAE5Gn3NH2jVYT5LTXEDlYhxYEcbt+ljJ1EQ1IadarHT45/jnqdc4LKl6DQx9A7esjD6O/x69qwzvddVUmbr1eREY3JoxTSHV/bp1WYC0GEa1xP1nAJDXwSgjS3+pUSCFYcLZNk4sv6EquOckp4Vmr0BlT6rIQzRPAtr/XduMRHTocKKf6GMOMTZ7YY6UzMAhPedYQEhUo3E1BpVs+88nrbskFnbTkKhLPR4nPtvIbU/zNMjGqhdUieHiU6XaAkKDaVhLO18V11nuUwVKs+PCCeJJVqfGpUI/C2gas9A62HOwr8K+pmTm/Sjsawr82bOcg2UFHFymUy95uVYEyMCZVyqvg+BVrUBe8l5kw9vCmhvVEucMZETLk1CzUh2wwaGscazwCAuOjHdJcRaOgqGkvyGm7ZssFZIeKNOVwaR02F0GHh3MOdvb0i+QA8V913Kwa72YmCN1pKTtzKMbAxe1+PHRvhUZmCzE3FmZScmZf8HjosM7wYvDi2chSxpZsWKPFQ1LFQ5CYNl27G+E/QuwDMo+wnIhLBYNXjQVuHJr4mqJLj1d1xGWR7TLG9ksbqRjzaY9T+guEMIRm7ghhLaETXQhsImRTtNrQySIptp0MaVGYwmp2LyXrr3rdRVvXpaV3VI1lBEsvzr2c2PRHao5bQsADJaLcdK0mOdjFO9dwJ0bPatbi1TtLR+H/bj3OuwA2CUXQkfHG4dt1ccYrc8DcMH2eK6zdycOqTrOw4PH3ffLedoD/xX3//c/y7972FfzvG+4F0945a+aguxSxeW+lEF6R82ib1k1YmuZE8t38HTqrKaD0bAaWcGaBDRSlkRep3wiHyiNjSUZOwZBO4e2XaILbiO+c7jgEidAVGM/isTYpTVUMllYAjSZir3Lfjp1BLW2RuhipIsdXQwETa8cmhSr0OMBTWsFGnKzdfDFCV3pJvb9W3B1GS8EqWNKz68w+v1Sj8towtgBSnYefuoHHfxy8m0+aauLfHfRxMDRbyKja81znf1ReRMKKDAE3Xsdtf8971dOU00CQlXFs6ZmrRbHfCm1VShXDB3clmoyGgMNra5n63bk53BrmsDplVVjEZL8R7n8Cu/nW5FDmyuaOifmbRBKWEKejHNht0iKly+ehqwf5aRoSyzLZeiHCcQmg8faA7/8SHqwIGnyFTGmxD5hW9VoUy1cacvImrtqZsEQIUWbZmupx6vHkV59HrOW6yjXUFoVy7GSdawqNFUSPmrKluyCi5YQrRaelDCH94LzjsbD0gsLScBhX2BPhT11rBRWUVhGYanQhBxZoiXiwlniavEjl8drC0Su16FibFo9o5U370MGVagtfCplEUQsksXu6z7pWR8QEyUsygWyda0hsDQvRbjobPaxl3q+npjTtz6f9B3VHBarCWXXtmNQMgYGu+bnCUPK5BfjHIYRreSYXS4XfivxaVYNukn88Vm/dajVQhG8eBpZsJSGBs+eOvaisApwtg2sHBwcBQ5oWW6U/c6xbBYsmyWNRMQtwB0Rlx5dCl17TFhs6JbHrJcbOunYtEd0N64J5zZsjjZ06w2btmUTOtoQONaYkjlJ4YadWJ0alyzKJVxPEytNmn0c4mwMrxKe1T2lEDDZmiIxDgwfw0cvNhey81mnopnjhyRD8DgGdKdc+S8X0ezpr8hn0vw7vj9U3HnbXi/J/2emquyhLh6InLtQgS6hSqCuJW7lOagBd9FAzvjPhfZyMnTxQlhS7+Pv/8952oPuwr2+/Sd5y/s/xJs/+AF+/V8/muc+4Gqe8OpftdoICl2Htgu0VYJ48AuC94g0dL5JBT1F8J1HnWeDR40iPDZCaITYLFn41I8TuXc0o5YYbMh3yAxSISJBievEly3nF8ga5Fjxa8UbBavvxMKUFAmUGAwfIbhEaQ6KRGGDYyOO4yisO2GzdmzWwqaFTRdpQ0sbOrrY0cZAG6OBCTVGPulzHTK4oQphqjyABS/aypNDnHb0slP1xVvQ45BFJj7tkpMm+x3bXIL+fdPOd9OOMVxGphacemKbSsiamMTyYKyNKIy8CuWz9JYsyXzJYxPzxDml3r96pwIQJ67NI62xZlvKP0y4w4ZekPExbx2SmSKEngK1VvopgEEJ0ltbc4qIM8t9I4qXRPHZlHUtHS9qIvnXjD5i6l/B3kWjxY6qme36kvRaPcLB+jme/21+SfWWEgVooNfJUzfLtnTKwlB+1L5+gZgnJRO2RhUWeJYsaGXBggUdC7wscW6Zqj8bC1PihTcrIZ1dly2JIiCtaR4Nyl66kGgsQkSrl5E5HnvlTMS8DU3yODQLR7Pw7DXC4SIVazurcFaFQ+BsdKwiHAY4CMnqvwyp3kKj4I2dylv4Rg8CGVAMC33SumQl0LZrSvI3rCykKXNzx4ooNl9RQ4rj3bNK4scEjvEcI0TxrFnRyWFysmfAd6uQscFplxKvF/n95uiBF5uApBgJhqc/JegYN6zW6Uo/lQIiBrTKohSYLammxwKXKpMbcDjoIiunHG4iB7Jh2UUOomfZBJY+0DhNIX/+GG0dcS2EcIHQtHSrluVCCS6yDmu68xu6Cxs265Zu07EOgSYE2pgmIW+rWOZn68j0ko5QKa1R8oonPVFH9qos7XYUt+zYq3DaZ6Zb32wf4aROoTels3wcRbb6WiGjmHT5TwHkapNTrbt50WJgAB3uXofB1F7B/nu1vly+ywn0Gnn8A+7M07/+rtzr217Am9/zAWTl+fD1N3CPH3ghv/b0b+R597knT/hvr0n+XI0pjDWABmfmkwaVhohPFaSdI1jRzOCSx7fTlMsmPjHpacX8hxnLvJFZu34EJiNQFKRLdRroFNdFJARcCClHx9iPCEqIyQDWaaJrT2upGcCsbpOqGptSenW1pyF0Ka/BwpFCTozO0GBQDI7yf9ax8v/DIKW6rslUf7/Y3LstNx84bIUL9aKDiXUXwNjVUNkxACaOs3WIk25OfdzUtu2JZuoGbrdTJvbRXZtPtXEyWbDavgYEGRTQ06oOvAklAVq2DzvUaA3pj4CC7xeugcEsd7gRPblkRbY+SX2eKfBgca6lTW60/7hM/WUu9cTZt7yP1R7b/EvkXkUV6kiRCQW3uepRZY+CHaFUmsz5k0qZmIe1IEa9MWO7fOAtcDdsa5nzR+BW6i1zWM3EPRl6Ifp/OXZ0wOiUFad8gyy2u2eG0B6h5Lh9oechKvvXCa2lJYNI69zdnUhv5M1hVJqU+Uahiendx+TlcdFeamCPoZcnexfyAtvPNP15hzeqBwQlMbpKkNYq9dtVzsQ+zEn6gnqVpaz+lO7NRKf9uMkOBa5YUevfJubv4oWtj6OjfYb9Hd36Y3ScahDkuUcY1WKgQoU1Eh9fF/3x8rUUtgpvcW2xH+CuZOYXD1kq8OYsVEISu4sl4y9wLNWzLylM7awKhxH2O+U2m/Psx8gZbTnYdKw8HCwci4Vn0XiWzQKRBmRB9EJ0EG48Rn0gLlo2jUsFs+Ka7mhDd7Tm+Poj2s2a9fqIo65lEwPnRFmLcOQcXpSNrUstDieOSJtqtpnRwlkRTJyDRtEDwZIx0i3uqKzPtTdbewrrajKtZ5teYcr3PweXjHWNk5SicR+6vEUyE9dUiy18ksrJ3195PyNJfT/Gt6SoauN7khd88/LaQqVlJqPyV/et05Jrl8GDFQgUcpwRj/+6r+DpD/sq7vXUH+XNH/hQits0xq2/OHc993jhi/i1xzyK597lap74+lejsUVDQDtFXYPGJSGsELcixJV51hqcX4IsabOhTq1KuoHWXCvHAy2uUIQ3dgt8uYMO6RRZBzjukLbFr49x7QbfHhHbDTG5CWi6DtdFS/JPhiIAT0ejkc4SsZXIRgMtgeMQWYfIcRs4bjesuwusu3Xy8mliVQoxlOJvua6DDupZVFBCe8NhSnqkIhGomBHNODWkuT79OLiZdKynOZFY1y11DHdo1SOqscGkn2XX+U6yKlxMJhaRnaClP1/d1D7xW7Z3GRO8V5v0lyjb29Q4Z4tWVS0ZWvrvBkBj1IhdFZvzd3kha+x4fmQJitVhJt3Jw3PWVu5JtjupgE59jMGFX/7SSKWQaq+4alE9rM9bjIzQg6WsECZmH0keB6c4V0pQFzpGZx4HXwrDJMaeYlWoYkV7alcdTA+l6qxVOK77W9LR+2vxOW+zenhFYZaq99c6V1GSS2UOi7t3NCI0khLRGglJUZeAdyGFO0mDsEr7BrXI02C81KMOKK0FhmfgsESkSeE5cdNnaGg1FPpwcjzKSiOLmMI5DnEsBc4Ex6EKBwEOOmURYRWUZVQDEdZla+6B4kmQnga3AlilR2s/nDq7ZyEnuOsQGIQ8lUvKh8ihacGAQUdDKw3Hxq9zoyTvkBPHhgWd1XRQ/GWqD03N1ePPU3PArnVjvH/91UlzydS8X5+jBhWT6G9HWybOmcdbKQSXE/ajAYhcaKc36CSK5z68r8GxEGGljpWkPJz9mPJeDrsN+wQOpeVANQEH9TTqWKhnqQEnPtFAOpfiwMM6AYe2pfUQiLRxQ1i3dOsNq/WGru046iKLoKxjGuhe03tr80kr2TuWc510dFelyuUAzTkc9aAYGKV2PLOBupHhwWgN2zI87Xpel+XAOIWU4jaDir8leVm0+ruXvo7DrvEwcc9k/PtojAwAf71vLubpepCRjUCldkNaLx//4Lvx9Efcg3s++Yd5y7vfD4dNGiO+7zMfvvBR7vFzP8mvPfwx/OiX3ZMnvfU3LGlAEvaw5OlUiE2IriG6JUE94oQuWFhdxu2SaudkZ3kgz6/plNGMOMHy/qVTZBOQNiAhpiTtGIhWnDDRwwZc6CB0NCGARnyIdKYBrKWlcw5HCvNV7dgYvetx7FjHyHHccBw3rOMFNvGYNm5oY6BTtVyIlPyduFCMhMPmuJJhqWW17/MfJ8GxDKNiJp/zyXIzgIMO3qZlpJyU7y7lWFWHPzXf8tQNOC3IGZ1z67fRseoFqs7FK3NarcD3x9by2wBlVPUQKqahwoaU1xeD0NnaelP17cFkPUYrxqZQLEKMPk/fn8GklUPNC7iotLnsMUGGbbgVzek+P3btk491EGXo0mAuMffmUlaxJGhjVHIJPIgo4m1IBwMAhcIzxdT7aMnR9iw0T0ZVYi6iPVtC6R75fymPIOdPZFtEvveDUlua6zbkv0f9HEafsgKRFIto9HaNYE7lgBerHC3REsKbXATDpvBKiSrHVixwNIEGydsFkAWiAc1LgvaBOrmPGd9SyhnQyCqmcmn7wao8d7AX02vVwSIaaIhJgXcx177ovT75mDkEKQ9XqaZzqrCOWIUnxZJQ3asDvjgTqylfAHUEBMTT4TnAcygpgGVfhDVCsFAWZUHQJZHLuQBcrwAN5/7KWj+e1Abr3tiwJPVkNvBp1btuT5FazX0nTTw169zUOqCDooNbZ63n6KzjZS+ypOfa91NB1KV6DZoygxoaFnhWOPZw7KtwGJWztBziuCJs2NeOQ+04jI6lFw5DQxMdTRSWcZEICTQkWkgRYrtGXUf0LUFSNegutIS2SyFK6w1t13LcdpwPynEUXExeOUHocDjzOuS5JysToVLMRCwlKXEc9xvlx18qWVF5HvJLT3g2VTx+PmTx8Eh/gjIPutFxTqO/XG4yAgT1GBkZg2A0pgb3SquxNqZhHd+Q8f3vx0KditnP3zpkaSpDRKtnAo9/yFfx9Efdk3s+/tm8+d3vTfk9WUdw0ifSe+XDR9dx9atfxKvv+Sh+9J/cgyf/999PYUqht8ALlpPnGqJbEfEE7whdapoPI0rsKsWIDBbqGrlGESzGmiRtZyFKCThIjBAUH1KF89Al4BAMOIQYjDBAEad4zbBaUUmgodWWY+1Yx8BxPGYd12ziEZt4zEY3dBroLFwpkR3XRd8qlUzFCsHmW131CZ3o85P9afcsOSW3cI7D2OqiJ3TIXVJbES527NMc5zRtlYnvd4GHvKhPpfL2yK43gFTW+PHgltE1jZtUlOy6HgO9t0E4JZiauG6tGqn1JFS1c9A7GbmTe6jQH9oNTjF8N1U1nyaHRWnFTRnGi+/lLXXOuStWnUzH2isLRVEfW/zFvitKRHqePZmAVj2q6l2DD/2z2Bk1WM4rg2dWfBYVpnN2XMfwOUi1fT/FDJWz4Sjq2T3EikElj0cw5ShXuRYLvmlsf0XwKJmilZJLQknMVkQCmZ8iL0gibapSKtuVuL1Z8BuLlFiaHrMi5zAoiygsoqaXxah6K+LmKkCQwgKqKtpVCFkKYZIKwPU6EpZDgvati9n7YM/Jl3uZYUdC2AFvdsZkeV5KKnS0ksjKyDMbS+brypEvRxnNtWWukYlws/H29ba1wp/Hgd+mdS0gt74fFe1kP5FVkg9Q7zPeaDQRaqgm52owis2LmYLLJUWiFPHwKe46VVJO7F+5hGH2GKzEsS+eAxrOsOCAhis1cIVe4FAvcJu4Zo/IYaccqGPZOQ5i8jg00bEMBhzYEC28MMQWlUB0XSpUGSMaAjF0xC4k4BAC5ztlFSPHMSl8jSZg05JqhmwElJZICr1Q0UIKAKkqti7EvA05NsRhZXPTe0gm3kwg0HtQR8+9KELVxFqexhhs1ovUaBat+8cpFaXLQ8arwfg3qmuaiDwYyPD7hCuqBVt7/avcpREQ6XUgGQLn8a0uh0repSc8/Kt5+qPvzdWP/T7e8q73JmYKUqVlIVP2eosjddDAX6xv5Orf/mle81WP4Dl3vDNPfvt/Q7sWlQaVYOVII9E5olsSo+CceQ4CdAJyITWxO0h90de2WMMpdJaKsE7eBrfp0G6D6zZIt4GuI7bJA0HbQtuhBihiF5Eu0GhEY6CTSCNKUKu0I5EoSiCwkZaWjvO6YaMd53XNkW64EFuONZgnIrCJKVwp5UDEApSixuRlqbMdJnOeqzFR6wyT/en0Y+FviLPvFoDxN4nT/yRQset440VqfGN33cwTfpPa49Bv9tCH3Jc/fMObedefvXvnfl/0BZ/L/e93DxD46HU38EM//iLW7aYCE6c4v463q6+vPkilRtZxplEqjmXZ7l/jtXbL2jY6VUkYHcddTwGzW48sMkgUUwZUCZI5zqWEB4m4KnehAg92z9SrhexEVGKBDEof8hQzP3PRV4wNI7Md1bc6My8ZMNGShElR90tPt8VYJNGF1v1GBuCgBw11JKtWbtEoScnO8bBCKPb2nq62TSE+GpIVXzzO7RFxiK6NUrRLFKwioC2FKFZjsvRIrkwrCK3F21pCtSRXuZgT2plXI9XNVRYIZ6KyD5wNylmUpcJhjBxGOFDlwIDDnkZW2i8qjp5OrwcNWLhSuid9AUC1yuFYglx6hkHz88y1OKTU8XakWhFQ653JTxIkBax09nkjjgVwhXRE1qBLztHSKgS8MXhcbjI1vmX4GvTBsSJ4seNq3bOHX526SbvWjty+HXPrxS6NStcthpPxS0sooHOCjyljJbG1CkvLb0jVywP7dOxrZF/X7MVEF7CHS9s5TyOORhxLooUqRZsPNHkZXCTGgGarfwgpfjx2NDGyiTGx2cTUS/eNr2tj/bRD8CLFS9a/qtthYCiFKNlcldmTMwPD+HXR53HSmnzSfuOvp/IjL2e5mE50kd8rMDB13X3X3gbJ28Moo4c+X65mQR4fWM2g8oSHXsXTH3M/rn70v+fN73oPeNfXHLL5MiXUG1uX78fGh49v5J6//3P86r/4en7+i+7Kn50/QqQxP1yDY4WTla0plsfm4Hevgw90cJsAVzfJWCQWevqHCn8JXBnhXzqlydGES5BGkIVHdMWNrfBHf3khjQ/zMmjoUqhSTKFSWDhRWqytUJt5WlPCdUiVpw1ktwTW9r7R9Go10moKcwo5ObrUktBSQXpAxWo5D0w9ny0Zk9XUz/f04OEWBA7VCbNberIfy2hzHbyZNsToy4kFQEZfTlmEmLh5MrHN+CS7JqvKytTba6sj6naokS0K3/HMJ/Lkb3o4N547z1fd52G8839cu2UZ+2dffEd+5RdfyKte85tcd8ON3OseX8E//eLP5wGPfiLr9WboVZQdz7i+hDq3oVYZS7n4bKyVEjc4cBN35hsLfSzqtkNghJBqJdVXbRoksVWLsNLHpE9czuUsruqmubhMVgV11M2HXXfCWyS9R6LGBtRr6aBb9uNmcBid6r3989+a/G2s1pZymehi+ZjZzj+uQ1262yAkZYQ2c8KjxP4qFSsO5KtMhOx18CV0aQxgRCmTMiXKOpTP0NfEEKuVUZKhNeVoLjRXg07ehiaahyGmM+dk6ByiRL5H47V3YMmR6u9ssSvEfkVXCplFtrrTLtcBFwMngtme06vBoSKWI5ISoxcoC8sd8ebS7kvHXU7iK4tD7rvjSWzC2kJ1f7cU9gnDw1gxzOEqstVbJwCKDgdZ/XsdmlmON7LqbjUnj/PQT3u5E3orC57KlSONIk3E+SbRF0eXaIJR9gUOxXGWBVeK5xC4DRe4QlsOteOsBPYcHERJHgdx7OXibwqLuEAkUVaqcQl3dGnaJxWilEiK4Y7JWnocOjYh4mOk0cBSA610IKng1pFNTBc0+fw6u6SI4AUCijolNg5dOmQpiOuSAtlagfjW1pagVcVoHa5B9Ro5usm1V03rT6UoWQX4SvBU/bwutzFyMRnfg0pXKfloU/rNSfpUNUcXgoAJBbKab+u0zYQb+mMUL0QxbvWJ1Y9/5D15+mPvx9WP+h7e/M73Wi6lGnAVq9NgIWUeWAq6iqno+TJA4/jw+kbu/fu/xKP/7y9hJfvleSvGYqFVUUIRrlzAf/i/4YfeB4+6PfxlgP91nLx7Zzx8ywL+441w30P4SAf/uzWQE1IAnsQOYuCfXHHAJwu85t3vRzfnoF2j7Tm0C2gXiCGiQVmHtGb4EFIBOJdy5BwCmoDDRiOtdmy04yh2bGLHjaFlHTouROUokmhaVROQMK9D0EA0cBLM41D+Wa5HGkJSQpXTnXBmfKOfRweF4IaRCKeRWwA4yI7J9vToZeowkzIJHri08+w88LgRF2v/+Pdq6hIG8fzf8cwn8MiHfi3/z13vz9fe++785qt+lkc/8Vlcd90N5Rh/51Nuz0/86Pfybd/zA7zoZ18GTjh79iyvedmL+MUX/igPePSTWLcbW6cuZlmYavrUvZpg2FF6T0PUMoGLjiYfqRdpGXbAMn+NlYJcQbICMFvK5cmXdjlJz1qkQyIqyz1xLhVEcmI1pcXscSqVbY5CMSfmzkzc0X0CWNY6VYdF3jKzj6ssBuXxlTbWloTMdiKDJ6aoeUbow4iKypquKjMnuqKej6sF1IBHy3WpSKp2WS4jmNLcoroxMndJik1JVcuF3xpbFDpKlai8MBTPTO5jFp6jNWiAxhLP95xwKLASuA3CGU2v22gKWTobNRV7U2Vl9KdNiYNN4RklptcU2aKKVBac7AdJ9RhcqcSd62O05mVIHghj0BFfwIGXFCTWWFhZui9JmQzicThagUOJeAKHGujs376mAnEbbWjVc/nJ2GJfSzWvjL+X8XYy8Rm2J49aURqg/IEBKL17hhPhqN31Zxl/P2qH9KOLvBY4mfQySI6Dc2LVZZ0lRbvE8pX0J1YoexI5oOMQ5VCVAzoOJLKPslJhT5yF3ilLTflQTUwsYTmfSElWUAk2JkWshqLigiblTSlehmiF3qKl3C+c0sSYcpak98QlFqimZxtzViFxYUnRC0uK7mLmfbb6bGYtjSMjSf0MR3koWp5RneIp/XPYFeqUn42O97m1LDq7Bo9O/KzjXy9RS5oAGRXe3x6S+eHFFGMvlLoPAjzhEffhGY+7P1c/4rt585+8G7zvb/0gJNqsky6mRIMmGmmLFqvYh48u8O/e9od4boNjj4W7Ei97NP4KFu5KGncFy2aPxntWS+UBnyp859/z/O5HIz/xl9DspdOvPNz1AB57peMPz0d+8a86fAhJ8W8DTjtcPMaFDa+TyMP+/t/hqr97B379bX8NXQuxSyF+MRpjVGY8ihZWS/EQOE31TaIqLR2bmLwLa420MbKJqcBiSogO5m3QYmCKtq4O6Vi16AT581Z/GD/LW0hueVYlnTIdj609o6/KoWT42yD7RncsPLuGg+wYaDcNZMjEQKT+ptLLpcSuw3c86wk88mH356vu+w2888+u5Xue/Tza0PLjP/Q9wyPEyLO++wd48c/9YkmGvvH8Oa5+8KN4zUtfzC/+5I/ywMc+KXkeymVMZqlWrDfjOMdqQRv8Wd13rSbXIEVB3brWrdCkFJKTNM5RQbkoyZKggujCqoXm5NeQ7FVq9tiLVTu8nMQAXHbRF9RuXpdgSdE5OVqKmi+oOrOo0xcyo+tVegMOUoGGemHNxd5cDpepwGRWCOpy8pnvJA+pAnSsf2TdhpyLr5mhNx1jyG/Ue1TiYIT24KFe5HNoTkCS1QRQbUHXKE3yJ0sDEhCX60941C1S35MmgS1tjbe8tyDLwJJiHodSwkHxRtKxcnDoYA/hSoSz6gpwaBQOFVZRWQJLezINWrqyiFR43WCaLXhxaGtL98WuNwGH3Msr4GAJzw5XqpX6XC3YQkBSXKzHSWOBXx4vQgdsUByRQwkEdWy0ZY8NqLJggS+K8OUotfI2ZXSqJ7Wp+WAMHk4yPE2pTfU+J803/T5f/EWfy7/48i/m6GjNT7/klVy4cMRX3Pmf8T+vfS/vfd8Ht/crsYla1WpIYYmSyS2qEKUc0iNWx8GL9J4xYCnKHoED3XAgngMCB0T2ieynIA32rChzI4kAwKskauHoEGNt05jDJ2IpNCimnfhgtVCM7Us0AYeNQfcEppXGqfkDxbxyUspmSc5Bcop4hyw0gYYmW8Rd8i7ESiPKYGXno9DhutVrnBPPqlZ4x5R+uyzytxbR0b3Q0Xfjbft1Xwb7V7pU0SF0tA1DvaHUiqhyjHKoLTlsNlZJ7T13/BMeeR+e8fgHcvXDvp03/8mfW26j9rTwSm+ozNflU26MWyQKX/GJQEC6Ciqq+XL9GpzgOEZY4WRhxrEGiR2//CHhT843fHADzqcqz5mv5HdvgHf/tfIXRxtEWyRuEI24mMNdU27DuW7DS97yV3z9530O9/iHn8Wvv+mPod2kHJ2oxBiQ2KHaITESimEvFTeUoMQOokQ6bdmEVNTtglVmv9C1rLuW47hmbfkNrRVc7EoqUBqP0TwPuTRqpKJnRStvg15krDCaOE9vuL2ZHocdyvmADWGXdajefsfhdbwg1ODhNIviVPumBtiuBk2nQPdGi9G+A75v+I5veyKPetgDuOv9Hs47/+zatGCgfP9zXsD3/8gLRqfPGapVMwVuOH+eqx7yjbzm517Ey17wHB54zZNZb9bbl1Jucw0axqTOVeJeOY8MjWjUFNpimmIVFyfTVkMppXmrxOfK8iZqq6QubMLIwKGtqN3iCZ3h8pOiPKtRnZY53eoRVAnJorrdZ2zi1gmwLbGnZHU2uWb2CKxSte1tyr1uD7fREpCZn6T6oWY/j7npOuDrGFr2ZNxFtYfVVvRpGNWRg4gyg3U030CHxjZdaCQVccuu5gwmCVt9QnJrdHQvpQfKNQVtqteQQnuS5Rb2RTiwSsz7mkJ+9uhJX3q2DSmQIF2fVYCuvu9jw2QwTUWDNEptMaqnca1uZk+VmxdkxVvomi9gU+zaMjtVRFlqxxJhSWBBRxDBa+z7xGUltWFopPxshUdMLXj5MLK9yA28l2Nu8rHCVSdHj+oFTCipd/6Xd+Llv/BcXvtbv8///fc/g3tedWd++Vd+mx/8vqfz4b/8a+569SO49t3vH11nP0o0DWJLfrYwjMyUl/iYk5LtHc73AXsLTbkEBxo5pOUsa85EOIvjCoWzIhw6OEPDEmVPE5eWR1ipx6t5LWKXAEkOvxbBRUfIOTcx9WsfKdA/mBKyINpLaZxLvdFqrdTFD1MIX+ZTC1hiRkLkmYUgelO0pAAHzSbVAWMfDGcZyvMez6E62GZ0/2W41fY7u/vYZSlTOs9IyVf6UJ3yy2jN2QJT1U+Th64MJSWEMm9Tjbuic2QWF+WJj7ovz3ji13H1Q5/Fm95+bfI6qeuHfDaa1bqrhZgilvuXUWXO6ysMdokIw0nA0SGhw8kGcZtEZxydeQ3gvTcIC+9S3lAUGifmyIj8xVHExRavHT62OI24mP3CLRLWSGw5v17zc294Aw/5on/CV3/+5/Pa//b6RCgQFdG0Xql22ZWW1mjpQ2fTyqa0orQom6gcR6UNyjqkv9N7tBoO0ViV1IaLVOzFUnkcxlWcKtBQiu2NH+t4DORnfTpj0y2U4zCBUMtblVp/syUftz7P1KCfOtculDVlgThhMNW4aGvfnknnO77tiTzyoffnrvd9OO/6s2uTYpCt8EX3mPDO5Gur8hluOHeOq77+G3nNz72Ql73gR3jgY5/MerMZtXl0rQPtbmqimIizt+eUrU7kBMstWsz6aPUzqWpCiJTy78nKlH3zTWW1qI/NrcvbAHR275IBsa/c5uy+OjG2CASnsdCmqZWe12q+jeWRac8fHYzhIaqBuXoCTW4IbzSnUvUpLZ4Be2I5as5oY+sibM5AQk9lOFyWi6JuYzl3Y61/NwdJ6huuXJOaRaQFNsAapY2OlkCQREunpnD0IDcvesafJ6EHFBZCJ1VBm76ptqBpsto6SRbRlYOFgzMObuvgAPgkhNvgOFS4LbnAVi6dptXQ03RfcjG8vOhKOWU/DZQZW8o97znC1UKV6K1DUl2DWEBUCc9yqRKqpDoYCSqk2rxCZEUk0rJQxxWWdNchnGGJZ8EFWbKWvyHei5ssUxavkyxGY4WuftaXupacZDgat0UG68td/tU/45d+/jk87knfxUv/069zcHjIr/zS8/i+7/kW7n7vR3PV3f8lv/Xqn+KuVz+Sa//8/ZUnbLxAj41MQ9CYjQxO+iKJKR0iJeovUZYaWLmWpToW4liKWNJ0MF4y1xc0tH7t1VuF87xEpWruYt6CPJVQeLzyK4cEamEmK3hIqnkohxgVOGyGg1wleiWJtmwhsKnCYrWuGK2Vpbp+/jK6f3UW1nhlltFtHvetW0L/+HjLxa6hmpgYT04n6ExV7FGZgge5C/U+cVifoQwftfmwN4A88VFfwzOe+GCufsgzEmgoz773MKVlww3/zi0R7UFQ7N9LOJz5YUUijoCTDhdbXFzjYkzjKHYpTy2Cy6AhJs+tl5hy2kLAa4eLgSa0CUQriAaQ7IVokXbD+eOOn/uv/4WH/PN/wd2/5Iv5jd//b8RotSu0601kOXEojyXDywFlQ2SjCSAcBaXLACIm8LAJKXyp00Aw70UPHsYGqMxfOA0ayvOker6D5x/7H2Sib+yQW5iOdUoZv9g6cZF9tsDI2BIx1Q45YZDJaJupRulgm+2bPT5WBRpQvvFRX8cjH3p/7nbfh/Oua69NK0CtpA/mx1G7txKgU+zrDefPcdVDH82rf/YneNnzn8MDH/strDfHk20a4pps/WZwD3Mo1QDQlDbl0KKmT1Qje0T6lM6iNWZK0eJpcH1ho1zcKHrTjpt+dlIsPGnHo7rMRetblgFXVgYwNiWpDUBjBhE70FZX1D5h0UKgU9E3rQrN2XNQHdDCMh6RAwr6ngXIWtwn/k6oOGWBFqrr6l3a28nWDMZOCVPK06kaaZ6Sgh/yZFX0hNpDVi0aEx2kBw/1tfdqhRiAc5KSNWuPwx7CvsKBeR58Rd4xuH+lMvbY42BXLxn8De8fW4XW62J9Q2BWeksG2PZS8QVQqLiencrC0xpNJbcWdCxVWBBYSEengpeA08DlJbUyOJhAJrL/daI3nnTcHXN9np8GStRoX8E8oXae2vOD8DMv/D5+9udfyUt/6ddAhAsXjrjqvo/lUz75E3nv+z/EH/z//xgQfuvVL+Yrr3oE737v+/tj53eNo26c21HlexkDm3NW/1tS0v7S+uo+mpiUFPbVsaeelaSyiStiKhCHZwV4FVYoXhvLPcjTRUTdIoVNWt6ai9mQkZ9GZ4pPZ/SW2YOYJiKVaEWsjA4y5rhuNWXJklT3NQGGM9IPMCv83tdviBZyWT2KbCGdfJ6ZCplqXR51hfFjHiSB6vbvnKKLXTYybugEuM79XKe2qxaswXjotfYS0jpIZKj1G6l8sDrYF+1pM5746K/lGU/8eq5+0FN509v/Zz+utAcKJTFapWTUKUlhV7U2BJe4VDcWOqTJku9IXlWPJHDsndUI2uDF07BJIXuxZSHKnsLSwcIJq8Y4CVwCDosQE3DQgO/sHDHPG4pY+r/EFmLgwvGan/+d3+bBd/kK7v5l/5Tf+N3/Sogp3DqKvYyaOL0i6pTgElvSJmrKcegix12gbSNHXaDtOo67DZvY0caONibgkGlYh56HOMynyMnRg2lTRn1Eq7cxmhgbDU+Wm8nZ9zc04raMQmPQcHPacZptTwIeu7bvP37hHT+Hn3rJf0rMSSPmnAGAGHw3gWkGzRBuuPEcVz/sGj7hdrfhZc//IVbL1UUurQpDynG2FR1oPy/kQS19GBEGHJLZyCr7Ls02axlvsjAPQl+XF4vTlqqcFZmGVagsWZGBdnyCkni5SqbUTC9nA7rPeBCb/CRaEmG0QmJBkRCN2i0Qu0DoIiFEuqCETgmZ4i1q2scoQRMrkBoNfKpP4OjrFCzI2whepVZFe+BRmyzYsZ6WLiEl2bv03Yo5K68HlttZulE0PaH2NqyJlsbbEtgQOUb1CPIrXoB4lF56jMR1In+Uzl5xMIamuCCy9TZZlJJldiGePWnYlwX7knjwD6ThAM++ePbx7OHZE88KzxLH0sI8vFa9uVTPri2wMrplWhY2b89lIcrCJVrNpUuvxgmNc+kl+UV5nlIiWHt/hWiLo2OhLSta9rTlQDccsuGQYw454lCO2JNzLF16XV4yYfSZVHDqbXIIZM4bqJcsqZTv8TGq0D2Z2i5vXocYbrflMY//Dh7+kPtw1d3/ZfluvV7z3vd/qOzw9H/9bF7+qt/kt1/zU3zWZ/5f/bxWQ8e6Fs5A9dViHEheBod3fa2OlSSv2Z6DPaesXGTlIkvXJSYtCcmLaKxhrpSHSLVOhMQKQwyFujFZIqOBhJYoHZFAR+Ke71xkI8rGwaYR1gtlvVLWq8hmqWwWyqaBdgFdA6GB2AixgbgAXXl0r4H9BvY8xe2nowpWZc2RQbGw4QogW3rwcJWorS463GBX8avxUnMpS/3HVbYnbR18qmQMDHaurbtA+hRIqY5dku7i6PjKEx/ztTzjyQ/lqq97Cn/8399lNKtxUBq195rnJL7t42TSkEJHF1IyfXkFkJjAr0SSlyGG5HUIG1zY0HQbmnZD061ZtBuWmzXL9phF/erSa5k/t2uadp327Vp86PAxAQvRBCwuHJ3n53/9NfydT/ok7v4vvxxyGK5oqtUgSidKJ6TQJFE2EmmJbEiUq5sYk3chRLoQ6ULovQwxJh3AxmxOso61zbGA7JOe2+j7E4gDLkXzuvmVowcWpLohtcVlYmTK1ocd0ltkhnvUlgkdbrvVxtPekkuYQcbuvaqZki2VxZRZx/vnU0lPP1euRGxdrJOLh/vecO48Vz30Gl7zH3+Clz3/hwcJ01IfW6rzusqNMaZEyAtZNECRwYIugEOrTLRK30mLyGZ7gEtPgSaDxaAq7JTBgbecBov7Ve0gWhGveOvKcShkgJbwmnK7pPyNFQZz2pMBaczUg6AxMQrFci+jMZkojWa3rBVls4VQtO/5WgBDuu/e7DahSmYOWo+U/IyqYZsteJWe1UeRSZW71luspPZqVd2tuh1JLbFE3rUqxygbEeOolj5KQeyeiJY+mEGBGsuTFsNBlWuRqQC1nwVKlF/xNAgL8aycsOccB+I4BA4RzigcChxm3nlLfo5ouWcpGc3GZTaqyXCiVsGsU/Z8qnsskuxv2esRJcFqRejEEfBWGdjZeyKhRXJZn2jqZVpcPV1yyRPxdh8PLXDsGOGMXMDRWLLs5VwAbsxsw45xP57PT9qW0bwk1fvUdjI83lYibfr+11/7+3zvf/gJHvWI+/Oa3/g9m+9Gx5YEHgB++9U/zW/+5z/gve//EP/hOT9FtFX+i+74j/n8z/1sXvzyXx4sS/WSnTFOJiduLEG6ySFLkuaFRiNeXTIEZCBbKoK4QahdrVhorjRPUm7UCiqW6vZosZh2puy0DlqvbJy9LPSwi0IX1djBrCaJCFrce5bbsKxAHNnzMjRcCEP6yO3nzWitv5Q+MfXsb6VScXwPgVP1bmGwSO/l7O/WGCmN7kUfO2SGr349K+FpxoKnlgvXe4nFQMP9ecaTH8ZVD/hm3vS2/5Ha6qjYFHNNhxwiY55RcQa2BdQnUNApsvFpHY05CCoWhjBvc3wO0VvQJuYvbdkTxwLhgI4lkQMJrMRqoWwU75SFSxTWS404DSkhOnvBovb92QdwHTF2qEaCpvcLFwI//+pX8uCr7s1X3+Vf8qv/+bcTgz1Cp1I4YTovRA+tS96DjQba0NF2geO2pWs7jrqWLnSsM4CIgS52xJiqUCfPXigF4DTGVCdIo2EBHRkGqsJwA0ReP/u83uZecfqxcQtXCRqbzacU9y3Tzs0840UQ1uD9UoHEiSeuPvfHu9OXfAH3uddX8ea3vWNgoS37TK2F4++zZifV50puuPEcVz30Mdzutlfysuc/h9VqOdGuXgHrrW41EOlPXizjxfLj06tkte31L1nZK/HPJI9DCmgV6b0OveeisghVngaVKg6w8C6P+dYvb+kTA6t8hdoaUJIHtXoN/85WF7VXdkH2tGv5mPasBv+q7lHwpW51L6a62HjNyMtyBYZ1wJokfR5EdX5Mua8PnvfLACZkkihTWGJ+9tSv/myiNad7Tyklk/NIbo99a329x85SKiR4U6vyv5Kwjyt0wzIkuulf4+FoQEDp37W6CZlnxooDJ7e5SCqE6kwptKRtbynQuWBdzowoJK7au+jzu69eDYFGAgtJ74205rLfcPnIeKIbv+q7XYsOFU2lhHBtexHqgdDvPjz/+IfawBUryN3LRz56fV9Vd+AZHYKzp3/7s/nu7/sx/uLDf8WD738VL3rud+Oc45990Rfw6y99Id/7zG/mXz/hscN2Wi6YuBSqlH23jUiaVUVYiuUaS2I1ck5xLqZIUNsvHyuKI4on4OnwtOpJZROs8JRGWvMutC7QSmDjOjYusPaRIx+54APnvHKuUW5YRq5fBa5fdZxbKedXwvml48LSc7xs2CwWtIsl3XJJXC6JqwVxf4EeLNGDBbpqYNGg4tEgaFcnROc7nyFB1Q+qsYnlZPTW0jh6fgWBjJTjun/kfaqBPKpzdOuRKR3qJF1rQvGYXGZlMIf1JBRj6RPV69DLJ17zQJ75LQ/nHvd/Mm9667t6j8/Azlg9Q63n/eyly+yKMRnYQqrKnGiFQILgjG3Q5eKcRLwGvAaa2NKENcuwYRnWLLuNvdb2OmbZrpPnYbNm1eZXy6rtWHYdiy7QdB0LezVdSxM6mpiSp5P3oUO048KFG/i5X/lPfNqn3IGr7/IVqFEXxxxl5ZTO3tvs47N8hjaoeRoiXdSeqVjHnoZcTLQq+JafRAYNg6cz8dC2vpKTf76I3EJ1HHYZd8bgobbUTA1WmbiEXTYIPeFydcfn7aPcFJGCyuvvlDv90y/gV17xQr7t3zyb1/z27/XeBrdjkEuvqdUKSTFFyXjA95PgDTec4+qHXsNrXpJyHr7usd+cPA/5QC7Tow6BQl+PoYo3hCqsaAm6byDhdsAScYcGFNYgRzawW7NCdDbgOwtKqdyXpaiP/S4KLtj9slCMGHtrxlZBqMtbnPb5Hmqxhz1D1NCaXyhVYwpxUnNJAkTNrAuRSPK+xCp8ocEZ4BCr2ZCL3qTCZm5QnbmnIs3zdLExZPYncjzreKSkfYIpxbGy9vfRgpl4EVRSnGlmY9JcTUFSddkLIrTABVEuoKyBNmpFLae9CpCtIdEaHHvPXVbaigeCNK5EkzW+Bw1a6WNJGfN4FjgW6lmqT8xJ6iwpXI2UMrXcGUjJHp46CTwPw0561bLTTGeZAUpO9bEY9ezw8+m+5zoeURIta1eAewJLnpSUl2FDv+6KsSkFvHWk5K8Q9nFA4Bg4i8fjOSRyXqbynz6e4k6Yr2sZLyQXWwTHCpMM3qZ32vF5y0gzXmMm5qcRAv+Zn38liPITP/MyfuuVP8X5D/0xIsKTnvW9/P4f/jG/9UsvAq/8u5/8iUrhz1ioohIWLeM9g+CUP2zkB9nTVhS33r8Qsuda6D27kpUZC6VwiaUtuBw3nb5vJdIROXawdsoFp5x3ynkHF0Q4QjgWZaPCRkihTRKIhJQW54GFJvK8RfK6a14HYqZilSG9dD8BjG750NiXa87cfKn1kFuPoapWErb0IPMm9ZN9DlOeMiNB1XFG/V4GY6lksmkcga/sok7teeI1D+KZ3/IN3ONrvpk3/fd3VtSt9DkTYEahrPFm/aSrQhEl6SJR0S6axwEkBpxEqwjt8M7TeGhcZKEtC4VVDKw0URcfSMMS4TBGlkT22aQ8favl44GVhOTJQ3G2JmRFPGpInnMvaNOhviNIS4yRNgRC0LSGEzh/dIGfeeVLeNh9HsK97nxXful3f50OTaDBK52LBBdZWwTAOihtq7RtZN2mMOVNEEIUuoyRotVwUFKxNzXPQxWuFDMRhz3vATnVgE1JKn112AcG3vMyi1xcbmYdh/q9poM8CQDUcQ2nBQ9j0fEMM2zH1jlPOl+97Um/p3YNCYrsUdh3P/czP8y//f7n8qL/+IuphxYS+IkmjU81vp2TIKz+HJPn4SGP4TUv+Qle+vwf5use+y2s202Vz9Az/WRFdgvo5QlGM3BozNOwB3I2vbsz5mU4tt8DxDV9JHtIoGJYqayyImR6zVzdkVTcJW+Tn2U86f5fflJSZytGkGylkTxJWiiLM9q0aIpp1J6iVTXFH4uFqIiFy9gBE4iw5+aqs0tWo7dwqU6Oh+0lZLj85PdiQc9svCWJuj9zXsjzmKhznCNCEGgl5Ti0FueZmBgNMOj2pFWUy8qcko5bDYqsRNU1SootogLcQsVS03scvApOXbFgZv5r+qCkosiMDZJqReUyPsx1GlzOG8rPPyv6NgV4S3qluqcZgGmlNDnrA5jHIyeX5+M5C2VzpbSc0BDM39expKOTaH9fZsnR6gqxwrC8ea2Mx2r6vwh4qKVW3sv9nFoPpo6bjTjj0ZHm2NVqyf3ufVc+8MEPV9/r9qFGbf2LD/8VX3zn+/Mpn/SJHG+O+cu//ig4uOuDHslv/cKLEQ//7mdeVABuSeVwffFCVxMQmHsz1U7TlEtV5o86I8bCCkWKNzcnOAcnxAwcJG2XjpUokrvM+CKRCy6y9nDOww0Ozjs4j3AeOFLHsXg2YuEXBoKTkqXEhaLLFK6kOSk69q5HjdkykcNaGbEGVOv71qOvF0ipti2WjelFdrJKuVQez1ub1P17IpEZK9o6VTF9sH/+utILqlNsrxBbiw1PuuZBPPMpj+AeX/PE5GmQnCRdU43b+lh5D7dJRCsjZ/bYWz6DCxHnYmJCkkBDl17qWOiaRYQVkZXEVG3dtJj9SAIOGllKZClaap2srF7PgsSKKOpLS4Km5OYYE0CIMVG+Ro1o0uyJoSPGVJj0xnM38OJX/Ececb+H8jV3vjs//19enbq7E1qXch5aTXmMCTQo7Ubp2kDXdnShI8RQvA0pZLb2OGQvRB4usfc+1Gup9gBhDAmGz3AaOOspGetuec6+WiEdNG6Xpjze+aQD75LTXOzFtjn5917R0uqv4QJy9uwZ/vN/fd12bMPACqATB5bR31TehurLijM5WxJuPNd7Hl76gh/i6x73FDZtWyWz0rMq1SFKko9irEcl0XkPOAA5BK4E2Qd3CG4POLLtO5Rj8zxsktcBehChYZtes3bxC6WIl1gc/UVx22UoBTgIRYmXai50WBGlEnGjeHX50nusbRY/Kd0pPbhoi53iiTn+Pf1S9YPe6hgkL4V5CynLolRDUfL9L7c8W/PyX2lN78zyTYV/PZRic5L7ULX+dxYWsRFhLckHtXEpUSwoXH2fu3OXu/4rnvqt/4a/uu4GdIrNqLKFFMKO0vx8k/rrV3qFvo/aMGClqX1OLbGO/trH/OFii1XmmMl3JN8PjAAwex3WxvRdwEFVlZuK9raxWNzcQLUblm3wMT39/mmNcterHpHLB5axlDwP0NCxlJaAVQ+Wy0wZGij3E3N5zT1fK38DZbKeULXqzLUyP2VMYuK7el4abxvLdy97yQ9zcLDPU57xfb0CNFDS8nmHvVgQ1sdr3vf+D9nASTu9839ey1c99BH85kt+ChaO733Ji1IdB5G+AJxLHoNMTJD6XLLwb1RpEDbBscbhNFWZVgFnFMYOR86SUVE6cWk8e1CnRAkEcSWJM1k0hY06Nghr4EanHDu4Ac/1CheC8FGFC+o4p44LwbFWteJwLo1v5wiNEleK7kXiKqJO0I2gwRkfsSBB0CCDSEVVrZ5J7iO5WnD/jIaqztSzq57JIBG0XkvHfeTWsfBsL5FTbR/qB1uXurV//XmXjjUC5iXvAZ702AfzzKc+kq++3+N481vfVbEnScXirpNzbt9SAxWVh0RRxAoFpoJtRrnqEnWq145GuxTSl+mKY2SPwIrIPoGlKvtRWCrsa6ItXkpglcqOsjIal6bkdmpZUYKxIkVnBddCxEmbvHSdQIyE0CXK1piU+BvPX88LfumneczXPpwH3vke/Oz/+xqCt3AlUdoQCSEBhnajdBulbQOh6+hiIIRcMTq9soEtVgAh0nsIa+L1YkTIN7IAyikjzQh0jvvJKeQWKABXi5ZOs1MTFHb/tlOmrmo4mWxj45Mmh12/Td89GXyYQPpCb+30MkyKzgBiUJhtYjSXWJBRu1T6SUDK6BrIDefOc9XDHsurf/bHedmP/xBf9/insm7bChz05+jvVTZxNfa+Z+DhDLgrgbPA7UEOEH8G3BI4SmWztEXkfAIMepxClJQEIpDEZ1zHN0rl5iz5DLUusGtSv7ylKNCaQgt6qkC7w9GSFqMlIFrhtqjJA5EtMiGzrkAJDVLzAKk6I1u0QlLmpelpWY3ujR6I9KmSfVhN6aIVeBjf9dy9o6To+s5CjSjRwsJC1KCmWUUz8LPQqRZYKxyLcsGo24+dshHl7ve5isc+8Rr+5E/fxU/85LN51KO/hetvuLGAg1iP3DK81ZLpRuNP+m1z6GA9L0qmtzTrvUBf3bs32wwSyjJo8Dl8yI5T10MMTthIUuQuqKMz51kjklivxEKdLIzMCyyNMSlTbqrdy9aoajtCUhA1JHo9SvMs3K1KDCz9LhqQ6/DEZF2zp7Qvgf1clfyylF3azJRSd8Lcv1U0brzPSevMEI5OHb9pGu5xt3/BZ/2jr+TGG89fZMmqDUr2Xg+w6hzv/LN381WPfBS/+VMvQhrh+375p0qOQ13EQUXSWLQcoU6g0xTmthFhqZYTYX0+P/HMoJaVi84pQYTOPA7qevBbco9UWccEGtYIFwSOgfOqXIhp5j9W4TjCJsImKq1a6F7GACLG4i1oE5N2oXYDcs2HnN+QYy4qJxQjL2S5r1uP6Ja2Mt06gEM2p8iEDjAEVTIE35MAq/Yhl2IeWx6KHA5XzlIlSz/psQ9JoOG+j+NNb/3TYiyUAvj6tmV9oNgHYi5soKkAYZRBIcCebLEK40RpNKTQJBwLFiwI7MUNK+CQyD7KHsoZDSw1ciYqC4S96FiiLIA9YsrfN0NPqoPUkUdQAg5GO+wiwSevXUtHUCWEtD6EkEOJ8vqt3HD+en7s5S/mm77mkTzkn1/Ni1/36rQPStdFujbQHgfa447uuKPbdHRtS9e2hC7QhQRSQlBCCCXvUXPuY8xF32qPQ36GJcFy+Ni3QvxGGvJNULlugVClqe9O05Lx4NeJ70463jZo0UueAE5adC626WjbWvGv6SvHOxcQUQGP8Wa2jeTjTq2lI2aPG8+f557f8Dhe/TM/zkuf92y+7olPY922leOiBkhuBBx8AgayALdCZNUnRkv1AgMAVvG3vKtVhLbibjFY4mmwpzKapCS7MPuwHnblYV3WkhWYoTJe9NiqvEUOO1HF8gKkz0OoBvKwO8jAgtP3l+HNqmx15e8+AMzCYWS6bBLD+aX/W8bHlMG5clN09CoRCbnYme111X2u4tFPvIZvedIzePs7/pR/+73fwYtf+MP87M++jK4Ures55StY1LdB4OhozW///utKfkh9Uf0QHBoK+mdigT+V9asUEzLQkFmsemVdq2P0yKQuQSRV1W0lW9r6O62D9sj2S/oEeKtxt1Xmo34SYy65vGcqguRSLsRlpwvFHT0vP4u6f1P1+WrbQUVcGR1vaj2pv3fD8w12G+ZfOOf4vz7tU/h7n/npANx4bgwapO94da6QDPtI2dRO1F+a451//h7u/oRreO1zX4DsCT/wKz+NeJBGwDuib5K10jx3KVnasdTkfWzUocZapk5pcQRxLGKq4+BCT4DZmk7WOgtXEix8AloRq04L6+BYI6zxXK+RY5QbYuScKkcKN8QEHI5j5Fgt4VoirQSCiwRxKXdiAXEZicvAni64cH6dHNGdQhuhDRBS8uvB3orbf+KV6bvOct661F8++tHrueH6G/p7XtbC7E+tx+NUPxgrzlMy7meXs4yB7na7hSlQcQnH12Gf3T5P+vykb3owz/zWR/HV9/km3vTWdw42K+CGsXeOAkQyUCyxm3VtoyrUtp6fRTVVdSbiyeFKwkLF2JQ0eR7M+7BEWcWYKrCrs0rssDDgsMgY3ZRuMQANid5YXcqBE0isRma481HQTJNeaM6tWo9Err9wIz/0qy/im+/1KL7hS6/mx1//Kym1JyixU2IbiW0ktJFgQCHG1Pd1VBslVqFIhXms8s6Vu1p713R3/yiPYuunSwPjNx04TM3R5fsa8Uy4kyd3rL8bM2vsuqDxAnr6fYbbTVi9ZHgZ/VSkW7uKz3k+kikxqlClCWSQlb8+NmUAJKQsdBndV25w27c/aq+x3nDhAvd85OP51Rf/GC997g/woCc9I3kevKk9JX7QuDukSWFI0iD+LLgclnQFcAb0CgtbujJ5GmSDcEXyLLgb7f164IJpOylMSbuleSMcopnZpRss/pKrKmdMob3V/dYincWtO4NGoIn3X3MeeKYV7WMTg6XjxqwoW+XnsYJOtkxrXx+hJMAVMaJOS5IK0pOBxtIitarDidJR6uFVFzE3j5mChUfUala/MEeSlVHIVn2MszpXxdRUIdqSpBW4+33uwUOfeA3f8eRn8O7//t/ZB7732/4Nj3/KE3jQA+89SAKuA3HyaKu7xad/2h242+u+lKd85/enip1U4zC/GzGAszyCBJNj/1kjTgVfqC1hqYovHoeybEG+r+aFyUdThEBD0H6uUpQg0bw1OY4cHM5iR8X2xdhuXEX/qnQSehpd8+Dk+hGQ3N2xPJEckpb/DjS0Vkk4sndLE+bdbIkTQWm1sUir+a6i8C4Tb9VZL6oYjtca3fE9W2vTarXk5S99Ll955y+lbTue+szv57rrbijzeKGRrNe5ekYecxPnbSXNdWJhrOKEd77/Pdz9ad/Ebzz7+biV4wd/42fQhUO9Q52k+GgRNuJocCxxHJEAQ2NFNoMtFa2k/IZFFFyEJrgS2pCz0DaSGF6imNcshxUaf9daIscaWatyg8KxwjlVzkflWOEoRjYx0Su3UehycrVEAiFZRiUBGSTw+bf9u7zqn/9r/tO7/l+e8qoXQhsTo1JIxBmf9amfym++4Me4w+0/ofdQV3L+/BH3uO8jecMfvbVMVlrG4Pj5ulFf2noAW8evHuStQuSEvwaiuWDluH9OGS1qZXOk1I30umwAfNLjHsIzv/UbE2h4y59Uxq3KyJEXmqwDxoru2Jn3PVrek7FtSRfS4hLV6jKA0zbN09KlaukusHQdS/Gs6FiqcqCRlSpnYuCAVHvwjDqWmui2G4U9TR66hSaeSA8sJdh6oObd72nCxcek7PtEPRwcoDGZQmOakxPTUVrRvaYaDqnhwvXHN/L9v/EinvbVj+LRd7qa5/3BKwlHQncE3YVId9TRHW/o1pGwVsImEFp7hUAImWHRPA4xex3MQFewQxx5HCZ07IFlsAdzvcFDt3wSF5NbPsehlkH86K7J/mIDdzgRDPeamiTGxzyN1WF8tmnwMNWe/NV3PPMJXDg64kMf/suqIKiMdx41Ly8yWi1MuyyT9QMfxZnQm7pvOH+Bez7q8fzKi57LLzzn+3nQNz+TdWiHDE3i+qJtYjSqbgV+lTwPzqhW48JSh5Yge6VSANKk2gviwR2BtMnjEBfJU+KCMWc0BhhcNUlVVvOtmNVbl8RqAGYLmFg1SylpLr0FuvTdbPm27xyyZfTKE0QBkqZQZTBRK/KhIvDUxA80IC8t84p5qdJxR4qZ5BoFQ8UnJ0vltuQkzNq7Esy3lN+7nHQJ/Kv7XsWDnnQN//bJT+fP3vo2VrlAXOh4/n/4oQRE1BE1vbfqiaRY7s5qKbRmcQkauf0n3o5f/Knn8IP/5mk85Tu/L1lqCmjowbFU/SvnKjgyHa49HwVvwCHx42cLVO6XfXJyyFVNK7pIVW+pyn23jhIstrwPvQoZsqjkqhF0eILm56Wl1FtnIDNafHreI5ZQrjyGpAJVebtgMbuwkMsNOOhopOtobq7WiK0JQYa7FW/rrrl/lwJZ/66DeQiE1WrBy1/6XM6eOcPtP/1OKTyJsfFnh8jog4xckHk9yO8WxvrOD76Hr/6338Svf/uP45eOH/udl6bkUicESa8WlwAEwloSKD7yDvGJqMi5NFZUkuHeR1h0YuGRanVvU9hga8fcIAk0aGJA64BjialQoyo3agII56JyFGEdleOYxmKrShekjM/ootWFCGWe+PxP+Axe+S++jRe+87f42r/7pdz+vk/hne/+c3QT4SggrfLQe9yDX/zV3+RZ3/ujsAlo2xkFZ+rY1zzygfzaL7+Ye9znUQYepm54rfDWC/ZYvxjrBHVfu7WAhym9ZvybbG0qg0/ja921+o71kCRD0PCnW8fr4z5GytOAIjl7FqLRtmcvhPbu1kzLkedAq93gnPYU10QaFRZElqosNbI0YLCKmrwLmsKTFlHStprmRy9p7neWIJ2mUSlGuLw2h6wRqhBtwW8sp8FbqdccAitaBwgo1x+f49/99ot51lc+gm/60vvw7F/7RbRNnrfYxeRpCJpeMdWOKAnQhT2prsDU4wNKiO3Uc8u6Rp8vt61/j5/bdm85SW46cKgSdbeg6U6Z+q26oKIp6ehCdXTBu0ij6iHSLyDTWKo6/qAJeUKRPm+hv+i6CcWr8O3PegKPeOj9udsDv4HrLtyYemU9UCQdr+cCl3KK+rjbA9z2yQOvXngG41qq0zluOFpzr8c8hV/9yR/hF37k+3nw074zeR5cpjtbIFgtBndFel+cScDBH4A/TJSsYQm6hHgG0bPVfdhAs0pMSj6k+6AR4rEBCgUNSLdIRc4IyauBmREkF6ixKaZ0o13KwOUpnctW/US/qaTJKblVTcWM2s+Roviq+HHpB/VBe3RRDfycbJ6Df+IgH6BPgu49BXGk7Gju0gVkahlupdBbpmDNVn+VbZ3JthHpH1wAvuShD+D/d9d/MfRUOOGT/q9P44ef9HQ++Nb/zhWSKWsTu5JmBiZrb6fCxihOj7SvPH1s1HOtwkc+ch0PfNSTeekLf5gf+jfP5Cnf9e8JMfTzRrm2fm4asDLZ3OAsZMyb5yHz54tmn8Dgko3lSFjEVERIEFaWnJq38davoyRlbeMwstTsVXLFshWslJuWkC6j37P5KtPE9iXo7N5VxoNYzSGZhScBn/g3bBG6KTKl9NRKSf05K/bVc5jy3G59njrnLsVx+Dl7Gs6eOeTq+13DjeeOhhxmJZwpe4KpDCF1nNzEteXcBVGz1ygsopURF9711+/lns95Ir/6zT9Ks/T8+H/+BQPhjk49G23w6lKBQJfyCJxP1ZpbL8TGsTRQ0XSaPA6uZy1qNYH6I5L3ohPHGuhU2WhkY9usNXIcUz7SOVU2ES4EZR0jrQGHzsZhq7mmeaTL9Vmsr37eJ30mv3znb+M/vOMVPPePX8NPvf43+ebPvRd3uPJ20Cq6H6GL/NDPvIQfe+EvjpJne73iBS98GQC/9soX8SVfdm/+/M/fXyml/fPcHq19GCzFnKPD3/Mx5NYUqlT3sb7AV75GkNFwmOr7tdQx8bt0Myn3rICGe19j4UljINKTCpRq4PkwdXJ0PqX2eS4SHcYRbNN4tIroDd4p3gW8DzReWThhJY49lJVGDjSyp8qhRg5VOVDljMJCYV8TuFhGx0JJYU2W+9ZImoEboTcG4ZM+5XJOW+rznSZ2RF9sDkrQUAxm3nJ9JDNxeCU64aNH5/j2V7+Y777HI3nyXb6W73/5LxDW0V6BLnsaukAMwQq+5XClzMQolTdEB/kNZMpVhUzr0feLMHqO9aOvPafjZ31xuQXWl2pAbp2zX6j7LXdN4Cch4TFw2NXR8xZDC8Q2//MYjk+jsAFqrkFD+Sz80396R57wmIfy5Vc/iHe9591G3j5xGYO1TspbWX+2zjt+kDVYSK7uAiLqXazw2o0XjrnXY5/Gb/30j/LoB9yP5/3CK8A7i3tZ9cXcvNVoWB6AX4Lfh2YP4grCAmIDYQ+iVZFmYfUcQqJnbc6latBxjcRl8jTE1uIWfe+lsAGZzq9WZ6LqF1p15luJbHwaPt7CjXyuaaDJ/dkgOJcKHvVJTBRQ0T/Zejk060u2dahVbtAUltCpJUNHNbXSFG96elAtabR9F0lrqCk/VV2+DDCiSKndELPqbJWvqbtXxaCUFFfln13zUL7ga6/iN5794xyvj5P6YBb3v7j2PXzk/e/nk+iPQxUSpSXEypI+EzcM5xA2KMcq3Eiicj1Wx0aV6z9yHQ969JN56Qufww/+m2fwlO/6XquFkcdrBAmD0Kc+vbsPLSueBoSlKosRbs1hQw5okgeaPUtYb3EWHORKJV5BUR/pjHq04P16JjEvRXmvJNJZ6JMCnc1aYn6c/Hz6MlnDaUPtujRZ4C47AL5L2a/n19HCdeI0f0plr8YiO2S1WvHylz6nBw03XigdVcoxxuvchKImDL/rLQQ9bbLTFNqaqwLa611/9R7u84In86prnsPXfclXW8x1H7QKwg03XsdP//yPcP7cR+hcpHMO5xJrWR6T3hsFcNbPohQq5GMjze6AY1N4WkmehQ7lWCIbUdaSkqGTRyK9OsVeSlBJCZ9iSaTZGybC5/2dz+DlV30bP/D2V/Bj/+M10MH7r/srvuWVP0n88BrOdehHW/T8Bo5Cb0It4EH774AX/OTP85hHPoB/+A/+Hn/+nvdvPceT8xplpAuMO0V/lFuD9MPhBCBgMmGSurQTjU7zpMc9hGc+7dF89b0fY54GX42tIdmJVgfagncay4KkdWiTZvu+JJ+v5Zn1XAEuvUgAuhFSHoMqK1X2VFmhqVYDKfR0gbJUpYnKIkYWZI9DLs6pxog3uv4qb8kZfbrTBMSdCtEU8larYo2iRBG8A2+saGL35rrzN/CsV7yQf3vvR/Gt93wA3/2inykeBw0BjaEq/IrlNvQlsPrhYbmhNf37CPROGiEHf+j0z+glAeibARxqRXq7GfWPu7vvaRp6Uwe1nG5frSb8iab1QQt1TkJmvxDOnj3kg//rw7zr3ddabkN14C32A91abCQf76SmVp4GEar6EFUuRS4yp94SkxtuuNDyxnf8T644e2UCCI1P4EFWRrO6hOZsSopeHoBfJI9DcwBxH8I+xH2kW0FcVhU9vXksSGDDNQlgRAfRpar02RwqUlWidn2l6JFBYvzp1iDRwkGcVYrcuo6RjkH1KIG+KE5F51qlH1iot4EOK/7kJBVuGrDdmhRK9PKFTeSV90yr9qg1Jif0lsrQI7BQXxKFADUZNL/0mq/njl97NT/76G/hw+/+cwtR0kEF671S/6Rfxou3g+weFlpJVqJM++4tJGVj8DMUoCT89V9/lAc9+kn8wk8+hx/8rmfy1O/+94ndIh9ds1erLo5UXVG5xul5or6Hua050d1byFZDBm9DBVULy0z/zLFldOD9sJCpHHnT12yg1JnIn2XLb9K3U4vVsX9mboef9eMn9X122Ww3NArp+Aqlvzqt1xupjjM6RvmbKjeMeqIftUn4pkc/iDt88u35V3d/GDeeuzAMGy1WHXMV1qh7bLShQolQxtxgDsg2lBQlmqJAl4IsHP/zI+/jq577GP7+J3w6ezTsRc9CHWdIVaTv8k/+OU969L/meT/1PbQXPpJyjZxw7KLlQoATZzXftIDmjSYWpaNIyj8qNKrJM7a20MJjCbQuhS4dGx1z8kgkTvlNTKpdp4mQ28q+lZIMn/tpf4+XP+iZPPstv8zz/uw16cm1mdc5J8GClipWsSosFvuZpWKMg2R97ZVZrbwSo/G8NVlJ9fWutSXu/ukyFB2MpImG1xU/t1HWaJddOtLQSPukxz2EZz3t0dz93o/mTW/+0z78tkpbGICHMm60UmytxQO2pcrzYMaSTGidiFKzaiMFODTiU0I0JGCAsoqpJsMeqXzWUsTClgw4ZPCAsMhRAWJeZ0nRAoOIkIoKJJpBxquCOlxKyUBzhXckHV+E4BTvEj13WedV0aB89ML1POVFz+PZj3gcz3rI1/MdP/aTKVE6JE9DyWFAS4G3/tXnSBacPURoW7P99NxfgYb60d+EheLmeRxkPGEPfuwbdeqBOe7Ip7ky2TqJDmy4F9ufXn2o3OEy/r2Oz88vL9z+k26XUGDjkpknc+JFSrtKK8SmslpBGzet1uzq9bP2Mvjq3WJlxRKgiY0p6gvQFeJ8olptbgvLJpmk/CqBA7eExRVJ8V/uQbNICdL+ENF96M6C7kF3gIS93swMoAep+zjLiwgNBA8x9HXfkPSdesuXsOQhyRyZfWjJxE2/7GUjSzBrm5dE35YXY6+JKzpqpbBrj5tQwdukmnMhHJoSmNFCIYoVjVNb8DuLhZdoxZ4y40S1TAqJrm3Q/a1ysWS2iMrqT1Xvocz7Jda/V45sGaczhfz/uebr+YL7X8XPfONT+d/vfg/eqoA0JGaXBUPFF7XESbV+G+vxlnMkkj3nvCRqyPMC1xkt7PUIFzTRRZ6LcO666/n6xzyJl/zEj/Ds7/w2vvV7/n1iWzKXbiQSECtC59ho8pd15uUImhYBNG2jGvt1rMo9EEix15IWinSNKbeiM8CzqYLIJhPLhZKorvas8zTS5KRsTWDE2WKX+0OT4YFqdQxLN84F5ahDlfQyJGOtlZG8NsSJ30fb9HdwItdgB2CYOq+Mf+/PceWVZ/jjN7+jz2nod+iPUf6MFWio8yTYmst6PVYL6pS+KqDxUwjSeMSl10cvnOOtR+/iUBccqmdPhStE2BP4+b/4HzzsqkfwhEd+Oy/+j/+WC+c/StCU9CwenJNCbSlqScuirCO0KhyrozWO+o1gc1VkY0Bg7SzpWZS1iym/yEGrLtG5SrQCdObdVGd5UfC5n/4ZvPwRz+QHX/fL/NifvzoZ0VRgo9BaqZ8uKVF9jLsNtgGAGFF5iuB9VchUZfIpj0zYlV7QF8TafrYn6S+Xn8hgTIz1ntwHx308+6Vle9utwnfbpoknPe7rE2i412N405v/tA8x1npMxVFbYsWS1gPvYZvFQoP6VkrWDSRguf+VV8DTSEODZ4mwispeiOwrrGJMtWuQ3uMQlUVM7Eq+eBxM0Xdi8CQVBnXiy1UX6m4rihRDzj9LSdteUwghonQiKVlaUlhq9ELjITSC90Ypm5L30Fb467++jif98A/xI094Mt/5jd/As37wx4k5RCnE/hVrlqUMKrSnD89raba37HgfEgaMnnMdMlbk9OPhlmFVmpTTIIZxI3dRiU1Zinb9PZrwTy2n1For4HCnL7kjz/n+b+eZ/+7Z47XOtt2uMTG9Yf1rtQhVQKXPba7zHNICJCLmSagUdW3SS1zKbWiWCRgsmhSKtDCPw2qVgMNqgTRN2tbbpG8Zd1JbjHL8hoVEpaJxtfnMvBAiPViIMTEukdg2Bhp0nUeytbhf3tLJwj4pQQJirvsoalWhNacp9IulSAEOEtNDdRV9e5ONkpnGVTHgkJOqE19SsMJIoQIO5ElY1awnfX6MSn6XAhywRGqG9bsLJ3X2hED2ZqQJNIjyGXf6J3zxA+/FCx/5FP7q2vcmDGvAIYOH/WFUVFrCrDBQjcNdBfVVExvROUvmPEeKSd1IskU1wLFGOnF0KB+97joefM2TedkLn8uD7nMvfu4Vr8xmTVJJrMR01JnVtVMlWEJzzgmREhjkBmSnhWHDwtDE2JmWpIJuqh2dJICFUdBuqhrUsU4sZ+iFKC54TYtRvu+Nfbey5DtvwCFnOyha4mr7aUTN+d6zQl2ewOFS52bplcGBQjg+7o6/d1pfe7/eF9zxs7nmGx/Itz7z+0fgZsc0PaikmL+rSC7QKpetetWEGblStM+MfFIxgWU2sAQiq2gmvINX/sZP07hH8OiHfwfv+8D/SKDcDEnH7RG/+7pXcXy8hpCBOBwjdBHzIqT+szEWtFZSgnRASxhThyTqVoXWCSG6knORchnMYSCgOD7v734Gv/SEZ/Ds338lP/62X4dPsFsRhJKZndeNsnO+3bVxsOdUyzPaNz/hEXzKJ9+eP/nTaysI2T9LqcZr/8yzYiTVrFb7ck/oM7cKGYOGHVJ1Z6Xyfg1+nNDBTApouPdjeNOb/2THOXrDmOxqU3nO2vvUtd6+akvWCRhWUHci5h2w2iWa6FcbTcnKKWTIJdut5Hk1za2+zKX/H3d/HjfbVZWJ489ae59T7/veITchEdRutdVvO6O0irTaajugKDIpg0ERUBlMGAUCAUKAMAQSECHMoxASwhgGUdR2QFpFkEFAsJnCmJB5uPd965y99/r9sdYezql6bxIS9d7fvp+6VW/VqVNn2MManvU8dW40Tkd1HxrKc2VZUkgSKBViCjIiAJh4XLIAjTdGwVywzc1Yprz4JzLCScFl116FBzzlaXjxE0/FGQ97EB59xnMUdizTB2a1DPX99q5Rw6i0WyfYrY/ctHFwMwrAzSM/s8l15UBbb3dmLM8n8Mnrww2W1WFxuIGx7hXaCFf7cfvzLPjRH701Ljz/xXjC05+DV17wJp3Z23OdGF3NccnUmagiQVINPam5LmpA0uSqs6ArCwOdueadOQmyMKdhoQXOrgP1G8CeY4CtTVDfA4stYHMv4D2wtan7WWTtddaCZ4mq3ChRwa3RZBtGWxDUxQbGTSDtg1XMAXGplXtxVAciLIE4AGEbIqY0jQTwqE4EJ6uXkGZRPjpalByp0Cg5SdJItqXdI2J1+IyCbpJR4uZcy21uGBpQsxPImjl2fZxFdDIrEDVJLiEqKeLc25jq2pmaYvppyjMLrdVFmKiWWsGM4ghg49j9uOTTn8cln/l8MW6dpY43bHLdaMtLDbYXDZaUhYTIovgtGjkTd46i+FGBwieSJdkOZSVdc4quvvJKfOBDH8Xxxx0oitEwJyQV1ifjnbdC0LEUeVYBW1dMl2b8V1SiXsdGvcGTLjzRFjNYoj3XuVCBSzULa6vobItnzhL0iOglwkGwgdQseGJ0rTUDIlYUV6bMGxR9/89srRUtzYOmEyw120r73RuYWUAzqU4oJleDTbf5oe/Buy98KZ7x7BfjteddWLcrxaf5nqFCWsqEzS2rQ/3ZMmibeZulZBnI1WfKjNgdwJ7hHcOT0q4uINhEwiYIe5mwQYRNJmwS4T3veQ0uu/hz2LP3GIAZ4pTq9b/91+/Fb9zpEXjFO5+H67CDEBkjM3aYEKJgoGSOgzkElnEYiTUzJ4zAQEyEkBwSq6OhDq/W8TCx2XcafPiBb/0vOP/hj8LZ73krXvjxd0L2iK4hkTXTMEbLNqSKQUy2dgiMVMOyhCUTodf4l27/03jGUx+Fn/zZe+ELX/xKnToFTQS9ikNK3mAF8tb2kTV97ihpVkE3O2qZb9SQbsyzD6hG5qzvzsfYife8I574uAfh9nf8HaVcLfufEr9U349qny/7ShO4trS/Q2QgIJpk5LKdQ540i+YjuGM4TvBI6CSiF6BPwCICCwH6aMxJYnUMBHQpqq5DVMchB3scWEU6m9oGirXmwlmlGCdXgnQ5aEaIRnusa0CgZKKHhM7okzManMmm+gDIqFk3HQ+Cy666Evc75XS88hlPwjNPeSge9eSzC6sSkkBSQrK6h5oFz/aDbTfxFRoykEl3aC48Tbe+qf3/P4l84/oWNZpt104E88/m37n+tm7LG+WwEXC/3/p1nP+Wd+Jlr32DAut2+WLGkZfBRWgmtnZzmm4zeczYlMrrnPZmNf6Jq0ZD8oB0+NBnv4TH/eYd8aZ/+CT+7cpDwKIHNjaArS2gc8CehX53IyrTR6msSwo7kmQOQVKnYUmZJkafmYHgNdsgVveQFpZxGOuVTUnVGVMqoBQdWTQ7ryPN4Nm97SSFKnUmSBNJ4CmiM0pOlyk1WWr0gSzs3Nh5RYG6QcGTRT5gTkIe+2zFwwKF2mjUQQurIApzEWlT+rq3lo03kSWLcvEzZSYo6LSSDVFSZ6iCCKhoNUSDKwUkeEroKaGDYB+M0QLAZomD28SXI/sCLXtzijPtiazbURGbHa0YfBvAsVAnYT8TriXgWtK09BKEK1mZqjwrt70nLghKsQwDC6mStajBfyg5LMz46YxRiYsxUuccR1JqGvKzIxUPyuZ/soUyERv2m0tSng1IWiBgLEgUa9qeAzgBPWnkbI8xhHgRbJkDken+kuljRAh2rBhbJmaERej+g/r+jW/zhWrdHLjua/meVLd6JbAzWRh3n4vbVp2Gl+B557ymcVxk+q0VG7Q1kKqRpgGeHDElq0eT6nUyV1gp56yDwpOYWbHRbFS6lb4CmwTsyY4DARuk88q/fezvkJgh7BAXjOAI//fjf4V73P5BuP8dH4Zz3v58HNoZlMLV6oaGrC8ChSBFG4+BlLFlFIfcO6OnYjAJBN943LF47UkPw7d9wzdg3k5763l48fveAzrBGXV/VQVG1LiQxMyeg6lCdDE6eVocDeD9H/gIPvbxf8MjH3o//Nb9H40Yw/QerMlArN7zeZ+bG9M3rij0P7fVs527D9P0gjTjBqtj77BrrO7905/9AgDgB2/93VPHod1O5uNivsmclbL5I681+Wzy2p9rN401njj/mSG8+ZEyeVFBiFemvFrUrFSuNWtBlhVwBBAbTYZRKFnJtAWxuKy3YmyGzKrXoMEcnacdVXRApt8ogT+pCunSCLyJCC69/Er81sOfgD9+zlPx7Cc+Eg9//JkIDSRpwjAp00taL1/r/K13AOf3bPWTr6/v34yOw3SCr+/Rmq1u2OR++IXmcCdco3Lrti+LT3HIDhfBourEUyN/4AiXXX5FxZaUsEf9eq0LojrUM/ZPzGCcBz9sIm3p1ag4CXYgzulC1DGwYJB3wEZv728pSxI2ANqDV/zjh3HLb/tmvOuM++OOL3sXPnXNoE7Dvn1KB3iMNytvB+hHwAXAD9YXrwZkBxgWQIzAsgO2OyULv24bCEFB6MseWG5q9V0YgCWB4gjsLDTjsBwgtAOkARivAUlWnI4zmtn5RHNktyz+xVAKzmSCS4nM2CYq9QqrhZRNXo7WDXdq/q89oiWFFFLjlMrnUg115OLrekFrRrbi7otCue2jHNPccLJxkgTYc/yx+N+/dyI+8Tf/t8ToK6wG6EjgC3tFdhqyw0CTQvIMP8r6A95+1JVzUE0gD2BPoW8VbNq17aHRnk984l/xwN+9H/7+g/+Mr33tcqSUcPFXLinXIkmtP9FnKgiK9l60V79ka5q5gnLWgdBkGWyhanxftsWknQequqjYdaeSindWN9FBHbCurXfJrFl2QdyszLoe6ZHsdBeakcMcZnsXptkCWblDebPcW2V1YNl3p8+C2/zQ9+LdF74UzzzrpeY05E2kGQENPjQPBAImHniZr7h+xk0wZAWexAXTQMxa1+AcmB2YWNVsCcpFL5pd2CLCHmJskDriG6WsjVSpmQhLw2ovU8Jr3vMy/NbtH4AH3emhOPvtL8RyZ8BSNKgxkDoOgRJG0jqfYGQDSQgxVvjed9/yW/H93/gtGt2MwO/99M/hrz7xMdztuWdVZVsIljLi6nAdqOcpRi5qsEll5LPoW5PeKz6CRTEMWpjZdQDBFVdciV/81fvhw+9/B376f90W/+ev/94CGo2wWLm369f6OuHu0unkMJ8dkc2w7i3RQ9OKCkErBJZVVifOxPzatU4J8P5/+gjuco+T8Y43vxD//M8fx0c+9qlmfzOq5Gb2oYJDnTqBJfdcMhD2WaN3UgUSK4yPnICdZQiQ4UdJIUrQ506cZRykFE17YzxylLRbWuGyxlgVDqjl0gwS+zFhsDkOzrIhTozuQxK8BTs7CoAYTWsiRGYVEgXA5Ix5mUtfl5AgQYXdUoqIVrvwtUsvw70e+Bic/+Iz8ZwnPxoPO/VMSAoVmpRml1Hq5c+ORa53WL2v7e0pq+AsQEL1ngBral52bzeD49CSnc4dhiYadpjv7/7uqrOwzrhavViHi0DkP9cNotWWsYElc8BaTPcjt/kBvO4tn6mu5spNmC5gOlYqvq8cA8l0H8WxaK7fvK6BGXAM8qxZA++ARafP3oTcaFMfvsPT//b92DpmD1504s/hZ9/4PmDPFnBgP7Ag4FhbqbaSPrsIdAYpkoOAjMBwHRCcOgKHAAwRuHoAhgDqCdj2+hknLZL2SaFKBGDsABlAoVMYU1za5LHT3M9Vo/poaAclZxwELA4dBI5HjYBTAlFU49mKvPI8mdfHFDMsScVtdM01lWfRBZ2kOpHR1GGzGFge5kW1uoxFVnz9zFnJkDnJ5r4hKPJzNkbFanNSU+y7Y2wq/QkHcP+XPhuf/8jH8afPfxk8J3Qk2CAxGjwrQINS55UoTFa8RM226O9KUfL0VuAGK+fLzEUQZY1JpvC8sHDOjmHAe2L8zTv+BMceOIBX/9HZYCYwM97+7j/H05/6XISo+O1DNl8eMuo+J4rvzuwYWTE6R+6pzTSYU6M1repA5e21ukevf7IIGDVra8wOJTSzI6LZFRa9XhuifWgTgi0kOFLIF0vNPpE5FmS4dLZsSCsh0C4P8UizhdZO1Y27Q7IaRT0sdHHuYPB0viybyOS97/z2b7VMw0vxvHP+eOYkGJSsLMTczEkzBzy/yL9RnAS1foi4qbRU+A4Vh4FBjsGug2OGpw49MxbM2AJhDwH7BTgGjL1gHCCntUPW15kYwrlgmZCZiMeoMMlXvOcVuO8v/C4ecaeT8PS3vxAHt69Th4GjkhyRYHRZYI4RjGI4BQeJhNt9+/+H5935vvjnL34eMer1eMuHPojn/dmflqLNlDQKm5yAFz2kF0iXNOEtWuSJMYHGBBkZFAgIDAnKSKDMezmER1kGc2ZHAJdffhW+9rXL0fe93W4qVUTaePY872TzqG3bN44u+u/pOazngztsznHtcJI1r7T93fs+iC988as44YTj1m5fj2W2v3nUSWxcrHXimjpHLqqc5UGcx5OtTxKrKVTmP+tBJAXe6TPrEUnlkPHqhJCTKoIrDElOdSSSM2IBMg2JZBkyPeyc/fUG0/NJjBMngRHsbG0wioOpmyrlagiQMCLFERIDxDQbLrnsMvz67zwSb3z52fjDpz0GJz/66QbptqtTsnPZSZg5bCtK0Wvux66frZ+Pb0i7WTIOsksXnh7O9O/dO/hqEm7+S6sOxOpvYqWLTkfN9boWcx/IvOH9B/binRe8HF/66sV48bnnVbG3STQKxWpYey75zbywZMskT6BSxXuodRgyeK53mmXYdMBeD/QO2N9rzcJiQ50H7pVe1XvQlsdfXf4l/OIPfCdwvAB7ErB/VIjVAYJ4AW0EoAuqyeCWiroWqNHvrwTCCHGmIN1ryR3GBPEDsBOBQyPIj5qF6EYgmIm7tEjTYOcaMptOHrgN/V6OQB0l7ZBocXQPQWeFuDqZaH2Ds2JC1/Q9svBxsskHFoXWwliZZA1cyVTppBsNGpMK/KX2MS6GphmoxJN1Ro2z6qhVjgupNlNjJOmtMDVjUSXnkYDfPvtJ+NxHP4Hzn3o2FhLQUUJPgg1S47cjhhfFk7LxXnszC4A21apRFYb6rw5AR4RF/ty6gbetR6OX7JUIGLBiTrH08yEhnP+61+M1r309lkmw79hj8ZpznosnPvEPcMaTn6MCVpbK3hZgYdGp0dY5llqnQMaiVlAmRtk3LazTCBiJ6XmZwxebTEOef8hqLRKk2CpZxUGVTgmaI0zYRGVT0vtSQyie6mc560E0z57qcMuZlCOmycxYAAq1Jq2deNfuZPWtCZTp+r4P3PZHbo1PfuqzeN45r5v9ZD6OWa3a7GX9aMKr3DgrOvbUgcgZ5VQiqaUw2jgrmHNgQUESPTF6IWyA9UGERWaLKY5DHr/6mwVqZ4+UIl7056/EA3/h/jjzXqfgioPXTOTCSqC/rKh5bJpzddwtcfqfvw3v+NhHIIGQRi11I9eBKSFRAhscE06QvA4CMo+ZJIFShMQEihGIERKzwFcqa9skIL1iVM7va/7ocJmD9nNZ/f5k+yPNs74hrXbC1bO6qevm6rUSABdfcjlOvOcd8X/+5v1IacoXt/vvNs5DCWDxbIwWLE8dS8VxSNUmMiecbFUiisUGLKZZnqst6OIaCJEvyT4Ce4B90oArQbV0hE18zhmVPIGTKOBUMo24wYBzxoNyRiOLh2qQUFmhuFTCiYEqJARIDOY0jJA0IqVQGJMuufRy3OU+D8PbXvM8/NGZj8VJf3BGgR7r5ZQKYWrGR83CNu/RtGZxfj8nt3rljRve/p1qHFaObM1nbaM1r9p3ZGVCWYN0bfbffrt1FmSXhWGXScR4ss1KwP4De/GON74Ml191Je518sOwTCPgbaGYRM8bZo38e82kV5xxbkKtnRmI4kyysK150I5O3umA2ug107DPA8d6YMMDt9hSutWtLWBhRdF+YQXQHnIrh32bHfpvISw3I7B30Lz4PlUyFb8E3ADwDsDbeuVkRwfXMAJxAVp2wKLXqNGWFk3TvgAsE3AwaWHckEDXRGC0omdvk8hgMsAhLyBeVyMx1iVKN8Pk9x/bBjNhIYLBOG+WpBzTCYQOo02MrBNRzjoQkFhpVpF7jkWXg8FeAIUDtP03UiUkCVkDAZXXORPvCdEklpa7UTUcVh3ozPaTI9aZVGssdQ1aXHzsN94SFzzzeZAU4UkUWqEVLsqRbU6CM7I7buBIaJwdKeNYYUqF8cKOo82m8Oxzb1kKMgz4lh3vphn8AuCqK6/E7578SLz8+WfjCac9As9/yh8iRFO+hWhXzOUmOcJkrBqZ7dhTHZ7FYZDmGjXXj22x9JhCcfLLaI4CWa2HQ2bOafC5BKx8OfPW5/oFahKPM0aqjAKJ5mQeWW0eZbSXJavQFLWuyQZXNHu7n93oBrNjkv+eRoHGMax8RkbJqNc7q6q2ugyZkjs14Ot8LrFsT5lHsrlJpTjaaLP1ATArbrrjiA6MBQib6LCHVLthL4C9pBC9nggLInTEIHMcsi+yNCSQk6JNjphGvOA9L8N3/5fvQoQr5AC5bwSHUtiZxKvQZNJR+tWrr8bHLv4aaLFQuAgpKwxxD4kJnBJSDHrlPUB9gvRa2JScEmpISuAYkTKrUlCxKwoOSA6SYuNA2GJoNUjt/PRfvvlW+MZv/AZsb+80d7eNLjT9p7RGWK6N/M36VG1HybpT/AZuxoW2VVg2rX4RuexgPj6wErDNe7vP75yCv3z3K/HSc56MB5x0OlKKzY7EPMpi9c8AlM3eSr1DEzTIhjbl2sqsqi6VRiyPpRJ5T7bWhcJ1JxakzVZYzt47AOy0fsh5BndK/ii9TTeSlNkwstIYRwYNSgpDYVByGOg5SlZiQwIl/Y2qr1NZIkVUElEiQ0JSrYYwIoYBaRyRxoA0qiOhjsMIpIRLLrkYdzrx93HhuefgBc9+PH7/EU9BkmDMSqk4EdO7Tk2GNJuYa2zZuQZOMUDnwZYbPg7+HWocru/9XTzU8mre8dZlMq6vKGq9I0AWRV3vuMj0z/JaLb39x+zFO9/4clx+5ZW418kPxzKM1cJY2cvux1A+pkbIrdVhEK5RxpQXIE1voze61I1eoUn7HHDAHIfjOv18w57ZVctnQ/CPO1/BV8aDOPf7fxT3/tI/YZkB5ZwxiYPCklJFfkvS6BGS0vtJMralvFg6gXgtoKZgmAtO6khwAvoAjCPgg0KgUlILqWQW5p33eq7bEdauSgcAyzhEEXQkCHIIUbaL09ARoaeIRCjFWkQqalQCCkknpCAKayHRSAY3OEYxIzfTcOY1sUjST5SjUYpnQU2fLFClyrpU4pBUxcxGc3yW2SgBsI2IaLSwQgnMEVtI2Gu+5zEmytOLQweCE0ZnSNHe4Dx6FMmOyY7KIvacBX1sfOYiTU/6ALSIOFFlehqtSLljwkFIKaa+RpRD+9prrsSDTn4MXnLOs/HIJz0C55x2NkDAdZLgibAQwkhkNQZ6nM5EhNiO2Rk1bteYHsGuWxQpqNEuJ6lFXYRkWR2hhsHYkm8oRp/+5kKqA0EsxsZkF0xyAC+L6ine1xsygyvBYTEKVYH7SDOG2sDPfJzngM484LRu7m/n6TR7v9n3bsGhMuUcbn6uDkxZg8qiy+X38ltiUIoJbizvh4xliGpRNNlDSx4U1teD0cNhAx6bYGwxYQPqIHty6LJirsFdtZ5T9+tJ77tJQyDa1L6UhI984RM4lJRJbAnBaLU9g2dEJgRm5HJPkd4CVwxedDrhOC3AlkBgpzoMEhKSUx2T6AjcC9IiAd4ir2kEYkSKAYjBnnlSGJ2jxtX8StUrt7npG291At7zrlfhrRe+B3/73n9sVtcs6JgK/HdKyyqrfeWwsKSjCbI0i9oDTRjmhrViAa0UL+fP6zi8+JJL8fN3uD/+4t2vwkvPOR0POOlJTeYB0+d2+K7sd5faJloHVWqyc21NUfk1WxMz459RfK8EjS3wS84mzE6dEunyMDaGokjKrMQ5XSugFDM0QPtmU9CfNYmosHDYUeV1TZpi6KwOHaO9Tk2htOqXiOmYXPK1S3HHez4Y73zDi3DOc56IBz/sNA3SZmheMzbqmVp9yKRQurn4gtn2qNeT0GTqbtx6cTNnHHZzEqYHJYf5a/cI0jRSufq77XP1vzNjzXzLqeeGihhsd2UZgf3H7ME73/RyzTQ85BFYYtRo/QRcXI+7/D/JwVNDraqS5KUatNciZ+0BTqFKUS0Ocg5wXh9bW1rHcNweYG8P3NIB3+KBLQa+odP9ONNnyMYhAeAlDtKAu3zlLXjbt9wF5377bXDiFX+FJdvEm6DFzJmJXnbM+nS6jzFoKi84YPQW4jZWpI0IlW4UDf0uLWKwFFCwuG6KoJ2ohdchKT0fqadfASATCbKjog1W4wCLyIsIBgkYrPh7NGo3ZwXT0tgWGmhrJxzttaqBo04F22yRl7UMVWon6ExBWLINDX0i8niZRZZWzbLG4bDC4ZxlWBr8ZoTgJ+72y+g3Frj6skuBXF9gJWZ9FtcxgzjrfxpvRVM/QPlMy2lwE6/K9RqpALTmfnYuwNb3FqSCbJEUAy5E2BHNSqREuOLKK/DAkx6Nd73tdXjjy87DlV/8ivLUI1NNVl0JhqWhG02NnBlwlhFaR0efr2rW38jwr8nSbjS5FZFtHB5SBdtKWrxAV2fsKNWebVg8UEQlZZZ1OKLbHFqyEtCRaUe392jl8/bvEpKdrSMtb+2099Nk+zW7WRe4JTS919aONsOMJlMxq0+jjNdmqtz0VhPUmfPQE+kDCqfz5FQ5t9QM5TNRw9sDCJSzcjLN4KHqQjCSZQGpsMcoyYKr1aii36KkmQGwIcbZxN7YmOKSsa8xI3UC6gTiR5BEIA0QGZS/PjlwckiJS7aNiuuwPoiYHYPv/q7vwLd96zfjgjf9CaqLXq9yDSHO+8nqPldv4rrPjrY2dSKoeT0dH20+Qibv5CCFTMZFS8EBfPWSS/Fzd7gf/uLdr8IznvoInPL4s+umeR2izBzYGPvl85leUxkjGc0hECcqCdVBuVZ7NfCN/siIhtSmUaVyQXRK7x3YsmhgI/IiJAYiE1LvtGv3pPvtRNPjbFcsOXDsQEFjoYkTKAQkDOZAJEXX5RCbwMaIjQUxMVHTRkpMSkYZImSMSGNEGgekYUQcgz5CaITfpJBXShJcfPGluMPdHoA/efNL8KLnno4HPfQJSJJFTWdzZn5tmZAKZaLpJCbtZDZ3Kr6+/n8THIc2gtS21QHcyDvtcpjrB3adGFa32v331x/D4bdf83XbbP/+veo0XHkl7nXSI7BMg4VPWydht53U13X9b+oWKojaMBpW35Cx7USWOfAq3rZYqF7D1qbSqO5n4FgHbJFClnoTZCNXLZtmArkGB3GXr74Zb/2mu+Hc438a977yz7AUDdtKCtZ7g4m1Za02AoJGkBCc4lWtSEn1GNSBmNyrhZm6/aiF1j5ZxiGaZSUVDzNf/4+iti17AQDBTDWPhCQjoozoEkHSAj0IGxwRxIEg8NBCaE3P6owhzIr3N5VoFp0Y2SL8yaofY2HWQZNzqxGJgKwIrdF3IEdipgZZvfRSJsRovNQRwFIEUfR5KQkJgp+66y/jHg9/EJ73sFNw8LLLsEHAXuQCTmB/ZlGS7DRoJoGs4LnLxW35uLIpMJnHyISlcsZB1Tn1oRN0YouHMaw+QrDHsP7HMrBZUshazH1QCNdecyVCCJCOMTKwLQleCHuIsDSu7iTZkJfK8mSZgNaujMbMlEClPgLFIcr6LfVc1eFpuXq4PGcIV9bA4HwNzPEjK2DPNnY0xyiVc8zrc80UjaZ5MRyRtUKN54N23O/iAABNNHjde+37NJ24V75LABJOOOFYFUicfH3uUFg/JW6+nh0cNiFFNEJvLRFBQy1ZnAZnkFcCnAd5AjuCs0xCjw4L8tgkjw322IRRrwLYIEIPpRn2cPAlCxLV+RSt+RGQlY+xMS5BnRQhxOS0zioBLA4ODFBnIooMdoTkGOi6IpNFslCii3ED4lixkZ1CMFLUglIBIzpGWmjGgRbbSHEAhW1Qug4pCjA6pNApRbeM1leNM43EXB0NXeQi6WwE/dXf/D0e/NDT8JY3nIO73P2BeO/7PjCJkBIajSSZ94V5n5n3w3UG9pHeshVlf5W5QSZ2EiZb1W/uZn3t/mv1Gxdfcime8rRzcPKD7z0zRLHrdRa0H88dm9nBmS1UtGvN8xUbazmrIAbFzWo6iVRtIdrcHIX04QDHhOgcxJPBsQnJJw3GsoWz2NlsbKE7ZxDh3EXZBFhJihBrys6LKC25apyos6KvocxjKU0zDSXj0Iq6Vds/Ywsu+dpluMNdH4B3v/UleNHznooHPeRUJRuYXNd1TuFu94Mae2G3ti5gv3u7CY7D4X5k1atfH2FYdxrTE1jt/uujFLse09rrMa+RmKXsSFNm+w/swzvf8nJcfsVVCk+SscJ7sAboXIznmdNQvGtbVJgrRIlhOgwWk7UaB/IGXlhsgDb3Av0GcOAEdR5utRc4ZgH5xgh8W9Bo/zFBjfLoNJIfResMRMwpECCNuDru4C5ffj0u/OZ74dxjfh73vuQdWEosfMNazRNVB0DMwixVuVGtFzM1AYMmsSHsvV2Q/VGrTocR5E3cbYhaIB0CKCQIRSCYyFx2cCTd6MntP7Mdwj4AgEdElKVqOaQRI0b0pI7DAowBAZEYDEFPUZGgHK2IlgqGkUXZegp8h8R8rAQRqorBuZ/laI5dtZBhMZawQpmup5GKlpXJyOYwkGA05Oi2iOWeBEsR/MJd74ATH/5AnPHQU/DVj3wUx5te4F4QjgGVZ5+jIraIZweiI61/INRiXo0a1Sg5GocBosrYkYw+NTsOOYpkTBq5sJqMOSM6YGlRXGJgSAa5smjOMSccwFe++EUcSgAlwV4i7BTKWC7UuZ1oJsCD7ZxqYWmSqg4dsigdMi1uLfRlMx5r0Fmvh8/bFdo/QUep6EhkEyDZ/cqsfshGEkkJxOQMhWSIkpUSDSAME5aZI6FVx6oYD1PrvWm7GXTTCOvhfwt18jen7pd/8adx+qkn474PeOy0tqL93XJhaborlBu5CktqncZ6w5vtM9zUWJWsf2b2L0eqQeLI6XPOGBjSlO09NodWuxaX/uZNXb1nIJIDWLMVIoxE+hkA014hC0JQvTbOgR1DOg+xwBOlXuvQyAB7zIrbjgyOHil57Y/MoD6BughxihkXRK2XSB6cvMJfzdFQi5Crg5AzsMW8kXJJRQSved2bAAje9saX4C53fzDe+3f/1Nzb1Zfr+9PajQ6z7ZHa8phu3YC4y1hpt8/XVApEdcVRLvvlOk6Lg21Mfam1s3gyvqZDWZrfzw53o9lQftec8Awn6u2xYUImvQVKhG3NMhVzsgfU8R3JKzSPBJ0wOhAGr+wD1BHYE0IPcJfAXQI5BpED0wIkzpyTBKakVKkkkGBhnKBkA9lxSAmIySGQYHDAQIKlA4ZOH6EjBBFESYghIg4BcRj1MQbEECGxSmRl86fWPut1uviSS/FLd/od/OmFr8CLn/80PPCkJ6jDAdQMAwpKao3T0PSJZj4r2q6lj7T39IY7D/9OxdG7DdxVT6g9hfrXbtteX1uXuZgLlVzP4dqCLwQ8/pSTsL2zg3s9+GFYksGTMgdicwMy5q3uq7Js1CJpVKgSZyciZx2MYqMkjxlgDyIPbG4Ce/cBG1vAcScAG5vACXuBAxugWw6QW24rG9LmttUX5CJkY72QpExHmm8DhHBNWOLOn38NLvyW38K5J/wK7n3Rm7ETYwZg2/rZ4E2zNSpW0EZiJmymTBNdNLwVOW8GpYvZO0IkggYBDiYLERuWNSqur2AcMwD8KGK7yAXF0aL9IgkjxBSNgaUwJOkk5VJWACZlYRCAM4+iXUvXTOJStAwyjEhKVEVbnZBhE0hooSqCYmS2TRqnIVnBpJio22jR9MF+Z4Tg5+56B9z/EQ/EUx/6WHzqw/+CA9QUKRv2v0OlNJ3WKIkZxygRnbYwrzUPMwVs/nYqW0udDxpbrmogGCOTaTrAnIlNKBPStq2d55/3Bjzp6U/EKSc/Btf9v88jsBnahgsfRR0BL1RqY+uv5SSZRZik0sXmO8glu9PcHcohipqJKBAuK3znXPvSBk6bZFzZn81J665bpnpVXn7o4lo4oo6gVpyGufGCZvafGjTlswlbyLp9tP2cmzuTnYafwbmvfDbu/+BT8fZ3/eVqxHQClWLLKKTa5ya8+Q0vfnlIEyDimdOgDkOpb3BUnAZmhiendQzs0JErJANVgNDIBkRrhzLxQNbhHGwgJEcQ9mAwgiSDr6mqtDOnnoTBokGqDI8j5yDeI/U94DyEPUg2NONAvWaxgwPSAhI9JHZaUE0EdkDsA1IXIC6CIqtVlHogRnDs1HEQh5QU5krSNcWxZlAW54tKrUOeB1/z2jfjV3/55/Csp5+C//lTv9641TSDvN0AG6EYGUfPOlOb1BMQTM55lch2lyDq5PO83k/hrHVEVWOycnjlNWdWh1Vet/DK9Q5NPtJavkCWbVA1dfGAeMs+SI7Da+Y7sVEIk8dIHo4YI3dwDIwsGKBOeOe18B+e4JwCNtSJYBB3IHLw5EFCxsqkDzgrs/BWrO9IiQNaiBSJrh9MCE704QWhM/gUKwlHjIQYCDEIYqx1jflZTC29zT7k2ypC+Ooll+MXf/X++LN3vBIvecEZeOBJpyHGWOe1w9pKq/df16RmzrtBDvf6djNmHK5vIM49oul31seSDhdxWtcmS+3uAa3d9t90ZHKC/fv34O/e/wEsw6A1CDyNUBVdjbq6TBbHKtnVUP3lz0rEiornrTR+ijWlbgNwPbB3H+iY44CNPZBjj1PV52M2gH2dWkgyqsE92m8PAowCiamK7pjhLybYjAhcHXdwp0+/Fm//jvvg3P/6azjx/12AZU6Hlchxdh4kB4em6p52AaTUtZmpZ0rJsmHvjwIcMm7mbXMuomHyYmoGwFqeuSO2jV7j/0ECUlqCERBkxFIifBIM4tERYyMKtlhp2xYU4ZDAMlrpcFJOfzP1usxHbVz9KroWzXGQpnZBmv8tWp/1lcRgLY0/a4g0yxVJeYwZ5iIJIyWLqOtnv3yXX8HvPPwBOPUhj8NnP/JReKtr2CAY37xmG/aIMr84tENKsmqDZRl0ZKcCrbGJuEBwqiC5zMS1KdOPihraYgY3jG1GmZbIuDbUv99iLbfxHtgW4F0XnA/PDs96wbNw+kNPwcWfuQhXQ3A5CbYB7BNjw0rAZmKt4U9k/ixhkKTZCxHsmNOQY30dahKSbGyL4V0BFJgKCReVUS8wBzJjg2s2CA2ETKhikDNvQkQpgcLIwAjGkgiHwNgGYTstiqr5EdWqEt4ao+J65vpdF8l2u3kESOfen/3p/4lzX3kW7v/gU/HWt/9FmaNrTKdxwo36cSWj0GQVKmtSFX6rIp2uIbSgCkWlnGlgo4ZkuK6D7xjeO3SO0bEGXDvrzw5ssDmnqupE6G3WcFl0koHADG/K044JAwAkVqfeRCI7y3S5pE4Kk8foGOwYwXuk3iNtdBDf67qTNkHRq9Pge3UiZAuSNKMdUw8hRvRA8COSG0CyRAwodQ4UAcRtxDQaTErnJm6U16XYMgKhBJJGo4HUePuDh/8ubvdjt8Htf/m3zeDhsr63hbzVjm37Wdv3ZkGXtf3uyG01Uj+bZlfWzN0Ct+3neWaVmiSgdrvp+PPe4553vwMuueQytDNzHZ/tzzbXOTsGTcCorvNUnIYM11ZYkQEvHBXsf7I5MRIhsFPHgXs4ZgzOwzlgcALPDEeMzluM06subupg2ikC4gUYDiCvcGAKBbaLYEEgb062E0higyGpppGKKAKjI4wOGL0gdNAHq1MRBQhJEd76EIMvmYOQssCbmDJ1dhhaQWjCxZdcjtv/yn3xnne9Gi8556l4wO8/UZmt5rXmK0XT0jh+rQop1syV19d3VttNcBymabDV1+3fbYpt6qZOZUzye2h8aMxOZjfnodl6raT66gWpUb5WHVpKGPP4E47Dly+/pNKrFEKNGTa/cR4qF3guB+UGC9suMiiLSaH3Y3ON2WkhdL8JHHM8cItvArb2gG75zcBGDzmelKdviwBRxiMsLZa7k2qPTZnu1GBHQQVJlGdTcI1s407/8hpc+L2/hdf/t7vjxI+/AcsUbHJuwpt5sspORKEllMKiqgxM5jT4pBmIfaLOAwQyJuBQAm1bnUMyD2asmQZJAI5IbPb6FrNWB6meMUmw2g/VPnDCGK1QC6IRxIhR6xwgcIgonCaUo4I5kZ/gbLpsC5cLmMvqSmocX4ztxyBN0ihEz0rPQ+M4DCZONpIgSHYiNLr9kMc+BI85+VR85MMfw94CD9JaBk9GUoH8oNUYdzsOSaazQzOE8rFlfpTWIdKW54WK7c+uOTfvJQ0wGfOU1iocNNsuJeAN554LguD0PzoTpz/0FBz83OexbXCipWiyrjcMqwAQ1oWrpMklZ5fqcbcmcDY4c2RHKD9TiVgzUSEOcdPTszR1vV+oI68MyTL1mBxKNDx7MBXgEYwgHoH/nZLJN1ubXLXmvbYd7rPr23fdxa/d5fZ42avfiLe+/S9nhBWoxzBfV/NfpZahKeZs5nBZyTxw87Dvs3HR2/c066DwIHbOMg+mfWK6IWy1Cqpe66zw3upwzKlg6wO97Vfda2XdCvk8DO5HAIIJx0EIiZvjZEZyjOQd0DmId0D0IPZA6kDUAdErx5MJZXFaqJaE10EXGUhjZ2EJr1AlcUg5WismrNXYj038fHVZbzJMJ97zTnjYI5+CT/zrp5tb2zoLU/th+gutIUw3sN8dma06C+vGCZdtaL59yd9iare1tXLzdVem1+h1r3oWvu1bvxm/eKffqXvOQURqB06zn5zFmytNm+0jBaqd08aG0XXKDKKBJUIiRqINRCwQaBOBFxi5x9Jrhmyx8IADfK/fEwbECzoGBk/wDCy8wDmoCrX0IDDG5OGSwAcGcwQ7ZQ7kkOCTgBHBY6qQImZEJCwlYsnA0DGWPWG5cFhuJAydYEwJIwMhEUKMGENECApRSkmQohSnQZJCnySRPXJ5T9ZtSBARXHzJZbj9L/823vMnr8ELn386HvT7T5ze5WKjmT2yxjEotUCto7cSvLnh7WZRjl71Zte9zu1wB3pjjMb1Q+Tr+36bDFDswGmPfQh+9Da3xuOefVbzMybKtjJus9Mwj35VjYfiWLT/5cXFIlJgrXUg54G+BxYL0GKhWYbFQoXeeqfFxmyuqWUVMkOPOgbSWIrGrlQsNCqUYxDgmrjEnT/6Wrz91vfB67/vnjjxXy7AMsVVrATWzM/5eTeKbAsfSwfQwiyuHpl0vNKvFWTBvC8d2U14214FRFJGkZG0+MlJFQcLkRFIGVEW8FYIO8Jr3BCeBjCC4t1NyM1JAEusKc0mYYvGrS7GqyjDhBSnIKd5rZhMUKL9AclqG6oAWibhzTAnIoL3Hp/5zOeKM+OMcnUBYCFktKtV3A2zpWMu5Zi7H4r/TUarh+b7gomfnc/TaGp9Nt4TlaxEdqi8aUuZiaMCcSDsGHyJHeFd552HjghP/qMzceYjT8F1n/s8AoArDfYUBdiMgoUQNtUyRxRR+I8AMZlTJnXaFaqpfGWwUWM+WbYgsWLNCYRRTNtC1NFu2QjbGBHZvSLKDCBqswlpLcvAgoGAbUc4RIRDcDiIDttw2OFNLNPmv1e3//payTK0Y3xuzDVvC83m9wY/Ru37qPuY07mSgJnxnd/xLfjbv/uAGUrZ/ZR6ofM+yk82kdLsDJTDbQylVuwtZ5XY17ncZfKLrBoNffYM7jy478CdvnakDyaFGjEZ/SoInryKK5rQpAPBkytzJzlGYMIGMTaQMIqKKW5TwjYSHBGWxr/RWY2OA2m2ihJGJ0geiAsH6Rjo1DlA9CC3AMLCQrabgCgoMMUOCawwDeoRsASnpdZypQSSQ6BkWjUJGrU13QZJmQQiz2bV8RKxcMCEIQY4ePDQ1Mkrt741YjHtD1gTiFrB+KPpZ0dBk/mL1WOfu0Xrgrvz+PS6b+V2wvHH4W53uT3+y3f8NK644updtp8bBWt+mzAZO+V1oWHVSViYmrglGb21R0KHRD0i9QjcI7gNOOcwdh2cFwy9wLsEZoHrREkbzamFV2FWx0oQQMKQwIik9Rua5U8Q7/ToncLwnKvzbjRHPUAQmBAYCJ4QPBSq5Oraq2aZIKVYC6VzUXSaFkbn6W36njShc8FXL7kMv3bP38e//PO78ZCHPQXDOFSnbHJf59d/t769zmC74ePgZgpLreswbZsvGNNPrt8BmC0QK9uvuwjrjqfZjpqhU2oP9HHaqQ/B/X/z7vilE++HT3/xokaEpAbbp6dfccwZzkQlRaHpiornq8aAOgomdNJptoH27NGsw4EDoK19wDHHArc4ACx6YL+DdAL4EaAAGXeA65aN2RcV+mMVN1LwHl6fRyliPBip1BVcI0vc6YN/jLf/j/vg9d93D9zjQxcgppwSXhPBaQa/ZY2NAYYxCSn1iitENAGhHpBrBeTFxAIs2pFhe1kQ6ChpiQ/mV0gmlZZiREACiyCEDBNw2E6dReszRjnAowdRgscOmEY4JHjEoivA5rxpcCAnU1OJ3me2iUwLmktEEjR7gAwJINZvUmVQilYoF8yQSlJpXzPDEyx+KIaz9ib2tikKV9KMgzoPecLKlTpkBcNAXgAynWkTkc/OA9VJMksIOaoCaZ2pbDuxgmdSfKkIkFgQjVUq2sQ7WFcfTPthCcKG4bEHEN5+3vkAE0557pl49qNOwWUXXYQt0hT0KAq92hCtNqeoRYGjlQkFiKLrqJ1NFDzCVqjKIICSXm/KBd25zoE1wJa0j3ASs6mnudcVfnPocIykWN4dJ1gycNAD1zrCteJwrSywDY9DYS920p7/kDFw49s6g4fWzOHzeaDxJg+7wNU1gNnhVS9+Bm71DcfjZa9+Y+OGysxhqDUok5+eF0kXZ2FdloGsVq0hwiiib1ygGGR/s1Nngh2D2WtUn7RaSKF9teaNRSmdPUnjTBitqzkvkZSO0oGtbikfrtbAZAggmWOboEaUY4Zjw2X7pOJYndJUUvRKtEwLrW/AQtczWiCmXjMOrFltSkmJmSVoUbZkZXhjTxOtyxBhyzzo6zLf5wmtRJGyKGbbLxrncOJv5rtKs/UKa/rVuj53lLR8riRTgzHDsIrDjVlQtNo6hFyJPqGEm9RYzY3PY4/dDwC44qrWaUD9zdLfZDpm5vZCcc4z/7XaD+SU8YgyPT1lXRFS7jBhBOpBtIGR94LdJshvYNn3EO/QbRCiB7CREH3C2CWMC4J3wNLkrBZsVNss8JHACfCDOrldBHwkuOhUP4mBMTA46T5ykDOyOgU7SNhxhEMO2O4E2xvATp+wdBHLkDAkYIiCIQwYw4AQRsQY7BERYzAaVoMupayRlaoorsyiU+v66lqzep0tLWtf1oAMFVjnDXUe/gPz2bt7yDduHzMc/NrrOS8Jne2D6usJuxIBpz3uIbj/b90dv/Qb98MnP/tZFIla1HEw9forLeJ0MTIvRDKTff2oGgQ1VQw2MJ7vgK7TTEN5dMDCQ7zdMTbAhER1AlDVA8ucWzg3qQLGc81DBpdLlSK+Jg640wdei8/+zKPw3zePx79ed4WFh2l67Pm050g1mW9UI6VkYWoZzXkIOlnY5Zk6IkfRXC5WRUuUeYqqQV9KSwRloTSSUiRRGEKCYnoTBbCkglum4jjkH6pPleGnmEATnQex6Hw0LQghw1BSpZWLqNRywbIUdT8y+U09QSlFyK4R+Gz5UVbzC1OHswabmuWdchWQGFRJyvTVagBxYYCybmzHl+xcKOuJWtfummPfsP1ugrBp+90mwVvPPQ8ewGPOOhNnPeYULL/wBewQsCP6gNXxd1bvoxzdWY+hOUeBZRXrVaBS6F0NGmnrOUqNQqb1xOr82ETnJIv/ZXgSW20DAQMTlqz0q6MwRnEIzIgTp/9IabtFw9YNepn1obZ+rP3+PKhU9/dDt/4e/Mov/Qy+94d/BV+77Mqyn3q9a+1CCfxMFOxbJ8GgHa3D0NY6ME/YkybYbeYi+laYlcxpIKfFmmCFBJEVLueaGDJ4UlbDzSQEncGZyJ6T0Raz0QknigaPUsfaNaOQwEikUVM2IbroAOcFqQOkZ3BiIHqw2OSdFhBZANRBaIEIdRxERtXpQUSSDiQjJJGVrilLWaFoFjLKaXMeSgfPXjhbjUO9x7f/uZ/Et/+3/4ovf/nimZ78vC+sa03/oqafHEVrzOHbzHIUrBljbZufe/6eTKad9vu3utXxeMsbXoBX/fGbMY5jExa6MRdxZrdNgiIrojTlWCWZfgPIsrYekTtE1yG6HsF3IM8YHYG8YHDKoESeQB0rKZgzanLWwFdkIIUETspg6JJmOJIREDhnfdTGZ3Jkyu/JHAfVNxpZMHLSZycIlBCQEEQQkj5iEsSUkJpHzjakAkeSgibIf8+vrQC41S1PwJvf8EK86jVvxjCO0/vXOoHrcghrb9X8dw7Xb1bbzeA43Ngfn57Fqg+wm9cjq18AZt73uojUrJNPPrJhYrQmpz3+ZNz/PnfHL93zfvjkRZ8x6lXr89IOznZfUpmWCpZZyYgJrJYyurqfjOVzBOo9sHDApge2vGYVDuxXmNJxtwD27FdGpX2dKh/60bTSdiDjEqAdCLJwG1UzLls3FRxvGQflEaaYSvWsGACfBLhmOWJIUcV/Immmor1+lAw+Yfs3+EG55KXIyQoE2b6zYNAe8yK2zFTcYC3kTpZ9iIbxO9JsncO1uARgxjlbJoCqPkEy4zEIYRQHEgcnW1DCuAA2qTUHD8YOCCM87aj6asMtXdOW61yHSuEpRqErUDo4WPZAcqE02aRV9qIwHKBChsj6gjOvhSnBk2CDBFum3bCPNCq/BcaGqE6DKxFzNrgBJqjaLDSUmWJavD6bGF6ul2BT485R0qwQ2kMzAhGEgbQWQdmQGsei8YujQZQCgA0SbBBhxwq8ryPBu887FyDBo551Jp7/+Mfiq1/8AnZIMeQbICw94ZhI4KjFqkhGaWny3STZ8XFgOFOZrrUeIg3drQUsdjIkigkLEYVViWYfnMHUsq+vWSITMyJgxylM6VoPXNERlkS41DOudg5XiccVcYElPA5Sjx3XHYGDKffhwzk1lc63fQtt8GW+/S5ve+9xzbXX4WuXXtYUPTcbZGOpcdJAzmrkyOhv29oG1OLn1inIcx8xiF2FLTmn2WRnxTdOsw0KW1K2NSIPch2Ie4AzP5nN48m0F1LNNPSW+etYC0GZCcIOiRQO2VHEKGK57qqfMkBrrrwxXrIHRmZ0jjE4RmJS4iTHCteIDEo5c94p3tT404QYwbGtOoxxdODogbiJEAMkss0/Eb44z9mZVf0SMchvzrZpBCk7DTqj/ciP/ADecO7z8XsPfiw+9vF/be5300cKjj7PYlM2raoufn398mhojfOTbY+1kTZqhtDcAbf7Yd/LgpzTOgRfnNfXvPxZeP8HPooHP/T0yVHUMJGUezZ18PNPNmgOyzKUv3Ntg9dIlBi0T8AGbdMamQhGsDEy+g1wpxkHXnSInuB6IPgEdBGxTwhdQtxw8AYh8kyI7K2OiOHDCBcjeh7AidBFhhuVHtlJAjugD07FRgdfdKyyM3AIgqUTHPIJ2z5hxwl2MGJHEpYjMIxij4hxTJZlUDRCTFHpXaU6C7meIatIV9+h2pwvecEZuPSyK/Dgh5xWjbrSB+pdkcn4aO2G+Ty5EgW/Ue0mOg4r4eYb7rmUfieTt1ZPY/d35788iSqs20eLjZ0Fs37stj+Ikx94H/zUHX8Dn/z8Z2x2bYJShWy+PcU29Ua10NmgCxWq1OmmXAeMOhC9Crr1nWYVNnrQnr2aZdi7Tx9bm8CmswFmYmtpqUXRMlZkuhXHTaI4qcKRkAQSG9hQtE5VNBRmt3MCVcoFuTMF1uw8zHC/mkmBqkGSAJ4gCwIFe46SqUNKCFuQQ8lHUUtBn8tYNYO+MgqaX5ujbA5RepD0IHRgg5g5DNCkLMA0gKiKhwHzYLSg/T8vENlhgC0KycaVUCoqxJmvpHUcRKZScjkD8LM/9eMYxxHL5Y4K1xlMqQdhYUrRBqwwbnk1pHV/VPD6ufeQ5fbY/s5DQbGsBodqHIfMR1CYu2xfzoB5JAq9yl0vF1cLpn4zN1qDiQU7VjCdfem3nPd6JAAPedoz8dzTHoerv/RF7HOETajz0JmhtggG8bCCaZr8cwZAM0VoycrQZvxLNMhXds5g3DiCxFqbIUa8y7aQt8nCYNmGkTTTsMOEQ06wQ8B1jnCtI1yXHLbFYSkeS+cQ5AijY11ZFm5ohCvPM7t9nq1/WTPP101osv2aQJM9l4grzZjvyjzPk0zDhNwiZ4+JjX61DaBkR8MVeBEhF007EDutjzDHQaz35JJnNhpWR6x+CCd4K6AGKRe9sxHAJJVBG4TRxp/y32vfGi17IjbRRNIgQYYNZiFSyqmuaMW35r8xJ9ONsQojSYVhW2u0BEkSWKJKdUlqMj0yzTyizeKh3J+rrroGBw9t4zu/49um93pdH1lrGOV3G2KGo8VHWNvmwcsbGqSVski0uPnVr6/u71a3PB7P/sOXKZPPbJt6z/Ja0xSrl0BiA7ecOwyMptYxw8/MVslFw3AQckjcITqP6B2CJ3V8vcLqhh4Qx2Cvz8klgB06VtvCO4J0qr7OxFrrkAgBES4BIWotlGMlJGEHhGTbjs7ohR2CRMQo2E7AkoEdeyxJsBTN+g5BMARgDAkhJsT8sAyHFObDzKaUA4OY9NEWUQAAz37uy/DWC16E3/6tu+JVr3nTLrZ3+fLMWdytX9zYzFFtN4Ny9G7OA2YHPRvcpd9e38Gvy1BML+okirRm65VB0l5T68j79m/hy1+9BJ/87GfUqDWS68mCU6IcDdsGNfvJDgRsxQdXR8IZfs8TaNNE3/ZsapZhb68Uq4se2H+MOQ571GlYdFlhyhyFZJifESKhmUy8HauvGKEcajYBOIoBEklp8lJqkjXZ8rR9tRW3zV2qXlRzT+becS5TYM3kCBtUSQgyEmhhUCVf8u6VXsbdgLnwCGqULJpVOPYVq0gSjCEhFzcHiIzKOiVjga5RNh7FWTwxGMY/2SO2N2PFacgGZlkXGixrkumWpS5i9kjNfvMw+fmf+XE86+mn4jGPOR3b1x3EpjkNC7LCaJDVOGgEM7O9KJ7aivEbTQf9/VTHikW6KHOYMspJTGMgUqL6aLoJNVoUmTFmVdjGxOfsvS0og8WCVFLEWT1CgODd570eHQOPeMoz8PzTTsVVF38Z2wC8U+ekI8Iez/CmUprhhz18JtTVyhTJdRaVtSpleFGBienxLs1I8wLAsxXGQ3UkkCyLQuosmLjfQVLdiauIcBWAHTCulh7XRo+D0mM79RjEY4RDOBIHUjuVr42GHuYLpX6q6SErDEnT/fyvH/9hHDq0PZvDqXYYK5ZeDQLxLNPQwJKa4ucKSTJHgQxySqZIawXSxGrIKETJN7v3lnFQp4E41xTkiJWKZzJpRq8TLnStC0YxhJi4OJmOCAFJyQ2sLkLsu+qg6HuJRR0PY2lKDEQ2yGUScCBQYGBgyMhAtIJl0+wJHBAZIBrBGEEyIqURSAHRHikGcBr1gQBGVKEtBKVezerolDOURTcdgoT/9+nP4Rd/5T746z8/H3/1N/8X//CPH161KTLMxrKpKCELW79yxiF7PGvtjSNwrKxt6wy+w4+Bw9tn0++sDE8AF19yGU68x6/iL//q7yEp1Xm6CWKtRLioJs2q0yxNlq46D9Q6D3k/lmlDVIgSkTOYkkf0bI4DwXVkjgNBnIC9Pkcbe8FqSL0npIUrjrbjCE5ABweXCF0EHCewI3iK4KCZbUcMNzAoOkhMCCkhEmEnEganAZwlqfMwiDLzDQEYgiCMCSE7D8amlKQ6D0qzXuHNuZ5B1t0uEvzd+/4Jrz//QjzpCQ/Fq17zxrrRhP2q5uvq3Lrurs77Ct3oMXAzQpXWHeA8m1A7+/QwabaIrA6Kxs+t77SR/zW/vvpHExVvDX4HHH/LW+jxlUh4/u4sRZ4xse1+bCHQZ3MUyAD8ORLVsc72HQF7GfAMOmavCrzt2wSO3QNs9MAtjtUMxL5jVPTNJaBLWqsvgzkLO8YZYwU1YGW9EAfIwpLUDXI9DlYPQaAUjZamKcKxa7rfL9Czg7QA/fa+MmykpwlUSZoJg1rsYpGNNy77aKDzpIdJnbFAeVvI0y5z2hHaKOSMg5TULxCQihJ3zKy1mgEQr/F6oVz2a5H6rmj/MrRAiigCFKvz0BadGySqvtcyxJhoWqY/pZxfqJOD5PqHyl5ddvOTP/bDOPsZj8ejTj0D//g378V+67KbzNhDwF5h7AVjyyLyvTG0eORC7jaWmKlI63GrqBaV4GzKfcNOro26ZKG0XOvRW/cY7RyiZFqA6qDU74tBnrTGpCNgi5SJiBi4joErIAjEGERw4etfjwDgIU95Op771CfgS1/+EnYYuIYEi0A4VhhdZHTUwcPDw4GxgU7VGJQ1SwQUR2WLkYRomYbQUOSOZuhEEuyQZnJGo9DsxaFHgEhCSMqgpboRCki8mhhLAq4E41IwdoTxtbiBa6nDwbSBa+MmRnhsk8eSZvPWf3rb7XgOE/3Kc7tgRlA7L8Kc74/woN+9Fx77Bw/AHe/+oOnCWKArOZPQZBSqVztzJNoMhNT5nlyTbXAm8MZTx4E1SETe6Zxv0CbKzvNkfDSJCSujV3EqV+oEHIkRFRA86zPZvU7Q8TUSAdTZtjo3ZYYxISk0rksWEKuzkcgoU83TpSwWYuxKiB4iXVHxDTJatmEAkj5i2gbiNlLYQRwHSAhwY0IMCRQjKAVQCiqsNVG7asmi670hCD7+if+Hi77wJRw45ph6f4qxVKMF1bZoLNBMlzvtULN+N3//SG4zGNa64568JZO3ZOXzdguauQ66Ztzndx+Dv/iTV+PFf/QUPPDkJ9R5Hc3a0+63dRo6qa8zAs8ZZK/LStE5gEilJlQCF7iSuB7JLRBZhQhDYlU0lw4QRhQVVAzeIXmH0QO9B5IX+A4IPcN7Ruc9jK8MzgewCHrfaXF0IrhRqVedF3BgdDyCncBHNjV1rSFKIWInJAyccNATDjnCNhMOCmOIwM4IDAMUshQSxqQOR0ix1jqIEm2I0IRhSa8kF1uiMosJHnbyfXHPu98Rd7jT/euFbm7otFp3NyNKZmMstxtXGI2bD6p0+LbOdj/8/nbxjOY8qNS+uAHHQus7+O1u+0N43jOfiMc9/azpNWypBia7oWZ/jQI0UaNgNfu9LKvuWFWpOmdQJaVdxYY9Fr06Dp2rMB6KgEQtRMv6wRKbaAoa0LjTB6QalKnBPTQ0rW1WYb9f4O0/fk/8zaUX4d+uvaK5JS08qf175SZU5y9vmhMuuWU8o5P64MamcGsYq47gluteBM0iWBbCGgFTpoQcax6t9BkGScimdnXCctSNpDoMU8e7bY3D3a6lbdeddWOROvGn2Rd+/qf/J970tnfjz/9KnYaZf138wRJAkpY1msro0N9t+kZjhBXnsjmDrDkxiTmaM9Qi4VBgThm+REprSphAWvJVybIsvhE62jCegA0ibJjSqRPgzee9HkSER5x2Bs5+yhOw/eWvqCgcKStTYEJkRs8eIg6BVONX6THJKGMFnKLVWLRZB7FibrtSlGxYksLgSx9gJFGGnCTAEoKlGPUqMZYg7ICxIw5LYgzSYZAOo3QI0iHCIZozc2S11WDS7k1W+84N+q52lAf+zj3w1Cc+FL/yaw/C+z/40ZUw1foFiabzdUuxPctCTN/TiKg6ETUDAYMqkWVec8YhR1zz+C9jJvswGQpEWWEcIFHHgQRgNg4vtmyfFUeDrJ+x7kvYyqFJMFq900iqLg4IRluvojkuKbPiZbrxAnW1AFhSYy6J6pkwIgIigozqRMgInwZIGhCiYshjSOAoSs8aEygZZMkCVmRzJpV5bz7DtQHF+U1bF0GfGtQF4LhSA9kWk944g+nIb/marRkrNL+WhzMwdT8XX3IZ7nbPk/Dxf/4TnPyIJ2McC4Hu6rdpNukWR8GeTcmZcs2Pn8GW0Ngp0ZwHUqiSJIcUHWLSwv2Y2JgfVcMGRGB2BfbEnJBYVdEDMxJ7hKy6zk6DOyRwkhATFaZDJ+qsx+DAUSyrwZAOiF1EJMESjIFgzHZaazYmYEiEMWpMNsRcHC0GU2ozDlVYt9Q45D45t/0FeNhJ98XjHvNg3OHO98M/f+jjswve3rXrU5Oe36zD/X34djPqOMw9+3oCLd75hu1tNRogOa3cvE8r35xZnWVBaIqJuEaN4AS3u+1tcOF5L8Xjn3k2XvnmN5rUpnb0jPNsnQgqqYUm6GVBJhgciQQtpY5+ryOFHfUe2NoEdR7YdwDYswUc2AM6fh+w6CDH7tW6h85pwZCMgGxrnDUdNAdiqX/n1UZIaTHEJBJlkRn5jfh91GMZWy2HbOox9rsOb/+Je+Ly4RBO/Pu3IcbM/5jV3fKNaSjCytV3zeXOqWFNsRf6nTwiEiALAQUAvSi1bC/AwjIcM3aAI711VpSRTFcgMxflQieIRtcEI4SWli4fQOSNZipz7S9BGAHsgKD3lmSEYcosSi+VrZAqmmHFKzADWrJggkX42+RRzQrUMut2Pd1ZLs0Gk0IN60k0yonMsCQNIrwZE6LGjjTjmBlNtNbS3Kz1AolUbTMZy9DY6Ck4UShPDzEDKlOX1hoQzrhaO4GWE0CsBkMs+LVhqtecgKW9JgK2ReEgnAjvOvc8AIRHPvEMnHX6afjSl7+CRWJcTR06dthyW9iSTXTosZ/2o0eHDSJsEsAS0cWDYBkgSdXEkwh2kDBC2T0Gu4/EAnJK/XeoU+YOjwAHhxQjhpGQUsR2BLaTYAThKjgswbhGPK6UDoM4XJn24ZAssJQFduIeBFvUMu/GkdNma8ThYkQTA7BVLMk9jqeOOqoj+su3/ymccdrDccdffzDe/4GPTINLhcxhfc0ElbUi123ljBkXx4CspkBJ3r06DewNrpQjq65K1lqEFd5Sdz6pIq4jwHndNltZxPo90u+Ts2mU1XFwAhBFg9nluuuMIxc4Fiy8Q3IAE6MjQQ+BCKOz8eyJ0JM6Mb0d1tJ5RHaQ2ClcitRRqExh0aCxWiMRnGCgEYECIEtQWoLDgLg8BFruIC1HxGWEDAk+aMbBpQSOESkmUDThUBGQxFlB83R92dzcxIED+w1jP8s0NE5FlY1t3Y+5QyHTtyefHQWNeHbsh9M2qcGgnIGu46WNntbvyOR61e2uvPLa5jdlctX1Z6QeAhmCwJEVwU0dBMqBw04UN9oTaMFAz8WWkWAEG4lVvUR6ROog0oG4g6QOKXmIV+FURIZzjKA2PjwnBOfgHGPZLeBY6UicURE7XoDhsaBQA2LqDsDLAGaHbgS4H+E2kqI8TKE9jcD20GNEwkEXsNMTlm7EoaD1DdtDxDBG7IQRY4wYkxZVp9Qw5SdUbQdJ1VxoblGe3k6856/isY9+EO5w5/vjnz/0sZX1XtbNqYfvRLv8vYuzuUu7GWocMBvMh3vvhrXdvjl3T9ZvOdtq7s80D3UaXobHP/MsvPy8C2pBNLcBr2w4N4OtRE+zX9JAlngm75qHVy6Wc14ZNHwH+AWoWwD9Aug3gIUHLXoV4TExFO1lwYzQ0ESv0/RApXEK8u9SzTJI+VyaYwP2+x5v/6m74/LlNk78h7dhmdL6ziTrvNnZdZ5F7koErfUxJoVRTVpTjr6Mg0PNBmSKUGpZEhCNsjU1UVTNOKhzVzRdbZvBHIhgECWDouVJvylEL1C5trV/ZvhPUTKeTkr5yKWwKs2XZCkRSzJKVJeLfyEKsSiB4br4UhMspvorU0fbDDIhMiirCqYRdPyQMUB5IaRkRj0EXqqDQwZFatkyC3uURfv13MnulWYaxNYtA5lhCeAQgGtFAYA7AN7wuvMwJuBRpz8VT3nSk/C1L1yCJTl08NjHCyzdFnr0AO1HjwVGYz1iBHScwMmoBKMuDJn5KRq7kgAQq/9hD3CvjgObAZQSYxAgRodtCA4KMIJwNTx2hHEdelydFhjhcTDuw07awCALDGkPIghBY8H/Hl3+JrTDrQVrDL0ZRaSs5g3qh037nu/+TvzZX/wd/vGfPtLUqM1rs5oJiuo4aTpuGa9tny2QJIMoteJvNZuQC6Bdk3ngEnEVpupMFKiTOh/CTp0KUx0vKgbkiuqy1hIZGJCMfMIcB8m7YkLHteZ0SFTmKLGMxFiyFDq+YxFZVA0gLuM/mVZDRMKA6JSKEjyAKKBPA2IcEMcBfhyRxhFuHMEhgo3Bj1MyUTgBpWmmodyNNQRBm5sbePP5L8DnL/oS3vu+D9yASHnbGdZts64HHUWOw2GPc270z7+2zuFa9/3m8wIJq7ZPdTFm9Z8TgpQmJV3W/Iy4mL6njjbV4ug84CTnlRkiDsmQFCl6EDtVcbYlMkTW2s1E6pAmAieHZDA7JxqkciA7pE41RcAlG82ogq0uMaKonhJzV1ifglcR0J3IGEm0xoGBJREGUe2gMVOxSkI0yGqux0umsTQlMqlrcU2EVQ/ix277Q3jFqy8wp2G3+z4fF+v6wm5jo135/0Mch+tr05OQpvNN/aTVg5X5X9Ruve671zPw28nf1DZv92ON03DBBROWH2qL45Klp7OmQVtQlzu7Z0vBOc0UiAO4B8SBxMpJ3QbAe6y09BaA9AAfAHhTnYY9e4ANBvY7kIdlFQIQlpBhGxqmt1oFw4mCGthRGPW9NFR3VaDORtA0scS2joDNabibOQ3vwLJg76kaqiWiN1N6djZRuCxil2wy0IiDskaRRhJgIyRPHNzUkXgLe2X2haNIyKEjzTiosabwEItp1AIl0poFKZRR6hjUal6jDJQEwrKh121qG2h1UE+m/vyCUSd7qR+WAuqmAEvMyhbL8lD1c+tKng2UrGCcfdQGAZehN1nkqawhDayQjYa1oOkKhpvsde7GZIJ1ejDB6EgzX5hA6UszR1NenzI6sOS+7LdLV20CX7k7ewB7AOyz9/fbnXECHBLgreeeDyLGaU9+Mk5//Bm44vNXwYEh4hFkgZ42kLAPPTawaerUjBE9BU2ZY2mmkXJ7Z22NMbMrsT40uKzPOaIdQ8IyqqbHtqgydADjGuqxhMMhdNimDQRxWMpeDLLAKB2idCrVogohN29nv8nt+ubqecBiGvVc6zZkA3/+S9KuETxzCNB6sOXvlZw4ycRpoGzkc9fAkrKz0DgI7M2JaJ0GX40on+o86CxzQR2EPYQ7JKNGLdqdIIhooZj2ZzYChZzdTZqZtKAVWcDJmViVN4hdHmMwx2IoVzTptqTGDiV1FFgiSCKYk9Zb8YhAEdFpQpx4B44CUhwQxyXSMKBfLpGWS7hhKJhxDgIqNQ5ZLV0qXAk2F60JRP7miXfGLW95PP7Xz94TO9vLyb0p28nsXk762rpGtWtNOsVR0DIEefJY2ai+X+wmno2pNY3m169ud+sf+C6M44iUphpYUiKDlSSkFkVTJT8xXQWwCd0yaX2jKohamoDKuMkZPp3tPRKMNCAtEMOGVq6JBzoT1hyUClucIIooU5LbgEseHS+0VsEpYx0zwTmFI6nYqmbDXOzAsUc3LMFhVI3d6C2L6IAFKfyII3ZEwzLbTrD0wMDAtjBCBHYiEJPCA4M9igMhSQXfJDVaDuYwNPDhglwSYLkc8L3f8/+B2SGlcJh7jsZ+mjsSTdRupfparr9vrGk3m+OwPhawW4SakHVqD+dATPdDs792W4ho97ftkTMNTzjzbLz8vDcAvaWZuWHPyOB8tvQgNyqXtj/KjkPm6nasi4Gx5Gi9gZJYgjdA2APQJgjHKlSF9gNuE+h6yGJTJXk3TXUqZDakAeBBHQCMGsFOqcKgyCptrBAXMk5J8iWpSJxoilhSdsQYp37v/8ShEHHi378bS0GDf8nnGZvoW54YGgaEFvjO1SkrtLNeWQ8oZ0Gy0zBjVsgMVjpajp6JfBMDABiLDRuTjbPYfCqUirmcF4gKWUK0iIqrMCKiAldSeFJ2IKSoRRPNFoUmSDoxokqKAZMJozgLqZ2cLN6R8fmseHxwKvhssroEIiq6EMnyImOhXuUS+WepEVFA4Dk7DoqpFmOGETPYghlIo7rGEMsEwFiRRhO/2iTBIjOnSBa7UiOLoAnDCNEMhuHEOyJ4RcZhwy7HptR9OxHskB7DAsCVIjgU9S6c/+o3YBkITzrjCTjl0X+IL150GTaxiQXtQyd7sA+3REd7sCmMTWI4DOjZw+EgyO2AcLAWvmXnQaJqffiI5AXoErCRAC9IPEJcQAwKb4pBsEMeO1FrFw5iAyM8lrTANjYQ4bCNTXUaEjBErbMISQuzj97GNfABmc3lUo2/MonkVgtsdatC6zKhaxUjEG4DSmJKzFOht4Y7u802cFaFtiyyZZIVruQbh8GBvBFhZEa9TjuqLBjoHdAzpPcQ75GswDMyI1CHHG6IhcMia4fY4OWm9qJgynMGgss0vQkdfzCInDNtk85ogZekdQsxWpBMSKFFKcIlhSmBxI5Ls2YUBwxpRFwOiDsD5NCA5aEl0qElhu0leLkEj0tQWIKi8uBTiuqYNPNNiWoU9fkczBBsbPT43Oe/hIMHD86CSquF9jJ5NZkU10fYi520Lvp+pLZ2TO923PP359difSORwsrX2lA/+eM/jAte91yc/IinIMQwX3CabJwUal/KQdXWpmqE3qgoiVKxmyjbTgbTA7Uwvsq2J6IwH4pANFOHdkRBGCJInpC8Qu2id0iBwI4QvdU2sIPzSaGhfgQnwEWAhwA3eIxLAQfAj6ZjkkzhHB4BCYkISw4YIdjhgAGCMSUMKSGmhDGpVkMQ09sFZTb8IhGbpNLNTuoc8gk2vfnsP3wF/uJPXoOXnnMGHvD7pyJJmlx/msx4bR+Y3X/B2gDk+r5y/e3rdhymPzE/mN2cgPXZBZq9X/GKX89RrVtoqqF1ux+7DS48/6V4/NPPwsvfcIFmGOYdPFNboMk0ZLaJvPOJZ826QDivKqDwCowQD5ItABsg3gfiAwDtAeEbDN++D8AGhB1o0QGLCNncBrqg3F4hAlEx7oImMpwtt/YUo6lHp4BJaDc1jkZbFE3Avm6B9136FYUnTaBYtnCXZ+iiXJyqhkLNCp4LvWrG81oakrzlwYMZfKkFoVP9PT66nAYAcHYTElUTpUZ6q2OQa00qTVpsCEVRnDXl36kq1FMmmbXTwdRHmH+I1UwfjFlluj+9N7f9wVvj7ne8Ax795DOarMOsTrWpqc/TUMpwqGLU5MxcKjZeNsqYslpya9ZNC6ylmIDqegXLNkTL7pAZ/GiyDgXx1jg3LqtbG9QpJ8yyj9qTOhMQFYjbBHAIhM7KgUiA1/7xGyHi8cxnPwKPetQ5uPiiEQmMQA4OHTr0SGAkUX79kfqiy6HUmophBQiJEmIK6jgQQygBnCAcARYkl5CcIIhg6TQtvqQOO9QhisMSC4zoMKDHgIXSwEqPKB6xFN+l4qgcmW0WEZN23pkvYrL6lcnnmO7rsNPHbgskNeNvBr2jJgpSCqHbQmk3e7QMSyYGRxZJzUGTPD961kimPUvzADGEuaJKhZssYb5WacLqVx2HLAxV1ypHYgn1BM9aa9Obw59pf7P+iEoCKSyQkeCNFlpMyDJvExGAFNGNEd2YEMYEN0bLNERQDEAIyuKXakH0nMkvO0OT7mHtb9/7fjzxcQ/Bfe/z63j1H7+p2aB1HGbWw2H7ym7tSB0r8zZXSJ1ft9l5rDCPrcvK1ADs1HnQ9twzH4enPetFeGW5/lgzVm20No54fZ7aVFXLigpaQbNk2Qn3SreYnQeqGcPCASiG+wk2ZndE46pRIJ6RPEOCA3tGGtkcBwG7DuQ6uC6BXULoFdrkRqfwutHBLUdwTHCj0W6LMosJlAlPHYcRAQlL1mDXmASDqUSHFBGTUrBGAaIQcnWOGLuiMinNh0IqWYb2Hl18ydfwpKf+Ic577fNw1nNfik9+6jM1cNJk+KcrehtUv6GO8X94xmF+sFhzoIfPJlQN3NXOuLqH1mSaZx2aImhgirsD8G3f+s3qNDytqWnImDueRsTJWYbBMg4FvpTXpxxRZ4A6B/QORDmz0AG0R+Wy5BgAm6DuAMidAPA+kHwbgC2oDu+GAus2ErA1APsuK+pXstQojexk58EmWuM4hlSvFcnw8DIYZCkzYiQgxsbS4yb6li9lk46h5jlbWPljs7wo40Nc1beDibGQY81l+wRaELBISj6fR0/MkP5aO1LqQo4uvwH7LOOwhHLnk3lRqgEsEOIi7gJKjQRaTh1nHHrux0kZtEzHIffxUrRWmEjaCaYVM2zHmelWy/ReF38NmbJVZ6vb/uD34/XPeTae+oIX4M/+7q/h+kxXTxbQJOMVoOIERWNnh5CyXZDhSy3bkCFO3Aja5empF80iRKhDGwjmVCjd41JUE2KUmrshaGraA+jN8SiIOcOoJjF2GUPGLSBwAiyIsMi9vKG7ExAWENwiUwkL4yoi9ALsiOCQCF77x29CkA5nnXUyHv4Hr8IXLtqBI4dDdNCKTT167sAS0DODqbe0uEXDWceiSESiEYKExAOEgt3zAFBS3K5zyqbUWa7K9xh5gZgchrSBKB6j9BhkA0kIQ/KI4pAkIMiIJBFJBuXUP+Jba/yvixK3XVeaSYiqw9HWLkh1QSu3V6rbF0NqDa1ldgrQFEWjZUzKkf1cq+YA1zXF0b6KvmVDyHVFuyfj5aRzQMe2ZvTAgkEbXpn2vAO8KjMLG5OMqOCgyawVUjw9pnx9fM02uOYU7eJ5qMG2wQmJlY1vEDaV+2R8MmQaI+oo9IjwiOhJ4ZMihCElBCF0iUES4WLCsBMRDyWkQ4L+UEQ8NMLvLME7A3gYFSYbk8KUUgBJsOy4FkiTZeTIVO/zrSYBPvKRT+Ku93gQ3v7ml+LDH/k4PvThj68Yy8VyaARtVqyNw5ojR4vTkFvrOM0tpGYsTIqlabK1bpH3kZo9tBT32vpFj49+7JNrjNHUmAsyc16nz5mFrLCRMU9QGrnup9hYjdOu9YAektSQTzlIqt4rktM1lT0j9R7OdWDfIXabYOcRNjqwI3APsNfP2AUQJ7iuV6hrIPBIoCBwYw+KAg7erogJqKaEEFWPYUiqZj0SYxRGSIxxjEijYAyqEB1SRJRo87E00CRpEgs547AuYaA34bY/+oN4yTlPwwNPejw++anPTu8pyYRfcLW1c1zL/DjvOze+3UxQpZs6+LJH2Z4O3YCTnHvU69IwdQH6zu/4Nnz14q/h5a+1moaJZ1y/Uun2LMvQendUBxdxxaqS0wWEFLynTgR6q3HYALkNEG8CvAmiLU0gywIQ01ygpFEk1mhTHjvFps/au7mTSY3WaMe2DVNm9cmRfakl+zJzactELdNZZb6GT/yKfM3aYqi2/kGqI0bNYp1p/lLzKKRTdcE+mubxLeOuYQgOorPp1CEK2+ts3CiwR8dt1j5u4uqUoWfVYRCkCk3K9yxPMpgNjWkAYsIqUinaalQV5TLrDbjtD3w/zj/7bDz5hS/Aue+8EBudbZ0DqAX0kTNZ2jGzTF2SLPxW+4x2EzanQVZg5gxVl81l/k70BxMJAlRQJ1+NsVCqmtNh9Kfa7aRmFprITq6dWDT+bZ9/vS28FUFPwH6rpwhI2G9Fc1dlpWoRvPQ1b0MgxlnPui/ucM9zQMljm7fBys+BLinjTScMRqcpce7sN5zxc0ckGgyy5rVUmrQoXp0JQnS6OI5Or2vkBSItkMghyIZlFzoEWah+hNj1F40CCwKSCQ4emW2dsTN3EG5IWw1YFXavdT/XBJQmom/F0citgWsWITau2jzlb6dzvek2UJttyExMWSSu1DfAoEtOH50+pO/UYXAeyXeqqUCElDySMGK0GgQCksSGJadZw4qhNg2WqW3BClHyBMcERwkuZYE4QspK6JSDBEBvsoadaG0CEsASNOtAXIyofpkwLkeE5QC/HOCGETwM4DCCwljhSamuQdQEQKYLQsuHpu197/sAPvu5L+JW33D8itIASonuunW/6RsrMc2jLEK1tn1957A6uqYrBtZez/bbsrpN65e3DsQ8A4GZzZWh3q2t0EaYmvEpOVCQgRXG9sKJkJZaHI1k2buguiPJdRB4dRwSgbsOFD3YWeY7sPrYQUCBwZEQR4UnUaxjXszGilGQkmBMOhaDKJtiSKQZhiiTzG8SmWAHitk2UYqeBvXm9+A3f+POOO+Cd+BVr3nzYe7P/L25Abf73f9629ftOKxSnuVGu7yet/Ueksz+rkWWtOu3Dt+ahYmsAGXC7jPttIWSjy3GqVWLzXxj2zgCFhZh31go1Ig3QbwXhB6EY8xxuAVI9oD4OBB/o37uTgB4Qw2wqBGl3IkSd4ALSI4hTp0TMWVQxeZKwalrdaqx0OSIfsq6AaSRHYixMTXdtEBLpToWOQjHGnlVykypXyCpuN6iwWDPXkAZr+2ztWbXCGyq1aQCdEtSIPtodRzRAIDI0bwbfYP/09oiQ5UkoqOABEGAqlMm0YVYnYVUaEOoFSWS3KepiRpk81f3XaFG8yzRrFAtTx8r80qd6PPkWw0P4Md+8NY4/9nPxukvPAevfcfb4QpVkWmPWGSfCpzB2JSyOnQWfasewZqMejt2q/NT7R09fg+BF83M+Ik5odGSqqct5pRltLoWT/tyzWz/kkk7pBBLlv5vGYoM0fAAOhF0IHQwaAcEToFIACLeeOFf4oH3/VWAAqLsYMQhO90RCSMICRE7mocRsVoPO3cRdRzEsgxiWiwpQqKO00gWVY4wCj9CkmAlfFF1xSVBZQE7iCgDU4YmadFdMv6mI41Vabe2Lji0boFrg0TzbMT883Y/7SI6hzPlOb55k9rsA684Dy1sqbIrNetHWzhtWYFcKjHBc2fnwTug6yDZcXB9LYymDiKMZJof6jhofWCipMX6tl6V3+Cs0E71EmT0VKcZRCaGi1AHIqObsoORGcyQ4CWhkwhO2VobjfnLYYiCGATdIOiGgDAM8IMyKlEI6jTEULQbsugbNWYDtetPMa1WnYfJzRbMaLubOglkiORhTKS1HxwtjkSu59ltfMh0jJRJOTXBIqw533Zs1GvvvcfePVur96MEETNkmWp0JjNRuDyO6upRnAWeaTi0HsdEN6QZ01m1moAkqfjNwgyRHuQcpFOxOHILOL8AOQ8XvJZLjAB7B3IMdjouXacgWDaqYIoJPAZQGs12UlIAwQCRHcRxGykGhKAceSFGRAlIMiJEFXiLlvWOmBVEGyWr2nqktapWJI0MQyx3rtZqHXvgGHz+oi/ZJ7zmzs/Hyg2xv2V1Lt1FJWq39u8iAHfj/Jx5h78x38XqBVgnUEbA/n178MTHnowPffQTE692QmtJ00dBXgtN36MGzpRVQa2+gbgHqAfRAkAPTguQbIBoE0QbCmWi3jISNYqsxlQuBKo0gEI5IlYHUVYJlBz9TdCoUNUeqzUNkzfXXWP78Ra83hqhmFNpNg9GZR9hmYLNuY3qzoJKcUq2X+N96xb/I7cdEIUqdeRwCAQHB6GAgK4xtck40AOIol1esmiGFEM6wyRaGlTdVKolLo1nYFj2fBH1fjUObqZ8K4IzVIXqDKJ021t/nzoNLzoHf/wnF6rWCFEhjWFiNTRA8MLw9uwSw2VssjAkaYEyi0UvC5tm/ifT8VmUJNT8V39TTJNBqwMSKX3eCKW7QwF2KYykkwRnjEveDPMsQI7JiGkd5nZxVBvLW+ZsQ4CRgD1I2GfZjE0Cesp8WAzBDgBgoKsR4C3ptqEZBiz0rqZoMC3NRWgwwtmCGCEyqOMQdyBpMChb0BqHLkK6BEmCOBoWNo5I2IGAEWVp1IR7kBKpW5M6iDh1SpJmGiTtIMn2f9g4uGFtt3FNzRx0OIehNQdXF74ceT7mmH3Nz83mkzYw1IZFM7OZhm4mE5ygcQyMarWFLqn4p1Gvtg6FcwrDMN569qaWu9EBCwfqFd6KhQc2e4jbMJXcTh1DSQhwGDNpgJA+UgJLQscRJILO5ors6JdIr2sYeDjpMfRsGQeBSwFOCF6AGMToXj1YGCyEPkb4uEQ3JvjgwJHgU8QoBBbGaMGf8bqEeHCJcN0O3KEd8PYSvAygEIEYtII15lqHLConxXmeKkZnpqXCLzNz/Hgyfsv71PaPZj6c3PvmO5Nudlg344hqux/pmncPVy+4zhSY/e29x7mveg6uvPJq/OM/fXjNwUiTZchBRZkWQVOz8zaj0NZKTuIFtPpISs2dRQKbsL3aRgKkQKDMRWx1CQQb0l77tpZ7JrADkosg1iALIcFJQooRFCM4ZKEFu1AsZVWOSSCmBC1IiIjGmCSq0SCVyECzCtI81+6Z1+0274C8VjcX5GEn/zZu/24FU6MAAQAASURBVPM/iZ+/w2/NblwbQJzWQU7HC2af7XKzr/f91XaTdRx2Zze6Yd+f/j3bRxZ3mmy77nvtd1CchfzYf8xevPMtL8flV1yFBz/2iVWMpCXdoLazMijNyjatFi47DOQYtOhB3oH6vaB+AaK9IDoGRD2YjgGhB8txINkHxrFg2g/iTbDjWnccARkT0k5C6qOmulQ4ESlrujkV9NLMQ3OdGjVosR6beYwrrKXpsSsLc1PJn/LCWifyMh9zskcTJcj1HT4pxWAnWs/gAep1sVRiKqXjw3YCtgW0FMWhFOeBLXpAEHRHVYF0ZxHuXgieIjyZUBlIlV8lx8MNhlacsrZXV9N62mbOVJtSKFmLGnmTpuvX+55bNdr3bm0BJLj1d30nzj3zGTj9RefgNe+4UAvUiCZjQjMOjOy6sjkLbJhiyiJzmQSnsQGL0zj5rzHi6wxaWGQzHxWaAG1ChbNJqf4wmtYGdsdU6/WLv9saGdJUkRGKs5xtLmeCc45yxsEMLGRO+4RrDx7EJZdeiZPue3s85xV/CsK2lWv3YERdZ2zfLCo9R8JmwrCWd0uwiFJWfxfTe1A2GSFzGJI6EMoCrjmVZNScIr2yJgmQxFnxrGUckKyM/EjNOMikL0wiZm0qqmzeMiKta/X9u975F3Dyg+6Nu9/7YbPP1lTPtWvvZEw2S/ckEyHTzPQE5sp1QckUrW0xaOEDJoUqdZlpyWoavOr6iOuRWDXOowCR2KieE6KoWm6KSaOZlncrSvPZcXD5uLienIs2f1d4iCquR2WOodhqoqo+VxS4IOhCgg861iVpsCKmBD8SukHghwg3BPAYgFELoiVGZEuqsCftViDdZg6yuzCZDA8XXV+/zfT71+cYHK5vHclNmn7c0mzOzyWH5lHFbibG57rryHjYyffFz/3M/8R3/9Av4dprDzYRmeykmvPgRAlQnFSbIGchyvho4Ulc+2mux0EOgNpYilzgsDAIt3CqOCV7JBuHNKhNJrFH8k6dg5BATrUYyBMoEthFFd10QdkCva4mjAiKAzgtldY+BVC0oF6hEafCgh+Tjr+UgtUxJKSomWJF5BlJRTK4UkbpFT0tnduRMptSdZP7vsOi7/A7v/1reNyjH4g73Ol38C8f+1Rzd/LFbzu6NP2hmV+lBiNXJZjnjgWtzJKHa/+OOg67tanxNH236cQr5yCz53VtzYkT8PhTTsL29g7u9XsPxVKG0sGL09BuLI1idHEaqLBtkCPtiJ7BnRa1sd8AuU0wbYFoDwgLON4LoIeTfWDZB8YeONoC0QLOHAeycZiiIA4RaYwYzUMlFkRXBTyFCIk0Sp3a8H8iSBLDkJI5EGY4tbzLJBODbn/X40ducSuc+9lPFEsvw6CKRkSBrDS1C66x0MprpZNEFxt2pfyztmgsEzAkkMkYKLi9KXIEKxY8L3hHQdvKOHKK2DJYyiAeOwiIIDCcZgEkmfqqlAibCBl+Eg0u24qxch/PHSRH2srYz0JobcYi7wH1u839XvQLvOIpp+MXf+LHAQAxRjzmOc/Fa9759jJpNHJZNt8ziNlyJ6q8wHbcJOocsRXrix1PMirWTD+XuaSImoluNpSz0rQzWm+GYMO0H7xl36p6g24nphLdsjtNFsM22jVveS0VmbBeaFdXeJJrujGbKvTOuIPf+YOn4RXPeQJAEWe9/M90K+lAWJgjYvAVA08BVNL1IrGoicMk4crdpEbbUQRJlOwgpQjhqFeSO3VjUtDP4SDSWQHhEiKHbL/XADgSMw5zKrj5czVcJtutI06YOaN3vfMv4BUvOgP3vt+j8Zd//Q+zbSZfmv1m9nBnEdA8zhoKQ4GYIz3fsDLASKZqdaoMDlcpWGnBwIYDFg7YdJBFDywWQLdlzkMPIY9IhEAOIxgjAWMaMYpDSB4hBHgRRHMfEiVwdhLJFHi5OTbJWKQEcaGwCVD0lgUYjVQ5gSHoosaBFgPgA9CNAjdWpeds9PRLgiwF/XaA3x7gdkZgGCDjCAlGvxqNmMPqHDJcaWpFrV/ad1vtyx0vL2ZOw0qWAjWyMXnM+8aR32Sl384dr7lDsO7qzQJRK9vpfs897+24331+DWee8Sj83kmPt/mm+a2cOchCtTmo2lIEN3pYQpiSqrj2cGf3IdtA7ZnmTJQFTCA8yUJIAogSOOacoTIUSvC2/hBS1GAmuxHESQUKkZAogKLV44SYF68SrIIJiSbRWouYrLbP6oNUozdBQtT52hyG0s2zzyP13KZdUUlMfvLHfxhvO/8c7N+/F5dfcRXucOffxT9/6OP6+/MgcF7jJg5jc29nd3S9g9x+t1IU3ZB2E+lY1xnxhzvA9p0c2Vl/oLsf/mEiCO18QTUbvX//XvzdP34Ay3FQmXPXFvm2j1wGmouic0moOQykz+xJ8XPUgeDh0gIcN8DYAGPTMg4KR3LwCmIhKNs/AV4U2MKibBMpBKQhIIYBSxmQEDA4o5/sCLHT4kfy1oE4D0YqvuTU8ZKZzPz04uzvelz483fDlw5eh5d86iPqLE2uQ2o4mG3hyRWoXp+pa/7OdKxdvrZGHZv5/EcBbdtjNK5LoZrPZEvn0GItR/eR2orjAMIWRZAwdhDgzWAsUk2EMskpS4PVOghbHYQa4jkSTfneZcehjfYAKxPIigs+dxq6Dq966pNx3DHH4PvufDcc3N5GjAHbw1InezuH7M5TjkiSssqQwW1yjQNnjviYHYkaPdRoi/aBJKmNj6B4FO0pZMdBtF4BlnUQFtMPMjVlIOt7Nm5WI1cijTlXFsRmw3JN8rGaroTVS4jhr8myDOo0UPGN1bACPv/Fi/Cbj3wyXvec05AQ8KyXvxmQTokOiFX4kbwFH1w1SEG2ioRy8gIBIkNSp9tFhoxkMACLKMsSwgqJEzZhQRmQaLQr2xnPuGmASARwnemBHElt7jSsi3S2E/fsc4mzRUHKHPKrv/K/8YoXnYET7/dovPs9711ji+QqGEz3S1JpTVtxmknarSmOLtZOg8c2K4gydaQRW2g1P1tVPqu45yYDWwTsJcheB9nXQ/oeabNHchuIvEAgp04DOwQ4BFFBwJigLGZeBaUCJeTqF0calKCMM+fa56ptnhA5IrKqRYuMlqHyIGGwBLgQ4aLAx4hucOgioR9h8A1YTY7COvyQEEYBDwk0DKBhCQn2iJZ1yKDulEy41DxjaXCrVVBmcm9bU6Z9vxg3q8Vc1mZOZzGw505D2xcOF4w80toap3fSmqjzCl3POrusfdRrd/Ell+Lnf/k++NA/vB0/8eM/jPe+75/qvvO6VGoe87DJULmWWGBqZwnXoCO19XQTFijM7pVZNyLq7Ob6uryN2LpCKXMJ2pkyKDSHbM5L4kGdDG+wUm4ch5jMOa4HnVfZ1ABsM6ugJNJMQ0iaOY4RkmLjNBgipBDVNM7D5JYSnvPMx+LMs1+GF7/8POxsLzGOY3Ve1t632X2frLbrtmmdy6nFuJqROHy7GTMOtSPPfZd5l1j9xsznWZn5551/zaQxDyzlhxMcf/yx+PKlF1fO4FIYndeMhirMLj6lzNttpoupcnLHcB2BnUdHPRgdurgJJ3vA2AtOe9Rx4C0QOjjODCuCjpdgGdEhqgEmASwRKUSknRFxGXFIdhARsO0TRq8w0XFDMeTRW9EtA8LVcUCjCABKRTm1LbJBLtYVwnn/+1dx+XIb9/7rP1Exnzb90Yq85cxC1xRBd8Zz2Vt2fiFAJ/rcK84xQ0TYoku8k8DXJNB1At4BKEOVsgCaMxpT2poJOh3ZzRm+0IHhReCtYNGVuJfYkKwGfhtJqSxSMw+WMKsyXjeZzjs8piPK7kHvO7zqKU/Bccccg7s/8tG45uB1dR9tTUSO50uzm/Kzta9NRIK4QtNz4kgskUQ5aFOoVHfxe1CjJtRkFXJwKpWhWo/BOG3KlDpZ/sploXo15gEt+zw1a05LOFb2VQJDueJST/bzX/oy7v3IJ+Pc5zwJAsGzXvbWaWFfzo8YSYHkVatV3iuLUrMwlAUlGdtShJBBj2zRVcdhVIV4mBYEsb6HQel8JRit75HU1vVbrL5H8xdpdRu0kVbg/ve5G55x1kvx7ve8d5dVpr6aLpBzI7KtJZurSa9EmWbUMY3DkUsnmMyYJ4Un9QRs5IdmH6TXDISQR6IOiTwiOUTONLtcOeEJSKyl74ki8j+haNFcI6fgqe8lyXRQiJHMcVAIRUIiBiQYXaqAI1QAKwLOnskILJwkxKQ0rBRHUBB9xKALVVKYR6YGl4ZJSURqMehK4GO3AORuxvH6+7ve4rg+p+BochrWGdf5vcZhygGSeRp6rQ+Rt8lrT73eF19yKS67/Eos+g4ogcipI1BqRNtMQ8UgTX9vAnOytaRk8LJwoUBYtB6QRw2IkGZUlUGyLxzwQr3ZLjbXJagdIQ4kHohOf5IJFHItRgLxAHAEj8ZkSBEkRhUcVTE9lw6IHbdQ0LmYslZOUoYzo1+VMUKGCBmTavAGhkSGGGRPzGlWDQeqC46kclsWfY8PfeQTuPba6xrY5ro1f7c+P7eLDzeupg6GzBzH62s3ucahtuv3VnaLEazu7YZ4Ps3ednMaGDjtsQ/Fj/7wrXHqmWc1gSSaDpw2rVZYNrjweBMpUw4RwZFS2jExPBgsjM6KRRlK+6WUdqq9oJrCAxwInUWhOwlgIbgUwOalphAQQkKIQZUH2QYpE5JjkEsQZ3oI3JRjNFRopXtlaEfDc90umz90i2/A7f/0TVim2KS1VyeFFZrVzKJkeEayjAO5rBhtaXBLK/KoC4tb6oMGgYtQhqVkEBfDNgoYQjnWe3S0haVvExK2RGOahwAs7D4P4LJQlhhDScNmYwO1CBOzlGSZE2aTSKmXyKIxDRNTU8fSdx1edbpmGu7x6Mfg2u2DGhXKEbvGLlI/wxz/AiVlJFJsfWI2zLVCUAvSzGpy2L6XWCfF4jQYZKkrVjiVNShzr1NmWLErQQR0IB1TpiEh5cEaLcqwJSpnXkTbuBneTK2jJtVRIN1+FFWNjtI88vmJ1hRMJxhl2/jcl76AE//gNLz+7CdDJOHMl75Jjz6N5hBnDypf7hLJMFeqKy5RvuWS4WwcASzN+B8gvGNOWj6xUX8nF6eD7biyQvnSXh9JbV3wpy56UuqrUOeiyTZtFmK6OMYYccz+fcZa1hpTrfHJxQGmcgzzbN38+KZMStI4h4UlhmBZCzNe2BmEg0G9AAtRR2GPAPsIOEDAPgfs95B9BOmB1ENrGMRhTJvw4jCSxxA9BmEM3GOAYGDB0iiOBzdY2XQAU4TngM6Plh4T5cm3qP6QlGNrB4yBBIMAAxYYJSKGABGvDsNI8IEUrhQcugAshlh0FwRRayxiVMGsIQJDBIZtYFgC4wCEEZRCgShprY49JriNfBvnVKDzbiNlm6kLuPqd8u6Exno3W+JochimbeZCr3l3vvXuzvSu3yXg4Sf9Nm55wi3wqX/7zJpNm6DT5AXPxm39zRKAWfe7VdZJt6Vcu6P66WRU09rn8zj2JdCiQa+g3SsH3oisPsKEC1lrJYgjwFF/gwRk6ylBCvVwiU2YI6P7aQqexWrQokBC0kdsahcaojBpnefcLydT2HzOmt+n9f191bGuAcGvr3vf8C/dJDrWdemNwzsAqwc2N2zXt8O8v85psLn+tFMfgvvf5x64w73uh09/6QsGpTGxkVLAlhU+Fc8N65Bq5jswbYLIqbPgCN4DnRd4OCxSBwePfsxORDZ8Iqhbgtyo8ubew8OjIw8HRh875dEek0andyLkYELYADa2HcYO8H3C0jkM3mNnyyOygA9qqWQcBClo0Q05xXpXRULroCk7kFmwaxZ+zYVK5ZplpyCrYBu9KmeaVQF6LYAmr5K75KB/d0rHSqyFcBqREvgrEtxBgb80or8ywW0ndIcAXhJ4yaARKuySPBJ6RNrUAumjpDkzdjVfkpR1yOTfUgHWVArQ2tubSVSaDgvMIqwNi0ieUO3G6kTJhTFpGpkQ9H2HV59+Oo7bfwzuccpjcO2hgw09LCaRpfp7tYlRxEmbbTDYlTSJiVIQ3dh5YgxRbLUIqtdgjmv2fRoND25gClpQXACDyIdbYpMZRjWfMo2qshKkrTKr1Hh+dTayE1GyDllPscRCa+K73kg93s988Yu41yOfiPOf81SIAGe+9A22bWwiefXaCLnmSLoJi1q+6ILGuLJocjZKpe0ibPVNpfjQjFdJ0PDakZZxyK2Nnkl5XjX/5lHVdcaOfutZz30l3vWWF+HzX/gKXv6qC5rP25aaMdb+Ns+e231POnWz3NROXFetFlLYQDSMepJ6sowDa43DhgMWDPSadaiQBzF2FnXUgzhEdgikDNYjKY3qwM7YlDSYJZkNzdmcDZhCOTA6LSsLmQU7WdZClJcekZSlyzxmiloMTYbzzq5WTmqQedgSBRIjYkxaMNqsP2KQzFywn++fYJrJK6JjK31jXX9YF3ml9d9ZK3gz7z+7fXY0tXwOqRjzUiBgN+S8mjFBdV8PP+m+OPUxD8Yd7nJ/fPHLF69AjkqmoQRZ8zhpbjJQi5zzYlHk0LPz6CqhmpFDUM62msMADIAcssCYt9qwaOarFYchL0aZwDvpepeMGckJiEZNp7FClFDE6bydenMNMx0raY0ZWPsyjOpaUkSKQTMMg0CGCAwjZBzUiRgzSUDUutMyZjJ0LxdH27WfQfXyCpWDjSjPjf2W79vKGFnHSby+r2fKkWmw5vrbTQrvTrvmOo/pxrR1i8P1bT/7veZanva47DTcH5/8zGcVWmPZhtrpG47uli2jLCSKXSVypgSrTCueBU4YXjQq2iWltWMrrgRbwZowHA0aEUJABwdnGQcHQhcT2AkQEjAmuJEQQgcOhMELojNaSseAS4hWiJRIJvVH+ZwzMVQLccy2aVmeCfjwFZfiyf/jx3Hvv3k3lpmRo0wIedHLacUm28DJCv4ykwJUv8E0HTKDBkfNNPilwB0SdDuCfilwg2ARdOy6RKAohgFUBPlIrjGujvyWL72DoDejtIdSJIrqWYLhrEgY1leD2e2t0ZiZlWYDN0coLHUkTTZBigJ4fqPyQi/63pyG/bjHKY/FtQe3DdayxmmYJd/yzwqAKIQxaex6CcGSEgYCRlOTzsRYeTxp/6sRxNCM6tBaDOXM9YzdzHzTY6gdmsFKDlAwIMZ20TLKWOaDZq6XHto0VilUp8tUKkvMuBJVsQ5GCztxHko6v2ZPPvuFr+IeD38S3vCHTwYgeMZLLijKjVIW21wcXbCRRREVaCJRGCE06tHEHXUEaFRlaUFhUNOrF5tMKRdjsa7qR1qtUHtnpF6H3B8yIUP+fOW5FRjMY0Yd6/d/4KP49Xs/Au9+24vx6te9DcGwwdP9TWPWteB63gPb452+Vr+xLurtx5IX4YkwJtXdd6r7gwVXmNKGg3QOqfdIgZVYxlhYYiSlY7V6hxGEAYSBApgIS+cMHadrkBh1MrkE4gSkiMgJgYGRs9NAGKMgkChTU1I2GA3sstbtZ5vMBrdYESoowUUGS9KEWNQ0XYoRKQliksJbLzYPFZ3rMje117Mu1sXOlNaA0s9/8id+BN/+374FF19yab1/K2ZC43yvu9fruuLkWI6Wlp2vdU7B12N3tcZivX4PP7k6DR/88Mf07RWnYR5I2e06Np+1Q6fB+9e2Zh9NEAWSnYn2Pba6OSkQ7fyTYv1Wp2uFf5LBRSckezw9Ay1eblYH69NI+vtitTsSBRKkjAUpjzbzUDMMc5SelHOeOw3tq7nD3I6B1nmY6Z/syk45DcRcz9Xftd0Ex2E6scra99d9Z12UwN4vc/26fcwHhjQ9eNqxTzv1Ibj/b98Dd7jH/fDJiz5rGFNzGByXoh4y/m3y+sym9EmyAMsmiDp47AeTQ+fF6hQieopwIGwa3nqBACcDHDkwe5Bz4L4DHMNtBFDv4BOhiw5OGBuxA4PQDYBLAjoYgasCIjPcpT3CkoATHLqOsW0CKTExsLDin2VmuxPEmHSyTzkay4XSMZXLmPHeOmBOfO+78Lb/fWe8/qfvgHv/33djKbEUPaMUOTOoi5qh6awIuhNQl0oEjZxRmrkEjuoYuCDor01wA7B5aUJ/jWDj6og91yT4JbB5kOBGoNsR+NGKhyIhEmHJ0xLKI70565MehIW9XkCwsBnJWcVD7tOFMakYLFxogGXC5KVN8mzT6nBQ/fUy+wgMrqJRnD969KNxwoEDuNtjHoNrDx6ajrPG8Jr+aZMvoSplgjAKMJBgiYQdIuw4wlIPDsGcBy5Od7anFceZs8ZBcgE0LKquDnZWfval9FTgrUA5HxIbvlAdCTbul1TAX2oeq9GZWZzyuqSnXI3PllecMrHXxGkQjKQcM8HK1JOJ+SkkqMnYNIvBZy76Cu7+kNPwxuc/BZdddTVecv47pgW2YkXNaEWN1HHQhclE4TACtG3W29IyDaFSq6YMayKLfFHjH0gDO5w5lUdEmxkXdiHbmgIIZpkzTJZzQsN1ni0E2+3HPv5peO/BLMXBphJFybtqDCWq92NCKS7GgU0t5KLJGhYVdEIZylKdwVInZAdW41Cs2gpeqVjFE9B5SOeRuENihxjVWQ0EjCwYLIu5w0GDEETwLiGwzsGBHQI7iAR4YoxEYIpqLEUNNEVPGDtBgGAZBeMAjCMhCGuNQ1TCChqaAW002SAGnIfEESQRMUbEQAjRHokRk0eMATFmhhlBTNEeyYKrlrlsx+WEDi1HV9vqSMEP3vp78NY3vgSPfPQZ+MhHPj69jzPDf6L9sJJtQFMv9vXCOI6ENl8dZ874irM7H0ez8Uez9wD85E/8MJ7w2JPwi3e6Hz744Y9P+3AOJFIuwM/kAhlaNNdnkBqEzFmHaBHWYO+71IxD2J1kI5dA4yAYBBRBaxjgtKYGUB0cEUvJGuyITPQujVoz4ZLCkziZ0KEF4qjRoKBWiDAU+kdJAZARIlpzISELdybIKOpwDwKMBlsaExCyUyHFPtMHV6r8WTCtGv2z4um1TmJ7U2aOx5w4YIJImDsNtd80+IjrbTcZUL4bSnS1rXMabiZvv+msP3bbH8TJD7oPfuqOv4FPfe6zqmLcVvwbjzCRA9gp3aRzps/gTDmzA0sPRg9PmyB4eI7wlNBRQE+1ZkGJLDSjwBjheFDHwUMpW/sI6lmxo1DxrD6o+E4XSCGpOwF0aETsGXR1RBSHcGChqTYCAhNCBwRP6jD4SrgtzvCfxlKWcgiYKxSk3CsTUrkmLnGXv30r/uxn744H/PcfwPM//eGGJo0qzWpbSG66R6oSraxK5ABmq+VIAj8kuCWwuDrBLwV7rkpYXCvYulawb1vQLYE9S8CPVOj+Mlg+Ath2R5fjkFsu6mWDJ2WcPpmwG5m2Q1Z5zU7DdPA3KaN22sgUri2PfPOrQLP4WpThXz/7efyv/3EbfNMtTsCnrv3C5Ejrc3XWy3vzwJA0hrWRYQUT/PZVLqSu/WtafruNh4hMp7AWQJIMilRLt6SZ4mQFboRdYuu565fpcg2jZ5odV7LxpoF9ao6ViuHfnlQ9NsFnvvAVvOj1b8OP/eD34iXnv30SVpIcKqc1x1jgZ9KGexVXTmliSJf9lIUl38PWUJqzqR1JrY0Kz5/nwSTM1ojGATxsYKntGfPtZuPNvpeDKtglltse4kTMsEQ5Zbpd+zlQXJOpFGIW/qRC2ZgkK6OT1RKpwa/OO9AxYXC6lnUdlOiDARanlMKUiQg0cx6dPhSqRBig+4nQwJOY/g+HHCnlSh+Zz8Cy8GJkAlGkFmsLmb5EdRpSEqOizI81kO4VQwdNOLa2n/pfP4q/fe/78eo/ftPM6F3ft2m257VGVXm/eW8Ftnk0temxy+S93cYSiuDhdOwJbvUNx+MTn/w0Pmg0oDADm7LTkAvIeHUJEytupsxUVpz7Bv+Zs6bRbIvUTNKphU3kQMI62FIOtnlz1KOy6ll/IyH1IUgKi1eBbxUyj0o1n3VvqMBCA5Q3foBg0L9zsX/SegZ9VkcBITUZh5xkk7qA1mViSsW6euPspcz66vx1vl/rrKX5PV8/oclsn2Vu2mVszdvNUIl6Q35oPoDb7+5+cof9DVrzPgH79m/hy1+5BJ/89GeVPzuL3pQHN06D13oH70FMYNZ0rzN1XAajJ2Ww763OoSNBrxrB6Fhx7p0keIlgF+CL40CgjsHeg7xCm7qYo6pJaxxIFOUzjKBDSzhPoMsT4sAY9gvIechCEDcSRhKELiJCIL0J7GhYGIltkk460MSyEZyysZULmewvAq6VAR+86hLsW/RAq73gxeBHRk9u4kVkMvJMDhCBWyYQK9MGI8EvE7ptQbcU7Llaswv7rk3YPJiw55Bg/46gHwT7RsCPClnyo6XzIhBJsJOiaVQcJS1PvkTG/U/mXGrK3lMytn4rpiw1C8YmlTHuiZuJMjsRNqFR0kmMpO4DSl9bopsJGh0M2r+f99o3oHMebznr2bjbIx6LT1100TR1WYbcbOwVg1iNhEBK6skEXGuFp1vCuFYIIwEbSdmNfFJSAFiRc0bNkGUukvXNZFF9hdDJhPzFNRGPdtnTHqvR9SAK9EokBvjSSgHfEGWWU7EMRGgCjCVOkxWqLcAaCYhMiKxOenSabVCDyAqkpbfnJqKcoh5fiqbcnA2lxrUpzGdTR02smFl5yZeaCqdlzTTIaIuY1AWieEM5qprqhUIuqjZVySOOVWmXaOhacTdu1kputouY3s22ZV1x0wogNFHmIoZjUFRMr+vk9xuV9ryZcKVSRjROr4YVRaLpExhlZCmSkRplzAa5QRlSEiUhSsrYkqKDJCBEhgNjZI8dw6MuiJHIQdiBGBhcgmwIRs/omTCC4eHQCcMlZYUhCcqg5ARLA0gOHgjGqIQxggYBL5OKco6ARNUaEUlKVEGAkGYNYGbbKIJBIoYEDIkwBIcQgRgFIQpCSgjJhExNCEtfU3UoUqyF0sWzaDM11YAZxmFqOMn8frX30iCfrRbQCg1rG3k92tpNPeZ5sGjVcb/4a5fie7/7O/HDt/l+fPAjH6/G9TzmNSeaaaDNisiUBkc9cx4iNRH4fEsaAd6Jc5/rxYJm9MSKo4VAqTcGpVjq/XTN0fFGJBAXTEMkFvtPXK5vzfNo0MJqHgEKIAoADQANEBr0M1V+U3slRB3HOaMQ6gNZi2cd23Dp6zWolJ2Zn/zxH8G3/Ndvwtcuvex6Ah+Y9edmviIU2wE5M1u+tZsN3tgBNyLY9O/kOOx2ILtEipqoZ43+3MDfnHXm4084Tif5otbJJsij2QRNBTiQ8yDfGcWqOg7eKYuLT15hRXBYkOLUeydw7OAJ6BHhSLDgCAeglwiPEc4ROkcg78ALqKp0J6DOwSUPTwxHCb0EcCL0kuCQwNsDHLYhkdB/ZYm0hyFbAb10cMcQsHAYWBA3IoITyFIHQ6DGXjB4ElzG1Vn2AQBnSkiLnWYbknKtRCeV5MUr4QuZGhc5gIxOkJ0xRqUEt610q/2Y4EJAvyNYHEzolsD+KxO6QXDgqoStQwn7toED1wkWI3DMtlL8LYaELtixRkGkhG0ekY7CnEMbj2YrjmaS8rdebjWRidiGPU+5rnN6cVJ/YAtiTqEWi7rNWGBaoWxA/7Nf9XowGG957jNxt4c/Dp/6fJt5kF2CbPpmhhlFM9SDAEsSLEHYEcFSBCyEkdSY4FRpWUmoQEqQmZPETC5RxyHN1h7X/DpXJRVkYlMxIEOJxJoDgiwzUibJqmoijU8V82WS6ZKkCtR1DZOScVCIkog9g4qyg4XgGmN+zhJTjRXJ91XarEATcc5VFjnTIBmalBq++2bH0u6hNbylUrhSdhyOhnEk9abM358bN5OItEwyb9qf898tjTHtvuYIzBmn5p6217NJi9l3RJL157nRmxmDoh5N0WZi2x3BChcgIUJGBxkSxEWIS0qPanaJQpUcxuQxOgcmxpI9yKC0nSeIIzgvSJQQSMeEE4K34BaZ4yXkVRMIAUkEY4hIQ4QsI2ipopw8JKulF0gIqoiLaLStemzZYYoy6gMBQQghAmOI5RGSMgK2mYda85AapVxMWWYmj+ltusH9qNGsOPxO1kRkb7i99J/bSvCnHQdYzaCsGJ65b6fpd9c4UX/3vg/ijGe+EO++8OX4uTveB//yiU+VTIMwVf2FXBZUArJtBsLG54RJr1mfUsav2ndHgx51dhwxB04ahyXPjTICyZkuSNZcCDYuA0S0tpRIIdtIRlGdYlWtjsleixZcylIdBaN/FQoGhwhKNCHK6ISYtGg6KGuYjCMQRkgIkDEAY6w1D0YMAIkzNrFmvbD7cNsfuTXedsEL8chTnoGPfPRTjZHfpvNbMhU6TLah3k+a3dvKtjR3nC1PdSPGwc1Q47Dbr91co3H9SeohyASDcLvb3gbPe9ZpeNwZZ60phK60q8T2sNfMDuTIyh8IHgyfsh2tRqCzyGZ+MEQFqEXgSNVmPdQRULksXbwYCRCGN/y2khep0c2iAj6cIjhEFX/aVuOyu25E2gP0PaMf9Jx70uLk0QtSp1Hc2GmKkJMuPkxKEZbhh2uvZu4/mWrVRNxKliGLvBWIkkGfQMqqIYAf1WHplgIfBP22YHEI6AfBxk5CPwCby4TNQfQRgEXQKHUXgYURNeUoXbQI6tFg7uTGzXMmxXTQLIxDBEuYlNcqK1CazueCVagJct+Wul02cIrTkPHzqBOKPchwUs9+5bkQEN76vGfirg99LD71uS/WtTJ/j1vHpipkMghREkZoQfR2UuTaQTCuJdWq3UekHFhC2EgNe2++QKRnnUqgq4rTSXFj15sNZFSqkqOPObOdayRMTZNWvimoV6s6zKr02V5OKg5DIGBgYGDBwITRqVMUDTqSUgtC4+aO5t6aFSdqj2iCp83JZWYOAjCAoJkKgmUcstPQhqryETcLjdbJRLtfqUaZcoaCgnpzR1xr+vNaHPq6eX6X52ZZIGKcdupJ+PRnLsI4hjpWdvv9yd+7bTfrV8UbmDsNTR2Sjb9bHbcPv3Db78Lr3v+hnPoy6EKFN8goEC9KU2pkMylZ5osYgT1Gq5Ea2GsmnAlLp4x33qLAWcBQUaUMR1lRV0MYSUYE8UgxIo7B5D60poHHBA4CFwUUVddBEJAoGmRKrG5IoR5RgilHJERhBBGEGBFiwhi1piGaam6FK1XHodZs1TqEQhhzQ+yFw8AoCjvN2vu9Lsuw2+sjua2JGreR5pWx0jrP8768Omfm6/CBD30MG4sFvvVbvgn/8q+faoKzVKFKLXR2bRRqde4qS12NdegEHLNBb3V3Vuysc1gyh70YC1VUMBcem0NKkgMusdYviM2FFKrOjtWs6b6CUlfzaM5K0Hk02W9TFSwU+02J2cuvom8ZrmQ83rP5bTqfFPFjWxN+8zfujPMueAde+cdvnF3C+T2a99n2vRygWsfQNDc41t2nG9dugnK0RScn6ZDrP4jWF2remL17mJMr10Bq52Xgdre7DS684KV4wtOeg1e98c0quNNpxiHXL4AI5DplSfId2Hcgx+h6zTgsWJMUXWQsRAW+FhLAIvDiC5NSB6XA2zCnYpGCwo6gdQwkCRwdiCMoaATWjQQXHTgQfCRQEnQyqM7DOMBhqQvM5YBcB6Af0V/n0R3ycL7H0BNokzD0AG9F7HjBsFCK1BQA9OpIhGDolqQDUDJ2Oxs7hZ/YqORFQHuTnriJvZFlH3ihno6zrI2LBD8y3Biwce0IF4DNg0C/BDa3BXsOJfSD4JhrI/pRcOC6iK0dwb6l4MC2oI/A/qVCW/pAcDbIJCVEBAxxx5hzjo7GNvlyNmoh8BLRkUbqGUso8CCatHamwK3ZhdLjTfkyw1yE2qhrO/B56jigmaQSNz6GvnfWy84FEtR5eMip+NTnvtAsBDmlCSuG1Ii6JHV/R4l27IJroGwsCxD2glUAN2cHDKsNEdMJ1ONNFiVJtt5YoNGoajmzbxfnoh312RHL+QYWQkRSKJsQktTC1hzUyhG4XFwNCxqkJlPR/kYLVdphwY4Ddhyw9ISBFAISA6s+LzmIONO1zlFtqbSnJTVPxpgkTVbC1h4Wq10QK/aDig3JCBIrjs6OQ6pHulJHRqpaIZM5OBXHQXnKjzTHoVm05kbepAZkHk3L1yHNFsFqDD7+Mb+P2//8T+L2d7wvUmqEbiZ0Kan5bq5VodX9SfN+iZTm+8jFESiGTWZ1kQiI4BtvsRfvetrv4b+ccADf9523wqlvfbeu5ylBKY56hWkvgcQJ0UUElzSQBEFI6vgPjuG4B+CxI506iJTAzmF02p87CDok9CA4OHgrziZzlTOJQBpGpBAg2zvAQQ9sB/idAW6Z4IYlKASkEMBh0MAHAYP0um44AkuEYMQSSywFWCbGEAjDmLAzLrEzbmMZtjHEAWMaEVJAkoCYQmFa0kd1KBqyGcjKvZ47bnNjqEZkV5joJt9Pa/bb3P9d7Y0jta0LseQ+fjjnJ4+7tnglQwDTxJr/7u/6Dlx4wYvw8Mc8Fe/80/9T4UiWVaDiOFB9vzgPOSOb6rBrHfx8LDnjkG+dt82y9EzRjsrfysKa3OxOIJFUqDcYi11xBJLafBCFGpFYlsHmBDfU9Y+T/T0CPGgGgiIkLVFkpzOzUlaVDpp1kB3NOCCMkJ0IjBFYJi2SjmiCP9LMP3nV0nk+O0RXXnXN9P5M7nc7R7W2QPO6ZLeb+z3v/2vM6Dznyezd62s3GapEKyd1fYOQdnl5Ywbv9Arc7seq0/Dy112gtHeMqeAbk2YYiGq2gTT9y/bsWCdNnxjGNgovCQxW5hfJdcJkdcQKS/H2cMZZTxZ1Vi7sBEpKY+eSFGZTxYKrScMpgaPyb8tScdL+kAM6IO4H+h0dOP2GDnbvBL4TREkaLWItWksJYK4S5xQbpqoy1zajmDIUyViTmLIoo0G9THWRlYqWo9Z++MjwA8GPwGJbHYfFNrCxLehHwcaOoA+CjaVgYxBsjIKNoI7Dwgic+qTpdV2Xc2QrZubio6JNzHlqa8WMmhYGbShQo3zRoRNfoVnNa+M8yzD7oRX8Z04fNBtmp6TZwbNfcS5EBG99/tNx15NP1ZoHzNagnLXIJrtYtkBSgQaNRBhEiyy9PWe4UprAhepa1q735admAjXS/DmJzxRBL/2EQdnXKdmIupOCD9G/p3XMQDuNtjCmxoEINP07US6YLnd1ts8196I4d2vgMuWLeTGSEiGbnPnknmDact9BfqbpdwsX+pE2jtrIZ7tmNC0veo0RJM3/k+qXGrLDD9/m+/Dc578aX/jixcbsMv/d/LPttZ1f3HlkcPZZHptlYU6NU6F/3+oW+/GuMx+Ev//Xz+HsZ/4fvOP0B0Gc4PF/8ac1wpmLKAOQRnWAk5jIIjGi0X7HxIiRlZJVnBI7c4JnQqIEgkNEREBCAoHNdeByjUetnRJBCso1j6XX2oaRGiw2IUYVvoomFBcyvI+pkDsIsmCiBVcjKWXspK7BmJQkIYpqDk1U2e1FHdHZ+G/u8iSyVe/dKgnL4f5eN2hkNk7//6jdoFOaO16zj+yt7//e/45//dSnNfrtW5akhiFpkmlYfZCtHS0kutRZlpvfYESjGUUZHxubeyWZyprK2K4lTFIfBQ5kmYVc3Wn1gdqJuFmL2+9EyzgEZU7iaE6DOREZXhQt61AKoiMQorEo5SyE1PRhajV51trva6yduXMwv2ey5obvNtevXTxWv58NxBuxZNxE5eh1PXbVcJl+a41hdENbE1XMDsHtbncbXPjGl+IJTz0bL3/DBWr49tkYJsXnk4qaETmwU8pURx7O9XDM6KmHI804dAz0IGwIgZNT+QdRKJKiehK6lOBI0LMav70wvDB8cvDowIHBA4MSqXPgIjgQ3EDgSHBBJ2OHoCq4kqz2T+sXEIHuSgIPUb/bC8Y96pqPCwJ1gn5TsL0Q8FZCiArRSwkYgxZ1UiIV74Sev0imlcyTsYAW5hwcEM3OsGYbqGcQCZg7EIBuZLhE6EdgcVDZkfZdI+gGwb7rgI0dYHMH2HuQ0I/6XheA/YcEG0PCnlGwbxT0CdgXGF4EPjo4oSIalCTBI9wIlq7//EazjINkITgheESw3V8yFXGtsXE26boGS5bxi1EjJpIMHgCbiHMVgFeqSHAVv5kZnDXS00ArQDjrFeeDiPGWFzxNnYfPX1RUOu1kSrmyiBKkKqpUDaODIghJ0DFhkRh7QNgiKobBPpvzc4G45HinMRRpAIaaNYjAkslU9Rg0S5OsbkHfc6IQQZA62x20wJMNRpRb5sbIv5eF3QQ1SFxzBDoLBYKSDgA4aI/riHCQGIeIsMMeo+swwiM6hhBbsXRWAc+FmHmB03tDslBIWo4gJcPcgpqi5VCPRMIqfEBmi0Zjd1dK37lbVIuj5YjLOGDtwlWgWw1dIJV+jYlnW6LLK+deoSrqH0iNwJXn1AyOakBK+VYeQxVyJhYAqBkHKtsoi0u0TpZwy+P24k+eezL+/hOfxckvvADSAXc888V452MfBCyAJ/zDn9ktUliDBEEaGCk6JOcQ2SOwR3BqeI3C8ORAwlg6B/EEcRq56lh1GDoEeCQMxXHo7axsZCQV4kzLCAwC3vagnQG01EJOF9SBYXNmXDIyPRAGE59OkqO5hB0QlgIMkTGMhHEkjCMwRnUcQoz6LBrUKrClcnWloVLOPPnZmchbtP2DVyiqp32i3XZuczRrXXFGd1tbjpI157BsafNr0p5TG3luauPa/TX+QEqpGSetTyCZI9vWMZQsK5XrTfYVsrFd76mOTSMLiFz1s4LhqkOqVNLJGDAzfloa+oscyU9GZZ10/pQmS5vhTsKj3nojEBFiQAadh9myEYnUWeAIuBFIASLbRUdHqVgDMAYgBrXRQgCWg9U2BGAZ9DyGqExLYyzq6W1wYVIcTYD3Ht/73d+Jv/qbv2/W8nkganZr10L2Whgwzb65Ol6yq15DfWtoBw/Tbobi6OkB7R5R2i2n0IbX2n3Ntt7FCXvdK5+Lpz37HLz8dW8ANpROlDqF3GR6UWIyx4HVcSAGk4NnB0cOHXWq6MyCzqlAcu+UQ74X7YQOatx7SfBimQZRlqROSB0HOPjkQMTFOWARkItwgeBGNehdYht/aiCiMHFoxb4kwB0EKCRQL+AtoFsy0n4T8ekB6gEYaw8nIA1W9B8sdZ5YlUALf40y36ScZhdSx4oB2lOvlzoOinF3ouqhXVSY0iIkbC6BfgfYewjoB2D/QXUatuy9btRnH4A9O8DGINiKgs1R0AuwmbTWIwucqnNuSG2JR5njYM85Tk9q8DokE39TsZoJTzwJJBduZUYZpmKAUIplEa10ujl83sKUMlOM1EmJqDLAlHB/mU3wrJe9HhDgrS94Ou76kMfh3z53UU2ElEmfCxwnISGSUkQszRg/JMC1SXU3rgNhAcKGwqYtzm6a2ZSqOZYLj1HnJyr/jK9GqhBbJt+wSoECh2LKxlzFX2eYLGwCTDJl+GsDzsVxyPV5EAzGvLQEYQfKIrUkwkCMQIzIDkmc3TNq1q6m+LlM9Hlx8wY9yuJ0zTbGWCCUY7vNkU2MJJpOpbPzqe6WFZkabWGlQzzSHId1aRQyIcRZFM5OVGlF02SRq9tWA2VlB+XatZmC7EygZg7MOJryl6fibEPYRKPqOCusSU1B9K2OO4B3P/9h+IePfRonvfC8ooPzuSsuwx2f9yK88xEPBm0RHv/BP4VIgEQPGa14OS0Q4wLsFmDuEZIHuANzDwcPOKfF/wxIr4el4oSMEQ4ehMEyDVMZOwZFAe0kNWr+f+T9ebwsVXU2AD9r76ruc869TIoDiRnVxCQmMW+MiXnNG/OZQZxNjPNsnMckiiIxRkVBJWpEFEFQJkFAxQHBMW8iiLNBRcR5FhQQ7nBOd9Xea31/rLWHqu5z70V8k3u/r/g1p293dXX1HtfwrOeZ9/DzGVw3g+vnwLxD02lBpwsaSXWpNg4Cjx4ejBDVJWdmbEjEjAUbUTALjFkfMA/r6EKHLgb0EhGk0nDIWYcEUTKnwRyFlIWQQa0ISi0EWMVPq/6ux9OQmLd2PNJHlmUaaDQWl117bz02MRgX7p9G7y85lmQkxYI7C9egOgs4dkpsdkq5Zu2SZweubAQWyXFVhsFgRFGDKkJO55iriEG4okoWzYpTKgVLNREcy7eTglNJOltWXZUl6fS6PC/MSo4NethbXYM5FxQgbNmIvgdiAHq2TIPYczae8irjEKVEq3LSoRp7AjTe44yTXoUD9t8Prz/hjF3049DBW96/pX8oz4RdBfHH9vay55sfP0PHYfzFMpqko0OSEbHZOdXry36XYUP2228rPvzRjxmDUiVg1pqz0HqQ8/CNB5FHQwpNauAwEUWgT1gZlCZWJ6ylEQqNaEiNa89qADbCVvyq6sceBCceXlTuqzHxEh91gnjzfl2M8EGNnoaV1tE5NgOxbETEFoXpbEvbKXDXAq5zWN3CaNcIvV3fTQS8okq+aJWuEl4QxNKF7Cx17cyo8gZB0SJTahQCRWtexdwM5u4cwbFmGlwEVk39eXWHYOu2HpN5wE12RrRdxAEbEavziJWZYG3GaAJjrWM0QbDWMaZBsBoFK1HQCjAVhhdSSJcImAnBxMDCQDl03zt0baxVTJMnb6YyJWOoNtAxmPR6niilXF4sqsVh0+ZZtjkmp6MsPK9401sBEpx37NG439Oei69869tVkXHSuNbItZAyrBBE+4gYcyGs23nbxaGxAunrdTkefHOCJDG57DCkuhBILfij0ZJYaQv1UrQUqIoB1/ESpDU524Fi8CgqjkrVvKYznYXfelJa2d6chRkBHVF+BOcQSd1A8emaFTNM2gwEI8EwX6I4tcGab33cicsiqC5nkPI5aadMsDaUSG1h36oNr73p2GwDc1Xka1k7LKo2LAi77e57ZZSlyFiHZfdTtWf+bAVRMkVkjbAybnnwQbjg+Ofgks9/FU971WmQVQ0cqV/P+NZ11+BepxyP9z7miaAJ8IIrPmTRUUDYCu3FK1zJeUTR/Sr6BtE5ROc0IEtKUuFzSxqUEGRhCl1T8yg0o4wC6yNGSAzwUQWtXIygqKQckXXfCSxoxOBKFA1FQmD7rwOjF0bHjC4GdLFHz6WuIRr1akzK0dkXkNKy1TzIzgPqeukcbsAln/gsXviCZ+IBf3Moznn7+xfG0p7Bm3fnHOwrTgOq8VtFrHZ5etU+S8f7svmG7DQP54IbZiuW3VsqeK+N2WzoJufBqdMAw4VCsiicRJvrrlFbyMXiOGSnMmU3VHOkJE24fJeQUZgbrSose5G3yFQIOteaBYqWLLbsrwvqOCCaE9GrCFzXq3OTswomamSCbwmGmJ2GaAK3uVaq7hfBoX/xp/iD//U7uONd7odrr71+sb0Gm4YMu2tZP1QZNhqcV+Zf2VFHtoJgABHd3fEzYlUaT+FiEuzKi1pK4b1wVIOw/r3mOIgIDr75TYBvWxS+ATAlhds0HtQ2cM7DNy0cObRo0IhmBibBw0uDldjCi8eUCa0jpVz1GkFuI6szSjFDltR5SPzxhJYbNNKiQYsWHhQtu+A0DexIrI5BQOLgubXhn6hoKknzGDWqNWNI0KI3BMZkjdDCI64Bjh1WO8LkAAdaUwYYajx6Y3vqJAloJeBHY8nr1vietE1vSmv4IXbCTxszusxZAsEFwkrn4Htg67aA6U7Glu0RB/5kjpUu4KbX9Zj2EfuvB6x0EZM5Y2WD4YNguqE1G2tzxiRErDGwhdVxWIVTulJzHAILiNXpccOa0L3+qKe1RrmpBFeyw2D1NDCsvEvFNx5EjZ1XXYnqRXu04CxMeAznYV50RhGitLBayvoVJ5wOiOC8170c93/qc3HFN79jaeVoBWWGnSfltmYAM1HthBR82oDDChFmJOhAaImwalxBHSncYWKqoyRqTBErSxlylAhWR1EyB6lmLoLQVDxDCZzlslxaATwEyeXBSgfrTEOigrdI1QK9qfPOAayb87CdgG1E2O48djqPGTnMXYuAFsF5RPZgJrBjiJMMp011IYgFqqSAqsQIUqWmc1RUKuyrZMcJ+X5dicylnXGMzc06EWlwcFXoyHup41Af4/HLlYuQDKNxdLiib602uhAibnPrX1xy3RR4Gkfl0kZcEzGkeWPZBVIYBJEpSecpyvk2Djn4JrjghMNxyX99BU995ZsNPdhAvAc1XrO4rcO3tl+Fe533Rrz3r58ITD3++fKLIL3TWgXHiI6NVIYQ/RrIrSC0K+jtVl1bBD5h80BgLEp5XliC3Ugx3IxB8wjX9XB9BPURHHpwtAxDH8B9D+nncKHXjAMHzNO8oghHDtQ0qlGCiJnMMeOIjRixPc6wETvsjNuxEWeY8RzzGNBxRC8RvWiwgY04QTMOxtpmWXCxfi/L25BN7FOf/jye9NR/wiknH4MvfPGr+PIVX9+kj4thtDjWaod+ZIANND32oaP+2bVDDCz+RlTNVb9YF+LuEsaFbIxnOJJUl0reYJWNTY6z6hO5khLOKXqr7UqHsSpRn9bKCHgHcVW2PrMqWeG1UZElPRxYsLTM+ZlCNlG+hzLUStdKSZo5rleMnlPdB31/bmtugHCnKtWdUbLOkwMRKmrWYPzlMWdRJAnApcjWaC+fTif4wQ+vwrXXXjfqqCVrWLJ/pXpfBoPAgn2L8fY0Owgpo1RTbsrgW/bUkf6pKWw2n2q78fATTdYNuOLCOba3kgNee8IpOPW4Y3C7X79NVj0m7wDvQN7BNR7Ou/zwpNR1TZJ5MKFk9aeVRT79Jft/odvkipSxUBlr7TUZU5m9L0qRqg9dzMkow1SgJ+pz6L9djh0lqlYGRYYLDNdFuHmEXw9odka02yMm2xnT7RErOxnTdca0Y0x7RstW30zK6904D+daOJrC0SqI1uBoDc+jO+L3cXO8U75p8kFeC5+DFj63M8JkA5iuAyvrmnVY2xBsmTHWZowtc8baXKlWVzrGtBe0QdBGho+MJgo8iwlcSykMtzZJ7VFTayT11H3lkIVHYfgRqp0HMmrgsVq0A0lRLqAcW6+Mx0y7Olqwxzeyq5scRHz05VeceBpOPvc9eOdxL8f/ueMdcPvb/Apu9yu/UDrCVGxShJ2NMjdCVAQKjJkIZqLwng17ZLgPSA30ylAAUZ5Xmn0pccPasE+PWGUH6hqFQVtntHQ21as9bdGUSE4eG2QpAJp1IEIgdSgiUX4wOS2QdhVSLPHOVs06jNaYszLGZy8OmGGUbPCo+n3gMMpCZHbhsc/YQbuIXi4d7LQUMvHSVxyPRz7sfnjGUx4xuu5me1E1GgYwmXFmqFqeRsG/Wx58IC446QW45HNX4KlHnqjCafUopKiaOlaX8O0d1+LeF56Ie//8b+Alv3XXousQNXrJvYA7QDoP7r2Kw/UE7gyGOhfwRtJ6SBUyZOrNWs8WQzqPwbMI7tQ54BD0eyKDQ9RHFMTIiCzojU61j4yOI+YcMUfEHAFzCtiggHUKWEfEBgI2pMfMHnMOKggnEb0wQiqMzgJwKDAlkWL/jYdqjohTzoofcMB+eNYzHov3f+A/8fVvfGfZxLE+oZGD8P9Hh2z6jz34kCx/eXDU69eyKHf1Nz9MhE3caE0bFTRnOtUqdZyhPkmN2baiejPIhf2JltUoWNPJrHUK+uBqrtlrsX70kOqB/DDmpNCrc2C1DNIHdQ5U9dDoWKVArhJNbL1hLTSUtuMXv3QFfuPXb4PHPvIBy9t76VE7DfW1F+eG7FFOTkbfumdj6EZlHHb3FQWDWLH7lI/vxgqqo0VUNmtvbA+NAA3hqNe/Hs2ax4Wnn4xDn/w4XPHdb4ImDWjq4doWzXQCRw4rroUHYdoTGgYaEbSsGgwtkalCa82D1jAoHWsjXcate6fCb41jE35TJ6N1MDpWhpeo0dGYbrdguSHaIs68faKkchpArLg7MgowTrTDGwGIBNlQOleZEGjdY2Wrw+QgQnudQzdxmBzo0U8IO9YIswlh7husuxVETOCwHyJaBNkPLFM8DYfgEe6WeFD4LL4nhAn2RxPncBLQzgSTnYJmJth6tSpB3+QnEVvWA/Zf73HTbT2mIeKgnRFtiFiZB7R9BPXq4BALfKfOwdSYlCYMTGJinVKRLzImGeKkLkwI0SPuQ45DsDEazAANlB6KQc5cW2SqenAafQepQohM9ELGsiXSKJ4aXMlPiorPLGyYrI5ItRPn2gjU7G9p9FEWY0tR7GNOeCtiYJxw5PNAIKyuTHHeBz6Kv3/pscrpbhzWbAXELJp5cFCGpZ8A6IjRkxIPrBAwI2AbHKYk2N+yBiuWfXAQtMRme0cDDhkNLXQxFCKQCKLBe8jYXMi+31lJ8Zz0052i+hT4ZYEvDQrotbLBj9zUCFBI0oYDtnnVcNjWOmxrHHY0HuuTBnPy6MSjZ4dAZIJWMDXeFNSnUpAnUtn4BaOdvzSthPm5X1zrahWMHGhatLIIVgho/SgD0TLJyYl94xiHL1NUEqMfsSTGZaf/16WX4/4Peho+csFb8IYTz0IfYrlEhi6kj4yDVpWzMI7kDoqrU7mE4JYHH4gL3/xiXPLZK/CUF5+gkSfLSohwsYGdiZ8YDOLb6z/Bff7zFLz7/zwaB0234gvbt4MwgccWeEzgMEXj1pS8wyl73jdmwNd7wWoH3JUJK5JZlPEZmwu3ZuBWKZgqCtdzvgEcsI0ivr5zJzgGw2IrbSQbHpsiw7FSTZKY/JtTaJIzTYieVLthAxEdAjbQm/MQ1MmQiLk5DUGiQZbYbMBCfsFVfUPxzIbIhfT8gAP2x/ve/WZceeWP8eCHPwN93+dQQO7XHEFFBXkeD/wlzkRyPvNauK/sOcvbCimQMLCpxk522TeGRzWvFvxr+x5JRByufB/XL1XfJbAC5DQnKnGfNCcSjWv60iYt9ElJOlFPFstbxLgsE1e87QQFoukA8Rm5oXYUV78jZsY5UzzUUFcqgPZR03U+mtZSEuXs1MHgAOmiOge9ZRlCr/+2OZUcFNWVGLd5RbFuP/3LX/km7vugJ+DdZ5+AH199Dd5z/keGY3OhO2iwVmbbuuq42gGQ8asDyLPVWyYbnRavsKvjRkKVZDiWx+/t8tgDp6G+XB5nVAasKRq+5HWvAxxwwfEn4R5Pfzy+8qPvZqVNMrpV77TY1xPlUoiGrKDV/jrK8VAklniX/RWT1CG254VNxxm22mUKzkJD7MSl+OMgIkiU2D9klH0o5zALKJKJKBJkA5Dg0OxQKyp6h+kUoBXByhTw0aFvVPJdmNA3KlfnsQJgAuE1QFbx+MnP4wnd1/D1yPCYaC1GDOoozQXtRsRkRljZabUN66oAvWWdsdWoVtfmgjYqs1ITCh0ZRYNniWZaXNrMrE2K8I+JolVYWJZ9K+MQDQIRQYXOM0WrQeBM1GtUXzmT4ExOsDWD3qjjMjY+yS+lxUtKqCVFCKjeJIvDkIPR6ZAU19eaF1vZ82L/6jedg1e/SYVnbnHwQTjvhKPw6iOeir8/8jXg5LxYQEVIi/M3wOiF0BLQidYBOKeF0gzCjAirUNXlCcgAUGSK2roZOCJd3NP91L+AjAHM9vUEXxLLDAajhYxQuFFvDnlDmtXKi+ogYF/GVYTCk+YeWG+AuSPsaB12NA47vcesbdCRQx+99SfAjarhZphSIsBK2ihOBrAiqTf02jjNi39aVVBS/SmNKsO1IjsPKfztqk4eKCqZIxFvmArof98ho8W8vkkanpc2OVp2Pi185Ctf/Sa899hv6xqu/cn19r4b7kV1V9iYSYajNrPVj9iYpNppM52VW978JrjwlJfgks9cjqe86I0W7HZmv1ihjhgzzISAKYBVp4qXbcS316/F/S46A0f85t3wvw+8hQJDSSGkDo0a65a99g54/C8Ax34PuMfBhP0b4EdBm+QQD9yRgU/NgQdtAb46Z5s6Vqs2cYA0+KUDDsYnRXDxd78H6XZA+p2QMAdbJDVGYG6yHyEG3d9E4a7KGuXQIyIwY0N6dBIw44DtHDCPAevM2GBgzoS5MHpmBAmIEo2WVTK7kogU56Eiq6rTDmL99t7zTsJVV/0YD3n409F1fR43y0ykgZGUWc7GE2DsHSJPkr1yqiw9dmNX1TbkptsojU7czVFlEXb7nTK6xTpdNzbtaufDIvTCNgJISpSogq5JXg5U0K3W8Eg1R4UCNe1ddkOpIIKSE2EZ9Sx6FUtNQyKagLEiccyCb1n4LWUWUoYkt1P9m9N+UAWUcjfo2nPRJZ/Gmee8B3e64+/iPed/eNRHm/RfNrvHHV6n8Bb7eFHzJF2lDqbs2Wy48ToOsvjV6aYGOYldFqSVzwxGXzqfSjCOEqBzoqFFarWm4aVvegPcSoP3HXsi7v28p+OrV34PjWsxIa9ibawm3FSU1achh8YxnItoWoZzjMYLnAcaFjRRVaBb0SxCS6yLqhM0nuGIMDFnoiGGpwgfBY1BkybBdB+Y4KR0UIkKSGZTIhh0iViVps1kdGZgSzS3Y50h3rQidkRgJ4G2O4QJwV/TIkwcmq2M2ZSx0TTw7RoCrcHRLRGwgk72R5AV0K8Ttn/vQKzMHDw6kGyoiB0HrMwituwMmMwYB10TMekYB2/vsN8sYL95xE3WGW1kbJ2pLgW6oqDIQSeTs9+utU0EYQJHxaI7tg3acNg9HHqI8YOr2Na+crAZowp7qQtvEzwnTdREc0pV6CUdw0VVaezccIWl0fn5Wxevk6eYjNaAymnTo6IrNAamq378E9zvCc/DeSccjbe/4Wh8/6ofQcA49bz34nOXXa5rfcV+1FsFzQyEncLoQVglDwd1MFo4TAkZ3NfY3G6sLNzb7hGNwSlFd8fLZv7FUn45o9ScsdVSRKsxcZmoisCOII4KLMlqMOYAZp6w4dVxmDWEeevQeVWODuQqWm6FHUmiuiNoHUgWoRxn9GWw4aX2Tp/V1/2SXzjuZxl1ZHI8oSwGMnp/vCnvdUeJSuo/d+E4LBy73tCuufY6XPjBj+KdbzsO9/qbJ2L79p1V29SdU75OnYUlNITmrEl22BVad8jNDsaFZ7xMnYYXvB7iTfHW6h6GcEKyDcAYN3xJFXx7x/V40qc+AC8HwNMqGncAGrcFjduCqb8FGreCSbuGScv405sRXvBrE1y+U3DEtyNkCngP7N8AzzzI4yFbgLdcPccV6z18jPAhwnGE5w242OGWrcPDb/2LQN/hkq9eq4JVMWSaSBHOUCKkWiODGWk5jSCY4zC3wug5M7qokCaFKEWDKCmUkU3kkU0pvRCwJqchtW01dKuIx377bcGd/uB3cYtb3dGchk3GURpD6bMLcMHxuFp+7DuhqnTUY7aOUI/XnNFnBkfFVjXQKLFjsLSMHLZsBI/nVx3oQIkGpkAAASIqJqvGnJ0b7d8dQ5wDRR7om+bvITbaVMsaUKJ0NSdCqLBTjqlra6whGdgvZRVc0CiQD6YenSubNdOQ4E4pqxAMApW1G8ZYWsnCpLnpU6DbV/E/C4ow85L7XOw/yhsNVQs8LxnrhmgZ7Bv1/rM4VqrwySbfPzxuhHJ0fQOoGoqWvl/ubncDu04f1t5aVQFmf5V21bQaPOGlb34j4B3e+4rjcL9/+gd888rvq4Og8XYVHjPHwYPVcfAM7wXOCbzTQmafxNzAaKCqno2rHAfbLxpSlhifnApSozkZRV5UTM7VgigiYItIJviSE3MYRMxx0CNl7diMbTbGHc8CtwFgRqCNiNg60LpDaAWyldFMBa51iO0UPa2hdwfCYw3Afkqe+WtAe80BmOxw8HItHAQrvBMTIVV6Xo+YdoyDftJj2gluujNgvy5ivy7iwJmgiVrbQCyIvYCjcnbHqBuoi1akmrGLCvWA1Q4Vx4EQDIgTAUTZtxyHmIozCejJoQfQkUMHUx22ESTSANLqLKkWfMlQFjOWhQzcpsZ2Ec4JNrtiCstUG2WKsCFfqyy2WHBMkF18m1RUMMWAOQ+PPwwPutfd4BqHg296AM569VF42D8cgU994YsIFlFxFtybg9E5MUeBMGeH6whYI8I6PCZCOBAe+8NjAsH+ZPkXCpiQq8KORp+XC6GHixoEloOhjPFmsQyP/Zpo2Uh2AHtAHEEaQLwyJm2QFm9vI2AdwHUt4ZqJOg7XrXpsbz1mrsF64xHEYR5J2Z0YiKxZEE6EAyQQZ+xToroJlOsfOEep9VfUufo0AHy1eFdtkDm/693ICvzEmd4GlwJ6KeuIJMxwHNYe7h3HONpV6yqMj+qNMSNSvo4M9xMh/O1Dn4lzz3wt3vv2N+Jef/NE7Ni+c0lhdHppOP5zkFoERHGYGSLBLW92U1x41tG45NOX4clHHGtwC1/qUUSLQRMrHpFAWq971ISgm4YDxSpKausg+TnINyDv4dxGKZGXiEuuFjyja3FtBNg7TIOxjjng9dcJbtoA18zW4SXAcQ/HCjkCzYHQ4Uc7O5xx6bV4+O/8Lmi2Ax+/7AuQvlcRuhg0q8jqSERjVyMBiKOOIwICegRhzGJEFyM2QsSO0KMLHTaiFkWrEyFKMpMg3yKIJuqpQzPRsCZqg6F6Q2IKu/Mf/h76vsds1m1Czz2yIWpDdTBGaMn5exZR3XuPZdFoWjLOx39viJOe3nJVjFMWk5sLxeWVYToKkA6cOkG17htFNUENcYeSsSMUIgiKNue6olbtfZmHyTiWlH1YFiRLa+nchOLmOQRWsvuhrLvJwY1WRxGDOQphSLlaKMHy/iv5dfttpLIAGWJK47E6aPglfS1L+l6W9PPSjsyxjOXXGF9r98eNFIDD4CYWifNG59Cy96rBNw4YpH9XtQ0JM0qpqjkVQjulsTvqLSfB+wbnHfkqPPifD8N3r/y+MrRakW7DpPoLBDTERorJauZRMIdAsw0emklwBk+qMfoOBGcOhHdQx8OUpj1gGQr7m1R4s0lQ0SZS8gXTAJOMPRs7YY4NAx4VQ6fEUqr23DqBawTTnoEJIzYRK22Aox5T6uCogVC0ugqHdtsc020baGUOhxm28gxT2cDWrscBG3NMO8ZNdgas9IKbzAK2dowtvToQniMmvWoO9IERo8I4QrSfYH8bJsWdZ2YNZMMzBUv7RIsJyvCTfeVIToCpcYCJTAFWjUwxwFspp0/2zrJIcYq015RsyAYn5fEyXkCqf+8q4CSyOP2o/Ij8VIAfXfMTHHvKOTlKesU3v4UzXvVSPPbwF+Hyr3wNHoKfXHc9gvHdOyHMwAiitQ3mH2MVWu8xhToVDMIUxZgmOMvYJkpO0yCQ8ptqH6j+xflhp3I1X2KVcUj1edFqT9TJAzrS2obOEzpH6LxD3zgtknZk8DPKtXuSsg6UqBJKbYYQ4ZCbHYjH3v+uOPeDHy9+HMmSFH9t1Mig/6QUplRRtnrtpGoTrKNHowASV+mZveaoAwKSo1+73qrGDsKyqGqZC/N5jwc85Fk498zX4L1vfyMOve/jsTGb21emdjTlkEEks6qDECmF6Tb3fu7mN8WFZx2DSz71RTz58H8zdjQyDZRkXNFQPC7pabgkPscqSpVIMqBEGY4CXFZl6OD8DJ4YjiMcBzgwfrjdofGE1hOa6JTUwwEcI64VRsudZRl61ccBg9CBuIOLHa7ePsdbP3ERHnqnPwZ1HT5+6aVawyQWaUVQw4kSxs2cDyMS6CEIwthgRseStRy6KJhF0QwER/SsmYlYalsLDDWtk5JmeuU0ZNyS4K7/5w/x1tNeg7974uGYzWY3YryNjaM6BVcbW3vbPNmTYzNDCZsYk9UCukC5OUSCXHnVNfjN290Gv3+H2+Mzn79MT2GFhEsNmBhcm7KPPby9JXvceEEXE94hi94bc0WGmBrDGZlRId4ggSlr4UxMtZqvImNIm7MsvmnnSGeVc+Y4SF/GIJfaCJGqUJujZRqU0GBQ0F1nzwZZx6o6OjsPUHFOLq8t9tUyZw/Da40do8Gx63USmcx5dN0bcPz0jgPVAwJLbn6THz3+9+BjVK6d91eBWfka0WutsGCiMs/UGO2qc8oe5DxeddrpaF2Lt734FXjcCw7Hd773HUxZrKDZMsdOrMYhOQyimgzmMCRoUkOK+2wqp8ELaT2E07++EXjPaIkwsWzDCmkhdWsFoonJRRZlnwxjZ4WwGf7gzOaooE5sEIkugb+BZk5gD9CMwR6IkwjfBMD3YD9HSy16N1M9imYN+61M0JLD9Jp1rF27E1PZiQY7cSDvxKrsxP6hw026OVZ6wcHbI6ZBcNOZYEsvWI0BW/oexAzf9wAz5oHRszkOojoVZJPHW0GuE87zMlpRKVsEN0A58yPICl733Ov9nz5SxiFCoS09gACPXhoENIhio8mKJnXEp4LnFO1EBWOSKhKb+IHCoEgsW9JVFHYYK6iUNavzpdo8B+t6xvna+0sCGKefdyEcCGe+6ig0jUJsPnTRJXjq81+Eruv13iWYhgnQgbFh8KNWHGZosAOCKQjr4jABsAaHVWrgha1gmszxTlk/BkvKPFTiX2LtnTQZqIKYUqkkChYI7q2Yed0RdjrVa7i2Iex0hG0N4fqpQ+cIO6Yt1tsGHTw6aiz7RRpUYoCjQu50ofeGpdUq6UNuvj/e+fJn4qP/9WUcc8Z7IL5kHMqOyvq5yigt6gWxWh8Lnrt+yHjTT/1f05MmrzuxfOxVx2gz3CUV5rLo17Io3OJgnc87POChz8KX/+t8/PEf/R4+9O8fHzko9ZzhBYcGhr9PsIBDbnlTXPi2V+OST38BT37uq8yg8dmyKcZUpTadv0FKH9V4aMs2uARoJFYxUIogVqVbZ/SoHmyQV81eN2KOAwk8R3hmNNyr4xCDojhElNNMepB0oDDHj6/bibf+3w/joX96NyBEfPzTn4MkNhrL5QklzHfZndQFYfQQzETQsWAe9W/Hgp4FPWttQ2TOWg45Wz5EcJQeGCxRZQw88QkPw7GvPxVnnf2e0chYNH5LqfTuxtIyI+r/l476N1brhozm2tLA7bANL7r4szjyqONwwbvehLvd85H4wuVfLZEX5KWrqjWtOzJNNC7v198hRbcDZitkvGksgpfi6oyFWUu0oSnu6CFOg8UZfkJN1kbKNZQD+A+Z+nQajTPbVzuDKnWlNqKuTxPJ6s+S6hzqeZwGeVo36rkuNbVwClDARERd9fv2YFzmQNpmn1m0rYfFA2P4ryxxHlAFNHd/3Mgah/GXjDeHTV7f7Kj3gYUBisJQ4dXjJFf+piLoRKb6mtNPRwPCm488Gk884nm48jvfNpgZlUf+d6FAdaYG7QaPVOysn0vGsZMsJ1E9xIqtpXpefhLb7TNK8DDh8XLQi2jQJJS7WjKshaCed6a1DLYZOdbfwVFT19TBuw0wAfu1O3HUvffDZ787ww9/fC1a3okpb6DFHKvcY00C1kLEWsdYCfpQZiTBhJWFqrG6DGfRMy/qNGh6m3KQtCLe1LayKC3b4pHqABL0IzE275XQ7E2O5OQwqSEbDKIU4BFEFYcZzqJuSUk5VPMgGR8uh/tFkmORNvBYb71VgLle+Etkniy7NeSMxoD3vyxDNac5L53PZM7Fqee9D2e+9wPwBGxZmeL0V78Mrz/qX/DE570Q8xCMPEMpF+eImMIhQNDAYQZgB4AVOMxBmIjDVnLYCkIDxhpYS8UFmFh2r5GyjCXoRtp0EqgpB3xo6JAHs+8jAXOTWNjpge2N/vu6lrDTE7a1HtsmHp0j7Jy02PAtAhx68Yis/RlFiQaYyWqNUvRKN7xDbnog3vHyp+Cjl16O5xx3OtgVVSKJVncSk4FqOgFwxlSS4EqhYgcJi05DNm5T9B3DvpLShTnQtVdPpGVEgVWUjErPD9/HaOMcMial97XwnozhaAyVkMrwpLLqJOgEIauv/9wtDsL7z/43fOyTn8dTnvtKyzLZfVpBNEjUSDHIUsquKtW0RSaD19HqlQTDWVWPEyhZhzRadycBjZuh4Q4tEyYhoCXGqqGdpgRMWxUnbR2jYVHH2yBKLkRrOgssmfItcQ/hiKuvuxpnfvB8POTP7wF0PS759CfBHBU66xgBIe9H7CLYCaLXLEMPwUaI6PuIecfY6AP6vsd6mKtqtGUcomUdAkuuD2JjVSqUrKnqQQZGEQG4xc0Pxn/858eLwzXs2sqJTsbq2Iiq+5mXVGDXJtSeG0p7xzHOLGAX/x69tUe+kp70mtedgt///d/GA//mHvjCS14zjKKn8VU3IVCxvy0RZ8ybU6Xcjup6bEZUDszUc92iIdQbcYStpUQK/2XTjDCLY2Cw57+umuNpve1LnYMUWGiCyw1w4lzTrEqVSivjrzjD6TsXh5dQmpdUguOD5r8hVNqjTs2fHY+RZZmM0t/FedjjQQLcKMdhofiv3KxYseLiMYoW1Y5FvVemcWEZKGpIMwweoKlTrYaUcfAe1LRw5NG4CTwcptKgjQ4nnHY6VgC88cij8OznHY7vffe7mMDBg+DZoyVvKs8q0OYRDc6kYmUOgglpVqERhd24qJFR5wmNV2eiZVWYbkWLr70IJhSM6pWVGjIZOilKSgD7VLwJRC+mxJ5S+PV/CQ8Laz+fnRdiS39BMdZN6MFe0PqdmPgGoBkmHtiysoZ/uv8v4fod2/Dyd34WW2QbWp5jv/gTTLjDwXEDW7nH/iHgJiFgEhj7b0RMomC/QJhGYMoRq5EN/5rSd4KG1bgSHt6zGkYJA2xUf2k5EMWRB7ToMVGmG3Mg9pVjEOClqjBaKMOXyvpRR/2rgqa8CNdh42TMSGVQ7mZjyE/Hi89o8UhRnfr9vFbXESqqjCxdYPoQEUQwn3d48DOeh7cdezROe83L8bnLvgRHhEs+/Tlc+rnP5xqEHhECQWcOA0SwIQ7RsnfeahmSZJraO9puTSX+5ZJ4L5Exs5SMQ6DiWsVsL+eKEMwS8R5p1qFzwKxxmHmDJ3mvCtGuAbvGahlcLoRO+yQsQ5S1GQQ45CYH4u0vfzIuuvQKPOe4M3TToWptTIs51UaQVO3q8lgQ03gfL96FacpeqPtqQMO6t9tD1TgcRyLHZ8oI9EpYsiFWz6s6iNXVVbzjrNfi69/4Dj728c8uic4NryNQ6OZwfxUccvOb4v1vPxYf++Tn8eTnvHwkp1FlFSThKmLVT7bmMRtGLmWgkhOcAktJ/0f3oIYiGp6jEY9WCC0HTMCYgDEl0odIdhxaZmXCS7UNkctwcGSFpFrwKRJBEnD1T67GmRe+Cw+5+30gEnHRpz6uNQhGLsAkWiNkul2BGHMwgog6CDGit79dZIUmDR5SOQpVIbSUVXBg1KV2JOD1r30xbn6zm+Cd59Uq0VXfVcNnOLx3ZfTQLt7f6ybJDTjGtWzL5lZ1LAQcdu18X3fd9TjogP2LYV9fL1GwuuSU27j34/sZCSzmyGiCUlYQI3aAs2CKS8QRPAyqkIP4poi9UaOZB2ry5fX2K6KQEZW1/lXhN5FsjehuIrHC1iUnIZqQmxTBz5AcKSnjclyalrfxCmqybLwtFo7YqWkNHI/28Xge7Q2VI50cgnQdGn/HYMCMxtFujp9BjcP4Ncob93D5X5ZSqd4CcjSn0swy0aUU1q/D+1W2wSJMdcYhKYifdNrpcCz416OOwnMPfz5++J3v6zlk2QMipQ11Jk4GEypLRBigUabCsg+cnlMmzPAj6lZH5cFiccMMUab8G+NQJ2xhgxtTTZPdV9qGNNpvdHwuCdWZKU6ELdMez3v4nXD9+gaOevtnIHEdE9qBVnqs9BuYSMBqCFhjxlpgrPaMSWRMI6ONVhfCpHoWmRZSJ6PPIPCy4TuU35Aw+2LGWBq8KZfDcGpok8vKovvKYWL2mAPYEIVczcWhg0cvToWZAN1EzYjW2J1lHxLcAT5nHBQ6YNHKBF8b0K6mDaJyPFBPrbRQLousVe/lOVdv3kMmM8oLO5DNaFJDd9vODTz4GYfjmY95CLZu2YJp2+ANR78Iz33JUfjPiz+mRe4S4ckhSsQcHq14zCWihcMWELaKQwvG/iSYQLAiWlTdCBDgjDhNMCWlmUzGvDoOLm8rwRzxnliz6lZLE0WLoAOA7Q64vtWahmtXPDZaj42mxfZ2BZE8Zm6KOTWIEIQgavOZQSXkwN5rfUP0AHscctP9cO7Rj8NFl34Nz3nd2cM+yXM8OWXGBFL1SWLY0h7xJl23JFqXLghUMMbamSzzURLVVLRsx153LLmn5DRnZ3a8MY6ilAsfHgaj7n2Pu+Ku/+dOuMOd7ovZbJZrxRZKg9KGnV8v8+qQm98UH3jn6/CxT16KJ//D0UVfrLJO9GOF3KBcXApkgp0u7n1amyk7DuQ0M+KdBp08qWhmE2aYkMOEHFYQMRHGKgVMibBCDtOgJB6tC5gIa00dB61JYM4BdmkcxKsLzxzAwiAJgERcfe2P8dZ3n4OH3udvwcL4j09/zOYSqQPhgOAc2EX0xOig4m7zGNCFgC70mAdzHpgtw6DZBmbWh7Ep5aLo2oGwOi+pnIc/+9M/wr3udTf84R/fF1de+aNqD5Tqeen3wtlYr3EjzyIHZMoaNhhKA2XyfeGofuNmhiiq14lGp4ydhvHryNc//a3n4X3vOhmfvfRLOPm0d2RDWfIWUKU0q4To0Myro+pL5nWaTynTMCBCSNEiNoaztJ7q/BIy8hVyRpVcOUbjLAAwUMom9JrZpxKkU2iTZRiQ4Ej2ehxBDWOCNFbQ3pFdZJcdMaaPx9sowrPQV8vGp4zacbE/dz+ix/2wbI7t+riROg7j2xkbu+OfQKOnQ6nyTBDjLYqeqFcTM4W3vw6ZScl5B2+K0BNSaNAUjAmUZ74F4bQz3oopebziqKPwgsNfiCu/+wNVShYPYocmejgmtOLhnVPIhGmVTNhSyuK0tsFqJZwAba91Dq04NBGq2sxFMTlBnWBwpYw7c6TOhHNa7OMJcKWmwRrThLKSd+2yZkpDPsN8IgjR0hjsAB+VP9vTDI0jTFa24NmPviu2r2/HsWd/EFNmTLjHlGeYMOOgrsOUBQf3EftFxpbIOCAENCxY7SO8AK0kZ0q9clW/1snccNJpsPS8aW9DUgjCZwVRB0ZPUes0DMbD4sGSnAeA92DY7y1HrP4qK1RyFAodqzpDhZCwhCNGhr9FnwvefUSNM4gWbbY6jLMNm22Mi4VRdTQiB/cWIr3DKMf29XW89LiT4Jyyjn3kkkvwmn8+As878mX4z4s+hgDNEHTmfEeDLqnugrOpLWjNrQIBjSh1apuoaWFQPynR/1Qbw6XcDWxUq2xgsPTYsKT0OumjM+rVWeMwbzx63yKSQ6DGONQELBplyjAoso2NEmyI8Kh7/hG+8f2rcdix79AWdJtwx2foLg/F3LKxWj0GNQz1pkIVlTOWnDNMjW+aDP4fP8qGPrAn7AkNzhuahfqhOgq35NIEnPOOC/Fnf/qHeMfZx+Eud3sofmKaDmL1N9rGsVgVlsVKkZufu8XN8IHz3oCPfeLzeNI/HFVdv1ZwF8265mJQK7wkLdZUhXifBUeoc6AYQY7hHMGTQ+M8Gg80iGh9h6koJHQNM0yIsEYeayyYgLEVHSYErBhcqSFgQhEtODO9piZjjvq0AcRHSBMQ0YNNHRrMIGZc/ZPv4/R3nY6H3fdhiIj4yKcvRnCC4AXRC3ofER2jA9BFoA+CWcfoO0bfM+bR9OSYjJVSleVVYd4cB+YFkeCSfEgOmDoQK6tT/OAHV+H7P7hq04jocDZUAZQ84GtHbmGklTG2WVR+rz92NbErh2KX8dol16iNdRvUn/jU53HfBz4J7337CfjM5y7DpV/8cglQ5IyDQsQTdNyMnIq8QYbXrwuBhZT6jjxEfMb9E4yVLgv/pklmRro4gwk6o72u+rSqzSnfZdkLKe8VHsdgb5lophjDkyjjGER0kKctOyTWOmO/S9CnHOmvmJYy+klK8GN0H8v267TqlfBE/TcFF6V4azQ+BwuU7wMh5rIhjZyHet7s/rjROg7lWPalsuS90aSu905XUl7J7iRv7ElNep4Mba1R07Vahd28h0luMRohNCCFJYFw5mlvg4fDkUe/GC963ktw5Xd/CAev2QlWM8bDaQEaoGrSBlkiARpxcKJI/YbVkG6dZiFa2HczKqfBfk6eP8VgcGleOck8847IoH46eJI6KElxHrxL3a8GTCKvJIgKZjHgonLrO+7hQLjn3f4cfT/DcWefDRciVgFMQ8Rq6DFlYP+ZahPt3zO2RsFa1KyDF8E0Wp1G4geSOp2nDgPMqSARK+Imy4YkJUdfkbxolI0humDAFQcCiQ5931nMOxvKHQgz8ehAmm2Ah3KllKUqYyjtkRZpzS4k5eQ6xxmrTEOa7LXKJ5VNs2bQGRik6bXxZlEvNjI6T18Xqnmj66uRGXDq/BJES4+I8O8XX4LDXvJSvOpf/tmK1coRQ8RJrzsJ//nujwAgdHDYENXwcOY89GCtixCNfk4A1YJAlWCRVFOi0fq+EhydWwsrHa5uCztFOWN2grBdHHoh7JAWc2nQyRQdVhDhEKRBhFexqijgqEJqHAGwN5VvTYsLeXjf4ls//IlR7cbMi5+L5iJnI3Nx/SNr47T5hJKWp7qmBbaZVLt/vTlWEJBS8IGCx92rjs2inPUGsNl5m7oLw89ZdPspz3wxvnzp+/D7v3d7fOgjH1v8rqVBLeCQWxyMD7zreHzsE5fiSc96WQW5HX1zDUlLUcSUCbI5TQlTzSaMaUxFORMNgXcGNZKARgQtGBPWoNeUHKYsmIhgih4TEkxICQYaC441BvXzrJlBXQqi1ZIBIhFslVeRlTabOZpmQ8SPrrkSp7zzVDzq/o8EQ/D+z34UTKLoKicIpPnRnjULF4IgRFbIYpRcxxDTqiZFA4KzPgQGDEq1bnTNYjnsz0W7YRjqGEVL80fGc23ZNfflYw9/Q24GGbbR4KiNeIzWFz0uuvjT+PZ3f4CbHXzQEPLD5fxc95PsnFSvMO7DBKnIe5PPDHWoasZA0LU0CfmNRdOywpUzAggy8c1kTtaaFKTFnwOj3YJyiSs+Qeg4lcRwhigNHIe6tiGyzaFx/QzKOTVOGfWAx/CR26ha42RXayGGASaMTx05A/ltyUNC0ncsXGbP58jPNOOw/JUlN0PVwKYR/KjKPKRxZYFrcxqSwGqCJxEq30IZJ4x8qRXNBqgmp8fZp52LBh4vPPoFeNnhL8NV37vSWJIU4NSwR0NeF2NSGE6GJklRkXZWG+dZi6qVDSZp/XAptq5+FlCNZSKDtquRzealOzshzWO2jEOCVBE7yz66PO5Me9aQEBYPTdkOYaxNJ/j6t78FH2eYWHZgJTDWuohJBPabe0wYWOuBlQhMI6G1Og7PLgOKclbXFg6n/KPwFil3JpIEMaCYpCJSl+e+Kmy7bJgmJjZmLnR9P/2A/G8/OpvASmjrMBePuTRaXGv1GplVhGLlQJQNFUnPIUciqoyDORg00AAwLv/kfcJEcSR5Z1IW1lQkubiCVZtJDVFapjWX3ihLG5G5hka96onROB2VH73kY7jHgx6E/de2YGpjtxWHX7zVL+B5LzocXgQfefcHNYMgLuvhNFaPMLPnc6jqdAvBClFW9YWNk5hJJxNcSTAzve0ODnNxCALsTJkHAXYKIYjDukzRS4NeppjLKhguF7czR8QQIQHg6LQgWhpI5ktrSsQCDiKtprSj9Vdk60opDAj5qHQ8cuaBjRIzWs4kWGE85xleCqtR+rEuAKwxufbdA1aRveIo+8BiYXR6v9706s1TrPCxOn1TQ0j38+3bd+I3fv1X8aEPX6zv1m2Xv64oqB9yi5vig+96Iy7++H/hyc860oa+r2iU2fjhNeqpNZpS/R5zGkz5WaemOQ1Bs61eIhoKaFxAiw4T6dAKsMKMFWGsEGNrjJiCsVUi1pgwFWBNCBOKmFLECgQNlOI4BcZIJrnNIoIa8V4FOdlHBOoQWRTTF3qAtU4BIrjyxz/ACW9/Mx7/N49B7yLO//xHERqHuRMEMOaR0XWMMBPMNgRhI6Kb9+hCjxACeommDG01bJZxiAblSM5ELopO0KXRiBg6CcvGQIq2jt9LG9MyulVU690yY2wzR2NvP6pC410ae2OnYfxblxmg1TojDldddTUe9sD74CP/9xKwVDSig8tY5o5tWZSqi3JXDSLElcNQa9zoOKERZHb80zPHtkuGRRGMKzTPIyNb6gvYfpugSpKUqyvnIIQBPKm8h+JUSBxG8JNzkJbuWlEa1VBcFsNb6A8ajelxP1fnLnjfm4/pmhpluJ7eMMf6Z+g4bPbFy35EXVAzpiYyL4Ds7rxClahFZlQiq21wpBClhkipUEkdhikSd7zDijRwcJighQPhHWe8E44cnn/U83HMES/Hld+9Eg17ODi00qAhD9WVU+O/kQgSyXoEXpQKzzHQBDWeWhY0VGAXzmglSYr8hDaFGsyOyJiTNGtAonUWYqxNaT0gKMc9iW5G3rkK2lWl9s1hEKmaUVQpe78ta7huxzZskRmmUdBEYHUu2LrBmESHAzccJkzYLxBWIzARwtQcBm/34CgoXaBNDGIBBcuCZNiJRajJQbgxN6EBxMOS54bi9rYwaGE4R7ENx5R/96GFvNCxmngdEeJAv2Fx4SuBgdGCs5AVqA4aL7rL2CfqzYRGi279bxquZNWCsbzla0WR8pzq6QqggeqKtAB2Xr8Ns+u2YSrOnGmHa79/FV7ynH/GC175Yhzy84fguquuhmPgc//34+iuva4qqNY8S2vfzhURRbaZSTMSYo5Dyi7MrcxtDocOTl8TzTB3TOhZ1clDdFoQTR7sHJiM1UvIhLEchEXpVzkV9y/b6DCMokn1yK8XY6eYSynrFOucti3rmxXCjzeVTTYhcyRoMZS7lxzlptP/S3B0FKWsnw8M/7HBRwuj97AjjsG5b/03XH31tTjz7POriFtiryuY6kNucTA++O4TcfEn/gtPeuaLM1Uy1ZivnAEe8babwZEY5UpUsWKYq4JJXhgeAQ16NOjQQjCRgBURrICxCnUi1hCxxsBUgFV2mEDrgFZJMw0TIiMYGOLYI5RSlVkZkZjVzSYRxKjrLbOy4iXGqSuv/iHe8PY34Ul/83cIHnj3ZR9VglYRxBAROkbooj76iBiCPmK0LIYVRXPNnGRZjyz4lljlaocX+ZXNDah66NCSMbAsKrvUul3ymX1nr9GjXnOWvJUjk5t8dmmU2Y48/+r2YTzysc/Ghy48DSce91I8/qlHqPNQGdsZfiliwcKk4Dx27qi6b6oCIlSNBxlO5QUl8DT3zGDnxLjEZVnG6Gvy8uFsnJFJiNoanE7MBdDmVIQ4dCYYGcaU/0rdH9W4HjRqcR4ostae1di92pvI2em63YbG/sJaueBIb9a5wzjgwj3m9/ZsTvwMoUr1sWxCV28tPEa1DkvspPJQ4zSz9xCZ/kL561CgR97Kpb3BKzwB5535DngiPOdlz8Ornv8KXP2dH5sfU0Sp8qpvBTBClWiQ/c21j5JMxVTXUFBXtcOdSuM4DwJjRoIaKGTbaNrgUC+0aTk0PK5gCOop31UKlP/iz/8Cv/ALv4gLPvA+TGLENAJtBFaiFJrVKGgj0AaB56T5RQMpjdpwFUEpwrTJk4wUGnWepAjrKNBXmMxsO7cJM44b7e3Hutd+nInDBhrMRTUAejQaFZeScWCzfFMEUyRh5kvkshjyMoQb5urMxrxoUx0kMuiYRUcSPnOwsfCo4L58F5WBWc2tGmtfxj+ZgFxSVneWEfAAJvBYNcLdFTNwkmZKzuixw3cuvRyv+Pt/xj0f8te41a1+Hgfc5ED8xd/eE//61H/C9qt/gkiC3mIIHWkWL6m+59tLGQdKjgOht7qIDXNAZ+LRsUcgwiyaVohlM7h3mMsEoWkQmxb9pAWTQ0h9FQg8Y3UcOtJkgHiAmxzJEGoKdpYaxcyyM8GghN91RXl1QHnXW81EtKL4qFSDYOMVD8NgElB2REnwJiw8xCbWGO69dx3LQm6LbkC9cdLgtWWhuvR6zeDC+Mi/X4KnPONf8OIXPhNnnn1+1QeVE0CEnzvk5vjAu0/ExR9PTkNxwDVhx/UqXihE62QeUy4apWRQSNofTPBNCh1EIxFelE+uFcGEHaYQzTpA1ImQiFURTAVYYY+J1d1NwVbjUMg46oJjT6oFxN6i/yQQ0oxkjDDWo1SXlnnD8MNrfojXvvtEPOM+j0f0hHMu+3cVcYuM2KvTELuoz0M0pyHq+6bjUyBKQ0alXAidMPIDh0ywsjLFk5/4MHzjm98d9rOMbWRZGAWL42s8NsbjandO+d58pIDBeOdHiTTuyecHx7LoQzmuvOrH+PNDH4EPXWDOw9OOAHOsJm3lbOwy8l0ZtyNjl6jADPPliC1QU60OVDksMBggqBQ0j78qLwtk62ayYcLwfoVKhjg7BynLkFiRaodBFput2rsX2jKdz6PP7mkxWkYO7OqonYyfNmi05/Pg/02Nw4LnUnk0ySJNDkHteLoCQ7KwPdBIVokm50DUmAPQwJNmCSbwaMRhwh4NHKbUYEIOU/GYooGHQ2spZPKaCnvPWW+HJ+AfXnoYjnv+a/Cj7/4IjjwctQWOJwx2iQpV1TWzBrQNBCLAi4q9JahUMvFclpygykBTmIWAIKwpNyFnrxmMCVCMu00otp3OJWEVm3hCxvqCxLiSmpFw17+6O37nD/8Qp7/+OPQ/vgoHAVjrgGkAVubA2gbQRoetc4eGCauRMBGy2hCXu0onhLOf68CijCHMsWzVFX1sStdDnAXdNNYURUoUC7rRlDloYl77GFQpWCopCKEXhwCHQNpG6lvRaBkpDtVSBU+UwFB6PiygNdwekVLWEQ0XoFRQk0N4xcksU7KKXFRPaFf3lCMcUom4K2SisVqEqZIEYzU7DkqxmnSvE9PWt754BY474ig1sgA85ohn4B+POxKvfMoR2HHNtVVQzNTdRYbKBpQcMb2tTgg9qWbEhtWVzMVhDo8ohJmoU9Az0AUlJOg7j8j2QMk4sMAyDh4SuXDsoso4ZJgSSl9atiJnG8qkHDSjamhw1Z6coUopA0FJtXQhglJtcgu86lU8o47e7VVHbcwl969+bxhlW/x02RApn19HldLHy2+/5trrs2DhwK5IhdCH3KI4Dc940WJkL623SJu/9YNxzosz7ZrEC+xY/b6gBkfKJHvp0aBBA4cJBbTOY0oBU/SYCmMLC7YwY00Y+wmwIsBWIawBmIhglSNaIUyFtDgagonylpntFrPNQ54hJJk0I5D+Dp8NFyW26EjF2hwkQz2+d92VeOWFJ+LZhz4eHSLe9pkPI+x0COsBcWdEv9EjzALCXAaORAyaeQiWcaidh8KqVNiVxmP0lJOPwdata3jII55uUanKUKxG/wBuNoysjMbOYAEt/bcwtPYVhyEdS34XsMRxxuj99LGxw1EtHrRsDur5V175I/z5oY/Ehy44FUe/+Dk47J+OHjWdVNdPcOS0L9VORdpjElQpfXSwgJXa6kxigJItSfSVqFC96buT8GatkZC1wEoQB4mGNdVWMJmjAFCI+jzad9cKo7XjsNDEaWyP9lcx2Cgn3vZFaaal/VSv53mPTu1cr3fDPaaMDMq7SLk/LOzxxUK5YWiPG+847NF3LfH0B/sijf4uebhSlKkYa5chMk60ONolRWdxOdfgE/UqUS5KVmgP4T1nnQcSwtNe9iyc+ZozEHZGePJ6LQiu/Pp3gT6amuBorhm+O0ViScRun8rtjn4iLErqzNBwRj9adA/Ks1T4KhXTezIp0iFLxh6BcOd7HIrf/uM744zXHYfrfnQVWosSrwRSxyGoA9FGYBIZngkNK6zEZ6rXelIWhiCujJbaNlpgiMkecGXnVDbtwOFO2ZUlGdi9+ZiRGiVzNAikAIRIHkwjDYecMciDB6intbP8EcVRhk2NRImpVkSpQJNjBtQGpOSVlFKU0Qy0ZRtrLvzMLxXntt4+0sMbu1Fr9KjqJCA7DVsMlrTqGFMbQ23OyJFy5RvjFCrc8xlHvhaPOOIZeMlZx2F9+w4AwMXvuhD/fuq5eTzwYJZQFjIVCDpSKFLKKkQAHTl0xmzVp8S2b/DCZ/0dbn+7WwNE+Mn2dfzj68/CN66fQchBjNUsZQPgipBe4aE3Cr9BAEQLfohihhnp1KVKydQ+K1iCxU7F0aLZCIlLvLq0UVVk4TVFjfU/5Xu9EUGn/5fHYBjSYC5sctImx+I6Mz5+7ba/jDcdfyTe9OZzRp/T4+cOuTk+8J4TcfHHP4cnPeMlFbMSljQeDQ3P2nDIC1tVOJqzDep4EAkcsRZDO0FDgsYlaCtjIoypPVYYWAEwZTJ4ksJHVddBmQK91RX5uuDR1uaUi3Z52NjrIogsCEhwqcIOmANlTvC966/EUR88Ec/7i79D7AWn/ef7IZ2AewGHCA6MGIxAgDkz5hVY0qhJqqzDst0KENzlf/8B7n2/x2L7th21Rvymw2epQ32jjr1xstyQY0+MsBvyGxfH/5VX/Rgvfunr8LQnP7zM34UtX8wpl6GBKuPny+a8DJcD2exvPdcqazmTE1SOA6E4+/XnUUONxII+ttanrEBdn1AP6Hotr6iZF2+UStliKq7m8nHUqI2lzb/Uo9hFX222jg5nzfCV8Vzc8+OndxyW0kCNv3x0q0udhdoxsNdTuL4hpV1tnGUbHBw1IHLwFsFp4THhVp/TBA08vGvhrWw3lUw0jtVxSLoPBhO68G3vAQWHBz39IQVqQ8B0ZYLvXPEdvP3lp4C7TjGhTMZ2Y0OlLvLKQlkYwIXKNCnQKisTzvUMXhw8ucF4Yihm3hCqqYbPNqJhO6ZCawC40z0PxW/+8Z3xzle/Hhs/vBJbIVgVRiOCrXNgGgiTXrAyFzTssBrUcZhIa0XiiShTcfuSMwHRnLSkEAx4M+nYPtOIr0SztHaBSQlmeiNBYxNTpajXorTRAiCKC2w8e/OxTjp9OrSY00TZlFxjhbv1+HDVmEGlQGv89WT0c14pFOv5QeKAYMXmsQVSIWQqEMt/xdJ1UrFGJAMnLczJKyi1MpQp85JjXuZ2SQ6KGSyCKQnWoHU++5HHCghTAPtZofMaK7QoJQzTPIONpWCwjl5UVErAeOtLXoOL3/k++EmD1f224OHPfyaatsEFJ51h3582I82yaOmBmKmtGZ8AYM5k7EoKYUrF065pcOThT8MBB+yPF7zmLegxxV/88e/hLYc/EQ99+Zn41jXXq46IsyyRM+YZxLKRiFXqOB3bK1OvKW8fAA6AiyBm24uoKuYVExpK/RGsT4rCdOmrFI6ygzCgDUyzXLRyG+aBDTY1xa0nBdS955BqCxjuE7VzlMiYJannDJnEln6+3jiLY/6aY47AV7/2bbzkqDcsOBqHHHIwPvDeE3Hxxz+LJz3jxXZvLgeEzAQuQZzE156NheI4iNV86eKdlNPSKQoTdK4xpyGi8YLWARPnDJoE1c8RxhZhbBXVM9nCCllqIZiyV4pwY/BzBDQUs/EPW2NAPmsfRRLlUzIv22VbS9lgmpQkqbZdeIaQw3euvwovfM+JeNG9Ho9uPeLN55+POBfEuUGWerYsQ1SIEouJ65bgUg6cpLE4cmpTRu0Od/gN7Ld1C7Zt2zYgXC0NPDYrxtZqCsjwoP/L2FiGHcfiOfvMUdtd9rtyFB+jtkgHj37/ZnvsuLGH59/+t26L+bzTf9fENa5sKcOCNCl1YSnQRTXEBDbXuHx30nrKW1fyaqXaq9Jvq4IxFkjK3+usPZKIcEpPCGxth8F8U3TKoEhZwC05E1wNLft3okmXknEuQ9e+g6niaU+PKl1u2YvGN/jN290W//4fl2Tx1jq8B9S+xdhRrsc7jc5ZQulqDl96vYz8G+6E/9SOwzJeBCz8SxZfyg7DsiKAukjacD4e5jR4zTSQVjJ4UtegkQYNvDoM0lqGQUEUjtgeAueMD56suFqKxvGHzn0/Pnzuh9C4Kbxr4ZzD2tZVPPL5j8ADDnskznnlabmSPuUA1CYonZY3anKjn1spQZux6IwLyYkaUY6qrEPaqxJ8hxSjLZWjRWbwkTkRSVDuf9377rjdXf4Y5736Ddj2/aswjQr12MLRHAfCSgDaXjDpBZ5V5M0nSllpDHBidRii21I0dQGd7my1JCkOnDz3Qg+bW4nMcSBRvKxFxswzskh00fxYYD7Zy48E1lLFVdNuqBANkjni0yIzLmBOOPkU+uPhTk66AFHlZAym1oL9VE3+BfGfaoGj0UUG8xC2uAyXlLRHNEYc0IIUd02CqShcSesR9PmC42CbgFvgiiCIML79hS/b/iJ47VN/iGccdzRW1lbxjc9/qQTcE5MRpZoRIMBnte7e7LfgHAJ5sAP6FrjXoX+K/fffiie94FXYtj5HT1vwiS9+D50Q3nr4Q/HgV5yJb/1km/GQ15oNKItzglAIcK87/xoecrfb4+FHnllo/VA5AqjWtEH/VBsbJWYPLk7EwJkYdZ1Ul6kNorShoY6K7Y0HVTz7qSnHbkB5lod3qifIry4zAqv37Ocfdvgr8f7z34TDn/14HPXKE7Ixc8gtb4YPvvdNuPiSz+FJz/iXkhmqA2H1/VkmOX+tVIQCgy0w9UcwV7fKhgNG4uGNfMPleoUVEaylBwQrDlhhwQppzUPLwCQGnVtCaMkZq5/AO71ufQ+pVZI6eyMCYodgxhLbzG7teXCC1jtEl6n0ARZ858c/xBFnH48jH/AkhB093nTeu8G9MTXFAOZY1TXoQ6yYNDFVSnK0En59xKd1+9v/Oi54z5vxghf+K772tW+NnL8yjxZGtIz/UXfEEqOYNhsv2CQCvrcePBxvGBnRC8eoTcqk2sV3jNtR2+dZT3sUnvR3D8Gh939cOTXtUw6Z8ERfS4Gp5DD4ysPwowVtaAhnp2Ghj6vnOetQ6hHgbCnFcKlJ9zlYfvMlq0xEhiPV2YF6PR2v5XWJggz7JTkiA2hSgUSlaza+wRlveRUO2H8/vP6Np4NQLzSbdEd974MXxvNrybWWtujYVt+zufAzVI7ehTc7fmkQNKgoWD2pQ5pqGhpTu/FOH86DvNNaBNegcR5eGjSWcfDSKjxJGnMgkGlRPUsmb1JjRoFMBA/nzBnxBOfVWe37Oc44+lQ8/LmPxAMPezjOO/oUyGxumgWWM5CoRWZWLOqIKvpV/dGc6gVyVIBKgWx+mD51su3MMGISMGkhKKxAGwW1hcnqKu725EfjoJ+/pWUiCO995XHY/oOr0DKjCYxWBCtRjbhpx+pMBMEkmMPAYtkCzs5AMmh1/qjjEhJ3v0XT1flhuCywUpDsiuUeMsTkTISkyJRtMnlTMXtpX1nDAWxgCgDok3YDOQRHpc4qi8DloIiqa5MYradxB3lWuJLvtaI4ZSBIgGjl9qnQNtFs5iIxE4qTVMiZ5qUZQ+JHResGY0rf4Xg4F3PRv5INNMbcsmY1C1sAHGCR0ANAWBXVWdhKbPUOep5X190gE+o8sGnoMIBOFE4UIZibY8pWuHnN17+N1z/luXjAYU/Dbe/w2/pzURyevDlkx2MYY0nGEWweXfnjq/H0f3oVdmzMTCRGx+jRp10IbhucedhD8KBjz8K3rr8eEszwseCGGCYcrCKH9/yT2+O1z7wHHv+Ks3DRF75oO03idiqBAkk3UBlPZWdSA5Mo6th3JqhIteOQnAeXsxCSMX+xZBzErpHZTqz2ai/TcViY1gt7WnEipIqLLW6Q1d8FJ7gcX/zSV/FX9/w7vP/8NwEAjjrmTTjkljfDh953Ei6+5LN44tNfmD9fbqUUPhd9hoHc2PCcdMcjGEP6JRZS0u2NnLIAGlFHAxXWnIiy8k1ITLfEqMQhaEXQ2KPNukSS9xlv2YdME1vIY7OujmNBtPkXbGuNIMs4iOofpe21Fu6NwLeu+iGefeK/4ZWPewbCPOC4U8+GRKUeVoHESqthXMuAUbNYkAw56Ag85EH3xgXv/w+85tg3LxkcS8bKgvW3u2PJeVKiwvuOw2DHpkEBGU6oXPOW3h4ZopuqsKcjNbbaK03T4gWHPw2vP+EMfOZzl6Hg4Cr0QzauqDgNKWMoqn8zpD4aDI5hIGTJHeWBKXVmqao5MOprysQGUtbf/Nmx8zD6sgxZqqjNB3Ua5WZqp3g42FE+nwnzaAhVEqDxHme8+V9x61/5RfzlvR6Fa6+5brEviu886uHROrjgCBSba6EJlx6VzbCHx0/vOOyRg1J1zKCOYQmLkocVQQOYmBrh1Fm1sQd5D3IOrmngyKOhFg01aLlFiwm8eDQyMSYlE34TjUd6AF5UGK1hq4WAwp2IPOAavXZrxdMOcJ7QxznOesXJePBhj8H9n/covOflp4H6TmPrwnBRY/NZ9C0JKGZPCPbtlNyVgeNQzDzK4Z6Es2ZnQjzmOEjG8OmkmKxNcfd/eBJmO9fxwTeeAjBj+1VXo7tuu7IkGXNSy4KtUTehtZ6VkpUFbVRF7Fa8cozDw5kqb7RcAttm0xGhN7YpRZJpUR2DqlpcpwZimqQZesCmnmw4XPbmPBTBIDEBtJSB2FeOzqZPIC2KjuKG9Q0pasmVqmaGRCjPsFi2QRxbSL+zuZGu4rSInp1p4iRhsYSz5CoSVS8vrnLXMIosVAtPclBStq+CYrjEimTOwATAKgRbDHu9H0SZX6DFnOm8lLdqkZxNqycVNa9ZYEaQmcQ2ztgoCATA1d/8Dt7wlMM082Y1NtF5LWQmQ28REMRruwuhiwZPogY9tWAPzKdA9EBPCaJYNQMBR739wxAPvO0ZD8aDTjwL37zyGk205Q3WuMWZsXV1ijc894F47MtOxYc/dZmyIRGr00ChUksvDGnDnbDa8BIdK1mxnonpZYXoVD0OYxepMxi5z2XRadhraxzqcVgc1GL4l+2xFh5cVtCZDE9a8tn63C9+6av4y3s8Dh9430nYf//9cJ97/Zk6DU97odkDrjKqypo1MJyygjns3mI1B43cIoPpRIvbU/Teaus0/uXQuAYtNZiKwwoEazFiTYDVyFghpRBfIWAqgikzpqxr9YQDGiFzKFyeVUrmoffvLIPt09AgyxQLgViF3IQcGAqnm5IqAAcPNA2h8YD3XiG5USC9QOaCb/zwe3j6K16OY59zGLqdc7zuLWciZlYlU4euHsLRaFnr2oZhUiz9jTFibXWlWq/GBw2CSuVYRrc6Hmeo5ovYbjU+RTbJRuytx3InefDebtV/a+u5PreqwUtOle3lIfS47wOfjHefczy+8rVv4LS3nVe+ctB8NU04jfLUTXXNuq4LZS9Lc3uJbZlhUD7VlUmhroQMjfg8f6u0Q3o975P1G5XDUNOljtuMho5NqV+okXJ2vRw9rOlcpXIajjGn4ZG49trrUlSx7PmgAs0awI4krTRLxu14XNTjpcYQjI8bPv5/aseBljzbbbYhdT5Gg84W2QJPyhVgIO9MKdqBsgOR4pnG68KNka7af6KRmILZF3gTWPOO9LnRuGYHGcVRJicgxyAWhPkM57ziJDzosMfhPoc9AhcccyqoL1FZyhjzQUwqd5LkCZS0GygLuGXzgSgbRLHCcDNVlybCzX/1F3HbP/w9EICfu92tsX79Nnzw9W8B9wHEUedVVD2wJupzz/ZaCi4zVIdBxOBayW5M3O9sSsZiBr9lPpJeNUm+b0LlEAz83IqGL4HaJEXiZTCnhlnBPaGU23uO3un0ieJUD0BKhkHyWFd6xIHNaItYZlciKEuSE4AmJRsA9UYp4TUdQTwKR39eR1ImoURqqYS9iypPTddkWQexFFqGnooyxaQgUhOB1uoYpgSsgLAKQgt9vmKaKVPLTEwtauoMtlRP82hrfUHxm/ghFEqhaH4q67f9plgtfdmptZHmKlMyNXmivQQTfCoFMP+NSODJlEm5B0ePo8+5EPCCtz3hQXjga0/BN7btAIJAQq/1C6zjeTqZoG08/v3TlwIcQRSy8vewGr6KQtdFy+Mjb5CGAXdpg0KJ6qWNrg4yDa7NhSJ0TPe3Vx6VwUL1v2trYRc/oPp4qUMYOcPV9S67/Kv4y3s+Fu9/70k4/4L/wJOe/i9VX4yMA4MX1iSwKXtaL0x1nI8GGY8qU5ScB69MR+QkUxl7CBpWGFIjQMNsGTrKwqOe9dGwKNOd7Vc+IXoz4tdgnwaLSms6Ei04gGgF970wGmK0EDTm0HgTUHWOckyvhlhIBL727e/iiS86Ese/4AjEPuLfTji1Qosoa4zWMvAg26C3IQtOQzKu3nzKufjghafiqJcehsOPOHqTzl52jB3G8XMZnjPy3xft7712smxyUFkn0rHwEzZrm/qQJW25fAP+2te+hR/9+Brc/rd+bdMrbHqvyUGvax8wCnYMnBZZuET+vYSh0zDu9nxj9fWq1waBgio4IZVBkpcTGbSzSBXDr38G06iYWobORDZwgKZpcMbJ/4pb/8ovFKch3y8qAx9LBmplO286ZHc1lvfEuNozA+zGC8Dl37sLp2GhELpyGLzBkVpSy6Qh0Iqzvw3QJoeh0b/timYc4ioamaAJDVqeaESGlU50AlFsKIAp6aK8YhohE/Lw5NA4j8ZqHZzR0VEDUKMWtniN1EAE6Dbw7pefhPs+73G412GPwvtfdQpcDFYUx0BvJNlIhTdJqyE5CR6JxVsdAW/jSZ0Ehbh4RALmTrm3OycIxskNJ7jlrX8R93rW4/CNz34e3foGvvnZz+PzF3wE3ClcyvcMx4JJT2hM/XkSnaa5WdPdLqozlJEw9TBJbC5JrEcIUbTQN5jgFhHDWyQ82idj5mASOBPLI8NqJ/rVnrVIrxdCJ4Qggrkk1V9BL2JF1LL7gMledMzdCpDiJ+IsOylm8ArYJXGjKk0ZSAunRtSq5AninIUOKyy4M5o5qhaX2pgcpjdsIR+K/SQKRMowGAdQ0ELsxhbhxmCCAriojnETYPzxgi1Gtbo/EQ6wbML+Yo6DELaIGjarxjfvrAbCmeMJyy7MDP6Wij0jFK4R4RBECzpZBD0ZfAmEYI50MMchmiPNZjymNvHGZsOiTjoLgXuCS4EJcmBiiA9qeEWGhAgWwlHnvBNAh7Of9kg84KWvx7d+8COg71VpVwSIjMaK4RF2GlRIZ7mEpNtQCmSFrYhuCPiuRk+1GUgV7U4bYpKpz9ziqKJqXFEDqj65VBGtRC24dx0yepZMfhubCxG01K9pcy8sc8uvO/5bnJPLLv8abvtbf4WNjdloX+QcJS02JBVjs7YSbO7p7RS4RXZexjTjROY0CMgznGN4MBrRh7IkARMWNKy1CErnTfqcWZ0GBtrsNDh4kiy6WHjpzWEgB2KvcxdKy9pAwKT1eRNSNWgmRmuwSkUC6xxxFmxIYuYSDFsYBV/9xrfxqOe8AG955UsQu4BXv+GUTBxQVKG5RIxHyBNZ8v9vfOM7+MtDH4nPfvI9OPW0c3H5l79eWWTLDKj6oCWGVXo9rZ9F9HIpBJaq9WNfOGpK0RQYykZ1VVyX2mbpIjC2tuuGGekm2DlN6/CB89+CT3zyczj8n19h1010qhpgHISIchdWFN91BhU2wPJ9V2tj7STkv6RBlQxnT46Dy2vJwB6VWnOh+nnjJThHi5NhP1J9TiflOpvEtEflOyIVR1vGj+SIlELoM04+Rp2Gez+qchowghVRHv806Bc7XTYb+6PfSmMGv7qtxt7HMu9r8+NnpOOwG2tvsU2WOhGDSn3LPFCqbWh8yTiQB4llGkihS84yChleQWJwJTL4UjLhLVchCUpRKg+0QNeMdSqpOkAQZzOcf9TJeNQbjsBBt7oZtn3vSluQnFXLuyJoVj04aTZQgVwkByI5DpG8PYDoWKPydh9Cglve5hdwr2c+Bh9/x3tx+X9cbJHGCgrPAhdVDdRHypmGJqq6qGOl46NsXMji+CCUhUZg6bKSeWDSgmiuOIIWH8kI0O/IBnSdXRAxpqgy32qbZ19ayJkK5IyN+aoUyVchcFvsRWqDpCqStvoXIgchP5rkRtOaIEXOFrdkVDozVusISrrmoCmT02DXy+kFVxk9hTeXTKNEo6SWbBZCg6TfAJtfqfSNckK6MSeiTdt4wpwmpVubh2zNkyBvZAs4E+U9MSaYatJWsxHirC2djStKtRlCSoZgm5EzXQVnvwVGlCDgqh6dwJHw0nPfBQTGuc9/Mh7wL6/FN7f9QB0EEaxMHF592GNwyaVfRgidNbNtJ+IW4Lra5OUftDCyd7Fm1jzkg2NJhA5lfJXne+Phq5qnSh8hmZFjBkf7W7bPmtJzrN9QzlnYUO3PxsZseGp+vsjck/+ZDTGu3q83LCn3RZRh3alWj7wlEr0Ug19EnYfKWZiIw0RSXQOstkFbzDvRrdA5eAc0TunFtT7KG82xEocUuVOBF2X9EjAaihBiBIqYWBHzhAiBGd4LUrUfGaxJnYYIDgExmkI0M6742jfx8Kc9D6cfexS4Z7zq9aeAo1jWIWVVqWQZsgNRrYEj6+0b3/wOZrM5ptPJwHjJs6WuTJdR324aLa/Hx2hCDPDvuzG+9vqDhmN/l5HoXb5px7L3BSEEfOnyr+K3fvO2OPCA/XHtddeNTh0ZdfV0zMa/2RaJDAIYOQ3VBWnsOGAQ6SwxsdFkHvzE4fxfmol1I+dLZJgtXmiVkUc8zigMOdjzeU9+3EPxmEc8APvvvx927NipTsM11+26T6rbz0tPPn0Poqu7PeXGjfkbQce6B85C9jaXOQcGTWot4zBxIKtpoNYrBWszAZoW5BpQMwGRh3OrcPDwsoomTtBEjzY2GpkRhhddfFVj16ElNXYmFK18QqlaW1O+VdZXpWolYZBoRFj7vRTBCASYbYBDVOOJJP8EkAM7Dc6oEQe7Mml2gZR7n51Tph3yECIVC7O/vfNgAjoXFRrkGEKMQ259K9zzmY/CJ97xPlzx0UuURYMtcxAB36vTMOkiPAOT4NAywbNDw97S3lHT2BV1Y0opM3HFdOMMSiTqImQVYjW+UsEzE8AmfsZOnSNnGQsRIFpk1IJVKr7Fgl6ADoIgWk7aESGawBfDcLj70BoeGi2O1kwD2xoSwRINAm0ZFLZFilGyDYO9LzkPTRbdk1qnITkMjWUNxP49TolSJUiF8aatEUH1Hr3i8oUBaZJlbwXuCuVxTjDxjBVhTEUUiw1Vtm2hEVNvxfJOkoNO+VwP0TpvCDoSBKliQwIjMaAKkUPWjs6KpxkRhMCCDpqRcklEkB2IFPJGXDkPxinvReBtnLqgTm9Pigln0gBDdA5hbk6DA9xc8d5Hv+kMYH2Ot7/w6XjAP7wU3/z2D7DSNjj5yH/E2mqLhz7naCAkelSHjKVKEadoWQCJhYZViurPME+SsPHJiZOSaUh/UUF1M66PqyL5MowkbdR74RwaYnJrPqU60lXMgfGnZRkXPI033uG/B5Sqm9zV+LsH37GgBFsbSKPr1GyBuQ9LrQOZNpCBPzOE1njCMpFHolj1Rn+cHA7nBc6LMgKShcBMlJDEZwKC+jaS4eZIiS98omHNNX8K6aMcyHA5wiMcFYIUY3nOjC9//Rt48BOfjbOOPwbMgle+9qRqjUFV11D2mLqdbnqTg/Dylz0Xr/zXN+KrX/sWTj7xFfjBD67CV7/27V300ZL2Hvwd9/2yPq+gmwOFzX3pSJnn6v4XmmfkDKW+hYwUiOuakmT9jsd3iVg//DF/jzNP/Tcc/9qX4oGPeFoRumRzmGurvvp6/Zqa9KEKzUv93aOfkGs67XqOqwLs+jfL8DM1bV+tk5Ajk1VAjStoYX6tqh1ciEfUe679/mjXCcMas7ZtsTJt8bhHPhCHP/uJ+PvDXoLrr9+Oj178SWzbtmOhvQa9JhiN7frNsUO8uJIO/y3DzxN2P0/24LiRUKVNdqjN7mfsQKQVsqngSt5BK7Uc4BuQbwHXAm5qPNVTZUKSqdKvsteHCDwHMxosIkopIiponLPIaWOOg0EqSDAB2y0pTpRTdFNU3VksSi4A+o0ZbvXbt8UV3/9hHsdwBDaHIWQFRsqOg0IkHNiZzoFr1HFwqtUwdBy0EJpcwC1v/Qu459Mfjk++60J8+eJPZAE7ioqbdlHgg8BHQRvYHActAPeijoMzZyjX/aXag6wxwEYbyvZvqhwG/S0iVqxj0Ag18nymgi0aK6nAKBmColkFNpEugcFRFPoUkZ4nm2tfyjcA0U0AAGz/mVtVAheZ4iSxeSblMlMaTgtcxbhVFl6PUqWb5k2V2jX4QeGcNrwzVQZPXpPTk1htEK4qvNW/ZFUrRD0cMRqOmJBRrrLCkiYCNOJUaiV/hvLcmYgWdzameptMwaQgXkPknDWQswUxretq/GvBdA9Y9kr/BjL31jQbYPtLNLw1V8YZ2wW1tkHHa6JxjUKgXsc/Z5pxAUfg6DecAuoDzjnmcDz8H1+Cf37ao7FlZYqH/MO/YOesB1xTuMnFNpFI5ebzBsKDdqcqkkqV6nRVXDJaI0eQo5xO3yRSVz2nvW4mlXWRUvUuVeN9Yc/YzIlYcsnBC9jNxjg6PznmFbc8Dd7DcPMSv4jXzv1GEC/QKBaDWguEuSZTZzvpNb6fqMEFpfbBicGYkPenhgDvAd8IfMugJt1nA2GngYLgQUxwkSxIlERJNcPrbb2fQNdjJkLjopJcUMgk/IIWElVRUboe3HeIYQ4OHTh0kBggMeJLV3wdf/PoZ+Lct7wGMUQc828nFVXoNO4HsMqUbyMc/7ojcbtf/1V84ILT8IlP/hdue+tfxl/e81HYuXMj98nSPh8YU8uct/R6tf9mh6gMlqE6OFWv7QvH+D6zt7abQG49L8bXGDsLsjixhBBCxNvOOR/PeOqjqjatHNTU90lIJAk75GBGRTmNZKzL6Htrp6G+rRoBMtQhKN1t6rVpKmejZCS8Nvj5FUw0rUNcbre0bTq/gozmYNu4tkxwlzvfEe962/HYf/+tuOban+Ae93ssPvO5L9RFPkvaX4Yv5dOGfZZ9B6GF61AOloz7N0UV3egz4+e7sOlHx/8DOtbqnwPcp9EOpaLnxKBkTgM1LhdAq4PglRGeJ1qCKavqMNBUU7JhChda+GhK0ZwMBinFo+nLx8wcaa+iBBwyP4ZLZEhS9ITFjGAGC+HiY0/DXQ/7O8hsjm996CKk/EIOPOYJbBkHpx0m3oG9ZRwUdI3gyBwHxXELSd6XDrn1rXDvpz4Mn3jX+/GViz8OXytVR4CCOQ3mODRRtBCa2VSgGa1EOGG0wnCieNdKr8UiYMgDWtIEyphFnYUkahjqvCELNrAZYlrUmSA6ujYk4zeVrib8KyUJhzoZnY3KuMfDdu84ElRJ8u8R0xmooUMynOxk74txW5MzGIc3x8y8DfFVVGhkXNULMKooiqsWoTE9HAIgfVWSb2+wmbBm/Go01CKiZnQ0wjmjkGF9afm2BTc51qlouV6jxWpYxDJ3Va2YXakYbM7oapuqyDMK6fio7OXWVT4RNForVnifrszW/izpO2LW2tDfq2xWnPwncxwQBS9/wykAR3zwLa/CZy/7Ch72Dy/E+voG4FqFc9g6kx3smuVKyNQ9YmYWW7JrYSGlUDODVJl9mFNU+rSKktVR97QvJDjbXnQMzYOKkjEPbRqdW5tzNPpbHUt9hJEDMBix45PTHOHswA/0Jca2TX6x0nOoYYSZ2EN07XcVzlvqlSKBPo0xz4gnnCmPe2jBsiOCax1cA5DimdRfZQYlwbneAVFAPYPYiDLAYC7RXd0XWTWDpBBh6HdHzXAyQ6KYVkMPCT24V8iSZh4ChJUK+PIrvoL7P/xpeOdpr4Mw4xWvPtEy2TxgUypNrIGKW9zyYPzLka/Fb9zu1rjnoX+Gv7zno/CjH12zixGz2d9lg2DcYZTHmOT2H35u33EasMnuODZCseTfPDp37IAtMyYrY3qgPVSdl4zocTFLwuwNChaTXk2ixhjfa22gjxyHZPNSfb+0+NNTnE0qBo5o12Pbq7gaHxX1NaVoXw03WmgPe85JNK6CflvA6C53viPeffYbcdgRR+Ft556P2WyOvu9ri3907dFYHfXxONg07DMa9eVYd33kSC84h6P2vwFz4WdQ4zDy/mnUFjl1K9lRUCZKY09qncGVHMg3gPcg1ypAlFdAtAKKayBsVYfBRN6afqJQnMQgJFoc7KCc6FmYLBlvQlYzUBRzyTINqdamYWVJymaPQT1EJGekrr/i6/jPlx+P//PcJ6Fhxrc+eDGAwopUpqhtQCYMIY2HtGooilOoUu9I6xqI0Fs9A3vBIb/687j3kx6Mj7/3/bji459A68zBMaowHwTUa0F00yn7xqRXzPaEWQvrDC/rhTWjIgIvdleiGHCNgFVFS4kLOUcGG20jcYXcM1H9mbOQYVUposAoLArCxfCxSDyDrdYjWgFrIaUJVvC6rxzRqQ6DIIJtUeGs0QBj0UpQJTMyXVpQm5TzgsgEYK8LRGaDrKI2qYiajGGs8i+y+E6Cb5gqZTJGipXeA7JuBbsNSIItfpzhPhQJnoIWaCJgIoQVEawkBiWBjSl1JDPrlrFqJVaknpJPohFVnTupWB75rwJ+jA3GaF8bo7r0NhYaAYgjIqmDEywbGERhYL0IghCiiV2xAL1RUbIobwETEMBoLQvRwKmzLoKWNVfUkmYLIwMd61z/19eeiP+69Iv4z09+FhvrGzoHotWhWHZME0BJVwHFgajwS4SYGcMKtafPUeq0C1Gl+VEUTBXvR1YkXePFcxCcKsdxWf3SXnRQNuJ3FXUbbnvlc7K43ywYQ4uH7tmpv8YGaJV1EBSq1apgmhavVp7niGgVJFPlNYPj0iAanAVEE1UzVd9Q2WkEq5Fw6jgYmwBkan3OVbbRUcLJgkLQwZNwfChc98mRSgGzdM+agWbTaGBIYFWFjjFnGTgWuJIYDO/yK76C+zz4KXj3Wa+HCOPlxxyff1+xQxYMAogIXvKyY/GSlx47bN2FBh9/tn59Wb8PrNeRC1rrGoz7cC+eMINjmdO0q3PSmK4M//FvT202iEaPOmIQdcfg89moHfS3r/YuLvRcqAqWB/SplQOe/9aEOvUYKRGnNHXyapGuV8OlqkwAGcQoryM2d/NMH9+X1AGaqrniEqcBwB/e8XfxrrOPx7MPfxlOPuWsYTPntqzH5Wau3tixG7Z5/XccIlk86rlSO5DLxsmeW18/o+LoJcc43ZQ45NIjiwmqknPmrqt4fwkTQOqHscOLA3FrDBJ1IctoA1q4h6S4PHxPcuTY5XJpqrQF9FIl4n/tV76Ji44+Hn/yvCfhprf+RXQ7Z+h2rOPyd/07uA8ouY8S3lc4qlXoG6ceO2TqVa19AA659c/jfk98MC45/4O4/JJPoCF1hBy0+JnYxOzs4dkcJhHzz6wIXIBGohpjidPJikkLyZVUmFgZtGB631V+LsqcVUM5KYbmbJ1khg9tUINjCOdoc1nEy4zMiA+gourc+4+yFadUP1UZLiqR1cF6bVCDPNZr3F61gKGK2lCTsxV6/bIZUI3rTNKvSdhNLPqcFkE2jYEqZUrJAzFKR5CoUrsp33oMINuZQ6tsRPX6bHAjY03nHARPfV//xQICnarrO4M1xaSLIkqpnFOxZIX2ooZIclAINYsUqiyEKY+Q2nV6ATZwGTLzEyWyDIPOfeDfLxqwxktut4pzPG1+2erP4aglkCKqfi9ZG9Agyq2XS9GtYbKCEiQw3U9NKVg35J7YGP+tRzZb7d+cnSXYO+W8sobXJncx5bM6QGmJ1D5VXcLA0UgMRNZnxV4fGqGSXJs0Riht9rWBOTSEc02Khxr4LUEmTrMDjQYLxOCJSl1tpBgeCGICmwm+yc64NgjcOsTGKUq3FWDKoInVToHgYgOKLVwPcA+Ij+B5r86DZcU4prXZICTG9Jb9UkeITucq9xHcR0gfIF0H7nrELiD2AdxHxGDaDTGV2Qguu/wruOcDnojzz3kjJEa8/Jg3ZNjr0HBHNQ+4ypgu029YdtRtX82nmoxicKrkzGzuwvy5AWn1vnfUQ3aX51DZtPOL6Rg5WRUL39Jj4ftqa7oyimvYbT6vWsRqozx3R7VGDvzEmit/yVejmBKlMD9du6bEHn5n2ueGtMz6W8pL9V5cDZ1lD/tdD3/IffHWs9+Nk045O9cqDjpsgTKy1odZ5iAsCXIsdMbIOV7y3mJ/LTt2N6CGx8/OcViqz2ADIWkztEncDSru5qwQ2juQa0E0MTG2LVrXgANAvAUUV+HiVriB49DY3wDizpZeZTuRBPshQIgNAmR8rA2bVoPelzgH9g2EnPHCK0SjSYqx5jCIGQVkjtl1X/4mLn7RsbjVn9wRAOHn7vQ7OPDXfhkf+de3IIRgkGeq6C4ty0IG0yJC76QokRPjlr90CO73+AfjYxd+CJd/8hI4H7SOgSNcFLS9Uqq2PcN1ET4wXNBsQhvVcZgIo0XERIBVA8FMwMY0wypQVDqtGpJcDWCd/ImPPxhGNpLBRSDoWbM1XYpuW2E6MeAM781sGQoRizgUEbtcNFjZR50BPPaVIzsOQhBpysInxlaUWpBpcU6jAdwEhQc4QZTSfHdF+CsbjXYtSiZ9VQlptK7FsUjfYxUk0traHYDYAjFUOHzT9eBURKnc7k1SsjX4qGqhSKHQzmur0vNqIbTOoZaKRoiqRRvz0ACYVOBNZAXQjJQN1FO8hRBS4iTlA6P5Rd4oXKMkTDeMPlgdBqWfFARRWmYxccgEJOpZR35rULkAoGXNWDTQwuwIoEvfC0E0w8glA6mmW5VQRV05t0/eOHLWoTaJ7X0r1iMkqJEo5jyOHYiymeYygVrIivfEsvifOsZ47CJMVNaiWvBo+TXIYI95415yLlVzdGjCmgMqo4j/Zt82sKlG35PecApNIq98A+o0mFA5YeAsJ1FDJZYgRDgbe6KGPBGCJ/hWJZ2pFbhWwA2BvFE1WTjIJbIMYXBUPRZSJgHL8ObRCBankFsCogOC07/sSlZQIitUKURwiJDAFWtSetSEYYIvfflruMffPB7nv/0EQARHv/L12UiS/H9Z0ny0tC1rat7KRV40VFFFhAcBjfRkGTxwSW/vrVNlfAyyZTJqi2pBGLy3bGyPwzWoHAxXiY+ivDeuoaj3ndodE1eZlWnhCkWJGRXMJw0iV10vO/opcFaNnbqva7rxFDGqKVGrr1boUqlPKDa9jc6agTA7DGMWpmoPj1VtAxfH7MAD98e3vvldpaOvgtnlWe1gLfZE/o6FI/1+Mk2g+p3d9e8SJ3twSrqRcf3Dro//NxmHPKhSrUwSuaJssMORwi6K6lrGe4NagFqQTErWgSdGP5dAnr4UJ+biw2FvUI09tToLIgG5gcwzhIwKM2/oJcZYx8kGkFYA13/9u7j+69/Vgs21FfzJEU/FXf/x0fjwq9+CGM1hcQWqlXB6lOpgfZ1xEPzWH94BV1z6eXzhk5ZpSAwcBi3STAOyOFDJNBRjzkMhSUqbiUHGoWaYXc5EV5PJZq6XHG1O+PG0/abiZ89FcLFol1FmpSqbJoYNSBhkBpMOwr5yFC1SVy1IVscgDqDVbDkoA4qtmMTWO8lxqOoZpLomUtQkFpS2Sw5FW5wNSqxNbfV+olntIRRB4hVOw6kc3RbzGKzGIcIhwJnuiadEvWq1MUKZ8jhl32pbgEmdhw7qEEarV3CkhciSNTrq9HmaXakwv+h4JOfBmQOTIuvO6h1yvNLID6IVhzMSq5Je1RODRbTINDPZOnMcCI3Nhd7GXhA1yWJaIiBFlA4wiJIxaOUKupiNFFOiyDj2fIgtzlItIuMIkEjFliTZz04+d657SGKSOTiT5pNNJg+Mt6T/+aMuQi2GyXDFKVEzGWQYyjVqQ2dc1jpcZcjyVxVPe3EZlkTz0nqfBqAMXi/yDkuiela3Rg0UejuBQoomRloGZzaGkmhEsofOOPTUoCNVXe/g4MmhbxyoIXBD4AlALcNNGM7oyB1NQM6DI9BYET5xhERba3oz9okRRTSLxh49ETphdI7Re0HfAqFRdrsorKrQfciZhhgiOAjYtEGER4FcM2Quu/xrOPS+j8MF79JC6aNfeXzFaqOPW9/6l3DrW/8Srr9+xxJWnyWG7sIUkSXjmuohMXxSQWxyIXRtCO4yArs3HnWDLBmHC6+P/9bn7uI7Fpp5N+dXc1hfWpznxTEZldnVTgFVwWapujaxQQ0i9qXvMsQTlbEfB/CI/Fzq+xjdQn4+fqQT6vqH0U971lMejb+625/gbnd/yCZtVuyDwTt5mVlcyRacioWe3KxfluwtQOVUbvbj93zP+NkUR9e84650fqKk10LoJPJmmYamMUdiYsXQE0BWzFHYCpIJIFsArIHYHmgAWTFceEr5zsDCxtGuG4VzDE8R3jEaH9A4QdMwGgc0DdA4QuNJhW/IwfnCCqO0pVRF7diyDqoSmtJbdTQnAIgbG/jA0cfhz5//VPzZPz4a5x/3FoQQwY2ytsAzqNF6Au8V38w+UXZqVBROsL59J0AaQXKR4QOjDYwmCFb7aAxKET4qJaOYCrQ3o6q1DMMUjCmUMnaS5iUZkjzDHVL0aLhlJ6ehgRqsHg5+pHESo16vg2jkzDwAJ4CPauz2TIYzZ2VTIgGTQUMcgZ1Gc3sC5gKssyAsH2x76TGOAEHLz1PhM6Y6xSR1tmRRMEIDIZNKo0YNfqr8ByRDcIRLlPR99h3mpGmEps0ckJSKLp2p20qjj0QFxiheXmKWMJJIQmJLSs8TZI+AAfCgel7VEGUuIUoWV6qnSToOyYC3q5hDkePwlYeexi0GpeJJDEwZ1NI+5auekOr6nPummPclwEXZCHJVwshXe4Mz18DZPUnSKKkwo9mVqbjJqXoX+VfXi7dkitb8+fotwWLkK9W3UDkp28U5WrZZ5Op/8uDK0KeFTACAAh2ogsdlKxtvahWcCNX5gw8V56SQPdjGPThnmUEKLGvEAlGuHI0KhistQSa66OYYlwg4qmEeHCGQR+9azE2DaO4btA5onGDDeYgjOE8IDdA4oJ0aHWsjcF5pyRu0GjjyOg8cAGbNUjgA1CdSDwLHiEiC3gk6D3Se0LWCbiLop0DvGX2EinRGQugJIQhiYERmMKvjwWzQVOYMUa0DtLXzACEc/co35na8za/+Et5//mk45dRz8aGPfGzUqsMIaZ45dRZtwRAaG5EokxdVHw0chdpZrV/f25zszY7xylbFsyWtLXH0m6S20hcJN5Zef9EBH/572Wep+IiUqDJCxaZk8zstqhE5iJYjk7X97JIqui3KNQNhnoRlbCR0SK4BizYWQiqKrgMytbFa/fbBmls5C8XrsAJPKQ4Jq9Pw/Oc8BYfe51H4wmVXWFONHeNyv2L76dAVkJGw22JYZLgcjfu47r9lDsKejPM9hQ3+LByHwRxMCpoy5NzNpQtGu+qcrojkFJpEKfo6BWQCwqrVNKxo6Eam9ryBAnBcNbxj1klA4sv2GrF0LsI1yknvWzGGV1LRG+fgvOK4nTMzKVK+/fTbSKoXDB+X8M3J0FZCGkE/W8d7Xnkc7nnYU3H3pz8a73nDm42Dnq0Cm0GO4HNyxTISJGinLW75Cz+HL33uKqVjhToPngVNELRBMA2MJjEoRXUa2CaKM878xnj2G+JMM9uQbSaJNYQM2S3KFpWZQXMiIMvUmXHGJi1Uuj6d3xvtqt6Dtl/Deu1gxapBOBercuKZsUyUKmdrsWsH1XrYVw5111AMISFkiwEtgP0KZoENyiS9rmrUqLMMB/FTpfgk1toEsoJaUugLxZkVr1vVLnkAK5XzkGof0muwucCQZgYFQTvAWZEadwpZogiS3hyZwgPvqDWeJ4Y3ZQXK+RWDPmQWIxNsy5lhraUBSMcGwcSuyGp31UT2AOZpBlHUcZZE2lCSicl9EWvR9N1swoJa00NZBI6hqrnBrhmQ/iqYkU3ELjk2KZsQUq2pAL29PwHQkVLCNir6jVn6HmF0FKxldK6mTVrM4SnBJKk2hkRG4Cz6xJYRSjOj2pSkjs5VRdGo94wxjldvlHh3m8R/97FsYqf4f+3uYWTkLXMelm2K1WvVh3YdoZPFa9X77piNrz6BzOk0mlW1ryizKmlC3Oq3uARmNNvgEalB8BP0zqNvGvSNoHNA5x2cI8zsGuyVSck1MB2HFs7mvYsRzpj4nMBgbZrpdV4dCXEOkVhhpmAEB/ReH6EBQpvEb5W9LDIQozo6Ku6G7CQgDzWpnpdgGoRw2WVfxd3v/Rhc+J43AwIc9crjcZtf/WW8/32n4G1nvweHv+CVIxhTccGGvb3M0NmV81C/PL7OsvPH37cvHEODeVkrLjcod9eOwGABWXDYll1j9FG2xYoIuoKmTLnuZ8K1sU0FulTZVvB1YTLDxHsKzetwUa1agEu2Nq+ZZYzq9dxI4La+/8r7zc8r6tU82Ef0qyx41lMehec/+yk49L6Pxmc+98Xq2lL1U6mtGvRaDqyNG3PsLNc9Pe6PXRlMe9B3+f09PVePGwdVSgOMRmO6rvd0lU5D4wpGkyaquoypmQRTEFZ0u+aJvi+NIpKlRHGFFHgTKSomFIIoEY4YYqJpzkd4F+B9RJsyDRPAO0LTEBpHaJ2KwzlSzQeq1ZhJRXNSpiHFrJyxtUiG6enz4Az/74F5t4HzXn0c7vuPT8O9nvJYnPumUxE46ri1VLc3o129YMF02uIBj344rr9uGz578ccggYFeMw5NYEwjYxIFqwZR8iwZzx2rJidDvjakfz2pUeVISmTMBmMazCl7VQ9xQu0NDwcyictDVQCwSbsHAJ1o5Csa3V9MLDdgBGFlrTHMeDQK2o6AOQEzIazzvuU4JKiQGoTGopUBzm12hDXab2avpPh1A9BUo/xuCrgWQgw4q0mgWKJHFAyvAmTthUwikJwHb6ZuchxggzmYIx/0fCZzTpKjn9iAvMGDoprq5IoqbbngAja/FDwjP6/h+GmxI5JcP+osaOOrc3IWgMq1cyCxEskZL6ucdSBKxiFdIQGguDIAU8aBbbSn9Zxsr6mIQgfbbqBS7+Pt3hJ7G0Frh8SMTTInYdHMkWz7kzHrlJ0utWDlH+ToV93i1U2Nz6uSHtjLHIeUnSFK+czyA2Twg7EQ5VyModm11NrQdiNUIwmDkbBgIOZzq/elmjNLo7Iy+mvzP0FvG6MAa9n2Og0KMSl3X6QpIq0g0Bo6P0Xjp5i1KxDvMVltQa1AGoFvGJ0T9I1g6h0aB6y2Au8FjQecaI1fExo0McAza+Y8qG50g0633M5qHKIWQAcizCRi1hBmE8Js1WNjVTBbYcxZ0LHW+/Qxog8BIQSEwIhRIPbgmBKmVr9mRdJaA1GyZpd96Sv4q3s9Gu9/71twk5sciL++/1/hbWe/15wGDMb6riLYw+YeM77QMAqbavcGzt7ibF5mcu87R21kVZDPwbzZRVsOnlPOBGzm1A+vKbjyqqvxm7e7DX7/DrfHZ77whaGvkTIKEiuaU85EFUPOiBR55NJfWbjNFtoE662Jb8aBk7yEJMchWj0hFUdlwOJEw+thpBJdE1mkDAVXC23+DepUPOspj9JMw30fjc989guLa0q2ptK6vsSRG1A1j9s/pcB35Qgu63spsNWl5y7r7Rum/HMjlKPT38pxqOlXUobBWVFwSyqI07aA8yC3ohAlrAGYgDAFZBUkLYjXFMOdjC5urHyxAVMLgkN0guAieosqEkWIjwBFuCag9T3ahjFpdWGdtB7eEdrGY+IILXlMycMJoWFY0Qlbm7OVTpYwi6QqCkJmpghWnxCcPTwQG0Hfb+Cs1x2PBz7tSbj/Ex6Fs958Oroo4Ex6w4buYkynEzzwMQ/Dzh07cfapb4Xv5vAsQBfhY8S0Z2zpGW0UbDXNhlSUE7ko8jpSjv0JBBP72yadCqfGZKYAhMtsE7DfpFCTYh4iBzELEwGlwidj6dAIWqjEz8ioXvX3aREpI4DRgxWWZJHenoDeOcxJsA5ggwTbmdDtQ3ysSlQKizwms3UK8BSEFiKrlTHflMgJIkATrYEgrw4EtSAXIb43g78HUVCIE0XNELBTjBhsbiQHRVpzHiwrR1k6rUxUciBndQ9ee5lYayWIxZzzidVOsEWNZoA0Sr8IAqOHcK/ZKiuUR4IL2ThJroZOf3VcU72NpLYaBcjZ2LcSk2Xa4rN5QcgLaRqzvloQnTnxydSMlAw2IJgaegBleQNKhc6i3PliRc8JfpjutSENa/QW9whWM+TAJhQaFaZo458SDbhINpApGcb5drl0ixmwZFkRoKJbzY5AirhVy/5gL5BMNShBipL1XjePXF5XiGQIFyEZbpwVNn3XR4UXriAqw01whI1euO4ShyBtvAvnVNcglOJQqvY8q98TMiYlMkgtNMsQaUUdCL+CvpnCNR5d69FMBNQK2jaCLc4QvSbmxZs4nAea6OFYHYHGETwDrXGg+ZbBQWFObDV9kgqhGeiI0TmnmY1W0LfqoIROx3NgIHJEjAExRrApRjOzPZesbVSogUeMOXZc9qWv4K/u+Whc+N4347TT34nDX3DM5u250B/jEMFiAGt4viwxvHb1Pcv6fF84lozD/KTi5x444cuuIeVpfpKxQEui2br4XHTxZ3Dk0a/DBeedhEP/+rH4zOcvK10vKFooVLVvGh+J+aJ2IDDKOCQj3ehNxUXzB+s6FhrOv/QdIlZoOQyi5M2mRvzWY0bGa499H7uqqWqWJpjT8OjsNHz6s19YaLtC+bAwNUp/ZSXvmhqquj8a3NSg9rb8rft77GSN4VKbH3IDN4wbXxydNvWBJGy9mGr6lrypQjsHIm8GU6Jdrf+2ObtAkkyQUQOQ1gUIImD1AUJVdX4SmauLsK0QmwyLSlQjuustKHU4DToj8eKL1KwvtqEbMwUn+QIi9LM53vb6E/DApz4RD3rsI3DGW85EsPRcosOcTid45N89Ajt3ruOtp7wN0kesRFJDLgIumjo0MxrWos+mikDSaPi4TGRrPxcFHz446qDZeP1YiDTQ4DXKYlqUJ5RQjrsOKBOZVN8hQZPYlHvZNBsCKdSpA9AJoRdBv3QD2DsPIXMccsub45CyaLJm0CVXVKDJ0PNuCrgtRta+auroAfBzdRRcpw/uQU4dCImpsLkFOGUz7Pukchwwq6KyruSQnN1D66yY2hidGAoRZFiGgtTxkBYiHoJgPO5GIczRcNWarWCDoSmFqreCfGTBwcaMcKm0yeqlTgXenIkwajOGinyjHGVR9oPnanb7VKtDZZ/q4cAi6G2ep3uwJHr+TKzIghMJVjSWr2DOeCQyx0FhdcE0Y0CS650osVqJK7FvSnUYw1+euPSTLr0kuFPeYKtcu9RTUUqhtZTUI1XsS7LXOQ71SrMs8oac4ZVBJBl1YcGiUT9wyko70eKbVRBb6n8ONmkZuiPVkRy+xQx7ZkrOyEHK806EwGLwJLQItALvVtG7NXTNBNQ6zCcEN1GRlHYlIrYATwnBiQodOs0eNw6YBIFjJS9oHcGzrrsOBM8OoXfwMSrzsgPICYLTTFkHQeetzqEVdI2gbxh9z+glZRwCQnIczHnQBxdB1Bxks8r9vCcNDbHLvvQV/Mpt74o+9KUZBxtO3YlL/g42pvQPN+zToUW4ScQ97+Kj2Oq+s9eUYxdzaLfedm3TjJ2yymGTeo4N2+g1r3sLAOCCd56MQ//6ceo8pAzB+NJAWb9qgoe0yNb+IY1uJY8pWnYbVY9Wa2B2Eig7H3Vh9IIFn+FI9WtUzpNhc9/pf/0O/vZ+98TBNzkI97z7n1mm4YuDc3bdH4NFfPPuWdq3uxqryybVsu8ed874vvZ8PtyIjIM1ANnDyzBt6wFMzGmYOjVWmhbUTBXfjVX7+jU1fGgFoDUTHVtNF7CahwS/YACdGQcziAtgNwe7AKYI8WI1ogqLQmMCc0SQxlSbG5cXdg9deKds2gNmdZCkDEThpXdG60hmJCiTRuHjZkdgTxBPWR16Nu9x6htPxiOe9Dg85DEPxZtPOxuhD2BhrEynePTjH4Ft23fiTSedjdgxGvFKu8oM1/VoIzDtGWt9wISBtaDq0LkQCCayVflqqyBo/NmhsUHCC4w9tWBL2jfrAVXRPiVaUFOQ9jawE8uSWN1ErDdkwzYyIoQ0KhvMGOycQyBgwxFmjrBdgOuEMBPC9YHQ7UtCDtSmJ4UJIKlBi8J9MsORQSqEDCbkXMHWVMw4w9ovMjifM0awonUiSQeiVqHO7mNaBNgyS1aElmj2fMVdihQJoqxnAqu90M9Hc3wMSsUxZ6zS9+RMb/q/1Uqk7FUdh8l/Ross1QablCx6gaDUy2lNcVcyDQ1VsCmhQXAr7y0DNizTTMuzvDgWkmMfUjIUOZungYTGiqTZIJPFcS7cPYuRpuEx+GWDDWy04Y0/Xze61D80QQb2NqOojAIZ3FuKglAWaVuMAKLKPJXrFc2FkYhXFrWUAmDLmEylYU2uWxmXS4zJwZK4CSTXi+0zosk+X/ZGiR7slMEruAbkJuibVVCzCteuwq+04JbgJkCcMELLkClh0gL9qsOkUcchOA/vnGbM+wAfI1of0EQHz4LWeThnAors4UnQzhsVd4gRgZWcYh2CHU3EhhesN4wNF7AhAbMgmPWCrhN0fUTfR4QQEWKdfWCthxMZPpirQGnClZf2VKdhiRU2WBmWMN3kY0QOMbiGVFHnYo9IFrvj4ZJj8JfyVTfMWPqfP6p1fSHAh+q3jOlUaXQ+NvndlWFZQ3rqrACA1xxrzsM7TsLv/8n98N0f/NBwnm7xdsymys+jDK9fE+sEgpguZsKxitmXA5IzkmFpQC64Jktw1I7EkrU1/9x6DU1RAJQ9MWUuQLjLne+Id515PM457wL8+MfX4s8PfTg+/4UvL9QulPYbj63xDQ/XM8pr3Kh9lh6DxljmraUGWRIAHjsQ4797dtyIjMOShTSlqVxdKJYYJ8yQGgi9Wf1CATfYwxkYoUQXFD4Ek8mBwT20wDMXlToxQaxKsTNnImj4QDG4E2NqanOqOjJxgSSzwpFGHJUFydQRk21dXV/sMZ91OOmEU/CYJzwKj3rEg/CBj3wUwoK/vs/dsX3HOt74prMQewGxA7GAo9PBHwkuagRW6xos4wAMI3O56fX3NFJaM4lvjQcVVVmLjAqoBr/k5y5PqMQCkGsgpLRRgmIwkvhbIqOUXDzORIOsQwLTdCB0QpZx0Mc+c9DW/FScCbJJVXfAaZxbsXQem1Gzb000Y6mzTS6CKKjWBiEzJGktRNQKSURAWhBNqzoKYxqjpkpd9pY1mOnD9UDb63zxQeeOVaYLE6RrgN6UsGnN+m0DERuIMgcHgvAGJK6DAsNJBMUu+zwZUwoBSVQtB8sMeCRse2HgEpc0PtSJz/MuaR1kytcyIVPmiiqokmpJWq2BDcSUW2BBalnMWQ39iESxqj/fV25DpVsISMk8MAQdlcLqloC5KMHAjATrVdF/SGXk5IorMTJ49QcWo2YY5Sp/Mz542b5gG5sk6KIVxup7UtXE7B0HLf3Xks1xl3bcZsZOgYft2bEsolcCH4OXlzkL+SHVBkJ5uUzrqQhB2KmGifNg1yB6j+g9QpMoVx26VuAazYw3XgVCyTuIF7AHXNOo40AqDucjECWiNcchcvJhHNpI8OIQWxNqaIAQlXxiLsDcCeZOFLZEmuHtoyBEQYiMGBmRxZiUlFFJnW5zFJKjhpFzKrULXBtrMnrsQZfu8Umj17MNNC66T2+nfXwf2mM2PZYtChi1cz3ON/vdu3EgUBsJ5a3XvO7NeNxjHoRfv82v4Lvf+2GFmKmyFXV9Fi+7tcrpS+tWut0sbFnZ8/VamDUkJBv4ajdVhBKy5P7rHzJupjpQU9VG3OWP74h3n3U8/vH5L8PJp55j8Klx21aOrQy/Z/noHTk0mTV6VxNiT/uvrl/Z0+OGOdA/veOQDOVaNdOi/dQaKHjiQN4B7QTUeMBNjEmmMQrWZDCIUXjFzFqUDBA1AyI85maMOHgIpgiYIGKKDivo0CJgKoyWBBMG2ujUBUlK0dE8VbaixESfxICPDk401UuJjlW8Gb96fqSUcdDUMYjgvUYeyTuDQDnAKcNTYnqKaDDbCDj+xDPwiEc+AI9+2N9CAHz1m9/BG099D+bzBp71wSLgqCw3LkY0QeCDwAflm5+woBFljfHEiltPhpfVfnhT/IUUSFRqT2cTIkXpJBUw5yJzqBiRQUfEMg3avYwm8+ADUVxxHJDmv1i0R2duYr4JDugcEJzDhnfoHWGb89gphO0RuC4Q5gHYGXUT21cOjT9XCxlQsgAwWJ44BexQY/UFSYiQIE1N1I+y4lHJQOSMRVLlpAQvShmHxiB/VGUbULIFCFofgagOi2Mt4MyiBim64rSeAZSjtMn5VbjSDghrlQqJNyZXZ4Viy40GZwX6udg+C2FJxn/ruVTtBZQDyGX/MOpHKmrUnAFzJbzgKzfZWcYhKUonCKwzsTrYeK+DYfXimevoqBRgM4nVNOivmJDOn8aaEfXSLqZcbRupbgrDyN/4O4t9VdEK5jcoz7cBfClFxbj+MVICtXvJIRSrDZUWo6IDcatdGXbVLi8loJOyFRlGmbNGi5G4wZY/VtzOJf8YBcHyIKtIP2wrayzz4KtrRIYEgngHpgbRTUB+gjDxoMZpidOUwBMCrThwIwjeQbxD6wnBe/QNoW0JYUUzDg0RfC9wkdB6QcsEHx0aH+F6gm8FrfdwraANTVZO7tEjRsJGJKx7wcwD605ry9YjYaMXzDpg3jG6PqLrU7ZBne9EcsESdY8yA6fYWVIhS+qI6dgiq+tN0kowLkSX0XMsGQ+1I5IccRQLk5adNwyel6vvbrztbQeN2nX078EP3Ow8VK9j9Hr9vPqMlLGdNvzZxgy/81u/jg99+OLCgETVNep1CnVXWK5wkBGwYIpLTgQtBoDTLVV03QKU2oZQOQ01dGmwtIx+67JhirQ8Ee7yR+o0PPv5R+PkU84t62tez+u2FWPcHFOp2kij0SuDU6SyppJNtTsnd1m/1dEvXnx907GD0Xm7Pm5ccTQlmAXl4jDyhUVJVaGT2mVrtKvJaaC8oeYGo5J6JEmUpBFO2JwHjaY3RrnYCKNFQEvqRLRgtCJozAlwJHAxjbs0QHkoBicEYlXLbaSBExMNgocIIxr1K5GpfZLSugoBzgmc1U2Qs+JTU+8V8lYUp3e+Mevw6pPeiijAPAKRCbFrEGOLhlu0PIETgbCHSITjGVzs4djBcVKzBloRTLRM3Hy31JZNhqsIKGNRkYovRTHptTPBIlYUKoPaIhaNkiXCeDKDy4kxQqkahL3nzMgc4VwN0sWkUeboCT0p3WDnCBvksBOEnULYGYEuCmashtg+c1SkHeSqCetSliZl0Swz4AzW4L2mhiaJo9roOMUE2hKjhE18gmUmBElR0XbBVFtksnnU2Q1tADQ38beQHQZKxs3UARMPUR5h9V28qayLz/3PrgH71oShWkRuwaGBdI2iQXoPFxM+Xw2uKGTMQ6RqyxaMJdH4e7A4fEwF+UBeKKUKOkUbRrFWgc/NnaL4lK9BBltJ6BFX1mKjDK/pgLXGxg2WzmR0pE3BvjOxAjr93Kqd7QGsWw1HAlCGTKmg415Eqi9IIaW6iBEV7CBRBY6YTrJdI5a2r4r9xJgG6h9WbWx71TFwgmTJpjZ0qvJBCxcYJmrG51f/Lq/K4OvLu8kZqwyuOtLpjEjAy9BZ8KZFNDFtorYiOINmGRAcxDldz30LDi0itQisDGgkLZxoAbX3BPEerHR4aC0uECYObUMITWPQUwfvezgnaH2jjgNHNMpqrsxLFOC9QzNX7RjhCYIAMQbMAmO9AWYNY90RNkCYMWHWe3Qdo+sFfRAE1qxDFNVxKDWk1b6SbfJaVK2M3eUc9Js5AHXUFqO/9WfcaJy4xctV7kDei1BFnImWTI+9cL4sPZYZeulIRjovmU9Y0pb1XJM9b4PcXYS/P+xIvOucE3Ddddtw8qnnWHGzOQAy+lDuUsFd/vcd8fa3HofDX/BKnHzq2WU5iFINoSGlP2X/cliPBEhZ/+ISxwHV5zBqFhnfG4b3eeffx7vfdjyeffjLcNKpbx/BR2ngBNdHDvDkf/HiWbscgzK4yQLNXbbOyZL+W7KODn78eJ7dcOf5RmQcihp0cRoqlshas8F5kDOzP6nk5hBdTXlqLECmY+BFlWwbBLQIWhFha/dWYkxJsCoB+3GPliK2IqAlxloUTEUwEcGKqchqPahgIqn8QYXinBBczjRo5mGwj+RxoorP3qnug6PhX7JoMJsiaC+KbZ0z0IExJ2AjarRzFs04C1NwbAH2aFhNEMcBjSTkFcFxui9WOG1GXlWLQw3/Su2bg48MlpAZW0jKQEuZh0QfCQzJXLToNYlt1fSTmZupII2lVGeKGZKBtKC0I61n6BxhZ6P0qztEsFOAncyYBUYfBb3EfctxqI2MfJgAmxSIEmEKoTUdVFOvUCEtYNFMGwfjTYygrrdFL2k2lEWPcj2D03oEcYb3tFCLm1uWYR1CGwpHcgmeFDP5Eq15YDWxRpgirE/9LeDoweIRmwlCo8Z4CFMEiWi7DuKU/J2Ms4hgolBQlq/eTLK5kCX6dE4vBIVsNyjLaqHmTJTcypBk5Ae5cIJypJKN04lEsnObmDHFEjwMMY0RyzZkpWigp6LSWShVVYuBWbOLeU6QBgrapPEg+pdNwLCHjvnELqZ4+mQ3iTnZrmI2c0PHIRv91aME0IfrPlMRVIqjgsDMdrM3HdVmuBj2rY5xjmDZRrfZh4sTufR7NzloHCHMQbEqm97QgCkwB8jatNel4EHCY5rzIE6VdXwDih6RHYgdAnt4Y5HpnDoO4j0oIxwZ4h1C48CuVRFOEDw8nAgmjaBnDZA1LFoyRYJGjJZ1SpDogAiE6BF7wYwi1r1g7klrzIgwZ0IfgS4S+qAF0sGcBjYngQd1DciZHp2qyYqr+ijbIzLKJFXRVMjI8Br32dhOXmYMjw3pFBRb7PICXVrmvOxLGQeMDL6x4yVL2mqZUYnRgrLZHKu+Z+TPXXTRp3Hfv30C3nXOCTj4pgfhS1/+6m6N0INvchBe9Yrn48ST34Zjjj4cAsHJp55b+ix5qQkCaFm84g+NGNdkmeNQZVzr7h1/Nv0gETS+wf/nrn+MSdvafR6IVx19BJ59+Etx8lvOWdr6499Jg3eX9MFubZvy2cUW3J1xv1kfj/+93Nm5oceNhCqVmkxVhxYtiJ4QqDH6VedBrjEoTZMNWzIjIElHkW36RGroEzFai/dPKGBFOrQQ7E8KR9rPpODWELFVerQi2CqMBoI1USrSiRNMYxJBU2GqtlEBtokzBWkQPHs4cXDRaXSdvdY8UIJTaFYhOgf2YhAloLFiIO8cHGnBaqAGQRzm7BFA2IjKkz2DYCcJAjzm4sHSAP0aEFcAASYiAAIa6XQvYi3cdrbROAFaiWhFMmOSccMan3hrTFX6VwkDyHCqc4iw0cBy5p5PxWJpTWChQfAyWqElV1FQZ8Vl3mamg7NnyqAkBlESBbUgANggwg5PmDvCdRPCnAjX9YIdUbCTI3b0AYEZM+kHpWt7/eGWTEhyhuqvipUphU2Q633gONOi5iMtcq7ChOVwHxW4Uop2WCRaQZdsjpsxL6XaH5KSQs7GUMqKVFXAXgvT1CC1iLszLnpR0gEWJQEQp5H+pJgrnKA9mgnQMURIAKxUa1PHmTPELf/0QkQA01IemNDJztjV8Mgbm0H18l6jGTtnw9gZhDFRwObeS0Z+FXXK9o05z950UpLEX6jYo7h2psmEIqnCPC0s7ps9KsMJlSU0ED0aMX+k77gBwcP/3mO0gVYR4KEBWWtVjNos108hZ6bLteu5yFU2AqNzyjUlA95Q5x4y5baWJ1Wd7RM0yYJlE/McVwCaet37zHGQYBKa0oBpgti3ALfoXQuJLUQaSKNMSRwdQqMZ2egEjSP0TYt528I3DSaJcQyExq3CG0zXOxVA9HEdzgU01KGJgJceflXddKGAQA6x95h1E6y7iLmP2NEw5lGwEYD1LqKbR8xCjy4E9ByNmlUpWtkeYsxKzKzZygq3nmofhrbRuBOKBtB4Mi/+q4rsVmOjemP0vPqu7MuM3xsFemTZ9fbmo/4ddRvVEKUx69QyY3PZWrTs+bL2qSMZwEUXfQb3fcATcPSRh+EB9z90t79ARPCsZ78Ep55+Ht5z/kfw7re/EQDhzaecW2p50ybikp4CDdlm82Jdgii5ILqGKA1uXRaXCWuHxrc446RX44/+4Pdw1VU/Lvf5nBfj1NPfYU1ceSBZV2iYWaud06LeULellM/RuA9dvsZy4368sC9zeMefG2XkBu/Vn01kOHs+D34GUKVa8K2Kxnijf0wZB6qKoKnCa8NZM1NWifWWhWiI0YhgiogVCphAsEoREwBbCFghYBURq2C00OxCA8GUBa1TdqKJmSSNafU0LPCkNQNeRJfkGo9pnPIpmpyE08gyDnrrlVpoMsOTsSSEIISetSCtD4KOtfy1ryKyIka3z1bYJwxnSr1eOBs6rlJkTiJ1+b6QPYh87+VlgxkRlLCSEtNMUeKtIXpDZzxtAqzGYGakYRRXvjrXNHsFKsCXiqINEY+eHDqow6APhXaoUjQjSEQQBu9jGQdqi3K0QtTIxNxMY8GtFIsjG+jOIEse8KwOdJSC5WQTeJNYotBsZk1vBY9CoKBRZY2hd2YsrasyNc0VtkQRZkkArZRMoC9wKjGnWFqCtE4hdAggIQSao8cGCB166uDQo/GMvlEYRoiFt4vNS+g5DtZ9Z9DCRD7AtWheGls5e2CK5lllvC6yr4LoKfI02gDZFvRoXgZBi7bJCAMmQqagq2tCNKdC8tJJA3hRsGuJ6bUkFFoKPu9HajcGVbzAHKUYO4I1c18ZP0lpPDNG2X1nF6eKzmb9nrS2jo2bujgjL18LL+yFx7KI52bHaKOkMYa9Po+Wfqq8UjPvLNvsUUH/6r1Nqk4nUOMMvuRgBWcWNNPXyCUIrmWXxGmNkAWLmFvE2ICChwsCBIKLThlhjBCDnQdCCw4TeDiwN40TIjQ0gYNHQDR1d4GXCMceTSTNPjDBu16lY1pBaD0igBkLNhxj7oEZAXMyYgoTfwvCyg6WxTtHDEoZ+VOEEwc9tNDw484an7DZGN1VVHSJATX2EovnWRlrNdxjb50buzmyzTeeAFUASE/Y5O+ufveetsu4rQkXXfQZ3OWuD1xyyigolp4QADhcdPGncZ+/eQLede4J+KM/uAOu37Ydp595Hj5/2ZeHhc+E6i+V9T8NhcxiIbnm7k53vAP+9q/vsQe/G/jd374dDjroQNzhzvfCT665rvaGq7/jVlh+zWKWbzbulzu6Mhiz2EWfbeY8jL9vV9fZ7HN7fvz0jkMKqNbUqy2AiTc4hgcmU5DzqghNEzMhJhWnPMGhBVki1oumY6emrrwmAVMw1miO/TDDFIyDXI8JCfb3hBUirECwZrzxa2xBImY0LGhIMHGc7TUiXXzTbbcEM9CdsVNqlMhb9kAVpDWi6xtlbkplDGqvq+EVxKGHx0wcdkSHTgjX94yegR0dYxYZcwY2ojoXnRngjUR4iRAK8OjQIGCKDUwlYNIHtFHQRM0+NEaF6mvWgux8pX+XSCU5rdmIzFa07NCr/JqmssmZkaSfcURWL2sGqeFbGYTIKbikFKucc0RpiqnjEO29nhgRhJ3kMCeHHeRwnXPYcISrHTAnwXXE2EDETAJm3CNyxFy6GyxE8j96uERf6kC+sczPBPCm4+CsclIqzz/TF5umSCqkTvgw74toji2UZLSpShnsNNrn1JsjihDHgAQQzSHUm9MQNOPguWC0PdlwcZXzrk6NSk1YxiAqTIGpR4Q9SHs3kiAanTE7B/ZOIa3kwJQKj3UMdkK5kDkvNBnagLz8itXIJOdb1BXJkLexloPkoV7CSnkPMSc+sTKRlBodbx/xg8Jn/awbYN/tqlIi4EnILYkFkwaa89+JsTKl5VA/w+YPUOWlp77EKCKVfh3lb8wRrcFpSedgxMKEvT2CmjarsbMwjijL8OXB56VkWQevj45l4m2D6PMw8iwDbIuMnIdSBK0ZB2dOPykbcyphyg65K3PaUhRakaZCjRx0bSDyoF7pu6nzpjKtOFQvDaKfIrgJXHRo26jrMxF8o7V7TQ4wsWanQ0DTefgecNHBEQPeQSZA6BkBwJwDZl6JKnY6oI/AnB3mllnQII4+orDCFqtH7TxkNj2MC/mX9duSIxmD2amu+84NDbfB+NjT76iiYoPXMMpw/XSG0//IQeM2qIvCl4zvhWMsFiabRKVh7V+tvDlSuiSAQaNrLWD/lzl6+pmLLvoUDr33o/G3D7gnbnbwTfCh952Gu9/r0fjspSYuR7F8P9V/azKIpGmjTsNd/viOeNc5J+Dcd1yAbdt3Lt73qHk+8clL8apjT8a1115X9oA0tqvsStkhBOnd5e0tIxrhxX4rpEdjR6IOiMkuxui4P6o1rXbSNnU8ZHQNWVKbsvlx46BKVt9AiXXCmTHknTENJdaXKuMgfsBPnyTYHFwGeLSim/wUrNkGRKwiYoUitlDAhARrIKwSYQrCqgVTV8wAaC0S00DQsmSZCUKhsNeMQ+IBT+uURWEzBEiMRhZZPE5trrS56fkK8bFMQxbSAToGusjoA6OPulBz1okVw4cnGs4IQoSTCIcIx1JlGygbQDQaxAvjAUMIccrkcMZWp38X6EMyslw1KWATI7NniBlzxJWzMHQcGJy0qBBJRbd6K5KdwWFuUdm5ZV960QxMFHVH0n/7ykFT03EgAnyrBoOfmFaJh/hUzKoMYclPExSKYp2wDchJUo+y17SouabOhVOHnNhBeq+SsCygoFghYW/wGNHrEUMap/yNTWF0EqhaIcHYw4xJLLFBMEV1AkSdxigKW2CxUgzW84NQznx5y8IxORCZw2kGXMogYxCJcZZ1SD4T5d7PY0pgCrz18NYrJMirq1zNaLJbSdG6RmllBfQULKBFouJ0iDk1w0gmaSDBbsSblr1Y1mGqX5nFF7m4OJaaTgYsobgrSRUpDkBc9nVlbGWkv2VSTGMmr1tSkT/kD+9tBhEXw4IqA2aQRkK59wxnqtqNhv2x/KjrSsZOQsrS1deogjCm/i1U7Ws5o+5yJr3U8jmDMik0F40DfAPyrQYQnAUPqgwvQydDDALM1cmVnQLuBL4V8KSBbz2aWYMw9XCNQ98SnGvgfAPfMpxn+KaHDwQXCc1GC9d38HPAd51CWyNBWDXQAwmCc+g8Y+4YvSNssKCPjC4wOtNr6I3aNQgZUYZlHhI9q1DlPBjEdTDuqgE5MHpKH2R/IfcCD/siRQUW0he7H89F2C9LPeb7EKnH1/Dae9tM2fNjmRH/015jWcZh2XvVOTWNdLaEx/ewifNQnfTJT12KT376UkAIz3rGY/DBC07D17/x7fz+Ry/+FJ5zxNFg5uI02DWapsWxx7wQv3+H38pXve1tfhn/eNjLlAVpHHFfUgAjmYwHC+8VA3/Zu+Ofs8yBGB+bZQZ212bj13fX0cvuZXdewYh2bBfHT+84NCpgRRMTspqkRdRE3nwL+K0g1wJuzTIO3piVikHr2cGJw0QcphC0ErG/CFoBDpA5ViVgK3U4kGaYQnATKGRpCzWYkMME+mjEHAdILiB2lsvQsaYN4phQ4kFmemSjyVt0qAE7NeacU2hJaBjsoPzXTgsjZ6Y/sJMJOxnYzoJtMaJjYNuc0bNgvQuYm+MwjwSuqgO8YzjMABfhXbS4VMREBG0ktOzRMFsbsUWcqSy2JAXbLr3i5kmyYFcKnnmjbO0VCGU0ZtEceB2Ezqws1Y1gM0w4c3hHAZgsEmVqGpF0k1FUPaMHIxBhw4pOtznChvfY5hr8hCaYAdgWFaK0MwDzoNCWzij/gslo7SsHrU0BAOLUYYBzoHYVaFfViW40MyAc1cAXhRuRydkXY9b61YlCiwBQE9Tgl8pF653ClSKB5mTVvQz0Sb68tYJpr5oOJKC2g5jjQA2bupkDeoKIA7FmRCQmXCaDaYbgIoIVTpIAIWhBcRMJfSSwzVsRZ6yuHs4lcS39PYH+v+z9e/Rt21bXiX36GHOutX6P/TiP+wBuUYKtlagkFQtEb1WlWcSIZW4o0RvSFAKmbLZoUiaaaiCmQmnwQYNqBaWUJgSRVkERaF6V0JRYtphQKkEtH3gFi4uXKigucB/nsff+Pdaac44xev7oY8w55lzrt88+5/I45zD7OWv/fr+15prvOUb/9v7t3z5Joo4QIw/QmmVqNVN9dHSncwSyNOlSsp5aNVjm57sMcvWndcPl8kRLOdcFTOReLD5vO1/Nalh2k2Ts+CljYzuXFdnOchH2XpQLIWdL7ZlQlKE4iqNlJ0bKpJuzC3pU0ZE3uuAQFv1wndLzY7FqkbWeugf+/N34n5QtI3BLwFP9rsvP51bTAY7U0u8M1N01mdd1F8tXUXcZuwLOa4Wcm34WoYrqp2Y67hitzwX7Mtg248GiLRoEogUFNDRoMOCQWofzLa5p8SEiPuFbGYFD7BIyKL5v8IMFFkQ9mmmPQT2RRI+jF2EQoyeFBCFlFSVNxDLOlytUap1YKikxOfbP4o/A6SzQyevAHffG4lot3jrWvz8RjT0RbHuzPiUnrTjmVHP/7Njy2H7Scb8rak11ERfXSKrrUGcRpFpm/LwKOFYZhaMu3Qvwr+Xf/Kz/qW/6Nv7+3/8nvPiO5wHw3vMn/9hX8PDBPf6Pf+iPV0kqxXvP//3PfC2f+cs+nT/2td9kil/ARz/6Cf7RP/7hxVFX9+uC5iosI+1zoCQn7ssxWzy+NdUcSvU9nTZ6x7W467k4de+fAhILMKGcyCLVQanlZzW4fzbQwCcHHJhxP2m99W9oW2g2iNsg7txkWN25RWDyYFpAoxRZbBXaJGxV2aJcamSj8EB7LjRwj56HDGxJPE9iA5yJYyOCV6XNNJtdrgvwOfJY4utU84WkEnU0xSLNdQlkXfkkplijOdPgvGUegmuIXgkEgljqt1eLpncRDknYR9gHpY+JfR8JMXEYBvoQGaKjj6Y+pJhCTnKKFoDiNVOosnpSbuTjs9KTUzfJnZUJtSBv0dwYrPxepAiMD1/A05DVaGLOqgiCz6nGMRI7CbqO91rSNEafjLst1uiq8MCzA2aSlMpeLNNwI8KtOK6l4VpaOuA2KQOJLgb6mAjJEbJOeJGGfctYrnEQyfQFcfZe6ycan8sZwPHZzaorqhlAaNVoT8cIde7kl+/eNH5X1FlSoiokKwE6iRkMjH5plucadbBz2rfshzqTcCkUqKKslR3nVHJiWZ5V1dnv6nCqY6atNEpknCrye3KKknOi6HlRDM34U6r3srqXTAChViYlQ06XAUjt91UlmVVUkmrQrLdZ1aJXtKFiI1NaDWxPrSzLWFaASe2+105pLVlZrJJinTZ02rT6pVJ7ncfD3szAgel+PgINT4nYPaW5Ww4JHU/sR+BhGbGbaBYy3SyWrfMV78wzyYcXip9zuc5Bck8Wl6mAhQZoIELFIdKgybi9KYNYJaEBpBNSFGLj8Y0nbc4Qv8G3Z/hNg2sdbiu4psG1G5zvcU7xjWaVZcV3AYkRFzZIbK3/UVYI0xQJQYkRQnIM4ojq6JMjDomhT4QhkkqnaA1jrZmWqrYx6ywL0S9d3HOc+P21rnH9fnHG0uKz01f99NM7XV8RqkxDtT6drvlbaLY50SPjFOi+y+E8da2OgxrHDm5+b/x14TAfLTu9f2JkPboHjp1y+Pv/8Iem90T4B//1P+Nv/Y1v5+Wf+SGW9k9/6If5zV/45bzy8qPp1Nx5jPW+L98/hYAXxWhHRyaTuEMFpnQW0jh2yk9RVI/28a7rMP65BNfH9//x+9zxPL3+p+ANA4exSKzNA2bbQOORZov4s8z1PjeVH3eGuBYRKx4z596c/K1aPcIZymUK7BQepMQW5WEaOCdwQeAeVuh8oUYpPUu57FSNP+0Vtsq47tmEXVMltIjN5JR2FdFVN5Vi5k7jiDhUsGi9JjpR9proFG6TZRxuo4GGQ1QOQ7IUcFYKGoZgA3ISYixkoNzlVNSKYIuuNyA0+af1rxDiGEVMmRYlFZadnMqQHdAihi9FnL8cXQ4M2E1eK33afTi5asIsyT86Z9G6ws9+9ighd+jd52LoKzy9OJ5Iy61ruZaWGzb0Cl1IBJQhBEIGDrH0yLiz5OjNafJ8aQDnJqpSY8+Bgepycj2SrG+CDB6SQ1OAOGQOmB87Jo/3bJPbho/6RIbSNAoS1fQ/o0IvcMj9NEILSXM35rKTRV0p2j2S8pVM0YBDbOz+ij7TliJR7Hshd0xGBnrtrQ4pOYIm6zWSKTNJI4g56OrsDlYVmlT3+KhArloH6FJ4HJKSxru0xGgMlBVwalinNBhU43DnfiIlAJwk5T4OxhcXLZTAkYRYgZByfvL9LZmKUT0r5exboKa45jIC6yYZfWmbFd4EZSswqNERiysrMnW1njUcqybfuUJHXRSYswvUvRvmeuWycOCmnOqbyaparCO1m1O2nDSPJ8PjsULm7x9FRk9/axwIXSW56qusQqkJovpdFsIgMq5ovKkmCuA02SfRDLqNA2iU3gZtPRobSC3iWjS0pORxwRT1XONxQXDeIS4ZcEiKSwk3KBIVFyISc0NGF60/ug6EOBBDIMRgmQVJDJqIMWbp1dLTJy1qGli8dJRi5cg1POV4HQPZ4+UWoOFOB6j+bJlfOtZoO96H8n4dfa111d4KVjuJC4dxfLTqc3EcKT96BuWO9Y12Chgubf6ZaBXUPNr3p4HHE8ur8NGffYlf82vfx/n52dE+39zckkYZambfn8cMXpuGM5WP6gQaRnysJ46hjAkcnacyz8hTfZq7ADaz8zQ7M7K8TncBh6dtT07cEycQ0lPsjWccthk47LxFXrYbpGkNLLT3ENki/oHJsLodIo0VFjpzMFpMOehce7YauSTxIA3sVHlHsi7QD7XnnMC5KPedZRoeqOmob3PBsMOyDS730xpBSeZLW5GnEIoUY5p4zx5zYFIZUJpEcplpLykXfJoiUUdrBWYq7FG6pDyJlvK9Co6bIFyHyG2fGGLk0PWElOiHniEZcAipcHyt/4NKRGkR2eF0l2s9Gqv60AFHyN2zHWjKzeSsuZaUyImk6iYXI6PXTabUjcPClIKWeU+GxQwhmuwcjc21NYMFcyQjSmHKHDJ4OAA3Ch3Cq9LS43jVbblxW27dhmt2DKrcxpTPSyAEiCkwOGOqB7lrUHlzmlzmx0eM20zJPHhfbjC7BKkBbawj+dCYSlIUNHc5k+SnFPOYivOGhomIhNxvwRwEkkKb0GgCStlrRocm3w45k4CgySR4VUzjyngSXf7dqBG2fEN5clRyGbyzGhSHJ7idUdJEiQxAIGgYBbZdcdAtdYUkIeXsohZZWNIYpCxFz6VreZpNXpjbnftAxFJ7oVboL1j/FTLtZ3KTs7OeAYarHHITyNGqI/TkyIy+uEw1PWRlpwloyHic5VHzeXdbYJv7VLQqVg6bpabHuqGjAb/8Wb0/iyRVtRalv0V51OcP8/id0oyRNyVwqJ/tVMUa3Xi+nz7h6cLZWX5+15+vBRp0qscdG76VTINRkSQvMO+dI6OKYObNTee+UEoLHa2kx/I1TmoOv+au7VEcLnq0aSA2ONegocGpx7VZH69xOF+AgxJbtcBSiviQkBiRIeYC0TQCByUQQ0+KgRgjUSNJEoNGUkqZplTiTaM23kRTyh10y/UZA1CVs3FEEyuO1CkBgFrBcIxkPwuAnH5fgoYagC+/M8liTsHEqeHfEpC+2a1QlMvfS8dTpvpLahUxjp+vZQflmR2F2Kf3dbH8DKNUQGU8rcvnOi7GgqOVHF0TRYlRuZoVOtcNJI/FEk5ihFnsYQkui9rfHSBqVmNVHPr5fh9vUqs79mk7tAQl852dB5Tq/dDFd58G/pYAUBaf1/v02vZJqCpVEnQ+Sw2Vng2uzZkGU5WRnLYtrGZXlCFzk7atJrYpsVN7bTVaAzeUTVYsKVLapiopNKn04tFxzB8lTMdTpRM1oFJzmRhqudmbZHLDGOF3oytjMCLz+DUX++bahkGNrjSkqXGOdd1MxGQDc9KUf2apx6rHbblHVX0+UpePkoqk4UtbPMs4iMu5h+VgV99c0yA/FriViSBzoctzU89pVPzW4tSNSmc58BlzU7fSJbdXNbpWBhEdjgOeTnz+aSpTRYo2pnw+qAGajnKXbyWTi1IcXfpo5J8uy7S6NB8XyliQT7LEEkle0CpEUZPQyuNxjiIlrLFUtM+IuWhTnYEKKSquxXEBiQ5N5vTYhJkmxSXN1KaxyV+uB1AZKUqRhuCUQVp8irQaGOIGFYd3AcnKTqHUDRRAKkLI0qsBq98h1x3BBBomQsTx4FrTnsZTqEa9mvdbzp3Kx0Zrkz9SipnrS5BG+WQdu1CPIgDVtusJ0GixUzRPcm3K2B+sNJ4THeVnC8iYxBTK5F5R18rkWibkU0HCuggxLT5bnLG3hpUJUcZxunb1ajrXFCGtvj47b5Ujf3T8Ok2aKlW/k+p6lEbsXq3oudFJetVnICGMPX3EZYm+cf6rHWVnQFxKI067t8RZc0wdVUvEEn/JCrBFBY0NEjZoNGDgGhPIkNbqGMRHU/NrAuISrrEwkmjEhQ6JPYTcPDI/D3briCU2kxJjJKVAkoGQEiloFjuwz1MGE/bCav9KpiFprpmYmsAd++wlmFX3c/DV5YjVU1j3JVk6UE+Pckt9T+SgRAHZMxdOJY8tC2dMpm3dLZHwVrO7jmFySLVmYhx9/nq3tVTSWl6zuxzl17IFKHlqvXe5D/JRyWkS0AwiPLUZ0DISf8f2jpz942/fvQ5m1+TZz/8CxBzt2RF8P1ri+O83Pl+8ceCwM46nbBtTemnOTIayuUTa+1bj4M9HJSWnQqOJNljPhcsUaTXxXAicx4HLGHgQB8s0pMgmN3s7wxSULlXYIFxE68W7EeuUScWw9poydoyI5MhCsvxTUjcOgqUkxxVgIQYeRB2SknXZJRHx9GxIOA6a6DF60nVq6BI8CaacdD0kboNyO0S6bmBIkaHvCZoY4mBAQovOvKWmHWS+eEvSS5K+YNkNmnw5nyAcskPUEREG2ZCIbDKTG41W2MMEsSVZb4CEyeollL5EbtWAzKjUk+sKxuJMhaBW+ByKGodabcSAyfgdnBW93mQwdRUlZxuExwgdDa9yxoDnSrYcaOkUDnEwqlfsSSky6J4oPdH3RB9QIsm98Rv5F8P8iyV1mmVYxaNq2QWbyUJuvJcbplE3TSqN4nQeyalVkbIykikuJVMkU2/3dCdoUrhVdJOQqOhtLrhMMnYT1uANPGjKk3iatOk1B0i11GKUBk+C4AnS0osV9O/1nKQeGmfOcQjGflJvEr3SZKqSOdExTUqWIta92hGxtoiS9eJjvg3j6PCDDYxWX2Fd2KN6AxgiTIKv+RnP2REnxbEv/nVRQJrqDRylb0QGRiNwmbJqte8+uhQjwp8Hb0x0R9iIsstb3or1bOlz/YNmLnWtoDytfakwM0c5JQFRa+cbGNSx/8s0f1UyrUc0gTeb1Y5bMX2Nyeyuz5bRsvrY73I5ZPpRJQrmSoFMvVWkoiOMy0sdoXpKlLbgm0ydy9XRoiYMkJUFyGw/cFkEg2CdpMUaLkqy7LlLA+JKp/asxBcCkmLu1jZp+muuZYu5/K0kKxNKTEqK+VWe+yq4ZA/FJPlbqKz1/Xr6Sj2LQ1I9Ybq8flT3wtPWt3BU5zh/sR6d/TWPEL+VgMPTAFV1nvTU36dv09M2Aa85mNMqul8D/KMRcwL243uLfTsJ9OvtV31bxnVWkZPZdvOVPEGBrK/x8k4bfacxUPQ0k8X2dMxOWFDu9DKnx6J04nwul+GO8yOz03n3s7jc7vzJmKjDU9vSaSB8bfskiqOzooR3VZO3JlOS2pkMq0S7aE4tItloYpNfu5RfOduw0cQmN3Rrc6bBZLQl99uRqhCxHHzRbJ+ekELFKbOvRRTrG6qKMJYbUjP/e6w+JcuMmmRoyHz+IYnpXo+Nc0o0vUTUo9EqUsqRnKmRWu3cMOZgGpStZR6y6pRKCxpGBreKZRxEjYTlyHxbTaPfOR5dlXKOGRyUSYF6Yqjk9FI+JzEfeayyDJZ5MHnN6IxzXrpCd2J0+wPCHkefMw4DDR0eaxtmTd5MucOK7xKBJAYYTOI1S1a+VcZwMl0PLLrorBJaks80IeuuWtRURjpJqT+psl6zhz4nKaxnXHY6XRVCN01Hi9ZGTFGptchmbsRh91jxH2KWl5Qc2cTlup1KG7EahCYpUrU+DS478OoJeGL0RN8gCtF5vDQGVLOzmgoFSXKDNZQozjJLOrYtrIbVAv7L4L8oiJ5V3dQipzp9X6bnufjOOt67jGtiBBXzLMbRRFvZqXeXgVI3FkUvi6PrIm1dDPqaG4VVNab5/ZEXq3e8Zp9VE/t8RW8yu2u/Fh72eBzV94oTosvlawdUK8di+XmZICvkloHmOFeWLEKTkwUzlSQ3KSvli61ec+O3AjCmY9SKIjc+3SXTnUIed238VqeWtSvQVQw8JBTpDfQ7nYq2nesRF3E+WSaDhIsBiQFiHAU05tk6NwLxUewgQhoUHQIpBDTGkZqkUUbGkyajSDLSlqjGrBPSq6JVdQ8nbtrx5J9wpu6+Z7Ry/caRczZXnOrtUfyDaZulxm/+vLxV7Bn3984h4JRgwIn1zQafZ9zASSnYuWN/BBhPHorMr19djH1yeFs66nK0tuVferQ/LFYqs9+mBp0nDmk5f5+spbjrmlWTyEnQsNjYU5XJZP7rSfrGcp16x/uvbW+8OHrTGFjwG3CNNXnLL9ENiHH1RaEl4DWxS4GLZFmFF4L9fD50XKTAWYpcaqRBOSflvgyWWdiM3OFJTtVLylx/naWeS/uokQCRMKc35bTxqD0/paytP4FYIy2XwAUrlHZWU2DdoM1Z7hMcInSqHBL0STmkSJcifRoYUp+LzgKpFJ6lXPibMw5WTtmQuCRxQeA+PffppWFgw4BaMzVxxlN1t5njbRd3sDhTnveaeUQo/xtIBB1ICAMx86KDZSnUiubIBXGKgYsopo40iLFjb505fzdO6EXZe+GmMSWpJ+qt0Z3CPgk3OJ6ooxfPlXqCOvYp0ceBgYGenqSBQQ8okeC6LOA6kKTPkn/xmW/cN4P5B9v8WwNylrMB1iPB+PzGHdIRkjFFG0QRt9QwzymfDFgh2HK+nvwyVakDYo6WR5NjTH2wmgbIDklWe3HFQTUOrPqA+IVLnR0FSbnOPhkYCBiVrGuE5EwWspEdTYhIUhItTQhoGnA5Qlmimo5EkDR2MXdimQQ3hTTtPFaRq7KsZTKMiOiy7r9Wu4tbukeMSjqxuN+ZY110CMaO6Zn+lypHVIg4ydm4vF8ymxYKsCGDsBIRU1onbHKAdivW0+GgplitdXO5XPdQ5s0ZZz9Tn2yX6q7QatdkrEFaiM6Mu3ZqEngzOUX1xL6MzC1/LiKYpVC85vbO5vmFQ3rKL6i/N74/0ZCmOodJEYlSM7KMipeYzZhKKmpL5WLnrKFYc09ksFFbe1QPRkcVNTrvmD0ekJRIcWN9WjRry0eXizYtA5l8j4j1ckCS9f+JVgtHKYzWHEgQq23SQgfNGWdNiTgktI/oENGQ0EFJwahWmhIaU6YmxSnYNEWbFn7lKUTLdGNTne+TF+YuQDl3BE+TMU4r31DGg/paj3TlElQ8Vk17c1s5J8uo8AlHvs46jrVPOj0fcuq75dmpiaDL53Xh5NZOqlbP4rhKufs+qJQEx+BAzizLrNaAKfswgr1pPyYJ9zo0vNzu8hqfKlrW6lOZ/T6jrtbrq515rc/N08BD/R3mAGl8szr+paLc8tyM0Y/iC5+SXF38Lan67PWBBj6pjEObeZxjdqFFdIOo5QhEPS7rV3uNNES2OnCeOnaaeJCBw4PYc5ECO02cabLGbznN34r1lbZ6CMs0jDUMY/FjdoaYRIUo0evsOIxuipascx2JKtz63EpK0hhZKs3OEkJUZzUOyTGkUt+g9KoMasVmQQMxhZESFEsEZxZFdTmPskHZkTgjyTlBLgg0BNmYPKnckogo+1x26kaxpKiSJSfddCQ6gaWikBGIed+zI6QDornLcDKHtmjoD6UtgJhCUsiN2gLQOcss7D3cNkKnwpVa7cKT4LgV4VaFJzgCDbc4Ao4uJYJAYGDggGogsieJ8WwTAZUw7oWmeOJGe/Oav5dVlWhBDThooQmRRg6QMuTiZJ0i/Q5rKAWZF5HTPEO5WU25SCQ/pXlMEjHgoG3Wfo+W8lFJSBMhxFwHEPLzkCOlRR9WgCZMlb3FIasUe7QXiBm6qKmNdVshNg7nWlqBJkSaTiF6EgEZvFH/UqkZSDjJ3W3FVJCcahYAMFFgc9Sn8tjSCLJESEsFU7nL6x5OJWAwm8aq5z1lmJDEmQMmozAzqmXdk2KGGyed6UmVkYWvsyCSZEe2rK9JsHFKQnJNlrW0GRNA9XqyAzQ+tyXjP85xkv/POYoc8ZUxY8jxa7RSdPzm64VSK5ovP5lP+NPZv9Ohe2rn3xMT9OiUME3SC99nfA7Grs9yYgK+a7fKclMAa5LvM+dddKC0xGR0anOvFVJWQNJcI9GM3eM1dypXsaCWJKtx0JhpjGLiB1K6LBa/LYMXXLIgWJFXzbUKGuyVQl5X0jF4oBVQPd2/4YQjMv6sHf5TTskShD2LJmrVRf3pi01bGqMM8+3On3EZn8e3ji2czlnB7vI43PF3qG/4+g1dOOVPC0QswWF5d7r/xrNdQP9sp5e2GBueejlOjxR6cgxZ+HrjXlX9IxYbPNWFgdkZWezceKsvr8vTjrkefLS+Havl9fjrsszGnli/nrpWi2WPMrqvHzh/Ep2js8i1NAgNoo3RktRNqkXRpu9dTGxi4DIN3I8DZxkwbDVxTwPnWE3DTjJwyM3Z2iJMUzTnqdVYar12He9Ru4ha3Uo1N1nGP9UVZ17GyIT1VUhGcRADDIXzP+ROuaECDoOqFf0yECValoBJ1q6mQykeFY/IBpVLkC2RBzjuMeg9et3RScOBHa0ovV5Yd2UOBLagQqNN7qgbcyfpKn2fB8qoJVZtvSbM+Sv3TMjAISJjTNscvcFBdMJA4qBKAG6S0ZGuxdE54dY5nnijIz1KLb06njjH3lmdw16VgNBpIGpkUKuziHREDpYHkS6XRZszbYAnjSTct9IQ7jbVwJP1ezWWesDJ8VBJaC6Y1lLH4bLAAAU4mLNOkxFuNOWl7FlPz3epfSgXtsX6pySZKE1SGPuVzKc44y3BVCRa9rFOG5d5IzeuU42ZWlb6eEBwJjcbfIP3ikQh5SLFQg+ybFkZiN3i59Jk8uV0muBLnsGNbdQqqa+j1VTDvE4gokwBpQndtGZXtmwRSEmTU5QdTdFprbNpNvenINcvFKpSqZW1IIdOAWytxvx60pZl5Lx2opYHWD/rp6bI40nwzWVaVZsUu8tBmd6rAyNPBwnlO/U2UgXWyleqmoXSHbrOHCwn3nFXJonV0YHWrGCnRQI5R/rRLLgRjdCpA+ghr2uDyibvW5PdkziOH1Zvlnugx9zpPVoneXEDeKvtGYMI4izbUJ5nzbLLElFnks6aKbiqAykGNEVSl6BPaB/QvrfMwxDQECEE22Z+aUom41x3LD8JHkqtXL6WWp3HI8W8Eqk4xamundLpnpjCbxPVsDyvIxVQy712yncq9LEsqVA7ZG8FO3IK69+f4tSXeoIjh/YU2NDF7691bmQ8r/V7cz94GVFfZjLSYi9OgMzZuLgY60rX5/GRnbZ+/FuZX5Zgd3q/Hn1qWLQ8V7LY1tx0cfvp0T5MK1qCh6eN5afGvOXx3XHNToKOkoE6dS/cbZ+EqlKLaOmV2ljUNTWIc0gSa/GgRgq46Ad2ceBh6nlHPHCmiXfEgZ0m7hHZkhWUxHpsbnCmL6SSaxtclho07XeAkAmXkvnEVM//pMNedX8tn+WFEjI6bin7EQU4RGeykwHJmQTok9CVV3R0ag3PelUGCQwSCRIJRQublJ14G6ZUnE0YcgbyHMg5Ud6JcJ+eS265R6MNN+xwArcMnNPQ0DPwGMXh9YDXkEFDCQ3JKKGqKFE0x6/UJPeAgakoL4eTssNuTqCKMHiIXoyChQGjqxwfu/KevRNuGs/j1moXHqUtffJcN45OnUGDZDmOXnvrBJ0yoJKOKEZRijKU6otMT0qTWkdYdnB8c1v7INgv6o6lMkVywbSi3htwELUuzpKlGJ1UiEDs+HvTd+cQrUeDVlGGRsEbR5qNju0Y6KyAUpui5BQQPeTMQ59VlIraS1b1GUFDMwEXl4dNX9TIepL2kCJ9HLL4gMM1DQ2K2wgxBjY6II3HxTS1bk6JKFbrkSRm6WHNsrOmDFaJBmfnPtdfqKOR0rNEcx2MkiSSJE6euLjJ2VeySlSexvI5i1UErNAU/ZgRlVHlaRYz1rhI9TPGrkYQUhQ8VGldloxVZefsmSmjoqpRsULKgKP4d6XmpSjvKFOH4RMT4xgM0WmfjuNk1SQpb7asw6kJbQqrHD/2T4usyfHbsyjqnGd8CovZI1fVOECmry4jrot9UcboPGOU/1REMV+JAkrHNpmxcvSDZb+KgAJurNMrJfu48rNIrU6KjOoK1iyAt4zxMVMlU85cGkXVau5yhiGABrVXtLFXR6CwkP4dny09cUqm5+T00K3z61LO88nPT333ac7TKaf3lLPJ7F47Wv6kQ/UmtHKPzxya8qEunoHa6uumlZO4OBdj0PXUhpfbm1/TyYmuH58T98tsH8uzrzNwMStjLmp/y+M4Oi/LI5XxQam/Px9pCiX1xFgxG6+eFqg5caz5T72rl8UyYLQYr+68r081MzwyPbGP1XVZzGlH23hGe+M1DrhSRWYTfhU1LJruDSlLriZ2GtmlyC4ZJWmXu0SPqf38GhvuapHBn+KE5ZyUUzOJkpZJuLrxq5t3jsOmosTqbJaxMStZlrhE7mhcXkmtkVvSUaXIahiy7GpO7ZrvlNc7Ng7yIBtUtiAXwDnKJcolkQuC7gjS0LOlU6Hngg7HhlsGPQd1RL21M1/4r6NWeOVqaAmO5ehvrc09y4DYmRmwBne9s8LnTp01ckuwF2VQ4RbPHmc/tc0F0C2DWE1DL2JAK0ebo0QDTgyZblXoSGmsY7DfdZL60yld/laxMeOghVhfdVaVnFEowMGbM6c+dz925uzXUQLJvdhIaZJUrSZxilxkwt7wRpOWJhd1Fko2WpW4D5lwVu5Bqqhs6TCuc4cpc6Kzd2EZopQlTxWTWRUDnd6Dc0p0AdRZIzUpCkilPLSmfhxPOGOkPXfhLDUJMsYWS+Q4jVHH+Rgq42UAmfzsKusolePvxr8KdCgBBplka3VyyKoRaLpaGdTkthVZ0l/GzEORYx3n6MXPuWu68GhPTUQL+2Q+/cWw00SCuxzD+vO7uMh3RdaW0bzyU6YfNWAYBUVSdjJkdr2rC26/lOcxFjlkMq3I5b2qnulxx3MWQH2pJjPwoGEU4ihy4IZd8jOoueKeEmxIJhMrMiqvWdnc1FhxatVp2UJSyMAhWN1CyOPtkBMhg44AggwiZuAh1cGLSnkAZqBdn3otT9GRagem/F4ejtrLrIFUNWbM7oPjdR/HT2twtdiHt4w9DWDVkWPuODaZ0OBJTv0SM8viOTvluB6f6eP13P3B7L6ZgYvJ17Nf05HPdnrd1SGVn1L7SLrYh1NO+rSuedZhvswpuFH7onffXa/PSX+6La/3Yl9mm9ITJ/mu9T3d3njGQbYIOeMgjU3ACt4lGhdogQsVNijPpwP3Ys9zceBdYWCH8qJaQ7czcbRZ+7zNzGSvFgf0WYWlNHhzVV1Widm46b6wostSw5CdK6uFgDYPzupcVcPislCNGyW4k8uZBjTXMZgT3UXlEGEflX2AThOHlBhU6aMtG0IymbtELuwkU5QcKheoewjyEORfReUekXcB9+l0w23aIeJ4RTZ0ItzTh6CJkO7RJEer10iCRvc06QqnByMaZUe8UCeimzIO1qzLajBiVoSKWvpRNCQRBteQnNB5IbTCQRO3qvQJniRyIXTLPnn2seE6tAx4rmVLwHFwjqGBQQ4MBJIGAgeSBKJYAbRqIIqR95OGrN5RtMHVivoSFnF/CwGHdlPFzOtaozKO54/VWSNBxNSxGB1rZgMULtcuFFpGm+kKvcm64vNL80OhILuInOU1bQX67AzH1jpUEyjlwgYEKmdgTFlUPEc1ipKoojF3t87N1xCjnvW54L8rzeNErIG8JpxLSLK6huR8zoQNVsuieRjWAh3Nxq7uM7a4jiKpImX/4yIUytgZffZW7nxb1qPF70NwKrlqwkCTBT109CANeJeJJmcDxosp5WrnccbOlxNTi/O5WXhRgvMIXiuFpaPZpJqQhSmiNHaVXyxa+ctShGsqAZtTcoRvFhtu/ptf7F1YbbW3uJUC2DQfK6hAnP1RfUfmv55U21m+V48jbpmPzZ8sVazSFAQaF7pLuWpydqchsQIoI5hcFjvXmzwh11qWG6lrRaKaKoOsTDRVV71393mbjqBeh1TXgypTM6kl1rD39PllmvHGWpB50GRuy4LmZfBkAd6r7HS+ONXhucW5e31g5pMADi5HUPwUwxMydSjl4majK22JlnHQaLKrKFsl05OEFuMEtxQqAVPc5ySteYqw12y5sZkZ0zUYucjl9tRJJG+8YYUcbSp+1UQxSjmwFLU43lplGuKomqRF0ELnkc/MgDZ5VXbAGSr3EO6hcolyQaIh6IYBRycNXh0H3XBQZcclnV6CKkG3uT6htCSW+fEyBcRK5HdsAJepV2MTu6zMNIgjitDl/gwmq2odom+EKeOgnoM27FNLEE9Hk78vDA5CEqNJiRI1FF0nVINRVUqxXzlBaQIPFuHKqOYtFATabEtzI7cYKMymYUZIY3+O46GqPL9KrrPGmlBpclbsfJtyUDOiLswifbJT3JmpnqStg06t38PQZEpbdluTImmwdUejE2rp6HfE7LTsEDFBtF4LMtg2hvz0RHU0cYNigKhxzjomu4B3seSXcJpQGdA0ZP610XU0F/Ezzi0ye8ZLk0OVrC6VgYMUhbBxfinRXZ1kWMc60UqyVafr49VlMqTk4Eca1zMrkR7pUjJmZ2yOkErUNeWMg4y9w9qxwWUOSotY8eo4KFEhD5llXEovhmlsqkDFqLGbiyfqEzGbb95CD9Fqq632+u2I7pLtqBj5DnsmP/Fp2YtqRUun9JlN79iRUw78iX04GYQ5tegzjId3xlxe49hn21/mJ5ZOvRx/rV52RiM7ta27MiW6mASe8vW7juH14YZPgqokZ9angQ2CH6NqrQTOvNGQHqiyU+UF6XjgAg9S5KGL7BTuAxuEnVhDNyeSRRKFJZGoTNtTZD3LVZcjzud7LMou31PGYjc/033PBdCFZ54L5FTEXJPSDTp3Rh7U5Fc7hS4lupDoktKHZH0coiOoIwZI0ZFUSGq1A4kdSTaovIC6TwV53jIO3CNxBrQM6jjkM/goWaHxmVp/hL1eEPTTONPHBB6zpWFHx4Ywas9I6cgrzuhCLtE7RyeJqNZfISocxBz9DsdBPEEce2kICAfNUrMKt1jh91VWWbqhocPRx5Z92hDFcXANCaEnEEhE1xP9gURPTF0GDr3x03NHUotm5+xCTFPhXaltCG8t4OBkyjgshwjGR1nufMTroUCp/Ee1LJh1Y1dovJ2zIhuJ6auTa3w0SzWK04zlHdI0Bgy0yVQHoy+IaqZIZSs1CTrt4QStk6k1FSpC6a6sU1Q/paLy5TMlLrvUkruuixKlIboGSd7qHiQ76znqofnAa9d9gjNTj48Z1W6hYjEOm0upyFmatoD5rDCT6YgyAxnTq/TSqsfUIonsplAElZtvY9A4Fs2zDDMWQZVUkNnuVizcmrIhyyWriEHtK8wG/zdf5mG11VZ7g1b1rQLueuirQaUacOpghVbrW9Y7KIvBcz4hT1taUgNOzYBVYmTp71bBjTk0KPPPMppeL53m2xgzCKdyG2k8pNMCXnWNizxl/05lP6qMxlEGQMbv3F1AXaeRT/19vLXjazPm7acv6PKX4jRU986puqzXUevzSWQcNjny3eZInJFzGhfZSGSXY+lnKPfcwD2J3HORy5TYAudZNWmH0JbeOgtHohxwEU8shY+M+g3lVqtPvXH/HYwR+dEJkRE62DuFsZFBQ7kMY01DjnWGzBQfVBmS0qfEEJUhJEKCkCW0Y7IIpfGlm0xTOkNli8oDVF4AeQF4J8i98VIXJrpTuMnbezTW3e1o9AUO6thywUDMUq4ejxuVOosLG5zp7Q8u0TvLMHRqfSysQZtwEM+NNAwi3EhDEMdtpmUdFG5VGFS5yUSXW3UMOAa1TEPC0Xtv5X1OcwF0ILoepTd6Usk45CK9qQA6e2SjDGCaqEpvrTYOtFjnaMlc+dqWj/TSKT31ov5bWlQ82jToOahGCgmNlKC3m8704jNw2CiyFURaRFpI1g1d2SJxQMOtFWLmcy8xbzcBYco+4MKkPuKz8lWyi5OSI0RHSp5u8KToIDja1BLVggA+p4p7Z/pZjVimwCe7n70ILjkD9WLZJh2b8Zryk89Od11In6ga1OUAw1SPwKKXSTmhBb5Nk0IaeeCaFTnSdJ/mOg4QY3TBlN2rrrTLyzjRcTwWNDeB09ygkkxVyo386qaUuatv0QiXnO7WEUFVzoErhX5xzLgXmUzRrLqVavB316S72mqrvXVNZz+gplYsAMDT7IgSswQM9fayEMsRSDmKzBzv51Hysw72LMHPcvunnO25X3i8t3W++MR+1b1yZmtYirnK8muz945zILX3eWrLp7IId4Uaj79zF3Q7/s7yqyeOSRd/v0F748BhBAxlQlW8WsfnnShnufT3HOXSKfe8cKHCWW6WdJaMomTAIa+lOPBFNiJNl0xyU5uiXpKhxDTRjjUPuShTp/eAqkGPIE4Qn1+lQ2hu6FNKMK3pm6mhDGodokvfhpCS0ZaKz5vMkRpZOJiCkuLBXYKcZyWlF4EH9r5Ota8FpAzAPv/+OIvrJE2Qes4wNaUtwq0a6cnqQuzsezEXpPh/vSj7TE/aS0MQ4VYsc3DAcZuzEzdikqv7lOg10amy10hEudVIxDIVIXeK7tVbU7kcfQ6aG7npgURnkn9qcEtTjkGnNFGTQqYrDQU0VEXR6dnGvTeLeSaq0qmWK3X8YBkXuAtYkO/VVPJIHpL3eYGc14slnZZmGYeiVyCNg+izwkqwyLbD7phUo4XRA7Znb6T95H2UUpicxj4USRMpmZpRSlbTY/evR9Tob9ahNpEkWT8RaQlGZCK4Bk0Bl7vKm7NsZyBR91NI1RNe+qlMsZuxKc+YDZlHrI6G9SoKM601TUGFEXxMWYZa5EAqGlN9jQuFd8qUTF3spcIA49SiU7hjku+cr3UMFmodKaynpGpP6uVOzU+rrbbaLwE79eAvZ6FTyy/D8NMIa3+WSMU0kE5rK8uUIEjlAJ8EDMv9qLvBy2yg1tENd9NXn3Kk46FoneM/HUCRahZYzLyL6P9ya656Ryfq6Gz5U+7+azjpeoSw7szgnN6vE98r88LJz48zI6fBy932SVCV2rFoUJRco5DYEU0nSJTnRDkHnvfwAOES4R6OjcKlWGO3MzUAYYWjHlSI4jJ4KFr0dny7GOyaAAEAAElEQVRpdLZLa3tzmiYHQHKdg4w3ZVFudBk4iHNIY6DBNVnZxrusqGQOm9HtrYdDl6BLyiEph5joYqJLicF6bRm3PzqS+kzZyI6T21nWwT2Xsw2fgsq/AnqWG8BNRaHFSo1Gg/l31wrXKXKdDpzRsxfY4rgvwhlCi2OXaTJNvhGCiBU7Ozh46ztxI1uieK7Z0EvDQeDWWfH0rRjV6BB7Bg30Guiykk7nAwllECGK5NoOc+li1vZPemuAgVsSeyvL1s6it7ECDDHTa4ZcDDLEEVCM0dJ0Mpe42mqrrbbaar+0bQwMuOnvKcpTvZffqmPlR9ihjkAvHdNqwVGtay4HejRN6xgKWUQwTkc09Mh5paJp1iGasr4pNHdnM8CiZHnCCR73Risy6FFvEakATHln2Qau+v2UGMWYEpYTzvgdmZBT1+VOgPBaDlIF/EROfOUUYKhfz5aJ+CSoSlk6sWrt5NXkV9usmLTJcqttpiU1InhxVtorJl3opHSGzSKuIjh1ucNuoRJMIbsCBKZToLOqCMkLqcqs6F5FclPQXNPgLdMwNgDKUik6dorO4CFnF0KaKExpfGVqEoWelBUIpMldeov86i4XRu+sl0ORUM30BtO4H6zjc0b4gyqSFK83tHpF4oYnemBLh0qgl0irkYOW8muHiBC0IamjV8dBHUE9e90R1HPLhk5bOonsiVgfZ5OWPeQuwYMmhhSJkggac9TYaj8SDit7FVKJAqvRk5TB5P80GkDQ6kTFLPNX0iu6yDKUkPtbSFEJ4G+z+wXYSgNc5rHggb3lcsIP4CHwy34BdmO11VZbbbVfXDtKICyc8lMe/Z2fLd+sqDZ1FHxGfTnlyB67+XMH9RTt5lQWou7XfFcEXu9wqu/KajzN6ug8c2f7qQ76XVmcxedHh/As+/W0ZU6ck4mm8Brn7MR+HIHGZ4/afhIZh6yErhGPsk2BrQ5cxMSDkLgEHohwDtxLjku1KPmZWE3DBkejQoOnGSW/3Oi4W92Os4ZWWe+/MDIAfMVrcWIZB1+KZGQqSilNcpy3X6QV075vHbLNHzZGAUmZ/RwS9CockkmvHpJyGKwnVxegj2K1DWqUpqiOqJ4kniQNKhuSu4/KDnUvojxvxdE8BG1QzRQXzVrb8oQgL1nPg3TAaSKFniZFDunAbbql5cBjPk4jHefyiI3c0GpiS0Lw+FxzkuQS1S2D2zCkLVFbunhBTA2HtCHQ0HOg01siHT0vE+kJSYkxEjQQYo9KJNCNDfGskLQnienqxHyGk97kDEOHxr11Ph2iZRpCzijEipKUC6C1/K3JFGfIEYOTcnGrrbbaaqut9kvZFjSiOyk2WZa+Vmcbo/Y6BlapPj1yWI+i4NP6ZeG8n27fOAcOk/Tp8nhKxLDOKtxFu6r3yFWC3sWW3z+1Xxyfv1Gff5l9qKtoOXG+TwAXXb6/VLl6GthYHuvTnPpFZkI1a3QfH+3su3WWSqrldPmdp9snUeNAvj1yi6ecbWiS0qZEK0KrMtc0z5kGpzJmGgQ/SkZO+rpTsaBkprOQRiVC4wznG1iqjq61HlPhBI9dZisFJWcNuKTOOGSOd2ngVrILIYv+lHqHecZh4kHbI+CsIBpr9oZsgC0qO/tJO7u4Whr10KF6k2sF9qhGgnbWuCd1kA4EOoRbvPRE6WnFemVs8iPq1QjumlpUtgS2DJyTtKFPl0Rt6NkQtGHInZ4TiV4dCaNlpVFq1poURax/wKSeLyRxOcNShowe1QFNwQpoU84u6JSeKU2FcgFIbvbG+PeMWL5ylVZbbbXVVlvtNWzphC4dwjvcVJ0+XbZXfP1hu1My5Mtsw7PZ1NXhRPT8VEA9f+vuBe9yxuX47dn3WezHXZkWFsu+lj3rMspJp/9pi58EJ3XG6DWAx0hJezZ74xmHmJUiU8ST2GpgR+BM4TzBmUCLM6nV5K06U3MNQe4hICJWVFk6uOaOWa7IM4ozxRhyZ2EMlGh2zxMOkVISPfU0GHFs5uZLySoIJrTegDZCasSWcbnwNwp7YK/KTUwcknKbf+5DootKFxNDKY4mZxsky1BKQ5Jz1J2R5PmsqGQ1DnA2NasCc8XTNegNiZdQPopoD+mJ6ejHAz4FQuoJqcNrYJArHIFb2eNlyKpKUw9cxKOcQbokyo4o56i2DOkCVc+g1nshamfFzRIZpEelI8aBlEwJKUlEJRAZUKJ1xM5AJzEYQM1ZIE0H0AGNAQ3B0NRQVJJiRldpBA6mnDRKRo36+3Nx/tVWW2211VZb7cikjpIX5zBH36vGlxN7RUcaUr2K+W+Tsz3F70ogN52AFyVIq4v1LYLXMu9tcExEkqrWYPIBJmyTv71wakuD0LuyMMdbrP6qmTpQtxJeHOOceHVcO1E7+QuAMe7OiXXWtRF3Yol0Yn+WNmWXphMzLzIf920ED+X9fLzq8r3zjEAl2ycBHLIEq8asppTYlNoGFTYqNLnDg6g1ixvzE1KKiK3fQRJbxolY06qRCuVyvgFrBKXWYKqor5jSS+n+OlG3Yv5OyAXPIlOmwXTuBS2vsSjalJOGZP0TDloKotV6NkSljynXPOhU71Bp1ye8Sa+yQ8XUlFQugAuUzeLSKLAHvQJ9jOqriHagr5ojnjpiGvBpICVr1xZ0jyNyIOAk4vCmToPPWRpnWY20Q2VH4hylIaYzFJcVb4QoPp8jJUjI9RWRlCU/Uz4qU0cqwEGzLGbM/RgKEOggBaMlZWqSZuBAzIXQFXCYJISqNuDjiVlRw2qrrbbaaqsd27JbM5NjWGUR0OLWp9mS1RJ3uPqV8y3MFINm/WVGyKDjpyetpsKcdExP0a4W+zMe2nK5UxmASZ9QT2RCyFmN4/6YstjXU+ZOyD4+xV9RJqbLEijMFPLuslOf19tb0pKetk8FYMiJRWsa07P30frkMg6AF4v+twIbB61zNM5cfqFBcaTUENUTBUK+oCGjTK8GGrw4SkGCy+DBZZnDqSWIceI1ozEVZ5KT+SxM18eAgCs1z1l4XbPkqqBEUSsAFiFIsmZvKAeUgyYOyV5divTJioaDZtBAAQ2m9V6yKCotScxpV7ZGT1Kfr0UChtxBuQMdMkh4jKYnoDegHUlv82cdToexk4QQQQeDJxJwalKckulcQmfHng4gbc64tNZ8TfN1yMKWSa6JeoXKLVEOVe+FaIXa+ZUkZfWq3DUjZxkMMBR1pExRCmmqaQil8LlWTNLp2aYCDPr052+11VZbbbXVVnMnnPCa5z+nn0zUn2n540zDCWdy/EhnTnapbVjWNCzd4DoXIUdLTjBAj8DL8rMa0NxFG6rXUYudL0hYR/ikzgycAjDLaP9dIGe57PL95fmVO4qkT4GJU2DpaYDjaZ2nF+vSap2j7Pczdh3/pIDDoDhRGq+0kth4ZeuFjRNa72nwkDaAI2pLEE+fgYYCbXa4nfrcqM3j1VsBtPixVNrOcQELkSY3iBJJBiXUWVExQizFQKVBYgYQKoqxpQRcQp31OhiyS947oQf2Ajei3GjiKga6pNymSJ/pSp0qffaLI0IUU1aK4kjiibIhlUwDF6aiRJOBXUDZZ1DwCNUO0scgPYb0CNKrqPagjxEdUO1IGhBNxKxpFAi5wZ3la1CHjJK1e2tqpdf5dlAUU3eybrduBAdJXiXJq6jsUblBpUddnwFDQF2AEThYAy5Ssnstg4ERJAzWzEJj6c1Q6hk4QUeqx4eKmnRSumy11VZbbbXVVhvt5PS4dCyVqgo0m8xi8DpSYUrfAx0dp1kfhBP8+OPKiLtyGst5fZm10OOvz1hLJwlQld1VTH0HmNDjpVRPZRuW0cwFlerO/Vl87xSDYgQqp7Y3Q20n1r38rN4vHTM04+fL1MpIb1uut8qQPKPdle94TZv2aUKJR7slx58UutIS0c1vcBbctyplVmqZy3LV78fbPt6xY/e0Zq7NW4Jo4fJXfy/XMV+fzF663Oj4Rzrxyu/rtBf1z/o/jpbIzbH0eNnZWlQt46Gp2lbJJsyv52n3XU+cQJ1nEOoT81pZhRUjrLbaaqutttprW3YKnz5tLifop1Fels7809Z812dLZ3qZJXh2Z7SsYg4uTm2DI//xNVf6mp+dClzmdgA56imnPn9mB+e1zt+zOkOnjvUZzrPKkX/6htZTllRdieWrrbbaaqutttpqq6222tPtDWccVltttdVWW2211VZbbbVfOrYCh9VWW2211VZbbbXVVlvtNW0FDqutttpqq6222mqrrbbaa9oKHFZbbbXVVltttdVWW22117QVOKy22mqrrbbaaqutttpqr2krcFhttdVWW2211VZbbbXVXtNW4LDaaqutttpqq6222mqrvaatwGG11VZbbbXVVltttdVWe01bgcNqq6222mqrrbbaaqut9pq2AofVVltttdVWW2211VZb7TVtBQ6rrbbaaqutttpqq6222mvaChxWW2211VZbbbXVVltttde01wUcfuzHfowPfOAD9H3/87dHq6222mqrrbbaaqutttqbzl4XcPje7/1evviLv5gnT578/O3RCVNVPvCBD/AjP/Ijv6DbXW211VZbbbXVVltttdXM3hJUpRgjX/zFX8x3fud3/mLvymqrrbbaaqutttpqq/2StLcEcFhttdVWW2211VZbbbXVfnGt+blYyQc/+EF+7Md+jM/5nM/hMz7jM8b3P/zhD/OhD32IzWbDr/21v5aHDx+On8UY+Wt/7a/x2Z/92XzWZ30WP/qjP8qHP/xhPvMzP5Nf9at+1bjczc0Nf+Nv/A0AfvRHf5QPfOADALznPe/h1//6X/9zsfurrbbaaqutttpqq6222mvYJw0c/uJf/Iv8nt/ze/jyL/9yvuiLvgiAn/qpn+LLvuzL+Mf/+B/zuZ/7udzc3PAjP/IjfO3Xfi1/4A/8AQD2+z1f/MVfzNd8zdfwkz/5k/yzf/bPODs74x/+w3/I+973Pr7jO76Ds7Mzrq6u+O7v/m4AfuRHfoTv+q7vAuC9733vChxWW2211VZbbbXVVlvtF8jeMHBQVf7oH/2j/Mk/+Sf5uq/7Or7yK78SgK7r+E2/6TfRNA0/+qM/yqd92qcB8J3f+Z18yZd8CZ/5mZ/JF37hF47r+fZv/3a+5mu+hj//5/88AD/4gz/I53/+5/OVX/mV/Jk/82d497vfzXd/93fTti3vf//7+RN/4k988ke92mqrrbbaaqutttpqq70ue0M1DofDgS/5ki/hG77hG/grf+WvjKAB4Lu+67v40Ic+xDd+4zeOoAHgd/7O38l73/tevumbvmm2rne/+9186Zd+6fj3e9/7Xr7sy76Mb/3Wb+X6+vqNHdVqq6222mqrrbbaaqut9nNqbyjj8Ft+y2/hYx/7GH/n7/wdPudzPmf22Q/+4A8C8NJLL/E93/M9qCqqCsDZ2Rkf/OAHZ8t/7ud+7tH6P+/zPo9v/dZv5V/8i3/B533e572RXVxttdVWW2211VZbbbXVfg7tDQGHT/3UT+VDH/oQ//Jf/ssj4LDf73HO8Vf/6l89+t5zzz3HF3zBF8zeOz8/P1quvNd13RvZvdVWW2211VZbbbXVVlvt59jeEHD4C3/hL/DVX/3VfOmXfimPHz/m9/7e3zt+9st/+S8npcQ3fuM38umf/umvua4f//EfP3rvwx/+MMCo0CQib2Q3V1tttdVWW2211VZbbbWfI3tDNQ7OOb7lW76Fr/iKr+D3/b7fx9d93deNn33Zl30Z2+2Wr/3arz353Z/6qZ+a/f23/tbf4iMf+cj49+3tLd/2bd/Ge9/7Xt7znvcA4L3nwYMHPH78+I3s7mqrrbbaaqutttpqq632SdonJcf69V//9Tz//PP84T/8h3n11Vf5+q//ej7jMz6D7/iO7+DLv/zL+bEf+zF+62/9rTx8+JAf//Ef53u/93v57b/9t/NH/sgfGdfxu37X7+J3/I7fwRd90Rdxfn4+FkV/y7d8y2xbX/AFX8Bf/st/mV/9q381L7744trHYbXVVltttdVWW2211X4B7XVlHH7Fr/gVvP/972e73Y7vfdVXfRXf9m3fxo//+I/zfd/3fQC8//3v58Mf/jDve9/7+KEf+iG+//u/n+12y3d8x3fMQAPAiy++yAc+8AGePHnCD/zAD/C+972PD37wg3z2Z3/2bLk/9+f+HH/wD/5B/t7f+3t893d/Nz/wAz/wyR35aqutttpqq6222mqrrfbMJlokj36B7fr6mnv37vHH//gf56u/+qt/MXZhtdVWW2211VZbbbXVVntGe0M1Dqutttpqq6222mqrrbbaLy1bgcNqq6222mqrrbbaaqut9pr2iwYcmqbh/e9/P7/yV/7KX6xdWG211VZbbbXVVltttdWe0X7RahxWW2211VZbbbXVVltttbeOrVSl1VZbbbXVVltttdVWW+01bQUOq6222mqrrbbaaqutttpr2gocVltttdVWW2211VZbbbXXtGfuHP2O/9N/gDiHoCgJUgtpB+pAEniFjYOmBX+BNDvQiHiHuIeIewAMCC8jXCEhIAlQRQiIKJJAevCpZeOEnbRc+AvupYYXkucdUXghRp5LHZdpT5sGfPJ4PWOjnh3Kpe+4dIltG0lNQ2w9ybWonAEeNBAlMkgkpYj0ggRHp0InjriJhHYgOCGoo3fCzT3PS5/m+dl/zfPTn37Ox3Yv8srwbvYff0D/3wjDR14hxpfR9gqVHv046KtbiEB7QJ2D20t4co7cJHT/M2j674FXYRB0EEhX4HpgAARkA+IhNRAEjT2a9vZ5TEiMKAFEwQ8QFA6K7hXpAgQgeVCfj7sxnKgBiOAau3Y0gIL2qCiCAxWQCKR89QWU/L79Cg2iAehBPIqjfCIoaLLlEVQiCIAi4lAEVPP6HeAQsPuKhKigeVsg3Hzsr/983PurrbbaL7Kdfcpn5d+qUjtRG3PI4wA2T1CGBBjHk2n5pSk4KcNL9XZeNjGNaUq1LZnvS96YlPfUxi7VlLeb91Vl2jcFRZD8PiiKTvusjMc37buO26q3O/3IOyzVRyLTV7Vah6Zqr6eDl3FbaToPiI3H00LV/qXpvdlnOtu18WypjmP2eF203uGyV5IXL/NL2QM5Og8qi2us9v3pWi2sPg8i9ckB4PDRHzv+zlvQLn/f54BU563RfK87aLFXIzbve/tczxQJwEHhKsFjoMsuR++gTNOiiIidPwE2Htk42DrkvkMebvCXO7bPPce/4j6LT+sf8umHC94z/CwNLyF6hcqenQa2mrhIcOaE1gmNExrxnDtlI0rbCI/Ec0hKFxISzUdw3rHbObY7pfXCGQ0PhsRlgksEtM3+C+ATNJCcEgi8og37IBwGQftEDEoMEAblibRc+ZaXNlt+5lOe4+PvfoGPfcoL/MSnPeDJo8DhUaD72Y6wFXR7Qdq9gJx/FnqvhTMP18BPR3gpIT8b0I/fQneDDldw+QS96GGbIG3QmGA4IDevoo+fwPAYwisQPgGhQ9Ngz5hzIA24DcgWkqIpQRwgdhADOgwI5m9LAo3Xdm0caNtAE8BF89vkYD+9wmaDNN7uheaASg8aIdk4JPkxuvpj/+B13X/PDBwQlweZBlK0PfYgkg+68bA5RzYPwD+PSINoj0iDT8/j0gXOX+MQPFt8M+A14SQhkhB1aHQ2VMUOZCDsNlxfNvTq6ff36W7vsT/ccggv8zDtuUiJrcKGPYKwAYaU2G8c4Z6gm0gahDQENNwgKdpJRwmSbCiODRqFXj177+jSOVF6gu/onHLtHI9bxye852PdBa88eSfX6T304Z2E/ZYke3R7gwRBuxaiQNMj9z3EHcoO0QRxA62AP4DrkSgoHlxEmgSD7dc49mOOtyRBUwPJAJZNCoMNpOINBOBskmwV6fs8gIg9WOWFIkTUFRCQv4cCMW+7HozzgKuSJ0Gt5rqAklAx4GFvp/wtmeYdyNsXhITi8kTmgMBiQUQUVXtJcRzkxOSw2mqrvc1sGgeUygmvwMH47mxM0IUDni2DBhUQJ/Nla1998l0pLv7Ruhemo3N8GjS85nGKzh3cO7d5DGDmO1KBLGEEKaPTffIYyhFKPoIT4+u4+drxlsU+L/awPhQ5+cbRHtgOnABMUr09fl1On67jPTlhd53Pt66JTPe4uMmHRhSSTMBYdATPIxjwChuFczXA0WELBzHsp4I6N8OLOEG8wKUgzzvkfot7cEYzbPACbjiQ4oGkFgQuU7tTaEk04kbcqRoJ0dYbBHoSUUGT4hI4lEaVXYBdFLbiOHPCGUIrOSiJQkr5GU6oCslBFE/rPIijaTwxBQaNBBSP54yWwbXsaDkPGy7cjsvdBefyAocLCCkyvHKDu3dNugjIvVfR5uOweYD6MzhPcK7ImcImQZsgJtuXqEiX0BShGezFAfU9cAvsUekRAkoPKZgD73YgO5D7IBfm0+kAcgUu5kC9G8crewyd/ZEU0gCxN5/K5227HMxvWvD5Jhl9L83gUEfw8XrtmYGDtM4cWLU7ScQhfgN+g/gtuPvQvBORdyGc413Ep0CjLRtp2QCN7mndBRu3YSMDGwm0ongnqDhCbEnBMeiBjp6h9Qz3AmE7cHUjBNmwDz23neMqCveTco/ApfSkpDj1iFOitjRbQS4SchA0KdqrXeBoaC6RiN6hmojaENQTAwyN0GvLvglcbxOPXMvL7Y5PhEteefwCj9O7ud28g577hEFIskHbDtwN7AVubyFuoW3Q7Qa6Bu2A0CDJov/iDqjfIxzQ5gZCj0YBPTOHXoZxTLXISmOoVEOVkTCwheSXE7RxsBW7IWfRtHK3+Qz+nAE+om1Pow0quCrSJKgu7iiJlDtNtM1OfapejEAE0jjBC258z6JFDdMdq6AxR5ZSHuMdKm6Mfqy22mpvV5PRa9fibVS+5jzDcOrrFWiQ6aW+yjZI7XzmwEYkB2PI0TedRb5tcl5E0MfdlXGcqhMJdbR87qqfcFxn41oJt0iO1eh0XuqDL+HB0ZnXysOejm9miwyBveeqvZm88WmLy5M/W9ni/eMMjYz7Vn9SXZwaAUiVz9E6u1EWO3Eepgs636/xd80+yiKbcudN9Fa0DAAyoUAyF8Tu5QpkiY7xwBKMwwGbfDp6LOCY1IKKAQMeLt/jYpk7cQKNQ0bg0OAud/irBj8knOtRt0c1IJqQvBmPxUtbmeKSKSWSwqCCRhgkEQqgTMY/8ElpB+WsdexEOBNhp45GY3aMEiTz7VAlJkf0juAd3jnENTTiGbwdmwU+Gxr1tDS02rINLee64dJtOZOHbLcNQ0z07Y50PqD39vDwCngpsyGCZTd22c9qHLQRQrJgegrQDxADnAWk6VB3AHcA2edMQI+6AJJfCWOFyAbk0sADA0gHfj89lT77r+TxJ+Xr4/K2pbf1+ZhfGRT6ZKQgVzJIYv5iyv7WMiP7jPbsGQeXM5VJEQ8iHpxH/Dnin0fcpyDyaTj9FBo9Y0Nk5x5xpoELd8t5GtgibOSMrVyy08gZHTsiGwyIhBa61vzv67TjWhqu3cB12zHslP3FE4b+hsOw50p7HhB4kAIPYuJhEjoS95xjEyLbK8EDLoml52Kw1FESUnIkGpIkVBLqlCSRiCP6nr1zPHKeVzaeV7Y7Xr54gVcv380T/zy3h0v62w1BHclBEgft82gKEAJ6O0DfQNMgzQ4dGtgnuAXtG4j38gM9oO4G2kMOwCfoN6DnoB3IAdGIpkN2ynP+URvA52km5affGx3IJ2RTxk6dbrqYqkG8AWeULSWOcSfF2e+iORuR8hgujIq9JYIhzWJyTGN2YqSy5YlRpICKmAc0hzBkcKCng3piy6nklNpqq632NrXKtZTi0NYOdlnm2EGdHJsKIJTfPVPmdeb8C6KSJ9zpp0bN1Nniz2Z60TgmVns15+ecHMJmyx7Z8lhktr6RynOUYVgAgDHTUP5OHFm1/N0jqR7lWjh5DU4dUJrezqBFRwCwdOiX65fqqiyAzAwA1fSpJeBZ2Cz1U2bAE/fOW928m5xDl2knKhkT+vGaaf1sJDXALA7OGziL0CfY52DwDdCJgYny7DgHrTe60pnACw7e1SCXG5xe0OyFxh/wm2vacEWbOjwBR+LcwYUIlw1svRIxRrUG0GTey4ASJFrgXBSlIeVAuvSRrXdcJOFedLioUyYlpSleqXCbEp0KgzS0zuPEIWqUp6SeQZS9ttwmz0EdQT1t13J+5Xj4quOFFy7p0wUxCn3ckty10c55QuS/Az4KbO3c+ku0OQO5B02C3R7aWxheQYc9hMGYJ3FvDj0HaG9RMnjwwcYdUQgjvDLwED3qBpABmlvgGvQALkC3hZjp6yVAqwFJPcpgfzcJcdEY6oK9JwNIQr0abU0FKfcCGSi+Tnt24EBr96MvgQ9BZAPuApGHOHlo2QRp2LktlyLcF8cDrnjgbriQwJl6NtLQIpxpz7kKF5I4V8WLpxdh7+DGDdy4hlfE8VJseKn3XKXE7S4yPBe4aiLdTeKmizwOkQd95MkB7g9wP3kuVDm/8jTDhtYLfgjI0OOSgjhUPFpoMZKgUeImMjSJ263yuHW85D2f4JxXNg949OAdXL3wbvbnD+iDY7gRUhdITtGNon6Dds/B4QncHtC9BzkD31oQvevRLtgDGbeQdqieg15COliNiBOQNt+craHQ1Bl40JgHWQfaGt1HgiX1Jc+QxUH3Cq1k39/lhytV0SqHqFrmo6SiZ9zXRVp/hBbk31MGFnXeuNyBbvwpMyqvcRJlBCjKnLNrxzYO8CX8NNZBrLbaam9Pm8aZ4vXJ7DNOONrl7ZypqDPxPtc2+EyvcFWkXnKkroxxLpN8YwVMlDFYUUIqzLZe7UcV7dclW0qXTuwdx64L13mW3FhmPmYHP21EpozJ3RBGjj8eqUI6X1yq7zzVp1hss84SaLVvJ79Xr7q6vqfaSqmbAZP5cZ3KRmgOemVwovr2y1yrZJpKAQYlu1KuhQEKYZquFZBY6CkCO4HWWRT9ULIR0xyOGD1JNmLUJq8W1X3kka5FZIe/8bRDzzkD911gR2CjgY1L3AfOHFx4wbVKcEZNGpLLzI9yCzlUIUUlOW/lkQr7KHRDZKtKSuBi5vcnIaaUcwCOvXpupKFLjs45No2jBbbRDjqpEBCuBG4cHEiodLRccX7boC9tePH5PYe0Ix62dPEB8fo9qOzQJpHOXwK5seBB56E/g/4MDc9ZrUUzwHZvzvttB/sODn2m3Oefeg3NHrYD3PPQefSgyMsRhkM1gDS5bvQAPLFsheZaiEJtUqyewWXQ2EREotGaJGUakl1jlQzPNMCQM1KiFrQ1tGau4+u0Z6cqaWNX05UBeYtwhpMLnJxZMbM/cOlueMCW52XHiwIvSOKB6znjwFaVRgINA1vdc6EHLum4JNLS0mvDQYRrf+Cm8bziA/f7DRdpw8fxvLLpuT4PdOeBm+vEoRduho6bJwOP+47LPnHZw/2m5bxt2PXCbhNofKBxCe8E5xXnQ3ZmBXUJtkK459nfD1zda3hJGz5x0/KyPODR+YtcXzxk//Cc4b5nSAPxSU86COoVvfXw6D50LXo4Q8IOQq4ZGBKEAMMe6WOmI2UnX7cQHhg/TTwiXZWiboDzHNnvC0TPBcMuR+1dRQcShBaVYMfjneUGIzYpppK/ryNbMjr6OqbKp8iT6MSFK+REKQNKhgAymxBjflmKeCoKnLZmo1hCc11GDUmmiYPZhPR2Si6vttpqT7OaIqMVx776vB4QXNZ+aHSkJo1xFF+AQXaSyhdSHgN9xedOBh405Ek06BjNlFHgIeVa6OwUj+PU5AYX2rH9WY5lMSsvUxEis7cn6FTGda03NS00Yh2txksWBcnVftTbl8XnM0Ax7YGOkX6tPloQr2ZAo3LwZ5miGiLo6ODOFqu3Sf1dFhmHAgJKlttVx52XEXeEkd52bW6XxzNOsLku0OlUPK1iEXDJ7INcr0rMtRDijbq0sQJpQqYslaBfOz1jcnDwagO3W8Sf44cN29hxHiP3NXJOYivKmYP7wM4p26zNErwyeKFzSgpKjBCC4FSI0a59EBmZNAfgNilNTOwk0sYMAqPVskZxBOBWDDz04jgIRC9GilZoVIjqiKoEsayGSKJ1AZED0t/A1Y4Hj6544u5xiGc8cUKn90hDIO1vcO0jlFs0dpYAGDrLInjAndvFaAOyjZl50qH7PZKGTEfqwXVIM6DbCPcVzRQxvYlAbyzw8dkcsghOl30/nQLA40CRDDz4ZNkLlyYgUcdhnE5jUGDy4YXRP9TI67ZnBg7qtohKHiMsTSU8h5eHtO6Mcy/c94kXXeCdac876XmHvsqLcsW9dM2GGxoZwHU4Hdi6gYt04EJ7zjWyUU+vwkE9l2ngVhrOtWcXzzjzgZ3f0TYJv9nyeCPcnnkOsaELt+w3PU9uE2ePB3Y3HRcSOd8FzuLAuSrtDpqN0G6FZqf4bT53uRQgXUB4p3DzHseTF4SX9y2v/NQFT/bn3Fxs2F8mhnvXhIsbUjqQpCdtW9RvwG1B9uigEJ1VxrdXiNujaZNR3R5NPZJ60C4PuAHiGcSHRh1KHeI6cAdDh6KoekjbDBYy1YfMh9N6sCCDicaUKpw96LTJBoHkcsGxLhQ1qJzz+QSl47KMtRGlEG8BBzKYqLIQWlOeZAIhsxlPqr+pfh+n4bwfK3RYbbVfcjZzsE9Er8esd+ZwuztekrMQNShJ88yGJFCRMbM/jo+VWMRUdrCMdN/hiI/LLOomTmYh5A7Pts58PKvJ4qee+HjhVtfzSL3pMRvMEZFp2q96O0/PMswzDPOEy52jfK0ctZgbONr+6z1Xb2HTQk/K2YasgKTJjdk2A8wZIJQTHXN9QC/w2CFjUbWJqxhwSEiUsYbHwveCtA5uWrg5A3+JbB7Sbs84d3seSOSdGjl3cCaOC6c8cImNA++V0MDQOsJGOLRKiIk+gvaOPjhiyNQlL2NI0x5dJUSjP59pAe9KjxLVQpCdWKZhEEcnkBrLLnoRRBuiRmIG2N4pziW2LpFkz9DD7gr0Zz/K/t7zhPaSx1vhsLkgqRCvBNc8IoUEfQcv76HpwXfoThGfLMDbKno/5kLlDq5v0CbZ4CLRvPZdQC4G9IFCiKa+dB0h9WgfDWgkTMRGI3TDmCqSKBCjgYeipikxK5pWoMFVj+KYadOJGBJLbYQYPglqNPnXac9OVfIbJJ5lR/AC4QW8PM/GXXLWbHnQtLzod3wKwqfymHdpxzv0VV5I15xxg5MO5JZIj0hk6yLnruNMB86S0KjgiEgUWhJbbWhDoNWBrWtpmy3eNbjmDN2cEzcN0TmG4OgOB/YXkZs20A4D22FgG4Sd82x9w8a1tF5oWqF9AM19wXmHdIL2nnQmhOcb9u/c8eRFz6OrlptHLfs+0uktQxsJmytSE9HUkTaKdudo/8A4gd2rqD0FhszlFjZXVi1/vUHjAOFgSDUdIDW5fsEDlzl4cgZyDW6A1KF0FglwDWgpXIh5sG1n8oCWjorzqIwLGTw4iMZp06gFdiLqp5F7jOCQh2KtpoplJkLG4unj8F9WViqRjvyPkgxuiJ8yHycjS9PEOw3+K3BYbbW3r+kUUR4lNzkeH8qAIiULWqnK+KqmwZeJsZJj9eToq0XuZoJyY2Ig05tiHoOKQ5WYqELLMDZFUakq7h0/OnZyj5z5GYgoDnIJzFQjYF3KIKdc5Wr1ak7TiA/GVesJ5/+Eiy3T4GviGzLuwzLLrEhVyyDVHk2ZAVWZzSljHdx4EFPYSqQ67kkmiJLuPp4J6nO/BDAVqHi70ZQwRx4vVlfraoGAZGznjZrDH0BU0ZAZEDHT9XIBtLYCjdhl9Mk4+03hwuf3NjIWBEsS5NYhySNdQ6tw1iQeuIHnxDIOOweXopz7hHeKeGWT6UhECK3QtY5uA751pC4hnRCDEF2ywLpkbKPCLcI+OC58MlVRP90/CWWQgDrweM6jt0P34DeJ1HhQwaPsNNGKGosru0shCX0S2ic/Ta8P0C284t/BzQXE3Y5w9i7i0CBXL8HVS+iTjyLPH9CzhLxLTC0z7dCmgfZV8B34a6S9Qn0O4rYCWwdb0G3uORAS9JpBnYnGMNLL8/UJisRgxc8xTTQlygFkimLSLFSTQaOfsgqS+WCqmYaW1MDjkPILozC9Tnt2qpJrQHaItgjvwsl7aP2L7Jot9xvhRSe8W5RP4Qmfwqu8M93wgtzwMN2wlQNJEoPsCW4ATVlVqachQfJGM/UBFxKbCF6C0bcSNKlD9ICyJdIQNlvCpmVoHUOy9FY6D8jlHveox3c9TQ/NXmhlQxuUZgDvhObS4TcOd0+QuEVvdyTdkIYLuicX3Hrl9qB0KTGEjnidiNc9qYO0G1AX7aIcArzq4VFCr/fQR4gbVHvUP0G217DpgTO7MJ3d5sRcSZ/KhXdIukBdzAPdHrjJclyDyR/IJhc0iykg4Q3l5uyPzYS3jELMZaLzgrYgMVLqlTWmMkznWody06TFROIy5cj+skmnnk3dYrIvPR6mDMJUt5CyKkElB0Yak9bzCW0xPYwhkdVWW+3ta3MlmPG90U5F+is6hejcEdfqs6IoonmCnVGK8iqdjEWm+OKV5HXWQ2MZ45SKSDmV38rSwx0j5rM3jwHIbGcWcXOlkqXW+aqOTuNSzegU4Km3e+LD8VLoeAi62Lf68/kxVJs94cxTg4OT+YF5EOnuQ82AQxZ0qhNXRXJw7G0FHzab7CCqFb1qyvekoq3CFqtN6GWc+wmLdYw1BlWB/yjZil3nxrxEacgZiSwHn27R8IrJ2bsnIF2mIJPPuZKyYysqeHW4JGiCNgnJK8ljgjm9lfb2KsSRcaY4sec1iOOWhDqhddCI0ojgZHqOGmx5n2Dbi8UNnNHhWmd9PzSlnHmwQEECnDqQgW245rx/zAX3OWveweYAXetwXhDuWy1pOkdSg/IIXAdbhbONMUfcFuK5MUTUoztgE41CpAKX0a6TKOwVboAbgd6ZeE95pdyjpNSnxjixwPO5Lf7TLJuQnzVTyJcpZZODtCODUTMAKaAh1Ot+dnv2jEPKS8sWiS/im09n0z7ksnU87xPvouNT9BHv4jHP6yd4qAP33IEz6djSE1xEm2A3uoIr0Wm8gS4S2ggqHoewkYC4hKSEKgw60AelP+zpwpZDf8a+Pad3MDhIDxKx28O+Q1SRLuI6h0/BauU8uBvBBY/zDtd4uNyBXsD1C8SX7xP2O4ZPDAztgdAnIp5026Ifa00pVTy6i9BF9CbAx2/RJ8CwN5DgzyD0CB2qe0R6q5B3F1YsTVEDkOzk762fQ9rmp/PclnMOyZXzSjRpLtfkK5/TU+oXwGE/Rnns8xyl8dEkwzK3V7Rw2rI+cDXUSiloKw6+jnffmG4nZw8mW05UeUo5ykFr9gcywNCQ19OM+zBNRlJNrm+r4X611VabWZ19zI6kahXJXow1VENE/fWTFKAaWMjokNh7UyZ1dO5LLUSqMgyj8ghHIQ4dwcN8HJ1tuzi4s/dO/DH65TKOwzobd2urQdLE/7deOXeAgdl6Tqy14JsTUXqtFJKmY64b2pXxuvrOmO2oAEOVEZ9DhhP7KjKDAPOfz5aFtt0r99TbLHe92+UC6ITQj7KkaFZa2uTi5xLJ1qq/wxJkj89Imf6LuEBeV+NznUPOaLgOuCKFnyXEluhvGdyBwZmsahSImhhSbj/oHLvcuMzYNeb0l1LMDYkhmZ+dinqZgHOatQwSXZZY9s5IFGfe0TjBO4dToQ3GzN4mYdtlB7yBIFZ340RpSERNto0gxr3wkegCTbplNzzmXB5ykWBzA00D7r4gzRnizlAeZr9rYz0WmgNsNxC2oBfo7T0Ij6x+9dybTyjR6gjOc+ZgAK4FuQK9ATl4U7YKRhuy5yb7XjH3NIs5SzA+vjqpMkkOPlNlWhs3xXiDTHVdpXArJct4DJLdydf/ZDw7cIgBNh6aHdKc0/gLzrcNDxp4kci70g3vjh/nRf0E9/UR50RaIs4pzg24ZqBpc8QnCS42I6qSXEavweCteDtJLnk8ylbgQhMPYmLPNdeqXGngWs85bM7pzlv0YUu6jKSms07KLynSCRwSMgxIFFwDchOQg0Nut/BuRc49xEvS7TtINzvS40R80JPuH9AHHn11iz7aoh9u4LHAgwipg09cw6sRhgF2DjkXtL2FV4aRO6a3e/Pn+3uQLjOa3JscqQjiBqMUabCbTTQLLO/yhJDDBDJYi0dJubt0hLTJlYH5xtE2d5KOk85vmQCb8rdJmBVcsZwspBY9L+g0A4gp452VTEqaeBz9l5M8Y+TBzI3OgKrkegzN45XMuaoiubFc4Qeuttpqb1+rs55loEmnA+JaEaBHEGBf0hxhk9rf1FzwXGgzWnu1ldNbh/EbyQJzWXEpgoQ00pZsSKpAzsyxrSg2OnfAZ84+1TpmwfwJBZVOz0fR/RndZ9ZIYkGrWmQ5jn6vwz3lvYrvvOxqPSu6Xl67el26+H4dSJLp3MxMjuBEDTRqEDYHY3WAqYqcaw3zavGPt4mdvcsi/9pDfGT3g6ap2WuJWueu0eYz6iRDHKZeCJaJqChMIrCLFsvcgux8ptqI0Wu4JYWB0O+53m151SkvN4FHPqLOm3JiFJqkeA8exw6m4nmB5CF5wQdlGx0pWHBdYirJE3wT0UZITuidEltPcva3dw7JPRu26tj2nk1w7IKw7RwMnug9XXC0KaLJIXEgogxJOQyJmCLaDiQRNHZs9JoLueb+Ds4jdE9MHGm4yKqoe0H6S9hfm5y9dCa92nXQe7gCbls0bGHXGl0mebRL8HjI9KSIvpTgVuDg4dCgYciFzx2kgKQWUoOGODWX0ziNiU7Ncx+LoTXL8zrrxVEgdwYWGnMdQ9BpfSGrKpVx83XaswMHtZtUXEPr4axR7m+UFxt4Zxp4x/CYF/gYD3iZS7li4yIiDeq2JC9IA77Jg0BqaFLDJiS2KeF1MPX/2BClgQZi6xikIagQQ8DHwFaFC3ruO+E+wmPfcLW7h3/uArm3sYjLvVtUBhvPHyW4iVaIss+RnEOCziG3AXks8I4GzltUrcsz/SWpF3TXwTagqYWP30c/cWnUpHaAdG3yZTePYHNA76WciroySa4Ok+zqHAyN9XUI2zyYH6YaAcmtwtnbhAS5s/KZ6e4msr6vmByY66xCX3PWwW0g5kZwqbE0GYcqhVXkVRtoymCS6UpjBMi6P9uEE8cBeOoYnXKzOUb+reRO0MWk9GnIzeXIfTnGfShROfV5cii0LG+D3RjlSlWRtWVO3kZD/WqrrfasNjrF84i9zBq+TQ7lLHo989WrVH5NaVn6u2OEPP/tZFI5JUdrc6BjclSXfRRYrOTUcc17EkzHuXDMqZapj65a/VJAafyKVj9PrGP51tMdhxPHMzrx9TlYLCdLvhSLz5/uxx/tUinHOwmA5gseNdx7jUvylrSmZSwG0OpaKxZJpqImhSqL5vzxuS8BRPGId9Ca0yttTgM0RabVZYxtqpExwc2QeNwKLys8ARqXVRWTsEs6qrgqEwuC4GlCfq6jY5szDUETTlJ+1HLvFBVSEeVJRbbejUF5nLIhsfXCRoVtSjlzIUhyDKpETSONW1Rw6nAkI1InhRhxfU+zO7Bxe3bnt2zijmZw+MeKexxIe5AuQXdrEqndYOclJlT3ILegH4P0MgxPIPRwm8eNjslR70H2CgdnzYGHs3wgvfnYpRY1hUxrz4qaYs3cZMwCLRSUXAb/yUHI4p0i6BAsozEkawdQ3ydlPHOvnw7+OoBDj8QOnwLbpufSRZ7z8A4JvINbXuAJD/0tD6TjjJ5tDJmWvyU1DeoEL4kmJZw0NCrsNLFlwOFIaUNUIYkSXENqzoitEvVg0lV9wAXHJgbOnXBv47jYbNhdnLN5/oLuRUfY9vDiNRp69KCoPxgq7+zkM2SfOzuyEq1yXZ8f4LKD3WPQF9HH9+GsgecOqN5apmDfQr+1h3DwMGyR4KG9st4NXW+/b0zeVQ4NyH309hzVM7sBSNb4TUMuMm7tovvOZFs1V99rg+Jz9qCxwumx70HM9RHDlB3QM6M7JZkq7o2kmC0/8E6s2MlnZz25vH6HjPprOYuRi4jyCTPVEa2m6IqrqqUvxCixmofvEZiUiSQhbHIfir5SbZJpPzOwkMIR0Po4VltttbeVZcfZgvN1GrQU3pYsRKEb5YyCq+RWy1iVKspFFTuZsgJuAg8qkxY+tSOlU12VF0SyDDZSKZbM+z2M+3v3Ac6d9ZqXXzjXs+8sMg1j9vf02ssadJYh8NP8YDt77DvPeP86rXD81tzjFpkvM9sDYcwua5HjrjIOY3Y6H3clNFt59tVr/ChVQKkElEpUdVICHBv2LZI5ecdncOJtYa6inZQmiAk7LyX2VkQAUkUTc5k773QCE+R70nnrPSVnRnxoB2i7XIibsxHRHHhViGlgHz1XoeFRdFwhbLMfKlimz9pkWd8AK4AXCILP03+M0EYhJoha6ho0k7SFVGoRyH0fkqBOc7Bd8SpsRNmK0uaXV2M6qChOEiqRRKG+K84pjUArykDCa8SlnoYDrb9ls7miDS1NL7gbAwwScpYmDHAbLHK/caZi5YKxTbavWpqCW9gP5l+Vrnc+2b0c1F6lviD5rJpZgqtZjTKJMVFKINUZAtNGkUYnMQgqkkgRsgyaezjkwudBLVM0VM+vyNiP7ee1c7R4h/NKq1t2esZ9H3leIi9w4Hl9zEPZc6nKmUS2bsA3EXGNFTk7j6ijSQmvgYZE42GrjiZtQB1JBnPncypmnxJBlbT1JBdJ4nEONily5hIXPnHRbDlrEm3b4O8Jcm+HPHcfrp/AJyJ0Ce0GuBV0nzVryRfukJDrZMS4pLbcxcsg74TDu+DxBi4PRtjbX0F4BR12cDiDvskqRa3l8m4H9OoaaW7BRWTrTAI13jNJVnVGaNMrSDc2JOsmTyDBbh71uWN0pucULmJxrqUFucgNmDPyTCE/+KU+Qq3zdOwtizFLJ+fC6dymXop+c7J6A/ulpBKrFqosokk5GmDUqAmoGL+Wcblx01LS9z7TBQbLRohWBdMlNJLlUcYeEGth9Gqrvb1NJiqJyJJDOQGBmp5Ud4mWerBh+l7pt5By0TNQ8Sqn4W10UCs6zMjZz6pNWYHGivPS5HTV0od1pP9pxzqL1k9noN6xkYI029lcBXbqWI8RwfJknMiQLFMs+Zsqi3ljEZqusy3UIGg26C8yKHOAMu8XvTzWEpxaStSe/r2CNRXYqT7U5bbeLvZyLhjIXYjL/TvS67Jz2tRTt6CZ828y8Wl6xpy3TIM/B30Rtt46F7evoukW6XIZ5ZCD49Gast10npfdhnO/4dPaAfGJIJF+Yy7vEECjcIawjcImZCWy3nxAVEmdWksCB0M79UkZ1NFHCFFJbiyeMGnSVtlFYeetwdxODaCYxzDgJLGRgLaRID2JgYg57i5aycYmCd5ZP4RBhLZ5Qtu8zK7572mHc3w8x/UeOWzslnbR+mUdvHVw1jPwF7C9gYsenruCj94iqYPHEb3NtQQa4KwHn2teidUjts8ntM/B5TAFRKj6NjSW/ZEmUykbqsHP5XOWjFI5jqGC9kaPsoxHquIJGag4sRP/Ou2ZgYPzHr85Y9MKFzJwX5/wQPbcl1su5SV2PGYrB7ZuYNMGpAXnhVYTLplz7BR2KbJ14L0zBzJ5iA2iHic9nY+Exg6oEWvFrRpxNIhPiBeaRtk0sPGJ1im+F+S2Rc63iH+IvHALzyd4nNBB0cEQst5miOsTNMGemWFAb3P1+uFgg9LhALGBZsiRsHNoLlA9Q/oLCBeoOKPouIcQNkj/BKQ3xaM2TzDhCXI7QNjllNMVyiE/xWdW15Aa6yatxvm3eoaASEAlZyF0yDSiFtIOcdZFUL3PNKNcJyEewW5yTdFalVcZAgvem9yXlMGFwVJ/Wm6FQm/KlKOSnZFYZT18BkM61iJo3eioFDghJZ+ICaL146SgtFVIpIQHy4Pgq+ZDa43Daqu9/a2Kho1+qczmxqmhW/7I56ia1ONHcTpzFGpqwDBSRM33zQ1Adb5524cqWi8ug4Uc0vWSKaApy1uXaF/JVNTOds6+ygnnNTu1snCa7f3FTo14YQy9j9F8rTK2wiRlLRkcjNKuM7/5Lidc5uPx7POl9OqUBTq+hFXPitFxr2pWylJLQaR63adAw+wYUgXymO6V5cmU+ry8jcBDusnPgtU2FDwwUuvqn9W8KkW+M+a6B58fpjarJpElQXGoOqT3xqwoQGPQHAj3qDb0/X2u/Dkfb8/4ab3BxT3R9Qw+ERo4x8gUfnBc5nuoHTAhHKc0ouxSwfYCrWTugpJ6OCRlSHDINH2n0KbEJilnYtKvu0YmISGf8uMfQYRNG3EyEMW6Kqs35aVNq0h0NAjiHEPrULlliI85u/kYmyfvoblpcZ1HtoLsQFoP+3fCoTPgcJvFezYD9AO80MLZGVw4k2dFjW40YPWxpS5BXa5HyWBBY+4KHSc5VVHwcXLHvCJbrPC5tXqGUuts0fZqTArJYr/JenJY74eyziJhnWaP2+u1ZwYOXhs2csF5qzxIj3guXPMcifsuca4dG73FycH6ELTgts6KkVPCRaE9mIzW1je4kp5xuWBWHOgOpCc2PWkTEZfYyUAvLSmeIyGhbrDAfCOwa3DnW9zO4wL4T2xw/RYu97B/CGcD+sCAgroDejbAVUS78sDkiScp2g/Zue2t8Lm/4rf9j34N775/j+/+//1TXn78Csg9IIMHOQPZoe5iLBHAXeaolIMuWKFyvIV+bz8JKH2Orjsrgk65yFkU9BohWBdT2VgxtAbrKihD1eSoyY3jers53HmuFVBEh4nCJE2O3g/lCo71CtoAbULTMEZ2ZIwkae7unB18cWX6m8CEll4NKX+jiKWnaiYoA3/pTm1drq37dSm6bjIVqa5tCNP3xiru1VZb7e1tJxxAmYCCFG3ysVeDTKJvFV1m9KBKxLrOYmSqy5xFUxdMFwGH0n66mYIlhRriSzCnpkcdE2Gk8ognd7uOsC/HtTLKHkfhhfr0zDO/JQNgP/L2jjpuk+vTco1IBQomQCLVxjjhUUzAa3qr6qlR73OdsamBh86XnU7RPEOyHPKn419kP3S5UOU8V4BGT37/LW4aKlC9oJyNt1BR1KleTOI69l6mybSZTiMB4sHo2KE3Sk6Ysniacq1krpeM6unSlms555WNcOktIO7TkPvQKRtRDsHcJI+Mtb4iuSZivMbWy8MUkLLfndVDJSlJUm5CLGxU2QhsJFkPsFaMhZGDCIWGIxKQDBqSSwRvvktDokVpMKrTRiKdDvjY4fpbZB+h1xIbhTa304qNFUIHsdrZfg/dHvrefKp9ZrQUdUtR8232EdqE+Ey50kJLygep2cF3Jd5q52JsZ1LoSXlfcNafCyTXg2TfK/dpKGWwRlsqoGEif4wZ1Ddoz55xSA/YhnPup8Dz6eO8GJUHQ2LnHI1TnByQZo9z4HVnxfx+h8Mhkmg2DZvB42KaCnrzrVRSws5taL3H+yGzaCKCElqAloCn30B3pgznjnAJaRNhUOQKZNjgrh6gh4bkE3Lp0CRIE+EM9PKAXAdjBEWXeZcFFeZBzgf+43/vf8aX/vp/i5946SW+7N/+N/jP/+b387f/yU/w0ZcPRgUyZGROu2uR5tykWNtDdo43kNpciBxy5D9UaUWfUWBn78nGejfE3KNBHcrZiBLV5QlQmlwwnClJSUEbRM5y9O3KtGklZwVoMppN1Vxl51q9A9fmdeg0QSpT6qug1Cnkl/m+MQ9cy5BRkQdTRvFh3eTJPOYIW5oKorUd1S60DHTlQSPvhyzFp1dbbbW3j90R9pITr2VHaFlEmWXmZU6rZ5F5KIo7YzR2sS8qRRB90kuXmHs9pPwq2ZAlBajal2q9Mlvg9IT92tP4FOmfIvqnQMhda1u0bxsB1qnt6NHvo0ruHdtQOXEtJ09+lky4O9C5zC7c1Ym6Xmi5NlncVnedo7ewpYVDONY5qHnu5T7uBaLL2TVr4GYCPRb5HqU6txHOIioHpH8EV84Cm92AxpwdErLyYvZ5gxIFOhqu2jM+em/LNvcm2w7QNCmrYkYOanUJCaVNIFFxAjtxOJQgSpBEipZWELH1+FwnEWMioOAc2jjapFjvukxz9Io6sQBDufDOfJWk9t1OrV+viBJd4jzfl40oG000sUdCh3adBZiD3dO5DNSsjbnmY4DuGr19BPEG9Aa97a27dH8w365JaIwQDtD1xtvy2c9KcWrsVoMI3Phsa3HuJR+fyNinQV1GAEXaX3WSWc1KcBpzp/A2V6jnZn91nOANSSq9royDfwdn8gL3w57n6Hg+3XA/DWycafKKiyBKih51wW6M0OP1HJEW7wWfi0WEUuCbozquyWjRujynJuDaRNTOFES1J/mEekfcKsMlHB54ugtHcKDXDq4E2Z+j/Tk67EwNqRHkPBo/bOfQ3RVsD8hNhEMOxqcsGZoiBPidv+7f5kt+3b/J+7756/nvnrzM/+UL/hf8nt/4b/FVX/gFfPVf+usMg+Nf/MSr/OQnniDpYNH2+NCAQ7rJk9kOtLWGIfGAJqP6qJuavpWMi+SeBkZR6rOSgFGXhMsMrK6zKsE2X3FrqiHqslJRm/mO5WHRabDGV3ODIlg2Z5z4yphaQgDFiZ8FoEoZWprWLSaxJ6rVwJ4l4cbBXyyLMhZqu5GDKpprIvL3jX+ZRsUlqdKrq6222tvVakexElIYH//sEBUuQvm7NqlmQpWK1lRRa+rAyZKqUyJ1wsT7xefmmzoGlEYqQdlHzc2ZihCE6lRIDRVlsyw/TdJT880pnzudj+l17NsvMgaiaE0NHemlx+e5dGZWmZYtDv2U6TiVacizgEzL1/H86ZBl+soYhKqPqSzhJkrN4ugnk9n3xn2tZVZnwGDa9hwezc/z28VUB3Pix8uYWyF70NZP8beaxheNkiyli7OGDCCSPVebZBLxem2eYZOLcbXJczJ5flYjEyWI7pp+e0Z68R4f++wLXN8xXAe2P7E3OVZNNA1sBkhJ6TXmTlD2zGxz8XQg0bmERqtX2KE0ktgnYZ+s324vSlTzFQ7ZB0leSJrYJPBR8CWCLxN47BPsVXniEvuishQTFzFLuoiD6Im7wKADt/R0ekOfLklpR9RI6g6kwy3afQK9+Vm0e4QeHqE3NzD0Bg4ePbbCaN+hFzko7IMVVIc+B3A1U8szIvJMTdmw8ys6AUD1pSFfzLS0XLsyFlRnfzBVUqupYmq4AhqAXRk7jYY2CSacFl54mj0zcGj8O9jKc1zGc+4pXGrHGR1tso1GheCEoI6kzmSg4oD3CSeeJppM1Di+qIPgwTfG13LWaER8g5MNjYsoLaI92jqDsG2E1pHOG+JZi97bwXaHnu1Q2aL7xmSn9gn6HfCctWPfCDQRaZJ1gmsGkxnr1F4xjAoTv+4z/zX+Xz/yT/jwKx+D84b/+L/6y3BQ/sjnfxFf+dv+Jzg873nhOb7oa/8LfujHfxbRFuJgkfXExImVe6AeSWo9C7hExKHcZOBgE5tKawXUDIjP3LmSjckPKmmDuA4lGKiQzRj10tjkHNohPyhWUT8qJuXUpWS51HHWdYwKS4rxHudpa1cNxnmCqgf4eoLMDv40GZSZxU/RNs2FWVk9QDOIGScDGXkIuQhwHPle90292mqrvYVsljWoQMPsJbMhaaKenIhwn/p5p9Tp075YXhmEOJdT/NkpKQCm+KapBg3zxmnLfTnFJppAVNWwbBZ5ZxakGQGCTF+f5tf6ezUBapmiOXUu8ipODb3jV4pjkmUfx+tR+/s6v0TLjExZpt6O1p/VmaLXShpMYKLOaJw8zW8HU6tTEGRqBubM/5AmT52lgL+cAedyQK6IHOY5tjiuIS8fI+pBNhloeqxRbQQJxgBQMq2GA0luiO6K2wc7HrGhOT/j+ZeuubwNtEHZoBycgYVe1cR98u28BTaoKZUmGdtPKbAVWzYoRFx+7BxB4UatT/WgpsaUktVLNLmLtGSw1CXlkJS9wiEqB02ElFBVYrTKSyfK4JRbYC9w46BTJUQl9gm9fWLdovURuv8oHD5hkqvdE+vhMAQDD/EadQdoevNXC0CIYcoszBpPFnWryt1yyzGwUDQrwYFYJJRyb5mQ61UXHe7HdfrqNXsWq7HtddqzZxx4F1vdcR47zlNgK9c0csATLPWDECS/2NAGnxt9Cd4bR42UeXQuA4fkR6m01Bj3PjlQv0H9hqQ+0+vEClTODYS4xtE0G5rtGf7yDLezQmN5AnIdkZsWCTtUQ26IEcB3Obq/NeqQ2xuKE1NYUpTf/z/9Lfx7//rn8oV/5k9mIJMMrDTwx/7uB/hj3/cB9Fr43/2Gf5fv+Y/+1/z7f/rb+cjL15Y10Q23e89HXr1BXG80INr8gDn7PZbq98G6QRNy05V7CA9G7WLrBt1Y8YzxnVDtp+/6jYEGl5FoKE/bJtcI9NUNWno21IO6SZWJS1aALR4paflZWrnim+aOoSZ5N3WVHlP+493KGOEo7EUdixJLlqFE2aKBqTEPKCPYmGwFDqut9kvDynOfzOl2gvisaOSzFNzoPFceZgEWtXM9495PARAbh1y1xVSNd/WuVF54qcMrxYVlVi8lEMhE/0/jiqdtH1VgV4hjJsdapFcXTd3G/ZuOd1QeqvMLC2/ffIOy5mUEvzovR+BrGekvnPHqu6Oj48ZTNHNKUq7BKFSYGc+pKmRfIJ2yyDzDMjuiqaf2CC44cWwnjuvthiDyOZYm5aa5LlOQq8dDquvoqoye5hWU2p2Qm7s5JgDR5n4BmQzBoGgsikClO3GH6g0xbTi0D3mya3Cbc1663PJcf2ATE1uFvReCgI9Kny+Lz3yEIOZnDElMr0Wnmh0DBkISlwGqhRtvVQkCm5yBUlU2avUTloixQOdNStwmZZ+gU6GPptYZsRizy0X6UeFa4MoJNzgOCn1IxENA06uofAxNH4fDR9HhVQg30N9AH6yp2zCgwx58D23ISkYxF5PHTM8v/hgjLVtd/fxjF67UOUimoxXgoAU4VHK6Iz1p6m5vK5wyr1JKSV2VupRKpe0NuFjPnnHQDRsu2KYdu9SxcWc03OAlR+sdRFGSBlLymcJjcp/iFNGMbButBnlL22hSo2WJdQV0LpEkEdST8JB6ZBB88pb2EtPk8SLWmboNyIWzyeW85Os2MDTIsEGHS0Qf2qDfXsM25doDTJ0owu//d/5d/sPf/D6+6D/7en74oz8JF9ssvyew82NKSaLyf/3bf4sUlf/iD/4uvJuc3l3b8H/+9u/nm//mDyH+kNNEJbCSJ0PZ2MSlPiPSaApHnOdIVlepGvVTUXXqMmmN/N3GlIqcs27SaWv0KD2fJg9JjHeNOCjF0MLUt0GaqShwrDHQagaUDErLpCvVmD8VUWdR4kqdu6gvV7yCSiasDPQ29isT7K7tDd7Vq6222lvEZO7kFCG2UsjXyOyzuek0j5R6h+XryHFfZCmK07mgEWlxrkYQkmu2XGScpethMsmoM294oARqJk94dJvHAFHl9NeBndnpOTqgDBrcuHCdK642Mv1cAqhZvweZ03sWWY1xqM7gbPTVy/XJTs2sOVs+PkkyxaJijQjmnZwNBMzTEgv4M7tNZoeJzpej6jcxvl/1MXibmITpmkjMajtNBtpjwawi6nNtZGMXTTLdr8n8+iZ3Ie4EhhKMVJOUL9c3O8AM2ZHNvRxM6tia1+qjwPDhc25efJHUnPORzUMu/IHgIniTQm1U8DlQ3Horbm4zpUiS4hL0MdEna8zWjLex4MVlYoog6uiy89+LknLNwsYJrVfSxmoahqTsCfRq3k4XHcNgvqaiBO+IThiccC3KJzTyiRj5aBCuDj2H2z3hGjR8AuSnUPfTqP9ZSHs09miy/ls6JOgi0ve5FiqOkrUMhdVS0ebqwIa4XL9g53bE/rmu4fxsx6/61F+eAbXnh3/mxzmEYKqZwUCDdKkaUzJAyCIS0mZFJqd5jMq9tiRNNTI/n8DBS0/rLtni2PKYVloaaWikxZe+AiSL8qeA4HFR8THicwW+kDmhrslp3SE/1A7VlqgNAY/XREgdIW3z2K34ztH6xGaX2DYNG3G04mjweNfgzj2ytX4I0jjECXI4oIcIt+dwuIeEmB144/lrA7pN/O7P+3z+w9/8P+eL/vP/lA9+5CcNmZeGGa3PGscKZ+T3hW/+29/PN//Nv2szXLsBueDXfPq/yvf8od8BJL75v/xnUwM3BGSwc+QAt7OCpRSngpjU5qJkmZSFxgkry62OGQgbtVUa6+/g8g3LuQGmsTg5VANqaZ40tS7XKrqvkms9ThQo202b8mwxrq6qeZDxd7teMq7TlpWxg/QELGoQUf6uw3Vv/iTz+f/qfzDJoZVoQsqpxKw5zWCFYJoKj9Ek7QhVJC4JdIIecnQnZqpZWX4sVLdUs47hvhKdKVGMUlhVPivnNuXu3imPLQbQCmdZNY3AcAybjoI0JUrFNHsfczTyPe6yE1DHCyvuOCa7PNEaKm7lqBaT62aKstfU7Wv8jox3kJ/dW5OlTOSoAxSV2zH6dMXlWmTNZDx4avb49Hkle1nO29iZOObC2tr1STPe9bFJ5eBWTnDZV6mvtY7nfyxG1fpalM6w9vftx374Kdt9k1jtDZYGtW6aADWn72dR7eq74yk6BRrGYaSKSB91XJbFbyU+XzulOTJbulo5nVL/pfdB3XxulnmolZuU2WUD5rdG9Ufl8I+bmUXo5ydj0nY60dhtdpIX92L9VpF5lUlpT5FJUrZEQ0sEs3Cwl9dFi8LLNE1MuG2+fRlpXQXn6OI86GKP6+tVqTON40q9E8tai7eJlbFCxXyMpBM4S97m4CRjkBFyVqxIfToyhTtnzmSiuojI1NPJWQ8BYyjkXlhDdkx3mjtL9yCO9DNPGG7OkI3wyk3LT+uWvg2kTaBPyi7AbhDaKDgn49RZAuWqikYhBHNnQrJDUhTnEo0IjYoJDHmIjZK8CUB1TknO+j30qvQonSpdsiZypqCsY6hTEaIovYO9g49H4aO3DS+lhld3jv1wQz8Isbsh9Z9ANy/D7hV4/gl6GCzTIAF2g/lxQ8pFs9GuxcGKq61hcO7AnXto0ZfGlLmRX1NlGcrwLsILDx/y1/+Db+JTH7yTPvRs2y3/7Usf4Yu++St49ORJbiSXcjw5TYDES1ZgyqDQka+/jL7Z2PzS/Tw3gHObQNNuaKOnydJarThanAWHNFkDjqQ4GXIfs4TExrJhg0ydDn3+Pbc4FPW42FiROZBIRCIpNYgmWhzbwaG3iahCt204cy1bv6GVC7w8wLet9UhT4IXe6im6Bj1skVcVTb1dbE1Iiqha2bn4xPv+h5/Ln/x//z/54CsfgQuHJI/ikSH76kVgo1XYiclx9a31foi56KV1/NOPfJjf9vX/D/7aV/0u+njLt/1/ftgyAUXf25dTvgG9tAwBgz3YUhqftUWAF0ovB0nMZiSpUry6yw94Zz0h2DGG7YpDLwbORNtJqcj5LJ48aq2N85+ZbU/KtjMYsWxDkyeUVM05c4AyrSmNo7oWp9TuqHoUXPxcAoo3qWVN5HH0SxWlQItzrlb0XaIIxcupJ8888cosampybpMP7mZAYHRWkcrpnoo0Gd2fKqU/i7ROHTWOTabJ+pRSyqyYqgIcOjk24z0x0hMMdGrN8RyjibJY1kDIvN+rjsdqFMjF/la/zQo9awdy3O1TYEBZPADj28fHKfC0c7f4fS7DyQJ4Vd8RPX4UFtuYeu7KqY+n77xVgqt1gzc/pdZN03Fsen/aoZbpGRufGVeH9mvQMDmWWt9r4iaaUe1jolnxrjho5hSoGjV3vITOondaKDmx/KR4Q3k/ZFK3c6ci4Kc87wm0HxUv15e/AkY1/p3/MQci9TOo5Tjm+H10OEoRro5861xsKUUaN2eKynM1xhNkOtYyjY0yoHVH4zpnUh+HzFi28zGivHXX/FDNSnKEFN8eVg49lT4L5T5rp+JZrVsMx4lnL0DrkNaupcbqPtWM1kegl5uESUK3gvTZKXWKnmtmTfTooxvicM2wcVxLy8uuQRuP31jA8t7giL1yb++rFgRKzAeS1ABqwCLwfdIcdjGH2CFW56vgnNI7JXglOWFwpXu5cAilfFXoh5yRSTJ2vC6HGQQ64Bbh1eR5ZWh51W258Q0dPUGuDXulV1F9jLpr9N5+7JnAENAmWPZGqkBt6acwuFx7UFpow4P7l/zZ/+Uf4j3Pv3M2pcDxEPCpD1/k7//EP+d//E2/m0Bi02z4S1/6J/ie3/ef8lv/1B/k8f7J9AxJBQhdjvH6/HyWuaqKQZbBTrSOYDy7PTtwONviPfi+x8cDXge8RhoCjUYrB3CRjQZ8ytH61KDRoSFay+5yJyYdJwkk93oIHR5HaAw4IA6Xb69WDHy4waMeutBy7hrOmg0buaDhEpeLakXUxDAeHNDgkb61iOr+HN0Haw8uHeghdz82NaGDU3jgc2CzQQ4uqw5kObO2VKZjwKFzyDCMklrqLV34Tz7yIf6j7/wefvfn/5t82/f/3Vz+UxwjD83OMi5yD407iG2u/2CS10q5LsDFrFZF7n9grEAkGTcubqwPRNqCHDIgOFRV9Trd5Foau3jbvotW8V+KcWYqHzLWGmjxtkqnwXoAFqn+Lj/d/P1x3TXxMk2hxWWIbpRCLOt/8wIHaQotIQOHUIc/c0qwcBFzs6QSORyjY8vzVztBY+Szip7D+NBP33PT+ZNlhK12ssv2p3XpKMvIYhRbbKeOdEq9/lPfkyqDUa/7BGio9nP+QxaFnKXBlltst3bwC7ionU0339XRiVysYwRgS6e7Qg/LW7Gm79WHuDzkI6dwcVz1cyenlrnDZvuzAB93Sli+yUyqoaBEsZui1F2dgyWVZ/bYVI7xnaetBqo1IF6Ay/HhLGNn/t7k9U73SAEi4xha0Efl1Zcsbg0I06l7qfoc5vvFa9wOy/vu1HqPvn/iS8L8GVi8SiB6Jovr5ufCjkHm973q1FNvPC8VUhtDzvX9S874Leab1czq+6kIqqggnUP7M3P0s7M/Mhc0VXRlbw3Ndpia0mA+lzEhGnN6y/3rvbElfAaQ5NrQ84g88CZd+iQgrz5CO0dse/aXz/Px+3Bz7ri5p+wvlBf7xIu3cPZxT+q90fNdMIlUQHEM0RGtGhrRhFfFYWwITQYkfYpsXcR7c8X2XrLiEsTBcegTXRQOSRgGP66jaMZEMRf/lsQTPK+q46Ps+Jje41G8xxXnHM4iA1fEdEUafhr1n0Cbx3DRTbQtzT6Uj/kVeMe9h/zGX/W5WQ41+wWqVozRwP/m838bLz1+lW/4L//ipOQ2Bharl4NOA3/7X/7X1hbCOwYd+JK/8NV8z7//DXzlb/5yvvo7v2kEJVMtWI49l0ZyFYAuzXxhYlvatl7/c/XswKG5wMuA5wanVxBuEelwrsvNNByblGhSsJrjwVnqKQSGQQ0lCsZ7dDWytRPrYs9GlCQmtpRoTL5UIo14XHCk2BCiY5c8O+fYeE9LM2ZjZkJ055iyku/gPMBZA90GokeCQ4fWHG8NRmvaOuTBBt0l4wteCVwLkvKVcKDNYBmLHuiC3X3iM7Uk2E+n/KOf/DG+/tN+G7/jN3w23/X3/lH1sDdGK/Le5FsLuNKdVd4nIMVcf2EdDXG5PkHqkTs//ORtynmmKAz2ckUr2OcsRG8RM/W53iErbbhknEYRJMusqVTRhsqJKl1F53xUl+kiHNGipkmouL45go5UhdXZua67Q88mhze589NUg2vKx5UYr5WWZlSuGuWjVrNwAQqZRuaqzISQo0bLPkq+ynPa+Z3q2VPZyrS9elsj5aByjoqzNFMvqR2geuKursdYE5OOL9MMWCw17lPlEB21jh3PSYk41vsw283xlM719Cf5xfJ5blg0SgGXe7qO+i8K+Wfa+GX/daLzLfdV539P382cm7LArDh0Cayma1X48TKegzkamRe6qj1H43VNs9W96c3plKrfOJvwtm6aBGM+/rqBfJVhm8aa5fFW992p8+CqLxUO0MQFyqBhqM5zmIBEucblefBM18lnql2Y+lqqFid4jkslLTIP4zEc77DkZ2KZbSsKdFq9M1ndIG5ZE1GyBNXXpIrluEx5kAocjLEeGYHA9mzL2XabT7etLQ7Kk+trxqFeq8zDGP0tlEwq0LAcS+bg5ihzVwML0cX3FkGp2XP5drAqAJMUYoPEFtIOhl0OdEbwBwMNPqKbUofopiyCF3v+0EkVTLz5HkXa1HnLmruEbGSiLLegwTIQOigpDDi9IkmApmf/YCC8GOjfExnOElcI1x24DyoPHycuOiFq4kKtg7PPkuxDA0GVPmcX2gSbQZHOArmSOyVrvo+SKrGHIULfB4Yu0ScYotBlBSIRC1Z3DSM96RXneITjVVp+pr3k1e0ZN5uWQ9MxyJ64uSFdvITyM6TuCXp7i/5kQPfAIcFNgJCsxiFGPvXF5/m+/8Of4sn+hse31/P4WJ7Tf+gnP8RX/dU/TR/6XJfA2FASGMEZYudXvEd8rt9NiT4M/IP/9p/z3OYyy7naM6NextZdk7MtM3GCaXuMlOqTca1nsGcHDr0g7hbCIzQ9RuMVyC3ODzifkJIbSZ4kxjVL/UA/OBiEhLBzyQp4XCnYmQ5ERGkcbFwHLhGbhuD91HmjafDiaF1D27Y02w1N0+AJOPY4LifyiziTcI3ekHPh492zWgwlo2rX8u/8K5/Fr/20z+A/+ef/X+T80lg4uzTN13uHNE3OKPQoHXIWoIsGX/02d1kcTJZLBj70kY/wJX/2/8Zf+v3/W3CR7/qBH8wF20WSy1SjkAOkM9AdGgTSFaRrxPdGY5IWFeuojXR5HPQGMnAGrNwekW2Vm8ozrMjUwEiHPPHFTHkZwOVmdG4CEgsJpTxUl4YvTXZgS/1FrCLhdRiwno3SbB1jtFhKxXipsXDzMNw4kb/JB/umneh3IU2n32XKhHobCErEMjfhmc5zmo5/LDBkcQ6pHHwbZGTUYrcokhRliXHxejLNfP/RIa07gZPvSb+IUmt1VatRRSvduHFjvorIV9vVkjrOGZna0ZL5IU0PW1r4CrluoogF6EQc15G+V+7P7PpXoKM4GjruT02xkpljYrueJlBWn/+YAdcIUHSU1JTxeMtZLdr7GTCPXdjrc6kT/fAIdJTaE8ZzraPetlbAII3AvNQ9jFdK6mN6k1vh/XqZImXNEgjU4JWF910hydk9XN9Hi3GkVmDSDNClqZzNAqArkFDqE07cI+P1qvGcnwIIUonVHZVxPe0aVUBzupb1janjftQZSR3/lcXPstoJ+IyZvbK/TUVxqK/DHK2ACO/91/8N/tqf/nM8uLx3tOv/ybd9M3/kz/5ndn9K9bC7QlGSaUoq4LCMjcvLtXwey7U52qkpdDB/sDh+pt/yVgV5VCB6NDXGQJDGAlQlKORtvBFXsmM5Ol2CkmNgQ6eu7GX0HB3PslkZp3EdBOkFDsCezLfv7bNOiUMep5rEo50pcKXGc7ZzdHvhfjD6vyjsVE0hKY/fUTS3JbCfRGiiFVC7jMBjhIAwkIghy8V2BiCGBH1SDikRi3iPg4M69km4RnhZGx7T8Dg1PPbCbYx0w4GBx9ZDzF2R2lfQ7RPrEN0P6CvWUZqgaBeNkhQSn3r/ef7G//4b+a9+7J/wB77rG9C+1PfoGHSiAWklK4tOPViMzlTd9/W4VwLGBcjVQYYx+GF9ONRLpnlWAYiS8ah1brVyPd7gHPHMwEFuP4GIQ8ITXHoEYW/Oo0/WJNlBSo6UdgxNILaBGDra0NCEBicQndCIy5FxMijIWrTiEQ8b3+F9otslkvPEQ0OMBjxwW1wj+I2j8UZOcgwIPdWtjrC13glbU22SraKX0SamTS4olpbf8Ms+lW//jb+dr/j738c/vH4E7TuRfrAmZnFncqzbHlpn39WD3X1ugLPBIs7hDO1a2PdwvYdugPj/5+6/w23Lqjpv/DPmXGvvfc65qQJFECUIoo2xTW22+1UEVJSkKKISRImCARQVjEgJkhEJIg0iGFBQgm2rrRK0RYKSJGihpCoq3nDO2XutNef4/THHDGvfi2+Vz+P7u8V8nlPn1j57r73WjCN8v98R+Ot3vZeH/OZLeOp978Mr/u5NVStZBdUzaSX0R5LBGb1JjZ0Bt2+SCWociGPmrU5mXw1IJls60H7fsh2LppLgFvQo8ydkNBycAU6dtw1E0ejOYazPdu8GiRrMmPGIyTsorhh/6Q5c+XrNBNY83mBibO1JijkYWRM8R8jaUON51nwyXMVncnni7+hkq9FpkwVo5fBCzSJlA9s1h3zBAMc5gTfL42an7hzR77zZSP7OTHYrzkMrX0iDo27M+AwXOwvu4ppIffO9sx0oewXOCPyUOaUqRrzLH21UvJpIqxZnM8v6co45OTf8Z3chvkR4RXT7r2dHpjX3qxY60txhwiq6N1E+K0RU77v2e77v1ow5q2lrGNaI1Fnjcg7jqOnAc6A3Gif8xmAoZUehqyn2VoNBpXVSt4obzLhfW222NhqHtRzG+d+t42CBKsn9F+v8Lg5EPnFjzYa15GBp5k92NEXqUsqFM92Wo3OOQ7y11eavtP1xNtyxdSCzEa3mYs6c3wy1y0aIB+0Vv/R8252+kd291by/m6DHkd09fv6hP8rjnv1kXva6P7SvS3+7zS0+ndc86zc5fvQYb3nXP/CP73sv7/zge+cPljcyp7UbWhJ1Ky25/fiz+VD3I8lORzn3zvHZT5UW7exRC4KGjC7IAdwIk5sLdxAtvijQOcQnyfwEFtBGaSfZZmoQatFphiQ2yx4ZHBwkIUg2RgJmTFH4U4G459BdIR6C7jomdRxoT+x6TjrlhIvcRB2iylHUsgdSnYcpIavCBLIR/JBFVmNCpVgJrs2gRNOPiSOMThitZsQZnZKSbBQ2OPYV9tVxKnZcPS3Yp+eM9pzUwCbuM/p1gihxgC730d2TaHcGlTHVJjtl/IUsXBLgFkcv4jUP/1Xe8MG388O/9xSD/1alpBpAbaTBfDTHvQn5BaoD7TLn0ZX6MRrhkiMX8m1f8PW87M2vNcU5Z0pO5vT1KQAjJAWlUt9hMpldaM6r1gG5Ye16Ow66vsLqlqWy3E617PW9CK7zaPRMU5JUxSvTJCwC7GlKowQf8E4beErJZRrReEQk4KeUZZt0g6oyyQKJDscC5wPeDziZcEQcgmMXZym42gV7IPuwcwgnjCS036HBo0v4us+4JS/58m/mx/7xT/m9Ux9Bdz4dDnokbGBaoKEHuRaWBynbkOqeI8GcnpXAriRUz3qA62LicUwuBeU3yt+/9zKOrlbc9Qu/iNe9820QNS3GkHGGXUoDhmgQWmeqLEklSXUvqSTJHjDYXivVgdCQoFjLkKpWTx3ITiJHtZWXM0na2Y9MBeKRIrSN55pVQ9SItshWRiBP84wdb0NpsRKoS8WRTIJ3NeuCM2+7dXsNSlKKpFjRuPN5x2+D3qZioFMjh6ZG+9JG8SCTqWFu9Ehjlzd/nhnNZTykMQa0Kp60xqs5DGfpkbQp+wLzmVeOnBVzKl/c8je2x6QNSdYoaBuqqmTe64Pj38J3Fw14nb+nubXyPTOujhZ4U5njM6nJecS//cqzIHMFJthwSVp4l7AVBd16trMs/OZ+yrhqMxHydbOmuRmFBg/TkmnJl27zGlsG5PncOk2Bmc4UXiyKlmwdg0pkQ7NVx5J2LrVzY8u5avtYz/FnNWlsluk4FLEMbc7oxPq+4hCew4Bv9uZinJdtMxZalxqUUYOYSk2OCJ67e/J6zWN8tvG8nQGk8pZU5o5zMRS29hxv3L0euqMdL37Cr/Jl/+UL+OeP/1v9rvbH2o8+7Rd56eteVUUCbD9/z4f+iW966H150g//FJ99m9vyxY99PPf+sYfyl2/5m8oHkVQZV4IgnanMBZ1HuFtBNm1iSA28SUoW8hyyu3nMzuWV3cibTL3Jr/fouExnPs6QBEMSNdGIxoCM1q/ikxHadbBIxGWiS3MxCBqCSb5rkoiPyebRSUvF9mL8BoFB4ECszkOa04hHxy4FQ8eIXBvRK4TNLTom33EYeg6vXvCJ9cSRoNwEuM7DCYQLRNmNZv4ktFN6nCDEIEwqabxlYhMjk6aw8XqKxBiTQmwQzkTHWuAA5ZQoBwthvRD2+54zcYfDsGR/WLG/L2xcZHCBtV5D0EBQJUyOKBHtJrTfpMDsYUSCyfhHU5C0Nf4HD/ll3vjBt/PI330KGnIgvJWmd+awaVU6OgvG3WQXzLGj6y3YmObuJXsX8voHPI23/ut7eNr/eQksEtwcZK6k5LLEcpXO16DJPs0SrJkT4Zr94Aa06+04xHAaVSHqGo0DEkdERiQEZFBkijiDbMQwlKJwcRpBIt4p3vXJmHHOsKDRUhVYpF6gmxAHfRBCZ+7AarDothD6Eb8YcL7D4YrDkFwqw9wDyohygHIGlhvwQ6pCHSNfd+EteMnn/w9+9B3/m9+78r3IzjJxDw49yg6EC5DowG0SHCiuk7EfXTLMuxG6ycoeCqyn5PlvQlKPGDw6RT52xZU84Dkv4IUP/QEe9OLf5HXv/Ke0mXWJm5D29snuCyR0hsYIKFnRY2k7ZT7cHOq8kZgOEZ9Y/dpPqbb61FPyVWqbeTlsk0ytSpbw8lWJxEdEsh5wllY11ZK8QUtssge+UbgJdih1FS5lxlqKMIeZoyiysO8Y6/co5ZAWzYdhLBH787KVwtYWYXCNv+SNPFXGINa+nhnmjeG5TTpsD+p81jcbTvlzY0SdrTck5z402+uehQ9urjl/49kOQn5zebnF79fTv0ZbzmHY6dxqr35Qq3SkZ72v3trW/Rc74dzGe5Z7nH3qnARoaayX7deqYV8hWm2fNcZZ+7mte6n/bozUdgza67TP1fz/XHmK+TXO91YOr60+mRmr2oz/Oebcucbn7D/8O00aPkru++IBbDko7Weaez3Xn7IDEfMmas78tr7A/9u5fdY82HJ6t9sssNg4y5lP5Sj3kqFJ9/qWu3KPb7wzt7z5zdlZrfiqx96Dq05fl/b3waLSG5IjF9Xgg82Y6XydfOAjl3HPH/sBUMd33fnb+L2n/Bp/9rdvMuETeM+/vJ9fetFztoyWZl1rmdzVYdLGQTvr2bc3yvrvMiNuFNi969lCn9QZY4/E3qCUMVvaVVzDzm1QYwZ3iQ8xdpaRNqhr8BU6RrRAbv4d5rKdRQzEqlfHulY0doj06LCAw00SpgkKm2iyrpGDKRKmJJU6RSEs4LhXru2U42OKgy4G2JtgidJ1mvyi6BhDxEdNheOIjAiHqkwak9UkcCp2HCrsA6cWwuGOY7Pq2O9XHAw7DJslaxasw8AkI6PbMLlD4picpGgFn3UTk/2HQZMa6FHLJbvdTT6d+7zgJ01yPcdQnQVGrWuSDGniH/iW55Pnu/Wf7UVSgkdpzl+0PM7rH/hU3vrh9/CQ3/lZtJvqFuUkIRYkZWtSvQaDJoX0I+Vc1go3y3bGf6rj0B0QxKNhRCUiDLg4pTLfU8RJQHRNmLKmrSDa0zlF+kAwzP2Ew3fQ7Zi3NMTktQ7YJLWNbkyOgO+gj5qoADuHcGxC9yB0Kyb2CPRoAccKwhpYI6wR9lPxNN2A7qNhw9cev4CX3O5r+LF3/xm///F3JQdh0lRgjR4Wq+SRT2Py6qeVQZ+Td45TWA7ocoIdQbwZ5jsjsjOm6xwCm4hulNf+3Vt5UKe88ME/wAN/6yW87j3vgjghk7fI1gL8iLgpbcxWcbtujMmjVNmxytDBKkOfTjjvyaBHTtLCDFPyLIMr0f5kXC4Q1yV516xSoA7pQzLghzFBbNSkB1ALkWmTMRBE8v1lAyqa8lIOr7ktSFIrHZoK0iWYUyibzUwRB2kifed3pEgme/4YTcHApuFCy2ZTDHPVyoGQeohnAnSJUJa/tfCI/IWc3U9Ffak1ZPIH5pjtFIlsSNnNZUshv2IgbVlC28ZZMbS3Q/WtAd1AkdgyDGcmnjP7+6xwajXMi6rONtTqXBZbE2Us1J0tp6QYInL2x6n9k+XqNDsQ2kRu5xZiwz3ZbtkgapyO/Hk9+zq1v7eipSZ5KbN+2P7CaPcgNw5DqUS+xPYlKUlKjdIgFRvHKvfNjCRtrZ0nrRHZQuJEm4ypm/d3HuMZ36bpy1YwoO3eJpMmkFTvisNr18mlIFw2MCzKrq00aXvbrTFejYhyP/meGmSaaK0TkT6WCc7VPyoy0l5gIdzv7vfgVx/9M/zKK3+dN3z47/nd//sarpZTsONNHabtjszZ2oruF9ED5nDGCC//0z/i41ddzefe7rPSLXn4gbt/J7e8+c156JN/Gu1sbxxraaeSxDC9eVEzcPKcCHn8pH7Rlk8/6/+z9rAbd9PYI1jWgc7gKhG88Rdpg0K5M10STJmsIJxOjZCKQVmCJoGWKRjCwgoq+BR0LDDaxpFLvpyWCabRsCibMTkfoxIPItoHYp9I2kGT3OoYHJNGTi6Vkz1cgLAXkp7NFJVVryw6ZbGEYdKUxRgiw5RqNYwIa4FRYoInOeXU6DiIjgOE0ythvfRs9jrWbsEmLhinjlGEKU5MDEQ5JPSH6JRsOQ1WNsugWursEInaBGIbRzZPtahFFbNAxu1HvKC9wMLGZKJxMtoIoCEtNAnH5Az6N9zuSxnCyEP+8BeJfR63zH9o9h6Vsl5TKS+DyMdm7ysKduc46q9nu96Ow7jaMLBkGB2BlCWQKRBDLGpgjpgyy+pwUVmEwGrh8RrQIIwyJHT8jsPvwu7SszywUudWuZDoUBkJOEQ7+i5Jna5XA5tVZHNM2JzwjKsFI46JFYFFqjANCDsI+2aYapIvjSnT8LVHbsL/vOV/48c/8iZ+//ADyG4H+1argYAsJnQpMBzAZpM2+LCCcCTVYFOL0OsBovswhaSMMS1RP8AeVll0YwfghErktf/wVh70EuHF3/9g7vjEx3HlmQNUjEmvSR5VJaXlNRwkCdaY0o8aV0gBXm8SiE+dSa6OKY02DSb1SoJShYyhz6muDlgnjgMpW6CaeRMDyGi1Blwl05TMA80CSNMlwZuiycM2cLOkuFxaIrW56jyUAybUyqqtsZRl3lr1EvWct200QzE7AL1F8JxWGbwSVbBN1zkKw0uxSGfjKLhcfKkht7WtORUrlKxxTsrn3Ccxclpj1OAuM4etfZ+fq/RYIbnk57UR4Oxklpus2OP2/h3NIdZqzku5ixlMqlW5aUjJdZPdxvJr5Y7k+2jvqXyuteLyDprnHZUwWJIn2ahtHIM8dk1GrCq81MKK9VkqiVbb56PhFbWbuN3rjOBN8/b8GNJcoxiM5xrP87Sd9cxbWPf8ptZJOosP8kmUlbYDaS2UKM+lAq6f6j4lYWv88jzLe1L+0zZkKn+iGaCZxG/zvkwSlvlXVCdzq49KVLLptBxwiVsE6e3PSo4sWrbBygbRC/f79nvyqz/809zzlx/CGz7wdwmylJ8tGIRossJf2VicOTTNPNyebmWNOP7yrW/jL9/6duNSTPz+X/4J/+uZv8mv/fgvJufBalxoFfifBVQ0P5/1Y9qOZI6y3B7v2dz5ZH+/kbawBDEidCeIjODGZIdkrqOKSbRn59zI04NPMctuTIXJ+sRXTCqYEYYxZQhCTHLzXhHvUO/43Fvcjgt3jpU1JDmwExzjGt5y2T8TptEEJQKS4U7rgHQT9AO64wiuZ6JjHHsOnaPvYOmVvQXsHkZ2R+WEC+ztKKsjkZ0LI/4wJk7FKTg8DaOkDMNGlGGKjKoMOA73OzaTY6OO9YnIuOeZjnimjSOEgThtCHEicgbVkagj6sZ6tMSIxpRNSfArDEUxJS+6Mfg//9M/i8551sM6QcfV4F9qZ0BWPuoc0pPsy5gr22XycoW/tiJDBEmQM0mVtK89PEXsQnI+gmtgfbGCOqacacgx5pzxNChoH5OdsjT4mc6OsOvdrrfjEJaHTDEw4BnihjEEBgn4GImTFqdHbYN1JCJ0H6B3SbN3VGXjRoJzeC+p4KHvUqWDOKJTZIwLRu8QNjgNiFvhw4ibJjQ6BhUOiRxIZIMw4pnYSbAobDKX7IMNeAxcLAte8ulfwY9f9Rb+YPowbrmDHnqUDnELZLkLy6OpqvP+ftLn3fRI2EXj8WTTRlKp73gmaXqFM0lyc9xD4h66HBA/JvvDNlzREVV47dvfTvy+yPHVkk+cybiyDei1Vtehh6VHdEhF5SQAC0Q7y95YZF8FiZokXOMS4iGMXT2kfIR+DbKEsANxL92DnELlOlvolMJuOi1sEo/Ga9BySGk+mAzPN1O3SC52Q67Nke8wx5MXmI40jkgLVs3ExO0IaStFcn42HbMhk5wBybVJXJJHS6JWWiM6rgO/MJ5JxlE3sqcSjKC7ZUQizfkndnC2Udb8cvsh2Trg2yJLucWzqhxXA8nNjaRi2LdqQC5tpLMI8Na1bF4UH6Oyj2cOZTW2mP8uBmRDQi2GW3a6wtbnYpPJyR0UmXdqk6MRLfvWPFzb/P85hK6q0ZnHz1kmr8kASZW8K8tJ8gjGc6DEdL7uytWlfj5H5lsnpMCwmnoYNwZD6VyGftRin5a6MDlLkDXPmzFNdquc23ht+6cM/VYmUPJ6zH3X4uZjY822UJnWSM/zsnXKm+/K5ENp5k1+q28w42wvuSacWXyX1B8izQDHrYFuna6Cm46l2vMtbnEJ/+X2t+fz7nAHHve9j+CeT3wIb/jQWxJvz1sFYktsp+q0FOehnBHlEXOFvk8S0c+GkFg9I+dABj5+zXX8yLN/iT9+0gt54WtewVvf9Y+zfphFdbOj6CwL1TiRzVIpj3vWHniuuXYjb3XfUNTnbLUD7RFdNI9t66WTRJeUyYKNpKK4PiK9wWyj1XM4M6CHITmLKNIJ2gkP+ppv55e+5aF8/PRVzY2U2+CCnaP85Qfezg+87FJCGMsepzGmcQlqGdF01kXxqEwoHdOyYzzesRHP6UnpzwSuORxZLZV+GVlJxKPJBptSYbfJK8FFRkmiliEIQT3DtCCEhG4Zw0gclLgOhP194n5MakibQNQx8RBjJEZN5thoPFSNCWqUhTO0aivnNXq7S27JHz38V3n8Hz+Xj+9fVYOG3vghMTu7rsQmZLA1PEk12GXuPKQ1awFTg42XbpYagEoOm62ZYBXtxmZR6FZmwVMrhecgZ2jMsRvQrrfjMLk1azdxgGeta0bdMMZAN0WilbIW61wvSaoyxshoqZKgjrXzjL0t/NEzquI3KWshDIQoDCFVh+59wCH0GlIGbhNgXxhPK+s9z0En7C/hgIkNIxNLKyceERUcfSoIoT2MHf91uceggVcffIAORcOCuFkQN7uoO4LudHBkAdMSmVawXqPqUFbQ7SUPTSZkmmC9gw4DMgSUBehOwpFxIpGVd9YJ+jM6K6QSE/EIUqEQNyZikQbwg9neDvqlTYbJlBKG5FlOQAzJeTBNZimTurNCcKFi1roRdI3qEnSBsEqZFw7rLNHJ5MI6CBGZDHLTpMxrYE6bAzVvxs4yDGEe4J1lEvJnKsQgH3gVGqMm8SpnnwCqn6Q67/nRJDT7c0eTxqwEpFQEDtSbPLB0ZqiEJlov1cDIQX5towE1mlykTWeQjHO19u/5nuTsftYGYqC1tyV/ubSXaiLz/DtRxhJl3aqJUKA6W1Hf0qHnCLNqNYRnE7N8z/ag5AzJtmMl5RYqNG7rRxoVnfI925H72DhkkXkHtBm3c0gebRlDCYrSqlS1odH5OtjOUmj79ln0neqI3RgyDrnZA9WnaLMIjQ7/zPdL7xbZSrtvc07KdVqIXeNklho0+bWGcJz3ryJl2GbWsly4b+R+M65nq6gTTWLLNS9Gu16sjmJpsRk/xRTG7N6yCpvEecTQ3jcL8EiCAkkn3OEzP5M/ecb/5PTBGfaHQ+556Q/xhn95SzIoIrCx82ZMKjkyKZrJtVAzoY6th6vOROq27FwZ384tLRiRzqg7fuZn8qKf+BV+7sXP4K3vf2fd+3KyLquKY8pLWZ0vD1mmNY405PJt/kjcmlOfQq2F2JWgkdVp0qW9yZAHroGnZDl1ywTQG3bfW4ZhmOAwwEGtLaALx4O/+h484S4P5m4v+FHe8rH3JOO4JylPWv9f2J3gNd/3dN7xky/milPX8MOvfDrvvvwyUxDTgmrQ0apQO4fzkaCpfldcOKa+Y7MA74TDCRYb6A5hsa/4Q4V1grVPoxJiJPqY7OYR4uiIwRFGT1RHFEcIkrgKEoiHQ3IahmiwpGxD2f2NmojgEcuA5WAtc4iSta+5/Rfyzo9+kGf+1W9npHyZ3ynqXwNsEnVu5gTm67YE3ypnoUBO26hTtguyXThRnYbs7JNtCT37vlxaRzVo9h87I64/VGmIHCwPOb0rnF5uOONGdjVhKjsUF8XKgzlUPBsHrkvpnz6m6tAbiUzO45zDxS4x8TeBGJIFNqKMMaBTj0jPUpQuronTBMOSODo2QdhXzxkV9okcMjBwwIQSVZD1GjelDMWnReUiOm7OBTz5ws/l6Ve+M5U73yjxjCMcLpimFVPviatIPDHCyaNoOJGqQg8BCS5FanamlMaNtqCGBWyOIWGZ+AepFxLHoh9hNxrXY0qTtHh1seIKcyQnayd7RZaZI5AgVkwkHsgwwmTGphvTxA6WeowK02RSBNGqQm9SNiL0ybFhBXI8FaHTQ/v8AGFCgppDHS1amo1IaU5lrfASdeV1KaT0c4R/yvtyBsg07aWJ0hZD1G29ZpvW+bztx6aKRYaPxQZ25Nu+M1m1fHhKW9VTqy9WUC5SuybmXFr+b2vg5yBmNpa2Imw6+8fc3v6kvAGM2D63p2Z1XGfv3wpvm/JPcaBmQ7g1nmVzbCm+snXHpcPr9WfRxO3NbyvSSMMj0fmMylm0Gd+yVTqaZVG27z1zeqRcS2ff/e/M3dz1M4M1/2HLgZopL80f+ex9v81Gncdrp221488e0pbYm3/LVpc5neF82e7TcnCy9cGsfqYt+WjLI2scaNlSRNMuZZnwBiUL8/FrCTXtpVsZV1NA+YFv+07+8q1/ywc+fBlf9Fl35Hvu8u1N/Zt2EbZSslqDCme97xz95+DuX39nfuNPfodf/L1nJq0NbxCGfNtj8zMlA0ha/oVs/W5b2RPyPRoDU3LAJL1+x9t+Jq//1Wfxa6/6LZ70sl8vDl22hauARL2uSINabUX+tg2ws0Zfs/vxqdVkkZ6ywFWynHCfAoYZhuwOk03g87ludYeC8SOzPOsyOQ26nmB/QtYG1RThwf/jXjzhW3+QezznMbzl4+9DOtvvXCxltpDINZvruPMLH8aX3uKOfOWtvoA/+sFf4Vf+90sY42jmguP9V32YN1/2j2kaOyXqkHgUcSJKQHqFhSC9spkm3KmIrBV3KDirb8smEkdFJdiPoPum7DS4NDUcaB9gmtCTI+xPaBhhExK4YsT6z2B4wZyJoOgoyT7KMJMSi2rmtgkUbMJQBAY0GHxYjTCeMw0hJs5I1CqJqlu/cyAqIw48SOeSpKq2DoOio0MOTb1zMjskj+dokMSFSZ4ucmzKTtOQoEw6ZqiU/CdnHNYb1n7i5Am4xk2c8JGVOlRhMUb6IPST0JEw71NU1p0SeiGOgtNAiDF17gRuTPAmJohjkvKKxBRNdx1pO3Z0Thi8EPoFw8JzphdO+o6T4jhN5JBDBq4xjkOPnyI3OVS+ulvx8xfcjv04oURe+Il38n+u+AA33zjCOjIeKMMQWMd9NnLA0MN0dMW0uYgYj8CwRAZFpw10B0hv+r2GdUschiMQ9hKmjQ7kCMoe+NOo76CXRKwhsrdY0DmfyCrBJtDGDiVPkiTMMlzOmWRqgGlh0aWcqw6oDNULjp1BlnK0YUoTxmnKZoQh8TS0RzhiUZuYYFLBNJetmme1ObNh2hr0mQTtZ3ATnSmdnH2IaTGqMjY+7/h+K4MRGiNsHj09b5smiJhYlDuROceU/s1Rssxh0FQIMW08zhzss/kNtJQOdbXSdFNldtY7ZkQUhy+3VpEoK1zNDtA2kp7Gcy7DmkmQzCPe7ee2h6ZsgmcbrtIaUe1tFqhbW7dh671C4iBpVvpqCw9uV83NfaxnRYjmsKJtgzWrnKm9IqWvKyqkdVja3wYkarJt1cnS+nnJMnmtrCvluYtz01yXorSxNXboOfq55cWcx+umberm/5+N+zZTtd2K8Zoj2C1B0D4TK6SuYOMtHK0FPtQcyGfhfLUe5OWq2YI1Cde4BLzt/SZz7Q5tPeegQAOhapeb1HV06UMew/3vei/214f85POewtMe8Tj+8K/+jGtOntx65uL92PW0rIFyy7P9V8u6zqphj3/ZU3np374SjmYKkxlPgxkha0lnk0VeZ1Z4VmMRGk+7UWvJ87Q43dR5LAmuesfb3obXP/VX+bU/fLk5DblP7B++dTzm3yudolZ3SBwwGhGULTKqZU7rbTcBkk+V5nw9k7VxaJUqqe4SOgGJDRfBcPCjS4HIXJXY5Sh7MBnx9P4H3+k7eMI9H8Ldn/5o3vLh9yHLVbItclU2TGLUYLqnhn3+4oN/x1+87++44vRV/D93+HK74QSv+9k7P5if+KNn8vK3/UmKfEdFzkxpDo0BWY5wRpFNJGpyGlgrcmB2fLY7/GjSp7Ea/zJAl/SWNEuTymhZhAwfinUv1ySMo1iQNyRbSDcGq5KqOFnmPJWDo8Ecg0FMWjgHBp3BkvMek1EeoSocZalUMcc6n1mdR7sO8b7JIjUbVJbOXRt/wWpwlITnmLNAtr8sXApIO7Mh9i07sTGEeIZi3cB2/TkO4z7r0XEaz1W7wlF1LGLySPfWDgZw4vCqRA0JxxW9eZaCj0oYU3lyJ1MqMe4cMjo0eEKIRDHP2G8QekQ6tPdMK896x3F6JzHvr3VwrThOohywYeI6QDhKz7f2F/D4I7dkrZFf+MgH+IfT/8oqnmIVD7nVJsAGpnVkMyiHEfZj4MwEBwcdhwcdm2FiGoU47KGDoKwQ7dLkW2+SYT5MKZIvR8DtpsJwuoGwSV6thhJ9zrHU333Ej/LmD/wT//LRK5KhOVnRtehSCq/wGBTxk+1xIcGjJGu2x6Q2ldVgok1+MY6EWvpRAnQBESulyAC6g+rCZte6GumhWQhWB6M6DW1rjbnYEGfbomBtJkEsI9E4PSVX33jb+ZDVc0TQBHNWzs8mHE3QMRnTPU+ZsyEFd19SjjEdiuLypi5Jdla1PKPkbhU7ILHxUdcUo5KGJNgYDFJN6HROzrHHQqOE1X7eFIMqimMWGrUHbQtYufqd7ZwQnb9u99BqSVOw/bUH870Uw6y9rP0jTYsmdVsMEp1nH8rnkqNWL7OVt7JoaOb7lLtqg8nF0WquPYPOadWyknx/GeKitXvLG3I/ZaPGpI4LvCmPnZarZ4c9OUzbkCmH5oNbW8eiedIbie9QCfDMf8PceWxPuGLENnrkpZsb0rHMjciasdgKdhSHq7yxvEeldWjMadCmcp2Yqo1FVcsc3f45x+uX/uBjuMfXfhNf/kP34nu/6e785k8+iUc/+5f59Vf/3jnux6UwYnl22+uz4T6rPpvlvK04lIulVAU7tfpvQmpJA3vQRnKyHZttArr9/za/gvkt16DQxH+5zW15/dOeyq/9wSt40m8933h+W9mYhjQuufNz6jMr5rqt40fb8ZxPG2T7fj5FWhdqJDoboLmvhebMzVh5qjqdCZ8IWaJVEq7f1yg1Ezz4TvfmCd/5MO7+1Efwln99b6oroHYe5erfMxiUOaEGu3vBm1/JC978SuNlpv37q2/3hbz8/peiqrz87f8r2UljIj2nKtMhiY4MJiVrmgWJgmSTwmvJBiQhkQQBV9sL8npVr8k5yuRgpMZfi8NFra+V73002eF8rhXHKNM283PmLreJFXKxNp+cMWlrJGxJCoOtoa5Z0xHpQtU1Cc7uY0t8wRylyk/IATQtAct8fcm8BqsZI8b901DP7P9IPu76y7GyYZh2OLPuuGYHdvsRfyQSOyEcOOIBydAOEWfKYMQUaZwUghUa6caI10AXBec7dBKmIExRiaJoF3FuTBAx7xj6yGGvnFo5rll2XNM5rlHPdZPnjHg2RFQ2PMDfnEdzaw6XkR//xPv456tPs1rvc3FYs6sbdsPAcprwUyCEwCYqBxHOhMjJjefUNZ6TIuyv9zncv4pxo4RwAtcv0U4S7GdjGLiNS/US6NMZIgHlFIxXw3Atuj4DcY1MIwRlxy/42s/5L9zu0Q8nHFo0WnP3K9JHWHYpIj0qymgjkzxezbyQLAlm6lPJoJjq4UXaAGQaTbI1R8E2JuW6BLVKP7Fh9Gfyn1ql3yrxUQzAEjVqnICElXPFCJpv3RWmUuOvJa9Z33NWJHdOsj2fEaqqFwITKoemuNA4dGzARZOetf5yprNtzpLmiCSuRPVTSt6UlzRvYlkid7u1/WZ63LNoNVvR6+ag3o6W0xhb0MAumBvnOnfk0hz0jdKNne4NcbX5z9aJLiWyVf+mdb41GYy612ozK1oYTwNHmpviW/1gl9nKSMxIlSUQnaPOrnA+muoZjVOcI9HWn3M9zK0+z85H13yfEeC2nS+7J6ujalW/pWRvMhG6Is5kaxxvBJbSDLaT59YWD4Zm+PJvR4qWSlYqyx/N4Ph5P6SrhMbotuvG2IwdM+hZa9CKy32dHYfe4CIduN7kMI3UKFP9PK3xXTH+AJf+4I9zj6/5Jr7px+7PZVd8jJ97ya/x4v/9x/zrJy6Hvt9yin3jONjzymTOYzAjkDp5XSOjLUlOk0XGpVu/ZI7AkJQFxTTfK09r+75zf2zxr1rnK7fy7GkfueNtb8nrn/YMnvPKV3Dpbz1vrlwlOd5ic6B8RzWYVKzatjcIaHaSsi5IgS+1YgTN3nZjWAs3pPmhZElrUCU7zTnCDRI7C05qs4/lvm+ChxqTQusK2IEHf8138IR7Ppy7P/kR/N2H34n4rsBPVR0SXTKgM6wmy4CWkk0lmlW+TlDe+P63812/8Rhe/sBf4b/d5vO4/PTVPPONr+TgcGP4/LSnduJ4xNd8BxfvHC/8lZJVzKqFNHNRlT9975v5q39+O+qmOt5j9i69ydE3QbgYK9wnZ9iiWP2KOHPItfBvtCoW5v0+Q31C3h+c7U3m5EhzPsTcIWbEux7YSYFCP0FvGUvjRIgKR1Y7POC/3Y33XfWh9D0x1uL2+cwzTpVSYZvJtMhKj2TpUzs22+DADZ9+179ytAhThIMzjmu9o+sV+khYCMPCM3YwHSi7g7IYHX3I1Qctku4sfheT/r2LKZUWojBNMKoQSBKmLqbaBLHvoI+c7OHqznOl67lSF1wzLDi5v+DQe35g9Rl8784tOSDw8PHdfOzggOV+4MLNyGJ9wGo8YDdu2AuBXRnpdUQlMIhyKMK+wF6AndORxTDSjydxZ9YcjKcYuS2hu4DYdWkzilY1MPSJX6CaIvoygJwEdxXEa5FxH8Yx8SFi3YDDaKmlEiXz6feCVMlxciaDZhEFp+l3Trv1kiBNU9ax9raIBlukPaIODVaK3mOciiHdO0fs0FsgoU9eZ5FdbcmUrZ55NsLEqtbmzckK7xmPYWbIlcMkNtib1irdDi3m363MQIZunMtgPk+a7gKT9cPQkPQUVQuV+CzJpmlj9jFtGAXuM5e91exw2aYjPqc0/z1ZQSmht2r/5o272Rxk68Mlut1EHfJ75Fzf00Qb7fPlfsvfde54zj6o5R5rtfIK6UkHfnMYtg8r8xsSU+zS8p3b6lD5f2PzsXaObxvZbM3HZh635P7GOdPZkklOtBJnmYgZRUhcdSoaiIyU58v3WOExVT1pe+yq8VsFB9r7l7OjsOdta+cP//5957+3ReN8Kx1ilosLjbPROAVNNK7xAZv7yMIFjVSrZNlly+6qRQnVAjaut/082J7uZmukzmFzMh1c+qDHcI+vuhN3euwD+dCVH0d8h4rwr1ddnuCqJbSebzeHPLcimVahtkzTbDU7qSHS7CxBDTypGUu56JdJDUu+rmvWUoZ2tVtxOMc4zQyRvC8EPufWt+H1T/s1nvPKl3HpS3+jOg2lim2N/FansNiQdR2ViDMGWcrv1WoLm4Em+u/c36dES8anYtAU8bVOQwlGSQoYjpqQz86M1mzoajCSsEGaTCb8a+/4pTzhXg/n23/1ofz9Ze9CdsXsEan8k6gwWJG4yapGGzk38QcoNXAAtMtCG8obP/D33OP5j+JuX/Df+e+3+xK+8lZfwKP/4GkEy3Q5B4+/84O4/SWfwZ+/7+/q+eebjG/Lghdl6Re89Ht/mQe/4hd43XvemB8QMZAIUSqfw+A/RQwmAIM5WEripWqogVq8Iakt4GuBB8mqiAst/Slq2YuQ9wFXoZQ6pb3KD2n78A5xOxB30rnQ2f1ZoTkx+ddn3/vH2R/X/Ojrn1wcJnUmvuKkqRlD3Xe69B4hVmRKXveSqrZvB2lvSLsBjkPHFGG9jglGtHTEPWXYEQ53OjbqGIhMAkfEwZgKi2mYknCEg84rHTkDkbymKcIUfYJrSaJX9yKEPhJ2JtZ7wnVLz+XO8/FxwRX7O1wdVpzpVzzwos/kmxc35aEfewdX+H3cQjg2RnbHkeWwoducYTGsWY1JsHW3iyx8WhyTFxadYxmVflD6Yc1icHTjJvkBYcMBRxlYoXjErVG/ThHj0CU5s5BSsIRD0DMQzqSaCiFUpwFlEybedtllPOP778/3/dqzmOJo+DNA+kSuiyDRo2NM3Ac/QT+Z7m4TgcveI84OrgCybqIqiV2rwRZuSWnbBBJTgYp9ihrkOgszgmwLKUonUpla6rcMWNdEYVsvtp5kWk6B/FrrTOSfJgoye/18dhwcQge6tKC6RSvimArmSFOzwZu90Qn4Lo0zzOUlZ+u3HqJtQdva5oZm9cmkGOHSXmvWn/n9jVG+7dO1Ees20nvO28j3nt8Q6rht1es4u8qxVidC6l/aiuFnuyAtrjrHFc9lFOg5/p2d0mL+W6Q+u07bzuzW55u+binc5V5KbS5JPm/hrag5jPb2nG7GFGsK8a7Cx8p188uzPV7LEM2ycrrdv+d702aCUZ3mNvtSjMBzQIBchvBkSWeqxVnmrTv7e87qpxbeFBvHITsPZpCV7/L2mk/RRWc/XmotkSJt3TyuKJc+4LHJafipB3DZVR9PeGb81jO1D0mTyWujru2+26xjba5RuBQN/yUXnQsVqlqm1Wy7zWMhVexhy5f+5DaHln588Ld9B3/6d2/k0pf9+twpl2qEFUfFneMIONePy+ozzXz59xRitjUabuRN46Ke6zmThmVsDEpUDPecoXSNQ+gMrWDqQQwW3Ipwq+O34O8vexdvuexdiJeUpeoTxyQVl4vopMioKUuQ9+KMoy+E47qnyWzOOt7yb+/mLR97L3u7e/zP+/w8b3jUC2bP986PfYBvfd6juGZ9bTo3dxJgIu2XkHDyNg/HxIP4y3/+e55/nyfwAy//BV7/7jdY1L4azAmO5Gu2wEpEJ36gZSNoJcfN4PdbwgvGSXQzhHauZ2WTN2YnLn+sqyIBC4G9iCwsW7rJWUKSXYZVfjYo4q0uvClPfeNLWQ9D3bes4nOJOWanusDRLNAbE6dBEBiMY1uAHvMM9g1p199xYJmCFaN58+OSEDzr4DlY9Ky9Z1yZPCcBdEAVJjMLvEsFQXonDAKHKH0MRFUGYqr+5x2x8/ilEveEw+OR0xf0XN31fCwu+ei4wxXhCNeOK+53q9vxzUcv4WHvexdXxes4vpo4voRjYWRxsKY/WNMdHtAPG5ajsPSOpUDvoo1Rh7g+KQNIwMWRfjqDnwQJPhkU8RPo2KFuhXYHyGJIBUzMc+ZgRDebVDBu2iSHYZPIZapVpjSi3P3JT+GPHvsYXvyQh/F9z3sGwdvkF0mT+0CTBNqhecFdLvJhBoaztGvBv09WkM486RCaipEmJRaj4eFzWc51yjrIjlXb7iytno3JuTRntVxzXiwvIL9lEMb5aSK58mG7VTcwBAIiiVMxj/ZuKSudz9mG1riNi3SABVK/ug5Rn2AEPkcZbZx6QV3faMXHcpDO+0sqidMqTqt9R4WAUYyHirjPnIYWPpAtcmnGi9rP7elfDJCzlU0+uVHNVhGscxnsWgnhVaZi7ryUW9q+P+rBmDkZ1nflmbPZL1oI+Wc9//ZdKTMDrfZEA1+RXH9EmvR4vZfahVosMJEswZuW2HJvwVN+6ie4/W1uXb7/5MnTPOrxv8TlH/mEHYZuy91rHXdqJmbWvXNTKDs+NyoDqRjpTZQ5QwKgibpL41Rk6IyREN3CgNk+7XE6FSWyND45UGFZwGbeFZ+5TVjJVA1mzCBw3n4WiU8mC+i6dA99PchTdNEyAxmaULJLyqX3ewz3+Io7caefewCXXfuRlGm22ggpydDyvny9KSHN96JWlmBKog0soyUsZ0nYgrHeuhdMLhKdqxhla0ikwcs3TluGcxTORzZW2jGaQ83ECx+7+nIrjpqXm8GOHBV6RFPXonMlI14kYC1jJDnbkOUmo8zrjEq7kmxtl+f4FGnalzkxCwSJEZdjq7ik1bHqm72KTIa2CK5BeLLDIXn/yyZEZ/zLvCaFqhJkKLrCoQjGm8nzK9ffEElBFatztO/W3OvlP17Psw3F+UjVljVJ4e8qLJu5ecQc4JFUxDfAa9//1zz4d36BF3zXz/C3l70TRZmGwJP+6MX8w4c+UG0YgxppdGWOqsviMlr3fgy63Te+bkx71q0uujmPvsv38JI3v8ZqXnkkFUpJ51yBLEvlcGbuQxdhFZIz5FwdMyzzoVTp/bwXaSZG2/A7mrXZnJ9tAEyp2QZ1BnmW+owm+/rvOtyfpF1/joPuWhVmYdQJHXtC6Bh0l2G1x9j3BL8m7pxBZUNkIKhLJGib0MEWfUQYNdBJwuMFCQwehqVjXHXEo8p4XDl1gXLNTYRPyJLLrzvKJ85cyNV6jOCWfN/Nbsl93/U+rjgYOb7wHNtMHB/WHJkO6c4c4s+MLIaRxbhhuenY6TuWi4h3Sa/XDxE3WGxTAi5MdNOADykyqC4SuJwQhLi5kBimhFHvN+hesHQysDkJ42lkOpMkrsYEFYLOdIvT5nvNmUPuduml/MNTnswX3OYzeduHP2S1F9Zo3EHWiWPNGIxcPVW7IcC3f+mX8EP/zzdSRJEmuPbUIY969su4/MoIzqM+IC4iIaZUW1SrvTaYVIBBmmRlVSebfHBbbyETfLXNF1NvxnDfiUzdGnmuRgZpQqTFOKsQluQUG9avbPOufrZc9TwmR8t+chR0hcaF1THJqgqWOu4avKNL/y9+UY2MGM/Czs8MgU4K+iINUUMkL9HYVpe5+fy54DvmoLSkXSkRlpb4HMu1c/RFcqG0YkjIDF+b9rHttKm0O259XZudWKnSvRmaM8P708yvCj1KrpKzCuY0jmsTXtzqUsr78jxsYGOiNqdbZacmM5QvJPPnVKlwq7wha6fQK4ujC17+zKdy0YkLeN4rf88yhY47/bcv5/W//Rvc5b4/wOUfuaJ0eTHEZjcebL1JczBoGZOmQ7Ye+kZgKG2TbnNUNBtCceu9rSJRViTJ4hBYlK9kG/L+k0H92WENzXzI8L7GuGypWNl4ys6AsyxDzi44MQnsaHAPrYTRgh9PP5fe5zHc48vvxJ1+4f5cduVHGmUnc5Zn2UVl1jGS5WILI9PmhZa5UAzy4sieIyuR+7WdXmIQFBocee7v9j50a6ykGasmsn0Wla28V896rMbnn82BuSOwtR60vW/mP7Fxcm4E0/8/3Hpfi4hOrp47JEUsCd4w90nVR+z8UZcCjOLGFOCVaNy7WKRH/9utv5DDzSaR5lVTMDQbma4MtgX+LOglVmQumxFjK04hFeqstlSPAHsKR6eyRhSQfbFaDUJUTVmO7CD2nVU9Fvh0Iz0PCp9QOKlwAK/9lzdyt//5KO54888Ep9z+yK34w0c9hce8/Bl8/NqreeP73l35QqXWioPFosKGW+J3n5yWI90uX3XrL0ACLJznifd4FK/7hzfw5D95qcEW+6Rwaeei0Jnja/ZS11lgxPaQzlsRNmc8DIM3xQXEEWWD+tECuxGJMQFLctzAAgG5LEfO2qWtw9W1HI1LkZ16F8sxVUjT7oYvlOvvOESXHEerxByjEPBMnRDcktj16M5I7BTtUyW+MU7sMuF1skxOepgJWIeIixHtHdoLcQnDSjlcRg53hf2jwjXH4KrdjqvDUa7yR7nW7XIm7tH5dNtXxDU7fuLINHFsHDg67rO7DriDCb8e2RkmlpvIagqsotJvIs53xMkxDeCmEZWER+91YhE7vAqRkVFOs1l4Brdkip4w9kTp0K6DIwGW6xTtOTiJ7p9KakpWxS95nlaExU0l5XTN4SFn1mu89Kj2sLHFGIDNVPjMqjFxFQQgcK8v+3Keff8H8nN/8HtcdXAmCWls4M6f/4W87tIf5a4/9jQuv+rA9g3f4B2t5PuWwZ+IQgtUetsANJVLP8vozwdQ3QCy0aKNCVN36ZxBiIb/YyuLMDXvJ30nOk/xtcpKoklJ6nxtbj+xyXSJ6A4aNxUjnXkjU16gkvSvc3B0XKSNPasyzci6pnCVD/QMd8m2Q3vwkx28bDzmP8ysn6Tek7Hw55LxLH0/T2/XZpXEZxK6adMVab8XqiXQYCilkX1T19yvq1WRS1hHSy9Uo8XUxwoRv/3b3ECquvr5x4jjBe6SDfAsKdY6WLHpu9Yor96RaON4lHUg5eBWlzKGi72eVzzzaVx04QXc7bGP4tT+mAZfO17xV2/muT/6KF7/shdwl+95MJd/+OMlalsI48X3lso9L08fy3DX/mvHpR2H87jlOd6qf7TRbKhjlrkN+f+dT1aI20EkkYZVR1O0yw6DQ2SR+kyxgzgFrKRkH9I1a4Ihj2p2pn3aK/OP71LksLf77QP4MRXe9Fb93dt6iSmbdOm9fox7fPGduNMv35/Lrv6IRdmlcYRjeXYxGetUYHIrk1cyCgaLQ4sammZHpOz37bpo+nvmNDB3xsq/mcMaS/Ryy2inuXz+nMv4+4ZzlR2qeiNb88D8Em+XK7AosTOg1rWpeghNDYqQie5bjkjeUs7vikA3vHk7Y6Kd+UZwTsqKrqruaJOJNtlV6YxA3VdeA33q1Cfd5dF8/R2+lG++9IfS9wRBDs0hnxwszKubSBCb7CiELKWd55iac+2QhUvGPnbG+Zh4AXvARZrUmiQZuXpthDPAgQnRCFZI1QMrNDvsO5pqa0lIkO6VOQ+qvPXgPbz1incnx+SDwr+d+jg/fJfv4tNOXMLL3vR6fvqVv4Zm+FEO8i2GWvQ0xGLOyEI5fvEef3ifp3Px7gWcWp8Bhd992//iF177fOgWjZR2rDZQNI5rHqPMTYoC4woOu9RfS0XDZBL9NCpOKYAsORMRLCuUieIxS01TM3zZ+d8DlpqKtQcLNhQxHKnBka6BPd7AdgM4DtelAh0oOkkqGrax+KOCdjuwu0H7EZ0CsXcM3cgQlaVGlt7SjxLZBEUIBbsWjyW+xLqHU8FxWhZcFx1XbxzXnjrKddNRTg8LDuSATR/Y7VcALDlgJ5zm2OaAY+PAkcOB5YHgR6WfRnYGZTkoOyGwmgILBxIcISrDGNjoWMr/dhJSwEImjqOMiwWHe2sOu302m+OMh54QOnS9QvoNulBjAeW6DppwbGEFIZEkE6HIyNMZX0fyRpPhuLBBVZiSV5kwTJJqAWjgnl/+ZTz7QQ/ke576TP7s3e9IC1c8jB2//9d/z3Me/H287smP5q4//jQuv2ZdUvaiAdUBnYZk6LhgcKUDVDzSOcS5xN+QClkStWJuM4JrixFuDcfQVE0NW4fBrCCBGXT52t5gUWpys62WcI4sU0+J87V5gwpMI6pLREKCJ8lUDQKrW1IkBPsIywBDD6NHphylqM5a4QGk0zG9YljMGsHPBqNtVDmCb0ZEOUBnsJ/2d40ciUqpj1BbG8XWWia7RHEbKUCtmYLUYp0nKo3z0Hy+vRsVO2ua6xXDo5z89ROiRVGo3G1TGKsqqeRvkHl9huwfSZZO1XM8u86eUYvGXzSYXY7/z50RdVnIQHnhk57IRScu4G4/8TBOHUZgLxHqdQeVwEOf+jye88MP5vUvfT7/7S73ZnPmsPCNMu5UpdWlrw88e/6SMZHZCJ/X/KDcfOMYt4TXVlKVbWO1jcRnOWpfxr4YlSRLtFQ8L5Aara5nWQ5aDF+R5tqayElSqjxRI5NqczaYNBEWxTVjLPNnLr33j3H3L/pG7vSk+3PZJz5cK8qWdUtd/4ZRTvZ+bCSStx0AyudaFza9FrekOhtycZH2zZ9pYCfbzubsu5sxaJdwO8UKsTobrNR11GYc2ufRJqnnMtXDMnZ5vLLcpcFdUrzJDKdSITfDlprPzY4OubGB+P79Jk2djZjhSVoc1QxLkRykcVkxiBp59sFEOxT1wpO+4dF86x2+nm9+3kP40LUfrRmxqXXm85hYrQ9ttvvts0esRsTCw65vCqQahNcbDOm48QtGYD0iuWCuJTQSAdgCovgabDBRM1YhxWlz0bNdhWPACWAjvOBdf8AL3vAH3Hr35rzmkc+CTvmpVz/bnGRTBOzzHqG16JuD47tHedV3P40rzlzNnV/8YIaDsRrg3tu2YvtBl6GAxiuIwY7lLN9qgYiwgo2RVeOYOBpZyYmYskISGucvO2fN+ZmXeyl+mdeYwFGQXZJzdVoQq2ORIWaZ+6pe5jDFG9Cut+MgMiWZKzelaGiI6DCi0wYdDtBpF8aeuBuY1DOEBfsSuaALHFFht1eWfaSPqWBWdBCXjngiEi5Uxj3HQey59swO1w07nBxXXLc+yhldcRB6Dkdh7A8Jeyf5hpvckk0MdMMVHDnc59jhwLGDkb31gN9E+jCwGCd2Bs9OFHZVWISJ3oFMnhAdPkzgp5Tt0NT5zjl87NmVwPFeOTjm2N+Bg/2RjfNMB0rcOCR0SWrzQJGDhLNLfAIrBhQznnSwSWkETO3NUFsiYRfiLsQBCRs0bJLjIMp9vv7L+Nxb3ZLdnSXf/fVfw/c8+Zn82dv/MV1rxLC1e2g38bBfexEv/pEf4ok/eA8e8Mu/WZU+ukWVtwsGUXKRJJjcoV0i58hkBOksU1bOBK0HS2v8EU0C0DcLTfLJ3xir7SGnVihJsmZZ8xlJTlbRI28w8LgbMkX/v2/eolxuQOJgzxHLYSk4y0KpneUWbVmGpJ5l0LYKGWts5Nx9seqzZ5s6G9vVUGqj67J9YpZWInWNkV8TCzr7Ve2QVr2iZgjK27ehSdm4aDe3rKR0VsBRK7YZzCCfveFcN7TtdtSm9WuZGdotKbv5nDlfZ4coG+dYWmfMTLRtA6v9eOakePjqL/5i7vNTj+bU6YNU80WXoHuWpw9ETvPQS5/JmTe9nptccjEfPvg3KzyUnyXTr/UcX7TdJ9vuz3/gNPj/R5s5DVboK6uXaEPmlKZ/odmTbI+QJlBRDNymWvtMRrG+Vbe7tmQeWma7r4To/PmoEKfU62FDKYQgoeFRwKX3+DHu/l+/kTs/+YHJacgGQJ6oLf6cebKgyEaWQjDZgLfOKEnFdmFpowZzjn2ggTXWvaBV4NpeU1uvNz5bfVnnrxeY4dx5qZobto5KvRNtxsuuW5SWWqy+NP1H3W/aYcrqTNm4mz3sjWRNXJ+WFfyCJH7j1CgEhR6NGRrkwatBlmIyInMgKEPrPHzBLf4L3/uFd+Ornn9fPrT/0UTgDVUOXAY7urMMblQIITluSL0XMtTMpYBk36GrHi5IWREZjIgtVXVQL1wmOO8hyHV2Nk5a1bIyZLeQkcVIzmmxJBUjcyQ9sBuT43DcwRmXMhiTctmZj/Itz3s4r/mhZ0Ov/NTrnwX5nPCb+REa0hz9gS+/B8M08r2/+ziGYTQIE/W3nRfSRVjZZIyS6KSa0Se9ybR2SFzCdBxd+8SF3RxCmApkmcUmqWBaZvQLbnoHPuuSW3PltSdNSTM7bxZUzWI5OVPYg1wsyWk6ovBhhUMrUmdPm/dV8ZJqXfxnZhwkZqwWyDImyaoAcRrRsEbHAzjYISx7xn7BWoXT7HJd5zjew95CWfmRPgrOCVGEaQXjTmRcdmy6FfvhCCd3FpzudtnvjnKwd4KhF4a1MEZPWEUuPL7iyZ/2X/mZj/wVq801yWE4mNg9HVhNI900sAiB1agsp8iOelakitZ+VFwYcJb+TPMtMvYTU6eI97ggdCGyh3JCHacETro1+25MZ9AQkXV6dj1UOJCEbdMJjd4kIq2vooONh9AZx1I53Izc72u+kq+83TWgjqtPneFlf/4G7vvfv4IL9/a4zU0v4du+8kv4/b/+G2JQ7vWLT+WN7/mnFBXWHiafDM4+pcW1F/70He/kMfe6G4+819fzij97K5+4Zh/1XSLsOjGS9QiyRlkl488runBWzC6WXV1n9cfNOC2E06QuomV3MChAe6gVGEqwqGx2PJrrSqiHoUp1QtB0+GYHQmjIkedhK1AiI57n6LUZlgqVJNYlAmTiyYwJUzkk+JKObt4HJapZCzIVAiVNVKPchzl8LRyn7IDbh2Xlq8z/0hgaTfS+jWzOyAwzVZpsZOdrueYz2ZrPkX1XkxgzsnHzEarxsZ0LaB56bvBo8/tcZK9ilzVF28o1tt+cDZste0p0dkdqmY+KjW9kK316T5jsUJMOWCLspOryEoA1Ko5okE2cmxt8Wu9lNp6tb9iM0zw5dyOJrmalsa4pbSHNNM0PlZ0Gp0UWWiUb+Xkf0eq8z4Tb7JCNzT5lssklE9E2rZmGVP+ma5z7kAy1sh+aHLabEuSwDynyGJQn3efHufsXfSN3ftIDuOzyjyTjK6vAzDgI5iTkaH42evNPaOoWZBWiXL+gteDjfM4ojaNF9SlqnKFVSWrWs0jDM6FZgVW7PmUPtMkKN9yQklmogYFF3zWGX8vpbfeh5rt9vT8p+vemOFZEhFr5VoN4ZFUZ4wG2jsqnVJusuNk0IuOYbILg0egR7Q2+muV4xwaaZ2eSE6ubkLps5TuuW5/mQ6c/liC1SyM0B0GmvHmGGtgQUjHTzPPxkgznTDGapNYz6FziJ3Q+1SiKpHUUYzKa1e7T50yDoCtJmYrRJe7okGwVCcaJ+FgP1xnv9BPAtQKHLnEeDNvPoUuVkl1E9yIshA9NH+dbXv4IXnPfZ/Hx4Uqe/eZXmGZCW9RNzNCHTzt+M97zkX9huG6qQdRWJBITNVg4uMhqWgUHJztgZVLNSyRX6PYmrDApTBPEAcI6IVO6Ie0lU9JIvmRxIX/0wGdy6Wt/g79579tqcES3576rjnMPuhLkmMKFKU6s10glpxeV/AQVk66eVTekXf9w7mSFysQljFx+gs2EjoGwGRg2G+KZJcH3jF3PQb/L6d0FR3vHjgZW0bMQhS4SO5gWyiiOcdxhLcdZd8dZH+9I1bSXDHvC1AvTckXcF9QP7FmU8B+vvYxbrAeOHozs7U8s15HFNLGjE6voWASlnwZW4um6hFUTMcWkKIiLKbsZLRrsJ2I/oE5wElmwYGc/sDNtWI6ebuNxo08LYhjR9QY2m6QetXAwdTANaBhShF9zSfgpTRJJNRd+8Pm/xYPv9DV87mfcFIAv+8wv5TkPvhcfuuJK/u59H2QKgbv+9KW8518/Yqo69qMOiUs09kaQTbha1cjvvvmv+KxbXMJdv+IL+f67fB3P/P3/VSb+/333B/inyz5ay6OzNG21HaRboouuSHSlRRMaYypLQ2YC6WSxzd6MO4doxYqn/TmWHynhoaSwpJphORmomk+PrnynZrJVWSHn8abvUpEm7YC4tlTs2BxUWpVVjP9CpwkLvRxg9KlC5mDl60ufmNE6WYXHmMeBT5Juz4Zs/drKV5lLj+aM0CxoXqKdjZEmYlWNq9EgOVI1qx5NcRrK128HKcv/WyamqB5JTUxIe8HtzELOqmyxLlvfSRoU8ywJItXgsXmXoRp1juX7sLmnlUFR1QiavmkMkYRgyljcjNXXqk5DUkcTyZqGfS1EFJtoT5b0LJj3Cu2SBrQldaE2UpsUw7k+uN44DCaf+0+K2mgJDrdeo1SHvAx/UfBpVLqkHats2GYjfysTipzdR5qLLWZZLN94NNi+pqYdkCVHkxEkuaijKk+6749z9y/+Ru78pAdy2eUfqZHyQM2ytRF6M3BrkEYTbLRspzrvj5kPK/NggjbTp3lWLQEJM8jzNaF5nmaOzzeJSrrUpj9njvXWv21h/+93/DUvftRT+dO3voG/ePuby3vqKj93ZoRMG5JzvG173DKp3jdqUXlPac6yT5UmYTBeZbBaHNnR7bM1WB1dmZKwTatmF7NkqJYkWfqTVRteNFmboTqlM/nbAhFzJjNu9QFUUsYCEnfCxZRFKM6th9in+95fwLXGUwhG9HaGzz9mVc03Dj2Zis6VdXRK4MClNXfaIYdizpMkMre4lM232llCrSXxocOP8aJ3v4rPv/kdEqG7jc1YNkUiPPir78E9vuB/8G3P/eFGpEEqz6Dwn2yC9glxItKBW4HfSePhF6jPinuganW14mhS/muDOg4pcGu8iE8/enOGaeCZr3+ZqSzJfM/PksTeWd/bsE+WYRiaIpnUM0JyYNNqQcxQ5dezXX/HIQyJpBJTdFp6Vx8ypJuMY2SMG6IbCcsFA4H10HO68yxDz8J3+H6CVYSdjrj0TK5nGo4wTRcyHtllXEWmxQFhiAQdCLEj+oB2ihsjtx2PEFQ5enXk+KnI8f3A3uGaxSayE5U9N7BUh1Nl4SOLLiI7jtg5ggrTAFEHIhvTWu/wzuF9h5OImCyXjwE/reniki7u4IPiwoRMPpGYNxuYTqE6IF00xb+xlC8XhuTlqynm2Kb7ln/+N97yG7+VIvKjcvOjx/mZe9yVX3j5q7j82utMgcAh3bJGdNSkSd2OGe2mguAOwW0Yh8ATXvoKXBQef7/v5Nu/9ovTmvWeJ/7Qvfn2n7iUt7zzQ8bWNwa2W0F3DFntJ3JOliJrcahnYUsqVrgN2NZ3RDu7cqreFSMnOQRTE+HL185Qguw0YFFpSbyR83m39xm64JKOnO4n3ouOOexSSV+T7Q3eivt1G1h0iTQ2VApBSnVaxDATokK7WWUjoRofQsXCF5pxcR7i7OCUchqnVmOTDclyRkBOVog0Uq6ajda5hVAFYcv4msE7c1BMCajhOlS4FXNN6cLpEIvsB/sGVz6VnVJmdxJm85ICP6mqMTr/c34XqqaslPuiRGYbhzY7ZS4RoSVH3DrQTpAebv0Zn8axI0fYbAaIAZUJkQlkg2Z5ZF2niBspeideTCGFxtCRuZKU6kwmcfsZKLCwGx5F+v9L6xKRGN9kbCRl6aRN+RSfsbGcXTRlmcPaAc54Z7nImGbullaBCDK/pVEcwSCbKrngSqp3Q2+46rymhxJlFzNQkzqccRui8qC73pt7fOmd+KaffUCCJ5kxkmw3q86crYj89THWeZnnlxl1Gup6qpmXeXBnZllnIrlIRXBpXW2lG0LzGa1FBwsJPY/FzIHKN7yxdRbm6yl/rsnkvPatf8kjnvcEfucnn8N3PvFh/MXb/mZ+z7E6CvUxGynqLt9vg0O3ey5BgFwhNxNzM48kZ5bOY42N/1ALAxKmVMBtcoZ66EGWqHRWFJIqwSij9Z1l8rPjYIXNCsxIDfu+tD0zZ1CL3xGbrGqGyiQHQm0+C5KkU31+T4RNKHBBMdgOY4eecXDFoTkYIT2L13QuHjNS79ohG4+s+xpZOJUDjQZ/mrRUbpbBUBYbX8nJdmapV6QT3nf6X3nkF303X/hpn807Pvz+Ovdidq7hcXe6Pw966c/zjo+8b27o5MACndlN+cMdsEh8R3bB7zaCChuDVU0wHSZ1mzhA2E/7l5uqcEMDQ9MC94tWDFbszKPuH94Zodp+NqRMS5+DIDJfV1ADKtLuqde/XX+o0kTCQ41iA2As8ZyqQtEYiNOUEsYyMHWeqdths17Sux7fmwKLeOh76JZEVuh4JCk0+QPiwSEhjui0Ik6TLYQIa+USdTzjNl/OC979Vo5fCRcewolD2F0nmNLKCcs4sYzQ4Vh4wS9AlwnPNU0wdUlVJkois0gHnRf6Tpg6JQwQvabv1CENbky5UbWaD6gZieEwpZmCNzWI5OGn/dw1G60dij5CNxlROZlZl199moc99yXJ01+s0J2dtAlsIjKMSVbVIlkl4mtk6qQ2YAaYBCIdP/s/f8eyBmluPOgu38irnvRYvvj7f5zLrzhE4iHqDg1rvYsujqVU53SQDNz2kJpxDbJeuK8RKZ2aSG2O7LUhqG3Ho+jrbUW0LGKtYsXi8jLNhsH52cStLULjIQwoI8KIipVj9VrWrNj+rVb7T11INsnSoYNsHeJmK1qmQmKjy50NyVl4L2cQalStuBAzVax8mFfjVKhZnnnlYS0p5Pm2sm11N9cuBmuj0DSbD252mZwZKca5lDuqG2MbfT+H2lGGP80uarKx1SikRkgzjj7P1QaSoVJJ5znaJoaz1gxzKf5SExH1GWqTiIa3udWn8fpf/w1e9Iev5N3//MHE2hMFNuaUDVZxft8M0Xr44moirqwBjTVKVHD9Up3y7Nw1PfLJArnnXctygDNDOD2JSkNoLf3ehAetEq7KWLNYJatgVVPbAEjDGZAKuG/mpsE74qIYAUI2UDIPK5R+Z+s789fc9qafwavf/Odc9uEPpzGlPoIyzwjkv2jOAuTAIFIDBts8ga05WPqjeMAy76sZJGnrpxg9Um+y+Gb2hWo1f3RZx0imssY0ByfKPdZ9LP9+xRv/GBR+53HP4Tt/6eEp86BbRkvZKnTm/LQqW9oYQbNO9M04ewsqxHr9dNs3hgVxPVsMxm/oIPSlmnkSOpGq7uc2qBst6+DrIKlPczpGU0iyPh0UdoEjYponhtdf23tMmpVeYM9+sk8+ShL76Dxc1KEryzDHAKdDUQXUpXEjJodc28HJDGdyyE6fIEoLhT4inYdlB3GFnNoxyVIHJ8ckSqBjItLvTHa/vdXEyVk10MnWUshS2cJr3vM33Kp/Ka+699N44Gt+kcs3V6bnG5Idf7TfYXe54rKrPjaXO6dHzUlTluD69LdR0attD4kduu4RTIFt4Q0yPkA4QMIhqhuT3J+STehjOZdKxtGZ/bXUBGXd1XombppUvc/Z2mR/cqApU3PKxvrQ4NJj4xhNIKdMoeo/E6qkkzej34zhrtm8vEnY6YhGJWoqQx4Hh3aRiYlBPbJ06QFHl6oOOpvA0yExrInTIRoO0B1B2YGwZ/KRATcEbr48yhQC//sdb+e2w8CRQTkyRHZHWMRAj9JJYBGMcO9SKovoGCVVVIzOE2SZCup1A+oV7yO9i0y9J8rAoI5hEiYiE4HgJqITcAHpJljsQ7cPp0YYoxnbqS8kq7VAIkrT2xmUFkJW3yiHQgypCiQd6ndguUoTP0xIcEgck7PiUspRw1gLpExTgkIRE8xBvakWaJECe+Efv57H3PfufN5tb8Hln3gPeI9wJg2961NUrd+Bbl2xfhgUSrYOx4ybLMba1DDVtHl9myTdHtCta98aQFJkJ0s734OmsjZ7VlINjUyOzEpGdsiWejvGd0jlMQwf2qeicHhXCzRlGb0cbdA2+r7VL8US4ey/t8Te1pHYFlJoOr3VHpkFIrIxo+2/WynUNuKpMyemjn9TYOesL6jvnd9bfT7ZmhBS7qO9/3aeVWNUiRXa4qRQZ6SQbxsDlQadFEsZhXq91mhryNB0mNPwIl71f/6Mn3jmU2tGjYjKaJ/dWIZqgzDhMkTJxeK8VOONmiHKTk3p7ipjK9mQleYhzvf1A4hveCFlHp1DVtO1xnA2LC2Qw5DIoGTeTDbsm8zWbC01cyPXXsFVbHhcmhG2rBa22J6Yw/WFu9NISOclkKO4gzmTjcTsWST2EguwV1reQlFfajMAjcJNe43Z9bZIwa3TEIz02pKMm/oMkiP2St3LY28ywruW5Qklc61lbmrzQw0iSf3+4jz81LO5zxOT86D5+7dbiREY/E+qc1UeVCnfp9k0CRn5al+cieg0cbBPhRaXNo6WIcuViVXQGFJ2k6z2lc7yREnMmCRfobExpAh9dhwWwCrZeCq5anQjlyxWS+GEg0tSBk33Ba42ieS+g2N9kkuNEV0bN9alvUz2OkSs4NpGkqMekm3o9jxyTHF7inQBoUfcAtnbQ9arBMEJMWXjo+XEfY9avDVKh64lJRpH0MOADJpAADlTO3oYe57zxj8iTsILvvmncC2nx34/742v5IMnP5ye2zgQGru0HtQgSbKopP2DNsu5sfIDfVJkiwPEDcRDE6iZau0sh8FUpQrrRLVzwWzHJbAjxTeoGSC1Yr+2s0SpDsJo+9Ok1VTL+58anClnL29gu/5QpWiYsbJRxCSTJVrTiV3iQmiMxAkYIpMLhCkgdDi1NNS+IBqQVQQ/QTxMxT51gMM1uuMTnENCMp5Cj46KHE3wneXmDKsxsJyEpQYWaKqloYG0xSlLUZxtgmGKaPAEFaJokjnuYOqFKJ4ETkjE7ZQRdUQfmTxMUQiqqNtAt0H7TcKzn9rA5RN8Iqa00OjRmDMqWtK74lxK2+1ZhdHRw+AsmhyTIkcwCEZIVaQlFzbyfYGbiBixVm3GRFsMLpPTzKFzsVZK1eSYPPf3X8sLfvLhfPOjfoF3f+hKkDNpseoxcEtwK9R3yTuOU61i2Ka1Zq2ExOdygrMjsQXZ5hnr64lwlszq2UTZ+fXOxzbYQW5OQCYKtsYJjWSdUMlm3ojoLskU0yWlstyPWoyc7YO1nPBbr+u8z6UZl7Pe18SozdBs4nI1ar8Nc6b5am3HfOv7iwORo6it9bL1HPmGz5oP26QJ+SRzoY1U52u4ap61H3Xtz5b2dYlwVv9XLWWc1Tyr42COWFMU6U5f+1X8wqN+hFve7Ga89LWv4iee9dSqzCOZXzEaxBCQAWHkuT/5E7z/X/+VK6+9al5kru2mIk/c9FHLwyh/0saQPZ/XTdPEmSMnVVUr376vQRiZjVv17hJ3KhqhMfOtspiAXSyn6/Pg63ZaJws9pACOsGy0IFOaUFw2wGKFEhQYQRthNxnM0CRLe/tthn8d5lY61M0N73rBJuPQqAtlrHOWrqVx6LHzut1DMset8avqXmE1lqQad+kyVtiKY2Y9LgyPHauEdru2fOO0FDgf9d4ivOLNrwUHr3jcs/nOJz2cv3jH39h4aAOrlKY/5r5kdXhsXrQk0ZwFVLXSQAmWJd7IxJ9KjkPoEq8mUusg5X6UlIXDjUiBzWKIBxv0DFXKczA7rpMJcrgsWmBzK2e7c5Zq4WAFetxQKGoE5c74DXtWuyFnM1xWzepgZ5m4lqFLsqWhy/WW8YuIX2r60Qkflkhc4twOzq3SvhcCGjdoTEVoI464FOJKmBae6VCSjb5W9NAK8k7mJGX55mmBAs/929fw3Le/CnYDrAOySWqZxan21HCUGiQsmtOT1ZXMYZMxVPRFN9icDGntxKH+MDSLMK83y2ya43B8uctT7vFo3vDBt5XSXBU6SLPGrBVEk9QAcB6XzJGamAf4DP4s5wzg/fvt+jsOuVDZMBXVEBXrvC5aUStnmOxU0U5EE72yE6RTohfk0PB0gyArgeWYOi4AOYK+6VJBjy7a3t0jo8DOClD6sGahaoHaiOtCst0Mctf3Si+K85GIJIljE0CMLhAlErqJ0CtRhagOjQE3gY8+kdKcMnnHiBL0EPUTulrDsQFWI5ywQ2QdzbG3yn9lcvqUDs/4Z++SokCwQypDfWKsah+bdYU+TIadE1Ns0kbrN4ZaQbgE6VxzGLQRaM9TX/7HeNfx2qc/nq//oZ/lQ1dcl/JxspfSaW6Rsg+SIuYFIVJwwQ0xrhyerZGcv04rTKqdoHnnz2+WrRR5PuBnhmg2kLcNyvOtWY2MXB06uAIzkiybRnMujvWwFzJkSWvyxYr4lGGcQYtyq2wmzcyC/AWNgS2FW9JER5sxyM5DFv2kEDMpUd3248kgt2rfxXCw4nKt+pWrnJ4yR1pjdgYZcE2Oozo11R9o50OFU823ui3HqDxmm91oo7HJ4BenPOx7v4c/feObWC6WfMV//SKe/7svawwZtSRJVfIpToY5BPe/9z350s/7XO55p2/i8c99Ov/4z+/jb971D8kZzFhe8Y3oQF43yn+9wx2429d9Pf/1O++RuBDFURODWzU6/qX7qtV3di2HZv3odr+cp02kkP7O8o+Lo7bl9LUOpal1aXljLHuX6lYGsyU8Z8hRyaR2NXJb1ldswnuhGbv2+81QpdkL8xAFrWJp2880GyfqQ7UGgdsay5xxsve2ssBieafy/iJhmuM8VTWmLr/qpKQgYGOAI43jsGwig8WLtkry22urrlAtQbRG3ckLr3jTawD4nZ94Nq/469dwuNnwq698IVdc+4k6tu0ZUc64Zljabtv+cXP7qgYDbgTr4fq2zJdRTXDmbFMQwB+Y12qwWeN2Sa8JPkSqM5BkUdMcPz3sc9HeCT73prfjnde9PxGRMRhudjiCpKkQDXGSz5QcJOtAVxGORrgoGjHZJMfpjTC8QnYvTmIRk+CmDX7a0An0bsVKPcugLMbIzumBfrOi0wVdt0I2q4QSX0/EsE+MgSgjMcSExFnC5iI4oGNYO4bTwrjfEQ87oo5GHfRJKU32DLIzoLJJ89acSzFVNqVdgx4N3mBhtgbiYJMt7fEaDYbuYqoL4SfLNiyRaUDjGuKAxla50ldxGE0St0TlUV9/Hz79gptx5+f8kCmrAWvjfrbOszQORZ7nUw4yNEpr0cbcznV8ziwlBOINbdffcehcUngJIXlvXVerDpoWsGRmvdi+PGXoRQJ262QH8JjSKRJC8jo7nyblGKrx6IxboJpSQwFEk+Pg4gYfBY8gEhEfk0pShM4pfRfpXVKoGFkkyUONqAZCjIneKRDEEdTZ/t+o32hK68VOCXEihjPEmOo+EKzQxxGB45KCMYfZq7NJg6/VbHwi3OloHu/k0mhhMn5MycGIA4wjymEiC2quVJonrhnrU73HJN/Ynx3hLhuKTSDnePJvv5q7fOWX8OV3/Gw+dPnfpTyeTGkRaWdRudzy7ruV8m/VSxr+Q5EAtQVVsMV508+8BSHhYYtRSfP31rmI1dY9n3GpeYE6XxSLNFeOxfgiFp4XzeQtUt/2Ji1JTIoLC9AxmmpFNk5zf2Oa0Fr+tx7erUMQigFVMN8zY73hlswyAa3DGWYk+DqG5ki0jl529nKatAya3+IquPI1NdxqPAStVZBbh7WSse3dWXqzVY+ZOUqthdkUDsyOghkxanUCxDme/oSf4Z53vjM/8sAH0nVJJOGOn/WZ/O073lH7pDVgivOTLNgv+pw78h13vhMvetUf8F0/8SP8xVv/FjpJhRVLxT9vxldWosoGpqf3K06ePs3ln7jKBBXy7auhR8Q4TdPMYKtLy+BXzWtVlGCLPH2+ti7xzxLcz14r1p5UP81TYGZzA13K2tBZHZoWtpWduMxd8Ol8IRh+uYe4Y3U2fCVXm/GFTKUi9IxvkB2AoIiJYqDKTY6f4NrTp0yLPgd8qyhBWa6xmeP58HexkotpjP7cSpG8JlJoCnpiWRKlUUzKc6LJNJTPNeRI9a0wgWXLdS9xDNmz10NR6UnQ2XTu0mQsqoIL84xBGdK0X7zib1/DNQen+OrP+VI+9zPuwJ/80m9y58d/P1dcd2V9VjUIR5F+rVHSGrBtAx0U+wMTMizP7Zut51OiTcnI0oSFL/E6nUAP07x1wapEZwESh8RYndxe0WWAZeQ90/u59C9fwGse+ly+5nnfzYflqrr3BTM6p4ZYvwE92eztk83Nlabo/e6Q6idoQmOI7kHYQ6YjyJkL8EuHl8DST+xqx1I9u1E4cjXsnh7Z8ZHj68BqHFiosuiAaUmcHGEQxjARdYOyRjdrwmmY1LPuItcehTOd5/ROz8nlUTb9xDiOjOwTJaIkdEgKtma52Qai52MiI+YAbcyEaG821xYEuxw9E+LHFEjv8znR2X5ue4prxG7EpwwMFmDU/J7AM/7qt/iGz/5SnnHvx/Lg336C9X2uzVGDDHlvLHFdrftGeZ5WmS3z8RYCF3VwsYOLb/hBcf3J0atkIOpoBkyIpQAwbZCibJCKBk0Vpi1Nr9gG41yqbOyG1HGxR2KXnBKHwWWMBCyANwJhPJYOzJjgUHXPSNKf0im+A98LnZX/nrLnrCHpHmeDSBPJJkaxr3HmuSd2v/Yh2eTTSAwBxoAOikZJky6nnxck8s7gUxVhNXlXhxFoLLo1JA1kVYfowjZESfAgNcM5CjIZh0FMlcelKttkpc5AmfBoV2Uf2wkVJaW8aKJ0CJtpStjC2FnfDeaJxoqvL2GnbID4s1JiedJupRssCqrV2aD5HB2qU5HDFNl2VBr5OKU4D+d1tU8r6JeSMmNxArPqkFjhKdW0AalaBk1MdtFXaII0WvZJCKaZ39kpaSOFuX8LXltmxqW5Fc2x2so5bn9WK6m5XL95zmKAhTLOrYadmnFWa1hkgz47PmVXM4O4VQyqmQid3V/+LUXuroiSZgOuZDJcc5/5H25OJG0w4uIcT3/84/kfX/EVfPk978m973IXDtZr/uzNb+LJj/0Jvvfut926HmdfX4XNMHLXhz2U93zon42z4mqdDSNVVz1Jc5osW6dxheZ1rz5Vd4caMc8922oFzpZCbHqoJXi3a+ZG4DnMMglbHBLa8Wujau38aB3reZS99FkJrFjOX7pSVyb13SJxvUqthrEayNJkGrazn6q1aq/9+9Hf8wDu/FVfx10edn9LWGgy/EO9r0K4b4MixVdoooI0fVDedw6HsKhBpfSGaA0ezR3/rc81KmNiBEk12JaQMw0G2yqZl6kqVokZjjlQ0gzJOeFyLaxI4U//8Y386T+8CUfH8x/68/zJz7+YO//c/bni2qvm0rLOhDNa/fxQMygtLFNpoIWFh5TGX/8Dha7O16bthEIrt06N1yDBnLomm134K1bTpLPKzXspsv7Ut72Ye3/Bnfm8T7s9H77yymafzZkFahQ74+tPtQR1qjraFGFt0qiDh2mBxBWiO/jDBQtRll7ZVeFY9OzEyF5UjsWJncORHTdyYhzZnZSlBpY+ouwQojBNE0MYiIwmdx/hMMnSDJ1yLEZOC5wcHX1YckYXHErgAMcoKfMQxYHvij1a99ZG3lmcBW2aehWaKmZLVj4s564zB1pTAUuh2G3pLNIK7da8ZjPELFbHwVKC1x6e4kdf9av81v1+qThwkgMN2kAA1QJ3bQCpXYxa14AmFf7kNKyACz1c4uBm24iG//d2vR0Hd7wnDgEOXJMKoW4OqgYbbSAtkxn/OGI0veGFRxaxGsEhz+do2RX7zKgF/4p6Vm6Hn/iyO/GeKz5KjB2RQNSQ5BNN7FpIBphfCN7waE41YedMaSmSjHdVZ86fmuPgS/JEJCaORe/RcUqTZBOQSZGNJN39lUsLY/ImJygJirS0A26ZuleGHoYpZWs06ykbBMmHRJj2fZr8U8zlGdOYOzGDwjIQsXV62kO1a3ZsVxyFFJGoRMO3vu9feMz3fjN/+dYPcvk1p0wSbAJdIzoVdQydwR6aSaVW7l2zMLJav1cpzpl1Y6TQtCAWdZGU0CpNZoMSha7wFs4ixJ5fTYygWqPcBfiTi0hFg6TpVAvolGhoNUZUTEUhV851LdGwiXS246517dU+rf1f4TXN4dpCxErkeu4ztAe+tCo9gs3N2e5UmhbznmrYFucv49dnVpD9t9aLkNkGvv0d5wgZajUY5nfevJCdBgfOSXIavvIruPP9789HP3EFT3/xi8vz3fORD5sZVAVT3zWwDjXlHU0ZQXGuwjJyPZPYZIKywZKzqQpEjyB0nZ8bys3ckNIH210tZiC2n8vCZg3+/bxeO9Y6qdSnfHRklY+cKaJGprQhI0uei7mvcw0GrXtTdZBdMoalQ10HXUh9FYGwA3rUPhdM7Wq0Cq6x8lJyy2s3ZlhuMhA+//Z34HEPegjf8KDv4V3//E9p+wsNpNnbussF3bLx1TpMpH0zT/1sd8y+e7ZWqZhr7c0wCdUYmbH883rIUoyuyXRgATZv2IUd0COWpcmH9dqKiU2VI5Tx2WCSslqCQ01nbXHh5vM2Enjw836GlzzyV3jKAx7H/Z7+Y41T0PCseztO8nqZ1SrVMi6zvSSvxbM4YTfyJnFrMkzzMSrGTKNMJc6WRXJ2tTO4ypE03DhlYjKqT+YxggRfzwVtplPQpCDq0zrWoxlcoHAKOAly2uRUQ48LK0R3WXSOI0zs9ZETQTgxOPZC5Mg0clQPWMrEiomjOnIkjKzUsfIjapL6YwgcxgNCgq0kQaKYqlvrJnBwMnDGTZykZ3ftuTr2XKeC0x325ZBJJiZGQtchrre5b8IdGlOAUyWnUZJUam/wLB9SrdcpnQMinQWHfdl3C/QyYlDmIfVdjMXQr3uW7TlxSpXoi96IY9JQzi9p9rhUDLhG2jQjzjLXuG+Urmjiaj1wocCuQ44IehMPN+vgZje8kMP1dhz6S44Q1vuEawNxbZFHHy0VloORZhDLmCQkRxIxRRXGWB5E+6xi4SEkPoHkA1diUipSMelSYS/u8pJvuR8o/PTrf5+bxQTKCBoSBMkML2fS3ulcdUgUvCo+RroInQqTkGLCIVjdklRYw0WX3AqNdF7w3uM6h/eS6DdTRDYhCaJMHnqfYEfraFCstVUG9LDqkAt3wHXoqbSI5LBHJ1/Z9G6CReYLpGqjOkZktIhkNkIQU7TIkTEjOzmL/kDVZpZYPducRcAWsjqe8MKXc/Gx47zuGT/MXX/kGVz+iWvT57oR9UPK8vjk9Yo2hYjynmGOVjKQs7EcLULVnnTMDBeVaMZhrAZReyJKJn3TGKTO5OPO3yiR5oq15ZltOWmWlu2tiwbDW0tDysyRA60+eBMhF4te1AM279jSvKl5Kd2AGe4ZG9/CerailxmeVz5bYtd2RrTPxdZ9tN83z3HMSdNZyrKWL2tvWJr/r0f6OSKjZc60Dyuzv5d/FR+qkp1VrPijE57+sz/N//jKr+Au978/H73iiq0oNzVC50xxyVmW1DeObCanFrnHTCbNTv62dddIFZuxL+p4/4c+QgiRS3/kR3jsU35lht+v3S3XYwnMlaXKPdwY7KRMKcgSua5JPpb4hTnn0TTgM4RVG5JnIS2a8RwnywDGCht1fRIh8CRIhYAMSxhXEHYNlmSCH0WBi+qIKclZybCkkGFKyVw9duQIV15zDf/4/vek71BDlGDnozcolWYFtbzmG14A9oxm2BfZ4KIWledIDlg4CyP2wG6Tlh5M5W1I5wltlqAxJgtv3OC1cWVW5FGIexb8OGNZmE062wkNp6MxyG15aiaxt0EAZWv/YmbMR5Q/f+ff8u1f9o2UzmuJ4sYLq0urkaZstoV8VpXzRxshhPMZ9nqDW7TsWVbJsuCUhCrrLM5gw1qdv5jsA1HjZu67yl/N+1mfCM7iKpyncGYynCLaeWYiAeqyTHwq2EZ06dprQYLDB48HFm7igumASw4GTviJi9hwZIgsw8QqrFnpIZ2b8C6w8CZtL4L4Db4b8EGtptZIMNtNEHyI+FHpB+GiU45JHBs23FzP8AmOcFW/w79Nu1weVpyRDfvdAUPniL5DvUe7RVqsISCbEQ19QpB0A9oNsGsiN/tNRnnyFsgIaX3FsYonYGgEB+LCnGuI9duUnXyDnGXIoO0vGiK7ix2OHznGqTNnyjrK3EcxXqGYE5eShJog9ApskhBRViaTI4LeskcutCrXmet3tYeb3LDZd70dh2O3uID1fmAIkrw1iYbUiBUWneW9cqp09Mg4pk7tDB7jJosy+Vo1lIzBEyuZnvgOuhjYW3W87JsfADHywFe9iL0YmHCMGhhjMD+7I2pnAb5IjJEJhw/pUHcIThVPTI7ClAYp5sJ6SnJiiOAjPZ4Fns4LnVd6F+gk4DCFjrVPxUVGgfWUIk4uWm/2sFrBRUfQhU+e+2SVpZWiPYxO5p2nehHqE+Ne1Yw+zSlyX2VQNRNzpopF16VF8yPIoX1uSrjHsrmn6FiYIg+79Nd4zmMfyuue9sPc9VFP5/IrrkL7Q1iFNBajyauZJFg54HJRLInVqlFXJn11MCzmXDILuVpvqLUgigGYDa0aXsoHaHU8/gNlDf+/ajLWw7PIOTbRT13a77wBu5J5KDAUX6VB00GQo9JTPeTTH8uvxp2zw7OpNlzdtSYpMLPCmvvffqDWeWiyBOS17Zrr5I+cfd38/bmQXOYmSI7GtK6GNuRsGtK2GedartXKtOZOsG8y+Ff9czb4KQageM/Tf+6n+R9f+d+4y/d/Px/9xCfOdhqyEZczFHYAiwd1rm78rQRnNuAKhEQsYZZfM+uxhSxZP15z8pA7P+yH+ZPnPB008NgnXUq2GdO4+ho5byVES19vO1JxPqg3BkPJ51pAzRj45jFKej6n9S36WdL7Mpek1GWzHqh9n/HE3qrZLs0xjL3Vbag1Coob22D0K/FYGiiaVgdG4N8u/xgXHj/B997tHrzkta+0+6+By4SNttXVGNIFWlOMgexJ9c0eOs37LZlLBr9aobpIxr4Ey2w7M/a11hbK9SZmGQ4pTgrSJaEMdpITQt6/cv2K0Yq+NZm/1mlQ5ntBMfC3nNryu87Vi49ewEO/6b78+Tv/Zk70bDKPmsnNrnFEAu3WU9fItu8u2++7kbcWWmxjU4i5XudrijwsWqqeoyCToofZCM7rK3+BOQfBmSxwC/ujQpZ8CiCzMIlWfCliKZ3CTsqgd5uRJYfsELnIKTdh4sIQuVBHFlHpdKRjzUIGvAS8RJxLu/4kytiDX6xLKZ5lCRiT1kKQxPedIj4mJ2lXJnq/ZiWeow6cT1nea51Huo4zPUxOmJygXZec5xghdkkGX8d07egT9DsYj9XOVM1YfVVEJhTjReT+c77pKxNSyBDlYPZRdJY8SgEQ8WroA3jnFf/Mmy57O69+4LO42wsezumDtZlTW+dvzqrlQHGf5oUEoQ1J0KU6GXKsQy50+P2AP3D4gxs+/a6343DzE7filHecufYMB8M+g98QllZj4CAmj2oyjdxB0bFLNx6SwaguIlHQQZEDUowhKjI58N7gwNFkKhP8aMd7XvatDyOqcr/ffx7oxKpzDDjWqqyjMoSehS6Y1DEwsVknOEJQofce6TziAi6mKLo4ZyInCr3DubTFSlREFzgfmBwsFh2r2LMSx9IJfR/pYsSHBVEMn1wgRRkPCyKJGKrDLviF8WNSSXYJo5HFfWLWd1MSTQqalJx8Z+oXwWTmMownTUYNRlorOVu1w2JViNaqB2mj7vI5ofXwdY4YPA97ym/wnB9/EH/27B/jTf/wfp704t/jXz78IR5+v2/hSz7ns6qzocpb//H9POuFf5iIOaIp3a823rhKmtZIRbpmh4AUNctRaHUWOTQ4WHsgz3T7GkNhxoU4z1o/JE9/IHF0EJMtdKjzFgHtbHPw5hQb4dIipappzpc+clnPX6pcakEgbcEDoTlYY8lmVMM/zaFsfBfYW2Ogz65WDuoG47kV+U73FM8KcM/ura3o2uKsJc5yC+lf3ra15lTSCj1q36yzZERV3Kqystn4NL5BkbBTvv0u38Bd//vX8d+/+7589MorzECvNQQ0R5YzRMk3EdnMNRZX1kXm69QMSc5CeCOLp3mcqqmOhqO1OgH5B+VDH/0Ed3now/g/L3wBf/E3b+Z//dlfN/rslpqGwvM423HITkWWB4xN/9zgGf3/fVs2UKU2wlymQyZ1ZsegrxyEErL3wC4iK1T3zFK3iqyKGcRJhEMWMWUbjvXGDzsKchyGEynwEtcgS8vejoXfIIWvE6uzkO/RgvUfvvpj3OsxD+GVT/l18MJL/viVzaHe6qXHJiAuKTKsDdyII6n4nOwmvp0/ROSwyR5gz5wcHgkXIbqHxottvx8Tc1UPIJ40LtuhOR+hOvvRyMfRp2emBzmWHAdZGvdpSpBWNkndTxoBE20M2JjVpZphKdF+rc9eUgJV+eniIxfw+p96Ae/9yAf5qZc9fc6Ps0DUHHkntWBiJkBXK7I6DV7q/vgpRYxu10eSDBaZ0rmRpSVzrLGFEM827RQUlHWSU9UpFSNNzVUM/ihJQyXUDFJZopkP6S3SvWP8yazeswRZKm430u8P7ITIUd1wkQZuEiIXBuVEVLyqZfsGOhnxLuKdBZpc8kM2faRfKl2QhMaJkuonl6EVXFT6GOlCxBNwCCun7AgclYh0PUE6eieERcfUKxtTE9POJ6i5JnVPhpT502gBnMH6exyaytHeECBJc1a8wb1VawXs3I+Fspg4EAVKNjVcQwf0U1krQSL3+72f5u8e/jK+9vZfwmv/4Y22/ccakCxZv7nCa7q+mx0B4gRZdMhygd/1LA4GFofQX33DPerr7Tjc/ppbc8XguIrLua5TDnxgs4TJL4jRoDMa0BiNnyOpSIcdqIkokgoo6Mabl+iSI2FKEkkVL4ATdhYLXn7vR4Iq3/X7z2BQZWfRE5wwROVQhYPgOBwdnUFonCguKDE6egXfR7oleNFUzS8I6nxSsfETMrnkFEq6L3FL/LhhKSM7zrHbOfaisCOOhbjCjxGDgiTbWZC+L9yxBDGd4NoN7E+JHBQ688yHVGFYu7S5j5s0uaJDJ5deQxHX2RQzo0pjivZ4i/bHPqWRYw9uF+0i4sYkB4trcKSuGjTioVuAd0RRHvKsF3O//+er+NrP/Wxe/4yf5q3/9M982X+5Hc/5nT9KxHNNdTAe+cB78lVf/nl87IqruPwT1/LU5/0h4XAwKJQ0Bn8+S6o5KiUKmid7X6pfa2uR5cyCYJF4aeAf53GYaGUZmimkuS7J6BbtEO2SMerzzpajpRl3bU5DLiqVDT7njMOZD73GSGygOpVL0EJjmkh+Y8gnwzNzR3y5XiWyt85Zzh55i/zb9xdp0zl0JsGi2nHUxgmoRF/EzYuXkbMQsUDiyjEnkq6bn8M4NHXR5dZkv2ggCa6JZAvc/ra34Uu+4PP4x/e9j49ceWXaUDPvoAR4bZ/ymONnEoYzKElrnLgyDtlSUvVGeHaNg9RkDmPe7JMMhpih+KGPXM77PnQZJ44da1RzLNtXlKwaY609wfWTRHRla22er62rpPVGVuvsdFg+KKkBmxnBMFVSNOPX9rts0afqVSkKn7vFLZMz4Y7bz4lk9LjOjOapKvqINJnX1CTvddnZMXzxm97199zzsT/E7z/puaDKS//4D8q+WJXO8kWyklHmG3Rpj+6OIH43GfEyIv5UhUxpsGXgEVam0HcU9AjCBclwcfkg6mAaTa+/ChuIxnrv+JS5yJK00tverAb1mpKkp4YG9rLl2NflXjDa+fJ6rkAHdR1dfPRCXv/Tz+e9H/kg93/W4wgzqUrOkbGofTf72eZzbf/9Uy7jkCMpEfoxQYx91qSve6lmWGU+i3Idh0BCdWTnYzIHPmfwNhTYkR7Eui69T0NnATMkpGvu9HDhClmbkR03yIXgdyOL3ZHjHz/ggn3h4kP49DFwswDHJzg2Ck6SgEgg4FzKNDjRxGfwyXwaljD1Su9gB+EI0JMcjLhMNa1khG4DfjNaoHhKMdtuYNcdsqMTu90xLvErji6P4VzkZDdypps47JQYPDp6VJYJFh4HZHJoGJBNgoLpGBJUPcMiSWI6dAJLb6CbaLClnPDL4hfFqi9BUcGjobP9JSTuVZ/GSfvIKCPXHZ7CeavGF6ycAcyDF+Z7cVqhV6RzxTYQEwRx3tFvhP6MY+fKjhNXwc7VkZ1rbrhXfb0dh8/+6IajbodVWLGQFde5iTPdhnWnDD3EhSN2g0nruVTlWBMRGXEJtzV1pv8eDDuZ5EU1k1Ns/9/ddfz29z0SFO7ziqdwyIBfLEzOVplYMGjHWh0HMUGSosnM6egYx1RsbxFHdqRDZYcpdsQpVbWOHcRFl7LNMUXPnTrEOxyKO1SOiHJsETkqHbvasaJnESLjWgjjSAyKTL4SYaYeNqa61B0kw9plLFtn2NGGIByB6QgaD0A2hmlfpflALdajGa4Q1wnSJKTIWdxNzoMIyElUDlIEPKstxVgjXYgdiKbg1G3QZeAlf/1XvOR1f8H97/x13OqSm/Azz34x//KRD1uFzrQpveqv3sz33u0bcU641zd/HZ//Obfl+x/1y0z7NomrxigUQ6o5DIsx29lmlpk859jRTc5VqZHH85ocvSupfkeUtFliRb5iyhqkczlHLUI6sHP9C2kcO8SigTXKhmRoT8VblyzEWQegnnUqZsJ6+h9tQEfb75UyarXbzYieqdfI1mfyP6W+pRj/Wq951vCl+0/nmTYmSLsDyjyLUKKJ0t5kUrBqiPSIwYs6VyBGT3/CT/O997g711x3Hd//2MfUIlUu44DFkCy53goW5XclWyM0VdQzLlu6JpNifKACJ/INFCWPs/1Ej6gv6jWQyHUKLBd9o/6UjeltNaWmUzJkSlurqF1XN4KWxSQwQ0VNMSdHph01QKEeCV0V4Zgs8iYOkSRKXoq3+Rx29QZDMsmy3Kdx1+A4twY5Af4miF4LehrkassUH9a1N0nN8tpPgehnUuIi3eub3/1W7v3Yh/CHT3k+b3vvu3j3B99fa620UfNcfMm5xL9YrODIEaS7eXJk9GbAGpWPg78K3OlkkMRUNEvEniHeDOIx1N3cfPspVXmOp9M8C2dsDQ2FI5dWZ6jzkoVx6XobjjUq68SVcEl/vqi+lM+3BM9YHYY8dzNZH4oDoJJ5KXDxnjkNH/4X7v/MnybMlBKZ7QkZkjLzI6QqJSUjuQkGSAt/O3t/vNE3b0a7BGShJfghJfhmWaCYIZeSZEJ3XM3UDC4h2zRlg1mktdH1XR0rscyOpj6Vzkj+mg1YI9sus6Faoc2uU/qlsLOrXLgYueQQbqrKJSjHHRzphT0nrCK47JR6Md9FGGNkjTA4GEUIOJz5LCrgnOK90i01RdNFcGNCweNMdr8XpJ9wArthn5tHx8pD1+9y6I7QdSPaDUw7h0xDylOwTryHxJ0yZdBg8KKpUUgTl9ZuZ9WydzWhRaYIh9HqeqVAUtqig0GaxcQxDD45qUGgTEAoZ2B9s69HbaT4pY5BK0tse6ccJoK0+DRe3jl8DzudsHcmsDtOHL3GcdFJZXdfWe3/J2YcbnXyA6wksOjPsAQWcZduWHJqmmBUBpmSCpE/hL5PjP1xYw/VmzFocB7tEmxyEwv+85ITR/j2L/8SnIdv+bIvJWjkPi/9VQ79OtWQGBN3IfaekZ4NC9Z41uISDcW0dWMY0UlxYUEXOqK6VMQkShKEUE1ZjShW5lxSCtiBU6UjR/qUY33keK8cC46TsecgRIaNMB4EwrhBsSjMQUBjb7UpBiNKD6hPmRaNDnSF6gphYVWhu4q91WgqS3uo86loyJRqZiTi3VRS5RJMU8svrYT8UNPOMTQcE7Gotj1zTr2rEediRLsJFhO/+br/le5dh0R4tyqsqONfPvYJfvYFvwVeeebv/AGvedoTefHTfoLvf8QvMwVzThy1onUpEkQ1bsxhqJFoX42eWctGWSZot8WYzr8mO6YmoWK3bRtASdNblLRUlZ6SepXkugVi+ufeIsxUfKoP4KWSpGMTnWyN0tJaInUDGzorGn2u6HR7lS2icjHU64neuokzEvX269uv5c9LSZ7bvHZNZFEbY6Z+fyKbtxIrDfG7VePplGMnjvDyZz2NL7rjHbn6umv53Lt+Ex+98hOJ7Oeb6Fv2bXORxhz9jgbfoNZ/SLdv9+WcFfYp4unW5yb6UJ49K5pl/LBrDK2UoRDLPrz2r/6Kn3/Eo/m/7/hH3vfef9nyq7fkOVvnsfR943Sy/bfzuGUIS458tt5mawA2AbtEHqySkAnWOZkMZZdSvy5jkXMGoU+/Y8Y+XATuOBI+E/QEuIvA7UC8BuQISQXDFbioWKpCVRuBAzPQZg5uOtjf9I6/5yNXXM5NLryw/t23TnGOBNvP0iPHF3CTFSx2EXcE3T8OYYmEg0qUmKygl7ciVm4PxgsgHkHikVQ0tR/TM0TgzGEqwJUhR5rLWWfyRe7IvGeP5gQEK/lrnLzsPJ8rEJCd9izB2sijtnO23TcuPnqRwZP+hfs/6wkpBlUxmXXfKT9NtrH1kaF5LQsiNI53Wx/jRuJLX6/mrPCoCwkm5BteSEY3F/6N9YuXlJRbSPETK7k/Qg9//tG/5Ze++pG84+T7+LfrrkjrZdFU3c4qvY16elLtlUqcVjPifbKpVwjHNHKBwoWqHCcVll6hLL2wF5OF6EnnaZBk/qwNyuYk8ciiBTQ11lo3oJahSPuuU8UbfzXX7VFRnAsswobjdHh61E9c0S0Yuo515znsk52mkyNIX5XUfIBpqkE/rfCfou6V17G3ej3OYMPZcZBsw/iSbU5a/7mo4jSX8CafZxXOR8wqyLYg+ljeL2MTs7LCfGJiLJ2HhRcWnXAc4cQBHDmMnCBywRlltVGW43+i43CT/VOpEnQH0q8Q55NMl7fouEwM/jSxuxb6NfQh7Tdd2pTE+SrxJRn3GSEEbnrBUV79uMdwcn+fK05exz99+CM8/o9+l8PVACuTA4ue6IRxKYydMmhgACZJtNsQhaAwqWPCIvUbhwbBeZMVi1I4j2remXMTgVTgx/lAL4lAF0NMieAdzy49O9qxlMjCRQZVprEjajJu42SF4aaQUnSa5DTFO+hDUinwIRnm3cIOsN4OoKng3aVsnosGchSsGAkQenNClkhcIIuA+ogsHEyCbjqY+sQlacmUOWKrkx2IG5higomILQ4js4r4lGoLDfFME4nnqpP7fPMjf5LXPfOXecwj78sTf/Wl6RAuwg0V9tJqlOfItZSDp6n0NA912/uxKKI7vwvArXLRR+vndUr56pQj7wHcJkXAJYCbUJ0amJGtC+fBLcwoMYWMrqk6np0zGvpIjjLb4dza0dSKB00GoEUJ5LxCYSKnOSu5CrVsSZ/meXSusZD20jVbMaNlzdWbZu5LjnbNmk26kt4VU+TyTfKjcU6c2v4cOXbBEV79wl/n2pMnufODvp/LPvqvnD44SGGoDD3yoF1SlKjRHZMGdcbTCl3jmBjERbsGHtNkGDRneFxRuijFE7P4w4xYXsm7OV76rJf9Np//WbfnB+9zHx79c080X6PJprRQDIv+tZ1YTbRGwenG0Fwz1YrhbcUtxea/6ZZLli9Vcx4ydC9H2RmrXKiYzrdlHFJGwiLqoYfhJiAXwXRr0OMgF1YnT/aMI+FrVF5oYJfNWtg2Xovd225oVCe1jKWtk/yMyw6OdchNF0lcQ3aRq4/C0MPhvmUasGy9JCfH74E7AhxPGZS4A8uI7HjU7ZpvcJC+axoN4jraXIzVMWBoiLGDORT59bZy9jks9qIf2Tr1NEGAvD/Uz1x89EJe/7gXpEzDs36OkItrtX0s874rHazNa+ec4q0jkzMOtrY/lRyHPoAfoQvosmb3RTXRUUp2zFw2B+qTYpKsgL10hkhIZ70Q0IXws+9/Fje76CKe9DU/zHf/9U+i65hqDE3Vv5SjkpJ1x4BDgwN2mmoqqEdCykB0XllOcPSkcvFpuHgtXDw5TijsdLDwsOiUPYnsoOyRoKITwqBwJjqWE6w1yesfTAmF5ydFB4g+cVkZwA1JjjVBi1ItpaTdkuqIqSo+Kot4wDIKO7ri1N7FOLcksOQgczW6xDmKLqCdq86RcZBEkohM8lMb+fwIjD1MvVEegkHHJQlryFDXQ/BIXJoSXJ/4R8ZdErUgYp/qpN3++K247YW35NSpMynbIUZCP+Ztmebsp6kq7QmymySBfJSkj9Y5jnrHzaeOm647jgbH8VHZ2URcUFy84WfF9XYc9taHjHhGUdSviG4X9btot4f6lZF9r2JYeOJ0NbrcIGGZyFWdKfb0Ls0WTXLDrOGmR0/w6p99HG97/wd5xDN+negEVi7JX6lF3J2zAm2OMEXGncDg09Y2mVKLSCrK4VngO4fTiAsTjB1h0oTc0Yg4oVNfApSTagp6RcUHu8/s6R44FtGzWvXsOGXpJjrZJMY/mmt+IaOHaUTDIYTRiJMb6JawVMR5tPOmFTukg21yBvUxAl5cJnWPKKlUvO6YtzoZVrwz58FV28OlCsRJQri3a5B89xypJqaic1Ny1NSi/Qny2iFxQjsrBmN9TLRFlNNzIaa0pHNcc3qfP/iLN/LVX/K5yG6HbkKC64SGW6HJKSnZhRLRStCCBLnJsrNWVRrjcTS4bM1FmM7X5jpkoWgfkV7hpMBB5rJHVJJWvJgkaNZuzxVua0GkFCqQhbPK0xGZBF1oVUoQk2/L6lMFGqNNFkDLMa0FykLjoLmZ4V7MAIuazmFQMvut+X5pjdZYHEWZwc88NQduVyjcAJ1dvWjy27hrorw1Kklicq4WZdNqoKiYYd4r0sGxE0d49fOfx7WnTvFdj30km2Go8oJi2uRdMtSSjLTWwj7ZocBbQcq+GPsa1TKTvWUIxerOhMa5qbLFtfJwUmlL68zcRZPrk1zEBhsX7fjwxy/nouPHtwjkWtZzJY1q1i+tUXjsINs2WM/3lp+h5RDkCGmTuKwZiVAgM5JhFJ1aNN0kJjWF54rqkB4D2UH0aNojwxIZb5WyDNyadNLugJw0QnVfyrFqdvhyYD6096k146FWnyEkRz9LsAveggMgi5yh68y5lqR00ns44pCLBW6jsDem82NxgJ4JcG0PmyMwJqipug6We9DtIN0uenoFwSqSHnVw4QLcbjJQphH8DoxL49cFg81OSWifk8CpFJySKUGU2mJvGVra1oHJstItGRmtReRcfa1kQo3PcfGxC3ndY16YMg3P+cVk+JXqua6Rs6w1IcpZknlkTXZKKnKsme+N0+lt3fdNPZVPheYmyOe2r/uqhmZnF2ChqRRHb50TYq0R5y0T6mOyy3YTyfmNh2/nXje5ExxPGQaNZveOGTqd91OQ3aWJv4BMIcmviuAudPQXKztROXYVHB2UvVFYBWGHyI5KovY7oV8IC5fMQzrBxaSQ5CZhMSpDUHZi5PQIIWgBVQyTMIRkRy2nxCteTOnzGFm6U8EZ9NFrZKEjoofsnrmW2+zdBFmdQPsjnKJHJaASCW5EdbCirS456CwRN6agm65rgZZgEL4pwmmfgk6TwGZdAzydg6435dDkUGhYpDVrAWQ1Rz45fAkRc/tjn85rv+dZvPDNr+Kv3vV2ZHQpu7NSuMR8+8PEJ2aRnEG5GXR70G+U1Wm4yaFwSfBcHDo+fb3gYnXsIqxUCTolHMi5OET/L+3613GYAv00sRsmLnDK6JeMfcfYH2f0x5h0IkZP9DAusjyVR8IGXY1G3HHoohKmb3r0OK9+3GN56/s+yCOe+lxi1ITfDyFJnA5JlSbpqUciLnEcOmUUGFAmQqrDACw0snTKDsoiaBLNGCHEyBiSdKv2aWL1MVWgFhFG0oA6TbrHURw6JeO2J9h1O5Ya6SXiZcJpSMb42nDuGf9mWQR1WQnE9Lsz8btUIV2YwTIWfWoZzLPXhq0vbeSn0S83zWGmaKkqO2h7C6H2AsuQrj9E9DAi02TecUB1REKXDmDfFIsJ84JfYmEyDbHAkV7y2j/lvnf9Bp7584/gkY9/NhpbWVIaQzUfLI2+vTS51JJ9cAn21RKINDPttsly50+ToUsH0mpClxEZNWUbgqUdQxOFy3UALBuvOXItbSohJtJuT3KeJ1/T7Dl1Gsx4yQWkstpRa1OehVpp5W2zBkUN4M0UrWZKQVWRKUeyRVtYUW4tVyHnGfw86ljeXsnZ6e+NzGnJTjXE73x/pmyTOUUpc5AURC665EJuc+tP51ce+1iuOXkd3/0Tj2KIYyKZ5ayN2ObamSHRyn9K4zzEdI8qKfuWyKM5Irpjpb1BdNMUGAt1feY6KhmCYlVJk8EW7CO+jHfRAHeNGpJSIIeaB7JdlLnHCjyjHeM6IjcKKZlZ3v8crah5UQ3KPHfMeGGZ7cxGDjw7sLpAdCedqhwzidFVcib0qGUXGg4EXeOcNvdk0tSFFJ1ubh75zpyyrHFvD5iyCmaouSTvmF5P0DnxhunoHawEdtK+rcs1MmT8ep8ERNwC8T30yXHAr1I2TX2aa8tEexDpkhG52IHBAkGk+krKju3lk1keWZM8NMpLeU43GQDdGpd2/NqMZOm6xgEWktPwWIMnPffxhNjNYHySCzmWa25tbLI9T7RdEsy/3H6cVqrLjUAr4Ho3CaUekkat2cl2G87Sw7nIIloTSKNrajO4ClGe5YaaIyE2P4ODtYMDh3aLRMTtJUGgO4dEh+w4ulVkMSo7GpPtpC0dSAtaqhPBGR4/9CRIUkj29kodXhVnXNRRrXqVCCEqMUpSOY6gUVLS2BUKG87AEwBOhd6QAN244cLhDGf6XU73cLxbcuBGBhkZ+kCUyQKXahAku3Nd29qwvaaoihm8dbSMQ8yHdVPvhDw+bQ2UpLaYIE4VlnT7Cz6D197vmbz0/76WX3j1CxKaqYVmZtEV4+wVNeUdWK6Eneg4IsIl6rhpcFwcHZdEx3EHS5IdO0kkOi3oqBvSrn/l6DEgw4QbJzqU3b7nRDjKAT1rPcJGY6qt4CKhD6hXJF6XUqW7h9ANqQhcAp9x0+PHefWjfoy3vf8yHvH05xGDFkx+GoSYovJq0UuTy9LomSbP2AmjFbHWCC5GFhpZSWCJsETwFgWawsSkE5NLNSJcdCmlZYOfs63qEv465NL1E3QxsgyBpe9YqKeno3Me5zQVCAljSheNuZJl0t+WgocCDsyLXLitKqmSoEZdgqeo6xO5b3KlkmAKDZhqQkzqUBJWpn4wwZCK/IifcjmBNKpHBTnuUlbi5ITEyQrz5Xkb0TjapmDEdMxAzQtBsgFl0pN2hnz8yqu480Mfy5/82qX87KO+lyc86UX1MM92f8ECtsZoVqLJVm2slbQLDCZDLXw1GM7XNmQjtodlhJ2Q1BdskYtqMUZLGQTbMCRHzQxqpOIMYmFR1F6Qla9+kzMHNKsqZOch2FgFnd2azDDFuW2F5mYHcTXYpT24yyjKVjS73Qjt+8prLe67gS+0WBtpXivWgs5/N4aw5Ch0PhC9oB18zh1uy+te9CJUlTe8/a08+Od/is00JWPMuXpSddVpUG8wpbYZ10G0qycPmsiF0qHSJ2df+9LDxbASM7RclausfGjjcRWjNn/hZJGmoRwwu6udLeevhXvM77e6D7WCdK6bUbv7vF49qTmtB2bmf1i2TKKg0ZlEtdbimXkT62PKTB/3adxiD2c68+F82ifjCrg4OQ16MbgVIiuQi5HsSFjhRm0LXWVnPw/BZOREk/VOEqF5vrsCW5OYIrInjp3ggmMniApu4aFX3Crx11xYIqa8JZ1LFpLfAZbo6NBpg/rTFtzvUlZWliBHcIsjqO+h30WdybFisKx+merxHJ1Q7ZHRocsLYJyQxQYdMyzliEmsxuQ4yCnUTSWsLKpVJS5nDLZ3k5m8qta9pY38N/b7xceOJ6fhYx/kAc/7mVRkWrpmnufDK6tiNc54TiuIq3tAfrtrcPzUTERyGsxgXphE6Y1gOVz/FmumblKDz+TMmBmXrdiYo3EcBNmI1RnQeq2FOVqTrYPBkAljk4AKwKFLFn5YwtGFwWpdhd31glt4Fl1gGSI7cWJlSQ8vSk9kYXpgCxU6dWk69cK0qFuln8AFoYuSVEo1srH6chsnjBHGqIyxBqaWXuiBTpXOHP0QrdJyFLwTnEZEBi5Yn2K92GO9OsZFiz1Od5HNOLLenwinB3RKGQd1WaEtGj65BmDT+W5OWOjST0yHlDJUr6soKtqZketfRUN4WB2z7/jSb+COt7413/Vl38RL/+9r+fk/fGHJ9uR1oORK0gUKkICyIvSdsOcdx8RxYXTcYnLcNHguisLFquxIxLuULe8lVs7fDWzX23HQcYJpQKaku7uMh+zpyHEJHCjsO8ehdGz6I0zdxSnyOkryHs0Y1BiQMXLJsaO8+tE/wts+eBkPf+bziCGW9Fe1L4zVbpaCSvLIUg5gxaSSvE91aIy4GOiDqSmJo48g0RFirtnhiiZ0jNECJOkgcGKLrlOCeILEBK5RoQuwiIGljyxE6GOP9xHXC66fkG6qRE0NBaaTCLMxEWZzTXCtNR2SA2HGjSjSpag1konRAzImFQx10zyaqWMiY0eBMME4WtXnWElgvSRdZRdh7VJ2fKyl58nVS6fqPM8PiFCyBCk6nuEv6a8fu/Ianvj83+Zh9/k2nlBC6XVDa4t6aZGn7OomJa6GMLQaRkU5qJhG5/FuP2V5O4u4rIZEVJtidRrQJDtcsv0ZrpQNcWe1OTzqckhHUvQxSqpzgppccSPHFprsQwrBNM5D02dN385P9XlSaDtjkN97zt5vSdg50mjjlq7ZOgDt51q4Tfvn9nraYMrNaSmQLnOeOod2wud89u143QteyAtf+bs88UXPM859VlXq6jrro0XerIJmxmNbYZ5q+2T5wuzYuPJb8DVLNMuSTJYQyA6SJofb1axG6q42+q9pDauW+it3/uqv4gH3vCff9ahHn9VtZ3NL5qPSuhbbUu3nfSs6/C0fq/oGkiVsJa018Y2CVd/BsktwCXYN6rlK63KKMO1A2EkcBo5BPJEgndIn+JAouMMU95Te+BFDygI5bQqzNU6NytnZkew823svOHqMVz/zufzfd/0jb/mnd9J1DtdFvHM4EbxxyRwu4ce7RKCMAeL+RNRDokTCQUQ3PTEsUbdA+x52Vki3QBdLZFzCuDAoqyTnQifLfAfbD0wlyY/GC8nPE5sioyCdOf7ajoc9mC/RoFkSIj30uQZ1Tmy++OgJXveY3+C9H/0gD3jhT6bbcgbbaFXDskRVE8xIcMCtjt763qQ+tz3fmz0oi4Wcx0fJDW5isCTj01WVbTuzBZOclurYZmcvSK1LkAm5Bwk9IQuBix1cAFxp7z2UynmMmiBzcQXT8bn62xSTxH10dKccq0k5MgaOnd5wJEzsirLsjGsgyhJhRxN8qQtCV5Lo6V4XBvGNwKgOJ46lKBunnPEBQXCSAsE+GuTcKz2ORVB6Uz5LMbZkL9aMoLJ7ep+L3XVov+AzLhAOdpQpKocHI+H0Bo0B3SRnSjN80fcm15oqRxN6g53GrYrpzvb/KQV185qLk9EiMmpgWc7EH/3W7+Bhd/12/uCt/4dffu2LeNFfvjqhUIJxGHutzvAosBHkUHAK3RRZHsCxK4SbL1ZcvOm4yb7j0zbKBUSOuciR5YBfWp0onVhOjk4cnb/hAjTX23GI45QiF8HREVixYW/a59hwHfvscLpbst/B4WLBIBcRNh4Rh+gSHXoIB7AeuOlqxase9TDe9oHLeMSzfiM5GNroa0u0g9rZYZyJiGkwousILJjUWxBICQwpk6BCNwnegYuChpTGivgEcyrZe6uMLCli60RrltmZWIomD7qTlFZbEli6Bb2s8J3D75DqORCQmNSKdAiphkOcTIbWyMfkao6mBCCmIy8W7S9VUcdUQdqrVZMeE7yowJuiTbq1vT8kmbwwVpUMDYaxU/SwSyMcEpyiYOsLzGOoUQg1LE2pyNpgTXO11paQqPCGt7+TX3j49/OTP/zdPOlXX96MV6z4bUkOgzbkzspjaJmRrWCoNK+cv9ZPKnBom4fr0YVLRVd1TP07xGQAjem9GZJGyJHJwspFxSOdVdiOVGc0c0ecmmCMWOBCatrZifVWbJAceZxqZeaWQnvWs5SjdjvCfa7+b+EA54qI5whk84lsXEsbmWw/n6+cJWil5k3McdBOLXqofM4dPpPXPf+FvPAPfpcn/s/nwcKyCGIVq71FwroIizH9zlKs1DQxMdSvD0a6JRg5v4WiZKnD/PwG87OicLkqtiCpkJDLZE/NchiNF2FCBYzl55H3vS+/+Nxf48//5s0NWbx1AOtYlNVxdvfd+Gyjro3yW2siaaXYkpeSxZFsCC07WC1gbzeRhHUJumf7X4RhF8IuoheCHkPDRdUZdiZY4PctKGPqerJJgRoX0nybauA7F+Wrvm82qNM1v/oLv4Qju0d53IMeykevvJIH/PxPox76PhFFeyd4EToczjmc+MRv6BzqOuII06mR6fAMgTXT6TVxs2CajqL+OLHv4cQO9AvUL+FMdhzSnqpukc6NQc2B0AS3yxLFIZphYxkyHUxtL41DEqOQsg7IPLmeauCPln1pp2h28mPzPqFwVX70bg/k49ddyQOe/1gC0WQs7WJFbtzqn6ivdUu2Fdv0k2w9NL+bjJ00hfo0bO9RN/KmdW6qSAlKqRofy9UAjhjKo4SGCj8ky4xqtQN64+lNIGeaM6Z1oKOUCDldl1AJQRKRX1N1ZjdOLE4ri2lkMQZ6CXRe6VwKpHkX6Vzy/b2Paf+MQj+afpkK/QDTlIz5CS06CUhF8XZe2JARacbVy9oI2kC4VfEqSNAkuR8VxoHl5gxH1h0XTR0nYs9pItf2gc0iEDcjcRMsK2zBhYLKwGywpYmaNNW7MR6dWD9JMMpfgqumOllZRKMHGfjhb70LD7/rt/PNv/JI3v3xD6Z9LjTZs9w6kB2BEyD7aZ36DnZcUqe66IzjZt5xcXBcPHou1MBRB3teWS4ifpVsiRgdPUInQvefyXFgnJLBEwRPZMnIbjjJZvwEx+g4qSc4KT2Lboe1X+BkSdQVxIuS6zpdxQV+5E9/9oG86V3v5xHPeilxFMN35dRjJcQViXJqIFJViXFi0sjAgkGEQUZGSUz8qJJY9DEQJkcMLgXvVQgkBn5GCziNCTPt0vc7p0XOEVNxcg46p/SiLFVY0NG5Ht8tUgW+bpnUpThIdRQcyDqleSXrWmfjyGmae6tMHjMjIJd0D5iFuW9OxgjdaLJ4lsrqKdmItNADyKFNXOsjS13qgUEoFlqL0GmVEFS6NMl9Kk4lYVmVl9TgQ4ax0aLckwH6ibD60U9cxY/8ynP5uYd9P7/89Jc3mMnW4M+a+JJI31l9xoyzal+2EaGcbdBzAm7OmyYhPVvskLCL9h6OCCwcOk7owQT/P+7+PNyW7arrhz9jzqpaa+3uNLe/Nw0GgkgUaQRBUUCEgIZORH50voqK9E3oCcFAIp0BaQw9EqWTVoQIJCKRRsAEI00wQRIggZDktuecvfdaq6rmnOP9Y4xZVfsk+t7kffE9ST3Pyc09d7drzWaM8e2G4pCvzP7LfYDBaS8yT9c1eKHsvFwN0d6L4Lx8R/HEGwet66Z1DnXvPnaL5GGpE5CKKNVLvk5JF+NDmf63XtpLdSo33dqy+E9h8TXUhV5coMpMDfTiO01rbPF9l0ItqZP/YJDqJ3z0R/CYx96LNMI/+TsfzXf91I/wlT/4nYZ5T576EZEGicFcMRqZHCrM+KB4YVTmorQK0NXtCXOeg9pwJ6UiCzQxTPZ5WrUpuFtWKEgo8x6vYVvVhtO/llYHIBJv99j7eMe3fVu+4bnf4/krN2c3LIqzCVWob2CYfnSpWqn/nV7gVnymqajMuh2Y15i469imcStJhXMXIcvKhYuXET0B3aDt2pz+osL6ENED4E7Ih8juxJLbtTekQfY+lFlDPoL2OsiZ/bcwIE1xsSnz5NrDPytaWPfMV3/2F/ExH/ShvOb+1/Ebv/syvvib/yVtLKxWgVUMJl/wxqGNs/xFumz0uWYgZ2U8VUZJJA3styMpt/QUxoMV+SiT3w50fUDgEvr6Fl4Xod+go9G1dN8hj7SodOagNPSedzGi4sYczQi6M3cSzaZFpPF1ukC3WzUnyQNH4pIsbCMX0JAszxYqfD29xZtuzW+86n9auFtYWkTnBUrnX6NkOwnKuODIVHrH4iyboLXgV8d850z3Rg3MGm5GON8KnrKQqcSZxjkh3V4wT2hqfc3q1N3ZC57tN2l9iQp7tVnH9mZ0yYvhir5JvXui8aFynPK4QtnSDIU2QZtHJ1p4pK1Uu1bLYaii9ZyNuhQxcXQ72J1X8qyhsx5X6Rw1jiKEZi47TKYzv9+lvi6uAQ9e/4gqWkbatGUzCpfTikvpgEdCYBULTZPJcTQnzKIIK1NlSFwMgrA7vGDntqb5vhIW+p0y6yGKow7VWzFEhMSnftBT+KRvexa/8+r/Ne+F6cypQ7TZdFOOvGQePUJChGPgth7uVLgNuKpwImZ9u4rKqlNCZ4PGkoXoKE/zZjhXPurGQbIlX0YCjRaCZrRsGfMjnIcVR6Fjk2+nG09oSsuYGqQc21ReLqNlw8nqnMfcfpmX/sHrKaNPU10opqKIF8mqS4pEpcw0xjkLPbmNDAR2IbIrib0qewJ7VfpSaFRISShayCokFYoIBQvjqoFvgYz6QpWS6VxsmUOkl0ChGC06GPLQSkMTD4hNJIQRafaGqpTiOoNhCl+5MN1vi2nz7ohwyUNXtor01uXrUJDBoGORZJOu1sN6itrb1Dj3umXhxrSz3R5qgRNNmJ2Lax9Gn3qbNsQGnqlyt3wTtBA6m9YV3O6qeH8wu81UUaeU4Aez2QK+5OW/x+1XL/E5n/x3+Jff8qPWTd8kwLV/qZduWFwEyymQiyDrpL06Ed3Cp720we2IA1I2sFmby9UYYOxNnLsb7SVNljQZmgZtBEKHZFPrqk8BZRIp2vqRaFN6bVzMNnqwS/LmtB76sYoAXVyfPdE6h0m8NUP5s7Zgok5N3VvwHIcJGrqpaWAhnquF3c0kJ7+0a1oyy6lhYb7NloFYUxfj3FynCQVYbVre4y/9RT7syR/Ih7z/3+TnXvwrEJVn/eC38q+f/2MmIq+NS01HDys/VYs7j8xW0OYu5ofxNPmpPPr6OwV3D2kcSu7mwpbRs1m6mXonlSrClDsgTi+0s2zlk9UqpprTwp/4uMfyM9/27fybf//jvOAXf8ldeRbN1ESrqq/h7FJjzc2FFWkfMSE5t+7eqY8Fdy3oMVOSSEVnPGSpje4X75PWFIyaFNxbkmNgg8SVa1SwjAPZGC85rQzlK36m1vwb0bk5DzuIvdMLrHiu+jd7OfUC1e593+09+fC/8WTuu/MunvS2b8/f+McfzR+//nWEEFmv17RR2MTAOgRWQefGoTYNFUVsChoyWZVxULP7LmYvOXpxweocOYjobRvKRu132m/ghqCdWzsS7XXZ+4ur0VCG4ohx1eNIhQ78DC6NDZJqwV/XV/X9b8Pi7Fjqk/TmN3P+56LgmZ+bRWs6O4FJmdyw7EtUx7KlYcbiffg/ranlBLXcZCv+1vKMYXb4qmzoMA9ZbAjqGq/iTUIdXlEb9mKUl+TNlSfVc+oNyWmZ3TAvoBieTt7s3QGzM33NeAlig4RiBjS5p6PYp7fFGRqKaKSgZFFyNKRBs6CjKX+CiNH4kqFmpSh17l+qxwqBVRC6KKwOoUixuv3M7qOMvRZlkroJbRCCsyeKFIr0NKKsyVxNkTuGgTPpuH8obFOmpIGSt2jKKHuQDg0bMxgo7japq0U2Q/ZMsGRdCtGHwua6aR9fmRuejRJG3u6ex3Dp4JA/evi1nqeFnYMxTJTXmXpmzliSIzEE2pVwslLuKnCbwmMLPLYkLkvhJAiHjbJqoe2EVRuM6jm9E3E2lHgTn0evcciRQKHzwiADoiNJzzjWaxzLJY40cr1f0ZZAnwIyHiDlCAkHKJlXP/B7vP/n/1t+7J99FGkc+Y6f+E8znCbesU1OMd6RaYbgCc0IJRdSTgxlz1YDZwKnIpxIYKNKW6w4bXIg52we0SU4XdmaEqW4ktwSrQPB0dyREITUQo6FkjNBIyEafy7EQIhrJG7c1aX3ycYOaTpY7aFVtKt2p+5t3ChyqUEfI3CP0Yj44wSPGBpgFuSuh5Bk7jzDMNN9YvKW2Qujzuz8yMlTQs2mtcbHC9kW6mRf6e4VYQpcMLQht2h1HdHW8UkveOq0WDwYC4e0U83fsMnTa17/EB/yKV/ET33rV6Ol8C+f80MmIJxoSzI7KE1oxCI4a9k8TEVoLV/1ppHHrfWEKQgnmA1b06DtiExhQ04TWIGMKyQfIHrgdKUIuZuE9EUHG/EUO0ilmA+1rGQRCFeTK9XWSHQEqk79gsyOTmO1C5bJUVFrwXzhLr8oTLWmVxYaFX+krq2bOQFlARTdzCsob1g8TD9CbRAWFCaZzSskCscnR/zwc76Zt3+bJ/CHr/tjPuhzPpE/eOg1ZsVRg4hKdezyDtdzUiycMc2Tnql58t+zojWV3hlkSvk08XoVam5sks3CetXDdXTROIgoKh48FoapIDLR7tp9DTGrZt0jUrjt0jE/823fzvf/1E/yjG/8Jk8oXbwn3NQwLFs0nWZW/tJX3C7M6MtbwKO9TzoH06RBdcFxpKGsrPHbeDLrgaNHQ4T9EbQnEK5aiBsbe/9jgFWLbFo7K1WRoYeHRkPOxxHy3oopPXdR8h7JN1DZ2v5lnm6LD5ts/dv78OS/8td57rO+jn/zkz/KS1/xMr70X30l9z/8JxyvI20sHK8yqyicxMBhiKzFkIfgyLE0Ck1x5y8McVBIPfRJSEXY5kIfR7Zd4vywsL9yxvm9e/LRESlmc2Tpj+D8BIkbdJ+R0htfvQTjZQ8VhTywFzwE6NwiWNdoyka5VC90ymj7sMlutG96K8kYrbjaDAe3yZ4Qh+Wb6v9Sbvp7bir+LxhiOB/G7bdVkw3kNF2gH01T85spHAvEw66U2QWrctrfqhoHMGSzDhIWeTlSKTtcmO+gRaxRWOjvGNX2X78IAhqUTloYFO1qwGKYB0vRB5ibhFxOcDSavq/kycQijEIsgYbASoU2xMncLmRDXYsqYzHbVavDDb/tBFYirEskF6ZzNyGu2xZKCXj2MuviGsykaLKBWimFjLk1tQItJhyuNYbNyQTRQkiJo92Wy23kSlM4CpFrpTBmZcyKjGm20o7REQg/e2OZB0LSLHmNPnAyKEXL4HdRmdexFJ5473389Bd9Hc95/g/xsle/wlDwZX5QNMtdsw/323cH8QFL3D4YhTujcK8Ubi9wT1CnJxWOg3C4ElaNBcFFhJKMmZOz/f9QoHkzLotH76qE0lifaKJfVyGsdeRAzjiShznUK6yHFc3YEHMmjGqTu3GNpEMoh/zm77+Gf/TsH+F7Pv+j+I6f+E+zjlKyw/4upE1Megf7AUx0WBRyUoZR2QVrGm4EOCGzQVhpS0OhdcqOhct4A6hpngwGh/VFreMloilbjoRYMyESnaaZvQ7sIG5QOXY71RFWI8IWWRUYR3RTkKOEphE02WWoat67ncLGRZqdL7a8tw60wr8lOzy/OEyDT0PbaAVkW0z8matOwvj0BiU7vaVkF0655at7eaq6x3xwfYU0KGtb9BqQ4EV9SPNEWLHLePQGbvTClwE08Jv/61V83FP/OT/xrc/kG771h/1r16Ylzwd9fbO1zqwrTD5TYiaay2QGfutWQN3KBw2Ng+Na3XfME5pQ4MACciStkOGQ0F+y3zGpTUylc37xue2tVJCxoGNtmqsda7IGMvkFHr05CNma0+rGVNzlofHiOl08y2BR4HvDIAurvarjrx/2Rgbai/9zc6Ow/CR5I5+3+PclslCbnmCI3xOe8Hie953/msfdcy//5df/UKmO7gABAABJREFUG3/+4/4227T330lmhySfgMnkhhPtYJdmpvtUGlKQaUgqZVFZV5RAHf0sfiRWxEFb0I1vAw/MmlxeGqP5VfqFh/xN+5b5860xzxdesyc+/vGUUnjGN37T4j3SC8OT+bV9Y/vgpsZuEbv3FvOMRoGZZR0u/pt0ItZASD0To5+DNEavbNc27WSFWGSnTUiPg6ETXYbh3D5voxaclbM1D0Uh2Vqx6V6PlHFuxybh22wTjMCT3+uv89xnfh2f9pVP4z/+wn+ia6GNwlErbKLQBeEk2jD2OMJhFNZB6JqAREE7mUNja6B4Yzq75HdVcjqdZVCNKD0CjPGc1AilPUcPesqlDCfBNFIq6LC37qMMZmteaYu0ji6rUZWITrOwP6KdG2B0C9Shcx2QI5e5WuwswuAkXEQhJhpXfW6u1hfN76SHqPupsgtwCmWd0PqnzJEpMwJS/25hnyvV7GRKmtbp677VPNX1jSp4Xwz6atOwcNCrrkKTG5/4IKXSnVJF+pVf/d3f4Fkf+Zl85vt8PN/4q983z//EnZiiMyA2Yo38YYLVYCyJaZCkBJ01PU0jNDFY8zAIZRRyMmckyULJanFRqHkbiP1eQZXi+64Eo5sbLd3WZUCIo7M+kqIpk0uZgKZaaQjiuvviLLu6/jIhCat+4CD3HDXCQbumbWxeEVw/IuIGP4tBlEhwDUXxJGt/T+peKM1M317obeq6fOI9j+Gnv+gb+d5ffh5f8WPf7uv+pnszVmcs8UwYS/pud4ENgeMi3CZwmwRui3AZ5TDAQVDWUdmsAqto55MJxcWSA4r9MxahKW+6rdKjbhyiJlNjSz3vAolII8Wah3zGJr+ebiy04wExtSawIiPsIHdovgp6ndc8tCMEh6ALPsVYZgb43LlC1zH7UjT7qjJmxkHYxY6zRrgeM8eNctgUNrnQjl6S+uRO1cpRCaZlqN1i8YtpDMX0EUSkmHBES0cJQmJ02niklIZc1hQODbKSgoQRuoJ0HZAIm2howbi30z9lNLla5wbGSc0ROcUEfKn6v1eeb7ILoLogVPvB7J13DXxpRguVE4XcWwaCdLNtIckg6FKD50ab4RendMQwOzrJHvTAvMKbYP/U3n+ubJy85B8fN8YJ5tysdrNNhH779/6QMSX+wcf/LZ77fT9tvNqyqHmUhRjY+exVkM1c+IiGxfl+a49OD1ZCDpBiIUX1I9Ngf/UMBFlHwiYSyoqwXxPPDtGSnDLRGmGxacjtSAk9ZWzRvVI0GLczNDZBahKae6OeNU6njAUNg72asvCVLk4z6GqAn86oPzfV/cW5yyl78eqT+IlWs7z7ZfFnphfNjcLNNqxyYRJ44b0OzFZwQXjqP/mHfMjffH8QeNvHPo7v/dmf4Jt+7N/ywOkjpt/oghdZMukVLGbBf8YKw4ca2KUTt1RqY+5C5umHCDV8z9dmiNbMaZmQB6vq1lZ0OaVCdbS9X/MfRL1hGCE6j3xCciri0IAXfyrK4WbNl3/6p/Pi3/5t4yq7fmxueG5abBUtWYI3E21mSe2pb+xbSJW0F0PGqng1+CUZGzuHxtZtI51SJgrrlSEL5QhWh8jmwALP5ADaYytobsvQbC25/fqpDVz6AWqNuVc7087dXrFXJOzQsPfptKApzA2dD3Y/8K/8dZ775c/m07/qS/nZX34BqxaOOmEdzQbxKEZWIXCphbWINQ6tsGqhWZvmJq/FAMe4qIMDlGJC0FUOpASdKkModBRiUdo8koLQx0SOB+Tj29C7RjgDVhZWJ9uMjjcMYUnFkmyLoqyQoGbP3XiRnlez7XfZmLubjoacMSJ6CNqhY/TMoB7K3td5hRPmgDitjcDEgV8MKOqzEE/X4NYp9O2CofwC9alfLy8KrwVYMX/tOhRcnE/LLfKW1lT/n54mT6JmGd1QQmWhmVs2Xi5cnyyFaxMcHJVWL3ztJXrlg6/mQ//VZ/CTn/HN0ME3veT759cvtGizQdYdHIEeKqwGp/a1PowUZK2EToljoN03dAeBtvWQtxtKPhOGrDYnTULJdlWBEoPSSGHUwhoP23X5RFYYUqCUDrQhENEkxJSRnJFxRPPgXgbqNX5ARUhRyUGnHrXgQuWxsNpGDk/2HG3g6CiyPhJ2Q0PYRiSbMYNGRx/rOhTTEGpJs5W6mAumiDhFUOy/LwxnVJUn3vtYfvpp38z3/tLzeOaPf9u8Mp2OJOIU9xWWFL2yRl+iick3ueEygdtUuI/CPSFwFbgaCkedAbTrBg5XNsBofS3kEskExmSNWsxCU3XGb8rye7QfmLWj6Oj8XxO4BoFWEp3uWKVT1trSDYVmuEzIR4iOSByce3dswTMhgzzoi/BgcRmO0whGUoVO/VJuvFvxBqIEC4DbBzhtlBWFtUbWudAlaHKhiNCFjqAmlg7VTpGMUIglEhCXWGSKRvud3AO8NA0lJMbQMEjDUNb0pWPMkVwiRast4Ind6U0wQV3bQDfAsLaCbSzI2JuDRV/gQae1nKvBV02xRVFpQE20pFh8mhpnT2utsG3xIKHG6UPBb7ZY48+TTfyl2CQtVivaOn3unG7u31ct4VaD0aCkknDrpZB3MA4+CqvZA93U8JEL17bnfMSnPZ0f/1dfAQWe+33/cS4elxac5NmvG+aTf8o08K7bcx5u5QLoji4yhsC2gR2ZsSkWBBkETfZ6hzbQHQfaCN2gtFKQNFKkR7OH+MSOdKAMXSANLWMrJG3J+84T2qMdRuUc3aV5q7QJ2h2Ec0Qymuv772411S96cQmLePMp7pCVBd2DDI5yJNDkOSc5+0HH5MwxPzddwksbU5aXWN3fPqUU4T3/0rvwlA94vynP5L677uZ9/tJ78LRv/3r2ZeDGcMbP/9avGCx+4G5JrR3+lAXNKRicK1XAUTxMreYq5JqvoFNYmrJAOCbLvOpu5qhbrTYkORcVo8FIbzofHQy9rIFZcTR6UhjcXtWd4vy1QxoPxHMUVRP/4MM+jIPVmn/8hU93vr4hn+IN22x9vBCoXyh+6gUzCxUrYju/P7fu3qmP1DMiiFmTtsEMBixX1ixVS2OUzhhcl3VgE3K5CvES0l6F1Z3QHMPBCRwnuO8RKOeQdnB+Zu/Nem8uRqsI+xWMDRKTa4OCacMIkFq0Ik+iFo7VwJPf46/xPV/6tXzmv/hSnv8r/4mTLrAKcLUN5p3eBo5DZCWBwzbSReGgC6wOod0I4UTQRkjRJn6pGOXCajshJ4ijueJE136EYjaX2kPcK+Owo0mB3G4ZjrZou6OsCpwp+oc9PHAG6bpzqrF1W52MXJSq7ko1WURqmrNzwmbOICmX0Lxys5AB0hmiEXSHyv6NcJHeyEChLsHl/w++D3WBAsjFpX7hv+lcB08DjfofdNEwTKjbItehfu23op4BFknQUz6fziYasZ5rbiKQZKK42jniDcfyeg11EGXU2N967f/iQ7/zM/jJT/pmHtBH+MGXv8AHja1B7dEZBzdGG4KmANc7Q2HbBr0zUjZGHeJGoj1UupXSRqVJBdlbP7MrRisqHqyoMbvGAXotbIrSCTQS0JWFpRUimtZoacgaGAbIaSBmNbA3VYDEdKqZbLSlwJTRVdkNZQyea1tompFVH9kcZDppadeBeMksaqs2Q8eVDdlUF8O1hUNZU/UNwRCQPGc1GW8ncunggJ9+2r/ie3/heXzFv180DRGnvXoDcRKQq+KwZUfYr2hGYTXC7dpyd1Huysq9aeT2aM5JXRcIa5CohEYJ0X7vKNB5w1hKYRSxWbAnyrypz6NuHMZSSKoUVUI07lrUQlMgUViXkZWe02lDGzaEvDGKT1kDlz0Pe4OUPJ8Q0kLYztzhpRAwi/O9s01dV9EPtGiar7hj0IFtDtyQhhWthX8EJRqRDkIiFEFCMFEMM39bRYnONxMfpucSUYmUFEhdYQhK3wT2MbKVyK60DLIiIeScKLmYyESiqe7DHSaWSf3kUS0xo9qDbpHc+/Te7VVXwawidbRQlaFxAU3FqCIaRsSFfKLJotCr0DIVJLZGj2mdKKw1BKb6YdcT2wuo4MWiGrRNcP/uOPji7dCmNam+qFGbqmNl1rkwko1L+6NPGoRffekr+Duf/hU8/7u/kv/4ghfzwOsfYYp19GKyzuXnZLM8FT7UybmfZG+GS9j/1eftROiDcr3JPBzOOY+JtDK4VaNNj1stHGflWPYcAas4UFaZFDLZzQGitKQA2ziyW8EOYZdW7HTDqFfJ7QGlU0p7jqwHdJes/swFST00N9CwmwVYGU9uT5N9nDi0bWJha8JNKG9Fie4bC2is0PWQkUFmvWINndOLsIWILFhlCzRiURA0XcP7vedfpe0id9x+O1/7OV/Ej/78z7Ad9xDh/v5BPugZ/5Dfe/2rjLYVBDmMc8NZaxoJflRk3w9YE77IZDBkzYoh1UqXE6QL6KraBgYYIpLbOSXX09gnYXedTNGgzoMXkk9jF2fYJC5zxEHy5MBkVMVhToEvA5otc+Xd3uHP8Vsv+112p/vZbcPPwYu2ueVC1SXTBRSc3qmuBvL3ozYdbzHPwqK2DTZd2zRzJoOsITc2GR1aJHbmpCQrRE4gnCDxEtpdhe4EDk/gZA+37T0pKkHYIdJDs4N1Y9qHJto66LOZCKySmxiY12O1Axen1T35Pd+b73naV/MZX/d0nv+rP8eqFQ6j2SBeaQJHTeBKEzkKhjhsGqNnrNaB9gjisSBXhdJYMGkY7E/Oxjme1EBFzO1SDDUXNVeZnAqMsBlHNPXs6Cnrnrzq0bU5uMluj4475KFzdFuL585f5+jNwyKBdLofavUZDLUWp/tx4uYAAYrfXdq7bW09sFkgwxepi8LFGv9m4r0si/slMl2biAUCIZWBUAu2/80a1+kcWgb0/f9qrd5CTw3EDJZtUjNrNKr9e82QuUB71On1uWCAIeboNwugjR77W697Od/7Gz/Ju97z5/jBV7zA3ZvCTBpIGTl3rUsOph8K4p4NBW084DIm14kqEcsBq9dR8S1nfaLReUot7X3xZIWVKlmEEsy6+IIeDXOxLBW2KJbboOJKN29E2rBYtiLGKHGvhXEosC0EMq0qcYy2TxtFPJup1qR2NswWwhWhlmoIUuERsL1V7E7QHKHAvVfv5mC94St+7DsuznkapvOG4LT2q2aPJFeVsFPaU2HzsHApBa6UwpWsHBVl5bITnOKlapEDFTyXIMRi2tuSraGcjBbjm75BHn2OgwcbFREkFKJEo0vWXCUphCCEbgPlkEBDSD4RLx2MG6RAKQeuahS3tzIi9kx/1yloRsQFnTHb3dvEqUBQHck60qeGM7VkwS5Bl0eCW8sdyY4udDQSCZqIGu3nkuIcSvV4hEihccGjaRpIkb5dsQ/Ctmk4Dw07DtjrCWNYkXWH5nGKe1dtLGgodzbp0mz0Ie3nwCgVNA9uo1osNTSuIO7sd9sLjNkLbD9cqYvQnXc0m7VeVgsHUxcS+gVsjZnpUJw8O1MgiotzJPrHYF8/Jk+1Hk0PEeaLRUqZnQEYPVgrGDc4+oUfXQiU9/zqy/6Qs+2eL/jsj+Y//+KL+dmf+xWnxcqE9izpR4pOlqGWfbF4rZBJ9HkrPo8bCn0D1xtlHYVrmuhVyCFTmkQIyirD5T1clsyltOegH0jAPhqXs7hTWZbArhS2CLsYOV93nNJxlpS+E8ZVS9oEymo0+sWYjCaWAT0GWSOj75OkUEZEtvZ+LqgEdrFgjWKwybk4JGrUDDU7O3e5wMVmpCqsq8UttodFrDZpdFrmh6sDmmAuLTEGnvMFz+Td3+GduP/aQxRVPuM5X86P/MrP2Od1nuSMm+PUDId6qrmob6JUV6pD1Sksg52UOWVdHKkI0exaD1rzv87eoG9bZNhY5grmTiYhIdF/v+wEYNkh4QZqP5zbVjovnsEbiTSLRKlNQ5gbCt36/ush93zBP/x43vOd/yIf9An/xCka5SL94g2iPOWmqmr597D0uXqLq5IO3AkIgcsBDhu4fYP0t0F/GbZH7g4kyLC24ZNszJmgvQMpd0B5vKVAh5VPWwckrEFHJA+QbnhQt7//KVhBJQVd+WsqEVgjTUD1AMa9Tddj5Mnv+t58zxc8k8/6hmfwwpf8F64cNhwBdwThSIR7o3DURK60kU0Tjcu9CshabGp4V4DbAvlenwSfB8I1iI8A+0zIlkcEFuoVWlsOURQNFmTFWGj2Sn4o0cpAOj4n8DDKAX33KrQ5Rv/CiKweQa/tkP0h5DWMVxxdy2hz4G5SW9AzKNedGlenBZhLlRxAOAY9sPVedlB6RAxZUx2ZLd1mcZRtTZlBZMpMV6qFaazmA3Udy0y19EapApZ4A3URelhQoPzzp0ZDdC68aoFYBwcot/wk6k15KgJcczaaairhZ/ECgZlejFDRfG8S85w0PVGc6p9gdc0rH/4jvuh9/zHf9j9/jFee3e8aJMu6kZRg62L2EpDiFM1c0KQULRRGo3ZmJQQlZKVJlj9QVA1pCzUN2TpNm+dOI0YbxGV1ppqFe4oPFo3xmgkkVBPJB2c1niIXYRSfunvTKe58l0UY7RRnGC1wUUqhVaUpFmQnUZAmGg2qFAOzpzyXatWtzmNiMfxuPKfEh1heQwVt+Ky//f/wytf9sdmve3ihiFPQp/2CNQ63gdxTkPsy8TzR3R853EWu3lCulsLlkjlQncLBS3391JyfNEfPlHBJYTFKrKYwZbWU8KfoqkRT7CKmWEK2JstBqMFMjTnxqF6ipNsojZhPNq0d6u6eIpIYhp51F3mHx1zhd199bcElLqZAnw6V0V/Q6pXe2GFfLGwtZxhjZq/CaW6JWWk0EGsSbxw5DCMrVVptnRpdCBRvEpyWIAGXmBJJRBF6UXZSOJeGM+k4kyPOOaLXNUkbCueojsZlL6spblxKAa4DZ2g5N82CtXWoNC5axtxWoljYkHSWZBqN7KoUg8WcL0hNFJZmsviSEb9Qo19wAiGhJc9T4Wo1WDnUxUNIJPkEx3mOyRuVNrrw0BU5JU6TZnPJ80mnujVs9ICmWFMVrYn4uC/9Wj7ug/463/Mvv4Qv/rpvM9rSvoo/F7kduLBVZflXfj2U+fvdos+9g9IrHLaZGAa6qOxHSEHNkUsKKy1cGiOXgUtJOSqJjLIXGMTcyYII2c229mI2w+cdrKSny1u2rbBbt+yOYFz74G9ffApSUHVaRwx2caSClt5+yNAvAsWKTRd8UjUNneJofOMa7J3VdWNq9qV1LJOcJlen3OLOD2tzjiLAP/3Aj+HZ/68vMg2TP//9FS/l3T//w7l2fu7ogcBRtDTnVl3btOAyaJ3sME8Xc53uLxqHyUK1Xng6icLFQ8NogUsCl1be8AZk15pugY1dfqVOXV3QXr9gMf97ZGtFv7ZMoREyWHOm7kL2xgUkVmjJ1t1dBigDf+Vd3omv+87v4VV/9JqbNA3/J3pRnRFeuN2nke7F2Wzd+//fre//K08T5gnoOsCmQQ7WhmZyAu2BueKh0G6Q5sDRnxXIJZATzMF8dq6SojAcEPoT2F+B8WGbsKXGUm+DndXVHILYwqozF6FRzASj2Pn35L/4XnzP5zydz/rGr+AFL/ovHLfWLBwLnEjgSOC4NcThsA2su0DTBNgEdB3Qw0A5COjGEC8NJgiXWB2Hi+U+62ILSKWOeK0trk0bYXVeKJvCqh8Zmz1Dc8bIKSUIsgr2Mqw6pFujzcY0aQjaKNJ2aEyeeFts+FPFzVNgZ1vHkP7DJLPoFs+9qBZYk1UbF9fsVOMvaTH+yAJdqn9VRxDT13kjuoiqa1j+h5v755u2Rf0ZJjvdt6amARvkVPqlREVbT1ZvHDWo4nu1M3byZdgLWgzplhht6FnV+LWHDjMV9Lm/8RO87T2P43kf9k085T9+Nq88f8RqhE6g61EZ7d4JXts4HUrPEjllcs7o2UDYC9FLnLCFkExrGoOSghXjWgQdgof2CqU1yCRjZUzcRkSETguU3n9FZR0GQkjkWMjRnGVTbR6SOSvZtaMToqtAViWJ2bz2JVPGhIRI14x0bGhzIIyK7Iu5uI0BUprQMyVYHae1JqqNU6WG2R2BjtPA7bM/7CN5jye+Ix/8VZ/p71OYyjpaGxCA35GHilwW5DYItxXWm5GTPnNXF7gnDdyehUsqtBZQYWLwovbtXEsxyxTVWezWsGWFIUQ06OQ/9KY8j7pxaMJAL2tUjEKQPcuhFnoZSNqQS2tiFISi7eyp3TqElZVXP9Dz9T/yYv79sz6Rj3jac/jdV/+Rc/DTvHDFk46DTn7Eik/xvaMqmNhl0Mg2ZcIYidoZFS8GCB2ZlkMVNkUIRKLzJ9XdCJJGs98Lhm5kLG151ya2TcMpgRtlxWm5xFaP6EVIMqDRpvpK9tC1FZSrlLICvQPiNYSHUX3EixvPqcieDIz9TlIM3dAhONc5motGDVsh+gXXzliWFPP3bdwlowyGMFiUojuq1o54Lrg0jxeSckVtMqueyy4+kdPozgnSzFztys8muLNMhbazoRFiWRZ0Ay/8nd/khb/zEt7r+e/Aj//zLwcanvtvfsbDhqqrTb5Y/MjS9scPxFucnHrPaD47BwlizHTAtpj3elabXnTA0SicEDgpgSNHonq1A8vnfGQKgwo9gb0om1Zo455VucFZM3C6aZGDyDkd494rzT6jko0mVwW8wdKSzWZy9Eu0WKJoqamXxQpdzV74+lqLwaYglUmo7lVd7XenDASdp4FR0AOr2/7p3/gYvuwpn8YHfN0/4Ldf/b8mN5rtsDNk+bg2jT59rEtMg6NzFb9e4LdTOJs3DZPFIg7/ekkdMOvANVZA9dFWzlrg9ohedR//XUSCC2t1hQyDOezI6AJnz0EYPCm6oobaV3sLr8nn1GdDTKuBw6LQEXdGk53vo5GP+sD35b3e5S/yjK//V5M7x0Tj8N95Gb5bS6slpmCsTplIShcrzsWk8S2hWFq10+RLTiIcr+DKZWjvhHgXctg4rN0j7QF0h8hognMJd0G8gsjx/KtnkH1DePiYePZYwvkJ7AbK/pzcZwsd3YtRPvEJe1zD5sjc8KRHtscge64e3c6//dxn8KnPeRb/5SW/wHEn3NEGLolwWYQ7QuAwCHeshIM2cNQF2k1DWAXSsZBXgXTcoMeRsgqTMVFd5lFd15J1cksr2c9anx5HR5JDUZoeygNKLJn+0o5yfJ3xuGHk9UYJ0avQrJDDO5HNIQwr8nhi1I5NQ1kHu0bOH0SHDtIfO+0VD6VyvZxUpODc1na4H9UtyCOGPujgf8pU0Nu6X5gpLLULspiAL6qUKXyy7vGbG4ciaHEufh0cvEEzUhuS6lClc45DDUbllr5G3qxHRuZhQrXhDk5cnIwZdDpnJyMK7JrWsVoeO3V1yG437IiFu9dJEJ7+i98MAZ73t7+Bpzz/83jl8KDrTq2IlqlQNm2qhkIZRpt+p2xChuQGXSLuFO8aO7c7lqLkrKSsblRj2mDL9TJETnolSDH2SIYWpUVp1AxcSpnXn/2qYr++SzY1iA31lmH1U49UaEqmTZnVoLQxEkuw/LI+OwrPTPvGndbKYkPLOIeFJvF6K/mLPQLK4+64nf/wol/g9Tce9AwXTNO1BlkrXK/vpQUv0lkdFB8RNtfg5CG4cg6X+syBBjoRQjsjROYyWOM26ntizIZBFS3FR2RCqk37m7E3Hn3j0KyJdHbIa0Y1el6qMhShz8KgDalkSj5DS4NygJYVKj0lrmzSHQLKhq/54d8Gen7iKz+ND/vSb+B3X/3H/i66PqEpVpCGUiP/PGipcietEC85kYj0ORJzoSmdJTuvNqQw0MdAXwqHKXFYMpsidC4/Vg9q02D0HUUoEhmbwrbNPBIbHtYjHhlv5wZ3cq5X6CWSQk/OK4PQwh60R3PjTYEAl5DYUqKPlXIVLCuSo1GcJENUCwGr09xclfeeKFwTIYunMopz1qmF+ugq/ORv/qqODPyAXt6mPk3VahW5dI5xChGVkuQLMKg5N1mEthdrySG4wSZ1eXQdg85Wsa3ZKf7qH7yCj3zaV/Fjz/piXv0HD/HzP//rjshU731ZDJIctpsKoMrFvXVP/Hs9rOlSq6yjIYtboC/KkI2CEkJkVSKHRDYaWBelGxOHWkgibqsttoeC0AdYBaVrMpGeg1w4juccNpGmjeTNEWV7Qs7tlFaprJDOCmENYX4/wtY0NiUjufhBZhjulH6ri+IcQbw4ptq8BtcAFJvmi9aws+o/L3AA3VHHv/i7X8Df+q5P5tcefCms1VLRC6aXUap1jF1s3qhY5l297IoVCpUzXdOZ/RKUyanLqxC38pOaNbISC1g8iXDueoZNgDtauG+NnLVwI0I8QLjsa+wU0TVkP0aboWK6kNQmOHk0OmHp3K7VkQi2nr7bL7y782KFqB/RgzMNM1/3JZ/Hp3zJM/iN33rZTfSkZZO8bCYqN1kX9ZIs8rVuRinC9DlvCY2DJG8mY0VQG+hbZOhg7NwvIyGHvTWBa4FhheQWGTtYt/73FiQdAoQstGfQ7TY0Y0B5HEXO2es5ORdSUUOEJSGdD0TCiDYFaRVtOqSsuHRyBRHh+b/1y9y2jhyJcDXq1DichGA2qyuh6QJxHQiHgbASOAhIF4iNOdeEU6XsnYqxVziFcga6d/fsmsuZ50I6xHrbGa2gjNCdCRqVg/szfT+wH/bs124huz8m7COhFcJmgLFnHB8hNx16eIisNmhsTMOhwc52q+YuoFd2GW3NMJ4B1RuWND01DWmmvZa54Rdft+ruOPYGL9d1XAwFKrVRJ2qq0xLm66laQ1+U+dSVM3/tqVnxPTJdG7JA897KnjowqcOVqHNQqyy8SKcpkDcY0fV3Y3WEW4ybKzITayK0f0wpPP2XvxkVeN4HPZun/JfP45XDn9hbkJzylM1gACnWi7Y2PCtJKb1RjUqEHIWUhbBIAa8ZQ0XVXGGVma6KZagUz30QKUSUphQalCjLwF2djkRLZjedS+P5dRr8+wclezSSqOUYtBRazXQl06Zi1UcWiytJeUaGq/2q+h1Q2sXrm6a6xtZjpbGmSUv3317+23z1P/x0/sNLXshvvOblTkkydIFDz98dmTQPYPa1zU7YPBQ4fEi4tIOjUVkHtRT6aO5Os8lfpeDLRK3KntFU3aZysAA+gjEe3tTn0VOV5JCWTKHYm1sKWWCUQK8NQ24ZNDCQrbDWYKKvDCo7lLP5RY8d5A1f80P/DWTkJ575Wbznpz+d62en88SvUh0m2K2xKbi7JAmK5gA5UIJ1pPuSCCkj2qDryLCC/aqwQzgeAvtBOUywVvF9MQeVFYkkNWvWXRO40bQ8GE+4X+/mIZ7Aqd7Dng1JE7mce41vE0WVFaoNkrL5bUtnybLx0IVkyW+13vjUujML1DTM9J00ehEy+GZunb/t/vLZWnbV4GjAaNCxJkRWTu9qL9hgmvukW8HGbMXRWGaxsy9yC7vys6OYhac4x1zaYr5erdiBozq5CqgWE3zj4WRr5+VVPd5O+ZWX/y6/+JL/yRPf7jH8/C/8uk0m/FYwhpIbmVe6isxBXHozDH6LPXfvhDHBVsy7fdPBucBehSELpQipRJocWRU4KIW1FtbO8cwux01R2Yo1aRJNyF+pdBsZOVHl0qgcbCOlE/L6KsP6gJwGSj6z16vZWIERDdUzd4wO7fZQRssVGQfTQQyuj1CfMpZm5mmyAjm0RlLOjWqDOXuJCxaleoBXS1WBJrbEEPmfD/4htE7ZC3HhhuL0IW8GoNKTqw2j05OcozrZyhaj2Emuaall/r5tY4VCAxwF5IogdzZwZ2eX2C4alHywQjaXLegwtygHEC8b0lgMNSQLIi262iKpR/cj7AsMfjFxw5uD1oP0TqfXx1zNyvy7LehDtoTNju9Jb/sETg4P+e+/9VLXKulUN9VHa0Dd9Dcy0TmcDG770imNF/dHpZ+VN1Jo3aJPirOLjzZGvRwiDC0MnemuWoWTHg4UOQR6tw8+75CuocY3sPKMpgLtFtbjmi51qNxLCudkHoRSKJopZAh7Q45Ctu/jKc4mwF4RojlqdevIYckcA1cETgQuiXAYghlydIFmFQgbIRwYZUjWgeC5DWEUtIeUirms9GoFwt7CtrQ4o0EnnaUPbuwtjd5YS7bfi6CsH8qs8khXBpqTRBFFbxwQ+46mbQmr+2E9oP0WmhX5ICBdh8YWdq71aLyQz+GC7szGwztUTv1OOgUdPMRqdMcyX+9ZF1W9Tv1q3QF/5o77+OB3fh++9nnf5ahbWDQVcGGxL52UKtLwBk2DU3REJh2cTxIvOi7JovgMbyG0vTflKTXN23//4pPuatteIzckTON1jXpTknYVVQfTW05BomoDIWc9iM9DvuxXnoO0gee939fxlF94Kr+/fS269f3at5DWnlGVyCSGo0JfCkOBoS+2nYMNCGJxnUNRSo5uF14I0a3oRc1dyYXUUWsCdqZgNWCtlLNr94oqEgqtFj8jhU6CD1VN61DqkhdrGJpsruVBbXA7SmY99rTDQCwRSWXhREh10bGBqe5nul8T0JUNmqasjNI71TV5EnrmB1/4H7nn6hW+7zOexZ///I+0968zdEGPA3LD0b6sSA/yAITrQrcNnDwSubIVrmyV4xzYeKhdjJ6XIdAFpc1KrFmKySxpkwpZAjkGsgg5CtkDKEvzp5jjIDQWYpdNCFOKkmNmJDCKUTYGKaSYyZIooXcunWA+MSMqnR8SNZ0q8tU/8J/55Kf8Fe69eoVrZ6fMIwtPymtB1+62IRdSPdy7PZqQRpVRYacjKltykxjWiX0H59JwIg3nRI6CclCgC0Iblajm5Vs0MBLZhpazZs21ZsXD3M3D8jZc517OOWTQSMI89rVgMenauXDSHV8kmfA0dabtoKbBHthFH0YIO5DrJlCbJr+jOWBompGFWsxV2Ekbc22ihXDDDnSPDrdpUPULrsbjtVEzxMEEn52jGHnxvc1WyujkC6FmnfjWwLFQBdG2yaUM0Lqn96rAEXAYrMnrg+saFtPPiWuvLt6+OBnVyWf/5vCrW/O5PIo5ow7KkKEU4cBp0mOEoQQGd4RpU6ErhZUUVtlSwqujRF+UGIQYAiqtC78C6nZyIReOVFmLsN8XtjFz2tjkSIOiYYc0Iyorc9moCdGePKkyIOqHWDAKlVmXzhNDKdWuuF7C7g4hYUajygyJW9S6L9VRjVjqy9/CX2u8s7eoOlskSjVAqFZ2dUKZnf896owl1z441k4lTNNKqZfbOsBJhJMGPWiR4xVcWSH9CnZryEdIfx9wiK6sQWB1ZD/OaBRATR7mdugWyi7wI1dL1Z3vq+qWsfdLwY3+p4mXzmDBgrpx9fiEn/7O7+CrnvPtvOqP/niejtZ9NmV13zT9WaIG3q1ZsVQuWBjPA4MlX/zWf2S3thC30sCZIMMKGVdmFDEkNG6R1Q4uXTch9WFEhqumVam87o3JIaSDsHevhwpQrAROLjMOHUlPIfeUPBq1R/aW9dAES5hOXmyuN4hcITYHIHC0WXObFi5RuB04DMJREDYiNEFoVkLoAtoGSgmEXsyTQCyg0Y5zpQw2kBlGJSUYs9K7EdrgVBxFCa0Sok7RJBa4aqaJnbPfNnvl4Fqh7xPbG9YtSQy0ZLqDRDh6CPQ6DGcEWZHzVehvAw4p4xbNe0emW8/lqSLnmmOyBTkFNacmM2IYPQXXzg9xw416VGtcinLhjuOr/MzT/jU/+eL/zHf//PMgdF7sJUTyGyJi9Z4rTpu9qS+WJXJQ3aEmMKPc9AE1NHZh5fpW9ExAjliYrKwNddWw0H2paRqMYlrPkjhPY+PatQ4+iIkJjXm2d5/Qo5kK9vQXPwck8Lz3+Xqe8vyn8fvnD6NDg4wt5I0HxWaKjAwysg/KuSo7hZVh40aYWPR7ueZsiaWui+v+2gZiVkJSwujNg0/99zItFSdERGKrNAJlVCt71DIg8Sm7IpaS7Au2qe61jib0KjSqRMnEPBBTQxithpJVZVKYhpAxWebJkCdBkjROgxdBxmowE10vVX/2wi/89q/z1I/4BGvsesu1IAmyC5b6XmumMwgaaFphReRo33A8wjGFTTSWQxfwn1mIwfNPVTxMUhnVXaDEA+AwpCEHgc6oi6F90++KRx8AV5SShSbb4SiaSSGQ1GKNeon0EhmCkhisK8RoEgqefntoaELyBeyFik7x8/UXiDYVj24fufLGoTohVvtB70InIUgBGNHmlMKKFIW+jWyJnOeWUzqOWtgUYSWRLhRi6WEslLSm54DzeMRZuI0bcic35DZO9RI73bAvkZFM0oGsg4t5HBUoB44dbj1LofFwnWM7sfLeaR+OP4VmTnfW4oLhtQk2a/4Co3XVpfHDvPWXx9Noc2d/L7WQuQ7ldJ4ITaZmngAaLB1UYzEfeqlNhonStZ5Ekj1VO8x1WglGG4jRdhp44eTpuW0xO8OVQOcXkXZ2G/Y967Zd0DKq0F1d+HyzjkGca2k/063MtlgVD3NOsEnQN0oTIIdga68EhmzrtClKmy0JtitCcDu04I4SK2nI2iAaHQEKtsayWclptuHQ7fvCQ+3IKMncm0JBws4m4EGg6dAckdKgIfqEzkNqpkwCZzmWMvXoxo0saE4u4vX1dgHG9ElKZHLnUMw7W0Z/o4Zih6aszOVmchSzrz9zj8qkVzIqn09qBhdiV31/xA64zulrox+qftlJF01Qu26h7Uw0mzdwcIwcncBwCdnejujbouEI6dR0WunACpTtZch/BOMDqDxiU+19QrfFkZU807VCdnRM7ZyRPKMB6DQynqIsdD6j7rvjTiQIX/ut3zlB9BcMwyaUQha10oUP8HNv/n4yfcjyZ7j5827xJ3cQD4wGloP9e9q4nbQi7QDrHg4H5ECsecAdftpq6/eGrEYpNdjbzqRAR+hWJsoMbj4hwbnBTuWMzvduW2N3hsaK9SayIbIxRhRdEBqxKV8UCDHYZFYtzAos8Zba5jmCJqOHEWamwKtUE3NzNdWd7TSDaiUAueuQ0TZiUZqkNIPSaCHmQmyUcpCNsdKMSLODZovEc6QkJHWWrK3B0O1S3NElzBaSKi46Guw+K05JTa7NS8WyLpyipFpTiJlf/EVv/y5/5kkMaeTzn/v11hxWCE5vOvK52GQvEYY6Y/B/W0zZF4GHsvjv8xe8+PVvZvS9pT9h8Wflf4LMZiP1962DnakBsKBLCdUgwpELybOtdu0YyrLp8q85Kk9/8beiJfBLT/lGHtqd8W0veQHf+uL/ZD9XCYZ490LaK0OjBtyyyJ6bYjf8bprYakIjdofGYCxEqcYBWQnZaoLixhxZ3XHJIqbNYKo1N6bgQ+6VD2WKWP5X9nVTl0JVitW9N6egL6FyN+hp3cGqmgJEQcT3gVaU181lNM41m9bBUuGuK7fzHZ/xZfzYr/zcdDfQ++ubBQYm1ydJIL0QiiELa4U1ykqUzuNouqC0Kotwb/v980KBNwHVwRysShCKCFGCzRb/NO1YYx4pHg3eqHUtSQPJ81C30rBjRa9CmoQq5sBge31lrkK4iDaAenhTiGHmFYtD1rKYmAsTzKnVUqtO3ur0rVTDIsseKCmQU8OgkUGVHQ1nbcs6NKxLpCvREjmTiR1zOWHgTrb6WHYcc66X2bFmX4Qh2d5LZIom88fNnYu39i443jsPujWngSo208Z/H2ZqiA4LbDpYkU2c3Somzmn9/No0DDMvXTrf+HWjr8wGFp1E5XZ2BG8+IuTW+NZSZmFz/X4avSlRz3uofZ1Pn/MaslmuKWnhsiPzpZNbGI6hXIbtCrZn/OO//Rd5tye9HV/4zO+aROL1/bT3sPEiyDfgguctN/M4brGnKQbvdglWg/dME/ofkBgJYgdSI/abBoVWhCjR3FREKcEahyStOZNV3qrTcyIBjTZVuLJTLjFwpgN9UFJbnX/OzNoXd4tJjVsp2jqy9OQqMK5oVlm8xouU0TQadafa3xE8mKbMGhRxpy48/McLJhlxZxq/mMTjZcQQKq16Gp0hdROeeVEyqmkT6reJJvjnIJjz2Bjm6WFQE0JvWqQ1lyTGDbo7RPIV2NyOrO9Euscgu7dF9ABdFaQTc0I7V7hxCOMBxBOQ11gHmPfuNFVzMLzKk+BMoWINxQUORbVfFW/aZ43GLIKe/0zWlQu3GJ3d1W/q2W6qtN5I4WX9gr5ZQrf/fz6SD6HcYZbCbOxcaze2blqF20/h5Bweu7XJahuR+zeIbpF2Z65BYSH/qkwataUiLsDPTYOmK5BGwjggZETX5jKnPZQdIqemcTnoCHHkiY+5j1wKR2vhJDaciHAQigdSCUEDQS2srS3Q7cVcWDLmJlMLoqIuUMweRK0kFTNDqMyGYh73jdi01MSj1ihkbxxiUJP7Zch9YZMy+1BYbROlGUDPiDERww5trlHa66hYvovsBEkmRBdtHfUNiDQgHRr8XqA1amMZIfeQ97A3C3Ed0xyqmBd0uDo+rjSrKJO7TD8ko5zhwyOzA5zNNosb9VeK3wV6khd47rKmakMykcX3FCYHoOkpb6yBeAvbGP+fnsmCVZBDgZUX0D2LegOjT9e9UXVl2vgw8cibsbI4m+q5vDi7qoYhO+RVlC/7le/mx1/237lvcy8/+JTP4of+56/xSD9OA2AdC+NW6Rtl20AfYchCSt7gTLILs1WtEoIo0ImyjspRq9NpmmoZqELS4Aw5M8hRTVMB3AZFYyQm025v/EDMguU9BCFgKeu17wUTTFuau9r8IhqNiuK1UCzQJrRb1EzSesK674dBUVqkBBuEaG0g5nyep37Ex/PK1/0xn/M9z3YIxSm4arRFc49zzZ7YzxoJrBplEzPrRllrYRVgHcVY5N6pq87h4KjZzbZiaEsrNq8uIlZ3R3MfbVBLlX4Tn0fdOIQ02guixd14rHnoVTjXyBkdW9YMpSGNxYfpA+qBYZbPEN05aXRkPfAvPulDuf+RG/zRAw850ewmX3a1YCqV4BVZhUj9YKl0F63e6xnGgDYjuhdS05CK0pfCrim0AVoa2hJpSiEmK7JKvoskT6TPj2EQYRB7P4fZ9dLU/iWiqbGuWitUeo7KqQvHG0957s0+FgEckdBzF5l5krRmK/i19Sa2+uQ35pJTF51nNxgjPpgjiJybeE3TgnrkxSA2SVapdnQ1cbq+bsuITrxDboHOch2Cd9ghu2rPebBl5QKo5NZkeUaBpAGOoL8X8t1wJnD+Oj7myX+Vp33N9/Pyl716imq3iXqZEAephSs6w89Tv3DrNg4FExY2Y6HrhXYl0FhRAIGuCUjMBA99aqrLAw0hCFmVHAoxFNrQ0DYtWQrFKWeSjB8tRM8TDJyIcKkMPFJ6tjHSrx2dSKOnSEcr2Ad36Bpau3C1unalqWmYsj2ol4Tv7TI4DbCZQy/xyWylKJdZIE0RPuV9P4YHTx9he7bzy8icuSQ0rtgyBahcuKCsYWAsbvnr+S1lLgrMpjjCQUs4iNYEJ/f+z8U1NS3SHEI5Rvsj5PQArt2OdHcgx/ci3dsi8R6Dgw8xFygx/qiuD2G8A5p7QI7R9Q521y1QL7j5dVbX5FQqRjGqBSymn/hxWhuOSiEyrvYnf/T/w6te8yczDfN/k9VQ2/3Ky8Xb6sl6sSIKGvw7zPQ/Y/h5cOIt3nRPT4iGTDUHhhAdtshtnYVolh65r4eTAe5QJAYkBOSG54u015yapXNxmtaoBlIw8KqyNksJJA4omBMZZe8N9pmd1/0AaQtpRxDh3R//GL7l730s3/Bz389qlekidBJoorgNpBATxCI0yYDxtqhRGzLkXHx561STJVycaPFYM2qONfZV3Fgdk2t+odfQtmpcw9FkazJaycQyEstASkany81gibkiZA3kLA5E+37v6jquloiyKM4dmcwDpISmPCMOE9qw4MlP6z94QORMqTOjDdyqPExoNtUtkRmou2BHywKIFhf1ilzcM6EOFpn/WbfWFHp2U4L0W1PzcGl+XTQHpK8W2rIIJgtmx904u8DdLS1E181M8Nohz4685tixeEHrtZxdL58KhMRvbl/Gb8orgc9itR7RZus2x6CMJAp7Ec6CcFqUdVLLgw8mOo5ZbCmV4oPmTAjCKsBBVC75NZJ9OJ2CsVOCFkKCIIVGi6MUQheFdWumBDIaCt7VMDwV1kmMmqTWFAxByNFcEM9D4bQJnDXCrhMSkdwFSnJUPlhFbqi8J68LzvBQQ/AHfH9kN9ZoJn0gwXCAVdfx23/0e5TWDYA8NwjX69IaPZ8DIayEWCwjeKPKShNtUEJTaGlYCaxEaAoUDRQxVpCOwd7SJJwrjCHQRqdCh4iEQBvMPKQr1oi8qc+jD4Ar4kJCu0DHIGwFThGul5YbHHAmG4bSklNGU3T6jttGVGu00BhVwH+BT/ygv8x7ffZXcTq4KFgXk1BRm5iODSJhdu3M3lbVxa7mTSxZjB6VMqUfSdH9gDUy5j0xFmKbiaLE3BGKEHKEsUPLAYWrUx2cme2uJwOJ3KBphQ4jmrYog029mp0nw678oCqWyivJm4YV6KFxRrnmmzFBiVNOgeAHdi3ytfdDcHTXltEN6juEvYdWnU0THDtwbbSgxSefwdITZxcA8YIjTqgNbvkqElFpXYciLpDzlOpSXZ86NLR2oKTkIiEv9nSF5qsg98F4D2x3fMz73cOTnngf/+1FL7OUyVK8Xqwe/X6JLK1YdaZkyC1+0KfQeOZGphuseaAxpAFH0cJK/K0IRBXaVmhDmLJhZLLtbO1zSYSSKNkDcghOG2ooRNYEThQOV8LpqmHXtuS4Qvc9xD3E0ZyRgkC/d4qDaY0kFeMqj8X3j2tYcpxMgeY9VYXSeaawaXCEYvJrBYF3fbsn8Xkf8o948lf/E/ZjsWlWnJEGo56ZFbBkb0bVAnsoyRKwPZHTxNYRaVxf4fC7SEe4FGF1GZEryHAFzhqUR6AbQDaonhgdkg52V2C/NnvW2r8v0lTFf0VpsKwAvdMS3vPvO5oYfOLrYuVYJgqAhRY6j6oKPrUiMw1I75NZy6X5e3/zg3m/93xP3v/vfbzbHi+oYeB78Y01DX42LDlNtaKcFBH1cq8X2ZK+cWvvH3BLyGaNtIdw6TJcbuDegIwD5B55Qg/HA3LZKQUlIg9GQ6bSQ55ovIPhBLKdtSUoo4O0o7uLao6kcuiTTbU1mFvor6Flh6YBKWdmdUTiq5/8aXzHi/4DP/U7P8ltq8yqMQOEJlSGlPGhG9SahqS0o3GxNcOQDUFNpUxGISOQRCmUi5aQS+aJ1v9vvvaTb8Ci18YbhzYU2lBodCCWPTKeG0FYRnfHjG6RHtFBHHEssHFyd+N0lHHBiy9mtaq5N5vilBaNg87oWZ74D7Rty9s/7s/wO69+hd9ZAZHIR773k3ngkWseFhpmCx0v+i/I2KamoXZSMjcNNYy00nLFC4Hq/Deh2FULWJsSmRskkbeI7fBoHzlm3u/nYeYB1WYu2OGmq4XNdU3srY6MeDBl8uahuv+MF5tCm4l48za6PkKC1Sq1AcRH/LGuJSGvhLEVtp2wHZS9KAOmRbUfxaxX0dkJCOqPqsQiFwAok73Yuomt6R+aYntlaQoT3RhGQpjz2ILlOKyyOTSNjuSNoozm3s3YCmkllMNoL1kqljyfHbJZWpLXO9QXrlCtZXWmLnmda6Y+8WL+VSOOvBiCLpVhE52BvhJzZeuNcrUelVbdntlDFGehSF3YguRA0OAuVDCIsQYKgZYWCS0hREoI1qiReTMkDo++cRhLpDjtaPAu8nqIPELLI3rM9XSJra7ps1oHmRuKtKjsfcopVvjGjfnOs5umAdfOdyiNvfjB1WK4a1F1C6rT8lqsVkymvpGVikGiRCWUSNmPaIrkMiJFCSER2oEQe4KsEDqkdDYZKXsKD6FsfPgiU9MwUdiSoEMDw9omYtIbRSQkRNbAwQytutgHOg/oOrA/cgB6iJRjVK97I9EbiqB7R2UK6JkVVjDzwyX7l1779HfvDUsNH6m0J88RLLUxqAF7brUa9i4lUAuPc9rSvAbDgqtX3LHBKTDq/PWaElkt09IRoneC3oUOB7C7wVP//l/jqf/sB3jZy19tTk0s0kU1TBeFqtmmiYeqzFyMwJuxpv/vPVJcFxUIWOFQBndmaYRSAoNIbeescRqF2JnftbioShHLD1G/AKPYVFQsqIU8uk7B3vZNHtlopgtCbFZIPEA0o2lnF3/Y+R45g7xFKp0uu6vLJEqvBWyd/OnExTQKQztf8CJGGxITWk2fJIU/d9+f4dUPvpaX/snvWZhbcD/4srfID7FpywWqA+Y0YedfY0WhzPkroTkkSGNLc6XETSRePSIePYEg74SM7wQ3rpLLr5KbV1HKgGpLbg49cKuzpuT8OhpeA3qPZbuduj293506TTQbZNygZwH20dx+fHKn3rzV2sS0D65XqheWf5xxckd3fzOY/8rxCb/5Oy/jta+7f6YaTogEUxaDSFisfy6gFpN7zCSfLiyZuhMaUVGRtxDEQY4jHBwgB8fIvZfhqhLuO0N6S30OVyKy7ghEhIYgDQFBSEjzJ2hu0dJR0hV0PLbQs3aNHrfksVByQc8bY4e6vl0zqDsc6SBoKtZkpzMop0gYOGhaXvbA77DqBtYCXRtoBVoV2iyssphmaVRWo9JkdSmMfc9UlEFhVwxZLKWYsUZ1EvMm1ttrD8Nyjarae1m8idSmoG2whPUuIq0QmkDYKPEgEcIWCWeUZktpOrRdkbpDytCQ6CjaUMqB2aOHFdqO0PTQDjBkc9AZ3Wp7PIfhDPpz6HtIo+1b9Unq5HYWfd01fO+XPZun/JX34ZOe/RX8wH/+WUTgX33GF/Ne7/gX+eDP/2wfSnjTUJYQw7QKJpv1WWm96J2bSrPhIkThSEPNr9NKcVyGxdWaKr6VOStdwl6gJCaAHmuF7U5J4gVrTH5mB3c/rC9WgnTudFivpcS/SGZhTlHzH/xrjp2zKmTWfeFrp8kedGt3RN4Ehha2HZxLYFcKvcvYpLoOe7MTFihbpaxJcStWlcn6X/3OqjrlCIRSc8OsWFYf1AUx9EVDsWywWOjEsn8GVQZRRneRHaOQWqGsBD1y9GwolpI+JmsiqpvJaHofUvaC31+fhQNY1Wgaah2hbXjSfffxYe/x3nzhD30ThOC242WmkQVfpy1OyxSawdhh66J0IdIEdzXWMGeHiovi1YTRQcNk1ZuckliIBOkIYY2EiAah6GA7uPwpIg69WjE9hsB5EK6FwAMh8no94oF8F9fTvexKx6DXSGX0N9udcmjQsgEOIR+6+LlBC7zq9Q/z6R/6fjzte37Y5yzO8y7FYVO3f3TxiWoxTnTyNzFVykOabBxVCqUtSAkWdpnNd7qEjIyB0DbQjUi3sTcw91bEl/sp+QpSjpwjdhP9b1RIAc2dCaMx9xdjr8cpa8K/qS0c52XaZltPWgJb+sVCdfQMyrmFn8vKm4fBpypWwJlFWbKivzlEV5cM5iqt+eWPexhb4+zW3UOckkCtJm1cBNiDjHOwTimLX7a+42Ehym688amNQudc+nFGMjhGuYzoyn6W4WFECq973f3efdUGxjaZSnWRcfeGyd9Tpt03SwNvzUej+CBBZgpftjUprRAb40DLlNroaZU52RRUBA1CDg2ltFAyIYoNKBpndybXFUwCNUWkJ7InlpYwrpDUGDUp17yOwdZ8P8LQwzjMeRtZfIJdaTBhumBn28/iYWgWkiUhQSjuklv1MXbav8ef/Qv8i4//Aj7r+75y9v1Gne6QpxGpaplChmbXNJDYIHGNiB12IQqyWRM3V4i6IgahXRVWRy3rS7fTHb0dTXgCId1HOVwzHrw944EwpFP6HvqyZgyZvB5Q6WHobQCxugvN9yLZj7wKEHhIuuYW0jH0KySt0LJ2lM+tn3Veu3NFU40JFt7dtfi/WTvCkiK4mOhN65yb1vvNnA2dmwZvIHQqO5lQh7mhm/MAbulnE5HDNXJ4iFw6RE5GwtGpOQulQlhFQmvNQiiRUAJRFdFEkBt2KUo0z/iSyLpFCWhszTs+m4c8Sey4qiZYqbjgV2HM6DhYGGDu+cy/8WFc2Rzx+4+8khgyTQieemtCxagymdVFz1QMVSKkczJrUl9BatSk4s3AhcG6v4tTjeHBivVdR+YKSdsa5OVIXAuyLqbLkJ7CSGlaStuQY0uJ6jT1BmWF4SPBqcKD/bNyjtSMTMh70zakwdGGm/IaaoGnAIHbL93Gh773+/H3n/V0nvPUL+b93+29uPPKVR5/19188Od+Jq956GGm+OalCcrNKBr1RamImf8zME1np+1WByx1G3qRa3XCTciFLrbPWxHioHdairJVvmYQoKMrhhu1Ir4F1gmthibVXam4negw1AVqo+ml4Dz5eVKCnfulNYSunCBNa0NMzvhzd90DwHC6Q1cjHDbIKqDrjnwy0neZGwLXRNiMsBoLm2I6n0bNBTkW1wuhjKmwdwOAdbH6MZsiiewa1+BNY/Bloo2YhkKUXmGdoEmFtgQOqs4AhXYghGwWrE7zKQlyMQpxDEJsoT0cCOOZobn70SiupZ2HrOMW+hEZkxX6wYfbo5MYpfHBkjf+a+FJj3scP/VpX8K3/MJP8CP/4z/b0LCaXy4NwsQcFaUIIQldhk2GkywcRjWaVxRGhLEY4gJm+ACuiwjQRNOl5OqwFKGsIm3X0oSGGIRckmnn34wa61E3DmfRoMI+BK53ax4SeL1GXlfu5cH8ZznNt7PL54xlpBRP5hT3ytIV6LFRCTQi9CaUFOHDv+L7+LVv+FSe+7Mv5BWvuR/FRHKlbCGc2p6vhWfxhM1JtFO8M81TE01RZGe8al0b1UdzMl98iW472UyFj0FMnTtGgGqLlD8/8e+1LOrpyWEgIWz9ADy2nzHgN8lgb0UtqMNgBbiLZUycvDUOdTlFdWeiZjlFpfczzxR9GhokuL9yVZ9JNqx83ZrIpXTmRT6KLdzULDieEYIrdmtMofbmroHz4Yui42jQ/1g81blebsF0LRU1KT41xxOlS0KLZz7oxoumM6NQlYe8mF4Iwam/xhJmq6TU+sQ502HhIXMrPjnatNr8sYWIEoqJG6UYVSlWRweqDgdLlcY9pRGjiGlLyBZoQynT9KFEKC4CM2q7FSGU3q0rE+wbK8rHMot5NcEwGt1gTDYluZBUzARDX3iV/RKXkK15rehByO5dt7A5DPDkd31vfvIlP8+P/Przp0wHtCAlOQ1KPf3VpzT1eziyJdohzaFPQ8z3vjnpaE+u0LFmRWTTwPFmw8nqPjare+jiib2u7UB/94b9wRW2acXpHq7vV5zte8b8CLnfU/rBfv/4J2i4y5AFvBhrZ/0ajWdh9Mcm1NX9gpEu87TVNrplxSALYnBtEhZreWoOphd3+R8WzUatdeQNPxR31NHyRuueidg3MTHesnwn5b4N4fI9yMkTaB5/O3Fzg6Z9mDZHona0ckgg0bAn9krcFtrzHWG3p9VzlEiODUPIjKGnz39IHq/S948n9YE8RrQXY11WJmgCHXdoPoN8BuMZ9Gdov+fvvfNf4VP/6kfwMd/zeTw8vo7HNIF1UFYl0BaIg9sFD1B6a0xyVmfoKKkRkgR2gzCg7CotCcCTN/yasi1U3TGjrf1plBrm81Ibky1pa8Wz1jO0K3Cc0KMtJa5IOZn0J3SUXUPZZQobVDo0HPm9sIP+ARjP0P0N2J1Dv0WHU0g7tL8Oww76LfSDuyhNP8qFswOEu267E4Cf/K8v4lX3fyEf9B5/mVf88Z/wT7/ma/iTBx9aaCn8THLRyVTkw0UEoYZXTBoHnc+dhrnpqNz16AXxuRXQskQyFvSkOqB6a3lkHepoHU6CrZteLXum9XCCVYZmnJurUglxi9fWrXe0xwrjYnRUrUOf6pyYO2eKeFZUUJ5w+9087xOfzVf+3HN58JGH4dKhNy2CtlA2kXGl7CLcKIXDrXCYhcNiTXRXoClCq6Y9ELEAuL3LOqNAE4yimItO10a9flQsWyoHC1IFYVTIWelKIJdAI2JBcXWeEpw67NalbVC6Ecs+GAuyz8iZIy+DIkOBXWfW+yW4C5LTlBTLJPPOXlNciJJmetjb3XM7P/VpT+Nb/utP8ez/8oOTcYBpQ51xUe+K4s5KWwhB6BKs1UKk16g5OaqgAUbEXNSc9lX3Z4zFcrda/3pBzL1xkylrY+RY7m8ilVKd1N+k51E3DjdCQhrYNoUHmsxrteG16ZAH8x3cSFfYJhjKjqTJudnJOZVx5u5qYwW0nLqBrfCHr9+xH0a65hjKdT8hj7wF27nXvNN+inNT1R13inmta/JpSBK0iicl+LCvVv2jHSS5RVOHjIr2PsEvKyuwSkKlQfQIyts4RWF5WI7Oc7hh/wwRlY27FiWQaxC39rLm4C5JZ0bXCqNxmus0RHo0GNJA48nV0hqq0GC837j27ATQUHe4B3M12abC2fUGuB4h1emnoxS5+CE/2gLNg0+Pei9Ymgl207H453sgWyUH5oiMHqOuEcvebtx1w+078wD6gHHOxzP+0jtseOy9V3nooWsXih5FEclmnzsRWxdjNXQuvkQuFlO32DO6N7L1x5a5nNVCYIoatUeDJcDmRj33w5oFRCx3KQYkdkTpXDRvXo2ahSzi05ViDYMqSQqjNqRhoKi7nvQK+52HCA5OoRuMTlebhrFqghYOJDLz6+3fPQ1aPfBNhlkoH+skK14M9Q7Cbtzb5xdDKyp1gCSTY5L5vhezsJt4yw1BVoT1EaE9IsSWNsL6SsP6tmMOwobj0nApR+5Y3cZt5W04Koes24F29RDlcmT3Ng+xE+GGHPNgXvGa3YbXvX7g/EZm2O9h3Fly6eYGui6TW5iIm77J/HtoGyHehfLQYoIvbkLgiM1ks9c5J3jwdFAD022Ppqnx/d8/MhdIlWpUhwP1e8OsY5iGB9Ms2rdO3UeuZ5r+61sGpzscdcRLK8LJmu4g0nTCikSrmTYX2tHdhho129Gx0BbTGHTT0EHZ0zOyY6s3GEtD7G/Q9weMw6oe7RetPatTzJBhSPZnzLzj3W/DT/yPF/Ky172S2+4wJ6MmGBWpKTVJFkpSUlKjhtc+3xR2k0woO30i1wgUf8uSMLWkxk3yTJIoaOPvo8hMo3Mkz/aNTGw39VZEQ6bERAkDhYGsPUUHlBENLRrsHFId7c+4tTtEd9DvIO1cLN7PydBVVX5hHcuFf32be+7jx7/62XzTj/wwQ8q8+OW/y4tf/rsLS/A0v9HVivkCa/3iU5kx0/cKy0px0RBPzYTOuUJxAQIuqR8XoJu3oke8EVCBzmljwSpu7YpbtC4HRfXMWCRut7qwGPWgWY0LLUv2j6/MBbMpNlF15m8+8V35nde+kq/5uedaB9wX6IoFoUUxV/pWGFrl/EA4T3C+h33VK/uvMjspWzPZq2lqowrrYsFmkw5+QmWl6vmtDifMc7EsLhK3cNVYabjFA+0EC00LlhAdi077ml4p5wmNxaWlgu6rl6x3NMkpd0SjbUtrw+g6SJrWuq3/J//5d+I3X/sHPPuXfnTWgNQPCXIBfZPsZab3hI2YZc06WA5G62CSmuR4/lGcMRDUDQ09UVqrni4q2mXKeqREs97VlIxWmf8UEYdrWEr0dRruzw2vLWvuH6/y8HjM6dizT+ckfYASt5SQXVjYTJeb/YlIWJl7CbfbQi0rTrcj7/tOT+J3fv+1Zm+qIOw9o6E4/ahysd2rOIsLDcv0MfZq2pul7mwqMbpvr0+wgyXzyZhsoYfoN0ryAu1+NDdWkJXbQdd+kGenbpyDnDlt48AanaSI3AD2Ji6OjbnBqJq7kj5snxO8e1e8wHONQtOg7aGn4Q7QZesWQ5o9tenRskWGbMVg3kGfYRfQQQw6G6L1D0P1FnMr2CltVqzJKPZ1FW8qclhMVJ1uUb2eZWV/lx3vypjdbLDXXLLOqdfDI0jJvNvb38lPfsen8OX/4nv5jd9+OW6SW7cGU3kz4cq1iJpF0uYeVW7pA38QIVJoS7YgFmlpS5kS6nMrtCGSsYnIKIWcBWJj5hMhosFs0VZZyCiDD61H9c1ditOhlCyFXQtnCfbDyNj35L5BxwCDBQqqjBC96M+uI6i+c+NydFipAGUCebQm6tSmTop5yke7YKTxqWejE+/1Rr/lA//Ce3O83nC633pwU/FGU2eKA5aLINFSNkUiUlpCtyLefkB7dEQXVxwk4fJR4Mqlhisr5UrJ3L4P3DVE7jjfcKSZFa+j3fwB2o0MWkjSccYJD8YjXnFwmZd2R/yJrrkxNOz6BxlToMid6FFED3wLjpaPpYPNMDSBjA1aHgflfKJiWNl67vqjamjQeWhW702DmVIjoyFBLAYEZWFbWer01hsn0enCnM7JMrUB8/tUL+9FsWUUUC7qIXQmPEkVhN7iT7htTXPHAc3JmsNj6CRzsBtYpZF2HFntMqFk2piJuRD2hZVmGhEOS+OyP2XPngHhBg+yT4nr2xVn+zvY9REdArnIxHCxiX20lMatIXPmqmT6OS2FoMXsHaPQRaUblTapH8mFNChlMKH7mMUMN2pshygDgaRK1kAKajzqYOhDqkirQuy8MegCGgIlyiQUNVmacZ1N+zMlPXj4VTERJCMlDOS4I+dAHgUt52hJaGi86S+o7q1J2F9D9RTSDdNBpS3kU28c9hNFr1owz+twwTJS+ObP/RJe8KJf44u//VsN2YaJ9nTBRV6Xfz+nrMtCsWNPvQcWjm2xWrIvtA3Bxd2VuiVeYTUL0TZVuzQXVfqm10e37rOPsAvuntda6CrugtVlaxo6F0731dykCkZ8MBhGz2BSS2AfVkgK5lhW7w2KMxWiMwXM7cxqocRZv501CX2ZM52C2+JTGBrlxlHhYFQOz5VLOS4irYobbakTSOy826uYZWqdtAOtFJ8lChrjzPHP2ZKRVchFyKMJoKVYgGpFbGtaXGyEdevOmZ4fpD3kURlLYV8GxtCSUqT0jR39Qz8j+g2uH+mMol1ab+LcxriMpnPDqL5o5nTo5+42LWqfBU1P1YMPx2CM8qC0nbBulYM2cJAKm6KsBtN1WOOgjEGJrnmzEWykBEEaQ/BEzKottwPaJUpnOkvz41Hy8KeocXhIOs7Likd0w+v1gPvLJR5Jd3Ga1+zKGYM+SJaHKDGh0TUAOTvtIkJMSBggHEK54gFpHeSRf/Q1P80Pf/mHs+9v8N0/9Uv24uveC6DiAO84T9EmVkCFcxvnePmUoy745E4SMUwQqLnY9GZvKS7PD9mchkJtA2s+wg3gipNLs1st7jye1N1fOLMZUz53bnnrE9qABvt5VJMVxU1C2gGNYptWetNCNBFt3Oa0GY2zijtajAUdMzIOyH6EncIuWWJhP6I7hX3Dh7/7u/HYO26bITBdUCFqSzpRJBanv72A0+KthfwLX/Q7vPSVr0Fja0VRueTcSIwaJcJH/M0n8bi7r1BqUBDmPvLUT/pQ/vnX/wDf8p3/3i4LCT5JNxH0jALdRN2YxkNlbhpu4dont+auE4KwGQqhD6ykMdqpBMZNgxysSCmjfaLsE2MWUtORQiZnpSRFU49oJrYjjTtPNSiDirmPooxR2K8Cp5vI6diyvS6M+0wZ9ub8MF53yttoRULMHjY1F+/qaI663alMAUre1gXnWPrPIDHPFIFW5ulUM+/Db//lH+Z93v4v8e3/4Mv5uG/+vLkuKMnQhlq/BkFWETlukFWH0BKGFc1qw+r2FUdXG05C5MpWuFta7mwarsSRK7FwRQeulGtc4fUcCHThnFZu0A579A9BukPSesvpauQx0nB8fJmXhvv4o3DMQ+0ppzkxXH0M5bCBA5fsDO7XUNM767B116HDIZRLRtUCC07UU2DnR3NNHKv/VD93LBTOCpzFuLMs1vm0DZdNsczvgSz7iOXFUhtuXUxs5z09BfLpQmR6C++d+qzaYzZhT8dDnAyFlVzjaLxBl09p8xnNfiTkQpMzcQtxFDoVWhEOa35CLozjQMpw1F5jF5JlhqpyVhTS7QzFJpJMU8kWUoPuklE1+9GHJ5XFWqw2LWYh2Q7QjIrsCzoqZSxGUSoG6DmBbX6XNE8yM/Vhbo5CjkpqnHahYiLIxgO8wF1mnEK4EpOZbWRqILVRtIN8pZAuCeOhkmImO5KgqaBDooQ9uspweYC2QVMLZUDHAR3PoGxdHLu1uyvvnFLqaIOUuUjXOpRb3CeiHB8c8vMv+W92Hyzvltp4LO08S5kaYzdJmhuK2ijIjAZSU6jDkvqRZ7R0eX+INxDtYqqOT9GnpgXemjoHHZ1ZMTawX1njpqNrF4L9N6JNmUaviVoxClOphA9foFFgbWFwqurhsMs7ORl1U0ekZKvPJM/MgFKt253z5NN99pYynobMeQtnRTkP1mhnoIRCaY3qV3xgVfzMjAS3zzCtbIy2DwliAWZRCC4kklzMCVgN4dPs2oWsjEUJWSnBao+ms9Y7BEMeikUHMSLsg7CNcN7CnsioK0o4cKqqa3/qeSxqrNVcxYsBpZ9qUBXfR5Ohj2v86iCJiqIZ1dWGGnX9Gj0rhEDTBJpGaBul0UBMELIN+AqBJMI2ZFIMtKJGpwwzUFkatdRsERua+36TCKEVQqvE5k3fF4+6cXgdwrVyiYe5m4fyHVzPB5yWln3uGfUaOVyjxN6aBmndWTWbriAUaPdoOEM4Mk53WqP5BMoxL3rZ/+Lvftl386Nf8YmQE9/1Uy80kS9uR1rc2qq4GLlCdBMHDy/iLVjG3ouF9+JE0lxA/OZj4by/ccqZoGQk7v3ztt60rCAkpxz1VvTH1ichpwZSS5qcKrRZo21Eui3aXIPmDI17aAY0umWZ6EzzoS6w0QR6+xHtE7odrFHYq6MLiYPS8rff5Z1pJU7OUu/8xLfloz7wvfnFF790/v2W/NELh8BNTQRL+NI+cdV1fMknfxTP+Prv42y7B1pU15ZHqGbP+S5/4Qn8nb/17vzXF73ci/xZBPqFX/7dfN+/e4FDnTrjajXlEe+EKwp0AXkoi5/1jUPat8rTNEIbhDaal7uoOa9IECRGm84fgkaDcWVrvm9j7khlIJPImsxnvZgEjKgmbhJPg8xWmOYo7LvIedexDR192zIGoeAI1DgawiDJqHtNmVA6XU7qavZIJUSGxRh24X1eL2+p4u/G+NfSuoOD2Pva555v+c8/wD//yM/x8Dad37Zs9BvxU0yOInLbini0JoYV7X7FOh5xcthxdSXcHgp3K9wzdlwZhaMoHAU4bjLH63MO5fWsusJG9qyHLd31bDxU2aPrPccHPZsDZby8YbxyJ8hltDsmDYV8aQMrQbVHh4T2iibPpUm4vfAeyjWn3YlZDOuBH/xuiVwRy0oRWoo99Y3srQvNr9y0nN9Y81454bzB2l/u3jf6fW52Wrp1t870tPGAFSPrcsrhsGctNzhOW9q8oyk9zWgNcCx29MYkrFRoETZq6e3rXMglkYsgck4XCjkEihyhumZXrqClYfAJt7H/BE3ie8f+mOub+kdpHdQbKyYpYRR3oDFHplx00sBVRk3tqattJO54ooKJlaOFY095pytrxHVVbWO9LheBdTCTvNXM/tGgaGseI/lASRss+4WMjr1rONTuqragh4MJXLuIbpN7zO+h7NHU27ouvd+z9ZssEnMXLl3qdsyiwoe/7wfwpCc8kd/74z+YLZunpjZPiMWEElRThFIuLPULz0QbrPSkxaBwQvBYnFfMCEXlddSBWf2COv9YbwEA3KN/Vm7vWRrkvEHH1s+sNZrSrE88t/UAs1YFdUoyFamJsO68nsje4IWFtW0xdyaKDUmLm3As3asoqCSjaxZzplNRa7JbpT+CPbD1SX/xLj6EMnkQl2IZSOIq+KxuLFBNHpdmUZWJVnQyk5K6/FwKqtmoveJGN5hbup3dyUTBo7sNj2q2rEMj7LvASEOWjpI6HwLVL1zt43EEOk1uVlIzfMTrpGlLyBsi/mGRobQw/5rMABqQTizmxte7usVqyQ4aCZNwvAhkDyjt/HwLxUJ261BJKuPVLcGlWchf38TnUX/Ka8plrnEf13g8p+V2tmVgX24wsifJ4FyzlacZb9z6K5kCsY3WQOTWAtTKwRxCpUb3efHL/5C/+/Tn8KPP/FTQzHf91M/N/svEmRM2Wa6VCX4y68qJbI4WMXtKt/is04rJarS+6oJBbpLd0iK4dZnbd0nv1os70yPEnXkVN3lCMbR+z+ACpa5F2xZtI9rtoX0EwjU0bIHBOvaxUn+Shw4l28i9uUnRj+h5hvPEXd0J7/L4t/Xo+MRnffRTuPu2y/zJ6x+cDs99P/DBH/fFvOz3Xj3be2nw879MBXqFiKdwGMEbo8aTnLWmufFxH/X+fOzfff8JplatPGxb/Ps+8UEf9TR+9xWvni8avXjIy2S5mheT2WKWncQF6rH4+bi5aLp1q5+1+7p3wezfDDLHTqcmeuCOmn2iRNfOR8hhmoikXEglTdKDEKxQlyDWXxahoIwi7CRyph1bWdMTGVWcdpk9EM1P0OCTjbi4hKtB/GQVXBs45r/XeRBetx1+sKgfZnMYE/Naq3VGzVapdJyJli+EVpCDhniyprl0RNdt2IwbLumG29Ytd4tytybuEbhLM0ejBfqsOuEgFg5lxyo8TBcLqzyy3g20iE3Oyghtot0kmmN4GzngocuXOesO2B6vOBtht4YcRkjnlsOyFegDZBP4U3pDFeTUaHdkD28LHvgTPFfCHaeC81k9r0ErVWiyZ/VnybHWsFjrFyoifz0XySXT/6n7dfn3S9cmmb+WXviGt/LWmZ6r5W5OzrZsdte5sj1lFXYchmvEsifqYNNT/5XiALEvdLtAOwqbDKukHIyKpAEtiSYUDuI5sdnStMKq6xnH22lTJI2NGXslKOPeaTo3IJ0jZURC5uTgAJWBRo0S0Kn9ac6EMAJ7K56KFqcMWTBVrbFzNVlp1LQNUWziF2ojbjxrdcCqrH1S3sp0qecAoVHkijnaaKjGIIUchLSC/grsr8DuEgynmXE/UG6cUfKA5hHCHl0nE08XQVtrknUs0D9sCMN43TxqXd+glb89hTLWO7cOf4zu83fe7wP49i95Jp/w5Z/LS//gZZ5nkm46x8usk5gjeud1Xc+l+vg5IdN5JfP9P+UyzB83UfiCn7vr2dVQaiWpzvEucvF7vRU8cqmBrjEN5CMRhsbpMmbNPVl67TxbQJIHbHpQpGZz9mkaaFp005rOJ/nIeqzZPsWaTHV9WjELsaPVhr/7Lh/Ab/3J/5roriYUGO3zzlZGm26hdEq/ErYBzjrYxUIaFUkW3hZinu6K4kNMRUhFbb2Lo3Wt5zc0eIaKOTIVCQTc5lWNcitFHA1UMxt0i/3QVGG+siuwzzaTHVD2EfYt7NeRIaxI45pSVguzFjyrwuiplik2+n0XzcVPkjFYSrE8peq+kR3lWZrxUXvuhUtYI0Z4WYllOWSxPmRUa3A8ILVRu9PNtDMwqmksVT2YUsUsaZswxaOFDCGZUJqkhrwjs07oTXgedePw2vR4TvXtOA/3sFPo9Zykg3WE0qFy5C/tGsJmnjjIoUEk2lsactpAXlnATNkBNzzMLPPil7+Kj/rSb+IF//KLeNX9D/CCl/6WcaylNgo1cGnmwqvWMIziwWK+MYr515o6VadCqSZWW3iM8cHNechUJxpGJAxoc26CEjGaFfE6xHNbOJ1aIRW8hYvBhNIBCC0qXkmlEcad/Z55MNrRUPzmqqm5vTUOg7g+Qbn34ITHnlzl4LDlW7/o09juBvreaBO/+4pX85H/4MvYbrdzxoK6pzJhtoDS4IOimwtzvJBv5uCRC4IeK0C+/9/9LN//Qz87FYmWPiyemKu+dIpvwnqQ66KAWYo8dXFjxLmJqDa7NzthIAuh9K07Jlq5Q2Cjvg6jkjsYu8AQA1kFKZlQGpoSkAR5H2j2BqEar1MZ3NkgqtBIsHXX+AWqgSTKXoWzFDjtO7b5gL43Lqfmui8sj8R6ZB9LdC68FHHLWFm8536huwekIpZ8XvcJZvlo41aZaEwQ5uT2qn9M/v7VbVlqc2LcbGkDsg7ETUt7sGFzdMLhwTGXZcOdqeHuPHBfGbg7Fe4cAreVkXYsSBOt+Auwjj0tVTCbabVA6GY7wb4Q+sS6L9y267hvuI+H1y3X2shDHdwIMOZzynCKbhN6tkb3ebaq1S3INTSem1Wl7t0RzP9o8sO92OCgqRM3s52VugbcTe2CTf2iWjIq0ZJTOjfIciFNuqqCvNCcEPKKYCyRuWUTItOft4RS6SgFjsqejZxzmE7ppGcTB6IUgrum2BGvxNHYoE0yQWPMlqwa3XFFpdCGkRyUdRPYNGeM7Yp1c42kShyPiEVIWZDUI2kPZYdoj2riY//a+/NR7/n+fOy3f471zFncatVtv51ScVHmu7B4WOYxRSt6Slz0k1EuDsOro1dl0tbH3b1pvG6udXiZ6/hRA2MJjCWSx0AZhHI+e/mbBWdBc/JJMh7ilsw9Ke3MPCG7KUhFGmpxOeU11KPC1tZHvK83Dc/4PJ7/ol80Jyhf3xeodFNCuq/TKtKdLKYWjcSySZbFC/kG0ITOCN7Sv7YEayC86ZgDRmd/j1v5HnlzHuk8oFM79Minyn0Dw5HDZMkyCNxlT8T+qT5EEg328azM9XLTwZEPvGjdnTFZQ5l7bzgKm03HpcNDnvvJX8523POlL/hmtDPxLV1BGxeMnbkRRVRYK2MH543wiArXUE4yHI52R0QsyC+6y19W0xmZotRMREIrtJ0QGo9FKIF1EDqxcM5GCn0BUqCPRoXK0WhQVTqZpRhI48P+YTSZ606VLYWtwnluONt27HXFmCJl73kvRIhrCxttR9Ox9dFCJzVOtDqRYk1ZwDfxiqIdd1+6zRwwxYdOeSGSrhklQeAwwG0BroC0BXnQTCrTuTGSNQt9sdlkaAuxERppLHke6IvSignKm2LxATG6TDFDIBIyRC1oMU2VvhlQ3KNuHB4s78Cu3E2vK0Z2JO3J9G4T2Zl8RRo0RnRVcZQVko8tp0Cv+6F07LZWpyCvBXk9hOvm8MDI+7zrO/CaBx7md171B6YVaGROoc1YQaRpwq3sDl1wh8WKW41e3Ibgm8YoJBPNQmZhqP3/DG3vONgNaP3wjWqbod2jrd9arU2SNfhhWANTspq2bK9zaEgqnsKZoBeb5FTnCmrzkGGA2w8u8S5PeBue+4yncna+QxX+3X94If/s2f/GibI2IbXiZBaZ1Xh4xWBke9z27gKvMzgL4gI04J+3RCRYTC2X8LMtdqOEWWOopTYBNdwtTOe7Vri7Trn9e+l0qSyLnmXzIW/4c9yCjxYLdEpZkRzJQekD7AT2RdFtITSBRgoMQj6HdKq0CYZozZ0Fd5qYUktjDg9FKVEZYmYX4EYbeDg3PHS945HTFef9mv40k7bZTcYULfFiU1aKrYUQfHm413mp3AqdX3Y/uCf0wR0rEGuGJjeX5O/tFMBoTcMH/YW/xrXTG1bE+xcREUIM5sO/icSjSHfUctitudIccUd7ibtXKx47DNyzHbhj6LltVK6MDQfSo43ZbAqRpgRWKsRxR9erHYhB0HXVz/h+2xc4z8gjHce73+O22xtuv3o3J8fwQA/7s+uU8dxNrYG8R9PoU9YB1XMPZVTQHVq2oOcgNyCc+hLNEEY0jm6vs5soHlL3T8Gh/ovLWGtYlVYangdJLIus5SHuFaeFv+mEZtiXtPfZNEN1K4v/nX/LW3frTM8d28xJucZGH+aonNNKZt1kYgxIEyldoAQlN5bfIyN0ydOaSyFWKr7YEGPVFKTL5HUh60MQeq7nQ0q4Srt/PDm1hH1E+lNkuIGka2g648/efSfP/gefzkc/+/P5rQdfyska2hRoUiB4BkTOWKK7y8iy1GyGsuDo+93XCTlCar1mZyF1ccagNjMdUJAJ3ZMq+sWXRG8DJUYlp8AwBnZnDdtmxS50jDc60nlLeaCj0KIhQhcNiT8tcJpgm9D9znJNhuvWNAznNtAqo9XgCHk0tFIr5ZC5efiI9/kAvv2Ln8nHf9nn8oJf/yU/K+oFmKfGd2qtlsOoGoHtHzELn2s6dAUR6voN04dOz8QHq82VuF25F7ypTquTu/d5VozyZhVHt/Rz7mGcMcAVNTH0LsJ5Z3qZXJAxoUO12OnhoLeQAzAkb9fA4E1CCFb7rBrYRNgGH5pkD/vLvN+ffzf+3ed9JQerNT/3P3+Nj/3+L2IfhnmwFOv0vJjey53M6KGcCUMUzhGuF8vhPBA4duv4Oh/2KNCpZx18WNJnoWQj3tQQxiZZThLRysQsdi70jdflGXIJFp5bdNIk1954VAuC6wv0KH0v9EkY9sH77EJOye89rx3retXgft4bh+WzN2FGWVYZp2biR3/9Jfyj931vnvP3P5VP+cGvs3XpFAMti1lpUEMbjkAuYfXvqaBbSCoMXvJFtXOnmW7bMjGOS3AgPUIOtjejBKKIpW+pEIsQU0Mc7f9fmFc9yudRNw6neg9DWZE0keU6mVOUnQeZbUA2aGjQZg/t3l7E0k3FruoeGc/d/H4P8QzkQVQfNoGWB828xzs8gef8+M/wmocfQY7cbDeYlSXVmnAev/nKtKmDTH9n4g8qJaPaF1cYtBZDIc4Up5hsKhv3dqCveuMRdqM1DV32Tr6m/Vi3qL3CrpjDQV/QXYJtQfrkgXE+/U3K1c2RB3C1HsQT3FNr5D3e8c/yb7/qC0k582Vf91y+8/t+Zp4cq+kv5mRFZg7qFG/OoklYTviXXOdaZMg88V8mNS8+7sLXcQTBtm3A44wWnvXViSfMiI9/nZkmtaRnLL78xIu5GP5WJ0638nF/fu7DAp98pdDQ58J+X9jLSMlKzIGuURgDeSfseoNI+2Jcz6RKKQY1DpIpOVHGTArK/kA4a1sePmh4ODc8eN5w7XRgf3ZK2g/kIaEunifvUe3d/Qt/XYMhZn4oSSgzwlOno8GnRU24yMfUeT3oxIt0DmwqdNLxrm/zjnzEX/6b/K13e1+e8vRPcr2Q2dCGVgirQNw0tIcN6+OOK4cdd7YtdyflnvM9j931PGbcc3t/xknKHObAGiU0AY0DmiO6N65u6DPNPtMk977vzExgWDVoUPOxTpm9jmyba+j5q1ivIkdh4HD3OJphQM5PYXXNRN6bMxsAUNzW+dzE5em679mtnVM6oMbOnV+M7CGK2vtUzqe1bhWN+6GbS9XUjflZpHNzgVeQzPtx3gJuO+jn21LrPNOZ5l1mDlA3UZ/eAp6T84c40jNW7FnlPa0oKw8wCkGohiXZYD2CKp1mIsLKWYGx9bUaBNkIYQ3tEXTtwLrb0g0P0yYlcpmQ14ShQ4YzZDhF0jmkPVc3d/PA9Uf41Zf/Jsd34IFzZoFUUmAsZrQx8Yo1+BDdEVd/m0ul860NbchtIKs7xhTjImuj6MqLhJXXHY4s4dapiKcBJ0H3YohCFsYxMuwju+sr9uWAfjhkvL4hb1fojdb3vSPpKHqjwNkIN7aw3UK/t5yGNEwW5Iddx48/85s4WK/50C/8pzxy/drssAeA8OHeNHzCM57KC170S3PVIsszvfj/K4szn4vUuUpZ0uV6XxhhuA3thS9bK5ug8zXhgmp12EZYzSRuEQ8oKwsAO7xldNKP9tkFWAWjud1WkEOs2G9W6MYHI2NBtq1RLUOEQ8XS1xQtwezxR2dxNMA62JB2tTJr6owhryXyfk96V77/s7+cz/zXX8tPvvSF7GNvX6+G8y1rLFmY2biWqGyFUQI7gWtFuCHKQYBLTr1p1QxBgsxDxiQwuii/z0JORudrE7RZkNGE0BqEIEbtja4DKt4YCBOIbsntJfjcy5LdkydZD6r0faDHJvpJCplMKRlNVq/ZHGfBpHBbbrtjM0pnZ7ZilCVfbg+en/Eh//Jr+d2v+Qae/tPfyYPn507Imd0J617QBqSr/jzquS3mGDUWQwIbH93Wyi1MqWN23YzeNCQRWt8PMQQ68wOkKYEmN0iyM07+NBuHva5IuqfodUp4AA03fLLQmcIrHHmRb8nJqnsvis/Qct1dHEb/lgrhDNpTG6eMuVKK+ZGf/xW+4ws/mV9+2e/wmw++yofPuvA4X8CUURdFjkztm8bGpzh+8gSjK03048qdrHxtUTRWCkJvirsDgU2LtiM0vSMY3sYOTi3aBTjLcF7M9myXLWlw78XcaFy6ddfwg1/zeXzgX32X/+3rOwwjn/yF38gP/eQLnTddp8RlogBVuHhGFuQihWsJ/04TSObiv+K3F+gR9W/EtAfLxNvpi9UC3sPflhxryV7nm2Wu+sRApq9c37eFDWvlp1LF6xfw6psunFu3EDrrnWLQGS+xiDASGIoyDoUxZnIvfsdaIbFrCudpZIfSa2bUwiDKXhJbyQwURlX6LJyVFafScS1EbhS4Tmafesb9uTcN2alK1fx5nC1tJ3nJfKkjxZqHWqTUYrZxnrWjZmRFXEukC8qCuDvEYbPmh7/gm3j7+/4Mr77/T3jK0z+JP3ztH1tj6fSkuAq0m4buoGNzsOLSesW9QXhMSNytW+4aE3cXuDdnbkuFk2wuOKGmVgfTD2i2aW+/j4xDIZRMiEokQor0G7OjC24NvE/KXnvy/jpy/XW0+8hKIjGtCeERuPJ6aHuUQzNnkNYahHLD3GaGve1bF40K44KvPdYxFjK6EM41DtM+vbBt5CYOykWkrwrRL6z9RS8+N9B1B9Z/WTbf9evFRQPOdE7c6s/h9hobOadjT5dHWpROgqebuqA4WA4KoRBE6aI1DF0US3tFzJQ1CLIWwgaaQ6WTkTFCe+26NSJ6SsgZGbM3DO4mlAdDfr2wlToi8cavZMGigqy4zWrNw/K4ndC66kLWCaURcivGECpKSZ7B0Pmg8tCcbiTIHIrpQmoUQ6gHsf41OTo5BsY+0p+19LphSIfkGweUXQvn0U1F3N2rZLiR4XyEsx3svHEY9+7Ylzhcdfz7Z34j+6HnoWsP81Nf8+0893k/xkPXH+HHX/h8AD7sr38A3/HF/5xPeMbn8oIX/eKclnvBbKSaBfCG67y+QLpY1yzoS/WZdIeLv5vuicU1URurqtWjwjQ+7Q55/r4+LJT2Zj7YW/gjLXrcwqUWjgT6NZyt4aFj5NgGrpoDjDeQbYPqCo6iIRNDgX1NuHfjh21BkmsmSvShCtBGLm0O+HdPfRaf/tyv4Uf++wusYYnNIn+kppB5gxaC2Qg36i5ZrjcoRie//0BYd4om5eDMaHdrhHUjlhbtAXFJZxb1PsP5AK0IK4zjn7PVRLm1RZSLn5KaJxOj7HoA8fT2UQu5CCkEBrLdtUXZFjgb4DTDdoSxGUkhu91EnHm5w95c2EqAIaOl6t2MEaI5mmA9NDP7Qguvv37KkBLv+jZvywte9RozLnBHfs1+DyRBzoAHxRAhBD3z0Fix3KhKxgjRHBeLoz3VNTkHYfANJAprybTRKJ8NkbXafbgx/3VKVlL6U6QqjbknlxsgD6N6wxoDWUFYQzyCeOxCJedSFvOJ1lRMgFZ29mJLtlcrnll6clDjZvuLPI626c3f2igy4qmH1fHC6lFfrOCUH58wWN62U5LKzHGsdAt8IS+cYyw51sJL2CT0QE3f3Y7uItCboHkQo0Pskg0gz0HPHHHY+oYcE/fddpWf+u6n8/ZPuG96/X71JS/j8e/x8ZydbecJC1VZL+ScGfuqxK86hYXTzTTFCXM65oJTzQV496Ypv3pHW62/prP5ovPKpBGZeKrzR6vWfAXx29GoGbo46Scq0vR1dZqGXnxmj/mZarG4dKbCKN/Spc+uVOTKNAkalaxqOnaFvSpjtqKWUNAW9kk518KOQq+FQTKDwLkIZ2R2FPZB2YbAaW45LYHzUdkmZZsSQ+7JOVNycVFvmfNoJc3FZqiCQCdG12m36OSyYBd1QRoX99d95QVUFzr+zT/9Kj74nf/6G/zuv/DbL+KdPuVD2A97NOs0MZUYCG2kWTVsDjoODw64tNlwe7viMZp4TArcUTJX6blchCMKx6psVGnVdUPBJ/cu8CuDoClyVoSxmKCu7ovQKCmaXoRBGXImMZLZQzkjnF8n6kMEOYSjhyE9iA57tD8zxzKO7RySrRWRQxU8e8DDFPBWQxZdeJ7dOSa7U0yd0N5cON1cCMGiAajNg//1zbSMm91hFh9mMwC5uJvF9rBe+Mhb+zkcHmale1rNNLlSFuwcCmKNgjm2DEirhLZwsBbaRjg49LO+jQyYSDl6Kmqrha4kUiq0+y3NtiGeP0zYnSH7BobXw/iAWZGW/UTttCA/o/lJCRQtJApbCYTgqEGN3HPxbwxGqZXW7FNphNA2lKjkoLP0p7W7phwpXAW5HKAz4wndOg3UJ7SaIQxhyuVJsTBGOO8C523DDdmwTWv2+xXjWWNuqudnaN6jeQujefrrjS3se7hxCv0eHQYb4JXCYdvx75/1jez7no/+0s8k5cQzP+lzePJ7/jXe+YnvyHv9hXflV3/7JXzrFzyLv/8VT+X5v/6L5tMv3jhoDSHTOcxq+SwhsskpbGHpukhOn7aELDeDzJ/LwihRPQxDF1cpRmmmi0hOc6ryZCfdvOHP9xb8hNsKekXRQwu1pXTQrOC4gzs62LRWj92/Q+93/uzod3HCXq8VVo+NGJ1nNF2hJl+xzQitcnRyyKZb8SP/4+fm7IwYrMmouT5NzTeIRhtrgc3o2lOdsnIKsG2Eh6O5Eh6Pio4exKzmKIj/f82CaKFIYFQ4l2A0oCKMuRB8ylKymKmIG1VWR2H1nIM6O8uufylF0NEZIyg5Wrr1WQmcaWQnK8YmUpzqQxrnhjzVAF2ZTAgMCWvm9apqdrliPHgttu8/84e/k+d+whfz0T9+zi+94r9bvRiDQR6VedED1y1XwsosscaCpdZQ0U7IjUV1jdGrMJfPqsy6qVGEPhQaYJDIAYWmwCpV+tabx+p41I1Dzmdo2UHoUZJNueMG2hO0uwzNoReNyahLOXl45M74xwUPTmqMb5fP7QALEfLGJ3pbPvYD/xpP+84f5CW//4dGVUINjixiPO6SF4WQHyL1DcbFZt5hmXvFIpreDxh1i0j1xa6t+9R3oBtPXYwWK677ZI3CTtGdIlu1pmELusuwV/7qk96e73rWZ3C4sfyHg82K7/+xn+dvf9zTfKKu3P/AI+SxxvxVQbHZ/+nkMLQYq0zuRyz+vfIH/U3Rig3WMeXi46uIeSpkim/iMC9wWHxMFbHV8XL974smZypUFsnSM0jmbYXrHyp9aZqo6vR3wETBYKIzlf/NhPTWPez7Os2KLgJri9s2m/h5UGXIxacSJkQaWthqYZutSegp7EPhjMINYCvmdX0elVOFXZ/pS2YYC8M+MZY9RQuf/QEfywf++fecmq6UEv/8x7+FX/u937QLowEJOqXQXihgly4OFXmrvWkWNMGKlh/41H/ByeaId/6cD6fvR2vc/W18/SMPULI3k+K2b8FcHGLXst6sOTk64OrBEbd3B9wdWx5bttzdK5eicCzKBqULhbYosSyaVk12yQ32J4zmbKNiLjYlzI1RFzPbxvzxC5k8JnOWKXt03IGeI+UU1nv04GF0vIbmHdw4R09bC08KvTlilDp5TqA9Qg/sEBnsXBP7o1o1JC5On5gZVey2aOYvcC70jaznm6auy4+70FjUDwqLQcDyTa3ngyz26a3/NOyJJRFUbVCs4jOEYunrHkIWJFscnyhtETqEla+BHGatYcgQR8i9EvYZ2SuyH5D9HvpzQ5RSgHRqFFmdk7+t4Z6TaY1+6SaUrmfIU+irEsQ+Vutx6PcOkyBafGlUtFun4HFaMXvg1ieLgxfDU1aCmO2iH/e5EVKr9AdCvwr0m4YhBvsUnxzaXbtD0xnau8/kbg/7AfoevGn49A//KN7vXd6dP3PPvfzx/a/jo5/2Wez6PaB84XO+GoDH3XUvP/uN/4ZP/JCP4mO/9LN4/ot/cZGtsES9bl6/N2UEvcFyX/79Yj/ITX938/K9GYWYyAc6DxGrwLROC6uGsdLH3ooah7hRytrc7nTbWKGqrk846dCDxo6KywFuVNSKWQPXgR46WDMYlRai1VgZd8WstZO/bst/hmC1XAzeOHjGhjSTmEub0Wrnovb9fcbSF+XMhc2PBGPlCEY37URsWDCVDLaWchF6rWYFNlSKqFuVBmKcG0lz1ZzZFGlhyFmXmMWUmD1yajxPT4WdRobcWS8WbBitw+AGAoY4a56dOpF+JlC4x7KiSJLFvWtDux94yS/Bwfj/5u6/w23Lqjpv/DPmWmvvE+69FaiCIoOiomIOGLrVRgxEWzHha0BFMSEYUII0YCwQEBAJAtqorWiTxCJoq20EbFulEQlCEYqCooqqe+vec87ee4U5x++PMeZcc5/C/lX5PO/73GL5XOty7jln773CnGN8xzfw+w/5eb71VT/DX1/5D55rUlkLq7O8UDeGsM8vYqB4HmK7E683Dtj6qXN0BN6EN2pTlkFhCp7PRKLNNFrhWAjjzTtuduOQpiP/RMl0DdLZlKE5hS73zHJVe9CVbczjAtIeomfR1Dt5S7CojcGEh+NogurYeUG9ghA4NwzQudAz+kKS8KTpfFaYF/u8KDvCYGm3EW3cPrEJJbwqi6nUzQNM/Bxd72AbFhuFQ5B1j+WkK3qUYJXQtTm4fuN9vpTHfd9DCCLc4Xa34YlP+03+5k1v86nJxLve/cGCOIrkonwWqeYPoZqL9dzdVIh/uSPzURcPVT0udZOh87eKlMK9pNnWN6j4AlG9rlavK8xUCtM2SKlZ7F9b91yeJ0FaqijP3siNTckHMDG3+vu2RoZjoVZ1A3X+Lvab1pqG1pNJDdFQJhKDJsZJSX0yRchCmLrAehE4JHIuJu8/hZUK54BzyeIEVyirMLFmzf1v92X847XvYOgHvu0z70/4FLjzydvzpff4bJ7yihcwjCMA97jtHfmDn3g23/wrj+LN7/1nEzu3OuultygvztXMjbQXKF94p3vxtZ/2HyDBve/xmbSh4SG/9EgOjlZuhJ3c0trdmXKBGlqCLAltQ7NsWO4tuPDEhVx24gS3393lsm7BZSFw+6hcOA7sjjbtXkqiEWjdV9oWzWgFz+Aruj8vTZhM5NUEC6n1ZPUuBhptGMdIHEcYJjdHgCSBpAvieKEHbK3QzQbtV+hH13C6Q7UrSeq2xiiwQcRHirLxoMbRwxzdLS7VE0Fm5BVH2HKGCVImPXbkwkm2n+HyT8caBanBglCFyx0vpnQOjJPypfP+WLYrc0ZyrjMpD3EiookmRJqQ6NqJBmURYDc07AQ4FbKJgHubJ0HPecFwOhEOE7JS0nUHpKMRPddYYOZaYfgwxLPmV9n0ZjkiwNJ5+p4omzQRJRhzAJt4JVGS6hxu3IjZHrYBaT1ciSyfyVbWijbqHhdVcSuNTTccmJHJtA2W5aU23FokVhcKm5PC2dt2HO0sONxfsBmVceiJN65JTKThHNqv0c2RWXoPEQ4sE0g2IzJFnvDt38N3P/A/c/lLX8zRes0r/+cb2AxrX69zPolw1Uev4St/9Nu57OJL+ad3va0AogUI0nnqV8IHpdp7YL65a2pdtkYtWJcjqVuTuWPZQ1L9Lq0CToOHlWUL7NBYQTto2f9yM2iUnPN3L7mlx26XGBNMm0C8cQdiZ1kdpxo41VnRH0e4aEKv9XPZOxtgR+ACgQuDAaBHwJG7K0XPy4qTC9EbmyLg51jSPHUgQFgaANtFp7i6MlkGbx58nzlw2tGoTIfCQRtQEZZJ6TzVu42wI+4KFEwEnJkICWGTLLw0RSVNqbyNVgOdOoPEqYaNO5sSkuUzYL1RK0qjiSa7Gi6UYRcOTyoHB8LhqqGnI+4rqYmoDugQjZ40+TgjLHxTjRBWRgvEEYswzpa02fa/m6yJ7Rp+951vZu/Sjhc/8Al8you/2c7NlB8/t1gNijbRrf7Vt1g7Jxa7YdOi1MHUKENjLJSACUNyZkUI6oZNBrj0zcCEheSZzWtrYvR/x2NxC6IfkqFygOpJW/Ti0jlo7rgjg6UthxtB9oATaFoCF4IcIXLWEDsmFxaOVjjGJeg+/+Gzbs8Xffo9eObr32BojOBc62Rjq1hz8KviOoSZ4+8NhXVlyZyRltEeliUGXTaGRGjrAuEUoW9gjflcrxSOgMMBXSWjJ22UR37LA/n6r/xiBPjUe9yZH3/yC7n66mu5/oaz/Ms73utrZJiRd9GCQNqj685IdhbnQqEWNdfuRFu2jZTvMc1H2EZ2ChQ0GWWLnNrrSc2AaPMxGg0pxYg4uWjrV7qri1FRcjHjD4oGFwvV73ObPkEe6+PXUfJeoOXf8kc/Xgidz9MGgLNdIHhaY9crkURSZUyRMUbGaJSHlIRJhT4IRws41wZunOBcgnMKB5NwVhKHCdZJyqTih+/1EH7sXt/B6fWNxJR4+zVXcvX113LD4Rke9Mwf4j3XfNBH9VakfuTgo/z3H38On/r4B3DIyorrYr2aB0Oe6J6hzNTweXf4DD710rtz+bf8OH/4v/6cdb/h7//1rTzjVb/JwWptFIoStJhbj7m5lKYjLC6gW+6xs1xy0YmOO+1eyl13drjjMnHbLnGbJnHx1LK3GVmOkUVSlmoNRJuC3VKTU/cah1TEeftNIsmGRlpCcOvBSY2/fW5CmpY0KtMQSb1ZJY/tyGYxsIobNn1P7PfR9QXQr2E1wZkePTwEvcE2yn6CcTCv88loSkrvSfFDMUQwmqM3CKlacwpq1FSuSVaM9tPA3e9yZ3b3dlgfriuqnhyr7rUqkqQqmnQW5Un1rJVr4si3Vj+r5/vTY4eERAhGNWhC2qLNa7J/l8bSkmUJzRK6hdEcGpHsok03WYBUHIwjHaPCUSStEtPhhmmdSP05dBDSqEbpSb1T47zJxqfVno8SCwNtXqPVudJRMygk5sYYIIjmuKXC99dspZuHdcGbHMPY0NELhpUSRkUH8RA3iGpFwBBgtRNYnwisLl6y3lkwLoVpNZHShDKgcZo1OsPaCh2fdv7HT/tMXva4X+KC/RNce/p6HvBjP8A7P/C+CuChUEfrW++a09dxzQ3XVUV9thmeaUZamt3/W1J53clWE4q8hafa214/xn/D/Mhs/Z6813ggWVBbO5o4h2vB7L95K2ikb+5x+xtbDqddVjsnWZ06ydQ2pGULJzs0bFBd20Tt3FlktYFNjw4DshvRvQSXqmnzjjo426LXLpFpx262pbkAWo0XuGB5sb1ot0A7d7JqOmgWBjoN2QAmGG01qa2ZKcKuIruCTMkCqEclnVEGgUMJXBeERRDGTqBTllFNc51jh3zEl6IypGjPn9rkrkNoRdjVaNIWXytTZmc7Uh8lMUiiT0o7tsZcS6aNOwxwYwenO+Fs03IYWoYgTN1E6iIpJPQwuQmmmLZj4WLykNB+dPttQcfeWDQxmVC6czFWpnDRQEy87bpr2Gt3oDsJu4M3JPkeTmU/0TaZqxxC6k0M3mANwbQrpIWZRwQNNL3SjiBNY/tBq4QWtFNSZw5vm9a0HAs1XG4xRlIS4scqM///HDe7cVCJPtIPPuPqjHs1eMc1tRDO+UZ8AP0BTGcqG7bBo+l99dQFaOcbnvndPvFh9+MZr/wz/vb974Vlg4zuH+1hccq4FTQjkn2b8+KRw9hcqLNQ2A2wh/1ZKtqlWcyiwQqQfjTLukPgMNjfjyZ0NUKvPOZhX89/uvdn8mmfdBce+wu/wXq94V3v/gDveNfVTt9Qr8+qKYHg4WvMqHle6FRdhZ+dkFzg5ZxZc6rywkPnUVItLyb/TauEThx5LFkL9c9l+kOapwBUTU62fYTC852pRHV/kgf1U5XHcNPJgJeU3oqoTyrSjFJLbo7y0cyUJU2OGWRh0vl5HLmFYZuUZrJRbUSZkppbkmLJmE1iTIGBwFETuLEJnJaGs0k4q8q5Bg5kYjPBONrPP/LTH8r33fMhfNXvfz8PuPN/ZEHHz7/hBbD2RSzJPE3ADAB+6+9fw7O/8wnc8bLb8a5z74NF3lfNN3onLGnoKCtFgu/70m/iJ77qYXzgox/m0b95OS9/45/MmpqYUyergtYnRD63QDCrt26xYHfnAi7YvZDLdne5y+IEnygmhL6NbjjFxMkQ2WlgJ8Jygp1RaUmECm22Z9LhzUZdN2KULpqISjLh29pyUjYxsVJho0ofIaWGYQlraTlqA4e0rIFxsyQNF6Kygn6AISKs0fEMMgYDDKbRz1WctTu5H2/CdqIuPlWQil6ifq9mcwNfk/7gT17HQ7/2Afzms57Kt37/I+dArWpp2ErsLpXaTAOcDQpz4dRUBgR+1NCRcF5P6/IhIdGIiZzb1ubsuVi3vlYt2XQHwo7Q7kC78LR2R8+ISjspaYJpJeiohD7BaiKtI9NhYtpMxF5IQ0BHsak4PZ961ztztzvcjq/5/Hvz0YPT1jikYD4BEZsuGDGpONilTMZ0Nxn1yWMIWpqHppr8qmsAVG0dNCacib5T8L1jreYJMM5p1GOCMQibVjjcg9WphqNLlqx3lgyNmJZnGLxIHNDhAIYBHXouXOzyHz79s7i4O8XlD3sUj3v+r/D6N/4VZ8+dY+OZQOU+PtY4SDjmtTHlp53ymcqAuKJhbTUf2yjQx56qJbdpjRnBru/ntBV8KMeek9mVKTc+kzcNbq2T44KVbUrhx8lx2WHD6a6jWe4QLzJjmqmDtEzosEH6NXq4htO9qYqHCZnUaTzH8p1c/5mzO8w8wwCQO5y8Db/7XT/Oi9/4Bsu7ahLaNA7qBDPM0GghpMksky002dfADW5R7wGhkwEcESvcj5rAmV0hLGDZJU4OltfSRClTO/VcB0mJyfyN6IP4s2nBZyOKm/MzqjCp0YVjskYj+bIs1RK6Bg6TcC4KB0NgNbb0UyCmRNKJFKKFNS0bMyrIe242E2lxoCl545Qc/HKTg4UHOy4woXqCu+9fxm/c91G85G1/bpT+4Fa5jE6nn61tdV+JO4FJhHEttn6p0gjoIsACUueajbIeCdkwtOmg7UxITXAH3mh2truOoycPyNu9hfffzW8c4mkf1y9s5C87hkYPI8TT5gndnEa5AdLGTF6GbKi7cLeDBuQUriQ1rlAYEWnRpqNrF7znI0dmrVZG/ZPdoI3pJzJrNPPJ/N3ZYtE0PmkQ2I3IDuh+gv3WmobMqvFode0FVg2ca9FzETmMyCbQDoknfNc3csdLLuK2F13IJ3/CHXnG817OD//lP/He91/j7y06ip7fQnBk3jeZFBCZZr5zLvILyjg5SOMNgwtbZ9Qwe2IfY6BlyoJI0XWII5zK4DSG/BMyf3/RIOQtbar4K7Woem435vIwr9zBaCCWZuTrfM23mEcVWoqWNE8YxEKy5qCrUBosskjav6blYsWbe4v+f370zqMMPv5Ek1m9oURvbIOPWkdVY8CJcKZTTiOcjcpBgsMWVq0yjkIU5Qc/6Zv4/k99CP/5fz6Kt99wJW97/5UwGorAMtmELVaBSuoFTKO89M2v5ne++2l8zW9+H6f1nDubwffd+5u4/H4/ThO2G7HrD85wv8t/gLe971/9UmW3sfk+ykmsutUAZ3lEIDQty6bhRNtxcbvLZc1J7iQNd0orbhvXXBjW7DaJpWkXWTa2Hi8SyCi2+FYOjipKapPZXmJ0kV4TU6uE5FP0QdFx5GhKHKrxUwcVEiYGW/Uth80eR3qSVdpnHBakPpjVckpeaKxt8jm1pmb3gl+zwixkgnROps/3ot/noQYJgk1zVHydzEVZ4mjT85in/zKv+bXneWCVlvNY0OlyHOcuVU//v9EIlDVjq4+QY8Xb+XmEISHJVoS2dd1IyAHGbuvbQrsMNEtolo54BluDQhKCCm2fSIMSVoKMidQnxlVk2ET6TWLoIQ0598QmpV/9+Z/Nrz/6kbz7I1dx4/qA73nxk0gqTFEZUfqg9A0MoizFMjNEtYJb8grlFJ+8bIfgCdFz/4iv0AmL/YhrJU1amoppSIRoOo8c2bPpAkMIHLYtB3GPdb/L4dHFDEPDoJF4ZiSdntAza9K5HvoVOkxcsrPHFY/5VZbtgrOHB/zYCy/nZa9/rYv485m/6YQBYaY3tvM0QFW2b8m8r2jWGOJr/jHa6ZZjXpqNPvKJydShkhbtd3yo3tjWbZzFoZ5227gjXOPufs58KLbkGgrlzNbLj5+Rw50PGpa7Hd2pBeMlJ1Cx8nnUc8jpNXp6A9f3cO0IB6PFI6sHjw3B6HqjFfQMXtSPyYTSKRT3y4d/8X14z0ev48df+VK0WbiWpNofxmjAca5fpsbzfSJsxFyXFv6mlRIWmwSmIKybwJn9QNpRwik4uYZmBe3GrEQlJZvaISRnUkySnxGbLixSImCBqxAYXDw9RmXwej45zpO3mlHgXBDOTIEb+sAZ7That/R9wzRFUjRnsrQUdLc1urq6CUeIRtdaCPQ6G2SM6jolP31LAzx0V+FQuPtFt+V1D/sJXvWOf+DJb/wjaPc8uKW6pz0uQDuIFyrDvtAH2BzCuBLaBA3Jslo6x5tTY2tLozQLW0ub1hqHrpMiTRnUcjRIQhOUncbPSYSLb+H9dwsahw9WAt0lNBeC7CJxQqdzMJyG9jS0Z0COHDB3KlP0uD896cKCnLZ3wpOXOz75zpfyiXe4gLPrBcR9L85HTz8cETEf+tn9wsU5HhhjoTdirg8dsNeSdhOy9JRnLGRNe39oVsm5fQGOGqMlrROdtvzWLz6Ku1x2Ka963Rt5R/wgP/KYX+WDH/zI9uKpjW/rLn/zm9b29uQZCcxNQ9nYM6STqTta6A2G7KeqQJnm4iFzNskFzJwSbW+rOUZz4GNQiCoKVJ6vFyLRLE62r4TS5GieWuQivzRC2eJurF6jslqtnKBKM1RScLVsJrOgmtoM+lgRdf4dvaPPEpTgU55YoZEhJHMJURiSsEpwoMKZVjkjkXMTrJKyCsrggVEJ5Xs++ev40X96Kv+yeZ8hG+4Gp40JMGmK3GhOeHWU4tGvvpy//bH/xpff4wt51fv+DDTwfZ/3EH7my36AB/7GD/P2q99t4lB3l1sf9QxHQ+GGFseUJlu2+v0Xw00ASpEGaRq6tmO3DVzQCJc0cHsR7qADl01HXCIrToaeVgXahtCaEDo05j/NKHOd7S4XGpSeiYEMzivTpIytTdaktz/TGDlKkaMk1jjQkJpEPwbOHu1zTi/mQC5lFS9kjIk09CgbS6oPawgrQ8tSO4dLJp3tjVNjKJsbC2w12+D3cxVPKx46kKeFeWons8P9LN6czepnMPXYxKBwQaoGomoSymN0k9wUObYOnMeH0/lyA57FxkEMURTPcwhB3OnRfcdlXmvMiEsJkzolwjjQ0YuHKSlTSqSUyNLnr/6Ce/HCR/0AP/SiX+I1b/kLtE32HAdIalSkEdMrTQX/9uul21NY9f+hzvM3Q47ZVjULJ0s9m8yKUlVN1JyM7pE8pyK1RlHqG+gbYS0Nm7hk3e8wHu2a40tck86Cnk02Gd+M6Dhxyd4JrvixZ/OOq9/L9z7/icTV5Ib2GbrXct/dhNws8zoirTrO9W9QkHRuHvK9bDq4fKRyN25NHKju4RzcWsc+lN/H9g/UBg9ZDlhvFfk1tgCVOv36Y5kQ3HqPux0MnAwrLkhLmgt6rr0ADtPI6tzA+CFINzbomQ49twtj51RzQWJvDItzvdnI907TXA1ui2/0JHQJCJ9w6W1593XXerhZcEHt4DXIEZqiuYtpMsp3nGyvGtQcwoKj802Yr6nvYSmY4vWcBsZG6feFcNLiRjYruN1KWQ7JJhB9oBvFMghykmJIpKBMQWlSQtSmBesI/RTpp8Q6NowpMBGYXMwXMcvSa2i4bur46GbBDf0uR31gGII5Mx0FVFpz4xIx622Ndr7WPpLTznONfErODrTW4mizsZTppYXz3X339rzu4T/Oq97ydzz+r18BO8mcrAgQd4yD2fgkYVfR/cT0CSPrS0YOQ+LgQ7B3A8Q+kaaEpM5g4AlibBjVIwWWkaZtXPwh6CIRk2a/D6tFfBeUxi30A9z9Ft5/N1/jEN9r9o8CNJcgzS4altaujMkLkQjtAO3aou7Taka5U+suQoKGjT35oUXCkk+6y0X80c9+Pi98wwf4q7dfZzdanpWqoYMa1O1cs2VjMheLvJoE0EUkLQPsKLJrlKQUW1s4JoHNBEcjeiBGS1qZNk42wq60fO833Jf7fslnc/GFJ7n/tz6Bs2fPzotaplHkMalTplSSv4PoqHkZa9h5K4tVpnhkapUjv0UY7ZtOoRYFC7YpjUiVYVEV1JqzF0TsAZYtwujMzc3it+3VtnoP+MKvVcPRWJIn7mGfqRjF45ZjouYwnyOEMuIpQXHiyFyav7c0M2GGuMrrZ/H1+XlsXCMjTSRIJEkoLBQJSmiFFAITwiYK58bADVG4ISROdxOrmOgnGAjEzq76V1z8eVy6cxHv7q+CvQAnEqzVAB2xRNhyzqc6QEaK4c65zZG9QQl83+d8Az/zJd/PN7zs0fzDB/7F5rO5WJ8UGZMh/sz2xflnaSuqEpSN2BxkGkJoadqO5XLJBYuGS7uJO7RH3DEEbpc2XJwOuTBt2CORFg2boEytberiTn5GJlffrKyF3EjkkIlR3TZZlUTgKCkRW2+kT8QpcUTiUANrAn1IjKFhHZd89NylXL++O2eau7IKO0zNVaTxBpTToGfRcM5m6JXIs9isph3K8Da6qYO625JMRVNim2h2HslWFwGmzHTPts/KmXPn2Nvd5QFfdR9e+4Y/t+uXtouZ2UhVK5dWnVHaDD4UECKVy2LP//HJ3/lfKUk/eehZlasTbJLVInn/YzcqyynQxVAwixi0yK2aPtH16tTqxEonDlU5RNmITQ0mGYgN3Pfz7sXzHvld/PCLf4XXvO0vzDjDg8cSyqSJQZUjFQ5V6UTZ1USnYgZ+2dFKPNCN2e1EWkXaaDQGZpetlNJcu3qjgCZ0dLeZMZWCuN+BaSEc7AU2tBzGXY4OL6RfXcD64FKjQ/aQDtakc4peP8F64JL2BFc8+tm844Pv5Xt/7YnEODkaynyffsykWJ/gB51RzNbXgDg//1Jos1LbFPrzY422DaEtT6aAaPXr5E4qA2FS76+eT5StXcskwr+vlcLqzXFC5Z4pVEfm6UI2L3DHt1vB43Czj51x5OThCo0t6+Y04/4OASWuI+ncDqwa0qZFmyXs6dw8NWs0bsye9Whw5zq/HzPDWc0S+2fv9w3c+2535/7Pf5nVXyIGpuR93Rv93KhJ8kl4lf0DDm4tmqKVLEQCFaOiDpbaLOvAdacE3VfGhQWBnuyV3QF22wAbIUzQTDJPq5yGNHkWyqQmot6oedxsvBKLaoi7CaWFIwlcKx2nWXKjLlnHHYZJPIc4kPpuDrntEwzJJtEJi4MfO2j2is2aur2w1VnRRjmD2Xffef8SXvfw/8Kr/ulvefwVvw2n3AAhYfdmAZMXsNiBvYBeoKTb9gwn1qwYObgkcmIw8DxsJtpJaGNAolmVT2rPSpBAaooTLJqsubCJkrrLuTCKAxg+LLmlx813VYrXeb3ZIGGByoF594r7QqvahpksrMZ+aLKuTLCAKjlEQzLvW8+A+KS77PFHP/uFvPTP380vvvIfzU9d3aM+eipr5/kPmQPWeEdVRjsJDRHaCVn64idm4UpPETfrUYADgUMTQF+yc5Kv+8ovIqjwDV/7pZzc3+WNf/82fvGZv8vZMwdec6d5ESrwUb5ndRZBu6gZ6SrEvU5D5mNs6vl3TX6l1RFqnRGCuihHvOmgfE2oQ9ScUiI1halSRqgj+5XdmVBRUMpEhGxC6K/lu3POKNTgKYkZVW2qRXlGSAvi5JoOpJk1C/XUgTz6bObfoQlkNNeb8/S4fmGFdgiBThtTfIT5+ki0MLd1FA4T3KiJ67rEjXtweELZNDAFJU2RiPCfLv5cXnqvJ/Mjb3kq777xg7bZjZlH6cL7NNN6NE93jiGC/TTwFXf7Au5527vziM//Zr7+Dx7NP3zoX0xHMHk8wejT5ejFe6hEz5KnZ6ZSE7c4ljabZS0I7ZKm3WXR7XDhzj6331ly54Vwl+6QOzcrLtHI7tTTTpEmGoI8NrBx976oxgdfiiJMNkFH2AAbmdjEYEm9mFvQJMI6KoMYkpwm9SmOskqRjUQ2TcO67TgXT3BNfwc+ku7K6fb2rPYPmC66DpVr0NVp44JvjmA9WFCjarF1NBbenAxqoEeezHWgI6LR3JVSmhHclAzS0eAaoxlG1ZC4+oYP87AnPJaXPuOpfPpb7s+111y3DbWWhq2iK0o9lcwAcTUFcqR1KxyuHMfcbM7Xwz3KBSFpU7RReQ4T3B6+naBtlHZKhMZFurmAT/nZcC93LxJ6gY0IUyuOug3c5zPvxXN/8GH88G88mz9661/7kpOnQVY8J8zidUDpVdgkpffLtHRBdBA15m0QUrC/5z9Z05/d55KHa0peCpPrGhLIFF3ToE73FzYtjEtY7Tb0qWPT7zKM+4zxJHGzQ0yT9byrBKsI64nbLE5yxY8+jXdc/V4e/qs/Q5y8yIm6XbvXQECZBNTTg7mAz5IefDX3kzRr8sq9mEGgpsoLqn64fm3qyXmdcyJzA5JHmkEqK9VqynCTacMxzCkee6/5gnwcHc00sbvqoT/kNkPH0WKXGDrWqWWMu+i0QOOELKJZBPuUSQe3Sx0i0is6ajaMmxs6Ej97v//MN332F/DAF/0S7z1zzZwDlHl0mVcW/OcyZVZT0aTme8kIDqab0GTUVC3fb9S9sRe0D5whoAtl6hLLBDEkYrBKZ4ln+sh2bTOJuWWqGIbdOwNrI7afTO6lsUFYYxO8s7Rcz5KzLDlIS4ZxyRTNVCElQQc13cZkU1EGDwHNnz92kHaNeZLSnO8TZit6BnNietAnfgHvve5DPP5VL4DOE+hz8yOtTbVT5xPuXXMU3RHifsOwSGyAw1PC4Y2mB2xjYJnB8BSIUygLTqPi6Vfu/DYF4pgI3jwk14P0bvKRI4hu6XELxNFHPpJaovEcjNcgYWlpedJZFZLWEDcWaR4AnWwjCPuWoy0btFn76rrkk+96ij/6ua/ipX/+dn7h5f979qXKguhYjfVpCsIgHdAZD8wU68kLnc5+tqdQkzgQC2rbePbCCi7bu4D/8CWfymO//5s5Otpw7XVnePd7ruann/LrrI5Wc6lfKDlaLbLzoisFWa+sR7cuQk0byMi/L5g5L8GgFJ/GpoL4a0EZ59UxJ/6q5sLaMiCKMDvrEEphkZ1v5qairK5S2ajK/BDPomgqChJO2Mtz5ckmF+6wo1rZw1aWfKVhkUyPOva6+HWqESytzrsoIvV7OL+O90kg2K3IUoQupDnrINmZHGJircqhwrkApwfhqG8YlpaGm5ye9BUXfi6/9alP5lH/8su84kN/agvVOsHZhB4p0vvUKPNUPSXTbjmjWeR98gl//Cwuv/+P80mX3IWH/P6j+McPvd0jCBI6WgCQFGTIxf3Rx8l584jRw+1C4WyDBd5JsyS0F9AsLmFncRsu6YQ7tiN3CRvuxIbbxoH9mNApMhJpk9J1iTC0xBBIoxIm2xgatXTOQRO9RnqUgcSQ5sY5aGIIRg0bRBmS0quyJv+BjQY2MbAal1yvJ7k27nF6Shz0R/TpNPHENaicgaMVcjR6Bsto4r6Eo67u+57Wvgbtgu64g1lFKsq3b6J6/v2ZTK1tHq1PZ4osQnnd3/xPhnHkkz7hLlx77Udn+kQ+54GqEagaikqpuh3Wm9eH7eduqxE5zw+ZHHBphNQ0TvEJpe9pk5prkiYWYg4sTRscUfOmI/lmrp6uTGCNshJl1Sh9ByMJkYHn/dAj+NGXPpc/esf/RHdG1+742tgmm2SIMooVGkdJaVQ54Xa7i2DWh60YWpoaZ8w2QmiExs3AAjYBEhWU4KZb6k4xan8mC9uSpEQVD2tSjpZCvxc4ONnQTwvW8QTD0YWMRxczrvbQcUPcRBhHdBy4TbtnTcMH38PDn/1E4hjnZ3vSY2tqdfLzWKuiHVljI/OQe0tilsUPDTNxPVZVfHb6O7Zml33UpxilrlfmqUGmfzh4FDxYbOH0zCqLSXwSoVJPGXyaEmtXQA8pCwsDGz+OkqOHCYgjC4WLzgmbbkKaffpuh2H3YtMFdBO6HGBf0KWYPu5sgIMAZzBAJNMzY+NjJrj/ve7Ft33ul/A1v/4krrzham8I8/VtS/CfxDgLq4vJitVvmiYkeQqbr6u2jAXSGOweU5tGpOghiCKcjS29NBwQ2ISJ24aRC5vIpY0yLJQ9UXYkbeUQTi00CytAxh6OYmAzwirvDUnpEQ6mhrO65IglN3KCG6cdNjGwQRg2DZPj1Fpoh4L2zgHJBj3B7Ja1DdC2rveIbk6wgTChYYR2DasNoonPv+yT+dAN18K0RjsDyozaFEza3S6srlZBmn1viIR03chw2wQLODMFll0iLhUGONEnptTQTYEpCW0QOp/66ag2ZcCYCiFGJEbCGE2n5Y+ZNpCCBVze0uPmU5XEicg6mGvSsHQO5EkLcIvGk1adrN9LIxKirxdLkIuRcA6aEQ07fMqdb8sVP/tAXvrn7+QXXv02aPa9mD5l6H0aHV2f7LUbRx86RTs1nkPxE1abcozMHvB9RFdmyceRTxx65a6XXMIbXvJz3Hj2kD/7y3/gcT//YnQya0Vz/XGmvzSlYZCq+M/WprPyzY/UWtFfC7az61CuMjK6szVtmGe1SjI0kxapi+38na6NmN9PdmGa3Vjmt5SqBZ1STEjWZtRhbqV54Nh7qz9H/r68wxh1KfN7qf4z//w8faiRcTvHxch7/pm8gVdI6ccOhTs/jg+1CwJKR2LplAbJtBe3YhzFxqbrpBxNyuEQGAZhGpKBNA18yYWfyW9/2lN41Nufzis+/Oe2AY4ChxFW0WIEJhddRqPIVMx4T0CfL9Pbrn8PD/zdH7TRvvoi7SnMMlYpVqXZq3UpNf2AeYwaAtI2SNci7R6hu5jF8k6cWt6J24UD7sBpLksTlybhVJpYeJMa1Tjm7ZRoU0QIJFUmLJimIxqLUKwZ6DUxEYkihYanmhgs4JQR9SYjFdfklQi9I0mHacnptMsZVQ7TIZs4Ma5uIJ09QGVj2qaV+Aw7o2h+z2VrTk22iOekHW28OagV3FVStFI993F+nsQbrzypbOB5L/tv/NdnPI37fOt3cNUHP1xxsPO1dGOBSpAq1f/P13wblKial/Kt/zd7zPPnaEbzaw9q1oE2Fc1BT67tEU9fbmzyFnJgoAqSGiR2ltehLSNCnyKbac16GllNE730jM2INCM7iwV/9Z6/s809U8583TZ3JC1RAUOy7YMk7KnBJW0Di0boGghLz2zoLDGdxibAIb83NXMEcZeoYn4XM0Bp3lFRYJPE6NNROOwDfdNw1LaM05J+vc+0WhCPAunw0ALeNjdAOsttdgNX/MTTeMfVV/LwZz6ROE5zKnN91Ot0XSiUoMJqGJF1AjlVr/xjM/OE8v6oVIsPRd9Xvej2ZGNr6pCb3qrxCI33JcYNlx2dhxt50pq8SSAgye2Pneo47zUVmtssoPMk5Y+TI3q5l1QJMbAbGk42LSdbOLcTiE1LpCNNC3SR4ESEy1Zw8QTXqwmkzzVl3aEJxW3v4r0T/PM1V/Gea68pKcm124/tKa2h5DL5KfdrV5pHC88sNcwqFkmYAbveSLSTWZamQAyWGbFJDTEuYNOx2TScHiZu3EROp4n9GNlX2O0ii9ZcgxZLoVm6jfJaWE2JtQgr4FBgNbWsteWsLjmIp1hxiqNwKWt2GdOGKa2Z1gNp8pRnGayH6iy7Qjvbf3XyvWFnsNS6XaN5KSNMvQUwhhFpItoMCJFnfcej+bxPuCf3++UfdVfRNIe+5T3Dw9hkaGA4Qg8DckahX5FuOzHtJVZROaMjcTLXyTTCcpjoeqUbGxZNYGqEGIVxkUOmhWYSmoSbSARUQimzNE6FS3JLj5vdOEjjo/rUepjKZK2e7BganaKP6cW2d924fdXCbqi2NVV+Gzi5t8/f/+o388I3/DO/8Iq3os1JkA7JV6tJIIfWMKhzG5e40CSV8WXJHJiCEdpWQN9CH9Aj9YZhgjVctLvPp33qXXjR5T/Ka//kzfzkk55fWZji3hhVIe0+0DMCXxXgpDm1WaR06lvVWO0qtFWl5UXVaD/2XVkP4Rw5jb5I14dWU4Xt15oLi9aD3jIKNCOXxdVIKv6nOxjNKKbODhplfIx/X6ykbvn3Rm8CnIpUzlNVXJXNIZV/yyFxM5WJ6vadw+Ly2PR8Pa5bWuPQpoluSrQS7YrmS9woUwPD5Ch5VPpJGcdEGpXUGEf6tt3FqCpXbT6y7TjSq6V6Fp2to+NpbrbKsCg4naikfTrvfvKFPEa3Gq1uweM0gS3KQP6fzp2XFrp9WC6RxR7N4mIWy8u4cHlHbs/V3C7eyCWTcorETrK03xSs6E8eKtWoTcOiGXnQS6IRaxIGUQZzpLcnUbIVphuBeBr35ILVwVIWWCGsg7ARaxwOdMHZ1HHIyIrT9EmI8Qx69sgW7sEFbqNRRrRJczOcaY/ZGSk1+HjTAZFpbh4qWsd8QrVYKpcpqVTNicIvvOT5fNnnfQH3/Yov4Tde9vIqitifrdreNc2gcD6ynmEbtcjXrbqwt46+gRC1ZCDE0nAzT2uinYCU2WAplaJc1GmT2njj0DHSMOrEECNDTPQpMmkkMvLYB/8/XHXDNRyMZ7zgyU2DzlkOXn8mFSaE3uMBVu7Hse/Ml6YTpMvoo9FqxBsHVKpsUp1rdt9WrD+1rxs9ySYcgwqbJGwmoR+Eft0wTS1TvyD2gTQktF/BdMjDv/TzueyCHR74OZ/P2z/4Hh7+nCcRh2meNJRpuJ/ovO7nv9dHTXesB8ElrFSq4r71fSbr4aq9pEzIKjrSx7pPa9pTaSCciivmjEibbJS7SLOcYvK1EJnpMilfMP89Wv0+ab158Arz46hxkODiWo0EGVnIyLKZ2N2JLPYjQ9MQNCCrFmlHax72e7P+XA0YJJ2Ki0+5YVO1nnlBq6i9Vp6wukXqTeSUNGbjCoaq5xooYTqBXGiMfss1ycXFYsCvKolo678qR1OD9i2bXhg2Qi/KboL9qOyLsOyExS4sTghNZ5P0NMG6gU0QVk3gMARWLFjrggPd4yhdSC8XsdFL6aUj6QEpJtI4WeOgyTSYwTVJQWARbZ9ozBaWbvRU7UzJHx04XwMTd7vd7XjxDz2Oyy64mJgS9/ulR/Kho4/AwnIl8jMluRtWz76ICuPGNsdNQrVH+0Tct0n7ajERUJqktANMo7IYE8sxoTEQg5Ci6SxDEIIEuqmhUdt7A0IklFiTSCSJEP8dk7ibP3FosfFk3PGH1RGHlCcRq+IClMNvyKMrOfL05hECrKYj/sdb3sfnfuIlFsIjOx4uFnwBX9jDngU9i2Raxb1oSEQI6OSinkxoW/mfDeja0p4v7HY5ub/kDne+Db/33J8mhMDv/Pc/5Wd+/sW+js48YkP660KcrUWv0G5qhByqzXqqCq9cPNfTh3rBzKDkPDXYFgdToSb1mLlGaeY1+zgWub1wJ59mhO234d+Tw+Jmy72KJqFV06R5IiLzuFlT1UQw/9zW39Oxzz9V422pEKq8qdXnSc/rxuHs3g6iiZBawjrRxJGgmdIT0Z2ELpW4EeIIUxIrfF2Dq5ON219745t4zHAdD7vLg/j7c2+3+5rqFLpuwk67zIFUtfWueIPd+Pe387k0oy7XR2TUp9SZ1eJeXjM3j85PlQZhF5qLYXkC2dmhXV7C3vJCLm2X3DH23E5WXCAbdsJomwZmsymaPL3dhFui5sU9yEQKE0OYaKRhEhjFNCGTI2CTBHNORhh0ImokYj9vj7/5efcCvShrgYMYOJfgSFb0rJjYEKez6MEBaI9OAyT7oxpd8JzRtGQ5Ly7+U0ZEV06zHE3PpZOP46sTVgYAOlsuZ/WmYK1SkDKJeMcHruShD34Qf/DHr+XwYH3MEyBUvPT83wqooH7Iq0lHASoyjPCxirbz75ApQKOkkLEaRSa10z1ZoxBF2YhZlTZJbNqQhDi1aOyIccEm7bDRJQex49w0crafONhsWA0j47jiB772G7jvp9+bb3jWo+iHtYs9vWhqXMvjIlxVIak5vqwlEBuhVVgFQTthfwknlrCzMIpAoCnUJJKUvAbx/I3gBgCa7ZlSIHYw7sAqBHqFG48aNhqMZnHYMq5a+hv2iWmHODSk/pDUH6LDDfyXB9+Xb/j8z+bP3/a/ecWb/5RnvPwlTONYiYKrtTRUe1Te7ubR79z4hmryQL0XZFviBpUFpCVo6/+cyu+dm+pYUW6PT6HzZuVhWCxnAbP4urXAw/5Mq6g5VVqzADdjTJlr4ZrC/OyImA+lNEiztMyBYJNS2o+fxmHRJEaSJ+mMdN3Acrdn76KB5SUbehLN2DKNDdIOSLNCmzPQnPPcgAFCtCnfwhoR1gJj4IbVAZ95+7tyj9vcifd89GoDVWNE4mhjuAyIiE/t3MBCo9c+Ol+vvFTJWDssTnP+1uj2v31ANgmNLbENaKes44LxqOVo1XCwaTizEJY6sZOE/ZDY2YduV1heYusCa9CDxKDQS2DTthy1SzZhn0F3WOsphnhbJi5kChcTm4h5p62xOIpoAJEMlvuR98mdwbsdH3s3uP2vN7IxWkp36rnbbW/L6x//DK74p7/hin/4S976wX/ldH/WAO8uleer7t2lUL8EndawiWiYkM2EbpS0A2NIHC7NXGRqDLc/McLuCPuDELWhlcDYCt0obl7S0KpbzIiJ1ycJZq7gbnFRrOG4pcctaxw0QNhB0z4Sd737XENKKIegB17FpyJyEhLIgaF9Pj5MKD/+kj/kn3/10SybFYNiI8Wwhm7fFo42lBGYND5pWEQL6JnmSZgembWqHCmsFd1E2CS+4jM+gz94zuPYWXakpPzSs3+fy5/1Mtdp1DaHGc6oi/3kWFGN2tfc/3r6UG/OoVqdq8X72Kaef6d18vjYN3M/a+emqiu4SUGdUaCpeu1YXnfOdqi1FLL9WdVH9Kql2RF//zNFqG6UbhpBN9cn2b612pRucn7mkbUgx8Kh69cTd+CqElvOw2Mz7dq+Koq0CUk96AZJ5kpBB3pRgBWkDaQoxB0lLd0Gzc/VY+78/3DEmp++7lfNASMmZOGTNdeGi2+6mkemzO4y5HyNIGZL7HQbc8uIxjLMGQ2NXUVNdcKtZ0PkbsILV40mOkOWIBcgegek3SfsN3Q7e5xoE7cbr+Wy6UNcwhn2wwqRiT4kFkkJJIKnd2oDKZlVX5yU1RQ5FxMLVRauwrSEz8gGYZKWoTFu+iQTSRNhsqJ8FBgwbubYBnpRjmg4q3AauDEmVjQMcc2UbkT1Wguj1EMk9mga58nAlBFn5iIpaMmRseBLc8dQtQBKUS+Mclp0oUikuaETJ7+reCFFQfge+7xn8Mqn/ipP+tEf5THPeNrcqCUPE4ruBz7JrJnJatr8PCbdbriPTftU1emO5/ehSUvIb4xZDJ9IrsOJyc5ZTMqYAmOyUyTRbtnkxkFTUkbNk73EZkwMQ2TsR+I48nmf8Kk864qXctVHP1wCM21g8TFoZ5pldurTAGHjfdthk5doo0Z0yQKoCmaeXeyksl91PkCcxEBFxNi0S7Nc3SRhswlsUsOQGsaxYZKGOAYTL04jOvToFNF0ji++x935hVf9Fr//N6+H1FvybKYXUWNU1f1R3PW0+rfjW9rxAiLfU0ZNkmJn1JY9SKWmJuVQtmPbXiWlcKjZng1zMfG9LHPhc0aT/2DK1Rumw0rVfqNZlD035bO9VeMhicGZCbmp//g4Ti6U9ZQsCA1hQWSHyG4YWC7WdM1kmSddA6c2sLeGtEKuW8FHe/RoNGrdfnDaTYQbgYPA69/xFn7nf/0Nr/2hx3P/F/8c7zn9AViN0E/oMNlUISjaTKYv8mmUBJlFwsO0bdcTotcP2cHR75XRtSpr4MDdBzJmfKjoIUyrwNAHNtOSRoU2wmKKtCHRdIm2jSZzFXNAmjZKjA1T6BgWFzKlE8RphygLYtORdCTJadJ0iKYVmo5QPTCKUp7CaGdNzSaaO9JyhIU5wNGbC5UeCayS2dhK5O53uJTXP/HZvPLv/pzHv+K5Myix601D7pdrxykRtGuRprXJ5dDDOME0Ws18mNCNlu08Ncq0UIYFHETYneDU2LCjgU6EdmFuS01oDKgLHSHrhwaYYiAiTEHpu4m4CKTFzW8D8nELxNG+eckOxEtQloj2My1JD4ADVyHHIkzSsOsbqJqIVoSuUX7zUQ/htf/7HQzx0NeizpqCJbAIaNcYgppHpKKWvjc1xs87UvRQwf/oWo2W1Atf8dn34mXP+ml+9AnP5WUv/4syWssb6lzAckygrEWgnVONt3G7eRHbHsUeL251XnQrVLdQfeqF1p6qufCnqUg8efNRG8tnikKeBHiwmrq3+Fxc1BSlGWEq1mll40jVIizuLJM/QzXd0I/FW83FUlX9l0WcXKkaVzyLeqGg5HZa/q0xdrXr6PnbOMQbTbiXFo3pCOLS0WzsMwxADGgr6I5N33QnkXYc1PbPf1F7gr/Y/COHyyNDLwabVMgye2B7RkdIZp+n2TnExZe5mCnTvuz8EJ1Z45kMjTUFJUdD3XM6sG2NGFKZvWlGR6IhMqITQktLw06M7I8H7I03stQ1jVg5H1FSSrSEmWoU1Hz108iQEuukrIAmRBZBCWq+/ZMLnldpYh0Co9v3SpNoXPgY1U7DURCOFsI5CZyNLTeOS25MF7IeTzGmPSZNpBScNrm2IiuNznmp7SVn5zQRMT9y8HtYithTHFW1psHdqIoo1N0+thpdt2dOnfNu7JncTBv+7O/fxD3v9omWPVMQuuC5Np53gm3EUqiFlDVjq+cuz02qnm1sMnKeH8kbB41CHNQRemvoUrTCPTSgk5jQbxKaUSwcMCZ0jMR+Yh1H1hEOx4mDfuDc4Zqj9Zp1v2aYNmhMTEMk9aZlKPajuUiNeamRYpObEkyNkkLisLMgpthh/OkIJ023yG4VJishWeZQZj9FkDEgE4yT0Z/WbWC9UFYnEuc6ZROFs6uOYWzop44pNsTUENcNmiJpPPACp+eSfeWul9yGVX/Wm4bo4YXMe0CmpPpUuNzrBcyqdHpS/5d5v8r8R3XgQFtjHKi7v2TwLfgUWWK1fFcThDg3L4LrlqQFWSCyM9NXZTT6TDu5W2Oag7XyvhJDeU6k1AVOTwppfv3gX5fOdz/1c3X+T+Bu7rEUGEUZJREk0GAasm4caXWk6SAsGuSihOyOSDshMaE55E2CBZvtAycU3fPU41GBkf/y6t9DdeJ1D38iX/vCx/Heg6vnIL1QCe6jlOugrQt/dYI0+joa3SGSMuoWyfQnMwgQxeq5M27QsdfYdGgS0mQTyBQhDR2BjkkbxklpNko4UsImEZp8rySHSwNRG+K0Q4o7pLQgiaDNGg09KQgaD40OlHpU1mjjIGxTUarTYIW8GyeUbJDRpw/RRmB3u/2lvP6xv8Ir//7PeNzLnwOuf6IpPWzlc3OMAijOFOhyTeacq2lC1258kiAhxE4ZBOgScTI3qrhRdiTQNkIrQksgiIXiSWvTe9FAGoU4BLevVQuRbBqS/N/vtY913IJWIxUhDGFhYmDZ4Ku553nHeWQYGlT20XAhIou54A3C3W5/Efe6y2V87VOegobF3JktJlgemVd9WyUUTo3d1L2Y+r+3bpSDZF3qCr79vl/B03/qe+jaliYEHvGTz+Rlr/yL2SEiTxHKwpg/V96Cm1JI2XCnFqDW/GHdLmxrvnEp6EO1mc8/VorlAvbk4rhuPmpnpurfpfolGdX016uvu2wJpEP1+Up1Un0kdznS2pN7fsCRTG+q6VRuQVu+v/qcW9ODebOYpxbV92ekSuv3WkNUcixl+vw79HBtKEGyfHdzd2GGFAZMiNuYtam25gSmTcn8q39b5TJSLTCZPtGIj9pd6FxCxPL3H+MpR9zyTcvltAStNCNvWUSZKQ35eqhRBq0/dqRuWsFwxjVDgcBE24y0/SGMG2KeAWhkBHpNNKpmvR5y7GBiHc1WdROtAKOBrolW9gpMJDYqHDGxVrFsOEm0ksz0KZnd3ACsBM5J4EZpOasdZ+OCo3GPIZ5k0tYNoyKaBjQNs1AvWwaWJrxAzHNTFfJ/Mw2iQm9vMgUMhppp/Y+povrlWk0z5mvf7xtAeSy9GSyPqGoRgm7lOmRB/NYmBNVfbjXHKMmbbnMWQk38rElNBB3UNQGBUZUmQTMlF/VN6KSkQRmnxBgDmwk248B6PKAfDhmHNTGOnvpqIVWaTD+DmsNRplXMKPd8KZObZYx+i6wmJakwamAg0SHsBqUNwqJJ5qoUhBAt0bqZBBlbZGoY48JshduGtSY2mjhM0WU3LWMMTFNrlpDRJw1xQscNGldcvL/gj37yybz53W/ldf/0lwXd1aKBOr5+5HvKpwD1xLjcunJsmk219i99MrALtGbakR12gqPHPvGcJ9/uMhOcA15sOR3AyBP1DIT43m+C0jh3cNP2BGXO6XaAq6xX+Zms6FaZLpgGny5lbuit7/n4t46Fz38an+g2JJo00fU97TTQtIKcFLjI9IcaoyHlTpXTroGdFk4lODnZpHsVzQ1AE0yBJ73it7jbbW7DI+59f376vS/0yVmYzVjUcz7cEYnFhIZM6xl8PB636ZSluXTA0ym7knVejZtD7FvYnCbPGYqK6i5JWiI7RoPdCHIoyLmE7HostE931UFXHRbo0JqbICPabdDWKFrabyCONoGWzbyPtu6iJBOq1pzrqPP+GJPbmqdS9z78vg/kH696O4979bNMj7sInjui8x4d5lNQnkO31NdGYRnNylujm/xEiA5U+T4d1diCicQ0wWYD/ZH62uONgwrB/6/khEkgTYE0CCkpsUmMAmmRiP8OgOnmNw4huaTxCLjBH/7BO321Sigt5wdVGjScgLCLitOaNHPrYEoWsmPFjI8uwwTNgZ/w3un/jSENvRi/bkw+1ko2qzlKfPtX34dffsz38N2PfibvfOf7OTo44rqPnrENPc3j47nAzzal3lUWak5d5Ib5J47/PHkykd1M8k2QHKH9WJu5fIz/GWaUUOMxGDHMbcBWQV5RoUpirVbCsLzIzptBRqJtM6zQyXzTkuuPxvfOOL9WXYyIU5m2Gp1tisT2H6rv2UZMS7F2k3+vvif7hp2nh/YrKzi6AO0SDdG4ourpseoip6VHAASdudWZRlKsEHU+J8mL/oyA5mvemBVxzt+xAkfmkCTcnUEpLkrGB/aAwExtqooMzSm45d7KdYPMPaFGVDfIeICuO+gmc9Vq1zAeMqWegcmoZSkyKIzuJiOZIq1WDPbRshc2KmwkoCHR25y5hG/1KqykxE2gQBcSoYEoFnYzKByqcKM23KhLzqVdDuMum2nJpDvuT22hPZo3MHImgrtjlEa8lPMVGyifi4xkatXA17ezlILIvMnjvAYy+e9P8/XNz3P+0yo/9J+/nf/0uV/Edz/lMRwdrSFKeW854Gx7SKnOVa+b6moCePxRO4+PKeumkm1oOFdaNRHceCGIBa+FZMnKTYwkUWISZDTUcpxGxghDjPRxZDMeMoxrxrEnxskbB5uEaaqiZ9L8LM1H3uylMMIiHvLktcIYE2MSWoRNK3SN0HX2v5sADTaFbGKDTEuYFkxplyk0rDWw0cQmRlYSGaPSp0BMgSkGbxgSGkdz/BtHSGu+9d4P4HB9xMNf8CRiGmbb8ky1KroNf2zzMppFqceRxZraQ90XG9VHxScM7FIcF7JuKoRZI5Kb19wkyFiaixyuaNTIjE5nsMIbj6AQorkwEqvPlCfp1TZTFWH5QyrZDd0biqhu1jLaf4M3WB9HjYPExutcvx4SER1oxhVtP9CMC5oUit6MGNEzCTYBDQ16YWeTnZ0NdCPaT3A0IStfXPsJJuUDH76a3cXSjGbyJLuAmIJOeVprRS5ddHMbnzxkYKbaxmhaF2TbMyWDWJ7O4QCnjpBLRnt/e625YQ4e1LtoLFwxTMh6x8x5DhrkvYru+w2xBkkRnQy11/HIHDanBpjQnQM4McGphK4inEmmZ5gCGkxArwvbx5DJXEDbseQzWDp2mteNYNkNTadcdfbDsDS2jXRhZuJlK7UCpGoBayVP7kSRhVP/YrTzH6Ot/Smg2nojrmgTrWdzin5/6LS0JTQ7QhhNLyGxMZryhQmWFhSXemPd6JTQlYEgJXftFhw3v3HocM/fczZW9FmsTROWbqi7MxfVPorUECGMpnjSCaYNpD2/+1sIS5tgBOdNysqQ8GlARneCSc5NGMS87Q+xpuEw8u1f/eX88k99D9/88F/gr//2n128OBXHjZlo6sVTnc9afCxzgRxvutuWvAWdaVMlGadGQYJTA2pbU7b1BcctXDmO0nuhv2WNWr92vfLHj7UTVL9ru3iXPC6E7KlWNTy5AWmqsLf6d4ZSuZTkUK2KqtqKj60dyz/Ltn3o9s98rPc+f01v4i51/hyqntAcBJZrXw/y9M2v++RuDHV8RQYBNKAqvG91Dd97pwfxmwev5kPpIwZv9mILeCWtyTqHEohUT71coyDJ4dEhwuBNgVTNgXhDFmYKQy6ci2FX8CbFUT3ViMTJPOfXAW3EUPzFSOSAXgdWOhHdam6KFpil+Z6LoNFErpOK2a4K9CEQffKUcuMgyfzsHY2exLRGSWwNGpMwRGE9KeeScMO45Jye5Gg8yXo6RZ86ogopTagOrkuIPl2bCpdaUrJCP1Vic402PcqJOEWPPE8KMm3PzNSq3IvcsJXJQhWANM8Zyr3z3g9dxY9+07fz33/uudz70z6bd37gSl75tOfzkMf+AAcHG/LlYgp2D20Zs4m7o+VfWS7cPJG4dfQNDKhjT1bYq9MfDAhX2pjsEkRFU2P4Sgo00SYPMiVkGlhpZEPkME4cxZH1tKZPPWMaiIwsuw4N5piiuelSQ1DzhdbyfE1I0BkdTELsxZrR6Pd3VDZi73PRBctwiA3tGAihoWEH0ZaQdpF4AaQTpHgBMQR6SYwHyjgpg/TENDEdrc3ZpR9JsYfUo+OAxskDVgfakLjq+g8zpY0VMu6klouw0uxSN6ZujuBgk4Fo3lm0mdYjpQG2+6wFXSCcApao7NuvrETWVrUmKz7zETMltXWQMzfj/h5zp5ZpTU3WNMTZrSymyhnKf2/LVlOsTgnzG8O2rR0x2l8b4GBCBrF1uLFiVju96ZZzKz6yS2oxkJKEhEhoB0R7ZGiRFciJCKFHNj1c36PnbGJMCkiTfBIxInFy+281cDZOc7AZrtnzmmqLFi1xto+OFJql7SVVVx7wjBan8LROtU7FU8ev+2jf0xpFlYU3pwFYtOjCAkl17IxytZnQj67Qc2k2EdlYhpDR+BYwJiu8lxMs1+hyNFv/1p3UGtCwcHqfv9/WQb7cIIvT53SsbIhlbt6TORkJObhQ5nDJpPNEs5jeyLzv+gRcJ91e533arWK209b82DfoaA2X9NYE5DyZSYOtp2OwpiF67R5Be3eFSkbm0pQlybdc+3MLJg65mD20VxPxEJYlIicg7Lj7iFvCkZEKz2GQCfTIGodoRr6WCrxjugkRJIwgLvaaBuh7GP3GTC1sBI4mS34+VL79q7+CX/7ph/NN3/sk/uaNb5vt49S1DNVCV5DG4lXpqHs21/ZFTUnWBOSNuVCR9NhOXBfLx4TUpSCfreqyUHFbdBznZkLqomMLA8ZPVnn/2cZVc6dK/Y1pu2TIN7h4MNyxacG2w0Y05CK/P6WaZuR07Dy5CMdeT8r7NPEoVc5Dbpyik5waPztz42XTDpkblzJJOY952vsbIzbvACex8e/GRsIyhCKKtObBQYYovjl6kJ/Acz/wB3zChbfnijs+hwce/Ig3D359gwvPSnHa2DhWZspT5k+qmrhWBsstsd7Sm7f6JinuXPWNlwsn8cLafenzph072NwGjXdCN0smIhs94rBZcaCRRiY6PADPnY+iWnqliolbJ4WUjHIyNom+9ezxOE9/o1hKdKo4oYowYMLRTVyw0sChCGfHhtO6x4pT9NNJxukkUxKinialiHIWlZVHZMs8qhFHbWB2h1PXGPh9nv+uyYutTOfLOoZMYiexTRLV7QlDETf7efR7+tV/9SckIne9/R154oufxfuv/RCv+cXn81Pf+YM88YW/MgMFyTdkKr63zhkzdVOp2c1ta2J4fh9JZyinlp/Fsjqp6/XNhjBqIiYp95Qk+7xDmOgl0oeJgZHJ0kBIEvmRb/xO7nHHu/HGd/6jp4PntXm271RpK9OIWBD0PJHL+FFyU7gUFQ1CECEFJwZIQ6MdIg2NLhAWBN2DdBJJJ0npJEmFYZqIg93vozSkNBCHAZ0mUoxoHJ1C0fumPnrBkkGkbKPpNNz8KGdXwkDZF5RszZqLs4re2GQQorI1Jbjl+sL2c5aIdPkKVWOJObytwBJ5kpmLpzJZkO1lvEzc8n0a5+cmNwxJy/NfT0Ip7yRbjBv9mQ5bixdq4GKUKpslzefl4+SIOovQRdxUQCK0EyKDofEbo9NI6GEzwMFodKSNr+/kCYHTY1bR9o3JraskzpTitgZVZ2pzKbZrerYE276DbP+IXwPDKKsmN1DWUIOQ4txg5GsnoE3veV4Bmh0DyEaF9QptBrfwdfrhlAx4G6MX6wsD9drBQtpQD3Xz3x2yG5TYZCLTegueqbPwO+UCf76v3/zu/8PzH/ZfeOU//Rlv/uDbKtDJpyoFUD5GDXS6pEwuss5OTUlmgNDBC4nBKFNKSfvWSZFof/B06JhARjEr98nP/eTgy+iNQ96j0r+vxLr5jcPUQGyzrcu8wicrNu2T7HqugxolKY0QF+ZK0rrgg5Hvvs+9+fDpszatkKUnT5tJFKk3flyf0NVoN0C2uVsn5FANUTiKPONx3893/cjl/M3fvs2bFfteUV9NPUyo6BqkKOAK6l7yDYq2wCkHoRIO12bFW8ihczZ15o5K/e8a8rdVwXG1ZV6emae51NdQwt+OU47m3zvZ+5V2vhYyP6Fzc2JCPS3iSvWvUZoacTG2/Q6nc5AfoOPUh7pZyA9kW71Ht36tJyaaG7f58xRBamlksgNMtcHl93E+Nw472cqxQn8y+ucWjOWzOAqhMYv8KlStgR//wHN45t0fxas+6Vnc+yPfZhu/o3RSGtgGlR0LrwqOEjRqyJEks7wb1BrsYd5sNfhELLthpGEuOn3RLoy7quiVvJCKQLODdLeDeFtSUoa04TCNXB8i1wejjnSermmCaxuDJt9ckibiFIijEknmkoMJ/GKaLdqnxuuWLoehNUQ6epYcxSUHnGCVWo4CHBI4nFqG2DFNkSkektJAIproTY6AAzT09jFSO08CxBNyiY6s4QWP35cpu39UCL9UTblkvjZopmtmZ5gSnOUorYv2MiKWC6M//Ks/LcWVCPzlP/09n/tJn+bvw1G5FKALSBrcHjf60EPmAhiKQxdlHM6tYuYwm0ZpASVS3jC9GQ7BaUop0UQYJ7P1TaO5bSWJHC0nVpI4ux456Cc2ITKGia+895fyiAd9G1//C4/gfWeusilRNYi2DnUJYddT0nPx65PD5Lzp2NitMwhJ1exg2wYJgTEtQTskWbMgtIjuIywdtb/YkIW0RCURdY2ODWndWGOtCZ0GNK7ReIDGQxfy975feQEXYo7TdltyP09jphC1DiRYHgmopffmqWXK5zUVN1QrwhpDZmMDfeeg3wJTzi6NPeAXKxdbEtw4IAy+FwyW5pdDZ0oDI/PreuaG1PuFJNv3VS3FvWx59jOaDZiCzLTKrAUKoaC60qpnPQUjN6jaeujnQhxZ/ng5Jhe7N6osFaK7t7EzoQsDdnWMcDCiOthUgWQUnpUaADsJ0k1uyTpZ49Anox+FxHKn5Qs++dN58/v/GU5NoA2ylmKBa0CVzlq5xqxdc1+RSw5BHN33PDBRc8skuFyzGn0HA5pI5lxk01a//6dk7BWiAdW0dj8eDaCHdv/t+/0/qDVOQ7QSa5Gt/J3Ce0bh3GSavZSh96okaZalhrR93Gnyg/988r1yshrpD9/8F1x26hJe9vCnc7ef+Rqvk8X3UdnSTeV9I78ek+9Bo9V29hoOOJc9w+iWpGTTIY1b0wPJ5wwHGKPY8xQsaXomysTquZunEbf0uPmuSqMJk60+7R2VCf7f1YzScAKVBcLafNPTAknuKdku+PnvuB9f/8WfxQN+7r+hetKdGnwklvuP5A5Ja52LrxSRIaIbQ1Mf9GX3pm0a/tff/6u5LaFutZqvRy7MQwEtCsdRp3K2bNOqi/NUWcXVTUIqxfxcmEvVVlaThsJpm5Hdm4TlqDUykhsZZS4CMu8XZheX4rUU54VXw0wd8vcz/5pUmphirqr5zESLOidzsrd/RxHCb50X//2a54sxE/crKlMWEAUy+YQ8GdEsCPXJR3mS8jme5imNnwVzkrrlVmH/nx3Rn7hRkE2wXIDeN6zodJhQXZMS9sW8IIFT8JRnXPs7fM+nPJgFOwy6sYWrtYU5X3MNwTZ7n/7QuBZhqlwxJlt4rNfIjW+HhKXffi4cJM76iFQh5ckoDGUi7YifBhypmpiScpTgBgnc0Nm8YhG9adBEyOJJne/emAwlVtU5+MrDryYxx5kYzHJOW0OBonaMcY9VOsWBtBzKgpU0rMF0EmliSkcGBKVA0oX/1hXo2kRv6oK9jCpRTflEy/5Q1o5coOTvzWioUO7z+nuk5NV4A+Fpu+oThuyKMVNJwnyra+PPC/z26/6Qb/uVB/HLP/zTPOY5TyODxerNH6nWo/Axns+0lXJ/qziyJXz1rjVYroMG9QRxx6watzEWmwQY1KQMIXHYKEchcdQom1aZGiW2cIfbXcab3vVP/MtH3mONGPWpqRq57PbjkynVNFsgS5atyHzORYAdo0CkpTv4LBBdgLZI2kVY+O90faD2qEQ0rUnSotKgehbVtTULcYVOq9n9ixL8sJ0KnqkeyUGI4HbeobPibKFo603spDMVJBfxrc6hqosGutZCJabGQ10dJAyh3sKs0BQXjmbRp2Q6Swne2E5YLyc7d4L1KHHmd89AEvPEIogj081NbM1zMVayZrKmS9x1SR3hxgvbqOc1BnVLj35MJRFJNUFnKP+EMKXE1E+kdUCH3hge0wRj9IBQp4StW3Rj51hbs7VnmMG+33zEU1i0Hc980++YWDnXG+omOWLOP3nf0E5tb3LHOUk2JVNJhW6kMgurVRsDtLo43zdtQrponPwQrKHpnOqkEzIpmiYDGaS1+yIeGpMlxPl+nVySG3ufhkRrkJM1IHpkmg6Nk4Pf02xxndznOe8XFsI0505kIXeeSvra/vq3/DVPe+hPsMOC9Wa0ZlUqZkUu/Zgfa9OvZfDXi/rsXlV0Od78hskpm3n6k0qgXHEa3swNvjjoweSd3OSf33NmEG/0Frf8/rv5ydFGVEaTW6+luP2wq4mfi4hDJjRtkLQLcRdNLf/xMz+B77jPF/CfHvc8rvzoBO1tIC2KpZVZzixNyLMZYTQOq1GVJleZR5ZNw3/9lZ/gu3/kl7nh9NkZ1dXkm09TnUl1d55SFVCejCzcIn+MqXDyzWouQ2JpG43335vPTBF8VenHuWiyhyRWjURuw1v7vFI3BfazojO6qdXP5IZlLujcHlKD3XylAZg/16yLy84vuYjPl35wWCfN3tgw81BdwK0q5t8sYb7jy3uL8yw/v175vqqY2RKIarUB63we82sXO9a6MDq/DvEiW8c8Etb5oY++YXXu05gLv6lybcGLTHcM+8jqBv7+4O381mf9PN/+kccyNZM3DZRzLeisF892iLlPLT7neapl9ocirQsds7Yozsh65kqT43l1HiY5MmSXaYJwCOGs26YOrNOaM4x8tEs0mtiVRENEk9KGWjBv/4mt0ZdUDU1MwacOAUZP6p2C0ZVSgCkIo7b0aYeVnuRAlZUqG430Sd3HaSDKhhSir+PeOKS10R5ltCYrT/fIExWfguXiQn0ymWOL64cHz2KQ6kveEEueznja9XHbVEPXmEVxuRgt609bDAA+eM1Hud+jvo/XP+tFaBJ+6tlPd4R3bmJKE169xHxDbgMYcpNvOP8ObSqOsJ8rY2OpuX66U04q/zuvwWbJOoiyInHQePPQJtZtYupskqVNNb2pczdqvn7WCElr61tqXBcjs7DYaU3qOQQaWoR9hI6oS0Q7o/ckaxyIs+8NEs2BkJU5u0iP0nqQ2llgjcazVuSM6zmc0Ln/EpT9nV0e9AVfwf/+wL84XcOnUdEnBjTQLIxdtAOyM9kkrPdicMImChI8H0bM03O3gWUL4y4MrcXuZkS/m4MRiW5xmh3dMo0jRG9yxmIMoJkPztxAiFPspDQOGdfLVJf8HPqNId4whFB0GFuB6SU4ztfaKRvde96DMjcwyQHJm9h/33qPyamfETH2K04HHRNxHc0EYIo2WUhuDhF8UrXwKXQMcwJ3EJtUT3jjptz3XvfmK575cM6NK2hae2Q6p0QFZXen5Te+6Ul87h3vyZXXf5Bv/93HccPmnDeoTuuRPGHQahKaD7H30ZYiBXD6zeDTvuwMkZdl9VygeGT3cxJIG6P3pQS9lD5BJ4+bb6PzetSTqiOsR7SvhdsOlqLGOqktsFOcAbXILN7Pe63XNlffcC1/d+U/8/uPeDrf/OKfoh/7+b3nUNaSl5Qb/9w8e43ZppK1IqlqwIM6cMdW+OhWeVS/J61+b3ILx9Ffswp41ST/rob6FtmxqqxtoaidQ4rlYPY8twJWvbO1mjvB2HLfz/gU3nX1Ga685sBGQckt3FJrIsBmF20EmVpkCOZIE70ojQ0M1kx0oWG57PiLv/lHr9rywp7dYxq/nnMBkDebfMK3kJC8hxSKTaU9oFrUClLilJwsMi5o+XyYbV1bZl/FE9+pCfb+gj8Ivf98OwtgvRyZiZ65+Kng0VwolII9VEVmLmd8wSxzww4HQh0RbSrLUw+8Qrd4jPj3zeklfr4LClRRpWpKd7ZtKxqQ/N6qBVzn97sdGldNgM7nI4vCprwIZX6v31etmHAPKRN9lpn9lhcmEzrFPvKQt/4kb/mC3+Nzb/up/N3mn5HRbWkLujyPGgs9Rr0BSVKl4c5CRWUBuoPonk8c+pkkGaSkTCtejEx5GiJzwSsDykf8I7fmfpTW3MghH2lHgkZOEFlqIoRI55oVqR65JEqsg7GCMqkySGBU/4MyYgnSPUoP9ARWacFqGumnFcM0MKZIZGRqIqnp0WYybmvqTBCdhtlfPuTFPpbnRfM9WwT+Mj9buWmupi2z4I/5Hs7uGuR1JzjI4cBBGQjI3OxnN7T8eqnx5iGgKFd9+Dr+9O/exIO/7D487tnPIk7jjJZmXm11XbYnjvNXbjVFUh44Jy2MhxSU1KrVBU0qj1TbBmIrNH6/xgRDUlZRObeZOAiRo35iPUYT1odk+5D/znpWbEc1PdWx2tAzINY4taZBddeLc88zkB3QEwaUeQK8kJv3BHHjtW0uTBRNR7NHuzTWlIeVgTfTkcXBjqNRd8gJjMrecpdXPOY5HPVrfvbVz7UrH2eRk3S71jx0S5MVnhK4eEKW0TyLDxWuU9h0MNhn0DbAToD9DtnrIC7RIcA4uEd9hG60dSREGDPV0QuNZnDmwcbcFTOVzqkpRUdV7Fj956K6SYE6tSmVnW5LE9F0lgNFngLprC1K1bRaq8YgeoE2RteQzRa7206Ht/5jjD5dQBgbocdcujZHkWGMxDiRJjFnLo1mQXqBovt+jx4ENLXWbE3JA8/8+jjl9tpzp/nGz/kqfvavXuJllPCdX/S13ObkCQjK137yF6Oa+M5XPI5HftFDee33P5c/eOvrHYSaG/Prjm7gd/7pj2bKeGkOjY4705j9PjlS9LRl9zB5EKdaICQaDE2fetc4JJsa5KV9ql3C3PI1pVlI10cYJnTdQ+/TurbzkE8tkw/RWDSkVf/rQL+DHVM9BYY0TXzDMx/JX/2X3+YbP/O+/M7/usKtg5NlNLQyC/2nAJMLmDPFtUvoru/nOTcpsxKKpji/GG5OZFqr2VYcn0SI2RuHxveOMOvlKi0wnqFzS4+b3zhorJDzY/7PMRnq4MISQxGWQI9wFk2B+37mZ/Gwr7on93/ia0BPua9yD7KyKUOyMZe0p2Dag3XnAs8jYG0Xv1djGeWIbHWubxE3NyYczotKTp2UmsRVK6S0bMRbFpnl33Lf0WwX0qJu8ZjRvTyOjo7e1/PdrLeo+u0CF47lQdKSy5BFyVJ+p5TmwRsCmSlYIo0/ck3VyNQF0TbaaRtc9N+bX2emF80N4Pb5qR6P6tbRasoynxspzUXmXs/6hWKBWzIv0tz8bKGyx/gj5+PRNcWpRFM0W9YdzBGJBta56PbFZsJQnQXIjltPuouMRoFeODcd8aH1dXztXf4Df3fd2+ZbJXqmgk+Z8ng/2whr42yJjNK1PrrnJHARyClrIMI5y1jJItss9m29OUx5ZCzlamVLP9Xr0HQIaeE19cQ5XfHhMDGRuADlpCR2k/mMS5JirS7JXi756Da5o8SQEoMIA4GBBYMENmxYp9EDOkeGuGKYDun7DdN0jhh7YorExigZGsw1yRxQR/O+TnG2IlQv4OI099q+AWjR/mS9k5feJVE9+bSuqQqV3Kgxb4bVH03573VRtI1bCAnNi3m5Fg1fdK9P5yFf+TV8+fd8J3EzebhXKv1iWfDrsMZSIGXAQG81fYN2cz9XhisBUis+dbCpbRQhNkoMQvINMwKTKn1S+imxkcQ4JaaUiCSS0zzzdK/Wq2+BIjDTZfNkVKVQ/Gajj9bBoB2nKZ0wgEgH16n5JD5ljYzdm4bCR9vLNHr0debob0yMGQenN+YLbc/4/s4Or3zsr7IZBx76nB9jHUwgKgVxb0qRTdsZ7WAHOAXsBtiZTAd1oOjUGRUpLCwRvvGiadHZpETUv9+BwS7OOgWcK50nODlzIavF8SY606HqZ0Kr+7bQF7V6PqrpfbGHzXtuO++zJffnWKGj1bQ1YyuqMxPAefNy7MduzUe2qVWxMK9VUA4Vzm0Sm1ViCBOx8bBD8q07epPrqWSpcVcKBzkb3zc6Q+m/6Td/mtf9wLOJTeJX/vJ3efqDH82XfcLn8HdX/TMI/J9r3sWT/uTXWK9X/MO7/5kn3PcR3OviT7LXq67Tl37h5/DZl3waT3rdc9noQCTaPRkCupDiYFZAyBtBzjmjfOX0m7XOpIYcaxC9UZiyoxczaJ1vOm3s54aInPN1fZxgPcK0hLZFtUUWE5qb5Da68/C8ns6fKdOB5/Kt3JsCh4cr3nvt1SylRcZsxOF7dx62NU4xjNYEFeBVFJa+QPlkT33DMv1Xmh0Pmwrsc9B4nk4YKEeTYOlBimN0YUyaJ+oZ8Iy3HJy9+RqH5EhKXlxzcVJQYuM5iiYbs8ZoZnu6AlouuSDx0RuPuPJD5yxhV9cQ1kYlSBYoJynY+DYmmDqYdpC09qARtdFTRizIo8h8VMXqcZRaY+2teOyoC992Rkk8LldyRkWZleGFdAMyOUWh6vZK2laNxNevnZuJomSpEP1UFdBU5zW5Q1FVWOf3mOPE66J7nucWxJ9SwsT5/cL2Z8vi8oIY4Y9Nph1Ns14iT3EkfgwRd20nW/+JlftUmCuhci5k+/d8LPva8+nYDfNDGS38TZc+2xrFdEGjWkhhkkIDZhdbIEKGWDsktSZmS4mH/9PlXPFFT6ePI5f//W94jo4icZoNUjLFhky/F+sc2qVRFlRtIYy3A707cDsXMH5g5v0nbwhyTkAJqzk26i9Tpd6sWZNN9KJEep043cPYCOcSnEjCCVUrszTRIDRBaFycaPbaSpyUaYI+CUOAIbQMskcvOwzcSB/NrnLSiZQOXfw8kqaeFCdSSu68ZKF6dguLLZaD8zupBoLYQjpPHmXWmJTFN84uZdnVS1y/kM9Brm7J56ca/cK8RpTC89jGUKOkVD/j68dOt2QYB66/4bQvFRUptt4Pa1cs0Wp8PX/sW4WNzL44sy+DIraaxGDNXmxmd53gDmHqKekrIkeqHETl3JQ4SIn1ZqIfEpNa86BuRqEpeSOcl5fsVta6GxUlIdyKTtO5CXs2XQinfFq7BF0iaYmm1u6N5BoaVhAHRJ07TTS0N7PRp8Gmi9GLguD3K66Jcl6zONXnxGKXlz/+V9mMPd/6nEexTr1rlpyOQ0BCC4s9e29dA/sRTka4rDX/dtmB6zF7UmyfJey7l/7StEwELzImuGBlqGw7OC6YXaiCUUoap8G2G18PRrNNn8SFov7s5EahUDtmiuDcAVf6Pq33BbegSw1MjSHPIc1obdYIqlPdFKPd2A1ktYoEb4oU9tV48+F83kxu2RFFC+sktjAshb4TNi2MYyC2Dalr0R2xSSzuyrZWA7Q2XvwmO9/SdqaLaRIsBmjgnefez/1e8khe+z3P5nH3/W7+9boPcN/nfT8fOXfdvE27Ccg0jTz51c8tgIqVVfZM3+U2l/G6n3ghP/hl38r7rr+a+z/vEVx1dC3aKNIJumC2DHdNjm6wTImNU9B6SminBkFCg6Zm1pPpMK+rxekpazVbW+s3Fihno8q8teUsEt//chix3yuqVeNLxdKemB2LapGWH5KnLnnaPfo+Ovn3Zy1iXpC8CdIeq9Ti9r2qaQZxLXxRnb0yO/fZ45WBc6/h2nztY0UL9N9JdjL7f7FxyBaQksyFR6IjDo3TUBwBNaDcx0JMXsS3/NGb/o7vedAX8XuP+0oe+nNXsBlb5x8fOPfxBMqu8ZL1ANWV24d2VuBk4+KCEILmIth5yTn12Upbd03K4pyCYHgxnrlppYCVit9/DI3yE2yC3/z1fDfV0wCZi5CS6VDdxFUXLlq9tqc3S7ZoxQVPJTshNxB1sZDfVyxI6SxUzm8/49EyFxFbpLiqsBBm+lHdoJTTXWsu8iRkjpabz0s4VswcnxrUeRaVWDwj8/NdPX/G8/SQ4g1uRahu5vrT9DkuUpLkUwVHlqesCPVCiABp10RYOvLOgw/xoL96LK/5sl+CCJf/3X81pGiraPXHIc0ccaMu7CLhpI2hQ4/qSSRdCHpb9+I+g6brnR6TP4las+6PSHG5cLpV+bYmVY22Pe+pUXq1zz9Gc0I8UtjRSJebBlFa912fgsx83EkZktmvTk1gbBtG7RhTYNJITEpSs9RMEq0QJJrVakpFjkCS+e/Z0UWksnecG+n5MTXwQ/0enZ2r8hrgSGiFlGoWxd1E+6nVkmBNy7ZbqpTHQv25kMKzryxbVfnbf/oH/ve//At/+KvP4z7f+d0knebNuG5QsvUqmQrpxWhZ124dR9wVB4zcOQdcAO2SwibrYQKTCAMWkqRJWYXIEZjuJdnkYVIloltUXjuqNb00Dq09J7R+PmuaptsOydKpSY7SekGgMUHM6bhrr2yyIYhRnzQHRuUgrMk84DVmUMRumktOXcDLfvpyPukOd/H3aDfOol3wv979Vr712T/GWnrLKWgylYcZ4IkO9rRmKmCFjyUvyjLArsBuQLoObRqEhWvcFgYUJTxALBm9ofH8g4xjUU0R8vOTQUPNVMow0yFmD8ntPVuowCJKYzIjtrJt66k2tZxpTzmLQqpLmb83lNcStyy3Zsrd73YmX78+Po4Y7B5PAVInjHvCZhnYdMK4Ckxti+4s0D0xas4IOip6pEZdW1XuQBKgXdg56iaj0oo1BO86837u+Utfx367y+H6iJimar3yxiHN6/As+p11RFd9+Bo++6cfwsm9XR7/9Y/gDT/8Ir72Bd/HVf1HTOa5m4vhgKzdUWjA3ufGimydxMCg4NkLbWNMlSL4S04D9DU61HWX5yT0nquU1N5fcDA8TQZ2u82xBnMNs2V/e3JWvAAmo06Vki7XAQrvvPq9POIrv5nX/OOf89Gj0z4ZmXGJUhuprW+SQS/HHvApw9aEOamzBNzNL6SZBplqQEtKroZkIDskz9BgrqeEiuZ8y2usW5Dj4MWub5yaP0B+F1lwWLdmqu6ysuBwdQNf/8Rn8+qfexS/94QH8NAnvYrN0LudW4OycU5ntKyINPqCtOuNw+jj/LgdJuYxoOK6AalHNseL0fLewtypbe2xU/lbodSUL1TinnK3NPPIVamoTvn1jyPos/3o1hSgVD1zVSjZvWX+itu+qos9tQRXiWh1P2gR1+SqrxQThY6VuXz1eZTqPVFpKVL1GcL8HjW/+2OThvw6pZgKW/fH9hQhp2bXU5L5fG9fs/PvmANXfSOfzB1JJ4VeC/Jtp0pN802waVqG+YP6wtIg7eRnVHjnwdU8+K9+itd82dMgCZe/6TfMJs+DxkoydcrhWC7WpjMqYNr3gLo9+5q01W1YFatFczDfQyqzdeHWcCro7FyRLYaDlVuDE6cydWSpnqIrSqNCo5ZBEC16hihW4I2qhjgHJaZElImokTQlYnKqSRCjnTh9SN18oCzsW71Mctew42h/RWUIfs81/t88LrYPWVf8s8gsVTqDeliYn2WtOizV8gjkzaSMlDO9c+uez4XPxE634KJTpzh941kL+UlS0PJ/+0akaurzW5L/+8+cJ0c8GYp4T+uwpWysENxdq2sZEKIKfZxIU+LcZuIwJM5q4kgTGzU/rUnUJhYhW9ZmULtejzvf/pbF2Wq2Ksw6hj1XGi+croojlpPTIwbXRpwDNihrpy15IUK+b1woGuP8zHrBf8mJC7niSc/mHVe9lx973i85J9onXQHeee37mBYTshNmZDYEZCE2fQhiPOnk1szLHMpm03PZWcBeQE90sCOWaJt2kPwZkyfn+oSdZoQmIk2ci8HJRdg0FR87F/w5ONS1ilrd3zl3ZOs5TLNeqGTQeKOTp51m4G8NZW7y3AhivqOPPTupteYFE1NLMLE4SzGLzhODUa8+To5NE4idMi1hdZFycBEcLoWjpmVzrmPSlhgaNGzQXuFI4DDAof93Ewr9XLO5iUQ0TAYw5fObYOwnblwd+nZdrV1ZW7eFoWbto7sB+roYx4EzZwce89Kn0YSG33/YM/niX/s2+8HOTUTEJyB9tj+NtrGMrg8k61xyyWQMFULnzmIObE3JqToO7uENheuLLB+p8ZC2aBod3ZihT1578r4XvTaK1mxob5TiGcjTeT/xpvdJv/d87nzJHXjR9/0c//kZjzTq7NCUxko0WYPfKiwbm7zk/eOwmffXSpAtnr9gZZE/m7nHziqCbJPskxhVmwJK1hZprm8rx6b076O13jKvy8aqhEJNSWFeEOrmIdkmKBkRd6ThaH2Wr3/C83nlz/0gL3vyg/nWJ7yYzTB5arSgISHqws3CU9xx55/BBSt5xWFrY5zpNNuH1qh6Qe395G1RjOpNthIVw7EsB/XJQzUxKGpPSlcnhZ5U/f6KT21HnkpUfP/yucL8TrYu7Gwlme1ZNXeW5W6X+XpU04LS3OQwq5uAk7XApm6CqCYJvvlJU00Ujn8ujv1iPfanbuTy5i6O/OZN5vwvfCQvGh4Wo2sT9MuoJoIeqmK1INcW8V6s0hofzzpSItnHOsC7Dj7Eg//ip3jNlz8NTcrlb/z1eRTvgrEyOi2jzRbVfWS6FElLc3pBEVYmcNYjD3CcyvVom8Avft2P8Wm3/0T+5F/fyHPe/Nu2qFaXU13INqdXbzEGTCcWElFt8rBBbfKbpNQGuJVjwkPhQmUDTkTpUU0k7UljIkVDVTQzCLNWKdMe1JGjLaxCHVyoHvFy/qsGNifZhuIU4L87OyRp/p8l1bgIPAsKVM7O/DxtHTpjG+4kVZaZMkHIa0vg5O4er/yVp3N4tOLbHv2T87W1qnfWYNQIrn9Q+49svfStgdS9DhlwdvtNLx4DHiTVLNHQEdsTDG7FOo2HRBk42wjrAOeCspJEL5Fx6XT3SUmFV+ypwkVqJVY46xJN+4VvXO6rTAGQCZUNwuD2vuIBjsGtDT2YTQ5M84Y1EkZt8026NJ0VKhh90nDBBVzxc7/GOz7wXh7+9Cc49xuzccxc6IWbK+yLRSQ1wZ7NPddKdUBvAnpJnvHQJuSo9dDUE3DQIpsFpAYNjTdDbqs6RaMaaT830VO95/g+X6hEudlurPgSe5a086KmkbmhVi1WlVtBqgWHytMTrSY63axtyJQlzc98mEGA/DvzVCNPjsTcqqCBtGcL0xBg3Pz7DOvP0yMmZQwwLODoQji8SDhsGjbjgmlcEPvWLfQFDhobBa8WVohv3HY307p1dKehCRmjT59doDtKoeGSr28JTqyZBXE2/Ehey+RyImuGfN38rb9+Fd/4hV9tCHvvl6V12qmkahKVtUCWuZOXcMlNbrbRsgAEOzHVEm+vbf8uOVIy5OLJwuJ8kypZInlP0KzVqffnCbQ4lOHhk5X7UjZtUOV3/voNXP5tP2INQ/RMimSfX0M9mbE3qqGqfZgNRIq2bZKyv5XBXV7fS9mYNayVbXQTLMxOxLQrapq50iAd2zZu7nHz7Vijn8x8UbNbQqWeL0Vw7vxzcE11lg5XB3z9Y36dVz31e/mdp3wn3/hTL7aOUfYsaTBtfLHNBaqtjiWgTXNwE1V0LnPTsqURqBGmchcfaxpk/nnJ7ifHiuBMp8lNQU1luom+oMbtq0L5OKCeZa3OsxNyQZDM7mwLyc8jseizh+3XK++rfKmq6KieIql+pnqndviiKnWzkX/uWL1fpgZhbna0atDKB9Pt31FQ4HmKofVNvkV7YubKnqeHpGB71EJgEWzyN+lcXLjdmul+nIsr2UhAZ4SmVWhslG6cXY+hH1reefghHvznj+E19/ll0Mjlb/4N1/s4f3gM0AthbCAs5+dFT/ilSdYwyGlozgDXIukQdcvHNjS85P95Mne/5E686E3/nZ/56h/g0+9wD646uIaokd/5xyu4+uz1JmRrYgk0K4FjDWb750tzEmUKEFKLkAia3LlRbHNKVrDYJAGS+IwsjL4f9TANJBU0ujDSg5w0rzcZQZmiAb7NsSyVVsqEYWYDebImVZMdXGTmTYjd4qkeFNj7JU8lwvYakqrpRHEuS1W34s9qrBFXCvVCkmc4+P3/A9/0zbSh4aE/+uP0q96RJJmfF5GtoLct1PUm//v8bxoAeplVT/mMBQe6Tc+wRMMOYzhFlEiUib5ZMyXhMFjjsRZlEJ80dF6ftzrjH8HtR0vR4Ki2tqavC65azHq6fD3DbMG9ZfhWOCJGdFbdFP6C1iYiNaWjLmaScskFF3LFU5/POz5wJQ9/6s8whSkD7dUfpyblROQdu7elEzjhjcRSkY1NQWRUBwlcyBwFGTtYLdBhx4K7pAHZ9Q80mr36JNvIcaxu5+O3VgGl/Gq55qTU+pKbckczcyG3te3k5qyawknYahjK9CBPG7S6S8q4Qty8IO8/retQvHnQHVuHx+A0kY+fxiG51rUPwmohrBaBTQgMQ0scGtKRkFZqnPlDsWahd6tdd/SxZSx6CGYsqLZNlKqyLZsvCEYRinlC1/mkwlTCUjRy2SlXtp8BX7vf+9EPcrhZ8fQHP4af/NOnGg2pBLfnetLXy/wc1BIYye87W2llw5Aam81FvVOsxfOvsqlPkAJIWZhhNVrPaeqZfpQnEBOz42DM2031M/nbEf7lg+/j4hMX8Niv+14u//0XzbarxciiOid5gFNbEtcyoJQBiwrMSvMv0QwSFXw7vxefSuZnrWOm7mZdg/y/HABHDJ5CnH8kFjsMWxyqlaFMIJJRL8poawLtOVyd42H/5Td416t/np2mYzPMns3qCxrq4qwQbIKRG4ektHk0umWPOsOOkilEuQIoZ0jZqibyMVfwXpSnebOuGwPdjgsvSch+s2hpiePMHztOnfL3WE8gtt9hvnlC+aJWaI3IsZZatFDG7N3UQuy8uDOTnjTNnvPl/FUFR/GNrI/qht465oK/NI7UD2y+OXXWTzA7Ks0Peb0hVA9WuZfOz0O6gDRCauzp0y4hHTZRGP3zZW1LXsjCiMhkHOMQih6fHUu9FPHU5+TJlyx459GHedCf/yR/dJ+ns7vY5c8+8Cbe+P630NDyRbf/HMK4ZOo73vyBqxnDLoQJkaNCozu5E/mCu11sjYUC3N642Ex89xc8iLvf5g48+CWP5MzmHG+6+v/wg1/yLVy6fxF3OnUZD/2MB/DYP/4V+jjOYm5/1t975mo+cO7Ds6uZT01SCfvUMrkmUKXAp6LN0BAMBQrTLMSUYHqntGMNUtpAc1R4t4wR7aMJzMhJubnmqO6zSo8gOaOiXLxMgvd7t/GmTmd0NDf1M4uwmsgVSkb9O6vnMq8NhPI4qkqxhbS9L2uU7PV2lwve+q5/pV/3FTUqebBls/28UUNF1dfKcetwVjrdDzSaCDQEn6EGSYg0BGlJ3SWk5gKGdGfGsGKUAzbxiDH2rBpl6JR+x+tkhLgjpFFIbUAHRRdwwYmTxvXOdIKQUbgGibvmNtR3RkFKAhwZfYG1rZ95g9ft9UqLQ0kOwUrVNMwLljzBqAqLS05ewGuf+gLe8f4r+d7Lf4aokxddskXZkba1zX4psK9wQmFpAZCy2yD7AdmHMJltY1glGJUwJFhNMDYWmjoAhx1puBCVfbTpzIksHaHT5PbFmSrcOhrbehpthGkyfnXMDbbO22NXDeRFDURoHUpN6ZgguW4U/EsJK2RlB0JOq2786ZH5uZOElGe7AV0YlSlbumtjehQHTpDWJg59B4fuJtVOx2+/W+0xDA3rVjjcCDeuG85uLByzP2qJZxPxRkUPEnqk6EbQQbLjQKGxqE6eyeAmGckSiCXlqbdnDyxywx28cVjY+Y/7KKOZbaS1J5LbRiBNcmBF7DXERc+Tcq4/4Guf+T381WN/l//xnr/mj69/kxfDtkdodN0NUpLBS5ifeDaRTnN4bc6C0W3U3pr+uelRYeb6N2LuSXmYVgWjSZY9ZTrrxov20ScHWfCPoCn4dqGz9XcQPnz6Oh7wcz/Ka5/4HJgil7/shXbhgmw9E5JBuFIPprKXZtkFqqRCc/K1J0878PPTZLCsbrIs70Vbn9jlcL/8/rMfz/+bjYN4miY5BEy848toaikcmZE1cC9sMeFy6kuN/5EbRt76rx/khT/zrXzn41+OsPICIie+Tj5KiiD7ZZOWBM9/6o/wD//nXzk8WleIeL2ppoo/X72v7ZZ0htGlet8FFc+/L9ujHkPztD7jGRnPjiwfq+BNpZmZ2wXZLkYyQlmjO/Xvqt+nSjVdmT/XfBNuwzzzROOYi1F5rbpBqn9Uq3OaK8CaolS9V/TY91evI2xfl/Iz9V+l0kyc/1VPd4EUEWYaPVkzL56dNXk6ZmpCRnMsxIrMgRYPc+oaE6WpmKBScmO+BOBdB1fzoD9/NM/7wsfybfe4H2+57p3shl3ucdGdObfecPHeBbzx/e/nB1/zciZNyDRAv+CCnZaXf++3cPH+LkfDUNlB2DX84I0f4cEveSQ3bg6QILznzAf5iTc8zVMvA0/+8h/myV/5w3DsqgjCZScv4aF/8NP8w1Vv9dtBSnyFOPwoeTKJ0xp8Ye9jv9UQ57Afs6cNMC0gXuDoTrA0XW8cDNxVC/CZFG2N0lFEk0E9nC1/TJ3H7fWEgBr1ZBbG+fOUJwE2Mjk2scv2j1kvVZgc1ffkhjEDDaUJmdPEtfDNqubcKVF5czCtV9X8V8/Glsao6oNuJY8QR2OkmeWsfhmSN5zB2TNCT2MC+gB9MtekDYkpKGOjBsjJXN+zsGv4+vf8NY/+8u/iyfd7JE9+/XNndNuRR5tkuy1psVud16+yHpcJYXW/ZHAo+8lmMT7HaGwy35eXnLiQ1/78C3jHB67ke3/pZ4hMMxZVtqlsI9rOjYRbMEswPZ/QEqQhhEDohBAkSx78211TMYzo0KJxIpGcbaWeHZeR1dYyE6R12nC1NyY1HnjS+jZzAWaYqXaa5jom6NxMFHZAfd7m9d4E0C3EzoCNZudYUGPavpHzPpktjAtC7Vx3WdhnyA5Y+O+O3a3jgbiZxwo4l4RzvXDmI4Gjw4ZNEMZxJK42xsUfxbQMmwzOp0rHM8JiQLveXJTaaTZZWbglac6/6NLMuJA8adiBuGevwWSco3Y0jUwYIa5hmGZkO0/TGxM+X3X2I1x5/Qc5sdy33xFco5rfd87k6Gx/lBx+SX48PZAwT6TcgIQx6zW00tAwF+tui6+psg9WKUW2tE5danUG+zJwEHWmlUP5b6azzno5oz69/YPv5gFP+UFe+6TngyQu/++/7ucwlrGMpnre2pRFXJMDZNkMQFNVgs4axALk5Rp4Erf29z83Vk3XOrs7VcDTv/ORuAWuSrueXoX7wGM3XwHRc0dYzzhb60xLoeL2pjKRovDgR/4s7//jF/GYX/59rr3+ekdrDg3pacT5bqNNOjBhy51udzEPuO8XcpfPeCgp1laqUl5f9djo6Sac/qrB8BOu4vQQUuXskP93RsKrAlpy8e8uSPn7S8M0U3fmLXE61lDk95dLguysNKdAl4el5ivnKYikEgNfEq85Tu9J8xSDUAm44/b35dyEugHk3/q7Vufj2PnfakS0fEZxHnsu1magVubfV08s8r9tZWucX8dyz8CyFCCdC6TcBCwdaUsCfQtDtmyNBeUovMXgGQzaehJmMtvGmBvKvDm2vPPsVdzniodzSpe84n7PYT30fM6vPYz1uVNcdPLT+cOHfS8ffvxTbvI+X/3Wd/CVv/YaJgHSGQtykzMgRwgWniat+Ol214rGUIon/+VzefJf/ppz7CmoDCp812d/HX/07c8h/Duu0d9e+Y9863/9SQ6HdVlsyyIYg52b6KP12Jn1nkgRdmcrOY0u+M9aAEmekD6/VgGhtjyzmYtIF2uWIUL5wWN7hBx7HOp7tzw7VfFfNBG6/WwoFQWjvHEDpb1ILVMcL9DmCWrVNJTmoH4O6wbm/D+uXw80EgniaTWqZn7j6bRJe1LTM6ae2GyY2g1jHElpYpREbBLT0jIbkihJkz0yTjH7wOojPOC//gCvfdgLQIUn/8kLZlWuNJZloB20OyhLSKNPkqvMogzexJmTryW/pSowah1D0nndda72JRdeyGt/1iYND//lJ5CIRs/NZnilgTVxrzQ7jpB6Wi9Kk1pEAu3QEWKgEWHRNCaHiIkQlSZpMfrQ4RAdIyk1TGGX2LYM0hKDMi4iqQ3EpoHF0hqEbs/sZafGwlenZNasKujk9C5c0I4iU1dOUZ44Fofv4OtCTFvN09xYe7E0Ldyj+gQ0J/3nPKDSkBfX+qk3DblpaTKnDQkLtNmzxqMJ1kS0+05b6iD2t4ok9Zt7rBs4apQjEVarQD8ExibM7s3Bs2e0m+9lTQ5oTwbINoNNuvdGWE5u6z1T9Aqw0tS0MaeEpcYbzqVf62yZu4GwMYCHjflva3AtgS+uDdtW+lO1lGYhtOv95nXavzdTd8YwF9pu0jEnVee3ml3I1BsTsznVDATESs/UuHVplthQUWIrXGcLONi6nar1Pu9NqvzLVe/h/k/6Pl73lF9HRXnqK190DCQ6VshnZ7xMEUtZp1HtRwWMqjv5ynkvb2ZJ4JDZYWrUeQ8MOm9Z/47jFoij9/w+6lEGW8iaya3xkgN59qbE7RHV0ZGZspLsZnVnlhvObezLcgCsHFnz0Vl2b5DO+ms12yzRRErKmTOHc90tjkAUXgLbO/wWt7/evXNDYD+rJbwsD82ru6O4HOW7qJ3tU/OChswCLm866mTX2W7V0VVyyIgUEZh9zbvR8qM+hisNSv5yW26cuRA/NneqH9DCGcnnoik/Xxf58/ek6uHQ2Y5WtASIydZ0of4dsoUcKcevQd0c3PR1y3fr+ds47LXC0Cljp8hRsAlDG9zJ0QvaTQeHWbPioSyNj4tHX4yXAZ0aZLNrwrQhWKNBmq+RO5ZIUs4NR3zNKx6BDg2admDRcEYT9/nd3+eC3c5sHzeXwPpiiNdw5ugj9twtdiCcRLI4WiZr/pvK3rdodd3NR9Wfrfk+EdcCvfQtf8gr3vandBJ8RGzfpLiveszUDb+/fbzbhZbnP/SJvPHH/hsfPTxT7ovXve2vecaf/JY3TxGNI8TGef6h2HWW97LlypKFbli4FZkof6zon0UPlbmB1Ld5RUupxNDldavNLNTF/LHGIDcOykxhKW9cqmfAnp973eMefPd//nqe+Mxnb9Of8trgb2SmR34s6mB++a0O5bw+jhIED6MMPlEO0QsRiSQ+ijZHTHFNagZSsyZyQNKBGCElIWrj9q35Xstrtt3HV57+MA/8jR/hiu/+NdCGJ7/hRV7MYAJLD+ETRlSmKiNndhxzbNGLKKfnihcfmXaXp1KVDAas+Ljk5EW89ikvtEnD0x9PUheT+rNXMhI6MQvVtoFuYcwhVWQIhCbRxgVtaFi0HV0HXSvsNkobleVKaSZ1Rk5EApaqrkpUsaiFsGLVtAxdYHVKGHcXyO6CeEEidUb106MGznZmh6k44ixIDJ55EZDJND46tu7yl6zR0Gr6FmQu0LLgWpmLLDyrQXNq3S7EXUeA6+ZtNDpYzOKLpnqeOndQW5iL0mJhdK7GA/GC/ZFuOdPFPg6Oc4vEuUXgXAtHq0A/NkxNQ9xr0WVn9LtNC2EH2hHR0a5P0b0pshjR/QFODXBicstwkEnt+uLoda5rUmOhEdrMIaLdrjdrS6feHkE48CDOuM2nz0tuU61LKuailMPcfJpcrFeFmTKlri0ag+0LyYXz+T6R6A1MpYtoM3VHizPTlnbD9zxtBFn4pLKV2XBkqGxrqRsHncEiz54xS+L87M810duvvpL7/9z387on/joEeOorXjLvF8ltvtVrztwEFEF5RQOusNmtxIBiskEFcvufYV6XJDd4JUA2P6e3/P67BY3DEmREcLu5nExcRE4191crkWGmyFTUDFfsP/KbH8zpswecOzrtjindfCNkcZpEH4VGE5WmXBjHsulLhmu8y5PjZyMXDFsI3XZFIaXtyUm5lIJCCq1Bt2oPO5rqddJcLGxNGlL57cxbkG9QzdxcSI5Xt+bDMii0umvzTzaO3mexZlM+l2SbzEL7cRvBgn65na2G0jDZN2g1hdDZs7y8pi8khJkSkn9O6sahFotXxVmZQAQXgOf9ff5eqYTtNxGAn4fHhUewWgqboEz+XqUV4083oDuNLXLBRMWqyXQQjaCpQXpf4LMybNqzvJqhhcH936WpCu+5kY3O7ZU2oU2PLA6JoeX0xqccq1Ow+RTLk+AshBs9FfMi4A4ImZzscI/b8SHRGvFs25v7F1JxjcDvBA1wMB7N102rQjq17kbhftUqviHZhOyhL/opvuKTv4A2WBO1bDp+/hsexV7Y4Wf/8MU26o6ObKXJdA9Z64RAG+ylOl/EW0U7RVpP18yNf954ihlCHYKj86Qjj4xzoZMcKS2BRqFsuLbRJBeopXk9yBqpY310MU3bolNm2qLw6Z/0Sbz2uc/jOb/1Un77Fa9y1yxKASyeEFpBBtVTMf9t1jHVTcn5fazV7AnF8y8kedyIc69VzqDhkBQPLCW8iSTpLc8j2nlJ2vh+pNWnzpoBW+fec8OHecALfpTX/sBzQANPfsPv+H0wzBuvDEhxaKnvkWzakNHJqnAo6J0WcKlsEn79Ljl5Ea/9xRfyjquu5Huf8QRiMuBMqITQjRcsrcCiQdoG6VpnwiWaCUIfWHjjsNc2LDtYNrDXRbqo7GwSbbImQtyYJIWANmo5lShjWtN0HZtlQzy5gAv20FOCXppgoUQJyOnG9tHedCLmsCbQuUWqBtMeaUKm1s99mvfm3DTk65DNAVL295/BMtHWRNssrMaIC/8dzm6QNJvga96fZp2iZIhYOqTp0K5Fdr1xaJx6Jq3lFNwKXMZu7vHRHs4ROAwtR6sFQ1wSFwtS2EdPnERpTNew7w5gY/C13c9dMxklaTeZduY2PunNWQJDZ8Ws2LnVaWmToTHbFzdOs1XoggWPRrcvZonKOUtFz0npNXWvmZ0oNbqz0piJHsnLEDFNS+bftb7+Rez690MFzJgOp7xOdupqK+Fx7kHr3AkHnHShsCeoO5cTnC41iNG88s862FTyEVqdyR8Bs0sH+0IzD2gkwNs/fCX3//nv53VPfBEfuOYafu8v3zA7mE0zJXUuJ6vmwafTtrXm7/VJmwRff7zebczmVUIsoLG4tTNd8pC/eQ3TnPdwC49b0Dgooh2qu160jtXmV89Zc6E7uoOMzoVJ8hCpJvIj3/L1POY7vokHP/JJrPqVoYR5s0z5xDkHOLqFVBK+7SH35dqPnqneV5oXEkmVG4NzxcqGW2+kx4ti57OqlCJevWLaLvhDuZClWCq5CMdF2lTNS6q3s/kQc1QRUUe6oheKx4cmM7I/TzUyWurBfFUmg1TF+3Zcem72tPBSS1Ffft9xtFJK0S/lM1VoUJloNLNYMzcS+UPULltk4ffk5zDN18ubJM0cVnR7YnKeHZddq5zt4GhPGadEyvzC1KDa2F4XeqQdzUN8Ms6mdn5Opw6Z9kzDk3ZNzBcdrU+DOQw1TTnvkhEgYT53TY+0ZyF8GI0rZFrCsA/DBsbbw7QBuQHkwxDPIs0C5FITI7LrusOzaFx7+KK5TEgn5V5ktGmfUavasihmIxTJKEyuy1O2M06lYLAQTy02dv3Q88dv+Sv7hzFAFN76nn/lNT/1axCFn3v5i90LP8yhV9JtPWPSiY3jJRVnDM02fm3VoJOQKc2j8jIGlvlWLlaZVqfc9Ta35zPvfs/SEAzDyJ/+45uY4kw3tEFjmJ8VddFamoGI0kzV43YHVz77nvfkU+56d57644/hV3/nd3jmi39zRqv8Z7KxxFbTUQrUbXG2+MKhfr/cCvoG+il/3ohMHowX8zoiMK5QCWhYl6lSDj5SWnseQvAlJhhoklK+Ma1xaMx68srT1/HA5/8EV/zAM615eO1vzsBUnmwzMMfKVmnd3ihLlxtFD1ZKapqlaAFOOtpelfGSZbvgtZf/ugmhn/Z4F0JXS16XbVetbmbPGDssIJAIKrRRWUyBLgn70rIU4WSj7A2J3aPIXjvRaWKnj7SaaDPCqOLnLqFNYmRgkoazbWC1bLj+wl0Ob7/m6LJdVrfrmRYjSE/6kOXQ6I2dF+a+ZHdzpoM4Aq2WDW+AktPLtHGaSXD9UfLnd/QpYGxN16A7zpffMyo0Cyv+SFZNhsEaiDA5jSo/vFn/5Z71oYOdJZxcwMkl7AWnoDlwpktELjmvjTZu6XFw2HG0WbAJHeO0JMqC2C1RWaK6MPEznoIsnmuQQBqdv76LWf0uA+zYGkzr9Bhp5lRpTthNqXtGTYrTvMcHpUQ9q1oBz7AVSFbciepgthq7VSmX1Hr1TCufHYHUQdG8hmrhN8msH8w6hEBZJwtmXSYMVVnWqjG5FmoMgWzdnLOBMi0qadVwHKPdZbPNLUmnTSZLJeW/41/eeyWvedOf8cm3uyusfM3ITk11aVrW+GrfCNVe4ucrOylpmL9H/DNnH4hM4xLXXdrnzFRkr7GLQ9PNP26BxmGByso5oMnzA/Kndd4b5hlvHrGHXojjBa9ztTRx6sQOl//ww3nSC17KW/71ysKnJvoiHnad5+gewzFCDNzz7nfiJ3/wm/iP93/0lrvLPLtptvsBSb7w6fbEI6OMzKgQkjmBFcotk1+o3IhYMWUcy+he+AujLeUHKXeIpXSotBFb/xaroDbPYJa2QvNzg+Lp2xrmKUCtLZCFNQpZ1Y9491mjZrkIyWnBaVv8WdOlqknOfMfWYug8QZnmr0k+H3VzdkzkLVVzJbpNbCz2ehlFYl5czuPjsnWiG+D0ACuEsUn+EDaI7KBHyTzgj9RHhv6YdGHO0zA/V4SdogU0I4KlUYqSQzHB+Koig1F2QjNfGnrQMx5MdQFMu8i0hvE6mNZW2Kelj40HMyAIDYQ9SBdDCkhsbUIWN7bw56YvL56Tu6pIsk25IBtVAE7dM/qzboum2KMSwywwK9Z0s6L1Pdd8gAf+4g9zxeOeBwl+9r//+nxvhhYJbaFKkKdpYeFGsNlrNYv/mgr9rUPjZb43M5IU5xE5E3zW3T6Z1zzt1/ngtdcwTYai3v6SS/n7f3krj37mL1TPrTlCnT531huSOTFaJc1LUZk2zODBt3z1A3j2Tz2ed73/fTztxS/hef/t9/y8HbdRlrm51vmRuclkT6u1rZqinu9HdHeBWuQ9C5Ipyd6FjlaWfSnXV0MowvbZ2tOmphIaNHj4oUy854YP8cDn/xhX/NAz+Q+f+Bkc9hsQ4ez6iMe8+tlcd3hUgUn1XpARumoDb13jgN87VOpsL07ufLvL+MQ73oUv+cFvtpyGmurWVHS7nDm3BNlR0/imSBOFTmFHhUWCfVWWAieisktkTyN7TaQjsRMTDWqNQ9A5DJSESmSSxCQTKoFOGoZg1Ki0VKYd47nHFAldIDWGDhiymSxfpq0mcPmNq2sdUDRsICQboFZFXlXFeIBl49TLhbMMOl8LfR9JkwlsLZ63JPrOeJ8XiurgVOtZF3sNcqKB3dau/eQ0qLQ8NkG/9R+HRx3rZkEfFky6JC47UuqsmY7BmVwu9PU0cEXdISnZvbs3Nw6yCEVcW6ZCya6TcgK4EPSkTRbYeN7WunLBTGhybV7qZ8MA8cYYmSlKWu0XObhXq8Ib5mekZo5s6dt0BnIL4Jyp1Q4a5Tqp0Earesj3r9KwLyvBcar2hTqDJVUTAGE76yfNEVdzkZ/BKdtXPv8TP52HfOnX8MO//BRL7o6Y7qA2+zpuPZtpV031O/PeJfM2WJ4NzVo+g40l5JPqa2jjgvPG31d5nm/ZcQsah3PQrE3XoNFsqAp1IqC+6tlbHkE7lMHLwKby3W04txp5+FOfwbMe+UM863dfRZyoFtsdaC5xhHEN6ZwtJDGyu2g4d3DE29/xXrfA84rAVyp1p6PtDTPedMG4yShfZvEnU4Wq+ykqhbjMVnESq99RNzC5SchXI2zdzDMOmpuH7I4UHDOcfHrgmgfJD4s9AEZb8FG3hrnvKXwI59pr3P6MW77YoWrD2W6kcuku2w5RRgGb5iKmph4VfUk9camr/gpBLOe+2TpvyjRTzLwA0iK0Pz+PizUSk3AiBW5ovOmbPFwntXZ91QHMmNEWp8U02Y3Hreu6NDeqmE2eakRSD9L62cyCTssf0K0iczC9guCbsSDpw9ZQ6JH51ownrNBu3MFMRr9+PnnIK1FUiFmQyOyokadIWvFEqW6zvIAzawOKekAymqNbd0btcqYIV37kgzzwF36IK57wa4Dysy9/gWVIHAcGcG548XutXj9vmkGPP/lzQZp7jUlmo6lR+ay73ZPXPO2FPPOlL+HZv/1bZZO7+IILeNVzn8f7XvM/b3If/O6f/BE/ePmTSO7kVCYN5TmXrTXgW77m/jz7px7PQx/zE/zFm/9u3qiSzGZbBRiR8mzVj4IcW0m2/6VGT87vI035mgZDlR2coeSU+AlxXZyECnVL8znS7Pa3GA1Z27eQN02t0eNSMjtOUd5z+gPc91e/ny+/x+eVBvmr7vnFvPQ7fob7veCHCjAjzNNvzUgg23RUcOTRgVaCucbY5EP55LvelX4ciGm0TTvzrhv/78Ib8D0s1O2kIPtK6CKLsWcxBUtxEowAAIkzSURBVE6IcGJs2I3CqWlkqXBCErsxsTtGdiXRCuwKltQe0hxi5euDyFQE5PupYRMblpvIjX3P3tASVFkppE1D7FuY9km668/+GtreHQ99LwlLVPO0YWGhkt1gn3Gnn3GrIVMeQxWet7T8jMIN2fHCPpktbBghHUHoDRRprNBlx6c8QQwkMTs7WAS4SOF2DdzG9RKphdUupJMQL0B0f9YEfhwcB+OCMS4Zg00bUrMkDY1ZsI5HuZY3zr709men9ym2p4PvBNhrYdEibWsUW8UMPNrJ8y+WwEXQXQDLfdPJDSfQOEC0xHR0A6m3tTQ13kxnunnVJNdBpSr0aeCz73xPXv6Pf0IRIitV1gJ2zaKtB8rgCexYfZOnu3lyXCHss9tF/nottPZO5YSyuKjjktvdhg/Ha+3zTrlhqCinvT3TBg5QJp52X9saoaU0ckB2VC7av4BPvdMnQlQu3b+A5z/2yfzCrz+fV//hn85NSUzzfiVVgrpUDUOjrjPKS5C4eYpraBtvykI9qZgptaX5WKi5He/4WuNp3SXd4BYct6BxOAJZFytJyVMGbYEdRHecRbCyQl/xIJeMLKrdVI2Fhv2Pf/gnTuzt0rSJacyc/Ha2UCsIT75ZhM+916ew6UfK3ZA98tGqUDfOv026snI8zp6/hWORd/jZ69cKpc4347FC7PPvryk7zvdPeAHm8YelYPebOBfsWw5EM6IlOhUAVHLipX+OmrFrPx98yiNz2JDzRlSMB27oaxY9V4ik/8YZmcxjrZtSGqR06jNCIBneLl12nqjUypq5mCnlTKFyaEWx2oJOnWKm1fn286y1+9L5d1yA0gc40QbaxQKJAenFNQrukITOoSvuKCIxlNwSGhcf7oy2GYaEjhOiAzKNJZzJaoAA0iIhmpjLxb+astAyQNMhYcftCD+KyGngnE2J0i7EHQjXI7o2/3aSX8ud+TqlCFM/201KBndkNrmqb2NmNCj/W6mTg9uiFsu4Yw1HJT3IP3vltR/ggb/wg1zxhOeDKE955a+7VesxV7Iyws33VV7wc2N87H16NsLXfd5X8fhveARNvverP3e87WX84gtfwK++9KXzgq5w+qM38uUP/Q6WO509H8E0H7e59EJe/fQX8M+/ewXrzebfuFNk6293uO3teOhjfpK/ePP/mjfMWCVMl/cj22+ung5CNfGtzkme4txKDvVkc4PsRt/wg9837queaUGtpYhL7s42WqZEkhoHGtp5bQ+N6YkGn4xlcwtJXH32Gv7bP/wROYzsytNX8aJvefL21DTf94UiwDxtyEtfRlSzSH/S0uv9x0/5fF7ymMv5yRf+0tws5MahFSRTlDpDfmVhDjZtgmZSawyScoEG3+/FA6OFHZQdEktVlqI2yFSbUTcpN1Oz6YGIoY8Wtig0amHKejYhi8gmCM0iMPQd4/VL9HAfpn2UQFpkf/sRjS6SDUsv6lo/h8lpjJ5Pk3IQpswBc6luhjOYlWliGUgZjZ7UuNA11wEZyAqgS7UJvyR0ikYf21PkZIILzD3GcL0OdBfRUzCddC3Fx8cxnOiIoSPJAo0Lyy1B0WkDo+fkNIouGmv8GKx5aCsB8aKDnQ4Ty5wwzQMjdEe29w6daUOa4DVYRPZbmPaMktQnGI7QuIHpyHUti2ril62Pq+clZOc85bGvfyZXPOz5fOj6j/CCv3iZD0sr+/tsKVzWwnkdz4CPrZn1nuDUprx0TmkGs9Tpc66l37lwycu+61l88Z0/m6//H4/ije9/i2U29N4kDEbZK+Jtzc1M5bSUp9aTbC3Rd7rwMv74mS+ma1vGcUJVecpznssLf/f3t32jt8gcOjdWZSrpzddYTc/z9MOJ+IWqRDWNyb+v8XOaJ3MHahOWfQxp6P59/fTN/hGVafaAL7PIFthDce/lEJ3fnOk4mUc/lSJYnBdXRih5ZBQzJzH6BjKhMhS04tPvcSd+6We+m4d+789XoWwZQfeMB9QpTtsCac3agHqmU5BaKh1D6/SgWNmAZg3AcRTPkb18gVSL+4mWAlvmz5xbjiLqml/P/jE65ppfNzpAn4vuGXnMExL79UV56cXVcYl81m04NaZQKIK/H/ych6rA0fkza/WaPgXJ50K9QZH8mecnwP89NwupaiCb+ZyWqrEeSWbnqlwj/jva4f+Pjn3h/9fen8fbtlX1gfh3jLnW2nufc5v34METFIIa0pRBE6MV/SRWTNRES0uTmFiWTTBRIxgl8VdSNqBiUCRq2QBRFLGJMfmV0vySWCoYRSCJil3EvgGURoH3eNx37z1n773WmnPUH2OMOcfa9xre5fczudzfnp/Pee/cfXaz9lpzzTmab4OLiXFpnbA66cG7DnlrVbV9gbgyUleU48AFxJ06TpdBIXndSqtCF7a6UKYM7GaI6CJPZ2ZZD1aoDq3U4C0FLLhMph6yBpWNyjjSBpQmCF0F0RmAEWSwOklbgB9Qv5Q56ePUg3gA+NR6rrMl1CZz41Wa7iDYrslpaYg3jpmDO/gGaE1VUTZllpHibQWQ4HVveyM+4euejB/+sm8HCHjGS749kFF98zN4nt0bAgsw3d3TF/ICyEyQGfjbH/wxeP7n/TN86Xd/Pd74trdYe95IgfuCK/dfwy/88q9b/OidNtS2737atySQBW85fys++nM+E3/xzz3BsLixs4jGs/JWeQF+/y1/gNf9/psatyKbsV0xwmidYbLYFD2h91Wrdn/8XJI0t/XIqbidhwyhI7nXM53Y1hSXUVTGNPUCrAukM0KfX+fJDEqF1KCUTdnPNeA7k+1FaWuV82+sC3j/9h145MW78df+1IfiFb/zGg1Wa6WSloGCBSLSeQfBlrLUEJgf8Sc/BD/01OfgqS94Nn7gp/6dwQMCqrezhGEF0ECgDamhJDO6QuiL4LQUnBbCXQKcoGANwhoFHWmavyZARWQtcQBb0TF0bl1+nwTMxeTQCZ0IZCvgd2b0mbEdO6Suw9nIwLUB+doFyHxRIT/9ZJ5re4X/lARJa3Pe7p3ABKTeqtmpBTe103AIwYOzwm0O2DXhEUgjhLPFCQdiBgnAWoUQkAQ02vp6AuCiAJez4scnmOLSCcCXgd1djXh9B4z5tEehDoUSyqwdWUka+IvMbX0cknUcRoBHvYeSKv7J0AHrE2B9AhkuA+utJhlpVGWj1AO9kd/zBOS9QWYGVQHsBv3bZLygmVri7/dNTRbswAO37LV/8Dt4+g8/B5/xIZ+A5//kvwnfzp6cHX5EbV2TVmhxIaUaUHs3IYZAFXAidUv6sD/9Qfjnn/rFuPeuh+PNZ2/DV//it+OlH/OteMPVtwAFePD8Oj7/+5+J1115oxG3DxITD4ksz/obH/JX8JWf/QXoUqpH/96PvBcvetnL8EXPenZdp6ra/2EhYgFDjYViaqFSDuemQrLsWy14ds6P84Iftfdi0e8zGLr5BKYkdevz7xY6DsngD47tMgUWmQzH3BlJMrXJQ5MuwJV8oRCnpsRj1Vb3w8hZCWqpty+c9NtJxnvdcw/e+Ja34yde+QsWnYTKRQ3MdWKStE20LqLgpkGN3KT7DIJBnpW6D4ThJ8k7FK343uJ0D5ItwBW7WZqUK4XAXdrNJKRLvU0UfS+2aWCYUTIoCroavDQfiObH0KyT/G7hg8XZu/HmT2GBezOeogM36nheA8/AP7cGRoH8Q0lxq8gteKrvHzJ+X/wr3NDfIbqRS/j8SPq+/UbKCcOccDr2WN/Vo1v3yJkhk6BsixL6TVZYOgL6TmUWEyuMwit0vZ476lTpQoq1YfsEjBugWJudZ+025HOruFngU0ThAnwBSBeAdKpVNpyruoLL6OYzAA8C3TVVvCg7q+hYBZE3pkJyCtAehJ0Fb7DQxD8PIXOAatEjVIWqChnVhEHYoIDkOFrDh3vFNnY2hECp4HUPvBGf8H8+GT/8xd8OJMEzXvptLXrz+dztbIEVdeHMWrr/wMf8abz5gbfigbOrkJmAPeFv/8WPwbc/6avx95/9xXj5L/7HJtgwmXrGOQFbAuUGUalJgy/YiIuyTu8H77+Gn3z1T5v3DLfGAAwTTwaHqqQ7qYlJhW9Y5YwskY7KbRTvHfGKOzW1t9qps/vcOU/vEeNiK+aQQei6oNS2HbXw0jNwKqALomZ/2Uj41zqVnczKf6FZ1Ddlm/Ve6Wagzwrl5KzuuCKtSmdyjb979Y34wn/7tfiBz3g2Pvn7/gl++vd/yQ7rYC30Og6iH4gRMROAoeBD/sQT8ENf8Bw89V8+G//qP75UnZ/JOgymoETedThRfD5d6pGQ0KHDhVmwKYJHFMKFAjwsCwZLJkjUMK9nRm98x6HTfF6b+QSadb9SJTctQLmcvTZriqLCdgUJhPXImLaCDQNbKbg+FpS9qiLmxCBeBWK6s7oHNegzVUOBJRG5126rdYIUJ4+W9Kcg8e3deEGThqZJ1znfqk0hrQZqiZQ8fsqgvgNdtSIJb/Tztnt1H5YMOrkMGSbQegRdH82s7M4Y8+U1hDpNGDI0WcAM4UlhRl5cOYEmDTSpQdtaxSaEe2A4AdZ368/mErB+QM/3vNfu0aiwWxr3kGkG8gQZ7jbIadLEnGZVOODJ5HVnvS/L2ApOnRiUR9clCqTg3XZsyUQkOghBcgEZlMdFI0i0yEITBXhQgOlUClwM2GxY0vDSpzwP3/Sq78Vrz38Lr77yX3C+GvHTV16Le/FwYAd8zCM/HD/6+d+Oj3vmk/C6t72pxqeRJ5dKh0/+Kx+FR9/9SHz55zwZX/Wc5+ANb3pj/czz8xGv/M+vCV0FjUu9I1APq4gpGAauRk2EWoJUE4tawTj4Yov1/qCY5DEdmYIVN36H9Nbwu8VxC02Kodm782wSUJN90Uklu8hIwubSJ8WD0Mm+ryUVqXkNiBtvcFHmd5khvDf7+ZWdoy0eec9dbROm0k60b6g+V2qr3qtzZGRV/8BSH5V4geBSpe1EV236mh/U3TlSAjQ5WcCCAlOlZoMB/09of/dqPqUw100my3sn1KrxtRtQ1WW8+8NtcUY0Tsvhs6cFma321EWTnvZ9Q/Lg/hWm0hEBcfUUSGrPlRLqzNKSPP/OC24I2ufEE11/58XtcfsNRhLCRoBNFqS7Db5VSKUMp1xbj2SScqAO6HsLB93ddQCublRxKe9VhjebzCCvVTEk+esKaBxaSx87lbKUTqut7i+QVE1ESYd9W/nouiH8NNCGZK3uJQ/GV1XCUnkudvxkHSqXecuwpNMXwVjhtnvHKraVTOxQhXa7taQ6qm0Ejtvv3v9GfMK3Phk//E+/HUSE73rVD4YKJOn6Yfr/GohnfPBj/hxe+I+ejde97ffxmf/if8f52Tn+8vt+KL75856OJz7rqXj5z7+6KWh4JyTyNgpqN448QPdKE4zk7udmslZ81uiMiJWQ6DhbQBORTA2O5LApCQ7U0mJ+1JTF95LSEuggDd1uDi9GxH7H4WZyew7CAKHe5lsBpaxY3M47dAaN7YoK75yIBt0zmdJmMrMrNihnr1C7LIDMCs9Jubb8qa1K1uikSrz9wV97Gf7SYz8Qf+cJH4WfftMvxjpJmx83BCTebUZN4P72B38MXvLzL8P3/6f/T+PkesObLYHoyAjRClGigZGE0eeENQo2EFwQwakAJwXoiyBV3rUgiRoGJvPn4gRwMsljUr8Xv/ccOs32e4JWP/sskEm7O6cg5JRxwhlTKegoY0pqrNdMvwYNCmPRrsocWwLsalaZW7XY95m6N4VzIv4ezoH05LyZM2q1ORT6BlMCGhjYpSYyYV1D9Q8wFaa+AOsZmObb2kz0VofcBZMnBkR2pjppHM/ezc9gZqSkEyQVyEC6N/QDsD4FNmtg3QEXixa2eKPxXJ4UqrMFcN8WdE6QcQTSOzUGKAlYZ/Xng3FE80q9iaQo9yTNmsT0XrgyOO1s82M02ddi3MAu2yU2uGlxlTpX0Gprptjfq0Q5lxb6OQnb9V7svvywP/1BeOk/fR6e/iPfghf+6kuAy0kTqcL4xTf/JnCNQNeAH/uD/4jtx23xo097Pj72S5+M1735DXV9llnQjR2+52lfi7/4Zz4Av/OG38NnP/XL8O9e9ooAl0dAxQSDSJjJMCEUYeM6HeJBv7/in6Sp5jUeW/gMHyH+rYiUWvH2JLyApmY+eavjoScOpiUv0ts88azW9c6dEGxKFtRbpSDXqqifJCrA5QsX2pdMZmsP1uSkeFqkroR/5v3fC9/8jM/BU7/qBcuTWpOGoMzjfgSeHtTuQARWI3gsALH2Xauz7Yu3xMQD+dptwOKzyXd+aj2GA9OHlvQgXNv4D0hTXAKWE6x2E3zCkSlYHZD1FtK4hws3XMOpfXh02a6vC7KPlpAJXPWpMl/tm+SmlFNTr5i4tUqCO/7WAMfVbxaEdQmE9Cg5cHsN9WsirAkYMiGJWtbTqkDWBdgVxWGzQXUoKY8HZozo16kQZFKsN1Ex6bmirXXqzBupACdWxTtzTfJsixmMWDiq/4FcA+iKYZCdY8NA93CA/iRQ3gIqvw/IH0KQlehPYv3L0gyWUtAFllA1dbU0RwkRtxZpzUd9jrPxK8xUyEyGauUdWFZgxGAmHqQR8Ltv/318wnOfjJc8+VvxlI/5jHd5XbbjHp/zgi/H33zCX8HPfs1LAABnuy2e+LVPxctf8+pGQqudyKZWQbUbR7Xyr8cYFnhBcGoPKhjFYFTFS7z25Nzw3jXBCQ7DWnHzz6BlAeAgtV4m1jj4iycb/tt7QKCU1iA+0QpnlyCbDDy8gC5kYJ1BVwGaJqQsoJ7AfVJuTybrIjDKwBBJEEoo0hv/S7t8shJdYpiA1BnCU1qSRQ1uJARczWd4/N2PVRwwvLsuVeoW0hpetTk6mUSrJ4EEnI3noCF2JdDgSoMlmR2DTgBeMfpNwrp0OJ0THgbCxSx4pGRsBLjkXekCZFHYbceEnggdM3gAuCekBPBISFmqdUk2DwWTe6+3pvOm05TRC+FhqWBAwfX1FtT32PcD8jZBxhXKFQKmDpg2kB1Ao5hAh8GKy6yJyn4wiFEKymmBzC7BsZtYA0vfr2lUyGWxynSFWh0UyjoAF0ix9l0HnHXA3CuJ90oBtgLqOg2C7+pA6wLwVmFgdOeQo2VQqJEk28tNrUqg8CJNUguoz5C0V/hRpyZnMnTAZqXqU70A/R6yKSCerHg0KLehs27BfmdeKzCC8tYM4fYH5fDU9oBi0DOHopeY5dpzS4MgyWRwTvNGqCFMDHukVe8BjXPEidTmKybshR57CgPf8Olfgn/wP/1tdJzwRS/+Onz3L75EJXszq1dDMcW/M1LTwzPC07/7eZAReNmzn4+/+dTPxev+8Pd1S5w6fM+XPwuPf8zj8BGf8ul4x/3vtCJFu/fDVVoG9R43SttX6bAQQeG19fk4+KMsP0gOf6Hlv+t+Fh/zfejdg7Tewp3kch+e+SdthUkgUDoTPZCaMNtGyq3F8sjLl/F/fcVX4vt//Mcx5Wwa7B5jEChPRprTNtQT/vRj8fo3/iG+/4d+4qDSc5NvTB6VxMA+Yuk9gaCWgTnRGho4NJ+DFqD7sbdP9N9KwPUdysyg/r+6At5QbTe4UCWPiilDyU2CA8+kw6S6oSYfFI8q4fgweYmgOQtOws1Yr7fEOyEmI8HvoUpAhmx7EbzEtwgqPaB2rdxoLxxj3dRv46ppx4TeCl89VASEpwJCBnUZ0hvWltkSB5UeJOGmmNCptwmhA2QFoaykfsrmhpq0anRatEU/t0SSYFWXCWaAc64b/MwQ2YDkgpmnQT87PQbg9wfKo1UwXgDgLXrgVII2OrWigHfMitRbBWYao9MjepkcKN4UGAzQFstJGlEyx2IC2n1WK//hujPwu2/7PTzhq/+XBRxKqNTnkkv1FarSmC99zcvwpO94ulYhzxkyunmPB/wcEhyxryBtrajdkeXiWvkP9j4NGim1i6Ea+na/OJeh4CBBaAu4uACBK57ZIk9emJB4b6JVblErFO3xev+9GzvCf+NBPAC01kIT632DdQadZuA0o8t70CjothMSGDwzaGSlQ0zKXRAWNSAGKVSQGEU0mSjSmdS2NLUWWCFErODlSk1J8P2/+u/wI5/6fDzjo78Qz3jF85qyGId1UBo5sa7vEprAsV4TYmAMpmTiIkIMcEdgJvSiXIUNFZyQGHNQ2YMDNQ372dbJngQdE1In4I7BHouTwZaKJrdUO+VSvVqZ2u7CAJIQVoUwC3DSZZyvJ6xORpzzCE4JdFU7ljJzLRKS7BUeU/amcV9q0q/mjLE4RkFu1YLGSqAVM7qM+7KP1PabmOyBjSDiYiLWdZgD9zINBg0TEGUQ70F8+xahbnVI10P6AdInc08Tk4XfAP0FmwTa1qX+KpDOIP1VYCWgkw64PKhBKU3W6eFQ3Os1eWAGdQJcZhXsmEzlrJwb1GivnYni3KoUOgMO5xRLGJI5MpPCdTkpzKoYVG0012poN069QNDWvhKmiEMFGcviTZJQsNGXftPf/1J81Ad8OD7q//wsvPXsfrx1d7/eg8LAnhv8bWTQVQBXBTgTyF7w9Bc8FyTAj339d+Jjn/q5+L03vxnf++Vfh8c/5nH4+H/wJLzjvqsBOXRQOItx3iKEsXtxAbX3px2s2QvYdov1blzV5aATGguw8RWHiYQrTN36PnELiYOfIVsJiwXp4rr/s22AGSS5WVtzNr6DyuldWm/wn77tOXjlL78Wn/+c59YNVyo+TeX5vDInLPhP/+W38ax/+mn48i/6VDzrG/+VXaQSl76wwDjWgJuOtUU87Xc/h8Wewwcrvo9Qmol/r/4HkU+QjQQe6/mt6l+JyFYp1se6KoEpdTLBCR9BLz7sSBQCj0rc9gnidoVh4izUnPyrx2QIIaUvZujT0v0Iz3JiIS1uCG89t4rschqWeh4bfInrd9QL3UhFfk0lvv9tOvqO0PW6eXfI4AeV2IydEdS6DFoB0neqdkQrrXqJumLKAGBdgI1xGrISnLUaOQFTpzKTncrnKR6bgRMzzyPoYp0J2O5B43XIfga2O2B/BuSH6YLLGeBLoPQBkPQ4EP4sII+C0CUAr4DwFRBN1rrITRmMOQTEJURGvlhb0otlQKYtZpO2q4t9gexNdaYqHFm0xbYM+Wd5d4KoBfIgM3yz93PXTDpcNOPCTSFI96SGQ/Lh09eD+BLu3JA8+P3la0HsCMSg0gnZJSRaCEW5Eo8ptfex+6baVZrIAsw5ng7XIbrhy9agSvwaEIV7//YdxCsInYJopeexz8DpBLqcwZdmdGWHtBWsxj26KSHNCXzGyknZzihZUFJG6YHChBmMQglZEkrpUYRQSKFjYomwJnSzQvXKDBRVoSECXn/tzfj4Fz8Jr/jU78OPvO5VeM2bX9sIjPD5nSGziV4Y+R3GKQABD55fwyd+0F/HxZNTXDu7XpMEnBgs6YLNX2inoGPCugCnUnBJgEsEXCTBCali0io0J2toTIIhCfqOkHoCJwKLIDEwEKEzMygCoYjJg3gRn00PT1oRYG1z69IwY3cy4uTuHc76PeZzxvyOHmXPwJhA86xEc5kB2WsQ6UgjX5MoNQnlWkQYmuMwYh2qtHuYsBDJaPu7496N21PYCNWDtYrMF2IaQHOvppl9Up5EKiDOSLxtXKw7YEj/CEh3F9CfAP1OoX39GhgeAfSPAaVToFupHGf/VqC7D1i/3ngMe00oVHtUu86QYCjSEjDBAFolSLeHYFLI1/ygFqrGLWjcAuMEjDNkfNAScde69r2fzXfI9i83Ee0yZoy49/LDsUkDtvtZ1zsKksUomozOHphTi6fJ/UOM7JMK0FtBiYAv+Oi/j4/6gA/Hxz7vc/CWq2+32LJTrstMmsh3ak5IYwKusQoQnhvhWzKe9vznAhn4sa9/Af7Lb/0mHnvvo/E/P/Ef4R3veMDW+7iGhzaJRIGcKEWIOPnD3iJhua4b0wGM6SCmO4yPYoE27g+LAnsoPtfi063vE7dEjlaYyaA3L4yQQxMg1mY0S3ipmY6BStm9twVdl3Dvw+7GA1evopRsMnkImr9G4C0GW+KMP7j/fnzRV38nnvFFn45nfeP3N1nQeEIEAT/fgpBWoeCAx/bzFavmHC6BVQBvuvHGdyj1IamrJxtxEdUPoW08rv5Ey0tl5Gupxxo/5yYTp2IjDrNMB/HGbkKcuO7cXMLEbVCn9knm3FwVNB3rLuHI42T048mWWLS/e6dFp6l+1sKLRVyBKyYON+uk3H6j54xUMmSflZOyZ9D5bIvOHhhmhUpwBwyDamAPrGYzQwdedZBNglyCLrbTBtT1wLCC9HvgTDkMmEfg6qx4024AeoYMbApcPYgGII+Q7RY074DdVeDsfmB+J0AXIDgByb2APLbtzfSnTODxD0D8mwCuq8Y3RlOCEiVtCuuiPUMxtFOrlBD7hYyBlZLeaFa8sViFUgTAlJbVdwumJVlLO7nsRIDYiLtkGgQw2ZQBWps1+IM47KoKMtR8RiGRUhq5WAsHUZktFBUW8sAI1Zs4L43YVos7ZGtjgKdQhG0FNQzh5o7uYggoyhsLfKm4Jnkiv4DNhCKBF0DqmvqeMPhhIFyC8KBznyZQ3iJt9+pNcAb0W+DknNBPhG5i8Fbx0VKS5qBEyKyFiUlmZJoxzyPmnZqeTYlRZkIuZGUPNckUxf4YNDBDWGG0r3vHm/DWs/twod/UYAVZTQxljs7WxlnoXDZaoYTPecX34sPf7y/gpU/5DnziN30utnmnS/NKFYFwQYN1LoQejBUYlwqpKFARnGatJ3SF0AtBxaE0KbAUWiFKiZA6hX8QE3gCUhFFmJh6XmbrJpe6zYGThYlZfYFhpHJKwIW94GxVsBknDHnEKL1t3wlEg0KUJAP5HMh7k3X2QMdNUa2ggcEC/M5ETvyGmBWS6TLKYkUkkBnAhW6kdRS0flYUd3/VKsarCF1R0010J6DLGbgE0KP3yh3pGSsoWudOGfLwC8DJ+wCbe4ALWeXyeQXq7oXIvdYxSEYcvgCke4HuEsCvA/idAK7o3qLvZj9dKMLuWwdiz8B+Dex7LUqVHZBH1fMtcyvkpmzkdxUGqZKqE0BTgczJOhUuPpPxst94NT7vr30iXvSl34xP+vp/jDlNC4RlFZEoDd7aalfm9ZSkeX10DXb4fu/1GLz4v7wcb7n+NhPg8KKrrfnZGPjM2g0fo48D1+/1tG/7ZszjjL/2wf8j/ufP+ly84x3vbF2VBcT6IDfA4e+++FN4jbSqwM2Gbx0iIR4NH1IfWhbDPNZsQVwTAmoZioTHb23cQsfhxKzFU6jgZc1eRVq1smaZ1kLkUClDwX6e8XtvfRse/5j3sfeNUqcMomQ4NTNGs8Vou9/acyJ5xC/AbKdBjETIy41fykGnYZl0aACb2okVI66iZcw3cBVgFcpIRKnZ3TJoRvikKrcqN6nc1/eNB4blJEOYZFVC1Y/BtevFEiFuXYPKypQGrwrhiBCF55tmPzy4inCsUAGqmW874EMzqgVRxx81dYHGM4nPidftv3JD3RZDUASYxoLpfAc5F/0pVvl4hIDW5m489KAT1nIiiWKCGSBKADaQ9Slw11oxqLwHTSNk3gKbHWQ3AVMB9lCsaW9Yh9QruWuVNYCdMrA1cYGyh8xkQSSpKVB6PYj/pBbqiLTKS+8FoTcCMjWqCxfgNKuh0o4V93ldeQpSvBvhjaJc/Sm0C2HzoriKkGP7RYl0c8D3VxxHaVrt5kdRHXnJnUft/XoCJetQZr+30VrURd2cUUJ3w3T2qYToqaqboYoCiHMd6r12CNUzpTO7qbXC3GCRmkTEhN4hkp7Qt+4C3bCeWMJNrq6GG+d+bCJIW8OkbhQ4IFG/Bwy6APApiHozNtyDS0E3zei2hNUOGPbAZtTEYZgYNGkQX4QtnmAUIggDE2dkZEwyY5oKJlYJ4Zw1WYMICjrLd7N5HRh0bg6FJFkuSeTz2eldgma81IfioAj284if+PX/hC//hM/Hwy/cjTdffWul4JE7RBeAMqHLmhxsCmEj2nkYzA8yCbkIkyUPXqIhJCdZM6HYdyDxVV8WGnuIM83gSwyy28qKRoUwZGA1A6u5YDVndCWDZdacnQ1uAk+Ax1Aw9HsqBzwJg9BBsKpeTzriPhT3cTaxxbmpncF4YdTZHjwDk66x1FtJSxzGpe7y4AE4mZTse3EGdyOYEvpe0N/GsNdbHvdcBE7vBTbvA1wmQK4qfIsfAYyXLfD103sJwMPMGG+vsU6arNDnhUUxEY1kPDvz4ioEbNeqXLYXYL/X65BHYJ6Cg7eoLK6LsZD9v0g1T6Ox6B4wFaAot+5cJnzyt/0TvP7rX44/87j3xa/+4W+3Seso+JA0iJOhnf/CJqQQk4YB+LD3/fP4lA/5OHze//WVTdE9O6TKNq9inhNCBqkPiHwh/SwLq77quc/FV41Q3mIpTSnsZmpG/vsi9ImLCbd7QKQVymLXPrz4MDy0J4df6eChkDTc8JybxVO3HmPdQuKwscTBXOs8QBCvF7MZb5hyjF9BGGFQCOue8EP/7Evx5vvux6c981kmdeouxalNYMqQNAFpUEkwX+AOvyR5DFuC/GlYkKhlhBIM4ii2exa7cWzrUAgcYoVfFr/r0p6tSp/qa8W6Do274AfNAVTgPxlkpPNaPfTfawDthx/bXl39PiIUZFmCvBdq2m6vD5lnTS78rPrvh5JfMSGKx852RoOaiwdJ9bsUdbiu59lDIrspboCCtSusReHbN3HIa8JcgH0mTOdAOc9qJe8O5gRgrU7etGbQRQbutaramWH+hYDdCtStNDfnDJIZMo0A9qALI2Qzq8TkaJHH2hxXM6kpD5mHyDjqe+5n4FrWtrJtwlT2IPltAO/fOoZ2rxEuVpiatoJN0eak16rVWPTeL6yBgnX2tNDPlZimiYOLHYgS4bJNBudCOQUJ3sK2+ZiKBgMdtaTDp5h30IlMf1I0eZhIE5uq0S8tRo8ymi6nx2EeV9MJaJKSS+gIREJaWIBjA8Lvg/pnWlZvqtIOtY5IzI2r9KC/N4f7HYseXP24+rGW8JDfL7be1BfHgsRtPtaPAYZBoSUXzsHDOToqWF/fYTVnXHowYzUWXDhP6OeEfmbw7PWdHsV4DEVUVaZgRMaEifaY5oJJBGc8YxLGdu4xF8IsjLmwQngKQLNAJr0fhQXDusdpf6JV+GroJhVnrXsyq9zRCsAlMzybVO34c/7Cp+DLPv7J+Fvf8mS86R1vUxUoNKMoGrWG3om6zp8I4e5COFUzWwxWPNVpT+iIsUqCFYCBChIRODFKxyhdwmiKZxSS4FJ0zokrXIslGkT6eodWmSw2kXKl1nvB5rzgpJuwKnsMc4dtn1E2WjhAHoG8g+y2INlBsK+mW4qp95ukg+QVqJwCpVdRFWStZFMxX6i+FfHsOKRMoDkb7H5Qf6fBOBGzBW5XZggmbW5c3OqaWIqZBBbg7gS6i0DdDh3NGHCOy+sZK3ffvRPGYx8JdO8N8GMWIYLAwrSdNQ3qdt0D5X2A/jqwWUMuJwBvtQ6zFRwtfhGarNMNYFuA+1bAgz2wFTVTLDkol3Er3KTS4OslB1gqgDEDU1EhwBGqfFUysMp433sfh77rsO336isg7gate4FkUvlVT1DY9xfjNdjNIp1CnD7sT/15vPSJ/wJP/w/fgn//Wz9lSkJhX6HOFDtPbAkuSvqmrMqeyYoI3umY1QkaU3OKjmIwHvAQURVTaIXXw+RBQuKMUAT257SiVoR+yyLg9z0svkWIyxZ7WCCGUHhtHO/GPvHQEwdWD3Mpgy1nDmswcxEyJ2NizWylbzh8w7H/1b/w5/B+j34UPvhzn4zzcVyqo9XvbRXMjrTS0BGEtw1HbPrert1DVuqpkIF6UdIyyYvZGHBQTXScfZMxbcGw6+4eqClFfVyk9lZeAfVksh6XBypxwliwY1AnnWhzyBPkJgH78tiDPtIyg3XNYGD5+Xoxw+MH1wBeOmuLbDN6i+cL9fdFR6KqBTWyWzuTrGpB1aSELfcMCVRN1NBIp7fpGNfAXhj7iTELoUyAzKURy4m1SscdqOtAQ69EM69SnxGwZ9CuV8JYnoEyQuYdaLsDMEJOJxUPmKAeA/sVaLiobp+UgWmvLeQTgC4UyD6BtuoIib0u4kQZRFuA3wDQ60GyVqlKeisEV60owNaBUPdzmSbIzJYMe+BrUBhAv6MrAklQFkIL9GW2KmWOyWZY3xgt2ehdYlEVNtSJ0zobjnaAOu3Sxqq8o7oCW4vMpriSYIlIOw9s5OkdNdUbhPu3HKzjwEHRgdp9WBPc+H86uLeWQbvLKtchdJM5HZ8RzpMnHNGvYeELE9/h8Bh8E7u9Bw0XgNMeWBHoUganWUUH5oJhzBj2BcMIDBOjz4x+boVtEYaIEqGLwQoKMgpl9FIwloKOVCVrEuXljcKaaBW9N8TcqX0ODEOP7/7kr8MDZ1fwmje+ti21tcIYkspkWOyNwhuIgc/+8E/BMz7qC/F3nvOP8XNv+JVlB9aWBpq12t+ZcfQahl60TkNXQlxkvIbOn5808O9YE4fMWihy+nCkFfhc016y+fWA6k6z4Nb4lAOQUNAhI6WMxBm0sjV+noFhVkx78jUu7KORq1Csg10TdQn7ikuEO27deVWzdhy4mLKSFyTs4LzIUEqDM3mgx4ptJ56VGMwZTAVMgl6AFSascQclDuemRMYEWVk1fQawJ8gVKKx1jOEDGSLzBOjuBu4rKvFdziCyVfgRexKgRrEYixZm3knayZ4toWBUoQ+ZJ5VeLVOLnypJ2qCA2bxVRoTEQWO4P3HPo/DDT34+vu7HX4DXXXmjdpxn0WQhilPAbgYKhSSWJqdshaEPe/8Pwkuf+Dw87VXfjO9+3YvU/8VNCL2LJZY4jCsTAZmt5upS2g65ywa1cmEPWaqFLeIzPtCTDOs8Re+Sw5gm7I21AOUPLwvctQ4VExI6/Cy0v8WPQLvf9d/eZTp88kMbD905Glcg7Lg5oGACZAeSnTo90myr1coCEQJ4C8hkko8FKQkeuHYN59OkEAoOGyI5075YS9d6RmlqlYxwNErUtaYsOT/Be1sHmzmVoBwQidQxmE8Nn1+LiV1QZEJo62mCUE2e4MmBL4gcFrwQUTm8q1beGxRKzXo86M6L46/JwSIuEHWJtGzaE5BWEkPLSuupo+XkhBHaYeZ91ePCtboLlmc9N5WROOE9ClxMcg7fNevNSoor1jios/dODdKBQJyr5+72DX62A7AlwnZICt+vag8CSTovqKzUQAlrgNZAl0CbrAvyvgPtOsiUFG6aDZ40Xge2Z8Aw63NXJlE4MHBlBaSLoMtJeRD7EbjPZO42BLpAwBmD1gzZzurzkM5BfafE0/TjAO5RyVa537CuF0C4COKdGsnlETjbQt5h82U07D5Djeu8Wu4KTJJgAvH6qxu0J2o/pdRNXhsyDiOy7uXAKje7AbCjCrF1aIf0Ns/WgGxI8eIJoGt2OxjfoXrpMFWVWIiYogfC3LdNINqcHOI9F5CVEHT4/DTlpFpg8LW+Zg1BuvYg+ac6vzlMcVlUsZo4Aup9CRzc0jdNWPQZt7N5Yh2n94DuScAFgB8mSGXGcA5sdjNO9nucnGcMY8F6ZvSZ0Gf1xSD3DRBdq4qYGSmNEMwoEEwlY5aCFU2YhDAUwrYwtkU7BHMukDJDUFBA6Fc9XvipX4vH3vVofNILPh/Xp227bMWdvcViYJdWBXBJl9L/YfN4fO3f/CL8L9/5JLzmjb9ixa5GkqdJg3feMbqOsO6ACxBcAOFCKdhkwsZsLHr1Z9IfFqVGMbAeGD0ThpRQrOvQEavfmktSJgO+WcBIolLRnlAXUdEBNhWxYpAfgSoupZQx9BOG9YyeZnDJoP1kXb6dlrP3lr25wEGJ3QZqAZpEmKwHZLN2Vb3oULJBnT0ILUp2pmTwwtzOtZsDOpypI8gaoBOToxatKJMIGBkDBBsUXMgzTqbbdy+55XHFlK7IMs+ikluyD/SFEPIIZ6A7t6hddP/ljYkDTLb9WkzGdq0mcxreTpo0iheJSc3+MACytcq8e0RZATGLFsJyMV6DwVRNkts5An/psR+I33/HW/ANP/5drZB8qKpHIYxK4SeEecKED3u/D8JL/+Hz8LSf+mZ892++qHWpJXSwPaEuBlny5MMgpopiKk3cR6QpAMaucTy2gAjRGCxUjusXCnAkkeU+A7Q9yY1Na4wXnkCLJx90Gm5sJNTPu0kMFYvNdJO/v6vx0BOHfA6iGULFPMTOATmDiGn8srrQiCuCYLYuxKR4a6Cy3dElPS+uH0+Kq1YNaKtAImvSwUWDonpWqAaYZJFC+9quKuRVDleCme053M7lIpgXXczAeoxCFTol8aLUigmHLbypTQmKKb1ETkSuuYlCpHLgdViATkmr0A6nipVO8uA9Kif5+9q5phSgWAHysAjyw2t9MpFjtu3zxDNnqhUhqgkOLAhKBmWamzSvP3/xWXaGxJOQKvpv7roeMM0hmAqRn3MwbuO1/sERuJoEZ0mwHzrkXiAlGaQ3gfgEVO4GlVOQDDqnZiM2nwiws27DLJos4BxIZwCfQXZ7DeBJQCe2qA8TZDwD5itKaOxHSDoD+r12GE5nddrcaTBDUwF4Z4ZJM6jfakekvMXu33Or8BEoXQIhgWgPKR3yFqC3jRqtMIHcpraQQTQZki2YzeryqUGVdrykQgfsZJkLr4ys3hZ72xys+IMTAk5NqhIE6WeV6POdgTLQFdBg3RRHNibrOjqedrY53SWrShVNXHZWqYRzI4LikiUx4tyF2kFzmFGsVB50B4RCO1PC2tIqUbH71jYVhOXX1crcf8b/awlbJM/Zvaofc6iYETeTw+O+TceQgZMOdJGRTjt0I2N1JoqzHwv6WTTfzYRUBElE6+vinCzl1xVMBrGYITJDckYiQbby0gwBZ6DLBckSgL3J4GYwmHq88LOeicc+7FH4W89/Mq6MV5X07KfXg5kcODp7uy/PNDC5+8JlvO36O/Bzb/oVU/CRWulV1WLRoiYLBmasibARhSqtQCowaglDr4bSauFCenusiHCaGF1i9D1hZv0p8FuTVJZWgMLJYh0TOBBuRqIyo4howmTTP7Mgs6B0AgwZacNIF2cknsDjqPf1WVGFt8GKGR6UZWmytmRFDgem0xjgs8W2nTA/pZFQFyBz1veTWlUm0NrQTSv3xDADjqSJpyYcGVQYPAn6kbAixlo6rHeM1R2UOMgbeuvKmAu6ee5Igc5HL4g4hCftgOENAN4JyB4ie00GsiUO3bZ6P6ha1taSkQHIZxBstY3B5xCcahEMFzXBK6LciYns30YwnrcmlGEwPocYOn5OBPdfeQDvd89j8Gcf/n74jbe/XpV5a1HJJZQF0pG14g5qLbYG/6X3/yC85HOei6f92Lfgu3/rJVqIcvXd2CWEraGTdkKUu2Mxh4ttDJbwuIR48c6YNI+fUJP1YuoiGK/kDK8mRbh3XgY2VrDSGNEFfpbweEIoarn0eH2Il/tS7VAjFF8P5n7IJ+Twbw9hPOTEgbLZlmOn1X7agUiDRzGegQaSk5LORG98StkSiGK25NBWYj0RBgpid4rkVhTkEUjWTlpU1iSUFkOFj+bQippbydKSGXLzmbpw2UmjYrrr4vaGzUFaulAtaZmhxguRN6GnUhZZqcusWijgF7QG2GwcADFVJgm8A6/qirmiol5pbUk7Uc07Ay7lGMncdgxEIQHILfv1zddbV1WMPIfr2QjTuuTPdmZSzRWq1nydhA7XEpPFjVXX1JKMGzLvkGnfzhmDjQcfFDyYBFc7wZ6ActJBVgx0Aj5JQH8JXB4GKhvVwz6dQBcEWF0C7hrMLX0GroyQcg1ltwWJYnyFBVKcRG6n7TSDHn0VdN8MbDtgLqBuhlzQoBpbdUul3hLzy05c21sjK4POMmTuQLCeMQmAB0EpWTJ4DShbM0IzrsOadLNeC3BddBmYRd0+fQrODvuxRD5bMpmMNDcAuItBmYArAlwpkDOABoI8TDQyGrwRINVgTSaqRkHqLE/NYHa0IgEZkS+TKmV4gUdUC1xWpFCubGvOTJDsFWscyEHSjT9EQeUlVpWiGIDfm1ZYqPjUAyEBIEAjxe6Ydu8vqlOVtdCI0ESLFX/x/0oXOuhJ3M6Duhm0WoE2BF4xOmEMRTDMgtVU0M+N+5hEEwcyA0n1PtHzSzRDMKsUuCjEIIknDiaUXcQ4m4LJLsskgCDhkXfdi4/+Hz4cT3/Jc3Ble03VuwwWoEu+JQzZFMKc9Jk0nuqpwz9+wqfj9e94k0H3WvGHXAPAfjipB8xAjHVpSYM7E2gt17oMAFaWNKwIWDOjMzUlMuiOZNJmvxVScweFTlqhB8KQ0lXoh2RTkSKyRgohU1az51SAjsBDRtpkpG4GXZu00Awzau3tfobdcySN94jGO2xMUzZn+1jI8kpwMYWx0vYcx7HX/9vW0KucLQYBdaaG4y3OjbllF91PeQa6mdAjYV0SVntgmN4DEumHOOS3tcovMgHc1yq5JIUHqanQDkjnELwdoHcA9GZQdx1CY4WX6x6wh/Tn9h52jSWDcgJyb4JXymehMmuCMFmBar+3zoJhd6fBwodR1QWLKSxZxV7ECDzW8f3J1/00vu2VP4AffcoL8LHf+rn4zbf8jnbJOlGYUe/LoSNUNNrSIF/nxl963w/CS//hc/EVP/ocvPDnXqQCGltbELdUKRyVnzsbh7CY3Pmc9A6cRytm2U+Wm6BduEHWHTlCqJDAujXUSVuvWIh1EuKQKjvp6JYD3mfkqJIniBTi5NKk/BeVDjuOhaQr30Tn59Y707fgHL3XDV2SaYur/KoL7UhhI1ruQ8WsQFJuGvDJTnY3akBPXWC5l8aSZ2uD0kaVY/qM82nCo+59GB73vo/C773+zagybKE136AuAYYE0clRq+i+82fLHtHMpNAZpEbdm/Ua+moY39tteLxCyW2iRMUI8WqoQ6tatrrQHLNAXKCBuli3hMgIQYIGfyIL2jFYpaZVSYVk2SGwHYtqtSe3gMUx+JSs64GQNEg9Jh1sKldTg1FJ17oWNbXw79nkiRXPb+e1chjsMhDscUvC3EG46uy7SdztOa6MwINQqsIohLIChBnUM7DqQas1uOuBIYHuLuBHMuiSgLoexCuwyYHSXFAyoSSCZIbkhNIPyAkQTJo8+GlbTaBH7IB9p4tHB4UlnQjojECDkQlXPXAhg7ZF8a67CTibgbzTRZJNOo8JwB7C5+YCa+3sTg2rqDcZyUsCeRhAV8S0rhUeJFbpIq/YF3u8pFY5HArkcgH+hE2/t4ku7qTuvjix0ioI2AtoJxWGUpF3IwEn5jEiApllya1Y+EhYYjOhuV2vYFKydrze7ePWvaBFwhoTgiARG5t5dZK3Sn/j7ERyW2wG+2bg964s4X8UNpUae7aOQ+NeHT7Jzv+hhvftPugKiBiMNfr9jOE84+Rqwem54GQPbIRsKs7o2DD3GarlT6baVwA2M0nO9t2LoBQlPycQshC4CFIp6LPKru5ECdYjdXj79Wv4zO/5CnzvZ301rqZreNGv/6iaOJpakbqzS+1qIQvEbv5h7PB9n/HP8d6re/FJ3/FknXfOvwskBToV8EBYrRmbwjgtjA0YayE18BVV/lmxYE3AaafdhguiKL41CBfBKk6aNCaaiSqyokPbTidmFGLkdAopK5TpAnIuKKUA6QpQRhAVlCKYRLAnwiSCMgswCnhXkKYZCTNYCrgU0EigWV3dqerlu7Z/qcm0brVZnaHnVB16iVjhv7Xwl21bc98R7xSKukIn6yYkV77yIBSWHfVAXuleuHKvnB4pd+jBOLl2ggsZuDgBJ+czVvMdlDi8/e0G8bof4E7X0WStJy6qrJf2AF0HyjsAuQKU+yHdmRZkeQL62VAes8Zkqbmoa4iQTW0oW7IxmyTuXq/3vijfJY9Kdh4zME2KUM7qdaLmnFatR6mQ1ojJ/7of/w6AgB/7Jy/Ax37rP8RvvvUNusr10ASCavlER1FYN/FB0vCzL9Y3nNzgkJrhqHih2fS8xSF2hiyRZLy6sKTeZPn0VXj5SFtvPd7Tp/medMMbLD6EahISA3+0vSIUWBc1Z0IoeHnCYd2a+KExdwj7Rfuyf4wdBzV2axJSkq3SUxxP7G1ddTGURIZHNGv6SpyFtjshEFlB6y2dTapZJzG5lu9sUIYVfubX34AfeOlP4d9851fhwz76SUH5J7ah/AK4u7WRwyRwDzwIk7AVe5W+BvX+BDeIS7hxRkXlolC1h4SqfpBEC22naoJTU+EIZWgcicqp8Oo9ED63hO8bTKQoKBz5sSzMSaQmN/qKuVnWUUhSXOrOj09Euw0hGaoTtiYYU8hqnfPQeqa13SakHiB1AlPrVNRL+Ue02G6j8WASXCuCbRaNc9fZzIcY6DtQn8Ab7eryJUK6zEhDQQdBxwVpJUgbgFcMyR1yv0LOjBmEORH2A+u6J+qPoXLlBXQyaaSQVWVJVt1BwZxBPWnye23SBKFk4Dzr/JBk70WgVbeAkUHU+ZXQA0NWiFKngb7CAQgYxYjJqHKU9VpWonGn0D9XOjnNwL3mNEVGltvazHO/oUymt2D4CXtbckUkS2aQHAJnG2Xi5lYvrNN4zu2EDPa8k7C5OlwqS4M91TU7tpWX1Zo24uNhl4k8iQi3q4vO4WJ9k/kd1DSW921MHsJjdPi8mHDc3oOwBckIyh3SKOhGoB8Z/czoC6EjNUjrpCChIIlX1wpIiibPLFX+MRWvABKyrYXOMcyFqnrk2jpIK4O7TQPh1W/8ZXzWD341vvd//UpgJXjR7/zfjXu29YQkLKEToUeHf/m/fQMefemR+KTnPQlXdtfsezUHWzV0VANDHghdx+iMs9EJIUHN2zyHrfQgtu/vnAchDCa5KuG5XrHspBVywGqIx2lAoTVKOYXpIaOQKb2BXGukBf2Tbb97gPcCFpOOrtLKXluSZvCaLAhjEyTp3NEdtXBHnG1aU43hgIMcl9CgysThd3tyLlYQIONadgaNseQkafLAqQOD0UuPoRSs5oJhKhjuoMQB970RIn+oIRyzJlodA+ukMM80aYJQzoH5OpC3kPk6iLdqaJFG3a86J5jnCv1EZ8G18SZQbA8hiwmmnUqxTqN2HnIGclZn8VmTSCmj+TU4vCcWhlE7SpQ0qv26V3wHHnfPe+PJf/3T8JQXPUs7q15TRkBxlBYgf9jjNGl4+su+Fd/1sy+2+9LmqReVc0gagsEdiUl+19dwE0Cgwy6DjUU9xtfZm2UYN+kK+2M3yLfyTfaEm3WM5Qaiu38ssdkCiGhXvcjBK2Nh7SBBid/lFsYtGMCZ1CpyMDSygE9EIUpBwxlAI5QgAUT4k/e+N6Z5DkZkHUQ6EJ2AeK8EayJtvRnUAGkCeoIMjH/9f/8U/u7H/2WtDLoeu37Q4kKKJFta59qW8aBVjJAc6t7el6hsIvcv0HfMhzOmfaZPSBLrFPjm7tAmapyLRWJBVn3PVoHJLXkhI1CLtOTDM3X4BU/N5C0w92nBWeBgpCV1t6uZuE+YEqVsqXUnPLkQP0fS/i5oyZmd54WnhHElqJ7d0PEQsu7OQSDmWuC+K0tZeHDfjuPKBcHZXLDbF2RWWRTqGJLUGZo7QtoA3QmhOyH0Q8IKgg0mrFAwENCzoE8FkISJV5iEMDJwzoSrTDiXGTMUctHUp2ZgXYzCowZwQglYG8mtsC7Il4yLUybIPKuU4Zj190RAn4AN61SZTLoIBSI7gBOoN4k6gyOSiKrfOEmRrdS5sbkjYosxm7xwb9gLUWL2pRm4nEFz0STmQTumYsGAk/EmWk7h3joSp/aTtOqpDTACTWJkN5NotYqybx5iQm8YCNiItthNlYNyaYlRR5DJNeSX0szNWeGw3h8cou0ZbUW/WVHDEvxauAhVjEUH0UexSu3yM/Rz27rk3QaKqk23f94A4QeAcQM6Z4WvnzM25z02U4+N9Nh0CUkyBjhUKWugVEiJzUXnHPMEwoQOHuAQSiZF0kxZUQ7F81wN1DekGPrzVUG5IJC7GK8++2U88Se+At/3cc8EXxL8+9e/QonDI2E77jRZzwpj6HPCv/z8b8CjL92LT3z2k/DgfM0qvt7F0jlFg/7wKaMbCOsh4WTHOJlYk4GiQX9v07AnRsdAMgWlQQjrQlgLYS0AF1WdKawyjZMF893cArOOSVWX0ilKuYgsD8OIM0x5q2Zu0HPYZaBkQp9VujWds8V1oonaqoD3DB6TVvj36tot86QdaJ5sLTAAgdgxGPRIJlW1kZGB2UrZKfAhxAizbiKZkm17SQsCPdf3o3ODZE7uHL1R08zdGnR1AF1cg/oN0qWEngmbfcIJ9riwG3E6jliN+//e0/3/d+Paa9vvDGCtnW0kjQ3EEmvtBim5mcapxSasUqhw7poXGsTkwmOCXIqa53oinsmM36xLQQZpLXsNS0oB8r5xylCaAllvUDNfD70oBOCNZ2/Fo04fobw6cUECN+fkGs8RBJc3p3jpZz8XT/+R5+C7XvMSYKK2vHKQXnXvHu6AbgNMa0CSIUmSJp3FfBxkMrnxWLX3hTrGti3ojlZWS+XOxnMlyq1PvCggURMZAcI+gPZcT2JYlEdsBeWar7CH18HMrdaGjZNYFZksIrPkSGwneXeUK2/Bx8G/eKmVfH9YjIlflX2QDbJgrP8i+JSP+Eg87X/9NPxvX/s1is/uuAXG3Jk8pC08jv0nMTUAI9HxjRtiq1R7oCqRhVNboI5Ao5j11Yvk1XR/XEzG0om94pGGdSFaZVFoNsIwG0yntAlXK4I1XK9+BiQSUhYKSUZItmoHAtqWPyBN12OnyEHgcGZsuh5yCYwDQQaX0Ne2QN3rmprccAjo4VOtfoaHVF5NWpB6bsjQuUmVemDGFK6V+ISyYOjGQO12GlceTdjOwG5fMMus7U5JYOlAWKHDZaxwFzbEOJlnXNjucWmzx93Y4gIEm7Fgvc3aQp8zpj1jlBnnecI7S8abi+A+As5ItDhe4XE6v8XNkc7v1qp9fw6czibFWoBs5kx9DzqdgQt7yH2jkhxLUfD4SQGGCdjNgKz1PipWgequ6aaTZ9D1GfLWGbTumlQi7P03IYFm76gx0PVAPwBDb9d1DzzsTNve4wS8U0D3FSVBW/Cj+Gt1P5Ykyk84BeguAh4OYMV6n8426QYj7Hsy6uRVZ32SCYn0Jpt56iRsqtoCsI6AugJb4m7+E+6PQM7/qaT+6BET9I4W3QZfe3JLvuNetBBx8k5ocF4PZm7OX5JwO0ld9ENhIWYx7wGqSsTXQfMZeJeUAL3N6GeLZ4jQsdSYIwmhK6luALko/FNKBksGk2jVHToPsyksZvc0CCuUaL6M06QdsXEomDcMOSG86oFfwhNf+XR8/0c+C9/xkV9Tj/VHf/1VeOK3fAl20w49J/zLp3wDHv2we/GJz/o8XBmvgQZb50PrgAYCrbTb0Bmvfy3GXWAja3tS5N8zCRKbGhmp3KyAW8Vf9P5IZHH1SOa9ql23kkiLxqJO0iIZRUYw9uh4D+oysq39ndUa+qxu2t3M6CYrWE8CTsUEXO1GcWPFyTo+cSLXQCZo3DuxtHNH6aDeAwvu2PesHOQuS72OdR+ZYckFK0Oa15pA5AHYJdC6A+UeTAkpCYZhxmoesd5ssT7fYiV3TuIg/YOtwMfQiZBsr56cYCyLjoASewKywtWPJnd5tus1uweDwXxy454IWRfCkgxaFUhfgD7XeqK+T3VSMxxdM2gjh3jCbsLU1q6Ukt4/M1rSUOOJFg1cXl/A6bDBC3/6RRocO9iB2nqux27JFCWgV3VDhdVDkwaxCn2ZNeaDJl2tY+ZDObARirQIqwi4AUbqng43xDAS/n8T4Q3n95Fx2qjBaWtEFBOW4nGU7zl2PWvhq3U/KHwWOaS/eoM99PHQoUruuuMKCvaBUtM8IyobAUqC3u1f/cAPxPd8yZfgE//3r8RP/tKvAatBq39dr/g8OwNUA8k+TNadVSGMbA1UAnVN0Mz9TxbZW+sseFBd6StUc61wuXIjMvrFW+AXLHuEV/RzaIGRuUj7O6Z6TjzGWEq0OsteTOL0UDYV7TO9/RygVfVvdgNK7GZQ+3znVRCFYJ7ijYiQ+Ua/haioFI5GDsiZ5t0Q67HxfEm8ETxJCnjthQZ4/GpOoKZy4ym5jcbVu1gpxrZoYO7A2wE8XkA/3YMNHoO7acAjcBX3bK/jngeu4OHlDPdsRpxsBauzguE8Y9gJ5iwYx4QJGXsUXOWC91oRXncy421dwYMo2IKN8QDTihkgfAHSvRdktQZwDYJzyGYHbPaQiyPkPluEOauwwVuvA38wKkC6QLsk6y1w8g4gr3WxnkWdfOWCktz2I2S/A00ZOJ0h06DYYtkA0xbYKu5cktKSZCPA5Rm4OINW5ka6PYFcvwug+4GHX4PkrCTpbQFdM/WMXh2waC2QrQX2GwB3AfReBLnHOht7VsnWcQLWWbsQTowsxShTdv96gJLtscESh0sOHGfgegGuA1gV4AFp1ZqM0AFDyzJsvaHl3VjvHoITf6g9b9F5CIGSrTl+X3gxYYmV9ftkWfWq26jXdOoxuizi7Z84IF0HzddBJSHtV+j2Gf0k6IrWljoAiUR9DAqh49S4UFmDYsmzafYXdL7+G3c2W3BMBnnwXJEsLp9TgXQF45CxXyfkDWPmDq965y/h8T/0NzGIihBs3rHG9/2dr8cPfME34t+8+t/j7334x+G97noEPumZn4sru+tA75fc9jCGGr8NVLlCHYl2DzxxIEGPYirFYt4OhJQIzKKdNSI1uSvGfZvN8BGWOJCgm8woSwSFde4xm1JYcU7eHh3tMfEepZsxk6CAqxTrQPoefWZ0sygMfhbwrHw/Tx6oFNBcQFNphbYuOLeTwVB8vywWC3RNPa9KaYq1FD2AAymZxDdNL0S4XUSxC9ubtBKtQWUF5B7Yd8DUK+QNCR0XrIY91mWPTTnH+voWqzL+95njfxxjOGuJA0m9BiLcDMtUo1cJ/UWUC01m6knJEgDrBrgvTy6aSIwG8/HEofJO7f0dEujJBuW2REWcPQeMfgg9Fvh/Wzxf85bX4imf/PV40S+/DD/xmz9zELjLwa/2+uymorbeJTTpVRPrUAhdB3BvlgLcYg9xJMTc1mM//sAVaEupLI9lwR8IT6G4M4TvTXGv8Ge0R1xxLOJgyPk/0UjU374EPkcoVtXProVv21MWewId/P+hj1voOOTFN3cIi+s3t2MNlfSsF/YNb/4D3HflCj74Tz0eP/Ga19rikpT4TFxlU8XbSqm3zxi18knUVBb0bDVpz7p5ekXQY2JeFOFaYCshIOcW0HsnRWD4/M6SlOCLUCv7sQLv7+FXkw8+B+0gFhepmMZ2fJ/Y8ZhbWTJebHLprijJ6PKurQuBxafJQRDTUiaKnY56Z1swY6RouIcFGVymTmBXbHLuSySHO78j6ubng4qHhO8X7qzFnXH7Bj876TAnQV4DctqD0wbdtVOsrp/iZLvCw/OM90l7vDeu4JHzFTx8exUPpx3u3mWkkZC2Bd2uoJtUlWnPGVkEswgeQcDlqeBiLniTAG8H450AthBkdPpDA2ZZYR42yDhBIYEiwXsUGSDpHGU1mwqKqOLTMOgluqpu1MQF1E/A5jqE9iYCz7oZ76Recxrt2k9QtQ1sgG6tS8h4rSoYYQXgkQJ5vAB3FdAwAWOCvD0BVwfgvk5JzsTARQZOEzDOmnxuALqkHg50xa77AHXUXqsLN8T5+Uagnmxd8PJrB+U0Fc+2bZ0oIXlI2i7XCk4xGJSoB0YCMIoR8FrDDwiLbnVoD/dXTAzqY6VCFUOvIIxSU24dDkuMbxVMhhY8lsDxsp8bN4bbOe3Wwf0ZOL0TTBmMC0gyKhnXUmNCUZy9dVaJNCDXQMiKWXMxdR5BZgaTgFkMHm/VeyZT/tRq/UCakBTWc5nzhP3EkBGYug6YgN35Oba7PWQ/4533X8Un/4t/jG/+O0/DP/qYT8XbHrgPf+uZn4sr5w+q0k+HCsNQWSRWOaQL2nHgjjBkVVG6MDJOZ2AjgjUJVgScEGENwoaBVSJ0HSnsURKmucOUGdNMGGc1aOPZxDCoVP2IDFZounlNgAXMD4L4HMTXwP2IjieUbo/JioBcgJQFxdAro3pSoh+AdKJmizwWJTqnSbuUvQkPFAJyb+U41qp26CRI6ZQUbQRVr5+5ogrNBjnLXQs8O7TqNMPIrN75M0J812vxcb0Chh7U96AVg9YArQWJZ3SYMeA6VuU6VtM1rOUMA+6gxOFkt+jKSLKFKmvHQStaCrFzIRmRARhYFRm7zkQsZl1DPb4rKjUme/VboBn6ZsmM+aSzzo9CcDDb9SqmnueuzzlZnGEwG/+IbEmmr2mTcWJY8OO/8dP4wn/7tfjXn/aNeNoPfzPe9MDb8B9++2eQS67xhsd2/9P7fSiu788hE4EyB6ELsW6LdUayJQ3SQ/ZroAyWZGQzu3C10C0go6pUSVtPbjShlQZjr9o89l2cMwHfW2Kx3xOD9u+6zFdFyvaaupQTt85DPARTeSN/MgVekMdoMWysRaV4FK2LfavjFlSVlkTcipQhn5Q3MZIQnXxv/IP78VXf8d34e3/9r+Ebvu8HTWnB8GfRgbpMJn2YtetQegugS5C3Q8V9ScXFwy6F1KA4QnZc3UjCRisIX2Chwds6DQsPh8WmHwL1OJEWaXUJBOaYbh6SGVv1fxFa1Go8H3w2mpawB/wV30Y3Ji41gWnPp3C8h9kyhd8s17ZzReF7x1rrQfLm82MRtmjUJgtJ2/g2y2cfpOO37ZhkUO5BEvClNbr1BWxWF3AhrXC3FDxqfwWPkz3eu1zFw/MZ7pr2uLzPuCxZFUr2BTwW8CQYEmFIqjevpqiEzShYnQkuJcI9a+CBDjgHsAdjRIcRCTsi7Chjj4wRwISECSvMlJCRkZkhPEH6AhoYcqkHLrrCkAZe1M9APyqBkQysnI20nDKoz5B9sYqVBQWdQgxJBk00inqwyJpAdxPwaAFOWAPx/Qza7oH7B+B+QC4ZlmOVQKcZstfknU4B3G0GQe4UnwAZdCFUzwirNE8mATvZgm3QDkow4Qa7R0y4ATClpVGXFulN6/KCtC7ERbuHHpRmUyKhRBQrSTV5ONQIx8FGU+KLQ8J8kBjXpxwmF7EgEcZiDUG4x3F73zQHg9IESnsQbUGpB6VcA35UpGY4X9Ra8RTWG4WYCYo0jfVaoyA3L7Qp4ZstG+xaBEMR9FnQzwWJWJ1rJ9btaacO5Vf31/HZ/+LL1Ak3W1eWoMpinSmcdcFR2pXJBk0cup0SvofCpqBUVIaVgIHImhOEnkn5/lbsKUbqzoYigZBxV00W3DowQprsKmKp2BQd1Rm3m0AyI1nZQSCV0yzmWC0iapFihu8qfKjVa7IkReU6zZ29cCu0FSOXutCCUHXsVRdgSxgcxujk2xKCSKIDgy+uzyXf35hRbbfdyyE5idp2IyngMoNlRJpHdNMeKU9IMv9X5+J71JimFkD2uRriyWwCE7O0irurCrmIgMPJCjS+KubQlh3vb+t5mY30PgKclYSbS41nJDUT3LqmdVSLNrQPHYgxmIEOIVZAoHJ2gh/8xR9BHjOe8hGfgfe561688nd/Dp/7//4q5CmbFDLh7/6Fj8E3/d0vwad95/9hkFL1Y1gQqa1IpEp/HWjuQecJkoM5HW1VBUBMEUDmtpbkUJsprdLv8Okl+9Iq+hKKv3HZX6QJ/lxpcz7En44nIFB7jndP3FusaGdORX9C4Ogf7w7r1GpROlpc2ArrEorXD3089MQhJ2s75bqOa87gEJwSwCnUjF2KYp6LE2UcPzw3XBlcUakyvkddYGZXYsrN4Q9e+feJVw7+3y4BfI9e9BtCwO4YZZ/8MZCvZzuQTur5jxu2szRT8B84IDTHQeFCi/s8eEzRvoNUwx4LqurFdQiR66blVi34I6uNEr4fWkZaTAbVSdWLZIOahKzqCgZN89yCoHpmYzbbko5wEQ7yn5itSfv3Igm64UW31cjom8juyRr96SlO0inumgj3nE141HgNjyo73Ju3uMwjTkvBaQHWs6ilySSgSQ1yfJFIsOAHhM0eWF8HNj1wuSM80BHOIdiBsQXjHIzrAM6wx3UwtpixhWCHhBGMCT0AQWGBcFEuQFc0EK8VPVXMoN4qSkmN06RYdyplKOi8ADsCZavEs5LlhBMwJo1okoBWDDlNwCXHLps50TCrIdAVdQ6XtRLIsSZgY/fORtRvgQBMXOeQ0gosEBkF2JsxT536VnFnDTaq106gURF0M5VRFAPjIvlOmnZMbAHwB0l5IHtf1w+SA7TO5nLNaOtP/W8MehDvBQmGc1jeT2T8nj8qqzfexaJ9ftPF//a9d3xQvwWdXAd1Al734HPdz6kANKvuu0hBETUrK2xqYQdFrJKBktX5ldl4J2Y6qE64AHeqBqjBj56vTjUNsJ4Em31GJuA8J8gEzOcMuc7qj7K1JDUH6dykni3YmGvbWiCDKeoOTc449aqktJkIJ2CcjoQTEaxFcMKMDQGXiJSCA1VTYiKFb2UGzYJ5AvaToJvVy6IjJUYX2xd95mUpSu2ZbS9mC6rAEFaXaGaV5FiPhGk0PsNc0Ilg7gu2LBh6QwgzgUbzX/GOohBo6iDEivAoyu0SjKZupcEnTQmyJ/NyZVVAymb5Lkqw9aJ55T30DAxQp3usgHljGEhbRzroerQZgdMdsJlV5GEm5XXtJtBmDyp7pPNr4OvXwVe3SOd7dNOdlDgU2zLdd6G0UGRu2zEl504ljbHIJdINbeAxmBgRObshZtbAlEyu1aJoir5SFjsQtJOHIi008jin6tb4v72gE6BOsITRps6Lf+llePHPvxyPOLkLP/KFL8Drv+rlePu1B/DE7/oSfMCjHo/nffpX4NOe/1T8h9/4GSsONNSLFnpC7IbgEm1Eb/2ZzZxwPDhpAWGyiE/aaA8fFkgPC+exYNyKPRT2CdSY9HDI8n0KmnS+F7NqJ3qZrERF8eZxRje87f83BaZbSBzCSeBWOddNOuDt67GwEaOkLQ6WYKBkk+2ytm5VWfASkzH2i5lScQZSBvdeWaH2Xua30M6FQWooV7wYFvMgVvr9UWnHTCFgjs+vLSuuFR4yiJIqGPh5QPUmuHHjLhWyIBKhDtQmbf23m9tgCV+oRjkcPsKfX9ox2uPtHpBgRhVetjh52Z53YwLmv7tfxMIPYpGYsFUCG2Rpcd4ldIKqJEHgOtSk6t1j+/+3HK//yy+98UFX/vkT/z2O6CbjroN/JwDvZz//rcYKwGPs53B86H/D4ziO226klYB7ASUBTTOICExtK/UyRDWZrB2bEoi07Zn6v2CORCYXbgmoI1pjTEAG1+kmQc+i29HMoNwbVAFmmBYkujlUx825LVpwkJD+FAYLIQlpLiGClRBWAgwg6zQQ1qx0ng00WNeAR2EfZAltKYJcvCIpNZ6oemvkTIRw/ky+VszXovGOTX3MYkMqLfElI1zynrWKuuuBcQBhANGgmUbq1FCSi4pClM54idYpKNzIrYVApVP4Y1kH9R6qEu8SRUDA5lNk5q124YgbdBIyAWUCYTZOpEFTJoDyDJIZPE6g/QTaTaB9Bs23ryfQrQ7ZugKlQX2QtZ43VpupWsUnSwQEJpkLh6g0aLEUBmW2YkwGydSk9LmE8jsqzDrWTBQu54R+378PQqCi0r4C89aBB/Kk99PA+l3s9fddeSc+8p9/Jv7se70/Pv4JH4mX/b9eiCH1+PTnfzH+w6/+tBkAOlLbOK0lVPAJWnwtBr/1joJkQHbQlsgezVHUvmelrh5gVReFmlYEag9LFeJZiFzASOUHMXwLmEPnOoZBMXcoFBjSEp4T41k5MCBG+8DF49QOt77TrY2H7hxdLHNNJpnmB1knFdqC4BCawkqMsiCxSnCJKb5MxoBLxq7v/AQUu6io2LaTkw7Peso/wM//ym+ZY6ZeVPUD4Frx965C3HgkEnrbNzqY1Rb0xoSharkuM0tZMNb1dXViVLhQDKbboiyx+i4I/AhbcA0XXbsNaOevDsvgpRK6DxIUWhIudTjIG1je8ajfW6ISVdx5F3Apc+BG7Pq0JGMJV1tWVKWSyaUmeK6IFc+TJy5Sj/s4juM47sSRNpo4KLl5VrtKMo4DUVh5pOYEnjS4OWb0uyGTpfYnC0lt3aeuiUkUaZspFUGagX6vkKUuEXIm8LzS1YgZSCMoF1UQLLZWmUwSrQI2Hy3+oKz465QJXSKsLDHYFFHKjhDWibEmwqn5IF7w/UoYOauUKWWCFDVrm8W7wArb0EKvBibR/pOgHgzFIbkGdypZUQIiVoDOHli6ao7u45wJdM7gXQJdH9QVuGwAMkhjGrxVYRCXrhW4uGsxkScQeWU/J2HLMDRB8iCYLFkA1E1zAKS3k+kEXevOznvlSGDS52QCTQTaAzRmEI+g3R60G4HtqKpxd1DioAZ7brbnxqkGIxNUzo2clCofjF22YqybZFKFi1E0t+KMJlPULJWcJ+adrKqoVcxoLbekvd4jfbB5cppjnaRkkvz22lEaTp8UIne23+PnH/w1/Pyv/yrefP8f4nfe9nt41W//vHWt3MwtV+8CbZJYwutZvdj5krOGzcNkScN8Y1DtfhNJqjN6lb72robFTZFAXSMdapFRFcbzdL5lNHZOSuue1khpWTZp98tshW1piVyrAOsrvHPkEVRIcBTHi9bjiDHoLY6Hrqpk1WOYpnjDtoUKkB+NS1zVRAL4rd97Iz70A/4s/saHfQhe/jM/r9lfBjCpaQsY+Osf9OfxjL/3mehSwpXr1/F53/4cvOnt9+FkvcZL/o+vQBkznvi0Z1uyEtpT9dp5O82lTMUC3XyQYcfr7CfdCJv2XL08uZ1kIMCCvA7mINpUTUn030FWNZIY/UAX/IhQKRNq2Xz0S6jJwdIPonEV7HuHgL/J1HpCExMiT0rmSt6EdU3aieGDY2wbNAm302vnriUmrfNQuaSuZywRXtG6mQ1bIgGudeuT+TiO4zjes8aFhzOyyYzyuRg2f68bfZa2PiSV/VancoMfmFAPTQZTK2o6SizqKQArgoZGLQpBZpUcJhAoF7ApGfWjIvI6SpipB3UrULdXg7pRlDi5Deolgdug9R826C5D0gqUGMS9KvyQ4IRE1YCFcMFoNSesasZrIqxVJbhW3XPpUUSlipVvo1Aq73aXGvfJMvioROK27xQBsohBv7XzMBdgKoK5CHYWSo2OyCJApgShHpg2mjTwiZJIMS4N2ix4cgllbHI1atNuCWtw7/wGoBWGSIx4bagD6ZqMJkSDO3ctxlYfyqSeEjNDVhNobbLSmwlYzcCwA2EPSjOIrbhWyg3GWO/Rg0sLPr1b5OpKHJLajUldzwYPn3wyeOLALT6guQlGVOiIJd4lqDZ6nu4F1KzXWSoCxSZp6MhRMW6BwTAb38WMQlGUd7C3+V9hVFJVjl74ihc3d0TNjDTWK1PrQBpkSg/GDsCDbplQdb/Jk6MQgC8i/RizYfGY16FrXfVmSkX2eJSUv6F8bUH7QoApvNUNongOra/IlfiC2IUIhxv+toypYvvj8IPe9XjI0ZkiY5oMIVgsuQzYYA+MqxdBa6O85td+E0/+um/C93/N0/E3PvxD9HnFJss84aM+4An4N//ky/Cin3klvuYlP4DXv/2t+LGv/Fr8mcc+Bi/+kqejSMbffcYzsZ1Gwy0bNt9AzK6RLl7FqPVwCVkdLIAtdlSaCrtEq9SKvDQ/hipXykEAMbZ1Q7vJLkJzqvb2kgPKPQs2HB65jFkKOVw5gP+gJWMLwLZ/F64eEi0p4fZexvKpqi4SOimR2ByH+Kx1fwqf/JH3UcJnhGCfVKJXzfxySISCeFKd5GyGcr7weXfIzlNNcI7jOI7jThybE6BfC9IAUCpAymosVh3vQx3Di4wdIL2paPUM6hnc6Q916tKshghKFKwKqRykDWuBS92TVV3IfiYGlw6UVqDVCtis1Fyri+IQ9qZu9EZhfadUnY2JExIn7TgQYQXCGsDKJFkH8zjrE9WfIREGZgxI6JGQhJc92VYoNsEcavBdK4Yp5CuYYkmrgrpUxdwsGTBDVITGkoYCghRWMqm4AH/X1uUqEelX0p2ARWWNV0W9l4xIfcNaTuFoKFfCu345g8wUrQwL9irL7nj0Mhk/IqvK08oSh/UMDCMojUa6VyhVrbfdQXmDQrt17208TjHSjgXrg5mFrJLyQJwjWtC6ENlY98V4pjwrXKgz3kkCJJkYRmK/idqPQ+lm0u1+NiWmHIzLKnmdawypjt+9Snpjox5CuQf2vULjtgMwdubofFCpZ03ICSt73cqMGbmSojUxUZiSQBSZIjtLfMNc8hilVu8R4EaHgAfvEmA5mSj+EgrKOHzco8dGgRZxg7sb3sxeFietS8fmAx5HSxrqY07mjo/bOazuW3XNuPUb4xY6Dg6lyRC/GS0IJcex24G5wrlUnJdmsC9+xU8CJPhXX/MV+LH//LP4wZ/4Sfzwz/40PuoD/zz+9Rc/HU95wbfiB3/uFRAM+JFf/Dl8099/En7hG5+HV/7ar+CTv/GZ2GIEVp3JwZnNdmWlh6o8QhFflkEooSxxa2AjKOvldFhTTSaomUABnqigdRIi851Ci6g+Jx6TtJbVAtJkLtRWCdJFLjhPL6BPITGrG2DkC/gEpZZQkU1mQcMKBw35KlnZVM4PMtrQTYnfryqYFGvfOfcldkysP0lWZajnRoxQJwfdCv+v+WTcejJ8HMdxHO8h4551xtX1jF1RdSUMM/KDZyjTDmWcTPrR/AySQAYBr22NWSWF03AH3mVgLiiy02CqmKGnu3G7eg8p14FRkIp6IYh6wKHPggFAlxJS14MvnaCc9GqQOG9BnUCuz1awJIUt1YqjBSu9JRgnA7Bm8EVGPwDrBFzYZlwQ4LQQTpiwYcG6078NnWAgxooJvXTgkpB3HTIBE2VF/JixmkCQk+LChRlsRTyGKUgRoRcyE2mFx2aDJFEyGROiptpJhJ0QJhKMLJiIMRXGlBJm6lCSQ49HII+QaR8q+FSLcSqkkIET7RbRQMCeINmc7CEgmY3PUIBybmo++4CkNfx7Pxm30VR9kNUMNitpHHnQ4LMbgfUOuOeqPTcDq60iGi6oyzSdD6BtVkGKO2RICvuxiVUgiSbNVZaTgP2gLaQR6nszFs0Ws5loFo0lhM22PAGUPOG091+5Spbt26V5HcTEtHIvydTtineHnJjsGHyHpK0BXLR80hQ1JzSjwzSbsZ1Bh6wTQZQgtNbXi3UUpBhBu1SHa70nMwgThGdNQIsR5Cs6xkOwEBOKKffNKl6i5ytwp8PzWuHV4xiu79mIyYwF2D12cyiqM0UN10PBC25cBTRomvuK1e5HfT+Dn1XbAn8/N+YrFu8B706Q9dDJ0dwZOYwCucMq9OIKP/HkS50sWlHoNXn4yVfgvgcewF/+oD+HFz79S/FvX/VqfNJf/Qh8wXO/BT/0s68ENgPQrYACfNH3vBCv/o3fwMte+wvYllHLMwPXdhzVzoK3rmIrB7Wt5F0Jv9DNZCN2esweTkypSBxPVnsLjSVPrcJeK+SU7LkOZYrJSctoRVJ9bZuFDeZF6OwbObHZvBSsL99cau07cVEieX3PQ6Z/I6ItsmrRSg9Jsu8QW1aHqTbZOU31byJSW+pySGSuaa6jbWl5s9Q543ApNF7Moq1GZsxyHMdxHHfiOOEZO8zINIFWDGxmlJMJcjarmpGp8S2K+t7ARdKq5bRWqOVcVImpzFUZRlySMcgpwgnAXl4RgMV2CVJVJrYACisCbUyqN7u3AoJDueH4mQymZNXVTiu+tAK4JyQmdMToSJp6aBSpMA4wM6ErjA6MTIRsiU62QryiMMxgzuQtmZVQ7raADEIvrShd4JBeDQgzEYpoRwJeASVXSDWCdSGUklAoGaG6QOZJneSLYcT8hNWqpQc8sL3J+SGGGy9FK9pVwWY0OdCp+Qy56WKSCimhPDf4TG0fWaYxZ2CagXG0Srm5JDtZltS3gMHgRcHwPXtQarLsVC3HtTsAdxOeE7DvVbByLt5Kqh4ATZ1HKoyLEqnSnFf5hbTRVBXdpc39w8p7vf4Wu8zUgvMKp0bzGmjsXPOU0GJ0lTt292khTcit5Sil03gyoi+c8E9NGEaLBrMVbKUFz1W58fDYqSYNNFtiVXkg5u1T45fDpkMs2Laian1y5I0e/m0ReyG8h12Twz/5WkZuaoyAUoGZ8tIf8f4eHQafrXdjPPTEgRKI5vD9TCK1pNbW8X4gJ+ukBLdIiAbFlPGqX/41vOqXXotX/uIv4298+P+Iz/zqf4aX/9LPaTs4GYufNyBmvPQXXmsL1EoXBjfYSWHldciUSHWslqou1E5agxkV+3eo5Fu1343gxHgIVDPHEmRg0bLDelOYNG1tBIeM0y9W3cCMVA4vgaRm5CaoXAryzoDY/0NXYdk2ix2JAwhRxfr5SwJWEZq9I7Dxl/OoTXZ9eLKT7Z8VmE5ezau8D25wr3pcMZ3xv+fWkSDHPSK8/7HlcBzHcaeOy9hijx4FBbKZlAR8zxZlN6pyjMlCphrVE6hXSV3pe4BPIbhLzdbmAtoxMO5QzjLEqoZFwkZctAtBJGASdN7lFFKdjiRIgyk9sYA2BbiUQbPBNf7QFFr2Vrk1LoAH8bBljFb6Wr4o6JjQC6PrgG4ScCoL1IaQKZp2BOoS+impY3USZBbMXDAlQSbVENIlXb0huCP1XLCVNwmhE0JX1Nwtm7zzZFvmbF1zAjCB2jZqx1OYkQtjmhJmdMjcKfd0noHdBIznwLwzJ3qtUlOW5p1SVEq5qgJ2nVWNsyn/+L43gXCuyV1uvMJquMomD52bVr30mghIT6BkjnXnI4QYNCSoJbdj9YsSy0sCkyARI72bQdJtOXzLd15Dj5aNZpOunhMwJSWzIEjeOteDWmhCLiLgKmFRnjqZIpIpRxICQtnDoACTq124IsY9NnNQf47XH2P0bciVGk85JMdCAOnI+Az2ZblrH16Ddm7cnihbSv43l5OPGXtIBBDCjvjjSk0VQQG0Exj+WwnPHsxHqf+bDLrZnyh8Bh3EYwfZihfAb5CPPZznN0seEJK6P86Og2MQTSxYWHQGcKgmS7COp1LlsrysI2xSV5bt/ufX/hr+86/8mk1WZ+ez6sL37hJp/y8rxTnyWIvtWn2QRn6Kcbr9ohPK21MhcLfgt5mpOSwoh0mQFnyAJXfApUk9UO9CcGwyc3VyxgyytEUV2YzzKNzMDerV+mNdlVutkqqLCZTCZ+d6k2hC4nOjnRxNWu1vFSvXSD8e+CuRKWBPA0rPEzKRZbZR88eYwQOaoIhUSJO+kydF3CBOi3OWwzk/juM4jjttbLYT1sMOYyqYkMFDAR4+AVcy6EpB2gm6oigUDdTVWIqyoCSGUAdJKxTuwCQArtV1RVWHDNNbJbRbtETOs7Sth12nw1SeaFTHdEwE9J0GpQOBdlnlviUbPELVm4hDRZsdi01g6ZByQkJCIgFzBqOAJJtgkIlgi/OMBYSMxIKUNNFIRmye0AGknQmjUYA7Xbs7YSQzc9MOjbJFSjBXz6TGUp1Q5UlkJkxguFih5IQydSiyQuENyrzWAJ/3kGEGuklhQwZVEsfLe4A2D1ZE60DcA13SCyjZugt7IzurQxjl3CDBLnwiaviFuo9aoa+D8hkuTMCFTg28ZoJc7YEdAwNBJvXYoJKRdkCfCZ0Z690xI5l6D4sWU7vGOcBIkKkD7Qdgn9QAsJ8hF2fIeQFGqTXehfZKp5OEetv/Z4MOkXWXinElXYVILKh2FA3XwEyh35Em2hvJyI+zYvvnlkSIoVqQdX4Um2OZQLNNdjJtsrQyflFWyI0MBsM2FS5XTyorK/rOENmHOEnad3cvIA+fJlGFpzFApxZ1TwcD+YgBOIVnxN8kxMaHGUOMQanVhw8+pfFu0ToKNb7ig/eBrXHLOKxJZNl6+MfecahBrOLTSGx16gWSqRFSYCfZZb/Y5LLqOQgQHa8E1SqFE4dFD60PSgwy6WRKk8XR6hRIXvSWYm934C8gQdQ4SmrVTgOF9L0pJrVKvukcLxIHD6DZLLum8NqITYu6uwf6xsht+xIEhj9qZb81n0uYdIEX0U5qyKL9b165bzKsVGVXo8GaBCMTbgmEvRe5P4fBsRqXpJ0HWbS8ArG8DmpJE3FrGzpxusoH+MUM5KI7aK0/juM4juVYjTOGNGJIak5GHbTCv8mgXjTQNmlRZF2zeTSlNlJyYaYeQG9LYF8NxkSsV2ybeq3XGQ+AXHHJmgWcxALxol4SkykDTZZVdA4JmW29lGa8xc7p87W+GH9UpU1TSUhgq34rNEq9HhqJ0ZG9bjTBVnDjlDEXdXp2RbtEBLbEAp1+Tl/YDJWlxSamxomi39HVI9lox5OpKCWQJQ6KiZI5ociAQgNQBoiMWrEmg3+kotv6FOQrfX8vZmpB9n9m6yDMmjTwCPBkKjfGOaxYbA9Oc+NRJCNwwJSs1gVYZ1VQwqTE2LNZFRpHK7KlovXFPZCKJg4p3UGbSVLnbOoFcmIQ8kzAaFK7WRTGJXvli2xm4LIowmdn3QfJLXgusFiNIHvyEEWTh2R7eaFawNRJ2/D8AtFukBcUPX4APCvR4iElhVPBpHZz34i+CUBvJoI5mx+FFUFngkw9QMaLGAZT4zLom8eJvDHkwmRGwgLJhuyoEq12z86zJQhSnbbFxZbm6K0rIdbhGk8tRvV8aFyqJhKE0C1oHmgLp7Yad9YVxDi2Qb4mcB4kxFREh8XbBiOLgtZLgkZ77rtzV9wSVKnpZ/ZGZnHdZ59UVL9sDfa9nQZ1vaPaPipt0bWgFDnZZHHFimRazgNQVHNX2BIICjJWFfYyBeJzCKglJnmN014voud2fuylJRmNQCKLH/1rbjrB/vqaYBwYcVSDG08nuV00b+3VwJ/aZ0lw0F0E1DXlrwpITc4VoYzgFSwJCZNfdnOorrKuCAY7qJOZqr8F1U5Fm4TefeBAdG43i2P/BH6dS2sX+nmtxxsntm08f0SX7ziO4zje80d3dcLQMVZDQYYFeL2ANwBfENA1WzpzqZ4DvejS0PcjSt4hj9cgu15rRPtz1fgXC9wTg1jUebqkCldiahhnss03QZCoIKGAi4B3CXwfQFcJSIO5R2sxSlKpMqIaI7Rus1S1QYDHAWlcoZvWGMaE1VywljMMBAwQ9CQGT1cYRh57TDOBM9BBE5jE2n2QYt8dpFwJFjADJSUQkWngASwEScpDS0JIAvQ5VVWqnhijdWMyCiZzkk7uv1oSyryC4AIKLqGsThSmdZIgRZTvMM1GINWioYh5PHXmmO1BkK/tLn/JOw1kU4akWWE0Lg9aKJBcq4ZsNYelUhqpd5zM92mnZN5uZR4DDL4mhrohg24BqRd06Q7bTJiAjkFD3K8N48/mKA3jfXTSBB47Lfg2jk4w+C02x2EeBrNUhLLWVh1bF2qXSWo2WsVYxJypKw+mg2AASWev6xtCxZ0ZySDcqbRj8XiqmGpShULbvMtWnNYDQSUXFY839waL5uY1Auj7T/ZdJ51n1VeyCtQ45Cm4dIex6Cq0QM4eOoC/LIjOHlcZT2VR8OXwHIPAv4vQXkKC1mK3eIxyQ5NDDl5/q+MWEocNQFtrMTqzrMFhKou/ljm87WJkMvZAv0bZ9pg4uBIig32T3tpaRqwCq2bzbJPdbwz2bgA3cnSAIdWqez1rrfmzILL45HQoUCVUh9N8A5nGHQ5zfX27wPlgIh1MovonV6dCVT3SY+3tCJtj4+J4qYRJRjU8R03YsOimNCdnjuUF+7gS4EZRBarhA8XrdY5DjFKJ1qloxOllJ0NcesGrCtKFzwlJnnthOMa1tpLuoCrRcRzHcSwGzwWpZKTCSFQUZCkG++mkIRqkxRZEAhaD+uQRmHYo06yc3dzIu0TNNG7R2peDdcW6DxQKh2SGYposKOxH9tICXS8yLX4MnmuQGCoWK88EnhmddOiQ0VFCj4yeGB0rf4MMoirCNZ7zDb1q0VUVTFHkR9u5gNavt+9kJR8OMAXjl85ESBTU5b1iSeqyLUZAldJB0KmqDpvE7dwIpApRQtOGjeIhHnCV2b6MlXHdiThZ4ZD93NnFiaTbEoAONZGwYG9vBGoSDYK7AKMtrthOjYTOtKjKvsePYqwWZjV6y45zMxWiTswkTs+PdNIaO06mnmUh4y9eXZ/C+XYuuz+phM8q4bqxNAPEyj82TlJigAeFGJWVwcq5FQ87DzmMPO9J+GxxlZgkcA6eDEgAF70v2ZMlN4QbUP0RZLIicweRwWDtJuW7t3Zb9bqTEIOF+CYSj+M6csN0ioRxWsRCjR1bDu/UEJeKQvxuiOPjZ9/43nWlMEh5KIWHw71JcnAoWHML46E7R/NKOQpCIOyrXn89OAvmyU88MQS9vZpNHaO01hPCguETQzagaQ2RDcBrgBOIlEgleQTl3BYbMwRqK723oXJYwOz01fNS2vFETwTnMQijsXgOXJZrVhgSAUGD2yyC4KjeEInL3ooqtT4PL77XY5CwHfjnuqJRkOuqF51rJ4Fit+MwYfFWnt0UbX7nelxxFYkdChJ/hIww7u/riU/wwKBwY8V/IxwvEGTB4p/DccsdttAfx3Ecxw2DS0Y3ZfQjIa1GJCENtDGD0gxJQGFCJt1DuAA8CdJUQLQD5wyeZ8xjAmcgl3OgzEhUrBsgbeVyCfRM1W1XfB+jotChQqA9gWYCdgScOxxpVEWh89GgD8sgmDqv5rqcpQXZ5wDPjDQnrGTAmjI2vMeKMlaU0Q+E1AFdR2BRp+hiakou90pe/CFBMlphH+l2HsC5Yo4Ydpm1C1H3i6GROsosFYkyEyP3RYu6PSNPHfJ+hTL32nGnINeZE5A74BzArgBbViz43KlyDwuAUVV9xqSwmB303IlCjaU3rwBHHMQ9YgrH69uB+ZRiEmAnwIMW0J4BuJSATQLWSVFRQ0FXErpC6DI3NS73ILhThqwUlmWGeWSwI5kt8ORZZYRl1tpuIchWvfTUv8F5BlJjj+qO7EXD2XD+e26qRRVR0ErzlFhNSS64lwIrxK8mpATkDVBOIbIGyg5UZoAmlfAlC0OzgHbOeei1Q+BV/0KQeWz8h6k0wEj1w3IfCgmeE25qYdDwsreuVdHv5vArFBAFfVkr/C4Cbo/Tbmb4Vg7iHBeKuSGEaUVZLwtozNyShzrCvUE1/mwxWnXuDhKwi2Oq3FF/ONoHBCnadyPMugWOwxAI0k1Nh2ClD3F3RvtiDA12PSDkYrE8te9SSbLutbCClMsALgF8SScWroL4mr134BZ3gUJQdNJLJR/H4LVhz0RSawTE7M0IY80XInZPbtItAB10IOLzo6zooUypT45SJ82i8k5kZOnQB6zkMAnJCSpWTxaTyT0mYubb5PF0fnKYQIE7UZML1/htLS8xmVgyb46alKNh8pbJVEhsBIGXkVtH4fD58dz6H9oHHcdxHMcdONIa6PqCvsvoMFvwDlDJyqOrXddS9x8pBUU06ZBMkGkPyWzy8rNlB2IAVpNezQLOQDHd+uJrVN0/FW7j3koyF5X5LCNQRkhWDwPMo3U0Sus0BIdcGHcTJ1qhJxC4DEi0QUcn6GlGTzv0nNHzjI4LElsRWASdFHRkkC0vb3mgQlDuhf2DXFt/tg68ZKu5SJNJdc4aC2QglE4wZsFegB0JRtZ4fO6BuSPkgVGY1Js1Z5QyQ8qkmPM9gXY9aByAOamaUnX2NQWkKQO7WZOzMSv/eRLtBLm8qktb1sp1kP4M+8ailuSjKK9CRpVZxdgBQ1eJt9wD3aSxYy9ABwGXUrtPd844geReYdVTQ1+o34JNYjLTNjuZNLnhW5RhpdbZCUigStucTYrLX8NUwQGgJglcWzt+Mwi35KJ2jlzRyTwVMFn3wToQs3b1yA8k90ae9pvS407nsaYQh4S4tN8rzD1Fg0YKMapxKGpsaueN2WKqMOfk4PfDcdi99Cd6MnCD/TO1mG+RqNGNH0Thz4gP+fv7ewZ/rKooSu261/eIcXGMs279znjoiYMYD4ESpAyGIZ1tAkWLuiDNSr19xAhgBqGrcBSJWnSx9SIJyBeB+S4lUmGE8HUjwGibWLwt1pOSql372Weoy3qKs82zHVrjCywr4LFLECve8bkxaPekIQTrldwFm/hRivRGCa9wYmuG66RlqRKw4VhgMnMVmnRgDHd4vOQ6z2ES+fcVAmG2pCMtzz9iC6slV+3wddKLu4e2Ule4hgc3gCUuDbJ0cAc6RGnx+KH74nEcx3HcaSOtCP0gGFJBwmSBNtkGb0FFTRq0oFFEITI0CWSeIZO0wqlBL9mSA3YJ1gzQrBwJKVLhB3WVdcG9bERJTxzyCOSdmpTlSX8kOB1z6zSgB7A2M9xThcdQZvA8IOEEHZ2iowk9XUPPE7rE6JiRWAyCrvKw+nZS8xHv0BO5Crmtu8X2UA5BEAWtfEKArgCyEkgHjKNgX1SEaBTCxJo0zD2Q14TMhJwJZSoosORpsshy1wPjGjR3kFI0CDQMuHYVNHFQHgIBeyWZS57qNayBZK18e9KwhKADCHua7YvFEqWRIUigqQdyB+qSuob3gm5WinwPQieiClYlwGXvhCEb7fwIayLbBcgcQqU/cdueHWZXJ30L6pUrQArpig7T0XbDg2FXePd55m7SJdlPp/5QMjd1o8kC9jKpwA32iuNzzoqYitOocB0VnembsE71e7IEIFbaISEBgcKTUlEp4ELt3CCDStZ5W5pCUb1PaoIR4pZaCF2c/D8iNllmuR7HtUCe/iuvO/Taunk7oD0iNQRtRejl5y+6F20VsTeig3e9tXELztFuiqYJQZ0UHAxfPHD2k889gBPtMmCuISiROQYvDj6bPNuokyiTmcb1hmWcbZGySdBJI/ywKGZtkf15isA3Dz8PsqzG1fWTn264EG3ECeABrt+wuZm0EYf3jK+LikeRryAHnIR4jiKMKaSisSJfn97sSJqO8Nxs2AkGObJjbClp+E6HI4fvGEk8JawqKbzejzUkBLUKUUKTpsmDhXbQAlZ1HMdxHHfm2JwA+6QJwTkIhRmyAiQVFK8Q5gyetFJN2Qr+GYpRzqLqKEDdFlmUA1FEE4pcRCVPS0G2jsMsgkKu/yZaDJ1FY/H9DJlHyP4cUraQslPvApmBPDdcfm++AWtVuPGOA60BbLSSSYXAskbCRfS4hKGMWOMaVmnGKo2ViN0VQi+CXmacCGENwmDIWQqqNiQRNoIW1Bh8t5I1nHqXij6+EeRBhYfOZ8J1IlwnxpZEPa44a82uV4eFURjzXpBzgZyNrchUVrp+b9baXUkTiPXvlFUJSWbT358FGItyE/PUoB4W96lZnyV1hYOPEarUOpJBrDo07kQ2M76Z9QvNCcgK/00kGOaC1Qis9gUDJvQ8ItEEvpkaznvqmAaFjRVSb4xBFDLHZoNOADFDOotjimgiTLklFzlwGLJ3zmxj9k7W7IQbdWTGpoA27gdhCR8pBxXXO4VQSa8xSMka488A5r0pXCYzrDUVyUKaTBRL2vOsPmBkCTGyFjlTqapPWhSOSph7y36UAC1Z1Zpo6uw7bVXJq9srj7WYVGwlCTEcAyjiEqxSaZat2IxK/kZVp0RAh9i1qSFZ0CxamOx60uPoDtjaRSFeK6FrwYv3lRiXivFbvdMYwS+gGoNWrweENQJeMbn16ffQOQ6uVQU0h8wqzUVN2cgnFJmTJg9atSldKBf4yXT5Kg9IR/VqkD1QtpaJWqvKWnE1i+oEMriUVtEWHKg6VKvHAuxSx0D2ZtljDNTjRUblZbQT7NlrWk4Eu+BUvxcfBNAHWafYe1SVJccYHmSZhNCB8M84MDlBmMgORbIqnaL0ssHKutq1WF7bw3NR0472MOb6HSu07IbE6jCx8XePEq4UzksJsKp2rdp9Vw4P9TiO4zjuoNEnYCBgItevkwpB1TjSRBmy1MQBM+lWVIOatmIRBCQCtspqKaKw+4LAd2g7vIGW1OdBSLsR2WA3xTsMRrg2yAS5wgp7x4Hach8GEYGYQdyDupV1HgQdJ/TM6JmMDG6ep+Zg7Q2MVKWxQ+ji+1AxWKvvSVGMxbsNLO1vSSCJULihT2ZyL4cWihQmlI6QhdWUjgpkMl+MYu0V7rSai2QBaVFY0my6+y6dO0vzYpDSCl9++mcxFJoFkAHCKqB63A45qThvadddu0nqBaFwNEHKoj6ys4BJq8xEohj2O2WMJldaCIQM6TPIPR1WmjRo4mj80lw0Xp/JpFoDDKmEueJ/m6jRGFj3euoKcCLAqc2zUREfUli7H2VjWL0EkqnVFGeYV0dpsvNiSknVDt07QnOT6CXzXyDTEiaTBSsEyeYBAvMDcdlfd5QWd4zPgEygNFqno5gqKzWp36TqVCiigggVXhfuN+sGNNuqm3UPwvyOTuo3PEduDJv8lxrPuQgNWgcpxEntH9IeOkB8uGiO1KdJQMvEcetB1i1wHGyx4lwdPCu5Jn686y0XBpkQrniV3XuNYrIHwuaFIF730eRBruuEwgzIgzoxRFqGSHrhaSAl0E9QZ8+q7JAsWI4nNwau0rLEQ/WkynHIzeK+VtkP3QhRJ0KVHwM3x2y52aRBwLd1BtkqtZXkQbYcTIxGfvbg+rDjcRMPhPou/v1T4De0bLQek72+KjhFRJYRo/T9UjiHMVmQg3N+07sjmJDE17OdfjlIJo7jOI7jTh2XM6EkXQMeBGEyBljpBbJy/LGApgKelBjNWUnM7KowJvnIhJpgcMnGedCkBCRgLrXWQsI1AfCVLGdCNuJwmWdI3moBS0ZNIhwKAbQEp0OVC0W2YIoI9CBrVtQPYF6jW52gLz2GOWNTgA0TNqS68FIKMGmy442D5IUlJz5b4DCPSZfNXDSmLmb+xVL9jUBkpmAAhlJVdGYAU2ZMmTAXavEQ2d5eGHPXY+oHjJsB83nBPE8oZ4Qy9ZBxBekHdZgbOq3SdlbxnmZz01bjPMeTS5ktKJxbJdsvQm4wMl38FS4invz0ariHlXccPLjVYFDhsuegPAFXe/DE4C2hG4E+K2SJRYtmQtL4q3fCmErb8rsZlIpB0gi0oqruRX7qXQFrVFgSzUsQARLVgJhm1liqSux39t5F59MAi/EkyLMyULw1xPqhJRml0Um6EoqI9rxMB8mCtOfxbI95ByrV6juVCQLz8TDlJI97yKHpRezve4iM+jg1UnfFAnZmUDca38OTBs91FwXnZmLbhhfC5eCx8O8b4N/++B+FqqDlcw+hRRSf90cNWRaAw8sXMfG7cV/cAsdhY14JjiNLQYWoKSa5K7QG2TOArU1gXxBgbssUgKEwdR+Y98N1NQyRHQRXgPlcNbO5WmLqFR9IW8V7Us1iJ71Egg7lxvy5gQQSsrUa/5Lp/h6oBFli05SLSg2mdbJ3lVOghZGbTYZm/qb/8i4Khy4EluQWwP6uE1Ms2fK2LjlfBAgJidRXtu4AVXMWH43WLPX9VZLWr184dDNbqu3mev4kJF8xWWqE79pqE7RM2hOkQPZbvifdeJMdx3Ecxx01NiNw3gEjxMo9uiqCBIUNTkReFNVKMxv0KPnawIAkVrg/mdhR1lWsSNMwd4VQsBlkSaijmHykgLXaXrsRBwo/3m1Y7OMhyNrb2nxuicOmB3gA0QqMhAQykzYX3RbjFotyO7InMxT2Wv27CCEXgRSqBfxi3Qpyx1mLv2s3xBOJTCiZMIs6K1PW8hobiVyEtH6bEqbEmJiQ+wzpJ0hvQPjCKlgiMzDOuudWGVDrHPhBkUFnyPgkOfIg/bwFBjQFidsqemhwr8V59n1qVohMf65GsbRSrsO+0zDBJVklq3SvG2XdKWMWTWgpA8OocLmBNaFbs04uFmCfNcmYsqpgnVucnkPtMAE0mPS9JGAeaiGWyJSJugKsMrAyXwhpCbsWeZNClMRCSklAWWs84ddUb0wgdQZ5M3Ng0QSBuECCfDCxdgSE7DPYYp6SITxqV0PcHsCUlTCGriCZA+BeOw401USkhq49NEFNRRW7RlXukinwb/RoWlX/huJxiIk8+fLYqsbnngAgVGPDW9ZnuEKoQRJr2+aQQE2h2Ozqay7L2o6pvuKGUOpm3ZCHPm4BqvRwgwFdM36Dr8aTukBWbkYwBuMM4QmUh/YlmUDUmxNxB0ivpmKSVVIMMyTt1eIe4sydpqrEFsS6rvRQVKd40iqMlGznrQtto4NsbXHCtG2m15YPTnwx1aADmE205YQnC8FEzU9GbI161hQ+n2AeClFdqbacSrvYZFlu6Ja0qVess4MD8w+qSU7rIMSAPC+xcn5qAgm8TmRPMmI7bBHc3yyZCM8xzgtZ50Io1R28vmV9yWFn4g5qLx/HcRzHYlzYAtuVYBKgQ8ZsW26BVKobkyCLePNBkwYBEoqiSA1BI6wuzQqPVjnISCCsiAhflsxQDoAGzsJQ+7eEYmpxImFdDUU6oCUdIq3qSjtSzyFKwLrTpGG1AXUbi4eTlcsEA8QgUsq9SFk751qEV4dpT2pcDGY2fHbJTQinL1paSqUF4CbTBCRb/2dWo9xsBdrZFJx8JxBGBmNMCWOfMPaMeTUj7zNkLRAerDuy1wrudmywk9k8e0xdicSyGZNcpWI8hxt0MULBikTl3pP9W+21l1t3CaqBmPX/66vAqgf4BJTXqsjJWvqriVG2xOFO4jjImZ3jDGwKMCQN/lctfEAGcD4DVwtwLqBr6gpd4X2dZlfEzhvo1QOBTiypsMnXDZBVAdYzMMwN7VARyx7kTnYtk/Jb82k19QOfg2gymJAnGKTiNzI1KVWW5glS+ibZT8pzJWSr23qi4HL4Y4PB241JAkgaQbXobH9nc55PmjRIrzwpGot2zcZI3QziNAhVBqAWe2tE5F2P2qAIgjWOovDuyUGBmSKVuSbT3sSwv0XTX4pk54g+kVC09eJ0LJofxnvvXv7w0MnR1KvVt0wg2duDrsVflpWCrNJwai3uOrzJ8GceiPrJgE2i3kxisqkpTdbecmUmx5yKEYhNX7qDtmX3AJHJspVQrYF3IGBa3bnW2VvbzEm9BgWqsl8UjlQsNU/tzvQuiXcOvCovOWwwFJIICRV48tpaaHGxzbtiC7Hlk4sNK9t0keBdEZIYav9rXRyEJMo/z7tHFCZWqv0HilCvuoGF5IHsxl4kUKEdKX5TFePEaIIm1UAw+jn4aWo3pHgF7dhxOI7juGNHdy2jI+Ut0qlASPX3uGhgnzKhzKpORCJgKpBO1+PkprOssHtdyhzvz+ZyDAhmGLpHERtFOxFiiYUL0IAIhRiZO+REKKVUpaXacKBSP6PqqJewQNellYG8AvJdkHIJRS7aazPQDSDV/NEuCgiM4l5dRl9TeXCvSwpp6OtiFsnV7QDMSbTZ37PKka7EoOb6xXIBdiNwPgLbGZimgrmYQZglXvkEmNcFu0Gwp4L9nDFLRuYCrPaQlAC+BuwnyDQB164bhGtUmNJkHX8YRKovwNo7EJq4OCa/7odGMhevwkYbJQ/SskuDUoOWwHiNM0wet8Bc9PRslQ5UgDQVDLNgPRYMktHdSapK7JqzBRgyaCXAkLSVJS2OluuaNOAcWk3Pnn3Hzo4H/5Y4YG0kaSvaDh1onRXd0RvXoJjcsJgrsySLzaxizoOaBhc2mJ+pKLmjdVZBA5EpqKahGQkX6zI4fCmVFsIsAmiPO+z94LG7PceTBn+fGmK4I7n9O5vy0xRNCG8WfiyL0ERudEtNeCZKCdfjpRpZ3fCmVdL+EHXhUVU0kJP6AXIzuFRFmUTBmfh5cvD8d2/cgnP0VrH1RTH5IhkkytIXv7CwbIqtQwDWJICokVYK6kUmy8jULa832ErRSYZ3mpTq1L52luYF4KY9yRbJrVYpqKRQYc8BFtOY6SSltZtrEO+chq4ZuvmGQE2JSC8I16TDl31NdLpmbgdb+Ktpii9aFIL9ULV3JarqRVFuaDNpHaVvngzWSicnahsMSidq9IgwMpIlSKpq5YdzYCaH8F2Ng0CewFDomEgyM795iQNcfCfLeKtUrU/WfTDhQMji23F4N+WOktA7juM4jsVIYwHvCUwE2rQtoogqHWXz/slC+hia8SeR8RqSSnRrrcLWqtKMSUWocRmKxTLcAigy52ghC9BJTdiES0C3Ll2im/lSWPIWRUmt4oqsIbKCyAChDFCvxFUwSJQc7dAHBilHNUYe5GZRbf0kaDfFgQglQk7cFbgG2drBGI2GMM9AnqXCamvdqFNeyZyAWQQ5C4pkBY91O8OjT5DJZHhGM8Ir2TKy3MQs2LodXlfKUR42DC+Y1YpysO/28yoOGQnPrYRqKEpBbK/3H2GT9S1Klp4LUhHjjdwhI80qXjQIaJWBtRtXmNv53pKFa0WN8vaWOHiwHWSEhTVuah2HNahj4xhMkLV1MlZFEwck47Dqm5C7O+dQbEwDqJwYqd4SAdLiLdLU0BgyBjNYAiUT1QGbCAJZbBlg2PW13o1g5d7CuDUJzdXdFdAWaAz7N0sDWUwKT1KvC2neIjeMw8p9uTlNQWS5LtRf2xOl4nB8HaG2ziw+I3QRFnGSfYCE9zj0jrghtopV6JupZz60QSJ30t10HMdxHMdxHMdxHMdxHMdxHH8c491POY7jOI7jOI7jOI7jOI7jOI7j/2/GMXE4juM4juM4juM4juM4juM4jnc5jonDcRzHcRzHcRzHcRzHcRzHcbzLcUwcjuM4juM4juM4juM4juM4juNdjmPicBzHcRzHcRzHcRzHcRzHcRzvchwTh+M4juM4juM4juM4juM4juN4l+OYOBzHcRzHcRzHcRzHcRzHcRzHuxzHxOE4juM4juM4juM4juM4juM43uU4Jg7HcRzHcRzHcRzHcRzHcRzH8S7H/wN/33JxUhEgKAAAAABJRU5ErkJggg==",
"text/plain": [
"
"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"from spatialdata import get_pyramid_levels\n",
"\n",
"plate = mt.ds.jump_plate()\n",
"imaged = jump.obs[(jump.obs[\"Metadata_Well\"] == \"O09\") & jump.obs[\"Metadata_Site\"].isin([1, 2])]\n",
"examples = {\n",
" \"flagged\": imaged[imaged[\"qc_outlier\"]].head(4),\n",
" \"kept\": imaged[~imaged[\"qc_outlier\"]].sample(4, random_state=0),\n",
"}\n",
"\n",
"fig, axes = plt.subplots(2, 4, figsize=(10, 5))\n",
"for row, (label, cells_shown) in zip(axes, examples.items(), strict=True):\n",
" row[0].set_title(label, loc=\"left\")\n",
" for ax, (_, cell) in zip(row, cells_shown.iterrows(), strict=False):\n",
" field = f\"BR00121438_O09_s{cell['Metadata_Site']}\"\n",
" mask = np.asarray(plate[f\"{field}_cells\"]) == cell[\"Metadata_ObjectNumber\"]\n",
" ys, xs = np.nonzero(mask)\n",
" window = np.s_[max(ys.min() - 15, 0) : ys.max() + 15, max(xs.min() - 15, 0) : xs.max() + 15]\n",
" image = get_pyramid_levels(plate[f\"{field}_image\"], n=0)\n",
" rgb = np.stack([np.asarray(image.sel(c=c))[window] for c in (\"DNA\", \"AGP\", \"Mito\")], axis=-1).astype(float)\n",
" ax.imshow((rgb / np.percentile(rgb, 99.5, axis=(0, 1))).clip(0, 1))\n",
" ax.contour(mask[window], levels=[0.5], colors=\"white\", linewidths=0.8)\n",
"for ax in axes.flat:\n",
" ax.set_axis_off()\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "c022",
"metadata": {},
"source": [
"The kept cells are flat and spread out. The flagged ones are rounded, out of focus and badly\n",
"outlined: the first outline covers the space beside a round cell rather than the cell, the\n",
"second holds little but a nucleus, and the last two cut across a column of rounded cells.\n",
"Their profiles describe the segmentation more than the cell.\n",
"\n",
"### The methods disagree"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "c023",
"metadata": {
"execution": {
"iopub.execute_input": "2026-10-21T01:14:44.704226Z",
"iopub.status.busy": "2026-10-21T01:14:44.703980Z",
"iopub.status.idle": "2026-10-21T01:14:48.306089Z",
"shell.execute_reply": "2026-10-21T01:14:48.304829Z"
}
},
"outputs": [
{
"data": {
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" ecod ecod, paper isolation_forest mad\n",
"ecod 1.00 0.79 0.78 0.21\n",
"ecod, paper 0.79 1.00 0.73 0.21\n",
"isolation_forest 0.78 0.73 1.00 0.23\n",
"mad 0.21 0.21 0.23 1.00"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"flags = {\"ecod\": jump.obs[\"qc_outlier\"].to_numpy()}\n",
"for name, kwargs in {\n",
" \"ecod, paper\": {\"ecod_aggregation\": \"paper\"},\n",
" \"isolation_forest\": {\"method\": \"isolation_forest\"},\n",
" \"mad\": {\"method\": \"mad\"},\n",
"}.items():\n",
" mt.pp.outliers(jump, contamination=0.02, key_added=\"qc_compare\", **kwargs)\n",
" flags[name] = jump.obs[\"qc_compare\"].to_numpy()\n",
"\n",
"pd.DataFrame({a: {b: (flags[a] & flags[b]).sum() / (flags[a] | flags[b]).sum() for b in flags} for a in flags}).round(2)"
]
},
{
"cell_type": "markdown",
"id": "c024",
"metadata": {},
"source": [
"The table is the Jaccard index between flagged sets. `ecod` and `isolation_forest` flag\n",
"largely the same cells. `mad` flags mostly others, because one extreme feature is enough for it.\n",
"`ecod_aggregation=\"paper\"` scores as Algorithm 1 of {cite:t}`Li_2023` does rather than as pyod\n",
"does, and on these cells it shares most of its flags with the default.\n",
"\n",
"### Is it removing a phenotype?"
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "c025",
"metadata": {
"execution": {
"iopub.execute_input": "2026-10-21T01:14:48.309008Z",
"iopub.status.busy": "2026-10-21T01:14:48.308844Z",
"iopub.status.idle": "2026-10-21T01:14:48.323205Z",
"shell.execute_reply": "2026-10-21T01:14:48.322299Z"
}
},
"outputs": [
{
"data": {
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"text/plain": [
" count min median max\n",
"control \n",
"False 16 0.007 0.021 0.030\n",
"True 8 0.011 0.022 0.031"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"per_well = jump.obs.groupby(\"Metadata_Well\", observed=True).agg(\n",
" control=(\"Metadata_Control\", \"first\"), flagged=(\"qc_outlier\", \"mean\")\n",
")\n",
"per_well.groupby(\"control\")[\"flagged\"].agg([\"count\", \"min\", \"median\", \"max\"]).round(3)"
]
},
{
"cell_type": "markdown",
"id": "c026",
"metadata": {},
"source": [
"Control and compound wells lose similar fractions, between about 0.7 % and 3 % of a well, so here the\n",
"flags do not concentrate on one compound's wells. On a plate with a\n",
"strong phenotype they may not: a compound that stops cells in division fills its wells with\n",
"exactly the rounded cells flagged above. Look at this table before dropping anything. If one\n",
"perturbation's wells stand out, pass `by=\"Metadata_Well\"` so each well is compared only with\n",
"itself, or keep the cells."
]
},
{
"cell_type": "markdown",
"id": "c027",
"metadata": {},
"source": [
"Next: [Normalize, select, aggregate](normalize_and_select.ipynb)."
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
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"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.13.15"
}
},
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"nbformat_minor": 5
}