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| }, | |
| "cells": [ | |
| { | |
| "cell_type": "markdown", | |
| "metadata": { | |
| "id": "view-in-github", | |
| "colab_type": "text" | |
| }, | |
| "source": [ | |
| "<a href=\"https://colab.research.google.com/gist/mmore500/ef0f150e0e87294859211b5ab7c299ad/allele-abm.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "source": [ | |
| "## Environment Setup" | |
| ], | |
| "metadata": { | |
| "id": "yaqgVbfVFGSR" | |
| } | |
| }, | |
| { | |
| "cell_type": "code", | |
| "source": [ | |
| "!pip install \"teeplot==1.4.2\" \"watermark==2.5.1\" 2>&1 >/dev/null\n", | |
| "%load_ext watermark" | |
| ], | |
| "metadata": { | |
| "collapsed": true, | |
| "id": "Pn_66qWAw58f" | |
| }, | |
| "execution_count": 1, | |
| "outputs": [] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "source": [ | |
| "import itertools as it\n", | |
| "import functools\n", | |
| "import random\n", | |
| "from typing import Dict, List, Tuple\n", | |
| "\n", | |
| "try:\n", | |
| " import cupy as cp\n", | |
| "except ImportError:\n", | |
| " import numpy as cp\n", | |
| "from IPython.display import display_html\n", | |
| "import matplotlib.pyplot as plt\n", | |
| "import numpy as np\n", | |
| "import pandas as pd\n", | |
| "import seaborn as sns\n", | |
| "from teeplot import teeplot as tp\n", | |
| "from tqdm.auto import tqdm\n" | |
| ], | |
| "metadata": { | |
| "id": "yWYGltbGLShT" | |
| }, | |
| "execution_count": 2, | |
| "outputs": [] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "source": [ | |
| "%watermark -diwmuv -iv\n" | |
| ], | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/" | |
| }, | |
| "id": "895k44od6GBt", | |
| "outputId": "d4d3e81d-3d48-49fd-d38a-60d8dfb1bb21" | |
| }, | |
| "execution_count": 3, | |
| "outputs": [ | |
| { | |
| "output_type": "stream", | |
| "name": "stdout", | |
| "text": [ | |
| "Last updated: 2025-12-24T02:08:48.737837+00:00\n", | |
| "\n", | |
| "Python implementation: CPython\n", | |
| "Python version : 3.12.12\n", | |
| "IPython version : 7.34.0\n", | |
| "\n", | |
| "Compiler : GCC 11.4.0\n", | |
| "OS : Linux\n", | |
| "Release : 6.6.105+\n", | |
| "Machine : x86_64\n", | |
| "Processor : x86_64\n", | |
| "CPU cores : 12\n", | |
| "Architecture: 64bit\n", | |
| "\n", | |
| "IPython : 7.34.0\n", | |
| "cupy : 13.6.0\n", | |
| "matplotlib: 3.10.0\n", | |
| "numpy : 2.0.2\n", | |
| "pandas : 2.2.2\n", | |
| "seaborn : 0.13.2\n", | |
| "teeplot : 1.4.2\n", | |
| "tqdm : 4.67.1\n", | |
| "\n", | |
| "Watermark: 2.5.1\n", | |
| "\n" | |
| ] | |
| } | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "source": [ | |
| "use_cupy = True # use cupy backend (GPU), otherwise use numpy (CPU)\n", | |
| "xp = [np, cp][use_cupy]\n" | |
| ], | |
| "metadata": { | |
| "id": "mJKA8fkGLfEq" | |
| }, | |
| "execution_count": 4, | |
| "outputs": [] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "source": [ | |
| "## Simulation Implementation" | |
| ], | |
| "metadata": { | |
| "id": "hsMukTKvL9QU" | |
| } | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 5, | |
| "metadata": { | |
| "id": "Z6Pshxe8LMPV" | |
| }, | |
| "outputs": [], | |
| "source": [ | |
| "# State Constants\n", | |
| "S: int = 0\n", | |
| "I: int = 1\n", | |
| "R: int = 2\n", | |
| "\n", | |
| "@functools.lru_cache(maxsize=None)\n", | |
| "def simulate(\n", | |
| " N_SITES: int=2,\n", | |
| " POP_SIZE: int=1_000_000,\n", | |
| " BASE_B: float=0.3,\n", | |
| " CONTACT_RATE: float=0.5,\n", | |
| " RECOVERY_RATE: float=0.1,\n", | |
| " MUTATION_RATE: float=1e-4,\n", | |
| " # WANING_RATE: float=0.003,\n", | |
| " WANING_RATE: float=0.016,\n", | |
| " IMMUNE_STRENGTH: float=0.7,\n", | |
| " WANED_STRENGTH: float=0.05,\n", | |
| " N_STEPS: int=1_000,\n", | |
| " seed: int=1,\n", | |
| ") -> pd.DataFrame:\n", | |
| " random.seed(seed)\n", | |
| " np.random.seed(seed)\n", | |
| " xp.random.seed(seed)\n", | |
| "\n", | |
| " if N_SITES > 8:\n", | |
| " raise NotImplementedError(\n", | |
| " \"current data types support only up to 8 sites\",\n", | |
| " )\n", | |
| "\n", | |
| "\n", | |
| " def initialize_pop() -> Tuple[xp.ndarray, xp.ndarray, xp.ndarray]:\n", | |
| " \"\"\"Initialize population statuses, genomes, and immune history.\"\"\"\n", | |
| " # pathogen_genomes: Bit k=0 is allele 2k, bit k=1 is allele 2k+1\n", | |
| " pathogen_genomes = xp.zeros(shape=POP_SIZE, dtype=xp.uint8)\n", | |
| " # host_immunities: Tracks 4 levels (3, 2, 1, 0) for each of the 2*N_SITES alleles\n", | |
| " host_immunities = xp.full(\n", | |
| " shape=(POP_SIZE, 2 * N_SITES), fill_value=3, dtype=xp.int8\n", | |
| " )\n", | |
| " # host_statuses: Current state (S, I, R)\n", | |
| " host_statuses = xp.full(shape=POP_SIZE, fill_value=S, dtype=xp.uint8)\n", | |
| "\n", | |
| " return host_statuses, pathogen_genomes, host_immunities\n", | |
| "\n", | |
| "\n", | |
| " def infect_initial(\n", | |
| " host_statuses: xp.ndarray,\n", | |
| " pathogen_genomes: xp.ndarray,\n", | |
| " seed_count: int = 100,\n", | |
| " ) -> Tuple[xp.ndarray, xp.ndarray]:\n", | |
| " \"\"\"Seed the initial infection wave with the starting strain.\"\"\"\n", | |
| " host_statuses[:seed_count] = I\n", | |
| " pathogen_genomes[:seed_count] = 0\n", | |
| " return host_statuses, pathogen_genomes\n", | |
| "\n", | |
| "\n", | |
| " def get_kappa(host_immunities: xp.ndarray) -> xp.ndarray:\n", | |
| " \"\"\"Numerical value assigned to immunity levels (kappa).\"\"\"\n", | |
| " kappas = xp.zeros_like(host_immunities, dtype=xp.float16)\n", | |
| " # Level 2 or 1: Full immunity (kappa=1)\n", | |
| " kappas[(host_immunities == 2) | (host_immunities == 1)] = 1.0\n", | |
| " # Level 0: Waned immunity (kappa=nui)\n", | |
| " kappas[host_immunities == 0] = WANED_STRENGTH\n", | |
| " return kappas\n", | |
| "\n", | |
| "\n", | |
| " def update_waning(host_immunities: xp.ndarray) -> xp.ndarray:\n", | |
| " \"\"\"Transition immunity levels over time (2 -> 1 -> 0).\"\"\"\n", | |
| " for level in [2, 1]:\n", | |
| " mask = (host_immunities == level) & (xp.random.rand(*host_immunities.shape) < WANING_RATE)\n", | |
| " host_immunities[mask] -= 1\n", | |
| " return host_immunities\n", | |
| "\n", | |
| "\n", | |
| " def update_recoveries(\n", | |
| " host_statuses: xp.ndarray,\n", | |
| " pathogen_genomes: xp.ndarray,\n", | |
| " host_immunities: xp.ndarray,\n", | |
| " ) -> Tuple[xp.ndarray, xp.ndarray]:\n", | |
| " \"\"\"Recover infected individuals and reset allele immunity to Level 2.\"\"\"\n", | |
| " inf_mask = host_statuses == I\n", | |
| " rec_mask = inf_mask & (xp.random.rand(POP_SIZE) < RECOVERY_RATE)\n", | |
| " indices = xp.where(rec_mask)[0]\n", | |
| "\n", | |
| " if indices.size > 0:\n", | |
| " g = pathogen_genomes[indices][:, None]\n", | |
| " shifts = xp.arange(N_SITES, dtype=xp.uint64)\n", | |
| " bits = (g >> shifts) & xp.uint8(1)\n", | |
| " allele_indices = (2 * xp.arange(N_SITES) + bits).astype(int)\n", | |
| "\n", | |
| " row_idx = xp.repeat(indices, N_SITES)\n", | |
| " col_idx = allele_indices.flatten()\n", | |
| " # Set to Level 2: \"first stage of full immunity\"\n", | |
| " host_immunities[row_idx, col_idx] = 2\n", | |
| " host_statuses[indices] = R\n", | |
| " return host_statuses, host_immunities\n", | |
| "\n", | |
| "\n", | |
| " def update_infections(\n", | |
| " host_statuses: xp.ndarray,\n", | |
| " pathogen_genomes: xp.ndarray,\n", | |
| " host_immunities: xp.ndarray,\n", | |
| " ) -> Tuple[xp.ndarray, xp.ndarray, xp.ndarray]:\n", | |
| " \"\"\"Vectorized transmission based on allele-specific susceptibility.\"\"\"\n", | |
| " infector_mask = host_statuses == I\n", | |
| " num_infectors = int(xp.sum(infector_mask))\n", | |
| " if num_infectors == 0:\n", | |
| " return host_statuses, pathogen_genomes, host_immunities\n", | |
| "\n", | |
| " targets = xp.random.randint(low=0, high=POP_SIZE, size=num_infectors, dtype=xp.uint32)\n", | |
| " inf_genomes = pathogen_genomes[infector_mask]\n", | |
| "\n", | |
| " # Map genomes to allele indices for susceptibility calculation\n", | |
| " bits = (inf_genomes[:, None] >> xp.arange(N_SITES, dtype=xp.uint8)) & xp.uint8(1)\n", | |
| " allele_indices = (2 * xp.arange(N_SITES) + bits).astype(int)\n", | |
| "\n", | |
| " # Calculate susceptibility as product across all alleles\n", | |
| " kappas = get_kappa(host_immunities[targets])\n", | |
| " target_kappas = xp.take_along_axis(kappas, allele_indices, axis=1)\n", | |
| " susc_factor = xp.prod(1.0 - (IMMUNE_STRENGTH * target_kappas), axis=1)\n", | |
| "\n", | |
| " # Additive transmission factor\n", | |
| " total_b = N_SITES * BASE_B\n", | |
| " prob = total_b * CONTACT_RATE * susc_factor\n", | |
| "\n", | |
| " success = (xp.random.rand(num_infectors) < prob) & (host_statuses[targets] != I)\n", | |
| " new_inf_idx = targets[success]\n", | |
| "\n", | |
| " if new_inf_idx.size > 0:\n", | |
| " host_statuses[new_inf_idx] = I\n", | |
| " new_genomes = inf_genomes[success]\n", | |
| "\n", | |
| " # Mutation: flip one bit at a random site\n", | |
| " mut_mask = xp.random.rand(new_inf_idx.size) < MUTATION_RATE\n", | |
| " if xp.any(mut_mask):\n", | |
| " num_mut = int(xp.sum(mut_mask))\n", | |
| " flip_pos = xp.random.randint(low=0, high=N_SITES, size=num_mut).astype(xp.uint64)\n", | |
| " new_genomes[mut_mask] ^= xp.uint64(1) << flip_pos\n", | |
| "\n", | |
| " pathogen_genomes[new_inf_idx] = new_genomes\n", | |
| "\n", | |
| " return host_statuses, pathogen_genomes, host_immunities\n", | |
| "\n", | |
| " host_statuses, pathogen_genomes, host_immunities = initialize_pop()\n", | |
| " host_statuses, pathogen_genomes = infect_initial(host_statuses, pathogen_genomes)\n", | |
| " data_log: List[Dict[str, float]] = []\n", | |
| "\n", | |
| " for t in tqdm(range(N_STEPS)):\n", | |
| " host_statuses, host_immunities = update_recoveries(\n", | |
| " host_statuses, pathogen_genomes, host_immunities\n", | |
| " )\n", | |
| " host_statuses, pathogen_genomes, host_immunities = update_infections(\n", | |
| " host_statuses, pathogen_genomes, host_immunities\n", | |
| " )\n", | |
| " host_immunities = update_waning(host_immunities)\n", | |
| "\n", | |
| " # 1. Strain Prevalence\n", | |
| " inf_mask = host_statuses == I\n", | |
| " counts_dict: Dict[str, float] = {}\n", | |
| " if xp.any(inf_mask):\n", | |
| " unique_g, counts = xp.unique(pathogen_genomes[inf_mask], return_counts=True)\n", | |
| " # Fix: Site k bits -> Alleles 2k or 2k+1\n", | |
| " bits = (unique_g[:, None] >> xp.arange(N_SITES, dtype=xp.uint8)) & xp.uint8(1)\n", | |
| " alleles = 2 * xp.arange(N_SITES) + bits\n", | |
| " strain_names = [\"\".join(map(str, row)) for row in alleles]\n", | |
| " counts_dict = {f\"Strain_{name}\": c / POP_SIZE for name, c in zip(strain_names, counts)}\n", | |
| "\n", | |
| " # 2. Host Immunity (Susceptibility per Allele)\n", | |
| " # Calculate fraction of population susceptible to each allele j\n", | |
| " pop_kappas = get_kappa(host_immunities)\n", | |
| " # Susceptibility per allele = 1 - (mi * kappa)\n", | |
| " pop_susc = xp.mean(1.0 - (IMMUNE_STRENGTH * pop_kappas), axis=0)\n", | |
| " immunity_dict = {f\"Susc_Allele_{j}\": float(val) for j, val in enumerate(pop_susc)}\n", | |
| "\n", | |
| " log_entry = {\"Step\": float(t), \"Seed\": seed}\n", | |
| " log_entry.update(counts_dict)\n", | |
| " log_entry.update(immunity_dict)\n", | |
| " data_log.append(log_entry)\n", | |
| "\n", | |
| " return pd.DataFrame(data_log).fillna(0)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "source": [ | |
| "## Plotting Implementation" | |
| ], | |
| "metadata": { | |
| "id": "yKPI48Q9FcjS" | |
| } | |
| }, | |
| { | |
| "cell_type": "code", | |
| "source": [ | |
| "def render_timeseries_plots(\n", | |
| " df: pd.DataFrame,\n", | |
| " suptitle: str,\n", | |
| " teeplot_outattrs: dict,\n", | |
| ") -> None:\n", | |
| " for what, row in it.product(\n", | |
| " [\"Susc\", \"Strain\"],\n", | |
| " [\"Seed\", None],\n", | |
| " ):\n", | |
| " data = df.filter(\n", | |
| " regex=f\"Step|Seed|{what}\", axis=1\n", | |
| " ).melt(\n", | |
| " id_vars=[\"Step\", \"Seed\"], var_name=\"Class\", value_name=\"Prevalence\"\n", | |
| " ).astype(\n", | |
| " {\"Step\": int, \"Class\": str, \"Prevalence\": float},\n", | |
| " )\n", | |
| " data[\"Ham. Wt.\"] = data[\"Class\"].str.count(\"1|3|5|7|9\")\n", | |
| " palette = dict(zip(\n", | |
| " data[\"Class\"].unique(),\n", | |
| " sns.color_palette(\"colorblind\", len(data[\"Class\"].unique())),\n", | |
| " ))\n", | |
| " with tp.teed(\n", | |
| " sns.relplot,\n", | |
| " data=data,\n", | |
| " x=\"Step\",\n", | |
| " y=\"Prevalence\",\n", | |
| " hue=\"Class\",\n", | |
| " col=\"Ham. Wt.\",\n", | |
| " row=row,\n", | |
| " alpha=0.8,\n", | |
| " dashes=False,\n", | |
| " errorbar=(\"pi\", 100),\n", | |
| " err_kws=dict(alpha=0.1),\n", | |
| " estimator=np.median,\n", | |
| " facet_kws=dict(\n", | |
| " margin_titles = True,\n", | |
| " ),\n", | |
| " kind=\"line\",\n", | |
| " palette=palette,\n", | |
| " teeplot_outattrs={\n", | |
| " **teeplot_outattrs,\n", | |
| " \"what\": what,\n", | |
| " },\n", | |
| " ) as g:\n", | |
| " g.map_dataframe(\n", | |
| " sns.lineplot,\n", | |
| " x=\"Step\",\n", | |
| " y=\"Prevalence\",\n", | |
| " hue=\"Class\",\n", | |
| " style=\"Seed\",\n", | |
| " alpha=0.7,\n", | |
| " dashes=False,\n", | |
| " errorbar=None,\n", | |
| " legend=False,\n", | |
| " linestyle=\":\",\n", | |
| " linewidth=0.6,\n", | |
| " palette=palette,\n", | |
| " )\n", | |
| " for ax in g.axes.flat:\n", | |
| " ax.grid(True, alpha=0.3)\n", | |
| " if what == \"Strain\":\n", | |
| " g.set(yscale=\"log\")\n", | |
| "\n", | |
| " g.set(ylim=(1/POP_SIZE, 1.1))\n", | |
| " g.figure.suptitle(suptitle)\n", | |
| " if row is not None:\n", | |
| " g.figure.subplots_adjust(hspace=0.16, top=0.9)\n", | |
| " g.figure.set_size_inches(w=5, h=5)\n", | |
| " else:\n", | |
| " g.figure.subplots_adjust(top=0.7)\n", | |
| " g.figure.set_size_inches(w=5, h=2)\n", | |
| "\n", | |
| " sns.move_legend(g, \"center left\", bbox_to_anchor=(0.9, 0.5), frameon=False)\n" | |
| ], | |
| "metadata": { | |
| "id": "RTfdLuU3FgRN" | |
| }, | |
| "execution_count": 6, | |
| "outputs": [] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "source": [ | |
| "## Run Simulation and Render Plots across Condition Matrix" | |
| ], | |
| "metadata": { | |
| "id": "PwC0j0b7OeIR" | |
| } | |
| }, | |
| { | |
| "cell_type": "code", | |
| "source": [ | |
| "N_REP = 5\n", | |
| "N_STEPS = 600\n", | |
| "condition_matrix = it.product(\n", | |
| " [5e-5, 1e-2], # MUTATION_RATE\n", | |
| " [1_000_000, 10_000_000], # POP_SIZE\n", | |
| " [2, 3], #N_SITES\n", | |
| ")\n", | |
| "for MUTATION_RATE, POP_SIZE, N_SITES in tqdm([*condition_matrix]):\n", | |
| " suptitle = (\n", | |
| " f\"Pop Size: {POP_SIZE / 1_000_000}M., \"\n", | |
| " f\"Mutation Rate: {MUTATION_RATE}, \"\n", | |
| " f\"Num Sites: {N_SITES}\"\n", | |
| " )\n", | |
| " display_html(f\"<h2>{suptitle}</h2>\", raw=True)\n", | |
| " dfs = [\n", | |
| " simulate(\n", | |
| " MUTATION_RATE=MUTATION_RATE,\n", | |
| " N_SITES=N_SITES,\n", | |
| " N_STEPS=N_STEPS,\n", | |
| " POP_SIZE=POP_SIZE,\n", | |
| " seed=rep,\n", | |
| " )\n", | |
| " for rep in range(N_REP)\n", | |
| " ]\n", | |
| " df = pd.concat(dfs)\n", | |
| " render_timeseries_plots(\n", | |
| " df=df,\n", | |
| " suptitle=suptitle,\n", | |
| " teeplot_outattrs={\n", | |
| " \"MUTATION_RATE\".lower(): MUTATION_RATE,\n", | |
| " \"N_SITES\".lower(): N_SITES,\n", | |
| " \"POP_SIZE\".lower(): POP_SIZE,\n", | |
| " },\n", | |
| " )\n", | |
| "\n" | |
| ], | |
| "metadata": { | |
| "id": "1L5khsK4L6zt", | |
| "colab": { | |
| "base_uri": "https://localhost:8080/", | |
| "height": 1000, | |
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\n" | |
| }, | |
| "metadata": {} | |
| }, | |
| { | |
| "output_type": "stream", | |
| "name": "stdout", | |
| "text": [ | |
| "teeplots/col=ham-wt+hue=class+kind=line+mutation_rate=5e-05+n_sites=2+pop_size=1000000+viz=relplot+what=Susc+x=step+y=prevalence+ext=.pdf\n", | |
| "teeplots/col=ham-wt+hue=class+kind=line+mutation_rate=5e-05+n_sites=2+pop_size=1000000+viz=relplot+what=Susc+x=step+y=prevalence+ext=.png\n" | |
| ] | |
| }, | |
| { | |
| "output_type": "display_data", | |
| "data": { | |
| "text/plain": [ | |
| "<Figure size 500x200 with 2 Axes>" | |
| ], | |
| "image/png": 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\n" | |
| }, | |
| "metadata": {} | |
| }, | |
| { | |
| "output_type": "stream", | |
| "name": "stdout", | |
| "text": [ | |
| "teeplots/col=ham-wt+hue=class+kind=line+mutation_rate=5e-05+n_sites=2+pop_size=1000000+row=seed+viz=relplot+what=Strain+x=step+y=prevalence+ext=.pdf\n", | |
| "teeplots/col=ham-wt+hue=class+kind=line+mutation_rate=5e-05+n_sites=2+pop_size=1000000+row=seed+viz=relplot+what=Strain+x=step+y=prevalence+ext=.png\n" | |
| ] | |
| }, | |
| { | |
| "output_type": "display_data", | |
| "data": { | |
| "text/plain": [ | |
| "<Figure size 500x500 with 15 Axes>" | |
| ], | |
| "image/png": 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gWrRogUp1vl59+vRpVCoV0dHRpV4THByMt7c3p0+fLpUeHR1dZo265s2bA+dv9uDg4Arj8PLy4vXXX+f111/n9OnTrF69mjfffJP3338fLy8vXnrppcvmZdKkSRw/fpzNmzeXGody7NgxDh065OzO+reLx0PVlQtf6uVVXs1mc6kv/Yu1b9+emJgYFi5ciLe3N8HBwc4v0tqk1Wq5/fbbWbhwIV26dCEpKanWK5abNm1i1qxZbNmypcyYyLy8PLy8vKp0vgvltUWLFmWei4mJYePGjaXSDAZDmTLj4+NDTk5Opa4XFRXFp59+iizLHD9+nJdffpnMzMwys46zs7OZPXs2ixYtKlMWK1ORPXbsGIqi0KxZs3Kfr+440fKMGTOGxx9/nFWrVjlns1f2/srOzsZqtTrTjUYjXl5e1b4XLrj++uvp2rUrq1atqlae/u3ZZ5/lm2++Yc6cOWXGlVVXREREqcdeXl4YDIYyXZBeXl6lxl5WRK/XM2PGDGbMmEFqairr1q3jnXfeYcmSJWi12gqXNbqUY8eOsXfv3sv+HR966CGWLFnCoEGDCAsLY8CAAYwcOZIbb7yxytf8t6KiIm666SYKCgrYuHFjmbF5wtVFVPBqWZcuXcqMffm3ul5YODIykgkTJnDLLbfQpEkTvvvuu8tW8N555x2+//57vv32W+Li4ko9J8sybdu25a233ir3teHh4TUVeqWFhIQAkJqaWub6qampdOnSpcLXjhkzhvnz52MymRg1apSzQl7bxowZw0cffcTzzz9PbGwsrVq1Kve4ispLVQbEHz9+nBtuuIGYmBjeeustwsPD0el0/PHHH7z99tvVXkuuKq50ORB3d/dSSzz06NGDDh068Mwzz/Duu+8600eOHMnmzZt58skniYuLw8PDA1mWufHGGyuVT1mWkSSJ5cuXlxtzTX9JhoeHk52dXer6lbm/RowYwbp165zp48aNY8GCBVd0L1x8jSNHjlQ5L+Vp0qQJd911F5988km5SzJVp3yX93epqHwpVRyHHBISwujRo7n11ltp3bo1S5YsYcGCBaUmrFSGLMv079+/wlazCz/WAwMD2bNnD3/99RfLly9n+fLlzlbVr776qkrXvJjVamXEiBHs3buXv/76q96tPSjUPFHBc6HIyEhkWebYsWO0bNnSmZ6enk5ubq5zsO8FiYmJKIpS6gPw6NGjANVaBNjHx4emTZuyf//+Sx63YcMGnnjiCR577DHnBIuLNW3alISEBG644YZ6swvGhUrojh07Sn2BpaSkcPbsWe67774KXztmzBhmzpxJamoq33zzTW2H6nT99dcTERHB2rVree211yo8zsfHB6BMV9G/W3yh4i/L//73v1gsFn799ddSrR/ldfdV9m96obweOXKkTKvnkSNHypTnmtauXTvuuusuPv74Y5544gkiIiLIyclh9erVzJ49m5kzZzqPLW/SQEX5bNq0KYqi0LhxY+eXcG1RFIVTp07Rvn37UtevzP01d+7cUq2fF9aOvJJ74YITJ05U2PJUHc8++yzffvttueW8KuW7Lmm1Wtq1a8exY8ecXfTluVQ5KiwsrNS6czqdjqFDhzJ06FBkWeahhx7i448/5rnnnivT41MZsiwzduxYVq9ezZIlS4iPj6/yOYSGR4zBc6HBgwcD52deXezCL/V/z9xMSUlh2bJlzsf5+fl8/fXXxMXFXbJ7NiEhodxlG06fPs3BgwfL7VK7IDU1lZEjR3L99dfzxhtvlHvMyJEjSU5O5tNPPy3zXElJCUVFRc7HVVkmpbIuLEJ68Zie1q1bExMTwyeffFLql//8+fORJInbbrutwvM1bdqUefPm8eqrr162dePw4cOcOXPmyjPB+S+Gd999l1mzZnH33XdXeJynpyf+/v5lZgNePG7rAnd3d6Dsl+WF1o2LWzPy8vL48ssvyz1HZcYdderUicDAQD766KNS3YHLly/n0KFDtToT+YJp06Zhs9mc91B5+YSy9xxU/F6NGDECtVrN7Nmzy5xHUZRSXX5VWSYlMzOzTNr8+fPJzMws1R1X2furY8eO9OvXz/nvQgtwVe6F8mL6448/2LlzZ410EV7QtGlTZ2X83+OHq1K+a8OxY8fKvadzc3PZsmULPj4+l6zsVnS/jBw5ki1btvDXX3+Ve+4LM3b/3YWsUqlo164dULqbvbLLpAA88sgjLF68mA8//JARI0ZU6jVCwyda8FwoNjaWcePG8cknn5Cbm0t8fDzbtm3jq6++Yvjw4fTp06fU8c2bN+fee+9l+/btBAUF8cUXX5Cenl7ul/LFVq5cyaxZsxg2bBjdunXDw8ODEydO8MUXX2CxWC45IPzRRx8lMzOTadOmsWjRolLPtWvXjnbt2nH33XezZMkSHnjgAdasWUOPHj1wOBwcPnyYJUuW8Ndffzm7qd9//31mz57NmjVrLjvRYu/evfz666/A+dbLvLw8Z1dybGwsQ4cOBSA5OZmWLVs6u6QuuDDofsCAAYwePZr9+/fz/vvvM3HixFItpuWZMmXKJZ+/oGXLlsTHx5daC+7555+vdB7/7eabb+bmm2++7HETJ05kzpw5TJw4kU6dOrF+/Xpna+7FOnbsCMCMGTMYPXo0Wq2WoUOHMmDAAGcrwf33309hYSGffvopgYGBZQa/d+zYkfnz5/PSSy8RHR1NYGBgueMStVotr732Gvfccw/x8fHccccdpKen88477xAVFcV//vOfKr0X1dGqVSsGDx7MZ599xnPPPYefnx+9evXi9ddfx2azERYWxooVK5zrUP47n1D2vWratCkvvfQS06dP59SpUwwfPhyTycTJkydZtmwZ9913H0888QRwfpmUPn36MGvWrMtOtLgwaL9t27YYDAY2btzIokWLiIuL4/7773ceV5X7qyKVvReuu+462rdvT6dOnfDy8mLXrl188cUXhIeH88wzz5Q65/jx4/nqq684efJktXoQZsyYwTfffMORI0do3bp1qecqW75rQ0JCAmPGjGHQoEH07NkTX19fkpOT+eqrr0hJSWHevHmXHF5Q0f3y5JNP8uuvv3LTTTcxfvx4OnbsSFFREfv27ePHH3/k1KlT+Pv7M3HiRLKzs+nbty+NGjXi9OnTvPfee8TFxZX6W11YIuVyEy3mzZvHhx9+SPfu3XFzcyszfvCWW25x/rgRrjIumbt7DajsivA2m02ZPXu20rhxY0Wr1Srh4eHK9OnTFbPZXOq4yMhIZciQIcpff/2ltGvXTtHr9UpMTIzyww8/XDaWEydOKDNnzlS6deumBAYGKhqNRgkICFCGDBlSaikWRSm7TMqF5QLK+3fxcgVWq1V57bXXlNatWyt6vV7x8fFROnbsqMyePbvUkg9VWSblwntY3r+Llzq4sKxCecsfLFu2zLmCfqNGjZRnn33WuTvGv2O63I4ClLNMClBmSYTHH3+8zA4B5bl4mZRLKW+l/+LiYuXee+9VvLy8FJPJpIwcOVLJyMgod4mOF198UQkLC1NUKlWpJR1+/fVXpV27dorBYFCioqKU1157Tfniiy/KLPuQlpamDBkyRDGZTKXy++9lUi5YvHix0r59e0Wv1yu+vr7KnXfeqZw9e7bUMePGjVPc3d3L5PVyy/Rc6j25YO3ataXeh7Nnzyq33HKL4u3trXh5eSm33367kpKSUqX3SlEU5aefflKuv/56xd3dXXF3d1diYmKUhx9+WDly5IjzmKoskzJx4kSlVatWislkUrRarRIdHa089dRTSn5+fpljK3t/XUpl7oUZM2YocXFxipeXl6LVapWIiAjlwQcfVNLS0sqc79Zbb1WMRqOSk5Nzyete6rPwwnI51S3fFd27FZWvyuyakZ6ersyZM0eJj49XQkJCFI1Go/j4+Ch9+/ZVfvzxx3LzVpn7RVEUpaCgQJk+fboSHR2t6HQ6xd/fX7nuuuuUN9980/m3+PHHH5UBAwYogYGBik6nUyIiIpT7779fSU1NLXXtyi6TcuE9ruhfXe3cItQ9SVGqOOJUcImoqCjatGnDb7/95upQhMvo0qULkZGRZXamEISrSVBQEGPHjq1w6IYgCK4lumgFoQbl5+eTkJBwRbPdBKG+O3DgACUlJTz11FOuDkUQhAqICp4g1CBPT89KLxwtCA1V69atyc/Pd3UYgiBcgphFKwiCIAiCcJURY/AEQRAEQRCuMqIFTxAEQRAE4SojKniCIAiCIAhXGVHBEwRBEARBuMqICp4LjB8/nuHDh5dJX7t2LZIkVWpbqNp0+PBhJEnin3/+KZXerVs3DAYDZrPZmWY2mzEYDHz++ecA9O7dm8cee6wuw3Vau3YtHTp0QK/XEx0dXWpXi4ZIlJOal5qaypgxY2jevDkqlcplZbWmibJS85YuXUr//v0JCAjA09OT7t27l7vNmCDUV6KCJ5QRExNDcHBwqe23CgoK2LVrFwEBAaU+pLds2YLFYil366q6dPLkSYYMGUKfPn3Ys2cPjz32GBMnThQfyLWoIZYTi8VCQEAAzz77LLGxsS6N5VrSEMvK+vXr6d+/v3Mv3j59+jB06FB2797t0rgEobJEBa8eO3fuHHfccQdhYWG4ubnRtm1bvv/++1LH9O7dm0ceeYTHHnsMHx8fgoKC+PTTTykqKuKee+7BZDIRHR3N8uXLq3TtPn36lPow3rhxI82bN2fo0KGl0teuXUtkZCSNGzdm/PjxrFu3jnfeeQdJkpAk6bL7JNaUjz76iMaNGzN37lxatmzJ5MmTue2223j77bfr5PquJMpJ5UVFRfHOO+8wduxYvLy86uSa9YkoK5U3b948pk2bRufOnWnWrBmvvPIKzZo147///W+dXF8QrpSo4NVjZrOZjh078vvvv7N//37uu+8+7r77brZt21bquK+++gp/f3+2bdvGI488woMPPsjtt9/Oddddx65duxgwYAB33303xcXFlb52nz592LhxI3a7HYA1a9bQu3dv4uPjWbNmjfO4NWvW0KdPHwDeeecdunfvzqRJk0hNTSU1NZXw8PBKXW/Dhg14eHhc8t93331X4eu3bNlCv379SqUNHDiQLVu2VDrPDZUoJ5UvJ9c6UVaqX1ZkWaagoABfX99Kv0YQXMq1W+Fem8aNG6eo1WrnpuUX/hkMBgW45ObdQ4YMUR5//HHn4/j4eOX66693Prbb7Yq7u7ty9913O9NSU1MVQNmyZUulYzx27JgCKJs3b1YURVE6d+6sLFmyRElJSVH0er1SUlKiFBcXK3q9Xvnqq69KxTNlypRKX+eC4uJi5dixY5f8V94m7Bc0a9ZMeeWVV0ql/f777wqgFBcXVzme+kCUk7KutJxcrLox1EeirJRVk2VFURTltddeU3x8fJT09PQqxyIIriC2KnORPn36MH/+/FJpW7du5a677nI+djgcvPLKKyxZsoTk5GSsVisWiwU3N7dSr2vXrp3z/9VqNX5+frRt29aZFhQUBEBGRkal44uOjqZRo0asXbuW1q1bs3v3buLj4wkMDCQiIoItW7agKAoWi8X5a/tKGI1GoqOjr/g8VxtRTkoT5aRioqyUVpNlZeHChcyePZtffvmFwMDAGjmnINQ2UcFzEXd39zIfPmfPni31+I033uCdd95h3rx5tG3bFnd3dx577DGsVmup47RabanHkiSVSpMkCTjfxVAVvXv3Zs2aNbRr145mzZo5P9gudKkoikJ0dHSlu0wuZcOGDQwaNOiSx3z88cfceeed5T4XHBxMenp6qbT09HQ8PT0xGo1XHJ+riHJS2pWWk6uZKCul1VRZWbRoERMnTuSHH34oMwxEEOozUcGrxzZt2sTNN9/s/AUuyzJHjx6lVatWdXL9Pn368Oijj9KqVSt69+7tTO/VqxeffvopiqKU+aWt0+lwOBxVvlanTp3Ys2fPJY+50GpQnu7du/PHH3+USlu5ciXdu3evciwNjSgnpV2qnFzrRFkp7XJl5fvvv2fChAksWrSIIUOGVDkGQXAlMcmiHmvWrBkrV65k8+bNHDp0iPvvv79MK1V1xcTEsGzZskse06dPH4qKivjiiy+Ij493psfHx7N161a2bdtW5sM4KiqKrVu3curUKbKyspy/8C93vQvdKZf6ZzKZKnz9Aw88wIkTJ5g2bRqHDx/mww8/ZMmSJfznP/+pzNvRoIlyUvlyArBnzx727NlDYWEhmZmZ7Nmzh4MHD17urbgqiLJS+bKycOFCxo4dy9y5c+natStpaWmkpaWRl5dXmbdDEFxOVPDqsWeffZYOHTowcOBAevfuTXBwcLmLmVbHkSNHLvtB1bhxYyIjIykoKCj1YRwREUFoaChWq7XUr3CAJ554ArVaTatWrQgICODMmTOVvt6VaNy4Mb///jsrV64kNjaWuXPn8tlnnzFw4MBau2Z9IcpJ1bRv35727duzc+dOFi5cSPv27Rk8eHCtXrO+EGWl8j755BPsdjsPP/wwISEhzn9TpkyptWsKQk2SFEVRXB2EIAiCIAiCUHNEC54gCIIgCMJV5pqo4P3222+0aNGCZs2a8dlnn7k6HEEQBEEQhFp11XfR2u12WrVqxZo1a/Dy8qJjx45s3rwZPz8/V4cmCIIgCIJQK676Frxt27bRunVrwsLC8PDwYNCgQaxYscLVYQmCIAiCINSael/BW79+PUOHDiU0NBRJkvj555/LHPPBBx8QFRWFwWCga9eupfZVTElJISwszPk4LCyM5OTkughdEARBEATBJep9Ba+oqIjY2Fg++OCDcp9fvHgxU6dOZdasWezatYvY2FgGDhxYpS10LkVRFPLz87nKe7KFKyTKiVBZoqwIglAX6v1OFoMGDbrkdjNvvfUWkyZN4p577gHgo48+4vfff+eLL77g6aefJjQ0tFSLXXJyMl26dKnwfBaLBYvF4nycn59PeHg4OTk5eHp6OtNlWSYzM5OAgABUqnpfT66QyEfVqVQqUU4asLrKy4Vzi7LSMNX1Z4og1LR6X8G7FKvVys6dO5k+fbozTaVS0a9fP7Zs2QJAly5d2L9/P8nJyXh5ebF8+XKee+65Cs/56quvMnv27DLpmZmZmM1m52NZlsnLy0NRlAZ9c4p8VF1wcLAoJw1YXeUlODgYEJ8pDVVdf6YIQk1r0BW8rKwsHA5Hmf0Eg4KCOHz4MAAajYa5c+fSp08fZFlm2rRpl5xBO336dKZOnep8fOHXdkBAQJlf25IkXRW/UkU+qk6Uk4ZLlJXaJfIhCPVDg67gVdawYcMYNmxYpY7V6/Xo9foy6SqVqsxNLklSuekNjchH1Yly0rCJslK7RD4EwfUadKn19/dHrVaX2Sw7PT1dNHkLgiAIgnDNqnYFLzc3l88++4zp06eTnZ0NwK5du+p0CRKdTkfHjh1ZvXq1M02WZVavXk337t3rLA5BEARBEIT6pFpdtHv37qVfv354eXlx6tQpJk2ahK+vL0uXLuXMmTN8/fXXNRZgYWEhiYmJzscnT55kz549+Pr6EhERwdSpUxk3bhydOnWiS5cuzJs3j6KiIues2vpClhUk6XyTvyAIgiAIQm2qVgVv6tSpjB8/ntdffx2TyeRMHzx4MGPGjKmx4AB27NhBnz59Sl0bYNy4cSxYsIBRo0aRmZnJzJkzSUtLIy4ujj///LPMxAtXkWWF+VtO8f3uZFDgvu4R3N0xXFT0BEEQBEGoNdWq4G3fvp2PP/64THpYWBhpaWlXHNTFevfufdkFQSdPnszkyZNr9Lo1ZeHuZN5cexwvg4ZCq4O3150gq8jG1Pimrg5NEARBEISrVLXG4On1evLz88ukHz16lICAgCsO6mqRb7bxyZZT+LlpmRrflJdujEGSJD7cdIql+1JdHZ4gCIJQz1mtVuc494s5HA7y8vJcEJHQUFSrgjds2DBeeOEFbDYbcH5c2ZkzZ3jqqae49dZbazTAhuz3Qxmcyikh0seNuzo0YnT7MCb3iMJdr+aNNYkcyyx0dYiCUKOyzEWcMxchK7KrQxGEq8Ls2bO5/fbbS6UtW7YMHx8ffHx86NWrF1lZWS6KTqjPqlXBmzt3LoWFhQQGBlJSUkJ8fDzR0dGYTCZefvnlmo6xwfr1QBqBHjpGtw9DpTo/5u6eLhH0jfYnOc/M9N8PYbE7XBylIJTPXpRG/r7PyPr7EbLXPYH91FIc5rItCYqi8FvSQW786xNu/OsT+iz/kD7L5/PewQ3kW83lnFkQhMpasWIFEyZMcD62Wq1MmjSJSZMmsW7dOux2+yV3ZxKuXdUag+fl5cXKlSvZtGkTCQkJFBYW0qFDB/r161fT8TVYyXkl7EzKRa9RMbDF/7qtJUniuf7N2Z+Wz8mcYt7beJIneke7MFJBKKskaQ3n1j+F4rAgAYpsw65oSU/8Au8uT+He7FYkSYVDlnlhzwr+SDpEgc2Cu1aHJEG+1czHh7ew6PhuZnYYyMCwFq7OkiA0SMePH6ddu3bOxxs2bKC4uJhXX30VnU7HnDlzuPvuu10YoVBfXdFOFj169KBHjx41FctVZf2JbDwNGto38sLToC31nK+bjlkDWnDPoj18tT2J3k396RTu7ZpABeFfSpLWcW7906DI6APicG82HNlWQvbBH6HoOLnbXqP45B/49nydt4/vZ/HJPWhVaqa168voJnFoVWo2pp9k3v71JBXlMG3bf9nW+DRPte2LTl2zm+coDiuyJQ+VwQdJdU1szCNcY2w2W6nVKv755x86dOiATqcDoHHjxmUW+xcEqGYF79FHHyU6OppHH320VPr7779PYmIi8+bNq4nYGrRVRzPJLrbRu6l/uc9f39iPe7pE8NPeFKb/cZBl47vgoRdfUIJr2fPPkL3pOWTzOUyt7sK720wkSYUsyxR698YjbyN5O+diSdvJd78/xpe0xFPvziudhtAvtLnzPH1CoukV1ITPjm7l7QPrWHZqPycLsnmj81D8DO7Vjk9xWDEnb6Tk9AosGXtwmM+BLAMyKrdgdD7N0Id0wRhxAxr3kHLPkW0pZm3mSfJyT2CVHVgcdjx1RgIM7sR4BdLM0x+NSl3tGAWhJoWHh7N9+3aioqIAWL58OfHx8c7n09PT8fHxcVF0Qn1WrRrFTz/9xK+//lom/brrrmPOnDnXfAWv2Gpnf2o+XkYtPRv7VnjcYz0bszYxizM5Jby59jjPDxTdWILrKLKd7A1PodgKcYsaiHfX55Ck/w3TlSQV7s1vwxjWnQOrn+RI+lnUOnfujexbqnJ3gVql4v6Y7sT6hvLMjt9ZlXKUu9ct5M2uQ2nlXfWtBEuS1pK3/Q1suYlIWncU2Y6kUoOkBllBLsmkODcRc+pWcre+gjHiBtybjcAQ1pNih4PFJxNYkXyEhOxkDKjJspcQZDCRay3BTaNzTgzx1Bpo5uVP35Bm9AxuQmMPX7FupeAyI0eO5NFHHyUpKYlDhw6xdetW5s+f73x+9erVxMXFuS5Aod6qVgXv3LlzeHl5lUn39PQUs3mAhJR8csw2ov3cifBxq/A4N52GN4a24t7Fe1i8J5n4pn70iS6/xU8QaltR4jKs2YeR1EZ8us86X3kqh9qjEe/53MSGvO10UjIZfOQNzGGNMIRdX+7x3QIjWdDrDqZu/YUTBdmM+vsbXuw4iOGRbSoVl8OcTd6OuRQd+wlJY0Tj3RS3xkMwhF2HxjMSld4b2ZKLozAFa9Y+Ss6ux5y8CXPqNvJO/sVv7p35Sd2EJFlLgNETBWji7sPtwe1x1+rQqtTkWc2cKszmcG46eVYzWzPOsD8njVcSVhHjHUSPwCi6B0bR3i8MD63+f7EVZ1J86k+MjeLReEZU+T0XhMuZPn06KSkpzJkzB3d3dz7//HPatm3rfL5169b06tXLhREK9VW1KnjR0dH8+eefZRYXXr58OU2aNKmRwBqy3cn5GDRqOjbyvuyxsaFe3N0pnPmbT/Hq6mPEhnri66ar/SAF4SKyvYS8PR8AEt6dH0ftFljhsRvST7AnNxMP70iedtfA2T1kr38Knx4vYozoW+5rIjx8WNDrDmbs/IM1qYm8uGcFCdnJTG93wyXH5ZWc3UD2xmdQrAVIOk9Mrcfj2XYikrr0PaI2+KI2+KLzb4NHzB3k557m+53f89uZgySUmJhgWc1mfQvGm/yJbzcYlb4FQUHBqFSlFxKQFZmkoly2ZSaxLvU4WzJPkVKUx3uHNvLjqb0U26108A0lTmOmdd5uonP3oMeGYivEM/bByr/hglBJer2eTz75hE8++aTc52+66aY6jkhoKKq9VdnkyZPJzMykb9/zH+irV69m7ty513z3LMC2Mzk4ZIWO4WVbOcvzYPcotp7OYeuZHJ5dfpj3b2nrXFZFEOpC0ZHFKOZc1B4huDUZVuFxNtnBqwmrKbRZeKTV9bSJ6UbOFjeKjv1E1tr/4Nt9Ju7Nyl8L00Or5+2uN7Pg2A7e3L+GH04mcCQvk+fi+tPSu/TWgordQt6e9yg8/D0ooPFuiu/1L6PzjblkPsx2Gz+c2svXidtJzLfj7xtHa8lKS2Qm5O+C5HSUnPVYJAN5LW7FPbIvWt8Y5wQNlaQi0sOXSA9fbm8cS7Hdyo6sJDalHGFrykEOFGdRkLOTt1X+DLIlsk/TjHCjiZE2L26r4nsuCFWxatUqdu3ahYeHB7GxsWKCo3BZ1argTZgwAYvFwssvv8yLL74IQFRUFPPnz2fs2LE1GmBDY7XLHEovQJKgfWjlKng6jYoXboxh9Dc72XYmh4W7k7mrY6NajlQQzpMt+eQnfAKSCq/2U5DU2gqP/fHUXrLMRYS4eTK+WWcklQaf62aDSkfxid/I3vw81nOH8e48rdzzqCQVE5p3oZV3EM/tWs6WjFPcve47xjXrzKTm3TBotFizD5O9eRb2nEQUexGe7e7HM27yJePKsRSz7PR+Fp3YzbH8TPz17sR4BfFwqx4MCotBrVJhyztB4dGllJz+CyU7kaLD31G47yNUxgB0Pi1Qe0aiMfoC///jSpGxF6XR4twBmhalcGdxJjn6YE5LdmJ0OvaYupKr6DBrjWSbRM+FUDuKiooYPHgwW7ZsITg4mJSUFEwmE506deLHH38sd7iUIMAVLJPy4IMP8uCDD5KZmYnRaMTDw6Mm42qwDmUUUGJ3EOKpJ8LHWOnXRfu780y/Zjzz+yHmrD5G2xATsZWsIArClSg49A2KowStVxOMUQMqPC7fZuGdg+sptFt4Jq4f7v8/Fk2SVPh0exatVxS52+dQdPxXbPmn8Ov1GmpD+ZOMugVGsrjPWN7Y9zerUxJ5e/96ViUfZaxbMR1PfY+qJBWdbyu8u83AEHpduedQFIWDueksPrGbVSnHSC7OI9DgQYxXIA+27MHgRjGlZsNqvZrg0/kJPOMmk3bwdwx52zEnr0exmzEnr0dKM6AoDlAcSGojsjUPlcEP2ZyF2hiAzrclkRF9iWkUz9DAOCRJRUpxHjuyztLGp+qTRgShMmbMmEFBQQGJiYk4HA7atWtHRkYGI0eO5PHHH+ezzz5zdYhCPXXF63KIvWdL23U2jxKbTNtgzyrPvLulTTBbT+ew+lgmjyzdx4I72tPEr/pLSpQn32wjJd+M1a4Q4qnHz63iVhHh6ucoyaJg/5eAhFfH/5SaNftv3yUlICsKbXxCuDmidannJEnC1OputN5Nyd7wDOYzq8n44y68Oz+JMbxPuefz1bvxaqebWJ92nNnbf+Z02j4+NyfxnqYFHXyvo2ubETRSh+Cfl4GEhF1xkGsxk1ycR0J2CpsyTlJotZBWUkCImyfXBzXmjqYdGBjWAu0lljmR1DrUQT3waXsLkgT23ERsucexF5xFsRXgbMEDVAZfNJ5R6PzboDb6lTlXqJsXwyLEDzGh9vz000988cUXREREcOLECQC0Wi0zZ85k4MCBLo5OqM+qVcFLT0/niSeeYPXq1WRkZKAoSqnnHY5rd/utHWfzMOk1dI6o+rpEkiQxe2AL0vItrD95jkeW7efzkbEEexquKKZiq53fD2Xw15EM9qUWcK7YipdBg82h0DHMk97hRkb5+mPQVWvnOqEBK9j/BSgOdP5t0YdWPKbnVGE2i87uR61WM61tH1QVVAQNodcRMOgrstc/hS37CFmrHsIQdj1uTYeh9WmOxjMCleZ8y7ZsK8aStpVWR3/i48y/+a+6CX9o/Cn0iOJHm4r1h7ZSaLNg1Gixy+eXMFFLKorsFrx0RnKsJYQYTdzTrDOjmrSndTVa0SRJhdanOVqfssu8CEJ9kJmZSfPmZcunp6cnFovFBREJDUW1Knjjx4/nzJkzPPfcc4SEhIg1ov6fLCvsPJtDgcVO+zDPap3DoFXz7i1tmPRDAvvT8hm3aDef3h57yeVWKqIoCn8nZjHn70Ryiq1kFFoJ9NAR6mnAU6/h+Lki9iTns+lkFt8dyOGZG5oT39RP/D2vEfaCsxQe/A5U6v9vvav47/7ugQ0YVRriw5rROeDSy4FoPSMJHPQ1+fs+p/Dg11jStmNO3oCk80SxF6P1aoKjJAsUGUfJOVQGHwxaI+OatOfBdg9wwKKwIyuJw3kZnC7ModBuwSHLqJDwN3rgr3ejlXcQnfzDifUNrfHdMQShPgkODiY5OZnIyMhS6R9//DGdO3d2UVRCQ1CtT8aNGzeyYcMGsbjivySeK8LuUAj1NNDcv/pjEr2MWt67pS13fbeLzEIr477fwzvD29AutPKVxpPninltTSI7knLIKrLSLsSTKb2acEN0AKFe51sE0wss/HEojU83nyCr0MbkZfuIb+rH8wNaEOChv8wVhIauYN+noFJjCO2OPrB9hcftzDrL78mH0CoSj7Wq3HpbklqHV9yDeLQYSeGxZVhSN2MvSMJhL8FRnIFsyUWl90bn2xxD5EA8Wtzu3Hmiowk6+otJRoIA0KtXL/744w+uu+78WFSz2UyzZs3Iy8tj1apVLo5OqM+qVcELDw8v0y0rwO7kPDIKrQxu6X3Fy5wEmfQsHtuRx37ez9rj53jgxwSmxjfllrYhqC9x7pxiK5/8c5ql+9JIzTcT5mVg+g3NGN85HL2m9LikIJOecZ3C6R2i5Y/TZuZvOcOWUzmM/mYn7wxvQ5uQ6rVCCvWfLTeRwmM/Ial0eLZ/tMLjZEVm3oF1eGkNDPRrQqRH1YYeqI1+eLWbCO0mAuAw5+IoPIukdUNt8EfSmUSLsSBcwquvvurca9bb25snn3ySJk2acNttt+Ht7e3a4IR6rVoVvHnz5vH000/z8ccfO/fHE84vcBxk0tOlGuPvyuPrpuPj22N55o9DrDt+jid/O8j3u5MZ1DKQHlG+tAjwcFYkMwst/HIgje92JnMiuwg/Nx23x4byWK8mhHtfejavUaviweuiGNQyiGeXH2bjyWzu+yGBlwa1pG8zsbPG1Sh/9/tIKj3GyH7ofCveIu+Ps4fZknEaX50bd0XEXvF11QZv1AbvKz6PIFwrwsLCCAsLA8DX15dXXnnFxREJDUW1KnijRo2iuLiYpk2b4ubmhlZbeiZmdnZ2jQTXkCiKwqaT58gpthFXha7UyzFq1bw5tDU/JKTw8T+nOJldzIsrjhJo0uOQZaJ83UkvMGO1y2QV2/AyaOgR5cvU+KZ0Cveu0rWa+Lnz2chYnll+mLWJWTz4YwKzb4xhdPuwGsuP4HrmlC0Un/oTlc4Lr/aPVHicxWHng4Ob8NEZeajldfjoKr/sjyAINWfFihW88MILpRY6njlzJj179nR1aEI9Vu0WPKG0pNwSzHaZAA8dbYJrtmtTrZIY3T6Moa2CWHE0k40nz7H9TC6pBTaSckvIK7FhMmjoG+3Pbe1CGNgisNpdxG46DXOHtmbO38f4ISGF19ckYnU4GNtJ7LN5NVAUmfzd7yJp3XGPuQONqeKxbktOJnAkL4Omnn6MbhxH7rlr74ebILjaypUrGTp0KGPHjmX48OHMmjWLfv36MXToUL766ituvvlmV4co1FPVquCNGzeupuNo8Pak5JNVZKVXUz90mtpZbsRdr+GWtiHc0jYEm0MmrcBCVpEVd52aQA893saaWdNOrZJ45oZm+LnpeGNtInPXnUBRJMZ1Dq+R8wuuU3zid8xpO9CYwvFsM6HC4wpsZr44+g/+BnemtO4lZqoKgou88MILzJgxg5kzZ3LixAlmz57NU089RVhYGC+88IKo4AkVqnZN5Pjx4zz77LPccccdZGRkALB8+XIOHDhQY8E1JLuT8/AyaOhSxW7R6tKqVYR7G2kf5kXzAI8aq9xdIEkSD1wXxVN9m6FRSby06ihfbjtTo9cQ6pZsK6Zg36eo9N54tLkHlb7iluZvE3dyujCXUDdPBje69P6vglAVinztrpNaHbt37+a228rudNyzZ08OHjzogoiEhqJaFbx169bRtm1btm7dytKlSyksLAQgISGBWbNm1WiADcWWU9lYHTLtw66uVe3v6xbJA90jMWhUfLDpJF9tF5W8hqpg/xdYs/aj8QjB1HxkhcedMxfxTeJO/A3u/KdNfIWLGgtCZdlyU8le+R5J7wzn+DNtOfP2MDKXzSZ/xzKsGSfEqgyXoNVqUanK3oOJiYnOyReCUJ5q9bs8/fTTvPTSS0ydOhWTyeRM79u3L++//36NBddQZBVZyCi0olOpaHcVLi0yqVsUapWKV1cf4421x4n296BH4/L3GBXqJ1veSQoPLURl9Me78zQkTcXrHH5+dCtpJQVcFxhJr6AmdRilcLVRZAf5/yzi3OoPsZ87jdozEFCwZSdhST6ApDUgqTXoQ1vi2/9RjNHdxbI5/xITE0NCQgIxMedb0h0OB9999x0zZ84Uw6WES6pWBW/fvn0sXLiwTHpgYCBZWVlXHFRDszs5H7PdQWyoFx76q3Os0oQuEaTlm1m6L5XJy/bx5ag44q6y1sqrlaIo5G5/E0dRCm7NbsMQdn2Fx54tymXJyT346d2Y2qa3+LIVqs2el0bmkqcpOrIetZs37m0G4tX9DvShrbBlnsCctBfzmQRKjm/FnLSP1K8exBDZAZ/4ezE263FFZU9RFOzZSZSc2IY5aS9qD3/Ubt5Iag0qNx+MjTui8QyswdzWnokTJ7J//35GjRoFgNVqZdq0aTzwwAPMmDHDxdEJ9Vm1aiPe3t6kpqbSuHHjUum7d++ud03Gubm59OvXD7vdjt1uZ8qUKUyaNKlGr7E7OQ+HDO1rcHmU+uiJ3tEk55tZeSSTJ387yKe3xxLlW/Ut1IS6VXJmFZb07ahN4Xh3mnrJYz858g85lhIGNoqhg9hNQqgmuSCTlAX/wVGQgdYvAr8bp2JqPwzp/7satT6huDU//0PDnp9B3qZvyN34FSUnt2M+tRNtUDS+NzyEe0xvpCpM8LGkHaNg968UJvyBXJKHPS8dtWcgjsIs1O6+yOZCJK0eSVKj9gzA2Lgz+tCWgILKYMLYuBMa3/B69cPm3nvvdf5/48aNKSwsxGC4sv3JhWtDtSp4o0eP5qmnnuKHH35AkiRkWWbTpk088cQTjB07tqZjvCImk4n169fj5uZGUVERbdq0YcSIEfj5+dXYNXYk5WLUqujQyLvGzlkf6TQq3ripFfeb9/LP6RwmLt7Dt3d2INhTfNjUV7KtmLwdbyGXZOHddQYaj9AKj00pzuP3pIP46t14tJVYX0uoHsVuo/i3WZCfjtY7hLD7vkbjHVzh8RrPQPwGPY5ntzvI37aE3E1fY007Rtp3j6HxCcPn+vF4xA1BbSz7A1qx2zAn7cWec5bCQ2sp2vcnks4NuSgbjVcw7m0GYIyMw3ouCRQFxVKAoyQf89l92PPSKNjzX/K3LUFl9MRReA6NZyCyuRBtQBRuzXvhaBwPga5v6VMUhVWrVnHo0CHgfLdt//7961VFVKh/qlXBe+WVV3j44YcJDw/H4XDQqlUrHA4HY8aM4dlnn63pGK+IWq3Gze18K5PFYkFRlBod0FtosXMko/CqnGBRHjedhneHt2Hc93tIyS/hnsW7+Xxke+f+tkL9krvtFRwlmegD4zC1uvuSx358eAt5VjM3hEQT4+36LzWhYcrd8Dm2U9swBDe7bOXuYlqfUPwGPoZ3z3vI++d78jZ+jSM3lcxfXiDzv6+gC2mBLrApKp0bSBJySR4lxzYh2204CrJQm/xRFBlT6xvwaDcYY9NuqHTlfy7JliIsyQcxn92HJfkgKr0btuxkrCkHURQZR0EWOX9/iGz8HiWqA54dhuEWE4/GVPc7+yQmJjJ8+HCOHTtGePj5paqSkpJo3rw5y5YtIzo6us5jEhqGalXwdDodn376Kc899xz79++nsLCQ9u3b06xZsyqfa/369bzxxhvs3LmT1NRUli1bxvDhw0sd88EHH/DGG2+QlpZGbGws7733Hl26dKn0NXJzc4mPj+fYsWO88cYb+PvX3E16IL0AtUqiua87fu66GjtvfebjpuOzkbFM+iGBhJQ8HvxpLx/f1k605NUzJWdWU3z8NxTZjne3mUjqisvn4dwMfj2zHx+dkcfaxNdhlMLVxJJ6hNz1XyIZvfC/aXqlK3cXU7t54dv3AbyvH0f+9h/J3fQNjvwMLEl7sSYfBAkUuxWV3gPZUojWPwp9SAz6kBZ49bgbXUDjy15DpXfH2KQzxiadS6UrdiuOknysGcfJ2/Yj+QdWU3zobyxn98GvL+EW0xuPln1wb90Plb5uhqfce++9hIWFsXr1aoKCggBIT0/n7rvvZsKECaxfv75O4hAaniuaERAREUFExJXtcFBUVERsbCwTJkxgxIgRZZ5fvHgxU6dO5aOPPqJr167MmzePgQMHcuTIEQL/v+k8Li4Ou91e5rUrVqwgNDQUb29vEhISSE9PZ8SIEdx2223OG+VK7U8t4FyxlQEtAmrkfA1FoEnPp7fH8sBPezmcUch9PySweGwnjFq1q0MTAFveCc5teAZUGrxiH0AfGHfJ4987tIECm5XbotrR0rtm7g3h2qLYrWQsnYkjLw1du5txb93vis6n0hnx7nE3Xt3vxJJyEGvaUex5aai0RhSHDQBjdHf0Ya2dY/uulKTRoTH5ozH5Y2jcGeXkYQxJmyk5vJbi4/9QfHgthQm/o/EKxqvbaAyR7TE27VarXaXbtm1j69atpb6zgoKCeOutt+jcufMlXilc6ypdwZs69dKDsy/21ltvVfrYQYMGMWjQoEuea9KkSdxzzz0AfPTRR/z+++988cUXPP300wDs2bOnUtcKCgoiNjaWDRs2lLtwJJzvxrVYLM7H+fn5AMiyjCzLznRZllEUhX2peQS664kN8Sz1fENxIR/Vid3fXcuHI9ow8pudJOWaeeq3g7xxU0u06rpfN+1K8lFVKpWqyuWkLsuGozidzJX3ozhK0PrE4N5y7CWvfyg3nQ1pJ/DTu/FIy+vLPdYV+agtdZWXC2uX1eeyUpNy1n+JNf0YmsAm6Hs9WKP50IW2QhfaqtznFECphfdMlmUkNx88rx+Pd68JWNOOUnRwNXn/fI9sLiTr99dRG70wRHfHu+c9ZVoDq6K8de4uiIqKIi8vr0x6bm4uTZs2rfY1hatfpSt4u3fvrtRxNflLxmq1snPnTqZPn+5MU6lU9OvXjy1btlTqHOnp6bi5uWEymcjLy2P9+vU8+OCDFR7/6quvMnv27DLpmZmZmM1m52NZlsnNzWXzyXNkFdsI0VqdO3o0JLIsk5eXh6Iol/yQuZTne4UybcUplu5NBpuZp3s2QlXHg39rIh+VFRwcXKVyUldxASjmLCzbp6NkH0Xl1x6l3QtkZucD+RW+5uMjGyi0mOkbEom60ExGobnMMXWdj9pUV3kJDj7fPVlfy0pNkguzKFj5AXJJLm59nyTfpkLKyGhw+bhYmb+Hyhva3IoxZijWhJ8h7RC2E1ux7v6NgiMb0LUcgL7DbagDql7pulBWyvPuu+8ydepUXnrpJbp37w7Ali1beOaZZ8S+8MIlSUo9WkJckqRSY/BSUlIICwtj8+bNzoINMG3aNNatW8fWrVsve85t27Zx3333OSdXPPzww9x///0VHl/er+3w8HBycnLw9PzfLC5Zlkk4kcz9v59Cq1ax5oHutbYHbW2SZZnMzEwCAgKu6MP4n9M5PPbrAaw2mR6NfZk1oDn+dTgmsabyURkVteBVVE7qKi7ZVsy5Vfdhy01EZfDHv998NKZL7x98KDedMeu+Q6NSsSj+bpp6lj+7vC7zUdvqKi+XasFzdVmpaef+epv8Ld9hiOxA4Nj5ZGVlNch8XKwyfw9bTgo5az6iaO+fOPLTUXsGoPFphDGqI1697kXrU/Gs9Ytd6n1Sq/837OXir2tJkspMGGyorb9C7bg6V+W9SJcuXSrdhQug1+vR68uu8q9SqcrchEfPmckqstGjsQ8GXcN9KyVJKjd/VXFdYz9eGdSSh5fuZePJbEZ9s4uXBsXU6Y4XNZGPyqpKOamruHK2voA1cy8qvSeBAz9F43HpNSkVReH1/WspcdgYEtqKZt6XHkdal+9vbbvWy0pNsheeo2DrEuSiXHx63oNarW6Q+SjP5fKh92tE8G0vYe46itxNX1N8aA2W07ux5ySTv30JGp9GGBq1RaUzgiKjC26B9/VVW0ps2bJlNZEV4RpU7VrJjh07WLJkCWfOnMFqtZZ6bunSpVccGIC/vz9qtZr09PRS6enp6Zds0q4rh7OK8XPTEhd69S+PUhn9mgfw2cg43l5/gp1nc3n0532Mjgvj1nYhRPmcn3GWkJqPl0HDsawisottrDySSVqBma4RPnSO8Cbc20ix1UGAhw5voxZft2tjZvKVsBcmk7frXYqP/xdJ74l/n3cuW7kD2H0umZ1ZSfjr3Xkurn8dRCpcjfK2fI/isJ2fldrsumtyX1lDeFuCR7+BLTuZ7JXvYj13BvPJ7TgKssj/53vUXkHIRTmoPQNxb9kbrV/lJycOGzasFiMXrmbVquAtWrSIsWPHMnDgQFasWMGAAQM4evQo6enp3HLLLTUWnE6no2PHjqxevdrZbSvLMqtXr2by5Mk1dp3qSkgrosBip+1VuP9sdfVs4kfXCB9mrzzCn4czeHfjSRbvScZil9FpVOSb7Ri1auyyAiioJIliq4PkPDPf7TqLh15Dsc2Bm1aNrCgEuOsJ8NChAC8PiqGJn7urs1irHOZcio4swlGcjqR1B0VBZfBB4x6MozgDc+pW9MFd0HiEoDhs5O/9GHv+KSStCdR6vNpPQR9cucHe3x7fiV2WGRLREt86WvJBuLooskzhnv/iKMrGu9e95XYbXku0vmEEjXoNAPPpPWT9Pgdd+6HYspNxFGbi2XkkGp/6tduTcPWq9kLHb7/9Ng8//DAmk4l33nmHxo0bc//99xMSElKlcxUWFpKYmOh8fPLkSfbs2YOvry8RERFMnTqVcePG0alTJ7p06cK8efMoKipyzqp1FatdJinPglGrpm2IyaWx1Dc6jYoXB8bQp6k/S/el8s/pHErsMnqNCr1GhUYlIQFqlQqjVk2gh55mAe4cySikwGJHq5Lw1GvIKLKQVmDmVE4xOrWKoZ9vo1WQBy2DTOSa7ew4k4PZLqNVS6gliRa+WqIC8mgdbGJwy0DcGli3ucOcS9aKe7EVnEUuyURl9EcuyUJlDECx5iNpPZAt2ZhTNgMKyHYkrQdIGgzBXfDqOAWtd+UWPT1RcI6VyUfx0Om4u2mn2s2YcNUyJyVgL8hC5xeBW4xYP/Fihsg4Gj20yNVhCNewan0DHj9+nCFDhgDnW9mKioqQJIn//Oc/9O3bt9wZYxXZsWMHffr0cT6+sBzLuHHjWLBgAaNGjSIzM5OZM2eSlpZGXFwcf/75Z42tY1ddR7OKKLA6CPXSEyoW+C1DpZLo1zyAfs0DKDDb2ZOSh7tOTbDJgF2WifBxQ1GUMrOubQ7ZucxKWr6Z9Sey+fNwBvvS8sk32zmZXczOs3n4uGlJL7AQ6KEnp9iGTq1iw+kStpwtRpLgh4QU3hjaimCTocFMfslP+ADruQNIGnd0/m1R6Uw43AKQVFpsuSUgqVDpvUFSASpQ7Bgj+uHVfjIaU9X2jf3o8GZsioN+Qc2I8PCplfwIV7/Cvctx5KVhip+ISlt2nKEgCK5TrQqej48PBQUFAISFhbF//37atm1Lbm4uxcXFVTpX7969L9ukP3ny5HrRJXuxA2kFSEi0DjaJ/QAvw2TQ0LNJ2dmZ5b1vF6+hF+xpYGRcKCPjQrE5ZPal5rP+RDZfbj+Du1bN8LYhtAvx5HhWESU2B7kFRdgkDcfPFbPjbC43f7kdCRjUMpDRcWH1uivdnLyJoiNLkHReBAz4BH1AbKnn/10Zlq0F57tv9VXP077sVH5POoRJq+f+FtddcezCtUmx2yjcvxKNdwim2CGuDkcQhH+pVgWvV69erFy5krZt23L77bczZcoU/v77b1auXMkNN9xQ0zHWSwkp+UgS18T+s/WBVq2iQyNvOjTy5rFeTco8L8syGRkZBAYGkpJv4YEfE0grsJBRaOWvwxks2ZOCt1HLf3o1YWCLQFLzzby17gQJqecXEA3y0GOxn1/i5aZWQeg1KnzddIR7G2s9b4oik7frbRSHBbfIAWUqd1C2MqzSVX9YwGdHt6IoCkPCW4o9Z4VqK07cjD3rFBq/CAyNRTe/INQ31argvf/++84FOmfMmIFWq2Xz5s3ceuutPPvsszUaYH11ML0Am0MhJtDD1aEI/9LI28jP93QhJd/Mfw+m8+W2Mxg0KrKKrLy+JpG5645jtcuU2GVkWcFDr2FfWgEB7joWbE9i+eEM8kps+Lrp+HVCFwJNtdv1ZE5ai/XcQSSdF96dn6zVay09tY9VyUdx1+qY1Lz75V8gCBUoOrgalbsvpvY319hWYULFcnNzmT9/PtOnTy/1/4JQkWpV8Hx9/7e2mUqlcm4Zdq0ottpJzjPjoVOJCl49pVGriPBx4+EejXnouiheXHmMZftTkYBzRVb83XXoNCpUkkTbEE98jFryzef3t9ydnIdGJRFk0mOrg4VDzan/gKTGvdmtqN1qr0Utz1rC/EObkFHoGhBJmLtofRaqR1EUig6sQi7Jw11MrqgT2dnZvPLKK0yfPr3U/wtCRapVwevXrx933XUXI0aMKLUS+7Vi25lcCix2gtw1Yp22BkCSJGYOaM7MAc3JKrKw4UQ2fm46ukX6lDsBQ5YV9qTk0SrIhEGrLueMNcuSvgNJpcUQWrstap8d+YfD+RkEG0zMFOveCVfAmp6IbLOgNgViCG/r6nAEQShHtdrVW7duzfTp0wkODub222/nl19+wWaz1XRs9ZbJoGFQTCA3RovZhw2Nv7ueW9qG0KupX4Wza1UqiQ6NvOukcucwZ2PPO4Ui29H5194X5bq043yduJNgg4mXOw0m0CiW9hGqr+T4PzgKz2Fs3AlJI37kCkJ9VK0K3jvvvENycjI///wz7u7ujB07lqCgIO677z7WrVtX0zHWOx0befP2za25t4Nrl2oRGj5LyhYAdIHtURu8a+Uah3MzeHLbf8mzmlGAPiGVWytPECpSfGQ9aqMXbtFiHKcg1FfVHhmrUqkYMGAACxYsID09nY8//pht27bRt2/fmoxPEK5q5vRdyNZ8DCHdauX8VoedWbv/5JyliECjB7/0m4BWVfstk8LVy1GYTfHRjSiKLBY3FoR67IqX+k9LS2PRokV8++237N27ly5dutREXIJwTXAUpaEy+KH1iqrxc1sddq777T0AwoyeLO03AX/D1b3Vm1D7ig79jaTRoQtqjtYn1NXhCIJQgWq14OXn5/Pll1/Sv39/wsPDmT9/PsOGDePYsWP8888/NR2jIFy17PmnkM3ZqN2DAVh8Yg9dfp1Hl1/nISvlz+A9mJvGMzv+YEXykUue+/7NP1Jkt1Jkt/JypyGicifUiOIT21FsZjzaDnR1KIIgXEK1WvCCgoLw8fFh1KhRvPrqq3TqJBa5FISqUhQFxVaA2uiH2hjA6cJs3ti3htOFOfjojZwuzKGxyQ+b7OBwbgYtvQOZsHExe84lY5dllp3ey2/9J9LU07/UObMsRUzcuISDOWm4aXQMDm9Jz+Cyi0MLQlUpdislx7eCpMYQ2d7V4VxzLl7wXOygJFxOtSp4v/76KzfccAMqsbilIFSbbMnDUZIFkhq1WyDv7lhOprmQUDdP9GoND2z+iZvCW/LZka2UOGyYtHpkRSGjpBA//fnWuFtXf8UrnQYzOLwlZruNqVt/YVPGKRyKjLtWT5+QaF7tJLaREmpG8dGNOPLTz+9eISp4dSoqKoqDBw+W+X9BqEi1Knj9+/fHbrfz999/c/z4ccaMGYPJZCIlJQVPT088PMTiv4JwOY7idCStCZXBhxIFNqafJMhoYmhEK744uo0iu5X3Dm6kyGbFR2/knKUYd42ORu7eBBlNnC3KRZLg8W2/sCMriR9PJeCQZRwoFNmt+OvdmRHbz9XZFK4iBbv/iyI7MMXeJHavqGMqlYpGjRqV+X9BqEi1KninT5/mxhtv5MyZM1gsFvr374/JZOK1117DYrHw0Ucf1XScgnDVsWUfQrbkoA+IZUvGac5Zimnk7s39LbqzIvkoJXYbKiTcjTq0KjVuGh251hImNe/Ko617km+1MOCvj7E47Px8ej82WUYlSbipNOhUahb3GSvG3Qk1xp6XTuHB1aj07pjaD3V1OIIgXEa1KnhTpkyhU6dOJCQk4Ofn50y/5ZZbmDRpUo0FJwhXM0v6TlRaD9TBnXl6+29464zE+YYSaDTx54BJJGSnMnHjYry1RtYPfpjE/CzWph1nfLPOqCQV3noj38bfyeg131Bot6BVqWnjE8yXPUejQsKg0bo6i8JVpOjgarBb0EW0RxcQ5epwBEG4jGpV8DZs2MDmzZvR6UqvYB4VFUVycnKNBCYIVzt7QRKKbOOY2h+Hkk+WpZjWPudn07pr9VwXFMV3ve8iwOCOJEk08wqgmVdAqXNEe/phUGuwyQ7GNO3A9NgbXJEV4RpgSTuKpDHgFl07azYKglCzqlXBk2UZh8NRJv3s2bOYTGILJEGoDEdxBpKkIk/tQa7VjL/enXubl15Hsr1f2CXPoZJUfNTjNjaln2R8M7EGpVA7FNlB4b6/cJTkofEOcXU4giBUQrVGyQ4YMIB58+Y5H0uSRGFhIbNmzWLw4ME1FZsgXLXsBUk4ilJBpSVZ1uCnd6NPSFNUUtVvyXa+oTzYsgdG0SUr1BK5pADFWoLa3QePtje6Opxrls1mIzU1ldTU1Gtq/3eheqpVwXvzzTfZtGkTrVq1wmw2M2bMGGf37GuvvVbTMQrCVSd74zPYC5OR7RY+PLabbGsJgUbR+i3UT7K5AMVuQVKpUbt5uTqca86SJUvo1q0bbm5uhIWFERYWhpubG926dWPx4sWuDk+op6rVRRseHk5CQgKLFy8mISGBwsJC7r33Xu68806MRmNNxygIVx2HJR+1MYAMrQ/5NgtqSbpsd6wguIpsKUTSuaHxDHR1KNecDz/8kCeeeIJJkybxzDPPEBQUBEB6ejqrV69m3LhxZGVl8fDDD7s4UqG+qXIFz2azERMTw2+//cadd97JnXfeWRtxCcJVTesVhT03kdTQ/njmGwDoH9rcxVEJQvnkkgLkomzwCnZ1KNec119/nY8++oixY8eWeW7YsGF07NiRWbNmiQqeUEaVu2i1Wi1ms7k2YhGEa4ajMAVJYyTVoznZ1hIGNYoRWw8J9ZZsKUTt4YfGW1Tw6lp6ejpdulQ8gapLly6kpaXVYURCQ1GtMXgPP/wwr732Gna7vabjEYSrnqIo2AuTUewl5Eg6PDQ6Mf5OqNdkcyH2/Awkjd7VoVxz4uLiePvtt1EUpcxziqLw9ttvExsb64LIhPquWmPwtm/fzurVq1mxYgVt27bF3b30avlLly6tkeAE4WqkWAtQZAcqnYlMu4RNdogdJ4R6zVGUjdoUgMrD7/IHCzXqvffeY+DAgfzxxx/ccMMNpcbgrVq1iuLiYv766y8XRynUR9Wq4Hl7e3PrrbfWdCyCcE0oOPg1ijUPyRhAlvX8cAdRwRPqK0WWObfyPeSibLRiDbw616lTJw4fPsyCBQvYvHkzR44cASA4OJhHH32UCRMm4O/v7+IohfqoShU8WZZ54403OHr0KFarlb59+/L888+LmbOCUAX2gjNIGjc0bv5kWQoxqDX460UFT6if5OJcJElC0rvjFn2dq8O5JgUEBPDkk0+6OgyhganSGLyXX36ZZ555Bg8PD8LCwnj33XcbxMydkydP0qdPH1q1akXbtm0pKipydUjCNUy25KHYijC0uY8zhbmUOOyiBU+otwoPrMJRlIPK4IEhMs7V4QiCUElVasH7+uuv+fDDD7n//vsBWLVqFUOGDOGzzz5DparWfI06MX78eF566SV69uxJdnY2er0YKCy4jmwrRtJ7c8gKKknCXaMj0ODh6rAEoVwlp3ejcvMGVbVG9AiC4CJVqpWdOXOm1FZk/fr1Q5IkUlJSajywmnLgwAG0Wi09e/YEwNfXF41GfFAJriOXpCNbcihGQ7Hdio/OiE4tyqRQPykleTjyM/C7of731giC8D9VquDZ7XYMBkOpNK1We0V74q1fv56hQ4cSGhqKJEn8/PPPZY754IMPiIqKwmAw0LVrV7Zt21bp8x87dgwPDw+GDh1Khw4deOWVV6odqyDUCFlGbfDFrNLhqTXQ1FMMkBbqL8VhQ+MVhNozwNWhCIJQBVVqNlAUhfHjx5fq4jSbzTzwwAOllkqpyjIpRUVFxMbGMmHCBEaMGFHm+cWLFzN16lQ++ugjunbtyrx58xg4cCBHjhwhMPD8tjlxcXHlrsm3YsUK7HY7GzZsYM+ePQQGBnLjjTfSuXNn+vfvX248FosFi8XifJyXlwdAbm4usiw702VZJj8/H51OV6+7py9H5KPqVCoVOp0Oq9XqTKtsOZFtReScSwFFJrPQQmp2Jop7ALm5ubUa85W6WsoJ1F1eVCoVJpMJq9XaoD9TMg5uRjEXYjA7sFeinNbXfFRVXX+mmEwmsdi5UKMkpbzVEytwzz33VOq4L7/8snrBSBLLli1j+PDhzrSuXbvSuXNn3n//feD8TRceHs4jjzzC008/fdlzbtmyheeff965TtAbb7wBUOGMpOeff57Zs2dXK37h2vH0008zZ84cV4ch1HN5eXm89dZb4jNFuKy8vDw8PT1dHYZwFalSBa+2/buCZ7VacXNz48cffyxV6Rs3bhy5ubn88ssvlz2n3W6nc+fO/P3333h5eXHzzTdz//33c9NNN5V7/L9b8GRZJjs7Gz8/v1K/rvLz8wkPDycpKalB35QiH9Xz7xY8UU4ajrrMS3kteKKsNAx1nQ/RgifUtHo9sjsrKwuHw+FcufuCoKAgDh8+XKlzaDQaXnnlFXr16oWiKAwYMKDCyh2AXq8vM8vW29u7wuM9PT0b9IfYBSIfVffv8aiinDQsdZUX8ZnSsF0t+RCuPfW6gldTBg0axKBBg1wdhiAIgiAIQp2o1yNg/f39UavVpKenl0pPT08nODjYRVEJgiAIgiDUb/W6gqfT6ejYsSOrV692psmyzOrVq+nevbsLIzvf7TJr1qwGv2iyyEftqq9xVdXVkg+ov3mpr3FVlciHINQPLp9kUVhYSGJiIgDt27fnrbfeok+fPvj6+hIREcHixYsZN24cH3/8MV26dGHevHksWbKEw4cPlxmbJwiCIAiCINSDCt7atWvp06dPmfRx48axYMECAN5//33eeOMN0tLSiIuL491336Vr166VvsZvv/3G448/jizLPPXUU0ycOLGmwhcEQRAEQah3XF7Bq212u51WrVqxZs0avLy86NixI5s3b8bPz8/VoQmCIAiCINSKej0GryZs27aN1q1bExYWhoeHB4MGDWLFihWuDksQBEEQBKHW1PsK3pXuVZuSkkJYWJjzcVhYGMnJyXURuiAIgiAIgkvU+wrehb1qP/jgg3Kfv7BX7axZs9i1axexsbEMHDiQjIyMOo5UEARBEAShfqj3Cx1fbpHit956i0mTJjn3yf3oo4/4/fff+eKLL3j66acJDQ0t1WKXnJxMly5dKjzfv7cqUxQFq9WKv7+/2EZGcBLlRKgsUVYEQXCFel/BuxSr1crOnTuZPn26M02lUtGvXz+2bNkCQJcuXdi/fz/Jycl4eXmxfPlynnvuuQrP+eqrr5a7MfjRo0cxmUzOx7Isk5eXh5eXFypVvW8IrZDIR9UFBweLctKA1VVeLizGLspKw1TXnymCUNMadAWvMnvVajQa5s6dS58+fZBlmWnTpl1yBu306dOZOnWq8/GFDacDAgJK7UcoyzKSJBEQENDgP8REPqpOlJOGS5SV2iXyIQj1Q4Ou4FXWsGHDGDZsWKWOLW9jcDjfMvjvm1ySpHLTGxqRj6oT5aRhE2Wldol8CILrNehSK/aqFQRBEARBKKvaFbzc3Fw+++wzpk+fTnZ2NgC7du2q0yVI6vNetYIgCIIgCK5SrS7avXv30q9fP7y8vDh16hSTJk3C19eXpUuXcubMGb7++usaC/DivWoBTp48yZ49e5x71U6dOpVx48bRqVMn5161RUVFzlm1giAIgiAI15pqVfCmTp3K+PHjef3110vNAhs8eDBjxoypseAAduzYUWqv2guDlS/sVTtq1CgyMzOZOXOmc6/aP//8s8zEC1c6kFbA+5tOklti45Y2IdweGyKWRxAEQRAEodZUq4K3fft2Pv744zLpYWFhpKWlXXFQF+vduzeX2y538uTJTJ48uUavW1PO5BRz98JdWB0yVrvM3pR8DmcU8lz/ZqKSJwiCIAhCrajWGDy9Xk9+fn6Z9KNHjxIQEHDFQV1N3t90CgWIC/Vi+g3NcNep+XZnEh9tPuXq0ARBEIR6zmq1Ose5X8zhcJCXl+eCiISGoloVvGHDhvHCCy9gs9mA81PJz5w5w1NPPcWtt95aowE2ZCfPFfPz/lQcsswLN7bgni4RzOjXHK1axefbzrDlVNmbVhAEQRAumD17NrfffnuptGXLluHj44OPjw+9evUiKyvLRdEJ9Vm1Knhz586lsLCQwMBASkpKiI+PJzo6GpPJxMsvv1zTMTZYyw9n4KHT0Ds6gCZ+7gDc3CaYcZ3DyTPbeer3Q+SW2FwcpSAIglBfrVixggkTJjgfW61WJk2axKRJk1i3bh12u/2SuzMJ165qjcHz8vJi5cqVbNq0iYSEBAoLC+nQoQP9+vWr6fgaLEVR+O+BNIptDoa0DCz13JSejdlyKpuk3BJeWnmUN4a2EuPxhHrJXpRK4aHvMJ/dhMVaQoZXOEf9u3Pa1BIbajx1etr6hNDM0x+V1KCX1RSEeun48eO0a9fO+XjDhg0UFxfz6quvotPpmDNnDnfffbcLIxTqqyvayaJHjx706NGjpmK5qhzLKiKjyIJJr6FnY99Sz+k1al67qRW3f7WDXw6k0SfanyGt6s+sX0EAKElaR/amZ1EcFmRzDivUTTidc5jfUiQK2IG3eyD5kh53rQ5/vTs3hbfkjqYdCDKaLn9yQRAqxWazlVqt4p9//qFDhw7odDoAGjduXGaxf0GAanbRPvroo7z77rtl0t9//30ee+yxK43pqrD2+DnyzXbim/rhpitbj24e4MGjPRvjZdDw6t/HSC+wuCBKQSifJW072Run4yhKxeEfxweNp/K+sQffevTEU63lcdtO+pfs53o5GZMKzhbl8tnRrdy88gte3/s3WeYiV2dBEK4K4eHhbN++3fl4+fLlxMfHOx+np6fj4+PjitCEeq5aLXg//fQTv/76a5n06667jjlz5jBv3rwrjavB++d0Njq1iuv/1Xp3sfGdI1ibeI4NJ7OZveII79/SFpVKdNUKruUoziDr70dRHGZUzUYyS2rH6tRjeGkMPN/+Ru5o3A7rsR/I3/sJjoKdIDfiQORIfpYDWZd+km8Sd/LL6f3cHd2Jsc064abR1Wh8iiJjzz+NPf80srUAxVaAbC0ERUal90LtFojFPYIUyZ00cxH5NgtFdisORcZHZ8RHZ0QqMqOxeOBrcBNdy0K9NnLkSB599FGSkpI4dOgQW7duZf78+c7nV69eTVxcnOsCFOqtalXwzp07h5eXV5l0T09PMZsHKLLY2Xk2D61aokt4xb+s1CqJlwfHMOa7XWw4eY4fElIY1T6sDiMVhLJyt81BcVjR+sTwsrYj29NO0NjDlxlNr6dvdFtUKhX6VndjjLiB3O2vY07eSOtD79A+qBOJbe/li/RzbEw/yYeHN/PT6X08GHMdN0e0Rn0FG7bLlnxKzq6l5PRKLOm7UGQ7sjkLtTEAR3EGGYYQzpgt7FYHcEJxI1nWU6jxoAAtbjp3ctFi0rvjQA0SqBzg2AMmrR4fvRttfIKJcPch0sOHpp5+BBs98dUbL1n5UxQZR2EKttzjaDwj0XpFVTt/glCR6dOnk5KSwpw5c3B3d+fzzz+nbdu2zudbt25Nr169XBihUF9Vq4IXHR3Nn3/+WWZx4eXLl9OkSZMaCawh25Wch0NWaORlINTLcMljI3zceOT6xsz44zDvbDxB9ygfInzc6ihSQSjNkrGb4pN/oNJ58lfkeDYc3w9IzOs6nCCbutSxGo9Q/Hq/TcmZVeTumIs95wiRm6cwt+Vd7Oo8hA8Sd5OQncwLe1aw6MQuHmnVk+uDGld6QpFit1CSvJ6SU39hTlqHbC9C0rqjWAuRjIGc8evOJimI9WoVp+wqVO6Qb3MQphRRJNmJkAvpI2eRjw/drInsszdFcdg4YYziHEZyFS027CSaCzhnLiC1pJAQo4lCuxWjWoeiOPDTagnRavBRKQSp7PhhxteciY8lBbfidNztuWi07gS3HY9/u4m18BcRrnV6vZ5PPvmETz75pNznb7rppjqOSGgoqr1V2eTJk8nMzKRv377A+WbiuXPniu5ZYOvpHFSSRK+m/pU6/vZ2oaw9fo71x88x/fdDfD2mA2rRVSvUMUVRyE+Yj6R1pzDqZt5K3IcCzGzfn7Y+IWRkZJR5jSRJuEX2xxDcldxd71B8/GeKjv5AzKkVfN52En9G3MAXx/ewLSuJKf/8TDMvf+5o0oHBjWLQqct+/CgOK5a07RSfXok5aS0OSw44LEg6TxTfVuwP6MM/ii9b8vNILs4HRUGr06DWyfQIakzXgEja+ATTwtMfoyULW24ituwjWDJ8GJhzBEdhCio5FWthGiqjP/kOB6mSO2dLjOTIEgfNvuTYHZxQ+xFmz+Kkxh9/WzIrtCF0tSezWxVEBEXkKBqs6iYYZCt5Kl/GZpfwRO3/iYRr2KpVq9i1axceHh7ExsaKCY7CZVWrgjdhwgQsFgsvv/wyL774IgBRUVHMnz+fsWPH1miADdE/p3MosTnoGuFdqeNVKolZ/ZszLGkbBzMK+WDTSR7tKVpChbplSd2COWkdKoMPC9QtgNN08Avl1sh2l90uUKX3xLf7c7g3vYnszbNwFJylaMcb9NQa6RF+I0vcQ/g5p5BtmWc4lpfFW/vWEB/SlG4BkTTVOPAsOoMubRPmpDXgsKLINooUFcfcYzjp055juhA2ZWchZVgosJ1Cr9LgqzNyXVAUfUObc11gJCbtv1rLdeFoTOEYw8/vZa3IDmy5iVgyEsg5sxWDVIS+IAlfczatHNkgOUCdi0IxitaDfErINJaQ72FkgE5DlqotQSojOZIRm11C0RjIsdvRA54hnWvnjyJc84qKihg8eDBbtmwhODiYlJQUTCYTnTp14scffyx3uJQgwBUsk/Lggw/y4IMPkpmZidFoxMPDoybjarDyzTZOZBfjZdDQIazyN16wp4GXB7fkiV8P8N7Gk7QJ9qRvs8q1AArClVIUmfyEj5B0Jk5H3srSs4m4abU8HXsDkiRdtoJ3gT6wPcFDf6T45B8U7P8Se0ES0vGfGCXbuUnrxRbFh0XWKDJsdn4+d4SNtmwy1R60t6VwRu1DEOEUqd3JNoaQIxnw1HuSdq6QQEM2VtlBmLsXdzRpT8/gJrT3DSu3FbAikkqNzrcFGu9mFHn3wj8wENX/jwtUFBkcNhT5fOUS2U4jnScqzaWHWJx/rYJC5d4fQaiqGTNmUFBQQGJiIg6Hg3bt2pGRkcHIkSN5/PHH+eyzz1wdolBPXdE6eIDYe/ZfElLyKbDYaernho9b1WYP9m8ewNjOjfh2ZzKz/jpMuHcczQJqpuIsywobTp7j72NZHM0qJMzLSIsAD25qGYjoDBbMSWsxp/6DZAzkI2sgbposboloSwuvwMu+9t8ktQ736OG4NR2GNXMvJWf+xpqZgCrnCP2sp+mnzSbJUchaTTNSsJKAkQOGSCwaT/L1HhQpEt46NySbmXB3H24Mi6GNbwjtfEJp4RVQK4uCS5IKNHok9NV4rYQk7iKhlvz000988cUXREREcOLECQC0Wi0zZ85k4MCBLo5OqM+qVcFLT0/niSeeYPXq1WRkZJT5de9wOGokuIYoISUfL4OG66L8qvX6x3o2JTGziN8OZfDYL/v5+o4O+Llf2TITGQUWnv3zMJtOZqPXqMgz2/AxFrFodzKfbT3NmNa+PNw7gCuY5Cg0YIoik7/vE1Q6L7aEjWBT+llCjCYmt7r+is4rSSr0gXHoA+POX8dhxZ5/GsVeQqDioJNKg8oYgNotELuikGMpJttSgl1x4KNzw0dvrPElVgShocnMzKR58+Zl0j09PbFYxPqpQsWqVcEbP348Z86c4bnnniMkJERss3WR7Um5ZBRaiQvzrNbr1SqJ125qRVqBhVPZxdyzaDdf3dG+yq2BF6w4ksFLK49SaHWgVknc1bERcaFeZBRaWHUsk11Jeby5KZk0i4qXBrUUkzuuQSWn/sSSthPFPYwFJW54aWFi82746mt2Nrek1qH1aVbuc1oJAo0mAsUuGIJQSnBwMMnJyURGRpZK//jjj+ncWYz9FCpWrQrexo0b2bBhg1hc8V+sdpnErCKCTHpiQ6pXwQPwNGh595a23PXdTk5kF/PAj3t5c1hrwr2NlT5HXomN19YcY8WRTLKKrPRq4scLN8YQ5fu/L+1RcaH8uj+N5/88yF+HM1FJEi/eGCMWW76GKA4bBfs+RWXwYUPYCA6lnqOppz9jmnZwdWiCIAC9evXijz/+4LrrrgPAbDbTrFkz8vLyWLVqlYujE+qzalXwwsPDKz3o+lpyOKOQtAIzIZ4GInwqXxkrT7i3ka/v6MADP+3ln9M53PHNTl64MeayEy8cssLvh9L5YNNJDqUXEmTSM/2GZtzbJQKNunQfrCRJDG0dhGwuYPrfZ/nlQBrueg3T+0aLVtlrRPGJ/2LJ3IdkaswSsxs+ejvjm3Wu0uQFQRBqz6uvvurca9bb25snn3ySJk2acNttt+Ht7e3a4IR6rVqjrubNm8fTTz/NqVOnajichi0hNQ8fo5bO4d41UkGK9HXjq9Ht6dPMH7PdwQM/JfDUbwc5kFZQ5lhFUVh3PIvR3+zksZ/3k1FgoWuEN1+OiuP+7lFlKncX6x7uybybW2PUqPh862nmrT9xxbEL9Z9it1Cw/0tUBl92RtzO3px0TFo9IyLbXv7FgiDUibCwMDp0ON+i7uvryyuvvMLEiRNF5U64rGr9TB81ahTFxcU0bdoUNzc3tFptqeezs7NrJLiGZkdSLjklNtpXYXmUywk06fns9lje33SST/85w+pjmSzdl0rPJn60DTGhV6s5nlXI/rQCjp8rxkOvJsLHyD2dw7mjfSN0msrV4Qc0D8DqUHh2+WG+23WWpv7uDGsdXGP5EOqfomM/Yj13ELVvDN8X6/DWG7mraUeMGu3lXywIQp1ZsWIFL7zwQqmFjmfOnEnPnj1dHZpQj1Wrgid2qyhLURQOpBVg0muIC63ZhSc1ahWP9WrKkJZBfLPjLL8eTGNfaj4rjmQQ4mkgs9CCr5uOQA8dd7QPY3znCEyGqv9ph7UOJqPQwpzVicz66whN/dxpHSwGvV+NZFsx+Qe+RmX0Z1/kaHacSCLY4MGoJnGuDk0QhIusXLmSoUOHMnbsWIYPH86sWbPo168fQ4cO5auvvuLmm292dYhCPVWtCt64ceNqOo4GLym3hJR8Mx46DTGBtbPoc7MAD14YFMPk6xuz7sQ5zuaVYHMoBJv0tAk20SbYs9ItdhWZ0DmCg+kFrD9+jsd+3s/3d3fA373qa4MJ9VvR0R+x5x5D69+O7wvV+OgMjGnaoexuEIIguNQLL7zAjBkzmDlzJidOnGD27Nk89dRThIWF8cILL4gKnlChatcGjh8/zrPPPssdd9zh3KNy+fLlHDhwoMaCa0j2pOSjliRigkxXXMm6nECTnttjQ/lPr6ZM6xPN2E7hdGjkXSPXVakkXhwYQ5iXkZPZxcxYfhhZFhNqriay3UzB4YWojAGcaDKazRmnAIk7xMxZQah3du/ezW233VYmvWfPnhw8eNAFEQkNRbVqBOvWraNt27Zs3bqVpUuXUlhYCEBCQgKzZs2q0QAbip1JecgKdA73dnUoV8xdr+G9W9oQ6qln/fFzfLHtjKtDEmpQ0dEl2HOOoXELYEmRDi+dkRFRbWt83TtBEK6cVqt1bql3scTERMLCwlwQkdBQVKuC9/TTT/PSSy+xcuVKdLr/LcDbt29f/vnnnxoLriFJSM3FISvEhVZ//bv6JMLHjaf6NkMBPvnnNLvO5ro6JKEGOMw5FOxfgMroT0bze/gz+Qg22cHY6E6uDk0QhHLExMSQkJDgfOxwOPjuu++47777GDt2rAsjE+q7alXw9u3bxy233FImPTAwkKysrCsOqqHJKbZyOrsEd72a2KukggcwpFUQo+PCyLfY+c8v+8kptro6JOEKFez7DHv+KbQ+0fxoccOkNXBjWAyN3L1dHZogCOWYOHEi+/fvdz62Wq1MmzaN8ePH8+yzz7owMqG+q9YkC29vb1JTU2ncuHGp9N27d9e7JuPc3Fz69euH3W7HbrczZcoUJk2aVKPX2JuaT7HNQTN/DzwNV9cSE0/1jWbX2TyS80uY9dcR5t3cRux00UDZ8k5SeOwnVMYAzG0e4qcdGwGJcc1F650g1Ff33nuv8/8bN25MYWEhBoOYDCVcXrUqeKNHj+app57ihx9+QJIkZFlm06ZNPPHEE/WuydhkMrF+/Xrc3NwoKiqiTZs2jBgxAj8/vxq7xp7kPDz0GrpH+dTYOesLo1bNWze3ZvQ3O/ntYDrdIn0Y06GRq8MSqiF/zwfIxem4RY/gm3w7bmod7f0a0cpbrHcoCPWZoiisWrWKQ4cOAee7bfv37y92HBIuqVoVvFdeeYWHH36Y8PBwHA4HrVq1wuFwMGbMmHrXZKxWq3FzOz943GKxoChKjW+ztuNsHllFVmJreP27+iLa351pfZry+ppE5q0/QasgE3E1uJizUPvMyRspSVqLxj0Uqe0DfLvxvxTbbdzTXGxWLgj1WWJiIsOHD+fYsWOEh4cDkJSURPPmzVm2bBnR0dEujlCor6o1Bk+n0/Hpp59y/PhxfvvtN7799lsOHz7MN998g1qtrtK51q9fz9ChQwkNDUWSJH7++ecyx3zwwQdERUVhMBjo2rUr27Ztq9I1cnNziY2NpVGjRjz55JP4+196P9eqsNpljp8rJtBDf1WNv/u322ND6RvtT3qBhf/8sp8zOcWuDkmoJMVuIXfHG8iWHNxajGZxRgYqJNr6hNAtINLV4QmCcAn33nsvYWFhnDlzhsTERBITEzlz5gwhISFMmDDB1eEJ9dgV7SgeERFBRETEFQVQVFREbGwsEyZMYMSIEWWeX7x4MVOnTuWjjz6ia9euzJs3j4EDB3LkyBECAwMBiIuLw263l3ntihUrCA0Nxdvbm4SEBNLT0xkxYgS33XYbQUFBVxT3BQczCkgvMBPqaaCR19U7LkKSJF64MYb0Qiu7k/O4d3ECn9weS2M/sbRGfZd/YAH2/DPo/FqjtLiTz1YtoMRu5eFWPUQXjyDUc9u2bWPr1q2lvrOCgoJ466236NxZtMALFat0BW/q1KmVPulbb71V6WMHDRrEoEGDLnmuSZMmcc899wDw0Ucf8fvvv/PFF1/w9NNPA7Bnz55KXSsoKIjY2Fg2bNhQ7sKRcL4b12KxOB/n5+cDIMsysiw702VZRlEU9pzNw9eoo2uEd610/9a2C/m4OG8V0akl5g5tyZjvdpOeb+Gexbt55+bWtA1xfctlVfJxpVQqVZXLSV3EVR57QRIFB75CsZdgaj+Fb5MOowJifUK5PiCq0nG5Oh81qa7ycmHtsoZSVmpKfcqH4rCjyA7MJ7ZScnIHclEO1szjqIxeaH3DUbt5gyTh1WMcqn+tA1nXnykViYqKIi8vr0x6bm4uTZs2rc2whAau0hW83bt3V+q4mmwRsFqt7Ny5k+nTpzvTVCoV/fr1Y8uWLZU6R3p6Om5ubphMJvLy8li/fj0PPvhghce/+uqrzJ49u0x6ZmYmZrPZ+ViWZfLy8lh3NJf0ghKamiTnjh4NyYV8KIpyyQ+Zi703MJxZa86w4XQ+E77fyWPdw+jf1Lt2A72M6uSjuoKDg6tcTuoirn9TFAXrjueRzXmog3qSpmrGJweXkGs1M6JpczIzMyt9Llfmo6bVVV6Cg89PXmkIZaUmlZcPxVYCkhpJc37dVMVuBZUGqYbzqSgKjrN7sO77DdvJreev47Cdf85ahKRzA9kBigIqNdjNoDeRueI9NIHN0cUNRxvTD0mjq/PPlIq8++67TJ06lZdeeonu3bsDsGXLFp555hmxL7xwSZJSj5qcJEli2bJlDB8+HICUlBTCwsLYvHmzs2ADTJs2jXXr1rF169bLnnPbtm3cd999zta1hx9+mPvvv7/C48v7tR0eHk5OTg6env9rqZJlmfSMDMYsPUGBxcE3Y+JoGWSqRq5dS5ZlMjMzCQgIqNKHWLHVwYzlh9h4Moc8s527Ozbige4RBHi4Zt/a6uajOipqwauonNRVXP9WkrSGnA3TUBSFoGFL+TotjY8Obybc3Zsf+oxFJVU+Hlfmo6bVVV4u1YJX38pKTbqQD39/fywn/iFv41eYT+8+X6mSJNQmPxy5aWgDm2DqeAuGqE7oQmKq3TggmwvJ3fAl1rQj2HOSsZzdj8roiWwpQqVzQ7FbkbR63Fv3Qx/aCpWHL4qlCLkkH1v2WQp3/xfFYQVJBbIdlcFE8Lj5aMPjyMrKqrPPlIpcPK794q9rSZLK9BjVh1ZTof64ojF4DUGXLl0q3YULoNfr0evLVlJUKlWZm/BMnpX0Qis+Ri0xQZ4Ndn04SZLKzd+leBhUvH1zWz7bepoPNp3ilwNp/Lg3hUndInnwuii06rr/gqpOPqqrKuWkLuO6oCRpDTnrnwBFwSv2QWxuIXx29BfybRYeaNkDjbrqt74r8lFbRFmpPYrdiu3walJ2L8J+7vT5H9d26/nWO9mBI8+OYrdiTTtG1q8vodKbUOxWjE07owuOwbfP/agvsfC2PT+DkhPbUXv44sjPJGv5m8jmQhyFWag9/FCb/DF1GI4+tCXGxp1R6Yyg1qA2lj+UJHDEC1jTjpK3bTEFO5bhKM4l5dN70IU0R4m6HvpPQmV03Y/3ZcuWuezaQsNW7Qrejh07WLJkCWfOnMFqLb3DwdKlS684MAB/f3/UajXp6eml0tPT0y/ZpF1XDmQUo9eoaBvqibqBVu6uhEolcV/3KOLCvHjmj8Ok5Jv5fNsZcs02nr2heYOt8DZ0low9ZG98DhQFSeuBR+txLDp9AIcs08YnmP6hzVwdonCVUmSZtG8foXj/arRGE4rDjneve/FoMwCV3h1zUgJqD380noEU7PuL4oOrsWWdAmTMp3ZTdHAN+duWYIobinvLeBS7FXPSPtRu3pSc2ErJyZ0odguSWoNis4BKBbKMxisIj3aDMETE4tFuEOoqVMgklQp9aAyBw2fh2/dBzv35FoX7V2JJ2osjaT+ntnyOSu+BT/y9aP2jMEZ3q7CyWBuGDRtWZ9cSri7VquAtWrSIsWPHMnDgQFasWMGAAQM4evQo6enp5W5hVl06nY6OHTuyevVqZ7etLMusXr2ayZMn19h1qutQVjEWu0zHRtf2mnBdInxYOr4T89af5JudSSzbm0pyrpn7u0fSoZG3q8O7phQe+o7cXe8il2SiC2hH4JDvyXPIvL73bwrtVp6J7lelrllBqIpzf87FfGoXqHW4xcTj2/cB9GGtnM/rgv43KUAfGgMDpyBbijAn7cWWdZrcDV9iO3eGvC3fkb99CSCdHzMnSf/fxas6383r7otK54bssGEIb0vgLbNRGTyuOH6NZyBBI+fgP/QZ8rYsJGvD11CcjeKwkvnrS6hNAah0Bho9/ANan9Arvp4g1KZqL3T89ttv8/DDD2MymXjnnXdo3Lgx999/PyEhIVU6V2FhIYmJic7HJ0+eZM+ePfj6+hIREcHUqVMZN24cnTp1okuXLsybN4+ioiLnrFpXOnbOjEqCloENb+xdTfM0aJk5oDndo3yY/ddhfj+Uzs6zuUy+vgnjO4c7j7M5ZLRqFUczC/nkn9OoJInrG/vSr5k/brqrfsRArVFkB8XHfyZn+2sgOzA06o1f77moNEY+Ofg3GpUab52RwY1aujpU4SpVfHwrOWs/Q1KrcRv4JEF976lUV7NK745bdHeI7o5nl5EU7vmNrD/nIhfnog+JwVGcB8ho/aLQBTfHo80A9I3a1PgEjYupjZ54974PS9N+uKXvIXfDl+crmLIDe24aSe/fjkfL3qhNAXhddxcaU82trSoINaVa36jHjx9nyJAhwPlWtqKiIiRJ4j//+Q99+/Ytd8ZYRXbs2EGfPn2cjy8sxzJu3DgWLFjAqFGjyMzMZObMmaSlpREXF8eff/5ZY+vYVVduiY3j2SUYtDpaBV/5L8erRf/mATT3d+eTf07z+6F0Xll1lMMZhYyMDeHPI5n8cTCdQqsdu6xgdyjIKPxxKJ1Zagm1JGHSa8kz23DXqfl8VBzNA8R7ezmyrZicTTMoOvE7Kr0PKoMbAQM/R5Ik/sk4zbeJO7HIduZ1HY6+GmPvBOFyFFnm3PK3UBk8cG87ENoMqdZ5JJUKU4dhmDrUj25JSe+BqdMIvLqcX1bLlptKxpKnKU7cQv6OpTiK88jd9A2mDjfjP3gaKt3Vuxaq0PBU69Pex8eHgoICAMLCwti/fz9t27YlNzeX4uKq7XDQu3fvy64dN3ny5HrRJXuxPSn5WB0KTQIM+Lu7ZuZofRXp68bLg1uiUUn8ciCNZftSWHEkg5wSG94GDWabjLtOjVEj0SzAnSOZheSZ7ejUEhmFVnzdtGQVWRnz7U6a+rlzW2woOSU2bm4dTJBJvNcXKIqMXJJF6o8DQK1HpXHDLaIPXh2nIkkSB3LSmPLPMtSSilsi2zI4XLTeCbWj6OBqzKd2oPbwx2/wNM4VmC//ogZI6x1C6KQFpC+ZTtGBlWi0RnBYydvwJYW7fyXswe/RB4sxrkL9UK0KXq9evVi5ciVt27bl9ttvZ8qUKfz999+sXLmSG264oaZjrJd2nc1Fr1HRLdLH1aHUW9NvaMbB9AIOZRSiksDLoKFPswBiAj3o3yzAuQtGic3BjOWHWX88C3edhthQLxJS8sgotOBQ4IWVR9CoJN7feBIPnZrR7cN4uEfja3Jii6M4g/yEDylK/O//j0dSocg2JEki4MYv0Qe2ByC9pIAHN/9Isd2GVqXmvhbdXBy5cDXL27oYtbsP3j3Hn5+AcJVW8OD8TOeg219BGf4css1Mzur5FOz6GUdRDmffv43AES9g6nCzq8MUhOpV8N5//33nAp0zZsxAq9WyefNmbr31Vp599tkaDbC+2nU2j3yLg7ireP/ZK2XQqvlhXGesdpmzeSU09nUrd60ro1bNW8Nal0rLN9t4fc1xlh9Op8Qm465VIysKKfkWvt6RxI6kPD4Y0RaT4ersclRkO/l73qfk9GpkSx4qt0A07kGYU/5BkW0gW5HURmRrHipjAP5933VW7hRF4a19azlVmEOkuze/9r8XH73YUk6oHZbkgxQf2YAkSZjaD3V1OHVCUqmQ9O6o9O4E3PwsHrGDSfv+CeSSPNKXPE3e5u8IunNejU7EyM3NZf78+UyfPr3U/wtCRerVQsf1UX5+Pl5eXuTl5TkXJS222on/cBM2m50/7utOqFfD/fKUZZmMjAwCAwPr5dpbiqKQWWgls8jKW+uPk5RTQnqhhQKLHZNOg1p1frFPN52ayZ0CMXl6cSbXzPjOjep00kZ55QSq//5mb3iawmM/odK4n2+hU+tRHBYkjRuSWo9bk0GodF5IKg3GqAFovZo4X7s2NZEnt/0XSZL47PqRtPO98i+Z+l5OqsLVeanpsuJqOes+J3v1h7g1u46Qu99rsPn4t6rmQ1EUsn5/g9z1n6HSGlBkO7qgZvgNegK10ZOCXb+gD2uNR7tBZbZFq4wTJ04QGxtLQUFBqf8XhIpU6xuwX79+3HXXXYwYMaLUB9S1Yl9qAdlFNkI81ASbxKDa2iRJEoEmPYEmPZ+PjANgbWIWT/52kOxiKx46DQUWOzkldmb+fRqtRoNGreKTf06xdHxnmvi5uzYDVSTbzeTteJOixF9Q6X3RuAXg2WEKedvmYC9Kxy3yBry7TEelL39pnq+Obefdgxs4Zy5iSuteNVK5E4SKKIpCwY6lOAoy8Wjdz9XhuJQkSfgPeRKNyY/c9Z/jKCnAknKItG8mI1vNqHRGpITfcW/T39WhCteIalXwWrduzfTp03nooYcYMmQId911F4MHD0ar1dZ0fPVSsc1B21BPmpjUlz9YqHG9o/1Z99B1vL/pFAfSCpAVhUNpBdjsNuycb9GTkbjtqx0sHd+ZKN+G08KatfohLOk7QaXGENIF/77vAWBsFI9iLym3Ymd12Hk5YRUrU45SYLVQ7LDS2OTL/THdyxwrCDXJkrQPe346Wr9I3NsMcHU4LidJEj7x9+LdawKWpL2kfT8VR8E5JAlQqfHseEudLpIsXNuqVcF75513ePvtt1m1ahULFy5k7NixqNVqbrvtNu68807i4+NrOs56pU+0P/FNfElOTXN1KNcsN52GaX2inY+zCs38vuckIzo1JfFcCfcs2k2u2cawL7YxrlM4j/dueomz1Q+2nKNYM/aAouDZ7n484/43c1xS65DUujKvSSvOZ9iqL8gwF6KV1LhptHjrjMztcjNumrLHC0JNKti7HHtuKl69JpzfEkwAzlf0DBGxRD21muJjm7HnpmLqeEutrt0nCP9W7dKmUqkYMGAACxYsID09nY8//pht27bRt2/fmoyvXnPFfqtC+XzddAyM9sFdp6F9mBev3dQKX6OWYquDhbvOcud3uy67HI+rZW+eiaI4cIu8Aa/2j5SakKIoijP+fKuZEwXn+CfjNINXfEaBzYK/3h2TVo+bWsuPfcfRwb+Rq7IhXEMsp3ai9gq+5rtnL8Wt2XV4dr5VVO6EOnfFo9DT0tJYtGgR3377LXv37qVLly41EZcgXJGBLQLRq1U8/usBMgotWB0yneat56UbY2jq717vFlB2FGdgy0kERcaj5V0U2SzM2LmcjeknsckOADSSCgUwO2wYNeeHQ6gkCa1Kxf+xd9/hUVXpA8e/d3rKpCekkBA6UhIITUCqNEFEREVlFxBlRWEtWQuIgvoTFBUF1oKggB1UiqsCAkGa9BJ6CxAiIb1Pkqn3/v7ImjUmQDIMmQTO53l4zNy5c+97xpvJO+ee857X4gbTP7w5OlHIWKglstWMOfUYyHZ0wU2u/gJBEGqVU38NCgsLWbFiBV9//TWbN2+mSZMmjB49muXLl9O0ad2/FSbcHPo0C2LFuM7c+9leCs12tGoVz/znGA5ZoW2okVUP150vI7b8s2V/KANao2/QkXmHN7Hh0mlK7FYAdCo1WpWaUocdg0pNZqkJgGCDN8v7juEWP/eu7CLcfMwpiUhaA2q9NxqxLqsg1DlOJXgNGjTA39+fUaNG8cYbb9CpUydXxyUILhEd4Mm+Z3qz7VwOT60+WjYmQSWRnFdK57lb+fbvncoLLruTvTAZRbai9g7jcO4lvj2fiF2WCf7LAuqeGh23hjRiZ0Yy3Rs0ZkaHgQSIGneCGxTu+hq5JA/PVn2QVGLCWW3487CNqmqKCsKfOZXg/ec//+H222+v1zWOhJtLzyaB/PbP21i693c+3X2BDJMVjUrins/2kDCxOwGe7puQINtLyd//LpLGkx81zZi/9RtyLSU09Qlk4+CJqCTxeybUPZZLJ5F0nng2Fl/wa0N0dDTHjx+v9LMgXI5TCd6AAQOw2+1s2rSJs2fP8tBDD2E0Grl06RI+Pj54e9et8U2CAGUrZjzePZpHukRx56e7uVhQSpbJyqCFu2joa2BYm1Ci/T354sDvtAs18o9bo/HSqa/7N+XSCxvBYeOSHd7LLKJYVvDXefJKh0EiuRPqJLspB1tOCqg0GDuOcHc4NwWVSkXDhg0r/SwIl+NUgnfhwgUGDx5MSkoKFouFAQMGYDQamT17NhaLhQULFrg6TkFwGZ1GxfrHujH6qwOcyCgiy2TBZLFzLuccJTYHsqKwOzmPbw5eYvPj3fHSX9+JC7a806TY4DFtL0wOB8EGb97oNJReoWI8q1A3WdNOIek80AZGodKJYu+CUBc51T3w1FNP0alTJ/Ly8vDw+F/toxEjRpCQkOCy4AThevryoQ60DTXirddQbHVgtjvQqCT8PLRYHDJyLZRVke1mTKe+ZY0UTonWFw+1ljHNOnF7ePPrfm5BcFb6V08jm01ofMPcHYogCJfhVNfEtm3b2LFjBzpdxXFL0dHRpKamuiQwQbjeJEniswc7ANBl3jZyiq34emh4sENDdGqJO1s3wFN3fQePF+x9C9mSR5rUEIPGgJdWz4SWt17XcwrCtZAtxSgOO5Jag2eLHu4OR7jJSJLEqlWruPvuu90dSp3nVA+eLMs4HI5K2y9evIjRaLzmoAShtkiShCRJfHxvDHe3C+OHhzvzbJ+mPNmzCU0Cva77+Dtz2h4cCuTIalBr+OS2+9GLWnZCHWbNOo9sLgSVGt+uo9wdjnCDSU9P55///CdNmjRBr9cTGRnJsGHDxN1BJzj1l2TgwIHMnTuXhQsXAmV/JE0mEzNmzGDIkCEuDVAQakNcQz/iGvrV+nlVeiPJ2hDOapsR6uFDG7/QWo9BEGrCUZSN2tMPfcO2SGI5PMGFkpOT6dGjB35+frz99tu0a9cOm83GL7/8wqRJkzh58qS7Q6xXnOrBe+edd/jtt99o3bo1ZrOZhx56qPz27OzZs10doyDckGS7GVvOCXLsClaNJ2GePqhF6SGhjnOYcrAXpKPy8HV3KDeFLVu2UFxcfNnn161bx7Zt22oxouvniSeeQJIk9uzZw8iRI2nRogVt2rQhPj6eXbt2VfmaF154gRYtWuDp6UmTJk14+eWXsdls5c8fOnSIvn37YjQa8fHxoWPHjuzbtw8omzA6bNgw/P398fLyok2bNqxZs6ZW2lobnOrBi4yM5NChQyxfvpxDhw5hMpl45JFHGD16dIVJF4IgXJ5cmgVqHeuVxug1ekIMoryQUPc5TDmofRqg9glxdyg3hb59+3Lw4EFiY2OrfH7Hjh0kJibSs2fPWo7MtXJzc1m3bh0zZ87Ey8ur0vN+fn5Vvs5oNLJ06VLCw8M5cuQIEyZMwGg08vzzzwMwevRoOnTowEcffYRarSYxMRGttmypx0mTJmG1Wtm6dSteXl4cP378hirzVuMEz2az0apVK3766SdGjx7N6NGjr0dcgnDDc5RkoVgKMGhkzA47jbz93R2SIFyVvSgbhykHrTHI3aHcFCRJQrnCjP6OHTvy6aef1mJE10dSUhKKotCqVasave6ll14q/zk6Oppnn32WZcuWlSd4KSkpPPfcc+XHbd78fxUKUlJSGDlyJO3atQOgSZMba03lGid4Wq0Ws9l8PWIRhJuK3ZSKyuDPMULx1RroE9bM3SEJwlXZTTmoPXxRewe6O5SbRlxc3GWfu1oCWF8424bly5czf/58zp49i8lkwm634+PjU/58fHw8jz76KF988QX9+/fnvvvuo2nTshqjTz75JI8//jjr16+nf//+jBw5kpiYGJe0py5wasDPpEmTmD17Nna73dXxCMJNo+TsD5hNaaTKGkx2K02MAe4OSRCuylGQjuKwigSvFr377rusXr26yn+rVq1i9erV7g7xmjVv3hxJkmo0kWLnzp2MHj2aIUOG8NNPP3Hw4EGmTZuG1Wot3+eVV17h2LFjDB06lE2bNtG6dWtWrVoFwKOPPsq5c+f4+9//zpEjR+jUqRP//ve/Xd42d3FqDN7evXtJSEhg/fr1tGvXrtL98pUrV7okOEG4USkOG5asw5g8G+Kl06PTGfDW6N0dliBclaM4DyQVai+R4NWWvn37XnYM3o0iICCAQYMG8cEHH/Dkk09Wyivy8/MrjcPbsWMHjRo1Ytq0aeXbLly4UOnYLVq0oEWLFjzzzDM8+OCDLFmyhBEjypbYi4yMZOLEiUycOJGpU6eyaNEi/vnPf7q+gW7gVILn5+fHyJEjXR2LINw0ZJsJxVbCRcVIgV5PA0l13WvuCcK1UhQFhykbSa0RPXi1ZOzYsQQE3By9+x988AE9evSgS5cuvPbaa8TExGC329mwYQMfffQRJ06cqLB/8+bNSUlJYdmyZXTu3Jmff/65vHcOoLS0lOeee457772Xxo0bc/HiRfbu3Vuevzz99NPccccdtGjRgry8PH799VduueWWWm3z9VSjBE+WZd5++21Onz6N1WqlX79+vPLKK2LmrCDUkGIvQaXz5gJhBOi9scmVC4cLQl2jWEuRLSWAjNr75kg63G3x4sXuDqHWNGnShAMHDjBz5kz+9a9/kZaWRnBwMB07duSjjz6qtP9dd93FM888w+TJk7FYLAwdOpSXX36ZV155BQC1Wk1OTg5jxowhIyODoKAg7rnnHl599VUAHA4HkyZN4uLFi/j4+DB48GDee++92mzydVWjBG/mzJm88sor9O/fHw8PD+bPn09WVladvwDPnz/P+PHjycjIQK1Ws2vXriqnYQtCbVFsxcjmPPS6INJKChnfoou7QxKEqzId+hlJo0Wl90alE1/sBdcLCwvj/fff5/3336/y+b9Oxnjrrbd46623Kmx7+umnAdDpdHzzzTeXPdeNNN6uKjWaZPH555/z4Ycf8ssvv7B69Wp+/PFHvvrqK2RZvl7xucS4ceN47bXXOH78OFu2bEGvF2OdBPeSbSWoDP7k64MJ8/TBU6wIINQDBbu+QS7JBzGcQBDqvBoleCkpKRWWIuvfvz+SJHHp0iWXB+Yqx44dQ6vVlheBDAgIQKMRa30K7qXYS5At+SiKQra5GJ1K7e6QBOGqHKWFSDoPgu966eo7C4LgVjVK8Ox2OwaDocI2rVZbYVmQmtq6dSvDhg0jPDwcSZKqnO79wQcfEB0djcFgoGvXruzZs6faxz9z5gze3t4MGzaMuLg4Zs2a5XSsguAqsq0YSetFqdoTX50Bg1p86RDqPsVWCpIKXVhLd4ciCMJV1OiviqIojBs3rsItTrPZzMSJEyuMaatJmZTi4mJiY2MZP34899xzT6Xnly9fTnx8PAsWLKBr167MnTuXQYMGcerUKUJCypbKad++fZU1+davX4/dbmfbtm0kJiYSEhLC4MGD6dy5MwMGDKgyHovFgsViKX9cUFAAlE3R/vOtaFmWKSwsRKfToarH64eKdtScSqVCp9NVqLVU0+ukJDeL7QUSy0sUzIZCbMWl5OfnX9e4r8WNcp1A7bVFpVJhNBqxWq03xGeK4rBTkJ8PkorCEhuay1yvdb0d1VXbnylGo1HMpBdcSlJqUD764YcfrtZ+S5YscS4YSWLVqlXcfffd5du6du1K586dywdcyrJMZGQk//znP5kyZcpVj7lz505eeeUVfvnlFwDefvttAJ577rkq93/llVfKZ9gIwuVMmTKFN998091hCHVcQUEB7777rvhMEa6qoKCgwgoMgnCtapTgXW9/TfCsViuenp58//33FZK+sWPHkp+fzw8//HDVY9rtdjp37symTZvw9fVl+PDhPPbYY9x5551V7v/XHjxZlsnNzSUwMLDCt6vCwkIiIyP5/fff6/UvpWiHc/7agyeuk/qjNttSVQ+euFbqh9puh+jBE1ytTg/8yc7OxuFw0KBBgwrbGzRoUO3lTDQaDbNmzaJXr14oisLAgQMvm9wB6PX6SrNs/1o9+898fHzq9YfYH0Q7au6v41HFdVK/1FZbxGdK/XajtEO4+dTpBM9V7rjjDu644w53hyEIgiAIglAr6vQI2KCgINRqNRkZGRW2Z2RkEBoa6qaoBEEQBEEQ6rY6neDpdDo6duxIQkJC+TZZlklISKBbt25ujKzstsuMGTPqfdFk0Y7rq67GVVM3Sjug7ralrsZVU6IdQn2VnJyMJEkkJia6OxTXUNysqKhIOXjwoHLw4EEFUN59913l4MGDyoULFxRFUZRly5Yper1eWbp0qXL8+HHlH//4h+Ln56ekp6e7OXJBEARBEK6nzMxMZeLEiUpkZKSi0+mUBg0aKAMHDlS2b9+uKIqiAMqqVatcci673a6kpaUpNpvNJcdTFEX59ddflQ4dOig6nU5p2rSpsmTJkgrPz5o1S+nUqZPi7e2tBAcHK8OHD1dOnjzpknO7fQzevn376Nu3b/nj+Ph4oGym7NKlSxk1ahRZWVlMnz6d9PR02rdvz7p16ypNvBAEQRAE4cYycuRIrFYrn332GU2aNCEjI4OEhARycnKqfQyr1YpOd/XlINVqtUuHf50/f56hQ4cyceJEvvrqKxISEnj00UcJCwtj0KBBAGzZsoVJkybRuXNn7HY7L774IgMHDuT48eMV6gs7xSVpYh33448/Ki1atFCaNWumLFq0yN3hCIIgCILbyLKslFjtbvkny3K148zLy1MAZfPmzVU+36hRIwUo/9eoUSNFURRlxowZSmxsrLJo0SIlOjpakSRJURRFWbt2rdKjRw/F19dXCQgIUIYOHaokJSWVH+/8+fMKoBw8eFBRlLLeN0DZuHGj0rFjR8XDw0Pp1q1btXvYnn/+eaVNmzYVto0aNUoZNGjQZV+TmZmpAMqWLVuqdY4rcXsP3vVmt9uJj4/n119/xdfXl44dOzJixAgCAwPdHZogCIIg1DqzXabXB7+55dxbJ/XAQ1u9tbe9vb3x9vZm9erV3HrrrZXGQ+7du5eQkBCWLFnC4MGDUav/d9ykpCRWrFjBypUry7cXFxcTHx9PTEwMJpOJ6dOnM2LECBITE6+4Wsm0adOYM2cOwcHBTJw4kfHjx/Pbb1d//3bu3En//v0rbBs0aBBPP/30ZV/zx0o3AQEBVz3+1dzwCd6ePXto06YNERERQFnJlPXr1/Pggw+6OTJBEARBEC5Ho9GwdOlSJkyYwIIFC4iLi6N379488MADxMTEEBwcDJTVlfzrrVWr1crnn39evg+U3e79s8WLFxMcHMzx48dp27btZeOYOXMmvXv3BspWMRo6dChms7lSLdS/Sk9Pr7KOb2FhIaWlpXh4eFR4TpZlnn76aXr06HHFeKqrzid4W7du5e2332b//v2kpaVVWsoM4IMPPuDtt98mPT2d2NhY/v3vf9OlSxcALl26VJ7cAURERJCamlqbTRAEQRCEOsOgUbF1Ug+3nbsmRo4cydChQ9m2bRu7du1i7dq1vPXWW3zyySeMGzfusq9r1KhRheQO4MyZM0yfPp3du3eTnZ1dvhZ0SkrKFROqmJiY8p/DwsIAyMzMJCoqqkZtuZpJkyZx9OhRtm/f7pLj1fkEr7i4mNjYWMaPH88999xT6fnly5cTHx/PggUL6Nq1K3PnzmXQoEGcOnWKkJCQGp/vr0uVKYqC1WolKChILCMjlBPXiVBd4loR6hpJkqp9m7QuMBgMDBgwgAEDBvDyyy/z6KOPMmPGjCsmeFVNUBg2bBiNGjVi0aJFhIeHI8sybdu2rbDsZFW0Wm35z3/8zv6RHF5JaGholXV8fXx8KvXeTZ48mZ9++omtW7fSsGHDqx67Oup8gne1VSjeffddJkyYwMMPPwzAggUL+Pnnn1m8eDFTpkwhPDy8Qo9dampqee9eVd54440qFwY/ffo0RqOx/LEsyxQUFODr63vFe/d1nWhHzYWGhorrpB6rrbb8cctIXCv1U21/pgjV17p1a1avXg2UJV8Oh+Oqr8nJyeHUqVMsWrSInj17Arisp+xyunXrxpo1ayps27BhQ4U6voqi8M9//pNVq1axefNmGjdu7LLz1/kE70qsViv79+9n6tSp5dtUKhX9+/dn586dAHTp0oWjR4+SmpqKr68va9eu5eWXX77sMadOnVpeqgX+t+B0cHBwhfUIZVlGkiSCg4Pr/YeYaEfNieuk/hLXyvUl2iG4Sk5ODvfddx/jx48nJiYGo9HIvn37eOuttxg+fDgA0dHRJCQk0KNHD/R6Pf7+/lUey9/fn8DAQBYuXEhYWBgpKSlMmTLlusY/ceJE3n//fZ5//nnGjx/Ppk2b+Pbbb/n555/L95k0aRJff/01P/zwA0ajkfT0dAB8fX0r9fLVVL1O8LKzs3E4HFUOYjx58iRQNkhzzpw59O3bF1mWef755684g7aqhcGhLHH86y+5JElVbq9vRDtqTlwn9Zu4Vq4v0Q7BFby9venatSvvvfceZ8+exWazERkZyYQJE3jxxRcBmDNnDvHx8SxatIiIiAiSk5OrPJZKpWLZsmU8+eSTtG3blpYtWzJ//nz69Olz3eJv3LgxP//8M8888wzz5s2jYcOGfPLJJ+U18AA++ugjgEpxLFmy5Iq3oKtDUhRFuaYj1CJJkipMsvhjAsWOHTsqdHk+//zzbNmyhd27d1/zOQsLC/H19aWgoKDSt+3MzExCQkLq9S+/aIdriOuk/nB3W8S1Uj/cKO0Qbl5OX7X5+fl88sknTJ06ldzcXAAOHDhQqzNUg4KCUKvVVQ5iFGMaBEEQBEG4WTmV4B0+fJgWLVowe/Zs3nnnHfLz8wFYuXJlhfFw15tOp6Njx44kJCSUb5NlmYSEhAo9eoIgCIIgCK7Upk2b8mLMf/331VdfuTs858bgxcfHM27cON56660Ks8CGDBnCQw895LLgAEwmE0lJSeWPz58/T2JiIgEBAURFRREfH8/YsWPp1KkTXbp0Ye7cuRQXF5fPqq0LTmWaWLL3d9QS/L1TQ1qFGK/+IkEQBEEQ6qw1a9Zgs9mqfO6vcwPcwakEb+/evXz88ceVtkdERJTPAHGVffv20bdv3/LHf8xGGzt2LEuXLmXUqFFkZWUxffp00tPTad++PevWrasTby5AUnYxD3y5D7UkkWmysuF0FrOG3EL/FsFXf7EgCIIgCHVSo0aN3B3CFTmV4On1egoLCyttP336dKXK0deqT58+XG0eyOTJk5k8ebJLz+sqb25KotQm0yXKj56eOraczeGp1Uf5cnQcHSJ83R2eIAiCUIdZrVZMJlOltUkdDgcmkwlfX/F3RKiaU2Pw7rrrLl577bXyrklJkkhJSeGFF16otNbbzexgagE7zufga9Dyzp1tmDOsDf2aB6MAL645QW7JlatnC4IgCDe3V199lfvuu6/CtlWrVuHv74+/vz+9evUiOzvbTdEJdZlTCd6cOXMwmUyEhIRQWlpK7969adasGUajkZkzZ7o6xnpr9dF0FGDILSGEGPWoVBKvDWpB21AjJzJMvLzu1FV7JwVBEISb1/r16xk/fnz5Y6vVyoQJE5gwYQJbtmzBbrdfsXi/cPNy6hatr68vGzZs4LfffuPQoUOYTCbi4uLo37+/q+Ort6x2mV9OZaDXqBje5n8lWzx1Gt4cegsPfLGf3RdyWX00nRHtwtwYqSBcnWK3IOccpLjQQqneF9m3Gf7GMPTqel0rXRDqvLNnz1ZY7H7btm2UlJTwxhtvoNPpePPNN/n73//uxgiFuuqaPp179OhBjx49XBXLDWXXhTxMFgfBXnpiwnwqPNck0IunejVh+rqTvJFwhq5R/oT7GtwUqSBcnqIoFJ/+nvMHF/BdqSelVhMb9C3wtZso1IcQ5R9Bj6g4RjVpTyPvgKsfUBCEGrHZbBWqVezatYu4uDh0Oh1QtlrCX2vBCgI4eYv2ySefZP78+ZW2v//++zz99NPXGtMNYdv5HFSSxJBbQlCppErPP9g+gj7NgpAVhZfWnUSWxa1aoW5RFIWCfe+QsPtDFhSqWUVDVnvEIKn1eCtWFEcJpvS9fJW4mjvXfcCTu1ZxIPuiGHYgCC4UGRnJ3r17yx+vXbuW3r17lz/OyMi47PqrQs0kJycjSRKJiYnuDsUlnErwVqxYUWXPXffu3fn++++vOagbwd6UfEptDrpE+VX5vEol8erAlijA9vM5LEusvRVABKE6TCe/4sDhL5nlaMzPXp1oFdaRTwc8yc4H57D6wfn80KY1z+gz6aZkEp5/hM1J2xmz5XP+tuUr9mdfdGvsNtlBvqWUPEsJZnvVdaoEoT64//77efLJJ3n33XeZMGECu3fv5oEHHih/PiEhgfbt27svwOssKyuLxx9/nKioKPR6PaGhoQwaNIjffvsNKJvkuXr1apecKzIykrS0NNq2beuS46WlpfHQQw/RokULVCpVlR1gixYtomfPnuWTZvr378+ePXtccn6nbtHm5ORUOTXbx8dHzOYBcoqtpOSX4mfQXLEUSkM/D168vTlvJJzh3S3nuLWRP00CvWoxUkGomjXnOIf3L+ZFqQPFhjDGtLiNf4TFEt4gtGxdTu8wGnV+ioZtR9Pj8ELOnVzJ9w4HiXkXOWotZGzuRXqFNuexVt2IDQh3aWyKw4olMxHzpZ0U557kQn4ayVYHpxUP0mx2jqmCQLZQpPZFpTiQ1Xq8dB4E6L2J8PIn0CsALzxpbAojxNNIuKcPDT398NGJYRJC3TN16lQuXbrEm2++iZeXF59++int2rUrf75Nmzb06tXLjRFeXyNHjsRqtfLZZ5/RpEkTMjIySEhIICcnp9rHsFqt5be0r0StVrt0mVOLxUJwcDAvvfQS7733XpX7bN68mQcffJDu3btjMBiYPXs2AwcO5NixY0RERFzT+Z1K8Jo1a8a6desq1Z5bu3YtTZo0uaaAbgT7L+ZTYLYRE+aLj0F7xX3vaRfGxjPZrD+VycvrTrH0gfZo1WJha8F9FEUm47fp7CouocQ7iO6RsbwcO4CcKr68qT2C8O/6IjEtR9Ho4DyykjfzpdXGthIvdliL2JJ2ho7BUTzcvAu9Q5ugkmp+bSuKgr0oBUvaLkou7eLk73vYix85Fgt7VcE48KIADVqVGofDjk2SaGIvpBADsbYUjmrDaFSSxO9qX4qzZfLRopbUFJ3U4qk1YFLUeGt06DU6IgxehBsMhOh0NNCX/TdAq0WvyKgdZjSyFbXDjMphRrIVYTYXkmcxEdVkIM3b3O+Kt18QKtDr9SxcuJCFCxdW+fydd95Z42MqioLiMF9raE6R1AYkqfKwpark5+ezbds2Nm/eXH5bulGjRnTp0gWA6OhoAEaMGFH+XHJyMq+88gqrV69m8uTJzJw5kwsXLiDLMuvWreP111/n6NGjqNVqunXrxrx582jatClQdou2cePGHDx4kPbt27N582b69u3Lxo0beeGFFzh+/Djt27dnyZIltGzZ8qrxR0dHM2/ePAAWL15c5T5/XdLsk08+YcWKFSQkJDBmzJhqvU+X4/RSZZMnTyYrK4t+/foBZd3Ec+bMYe7cudcU0I1g/8V8/D209Gxy9UHnkiTxf4NbciarmAMX81mwM5l/3iaSZMF9SpPXszzfynxdZ5r7NWJ25ztRq66cmGn9mhLUdz7G9L08eWAu92UcYpmlhP3Feg5bcnki/SzN/cMZ17wLAyNa4K3VX/F4sq0YS/o+zJd2kP37VvaZFSwlWXymjUHliCJT7QtePthVesI8fIj19qedXwjNfYNobvQnSHLg6ShFsRZSZEojIy+FjIJL5BVnkFuaS6ZDhVYu4bA9gkjL7/yia0UL2+8c0oZjs+exU2UkiFKK0KKS1Hg6SsjQBhBjvUCithGdbckc0kbQyJ5LhsrI/R5nad7Glf8XBKGijRs3cuDAAby9vYmNjb2mCY6Kw0zat32vvuN1EHb/r0gaj2rt+8e6rqtXr+bWW29Fr6/4ubF3715CQkJYsmQJgwcPRq1Wlz+XlJTEihUrWLlyZfn24uJi4uPjiYmJwWQyMX36dEaMGEFiYmLZnYnLmDZtGnPmzCE4OJiJEycyfvz48lvErlZSUoLNZqtU2NoZTiV448ePx2KxMHPmTP7v//4PKMtUP/roo2vOOG8EO5LzyCmxEVfNlSqCvPS8eHtzJq08zOf7LtIjOoC4hn7XN0hBqIIiO7iU+DGm0lwCfWN4vv1A/PWeyLJcrdfrQzsTcscXGFMSeOboYnIyj/Ifu4lDxRLHSyOZkn6C1/WetPEPJTYgkluCogjX6TA6TGhL0rEUppCVeYRLOecpNhfws64FGquao5oIrIZWqHVeBHv6M6hBC24LbULX4ChCPYxX7BHwBP68cKHDYSfz4hn8PR0opZk4StL5V1EaF/M9SbfYyHGEkCmrybJ7k+FQKEKDyeFDiMbAGX0Mfio1hwhEJalJV0fjo9Xj26D9Nb3vgnA5xcXFDBkyhJ07dxIaGsqlS5cwGo106tSJ77///oZeyUKj0bB06VImTJjAggULiIuLo3fv3jzwwAPExMSUr5zl5+dX6daq1Wrl888/r7C61l8XYli8eDHBwcEcP378iuPuZs6cWd6DOGXKFIYOHYrZbMZgcP2wjhdeeIHw8HCXlJ1zukzK448/zuOPP05WVhYeHh54e3tfczA3gtwSK+lFFoK9dMQ1rP4vXr/mQYxqH8GyxFSeWn2UVQ93Jsjryr0cNSXLCr8l57LhdBZnsoqJ8DUwqGUwbXzErEehTOmFX/i+SOYTXRw9gpsyILx5jY8hSSo8Gw3AI6o/flmJTDj9HfnnN/ALDrKK81hhb0NG4Uk+u+iLv1yKSdIRpJQiKwo2lQ4fu4nfddGUalR46HywezSlZUBDeoU1p1tINB0DG161R/Fq8Ul6f3SBIahUZR/q3lRMAgWhrpg2bRpFRUUkJSXhcDiIiYkhMzOT+++/n3/961988sknNT6mpDYQdv+v1yHa6p27JkaOHMnQoUPZtm0bu3btYu3atbz11lt88sknjBs37rKva9SoUaWlU8+cOcP06dPZvXs32dnZ5V9cU1JSrpjg/bkOYVhYWd3azMxMoqKiatSWq3nzzTdZtmwZmzdvdknyeM1VSl299mx9t/9iAVkmK50i/a46/u6vnu/blMTUAn4vKGXKzydYMDIGjYvG4yWmFvDmpiT2pOQR4Kklt9SGf7aWn49n0DpYzwf3+RHqU71uc+HGpMh2Lh38GHNpDiF+7XjsltucGjP3B0mS0Id0QB/SAf+uLzE+6zDWnGOMyDjGmaw0jtjsZCt2Lkre5Km8MKn0aHVGcjUedAiIpFlAFHFBEXQMbEiIh/HqJxSEG9CKFStYvHgxUVFRnDt3DgCtVsv06dMZNGiQU8eUJKnat0nrAoPBwIABAxgwYAAvv/wyjz76KDNmzLhiguflVXnC4rBhw2jUqBGLFi0iPDwcWZZp27YtVuuVlw3Vav/3t/yPuwXVvatRXe+88w5vvvkmGzdurJBQXgunEryMjAyeffZZEhISyMzMrFT3yuFwuCS4+mj/xXyCvLTcepnyKFfiqdMwf0RbHvhiPxtPZzMrIYmX+jevso5edSmKwvLES7y2/jQeOhUh3jruiw2nQ4QfJzNNfLr7AmdyShm//BCf3N9eFFy+iZWcX8sKk8In+jh6BDWlT1hTlx1bpfXEEH4rhvBbiWkHMcA9ioJiL0HSeCBdQyIpCDeyrKwsWrRoUWm7j48PFovFDRG5X+vWrctLo2i12mrlHDk5OZw6daq8LAnA9u3br2eY1fbWW28xc+ZMfvnlFzp16uSy4zqV4I0bN46UlBRefvllwsLCqj0j5mbw27lcCi12OkX6OfX6KH9P3hzammd/PMaKw5cwaFU827upU0mezSEzK+EMPx5LR5Kgf4tgXrq9BUZD2f/2fs2DuPOWYB77dj9H04t4fMVhPnuwA34eNet5FOo/xWEj7dBCikvzCfGLvebeu+qQJAlJK8oCCcKVhIaGkpqaSqNGjSps//jjj+ncubOboqodOTk53HfffYwfP56YmBiMRiP79u3jrbfeYvjw4UDZ+P+EhAR69OiBXq+/bNFnf39/AgMDWbhwIWFhYaSkpDBlypTr3oY/iiabTCaysrJITExEp9PRunVrAGbPns306dP5+uuviY6OJj09HfjfBJNr4VSCt337drZt23ZDF1d0Rm6JlUtFZry06ivWv7uaXk0DmT6wJc/8cJRvDqaSV2pjxoAWGLTqq7/4v3KKrUxdc4Kt53JQSzD19haMjouolIw39PPgnYGNeXFzGudyinnmh6Msui/WZbeGhfqh5PxPrDBJLNZ3oFtgE5f23gmC4LxevXqxZs0aunfvDoDZbKZ58+YUFBSwceNGN0d3fXl7e9O1a1fee+89zp49i81mIzIykgkTJvDiiy8CMGfOHOLj41m0aBEREREkJydXeSyVSsWyZct48sknadu2LS1btmT+/Pn06dPnurahQ4cO5T/v37+fr7/+urycC8BHH32E1Wrl3nvvrfC6GTNm8Morr1zTuSXFiXWFWrduzVdffVUh8BtVYWEhvr6+FBQU4OPzvzVlZVkmMzOTkJCQ8unVG09n8cTKw3QI92X5mGvvZv3peAb/t+EUaYUW+jYL4p1hrQn2vkp5CVlh/eks3vo1iZS8UiJ8Dcwc0orbGgdeZv+ydpjU3oz6Yj8OReGhuIY837fZNcdfm6r6/1GbanKd1DWKw0rS6nv4PLuAn/368E7PMfT7y+SK+tCO6nJ3W+rztVIdoh2ulZqaSkZGBnFxceTm5vLOO+/QpEkT7r33Xvz8/NwWl1D3OXXVzp07lylTplw2U75Z7b9YgFalcvr27F/d2boBH42MoWmgF4fTChj52V5WHknDaq96cOfhS4WM/eYgT64+QqHZRttQI0sf6HDZ5O7PmgR68u7wNkjAwp0XWHkkzSVtEOq+knM/sqpYYok+jqZBovdOEOqSiIgI4uLiAAgICGDWrFk8+uijIrkTrsqpBG/UqFFs3ryZpk2bYjQaCQgIqPDvZrUzOReVhMsSPIC4hn588VAHGvp6kFti47X1pxi0cBcf/pbMyiNp/HA0nQU7kpm86gj3f7GPE5lFeOs0PNGjMcvHdKRxoGe1z9W7aRCTb2uMt17N7IQzHEwtcFk7hLpJkR1cOrKEwtJ8Qjx8ebwWxt4JglAz69ev57bbbsPT05OQkBAGDBjAtm3b3B3WTa9NmzblY+X++u+vK1S4g1Nj8MRqFZXlllhJzitBgWoXOK6uhn4efDemEyuPpLFo1wWyiy18tOM8pXYZX4OGLJOVEG8dEjC8bShPdG9MoNfV192ryvguUZzNKeHL/Rd57sfjLPt7nMvr8Ql1R2nKRlaZVCzVd+DWwGjReycIdcyGDRsYNmwYY8aM4e6772bGjBn079+fYcOG8dlnn5VPNhBq35o1a7DZbFU+16CB+ytrOpXgjR071tVx1HsHUwuQFWgbasT3OsxCNWjVPBTXkHtjwll7MpMjaQVkFduQUPA1aGke7E3PxgE0Cqh+j11VJEni5QEtOJtdzJnsYuJ/OM7iUWLSxY1IUWQyDi/GUpJNiF87JrYWvXeCUNe89tprTJs2jenTp3Pu3DleffVVXnjhBSIiInjttddEgudGf53ZXNc4Xej47NmzLFmyhLNnzzJv3jxCQkJYu3YtUVFRtGlz8y3KeDC1kGKr/Zpmz1aHTqNieNtQhrcNvfrOTvLQqnl7WGtGLN3L/ov5zN9+nvjeomfnRlN6YSPr8wtZZOhEjF8U/cLq18QaQbgZHDx4kI8//rjS9p49ezJhwgQ3RCTUF059Xd+yZQvt2rVj9+7drFy5EpPJBMChQ4eYMWOGSwOsLxJTC/D30F73BK+2RPl7MmdYGwxaFR/vvMC6k5nuDklwIUV2kHdoATmlBQQZjIxrdavovROEOkir1VY5izcpKYmIiAg3RCTUF059ok+ZMoXXX3+dDRs2oNP9b6xXv3792LVrl8uCqy9KbQ4OXSqk0GInJszn6i+oJ/o0C2Jc50jUKok3N50ho+jmrJp+IypN2cj2wiIW6jvh6RXCnQ1buzskQRCq0KpVKw4dOlT+2OFw8NVXX/GPf/yDMWPGuDEyoa5zKsE7cuQII0aMqLQ9JCSE7Ozsaw6qvjmRUYReI9E8yJsGxhtrQsKk7o25NcqflLxSnv3PscuWaBHqD0VRKDrxNaklRQQYjPy9eRcMGrF6iSDURY8++ihHjx4tf2y1Wnn++ecZN24cL730khsjE+o6p8bg+fn5kZaWRuPGjStsP3jwYJ3rMs7Pz6d///7Y7XbsdjtPPfWUy8ctHLpUSHqRhX7Ngm+4ZdtUKonXBrfkoS9NnMgsYvavZ3h5QEt3hyVcA0v6Xg5mX+B9fSd89b7c3zjW3SEJgnAZjzzySPnPjRs3xmQyYTCINcOFq3OqB++BBx7ghRdeID09HUmSkGWZ3377jWeffbbOdRkbjUa2bt1KYmIiu3fvZtasWeTk5Lj0HIfTCgnzMdA+4sa5PftnDf08mH1na0qsDr7cnyqKINdjiqJQcOhjzpYU46fz4v4mcfjrr23mtSAI15eiKGzYsIF///vfLFy4kPXr1+PEIlTCVSQnJyNJUvn6sfWdUwnerFmzaNWqFZGRkZhMJlq3bk2vXr3o3r17nesyVqvVeHqW/QGzWCwoiuLSXwxFUdhxPpcCs43Y8BtjgkVVukUH8FzfZhj1al7fcJojaYXuDklwgiVtF3syzzFH3xWHIYCxzW/sxcoFob5LSkqiXbt23HnnncyfP5/58+czbNgwYmJiSEpKcnd4111WVhaPP/44UVFR6PV6QkNDGTRoEL/99htQVtpr9erVLjlXZGQkaWlptG3b1iXHA9i8eTNxcXHo9XqaNWvG0qVLKzz/0UcfERMTg4+PDz4+PnTr1o21a9e65NxOJXg6nY5FixZx9uxZfvrpJ7788ktOnjzJF198gVqtrtGxtm7dyrBhwwgPD7/s/6gPPviA6OhoDAYDXbt2Zc+ePTU6R35+PrGxsTRs2JDnnnuOoKCgGr3+SlLyS3EoCoGeOloEe7nsuHXRuM6R9G4aRL7ZxuSVR9h61rU9ocL19Ufv3cnSUvz1Rh5ucSvhnjfulxJBuBE88sgjREREkJKSQlJSEklJSaSkpBAWFsb48ePdHd51N3LkSA4ePMhnn33G6dOn+c9//kOfPn1qdCfOarVWaz+1Wk1oaCgajdMV5Co4f/48Q4cOpW/fviQmJvL000/z6KOP8ssvv5Tv07BhQ958803279/Pvn376NevH8OHD+fYsWPXHoDiZmvWrFGmTZumrFy5UgGUVatWVXh+2bJlik6nUxYvXqwcO3ZMmTBhguLn56dkZGSU7xMbG6u0adOm0r/U1NQKx0pPT1e6d++upKenVzu+goICBVAKCgoqbHc4HEpaWpqy+vAlpcnMDcrDyw7WuO11wR/tcDgc1dq/2GJTJnybqNwyO0FpPXuTcuBi/nWOsHpq2g5Xu9p14q64/qz04jblP5/1VhovmaR0XPWWUmAprfZr61I7rpW721IfrpVrIdrhWgaDQTl06FCl7UeOHFEMBoNTx5RlWSmxWd3yT5blaseZl5enAMrmzZurfL5Ro0YKUP6vUaNGiqIoyowZM5TY2Fhl0aJFSnR0tCJJkqIoirJ27VqlR48eiq+vrxIQEKAMHTpUSUpKKj/e+fPnFUA5ePCgoiiK8uuvvyqAsnHjRqVjx46Kh4eH0q1bN+XkyZPViv/5559X2rRpU2HbqFGjlEGDBl3xdf7+/sonn3xSrXNcSbXT1Pj4+Gonje+++261973jjju44447rnisCRMm8PDDDwOwYMECfv75ZxYvXsyUKVMAqn2/vEGDBsTGxrJt2zbuvffeKvexWCxYLP8rB1JYWHYrUpZlZPl/M0hlWUZRFA6m5uOl1RAb5l3h+frij3ZUN3aDRsX7d7dh6tpTbE7K5pHlB3ljyC0MaBF8nSO9spq241qoVKoaXyfuvjYUh5XcAx9yotSKr9GbvzXrirdGV+246ko7XKG22vJH7bL6dq1cK9GOmquqzt0foqOjKSiovC54fn4+TZs6V4De7LDTe80HTr32Wm0ZMgmPas7a/2Nd19WrV3Prrbei11esUrF3715CQkJYsmQJgwcPrnAHMSkpiRUrVrBy5cry7cXFxcTHxxMTE4PJZGL69OmMGDGCxMTEK/4/mDZtGnPmzCE4OJiJEycyfvz48lvEV7Jz50769+9fYdugQYN4+umnq9zf4XDw3XffUVxcTLdu3a56/KupdoJ38ODBau3nylmkVquV/fv3M3Xq1PJtKpWK/v37s3PnzmodIyMjA09PT4xGIwUFBWzdupXHH3/8svu/8cYbvPrqq5W2Z2VlYTabyx/LskxBQQGbz2Rgsdlo4qWQmVn/igH/0Q5FUa54gf/V5A7+ZOQVsu1CIS/85whp3SMY3Mz/OkZ6Zc62wxmhoaE1vk5qI64rsR7/gO2ZKXyki8NX58tAn8gaXa91pR2uUFttCQ0tW22mvl0r10q0o+b+uFaqMn/+fOLj43n99dfL/+jv3LmTF1988YZfF16j0bB06VImTJjAggULiIuLo3fv3jzwwAPExMQQHFzWseDn51fpPbRarXz++efl+0DZ7d4/W7x4McHBwRw/fvyK4+5mzpxJ7969gbI6wEOHDsVsNl91NnN6enqlNWkbNGhAYWEhpaWleHh4AGWl57p164bZbMbb25tVq1bRuvW11yatdoL366+/XvPJaio7OxuHw1HlG3Ty5MlqHePChQv84x//KJ9c8c9//pN27dpddv+pU6dW6K0sLCwkMjKS4OBgfHz+N0tWlmVySu3kWxQMei192jTCS+ea+/a1SZZlJEkiODi4xh9iS0c3YNamJL4/lMYb2y6xL9PGpO7RtAzxvk7RXt61tMMZNblOajOuqljSdvN76i9slEMI8G3A07EDaNWwZmso1oV2uIq4Vq4v0Q7XGjx4MABDhgypMEFQkiQGDhxYYd9q34lRa9gyZJLrgqwBg7pmfydHjhzJ0KFD2bZtG7t27WLt2rW89dZbfPLJJ4wbN+6yr2vUqFGF5A7gzJkzTJ8+nd27d5OdnV3+fqWkpFwxwYuJiSn/OSwsDIDMzEyioqJq1JbLadmyJYmJiRQUFPD9998zduxYtmzZcs1JXv3LSGqoS5cuNZryrNfrK3UDQ1nP4V9/yY9klGCTIa6hD0aDrtJr6gtJkqps39WoVPDygBb4emhZuieFzWdz2HQmmxExYTzXpxl+HrVbPNfZdjijJtdJbcb1V47SbAr2zGSdzYdfPVrT1jeMB5p2cCoWd7bD1cS1cn2JdrjOqlWrXH5MSZKqfZu0LjAYDAwYMIABAwbw8ssv8+ijjzJjxowrJnheXpUnPQ4bNoxGjRqxaNEiwsPDkWWZtm3bXnUShlb7v/fqj7uU1UmmQ0NDycjIqLAtIyMDHx+f8t47KJu42qxZ2VrgHTt2ZO/evcybN6/KNYhrwukEb9++fXz77bekpKRUenNWrlx5TUH9ISgoCLVaXeUbdKUu7dpyJLMEq10m7gZZf9YZkiTxVM8mjGgbyqyEM+xJyWfVkTS2ncuhR+NAmgZ6ckerECJ8Pa5+MMHl8vfMJt+UxXqpGYHewbwQcztaVc1muguC4D533XWXu0Ooc1q3bl1ecUOr1eJwOK76mpycHE6dOsWiRYvo2bMnANu3b7+eYdKtWzfWrFlTYduGDRuuOr5OluUK43ad5dTXkmXLltG9e3dOnDjBqlWrsNlsHDt2jE2bNuHr67pkR6fT0bFjRxISEsq3ybJMQkKCSwYgXqsDaSaMeg0dG/q5OxS3i/L3ZMG9sXxyfywRPh6YLA6+O3SJeVvPMfST3fR+/zee+/E43xxMZf2pTA5dKqDUdvVfSsF5toLzlJxfwxq7Lyc9WxBlDKZHSLS7wxIEQaiWnJwc+vXrx5dffsnhw4c5f/483333HW+99RbDhw8HyiahJCQkkJ6eTl5e3mWP5e/vT2BgIAsXLiQpKYlNmzbVaPKoMyZOnMi5c+d4/vnnOXnyJB9++CHffvstzzzzTPk+U6dOZevWrSQnJ3PkyBGmTp3K5s2bGT169DWf36kevFmzZvHee+8xadIkjEYj8+bNo3Hjxjz22GPl96ery2QyVSjWeP78eRITEwkICCAqKor4+HjGjh1Lp06d6NKlC3PnzqW4uLh8Vq275JZYuZBvQaVS37ArWDgjrqEfK8Z1IuFMNvt+z2fz2WzySu3kmW2sOHyJX05lUmpz4KlVo1ZJ3NrIny5R/vh5aGga6EW7sKrfS0VRbrhl4K4n2VJI7vZpZKp9WUZL/A0+PN+ur3gPBUGoN7y9venatSvvvfceZ8+exWazERkZyYQJE3jxxRcBmDNnDvHx8SxatIiIiAiSk5OrPJZKpWLZsmU8+eSTtG3blpYtWzJ//nz69Olz3eJv3LgxP//8M8888wzz5s2jYcOGfPLJJwwaNKh8n8zMTMaMGUNaWhq+vr7ExMTwyy+/MGDAgGs+v6QoNV/WwcvLi2PHjhEdHU1gYCCbN2+mXbt2nDhxgn79+pGWVv2lrDZv3kzfvn0rbR87dmx5xef333+ft99+m/T0dNq3b8/8+fPp2rVrTcN2SmFhIb6+vhQUFFQYEL39XDaTvk+keQNfvh9bf1cDkGWZzMxMQkJCrts4kzNZJr7YfxGbQ2bv7/koQH6pjbwSG74eGgrNdnwNWuyyQosgL7KKLahVKgrNNm5rEsihSwWYLGW9fQNaBGPQqLmjVQido/xqtR1XcrnrxB1xWTIPkrfzVaxZh/lQ35nvda3pE9GKT24b5fQx3f3+upK721KXrpXrQbRDEOoGp3rw/P39KSoqAiAiIoKjR4/Srl078vPzKSkpqdGx+vTpc9WlwyZPnszkyZOdCfW6OZNdTFaJnUEBYh3Pq2ke7M1rg1tV2GaxO/jpeAaH04o4lVnEmexiiq12kvNKyCmxEeCpJctkZdu5HPJKbXjrNBRZ7Kz67zq43x1KZXjbUJ7t0wy9RoVeLXqmAAoSP6Dw8MegQJZfO9ZKMfhrPHmydU93hyYIgiDUIqcSvF69erFhwwbatWvHfffdx1NPPcWmTZvYsGEDt99+u6tjrJNOZxUT4qXllga1XxLkRqDXqBkZE87I/84+tztkfjmVxeG0QgK9dLQNNfLdoUt4aNUMaBHM9vM5JJzOpshqRwIKzXbWnMjkp+MZaNUqovw8mNothJAQtzbLrQoSP6Qw8UMkjYGS4C5MLG1Kqd1G96BIYgLC3R2eIAjCDaVNmzZcuHChyuc+/vhjl4yjuxZOJXjvv/9+eYHOadOmodVq2bFjByNHjuSll15yaYB11aFLheSV2mkedGOvP1tbNGoVQ1s3YGjr/9U87B4dUP5z32ZBvDygZfnjTWeyef6nY+SX2vHSq0lMLWDc6gI6R+UyZ3gbAjzrb9mamrLmniB/5/9hKzgHiowmrDujTU1ILS0kwtOHZ9r2dneIgiBco/z8fD766COmTp1a4WfBfdasWYPNZqvyub/W73UHp8bg3UyqGi9TanPQ+4PfsFitbHz8NoKNV65mXZfV53EmVrtMUnYxK49cYvWRdPJLLXjqdGg1Ek90b8zDnSNRqWrn1m1tjasq+3VVsGUfxW66RO7OV1GshUhqPbK1AFXzUcyQYtiXfRGtSk1829481DTums9bn6+Tv3J3W8QYvPqhrrXj3LlzxMbGUlRUVOFnQbgcp3rw+vfvz9/+9jfuueeeCh9QN4uz2cXkldgI8lAT6HXz9BTVNTqNitahRlqHtuTF25uzdPtJPtyXRabJykc7ziNJML6LayqNu5uiyOTvm0PxqeUgSSi2YiS1HhQFkEClZZHvYH7ODUAtpWGyWRjUsJVLkjtBEASh/nHqa0mbNm2YOnUqoaGh3Hffffzwww+X7aa8EZ3OLsZbr6FlkCjeW5cMaRHAxom3MuSWEExWB+9uOcvIpXspKK0/1+bxvHQmb/uaxzbM5/3v/s6lE99SdHQxqV93o/jUMhSbCVCBSsNFDCQ4/KD5vRzutZT/qBtTbLdhdth5rFU35nYd7u7mCAKKomDNPEdJ0s6rTqgTBMF1nOrBmzdvHu+99x4bN27k66+/ZsyYMajVau69915Gjx5dvijvjWp4m1BiQo1kZGW7OxThL3wMWt4f0Y77P9/P+bxi9v6eT/x/jrHovthau13rrMO5qQz/YRZqFLTYcdgyOL5rOVPkw6D15lurL7/qO2LxakwBaiwyKCjMzdJgz/iJEoeNBh7eLO35IC18g69+QkG4zgp2fk3Wj28gqdTIpYU0eOhdPKLjUBQFtVcAKoN3pdqMhQd/omD7UiSVGktGEsh2vFr1Rh/VHpXeG9lchGeL29CFthB1HQXhCpxeqkylUjFw4EAGDhzIggUL+PHHH5k5cyaffvpptZYNqc/UKokmgZ54O+rv2LsbmUat4svRHVi06wKf77/InpQ8+n+8k3GdI7k3JgxP3f8u+/xSG+tOZuJj0NCnaWCF52rbk+vncYftNGpFYZc2kh3axvS1nmW1thFLHY0p9gxGa/BDragosdtwKDIGtQYNYHbYCNR78l3fsUR43bxL5wl1R/62peRt/DeyuQi1dwAqDyNZK6cj28yo9F6gKEh/Wnj+j/GlKOAwZaPy8EE2F4HDTvHJrRSf2IxsLkKxW1B5+uPZvAfBI15B6x+OozgfVCrUHjffkCFBuJxr/muWnp7OsmXLypcS6dKliyviEoRr4qnT8FSvpjQwGpi+7iT5pTZm/HKKf28/T9cof9qFGTmYWsD+iwXYHDKKArc1CcSo1xAb7sPwNg1qNdm7eGk/gUWn2aGJ5EXVeZ5XJXK/171sdoSz0WGjRNLiq/NAUaBUtuGh0dA1uBFPtelJiikfk91CS98QkdwJdYIj+xx5CR/gKMpG7RNM6Oh5pH/1NI7CDFQGI4rNDIqMo7gU1X+va8VmRqX3RJFlND5l9Y5UWgOKoiAX56EyeKPy9ANJhWwuoiRpBynv3gmApFKhKAo+He7C0KQzxtghLm+TIstkrZyO6cg6AgfH49vtIZefQxBcyam/YIWFhaxYsYKvv/6azZs306RJE0aPHs3y5ctp2rSpq2MUBKeNah+ORiXx/vbz2GSZnGIrOy/ksvNCLulFFtSShIdWhVatIuFMFlaHzA9H03hncxLdGgXw8oAWNDDqr3ucy4+s5aImgAjsjLx/OSqPYB4+vZs3Dm1Er9UTotXxTNve9GzQmFK7nZa+weW3p9r612x5QEG4nqxZ5yn6aiJqhwW1TwhR8T+h9Qsj6pkf+X3uXWiDG+PRuBPmlENYs5JRrMVIkgrJw4jGJwTPW/rh13McGmNQ+TFNR35B0uiwZV9AF9qCov2rKDr4I7LNguKwIanUoMgUHvwPBbu+AYcdY9xdACgOO0gSkkqNIjtAdlCavB+PJl2Rqjk7VraUkPLendjz05DNRWSveRtDVHsK96/CfPEIuqBogodPR6UXhe/rs+TkZBo3bszBgwdp3769u8O5Zk4leA0aNMDf359Ro0bxxhtv0KlTJ1fHJQguIUkS98aGc29sOPsv5vPwskRMFgcqCcKMeiRJ4u07W7MpKZuVR9JQFAmVJJFdbOVgagG1NWxvW3oSGoeNx+PuRO1Z1nvxaIsuhHv64KfzoHNQJHq1+24fC0J1KIpC6gf3oxTnInl4ETziVbR+ZV9AtP7hNHl1n1PH9W43qMJjQ3RHPJp0IX/bEmz5af/tEVRwFGYi6TzI+PYF7AVpKJKKvISP4L9fhhRrCZKmbPZ58D2v4tPxbgAcxfnYC9LRh7dCsduwZiaRsfx5zIU5FDssZbPVFRnFYUdtDEaxmbn40YPI1tKysYIXEjEd+QUUGV14a4LvmoahYVvn38jL+POYw5tl/GFWVhbTp0/n559/JiMjA39/f2JjY5k+fTo9evRAkiRWrVrF3Xfffc3nioyMJC0tjaCgoKvvXA1paWn861//Yt++fSQlJfHkk08yd+7cCvusXLmSWbNmkZSUhM1mo3nz5vzrX//i73//+zWf36m/GP/5z3+4/fbb60RtIEGoro4N/Tj8bB9OZhax/XwuA1sEo1WrCPMx0DnSj4Z+Hhg0KhbtuoBWLfFI1yiCva9/713O+Q142ArQqbyJa9yjfLtKUnFnZOvrfn5BcBVHcS7IDiSDkeBRb+LT4c7rch6VVo9Pl/vw6XIfpef3I1uKURw2io9vwnR4LbK5kNyEj5CtxaAoyCUFSDoDkkqLbC1bTtN0aA0+He9GkWXSv/kXpWd3ETbmA3J//Rhr2knk0gJkSYtiLgDFgUpvxLN5d0JGvcWFtwchW82oDN6AhFySj2KRwWHDnLyf9K+eodG/1mDNPk/m9y/hKMmnwajZeDTq4HSbo6OjOX78eKWfb3QjR47EarXy2Wef0aRJEzIyMkhISCAnJ6fax7Bareh0Vy9pplarCQ0NvZZwK7BYLAQHB/PSSy/x3nvvVblPQEAA06ZNo1WrVuh0On766ScefvhhQkJCGDRoUJWvqS6nCx3b7XY2b97M2bNneeihhzAajVy6dAkfHx+8vW+c5btEUdL6wZXtuJBbwoW8Uno1Daz2a67lOlm+9nkWpl5Aq/Zg7bgldfKb+Y1ynYD723Ijf6aUnN1N6sd/x4GaFm8ec0s7ik9tI/3LJ7EXpCNpdGiMweXlWf743VIUBWQ7iiyXb5ctxag8/ZBL8stu6WoM2M0mtMYAQEKSJBrP2AOSRMrbg7BmX8A7ZhChD7yD+eJRCnZ+RfGxBBSHDdlSjGeL29D6R1CwaxmKw4ba0xff7n8n+K4Xa/09qa/y8/Px9/dn8+bNVVbniI6OrrBUWKNGjUhOTuaVV15h9erVTJ48mZkzZ3LhwgVkWWbdunW8/vrrHD16FLVaTbdu3Zg3b1750LK/3qLdvHkzffv2ZePGjbzwwgscP36c9u3bs2TJElq2bFkpnivp06cP7du3r9SDV5W4uDiGDh3K//3f/9XoHH/lVA/ehQsXGDx4MCkpKVgsFgYMGIDRaGT27NlYLBYWLFhwTUEJgjs1CvCkUUDtjaU5kJ9FjtqHcS1urZPJnSBUhy0nhbTPnkCl90bduJvb4vBq2ZPoKZu48NYAFEWh4eTvUKylAOjCb8FRlM3513uAw4YiO5DUGmSHA7WnH/b8NCSVGrUxmMAhz5KfdoHQW0egWEyovQLKx+w1/Of3yCX5aAPLCql7RMfhEV1WVDz10wmUntmO+fxeSs/uRv3fsYSy2UThnm/xu20s2oAIN7wz/6MoStltbTeQtIZqf855e3vj7e3N6tWrufXWW9HrK95R2bt3LyEhISxZsoTBgwejVqvLn0tKSmLFihWsXLmyfHtxcTHx8fHExMRgMpmYPn06I0aMIDEx8YpfRqZNm8acOXMIDg5m4sSJjB8/nt9++82J1l+Zoihs2rSJU6dOMXv27Gs+nlMJ3lNPPUWnTp04dOgQgYH/6+UYMWIEEyZMuOagBOFmIdtK+L2kkBBFTaeozu4ORxCclvXD62Xj4EzZeLS63a2xqL38LzveT+MTTPjDC8n+cRaO4ly0AQ0xRHeiYMeXqL38Uek8aPT8RiQPH8yZmeiq6FFVe/hctiRLg/tmcuGdwYCEYi4CRSZk5Otk/+f/CLpzKho/90+KUmxmkmf2dMu5o6dtQ9JVb5EAjUbD0qVLmTBhAgsWLCAuLo7evXvzwAMPEBMTQ3BwWb1PPz+/SrdWrVYrn3/+efk+UHa7988WL15McHAwx48fp23by4+ZnDlzZnkP4pQpUxg6dChmsxmDwTWl0goKCoiIiMBisaBWq/nwww8ZMGDANR/XqQRv27Zt7Nixo9I97ejoaFJTU685KEG4WZTknea4KgiHSkOrYDEDXaifFIedkqTfUGwWPJp1RxN9q7tDuiKvW/rgdUuf8seKoiCbi5DNRYT+/d9lhZn/e/u2pjQ+IYSOnselhWOQtB5ET/kVtZcfxvZDXRT9zWXkyJEMHTqUbdu2sWvXLtauXctbb73FJ598wrhx4y77ukaNGlVI7gDOnDnD9OnT2b17N9nZ2eX/j1NSUq6Y4MXExJT/HBZWlqBnZmYSFeWapTCNRiOJiYmYTCYSEhKIj4+nSZMm9OnT55qO61SCJ8tylcWML168iNFovKaABOFmcjbrLB1tySR7NCVQlFgQ6qmiAz8gqTRoAoIJf+xLsrLr1yo/kiTRYNS13xL7g1fLnjR46D3Unn6ovfxcdlxXkbQGoqdtc9u5a8pgMDBgwAAGDBjAyy+/zKOPPsqMGTOumOB5eXlV2jZs2DAaNWrEokWLCA8PR5Zl2rZti9VqveL5tVrt/+L/7+1lZ78AVEWlUtGsWTMA2rdvz4kTJ3jjjTfck+ANHDiQuXPnsnDhQqCswSaTiRkzZjBkiOsLTArCjeq7i2f4TduEDh4+YvydUG8VHVqDXFqIV6s+1a4td6P7owRLXSRJUrVvk9ZFrVu3ZvXq1UBZ8lWd1bNycnI4deoUixYtomfPstvT27dvv55hOk2WZSwWyzUfx6nfxHfeeYfffvuN1q1bYzabeeihh8pvz7piYKAg3AwUReFw+ik62VKI8XNN3SVBqG2O0kLMF4+g9g4kcMhz7g7nhqNSqXjiiScu+/yQIUN44403ajGi2pOTk0O/fv3KV8o6f/483333HW+99RbDhw8HyoaGJSQkkJ6eTl5e3mWP5e/vT2BgIAsXLiQpKYlNmzYRHx9/3duQmJhYfvs1KyuLxMTECiVu3njjDTZs2MC5c+c4ceIEc+bM4YsvvuBvf/vbNZ/bqR68yMhIDh06xPLlyzl06BAmk4lHHnmE0aNH4+FRf78VCEJtki15ZMkqUjUNePkW9w5KFwRnWS4eRS7KQhfWCm1AQ5feuhLKetu++eYbVCoV77//fqXnH3zwQf79738zdepUN0R3fXl7e9O1a1fee+89zp49i81mIzIykgkTJvDii2XlZubMmUN8fDyLFi0iIiKC5OTkKo+lUqlYtmwZTz75JG3btqVly5bMnz//mm+DXk2HDv+rfbh//36+/vrr8nIuUDaz94knnuDixYt4eHjQqlUrvvzyS0aNGnXN565xHTybzUarVq346aefuOWWW645gLruRq5ZBaIdruLMdVKUkcjjP7zEBW0Aa/62EKMTY1Nqi7vfX1dyd1tutM+U/O2fk7thPl5tB9Lgvln1th1/VVfaoVar2bx5Mw899BDDhw+vlOSdOHGCrl27UlhY6KYIhbqqxj14Wq0Ws9k99XME4UaSlJfKYW0YWrUBb831XzFDEK4HS9op7AUZ6Bo0c3coN6wWLVqwZcsW+vbti8Ph4MMPPywfs2u328WdM6FKTn0tmTRpErNnz8Zut7s6HkG4aezK/p1m9mwCtRoxwUKot2xZ51D7BKMLEQne9dSkSRO2bdvGL7/8wrBhw0hKSiI7O5upU6fSvXt3d4d3U2rTpk15Mea//vvqq6/cHZ5zY/D27t1LQkIC69evp127dpWmI69cudIlwQnCjexSSSGpKiM9PcW3b6F+UmQZS+oxFIdd9ODVgqioKH777TceeOABWrZsiaIoREVFsX79eneHdlNas2YNNputyucaNGhQy9FU5lSC5+fnV6kitCAINZNRaiJYKaWzn7+7QxEEp9jzLoJKjSSpUHsFuDucG9KSJUvw9fUtfxwWFsaWLVs4fvw4ubm5dOzYUdyidZNGjRq5O4QrqlGCJ8syb7/9NqdPn8ZqtdKvXz9eeeUVcXEJghNSzaWYURPi4Xv1nQWhDsr64XUcRdmovfyRtGIc6fUwZsyYKre3bt26liMR6psajcGbOXMmL774It7e3kRERDB//nwmTZp0vWJzmfPnz9O3b19at25Nu3btKC4udndIwk1OURQybHZKVQaCPf3cHY4gOMWWnYxit6LIdjGOVBDqmBoleJ9//jkffvghv/zyC6tXr+bHH3/kq6++qvN1j8aNG8drr73G8ePH2bJlC3q9+KYpuNeZwmxKHVZCHfk0ELe2hHpKGxiFyuCNJGaBC0KdU6MELyUlpcJSZP3790eSJC5duuTywFzl2LFjaLXa8qVJAgIC0GicGnooCC6TbS5Gp1JzTtsAH0+R4An1kyE6DiQJfVgrd4ciCMJf1CjBs9vtGAwVi7FqtdrLziKpjq1btzJs2DDCw8ORJKl8fbk/++CDD4iOjsZgMNC1a1f27NlT7eOfOXMGb29vhg0bRlxcHLNmzXI6VkFwlRKHFbu9hKG2JFQ6b3eHIwhOUexWVHpvPJp1c3cogiD8RY26shRFYdy4cRVucZrNZiZOnFihVEpNyqQUFxcTGxvL+PHjueeeeyo9v3z5cuLj41mwYAFdu3Zl7ty5DBo0iFOnThESEgJA+/btq6zJt379eux2O9u2bSMxMZGQkBAGDx5M586dGTBgQJXxWCyWCov8FhQUAJCfn1/hVrQsyxQWFqLT6ep9tXbRjppRqVTodDqsVmv5tppeJwdSklBK7fyu8qewREEt5V/XmK/VjXKdQO21RaVSYTQasVqtN9xniunIeooO/YTl98PIRdmozTbU+flA/WrHldT2Z4rRaBTjGAWXqtFSZQ8//HC19luyZIlzwUgSq1at4u677y7f1rVrVzp37ly+PIssy0RGRvLPf/6TKVOmXPWYO3fu5JVXXuGXX34B4O233wbgueeqXhT7lVde4dVXX3UqfuHmMWXKFN588013hyHUcQUFBbz77rviM0W4qr8uXScI16rGa9FeT39N8KxWK56ennz//fcVkr6xY8eSn5/PDz/8cNVj2u12OnfuzKZNm/D19WX48OE89thj3HnnnVXu/9cePFmWyc3NJTAwsMK3q8LCQiIjI/n999/r9S+laIdz/tqDJ66T+qM221JVD564VuqH2m6H6METXK1OzzbIzs7G4XBUqgjdoEEDTp48Wa1jaDQaZs2aRa9evVAUhYEDB142uQPQ6/WVZtn6+flddn8fH596/SH2B9GOmvvreFRxndQvtdUW8ZlSv90o7RBuPnU6wXOVO+64gzvuuMPdYQiCIAiCINSKOj0CNigoCLVaTUZGRoXtGRkZhIaGuikqQRAEQRCEuq1OJ3g6nY6OHTuSkJBQvk2WZRISEujWzb3T8vV6PTNmzKj3RZNFO66vuhpXTd0o7YC625a6GldNiXYIQt3g9kkWJpOJpKQkADp06MC7775L3759CQgIICoqiuXLlzN27Fg+/vhjunTpwty5c/n22285efJkpbF5giAIgiAIQh1I8DZv3kzfvn0rbR87dixLly4F4P333+ftt98mPT2d9u3bM3/+fLp27VrLkQqCIAiCINQPbk/wasNPP/3Ev/71L2RZ5oUXXuDRRx91d0iCIAiCIAjXzQ2f4Nntdlq3bs2vv/6Kr68vHTt2ZMeOHQQGBro7NEEQBEEQhOuiTk+ycIU9e/bQpk0bIiIi8Pb25o477mD9+vXuDksQBEEQBOG6qfMJ3tatWxk2bBjh4eFIksTq1asr7fPBBx8QHR2NwWCga9eu7Nmzp/y5S5cuERERUf44IiKC1NTU2ghdEARBEATBLep8gldcXExsbCwffPBBlc8vX76c+Ph4ZsyYwYEDB4iNjWXQoEFkZmY6dT6LxUJhYWH5v4KCArKysrjB72QLNSSuE6G6xLUiCII71PmVLK62CsW7777LhAkTePjhhwFYsGABP//8M4sXL2bKlCmEh4dX6LFLTU2lS5culz3eG2+8UeXC4KdPn8ZoNJY/lmWZgoICfH19UanqfJ58WaIdNRcaGiquk3qsttryRzF2ca3UT7X9mSIIrlavJllIksSqVau4++67AbBarXh6evL999+Xb4OyEiv5+fn88MMP2O12brnlFjZv3lytSRYWi6XCwuB/LDidl5dXYT1CWZbJysoiODi43n+IiXbUjEqlEtdJPVZbbfnj2OJaqZ9q+zNFEFytzvfgXUl2djYOh6NSweMGDRpw8uRJADQaDXPmzKFv377Isszzzz9/xRm0VS0MDmW/gH/9JZQkqcrt9Y1oR82J66R+E9fK9SXaIQjuV68TvOq66667uOuuu9wdhiAIgiAIQq1w+mtJfn4+n3zyCVOnTiU3NxeAAwcO1OoM1aCgINRqNRkZGRW2Z2RkiDENgiAIgiDctJxK8A4fPkyLFi2YPXs277zzDvn5+QCsXLmSqVOnujK+K9LpdHTs2JGEhITybbIsk5CQQLdu3WotDkEQBEEQhLrEqQQvPj6ecePGcebMGQwGQ/n2IUOGsHXrVpcFB2AymUhMTCQxMRGA8+fPk5iYSEpKSnksixYt4rPPPuPEiRM8/vjjFBcXl8+qrQsKzTY+3/c7i/ekkFFkufoLBEEQBEEQroFTY/D27t3Lxx9/XGl7REQE6enp1xzUn+3bt4++ffuWP46PjwfKZsouXbqUUaNGkZWVxfTp00lPT6d9+/asW7eu0sQLdykotfHAF/vJMFkwWews3JnMvLvb0bWRv7tDEwRBEAThBuVUgqfX6yksLKy0/fTp0wQHB19zUH/Wp0+fqxYEnTx5MpMnT3bpeV3lgx3JXMgrIcSop1mgF+dyi3lq9RGWPtiBViHGqx9AEARBuGlZrVZMJhMBAQEVtjscDkwmE76+vm6KTKjrnLpFe9ddd/Haa69hs9mAsqnkKSkpvPDCC4wcOdKlAdZnaYVmlh1IxaBV897wtnz1tzi6RPmTYbIS/8MxCkpt7g5REARBqMNeffVV7rvvvgrbVq1ahb+/P/7+/vTq1Yvs7Gw3RSfUZU4leHPmzMFkMhESEkJpaSm9e/emWbNmGI1GZs6c6eoY6601JzKxKzKx4T50iPBFq1bx1p2tiYvwJTmvhBm/nBLLFQmCIAiXtX79esaPH1/+2Gq1MmHCBCZMmMCWLVuw2+28/PLLboxQqKucukXr6+vLhg0b+O233zh06BAmk4m4uDj69+/v6vjqLUVR+OFoOlq1ipEx4eXbvfUaZg25hfs+38vWczmsPprOiHZhboxUEK7MIcv8mnaG3b+fxZDlSbuAMG5r0BgPSQKVGkkSRWAF4Xo5e/YsMTEx5Y+3bdtGSUkJb7zxBjqdjjfffJO///3vboxQqKuuqdBxjx496NGjh6tiuaGcyS4mOa8ElQR9m1ZcOaNliDfP9W3G7E1JvLb+NJ0i/Yj083BTpIJweclFuTy390cSc1PRyhIyVlSWfMLs+fRV5XG/ch4f30i0gW3wbHInhvDuSCq1u8MWhBuGzWarsGbxrl27iIuLQ6fTAdC4ceNKtWAFAZy8Rfvkk08yf/78Stvff/99nn766WuN6Ybw2/lcJKBf82C89JXz6NEdGtIl0h9JghnrTuGQxa1aoW45X5TD6M1fcSI/g4YeRkZKaYwr3k2MPRUPeyGfyWHMtkexrsiB6eRycrY8S/rqYZhOfoNsK3F3+IJwQ4iMjGTv3r3lj9euXUvv3r3LH2dkZODvL6oyCJU5leCtWLGiyp677t278/33319zUDeC35JzKbLY6XaZcigqlcSsIa3w1KnYlJTN0r2/13KEgnB5JXYrT+1aTanDxi1Gfz6y72C8aQujpRQ+bNWOZ3o+RofITmz3u5W3DN14PXQcGboQbLmnyN8/l/RVd2I6+Q2Kw3pd47Q67BRYSymwllJoNZf/c8hy+T6KoqAoMorDimwvRVHkKxxREOqW+++/nyeffJJ3332XCRMmsHv3bh544IHy5xMSEmjfvr37AhTqLKdu0ebk5FQ5NdvHx0fM5gFKrHaOXCokwFPLrVeodxfqY+DF21vw8rqTLNyZTLdG/rQOFaVTBPf74MRvHMq9RBu/EN607UCbuRPZ2Jzg2+diCG7D7UDvFg6+OnuAhSd3ssVSzEFdX/5xy1CGZG/Ann2I/P1zKTr2OT7tn8Cz8RCX3Lq9VFLA5rSzHMtP50heOpeK83EoCjbZgUGtxWQrxRsHpdZiWiiFtLMmE6RR08GeRrhOi85ejKTxwC55kOXfCK1PFBqvMNTeYag9w9D4RKL2ChPjCoU6Y+rUqVy6dIk333wTLy8vPv30U9q1a1f+fJs2bejVq5cbIxTqKqcSvGbNmrFu3bpKtefWrl1LkyZNXBJYfbb/YgE5pTai/T1o6Gu44r53tAphy9kcvj6YysvrTvLV6DgMWjGGSXCfxJxUlp9LJMTgTbwmFX3WUVR+zZA6voUu8Jby/TQqNWObd+b28Oa8enA9iTmpvJuWzwb/YbwQPZKIc99gyzlO3q7XKTq2FN/YxzFE9atx8pRiymPDpdP8/PsJfjflkWstwajRY1dkJMWB2mFBtpVisOWiyHb8FQvhcikpmiAyHP4UYiTarieZIHrIqfgoWtrYM4iwniY08xg+jiLUel9kSz5qQwAKCvrgWLR+zdEYI1B7RaDxDsdsCCbNauNicT6///ff2cIc8qwlPNQ0jvsbt3fx/wlBKKs7u3DhQhYuXFjl83feeWctRyTUF04lePHx8UyePJmsrCz69esHlHUTz5kzh7lz57oyvnppZ3IufgYNtzcPRpKkK+4rSRLT+jfn0KUCzuUW897Wc0y9vXktRSoIFSmKwpyjW8g0mxgf3pBW5z9Dka349/+IAqqe7d3Qy4+FPe5jzcUTzEzcSLIpj4cLbYxu/CQPNE1Fc+orrJkHydk+DY1HAN63/A3PJsNQ6X0uG8cfPXUJaWfYnn4OH62BPGspfjo9/Xx9iZPyaZK7hzBbNr7WPCS1FlQqFElBE3ALxYGdSfNqxnm1H0cK89mXk4bWbmO73Bi7bGONw4FFseOjUjA7bERJNvx1+XjarETbUklKNRF37nsO6KIJdBRyQgqgWFJTqGjQqTUUymBQa9HIZswqD86p8kEkeMJ1tHHjRg4cOIC3tzexsbFigqNwVU4leOPHj8disTBz5kz+7//+D4Do6Gg++ugjxowZ49IA66MdyXlkF9voEuVXrf19DFpmDGzJmG8OsuxgKn2aBtItOuDqLxQEF9uUlsSJ/AyivXwZlf4tqLT4tBmDPiQOMjMv+zpJkhga2ZruIdG8d3QLy88nsuLCUZYpMoMjn6BvxO+0vPgTct4Z8g/MJ//AXDybDscjogf6kI5IOiNJhdlsTj/LhkunOV+YQ0ZpESE6HVrZSgeVnd66VOJKTuKVnYrK4I9iMyFpvdGFd0YXHIe+QRz64FhU+rLhIy2A3n+KMcts4mR+JifzMziQlsxFWzGZZhMlVjO5OgOnzYEE6j3Yam6BBw726KKQZTsBKhP5skRDpZAwbAQjE6tk4lD50M72OyqtPy18W1/f/zHCTau4uJghQ4awc+dOQkNDuXTpEkajkU6dOvH999+LlSyEy3K6TMrjjz/O448/TlZWFh4eHnh7e7syrnqr0GwjtdBMsLeODhHV/8XrFh3AhFsb8c2Bi0z5+QTfj+1EsLfe5fEpikJaoYWzOcWEeOtpGiDKswhlHLLMv49vI9tsIj5Ij3fORVReYRhjJlb7GP56T17reAfDotqw4OROtmWcY1PmBVZYSgj2GEK0l5VoUxLNio6ScWYfUUd/YLcmmlQ8OKHyw1tSyHJIRCpF3KnkEWO10Mt+AR+bEbk0E5VHCGq/pugjbsMjoif60M6otJ7Vii3Y4E1wqDc9QqIZ5teYkJAQZBRyLSVkW4rJNheTbzUjAWpJhVqlQoWETq0mzMOHMJ0WT8WKYjejKHaQHSiKAxQHakOQk++6IFzZtGnTKCoqIikpCYfDQUxMDJmZmdx///3861//4pNPPnF3iEIddU118ACXrz1b3yWmFpJdbKVdqA8BnroavfbJ2xqz/VwOZ3NKePbH4yy8Lwa9xnXj8Q5fKmT6LydJzi3BLis4ZIWGvgaGNzcyMSgYlRhXflNbf+kUvxfn09zox9C0L5HUBvy7TkWl9USWazbztHNwFJ2CIjldmMWa30+w6sJRzA4bu0tsnNC3pJhwVI5S/NVBpCt6etmT8VBruVNJoZXKTBuNBR/ZjNoQjErXHH2DDuiCY9GHdERtjLzq0Ifq0qjUhHgYCfEQk5uEumnFihUsXryYqKgozp07B4BWq2X69OkMGjTIzdEJdZlTCV5GRgbPPvssCQkJZGZmVlpuy+FwuCS4+uhAagEBnlq6NvKr8WsNWjUfjoxhzNcH2HI2h9fWn+b1O1pd8x8zWVZYvCeFj3deoMTmQK+RuCXEyKXCUtKLLLyzo4izJomZd7TCU3fNOb9QD8mKzOLTu8kxlzDeYEPnKEEf2hlDwz5OH1OSJFr6htDSN4Sn2/Ti9+J8judnkGzKxepwYJXtqCUVAWqI1jhoq5PwkM2oDAGoPYNRe4ZWu3dOEG5UWVlZtGjRotJ2Hx8fLBaLGyIS6gun/pqPGzeOlJQUXn75ZcLCwlz2bfpGsCM5lyKznbga3J79s4Z+Hrw1rA2PfXeIX05lYtCqmXZ7c1Qq597jzCILL607yc7kXMx2mVHtI3i+b1N8DFrsDpkfjqbxxsaT/HIyk9/zSln8QHt8DFqnziXUX9szznOuKJdoL28GZHyBpNbjE/eUy363JUkiytufKG9RkFUQaiI0NJTU1FQaNWpUYfvHH39M586d3RSVUB84leBt376dbdu2ieKKf1FitXM+twRPnbpG4+/+qlOkH68NbsVzPx7j6wMXccgKLw9ogbqGSd6vSdm88sspLuSV0Mjfk+f7NmPILSHlf7Q1ahUj2oURqLIwbXMq53JLeGrVUT4Y2U705N1EFEVh8ek9ZJuLGWW04aHY0De4FX1wrLtDE4SbXq9evVizZg3du3cHwGw207x5cwoKCti4caOboxPqMqf+ikdGRla6LSvA4bQiiix2mgR4Eupz5fp3VzO0dQPUKokZv5ziqwMXyS62MnvoLVUue/ZXeSVW5m07x9cHU/HRa+geHcDsO1tfdr3bVsGeLBnVnn98d5iEpGym/3KKt4a2drrXUKhfDuSkciQvjYYeXtyZ/Q2SWodP7OPuDksQBOCNN94oX2vWz8+P5557jiZNmnDvvffi5+fn3uCEOs2pYfVz585lypQpJCcnuzic+u3AxQLUknRNvXd/NrhVCG/deQveeg27LuQy8rN9HLiYf9n9LXYH3xxM5Y5Fu/jpeAYalcTfOjbkswc7XDa5+0OzIC/mj2hHhK+BjaezWLAz2SVtEOq+pWfKeu/6q/MxYkEf0gF9SAd3hyUIAhAREUFcXBwAAQEBzJo1i0cffVQkd8JVOdWDN2rUKEpKSmjatCmenp5otRXHbOXm5rokuPpmT0oeKgk6V7P+XXX0bhrElw/F8dyPxzmZWcQ/vjtE5yh/ejYOIMrfA2+dhosFZk5nmfju0CVsDplCi50O4b5M69+CmPDLF5P9q5hwH14e0IInVx9l4a4LtA31oVfTQJe1Rah7TuZnsiMzmVCDJyNyv0NSafFp/4S7wxIE4U/Wr1/Pa6+9VqHQ8fTp0+nZs6e7QxPqMKcSPLFaRWVWu8zxjCIciuL0BIvLaRNq5NsxHZm//TzfH7rELycz2ZuSR06JjSAvHZlFFoK9dRRZHDQN8OTF/i24u02oU7dYh9zSgGPpRXx14CLP/niMFeM6X7X3T6i/Pk/aR465mHu9IUgxowuKQRfc3t1hCYLwXxs2bGDYsGGMGTOGu+++mxkzZtC/f3+GDRvGZ599xvDhw90dolBHOZXgjR071tVx1HvHMoqwOGQifA3XJSHy1mt48fbmjO4QQUJSNkfSCjmTZUKtUhET7kPzQC+6RPnTu2lgjSdj/NXTvZqQeKmAQ5cKeeGn43w6qj0eYn3cG06KKY8NqacINnhwX+5qkFQY2z0qZsULQh3y2muvMW3aNKZPn865c+d49dVXeeGFF4iIiOC1114TCZ5wWU5PlTx79ixLlizh7NmzzJs3j5CQENauXUtUVBRt2rRxZYz1wqFLhZgsdm5vFnRd/0A2CvBkfJeo63Z8AK1axXt3teVvX+9nR3IuM9ad5E0x6eKG80XSfrItxQww2IlQTOgCb8EQIW75CEJdcvDgQT7++ONK23v27MmECRPcEJFQXzg1yWLLli20a9eO3bt3s3LlSkwmEwCHDh1ixowZLg2wvki8VIC/h5aOkX7uDsUlQox63h7WhmAvHZuSslm0+4K7QxJc6FJJAT+kHCVI78Hogl9BUuHTfrLovROEOkar1aKqYpmhpKQkIiIi3BCRUF84leBNmTKF119/nQ0bNqDT/W85rn79+rFr1y6XBVdfKIrC3pR88kptxIZVf1JDXRcb7sv0gS0pMNv59/bzbDid5e6QBBf59PRuss3FtFWV0pRCtL5N0Id3d3dYgiD8RatWrTh06FD5Y4fDwVdffcU//vEPxowZ48bIhLrOqQTvyJEjjBgxotL2kJAQsrOzrzmo+iYlrxSrQybUaKBliLe7w3GpYW1CeaJ7NAaNihd+Os7x9CJ3hyRco5P5may6cIQAnYGHizaDomCM+YfovROEOujRRx/l6NGj5Y+tVivPP/8848aN46WXXnJjZEJd59QYPD8/P9LS0mjcuHGF7QcPHqxzXcb5+fn0798fu92O3W7nqaeecvm4hUNphWQUWejbLAit2qmcuU57qmcTTmcXk3A6i2d/PMZnD3Yg2Fvv7rAEJ310cgf5FjN3++ppUpSL2jscj6jb3R2WIAhVeOSRR8p/bty4MSaTCYPh2grpCzcHpxK8Bx54gBdeeIHvvvsOSZKQZZnffvuNZ599ts51GRuNRrZu3YqnpyfFxcW0bduWe+65h8BA19V3O5xWSIi3jo4NXVsepa5QqSTevrM145cncjC1gH+uOspnD7ZHrxEza+ubo3lpbEk7S5DekzEF60Fx4NPuUSSV+H8pCHWVoihs3LiREydOAGW3bQcMGCB63YUrcqq7adasWbRq1YrIyEhMJhOtW7emV69edO/evc51GavVajw9PQGwWCwoiuLyZda2n8uhwGx32QoWdZG3XsO7d7UhxFtHUraJV345JZarq2cURWHusW0U2c0M8NYQZM1EZQjEs8md7g5NEITLSEpKol27dtx5553Mnz+f+fPnM2zYMGJiYkhKSnJ3eEId5lSCp9PpWLRoEWfPnuWnn37iyy+/5OTJk3zxxReo1TXrCdi6dSvDhg0jPDwcSZJYvXp1pX0++OADoqOjMRgMdO3alT179tToHPn5+cTGxtKwYUOee+45goKCavT6K8kyWcgutuJr0NI+/MZN8AAa+nkw7+522B0K3x66xLxt55FlkeTVFxsvnWFP1gXCPHwYXbgJxWHD2HYcklp39RcLguAWjzzyCBEREaSkpJCUlERSUhIpKSmEhYUxfvx4d4cn1GFO18EDiIqKIirq2mqyFRcXExsby/jx47nnnnsqPb98+XLi4+NZsGABXbt2Ze7cuQwaNIhTp04REhICQPv27bHb7ZVeu379esLDw/Hz8+PQoUNkZGRwzz33cO+999KgQYNrivsP+1MLyC+10zXKD6Phmt7OeqFTpB8vD2zBGwlnWLTrAqezTLw2uCVBXmJMXl1mlx38+/g2Su02HgsNwefs70g6I17NR7o7NEEQrmDPnj3s3r27wt+sBg0a8O6779K5c2c3RibUddXOSOLj46t90Hfffbfa+95xxx3ccccdVzzWhAkTePjhhwFYsGABP//8M4sXL2bKlCkAJCYmVutcDRo0IDY2lm3btnHvvfdWuY/FYsFisZQ/LiwsBECWZWRZLt8uyzKKonDwYiGeWjUdInwqPF9f/NGOmsQ+om0oGpXE1J9Psis5j/s/38/i+2OJ8nffkmbOtMNZKpWqxteJu6+NH1OOcbYoh8beAQzJ/BHFYcHY9hFQe1QrtrrSDleorbb8Ubusvl0r10q0o+aqqnP3h+joaAoKCiptz8/Pp2nTptczLKGeq3aCd/DgwWrt58pBn1arlf379zN16tTybSqViv79+7Nz585qHSMjIwNPT0+MRiMFBQVs3bqVxx9//LL7v/HGG7z66quVtmdlZWE2m8sfy7JMQUEB25OysNhsRHspZGZm1qB1dcMf7VAU5YofMn/VNUji7QGRvLYlhdOZpYz7eh/vDIqmoY97evKcbYczQkNDa3yd1EZcl1NgM/PuoV8xW63c6VUEeUk4VAZKAvpRWs1rti60w1Vqqy2hoaFAzT9T6vt7LNpRc39cK1WZP38+8fHxvP7663Tr1g2AnTt38uKLL4p14YUrkpQ6NFJekiRWrVrF3XffDcClS5eIiIhgx44d5Rc2wPPPP8+WLVvYvXv3VY+5Z88e/vGPf5RPrpg0aRKPPfbYZfev6tt2ZGQkeXl5+Pj8r4ixLMskp6Zz3/dJ2B0Kmx7vRqBX/RvLJMsyWVlZBAcHO/Uhllti5Z+rjnH4UiEatcT0Ac0Z3ia01pc1u9Z21MTlevAud53UVlyXM/PQRr46d4D2PoHMTv8YlWLFr+t0vJpXHhJxOXWhHa5SW225Ug9eXb1WXEG0o+audPw/j2v/859rSZIqTXSr772mgmvd8IPGunTpUu1buAB6vR69vnIvlEqlqvRLeCrHjN2h0DjQk2Bj/a1LJElSle2rjiBvA/++py1jvj7IpUIzL607xVubzzF3eBu6RQdch2gv71raUVM1uU5qM66/Si0u4Kffj6ORVEyUj6OWJHRBHfBucQ+SVLN43NkOVxPXyvUl2uE6q1atctu5hfrN6QRv3759fPvtt6SkpGC1Wis8t3LlymsODCAoKAi1Wk1GRkaF7RkZGVfs0q4tJ7JKMNtl2t1Ay5M5I8hLz/djO/HO5nMsT0zFIcs8vDyR7tH+tA/3JSW/lMYBnuX/InwNlFgdBHnp0KhVWOwOsout+Hto8dRVvCRNFjteOrWo9+Skuce2UGA10y8wkKbJS0FjwL/7qzVO7gRBcI+77rrL3SEI9ZRTCd6yZcsYM2YMgwYNYv369QwcOJDTp0+TkZFR5RJmztLpdHTs2JGEhITy27ayLJOQkMDkyZNddh5nnc4pxajX3PQJHoCnTsP0gS34W8cIXl1/it0p+Ry+VMiGU9k0MOpYVmQh1KinyGLHW6/BbJPx0Kqw2BW0aolSmwNPnRovnZr+zUM4k23ieEYRsqwQ5mMgrqEv4zpH0SzIy91NrTcO5qTya9pZ9GoND8tnkXReeEYPQusb7e7QBEEQhOvMqQRv1qxZvPfee0yaNAmj0ci8efNo3Lgxjz32GGFhYTU6lslkqlCs8fz58yQmJhIQEEBUVBTx8fGMHTuWTp060aVLF+bOnUtxcXH5rFp3OpFVSqHFccOtP3stmgR68dmDcexNyWf7+Rwu5JeSZSrr4VUU0KpVyAo4FAUFsDgc6DQaVP/toUsrtLD6aBo5JVZ89BpsDoVzuSWcyy1hw+ksRsc1xEunoWeTAFoEi/f9cmyyg9cPbcBks/D3Ri0JO/45CmBsXbdWmhEEQRCuD6cSvLNnzzJ06FCgrJetuLgYSZJ45pln6NevX5Uzxi5n37599O3bt/zxH+VYxo4dy9KlSxk1ahRZWVlMnz6d9PR02rdvz7p161xWx85ZeSU2Ci12/D10tBC9SpV0jvKjc5RfhW1/DAg+klaEQavCz6Cl2OogvchMTJgPxzKKSCu0sOf3PNKLLIT7GOjdJJAdyXkknMniQl4pi/ekYLI6WLBDw7/6NGNU+3Bx+7YKS87s5UJRHkEGLx6yHQeNB4YGcWj9W7g7NEEQBKEWOJXg+fv7U1RUBEBERARHjx6lXbt25OfnU1JSUqNj9enT56pLXk2ePLlO3JL9s6MZReSbHbT01eClv+HnqrjEH4lYTHjFW9qNA8uWkusS5Q/A8LYVx1f2bxHMS/2b886Ws3ybmIpBo6LEJvPyupOsO5nJi/2b0+y/xxDgUkkBC07uoNRu5aWocDSHFqBIKnxiLj97XBAEQbixOJWZ9OrViw0bNtCuXTvuu+8+nnrqKTZt2sSGDRu4/fbbXR1jnbQ3JR9/Dw29mgS6O5Sbgkol8XzfZkzqHo1eo+LrgxeZt+08O5JzGfnZXmQZPNQKSKeQAS+dmg/uiamUTN7odmVeYML2b9GqVNziZaT90beRtN4YwrqgD2nv7vAEwW0Uuw1FkXGYcrBlnUORZTxb9EBS1Wx5TUGoL5xK8N5///3yAp3Tpk1Dq9WyY8cORo4cyUsvveTSAOuqY+lF5JTYxASLWvZHb+mYTlF0aujPsz8eI8NkochmR6UoFFgdBHrpSC+yMG7ZQW5t5M8T3aNpexP8f1p38STT9q3BrsjoJDVPexWiSi1AMkYQ0GOmu8MThFphy0mh6NAa8rZ+CrIDSVKhDYjElvs7isMGkhrFYUPS6JDUWtSevgQMfArvdoORrqEciiI7QFKhWEtQ6V0/bCc/P5+PPvqIqVOnVvhZEC6nThU6rosKCwvx9fWloKCgvCipLCv0/3gnOUUlfDOmC61D62/yIMsymZmZhISE1MuaVVa7zJcHLmKy2NDYzaRb1FwsMHMkrZDsYit+Bg2lNhkPnQqdWs3bd7amV1PX97pWdZ1A7by/hVYzz+z5gQPZFzHZLHQMiuS92NuQ1z2IoigE9nwDj6h+13SO+n6d/Jm72+LOa6U2uKMdjuJ8HKUFpH74ALKlBNlciKTzRLGVgqIg6b1QrCVIGv1/k7BSUGsBGcVuRWUwojb44NmiB/aCdMwXj+HVdiD2pn0Ijxt4xXYoioIl9Thpnz6Co7QQSeeBd+wQ/G8bh66B65YSO3fuHLGxsRQVFVX4WRAux6kevP79+/O3v/2Ne+65p8IH1M0iKaeYi/mleGslMfbLzXQaFeO7RFX6o5JfauOR5YlcyCtBksBsk7HLCk//cJQGRj12h8L97cPp3zy4fAxgfSMrMj+mHGfmoY1klBYRZPBibPPOvBh7O0UH36fQko8upCOGhr3cHaogXBe23FTMyfvJ+uE1ZGsJirUUSe+FyssfSaVG5R2Io7QAJBX6RnEYO9yFLqQpKoM3hftXY0r8EQDFbsFhLqRgz3eoPf1wlORhOrAK+57vufhbWzQ+DVBpDdjz07BknsUQ0Zqg4S+Tv+VTig79DLKMpC0rZi2biyja8x2mAz+ga9Cc0L//m6L9qzAn78ev13g8W9zmzrdMuIk4leC1adOGqVOn8sQTTzB06FD+9re/MWTIELRaravjq5MSUwvx0mmIDdGjUdffb9o3Mj8PLSvGdcZksfN/G05jNGjYfi6HE5kmAArMNv69/RzvbjnLY92iefK2xhSYbQD4e9btJefMdhsJaWd45eAvoEC+1UywwYueoU2ZEtMPW9Zhio4tQdL54tv+cSSVmAQk3HgKdnxF9pq3QaVGNptAtqPy8kcbFE3k5O+vertV37Ad/n3/gcY3lNKzu8n4Jh5JUoNKjdo7EEmtB3MxlotHsciHUHn64zBlo/byp/jEZkrO7kHSaEGWUWQ7kqIjbMz7WLOTyf/tC+w5KVgzz5LyzmBkaykqvRfmi0dpOOlbdMHRtfMmCTc1pz75582bx3vvvcfGjRv5+uuvGTNmDGq1mnvvvZfRo0fTu3dvV8dZp9wXG0aHCCPpmdnuDkW4Cm+9htl3tgag0Gzjy/2pHMsoIrWglOTcErRqeH/7eb46cBFFUXAoCm/f2YbbmwfVufIriqJwwZTHhN++JaPUhF12AGBQa3ihZScGO5IpObKIwqOLURwWdAEt0Yd3d3PUguBa9vx0cja+j+nwWhwl+ai9AgAZ3+6j8el0L4aomGodR1Kp0PqV1W31bHYrjV/eUeF5h9VMynczcBz5D2j0qL388GzZC3ve79jUF3CUFCBp9BjbD0Uf0RZj+6Go9F54AX63jSN3w3yKEn/ClnkWlcEIkoR/70fQBka5+B0RhKo5/dVepVIxcOBABg4cyIIFC/jxxx+ZOXMmn376KQ6Hw5Ux1jmSJNE00Aujo9jdoQg14GPQ8kSP6PLHRWY7gxbuRFHsXCo0E+ipo9TmYOKKw0zp24xHb23kvmApW4nikW3LkQCzbEev0mCTHWhUKiwOGzEB4fyz1a20PPAK9gMrKLCbQVIhWwrQGCMIuO1NsSSZcENQZBlr+mlQqfh97t2glPWaaYxBRL+4FUdxLtqAhi49p6TR4XH7MwTf/39Ish2V/n9DOUqTD2BNO4k+MhZDwzaVX6tSETjoafx6jSdr9Wvow1rie+uDqAyiOLtQe6753k16ejrLli3jyy+/5PDhw3Tp0sUVcQnCdWc0aNj8RA92p+Tx0toT3Nk6lOWJqZjtMh/vukC36ADahBprNaavzx5g/rGt2P8796nQZsZTUzb0Ib20EB+dAS1qxjbryMMpi3D8+gFWeymKwwyyjMrgh8Y7nJCh36DxjqjV2AXBWYqikLtpAQVbPwVApfei0QsJOIpzufDOHf/b0WFDcdhQGbzx6/53Agc9jaRSVUi+XE1Sa1BpKw7b8IiOwyM67qqvVXv4EPrgO9crNEG4IqcSvMLCQlasWMHXX3/N5s2badKkCaNHj2b58uU0beq6WUOCcL3pNCp6Nglky6Sygc9jOkUyeNFOMk0Wnv7hKD8/0hWdpnZ6wRRFYdGpXeRbilDJdjLtMo29A2hkDCA2IIz/XDhG/4gWzOx4B7kJkynNPY6kKkv+1F4ReEb1wav5veiC2tZKvILgCrac30lb+hiWtJModiuSRodsLuL8a7cCYM9LReMTUjZZAgm1lz8N7p+Nd7uB7g1cEOo4pxK8Bg0a4O/vz6hRo3jjjTfo1KmTq+MSBLdoYNTzzrA2PP/TcfJLbZzPLam1tYZTivNIL87Dy5SMFTURHsHMaHMrQyLbUHpxCy8O+Btqz2DMl3ZSmrqtbHFflYbQYavQ+jaulRgF4Vo4SgtRaQ1IGh2K7MCWe5Hf592NYjMjqXVl9eNUWhSHFdlsQrYUo/ELR9Ia8Os8EpXWA89WvfFs2tXdTXGLP48LrmtjhIW6x6kE7z//+Q+33357va7VJAiXc3vzYL54MI6GfgZ8DLU3M3xz2lnUNhN/sx5lEGl4axog/fYDlzReKNYCJLWBwD7vUnBgHpJKhy6kHcGDF4txdkK9YL54lNSFY1HrvQge+TqZK6ahWEuRSwuR1FoknQeRT65EF9yYS4v/QUnSTtTGYAL6TcS/7z/cHb7bRUdHc/z48Uo/C8LlOJXgDRgwALvdzqZNmzh79iwPPfQQRqORS5cu4ePjg7e3GEgq1G+ta3nsndVh590jm/E0pxHg4YuPyoHD9DuKpEalB0njgWzOJWfr8yjWIiSNB4F93hHJnVAvFJ/YTPpXT+MoykQxGEn/8kkUWymytQSVwQff7qMJHvZi+f4h986kNGknhkYd0AZGujHyukOlUtGwYcNKPwvC5TiV4F24cIHBgweTkpKCxWJhwIABGI1GZs+ejcViYcGCBa6OUxBuaGsungRbEcFyCbc5LqEL7Y5VUiNJErK1EEnvh1qtR7GXIul9MTTsjdojyN1hC0KVFGsJjtIi7KX5yGYTGcueLStp4h2MbCtF+u8kIpWHH5JGS0DfiRVer/EJxhh3lztCF4QbhlMJ3lNPPUWnTp04dOgQgYH/W/ZpxIgRTJgwwWXBCcLN4nRBBrbidNpKhfg3G4bfrS9jSd+DLjgGFBmVIYD8PW9iOv4lHpF9Cez5prtDFoRKFLsNS9pJij7/J8Ul2WWTJtQ65NJ81D4heDbrTvDdM8pWnbBb0BiDywoLe9x8KyIJwvXmVIK3bds2duzYgU5Xcep4dHQ0qampLglMEG4m5zJOopEUOqjM+MY9jUrriUdknwr7+Hd9Ed8OT6LSiSEQQt104d2hWNNOIWv0qLQ6JElCsZag9mlAxISlGCLbuTtEQbhpODWAR5blKosZX7x4EaOxdscuCcKN4ExBJrG2S4T6N0Lt1eCy+4nkTqirLOmnsedeRKUzgKTCnp8GgNo7gIaPfy2SO0GoZU4leAMHDmTu3LnljyVJwmQyMWPGDIYMGeKq2AThplBit5JhNXNB7U/TKLG0mFA/2fPTQQJJY0CxlqANjELSe9N4xm70YS3dHZ4g3HScukX7zjvvMHjwYFq3bo3ZbOahhx7izJkzBAUF8c0337g6RkG4oaWY8tE7SmhIMQE+4e4ORxCc4jDlgKRG36Qz+nb3oLu0D5+44UgqtbtDq9ceffRRQkJCmDVrVpXP//zzz/z+++9MnDixyueFm5dTCV5kZCSHDh1i+fLlHDp0CJPJxCOPPMLo0aPx8PBwdYyCcEM7b8rBJMsEYUPjLRI8oX6yZiahWIrRBkShRMUR1GmwqJXqAps2beKzzz4rf2y32zl58iRt25atWKNWq/noo49EgidUUuMEz2az0apVK3766SdGjx7N6NGjr0dcgnDTSC7KJUA246fRoPYKc3c4guAU06E1qAxGND5B2NwdzA0kLS2NqKio8scpKSl06w0TsxwAAE6OSURBVNaNoqIiAJo3b05ycrKbohPqshp/vdJqtZjN5usRiyDclM7m/k6RDM2UfNSeIe4ORxBqTJFlHCX5KHYLHo07uzucG4qvr295MgdQUFCA2WxGlmWgbA1rQaiKU/3nkyZNYvbs2djtdlfHIwg3nUMZp2ggmfH3DEJSOTVqQhDcylGSB5KEZDCij2rv7nBuKDExMXz11Vflj7///nuMRiPffvstAEuXLqVNmzbuCk+ow5z6a7J3714SEhJYv3497dq1w8vLq8LzK1eudElwgnCjyywt4kJpCe3thUT7iCWZhPrJUZiFXFqIxqeBmFThYlOmTGHgwIHs2bMHlUrFoUOH+PrrrxkxYgSTJk3CZDLxww8/uDtMoQ5yKsHz8/Nj5MiRro5FEG46yaY8vBQHJ7VhREf3cnc4guAUhykbtacf2uBod4dyw+nXrx/r16/nyy+/RK/X8+9//5tWrVpx8OBBdu7cya233sott9zi7jCFOqhGCZ4sy7z99tucPn0aq9VKv379eOWVV8TMWUFwUondSpFs5xHrMVTaYe4ORxCcYi/Kxl6QgUeTLu4O5YbUr18/+vXrV2Fbq1ataNWqlZsiEuqDGo3BmzlzJi+++CLe3t5EREQwf/58Jk2adL1ic5nz58/Tt29fWrduTbt27SguLnZ3SIIAQK6lFG9J4pS+ESqt19VfIAhuYMtJwZp9ocrnFFkmf+ti1D4hqH1DazkyQRAup0Y9eJ9//jkffvghjz32GAAbN25k6NChfPLJJ3W63tG4ceN4/fXX6dmzJ7m5uej1eneHJAgAbE0/i8lupb39ApJG9IQLdY9it5E8ewCg0HTmEVTaip+fRftWYMu+gKM0H40xyD1BCoJQSY2yspT/b+/Oo6Oo0gYO/6p6TSedfQ8JYd8X2QIoKMiuKIMojjqiKIrCqB+OCuqIOirqOAw6MqLjwui4K6CiIBgEFNkxIMgWtkD2kKST7qTXut8fGTPGsCUk6XS4zzk5h66qrn4veVN5c2/VvVlZNZYiGzFiBIqikJOT0+CBNZQ9e/ZgMBgYMmQIAJGRkej18klFqXkw6/QEqzqyjQnyCVqpWdJcdlSTBdVoQau01dpv2/Q+3tJsdJYIQnqM8UOEkiSdSp0KPK/Xi9lsrrHNYDDg8dR/Wsv169czfvx4EhMTURSFZcuW1Tpm4cKFpKamYjabSUtLY8uWLed8/oMHDxISEsL48ePp06fPaZd7kSR/sHmc+ISXS3zH/R2KJJ2S5qpAc5ajuewIT+05UDWnHVQdmrsCQ0wbP0QoSdKp1KnLQAjBLbfcUmOI0+l0Mn369BpTpdRlmhSHw0GvXr2YOnUqEydOrLX/ww8/ZNasWSxatIi0tDQWLFjA6NGj2b9/P7GxVZPC9u7d+5Rz8q1atQqv18t3331HRkYGsbGxjBkzhv79+zNy5Mi6NF2SGlRlVjr6sDZU+jzoFRWhM5/9TZLkB5rbgaI3gdBwntiNIep/qyoIrxufoxhF1aOarSiKIifelaRmok4F3pQpU2ptu+mmm84rgLFjxzJ27NjT7p8/fz7Tpk3j1ltvBWDRokV8+eWXvPnmm8yePRuAjIyM074/KSmJfv36kZxcNcfYuHHjyMjIOG2B53K5cLlc1a9ttqohidLS0uqZw6HqieKysjKMRmOzvv/wbGQ76k5VVYxGI263u3pbXfLElb+D4rX3gmqkNG4a3konQlRSaivHZC5t1Njrq6XkCTRdW1RVxWq14na7A/qa4izMp9zlQ1TYqFj6LCmtB1fvc/ycjq2sDOHSUOyO6jY1x3bUVVNfU6zWqgJZkhqMaEYAsXTp0urXLpdL6HS6GtuEEOLmm28WV1111Tmd0+PxiN69e4vi4mLh8/nElVdeKb744ovTHj937lwByC/5dcav2bNn+z0G+dX8v2w2m7ymyK9z+rLZbPX5tSlJp6UI0Xz60xVFYenSpUyYMAGAnJwckpKS+OGHHxg0aFD1cQ8++CDr1q1j8+bN53TeFStW8OCDDyKEYNSoUcyfP/+0x/62B0/TNIqLi4mKiqrx11VZWRnJyckcP36c0NDQOra0+ZDtqJ/f9uDJPAkcTdmWU/XgyVwJDE3dDtmDJzW0C+KxvbMNA/+ayWSqNY1KeHj4aY8PDQ0N6IvYL2Q76u63DxzJPAksTdUWeU0JbC2lHdKFp1nfIBEdHY1OpyM/P7/G9vz8fOLj5YSakiRJkiRJp9KsCzyj0Ujfvn1JT0+v3qZpGunp6TWGbCVJkiRJkqT/8fsQrd1uJzMzs/r1kSNHyMjIIDIykpSUFGbNmsWUKVPo168fAwYMYMGCBTgcjuqnav3FZDIxd+7cgF8VQ7ajcTXXuOqqpbQDmm9bmmtcdSXbIUnNg98fsli7di3Dhg2rtX3KlCksXrwYgJdffpm//vWv5OXl0bt3b1566SXS0tKaOFJJkiRJkqTA4PcCryksX76c+++/H03TeOihh7j99tv9HZIkSZIkSVKjafEFntfrpWvXrnz77beEhYXRt29ffvjhB6KiovwdmiRJkiRJUqNo1g9ZNIQtW7bQrVs3kpKSCAkJYezYsaxatcrfYUmSJEmSJDWaZl/grV+/nvHjx5OYmIiiKCxbtqzWMQsXLiQ1NRWz2UxaWhpbtmyp3vfLZMm/SEpKIjs7uylClyRJkiRJ8otmX+A5HA569erFwoULT7n/ww8/ZNasWcydO5cdO3bQq1cvRo8eTUFBQYN8vhCCsrIyuYC2dEYyT6RzJXNFkqSm4PdpUs7mbKtQzJ8/n2nTplVPm7Jo0SK+/PJL3nzzTWbPnk1iYmKNHrvs7GwGDBhw2vP9dqmyX5arKSkpqTGbuaZpFBYWEhMTE/ALast21I2qqjJPAlhTteWXc8tcCUxNfU2RpIbW7Au8M3G73Wzfvp05c+ZUb1NVlREjRrBx40YABgwYwO7du8nOziYsLIwVK1bw5z//+bTnnDdvHk888USt7YWFhTidzurXmqZhs9kQQgT0D6dsR93Fx8fLPAlgTdWWX1bbkbkSmJr6miJJDS2gC7yioiJ8Ph9xcXE1tsfFxbFv3z4A9Ho9f/vb3xg2bBiapvHggw+e8QnaOXPmMGvWrOrXv/y1HRMTU+uvbUVRWsRfqbIddSfzJHDJXGlcsh2S1DwEdIF3rq666iquuuqqczr2VAuDQ1XP4G9/yBVFOeX2QCPbUXcyTwKbzJXGJdshSf4X0FkbHR2NTqcjPz+/xvb8/HzZ5S1JkiRJ0gWr3gVeaWkpr7/+OnPmzKG4uBiAHTt2NOkUJEajkb59+5Kenl69TdM00tPTGTRoUJPFIUmSJEmS1JzUa4h2165djBgxgrCwMI4ePcq0adOIjIxkyZIlZGVl8fbbbzdYgHa7nczMzOrXR44cISMjg8jISFJSUpg1axZTpkyhX79+DBgwgAULFuBwOKqfqm0OhBDszivH49PonRiGqir+DkmSJEmSpBasXgXerFmzuOWWW3j++eexWq3V28eNG8cNN9zQYMEBbNu2jWHDhtX4bIApU6awePFiJk+eTGFhIY899hh5eXn07t2blStX1nrwwl98muD/PtvN+sMnAWgTaWHhxJ4khpn9HJkkSVIVd+ERbJveR3ichPQch6X9QH+HJEnSeapXgbd161ZeffXVWtuTkpLIy8s776B+7bLLLjvrhKAzZ85k5syZDfq5DeXf246zJrMIAItBx8EiB9M/2cXi3/cm0mL0c3SSJF3oXHkHOLFwMmgamstB2dZPiRh2B5Ej70FR5GiDJAWqet2DZzKZKCsrq7X9wIEDxMTEnHdQLYXD5WXRD0cx6BSeu6Iry29Lo0N0MDtzbMz6fA8+Tc5kL0mS/whNo3DJYwifF3NyD8KH3opiMFP8zT8p/uZlf4cnUTXf6y/3uf+az+fDZrP5ISIpUNSrwLvqqqt48skn8Xg8QNWj5FlZWTz00ENcc801DRpgIPv6QCEOt4+k0CDGdo4l1mrixQndSYkIYnduGW9sPubvECVJuoA59n5L5eEt6IIjiP/Dy8Rc9QgxVz2KoqqUfrcY+66V/g7xgvfEE09w7bXX1ti2dOlSIiIiiIiIYOjQoRQVFfkpOqk5q1eB97e//Q273U5sbCyVlZVceumltG/fHqvVytNPP93QMQasT3fmolcVrr8oqfrBipQICw9f3oFSp5eXNxxlV07tntDmIKukgoXfH+HOj3dy83s7mPPlXlbtL8Dt1fwdmiRJDaRs47uoJiuhA3+PLjgcgNB+vyPy8hkIl4P8j2bjLjzi3yDPQvi8/g6hUa1atYqpU6dWv3a73UybNo1p06axbt06vF7vGVdnki5c9boHLywsjNWrV7NhwwZ27tyJ3W6nT58+jBgxoqHjC1iFdhe788rwaBpjOtccth7bJY7rjxazcl8Bs7/8mU+m9MNibB5zTgsh+NemY7y2KQun14fLq2E16Vl/+CSrDxQQaTHyp8vaMbJjjLw/R5ICmKf4BBUHN6DozYSlXVdjX8Tld+M8vpPKozvI/+ghku54B9VQe7Jmf9BcFZRvX4p99yqcx3cBoAuOwJxyEdbeV2DpfBlKC5qY+NChQ/Ts2bP69XfffUdFRQXz5s3DaDTy7LPP8oc//MGPEUrN1XlVFRdffDEXX3xxQ8XSonx/pBgUGJAcQXRw7Qvj7OEd2Hi0hMyTDl76/gizh3fwQ5Q1CSF4Ye0h3tl+nEqPxpjOsYzsGEOoSc+e/HKW/ZTHoZMOHv5qL8v35jN3ZCeigv33oIjbq5FZ5CCrtJKTDheeSjutylQ6RIeQEhEkC1BJOgPH7tUoBjNBbQegD6m5fKOiqsRe9ywnXrqGyszNFK+cT/T4Oac5U9OpOPgDhcuewJWzF11IFMJdiWIw4y3NxW7Lw7FnNYboVCJHzCS424gWUeh5PJ4as1Vs2rSJPn36YDRWXXvbtGlTa7J/SYJ6Fnj33HMP7du355577qmx/eWXXyYzM5MFCxY0RGwBbf3hk5Q5vQxpe+p1b0NMep69oit3fbqTd7ad4LJ20QxsHdHEUdb04neHWbTxKBFBBh4f3ZmJPRKq913WPpqpA1J4Z/sJXtt4jOV78tmTW87DIzpweYemfbBmX0E5n+7K5fM9eWgCCuwuYixGihxOwoPy0YCIIAODUiMZ1TGGS9pEYtQH/oVekhpS2Y7PEF431t5XnnK/PiSK2MnPkfv2DGybP8Dctj8h3fw3SlO6/i0Kv3ga1RSMKbknEUNuJahtf1SzFc/J41TsX0fphndwFx4m/4M/YUzoRMxVf8ac0vPsJ29gwuum8tiPVB7cgCvnZ7y2AnwVpagGM60fXFWncyUnJ7N161ZSU1MBWLFiBZdeemn1/vz8fCIi/Pu7Q2qe6lXgffrpp3z++ee1tg8ePJhnn332gi/wXF4fm46VEGUxMKRt5GmP658SzqSeiby5JYu/rD7ABzf1xWr2z1Dtin0F/Gf7CYKNeh4d2ZEJ3RNqHRNk0HHHwNZc3j6auV/vZ0d2KTM+/Ykb+rTiT5e1bfRh5uIKNy+sPcSyn3KxGHWUVHpoFxVM1zgrCVYj+SV2vDo9e/LslFZ6+HxPLkt/yiXeauSydjFc0TWWfq3C5UTT0gXPU5KD5+Qx0JuwdBl22uMs7dKIGDqVoi+fp3DZE5gSOmOIbNWEkVaNLBR/8zKl699ENQUTmnY9UWNm1Rgyrhqi7UnYJbdQtvkDSr59FVfOPrJf+wMhva8katR96EMb/w9RV84+Sr//N5UHN+ApPoFqCUdzlqEaLQghEMagOp/zuuuu45577uH48ePs3buXzZs388orr1TvT09Pp3fv3g3YCqmlqNdv5JMnTxIWFlZre2hoqHyaB9idV06Rw0281USH6OAzHnvf0LZsPV7KT7llPP9tJn8Z27mJovyfo6VOHlt5jFKnhwcua3/K4u7X2kUHs/j63izaeIzFW7N4/8cTbDpWzF/Hd6NbvPWM760PIQRf/JzP82sO4vRqaAJGdYplQvf46oJN0zQKCgqIjY3Fq8G+AjvfZhaycl8hJ8oqeffHEyzfm0e42cD1FyVxVbd44qzN454iSWpqlYc2I9yVBHW8BF1Q6BmPjRh2J86j26nI3Ezee/9Hq+nvouib7taM0nVvUPLtawhPJTET5hJ+8envN9MFWYm4bBqh/a6pKgo3vkv5js9x/LyG8EtvJ+LiPzRK7M5jGZSs+xeVhzbjLc1DFxaHPjKZ4K7DCGrdB31kK3SWcFB1dT73nDlzyMnJ4dlnnyU4OJg33niDHj16VO/v1q0bQ4cObcDWSC1FvQq89u3bs3LlylqTC69YsYK2bds2SGCBbMcJG2FmPUPaRp31PjCzQcfcUZ246b0drNiXz4iO0VzaLrqJIq26j+3p9SdQqCqa7hjY+pzep9epzLykDYNTI7j/8z3klbu48d3tTEtrzbSBrRtsSPRYcQVPrD7ArhwbxRUe0lpH8OiIjmcsJI16lZ6JofRMDOWPl7RlZ24ZK/cV8OXefLLLnCz64Sh/W3uIUZ1jGdMphsGpkYQHGRokXkkKBJWHtyCEwNIu7azHKqqO2EnPkLXgKty5Bzi56kWixz3QBFFC+Y7PKfryOVSzlZirHiFs4PXn9D5dSCQxEx4jtP8kTq54Ace+tZSseonybUuJHHYHIT3HNEihV3l0B8Wr/4HrxE94bXnowhIIG3ILYQN/jymxS4PcA2gymXjttdd47bXXTrn/yitPPcQuSfVeqmzmzJkUFhYyfPhwoKqb+G9/+9sFPzwLsDmrhAK7mz5JtXs5T6VnYii3p6WwcMMRZi/fy8dT+tEqvO5d+fXx+pYs9hRUEB8axNNjO9d5+LJPq3A+mzqAZ9dk8lFGDm9uzSL9YBEPj+hAv+Twesfl9mos3prF4m0nyLZVkhhq5vHRnbjhoiT0unO/aKqqwkVJYVyUFMasS9uy5mARn+zKYXNWKRsOn+Tz3XnEhhjpEB1C3+QwOkQH0yEmmJTwIFRFwaRX5cMaUosiNI2Kg9+jGoMIanv2Ag9AHxZH3PUvkPfOTErWLMIY247QfhMbNc6KAxso+OwvKHoj4UNvPefi7tdMSV1JuO0NHD99TfHql3Ce2EXB0rmcXP0SYYNvIrTfNeiC6jbqIDQflYe3YPvhP1U9drZ89BGJRFx+N+EX39xoQ9jffPMNO3bsICQkhF69eskHHKWzqleBN3XqVFwuF08//TR/+ctfAEhNTeWVV17h5ptvbtAAA43Hp7GvwE5siJE+rc6twAOYPiiVTcdKOFBo575lu/n37y8i2NS497Ttyinjtc3HsBpVnhzTqd5Lp4WaDTwzrgsjOsTw7JoDbDtRyvRPdjK6Uyz3DGlb56HQHSdKeSb9IDtO2LCa9VzdPYHZw9qf9/q9Jr2OsV3iGNsljqySCr7Yk8/aQ0UcKa7g+6MnOVBkp8jhJtJiwOXVMOtV1t59MSGN/H2QpKbkzj+Iz16MagjClNT1nN8X3GkIEcPvpmTNPyn84hl01hiCOw1plBidx38i9z/3ojlOEnbxH4gcUf+lKBVFIaTnGCydL6Vsy8fYNr2PK2cvxatepHTNIkL6XEVw58swp/Y97VQwQgjcufux7/qKsm1LEB4n3rJ8dNY4Ii6/i4hLb0cfGlvvGM/E4XAwbtw4Nm7cSHx8PDk5OVitVvr168cnn3xyytulJAnOY5qUu+66i7vuuovCwkKCgoIICQlpyLgC1t58O7llThJCzbSJtJzz+4x6lZd+153fv7OdbSdKeWTlPuaP79ZoDwRUenzM/XofFS6NK9qHM7z9+Q8LD+8QTf/kcF7ZeJSPMrJ5e/sJ0g8WMaJjNDf3S6ZjzJlzJMfm5PXNWbz34wn0qkK7aAsPXNa+UebcS4mwMOOSNsy4pA0F5S42Z5VwoNDBrlwbx0sqKfC6AZB9d1JLU3loM4rOgKXzUBRd3X4FRAy7A19ZPiXr3iD/gwdIvO0NzK26NWh87sKj5Cy+ExCE9LqCmKsfa5Cff9UYRPglNxM28PfYd3+NbcM7VB7eWlX0ff82qtmKObUvhphUjJHJCEXBmXecfFcx7hO7cOdnorOE4XMUo49OJXLAdYQN/D2GqOTzb/QZPPLII5SXl5OZmYnP56Nnz54UFBRw3XXXcf/99/P666836udLgeu8uybk2rM17ci2ER5kYGBKRJ0vStHBJl6c0IPbP8og/UAhL31/mPuGtmuUOP++7jB78+10jAnmjwPP/FBFXVjNeh4c1p4ru8Tx4neH2XailH9vO8HX+wvpmWhlePsY+rYKI9RkQK8qnLBVsv2Eja3HS9h4tBRNCCwGHRN7JHDvkLZN8lRxrNXE+G7x1a+FELi8GpoQBBnqflO0JDVnFZmb8FWUENR2QJ3fqygK0eMfxlteSMWB78l96w5a3f1BgxU53rIC8t6Zic+WT1Cb/sRNfr7ORejZKHoD1t5XEtLrCioPbcaxdw2On1bhq7Th2LsGZZ8KOj3C48SnC8LtLEUfFodqDMLS9XKsva7A0mFwg8d1Op9++ilvvvkmKSkpHD58GACDwcBjjz3G6NGjmyQGKTDVK0Pz8/P505/+RHp6OgUFBQghauz3+XwNElwg2nSsBJvTS9963n/WNd7K46M7MXPJT7y97QQdokO4omtcg8b4/ZGTfPpTDqqq8OeRHQgxehr0/FDVjlev7cXe/HLe3nacbw4WsXp/Ebtyyimt9BAeZMDu8hJk0FHu8mLUqRj1Cn1bRXLPJW3omXjmJ/sak6IomGVhJ7VAwuvGmZWB3hpTrwIPQNHpibvuObJfuxnXid3kvjOThD/8A0NUynnF5i0vIvtft+DOO4g5pRcJt7yCajr3UZC6UhQFS/uBWNoPJPrKOXgKDuE8sRtv8QncJ48jhA+nYiYsoQ1BKb0xJXVDNZ7fbSL1UVhYSMeOHWttDw0NxeVyNXk8UuCoV4F3yy23kJWVxZ///GcSEhLkTej/5dMEe/LKCDbq6FuH++9+a1SnWO4b2o5FG4/y0Jd7ibRUTdrbEArtLh5c/jMOt4/b01qTlhJBQUFBg5z7VLrEWZl3RVf+aHPy7aEiNh0rYfOxEkx6FbdXJSLIwJjOsfRtFUb/5HBSIhrvgi5JFzrn8V34yqoeCjDEtKn3eVSThYRbXyXn9ak4s3Zy4pUbiJv8PJYOg+t1Ps/JLHLfnonXlo8hJpWEm/+JLrjpJu9VFAVjXHuMce2rt/0y9VJ4bCyqH1fEiI+PJzs7m9ata85w8Oqrr9K/f38/RSUFgnoVeN9//z3fffednFzxN/YXVN2kH2Ux0j7qzPPfnc30Qa05WGTn28wi/u/zPbwwviuXtDn1qhjnStMEj67Yh8ur0TM+lHsuqf8Fvq4Sw8zc2KcVN/Zp2klSL0RFTge7S3Ixqnq6R8QT6odeB6l5qjy8BV1wBMFdhp33H+b6kCiSbn+LvHfvw5m9h5w3biPy8hmEDrm1bjEd3UH+B3/CnZ+JKakbiVNfRx8ef/Y3XiCGDh3KV199xeDBVcWz0+mkQ4cO2Gw2vvnmGz9HJzVn9SrwkpOTaw3LSvBjjg2dqtArKfS8H45QVYXnr+zKIyv28VFGNrM+28MTozsxtkv9h2vf2nqcVQcKiQsx8cJVXTHqVTRNO684pebjSPlJXt23ia+z96KiUupxEmMO5oa2fbi7y2D09ZhkVWpZHPvW4S0rPOfpUc5GFxJJ4m2vU7j8WWw/vEvJd29Ruuk9dL2vxTvk9xjPUKh5ywoo2/opxekvg4DgLsOIu2F+rXVxL3Tz5s2rXms2PDycBx54gLZt2zJp0iTCw8P9G5zUrNWrwFuwYAGzZ8/m1VdfrV4fT4LNx0oASEtpmKEFg07lmbGd0asKK/cVcM+y3cwqqWT6oNZ1/uv7q735/OP7w0RZDDw6sqMcCm0hNKGRcTKHD49k8HX2PhQUKr1eekYm4PB6yK0o4+971vFTSS4L0q4m+DTTQEgtn6+yDE/hEXTWaILaNtzQnqI3EjvhMYI7DaXoy+dx5x/E/cNbHPtuEcGdLsGU1B1jbDuE5kVzVeAuyMSVtx/X8d2g+VD0RoK7jSR20lOnnabkQpaUlERSUhIAkZGRPPPMM36OSAoU9SrwJk+eTEVFBe3atcNisWAw1FwFoLi4uEGCCySaJsjItuHTxDlPcHwu9DqVp8Z0Jt5q4vXNWby++RhFDjePXN7hnHsJ12YWMffr/ZQ5vdx9cRuu6NI48zVJ58/t87Lk2E/sKckDoI01is5hsXQKi0GnqBhUFZ8QnKgoJT3nIJ8f+5ncShtGVU+l18tVKd24vVMancKqvsdrcg7yZMYqthZmcc+mpbwyeBLGJnr6T2penEe34ysvxNSqR6PM2Rbc5TIsHQZT/tMq8te/g5K7C2fWTuy7VqIPT8BbXojOEoHmsqPoTSg6A6aU3kQMvRVLAwwZt2SrVq3iySefrDHR8WOPPcaQIY0zD6HUMtS7B0+q6dBJB2UuL9HBRjrHNuycgKqqcM+QtqREBPHwl/t4/8dsCh1unhnb+ayT8G7JKmHm0p/QKQpT+icza2hbeSFtpsrcTu7bvIxdxbkUOO3EB1nJqywjzmylwufBrNPj0XzoFBWf0HD7fATrjVj0Rq5O6c61bXrRMazmtEXDEzuQFBzGDWv/w/aiEzz+4yqe6jsGVfHfTeOSf1Qe3oJqCSeoQ+OtgKDojYT0GkdFQj8izeA6vBlX3kE8RUdA1aGarBiikjEldMKU0EXea3cOVq9ezfjx47n55puZMGECc+fOZcSIEYwfP55///vfXH311f4OUWqm6lXgTZkypaHjCHg/Zpdhd/volxxRp6W06mJC9wRCTQYe+3ofy/fkkV1awcKJPYkPPfVN9OkHC5n79X50qsLw9tE8OqJjo02cLJ2/Z3el803OAdpbo7mry2AMqo79pfnsLytib2l+9XFCCMKNZvpFp3BlclcuiWtzxl65TmGxLBo8iT9uWsKHh3+kVXAYd3eRyxxdaBx7v0W4K7C0H9gkn6cPjcXY52rqthCY9FtPPvkkjzzyCI899hiHDx/miSee4KGHHiIpKYknn3xSFnjSadV7rObQoUO89dZbHDp0iBdffJHY2FhWrFhBSkoK3bo17MzmgWBHdinhZj0DW4c36ucM7xBNQmgvZiz5iWMllVz3zjYWXN2dPq3+97nHiiv41+YsvtybT0mFh/Hd4njuiq7oZHHXbB0uP8nq7AMkBIXy8uCJdP1Nz4bb50Wvqnj/+1BMXYdZ+8ek8GjvUfx5+wrePLCFuCAr16T2bLD4pebNW5qH15aPYggiKLWvv8OR6uDHH3/k1VdfrbV9yJAhTJs2zQ8RSYGiXl1N69ato0ePHmzevJklS5Zgt9sB2LlzJ3Pnzm3QAAOBEIItx0oorvRwUQPef3c6XeKsvH9TX9pEWsixubjj451c9/Y2/vT5Hq57exuT/r2Vf287jkFVeHBYe/5+VTeMejkk15x9enQXec5yhsS3rVXcQVVBpyoqRp2+3vfQXZnclemdB1PqruQvGav4PGvP+YYtBYjKw1vQXA5MKb1QzXJZyUBiMBhOOQ9fZmZm9cMXknQq9fqtP3v2bJ566ilWr16N0fi/BeqHDx/Opk2bGiy4QJFb5qLc7SM22ES3uKYZkIizmnj7hj5cf1ESHp/gx2wb3x4qYktWKSgK1/RMYPH1F3H3xamNNmQsNYwKr5svj/9MvNnKdW16N+pn3dFpIHd0GohB0TF723JZ5F0gKg9vQVFULO0aZnoUqel07tyZnTt3Vr/2+Xy8++673HHHHdx8881+jExq7urVFfDTTz/x3nvv1doeGxtLUVHReQcVaHbm2CiwuxjcOrJJl7gKMuh4amxn7hiYwv5CBzk2JwmhJvq0CiM6WE43ECg2F2ZxzF5Cl/A4+kc37sLliqLwQI9haAjePriNpzJWoVdUxiV3adTPlfxHCEHFwe9R9KZ6L08m+c/tt9/O7t27mTx5MgBut5sHH3yQ6dOn88gjj/g5Oqk5q1eBFx4eTm5uLm3a1FwJ4ccff2x2XcalpaWMGDECr9eL1+vl3nvvbfD7FjJyyogJNtI/pfGHZ08lJcIi57ULYNuKjhNtCuay+HZN8oSzoig81GM4KgpvHNjMg1u/4FB5EXd2GiSnUGmBPIVH8JYXoej0mJPlfZeB5rbbbqv+d5s2bbDb7ZjNcnUa6ezqdTW//vrreeihh/j4449RFAVN09iwYQN/+tOfml2XsdVqZf369VgsFhwOB927d2fixIlERTXcbOkbj5ZQWumld2J4g51TunB8m5uJzeOkf8z5LdZeF4qi8Kcel1Hhc/Nl1l5e2vM93+cf4S99xtaaauV0hBDkVJRh97pQUEi0hBIiJ6ptdpxHt1cNz7YfjKI3nv0NUrMjhOCbb75h7969QNWw7ciRI+WUV9IZ1avAe+aZZ5gxYwbJycn4fD66du2Kz+fjhhtu4NFHH23oGM+LTqfDYqnq3XK5XAghGnSZtTKnh9yySkLNenonhTbYeaULQ0FlOYWVdsIMZvpGNe06vaqiMrf3aNJiWvNMRjqHy05y9TdvMjC2NX/pM4ZWweGnfF+F181r+zfxdfY+jpaXYDWYKHZVEGmyYFBUukfGMzqpC2NadcIiCwq/qziyHV9lGebWffwdilQPmZmZTJgwgYMHD5KcXHULx/Hjx+nYsSNLly6lffv2fo5Qaq7qdfe90WjkX//6F4cOHWL58uX85z//Yd++fbzzzjvodHW7B239+vWMHz+exMREFEVh2bJltY5ZuHAhqampmM1m0tLS2LJlS50+o7S0lF69etGqVSseeOABoqOj6/T+M/kprxyb00tSmJlIi/xlJtXNtqITlLqddAqLJdTY9MMuiqIwtlUXlo64lUvi26IAu4tzGb3yNWZvXc6Soz9x0FZIbkUZy3L2cucPnzBy5au8/PP3FFU60CkK0eZg4ixVDxcVuhxsL8pmzrYvGbXyVebuWMlLe75j+fGfWZ19gAO2QoQQeDVfk7f1QiSEwHlkG7qQKMypssALRLfddhtJSUlkZWWRmZlJZmYmWVlZJCQkMHXqVH+HJzVj53XDTUpKCikp5zes5HA46NWrF1OnTmXixIm19n/44YfMmjWLRYsWkZaWxoIFCxg9ejT79+8nNrZquZ3evXvj9XprvXfVqlUkJiYSHh7Ozp07yc/PZ+LEiUyaNIm4uLhTxuNyuXC5XNWvy8rKANA0De2/c5D98loIwc5sG2a9jt4JoTX2B4pf2hGIsf9aU7ZDVdU658np4tpamIVZr6NfdCu/fg8ijUH8rf94/tTtUu7b8hl7SvL4JucAHx3JIMocTIXHjUEoFHmdxAeF0DE0hvu7X0r/6OTqYdkKr5vdJXnsKc3n4yMZFLkc/OfQdix6I97/rsBhUFU0IdCpKgZFR+vgCEIMRsa26kK/6GRahzTMOs5n0lS58svUFg2VK/XhKTqGp/g4qt6IMbFrk+SYvKbU3ammQfnFli1b2Lx5c43fWXFxccyfP5/+/RtuTWGp5TnnAm/WrFnnfNL58+ef87Fjx45l7NixZzzXtGnTuPXWWwFYtGgRX375JW+++SazZ88GICMj45w+Ky4ujl69evHdd98xadKkUx4zb948nnjiiVrbCwsLcTqd1a81TcNms/F9ZjFOj5s2IYKCgoJziqM5+aUdQogzXmSau6ZsR3x8fJ3z5FRxCSFIP74Pr8dHB521WeSPDnipyyj224tYnnuAzSUnKHO7cPk8xBhD6GyNYWJSVy6JSkFVFCpKbFT86v2pmEkNa83YXilk2PLYZcsj12nngL0Is6rnoP0kPiHQKQoOzUWF20W518WOguPYfW4mJXVjYGQr+oUnoW+k72NT5Up8fNV8hg2RK/Xl3r0GTW9GTepBYXFpg5zzbOQ1pe5+yZVTSU1NxWaz1dpeWlpKu3btGjMsKcAp4hxvSBs2bNi5nVBRWLNmTf2CURSWLl3KhAkTgKrHwS0WC5988kn1NqhaKq20tJTPPvvsrOfMz8/HYrFgtVqx2WxcfPHFvP/++/To0eOUx5/qr+3k5GRKSkoIDf3fPXaappFfUMCkTw5R5vSy9JZ+tI8Orle7/UnTNAoLC4mJiQn4i3FTteN0PXiny5PTxZVlL2HCmrdQFYXvx83ErDM0atz15dM0Kr1uHCW28/7/dfu8nKiwEaQzcMxRQrnbxfaTJzhcfpJNhccw6fSUeZyEG4OY3WM4V7Tq0uBP9jZVrpypB6+uuVJf+R88QPnmD4m++lHCL7ujQc55NvKaUndnOv/q1at5+OGHeeqppxg0aBAAGzdu5OGHH+a5555jxIgRjRqbFLjO+cr57bffNmYcp1RUVITP56s1nBoXF8e+ffvO6RzHjh3jjjvuqH644o9//ONpizsAk8mEyVT7SUBVVWv9EB6zuXG4fEQEGWgfHRKw67wqinLK9gWapmxHXfLkdHFtL87Gq2kMjk3F0oyfPlVVFZ2qUqGUnff/r1k10v6/T+kmhYQDMDq5MwA/nszmzQObWZ93GJfPy5ztX/H8T9/SLzqZh3oOJ6UBh28DLVfqQ3g9uI5sRRcWR3CnoU368y2vKQ1nzJgxAIwbN67GA4KKojBq1Kgaxwb6sLjUsFr8pFcDBgw45yHcutpXWIHL66NTbHjAFneS/2wrOo5b8zEgtrW/Q2kWLopK4h+DJuL0evh35jaWHNtFXkU5X2fvZ1dxDhfHteG2jml0OMdpXC50zmM/4ik+jj4yGWNCZ3+HI9XT0qVL/R2CFKDqXeBt27aNjz76iKysLNxud419S5YsOe/AAKKjo9HpdOTn59fYnp+ff8Z7FprKnsIKgo16+rYK93coUoDRhMamgqOEGkyNvnpFoDHrDdzZeRDTOqWxIf8oL//8PRnFOXyRtYeVJ/Zh0umZe9FoufrGWVQc2oQaHIGly2UoAd6TdiG76qqr/B2CFKDqVeB98MEH3HzzzYwePZpVq1YxatQoDhw4QH5+Pr/73e8aLDij0Ujfvn1JT0+vvgdP0zTS09OZOXNmg31Ofe3Or8Dm9NAzsWnWn5VajsyykxRU2gnSG+gWfuonui90qqIyJL4tg2Jb88GRDN47tIMj5SfRqSoPbP2CuTtW0iU8jjKPC4/mJdIUzD5bPjGmEIYltqd1SARXtOqChsDucZNgubDmqazM3IRWWYZFLk8mSRekek90/Pe//50ZM2ZgtVp58cUXadOmDXfeeScJCQl1OpfdbiczM7P69ZEjR8jIyCAyMpKUlBRmzZrFlClT6NevHwMGDGDBggU4HI7qp2r9xe7ykmd3E2kx0i1OFnhS3WwpyiJIb+SSuDbo1aZbvzgQ6VUdN7Xry41t+7Cx4BgrTuzl4yM7QQdrcjNJCLJS5HIQbQqm0OXA6fXy+v5NBOkM/OXH1QgEBlWHXlHpGB5Ln8hEEjFzTXQUxhbasyW8btyFh1BNwZhTevs7HEmS/KBeBd6hQ4e44oorgKpeNofDgaIo/N///R/Dhw8/5ZQAp7Nt27YaT+j+Mh3LlClTWLx4MZMnT6awsJDHHnuMvLw8evfuzcqVK087j11T2Vtgp9Tpo71VR4Sc4Fiqo62Fxylw2ukXI4dnz5WiKAyOS2VwXCp/aN+Pdw9tJ9JkQa+oBOmN7LcVkFNRRpa9mFBjEKWuCso8LnxCoCoKuZVV88/9kH+EMNXIXw//wOyel3Ndm97+bVgjcB7LQKsoRR+Zgj6iea0PLklS06hXgRcREUF5eTkASUlJ7N69mx49elBaWkpFRcVZ3l3TZZdddtalw2bOnNkshmR/bWdOGRFBegakNP7ErFLLogmNn0pyiA+yNvnyZC1Fx7AYnugz5ozHaELjy+N7cWs+gnQGPjjyI/tLCwgzmnG7PXg9Xp7J+IZDZUXM7nl5i1rXs+LQJlB1BLVLa1HtkiTp3NWrwBs6dCirV6+mR48eXHvttdx7772sWbOG1atXc/nllzd0jM3S5qwSiio89G0V5u9QpABzsKyI43Yb4SYzHUMb54lQzWXDV1mI8DrRWWJRTREozXSevcaiKirjU7pVv/7loQxN01ibuYfHDqylwGnn4yO72G8r5O9pVxNhsvgr3AZVsX89KCqWDoP9HYokSX5SrxtQXn75Za6//noAHnnkEWbNmkV+fj7XXHMNb7zxRoMG2Bz5NMH+QgdRQXp6J8oCT6qbHSeziTAFMSgmFV0j3ANWcWQF2e8PIv/zSeR/MYncJeM4uf6BBv+cQNY1NIb142bwaO+R6BSF9JyD3LTuPQoqy9ldksuanIP4AnROMV+FDXfeQRAaQe3S/B2O1EBKS0uZN29erX9L0unUqwcvMjKy+t+qqlYvGXahOFhkp6DcRZhRJTUiyN/hSAFmS+ExCp12+kY37PCs15ELmo/SHS+CagCdCUXVI7yVOI+v5cR/+hEz+g1MMb0a9HMD2c3t+xEfZOWRbV9xuPwko1a+hldUDemmWCN465LrCTWa/R1mnbhz9wMCY1x79CFR/g5HaiDFxcU888wzzJkzp8a/Jel06tV9MGLECBYvXly9aPaFZldOOcFGHd1iLXKCY6nODtgKiTRZ6BWZ2GDndGZvIO+T0eR9NgGf7QiK3kL08JdInLyeoNYjAAXhsVO4ahrZ7w3EmbOpwT470I1K6sRLg36HXlHRqypuzYfT52XXyRwGfvEibx7YwglHKQv2rOeVfT/wc2mev0M+I1feATSXHWNse3+HIkmSH9WrB69bt27MmTOHu+++myuuuIKbbrqJcePGYTBcGPf4TOqZQK8EKwVFRf4ORQowFV43x+wlqIpCW+v59674KouoPP4ttu1/RygKiqKi6M1EXzYfc0LV8FzkJfOozEqndPPT+Bz5KEYrhatvJ3b0W5ji+593DC3BoNhUNlz5R947vIN21miOO0p5Ze8G7F4Xr+zdwII96/BoGgrw6ZGdrBpzJ6rSPKdYceXuQ7VEYErqdvaDJUlqsep1hXrxxRfJzs5m2bJlBAcHc/PNNxMXF8cdd9zBunXrGjrGZkdVFTrEBNMhSg7PSnVzzF6CQdURZQ6u09DfqZ401zwOCpZfT/H3j+Bz5GKK6UnU0OeIG/8x5sRB1cepBgvB7caTcM0qTEmXoOjNKDozBV/fhjPnhwZpV0sQajQzvfNgRiZ15NYO/flq9DT+3HsUXqHh1nwE642YdHqO2ksY+MVLHLAV8sHhH8k4me3v0KtpHheOn9PRHMWYW51+zW1Jklq+ei9Vpqoqo0aNYtSoUSxatIgvvviCp59+mjfeeAOfz9eQMUpSi5HlKMXt89GuDr13pdtewL7/Y4xR3fA6cjBGdUPVGag4thoUHarRiqIaCB8wB2NU19OeRzWFEjfuHXyVReQuGQfCy8m1s0i4dg2qoWU8PdpQFEUhxhzC79texLWpPcl32km0hLL44FZe/nkDRU4H13/7DjpFodLn4eFeI7ihXR9/h41j9yqE140xrgPmNn39HY4kSX503mMMeXl5LFq0iOeee45du3bRv78c8pGk0zlmL8GHRkrwuc2f6LEdpnz3YnyOHFy5P+AtOUjl0a9xHP4S4XWB5sHSZizRw/9xxuLu13RB0ST8bjmKPhjNZSP34+H4KgrwlByk8vja6t5CoXlx5W3DYztK+U//QnNk47EdpvDrWynd9gLC5z7zB/mRq3An3vITtbYLIRDif0/HOrM3ULr1eYTmxecsrrFPCEHppicpXDKGOG8pqqJyS4f+XNumFxGmIMo8TtyaD6Oqx6M1jz9qi758Hp8tD+tF41HkCimSdEGrVw9eWVkZn376Ke+99x5r166lbdu23HjjjXz44Ye0a9euoWOUpBbjaPlJzKqBVGvkGY8TQqA5T5L/xWQUvRmdPgjQUHQ+0JkQbhuhPe8kuMM16ENT6hyHzhKLKa4vzuzv0dxl5C69EoQGio6gVkMJvWgm5bvfwLH/IxRjGPiceBUzhYoPoXmoPL4Wnz2byEv/huYqRdGZceVuRG9NxhDREZ+ztKpXUNWjNNG9akJoFH49FU/xvuoiNbzfLOx73/3lALyOPNA8eDSVwoSLcOdsRAgv9gOfItzlKIZgooe/iKIPQnOV4Ti8HK2ikKJv7yX+6qWoisr9reIp2/kKmcLCbbps1NAURqTe2SRtPBNPaS6ay44uLJ7g7qP8HY4kSX5WrwIvLi6OiIgIJk+ezLx58+jXr19DxyVJLY4Qgn22AhxeN61DztyDZ9/7DrYfFyI8DlBVoi79G87s7zDG9MKceDE+e/Z5PyARPeIVTq69j8qsdHz2HBR9EAiNiiMrqDj6NYqqB9WA8JSDEAjhBb0eRdWjBMVSmf0DOe8PRnidoCig6EDzEjX8HxSlz6iaokX4iB31eqM/zCGEIO+zCXhLD6O5SkHzoBhCKN3yLELzIDwVKIYQhM+JggJuB+6cH0BRQYDmPImiD0J4HBR+Mx28LhRTOFrlSVRLLL7yLLL/05eg1DFUZq3hbq0c4fOAx4tKKaWbnyHykqcbtY1nU771E3yOEiydL8WU0MmvsUiN49erksgVSqSzqVeB9/nnn3P55ZejttCFuiWpMey3FXKsvIRYczA9IxJOe1zF4eXYts1Hc5ehGEIIShmGJXU0ltTR1cfoQ85/ihVFUYi67O94SzPJ/+oPKIqC0DyAAkKgecoJSroYd0kmwueCimIwmIgc/GTVgx2VRf8tCn0ohmDwVYCqp+ib6aDqqgpCzUvplnnEjv+0UX8heYr34nPkAxq64DhQqi5tWmURisGCGhQFQqDog1AUBUUXgqLXAQqqoqB5K1F0ZtDcVYWq0VB1LksswudCeF0I4aEyKx3hrUBoHlRTOMJbtTRjcMdJjda2c1WRuRFdSBTWXlf4OxSpEaSmpvLzzz/X+rcknU69CryRI0fi9XpZs2YNhw4d4oYbbsBqtZKTk0NoaCghISENHackBbxdJTmUuCsZndTptEtiad5KSjY/C6oO1RSBKbYnkRc/1WgxKYqKIaIjrW7cXPX5LhuVx9fiLtyJEF4i0h4F1YDPWUreln8SkdwXS9sxuIv3Y9//ISBA+KqGd1UDKAqaqwwFI6rRivC58diOULTqNmJGv1nr84XPjavgR4zR3XHlbaHiyAoM4R2wdpuCojOeNX538V4KV95adW+d24YxqgtxVy0FwFt+nIIVf8CcMIiIS56p6tXTGfFWlnL8g0vRKouJGPgY1u63VsWiecl+/2K0ijxUSyyasxhr92mEdL4OZ/b3//3aACjozFEk/n4j2n+Xg6vPMHlDqTz2IwWfPILnZBbCXUlQGzmi0hKpqkqrVq1q/VuSTqdeBd6xY8cYM2YMWVlZuFwuRo4cidVq5bnnnsPlcrFo0aKGjlOSAt5+WwHR5mB6RZ269034POR8eBnCbUPRmUmcvB7VFNqkMaqmMILbX01w+6trbdd3uo2g2FgAwnrPQGeJJqj1KPTB8dU9YK6cHzi57n50llhixrxN7keX4XPk4lL0nHh3APFXLUFv/d8vpqJv7sR9ci8AwutEc5ejGq34HNlEDHr8jLFqngoKVkxBuO0I4UVRjYT2mVW9X29NJn7iShTVUNV7+N+CUTWFYhr6JiGVuwjuNLn6eEXVEz3sRcr3vEVI5+tRdEGY4vujqDoMYW0J6fIHKjKXIIRGcIdJKIqCzhJ7Xv/fDSH3rel4S06gmCzogiMwRKf6OyRJkpqBehV49957L/369WPnzp1ERf1vuoff/e53TJs2rcGCk6SW5KfiXAqddjqGxpxyf8XRFdVDftZuU5q8uKsLRW/C2vXm6teqvmpOSHPSxST+fmP1cGzs2LcpWDUNrbIIzW0j/4tJhPX9P0q3/Y1fVtfQKotQzREohhBUUxi+ykIch78iPO3PZ3wStPLoSrSKfFBUVFME0SMWYU4YUOMYVX/quQbV4CRC2lxU6zYTc+JAzIkDT91mRSG4wzVn/b9pSkLTQPjQhcUj3BWE9p+EIm+dkSSJehZ43333HT/88ANGY80hlNTUVLKzm8+kn5LUXLh9XnIqyogxh9DhFAWe8HmoOPwVAKopnJBuU5o6xAbz63vtjDE9SbzuW3I/Ho5qCsVTmknp1r+iOU+iucvRBcWgsyYjfG4UfRDBbcdh3/cBwuuk4KvfE5Q8jPI9b6O5bajGUIxRXQjueB1BKZdTuvV5dMFV9zIm3XBhLr1WmfkDvkobiqIjYco/sXQZ5u+QJElqJupV4GmadsrJjE+cOIHVaj3voCSppckoziGnoozUkAiSgmv3zBWvfwBX/nYAYka9js585mlUAolqsJBw7RpyPrwUXVBMVY+dKRzVGI6iNxF75YdUHv0ac6uhGCM7Yz+4DK3sCG4EntJDVXPUVRaiqAac+TtwFe1Gt2MBPkcuis5MzNh3/N1Ev3HnHUQ1h6K3RhPcdbi/w5EkqRmpV1/+qFGjWLBgQfVrRVGw2+3MnTuXcePGNVRsktRiHLUXE2Wy0Csy8ZRrmFae+A6tsgBFb8EQ1fLWEFUNFqzdb0E1haEGRRHS7WaS/rCDpBs2YQhtTWjPOzBGdgYgcvAT6MPaguapegpWZ0IfmormceCzZyPc9qp59kwRKKZwTLG9/ds4P3KfzMJnyyO0/7X+DkVqZA6Hg88++4wTJ2pP4C1Jp1KvHrwXXniBMWPG0LVrV5xOJzfccAMHDx4kOjqa999/v6FjlKSAt7M4h2J3JV0i4mvtE14XIFAMwYT1ndVi57cK6z2DsN4zznqcpc0Y3IU/Vk0+LAQ+Rx6muD4IYxg+dxnCXY7PkYPOEk/8VZ+e09O2LZW3OAt9eAKGqGR/hyI1smPHjjFx4kRiYmJYsGAB119/vb9Dkpq5ehV4ycnJ7Ny5kw8//JCdO3dit9u57bbbuPHGGwkKCmroGCUp4Nk9bqx6IwlBtW9h8FbkVT0oYIklpNN1foiu+QkfMAdL+4nkL78O1RSGtesfsLS5kpKNc3Ec/gpdcALx4z+p8UTuhUZoPioObkRoHoyx7f0djtQEdDod33zzDTfeeCMrVqxg4cKFcloy6bTqXOB5PB46d+7M8uXLufHGG7nxxhsbIy5JalFKPJV4hEaIwVRrn7csC+FxoLe2arG9d/VhjOxE0vUbEB5H1eTFQOSQZ4kY9AToDE22BFpzlf/eLBRjEApmDNGt/R2O1ASEEHTv3p1t27YxZ84c+vbty3/+8x+5Brx0SnW+QhoMBpxOZ2PEIkktlt3jQgGspyjwHJmfoeiDMISmNnlczZ1qDKku7n6h6E0XfHGnuZ3Yf16Dp+AQaBqKrl6DMVKAMhgMvPDCC7zyyitMnjyZZ5991t8hSc1Qva4KM2bM4LnnnuP1119Hr5cXFkk6E00IcivKMKp64sw1h2hLtsyj8uhKhM+Faj7z+rSSBHDym4WUrHkFRWfEENWaqLH3+zskqRENHz4cIQQOhwOfz8ewYTWnwgkLC+Phhx9m9uzZfopQaq7qVZ1t3bqV9PR0Vq1aRY8ePQgODq6xf8mSJQ0SnCS1BMXuCuxeNzpFIcFSs8BzHKz6WdEFRWFOusQf4UkBpnTd62gVNhAaanAE1j5Xn/1NUsDq3bs3ACdPnmT79u1cdNFFtY75bdEnSVDPAi88PJxrrmleM7pLUnOV57Rj1ulpZQlH/6uVGVwFGWjOEoTPWdWDZ5I9eNI5UFRQFBS9GUVRUQ2nXq1Dahnmz58PwN69e3n//ferX0vS2dSpwNM0jb/+9a8cOHAAt9vN8OHDefzxx5v9k7NHjhxh6tSp5Ofno9Pp2LRpU61eR0lqLGVeFyWuilpLlHmK96KoBoTPjWqOQDWF+SlCKZAoioqi01dNr2O2gs7g75CkJtClSxdcLpe/w5ACSJ3uVH766ad5+OGHCQkJISkpiZdeeokZM84+r5W/3XLLLTz55JP8/PPPrFu3DpOp9o3uktRY7F43UeZgYn87RYqqR2ieqiLPWyELPOmsNKcdIXyolggUQxBC88knry8g8nst1UWdevDefvtt/vnPf3LnnXcC8M0333DFFVfw+uuv11q0u7nYs2cPBoOBIUOGABAZ2XKWgJICg93rJq+inGB97Ql5FUWHYgwmKHUkqjnKD9FJgcRTmoNWWYaiN2NO7kGwXHtWkqTTqFNVlpWVVWMpshEjRqAoCjk5OfUOYP369YwfP57ExEQURWHZsmW1jlm4cCGpqamYzWbS0tLYsmXLOZ//4MGDhISEMH78ePr06cMzzzxT71glqT7KvW7igkIIN9a8V0q47SimMII7TiJqyHPyr3PprDSXA50lHFNCR5LvWULkyD/6OyRJkpqpOvXgeb1ezOaav6QMBgMej6feATgcDnr16sXUqVOZOHFirf0ffvghs2bNYtGiRaSlpbFgwQJGjx7N/v37iY2NBaqeMvJ6vbXeu2rVKrxeL9999x0ZGRnExsYyZswY+vfvz8iRI+sdsyTVxSFHMcWuilpz4GnuMrSKAlRjqJ8ikwKNVlmGt7xITmwsSdJZ1anAE0Jwyy231LiHzel0Mn369BoPLdRlmpSxY8cyduzY0+6fP38+06ZN49ZbbwVg0aJFfPnll7z55pvV8/5kZGSc9v1JSUn069eP5OSqtRrHjRtHRkbGaQs8l8tV40ZWm80GQGlpKZqmVW/XNI2ysjKMRmOzHZ4+F7IddaeqKkajEbfbXb3tdHni9nrYlH0IiwKq001paWn1vtLiApxKNKpTQfxqe3PUUvIEmq4tqqpitVpxu90Ndk05ueNrKgzh+DRTjVxqTlpKrjT1NcVqtcpefKlB1anAmzJlSq1tN910U4MF81tut5vt27czZ86c6m2qqjJixAg2btx4Tufo378/BQUFlJSUEBYWxvr166vvITyVefPm8cQTT9Ta3rq1/ItZ+p/Zs2efcvb4M+XJ9P9+1bYdmNlAkUnNic1mY/78+Y1wTdkJ971/Hu+XmhubzUZoqOzNlxqOIoQQ/g7iF4qisHTpUiZMmABATk4OSUlJ/PDDDwwaNKj6uAcffJB169axefPmczrvihUrePDBBxFCMGrUqDPOI/TbHjxN0yguLiYqKqrGX1dlZWUkJydz/PjxgP6hlO2on9/24Mk8CRxN2ZZT9eDJXAkMTd0O2YMnNbQLYp2xsw0D/5rJZKo1jUp4ePhpjw8NDQ3oi9gvZDvq7rf3o8o8CSxN1RZ5TQlsLaUd0oWnWd8gER0djU6nIz8/v8b2/Px84uPj/RSVJEmSJElS89asCzyj0Ujfvn1JT0+v3qZpGunp6TWGbCVJkiRJkqT/8fsQrd1uJzMzs/r1kSNHyMjIIDIykpSUFGbNmsWUKVPo168fAwYMYMGCBTgcjuqnav3FZDIxd+7cgF8VQ7ajcTXXuOqqpbQDmm9bmmtcdSXbIUnNg98fsli7di3DhtWejX3KlCksXrwYgJdffpm//vWv5OXl0bt3b1566SXS0tKaOFJJkiRJkqTA4PcCT5IkSZIkSWpYzfoePEmSJEmSJKnuZIEnSZIkSZLUwsgCT5IkSZIkqYWRBV49LFy4kNTUVMxmM2lpaWzZssXfIdUwb948+vfvj9VqJTY2lgkTJrB///4ax1x22WUoilLja/r0mgtpZWVlccUVV2CxWIiNjeWBBx7A6/U2WTsef/zxWjF27ty5er/T6WTGjBlERUUREhLCNddcU2vORH+3oTnnSkvJEwj8XGnOeQItJ1cCPU8kqU6EVCcffPCBMBqN4s033xR79uwR06ZNE+Hh4SI/P9/foVUbPXq0eOutt8Tu3btFRkaGGDdunEhJSRF2u736mEsvvVRMmzZN5ObmVn/ZbLbq/V6vV3Tv3l2MGDFC/Pjjj+Krr74S0dHRYs6cOU3Wjrlz54pu3brViLGwsLB6//Tp00VycrJIT08X27ZtEwMHDhSDBw9uNm1o7rnSUvJEiMDOleaeJ0K0nFwJ5DyRpLqSBV4dDRgwQMyYMaP6tc/nE4mJiWLevHl+jOrMCgoKBCDWrVtXve3SSy8V995772nf89VXXwlVVUVeXl71tldeeUWEhoYKl8vVmOFWmzt3rujVq9cp95WWlgqDwSA+/vjj6m179+4VgNi4caMQwv9tCLRcCdQ8ESKwcyXQ8kSIwM2VQM4TSaorOURbB263m+3btzNixIjqbaqqMmLECDZu3OjHyM7MZrMBEBkZWWP7u+++S3R0NN27d2fOnDlUVFRU79u4cSM9evQgLi6uetvo0aMpKytjz549TRM4cPDgQRITE2nbti033ngjWVlZAGzfvh2Px1Pje9G5c2dSUlKqvxf+bEMg5kog5wkEZq4EYp5AYOdKIOaJJNWH31eyCCRFRUX4fL4aP9wAcXFx7Nu3z09RnZmmadx3331cfPHFdO/evXr7DTfcQOvWrUlMTGTXrl089NBD7N+/nyVLlgCQl5d3ynb+sq8ppKWlsXjxYjp16kRubi5PPPEEQ4YMYffu3eTl5WE0Gmst2h4XF1cdnz/bEGi5Esh5AoGbK4GWJxDYuRKoeSJJ9SELvBZuxowZ7N69m++//77G9jvuuKP63z169CAhIYHLL7+cQ4cO0a5du6YO85TGjh1b/e+ePXuSlpZG69at+eijjwgKCvJjZC1PIOcJyFxpSoGcKzJPpAuJHKKtg+joaHQ6Xa2nqvLz84mPj/dTVKc3c+ZMli9fzrfffkurVq3OeOwvS7/9si5wfHz8Kdv5yz5/CA8Pp2PHjmRmZhIfH4/b7aa0tLTGMb/+XvizDYGUKy0tTyBwciWQ8gRaXq4ESp5IUn3IAq8OjEYjffv2JT09vXqbpmmkp6czaNAgP0ZWkxCCmTNnsnTpUtasWUObNm3O+p6MjAwAEhISABg0aBA//fQTBQUF1cesXr2a0NBQunbt2ihxn43dbufQoUMkJCTQt29fDAZDje/F/v37ycrKqv5e+LMNgZArLTVPIHByJRDyBFpurgRKnkhSvfj5IY+A88EHHwiTySQWL14sfv75Z3HHHXeI8PDwGk9V+dtdd90lwsLCxNq1a2tMB1BRUSGEECIzM1M8+eSTYtu2beLIkSPis88+E23bthVDhw6tPscv0wGMGjVKZGRkiJUrV4qYmJgmnQ7g/vvvF2vXrhVHjhwRGzZsECNGjBDR0dGioKBACFE1pUFKSopYs2aN2LZtmxg0aJAYNGhQs2lDc8+VlpInQgR2rjT3PBGi5eRKIOeJJNWVLPDq4R//+IdISUkRRqNRDBgwQGzatMnfIdUAnPLrrbfeEkIIkZWVJYYOHSoiIyOFyWQS7du3Fw888ECNOauEEOLo0aNi7NixIigoSERHR4v7779feDyeJmvH5MmTRUJCgjAajSIpKUlMnjxZZGZmVu+vrKwUd999t4iIiBAWi0X87ne/E7m5uc2qDc05V1pKnggR+LnSnPNEiJaTK4GeJ5JUF4oQQjR1r6EkSZIkSZLUeOQ9eJIkSZIkSS2MLPAkSZIkSZJaGFngSZIkSZIktTCywJMkSZIkSWphZIEnSZIkSZLUwsgCT5IkSZIkqYWRBZ4kSZIkSVILIws8SZIkSZKkFkYWeJIkSZIkSS2MLPAuQIWFhdx1112kpKRgMpmIj49n9OjRbNiwAQBFUVi2bJl/g5T8TuaJdK5krkhS86P3dwBS07vmmmtwu938+9//pm3btuTn55Oens7Jkyf9HZrUjMg8kc6VzBVJaob8vRiu1LRKSkoEINauXXvK/a1bt66xmHjr1q2r9y1btkxcdNFFwmQyiTZt2ojHH3+8xiLbgPjnP/8pxowZI8xms2jTpo34+OOPG7tJUiOQeSKdK5krktQ8yQLvAuPxeERISIi47777hNPprLW/oKBAAOKtt94Subm5oqCgQAghxPr160VoaKhYvHixOHTokFi1apVITU0Vjz/+ePV7AREVFSX+9a9/if3794tHH31U6HQ68fPPPzdZ+6SGIfNEOlcyVySpeZIF3gXok08+EREREcJsNovBgweLOXPmiJ07d1bvB8TSpUtrvOfyyy8XzzzzTI1t77zzjkhISKjxvunTp9c4Ji0tTdx1110N3wip0ck8kc6VzBVJan7kQxYXoGuuuYacnBw+//xzxowZw9q1a+nTpw+LFy8+7Xt27tzJk08+SUhISPXXtGnTyM3NpaKiovq4QYMG1XjfoEGD2Lt3b2M1RWpEMk+kcyVzRZKaH/mQxQXKbDYzcuRIRo4cyZ///Gduv/125s6dyy233HLK4+12O0888QQTJ0485bmklknmiXSuZK5IUvMie/AkALp27YrD4QDAYDDg8/lq7O/Tpw/79++nffv2tb5U9X9ptGnTphrv27RpE126dGn8BkhNQuaJdK5krkiSf8kevAvMyZMnufbaa5k6dSo9e/bEarWybds2nn/+ea6++moAUlNTSU9P5+KLL8ZkMhEREcFjjz3GlVdeSUpKCpMmTUJVVXbu3Mnu3bt56qmnqs//8ccf069fPy655BLeffddtmzZwhtvvOGv5kr1JPNEOlcyVySpmfL3TYBS03I6nWL27NmiT58+IiwsTFgsFtGpUyfx6KOPioqKCiGEEJ9//rlo37690Ov1NaY0WLlypRg8eLAICgoSoaGhYsCAAeK1116r3g+IhQsXipEjRwqTySRSU1PFhx9+2NRNlBqAzBPpXMlckaTmSRFCCD/XmFILoSgKS5cuZcKECf4ORWrGZJ5I50rmiiTVn7wHT5IkSZIkqYWRBZ4kSZIkSVILI4doJUmSJEmSWhjZgydJkiRJktTCyAJPkiRJkiSphZEFniRJkiRJUgsjCzxJkiRJkqQWRhZ4kiRJkiRJLYws8CRJkiRJkloYWeBJkiRJkiS1MLLAkyRJkiRJamH+H6KeaCPHI5kyAAAAAElFTkSuQmCC\n" | |
| }, | |
| "metadata": {} | |
| }, | |
| { | |
| "output_type": "stream", | |
| "name": "stdout", | |
| "text": [ | |
| "teeplots/col=ham-wt+hue=class+kind=line+mutation_rate=5e-05+n_sites=2+pop_size=1000000+viz=relplot+what=Strain+x=step+y=prevalence+ext=.pdf\n", | |
| "teeplots/col=ham-wt+hue=class+kind=line+mutation_rate=5e-05+n_sites=2+pop_size=1000000+viz=relplot+what=Strain+x=step+y=prevalence+ext=.png\n" | |
| ] | |
| }, | |
| { | |
| "output_type": "display_data", | |
| "data": { | |
| "text/plain": [ | |
| "<Figure size 500x200 with 3 Axes>" | |
| ], | |
| "image/png": 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