{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Case Study: Zebrafish pigementation"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"In our previous zebrafish tutorial, we have shown how **{mod}`dynamo`** goes beyond discrete RNA velocity vectors to continuous RNA vector field functions. In this tutorial, we will demonstrate a set of awesome downstream differential geometry and dynamical systems based analyses, enabled by the differentiable vector field functions, to gain deep functional and predictive insights of cell fate transition during zebrafish pigmentation (Saunders, et al. 2019). \n",
"\n",
"With differential geometry analysis of the continuous vector field functions, we can calculate the **RNA Jacobian** (see our [primer on differential geometry](https://dynamo-release.readthedocs.io/en/latest/Primer.html)), which is a **cell by gene by gene** tensor, encoding the gene regulatory network in each cell. With the Jacobian matrix, we can further derive the **RNA acceleration, curvature**, which are **cell by gene** matrices, just like gene expression dataset. \n",
"\n",
"In general (see figure below), we can perform differential analyses and gene-set enrichment analyses based on top-ranked acceleration or curvature genes, as well as the top-ranked genes with the strongest self-interactions, top-ranked regulators/targets, or top-ranked interactions for each gene in individual cell types or across all cell types, with either raw or absolute values with the Jacobian tensor. Integrating that ranking information, we can build regulatory networks across different cell types, which can then be visualized with {func}`dynamo.pl.arcPlot`, {func}`dynamo.pl.circosPlot`, or other tools.\n",
"\n",
"\n",
"\n",
"In this tutorial, we will cover following topics:\n",
"\n",
"- learn continuous RNA velocity vector field functions in different spaces (e.g. umap or pca space)\n",
"- calculate RNA acceleration, curvature matrices (**cell by gene**)\n",
"- rank genes based on RNA velocity, curvature and acceleration matrices \n",
"- calculate RNA Jacobian tensor (**cell by gene by gene**) for genes with high PCA loadings.\n",
"- rank genes based on the jacobian tensor, which including:\n",
" - rank genes with strong positive or negative self-interaction (`divergence` ranking)\n",
" - other rankings, ranking modes including `full_reg`, `full_eff`, `eff`, `reg` and `int`\n",
"- build and visualize gene regulatory network with top ranked genes \n",
"- gene enrichment analyses of top ranked genes\n",
"- visualize Jacobian derived regulatory interactions across cells \n",
"- visualize gene expression, velocity, acceleration and curvature kinetics along pseudotime trajectory\n",
"- learn and visualize models of cell-fate transitions"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Import relevant packages"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Using already downloaded Arial font from: /tmp/dynamo_arial.ttf\n",
"Registered custom font as: Arial\n",
"\n",
"\n",
" ███ ████████ \n",
"█████ █████ █████ █████ ███ █████ \n",
" ██████ ██████ ██████ ████████ ████ \n",
" ___ ████ ███\n",
" | \\ _ _ _ _ __ _ _ __ ___ ███\n",
" | |) | || | ' \\/ _` | ' \\/ _ \\█████ ███ \n",
" |___/ \\_, |_||_\\__,_|_|_|_\\___/█████ ████ \n",
" |__/ ███ █████ \n",
"Tutorial: https://dynamo-release.readthedocs.io/ \n",
" █████ \n",
"\n"
]
},
{
"data": {
"text/html": [
"
\n",
"\n",
"
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" \n",
"
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"
package
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"
umap-learn
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"
typing-extensions
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"
tqdm
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"
statsmodels
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"
setuptools
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"
session-info
\n",
"
seaborn
\n",
"
scipy
\n",
"
requests
\n",
"
pynndescent
\n",
"
pre-commit
\n",
"
pandas
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"
openpyxl
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"
numdifftools
\n",
"
numba
\n",
"
networkx
\n",
"
mudata
\n",
"
matplotlib
\n",
"
loompy
\n",
"
leidenalg
\n",
"
igraph
\n",
"
dynamo-release
\n",
"
colorcet
\n",
"
anndata
\n",
"
\n",
" \n",
" \n",
"
\n",
"
version
\n",
"
0.5.7
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"
4.13.2
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"
4.67.1
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0.14.4
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79.0.0
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1.0.1
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0.13.2
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1.11.4
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2.32.3
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0.5.13
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4.2.0
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2.2.3
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3.1.5
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0.9.41
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0.60.0
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3.4.2
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0.3.1
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3.10.3
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"
3.0.8
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0.10.2
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0.11.8
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1.4.2rc1
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3.1.0
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"
0.11.4
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"
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" \n",
"
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"
"
],
"text/plain": [
"package umap-learn typing-extensions tqdm statsmodels setuptools \\\n",
"version 0.5.7 4.13.2 4.67.1 0.14.4 79.0.0 \n",
"\n",
"package session-info seaborn scipy requests pynndescent pre-commit pandas \\\n",
"version 1.0.1 0.13.2 1.11.4 2.32.3 0.5.13 4.2.0 2.2.3 \n",
"\n",
"package openpyxl numdifftools numba networkx mudata matplotlib loompy \\\n",
"version 3.1.5 0.9.41 0.60.0 3.4.2 0.3.1 3.10.3 3.0.8 \n",
"\n",
"package leidenalg igraph dynamo-release colorcet anndata \n",
"version 0.10.2 0.11.8 1.4.2rc1 3.1.0 0.11.4 "
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import warnings\n",
"warnings.filterwarnings('ignore')\n",
"warnings.filterwarnings(\"ignore\", message=\"numpy.dtype size changed\")\n",
"\n",
"import dynamo as dyn\n",
"\n",
"dyn.configuration.set_figure_params('dynamo', background='white')\n",
"dyn.pl.style(font_path='Arial')\n",
"dyn.get_all_dependencies_version()\n",
"\n",
"%load_ext autoreload\n",
"%autoreload 2"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Set the logging level. Various logging level can be setted according to your needs:\n",
"\n",
"- DEBUG: useful for dynamo development, show all logging information, including those debugging information\n",
"- INFO: useful for most dynamo users, show detailed dynamo running information\n",
"- WARNING: show only warning information\n",
"- ERROR: show only exception or error information\n",
"- CRITICAL: show only critical information"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"%matplotlib inline\n",
"from dynamo.dynamo_logger import main_info, LoggerManager\n",
"LoggerManager.main_logger.setLevel(LoggerManager.INFO)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Load processed data or data preprocessing \n",
"\n",
"If you followed the **zebrafish pigmentation** tutorial, you can load the processed zebrafish adata object here for all downstream analysis. "
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"|-----> Downloading data to ./data/zebrafish.h5ad\n",
"|-----> File ./data/zebrafish.h5ad already exists.\n"
]
},
{
"data": {
"text/plain": [
"AnnData object with n_obs × n_vars = 4181 × 16940\n",
" obs: 'split_id', 'sample', 'Size_Factor', 'condition', 'Cluster', 'Cell_type', 'umap_1', 'umap_2', 'batch'\n",
" layers: 'spliced', 'unspliced'"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"adata = dyn.sample_data.zebrafish()\n",
"adata"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"|-----> Downloading data to ./data/zebrafish.h5ad\n",
"|-----> File ./data/zebrafish.h5ad already exists.\n",
"|-----> Running monocle preprocessing pipeline...\n",
"|-----------> filtered out 14 outlier cells\n",
"|-----------> filtered out 12746 outlier genes\n",
"|-----> PCA dimension reduction\n",
"|-----> X_pca to obsm in AnnData Object.\n",
"|-----> computing cell phase...\n",
"|-----> [Cell Phase Estimation] completed [49.3193s]\n",
"|-----> [Cell Cycle Scores Estimation] completed [0.5694s]\n",
"|-----> [Preprocessor-monocle] completed [4.0006s]\n",
"|-----> dynamics_del_2nd_moments_key is None. Using default value from DynamoAdataConfig: dynamics_del_2nd_moments_key=False\n",
"|-----------> removing existing M layers:[]...\n",
"|-----------> making adata smooth...\n",
"|-----> calculating first/second moments...\n",
"|-----> [moments calculation] completed [37.9759s]\n",
"|-----> retrieve data for non-linear dimension reduction...\n",
"|-----> [UMAP] using X_pca with n_pca_components = 30\n",
"|-----> X_umap to obsm in AnnData Object.\n",
"|-----> [UMAP] completed [12.8499s]\n",
"|-----> incomplete neighbor graph info detected: connectivities and distances do not exist in adata.obsp, indices not in adata.uns.neighbors.\n",
"|-----> Neighbor graph is broken, recomputing....\n",
"|-----> Start computing neighbor graph...\n",
"|-----------> X_data is None, fetching or recomputing...\n",
"|-----> fetching X data from layer:None, basis:pca\n",
"|-----> method arg is None, choosing methods automatically...\n",
"|-----------> method ball_tree selected\n",
"|-----> [calculating transition matrix via pearson kernel with sqrt transform.] in progress: 100.0000%|-----> [calculating transition matrix via pearson kernel with sqrt transform.] completed [6.0389s]\n",
"|-----> [projecting velocity vector to low dimensional embedding] in progress: 100.0000%|-----> [projecting velocity vector to low dimensional embedding] completed [1.1716s]\n",
"|-----> method arg is None, choosing methods automatically...\n",
"|-----------> method kd_tree selected\n",
"Using existing pearson_transition_matrix found in .obsp.\n",
"|-----> [projecting velocity vector to low dimensional embedding] in progress: 100.0000%|-----> [projecting velocity vector to low dimensional embedding] completed [1.1949s]\n",
"|-----> method arg is None, choosing methods automatically...\n",
"|-----------> method kd_tree selected\n",
"|-----> method arg is None, choosing methods automatically...\n",
"|-----------> method kd_tree selected\n",
"|-----------> plotting with basis key=X_umap\n",
"|-----------> skip filtering Cell_type by stack threshold when stacking color because it is not a numeric type\n"
]
},
{
"data": {
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",
"text/plain": [
"
"
]
},
"metadata": {
"image/png": {
"height": 301,
"width": 296
}
},
"output_type": "display_data"
}
],
"source": [
"preprocessor = dyn.pp.Preprocessor(cell_cycle_score_enable=True)\n",
"preprocessor.preprocess_adata(adata, recipe='monocle')\n",
"dyn.tl.dynamics(adata, cores=10)\n",
"dyn.tl.reduceDimension(adata)\n",
"dyn.tl.cell_velocities(adata)\n",
"dyn.tl.cell_velocities(adata)\n",
"dyn.pl.streamline_plot(\n",
" adata, color=['Cell_type'], \n",
" basis='umap', show_legend='on data', \n",
" s_kwargs_dict={'adjust_legend':True},\n",
" show_arrowed_spines=False,\n",
" figsize=(4,4),\n",
")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"If you confronted errors when saving dynamo processed adata object, please see the very end of this tutorial. "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"If you would like to start from scratch, use the following code to preprocess the zebrafish adata object (or use your own dataset): "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"```python\n",
"adata = dyn.sample_data.zebrafish()\n",
"\n",
"dyn.pp.recipe_monocle(adata)\n",
"dyn.tl.dynamics(adata, cores=3)\n",
"\n",
"dyn.tl.reduceDimension(adata)\n",
"dyn.tl.cell_velocities(adata)\n",
"\n",
"dyn.tl.cell_velocities(adata)\n",
"dyn.pl.streamline_plot(adata, color=['Cell_type'])\n",
"```"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Differential geometry analysis\n",
"\n",
"In this part we will demonstrate how to leverage **dynamo** to estimate RNA jacobian (reveals state-dependent regulation), RNA acceleration/curvature (reveals earlier drivers and fate decision points), etc.\n",
"\n",
"To gain functional and biological insights, we can perform a series of downstream analysis with the computed differential geometric quantities. We can first rank genes across all cells or in each cell group for any of those differential geometric quantities, followed by gene set enrichment analyses of the top ranked genes, as well as regulatory network construction and visualization.\n",
"\n",
"The differential geometry and dynamical systems (i.e. fixed points, nullclines, etc mentioned in the previous zebrafish tutorial) are conventionally used to describe small-scale systems, while the vector field we build comes from high-dimensional genomics datasets. From this, you can appreciate that with **dynamo**, we are bridging small-scale systems-biology/physics type of thinking with high-dimensional genomics using ML, something really unimaginable until very recently! "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"In order to calculate RNA jacobian, acceleration and curvature, we can either learn the vector field function directly in the gene expression space or on the PCA space but then project the differential geometric quantities learned in PCA space back to the original gene expression space. Since we often have thousands of genes, we generally learn vector field in PCA space to avoid the curse of dimensionality and to improve the efficiency and accuracy of our calculation. "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Vector field learning in PCA space"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"To learn PCA basis based RNA velocity vector field function, we need to first project the RNA velocities into PCA space."
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Using existing pearson_transition_matrix found in .obsp.\n",
"|-----> [projecting velocity vector to low dimensional embedding] in progress: 100.0000%|-----> [projecting velocity vector to low dimensional embedding] completed [1.3163s]\n",
"|-----> method arg is None, choosing methods automatically...\n",
"|-----------> method kd_tree selected\n"
]
}
],
"source": [
"dyn.tl.cell_velocities(adata, basis='pca');"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Then we will use the {meth}`dynamo.vf.VectorField` function to learn the vector field function in PCA space. This function relies on [sparseVFC](https://www.sciencedirect.com/science/article/pii/S0031320313002410) to learn the high dimensional vector field function in the entire expression space from sparse single cell velocity vector samples robustly. \n",
"\n",
"Note that if you don't provide any basis, vector field will be learned in the original gene expression and you can learn vector field for other basis too, as long as you have the RNA velocities projected in that basis. \n",
"\n",
"Related information for the learned vector field are stored in adata."
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"scrolled": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"|-----> VectorField reconstruction begins...\n",
"|-----> Retrieve X and V based on basis: PCA. \n",
" Vector field will be learned in the PCA space.\n",
"|-----> Learning vector field with method: sparsevfc.\n",
"|-----> [SparseVFC] begins...\n",
"|-----> Sampling control points based on data velocity magnitude...\n",
"|-----> method arg is None, choosing methods automatically...\n",
"|-----------> method ball_tree selected\n",
"|-----> [SparseVFC] completed [1.2615s]\n",
"|-----> [VectorField] completed [1.4585s]\n"
]
}
],
"source": [
"dyn.vf.VectorField(\n",
" adata, \n",
" basis='pca',\n",
" M=100\n",
")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Velocity, acceleration and curvature ranking"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"To gain functional insights of the biological process under study, we design a set of ranking methods to rank gene's absolute, positive, negative vector field quantities in different cell groups that you can specify. Here we will first demonstrate how to rank genes based on their velocity matrix. "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Basically, the rank functions in the vector field submodule (**{mod}`dynamo.vf`**) of **{mod}`dynamo`** is organized as **rank_**{quantities}**_genes** where {quantities} can be any differential geometry quantities, including, **velocity, divergence, acceleration, curvature, jacobian**:\n",
"\n",
"- {meth}`dynamo.vf.rank_velocity_genes`(adata, groups='Cell_type')\n",
"- {meth}`dynamo.vf.rank_divergence_genes`(adata, groups='Cell_type')\n",
"- {meth}`dynamo.vf.rank_acceleration_genes`(adata, groups='Cell_type')\n",
"- {meth}`dynamo.vf.rank_curvature_genes`(adata, groups='Cell_type')\n",
"- {meth}`dynamo.vf.rank_jacobian_genes`(adata, groups='Cell_type')\n",
"\n",
"Gene ranking for different quantities (except `jacobian`, see below) are done based on both their raw and absolute velocities for each cell group when `groups` is set or for all cells if it is not set."
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"dyn.vf.rank_velocity_genes(adata, \n",
" groups='Cell_type', \n",
" vkey=\"velocity_S\");"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Ranking results are saved in `.uns` with the pattern **rank_**{quantities}_**genes** or **rank_abs_**{quantities}**_genes** where `{quantities}` can be any differential geometry quantities and the one with `_abs` indicates the ranking is based on absolute values instead of raw values. \n",
"\n",
"We can save the speed ranking information to `rank_speed` or `rank_abs_speed` for future usages if needed. "
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"rank_speed = adata.uns['rank_velocity_S'];\n",
"rank_abs_speed = adata.uns['rank_abs_velocity_S'];"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Next we use {func}`dynamo.vf.acceleration` to compute acceleration for each cell with the learned vector field in adata. Note that we use PCA basis to calculate acceleration, but {func}`dynamo.vf.acceleration` will by default project `acceleration_pca` back to the original high dimension gene-wise space. You can check the resulted adata which will have both acceleration (in `.layers`) and `acceleration_pca` (in `.obsm`). We can also rank acceleration in the same fashion as what we did to velocity."
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"|-----> [Calculating acceleration] in progress: 100.0000%|-----> [Calculating acceleration] completed [0.1735s]\n"
]
}
],
"source": [
"dyn.vf.acceleration(adata, basis='pca')"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {
"scrolled": true
},
"outputs": [],
"source": [
"dyn.vf.rank_acceleration_genes(adata, \n",
" groups='Cell_type', \n",
" akey=\"acceleration\", \n",
" prefix_store=\"rank\");\n",
"rank_acceleration = adata.uns['rank_acceleration'];\n",
"rank_abs_acceleration = adata.uns['rank_abs_acceleration'];"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Similarly, we can also use {meth}`dynamo.vf.curvature` to calculate curvature for each cell with the reconstructed vector field function stored in adata. {meth}`dynamo.vf.rank_curvature_genes` ranks genes based on their raw or absolute curvature values in different cell groups."
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"|-----> [Calculating acceleration] in progress: 100.0000%|-----> [Calculating acceleration] completed [0.1499s]\n",
"|-----> [Calculating curvature] in progress: 100.0000%|-----> [Calculating curvature] completed [0.1522s]\n"
]
}
],
"source": [
"dyn.vf.curvature(adata, basis='pca');"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {
"scrolled": true
},
"outputs": [],
"source": [
"dyn.vf.rank_curvature_genes(adata, groups='Cell_type');"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Now we estimated `RNA acceleration` and `RNA curvature`, we can visualize the acceleration or curvature for individual genes just like what we can do with gene expression or velocity, etc.\n",
"\n",
"Let us show the `velocity` for gene `tfec` and `pnp4a`. `bwr` (blue-white-red) colormap is used here because velocity has both positive and negative values. The same applies to `acceleration` and `curvature`. "
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"|-----------> plotting with basis key=X_umap\n",
"|-----------> plotting with basis key=X_umap\n"
]
},
{
"data": {
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ffRcHHXQQampqsHjxYvzrX//C66+/3uJ169ev7/C9kJ5JW3QNQG2zJUITiBCCgw46CHV1dVi1ahXmzp2LX/7ylwDMh//w4cNbfX0oFMKTTz6JE088EY888ggaGhrwt7/9reDaww8/HPfff39OCZpw7rnnQmuNP//5z0ilUrjzzjtx55135qyJRqO45ppriqaJE7K5WLZsGZZ++SW2KXJ+aZfuhhBCtkx23XVX7L333rjjjjtw8803tzB7Bg8ejKeeego77LBDp+/lwgsvxC233IL33nuvYGbShAkTcOWVV3bKvY855hi8+OKLuO222wAA06dPx/Tp01usO/jgg/HDH/7QzwiaPXs2vve973XKnkjPojVdA1DbbKmwHIwQgj59+uDFF1/E4Ycfjt69eyMWi2Hw4MFYurTtH+3l5eV4+OGH8b///Q/jxo3D9ttvj4qKCkSjUQwaNAhHHnkknnzySTzxxBMla9snTpyIuXPn4je/+Q2GDx+OyspKxGIxbL/99hg/fjxmz56NM888syPeNiEdzjYAlsTjBR+lRNSm8K9//QuHHnoo+vXrh2g0ioEDB+KII47Ak08+2a3u0dzcjBtuuAH7778/ttpqK0SjUWyzzTb48Y9/zAbvhBAfpRRuv/12PProo9hvv/1QXV2NsrIy7LHHHrj88ssxZ84c7Lzzzl2yl9133x1z5szBb3/7WwwePBiRSARbb701jjrqKLz88su46qqroJTqtPtPmTIF06dPxyGHHIK+ffsiHA6jsrISO+64I4455hg8/fTTePrpp3H00Uf7mdv3339/p+2H9DxK6ZotWds0NDTg+uuvx5gxY/x79O7dG3vvvTcuvvjinJ5cxejduzeUUm16FMra25wozRbyhBBCyCYzcOBA4KuvsKSqqvD5+nqgf/+CPbM2hnQ6jeOPPx4PPfRQ0TXHHXccpk2b1qayzs68xzvvvIMjjzwSn332WdE1P/vZz3D//fcXbMBKCPn6I2bKbrvthvfff3+z7WPSpEm4+OKLAQCPPfZYwabNhPQEWtM1wJapbV5//XUceeSRJfdcW1uLBx54AIccckjB84sXL8bgwYPbfM/XXnut5KTBroblYIQQQkhHoRRQzMTo4GjxGWec4YukIUOG4PTTT8fgwYPx0UcfYcqUKVi2bBnuvfde1NbWFi3P7Ip7fPDBBzjwwAP96TWjR4/Gz3/+c/Tp0wfvv/8+pkyZgvXr1+Of//wnxo8fj7vuumuj9koIIYSQDqaUrpHzHUhna5uPPvoIhxxyiN8769vf/jaOOuooDBgwACtWrMD06dPxwgsvYN26dfjJT36CGTNm4Dvf+U6L68yaNcs/vvDCC7HHHnuUvO83vvGNdu+1U9GEEEII2WQGDBigBziO1v37F3wMcBw9YMCADrnX//73Pw1AA9B77rmnXr9+fc755cuX65133tlf8/bbb2+We2SzWb333nv7ayZPntxizcKFC3W/fv38NbNnz273XgkhWz7yGbDbbrtt1n1cdNFF/l4ee+yxzboXQjYnremaLVHbHHzwwf7rL7roooJrrr32Wn/NzjvvrDOZTIs1l1xyib9m4cKF7d7H5oY9gQghhJCOQiJmhR4dGC2zG5HeeeedqK6uzjnfr18/PPjgg355xaWXXrpZ7vHII4/gjTfeAACcdtpp+OMf/9hizdChQ3HJJZf435dKASeEEEJIF1JK12xh2mbRokX+xL19990XkyZNKrju97//PX7yk58AAD788EO8/PLLLdZIJlB1dTWGDBnSrn10B2gCEUIIIR1FF5hA69evxzPPPAMA+M53vlM0BXnXXXfF6NGjAQBPPfUU6uvru/we9957LwCgqqoKf/3rX4ve78gjj8Qpp5yCiRMnYq+99mrzPgkhhBDSiXSRCdQV2uY///mPf3z88ceXXHv00Uf7x4WaOosJNGLEiE5tDt9Z0AQihBBCOpJiQqmD+N///odsNgsAOPDAA0uuHTNmDAAgmUzihRde6NJ7NDY2+hG3ww8/HHV1dUWv0atXL9x+++24/PLL2YSVEEII6U6UMoE6iK7QNoAxbWpqalrt0dO7d2//eO3atTnnGhsbsWDBAgDAN7/5zXbdv7tAE4gQQgjpKLogE2jOnDn+8a677lpy7S677OIf200Mu+Iec+fORTqdBmAaLwqZTAazZs3CM888gzfeeAPJZLLN+yKEfH3RWkNrvVkngwFmOpjshaY06fF0USZQV2ibU089FXPmzMG6dev8bKJizJ071z/OD2LNmTMHruvm7HXDhg14+eWX8fTTT+Pdd99FJpNp8742B5wORgghhHQUXTAdbNGiRf5xa3XogwYN8o8///zzLr3HBx984B8PGzYMqVQKl112GW699VasWLHCP1dVVYXTTjsNF110ESorK9u8R0IIIYR0Ml00HawrtE1bcV03Z1KpHcgCco0n13Xxk5/8BE8++aSfyQSYEfOnnnoqLrjggha9jboDNIEIIYSQjqQD06MLsXLlSv+4VIkVkJvOvHr16i69x+LFi/3jcDiMb3/723j33XdbvL6+vh5XX301XnjhBTz77LOt3o8QQgghXUgn6xqga7RNW7npppvw4YcfAgC23377FibQ7Nmz/ePf/OY3Ba+xbt06XHXVVfh//+//4ZlnnsG2227b4fvcFFgORgghhHQUSgHxeOGHUli6dCkGDhxY9NEWmpqa/ON4PF5yrX3efl1X3MNu1njGGWfg3XffxYgRI/DEE09gw4YN2LBhA5544gnsvPPOAIB3330Xv/jFL/wUa0IIIYRsZkrpmi1M27SFV199FRMmTPC/v+yyyxAKhXLW2JlAsVgM5513HubNm4dEIoFly5bhH//4B7bbbjsAwLx583D44Yejubm5Q/e5qdAEIoQQQjqKLugJJH12ACM+SmGfb099ekfco6GhwT9esGABRo0ahddeew2HH344qqqqUFVVhcMPPxyvvvoqRowYAQB47rnnMH369DbvkxBCCCGdSBf1BOoKbdMas2bNwmGHHYZUKgUAOOGEE3DkkUe2WLdkyRIAQEVFBf73v//hsssuw0477YRYLIatttoKxx13HN566y2/afTs2bNx0003ddg+OwKWgxFCCCEdSYm06W222cYXDxtLWVmZfyxCpRh20+VoO9K5O+IeWmv/WCmFu+++u2DPn5qaGtx8883Yf//9AQC33347fv7zn7d5r4QQQgjpRFrRD1uKtinFm2++iUMOOcSfBLb33nvj1ltvLbh20aJFWL9+Perr64tmOvXq1QtTp07FXnvtBQCYMmVKTobR5oaZQIQQQkhH0QWZQLaRkkgkSq61z9sCqyvuYV9j5MiRGD58eNFr7Lfffujfvz8AYObMmSwJI4QQQroDXZQJ1BXaphhPP/00xowZ4xtAe+65J55++mmUl5cXfU1NTU2rpW4jR470S94XLlyIL7/8cpP32lHQBCLdkkwmg7POOguO40ApBaWU31R0c/7jYOHChTj33HNRV1fn7ysWi+Hyyy/v9qMACSFdQBeYQL169fKPW2uIuGbNGv+4X79+XXoPexpGKQMof01TU5MvxAj5upDJZHDZZZchEon4+qGurg7XXHNNTunk5oDahhBSlC4ygbpC2xTi9ttvx+GHH+5/Du+zzz54/vnnc/azKdj656uvvuqQa3YELAcj3Y45c+bghz/8oe+W7rzzzrj33nux++67Q3XQB83GMmzYMFx55ZW4+OKL8cgjj+Cyyy7D/Pnzcf755+Ouu+7CL3/5S/Tp0wepVArRaBTxeBxbbbUV9thjDwwaNGiz758Q0gV08hSNb3zjG/7x4sWLseeeexZda0/oam3kakffY9iwYf6xXRpWDLvGn5lA5OvEBx98gBNOOAHvvfceAGCnnXbCBRdcgKOPPhqRSGQz7660tpk6dSqOPfZYahtCejJdMB2sK7RNPhdccAEuu+wy//tDDjkEjz76KCoqKjb6mvl0h8/4QtAEIt0GrTUmT56MiRMnQmsNx3Fw9dVX+xlB3Yl4PI7jjz8eRx55JCZNmoTJkydjwYIF+Mtf/lL0NXV1dRg5ciRGjhyJ0aNHY8yYMd3ufRFCNhGJmBU71wHssssu/vHcuXNxxBFHFF07d+5c/3jXXXft0nvYx4sWLWr1nsuXLwdgzCCOiSdfB7TWuOaaazBx4kRks1k4joNzzjkHF198cYf1sehICmmbTz/9lNqGkJ5MKV0j5zuArtA2Nr/+9a9xyy23+N+PHTsWd955J8Lh0vbInDlz8N///hcrVqzAD37wA3z/+98vud7ulSRl790BpdsSniOkk3FdF7/97W9x8803AzCpc//+979zIsndmTfeeANnnnkmmpubUVZWhmg0ilQqhebmZnz++ecFU72HDRuG008/HePGjeM/eAj5GjBw4EBg/Xos+dWvCp+/806gpmaTmydu2LAB/fr1QzKZxPe//308//zzRdcecMABePHFFxEKhbB69WrU1NR02T0ymQy22WYbrFq1CuFwGMuWLUOfPn2K3q9v375IpVLYa6+98NZbb7Vpn4R0V1zXxVlnneVPhBk+fDjuvvtujBo1ajPvrO1Q2xDSs2lN1wBblrYRzjnnHEyePNn/fuLEibj88svb9NoHHngAxx57LADguOOOwz/+8Y+ia9etW4dtttkGiUQCgwYNyslg2tzQqiebHdd1cfLJJ/sG0EknnYTZs2dvmgGkNeC65msXsPfee+PNN9/EBx98gLfeegszZ87EW2+9hQ8++ADr16/H/Pnzcd999+EPf/gDvvvd70IphYULF+Kcc87BwIEDMXbsWMybN69L9koI6WSK1c13ENXV1Tj44IMBADNmzMCcOXMKrps1axZeeuklACbFuT0iqSPuEQ6HcdRRRwEwhtAVV1xR9H5Tpkzxp4Ecc8wxbd4nId0R0TViAJ100kl47733Ns0A6mJdA1DbEEI8SvUE6iC6QtsAwMMPP5xjAF1xxRVtNoAAY0CFQiEAwGOPPYZly5YVXXvVVVf5TazHjh3brn12NswEIpsVrTV++9vf+kLp7LPPxtVXX92+i7gukEwCmQyQSgHZbK5IchwgHDaPaBSw+k5Aa7M+k8l9TShk1ndSSvPChQtx22234a677vKbn4XDYRxzzDG4+OKLMXToUNbYE7KFMXDgQGDDBiw566zC52+4Aaiu3uRoGQD873//80eqjxgxAi+88AL69u3rn1+xYgVGjx7t/wPsxRdf9Nd35T0WLVqEESNGoLGxEeFwGH//+9/9CJowY8YMHHrooWhubkZdXR3mzZvHDAKyxdIhugYwuiaZBNJp87D7ZCkVaJpIBIjHc/VKJmMeYhoplauFOoli2uYPf/gD/vrXv3bb3hiEkMK0pmuALUvbrFy5Et/4xjf84RNnnXUWrr/++nbv85e//CXuv/9+AMYUeuKJJ3KmmwHAtGnT8Ktf/Qqu66Jfv3748MMPi2ZDbw5oApHNylVXXYVzzz0XwEYIpUQC2LABaGhoaf64rjFyYjEjfGKxQPiIGHIcs77UfwKOExhHnSBeEolEThNGoba2FnvvvTdr7AnZghg4cCBQX48l55xT+PxVVwFVVR0ilADgxBNPxN///ncAwDbbbIPx48djhx12wCeffIJbbrnFj06dfPLJuPPOO1u8fsiQIfj8888BGCNm9OjRHX4PAJg6dSp+9atf+c2hf/SjH+HHP/4xKisrMWPGDNx9993IZrMAgIceesjPHiJkS2STdE02C6xda7RNY6PROd5/G9A60DORiPlqjy92HKNvlGo9WygaBcrKzDU6IeBUSNuEw2GMGjUKo0ePpq4hZAuhNV0DbFna5vzzz/ezfnr16oUpU6a0qT/btttum9OoetmyZRg1ahS++OIL//ypp56KHXfcEatWrcL06dPx3HPPAQCi0Sj+/e9/46CDDtqIn0bnQROIbDbmzJmDb37zmwBMqvRdd93Vthcmk8Dy5cCaNUGELJMxX20jKBQKHo4TRMrC4eD5igojhNpCOByIpg4mmUzilltuwaRJk7Bhw4YW51ljT0j3Z+DAgUBDA5ZccEHh85deClRWdphQSqVS+MUvfoHp06cXXXPUUUfhH//4R0GR0xYTaFPvIfz973/HmWeeWXQUdiwW8ycsErKlMmfOHOy2227QWrdP12QywMqVwBdfmMBWImE0TXOzOSdGkK1holGjYaJR85yYQ/E4UF3dtkxmpYyuqazsFDMomUzisssuw1//+tcWE/+oawjp/rSma4AtS9v0798fS5cubfeexo4di7vvvjvnuU8++QQ/+9nPipatAWZ8/d13340f/vCH7b5nZ0MTiGwWMpkMBg4ciOXLl2PnnXfG7Nmz/frKomSzxvz56qtAGBVKk7bXu64RQpISHY2ayJmYOfG4EU0igOQ/B8kWkq82sr61/W4EWmssWrQIr732Gt555x28+eabmDlzph9Bj8ViOProozFx4kQMHz68w+9PCNl4fLF08cWFz190UYcKJeGxxx7D1KlT8dZbb2HNmjWoqanBt771LZxyyin46U9/WvR1bTGBNvUeNl999RVuvvlm/Pvf/8aiRYvgui6GDBmCgw8+GGeeeeYmjXklZHOTr2tmzZrV6pQZaG0CWh9/DKxebYJcqVRQBpYv0V030DuibcJho0mqq83XeNzonPLylqVfShkNk69fHMe8vhOCXADQ3NyM559/HjNmzKCuIWQLojVdA2w52mbVqlU5pWXtoZAJBBjD6r777sNDDz2E9957D2vXrkVNTQ222247HHHEETjttNPQq1evjbpnZ0MTiGwWfvOb3+Cmm26C4zj4/PPPzYdMKRobgc8/B1asCPr4JJO55k8mE/QGymTMc1oH65QKSsRiMaCqyoglaWxWVWWEkPQIsmvpw+FAUEkadlVVhzZEK0ahGvtoNIpJkyZhwoQJrYtMQkiXMHDgQKCxEUsuu6zw+fPPByoqOlwoEUI2P7auWbRoEQYNGlT6BakU8NlnwPz5geHT1GQ0iyDBLHlOJLuYRYDRJNGo0TNiAoVCuQEv1w2uJZomHjc6pqws6INYUWHMoE6GuoaQLYPWdA1AbbOlQhOIdDl2Gdh1112H3/3ud8UXS5Rs0SJTIw8Y4ZNKBaImlTKZQSKI7NeKcJIeQBJFk3KweByoqTHHEiGT14ppFIkEKdiSbi19gurqjIiy75mPpFhvYqp1oRr7vfbaC9OmTcOIESM26dqEkE1n4MCBQFMTllhTJ3LOT5gAlJdTKBHyNaNdugYwZs8HHwBLlhhNkk6bYJcdgJLG0Pm6Ipk02keylYHc4RaxmNE1olMkYGVnOovmcRxjAtXUGNMoEjEmUJ8+uZolfw/2uU3QNtQ1hHRvWtM1ALXNlgpNINLl7Lzzzpg3bx523nlnfPDBB6WnYK1YASxeDNTXm+8TCfMQodTcHIgk120poKSRolKBSJL/y2ttjKN0OsgQqqw0gkkmg4lQkokaZWVB/bz0EurVyzzakkYtTRs3UTRNmjQJkydPhuu6iEajuPTSS3H22WdzohghmxFfLN1wQ+HzZ51FoUTI1xBb18yZM6d0w+MNG4A5c0x5u+saHbJ+faBdpBzM1iqSwSNlYvK3Ppk0miiVyjV5lAoynSsqgL59zVdb2wBBQEzW1dUFZfP9+hlTqC26grqGkK8lrekagNpmS4X5lqRLefXVV/2xfo888kjpP+4rV5r+P9JItKnJPLQ2Imj9+sAUsidoAC2jZ3Zpl1Lm9YlEcF7MnlDIRMQqKgJjSNKsIxFjOoXD5t5VVUDv3maSh+ua7ysqSjdjFBNqE8ygeDyOK664Aj/96U8xbtw4zJs3DxMmTMAXX3yB6667jtM2CNmcKFW8TJT/mCHka0e+rin5N7ipyRhAa9YY3SBTTkWjSFPobDbodyhaRnog5pfES4ArlQqOJYtZJqSuWGGMIMloLiszRo8MzJCM6oYGs05ro8Fqa83a1nRFvrZpJ9Q1hHRjSukaOU+2OGgCkS5l/PjxAIB99tmndAPAxkZg6VLz1XXN1+ZmI3waG42AamgIBI+d5SMlYvKcLaKktl56CdlGkUwR27DBmDvxuPlgk/Hy0ahJk45ETGbS+vXGAOrTJ8hASiaNidTaOHnZq53O3U723ntvvPvuu/j1r3+NqVOn4sYbb0RDQwPuuOMOCiZCNidd0CuMENI9aLOucV1g7lyjXaTUSzKAJBtI+hqKRrA1jpS9i0Fk9/ixm0iLeST/cAuHjWbasMFk+jhOENySfoiVlWZdMmk0Vt++wFZbmWukUsH51vTKJppB1DWEdFOoa7520AQiXcaKFSswe/ZsAMBtt91WPAsomzVjUiUlurnZPJqajDhZtSqYDmabPHZ0zE6jluiZpFFL42fJHJLG0I5jzJt02qRp9+ljjKHm5uB6S5cGzRRjMWMCrVplBFO/fkYorV9vjsvLW07gyK++zGaLZwW1QUDF43HcddddqK2txbXXXoupU6eiqqoK1113HVOoCdkcMBOIkB6DrWumTJlS+u/uZ58ZDSO9f+rrA41TXx+YN/nDKQDzGjlvaxrRMqJtpCxMMpuljF20TCoVaBPJClq71uia2trA7LFL0vr0MdevrDSfbZI57SGtFu3BZRraLFHKrz5ra8yLuoaQbgYzgb6W0FYnXcb5558PAKirq8Ouu+5afOHy5UGdezJpxFFDg3ksWWKiWVIDL8JHRJA0TJTvm5rM2uZm87WpKUi3FvEkJpNtFCWTRhjV1wPr1pmvjY1AIgG9YQP08uXQ69dDJ5PQzc3QK1ZAL10G3ZyAXrsOetHn0MuWQ2+whJ39ENMq/2FT6LkiXHPNNfjDH/4AALjhhhtwzTXXbMyviBCyqYhYKvToJKH0r3/9C4ceeij69euHaDSKgQMH4ogjjsCTTz7Zre7x3nvvYezYsRgyZAhisRj69u2L7373u7j11luRym/sT8gWQJt1zYYNRr/IVK+GBhMwamrK1TSie7LZIANInhMDqLnZ6BFZX19vrmEbSZlMUOK1YYNZ39AALFtmtM3ateb+q1ebLKH1602Qa8WKIOD25ZfAwoUm0NXUZF7jZWXrRBKZlItEs3mkki4yaRduVsPNamjvazaj/ep7kWN25X4pqGsI6SaU0jXUNlustmFjaNIluK6L6upqNDY24tZbb8Xpp59eeGEqBXz0kREyK1YY8SJCaenSIBXa/r+tZADZzaAlI0gElIgl+3X5YSlJmw6HAxElUTHHgZa1sRgQiQKRsCkPq672mipWAgP6Q9f0go5GgLIy6LhXd19dDR2JQjmq+FAN5UCFg8yhFh+pbfiQPemkkzBt2jQ4joP33nvPn1ZCCOl8Bg4cCKRSWPLPfxY+/7OfAdFohzVPTKfTOP744/HQQw8VXXPcccdh2rRpGz1yuaPuce211+Kcc85Btsi/AEeOHInHH38cAwYM2Kh9EtLVuK6LqqoqNDU14ZZbbvHLwlqgddAHaM0aY9Z89VVuprMYPDaSDdTUFGQHyXoJgklAK/9+dulUJBI0eNbalKxLubtMP5Vm0J5eQa9e5jgWA4YMAbbZxqytqEAmFEFaO4ATho7E4KoQMq4yWUAa0FoZqeVlOKuwg1BI+dlAQHDL/GTpQoiuUUrh/fffp64hpAtpTdcA1DZbqrZhORjpEp5//nk0NjZCKYVf/OIXxRdKs0QROuvXG8G0Zk1pAwgIMntENNkRNMkYAoLSKynFElXS3GwEjwgvAGhshJbGiTJFQ64ZDvvTyXSfOmhXmwwhJwKUxwFXG5GEBHQyBVSZEawqFIgz8aGUAqBd6IwGHJNq7Wso+722YgTddttteP311zFv3jx8+9vfxsqVK1FeXt7WXxMhpCPootr5M844wxcwQ4YMwemnn47Bgwfjo48+wpQpU7Bs2TLce++9qK2txd/+9rfNdo/77rsPZ599NgCgoqIC48ePx8iRI7FixQpMnToVs2bNwjvvvIMjjjgCr7zyCmJtmbRIyGbm+eefR1NTE5RSOPbYY4svbGw0WTSZjNEma9a0HGqRb+SIDhHtIpnNDQ1B2VciEWgVoOWxPQjDngjW1BToGa3N55VkGom55LrQrgsNmABcZSV0vAypZNZomVAYGZ1GtikDNxwDwnY2gAagzBet4aZcZOBAq5A/iCwcNtu3/aliUNcQ0g3owp5A1DZdAzOBSJdw/vnn4/LLL8d3v/tdvPzyy4UXZbPAJ58YY2XpUlMWJqVY69cHPYBsRDiJIEqlcsvEJGJmiyMbu0GzEI36jZ2145iImYxVFVHlCSitFHQ4Arei3DRcrKoBBg4AanvBDYehy8qhK2uAaMSYO9U1UBUV0I7jix7xdhwHcBwvciZGkVJByyDZXytG0FdffYVBgwbBdV1UVFTgtddeK52mTgjpEAYOHAik01jyzDOFzx9yCBCJdEi07OWXX8Z+++0HANhzzz0xY8YMVFdX++dXrFiBAw44AB9++CEA4O2338bIkSO7/B7r1q3DdttthzVr1qC2thYvv/wyRowY4Z9Pp9MYO3YsHnjgAQDA1Vdf7YsqQrozbdI1ALBggelzWF9vvq5YEfTcKZTJI5nIEsiSoNb69cEUMMkekvV2H0T5age5pDcQYJ6TLB/RNZEIEAohGw7DjUbhxsuh6/oCvXsBlRXQQ7cHeveBG4ogG4ohW9ULWjlGQgFwQ1G4kZh/P+2a5wEjYLRWgKOgVZAVJEPHRGaVkjbUNYRsHlrTNQC1zZaqbdgTiHQJM2fOBACMGjWq+CLbxFm7NujdY0/LsJGsIBFEMhHMHpdqG0B27x1pvijfSx8g6R+USkHLtezmi5JplMlAp1Jws1m4aWNA6VWroDesQ3bdemQaGuFmXejmZqC5yVw/lQRWr4Revx7IpKEzWeiMC7jaT2jKenX0OQ9pIyTvuxXftn///pg7dy4cx0FjYyN23313XH311aDfS0gX0EU9ga688kr/+M4778wRMADQr18/PPjgg34j1UsvvXSz3OPOO+/EmjVrAAAXXXRRjkgCgEgkgmnTpvmp0ldeeSUy+f8oJqQb8sorrwBoRdek0yaY5brGxGloCPr2iGbJR7KARI9IBpFoFckACoRDy76Dkl2UTucaTvK9lYmkMxlk0mkkUymkMxlkUynopgZg1Qpg3VroxmZg1Sq4qQxSCY1MUwqp9Y1IJFwkU0A6BaSbUkisS6BxfRYNDUBjE5BMAJm0Rjatkc24yGY03LSLZEL7id6SCJVfrZ9Pvq7ZY489qGsI6Sq6sCcQtU3XQROIdDpaa7z77rsAzPjPojQ1GfEiDZltoVIoA0iMG3mdRM+kmWKxUfBiAnnX0PLIZk36cyoFt6kJOpPxH0ing3tms3CzWWRd1zdy3OYEsokksuvXQ69cCdQ3BPdvagxG3Dc2Asu+BNasBRJJo5ISzeaRTMFNZQIjyDV71a72NZ2r0fL9FGCnnXbCokWLMHz4cLiuiwkTJuB3v/sd3GIZUYSQjqOYUOog1q9fj2e8qNx3vvMd7LHHHgXX7brrrhg9ejQA4KmnnkJ9fX2X3+PBBx8EAESjUZxyyikFrxGLxXDqqacCAFauXIkXXnihzfskZHPQZl1jN3tety53xHuhhqHSF6ipKRj7bpVo+bpCdIxtBtk6RYJYcizBMtmLVyafzWSQbE4g3dwMN52BTiQ8XZOBbmqEXmMaSLur1yFdn4CbSiOT1tDNSSCRMpf2bqGzGeh0GtlU1iQxJYGGRqCxSSOV1Eg0u6ZtY9aFm3WRTpu2jxs2tM0IsnVNNpulriGkKyllAnUQ1DZdC00g0ul88cUXaGhoAFBCLGkdGD4SNROxYzunYvCIKyIRMYl6ySM/M8jK4JEsH+2ZOVpq3736d1drYwil09DesSuv0RpuJmNel83CzaThZkxGEBJJoCkBNGwA1q81Rk9jI9DcADQ1AJkU4GaATBpYvQJorDchtEwGyORO88gmknCz2rzVrDGC/KCfZAW1YgQNGjQI7733Hk466SQAwI033ohTTjmFgomQzqQLMoH+97//+U0IDzzwwJJrx4wZAwBIJpPtEiAdcY/169fjvffeAwDss88+qKioaPUaAPD000+3eZ+EbA6++OILNDY2AmglE0imga1bF5SpyxCLfCQzWaaV2mVhkhkkesbWO7bGKZQVZGcHeefddBqpZBKpdBraD4qljBZJNBtnJ50BNtQD69YDG9YBDRvguBk42oWTzUClk9CZoJm1Aw3lpuG4Zr/iT4khlElrJFMumpqBVEIjndL+j0JaJuX3xs6HuoaQzUAXZQJR23QtNIFIpyP/oVRVVWHQoEGFF4mokQbQdhmWmB12CZdEtUQciYEimUGNjbnRMK+2XicS0KmUedjRNA9t19jLNb37aq2RTWeQFRMokzUlX9msKfVKJkzp14YNwLq1wPo1wPp1QLOX0t3YZJRQIg00JozqaWqGTqbhJhLIJlPIpl1k0hpuIg230WQjuS6QzWj/R5FTHtaKERSLxXDXXXf5Y1anTp2K3/3ud0yhJqSz6AITaM6cOf5xa30xdtllF/941qxZXXqPuXPn+v8466x9ErI5sHXNtttuW3xhY2MwBUyydfJ0h49kN9tZzJIFJHpGNFCxMjAxkvLx7qld12T/eFlA5vopIJMF0lmvtssFUhmg2Ssha2qEWrsWoaYmqHQKjsp4TX80wpmUMX+kXaJyoXQWjpuGo7Q39ALQ3qWTzRrNzdpUpiVdNDZq/+2tXdu2EfLUNYR0MV1kAlHbdC2cDkY6naVLlwIAtt12WzhOEd9RolxS955KBSEkOS8PqYkXsWOPgZdQki0GPLGkXdeIBHs6mFxDnrObKVqlZDocNllCkQg0HHOdcNifAGb2kQaSAKCB8grTaDEaB8IhIBIzUTWlAOXNUV2fAcJhqLgLFY4YgZbNwHVC0E4YrgZ0YxIqnIUTi0KFNKAVlLc1v1d1G34H11xzDQAzyvBvf/sbotEorr766o34bRJCWqWTp2gsWrTIPx4yZEjJtbbx/vnnn3fpPdpzjdraWlRWVqKhoaFd+yRkc9AmXQPAr3mSaV0SYMp3OuweQXJOsoHs/j6igWzTx75GIbxpoxpARmtkvaldOXtwXWPsOGVAJgmEHEA5QDIN1DdAxeIIrVsB1NVBZzMIh8Nw3QyUE4LKps10MAAhBSidRQohKDcDV0WgvB+PzpgyulRSI6WUmU4fcpFKhfy+1Rs2mB9TVVXrvwPqGkK6kC6YDkZt07XQBCKdzuzZswGg9EhPrU3EzDZ/bJEjwkmEEhDU1NvRMCAQUpZx5BtANvZrlIIOhYyrYq3TYkIpZa6RTpsMHBm1Ggqbe4kIzGSM+dPUBJSVAw31Zm3cGymfzQJhSxE1NwBKA1ljGCnlwHFdwMkgq6NAKAKdTsN1NRCLwQ05CIeNoEtrGa2qzVSxVrjmmmuwbt06TJ061RdPkydP9hufEUI6AImYFTvXAaxcudI/rqurK7m2d+/e/vHq1au79B7tuYZcp6GhoV37JGRz0GZdI0Eq23DJbw6ar3nkOdsAkqxkyQjK73NYIgtGa40MYAZZ+AEv5I6RF63lOEA4ZjKbyxxAhYC0yWZWK1dDDU4iHI0gGw4hjCgyDqAzabjh4DNPKRcOXCgAWrnIuiZaFYkCjudxpTMaqZSZEgbHhes6/tuTAaxtmQJPXUNIF1BK18j5DoDapmuhCUQ6HUl/22uvvYovkj4+koljk59Cnc0GpV9AIH6khEyMJE/UuPkCKd9cAjwRpE30KxQy6cvWNnQ2a1KnJf1GujSHXTP+HQgMpGzWK2VLGyGVTAD1jZ4CAqAjwXtMJoF4uVmrAUSjUI65fyiTggsN7YRMbyJXQ5eVIQ0jnJTni4VCgY5rjTvuuAMrVqzAv//9b1xzzTVIJpO44YYbSkcyCSFtpwtMoKamJv84Ho+XXGuft1/XFfdozzXsNe3ZJyGbg48++ghAK7oGCDQLkJthDOSWuovJIwaRfM0va5cMZpti3ysFF0AGgG9Bae9/XBfIahOEggYcFWgXpQAVBdyseT6jzPP166Ea64F4GZxMFuFIGnBiMPnIGZMV7W8hC9dxoJBFOuyYbbsmbhbxhl2kMwCg4EAjmQze2rp1ZgvhcNuSD6hrCOlkusgEorbpWmgCkU5H0t/susgWZDK50SggMGns8i6JiOWXidnTM+S1hQwgO4JmjYw3z2SBDKAdp0WNa0aMn1DIfFXKGDqZtBFK8iGgYdyjZNIUwLtZINEERMJAcwwIVZjXRsIAlHl9JmOMpGwGSLnm3k7E3CKbgQsYIeamoROAGy+H1p4RhMAAkiq2UjiOg8cffxynnXYa7rzzTtx0001oamrCHXfcQcFESEdRQiwtXboUAwcOLHp+yZIlrV4+bXVPjcViJdfa59sznrQj7tGea9hrutsYVULy+eqrrwAAO+64Y/FFtgEE5P6Bzi9ZtwJX/msl09maTNqi5KtEQ2RXa6QB+CukQQ+sRj0uPH2hPCPIDUrXkwooU4B2vOfTUOvWQffqDUdnoKERUi6glSllD4U9kwlQ3oEDF2FHI+QoZLJG8jgwH5EyD0O5AByNbFb5sz7icTMktqLCk0Ql5Al1DSFdQCuOLLVN69fpbtqGJhDpVLTWWLVqFQBgxIgRxRfmZ+eEw54ISeaKImkWLdjiyNwwKAGT720DyTaACkTUNBBEwyIRaKWMASR9irJZs7dQKNin7CsaBUIwZk7YAZIpI6bCXpp3Y6PpDxTz3ksobNZl0yY7CNpkF6XTQARAOAIFwHGz0ErBVSGobAZuKmlKw7LKCviZkjDXbZsRdMcdd6C6uhrXXnstpk6diqqqKlx33XVMoSakA0imOve/o7KyMv84VWjMtL0XawpRtB01/R1xj/Zcw75Oe/ZJSFejtfb/QbPDDjsUX+i6RiuEw0Y/SNpufjaQ3QfIbvpcqAdQ7kaKfi8ZQMErrM8k+Tsve5EAlwvA8ZwZR5l687QLRLJexhCg1q2Fk83C1RrKNf0NFTTCyCLjmBRqVwNKu9CuhnKUOVYhUwkfCd5q2NFoSiqTRA2NtDLHknQdj5staFMN36oRRF1DSOfR2boGoLbpamgCkU7liy++8P/PP3To0MKLrNRlvzlzfto0kJsBBAQTM+zmzp6RJE0Q/XN2E+giEzT872QsvNa5AiocCvr6OE7QGDoaCaJ2tiOc8fYXiZrJG5EskEiZ1zpxcz4LIJoE4mW5u8ikvXs6UBpQbhbKUcgCcNJJ6EgICIWhtfI1nOOY17quatUIAnKbKt5www0YNGgQzj777NZfSAgpivjFxc5ts802bYqIlaKystI/TiQSJdfa523h0hX3aM817DXt2SchXc0XX3yBhoYGAG3IBHIc42QAuceC9AKS9fKcPRo+vweQkN8XyL4srBIwsyA4zB+EIb2BjBtj6rZkWhhSXrdnAHCBTBqqqdE4NN5+VQhw3AxC2oWrHL9HoaM1NIwJpByTuhxWpgUisuZH4SQ1MhkFx9HI6CCutnZt4JlVV5s4W2tGEEBdQ0hnUErXyHlqm9av0920DfMkSadij1EtmiYoBo1dAC4mjfzF19o0VxQkKwfINXW852xDJ0dg5Wf/2MaQJ7q06yLjunDtSJy2JpPJGNfmZjMaXpo+imjT3v2ykpUkKdzaZAlJ5pLWJsW62esb5GaDiKCrgUwquJYXBZQUa51Kew2vNVyrVZL3pto8KvWaa67BuHHjAADnn38+Pvjggza9jhBSGBFLhR4dNcG4V69e/nFrjQbXrFnjH/fr169L79Gea9jXac8+CelqbF2z3XbbFV8omUB2h+NIJHA3gNxyMckAktfaE7wK9TYs9DyM+ZNjAImWknsWyiCSUrOsG2iedBJGt3h1XKI/Es1wMmko75J+WTqyUNAmgzkEOI5nEkHnbNMJBQlSEjdLp4FM2vQGkqSnDRvMo77eyK22ttOwdc15551HXUPIJlJK11DbbLnahiYQ6VSWL18OoJUxqtJjJxIJQj2Snhz2ktVkJDyQ2xyxgJjxn8k3h+zvRWVks9DeA9qYJxmrV1DOVI6sbdJ4dfNNTabMq6lJRl5YUTvXmD6+OWTtPZU0Rg9g1mQzQMrrL+RK9C8LpBJBtC2bhaM1FFyoTAY66wLSYDFtLpHb7qjAz6cAt9xyC4YPH45UKoVx48Z1u5pVQrY0igmljuIb3/iGf7x48eKSa+3zrY0y7eh7tOcaa9eu9bMr2rNPQrqaNuka+fsbjZrZ59Fo8L0EuwpNAwMszaCDcVmFblHg4eXu5PQ8DDJ/UNwIAjzDyStLz2YDQ0h5PYHgAFBQbgZKAlfaDarLADgw91TwfCcH3ve6Rf9CxwHiMc8TcwDX0zPy9tNpY/4kEsGjsbFkGyQf0TXpdJq6hpAOoJQJ1FFQ23QtNIFIp9KuFLjycmMERSKBCSQNmuUPuIgiwZ7upTUQCrUsA7PTqm1h5Jk5WkrIxACyDR9RImLeZLJBNlDWStVubjaPpKVWRAFlM6ZJtAl1BZlBriVKNAAt93SDVKZ0GsgkzVrtGgMILpTSUFkv68g1UbZ03uAQX+O1YgTF43HcfffdcBwHb7/9NiZPntz674oQUpCuyASym+zPnTu35Fr7/K677tql99hpp538fyR31j4J6WrapWsiEWMCVVYGHwCVlUFfwfw/2NIUx9Yrom/gSQUpebdK3+XRYhiGjWP1AgKCQJSNZC0DRl8kk0GJGFxTGqZhmkQ7Co52cwweKNMMGlr7Zo+y+2EDUF7vH6UAR2nE497WdJAoLUNgJQNIWjWKKWQnUBWCuoaQjqOrMoGobboWmkCkU5GGWW1qhhWNmkygaNQIJMB8L8dArgFUoKxL2ynWdjlXPnYjas/4ccX8yc8ykrU54siKlolRJOZPc3MQrpLR79pLr86kTcaPTAWDDiZ2SPZQJh2UgSl4jaO9rKJ01sTitNcnSAGOl/jtuoEv5evKQj+rAowaNQoTJkwAAEyaNAnz5s0ruZ4QUpiuMIH22Wcff9rECy+8UHLt888/DwAIhUL43ve+16X3KCsrw9577w0AePXVV0vWzss1AOCAAw5o8z4J6WrapWvEBLLHXMXjJuhV6APBHhMvWkQpaKUCs0cXLvnWWqOgNxIK5TbT8TOLPB2Tr6Xy9VHGa46acY1b43lS2nX9ftPKaxAtt1HefRzHe4mj/dfJFqQFUTgcVMkBuUPREgljAklLyETCmEH5LSILYeuaiy66iLqGkI2kq0wgapuuhSYQ6VREJJXsni6CRISRUkY0yTkpCcsft5p/DbvpM1Bw+lf+85I1pLU2JpD3fV5dVWAO2eIIecIplTLqJJEwx42Nwaj4tLgzCErJpPg9lF+rn/X6AVkmlM56U129MJnSfn8gwEziUMpc1tZwOf5XK5/SkyZNwk477YRUKoUrr7yy5FpCSHE6O2W6uroaBx98MABgxowZmDNnTsF1s2bNwksvvQQAOOSQQ1BTU9Pl9zjyyCMBAE1NTbjrrrsKXiORSOD2228HAPTp0wcHHnhgm/dJSFfTJl0TLDZ6Jh4HamoCp6O6OmgSbesa29nIZqEdxxhAyv6Ln4cEwYCWayTlxq7Dyikv04Eu0cFTLUrHlAqCU67JulaZDKCDa5mglJcVBO11B5JMIOXJtGB9KBTM2wiHzQwN2aZdDVdfD390fDoNNDQEx60ZQaJr0uk0dQ0hm0BXlINR23QtNIFIpxKPxwEAzc3NxRdJ6EjCQdGoiZrJmIho1JhDIpQKRbTEoLHFTSHDqIABBNc1ZWBAy2aL+Y2jJbvInuiRf0/JZ05YhpBMCst6Zo6Mgk8mjQoSRIRJWo99XQVvTKuLkJs2xo8n3PyG0Tq3j6TrFs74LkQ8Hsd5550HAHjwwQfb1OyMEJJLV2QCAfAn3mitceyxx2LlypU551esWIFf/OIXfsaARMS7+h4nnngi6urqAAATJ07EW2+9lXNeenZ89dVXAIDf/OY3fpSOkO5Im3SNuBlS1l5RYcrAqqrM+XAY6N3bS4fRgUEjE8WyWe+vujL/fbUwb5AbsEL+NDDkNt+xTaD8a9juj9amZN2v70Je5pAJYimtodJpaJWX2gONsKNhLCmVc0oDpoTMCbblhIMfUywaxPyAQGZls8C6dV5lmjbP19fnrimGrWvuv/9+6hpCNoKuygQCqG26EppApFPZaqutAJjGWW6xv9RhTwXEYsYEisdN5MyeqBGPB+LFFiZ2lg4QNEO2M4IELzXGT6W2ewLZk8MKfS8GkJhN0jA6lcotOZNPStc1ZWEZL+MnmQRcmFKwZCqo20omvYaLFr4RZE0KkXIyWaA0HGTN9A2FHDGYnwFkB/ha+6Q+6qij0Lt3bySTSUybNq3kWkJIS7rKBNpvv/0wduxYAMAHH3yA3XbbDZdccgkefPBBXHLJJdhtt9388oeTTz4Z+++/f4trDBkyBEopKKXw4osvdso9evXq5ffjaGhowPe+9z389re/xf3334+bbroJo0aNwoMPPggAGDFiBM4555xN/+EQ0om0SdcAgWaprDQ6p6LCGD+eiYSKiiD7WR7e9UzZF6Ady0wq1CBasoBE19gfMuK0yDogt8wr7xq5H1A6MKdCIanpMrrEUd4007SJTSEb9BvyXqugvB6GAKDghFROFpC/Re/thSPGIBIZKAlTIsXSaVMWlkwG/YHEFLK7BBTi6KOPRu/evZFOp6lrCNkIutIEorbpOpRu6yxpQjaCxYsXY/DgwQCA+fPn53RUz6G+3hgmK1cCixebfN8VK4ClS825piYTCmpqCjJx5Ktl0LjJpPm+qTkYl2VPAssvFXNdpLU1UUyMJTsyZ0fTQqHcHkVWw0Y/4uc4QF2dOe7TB6iuManf22ztmVxlZk0kAkQjQL+tjOkViRiRFfIUEbz7hiPmq/RHcrzcaeUAsXLoaNR4RI4DVzsIhY2wCoUDzSj6Udn7LsI555yDyZMnY9iwYfjkk0+KTz8hhOQwcOBApFLAP/+5pOD5n/1sIKJRYMmSwufbSyqVwi9+8QtMnz696JqjjjoK//jHPwr2LxkyZAg+//xzACYtevTo0R1+D+HKK6/EBRdcgGyRkt4RI0bgmWeewYABA4peg5DuQJt1jQyRSKWAzz83X9etA5YtA1avNiXja9cG2iaZBNauhc5koKUDsusGDXCkhNyeduqh4U0FA8zzojGA3Ewgm0LjusT0CYU8jRIDqiqB2lpgq62A3n2BrfsBveqAiipkBm4L7YThhqNAJGpKwJRCRoeQUWG4Kmq0iRNBKhMYQbYnlUg6yGSBpoSDTEb5Ro8twSIR45fJoLVYzHxfVRVs1c4iykd0zeDBg7Fw4ULqGkLaSGu6BqC22VK1DT8FSacyaNAgP13unXfeKb5QxEp5ufkLH48HEzTi8WBcfDzumSWqZURLysG0DtwO61yOAeS60NksXNsAsjOI8mvnpa4qf0y8FK5LZpF0NGxuNoJt+Qoj8pIJYMMGq7beC1+JoSTmVSZjJpDZZWH2vkwNm7dfADrrT+YAtBlGlrW2XKDNUWucdtppUEph4cKFrTZNI4TkonXuSGP70dEhl2g0in/+85+YPn06DjvsMGy11VaIRCKoq6vDD3/4Q0yfPh0PPfRQ2xrYdvI9zj33XLz11ls48cQTMXjwYMRiMVRVVWGfffbBddddh7fffrtbiiRC8mmzrpG/75IF5DjGtaitNQ8pe6+uNtonHjc9gEQnAIEpA+R+gBQydUQryGta+8Mv661s6hbX9Y0kr7m0AyCdBZLNcKHgSDZQJAylNBzlTS91HISld6Fy4MJE5b0BYhYq53/9gFVuYhSAICNI2i/KVykRK/VWx48fD6UUPv/8c+oaQtpJKV1DbbPlapsSvjkhm45SCiNHjsSzzz6Ld955B8cee2zhhdGo+SRRyqRLJxIm5FNbazKCotHA/BEDRsqwZKRqvkASxOiRboNerb1WytTQ26nQRZsnwpRj2UavrJWom1xLKaNOJCxVXw9UVgRqJhYzaTpi6sjzySQQj5l7iEEUCpn3K/2RHBeAZCIF9fsqFIajAdeqvYcLwGoxoLXp4ajsfRZgu+22w7777otXXnkFL774YrdrZEZId0bSpoud6wx++tOf4qc//Wm7X7do0aJOv4fNHnvswXIMssXTZl0j2TWua7SMdDSurQ2yfJqbTYCopsZ8L/0P0+lcbaMRfB9sxHyVIFGxbOX8Bs8t31Cu4yIaKBo1gyuckDesQwXaqzkBBy60mwXc/Hos5U0HM6Vi2okC2msMbd1SZJfjAJms8n9k4XCgWQSJs2Uy5lwy6fUR8gbKyvbtt24zdOhQX9fMmDGDuoaQdlBK18j5zoDapnNhJhDpdEaOHAkAePPNN4svktRlpUx0THJ8pZGinHecoHRKRkqIYigkduzvvdQYF0HvIJ2fWm2HnfIbQ+dnHuX3HrLNI1Es6bSZDpZKm9Fda9YAy1cCzU1ejRa8FG8vEpfJAnADoZXy+gdJP6AcEecdeyNelZKpHNYW3bzWQm38oP7Wt74FAAVraQkhxemqnkCEkM1Hm3QNEGTShEKmPFypoFS8vNyYP7W1QGUldE0NdGVlUIZlp8WIuVPI4HEcaFsL5Q+tkEwf0SXFMorsrGZ70EY85vUx0iaAJRNPs1koreEoBeVmzHllAmwmK0hDhRwoxwkqzkKmkt3rIe2bQllX+bezY3B2rE2SrzNWS8XmZiOVJBuoFKNGjQIAPP7446UXEkJy6MqeQKTroAlEOh2pxZw5cyYWLlxYfKHd/LlPHy8KFQJ69QqKwEUEycQwW2BJ+jNgxJDXn8cvA3NduJaJ0+Izy56cIaJJeg+JKJLnbeNIFImdtp3JWoLKBZoa4U8Fa6wHVq3OVS6yPpOBZ+P4e/ZLzPwR9X4szVJSbjDRtUCWuL3dtnxWf//73wcAvP7660i31nWREJJDZ49RJYRsXtqsa2zjprLSPJQywayKClMKVlFhzKDevU3fnZoac97O7ImEkdM1WQZqeGuU3ENeU6yJtF1KL8/lI9fNZMxxebmRJZEoAG00SCYDZFLm5cqB42agvGCVKfvyAm1woGASimwjyHEQCBYAGqrF7I/8tj225JKqfLtZdKF5IDb/93//BwD48MMPqWsIaSddMSKedC00gUinM2bMGAwdOhRaa9x2223FF4ZCRgwBRugMGhQInpoaI3pE3EQiRhBVVAR9gkIhKEsUQSloK4QkUzy0POz6+fwsnvwsHztLyH4uv9G0jw4ElKPMuHhJ606nzXtZsyboEySCxHZq7Puk7SbX2dx9e68TOVWwyEsHoqktjv2BBx4Ix3GQzWbxpz/9qfUXEEIAMBOIkJ5Am3UNYLSKUFcXTASTrJ+yMujycmgZI19b6zVj7mW+j8dNUCsaNeZQPG5en58NnV8LZRtBqsSUsPy6K9FZfqm7lLhHgLSnQSIKyGag0glz+Uw26O7jmiEcWimTBeSpLj+7x9ua42074zo5W8t/C/bbsMfGS6/shoagN1Cpz9hRo0bB8QKD1DWEtB1mAn09oQlEOh3HcTB+/HgAwF133YVEIlF8cUVFIGTKy4EBAwJzpndvI4hsAyQWMw8RSXZZmBVGkgbQ/sOuobfNn0LjU23yQ035HQx9pwVBDVYoZERTczP8/GfHu9+6daZnkOuajCHJHBK0t2MtGUCezZPNwDT9sdZZ+ypmBPlZ4f61CxOPx3HBBRcAAK6++mp/VCIhpHUYLSPk6027dI301wGMHthqqyDTp6YmaBodjQZZzNU1QHVVMEY+Hg/GY5WVBT0Hbd1iZyvbJeyA0RCFDB+73srOZpaJpJEIkPGCVNk0AO86Ia98v6ERyitZd7UE2sx9XGWaRUN7DaJhmzpW2rIK+gEVaVWYg0greasyh0PaRBYjEon45s8111xDXUNIO2Am0NcPmkCkSxg3bhyi0ShWr16NRx55pPhCmZ4hBk5trTF/xOCprTXnxeSx/+KHQqaOXoSUTAFzHJMRZH31j/OyaVoYQfkPwc4KEiNJns9mjemT/xqxy8Mhy9wBsHqVNx0s7ZlJ3uuzGfPIZIz4Sidzm0SqUG5D7LY48Va5f2tccMEF2GmnneC6Lq688so2XJwQwkwgQnoG48aNQywWa13XAEE5O2C+9u0blIbV1kJXVnn9djLmvKOCEnnJiLaDVfb3WkN5Dx+7l2F+CrDollI9FCXbOhTy+g4iGAUk7weO6Q/U2Oh3ctZi8DiOMYAAKOQJDh2EsFyvDMyWUcWmt9vtF+UtSfvEpiaztdb6AomuyWaz1DWEtBFmAn09oQlEuoS6ujocc8wxAIDLLrusdD12PB5ExiorjaljCyZrnGq+clAhx5SEeRPAEArBVQo6HIa21mqloEWQtdUVAVo2ULTLxwS7uSJgRJ28VkybjOsZOd79V60MFEw67fUhcq2Hd51kM9DcaD51fbPIHlnWOlp8qlY+tGOxGM477zwAwH333YfVq1e36z6E9ES2ZBPopZdews9//nP0798f0WgU22yzDQ466CDcd999QW+1bnKfbDaLqVOn4pBDDvGv07dvXxx00EG45557/PJfQjqLuro6HH300QDaoGukl6GYN6GQCXD16QMdjphju/eP6JpwONAaMixCnrdK5DWQawLlk28G2f99SHBM7iMZQFIaFgkHaTaSDaSsLOVUCjqr4WSDkfBwHDjeeSV9C6V63nSPhgsHrhtkAYVCgaQrNOUr/+3ZCdjpdDA2vtSPIRqN+rrmgQceoK4hpA1sySZQV+iaVCqFqVOn4kc/+hG22WYbRKNR1NTUYPfdd8eECRPwxRdftHqNPfbYw/RTa8PjwQcf7JB90wQiXcbEiRPhOA7mz5+PqVOnFl8o0aeKCiNyKiuDr2IAVVaadWVlwfh4EUVWCnTWdYPSJ6/Bop8ZlN/3R9YVIn9EhW302BPG5Fhek/Xq5yXtWdRKKuG9Xpum0PX1wPr1QTlZNm9fIcf816oQlIIlUl5XxGav/1DbP8wKBQcLcfTRR6N3797IZDJb5PhDQjYHW1rKtNYaZ599NkaPHo1//vOfWLp0KdLpNJYtW4bnnnsOxx13HA4++GDU19d3i/t89tlnGDlyJE4++WQ8++yz/nVWrVqF5557DmPHjsXo0aOxbt26TdovIa0xceJEhEKh1nWNGC2SqQwYTRKPmz5BFRWmD1B5hdE1GoFZJJNG88u8xC3xtI8jRk6h7GVBXi+ZQGI2iUayJ4yFQoEZJAGnUMg086lv9PborU0nobQLrczrlSkKg+NlRUs5mKuNAZSFA62Vr0Xyh6DJqPhS5WE5bRPTRgY1N7ceFxNdk0qlqGsIaSNbWjlYV+majz/+GHvuuSdOPvlkPP3001i2bBnS6TQ2bNiAWbNm4eqrr8YOO+yAv//970WvkU6n8eGHH27SPjYGpTsyvEdIK5x00kmYNm0aQqEQGhoaEI/HCy9sbAxGPqxcCSxaBCxfbjoASsinsdE0V16/3nwKpdPm/Nq1cBMJuKkUsn5WTVBE7kpHQXFBWjOB7Fmldp6yPcIiP4zlNXv0a/crKkyNf0VFMBGkrMykfMu1ysqBoUPNV7+/EcwojfIKIBrxzCDvek4IgKSXK6CmFohXtO0XoQKR5TiqpNA655xzMHnyZAwePBgLFy40QpMQ0oKBAweivh4455wlBc9fddVAVFUBS5YUPr+5uPTSS/1eGX379sX48eMxfPhwLF68GLfffjsWLFgAADj88MPx+OOPm2zLzXSfpUuXYp999sHixYsBmOjZ8ccfj/79++Pjjz/GrbfeiqVLlwIwzXufe+65jdorIW2lzbpGzBzAZP42NgL19dCpNHRDg9Ev69cBCxYCX31ptM3KlSZIJPVOduMbKyilPU2T1hr+0It8bA1jOy5KBeaU6Jho1DSmLi83mUChsBkV36+fN6jDy9Cu7Q2UV0LHy5DtXYdsRbUnoxS0E0ZWA1qF4aowmt0YtGcAAcqXbSLPZNv2GHh5SNZPoFtyB6FFIoGsqq0NWi4Vg7qGkLbRmq4Buqe26Qpds3LlSuy1116+HhkxYgSOO+44DB06FOvWrcPTTz+Nxx9/HFprKKXw8MMP4+c//3mL68yZMwff/OY3AQCnn346Dj744JL3/da3voUBAwa0e7/50AQiXUoqlUJVVRVSqRSuvvpqnH322YUXum5g7jQ1mQbKixYBixcbxZBKBWuWLw9MoA0bgHXr4CYSyGYycBsbc9SEK+Eiu/+PUCxyZptA+aMqBDt8JcqkpsYoE8cxpk2vXkC8DCiLm2O7CbYwYKARVpIN5U9Ci3tRuhAQLzdiLBSGSQ/yzKJIBKiqMWtbw+qdHYmUNoE+++wzbLfddtBa47///S8OPPDA1q9PSA9k4MCB2LAB+P3vCwuh664biOrq7iWUFixYgOHDhyOdTmPw4MGYOXNmjrhoaGjA4YcfjhdffBEA8Oijj+JnP/vZZrvPkUceiUcffRQAcOaZZ+LGG2/MEW+rV6/G9773Pb/p6xNPPIHDDz+83fslpK20WdcAQcqKuB/19dBr10GvWWOyfBMJYOlSYMECYMkSYxStXWu0TSKRm21sZSRr7/ksgGwhbQO0HJohpo9oDcmmjkSCaWTV1abXYsgxmmPbQUBltQlClVUA/QcANTXQ5ZVwKyqR7dXHyCvlAMrxTZ+0jiKh43CVMYCkvCSZDLYpsiydzk20thO27XibvAWRXdXVQZJ4dXXQi7sQ1DWEtI3WdA3Q/bRNV+ma008/3Z8OedJJJ+H2229HKO/fdY8++iiOOeYYZLNZ9O3bFwsWLEBVVVXOmnvvvRfHH388AOCFF17AAQcc0O69bAy0vkmXEo1GceaZZwIALr/88uI19GKciNipqTETNeQvu6RT2xEs61rKK/vyFYLWcP1Sq2zpMjDb7CkUHcpfa9fSS3TNLv1Kp02OciplmigWykASNqw3qiiZNGVi2gVg9R3K6rz8S0vcaQ00NwGJ5jYX6Nqti4oxdOhQ7LvvvgCAGTNmtOm6hPRUtA76p+Y/umPI5brrrvM/h6+//voW0aXKyko89NBDKC8vB2Cia5vrPm+88YZvAB1yyCH429/+1iJ616dPH1x//fX+9w899NBG7ZeQttJmXQME2gXILXuPhAEo0/svEg3+xsvs8/wgU35QytMijjeW3Td3rHKxHJNHAlR26Vj+2HnAC5p59VrhkLcfCaJlgEQTAA2lXSCTNg2qHUBmlLowy00bRDMRTHSHlIEBxSWYLansczbyvfzYRXqV+rylriGk7ZTSNd1R23SFrmlqasI//vEPAMCQIUNw6623tjCAAODnP/+5//dh5cqV+Oc//9lizaxZs/xjyQjqCmgCkS7nvPPOQzgcxurVq0s3t5JeP0AwIr6szIimaDTIlgl7jRS9rBkdi8FVCioUMjIkk4G2Q0vFsAvMC2UKyTnbwLGVif16u87eNY0T0ez17pFR7xpoYQalUt5EsDSQSnpTOVzznOzF9foBJZs9k8gyoLRrXmeH10pgtqdb/QAfNWoUAOA///lPm65LSE9mS6mb11rj4YcfBgAMGDAAP/nJTwqu69evn98A97333sMnn3yyWe5z7733AgCUUrjuuuuK3m/MmDE4/fTTMWHCBEb4SZdw3nnnIRQKta5rxGgRwmFjrigrtSWZaKkxbOMHaGneeCaQCoUQtg0g2xCSPkD5QTCps5LztuuS33/IdY2+UDB6I5kEUp4WcU2pvYYCHAVXK7g6BFc7fstC2XLGkjS2DMrvV21/LRSTs9+K/TWVaj3AJbrmv//9b+mFhJAtpidQV+maV155BU1NTQCAY445BtESqYdyHwB4/fXXW5wXE6h///7o06dPu/axKdAEIl1OXV0djj32WABmokaylGFRUREYQdGoqUcHTDNFezJXIhFEr2QCRyplpmXYNfKtNU20zxUbGW+vs18HBHuSxop21k9TE1DfYMygtGf2SDgs4+U8p6VXkXfdtNd23wTQAkMonQZSVoNpLUXz3r1SyZzMqNZobZCO1Kd++OGHHdZNn5CvI/IPkC1hgsYHH3yAlStXAjDGSama+DFjxvjHTz311Ga5z/Tp0wEA3/72t7HTTjsVvUYoFMKtt96Kq666CieeeGK79krIxtAuXSPBK8AzhbwR8FobU2XtutwglGTtyNSwfANH8P67UgBCkqVsZxDZj/xeh6Jb8q+vdTBwQ4Zd+Gk83nUamwE3C511obVrvsKB9srBtAYc5UJr7RtAtkFTTFaJH2W9tRafoXb8zT4vrR9LIbpm7ty51DWElKCUrulu2qardE0ymcRuu+2GPn36lNQjANC7d2//eO3atS3OiwnUlVlAAE0gspmwJ2rceeedxRcq5TUm9CZU9O5tHvnRMa++XmsNnc2aUjCJjonYyhdL9gdDvsEjawphG0L5SsZWIPIQmzybNaVaMgmsqQnYUA80WBO+3GxuurVGMC7ehSkH0xqAJ8RSWROFs+e9uxqAtjKFStOWD+/ddtsNgEl/7C41v4R0R7YkE2jOnDn+8a677lpy7S677OIf26nLXXWfFStW4KuvvgJgTCBBa40PP/wQzz77LGbOnLnJkz4I2VjOO+88fwJqSV0D5BpBrmt6+SkFrF7tBYqseqb8Zs4S6JLn5KsYOkoZE6gt5N9DnnPdwOQRGSF9jLQG0pINBJO5lM3CcbNQrgtHAcpNQbleryIAcAEH2i/VEmxZlt/GKL/aLT+JKn+74qPZ8qzUZy51DSFtY0sygbpK1xx++OF4//33sWrVKowdO7bk2rlz5/rHdXV1OeeWLVuGFStW5Oy3qakJr732Gp566im8+eabSCQS7dpbW6EJRDYLw4cPx2GHHQYAflOtgoiZU1Fhsn8cx5hA1dW5ac0SrfIzd2CaGEr0yk5vFvJNH/vYXlusaF3I7/Fj9wOys4oyGa/RtTfVrL7eiKdkEkh4086aE2aNI3Wl2mQDJRJBSVjGDTKFtDYZQcmkNzreM4gAr2yscLFuvv/VWiZQv379UFlZCQB45513Si8mpIezJaRMA8CiRYv84yFDhpRcO2jQIP/4888/7/L7fPDBB/7xsGHD4LoubrzxRgwdOhS77LILDjnkEHz3u99F3759cfLJJ/uRQEK6iuHDh/tNyEvqGjuIJZnOWpsATlOTFUBK5/buAazR7nklXvkPoVjWs+zDHguvdaCVZDqp6wJZz7VxXaNH3KzZazYL6IwJNqXTJmE56/Uy1AAyGTjIQOkMtHaRSbvIZHTOFmX7+Vu0k5Vkq/lvy/5R2i0cW0v4FqhrCGk7W0o5WFfpmvZwxx13+Md2EAvINZ8qKytx/PHHo3fv3vjOd76DQw89FHvvvTf69OmDU089FcuXL+/QfdEEIpuNE044AYD5D9Yt5kLYTbZiMTP7MxIx07V6987NxpGJYYBfPqWVgs4XR8UUQn7oCShuHNnnbJPIHmdhh7zyp3kkEmYcbCplSrqaGo34SyVNdlAiYdXke0ZQk2cE+UaX9V4ySSMY3Wyuo5PxnmsDpcSSUgrbbrstAOCjjz5q0/UI6YlsSZlAtlGSH53Kx05nXr16dZffR0awAkBVVRUOPfRQnHXWWS2EWzKZxNSpUzFq1Ch/BCwhXUWbdE2eC6LCIdMSqH6DaQqdzQQZwXZNlGgUAHBUMC89EjHNoO2MId8sKuCmiPFjj9kSpIQsvxRegmu+xlJBeToUkM1ChRSUNvPd3YxZ7mgXrtZwsxpKZ+EoN+et2PLJrmDLN4lKNYS2yd9yqQAXdQ0hbWNLygTqKl3TVp544gk888wzAIDa2toW00pnz57tH1900UW49957W5QTNzU14Y477sCee+7Z7oylUtAEIpuNvfbaCwBQX19fvCGXbQKJeCkrM4ZQr17GFLIzgKRpodcVUMvrbCUBtPzEssWVfb9CFDOQ7Iyf/MaL+fvQMFk/SevTU0q/GuqBNauBtWuMsSMRwlTCZA5lUoH4sl+bbPLKxvI6JbajN1AppFnZp59+2iHXI+TryJZkAklTQwCIx+Ml1yql/MaH9uu66j52mdfFF1+MZ555Bttuuy3uu+8+rF69Go2NjZgxYwa+853vADD/CP/JT36C5ubmdu2VkE2hTboGaJnWknXNGPiQYwJdEjjKehNCw+Hc7Gc79UWOrR5AWbsfkJg+Mvpd+ifaDaPlWvkBK+ltmPEyfiTQFQqZAFM2C8DxzgMKGiqdgoIpZ3dd7VW3mzL1CDJmkhhyb5OPLdlEBhbyq+xj2wASWstypq4hpHW2JBOoq3RNW/jkk09y+hKef/75qKmpyVljmzqO42D8+PF477330NTUhNWrV+Oxxx7DHnvsAQD46quvcOihh/rlY5sKTSCy2Rg0aJDv0hZNxc0vArfLvsLhwAgqLweiUeikMX+URKxEONk5x44DIC+0VMgAys8Ysh9202g7+8d1jWgrZjL5e/CiaDIFRPYlr0skgLVrzSOZ8MydrMkIynhfXe1l+XimUtb1+gPl3T+TRk5voALeVmtp0/L7AoB169aVXkhID6dUyvTSpUsxcODAoo+28uKLL0IptVGPK664AgByRlnHYrFW7ylrMq11XM2jI+7T0NDgHy9YsABDhw7Fm2++iWOPPRa9e/dGeXk5Ro8ejRkzZvjNHufOnYubb765XXslZFNok64BWmgOtX4dlOuVloetnj+OCkrO7cbOQF5mkJX5EwohKwaPjIMX08c2jOwsoRwNYxlBgGfwWHXjMk0s6wWokPH34mY1lOv6Ro+GgoKGA8B1lfeWsnDg5iRyF0q6tt+SSDkbOylJelcXGuhaCuoaQtpGa+VgHaFttiRd0xpffPEFDjroIL8R9AEHHICzzz67xTrpRxYKhfDYY4/hlltuwe67746ysjL07t0bRxxxBF577TUcdNBBAIAvv/wSF198cYfskSYQ2WwopTBy5EgArYglGbsnBko2G0TEQiHzfUWFF+kKexPFwiatOuSNXpUomIigcIE0aCG/rEuOi2X/yLGsl2hZsXIz+7l02jyUMmIPyuwbMMJr3TpjBKWTxuRJZ0x9fsZrIG2bThrm+WxeJpIt6lA8wak1HO/nxSkahBRnS8oEKisr849TbSjslxTlUqNQO+s++Z87t956K7baaqsWr41Go7jjjjsQ8v4Rffvtt7drr4RsCm3WNXaWczhssoDEbNFZ09NQxsZnM1bWj6dnoFpM8lJeoMktVj8llIr6yD+ERMP4xo8OGkPLV7lWVvuBJuVl/KhMJijjgobjaEgEyigdM0Us2HvhSnzb4yqG/aMs1NaxFNQ1hLTOlpQJ1FW6phSffvopvve97/nl6ttttx0efPBB//PG5sUXX0R9fT0+/fRT/PjHPy54vVgshrvvvts3rO6+++7SEyjbSIE++4R0HSNHjsSzzz6LN998s/iiaNRMywCCPjtlZcYgkdKrVMr81Y/FTCaQUgC06QfkKEA7QeozULhcK380RT6FsntEhIm5I9eQ3ORMJghjibiSVO9Uyuxnwwagusasj7iBCeWEALjA+g1G+PXu5f0MvPTrUApIh4BQxAi0kPIMIM8IckJB1o+bBRApmAVUanxi7o/Hbdd6QnoiIpaKndtmm206ZBLNoEGDCkaV2sLee+8NAH5TVACtTp/QWvuCyhZZbaEj7mNfo2/fvv5450IMHToUe++9N1599VV88sknWL58eUHDiJDOoE26RlJcJKtmwwbz59nNQmcyXl8eL4AjGkLMl6xrdI2bZwR5X7P2PYRC/QwLlcFL0Mh2VszioDQ9mwWak0FT60wGZvyXA0dnoeFAIQMgCkcpwPG27Jj7pdMaWis4cOECXp5QceTHZCdT55+XcyLt8jsAFIO6hpDWKaVr5HxHaJstSdcU4+2338Zhhx3mN3EeMmQInn/+efTr16/oayorK3P2XYj+/ftjzJgxeOqpp9DU1IS3334b++677ybtlSYQ2ayMHj0al112GWbOnImFCxdi2LBhLReJuZNIBEZKKGSeq683x2IGRaPmOBQyjRLD4SCTx3HMeXFP80u88u9ZDFkvaqSQKgECE0jSEV03EHF2jnPWBSorgbQ276WpyfQCCoWAaNjsef06831NrblGOARkNKCbTcQwEjWC0FdBrokmyn/iWRE6xd9Waxroiy++AGAamxFCitNJ0zxz2G677XD11Vdv0jV69erlH7fWFHHNmjX+cSkx01n3qa6u9o932mmnVu85fPhwvPrqqwBMujVNINJVtEnXAF5fHS9wJCUMrjYZv45VpgXAH9eeT4H0mRw1kl+KnvviwteydVF+H0UFr+di2htGIaXqJjNbaQ0FFwouHO0CYQcKgJNVcLIaWR0kcCsFhOAio1XLvRQh/0eQ3/fafsuF1udDXUNI26CuaZ3/9//+H4455hi/v9COO+6I5557LmcK2aYwfPhwPPXUUwBMf6BNheVgZLMyZswYDB06FFrr0iNV4/FcwQQYgyWZLNw8WrKB7IeYLtFo4SbRbY0EFSwBK5ELqXWQwSRRPVmfzQKJZqCxSUJlRlBlvDKxpmZjdDUnTOZTKuUZYV5PoSyA5kZrHzAiUiNI5wa8VO3ieywkpPKRD9Ptt9++9Z8RIT2ULakc7Bvf+IZ/bE/fKoR9vrWxq51xH/sf0m0p3bB7ARSd0kRIJ9BmXSNNm0UXAFDahUp600El0wbKq6GSP9LtCFrlm0Q5jxLXsBtQA0F6TShktErGyzpu9noWRkKAmzF702YqmJNNwxSHOQhFTOaPJGf7/agVELImhpWikFTLH4pmP29/LQZ1DSGtsyWVg3WVrsnn1ltvxU9/+lPfABo5ciReeeWVDjOAACDi/03oGGgCkc2KdEIHgLvuuqt4jaNSxggSMa+1KaOKxXIaPyuJXsViplmY3XTZbnxom0D50S/7OD9LKD+/OH9doWibZATZ18i/VlOj1yQanlmU8R4ukMoYo2jtWmDVKrNeGkVrb01zM+DJrZzmjTn9Agp/SrclZVpr7X9Y2h+whJBctiQTaJdddvGP586dW3KtfX7XXXft8vvYx4sWLWr1npKKDQADBgxoyzYJ6RDydU3JkgTJZJYpNum08XtcFwhHYHr/5GUdF9IuHkHnHQTnSj2EYllGtuaS0fEKJrCU8XRIKmH2mjGlZMrTHg6yZkqYMuVWZTEXjuP6twqFTNV62PH6CBXRIsWStcVIauFtBZKwZVVbznWpawhpC1uSCdRVusbmqquuwhlnnIGs1yvtBz/4AV588UX07du35Os+++wz3HDDDbjgggvwyCOPtHofu9yuf//+G71fgSYQ2eyMGzcO4XAYq1evxvPPP198oZSFOY4pmZL06XDYCCiljJiy1IGS19njT+2GyYL9CVYos0dUSP4ksPzQVCG1YjdYtEVV/uuUMu8pkQzq/mWqV9Y1vYCWfQWsXReUfPnjW1Pmta5nBPkir3QEvK0p0ytWrPCn80jTS0JIYUpN0OhO7LDDDr5BMmPGjJJr7c/mAw44oMvv06tXL+y2224AjBCaPXt20Wu4rovXX38dgEnx3nrrrdu1X0I2lXHjxiEajWL16tWti3spb7f6CCqtoaKR3OmodtoLCv/x1rlnW6dY2Zc9mkueF9cFygtEef0YI2GTlZ3Nei/XZjqYdqG0huM4UI7JPAqHcvWR45hKt7CT2yQ6f4v53+evsf0xf/5HKw0vqGsIaTutTQfrLnSVrhFuvvlmnHvuuf73xx13HP7973+32uMHAJYtW4bf/e53uOyyy3DjjTeWXJvNZv33E4vFsOeee27Ufm1oApHNTl1dHYYPHw4AuPfee4svzGbNKPhIJPjUkcJyb0R8jikTicBRCioUghLzJn/ql23a5E/UKBY5yzeJ7LmkhSJrhUoRxBCS1yhl9i99g5JJ09PHdQG4nqLzrr1iuWkWLSaRKxlDCS87KO8+kKaHhWVhWzKBZs2aBQAoLy9v1xhrQnoaW1ImkFIKP/vZzwCYsetPPvlkwXXLly/HQw89BAAYMWJETqStK+/zy1/+0j++5JJLit7v0UcfxZdffgkAOOqoowpO5CCkM6mrq8Nhhx0GALjsssuKlyS6rtE08XgwCdVDKQUV8oJZ8uEhqS3KX5TzGvsjps1GUH5JvX0/0T2RSMtS9qynNxzHfE2ajCel3Ra6x4E2szkcjVBYpoUFtwyHNEIhXTQwlf/js82e/Ie8nVJZQAB1DSFtZUvKBOoqXQMAr776Ks466yz/+zPOOAP33HNPm8u2Ro4c6fcwmjlzZsng1l133eXrmiOPPLJDGllTGZFuwY477giglUZXMhIeyA3xSMjHcaDKyozhEQoB4TCU10dIyThTKQuzM4JsCimK9uQo28/n9w6yJ4HI83LPWMyr/9fBCFYxulydq4CamoDmJmBDg2kgqbUpHctkvSlg9l5cLx275f7z06ZL8eyzzwIwaZacokFIcbYkEwgAfvOb3/j9c0499VQsWLAg53xDQwOOPvpoNHsTGv/4xz9utvuceuqpfgr0o48+iquuuqrFmg8++AC//vWvAZho2ZlnnrlR+yVkU5HIsgj3gkg/oLIyowHEbPF0jPJ0jB/GUcpMBBVa+XusiukX+/WFmuy0qK1yLOPHyzhG1vQCyrpmOmkyafoZAkZ3QUM7DhS0OdbaSyRSnoGTlxWkdI4ekeweW/6IhLL7ANnlZeFwkLDUWiaQ6Jqdd96ZuoaQEmxJJhDQNbomlUrh+OOP90vAjjjiCNx0003t+iyJRqN+6bDWGscee2xOKbvwzDPP4Pe//z0AM8XswgsvbPd+C8HpYKRbEPfq4UtOaJCMGZm4VVUFrFwZlFjJX/9o1AiVZBJwXTipFFytoZSCzi/hsidntKV5aFtq6AFzf8EeS2+rElEzkgru38MNRsg7ITP5y4/OwWT+JJOmT0A4ZL4qlSfQ/It5e2jp9Nj6rjVk1O1BBx3U+mJCejjdLT26FNtvvz0mTpyIiy++GF999RVGjhyJ8ePHY7fddsOSJUswZcoUX0AdeOCBOP744wteZ/To0XjppZcAANOmTcOJJ57Y4fepqanB1KlT8eMf/xipVArnnnsunnjiCRxzzDHo06cP3nzzTdx2222+sLvkkkvY64NsNqJeZs+2225bOhtNNIBSQEVF0BBa9IHjmGmn0j8opKCzecaNZP0Wun6xf6EVappjd1SWErBwGH6ZuQTRlAKcsJlOqpQJQkU1kEpCx8tgZldoYx55Dpbj6a2IA6S9t+1mgi5GjgoSi/ITrvOr1uwfjx3MCof9RPBWg1uia37wgx+UXkgIoa7J0zV33303Fi5cCMB81v/4xz/G448/3ure6urq8N3vftf//vzzz8eTTz6JWbNmYe7cuRgxYgROPfVU7Lbbbqivr8fTTz+N6dOnQ3v/jr3llluwww47bOyPJgeaQKRbICbQunXrii+SKVvylz0SMWVg8skUjQKNjVDhMLTXwFBpbaJoiYSpV/fHreaFmgqZO4UK0QthR8xslWJn/dhp1JLRJCVh4bAxe2yyWbMmmTAiy4EZAe8oI6pSSaAsbhpKxyKe0MoaIZbJ+nvw/zeU+5+6bLEtWUCfffYZZs6cCWDja2YJ6SlIxKzYue7IRRddhNWrV+Omm27C+vXrccUVV7RYs//+++PRRx/dpNKqjrjPwQcfjMcffxwnnHACVq5ciZkzZ/qfT4LjOLj88ssxYcKEjd4rIZuKNIQumbYvRkskYrKBmpqA6moz+CKZzHU3vH8EAPC/9w2ZAsizutgf+UL1UrYoCIetCWWwTCBvQqndmTmTMQGsVMrsKRyxyti116/QUyRKe8aNQsgxiUQAzCAP5L4dO6Fatue/PyuQZflliEZbVNa1YNGiRdQ1hLSRUrpGznc3OlvXTJs2zT9OpVI46aST2vS6/fffHy+++KL/fUVFBf7zn//gqKOOwksvvYRVq1bhsssua/G6qqoq/O1vf8PYsWPbvddisByMdAvEBEpLs+dCiNCQdGnAiCb5i+84fnNFBfhZN8rLjlHZLBytzeQKIFdNFBo9YRtFbXkUQ/oQiUkkGTtSBhaLGXMnHzGnJL3aG70KDSDRFFyrsdETZxmz1jXrlby9UCjn+vnCqTVuvfVWaK0xZMgQfP/732/9BYT0YLa0cjDAlIz87W9/wwsvvICjjjoKAwYMQCQSQW1tLUaPHo2pU6fihRdeQE1NTbe4zyGHHIKPP/4Yl156KUaNGoVevXqhrKwMO+20E0455RTMnj0b55xzzibtlZBNJeX9qylaypGQbJxIxGQ3SxpLbW3LpjeS7ayU6RcUDkN5AzDk4VjHrd4zH9tJsbOTlFwVgXjIeuXnIS/TRwNIpY2+ymSg5TVZ109I1jLqHkE8y3FgysVUbnmYxMkKZQDZa/xR8475sUkyeGvBrVtuuQVaawwYMIC6hpBW2NLKwYDO1zVz5szpsL3269cPL7zwAh599FEcccQR6N+/P6LRKGpra7H77rvjT3/6E+bNm9ehBhDATCDSTZCIWclmWlKypVTwV17Ek6iBeBxIJPzUaS3mTzYLF1ZNvetC2yGmQuVghaaIFdqT3ePHVh62OWSXh9mCzr9GAUHmuub5tFf+pq3XZzJBL4FEAqio9IRZJpgQJoIrEvYdIdsACoVaEYowv5e77roLAPDrX/+aDVYJaZWlSCSKNRldCmCbrtxMuzjggAM2OipuR7Y68z5CbW0tzj//fJx//vmbdB1COgsxf1Kt1VFobfRAdbXRME1N5qunZ/w/2NKgOZ3ObRQt+kXr1iO7pdJ/pZYqHDaawzeK8oZniN7SyhhByluXyZgx8ZkMoBxoSF0X4ELDhfJuraGkBMwJ4mM2hYa0ynbyM3/EN4tGg7ZKpchkMr6uOeuss6hrCGmVUrrGnO+u2qazdI1MFuwoHMfBz372M7+pdVdAE4h0C8QEKtkTyG6sLNk/kq5s18t7PYFUJgPtjS2VxopaKT9K5nohJm1fH2g5MUyes8u75Fwh8VCo1Ex69kQiuZ0LMxmTNl3oOnaD6UwaiMQApb3CeSvF2nFN2riEzrIZ0wwanrnkFcfnZwApe69FePjhh7FmzRpEIhGMGzeu5FpCejqtjyLfhuPKCekhSIaz9KgqiGTVlJUZc6d3b2D9+sDNiEaD8fFSEm8bOaIdwmGjdbxM6BaB+dYaAEoKjTzsTCHHCbKJpeNyWMrUde7UVQAqk4V2NXTYjLrXAFytoP2MZJ2zv1AIyKaDcjF5q/Kjsd+mXR1nJ0rJliQpvBTvvfce1qxZAwBtLuEgpKfSNs1CbbMlQhOIdAukZr5kTyC7UaHrmiiZnQcMBP12wmGTEZTNih0Cx3WRlet43+u8EJQGcjN48s0gyQoKhUy2EUwdu1bKXKtQMbvsUZRJKGTVasnmipkx3jUyWSCCltd3YKJxzU2mR5D26uqzGcCJApGYmZCmAvFk67lSZDIZXH755QCAY489Fn369Gn9RYT0YN5+++3NvQVCSDdhq622AgAsXrwYrusWzjiRDJ943JR219YClZUmsBOLBdk5ZWVmbTodBLwEW1tkswi5LjLipLRm/sj5srIg+8futJyvOaJRr0+hE2iXZNL0AwL8iaRKe32DPBPIPMy1/PI15eUsy210bgaQmECFKu/tUjDxySQTqLVSsBtuuAEAsOuuu1LXENIK1DVfX2gCkW5Bv379ALTSE8jOBVbKTNGQTCAJ/0ipVEMDEIkE5U5eGZkDwAX8MJN/3ioNy4mg2WrCMn7knJy1a/Bdb4+OUtCOY5pUy0PGv4dcIBoJmju62oxYzUdrc8VM1nx17J+B7EWbFOx0Fij3SsDSKSAehyqPQzkqxwDy79KKUrrzzjsxf/58KKVw7rnnllxLCCGEkIA99tgDAFBfX48lS5Zg2223bbnIdjfKyoxGqKkxGqasLEhxSafh9xEUpCxMSsO9IJkjmc/SaDlf18h97VoqMYDEWbHXQQVl+KK1HAXAMZpEwwSiIhGjofxkZQ04GmZImIJyHONL2bvxzB9HASlXtSgBkwRw2wCys4DCYeOfSUJ4a2Ph169fj/vvvx+AKQUjhJCeCgthSbdATKCStfN27q9M0igrC56TcFBTU04beykFM0ErBSevb4+yRJjKfwA5x/IaKOVPssgPU4UdB2FPiIU840lJQ2rprua6ptdP1pvmlWj207g9aWXu59XT+0aRrYIgizzcrInAwaRjh2JxhOKxnMaJbUgAAmDMuDPPPBMAcOKJJ2L48OFtfCUhhBBCBg0ahIqKCgDAhx9+WHyh/D0vLzfaplcv0yQ6EjEOh/RAtFNkpFxM+iLKIxyGCofhSEa0HYQSQ6mQixIOIzdaZAfAnKBPkONdS6aDyX6S3lQwaBOgcjUcnYbOmlxsLX2DIDrEaJWcwakFmsva5o9sTbYqPx55S9LHuhSXX345tNaoqqpiiTshpEdDE4h0C6QcrGTtPBBEwUQJyDSNdNoTKFZfH7mWpxaU40B5pownYXxVYWfyFNUQnpOiCq3xjCI/3dtSLo7WCHkNGx0AjjelzIkYoeZAw0mnoZqboVIpYy55ppMDY1wpBSjt+kYRojF/E5KRHYaLkNYIQSMUcuCUx3PKv1Tefktx2223IZvNIhQKYcqUKSXXEkIIISQXpRQGDx4MoJVJMjI9TCmjaSorzVcJdJWXB6YNEJR5iQlkl3x52iPkOCZz2fraYnCFZADZJeti7MjAilDYPKRPkPKykBW80nwEtVypFKCCTCKtYYJfbtaPZflJ1wjeitxaF1Bf+a2PJPE7Gg0MILsnUCnS6TTuuOMOAMD555/PhtCEkB4NPwFJtyC/dr4onlkEwPzF79UriJJJ9k88HjQptCNVXjmXo5T/1c8Ksseu5mUH+Zk/KGyk5GTuyLUEba3zDCif/OaLMvErkcit91eA45jMIwV4e3cQVsbMCkEjHHaMYRRyjHaLhKHCocLZP60YQNlsFhdddBEA4LTTTis93pYQQgghBdl5550BAM8991zxRWLmyHFtrSl3LyszE8OiUWMMSc2T3a/Hfq0/9tPolTAQrLNNHkmhkUY69lh4+RoKmQwgMYrC4cD8cbwyMD9ryFM2mQzccBguQnAdBdebDuZq0yBa6Szg2j2Cck0eVaBZoZ2YZCcyyYwNIEhmao3p06djzZo1CIVCOOWUU1p/ASGEfI2hCUS6BXbt/CeffFJ8oT3/U/oC1dYGZVZAYP5I+rOtMjyx5HhZOyHHQSgcRsgziFQo5Js1koVjZw75DytTRzJ3cqJosj+FQIR5OF6pWE5kDwDE5AGg0mk4iUSQCeQ4cKDgKAdOJIJQJATlaoQ8I0jJmkjE9AOIRnLr7tvBv//9b6xZswZKKfzlL3/ZqGsQQgghPZ0jjjgCAPDf//63eLm7GDNCRQXQv3/gbpSXGyNGmt9IOZdgl3Ip5WsfJxxGyHNMlF0zJdexJ6zKNWyTyS85s6eRhUxqccixBREAs8Z1wnAVABh9o51QEIlyNZSb9eq+cg0fMz5etehhbb8l8bvkbciPrry89TKwbDaLSZMmAQCOPPJINoQmhPR4aAKRbsGgQYNQV1cHAHjnnXeKL8wf/6AU0K9f7ojSdDo3zVmEjp0ubTWFFqMl5HjZNI7jP/ysICuKJmVlStKsi6mP/J5BQFDGFgr5mUhK7gvk9AWCq817sXOQHAcqGoOKRBCChuO6UOGwMa/s+aheN8X2ZgGl02lMnDgRAPDjH/+YQokQQgjZSI455hg4jgOtNebOnVt4kT12Xejd22QByeQwyQaqqgqaONu9fQoFlmCygUKAmRIq+km0grgqks3jWA0E5bzdJ8jXUcrLClKmVAwAwgpwwt7wd2P+aBWCVk7QP1EkkXaD5+C1PIST0/IIyDWA7GwgW+ZUVrZeBgYA119/PebPnw/HcXDhhRe2/gJCCPmaQxOIdAuUUhg5ciSAVkwgiUzZub/RqBFGjmNGlQItmyXmixmplbcaPivHMVk6VqlYyPsqJo2fdWO/zm7Y2PKNma92irWIMG/2aU6ZmWQVQQFhT/kkE0A2a/YXi8GJRYNyNfuaUrYlE8eK7aUEF154IebPn49QKOSPhyeEEEJI+wmFQth+++0BAI899ljxhfbkLcAEtLbeOhgNr5TRPZL9XF1tUmAkyGVlAOU3gg7HYghFo1CihWwDyJ8coYI+P36wTbJ9VDAWHtpoE+UAoYjXN8gBQlG44QiQdQHHgQ6FAThwvYmm2tVBA2gAjs5Cadf0CYKC1ipHoohck4QnOxNI/Cjpo90aixcvxjnnnAMA+O1vf8tBF4QQAppApBshJtCbb75ZeqFMBJN84EQiiJB5xkpO/rDkDstxfnjJHhVvmURi9ki/H+WdV/lTNGAZQWLiSLG7POxxFlaJmmQBKXilZ1qbr+EgU8jRgJNKQkWjUDGvG6L93sRgslO8SxlTRfj8889x1VVXAQAmTZpEoUQIIYRsIj/60Y8AADNmzCi+SII4ksHsuua56mpj/MjoKzFpKivNOXlUVBhXpLzcnJOeQp72CUciiEYicOzMaNt1EZ3k9ypUxhiSoJk/kVRK373MJUcBKgQdCkFHIlDZLNxwFHCMO+NPBfNGf2kdhL0cnYV2NbJwIK0g7aQjiWfZSU6S5F1REUidUriuix/+8IdwXRcDBgzA5MmT2/prI4SQrzU0gUi3YfTo0QCAmTNnYuHChcUXxuOB8RGLmV5AciznJBomkTXJIZbomG3ieApDWcZPzlhV7/n8tTklaUBuRo+Tl6kjAkuaNsqUMfsacv1wGP4YVqs+3zeApEmjXb8P5EYSHcdM5RBaUUpaa18o9e/f3y8JI4QQQsjGIybQzJkz8cUXXxReJCVYdoBLSsHE3BEzSAJJdoNnOwgkX8Ut8R5OLIaol+3cQpuI7rAbRNu6RCmrF5DVL8gJe1nLISAag1YO3GgFACDrXU/LaDBIQ+hAjyjru3xJI8eSARSPBw/ZYmtceOGF+PDDDwEATz75JMJtqR0jhJAeAE0g0m0YM2YMhg4dCq01brvttuILlTKRLyB3ooZSRihJ+rSYQCJgRCjJc/n181bmjt/zx+u1o7wmi47XOLqFEWQuYP7XVjJ2qZZ9TSB3ApmEveR7MZEcM+1LSfmbmFx+PX6Q8u1nSMne2pEJ9Oijj2LevHkAgGeeeYZCiRBCCOkAxowZg4EDB0JrjZtuuqn4wng8VxMoZbRDWZnJ7hH9UlYWpMKI2ROLBdonf4SW1TdIhcOIhcMI++vssnlrrUKuAQTlmUQhIBz11kaBcAjaceBGYyYbKGz0lQagQ5HcsfBeFpCGlNObMjAHQcDKlkV2wrO8TZFTpdoxCrNmzcKll14KADj77LOx2267bfTvkBBCvm7QBCLdBsdxMH78eADAXXfdhUQiUXyxGDqAURgihqLRIPJVXp6bDZRvyti183lNo1uMYLWyhxS8Js5ec+cgaoYgCycUMvX30ShULOb3EFLhcGAeRaMmpdruA2CVmCEcNkZRLGYEYFmZaRQt97JFXllZbiaRbXC1oRn06aefDgD44Q9/iF133bW9vzpCCCGEFMBxHPz2t78F0Iq2cRyjWwSZDhaJmOfj8dwgl+2OlJWZY+kTJOkz+X//PY0RDocRDoehwqFc58VeFwoFDaND8tXqtxiLQEPBjcSg42WAE4KOxaGVmRKmlZNjAPlj4WGygVwYLaO0C2grBmZl/4ifJZLNToIuRTabxfe//30AwJAhQ1gGRgghedAEIt2KcePGIRaLYfXq1XjkkUdKL66qMgaQ45heQLGYeU46BsZiuZlBtsFjK4tC5omtQiQ7yDaMQiHf6Al5I99VOAzljWJV3vmQPGf3EpJrR2NB8+cCedBKjCJpfB2Nmj4BWgcNHmVPFRVBpE+yo9oSKgPwwAMP+CPh77nnnk38DRJCCCHEps3aRoJU3t96hMPm738kYoJBUhoWjwfZQvZXe4qXrW3yHspxEFJmKmqOAeSn4YQBFTIZPzImPuJlAcViQLQMfnZQrAwIR40ZFIub5yIRY+wAgJa8H5MFJAaQC9M/0XUBB25O/x/Zul3dlh+zK8V9993n65o33ngjKL0nhBACgCYQ6WbU1dXh6KOPBgBcdtllpbOBHMdMyYhGjQkkReMSEauqMg87lbq8PMigEXUhvXrsLKF80yivoTOAnCaNyquzV0pBaW3Kvrzr+mVfIsBCISOwIlZvIv/hXSMaBcrKg8aQZWXea8NB5pOoIUkP97KN/AaTYgaVIJFI+FPAjj/+eNTV1W3cL44QQgghBWmXtikrCyaaihEkGT72mHipj7KDQpIyY4/Ssg0hS3Mox0HIe+QYQWGvz0/E0xxOyJSNIQxE42YqWCgMKAc6HocuqzAlYLEodKwMbigM1zXXMqYPTHYQABchuMo0npZSMa0VQo6bK5FCwY/A9rYKJTflY+ua4447Dv369duk3x0hhHwdoQlEuh0TJ05ENBrF/PnzcfHFF5de7DhAnz7B5ArpGijlYrEYUFNjRJOkVYtwsuvobdGV39BZFIh/TytMJQ/vmtI/KGcamOMEz4mKEQPIFmRKQYWcINIXCRsjqLomEHlRbx6qPUKjutqP7Pm9keRrK0yaNAnz589HOBxmM2hCCCGkk5g4cSLC4TDmz5+PK664ovhC1w2aQIsJlK9ZevUy2kYygmSyl6yLRoNz+SXu0m/Q0zUhwJ9S6ge8RG/Y/QojYSAWBSImCOXG4nArqoFQCNmyMsCJIBs1wS8nBMBREtuCVg6yKuJrKRmgqrXxl8JhIBLWOQaQSBmRWCKfWkN0TTQaxXnnnbdpvzRCCPmaQhOIdDuGDx+Oiy66CABw1VVX4dNPPy39glAI6Ns3MHFECJWXB5k9kg1km0GiNCR6JrX10nxRvpfjSMSUWkXyRs7nN6GORKDiZaYMzHugvBwqHIGyaur9CWFQ5vmo1/snFjciq6oK6NM7EH5hs1eVzeZOBqmqCvoMiXJqg1p66623/Dr5v/zlLxwJTwghhHQSw4cPx6GHHgoAmD59evGF0khHMn4cJyhrl+CW6JqamkDr2I10xPgRM8jOELL6HCpvkEQoHIaKx+FEolDRmGf0yHVgSsNi3vOxMrixMuiaaiAWRTZeBjhRuFFzDlBwXdP02YWCq8Jww1E4IZXT/tC0NlSmKl4BjtJ+bMuWM3blW2uxrfnz5/u6ZtKkSdQ1hBBSBJpApFtyzjnnoFevXnBdF7feemvpxeFw0Di5qspkxkhWTGVlYAiJmeJlztimTU7nQTF07FEU9gSO/KbStgkkUbqqSqC8wty/pgYqGoOKm4cTi0FVVwdrK8qBsriJsFVXA9VVQGWFORcvA+KxoCZf3q9kD/XuHRhAZWXmvJ0CXgTXdXHCCSfAdV1885vfxIQJEzroN0cIIYSQQuy///4AgJiMgS+GHdCSEnfRLNITyG4WXV2dO/RCXiOGkN3Q2c8sjppAVSxmDKBoDIhFgwEWgDeJ1DFZQbE4UFEBXRGHW1sDN1qObLwSiMShQyFkK3rBdcLIQsFVDrRjmkm7ITPkQgwce/q8PcjUcTTseJb8CMLhoP1jKRNIa43/+7//g+u6GDZsGHUNIYSUgHOgSbckHA5jv/32w+OPP47Zs2eXXiwZMdILp7rapFOvW2eUQzYLpFK56iGZBBIJ81wmY14rk7cA8xpBuhV6ucvKdaG1N8pCA4AOBJaErKSkS/ZkGzLRKJSMc1fKCCUxquR56QXkZ/QoIBzyhZkCgLo6YyR515Qx9H74rIRaeuONNzB//nwApoEiR8ITQgghnUvW0xZR0QaFEMdDdIXWpjzMcYD1642eicdzs34AoyGSSaNpXNc877qBnslmA8cFCIZJKBVMOgWMJgGg4ZjgU1kciFcCVTVwyyqga2qBeDl0tAxaKWgVNn2AKipNX0MApuezaQKNUNh/W/btPSUTTKJ3NLT1liQ2J2taywRavHgx5s2bBwB47LHHqGsIIaQE/IQk3Zbdd98djz/+ONatW1d6oaQ7V1QYI0cyg1zXiKVYDNiwISj1qq8PBFI6bV6fSpnXZTJGKIl4ykdCUrZJJM+XlZl71NaaDJ5YNFAygtaBueMZSf7UsGgUOuzV4VdWeoXyQVaPAwSlXrW1RvCJ6SNmkN1JsQQyneQb3/gGRowYUfrnSwghhJBNRsyfVCpVfJHdu6eszOgSGQhRWWmMnlQqN/hUVmYMonXrzN//bDbQKa6b+5B7WLVZSim/NMD103RCRsfEy4HqSqCmGm5tHXQkBh2JQoccKJgglaqsgBMOwfVNHgVor9RdjCHYmT8qx9RxvIQjaRsk/pY9Nr41E+iOO+4AAPTt2xff/OY32/orIYSQHglNINJt2WabbQAAzc3NxRfZBeMihJqagpRpwBy7rhFOXg8d9O0LfPWVEU2ua8wgyQwSg0YEU374ymv0rEVgyXSxsjLTxHmrfuYeqZS5rqsB7QkvaULtXcfv2+ONeVdiZtlRQn9kq2cIyZhYUUnSM0C+B4wwLMFbb70FAPjZz37W6u+BEEIIIZtOPB4H0IquAYJaqVgMaG42WkQp870EsSSQZS5sgkO9egErVxoDSIJaskaws4OAICAF0yNCKwUViUKHQ3BjZUDv3kCfOqBPPziRKLIIAQh5mdCAikagqqsRcgAHCq72RsFrwA2F/Up2wGQHAfBNobzhqHDCubM55Edhfy3GSy+9BMBMBCOEEFIamkCk27L11lsDMCm+ruvCKaQARC3E40GELJsNol0SbauqCr7X2pgkAwaY1zY2BnX3rmtMpHQ6MH7EBEqlcqJoKhqFdkImWycWN0KpLG7KtMScSqWMgMtmjUFTU+MZNmHTCVEpE22rKDcZQlLzL9jlXxIFFLPHbgRpTwZrZYbqggULMHPmTADAAQccsDG/GkIIIYS0k6222gpAK7rGcQLNYDfFkUc0GgS1HCfQNY5jjCAAaGgIzB8xfdLpQMNIgCsPFQrBiUSgozGoeBmcXr3gVtYAtX2AeAxKm2liwcsVsrW9ACdkDB6lfNPHVSGEIk7OWpEm+RJFSdWYk5vMLHKmtSygpUuX+rrmRz/6UfGFhBBCANAEIt2YPfbYAwBQX1+PJUuWYNttt225SFRBRYXJjqmvD7J4slljmjQ0mIhYdbUxfMTMiUSAfv2AtWuNOEomg75AIqok+gYEZWCSgl1RARWLQStl7h/3JnVEIoCbNZlFUqrmul6JVzi4FhBk9tTUFDVvlF1qJk2spelj/jxVaVBdgttuuw1aawwbNgzf//73N+p3QwghhJD2YeuaTz75BN/4xjdaLhIdIH/bJftH+gMBQWBKdICtWarN2HZf06TTgT6wM5ttA0qyoGMxOP7QjBiyNbVwKsvhlscBbQJSWntj3zWQrekFlJVBQfmZQYCX8RMOe0lGqqSB4/cECimoUG6CtP2jKHWNW265BVpr1NXVUdcQQkgboAlEui2DBg1CdXU1NmzYgFdeeQXHHntsy0WiCmIxY6Rs2GAMn8pK83xjozFoGhvN8xUVRugkk+a8ZNSsWWOu4TV/RiIRZBEBQUF6MhmMrPCUiiovB7baCrqiEuhVC2RdIOOVlyUS5h59+pjrStNGUT3RaFC2Bvhp2XAcKHtCmYhBwC8dy5lsJkhpWBGam5tx1113AQDGjx9fOApJCCGEkA5n0KBBqKurw6pVq/DOO+8UN4FE20ggKZMJzkuACQh6A8ViQRArHDaP+vrc0nApEROdAeQ227GnioZCcHrVQpeVwy2vQijsBHGxrFc+Vl0Dp6IaGkHFOwAzGj4URWsDiCX7x0+KDptJ9HYPIFlXSqq4rotbbrkFAHDaaadR1xBCSBvgJyXptiilsM8++wAA3nnnncKLbKVQW2vMn3jcPCfj4kMh87yYPNJ3RwRP3CvhikYDc6aiwsvuiQeTx6T8SqZyAOZ44ECgthaqohyIeIKtssrU0A/aFhi+syk9GzQIGDoUGDLEfL/11sA225h919SYr3V1QL9+UH37mufsDCAxjeLxIDpoG0DSF6kEjzzyCNasWYNYLIZx48Ztyq+HEEIIIe1AKYWRI0cCKKFrgMD1sDN/xeApKwuCUaJ38oJTCIWM/pHzkukTjxvtIBNFZQKpPWXMK11XFeVQ0RicaNiXS+EwoKIOdG1voKoGjqMQchQcxzSXBhQQicIJO/5rCj3CXvwqZF3XCakgK8jK+mltyNeiRYuwZs0aAMDvfve79v9SCCGkB0ITiHRr9tprLwDAm2++WXyRFbnCNtsEU8AAk2XTq1eQcVNVFSiOykojpsRcqavLzcoRgWR/LxO5QiFj0my7bWAWVVYGATxHmettt51XIpYn4KqqzPmKimC/sRhUOGyElPT4EfNJjKho1Lw2P+PHccy1SpBOp3H55ZcDAI455hj06dOnrb8GQgghhHQAYgKV1DV2b8BYLNAJoj9Eu4TDRpfIKC3RDVIqXlkZ6B4h/1h0jgTFamv9HoUqHjPlXPAyduJxRPpvjWjvysDEUeZrJKLgxKJwIk7B0i1pgRiJmPWSsBQOm/KykGcC2djeVDEefvhhAMCAAQNQV1dXejEhhBAAgNK6QGc4QroJ//3vf/GDH/wASil8+umnGDZsWMtFWudOv1i1CvjiC5MmnUiY51w3KM9KpYIRq5JinckEj2TSpFEnk4HgkrHxMt+0rMyIpPJyI7hk7Hs2a8yY2tpgChgAnUoH0zgkk0fmZEiOdd4EshYp2vJ97965fX9kgkhFRcmi+SlTpmD8+PEIhUKYM2cOhg8f3p5fBSGEEEI2kTbpGiC3kXMmY8a/p9Nm2IT09slkzHMyEl6O5bxMOc1kzOtEE4nJZGsMKUEXUykWg47Fzdj3iBeAkkAYTOW7Ky2GnBC0N9pLquoLDFbNlSjS8FlO2sYXAh+rVC8gAPje976HV155BaeddhqmTJnS+i+AEEIITSDSvXFdF9tvvz0+++wznHPOObjyyisLLxQBJHz5JbBihRE+iUQgpGyxJIaPmEEyVUyUiqyR3kByvrExyCqSUfSSRWSXitmIgSNlXRtLOGzuZX8vkb8SDaETiQQqKyuRzWZx0kkn+X2BCCGEENJ1tFnXSPNnIZUC1q8PtItoHhmEIYaP6+ZqHbsHkBhCsl7OydQxOzvaG7jhlpVDRwuXmmvlwFUhMyl1U5BMJhSOfRVjwYIF2GGHHaC1xn//+18ceOCBm7YPQgjpIdAEIt2eyZMn45xzzkGfPn2wZMkSxIv1vclkArMHMEbQypXmOTF7gEAEFfu/vjxvKw8RY0oZkSSRuKoqoG/fwNjJZls2lJYafMcx95YpHhuD9AlSKrim7KmEUrr66qsxYcIExGIxbNiwAdFWJogRQgghpHNos66RYJSQTJoBGGL0yJALO+unELbmsLWC6CbRENI3sabGDyy1yOoRlyYUAhynYDJzu3BkPnxub+oWmUMFOOecczB58mQMGzYMn3zyCZtCE0JIG6EJRLo9q1atwsCBA5FMJnHPPffg+OOPL7wwvyzMvBhYvtwYL5IqnU4HisaOhhVDKSOGevUypViOY8bKh8PGBJJImyAGkxXZaoEIu2KCrRCxmJkyJkX0QrHsI49UKoVtttkGa9aswdlnn42rr7667fckhBBCSIfSZl0D5JaFAUbPNDQEWiZf17TVlfFKvvyeQZIJXVkZZAd5aA24WpV0ZuS2ctwmFKA8rdSeiWCAmXY6cOBArFmzBpMnT8Yf//jHNt6UEEIITSCyRTB27Fjcc8892GmnnfDee+8Vj5oVMoIaG01GUGNjkIUjokqyguS1khotkzRkwkZFRe6o1erqoLa+0B6SybYZPLYRVUi02WVkW23VckyGNI4uwT333IOxY8ciFAph+fLlbAhNCCGEbGbarGuAlkZQJgM0NeX2ALLLvKRUzE7hkR6HMlLeniYG5DafLoBt8rRGvpwploikwiE44Vy3R2RPa1lAom1isRi+/PJLahtCCGkHNIHIFsG8efOw++67I5VKYeLEif6Uq4IUMoKkqWJzs3mk00EmTv5/AlIPb49iFSIR05MnFjMmkDeWtOAe2moEtYVevVqOf2+DAZRIJLDHHntg/vz5OOGEE/D3v/+9Y/ZDCCGEkI2m3bomP3tYdIZoDfsh50XfWOVbOTVXgHFbysvNQ+5TYhsdJWsKNYNuqwFka5uxY8fi7rvv7qBNEUJIz4AmENliuOyyy3DBBRfAcRy89tprGDVqVPHFdoaNTTJpomfNzeZ7u5TLnsaVTyxmUqQlTVpoajLmUrE9SBnappA3acwvT8vPCirAxIkTceWVVyISiWDWrFmcCEYIIYR0E9qla4CWPYKAoNdgfkmYTSFd4zgmkCTTwISuMIKsPkBCWw0gINA20WgU77//PrUNIYS0E5pAZIshk8lgn332wTvvvIPhw4fj3XffLZ0+DeSWe9lks8YQklp6EU9AUAoWiZhHLGYexfruNDcbI6jYf0rSLLq9/6kpZQwg+z1KllIbmh++8cYb+M53vgPXdXHZZZfhvPPOa9/9CSGEENJpbJSuKZQVlP+8PTHVLnOX7BspCSs2g70NRlAhr6lNFMgAaksTaIHahhBCNh2aQGSL4oMPPsDIkSORSqXaN+q8LQ2g88mfU1oKKTezJ4PZSIlafhPpYkSjxgASoSQRuzZk/wC5qdJ77bUXXnvtNYTb+FpCCCGEdA0brWvs0fDtQUyg1nRNaxPH0E4zSAFwQjlBrPZk/wDUNoQQ0lFwliLZohgxYgQuvfRSAMDUqVNx9tlnt+2FoVCQ2SN18bb6yI+S2Wvbok7CYdMrqKamcMaQlHCVlQWZPIWu6zjmGvYUsHjcvK4dQueMM87A/PnzEY1Gcffdd1MkEUIIId2QjdY1EhyS/oDFtI3jBNnNsVjpyaU2diPpIuvzY2VFL+s4pvzLcXJe054MIIDahhBCOgp+epItjrPPPhtffPEFbrzxRlx77bVQSrV97LmIms6iosI8EgkzjSyZbLnGHvEuIbRIxLxOJnO0VxlZnH322Zg2bRoA029gl1122dh3QwghhJBOZpN1TVtmqm8s4taUyAyyDSA/K0h5r1WBntlIWQOA2oYQQjoSloORLRLXdXHKKadg6tSpAICTTjoJN998c+u19F2NlIHJNLL8vkPS4HlTlJHF2WefjWuvvRYAcNZZZ+G6666D6qBrE0IIIaRz2GJ0DVC6Dqy9NV5tgNqGEEI6FppAZIvFdV38/ve/x4033ggAGD58OO6+++7Wp2t8DUkkEjjjjDP8KNlJJ52EO+64A05nRQYJIYQQ0qFQ1+RCbUMIIZ0DP0XJFovjOLj++usxefJkRCIRzJs3D9/+9rcxceJEJBKJTr13d/JO33jjDey5556+SDrrrLMokgghhJAtDOqaAGobQgjpPPhJSrZolFL44x//iHfffRd77bUXXNfFlVdeiT322AP33HNPh4sm13Xxzjvv4Je//CXefPPNDr12e0kkEjj33HPxne98B/PmzUM0GsXVV1+N6667jiKJEEII2QLpyboGoLYhhJCugOVg5GtDJpPB5MmTMWnSJKS8Ue19+vTBySefjNNOOw3Dhg3b6GuvXr0aDz30EC666CKsWrUKgInYTZgwAZMmTerSmv1EIoGHH34Yl19+OebPnw8A2GuvvTBt2jSMGDGiy/ZBCCGEkM6jp+gagNqGEEK6EppA5GvHvHnzcOWVV+LBBx9E0pvOpZTCvvvui29961sYOXIkRo4ciR133LFgVMl1XSxatAhvvfUW3njjDbz11luYOXNmTqp0eXk5mpqaAAA77bQTzjvvPBx11FGdKpoWLlyIKVOmYOrUqVi9ejUAIBqNYtKkSZgwYQJHpRJCCCFfQ76uugagtiGEkM0BTSDytWX16tWYNm0abr31VixcuLDF+crKSmy77bYoKytDNBpFKpVCc3MzFi9ejIaGhhbra2trceSRR+LSSy9Fr169Oi06BxjBtmDBArz55pt45513Wgi2WCyGY445Bueeey6GDx++SfcihBBCSPdnS9Y1gNE2H3/8Md555x1qG0II2YzQBCJfe1zXxQsvvIAXX3zRFx4rV65s9XXV1dXYY489sO++++KAAw7A97///RYRto6Kzn300Uf45JNPMHv2bLz++uv4/PPPCwq2YcOGYfz48Rg3bhz69OmzkT8RQgghhGypdHdd8+mnn+Ljjz/GJ598go8//hhvv/02mpqaippR1DaEENK10AQiPQ6tNZYsWYJ3330XK1asQCKRQDKZRCwWQzweR79+/bDnnnti4MCBUEq16ZodHZ0T+vTp44uu0aNHFxRshBBCCOm5bEm6BgD69u3rm0nUNoQQ0vXQBCKkA9nY6FxlZSUGDBiAwYMHY+edd8Z+++2Hvfbaq12CjRBCCCGkI9lYXVNVVYWBAweif//+2GmnnbDrrrti6623brcZRQghpOOhCURIJ9IZ0TlCCCGEkM0BdQ0hhGz50AQihBBCCCGEEEII6QGwAJcQQgghhBBCCCGkB0ATiBBCCCGEEEIIIaQHQBOIEEIIIYQQQgghpAdAE4gQQgghhBBCCCGkB0ATiBBCCCGEEEIIIaQHQBOIEEIIIYQQQgghpAdAE4gQQgghhBBCCCGkB0ATiBBCCCGEEEIIIaQHQBOIEEIIIYQQQgghpAdAE4gQQgghhBBCCCGkB0ATiBBCCCGEEEIIIaQHQBOIEEIIIYQQQgghpAdAE4gQQgghhBBCCCGkB0ATiBBCCCGEEEIIIaQHQBOIEEIIIYQQQgghpAdAE4gQQgghhBBCCCGkB0ATiBBCCCGEEEIIIaQHQBOIEEIIIYQQQgghpAdAE4gQQgghhBBCCCGkB0ATiBBCCCGEEEIIIaQHQBOIEEIIIYQQQgghpAdAE4gQQgghhBBCCCGkB0ATiBBCCCGEEEIIIaQHQBOIEEIIIYQQQgghpAdAE4gQQgghhBBCCCGkB0ATiBBCCCGEEEIIIaQHQBOIEEIIIYQQQgghpAdAE4gQQgghhBBCCCGkB0ATiBBCCCGEEEIIIaQHQBOIEEIIIYQQQgghpAdAE4gQQgghhBBCCCGkB0ATiBBCCCGEEEIIIaQHQBOIEEIIIYQQQgghpAdAE4gQQgghhBBCCCGkB0ATiBBCCCGEEEIIIaQHQBOIEEIIIYQQQgghpAdAE4gQQgghhBBCCCGkB0ATiBBCCCGEEEIIIaQHQBOIEEIIIYQQQgghpAdAE4gQQgghhBBCCCGkB0ATiBBCCCGEEEIIIaQHQBOIEEIIIYQQQgghpAdAE4gQQgghhBBCCCGkB0ATiBBCCCGEEEIIIaQHQBOIEEIIIYQQQgghpAdAE4gQQgghhBBCCCGkB0ATiBBCCCGEEEIIIaQHQBOIEEIIIYQQQgghpAdAE4gQQgghhBBCCCGkB0ATiBBCCCGEEEIIIaQHQBOIEEL+P3vvHm9HVZ6PP2vNvp0kJ+SGWOQWFM0JCEIQQuHTqlSr1aL9tN6+NWKCFLwU5JILoZaAcgkkIFhFqiE0Fguf+m2rX7RSfqitVURJIiFwghfuyCUnt3POPnvvuaz1++Nd78yaObNvJ+fkup58JnufvdfMrD2z96xnnvW87+vg4ODg4ODg4ODg4HAQwIlADg4ODg4ODg4ODg4ODg4ODgcBnAjk4ODg4ODg4ODg4ODg4ODgcBDAiUAODg4ODg4ODg4ODg4ODg4OBwGcCOTg4ODg4ODg4ODg4ODg4OBwEMCJQA4ODg4ODg4ODg4ODg4ODg4HAZwI5ODg4ODg4ODg4ODg4ODg4HAQwIlADg4ODg4ODg4ODg4ODg4ODgcBnAjk4ODg4ODg4ODg4ODg4ODgcBDAiUAODg4ODg4ODg4ODg4ODg4OBwGcCOTg4ODg4ODg4ODg4ODg4OBwEKCwtzvg4NANtNZ4/vnnsXHjRrzyyiuo1+vwfR+lUgmVSgWHHXYYTj75ZBx55JEQQuzt7jo4ODg4ODg4tITjNg4ODg4OexJOBHLYp6GUwoMPPogf//jHWL9+PdavX4+BgYG2602fPh1vfetbceqpp+Jtb3sbzj77bEjpjG8ODg4ODg4OexeO2zg4ODg47E0IrbXe251wcMhiYGAAa9euxde+9jU89dRTo97v7e3FUUcdhZ6eHpRKJfi+j1qthmeffRbDw8Oj2k+dOhUf+MAHcMkll+Ckk05yM2kODg4ODg4OexTjzW2mTZuGCy+8EJdeeikOPfTQPfERHBwcHBwOADgRyGGfQn9/P2644Qbce++9aDQaAAAhBM4880ycdtppmDdvHubNm4fjjjsud/ZLKYXf/va3eOSRR7B+/Xr84he/wE9/+lPYX/NSqYS3vvWt+OM//mM3k+bg4ODg4OAwodgT3Oawww7D+9//fvzVX/2V4zUODg4ODi3hRCCHfQJhGOLGG2/E1VdfDd/3AQAzZ87EJz/5SVxwwQWYPXv2mLe9detWfPOb38Rtt92GZ599dtT7xx57LC688EIsXLgQs2bNGvN+HBwcHBwcHBwYE8ltXnnlFXzlK1/BV7/6VWzbti31nuM1Dg4ODg6t4EQgh72OzZs34xOf+ATWr18PAJgzZw6WL1+OD37wg6hUKuO2H601hoaG8D//8z/40Y9+NGomrVwu48Mf/jCWLVuGvr6+cduvQ2dwiTEdHBwcHA4U7Cluo5TC888/j3vuuQf33Xef4zX7EByvcXBw2FfhRCCHvQatNVavXo3ly5cjCAJIKbFkyRJcddVV40qQWuGpp57CHXfcgTVr1sQzaaVSCStWrMDixYtRKLjc6RMFToz5ox/9CD/96U+xceNGDA0NtV1v1qxZsXXehfM5ODg4OOxLYG5zxRVXIAzDPc5tHK/Ze7B5zc9+9jNs3LgRg4ODbddzvMbBwWFPw4lADnsFSil87nOfw5e//GUAQF9fH+666y6cdtppe6U/9Xod//qv/4rrrrsOW7ZsAQCceuqpWLt2LU444YS90qcDFa+++iquvPJKfPvb38bOnTtHvd9tYszZs2fjU5/6lLO9Ozg4ODjsVexL3Mbxmj2H8eY1LpzPwcFhouFEIIc9DqUUzj//fNx5550AgEWLFuErX/nKHnP/tEK9XseKFStw0003QSmFUqmEa6+9Fpdddpmz6u4mfvrTn+LCCy/E5s2b49fsxJinn3463vrWt+Loo49umhjzN7/5TVxONxvO53ke3v72t+NLX/oSjj/++D32uRwcHBwcHJRS+OQnP4m1a9cC2He4jeM1E4ef/exn+Nu//Vts2LAhfs3mNfPnz8epp57qeI2Dg8O+B+3gsAehlNIXXXSRBqAB6Msuu2ysG2q+jAN+/vOf676+vrifF110kY6iaFy2fbAgiiL9X//1X/qTn/yk7u3tjY8lAD1r1ix9++2364GBgd3ax+9+9zu9ZMkSPXPmzNT23/3ud+uXXnppnD6Jg4ODg4NDcyil9N/+7d/uFrdpRWvGg9o4XjM+iKJI33HHHfqwww5zvMbBwWG/hROBHPYobrrpprGRpHbsaAJYU61W04sWLYr7u2jRIkeYOsDWrVv1jTfeqGfPnp0iMAD0/Pnz9a9+9SutxkmsY/i+r3/wgx+kCK4QQp9zzjn6iSeeGNd9OTg4ODg42Fi5cuWYuM2epjaO14wdW7du1ddff72eOnXqKF6zfv36PcZr/vzP/9zxGgcHh92GE4Ec9hgee+wxXSwWY+LREXLYj7KWKKIlDJPF/pvfjyI1ZgJ16aWXxgPwxRdfPO4D/YGCJ554Qn/84x/X5XI5RVjOOussvXLlSr1t27YJP3ZRFOnvf//7+tBDD4374Hmevvbaa3UQBBO6bwcHBweHgw+bNm3SUsquuM1YxZ/xEoYcr+kczG0KhUKK23zsYx/Tzz//vOM1Dg4O+yVcTiCHPYIwDDF//nysX78ec+fOxfr169vHyWe+mjrnZX7e6lvMIe/0KHJea4/LLrsMN998MwBg1apVuOyyyzpb8SBAGIa48cYbcfXVV8P3fQDAzJkz8clPfhIXXHABZs+evcf7pJTCfffdh6VLl7qEmA4ODg4OE4IwDHHMMcfgxRdfxNy5c/GrX/0KxWKxafs9xbg74TaO17QGc5sVK1YgCAIAxG3OP/98LF26FNOmTduj/cnjNfPmzcNdd93leI2Dg0PXcCKQwx7BddddhyuvvBJSSjz00EOtK2XkiD/Zb6nWydIJhLCFH9H0vVZYtGgR1q5di1KphPXr17tBF8DmzZvxiU98AuvXrwcAzJkzB8uXL8cHP/jBvZ4MEwCCIMDnP/95lxDTwcHBwWHccfHFF+O2226DlBK/+c1vcOyxxzZtu6fZdje8plgsYsOGDY7XGDTjNh/60IdQLpf3at+yvKZYLOK6665zvMbBwaErOBHIYcLR39+Pk046CUEQYNmyZbj++uubN+5AAFIq0zTvK9xiIJQyXwhqsxrq9TpOOeUU9Pf3Y968efj5z3+OQqHQfIUDGFprrF69GsuXL0cQBJBSYsmSJbjqqqvGR/zp8py2w8MPP4yFCxeiv78fAHDRRRfhlltuya3W4eDg4ODg0A6PPfYYTjrpJGitcfPNN+OSSy5p2nZvMu1Oec3rXvc6/Pa3v90nJnD2FiaS24wzrXG8xsHBYbfgRCCHCce5556LdevWYc6cOdi4cWPrgdR8HZu5f5RCygaklcaorzD/zRYfIQEpU46fPCHIXqUZfvGLX+CMM86AUgoXX3wxvvSlL7X87AcilFL43Oc+hy9/+csAgL6+Ptx1112t3V2tMNZLUJfsqV6v4zOf+QzuvPNOADQD+vWvf90RJgcHBweHrnHKKadg48aNmDt3Lh577LGmY8mYhrhuV2ozHrZ6e9OmTTj55JOhlMLrXvc6/OAHPzgoHUHjyW32EK1xvMbBwWHMcFcJhwnFwMAA7rnnHgDA8uXLd08AijQQRdBhCBVGUJEiAYjVoSgCotA8RkAYAkEA+A3Ar0P7AVSooCKNKAKU4hx76f20GrxPO+00LFmyBABw6623YvHixaNFqAMYSimcf/75MUlatGgRNmzY0D1J6iSeT+v0eeQlNOdYqa6YVqVSwZo1a3DppZcCAO68805ceumlB9X5c3BwcHDYffzsZz/Dxo0bAQD//M//PH4CUDdx7l2s12qTJ554Iu677z5IKfHiiy/ilFNOwapVqw6qsXG8uE32NNhUh6kqU5fskrd+Ozhe4+DgMFY4J5DDhOKmm27CkiVLMHPmTLz44ovNY6mtr6EtAvGjCummPzVA2iOpBQ4XS207jvcCID1AevAKAsKT8Dx+wzRp4wZSSuGcc87B9773PQAHjwVXa40FCxbg7rvvBkBJJVetWtXtRugh5y3B77OI18mlSQiydRWLXU2huYSYDg4ODg5jxamnnor169dj/vz5+NnPftY0F0vHDHu8qXiT/rQaJh999FF89KMfPejCi8aD22SFnG5hn5dmz9vB8RoHB4du4EQghwmDUgrHHnssnn32WSxZsgQrV65s3riJC0hFGjqMoLVO5wCyXSCaHD0qMq9FCtAZgUgIQAoAEvAkIAskBnkSsuChWJboRgiKogh/8zd/E1twP/GJT2DNmjUHLFl6+eWX8ba3vQ1PPvkkgO5JEp2GHHsXO3t8H6jXoX0fUCQECUkCjygWSeShGD569Dxa7OPNYlCH58Al+nZwcHBw6BavvvoqXvva10JrjfXr1+OUU07JbTeeAtAod3ROG5uyCIFcEtNOVDjYwot2h9t0I/zYVLQTZDlop+s5XuPg4NApnAjkMGF44IEH8K53vQtCCDz11FM45phj8hs2EYC00hT6ZUf9sJcWiYdWhUb0id9T+QzJhvSAQgEolAAhIAoFyKIHryBTSaLbDbz2zMtf//Vf45vf/OYBVZ2hv78fS5cuxX333Rfbi//u7/4OX/jCFzpaPzmf1gmJIqBWA0ZGgDCE9jnMywhCYZjahgBI2OnpASZNgiiV0smdSiU6l/xasUh/t4GdEPPUU0/FQw89dNAm+nZwcHBw6Aznn38+vvGNb2DWrFl45ZVXcgWSjph1B43UWHPLxE/EKB7Tbfn4iy++GLfccovjNgZZ4SfvNDZ7r1thJ/vV6kTEc7zGwcGhExyY0r7DPoEf/ehHAIAzzzyzuQDUBC0FICP4qCCC8kPKAxQG9Kg7EIAAQEXkPmnUKM9Q4EM1AoS+QhTqjmfwVq9eHVtu7777bpxzzjkHRCx2GIa49tpr8eY3vxn/7//9P2itceihh+InP/kJrrnmmrbrp6P0OKZPAbt2AVu3Qu/cBV2rQ4/UgNoIMFIF6vVRAhCvrZUCqlVad9s26EaDXlOK1qtWSUgCTB4ovy3BrlQquOuuuyClxCOPPIKbbrqp8wPk4ODg4HDQQSmFb3/72wCAa665ZkIcMlqT+DNWAQiwaJBxUWfz1LTD6tWr4zwzt956K1avXj32zuxDGA9uw495+XuyOX/y1rfzA7VDNvVhu3PneI2Dg0OncCKQw4ThgQceAACcfvrpzRvluIBYANKjBKDIEoA4ObARgcZWfoPW9etxwmnt+ybptI5zD7fDqlWrcOWVVwIA7rvvPixYsACqkxX3UWzevBmnn346/u7v/g5RFGHOnDn4zne+g5dffhlnnXVW29nA9Kkwf9TrwLZtwMgIdGDcPn4DujZCYlCkUuQod+FN8raqVegwTBrU6+Qw4iThHQhBp512GhYvXgwAWLFiRZwLwcHBwcHBIYsHH3wQO3fuhBACH/rQh8a+oZyxadRY13zljhb+F/OsLmnS6tWrsXDhQgDAkiVLsGnTpu42sI9hd7hNu+TNsRG9S7QSjPL2zX+3guM1Dg4OncCJQA4TAq01Hn/8cQDAn/7pn3a3siI3TzKTpZJEwcYBBKUBHVqv5yx5I+uoUg1GCAoaQBhABwF0GEAFkSk/336ABoAvfOELsRB0991347zzztvvhCCtNVatWoWTTz4ZGzZsgJQSy5Ytw6ZNm3DOOed0NOOZKwANDwM7d0I3fDq+kYL2fejqCBCMdv7kbJVmM8OIxD/OIbRtG7BjR+IKAui9kZHke9GBELRixQrMmTMHvu+3zlvl4ODg4HBQw3Y4z5w5M7dNW7GliQAEtBOAdNsW+Wtp4lH2fjrgNQBwxx13oK+vD1przJ8/H41Go+v9723sLrfJo5H2892lep3yzG6EIMdrHBwc2sGJQA4Tgueffx61Wg0AcNJJJ7VtHxOTSKVcIdAaCCMAGlARCUBaAZEPBFE6RMxelFVavOEDfkBLpGhR2jxGiWukUSdXUL0ONOpQDb9jIUgIgS9+8YtxaNhdd92FSy65ZL8JDVNK4eKLL8bixYsRhiH6+vrw0EMP4frrr0exWOxoG6mPqjUd/x07EgHID4iHBj4JNaPLuNF5CSMK76s3yNlTrdFjwwcCI9BxEnAjMGFkBJrDyZSK8w3F/WiBSqWCK664AgBwzz33YNu2bR0fNwcHBweHgwc/+9nPAKDr0uExxiQAjU38GbUFraC1Tg297ShKsVjEgw8+CCklarUaZs+ejSiKdqsvexK7y23yHD/28/GkeK24Zl6OoVb7drzGwcGhHZwI5DAh2LBhAwCgt7cXhx56aH4jKxQshikDn/zNApCC8iOT/8cnASdLipRKBIZqFagOk0hQHQaGh8zjID3Whsn9E4XpkTeKoIMQOvQBv46oOgLlB8iLq8/DqlWr4jj62267bb+Io1dK4fzzz8eXv/xlAFRdYsOGDV2RXK1Bglu1CgwOAjt3AC+/DLz6KvSuQeidu4ChIWDXTmBgGwltnOA7UiTwjNSB+ggtIyN0fvj8azOTaUK9dEjhe7HgU61SkukwBBqNxBHEoWFtSOuHPvQhzJgxA41GA2vXrh3zsXRwcHBwODChtcbGjRsBAPPnzx+nbZrH5i3GZT/ZbSqlc4WFPPzBH/xBzOleeuklvOUtb9kvnM67y21GGcdV8vpEffxuhaBWcLzGwcGhFZwI5DAh2LJlCwDgqKOO6ryihFLQJhOi0khn2AuDxLVjZ0tUilw8I1VgaJBEn/oIuXqMcwS+D/g1oDFCiaAbNaBuEhIb1w8ik1hakdCkgzAWEFSjQaXLo6gjIWh/iqPXWuOSSy6Jy8FedtllWLNmDSqVSqcboOTOO3aQ+FOvGVdVg/4OQ+gwQExkq1XjtqpBb9sO/epW6J3boatVWnd4BBipGRdQnVxAIzUKI9MqyXKgFRS7xqKIzrvvJ64fFoOq1eTvFieuUqngvPPOAwB89atf3S8IroODg4PDnsPzzz+PwcFBAMCpp56a26YlP8i82f5mfmIEoGT/icOoXV9OOukkfO973wNAuXX29SIYu8ttsgmeWfgZb/dPM3SSJ8h+zIPjNQ4ODq3gRCCHCcHvfvc7AMCsWbM6XkdnBygebQM/KQPPIx6HcNXriZgTGeGGTULahBWFflJ6PAgAv0EiQ70O1KrAyDCJSH7NbIPcRsqnHDYIIxIhAlPKvAMG8I//+I9xHP1b3/rWfTaOfvXq1bjtttsAEElatWpVZytqTSLL9u0kwIRcpS0kN9bAAIVu1eoUhheE0PUa9NAw9OAw9I6ddNyrI8DgMFAdinP7xEucrNuIObsGyU1Ur9E+wtCclxAqDKnyWBiSKMR95FL0HUzdXXDBBRBC4Omnn8YPf/jD3TiqDg4ODg4HGtgF1Nvbi6OPPnq3tpUK68lvsVvb764fnQlBf/Znf4Ybb7wRAPC9730P73vf+/ZZIWgs3KaZ0NOKPnSaW2ksyNtvt/tyvMbBwaEZnAjkMCHYsWMHAODII4/sbAWTpFlrQ0e4GhiH/HASZ62MsEPVpcjFEwKcSVrDrBfQok04UbwPDg8yYpDvGydRzYgMu8ipYoQg6BDKb1BImO9T8mifkhu3QqFQwP/+7/9CSgnf9/Ha174WYZvcNHsamzdvxvLlywGQTbojAYhz7AwNAYOD0GFkHe8weS8IoHwfUBGJObUR4OWX4vw9CEKT08mc45E6sGsX9MgwdL0O3ajTcTaJujUn7a43SEiqVoFGHbrRIEHID6BrNejBIWpjh3+NjKRdQk3w+te/HmeeeSYAxCWAHRwcHBwcAOCVV14BQA7n8SoNPy4CUDZuqdWSsypRrM72uXjxYvzd3/0dAOD73/8+/uqv/mqfc5hs3rw5zofTCbdpdnjahWZlhaKJFINavd5qv47XODg4NIMTgRwmBEwoOiZKo0ZfFQtBxC+0qeJlkjv7dRJxtJ2lDyRGRCGJP9qs0+A8QcMmV1DVJBpu0OIHhgVF5DIZGjbCQYMSGkfGCRSF0CbELA4Xa4EZM2bgiSeeAADs3LkT06dPx+bNmzs7HhOMMAzxiU98AkEQYO7cufjKV77SegWTLykWeRoN+vws/nDeHROapYMAeqQOPVQl4WdgKx33KEgEtoY51jt3AIM7oQcHKV/Qzh3ALhKZUK2SWJQlOUFIpeVDE7rn+/Q4UqWwwlo9CQFTis53ELQ9Z+9973sBAP/+7/8+9oPr4ODg4HDAoV6vAwB6enq6X9niOK3Fgg6VhKxCMUrwyRTL4FkybbgOFCzbtNmE7kjIuOaaa+JqqP/2b/+GN77xjXE12L2NMAzxoQ99CGEYdsRtskJK1g3UTBhqt73xRJ7g1A0cr3FwcMiDE4EcJgScB6jjKhLZES7KeHK5NLjWJB4EQXr9yOQN0opEhnqdBIRhk/uHnSCc94fLjNdqJA4NDQK1BgkODeMMGqkDQR0IfOjAh24E0CqK3UPaby8qvOlNb8JPfvITAMDw8DDe/OY347rrrtvrrqCVK1di/fr1kFJi7dq1rePkWQBSikK/giAOxYpfD80x374dqFahhkyIXbyM0Hq1GrBjF7BzFwlA9RES2bhSm1J0HhoNal+vAYO7gMEhOi9KJ0ukgAa5frRSJDxVR2h/WkMZJ1EsXvHSAn/9138NAHj11Vfx8ssvj+chd3BwcHDYj+H7PgCgVCrt3Y5khZ9U8hordL5VQptYWaBFm787cbRwNdTPf/7zACj8/8QTT9zr3EZrjfe9733o7+9vy22y+pn9WjvnTft+jL8Y1I1LKQvHaxwcHPLgRCCHCcH06dMBAC+88EL3K2uViAtAIt4A5ADKkozIOFJUQILPSC1xDEUmLCzwKQ/QSC1xA43UgDqXjw+TimL1GoWZjVSBoRHaZxQgMkKQihR0YAkVbUbhs846C0899RTmzJkDALjyyisxf/78veYKevzxx2PytmTJktaVMlgAAkjA8U2y7SCIhTQ9NARdrUI3GlBDwwhH6lC1BpQfQjV8KD+kfD/DI9Aj9USEazSScC6lDBc1BDb005XbAp8EKOP0iaE09cmQXq0U9M5Bs83IJBtXyblqk5vpiCOOiPNYffSjH92dw+zg4ODgcACBxR8Wg8aC1rmA2tzR24IOO29jJ67hSfx6swzGtmhkb9NyCmmlOqp+dc011+CXv/wl5syZA6XUXuU2Sil87GMfw/333w+AKrU24zZ5rprsYWm1TqcYdYh3E3n96yQkzPEaBweHPDgRyGFC8PrXvx4AMDAw0NkKtg05TMqCaxZ4NIz4kBWAtBEU6lRNiquHNUzS59pIkhy4biqG+aFZGlQxbKRKJeMbdbMPn7ZlcgChVieHiV83YUcBdEROE8XCSBvMnj0bmzZtwtKlSyGlxPr163HyySdj1apVHcfijweUUvjABz4ArTXmzJmDa665pnljWwDikusspoQh5e6p102FLgUVRlBVdvZEJPz4AfTICIVuKW3ydZvEz1qbEL6IzkUYGJePOYejZhQ1nb/qcPqYsxDElvbAh66bXE9RZL5b2iQPj1q6gYQQuPvuuwEAP/7xj/cZi7uDg4ODw94Fu0pqtdqe3zk7eeICF2ZChvMfZsOyuR07YPOcQbZYpDWPoEjEoPbc5NRTT93r3EYphU9+8pP41re+BYAm2j73uc+1XS97OFq1Gwuy293TOYMYjtc4ODjkwYlADhMCdr0899xz3REBRXHqQoBISMhJnxUJBfZMmYIRbEyiYW1CuapDdMPvU2UvhCpJKg3jNFH8aJEhvwEMV8lx0jDVw0ZGzDbIzaL8GiUeDiKKn48iKpHegRBULBZxww034Gc/+xn6+voQhiEWL16Miy++eEITKyql8MADD2D58uU4+uij8dvf/hYA8M///M8oFovNV2QBSClT/r2eVOSqVqHrDaggpCVUUCN1ckkpbZxYIVCvUm6lSEHrCFpFUFpDKVp0FCYurcFh2k+NSsijZhZODg4A0HQ+6nUS7eIPyaKRYXRhAG27lvjz8Gst8M53vhN9fX0AgEsuuWQMR9zBwcHB4UDDYYcdBoB4zfiP2S14Euff40kYM7kxKuzLDgvj5ywK8XqjdpuzvukPh4i1w97gNjavmT17NtauXQuAKoF98YtfjFMSZJEX+tWqi3mmqVaL3a7V/scTnYSGOV7j4OCQhdD7an1Hh/0azz33XFxC9ZVXXsFrXvOa0Y2sr54KQqhIU6LfKKSy7PU6VGgITCMjtGiYql4jSVLnkRoQNKyR3R6dOdyo7ZQJ4EnA84ByBSiXgEmTaREColSAkAXIUhno6YEoFSGlgPA8iEk9QIe5AhqNBj796U/jzjvvBAAsXLgQ3/jGN8at4ghALqy1a9fia1/7Gp566qnUe3//93+Pq6++uvnKPOsYRXSMrfLrqlYHoKEiHTu4dBRRufdqlUSdapXyLEURiTXs5uK8P4HJzSQ9QEpIru4mAAhpzkEBkAKoVDKvSVq8AlAqAuUKiYYCdPylBzF5Mq1XKkIWi/R6sUiv9/QAkyfTOW6CH/zgB3jPe94Dz/PwyiuvYObMmbt/QhwcHBwc9lvYvGbLli1405velNsul2aYF5uHgzUJ3WJXj8oWSGijMtgiCD8XghYeQ23we0hyOvLAKgVGt2+CieY2rXhNu1LwzcScZhhP/SrvdIx1O3nr8+uttu14jYODg43C3u6Aw4GJI488Ej09PajVanj00Ufxzne+c3QjIeIRWEgBYcKEACQl4gETCpYNA4uAuhGAVABU60Bo8r2wu4eFILtEfEuwi8S4TUIWMEJyHZUK0IGA9jygXoMIAmDKFETlEgQEZCOAgIAotXDXGJTLZaxZswbTpk3DzTffjLVr16K3txdf+tKXms5gdYr+/n7ccMMNuPfee9EwOXCEEDjzzDNx2mmn4YMf/CDmz5/f4jDo9Mzh8DBgki+rWp0cUErHVnHNok6jTsLP4E5K5OwHdExVmAg/nLtAgwQeA1UoAEJAegVA8HkPoCEBNIBCAdAeECkIKYEitYcPeiyXaZthBJQktFIQMO4gKc0MqIDWGoIdQS0qvJx99tmYMWMGtm/fjrVr1+Lyyy/fjTPi4ODg4LC/48gjj8SsWbMwMDCA9evXNxWBxgVKmYqo7HC13+zAZtLKisKLPRFiiUc8HwOtAUPThFIdCUETxW36+/tx/fXX4957741zMnXFaww6Dc+aiMTO/PHt57uznW7fd7zGwcHBhgsHc5gQCCEwd+5cAIgT9bVZIT3qKgXBzh2u+hW/pylcKDQJhKu1RACK3SbdCECZdlqZZNMhhSkNm4TRoeWOCXzo4UHo7duAwUHoWg3ab5hwqbDjRICrV6/GpZdeCgC47bbbsHr16vYr5UAphR/84Ad429vehuOPPx7r1q1Do9HAzJkzsXTpUvzud7/DT37yE6xevbo9UTJJm+PwKd+H1hqq3ogFIChFoXBBQCFcA1uBV18Ctg0A23cYgY7LwZvjyI6gKKJzxPkIlKL9NHyowIcOTU4hrQEoEnaUMgm8A5NvyKecQ1pRCGAcumbOvXVadWjNpCrDkHy/5QkqFos477zzAABf/epXJzRcz8HBwcFh34cQAvPmzQMArF+/fhy3nBmLOPdPGOW83cQx1Imikc2CnA0PswQi3WydDtWR8eA2WV7zzW9+E77vj4nXMNWwP2qrdhMdIzERIlM7OF7j4OBgw4lADhOGd73rXQCAhx9+uG1bIQQENOIJDHYBCUHCgQ3fp5CjyJQl58phWpvqGBz+pdqQo4z4w2XpFecO0sn+hk2eIXYZcR/rJul0tQq1YxBq12AioKBzIWjhwoUAqFpXN5U1BgYGcNNNN+Hoo4/Ge97zHvz3f/93nPR53bp1eOGFF3DDDTdg9uzZnW0wiqj/1mdnAUgFIeVoCnxoP6AQvR0DwLZXgcEddHxq1XRIHpeO9xv5LCz1mgaCkBI7hyZ5t7acRFrR80bDzJBSyXmtFXTdEgEjk1jc2o+OVLw/zWGCbXIDXXDBBRBC4Omnn8YPf/jDzo6fg4ODg8MBCxaBfvGLXzRts1tmXhaA4rw/TWKYcvP4tEC3QhCQ5ATiQg6dJL2xYHObZcuWdcxtxpvX5HU37+/9RfjZne04XuPg4MBwIpDDhOHtb387AOCnP/0pnnnmmfxGFlsS0KMdQQCJM/bzRs04Q4wAxImeOX+QtkmRHr3EBMq8FAsRWVZgbafRoDw3owiXJtEjCIAogKqOQO3cRe4YSwhqN2jfcccd6Ovrg9Ya8+fPb1t9pL+/H+eeey4OP/xwLFmyBC+88AKEEPijP/oj3Hfffdi8eTMWLFgQVzPpCOzIsYiebjSgggiq3jDVRkIoP4CuDgM7tgM7diSl40MWkMyHDkLzugmnUyqzpJ1ftF9DTP0GdBhQjihtEnDHzXVSxS0MzP4bVKmMnWCxbV2nty+QrnjWAq9//etx5plnAqCKGg4ODg4OBzfe9ra3ASBek81J0xKdKENaJ3nzbIFHZx8zAlCnSW6ybUZNxOSsYhZ2B2lbNOpAjWBuE0URPvzhDyNsMe4yr3nd6143bryGP6KN7FxUVh+bSEzkPjr5HI7XODg4MJwI5DBhOPvss3HUUUdBa43bb7+9dWMhIISAlIDgkB0AHhQgrBE7CCksy4QpkbjQjMhkRR1+yRKEmHBx8kVeMqVTAQ2MDJv8ODotYIRh0p8ohGpQ9Szs2kViRTyr1vzjF4tFfO9734OUEtVqFbNmzcKmTZtGtfN9H4sWLcIJJ5yAdevWIQiC2Br93HPP4b//+7/x3ve+F16LpMe5UCpdPUQp6IYPNdJAVK1Cj9ShayNQ1WFgxzZg107K+9PwTWU2Q1A59MoPTNl3Q/gEsxMkZFIrqCiiSmEAVHZWM6Twr7hsvNZprhtxnqH08dehgpbJ59dGWNIwWRO1RbDb2KHf+ta3Ahhv67+Dg4ODw/6Is88+G7Nnz4bWGnfccUfTdl27gWJnjlW91J6w6mT9TsUgbm/vN29bTdbR2ZJZLVAsFnHPPfdASoknnngCn/3sZ0e1yfIaO+Rrd3hNi48AYLSGtqeQZ8rqdv12n60VHK9xcHAAnAjkMIGQUsYD/po1a+IkxaPAbElKqm4ATUmDhQCiCAKm9JMG5f5RoQkvMsJDXDWjBVnSmScc9sSLXU48CBJRoV4zZVmNMDRcTUqW2/tSnOdGAcpH1AigTZiYXeK81SA9e/Zs/OpXv4KUEiMjI3jLW96Cm266CVprDAwM4NJLL8XkyZOxdu1aKKVGWaOPOOKIdqekybHRSRnZMKTwtuFhqJ07oYYGge3bgNoQMFIFdu4w7w+Z49YwSaJBuXwUiTtaReTiUcroPppKw4MEHyIxPJsZxftX3A+lSOALgySUjIUm68DrKIIOjYjnNxJnmNZG5hPxWbeCDSlPUB75zcDO/+AKKTo4ODgc3JBS4lOf+hQA4jX1en33N8pjkT0BpbLjTXZSq43jp1WbvFioNm6gVFszIdOpinHiiSdi6dKlAMgZ9P73vz/mNZdddhmmTJky/rzG6i4wOtfP3h7Ox0N8GqsQ5HiNg4MD4ErEO0wwBgYGcPjhhyMIAqxbtw4LFixo3tiEDql6HWEQAgHl3FEjIzRQ+QEwPEjCCuet4SpikREHsmKP/VSrtNjRKbj+uCep1Pj0mZBTe4FCAUJ6EBIUflSgMuQoFQEBCK8IWS4BPZMgJk+iClcmTKnVLOHvf/97/Mmf/An6+/sBAJVKJUU0Pc/DV77yFSxatAjFYvtKZG3Bole1SjmAfHIvRdUq1NatxnGlyN2kIqBehw4oNxAUEB/gkSowNJRszwgxANJ5B1pdcsyBkVzGFqDHnklATwVgN49dC1VIiHIJouABk6cAU6YAhx4KFIqQRc9sRwBTeiGmToEwx0xUKqaMfKlpd7Zs2YK+vj4AVB74yCOP7ObIOjg4ODgcYBgYGMARRxyBRqPRlteM0lsscSd+xo5kU/UqP8+PzWm6oO2pcu8579nvZ/mEVQ1s1Iyx4UVCitb7iLus8YEPfADf/e53AQCFQiEVGjbevCYbNZd9z37cm+jg0LVEtmBb9pTmwfEaBwcHwDmBHCYYs2bNwkc/+lEAwHXXXdfcDQTQiOV5kELAEyIuIR6XFTU5aZKKGTpJIN3MBcSvMcGyQ56y7VpOy5j3goBCoRomSXRkXEgsRlnkTUdUyQr1GnS9QcJJB9UYDj/8cGzatAmLFi0CgFgAmjlzJlavXo1qtYoLLrhgTETJJkUq0lB+CFWtQe0chKqOIBoegWrUEQ0PQ1VH4mOmqlXoIICq16F8nyqgKYC8PRpaGWFNCHq0BSB7xx1a1FPaNJfKjSKkhD9zrIWOknxQjQaJOrFt3dpO0TOrd06m3/jGN2LKlCkAgA0bNrQ7vA4ODg4OBzhmzZqFD3/4wwA64DUtEJdhZxfQRKCV4mGHYLdSS5BDr4wzt9PQMCEE/uM//gNf+tKXACAWgMaD18TdyVnGRQBKbVTlLHshpsxgLAW+HK9xcHAAnAjksAewbNkyeJ6HLVu2tM4NxFMYngcpBbyCpBAxUOUwRAGJQMqqBpYLnXpIQoVsESGztBrIM6xCNOrArl0QQ0MQyggQTA44tIlXNSFSVMUsIiGIrdQtUCgUsGbNGlx22WVYsGABnnnmGWzduhWXXnopyuVy65XzjkiG68UhYIODVOJ+ZATaN6XWfVPmPgqhwpDKtvsNCqFqmATQLMLwRsOQQrOUgg6M+GUvQJJ7KdWRJp3l88YIAsoFxQm84+Ntnkcmd1DgA5wPyIiHOopohlOYy522nPZtiJuUEkcddRQA4NVXX+36uDs4ODg4HHhYtmwZCoVCe16TgZAZe0bueNgmFCyLrOqR4jZ69N9ZrsPPmSN1A20KN0Tt1QghBC6++GI8/PDDmDt3Ln7+85/j1Vdf3S1ekzeEt6MY3e3A5hxmsnHUkhWJOt/xeOhG9jY62Z7jNQ4ODoATgRz2APr6+vCRj3wEALBixYrmMciWh1UIAQlAFgomNxAnTIxGu3ZajXpBmJRst5WQVsiSJvt1myzVRyj8ieP4OfdPGJkwKUBHIaAjElDqdQqrCjqf8Vu1ahXWrVuHo48+OnFEtQF3P4rS6Y2CwHQ11FBBBL1jJzA0mCTDDiKgUYfyG+T20Yry+tQbdOzDIBG6yP6UOKwajdgBFFd4yyOaQFoMakI6tdYm0sx6LwoSEha/x0IQaP/So2ptSpFwCAAQFIqH9PEblXKhCXp6egCgeYU7BwcHB4eDCn19fbEbqCWvyQOP5XmZibP5BrPICjftshtnBaJW7bJVybqBViQEdbDeaaedhs2bN+P000+HzMYzNd1+mlPQ8R692E7fMQsstpjDm+543cz6ewjdCkGO1zg4ODgRyGGP4JprrgEA7Nq1q325eCkp347nwSsVID0BqTSE0JY7xBYD7I3o5CEIqIy8zgg5WTTzEdukzPSPZQQRRRBKkfNkeCgRNQLfSlBsOhIZFuH7cQJpHUbjzg/YUc6alG26iT+q0lBBiGjbdoSDwwj9EFGtDh2GgHHwqDCCZpIVWk6eMBxdFS3PXZVn585zV3F7s+9Ux03nlf0huHKKRcwEE0F+v1yKxSByI2mgWICWErEyl3SiIyv1cccdBwC477772jd2cHBwcDgo0BGvyUE8n6NzSUxr5HGUbtDMDWRvP7ufTnuodcfd6nRSK7vBVpoMj+dKsRjUrZBlHxd7b9mlk23x9tqLQePFBTuZF2U4XuPg4OBEIIc9gtmzZ2P69OkAgIceeii/EYeD8cxQoQBRKMATgCc1PMU3/bAG6CYITQUxG9mpkm5IVJY4sfihNTlkRkYSJ1CkyPXTaAAhiSrQmmLngyAWPqiS1u4TALu6e5a/jfr8KqScRvU6dBAgCiOEkUIQKoRhAB2ZWTaAwq8iMysZCzFmJ+z6Sc1eauqI1oDnjQ4Hy5K+LBFtYmFXZtFhCIT+aEKoQXmJyiUSqZQm048Q0FIAhaLZHpJ1Pc/SC1uT0YULFwIANm3ahG3btnV8XhwcHBwcDlzMnj0b06ZNA9Cc17TWOjRxmk5tqa2Em27EoU5EoJz9te9lwo12W9jI6VurTSYUJXssVJs17f0pqz0/5i32e+22a/6bQFdQ3qbbTXA5XuPg4OBEIIc9AiEETjvtNABUlrJJo9GVnzwPoliEFAJSaAghE1KVPEm2we6VPAGomRW63Xu8F9NOak0uoPh9QblyWAABkqTRgU9JpEN6T/sBAJ3k1Bm9m47BWhRrLFktJQsVKUQ7h6GGq1D1Blm3I01iT+BDhRqhVlA8CxZFiMkOh4DZO7VjzmxXEItAUiYdyjqGmn3g7FQWqzxCkDspiqAbDco9ZM/WeQWgWCT3j5QkXgkBVMok8kSm/3xgWGgU7Y/9O97xDsyYMQMAcO2113ZwZhwcHBwcDnQIIXD66acDaMFr8qC1CVduUrGryTqjZnma5fnJe69FXzoWjTpCMs6OWffIEaJ0sz5oTRNqqkUfLUeOyBNulC3+dCjudCMI7QEhKHe3LXZ39tlnx7zmuuuu20M9cnBw2JdQ2NsdcAC01nj++eexceNGvPLKK6jX6/B9H6VSCZVKBYcddhhOPvlkHHnkkZ1baPdBzJs3D/fffz9+8YtfNG8kKRl0TISiCCiVIAoFSM9DUWqESiBqQgZiZw4LBLrNdEiWWDFEWlhKHXelkvfjdTQ5fyoVECnwEkdKGJAYFCcmNq9HIbQn420braMj2KYbuxtZfUUI5jcaol6DHBo0xweJOBNZ+Xy0SvL/RGHCUZlQ2rmPWBCyISxVpVRK52PKHutWZJc7LmVy3EC/FcB8eOlBFyRkoQj0VGKeRYk3NVDpIXHI9EtHisS7goSQkj6bbH/sC4UCli9fjssvvxxf/vKXccMNN6DUoqy8g4ODw8EOx2sSiLzJBq3odRNm3lIesIWdboWE7Jhrc5dRPAbJuNtsO52cK+6vEF3xmnj/2c3l9cPqs1Kd7sAIb/G6hmeMChXvFnYPm/EaAMLw0gn4vucd51bH3vO8mNfcdtttuP766x2vcXA4yCB0V9nsHMYDSik8+OCD+PGPf4z169dj/fr1GBgYaLverFmzMG/ePMybNw9ve9vbcPbZZ3eeVG8fwAMPPIB3vetdEELgt7/9LY499tj8hmGYZDL2ffp7cBDYuRPYtg3K9xGFEaK4VDigdWSSR5tE0HkCUKeeWStBNWCGdBOmJvnvnh5apEdJhzmMbfIkoGcS4BWBggd4AoCA9ArAJGovpvZS7hohSeDy+ByK1O7zEAS01OsJz4pNLSLpCn9c5ozCr0MO7YQ3MgStFWScZFsBtRGTxygAfBNXFpljX62SIFSvJ6FsfBxtAajRSM5ZVuypNxInTl7nmolwhUKcHwrFIrmLABKXpDkTHh1Pwa8JCRx+ODB9FuS0XmojQO8Vi5CeB0ybDlHwaB89PXHS6FY/Jd/3MWnSJERRhEWLFmHNmjXNGzs4ODgcZHC8pjWvSdGPuCIpvaGDEFpZlt5sQQrVZCIly2ky3KUpmcg6ru1Hz6Ml28a8LzsVMKSXEpNarmbbl81nyr0xyRGtIksA0hBtdsSrC8S3Pu0mCrtGjkM9+7YY/f0ej698zuka9ZoNx2scHA5uOBFoD2JgYABr167F1772NTz11FOj3u/t7cVRRx2Fnp4elEol+L6PWq2GZ599FsPDw6PaH3vssbjwwguxcOFCzJo1a098hN2CUgqvf/3r8cwzz2DJkiVYuXJlfkO2uVSrieukWgV27AC2bqUS5H4ArTWUipJ8MVEUJzimiZ02IlBe4sDMaBkLQJ5HWgL/XanQwiKFZ9SXUhHonUokqlAECiRWSOnRe+UKUC5DTKoYcaMEUSxk95jqRhgmGgsfjlYfi/Wo+FFH8KqDkLu2QYQBtVEaoj5schfVEkJqRDVyLzWAEXMOduygDkRRmihyB8IwXyjibdpJi9hR1AlY/CkWzXE2zyUJaCiVzLEuQBbN30ccAUydBkztNXwr6a8sFoHJUyDKRjSaPDkR+4RoyR+/9rWv4VOf+hQ8z8Njjz2Gvr6+zj6Dg4ODwwEKx2sU3vCGN+Dpp59uzWtghsVY5NGxCEQ5Aq1iEfYESSwY6bSrNt6ghazLh53V9nt227z3eJwF0q7seDXRmXNLCBKCrLap1ZpMAuXekDSZKNIQVjolDvTKqCB5m1Mm76G2OeB4u3NE821mlJlWQk03yApJ7UQgIOE1Ukps3rzZ8RoHh4MITgTaA+jv78cNN9yAe++9F40G5aoRQuDMM8/EaaedFs+CHXfccbkzYEop/OY3v4ln137xi1/gpz/9aTyTUS6X8eEPfxjLli3bpy/gSinMnz8fv/zlLzFz5ky89NJLKOZVkqLGVH7d9xPRYNs24OWXgUaDhCBDInQYQgcBJRCu163Y8MxX2xYmcmd/jGvEtGOiIwwRimfApATKZVo8jwSggkezO54kEYjFiSK7TDygaIShyVMgKkaEqPRAlLLHgMSIMKR8076f7n4rRzhHUdl/F4MqiiPb4Y0Mk/284UMMD0OogAQau/R6ZNxB7MKqj5ACtWtXXOI+3jkLMsLk3BkZSTuBsgSPlaxuLjmFQmJv4jxDkyaReMPfHQ75KpUgph0CMfM1wNReYEovnQ8hIEtFQEjIngrgFSAm9wClsgnfS45VK3IbBAFOPPFEbNmyBeeeey7uuuuuzj+Hg4ODwwEEx2sSrFy5EsuWLcPMmTPxwgsvoGKNKzZyRSDA5NQLE0GDOUzExSbC0Q6hURtuARaDsqIPizz2uJd1AtluHn7k9/L2m3IXiURQireh066fTsWfjAAUb8L0L3k3x4mTCe8HtJkDzO51DwlBwvwXT0CNjwiU5wQCWruMHK9xcDh44USgCUQYhrjxxhtx9dVXwzd38jNnzsQnP/lJXHDBBZg9e/aYt/3UU0/hjjvuwJo1a+LM/qVSCStWrMDixYtRKOxb6Z601vjc5z6H2267DQBw2WWXYdWqVa1XGhmhha3CtRrwzDPkCvJ9o+Wo2KGiwxC60YDSenTOoFYECkBTAcjMesWOIA5TKpUSl4pxosQiRbkCTJlColCJRJJYBIIEeqdQGBJA2+mZNGrwrtVEnE7H/gjNDDQ8yGcFIBGFKA4PwKtXIf06RH0EouFDaCP2hEFiNVeaXlMh4IeUx6g+Qsd92LiG8jrA37V6PRF54gVmP2H6Q3Bi6VZg0sphYeyu6qnQ8WNHEBNWrwAceigwZQpE7yEQvb0mJM8DiiXIUpGcQMbJJab2Jn2PT29rJrZu3Tqce+65KJfLePHFFzFz5szWn8HBwcHhAILjNWlorfE3f/M3+MY3vgEAeOSRRzBv3rzm7VWOCGQKLGitkvmr2D1rOYHSO+6+symLsCXy2CoBc5ocgSiuzmq7gVr1Q8jUGAuuhgYkyaPz1suKPjn7UCpZV49yLLUJyQKXkM99y6w6HoLQnnMDNYsA7MQN5HiNg8PBCScCTRA2b96MT3ziE3HFiDlz5mD58uX44Ac/2HSWaCyo1+v413/9V1x33XXYsmULAODUU0/F2rVrccIJJ4zbfnYXq1atwuLFiwF0KAABiXPEiD4IQ+CFF4Dt22OxQQeBKR2eLFopKCEQ2gmcgeauX3sgNn/Hj/ycwe4XDk+SRpjwROJYKRSAadMAWSAniudZIpAgF8vkyWaHEujtNfsiruM3OI1Osue8nJDZQX+UAKQVvPoQCv4w5NAgxOAuCBURLdEKUCZhdWRIplKANuJMEFJHfJ9CwqrVpApY3uwcVwKr1ZLXWexpdolhIahZBRMWf1hwYwGHj32hQGIQH4BymcLAeqfQMZ00GbJcMetTqJhXkHQ+J/VQbqBcwtScLdXrdbzuda/D9u3bcdNNN+Hyyy9v2tbBwcHhQILjNaNx0003YcmSJQA65DZKJW7luMpmSGOuVlT5MlIm8R8oBj07zmZdOHn2j+xz+7WsCORZYVssAHneqPVTMktHIWEsOqX7y0JQasRvFuKW87fSIl4/iQbLqh05QpDW8Z9aaWitMp8qSxJzCELXaOYG0uDcQMmk4xg2n+naWEQgx2scHA5O7D/Z9/YTaK2xatUqnHzyyVi/fj2klFi2bBk2btyIBQsWjCtRAoBKpYIFCxZg48aNWLp0KaSU8UzUqlWrsC9ofJs3b8by5csBAIsWLepMAAKSLMi+T6Fh1Srd0HOSnMFBiF27IAYHyanCjyMjkLUavDCEF4YQSkFoKg0quEynWUgQ0ZBm4eE65QBi2KMpW52heYXR8VrmNXb+ErQRXXTyt8nTwwKQ1sy/dPy6LQCN6gaI0PDnk0JDQkGGDcjIB4IQYtcuckspQCgjmAX0HhHR0AhAxhGkIkNM/UTIsYlhVrThMDB7djBbDj77XWRBrVxOcixxmN3kyUnybRaAeMbSzkfEziN2Z2lTvUxIIAyhtDKkVhiCbXIBFAp0PPJ+Hi1+M5VKBeeddx4A4Pbbb4dq52ZycHBw2M/heE0+Nm/ejCuuuAJAF9xGKcrN12gkEy2+4Tm1GsTQEMSuncR3hk1BjF27iAMxxxkepvXZLRRX+sxMrOTFjtuvZ8dpFofyQrp5XbN0fg5y9pddv5UAxP1LTRiRk0rbJd1jxxSXbM888utKJRNf3L9RJd51zns5x6PTz58qI8/bSj6vjo9HXl/aoxPxqFW3Ha9xcDg44ZxA4wilFC644ILYFtzX14e77roLp5122h7rw8MPP4yFCxeiv78fAHDRRRfhlltu2WvVNsIwxPz587F+/XrMnTsX69evb08YlZkF27kzITm7dlFo2PAwsHUrESIWiWCGTBMixn9rAIqVEsverDPHIg71Yph2o2a6OOzLJHSOt8shR/y3EOQEKlUoyqzgQdjJFnsmkxPF82jnZRI6/MAqhQ67urpAdkwWJnRNQJNYZAlEACAjKvEuq7vgbd8GUR2i9lFIoWAs+gQBYkJiEyTfhH4x2WQnFs9emuOeOmehqQBmknSnQsBSHW8DO4cAu6tKpWTWslCkXEt8Hoslcv9UKrRupQeYNcvkX+oFih7kpMkmLE8A5TLk1Klx1bHsxOmo70MGv/vd73DcccdBa40HHngAf/Inf9L+Mzk4ODjsh3C8Jh9hGOKkk07CE088gblz5+JXv/pV8xyHQCJoNBpxhQcdhiQAhaEpxkAOXG3CrjWLDtnPmQ3r4omRTP6dUbNF9nZsFxC/x+Nsi3xA9vpt3UBCkthi5xDKThZlw8psoSXn9iSOMgfTHo3Rg7htizGVRDPbbS+1tPpsTWw3o3trtW/iyjLbaP5Vbr2PPOdPk1207K7jNQ4OBx+cE2ic8Nhjj+Goo46KidKiRYuwYcOGPUqUAOD000/Hhg0bsGjRIgDAbbfdhvPPP3+vKfs33nhjPHO4du3a9gJQEJDAw+LD8DCJQcPDFAa2axe9zsKEonwzwpAqYZZRs1xcNSwMIaKI2sE26KRnpUaNlexCiQkSLMUAo4kM/WHtwPqpSWnFblEDv5bOtSOQdmPHBEFrQEcQOoQnIkjBM30JpREmpEtEAcTIMBD6ECqADBsQkZVnILtDfqJ18gILOXZcv8ohpdyej72dIJrPAQtDPGPJs5b2MctuN0sC7WOvkRDY+EB5tDBxVrQP1eCE1BKQBSolG8/CoSu8/vWvx5lnngkA+PGPf9zdyg4ODg77CTZv3ozZs2c7XpODG264AU888QSklLjnnntaC0DKFFtgAcj3gUYDol4HaiNAvZbkQOSJrzCECCMInnTJLvZYyo7pRmN0eXl7yXvP/purf/Lf9ns5aDt0ZnlGK6HHDo/LupUy+9dZx0wr5xJMnsNMX0Tb3rd633IGdbR+M8kpea35plrLVd3MsbXqruM1Dg4HH5wINEaEYYgbbrgBf/iHf4jJkyfjxBNPxIsvvggA+PznP481a9Z0bZHOjmNjcp6CrJ1r1qzBpZdeCgC48847cemll+5xC3V/fz9WrFgBAFiyZEl74shhX7UaWaEHB2nZupWWXbtIDLLz0lgQ1hKHd2WFCBaEmDzZ62sdh4GNOvh2dQ1+3xYsUv1JZp4SDYinYmQ6Pl5I4mWRGvWZkok9IgGeUJAIUZQKnrDCv3gRGkKQ+AMooFGDqNUgwgAiCpG2R2f7bMChYNqINtyEZwztcrUspEQRzWL6DTp3fJ527SIBb3AwCeer1RIizIvl6Br1xbfPWXzMBPWThaBCgdbn3AOlgjmeSEhvFABaQRsHl26XmLrNb+Wtb30rAMS5MRwcHBz2dyilcP/99+MjH/kIZsyYgTe/+c147rnnAOwer8mL6OkW+wqvAdLcZunSpXjzm9/cvDELQDzW8QRWrUbhX/U6UKubMY4OTpKAOfWQ3iaLSWYCLDXZZefis8UfHq+z4yuQ8BqbF5n3RVaU6RT2GNtMnOLjkxV98haloLVqLYtkxa6Ys9iLBjupO4fOWfK+zK1Fm7Gj9TbHI4+14zUODgcX9r1SC/s4nnzySVx66aW4//77EWVEhDlz5uCee+7BSSed1NG2uhF6bDtnpxf71atXAwBuvvlm3HrrrTjyyCNx2WWXdbbyOOCGG25AEASYM2cOrrrqqtaNfT9x/wwNJS6grVsT5w+LBgDZljleipMlWuBDJIF0pTC7PYs0tpska7/WOklQbFunIwVIM2vGRIpPTFFTaJQQADwI26LN5cwtW3TIkVVKjbZza42Cp6FCI/pk3gYSaiAEABUZYqMhhocggwakDqmVBtLx8nykMseHZxYbPr1nk0QmnHZ7O1wsCGg2MyukZe3aUlrJtc2x9v20Rd0+B/YdBJNYISgsTAh6rd6gHEJSIs5vpCOgEQI9ZahQkTwnBBApKCEhzXZsV3on4Oov69evhzbioYODg8P+iIGBAXz5y1/GLbfcgqGhodR7c+bMwbe+9S2cfPLJHW/Pvky34jd2NNP+wmsA4IorrkAURZgzZw6uvvrq5g1Z4LDzG4YhCUAsDFkiiwYyBpLkj8xInbzPB5pDp3nChMPX+cAqlS4jygffft0WZlrFEHViP8lOstiDrC1C2WJVqy+Baafs9Vvtu+X2aH2hdbq0/KjmnYg5CtBdEPNRm9cQUnS4upl8y77aJX9pBsdrHBwOLricQB3ivvvuw2c/+1k8++yz8WtSSlx44YV497vfjbPOOgvTpk3r6KK5Oy4fYHSYdzssWrQIa9euhZQSv/rVr1rPWo0TBgYGcMQRR6DRaGDdunVYsGBB88ZhSMJPvU6ukXqd/t62LalKZSc85AHelIaPSVCmEpW2SEOKjtis0y6HasMO/WKhgqtT8TYKxcThY7PYUgmYegiER44gUS6ROFEoUD6ggmlbLiOUZSgYZccz+W6o89DQUCEQRcqUM2UClXQzy4VEZGbU/AaKv38W0q+TEFKrmy+dMiFS7PYxs4dcJt4PARWQgBInrTShVJyQm89FrZa8x+dxZCQ5R1ImhDSbl8D+u1TKlJFFIgQVi8mx5Zw/vH6cMNpKMD1rJm3LKwJTp9K2PY/KyhcrEOUS5JSpEAVKFi0mT4aQ6Zj8JDKu+Q9sy5Yt6OvrAwA899xzOPLII5u2dXBwcNgX0d/fH09q8XgphMBZZ52FD3/4w/jABz6Aww8/vGNeY4s/3SKr/bcD8xohBB599NE9wmsA4jaHHXYYlFL4zne+g3POOSe/IXMUK/wLYUj8hkWhHDFEWwQxz2PSFDxeAmluYwtBgDXQifRYms0zZCa+Uuc++z2QcnTxDAaLQPYkHYtOrUgwTyDlQAOI8t7IDcfP9EcYh3amnZkyS97L5hjqGJ2Q8tFfbiFFzEG62pf9V5tdZ39Tzdo6XuPgcHDBOYHaoF6v4x3veAceeuih+LXjjjsOt912G/7kT/4EhezNaxs0K9aQ93ezsdcykXREmG6//Xb8/Oc/R39/P97xjnfgxRdfRKlU6qrf3WLt2rVoNBqYOXMmPvjBDzZvqBQJB+wAqtXIAbRtWzJbxo4r29IMELnJ2opzZqhS453d1vOglIIWxhRsH0ylYgFCAHEFMdqmQFz61NoPQZqQL6v0p9KU/FEB6Ml8fJsU2DNiTEsEzRJKs5n4A+VypMS1I4d3UhWwmNBoqvZlwqLIDGQcP/w3tBGAzHtKJzkC2AEkBJ2rajVxVQHpZNC2U8cmffZ5scPrmCizYMPHIAwTEsv7sUmr51kuoYhEtCA0lb8Ufd7QnK8gAqQyFdIiCHjGKZSIa93Mpr3xjW/ElClTMDw8jA0bNjiy5ODgsN8gDENccskl+Id/+If4tZkzZ+Liiy/GxRdfjKlTp3a1vWzEbh6a3e/b22AzbCfOIJvX/NEf/RFeeeWVCec1APAP//APUEph5syZeO9739u8IY+FLABxKFhWAMq6mI0zlTmA/W7ToR9IeFKxmEyKMex8RXmOnDwSqk1YWjeCiL0de9tZ0afVdlt8iZq+0+6LJwTiBNVZASXebovZtU7R9nilnTxjN9rkO4Ly0M0+HK9xcDi44HICtcDatWsxefLkWAD6sz/7Mzz99NN48skn8e53v7srAShrVOG/7bQozBV8P/mbHcN8D54dYzuZdSuXy7jvvvsgpcTAwADmz58/oQkVlVK4/fbbAQDnnXde6xwCHOpVM4kRq1XKJcMCUJzTxRCa7Iflqlt2vp4MBMBeG8AES0VKIVQKSmtoOy4eSGbRzP40AOV5CAFEGlRdzJOIExTHkIBH69LLmemZQoESQJr8Nyob2xWTJP6SqDg3gOa+KOvtUdOEZiY38uFVh1naIGEkZMeUIvEjDJLQOkZkbdC4ieIvIn8Zq1US6/h8+D6dN5PfIDcGIFu1hL+4dn4EdhnZX3IWn+x+eh45fuztSXO+IsvxJGBELG2qnflAWDdCWJj8DiPV/PfT4oclpcRRRx0FAHj11VebtnNwcHDYl/CjH/0I06ZNiwWgOXPm4Pvf/z5effVVfP7zn+9aAGL+ojPDB5t02Qhj5zO20/JlU82wbtKOoti8ZufOnTj22GNHheiPN5RS+PKXvwwA+Nu//Vt42fDtpGHyQW1SZ0+SAE0dMTF/6L6D6fHSPhGMvFCubL4egApstEIrdSEvFCwrOHVpF7PnwDpfKW8f2lp4m0360lUfu/tcraLtutpfJy07bOp4jYPDwQUnAuXg8ccfx2GHHYZFixZBKYVCoYCf/OQnuO+++3DMMcd0HSdLZgUNrTWU0ogijcBXCAMVP0ahgoo0Laq5QGRHRuU4iZvi2GOPxXe/+10AwMaNG/Hxj38cExUJ+OCDD+Lpp5+GEAIXXHBB84ZRRNZoOx8QC0E2cWlFRliwsb3kOQ4gAfqyKwFE7PyxQ8tYmJAysU+z84Wt0gC0FIikHG1J5oTPEBDFAj3GHl1tysibn1sQAI06Im3ZkwHE4Vrx80QAkvEHou+R1hpaaVC+Z7NeFELqEIV6FZKdPH4AqNBswHzewGbY1v45EXQQkJiSFcfYqcXEV6lExLPyG6S+jLb1nAU7XpddPEGQfA/43GfV0ihKElPbCmmQSYpZHwFGaub4mc8cBiSCNXxoX0HXG+QcEuiaiNro6SFb18jIyJi34eDg4LAn8MQTT+D444/HO97xDlSrVUgpcfPNN+Pxxx/He97znq7LrWudvuzTZVrD92kJAlrCkHhPK17D8wB2yjnbBNwMxx57LH74wx8CAF588UUcf/zxEyoEPfDAA9i+fTuEEPjsZz/bvCEfGA79sj94O3ElDsujP7sWPbLKmv2a3S7rfLbGwjHrEnmwJ4aajbd5bqHxxCjhiUUgZSbbWiSl7iohdnd9pwi13TnahiO22W03u2BeU6vVxtopBweH/QROBLIQhiGuvvpqnHDCCbEK/td//deo1Wo466yzuk+SphPhRysSeKKQRB8V0Wtc4QnGkaKVgo6i+P3sWG5VOk+lw+lECHrve9+LG264AQBw991346abbhrLYWoLLi955pln4thjj23ekKcGWVxgESg7Wwa0nkXK5vbJcQVpAFwfK14ndcCsWHgOEbLj5LkN+2uESAtBUhjjjwCKJXo0r0F4QLFsbQMAJHQjyCEl6c8rLA3Fi7uoIYSGJyN4IoSUISTMEjUgayMk/kQNxNUwhEwEFPug8MahSRip18kBlC3tyvl/bCLJzh8O78qeGxbRsgme7bwD9kwk3w3U60k7O2k354Cyvx8FL8nVxO8NDwEjVRJ/OItAGMQOKB0E0L5Px0R3RqLyUC7TOX388ce7X9nBwcFhDyAMQ3zxi1/ECSecgCeeeAIAjc07d+7EJZdc0rX4A9D1knV4EnhY9Enf89tGlCjScVuaFEsPFXbBSNZKOtFM/viP/xjf//73AVDhjol0Ov/TP/0TAOCss87CzJkz8xvZBQzYzWzbpboYbETOhFZb2BZxPgnZKmDZYhq8DpBUJuPXJwJ5ok8z4UXrLDsa+z7z9m+2LlvtQWfW202Mb77l8T1Hjtc4OBw8cCKQwebNm/HmN785Lvs5Z84cPPvss/jmN7/Zdd4fe+CKQhJ/wlCb5+n7axaHdKaMpdAhOThUCB1F0EpBRSQSqVAh8DXCgLc9eqKnGZYuXYqFCxcCAJYtW4bHHnusu8/WAbi8ZMuS8Eol7g8WfriEOJMAgJ53lPRPpJMg8iIllJQIjOgg7PdYYJASQIaQFLzR++XS7pZDJ7L6ISCAUgkiFo7MfiqlhMUJJDmDoogEl3hrsESo5LPKeFUNKRQ8qeCJCFIoFLwIno5QRISiCuEFDaBWpdw+vB0OicqGf8Ul40GVwOomXMomFSy+cMUvIZIwrmbnJpvAKms5z7ZlFxfn+OEvNLdlgsrqp9bpdZONJfsJAqA2Qp9JmzMVRfT5fB/abySfMjPz2iml4gSKdrJ4BwcHh30FmzdvxkknnYTPf/7z0Fpjzpw52LhxI37yk5+gt7e36+2xtkF6PE1y8aU5ez/PlIZT1fG6iSOIHEO2E4gjj+3JLrv2QDO85z3vwT333AMAeOSRRybM6fzwww8DAD70oQ81b8SqFxdRsGfr8vrUpp/ZKaiO9IOsi9cWPZqIfkKpnOJYu3kMs+s3E32aHZeskKX17ruUmn4mIwTF+4W16CSHoN2fJttpddzSYWDjpQbppt3p9hQyr3nmmWd2r0sODg77PA56EUhrjZUrV+LNb34ztmzZAiklli1bhscffxxHHXVUZ+4fe8rLmspSDXIdhI0QKogo/4iyp8dMVSYVQWhFg7BWkDqC1BE8RJAqhNAhhAqhNVWJogTB7CzSUBE5i7Kh383w9a9/HX19fdBa453vfCfCUeLA2KG1jkUgLjeZC2aOIyOJI4hzwmTDgYDWUyfZvDvs4JESSgiEVjthLUlfVNoFJL20SwWwiJNOCAH9BWXRM1EuGQeQcQKVK0jVdY+FKSMsBgGSGvH5Ypf0AClIAJKg74gw3xGhFTxhkkirKAnN4s3xZ4oCM/sHS2w0z+v1dL6gbNnW4eF0n7J5engfWXLHbe0qIZ2AbfQ2q2Fhp2FEMxaN+HsURYjlGz4/fAdRq9E5hgJCEwrm+9Dmx6L5XHZJlt74xjcCoDAEBwcHh30FWmvceOONeMtb3oInnngi5jWbN2/GW97ylo5dzbYGn+QqJPEmMpNbYZi4mcnRbLhJpBFGGn6gY3HH94GGMZv6sUaScBce/uv1dNgYX/Zb4cMf/jBWrlwJYGKczlprPP/88wCAP/zDP2zWKBF9eBy2w6Q7GWRyqmNlQ9s76OzoPIr2hIz5OyUs5Qkbzb4nrcpRZbkbbzuPH3SI1IRNnljVcuWMeAPk911rQNulOjroo51SoAn4+LIxvNnudxetTlUWrQ7/cccdB8DxGgeHgwEHtQiklMLHPvYxLFu2DAAp4Bs3bsT111/fmUXatvzadhyloKIIyoR+IYogoggiDCCChlWhyQ4HUxAgQUhbhEGY2QkSiehGXZu8QsoYPOhlDjVrPiPA8DwP999/P6SUeOWVV3DJJZeMw9EkPP/88xgYGADQgQhklxRnVxDQccx8Chn3DzuAwjj0KAk/ElkxyEuqeaVmeyBIgclSDuOwEZqs01qYMLNJVgnzggeUyiaBtFlfCsArAJ5EFKeq1oBv3CrsNMqEhQmQ6CM0fQ+kiiANgfPsaUL+HsasznwGJqESJjGSNU3LAlAYxCQoPr7Mxm0ymXUA2cc9e4xYzLNJcCvyaJ/LMCTxxt4er8elY/j3Flq2e3sbkQIagXnk2IUI8A1J94PO4iib4OijjwYAvPDCCxMy6+zg4ODQLZjXLF26FFEUpXhN00TGFvhe2RZgOFq70VBoNGjyKTSX09jpo5NhPQiSOS4dIRaHbIMFkMxHhCHnD0ou43Y9Ak491w5LlizBokWLAABXXHEFNm/ePJZDmIvnnnsOgRF23vCGN+Q3Yu7AodMWJxyzq4Z5i/2StbREVvixZgkFv2+jVULnvK6127+9j07Fn4xDSGUdQ8wtxhryl82xEPcr/lYiydaY6W9TE5Fu+fmydIn+QHsu1AXGi4Mcc8wxAIjLO17j4HBg46AVgaIowvz58/Gtb30LAFWxevTRR3HiiSe2X5ldCXbYiv2e1ogChTBUcdJeHUXG9UOOH4RhHN6l2RUUhpAqhKfDpIoRsyoVQShyBmkdmbzFlhgUkzEKE2N3QzMceeSRWLVqFQAqeTpeYWEbN24EAPT29sYzCrngab5WZKmZ2NPqbwDwPGjPIwEoFn+QESyYVAkIyIRQxVM2VqiR1Y14M/EfZvvSgy6VSOQplYBiyaxv7VsWACmgRAEpU7MypJFz8zBiIdBUCVMRpEV80kRQA0GdHmMBCJbDJwJCXtcwcd8IJOycsWcgmWg1GskxtkU6O5yOiSYLYHwXYZOirECTzQlknxtenyuO2bN4YUjOJM4PZH9vfN84fsxBYbGLo958P0mUDSRT0WjB31qQoJNOOgkAsGvXLrzwwgtN2zk4ODjsCWR5zSc/+cmOeQ1fYll0qdeThaiOikUbO80Mz4P5DSDwyZkseeJCGVezjlCAcTfryNzc0+WaL9k0X6BTRlM7RxCbhtvha1/7Gvr6+qCUwkc+8pFxczo/8MADAIjbNA2lsw8iMDq3YafI4zUZISh+GVkukOlLRoQRUdRcvLEHwt0RKLIcrhvxp5t9ZHljrrjTwT5T7eh5JyJb6hClPitN3kqRaZP+o83Wxwfdfv2Y1wwODjpe4+BwgOOgFIGiKMK8efPwy1/+EgBw44034hvf+AaKxWLrFc2go8MQWpvS4ZzoMFJQQQgVBIjqPqLAB4IG4NONrGjQVJoIGhCBDxHW4fk1SL8OLwpSyfi0RuwQiktXak3hYlFE7TnRLYydmsdBlYhD7YSgiy++GHPnzgVAVurxwCuvvAIAOOqoo1q7qeyQHy4T0mrQtl/vwPcaeR6VcpdGCLLz9ACxMEO6Q7Jt4RUglIaAsHQJnSYEcXMBIQWEKACTeqC8AnS5QkIQEFcLg/SAQhHwJJSQ0DJnNjYMqG08GcXHgsmNSpUxZf0JnlkCK3ECCzFa03cQZjpWm+pfdpJoFlaiMBF3mFAlmT/TXn2b6NqefTtnTzrwnWBbse0cTsVi4u7JnksWnuy8QkFgT00nYo5SJqm1NucbZprZOO9YbAvMlLKdzAKtv355eOMb34gpU6YAADZs2ND5ig4ODg7jjDxe8/Wvf709r0Fyua/VElNuGCiEfgQdBFD1BrTvE7ep+4jqAcJ6iLARURulIBFBQgER5zkE2IwK8NBGN8jkbI3gCQUp0kmioygRguz7/Cii/rUTgorFIu655x5IKfH444+PW1gYX+P7+vqah9PZ2ayzAsM4uCq0lSi6mUiReo+FH1462Une2J19vdM0CfZjq3ZdHps0H0uLXGNGxg3EkMKq8SHyj3nSLw0pNaTI64dIP52AmLBmzh3HaxwcHPJw0IlASimcfvrpePTRRwEA9957LxYvXtx2Pa00iT9WHhEVKcrzE0ZxxSEdhAgDnyo/+UHaF83JacMGhB9AhD5E6AOhn4TjZCCgodk3wmOG1hAqhFQ+uYpAxCkwpEmxQaKNECSlxL/+678CAPr7+/HQQw91fByboV6vA0jKTObCtkzT9F/7mZusQJAnGBgoABEEiTEsBnCS5tSBjDeQnk2zw8NGER4j/EiPEkCXKsC0Q4CeSUChYKqPaSMAmXLzBQoP00ICwjOl4U27VMdV8hoTEiMAxQ4fST9awX5ldv1EQfK3V6AvQaNB372sJVyIdPhXNoEkP9r+exaDuIIbl761hR9bDGIvP4tGtvuH8/nYzqFsefms0GTPTtqWcH7kuwPbFscLC1y83TCEDoxDqpOso00gpcRRRx0FAHE1QQcHB4c9DaUUzjjjjO55jU4ibxsNIAw0oiAikacWQPkhdBjRBISKUxhSZVOtIFWIQuRDhj4QRsQ3rKFWm33wFZaNtjQ/Y8YfrSCFSvXJrirGw4o9X9TO3HPiiSfGn/+qq65Cf39/9wc1g+3btwMAZs+e3bxRnjuFX2+GrsUAMeqvpgsLP836kZ1caxbendPXpr3OOopbYRyEsVHb6WSbrbIoW2JQ1sSTyTgw6rXk8NiCUh4mxgXUKk1Tp4fa8RoHh4MHB5UIpLXGxz72sThx8b333tu6ygP4Pjm5kSTHT2TCtJihNOimOiK2onzzngrIfQEWgAJA+UYQUjRGKE2W6SiADAKy6mau1pJnz2DpGBqUJyji7RkHkOEdfO+vVeurf19fH+bPnw8A+Mu//MumMwmdwjfOjVKp1LqhLf50Gi+fnaFqMuLFw7stODAj5fCs3Dw/yctCCgjPo0V6EEKSS6hQMMJOEZg0CTjkEKBcRhwSBlBOJ2lcLp4EPCphriEQySaV5qRHbh4gEX1gERLO52Mv/BGyibS1yfHjmxLpNmuJnTGa8hblHQMAqalYjg1oNNLTs7bgwyVemKGzqMNtuJS8vbCoxCGBeVZubpOtrmILQYxGA6ibJNCB6QNXRePQTS4L36jTjU3gwy7X1+1kIoudv/jFL/Dcc8/t9u/HwcHBoRtorfHxj388dgB1wmtovST0y/eB0I8Q1kn4iUIVO5J5HyrSsWBTEBEKIoCnA+P+iSCiADLyITjctpWWgCTqWoBcKhIk3tNlPUkWzf3MGk/bFcFYsWIF5syZgyAIcMMNN3R4NJuDJ7gmT57cuuFYc9VkkTl48ciSO5HVBva41OrANROBMpNILfdujdEtR8M2Y+VuySittt1WoOqOBIw6XNp6YruLYuJuPR/H8u7jaSxiXvPggw/iO9/5juM2Dg4HKA4qEej666/Hv/zLvwAgq3QnAhCJFcQ4VMjhMCpJpqvMjaZPN92+HyWuHxujYrMVgJDaaW3yl4QQJjQnW65TWANGPOiYzckohDCiUhhqhGyQ6CAfoRACa9euBQC89NJL+Ju/+Ruo3SAxLP6wGNQSdmjRWJERhLQQiHTmfS5Bbnt6OUwMsM5LasPJY8q9YpJMT+oBph5CQo+E2UeRhCDp0fktePG+lQbgFaB1k5GaS8bbM1Hx9yT7mTN/c3UxTd8hyoejktw3/NXhcK/AmkYtWKJU1oXDiaFHRhLBhUOwmIXzOtlKXtyeGbvvp91D9pSuLfikPqf5oCzg2DOs3DavFG4QAiNVxLmQtCIBNmRxlhxAmuMKzPHodPLSBn/fv/GNb+Doo49Gb28v3vSmN+Fd73oXPve5z+Hf//3fHYFycHCYMNx44424++674+ed8BpOoVavA/WajsUfFSWFJahOgaZJDRNrLjgLNIw7yNzMepIWCQVPBZBRw0yAJZdxnVl4H/HNqwY8KEip4Xkmv6FVb8POD5SJ5M1FpVLBFVdcAQBYt24dtm7d2t2BHSuy4+hY0Gaiy7zZfjPdjDt2HkT7tW7DwMz4vzsCUNyszfup3rZyObXbb25bNfrzxlwKo7/Q2S83N8xzW+VudOwcIb3J/G2Nhdfce++9+MAHPhBzm76+PvzZn/0Zrr76ajzzzDOO1zg47OdoYks48LBp0yZceeWVAChZYjurtC0A6SiCDqP0jWgUJjfWUQhAQAkJaAEI+yIs0qEo9IQeIm0GXU3ttACkhlAF01xTyJEQpgUPrCIZl6GhAIgogJZFADKe6BECkEWQdZvFjxy86U1vwkUXXYTbbrsN3/jGN6CUwte//vXOKqRlUKlUAAA1u7JTFuMxZWFbjq3XlNZWlS2Y84Ek9MiuKiEAaOszplU3+k8KOj0cViY94JCpwKTJaf9voWjEIAEFCekVqA+FohGeCtCeB1j6S4xCIfk8Kkq2mUcgdaafTDSVETqUpgTQtssnVRI+QxA4VIv3x8eNE0Tw9Gs2LCsPfHztv21BibdTLNJnHvW7MH2wv3d2mRqtk/eiKHE38XPAuL50codT6aG/489tnvsNYKQGVCq5SSayh7kZ3vCGN2BwcBDPPvsshoeHUa1W8etf/xq//vWv8cADD+DWW28FQLPHr33tazFp0iTMmDEDhx12GHp6ejB9+nTU63VUq1UEQRCLp0IITJ8+Ha9//esxZ84cnHLKKTjyyCOb56JwcHA46LB58+a4uul5553XEa+JEzn7lMg5CQ2mEC96pAkIKTQ4px5zIilVxiyRXL/58iR1BBlpRFJDSw9CCAhtuXSttaQAFDMcIwRBSigl4v56XjK0NBrJcB6GNJw0w//5P/8Hl1xyCbZv3453vOMdePTRR8fEa4CE21Sr1eaNeMwDurvrbgUhzKZsMcF6Ml774YOas39bvGjnwEnNwSFHjsjpb942x+VT2fym9Wxo8n7eGMv8wc4r2QrKNBMagBx1DFt0mDvUfh9tMfZt9fX1IQgC1Gq1FLfZsmULtmzZgv/8z//EihUrUCqVcPjhh2Pq1KmYPn06DjvsMFQqFcyYMcPxGgeH/QAHhQgUhiHOPPNMAMDcuXNxxx13NG0biz8mpko3GtC1ehKEzpW84jY0JaABRNq4SzyZlAbnhLSwths/R1Iag3PIKAl4CtAFCOnRlg2J4hvTeCiz/hAKEDqE9ogRKSUQhPYkjjZ5ZEZfbIUQuPXWW1EoFHDzzTfjzjvvRG9vL2655ZauL86HHXYYACqnqpRqTrhY+GC0I2ZZ0SdPBAKg4tf5g2trLBS0X1s4AXLGSDPQx0KQNMJFESiXgJ4pSRsIqvpV8OjcC87/I4hIC5iy8AVEeQktOUECEH/nUCgiCQnL6ZqNKDIlVqLkORRVJ2OR0hZ3bJHG/j7yLCBPtQ4Pp+8W7LZ24um87djPbaGHjzsLQcViPinKikOeR32yvyNa092A9BLRr1y2xCUJVGv0fqVsjkUIoIT43NbqQKMOlNonTm2GdevWmS4rPPvss3jyySfxm9/8Bps2bcLPf/5zPPPMMzGB+t3vfjfm/QBk0T7++OPxzne+E29/+9tx9tlnj/mGxsHBYf9GGIax62fu3EYGKYEAAQAASURBVLm4/fbbW7bnsKoo4sTPGiKoQ0QhBFcvNQ1j57GhMELCcBMBIEni34wd0DCgUFA+IhShJI33UueOapACiLQmnmOEICUlooj2wNHEdl0ANuhm5w1sFAoF/N//+3/x9re/HZs3b8bFF1+M2267bUw3nTNmzAAAPP30080bicx43m4/TXjM6HagCa1cTtBE5LDOUeod+2DZLp8sJwOSgg2dCEC8H60pgXUXTpyscNQNUp8v75h3ch6A5FzEgk8hPSmX6m03vTQTcHEqgHbn2/5EHbi92jbptr/AmjVr4udKKTz//PN48skn8cQTT2DDhg34j//4DwwNDcH3fTzzzDNdbTuLnp4ezJ07F+9617scr3Fw2MMQ+iDw833sYx/D3XffDSkltm7dGg/meYhz6DTq0NUqtB+kb0ojFoNUkoBWU7lTesdcwIVMZlZSg4sFZQ04MXg9j8KHOLzImu6K64bp5NKujCChhAdtBhshBYomfU2xAHiF9jMRl112GW6++WYAwKpVq3DZZZe1bJ/Fc889h6OPPhoAhZe99rWvzW9YqwG//jWJDcPDSdiRXR82e8zyyq1m4t18JEQEPHuWnUVj2GIFL8WiKfFeJFFBmjCwYomEvXIlORfSnKdSIS7/zmXTPQFycU2aBF0qsaksDaGNU4hJnDLVsgpWcuMm4GPjc3gWe/tNMmi/AWzfkVTXYluyndeHt2Pn8QlDoFoFhoaAnTvTdXnZlZPtg30O2PXDZDjPEs/7ZyHIPge8XTvrYqFA+Zc49xKQCHN8HkrmvFUqyTn0PHICTeqhdUsVoKeHzpdXhCiVIKdOhZg8GTjsD4BSyVR7s78SuzdDpZTC008/jS1btuA3v/kNnn32Wbz88svQWmPbtm3YuXMnpJTQWmPSpEk44ogj4HkelFJ47rnnsG3btngmLotjjjkGn/70p7Fw4ULMmjVrt/rp4OCwf+G6667DlVdeCSklNm7c2LIMvF20KvA1gnoIUatCqChlUBagkK88A4WwChRoeNCFYkZQSLbDoHUFUPCguCiCFrkjm9aGx/BQooG6zwnwCGz+LBToEj95Ml3yC22mMxcvXoxVq1YBGBuvASjk9/zzz0dvby927dqVPzZoDWzfTmMoF0awHeR54HG0hWiic15rCj553D8z2aK5CidX5QTSY2y5nH6NXzfnuK0AxC4gw9NE8kZn/ba31XFLQurI7q6rJD4XZlLX3ma8bT5GLbYjkOYrwtpex2jtPMp+1NYfXaS+FrtzmJi/bNiwAU888URbXnPkkUdCSokoivD888+35DVHH300PvOZzzhe4+CwB3DAi0AbNmzAvHnzAAD/9E//hI9//ONN28YJoGt1KBYk7AGMQ8A4H5B5TymNyMyYERJpBlIAhXLG7ZEjZmQHFFlIhCSPlBxdSBIM8xDL+kakhXELCSjpAYJmcKSk+2PpkYlFeO0HoUWLFmHt2rUolUpYv349TjjhhLbrxMdQa1QqFfi+j//6r//CO9/5zvyGYUgi0I4dJDTUakn4kR2ek5drRmdYplk0SAQa/Z45SHkQMhFvhCBGWa6Qs4dFBhaBCh6dS8+sUyxT5S9hEkBbhFh6ArJC5eKVKRlPIpA1w8NuMXYcaW3YbSGZlR19gC1hhcRK1OuU68Zv0DHUisSg2ggJbBr0mtaUODmbn4pFIN9PRJ+dO2nhpMzclsOyeBt2+Xj7HGVnFblNNpeQLQQxmKTaJJbZvhHZUiIQBH25J09OzkG5TAJQxZzL3l6gPBmYVAGKHv2+ykXIyhTIab3A9JmmbRGyIMdNBBoPaK2xdetWPProo7j//vvx8MMP46c//Sn40l0qlfCRj3wEy5YtQ19f317urYODw0TjiSeewPHHHw8AWLZsGa6//vqmbfmyqzUQBQphrQE9Uge0SptrtabcgsjSE2IcXMFLa5EMrQW6fid5fYxowcO2dcepZYFy9sGDVvnXVWVEI149jAT8wIs3ze4fXsplc2kvt7+pZV5TLBaxYcOGrngNADz77LM45phjAFBI2KRJk/Ib7txJkygcQm2LQM2Enm5EIOv1lsgKOQUTkl4opMdRzyNFjcfObBVPNJEhrD5oIB6PoFQ6FxGLQxN4q5GdSh2zG4jbxo9GuGkmAsVW/JxtC4y2qEk5BiEIaJa+tTsRiPjMeIhA44F2vKZYLOKjH/2o4zUODhOIA1oEUkphypQpqNVqOOGEE7Bp06amN3VaaXJTVEegwyDJAUQboptyLvmukveUOXxclSvJdMgDiEicDVqT+yMy/mWNRAQQ0jhLZJK0OP7b3BAXC0CBHA4KgsgY998QM2VmGzSLSDAaRoHumb2CgPRaX/3r9TpOOeUU9Pf349RTT8VDDz2EQrupNgvHHXccfvvb3+LGG29snaPg2WeB3/+eZs24Ri2XKolPjE4PynlEyrw+SgQCLAGE/7BhCTHs+JlkhAPpmRAvkeSwYUsVjKLmeQAkiQpMk8z5F4UiPCmoolyhYHKJ66SNqRhG+xbMooBykfoEpKdi48+eEXD4uHEVrfqI8fub72qjRiKRBrWpjSTrAkmGUD7u1SqtNzQEDA6mRSClaH/ZSl7Z5MyMrNgZWb+p+BQY4c3+mx+ZhJZKxPLL5cThk5rNNG4sWwQqUAgeenvpPE6eDPQeQue34NHxLxUgvRLkjOnAtGkk9FUqkEUizcSF974IlIdnnnkGt99+O9asWYNt27YBIDFoxYoVWLx4cVe/VwcHh/0HSinMnTsXTz75JObMmYNHH320aTVONn/yJFZUbSDwKT+bfWn2QGHEOtLEhVQEYUKphdCUGyjmJcRltAblS4wiCK8A4jvWTbEJj1bSgxaSxs9CkbqiJZSZuMr2V2nLDQSgEXiIokR4KhYTnaJoinT29CRGlmZoNBo4+eSTx8xrtNZxmEp/fz/mzJmT37BWA7ZtSya07Hr3zeh2MyGomQhkvdcUbJvixTiBtB2GXSgk/AZIRCMA8Lz0+Wmyv1iAMf0XhgukhJ8Jvs3Qmccxi0BNhTjLmUw7SDt9svsVwug2Oe/H2+mWW6TXydWdWmwy6Zro6FDsDeTxmmKxiKuvvtrxGgeHCcABG3iplMLb3/72OEHx//zP/zS/oWOHw9AwdOBTNQwesMOA3BbDVXJJ+I3YOaHNLI8OQ+gopMS8DZ/aBz7dkFeHgeoQMDxILgw/NMl7I0BHSXWxKATCBm0/Lm8dJgKU1vQ6BfPH4088LJgnEgA0oKP03IhSSQRbu/G4UqngrrvugpQSjzzyCG666aaujv1JJ50EAPj//r//r3XDQw5JGB3PSPHNfx6aTWHYcfij1kGy/VHrZdaVHhFVr0ihQ6UecvsUS/RoHFmxtUp4xlViqoZxXiBIEmuikM5xGJFYKGAEDONg0YrOP5cy1xpxCXO7HEoUJlWu8lxQSifutDgWX9GXoVymfdo5hmzhJk50biqBsShkH2t2C9m5gWwhKCsAcaIGuwpYrZYW9+zPwEnEs4STk1ewcBQnswjT/ePzOypxtTYCmPntxPbuxH2lVEQ3KGFIv6vAT35v3I99EMcccwxWrlyJF198EevWrcOcOXPg+z6WL1+OM844A5s3b97bXXRwcBhnKKWwYMECPPnkkwCAO++8s6kABBhTrRGAdK0OxVwDMO4eDakjIAqgaw2gXofwG5BRABEGkFFgqn0FkPUGxMgw5K4dELu2obBjK4pDO1EaGYI3uANebQhevQbZqEP6DcjAhwwaKDRG4Pk1eI0qhF+DUBE8YZJOZ+QNuj/WCZ8RQMHTcWR9dk7ITltnRyrnoVwu7xavEULEqQT++7//u3lDDidPxxWPzXrR7q6+2ft2GBKQyu0T82DPi4WheB3Dk4TdrplLCRkBCIiz2Uy08ycLkXlModOxvNn7woibqWNtbZPXizkJWt9ZtTiebToY77dbASi7HT3mPkws8nhNEASO1zg4TBAOSBFIa41LLrkE//M//wOAkrdOnz69eXufnA86MrNjkUrCY6omVClbytqueBSGpkR8Awjq1H64Sq6KhgnVCUJTUt5OzMtPjMND8c2/TyKSbSfmchyabq5FUE99BgmdjEESkFC0K+5uhji1u/6fdtppsYtnxYoV6O/v7+jYA8Bf/MVfAAAeeOABhK2YGU/h2f7ubBhRp37XON662fswYgEncLZmNQvGfVMpJcmFS+a1nknApCnUz8lTgMpkEocqPeQGKnGIEs9eCs5yiTgUTZtZ1DiHAp9vlYh8yicRkCt58XfLtpGn9A1N+1DmO8HHOa6MJpL1KhXab7NwOjthRKORvO95iZCTdWPZ69vnoFBI1++1S7rbcQkMfj3ve2Lvk91OvA5vRwhTCU2kP1sUmS89r2vWY9cd01WtoDksIlLQjQaUH0KHEVRk7X8fJEwA3dgsWLAAGzduxNKlS+MbnHnz5mHVqlU4gI2eDg4HFZjXfOtb3wIA/P3f/z3OOOOMpu0p1zMJQGjUoSONKAwho9Akgw4gGiOQtSoVvwgMf/EbQKMGYSazRG0EYngYYmQX5OAuiMEdkENDJLD7dF2WArHrRSgFEYaQQYO4ilaQKoIMfHj1KmRQhwjrECpKElC3gCcVhNCp+RrbyGoPIVmjaRa7w2sAxAVG7r777uaNpEzCq2K3b8bdm4dmok77GJ/RQlOWQ3EfjBgkbAHIvCeEgJCSGFRWccuBfeaE9drewm6ZWzoZJ1NcB6OPuW7/XU5xGq1at22+kTGul7epfZMfNOM1p5xyiuM1Dg7jiAMyHGzVqlXxQH/ZZZfFCQFzEUXQO3dBm6y9Whv3AIfHZG9erWpLyqgpOgQiGKcGl9OwL/Z2bLbnUc4Zj+23SD8CSMUMe8XYRp24ZkyMvFeELiYeaC1MSBhJQohQgAaFf3kmdy65tmUqZ3Uz1Ot1nHzyydiyZQvOPfdc3HXXXW2PPR3SKLZtPvnkk3jjG9+Y31Ap4NVXgaefptw1fMzr9cR1wscwG1bEr1vQAPzcZNt5sEiRV6DjP2UK0FMBSmUSeApFEn04ns4zladi90lGeLDIgICJ6hISkechkkWTvdAe+G1hxzzp6UlEP7YMx49IvieR+R426hTiVa8jlfcnDBNBh7+3I5wjyBKowoDaDQ4mjh12xu3YkYSH8fFmtm2LLVonXyYWRW2hNHvOsscLoPV7eka7tqQ0CbplOvEzz7T29hphz4hBLCby783kZUKlAkyfTrl/CjJ5HxLi0NdQ/qaCR8m8SyWgtxeiUIAserHjLu5z9pK5D3mrH374YSxcuDC+ubnoootwyy23uGobDg77ObrhNVoDfkNDRxEwMgIdhWQo9UNyOisF6ZsJKz8AohBCU8iSCENIraB1BOEH5nqskpCibEiMJ4FCBSiVyFVpOZPiITweZwW0lFCFIpRXgpIlKFmAFl5qHaWTa6rSQKQkIiXjuQI7KoRDwXhYsFPe5GGsvAYAfvCDH+A973kPhBDwfb95eEq9TgmiR0bSSlUnCaL5uf2W3aYd7LGTl0oFcfwcn8c8t5KVB6jdvtJzUtriFZnPsAdvMXhPulkYW6togLbgiUbTVnqj3o73EZOGFqKePWvbFYTZdLLtTijIqN3mvbmPchvHaxwcJgYH3C9o8+bNWL58OQBKBNhSAAKga7VYAIrDXmo1Kh8dhEmeGnb7GIFINRr0d8MHIt+Ec4Xk4Mm7EY4i2k6tBgwNUq4WtuhokDYQj2CWiKQicgZFgQkvSt4TKqT8RcjMysSagTab06NC0u2InmaoVCq44oorAAD33HNPHKPbDp7n4fDDDwfQwYzZtGkUFsbkI4/FZWfImsyq0cfu0HrNiZw9k/un0kPOpFIPMGkyCUE9U5Kkip6HOJyrVKJFyMRZ4hXBybi150EwyfIkdGTcPuCKX1mRiomTMOFhUdrJksopwKtbJ5LL+ypj9R81O2WO2eTJCUEXllgZl42xwsk4JCxvO9njy+eOt2N/uXh7qfC2KJ0g2g798n36TbHoaos6QqQdQZ6XhJjZpztPMIwi+k3HwltCwLQQiJSg8xSFFMY5uAuo16DDyNyUoLnFPUuA85Y9hNNPPx0bNmzAokWLAAC33XYbzj//fKhmNx4ODg77PLrlNVGgSACq12hM0SbXj1YQfg1yxzbIHdsgRqoQQR2yMQKvXoPn1yD9GlAbgaiPELdpVIGRYeItO7fTxEDE4ezmWl4bBgZ3Qvh1iNCPuUdsQlGRCbWl65AMQxSCOmTkQ0ZB2hWRM3xnb2DtyxkPO/x6K50FGDuvAYB3vetdAEj02LBhQ/OGpRLxCRZaWIyxP0QWzZw8zdo0e59h5wICEm6VF65mt8/bVgvkjm57aW65bY+bjd8dwXLvMK9pFuqXdW532pfOe5LcB4yHTtOMp+wj3MbxGgeHicEBJQKFYYhPfOITCIIAc+fOxVe+8pXWKzQaNFMDEElq+MCQKVfOoVh88xoEJPDEDgi6sdd8Ax9ZigoHqY+M0GI7i9jpMjQM1Kom7MvkhAkVEGpjFtHJTbpSJtEvl09nAQAQYYhsJSkNTfZsrePxiaPNmk3WNMOHPvQhzJgxA41GA2vXru3wTAAf/OAHAQA//OEPWzcsFoHDDiMXDostsYCSEYLs582EoHj2xV4ysJ0jBWOR6u1NHECeBIqVRHwoWiFqXiHJsSMEVQsrk/VbSwHN4WZAkoRJ6Q7ICWi/RguKq9BxHB+HkIWWEMR5guwwL1vpy2MHPUbsYrs3kLBmFkxYaOHP32x2SIjE9p5NgMkL/3bsCik8cMe/K7Pw747L3bM7zA5R4/7adwN2NTl+DaDzoDQdTynotxcEiXAHJCF6woqKi5D+DRtXWie8rik6IVPjRLQqlQrWrFmDSy+9FADlDbn00ktxAJo+HRwOeHTNa7SGCiMzIRVAaw0dgUTuXbsgt22DqNcoobPfgKzXIIJGUmkyqFN4Mov1QWAmJkIS6HftAF5+yarsaZb6CIlEu7YD1SGIoAGhQlqMYCQCP85JBKUggzqkCuFFDWTDY2xDhWeFg/GQFM+TqfTQkh0G8zBWXiOlxNy5cwEAX/jCF5o3FILGWnbg8Gs8pnaCTkLHsryIH/lAFQpJ8mfmVHbI/Vj7ZrAvjSjZqbVxQ8otBaRCweIvWQ7n6siRrkd979tDJ/93MaaPp2ZjT2Vqrc1iUxbdZum+P47XODiMPw4oEWjlypVYv349pJRYu3YtKnbVoSy0Bup1uoBw1aORKuD70EEErTRUpKCCECoIoKKIzDrakCm+cGtAK0O42OmTLYNtJ5rmJTCVmEaqQGPEJJO2b6TZfsDsxiT+DdKB7xIaIgxyL6ZS6NRF2daLsgWemqFSqeC8884DAHz1q1/tWHl/73vfCwD46U9/ihdffLF5Q89Ubnrd64g0sWWZq0DlOYCA0UKQaSdj3ccmM5YgxBXXmBwVisCkXhKhSmWg3EMCEM+UmUpR1NdCMqvG1cMknSLOK8PHWrBAw2A7SaTSi1Imf5Bx8CjrhMQuH/uYK3KF2SKhNs9VRgCyRTTbySMlCUGTJ9MxsIUZ/u4C9FqpNJrYMJnk7dv5i7g/dp6h7Plj8ccWiPKYvBD0/vCwya/VSLZjJ6nmbWT7KWDOkZUMul6zvhqSBLwM8VUKiPyIbqT4t22SZo+rEDTWdTvE6tWrY8J066234uabb+5unw4ODnsdN954Y+e8RilEjRBaaWjfJ34TAjrwIbe+hMLQDojAh6zX4NWGIesjEH4DwjfijAqSiQe7WEW9ZgpbNBLnadW4g/zAmizzgcFhYNdOmuTiIhlRRHmBVAjPb5h8QIDUCjKs03ssDo0CXZ/tIcy+/+bhxh46eOhshrHyGoByCQHA9773Pfh5xQ6AhMf09iZCEHMWjsVvtl5W2GknzGQdRHGYu5cIQHa8nO384cdUmF9m251iL9+MM8vrqhed9LnZJFj8vsp/HR10ZjcPWbcuoNjANIZ92cLPWFvkte2W2jhe4+AwfjhgRKD+/n5cddVVAIAlS5bgtNNOa96YGYLvU7hHvUHJoRsNslBrbSp/hen8J6xwm3Lk9Nwkfc4KP3n7tMNhuIx3w6qc1CAbNlUBC2gJFdm5lXFIxDekFsNROplds5GZrGAjid0loLV1GgAuuOACCCHw9NNP48ILL8TAwEDrFQCcffbZeO1rXwutNW677bbWjctlYOpU4IgjEvGnWCTylE0U3UwIMn9LAHF1hhSZghUjb/ITeAVK+jz1EKBnMjB1GlApkxhVNHlkiiVqVyoDlUlJWJjZNBXdUtaEEJVIZTs8lIawxRobsXgTAtpLEoizGyYMAL9OSyyoWAyXxRdTin6UyMChbPZ+PS/Npjmhgl1hyyaJTCCzBLZQSL7TTIQ5+XS2FLz9RbO//7ZTiH8btihkh4EBZta5lrhzOGRM60QgssFEPHYNGcGIb3KKRePyGn0Z1JqEoDBQxnCl6HcXRZ0LQbaLkB1N2YXL2nRja+6CMa1evRoLFy4EACxevBiPPfZY5/txcHDYq+jv749Fh7a8xqggSgE6jJLxZGQE8tVX4dVGgDCA9BtmQslMNnGYuQqTuFcOi6/XrRB3sz3fPFcmhLc6lFRxjCLiKrURYGgXCUW8rYjaiCiAFzQgdAQJTcJQOAIvMm2aIDvjb0fk5Ik/7cLdx8JrAOAv//Iv4XketNb4+te/3rwhj59Tpyb16+2cd12EfIluxCAepzlsvVJJJ6rmfth97DTEzILuoM2eBMsKTfzf47ijmOx12b5lo247QYKX7nT7o/fW6VrdtB0bkj10IwQxr7n88suxadOmCeqbg8OBjQMmMfT73/9+fPe738WcOXOwadMmFNmxkQV/3GoVanCQxJ8oAkaq0H5AN3uBuSmLgszNLIzQo0gIiiLoBs2MjTqIWbuofZjjKlUwN9Ue3cgLgTjPDIsUUprS5EbZEJLClyZNJtcKJLSQUNKDLlcACErOKASUFlCiEOcyBgAhJUplERtarOIQLcfxP/qjP8JPfvITAJS5/8Mf/jCWLVuGvr6+puvcdNNNWLJkCWbOnIkXX3wRZSZCeQhDcnu88grw/PPJzTGHz2WrStk3wjwVaBBojqjTCStgN0iBj2cRmDwJmDYdmDKVBJ5SwYgqMk5iSc8F4JlcOuzC4VMaaejYFUb9KAgNacQaDUALiVAWrP4rJHl9jJBSKCUzSiwaxdNaOi2ISM+sF5iFiH4q5Ir3xbmo7GNVraZz92zdCuzaRdtgEYaFHa4YNjQ02m/P7ezE0UYoSZ0nu4oev5cNM7NDAVlksqvG2SSWcxr09FBOKXY9VSqJYFUsktupXLbC/4pA7xRKEF2p0O+np4fyQLGFLJtYulSCLJXglb041FBUyoCXSRhtwz4P3UBk9t/Nei3QaDRw8skno7+/H4ceeiheeOGFlmWlHRwc9g2ce+65cankjRs3NncBmWtzFGqEfgRVHTbic0iunHqdwrXCCFopiNCEGuvQWt+EfIVWcYbITDww4hBhJGOUNNfnKVNofOWrolcEygVy1vJEA49hngfIIlApQxleE3klRF4ByqsgEsWE18CDBtAIaNu22RVIjKmVSjJHwcOIbVjNw1h4DQB85jOfwVe/+lXMnDkTr776avMEtVonHGbXLnrk423n0Gu2rvVeW6LOfIUdPzweZkUe+zzwJFuWWzWDeS9XGLAdxZ1ubxyR3Uv8d7Yvo0K2kHZS5WFU+FxO7qRWTioR/9e8XRcJooX5P94UP7Gd4dpqLNLCo93lZuxh790YpvvYDL7v4y1veQv6+/tRqVSwY8eO1i5JBweHUTggRKCXX34Zhx9+OLTW+M53voNzzjknv6E9gG0dgK7XaEar0YCujVDiRDsPkMrcyHGOlzCIBSCdFYCy4kTsVrHtuuaCX/CS17hdaoC2QqK8AlCU4OTDKJdM2FIZ8ApQXgGqXAFkkSpxAFBKUOUNbY19UkJKgXI5IUz2rpth27ZtuPHGG7FmzZo4kWKpVMKKFSuwePHi3CoZAwMDOPzwwxEEAdatW4cFCxa0PI8IAhIotm0DXnyRRAkWD+wwu7xjDcTvKQ0EfKZZNJGCjp0nKI9Pr3EATeklFxBXA5MelcoVSAZmrh6motiBxfqNzla9UhFKwiJuWpEIZJcwZ3GKv2PFEpFnxYO0TgQhO9Y8rtoBmp1lN5hWaVdJ9rjYZd6VSnJT8fd82zaqZFKrUXtOhG4f15GRJCGoLQax6MNk17bHs1OInT78mk1YGDaBZZGHwYKQnSeqVKLXp04FeqcmlcF6ekwFvrK5KSkkgitMGFylTEJQsUznX2bcZnxj01Oh98tGCIp/rgKipwIqq2uRqLwQuLGAyXmru5e8dVrgqaeewnHHHQelFE455RT88pe/dJU1HBz2YXQ8fhqhXSsN5YcIGiH0yDDlF9yxw+QkrJHrGNpMcmly/vD6QQj4I8BwlcQiP7AGOZ2ZYFBJVU1T/ABC0jX3kOlA2So9XjTifcFLnktJ3MZUYtTFiuEsEqpUQeiVoL0iokjQ0CI9KFlAQxWRJwJxZLdtaLVFoKyZ2MZYeA2fm0MPPRQAWnNOIMlbV69TFU7OuWcf12buzswkYtwiL2zMHiNtAcie6bMPXjaurhlyHMy5I9y+IAIZfpHaY3Y8zhOB8t7PHt/UI6ciiP9rvo79d0v3V/vx2F5b2DyKRdy2x1oAnoTIhCSmtCrsTQGI0ZkQtHXrVrz2ta+FUgozZszAK6+80rxin4ODwygcEHcBn/jEJ6C1xqGHHor3ve99+Y1sAcg3SV+VTsLCNNKe4kyyZShzk8u5e3wfIht0nk2Kyw4I36dYetu5EQbJjbg9cPIFXWuakQsDxBXC/ChR+COdlAFvUIUNz69DqDDOXWLrTsn4o+N7c3tsbDd2zJw5EytXrsQLL7wQz0z6vo/ly5fjjDPOwObNm0etM2vWLHz0ox8FAFx33XWo8yxYMxSLlKdm5kzgmGPoRn3SJLqxnzKFHrNJDW0LkxnYpBR0g2u7rLwCEdFJU4CZM4CZs4BZr6F9TTuEtj+pB6iUkjw4nmGX7MgxBywJr+ODxucsQkHo+G8dhUYk1GnhJFImyXiU9E9pAGzJz8y+MhFPdmy+E1GSo4FDv4DRI7g94Dezf9tunizYfVMqpfvBXyApkySi2W3aApCNbOiafXxs8cPuOwuCWieCYM3kquBthiF9fjt0LQyBeiNJ7K7Mj6PoJTNkqb4hEb527ASGBqH80PqZmiTy9uHi3/l4VKvgz5d1v7VbpwWOPfZYfPe73wUAbNiwAQsWLBgVXuHg4LDv4M4770QQBJg5c2ZcaCEXSpkcQAFUYCYWNMi96fsmN4/J+cPO59DiHtURYMcAMLDN5EU0153I8IuRauLG9U3uw+oIMDhEkwc7jIt0eBjYPkDXzGoVqPtWOKwJiY1MmH1gKp76dapOFgYQOoJQAYQOIaDgeRqeJ+BBUR6j0LfGXMKoS7elmdhUqhnGwmsA4jZ//ud/DgBYunQpwrwxjsFjbqVClVB7etJJmnnsbuoQySx2WxZ/WAXj0PpDDiEuxWIQO2l5TGxn/W4CDVD59U7C0/YkNIXhQ1Pi4RSnMO+PEtpaObDsdfh5dqIo/rPTcXT3xlvb9CMEjLho3Vt0NJ5rum+xJwIzPdw3WIG5X2vTmUMPPTQOcd++fTtOOOEEVzHMwaEL7Pci0OOPP477778fAPBP//RPLWe3NUBJneOksip29aQGjHjgMCtGJh9ImCRuFoaMCACCbz5Too+fvgnOW5hQ2TlDarXkeRCYm3wTsx8ZQqWCxLqNiMhUowERUSUOqSMIFaUIEzu4eSjJ3nc3m4jKolKpYMGCBdi4cSOWLl0KKSUeeeQRzJs3D6tWrRp1Y7ls2TIUi0Vs2bIFV199dfsdFIskyEybBhx1FHDooURoentJFJo5k8hNdoaLEyCWSkC5jEK5BFEqUegcu0JmzgJe+wfA4UcCRx5N2548JZk25OMzaRKFh6W+S2lhhiZJmSDQ+xIa0pwnrSI6FmZ2h8LDYBJ7m5AyWaCcNKOgk6TR8T7tE6TTiQ/CkLYbO84yJ5KJoi2WcbJK/ox2KfW8WUb7+MZik07aZr88/B23B2T+wvFvxc7mGVf0EumcQna/bWeRnW+Hf0c8syp51hPmd+Qjnrpk0q316KTXeedBa6DWAHbuRFStJ6c8ikhM1hq6mdC1u2CyNk5C0Hvf+17ccMMNAIBvfetbbctMOzg47B0opXDttdcCAM4777zmYQ48kAdBMt6HPjl6hoeSCqR2gQll+EQQADu2Azu2AdVa4nTlEOB6Lbm21muU32ekmgjvjZqpKDYCDO6i/Q0PUY6goSHKCbRrp+FA5ma17gMBh55FZkLE8JewQeXlrYqXwrhqpQA8HaEQ1qnoQgZZU4R9eCaC1wBUiAQAtmzZgr//+79vvQPjekKlQtxmypRkYoXz7tnFMPKEHykhsiF1XPJ98mTa5vTpxJfK5fTEEJAOr85z4zZDZozU2ffsPu5p5Cl9rU46c5VO3E95YlBT8UtnlvGBsBbefcKDdnPSiV3h1rXDvi/ISzPZ6rBlD9fuzzHRsWy3nblz5+LBBx8EADz55JN4//vfv7s7dnA4aLDfh4OdccYZ+PnPf46+vj48/vjjiUXShtZJChaOzx7cRTdx9ToUCy6AEXnCJINy4CfVLyIrqW3ApVcj6DCME0rHN8bZw2r3S6kk3MPOf2KX9eT1+bVyGShZQe+lIv0dl7gmQqAqk6DLPSaeXiJCKS49riEgTO4TNnfYE0NjqBCKhx9+GAsXLkR/fz8A4KKLLsItt9ySEuOuu+46XHnllZBS4qGHHmqd3NI6Z7EoNjgI7NyZhB6xvZrFMxYFlEqOV7EIVSwiEGaGbFIvcEgvhYBl80XFJMZ2huhE+ANiIS4e3DQS+62pBFbMVATTQByaBw2oRoDYSM15ibJhX/xFjb9LGqmcRrJA+6vXEtGDxQo7lDGPxLBIya+PjNDxGxgAfv/7xM1jO32YCfCsEYed1etxxaxUqXdODG2LMjZRa3a5sUPB4lCCYvNZUjtp9SGH0Hpc8YwJtleg7z48CrcrFoHpM4GSB0ybQTOmsgDKtZXzxZfCClsoA1JAlovwDpkSnw9R8CCFnthElPxj7eTH2UGbRYsWxWWRH330UZx44om720MHB4dxxD/+4z/GiYsHBgYwY8aM/IaRKWyhNHQQQjV8hPUGsHXAJG2uAtq4IwMjAPEE1OAu4yb2k6ITjTqNuewy9RuW49Oj6ykXF8hOFPB1avoMug5LSWHWlR6Tn61keIo1mVAs0DW2VAK5MwuIeqYiKpahvDK0loi0QKQEIiVpGAEQyRK0V0ilieM0Z3Y4mD1/0Q064TUA8MUvfhGf//znIaXExo0bO7uW8jjL4ygn1U65wENrfAc9Nx9IC0nngSc0eji3XU6et6yYlB2Lu6D/fKvQdA1721lxYrxvM2xuY7/crH+2iNPqtTxkneft1kkJYln3UBOhLBaX0ttNiT9Amt8162cbcCudfTU1GTp6s92ewmZRd+0OXZN32n68O++8M6749+1vfxt/+Zd/2VE/HRwOZuzXItDLL7+MP/iDPwAA/OQnP8FZZ52V205roybz4NtoAIOD0LUaJYNu1EwCRNAjO34CP7mxtd0HkQZCn0qwmpxAmnbET9KzE7Y9la9kdvC6nesESF917VmWUpni6nsqtFQm02u8bqFoxI9JiEoUV68hoIUHLSiBtJQCWtP27XtsWwjqFvV6HZ/5zGdw5513AqCbzK9//esxYQrDEPPnz8f69evR19eHDRs2dJ7Ajd0QtRrNLnJlqLzEu/YsjRBApYKo3IOw2GMqfRVzRqNWMzswIqAhyFY5SzIGRbEAVIhCmsFMrS2geVANAkArRNoSNyJFG9LW/gBLhDE7ErStmNVGUZK8XHOCTxhLsOlDYGZ7bUGHH1nwjCK6SWARiH8bdj9YALJJKjvdhoeTdey8QJxTyM4DlO2HjUwi5tSMpU26smKQlHReZ8xI7gKmHgJM7aX3eiYhTrJe8CgRdG8v/YZmHQr0lE3C7ybfAU4ILoURgagvhYoHMXWq+T1LiFKRtKaJBM8kd4I2bCkMQ5x44olxougXX3yxeSJ9BweHPYowDPG6170Or776Kj72sY/hm9/8Zn5DM1Gi/NC4ESOoSCGsjlCyfz8AasPmuq0TV3KtDgzuIB4zUgMapqiA36CwWbsUPO/HDn2OZ4zssCSkScRrDkuqbBaKJABNmgJM7iExqWDGQCAR8wsFQNJEVljphSpWoEUBGhKhElCQqTSNqkB54fjSaBuDOeKZDTOtalI0Qztew+fqpJNOwhNPPIG+vj48+uijnV1LWeBhMSibt68ZzDipvQLltrMd0dl2zcYBex/ZlAYtu9yBCGRvu5t8A92gmQBkCZNNhaBmygTQXp3ILs1gCym2sCNEwuWabT9HBEoJQNmQ+0773xGaC0F7GqO70F4E0lrjnHPOwX333QfP8zA0NISenp6J6qKDwwGB/VoEeve73437778fhx56KF5++eWmoWCxCGS7GXbuhBqpEXlq1JMBIS6Fam50o9AkhA6TGZpGg2Zw2GHECw/sWYGCHRXZmTOe3cnGhWdvgPmxYMpZC0k3slOnAL3TgUlGUBE05aULJYTlEnRxErT0ICCghIQShdgJBKS1J/u+20Y348pll12Gm2++GQBw8cUX45ZbbomdWZs3b8Ypp5yCIAiwaNEirFmzpvMNA+ljb4fNsfsla4/mylDlMqJAIWx0TnasndJDFAEjQ9BhlPAGzielIxSiICUAxWsKD1oiCX8yVa4iLcx0ZosBnQVFbYWECQFAGit9YM3omSahnzjYBNLhWFlCZpdkf+klWvh7neqDTpI920JQvU4CUhiaxKONJEcPzzTnWbTtsK9MckKaOc5UM8km+bMJbzzzPJ3Od7FIs87Tp9FjqWglLy0AUybT61N6KQyQrfgih0QDJBzJQiICmcp9UgJeUQLlCvWvUqH7n1wtsQui2Q58negEbfbz3HPPYfbs2VBK4T3veQ++//3vj71fDg4O4wbbOfvss8/iiCOOyG8YhtAjNeiGyWmoNYlA27YB23dSmXa/AUCT4KMUhYdt305CUKNucgOZa/zICIV7hYEJR7ZEIH7MCxPma5LWIEEddL2cPt3kpSkn4/LUqeTUlIXE3SgNnykI4xQqIZw8DWrSVGgpoYSHEEVoyNiQzdQpKlYgPJkqHskiEHeRh5XsHFGnaMVrAOI2J554IrTWY+M27J7lcTNb4dNWs5i0FYvJBFO3yMb3dBhSpM1kVUsRiD9PdrvjdZvRRACC1pSryH4pb91WIhDQXtyxJ3FbtcvbLlf+bSoCpdfrSgDibew29h0hCMjqbe2FoEajgSlTpiAMQ7zxjW/Ek08+OdFddHDYr7Fv/NLHgMcee6yjXECxAGTnHYGmEu92uAo1NjM0RhiKTIJFJkNRRPlBarWUABTfVPPNMCettctiZ623PPBzRSwOzeHX+AY9UolLSfHADRKpdu0Etr9KCRq1cZWYkq6eH8CLfIgwAOcDEPk1HVIfvdnSCVavXo1LL70UAHDrrbfGxAkATjjhBFx33XUAyLZ52WWXdbZRBocHTZlCeYGOOAI49ljgDW8AjjuOlmOPBY4+Gnjd6xJhwPPglQsoltoPIDk7pQcpSDyo9NAMpqn0JUWEoo5GCUC8rpagc2ZcSTQdKSiHVO46mc+bYgFA7DDjvtknJjIVXwSSMDUOM8wTItgjzwkrk9JX6XZ2rhsW2exElEDynBk3i3L2zLAd+pgN+7JJbjbxd7bv/Fuy99VoJKQl8M22MjGOnpl97ulJkzltwunyELuQ4v8AACrS0LU6/WbN75hvwlKEPi8fGM/6jqWK2HhUHjM46qijcO+99wIA/vM//zNOGu3g4LD30N/fj6uuugoAsGTJkuYCEBCH5qbMrSpMEkKHJvccQI8qArZtB4aGSRzSoDEjDCmXz47tJq/PMAlIDTMR1vCt540kFJgduhwWzFyJXUWDg8RtqtXEMbpzJ22fQ+uBxLGqzPphgEK9CtmoQuoIUoXwEEIKHV/GpZkL8yIfnmyeNyTPjG1HOXeCVrwGIG7D+YHGxG1YterpodDm6dPJ3TpzJi0zZtBiJ3v2POSmPugEWUdLF0miWwY+ZxW2LJfYXbRwACkhRo3io/bYibDR6kuRndTKQ8vPOUYhjO8v9gh0dwUpJhhpLbF9fqByuYwNGzYAAH7961/jK1/5yoT2z8Fhf8d+6QTSWuPoo4/G888/j76+PmzevLm9CGRuwrQG5QIa2ArNhIbzvrDaXq2apMsw4WGmokW1mgqX0UpBGdFGBKElseSoKPZNMZAfzhTn+yml47SETBIIlyqmJKvZXqEITJ5EoS7TDgEKRehShcqqegWoUg+0LEB4HpQwNmJBN/xZYwHf3+eNY93MoHHOkUKhgPXr18dx8lprfO5zn8Ntt90GgGbY9lhyWqWgG/4Y7qM1oCPogL4PfLNfCH1Ivw5t2+YZ0oMuFGhmyk7uHDt7gCjqQAgy/TY7TQRAIZIqK0BC5O38QEolwg4LE1nmy2x4xw5yAm3dSqTe/jzNKroFAbU1ZeNFrQbNNwQcOmknkKYP3Xz2jQUbO/E0f9nyYhSLJXLqsMB22GH0eqEIHDqLiDREsr3JkylXRbFMv5/eqWafZvY5r0x80YSKeZLWs4QjT4fk/JnSS9v2JFWxsfvI58FmMtnPz5+7VYWYbPtxCgvTWuPP//zP8b3vfc+VV3Vw2Afw8Y9/HN/85jcxZ84cbNy4sXnYdBgCu3ZZwwO5eXS9huDlVyjRs29dy4OIru8DAyBBSAN+ncSeV7cCO3ck4wkAcIEBbZ6LFjSRw5vtGu1cMn7SZKq6WS4lVbF6eig5cs9kem5PSvCuS5TnRpV6EFUmA54HJYpQgsLQVJTMjWmvCFEqpiiWHZHFl8xmGkCnGgjzGiEE/u3f/g0f+MAH4ve01rj44ovx5S9/GcAe5DbtQrTarZslQ83GKX673e2CPWuYmnhtvs2O0ESA4UnYrAsoM3VmXuTxezfEnFYhYc3yBWVD2Lt1AoXhaI7ZTZ/HAul1n0hrgkGHlz5jq4+qtcanPvUp3HHHHSiXyxgeHna8xsGhCfZLJ9A111yD559/HgDw7//+7+0FIIBEAB6fPJkMDNlBoF63bq5hwrvCxKnD6wQBRBBA1OtAECL2BWlrqsm+8WaBqVZLtmXPqtWNs4BvrFlwCsNkdo2JW6NhqkxFSRJev06lWes1CK0gtYYXBigEDXIEBeQKkpzvCN2NGd24gr761a+ir68PYRjilFNOwbXXXouBgQEIIXDLLbdg0aJFAGiG7bzzzmtfOn48ICl3S14KptYQKYbleUCpLOAV2GdO5FbHyySoSZOgiiXKYaB0MvNofQc7P/QZspF3ErIbs8kOt80rR2s7cHp7SUypVNIuHTtzeEzwzWfXOu3e4e86r2f3J2/GMW820lYbsyKSjShM9pfKS2T97oQgF1e5RJ9PegnZSm1bA8gKeWL0gWUHVxhA874HdyUz4XY72wmU5wRk8HXBdhG2Uim7mcJu004IgbvuugtSSmzfvh0rVqzobLsODg7jjoGBAXzrW98CACxfvrx1RbBaLcVtUKvRMjxsnht3cb1GQs/AAPDqK5T/Z3AXsG0r8PuXgKefAV5+yZSG99O8hLc5MkIOaN9PX88YfP3ifH2NRpJUumry+I2Yvo2Y0vKDg7RP5lSp6yeMmzKCjEJ4fo0edQCPy8cXNKUb8oCiJJdQK7S6FHbqDGJeo7XGX/zFX+Dd7343Xn75ZQB0Lf3Sl76EhQsXAki4TcPOsTcRMOPlmG//84QMnpjIjvtSgm4ZWMgQyL2FsEOmxsMN1Eq0yRGAgLQoJsay727ELt5+J/b5mG9kOzj6JSGQ3EfsafA9xz4EOqTaep4P/i1KKdFoNLBkyZI90j8Hh/0R+50TaPPmzXjLW96CKIpw0UUX4dZbb81vqK2KYEBcQYP+UNCvvGKISw1ahRRpxQIMJ9w1uYCE70NUqxBRBGGLO0EAHSlobULLgOTmMGewSlVS4vftG2D7RtiK/Y4fi0VyJ0hrAC6XKCdQuZLkODlkBjBpEiWE9orQxRINlCYvkPYKUIUKimWZulfPRuM0Q94kSBa/+93v8KY3vQmRGUiKxSI++tGPYtmyZXjTm96ESy65JHYE9fX14a677uqsatjugsPtMNqokfdLkJIs9kKH6dmlWt3kYlDWkG5mNLURIBt+4vbJubHXOaVuRzfKzKxxCXdTij5+3f5e8mtaJ2INbwtIi0RKkUW/VgNeeIGIOosYLEzkHZwwJCJvhA4xOEjOOrs0vN1vhh3OxX2xiaf9BbT7a4er2etyQtEpUyj8r1RK7POTJpGoNX1GYnMrVShfxaRJtA2JtDhkXHIoesnMnFewhC66ORHQKMB8ximTgUOm0ceATpOnbDxCniBkC2F2uF2zH6PX5Sxdmx/rNddcg6uuugpCCGzevBlz587tfNsODg7jAs49M3PmTLz00kvNEwybql86InerHja52aChd+5EuHMXdLVqXJkm18+zT1PFsOowCTI1DueqpvMVcmVSrQGIJNGZnZ/Qnkjg/G18PZMycfcwH+kx1cGKJeIrnMR/2jQKsT7kELp+ly3RyysC5QJQ7iVXbaEAXSwj8orktBUSGtKEJwnoQhEoFOPCq/bEPzuDOpn4aecK2rlzJ8466yw8/vjjAOiG833vex9WrlyJvr4+KKXwuc99LnYE7TFukw2R6nS9biYVQKHQo/en04/Z8S0rGnZzy5HHo/mp+d612potAKXaZTlR7spNvgjZPIatnD9ZvhI/5rVJXotFoHaTQp30d6wQXbiO9xDoULV3AwHATTfdFAtAjz/+uOM1Dg452K9EILvK1Ny5c/GrX/2qOVGyRCCtNHTdCuPSGvrVrYiqVaA+QlbpKAKqg1RRw5QDJ6EnMjNcdbrZ1ZqWhg9h1HKtVBwKxvbU1GLnCeEbxFEWUaTLxPONrx0iwzd/lZ7EVspW6imTgMqkxHJ9yHSgVCayVOmBFh6UKYWtZAFKFlGcVIJX9OLu8O46GUs6EYKq1Sq+8IUv4Bvf+Aa2bdsGgMSgq6++GpdffjluvfVWLF++HEEQQEqJxYsXY8WKFZ1XDhsr2H3R5KtvaxR8/nQQWO4xQA1XKRSQRR5h5Z9Rigg6J1TWKpeVdScCaSsnlEpcLwwmC/H3DhgVbpb3eYUg4Wd4GNi1i4QgJh31eiLq2NZxfty+PUnWPTychIK1spnbFWeyM4b8/c5Lop7nFOKbEL7R4BuJaYeQCNTbC0ybTq8DJOaUyxSGENcThiUCAYD5DRb5jsGjUEyvkDnOEYrcRc8DXvMaSG2uD3bfuZpaXjhe1lrOn9MWf8vl0XcvLH51gxY/1iiKcMIJJ2DLli2YN28eHnnkke627eDgsFvwfR+9vb3wfT+Vg2YU2PXTaEBXR6CGqom47PvQ27Yi3LYNenAwcd88+yzw8ssk+AQhrR+E5BIKQkDotDNS60SATuV1M9YbO9cakJ7E4sSylYq5bpp2hxxC1+ZKOclBN3UqXaNLJbomz5hp9guT0L9AYWFGTNKQ0KUKVQUTVCpdGSeKkAJRaVJ87bVFIOY1nUaEtBOCtNb4wQ9+gHPPPRdbt24160h84QtfwJIlS+B5HlavXo0rrrgCYRjG3Obqq69GeSxlyjpFGypvZL3MKpZg08GtgFbGXZ8rApnnWRGIv58d9jPTwfznQqBttbK46eh8QfH22vUl74uQDfvKkuGs6JNtE79ur58TCgadFOXoBOMtAgFm0nnfChjpVAhSSuH444/Hli1bcMopp2D9+vV7qIcODvsP9q1fdxvceOONWL9+PaSUWLt2bUsBiB9SYxxM+pRIIOLS0BrmRs2Egakw7Q8OfFN1iW6EtdZQDR8q8KECExYCQGaFHx747CpMtkMizylhVxaz1zflX+PQl1qNxCloGi1USHbthpnd80OyWqsIQkcQYQBBtTWgtYZQClKFEEEAFYTZw9YROhk/J0+ejBtuuAEvvvgi1q1bhzlz5iAIAixfvhx/+Id/iHe/+93YsGEDTj31VCilsHLlSpx88slYt27dxIaI2XmXcjBqYLFIhAagQgXFrjIh0k4RZM4pCzId7ciGbrKumTESGdKeJSQCSJXwbbobnYiMkyYRKWdkq9XZyZ1NtRcJUFhk9sfWymZuE6Ls67Z4ZO/TvtGwBaHIyj3keUBPxQg27Moy7js+Ziya5kFp+i155vhDW31lIY4qwqWOfRjQzVYYJU6zRoNchYOD9Hu1Qyns37VvJVy1n3N+paGh0XmZOvnxdQHP8+KKNuvXr8f//u//jtu2HRwc2uPCCy+E7/vwPA+f/vSnmzfk5PIcOq7NjeKuncC2rRAD2yF27aKQq5deAn7zJPDiC/T+zp3A9m10XaqPmOIXQRLOxdecRsNsv56+LvlWVU5ua8Qn+Bz6alXwtMeEapXW5/eiyCSMNtVX6yPAru2mmhnMtR5J2G9E7ksEjbhQh9AKEhpSkAPTQwQpNTwvuTaO5b64nTlGCIH3vOc9ePnll/Gd73wHc+bMgVIKV155JebNm4fHH38cl19+OTZu3Ih58+bF3OYtb3kL1q1bN3EhYm1m5toeig4OVkfHM08UsSuBdnpSmk1aNRN1mvSladtYuBwDsp8hb3In+/6oz6NbnrNUNdpu+zNe2MdCwoDOTWVSypjXbNiwwfEaB4cc7DciUH9/f5yzYsmSJR3ba3nWgit6RyFMFSXz0ZUyZVIpzIPcFuZGNDRVLtjdwCKM34jdPyreiYmUZoGHHQN8o8duCm6fvWnO5hSxXUSc/ydgR0ZEsf1+mAgFgW9m9nwgqANDg3QDqkGOJUWikdDKuJyMiymMEAXRmMaQTu9Fy+UyFixYgI0bN2Lp0qWQUuKRRx7BKaecgh/84Af42c9+huuuuw6lUglbtmzBueeeiyOOOAJLly7FU0891X3HOgGLARxO1OoAiHhehj5zFCXOH7bGA4jdOoqEtqQKmLaWduDzjsQBZEMaMSPeZY7okhKCRH4olQ3+DMUizdj29NDr7MjJCjF26AAAEYY0M9PJl8HOL8ChT1kiZvc5+zo/8roehylkKo3xueWbpCCgJNDFQpoN244vnivVMCWSM2KsHyQiK+fqCrlizgiJQXyDNmRyYXClwGbJuXnfWdGXl9DkIxseTlcI6bZKWJtzc8YZZ+CMM84AAHz0ox9FuMeqkTg4HNzo7+/HXXfdBQD4yle+0jYXEE0CBYmQsm2AxvqdO+n5738PPPMM8Owz9PzVV+j1kRHiEKGVQ80ul8UCdSxUW7nKbKGac5cFIVUNiyudMh9RSYEB+9rWaGSqjDWSPEIsng8PEY/RfC3WgDZCkNBULSxsQIgIQihyX0JBCA0P/BwQgq7nnTiWmx3qdpBS4pxzzsGmTZtiXrNp0yaceOKJWLx4MY4//nj8/Oc/x3XXXYdisRhzm9e97nVYunQpnnnmme471gl2RxBocsCydDVnxdbbsZ2uYxFfxnIiO23f2vY1um2zA5GykHe4vWxXYCieIJFzorSdjjFO1UjHG51GMZ5xxhmYP38+AMdrHBzysN+Eg5177rmxm6Rl1QzLIpok5NWIag26sWOSUh0GhnYBgzuJdPiGoASmrCrbrqvVRMAJw2T2zYLQpnCmcdlodg2FITmFsjmA4hUzdmq++eWBhm2iwrQpluimlxP3cvx9uWJufItkt57Sa260PQqHmTwFqtIDJagymJISQggI42DRXgGFsgev6HWUEyiLbsfnhx9+GAsXLkR/fz8A4LOf/SxuvfVWPPnkk1i5ciXuueeeeLZMCIEzzzwTb33rWzFv3jycddZZOPLII5smA2fobFhOJ2DSmgqrovMWBRHZj6Wk/FKRIteIVkmYFkDPjY1XR01mcgT3EUiFbPG24qosGXDFrUgRMc6KibbQyDtgwtWu7OfgYJxrAiMjwCuvkJCRJ06aH5as14Ft2+jmQynoep3yAsUfDs33mfc7yJaMt2GfbxZ57PApzisxbTrl6Jk2A5g2lX4TvN1JvcChM5MEl0KY6mD2sSqa8vJMWIv0vtKJI9AIekUBEoIEhW3JSRXADyCjDNEQ9gnPOQ52/IGde4OFOf6spRKFUnAlnbFUvGjxm3juuecwe/ZsKKVw7bXXYvny5d1v38HBoSvY3GbTpk3NHc61Gl2njTCst++A2r6DOMz2HcBwFdg+ALVjJ8JXtgJbXwZ2DVJiaGUmj1hY4QIRLa/PxgHJ12PO/5N1hNpx5Ha7SZNo4evX5MnJ65VKEjZ26KF0bSuXTchYBZhqqi4KvtaZsF++PvZMptxAACAFhPSgPA+iVAaEtJIFCwghugoHY3RaNYyxfv16LFiwIOY1Z5xxBn784x+jVCqhv78fK1euxL/8y7/ANyE+zG1OO+00/Omf/ilOOukkvOY1r2nJW7TWGBkZweTJkzvvWItxPxUOln0v/i+9LZ5YHb19u3ET1Siv+liz/uVNltj9ztkrgN1X/fKEn+zzUc7rzN+t+pRqL2GHgvG8XTx51SkmUi0qlSd2+2OCaHvIGTav+eIXv4grr7xyz3TRwWE/wH4hAg0MDOCII45Ao9HAunXrsGDBguaNLREoLmQRKqBRS26ww5D+Hh4GBrcnFTAiTtoMIkwcysEzWWx/zuwLMBdvM5MvlYJSCiIMoUzOoKawr2RxBQYLdqgMkyu+CRQFoCiTWPtShW5qJ08lQiVAhOqQ6YjKUyiGvlCCkgVASIqjB4lAslyEV5QolWn/2S5nC0plJ3a6HSMajQY+/elP48477wQA/MVf/AW+/e1vQ0qJbdu2Ye3atbj99ttznUBTpkzBUUcdhZ6eHkybNg0zZswAAGzfvh07d+5ErVbDc889hwsvvBA33XRTdx2zYQuKIeUFgtaUFDq0QwetnxB/x+p1pKrT5W0eMLOcQLO8QaPXEOY7aiVYtmdbs8SLSbsdapgH309Cj9iy/8ILaVs/HxOzyCAAfv97iF27yB3l+yQEWcfOPo6JsGm5htjxo3XC0vO+TM2SMRbLlL9n6lRaOCF0by8lHmUC43mUM2vWjCRcjBOfMvPyzO9LgIQgYSWH1sYpGBpxUmsUwiQvkxCAmDwF0ArSFnRYNMv7XFnyaL9mh+KxW43DGOMbpjHkl2jzQ73iiitwww03oFgs4tFHH0VfX1/3+3BwcOgIAwMDOPzwwxEEQWtuY0rCxxNRr74K/dJLUNu2E09p+MDO7cBLL0G/9DLCga1Wcuhg9DU8m6DfDC0ARl+T7HWzocHZ8vC2QF82+X96eui1SZMSPsO5gIolYPo0KiVfsdqXSkDvVIvXeCY/CSfuL9LrQDxJpmUBokLXe60FhOmP0kChIOB5+de+ppdEIx51gyiKcNVVV+Haa68FAMyaNQsPPvggTjzxRACIuc0//MM/4Nlnnx21PnObmTNnxpNdSik8//zz2LZtG5577jkMDw/j8ssvHzduk+UMLWkIf4VUplW8jYwg1EoIsvrRSvDJ+7upCLQ7YkW7W6FWqkNenqBm66Ye0yJQ3Jwnj3M20bRfEwWeSGuBTkxQdlsbY+u+SK3bzljGvKZQKGDTpk2O1zg4GOwXIhBneZ85cyZeeOGFti4ggO7XggAmrCOiMClT7QuhT3/XahQrXzMl2dkCrekmHoODyY0zx8Xbh8sezJSiKmKgC7iwQkC01tkC1Pl95yupfXNni0ApAlYASmZmjN1BPaY6UqkMTO41jgYPmDIVYe80oFCiSJdCESiUSShTHiJ4UB7lhZEFD4WiiPUmG7bxItu9PP2qE1x++eVY/f+z9+7RllxVufg3V9V+nFc/0p1EnpookkCMJMSggFcFH4MhV/SqMPSCSEDBgRIHISRBfxLgEh7hoaCIF0MUuV5QYFzQq3IZCl4MIglJLglJEAyPJECS7k73ee1HVa31+2Ouudastav22ef06U4nObPH7rN31aqqVatWrTXnt74551vfCgB46lOfin/+538OLB9rLf7pn/4Jn/rUp3Ddddfhs5/9LI4cObKp819wwQV417vetbWAjAmrzI0L9tMeDLifoAIsfEY4dYy1wGgEgkOqK9VPr6j4+vg2JpABgw6VjQyilA3UFHxYMr5odyTdd+VBS6Dn9XXef+hQBEI1+GktPyNrgbvuAh05AhoOYcsSbjCAxJ2q36tiJelrauNimjaQMoGAGKi00wH272c20NISGxELi2xc9PqsZPV8RrBOzu8J+QbN5d1SHd6QB4GIy0i6VEGVCTDWIlPxw4gMaGEeyLLoY5sGgW9iOTX91t/F0JIYVj4WUzCWtvLSTWnn0WiEJzzhCcF1QdxUdmRHdmT75Y1vfCMuu+wy7Nu3D3fddVfzPOVcZGg6B9xxB/CNbwAHD8KurnEQ6HvuYZevw0eAe+9FubwMOxxGxo8O6t/EANLjcjp/yFgvv4VWkzKCJJi9gNWdTmT3EHzgfn9/whLqdBi47/VZn5mfZwZQ+L3ok13kDPiL268hBvVJ1ZEyzpQq9ZTEGSDvvd2+yNBG3jAGIDNlXmqR//2//zd+5md+BtZaZFmGN7zhDXjFK14RWD6i23zyk5/EJz7xCXzxi1/E+vr6pq5xtLqNU99rvzc8VtSUZKGnCQSq7cPktibzo6187acCgbYLBNmItdw2T8vvtrm87biQ3KVhDq8qUIPrUuOtHmsQSGJetog0W1M1ajjzBoSvabcxuY8mtk9ThXb0mh3ZkWY54UEgay2+53u+B1/96lfxyle+Em9605uaCyYrA0UBVGMLZyvYCjDVGFSVHFhQ/OmLEXDffRwgUQIXiqF8+DBvl7TuEtdHLgA1UUkZawMARGIIK4Wr0Ru1iZkhtGfNCqixgTzwk+e8Okbwq3HzQG5YOVpY4lU0Atz8EqqlPXBdNogdAJv34PIOA0AVUGVdVMSGsOlkNV1Oqql1yTSTmNb7NmuXvvnNb8Yll1wCAHjSk56Ez3zmM43uXs453Hnnnbj++utx991349vf/jZuv/324DrW7/dx2mmn4dRTT8XHPvYx/N3f/R2Ao0jT6lSGOQcPAA1hBwNmhoT4PRYxPZyAQEMAzASSnknaD8xZr8h4UMfqpVhdBygGjfNBrRoUpDTguCjz0meAOhMoXYEjioGIJebE2loMcKzjUMCHJHIO9K1vgbwrmR0O4cZjuPGY4yGJ+D4cqOch3bqNcYe0ktG0OqiNFHkn+v14vt27mfmzaxcbG4uL7BYpbgfz7D6AzETjhAynLDbKB1IegQCoEpPL2visAGTFGMZ5YCjvwDjLwFNmuG3S1c4AXKn4TNOUzvR+e7246t7vR1CrKabSLDJF43rf+96H5z//+ej1erjrrruwb9++zZ9/R3ZkR6aKtRb79+/Hfffdh0suuQRvfOMbmwvqYM0HDwK33w7cey9w+DDs3ffALR9hPWZ1ldPAHzoIOxqhqlj/mRj39YJBKqlFllJ/gXq6LR3fTSZ/YyILSEBrAbJlPM5zHqO7PR67heG4tATMexBf3N2XFlnP6XY9i9O76/b6ypAmr/v0I7vCM4S4ygIG+fKgqWOgvv0wFG8SDPr617+OZzzjGcE97GUvexne/va3T9VtPv/5z+NLX/oSvvKVr+Dw4cMQt/Y9e/bge77ne/CYxzwGH/vYx/Dnf/7nAI5et5HvUofZjm0AgQDfnzQQNHnNRuCoDQhqOc4lc+e2GjBtbdAUtzD9vRkQSDOBmvqiLDphUiusFT3WABAwMwiUVmcjcleTzHI7XGYSBGoiaGnZ0Wt2ZEcm5YQHgT7xiU/gJ3/yJ0FE+MpXvoLTTz+9uaBibZQlUBWWgx77xXhjR6CBrIz5QMnjMfvTi6E7GjKFaDRgX/qqjKv/o9HkCppMTjo9tweBDMBIftK8ZXpskxBF9EW0EDGc5W+WeyBI4gMR0Ol7ZSpjJWphEaAMtj+Pavc+IMvgOswAsshQmg4q0+MA19ZgbPrIc17pI8NUaGvjol+TpKCPVL2zMYO0JldffTUuuOACAMBJJ52EX//1X8e+ffvQ7XbR7/dx6qmn4pxzzsGjHvUozBLrxznXmKb18ss3kYLe1Zk8VWFh19YZLPSBth0cUMZYPs5aDiE9ZBAISJSUwJJxnlLtUaJwIQGKkIAghBDQ24NIE0ssTau8GgQSNpAWrVBZG0EgyT4j7mCjUXAtMBKweDwGDh6EUUGQ7WgEWxSRCSSdQ95PATe1AqjLtAEaYnhInfOcacq24u9LPobErl3A7j2cJn5x0a84L8qSrm9HcNygvs8kJgYD+X3kr+ecZw+Kcuu/lxVyV4SVOjIZg14LCyBDUWlrer+bjKomLrW2PqQdBQjqdGJcDWEIbVYZnFJ+OBziEY94BA4dOoQrr7wSr3jFKzZ37h3ZkR3ZUK666iq86EUvAhHhwIEDwa25Jtb6LFoFs32++U12073rLmYCDQZwh+7zsdnu48Urz1ounYpLqMd4ojgPaIaQSKDApAarWvEREEjGHpnwxVgUFzEBrCVeoQBAnQ6PzwsLwK7d9ThnS153WfDxhBb9gtbcnGcCib6TJHXIM8WiJu/qmwGZuHURKBjdAgZh6liYNoV8mXW4LYoCL3nJS4Lb+9lnn43nPve56PV6W9JrgO3RbSbUfufq7JppVoFrKRT60JTwB21AUHq+KQiCa/q9ndJ081NBIN/X0n0zgUIbg0D+CpOXPx4AELAlEKjpkW6HxCakhm31v6ns6DU7siOTcsKDQL/zO7+DK664Ak996lPx6U9/ur2gX9ngDGAO1biUTKJwVYXMlqDhKgM7ogCNRpxKfewZEIV3+TpyJDIfBOARVzDdXIoBFPYJI6iqkPntBD9R+UmhSibcCUn9q7KMB2JD0RXM+IknExq2AYystGX8tz8H9Odhuz1Ue04BjIHNO3BZBw6ECgZl1oeljBN62B4oz2FBgMmCJwoQdbSGZg8YlYgAQVm2OWbQO9/5TrzsZS+bWmbXrl0455xz8OQnPxk/9mM/hqc//elTg0TffPPNeMELXoDrrrsOAHDGGWfgsssuw7Of/ewNFSYd08dVllPDFyXc+hpgKwaAJJZP6YECWWEdD5sVGVt5gCdRlCzUzIm6ZiMKhvUxaJwCjwj1GVezgYDJh5PGgtB1AxQLbsTvxNqaqiP7qRthxY0L4Mhh0D33gPxKtR1x5ryQ7UWOS6JsOqmnPDv9PZWUdpZldYra3Bx3NAGC9uxhw+LkkzmuRJ5xQ5mMKUzkV5jn5wBkXsMSbd/vBxAyBQbllt9vU46QybtuMn481gEL86AsiwBYuiym+4MGtLRoxTEFgvSq+uJiXD1vezk3kilK5Ctf+UpceeWVOP300/HlL395w0DsO7IjO7I5Ofvss3HTTTfhv/7X/4r3v//9zYUEfD90iD9f/SrwpS+FMdodOAB74AAvWh0+zGX9ApdzDlVVwYbFBvXRrqp6vmgbj5qiJMs4LPOLMH8EJBIFYGEhjlk6kPTcHLuC7drtY591eeztdHhs3r0nsoOCO69nQhMxsNT1sQ8dIvBUqz9AnRzGZ5GkML56gCgUah8L01sXRtBmbPCLLroIb3vb21r3b1avAY5et0nFVlNYPBMnCCfSJ/W/p4BAtQs2sNP0ueoVTn4eQxAovWYTxWQCBJJn5erz9ywIBTW4wlfWhxyoXSV+34KL4pZlCgjUts517JOKUWOEgI3YQDt6zY7sSF1OeBDoaU97Gj75yU/i5S9/eYgdMyEeABIiRDksOSNYBc+8KEBVCTMeRB95gBWswQCoxuxLXxacKey++zh9qbiHSdpmfy0AId5P+CuMIEHvPRvIKBCIQnUdHBGqthFLs3/kt151yztxtMsMr4iJ+0q3D/S7MRbKwiKq+UXPBOLjqm4fDpxBo6AOKnRQWYOxzTF0PcaXuhmIKHiiSJU6nWYSkyYricjioDDBZ5EbbrgBr371q/Gtb30L3W4X4/EYg8EAX//617G6ujpRfs+ePfiFX/gFvP71r8cpp5zSeM6yLHHllVfi8ssvD5k59u3bhxe96EV43ete15qNxVrvzmVZabbWoSq9q1cxAgcEkv6AenaxYjQ5E1ZlDBzdeEEohVyzQGRWtQ2zq2tWokTJ1wwaqPOnSzb6uwQhXVvjdyG5ppHze/cx+ta3QMMhu4QtL7NxYkx8b5o0AmuZ1i3BkzU7KFzIxL4vojukoI3SMZeWeAV5aRH4ju/w6e4XIhKZ+UDP5PyK8+54Dc1Kcv46zj+UwNJywGiEzJXMhiJeWSYB5ZaW2A1UK49tyqw2rNoUzKYVeQGCJL6GrJ5vBQiaoi39x3/8Bx7zmMfAOYdPfOIT+PEf//HNnXtHdmRHWuXAgQM49dRTYa3Ftddei/POO6+54Ooqx2VbW+O07zfeyGPywOspd98Ne+8BuOEAWPPJLVRGUgaBrF838GN/6V2ZgdmW6jUDSEQWqXRMIGErypgsY+78PAM+AlzLOCax3Pae5Mc1P35lGesvu3ZxLKBduxlIWphn0EdcugLzx4M6LYqGyQik3GbJCBPIRMB/AyBogtWsGEGzgkFXXXUV3v3ud2+bXgM06zYnn3wybrrpJpx66qmNx/AjT0EVqGDPM/QJXSRdGJ0VBALiHGkT3WaaqyImQaxjbsRMA4GIUI/r4yZjH04DG2ogkCz4WV6U1sXU9Y4XCQjA1MDQTcPH8bMoJ4GgjdhAO3rNjuxIXU5oGNQ5h8997nMAgCc/+clTy4ptWxUVbOW8e7IDOXbPoaoEkBhlzjF4As+0Abwhj8iwaBvl5IKlchlLJi755VWUWkXJWhgdqDc9/8QNyjaa3C6BhSVoMABxJ3LjMbsoOcvOS84xq8UXQcX3wB4v3FZi30syNPEKkrAEQn7SH/EO0rckmNhwyOeYZXXgnHPOwcc+9jFce+21uOaaa3Dttdfi5ptvxpEjR3D77bfjgx/8IF7+8pfjqU99KogIhw8fxp/+6Z/iO77jO3DeeefhM5/5zMQ58zzHZZddhhtvvBHPetazAHCWDiJqBYD40RMrRjameucFGAFLFEAo4GJV+rg9/nlI2aqaDgDJQ3OefeJKAJYft60QYhBNuBBRsyaqU/ZqSSN7N82cEmNnYYEV+MlaxqxVc3NwJ50Et7DA7lB798ZsVvI3rYsHW0hmcGMio00HQG6KQq6VfDlGVoYl5fDCErPgjGFGlnXRNYCMXwGm6Boh5zaZdxUtI1Orpuzy+2GCq1vGb6OzAcyiCYVYH5/s0+578l2yuMkndSnVY40GoGUc2oxM0da++7u/G095ylMAAJ/61Kc2d94d2ZEdmSrvfe97Ya3Fvn37cM455zQXkslTJtBvfIPZPkXBE7GPC0Titq4TDQCAc/AjHbsoyziTZm5q03NEUoapfNeLHm3jlygCo9Fk9kqHmI01Ndr0nLq66u8Pqg42jtHiqmtkuS3eCxF4TK4lRfC/g3u1jQBZi+hbD20C1aQzyAtf+MJt1WuAqNt8+MMfDi4yL3zhC1sBoFRq95QCEdOkrQjRlJ1NZZWkcTDlQy06zvGQja7buIibuBrOxDZJ2q3hvM5vP+7NsIkLHm9KQZP5NE129Jod2ZG6nNAg0Ne//nWseXeU//Sf/lNrOY93wFkGOCI5gpUF8gGbAdQHZDGkjeEVJzGmZMwTlkIKHGl3l5aU8bpubfsNwAalKEda0pURfSYiNV84ZbA6DxYg1JusA41LODiQh6WoKiFYhnPwQawrZk8VDAJVhUNR1AEg8QLSHnDajtU2qwaHAIRzpSFpZhVjDE477TQ8+9nPxlvf+lZ8+tOfxr333ot3vetd2L9/P5xz+PznP4+nPOUpOPfcc3HTTTdNnOOMM87AF77whfD9da97Xev1gm5sncdgfAyp0YBZPlWlss35GFO2iqAcVD8JwFAD2CcNJUqvrOSKUqoBIBH97AmAEzAoeZ116jatWMk+XQ/5qxk2e/bwRwFlgc0GMJOHiIEiD/aQp+0TEd+7jh2hY0l4dg7lOSj37o2B3ZbV6w1EBowOQtpVQdJ7PQ9azXGGmHERKzoYILB7Mn9+ED8rIoS0w9rVTp5haHbeZ8gF1zUiQvA5zbIIADUZV+k+YBLI0S+SHmPEEBQAqCzrL6Q+fqsvWIP8wA/8AADg85///Ladc0d25KEu1lr84R/+IQA22LO24HlVxQAIAHz72wz6jMcMAN1zD+8rODYZVTZOvsm4k/lFJ9IWUxPwk45bswJDGpROt8t4JIslldJVAlPSJoYm8VhcVvy9LNltX19n4h4Ug0JAIlg+rZTTYyUAievnTzb13tOh3InSiXjZrch26DUA8Fd/9VdwzuGMM87Aq1/96pmu3Xi7mwGCRKa6Ss14zCavlcZPOia4yATbJwGjan9dfZsDABMxyaZPCvyk167pc5sA17ZVZgWxjj8ApK87yzq6yI5esyM7EqU92tcJIJIBYdeuXdi/f39ruRDbsHI89xPgKmEB2TjZOyCkO9UsACKmFku8ltRVJp2wxuNJkKbB4JtYl1LbRWTNwFUVrBjA4XyqIGVstOYNE0EwWAmwdbYTX9+DDHkHGjRyoU4EgwpZliEnx1BR5UB5xMHkMoJ7ScwfvVAj+/XiR1VFu14YRv3+5oJGt8m+ffvwG7/xG3jxi1+MG2+8ES996Uvx2c9+FjfccAO+//u/H7/1W7+Ft771rci9O9GrX/1qfPWrXwUAfOhDHwrbU9EAkCtKpuWWBeCqMBU7CczsDIM0ssAqK4364YlyrkFFKwBOooUR1EqSP0/sQAiFDBBclsipfquev84qp6+hgaA0jbnuw1nGMRuc48CjRVEPMpplcEQgifdQlmxoLCwA1oIcByaNdfZsm6qM5497oaJnxfpp1wLtc2gMuwxkhtlsS0sMRvW8u4CzIXMXULELX97l8k4UOce/rTw3DaBQ/Tlay01u2fXU6Ng/uk1T0Ee+N22X3/ICpcekZcbjuvuc/i5+mvIst8HX/YlPfCIAVpYkS82DTZxzuOOOO3DDDTfg7rvvxnA4xHg83nJA+h3ZkY3kH//xH3HHHXeAiPCSl7ykveD6elxJ+epXGfgtS3YDW1uL+6yFKQtYl8Qa9OMKOSB3jpNSSJk2K0nGk6bfTfqQ6FEa7NHsWlk86fd9jMUxYHpx/Be3YTlGG77C0iGKYHivC0CNmUIjknhuar5kBriN59X1zHwsOFshZhGzPJ+33G/atGlzSFMc7TCxWb3mnnvuCTGlXvWqV02NBzQNA5y8uWQ+niindssx4a9BANaazp/+TnWUNt1bXYuwKcezzUkKALXu0wGj2sq1tGO4V8uLU+nxxus2ySHHdRo6wQEgLdbOZlc8FPQaYEe32ZHZ5IQGgf7t3/4NAPCsZz2rtZPq4L22tGERCs7CkGfCiLuUSJZF5QKIYzSRD7hseMUqndGdC772DRWZMOQc2FZnOz1ub51ahQUgI5mtfKwf4ycJp4AnmjyWCIAEHuYiwtagooCbU8dZC2eyUBPjHAwsjHEgcshyQmED6SGAOWJ3jseR3CF/gaiv6bmjLKNXUFlGm3UrsWybxBiDc889F5/5zGdwww034HnPex5uueUWvOMd78BHPvIR/N3f/R2cc4H5c+GFF+Lxj3/8hud1wwGDBw4I6obzq1AkLacapRLjPIvPaeyz0YE41bgcEzqBcjsSZTQ8WvKAhY0Ak5Qjv1/YQMBkv9QPJVWyRCQFXBtoQcRAUJ5zoGifBYwZ+FW8914Pbm4urgB3u8B4DDLGg41AYKyNkhVpf50IBEExfzIGaDUrSGJPBJaQ4fgR8/McE0jaV4wLyv0KdAWgE9vPevBugnUXGhTqKQdXQMpzLiEumsJo2mhJqm2fAISziryAAvxITCR5Sa2dPT3fFK1SlKV7770Xd955Jx71qEfNXscTVKy1+Md//Ed86lOfwuc//3l8/vOfx4EDBzY8bv/+/XjiE5+IJz7xifjRH/3RmQK37siONIm4ITzlKU/Baaed1l5QgvJ/4xs87g6HzP5ZWakzbTw9d0KviKsZgHPI4Yc76JEtKS9/ZzEKtM4jxwrbJs/jNl1XAbLzTj3uYVHEeEEyt6Xx64oxz6e9np9LBHi33p2/fke1t1OVd9byHG58fDhn1cJAAgQl7THRRI7jO26FDLORzKLXPP7xj8fTnvY0OOewb98+/PIv/3Lr+fTj2FBqjJbal6Sc2pUuZKTbmholRaWaFkNagCSnj7+/pPauiHKGOijGG/RBG5xH9JxsW5m9W5IZdIj7+xFIHUT12WhafjDqNcCObrMjW5MTGgQS1sa5557bWiZMbBWn3GZPGufdw9WsFyxR8GiR5YBR0fcrj1TARJaGlJVPGuR2g9GvNuw7V1NKZgKCAkhl6gemV3FNKh1DUE4HPywrIM847o+zcDYP8xYRkJFDTmwqW0Twp6oiEUMG2ZQFrgknOtau3JLeJ25hghVs13hDRIEy/fu///u4+OKLceedd+Lss8/G3NwcAOBxj3vc1CwdzgGusnDrQwUA+fZ1gNNsHKgVL1mVtBbMDPJgXAgWrho6TPKkwEd/Tmv5nAJSSj+eYIYIRYvU9WuNkfShBAjSwI8AObKUmTJciBhkyXLO2CIp5IcDYFwCdsCKea+HkPWr22VQpiwZCJJri1Iz0Tm4PYJy3u1ycOlUhB2k72v3Hh8LaAEhk5oDAz8OnC0vI653txf3Ww8MOXG5k7dSoFspw7E1AASwx1VVdK/Is2YASD+vab/b9qVLz/LiybXGKnCkoKqyTwLZN2X1mVG+93u/F4uLi1hdXcX111//gFaWDhw4gPe+9734oz/6I3zjG9+Y2L+0tIRHP/rRmJubawzceuDAAXz84x/Hxz/+cVxxxRU4/fTT8ZKXvAQveMELprJUd2RHUhE3hPPPP7+9kGQmBYBvfSu6gQkIb+1EED6eWQjOJTpKmHNYByHnakBQozGdMoDa2EB+H6nz1hQGXVZWh3q9+gKXno+0HSxKhqYVj4bsui+LdXL+ZK6QKaU+8vktMr+Fecd6hachS1NTe0xpoq3i+tOkTa95whOegPPPPx9f/OIXAQAf/vCH210LvfCtb8JqnwUMmgCCZIP/O40lq6+Tzne6rzUdKwtHxxOF2AjtC7r6tDqlfcy/ny7ZrZVudbnjxgZqeK9SOREAoM3Kg0mvARjMevvb3473vve9uPvuuyf27+g2OzJNTlgQyDkXlPXHPe5xU8rx36qMoxERQOLy5JJgrbpQnvPq0ki562QK9NGGpmYLNK14NKyANGUwSMfuViDI6dKufoDMAgFPcAxcZQAoi5iFMWzPZhkrOGUFlwPOEYy1KBXGpAMeE+ptqd39A0nJ1vW3sowLe4Il1LyfbH0+09nDJcHRdk1sxhi8/OUvx8/+7M/imc98Jm699VYMBgMYY/CJT3xiKsrtygpuMIQrisj0gPXP0tUeBQkoZLkMgz/WxwCyCAGD5SA51lk+2Eo9CKiIn59WUm18zpEJx/2KH5djfUvOrYEe7TaVKlcaUNCAj7CCdAwheYDGMMgyGPDffh+wDlSMQIcOcQdYXAQOH4aZn4c9fJjLrK0xWKLfh05HgWv+nvWz99Syid4vKYl1R5mbA045Bdi9yzP8EJVSgjcWVLuPRx4I0qCdf64SEyhZtMttBcozzipTCCtLniOBuh20akOzAEDygkyTptVReekANg7n5urPTb+UW3i5jDF49KMfjVtuuQX33HPPpo+/v8Vai6uvvhp/8Ad/gJtvvjn0PyLCU57yFJx//vlhBewxj3lM47hgrcWXv/zlsLL2uc99Dtdccw1uv/12vPKVr8Rll12GH/7hH8bv/u7v4mlPe9oOrXpHporEeAHiinSjCMB75EhkYALxrwTm45OGv0YBPLX4N4Z4EcjPHcIBtr5OYWpKDe+kPxOiC3vYZ+0kYK/nEb34IEEFU6Ne9slYlYJOGgAvivqYJqwjowxwmQ8nxE8Mvj4OxK7vxkIpVIiThjpHA6OFpwvn57f6JRuKH5U06TWf/exnAQAXX3wxfuRHfqT12GlrFDPJBBiU7kcC2sgxLh7UpDdvpR6qzzhdN+Doz7+5ysRrmhR808jYBudImUS6I2U5YONiT4OZcewkO2HNw0aZlQ2k9ZobbrghJIt5oIgwfj70oQ/hb/7mb/Ctb30r7NtO3ebSSy/Ff/pP/2lHt3mQywn7lt9xxx1Y9wrPYx/72MYyMrE5D4wEcoO1cSydZlsRPECiJhbxFdcvjQ642jaza8BIlSP1vQkEIrT4Nft7aL6OGKpq2UxWIATMMZy+WuKwOBCcz3LlxI7NeNQMZBZhlKiJRgM3GswBos4m+8RTTjxTNAlBu5OJbhr0OutQFg7djuNkbU0zXQrMzSCnn346vvCFL+AlL3kJrrrqKvzVX/0VHv7wh7eWd2XF6c2DkirxE7xaLaCQE52H2SDOSjYUD/wA/Dyk4YwgY/4cJOfxiqcAIq7hHp3zoCbCsydDvOJLDHDaAOAppVhWf4URBEy6fel9qYIm33X8LFmZWl8DkAHGgfJ5YMlnf+n3gU4H9r77QERw6+usSKytglTmKpdlkaWTivYtDNUkOEEKZRsA9OfgTj4Z2LsH6M1xwG44wHTYyjFGta8/aDQGOt3IGAqZYuR+ARhuS+PBUSOBqq16bv45U7/Pk2MbuDPtt2zTQNs00f1CR14XlqKm6mVZ3fDaIhAkDLqVlZVNH3t/yT333INXvepV+B//439gOByG7fv27cOLXvQivOQlL8F3fdd3zXQuYwwe+9jH4rGPfWxwtbj99tvxJ3/yJ7jqqqtw8OBBfOpTn8KnPvUpzM/P46lPfSrOO+88/OiP7tCqd2RS7rjjjkDRnwoCyXh5770M/IzH/BEWkFBpG4IkS48LYBDQONYSgEx0E29Qx/IuzAkyvhml2zhx81XnkjK8JmKjMhDmHz//yZjlXNSrAqsnYQ+FBS/1uyiiO3DTfKHvIWzUS1seJBLGN5EfzgW44rmJ9AJO/cw1SRlBUn1n3QShZarMOD6nes0FF1yAN7/5za3la3ryZlhAm62jAgXjjXs9RBKWTDuHLEKJJd/GBkpFP4BZ57hpYJE+R9t3YAaq11aM5gQIkrk8cQvbboBxQky2oSuYGiLuB5n+Ljbg1zV53OMeh1tuuQXvfe978bu/+7ut8UFPJDlw4ACuuuoqvP3tb59g/Ozbtw8vfelL8Wu/9mt45CMfOdP5NqPbzM3N4alPfSp+4Ad+YEe3eZAJuePKpZxdPvrRj+Jnf/ZnsbS0hMOHDzd2ONYhGPwphiWc/06uZJYCODW8KUbR0IYaTIsxf9bXgdUVYH3ABu7KCjBYj0qXZOYZj+vGsU7JnAJFNvrhS5BcoD50ueRTA4PE8JQIzJIFKVOBeMIJiZUiSdvd6QHzi4DJUC4swC7sgfPlq94SLBlUJofr9GByA+vZQ6XLMaQ5WMpQugzWO8GkmacFOxDCiWyT25dkUJ3O5CShY/x2covc8HOS82Q5J32aOr7oFcYZ5XOf+xx+4Ad+oB3NthZuNIYdjuGc5UDdpY+goJfRHAII4EobMno5ARNEnOW+Zb3CqdlBcg+iJNXqZFn5VGlGBc+R4zThmDFPNeMZqk/eokToFVktWptIs9Q1AUHOAeMKGKzClPyeYTzidwbgcxw6BBw6BGMt7GgMDAcgWc2uqlpwaWc9yCadSj94Is4c5rfHmhGzjvadBJx0Etzu3VFxHFccPJ08MDq/wMFEBXAjApY8aygjDi5dVnVQlQjGELLM1AEe54DBEIKkGiLOhjYNAJo2vKYG3LR+TQ3PVQwsiZ/U70d3uV6vboCJwdR27hb54R/+YfzLv/wLzjvvPFx77bXt93ICyGc+8xm87GUvq2X9ICL88i//Mn77t38b55xzzobuEpuR8XiMj3/847j88stx/fXXT+zfoVXvSCqz6DUAOBD/6ipw7bXAbbfFjGDf/CYD7uIaJsGiB4PJ1ZqyhLWexVr5zJVpKvSNxik1Hum5k7IsxBcK+kiWcXKLXh/WUHQJlvkny3hM6veZvblrF5fZu5f/5jmzTIE4Fywu8lg2P8/Hzs1xufn5eJzU07elWhqr8zH8vZD+nSkFBl7HkrmDsrir3iiTG0nFBXIuncYmmnSqbEKv+ed//mf84A/+IHq9XuN+PYX7LTOf+6hE+qCuBNK/SXn91yZ6l9rn/HeXHrsZRGQzIJAGmGqAk37IDcwxIC42NV9o8hpN+5xjXTKp86b71cxCk4zrBplFxTl20lw3/aimTfW33HILvu/7vg/WWlxxxRW47LLLjkEdt0duvfVWXH755fjwhz+MytsYwvh55jOfiWc/+9n4zu/8zm0FZUS3ec1rXtOYRW1Ht3nwyAkL5QnS+ehHP7q1c/PgQxOeFEbtp0b+TXIScZcCYhBaoE5l0fFVRDZaMVDLQ001CDpD8jvUC6izD8Jk0VAPMvD0ByDL4QjsKtTpBQDIWcBWNpzaGAfnyC+MUS1pkq6xHuQFDxC2urS9xg8kG+xgwPiZ/B0OWW8drDsMV0sM1yzGI8fYiItz3XAIDJOU9PKpKnAA8LLCxIOfIueff347AORXF914zKwea+GqJgDIIWQssQ4k7l/OZ6JLmRpOGs/V+1JwQ/L7nY/CJBStACgmdXAIJKLwXa94EAFZEm1bjpW+oz9QxzWxhAKwZOrfOzmwsAg7NwdLHpjsduN1Fhb4k2VAvwcsLsKdcgor7Z1urXpkOLsYdTogw6ALZRmo2wV5ZhG/jwZkvBGxdy8bESedBOzZw8cQweQ5MOddvfSqp/F1lPdcnok2AIiA3MB0cuSdHFm3A9IMKmlL4r9EFN2vUnBtFq0oVXbT51VrpBYATx8jQVflfJo1oMtsUn77t38bAHDdddfh1ltv3fTxx0NuuukmnHvuuXjKU54SFJb9+/fj3e9+N1ZXV/H+978f55133rYCQADQ7Xbxn//zf8Z1112He++9F3/5l3+Jl7/85XjqU58KIgq06oc//OH4hV/4Bdxyyy3bev0deeDJLHpNeFedA5aX4zss77fQaYG6i7oWv92A2T6mocgs4xQ5djETraO2HoGgcdSBFTF8U9Baf9djUVVFIzq9H+2anM5ZDe/zxC3q8kDD+JoswznnwTIXF2wmpGGMhixouObL6HJu+mfqwYn8yI/8SCsAJNfahJq0vZLGhEL6NynbpJ+06GyuSd/eDjSi7bzp/JvWa6vXbgValM5J5LOcTpZt7D9HJRRXbx+AMisw9bjHPQ4XX3wxAODyyy8/IXWbsizx27/92zjrrLPwV3/1V6iqCvv27cOll16KO++8E5/+9KdxySWX4LTTTtt2Vo7oNtdee+1U3eZhD3sYfv7nf35Ht3kAywnLgRMav7gjzCzOqUmP4EAB2JgQGdjzrD5qCNsmywE7jEayPiYNaJiKd81wALIpBpxBZADVqplGVxaXr9okJdspKkVkAqBlsw6cGLoOsJav4ACQMTDkQlwgz5vyTchKkUEFgNlMPMEQDIjPQxTSwacsXvUoaos0WcYZyDqZQ2VYpx2OEJJMCYOIDJM3+n2e+zKDRh2OrIXJLBvrRzNplSXcuPDAkoOrEeld/OMUIONdxsgYPs5TzAm+nFVxhESMCQBSUDotQIiGuuwhIqCqs3iIjGeUeZCDAAPH3LagFOt+ljRa04pTqmyn/TTEBYIHwEQ5Jk65Pp/BDtZAc3Og0Si+D/PzsMaA1tb4noiAxUXQ3Dyz7gaDSDFrAptqIFTGwFO3C1paApZ2wfXngMUl777l79QYBoIIsEWBEGBbOmdYLfYAUJ/HFspsAJIIyeKd1EFAOyIGq+bnmtu1DQzSK4jagGsrE97nhmem66WPEXairLhLTCBR6gTBTRUGfY5EfvZnfxZnnHEGbrvtNlxyySX42Mc+1lhus7Id6UvLssRFF12Ed77znRBC6w/+4A/ij/7oj3DOOee0g77bLESE/fv345d+6ZfwS7/0SwAmadUf/vCH8eEPfxiPecxj8PM///N42tOetkOpfgjKTHqNjAkSgF+os4NB3C9jQ3A5VjFzGsYlAgM6DgjjfIoNaIAHDd8bVShVTlhBDoDpdKJbmAZrsozH3qLgucwYuKqKg66+Nz0GShvI/oY5f1NvezrPKYA//mWtKMTmmwDnTXK8B8AoxgdqM8zbhvVa1Ry7fm9V2lTT4yoTyrcGgloaRvfdxKp3TWXT79tW74brhH2zPpdpb07DtWriYjmZx4sinK+pC8vfaf1ral0b3Csba3Z/96spIve/UWygyy+/HB/96Edx22234U1vehP+7M/+bBuuvT1p2W+88Ub89E//NL75zW8CAM444wy85jWvwc/93M+hs11plWeQWXSbj3zkI/jIRz6yo9s8QOWEdQd7y1vegosvvhhPfvKTcc011zSWEZumKByqMbumVKWDcZGWYmwBqkpQWHnyBju8IT8csqG4sgwsHwGGY3YFW1nm/WvrTE8RekvqAqaDHOrvfr8BkKvtTn1qPvuphHSphv2jch8TRTOWZBDJusy46Ob++zxspwO7tAduYRHW5LCO/d7Lbh/odGHmekBmUFIHcAaVM6hgYClH4TqoEBW3mjuY4F6WgQALAhnCaESwZLwfva9WFgEiwCFDBWeZwV5Ztut1UGjxeOt2AZD3fsti4qe2BS8iwOQGlG1h0PEMCjccwZYVrHMe57AIGb7gInhjHbt2CbXeeuBIACLrAOfjA9kqggdRswOKyruKcaCkAPpQjFsgvwWcAMBMGB/jKVKCANvp+GchCpGszfrfpmVy18pN23Kh7FepiBll8b2YKKxQ02gIOnyY3RgGA1ZiqwpYXYUbDL07pY2sFc1eSX0OgejK1u0y62bv3si+mZ+PqeWIuE2Md/ECIgum2wP6vQhwZhlMr8sdateu4CZBBBBokr0tgJ+1DMIRYhYuyRAm5fSya4MCG9pRl0+fh1YMtCtXuhoeEFOKbl+CpIprhYBB8lvO1eQWNkUhERcWgDNRbIX+u93pS2+66SY84xnPwF133QWAV/be//734wlPeMJxA39mkdFohI985CN47Wtfi9tuu622b4dS/dCTWfQaWAscOADcfTfwyU/yeLq6CtxyS4wNNBzGgNHORd1E4gTJOCOxg5oWrNIxf5oqaEydfZGOTX48sp0ObL8fXXj9tjAe9fvRveukk4ClJd62axeXl/0ylu3ezX/n5qKb6+Iin2vPnlCPkFXSy8QIoOpe25eOheQXWLwCQrL4JvHlJs5rUAMi1KWm6SNNhJPWslsAgpqZIW6izFZlpiHWJhpu6wUbymiKuf/tJktPnnfKgsbkZRvm3/R70zzZCAK1bJ+IK4VYhvRx00SVsT4EwQwPT16H2ZqEFOt6Y2lb69oumc5eo9bHo2XaGprI+973Pjz/+c9Ht9vFN7/5Tezbt2+T9dxevcY5h4svvhhve9vb4JyDMQZXXnklLrzwwm1nMh+t7Og2Dw45YUGgd7zjHbjwwgunxqIQEGg0csE9yFYOZCMIRLaCqRgI8kchwC+ShrUsgMEasLIGrK1xGtIjR/jvuOCYJ0URDWFtyAnAI0pWLS4M1yHzithU0EdElJmMGQ3MgugCfY+MCAjUyfg3MnaBybq8rdsHul1Uc4uwe/dxXCCTc+IqB9j+HEynCyxwQNvC5gAI1hlYGJTUxQgdSEJ7b+sCznI7lhVsFbOMOABFaVBC6kMcNDLrwGYdkCEYwwCQ9R5Po4h/AMSsH8G8hMzU7XhCFsWBvNtlnbDbTRuNxeQGJt8EEORcUKrdaBQwHufBHA6kHVdXXemBnbJksCA0jgcYnI3gTyVp4hUw4Fyyn889AQIJ8CPMlFqAAQmqpIAdIs/k8kwiFU8orE5KOt60rzVri5PtJECNGBJCfSeKEcHhQCOfLWx1NfQRAMDyMtzhwwEcgmRfE7aUAybo9yHGVSfGxso7wOICs3hC5xCDBAyO1s6Rq22+zXpdjgu0tAiUFbvyIcaKqOmC/h0na6MhogyuCRBIvuttaRtvtDysNZxUMdVgj2g5GgyTNpPt8lsQWaB9ta9FW7LW4uSTT8ahQ4emG68NcuDAAVx99dV497vfjdtvv31i/0bpS1PZv38/Tj311JAW2RiDt7zlLbjwwgu3vPK00Qy4HZiStRZf+MIX8P73vx//9m//hmuuuSawl3q9Hp7znOfg0ksvxZlnnnn0F9uRE1Zm0WvgHAeEvusu4NOfZqDn0CHgy1/mFRQBgpaXeTwVoEenjG/7pNZbE1DdJDI/hYWnBhDIx+ypOh3OFua3u24XLs85uL/ELVtcDO686HT4t8QEkvGsy2C96/f5OAGIZCHAA0QB9J0BBJrYLsENddy7AOZQXFCR7xIwtzbW1C3SCQO1ZVzaBA7vdYIp+xNpZgHFDbMY8bNer7FcmNddw/Y2UeVlXhUdSfXVxjNsBQiaYPeo703H17bPAALVyrukbHrcNEnKhIWp6e7dcvkEo5wUk206ccSxAIFmd1us17MNEBLy4LTbGg6HeMQjHoFDhw7hyiuvxCte8YqZarDdes3DH/5wPO1pT8O//Mu/4Gtf+xoA4PGPfzz+/u///qhS2E97Ntu1Vraj2zyw5YR1B+v3+wCAgVCgG4TUQOq8ERfYvNDjLCsvwZVGi1CMRZERFKKTAwPrDUvfTNb6dKSIKIb2b2+a1Z1DJeVmGeVCIN9wa0AN2HAhRgooAzqGASDjlZS8A5tlsP0FwGSwoBiLmLhO1I1LBIYsB4bmFFOoyMC5eB+uqmDGY5iqhBjrKjlSYAXlxqK0Pph0VcHYCqYYwmYdoJMxy8grJpny0nEOWB3X7XxjYiZvAYMyw/rvwYMx5Ewq1lqQJeSdGRUmATaKAsL6DrpHpSpYA29i2QDyeJ4JLyJ6qC8NwGktByAWRUetXJJXckKVHWf9CiwgSa2mgw86JDNxjEnktBLUtNqV8obbZoqU3SKzalHUywDcuawDul24PXvYNaws+b5GIyDLQItLvAI8GsENh4wGlkV8WUkFPZfVY50y2JiwSkzWRkBU4mVBZYAh4o4zP4cQvFpAO8fuCgyqGlDlol7mx4iaOqeNF922qZaVtjFRHQBM21XKzipyvvSaqYIof6XfyHfRiOR7Ki3KszEGH/zgB/ETP/ET+MxnPoMvfOELOPvss6dW9dZbb8Ub3/hGfPCDH8RoNPLVPPr0pQcOHAgrbWeeeSb+9m//FqeffvoGDdd8q03fN5KtKk7GGDzhCU/AE57wBACTlOr3ve99+MAHPoDLL78cF1988QMiW8mObF5m0WsCmKvTb6Zx2YAI7Ib5ocFYbBM9/sz6AqTn1uOy6E95zi7SaowkP2+41NDULm1lGcFqEZkHRDkQYEjNbaTH4mmSjm0yJqYuyVLnWJA/zreTrYCSYpKOTC0wtEmLX0o6/eombSosGsIst7rRo5/lkc86RbViLk3XmNo/ZT5VcxxRMChr39vOqxtxFmCzae7eEJ3b6HfjxZBYJZgNAPKS6h2dDmD9GCGZShtup2meiziWqS8ObUG2AwCatT+yTLZX0yNMz9vWzP1+Hy984Qtx5ZVX4g/+4A/w8pe/fOpi0rHSa775zW/i/e9/fyj3O7/zO3jta1+7pYWtWduyrd02Kzu6zQNbTlgm0OzZwRgcsJUFVSVs5YJxzn3awlQlyJagSkAYb4yLYTga8vf1Aa+sra7wtoMHgaKMbj3CBhLlwbrI6ghgQUPAYr0K1wYEkWd3aF93GezzPAbUNRkzGzIfLCcTVzED1+nD9edh5+dh950MRwRbkmeG+KosLAJzfZiM4ByhpA4s5XDOwJHBEH1ULmPjvRgD41Fg9UpPqRThySp7sqoAR8a7knkgxlYgAFXeQ2m6yH22dPECEptUpOtJDEJcyTs+W5gPCyNzVr/PC4ET8xcBlGXIcmrUi2vPpODU5nZcoLKO9UEBV2zJHwcE1Kccq+fnYh9wqoGshXEuZsAKqza2PiulM5QAOB6sNFQHIpwAMDoBsCjgWeafMQOEliSTllc8DE2n+jYtG0pfbQKUaqwgQi1WkNzvyirM8hFgZYUBm6oChiMGYq3ljGqjEQfTDJ3LIzFyX3opx7sEGO0PnWVw3a5nVXvDI8/4roVNt7QY2oGKkl35uj3g5JNBvS67gukVNWmGnF2pSFy/5L5BwT2UyjLeT6rJyPaUKajff91BdUfVf1PjT7eHzgwm+4kiE4goulBoBhHQHvyxRRNwzuGss87CLbfcgtNPPx1f+tKXGifzsizx5je/Ga95zWsw9tHjJTX7i1/8Ypx22mmN559FvvrVr+Lqq6/GP/3TP+GnfuqncNlll21OoXAxo0w77jldE5qIdXqUMhwO8dd//de44oorAqX6vPPOw9VXX42zzjprey6yIyeMzJwdbHkZ+Pd/Bz7/eeC++5hZ+eUvswuYuLHrbAvORYaisJW1XpKOP00vwDRrTC1aOCCORXpcWVgAPAvIwo/B3S6PNb0eu4vlOW/fu5dZQIuLfPzcHE/o3i0MxvB+zwR14v4rYDwA2r2bzy318y9l26tJUk7mfucmfUb8fYay4S/ps0TJPFOb6jGKmvC41D2sDTxp1Vl0ndBcZpqKKar+VjX+WcY8IrmAUyDQDGBkbVvUR1wyZ7ppfTQ9b9tCWFO5WZmxtb4QNk7umwZOkvoy80QypazoV8nCY3Nx3791ApwtiFZjj+Ycmzt+trbS788sbKBvfOMb+K7v+i445/AP//AP+Kmf+qmJMsdar3n3u9+ND37wg1hcXMTv//7v48d//Mc3dY7ttOJ3dJuHlpywINA3vvENfOd3ficA4LbbbsNjH/vYxnJVxXqQtQCKMRuV4ncEMEfIsjsHVYUPpeIAVB4Esvx3XADDQVSq1tdY+RK6tRi32r9e4o6kClca3yRVvtIsPYJkyGglb6EAQDDswgKwYdvx9BgYVkA6TFO287tg5+Y5FlC/75NNxVU5RwZ2YQlmvgPniGMFVYArLFCUKC0wdj3AVsiKMaeSz3JUxNfTbtoSGkeqpDAQOCJUyD2JKbqBuSxDkc9xyOkqEkoCacLjCHNzERMLIU607W+ibbtnT9xHHkOAIZg8q00ENcXKPw83HKEqSlTjArbUSov1IJCNoFAl8aCcR8H8fq3gqOdM1jL0IMBhQjUPDZkqn/63wD365XRGb1UrXkQeCPKwpzFwIQuWb7BpAf+a3AQ0ACSKc7q/8B2g1AqI799r68DyEZiiAK0POM7WcAgSdhDA7ViMIeCP4ED6ninLQHNz3CmanLx1UCmT8b1KQKlOF1iYj0AeEUAGtP8UYHEeAIFsxYFJfTuRxFzKYqwHkvdZ2qisgLLg7f7ZUto+ZRlT6GlDrE3kvgLY57dpZVa5/4XvXeVLKccK4Of7RUirLO0l25tWAKdoAF/60pfwuMc9Dm1pVW+++Wb86q/+asjQdcYZZ+BVr3oVfvEXfzEwII67qDaXV3lrq471g8Krl27cogyHQ1x++eW48sorYa1Ft9vF61//elx00UU4kWIc7cjRyax6DdbXga98BbjuOtZDlpeBr32NF6bEHawo2H1dguzLpKrdwoA6SN0EWKfStoSuxiUnY7GwNQWg8dutMVwmz5kB1OsFqq/LMrj9++EWF5kZKvv37o0gkAQC7LN7OxYXef7r9SCu0jom0EwgkOheWv9KF92IYlzDRhCodkb/x4/DaWbOpPmIuA1100fuqkuHGB+GKD0BJsaZlPmQPto4NR29qr/RUBRAoIn+1XZtwoQbOBAq7TRlXM4yKwLRhpJN2z/TDeoy6fOp96XJ49WXTY3rs5UnOM5s61wdhAQxCLkBiDirbB7A2Y7jZ6+wVo0n9P8G+ZEf+RH83//7f/GjP/qj+OQnP1nbd7z0GucUs3Gm8s3fRbZLbTja8+zoNie2bB0KPsbyqEc9KgSUkpevSTSI70wGk4krkAc+nP9O5I1o2ccGYVz5z+OqkhjNElBVjyhyQQlYK8aUBG2WVbHEQJ84Vn+XuuiRShvtBATqpskAw3F8+NoGMDlsbwHV/AKquSXOCmZjGwQxhl3LSgu3OoQ5eAA4dB9o+QhosIZqbEGjAfK1I6DRALS+hnzlCDqHDyC7716Y9VXA2hoARORdk7Wu6INAGyrhnCgzgHEVusX6xKQvoWHEo204iravLHDqQyrLnkTr68C9ByKWJ4QtW3GAcE3gCHqEc3DWoSwdxoVFWVoFAHlwUFK1CwVc/N+sV7Krwt90MvImBqf1MWPIgx7kXPwOD3BQDP7cpGqSOh+fXwFPWhmqqnisBh294jkx66b9OZ0pm2ZPfbykayeqjyLOX79khM+Sget24DSNX8pJ5G+tN4HppSbPYebnQQsLvGM04k8KsGpgVgJoGt+SIXhUBIDYGMkZuex2ON5EVwKr9+DyDiaiQ8t7qFe+5bdvJyedtSy5ngIQN8XiaBINLAtNTrMH05V8MWZk9b9p5VMbfiLTmADTtgN47GMfG9KqvvrVrw5pVZ1zeMtb3oJzzz0Xn//852GMwaWXXoobbrgBz3ve8+4fAMjfu4MHrBseQ2oX6yZ3YTyQz+TprfVuoekJt6Ad9/t9vPGNb8RnPvMZnHnmmRiPx7j44ovxX/7Lf0HZFDR9Rx6QMqteE3QPDfwuLHh3dBfHIa1vzGLtiEwro+eG9HeTXiNMH6XXBFdm+avGTOr1eHw3htPL63sZj/n+fPwfk+cw/T6nozcGRuo0EZfHV7XtlkSRSBfgZjy+GcRQ4+x47JWi6e++GOgygLiwQqbHGv5YWRVzyTyQntNNDj1NQ/92yNaN/2l9smGffrY1Jb9Bh9lUNVTfTfWemc41w320gT+UlDsW4u+NOnkcP/KcmT9Jve6v5f9jDQCl15jlHRC95p//+Z/vN71mVkAkxfLTttTv/rTPrHIUag2Adt3mwgsvhN3uAWpHNi0nLAhERHjiE58IYGMQCPAdlHiVpZZNwU8g1gMtLuxLBn0iZg7I5JB5hoGsVAGTq0YSdFWyWQh4JOdog6PFvSuARYiGJ1H0NQ+shIZzencXl3dRdudRLu2B7S/AdXI43w4uWVxy3Q7M+hrsgcPAcK1GZCnBTJ9sPEAaz48MQFUFs76K7L574I6sTIwI4sYtzWNchczZMFgF1jYs8vE6nIBJHnMRg0rAnkolWnOOCVqF17NsxX/HBW+7776EdGGBqrS1ZG3OAVXpUBYOZeVQFRVcZeEquVmLCLDIwOQVMmGLlQVSym1sgAYNrJJsY4nlma7QJqKdvrjNZpBU49OBm2ZR6OXTBBbJ+cNf8g9czmci+CMKMcCW93jE6dqzDG5uDm5xEW5+AU6CLAvNX1aS5+fZ2NHvnVxX2DU6JhEQqf2BbWViAOiwOuffK2+sOOfAnj/+GUtHDNdTX9PJOVPKo7zDzsGVJbOKps3Q056f/ugA9E3PQT9TKSsMgFQEJJPv+jyblMsvvxxnnHEGiqLAm970JlhrceGFF+Liiy9GURQ488wz8a//+q94wxvecL+xf5wCf8IrJozNsoQr+GPHJWxR8ViUkCVSQGgaZmaTcTbs2EIbP+lJT8L111+PCy64AADwv/7X/8JJJ52EN7/5zTNlHdmRE1tm1WuC7jE/z78lILK4egIx+58sQllb1xNE0t96Lmiv6OS8ofaRZgLJ9dWCAgmrVUAhAKQX1nzsIOp0YIxBRoQsz3nuI4LJMmR5Dur3ebHEt10Al3R8IQGb2m4lrCQ1vI/qvsK3JquqviH5eL1hPJQsGo31kEWoONdsPD5EFUHpIno8R7tRWK/29lr8reOhuHc3SssTaumHTmdek3KNAAtN9temSuoFrxmuv7G01GXCtmg4ZtPXnH0+aTv1doI+Wz3X1sGEaf1q42ttdM1nPOMZOOOMM+CcO4H1mgaTQRa71GdyfGqWFBRqApOb6rDVZ5/qNu985zvxgz/4g7jnnnu2dsId2RY5YUEgAEFZ+tznPtdaRi9IgQiOMq+Ux5HQOvKr9fIBIIGV9YiZZcBc3xuRSsnp9+OKXBPAIy4XErxQRzmWT8cHthG2kLAg5GN85iOdCt74a9aYCXxt1+mi6s+jmlsEFnex+5dcQ1hQIL53ALYoYVfXYYcFE1zIwDl+/BaEAh1k42GYa1LcAhRdwPLRGvIjB2DKceMzcY7ZQAYOeeZAPi88jTmGgRmtoztYroWQKUtPHiFuejGuNHFBG3VCNhHvvdVVZhCFfuEcM4JC7GYeIEsPBDlnWWEJAJAoWYlFZ3069w1WECcsSIVA1YZibYw3NvSUl7INfBLx56yValOa2s6fxqwxiSKm6dthwqEICFWVp104SCY1OB8uW1zWMh/gqddnYGhX7L8ui/238Z6tB5l8UD4n9aysGgicd59UCpmkGZY6kFSd6hliIO2n+gH5rDgB4fSuZjIOSCdWE/KWllrkXmRbFdtvwkUsLSsi7CC9La3LRjP5lH39fj+4gX3gAx/A8573PLzzne8EAFxwwQW4/vrrcf7550+93WMprAj5W6xsiPsljClbVHDjAnYwYhfF1RXgyDJw5D52uVlf4/5VlnDWNXrSTF4zeo427tyk9Pt9XHXVVXjnO98JIsLKygouueQSPPKRj8Tzn//8sFK5Iw9MmUWvARBj5Mj4tbBQj+8l+khgZPoxQnSVlE2hy6TbZwGEgMg8MgaU5xwzTQAZ0WV8WQKzOmOA5y6DRwJc6UU1v416PdDu3ZEdlC6kWcvgkcTt2UAImABNgkhsIWC2hZbUqHIelNGW03joGUH1MdfZZADZxLAwOVyr66Ju6M5q9G6HNGFltTo0HjV7a3MHyibnvI36bFpmlsAwM4EyRtU/+ZBPKBNAHjTc6lYBoM3LrGrfdvSTWW/naAAEdZbNld5g7hbJsizoNf/zf/5P/Mqv/MoJpdfU6q9etNmgsY0BofppuewkqDRZdrMius1FF10EALj22mvx8Ic/HL/yK7+yo9fcT3LCxgQCgE984hP4yZ/8SRAR/uM//qM1+JZ4YPAijAPKMVxlfTYw6a3eFcf5ANG2gnEVT9rFMPL6JfXqaMjGwXjIFxgMQiyQWjAbLcICkKC5OgAhUEcwgDg5ycc5AFlEAch/lzTxRHBz80B/AVV/jplA/TnYuQUGgAA4041GK4izg62t89/+PKdQJw8OmYzTwqMDW1pQWUy83IGR7LdP2JcLS7BzCyFxFZd16JbrMMUINB6jclRjNAsDaL3qY5QvoKQubH8enbl8Yr4OJCvv+q897eQREDHmtmevzyTb8/t8OvU8R1DYbOnBiWocg36Lb5vuLxYxDlAximWkXKpxaY6lsA7keVcMLtTUb92ICsk0RI0gkNVl01Vd9dsZAxuADppkprUFQBRFWf7q81rr7wF1AEjur6xiXKD1dX6HBgNus/X16MJlLUygbDG2KQAjK9BjyHDUqir6Okm8CXS7vDIs0cKznAGm3bvDdRhw8mmF5+e4XKcDksBTcNEFywOyNBGjwfnxBKF+GI8ZhRQGjkodD6BWvlWaAKBUJPaPXm0HYiwgHZw1NQ4FmJ6bmzQSg7tcezs3iU6rKnLRRRfhLW95y8b3q2Wj9tmksiwAkLjKOe2r5RzsmBlAcb+8VfFdkYVcXgTIYoDwJAB1mw1izAwmzibu6+DBg3jzm98cMm0AQLfbxeWX72TaeKDKrHoNnAM++1ngpps4IHRRAF//OnD33RwLSJiR43EcdyVAojAm9Vyl56nNqn16/hA3Exlful0ej9MYY1nGKd6zDHZ+PgJYu3dzoGfNtN61C9i/n/9KMGnJyqhd44hY15Eg1FK3BiEg6mBN+zUIBUwCBzMLoZa508cu4lNSUCsmXnu/uDfrcFAfc/iLdbxRFj2bH+txVPGD0cgi6y0zHDhReQcoioINRm+8zgyyWcCl7bxEkAXYWDkluu83Ky4t9dG/N7qnDcBaJU3ec3L5pm2blRBtoGEdqk22BwQSma3S+p1pCimpZdv0Gky/z822d1BTmt6P2WskV0/+Tj9TOjwme1vLziJ/+7d/i1/91V/d0WvuZzmhmUBPf/rT8chHPhLOObz73e9uLVdb9CLykYJlYoyTpCPAkjeQjc+oRJ4RJNLx6ajkr7hidbvemOxNIhEimvUj1GdhCOWd6G7W6YasFyElPXy9O7lPidUHOj2g0w/f7fwiysXdKOcWYDs9VAtLsHPzHMcECKsmwgCqnEG1NoAtLVx3DtYZlEUFuz4EVtcZHFodwK2ucbyfquKBGojePYlHESehcshQIrcj9FfuQX/tXnSLdXRHq+geuQdzB7+B7pF7kQ3XQM7yk5CmVkYSjUcw4wGy4SrmVu5BZ+UgUIxqxAXtQg9M4i+yrSx5EX/kM4/7PQDAjKDCoiqjIuwmNDMXK+b8hW2Jqe5fTd+BBhYINyozpRV4Ih8PIJBknJJAw7LSN3n1ViHL2cn4B/fzxkYLBySImo5ZFSxi3TCog0XWt5sxHjArGAAS6XQRUrmH2Dm+mZy0jb9PeT+miANi/B2JiyNKe1VxXebmYuG5PjC/ABiCI8fvlz/eOYsAOck7VOv09XZyqWHgV6ZrKGVS1+k3kzyXthhCAiyn7DFhp0l7pM9XI7bT+mtb3VpE0qqKbEpRmtYXt1hWVq+cdSFzmwaA3LhAdd9h2IP3wd13GO7wYbiVFTak19aAtVVmBB0+DLe8Arc2gBuMOah7UQKDIdzaeo0N2FatVkZQ033NIPv27cOb3vQm3HnnnXjf+96HM844A+PxGK961avwQz/0Q7j55ptnOs+OnDjy9Kc/HY961KM21GtABJxyCgPaRKwv7N4dXcPS1REBZjT4n7IiNmL9tNVDLyrotO3+eoQE9JaVmSwDdbswsprT7wP9PoOqeR6Zz7t28Uf0IhnTZIFCMyGB4F9OftFEczQgf2XVSt+KfHQbNC3maAryhh9Z9KkAp7LHAiG7FaFBj9ikQVwfNjRj1fn5bHPnOx6i9ck6PCQiT8QoIC3uiX1VlMej6MezSOs5qf69xjLaDgCo9eBNS0qc0iKvVLptK9fYTPNvLwAEzPryyCs9ixyNXpMOCbOW3UiYnD5ZeAONqOETzug/lfo+W10n1w7q597MfQHAM5/5THzrW9/a0WvuZzmhQSBjDH7rt34LAHDVVVe1BpFK47WCDKzhgLMWfiVG8TMrk6MiP3h3OqjTOIldSYKS4xUVTWPuzTFA06Ro6Tg+Esy52/WAkomKUyYKUIdXm3UASMpQm/RMBtftoewvoeouoFzYBbtrLwM7WZcdryhDRR1UMCjBMZDsYABbWJSmi2plDe7QQeC+w3Br66gGQ9i1IarBCFg+DHfkCNzBg6CDB0Ary8x40hiAczC2RK8aYI4G6GKMjqmQGYfOYAXZyiHkRw4gW19FVhQwVYGsGCIv15FVIyCa2zx5OMBZB1Mw+yjLAAxH6Bw+iGzlPlSFZTu/rA8sYts14S5DHzd4OIisMAGIwiBmLayzcNaDEQHoQDyxdYAtvJeYw8TknBrUqcGuZ+Dg+s/Kom1SIoGQapycA3lwg7a4akvW8ottDF83aAUNxkBbQGiTxXqrPhDAF8h9eTHESvBw5OcGG7d3O+EaLs/rzV2rC4X3zhFNTHRO11FEAolK24vrZpZx+uGup4UR+LyyausAiUjunONrK7ewVmXVGzyhY0kmLpFMvctJE9VvxtUBH91nUg0rXdbTwaGbRLeTBKhO++xRKtAvfvGLQUS44IILZlOUjkILdPAgT/ikr5BjN6/RGK6KxpArK9hDh1F9+164lTUGiGxzmwUgqSzhhkO45WW4I8uwa2uwPqq0Wx8w5VRAy5ZbEsNnO9uk3+/jec97Hm644QZccsklMMbguuuuw9lnn42nP/3p+D//5//sBFl8gIgxBr/5m78JYLpeAwA46STg1FN5LAMiU8aDKTWWZ9A1Eld0PaakblYbiZ4nJAC0/BWWoToPAeyqFWIlch3IcLB/EvDKGI71Ywxo717QSScxsKVd27KMx9gA8PvxN895niSqgTkKTuDv1k447kxIGzieAkJNc35q9Tj4xSOfsrYo6gqMjtOXXm8LogGhExIBapGp5mwC9MR/AOknmeov2ykT70bLd9EdWy+f1HViX9sx2yPS7Zouf7RNdizwt83L7H0+xXXbZLN6zaxTeBt+LOuYTTF5eM1v0uWr/XLtoEx060rL6+M2vpFmUG3yuFmHo06ns6PX3M9yQruDAcCBAwdw8sknA+AUxd/7vd/bWE7iompPLTseg2wFco7XTZxjNw//3dgKmatA43VmL0iwPuuAlWVWQO475ONKDIHST/BVFVac+WKIAQElMF4IM+PzqcMb4q6KhgRRZBoRFGDgDdWMYE0HdnERbn4Jxfwu2P4iLAhkCJQJYORgvfsC36FBWQG49wCsJRhDcI5dxJh4RCgcA1XWAWY0rNugvho268B2+wwqDNdB5dg7mHnJGCygYgQUFYo9J6FyWcAd4G8FVYlq7JihZAE7rkKoDmsJ47klVHkP1nRAvS4rhrmB3b0X1Ouh22MbXRYiAzaWYALGAAuLjOF1u8DSElA5BkKM93EllHClZycVY8b/ypKfC+CfsQ9QJCNeVU5Gqtbf9QheS5cOoHLxXBoIU80jQsTuYJm/IQsGPuTTqPS0zPC234dN+a8mU8GWXR28CCmF5emr+7SW70v6vvT50A6+vx84wAicDl4Z2kWlTB+PYRIAQ101brM2AGI1ACi4cfn263pm3dw8sG8fuwpkCkQFmMWzsODB1wwhjKjOTib1tDa6Bsm9+rYy8O0R/E992w2H0qHrbVqWcUVT9xntdpeucmvRq/3CBkizDYoxppmI2uAzho1Iic6u3cs2kina3vOe9zy85z3vmR4o8Siml42PJA/cqJV36ZKjEdzBgxwXqEWadAtq8tvodIBdu9j4JHCq3bm5UK5NyU6TzE2/lc1p1f/2b/+GF7zgBTU/+tNOOw2/8Ru/gRe84AUhA9WOnJii9Zpbb70VZ5xxRnPBqgK++EVOD//1r7Oecu+9wF138Xf5iDuYjGHCyNRZClMLoxajRr1teqzVrqYC/HQiqD8BMAkILuXFNarfh9u1i8dgY+D6c3AL8+zDfeopnB7eGJ5WNBvVGHYZ8+ehLOPU8joYdZvoBQJ9j/qFbQLH01hE8tHHawnnULO6c7z44cdYqrmMQSkxZjbyid4sVVcFeOpuA0SOo4rfaGw2jI9SHEA9pHdi7lpX67e2qUwbkNd04Zkk1UYU+FRjA1Ptj5/oZ7j2LHWa0IZmupe2ItMO3eqa0LRmT8sdWytztsqL+iTf22QmvQYb31Pb/mnH6XrNbppPA2E2fhcn22/29tz4XJvrWzt6zfGXEx4EAjit6p133onnPve5+Iu/+IvGMs7F0BzC/KhKB7IFG5IK/JHv5ADjKlBZIFtfBew4gjjr62zUra4C4wEwkJUdT6GzTqWspvqsFoxn5TJj9bXJH+e/BxQ2gyVmFricA0XbTgd290mw8wsoqAfrfAa0TsY+7QCznkwGhwwVZSgqAn3rLs581e0h81MnEdgtxmSwJoejDDQegaoyGi1lAVONQevrwPoq8vEAlBm4Xh/OA1Yuy2DzDoAMtL4MKniVzs4vojzpZFBmGMAYFcBwDCrHqFzm2R2EkroYjkxousp0MXLdsIJOc33Y7hyo10O5uAc0P4d+P+pnNdtV8A2KYWEWFnjbwgKQdwmGRNG1sFUFYytui7LwRn0ZGQJlBZRj74fmUbmyUL9Rn9VS5bpIqEuV9RGv66+Z4p7FbUQhOwo8E8YS8dPTSJcGgmojse9LRLBzc3DifqX3d3uhTFR2EaNzpwqQ9GdJxRYAImkHALDAqAAOHuB2LFR76vYqfDytsoIZqyjeqTKlthJ4MnR+5Te8MlJGOsTuPcDePXx/c33VPvy+YH6eg0VlOWoco6zOTCKJIWEyBln9OWp1qkoGfeTeAHYralrWCe4AUKBiVX+eSHuHr1JTph/t8gHE5y+r/8JglOcrn34/usmJYbaB6104f4t885vfxMMf/vD2Y7c4tbQelRivzoEBIGtD/C8QsUvXkSMTl59QRq2kJgRqK/QixGB7ANh27Qb6fR4njQHNtwNBwXbczI1vUhOvqgof+tCH8Id/+Ie45pprgtLY6/XwnOc8B5deeinOPPPMTZ1zR46fnHbaafja1742Va8BANxxB/CNbwB33sngz+oq8O1vA/fcE0Gg0YjHJBWgHqNRjMmm4xGqcanVV0KPHTo+jwA94gYrRrF8F0Bap4xfWAhBrl3Hs6L7fWD/fri9e4Hde+Dm5+LLmYLcc3ORXbl7N8cCImGVtrwzaSwgPV8LoFO3uOpzYiqaat4GBsXGi+frcza3WklhnnvQhrIZCPlNl5IFDj2uTQBBx1m93wIIVIeB6sc653hOBgJD102Ua0EZZkE3Jva3/CaTnE/Nv/qwDcfwzaItCmDc4NybvtVtkKY5tqnMsbcyZwPI2iJ5aNlIr9kq+DPLsarklsvNatLX26BxgJnpHNsNBO3oNcdXHhAg0H//7/890PTG43Fr0CixY3U85qq0HAzaWs5SlTKCAJCzMMM1ZIMBAiBTjDl7zGDoDbwxsDaoM0IAb9iOxXlTz8Ze2UJUvIwBut7VS1bsArBgUGU92KzDaeyznOMXLSwCnR6qTh8lOnxfxjATyDggy1GaHmyWw5kOaDgADt4DjEu4Th8GVVzEImYJuW4HkhksL9aQOYusHILGA2Tra3DDIVBZ5NUQhhwTWwzBzS8Gw9FZBzcawVHGip0HwuwcB4A0cDH7FwwsMkhoZFsC62WOymVcNzIYuDmMK74vwOtpnR7c0hLKvSfDzPU5vAwl8Ww1ZkHMAtq7l38aA+zazRM3OcnaVIE8QEH+O0GAGvgg0B7wCcCQMIEQL5YG+ZaI12WB4GoUVmAt0sE6BYEIABEh5Mbyo6s1pu6V1rZKKWfxaJjrdGAFYAiKus9AJ7QqOZdDPZh5EBvxyeGQA2VrqWzs58vLwOoyQgo5YUSlIBkQwCAaj2MbaFCj6fESQ0LBKJd2EoBjcTHG3xIU0DmAMrhej5XxXo9BI12fVLF3PgC0syAdyyhUgUDjsb8/F54vSUBWHRheQAupqwAY1ibgnBJRNNOgpb5/1GI26bYTMEzaIGQdNDFGmayoS5vNEvx0q5rjNgFAHOen4PfK+4LKeCYxgFwVATe3ugoMhsyCY7QmrJg76U0C1m1UxdRwyQ2w5yRgfp5PnRl2b2kAgmoY3WYbYQttfvvtt+NP/uRPdgJIP4DkPe95D379138dRITV1VXMSzr4VEYjDg69vg5885vAV7/K32+/nQGhdc9kFsUnrIIlDEX9UWNRGHOaPsLo0aswgJo7XJ2FKO5iOmPYvn3s0ubBatfvA3v2sKvb4iKwuOjjNPLY5DQgI8CSAFG7d4fxzxkzGadNRMdQA2pjcW3cC8qR2q5f5HQcq8UdQPsYzjuBXjeO2+mM77PTBhBoQyu+fgkyVLu9UKjWJg8MEEhvi8eLzuaPdw5uwlVb/aoB+Qk4M5NogKdew7AQRGrfpgb3bUBgTkAQSEsb2HOigEDA5r1hU9kqwLP5+3fJ32llVF+VxbGJsrP0HUp+z3rc5Pe24zbb5jt6zbGXBwQIZK1Fp9OBtRYf//jH8ZM/+ZMt5RT4U0VQyFnLmcBcBILIWXjyMXt7OAuzugwTVo8cMPQU65XDbPSNS2A0YEBIU6mDUeEmRzxH0XjXb6cFYLzBbB0q6rP7FVjxcpTD9uc4+1begzMGZWlQ2BxS8zLvwVIeFgnMcA1mbQ0YrKPKOoADMlQBVHDEmcBMRqy3GYveygGY0TqorGAGa3BFAeccOnYISm/FENw8u9TQYACMOf6LNQauPw+b5TBl4TMvEQet9syTqvKOZM4BlcO4AFzeQ0UGZUkYZfP8/ErD92c4ybzJDarF3ShOfRRMN0feYaCn1X4l1i07OT/DhXkO30TiDuZsBIHgfEY0B2MLViJGw9iZGkEg3zf08w4ugN5tqtLgD9AUXJqaPkR1cMgzeays+MEDOtrC1GwOHRsiz1EpSj2DDka5HyoFRtK1SV8OmqWN+4eDyXgq1ivrlQXuuTtmpikL3w5NzCL1zhQFzGhU35euxobZ2teXDAO4xnB6Yll5zvPo8rS0xMdYx24IfV5Jpm6nfi1xFZqYmIjHCQHLHDxoTHDOgkYjZSQArixiNHJb1dzYNCPI1DJS6XZUQKK+d716rdqCdKYw3UbeyAoZdSRekbCHJE6HGHazzMjbrSlNO0wfam1I1d5YtrJwwxFcWURm19oa3MoqbMFjvDMZ0Mk8iMduocHlMcSBS5UtSv4mYgyzzhYXYAxxnwqZgCbtwy2BQFo22f7D4RB//dd/jSuuuAK33XYbAOC8887D1VdfjbPOOutoarIj2yzWWiwuLmIwGOC1r30t/r//7/9rL3zXXcwEGo+ZFfT1rzMgdO+9wH33RffUNIi8pE7VDKFa5koNZvt3QFg3Mr6m6dyBOgtIg9b9fnQDIz8Zn3yySpDhg0Dv3csLXIsL7Mar3TCJAigUwKH5ef5InXwdnAfoJ2SsdDQBu9JFkyYASLZPE32/TWwTPf51OjELWQAS5D/eVss8ONOYPA0EAupsoPtBvW9iVSIxGKVo7VcKBEmKaoDUfboJVCHVLwS4mbUNtBbWUGFZAdKG8swD+3YhL9Jvm+9l1mlic9PJrH3H66ctYM/xC+myMWAhw9JWQkltFuTZumU9S4PxyWsZULGZt33azfM+MVkBmtpWzUDQ0QGWqezoNcdOHhAgEAA89alPxTXXXIOf/umfxt/+7d+2lqu5g1WaHcTQCXmD3LiSjQfnAB/nhqoS2eoyBFFFVYEG68z0WVkFUALDwqeNt/xbG2qFYvYQAEkpKROT5FsPqzUEUIbCdDhOjXOwZOBMB7bXh5tb4Fg53T7KrAdrMxRjCweDgnJUIDjLikBersOMhihdjmx9JbRHhgqWDLtjmSzE3s2oRGflPnRGq6Cy4Aw5lhlSHctASNNc7gzBdXowApbIdms5qGregVtcBGUdEDk2vuf7IAAV5SgrA1tVsCM27qqsi8oRxtk8yqyHospYh7WAMQYVDBzlcHv2YvyI01gfzWuxhutCwK4lJrz0OhZZTp70wM/AQNxzHD+aomCXQFgGtYQRJCCQ/A3MAf+8SxUDKjxfG+Mx6Pg6Da+YVFuYP0RMiU6xLZcoui7L4kCvZzNJu6ZWYCVVvDPCiiAfEyePx8u9hlg/ChCSDiBMjDQQsfNl1taBe5l9Bth6WwUak28fYdJ5Bd1IimNpI62oa9aL+k15zgCQvg8HZgD1umxkeNcoBoA6oB5nDAygndybgGh6GxHgiF0unQ2KKKwLwIQDARkxu8oHI6NwX76PqeDezjoGH7VrmI4LpJ+HBspCW6v2MQakg8KK6HgcAgBpZpDERRJjalbZzIy9xenE6tekKCbjeUg1PNJvxyVcpQCitXVgdYVBbKlK6UE3QZeErSlgqAQQT9sRSAy1xEDIc2D3Lk4QkGXA3Bwoz1rJFFMVqFkbaAtg0OWXX44rr7wS1lp0u128/vWvx0UXXQTarAa2I8dMfu/3fg+ve93rsG/fPtxzzz0wbasbRQF86UucKn445DTxX/oSA0Pf/jazlWVMkflHGIkSj00vUjUBQtIvZEyUINOpli911LHKBBhZWopjz549nN0MiODQwgJvFwbQwgJfQ8Y6lWo+BAQVNpFcT2J1+Gsqsz/KcDg5xqYvZBMAJOedRWppwZNziuR5BHnCPC3jPQAYUJZvCoSStURhTU8MuRpwul9AoMYnMhMIVP/lwXxW0YMq7eQajZa3UlobQROXXK/lfdOVdf67MfHQqY9ou8fXdBJpmBc3c7ap5bfeX/iRTJ78RAGBgHo0hVmI0FraVJt0+9Yt6ub3ZrKYcodvKzNzp9gYDEq/T2u3ur6zcR22Agbt6DXbKw8YEOhDH/oQfvEXfxFEhJWVFSyIy0cisvilPTMEDLLWgWCRkawuiAuXjanMx0Nkg9VIUC0KDnw8WGdFy3q2SDkGSseBf6E+VjFBGicg4zcTkBtY0+UgzYBnfPAEbrt9VP0F2M48yg7H4ylsjpUBB3+Gc+yqVVpU1gFra8h6PeQrh4CqZAaJNcioQuXYDSwzPhlZNUJvcBiZK5AN1kDrq749gNwO2fC1YGDEqYnYf2g0hJtb4DgcRAymDVaBwjJIsWsXaGER5Apux7wDm3fYKKssxmM22vl0BJt1UZguLOWoKEPpchRZHwV1YZ0omDnKkx+G6tRHIPM6VSdvQPQJWFoE8o5Dbiw6vQxzPQvGQTzg52xMZ2srZLZgXWCwHpkHgTrv3ZoKMTil4krBFKaPdDSdmnuKGHD8HwF/ElMz9JhAe6d6mnIn/SVXHFefFS/EbiLiWE4BSPHGr76QBoH0vTtvQI+GXJOUXi8I6/oAOHiI75s8yBL0L8fvg7SJs5E55byDoLyoTUaKGBcdn0mvy39Nph+8/9vvA/NzbIgsLjKjzmQMmBjyrpkSHwyJsgylvPJ2k5v6yqNj9omwgsJTDACZv7eK+wNZiVY/jkGnHYLLhsSWqWklE0xCVddQZwrGEgmQAdSzFQrTRwAhcQXLc/aX1HGFNpJjCALVwB/nvNthQwavMLBX7IpajLktxV1s+Qi7p3rmgxszw49dYkbxucu1gouuR5Tn5jxTqj/pKieAUIjlAS67uAR0uvyZn2eMtcEunAkMohlUpi0oOWmgxZe97GV4+9vf3g427MhxlQMHDuCUU06Bcw4f/ehH8TM/8zPthQ8eZPbP2hpw6BDHBLr9dg4affgwu4Vpho/EYJPxVSekIKq76qrMiHAuZlnUol1nU2aQxAyan49ZGXbvju/S4mJ0292zh4H6hYXgZuZIM/XkMg7Og6whOxpQZzH6OtbMJx24fyMAKH0xZ33H5HjdDppZpNqMtP96KCu6E3gManLxnXJp58s0XTKABlOYI8dUNgCBJuGMyXulsNfWdM94DNA4T+rfUwdc01jHCZ1CLigD9P1iaDZNHr7ltlCd9mOOvq/E15cath1rmQ0E0irUrDILAHR04M/k91oXjkrSxgBQKjN1krYy01HPNr0mbt9+IAjY0Wu2Ux4wIJC1FktLS1hfX8db3vIWXHTRRVPKxgWuoojeWmLfEypk5OICrwM86sGuHMN1mNE6jPMuRGMOboy1NWA8AhWFT4VdeLYIUA/+DHBWsCoyIRxxxqKcAzi73AAmQ2FzBmk6/UB/HmddoL/AMYJMxwdyNnAWWFkhTgPvchQuQ0kd0PIRmIqZTf3le0JWmtIyEwigwO7OqhHmxvdxaKLhANnKfQEQye0YVI5Akimr6eUejYHhMMZZceTp5pU3tB0oJ7j9p/B9D9ZBoyHIZKi6c6yfOkKJDI7YkLV5D2Vvnu8V7G1XVIClHKN8HoXpIcsIppNj+OjH8io8ordObSGfgIV5oNdzIOOQ5YSFOccMdxJXwMgIIwPOekaW4z9JJi8ngJ43HjWwF1ZRlcsYEN1XNFjSItL1iAh5so1/sHYXsoNJvITUsgT5OEA5x5IShlmWwWWeRZR1YrwFAAjMoOSF0WItOEua5ThJQDQuxFVH2mF5BbjvcAAMAwgkBroGf7SLmfMMPA36SPvJ9eT+VFYaAphir7PRkGEW0O7d3h9QQKMug2Q6sHc4t28L3uB/Ky2BDL+zDoHNg+HAvy8U70PHSnLgPjEumBknGQqt5SDs43G9HdQzDysZ2s2iyTVOtnstJgTHFtc4+S3gGcDf5+fZoBJ3uXSVv002axjNUhQJ3uW4bdGUzcsKis+WgC1tjBFkK46LsrYCu7zKTCBr+TzDoXfftQzWW08xtGBXXKMyEBkCugIAZQwm7todg2mHtjD8yb1x6plmWFisgaspOK2/T1v03xAM2oLGNBwO8dKXvhTvfe97AQAXXHAB3vOe9+woTCeIPOtZz8LHPvYxnHHGGbj55puRtVknVcXuX/feywCQ/L3jDgaFBgNmCkkMIO0eJn8FZG0CReS3jAtyvGZjpqA0wGPM3ByPL0tL/r3o83fJ3Njr8e+TTmIQSFhBug9WFQO31rMvez04AVBU7K2QIRFoBoHkPp3bOABI0ws4TZrGuKb2EUlBoOQaZDI1puSt5dIqMAjEc0bjsBsYR/eTet9AI28CgQDAJVtCV1RPVWIDAQ13NIuFnq4UNklje+uB+0QBgPweArbyfCeZGtuL0sRmp9p63vGR6c9IhzSb1SVsWt31mujWpA4ATZzHueix4jjL9caWBdqRmVmObd3efnw7lk6zXXrGMlp29JrtkQcMCAQAr3jFK/DWt74V+/btw7e+9S10prg0CJlB7HIBhCIqbWGI2TTRCPPAkHPAaAAzHnImoIoNOBRjdjuoSpCtYEYDdoHx8YZqAIELJ4UjA0cZLInrAb8xlemgqgilzwgGAqp8AcOFk1DlPbi8EzKACSCwsuwXuSxhVBgUh1eRDVaRG8DYAnODQ36BnFBWBr2sYPumxyBPf3ifD5Xq0Fs9CBqP4BzQwQhZmaS4NpOvPa2tseFFgOstAFUBM1jnexdWRVUyTcflbGx5qfrzcCaHqyxsUcCWMrAZlHO7UCzuArpzcCZDYTNmSDlg7Doo+kugLIfdtRfld57ug1GzdLzulHnfqsUFoNtjICIzQL/rfLISvjdmAlXyeNhFrBz7hlUgTlVFBoEEPNazmg60qZkx0gGnvFoEz/6hGAeoNnT5UZVBGw4ODe/eFZ9PAhbkuV9RRXALCu5kJmP3JQcG30ShIXgjuYF9UVW+TRTIURRxRRlghtSRw8DaELDiSufqqKtmFYlyWMX3xci1NHimXRRU4NEA/sCDH8a79nQ67Ae4Zw8DQd0uQBkb6yDUggoAcXXP+BVBBy5LFDAsGOLrlZUHLSwwKuIiooOPfeT7CRnPEGTAwkmgcFuBhgOOf+SUyqvanKS/+UcykRlMM35kxlVGAxnDhpd2k9MBWqWv7NvHxpicZzuBoBmmEo35hL/TGEBVxf3PulDeFR4lBh/nDhwAjhyBLcsQLDpkSio9K0DAXSLfJwAGGJXLoRGXuXnuUyAGg/bsYbBHg3Em54FnaRcf05+PAcmVfa0PSZtz2sL/sQCDLrroIrztbW8DAFx44YV4+9vfjh0K9f0vt956Kx7/+MfDOYfXve51+N3f/d32wsMhxwC65x6OC3TnncCBA8wEkvSo6+vxo7NlAJEhpIF2AUuyjMcDPbfJOyPbgNp8E1g/ec7jz+7dDAYJ8CMAyN69wHd8BzOAusKcUwAUEM7vTAbX4XErxFDTIJC4vPrvNQDIuehOqsc9EbmXrRhJbeObrEQ1WLtkTIgZFkTVieeZjOcqBey31SeMm2r6TkEUf2F1/P2g4jewgWYFgUL5GgjEJVuBoFiofrHa9i0axuJK337lYyjNIFBztWepWxrfxSV/j17q7BgK246vpdkOnOlh5GjUmu0FgIDAeoMHPZ0LC/TkwZ/NXaqh72wJCNoYBBJpwl9SHWNaFbaijuzoNUcnDygQ6MCBAzj11FNhrcVf/MVf4LnPfW5rWdFZNCta7ExfAobU5AKAYBkI8ieg8RDkM39RWYCKMagsQWs+jo6zPlNQwWBRslrBrk46HH2snzVdVI5j+zgfPLrqLWG8ez8c5RijwwwOqZd3QVlbA5aXCaUzqEqH7MDdqAqLcUHoVkN0R8vhBags0KESvZ5Dbhx66wfRNyXIAGZ9HZ3RCjI3Ru7GHBi7Goe2EyJETUoLWl0FOTaonMlBPjYOEQdZptEAGI0ZsOn3ObW8MUBRwA2GfBfeHUay+lhLqDpdVL0F2N48ql17Uc0vocj6GOeeIUQGo94SaHEJxb6HofyOR4QBM/WGWloEul0LSwYdY9HJ/IJ9LgCX84HCGfQz5Nh4Hwx4t2S3smUdzAnKtKt3MA0C6QDLU4QAZP45GaAeEFpZjgIC1WMDEeqrUh7t8kCBE+Pe+MxIZNhNTzwRhQFB0lFddFXSIsa5pLi3nl0hTBaJkbO8zIa3sIPK0sfHUu1UUwopfq8sBxMP7UVwhupZvKwFEQXXJycMF2PqSnaew+3fDzrlFJ/6nYKyDGP8e62qoBVlzwaROHsCAsEYBhYEyCpKNVGZwBBzo2F0h5PrjIbcj4oKGA9AZQkjk7rWIHybTQCuerlKQB+9LYntRJIdTAAjof9pd7NeLzKl5L7Tleom2aqBpIskRcMho1E9nbNIAgABYFcwWeUvS+Cuu+DWVuFGBccQGQ7iezgc8e80a0ymjK0w2GW8XVbl57xbC4H70q4lDggt7Ubk3cAWonvK7r0KqENYUJD4Y6EZ/fNsAojS7zOpMptQeLTCtBGjdkeOn1x22WV44xvfCGMMDhw4gL2S4rJJVlZ4zL3rLuArX+FA0YcORQVHwPThMK586SDrOm6duOHKWJLOd5rhImCRjjumGYfdLgeBXljgcajT4brMzQGnn84AkIxRKWtGxij/flmvlwX1tN+P5eXaAFye1xdGdIY0YPZ3YzPjm/6u4xY1GetNIJC8/+G6AkBnEVBqqdfMIJAA3Fx6+r0dK0mAoGYQiBpr55y477vaNllg3fCOav0rARs30ydC2fsDBNoMADTjGRsBoPT79kgEfloCmB9TObYg0PYBQPVn4Bx8HMP6dsJRPiEZZ2q/WwtP2bZxg6ULXBNvfIPe03aeWUXrNW9605vwyle+cvaDH+LygAKBAOB5z3se3v/+9+OMM87AjTfeiF46wSoRO0FcxDVRA0AEfJAuIkQgCFWJrIpZj0xZMNgxWAN5H3xXlqCyArkKrrQ8QbdkrXCUwWUcq6S0OUoLVFkPxdI+lP1dgCFUpovSGkwOAwwCHTzo96yvg44chnPE9uf6Krqj1RDztCyBuW6FXteC1pex6NZ54KsK5GsryKsBcjtCJ3OgKhritUUkkcqB1lfYNU5e4tEQttNj96pihGy45t3kLGyvz0CQczCDAdxoFPQloXjzFJ/xwGcy2KzrQQtCNbeA8eJJKPuLKPI5VAu7UeV9jDuLKB/+aIz3nAy3tIeVBW+/CSlk1xLQ6XCQ7U5WoWM41Een493BCOwOVllvE3oDX2IqwDLDqyj4u3SOSjJeIYI/+ruOSr7BLGE8A0i+B7UvGUFDlhQJ8gxvGaaMIFEesxwuM0z9Mr68Ybcm5/xqglCm9DOWescOx+0T0gtX3qAWA6Fi4KeywMoyGxmBfaEz0YgbHUWqkwaHimIyGLZzTJP3K3ASAJOAEOeHXQKUa44YI3tP4pXpXbs8iEZc9yxjcNR5cJMyODK1udGmE5wAJw7cP6qKAV8B58g/+7ECEAWgKy0HkLeO23DsGUHOBSAogIkKAEmmaq6zZutInRqCGZNk/ZqfjxqOXjUXQGhhgdtHRJdpk6MEgVIAKHyvKtV2SiTLnMSPggeAxIAdj4GDB+Huuw+oSlSjAlhfi+/h6gq3eWoYi3SymCkvy31fogAesnthH5jrITyVxQVgaTe3HxG7gXW8CyIAzHnj13mQVCBbSp+p/2t83/bvbxMYNDMQpA/aQC644AJcffXVyPMcN9xww052jRNAyrLE/v37ceTIEfz0T/80/uZv/mb6auahQzFG0Be/yH81+CNj8Hgcj5ExlyiCJRrwkdUyOSYFaohi5i8RAaZ7PX4P9u3j8SfLGLg5+WT+7NsXs4NpY1zGMsU8ct6tnuFTG88l9VeB70OiBKmr3JO+b13/pnFqo/cmKC4bWH4NQBBpl1x1LUoBBlIKjLRLQ92aQSD5VrvyCQkCNUAarSAQ+cXFyVM2uM3UTnkUKEmTDiDbQ/85Hu25/QCQHM/rHuk9zHpfm6tACgTd32wg/dqJyjytTaexgI7uXhpc8ByHHKib5NvYYCmguSUgaPbnH9u6vR/P0p9n7fOi1wDARz7yEfzcz/3cbAc+xOUBBwLdeuutOPvss1GWJS699FK84Q1vmFpe9H/RbwQEkklGJNV1jHJjgrWgYuTZPmxkUMXGLg1WQIMxA0FW7fMvtLzsDgSXdxkAIo7TMrY5Br1dsPN7gCxDRTmzf4hS2zDIkSM+NNEYyO+7F3ZUgMjjN6sryIZrASMwGYNAXTdCb3AQXdGd1leRj9dAtkTHDpGTQ1Zx3JfA/pEJ28G7xFUw6ytBySLn2PhHBuMKjpk0Vv52LrJGXJbz4OYHA9ufC8MCm0rcHi7vwJqc3ZXAwNB4bheKxb2osj6KhSWUC3sxPPnRqPaejPW9j0TWMQEEErtsaZHTwjsYdE2JTs6/c2OR5S48b1NVALkIAoU0u6rTlCWCsQ5Xz76iO5lsa4oHlHYuRPaPfM/UvnSmct6tC4AKHl7rrPxd6PzGMNBG3g1MAx0OcE0Gvwa1RCQIuhXDouLKVpYBoKJkUGx52Rveq/EFqyou71CfOwLzpQqZ2IJJ4e/ZORcAn5rBYQwDMP5BU7cTXXiyjN1zTj6ZszZ1OsBcHy7vIEykPv4P+XPF1dga2SSKKOby7K0HvsJZiDPKDYdxBV3i1AhzqPKr8MGFzgEOkREk8W70ZeV/Ab+Iam6hAOKz1m0nmWh05jBJGa/dyTodBso0gC7xhNrkKECgVgAI8MBNw/vig0Drg1xRwlnP8DlwAFhdZXB5OITz2Q3hHBvI6+t+AI1tHvZLn8w9/4583+n3PLjYZddJMkwh7HX8gAFmCC0s8afbYaNt914fcT+fjHMizdfgWgsoW8+DQZQpV5FjBAQNh0Oce+65uPXWW7G0tIQDBw6gOwsbbEeOqXzsYx/Ds571LACcCOPnf/7n2wtby8DP8jLw7/8OfPWrzBASFpzMZcKaA7izCeNSGD0CYgvAouMFycoZIJZjvLawgsQNVYB3AXtOOgl42MPi+HPKKXEsbRorBAQCQtpj5wFg18njWCesJQGB9GKbpnrLPaXvQ8Nc3CgpU7Pp+LR8EmgkzGEps4eoDvDJd5PzOALUXYH1opAfu6QWs4FAAO5nIKiZBRS3NNbOTYJAcso0NXY83TYBQLXzJIDMMQeCJgGgowV/6hIXJ9TsvIXzzFapiKG2xK86pjLZjrotN2IDtbGAjo4B1HRSHlOtPZrnMaPolc/Wm28Dgdr2tVwmfD86IGiWckVR4JxzzsEXv/hFAMAb3/hGvPKVr5y+mLIjDzwQCACuuOIK/M7v/A6MMfjXf/1XnH/++a1lRbeR5Bja1nVOYgC1Hl3veOIWVhUgW4aUz65ycIMhaDzkwNElxwiylnxw3pj9wTkD1+nCzc1j3c2jRA6bcfDnlNZbd1/je1he5ntaW7Ew93wbZakMidUVmMEarIPECkYnd5gbHkLPrsMQAyFzawdgUPHCXsXslxzjSDARnMECNFwDjQugKmEGPo18WYAGA86aVhasvBTeyHUEVCNgJGBAAVAHnDXKMsjT7QJ5Fy7P/GqfZL/KYMkAjlDlHbg8h6UctreAYX8X7PwibGcOg1MfjeF3fA+GJz0M1dwS8g4FQki/D3R7hF6fLaeOKdHrsm6VkUXeiSAQWQdCiSzzo7oozEKfD/GBPBPG9wEMh7FzKUZLZL9s7ApGQC0jWC0UqFYAjQmgjSi8wpZiAMiXkyWNTodTo2eeXp7nvLIg+ju4T066IzfEBRIKXVHwPfu4VXDwQbTHwGjMhrx0zuAaJ+2mYkuIAR7iBbGSbqh+DwEESqP3SdBrwwY6dXIf7EruvQs8/BGB+QQiuMUlH69B2EiePWQo9HepVgAHAAYMsqwOtlnP7pGy1nJmtBA8vFLAA0UDC0gChjvue86xu2lD/2jaRlpjkVV5Un3Bx+iosYckboe4iQGhj2BpKQ4es7iFtU2mMwBAaTHnEAO4plJ5cFEUIv9OubKCG485JfaY+50rSlRHDvu4ViVw4BAwWKuDjZp5BXVOWYHnm2N2kMQr6c0jIISLC9GQEybV/DyjzabDv3s+S9ji7pjCurENJ0Ed/QgDEBQYA6pM+1kbrjO99Je+9CU87nGPg7UWvV4P1157Lb7v+75vM1fYkWMgz3jGM/AP//APMMbga1/7Gh71qEe1Fz58mMfnr3wF+PKXOU4QgMCEERCoKNR84YGYdIVJGJx5XndznmB2+vdJ2DmSRn7Xrsj62b07BoXudqN7mEgTsCK/reU31EpGUscgrI/9AyAEhnZ+PAzbNbMpXajR15rFKAjz1RQAqGncUy66JHVNGZt+/0SEeDKe1tzOBmoHgcKZ4/cTAQQCApjTBgABmwOBAPHKT/Zt2dhLjps4zyQoU59TNhZjmrtjY12SsX87pN7t68Bc3LZVmV5Rfd/W3h8Gebxmuj6ThuFKpQ2v3pqkAJDWRfjE4gZ7zCUoFlMW/hqlFrhi5svIMYFMp/Y34eEbn69Z1tfXcf755wcg6JnPfCY++tGP7gSLniIPSBCoLEs86UlPwvXXX48zzzwT119/PfotirfY6KIXaTYQAGYD+Zm0uSXcZCcNJ2XDg6oCKDhuj3Mc4wbWoqpsyHzkyMBmOVze84hEhtWBgXUm1LNJNBA0HPICNwCMV0Yo7z4YdDkiIBuuwaytsI4mXg3OYvfobnQzjjnSHa+iO1rxoInleEBFySBQMEYcMBoz6FPJOlMFWlnmeD5wHAx6PGAqT2bYfaqqgLVVZkcQeSOuAgfo7caKkoFdXAQ6OVyWo3KcIcP52DW+2WEtx1SqOn1U3QWMe4uolnbD9uZx5JGPx/gR34PhrlPR6Wcgwwvz/TmA8gxzPc781TFlIEbkxsIY3i6LObmpQFA0+qDslgxw2FIqU1eKNZqoYyvIQ5vyWgkApIfT2jwkCqD/qzODOSCmhhfWgM5OIi5BxjALxkQlWQAkJ0Es046XuoQJGLa26nENfw1x/ZI2WVtlFlBRxhhCooSn7SCBexWbqTY8+/sN6H1wexLAyx9nDLuM9boR8Oj3gVMf5hke4D7VyZm1EVbDs5jxi5QSbQUBcmFVhhV6FxV0ABisx7YZDhHcxIDofiQnHY0jeFhVnokS+wb5vtQ0PZE8G2shvmfUYbetMB6JG5c8d7/qTLJPmD4CFgl7qNvl75KiWUSnXm6SowCBGu2nwWASeBQDtaq4rXxWN1d5V5F7DgCrR7jc6hrsYAi7ssbP4sgRYLCqXBC1KEAy7CPE7HBxU2A37NnDwE7eiS5gAG+b67Pfab8HdOe4jxnD2+cXuUxjlET/h+qbauQ/A2Z++eOPFRB044034pxzzgm/X/va1+Kyyy5DvpFr4I4cMymKAg972MNw8OBBnHnmmbj55pvbFdjVVR6LDx3iuEC33so0YSD281ThEdGAjrBY5LnrOW48jtvFkpSxUeap/fuZAXTqqQwASVBokd27Jy2tBPgJIiCQ1sf63TrYw1ke4uKInEsDWzoxwUaSAkNpvWYBf2S7tIsY8km4gtobmQJBMhZlnfqcrkGg5O8DAgQC69mTjl/18alpr9sICJIDa2PdLPfaMjY2jpkNIFC4VGrYN0sTCU5O6Zyqj7rOdoFA9e4d37XtA4GAWYGg+xsEagId2qa7ttd8ayBQXQufuIg/qT1e5nitEepuo7EK9WfFhxAmxpnZLth46XTbLIDQRu9FVVX49V//9ZA17NRTT8Xtt9+O+fn5Gev60JIHJDyW5zn+/M//HHme49Zbb8VLX/rS1rJ6HpVs0toPdGPgNXb60PnCyTpAbw5ufhfsrj2olvaiWtwDu8i/ae9JKHfvQ7HnFJR7ToFdOgluboGZQFk2EwqrkiGFBT1rgX5W1FzNnQNslqMoo0cKEWCKEcpS+VCPRiHEiXMATA5D0RBzpQVW12HWVgIABOdAwwEHwXaWgaD1dXbLWFvnFckjh4BvfxO47yCwcoS3LR8BVgdcdrDGMWWG68BgFebIYZgjR2AGAxhb1jJ2SbMb45DZCp3hOrLxCvLRGrKVI6CiwPw9X0d+6G5krgy6rDFAWTFgUFb8sESBFrBPP2oKv4UNoWBqecaimOkZvG0UaxrJGn4TMDGU1iS5lsQPIABkJEOWYnDos+n4QDqWjnxLlUsdeDjdRybGkPCBkzk4chFOBwGkCu9GV5bcL9qAsFJ1UB1UW0RWoeV462JcmGAdIB4TwCZwDBcNKpCv13AUn4HOiua8AaHZXs7Xify1IjWIf4tiXXiAR+Z058EjKV5WEQAK875DcDEjH68oy4KrX01CG/g6ZxQCBrrw3NV9AnVDS4wgHatqPI5uUlXFBmMAXNyGDLbNStuw6hxqzDO96O4qC1dVnOq95JTRzoKBnfV1YG3F9wnL+4dDNoZXV3mMEQYfLALwMx4x4DQcTcYJSgxQVCU/29VVZhytrHCa+eEw3pC4Qq6sceynsoixwhzYhXI4iBnJnI0fK6CWjy9WFnyvRQlXlJ7xZGsZnXT72JZP6IYTDd0uT3jCE3DvvffijDPOAAD83u/9XkhTviP3j3Q6HfzjP/4jAHZ9/9znPtdeWJh78/MMtDz2seyGJW600ywcYQv2+zGblzAvhQ23Zw9n9DrpJM7utWsXsLjIgM/+/ezi9chHAo94BDOANPsn3lDzUntqjXkJfBGZ0jodIOtMZsWUQP9yLpmn0rlsI1EWsn6HXJOlp1cUmz5AfTxJ7ruxNnr+C6BTMi8GXWDj22m/2P1hfKurG3k223hO0T00W5j3zPCZONnWURcN4mxY54ktCCDTdlJ/vNSnAAUXbvulGmeglnLHW+rXPP60B7mgnagL707e8+MhtWvF59bWX2RfCmTO9sybL13Ta2xd9a8S82AaITOVLMtw1VVX4T3veQ8A4O6778bi4iLe8Y53bKqeDxV5QIJAAHDWWWeFeEDvfe978bGPfay1bLD/lF4Uk3bRxDic2sFi7MpaRtrtZS4S40zSwVvK4SifAHtkMW1WhpqAV3ohztgS3W495qA1ndp8aC2A8RjOGRQFgaoSZItILgBgPR+FCOzKtr4GjIawpYMr2MiiI4eA5RVgZRVmeRl06DAbR2vrwOp9MVvJ2GeIWh+y28x4CAzX2DgbrLP7kDAixmNgNAStHIEZD2HGQ2TjIUw5AlnL9TEM3hAB3dEQ+WgF2WAF+foycpSY/8ZtMOUYVcHKE0l0aERPEmmvMOfVcBwXGSc11xCHWty2Jv98eSg10MVERoZGG5NRK1VDWudjUcrlk2U+SLLEsjGTnVXqVFNApYN7unkK/khmkvBi+I+cI2NGEbN4fFws4zu8uEA5F+O4tN1Q6d180pUQrfB6sItBCWFtqFnDNswIZYUQ+MmWPuC3vNfEIEBVKQdwqs8+YZZRgJOAa3IvAXgiz3Qq4w4Cgwv6aZbjuvFfa5PYJxwZWB/gNDwTzxyMfSjWxXlgSQKGh3sgCjOnk5V8AXgkM5Be3Zffg0EEiELcohbZRiXFleWkQiHMhUL1Eet8JkELd2QFIdOXA9d3dcWPOSsRnJS+Mxz5caeIz1coBgLOlAW7shYj74IGr6v5uhw6BCyvASuHgdK7v0owa2djMGoBEJ2L30fsHly7v9KDTB74CTHIbAVXVbBFCVcUsKMxZ1McF7CVm3hNmh5N+MTW21D279+PL37xi7j00kthjMF//Md/4Oyzz8Yb3/hGPABJwg8K+f7v/3485jGPAQD89V//dXtBcTXq9RiAWVxkQGbfPgZtFhd5X6DC5tE9tN+PKdwls5dk+5JjhDEo85q4fS0t8f5Oh68h59LMRJGprpENxq+Mz/K1IyAWxXkr7FT9PO2rMidPE+ciu1afJ12UaLZ+Ws8ZPiptPE2zdEo1DgQLqYrnaxFK/jbv3WjbsZfa4mlg1UzWpbHGrVUmr/IkfWczYMpM5dV+l8wdEvzf65K1wVc9tvrpvf6m2oJMmrY9Xu5opL5mGSt1DLCm9MpIG6IlzvlxlbZrb2bta/MsIJf81bsSNGRTp3Wzf6adw//dSL9I72ey3ObAoFmqqYdMHVWi+fqT8qIXvQj//u//jtyHxLjwwgtxxhlnYNyUNOAhLA9YEAjgtHDnnXceAODKK69sLaft99RmFyDI6LlpyoJBGMRVIefib073Hg9uAnoYoKCwb5YOnRI1nHXBLV8W+4rKgMQdRKQqvE1EcOMxXOWii5nztjxlDMiMRqDxkOP9DNaA4TpoeRm0ts6xT4ZDNnoOH2C2z5HDDAAdOczG1mi9DvYEJadgg200YqOoGAK2gLjSmJUVdo2xFqYqkZVDUDEGWZlgeeTtjgfIiwGy9WWYYoSsHGHuzi/BoIJ1JmZ7QhysTQ6F78gEHDGCgKwFZUBN8k10cEHvQjBilSZXHpAo3LqjKdnwpdP0L3n+qg4hiKxRASbJeBcUH1MAxDefdWKckbA6qkAh0kBT5rOK+e8gwJF0khjHR0CMYhwBlkrAl8h0mXiB6qn54gupX4Qwyvv/rHcJio/Pb1czQlkyANTvAiQgF9efpC6VBm38iZLAw/Eacg/Jc3GOGVgBAAodSyrMx1inXC30iWsXqQFVjojBIGkbzVjSTSn3TT7Iop4VNftKQDnN8hFgSNgzAgZJu+vAaW0yo7KiS6Wvj3OIz1Tt4PGpgoNnLnrGDwDvy6viB1kLd/g+uHHBTJ2xXzaqbLyP0ZjHnrEPWi/ZAYqSGWJlstQUYn+52P+qise64ZgBJ1sx0FgOvfujsN7EJdRGBBqOry9xWYTdY2u37f9KwzhVHQs3HtWf0yxtr+2RGY4xxuANb3gDbrnlFpx55plwzuGyyy7Dc5/7XNitB0DYkaOQX/iFXwCA6UwgYfMQ+bhUvRiceX6eAZpdu/gjKds7nUmWjMxTvV6M3yPAjgaLFhfj9Yi43Px8HUjSzKNer75K1XYPbdsk+LPepxdesAGsocum1/EAUPgpH2vhnLj123aQqU205e0cL2hNLDa0HCdMxLAErt49pcPKz8mmm6WO96MVDiAsVtWUMLV78gC1VesuHkBpu53GFd3kM6voRaJpxq5aUBamccBfVL1NVq9Dur64nRIBoI2ucSz7BbfZZpv9WNQhBTE2Ayoc3XXTzZMA0Ewz7dEARurrNBCm/rv9Wk1t55xrqWK97dPbn6U+8pkNrGJ5zGMeg+FwiJe85CUAOBbinj17cOONN852goeAPKBBICLCf/tv/w0AcM011+D2229vLZuCPykZAkTB46XxWsmnsUyDvpEyVQUA4vrP3pklaUfKChK9S3Qt1+vDOm+bOofMssFqnEVVxej81vKg7AB2SVgfAatr7CLiDWZaXwMN2X2EyjHM+iq7ZIyGfvVcgiwVbAytD9gwErcgUWgCEOTZQUUBDDwo5CxgC5j1FVA1Dg1ibImsHINsFfhXzgF5VSArh+gcOQhDFp1v3wG7to7KxfgZbLeQDyHDQInQzGNz60nJbxWlsWa8o3n00cpE2qFkvyjbaYBj1PtQrT9pFCsd7bTiq65DhrgD9GQ1t8MAkMkZFDE5YDKYTs6giGb7GM800Z+8kyhLXqMxGbeLtT4THNiQrkq/zxvS8hCsxMFx0QBuGOVrr4BzkY0jv6voGlM7SLblkuIbHCRa0m5L5jBD3g1IG+iIQJc0arj/hhVk3SdqL62Liq2cS/cVaT6jypA+LvZL7e41dVgIL3Hl3YrUqrGuW5MBL/27LL1L5zC41DnnoitWUfBvqZv6bFVjqh1mrQI7HJwOrO77QNhXWT8uWUgbu2XPACq9u5ctoivXYN2Dk2V85inY48R90YNC4lMlwGNoO8t9fHmZx7jRMLrpyfeBAqcEEArAWsGx06asPqW4p4x1gQRnS7iSGXeusrVmmqZAxd+zPa/HPvaxuOmmm/DCF74QAPCXf/mXeNKTnoRqm90Ed2Rj+bEf+zEAG+s16PejC9fiIo//u3axK5cAQ3NzEQjq9+sAj3xEkWiy0gTs6XTifmEFzc/zcXNzdTcwY3jfRqLnUyBOhiZLACSKc5NaIIm2SsO8LHNwOt+4OgNo4hzaaJLyutxG9+NcTHs/q9Wiry2u0jLvzWA5U/prI3bLcZKNQZqUzayOCUgXgWnhzQDOMYv5WjOE2z5TJDUYtP6Xgl/bDASJfdB0jZYjtufCU4RjO7XHeDq219a/mp/f9gNBM8A64vK9UbmtgD8Tl3ITOh2cCsC/hUvqdfIUOEqPFV2kDShqLp8Mjep6G4ReDZJlGd71rnfh2muvhTEGg8EA5557Lt785jfPrBs9mOUBDQIBwE/8xE/gtNNOg3MOf/Inf9Jars1mrxERBJxp+MwipmlOo7h4Zh2g09VtlJ5Qix7U8xy8moCYpANgvc7NzUf3eGthMqAqHVxZsV5hTTAuCIAbj0HLh1UsDS+DddBgnRk5w3XQ+oANp6F3ryi8ATUYRuNoPGZwaOTTZg8GbJANhrx/5F1OhgNeSR+NmFk0ZkDJDIcw41FkvbgKphoxEOQsyIEzszkgH67ArK+issD8wTtqJJPwXieNG7JqRd4Wak/XQSmNftes8LPuXJoRBEyMphNnaeqcUnfF5iBV3oQOzLGpqNcBZQYkq70dFUCYKASqNZkPujztI0gjwOCKgCVZjsB4gAPI+WfvGV5ra2wsr64yILi8Atx3CLjvPo4RNRxGRoO4xozHcKMRs0AkcnsAF9Wq6ET7+5uTbF/S1oJsGvJ1Vy9lWQAuvIicba3Tgct9dj4Crw6nL6W+bOkBr7DMB66j8UBZAMLMZH8RdlEAlBQw5NtEqw1tvc3p2VD6gQwQG82sukxVwa2v+/g7JSaYQzrbTlIvmchnlQlgQs/mpc+oJspILf2v1GUU6u/KCnZ1BbaqmB009OPL2iqwsuzdVFd5bFlb47/ra7x9MIyprysbr1mW3tVRKmoj2APL7J+VlejKaqV9rB8TS55NAwBkY193AKpiKsNKDhO8ylqlKFkHZy1s5WBH/lnN0N71z2wPK8sy/Omf/ine9KY3AQCuu+46PPGJT9wBgo6zPP3pT59JrwlgS5b5jHVLdfewXbtiAPhOp32eSYWIywvTJ8wHPrj80hLHIcrzmC1Piw6kPqsEgx8+SL1mAZECgCJwXju26XoJE9f5shNvQ5tV4Y0mxJqF8zSeQ67ZVG7WAdP5o4QZVJa1i+lbbWzimdr92ANBzdVo2FjTP3g+J5nX08W1Ftl2IMiB9ZsQx6V1Nk4+UWpV9gOx7nlpl9XPVL5v1UaN55XFzmknOn6GcKzL8TW+2wGNel2mAR/bjhcooHlqmaO88KRK5Wa7dlK8bbGpuZr8I3XlSoGiWa+l83k0hWXbSIgI5513Hg4cOBDYzpdccgkuvPDChzzb+QEPAhlj8Bu/8RsAgKuuugrDppTDXrSNm5I0AhjkVyNmlXRxQmxOfX5AbHCaOHYjtnRaXsT0OkG/0TEdTSdDNt+L1ycgM96gAKFyBhbEOl1ZIj90L690k2LLjEcwq8sg74pARcFBm4dDb0h50GfgV7iLsXJ1UIawvJxiEBU+MKvEICnHwKjwQVsHwGDAoNNoCPJUaHKAsWMQLIgqzxBwcEWJzvoyCA7Z8mGY4ToK7/nhnGe95wDgfa6lDf1JiYRKrOvruIRRfUD+ThsommZyHYAqsG8MjKai+Y8c7XxmLEsUPjEtPNeB1PGGiN28+j4eg88qItmFKDegnDhbVmYC4JDV3LWSj7hCSTwIoZ1JR5bYN5X1saCOAGsD7g8yIkusE2kLBfhgfZ3BobW1Wro+YZ+EQM/BfckfNxjEjGQgvpVux7uw5XGWk7TuIb6OPHPi6/hHXAN7CNGNLu8ERZQL+j4iAKJznEpcEFyZgSKSzHWUwN0CAjivUAaQAfEvoTZLBwII6iqoAziDHjyjzw8wrgn8EdHbdYoSaxmIGY3ieyzPSANvLUCQPv1Gc7AGgOJG/7cWI6pBOayY6ePGYw4EXZZwy0c4IPRoxODiygqw7IFHAWhcw2mF+SPZ7Tz4HFzAIH1XgUPiMliBjxl6Rs+4YGDI90cMhyGTGV8jcd8SsEvaX0C2sf+URXQn83V21kXPkMrG2xhXsONyQrlqU4gihj27QvnKV74SH/jABwAA/+///T88+clPfsgrS8dTNqPXhGDMc3P8EdBncZF/Cxh08sn8vWn1SeaqTocVCgF/9HwmrKFduzjmUJZF1pEWYSRtVebmwrxJ5IHzzF9fzZtOfW8U6evKrazR/Jz24iDOjlrCnC3n0wCQBoH8uZ0ad1tf1ok6JBaQ393KIpH/aYqbVONdHFvhujS14mZPsjEQdPRMGnkuWx3rGnsYAARG+7QxOFUlt4Sjhu9pGvgmOTqAYWap9fkwk6nvrW/ntlcjFZ7W3IblNifpcl6iC0CphhNX37ZKTNfPtgnVStWccN0Nz7/566frwRpkmkX27t2Lm266CRdccAEA4J3vfCd+7dd+7SGt2zzgQSAAeMELXoBer4eDBw9ODaTYxAJq+p5l1Mjoafo0nb+jAk/zC84uSVqnkvKbycaryQ5Zn4NAy+KVhKYxBrDziyCi4CWTmaqW6IpMBliHfPleNnLIgHw6MWcd6MgRzgRWlqDhkONSrK3wSnsxYvCm8HE2gg974gYBAEhGOb3iXlR8vCtVzKABaH0dNB7zRwFBVBaKIcTt2RkuIytGMGWB7PABEEX8gG1yVhw0+8rJtqYGlgC+AgRo957NDJjpMo6KRE5GVrkiD8kCqAT4kaaiGCfGArDWwjqOUwDnYufp9yP7R8AecYESYKPT8y5hUUsyaUeWmEGZP8ZkMT223I8wxYYjZvesS4pvUi43iA+cUE8vXHrXmfU1H0vqSGQHFQWMBBYfDBQgJOdnQILW1rhvkI/30+tyPW1VjwGhAkiHJ1dWoEbljsJzcoZjSwXgTtpFgEEx+oP/ZQvIAkRATV9HAJsAOjpf13q9gvlBvj7yWwJFO8dgkN/nNFND1ylczwUwzvlPiBEkIJA8C+UiFgC8RnEN35LvU8CJibgXuh2c88GTC7jxiOsMxzGABDReXuZ+WIzjODShaKpPSKflXbwEANMgGJxffRcgyQM2zoM6K8ucNdE6zygqeBatqgBYsZtYEVfxQ3Y2P44OPSuyKGOA7qLk8XCgQDkPQPEfB1vagLPbkoNINylBbaCQHDvrWPac5zwnAEGf+9zn8PznP38GxW5Htktm1WsAMPAjrBxx35qfj25gsm3/fmbwLCzUP5IhLI3ro4NCLyxwGvhTToksoV276mwbyRC2GVEUCJrrT4JUZIC5eT8vtTCY0t8yRwalLMkwpss1LWvrItjAXNELAdr9TNx7pwFB2qrR87HWoWAhweOp4VZrt692zg4EbT8YVL/2Np1/BiDo6EQsZrcNaFJkylJ9MzYDBMnvjQCh2prWFsCjYybJuzVZr6Z2OLaAkGt4vE1A0FFcQf2tT8bORncowLVfcRPzbDrf14ayWQ7e5nY+HipCyizSw+pGItnDXv7ylwPgxFIvf/nLH7K6zYMCBNq/fz+e85znAACuuOKKDdlAOq5vGs4lxg7yDBLT/orowbnGKPL2c7eHwDiRMpKoQwYhSaixkdTs9azOBCqKyNLOcyDvd2DnFgBDCLGVAbiMDVeDEtlwDa5QmYa8UUrra6BxwW5i62ugqoAZDdhw13F+rGNDpzbqULyYTu0tIl8rnz2nKlRcIA8KDdZBowFcMebsObbyYIkFuQIuy2Akc4Z1yNePwNkK+WAZqKqAjUhiJBAH4nO+brywmCgTwSj3llQthk8ys86qgDZ1EP/gHVFg/YQWmuG8XE0fsDLLgLk5kH/oBMQgyJlH//IMJCCRgDsdBk0oz2HyLK7+ZnkNrAqKKBGjmkRsxC57N5vCu/AQeYZFFduuaYYVN8BKBSKuKp/2e60eoFgAAB1cXMQYvq6AlEQhUHaNfaSWQPgpOgYVmxB/Aav8saH69WWNZJYhBsj0co51CFnTNLtKg0O1AUXaoXkVIgRIdj5Aqbi3wbL64JmFE9O4rrcwTryx4QT4EcCtKNh1SjL8LS8zCLG+Ht2m5NMqsR5pNZrmVW5fV3c/BRDYg8IMsz5dfGljOw3WmTF4zz3cbwJTRzGK5FkEEMd6ho+KUSbxqgTkEkAnZE7zQLcoScIOGg543AI4HtFgwOcpxnE8q/z7UJYMCK0uM2Nuddkz4Hy8IteitTjwOUbjAChxIhpbe7xCE2qyJ9uegwvD8nRDROQ5z3lOcA17//vfj7e85S0bHrMj2yOb0WtAFLOBLS3F+D8LCwz6yL5ejwNHn3QSl2laDRPgR0ChbpfPsW8fs4kkZfyePXFlqtfj7ZsFgEREOVLKkHNgkLs/p+IRqbEmnV/T9lDiDLtK1w3yKf1/hneDgLgwJQsoU1FvNUY26QwTy9z1F5dd4itMDLRySiPJIjasetvdbOXAyTMdCwCodvJjgXBsJwDEQlR3/9KXmgUIagP7NlqMVhfZQI6h0TvlHSCkr+u0ehw7IOiYXU8v8qkL1a7pmnW+DSo3eRmlfupPML9mPdExk43OvfVrp3l7tB40i7z1rW8NQNAf/MEf4G1ve9uW6/JAlgcFCAQAl156KbrdLm677Ta85jWvmVo2BYJq4EriymUMRWaQ+tT0Jr84H+LskmeqdCgwo1MgSLOlheU8TcRDp9eTeZBA/V7QO6yN7O08B6q5RVCvB0s5h6oQgzjPkI3WQeXYrzGZ4GJC62ug9RXv3sUuEuSBGTaMlGtIDQBS1nZqkQoQFO5PGVXW+RV5j9jYktMwD9dhhkO+tnPMUgJAtkKWA+RKOOdQwSAbrCCDA1UVTDkObS22XacDkPHUcVB4pmFJLRhEeikdvjPksXGnATQaPdQDajJTk1euXZaxUhrYJkk2sKbZ3Ukn4CwsLs9hPV0tqEWePs/ASAb0VMBPYQUJGJR34vZpGoetuB3KElhZV0qqv6qwHOShZ0alq/OZkcR4STOlOc6egqJgxplSggngmDUSFwEIQFWoqbS3taCyZLdFeFe/9F6cV8g0UCTnyBgAIoVhhkaXNLD+HDUJ6dv1Q0IMUm0QlYFMwDEbWUXy7kxTCOABoLzDwF+IBaSYanJ1DwjwYTYyY4QBpNzvai5fQAR5ioIBoPV14MgRuLV1H6+pOShxOonLrzYdsL7dJTsqToluo+sTB3CWfmFhV5bhvvlNuNE4vr81FpRqVwlQH9y9fIH0Jio/Dg29u6q0TenZOcJQkr4vAaF1Jp/A6PHAzdDHIRoOoptXVfnA1Ws+RpoPlF8O+T6bVj+t4zrINT24FaqvsoalylBT24f96cYp8spXvjIEi77ssstw8803b3jMjmyPbEavgTEMAC0sRCBIggbu3s3AjTCDFhcjmLO4yKwenRWs2+VtJ51UTzsvgaYf+cgIAi0s8Hk1HXkz0unEugJxWPMLHej1YlmhaKcyRYHiccSxS5i4OeuXYavijyWdUKKlHi79Phkkg6XFXYznJhfGwcmrUJzDjgrDoOSziSPDtePxx4SRQu31m4U1UxeZg/33bQOA0ms0XHbT59lOOUaG/wyLC7IIFGMD6U/jSafs27w0tale49syIyTYEXZys5u8xw3hkQZVxarP9rbKrLKVDrnhnW6lIgDiM0uH080AQS94wQsAAK961asekrrNgwYEOvPMM/HqV78aAPDmN795empVRLtdwp6I3pISN+ST5wwGGcMf8h/jt2UZBfBHnzfPo2u+tvNF7xHyhdZztHgmc0gCIuAREUCLC2ExD2AbIYBEAMYLe1BlPfCAyy9I7kpQZWGKMZzlgtYBdlSAVpZBo3GkMVsXUxRXPggqPDAg7IXw/lL7uxwy7yhx3kiDN/KrIjJKigI0GjADSYIiVhWcyRjsIQsD/3s0BFVj5FSi48Y1IooxMhhQWCULYZkIiD+S+sn3jo85M8trIshT03b/lzwLCMaA8pyVR0mvqzubvgnpjLIyKyCOB2CsrDWRChbtz0t5BsoMTG5gOvxdgkLziqHx6UoFUEg+ZABLzHg4vMxZs7pdbo88j0yKFJiQZrDwabhd/V408koEA4AqH3OqZqESUFlmcUn2MQErBNwqJbOTDW5MzrkEV3EhLhAFpIcCGBbjQ3EZJ0DCVHDGN5O8wCEWFuqDiL9+MBBM8oyn0pA9a6zThTXEwYEBD2i6eF65ime5BLBHgCCJ/6NnTNkHRBDDP0dXVSFLGAdb9uyv0WhCwRMFxzlKtk3eTX1bokwUJVxRTbaEc6Gebm0VuOdeuMGgfu8TUeGTftlaCfluI8gjKeRlzCoLZuSI66sD/xZgKcvi9SSuTzFiEE1iY4mrrDh7llV0F6ssv18jH2C9KmM53RqVjenoVRs7y0H/U5tWK0bp7esVxMk2aZY//uM/xplnnomqqvBLv/RLKGcITr0jRy+b1WtAxKDMnj0M4OzeHWLiBDBo3z526TrlFODhD2eQ59RTufzJJ/PvRz+at0kGMFnNWlpil7L5eT7+9NO5jAZ+9Dw2rZ6dToxfpC0z8akXF7UJq95gYk6ewVp2cm5hv7ZZg60nSMAZWTlU42wTgFO7ftO10nPqMRrOL2w01EHPk0kbafXh6KRBL2goQ1OAmWMiccI+2hOhqf22X1omxGPKwjjOstG91N4NBoEiEKTnvDZQaHvaamPdRHSa9vITB4dCqX7UDNW0njJZ0NHlj2lPmbkfHqt3ZOt316bzzAoEvetd78KZZ56J8XiMF7zgBQ853eZBAwIBvGL5xCc+EdZa/Oqv/up0+jQmgSDtiq5XFDRrSGy+NLi0PpeEaNFM616vnqRDjpd4jrIvgk6Ria1txk4n4gb5Yh+mk00ASHKcRYbB7lM485EDUDGdmByvTId8U7ZCduQ+b0w4NrxLjslCxSihJWsmiPyZYWCoDTLeEBdDy7q4Gu993yFZyYZr4Rgiw/fglSOXGQ4cPR5yjOBiWHuunU60hckQspyBoHongB9/1HZdV2HPiJKjVyJnVRoEfFC/J6hnuhPqT2Nn8+fxq4IOYNeyPIeZ68PkWQApaw1iTACGAnUNHuRKqW6ynwg4dNDfq6K8S1wUMjEOERDdXLiCMUCybtsAGiVoK8BGtK8fyXmFbUQAyfOQFyzLlNsO2FWoqkAqrpcJTU6gjGCyDNTJfcBwN9F9GWNRfaBtfpKZ2fg6CRAibWFMsyEkzz6wg6SMfPcfYVWl9fFgYlAMNNhmBSSI76zTTBVhAWmjRZhCAvzoZyTuZMMRuzQ1AEHSGOmqVW2vS37oNvfxbVzTOFI6bqOqAg4cAFZXeHsAFsPl45dUE5B7EBZU2hZagXMuuoRZAclU3LKQNczG2FniaiY3XnlguxzH+EJFxfdiPRhUST39dRz4nFLPwEBLmGij4YQbnasq7yZa9yjRtmT6XCYUpA2UwE6ngw984AMwxuDmm2/GlVdeObX8jmyfbFavARBduMR9SzKIAREIkeDRe/Yw4PPIR/Lf3bvr+4Tp8+hH8+fkk3m7pJbfsycyjASc13OaVqBkRUsAHhkfpXynw+7L8/OgrvKTn6B4NAzaDfNxs2mGqCA0gUG1sb8B+MmVTqBjq8lnNKolPdDjLIlbrgbi2wZOx+UpvQGrDeZ2AGPzrJhZhXUhWfRsO/8xxVTkAjXwiWqbm4EzBaDVFkUaQLxtB2ia583jL8fgmm1tNUNb1vtoCgCl8MfR173pnWjuq/FarbfQuKgkuzZZ1ykA0HGRDet7rF/ord1p+mw2CwT1+3382Z/9GYwxuO666x5yus2DCgTK8xx/9md/hm63i1tvvRUvfelLZzpObDJZIBL7sm0SS0EhDdgIaNM00IhLl3yEWd3v8wLbwx7Gi3S7dkX2UK/H+wUokviMwftoYRFEdVd8racUnUWs9/fCdrrIihGcie401hGcc5wJrBjxO1g6uLIElRYkqbpVxprgTqOVsVkXgLQipbcRwG4fVTSaAKAqkflAq67biVmQihJEGWfAIsCAYwHZMRtHAq7J6ctS9F7vklUDglSd5D5MckNZDuTd+j2nN+zcVK2HwjWi8tReOO04KjAx4EEaf9KiBLIMrj8H1+tHppFh1o/RQGYWQRfKs/r3LAcoq4NAeQ6s+ixexoMS8G5yhQcDhCnlXGSICcPBIZ4HmGBnpK1IztWN4CqCgq4YI8bc8Q9VrzhLnwFYCZcouJVX8HzfC/GRAqjX1vYp063huYS7QDSsSN2VBvpU0Xgu0VZlo7qYvMBKyXf+pa9Nlc7BWXEJUpa/c9ENIqWENCAEASiqqshK0a5i1gNHK8uRsdUiG+rS1kaDtLIq5XkyaFoLkON+d+Qw3PJyPJnWEeVc0i8k2PXqqk8Rvx7vSRtmKUAk4E4NCFLlypLdu0Zj7lcdH3urHMf+JmBcpfqvUzHQhC1UFT5ukLCQVKyPysdHs/4d0oqwtTGDmxYB9oox3GjkP3U3vvTxV2l4kQ2UwLPPPhsXX3wxAODyyy/HrbfeOrX8jmyPbFWvCeyfU05hgOdhD2PAJs1QISKrVbt2RabQIx8JfO/3At/93THmTwpsy3Xm56OysrjISs3SEl9z9+6Yrr7Xi+NbiEmXrIq1jZl++4TLb415WZeJXq37uYBBYWVNAVgBrM/qZYhiXDXtWivnlrFVAKH19RB03zoH8p/aiyjji5ojyd/nRHCPdEzfAOmZFQyapdxmznXcpFYp//FqZbtdaX2BhIESYkOq+XQLgFC6ztFeEMcJbDqGD6SNWtNyX+0qVVo+BYPaym1ONtvcrX15AgByYfs0AGja5dO1x/sDIjw2MuudbN8dbwYIOv/88x+yus2DCgQCgLPOOguvf/3rAXDU74suumjmYzUYJG7xvV4EhlKShmwTHWYWV3gBaLQtqidV0ZE0A0n2i/4l+ggAuPkFuG4v1FuTVLIMyLoZBrSIYWcXqiyD5bDQITGPHZQwa2thLnLOgaoCsD5bkyggDtEdAuA02ZqVMvWm5Ytrnh2dQ3B0rRxfJ8TfKJB5I4sPdSBbwuV5PB8IRA5lRUFf020hp+KYTRRBDoCNs1SEjBHsed+YnV7dp08aWu6hpQNQ8r21yTRooDuaDtgpDBKjaGk+vk8ts5Wqi8a2ArhJFJg2lDGgFtPMdzzQY9mYFuXKGDbKQ1wbpXhX3j1GLMuQWtyxG5lGVWuKsDx/RWMYDMIKKUm7EsHoGCxiDAtwkGUxfT3gA/hWzPSR84uyPRxGBT6ZrGsTfjof1e7Bf/QLZ0zMqObjDNXYTuFlhnr5oZ4XARl5FNq3eaYGAKeySQggGgCfCPqQGlRC+SZlVthEmhkkH4nnJKvO4nZXlq2uYXIZ/Uo0ijxTk3HWLz/GOFBYpHWVz4bnALu+BruyGoERMlwnfaGCs8pxAPJhnfEkBpvsk3I6GLmAYAEk8kaZBheFZTQexvaSfmCdCpYuZWWV38a/tgJsEcGhquCYaEXhXW7lUjaCocFQUNqMBKAej9nIXDniYxANgdEIbuizlA0HcKurcMsrsKvrDAolgFDNxtxAQ7788stxxhlnYDweh4DRO3Ls5Wj0GgCsVOzdCzzqUcD3fA+DOt/5nQwMnXoqfx72MOA7viO6iD3ykZsL9iwZw3pqntTjo/zV85koRAIieX/3sN5BSAZl+GOTmbRh/q2NfVpk7Ez3pzEAtNIXFqCK+tiRnlfOpyl4QH0cmmaV+GPJWgUUTS6eGAK7d8+owWs9s+3TdCttx290rftN/MXD9BxpwLGME7DfA/dtrlrBxdtNPtOpqxwIdZh16/GTY3z9GQCztHukr2PDSdXfJlBo8zLBtmmtNm+c6NMTAJB8nY44zAIAnVjgDyV/j4ds7e5TNpDeNgvw91DVbR50IBAAXHTRRXjZy14GAHjb296GV7ziFVs6j+gpGvTRekGbt8csInarPqfYiQsLvJCmF8uEbSSkCs2kxp49bCSbenyjquLjy7klmGoEdLsoF3aj7C7AUgZbVnCSjhtAMOKtA4lBpF0RGG/xFfUfxEOn3G39+8SytHy33jCqovFpGFWnglPGOwCgjAMje7u0cHmwt/QCXloHGciZEeNZL04PchS/Zv4h6SBCBDbuO4mRn64strWCZgE1fbRfYdhuInoj8WTEBUv+Oufr44N8T6tDrT7175TuXF2p3ydRNHxDvTIfk4VinKjxGGE1zTnPxrGhjXkV17dbYEYoFzEQ9wHfDmTY7c8JOAFAGGEYrHNQaHggoCjDeags6jccglaTBxzLyA7Rs4XukxMNmLQtUbxPuZYENNUocWoESScVI6jbBfoecc58v9OMtdDHVH8MbgFeKltPFZ9lcFOVVJq8H90GYw+saABIVq7X1+OzSA5Nf7cqUMRMRN3kjjwQJP3HWuDwYQSXOEl3aIx/fgLoVRHYEwBLXDI0yCXfZYV+ZcX3V/X8BQCSfuxUvQWsk2xktuRrCYsImATTRmPOCDb2fW1cAMN1ZtMJGGQtMK6AygPvAvzUxmCpn+X7Pnw4xgmyk8+5Psz65zcYAKsrcMMRbOUCoci1HZhIv9/HZZddBgD4wAc+gIMHD7aW3ZHtle3Sa8L4tGsXx/cR1o8Ef15YqGeu2KxoUEdcxtJVs263XibPGyYhlgkgKIylDWNxMvG39uQ2pKKN1aCzLDYNcvI3dTP1HwIY1LE2xmybwqBwE5FOqziY+rrzAseUe2m57VmBnHQRsukRNB13v4m0XbqwE4L6JyyfJrZPGnF3Qi+YHQyavSlOHJN/09IEpm5Bosrado7tA4CmLVK1vdobb8SGANA0iQth8v+sn22Wqc/wxAeCtKTkzI2650NVt3lQgkBEhLe//e244IILAHAE8Be+8IWz+dLfD6LJAgL4zM8ztqOZ0UAMIE0U9+W9DMXi3mCjBE8SL93dfVjK/OIZwXbnMNp9SrS3kYV3jmzBekUIUOov5pAELXYRnJh6c7PscLU/bPxUHqjJQEXhYwGxEWp7PU+tBshkqLIuKmfg8g7G40mlRSsysjFU22jaj6L/BG1Gg0ByIg++SHvoRtcIoQAYxEGbFcyUNMVGS3JU/y7gi4AaJlPgnJmKYTjUlbuEoBOlKBhUSZ/vYMjtlHe9a5Zl0KLycVNCWnfn3V3kNytO8W6cvxdxQfMVqPzkpldMJZZCWdWUcLIWNOT4C2405lOOx+ziRhQVd5E2N4iq8mm7xW2szUBAsytEEOlwmKT51YJ7+b7T6yJkEpO+R1QHVxsrgahwJPdDWTaTquQgdZQDWyyDqmLgYDzi36Vvo9K7XDWuatfPMzH5eqPKOsBRBh2EsWbYWctAjbzUGliU6wtQIhkN19YmU9tXVbPxJnUZDtl1LD1uPPYATxmNLWOY2VZ6ly0xCkqfRUwYRQIyDdYDIwdDz0Ya+yxkReG/D4FiwABQCECtgB3dhyVYtwSd1uzMBiW0Uam1ztdvDa6saqSmWeTZz342TjrpJIxGI1x99dUzHrUjRysPNL2mttIl6ekl+1jNLVeVV3/DHj13axCkaZie5scP1F+IJkZQ+luA3KbYPbJfpM3t1rnA7DES40eYrGl9/H0HFpDMp6GIGqcdz5WNachnkK2ygtq23+8AENTzqz0f+TgADfNVDQBSIE9t4cBGtrrY37bhWbfNM/ULTv48CgBldjmG19hk/ZushtkW1LV2s/n7mQZktt+Ci4tZMwJATa9C7Uh1cT6lcLk3e0/HEBAKcn++2JuTafh80/5UHoq6zYMSBAIAYwze8573hJWz9773vTj33HM3zq5xAokxDAbt3h2zi+l4N8bEWIyu10e5tBcOFLLCSqBpgGDnluCUcWktUGRzqEwHttPHuLsIm3e5jCE4mBgUGR70AaLBLl0nACNtd0HJ9xZYVn7KWEouDpSVxNOoADJc5zEXHGU9VFkX1nQwsh2d5ChItxsvqScaJlooMIsMQHK//hYzivfXxNgB6iieoo6Ril+woSbVtF9fV4I0axaJMJIyikYqZp+PUxCoJuvr0SDP/apwVUWmTd4BZw7zLKCx0LLE8JaAt371zcfy4ZTwTWWkT9jIHPKxYlgptryiJ8b5aARnK0Q3KImVUrICDfDNSbwZk7GrVhsSJwDS2Ls5heeSlBEqnkjNLUEUd+fdflzdzarmEuY/4XxqlpKAxBoAVC4UTjLEyfmcYwYYxYDRVqHAjd1B9185/zQtXoKdSuwbgIEXZYDGiXbjDugqzmjlOl0gHSOc/1tVDHg4F1Ft69jtSae0X1kBlpf5r7hzSYwNDeasr8f4QKn7m4Bd4gInn+EwAjMC9Go3slK5agx9HCI5TzGOYE/hA0ULu2ptlZk8y0eYcbe+DgxWeftgLb4XwQgZR3aTHj9LYcah9cUPzyX5jcoG0CzYL+lBDdLv90PK+He84x2wszjd78i2yINBrwEwiTa0IArNRVwY+0zKLFZsoJnNoqZVkPB+87tOersGhNqObxIN7Mg7Mx7Hc+j3KNULGpazSe2/vwCYWZlFR3uNqRIAoPQ3gz+u5taF+KkQ8aEaQUiBPTY9L+rPIXUZ8/uNDuh/wsg2P6RZLetNnO5Y96WjkebbbAdgpt5G7V1229RTtnqWtkbXuu398VCOvlU2S1TTus0f//EfPyR0mwctCASwwvT7v//7uPLKK9HpdHDrrbfih37oh3DppZeeuKtnDULEgM6uXcwO2rcvut7PzTGje/duoLt7DvkpJ6E/b0I8I28jAoZQzS2Fd5nGI1TducAytsjgSgdHxCnk4ZRt618EASIU4FBfQsIk5qNvgmTjFJycyBvWLhhCDoCpbFTwCCA4ZhHML8KSQYEcpekGjwd5dzX5Q7bpVUWjbrOeHcvXI88VEKQ/vly6fEHs7mQMp4E3xiiyBUXFLQWUQsV0eykggiiyj7pdoNvxsWcUaKVbs2HAaxoDJ5Rs+T0YxHsTdyYxOOGZD+UYIf4JqrhNTxx6jnQ2utGkK6q1+nmLdDSOCpmcSxg+wyEzKxIDgMSY1w3hHLddtxP6YbOi4dgwLot6H5fKEaJbnj7emPiOBCaU9YweQk2JNCp4WEAlSd29vmaiYKg+44j11qosURHB+k9VAZUx/EHUc/Wzd0Tezc9vSON31JpEPaNiHON1AXE1e8aUmkFnrGwMVixBzrQQAFexq9O4iPUyhgEg64HCI0cYSBmNfOwedZfpaq6s0EocHYkLlL4oAhppoEdYUCZj0Ee/m8MhX3fk2USrK/wRAGg4BFa929my3zccefdHb2QWyq2tGDMQdOQwM4ScZ/ssrwDjAeAKBQyVMRA7kAT3aW77RhmN4AbD0GyzAEG/+Zu/CSLCHXfcgX/6p3+acvId2W55sOg1ABrm1WnAEGKMl6b9IrIQs5Foq7NpYUoDQBrASesv+5vO7z8une9knnAuAruUuIrr81rLc1tyHVaVTjSw4TiKBoB82wqLylkb3Gzqx2AS2JHvssiRgDrTn299W2BmOQGiGiu+mbvcpJygKEoi02o5HQxy6u/s7ThtaJkm4fE3vmctfUOuk54k6Uubu4NZZDvPeH8CQJuTaUPgZuMDvfjFLwYR4fbbb39I6DYPahAIYMP7Fa94Ba6//nqcd955sNbiTW96E8455xy8733vw2g0OmbXttbi1ltvxY033rhtiCIR20yS9XVujj+nnsqJOKjfQ7H3FLj+HACvDxmLojQoOn0U3UWAHKfRrkrY3hwqylBZg8oRnE9dHN8TAmDqgWx1ZcJorf+iPorXjksm1oA8eEBEpxQPqzDOE3k7cFke6me7PaA/D5flGNIcKmJjUhbMxQNHqqAX7kgAKQ/MaN0yZsmSBsy4QOr+RiaCBURMHIJgXVR3E9PsoeCPZdIKxfNqwzfLuA49T6Xv9hgACiCDm6A/pbpJKukCo8akjCtBQsmSANCdDrvouSoGsrXEz2jsgQEJoqsbU8etqSo+a6tClWyzFaiyIOsNfOPbu6o8vd5T60dFyNbkyMBJjBa5IWtDVPXQNZuIL3J9cQHQ9dFl89wr8sJWchH40ecSpg+pkxAQGWceANJ9fpb51rN9nFxD+qT1kE+yEu6AGiBUAy9TMDcVPXNWnsWlA8aXpQIHN6y214uTsbDTZVBKaivXHEtgZKcAQe8idvg+YG0QY2sIa0Zl1wn1blC+wiq/BCHXIgwimwA+tmKQ0yEygtZWYhwip7QNCSBbS/fu4nVHwxhLSDKDlT57mLN87JHDnI1tbdUznOT8fula2mM0QgiQNkWmjgkSOHujcl4e/ehH4ylPeQoA4O///u83KL0j2y33p17jnMMdd9yBa665BuWMAPBMoufH2mIL1eKjxeGU2Y+NQ6YGgjay+JrGBg24yHuWgjAaQErPNQswI2zXEH8sOUaBUyTlZaxS97QRJvZAF62f1O4xBYDC3DED+BOOV9/b9JJZyiTdog4iPQjZBLNa1Fs7efjW+NxrZTZ//c0CQFOvExbq2veTa2D6pOPItssm2mXi+mIRyff7U2a/j1mAoFnku7/7u4Nu86lPfWr2Ax+g8qAHgUTOOuss/Ou//iuuuOIKdLtd3HbbbXj+85+PRzziEbjkkkvwta99bduudfDgQVx++eU45ZRT8LjHPQ7nnHMOzjrrLPzDP/wDioZgqlsRcRWT91fi0C4sAL05A+zdC7f3JNi8C0MORMCw6MDNL6DoLHhcht+MMp9D2ekzsFIBHJRVowJ+UBDgBFAKGhQzIlHcRHnTQA/UqC6sCKPLQY3vPPu7vAtnOgAsKl4KhIOB6fVQLizB9eZRducxdnH1z4eGqQkReeIMX4eMugdfu5iJXRgaUNmtoOrKuw0RDBmPe6h786t65JkOlOecgUtrbKZePirAiIZ63mEjWdA+MZjbAvq2/GwaH1N7OcwFRRGr0+34x2fArlolQvr2SlxvSr+fJi8gV1ZwfF0Pc+EDZ+NvALCOXcAAxJTbQudiihsRgWwFKgpQ1uGMKdYB4zFnIPPxgajXU8YD+W4qfTJtJYrGOvm+rQ0BuR9hYljLZbT7m4AX6ap0uASpzG4+I1t8EvXy+jnWgjmphyZKpw5CXT+U328iVMbHDdIA0v/P3puH3VJU5+Jv9bT3/sYzHzgMooABVDQMRhyTOEejMXGIximij5qI1wFRiQNqvIxRr5GguVfERAWS/IxDnNCgCQIikwzhgIrAAYHDmb9pT91dvz9WrarVtbv33t90Bjjrefa399dd3V1dXV211lvvWmsYh3wOrinjVOSZA2vQfyJ2K2olO2s16tfWBUpb9z4K5Nyitm62iFWzaxfF22l1nPsVp4HnD6dSL4sPJAN7clkWpYqAIG9jgzc3rLd2y/UL2z4M8nSKLl1lOisDOJZ5BMdU4jpOT5PLVrdTArYJIyPXdD0OXtvnGVQ9J90i0GpYvf5Zz3oWAOBb3/rWcAfslyWX3anX7Ny5E//7f/9vrF27Foceeiie/vSn4wlPeMLygE48RytvXu0pR/NOXyCoP63AvQxyLDXjm9LGhdk32ngc9tkiZZ9BYsYMxWNTGWWBz1PCBloow2FfkEGPrggA0QZSG3Vvuar/B8XxqWIFyWdcFiiaywB7GAjqA1Is6rRLe87ic+4992L79nyra9eoK8VjH/sHV13QYwItnwxz9rIbVH327d0y6Bn7rKAqOfHEEwEA119//RLUau8WpYcJ4PAwk40bN+Lss8/GxRdfjI5R/pVSeNrTnoYnP/nJeMELXoATTjgBK1asIAWkj2itMTs7izvuuANXXXUV/vVf/xU//elPUdWsq1evxsknn4y3vvWteMxjHrPoe8lzt5g9M0Mfuh/avmsX0JlqQd91N9K5DkbCOYzOPoR48/2Im7sQN6egmrNQ0IhmdqKx7V5EzWmEeRdh3kFgV6fNRJKLTDucRQfaxIrRKAwcEjSy28SszgGWeTtnHVPKuDw1gJEGstoIsriBrD6G9thK6DBGd3wFWisPwcyqQzG19nDMrj4MnWQMBx7oXMAOOKAYj7dWA+o1bRJDaVot6lAMEJ2VrfjkgE6dYZaJiZ6VsTQtpnI1d+y1hHOCs0qDmJgl68ceEABxRIZxvQaMjFYHDA4DAodqtZ4VQl5A7dGBdJEAUeiuU1PQ06YjdTvQu3ZBN5vAju3UqZotilvSahEQ1GwRQ6IlDG9uD1aQOKCwzKLkidIwydoUVGAYWiMj7oEa0DAIQ2qTWg2oN6ADRf6S4xMUbFmD0uuNjkDVamQIrFxpb9JhjPQccvtMfcWR2EWkQ5kYPxz8N8+AZlsAPnCsD362zIBTyrkwlU2s3Q6VT3NidADOXUhWx7gYAnBGvwrc9eMIqiSrj+KbDlQBGVUqsMHibeaeMq1bAkVx4twR2d80ToCxMegorsQfCjrR3CylhpfACB84N22CKXeAhx4Adk5RX7v/fuCB+4GHtgBbtzqgJMuo/bQ2AIjodwzCSXaBrJA05thglO8QB3lvNFz66igqRuwfG6O+NzpKbWtv1Lx8YeQxvRj0lkxA8wxqNQq4zv9HEQFsYejafWzMlJHPKHAZmPj5FoL4e49T4NDyGwCCSJmxJrA4Y5UmfPPNN+OJT3wilFLodrsIe1My7pfdKA8nvcZUAtC6SLQwY7b9P0uJWZhnvURSeYx075TArf/bjiM0hlgQCHDlLPMyLw5s/VRppdyKq9/2DHhxMEezWKTMO6z4mnxdzibJOpMZv3wC5MNF/ObSPvBTWF1w2cEK84svfNxCGPp2jiwBKkIBSEr9l92+CzfjoXdLiuCV3fwSdophAc5+p0DFo7EbVck2XxSG5TIMy5grqOGsP1tmGR/M9kFJxUTb9IPfCvuWoD2rpc8N9ywmcz9cDn7IQvv3/I7r9yrJYbRfP/jqV7+K1772tVi7di02b948cL7cl+URCQKxbNu2DV/60pdw/vnnl66YjY2N4dBDD8Xq1atx5JFHYu3atYiiCNu3b8fWrVtx11134fbbb8cMIy9CJicn8a53vQunnHIKHnzwQbz73e/G5ZdfjoxXmIxyduKJJ+L444/H8ccfj8c+9rEIhguR3yPM5t+61SWT4UXmmWkNPPAAmk1A6RwTO36DaOtmRJ1ZxDu3ot7cjjzXiNpN1Lfdi/rOBxF2mwjSDsJum9LFs0rFWcMydmHoOKM3zYojbdnAJt9QznLF2yPDcAmN61NSh67VkTVGkIV1dMdWolMfA+oNZGMrMX3AEZgbOwA7D34CZicORK4DrF1L9hhA7nErV3ogUB2A1kTgyDQ0Z4Xi1XptwAGrZOQAMgdumPtWDGZ0U3uPCtqQRor3bQGgQcKMKhUCkYk9w+lzk1r1cTIDizdYsf1ZUAU8PZi3Wdm1i9gHAHSWA9u3It+5i+KxZBmwawrYtZ36QqtF7ljQJtNRh9zDIIJndkQfsQZ/b99Q7C4F5VaA6w0CN6zCGyKIQ5PGmAxjPTpKx9Ubxl0uASYnqPzoKNToqIusnmUFQ4aDRuYy8we3mE5FbB/TFzJRb47lwsJxWoo3JRoZRZcx3m/BVFAdJOMj19AMmkWxYS/B9Vel6LpRSABRUPLAATrOKqKuYgpAECjHIJLACNAbsyqKqJ0jA04ym2lsDDqpVerUdnueA+0WtGSccJ/QmlyfUpNZ6/77gOk54N67gd/cCUzPEEC0fbs0aCg+AAEAAElEQVQIUq4dkyY1rlVA+bjTBxgBYMadmkvBCACNEQK8RkcdULN+vUuDzUDR+Hixzfg5cMZADdcXGHTrEQU06vSuM2CqxHnimACgsVEgYMDOXCup0/PwNVgG9rymYJwJKO4OAtB1Gg0HIle0V5ZliOMYWmv88z//M1772teWt+t+2a2ynHrN2NgY3vKWt+D000/Hli1bcNZZZ+Hiiy+2DOel1musMSWBnwIIlJl06jSn2LFd62IeKJ7weIGCxxvJAmH2Hd+Lyehlj5fvQb+MgyVS0AHKXjwGfZLEjsVKKRrT5bgMOGWGXcXNvmHxqH1JyoYeCwIVWDcMAAFy8rO7Cicw374bcD+RDWqZaSV1Zb2l7EZ4vLb7lxMEAnohiL0LBAIGgCS2L/drF95XPb7Mlyk3GASStkFPZQvn6odD5mXHDWrTBfWRimPKvAlc4LUFXGeB9Vji4/qBfWUqbpncfvvtOProowEAmzZtwiGHHDKvOuxL8ogGgVjyPMfll1+OH//4x7jssstwyy23zJveHIYhDj30UJx00kl4wxvegOc85zk9ig8rZxdccAF+85vf9JyDlbOjjz4aJ598Mv7wD/8QtVof47/nPsh2evBB2MQ2ANn02LwZ7bkMaVdjZOoBRLM7EExPIZyZQq29A0lrBvHsdiRT2zCy9R4EeQdBt42w1UTQbZMypLRxceD0xblTrJQyrjEVEyt3M391hA1TXokPTOajhNygdG0U6cgIurUxdOMxpOOTUCNjaE+sxtyBj8WudUdgZt2RaAZkpI2NUbwkgPSktWvdohkv5nN9skwDaYqMQQpecpQDMmsRnL45ZxYUyOA3sUOsYQUCgfi16gWAVOGrwIpit7sABASxkZ0k1SwgwBmiJSCQr3vzrfn6T2EU2LmTOhJALKmHNgMzM9CzJivT9C7KxjTbNCAaZ2rqOLCsa4AhztYkhVkxhclZUvo5QCYIvLGxHQJy94pjKBMZXdeJLQYYAz2KgPExYGycHvbEOFCrEyMojqziz3FpNN98rqGz3GAyBgBi9yFmWLCxYRaBABgAouvuK03dO9BjQKsi+iZ3yfFGrFxrKOqbUeTiNPF5AmXcB4hRpxhElPEQDPijrIbqXxhQYYggjty1pTBwAsAGxa7X6Jr1OjGvDBMorzUqdZgiCNQGuh1qZ5YsdWwybQJ/b7oHuPseYOP/EADZTU1WrV2wcXMK7lPavZ9VIplBpftDGnuSmojDlThwaHSUmEAcmV/Ts8HEhGlM5dpNw7D0BMAG0/7WzZaRFrh9jTqgFdBtO2ZQYMaBKDapHxvFY4KQACs/25xSJn6Yu29lkGHpgSubBwAxjpgN1Edbev7zn4/LLrsMz3zmM/Ff//VfleX2y+6Xh4teAwCWEaTdPK3pJmmhAjQ22/EcIIandw6YYywzyI/9w/MXQCwgAIUFLZ9VNKT06gEoWivKuI4bcFkB5l0tySjJTOk4LjIZvVt8OEgpCMQLSnZhyZnaPeaM/5gK+p0P4lUhThUVk3GqpC4TVJwLcAxQ5fWIZQGBZCcYsq8OYLO5Uy9dBxt0pjwf1C5Gb/a3loF0Q4h8FL0gEHgDCp2rZDwYBL8VACJ57DDjyrz7it8YFQCQZQI9vEEgiamXSZ7nmJycxMzMDL7xjW/gpS996bzqsC/JfhCoRLTWuO+++3D99dfjjjvuwE033YS7774b7XYbWZahVqth/fr1OPjgg3Hcccfhec97Hg455JChKWOsnP3kJz/B9ddfj+uvvx5btmzpKccU61NPPRVr164duv5zc8QI4gQ4rRbQfnAH0ukmOq0c9amHoNMU9R0PINy1HflcE7W8iaS1C7XpLRjf8hvE7RkEaRtBu4mg26E4KwAUUnJZ4UGEV85yjmlRkqO9IKpo/AQBCPhQBgQKhMFTQ9oYQXd0JcUtaowhn1yFPK6hdfBj0V5xALY+6ji0Jg9Esx3YREMHHkhXimOy19g+GxsT3jC8wpimyDtd5JkBBqyBr72BXVN2ntTF+VAmTo0yacn56UuEX9nfcsI3f5TYwMpBAIoPkyRkQEaRS9Fe0ZyUKt4YrJ7IgU7OV2WPyN6qYAKh2YSemaEAuLt2UgyW2Sly00m7QKcN3SHAR3c6hhmVUTulXTLqbewSuN9ssANQKnAkCtrgYtYYJhAVJLAjiCJgZBQqjqHHmOUTkbHO7bVmLYFBYUj7k8S4SpnnLlaBtdZApikAdZ5Dd1OTwtwAnWxIc6ysQAnAASZeS+oaloP98r3ahyB4qNoDKzh2jXgYdsXTrApbgEMCp6Yszduee5GY6VTVxG5YKaRGlRg2/E4qAzSw62EQuD6aJMDYOPKxcegSZSzP4VbZs5QYY1kObZ6/zvMieJh1KRvWbbcCd99FqHbHgLDT0y7yuwGTIOOsyXhFvlggWvVnBQUBpVuUBlejQcDi5AQBQGvWuPEhCAgc4lV73sbnZ5ew0mUoCQjBGaVxDAvuxCa4uIocQFWrF2MoaUXblbl2XKNrcmD70DGCVECB5oModMwycesA6J7rdVPd6nmNadOrV6/G1q1bK8vtlz0v+7pew+MhG2Q8hmvrAppDRpyzIBHX33cBk9/824Bkge/qBRTH+HkawX3NKsPYs4BTo2HjByoeL2xiDmXLWzaQZ9E8nICgShDIgnLyJvNewMd8OzVOAEDy/zLpZxmVsIHkep75VX4c/DlAnK9YuE8FBokByAr/VxVdgAm4hGbjcN1UVV6WmEKs55QcOY9m9AGEHhDIVsAbA/oAQIX/tTc+Kb6vCsB62AoPV1gcU9bX+u1frCzmfPMHgaqaxcfS+zXf4x73ONx22234/Oc/j7e+9a3zqsO+JPtBoL1AWDm74YYbcNNNN+E73/kOrr/++oLr2Gc/+1m84x3vGPqcs7PAtm2ODbTtnhnoXVPotnOE2x8iG3VmFxrb7kM210Y4PYVaZxfi7izGtt2DeG4X4m4TQWcWQadJSpFSCJBTnCCIQTHtGHCE4+QYA7isa/lvYGAMfM6AFYQWBMqjBJ2JVchGVqAbN5DXR5CPTqCzZgNaqw7CzLrDsPOwE9HWMdJUWTLR2rVkQ3Gg7NWr6VIMBomGt6t/Ok2R5xyk2FTfTxWaZ1BdE6BW51AmmKPylMmeuy5dbGIFQhqGgUv9zgBZXOs/BgbKBIs2wJm/ex4gkC0zM0NMnyw1LmA59NQucsOZmyWUcddOky3KsDC6KbGCuh0DqjBTIy3S5m2fIGNZQSMQABrtEiAQM4ECVopBYE7NuL80GvSQExMwOzZG8oYDKbZJnpGy3Gi4eDrwnpF5bsoEFOb05bnsw4XYLlrEPaJ/KUNUxzUsAx6sPPhKHwdckW4FMkOM1hQEOk4oOHbK2ce0A0xzUw/uStadsHeG01DlhOnIZMLTupghj9tfsmaCwLRDKNyTyN1Jj44jb4zQcxHgFKWDF6vtuekzGtAca6zbJbeOjmGSzc0C99xN4M/ttxH4w5m8pqfpmc7MFF00fbcOD1ArFQlwyXvmeFzsAlavE/AzMgJMTBIQNEpxc5BrKuu7kdn2Cp3RJrcVQGA48MiON0rE/YjIPRQBAcQNvk5omJnaxQmRK83MEOR7rZH7GgM/QaCgklhkZhPjhVLA2BhUoPqCQBs3bsQxxxwDpRSyLBsaMNgvD39ZDr3G2fBuEUdrmPc/M4CPZ2jJ99+MRdoDeRQzfLpdigHkg0ByTJmHGxhLX2c4M84qHouSBMq8+zYots8IkiCQN4b1ISfsc1IJAvW4lDvQQ9rppcf6DI4yGcQQ4sp5bKCi/Vx1nM/sAsqZGQPO01d626W3yCI6x24HgYCqdiAQqBe4WMhUVAYC2cW4wovVG1DTzNpDAUDwypW25lIDQRp+BxXHP3xAIKCa5SPV4kEuYSeeeCKuu+46/NVf/RXOP//8eddhX5EFOmrvl6UUpRQOOeQQvPSlL8VHPvIRXHPNNdi8eTPOOeccTExMQGuNU045BaeeeurQ5xwdpcVq7uTj6xrGnlDWlsvq4+gm48iCBDpOkOoQmUqQhQmyZAR5GBAgYVKxAjBRb7wBI+Jc7KFTWFSvcmLL2zcxcEYrM4Dg9mdxDdnISmRRDQhC6CBEZ3wVuqvWIx2dxK5Vh0OHESVxYsRejNXSrpIJmnrqEkVQQYAgUAgDRQvoIbVVGAVk8wZAGIUIkjqCMEQYhgiiyBk9hrpN2ajYp1a5+7FZxdgtQ4A/oXkgdaZ4K9eugwZkVh4GxFyQ88nAFcI4Nsa5SYctlE+dZhSfQYVWvciznACTMKR+wiiaXPWSxqlRfMjADNBjOGoN6xxmYx4YZYn7iYJL0d41YItSxAaqG0aUApXVpm7W/yVAwflMmf+yDAhDqDiCSiKoMCL3M8CtHFqGGF8ANIomkYnnEtM1oxiI6wbkVOihnueGVcTGO7NNjOuZrteBWo2AqzghV5+JCQIhRkbpHk2AZhUZ5lgU9mG46N4Pv3uG2mxBL1lPNo7Y8MmMuxszlyR402oZty0TWDXtmmxyZWAwABWaOFJtYv/kRrm6/34CfmaMCxi3f8dk3Gp5qf8Y/ZWzOwMi/RSp1AOPpFKeZQRi8jli08a1RKR+147hU4asSlBHfjIBkrMBK7N6aU1twgHDs9SxE9OUQNiZGaA967LTcZ/id4IzhbU7DqRsmufTbru68LPTuthlbD37y6Mf/WhTnNKG75f9wrIcek2PkRaG5N5oFpRoc5mRY4SDLZuAy3J2VXnesxhh3+3KLApD1HmYGxLjkCqboP1tfawXv432VamufxmAo4s/y3QcM8apQc+vZ/9wz3v4buHNBwON3D5ATmm5AQDWXoYODt9N+9d5WIbHfKSHQWbjj5Vcv6qGw7R31YL5vCpZcV3LXOQ+lxc/7EpvddS9CQBaWvFV235ywgknAAB+8YtfLF+F9gLZDwLtpbJ69Wq8733vw7Zt2/CCF7wAAPB3f/d3OPnkk9FqtQYcTTIyQq5RtRoQJiFGVtURhAq5CsnejQKkE6ugwgiteBRpEKGLGN2QYqyktTHoIIEOoqLN4q9aKEWMlYQC91JWHAOE8Mq69DWVgcc0QCvcAgCKY2RJA9nYJHStBh2G0CpAd3It0rUHoTu6AjOrH4V2MIq5llPjWF9j7xCpv5XGYeVCZnVemZW3IKCU7zaDexBQtqpAQUUhrdJxfI0kscfxh0Ad87HgD9+7uaZigz007h2GycLtE3tBXquoxSIwZOntYX7zvVKgxvLZFEpBZwz+aGiloBWncqcJRsNcjBve3qsiYIyzU8nVS74Hud2AZIoZQDKcv4xRkxt2DAMTjbphOwTuwXOzxYkDoSzlxYA/7I4kwAClFMJQgdKVEWPJMrd4nlTuPGDXnVpdpKRTxn3HAEM86ZYFFjT9HuPj0GNjxFxKEmKZcMDrKIJ9EQ24przVyHlJCUii+Y913/JSqucGiNA5kGcUjyPT0KlxAexyzKhd5Irh9z12ZdM5VNYxQKPIzrd1m0l3aM6jlHHTMAAQB6lXygDUQuOTzBv5P+ABMeJuDcOxcB5p/KWpfS6IImcMcjBqCbiVgUDy2hYs0sUMegyypZlzieN7Ts32bpvonbt2kLtmcw6YmgFas5ThMO06Nlq3S8HaDcMKnbZ5piaWW7dDQBK/35kJcO7X3zy/fqBxrVbD2NgYAOCyyy6rLrhf9guWRq8pBTnsfFIRO08WLjGuCOjXxXcV6HX9Wk7jWYLAXAe5umVjyYnxqcLiXWpjeK8RO35b61z8pp9975mBNvB0rkr3lxxYvI48l9/Wcn7pUwf7e+g+1a/ckOdYiv67FwFIAIzevYwXkABQ1T70PgENWhwZSuziacn2YV5kv0+VLW6VX9jVlhdvF8B03Jtk2KYadIuPe9zjAAB33XXXEtRq75X9INBeLlEU4Tvf+Q7e+c53AgAuvPBCHHfccfj5z38+1PH1OmXIWrUKqK8epdAV9cjGue0kY2jXxtHVNbTCSbTzBM14Ai2doIsE7XgEeVRzfvUAECgT+4M/xhANayY+jcjypQzbJwiIFREIpgKDI7WI9kURdFJHVhtBHteQJ2NkhyJCZ3Id2usORmdyDdprDsJcfRXaaYBuV/W8zPw/24O8kF8pzCQQfve8UkheWQYAUqDvJIZqNBDEMVQUWSAIgAUQ6L4DB3CwuxuDGKFpj3ri3FKgXDroUlBHAA5cbwaASsqXDYbDjO20sgpQZiqQS0+aQctG1BqOwqydjpRrA8zktBrHVFkGULhiSkEHgfuEIXQUG8DP3V/hFsKwd6VXKei4RkAaxz3hINqpMdjz3MVFsYwkAvaglDPISxqMFpkDE/NJTqaq8AW5NTbsHgaEOC1dUrNubQWggtlAht2jkoRiQrBPY6jcdSwoVmYJzUOCwIE9WW4BnLybGgZPLrLhSeAit4aR5m+OxaE1ARKdLn3PzpazSfKcyrQ65KSWgVZn5+aAHdvp1phRxCBJlhq3MHE+jpnlPxP5XrDbRCLeMwbvuJzWDjAKvefDLoa2zYQGwSCZ/N9/wUoVKu1A1jQV70zqngcfmxqAZsdOctFscZA3w6Bqtqld2i1qP3bB1ByTq0mAFbOKrO2U0z4OFMzsIz9OFde3QpRSOOqoowAA119/fWW5/bJfpCxWr5HzcWC+3YJDCFZtC6OjTxVQys2mBWaGEP5fuLjORwrX948VYze7fSkJBPkit0kQqN/191EQqK/dap+T/6yKxw91nZJPJYPTv0hJnect8z7Iv++Sdugpzz/3PsOe19Pmd8TySe/j7o8Y6D6foa/pV6BKBgFCsuJDIcCe3sSVkeyhRfeZfXQAAvCkJz0JALBly5bhwbx9UPaDQPuABEGAz3zmMzj33HMRxzE2btyIk046CR/4wAdsatYqYbun0QBWb6hh7cE1TK5NKLmECSGjVq8GGnXM1SbRRYC2aqCZjKObR2hHI2jF40jjUeQqRA6FHAHyMICWg4gGDTph7OKycPwQNlxDYcAq49ZTS4CkAcQUAyhPKMNVXh9FmtSQNsbQWX8w0jUHoLv2ILTXHYpWPIk5XUe7G1ivFDk+sm7EeltfAIhFgjV8IgGuFNg+APnvs0tOHLv4G9YdB55xau45jMjNy7jyEChggIk46QMA9XQKd2xYsfq5UNEaqlF343+3A4XcAFkBIToBG9ShM+rbLcdGyIybFmdQYwDBX8CTYAPHN2FQqFaDDg11P4oIGAlNoNw4oT4Wx0CaEsikFF2PHzgzbfg5RCG0ZRwZsEimhffbndlCATHcFIzLjG2YkgmO8RoGOWMB8IyNUrayFSso8PD4OG1vENOHYh2ZDFQy0DBgQEM4hhk0xQoqMOr6P1NqZwMydLrOFajbca5bGQXFpt+ZAII8UKgrgCJOz97tEnMl10AGoNNB0Gkato+pYLdL1+pyAHlF96M1sYByTfc5O2eejXKMrzR1N8r9h1Ow8zNlINKftCXYVqu5d5aBHTlo2HhHEYGHcj8rRvzOMdvG1qnCiCzbbmKQFIKIczw1jp00M03vFWfgsywy8zvrwDKj2HWs3SI2FbdXtwPMNR2oBtFzu+TGpxSI7dZpu7pWZXr0hF3Cfv3rXw9Vfr/sF2Bxeg1LAQgqgEEBoIhZ64/SSlE69p7R2zeaylb+hzHapRtGlkHJuGUFYL3EyBKMHwtI+Oe12TIHG3r7IhtouDpXA0ALwgmqnodfhtmbdoxcqHHoQQULMjLnccxebMQOHxOoXKowu8XcMj1mLb41mO9ugR4tfledpN81/OMk62+Q+IC2rfR8b1pV/EZvX5+37P6BZynHu8c85jEAgDRNcd999y3NSfdCWRIQ6KGHHsLpp5+Ok046Cccccwye//zn4/zzzx+K3vvkJz8Zhx9++FJU42EtSimceuqpuOGGG3DCCScgz3OcffbZOPbYY3Hdddf1PbZhsglHERCuXoE1G2o48ABg7RoTNLlRR7x2BeLJMWSjk8jjBHl9BGmcQKsInWQc3doo8iBGjgi5IiAog0IOE8S3EP/GGFdxAiQmnXFjzAXvDTkNfA06GYEODPtDkYGeNcbQWX0A2usOQWftwcjGJtE68FFoHfBodONRzOZ1NNsRulnYExNWehkxhjN0NloJ4kiXJXlSOcooVTQq2a0sDMmgjwzgw/FEOIsXxzBggCzilNTRcCNYAI9RVQ4CKbXAdROtoRORbr7TAaCgstRkIDIGZ9eABdAOKJBASgA4kIJBCAMYsAuXrwixMsbtozW0iUkVaJh02+a0BjBSDCZoAxoE4pocd4ep2xakM8a/DdwsnnuhEY09oRSZE9qLnWJRH9csALHHXCBp0A6JTEYRpbo3rB8VRQRQcf0iE5i4Xi8CHXBRuQABfFR1G8PgUVnunqd0Setpe5GVTD4PBixMMGZtQBmdZXRxBgE7bSA1qds1KH6PBX44zk1ggRMNUAN3OkC7acAmTUygPCMQBqDf8h6lj7tS7t0NA1T57BefqzdI+O+374bIQE+eey6J2mUNUug1HMuUNAaA/GxF/Gy6XWL7dLsGUM2Lj0vDac7a9Pt212UuZFfDTtvF/8lTYmYZ17DCuJB2XQYBBvgADDt4HHTQQQCAe+65Z7gD9hHZr9csvyxGr5HzsArIfZcWaAx7FwC7hynxsceWBYa3xr3nqivL9FuJ5xX0PO8fe0aOrUaBsWcdBEbIcWkIGRQAdW8Tv6kHESCqBqrS8mWgWuU5B3zE8fOtm6nh/Az/oc/rlVsqAGixyEqJLKxb9q/D4P4y/DUk2ONfuW8t+rSTnL4Xcnxp2aHLy3JlDeQDQSgAQXv7ODJM/Ya9hwMOOMC6ut9www2LqNXeLYsGga688kocc8wxOPvss3HNNdfg9ttvx49+9CO8853vxFFHHYWrrrqq7/H33nsv7r777sVW4xEjj3/843H11Vfjk5/8JIIgwO23344TTzwRZ511VuUxYegSSYRJiHzVGiRjCUZHiZSwZi0QTo4jmhhBd/0h6NYnkCcjyOIRZEGEPIjQUXV0a+PIwwRaEwtIhxGyIIJGAG3irWhegQsSA3Ak0I0x6FodutaAro8AtQZ0YwTZ6ASxPeIEeWMU2dg4umsOROuwx6K57jBk46uRjU2iu+pANA89CnlcRyuNMdUdgc4VOmlobUC20dim44X6en0eAxcDDzK4Lp8siorsAWk8choyGwuGK8FuX9K4VA4gk2yWYdg/gNFkw+K1S25QqYVOsIDOc2itKBixjVVigmaGBumwK5owrnysmIr7UKYi1viFUXqLcWZ61CulqF/AQB46hzJuRyqj3yrL4QJtmzvNNbUHx5dhynhsMq1wvTheTybRQwNCKsHMsjfBj08hMG1daFsDwlhDQ5RRHNBaKHtKa1odtnVEkYkm+xdnnWKGGmdy4j5VqcNqF/gYilz8qoIaWraKuGV+VnKF1Hx0l4A/XiEjIEeAD2nmAj7nOQEUzTYw26RnpNw1bTtOTbu+Mj3tgAhmDnIgZltP3dvvw1Aw1ObZ+9noYxaQABmhxPXl4AKYvqeKbmp2n3gXJCOIASAbc8m8GxzImWMCZZlj0+kcNiMJgzqZNm5yxoWv3SIXrxbHBDLPoTnnmHbtlmH2FTEpAulMmzN7b0hhJlCz2Rz6mL1d9us1u1cWoteUiQoMWK8AFZrMdoYR1FvYA4GlSPafLC9/SwPec5+oHH1KrFObmEDE/CkFkOQiwjzHuH0FCBpODRreQLb3rLVhGrP+wcxk8UEmPsU5r5de4oCggYGmB1ZO1HGpZSkBoGWSxRmhyupmS816IzWj977lesxwJyr2H92PsjQfpqE/7shtfelQZduUt98HO91y/3CyVA9i6QctHweukiAIcOihhwKgBaGHqyzq/XvwwQfxJ3/yJ9i+fTvGxsbw8pe/HKeccgqe9KQnQWuNTZs24Q/+4A/wta99banqu19A/vSnn346br75ZquAf/CDH8TVV19deQzjE3EMqNERYN1awiEiyni8fkOI0XWjiEcSzK57DGYnNiCrjyGNG8ijGGkygjSqI4sbyOI6chWb4MAKWRAi10BuzOAcQB4q5HEdWVKHDkz8l7gGXR9BPjqObNUa5CtWI5tcjXTVemQr1yBbfzC6Bz4KnfF1yEbGkTbG0R1fjdlHPx5ZVMd0K8ZUt45UR+hmAXQQWtIIj3uMi7C3lm+zDRTptlamOfEKIsdrYWAojikSt2EGqSQhhg8DSFFMYEStQdmdanWTCn4er6BCkQEkGQnwFcvy34OE6a+ABsbGjLKUuQml2aRrJrFrWAVj3Ic0onBwTqaTWjYQ/zYfDeR5Dudva2bxKHasKOWwHPrSJhhxavAwE7+JwYUoAvIM1nUvDCmYt3Tzs+CeApR2TRcAiA07qxDzxwA5gQkcriiTXGCUd6VM+nXtN7a2D0DcdXHyloZE1YOKIurMo6PEMOPYRxKstHO2dhmjwoCYNEHgBTcVn0IqZKqDZpDFPkOnWGgul2bQNjB3DhP0qXjvWQp02lDdFtCeMy5m5nqSvdbtQjfnqHHSvAhAcJ+3beWhmz3MLQP6lcX38aXQFwQDS75f/vOxfV6Jc8DF8+FtZa6FgiVQAIW0cf1qtV1gZ/5w3CDOgtftEKMqy4W7lri/HIA2gFWWERDU6lCmtbRLjC0+r6gaAGIN8T2k3UIT9ZOHW1r4/XrNnpGF6DXF91AA9uwGZsZtcOzCqmPleFFmGWhdPEZu78PcKZQuW6zx497JccEXOR4twOKVhMe9UYZShWgCFRsGG6aK49gBfYxiVjCk8Zybj28UM3DEQBLPucMayVUPYPmAlkXJMgJALPPvkstZJ0/3ATCvGvYBZHKpA8iPTMAhz1N2Xn/bsPUpCK/0SVBTfnulGUTNcwTKZ8P7591LBxgj8xn/GsaNZtikBfuilCXOHlo+/elPY9u2bTjiiCNw2WWX4bDDDrP7vvWtb+Etb3kLtmzZgje84Q0IggB//ud/vtj67hchj3vc4/DrX/8aRx11FH71q1/hTW96E37xi1+gVuL/pBRhFHNzJoTLmnUIZmeQ7NyFTtsEkN7QQIAcrRjoYj2mazHGH/g1EAaIggAp8X/ICSxQyPMQKsuIDRAEUDq3qDwUMYW0yfrl4CFQAOCYEBodRdBhhHxkAun4JLqNSbTHViEdXYG0Nob2qg1oJROYnY2QIkYzpyDVzTRG4MUp1tqxnhifYbtuXsIAkPTfr0LVpWHIWky3S2wPY5u7GEHsbrSAQTIAsRx8dlKJ9Bvk+u3rucUgIDbQjh3QxkVFaUCHgQG/AiBVxEQAYGOTRAGgA8csgHYKkkR0TDvoPIeOAuo7QQTUaz0V1ay9ps5FSLGb0sgITWlhRMwbgDp5ELhgzGHkDG4NUtpU4AArOQnGIZApoGvKwIBXJn6MCggMUYEyOmIGpZWA1On+FBS0cd+S96PZ0CgDGP1nws8hiqACE4fLGPgqSx14YZWNHLC3ZMqxMlL2wHPz3Bj4ybpgMKhQL8tuo3bUeQbkoVtRVcp8e5p8nhJoEcYEfGZdQIcEwOWBA0CylPZ1u7QQqxQ951ZO3cS4BrrnpHrraQ01mHoK90RpXElDym8P3s5gL5ePomIbciwhCSRlWf/Bxs/+wx8bIDq3z8zGSwoCAnJC7Z6rUgA6AGLzLsg2AJBqIOqKvq3onNMzQGMEOqGA9oCivm5vX0O12+Q/XLmK2CvT09MAgHCpY5PtIdmv1+xZmY9eA6AA3KhA0TAEDa1pBA6UmbN0QOMWO2Pwu6t1r1voMCJXngBXB66WrJ9fX/Ptzw2AMbh4DBDuwz3g8gLQHJ4qqrCuPSXzWQtzBuwAEeO1MszfwlHaG4/l6cvK+QttAJTyjs205wZeVneUPztdcu3FyFI84N3USYZ8oguSQbewIFC06qRVtoIYGyqrUwYAD6Owl/alku3adDDebPub63hyF0sx+awpq40OX7jGUoM/C4AGK5qj9OxDlEsSCpzb5gQaD0NZFBPou9/9LpRS+NznPldQlADgJS95Ca6++mocdthhyLIMb3jDG/ankF0GCYIA3/jGNyyF+owzzqgsy0AQBYVWyDccAjUxgXpD2RjNKw4aRbJyBNGqcajxccwe+Gh0R9egNbIKM2PrMFdfiVYygU5QQxrWkUV15HGCLGogS0bpO0yQxXXoKAan5daBorKNUWQTq5DVR5GNTSIbW4HuynVorzkAnZUHorVqPbqTa9EdXYn22CrMjq/HbDdBhhhNXUOGkBayVVzQ11ixEXF2ofUCACAphaCzQyiJQVCIEaSiECpiVkFUZJgMKwouk5gEgCrcwABYcsLixBj1UUhZwVotABoIQlpZU6D74dkiisjotHa6ojrbBTReFeFVU7PSxkwcwwjScURsEwu+iXvRICZQmhtXZcEaiaIiI0HDMUIKgTQ5jo6YqDk2kzzePmtzL/K5K1g3L8KRQjLGOQW98A2zVH/brIahFJiMY4oYRYFgKWnlMqcV2D5xTHU323QYEYgaJVRWCgcl1YANlOx/OPhwu00xeObmyB2p04XudIuMlHYbutkEWk3obpfYYvwscxPfKYdQmM1DyDS57nWEm1O3Y55ZQGU6bTq+1QZ0Rn2CGzc3QGwcu+fAz4dbVqaB99q65+O/w/IYBmTY+OLyTKPMMjcO2DqIbwkYy34I5QwSGRQ2Tantm03XNpIllpsMX6kJ3N3tuDbX5hl3TKwlbicG5boysHcK5F36NKegpqeNi2e3F0fjIO5l7VkhnEK10kjfx2S/XrPnhfWaMAwH6jUAvPFZmXEWAC9A8a4ghFKCfSPHTZ8JJMcNuU2C7l4degAgoHTcVXmOQDIB5PF8PZ7b/LFL3vMCpCwE2p4SH9fqJ71krD6GuL/oYdpe2edg9vM4K93CZADvApODjlHiU8r6yHlxpeduC199b3JvkN1Yl4Vfqbwx+63bFo6eV98fULjsot7/tt8MOp6PKdMp/PPOY8EGgCG45U637XNfPXvEtZSC0OcBoewPX5e+suffhU6HdNVt27bt4ZosnywKBLr77rsRhiH+8A//sHT/Yx7zGPz4xz/Ghg0b0O128YpXvAI333zzYi65X0rkmGOOwSc+8QkAwDnnnNO3jZVyyYfi0QR67Tro1RQjKIoJCFp72ChqB6xENrkawfg4OmsPQnd0Et36BOZG1mJubC1ma2uQhQnSuI40rkNHCfIgQhbVkCUjFERag3hDYQQdJtC1BOnoJLl6jUwirY+i25hAZ2wNuvUVaI6twuzEQWjXJtGJxzC18tFoqxEgCNENEyBKECiFLIihVWAHcLZZooiSLhnwFsA8gkJXSRA4l69CvB8vdosEZ+p1cgmrJVAc82e+mhaDPwwecSwhdj0rPZ+qBIB8fMOXXhaQorTw3RQWIdQAdOpAnVrNZE8yxyQRLGqjFI0urFgpwMba6QHVzPFRROAHYIEgVQgezVqghs6Eb3XHZEjKuq7tAuWoYHJljkGagibM9eWYMhx/x4B2DB7BlDGZ7cigcBnjZCP7U2vp0zfHyvbQFWCj/cUZq2yWMFc3bd63HqoxdO/1u13KwNVpe/FfDMBgfcHpWWvzW6cpAYKcfYrjO3HmqVw8JwaKqHYG0EhdHByloFVIcWzSrusndulJATBAUBCYTIIJLMgWBIBWxcw73dQFopaxd6rEZxLx+84Z5uQgI+MGyT4sj8+FcWHBTk9ZM6CaBdjkPv6N4qEkgbs/DshugbwOCrG2cgZSzTkyAuTQzYHZGWB6F8UHajcp1JDUWzviPerXdkZWrlwJANi0aRPSecQS2ltlv16zd8gxxxyDj3/84wBIrxmYPl6CP/zbxOxSUOJVJQaoEscA6O9CKoGBMoAAPI30ZiMDUAAh+OO7gyg2+OT4z/8XkgOgvI7zkDJSUT9QaKmBooUBUH2MQj5PWWZIbyxW0CauYIriogWqjXhtEjLonD6DACitnSeZXRES9VxuWSyAs5vBqPlfjRtSQzbqfPCQ8r63QGDFB28qji+FSKqu5esSfr8c9jx+GYCazJblMbIoyjvEnSOHMi5hduG1t5D3WWrxz1/2qTjSU7P6yYYNGwAAF1988cNCtymTRYFAaZpibGwMUR+6xaMe9Sh873vfw8TEBKanp/GiF70Iv/3tbxdz2SWVj33sY3jjG9+4p6uxaDnttNNwzDHHIM9z/Pmf//nAFKu1GgEm9bXjwMgI9IpVCFevQDKeoFYDDjikhrHHrEVnzUHIxyehV68HxsbRbqzC3Mh6tCYPwM6xDehGdXRVDe2wjk7SQCcZRSceRac+hs7IKnTG1iAdXYnWinVor9iA7vgadJNRZLU6OqMr0FxxIFqTazG36hDMrjgM3aCOuXgS21YfgU5YRw6FDhJkKkY3I4ZEFtUs04f1JhMyBaOjRT2JM6MtWhiASZJiOviyT5LQhRsNqCRGEBmmSajIwJVLSf4nVEXwR5ljwshlGOvHAFoSJUNBIyAjutWiBh4dhU4i6G5ugApTYZlFTJtKaJh4JabeQeAAoKr68b0VgkUrCwrRdnONgFy0dA7kgVGOW22g04HqdKiMTBseJ8Vr2dTxBkjhrFIW3DPuY5HxLYwiAiA4oHRQ0f7gzF1abEPPb/m4ARDzp9/TKGOz2FhTUpMHZewybaXMNl79tG4GrRYFDi5Y/vKHBJEyT4mG29duAc0WudZ1BVMl0+55cbYxADYgp3SzDAMg11AMPDBAx/GjGMBjwIWDZOcGTEk7Ln18nrs6skLEKey7AhTqJ0lSRJG5zbnOPjvLt2Z8n35/pbhN/bQQB6BgOEjFLxcdSIClDP502u4caYeeh8z8lnXpwy4wDMh2OxQsem4Oam6OQLhu6vpAmkJrGLZaPtBu+V//638hCAK0Wi2cc845A0rv/fJw0GuuueYaPPnJT8bmzZv3dFUWJaeddhqOP/545HmON77xjYNjM1QAQWywBIEBhlQAIHCsTD6W3TxZeOzwgXXB5lNpiiBNHcsEKLzzKs8L4I/yxwW5rYqh6LtaDnC9vPXWW4do3d71GK8ZC0ObJEcuNL5QGRlz3lJ1YI8d6rUzYMZdB/4U1C8D9AT+dvNhIMidO/eMaVERnym2u8CfHlnAhXczAATMt5a9peUUWvbYC0cvSk/2Diy7UJ/263n/q+KJFfqOGBMGLWrJY/3z8vii3J1wny/opoojqvmaKp8H9l0rtGPffrNQMEh7v+dznsHlB/WDj3zkIwiCAPfccw/OPffcIa+7b8miQKANGzZg165dA1PDPuEJT8DFF1+MMAxx//3344/+6I8wNTW1mEsvidx7773427/9W3z1q1/tH3xwH5AoinDppZciDENs3LgRb3/72wceE4bAxKTCysNXoT6RQNXrwMpVCNetQW31GA44rIH1x6xBdsTvIDvwYGTrDgDGGkjro5huHICdY4/C1hVHYmrFYZidPAhzYweiM7oKncYkOvUV6IyuRHNkNebG16M9thatsdVoNSbRHFuLmcmDMbviYMxOHIipiUOwvXYAZrsxdtU3YGrV4dBhggwR2qih1Y3R7lImsJauIc0Ca4tx/B92A5O60TCZwc4///z5NzZrQQwG+aAQazqmYqqWQMWCZRJG5iPBI7NNMlGUMYKj2LmkVIgktfQrI79ZeuYwPtncjDEIU2KAjI5RsOgwBFTkUIZ6neqcsY+9UJRZ4bZziXdxZY6PYzdWm0lOK7OYpjXyPEOedpGDgutpKOgoRK41cs7MZJB6FYb0W6ny4NtlcwKDbZzaPaTVYihQ9HQGkoSRoaDNhNlHARCTLCuY8jx9wR8APUF3maHEmnRognH7Lm06t+wdZt0gzwkky3IUMk0xwFNmlGhtAoX7og340gVmpi0Ih3ZLuIel5joEPijLVEmBtEPZxbgK1iVCWBrQ9PwA2EDS/JyYwi/aske7K1POGBTyFSl+X/13jGNxAHSMjMEkgzpKNpIEd/jYbtexp2Rd5HPla/igEN+zVQJhXMVyoNMy96PJxWuuWQS8sqz3lQOAThuB0nR8u0lgUbtF8b20Jlaa6TO2vhVy0EEH4bTTTgMAnHHGGdi4cWNl2X1B9nW9BgDe9a534brrrrNMmn1VoijCRRddhCRJsHHjRvz1X//14IPM+GHjwwnkQQXKBPU38wTceKMA6/apDLgDoIiU8PhoWJxBGELx/GIAI2UAIeWN/aVzM7NB5XWk66hEZ3w0po+8/e1vx7e//e3BbdXbbJUfCeBw+TJQqOxTBjTNt272WOkKXCXSyGbJ+hjcZQiCvD5fsWd+91gaDiVCgWUkD6tSxJZF9hj6tEyivN+q39QEoPhIl6zJZezDYRk6frmy//0+23Nd1R/h6lcPL16jzaiG3vGp+P72B6mGB4KAhYFBwx9T/XzdOXwVsZ+ccMIJeN/73gcAg12S91FZFAj09Kc/HQBw+umnDyz7whe+EJ/+9Kehtcatt96K5z//+diyZctiLr9o+fCHP4wgCJBlGd7znvfs0boshTz+8Y/HJz/5SQDAF7/4xaFXZaNYYfyw1Vi1oY6xMaA2GiFeOYZk3UqsPnodHnXSBiRPPg75k5+G5rEnoXnoUWhNrsPs+HrsGD0Eu2rrMZ2sxGy0ArPxSszWVmIuWYlWNIl2OIpmPI6ZZAWaagwz8UpMNdZipnEAdo1swM7GQZgOKM7QzPoj0Fm5HogjdFUNqYrRySi4dBCCYg2p2OIs7BnVaJBeUK+7lzoICK/oJ5s2bcIpp5yCk08+eSBzasGiFJAkCEYaCBoiHbxicIQ/xtBj4CeOTXrw+kB3sjL7t19ZoNwlTBbSWkM329B5aoxOTfVs1IGVq6luUjMMI+P+pQm9sZVhcCXsnWn44YVhcYz3JkSdm3TkQUCbowi6VocOKDBx3m4hb7ehWx3ruqfyHCrt2iDShdsbZkJhgAVwLlgckLqkoVXPj+rz2sDpQKWR0HMaeU3psiRZOoqASVJWzVkUqD9lmXU9UrkAgFjKltDsR4Ad/mo1Z0WZmwZmZ4lR0mo7VyR5C1pDaYpRoztt6NQwYropyBgLbHY3csfSBMDB9KdcE5PGArCxe2/s8pYqKkpV98ZgDVB0sfQVdOlPytfldihrO/5fAkIc+0dmAJEf6yJXwjSQrl25d11oejezlAA4flZZanfT+bvFOitFfYBB21bLMIG0AYParj8O4Q4GkIJ01FFHodvt4uyzzx7qmL1V9nW95j//8z9xww03QGuNf/zHf8S99967R+uzWJF6zYUXXoj3vve9wx2oFFRYjlqoiFx5gyhCEEZQKqA4PVmGQMQMCrRG0O3Sp9WCarUQtNtQ7TYB6q0WvS+dDoI0RaDZ1SizMd+seGCDBfklusITswRf/dV/mSWsRDZt2oQrr7wSL3nJS/ClL30JWuvKsguVMn2jHwi02GuVbxQ7/GHKH5/zzBzjzQmSieEtgihmcfnjtXQN5jFWgkCyaszohLs0lVuU6bV8MkRfWfreNJxo3Qv4yP/79bMytWBhIh6udzKttYUaNP9fVmHDDCzVS/y5379J/6aq9vcAjcXGUQXT39MpLLBpFgsl0Gmv5YGk/YCgKp2yD+i6EBlunClep4qIJYV1G44P9HATpRcxQ1x33XV4ylOeAq01nvvc5+Kd73wnjj32WBx88MGVx5x66qn41Kc+BaUUNmzYgB07dqDZbCKTq6K7QTj7BF83SRJ897vfxbOf/ezdWo+lFq01Xve61+GrX/0qAODSSy/FK1/5yuFP0GxC79yFrJsX7JEsA3btAn55W4qpB2eA6Wlgy0PAjp3Q7Tbq3WnU8iYS3UaMLlSWkuGe1KCigGLjjDaAxgjyegN5XEe7NoHu6Aqk4ysRjI8jR4gUAbQKkGcKXR0BhsqdqgSdoA6ti9mc2TtrYoJcwSYnyZ6bnARWrOh/qx/+8Ifxt3/7twCAo48+GpdccgmOPfbYBbb8cGLHvMxT7OaxyicP6VGyvNe56uXmZyrrBLBHjQa2bwG2bCa3kbZIKc1Ga9oFWnPUKbZtdcFtOx2R7YgnM2Fw84PzY6lUMV5su4TOLStKCBxgd40gRDg6ClVPEKxZCzUxQZ1g3VpgfAI6qRUihKuMjG6da5sKu1I6XYp1ZEAIlQv3Iq2dEghN9wttQuo4xTIw96P5viDWJcRSax6GxeclJ3IGpFLH1KCXcoraPMtMtrSuKwMz9Xe7lPVJPHhdNflqR4mXdeV66NAECpc+l1HilhPqI8BIwwB/pt0UnJtfFBndIoOu1YAkBu66G9huAu9pADu3U5DqzZvpuK1bgalpB3ZAE+ula1zabAp180xsXy1XWGy9uV2ZZacUgZK2XwWAiXcDpWhQWb3a7ZOsP+7DYUhoNAu/LyyZMUaqXNMKK9eGCSDZbDz4WddEyRqMHegZcyB6OHDZuNqFYUAsiNFRApkVgFodqkEZG1UYAeNjUCtWQCUxlPSp7TM2/dM//RPe8IY3oFar7dMpVfdlvUZrjSc96Uk2RlGSJHj1q1+Niy66aLfWY6lFa413vetd+OxnPwsAeO9734vzzjtvHsf7P8S+zLhpMlDbnCU313bbuA6ZMd17lgwUFBQlHgOYQViCgigAdhVLCh/D7GAGp4PAJZzg1a4+76HUawDgxS9+MS6++GKMDVoVW4QsA84EoHibbKpoDTN/s+usD/h47Jw8E2BNViy7mMrzQh7EXMLu/laE67ylXZjjylbilgI1A7x7Gg7I7z2uZLf3/xLU1J63/5X9KyloXb5sJtY6BkpvGXJfVyjRjWRttaYFUv+iJXM664OBKGOHIwnkSD3Yr5hkKFchX1U3bABHgkCpTNBDhynRvwfx1DmOpff6LUyGuI+qIyuarF95KmvaYgiTi3Wb5QDU97QsCgQCgDPPPBN/8zd/Y1c8nv/85+O73/1u32Pe97734e/+7u+gDONAKbXblaVXvOIV+OY3v1lggBx77LH4xS9+UbrSvy9Jnud4ylOegmuvvRYAcMkll+BVr3rVfE4ATE2RYW+6R6cD7NhBmx58QOPB36bYsbmLvNVGZ8cMktYUxro7MKJn0QjbyKMEaUhBXFW9RrFx6jHyZARz9Ul043EEYw2oOIYGZUcKQ0CFQJYTGBSG9By6QQ1pUCsk50kSsmEAQ5ipUeazOCa7bf16F9u1qo3Wrl2L7du3234YBAFOO+00fOITn+gbD2IpZLEAeOUqW5mSW3EOX3/V2hyfZ8AD91PGqKldpGR127y84QzY5iyxPnZuB6anXAyhbtdlJ+LJhCc4CR4wy0HnJmW7V0F2s2PgiBXiICCDN2alOQJGRxHVawjGx4CxCQrMfcThTtGu14EwpNWgNLOGuR6E7tsJVFD089wE583cNgAyELI9XEzspZCEvZ+Q4l3ZA1VvGX5oDAK125T2u9WmoKIMtmlqV6XNqmWz6ajsmbauVLYeXp/xyfZWUTExenI2YBgEYaOF6z02Ti+oZtWOFGENAHEMnefQmQbiCDqpA/fdS4AyQP1mbpbi3TzwAN3j1m3kcpbnBMoxI6bdcvVvt4uMGv/l8hUs/+Xh/jUy4vrM6KgDdOp1YNUq2i+fEaeR53OwkcbXZGBU1iMIvGDcYp/cnucC8GEmXeBAHRUYV0VmCgYugxzXxwJEkXu2DMpHMbl4KgBRADUyCiQJ1OgogURjY1CNOtT4eLGeFfNjq9XCQQcdhO3bt+/zytK+qtd8+9vfxite8YpCStsoirBx40YcccQRu7UuSy15nuMtb3kLLrzwQgDAm970Jnz+859H3G+i96SnW2rtFi7yHOh2oLfvAGZmxZwnVsIAAkrlO+Bn05PjATMzeTsbiRI4litafvIJZiIGAY099XoxZllJG7Fec8QRR+DXv/61qUqEb33rW3jBC16wrPrtUr32ZXqNPLXOcpehMhft3sOs4DlaMGZlbLslqWjg5j8bLxFiEmVgiMduMZ8LY3TJqFOA9yAGQyzlx5XsLtm2FL2puoZlZ1cl+4rl+t2GBIl6sBB2GSoBgfh11ZLJwnphBWvHX2wLzO+hep6vA0rAqAr86ek7rm8pKLFbufdBm/+Lq8mD+6HRRbRk/msRA3LB/Xh+qM58X5kiaKQKJkmVsG7zcMwStmhO4gc/+EH827/9G4455hhorXHQQQcNPObcc8/FRRddhHFfudxNcuutt+Ib3/hGjwvQHXfcgf/4j//YI3VaSgmCAFdffTWe+MQnAgD+/M//fH5BrYKAaDTr1wOTk+gixs5dCsx+3jWl0NUxOtEIdulxTNfX4aGxw3Hnmt/DHQc/B7cd9mL8+lHPwX2PegbuP+xp2HzYU/DQISfit+uOxwMrH4+ZiUOgJ1YAcQ0aAQJFIXU7eYR2TqvZtZpClATQ9REE9Zr1HOIFMbazkoR0IzlGsn3aT+6++25s374dAPBf//VfNqj2WWedhSc84Qn45je/uawKPOt+8wmSKI9ZjH89i0/GsZMVB67lQmx8ciUsQ8cAPBwrJUmAeoP88CYngfFxoDFCD44ROlnxICDjNgyJERJxrKTIGeW1mqN7QR6nUIjfk+XIwhh5N4NOuxTsvNly99FuWzewwpwZVGRzAShgaC0xi32BaA/ZBrzPPETDzOCYEfJiquyjVPHbr6B8UIV2IyBBAeTyAKHwmrqDYyPBKCMcC4iDYpagkEalhXi6ogzFY7KuZTLujFTE5zjrmHE5sjGi7GnoPlORDSdQzuCKIljXw1aL9iUJbHwmrlycOKCFV6bkSjy7zPmxuspeHgaQ+BNF1GcZ6PEHGekawM/Gf6F8AIi3c7tZQyV3bmOyDtKolHG2cnEcu991OsRa6LYFM80ppjTCktKn8pyejw36DYov1E2pH1oWGY0FeshxsF6v4+STTx6q7N4u+6Jek+c53vve9xYAIIDGlg9+8IN7pE5LKUEQ4P/+3/+LU045BQC5hj3xiU/Epk2bhj5HYUjmuc4wQzE3C+zcCdVuQeUpVLcLNTMDNTMLNT0NNTtrP2g2gVaLygA9Y7jSmlzGpo2b7PQ0LaxNTRn27Db6bN1K39u3A1u20HezCRsLjMcBXnjo68cNNJtNq9d85zvfwde//nU0Gg2kaYo/+qM/wotf/GLceeedywbSLhbDGFoXMgzxHjdyPgmAghuWs0yLYNxipTBGa7GwVSjEE2kvOiH1rkK67T0gCwCAdr8MDwwA5big7GPysZWVZbEkHosj8nNHtdtWDyMtR27nViG233iV8F3DpRtilRT6uQPLesL62OuUHTvsk9a2LbTIylcYXxckDE6VvC+eLHS86QX/+l/q4aTb+LJoJpAUThH7mMc8ZqjyO3fuxOc//3lcddVV+Na3vrVU1Rgof/RHf4TLLrus1Mg/8sgjcfvttyMYMNnuC5JlGU466STLCHrzm9+Mz3/+8wgHISRCtCavjO3bNHZtS7HjoS62PpRjdkaj2VJotgPMdBJy3QIQRzniIMNISNTqOCEPhTjUCAONKNKo14ynQkBZqDSAOFYuSVOokAYx0qBWeFvZjou9OMkcV5gXyhoN4MAD+wNBX/jCF/C2t70NURSh2+0iTVOcddZZ+OhHP0qGLoDVq1fjlFNOwTve8Q6sZjeQZZRBb+JQg13JSapOK+eZLIMzNGdJGUa7SQZ91wQT7gqDNu3QvrlZUmKNSxKl+tZucux2ihObXTWFcMgVE1egisgYAwKhAIws7doAHVFM7iwT4wjCEMHkBHDIoVBJQoDM6AgBJVFEoBIr1EAhNkyh6ZSisko545yVSm40C4RIzSHvneD7PQ/p2whAK2XZQBpwK8KAY/NwR9i5k0ASjr9j3BfYiO+JRcMuYyWTK/8XoLgyYFUOpXqzmDGgYsG9EFCmfg0D+nGcH9ZJohp9G8VB1xvkTrh5s2HzmD7WbAFbHwIeeJC2N+foHtod4wrWdmAUZ+9hIKWg4JTM8LINpRaRJMSMCQMCMScm6LzMCLIBzLVj6UgmlAkqa1lQHKdHiqTfsUuf3CfL2/7vgY38gJg6yZ3DMuYiIK7RO2KOV2bwtKmyg4DKjDQITFMBghHD+gkUFKePVIoYQeyKIutWInfeeSeOPPJIO4Y+HGRf0WsuvfTSygxaURThxhtvxOMf//jdVp/lEq01zj33XHzgAx8AM3gvvfRS/Nmf/dn8WC7dLtBqQbfaBLzMztA7O9c080IKpJmJn8VsTzEHaN3rtsWBnXnO6HTcOMDsH2mN8vhp5zUzptTrNP5wIga+xuTk0EygM844Ax/96EfRarXw0pe+FJdddpktd+SRR+Izn/kMnvvc586LSbUQWRK9xpxIi9/QGjo1rs1+angbQw3FMVZrFFzClkSUc70FxEIDHCtIlusX00ku+CwGTSs0utSxhj2mZHfF9kWuRRbOX34NVfguEmGU9w1bRn7b0qp8e7EWXMBlg5PFA+QmAyuDFSXgnRknrMuifOf9SvarqPxfKVdOMq97ynNZrjlB00qJVuLNxYsUtw3sfzR+ac4Aq1BY+KRti+0dZfdX/He+l+g17ZVt3n7nuvPOO3H44YfP72L7gCwpCLQvyHXXXYeTTjoJaRkdH4T4XXTRRfNzn9qLJc9zvO51r8PXvvY1ABT75kc/+hE2bNgw1PGbNwO//S3Zm5s3k92fpgYbMPb+zIxZsBcL5XEMJFGGsaSLRHWNskb6S6BcTFdmQQcBoFWIPIqRBzHCSJn6F+0gwGUEYx2Kw3CsWEG/45h+T0xU39f//M//WIW42WyibqhFGzduxAc/+EF8+9vftoaMUgpPf/rT8YpXvAJPfepTccQRR2BiYmJZadULlorXuXIhgBcdMo08M4b0jFm17LTNp0vgTjd1bJO0Q5T55iytbHJw2VwY4TLYLUsm2CGFSVGO6qKicWzYQYEAS8x6qw2QHAEJgUCo1RCsWIlgzWpiJYFWDYPxUQfsRBEBC9wQHiNQQ7lOCRg3pE6xFRl0aLXpCLliM8TzsM9EurxxE0mwxVcYw9AZGTt2EChirqPyzLG4tHYrylyeg1xWrLBoAKFofg24THH8v38Qv4QGcDMbidnF7Bmr+AbQUQitKPOUznKKSTMzAzy0mQaZLKUKNFu0bca4JE5P09XznJ4dD0B8P+22G5DKAIgyhYuVKm77ep3q3GgQi61eJwCIDbyxsd5jAXf/LHHs2D6yLvxOiJhNPe+JrCcDnNz3Qx4I+brcruI+g9C8DzUTzNwcb1kKAdklUQgEEYFA9RpUFCMw92wB0/FxS7tUSVK8xz5j3zOe8QxcccUVlfv3y9ILg1RVQaDDMMTznve8gS5t+5LcfPPNeO5zn4uHHiJX0he96EW49NJLMcp+4v0kTWnc6XToe9cuNw/wO6m1izcm31n/XeXxNEmcYtLp0GIKu5oBDuiRAFDogQfMeuU5odEgZWZ01PnAj472ff/OOOMMfOxjH8OKFSuwbds2u6D5H//xH3jXu96FO++8U1wywNve9jY873nPw7HHHosNGzYgSZJS3YZdHPeY+CAQQK7dORvlomyaAhynzy485fDdtZdMlDdPR8xYlYa1oHGXxgMCCgGjFwME7SYQaCl7Q38QyF1JTsFlAFHPeYWaOdjaFe+4/N/uFkGdIedrcZy4SAEE8m/A3UR5xQY9ewkEFUAi/zjhCubvtyCS+TNfEEgAPj4QtDQgENyYU3Gu+Vyi6pWymdL2QpNuuWXZQaCZmRn84he/wIMPPogkSbBhwwY86UlPWvaYK1XyrGc9Cz/96U/7rlQecsgh+M1vfrPH6rjUorXG2WefjdNPP31eK2c7dwIbNxIesGUL2ZQs3S7pTqwf7dpFgwAnLApDsiF4kSkKcjRqhokAjSgERkaBKAmgwgDaTKKsF8nYrHQP9G1CuwBwi+nM/mFAif9fubI39qJskyRJkKYpnvvc5xZWyQBg27Zt+NznPofPfvazll4tZWxsDEcddRQe/ehH24CLMzMz0FrjZS97Gf7sz/4MNZlZaHfKAPaJxAAsCJSSIqW7KcX3mZk2Dzczab8zAnm6Hfe70wJ2bDcrqk1gtulAIA4KDaFQs/juLlZU4QsAsRTkKquC6RSGHRQZg3dkBGpyAhgbh4oSqDWrETTqgGE+qDhyaeQaDQcgAA48AGgWkAAQqK/YGEdipUhJ1ygJfPkNXCbGCNAyto54VhlQDgAx22R2Ftg1bQNbK0LyHODT6RAwkmuzop2CqbtVQQ+ZBSTVGo4HpMW96J4xQxm3PBHPQikyVuwKd2jc/ALkoCDYyDU937k56nObNxPoqEABr6enqO9NzQC7dtI+gIC35pxjYjHrRj7TfkwU/961pn7UaDg0eXSU6jY26owymX5Qnofvmc8DEChqA6Tnxf4l3Tz81UF2A2GGER/DCloUUb2YCcfMIBszSNFT5HJRCNRrJh4WKYMAvQ8qUMQGGhtFaOiVasS0QRSZwNEGBGLXOjmgVswd73nPe/CpT32quv0fBrK36TUXXngh/vqv/7pvQO4oinD11VfjhBNO2I01W17pdrt4yUtegu9///sACNS49dZbcfTRR1cflGWk1LTbBC7v3Nn7XnPMN/5IgJnfW8ns4blAKecGKuc4nznEIBBVuggMsBI0NuZ821esIIVmdJS292HvbNu2DWvXroXWGj/4wQ/wvOc9r7D/V7/6Fd797nfj+9//fikb/oADDsCJJ56IyclJNBoNNJtN7Nq1Czt27MCpp56KP/7jP94zTHkfBDJtqnNNCwrsnpLnbrFKa9JhrKv0Mpk7PBYDgiEqWT0AOHZQFe1g2G3DSM/8PgQQNE8QaKnt5fIaFgEgQE6lBcRiII4yFDlV+6CNB6bZRSbDErIZO7UDYcQ774OWQ6BQ4nK69/lLfUGOIfy/BXkUze8M/tib723PwvFKFdlr/fqecucqrCt6QJAKyp/NMNLD+OrDCBpGqoYtBoEWcs59XZYNBLr11ltx+umn44c//GFParWJiQm8/OUvxyc+8QkccMABy3H5Urniiivw7Gc/e2A68Hq9jvPPPx9vetObdlPNdo/cfPPNOOGEE9DtdnHUUUfh5ptvrqQCz80RAPTggy4gNOD0o06HtjHxwDCr7TgSxwQC8Zw3MlK0ERnM4cvzPr6GDOPBL6Vnm9swNHLhjF3FRkYcm7pKvvnNb+JP/uRPAAC33XZbqeKY5zl+9KMf4ctf/jJ+9rOf4d577x0qnfzq1atx8skn453vfOdQ8SSWVPqwgXwSCLOAKFgvKbJ65y6ixnOqaQ66m6fECmo3TSySJhnq3ZSYQVPTzh2MgzZKJbnqd0G81Yh63WRH8iavMCK2iVJArUFBe8cnoOoJVBhDrVwJVYuhwsgx1Bgp5IBSfsYzptyXtSd3fP4t76MsILH8FG7PWy00Hd9/YnkQIPc7u0Q/d+wAZuYo5To/3Dw36cBzw8zqOOYJr5Syu5pXLwViAcl6agC51j110/4z4vvigJeReZmZssdsFLNKnsNkGQsT2t5sUh974AECH7spMDtNLKe5OUBnwLbtwM5dJgtYh/pWq0UfHoBkoO7SvlUirFRxzCpGj3nlnQerer04+LDRwQadZPj48YJ8Jhy78PFz5etwP2QDk8E1BoQkwJYkxo0LKNVe+P0IDBsoiRHE7FpJA68KQ6jGCGXVi2ICSsOQ2oI/BhBSzHKQwHaFtvTVr34Vf/EXfzG47fdB2Rv1mna7jUMPPdQyYqokCAI8/elPx3/913/tpprtPvm93/s9/PznPx+o11h35xmT4ZRXr3ifdC1lUJ/fS8CBQvxOs4LCZXbuJKWIxz5/sYPZqHw9Fn6vWZHh8Z6VmSQhhWb1ahqfBmQIe+Yzn4krrrgCz3zmMyufd5qm+NSnPoVvfetbuOOOO7B169YhWpp0m49//ON4y1vesuyuZAXhRQj+zS43qXHn5oAtmQCBci1YXEMAIYsRBuAB2NgGkmmhhJLrG/BAPwt1/pbpMoJAy2kjF2dsVfF72P0kQ+EvPuhTBgLZuHyulsoyfbz33NebynTBnmtDADnifx8E4u1yfwEwUlTtIBA8KQOQqoo+Zq9nyvCBfcHeYt2KQJBycbsMGFS4ffNPEcdTclfvfvS+B/N5LfrdCrPKHolsoGUBgb7yla/gTW96EzJORVx2YaWwYsUKfPvb38ZTn/rUpa5Cj2itceKJJ+KGG26orJOU9evX45577tlzbI5lkK1bt2Lt2rUACAB5yUteUlqu0wHuuQf45S9JR5qbcx4x7EXDOs/cXNHWYfd3ZuNwIGdeAGNGs1z0ksl0WBhIkroRL7JKBiXrVOwpxPoTe3SsXl39Uud5jsc97nG4/fbb8dKXvhTf+MY3Brah1hr33nsvLrvsMtx4443Yvn07mgYh63Q6+M1vfoNf//rXdoVNKYVnPOMZeN/73ocXvvCF84rHtGDp07+zErs47ZpMG6zc7twJPTdbTLXdNsZ2lhJA1G4RCDQz4/zvp+doe9YVoINRPsqMY1nfPEcPABQE5C7E1Gq5GhCFlJq83qCHvWoVUGtAxQFUkkBNrICKQgS1xB6iAuVWV2s111kZbRw0STPjRBoN8iMZRVUgEIvfwb19eRjCwAwFAIgAHABbtprsfWIFVItYFLOzRTejrnPT85lArLoqT9mw1/ck5/pzXXgVjF9q+yJGFNyZwa5ajaoAQCtA1+pAbII/d9oEbG3dSoNOp011nJ0lgDHLgM0PUZlcAFsSgZbtD/Qaaz4oxJm2khqxZRjsqdVo8GAXtyShWBy80s+GHQ9IDGIxqi1iMBX6A6exl3GL2KjkAcyuxnkrfNzWDKYxYNloGBcTU0Aqg+z6aD5BENrnothlbGQEQa2GMImcu1fDBHev1cjwVIqYQGzY+vEIPLn99ttx1FFHle7bl2Vv1GsA4HOf+xze97739WUBscRxjB/96Ed45jOfuRtqtntk69atWL9+PfI876vXQGt6VzlAM1OZfaaPBH7kvCVdfuX/vEAwPV1kIjJwyv9zHfxsij6Iy+CPXP2anHQxgQ44gICgPrrEt771Lbz0pS9FGIaVoQ98yfMc1157Lb75zW/ivvvuw9zcHFqtFur1OjqdDjZu3GizjVE1Q3zuc5/Dm9/85t3DgJMgEFBgU+aZmJM5fh+zgArz8DK5gwFFEAgw86B5hoHqDwINsj7na52Wjk8D7n0IEGi57eOFgUCLAIBKGT/+waxj8Ue8y7ZMCetPGir9ZNB+P+EEi+wP/jiiAQZNCBbS0Dow7KAhxLLVUNS97fm1AYvKQSAGfxRnMtWcNUyX3q4q/qFtQfHctqRg7cxH9oNA5bLkINBNN92EE088EWma4sgjj8Spp56KZz3rWTjwwAORZRnuv/9+XH755fjUpz6Fu+++G+vWrcNNN92E9evXL2U1euT73/8+XvrSl/as3lVJvV7HOeecYzNRPByEfcVXr16NzZs3lwISWhP75447aGGeF9t58brMtpmbg128ZiCo0XDJeXxXLbnQxTYwAzmySlyG3ez9l5P3s37FQBOTEOp1YMOGapcwoMgG2rp165IEgN62bRu+9KUv4VOf+hQeeOABu/2oo47CBz/4Qbzyla+0MYiWRSpeacZkvAULpB0zybHSu3Mn9FzTBekFnAGbGQZQ07CA5pqGMZSTO1inJcqWBGBkpZsrVKgd191MPpIlwduUiXkSBAYEqhPSNzoBJCFUQAyIYGwMKjTZvSTVc8R0TBk3gmeHskC+fnuyws8TvXTrkW5ufWLvACh2VinM+gCgDRikC2UMCLFlKzFlWEFhtzsGGWZnHTCU50A3o2ekQanj4ZQ6QWQvKNr8AQoqgNvuo7HclkoR+wQgECgMgTiBTmIbalED0GFM4EuuXT/a/CBw330OPOx2gLkW3UezCdz/APW7TBg23ObttnGBy3ufGeBcrSSjRikXC4hBDsBltFPKuUXJQM5BQG3NCDngQBRpSPL/MkA3A1dsnMl2lAHPBhkFPMDW6o59xfu4HxlDNOB01RFnTAuAIISq16HCEEGtBjU+5lD5sTEHinGMEB7U+T4r6pfn+Z5xF1lG2Vv1mrm5ORx00EHYuXPnUOWVUjjuuONw7bXXYq+MabcAGUavAeDi9Gw1AHqzWXT7YmCZRY7jkmUoFzOyzLmVSQCWxxxWeHwLyQeCfJEBo3kVbHKSxqKVK4FDD3WrZ6W32rELmHfccQce+9jHzqdJK2Xbtm34yEc+gi984Qt2oWu36TVAEQgy4742mSk1u6BnqQGBQCCQlHw4QGxBYpUM81wDs8jAbuxQtDDCZe14DQxkaPAxiwKCFgcC7Q5ZShBoUQAQIMYCCfrkRX2CD9fFUAGli09Vz65fu5exfHks8fuDHWdg+5aygBAAdga3x2jxZfQtme6d+29ZmAYAnAm38laMUahkjAG4KhZus+y2y+69wi1skAxSR9ylFgYw7cuy5JraeeedhzRN8bSnPQ033ngj3vKWt+Cxj30sxsfHsWLFChxzzDF4xzveYV2TtmzZgv/zf/7PUlejIFprvPe97x0aAAKAVquFj370o5ibm1vGmu0+yfPctvMpp5xSqShNTbmMpXluEkDN9S5iS0mS4mIa0LvQxQvJcrFLKQBaQ2VdBO0mGuk0as0dqDV3oN7agXh2J+rpNKK0CeVN3tJdTMZblJ45bKP1kxe/+MVYtWoVAFpRXQpZvXo1Tj31VNx33334/ve/j2c961kAaIX8DW94Aw4++GC8//3vx29+85sluV6PVIxiBZQeci4pzpaaaZcKRB1KjVKVZwQ8ZJlZ2TJlbABcLRC+uFex4QoUVsD4w4arTO3NcU0E8yEW8RTCwABCJh5KEELX60AtoWxGUQQdhEAUQstYDExTGxkpIoTDUNslg0feE++TMX6qlDZJW/O3h06BVFGEQFB67QTYzZi6AwfjoAhG0Qa3PXTPi0GcKgCoTHxQqHA9KXkOG4dI59R/bBav1DuDUZaC0GzPDXorAhAHIVAzz0XnwIoJitNTBp4x8ttoFFkr3J+Y5SMZWKOjxcCr0ojrdt2g1elQS/GxrZYDgKSxCDjjsGPc2aamHFuo1SIGwuysA604fhCzjGQ8IRlXyG/ndhuYnaPzMfhln4v57qZQHA+K39GcAoRT1iP6rbtdAn47Hae48jeDozLmUh95uAFAwN6p1wDAZz/72aEYQCxaa9xyyy34wQ9+sIy12n2S5zn+/u//HkB/vca+VxwMWr53nMGrrG/LDIRcTioZ7bZhK6YOSGIlSTIyfVC61MCB26a1i3MGuEQAc+Z9HwD6xXFsM9m8+c1v7lt2PrJ69Wqcf/75mJubw1/+5V8iCILdp9cIKYUEAiXmJIUq2355ayUAwH7skp7jhpBFgzR797i8lI/LknYWCgD5+3lRSnv7BcACBOX6kF+pxUoVuiX+t9CNJr1KG/Aqlw2j4VwnWW/jRUMGU6X7m2wS1i+8BTcFwzTPjXdAlpprOOakgibzQVZd/HYYlUbvg5x/+w0D6pStGT5SZMmZQI95zGNwzz334LbbbsPv/M7v9C1700034Xd/93dx1FFH4bbbblvKahTk61//Ol7zmtegzb5MQ0qj0cBHPvIRfOADH1immu0++cEPfoAXvOAFUEph27ZtWLlyZU+ZLAPuuouYQJs2Obd5Sd5g8ckeBdsTLgYQe98kiYvLmySAyjOE3SbqaCEKaJCRMX/4u5B0KIyQJWTgRUnQFyRnN7TRUeCgg/oPBLySODk5ie3bty+LEbNx40acddZZuOSSSywYqZTC0572NJx44ok4/vjjcfzxx+Oxj31s6fXzPMcvf/lLXH/99bj++utx3XXX4aKLLqpOW+y91rp3k4lzrJGlTJ1OqcyuXcD0LhNQ0WNczM2Sq067S5nBuh2XqSk1HaLTFXR6QR2zrmCKQCR/xcSCJsoBPRzXxO7nmDMcL6FBEcZHJ4EJSqer4hrCCRMMKg6horjQV9T4mAOAmEHiGronW1jlrCD9I22DimPynAxwGSAQoHpLY0WyUyRLxT47xRAJtc3MLDBnXBm6GRBo57LHgbw7HdrGEzzfm4mbEGhdDBFY1l9QPuWWtoalCPMqEse0iIkFFCjoMDLxgULoUFFMIE5p3mxTrKkdOyjY+LTpZ7lRUmZnaTDiLGCzM8Qe4n4n72MYRlcQuCCrchvfSxw7NgyDeux6xSwC6ZLGwB4bjZIlwNflYLE+nZLrZgOKinggVSCiZDIBNNjxYMtxfwJKDa/CiBhxQUCgahjQc4gjqFqd1gdjctdTMQVVtyygRgNE6w4cuMYD+SNoyWxv1Gt27dqFgw8+GDMzM/M+9phjjsGtt966z7OBpF6zZcuWaiZvs+lYQO22yUTorVwBbiVJrnaVMTzTtAjiMmDqjzFKOWVEigyI6Iuv2EjWaBwTE2jNGuCII3rPK+Tyyy/Hs5/9bCil0Ol0lsVla+PGjTj77LNxySWXWP16WfUawLVxnkNnWXGo73ahOYEDG7lWz1hGVzAAVm+RsdzY5ZhfM84ipuCyPc7nHVw0G6hqVi8ru3ulmgXU7//qBc/FAUAe+FOI95g7hdpeSDsdSOdUrX6VkCux/UQ+a/7txxLrKa/MT6qPtu7/BFRReoh+Gp4q/lRCL5VMnAIT3JzKtoG2HmlQQUmX5XeCzuMvUJdXybMPhpB+WHt52UeeS9iSg0CNRgONRqM0o1KZrFy5Ep1OB7Ozs0tZDStZluHII4/EXXfdVbo/CAJorVHVDGNjY7jvvvswOTm5LPXbXfLqV78al1xyCZ7xjGfgv//7v0vLTE0Bd95JbmAPmfAbcoEZcAtiVTYWkyE4YDPbJcaWQBLnqHVmEKatwsI74Mge/jbfdTqOFfLGCPLaSF8fV7bjDjywL3MaO3bswOrVq1GVTWMphV3FLrjggtIVs7GxMRx66KFoNBpIkgSdTgfNZhObNm3qUfbf//7346yzziq/kPeA8pJFA63hgkLnZDzrbpcyL+3aRQWlgd1NDfDDINAcIf3tlmN6tNtktHe7sO5IrEB3jdFsHxk/aG9lgwf6KHRGqwpMkNuQ9jGaWEtMYOjVFMdFKSBpIBxt0GlKQKBgpAGMjkKzWwsbA7axPCCoaohkloQMCp1bqMaVyXMaX7TuDW7F7J+ymcen2kIh1wp6ZqoXhMjMinaWu8xZ1i2JFRkHAAV9lj58FalMjawUW2fz/Op1IK5BK01ubSFlCcsjA+6FET3DPCdQ56HNBAa1WsD0jAOCpqcI/GJQpdU2QFdmWDYi2LKffY4VEwZqeECSAVqVovpoTUp7owFMTNL5GbRj0JD9X6WxyK5iEuyU1ElmHXB7++6CEgyVEe65j5b1QQaMrE9tnd6BwNxLFAFRiCAIoaKQgjtLFlpSg2o0jN++AVzrDaiJCQJKuQ71OimUjORz1rdHkKa0t+k1APDhD38Y5513XiUTKAgCVGVBrdVq+NrXvoY//dM/Xbb67Q55zWteg4svvrivXkPjh8kCNj1Nik7LAOWyTBUbCHBKD7+3nBVDMn14HOBz8HsM0KKDBJmBcpC3zGrh95yVq5ERcoE+7DCKD1QheZ4jjmPkeY4zzzxzWRczl1KvOe2003D22WdXX8wDgewmHpONq7DOGQjilcoS9/RB15jXGMfAD9x8blnK/Fw9EGghC47zOaYUBJLf/cruXlkqEGgg4UaCPFX7NMx37gJpSlcwoMi85f18DOscSyFyTPBZQL7eyDqMrY/Qr+kAAAoBeB+8e9Biu7yGcA3jBb4yRlLJ+6JVMMDbUQ0PbvoLxQOK9qlWxTGPPBBoySkPGzZswMzMDKampgaW5YlgKeKwVMnFF19ciMsiJYoi5MZAS1jZ9iRNU5x33nnLVr/dJT/5yU8AAK961atK92tNbmDsWTA3V9SJchOSgz0ZZHKNqSn63Ww6eyqKXHYw1l+SvIX67HaoTsuCPXxtSSSQLyB7MABycVwjas0intlRBCmMsB2VpqTrNZv9x+OVK1fi6U9/OgDgH//xH+fTrPMWdhX71a9+hR/+8If4m7/5G7zgBS+wAbtnZmZw22234frrr8fVV1+N66+/HrfddptVlNauXWtT0t95550LqkMvw1IDaRea2SOheDgBs2U6FCNI56Covh7DBOD5hSaJ2GT00mYC4QcbSsaLpzCxoc1oYFIjlkgoXKxyY6Rz0EWez3muCwOoMCjerC8ctJs/YQgVx+7/wASXDkO3rawhZXCrOIaKIjq2qszoaCHtNsdbKRjykg3EYtpHBYpOpYzLTcgxB5R78WwAQ3n/tC0AZQDzA0AvSvzj/VW2PIdG7tzOmXJs60kuSa5vKEBFFPB7cgJomLg8mQEPk4T6Q73mIs7X68DYOAUxZnYPu/txm09M0GdkhMCdsTECGAXQgVpCMYxsDCDTdxm84YFRAjj8bCUYKOP+5LkLWi1jBfm/pULFrmQcs6QKsOOyfO52iwDAAusO1HegBOVbPAd2QwOoPDPUmN0nmVVMCS2L9fUwl71Nr9m2bVtfAAggEKBKr2m32zj11FNLU4TvS3LNNdcAAF75yldWF5LuXMwklAAQ+40zW4iBIg4e3WqJVZPcgb8yDTy/y1Jp4u18DV+58cdOy3b1ZhuxuGABqOlpqlufTKVBEODtb387AOCiiy6qbp8lkKXQazZs2AAAuPTSSysXZXvEtBXhKp71X2Y0l4lUiHwEod++nrqgQlEoXMwVXihQMJ9jeqzZPhXc5yzfJQaAcqE76ZJ52QdNei4mzj2PZ6RROLK8znIMYCl7Xlrcgz27fzVmpovzyvuV52BdIcuIZZ6lbvz0M+IWXMjcdQd38yHeLf/+BshCAKCFlt/XZcn5oS9/+ctx7rnn4swzz8SZZ57Zt+yFF16ITqdjA/MutXS7XZx22mmlilIcx1i7di3uv/9+AMDRRx+N22+/vcdlrNVq4bzzzsO73vWuZVXqllO01jZ97HOf+9zSMryo1WrRt3T1arVoEY11oX7SbhP4w6E0bEDodBq1nLJoxSJ+Ktu+DADleUnSCyXCeMjNWYp4egfSkXHoWsNtF3oUA0HdrltUL5PXve51uOKKK3D55Zf3v8ElkiAI8JznPAfPec5zANAzuu+++3DDDTfgoYceQqvVQrvdRq1WQ71ex7p163Dcccfh4IMPxtFHH4077rgDT37yk4e6Vv/xVwPdDnSau4JhSO4i3Q4dzbEJOC6Q1m4VKzXuXbmZJPkhchBElQG5AnTgGCkWEZBiACEZjyj0wRDeZlbXFMcDMh0o1wAC6CgWCyXK9i2+XZ3nveoDdzpWqrnzcgBgrauBIJ70GPCR8YK4M1a59vRbcZQdWXyrgLI8KB1YVzNt27C4iqPM81jwvFal/A7i2XI/sG1h/ugcBEUJ9C7PAAQu+HKgAERALaTg30oBO3eYoJqpey5MU24ZlFcHLjiizNLFwgHBmYYvV/YYhKzVqE9lqcsGxgDI3Fwx249SxexeMsC4jKMjgRY+pqy9/HbvdsnQGxsrDop+h1aKrhGGNHjH5IJnaetKERbLCnCWkSuYUvSOh5FzsVQBxQTLNdTcnEsZ3+kQUDZkXKCHm+xNeg0AfPKTn6w0lOM4xmte8xp8+ctfxtvf/nZccMEFpfEQH3jgAVx88cV47Wtfu2z1XE7hTJ0A+mdik9kD2Y0LoPdg504X06efSPdLGUgaKC6GSOCH2YGSJVgGAg2z9CwVI16R27kTWLuWAkZXyGtf+1qcf/75C14wmq8sRq/59Kc/jfe+970YGxtDpZviADBHKQGzaGPs2rGSV4qGOFc/qWI+VD3fggyYN5dDeqxwrx32eim2ldYLDN5b9bw17zMfO7+J99Me67cdgz7Vc2KJpusui+Ld+f9X1p/rxHqn7eNl7J/yc2mtoUqLld0rg0IKUJr0fuvqGHiXzNyCplmYHOx2zDqmOd+AugN6qHdoPwA0WJYcBProRz+KH/3oRzjnnHOgtcZHPvIRjIyM9JT78pe/jHe/+9047LDDcMYZZyx1NQCQMrZjx46e7XEcY8OGDbjyyitxxBFHoNVq4YorrsCzn/1s3HzzzT1AkNYan/zkJ/GpT31qWeq53LJp0yZLCz/00ENLy3CCC158ZrufF8R88e0rwL3zrBtlmcnG3Z5ColoUzsVjwGoxEvJxMqg022X93s1obhoZgLzW6LGbeSG+0+kPAr3whS8EQK5hWZbtnlTuQpRSOOSQQ3DIIYf0LcdKFQA84QlPmPd1igsXBgDy88YrRayI5pxxv8lg3bpSYxDbWEG66PMehC5FK+CM9SwTE4WnkChxXf4/jOi3hnNvKSCGACLBKMpphQMBdbDCfAlPP7OsGU+YbSQD8bLbmWRt+G0lRboDcJBoGYtBAgBVyr+/zVcsOV08Z4CQN6oMYpqmRJUvTPIlSkSZ8KqODeRXolLwShFnP/HZS9zgBUPH7OMVt0DcG5er1UzWM9OvwphiPo1PmlhUbRecnCUKaBtnr+M+FkWkrFi3NMNw0xAuYMJFjN29lAK4e/MgMjtbRK35PqTxKFfE+LcP+JQNnFXPgI9vNl2mMh/8kb/Z0JydBVbE9j6VzoFMUXube1DW9S0k98541AVOz0ybaQ20WpQePo6pfaNosMH8MJS9Sa954IEHcP7555cCO3Ec41/+5V+QJAm+/OUv4+Mf/zjWrl2Lj3/84z3lW60WTjvtNLzqVa9CPExQ/L1MNm3ahK4B7Y844ojyQszIYxCI4/jMzBCN2X8XGdxh4wpwighAxzKoW8h06QHl/C6GoQOT09SByPwuz8e1RwJBzBTcsYMYjhXWy7HHHguAGO1pmu6eVO5ChtVrAFidq9FoDChpT178X9ulELdJwc03PJMtFPwpk4JioXuBoEIVBZCoqs4x32sOKcOyjhbKTlpS6X9vivXEEqBjcNV1yU8fAPLKmPbWuVkItBgJtZX2XOw86MRVynwXwHulLFCpxP+lLSCP6093Kt6ff7K+bCEfkvKvI94lnQF5CCjHOC68Cznc/2EwXJ/VRo8fmC1vcB99JAI6C5ElnxE+9KEP4bjjjsPNN9+Mc889FxdccAGe9rSn4bDDDkMYhnjooYdw9dVX47e//S0AGvhf/OIX95xHKYUrr7xywfVotVr40Ic+1MMCSpIEhxxyCK688spC+tbx8XH8+Mc/xgte8AJce+21BSCo3W7j/PPPx/ve9z4ceOCBC67TnpLvfe97AOgeaxWBBJn932o5HWnHDtIzANjFcLYNqxY82m2yE1i3ilvTCMIWlGEGhRxbzBtnJQ7AJAwFslGGkXBuGlopKC/4DxMDeEG9Sg488EDDGtG45JJL8Bd/8RfDXXg3y7333mvjTBxzzDELPo/WoCCKqVCCGUxJUzKeOY6Jzl3Q5zyFdeHJcyDNHUCT58JFSyhdMA+eA+fKSchXhghZMMwE5Zg/1h+ZwQZGCgNHLeumwLjfYSomkyrlm0EfVvBZ4ZIghzT0+UWQMWhY0ZbZvlikLzWfqx/oUyZcHwYlfGApiuj1CgJUxkEoe4EZdPANo7I6avHw5KAg42CAH7V5rrYtNFSWUeY2iH6gNTHQajWK+cODRGqydCU1YFyTAdTqECjUMrE5wsi5OyF3ABUPRmnmzgdt3AxFxjiJHBNdjPbn5lw8sLFhl+e9rqjcJ6T7lGRScTR92aZ+nBC5wse/2+3eQNGlfUQ5lsDICH00uTsrZAQERaFZ/XP10kFIp+M+nmUmfpOiwOY8F7KP7SMQBNpb9BqAEhmUrawmSYJvfOMbeOELX4jvfve7dvvf/M3foNFo4AMf+IAFTVh27NiBCy+8EG9961sXVac9Id///vcBkF4zPj5eXojdIpmdNzVFqU85rlenQ/McrxT5Yx8zOzmQs+/K2Q9U4TGR3+MscytRC7FQeN5hpabVcpk7KkC8RqNh9Zp/+Id/wDvf+c75X3c3CbPVq1wYfdGybSvmUQVN5TxDfEmFz+mzXkuD9tp/es+x3FbrXgHwLIUo8V28n6FvUQIgrJ/4AJAsrunk2ui2pK7Q9XXxhOLUYu6vrIfrlxYMUopsGf88SyEFV61yIG0YgMUqbdosNErQhhfaZNbhXBcX/fqe2jyPfmXlWOjJMMTKKvHX+R4JsuQg0Gc+8xk76QDA9PQ0vv/971ulxacw33nnnaVU1cVmrbjgggt6As4lSYLDDz8c//3f/401a9b0HDM6Ooof/vCHeNGLXoSrrrqqACAppXDGGWfgC1/4wqLqtSfkM5/5DADgcY97XGW7cip4XiDjrMbMfJa6UT+bVTKB0OkgUk0oY4fFsRsL5Bzo1ygMi6DQsBK1ZpDXYkAVDe88dwGuq2z/MAzxnOc8Bz/84Q/xta99ba8FgW688UYApPgefPDB5YUqJoyCHpSl0GmGgpNTroHWnGNUJDWg0zJpvoXRr2FceIzBDRi0zlDf4wjosEGO4qAemsDObGjLSlkEMCYGSGHSUMLVio1no2Rz/CHJKuLLqqCnf1F9B6w0MDNEBhmWrBYJ7vBqr2QPSeVUynwBn7KyPgjE9THtpzXcfi4rgCJVds6yFIBVdZQAkL+d42JI/80sJ7YO4LVN3uv/GUUU4DjPgI5JKc8uFdxH6g36aG3i4LSML7oWM3heBOvSjM6ZZrBBOvm5ScCFhdFnrY0LpPnNVEaZ9QsoBqVmQ7HVKrqOlDGAuDwDMDLgsjQMOh3HWhr0fJi51GiYlUtSMFWekQshA27MdojYdU68izoHENHx3a4zgBnIku/CI0D2Fr3m7rvvxoUXXojUA+JqtRq+853v4NnPfnbpce95z3tQr9fxrne9qwAE8WLZG97wBtT7ZU/YC+XCCy8E0F+vsTGzmk3KdjE1VVR2Bvm48/vLK2R+3C/O/CWD+8vz8RhcBlTMx7Cz7EOhxHCd5uYqXcKUUnjJS16Cb37zm/inf/qnfQIEWhQrzesHBTN3uQEQ+3w1oFVv/IJCxRY5bi4UNLL9swoAQG8f3q0y6J5KYkUYyf3sJ1LsAiNQAIDcwShrD23O6ZqD9Ew33pe0I+sdCxEtkhT58SX53KzTaXE/w3QFP1bPggEgv6yCc0MTi1ryfWBmUKAxmOUDc75BaEwvALhf5i9LDgK9/vWvX7Sis1iZmZnBGWecUQBxarUafud3fgc/+clPStOjs9TrdXz3u9/Fy172Mvz4xz+252i327jwwgvxwQ9+EIcddthy38KSyS233II77rgDAPCxj32ssly3SwtkO3aQTsHxE33bxge3We9h24ttpLSTox5PQ/HCF5y9x7F9y4QXzAKRQGlYUTpHODeDbMwpREy8YJushMFv5YUvfCF++MMf4uabbx7+ortZNm/eDIDc+hacyl5rYgHxGKphqPIdF/Oj2wWQERjTERlughCAcblh4AWa50az3biAQUyshfGay8v6mwcdBC5rkwR2bHYC7bZpELiQRAT8MYMn9o73ZT6ZjTjwrwzgW7ZazOeUL4owCsju9gznYRUtH2VlsED6T8rAoYGyLmEF97Sy87JhX1IXqd4UVR3zX9lLzOcxMWQUr3AxQ4zjRSUcWyc1L7s5V2QQ4MYogBlyP4RRHBSDE6L+9QagAwpazmANckCbNgn5vIbFk6buRrR2gKZ//2HgBro0pfpyf/XTI/Kgxe3JRqc/aPYTLsvPTMaW4v2Z8cMPg+L5yvqyYfHpIAA6XSh27+JYSeyrC02MpjiBDfYeBATcxeLafI8S8NzNLrN7UvYGvQYgRpJfj3q9jssuuwzPeMYz+h77V3/1V6jX63jb295WAIJmZmZwwQUX4N3vfvey1Hk5ZOPGjbj22msBoD+wkefEltmyhRSb2Vn6LQFaye4BimO3ZAIBLsggx+DioNOjo0UGqBR+d/x5Ydj+JOcLH3jmYI594gL96Z/+Kb75zW9aPXBvlaahna9YsWL4g+TcB5QvuhRXPTA/Q3c+woZvmfG658cOK3stI6isjdSA/f2OL7lHHwCy+lx1e/Q0lVIwfoYo9Cd+P5ciZp7W5M5vmEGFaxcqxTom+t9+iQ4yLHY0RGXdmXrAG3kVDeQKCIZx98LghSaNAhgqh9b9MrwsOQi03FkIhpHPfOYzBf/3Wq2GJzzhCfjP//xPTExMDDy+Vqvhm9/8Jl71qlfhe9/7ngWClFL40Ic+hK985SvLVvellte//vUAyHWIg/WVyfQ0gUCcHUzGUSwb0+SYIt/V1MRtzadnoRqZ03eCoh1RtpBhbbQB9k2Z2Hm324bqtKATt6rJ52u3+4NAJ5xwAgBakdJ6mGBmu1+4Lw7tN18m3a6zpXVOwWHTFMhMWvdWi4xzBQJYOmEvSyRQNAeGAdA17mEqJIMyz2h7ntNkyVjMMIloGATgg1iJ0ybAtGVowLkeaQMqBIFhKOXQCKAM+6Snrw1JNy/er2CwlBm/bFDI4J1lk9hCOndZXSSQZd2WxCpSkri0eFUKH7+QYuWp56W2Zc3t5wMmZj6WDaE8ByIB5sH8zHNoG6BZXCs0YE0UA6OTwNwsDShtzkynYTNcMRBVrwNtDaQBoFMAITHXQnjPIQTqMfVNfl5sSPn9mzPURbEDRnOBiHN7SeOR4/fIQZMHxX7PwFfyJMjCq+KW1ZQ7X3tfIZT2jdZk9CYJtM6h8wCIQwRKQTFoCbi6KgVkNXp/kxqgvWDiWebiAtXrxb7+CJC9Qa+54447cOmll1oWkFIKjUYDl19+OX7v935vqHO86U1vQr1exxvf+EYLBLVaLZxxxhl4y1veYjNP7u1y1llnQWuNo446Ci9/+curC6YpsHUrKTg7dhAANDPjsnv1jHO6CPgDDnhnJh6Dte22A9uzjGLz8H4/Phq7bC2UwSHPxXWSjMM+NOenPOUpAAjs21v1GgCWibZz586hyvfAOWVzndZQSvcuYCyLCIO3tI15AavCUl1s35iP8CJd1by0B4Ci6ifDbTLfRc8SA4N+eNt0ebHK08r6mOMl+LPYthPHanNeJfVPW8a0GPennJW0kjpU1GfpgCBRJ527hdtcE/tHXjFXhhE06MrD1G5J7+ARKQukEuy9snPnTpx55pnWWK7X6zj++OPxk5/8ZCgAiCWOY/zrv/4rXvayl9nJqdvt4pJLLtnrV1RYrrzySvziF78AAHzlK1+pZI50Os4FLE1JX2KmMQeI5sVtXkybm3Ou9BwmwmYqbuaY2dZCx4SSkOxFaXeWjUsFltGwvdObU4M2rSjxuMk2Tj9bDACOPPJI0x4dG3x5bxMGN4f1m+8RraFTY7TmGVS3A51p8/AyChLLQZ/5ATQaNGhr41KjYBrXZBHjuCk6c0GflDJZmGDmKi6jix9XMXIj4wdmJ2c2+BUBTbz6EoVAaNKrKwMGKcCmswQcnQzefLNQt4d+k5YPypQ4FitpTCxG+BwyRoyNpm7OHUb0bPxb4B9liKvcV3EgAboDJl1JDWTwRB6jAtJdGFSx7RICSd3cF1zq9kgEdOY5P+JjlIkbxX3HlOFg4qEBcpKEAE0/6nySkPtZzaScbzTIkKvXHZ1f9ikJFkmDkYPO8uAmWWNl7cmGZD82gm+oyv3+8/Kvo5QbkIPQZtrLg4DYQb5kxme21STXOqWgq1bYuV77ZbfK+9//fvtbKYWxsTFcccUVQwNALK95zWtw8cUXF9xuOp2OdRvf22Xr1q24+OKLAQCnn356tfuQ1rSyxXGAduxwqdVnZpxCMzND+7duBbZtI2WIU6VylgxOy75jB52PXSKZMt1u0/Yq5p8PuA+7ZF22UsYgO++TlO0S4dTrAPZavQZwC1t+3KqBIsd0XwwLF6Fs72UwGv1rs94jrzeI2bBEl57Hka4flp1kd4KFpdeSjbjYupQAQEABBKp6bfufk/XiJWD/VF2QWUE9uoQAoOwH4p406d2Zp+eJ3UBPiyy04sWTFurq6/saLlj7oNNWlVFCJ9SF4nslyW0vlr0CBPrJT36yZOc6++yzwZmw6vU6TjrpJPzoRz/C6OjovM8VhiG+8pWv4NWvfrUNqKyUwgc+8IElq+9yyqte9SoAtBL0pCc9qbSM1pRpdGqK9JgdO0gHYv1HusMzIMQxFjnRRrPp2NVKAYluI0s1mi1nK/AiR89CW4V9BIiYqX3uUZXY1CrtAmm3J+Yq0FdXwrp16+xK6A033NDnqntOGPwpywxTJQpiYMxEWlt2Ccsy2t7tGqCFG8z8VhpojJAxmRkwh781HCOCwRoGcwKQMc6TUOnimBm1o7gYeJmzkWWG/cCfbkaAFBvwYWQyjot667yQjaCgX0h2xUJkPkCQH3RYynyizylPWeNzJ4m7JrOi+L6Vctcvu5YEgHoU2IrVTFNe8TOTsTF8BYWvya5F9qXm+vJKlVnN0tqwbyJgfNwYTV0qPzJK7JR6wwSITsh9KUkAZe4xjqkvBIFTDJS5XpKIWDpywBFAEtdVtjcDMTZopGg3vn92D2GjUMaGsseLNmeDkhF0NkTlp9l0WYhkDB553VKN1Xt+XM4ApbnJCJbnOcVP4PcVonyaAa0mZRST/cNni/UbSPcLgKXVa2666SZ85zvfQZqmCIIAExMTuPLKK3Hcccct6Hx/9md/hq9//et2Pmm1WjjzzDOHZmHsSfnSl76EbreL1atX45WvfGV1welpep82bybFZvNmp9ywEjM35wIg8vs4O0vHTk1ReXbtBNw7PT3tVstYMeIUq1zOl0yA3vK7SvoZ5pIFyEByhYyOjlq95vrrr+9/zT0o7A4275hAPS4y6PlfAWZhgMc7+VlmkZdYKn+VngUmebFhz++V9fWMKt1hqaVMT+u5h/51GAjWlBkbwg3MJ82UgwkCWFFmQbIMAFoqFMJUwkInpS4ZsqzRkZXYlmeAjdnj6uZpQfOok/e7qo2owiXHiGfRL4aTPN8C2nNhj0At4th9V5YlX2Sz2cQFF1yAK6+8EtPT08iyDDJwotYa3W4Xc3Nz2LRpE3bu3NkT6HAh8tBDD+HTn/402u026vU6fv/3fx/f+MY3KjNiDSNBEOCLX/wi6vU6LrzwQrTbbfzHf/wHbrrpJjzxiU9cdJ2XS37yk5/YTCWXXHJJJQWYF8aaTdKRZmZIn2F7iMGdfoQBPjW7yU9GTXRD0qVWrRJkgLAIBAXMFvTmIfoxmDRR6nptJEpbUKqoTDAxoUqCIMChhx6K2267zQYp3NuEWWmsMJVKHzqq7pqHmRoAKM+hui3KEpbnbmDWGcVjsbFKMi+FOrldEc0K9FvGa5GBiTlVd6Ei5jsMBNPDMzol0s94ATM8lCIXsDAkrKrbcVnCcgBxXAAe+bcaaSyOiVOlcPI9SwOZ7z13IIjiW7cVkvfqTXhlxoIEK9KUAA4T9VwHIQFi/KyiiIARc5xiAKPshfZfDquYmSCIXN58c8SngkiggP/XmlZh09TFeuJzmzJMeba+pNxmUQyEObFyRkdNlqrIuHrxM+TBxyg7UQikHLSZ2y8wypH55lUoGe8p4+DPuXPbkAYW/5bPX7pilLUD/2Y0na/D70WZ8HkZfWeAiwdMjm0kr2PPpR0qLuNGKbMv19AhyBUPBAYFcURzg8V9M6gso7bm68lBW8ZWeoTJntJrAODUU0+F1hphGGLFihX46U9/iqOOOmpR53zxi1+Mb3/72/jjP/5jdDod5HmOs88+G2eeeeaS1Hk5JM9zfOpTnwIAnHzyydW6XbdLIM6WLRQQ+t57i32WqcwSsC1TDphRB1DfZzdspRyQ1Gi4d9q4YNptflyvsvG9TKr2yfFfluuj2CilrF6zN7PYmb0/r5hALJz8oE+7KWhoGU+w3Iqdv5QxjBT/KVNul156Vb5hrzXE/ffRJxclJe1BoQNNcot5uIFVV29wvf3ptFhHlCNCSoH03wrjaCHi6w09dSFdrGjLeXXjxVAt+qTOi/qd7Ztwumdlndxp+pbxATx+v6RuK68jG33QezFMmaU77BEnSw4Czc3N4alPfSpuueUWACh0WlaYZCdeSh/lT3ziE8jzHPV6Hc9//vPxr//6r4vLNGBEKYXzzz8fjUYD559/PjqdDk499VT88Ic/XIJaL72kaYoXvehFAICnPe1pOPTQQ0vL5TmBPps3A/ff77wZ8tyxfNhuLNOVysbFbjtHmqVAZMClOUrNnmvCFUIBBLHNV+bW2TfchFioKN2tgCDvkmeIdnqTH0OwTJiSLIOK702yfv16AMCmTZvIiBsS0FAKFM/FMCzs707H/M65ED2oTg5kHfHAzfYkIqO+3RE0L+NywisrzAqSDzFWZLwzw4DZIGFYVMiswsGaWk5oQ2BcfiLjalUfod+80qHggt2WdB6tAZVEUCONxa/99QOC+NoSCJKgSL/zyZg8ZcLnkYFK2S2w3YYNvBzH5pkYdlBulGMGBQZkAbPBnH3lx6ub1aXl8ZKBxMAJs3OyjNy47OysoFQAjRw2nlSW0XMdGyMjje+5VnfngECUOZVgnANxSO5M3ZhYRJkEKw1AwrEQAs4oB3eu3NQ1jBxjTg543OaaABWbctAXZuDIjEK+610/Y9AHQzsdZ8AmCWy8IKnlKDY4TH9jhFwOtHkKnZtAk3kOnQTINRCap2izhfD12x26nk+pZIXyERQcek/qNT/72c8sq2j16tW46qqrcPjhhy/JuZ/3vOfhsssuwwte8AK0Wi18+tOfxrvf/W6sW7duSc6/1HLZZZfhwQcfhFKqf0Do6Wly7/rtb4EHHyyCtlNTzo/dz/bFfZuBVDk2K0XHxYK1mue0gsbv/Pg4Xbte732vy5gWvvTrMz4rg92OOYtlH1m9ejUA4Ne//nXfcntSWPdaEBuN5x2fIW3GQJ6rlAK0TVIALAkI1KO8Gpd4rXvdoAe5Ug9juVbs7pcDolpEXJt+bSHjOSyFDBwbhweAqkXOZyX1Fturb8voxADcspc5rgwAWmj7DAKA5L6h0A3txiR/gRWwOE1F7tzec8nYnmZTteQAmJFtfledN8tJ31uUlBiQvGdoIOiRixYtuTvYBRdcgJtvvhlaazz2sY/Fy172MqxatQpBEOCVr3wlXvjCF+Lggw+2itPLXvYyq1gtRu677z58/vOfR7fbxUtf+lL827/925IAQCxKKZx33nk49dRTAQA/+tGP8LOf/WzJzr+U8p73vAdzc3MIggDf/e53K5XRZpNc4O+8082d7K3AGZDlwjTrTFVzgdaAylIbP2hmGpiaLoK+7Hkkj5Gn8skPPsCsgl5dyBcCgcjokgDQMML0+Ha7PdwBu1l+93d/FwClKJ63f790sQLcw5DxTtIO0Oq6CU668fCDCkIyyhsN2ADRrNT6HYTZFmFImbzYnYeNSzsRcyfhn9rtUwpA6EAjBoAyY9wzgyntUnkPTFEKQKCg6vXFuYJJ6YdCSlcwLsudVimzEFNhEPjbJKuDFX7+ThK6nzh22617U0DKaBhSli4JRg0zKxboU+XGjDL3UtjL7SuMJ6XNs2l3UFDILJXPGF7WbUwBoxPE7AoN2yupO0W/VqPnHxkFlvtcaNLL1xL61Efok9Rc30lqtC8Ki/fFAFHd9GnWqCVlWSnR37Jeg4P7HDNpWu3elOqD2tz/n9tfa+c65ruVcN8KA5HVzLy3uXiHodz9mAGd8CwBWPA7zMdw3WUfBgrstkeC7Cm9BgDe+973Ik1TrF+/Hj//+c+XDABiedaznoX//M//RKPRQLvdxic+8YklPf9Syoc+9CEAwDOe8QwcdNBB5YWyjBhAd94JPPAALENn+3ZSeFjBYSYPu3OxksOsRN7HClCn4zJoyLhAee784/n9nJ3tVZTkgk2PD3uf+YT3y2/AxMFTRXZghRxyyCEAFgiw7CZZu3YtgAXEBALcGCVdskvaUwPGmFVu7lmwmHm2sKlMOVXFuY7ru5jrzmv7sOcc0B79wMuhLjHgeKFXUD2GM0/LDf0B7Wv0kL64ljZAD/jDuothvfcwcZdAqhhAcoGhKs6gd0zhnNIIG7bvafsHA9uzR5yr3cD2GegW5te5ug8t5aN4pMiSg0D//u//DqUU3vKWt2Djxo34//6//w9/+qd/ijzPcfrpp+M73/kO7rnnHvzDP/wDlFL4yU9+glWrVi36uh/+8IeRpile//rX42tf+xqiaMlJTlBK4W//9m/x8Y9/HACBLXub3HLLLfj7v/97AMB5553XNxj2b39LLOnt253ew7qRjFcqvRn8ECA9eo52CE+nS674vBgOuLJ5VgSWeLyQgE1gFlTYPhvGPbkA+GTpvEEgjrWzGBfC5ZRDDjnErpjddtttQx+nFMgdJCPDjw1ZzZNZlgKdtnGr0YAWGZCYTZBrZ1Qy04SD9zKww8GKeSJnNkqtRqnZRkdNsF8GSnh1THwk+MHMniR011IwLA+mpHFnpKqzcm77ijIA0MgiMqpVNWqVUiPrLgGdgqIz4LwW1BEf2aEbDRcXiOPeyDhEQQBEIZQMdMznr7ou0KPcKAlGeMe6JlZQbJR45ey95hnQSd2z4urkOdA1sXcoEjP1iYlJA2ZFxm1QvJMM6HBsoNiwxGp1s71G7mT8qZk+GiqX+Yv7KwNqY+MCHJJgh3bgiM7d6r8UOSjyAJp2hwNK5qOYMRCUekg69w95msCAZJYGroBAIef7Swn01coolp4bn32E7JbG7b4YQ2AflT2l11x++eW46qqrcOihh+LnP/85HvWoRy3B3fTKU5/6VPz3f/83RkdH8fnPf36vDCB8yy232Jg2rIOVys6dwN13kxsYZ7HYtYu+OZAzx/Lys1/wRyo8vE2CvLOzLpYQr26lqbuGZAexSCqymAsGMz+8+YDPxfPvEMoNM4b1sOPMHhBetJ1PvMMe4bnRX1QBCoa0A4KMkjmUlOgphd2Bs6iUEpPjEIrrEsnCPN1VyXd/oKZ0AWtQ+X41sAtK9DcYxJharGhdmbMBgNNxe1gmAkyRspjnqyvOyectO/dC3mNrsAHIMtK77LVLD1j8NQuLUP65zUfq7mWfRcrgaj+ydBlflhwEuv322wEQKMPy5Cc/GVprXHHFFXbb2972Nrzzne/Ezp078Q//8A+LuuZDDz2Ef/7nf8Zb3/pWfOlLXxraRWah8qEPfQh/93d/h6uvvhrXXnvtsl5rvvKGN7wBAKWE/1//639VlpuepsWyLVtIb+l0HJuWF69ZXwKcjiP1JLmIZrModx0tmeMnctp5tlss8CvGPiansB0LFJMsDTPG9sQQyjJnC0euTD/hWDv1hWaQWmZRSmHNmjUAMG//fpVnLh5KzrF+cgJU2gKpKzwYEROFWTmWvWHKMQMhil38llqNYvbwA5XMGDa6ZbBfNt5rNfpOEvrNLJdQgEZmEisY2bxwpED31k3JvUUpoFaDatSh4njph/t+Sg6vTHJH9sAcVQIO9QA+/jZuS2kEsOLLrCAOkKyUSy3K+2V9ShRlXlYrgFRGQau6fyWMERUE9AGIMeZLtyNoyoF9+elZmTIaBEJGETA5YbKcKWB0pKjgI4DLAGaAn6RGYM7IKPW/ICrWwwJcnmJeS4DRhri++YQGSJF+rJmnPcqYQcwcYCBoMUZXGSjH52Z3Ftl/+B3VKN5bJlwmrYLvlD+d5ciZ0cBL5fxuSxD4EQj+sOwJvQYgF/fDDz8c11xzTTXzZYnkhBNOwJVXXomxsTGcd955y3qthcjrX/96AKTbPPOZzywvlGXAXXeRK9jWrQTGsDLDvznzF8fd4vfJD9jO3+wnz+AQvwd8rtlZt4qmtVOoJKOFF0OUct/DSJmxLdm1jcZQq2OcLGVvTQ8PAFu2bAGA+evv/j2VZAvrGYXZtrcLUP3AoJL9hWuacwRwrsXyuLJ5FljY3DDEGLx4IMgHhSrqUVavYcEhmOZSHvNHBfPuo72XEu1a4QqWM3u97B5FwGhzBVgGkA8ClbXDsCJX0f1V9RJ6k7yTSjC3YiGveKKcFvYk0D3sQlQpUNXvAOU9A/95DHFdDVG/6n618KFt7wXGd4csOVoyNTWFkZERHHzwwXbbMcccAwC48cYbC2VPOeUUaK3xve99b1HXXLduHa666ipccMEFyw4AsbznPe/BNddcgxNOOGG3XG8Yueqqq2wb90sJn2UUB2jLFlogYxCHgRq2Y8LQZU4eGyPbfmyMPiMjZO+z9wcvmLWaRZsozwkIYj2L9SJ+7aRbrZ9caViRdrIcA/l8bCdzuSrJ8xybNm0CgL02JgLgaNP/8z//M/QxCrApubXJ7KVzY9x12gYcAgpZBPhBSiWmMGCLOArySipwsXtkR7BFhOEaCoDDB0t4ko5jYnwEysV4galrlppjxYM119JZCtQJSFKNZQb1fDBHig/eiG/Fv+VHtgeXly5fBfCi5laDQwPGJDGQxMTMKSsvXy65z1ux6ZlTy5Q8456l/HtXCjbrltbiXNq5XBi/eiUACQtUcLyGWg1Ysw42FXytDgdo9FTQ/QxDAwpFBBJJ5TxjxcsAOvUa0BilfmsVQLMSyEabNCxyoTwxlVEOnBIAmo+iX+YO5q8S8vsksxL5ZRm04kGQm8bqX1zWfPIceZ5TGloGTnkllo/nqP/y+T6CZE/oNQDw//7f/8PPfvYzHHDAAYs+1zDyxCc+ET//+c/xkY98ZLdcb1i56qqr8Itf/AIA6TaVhuKOHRTgcPNmB/wwe67VImWk1XLgDe9nCrT89lPEM2uI3zN2GeXz8ioZs4w4ZhiPk76SMkj8hQA55ho3Xzf291eY7r33XgALDLq8t0uZP5DMmhkE0P1YsFLXsGAP//bBISXKKvd/IQU9HyK2BWpZxkx3yuK5FwcEyd8VQAlffIELA7QARm2rVOD0B3HqxWKBVVJJzmUwxgcpyhgx/eb1fm1S5j5Rdizr2iVl7X/96jC0yxdfo497h1+/oUTqlUbXKoBz8iOv2a/evv3htg+q1l5MgNzjsuQ+U2NjYz0+vUcccQQAt5rG8uhHPxojIyO48847F33dJz/5yYs+x75wzX7CgRL7pYQHiC29ZYvLCtZq0bZut+g14g+WMvCcJCbUak7/4RAzbCO128DULmBigoaFNsiGSmrObmdbhW3WYQd/OdaW6VZsv8kwMP10pbvvvhszMzMAsODUu7tDjjnmGNxwww1WKR5WdJbR0MwjYrcLdFqOhiVXJfwVAvbfY6ZBrsmdhA1qFQCBdsa7RN24Q1hlTRiZfG1OGS4Ha8n+UcrsY+CJlWLznRllO9eAyoAogEpMLJzRUaigD5tlKaUSMINrD60dNU1r625lV3eqVg7LJAjopWW3pSx17l+SxcVuSkrRCxsExcDG/steMmsyjmCv6xkfhf0eWED7zDamCJsYQDqMDAHFUziZjdJoAGvWkIFXr1NsocpmUQ5ZjkIgqAOqYwJFG3cuDkjI545CclPrdN31M9OnGYCTgKaME8JtxYCQn86d9w+jPHGfKSsr+4IEoAJRR1mWQSA5oPK5c1CWMM33mVtcSHW7QD0k1V8yFvg9ZkBsIVr6Pix7Sq9Z6vg/w8iRRx652685SN7xjncAGKDbzM2RC9iDDzoAaHbWKTezs47NI8c3f6yW7y2/M3Iu63Yd+CLTszebjvHDwNHoqHsfh/VL78eq4HqEIZ1bxorrI9u2bQPg+uzeKJz0Iq+00iukamw1z9WGhQ4CZ4wWJisUFixsZiV/CuxhWQDFQM9KYCb++DgkWNKvTIU+UAWI8pQ1PwOYz6XF7zIp0W388/Rho6iSucNvXqBocwwnC7T25QKK/LZjg+gwZXpdKUNG6jIDbmJYFMOU02abz9iuPM6/fj+Qivf301v896eyUA5AvHelbn7aLbiVdjsPXPXaYrGvla3DI9QtbMm1uEMPPRRzc3MFn/K1a9difHy8lLmQ57k1vPfLwuX++++3/vLnn39+5cTQbJJOtGMHvUszM861nYEYparHrKqFLM6eWqsrGy+VF8Wnpk0cxZRAoi7HHurCei7weeWiez+RC2MFDxFz3TCgiaZed/v9cr6wa9/ExERhxXdvkyc84QkAML/A54aNwUHlcg2zqskAEGCZNTJrij+RMwCUpUA3c8Gl7YSh3QOVSGEheDErtmygmmuEAWV4qsUu6LEfeJGvDzg3H+nKohSxRRQpyqpeo0vNo32XTKqUeX+F1yjyKgyhJBNo2FUXg3SqWuJW1IKAXsiREcdCYsWLDRWm85XFeRHgjf3f1NHG0vGPU8ajXynnEsZi53+zNQyBThcaGprTmvI+fuac+Q0AxieAlavIfXBsrH9GCVYo+F7rdWL61Oom2HRApx0dcWnrGSQCDHNImf4Yk7HF2e84rbRP42aXEWbM2Lp4wOpCKddSaZYoPTOQ5HWkCyAgng+3DUSAVHfNXAZZ5/eVJUmc8Sz9dR8hsl+v2XOyadMmy7aq1G20pqDPDzxAIM3cHIE+HBfId9nypZ9RJDNjMNDLLCG5Yi/ZQwy6yxUujpdXJVWuwBIAYgWJ6dj8fx8QSGttGc6/8zu/U339PSwjIyMAXHKOeYm36CDbUcuBLlBOb+DNkuyjlNFP4IhAoaJP4X/WXcxJlHhm/D8LJxpYrFT2neo5xccQ53ExFLUm5X2CAR8FqJA+3r5B3hoLrXPfY8yOXrumBPztaU9dUa73/D3io3BygahqwbVP/WUZr1bFa/CYJRM4lF23EO7Bu+WCoiC/y//t3SnbU/e/v56L+x93PaW00el15eJ/GX4+jMz/Pdn3ZclBoGc961nQWhd85wFiL0xNTeGnP/2p3fazn/0MrVYLk5OTS12NR5TceuutOOqoowAAa9assRmkymTXLseOnptz7Ghe5M7zAkmhcryrHMejqGBv8gLczAx90qyIM3AsIdaVfCaQbztLHamMNWTjmyogroc2g7ZSLpt2lVxzzTUAKAPX3uw7z/GK5hVAkVkB/ECzLn0YUMlTirGTpnAB8YRkEBMIA0RcrmQ6KluhYMCDYwLVa0CjTsqsjAUURRTXxipUSugeyq0mWAMWZNxH5lhWukZGoMIASqaj2wdEqlpDlQ1DYm3YmEDiRUoSal/pVga4F0gGSWbXMgYALLhUIyDFxGhSgfHbL3vGAnxQfkW5GC+o5Rm5JCJwMxE/Y1+iiO5jYgJYsxpYt77c8JHPWg4ekQkkPT4JrFoDrFnrWECAc4dk8KfeoHTPcULlmF3ERqQEdDjYGTNF+rlnWMp5hVRpLdKdQRqeciDl+vDyqX+MUhYEIlALhQGegsZrIDTPl6/B760EmR5BABCwX6/ZU3LzzTfbYNh9dRtm/ExPUx/duZNiAk1NOYCW+3KVDLIYWEnid853+5RAkHw/ObZd2ZhZBvyUKTe8ncfnFSvMuCaYihXy0EMPWUDy+OOPr76/PSycjGM+eo1tzbJnZ9sVsNlFWJcIQvQsMBVOXKFg8uKVnKDLXKH98lUyLE1nEfqorNb8wZVhNZHqY/xuPfRZxDHLo46zIuKBFWUVGYZh5FeSDaqy2DvavzZ6F5b69Q2zX5uPvZ5cwPXPX6avcRmup2wLLeuhyrtB6XPh9uKP0GirbqnQDqUFvPYwiSvM4vPCwc79suQg0Nvf/nYEQYB/+qd/wpOe9CRcd911AIAXvehF0FrjjW98Iy655BJ87Wtfw2te8xoopXDiiScudTUeEaK1xtlnn41jjz0W09PTCIIA3/72tysBjK7J1sXg744dbiFZJs7geEBlYLF8D4WdaD8qjuzCF9toc7Okm7HrfVdkYaX7cPaoZAT5ehFQnJv922T7JFBAlIQYnQgLxw8izjAT6GlPe9p8H8VuFQaBmn6Gon5iYhPYOMrdDmxsnSx3AXv9rsNxUyzgwrFc2JAtWUGQsVJY/IfJHzaYrSIrQZ+AjPQwouDAgYyXYzpMGND2WkLHZDkFBTYMIAAI2IVsHxQ14GOFXbz8lPEMuI2MuGcgUdoyhJUBI8Eg6qts+8f79Tegka1zEEDn2oanoVg8fEBQPNoy0QIK+BwGBMxMrgQedRiwapWJc8Rpkn0wktk8Y8DKFYZNxGBj4oJKJwkBkrUGgT6cVVEF1I8ZQS5j89jB0fzPiLZsH1+GZQWZ9upZCWQwSkbsl9fjQZUD2frsJBtbi4Ejeud0lrv5g4/lGCSA+54PC/FhIPv1mt0rWmucddZZeOITnwgACIIAv/zlL6sXZx56yDF0pqbI333HDgKHpqdJ8eB4Pxz8mT9dwQKUxhkrPjJVKv/2V7H4eAaH2m16d7KsOJbKGHBlc6Kv3EgrmMf4NWvcYgkzHfvITTfdBAA9Ma32NlmQXiOlZG6yLCBeUOLfDPaHodErwqJ+4bOxeL8FkszvUMyjAArZxpYKwaiwbudj9Jbhj/MznAdpIkWtpExvX0gzLOT4qnIafU5QtvAJgObIwa7yhe2s/5YBPz4bpwrs8cuWbedg73IFv+x88pjKxhF1L+gmAgzqJ9r/R3v/K7FrSL0HcMcBxPxRGooBIPY6mNf5+lxJFb8fKbLkMYGOOuoonHfeeXjve9+LW265BZs3bwZAPt3nn38+7rrrLvzFX/wFAJrolVJ497vfvdTVeNhLnud47Wtfi4svvhgAcPTRR+Pf//3f+9J9GQDqdp0b2MxUjvZUB6rdwVhOQX3yjF6yFAqdLEKqYqRBjK6uIYiCwjzZ+/5FiIIAWucYGyNsoWniMLKusmIFHcf/sz0RqOpwE4MW6NjmCRTNwyOTUcEbYsBiGbZu3Yorr7wSAPAHf/AH1QX3AmHf+U2bNiHP84H0WsBgM1rRryyFzozR2pPK2pSxqeB7TiImsNyVlZRNLiMnnqoJSHYgZhtwkDpoilkShoBmhcqUU2zUaoKyo9gxWZSC0jlUniIIEppGsmxpKNl7qwQBVL1O7n62HbUF/wAQECSjswPOpUG6ilVktTI9w9tYAuwB7nl7KXgVABUG0PZMChScxpw9gCvP/SYKTIYwTQBfc472RxGwdh0w2QFmZyjDXSH2FBxooTUFQGcDLtfEhANMcHFjANRqxIprtUx8KQ1wFjIGhKTw9bpdU21z3Th2EferxAJcA7QOn3WjVPE+pfKXJKbNIgcWsWLnu+9J2qQ4t+K6ZVnR1YTPyff3CJL9es3ukzLd5qqrrqoOatxqEcWZf997LwWG3rWLFA8JlPK74i9QyN8M0pStMvE3/+b3g7dFkbsWn4ddZ6tWr6osXLmdwf1Vq8gVjEEhzt7RR37wgx8AINba3sxwHkqvGWT0cZuZMhqqqKj6xzLLw24e1D5KfKnCJmdFAtbVfT7tPagP9BVhaA95iTKSyGLt6apbWMz5mNjKTTGISDvcPfiFyg7yGmgIZs5ABk/Zcfxd9qyr+q3Yr/O898n3A6oGPRBpULmNpINLJVCeRskf/rXFO6ZUeVftqVPvGEmvqm9PmJMNc1/7pVSWxSp617vehSuuuAKvfvWrLSixYsUK/OAHP8DRRx9tKWxjY2O44IIL8NznPnc5qvGwlSzL8Hu/93tWSXrzm9+Mm2++eaC/9/Q0fe/YAWy+r4v25p0Ym9uM+tx2NLIZRHkbKs8QIIfOcoTI0AjaaOQzWKl34AC1GSv0DiQguq4MEi2lrWpkc3XIA6NRJ5yBF95mZpx9wrpYYOw8Ji8Ms1IhwXQGgIKQvDiiUVKM+PgBehL+5V/+BVprrFixAn/4h3/Yv/AeFqbET09P41e/+tXQx2mtCTxhwzTLjX+eUIitUpQVx2FeDcgzOsaCQEMotP4qg+8H7a9gBKFwCxNuKLnufdicFrzWcG5kGWWcCuQKzmLTde+N4r8gzPphQ4Y1KDZCksSl+WPATNLvJHBSYago5VLbqwpXBsXXDUO3AGvOocPQBulWSlF8hQIAKa4bGiYY1zE34MbEimK5JCFkeXTMuAWK1XZZfygKRJZrAnqy3IGDY6MuflKaA622C0quTd/hdMyAu2d+d8o0UxkDpN8g1q9f+s9C/i7EJtLF/iCDOivlDGDbzhC/NZADCibmkwwqLVlNTA8dEIPk4Sr79ZrllyzL8OQnP9nqNieffDJuvvnm/lmtdu6EVTg2bgR+8xvnf84MIAZDfeDVz7TH7lydTm/8IPl+MfDLx0jDhN9JfncZlJV0Z3/slMLjpz+ur1pFH1ZolHKBp/vIz3/+cwDA8573vCGfwp6Rheo1hMeIsa4KZLPxgMraexjwR/VMUWYi8+bQYc43hAwAgBZr85at3wzqmvOp6tD41YDz+ecZtJbXb6otnNS+2v7cLRY1fSCo7KT9dNn5iA8ilbGHyq5dJlVoH2/CEJChv6BmF2dLL4hKAMivS15yL337uZfUpQe9XLxe/0jGj5ZNk3vqU5+Kpz71qYVtxx57LG699VZs3LgR09PTePzjH2+Dwe2X4STLMhx33HG4+eabAQDnnHMO3ve+9w08jpnSm+/PcNeNu5A92IRqAnlXZOkC/XYu2Qph5Bg7udaI0EQjb6KbJ5gKVyBHVCBZaA20VR113US3azxUEpesg8OPzM6S/sK6Gyc44omoSvyxUClX/6Rmwp/EAXRSs5NHo9E/hEWe5zYl7ite8YqhmDV7Ug455BCsWbMGW7duxfXXX18O/nkrF9YNLAygC0COnPAANggLwuwcNoZ7BnDvFIWJtmLykgozb7Mra8KoDRTAMWNMsGcK7hsBsXETC02qI5MmXRmEUaEGVaCiLtFqwVItmy30uv2K1OvQ/LKHofO59H0tw9DFkQkCBxLwM2GD3zeazDcr3rYFJDgi9zMopDV0SAq4XUgyCrmWq05Kw7oBRhwY3DOswpiQ3pnpYv+p1+nDxlmWmn5uPtCA5sDNOZCY/kR+UEDbAJsMNllfflO/2AyGs7OuPfq5dbHx1m73f2hVjCClyllAZUKR8Gk/A4GAA8PyXLCSlACXtNmiqU1qArhiJhADidw3GFR8BMp+vWb5JMsy/O7v/i5uueUWAMPrNpiaohWu664Dfv1r+j097VabgOJcIxk9vsElf7N7rXSf5XNxORnzQ7KIeD+DpUq51S1fqkBe6Sq9fj0wOeneb/bFH+AKdtddd+0zDOeh9Jp+Iucu82zsY7erEWZ+KXP/KQAD/rkrrqcUT3a0LTDjMO+fT9398+5mKcMN/KoMUnkWA/r0EyYoy/+B/hiIfe4a6AFz/G1WdMXvsqIVAM2wemFZOakbV4FOTI3Kc1q0QQmo4+uodoGVGi7wy/ZjDvl6My/+9tTPanby5OX3kQMI6LyKA7H3HNt7O4V6FTZqWKbRPKVq+H2kyB5Zzjv66KP3xGX3ecnzHCeddJIFgC699FK88pWvHOI4ypp6x42z6GzZBczmiE1q926JfdKok70DRfZPNwUAZT2HtAZCdFDDFsyFE5jDqA0foRSQIUaqYkS6i3bbeVnw4hovsM3OuiRF7GkwaHBnsYsvVDU06hTLNQgAXasT20D1pogvkxtvvNGmUP3kJz85sD33tCilcPzxx+MHP/gBrr/+erzmNa/pW14DzjjXOWVAzVICWHIxs2ozkAaKAkGzMGuCB1kFN5H6YI6rZK9iPYyWUag410cCOTDGaeTmC2aJhGI44w7JzAXAKer9Jr0qqVLelxsIWsisVK8XlRMZF4bTinPbsEGhlAOFpKtDmRLADBGlEADQ4hn6eGCgFHQQQAcBFANArCjb1dMAQEDPL4hdHCg+oVS2eXscAxOTFMysK7Lc8T5+6bU28a5E2vgsJ9cxG0QxE+5SOZDEQMtkE2LwiG+/0XCsAW6Hfn0gjp07yiBly9dGfLaN/67w/wzU6NwZjVxOBgLnFcu0S+94nADgeE8KKk6MgeSBUnx+wAFb+6VH9us1C5c8z/GUpzzFAkDD6jaYngbuuAO4+WZiAG3fTtvYDYxFjoW8nZUIueItV/aVorLsdiXfR/ku8nnZFZNBdo7hI8H3YcZzGZttZAQ48MCi7zyDvBMTA893wQUXQGuNRz3qUXs9w3m+ek1fqRqb7VwSCCWTxzsUbVB/qPYNVQsMKndeS5+Zh1HqLbAMtdjTB0tcTtVmKY3k+Z6rrE5BUG4rDFTN7MUlSFzGCKo4tozxsxAGkF9RH7QpWxjyGTrDXkN8F0CjfqATUNSbK69Zdt+s2/kvljxMA4X0fCVnKWPVyc6+iE45CJN/JMgjj9O9j4rWGq9//ett8OJhlSSK/aPx62t3Itg1iwBAu8PZwXUhlmuSKAJ/YPSQUJtrU/lOCqBBYJDOgXZHYyzbhSTsYLa2AlmurO7UxBgm9Q5rW9brZlG8BaQN0tHGRt1CmlzcqsIU+OXkMSEw9g4n3+CNamTE2kaNRv+XWmuNd7zjHQAoc8batWsHtuneIKwsMdV7oHAj5BlcinWFAu2nAMwYo9JmGihZUaWDitvlJOZnKChQS/3ZXJXMFYYBBA3kyi1fBGYiTDNyBwvDAiikFIFdAIgVJO+vn6JVNfH2k4VqXvM593wPC0NoNkT4nrOMXhJp4LChATiDRQZB7adE92krxds9XjnHZ9BhAsv4CeVKOYNDJS5QdlVdbA+N72e7BUxPoYhcwhhnhgkVhNSf4wTozpr9uQOHwghIImCqQ9fQoGOZocYDCqdnnprq7womARQe1GS7lolUxnzWgGxPLudH4GfmgjRSpDsZK5BBAJVlUGkKxCZmVqicEcvUTu4TfCwbsgNcwTgmzn7ZL8OI1hqve93rbLDtoXSbNCXl5oYbgGuvNQEOOQWpcOOSAZ95TpJzE1B8zzxjqaCgMMBTZbTze9vt0hgxPk5uqsxQLA+iSMJGFr+zSQKsXEnHy2Ds7AY2NjbwPWy1WvjiF78IgGJX7e0MZ2BIvWYQQsHPjoFx3uaXk/R1rdFjyPYMYayEesawghifVbGsBBt6QCVV/CyRLKVqs1xrXAu5XZ8NNMw1/MdO/7P+GxQXQQsHDLjxKhbPYsQ/vuyhycU9038LgI6UKj1N6hlVdfbL+9vsduVdXBW/q/RtoetrXR6yW/F7VbbDf68WCAoNMgkeCbIss8Itt9yCV73qVdiwYQPiOEYYhn0/0SMwvsB85ZxzzsFXv/pV+3uQkpSmlCF1eirH1ju2o7l1Fp2Oxsy0RpZqJLHGyAjQGAFWrwQOOABYtUpjdIw+9YZ2ITlCYHREY8W4Ri3RtBhVIz1kbAwYj5qYyHYUAJmgFiNNRuwiMts/aQbMNen/ZtOREQCTAXqcvhuN3mzVvAhdq9P+URPGo8D0GR+DCgNEEe0fpPfceOON+NnPfgYA+Pu///uFPp7dLr//+78PALjyyivxm9/8pryQGdWIUKPIEGYqVxQaYEWwZPxjM4774223g7Dq3c5GpK9ky4HbP95OMoULodfNDACMew4HjdbaMBWoiAUIFVwGKpZBk/RilLGlnkEWcz4JvnD8H36BJKuDyzJQwMARf2RsHfmRgAh6pv0iYBGGBhAQSnJi3LyCSGQIU7DBvgsKtnHX4uwsZVKrkavE2Bgsig04ho/9X9wzpxyNYpNNrm7iRgEUD0s5sFQBgDHSOHDZ6Gg1Yi1FAidVAWdZWCPxASA2ENkthcEffl6yHbi+MhYUr8gp5d4nrYE0g0rNPUcJwPlTlHJ9RmY+ShJnhPaRubm5vvv3Vdmv1yyPnHvuufja174GYAjdRmti/23dCtx2G3D99QT8PPAAfWZnXUwfmRFMpk72WUG8z1+Fl8aPjBfEBphcQePyEshhhWjFCnLnWrWKxqnRUQcM1Y0yMzJCoNHkJLBuHXDIIcDq1W68qNcdKDs2NtANDKA4h9u3b0ccx/jLv/zLBTyZ3S9D6TX9xAdWCvHqKsraOZBduVTvR4n9Vo/hc5jjC4wFrx4qKPYZCfrtButzoarNEuNTiz5fFSbQ91qVBeQ/EujoM5/7C538beMtzBNlK9OLy0Af+T9nBQOsu33PVcsW8MQ2VbZP1suvZ9XiVe+Fxb4h+rZ9L4vntnpIWV0qLjcQuBtQjcUcvy/Lkmspv/jFL/D0pz8dzWYTerlg5EeY3HrrrTj99NMBUKDEQX7y7TawfbtG2tHYcc9OPHTPHDJDAGgZ96+u8U4YGYFFdAMYdo0BZbTW6HY4lAS5V42NaHRSoNVmA96ANGkLYb4TM+EKu0DVzUZRzzoIdWrO50KVjDQAJG7RWSlgdMSQALTTofyxSTKlfTd91WgA9RqShHSkQeNPnud43eteBwA47rjjcNJJJ/U/YC+SZz/72Vi/fj02b96Miy66CB//+MfLC0ojNQgIhQMoNpACNTizJaRo4/5V+g574A3gytqJZsBkag/qgRBcve0uoXxpiKxFgVsN1YAyWabsYl0PvXeZRZW0y0LPsdiqhKHLFMar2JIZxIG/fEU0SVywVGbf+IqPvD/Dxw6CoPi0JbjEroiBYSgFtE3LWw3NhB9J1JbBJsMYSvtk2uK6J4mJf5MCraZh85h6B7kJgjZG16s3jKuYJpfHdsd0W35fJBADApHiCOgK9lSjUYxwz23qtxGDNdJN0Y+55AezlsLb+VkxwKOUYTElKBgeHCSdz21vhZTI0K6SG0BYmXpw3CN5H4zUsysK76uQO++8E8cee2zl/n1R9us1yyO33norPvjBDwKgBBd9dZs8J8Bn+3Zg0ybg5z8nMGj7dvJ3bzZdZi4GeBjs8Q03Fvm/VEaAohEi3cbYtbMMBOL5iFeymBHUaPQujrDId7/RKAKtDPbyO91oDKY3g1hAZ555JgDgNa95DVavXt23/N4iz372s/HoRz8ad911F77whS/g7LPPLi84CHznMkoyA4xOwuOvr5/4z9Ieg2r0wc6fFdcfVL8FyG7AjCqvudChb6mBpHKGT//ypeXswojQV/udsAooXkrpd05v/FAoAXTsTu+hmftS/RqvH6ImQyv0K8vv2KBnzuq/OU9P8SoAqOe60o6Yv+yJ92lvkiUHgT760Y9ibm4O9Xodr33ta3H00UfvD5K4CEnTFK961auQ5zmOOeYYXHDBBX3Lt9vA1q3apH5vY+dvZ6FB9tP0VA7VbKLeaSNJO4iCFHlXQ2sFrRW6KoZOEgAx8ihBHsaUeKkOtFoaeU5vSy0hN7Jmi170EDQPrsjnoFHHXF6nuTFUmMUkxrOdUJqMpCgi22zakAHi2C2E1RvuPsqIKTyuKB/8UQDiBMHEGOqN6viLvnz605/GbbfdBqUULrroosEH7EUSBAGe9rSn4etf/zouv/zyShCoYLMHARQc9VIHARndqTcRsOHHA3QPqKPEPoiPcuwJLkcnFJsq0H27yShUyttXWGVjFodxHco46C/1DSoq3GZ2t/grOfMpv1QSRVBZRkBQFBHow0aEZPmwwaSUCyLNRgkbPNKVouT5qZCegQoCig/EhpQNWqhc4OKYMm5plYsuZYCMHnevgJg3zEgZVpQi0MZfLc8zMgraTTpvngF5QEBRlhMQZAEjAajIZ8jos1J0/nbbMXD8eCOAO9Z3zQN6GVmy/vzNgI90y+LzRabNOL29ggOcbIrFXgNFSTq4AeTYgFXMLpJ14Ov4zKMK6XYHgHX7oOzXa5Ze5qXbMAB0770E+NxyC6WAn5kBtmyh7yxzDCAZfBAojl/9RAJB0iVMvr9A0ZVI7osix+5hd9W1a4uxwXyji8difmfl+Mzvaa3maM9DzBdnnHEGbr/9dsRxjPe///0Dy+8tEgQB3v72t+O0007DF7/4RXzyk5+cP6Ou0D4KKtDQuep9fv0WiezYP+A6pcZuiY7Tt46Ll92l5cxHtVkOtYax2LJ1lr4qgjmgp1xhjhf6ahnqJcGUfkDRMABllczDzUwBvWOaj3iVAEFKjomVwEpF3aTuUCGK/yij4BkGt4+rQrmg0ArezlIboeKa2vxZQIfzPUUeiYDQkoNAP/3pT6GUwiWXXIKXvOQlS336R5ycc845uO222xAEAS6++GLEfaIcd7vA/fdrzE7nUMjR3LyLFsdmm4h2TGNiZxN5miMIgSbbBjHZPgDQQAcKc8jTAN1uhCyooZuMII3qGGkopJk2iW4U4kgDNaDVUXZcCENgpd6FLEzQzQJKShOEmA0mMZ7tQoCMdLHMxajtdoDxMWIGjYw43c2+i6p8nJK/w0aCZM0kolgNGp+s/OY3v8Fpp50GAHjnO9+JJzzhCcM9kL1Ijj/+eHz9619He1D2Iba2mUHDWwMFHURAEAG64xSePHPHKIPIaG02GcMxkxOMOc5OPv7lvYmoZ/JhCjZ6HVTLQP6QWQ6KjHpoIOtCqbogDzGYVNFpdpfsyVkljqHabQJm4piMozimgYLBDF5p5kDHvNrNhjzT8Rgo8oQmfGUZQ9RFVJGqx8dFIZRiwyaEZiU8UiYTmDh/EABJoxjYmJWKQZJrD4wUIoEapj1ag5GPZ2p30Osuyffa7RZ9VdPUZeFi5oHvEpkkrp0lzbFKYZSGoL99ZKS4T1IkmUkQqCJ4atpQKRMYMkmMexvF1FI2SDTceTkrGJ9zCINszZo1A8vsa7Jfr1l6kbrNJZdc0t/Y37ULuPtu4KGHyO1r82Zi/mzfTp92m967dtux7ABnuJS5cQDlykXZ+yjZRCz1epEpye8jM4DWraP3ht+HTqfojsbjJI9tZa667FLGwamHkGuuuQbnnnsuAOBjH/vYPhew/C//8i/xgQ98ANu2bcO11167MIa2HRcVMTiV0E2sQWzcgvuep6IIP6eqoLVV877yyi2V7AE9Y0+pNj7O4e2FfGBlZWS1dU8hT+FUCpVxpZaCDVQWN7NEGLhx5JkqQKQE2BGgldXX+DoSUfMbqwyI0XpgjA3Ni09mwVnnuuRcdD4NJfAb8V4GJfcwlGgMG5C9tMieWjjeg7LkIFCz2cTo6Oh+RWkJZOPGjfjoRz8KADjttNMGUux/+1tgameOONZIt89g5wOzqE1vR9JqYW42R6wzcm2GNqQNBY0A3SCAzpXxHtAIkCEKMmh0kbZb6HYStGsTQFRD2ACaLRqKajWNXAOdrntpIpVhRTCN7ZgEYOwjFWEKKzCaTyMMyA0lCEwMoElYN+xazXmupKnT5XyEX7pVR+MNBONjNhvYMNLtdvGiF70IeZ7j4IMPxnnnnTfcgXuZJMY1Ixk2W0+eUzCnllGYzQCMJALamlxlsrx3QlIBELBhLSZLBoiYmaO12O6trAAVypGnZfmDsG/EBsJlxjK6NQKl7CquCtx1NIS/9D4QGHOQ5HmOX/7yl7j++utx++2346Mf/Wi18WTAH2VAHx1F9GLVamQsMWgB9Lo2KNXrMgY4cIMVCn91TCkHBPF2Pn8Ug0lkOWegCwMgqQvACMaFrUaxg/z7Kb9Rr5Eqokf6gSABEWtI9Gt5TwEBVvbaWe5AMwZ22LDjVIh+PaVixWkSfYaCbxzyij9/ZAyJsTEHjnG7MUunwSkS3QqcrJNSigDSKIKOYig2YvMMAcdQYrcvNkqZocC/B8ghhxwysMy+Jvv1mqUVX7fpuwgzPU3uXw8+SIyfO+90wM/27S5eT54XY/+wSBDIj91RtWou5yreL1fdtab3mEEceczICH0mJ2n/xAQdI9PJ++6gfB0J5jJAPyy1GeQG9sY3vhF5nuOEE04YGDpgb5Q1a9bg8MMPx69+9St87nOfGwoEKsVqlCK3aIi4Zsr8UWp4dqlUYwKj85SBP1y47Fmpyn/mJQ9n+1TqNmvXrsXznve80nISq6j63fdAAexYBkoJlUjLhVA5X5cBBWUASr/K9CBTveV7tNU8J/CnTL8YBvQwn8p6yYb0yw3b8awOyPo/eR/oHmCmeD5rLVida77gz/Cy0FM+XBNeLDkIdNhhh+HXv/41Op3O8MbpfimVs846C2ma4qijjrIKU5U8+CCwY3uOWqLRaWq07rwf49s2I8hTdFo5Ek22PMcCShSQ8kI8AIQKOSKkiOwEp5AjUR2E/z97bx4vV1Wm+3/X2lPVmTISBsMUEQVBhgAOGC6C2k5ctW+DOCAC+kNUFMKMgtitzIM4NE4Qmm5s+ur1XltB+9oqKlxFDKiNJCpGCAmQ4SRnrGnvvdbvj7XX3rvqVNWpk3MCyUk9n0/lpKrWHmoPaz/rWe/7vMTIakwUF6kGAxQLglLZpJEVAm14jRZpn1FQJYqFAUplkYuWdhgTc/FFmT7GKASa+fNNhTDIxB87fvFTX6KJv1UITCRIfz/C96Z8U5999tmsXr0ax3H4wQ9+sNMaeNr7q2YH622RPPhcF+G66DjOEScBvgORhLiUNq83ZbbqfmyujygRfKRomGXNtU8FotzDNP+dJVKNepElatI8RNJ0MJkjw7aaWBQh3QIgECpGCJNnaISghgH5DIhAa9as4Tvf+Q4nnHACRx555LTX1ymsL9hPf/pTxsbG0s8PPfTQ1kaqdnY5OT+GECeIokzMsG3t8bElQR2HOq+bpJ2w4tEEwS4TkkRCarROzLm9JKJEgBYOwjEKng4KRmRJBz+uEYCamn6J1uTKVrNTujW5V3riNW0j3KSTpc2l20vWi82FF0AEIkmPstE/1vQzCLL0unYEyvouWW+RvBdQXgDKp10KkRlDB8HEY+/7WXSQTExK01QwkRqXCnsf56Oc4hihXaQ1eLMCUJpulnTK+SjUNsRzZ6hCNFV0ec3MIs9trrrqqtYNK5UsBaxUgqeeMu+t6XO5bO5ZKwQ13nvNxBaof2ZB7rmSE7sbhSBb4cLe93a2yt4XWpt701b1kjLzAurrq6+82MobKJ3dcjuO/MnjIx/5SJoGduedd+603OZ//I//wbXXXsuf/vSn6a9MSkTyLEr7ezATEOnEVsOzwUKk/+RShGnetlEAasdLt2Ew2WqRmRqW7kjcZsGCBWzYsAGnxT3QjAZk2kX9CaprmwgUTU9fwyRR3Vry4k/HqlMTdNh+wjltnGyzn3V4HUmSiblmBy3f50223lYiWH7fREMJeiFII/DyPK7B18OYXDf8xk7RwbFoptvVvZ9kE7NRAIImYuN0ceqppxLHMd/5zndmetW7FDZv3sw999wDwOWXX06hTTWI8XF49lmN7ynC8RC55o84zz2NE5vw41hlCTeN4yqdjOMdofEI6RFlAl1BapWNPURMUVQIonGK5S1Ioeq8QwtB1peY+0RTUKW6NmlxnN4iYf98vHm9FHskXmJ30dubpYHZLAZrV1H38l3kQD9ywTxkMHUB6IILLmDFihWAIaKHHHLI1FawA8FeE+VyuWWbtD9VidGzlAjPMwN5ch2hcMxF4vhZ59z02OaIkEVKjho6+fxK8icqL/SQnNi0eobIBAgpE1PgfGqR3Z6dgY2NTiREZgSdHzQ3HowpQCnF6tWrufvuu1m+fDnLli3jgAMO4KKLLuLoo4/m0ksvpVKpTGmdU0WlUuGSSy7hsMMO43vf+15KkuxA9NOf/jRxu7qp9jh4pqqVcBxz/m0qQ2PKVj6SJf891Fk1TahyYoWM/AAm8ZgRxSLCM+vSjofwHIRfgJ5ehOtB4INnywoazyDcJmmvdpao1e+E9rO7SlFXYSwlIVYMklkKRpqmkVu3EJlgZUs+W6HEdoDWlX4y7w7rHZKvtmarb+Wv/UY/nnynCtlyNrUr3Wcnu3c8z5g/SxdtBaLkXtPJ/6UVTO05zZts582od1F0ec3MYfPmzfzrv/4rYLhNYD21GqEUrFuXef6sXQurVxsxqDH1Kx9dZ9FqYNAoAOU/axZBZP+fN4bOp3xaHyFrFN/Xl/l49fUZgmb7YdvGGkdb/6DUGLEwpdSvPPLc5pprruHlL3/5lNexo2D//fcH2nObKSGt/tUo1ORF8dzzbALxlNnEE2QPw/SVI611D8pG7BgDyR2Z2wAMDg7y/e9/v+WyrXSCjvQDKzbYE9U4kTVhBQ3iSaMw3AzNxB6dTrnW7wtNLqdW62z8gc36sol7n/1tdv03E5jy33fCmyfwfuqkNjunVTeoy91nOp2wncb90anA1uxnbvtWd3rM+DTBxRdfzLe//W3OPfdc5s+f3zKkr4v2WLFiBbVajQULFnDyySe3bKeUSZF3hEKXq8h1a/G3bqSajAvjJGVG2mdgpgXUmazVicta4VAhxCMWZjAmhKZAFaE1orKFcs98Yk8SRQLX1ciaiQay6/LjErVCbzr5ZccihQIo5eAO9BLN6SHureL1h7iFkFglBr85iPwg1pYt3kZccMEF3HzzzYDxAbrgggu2eV07AnbffXcA1q5di0oqNLWE7SDt4NL3TVpYfvbDDiDdJFLBITeLmk6lkAlBCYFCZf+XOrc+cuu1F1jyuZQmQqjuyZeLXLCkqzGDWyT7L007CQils8gfjfm/HUBbtCvNjUlPOO200/B9n1qtRrlcZu3atXXExCIIAqrVKtdddx3f/e53ueyyyzjllFPaCrVTRaVS4X/+z//JNddcw+rVqwHYd999Wb58Oe985zsZHR3l0EMPZfXq1dx6660sX7689cryA5ByOR2wCCnNDHpC9rSN+LBGz5D52DSbTbfnNZ9KlidIkN27gPXg0dYRXmsII4TnGzECYa65xiigdHtJByaYOBNrvR+YRATyHKjlrkWo35ZNo3ITn59YgdBmxlgoU1WMxIxZ6+Q+SX5PGJnrMo4z8caSNGsIa0UVu11LhpoJefb42ms3LflOvV+QrdxVCMx+u079PWfJlZ3wA4Rtg+mz0yggm5PbSIxteepdFF1eM3O4/fbbCcOQBQsWtC8Hv2VLZvz8xBPmb9503EbdJQJQLqajzmvDzuAKpSYn+/aezvdn+QgAu95aLSNQ9r5p/Os4RgRSKvMQs2g14NpG5LnNJz7xifbPg50AU+I2kyA9hY5MDKIV6UNEkDzXGgbG6f8nXXvGXSbfk4nr7xCtLpVO1vT973+fq666aqfhNh/96Ef53ve+x6WXXspb3vKWlj6ojVpI/eeCfBXHCdledtKwTt/R+RWYvgOB1k24T35jQrT+vtkOkkVfTFhKiObVvmyaRLv1N1wkzWjSpPvcieiT31YT8Se9nwRoFELLVOyqrwhb/3tyi20XTKN7ndWYcRGoUCjwgx/8gEMPPZQ3v/nNLFq0iBe/+MVtQ6iFEPz4xz+e6V3ZaaGU4h//8R8BUxK+XQc8NARjY5pCdYzomedwyuNEtSj1RdWxRsQRQsUUYoVWEVpp4thU+9I4xMJBuA7acdDCpIyoGBwdEqmYqiikd2YgaqAFujwExfmMR+bODYKs/LzW4BIhhaZQEFQqWWp7fmLb9QR+f4HiogLOQlBaowtxLohEbNOMWCMqlQof+chH0lmyM844g1tuuYWdPbzviCOOAGB0dJQ///nPvPSlL23aLu3zIY1eELGCwEdHIdj610qbQa7SIBzQUfKdfTjKpMS8NoPNWggipi5X3myk9U6n51YmA2oy8UfkiPcEAShZWCYxbWlbmUQA6exJL0WieubCSycJi7/77rtZuXJl0+922203li5dytKlSzn++OM57rjjuOmmm7jqKlOB5fTTT2f58uWcddZZnH322SxZsqTtttphzZo1fOUrX+GOO+5gcHAQMFE/V111FRdddFFdeP+5557LrbfeykUXXcTJJ5/c3otFiKzKlhV1fB/mzzeDrUolux/yirBVcO2xzXsI5b0qGkmF3V7+uPs+2kmMyKVjSIHCpIClgozb+lylQqMyxuR13yXXRStDaCvGOEl0Uz4iqHH2z0YbWSHSXt9CZD5UUhlFO47N8cyXic+ny9n9znsH5WGPZ+KXVEf28gKbLaPYOIsHWafqOGTpY7nf1FAhTCfn02pDTj4FxUZ/5cvB5iOQdlF0ec3MQCmVlv3+4Ac/2DoKqFIx5Oa55+CvfzX/txE/kKZl6VoNFUWm+wgToTWuN1vVSpOvBJX0FO0HG1asbebzYfvFOM6E2UIhiwK0aWH9/Zmg2igC2fVNE43c5swzz+Tmm2/eZbjNlCEEKafR+c/yE10dr6yzQbNtm25riluZbJFJGvzkJz/ZqbjNddddx7333pt6Hl599dUt1zkVIWjCglYctv1Es++1RuQulcbntyCZPGs0eM4jL0Y17kayLbuf9v2E9XQigua4g0jep0u1ivBp9AHqFBMmmRq+y96g0QgbaZe/D/Iea8lfIwTVOXlOEc3vx3Y/b+fuKacPoVveJduGjRs3smzZMp544onWN2DjTgjRPqVhO6JYLFKpVDre1+cD//Ef/8Gb3vQmhBA88cQTLTveMDTp8eVNo+itg8jBQYhi4s1bKI3FyKhGPF5N056tb6JOgjViG0mYjPkBtOMROz5KemnHF8eSkgpSs1eNoKwL1Px+yrKXasV8PlY21MoeyrFgIcr10/FREJiJMdc1Y8+FC+Ggg2DvvTPvRFtZdabw0EMPccYZZ7Bq1SrAzJLdfPPNs8K3QmvNokWL2Lx5M3fffTfvec97WrQDFcZoG94bRehSCV2twfg4sR3ERrXsglA6IdWJ6KNIQt+VKSdnoxvC0BDs/EOwmV9MHnZwm8+1h3oRqPEiECKpCpakuDgeQkqk5yJ8F/rngOMhXYHo7TX5hZ6XjIdlVsa7BZYtW8YDDzzAsmXLOPnkkykUCixatIgjjzySxYsXNyXVq1at4rrrruOee+5JK7QJITj22GM5+uijU3J14IEHNr3e8kaIK1eu5OGHH+bBBx9M+6IgCDj11FO55JJLmlZ4iaKIfffdl2eeeYaXv/zl/P73v588GiwvAll/ikrFpFiUSsn51Bk5aOXO3u6pakWLRFzRUqI9k14U4RjDRduXSDcRT7TpX3p6aTurqvPmqg19dhRCpUX6gPXyUMqUiK9Wk9LwsVlufMyo2GHVXPdhZP5fqWSplGYHku3n7pOxUdi61URZ2Ws/L/g0Hs880sEmGRuxopQVw2xkQV3EUtLedU2n2dubVfBKI6mSabX8co5rDr3nIV0Px3VwrPgzMGC8THoToza7zb32Mp/nsZMPMqeKnY3X3Hfffbz1rW9leHiYAftw3QHw9a9/nf/v//v/EEKwefNm5s+f37zhhg2mGthvfmMqXihl0qo2bgSl0OUKassW9NgojIxAqZLcz1HWx8W2r2h+Dqwc0PJKbpzltn9turKt2jV3riEzu+1mXi96ERx4IBx8sHkP5p6aM2ebjlkrzHZus9tuuzE4ONiW2+QHy5PdlRMyZ9IP7CjffjnZmqYi/iTtYZv7zEmjgCZZr+U2J554Im9/+9t3Cm7zD//wD1x55ZVIKXn00UcnLYrTSoMxp9ic4wnnP45sq2xQlF/WrkAphIqNmJEKy9nzXeef87a/z3+WoO1d2SyNPZ/+lffiaatoJIUfGlPPWl5EDZ/nRaFmApHl7paft+L5doYp+SvIOL22k2p1RV+Sf2SSHjel+yu3zUYf0PxXrYYjTfd918GMRwJdccUV/PnPfwZgn3324eCDD2bODD/8ZjOUUmnp8mOPPbat8j4+DvFYCVkZQw0NG9U6DhGVEm7JzJjV4iw4QikSE1CjbrsaIi1NmGyyThGH+HGIkg6h14MWDo6j6HWqjEeFZOyh8UUNXRsjKgZUMeW6HWl4l30meISE0sd1MxHITlhb/mRT4bPfPzMiUBiGfOpTn+LGG29EKYXneVxzzTUsX758p58lsxBCsHTpUv7jP/6DlStXtiRKpm8UGbVxHOPREkdozzExmhoIrcF00kE7buYeLjEdrC33qDVpKUfV8JBojISw62xMKWuJxlkQkUb2mPdJeKmTRDg4bkNbmZt1FZOmEK5du5YHH3wQgCuvvJLXv/71bdtbHHTQQdx5553cdNNNrFixgttuu401a9bwwAMP8MADD6Tt+vr62GeffSgWix2FZC9ZsoRzzjmHM844gwULFrTcvuu63HvvvRx55JH84Q9/4Morr+Szn/1s+53OP8AtWUhvWM+kXySkL9mI+WtFv2bIn2db0caeK+sV5BtBQajcpLyUCN9DR8KsO2nTloPblEOTt1rftl3HYdtJB4KCiWizJNAKjLIGWEFGms+sWXTGpnKx5clKe3uz1BR77BpJVKuIqaZpb7n21qg53y4/CrApsnmRU+RFpfpZOQRoIREIpEyq50hp+sTG7WhdX4msQ0w3fWNHRJfXTB95bvOe97yntQBUrRphZ9062Lw5GyBFEToM0UqjrHAdJvdws5QNGyHabGbdfEOMebQ1vVonhhZkn+eF3nwVLxsZ1ttryI3FDIqBlUqFT3/60ym38X2fq6++etZxm6OOOmpSbjO1dTZSktwAW5AThfJcpaF9/m9nW92GZSZuclsb/OUvf0m5zaWXXrrTcJvLLruMe+65h8cff5xTTz2V3/3udy3TwqC9lmEnpoXQk2Rt5Vei6x755k92XQghMpEovYYauG9uY5Oe/XbRPy36rwn9kz0IjQJQvm1DmwnXdLNrvNUyeaGrsb0VgZI90cKYsxuRCsiPRyDpphM+9zz2YVPZ0mzkNbAdRKAf/OAHCCH4+7//ey6//PJZ81B6PqC15vzzz+f3v/89QEqYmkEpKI8YPw89PIaIQghD9NatROO1ZJJbEZeqeGEZR0X4cZhESguUcAiFi4MZYCvhohxJ7AZoIXFUjB+PEHsByiughSYoVCjFBcIQHB2j4xCiUWrBPKLQWFHkJ+cFymRg5KqdRpHhR4WC+WsnoWcKSqk0n9jmGy9dupQ777xzpzaBbgUrAv36179u2044ZqCnbYft+YmHiUhycwMjAsUxqa+KA8QuZqYkiQiypsyapPfw6mc/VEKi6p9AyTqsiNPkAZO+T/8hjWIQApCZwKNJIoJkYiqXzB440oSd5lM0WvnL5PClL30JrTV77703J5xwQtu2zbBgwQIuvPBCli9fzk9+8hPuv//+dAZs06ZNjI2N8fjjj7dcvjEk+4QTTuj4YXP44YezfPlybrrpJj73uc9x6KGH8q53vat5Y0smGqt72VQjO4ipVrOKO40CT2P1K0t8GqvZ5I2iPVOxDfKrE2nFMBH4aN9HSNlW/8l+RyIEQX2Ujt2XpgMunf2GWIJXhVACcW52ywUZUpdSZX9zI+Gy4qfE/B0YMG2GhxPRKEcI013Ik6WEUDYjd/aat6p5s2UlWSqKjdyx+1Z/sLK/Irv/XMdFuB7acczMoTWYzhPPIMjMq6eAP/3pT7zsZS+b0jI7Orq8ZnrQWvPhD3+YoaEhwBgXt8ToqPH/2bLFRNcBVKvosTGqpSpaRTCSRO7VKjhhiIzC7L63kY5NBmPNkGZ40mJWuFk0UP47yHyEbFReFNWLQDMQaV6tVvm3f/u3Oi+Vo446ihUrVuzS3GYqaDqebnZu00bbet6mJ/60XOsUV/fVr34VrTVLlizZqbiN67r827/9G4cddhirVq3iwx/+MLfffvuky+X1GMj/33DfOm+g9GJInsX1X+bXmkys1AuEIreOjNaI7HmZmwjt6LTldz4vUNbtK9kPa1w22Y6o4wr1309AK6G71f7BRP/H/PdN19FwXyW/RUhR9/Py+2M5fcewnG26aLOO2chrYDuIQJs2bcLzPC655JIuUZoibrrpJr7whS8AxujvpJNOatm2UlKIahlVraHGx4lHK+jxErISIsslnOFRgloZnXi42Oi7OOfzG2tQQqDcgNj1EMrFjcqowEX7AdrxEVTRRIRBHxDjypBIeYQRBHFEKa4SeiGjkYd0BES5yEWt0z5Ra8PN7Lhi4cJs7DkTUErxwx/+kA984ANs2rQJAMdx+Pu//3suvvjinbZU6mQ4/vjjufrqq3nwwQdZs2ZN+5xtKTOi7LqIwIeyC4Tm4nB9EDVQTjaLKoURb4QEZc0wBakXkEhEJOWAyMfkShD5h1YiDLUao+ZCR9NBeV4scsgN1o2HlbAXl3ASEUiA76WRC0JKE/HUBuVyOSUXH//4x6el9Espef3rX5/OtmmtWbduHY888ggbN26kUqlQrVYJgqCjkOxOccMNN/CrX/2KBx98kFNPPZVjjz2WxYsXt17ACj95ccPLiXl2VtuGN9uX1pm3jR30NA6K0qpayeeua8SdRi7t2tQ+owIL10WFUetoo8b9l042cssLQTJRonMeIClsKUKhM2OyODLL2P32/MR3JCGFWiafVeu3n/+Nljz29prPhoayykXQbNSRiZ2N31lBrVmFoJQgkviPFKFYaBIllETpJdppduOZ+1i4PtqVxhzaLmu9S/KCkP1sipFAK1eunHVkqctrpoebbrqJr3/964CJqmrpX6aUSQUbGYGtW4mqNcLxKroWoUoxTrlm0pZHx0yqZhgR10JjEZakaLpaI1qVYW8BjRGDJghB7QZU1ksrT27mzTOkJghmLKx5cHCQ66+/nttvv31Sn7jZhI64TasoiTboaJFURch/OOlCE5efBtqN40WzBg3Ic5tzzjlnp+M2hxxyCNdccw2XXHIJd9xxBx/96Ec7Kl3fLCrIfCbRWmVaT51SJA1nyF8c6UXScF5TLSiLChI5ISi9SqRMsi4a19cEjVHZrdpPcuFO+Ug3S/lq/L6xD8x7+UAWFdVSADIHzBzm3PEjo/j1t1nC38RU+s7c2GE7YTbyGtgOItCee+7Jhg0bZu2DaXvhscce4/LLLweMud+NN97Ytn04WkGFEaUtJeLNY7ilMZxqCTm8BWd4I7JqCJAWoLUyRsAYkhNrc8t4AgQaoarIWCCkT+wW0MpBV8pEbkDs96DjGF0eJSr046swSb8ROFKDG4NTIuqZgxdpqlXTKSAgFKIu0seOIefNM+/nzctsOrb1+RSGIT/+8Y9Zvnx5mhsvhOCkk07i2muvbZpvPJtw4oknst9++/Hkk0/y1a9+NTXdbIQQID2JUnH2HPF9RKGACI1ZuOmRfZCRiZPHB2rJoBrQnvlOahC+8VIBTAqNTsQhG/VDvW+LaHjA5QfCYAbiqTcQ9QIQSWk7N6nKJCXSCkZSZtXAHDc30JcTqxw1wbe+9S22bNlCEAScccYZkx7vqUAIwd57793esHmGtvOzn/2MOXPmMD4+zi233MJNN9002UL1QpAQRp2tVMxxDkPzWWOVK8j+Wm+e/DrzyJWYr5uhc110UMiVVjfikZCOqRxmzV8n239HZvkcSmWRZo4DUXIdQnYtqNx71zWCYRxCLcoELK1NSGOkTDvHM7eB1lm6pBU/Bck2dbbdnp4kTNP6DsUm9Uw3E4RE/ayaDZnMV7KzKZf5GULPN+KPVdTzB9c1fXO6f4gsXVIm58R1UEJkg4J8Cp81t7URXI0RXs3OcwNWrlzJe9/73klO4M6FLq/Zdjz22GNccsklgOE2f//3f9+68cgIVKtUt4wRPb0RPVox904U44yXoFLK/L3iJLdUJYM4BEQRUZy0ZxIfjgZYIajuam+W0gnZfZuv/NXfbz4vFLK+1QqoUxycxHHMI488wq233so3v/lNrO+I7/u8+93vbumlMptw4oknsu+++/LUU0+15TYWuZ54UnSsHdVFB02h7QxjYoDn5NuaDdzmoosu4stf/jJr167l7rvvbikCtTqfEwJqEjFCSo3W0vgACWH472QXRbvvk8gVrRMz5saoHotWO9n4XbNIn1aCdPJqGgHUKTqNOJrwuTF+Box3khCpd2ydJJUIXJa257ShbCiQX62m+e99ATEbeQ1M7RnZEd7xjndQqVT4/ve/P9OrnrWIooh3vetdhGHIwQcfzJe//OX2C8Qx1fGQoc0RlQ0j+CNbcEeHcEa34pWHcXWME9dwK6N45a0E5SG86ghuZYSgNkKhOkJQHcYPRwl0CZ8QT2rcuEpQGcWLKkgUblTBLw/jxDV8VSWojgAxQkWpRYtDTIEKPUWN52l6+8D1jMokciUA7fgibzExMJAFGVh0OnG2Zs0aLr74Yvbcc0/e/OY3pwLQm9/8Zp599lm++93vznqSBGaG5iMf+QiQld5tBeG69cEbQkKxgCgUk9maZEAubBk3CcLLTNxsGXbhZGlhFo7T0EZkpdxthEFjlI9wsigMKbKHQ91OO2Y/PN8MyK1/idYIRyCkYwbzrofwkwG0dBCBb8ShNqhUKmlawqmnnto2R31Hh+M4nHvuuQDtw+cbI3es6GDf2wiUxsFuet5kzufHzwY8OcEnFSMaI1SkRBQL0NefiQ4CUxnLNvM9E+HSiSosspTA+usvEVQQWYpbY8fieeaacpPfa/1/BOb/flKty5HZOvJeR4JsH/MESkrTydmc12IRenuMOOT7xvfI/g38rI09jvZ82HPgufXpdn6QCEDJciIRPO2yMncvmZ0zfySAEVA1oKVrkj4dB+15Zv96ejJzafu3TfWrVnj44YenvMyOji6v2TZYbqOU6ojbqC1bGX5unNKT69HjZYSOIawhR7ZCrWwuZys+a41JU4a0OIFSideXJgZaPw2bwwpBbZF/iNoS8fYejmNjFK21MW206DCa7q9//SsXX3wxu+++O8cccwx33303Wmvmz5/PddddxzPPPMOdd965y3Cbj370o8Ak3GYKA8XGx9+Uxpj5CNBmrxlE4342fDvp8rOF2wgh0oH3dNIC01MkREI7hJlIFDL3vcgaNy6cvWnxeba/baNrOr1uWoczNW0nye3/ZOtqBa3ro5cbBaCm3j/132u7nM7ovCB//PPrgsZLue6wNPN5a4n292BHh2CSRrOR18B2EIE+9alPseeee3LWWWfxk5/8ZKZXP+ugteakk07i8ccfR0rJihUr2paEB6iO1diwAeJyleDZp5DlcdzKMG5pCKc6hj+2mUJlK25tHDeq4oRV3OoYQXmYYHQLhbHNFMc2EYxvIagME1S2ElSGcVUFKWM8VaKgxgncGM+NCaIxXBXiqipBbYxAVwBtxu/CGE17IqJYNGOnYhGKBU0sM+Jjswtc10zizZ+fZZjkRaD2xY00l112GcuWLeOAAw7ghhtuYHBwEMdxeMMb3sBjjz3Gfffdx+677z7Ns7Jz4YwzzsBxHAYHB9vfc1IagSTf17keslhABAG4yRdWyMEB3wXpk0Yk2EGnlOA5gGfaITORALIBsS3JbYUh4Rphx0nEHTtor+t/7fRAEhnhF9Ly18LuniNBGvEH10fkB+odRAABaRlU3/fTmeqdGTbn34bPdwQr2FiBw85kNxNOWiEVLBIxwQog9qYPAkQQIPp6odiDkCIjBIkvUF2QkZN4a/gBdaXcm+6/uaazazIRLYNkX5L1T6g4ZgWwgm8if4KCuZZkTgD1rQCaiETSydZv12ErhNn3dj96e01kgI12sm74hQIUAiPuuFkFtfTYWyLWLPLACkZ2wGnvK0dm27YRcY5rRFNbet7ev4515vdNNJZdn/UfkjLzBrLndArIG5HOJnR5zdQxVW5THa2x5YktRJuHEeMlk2JRreIMbUHUatnAQcXJ80JBqExEahSaqpVxNGHgENJ5hEiy1ontGwd29l6197U1h8/7c+VFizb3UZ7XvPjFL055jRCCQw89lG984xts2rSJiy++eKcdzG8rzjjjDKSUk3ObBJ2O9aYlBm1nTCYAdbKvs4nbvO51rwMm5zWTHZf8eU5vY/vcTPipcFzSylR1J6JuTY0ftN6RVhdXJyfRLtssGtFG/9g9ma7nWCreNBF/mu13q/23Adh5Qci21zlj7ra/P/fdZPsD2diixe62GlNO5ZafrbwGtkM62Le//W3e+973cuONN/KGN7yBvfbaK62k0SqUWgjB3XffPdO7ssNDKcX73/9+fvjDHwJw4403cswxx7RdplLWDD4bElZi+p5bS1wt45W34o4O4pRHESpGVivoWoSoVpFRFSesIWJrlogpo43JjUU6KM9Duz7aC4jdgKh3gDjowdEaEfQQC42MxoncXhxdQeKhtEtNBGgpkSgcHREKn0LR2GcIAcWCa7IqknGm9Ri1f2s10sphMPnk/x//+Eeuvfba9H2nlQZmOxYuXMjrXvc6/vM//5Pzzz+fP/zhDy1nBYTvQSXOni1SmgFpTy9SRahSKckXTJbXDjgxaBccBVpmqWGiaoSjSGIqNWnz1xXZTK2N0lDJd2nspwRUk55Y1IsKucpfEqtNOca/yPr/uCbyB9cDP8hEhjZYuXIlN9xwA2AI02yYWT3xxBPZf//9+etf/9o+fD5PLCzs4N/6/diIoHK53gi61fraGXAnUUPCVgez6VSu154M2FQ0O7uvlEkBaRyi2Q7GCjtuRJqzr5VRnZvtv+Mk10zBpHoVgkSESdJNBOb6E9YrABON4HmmnR2YWpPodHYrGSAWi+aYjo+b45gSonzev8zyYfMDTMjEICts5lO1tDKCqhVR0+XyomqDyOr5SVnGAtp30cJB+74RW63oV8il6dn/Nx7rNrBGpLMNXV4zNUyV25TLMPKXzcixcWStgqxV0JUKzvAQqNDckzYCqFqBWlIdrFbLwolVQ3pqDhFMKT2sLi2s0atD5J5RVpy1zyvPy/qFfFprGxGokdfss88+fOxjH+PMM8/cpXkNGG5zwgknpNzmsccem7EKPY2PwXzX9kJ1Ye3H2J0JQLON23TMazqASGYRtdJpZJBj53E0KUcVNh0JgYoT3mpTui0XEDKLRGy2ocaLq63/TsNEaLMLU4g6Px7R8Lf1D54imu1nmtrW7N4Tzf+vtUkNS2hR9jsAaxkx6f7ZnLFJ0DQqa/LFOm08W3kNgNAz/MukzFUhym+oxUHWWiOEIJ7BEppTQbFYpFKpPO8nWCnFhz70Ie644w4APvnJT/IP//APbW/oWg2GBiNKG8cY/eM6ChueIvzjn+nbsg5ZqyKEMiLQ2AiiVEJVK7i1qvG9UOY4p1EUjkDbWfbkZlS+j/Z8lPSI/R6iYj+qp4+odw6x9FBCEvbMRflFqoU5VLVPTbuMxwVKcoBRMYdaZPa/FnuM9+xGHEOlKtKI6d12g0WLTMbEwICZLJ83z7y345xWuPvuu3nf+95HT08P/+f//B9OPPHEWVmyb1vwhz/8Ia0Qct999/HmN7+5deNqFR1FqciuwhhVC413yegIyhJre08oDTpMSK3K4uVrsTGLtt4/1tQ3CZAwSAbidX25PWf2oZoIS7acr+8ng29R96ATSSSDcB0zoPX9JOqkiNNjIjlEIZjUDDqOYw455BBWr17N4YcfzsMPPzxrvD5uuOGGdMZ43bp17aMK2/V5NiJFKeNtUy7XD7DyESyt+iwr4uQiipSGGDOAamYzVJcT3m7fGklSfh8qpcSHJ7ciFZlBo/0N6fNGmAFlpWSu3/ExKJWhXErMnRvug1otORYR1MIsDSVOUlMaB6FWDI0is75KJbm3MOu2+5Lvx+wA0w4sbQqZTVuz27TpYjYCT+REH2yEULJO6UDQY4SuwDecMygiHXCLReTcuVkEFxixqL+/3rl/EqJULpdZvHgxW7ZsmXWEaWfjNffddx9vfetbGR4eZmBg4Hnd9lS5TaUCWzaGuH/5I3JwI+7GdTiPPYK7Zo25D1VoPL6iirk3R0ahMm6qg4W1TBxWkx/rxDGrIzjkBi+pf1ku9dJxDInZay940YvgJS+BOXNgjz3M5/Pnw/77m7a77dZyO11e0x4dc5vcvTnV3mdS65PnAa0fpaKuTTvMVm4zFV7T6Tkz4o5dQCe0IldRMHlpy4VynFgnywit0mdCagCtVFY+Po9mKmPOW2fCVZurLpaP/EGpjozBJ2xzqmi8IBNOPmkUT/q9FX3MeNPYM4icjiQavD/z62iyzqYRVbLp5ONkAUu5vZu04WzmNbAdIoGOO+649spkF9hS8JYkXXDBBXz2s59tu0wYmrHH+HCMGB3B3bKZ4NknKW76C1JrtFDIagVZKSPLYzilMahVEDlPiLTjUDFogRARWlgTUo1TDtHlMjIoIOMIR4dEhMbhvrcfJTxEaYhYR0Sejxd4iCiimhg05iuAi96iGf+5oNH4vkgzDMCMpRoLeEyWebBy5UrAXGNveMMbpnbQZzle/vKX86Y3vYkf/vCHnH766Tz33HOtiaTvI+LYWLoJwHOM+TcY/xLhGHKtc4ZNygOpzeDXVgZzHMwKhNF1HGnepx129lDMKqkk79Pr0ooJyb7ZyAeMAJQ8NjLvF5kMboMAenpNBFMS0SakmFQAArjyyitZvXo1Ukr+5V/+ZVaQJIszzjiDK664gsHBQb71rW9x2mmnbduK7Gy3NSvu7TU3rZ3lblZ9R+bPUZPIICmRjoNG1hWYmPJzdTIi4vqgrYlzQuakZ66XWnXifhd7zN9KyfgRxSq59pWJ8FEaUGZU6BSN8DI6CjKJL3CcJGzACj6mIqPZfvKP4yQePsJ05pVK9jevfAdBltZoj6FN4Up/spNFEKVhlLYqm8y1TcQgVySpZ8Lc20KA4yf9tTAeTUFgXpBte4p+QHkj0tmGLq/pDFprPvGJT3TMbaIItm7RyOEhiCJkZRw5uAln/XqoJkKsjiCMTMpXGEJsJylUJgA1qwbYbHuYBOZOkEYDNZZEtn2c65qUU9sfFQpZH5kX//IpYk3Q5TXt0TG3aRbh2iFaRQFt8zNqitueTPzJ70s7zFZuMxVe0+llIB3T0GjHAmEj1RPoZGVCKVOwQupEgDECv019anlahExYgF1vrqUgGZtZD54mwqVNObUiUyeRP9sLjZVg62A/t79TZpqW/dlao7XowOqxUQDKr7exqejMO7LNHqfraYPZzGtgO4hA999//0yvctahsRT8ZJXAbAGKkRHQlTJ63Xqcp/+C+8zTaKVQtQivNoasVhDVCrJWRtaMb4+5vHWuC0o6lTgys9dgwiOll1bx1mEF5XnElSIyquFohXAg8pLBUq1CoTIC0kW4Pn2ixkhNo7RIKooLVKGHgmvGOAMDUKtpPC+72SxPshPadqKtHawx19KlS6d0vHcVrFixgr322otNmzbx/e9/n//+3/9784Y22qZazfxtAw9VqaIcFxkolOMY0u0kRNuWzwyBWIJQRviRgSHogImrjXJPs5wc77rZ5459uJGLz0+uUN9FOI4RfmwkkB3gSoxnS+BDb59J/RKAkAhn8nLwAP/v//0/rr76asDcey9/+cuncIR3fCxcuJB3vetd3HXXXVx99dWcfPLJrWfNpkKahciEgjT9ok1lsDysmJS0kWTcxu6CjXSeETgORLkV233zZC5N0TVCj5356+nNZpWUDf8WUK5k94CKQWjTrthrrmlbCl4kqZIK8J1sO1YMdXKfWSNtpUznaKuS5SN9NOY+yR/ffGSTFelSHyFtfp9jfYbImI5Nu/NMZTDje2S8lPTAgBmkerl0Opt+lveEmqRzbjQinW3o8prOcNFFF/GlL30J6IzbDA0BpRJ6bBRndAvOxmcQz643KV9xZKKYoyRKNYwMEVJkfZAVgKYwSg/pTAjSYKro2T7EpoXZ51ne9yxdSGcCr5fci/louibo8prJsWLFCvbcc8/JuU2C3BTUlNE04KCJGDQVYSj/nJtsW80GvJ2M+++9995Zy22mxGumAiGQrkDHKjs/QqC1QCQTo0JKQ1pisCliBjohMyp7Nid9hLCPaU2uWhYNF2XuIZ3XPtJlDSGyy6ffT0PsnBLy/KlpGlgeSZv8bkn7uW1hJ8bsZ1MQs+punmT5SfapI61sF+c1sB2Mobtoj//6r/+qK5c6GUkCI5gMD5sZs+of/ox46kmKoxtAhchaFbcyhiyPm1d1HKlipKNx0AhMyUKBgriGqJVxymM41TJOVMGJKrhhBScsIZNwaoHGCWt41TG8oY14WzbgD28iiEs4uoobGrNpoRVeWCUQZXwZYrN5tF/E8Uw5wGLRjNn7+sx3+Qkya9Vh7UjaIW/Mdfzxx2/LoZ/12GOPPTjppJMAuOSSS9pWCksrHpFo945A+i6O7yAcgXSTk5JU3sJL/EiCgomWsN8ViuZ7x6ai5AaggsQ4MzHd9VxjJu065v+BMXVGmpQW6TlIxzWpF65rzJ7twNVzwC8ggiQ9xk3EIgHCS8yuJwklC8OQ4447DoCDDz54WrnlOzIuvfRSfN9n9erVfOYzn2nfeFtmlfKVwfJRK/mXFRKs4XDDdppNLM3YBJcQ5npt9nlaLj25VmVioOx50FOE3gGYOw/6eowwZCtwSZlUMdPJsjqJBEg6OKtku07W1qbCpdW+vPrjVSya9BFrzuz5WTUyzyUzU09eUjQcuOQ3BAVzf6icsJqQ2fTYu17SLtlXLzAm3QMDZorACnzWIHwKaWAwu4xIu5g6tNZceOGF3HTTTQB88IMfnJTbjI9DtazQQ1sRmzfAcxuIt2xFDA0jVDKgikJDFMKaEVzDqvkstiIr2zQg6lRvTib7s1nnfIqrNVC3Iq7djzDxX7Rl49vcP11e0xn22GOPVPhpy21yx3p7xEvku+N2AanN2rRfNk+apo6nnnoqPT6vec1rZiW3mQqvmTRrqbG9Y9J9s2gbEFLUB6rnqpAKKYzHoS1KkW7QnmyZPrPrzmrjPon0YZ1+OeEqyO0Xdj86qp46Q3eAnYSt2zNB02tWkPGPXDOR9NNateurO1Jtkj/tIpPa/3TRSaMEuwKv6YpAzyNqtRonnnhiWi71H//xHztYBrZsgcFBjVj/FIWtz+GXhnHGx9GVGrJWRpTHTSpYrYxUCqmVSX8ARFxDhiWc8ihuaQynPI6oVbJXaMKXZbWMWxnBCTMjWJHk2TvjW/FGNuMObSAoDSF1FalDHB2bLCAV0atLBE6EcCVRT3+a7hEE2XhISl0322+tMKzXaTtYY64lS5akVZC6mIhrr70Wx3FYvXo1V155ZfvGdqBO0le7LtJzcQp+Mm4VSNdFBB7Csy8H4UmE65F6kLiJ00LqTSIwpd29bDbUziaIJBLB8zNhqBAgiz2Ivn5EsRcKPYngFGSDVtdDOCIZsPtIz0ueAwLpuR1VBLv11luJ4xgpJStXrpy16R0HHXQQn/70pwG4/vrrJy+tOlXGlIclRqkI4maGqS3WafWJZmR4OrtSBxtV0wgriuQJW34ZzzViyfz5sGAuzB3IooSUMsvIPNmzAktgBNFiwbwKflb23XUzDyt73xR6kjSsoll/X38iqOb22R4oxMQchTTtzlb/cszLpqSlok/BbKu/37wPXJMe5jnQ10+spUkBLRazyB8r3NltTYKHHnpoVhmRdjE1KKU499xzUwHopJNO4qtf/WrbZbSGoa0KvXUItg7hDG5GlMZwhrcidGICb8OFyxWolCEsZ6mojffEFNGxU1MSiapt5F1e2M1HAUmZGUFHkVnORtm1QZfXdI6Ouc12FoLym8l3xflX4yA5LzBMHEC338vJuuAoinjTm96EUoqFCxfy05/+dFZymynzGqYoBCV+eta7JlPvEqrrJMKPFWskCEcgpIOw3NZW1c2MDLL1J686gaThW9EkHapREEr/2kIQ2wtp5dUJylXD2/pjVXf/WRpoP6rjMc222XRHkmXJfvc2CkBTwa7Ca2Y8HezMM8+c8jJCCG6//faZ3pUdCkopXv3qV7Np0yaklHzve9+bNMewVILBQYgijdiyhWDjOnStito8iKjVkGGIKJdxQiMACa2RiRGvjGrI0Bgnirh56dRkz7IQvkggoxDp+sSOj3I9hPBNZsLokKkk43oQK5Tj4RAROy5KSZR0mCeHWessIcZJ/UltxoKNjoYssi+Ok4rJk0R1lsvl9Po455xzuqaJbXDQQQfxmc98hk996lNcf/31vPOd72xfcc6KNLWayX12XdPlxjEytObRIiHBEpzkxEUROkpSWuxsiA4NSc6HeDXr1R3zuX3YagTCS8ShZqfWlu90TVSSCFwjCIFZroNS1rVaLQ3rPO+882YmlHgHxsUXX8x3vvMdVq5cyQc+8AEeeeSRyX/z8xVmTD1XqIuWnsnNe17mG5JuWBhBplY1Yk7jzJSbCCGRqZhHUDB/x0uw8blkxl+CpyEWJqRAxBjvneRxqkkqFZm+mFpSpNpuq6eHujLzjmsOiOdCOTkI+ZBJAanhmv3AtSl20iyXN5CUSTl7G8HnJdX0rBDreODbUvOJAGRXb6O3OkSlUuEDH/gASimOOuooLrrooo6X3ZnQ5TXN0WgCfdZZZ/G1r32t7TNaKRgdVsTjFfTmQZytmxGlceTWjbi1MrJaNc+QWlKMIKpCGJuUsCgyrzjKUsK2J8wUNgiJ9n2ETWt13ewZZyOEosjcO1qbvwsXtl11l9dMDVPiNrlnWXIGnyeIdPPtvp9JnH/++axevRohBD/5yU/wp+jltjNhW3hNx7RGiCRlSRj/Hy3QSuYW1gg3mfhUcXpRCUeB45hJc2E4hVnEpJWZC1Bl64AGniuapInlnuei4dmfTkDpxKeosQ/ctis+1Wmsp48tHJR8K0TyXd1CExUrIZp8XreBhtSuxu8nvjHv88VI2qBZ2uWEtU6yjl2F1wDbrzpYp3ihq2g8H9XBtNacdtppabnYe++9l7e85S1tlxkZgbExiCNFuGWM8l/W4m9Yj7P+KYJNTyNHh5Gjw3hbnkNGFURkHOOdqIKs1QCdhFFXtoEoCQgC4+3j+MRBEe046KBItNueqEIPsdvDlv0OQ/fNZaTqs8VdROj0MFzckyHmIh1hxiluxo9s0MDcuSItrHHwwaaYRjvcddddnH766QRBwPr163f5sqmTIYoiXvWqV7Fy5UoOOuigzgQArSEM0WFoHmBRhB4fT3Ol02IGKgnRN29QYeKrEkXGC0ElZd+jqG7wLQCdVjCycyQiCRqSCN9ULMpuw2yQbL73kFbsCQrYnGBRLCB6ipOGktlryHVdnnvuuV3iGnrsscdYunQptVqNM888c2oD0udBDNLU6x3560ypXKNpbUQ3N4MOwyytxCZ96JxheRSb1BPrN1KtGjPosaTce6VsPIWi3LJpnVmd+fTYHyecxFTdEjSRRUzlXSHj2NxHUeJ/kje8FTKp+GWnnBNC6HtALgpPJsJQb4/pgKWXiEbSpIH19UFvf5ru5ifZnGlkgxWBOniOn3nmmaxYsQLP83j00UdnlQ9FHjsbr3k+qoNprTnvvPOm7m9Y0wyur1AeruD/+TH84c24g8/hPftXxNAQYnATzqaNsGVzkgJWM4KQCjMzdCsGTdNIrO3UQTKL5ThOEtVn0jWF6yaFCXpgwQJzPy1YAHvuaUhNEMArXwnHHNM2z73La6aObeU2z9/UxgyvcZJV/uY3v+Hoo48GTLSCjZSZzZgWr2EyapOREG2rg9nJm3xFL60zISgnEhE3VhHLvhJo8leitjxA61x+ao4/WH8NIFONmgg8+YpmeUwlCir3P50WmchFQqU2D408Oxe5ZMWf9EXTg50VeklEpqYXeaM4JDpOg2ubptlye/WwvMZ1XX7729/OWl4D2yES6JhjjmlJluI4ZmRkhCeffJJarUYQBJx99tkUJzHO29lxww03pALQdddd15EAND5myg/KsEb52UHUpi1EQ8M4Y2OIsRFkaRxvfKvx/4lCJApRqSJVYtJrc+ntubDGvkDb3kFjFOZaFeF6ONSgrImDIugKlEoI10OIGj1DzzLi9xHSi1MsUPHnUBAhQVgmEj1GFI9BW5sMx9z3cUxaMn6yUx/HcZ0xV5coTQ7XdbnzzjtZunQpq1at4qMf/ejkD0ohTNUw10XXIkAg+vthbBwRZ+Xk0xAvbWZHhSfRNq/PcVLDYOEm118UJ7MKEpGbRTAdtUC4hlRnleXynb9EuA7C98yFI6XxA7LPpsDvSADKm7u9973v3WWuoUMOOYTPfe5zXHTRRdxxxx3MnTs3TdmYFI19+HYQhfLPdjuWy0cHpR6M09m0EOaaqdXqZ8w8LyFOYSbe5KcMXQdEkJSgjs213dNjBnWVAgxJqIYgw1RAReY8SqzYEydpI/YGimIjHtkoOXsQINWG6O1NRNUkIsI2sZXxwIhKUiRpKXYoK7KoBMc1EUt+4uPlJFFAff3G1NqmUGJEWKME5SqCdUCUrrvuOlasWAHANddcM6uJUpfXTMSNN944ZQGoWoXqSI3RoRhn3dPw3Ab05nWwdTM8/RRidAQ5OgrDg8Y0KEoEoDSSOUkH297pLvk8HxtlqmJz39jnjdaZkGs7MSFg3jyTTtpGAFJKdXnNNmBbuY3Y7kLQ8y8AhWGYVsk66KCDJk//nyWYFq+h/rg2pTVJgyxqJIvK0Sr3hXQy4pJE/uAkEzPWUiNdNvnHEt28wbSwkUc6+z7dSbuDOd6dRgMl25ZJVKLQWfGJRgPrTtAi/UtYQafpMpN8LvK/t15sqvu+2YqahYpPFx2s69Zbb015zbXXXjureQ1sBxHoV7/61aRtKpUKK1as4LzzzuP3v/89//mf/znTu7HD4Pe//32dEfTFF1/ctn1pXFMeUzhCMzoUUnl6I6VnRymMjCJHRpBxaEydayXj/yO0EYJqVYRKFOiomsxwY947wlR0qrNDnCRezqY0aG2sNWqGuDilUeJCEdwCbmUMMTZKvPBFxAPz8GKBjmJ63SpjykNLD6VNcR0bFWTvwSAwAlBPT/vj96Mf/SgNdZ2txlzbA9v8oJQSEfhozzNiju+bvMRyBaGUeeb5HjoMQUikEGjfN0Guyg5cQ7LS1kk1l+RBZOizMBletqS7SLOszT4kM7DCGujamQPfz9Jo/ADR19vRzMCuYO7WChdccAFPP/00X/jCF7j55psRQnRkRj8B20kUyk8eNa42/Sz9Z1s3IkyHYw1mLZLoM2r5iJuc6uQ4oH1D6GrmejceP0lnpjDiUqVkoo2iZGbQRujo2Fy31t9EGv8rwmRAm69qZE1uSbx9CkkHWa2ZfbYVSFw3EYJsyHYi+tjoIAGQpJdZ/yNHJCbW/WadibE6WiM8F+25Zp+tr1YHROnee+/l0ksvBeC0005j+fLl0zhBOz66vKYev//979Pz30mBC6VMZHNUjRh9rgR//ivyicdxt6zFLw0jSiOIcslc65Uxcy/FSUWwNLIul9oZm4mK7YY01Stn+pxE2mmtTcUga6Juc94hiwqaJPrq17/+NatXrwbY5Z5J08U2cZuEY+hpP0wmrHgG15VbawerveKKK1Ju/K1vfWtW+gC1wkzxmomHTGRZIYnoIvKphRKUtpOgiVCsdTbesmKNnRCFjMDkfXNs0HB+R1IuIHJRyU1EEsuBdY77WiKVN6lPo5Tssk2iJm2KePrcFxkDMvlfdcem5cETLT5v9pnOfdaqwtc2XsvtFuvk/li3bh3nnXceAKeccsqs5zWwHUSgTlAoFDjnnHMYHx/nkksu4ctf/jLnnnvuC7Er2xW1Wq2uGtHXvva11o21Jo40YyOaWlUxtrVKaUsNOVRGVkv4tVGcqAI6RKgIp1rCzDRHiFotJwDlKmdY8iQwAwElc51LXlFuukNmPa6EKDKmwVEVd3wU3T8X4ggdxmgcCIpoIRAO+EITK41fKTOOl/ZJqbF+MpYvFrNiNO1gZ8te9apXzVpjru2FbX1QCgFIgRbWADNA9IVQrSJj43Wia7UkYoisU5ceutdLKrhE6XNPRDUIw6Tii7n+hOOaCIR0o0l6S5I/KCyptg82a8oJpqpRb85XpQ12FXO3VhBCcMsttzA2NsYdd9zBTTfdxNatW/nyl7+8w/gitRKBZhxWQAnDjKB5vhno2fSuRjgy6Sod0xfa/tQ2DQITuVOpGBE0jrKu1RLFSsUIQNZ/zRVZu4kbzCK/ZXLNR74ZDMex8fexnj+W+Nl1G/c2c19IkkGrNObThQIEif+PlIk5u5dE2SW/I18Svg2efvrptBLN0qVLufPOO3epAUgr7Eq85oQTTkgLXHzlK19p2z6KzDxCVFOMr3mO6M9P4T79NO7IZryRIYirECp0LUKMjiBqSaqXjqnjMGmJ4dyM9zSRHyLVwXr/NL6Uyp5FnmfEXVslbGAgMWAPTDRQG9jolf3222+XeybNBKbDbbRudsanei1tv/6uk670D3/4Q8pr/uEf/mHWRys0Ynvymtw0UCby5NJOJRrtSMODBUn0jsj6JCnM49h1zZpUbL5PV9oQdQyk1Up10s/EcW5P7IRR0i4XHFT3Ny+u2NRwKwYplay/MeRaNonOsf+InEbTeFG2EYDaXr8i4Sc58Wk7YKIv0OTbUUrxN3/zNwAsWLCAf/3Xf90leM0L6kT34Q9/GIB/+qd/eiF3Y7tAa83RRx/N8PAwUkr+8z//0+SWN28MSjE8rBneGjP0TJny1ipiZAi3MkpveTOyNIas1XDKJWSlBFENUa0gwooJOdQa4rAuHzUz2CBngJp0DMoSqZg6L4wJ+2Y6DRmbGXRZM5XGpIoJvT50oUCgSqYymZ0UQyGJEdY7hiQoJCcCuS7Mndv+GJZKJX7xi18A7DKhrjMJ+6C0pqY33XQTZ511FpVKpYNlG0z4Xc+IL0HB+PP09uD0FZGBh1PwkIGHCHxkwUf29yF7e3GKPtJ1krStniS6oYDo6zNpXIXADE6LPSYkrNiD8H0jAAlhBt1pye1k4Ns/gOjrTUyl22NXMndrByklX//61/n4xz8OwB133MGRRx7ZUXWNlpjBh2OqZciGa27mN2WIh59U8rKVumy5dsdWmMsTnITUSIwAEwQmvcqWevc8UyK+2GPElr4BGJhjDJe9ZP0kQo3jJ3+TTtBJvHxsTdXELys9GK6TlK7vgYF+E2XgF0xKii1AIqURlWw1NC9ZxoZZ2qpg/XPM//3A+AK5TjJpKcxn9tk0ycGO45g3vvGNKKWYP38+/+///b+uoW0DZjuvOeaYYxgcHERKyQ9+8AO8NjM5tVpioTUWMvr4Wlj9R/TmzehSCWd4q/GgUxrCKqJSwhkfTSqB5SL2VMJX7Mx2yyIXU0fU6ovkHhSC7N6I4/RznY8C6u/P/LR6ekwq2CRVwX75y18CpGJqF1PDdLlNk08bXu2+e2EFIKUUf/d3f4dSipe+9KW7bCTZduE1CerOcp4M5yJmEILUK8cR5plqX46diBFZerbjJMbS0vhjukk1Us/NVRF1zbK2CIvlD5aHiJyIInOCS/o9WTuRrMdNUr+lnUByzaSWbBS6s2Wt6wP5Y5BP3Wp2KzjWp7DVMc0LRNsgAE3SvvXXoqNN3XLLLTz++OMA/PjHP95leM0L+iv7+voYGBjgj3/84wu5GzOOKIpYtmwZv//97wH43ve+x5577tm8cSIAlcuwcV2N8nPDqOFRZLmENzKIHB9HhzVEWEWEZdzKGF5pBLdWwhkfwa2WEVrlBKBE0LFVcVQEOqoXe1K1NicGKZWkf+VDBjXEVlBSSbSRgGoVpQTaN2XDHanprWxNl5LCuOO7cTWdcLdj+SDHlSbzq/zZz36G1hrXdXnjG9+4DWeii+k+KOv6fimTPL4eM3D0A+PZIwWOI9JngBQCGfiIIDDpZIUi9PTB3HmIOfMQxWQA7vrGX8pxSEuo2oeWZ6MdpBGKenth7lxEIej42fGRj3wkTQO78847cd0XJPBxh4CUks9//vPccMMNeJ7HqlWrePWrX82ll17aEXHe3sinf9ux1XaNDhLCEK9CwVyfhaIZzPXPMWKO6xqRxvMz4Ud62U7lK2cICcUkfcvJR+m4yeydBE8YscaVWWRb4Bsh1PcyQclz6yt/WcIpXXMP9Q/AwFwjNPX2GWHIiqi9vTBvAey2m/nb129EqWLR7H/iX5J6TnoOsqfQsQAE9ZVofvazn83qSjTbitnMa4477jh+97vfAYbX7LPPPi3b12rGBLo8VGH0j+tRT/zFVAQbG4OxUWSlhAgryLFR3K2bcEeHTCELm86uSWazE26iVH0K5faCjaBDTLwnhKg3ULc+YZ4Hc+aY9624XgKlFE899RQAxx9//Pb5DbsAWnEby7vbYfKubvsLPtuKK6+8Mu2D/9f/+l9dXjPTvCZ3cTTXC5PKtokwJERSNj4VaCR1XmH2c2uG7HqGW7heIg4l6dz2eS9lNjckSYpBOJl4Y/smO3GU9lUye6V9WFauvs5YucUNIERmzSByYlfd9vLiU3oiOrhP8uLUdsZUN/Hkk0+mVi2f+MQnOOyww7bDXu2YeEFFoKeeeorh4eFZ1Yk99thjHHbYYTz44IMAfP7zn29tBJ0IQCpSPPvnUeLBIcJSDa01cakC1Sp+bQS/PIQ/MohfGsavjSPDKqJWRVqyVKsl+fNVY6QYRZmgU5d7anNFczmv+Rvahj3GuVDstFSh6Wi046CVRpbH0EEBXAdHRYg4RNYqxhdYayNkK+O1kdi+4LnZJPrAwOSl4b/0pS8B8MpXvnKXUWW3B9o9KMMwnHT5CVFBdgDd0wNz5poqQ56P8FyEn5vZ6EmEm75+ZDEwEUPFANHbixgYQPT2JhFAhSQqKCHXfq4K2Ny5hlz39poqYR127hdccEFq7nb11VfvcuHSzSCE4MILL+SRRx7hqKOOQinFddddxxFHHMFdd901ddK0HR7meY7QOPG23SBElnoVFIzQ0j/XVNey4onjmuvSztD5XjbD5vuJqOlm+a06IX0C8x0OYAlU7kemRs5e7oc2krxk2y65KCLfCLE9vebVPwBz5hkhyMvtjw0fT+KjtQItJNrzkUEwpXP42GOP8cUvfhEwfhSHHHLIzBz/WYbZzGseeOABYBJeQyYAjW2tMfTnjeh16xCVCugId+tmgpHNeONbcEqjuFESARQn/nHKTlaRpWNYbhLNXBRQU9iHnZMM8CzvsMJtT48RjEUyw+8mIc4DA+b/CxdOGuK8fv16xsbGADjqqKO232/ZBZDnNq7rsmrVKo444gi+/e1vT7rs8zQe7Qid7svPfvYzPve5zwGwfPnyLq9hO/CaxvUn22hMDRJ5UUOKnIBCPWm24kvSr+hkmWydObFFJM981yct/iBlEhUvkggjmU2QWrFHOJlAJBKu0dRsWWaiE9lvsj8l/cV2H50c8bdjxfzvdmSuWEWz7WW/tS6SaKqo38H2TeuaTR4FpJTizW9+M0op9tprr23zzNyJ8YKNrDds2MAZZ5wBwBFHHPFC7caMQWvNjTfeyBFHHMHjjz+OlJKbb745naVosRCqUmPr06NUtpYpjRnyE4aKYGwTxbHnKIxuwo0qSGJcVUXqGFSM0BqRJ0YqzkqnxlHmIWFfUZzzCmqAEJni7DgpAQJpxi5OTkGOIzO5HUU4OsKViWiEximNmpR5YcYhAJ6Ijc2LFb4dky4/d257C4owDPnBD34AmNnnLqaHVg/KV7ziFfzmN7/pcB31UbGA+cCmngQFhB8g/MBEArkuwnHM/4tFk4aSPrxEFg5rZ1X9IBlUF1IBid5e4xE0BcJ24YUXcvPNNwNG1d8VzN2mgkMOOYRf/vKXXH311fi+z+rVqzn99NNZvHgxl1xyCWvWrHne96nxGZ8XgtK/zxdhF8J0Vl4huSYLWTRQT6+JFAqK9eFKkA0eU/PoZBZOJiJTKvA45iXdLOotSMpOu349efQ8CBIxKZ1tBLwkKi9I7hlbehFyRM/JJgC0RgmXUAYoL4vgsz93spsriiJOPvlkAJYsWcJVV101M8d6lmG28pojjzyyY14Tx6YK2PhIxPCaQeTmDTijI7iqhtzwDIUt6wlKg7hRBTcsIUsjiFo5KQOvktQvlSu3rLIooO2JOtW54fM0pUICOquk19ub3Ye77WZEoEmqXfz85z8HoL+/n8WLF2+nH7PrwHKbRx99lMWLF6OU4uSTT+a6667rcPkXVgzqdNubN2/mhBNOAODwww9PPYG6MJhRXtNC0LBCT50WYgtBJAJOKgW1OLH5QENEXrMR1JFsmRdzkrCgvGbkWm7RICC1uqDyJsxCmAh8x0FIJ9tWXTSSSNtlRMzujqiP/mlMl8vdVKLZsZjyDbctAlBnm8kbrP/Hf/zHrJq86QRC65mdVnnNa17T9nulFCMjI/zlL38hSsrffvOb3+Rd73rXTO5GxygWi1QqFaZzGJRSnHfeeeks6UEHHcSdd97JMccc03ohrWF8nNJwyHNP1xgbiqiMhThxjd7xDQQjmxHVCm5lGFWN8LZsJBjdjDO+Fee5Z5DjI4hyOQuTjmqZ4NNImGzeavZBMlBoGNHbgUa901fibeGgpINyXML+BYRzF1F68csp7f0yys4cRlQfCsHYwN7Erk+Ix/AIEBQY2L2I55mJ9YE5sPfegt13N7ypFX76059ywgkn4DgOtVqtGwk0g4iiiOuvv54rrrgClRjeXXHFFfz93//99FZsS2UnOYD5oLMJqCtlmUBYYchPFcKpEDStNZ/61Ke4+uqrAfjABz7A7bff3r122mDVqlVcd9113HPPPVSrVcCQ6mOPPZajjz6apUuXcswxx3DAAQdMmAlLMYOPEGtdZi+PRv/X7TYO1Lmox7rPMH3s2Bh1kZRaG7fbWg1EUhpak/S/sfk8iqE0lplKRrZvtubRzY6nAOEZnUhRb1YtZHZ/CDJzNQvpkZaet/A8KBbQxT5iv4jSmU2B12uWl1JMWmTv0ksv5brrrkMIwX/913/tcjPQOxuvue+++3jrW9/K8PAwA5PlXbfAtvAarc2tUinFjKwdQj+zHu+5dbjVUZzn1uNseBZK4ziVMm48hqxWccpjsHkzjI0YL6BaEuFsU9TDRBzK+x3OEOwwK/vASc0LhZRIW6GyUMjSR4uJ0fpeeyHmzIFFi2CvvWDZMth//0kjgZYvX84tt9zC3/zN3/DDH/5wRn/Pro4wDPlv/+2/pZ5LF1xwwYzM7G+v4LNOuU0cxxxyyCGsXr2anp4etm7d2k3FbYPtymsaPVftx8lnOvFcNe9zFQ0b29atsslsl12u7q9ApEUgsrWktq5SZGbQUDecE4COtfGHTgIt64pzCUFKELIP04u0qZ+6Xa7FMaz3AUrWZ72IpsLLm5lFTrILTcWnBvziF79IizddeOGFu6SwOuMi0FQHXB/+8If5x3/8x5nchSlhuiKQUooPfehD3HHHHYApl9qRQ/3oKLVSxJZNNUY3lBnZqtDlMv3VzSbiZ2wEqlXc8ggyCnFGNhNs2YgzvAln4wbk6IjJnQ+rWSlVmy+v4pwRdIL8TZfeF1YMyqnI6Ve5/0tDjJT0iP0iYf9CanN3o7TnEqqLD6DUu4gxdwAdCsb6FlENBoiFS2kMCDz69+gDYOECWLQ77L67YP789vfnW9/6Vu677z5e9apXpQ/0LmYWf/jDH3jHO97BE088AUzh2p0MWicRaXHyUOyARFnyvQ3ij8WnPvWpNFT6fe97H//0T//UFYA6xODgICtWrOC2225rOmP2zW9+k3e/+92tVzBDjxGbuQQ5q7IGDvWCCEFjIxOZWxRBuZT0u0nfG8dmIBuGyfdl099akqYSkTQ2hM7AzubBREfGBtjKREKYtJRkcWQSDdQ4Y+a5EPSgXJ8o6AWR2G554PYWQDoTApoa8dBDD/Ga17wGpRT/8A//wKc+9anWjWcpdjZeM10RaFt5TakEY6Oa6uAo0ZoncZ57FndkC+7mZ5CDG6EWIiplnNIwTlzBGR1FjI/C8DCMjUKciKdRlEU4R0lqelpdcuZQZ2ktRN1zSEqJ8LxMbPU848EVFGD+PJg3HzHQDy9+MbzkJXDMMbD77qZ9GyxbtowHHniAT37yk3z2s5+d0d/TBWkk0He+8x1g5njNTI6UpsptzjzzTFasWIEQgt/+9re84hWvmLmdmcXYrrymBbHVYMzuAZ16rTZvlyk0MmtiL47GiVJtNSKRCeQpsgvKilF1JeGTCCYdq4aYgJxIY7eb31UbEZQjYRN+SYtnY1MByHoTTUUEatO2MWI8v6WmX+QQxzG+76dVLh977LHWguAsxoyLQB/4wAfaHkghBEEQ8KIXvYi3vOUtHHnkkTO5+SljOiKQ1przzjuPL3zhC8AUZh1KJVS5yvBgjcqmUbZsjChtKdNX3UwgQ2P0PDoCYYhfHcdRVZzRYfxn/4rc/Bzu0LCZYa5Um/XtDgAAWVJJREFUoFZJZstMSlayZ6QVwNLoHnIj64YbX4BJ/RINM8n2pjUpYrHXQ1woEhX6KM9fTG3RYiq770dl/oso+3OphYJqz1xGCrsjHcH4OOC6zNmrHz8w/GjxYpg7V7SNAhodHWXOnDlorflf/+t/8bd/+7dTOCtdTAVKKT784Q/z9a9/Hegwim1qG6gL6dATHjD10Wjb2gdfeOGF3HTTTYAREL/3ve/tkh36dKGU4ic/+Qn3338/K1eu5P7776dSqfCyl72MRx99tD2RnmEhKA1qbKbLbI+Z2XYrHh9P0l4bUC5D1OCrVSkn0Qyx+b8QGZmznmtxTNP61HXXbJPr1w8MKctX9JJJZbDG612TVkKLpIsq9qbBdo4ncXqNiNQu+jk/A33kkUfy0EMP7XLh0rDz8ZrpiEDbymvCEIaGQI+OUP7Ls4hn1+Nu3oAztAmxdTOyWoVqFWdsK3JsGFeFyPExI7COjUJ53Ag+YWiE1DiZzIpzpeJnOCQjFYHsMygxdBWOi3Skibqz/l89PVkU0Jw5sNtuiL32MiLQ0qVwwAHm8zb4y1/+wkte8hK01vzoRz/i9a9//Yz+ni4MlFKcf/756TU807xmqpfhdKjIBRdckKa3X3fddamBbRedo5HX/PSnP6VarU6f1zSJCsq3VnHuuV8nYIusbU7JqNtUulxO/KkLi86N9xpnTW3Bn9weCUHmt5buRpsLMy++NOl7031vwlmarzYJNMinvHWCJm0nS/vqRAT63ve+l1ZnrFQqBO0GpbMYM87m7rzzzple5Q6Lm266aeoCUK2GHh0lHCoRba6gxmOi4RrF8c14jsLToZmQEhGSEp4oI+IKUpdxwyoyzlX/Cqs5o8QmM2RpaGAiBimViTx51VkKEAri5PP0pksaSZKqN9YsMal+o0GqCIfIjEGUxonDOj4lHE0QmNT5RYugp6e9AATw1a9+Fa01vb29vOMd75j8mHaxzZBS8tWvfpUDDzyQyy67LDWNvuiii7jqqqumHxWUN9ak6bB22siTpPe+97388z//c1cA2kZIKXn961+fDk4ef/xxDj/8cFavXs1nPvMZrrnmmtYLN5KUbYTVraU0XdYMrbaDDdt+scnGXCdNc6z7vlCA8QazWs81g9i6VFtRT6oUps+duBNt9i95STdX0ctWEmvSPhFZlYJIgdBJBrAUiETImWwy7lvf+harV68G4K677tolBSDo8prJYNPA1Mgo8dZRxNZBnOGtOJVh5PgoTmkcqmXk+DBOaRwnrCDiyIilpbEkjTgRfKIwiZSDxrSH7Yb8wMR1TQSQEEnJZjczcLeRQb5vqgnOn29mtvbay7yfBJbbLFmyJPV36WLmYQ2j9957by6//PIZ5zXPF73Ic5uPf/zjXHTRRc/PhmcZmvGaI444Yvq8Jv98byLQSEegVBJ+mxdmcsOrZpsyoo99OOv68Zpdf4P3Tp0oJBPBRZmZpvR6lbphu3ZHmlzQqXFRsl2R3//E+SjZx/wqJ94bWbTTlG+cDlICtkUAAmM5AibVe1cVgOAFrg7WCscccwwvfvGLX+jdaIvHHnuMyy+/HDChmh0JQOUyeuMm1NAoYSkirsaUxhR+eYiipyh6VQpOhYAKLiGeruJEVdzSCG5URqJB1ZIyqmEyM21FoVz0T6PPCmTfWc8Km8KgVBJ+nXwWR1kOhkiigFxDiKTQSeqYyZfXibAkky7AESBRuK5RtKWAoCjo6TFpYL295tUOYRimHfI555zTTed5HpA3Vtwe1RW2FyqVCmeeeWZKkk4//XTuuuuurgA0gzj44INTE+Drr7+eX//61+0XmKFjbye+moX75tPmnzd4XibC1CXaC5Mekod0ktSsFnDdnFF046sNRDIY9T3SCE3XaXpAlJYo4RDhUItAOhIhBFIaQijcLO2yHb785S8DcOKJJ+5yPkAzjdnKa5QyAlC4dQxZHSfeOIgzMoSsjOJveAY5NoIcH8Itj+CoCElS1KJSMRNZNvRPxVkacd7UolmawgwglTPTTsYUxhCOKWiQVa7Q5r6zxQusL5AVgPbe21S7mISrlMtlbr/9dqDLbZ4PbO+qUdsTjdzmjDPO4JZbbulymxnCwQcfzKc//WlgBnlNQliEFZTzr6RvSasJ5to2vqRMStALaFl6XYisMlc6OSQy8UfI1MbDFPax+9RYZh6a8o468mWbJOtOK5Jl227Uo3IrSv7kBKBOvR5atJupW+Dhhx8G4HWve93MrHAnxQ75FHr66ad58sknX+jdaIkoivjABz5AGIYcfPDBKVFuiTg26QQjI+hKhTDSVKuKOAZ3fCu9cpwiJfyojBPVcKIKTq2EOzaCMz5sfIHKZVNCtVKCcgWqlYwwRTnhxgo7+cpgNgyxqd9EMtOmdVY9LE4EoHSW2SyjHQcpBFoa40RHCpO6lngQuS4gnbRL8Xzj/zNnruFIAwOTzzzfc889bNmyBdd1ufTSS6d2YrqYFnbEqlGt8NBDD3HkkUemZeA/8YlPcMcdd3SJ9XbAxRdfzNKlS1FK8YEPfGBy8tzpQ34SCJF6tM7UKjvbaDNSJHODwkYxyEsq2qXrkKbv9H2yR2yD2ON7uc4wR9zyZUOaLRMUzb7I+r65HsbEX2PEIDRI1zF6URLVKRw56TH9y1/+woMPPgjAJZdcMsmB62IyzDZeY63fKhUIR8pQKaNHSoitm3CHN1HY8DQirCKrY8haFaFihIqQURXiiokCipS5vOMw4RE5/4w0PdNepDOrAplbOLkJpBnQCDdJA7NlmG30jzWGthVUF+2OePGLTY77XnuZ7yfBt771LbZs2UIQBGkFuS62P3YmXgPNuc03vvGNLreZYbwgvCYViJzMILnFXJAQJGKQqNdrpMhVcM7tV9qXZS/hSjPhY4mUbBRxWig4eQHI/iftJ2Xdfrb5sfXralz3ZItuQxRQp9vIc5vjjz9+8v2Zxej2KtuA66+/npUrVyKlZMWKFe1DS2s145YYRejxEjpWqAjiMEaObKWnshU/LuFHJdzqKLJaQpbGcSqjOOPDOCNDZvlK2cyaVWrmr1LNhVwbcmgjgqwgFEaZWWnOtDd7QRp2KEiqc0SZgJSUE0Q6aNc1/i6Oh6MiUwZcaIQQxEkH4UrYbSEU+xz6+mDBAnDd9jdmtVpNKzu9+93vZsGCBdt0frrYdriuy2WXXcZvf/tbTj/9dIIgYHBwkOuvv54DDjiAZcuWsXz5cu6++25Wr16dVhd7vlCpVLjkkkt4zWtew6pVq/A8jxtvvJFbbrmlS5K2E1zX5c4778T3fVatWsVHP/rRzhacQTEon62RrnZ7iUKtVu41GL7mSVuQRAikO5uQPM+nvgRHbhuel8zMyYnfTSB2rjGCTgT4LAKoYX+kQ4QRfpQSKCFxvYQMJqRSBsYJZbLbxaau7L///px44ontG3ex02MqvMYKQEpBVA4RlZLxJ9y6CX94M+7YkHlfLuOMj4EKEbUqolo1qZLlqolojkOohoafWM6Sv67zaRAzqAJPWJM2/EXae9emgtmy8PbV0wN77gn77G1mtZYsMRFBk6BSqaQRzqeeemqX2zzP2NF5DXS5zfON54vXNI2OEbJBDJI53lH/Eq6ZtMGK0x1se8Iu1olDVsRpwnPyRCvd1xwBk7L5co2/Lx8iRMPOTLb/Alqljk22mk7PSjctN0O3Z5kiVq1alaZHXHzxxe2N5mo1M02mNbpcIY5iaiGEFVP1yx3bilMbw62WkWEZGYWIagl3fAi3PIYcG80qzQxvMVFAaeRP4k+hczNl1vRL5UKrreBjS8nb6KAoykoW26obKokCiiLQcValQyvwA4TjoF0HIRXCccxsspQIpRBCoKWL4zsUe2DOXMOXegZc9tqrfXaExac//WlWr16dPrC7eOFgjRTXr1/PDTfcwJIlS9Ba88ADD3DLLbfwvve9j4MOOog5c+Zw0kknce+996alOLcHKpUKd911F0cccQTXX389SimOOuooHnnkES644IJumPR2xiGHHJJWXrvjjju44IILOl+4dazwlBfPj8e2K5oRHc9r7aIsAM+YMJvQ72QH3cS02XEnMhSZm6FrJhSl63agr9esw87qNe5rYg4dI1NNX0uZFvcQrms24fkIKSatCJZPXfnIRz7SHYTMckyF12htKInJ4FLEYyV0LURueJZ481ZUtYYeHUGMlxDlMQhryGoVWS0jLSeKIhMFZEWhlJuo+skpMPfNDJtCu1DXJwkhMjLsNoQf2jSO3XaDxXvDwoVmVmv//U0qWAf92lVXXcXq1avxPK8bVfcCYkfjNdDlNi8kthevadRfRJ3A02QdVhBymrykNNG7UiYpY83niTqiWUJk0Ywy+ZuPPrZpazL3StPHGva5sYBQ40sk3+V3aDIeIURLAaix2YTP2n2ZQzcttx4zXh1sJrDnnnuyceNG4tSIc/thqtXBrO/IpK7yYWgqxwBoTbx5C7VyBKVx4lJIbdNW2PCsMUeMIoRSSFXDGR1GjI6ZmbWhrSZkulqB0ngiBg3ByIghT9YU2hIoqBd18mh2Y0gnyznNK7bJjDIiyYMvFqGnH1Uoovwikd9DZcGLCBfsSTh3N8I58ynNXUwsC5R75hH1zqWvD3p64UUHzWHuPGnCGttg5cqVHHPMMSiluPrqq7si0A6GxuoKv/nNb9i8eXNdmwULFnDWWWdx9tlns2TJkhnZ7po1a/jKV77CHXfcweDgIAC+73PVVVdx0UUX7bJGtS8Etrka4uQrbv4x9eXhmxTiAOozXmccjRXDlDJ9cbN9Tn0ZlRnojo2YnbPPAbu+xpKxUUNUJrkBr+sZNT0ImkT+CEPQpOm77WMg5Wt+ITG5dXH6exG+iwx8WwCpLe666650xnz9+vXdyIUZwPPJa6ZaHaxTXmMjgOzlWRutEA0OE657DvXcJuKxUdyN6/HWPYUzsgUqFUS1gqiVcao14zk4Xsqlto9nUcq2ol7+XrCikKC+M5gGPEgHMqkXh1WWPc9U+BLCRAEFgbn/+vpg331NXvtee8ErX4k4+GAjCE2CLrfZcfFC8RrocpsdBduN1zDRK7o51elwCJ6rsjvt1FjrEZt/byNwoPl4sSnnafGjmqlRVuxqhUminPLZb02/b2zYAl1uU4+uCDQFEWjz5s0sXryYarXKXXfdxWmnnda8oVLGAyhZp67WqG3cgqpUoFQhHhknfG4TYmwEESVTalrhbXoGMTJiBhG1mkkBGx016V/VqhlYlCumnOp4IgrZOsp5ZjaZk33+feONl1diHdeQoKAAxV7UwFyUFxAHPVR235doYD7VPfYl9gqMzNsfPJfKwO4U5vfQ1wcD8zwW7t+H77e/KfNliA8//HAefvjh7gNwB4fWmnXr1vHd736Xb37zmzz88MNEkSmhLYTg2GOP5eijj2bp0qW89rWvZe+9955UcVdK8fTTT/PAAw+wcuVKHn74YR588MH03gyCgFNPPZVLLrmEgw46aLv/xi4mQinFhz70Ie644w7AmMd++ctfnn4VuSZ9VqMIlG/W2NxaojVdyXTRSLrCJJqhadvcf8ol0250OFftCFK6YtdrozYtpATHMzm10mkQgBqm+7RIV6XJRCAhJSooIoVA9vcge4vg+Wl2SztUKpW0csrpp5++S1XG2p7YUUWgjnkNWQQQAEpRem4rlWe3ItauRVTKxEPDuBvW4a1dgyiNgY5xRkeQpRJCxaBDqMUQVQ2HqVbMRVurGs5jBzn2hlaq9UBjGyDIDKFF4nGYhhY6jhGBBgYSE2jfTIB5nkn5evGLjRC0z76IIw437ydBl9vsXJgKr1m6dCkHHnhgR5EESin+9Kc/sXLlyi632QGxvXhNY7fVvCubYt9mvV+n2yfmiwhNJxqm2Y9qGnTQQuTpMFK8XZNOBaAut5mI7tNoClixYgXVapUFCxZw8sknt26YpIABoDVRqYKqVE0e/OgoxDGiPI4T1UybOEJs3IAYGzLvVRJvHdtIH02auadV5jBfS5a3o5/8KKiVkluXb58PubaDiuRzh3pnegkirkGxB+0HSFdAoYiQAuUVcByNEwj8hT49A+am7F0QTCoAAVx55ZWsXr0aKSX/8i//0iVJOwGEEOy999587GMf42Mf+xiDg4OsWLGC2267jTVr1vDAAw/wwAMPpO37+vrYZ599KBaLzJ07l/mJj8KWLVsYGhqiXC6zdu1axsbGJmxryZIlnHPOOZxxxhm7vGr/QkNKyde//nX6+vr4whe+wB133MEvf/lL7rzzzvapsZNBiAlEQjT5uLFby3OYpiKQYPpCkI2StKKN55s+udYkTSDdnjAeQVoDc7LooXRgm1uvK00qmYqz9BNIyisWmvTlifCjktKvVgBSSdExQDmmgph0RSoAeV5nXM+mrvi+301d2QXQKa+JGwPYxquUByvILYOIWhldraBrIYyPIqplNCDLVeT4uKkGBhBpEMn/876G6ax0kxt2Bucpk7p6JvIH6gcgec8LN/EDchwTBbTHnvCSl8DceVkqWAfocpudC9PhNb7v47ouc+fOZWhoiCiKqNVqXW6zE2B78ZpW/KW+S5siSZHSTP5MNypIinQSqX5iKQ1p7mzVjRE+zWbq8gJQY5pYB+mO7XhLpwIQdLlNM3SfSB1CKcVtt90GwFlnndVaIa7V6mZ1VRgTj5XM56MmPUCVSjhhFYGGsIbYMogcH8nWEUVmttkOFLRO3ieije+TxvTbkY8VePI3YKdCUD4NLM3lTP5vzcSi2KSuxQqKReMJ1FMwua5+gd4gxtutiBpw0BqK/ZKBBf6EzTfi3nvvTc2gL7jggm4Z4p0UCxYs4MILL2T58uVpePVvfvMbHnroIYaGhhgbG+Pxxx/vaF1z5szhVa96FUcddRTHH388J5xwwi6ft7sjQUrJ5z//efbee28uv/xyVq1axatf/Wouuugirrrqqm2fPWsiBE3WNM9bpGwx02b7s5kUg4KCWW8zvwjL6WyFME3momvRKL5bxImHmy1J3UIAsp+rXFS3vUWUdMH1zCNi3lyE76fzBpPhoYce4oYbbgAMYerOSs9udMprtM4yzgHiUDG6uQRjIzhbBwnHqsQ1hVMZN5VMoxhZq+CUx1Oh0gwqcnylbpBh7wcy3rOdvFDqBg35gYj1/LI3SxCYqKBFi+BlLzMCUE8P4sgjOlJTu9xm50czXmOjeTZt2jQlXgOwcOFCjjrqKJYuXdrlNjsYthev6UwI2oaVOk6aRTK1aMmc8G13rulMW4fiVLMME6ifoWvMNpkCphv9Y9HlNs3RTQfrMB3sRz/6EW984xsRQvDEE0+0zg0eG0vJvtaaaOsY8dAQevNGKIfoKEIPD6G3Dhvfn5ER5NhIJvqgYWQM4qQCWLVqPIBs+kGlnPlMjIwk+fS5MGqLVoOM9LOcKpuW/RPZ9LtMQqO9gqmS4XlQ7CWct5B4wSLUHospL9oXFfSgd98dt7+H8EX7EzlFXB8Wv7Qft+i1PabPPPMMe++9N0opXvOa1/DAAw90TfBmGWx49SOPPMKGDRt47rnn+Otf/5qW4wyCgCVLlrDHHnuw++67c+SRR7J48eLudbCT4LHHHuOMM87gN7/5DQAve9nLuOyyyzjllFO2XQzK9WPNUsLaLZKPVmjZpc/kEy+s1Ud+NkOlbKKGSqXO1mmrgFh1x0YWCUALc0xs20TDz95KRLGI9F1kXw+yvy/1l5wM1WqVww8/nNWrV3PUUUfxy1/+shu5MIPYEdPBOuU1tp6ExdBzFdTWreg1f0E/t5EoVDilEbyogvvnx3A3b0QkhtAiDhFRDNpyldhUOa1VzCuOTZq7TY3Pp4TZdPcZRAHqo37sDRIEmfAzdy709xsBaO994OUvN35A+++PePnBk26jy21mN/K8ZuPGjZTLZTZu3MiGDRuoVqsEQcDuu+/OokWLKBaLLFq0qMttdiJsD17TbHhWTxumQUzyonrT9KzkH3vtNQqPjePHmUKH1cxaodVcwFQFoC63aY3uUegQ999/PwDHHntsawGoYbY3rsXoShU9NgblEKU0slZDqIg4rCLGx80AImVX2ryvJUJPGCbiT24aTkojDNmQ5TDMTQGr9uKPhTUBqxs96BwpMm70JrcgUZqtg7zjGfHY93EKHm6PB0VTNj5yApCCPfYJcArtBSClFCeeeCJKKebMmcNPf/rT7sNxFsKGV++9994v9K50sR1wyCGH8Mtf/pIbbrghDbU9/fTTWb58+babaeamzpqlhLVaBMxYLh8cmf+bNZ5eFHUdvCQqs1I1g9hmCJK0MD/KUnibQoAfgOMk8wHaRF7GMaARVgBqMmmnNAjpIHp7cAoBjicRfT24Xucc7JxzzkkrGN15551dkrQLoCNeQ70OUxqLiWsRDA+jRsZM1nq5iogUQmhkpWJS3FVyP0gJJCqSJvkbZ+WKY2U4R8jEmzY/Wz1D0EmVnXT9kAlBxaIRgQYGjEH0okWwxx5pRTCxZPI0MK11ym3mzp3b5TazEF1eM7uxPXhNvhvLRzJnXdsU08IaV16XxTFFpGHUamZ40WQm0FNYTd37dl+2QZfbtEY3DrFDrFy5EqB9fmiYDQK00uhaDcIKlE0usKjWAAVhjCiVEGGIUJFJAQgjI+6Uy+a9iiHKDRj8RFTJk6T8bFZa7q9V7FxDCKBF3hRRWgHIS6qDAUJn63cdhCNMKpjQSFcg+gpoLaj1zcHzBHstlvgDhUnvz/PPP5/Vq1cD8Itf/ALfnzx1rIsuutjx4Loul112Gb/97W/TqguDg4Ncf/31HHDAASxbtozly5dz9913s3r1alQnM/u5DmQq46fGDA/bdTV2f7Yi6zaTprqNyqSCYq8RhRp3WEpTOr7YA66fbLShDw4C6CmC52TfC2kEpqAAfoD2PJR0TD+cvHBdtOvjFIs48+bg9gR4gcQZ6MX1ZcfH7sILL2TFihUAXHPNNd3UlV0EnfCa/NxSHENp1BSuiDcOEldjdC1EhFWEVIhSCZQ2tCHSaGGi00gr3iXCpkp4hesZzgGtx0AzmRomJXUyrNZZCfggyKqD7b678QGaNx/23BMWLkC8aC9zn0+C8847L+U2P//5z7vcposudkJsD17TLCtqh9GHbQbIdKJ38t5q04TMPRYaGNOU9q/LbdqjKwJ1AK11SpaWLl3auqH1AtIaFSmoVNHjYxCBikIEyog95XGEUiY0OqyYVAEVZbWOrTG0WVlO8HHqS8GD+cyKP61GPI2jIvtybBqYzO4wx8uJSblOwfX4ZaVCJZmGdqIQx5Eorwf6+yj0eyzaHYL5fUi3/WW1efPmtBzjFVdcwaGHHjqFs9FFF13siDjooIO48847Wb9+PTfccANLlixBa80DDzzALbfcwvve9z4OOugg5syZw/XXX9/xem00UKdoxmGadYlpd5m8pg3HMWbQvX1msBj4JqLSppwUe0yKiR1s+oH5rNhjBsM22lIKRPJCmOgfLSRKOji+h+N7yMC+XJyCh+wr4vgSzzcCkBO4HR+z6667jptuugmAc889l+XLl8/AwehiR0envCY/thkfM5VpKoPDiGoFFSl0pYYEM6lVLoFMrlkABDofzWMFIAspMn9D62re6E+RcphtHJjYQYlr7kVtU9+TkvBPBAFPF4vm3hwYMJE/8xdAb69JAdt9d8T8+ebzSbBp06Yut+mii1mEqfCal7/85fzTP/1T2/W1cugQjdkZLxTyQk5u/NgshmBC+w4FpFZ8LI1nkE2En/yCHaLLbSZH1xOoA0+gtWvXsu+++wKwevVqXvrSl05spJTxAwLQmnC8ih4eJt64AUpV9GjJhEeXx2HzRtgyDMNDRgCKE/GoWjXCUCmJBtIKojjz/Ikikx5WTfwloihLG2ssp9pYysOiUaF1HDP4sOHQ9r1I7kQ/gEKBshdwwB9+C0JwwcsP54yjX0tw5NGw12KcPRZRnOvi7rMPMvAmyUTTvOY1r+FXv/oVc+bMYevWrd1Q6S66mIVQSjU107S44IILuPHGG9uvJOnDOvUGqt9+Z1kk+RR63biNfNfUNEqh4W0DR2ks2KgVpr8eHW5dZr4NJohVrofwAxwXHN9F9PZ0ZgCU4I477uCss84C4J3vfCff/va3u0al2wk7midQR7yGrCy81rD5uYjKWA33qTXozRtQg0O446O41JDjI/jVMcRzz+Bu2YhIrm+tNW5YMdwnSqKe44jU2SoKDeepVqAWZnyo7sbUE/M8J0Oz0UXyecGKQr7P6eUy3yyVeM+8eVzx4gM44BWHwp57mRSwgQHEMUfDkiXQ09N2c11u00UXsx+T8RowpvBvectb2q6nnXfhjjYsF4ImPkNiSlm6nXSFsl2bKfalXW7TGbpHpAM8+uijAPT39/OSl7ykeaMcsdNKGzJTrZiZL5KxQhwln2lDiHSODGptUsDCFuKNJUH5qB/IUgasgJOf9WoWFQRNZFenPpXMdcF3zUx2UADPoygl971iKbHWfOq3D/PSO7/ETf/xf6jO8emb7+P09iA9Z9L79NFHH+VXv/oVYDrKLknqoovZCSklr3/96/nsZz/LD37wAzZs2MCTTz7JiSeeCMBNN93EBz/4wfZh1HYWiqlHGHca1dzYnabCzoQZr+wlZBYk2WoSzAYA2aJDMrFac4oecsF8E2XgTJKb3rAOR4IjBY7v4vYW8XoD/EDg9hYQA/1TEoCuv/76lCQtW7asS5J2MXTEa8joSLkMUaiIyiGiUiIKQdRCQCGiGiKOiEKdFJTw0mtRANpJ0hybcRuRRAMJyQQVtTF1fapRQdLJXmnon4Nyk2IXvs9te+7JsX19/PPWrbz0Nw9z8v3381ilbASg3RYak+hJBCDocpsuutgV0IzXrF27lu985zvss88+AJx00kmsWbOm7XrapYMJIWY0C3ZbURcQlItQFlI0TTyxaJWM0gpCzKwA1OU2nWOHOCoPPPDAC70LbbFhwwYA9tlnn9YXUk7W1UobP584ghgT/qxjMwtWKpnvVIMzqQ2VRjfwm6RNflpbKTN4cN3MXDHv7WPLnObLnaZtnPq2Upp1CJJlfeNrERRMaoOXeAM5gsPmzuX+E9/MfD9gPAy55b7/w4vfdDyX3XITW0aGJ71PlVKcdtppABx++OEce+yxHZ+DLrroYueGEIJ9992X//t//y8f+9jHALj99tt5+9vfPrkQJMQ2C0GdLJMnKrabbNWfTSYu1WXc5saedmzsuuD6Em9OL+5eixDz5hnBXYhUYLLduOfa/RcI10UEnjF/7ingBB5OMTDiTwdeJXlceOGFXHLJJYAhSffff3+XJM0wZgOvyWs2taqmUlKIsEoURuhIIbTCIUaEVVRMmrquHBedmG+mt0ozgVInFW1cNxNZJ9xgOeEnTT2YZGQhRL3wI3M3oe8SFQrmnuntpaevj/846CDeNGcuAvg/f/0rR95yC2/50hf5zdat0Nc36bHscpsuutg1YU3C3/nOd/LnP/+ZRYsWoZTibW97G9VqdZJl6/82fNvmu+2PTulAY0xBQxZZ22WkyIafbRtOAV1uMzVM68i8/e1vZ3h4eJuXV0pxxRVX8LrXva7u81NOOYX3v//909m1GYUtZ11sR7TzZY3DCGKFipNwZqXRIjbh/+WyYfnG6CG7wG05VGiI+c99b7djSscYIcjOuHneRKPo/IxcOgKxowvP+FB4vvGo8INE+AnA97OZObs/fgCuy8sWzuMXp7yb3QcGiOKYSqXCl27/Bnsf9grO/fjHWb9+fctDdNddd/H444+n/++iiy52PUgp+cIXvsAFF1wAwPe//33OPvvsyRcUAiHElIUgK8ZMtlzjzFZeJ6/Llm0yy9UsuDKXfWLWSzLGFSaix3XA8yWF+b0UFy+isM/uBIvm4c/tw+ktIosFRKGA6OlB9PUiewo4PUXc3gKytwcxZ8BEKEwh+icMQ84888w0T/6d73xnlyQ1oMtrmqNc1qgoRqqYqKbRUWwojIrRNZvCBVo4SdU831ybOjbRz47b5CZMeJMNk4MkzC4/xQz14XktRhxpeJ6TTJIlN6ybcB034TV+gPb9jBNJSSAE3z3k5fztPvvgOQ6RUvzod7/j1WeeyXFveQs///nP2x6bW265pcttuuhiF4fv+/znf/4njuOwatUqPvKRj0y6TPuIGdPfbY+ooHaTXNtCB0TDy25jAj8S9W1a7twUf3CX22wbpnV0vve973HEEUfw61//esrLPvXUUyxbtoyrr756wizwrbfemrp57wioJWV9O6ryoHXi52NIkvlMIbSA8XHzXilw7WxX8orjTOgR+e8w/6/LjddZEFGa+uUY8SY/arFCUJAIO5b42P8Hycu3wo91htfmynCEefUE0FeAgg+LduclBx/MLz95BXsuWIDnulSqVWphyNe/8Q32228/zjzzzKahkP/4j/8IwHHHHdc1TOyii10YQghuvPHGVAj6xje+kf6/k2VlEo48tW1m3WLzEOyJ4c22e23Mtm02+9WYVZuus91MV377rovs60XOm4uz2wKchfNxFszDmTuAM6cfOXcOYs4cI/wEwZRJ0lNPPcVhhx2WPlvPPffcbph0E3R5zUTEMZRLIFEIFRPZCGcpjRiUmD0rKdGO4SPa99Geh0CYohgiEXryN4TlMVon/CMRNNOb0UYwN4we8lPoTu4GdR0TPuc6SZGLnOm0FMnElwnHE75vouscB1Eo4O+5J/f87d9yymGHEXgesVJEccwDv/oVr3/96znqqKP44Q9/OMGvY/369Vx88cUAfOITn+hymy662IVx6KGHcu211wLGl6ZzXtNO+xB1bRqXa7euVqla9v+NE19TRStBp1EUaiv8TCV3rAm63GbbMa0jNG/ePJ588kmWLVvGzTff3PFy3/zmNzn88MP51a9+hda6pSHhjgJLkixpagp74VqRRsWgbNCOgmqtroS8KRVMFtacN4tMZ75yt01eBBJ5EmKnnmV99E/+jk7NKOxIJqv4VZ+Hb8WfpI0XQF+/qXbTOwC77YHs68Up+uw7by4Pf+EL7Ld4Mb5nytdXq1WiKOLuu+/mwAMP5JRTTklnx8CUXAR461vf2tFx76KLLmY3brjhhjQ17Oabb+bCCy/saDnTvVkxaNJ5pSbL5lKuPPBtmlYyhvRstq2cuKwVodqFPuf3b5vJTWN67zQIzfe//32WLFnCqlWrkFJyww03cOutt3ZJUhN0ec1ExDHUaiC0QseKOBSmwql00GGcBUIn0cNK+sYHyAvQTu4as1E6QiTR0PlKYA0hdFjRp0XkT/qeXIpYIhwhrIFWxn+8wNzYQQCFokl3LxZNutecOTBvHk5fH3d+6EOcddJJBMnx0VoThiErV67kHe94B4cccgj/+3//71Tku/DCC1FKMWfOnMmN7rvoootZjwsuuICPf/zjwNR4DTQXcCzvsK9GD8LJNJSmgZP2xUSNve3+Ub8v0wpRmoEQpy63mR6mdZQeeeQRjj76aMIw5KKLLuId73gHQ0NDLduPjY3x/ve/n9NOO43h4WG01px99tlpmdIdFYVCAYByudy6kb3g0ooWOiuFGkdQq1DnAeTaWTGYcNvJ/N3ZcIqUNu0bb5xmuQt18i+5niCZEUsFIXv3J+RJSujtN4aIvf3QNyf5fwHfk0jfQ2jF7vPm8atvfYuXHnBASpjAkMo4jvnf//t/84pXvIK3ve1tPProoynZ7DT8vIsuupjdEEJw6623cuaZZwLGLPqss84izAvmbZfPk5uO5pzql8sFJTQukZIjSSo21Zu9ZtvKyFn2asptOp3xmubMmEUcx3zyk5/kpJNOQinFwoULefTRR7nwwgvpGtc2R5fXZLCXXxSBijVCa1PcSzqAJtYiiYxJriUpUVpA4Ju0MEei/aLxBxLCqKxCmHQxIesnt7TOlFhbpTSf/oVofl+k73PL+Xl+k0RKu8nEVm8vMvCNCDQwYErB9/fDbrtBTw+iUOBLy5dz3gc+MCFKqlqt8vjjj/Pud7+bl7zkJdx999386U9/AuCcc85JJ7q66KKLXRdCCG655ZZp8Zr2j+d63pG9mgtIzZduzZIamVT6aqcyPY+8BrrcZqYwLRFo33335YEHHuCjH/0oWus0jPqhhx6a0PbXv/41RxxxBHfffTdaa3bbbTe++93vctttt+3wosDuu+8OmJKqLQ1M874MubLGWkgzhRarZMSRaxf4QDISaSya4Sbt7DJpmDRN7t4cGbICkPX8SWfWGoY6MhcZ5LimbaFgIn/mzTWzY4UA+nqgvw+kS6HoI4IgWd5IyvPnzuWBH/+YVxx6KIH9LkEURcRxzA9/+EOOOeYYVq1aBWTks4suuuhCSsnXv/71dObsjjvu4LDDDmPt2rUdryMf3ZMXhepnz8zLcXIRRK3IQo6oWHI1wU+/yfspc5tOWds2YOXKlRx66KFcffXVALzmNa9h/fr1vOIVr5iR9c9WdHlNPawIpBOSEsegHQ+NQCtB3FDhTrseWki0F6ClMb/SxQLacw2XSQWbZqF2NnUrd4OZL7KJrHy6vI38SaPl3KSgRcEITYUCFAvQ24PuHYD+udDTi9vbaya2EnNoBgbMK6kCJoBrL72UKz7xiTTSOY9qtcqaNWv44Ac/yO9//3sA9t577ymegS666GK2YqZ4zVQowQRRiDZCzmS8Yzq8ZDvyGuhym5nEtOOlPM/ji1/8Ivfccw99fX089dRTHHfccak5E8DVV1/NsmXLWLNmDVpr3vzmN/Nf//VfnHTSSdPd/POCI444AoDR0VH+/Oc/N29kRwlaI5yGOL28+uvYcGWSEGU/a5etLAtttv93XLIZsQStaupZIuW6OR+gnEm065uwaMfJjKGLPebleeAXDBkqFI1fkOMSFF0jAOWjjBJ/oYF587j/Rz/ila98ZVOBJ45joiiiVCoBJgXkRz/60YTc+i666GLXhJSSz3/+81x//fVIKVm1ahX7778/995775TXZflGfhzZVqDZBrKyHXjNjKFSqXDJJZekwruUkosuuogHHnigM1+7Lrq8JgcrAoFI5rcEsXQJlTCZ78KIPgBaCLTnoZEJx3CNECQ8dLEHXSwaLgIJF0p4iDDrNZ8n0Tw2DM9xcrwpd+OlYXq59q7MjLw8H4IeKPaigx60G5jPpIe0afOel0UBWZ8t22H4Pp867zyuv/ZavCZCEJh7LTIHh0svvZTPf/7zKc/poosudm1sD17TqYbTcqFON7IDosttZh4zljR3yimn8PDDD3P44YcThiEXX3wxJ510Eq973eu44oorCMOQIAj44he/yL333suiRYtmatPbHXvvvTcLFy4EaB/i7Xk5EUgipGVPOruppMicRoXIKnE5jaci8fcRUFcG3pIUi/RmbXLTCpGJQW5iAN3TY6J9ioYc0VuEniL09GaVwXp7s+15PoErkH195rt8JxEE6cxZT28v//f//l+OP/74SSN9nnjiCd72trfxile8gn//939vXx66iy662CUghOCiiy7i0UcfZeHChWmZ1U996lPEec+0LpqiUqlw1113ccQRR3D99dejlOLwww/nd7/7Hddff303RHob0OU1uYAckaR6SUkkfZR20AiUcFBukGS/C5AuyjWTVtr10I5jxCHhoIMCau48IxDZ6GaSqCDH5meKrNqpFXusX5A1f3aMwEQQmIhqW43ML2R+P0HB7Jcw+6k9L5k4E0nUc5+JBtpjj/qyf65rIoSS++UT55/Pbbfd1lIIshgdHeXyyy9nzz335Oqrr2ZkZGSaZ6iLLrrY2dHlNdNHl9tsP8yoc9KBBx7Ir3/9ay699FKEENx33338/Oc/R2vNK1/5SlauXMlHP/rRmdzk8wIhBEuXLgU6EIGS1AEjoDiQVsVwMp1GNpCcoGDSsRoje+wsmHCyaKC88SFkIdLZm/rP6wKMRGYw6jjgyaRkvA9u0tbxEnJmZtMKgalYQ29vtrwlYwMDRhgCcByCIODf//3fedvb3tZWCNJaU6vVeOyxxzjllFN46Utfyj333NPtELvoogte8YpXsH79el796lcD8LnPfY5DDz2URx555AXesx0Ta9as4eKLL2bx4sWcfvrprF69Gt/3ufrqq3n44Yc55JBDXuhd3Kmxq/Ma+9gXUqCE4QwKj9AtEGEEntjx0dJLuYgKCmgkWkqUX0Q7rhGCEGgnQM2ZZyahCkEussfJGTlbX5+E76QCTVL1y/cMb/ILZnKrUDATW4ERf7TjoaSbLqeTohna8aCvaCJ/bARQvvSfEIbr2FS+QgGE4KyzzuKf/umfJhWCyuUyIyMjfPazn2XPPffkk5/8JIODgzNzwrroooudFl1eM3U04zae53W5zQxixu2z4zimVqulztxaa4QQvPGNb+QlL3nJTG/ueYMlS23LxtrqXFIiXSOiaKWNiONKk68ORmyx0T+WgPT0mNmxxogem7Yl8sSoIXzaRgvVCT95AUhkposiqaaRWhM5OfEp2X9MWHWhp4AoFg1ZstOBNmR67twk976+Epnnedxzzz2ccsopEzyCmqFarfLEE09wxhlnsN9++3H77bd3VK2kiy66mL3wfZ8HH3wwNflbtWoVRx99NJdeeimVSuWF3r0XFEop1qxZw7XXXsuyZcs44IADuOGGGxgcHCQIAk4//XR++9vfctlll3WNamcIuzSvIStSF2sHmZg7l71eIBGABIReESUkWgCOiwoKoI24o5K0cp14Imq/gCr4UOgz3MfvMRNKjpfxIt9PhB4vSWv3s4ghkeMtIvfeD9DSNSKQ66M916SnBQW076ELRVgw30QBzZ+f8RnLYxzHcBt73/T2psfg3e9+N9/+9rcnFYLAiEGlUombb76ZF73oRZx//vk8++yzUz09XXTRxSxCntfY9LAurzHQWjM8PMz3vvc9li9f3pLb/O53v+tymxmE0DNozPKb3/yG0047jT/96U9ordlnn33YbbfdWLlyJUIIDjvsMO655x4OPPDAmdrktFEsFqlUKpP60/zoRz/ijW98I0IInnrqqdYmgLUajIygS2Vqw6OET67DKY1DZRxGR6GcVAnTCsbGQSXl4yslKJdhaAiimHqnaAXDo6AiYzA9XoJyyVQdS5vZCh26/i1kkUhuQnSssCSlqZbhgDGodqG/BwJTNrU4t9+QoEIhY4GWOC1eDC95CSxYkJky5qC15mMf+xi333471Wq109NBoVCgv7+fK664gg9+8IM7vLlmF110sX3x2GOPcdppp/Hb3/4WgJe97GVcdtllnHLKKTuFyXwYhqxZs4aenp5pmcc+/fTTfO1rX+O2226bEF2wZMkSzjnnHM444wwWLFgw3V3uIoedkdfcd999vPWtb2V4eJiBgYGW7TrlNeUyrF0LldEaTq3E6Nqt1EZrzNv6F5zqOEFlKw4K4phCdRipYlAx/sgmRC1EhFXQChGFiDBC6BhUhBgZQlZrxjcxrJr0+ThJoQfDk+LYcKJYAQps9rg1kE5Sz3A8tO+bghwy8y7Urof2A0RPEdk/gLffXvh9xfqoZhv9098PBx4Ie+1leE6T9L4f/ehHnHTSSVPiNUEQEMcxZ5xxBp/85CfZd999O162iy66mH3Y2XkNmMmRarVKT2ILsi1Yt24d//Zv/8YXv/hFnnrqqQnfd7nN9sWMiUDXXHMNV111FVEUobXmXe96F1/5ylfo6enhoosu4gtf+AJCCHp6eupKAs8ElFLcdddd25SDfcEFFxBFEbfeemvbdlprrrjiCkZHR/mbv/kb3vKWt7TaGSMEVavE1ZB48yCiFpoS8bUa1CLQSdpTFBpyozTUqoCCUsUQocRsMNm6aReFhhSFYfKKsu/zUUFpmXoSw8Qk+kcmee+ONZxOIpQQWXRRYHPqA7xCUF923nXNrF0QwLx5RgDy/Ynl6HPH7IYbbmD9+vUdnIl6FItFgiDgsssu47zzzuuafnXRxS6MKIq44YYb+PSnP52WWV2wYAFnnXUWZ599NkuWLHmB93Ai1qxZw1e+8hXuuOMOBgcHEUJw7LHHcvTRR7N06VKWLl3KgQcemEaX5KGU4k9/+hMrV65k5cqVPPzwwzz44IN1kxUvetGLeNvb3sbf/d3fccIJJzRdTxfTwwvJawAeeOCBbUoX+MMf/sDXvvY1rrvuuklTszvhNXEMIyNQGosRcURlqEJUDvErIwThKLJWxiFGoEHFuFEFqTUyriEr5aS8WKLeKI1QsfFPjKqISgWhlOE3sRGPcjto+BHJSyXcxqbFJ1HPJs3MQTjS/N8aRksX7ZhUetlThLlz8YuuWSyfAlYsmmigYhF2393wnJ6kUEYT/OIXv+Db3/72lM+L7/sopTjllFP43Oc+x3777TfldXTRRRezA5bXXHXVVWkGxI7Oa6Ce22zZsmVGeU0QBBx99NH8t//23zj++OO73GY7Y9oi0Pr163nf+96X5sj39fXxpS99ife///117f793/+dM888ky1btiCE4O/+7u/42te+xpw5c6b1A8Aoqoceeui019PFjgUpJVpr1q1bx1577fVC704XXXTxAmPVqlVcd9113HPPPelM/FTFlQ0bNrBlyxZqtRrz589n7733btl23bp1bNq0CYCFCxe2bTsZuWmGvr4+9tlnH4rFIr7vU6vVKJfLrF27lrGxsQntd999dz74wQ9y3nnnpaa+Xcw8dgReA9Df39/0Ouhi58dNN93E8uXLX+jd6KKLLl5gzCSvCcOQefPmteUqTzzxBE8++STlcpliscg+++wzLeGmEVPlNQsXLuRtb3sb559/PoceemjX6Pl5xLREoG9/+9ucffbZDA0NobXmmGOO4Zvf/GZL9XLt2rW8+93v5pe//CVCCPbdd1/uvvvu1ChrOojqImc6R39/P5VKJZ1dbodNmzalYsSf/vQn9t9//4mNtE4jefSWrURPryfcNIioVk0K18hwEg2kk6ihsokQKlehFmKigUomMkhj2sQ1iJRZPqxBpKFagUoFSuPJzJn1BMpF/hiHarNfgsQEOjGkLhaTVLDEHMhzoW8AFi6EYhHPd3ELvkkF832zzJw5xgx6zhx46UtN7nyb/PgtW7Zw/PHHs2rVqo7PB2SzZaeeeipXXnnlTu250EUXXcw8BgcHWbFiBbfddhtr1qyZ8P1USMj2aguw//7785GPfCTNZb///vtTMmXFpXbYbbfdUgLYnRV7frAj8Rql1DZVz/zBD37Af//v/53BwcG26WDQIa8BtmwxGe1Dm0JGBquowSEqQ2UGqpvoKz+HVx5BosxLR/iqhgzLBJUxRFRBDm3NRS8bCIBaDVkaQUQ1RGkMmec/1hBaK/NeShTGZBpAuy5KSgQCfBflBuhiARw/40E9vTgLFyB7ApzApdjjZVVZpcxSwXp6TIr7XnsZw+gW95nWmosuumjS6PFGCCHwPI+DDjqIz372s7z1rW/tDna66KKLFC8Ur9mW9kuWLOHDH/4wL37xi3nkkUe6vGYnxbREIHvSpJRcdtllXHXVVThWVGiBOI65/PLLufHGG9Fa47ouV1xxBVdcccW27sa00KknkMVee+3Fs88+y7XXXssll1zSvFEUGfGmUkGvXUvl2c0wNma8fCrj5v824lkrGB+DsGL8giIFKoSxivmb9/wJQ5OcH0Xm/9WqeV8pGyFIJ+3S1DCZCUMCU0o1KCTCTpA01YkZ4jwYmA8DfeD6FOckZVYtgsD4AfX2wn77wb77ZiXjm2DDhg0sW7aMv/71rx0LdDZv/swzz+Tyyy/v5s130UUXbaGU4ic/+cmUxRXHcRBCdNQ3eZ6H1rqjtp2SGxvh+Mgjj7Bx40YqlQrVapUgCCgUCixatIgjjzySxYsXdweKzzNmA6/p1BPIohNeU6kYIWh8TDH4TJWRDWUYGcEpj9AbbmXO1rUIHeGgEJhUME/XcMMSblTFKY8hxoYRtVq95aHWiEoZ4hpOuYyoVtFV0x6t0CQpWypGJzITArTnoRwfjUAUAnRSFj6FlNDThxzow+kroAs9FPs93J5CJvDYya3eXpPi/vKXm5LxLSa3rNfh1772tY55jZQSx3FYunQpn/vc53jd617Xvae76KKLlng+eE2xWKS3t5dSqUSpVJq0fSfcpstrdj5MWwTaZ599+Od//meWLVs2pWV/+MMfcvrpp7Np0yaEEC9YefCpikBnn302X/va13jta1/LL37xi+aNVGJmqBR602aiZ54j2rQFymMm4mc4mRGzE3xxbCJ6SmPGFDGKjdBTKRszaEUm8FSrSZvQRBRFiTBUq0IYp9vNSE4SISQ96E0EoKCI8QGSRsiZm1TL6BlABz6yJ6BQyBk9S2kihGwU0CGHmFmzFjfxunXreO1rX8szzzzTUYRVoVBAa81HPvIRLr74YvbYY4+OzkUXXXTRRR5TISHAdmnbJTc7N2YDr5mqCNQRrwE2bDDUZNOzIRvWVglHx/HGR+mtbsGvbKVvfANSx4kQBDKu4UYlfF1DxiGiWkoKZZQRUZR5F8ah8U5UYRYJFEXGVFpF6FihpUTH2pg9O64xfJYOQjrQ14P2AxCOaee6UCgge4v4fQWUX0D29tA34Nbzlv5+w2t83whABxzQUgCyE1T/9m//1pEptB2QHXfccXz2s5+dkciwLrroYtfD9uI1QoiucLOLY1oi0KmnnspXv/rVbc5/f/bZZ3nPe97Dz3/+851GBMpX03jiiSdaG3dZgjM2htq4iXBoGLVhM4yPmym10SGIdb0QNDJiDKR1BKE1mK4kRs+JgbRSpg1ANYZqyQhKVWu+CKbclzJRRgJAmsifuXNMRI/rmlKrfmBIUJCUeu/pBz+g0CvrC9UvXJilfh16qDGEbtEZrFmzhmOPPZbNmzdPqkYXi0WEECxfvpzzzz+f+fPnd3QOuuiiiy666GJ7YDbwmqmKQJ3ymvFxGB42gchP/KHC8KYaolKiP9xCsTaMP76FQjiKF5eziKCohheN46BwoiqENWStioxjqFXRKkYohahW0EohajVEtYQslxBh1XhB46KBWHgIFaK1ACFRwoG+XmSxiJISLVy06yILHm4xwC06iCBA9fRT7PcI8vpOEBhuIyW8+MVw+OEtBaAwDHnPe97D97///UlLOXueh1KKt771rXzmM5/h8MMPn/T4d9FFF1100cXzDXfyJq1xzz33TGvje+65Jz/5yU/4zGc+M631PJ848cQT2W+//XjyySf56le/ynXXXde8oeMYUaZYRPg+Xl8fVSFh0+bEN6jXeP/YXHfHMYLMUASxAD+J5pGY6B8ts7PlOCb6JwBED1AxET+VGpmqlJQ/xQFfwJwklcuWVXUkFPvSlC5d7EX7BfxANBeAHMeUTm1jRrp69Wpe+9rXMjQ01Jb82pzTSy65hI9+9KMdkdQuuuiiiy662N7o8prWvKa311APgIV7+VTLiqFykVjMRboxFCKIFZHwCeIxXB2C6xOpCKGqaLeA1AASpSKEdBE6NrW/ij2I8hj4PtL30UEvcRRBNUSHtSRoSKBED1pItIpRXhFR7EX6Ei1dkA5uIPACF6cgEZ6PKvbjF9sIQPvtB0uXtvQAqlarvPOd7+SnP/1pWwHIehn+3d/9HVdeeSUve9nLpn4iuuiiiy666OJ5woyViN9ZMdVIIIAbbriBiy++mAULFrBu3brWJVhtatbQEHp0DDU6RhjH6E1bYWgrDA0laVwqK58ahWaqLYox0TyJ0XS1bNYHmJLxIVRr5rM4KTEfq+QVm2giIUD6MHcA+nNCi+ebMvCeB46LDgJ0sQ/pCIr2p3ie8QDq7zf/P/BAeNGLWh6T3/3udxx33HGMjY21NLK0OahXXHEFH/rQhygWix0f8y666KKLLrroYnJMNRIIOuc1UQSbNpk5rKEtMU+uKlMajZFxhYXxRnqrgwSlEROATIQfl3BVFbc6jq+rJk2+WkMQI1VkooCUQmgFKkJXKkTKgWqMrpUhCtFhjFDG71D5HkoIarIHWSgQODWk0jgeeIEpE+8UXITvo4p9iIJPf0+i8UhpUuLnzTMp7XvvbSKAWng+lUol3vKWt/DQQw+1FICsl+Hpp5/OJz/5yZbG2l100UUXXXSxI6ErAm2DCLR582YWL15MtVrlrrvu4rTTTmvdOIpM+tfwMLpcQY2PE2qNHhpDbx1CbB00kT4KtDJpX6JahUrJpIPFsQnuUdoIQbVaUg1Mmu9qNSM0CYxwFEeJMKRMtE9vD/hJupfjmNQv3zfpYNIYLqrefqTrUCgKRBCYWbLeXiMA9fWZUOk2EUAPPfQQJ554IqVSqelxLBQKLFiwgKuuuor3v//9+L7f8bHuoosuuuiiiy46x7aIQFPhNeWyMYnevBnK4zFPrS5TK8foMGROOMhAdSNBeQghtAlo1gpPVynEwxTCiqkEFiXRPdr4B8UItJbEkYLxEiLxR1SxQoShMZDWZmIscsxEVhBoCr4JcHYcExDtOhpcifKLUCzS0yPxg0T8KRazya3Fi40HUIsIoJGREd7whjfwu9/9rqkHUKFQQCnFhz/8YS655JK0wloXXXTRRRdd7AzoikDbIAIBnH766dx111287GUv49FHH20dDaS1EWU2b4Y4Ro2Xk5muGFWuwvAYevMmxNioaZ9Y/1AuIyMjAulqNSmtqrOy8bUaQiuU1kb8UbEpBq+0iSpySLx+fOjpNcKOcEBrtBDGOkgIVP8cnMCn0OchXWn8gvr6DGHabTdTBaynp+Vx+NnPfsab3vSmprNkruuyzz778NnPfpaTTz4Z151W9mEXXXTRRRdddDEJtkUEginwGow/0Pr1JiJoy6Bi07oKqhISVmOCcIze8mb6S8/hEJsUc6FxVEQQV/BkDRnVkGEVtDJ2hjFJlVON0oK4FiPjGo42VcEcVUMrjdIOwvfxA03/gMBxzRyY54J0QUsHHQTQM0DPgCQIHMNrenqMCDQwAEuWZOlgTbBlyxZe97rX8cc//nGCAOS6Lp7ncd5557F8+XIWtpkg66KLLrrooosdFV0RaBtFoFWrVnH44YdTq9W49NJLueaaa1o31tpMnW3dakKhayG6VkPVQsJaEik0Og5bN0OpYkScWKPKFYgjM0umTIlUbKqVEImzO2hXImohMgqRWmVl4JUCx1TLIFZJpTBpZt+kRPX143ouQQDSEUYomjPHkKPddjMh021K4/7whz/k7W9/O7VabcJ38+fP5xvf+AZvf/vbm5ZI7qKLLrrooosuZh7bKgJNiddgBKC//MXMcz37LIxsqeHFVWqlCFUNcWsl/OHnKFaG8IThLlKHuFEVKWJErJFRGaljhBAoHBQQI3E8F9A4UYinKoAg8ot4QuHqCnOKEb4T4UoTCYTEpLcX+6DYQ28f+B5GAOrvNxFACxfCnnsaftQCGzZsYNmyZTz11FMTuI3neVx55ZWce+6522wc3kUXXXTRRRc7Aroi0DaKQABXX301n/zkJ5FS8stf/pJjjjmm/QLDwzA2ZoSgKDavWogKI+JaBV1NysKPjkLF5M5TNtU0QJjZMRLxx3FAOAhPGusfKc0sl+9BNTRVxVwX5flJqdUauhZCFKGlRPT04BYcCkXXzIzNm2eI0pw5Zj1B0PanfOc73+HUU09tWgL+DW94Az/4wQ9w2ghIXXTRRRdddNHFzGNbRSCYOq8ZH4cnnzRzWZs2wciwQkQ1XBWadPUwRFWquOPD+OVhU0I+ruGpKi4RSI2MYrSKiYQLjocTuCYyWTqIwCNyCgilCKrDeDpkoDdiTqGGjGtQi9DEIBxUsRe/x6e3XyB7e0xRizlzzKuvz0QDteEl69at47WvfS3PPPPMBG5z9NFH8+Mf/5j+/v4pHc8uuuiiiy662BHRFYGmIQJFUcSrXvUqVq5cyUEHHcQjjzzSNnwarWFw0NRXjSIjBsVGEELHqFqMCmuoWoSuVY1XUBgZQaecRAgJAbFJ59JSgu+jC0VETx+4rvlMCFAa5QdQC6FWQcQaLQXaL+LO6aHQ5+EUfTMj5rrm5fstS6Tm8S//8i+ceeaZhGGI4zhorVMz6Pe+973cdddd3eifLrrooosuungBMB0RaMq8BhgZgY0bzfyVNY2ulDVCRTgqwolrSFVDxBGyUkbEIbJWxYnKSB3iCIHUCocQX0Rox0UWAlRPL9orgDDajVCKgWKN+cVxRKUKOkY7HsoLcOf00TPHp9DnGl5j+UwQmPdCtP0Na9as4dhjj2Xz5s1EUYTrukRRBMD/3969B0V13n8cf5/dBXaBIgqaJi1MMam3ocZxk1TxXu1kamvMTGZi1GjFpDXRpiYGdKK0aqoxDVgToyPTVMGMOMo/aYydySRpdGjFFDQYNJo6lmIu1Jh4QxDZXc7+/jjuirKr3AR/7Oc1w7iw5/Is+Mdnvs/3PM9jjz1GUVGRco2IiPQYKgJ1oAgEcOTIEdxuNx6Ph7lz57J58+Ybn9DUZO0K5ruygPOVf/3+wMLQfqsD6EqByNrpy7S6ebxe8HqssdodeGzR+P0GTSZXtpk3sJ6ONzATEvE7rO3fcdgxXC6i42OIcRrYjCuf1TCs4s9NwlFz+fn5PP300xiGgc1mIyUlherqagAmT57M7t27MdpwPREREek8HSkCQTtyDVaj86VLVmdQTY1VEPL5oLHRT5PPD6YfO03YjSZsfhMDE8PfRLTfS4y9kRibiRFlwxblwOv1g9dnFZEwsRl+/BgkJNpIusMG9igr37icxMQ5iIsziI5qlmuiosKu9xPKZ599xujRozlz5gwxMTHExMRQW1sLKNeIiEjPpJV6Oyg9PZ3Vq1eTnZ3Nli1bSExMZO3ateFPsNutFuULF6ywYrdDU1Nwm1T8fgL1KGsxRePKi6tsTU3Q2Igr0E3kt9YM8vkN/Bj4eyXicLkwoqxuH3tsTFvyUFhr164lKysLwzB45JFHiI2N5c033wRgxowZbNu2TUFJRETk/7E25xqsJ64C7rnHKgKdPQter4HHY2Ca0NRkxzSt+ozdfrUJ2eEAAxObz4th+nCZTTiMJsBaztA0oV8/6JNsB4cdR4yDqNgoHNEdDzaffPIJ48aN48KFCwwaNIh77rmH3bt3AzB9+nSKioqUa0REpMeJ+E6gadOmcejQIf7973+3+xp+v59nn32W9evXA5CVlUVubu7NTrLWB2pouPp9oAso8Drw1ZxhXP0KPvp15ZyYGKvAdAt24WpoaGDAgAFMnDiRxYsXk5eXR0FBAQCzZ8+moKBArdIiIiLd7MCBA9x///1cunQJl8vVrmu0K9dgRZraWiuWeL3Wa6/XamoORJXA/hYBzSNNoECE34+Bn9hYazd3V6zRpq7l1nryySepqKhg+fLlvPXWWxQWFgLKNSIi0rNFfBHI5/Ph8XiIvcE26K1hmiZPPPFEMEAsW7aMP/zhDzefQfJ4rCmzpqarBZ/mf5JQRaDr2WzWos7tDHut5fP5OHjwIJmZmRw7dgyA3/72t6xbt05BSURE5DZRW1vbrkfBmmtvrjFNq/gTmOPy+a6sE3Q5/NxWczYbxMVBUpLVYXQrG3F8Ph8HDhxg7ty5yjUiIhIxIr4I1JlM02T27NkUFRUBVmBatWpV6072eKyUFNiS9Po/i7/Z8+4BUVHWbhcxMbc2JQGNjY38/ve/Jy8vD9M0cTgcvPzyyyxatEit0iIiIj1QR3JNoPjT0HC1+6epyYo5Pt/VglCgCyiwjnMrNvLqFMo1IiISqVQE6mR+v58pU6bwt7/9DYDnn3+evLy81l8g0EPt81n/Nu+bDix46HBY/3bBFuyXL1+muLiYNWvW8NlnnwHgdrspLCwkPT39lt9fREREuk9Hc43fb8WZwFfzxufA/hRt2KC0w5RrREQk0qkIdAv4/X5mzZoVnDlrcyHoNlBVVUV+fj5btmzhzJkzAERFRbFy5Uqys7Nx3IJ1h0REROT2o1wjIiLSc6gIdItc/yz93Llz2bhxI06ns3sHFoJpmhw/fpyDBw9y8OBBysvL2bdvH4H/GtHR0UyfPp0lS5YwePDgbh6tiIiIdDXlGhERkZ5BRaBbyDRNnnvuueDuGoMHD6awsJAHHnigW8ZTV1dHeXk5b7/9NuXl5TQ2NtLQ0MDnn39OXV1di+PT0tKYP38+mZmZJCUldcOIRURE5HZxu+UagPPnz/PBBx+wZcsWTp8+rVwjIiJyEyoC3WJ+v5+1a9eydOlSvF4vNpuN7OxsVqxYcUtnz/x+P7W1tfzzn/8MfjWfBQslOTmZ++67D7fbzfjx4/nJT36i3TFEREQkqLtyTeDe1dXVlJWV8a9//atFh8/1lGtERERaUhGoixw5coTMzEwOHDgAwKBBg3jhhRd49NFHOzU0+Xw+3n//fXJycvj4449bvB8VFUVaWhojRozA7Xbjcrno168fw4cP5/vf/752xBAREZGb6spc8+GHH/L666+zd+/ekB0+LpeLoUOHMnXqVJKTk5VrREREbkBFoC7k8/nIzc1lxYoVeK5sBZ+UlMQTTzzBvHnz6N+/f7uvXVNTw2uvvcbmzZuDCx6CVfRJT09n9OjRTJkyhYkTJ2oWTERERDqsO3INQEJCAsOHDycjI4MJEyaow0dERKQNVAS6Ytq0aRQXFwOwc+dOHn300Rsef/LkSYYPH87Zs2f5xS9+wa5du1o923Ts2DH++Mc/smPHDhobGwEwDINRo0Zx//3343a7cbvdDBgwIGSoMU2TEydOUF5eHnLBQ5vNRkZGBitXrmTChAk9ZhZs+/btzJw5kyVLlvDyyy9393BERERua12Vbboi17jdbmbPns3UqVN7VIePso2IiHQ1FYGuOH/+PEOHDuWLL74gMTGRyspKUlJSQh7r8XgYM2YMZWVlpKamUlFRQZ8+fdp8zzNnzlBQUMCmTZuoqqpq8X58fDypqam4XC6io6PxeDw3XPDwzjvv5LnnnmPu3Lk9bsHDyspKxo8fz7lz5xSUREREWqGrs41yTdso24iISHdQEaiZkpISJkyYgGmajB07lj179oScsXrmmWfYsGEDDoeDkpISRo4c2aH7mqbJhx9+yN69e4PbmX7zzTc3PS8pKSk4w9aTFzwsKyvj5z//Od9++y2AgpKIiEgrdUe2Ua65OWUbERHpLo7uHsDtZOzYsbzwwgusXr2akpIS1qxZw7Jly645pri4mA0bNgDw0ksvdbgABFab86RJk5g0aRJg7X7x5Zdf8vHHH3P69GkuX75MY2MjMTExOJ3OiFnw0DRNXn/9dRYvXhxca0BERERarzuyjXJNeMo2IiLS3dQJdB2fz8eoUaMoKyvD4XCwb98+HnjgAQCOHz/Offfdx8WLF9u8DpC0TWlpKU899RSHDx8GYMqUKZSXl3Pq1CnNlomIiLSBss3tQdlGRERuBz2zx7YDHA4H27dvJz4+Hp/Px6xZs2hoaMDr9fLYY49x8eJFUlJS2Lp1a6eGpDlz5mAYBiNGjAh7zIgRIzAMgzlz5lzz8/Hjx2MYBvn5+Zw5c4ZFixaRlpaG0+kkJSWFX//613z99dcANDQ08OKLLzJkyBBcLhd9+vThoYceoqKiIux9jx07xsKFC7n33nvp3bs3UVFRJCUlMWrUKPLy8qivrw/7eZ599lnq6+tZsmQJ/fv3x+l0kpaWxuOPP86hQ4fC3rO4uJjDhw/zne98h/Xr1/P2228TExNz41+iiIiItKBs05KyjYiIRCo9DhbC3XffzYYNG5gzZw7Hjx8nJyeH6OhoKioqcDgc7Nixo10LQd9qVVVVDB06lJqaGpxOJ6Zp8uWXX/LGG2+wZ88e9uzZw+TJkzl8+DB2ux2n08m5c+d45513+OCDD9i/fz/33nvvNdd89dVXef755zFNE4DY2Fiio6M5e/YspaWllJaW8uabb7J//37i4uJajKmuro4xY8ZQUVGB3W4nPj6e6upqqqur2blzJ1u2bGHWrFktzuvduzdZWVksWbKE5OTkW/MLExERiRDKNlcp24iISCRTJ1AYv/zlL5k2bRoA69ev55VXXgFg9erVZGRkdOfQwsrLy8Pj8fDXv/6V+vp66urqePHFFwE4ceIEP/rRj/jqq6/Ytm0bdXV11NXV8dZbb+F0OmloaGDVqlXXXK+0tJRFixZhmiazZs3i5MmT1NfXU19fz8mTJ3nyyScBOHz4MJs2bQo5psLCQioqKsjOzubbb7/l/PnzHD16lIyMDHw+H5mZmVRWVrY4b/ny5eTm5iokiYiIdBJlG2UbERERFYFuID8/n9TUVHw+H6ZpMnnyZLKzs7t7WGH5/X62b9/O1KlTsdlsREdHs2zZMlJTUwFrq9ht27Yxc+ZMnE4nAA8//DCPP/44AP/4xz+uud7GjRvx+/2kp6dTWFgYvA5Aamoqf/7znxk4cCAA+/btCzmmpqYmsrKyeOWVV0hMTARg8ODBvPfee/zwhz+kqamJpUuXdurvQUREREJTtlG2ERGRyKYi0A3ExsbSt2/f4Pd1dXXczuto33XXXfz0pz+95mc2m40hQ4YA0K9fP372s5+1OG/w4MEALbZvXb58Obt27WLz5s0ht2g1DCN47YsXL4YcU3x8PMuXL2/x87i4OLKysgB4//33qa2tvdnHExERkQ5StlG2ERGRyKY1gW5g8eLFHDx4MPh9SUkJL730Ejk5Od04qvACoeV6vXr1Aqz1AEKJjY0FCD4bHzBgwAAGDBhwzc9Onz7NiRMnOHr0KOXl5ZSUlADWrFgoo0aNIj4+PuR748aNA8Dj8XDo0CHGjh0b8jgRERHpHMo2yjYiIhLZVAQKY9euXbz22msA5OTk8N5771FWVsbKlSuZNGnSDXe66C6BQBROdHR0m6957tw5Nm7cyO7duzl69GiLWbHALFq4WcQf/OAHYa995513Bl+fOnWqzWMTERGR1lO2sSjbiIhIJFMRKITPP/+czMxMAIYOHcrvfvc7pk+fjtvt5vLly8ycOZOKigoSEhK6dFzhZqQCHI7O/XNWVlby4IMPBkNMQkICI0eOZNCgQQwbNoyxY8eyZs0aiouLw17DbreHfa/552lPiBMREZHWUbaxKNuIiEikUxHoOj6fj+nTp3P27FliY2PZsWMH0dHRDBkyhNzcXJ555hmqqqqYP38+27Zt67T7GoYBtGxbbq6rny2fMWMGp06dIi0tjYKCAsaMGdPi+flwz8sHnD59Oux7NTU1wdd33XVXxwYrIiIiISnbXKVsIyIikU4LQ19n2bJllJaWAvDqq68GFxYE+M1vfhNcfLCoqKhTg1JMTAwQPgw1NDRQXV3dafe7maNHj/Lpp58CsGrVKsaNGxdyAcUjR44A4Vum9+/fHzb87dmzB7Bm4YYNG9YJoxYREZHrKdtYlG1ERERUBLrGu+++S25uLgCPPPIIv/rVr1ocU1BQENxVY8GCBfz3v//tlHt/73vfA+A///kP//vf/1q8X1hYiMfj6ZR7tUbzWbBwQSc/P58vvvgCAK/XG/KYr776iq1bt4a8/tq1awHrd62WaRERkc6nbHOVso2IiIiKQEE1NTXMnj0bv99Pamoqb7zxRsjj7rjjDv7yl78A1szWjBkz8Pl8Hb7/5MmTAatle8aMGcGZsYsXL5KXl8fChQu7NEykp6cHd77Iyclh//79wRmxqqoqFi1axIIFC4LHX7p0Key1nn76aTZt2kRjYyMAn3zyCRMnTqS6uppevXqxatWqW/hJREREIpOyzbWUbURERFQEAqzZoJkzZ/LNN99gt9spKiqid+/eYY9/6KGHmDdvHgAfffQRK1as6PAY3G538Jp79+4lLS2NxMREevXqRXZ2NiNHjuSpp57q8H1aKy4ujry8PABOnjxJRkYGsbGxxMXFcffdd7Nu3ToSEhJ4+OGHAWvByVBt0/379+e73/0u8+fPJyEhgcTERIYNG0Z5eTnJycm88847emZeRESkkynbtKRsIyIioiIQACtXrmTv3r2ANTM0evTom57zpz/9iYEDBwKwZs0aSkpKOjyOTZs2sX37dsaNG0dCQgJer5dhw4axbt06/v73v+NyuTp8j7aYN28e7777Lg8++CB9+vTB6/USFRXF8OHDWbp0KZ9++mlwpuvcuXPB5+Cb69u3LwcOHGDBggX07duXxsZGBg4cyOLFi6msrGTMmDFd+plEREQigbJNaMo2IiIS6Qx/uFXvRDpgzpw5bN26lR//+Md89NFH3T0cERERkQ5RthERkZ5AnUAiIiIiIiIiIhFARSARERERERERkQjg6O4B9AQLFy5k586d7To3JSWF8vLyTh6RiIiISPsp24iIiPRMKgJ1ggsXLvD111+361yn09nJoxERERHpGGUbERGRnkkLQ4uIiIiIiIiIRACtCSQiIiIiIiIiEgFUBBIRERERERERiQAqAomIiIiIiIiIRAAVgUREREREREREIoCKQCIiIiIiIiIiEUBFIBERERERERGRCKAikIiIiIiIiIhIBFARSEREREREREQkAqgIJCIiIiIiIiISAVQEEhERERERERGJACoCiYiIiIiIiIhEABWBREREREREREQigIpAIiIiIiIiIiIRQEUgEREREREREZEIoCKQiIiIiIiIiEgE+D8y0uClMVzkpQAAAABJRU5ErkJggg==",
"text/plain": [
"
"
]
},
"metadata": {
"image/png": {
"height": 283,
"width": 576
}
},
"output_type": "display_data"
}
],
"source": [
"dyn.pl.umap(adata, color=['tfec', 'pnp4a'], \n",
" layer='curvature', frontier=True,\n",
" figsize=(5,4),dpi=80)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The purpose for us to develop vaious differential geometry analyses is to derive **functional predictions**. So let us work on this a little bit next. "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Gene set enrichment \n",
"In this section, we show our first approach to reveal functional insights with the {func}`dynamo.ext.enrichr` function implemented in **{mod}`dynamo`**, a python wrapper for Enrichr, to identify biological pathways with statistical significance."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We noticed that the previous study (Saunders, et al. 2019) reported a \"unknown\" cell type from their conventional markers based cell-typing method based on total RNA expression levels. We wonder whether we can unveil its cell-type identify with **dynamo**. Therefore, we perform gene set enrichment analysis with the top-ranked genes with the highest absolute acceleration from this previously \"unknown\" cell type. Interestingly, we found the genes were enriched in chondrocyte-related pathways, indicative of a potential chondrocytic origin. "
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [],
"source": [
"enr = dyn.ext.enrichr(adata.uns['rank_abs_acceleration']['Unknown'][:250].to_list(), \n",
" organism='Fish', outdir='./enrichr', \n",
" gene_sets='GO_Biological_Process_2018')"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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"text/plain": [
"
"
]
},
"metadata": {
"image/png": {
"height": 444,
"width": 1023
}
},
"output_type": "display_data"
}
],
"source": [
"from gseapy.plot import barplot, dotplot\n",
"dotplot(enr.res2d, title='abs acceleration ranking', cmap='viridis_r', cutoff=0.1)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Jacobian Calculation and Ranking\n",
"Next we will calculate Jacobian for each cell with the reconstructed vector field. If we use PCA space, {meth}`dynamo.vf.jacobian` can project the low dimension Jacobian results back to high dimension to get a cell by gene by gene tensor. You can check the `jacobian_gene` key from the `.uns[\"jacobian_pca\"]` dictionary in the resulted adata object to confirm this."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The cell by gene by gene tensor is generally huge, especially for datasets with large number of cells. We thus would love to do some preprocessing to alleviate the burden of computational resource requirements, either by restricting the calculation to genes that have high loading in our pca analysis or by downsampling the cells that will be used to calculate the `jacobian matrix` in each cell. \n",
"\n",
"For the first one, we will use {func}`dynamo.pp.top_pca_genes` to calculate `top_pca_genes` for adata, according to PCs loading in `adata.uns`. Note that `n_top_genes` below means we take the union of genes with top **n** absolute values for each principal components, so the resulting PCA genes may be larger than 100.\n",
"\n",
"For the second one, we can use the following parameters in {func}`dynamo.vf.jacobian`. \n",
"\n",
"```python \n",
"sampling=None,\n",
"sample_ncells=1000,\n",
"```\n",
"\n",
"When the sampling is chosen from one of the `'random', 'velocity', 'trn'`, the function will sample `sample_ncells` according to the sampling method `sample` for the Jacobian matrix calculation in only `sample_ncells` sampled cells. We recommend **{mod}`dynamo`** users to start considering sampling cells with your adata object with more than 2500 cells while the top pca gene selected will be around 500."
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"AnnData object with n_obs × n_vars = 4167 × 16940\n",
" obs: 'split_id', 'sample', 'Size_Factor', 'condition', 'Cluster', 'Cell_type', 'umap_1', 'umap_2', 'batch', 'nGenes', 'nCounts', 'pMito', 'pass_basic_filter', 'spliced_Size_Factor', 'initial_spliced_cell_size', 'initial_cell_size', 'unspliced_Size_Factor', 'initial_unspliced_cell_size', 'ntr', 'cell_cycle_phase', 'control_point_pca', 'inlier_prob_pca', 'obs_vf_angle_pca', 'acceleration_pca', 'curvature_pca'\n",
" var: 'nCells', 'nCounts', 'pass_basic_filter', 'score', 'log_cv', 'log_m', 'frac', 'use_for_pca', 'ntr', 'use_for_dynamics', 'use_for_transition', 'top_pca_genes'\n",
" uns: 'pp', 'velocyto_SVR', 'feature_selection', 'PCs', 'explained_variance_ratio_', 'pca_mean', 'cell_phase_order', 'cell_phase_genes', 'vel_params_names', 'dynamics', 'neighbors', 'umap_fit', 'grid_velocity_umap', 'Cell_type_colors', 'grid_velocity_pca', 'VecFld_pca', 'rank_velocity_S', 'rank_abs_velocity_S', 'rank_acceleration', 'rank_abs_acceleration', 'rank_curvature', 'rank_abs_curvature'\n",
" obsm: 'X_pca', 'cell_cycle_scores', 'X_umap', 'velocity_umap', 'velocity_pca', 'velocity_pca_SparseVFC', 'X_pca_SparseVFC', 'acceleration_pca', 'curvature_pca'\n",
" varm: 'vel_params'\n",
" layers: 'spliced', 'unspliced', 'X_spliced', 'X_unspliced', 'M_u', 'M_uu', 'M_s', 'M_us', 'M_ss', 'velocity_S', 'acceleration', 'curvature'\n",
" obsp: 'moments_con', 'distances', 'connectivities', 'pearson_transition_matrix'"
]
},
"execution_count": 19,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"dyn.pp.top_pca_genes(adata, n_top_genes=100)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Select top pca genes (flagged in `top_pca_genes` in `.var` after running `pp.top_pca_genes`) and use those genes to set the regulator/effectors that are necessary in cell-wise `jacobian matrix` calculation. "
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [],
"source": [
"top_pca_genes = adata.var.index[adata.var.top_pca_genes];"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Here we will ensure a set of the chondrocyte-related gene included in the Jacobian calculation so that we can visualize the regulatory network for those genes. You can include other set of genes you care about as long as they are genes used for pca dimension reduction, that is `adata[:, genes].var.use_for_pca` are all `True`."
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [],
"source": [
"top_pca_genes = [\"erbb3b\", \"col6a3\", \"vwa1\", \"slc35c2\", \"col6a2\", \"col6a1\"] + list(top_pca_genes)"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"Transforming subset Jacobian: 100%|██████████| 4167/4167 [00:37<00:00, 110.67it/s]\n"
]
}
],
"source": [
"dyn.vf.jacobian(adata, regulators=top_pca_genes, effectors=top_pca_genes);"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We can take advantage of the cell-wise `jacobian matrix` to investigate gene regulation at single-cell resolution or a state-dependent fashion. \n",
"\n",
"In iridophore cells, we found that `pnp4a` was potentially activated by `tfec` in the progenitors of iridophore lineage which is in line with that reported in Petratou et al. 2021. Futhermore, there seem to have a possible repression occurring when tfec expression level was high in the mature iridophore cells."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We can visualize the regulation from `tfec` to `pnp4a` ($\\frac{\\partial f_{pnp4a}}{\\partial f_{tfec}}$) on the umap embedding. $\\frac{\\partial f_{pnp4a}}{\\partial f_{tfec}}$ denotes the effects of changing the expression of `tfec` to the velocity of `pnp4a`. "
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
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",
"text/plain": [
"
"
]
},
"metadata": {
"image/png": {
"height": 278,
"width": 302
}
},
"output_type": "display_data"
}
],
"source": [
"dyn.pl.jacobian(adata, regulators=['tfec'], \n",
" effectors=['pnp4a'], basis='umap',\n",
" figsize=(4,4))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Similarly, we can also visualize the regulation from `tfec` to `pnp4a` ($\\frac{\\partial f_{pnp4a}}{\\partial f_{tfec}}$) on top of the gene expression level of `tfec` (*x-axis*) to `pnp4a` (*y-axis*). "
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
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"image/png": {
"height": 278,
"width": 302
}
},
"output_type": "display_data"
}
],
"source": [
"dyn.pl.jacobian(adata, regulators=['pnp4a'], effectors=['tfec'], \n",
" x='tfec', y=\"pnp4a\", layer='M_s', basis='umap',\n",
" figsize=(4,4))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"##### Ranking for Jacobian matrices"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"After estimating the cell-wise Jacobian matrix, we now demonstrate different ways to rank genes based on the Jacobian matrix with **dynamo**. \n",
"\n",
"We start with the so-called \"divergence\" ranking for each cell group. The \"divergence\" we are talking about here is different from the definition of `divergence` which is basically the sum of the diagonal elements of the Jacobian. Instead the `divergence` in this context points to the self-activation or self-inhibition terms. \n",
"\n",
"The results of divergence ranking are stored in `adata.uns['rank_div_gene_jacobian_pca']`."
]
},
{
"cell_type": "code",
"execution_count": 28,
"metadata": {},
"outputs": [],
"source": [
"divergence_rank = dyn.vf.rank_divergence_genes(adata, groups='Cell_type');"
]
},
{
"cell_type": "code",
"execution_count": 30,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"
\n",
"\n",
"
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" \n",
"
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"
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"
Chromaffin
\n",
"
Iridophore
\n",
"
Melanophore
\n",
"
Neuron
\n",
"
Other Glia
\n",
"
Pigment Progenitor
\n",
"
Proliferating Progenitor
\n",
"
Satellite Glia
\n",
"
Schwann Cell
\n",
"
Schwann Cell Precursor
\n",
"
Unknown
\n",
"
Xanthophore
\n",
"
\n",
" \n",
" \n",
"
\n",
"
0
\n",
"
mt2
\n",
"
tyrp1b
\n",
"
tspan36
\n",
"
mt2
\n",
"
tyrp1b
\n",
"
tyrp1b
\n",
"
tyrp1b
\n",
"
tuba8l3
\n",
"
plp1b
\n",
"
tyrp1b
\n",
"
ptmaa
\n",
"
si:ch211-251b21.1
\n",
"
\n",
"
\n",
"
1
\n",
"
mbpb
\n",
"
pmela
\n",
"
fosb
\n",
"
mbpb
\n",
"
plp1b
\n",
"
pmela
\n",
"
pmp22a
\n",
"
mt2
\n",
"
tyrp1b
\n",
"
pmela
\n",
"
mbpb
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"
sdc4
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"
\n",
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"
2
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"
mbpa
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"
mt2
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"
sdc4
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"
gfap
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"
pmela
\n",
"
pnp4a
\n",
"
ptmaa
\n",
"
tyrp1b
\n",
"
pmela
\n",
"
si:ch211-156j16.1
\n",
"
cldn19
\n",
"
wu:fc46h12
\n",
"
\n",
"
\n",
"
3
\n",
"
tyrp1b
\n",
"
gfap
\n",
"
fhl2a
\n",
"
mbpa
\n",
"
pmp22a
\n",
"
mt2
\n",
"
mbpa
\n",
"
pmp22a
\n",
"
MREG
\n",
"
pnp4a
\n",
"
mbpa
\n",
"
tspan36
\n",
"
\n",
"
\n",
"
4
\n",
"
pnp4a
\n",
"
mdkb
\n",
"
CRIP2
\n",
"
tyrp1b
\n",
"
gstp1
\n",
"
fhl2a
\n",
"
cldn19
\n",
"
tubb5
\n",
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gstp1
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"
mbpa
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fstl3
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tyrp1b
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"
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" \n",
"
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"
"
],
"text/plain": [
" Chromaffin Iridophore Melanophore Neuron Other Glia Pigment Progenitor \\\n",
"0 mt2 tyrp1b tspan36 mt2 tyrp1b tyrp1b \n",
"1 mbpb pmela fosb mbpb plp1b pmela \n",
"2 mbpa mt2 sdc4 gfap pmela pnp4a \n",
"3 tyrp1b gfap fhl2a mbpa pmp22a mt2 \n",
"4 pnp4a mdkb CRIP2 tyrp1b gstp1 fhl2a \n",
"\n",
" Proliferating Progenitor Satellite Glia Schwann Cell Schwann Cell Precursor \\\n",
"0 tyrp1b tuba8l3 plp1b tyrp1b \n",
"1 pmp22a mt2 tyrp1b pmela \n",
"2 ptmaa tyrp1b pmela si:ch211-156j16.1 \n",
"3 mbpa pmp22a MREG pnp4a \n",
"4 cldn19 tubb5 gstp1 mbpa \n",
"\n",
" Unknown Xanthophore \n",
"0 ptmaa si:ch211-251b21.1 \n",
"1 mbpb sdc4 \n",
"2 cldn19 wu:fc46h12 \n",
"3 mbpa tspan36 \n",
"4 fstl3 tyrp1b "
]
},
"execution_count": 30,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"divergence_rank.head()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We can rank all other elements in the Jacobian. There are 5 parameters we provide in {func}`dynamo.vf.rank_jacobian_genes`'s argument list to rank the Jacobian:\n",
"\n",
"* \"full reg\" or \"full_reg\": top regulators are ranked for each effector for each cell group\n",
"\n",
"* \"full eff\" or \"full_reff\": top effectors are ranked for each regulator for each cell group\n",
"\n",
"* \"reg\": top regulators in each cell group\n",
"\n",
"* \"eff\": top effectors in each cell group\n",
"\n",
"* \"int\": top effector-regulator pairs in each cell group\n",
"\n",
"Note that the default mode is \"full reg\". More details can be found on API pages of online documentation. {meth}`dynamo.vf.rank_jacobian_genes`"
]
},
{
"cell_type": "code",
"execution_count": 31,
"metadata": {},
"outputs": [],
"source": [
"full_reg_rank = dyn.vf.rank_jacobian_genes(adata, \n",
" groups='Cell_type', \n",
" mode=\"full_reg\", \n",
" abs=True, \n",
" output_values=True,\n",
" return_df=True)"
]
},
{
"cell_type": "code",
"execution_count": 32,
"metadata": {},
"outputs": [],
"source": [
"full_eff_rank = dyn.vf.rank_jacobian_genes(adata, \n",
" groups='Cell_type', \n",
" mode='full_eff', \n",
" abs=True, \n",
" exclude_diagonal=True, \n",
" output_values=True,\n",
" return_df=True)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The results of full_eff and full_reg are dictionaries, whose keys are cluster (cell type in the case above) names and values are `pd.DataFrame` with rank information as well as coefficient values stored for each gene. See below:"
]
},
{
"cell_type": "code",
"execution_count": 33,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"dict"
]
},
"execution_count": 33,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"type(full_reg_rank)"
]
},
{
"cell_type": "code",
"execution_count": 34,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"(467, 934)\n"
]
},
{
"data": {
"text/html": [
"