From e4f2bee355e786efe6c4866cda6ea2ea14109ecc Mon Sep 17 00:00:00 2001 From: ilia Date: Tue, 10 Oct 2023 18:42:30 +0300 Subject: [PATCH] hw2 on interpreters done --- interpreters/README.md | 37 +- interpreters/analyse.ipynb | 1620 +++++++++++++++++ interpreters/result.png | Bin 0 -> 234314 bytes interpreters/results/CPython-3.11.txt | 10 +- interpreters/results/CPython-3.11_full.txt | 15 +- interpreters/results/CPython-3.9.txt | 10 +- interpreters/results/CPython-3.9_full.txt | 15 +- interpreters/results/Jython_error.txt | 11 - interpreters/results/Jython_full.txt | 11 - interpreters/results/PyPy-3.9-v7.3.13.txt | 10 +- .../results/PyPy-3.9-v7.3.13_full.txt | 15 +- interpreters/results/Pyodide.txt | 6 + interpreters/results/Xeus.txt | 6 + interpreters/test.py | 43 - interpreters/test_full.sh | 4 +- interpreters/test_full_no_types.py | 2 +- interpreters/test_full_np.py | 2 +- interpreters/test_full_with_types.py | 2 +- interpreters/test_func_only.py | 49 + interpreters/test_funcs/__init__.py | 0 interpreters/{ => test_funcs}/linspace.py | 0 interpreters/{ => test_funcs}/np_extended.py | 0 .../{ => test_funcs}/pure_no_types.py | 2 +- .../{ => test_funcs}/pure_with_types.py | 2 +- 24 files changed, 1743 insertions(+), 129 deletions(-) create mode 100644 interpreters/analyse.ipynb create mode 100644 interpreters/result.png delete mode 100644 interpreters/results/Jython_error.txt delete mode 100644 interpreters/results/Jython_full.txt create mode 100644 interpreters/results/Pyodide.txt create mode 100644 interpreters/results/Xeus.txt delete mode 100644 interpreters/test.py create mode 100644 interpreters/test_func_only.py create mode 100644 interpreters/test_funcs/__init__.py rename interpreters/{ => test_funcs}/linspace.py (100%) rename interpreters/{ => test_funcs}/np_extended.py (100%) rename interpreters/{ => test_funcs}/pure_no_types.py (95%) rename interpreters/{ => test_funcs}/pure_with_types.py (95%) diff --git a/interpreters/README.md b/interpreters/README.md index 26f2efe..7cf127e 100644 --- a/interpreters/README.md +++ b/interpreters/README.md @@ -1,21 +1,40 @@ # Interpreters +## Results +![results](result.png) + +### Observations +- Functions w/o Numpy in PyPy run **much faster**. JIT compilation optimizes the function's code and runs compiled versions of them $\Rightarrow$ improvement in time +- Entire file evaluation for PyPy takes **a bit longer**. This may be a drawback of JIT optimization +- [PyPy with Numpy is slow](https://stackoverflow.com/questions/42536308/why-is-pypy-slower-for-adding-numpy-arrays). Reason: + - Numpy is written in C + - PyPy's JIT compilation is not compatible with C + - Extra conversion is required (takes time) +- Numpy functions don't give a good improvement in perfomance. Possibly because the code uses classic Python loops instead of numpy vectorisation. + ## Tested interpreters - CPython 3.9 - CPython 3.11 -- PyPy 3.9 - -**Table of evaluation times in seconds** - -![enter image description here](table.png) - +- PyPy 3.9 latest +- Pyodide (did not test full file because it only runs in a browser) +- Xeus (again no full file) +## Failed to test +- PyPy 3.9 v5.7 + - couldn't install numpy `Ignoring ensurepip failure: pip 9.0.1 requires SSL/TLS` + - error when testing with types: +```python +invalid syntax --> image: list[list[int]] = [[0 for i in range(qpoints)] for j in range(ppoints)] +``` +- Jython (dependencies issues) ## Testing Code -- File for testing function times: `test.py` +- Tested functions code is in `./test_funcs` package +- File for testing function times: `test_func_only.py` - Files for entire evaluation testing: `test_full_{func}.py` -- Bash script `test_full.sh` +- Bash script: `test_full.sh` +- Analysis file: `analyse.ipynb` -Three realisations of mandelbrot functions tested: +### Realisations of mandelbrot functions tested: ```python def linspace(start, stop, n): if n == 1: diff --git a/interpreters/analyse.ipynb b/interpreters/analyse.ipynb new file mode 100644 index 0000000..d0afbb6 --- /dev/null +++ b/interpreters/analyse.ipynb @@ -0,0 +1,1620 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import os, sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import json\n", + "pd.options.mode.chained_assignment = None\n", + "\n", + "import plotly.graph_objects as go\n", + "import plotly.io as pio\n", + "import plotly.express as px\n", + "from plotly.subplots import make_subplots\n", + "from unicodeit import replace as tex_to_unis\n", + "# sys.path.append(\"C:/Users/rurur/Desktop/p/python/plotly\")\n", + "# import plotly_setup" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPython-3.11.txt CPython-3.11_full.txt CPython-3.9.txt CPython-3.9_full.txt Pyodide.txt PyPy-3.9-v7.3.13.txt PyPy-3.9-v7.3.13_full.txt Xeus.txt\n", + "PyPy-3.9-v7.3.13 CPython-3.9 CPython-3.11 Pyodide Xeus\n" + ] + } + ], + "source": [ + "result_files = os.listdir(\"./results\")\n", + "result_titles = sorted(set([f.rstrip(\"full_.txt\") for f in result_files]))\n", + "result_titles[0], result_titles[2] = result_titles[2], result_titles[0]\n", + "print(*result_files)\n", + "print(*result_titles)" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.DataFrame()\n", + "funcs = [\"time_with_types\", \"time_no_types\", \"time_np\"]\n", + "funcs_titles = [f.lstrip(\"time_\") for f in funcs]\n", + "funcs_titles[-1] = \"numpy\"\n", + "for rtitle in result_titles:\n", + " with open(f\"results/{rtitle}.txt\", \"r\", encoding=\"utf-8\") as f:\n", + " result = json.load(f)\n", + " result_df = pd.DataFrame(dict(\n", + " interpreter=result[\"interpreter\"],\n", + " time=[result[func] for func in funcs],\n", + " funcs=funcs_titles,\n", + " test_mode=\"func\"\n", + " ))\n", + " df = pd.concat([df, result_df], ignore_index=True)\n", + "\n", + " fname_full_time = f\"{rtitle}_full.txt\"\n", + " if fname_full_time in result_files:\n", + " with open(f\"results/{fname_full_time}\", \"r\", encoding=\"utf-8\") as f:\n", + " times = [float(line) for line in f.readlines()]\n", + " result_df = pd.DataFrame(dict(\n", + " interpreter=result[\"interpreter\"],\n", + " time=times,\n", + " funcs=funcs_titles,\n", + " test_mode=\"full\"\n", + " ))\n", + " df = pd.concat([df, pd.DataFrame(result_df)], ignore_index=True)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
interpretertimefuncstest_mode
0PyPy-3.9-v7.3.130.099364with_typesfunc
1PyPy-3.9-v7.3.130.109924no_typesfunc
2PyPy-3.9-v7.3.133.676712numpyfunc
3PyPy-3.9-v7.3.135.319000with_typesfull
4PyPy-3.9-v7.3.133.638000no_typesfull
5PyPy-3.9-v7.3.1314.639000numpyfull
6CPython-3.91.445288with_typesfunc
7CPython-3.91.476920no_typesfunc
8CPython-3.91.407270numpyfunc
9CPython-3.92.242000with_typesfull
10CPython-3.91.502000no_typesfull
11CPython-3.91.986000numpyfull
12CPython-3.110.820678with_typesfunc
13CPython-3.110.856216no_typesfunc
14CPython-3.111.202004numpyfunc
15CPython-3.111.630000with_typesfull
16CPython-3.111.166000no_typesfull
17CPython-3.111.675000numpyfull
18piodide1.785000with_typesfunc
19piodide1.681000no_typesfunc
20piodide2.833000numpyfunc
21Xeus1.155519with_typesfunc
22Xeus1.038669no_typesfunc
23Xeus1.272793numpyfunc
\n", + "
" + ], + "text/plain": [ + " interpreter time funcs test_mode\n", + "0 PyPy-3.9-v7.3.13 0.099364 with_types func\n", + "1 PyPy-3.9-v7.3.13 0.109924 no_types func\n", + "2 PyPy-3.9-v7.3.13 3.676712 numpy func\n", + "3 PyPy-3.9-v7.3.13 5.319000 with_types full\n", + "4 PyPy-3.9-v7.3.13 3.638000 no_types full\n", + "5 PyPy-3.9-v7.3.13 14.639000 numpy full\n", + "6 CPython-3.9 1.445288 with_types func\n", + "7 CPython-3.9 1.476920 no_types func\n", + "8 CPython-3.9 1.407270 numpy func\n", + "9 CPython-3.9 2.242000 with_types full\n", + "10 CPython-3.9 1.502000 no_types full\n", + "11 CPython-3.9 1.986000 numpy full\n", + "12 CPython-3.11 0.820678 with_types func\n", + "13 CPython-3.11 0.856216 no_types func\n", + "14 CPython-3.11 1.202004 numpy func\n", + "15 CPython-3.11 1.630000 with_types full\n", + "16 CPython-3.11 1.166000 no_types full\n", + "17 CPython-3.11 1.675000 numpy full\n", + "18 piodide 1.785000 with_types func\n", + "19 piodide 1.681000 no_types func\n", + "20 piodide 2.833000 numpy func\n", + "21 Xeus 1.155519 with_types func\n", + "22 Xeus 1.038669 no_types func\n", + "23 Xeus 1.272793 numpy func" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df" + ] + }, + { + "cell_type": "code", + "execution_count": 85, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plotly.com" + }, + "data": [ + { + "alignmentgroup": "True", + "hovertemplate": "test_mode=func
funcs=with_types
interpreter=%{x}
Time, s=%{y}", + "legendgroup": "", + "marker": { + "color": "#636efa", + "pattern": { + "shape": "" + } + }, + "name": "", + "offsetgroup": "", + "orientation": "v", + "showlegend": false, + "textposition": "auto", + "type": "bar", + "x": [ + "PyPy-3.9-v7.3.13", + "CPython-3.9", + "CPython-3.11", + "piodide", + "Xeus" + ], + "xaxis": "x4", + "y": [ + 0.099363702, + 1.445288, + 0.8206779, + 1.785, + 1.1555191 + ], + "yaxis": "y4" + }, + { + "alignmentgroup": "True", + "hovertemplate": "test_mode=func
funcs=no_types
interpreter=%{x}
Time, s=%{y}", + "legendgroup": "", + "marker": { + "color": "#636efa", + "pattern": { + "shape": "" + } + }, + "name": "", + "offsetgroup": "", + "orientation": "v", + "showlegend": false, + "textposition": "auto", + "type": "bar", + "x": [ + "PyPy-3.9-v7.3.13", + "CPython-3.9", + "CPython-3.11", + "piodide", + "Xeus" + ], + "xaxis": "x5", + "y": [ + 0.109923603, + 1.4769202, + 0.8562159, + 1.681, + 1.0386694 + ], + "yaxis": "y5" + }, + { + "alignmentgroup": "True", + "hovertemplate": "test_mode=func
funcs=numpy
interpreter=%{x}
Time, s=%{y}", + "legendgroup": "", + "marker": { + "color": "#636efa", + "pattern": { + "shape": "" + } + }, + "name": "", + "offsetgroup": "", + "orientation": "v", + "showlegend": false, + "textposition": "auto", + "type": "bar", + "x": [ + "PyPy-3.9-v7.3.13", + "CPython-3.9", + "CPython-3.11", + "piodide", + "Xeus" + ], + "xaxis": "x6", + "y": [ + 3.676712179, + 1.4072699, + 1.2020039, + 2.833, + 1.2727932 + ], + "yaxis": "y6" + }, + { + "alignmentgroup": "True", + "hovertemplate": "test_mode=full
funcs=with_types
interpreter=%{x}
Time, s=%{y}", + "legendgroup": "", + "marker": { + "color": "#636efa", + "pattern": { + "shape": "" + } + }, + "name": "", + "offsetgroup": "", + "orientation": "v", + "showlegend": false, + "textposition": "auto", + "type": "bar", + "x": [ + "PyPy-3.9-v7.3.13", + "CPython-3.9", + "CPython-3.11" + ], + "xaxis": "x", + "y": [ + 5.319, + 2.242, + 1.63 + ], + "yaxis": "y" + }, + { + "alignmentgroup": "True", + "hovertemplate": "test_mode=full
funcs=no_types
interpreter=%{x}
Time, s=%{y}", + "legendgroup": "", + "marker": { + "color": "#636efa", + "pattern": { + "shape": "" + } + }, + "name": "", + "offsetgroup": "", + "orientation": "v", + "showlegend": false, + "textposition": "auto", + "type": "bar", + "x": [ + "PyPy-3.9-v7.3.13", + "CPython-3.9", + "CPython-3.11" + ], + "xaxis": "x2", + "y": [ + 3.638, + 1.502, + 1.166 + ], + "yaxis": "y2" + }, + { + "alignmentgroup": "True", + "hovertemplate": "test_mode=full
funcs=numpy
interpreter=%{x}
Time, s=%{y}", + "legendgroup": "", + "marker": { + "color": "#636efa", + "pattern": { + "shape": "" + } + }, + "name": "", + "offsetgroup": "", + "orientation": "v", + "showlegend": false, + "textposition": "auto", + "type": "bar", + "x": [ + "PyPy-3.9-v7.3.13", + "CPython-3.9", + "CPython-3.11" + ], + "xaxis": "x3", + "y": [ + 14.639, + 1.986, + 1.675 + ], + "yaxis": "y3" + } + ], + "layout": { + "annotations": [ + { + "font": {}, + "showarrow": false, + "text": "with_types", + "x": 0.15333333333333332, + "xanchor": "center", + "xref": "paper", + "y": 1, + "yanchor": "bottom", + "yref": "paper" + }, + { + "font": {}, + "showarrow": false, + "text": "no_types", + "x": 0.49, + "xanchor": "center", + "xref": "paper", + "y": 1, + "yanchor": "bottom", + "yref": "paper" + }, + { + "font": {}, + "showarrow": false, + "text": "numpy", + "x": 0.8266666666666667, + "xanchor": "center", + "xref": "paper", + "y": 1, + "yanchor": "bottom", + "yref": "paper" + }, + { + "font": {}, + "showarrow": false, + "text": "full", + "textangle": 90, + "x": 0.98, + "xanchor": "left", + "xref": "paper", + "y": 0.2125, + "yanchor": "middle", + "yref": "paper" + }, + { + "font": {}, + "showarrow": false, + "text": "func", + "textangle": 90, + "x": 0.98, + "xanchor": "left", + "xref": "paper", + "y": 0.7875, + "yanchor": "middle", + "yref": "paper" + } + ], + "barmode": "relative", + "font": { + "size": 13 + }, + "height": 620, + "legend": { + "tracegroupgap": 0 + }, + "margin": { + "b": 10, + "t": 20 + }, + "template": { + "data": { + "bar": [ + { + "error_x": { + "color": "#2a3f5f" + }, + "error_y": { + "color": "#2a3f5f" + }, + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "bar" + } + ], + "barpolar": [ + { + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "barpolar" + } + ], + "carpet": [ + { + "aaxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "baxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "type": "carpet" + } + ], + "choropleth": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "choropleth" + } + ], + "contour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "contour" + } + ], + "contourcarpet": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "contourcarpet" + } + ], + "heatmap": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "heatmap" + } + ], + "heatmapgl": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "heatmapgl" + } + ], + "histogram": [ + { + "marker": { + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "histogram" + } + ], + "histogram2d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "histogram2d" + } + ], + "histogram2dcontour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "histogram2dcontour" + } + ], + "mesh3d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "mesh3d" + } + ], + "parcoords": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "parcoords" + } + ], + "pie": [ + { + "automargin": true, + "type": "pie" + } + ], + "scatter": [ + { + "fillpattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + }, + "type": "scatter" + } + ], + "scatter3d": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scatter3d" + } + ], + "scattercarpet": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scattercarpet" + } + ], + "scattergeo": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scattergeo" + } + ], + "scattergl": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scattergl" + } + ], + "scattermapbox": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scattermapbox" + } + ], + "scatterpolar": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scatterpolar" + } + ], + "scatterpolargl": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scatterpolargl" + } + ], + "scatterternary": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scatterternary" + } + ], + "surface": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "surface" + } + ], + "table": [ + { + "cells": { + "fill": { + "color": "#EBF0F8" + }, + "line": { + "color": "white" + } + }, + "header": { + "fill": { + "color": "#C8D4E3" + }, + "line": { + "color": "white" + } + }, + "type": "table" + } + ] + }, + "layout": { + "annotationdefaults": { + "arrowcolor": "#2a3f5f", + "arrowhead": 0, + "arrowwidth": 1 + }, + "autotypenumbers": "strict", + "coloraxis": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "colorscale": { + "diverging": [ + [ + 0, + "#8e0152" + ], + [ + 0.1, + "#c51b7d" + ], + [ + 0.2, + "#de77ae" + ], + [ + 0.3, + "#f1b6da" + ], + [ + 0.4, + "#fde0ef" + ], + [ + 0.5, + "#f7f7f7" + ], + [ + 0.6, + "#e6f5d0" + ], + [ + 0.7, + "#b8e186" + ], + [ + 0.8, + "#7fbc41" + ], + [ + 0.9, + "#4d9221" + ], + [ + 1, + "#276419" + ] + ], + "sequential": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "sequentialminus": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ] + }, + "colorway": [ + "#636efa", + "#EF553B", + "#00cc96", + "#ab63fa", + "#FFA15A", + "#19d3f3", + "#FF6692", + "#B6E880", + "#FF97FF", + "#FECB52" + ], + "font": { + "color": "#2a3f5f" + }, + "geo": { + "bgcolor": "white", + "lakecolor": "white", + "landcolor": "#E5ECF6", + "showlakes": true, + "showland": true, + "subunitcolor": "white" + }, + "hoverlabel": { + "align": "left" + }, + "hovermode": "closest", + "mapbox": { + "style": "light" + }, + "paper_bgcolor": "white", + "plot_bgcolor": "#E5ECF6", + "polar": { + "angularaxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + }, + "bgcolor": "#E5ECF6", + "radialaxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + } + }, + "scene": { + "xaxis": { + "backgroundcolor": "#E5ECF6", + "gridcolor": "white", + "gridwidth": 2, + "linecolor": "white", + "showbackground": true, + "ticks": "", + "zerolinecolor": "white" + }, + "yaxis": { + "backgroundcolor": "#E5ECF6", + "gridcolor": "white", + "gridwidth": 2, + "linecolor": "white", + "showbackground": true, + "ticks": "", + "zerolinecolor": "white" + }, + "zaxis": { + "backgroundcolor": "#E5ECF6", + "gridcolor": "white", + "gridwidth": 2, + "linecolor": "white", + "showbackground": true, + "ticks": "", + "zerolinecolor": "white" + } + }, + "shapedefaults": { + "line": { + "color": "#2a3f5f" + } + }, + "ternary": { + "aaxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + }, + "baxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + }, + "bgcolor": "#E5ECF6", + "caxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + } + }, + "title": { + "x": 0.05 + }, + "xaxis": { + "automargin": true, + "gridcolor": "white", + "linecolor": "white", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "white", + "zerolinewidth": 2 + }, + "yaxis": { + "automargin": true, + "gridcolor": "white", + "linecolor": "white", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "white", + "zerolinewidth": 2 + } + } + }, + "width": 800, + "xaxis": { + "anchor": "y", + "domain": [ + 0, + 0.30666666666666664 + ], + "showticklabels": true, + "title": {} + }, + "xaxis2": { + "anchor": "y2", + "domain": [ + 0.33666666666666667, + 0.6433333333333333 + ], + "showticklabels": true, + "title": {} + }, + "xaxis3": { + "anchor": "y3", + "domain": [ + 0.6733333333333333, + 0.98 + ], + "showticklabels": true, + "title": {} + }, + "xaxis4": { + "anchor": "y4", + "domain": [ + 0, + 0.30666666666666664 + ], + "showticklabels": true, + "title": {} + }, + "xaxis5": { + "anchor": "y5", + "domain": [ + 0.33666666666666667, + 0.6433333333333333 + ], + "showticklabels": true, + "title": {} + }, + "xaxis6": { + "anchor": "y6", + "domain": [ + 0.6733333333333333, + 0.98 + ], + "showticklabels": true, + "title": {} + }, + "yaxis": { + "anchor": "x", + "domain": [ + 0, + 0.425 + ], + "range": [ + 0, + 16 + ], + "title": { + "text": "Time, s" + } + }, + "yaxis2": { + "anchor": "x2", + "domain": [ + 0, + 0.425 + ], + "range": [ + 0, + 16 + ], + "showticklabels": false + }, + "yaxis3": { + "anchor": "x3", + "domain": [ + 0, + 0.425 + ], + "range": [ + 0, + 16 + ], + "showticklabels": false + }, + "yaxis4": { + "anchor": "x4", + "domain": [ + 0.575, + 1 + ], + "range": [ + 0, + 4 + ], + "title": { + "text": "Time, s" + } + }, + "yaxis5": { + "anchor": "x5", + "domain": [ + 0.575, + 1 + ], + "range": [ + 0, + 4 + ], + "showticklabels": false + }, + "yaxis6": { + "anchor": "x6", + "domain": [ + 0.575, + 1 + ], + "range": [ + 0, + 4 + ], + "showticklabels": false + } + } + } + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = px.bar(df,\n", + " x=\"interpreter\",\n", + " y=\"time\",\n", + " facet_col=\"funcs\",\n", + " facet_row=\"test_mode\",\n", + " facet_row_spacing=0.15,\n", + " facet_col_spacing=0.03,\n", + " labels=dict(time=\"Time, s\")\n", + ").update_layout(\n", + " width=800, height=620,\n", + " margin=dict(b=10, t=20),\n", + " # title=dict(text=\"Results of Testing\"),\n", + " font=dict(size=13)\n", + ").update_yaxes(\n", + " matches=None,\n", + ").update_yaxes(\n", + " # showticklabels=True,\n", + " row=1,\n", + " range=(0, 16)\n", + ").update_yaxes(\n", + " # showticklabels=True,\n", + " row=2,\n", + " range=(0, 4)\n", + ").update_xaxes(\n", + " matches=None,\n", + " showticklabels=True,\n", + " title=None\n", + ").for_each_annotation(\n", + " lambda a: a.update(text=a.text.split(\"=\")[-1])\n", + ")\n", + "fig.write_image(\"result.png\", scale=2.5)\n", + "# fig.layout.yaxis.matches = 'y'\n", + "# fig.layout.yaxis1.matches = 'y1'\n", + "fig.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.10" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/interpreters/result.png b/interpreters/result.png new file mode 100644 index 0000000000000000000000000000000000000000..1a2379f411ef42ad411ed940f7fdbd9680eb814c GIT binary patch literal 234314 zcmeFacUY6#)-MW(QWX>xm8vX7MFDntL4%gq(wwTmj8Na{|ONhi3SmoWh*3?fp1o$a~_C@sEho%fA7gaM@F}M$uFl0 zVc+z^HXe%F^lQ%k18_L}_@iGo-F}{|F1Bj*70D%*tHk$Ss8ZZ4bO0hlh%Yii!W5AK>4`6vPK^5k&KC{?lV%gu+mf?pyzHENB|>fx3S`*#aG7YNDuQ z6NP_6(VxVE`HcSC`FI-NR`|J#{daT9C!0w8ck`9v#JljLhyOFb0Ci%1^gn6*cR$QT zhnh4bO8q;oFTMs39aa8s=i{&Rkto`YUwr4^ZIfg};u2`SW3i=bOs;hsy`ib>x}4dn zo}7;dX+IvaB_}_dz0K_VZ2j*BkdJc(`%=H_nG_hM!5iE40-E!4awY|Fo;d)W?kxSDQ39~ebG9u5| z;GJko>1rq~FUf{9hE_iBO@wfLukA`X;lY^NqkpCHqJn&KWy{KGAk7y_#l)trB4pS3 zpm$gapV|XvL>7oX*8HouELkg`EVr)fD&UGo3Oq)paukkqPHjFceCf{G*AwP9H~o|3 zG&qWi2BXobSAoXJ9!{o zzDg^w59O62_^RaTZbG=)d2X5yy_+3jt`ju9Ve+QSybil?yDZYBICSQ%aNqR; z9+hvq$2~%th-i&KBK$EkTos%&tYqfm8UK&2W%k4nuRxA|e0aEG0wwjX#dvQM&8oF$ zb>=+HpZ2(ObVanqtY4hrmAdSfOIl$W`c(Cjz9UN0rgkpcyqPY2fl*^Q%%#Enb>V>{U6rE|im^)pjgQPy63VFHKAWk5r z`!}h>qhGA720BoBvowVtvWbEF@PyWH&tG@?y!RWQ(N7ZLu8+@!98N~?`dQhn?`|Is3808&_Os$gsBaTNTuRs?(dzYX^;AwNfU}Qjf;v z*q!05(Yj+~mo@1kfu=Nk=l9te1DQIv^&aNQ{D7@aomPG3lXN1G$*^3qd?vS#Sv$9y{R^4sGx zGreYIroQzdiep*G!rdVkzI>XMc)(Cs3gOPQ>&a` ziO%g3Q=c(Y25t46u0C2Aom>w8YEMgOC`kid2Uz^gEm6Nu(X?WA*_>M|J)+ z$40HAYCHTfD4U*`Frg57jS`7+UMzt8??%8~g*PYfB0Q-fO#ZJ!e{I<3;4=wD3o zOq*YsXT77yhj({0y_GsUzMPgWL(%7!^URCMdLbTc6*uXz+|*UdK406LDqR)p*_~dT z>}u(nFe7?`h5?xmlZ&Xw_Lsa{;qo98rsKvA~oRk#oTIxe0jwWrpL*nrnw4r8E1tCr9D>O1F;2VD6wUSFy`H(>8fYMYr@6_5H$%^^f0o*ZBDq_Ppz5R^ z2G2by#3risZxlonKcqkass^;>=CN=2#iPrCanqv|zwS)zqmZVfo$9Zr_D5H42=XsJ zWPH^M&1z!-hxCB&c$%JOA8NkqRW%Y9#gmV7I9YGr;EyfX@B}wSj7nuttlOp&?OS@D z1# zsCj*Hs87*kXGW-5F6`1}1Fp`L40*<4c4-*n)RgwvV=TljlSQQ2?BLhB-%+ZAZ)KXy{x{jg5t&b)_? zV&g}Njuo+m0S_>@%+Ou4RZX~@VXbyLk5SZE^>Eae7VmFi~Y>OQ9Rq%_p>I@PZAZQa#LH*`*rkY*KN>hmbPOt z{V7z~)YWm4Lh>Y&$+YiDCose`d`qFES^rLhYSM>`=B70>gZ>5)P?+u5JrG&0;p7`2VaF<_w|n-YQV!xmhZ5YURBANrVRNNlYa%im z@3>lsKUSee=bvh~%lC$Sx<`(?oNA%)D(uUXBnS_X794F3!+y&5NWyMEb1~G% zzQ@w^q>y80+}?bYc~Ue@p7ds2e!%D)QVV43&uTbYVI@dDSC;@Wf?pUAujY+x-$0#3 z4LomJv0N#Gc<|X-Iy!!@Y2GUjxo+vvR!;bK=6xODmT7Iau-SU_hbUN=f1Tc3=38&h zIwZdbwmK*l6lK=#rC%6K*T!PRTippoFhhN z^SmgFJ`0*}&nJn#=n%D_yS!WEx7byglaV*to384_1^cWED!O<*HS(p9fwF*sn&JWm zu49VPs~oB{qW2~0ZVW58DbbxDd#dCfe1}tI@VXdtW~gt8EjU#Fg>Q{16*-mtYJs1P zXgA`$Wg=lk$9S6~nopk#c=aGHonJ%kQVk&ZoiMkfJ6uSN9?H7p`{{}8D{7wkoWV&G z`sdO82+zDVWe2ky%`O+wj5nggkO8g50%?<_z}qPfKkhQ;Ct9r)5x?-!g%i@&ikkvB z_Gbbwd=zzMo8}y*^uSIAMSl&tf~ij=E|(a|wRLP+jCnV5Ob~r~bK_aynd5%4kle}s zmVCG^q50$8Dzl zYd84Sooaps0?_^{vJnt?TB``A1U7fK2V*Zbg(V?gPpH1J5AFHgt}lJVFxwVwUTKgl*qOZ5n8 zr+gyaVY(hpJ$3wUqBB~mI5Jb>?x-!yH=yUF?%aw=Mhz;Jz-}HZw5G(`n6;=3T{kpH z-z&gVZUgA=z&>6gn0~qRoi4K^%(sGpcb}XR^-fD`Pz+*X{NI1IEE`JOL9lC^HL=x* zzJdei;NECF1v&-Gkx|8CjidnO-QRZ1m7Zi>3_5MoE{AumWT$8Ya3sf@NSz)EIe#|5 zE`ZhfJl?B-71wwAEbgA@+@Z#HD?S^ z-YG*5YT^Xjlx;Rf%w{^JhNGFdt(3Day`=k1G0^r%egNoMbcV(d2%X>&a5~e$o#M~U z9MP9cQKKetR|K<$=9j;@Z-u7%vkAcT*wpeznh2)4CDKW)DTU&dN*c5%{w(LS zzN;YHBQEC34_I?ot)B|7?`Vz|FzRlI)b2E=Ub9}n)I_GnkYQd4;#Mg9qX3XJv}iR zsrDqO_j*-T#6uA%(l5R*(Cq2 zT7Mp?W?9rU_BGY`0D9{=hiR}_1cQrTI)k}!WbaQvfUrR*USCYIN`QVqb6+@!IWS^VrVvEQGF zaMx(TVyU&{-tRKe#f?I#jkrpW_~giLF7yuA8OYbDm!(jC*aQX6k6W6{>&y^=i?d{M;z zQUb8+VUs35eyFX8C%Z8SPY3DkecXK(dbI~23rCWMxN8&%xO>riGn3vf(DG=gPZJ%RIv?34z%W7T6)9#LDVin}yNEX@5DQf(C= z#S9+q58pVq1jj{V9Y;#amCDOx>IfFztgd>@?h?1|=JJEX89PVEZA@qV48Omq4^!hZ zTAzJpwz5)i{Xo=3@b6_F&349|vfG25(x_v%PiHt$9f)d^7ca34STnoH@;ZE8-fTr~ zD#Zn{?lX_qGJ9!`yYC76P`jdR4*N2tXf`Ur<%38CH1=6tZe15->l@_oyPSOU9UEsV2_eQfu}*)=9LBMy z%BJw{sbK~GoJHMp5%Cn?0CV-c8QXe~&Vp7==d^|KM15=$!PN3E%ky@}HrJbs+dX!p%!4Ir< zHyIpeMvbOLojV@beQ-Dog6_>+c_IZ-gF1P2ES!ER@T_!vl}M3yCUneB}327 zVdD;6en}Iqa~=X5LWUk7Z!peRIktDx3B2AH*%g1l2)Af+O2}HvDaLgSt9ou6k3y=n zIG|&)zs*mEx4XsPBUtl87@q|BhVub^%``e?-r)?Uxv#uXQ^n8>Zs9ickyf3SS#LS6 zLY*ke{^&N`XCXTFAc(JU!bP!`S;&OZd}Fc5;MW$f)l<|+1`?1;o>bT>{lTifqh^M2 zm-OV`i&HW=xKEyDk|Afn;-j4v>%00joGyevjw9uJzleiU^EN?6(q3)qLti zo-_7Xt$71(ve-ff0PLS+5k*^{;zpY7ly}2n#@@ZuT$8psb6#jRh^*PcH?IgZX&)Xy z4s~AByFief$+$TBHiDrV&=%ZO7Mai822NE&K%D$Q1pK(VdGKAw3Mz(reYXBn7n*MwzFCL+WyeYqh* z^0DNbd{gNp>nQW?I|K(yAEVne-u;aG`of_+FdECuTk!)rPldu0fwCF<*B$}PGM98g zIbguKJS@v$yeTB#z&pp=aIgyVimI|F_*PwIfjhrt#PS^d3Q2sRofwr{8AIUD))X(x z^^$F<8TCwm9Kg#2*uW37ij2vbx?>w-o`X6*UyH|1|6eTB;$p zFqc|VjWw90kjKmCQM$P@U1!INK~AwZ8i|AQkBsXVS=-T8LG9yQQ>$u*XS#nbRjHeq z-85+xp9y7AjWiESTkps}=5#B?@+M=Y8;UnxKg-N?jkc=~$(4KEp3shb;*QF%x1g4U zPe#dB@%Sb2-i2E8--Zz3h%P^L0i7%{8QI;QptXZ|vMrFSSN=E)VZlVOZgw?hU1l(u zGq${VFM}>W`>G^w-3iGe#*AG?;nl#-)A7C05%v93Ld;O{wH93MKKlEo)bi*|(zf%n z<-=v##O_3k7ECXx;&ePxzGvdq-3fxy@86rha>5&#_j6$K^YeBT!Y2=||LGc>bbp>w zdh_Igk6kY9S4JP34|~xr^_Sy_U3Z(?Jw`)a({!h8U?R!Ds0`Q_n5nUDze^i z#|}fjbs3S2@+#=RLG5pq&#?>8#N=l&=-oMlfOy?!U9szOJ*C?fmglxEo@mZn4)lo& zGqW4k$R`_ABggkj-uAxq#ucc!$ zCoz;`tg^W=>yC|(R{%~LhId51eqGeFyWU(eY5`uIv?3#Pr@v*7o=ZEKSSK(+@Cz4! zvg422zy2N182?Q|)%Pe?v8Kv8w8zgb-6okU7H!5m$>S4UP#!Syz&_f%?TQs?8SgIJ zC@CbfKe)&XX7eDGrk5b(lZj-mK2Qko-SaiCP2lxO7Yo?EO%qgnebOK7Pa5WJO~_O$ znOC|Hg@+EpLz51tHT4W2kzD7vtKXN>dN^uNMfZg!v4Wh~;&U7CnN3WErqtD`-Gxv- z5am6#xRf6oD?(D->@2iXoTYAk+-o8vE|<7Ouxj}F$R8NnW$)y!o`85JfHd{w9u6Ly7I}s*t5Gz=w3)!P25n;EP3gGB^9fr zEQYVEOk{bQK*{C6%KWVOzQG*iF}1}k5+B=YqdlhO_7SG(>Bg84gI4MF2X z#L3tMqs`Fa;`4-G?i_Y6DD2SI6Z2U8j8x_B&w$iU-m_dNeCxOXRQW#Z5mJ<4Y&}Y=7jF3oJ}f>r z4%pIDl&>Ys{J%SxoGHR3OYqjREGE*&DlN?9*CPC$`S7+$KrmOno{scp0oeeDEIlUe zcZ1&U920Hk!p<&liSMUgU7alFTH|%Qv~;Pl+JVPrwC^PkallH$c79V(7AiG8I za)!b{C1iLWiIT+yX{IKj}}^Ze@H1QHF3 zukge;Vf|F#rL ztttCVwL{9h!N9aWAAm6h_kYv)+u0YCAsH}bZ-_P9>f0?%!iorGl=nHc;!>G=5_;$Sk6ZL*c?teP zp5q^g$<$ly{Ji@L>w(qB-Sdr_Niy~3?2D#L--HRrh}-+kHL}h!Oay-jEaATX!LuZp z`5$jJ%doa}lEkh66jQ=~eGtG=%a&yYf1JXt0X1B2pc*a^C3%5e=z=eVZi~3m$!_hFH= z4fbt&HVZTzzY|PyR7NoSe^Dpg6G2tsI2icH$ldBot3a3`?s-n|r0xY#(Yes~+QL)y zDloEUi%+Le1^=x7`b|=@!TQ2_V`V@%Z6L)#NRVie?}FgIwuOf}re+Fr2qM7r`i8r(0Z{bP>zmU%g6*24Sd7ZumaP&y_tAC;&+DrAF;8z!y z6CM7#?Bp=8PvVcCm2U)iLX>$2l>3mB|F3dKyfGllf9PqvP?iM0_^_~Fk??P@Xj6r~ zYkphM+zP;16QNxf`Oh!HLsj=GJQ8kB5#Vm(2B9tahp-$XL{O9X9Rv%Nok}qWfG|WS zOD#+W?4yt*^@hI{HG2TBBOPj1n;rrite%%4z+l9yr3#ji5@H({W-|gjF@mKCHb4Y_ z6)^s)<3WXWF97H7b+lYc1ibOrw$+75`300o*t~Af7h1{&FHfOlEw1FRlL*;e4c@2;T7Tri zJ+R!pm+aI0!T&9Jhu=d3FD_-fKny(K0J0M)+ALJtec-vUr(S6pKuL(1uF|RtY=VMV zQL)99{B;tcf;<9m#7^#dTB;6&>H63F(~FFP23}msDFHA4XPYTp$zLZCO2t;N{V=-g z9{gUQ^%8HqG8P#n08tm0BH(4RDB$IifyciHNS6ZaQMi8pU+XnwtH@3kOrV+(8&qz&X3 zSMpDj2uV)>5(oBq=z0!#Z-F@GwisMw-3 z|Nl@iPe?UrhDj|SSW)?)X~Jus&KCd!qGGPVTtdkiT|?l*zNKe;-3Kg{O#CYsNJ|$E zmtKzq3cY93J#eZFr#Fe0HrHoKDeQ~e0?%48a0op4LK}FlVt#-c5xA*Q-s?;!FiQFI zY(eRS{5mTTK};<;@S)X*HpBTfh}3XjSX|1{>SqZYXDhONf1G8g`J>vrZD2H6;FQeO zJ!<4%1Amki+JDav*p^ zFIkiWcdGWvyTh6a)`-#66CUXYz^_TjM_Yt0MZ5wEM6@e__b{=5jL(JB;Njfu1A$`G zz)BD2>P^Z63louiD_>x`EkRtO*3r@-JPh322ZD?PO3$_Tg{pdau09BCa0__azG-{- zmaTvz*@O9A#b7#=mWIH;l_o>ZX)RGzXsxV)?>$Ya89g29c=~f7#PD^1kEo;aH|@Z< zNaV@2c)-qUTeb=>R`{(1MCu7Fp{t>sW(_INr>&1Bb zR03qo)z;;O3toW#4m9BRT@r#di;8UqbZpLErMz7r6u@=j&1EDTII@?F#V~;7?3GO? z%Yk22BPVsNgjOmW4Hy_0{JW-ra`l5?usaU7Qn!c(o05)6fhRgZat`T9|C)FWP!X=v z>Ff#~aW$3@I^qsMQl5gnFlzY)QqCf7c)Vh=;ws_Yilv~0CRGw22p$_}9dum@7N_BH zZIzI6MIbk}3kPT6vBR4~Uz<#%Lbnyu328GK-+90S(t_K5}Uw;|}R|7O)KI~~81FuJ9r3MJV-Es}Uz$C{Gh&`aj z6NsX!v)%VMzlN&Xz)tQ1l;?vut+T_(KNZNo&9fTTnX_QNCv`$xCpiF2H}YYv&`kXb z*7ndFN9$iY5WZhn(gbv|d)q#B=<-bo>G;{d9z_oT3-|R;3kMyZI(dal2S%9BR3OQN zgrP|#+Z;a%81F8DzXFM+oM6$5=c+pbVV1oP_I+K^8LF!Iz;yf5C*aFBU~_B--(m70 z-KxlZ6SROdLZx@&l8=A{$8PZz{0#E6z#ut_X}y0YHYFbKT?5!KkPCFHKKYeK19TEr z+j&GU1k%RgH!4sVUpfYfb!uz?U=JAWA`r#OwwS<6tCB05WMUx7Gr-gN0Y|&HK~xOn zn4Jdm*}d{r7x4Hs$hSM1yj?2X{4e0q7oCWLAkpBB_XV4H3@{pX`=>br()!b!{WNDk z%^5H4|3jWIF+mQVb{;kFO}U&sI~(LNJue#|=(oa!!Y1?LUR_S5kjRsl@! z-kvY|`>L)@W`zt}(GnslD^+n5gZm!bQlQInM)EOjBM$cAh4iO}{ej@vmLfcRCqs!m z=c%>AO#iPy&L4XC_8pOK&}uRg6ld@NKs9<&eevv?{-X3B>tn1{3Trxvk`LKvn<}yC zMi?ko_)S=>Pznd6E$Pb_!e@s7teQUvv?JCE8Qhhh2D-FjH&rj%*cbX#od!4cgA z!Qoi;7yuRFm#u}_D{(-Fls@Uh{CT%u29(WIq;4M$wfg{*y3Xel%bLD zJRt;d_5y}pI|6&_3eEsKEFm!P!eOX>=K6mnaRoJKP#wc3yP%r2O5xEqJ-fAd+X`aDQ*>peS_kMovP<{e{YijmMxL)}DTtzxNwxabc{C zss0%BrW0BCt0CwVP<}oIE8!5@bK~eA_aWw-0O`-vjv$V3zpn#8N3NnUBTa~w0N_Pk z6_5`BPxwaY^4k6fVo?7K#gOsaKCA<=eH@F0!j!mA03hxibZUagYXH(0Y`x*-VFAq1 za02?IWRRS*bYRJ~eCTe|4JcFnp*AnC1%NH~)O|{?H~Dby5^pStHqtcZ^)}5iUlQit za?8F)>ih!Fx+c5`q}~8Bp`?w0HA0|kKLAp0?J4@MzjR;?O&I{NqGCI@BzSXdpY|BL2pEfj-zmuC#)!ZHj|JDf*o48XztJ0;7li&~%J$JcQ8DIL3?PKbX)qc3;dm|CFPnr3KCdxo< zJX(KSII{4+6DX@^iY1200$UVF=*^cNdO#A^6 zh2T4e$_a$Fn2p8cWkcQ_SXd1O=Vi|41cdm;%|B!JqF$oNNr7{-=UNQ53E(Sr-C;2W zw|M#fcy!cR!s}=2dDHWha^HGNTf@*}p>-9%Exx7B2%W~%!A`U*mc7H-D52u(DZ1KS zzI;k~;V7s{R&kqS?|>6U>3unPBCI z&I8LkBXukrBU&^mfO_3d0cA|P7NvO%K=&kb``uPL4eOKLUoN(I*=gB43Xd+iRSl&O z@GpS0{Ys?v3yczc1PE-$EqfApv3bN6%K1D8DFUm;We4QffwGm+4~I^F`^P&}2FPxCtF6ff zAk1@PQ(un$CLO}ReAA?OB8x)P&#w)Q6+eY>r6e?L2HWe$9u; zmFxS_!_Ukp+sheUokQKn3<(NDf7-H6crSVxFdk~^`7Z^=1AYz6CLZs2u|`mC18GBP z9CUki*`Lt+=A{Qmw-TUEMYX`!=XcEOIn_2hs;)ifLpEK9xY%{c06z|Gdn_~qQULH)xEy>-TL!8v5|ouV zgRc_T{h2L^Sv?T)3py)82ZSB8JJC!v{d35>JLOg;v$y}QEMVWd5-{Re|7l_A!ZrZ7 z+YSZHlB64I;*G9BO6dk1or#9zVv0#?n@`OMJIvO6x^HaQev~m-C1~uF!`GR080rSa zeMwuF3#q#cjFgfSajRgOg;b-K*U3=FTeW)y4g}N-p^X1Tk5BKt(D4o`@>G>E;EraF zJtXkAbOp4MXh|GZS*SCVd8af`C&yymQ(A47y+wL4Yx{0)|LnkK;2WNPlNY!lU3DNi zp~>2o0=#<_@OzpaGpa;wICEvSpq_RB|%)6H0VYWq$obuIU&`bEM)+Uw7{H$hRN&}j=RkhIU82<>_9wk_`zsCm^9$?VC& z@lC?o-O{in8WK=$JDu1p`3MAnv5mX*p{la0+C(Qvb3E>YZh`h+cf1tFU2B0Ev2S}P z`gn)H+C5mcPO8BI!&9bZ$!*S?KHI~{wM?H?`MPDC#}B|YMLdv9|lVI$Ooi_b}9orK`g@LDZ=1ciEU!H0J&)fAZOg2 z`9@>uz>!b(vGBKGnzpK&VZfD18Bkjw_n;mO=9MK=?Hca6S-QL0Y3+VC!{~; z5)3Q=WZNLCWrr*gAr(2;T1hv=KOpMhFM^lf-d`yN=2q|~X9z0LrodbS_AlVjfa(pG zz!Pbmc4)AGj$7LIUW2s-|5!TEJo3~Shy>&xSA&-$@7_5C!tx}aNiXP{y!dmFe7B-* zS}NT2)8GmFZgNMYB9xKG?+0sZRstOMZvA>6#H_s;*2&;y$ICAJ%fQ@W@yKClYIzVC zn9Z%-CX8&}L1hXIW z1s8`0z+8>QLwIOFcycp%;xsXf^?fOn=2kxr);3-7Q$&7>$WIaZX+?fok)MtR_`IKv zMpW!)Eb{+IERs@j&=hJh4E2j5QvDH*mk>PfAt+j%Jedqw4hO+uu0AIg|sMqirB%rB>h>he}#s&L*$+d@u;%8-g}{e;%R*u&nrvy#Qg7bx23b2~g97 zd?*6t|4jrsx9fW}o3~kTr4wBE{zNzNo=~NMw#;h*=BZmg4_&2IO>&R+h6Sr!DMgp- zAaPBHeOIf{sb~ur(^!1|F#o$s#t z*HC<@<|c$38qR-^nJoOr`=lPP3bP7nkF)tJ-ESy5hV0}M{aep%K0I5c<1`qnvoHQz_!Yyb&E51K9i5=tf$&MUf@4s-ZwEHkB zDq58|^IRs}26y$u8RzC$n=INBcY;jiVUpqbpyugWoC&v0E&}wvzVO&{&-*s0@Nk*n zT=TzAis79Xu*F&c_kl#N+w6hVBP)i}-+nnf>4u84S!^%HAJMkIyxQD6C|b83+$~(k zX&Uxkp=LaPXPz>`8_g)+$RT$+cexi@JKKQhU#jJuFshdWQN6kPQvs?3QW*jyW}$`I zYfwV&*nR3>)yCto)n6_ep1D%^vaC>3ZS~``m&Tv;llbo=%CQlNs-tA)`+4fCg>Id7 zdq!<=JkK_Ec2hajYDJJ}i?Z;mhx$<0UQOH*2TDUn(}6aFL(pPINC4^mb0KgOR1e9d z{Oe(?aYr<0n%e4!`RFtHtHce^s2uky2#2Xjq%C=PG>ONdD<%ebw0V&9+%~ihhvc3w zkeXk%c-wD3I1)w|7%g1)w1mpFuWe~50Jm-L7Q8wNRmqaLe{&AaHGSS%%K4&&T@__E z{UC(oipbw@2s$7Lx@#UDW*bv?D0++id8hDyf0jvu21L=!Cc!Ost*q=R*-3M##jS!n zW@E_6Z9+dE1G=BfrmAsh*`R%T-8-J89OwqKe5#Z0gILFmVx86L694mZ-A!<0RK4Q+ zXhAaoeqkjqv*wltAM-ria(!rd+u@Y`UAKv}mRCbn7xa0iHORb5*SE?jLTR`M; z_c%7_wfmIMn{{A!5%_F2`Nt7jgB(*C$_+kg;g4kCWYMaodQe+y(9k_y>8SBlg22x9 z86VNj4W+_Sr@z zry$9oNkA_u7WTGn-)vVq&V=b38{uog&lvP{<&&HHmF^U>VktqVWfEX8R2KH+M%Pqvaaqqpn;JE$In)w9@@Twr%US1_mlDJ`G4fw zy!Hn~%qr?|u~27r|K*K{V%|C0hjO-bBy5gQSq$<+L99Zb&tD_UW9%FVeERZM2eX9n zac=oFnUWVsy{8_aZoO!?&_FE$-a`LU{?|JdM?s5PM-u;UloX?~6Xd{rMqoI_qh@R^ zsIw2joDF3RxdEN#CCEx`C_SRr^tAm7)H1y6ZK~rgvyjCM>wqU_OFSq9AHDN`Vw;X@ zYvjP^Z>1(l!FWt&QoRAw)Tz#hK2X#GbvVM}=!CM};13O`?e1jchC|I)psIwtukK&? z0KHrIlOctLyr`C7TH@&G>czQ$ED~iF5tLxqd>SKo$O9heDbBTvY$~ zgVW80j;S^T)j{tKmk+LdFM7P-H)Z)-OKw}Pp59)8UUO@M=CSMg4{u%*zaxKd?{odF zbsI=WZ{6PiLwwVw+k2NDSpEAkH*tnHxR>>YleX*I8~C&xCu6$Vv6!67w{By045NGM z-2#h-zLHJFNC6+tHyjg_^dkj|7uD(5t->conzHvLKNS%pJzc4};jjq4=i5Y(pCnvF zOkUDP1g}cov^GpcTwO#|a`h1ryrUl`4;Bs2QrW4v=aGn*156d4nOhUHKbgL%o+STz zODH_c?Zd5Q3h-ouf)G^|G5Jst@iOo!BJ1YTjbIEg>;dpm(E%}1qtW1L^?B*?&7ttt zNUP*w#?{R$2MVivVd8&CsW+spzw-ROxctC!9fDN^G(Ua}e4=Sx+$$h06y69v9%!}W zOh`_3tn}S$3Er9hzH-30`24Tp!8#LNGWbhkl2exsCV1$IiU(h>p*ITVS2qQpW^SL6 z7m%iYY!CR@INkjJE!Kn^UZLMU#p-e8*RwFy&R)#Q5w~2oBVlcxUt{6P(ZS`WYJwem z1h&)hDw?rEz)invIz9OEXgGW&w5wlT^c|9^ zxmP*11DuiKSe3Ewm=T%@^TKYoJ8LHP^rhc|!&0^M!v#{&zY>UAmT%HJ;eP5K2Al5m zMTe;)9vqbT_R4xNUa*a%U!p^1Z?^cHALSh<)1))!;p2|)2V}0A=>yT11aEA*RD{Eu zW2RZi;4F&^7U(ZOP`O6A?rSDaj<@blu4LX^E)bsNLNHwINRp;NB1I)-uY;AZdsIVO zf_L;rT~>_;8o`thXvE=_1E?%VPw-c7mgZk=9_saPO}BSP@LAD}{7$}$b$(Y@5|OFk zHOgquFK5}eJ4Rz3X}4d!fA{XVXst`O_(4b^?*%iN3IlB7Tv=^@yB1L6$ zQgk5M1nwd(*kgF|7O;S)rMuP&IUs^xAu4VRD|;oW-VkJ=eoRgjDEgX3nz+W#zq&s$ zGWW)D=2P3_5!_9kA&qWtuGCpxZ~^-y^G87WjbDrV*#_-w+>|e;UPdPm!R_xz>LlWt zI+;(whguw=hom=)8z8;LhEo?GZaq80Cg8gLGn>Rl=0wW3njcGHo|l- z*cLyMqQK;Fn5*;OlGcV3Fm#`}~g~Fqot-k1cwqz0!2uxxkznsuc zB;(#Vpt#x&LDRZiVp@H z@Xr+Ny~}Mlf`Yy7aHaXGJ<;28q9|?D(b+v@Mn)xKsw%>w?Wj?|dVE5c2Y;Mo%}60| z=Wc&=o>Ux2^)Jbu3MbdCtpje(q`1F@FE7#al08&zHxE@4l{u zozvZCW7K7}H(4&$fVdZ!Pe9ZOK!UBul|Q%UB;d-)i?znlaL|g^bYu*ouw{`#HJ8dk z1mB!{JvQTX4LPJIJbOdEmg?SPIb^c$par$DU`4vIe;vfZt37062?-_0yER6Gkfl?!Qveoa` z%=Q7MMx=+oT-Z=azn+D0M8q!vfyz?3(x|B35Sba>w*R!EZu<}M*r@s1`Jbv(8LeQ-1tEZS%X zo_w*dJ79j0kPTWn*XC0LZmASc#jvqQI8!#s7VZSiHYqD|MSpE#qKp)KpSmn?7IE9p z{IUuB|KW6-l#tV7?m)PE#D(h@5g!8V$$IELn+q!8P*n;az{ghfUV)X3*xX<+9n#b{ zmxP->gq}=8xF{&>{*$-$Cl91G=X81_oD}&}v8)sVulg~cSAjN|CE&zfa~1V3$Gro8 z_3NB{uA2kB>(2Q4{NeI|cj581HB;iX1#9s=canmB6Hu}BAz1V0p0*7_0*^@pdbb_v zYgfQ0MVJty%mE8}b_!Uqes3~8H~<)4KfpuT+|c}dB+jjp#QwpmG&wz00{&7GvW8`A zK4Zk0iX}IH8s+p>cHFX})b-c)859*=+W!w$0yK+LZ;)`W`g6a6fnZGrT)r(LmdIWr zHVp)G_`EQVIFOu$pu9Kd#4tO~5@v2^lz94243Xw-C)CB{*IfY&+qicAA%WYm0{pE# z2g;k;r+Q8%79RHKZ@{b3DRYV40UW|*TMC{#WYF57M8zJYcRkQHAm-Ybe+~$$T45P- z+sz?dU@igMH%!1?seI~uDxKRuf!xWShW*9-L)GAb^Kj27Q)kL~YNb_UN zgw{m0q~Cg#_cwq!lzTGO-C;1UhUJk zv$I=s-EG>uiy1B>a;OOqKn#GW()4>qe#LdEV#kdEdVO_c;DX$I)@r zko&%_^E%JZ`8hx5dEd6c-80F3R*RWg0vtyM`JB-b3RwYLJ=r7MiDD;~_Ey_ggH5y) z99#%OJ-9o?G8#ug#biiFd#GA=QKR!hc_x~1nbm!@)mbXj`_9Ax7x6t}PqB=_jYdkh z`63+c2-&f$@~=$hAERt-Y=*i!^x)*CD*H4!ZnwlP&kmlcNL2J05$@S75pu3mY|(LU z1^{ha9oo}r0n3T)gRalty762ibehz$-d zvO!>?TWW77mB9Uug0#%HFQNf$=Fup{nr$w^bJ0l3q}AE+t-Y71rSF$3LMVC|DsHg% z<6_>w1kRyk&3V+)IY1vj(3_jEVxsd_r0|`B!rpL^27u@S0Yy-!n0WR}&z><)Dap+_ z3XVr;oF>M4zW>lnA&#BqB+}+vjxdR&(SK4ye~^-^YjTOjCVlsKxPw*p3f9jQo+>J zB5}0(=I6%td~-9njs)DCq!G?b%{&vGMJXMADu?TAk0Oz;BU4{jEC#eUQWo6YhM2cR zR_h?@d9YCeu@z=~P@N4H0i_C4wy);Naeevae${ZbddykdFt4{e89)f9Tc$LD%qIkx zyvns(Ey?&Z3nBxf?gM$BPYyIx}3@x>})NgFWppj zN*ErMyNVnQ-AY)>y`_+6sW{p#ReQVr0QzX!CLqLN%2At{7)ffNG-Q23LHHnB+IkPg zuO^*vP0o(hRVXi__|P&?F>@ys$A~R$FY_EPCxcpWlNH#UKojMWF1otgwI);{hX++b zH#N>VY;9&{Hr?GlYLKf-W6t1F`B;I=;Y3V}s=424Z8>b&I`1^QCZ^DpFxZ~cb#V=# zJyv>pk_D4fio;a|;|qNA@A9U-4pB7&JF2@qhKjQY7n%wc3fxaKxfJi#MESunmC;j z>6$-9WGMQ4YC7y1lJf({QZ=v^cn?Ygo40C_fk2W2>BdGp!Az)*0)MlUaVy|`BCrS- z?yrT(+rYF!9HAZ65@p+_sbxF%m_Cm;!b9K)9Ev#WeD_&qmx`U1?anRu`aHlsBr<$V zXZJyY-+J%U*HTrMDwoF0wQV>7H{+j$gU#QsN_pwpF_qAYrvVyU!`kk0Q+J15!1E#5M-Fy#f z#5A`}Ns-Ejx6$<+5;AtRZcponQJEQ3@GNfC^V6!ph1-paCl)dWQWH3VaMqiY#X1Kw z4pMN{pv^-rp*mm9h=Opytx|IQ7sHZ~l&zTmDX}-(uImP-IZD~1#HGVLA;9+&CmduX za3~e_>J)-~4&tcSyGp)vJpPjP`0%i9GN0>A(vX#hay+4SMu)fk)vJL$g9<#JP>kt&!8(SX!(X|r2;jC+PGQVT5DQqG>lr;@ua|smPkq4( z2)7mt10;`o0Kty~xHphVoO}(1vL)_iyA-){!_M46YCNX}re?~OK6%A(U{ucaPV8Mc_#MZOPp2y%l^zd!Hx(`!cd+@%0=DatRT4t~ISJmMj}G`SKLCJ z%2@F!dBk^tx0zk5N>yQcK~FaE2)C6D#Wzs)hfKG&K9qcDG=grZSQFSGa0CI2L%owH zz=-LvqXqGJ&Fv~65e%GV-HS7)vduzxui#9(c+Za;x%>z(JUs-GtG zE~T?O3YdDDNmuQ>YjW5NyoCL2vGZC3l+KMrBgtrE5?_V}$^vL0o8X3$nGqu=eUO}I za_GrHF}q7cY*e%~*7@n2dGoelc%}hy7QD5+1DRxp8|F}S=@++sUoyM0T3{{aD3m@Y zZ@3k)U^+%mTYW&BT zZfP?=(qwHr%V(EyB1yl>=v}n(*@EGWAW#bl)NblML$U4%R2k!@e0*Zy#49ryL;x=v z^HRJbyWnWsqX5Mqt!m?2va&Ea8aZy`1 zxnq7{+7%c$iqDpkL8Go!oC%g5@+5nf-ARv==e~h#04DS8oFPwg4H%9_I}Ybm zrSi?V6xqefl?>YFR|k+2Sli4E=CU1$_R&QNg%gqt?R~dp2O|_=h4#m}m%L^zSRsm7 zk+-B4*KG%R;b2qLTpAx5VWk5jz&aYk8$;3ke!?gHekGH+ofrfmp#fg39X|kg^wIRcyl5ey2<%e zTYxQ^L+nJ&+`UU@vk5AIk2pAPUSc*5;JE#hl=?A?{|QqBk~`&~bBxbIkq87&cZyGx z$b6OM(1fWXo|l5-wM*cc-Ug|--?dMHrpEd3JD^~688z_pFusi(-PU$7YiN0e-TH3K z!J`yYo6}M>=T_g+DO6Y3eY_895rD9p12?6H?PCAx*f>z^OvwI4Jq@Y9QxjQ;>+|iU zI_Z`ET*D8{Sh5K!X0@jSs|(q-Uxg^co~R`b+vU*#$(~-domEqFN$Ty7=_iJZ6>ZF9 zECWRBWz1}DNVeMWB2r79PjJyfaq}p}F)HoiFyd&_eBPIGDXO9e_|2(?eLhHCFJY#o zmEJfASo7}2)9^+7ys#CVo{;q@Z=hlv}MqNHhklXGx%P}+VhR*>7GeCg21wDv*= zjm2Ud_tX>$LvqBUrTDO}8fy*P$B+G+<7@(Z;pZ912a(%>n8~hy`k!%EtFHqR9s9|%^ zufMQ*UCyI6P*iN?x-NSVj+(l@@|p^189~$q;;P@=@etSn2@V2xqvvJnW&uO>Rx~L# z$W<&kzkV?^UxlrJb#30>vs7EL5kVPExZb)RNb{o%@BxTG<_RunnWC^ls%rJujtDB% zqdZ2xjaiPCJ~)?cWN&2|S{M_dO^?lJOJ$7ra)H?|Lg5`ygFmm7A8* zHZy>OJxKGdi%VDmn+5e4lQMm)mOcgn&xz>tn#>e} zns_i65FhjR4cBg7^xTuMLdhCalALZf4mICk14{V2gATx94?xb6o|5W0A*eX@IS{l3 zGKZfBv1Y0x#s$<~MkTEWx4gb(^Wr^TU4oFbG|XtpyxO3LXn%2nsw@X9MCe3bMFO03 z7fZ)QF18hcR?~RAO1~?sJ>F1HbFe1-VH%JWx0*w+`cRrlgwtFy;Qv^sF02( z<#r7fmh;-&-dMx;Y1QfALqI7%bZ25I6h1;L4csHQB!7o%fP(FHGX-q{cc(qy%Y*?d zC9OB?vizzkL|dx^lBWj+Wapf14y}>};T2{~o=6&+OubU142jG=!dL55Dn@xs3%-qF}&aCVa#M@YJ0iLG@mRGQL0XZ7fqG{&6YShZmzJni!*G% zGOEOT3ynJf!B`-<7T!9NNmGCowoxZYlfbZpHjC0LE6{}7h^}*1Pb6tn?d)?+T`twm za_u#Wc9yp{zRU4dy5eE<@`4N(7gyEfO(0X9gUox}7+Qs2YI}yR*PF?M@O<$a%33vS zOI2w9(*9I|-!ME<|JIKY11l2SS3N(-NV1r&ZD;|EIwf;a17lz(LV|#Fq(>2Id; z!oDDuAf#lIz|cNuk{+WxQ5o2)PDc<6_qYwfh3}Xxg4~}v#MkW>pKOwu?Px}^49P*4 zwhuZ4X4r<<2-p|b0KLGln2!3$4-W^O7?o>N9Wg41 z*_AO_wVtybQ5{fjaH&@`v1jdcsbsSw-1^Z5N2Gyk6?%p(wTLe$fR7D$Z*2tPFXV93 z!nsw7pC8H$=MUQFxeiY;$hvlzi*%Uf__jayV=}^>^)YsN)8z8zM3pU-%sd_K(HZNS zKF#ZqCfUZ}7oFrdA_)O6qcKp@vv}M)8HPS-p{-=f%ZI6>Zb`~+wOziKWDM4Va8uc? zI=*BhGB~n9v#RrpF1Z4N>X-Bp5S&uIk;=eg3I>aU*$HfFKDaEZUVf^JZ_dE7m%%2z zqI)U=n9{=|u7IXKsYQnuQu$au40bvO*A%`1 zKF|6nQPJRehEJeEmlSS%i^ppRN>Ct~t&z^_?DiyWZk})M;o-~8ikc6!&o<`GQ0pZ_uag-{L(gHm zoT`Rp?MJvF-PgHDG|UwAwCo{Je#s-Q-)(EJKweugbPL};QZQmurDJ&UHmBsKlIqht zL1T-Ig;y?>Xahj9fUseyHitMFiw)ouQF8F*J&wxtnC^>N3Nc%0Uo2~epL>u57+R}L zU!?l``=3a`*US&%P#xWleU=KA9WjPzs(7?%SkH>DjwS~hQm(jBy{R{j(jV3l)jkZn z(Zjlewq-8CG6XF}N@1&(N^_(fT~SGt+_}G~&f^(LP1enAJ4Mj1i^dB1I%Ku7)1Wp9 zZ+^oRD%GpkJ~gw2Z_K2iM>lCmo}yH&vv+(Cu+dP_1oyQ?w%<78hR=H)u=ng{)4-iu zyG>g7>k2h?F)W_Y2OyV@)IRWAbSXN=%ZDYKtR~pHE&g7lZTf zfWwlT*`zjCi_iM`YI|GRxliwm~>bP{<=(DMs9PSICnM(P#)?+<`E%s^RDTa1vLx)h* z5Dis2KRAwWrIYS%nR2V=U1__+W9r&)c9jm8ICzb8WW)ohLBW0%od1X*cvDKD^`$XiMvbx=mTv0hST8_XE4z81Ct?1wB4)$Kqa zXCzGp5KsgT#ZTAFqn!1;j$bkgk8x=x46ietu@Le2+Bscbh&e4Q?|a;PmPPobsH!vs z;NTP608thOylyaA0MJKy& z_PI@vq~_8!nbW$QU5d5PxoVtLK~>vX0OxoHb}5;!^QLbizMM`3)5Gi&OvC- z7YEV`qNvYOo%Ox?Ct@t@X}&9EXPMs&+pDXLnW~t@(AsCC4!;#?adZHq2m3*5oqE(oYwGSNFyk8vwsloXj+Ya#-2 zMZxLHL$~E7SfNSLVKCtHouvO0EB~tzHY7C6 z=I-{BixmQv+HS~!;Z0_r!n`sC`*h>tPh$e+Hem(CX+QW!;U37E>R^D+N5OTeu^0~Z zXd+XBMGj!a8!M1YQ+?ok)=T;U0h^J61fv>?D=0PJ35TgV-d#TGhiKVh+> zsp~wi7yK|C83X1T8>jsW3{tbCQB;^w-bH7T%w_Wlt&rAqD=DNS-)3WM6KB#S3*JKJoGsLTjv*_ST zt+zSO?*j+k0cLX^fGQ;==LUpK8bAs^LePQog@vrFg_)$rQ@G(OrQohKM=&t7PI^!U z?tTiDZo4pUU;tS^U!a{6tEjKi_FjL0+_96C8%~!7jeUs`6wKA2eF}b9Eu^|?Rn^j*22G! zh5z*h2Pm(7v z-HFSyml;W(Lt43;F(&)8hE9TUsQm6N5QcmQ2B<82I=ap^<)r!7_FVR|(M!N7cJKm3 zc&XD06!FEm;l{y*S+r%TgukxI6&%3*s!$*ao0*nWFHoIw4hUnK7ts92SzlBP2zdX* zhdzv?bBX7UG9u4x0ZW@#_+zxej8P2WNwqvrdAPgElyK)Ar1T?U7YU%Q7~3;1bR>Tm zXl|Tlg1h6N-jctGl#UnM2k`kGBeO_U1+ z0j!N)AzpD5?tWMBY6=F)YPi;V10bR)1~>m)sSi-#kna43dq0*_Z^LbX=M9Wsn4GB2 z3%PsQ5vcq__xbaM8J$9bQAe&iTmaR%np*V%h!y8UcN@Nr#9DV=j%Opv_m|_iz^t&4 ztOOV(GamgZqr|g=B7i)&P_8Zm8PESKYlFMBufZT&a(fR8fPv;fv>Z&?OWo$=f@H|` zm+lBgKaOs21oKUYPe`n$V>~SMN~CVGg$_FMd*H~iHBpc;X8yUK|KY;?b;jMm^VXC- zVg~b|pcx8@MMObxw=7N=CdHvDY#){o$49e+yUzu*rX7Z|liUJ3`e7jdC?0SYRIFGZ zKdkU!;z=-B_wXRdxPz%H|B$f3;Z5=&u}PoDd)bJyt)Z7>V1?I0TGPK1g&!yV!G+`3 zkU(y-Au!lluahaK)QB_WER8>ci3(3)op>O}M;X9jY}>zw#WEYQ5eF2#kp`8$RRVPr z>Czv8`o$!fZuUK8|0!u4<|LwgS1IK#LxEM1`{(8%aw84q`@cu^a^~<~yF1hi`tuS0 z^X2~`=XoPt-2jG2ZSs|ce`_jWZ@>B+*LDEGojDq5IvOa!wP%QtG`{5kHngQ}ha6~& z2g$nb0h1BN_FR93GJaqJ;2tYFE$Z?+)hwFL_+~R1n_`Ozo3cAo1m@XZAhnHXKX3!Y zcLx-$QM-PH6F7Ovy5U>*@$JX@rug=PW8ekgMot1@^#fC2{Kx+FC&vZIhhzBznFAh# z2XS&p%9I5Y9f)F*6ROj?;K!r2P_?T4dB9>41qKl063?*+ejPl3=T`wgbS>WdLV%I< z=uw{_#A}S7!%{u=A7H~D&JKw!cnLTV=N&b!t4O{r7p1O(VY<2l0Ew)nLCWq4 zk-3hn)kMs9F_LC@($9uLoXh?%IoBV82oT2@F!9E)yprLMde!)#?atbU1$L{cw_X=*#^Nqo)1GE{CwB^*0-Z74~BRz4Vq+G5{oOH`JH-dT?Nl9<)J} zqfRjaNu!zL=R-h9XZJ%uu_MRXiH4xG@;4%_2g!i(m+piQlj3|Gu%ZLH0(Fx&z87WH zMgN;+4~y0*mZa_3KzkHxx3_sd=Zu#>)Dr9lL$7}<7;dg(26cyYf+w)*24K~V%3vd0 z`=C6qK!N2bI&gP)8Y9WcLU=11(NGIAVaI!0+nB(F{;t4q&5Ro7|b4eSO@wWdxmZPJ3! z-K_v_9NQqQdu%08?wF5QZvn%`uLJ?Nd#?xd3xRJe-aT`4KQ;jjr081e?*np278ny- zF47!SXC!S>zG4T8Osi&rI>hv>L&1Ptli*3bJL$fMa=JNXM8*%vS9sCwG4x2A-1AGk zazJ8M_BW_$02yE9zq2irI|*U?u^#p3H^Rrk^$BLR)$~A>=R8u6P6gUr{yw0BJx%~c zjM}$ybb)E*=tUH~sKple^ z6GnxtDD5nuAPbL)EU2l4ZLWfK4M5IKkP#OERyTxpxJ>7Z6@t6p;Z@36;<<{oTNm5- zcLRad`8@2Tz)VA-_kA|v%HV5AK1S2l9Wdk6g-2)>6rq2|_usR_ln=5-8vz+M99T5U zk^?iM8FY%R0*u>42P(^P0;$vlsmVyfKnA)dZL;9$w=yb_11aCd-gatlMIKWDQAPxyLSBmg*!B>#@3!I(hkRUh(`f^}IbPz_8J1y#Yq z-1a{R5oop0Wfzv8?fnW1PTYrME219!-P?Hkzrl`gmxY!O-uveR(4F?g2|UBqFsS&_Ic_8|o5V@TT)6E&r<_i=C<{w0wiNk_*%2vCoKu=5=)ZqU@ z0Q&n#`vTu4XZIpgW$c8}RAs7@%K`9iq{D`67^$-|KOo*O@KsL@7nKttrtZ~7w>V0xfCtoeg~F9=1x0C2>oh1E_0ZSL&B<$Ulfd--pIkyG_d{&9kM=k2Ew zZa`w(l>wgpSkB;o!3IphgR}1Jdzis=jd3ZEgTKpxU&(_K(6k$@054n;Y2DV4^pniZ z%!bk9J)!%s{wYoEPC#S5Ypb&gBx~#Cxblbe_aEIWn_Ae{zO&#%Nm%TmJHg& zeg7Ls+Qgb27G^Fz)sjY20^PBVG)?dd9ls_=@cI_kmd0n$`*SA2Tz^aH9%nI_a_}aC z02>sJ7ScAoK>8k8yZgglc)tGXA8LdpHa-se2D%A=$1jy7pC#)$Vvw{q8)SyGXtF7i zjdhKW=`DOEqxNHIt~5p`Dw^>d`s&31DRPPOO`ZZ@=Fw!_52la<8&?%Hg6E1%xY~F4 z09ALx&jwUq)IO~1IxuT)zv){+(rEcTlb|+&FROFF?tvbHP*$;27W)x;^00VIOZGY+ z6w`BKgn8)P>!FwSU;1ya&zNQ;om$sZrmK5cfRi!=#yjS(ls||fs}$YXne{9iY5L+) zr^VhmrT5Q5z*wfg%g`98$rUN>4h`**p(0;RupsQ1-E$Uh>_Y5%MZ(Z)vqhC^3bID^rIHW;cd9_;0S?Nc2!CwyBYb;cb52aUq5} zmuo!9<%=h7X}EgI2#aux@s~xLOd=+1^DgQ8RD5~Lw*5A!a-J8p>Tkuab{bPSx0$hX zDq+&);~UVq*gpk!W1IcZnuV4Uc15v#P%zDXIL_F$VU^EdfwTfQP<(go2hYHAK^>ySWU&x*i$Aj% zi}$V}w}NYH*rsXO!jEHW402oa{U~R^fTG%4gIwrFz`Y6upn*j~*k|!hC~@CjVfr!U z9{2!h7GTD&nGJk)n9v#9Fw(VucC{;&xktPc;&MeLT|x0Gw^J`cw+G+Q4JS)LSNcOh zx>JG<&WZWFDih6&IjvA;kSo&c9Ei-R(M94(wPjk|)nj+y?Y7-{B}2QxL$#OJ*kV-d z=N~rExaa3^;?P%^n>T_pm9a>^g%9m}w~!e>I#Ql=SJUWaUM;SqYr^#4jB74Q(8T#e-0%y%s&-t$T5^(dEOqqi+**>; zeQ^FW_fOJzUwXaJ9lsC8$S{Y%u^rmay@?+D zee{Au19*(7Md4?Ytla2&SYgC=FmPB33jW1p7O%1fw9ppW*+3@r<@;)I(b>>n7#a{$ceC`pe>`gqScIAVBW5p9yUT znZR0&%L0fmNzf3{cg62-_`*v7UUrW`E@OuJ<;zyTD3dI1N@E{C2ME_V+14k}8*19? zZfph`N#b9I>tFDme|jVi0y~UDrWL<@CEO#9b7dVZB*m+aVNk~(OiC>)&wt@5odyOp z-my^*j!8KIfaTv)BB*cO4KP;jD3~I=@rT^JxUj{Py;Xn>jP)oV;~M$|CT>TrrsoO( zPuTT;{cl}cu^%3|$>4|zr zP&NFa#r!Ww;(wBl7E6;~cs#$4WI1pDKRgn5Py|)kJg3SjfWFJa@Ldr*h2&jubRdw~ z0pk8s#J&WO`=eMtczwhlrP3b|o3xS0{lovyZ6hty^c2 zdZi6KlYs=2Fe`)~Zie(+8wXQ>z@!`)q-sJpV@d3nfuurc6$Q@#%gFgTma*Jt6In3x z9oA(-dNDxm-Mz~?q)jmpnovs`lzCD*BJ`52cS0?c*`fEZd)1)UVni)H;R2y3lW6;@in=%ls~mKyKNhx(Br& z_d)(DcLI=ske?z0e@dHxOytWQMe%-f@bk-rR|O96%H*fbmO3X8ft}u#So@vyy<4V!{Hkz(#>}8vt$Y6@^kmzQ(DK#!en|)b zN(iycu85~9tl!A;av}CtA_>GPJk~W4zMrwhcUd1gnN**Pzk}%;v;G}Szbc>n4yNCk>5m27@67ZclC$5z z^gEb-2h%UAbbbfZ?_l~JOuvI^=zB-vcg^%$fPmhE{H@u$T#x%LK>QXUz6zFgG|SO< zJ;~wSi22<|AH6#-5w>BUuxRBbrURSB1h?!Fd!mZ3e|}V``q|Axg16QRZ+#z5wj<7Ju^rnkjs!yMiwId?XImd99Rc5t9c+m6PN|hxyJj`Mbm>v?tzDTjUw7Mz)BrAgPdP217*`-0>1q#+Yr(1aZoMA9iAdjH|1pt?8A z{qw$0iu|jI7U^JpW!2f>)*bt+snGf?8}7sMwZlo~K`X!}!`IhMhFw3aN~gRwk*xB~ z)JiA7RdqN2$)Jl1-aQQr7s(^3$$tneTwQbvx7KIK%%?Rx8TQk4N$7+1<+f#mTSq+2 zLwrA?pduR%taplT5G-FMbBDxstgq?`yvSEm2PPb%>zWf?<^hWaU0QHo5oCf`VW$0l zE9gnv5BQk*aRW2oTjMwC4Zic{7A$|WTnD(d?YceF>fev3K2#eV!lczV&)M;Gfbz}M zW5-3Y5eV}?8T1FAda)I=9rB(h7cNQM69Q(wEHK8yM(>n)5*W0{q66I8_Hp0*vLhmA zXnKQ9YJc;bRVPp}-%K4XM(;F{aOb-REE@C&p9%=s$|ejJ9=o17K=?9bW~r@3D}hNj zf=IFGv@tr0%+YS_hN-)a80lyzS;6Ec1XxgZ|)C@9)DO z?+4!V;Bj&K{s3U+itDdkk-#{=gY>@&(oi1Hy4@4wd{p-grb|WScS2C*% z?g{FTh5~Iz=l?rxr{KaqTJ?t6vk@9P0orfFMh9PIncU1eTWBzw))JfqlrGdD&B~Qf7-wcjcCPWm4D9g(qv!K-Ti^RRZMOA-_j| zC5w`AKx~dcK&teT9=s&4epdrYS6sk%V}!qpn*T<3-Uxm(#{+3kyC-XTCY@7u%j^76(>Yf`mvz7|h!O&l*DE9Vw4 zV{p2=PMkaH%kkC3XN=)A#qV0+E zOe+01YWBGHhges_YoA6Gaze&>>DXZ5m9U-`w61G_2_ImdhIPfITSsZncru z5kh0(7w*lCu}`?u(EUm+3Et78cV`rUbjxeRQ@g&-`NDNqDSFbE)&ci;?-VVG$O*`v zkf<;7ccOlvCD4=SPW?&h|Ch>iB`4kS$iT?mrWPuBhi9!WxoP(|5awRA?|$P$nEMqQXC*yk%cBk5dF$&+&5{PgVEIz% zmueEc=cNsR-_>sV(;<8p5R{{NfVOPu_cy*_SMvkGHiZ|po z7vTM??zQ=t=0Y zBOu1N0T1|>9jmb+fB*=szwr;y%3I!cDTBW}H}ioqdVf`D%i(_e&!1;^Id>m(HW7Ru z1#>@itxN>m@}OnYU0D8!$g-O4SgzPiI}N%ng=0d#>+5K5Ky(w?j~)D*`~7oZH-nA1 z3|-n~=EVBUed?JgHIJSYAjwtPrJd@RIom&NEQ*@TQdT!{&wBVWJznFjqgx3M&X2`+ zZdE@tZ1iq*NL0bpTcgpN5~$(;gt*V4l_CM&MY?|H&h;>LXIiG(%pE@8%w47`G8f=& zC(hzA-S;*SF&fNnc586058)OgoRndHOY`W{kXfavzFR}xK|&~s3`_oY0W6<~(@|0V z-EQ2sIK>6cr^O!)s_Y_+c18)IhbuJYqj9c;3bokVRin5BrC^a+7=vcg~GB_08e@y?Na9E)dSY@Mi)66 z8GB{djMh5@a=TnQDjNQ&L!e^vvf}}lF)k^_L?yzD3)$*A&rj|L8@_mcbWcgAN6F_; z<6YDGo#y`Q7>P|ueh)g!b+}#TqJ$>;ID`CSE{`Nnu&E+(L!Y<-gbc{H3z$#6cc^yM z^oFm#3))_=Yt>rU)jx#d=kLlYAFLz?A`Ccpve)?xMMM)>vTZsUme9b; zu+uwHkw|2!QNc}aw~8Wi8Iwd&TejXtNvT70#zEWQq*VsP!DcMd&#b~`NTXh4Ba>5M zTHrhJLRdcMn^E>yQ(C96b@K?cR|a(?;uH41Xwc-5v4kDiV!enOHabK6Txjm8|cA2f03L0#6WuDB)Xg?K zx29%~)2B=Ie)5-9ozq3Iz>Lo+{07}dek$i(xZdf@$K-C+^ISX_gYNB>zkKZaIemI3CmwPyXHB6qZ{)xU$Is6XxzLjg zOvJZE;4HYo^2+)>o(#wXKH`iWJI!&EA2i734OKauz}H~{*h8NsBjz`%a3l2Ky_$CE=FG*4}~p&u&SKFqmsqO5k8 z5w9{u*O6f5)30P!>pi=FLCDH7-Lf3-VP4A{d-i!8N9tZB@ zyUm=EP&Uf~H;o81E zd1k`KYvtLhcU=Y5W%q{lDI-D|f!A4t+iLDj>%y*s$pH7W^@OZsc1CMfC+n4QLLB^b zKk)}su?`T~SvCi6RmP##JT2Z$D%#OTWAO^8^Ej8w2ci;1wbgZ^rS%AsCkV_$FW=oS z6I~8*MI&Kbf9B8KFfe0aX>mGpBn9AdMcUZJ`I?f@#zF@6(!$4-YsFE$kGEKw^C))j zV7j~FC;q%bfa^_YR&0U=DrN64JA4W|l5ir^I<7Rz|9*Ew!LUdFF=6w8n|7D``Zvhj zV6eXi*YN&{Kgd8ZwW4gIq*wwsF`6iPF)V+`KkYjk)WoyflLw5fno!qlsPiK7ldpT= z8;I)ME=R77-c=L&88g#yFoMY#(vJRmR}9CD#h|Q}BVJ?Hb3$MBz^qVd!J*(oBC`Q! z|B4&GM3%q1eed5HhrY0j_;nUw(USXp!TpG@uL@O)&<**hT(0*FoBh12_gQi8o+r8l zi$jN}d1FxN2NXz~#Z6HYh3lpD50^0yY|TnEs39<3(D}*ptpVqe;7Hm#r3CM$T?l$H zqOvayCm+yGh!N&7lD!YAyyR=+f2yZWUosJPduq=mYGi@n5dJy)Rh$EOoVj-B zE|hMwH{;6jnTR-7Gz{S3KkUyi%?1=iQxst*0w_LPfT{%>;Sbf!y zsi9bm%hl5;E9SiCQ*Oud8;h)*)Vale!sWrqBOd}Q`)Y<30VeTN{_G8}zX4AF1=9wG zL*EbbBgYJB!v6Ea%f9JqTDcGVqn0j~aUZEuV={~9#8)tt2M3|1MDGQ!z0&Z_lpon= zK9-vbi-@Sd<#Eus!uiOOgCFx;08A`d@2ln##-N!#_w~KaXO5|KQ0J5KC@;YnA)%|g1%Vr2-fi7+ zdE9eSvc0gY`dI&i@ndm}ge_s4`@f714BDgb;<85{=!x-G5w?4FzJx)>i=)SAo1(;r zNBJaMT9Smdxr}Q*dB3>1g+UYcUKp$}KmB8c2LEnYM9v)lu!sLWTg1Geq+Mb;(}4?d z{SP4n)Zcz3Q)Qr4s~VW7I$bdBl9%okMariOkmZ2ieJW=@;<$_aJ|WIMxFOClscgNb zAp2&PtI*G_j(OGkY|Z)cA>oVsdg@N06Sc~PUl`u7$MIl*BUOFyB~+9=N&5UL{6w7f zVA+ly$SY`VN-q`bl z(+JUyPj7Bj`nNRRYp&)>oA8&_-U6Wl(t;hC6QNQX|14rl9hJrE%8B83`KsO87`7|a z;mP`0%vc7hT*q12hN&*zZRJLW^^7Q!1qgkt1<}?c_{W2Y`O}amgIf3$i?KHJa0`*GdO7y*BrTV)<^knu4{`tx0%w-uWc9)yYo z>l~vQyN=rgU4NO>}T*=Hz}Pg;3}6~`}zLO@}SZx1l&aqEatc*a`w0c`o)WjF8)gMq^j|5vaZ=mRR?74R8GZFbzZ|XpQ^`6XPKFznD6cO z!@2sgtcN$IID`zaTx!=WcT6R-MYEO(z@IvWHN!it@gm#?I@?%=17NO4EML>=M;o_G%?U`{Ge1O zup$n&m)@}`r<-z82QhmkdsJdYx2jaJot*0SF>VCxq56x_JqKk`c?Y8Eaa`GSPlXFy zN00iM#qy!V^tmt1?NqP0OBoH3(M{FBZd`!lBF`Qu9J728#$*@`# z`Kl<*z|>HU1wleOKS9iQ3Z%YF*WpFGA2@vB6@%sNh=FHRv$oCrXu9Hk144ny;z5?m z>$EmG?CP;EN=b=4Hnz8^#-%ozyEueFSHeqJ%AzSLavQY(U%a+??z-wJ#d94UgDUzs zpDD={%lZKNlvxMNRE@3so#V+sgCqE!cWHMQFDYXl+O7d}3>a3N57ErrSoLnUs*%Ep zUa3w^D2zmp^tUldTq`K!PI1IBrRQ-=VFG03j13G@p6Y3{wBjD*53nNU#iWa}^`kwf znsTM~KW(Se4VVBz!hx0UNq=6>yK*zR}1ACj5>(0K@Jn4H=#RbVApI-9*l*YSx zNwY3uSg*YXj$P&x$9n;8SzD*DNWIyuq9!jNVh6j+v?I*N)+F^_H|P#PxyG8U;Mo5D zQmPju<&JL@;yV9$;cEE6KV=M^=8=cX)qg1e-z0q<^tB~RzwpmM(@F((O4RtR>RFwc{bVJnm?!O$`kuNYwvHdP?^1YIDFRr*r|xV z7BR)vi8_&2dxJQdAp)6_7FaY&zJx~Yd!lnY&x z6xC1Zc%5x^^0wh@ALSzdVeC7!(k9)~;CEao3{+-yjMT8kTc=E;Nad9pZcW3TXSgb z8Ey=kxsWg1*;@ae*L3z>H5Rd;dP)p>_^v=tpV&tRh6AJr75Ae**y2tmk;4Y&0CK8{ zal1Y^t}+aNrq?48yz|{u&8%6n8MS39O3ZJd7i6QgX-(y-=Bye-*zGnxFY=Q_c*)gG zH8?`RjblBXGP$|QE0tH)OzK~Iq*wl>$kr2|e6p2y?hAL8<+gxskcg^VjPKKJT|K(- zrJwuB$dQIw*=GhhhHqWB-#^p*lJbbeO}g-WOO#;#DT&PtGInQA<>jP`87Ib_>CWjb z;A`p?i!xNLQ5;-fOu1F*@&AZ=3%;n{w|iTW6hQ?k=~k4ME)kGU=}zg60fz39kdkhJ zp}V_7QhH$MW`+=k=Gol;-}m#pgBfOXUF%%ySm!p9psIo)8t!Op!O<#M8pX}as|f6E z#Kv#dpXZdmEOp}|vhb!2Pk4cDC3R%)43yb}J^P@%Rml@%1#g*&1?!M_`R4g$tDg_Y zH72`|qc%&r>~gBNUvGn5v8BW*y&jfT)*7AO+haL*ym!v}CXI9WB>_)k3Lp4wPiicG z@O{d(wjuZ5s1(CZz#bD26Mop&d9P+=z;_cBpTECQSTqYiq_d3ovNEX2(k`DxIOO9^ z#G(4<)}$!1e8UoEPW_AjMzD(9*J?~K5VhJLkXSZh90>LjtW{wC9F1XiS9Zkw>3u|~ zbX>*f{m#Cx=>Xd&dn4Z~9|w-deqhnB*FFMABR_20 ztztQfGCm#3Fik40W)+JKb|Q@ud#Cv$-Ls+M)Hz@lZkx&zyUnBD)n`jPb^R4?$D^UI zE06Bd!8uOD)myJ-UzQwN$ei%teIgH)*w=Nahb}csQ%x%Py3~d-Jsl-ImjBV=eCdaG?fjTATD)XCoHY0Im<&BaTqj(AE)52egtxXY>qN?vPYSIi8A(CX?=R1)4flo{ncu%+waM}jyW>~Ma_=jgr3x-RF*js(IrTxb0J`z+7RhPEf zeLdHa@C!@q;qJD|AEi>YrPxy;?}{GeMC|{Y_-zAV`9^wMrPCj*VD$}L)-8l{Bg^s! z82b#_-c>KS96(K-D8&56hEHvP^LPj(a$5>X$rwgoMtl45S4>9pXS>#IV_5wyNyN;s z?a@k`Bn26#PNwHYo#0KdM@c7?NL)g5M5kQ6n@^`i8%tu5_k?A$0K(v6_u?#mNdQOr z!5(6VVfidC7CizIe$n=IB$Tv6mDa*bo_x<^ylhd2$-RNEYn_+rLIG1rOI@mgqIiS@ zcM>bKf#&d#Qz2o5g(S9%!R@^h_B+uX#@8+9gD)_!nCBq_(tk;33lnvf3sWyHTe0?v`LQevsCsaS zLw8Z8D z0Eg(+)@2HomZ%Ee7d1{(`y>JxXy;({!5c)b+k^y>h>XFhn_9mi%nCS@v?}idvS&OW7DiH4h8;kcwQ7P{)=)V>L8x6(0?HZwcVR7>sn-#(3OYC> z+HN(c%57RIwk{$a3-JK@z_Vrs#sS zRaJ1wMOf<_Gb|L=+e*rS=Tn@nmU7^WHSotM0TIWnqCycQjQ$YSA#eQWJFjrw>Z$2y zLsb={zw_j-#&Yh;A#W)f2x_fJ++qYTN@Ys>9Ibm~3&1UDSICjog=0drO&*f2yJ&@f zdhOts&3kXma-$g4(a1y7)7z|2`yvRq+^slZy=@GtRkxEIc7~E%tPYf#@!l?DH5|_O z9A%sMAQ0eFQ1^pe3Son{0m5!@rU;v-?H?6r@wsYur$rTpyc{cZ_dqN16=dtb3rds zewHCfa~OQ}CtqWGX50vWtg}vM<}uJn&doVkbH?U+^^6hcD0OG!>yDPIaikF0Bzn6| z%AN6cl$g^`I8qjZ#)g1=b}Dx~5M4CS)%tR$}E^mo(_pu-#i&vX{DhbMzj) zqN`}T+4zx!-Dp}1(!E$aF5Bg1G#4-H*^b(fk6QO3UJXY(^Fq`oYxVsaGV#`|+dT4% zUl+$ZPwtl5=YDCbFf%1lGZa8@|M?JAmSlPevavR{EMX=JMk4|xLqLD#+~gIUdYnJ3 zjMDNON6&+IRrxNnIjq_O!#N-N%cwS1>B?J=hXrIbdoMtT92fQG-19@tmF~Rh+Ks{kr_i1?Prcv5XDQEBA+oh&;~OwqME{hk`rJ(w zX0yy-3nzV_WxoR9Se`^DAo+2{$9DDgVqYyeoplRWgm-&*2{N@{5`L5^4rMNWdRR|d z5zA6Wy3=yKdfqUHU0uxzaU|S$b)4gdkc@zd$Ikk~BijFq@c&sg_UCJjW3F@hI1~!% zy+y(0vR3R7Kws|+lRi6Rb0Dm-FY;B^m9U!a9zG>Sst57$rr!nKX_NNYtxc&-fi6Fp z{mf$Ksuo1uzYw{!h=(q?HfsM3`4tNPRH!P*ZD6r#eesQTn0d~C2BVP>*@}fu26F9^*V}X0zqK&|t^D9!SSpu(_4KQcgUc9~e^|wSvNQrcBcOtxBO6g9-1*)6U zu{k67jQ_MU5RIVN@WAIm++>qXLKOd)p_g|~@w^PX#c`Ujcvz9lXC?>DTV&5usFt6C zb1O^cUe-FJ!lu5h1 zv_dyPL118%5lvD{ z!(>YQ25P@jMS5z5$s-q}_&bd^9@;M%;QE!nmRnB8~SG09p9pCY>7-nTaq zy-OF`ten^nqbizpw^@tiu-xXXI`l2%e}g4G-f^3xt69c@|LGGA`%Uo{hbdIo?DaqL z;x%D6h(R~%eff&JJb4#QLd#6c5ZBZ~h-28-e=bbjP+B+siq#IZGL=4c zwU-Tz*Gx6P{M%o+C*+F&PZW5eLnDie<`0*vwBFss(+apA_c$A?ky)GsnPP>J@>Y90 z-fTR0(}O@@DJ%g|ZRg)FO2@H)aGgP2>M6u5UzL7G^a4w?P3o1)|7?s9(x^ ze)%qV643m*qI=MsxX-rz?X#HE}Wgx##TK&gsvR=DLa$L2Ou_X;<_ z^@!s=racr4{tZ{#WpRDoCUrHl+=GOhA_rZ*a~{hPkVyX>62NQ{gfk{j+wysVVd0&= zT%CV~Rvn&1!kd>r1xUzW6h`kdm}lxwUT^F$qxg3QA5deh@KrZGZ_ZwSG7Ik|=v}Ri zkB&!*K;P&{j&28`kFrvD9BPq>cq<>a{XNUn`Su)oxee#EfdF^L(tgv$4LM);TAis$WpPESojmL$N!fuQu)82T_re~xG(o@ zAhh}!67zGs9ZF+T$dUjUq~pl3D$K>aJLbn{+c=&Z)KUb1OogMBqim&L8#cAt1gcox^zI%}}y$r!E2j^%`v zMg=}>h0S2A+y>Pss9t0S0lY+I^V8iX4yt47tj9<5erjX@v?c zYds;4wCDBOSpTfj-&$y(&b(N4AGiA%?}{0RH4zMN6rQz%wk`LU;jpUdEUgJr+@q%F zKcjn%W+`Ml%%S{xu#ZSJyspX(kD+p9vhd7Sr2^hzt@e9PjmLM*p8kpc;2%JRAY zA+zXZe^${9SD!kD28|4Wo&5tU2~b#YTEXmSuXaDJlN{2 zzA1Fdn0bi4B6-fzFK<8x#2bSB-FwZ~H_>x2y_a#7ccV7>?FG$&32;_gk5-xx2QZ#vX?37}(h>Nz_@O(4&71w_~s z%wFHr!I001UQJ9UMKU+xO`q$Gx?PZ!`7WTHBFpt4c*K-BT!6Enwz0O{6^Qz|^CnG9 zLNj+5yOzfX2t3TXrsg&?T(jQAJ;!=m2g!Q>n2`Y(<{OQ^JvbrW_qimw2xC#KhLxc3 zP|CwsX_Ae|KsWxEjRM%Fc=jD&BeLfr!z;rQE))C9#Z3uJDa{0z%{UM7EiFHk!i#)# zSoYv0`j_I*?NP(fR?wvUye|5<95cqLd{&$##fsJ1s=eA=(`xsHzqrb62y`5;6U=-N z`zT>N(n5JlJA3s9LCq^l)>Tt~5%@z!PI4|y)+(dqV)jDavAIDLyT)2pwJ9~KgepkK z{&g6SKhbz#OImJ&PVSI*L7Kd1?^C(f@DK5!u89!?lm!k=$SpU#w@`A5sUO8~_qK7% z|K?|zZms5Z<~?r1+~$0PfM$66e)Gn7{@F>!)zmP^>^4dQ_`DM*rITuP1%2}8e_<%* z@<|8tDQ~=2u(93<0z*F9c)A9i{{*JHL~Dy(8S4?EQFtPVWg#1i9XJZbrf6r(@>aVR z`XojIUD=drYH-Cr$jt=*)cfBUqBgT8%r=?Twkkm)VCJvgJN23^5N7K#etQ_nY~_z@ z%M(Y(;V4CPkmwi{=zH6ybvQ;5B#LT>#1LFWqrJ)lhJ$sMkl;#OAgVDZT_XCN&I*{a zlipO=My3i=e*rh!v}-ES1Jb#;?Bfm1%!7m473R<>C^ta=u>h^s>J`gW&P3&5%*N|( zfG#4Qi6+h61N^yns3@)Z@+d=0-KWmvplbY**MV{W>NERi1$bsF@JD%9wM6k5V$(Sd z|BlX66!W8e@5~Xu_|%_sEVfau3%uXyj3orrh`&VjHzutj?eRGPgfi;T1$mz?N}`L@ zsw>1h!&V@+v~cu{s&ts!27%Mad2;_SKIVLd0jL~dpI^Nm-*j8XCgV4jfmpB6TG+!^ zys&SJ%fD$p;Ie0%&8^AIW9LOow@_Mg7)>qt5X6rFBZB!yFlco0EgslDFMuU#6u6hK zSVx)b{X1G_oH=9>7+wg4KbzYJEa9A8U%oWlpI4|B8=maiCe>&@e z>WVVrYcy~QHLG$NdLmkXr0Ec=rNcq)Oh$M#{7mS|lh|=Du;hzA{Rs(leAoI8Ea5<2 z^@n+J^(utTMW)YW!>-@d;JiCenOEbhj?JO;(K6^$oC7>+;?A4IbP2cD1D;F3@qHf! zmb84F@dr#tr10;^U`Ed}vV)#`2MNb@6zxl(0yTmaqXG8huV=MataYe&G*2Av(2Mzy zf!Q?zqBQPix#qgI_iOxUL1n?R8q%<}>Azd7Wv=Bf+8@eGEvPBn$beIz7}eN*T|2iU zt3EUC-Q|gJA-s&^+mCS}NpaBuzzJU$*Pr&D`KHGce@`w!^5~lW7P)Vg$#%pQS%Y4I zcy6e4;_k2Ja6Q}?zj)m4C2!0sKtG;*R%T7;%9=fkmg z{Ja64RCv{aK03zuvgoDid%g)i%=vKWHSP4TvzlA~%0?c*4&6eHf)qk^!Q5%o_g*lWXqL7PJBu;wi zV&(d0SDCyL>yeZ~jW@L#;Hz`w<`s}IF}vsCwMpLSm_FReZ0+nwE`6b5^BpQV&3gUd zqAp!m`CFj1>Kjq-{cpfIT^?4a9Rsfe!IZLX;G}k|#UxF$SmeJeqxyfJq<=ZEs+vvT zS4WAh-N`{|8aX4VZmR8W_B5Ir9>mXirtEzNBPtCYgB#oS%g#?H@(0vDsJY-+E#EHY zBXp4~XT^B6RSv?}lV|``9%=Piv$Z|jir&)U3eCwdOQorwwqJU`BDQs3P-PeR?{04Bi4X=S!#JS`o%k-d%=r_c_gD+sEl~IUPH>NsGSf%cZTcTKdb@ss?cTJ_cCg(@a*rtXkvHCPT@fEXL|Q*Ha-*# z)e$isIW!#3fK;6-D8a}ArSwTe&R&(Bw&sUokRw;!n5q-Z8+9lEJ5z_G#7h!mV$EB7 zN4j;izVX;cnu-*l9>zo7ol(?;_|?G9$1++}B8vHypf^9!wO;gvA|gM)UVG*1YZYpL zF@mObc_?hfKYD2efW5(Km1FWh)0x074II$SxS%Qi<)%8)Dn0R2DO@Iojj75tvp7H) z1cXFtq@a&Ui%^VA$K#lMo=9?5c;<7^(?1^1hi&jPJ2I!p z&ByEHc^y}0m1Lj2-a53PK}?E4ogrX(Q2NYlJAUM^?b2f8R9gOn53no?hk+D;Zm`%gp1%M(KO67X2RNK5R-4;xemdPHL4-)T|77;<#o|Ch21lR|TflmF~}{aigCH{2XaFF)i^44veA^pS#O@ zS%`DLYhZoAbsxvgI&Op<_r3naE_4VN_?~d6)6~IO8LbYac2*Vcw}gvOx3b0Z*C-{( zNBD4${rL4v%8-3@c}oTVHiPeN9Wb#vgT|EZ;G0ah zwEz69|1s>HWs1eT{5-cbbCC>xcA|ZG%S6KOlgWgOdF^fbP@FFbq{;!nuCq2O%QI~{ zr6;JB?tUM4O%n&3dp?^DWax#y=Tt=)`+n|tHWL#6T_~@*pZ#?x+e(SaH?ArNTtsf^ z8H}@vAR1&;0ZcjhiiO)(kk)@bpU{`h|F+o^YARBCXGJJ-ldVW7$puwq)i=l&;$rtx z^D%=61yJGAJ|0l^2u?Qv)bv;O%=DU`~5iI8J(qvthZW5f;?r0Xx0f8GYgQD z0_YgyU@z!`=Ug9~GG)VDu#97%>e8_0gXF}`x`!KPcH6QreT2>dSzzBOfLRS=SG1P( z9!rb0NL`u4{3HL^eDv=vhr}bt@gwKRb`Ii=fa(#nBCrOu7+CDU_-Jez*2|@$?duz5 z;`@LV&~y=z`ks;snf|)0cHrf{sjEV&)01F#lntfhLr)mF~GFmk%-9P43#X^e6`I+gv4t^GR0zJd$kQ`GJ|vDbH3-n4sL^EY$9DEgxc zT}`vWCeI?=!=;H9SNZ7d1BI_DMT2`Gud^iGxjgX{-`*{Gcq)L-DeF1fXbf*7Gc7A5 zpTMxC2LGjL?0eul`eGMe-vrr*Y0TYfsFl)EKU?>hoBgo`ksXU6jnR1G)*l2KzavkT z`2$Jh+!pA`c;|=Q26Es0?=v#}2yS~u9!&LPk3mthpCPkC=Dp#&-2R(gHheY%Pob^g z35;c(`yq1!wT{KY4>`=T{`;}ChBtX84Kc){V2^3YvQhz!-?;N{wqPyLc}}-s-OnUlqMmuPqXMI9=iZ)OurE37$vy zO`h5ry4Bi3i$loWp$>>L$Lo^0*)!hb_G{#eo6IBoxIB)^Wn&+oRv>z25$pe>#&UZR z=EAzVDu@}csruPC2!1?}u?#{8^$ z{e`r*uLO2|6hHF{9OZ9p-o51M!?WbDbtH|7@Vcww0-ctFCH+}--n?#3hA<5?Gl zcL9}_Sq<*hK9+H96c{nn(GaSvBFA_GdrbKjov;Vw=VlW#$?fD*8Us4&gfN7dSj#*$ z7F>b)=%d{RIWAc4XvzA9gfZE-AWV5e>=Tvm7N6hGdAmRK(_0~;&z8e`eC8Zyl`5KU z0}`raTc|coI^lK@ACzX0_uJ$ifervPZ6{Y@S3DH4O8V&OqqZ8&aMg&D3RqNcIDnBf znCyvuChC;GAJ||@{L6D;3XP5$(d!?-UXN7vqT-Sixmu-@CnrW>Jv3TI8s8`jfI$!U zI|dv!0Fe_e(D=7ZOX7NYiN=i3iJ$G(_)L9|Z#Pb}4jWZeHP0lgC|;45yV5T*-1BkN zkbd3>3d5OS;?klo135(}H2^sm&-J`K#)^-LTy4>F9}rC2;HcnN(YZQ}L6q2OVP{5P z^vgcSX9CX&6Vsm^Jy4A`f2e~}#AE4%83E$m#8v~p?)psqYYz`c4{OJ+U>&j<^uW{+ zb?o9ZdnRz98vboX0{^3miQ*Tsp`Y1M0`vb^fIMy8?PPHMqVIp$Y?;L^VI8&VkCf)m z+ahN&FYqCHmF@?&lZW1lR8@HcLJh-(S-yGNeJwB{(F+-c`v~Du!U?3KCmTyg!;14cI(5txuzdRPa4c-Q36X^qVhdYun39#|{Bunx zqAA@GYUtmtyF}8Dz+!<6f2^m z^JTaJcK7bt*YTu8`*zBko8%&@Cl8k$fXW4`W5pd!mv=7@re#>#vm*o>*8enuUj7`f zbX5a5N0bNh=(hsqf`&XdLtFdz$G#h#Akv^|Abue&D&Vj=7WzLJVt<-%weXG{=aJ;R zE?0JsPor|mDM|kWk5o28P$ZY}cJ8d3m8iXr!dDz6pPa!WU-?OI)Qn$z;^SlLt|4k3 zD#zbSjxlLj_Q(VJ3`o_doNsc>9N~`tMoP^Z;aeABCzt;OXsW*Z-#Gh|9OL$b%fV=j z>)rvbz56@q<<0woHMck(8yPrNm-PE9$o+cl6WO}l%g-KDVpt8O1q42jTPJb6ki66Out)Ec!jj)%&Hk_k2Bkfc@ zs7dEC7j1nXG&=&Im{`?M98IT;@d+OWC$ZCP)>zns-lVII&gy*5U4}8 zHeZL5zX4O+YQqE=4XO85X664%mV)ER%G?IzJY=?6v~v_(7cEUh_`+&FsdWC_xXR*)< zf6&QP=Y_xXFVenCpZ1C;fl?lX%?$b+t!Ek_^i$jcM$YE9HcPWkT^`QjD5F8FH0MKc zF6JV)(uT6^!MAT%yHZ~oYYrUhVsYGF3QedBLoX$uH>A?o$a+hfL`5O${*`67Nqb+@ zTju#TbH)C;CvpcEG@D&5S%u;mSd|!-h@5Z6(iWOfv7N9GjX4EPvo#+@_Yb5Q-q7Xl z)H3fLvHmxMLWB>>IS5rezOR=8z855nkbQZwM_Er8)?9D(@h0(J@>lnocW4Xier<k2zm8)lRKxRh3oe6~oH_Z-8x5?m4(X7Z0bvw_A2 zu)V9ymu!P}uF6~~Kd|53*ow%WtoO|bR_HJ9w_}xxGIaw8nEUt(xJUA}o#S}dIf~ua`6^2p20xYFxWdG43X4oswdp~)N^UKp|JKFt-2Xws{jL?~ONbG=F8Pj>a0R=S8|i;{t8AbO0X}JL zjlabVyFp=&^s=WPZ0zbQ>}hd*bY2;j{^H4nkijP4G=btB1auIZa9d<%dQ|FJQ`R>+ zj8(+YS}4UY#)QkZ3eSUQT>{&4Ktoie;DTT@u&R75xpRM6LuhjL`!5|30H3+q_4uRE z(rq*j__^E6UlzO|6O#32Tm!v!S)yMWH+^$g05D`9qdKsyXMKwJ!>C@Pj<>fojvyLV zZH!juu%1nun2iW|62jPQT^;z>E9*j4o`UEG9H`l^-vG60ggWqJnd z2Cnum+B_ZHMiMzZfzv4#V4~AjA5P1vp_J9=R6&vQ2g75eHB93ekYJOd)+t_8j7XCHD8; zNKhO)qhq1Bv^MtDQ435Nf9r;O0i!4nPU z#$2x0XeQ3T4#LBeluNB(+QcJw7cq{Jtu+Txu53O#T#L8}vJ<6nMpF%=#zK#TRFvv7 zvX*=DTr~V`E3BQ?Tg}Ihj)U9U4@3Hn-t|4rb!fSfEP=@(-FR;5^W~Cv$j3K2*<*^Y z%3$`;fBLOA5RtzP@|pWzL4BDpiv6+kWgVJT5D!4)K3eK~#~j0Be->L}s=ysqbUt## zP%U~w0hkKhj%H@+JP#8??tI!+jl_)TLU!nB)1EzcS z!BGHkH9t7_b*5aaw_;qP`mpFW}kO{siBYw8=Z^6ywYXW>+obk>Ohm1R?6HFr81u zjGWsYujY!e#*Y$ROJwV66xFO1M+|gGHBJuUn@Q5n!nZzI?%QT+?@;@9+5Am$NF^aG z{EZ zDyTxY;6H!G$K!waB(^@5pQD$5TP4|_)5S9{)Yd;7Ji}CCD_>J=@jfH-b#x+Xz$>8p z7=$-Y?f;P>)}mW^+iyyybDz`3>f-_LpwARsVxb3@Pl@3LoUSlSSD0EaZ1>ghtnFo% z_U&M8AA{T=w|AX{zL#xTYok*c1Qir5o|^{}Q9<&(`dB3ujb;Nf1JhJmh=vLgSFIkc zfZ0fqFP$%WNqQc!D{GN?V#X)#L}J9DhOA;cfzN2LA@R0kD>1j?wwZ0%9HQF4x_$$q zLiJ1JP2N!dujz$QozIGYx2N>Dl8S^N4X6FZcs(r`H+}0;36-z%PgygXoDRdW=5o!pC4BL)W zLho*wxKq#&R9Bfi;3w8;w86((W5w%8YjtJgGBBdc28vIvn+sfE!H+C0`0U#CL8<|R z5_?fLsUnFVNazmc6S8hFRbFokGpglgauUu1wrCK9M)t26t%!+&`I70f9aPOEyxvQ? zwhYT)sWM+U9Ac|0BqZ8I9Nn{J^*&0+uG^B?Pj z#}5mWN{+f5E?qMQQD=wXqKvr58}Q9_1vwBum(h|$Si}%+*p3*yLuc&vVKYuH{cNqN zR~VrQK6W$U@cs?e<7>;PCd-0%d=qU*>+w`?c#5BhO_$*jZz?~KHs%IDw{f`>AIJ^7 z?+`8G7wKStbG{{_;->lp@^3;$6r3??H zg}bfByp5XW__}rsPOm7Ri!DMxc{zCi#JvX-B(4i*GUxluFqY2y8#DReK3_NvUVQ9d z+rYokhReWk>>@aj-( zL^(EM_?4G>N1G@!Q!W85VX;iYI|@=Ih_`G85>I>B1DW36aTT5@%JlF&=6MAf0Ii(4 z01?iR@7K{VS1VBz^yczUr5YbB3*R8Y-4(LIHx$P=l8H3UajVDmE;t81*dweEt@~T+ zmh3N>YIv9A&9LBa+rotxTzzpCkuOGX9%HNNZ6QjHjG(hF(pLC~OKKfvTf2XNq>$X|p&Bx&G4s8f;{$jurkRRxS zI5g!fd28=`kOv&{f6?( zCG%=q;CUu1k9}geSW8j;^;jIlqLXi2hir8_tLRW4yBzaJ^$wUFoEIsnS`bUDElF^7z%20w8Nqnq;EqYv|Ur)t(+Xktz zAd~L#WJH@JyHVgf#8`fBQ*kxBe1GZ?H(=;X%;{Xk#JGOUTqWQ1fm8lJ_L%ED%Vn`j zU_HYC-Q5RH7HK9)>0z;0f7rb~1n?IsN0-YtpgmPj!#MP#i~)Ha;sfoU7RmxrTLwPH zqDvNd4hUy#(T2&Hx)}s9HUY0noec;+e3OaEWYa{{T~qhv?Th7^OVOV%D~s;>w#%x$ zZxr}e{iak-F7pZi$n;dubcjhV?@F8yUep~SHi6dN-FDO6<{1k_|6sFymq91iUyKmH z;qeR;;TVsHltMMRrMuRX_6HzrbewT&*2ABO!v-su95CGqNhK5!<)eym+QhX=PR z=H-IA@o!}iSK#3Qttc>y1~FF{CY2FPUFzjR7NoW1>Sl<>9xht4Oh;yIRcbYrXA~Ze z#c+quGDqUc*#95(yDJ>^nwX@1WdF9)o&N7N{cnMuUho-EvQ!Oc0AJjm*-3nahR=*O zrJohx+C6@1>q`Ek`Q>o)aQ?vpii`)6Us*IH{TXy=l)h-TkzZ0kBJ)MFX3_ko6Z2cH z%?zszerJ@K^-}8XSM8^9?}QJFG$tmu&ZVdxgRCC&QJ^}hjo*p-l9{qia^i*UyvK*` zYfy(+d0Xyx85a19S)20NW4L4lVGXzN^9&(KS1 z?3(tBw8B=NLYWt~96%GxTh}W<{oV{kU`0&O|FPmr@r-d~q-1VOG#+BsveXIWr4!y? zm%+K;t>H1us|1184|h7*d$aa3=2+*sr~8+DMFV3 z;kV|!G)Rq+C_UV}?2p2j8!WI*y5N?-zxjQ*=guei7nh?{asoShn>xe1N1sqySpnaU z?0t|S7y^H(fLB_@Agk`m2mv+L06ofDpG@Ol;u@X+&oY%et#n>q{XRQSY~xPsHzpqI z;wO75pyU9l7t76=VjO-|NM+^B(*3P4G7Djg zpGAsNT7tfplo4KOHZInI6?F@&CQih!T3sTaX?`JIDHK2XOsS*%9T9~SPSL|4$g-2= zoC-9B;JRYU(>n*f)hW=;z3ZJUWpLsC!oMbSfT zJa&m1uFHq;%s*6#zWO_cx6Abgn_*&S>UpSdF%=_FpMrSan12@4sTbH0z!qTbxX-*+ z|PQjhc-@9K>^FI8|BhH2Z)sPsti-X~CYi(TU`vxiDi@ zzJ;;SU6Gip+Vn&`gCl^2T1DIoyf#OXDVEN{=2;_!2JU*^B?$tztAa5hmSAnrlvZ`V z8mIua0@Z~@$eJ6%$CxkcpQrM^Ni-Lp;f3m)W#el<*fFCVk!S3ZzXnc<+>_78gF_3X z@04j~?v7#DF@6Fb-6X*ZqEBp~&T6+0FGc1>V;g_&Ka#MCm{D+tU!02Mlg#zzE=)^u zS0H-=A4s$(Kk^6j@qY`{_Ge3TS70}ZEX5l%YfVz6Oe&jM<&h~ayLO_l{;l++o|$Qr zr3anH2;a$62K$2yT&J0_43UE-c{#1~EHz=-jM(%>xg{MK}rH%b?NcPfN*;{HSfK-)|Ts5)?e%|ObbJjJ>_-l%xQ zjkV5aF^0b|iY+yvYJYXx72>Y@Jcz9qV81f^IYS~+-|l4QWYoSkWo;B+P4AnSR^S)TgTOiV zsihq`2UmSB3V2LAixwbhPouM$mzK+kSap~IH~$*}5ieDzNt)m9A1t!h_s*=CXk`wg zy_eapr?HOCGws{_*pkJXjV162j=2_uAr1JpO(K!?!Vq~d@82j2*canvDm7MHwYEA( zZ4Z^}tNKwmOe===`;TQ`NTxRgFo=JTT^&=L;LFJ^PJ6}&fNMJ>QkNY(bT6q_#6J4C zFLn!p|2%%Retl75M2j6TO1`TaSW0|KZr^DS*JPLxF#hYJ~uDVA2pxV3Y{%h71R@^`TZ z)u{3pv|b>8B&O9Iq9W_AGjKQnyr8a3{lRWNustaejBPTOT^t{oBIHK{&8RoE z+}DZw9RQyhigyi<$p!-d!NR{Tx|zn`P)bRy#4qDp$&W5R#S&*`Tcs z>S;LvGr$&L9jdUPyNh5B{NF~E2OS9$Mv% zSdtcOerP;-_sjrge35em_Ug8*Q)pwwzV&xBWOYXRpCbY-6e+MCTXZ@uRB7`H7X^bx zUNK0CAAoC89!5V@2~1cnz==JOw5}VSP&6!K4Lzs!#fEXd;8>(VC zsZZ489&I_3parTJOrM^Lat{OM^d=<8t=A5a2{wfTPnE0fa`{noe)omsts9JwQ{c$;_>G6j5jxjL!Fa%pW8x}N zd!GJr^^O6j+McUC5oah?Il`6L`(=~y6bvirx9K(_2qgC zy>d0*1=w!dBq5ddOH?mdARaHr5y4uf{edXMx4sVk)@byKLkQO==3#K?%xu54AOMwL z5DdU){Cli@Z5h}Kt+lgFOjYF4@w~?fgwJvDKN4;=dWB2C6sm75&b*diZ5dipez`Px zSGYt@GOaxR$7niPCm*Po2R!txA@vmrG2{6HdE9obIEo}k1g$p-^%Gr0QRre{0@Cd4 zY0PiB*l^TXazS8y0c3HicysE{gj=IKGO8bi?4rt9yL4R;Q*m&y+;N4(>gUDqzU%2a z1Z1L?X(1VQhc+&Pbg2`Oe>9k4n7?mtJ?uF%Y#)CDwh5}4CG1MoR)PSwO==*Cr#HNM zC0H;mW$UVAY1gxo90Mevm{G4hN&m*ibe^&eXjabzIK}Scw!#?xcztCU(=KIMz0>UK z$UEza4c+Nq33jK<3H*BQte}C-1XwvGOxziH@@Lis=e9VgY6=;Y#1%|d@mSr&XZHoN zzg@q)628{gJ2R+@5v(qBT-~?{fFy37MvlefM~lcXUu?AfpnKO47VhkOy#?Bv_04Uq zgKy-6yF9W`Kp^}>4fIKJf^xyBz$bW{o;WFZI{6c}3vg%w$Oz+RquxSA@%yMRHM}7l z2LGSEL@?@nyyX3uF2J}mbE=;47okA_xuBp8<55xIUn6$o9^Bd3RIrh$-%Wa_g%z;6 znh6^6Fwel#F-7+46c#uO+tZi*31qQi)Hdw1FVq~ zYDh@QqKayI@iS5B#8S4DDT?wL+-UdGgFTw~SrFRjP$%}0`AcB+z`hD<)d;w;C4o15 zq4=U4sZQ2l?bx;$%00cvNAy(?dp$LLyO06xDRBvC+`^^ty{|6cBL=ShO59=J;i(q$?jcKK<<$So074ZVL73MtiM;;0ho_GZa8~xpD`fHsG1&EeQ$kSchoW{rIwdyU{}fRy z#h>`rK5!a;wdwYgo{*oL0pM|qB0Yc?!*phNr8%#8H|9ygZt0Ur7_6`Q>+_4lNfoxL zp5Bcc+YYIv%)HI`aqbUYBvpGObrbTg zy9GPZXdWauDTzI%cXAD$a-PVO+3f#9c)>278}01=LH;dIqb7jr>gfttAnbda-~bcb z$5c?+parZ)-Ras<6*E%i#m5U!S_>4~Kk3nT8(T8UF&VM}~&FcsJ4eT&IWT<-Lr zqHw-xNduHy(vdA{1El>00Z)rIQ<1lBs-|ab zw8ucR_isH5@9*ec3Z&4EyIk$qOpY0?8) zs&}Ee@av2n_d$^LU6_S843i#06ZbEt-4+$aE%%u<)=R-pdivVu<=5s2o`xG8tOxy@ z+nW2Bwu9)3+}*`c2EB*?6dHN)y)c*eDrm3sWpLD}{HUoDlnNS@zF6cSA*y?rG!hY1 zG6bIR^yOuFAs|ivSv*4Fn z1u+ytgrSP2Pav~ak`K!_G2iyqgHe7fGzg^q!Q~qaA=koX>xEQ5L5(2WJOtO2@})E@ zMt09~4AhmGGC7l3l(N_G;^WXELpd1+Trd*Kv-X-$@fkHJ(_Q3i>12*@v}jG>{$LW7THsh9vDq~oI=Me2{?

C;b$@ z(H~EE0{u~xw$&+or-kJ&XbAmTyu4+OcGqyk$5eFAwJagPY3VO^Jr^cSDpMyOQPB}y zi@c6FZ$ay8o{b9lDpZg)V@{TaCU(uQ-o-02j~$|@e^|-t9{=je?LTvryf(j&@~9(z zO)@^hjzTCiU^g4ObZu=c{=<=Q#}doQ{iAMp72EF)LzUHSVU$a5`CnB(lPYdhQN_oz z{?5IA6+RjD3p0w??i1sNJ+Mw_IN`mxI!memSNDnS=kNa?QD+qpSFmkcoW?!42X}(I zLvVKu?h@SHA-GH9F2Owz2oT)e-6c2#xI6cp``%}Nb#Hc2HP@VDt+D~n$$4lIxF7kt z50j(23ca?DM$$q4NtCi(Qa$~)M0Qva7mvaVG-6Z z`RdbDoM7R$wk{;JNP4CKsuYEQ3`T0QNTJ=Um_TPN@$^+}6CjuBg@#!Qx`4FuMW95t z0`(SzR$sAw9~~f{o(0*X;I?Zf=3rQa6QX8m)vg!AqrDZz0)i??pdI=2q)ly;e#*@3 z!P|^aiKojl7Qtig2RnN)#Y>A;8FhTQS3$z&3vhzfY&`08#i}Xa^L%aTXH01SYy)OY>VD?8IF+km_>RQlYZaseWu-6AJnm5pXW|o=L*X(&bvAuT|_5ZKn@qeZEx*W_3g2cN+hf*B)av(R$nl z9%D1vRQi%xdyNW_^;}2R`}FS;Oj2Er(__dh{S>QeCG3*B$7sgHVx=|u%>6iV#Uz&P zZ`|x2iI9)_EsUa6s5${saEV0Ng)C)(mI&3fmvgmvm$~*46J_V{W)7%vRy0dMjAjDV zbN(VJ%+n_XMRuPWf%W2fsD|1qt4yAfn-VS5~rbZdj zb9+5|9M`%OELjXoFvE;6FWuUI@B4w%$D`u0gL-PS==o7^b7nUUKg3FvGi8(e>0ZB8 zUJu#^+l%ZI?R|UMTs(}8{me=s3V%yYE;75=XBNWvm80qtG5pEx=IwFjR#W z2QJdt^=5$e5*s=fw1e~edVtxzc%>lr8(#2NW1WfRgYVhYQ&*}u*|G04ChOEBLC+nW z2Cad_l1GowE3sdbS6xwTCSDQRkoZH3B`EtImZCLp_eMb1R)1Ntgu4QpgGlVvJ+<50c~r>zl`iD04i z4J?iji|{Uyl#mT_U5Ug4vixQ z4ffw;5hbMO*q0wE>7TyT9pIXOzRER~_TIVV8Ae~O|CaxES0g-LXl653b1E5UaKh*m z1ZFFOx-(ld?y~rE#>o+|ulfB}l1)YZ;N5nL^3-8rCobM{ZVX&w65iX>L%F*HE8NEx zTQN%B>TA*i0#aN5`0RC)Ic%HbrKiVuM9u?-Mbqpf*0q&`+Isbz(`-oW^MeiD#gl z4UaBd6nC|MRX(q*gMZfa(9PGE`Wfjw3PQ(`5`;OtBNfz3sh#1@3E}I~N>4c2o2*t8 zZPoGY^N)expL*4F6>yg7<;Iv|*8#4bW;<(ZMATu+*k98UgUHk;{yBuS z>sFR_NBj5HA~besS}mQPP?asmZdm-owpxYi%&YJ_lA4lG`lz=F~EGq>QY#{R-Y~P zixFq3!a}mBPTy#Z`1!BM+9JJe(kGZHqp!8?9hw&0Y%e{-5h}5;2SKs;Gf}awH3u!N zu6gvQyFviVNrR6=|0xNYzrkWc=4;^#2p+`!fbn>_i6$A&98B7b+!=d38$~8qvlbRD zO6ZZc9|tk{gH*^xV3O4#=fcp3!w}6tKfG{HLU=ODI+c_^% zEZX{Jivf;eqs%fsQrB_bQ7)tf3XW8WPn*(roA^Jyps7oL*|zYjRB2TxiyifO)6mmu z`JhIV!_-t-NbVXw>tuNR$9OkmcnA35;<=eT(GJNR zGd0f!Lx$9(Me52{o;JjulBV90!yFK84xB?eRG(d~=V*omi9!0^{xKbQ`HVK4yZEFF zWzf020by{lxu;HiqVQ~A+7eCX;KeAHjwXfQfd}N_56=A+nMdq$#>*--C9rD${s&iO zwdBT&GD2kjsR`5i(+3CeBx+tHE?NBR!p=IuT!*tlnM>r$w;aruncQltGj6}*V!D2x zDMIs@r%_G$B(IS^O8OwgDd;}!ATs*Ko2VXNkXbIjmizPZy(8)ZB;$hK{nAIsSjQ32 zBRSNW$b)#nbqYSDkrc!r*m+h9RH?v^!tYYUTJ)?bl|lC9W?1V`Vh~Gu|Ch8(tqQE} z@6F3~kJW@q?!9JfRk^9unw9!&3#Mi4$+nuZ6XYiOk4pKU`S*;m?}WOP;Gh3aEm9!i zPPlPMRGe7<2@ypd7VCQh#zVSVKDivSa;p9wWGAvH{f1CBvR{oB>rI)hV$V1X(V*Mx zjMleQRM&ZSO!8;()Jz;{0bTH8%E>&fWe1U9XOzkyTLY~#9&9SnN<{an%Ix!es2a*; zRfx3GY}@fD@og-t?$4<~9pSg;m@A@!cy_3sEB#Kj{27}PP!~SCiIDyKS^2PTHfIla zcLHVh=x73QT($Sq2X9$vM^2W2zr?N)Dn*t^mR^0nEXold+^koE-5l_n?!pDS(oLnq zRNe%5iLko~xV*jHCqOT_`0YZB!D8MX_RKbSmFy_ikKRQ$zacFyrY>J*d*FpUaeITJ z&xZ7Q8}QSLerB0fPG+UbVT}-O*_qDok(q0$R~vsI;J0t*c^`I5uNg!e*xVP!E(tKsP1%P4m?J%RD$`al-s&c5KvUC`uL)dVn!6neznLcnkFZ-LO#(ng_XD* z>zGN5;8D;9LECkMP?Ff!>P;2)6z4_V}Bx_QAAT=|ihwMp*qMjf@U z@TTt|u)&!-;4Rf~?2gFXhdO!N5Sru>)q0->E~2$0?Q)^s*RQ?59G?FJCL2Wu2UUs^ z=zto&vQS<%o$F3vbCy2VyH{0_1X_>$%m+jEKhf~q=}eLB{Q1w?W6{IvZ&dj8+DPmeEd<>{egtbUD! zcIhwu5O`cXnr3T9r>*3OM9mJ|mwXaB?3Truru`LHqwlK0C#i!To8BRC5fK>#1h2%l zS~soYs4jDzd4}i{H|Dk;Q3S_IB*GZ+@Nw-y`&*3o61Tw}Xq+A@52*6E^vy0B$2(>^ z+ua}ARFe50pSn|6(zhGbiQrw_i}9(biHLSBtFd*yTb2J7_*lq9 z*z)T1sc-r9_{~(k+4u9RRn&O7$oN(ehVRuQ5HuYFkAk*+=RGnEgBX{^*kE_3Fb}So z)KB{)gF)nW^oYNmB3)z6Gc_dP_8}I_%H;sgmC*NnOBuO^8b0i3(Lr+A0g!%Z{$gM% z|oV(Pq+7tKOg|q2FS}5TujVmT| zB+GTlSUpY+Xu0*hqPa1~`wr&>Fn2wzYkNW~ke0f>LnrDCrrEo?8{)>n;>O83{jG|o zQT;D#I8_G0P85ZcBtQwD742S$=F8N-x!>$2n?<(n>?anlj3!sA>U=!+*hHeY z8`rL^%y@aPZ8i*Qby1G@l7Dvz`?%0-F}n=(`6UM_*D%Z;(@2UG1T;bt?kn zmygjXkt@ql{}C)?vd%sF>uco6sX?|m(deJAI1oXYl$2$RZamW%bf{7gZ$dB=8-HA> z{*bsxJ}@A!_@JuYj%ma*iZg^nm3{rU-!V3GwwX>1a?)?o;l;IF3d*wV4J+2+Fwi>u zx?FufC(sEJW9&`Q>q=qcouPa3# zZ13F^poN#YFM`?*BVSPnYyGF5B;|E^OtCdNH^0_ZQfH{oPYUfw{?1m@$?|!PTLdFv zG^wrdMN)?YCJNZ#4+CCWRp|&Yrze~o;b`@l)2U1=+|&!~(&06p6v;gyAD~txHr6I% zMm2ik`Y5pYU4@kPd-?Kjn3I8@R1Dz<5yBwVjdLno0u+e9;_e`;`x*}S-A?S0j6a6h z7aXr@z{)}3*-YJvmRQ8rc*A#O)|M|ikNnWgD2xcl45n^lgNhC829))>p@0{MR3L^7 z8H`znK%-Rv?Z?xWbKK=H-5R~B>Oq*SS|v23h)uBbjn#W%a=cfEsmw3QhC~E)QC9Z8 zC-ZrAtBjgKP|D_cLI~n~F@_-{{I0>r#p#f1?CH7kAj^fdf|y-oSW|3K4}Rk@BKX|; z1-Yu5Q~@1!l^6vEN#*OiLJnuE@&f%Wt8b4^9hAGa#@e8b?D$laXzHB?9cFlnN2j(=`(~xbuuMILJv%|{W{R_T$fa4m^SYH;??IE zBEA}&kl-I*w#U0f8-*QK5TS~)7u4|`n%*{i%LHDzyc;cyx)xA#Ckc7$Cl0$90xiD< zu@w$-9nJ3!KDfj9XPlF#Lcr;dF24+!J{~F9YeVu(qSXVf%Z~^9;Y|v384>4eBlSpE}m@7VwZFi$qU2)x)1h zoSppxm8BVHqg*$kAX$Uw@UB{xFW`|GF0U<;Ub}&w;Q2*np70Mf^0BO2WvWK-WAC&Y z_VqUMc8&-Kqt%3q*<_`wJ=nED4)wX*qmkBxa!ng`u=8_m0SaFO?{p%Jbcc?bpa`{D zc(A4x@q^WDaf{JR(@*ktyK_a|Hk)i(1e1ko0w7Tvq(h4%o(9wW5SYBjEyCQq-@=U?b!> zLz&fkA`Ibn#Nun0&d1w*3(=BceTgWf`Gbmy2*=runip%UTPSCS3FT+f9sYa&&)pH@ z=mEVC)>aac$K1ojWo?M2A(d-)uk~o9V}|1P+4C4w9Zh!hN<(sIryQD$)!V~SUzr^p zo3-xP`*aZTjZ#Oj-F`~?pkA!KhVZp|uU06 zFOq_=_fIq2Q}&{|zOe0M;6qB0L82!d|4~jyOzG4WKUXnR_u0i(45WLROHe-0tlm^m zJFJUK&%LZA*Kp);k#w$t7a`TrZy1(SFL1?>ZmrhIE2ZC$QJXl-L(!%;@7#l!5{UD* zt&}>Enz&Kq(ME1(gTw ze?!T5^E}n+aK35D5Ta<=h7qrEZ92GAFM=d(az8#xE2?)!iG|>iZ?V^0t+=PnlQs); zPDmBLNDIwul!v9a49~)EijZvKcFp=YcIF$PZl;Ht-<8qB=O!w@U@+otAGTpe@%vJb zhlXITRz`>YRn9zv!rX;kr42&#z1J~l<&CqLiH66f`G9#Az4k`xaF+0`QiJhxT~Epo zTmD*m0}`=vX$!Kt*U=)CX^7>=lMv0q+V3g`k1<;Q;Hh#t*PAjUy46pa)(1;Y^nV+^ zLWFY1qG+~_zCe6ETmFvWW~cH^wOGc%twQN7UPQ2dQ^4~oJ!8`-;9a4ghUo(%ic|QI zLL~Mjf|i2PV)Us~X{BCwHMuRqplmu}PY?9x+Lz{UY@WRcdCD zC{OOre+N)tNyCICvlBky5*#o~9Fs*`x^pHsa42-_KK%}F2}0`bQlg&o*|gv1C@q|YjlL}X#lDxm1PGYwl+4_JC zSn(Q^$?nia1m;rQELtZT(P#I-oB&k^CWi}~>pS#$cXn;v575Y%TfKbd1sv=caXNev54Tl%)|4z%jFvb;H@ zDnvlP3%@6*^~PZs*a9VtBuA%>W;DxA-&a{rn7x&Om@kE)kl2&^h4ZV{fQ4f>#f1@+ zC`xE<5PoN^G*6%6%73c*rdUCc$;$b(dSufo5^%iKKmuq;e((l@Cyf{j9=k~ocu67z z!$o9LbMEn+J{(n7i^r?-W}8^x>oi&4c{+e@i6+6=QhST7s&=n5x-#;AdudjKm<&?eK&0kmuh0rP$eMy5B zYpl!7W;2fooC=4=4CF=^&oLjG5W}5pzpU{ZVd3yJ z2J9{=U0A5YGg`g>U@gkJswX7VTcBN9#vysWOp#5f<;qj(b}aG{%x7WP&%d!%j;@zFGuhlLYIu`NyAM6-a0d3}+5su3+~y`aR~$=xZfOJ> zDb|Qk@HQ-?jMQXEC5dUXgVA4u5^S_QSW12H;sapx964CkVhZ>=p9|1Pktw4a!+V2e zk{0_wFg#E$-6D9+MobwIr4ujOW*WBR$!7!}CLtK+`{9C37PFS>EprS%xAv+sPgJ@;-huw(<~%8>FR_t_O~X4SgS_k*p#te^J(4(iU_!iwp7PA`pL2Gf@yx$a23D& zG(lXpUKb-k&r#J?bKB``bT>Mwng)~WzI2DrSIA{QU!$h68v9-ETVFHJz~e&9#_^+0 zMbgO;RTIXYY7_ul8sgEIno&~zkMaE<0m9fR71{12*pLk6TG?!Vd<4Aa-;45c%kbwf zzCeo0%^fYL0Ok~i1T;-iT|*-{6m`iSjB7ov7Q$64J*6@!%I13TSEJQRJ4(&f=wC6DT1o;LRy2PG)tC(Kv*iM(xY{UC0FCLsGZ)2sZ|^Y5OQG>Xg^ z(&Xx+s6m)Br*>9V$C~HlmLAJ&KnJ}~@yJr3rR~qL)TYxLQ^n@qAbu-h`0(ZeS@URK zsJl;#elz=)MNTo8Dq-2h|RM5;mGxym#?1zE#a(7ah2KnB?k0iI(E}QoPg(; z;Vl|va@8NE*6@eq`m+-C8NZnpMK=0o8KmhU-^8gWjdzmD`Gp-udGw5flhCff@n|*K z6ax5LkQX}2xg12Ns2lgj85S@2l`l)5cKQc`nJhaxW?aQ6#_HOwkvCP3?TKAd$xIx`PnD> z+7Ms;N9r#MPnN|S2HCSGaXv)ww5fa>%DPEZ zl&y{6+t~#*RU3F7yjCAq&ve6)?9o#nPe_d}Ig_)@?@oe1x|7Lz;t449-tt$1l>l~w z9{1U8ecA+?vVB(#iWp~5u&Bvi3KgpPYHok^{>P;Hkad@-#beEqY$SKywoX{(SrpWQ zu&P#G8+3v=$dLCv6TuzcmS%tYWuIqcYOR};e3MKl%*DV`0p(L$D9S>!>m#M+YBsZJ zav%8HyXR8ax?5tl(QOXG=~hb4TCHWvjoFI}xr=-!(BG#mmhGmEuUDZ##T7{YK>a7bHz-&)CZ=VF~Sy7 z@bxE6zSz|Z80Zelp@EB+bB{%<+c|U8XJ4hv@Fp*x%9{$`Y;bbO2qt8n?h}<3>dwF* z`}d0o%h$DEmw@MV7hkQ`==1F?!chySKVJin@D^X*;$d32--#rEl_%|rI2@JT&$TYF zx-Lr4>*3o=3YA*8=W}283!2qdo7e5?x{ui6=$oAd&5_gjv;B+pz}~N&E?D}b|GI@# z3z|DGj~Gy%2c5UMG9DKjSd*?7Im=dqKT!Z_XAuj!5CeO_*e;5{KY>k6EA?wLMw32Y zY)odqWiUWJS~73Y_N;HPu36n=G@fB)@j2E!vba`VoNsE3U}|~M>~sfV8pSN0IStQO zZhYr{{CLppe(IYyLcZiCpXjF)_KJR43iK#Ni{Qo) z&)MZY7n9%!4(4*c*cj!AE9VQDhPz&uK0XyV(%LyOqMWZ!%qbSYYLUJibhWiO+_`WR zIz|M7#;!HIuDkFc@qx4X#@`qQ4>DgGBA#(dg+g3yQ=N9TV5~;_osRhJBnKQN(aolm zm3N>d9IlgAPV>-kN>KfJ`&8BB^X_c3`Io7cZgt;l*zL$91D4bFq)b&uaXva+heSk) z^UnYDd9La!)(;Q&Wjgq$UJzm#zUfaCN{zc<6JBixjeb_Hx^3q+Fe3GtC~2x*Zve zYlVgD^cdFC9gP@U(MUzHr46nGJs5`YrKaRSTHO3mKb(yXOo&QV(>G%Om72`Mb|p9B zLl$^Aa+mFTxdAFW36MDf*58%|no*1P-q?Xht?4$;flqY?sp$ z5|js=%Iza8f|&$eu1ZmrqC?QLMw4;MclFR0GHx?Iu>Z<=GJ|d)=70< z7#1%}HREhM6qcDMB~fpoE|5&0W2%*_N@3^Dc&}2APDbcRh7ZyHS0(~J#k?Zt8*!hZ z$Hg1DHYur~x4cfHfWjq)_6X|7RZugp=Q6;B4$n)Mx314f+!LV=Ta;1jm*B|VH9`O^E9mgVQho34~eo<^eO zR}=9slJ;&}+>WY7Dh{!PKv?)u0I;i+JY%0w|0zi-D8PRAqSY92H3CCf88 zKl>|&H@nSRd*zLhh!PenuBGVvqIvE^d0erPAUFe%9pYsrV=E9tPdP_Ig~%XoDG{mO z^3sw@QNqEl|4m+SIp#Pe;c$5i`qiIwL+uO}vfq^;J6$Z7k%kd(@Ji75YJT$lO&&~88#IH)p&`tqe z(judATYbbn-)34SAhIMnC4_K8*5Rpq#)vfk6t9gZr9yv#rqiBe7WJZs zUwAr8gurX12v=-H9@P4MpHAGFLEMw9BB-Yleruge&5&*y*v|uGN)rFS_`Bx;Et8mG zdSLqn{ye2ZoCa!2lsk?wc?)}pLHlfApdG@^I$jW&BtZU%(t8?mQEn-L$dD)jb7;F> zN)7Pf79&oJENd_`b96&)h*Z)x%%ZGKt(Si}Igm48qU;vs6-93^8kvzVmIs^Ax~t>u zd%x+V&w9{ceI^9qxr0bqQoP*3{QV4z5wPR0P1D_sr`ZieXFelM$ihU1PHm!6jXlSo zuw$+I_xsB~1jUVM_%S&?34XmAo&D)VJzEI-$qzSnemI^Vh*twEG>Qm-ZBebP|5>Ru zpy&d+G%^sH%Xs;L5oSi_F+OA;?ge3!ghL~Q>v<>BsL6t#NxPZJa9xg7*0bN2(iFMu zvZ0yZdLc<6-Y4+QtrxxqD!RvUKYX2o-l9U=`*e^~vOcfM&fkOmCx^hk_roJ0|5R?i zg@>C^+_|;g{_$(fqzY*XV5Npjl=O)Fp!- zFIIO5vD9*uxVU7uQKS3&SBDr+BaoI;or6PJ)6}{ML08t{N;mt zgvF`P)^E){HJiA5DdipOS9N!ucx4Yk*!xpsbwHx8fv+;avaFY+y@~D_mhw}Aqg;|D z?l9n~3MQ0{+M2@rC4%IsT(Dmytuyj3+#F4X;{1h|Ht<9gm&aJOMBcjXp@tp%77kj2hR5uO!>K<3LAS^lUY~?B76nS~ zBMIYg78Xd9^+2|-FeO4+Qn(Q-Mb@gqR77#ka@^BrCHaw?wwlZe;IMG zy#_YJ8d(qI753_BGJ0I9rW33KlCIVk+CF$cLSU_qLSeo zeQENEsL#4D1EVy6{+4sk**_EulFD^Ueioi2@Vwfi^}yHvIvq`kVhl^(6YxJUmv^ly zk-48MtQG432Yd(kn>KbKO%Uc23y6jcj$?^-R$ksp1Wvc;4MWN#NOm5$fhI)#?7yrj zPqK#w9{xw3t1%xIp-Gr(B3ibs{mV&O?B6}11$}QblBixDa*G}5m*4(n!gl$difhin zMqPiP!=w}nvV~vi9c-n@^I5CzyH!+HSS&7db$cArGl(X>dD4i&hjgP|n)7Bt^(7cj z(yEiSUNVJS4uD|D{-q}(1%Hz8f<#0h2D6=K(`Vzmjrh`vWS1{&UZ2ZtYFOCK;T~*G zIp_0)=()UQXy>a`n9(ID79gTq|M`0@g72z)g+bm3s3KE4wwWLDEGWoT`FHw{QFng= zO1)gMnH@4D-vDVE-qu*3cA=LZFgc_Rc+x@)BCEa?B^5x(P5~DmMcGk%?Cy&zVXAz$JvkCDAGwHN0L(!xgon4R&r>p3t}-N0B| zoQJDf>w$WmlviCYJ$n@>XK-l|;J5N`16Mepd1XX=@{AY^m6gRt9xJ*W<4R$4PkJaV zqwZ-lzkCROi)g_7ezO=Iv+f)` zii(0~Wf_lB_LJoh#hWc~$N%gWC*J!z1Pt88UzP*1zop-yb>>-7yvah4A&y}59*9bh zGOLK5%lQGJ?S%h*2Fw!74|iuHZX9z{dOQhSOIJ9T!XSm`c#*!ecoG8Bbodm(mcE?c`c+WdN$Wxnr)Sji>v|9?+a-TY)WhEv{85Oa!?LkPs59$4w ziOX(<4PDM3m-liJCQTXX5)$tlGiI_Z?=(#iQ&_3*`~Fh~2`=)u$R{e+*5PAegHrwv zSv89~XPB+wwk<)9kA=kZHHHf*)cMZHBrvhaE01r$e5Jff4O;6_5>fE%!g_@DNmny! zQM-YjvrEp0V;c%w*~oA`_%J# zyN{Ats3@1G^jK7Uv8p7JZd7){vJkxmg8h;)9h4Jvz`V)0 z!S4xwtam!t3_wQIqMh8Yn)L$CKmL)({!Bu70+i_5px&h}t2_6sX3wJC1O%Gtqw-SlEu`@a6b&g5wgZar6rm7b=u8wXi5p z0{Ki;VD+Y=mhQ@~_ywS#0t4 z{T%oG9wJVD~)coVpHY@5PrziPvXX^z6}4jZo8o zy&M$(20X&cV2zR0?me_CP;g^Um$Zkl&(Frz1K}oBD&IQm!Ozcd#PFMH?Iu4YTidJdSOYXwCmE0az z%cVO>WvnEJf7&a#bOiCuzdXECGJBV7#lX;r1M*=WZrcztt~c{W%X%;6S3IV;aa-SV zxt=8Tsg->di3+S3#Uy^rBZ`CS!&3m zL|;qxC_KT>nVh*UIg~}Mlfq{qsyBC``{b=0J%!Yg(;M9u@doteNuilYs-Bba-| zp5YiHN&d!dT8Ohvl0BBxXkWUvdwIc|`mS=nyBf1NpvrD0BbPdggX_L%wzYovFOi7~ z|3`74*z{lkwT?FV)&ChG^cr*BXPZS-<`XG>C#rS+5y2S(IxhQT=5q+LnH22>Gf?95 zQ%7N_(O>6kj_2DyE7S3~P$!+3=#gsJeeetn`MY&}Lo^8b)EClo(Z6wiRN~v-wLnt_`xs1w+c+TtjlS*PZ{vX#cJb*w=MGE&`rxYOVW}EVLWI+1f^j}EXQhss+nQ(W8 zJS{GMoXM!fzg@?h;JgGRHMm12Rj$`!w>EvaAxZeX`T3@Kov$DwKKF1bc^$?KE6f>i z4fl?q_uo*}64zQ5t0plX%e=og1Gip+PPf>SzC7YQLu+2&mcCic#FkHjPFL=UPd45R zMjx_;DD76tS<8}8gL91^Ob7(sD%2A4x^&NSKU`{-0Z3yh^6@M+3c8S!*3)Y7$U!j$ zuxf0#q4I&b)REm6}hhewNC%X zXXzfkLy+cZ*1k3U!%9^OiwEldr_}x8HfYMN2+%NO^JD8eaQ-9+`2Uson?fP!LN%v< zH{=C{x?eDjG@$J{8EEj)_8?Z)6kd!*&@_%dCSl~?QaRz5khEkaP>?+AUy@tAC|vTg z%?+m7XX}exu2RDS@^Go%6gK5Vh~U5n;r=8SYh2FEo3k>FASH$#)T$wa}bQ3eb~gh6a&ibDMD2R${j|6>8* z*0JoE`>B~-@Kj^Ev+`FstHh~dx+ET39Ny0&r<{$|CB*9w6CztgKNo?#cl?WXK=|HH zZCU2D$FP*}fq1EuCcLx)Fdq!|RM}`1rmOuq)3wSiLVsu08s&Bv^H2wCCx(5HM@HF@ zinQvssa;n8rvt_ybCn+IIR4i1_PG zt$35&Ix~D6*J5rwOXu&##VLS?{zZDIbaIHDQkmXF&mS_#!)yDSS{(7~Qofit0SxhK zfsYdEg9YI9@naancjQ|A(FR-;^efOXhau~S9?dSYR7TYV5@CP&7u5V%Ei@Kw96Kh^ zm&3y$iI0^U241P35uX@FB_8}X!-seGwS1t-p?tbg@?NNc=Ro420Kk&j)|2SZ zkdH#-In1)H6^W5EE`JfFkQ)#LLmR&NeEIGJ)BknQ)(qxMN<=9t&e1Avq=e44G}iTe zP^roG-8q7dE(7{kQ(yr%Lt63RU8Q!kC>14g5RyrVDRJf@c=dd_AQ5Ywd7}*6ERp6| z&-a0&my_}^)wb2j>e4+NU$((Xo&8xGHEngd0eXUA9bO*eRozNMgZ&P?YQN?j2y9|I zp77g@Fb2C7WvVlGgu?uJxdUGw>S2QUSpnjP9LmLsnNK7?@P-vQbzBdAYCP|Z&c=&0 zEXrXQ0;MyM2fxb^f#9^80}C>ENinoxN7I?@+U*!LKM2X`iCHa?le-GF4|4bDsE{@l zT3o7smE98kGYHTmFsWS6z}(za04Ft8|gQ9rnha!=m>xMcvtiYd~QgJBF4j09PQtOO2< zT?NQB)zR?zkm#MyKd{hEqQ%2C_kNbh-9 zG1H}hh6%6w4_N56t3WuZJPfM|C3t@)pvR~m~YKE1$3ZF<(dC>gQml7(`)={atno_9&V9>QR;D~ zYo0dxT97^v_w8f7FO03)Jm=n+RS}tVT8JRO%mT6UfyqJ}h(6;Iw!e?OGc$&Z$4YyZ zqe9ZJvo*3T{YVG0>8uXGGM%Q%zvS%Fuz*V8nfSYZuWA5SdfPKXGo0yge)|dRxs@Po zbI&hCIdnD}e!0(Xj`-i)l(E=jefUzUU^9<;k2)0kyV)xQUoAn4Y#O3}{IoJ3paJp2<$~PQYz|vM| znZb@uHwqc%F@^3)wmv3gaT54`gvftd0bL)s0Noe{3JcQDoyjIg+{E|xh|PQ~BOY;o zQlUb%1bOV&Y8QQXfvd!3{9K#iz9;JB`-9m~x^e|sa{wjC7|s8`6V^n0L}zm`qBWB};O z__FtXWU{mg3??!pZ)c0{uO#f5YE(flK#Y{ii?SR}jw^~u?%hHDb*oA*!tmoCV7UBg zX)VdxeP&T|v;D%u>wv=aW);zvoLC)O3O3j4C*cfGHKKtNVktXMPe0XZMAyGEG4n~h zDs%7HQ&EFFsIeo-F;tVIx4r%5;&azcrB8Is3w{CzDOJbA{}q;Pg;ZZux-7j;I`t zsT1*SQZdeb8Xw~DfzBNANaW|7&f6T9G{^snsh;mvq&ZuoB2T;es2R%J29=D*vT0L7JHmrv_4-TEvA6^mhpSUs&u%; zfmBHGZ)hM#>K{>rA3McA`aQH9l$R2;gJ=knpy|`-WKnFiu)U=Y%05j2<+Js~pK;fd zHS^hCzIJu$K~YR(ygP7R2Iq44ub}GBKX5(aVnxURDC$-ujkzuk__taUgHX3{vMW(a zmwMu3QaeaZH!MCj{V8cr;$Ql{`74pTtW#n;zYt-RQ3QZGd zJ@NGnh|TWFaX)*V`D4Oj@YlQ#J5;yGWi?Tw_issh%0M07q?!GE*0MEnScm;2j3*EkTR6wQi@J|uC<()x)18-NL^)76X~ z!s7jn-!DJ$ZJ5QWwil-qOBrFVG?HJ;?pVRMX=Fo+BL&0^8t_5 zg4wU*-Lp%s*@ewMYmQ4EH9?1lH-S?*-_8)1a*Obv`NF-|+X#e~K_8_=)Y`TsF4s=% z&HK4hB&T9FJNzOjRn}9s0d%e`Q7sJ=lA~ks^t&;=T+OU$xVJ{9og+j3XP6m)U;xwfe?2?!{O zQ;(IM=Mz(Xg08$jW76v!Ety@s4AjVBW$zSPc8hE|=M^iPG{R`^`qP~ea^+F;_FZN0 zM_z7$K_g$v!!IHZ({1k|H>VGGryId8hp|TKT3irYnPL_U|4R;d!l2g!K0dn5w9K)i>nE zXt7*X+!qB!G!xVRAk#zg)kdA8m($iz5(mvXT)y7`w_^3$@+#*3ukZE8+Y9%&Zo}sz zhPK*e{(0nwmV;uE{4lmx$$S3)_ZTp6t=oQlv}*OEmRywZT0bXO0xltZ&}E0V*P~tV zXQdxpX09>+Frw^{-PDuMhAR9TTR!>$sv6gqJQNq%Ew7M6xJLtme>E-U!wwFx`vZ`1 zm6%}RM!jd5gW(&Az;eD`J91d1J zR<^Kt{7B&cD$#NjLlz8H_599kD1S#Jph=~+9L=Dcbs3lDVRT*^&wlYr-G;9G2K0sd zT_`Ge@rn~f6adM1E;6r+f;v&9MJx)MH)YirBE$h~5#RTKwEz(SUIhab1$x7i$Ty>M z5eH}Oxc>$wtkIM%go7y$dW#-B4tv8s6C!BkLz%d{{h%$cP*Flr=8LKCyB!FhG-v*} zvsHdsPEJ^HYk4AMyMGtujGb$P!qMX zW{fBdF6MTmJriU}^~pSEm4jbGLxk|+e4KVj{{Bf}twu#fbN*r{E5j?YQGN3(0Ol^! z+k(@0JV)riND#ox`clD#zbzC<8bs{E?NZXhielvi<(bt9_c)_d1j<{&ocy!>nE396 z0qqL(6veopBB;C}Zw3NA#W8`~fDZfT$I+UPq^MutQK(m)oB{+k^AC&A5R$M5VmkyT z0!EhtKas$NglNjkRbc?T=QuDU=p4A@|}_w;(ju+cAR*OyHZ|R^nvUu7$9VO-GQ~?z+Wr? zoDiT#N+=+q7yVcJs7>Dd{EE%b9&0#~KI%e85XR59ax4k@kQa5j=sQ(7cc$q&IlP=O;KsLQL@bZt`G+JzK0u{7sV{{kxl`0#H?o{Oeha zs6G)|w3ONH4JC^-`~BvTu}E6E;dhD>eKa#By8otLsqT=f?qsRZvxXb)kM|v2-*|As z>F$~7WFdgPFS4eN1@Y`hr+3Jg!@93{t<4XTHS~2r-xq@f7d~OLpBL`c8Waj7FDsm_ zTFobVwYJsQF^XjD=Wl5WHlghrpFsiXvjOk^wCvGf$F`6 zjq9klq>is*re$?bIiF)M90#-ZAz_5PK8xj+eAjMw=SYGA+X|#J#fUG8{FG$nn~mf8 zc^UBcvmo3cI(y#w@}Wz36FwpKXdk|_S>(5zh7|WRL7R~YveN*mplUo*03W0fk(~7X zdOOfM=ds7=Y^tGGpwvU=srs*Iy7_n397+ygnE_|bfCz+2iSmW9h$O?ktPlZzeGFKY z%hubpjo+=npawzl*MC`zcn2N`Q)X+`GKw{=B6lhHIfv+z5&>#SSLl8Id;>#5%SrBNofhOoR_(FzYK^=(jdO1hik8+$E+$=us0F>bhp;O)Hf z{ugJR{#71cDunghiqY&mSf$+HruCm1)Qw`?3Qz*^LU1fR#kR%|iogt^y7E(YD=zep zL(#@H3|ukx0i%1cMewh(Gl9hQBLH00Ci=zqvieqC<>F&b#{&+T?TN%9JV&P*?utz& zm>Z1{Q*QJ9D!GUu*!!#5q-?}+tJO)=tZz#V#W#dfX^1w z!{ff<`n$JTqbO^xOO$gYiLR(lG`ajH(RO;*SMaM{DCJVG9mVtW-S8D~F{6K%;D`$= zZjr^eK*cGryJVTA-r%AJSykQ>+&vXXj^!Fcpu!x=5Vt9?HUdQf4-S%2)(`}251ug) zCl+YHOb_LB>xi}jjPs*$*^(Th@`v}oXaI35mhC}|=~oa~6po1+vcd6MfNL6bf}_(8 zggcDk;h5ehtE0e8O*Ybl5&W+88)Gcr>ryKyHEh6}Z+Epk5)_nhV}{#(yf+tOm@Tr?@tD{%$%{gK8+lfsGd-?%mREV1U8wbcTgI!jmr}R3US!> ze-5-GS~>2u8cH_%l6ef2kjg91DoH$m`16IhLZJ*>;fH2M!x3m-I zJkr2gM%5e^_7c=mQ;Zo7MxA`a1LI^pk@e#8aJhr6y|Xd?Yzj)J4MMd7aoHp0#sE>! zB7pN%PodsCerE^9H8%$c6bbwCm2%S7bD4e+;vt-n&b#fHN08=} z_fZr!f>;KXLMhY!R9f1lI+w(0Ya!wNngcucK>ZU0M%v~4<#z&ifrU=I>edQMa6YC+ z!=J6UBPVADIBwJo-NPBVfN6~P@(`cZk~%Y45btA7wEz869mG2{m0#X2#yUrNo9WlL zwDsVfnFylk{HRHrS91@CG2m=j{-uQVRn@R99CW^W$*w}|WIh0>X;XTizqChD$Ti=7 z!(EncuJTqd$#%0>Jht^IBF4RmovgY+N95)fQcB-bC#YZccmKop7WnBRVKc|nY{SN9 z!*&zm-+AD$S52DiAlUO>8?V|8isp(bkP#%Id<%uh{fYvHis95XQNac8E1%ujUWCd z{cij(Cm)FhhIloEg8A#+n!+C4H9QhNw<}U;@_yQ*avv7P3&OsDm((?g)Fj@!P>h?v zk&md#{tv$sA)Lq(3z|ka=W24&=ax)eo*kno5OH}R7SGp7+!H!T0Bfz|*A(Iqnpp9% z84<_r<(5UK^-wIXQ!cEB~*Uk0cL#jiOmO?zaJ zC(uj4w8XQ&D9-&*So^Dm4uiQRIGxn4QW>l0+=cm>2SuS-8PkOci@;|8DFbEZ|Kxvy zaN;YBpDN32UpG|3A-rF|_XK|JzijkKq#mZv5!7b#)w+|lZr%0xM#f#6f@haGgl&!j zmUGKn^2=^-_~UeCaAt=zYBXN`Nu%UG=iX5^#7bvRPfk$o{McvDor-9cUEoGz`H8! zOXaO!%$X>d2_{Wle7UAv-$^q;cbR7#C?3V5jHI#^b@9^ zz&pozwD)b)L@7QqK?GU9KcJ1T_k`_^o>tmlb*T1q4Ejo|V_o%<9cXfcJb|?cF6Q@sBR!YN^+s1{!?Ac za?%f5q-4bhy3EtBJ(mABx;#U zxAf^z)^+|txM#u4!_#cx&wZtWdeHqH+{Jir+u{hUcy|5INAPv*df%%;A;F?5rGqt1;`&)?UQu1*qPNi3J_ z;=uHf&7RF9Q}hXb=@y-*qN_2TFJ5x~yUj&tu*M$CU!)4MTsl(gP4Bz1;oP7a2O$qk zbw=-(w=XZStf0`E9EIZK@#2R5VsmC?9L(r<6G4edXN`XtA0>DF$>(s5bzEoHR0U704J-D z@JJ4OGy0=p|HrH0-+k4J#IZ=f;7QHDe1SRA5_*y&XohyF|i;)Q_eo@AX)V$h2?)g(u{WP7= zRX}Qf@&5XLlxxzX?fEI5aaxZAO28qQTaN-AA1N03Xm*X2QX~lSkO#?6p9{}J^k$(C zZ3U&xW?9fZN!`D|hgY3sC*f;4ds@^8)Ks!5T6F-;Bg-4#|A0vv*sHcDND-iqAXa<} zW-h222PN}h@P^B|1tH<5gd6r1fY<5nR|YO*<0n2e*OhKkWRpL@MUsqtDZap2Dhh<} zSq$-P>byM%srX^N;7PRvd0V6^7)*8Y`gZw*R=c{!bXRi|1Y(BbJ3fp4?NzsxyU_Zx z@}hP{XC1?SNz~6fU@GwnMO-4}5U1Thbs#paM%G*znCdaX359&OBFN>{Lf!wCGVLX% zZJu5wT(x^`L*BPg*X>16WPyVQ4eFqIo_8()b*HXA^FF=Um>bA2sxfm!+WQP7doP}? zf!jbT6!~T`O1YgoB+=X_a=ytPXK9A1EXT1G(>)5>Ss-6sxsbp`60F-~$A{W=@@6nW7if7wn5#5UBR;BhCKD z*SIy5dty$2gi@GBq7!H#4NC-}LCip(D!k}|0Y2#)l21tllcgD&S1VyO4r>r$EiZQ(jRI8S zFUMve`Kds;xM(vaT;sCfe+rpu{#q?8B5%^Pf%Yqyn7)m^$oP`*&2XEJz+uw=S?fC$ z-+gQ(erW@&-BKUWHZyyzj#<}rJAV2|K&Ql{(1VWge+S(VN-t-MVh`?Rqe}1sH-lWL zmgp~`c}k!yZY(w<9h#!*j%3$7(+pUtt+o6Z=n|A)N#sJs$C6@Hv5U@hep^> z=bWruaQp74Vek5PEf(y=X!*-c|4$1rN&kT&bWufv5!W-u9T_aOGI-coB3G;gDZp0E z6|*UBGwTqvyGqh2^!*Na_&QuMgs|ttp#X^C^H5T0lsH!Jv7pP;@wnN|&$4NCWO!3^ z6D=G>&G^zkN4UGdHPzKlumO5%-%n^%Rjo zr3Bf~Ni-mDbg+WnoPhb7N#_-OhF%y}2y||Hpk0Q8I7{exze}LFezNn^`a{4MvDh3b zLbT%51{KihGlfMX8DEO3_6jFHll+K?ov1h7Mo@+v>g?1@F zk@Jz!mu9(0CCF9~Qj~4bF>y!J1t7G4{#Rz_${PJ}Kd$SOYG{q;L)mG4I(n&8jNV*Dtq-A?4ux;J5!Qu)dm&V7#dUZ227@ zpGgjp+Y1hU>-9(UWkj3v1DGw{V&tn5FEzsNB4nF$T zKI%IX8J?aN9_HIb*7My+xYdmh`l+gE)#I<=vLXfJ(q$txCu`l%2hwciM^;nXa?0O& zI^0r;1dMV9z33-Ua438bfrcKrR7l(q{X0f{S^cStdpiH-9Q!zI^{lKkRaNrDPze(kJqwd4S@CtF+D?_+ z#z$4yOQcOV4C{DY+QrVrBP`1^6jy26kL-LzXv0B2Q!$*;rqd20($ftUC=cgJ?S=e- zK$!w$IOAcxY@qEJ{RF6i){vcr2%?$7gK5a$K%o1DCsbdmvX+lVqsiNBoXYPVxY^ka z-rZ>|U#;pICOwCbVjz0wF}4EwKh8tE||db zC3}6;>>W~YT7iA~(Qs$#UFV7W$$&D)YsdKB3OG(WUu7! zxBED2LM%m?s&vYO=AFfRNe4%?$AQZw%*4qD+O14aouOZY8O3C!4m5)k zff0w%;F!4VTlx5MQJd4La`6FC!g~8=Rp==jL{0^@eT@29PEQS*CbGvp5->)49|eDw zMW}evzb+gI&4L7@E@75u*XGia0L~n4moB~s;*PA0?`I90{J&5CaHkyv$^<89IOeqW z`)?2Zt28ihUNr}TGH$Kcn%tuTeQ2?*k(##Nglq+dE%)Ra5Vezmk_F4*`5NL z3WegFjIAH&iWu}eVdj0C{(S()&%s~q2d>ZI5sLtjz7@?ugtkTsT91m zIC%=Vd+bI={}($m>>RsmZt=p6v$dB54%7H-qp!%y;F@pa{;v7%Vkw%q>aOim)werX zMLc}WZc8!C&bnkU(;*8vMki?3x81!X&)0t>V5oehst%)$)k2|~0uA9rfP-^RP2qM> z+#$+iN6`^o;qSA>MzBzsu>q9P--RoXp~}RpID`^uZqaeFSfWANjPr2&Re?oR4KKD5| z9TsksyhOW|W-r#bKW>>u+_f8zWx>Jvsbs?GLrGX@+XE0BDHr!=H-8qrId9kVm0g9V zJbUhYHaKr0_h`2#aD(s^#qK|PiLJeqFYN`rmPGlj!RMX`K_`D+Z0m&Vpbv$iJULmT zuHAbtVxU*+AcPsBOQFzvC1aEwybR;Z&>nNPD&*CbS-@GS6V~~Z!MR}CUSNskNBjD_ zCe&8eht3`}X{}v~hIyT)+J-FER>lxZD=fa^jjhQ?x}kxEdiCa{4J>#ZVH9C&=ZkC9 zY^i)*Td^lHahL?OU(zt`G5XRzlp2`@4$)Iy_Zx^oDb+!8$&CkbzX~-kkK|^5?4qoP zkxxd00HuQ?8_yX%)osyL@|W3QoY!40-pIbY5&SMhs@7Z*es4TSkZm%~^BRc${e%QAdOK1A_MDwRyTAStO*Jg{bD{hVMGj5L_AexdERHt zVLZ3x+>YT`k^YjE)Id-Z4~Kg%Fm8L3>IvU?QgF@BRO73@bxP%Ca@g{Q>S2jV5@ie?ky#tbc2*eoyuYtor%Qg zS-FtsdUik)M8qE0^0Y=vX)R{KRixZk=x}@6MaKZcfUFlwH3I!icSKkg*FS>~aUf4H zC+ZX)ne5GbaK{=Yo8j6%mmcz zWf?*GLV!c%YaODkoy0afy@S4SJZW=i*ftZe|3yQozh6ExP&5GR3$vWBKP4PfiS~s^ zom*U1hpu95OqW^l$7?K1{65&lCQ+DoIsfO4@DaZfJ-nsM@!RvO8y!13V{&!r^yK8` z_aDzW)pHb}e|wWb;;Xt{`5XUf_#f1O5=yo2e|SNUfqy|f?0pfZ>>L@S%^LYpZxOkJ zX92mISw8WJyCOwYlt`)85i_YmIjzWeFnst6?ic`${xd z%ma)@%likE^+vBT7HqycD|roXe-{=@Bf4X8^~tLaH0p*+(?cIbR3n8vbc>iK20bmsr!ii()d7ghwOZU*~iC{*Ur2Zv^ASH7)!r(%w z<(jb1c{_tYAxL!Dx=qUeXURf?{3NG@a`9X1sPy3d2$Ioe9Z^Mbq^GN#rTZJKOOltO zE1piWEPEi18EQ0fWzUk=+b^_5d6ztr%Y`Z*3Kr8n5;UPEB+oemx-TVB?jgs4V1|LF zS-H#JQ&AAbEJC_mD4iYDvXSO6v-jJVNjoRZVyW)M_tup^KZmv0(TrSq{VeVO`uI1F zXmk3Uk=cB$Y{1P~1a$>)mzvwL#P<6-6&epx`4 zJ1PXMb0M%+gE*wOI2cvaQ2RS?b{_JftjIfH|o5)KToDRw$IbDq0L zzE7A+cQRAW0^rluefxyZ%!>KOBrubCIrR;x?{WO%iB)pFiC?b*`F}d_K3KFfpOjI% zQ57g(Tt-}{rA$^w&hMJgEvv_5kHt}WyNfpQa|UrmZ-?cVnl*vf@l-vk1L(~fJFh=@ z>BYdqV7y2kVSa}${~P*Z;h-<}dz|xc=!^Y<;+D~ObTF(VfBK9=)seH9*>T7i@vi5EQ zDAx%?WdpU-Rw3@2Oa%zY-6Ggy?z|l3+(5eB0kMl{FYv#5^~uVMhPIGuPG*DL7iC~* z(V_ZrJa>?t=npUCG<*R2qvq!K*PJK<+ph#F)hT6tChO1+42%pu0QRN~QDQC*O~A%^ zB@|Y=*er0E)_A}9(ufe6!)MFlPw&$Q#;>I3H5RyJ{@_8qgat#MBO*Z;*7o?48Cu)z zemS9~M@HSZxEF7s!|tipO64sc&q!(4wI_XpUpwI$Phub(&%F$)2-^%-!QHrn!n9IKZ^#;$j7${KB$}+G zTZ3MHv;OZwpeqArQ?Z;58egI>C)M==9(qiVDu(P& z`>}JB6;YcSzwHwwfViDE2DvnNdDENId6nt0!NikO>uuLrf5sQw{Bnrv4Er{gAnRZ% zXjMK|x5upf@WsQi{LU-VPuV4<#Oxe}{1qz06sDL7p;yEvKJorR+JlIh;&zqsz zi>`8Z`>T6=*1o}bHYE_hpWjVfin^U2#Ht+XJe4=e@`7aD9h4a0fG!)Z1&KcK}^U(u&l%RC!jOT;nuhOvfIWe3A?{d4{ zE&0}<4^-FHc7?Uk_Fhlo-;JS?Yaf4@7Mj@B*0=pVtBqa|h}&lukoA{lhA)kl=r5&X zSJ|*Qs*JON7(+IfEE@ke;6qH-~r{QgN41R(#F)yIf<$bTkfWbeG^o3G{2v> zfTVU2C$%gE-2~1OE`i9+U6>EuPBGu}Hhk8%c=qBuC=@bnP5TqxQbVIve*6vmM$9;Z zKB9Qg%OaY z!c=L@1v-i^p}Xe}F&Z%mJ;_G+ka-unQXduK?&*3@)$vK6bG&alC1$=>Ba%oDM)=Ex z)vXbyyzRD^w^xnkSj{C;H@Lvip~-8vMhDHqlE~QvAr7bsPvBUP3(h|k`1i9y3RG)DK>tfGP3W&M}!(rl=CD{e4#G7Oq;`uzIUB~^$o$%WnfEf;{>@(nxp$fl%a z_c(7mABNP4H|p2t@>MS#_GX&1XE>f7y-`OZ{uN_Ygo|SZmgV4|dnC*g@sV&UV^y`O zgj(K@OekhB@aPA!eUZpk@h{!R9ISz!X0h{^8+eZ})M>t;hN>$36$F0+l^PFR-la3> z(l3A(P3+1gCwHPpYwSNIY+mIONJ!tC$;_UaljyCAXLG{@AR-V{^?_&IOjkIwaId?H zpN*Y?fgioeuF@-cxjyArx$gCLKN=25(vwfHDF-OmSht`K7~xf_G(>8hx_kH!O)DHJ z)Gr)ZC1iD^$gLl>C+$=4mI8Gd<9f_l!cE~HkR~?@F3xpVCb5yd$*$+x@i;#Bf9|No zauo-Yf!(ppo+#EYymV1QwOS5x4>)kC@n;aBdohp=kU>p5jLN$X<{LYG>$Fj9hG?!l zURJcEOUAE<@xc5IaHz;Q-hMW~!aP}HYMFbx_5Z7PU9*)kkX!-t-;}_a)LHoMh>|4+ zL{B6}VrZwK3fL^wJaBk+OG%|L#J>@U1rhM4A)+^N{Pn4j`RK0iqfIhk zYf5rJ2NNa==OO=FvN{O*-baG^L2>#jBWizz_hdUo?3RNVpR+^0uwqdCxpS}L}@bT+5XP(Z_05NZ)l}7khE;fv5a}BI^Iu~6oDCm0y=OuXkD?@xFM*vxV zl%Ba+lD$WK6x2Is2kEZ~m;aM6X>#v_KA`N|0^Ardb0`BF&2DWY#H9ZuWe{$43hUzj z^Q0dsVWs~&5aunDc+3;(P6PgL7C1JzZ6;57om;sqFteD8d2VyqJu>+p&_bC+_iBCH ztdq%KSsiB~FzbWm>5>5G?}*NHXy$$61h&wqxX96~#;0!%lOOA^1ax)26t{j3Cm$8%<< z{Oz=t;9d_pLd8S3*E%ghn{95;Asjf?KCI3F90EXe^rY|CF0e?FbT-A&H@zY6b0pLoZ#yu zFy=_8N~DH43cWo80(Od7d=+Ah1)V!t+;$9c8f=xGHP3(hh6V14%I5l7WA8bS$UU(P zy?*YuDID%*_oZC>^KCuZc#F`K>lneLI`37SNEj&S6h z_A>kLcl5Yn>`4<*S_YiSND~)b=g^!Gv`jb`yROFWq8BfM7d#rO)A~1q5bZbKy*ZHR zVn}}!(0n#sH10k3r*5hW*vv&fB6rsCb*o3aA!w1uh?ad!nt@iVmLF}|$6n8eJ3!=x z6i7zMZf~AXPzvZgX|Ngqnnn-A_PUUUQJsYr(c@Z|KoCFj%-V&>lK-VOxY3C7C2-Ah z=ERY%eR{!&Z@P%;HbJIIxi4X7APg+RdS`u+?`;Wl3;r&m6jf|sS>p+efUnV^Ghwkm_ z(J=&Zid!l#owCs#hy|#6SCFxbm4nA0Kp9y*Ne)JALE)>0f^mZV#1c?Urrx{i~U)cqsSVrLDW2JBU?4 z0W4BZ#?`{LIrPvpu~=nM2ArB`@F4dHT&r6Sznlv!eQcbI9d*tB!+mrnRJGqm{V5&5 zB*tp&e=6%BNoRe&|Liz59=@*XP+uEJYl9BzcE&O#K<$z$xORP30O~$nIPE84!-Jaw z5(~UH*iaM%yrUpdRx+ZRbEIAQMxM zS9b!M^#<5OIxQO9OJn*~mj9zaDJb?cGrP@4d|0g}$_Jj;CTmV-g7m?KhF>R#0^jzi z4(FYMD6_dhj|}a%qw^e0n;?j()2w_R)}xTJgQq(QBH7s75vw zrEW2*=kXcCl)UjlZz%KMh>lax$kP4vXA}QA?JfC0mb(9V_^`A+dzU0oR1G20-A_G+ z4C|Wf%$zsOnwLU2A%yFNzHU<+ekci$DOb}NM9fVL9V*pLUW>W^tcZg zj)?`GhR=jyU}w+}UL)>6o}$LWehfdycG?lH=t)UY#o_K?N47UF^vz{UiP7MiZqyLyS?w1Yd*nA?ArpjFEq1r`CvronsoWRK4x z7w?*fegT3j((3zuWr1ju;)i-u_j~N$-k@5UeMz+fBi_s}> zwgCIcpiQSpLBQwj2V(&4Jc=eOm!%L(npw$Gr4V!DdFmd&j~97fbZ`FJ9!a7vG+U7fS=> z5?->VMMk~R<Lv0mOeWmKg6 zmP9G*Bwz7i>8~gXg}1jdBFbp;JX;hxcubPNy<5tTE_x?2GBrCHDG84)$|Sq6A+}l) z9xHZt4h9fqd0fBE+A+fcSAIcp`w%Vbr7PWXmzs1Q++zS7sac#H7rTKa8$XvwfW$Xx}ux+ZxLrM{fH+{N@N)m<;20PEmCD!{r;x z`At8r^pZVFe1cnMXN>0`1&)62m(+3ph17a7c`VArUv<0X>~QHh#bfM@O^+9cRB7`n z+qU1O4(Ko@_NvC}m>6yBqG6UYU#pADIZrLt?h9~9k5M5if9!1ro5IH*@q!B?3g6Rj ztmi@QsPOx70dhus{INTW%eU376nJUx-E___4&c{pzW=KF9{d<^JeHnqd?hg>qKl19 z#;jMYZTxc5Vzm<@c{+h6VZlzSK3#uoGG^!St8IJ2E#W88PqN!3p0(_HHqSk+cIjQW z7am7_v5@Cu#z~`x?iYL|@-uvuI_+=9*l70Ma|O;3_lhIGxnd{lr|8WuyM|1bX!JE5 zk2{XSMmPBSv>;DJ!)B0TBr+%;`N6=Uh|vqb$VB`6e_8-DeC183Szuv`m6|nD4ZUJ^G-iy%@Cao4tS4=YUdy7`9 z;*H_NQYmi!q1(()$4jjeTBh!Oi0$O84G0OtlEgv|B`)O!hec~159o#4lTo2hcDYre zYI!r;Uav&OWieaYP?34+Vvl6qG&(%mPD8|Cp9!~3z|C38XBa>h$laOb`Oj@n?wBJ8 z=F`LH4#Sok&kv0P5*EUm@4O;?sB;ifCocFrg~J**gfPuh%P@+uevq)a77ThFvnwAK z;EzPJb~Yro+y5lfK;API7A)IdvTb+4_uCvbmLioroo}MqYGjVlIR6#(ClkzwLW!(ZiQ3C)G1*;{u`}3LUTQ55kGVf) zri4WysG+p{6;);07|MfR=VBJQuXU~4o*?D2K(3(?0z^q4#^U)I=M0&p$__OeIl?3+ntJ@l*$sj8)?y)A0 zXH?C(5(E}nHL3-#AG5u}-o5U1x?77fZc&gR<)6zx&Rf0uxE6eDJ|)vo(-;r4bVwS0 zM!ot47S5iWOHfq;ylfSU@kf;g+PGo=r81XBpCAX9N)!9e=Eati`~EFM-RW?igngbv z_O+Ow6JzzYoaPLlxEd7tV|k=&j%OL|mTz87=$ef&g~cd)z*mM{d@muJLtNJoy_aSx zFo-cZ@A$2iZxv{B_}mod<7%bu*+_os*)|Hrs-=&ln*jOEex6Jm@28wW?Uxw14xB_w zmHc|k{4wb!;du~Lgj!dFrNHL%B`%l0hRZ&FUUAur4s-Ku>C(O{t`D2G-ww@e`}=77 zW(ubVX5ZTRvY&m?Fyqe+7&We68bgR| zwQ1Cg#&!F?@zeG~_AdUVd>l`*iDf0$^!eWb{^Iq6@6xj2B~M;*61g>8Qaz1UWnW?1 z_Z$*8T2gk~8O?2PA9>w3^7vB(HD0)%)W<)&>gd(A^}Iym!JotTDjBI>c_>r7&6UM! z*%&EVRl|%MM3n$of&y2^Lpb&FqOK!D!-r=nQ3$$ne^aKh8yp|T8(C$;)?-mk81{gu zjyHUsOXiPm$qCV$r-4VmgEpnKbhC=!W16^MYVLCz>}j2i7k!v3$;hcw!1_iLE_n3H1^(h<>b+#>18D|}X2+8S$2I})QRWP#zy zkPDI5HNoBk5NVl!LKxyntSpLvBTS*?lbf1I!`yUMlcbRm7fg2M?Ot}VFH_lGq`Ays zPT4Vp(s&f)%2qcckfQ#X-rS=TFx9vr5ig0oRb#e9qGZwC%0mb z`lb^87q~2Y%S)ot{({QTS6}zlw9SM;&&=v=v;ElUVF@|AipQvo7v!PJn z#I_yO3cd4-y>MnK&IQ*ygkg}gQ*-AXfchVWys%<+<2g%20*(f$07DsctbplugG?lc z2x;aL!cRI$?!N`Kb}gR36O9NH(j%VY~W;w-z0BnZC++ch=1q_1=umw zMZhlNmzVlsd>1rv%BpG76Ii=IVSRKl0>%qA577PGk1h=|GUa@lF(t@o+ivYIH zSg;BlbnD1d*uMyWEE^>#^qK2-WVFr^ViVG?d5;w4`u19h^@K_>*7CAr{BW*1ARwE# z_8?roRg-bw^LEa?N~+6l5PJ~KP)dvUoN4_#mv3dC!*M?HLT&GW_z-^^JFtIYqqYl6q$Q ztxm2xxJhC5^`b#9-kO-|bPWAQ^Y6J`%2~*FzTv)JNUd<+)EpD}cB}oV{(jCV#;JLJ z3U@h>WAd;xvuBV_+-Gw=(HLoZb=+U!0XI2xVi(zC8 zA)frLWc+;OG=7jSs%YS#*6Lfe#;HhZD-RCX;mjz|w&Dd#bbmC~(M<6Qgje_>W}jH& z(K-bjQW|6FT6reUi=|rTrs}mh*{%D@)8a%iN6T)bgS^wiI-QGq(fyK#3DJWxUi7tp z=kCwtcCULUwg6_yhkr#E#X~RgTR3$TyM?6u!@OYoPD7eY}T9ORwpN zjHHsDe-B9R8HKQul(YgCbRQwY-Igt7ub60*-}cBj)tb9h+T2lV2)yS(3=VBJ+zIP8 z(KEZF0slVp;jxEu7qXGH>Y1l=RIhPly)<}6z%Q52ya|5Y6Y9>d&6dvBMg?^(qn;zA~3T?qJD5ogkuZ}vyir@Q&5BsrMBe5h0@V)(4_oy0SJ6oSWD z7#({me-%Cv^t``((i3&m&R?4m+mN|`@F zOBxAdT4fvW6=Ae#syJT^*8n(|Gj`C=LUaD zxQc!BGTZSkWp|6Fa2R7!VB^fyJx7<}u+ZaXBhpsu#WjQGS@s3lS<-2!kx;FAf4?!b zo1;bXKhnzI9GesEyj!Mic&dzMuA;^qKkt-bp`X`i4Sc-ak4w^|(3^~%AT*(V-9*RS zavRD+JKye_E`8`|GNIkDv_Q4z=KA1wS|#fEnpgd5t$lr{U&6JFJb%Uw=TfxI3+|Rr z<0<)WV?edNUvI3e=HmEUY!rWUo*_jJoU2%RCLM@f0nDprF6|H?Nv$kXfO zTYgJ5+nC(u7t}^Z{5?+ye@z1q4%8LHQoh5$>AnC(*LGit3%Xd)eA>{B zAKFbX&x|6Bd^rpB2AbOVwu^o%MumqV7`-hNJ07l;IIOYi92rlCNX|7wgjLpxTAn+5 z&byCguUwAOtQ=b}B_Ulu!TCf?nNM4nZ_xCW2p|uVUHaftWMGn+;DAqQlZ8uXueR?S z`mfJbSNm?`cX4583XZt&Mytjc5m!a2eX_ZwTOoSJM6OU%oAq&KwU0BNnL`8W$-6>D z@^==oKW83UoF`S{D{b=M&P~8KN`fOilOY=-^un6YKXPolVa}R48g}<-fk55ZprCf9 zR{G47IXwV{B3xBCRymc$q2$KO)NY?ML#tDxKG=Enwsc7AbIb9?8|^ahIjqb%RZIqA z?ZeBMDSSnw(4@~u!yg*6LtTXg3}Tut=BYaIhJ;yk(Nw?7O9P6S{^UU)cY_h~Zfv05v% zQALHwNX$uU^*S!~ioCi)tGU`F9z!zG!n0_9@F9@z@zYV=Za;}}rt#8w#oQETmKUT( z>16WW;1@xIwW`nk&Bo0|ic+IE4SnI?J@efIcO5uY$kCKd4rok!;Sa5Tng_JBOr~&r z@d-}3ZeacS+TMnf>^s;cE9g7=Wy*3qa}@;h5lFkNcnnu1IqcN|p(%9ME$2UZG-8`& z_g6lesWHZ`cU27AOcUgiE-d1(%Ah1?XAS(6cP_}SCl8dQI>Z?cdyw2!1#pxW_Q9k2 zX_Z{5%BG#fi&kPE*Q)-i&AL_{sYb$0h}lcd_&0=zU$;g5)Gt2=YtJ=9{x0t|vcDkT zPTThj*yJpOB_e|r9m9uYk8_9EK5sHh!i|$BzE9vIO1vsEQevN`p-WW(Ji=Spe~&O5 z4lLEB>85f*)ZwDo**d3#d1E8T;s?`09!0-H<3PvATLQJPz4yF#+Obu4W}Cd{H_DJ0M^4+Ax zP3L)YwHIwY5gbaE8pXKnA@Az1VuR1t#Ft5|+a825tOCxq3@g&EEm&v7+<&`PvwS5N zU<0toCKCT^` zTVHe9h2eXmpPD6wQYYdKvxHeJMhGox1SmVA$4){PQIDpP?1%X!LTrH-Ei=I^HMXS_ zHm`_Y?+s{p{LHOfY_i#5v-cqn(j?c>tUiV>{(O5{X4zxK?kB)9uVpOHWu_nv)-D=P zsV&c2?L6=MDwjt4J$5O_`-YjaQ&D!i;~U#9&E0Y9DifCC9vXtF@MrM6U7T$c=H58+ ziDrcF^+Hnt{9E*#z*owY;^A>Uuy*lim#Daow3ZPf6v!)t_KXCNyb8zwx7B+;-toAt zDY=*(&~M!d+U)433+iZTG|ZU3+S7A9VtuN4!KgHfH=w-N)@r}BbdYta9K$BMAX zl=eg>A9owm#9^*zQ}6g-HMyeMaI2m*wOCXDiD(V&FKvV*IuYG2?S2T?;Nt}5Ne-3#6}1S%W=My#khjpQ0hoi=D6w|M_%h*1^Q4BqT|!UdB+MD6nswueo||{ zZwd-!^w9hl@MQFo#EI}Nkd;i{LFA zp@$c15T_FI{LC1eC`cZ6dVMov{#g@|!kqN-9+_-_1@?VDdr;3(&MmINa${y7)93t0!OT4)-6~81vRsKFz-Zmnt!qp@N(c|5l)SwPI!{%CG;x)Xg zv2w`p8!KtKr^;8zsWOzF$jxAVzap`CzGA*UPs=xcu3vZihmV2<|6N~GF8*QKX0_P| zf#w)2xhbD#ys+LiGDg;`y5LKOz`(k4NVy{c^dd}ATuV9T5m^}UN5$g6%VEJ6yg7Y_K&65)M?CWHHWh_#>pB-5BwA}SXzv6Wnm9fzPrP0HVTh3)D+&x zy_AL0$p4T`!?fE|`^tyb?VwaO?sQ(0#OCw0*s~*vfz6(fg^gMvEW?HrEHdJ!uh?UR zLnO3lujaARrQ1Kf(bDYZKh^KJ8w^}{CnBwz;jBo=)zqj`svVO9I7S3*`qijn1II%i z{g^+x06yX|ICyJ?VKHWlM^~UeILbIso06Vy4p847JU>n!q1)$rWUyw`e4XlX*=#Z2 zKwYOPyqYkhqbQFAY3M0(?);V^Om&zBe>2fD6lH4NWXxpICEOqhuYPgcz&Q#i865%j zXu%&aa7Xw6zFIFR+CrbSAzXy`;~v`=B9uK(H6m@={pCP(p^-4+RrYt`1xbDLiG8#Mpxvld8p6v1IR zCSX)~bdEowb9ubc&DbiLYJg`rbUU<#%cbL%&p+L4sePB+t&B7bWvGju|KN};l^g0G zZyX@~=;h;n0ukCQb`p$O@f3Om?&CB+zHvF(noCRV)%hsnOiZady%z~D!;0rqWYNNjUCxxy@A@cr zw*BNwUC`%|PQ+aiYaQ5j6BXN#@4c`o;OVuke-$u!4|WGn`yJ)UDC}3jNTy1Ks?`q{EkJR5H@K9V6{;L*5?J;x0;v%VV-Dr zINMEQZ)&h~?mk#{WVE6I?Vs8#;ciKng&q)Z^mm^aiHqUaZXL`SG54qK|2Wk>mfV|8 zI6@1(;iFqBqOrz)>#?6(?fFJ)>pT#^YOG%za($ zbV_XBP{SY_*nQM}uyfEUzoo784H5K1#^O_(MCZgF^_!{cw7@602BJA(Fe@>+^Y z(C?!Ncl+0B!(XG~W;>ZJZ$`k@v-&Lb-X{Zl^?c=NkbxCn{rzN+VI}F*ODbI6NNqhi z$iXbzLOaIodpF_vuVacwt~-xrgrW@}yKJ+Q)i`IOX<4Z5E)ECy4s7_#qTOsCfnfqh z4W?S{m0k=CMvtxCif{W^>I@Z8$}iAcZAoYEz%)Y}u zbAU*m_)uBRc)2rqCBExCgQ6%>|sl?`o zc7n4V-Jyg=v78}K=Iglx)q%eMW<)&Myd{i* zSf8hSQ1!fOmnTI&3DlLUg5wP$=;HAxvDKh0z=bo zr;1DmI#_c%_1eetbffuV`RJv@jh@!MU%mTP#eclxwHrWB!=Oq_P8>ie^_^82% z9comkl<9$nSp2Goz@6dBhwQT(Eop{7KP7#0y0lW)F&&U#NsaFn0sy*H~xgCn>A{gi=REWmR|d?t-v^20_yB(z^=( z>S4rRo}jQl8w9w>ixT^`p)ntwIK`oY>rqo{fu`qDV=Xtcm>(+rqPmi@lhAO&=KWfc zhx&tx=(1>?tr|X&k|C}j8;}`qa^$=7!jP)sA+xEC2ltqxHEk_w zI;F=+u|pyHbkByf1793SMPwhE^DP9+q&93n%&-Hc$OzcSc^9J=){&?J-_|l;Tu2eS zN9-5w7BQ*G7 z6docBhR^lZ&MUJONpw~Gq8uEA&4lkDE3nMcK1fWX50QD?*_cSXZ)@h`-t2z9r*TwQ zd4-leWabMqU?s(`viQ;+iZ1*_IX&hVS)EZnac=ZH6}5WcIvPb1&xk^Q7p3;*3zvXOUp z`-U@I&w6}NKC31WBa{o#=>&IW=^^dqOVQ5(!&251-Bf*m>%3Ew)F`+f6>%WKAwj67 z2je1jSDycwI}>zvh4hCd_w-@iH^0fm-NjH|qb@%((`?LVIPjC#=;`evO77F0*^QGF33RiT*5*g*(@HL0IUsaobAxZh zaB$|OX@=R<<|Y1#mXMVjg-{))A9&k%ME^N@lt2CA;$n>ix5Zkp6f8GWfR~#YNoytOGFoRE>l+Su9I~{#XrOgU53pbDRFgXjFAhkzPyWcCtZf%Iz~5|^`mpfzzV+p_ zESiO{>YNibVsfsz!CLP{UrZ##_HeYPUay{1(4516u+i}gMgnBouF?4mxf_k|$?Bh5 zykc@T3R@nzXX@y%6G7f?q-&dsoUrbQ+KDveh0UjZpI+b8s%)~db$O(zYZ$M)7k=T( ziXoxlZO4eftNn@0Z?P?|m1lVeW?p@qb6zpfnE8fH$RT8#8Rcx=h1cneNz2QX8G~_3 zn?LyM2ZB4NsE^yg#B~hJ&Q-kNP)}vv{h>&ESENbsX(zX*FASzy9rm zTqZBW!Wj7XH@ywJoz}zO<1`s^+#h}$M#5j^Q#00{?fi$v`ukDNO>1mKv?1aM+I#v< zNX%ix9X68V@48hU-cy`NWghiYSK;@fK?~?l^$pezllRn9h{P6|P>niIdGS&4oC;G!BCbT!D1nm}CY|S%k z>*p&?<#%b^+LQVS-9nKiBO_y3@-kAmsyCdG@pV6WFFh2MN9YgjFnh(IaaXyKPA5fq z(@Eb=g6%;3qcov3z1lkEj$0ROu|_!SP4eO)2s$qg;AZJ?iAt=L&1gU zWN0%JU5FOAkm=c_gUc(03nO;7ryT5|@|bJuR5zF|to`%U{Lqz6cFRtNmnEaTWJZr& zK8q*qhCacGnc)}NEzlJaw_kdeU%Q1ng&B4*h$AHf<>|3q5|Q2gC)jWWJ}mmry=_y6 z$U6huY_7`sfE0XCzI!*10mtGjjvfEiEPF3o`5CuwRl@FdyECV>D}$_zc%AlwWd%9N z`riVdHXF+h(fcq!me?$cV~Ewc^Tf!UODvvEeHksGKD~^~ZdslV=XW7X5vrkzQ+@Ts zuXLay2j}|M>11;4-ckvIoXb}azkwXe6*;?>mlVRTgA)lK>Zs>c+|(H0wZ00Rr-CQu z(>i`;$`xwlJn@^BUuh~!&lvah7oPcDIGkWEWLWu9>gvy1mIs=ej2F7E+ImfleA5Uh zX!$;4oLHOeqEr_NC9)=z(0#9s?ODHkk4LJ)H`I?)RX%Fj0aB?lhpi2Mpn-S7Oy-8x zc;l;W;YT@)cIZDJlxHXrWJYs_p$aO#J)0GYztnDPq{N~le<5%yc)r>bo*Rz!dl}pJ zXO1%awZ<8wq@})i4DHR%$iN|sYmzi3}@s5{4jz#|+z+RLcr@Dk9R|7)&-00qw3a!XxPE*`c z)79OD_|J11Xz23i+z*X#7#Z6qSB7NeuM?w>8;73U=Wt8cWqv1%#ERjf#Y@eXbP|f3 z_VTPA33=GXi8u#8^NUn76pP&LmNf7K^n$~U0>g11)R>Se%m%eew;{MvbbT%B``y}v zQXC%Bv3Vw$ZNXd8L$zh0xp{8ApuS}b(oyh89r8XABt#*bd+yWCX^XM0^!TYzmG-m39MU*oj@6*ryor7G;$ z3&p7OJXFzAoq=!mB0Q%%++R(qLxsneJBGV>3Z7FwZ$2#HMwrD{XAC@QjQ=K&4Kwz? z9K82KK6~^9&Mwr7`{}#m+Afy;`I`=oTaGUM8pUsA@*A8njomVq{emn)bs-he?!igqY~5#aE%>Sq-1OHv;_Xcby>pMIpEvg* z1qh^Z8r?&)r;Y5*vV?NZo>Aox6UjUJM*59YVeXUo-7DPs730x$H`0!&HWo35Jtasw zPQ5i})jQlfRNWG8cN#%`AAiRfoIJ1F_Mv8 zXU(p4941_W_j1Ykoi4(7*#0=XN8m*BrjBgwe0%OhUEPu_S5L1=7*cyDGX3NMDC13U zzMY1vp5Tb8PqbIpG1DOY=s&DxDqS-NwY-eZ#k9P&D$&eu(7qnc z3^xLUhsIrFgK5kkxY6iE8$zo12Ao{p+RGA(oQEkn;+sl-Z5W>+1&bwsmg|pNHJ}c&D}Ft)27Qudr`|hri%{RsRX2t+)7H zXk~sxN+Roxnu>IF;8lf40Ve9AUUu=jA!~W2;rRs(XzXxKMU(bk#O=?tCQP-EIH6yX zRvpyaf~9qEFVCTQ%||`;z8D#q7ii}vvz|$8WFFFWSBr9UiR$`3v>2Wmbm&%1b@P3% z+6h`|;hmrHgptt;I>X>l-8+nKcCwS{7+QC;;%eT&f-bU1jkhK91IdN!?B_SxS%E!j zJ5yimKzV|F5!B4p)Dg9bN3953H++v5UK$I1xO#kSvd4QodiEK)*w*b{Hfmq_nrPA_v+ehl=ET8AQ0L05)OY9{hnK~_EpkzL zK7NQua7J@xmKE%g32$FOajoRXE7km9vkt8tZ?8Kej#ej!o|%sHhI@QIR8kO@ZY4bk zh>trI)96M}1JGhYx#!7~{y(q%%zi#2i{y`n#;|btzETIGSq<6zL^qN-Y07c6n8F#W8(W9!!Z zTF4Oa%iX_bj6~G7J2G;f6?VgUPO2bTK{cvR(jgyk|LLb$rrpJajBvK8%%pY&fP9OE->13I$p+m!Plsd_H(zVwUu{S$<9)xZ>Z%X zR;J#h0W63EXr~yp+X@$9)^AMr-bnA`3{ahjnvjsQ7}4^p?~=HDZD;+QVxH6Cis1uv zG^4eaecZVwuO7not`**3gzZIom&m+Z={|x00tsYp8cK0wIaaaFBRS?4n*{aE6inVQ z^O%Umhh&Y?t^-Ii^tP%X_wCy9T-;ti$yHf2)yp-TQEI;NZV7ofjQ7b)_ zAkrJbz@*6{{Zrk7N@r?N%OiyxkFrGcC@Hv<*Q znEID`uc?ldx4ka&w<~n!i&FgU?bq z*}*Il&dThakCy8-nYu1ZgkRej+=RneB`k4UllE)hay;n%2 zy1{GoSmXOodEx~0GcUbMs2krZ@rSdOIIIeet&ECf+?{t^~U-}A<|dy_P0wKK0OC%vvnE;!#ooCRHmU^}T6qPzT&ZPTa0r0i$rFXl00-e7g3jIC_f-!2$lOLIIurSQ4K8Su$v zqlLf^O5evbFZrJweqC~pZk>Efmiw8T1pY)FT7405eejG@PH;1$Bm1Fqw~_8XZ|_!O zbMNG*>F`vXe1qUE+0?wOfHQeB=i#!&Gs8zT_fPKTfG~@A|0AFmew_JG34wmiQ{XA) z-c{Qf4C0p)zOMX8weFA{P8LxO{4%3q{20nn&Z~#?4!35@rtLd-UE%d+;$6!z+s3Om z(k)Cq?JJMg_#z-7Vuxjc;W>(l(jS$*Jzdj}5R>2Kv!UfuO8oXRH~QQ>WHnWjZWYTa zGwv?FG*EutMdcOKRo1ZLUI*I4NT&rEhnM- z=q%dW3%g)b-1e)ugF`i%pH_OQ_rTGp^~(;b?VhSCuOazk$Por6uUZc)f7mysaHeRI zsCW3>p~$e}O2q9RWckUFhkFWrMqeN{mdWT);JRY_;x?YN-#__ln=3br`N8I3b~~hB zXBvt4l?&$&sNG#cs$MWeCZt3EtU8`3st7*h%8c-Xaz9~0pW!#z#fe{6ri+$8=XsWo z?Kj-2g)SF~e3#9}AIsOBsAZJ-spS_^E%s$2*Zn>FA-qg;VsTrtWN){HL}=6IklHCndCiTG28MjV=+TG+UCO zy}d;!@E(^icNrc%X}z`Zbiq{U$u6d6`DKTkefN%9cNL}MJz{S4W>ze?QtjQ~!T@$r zkht=luJiz#_9x%HovrPgR{15@d%w(;YhOTMJVf-slfsjeiL)X9D3d}J4fDZ1mW$FVOyhP+uTEBad?ZiP|24FIGGseV^h#QaXxm zh9Y!DVGGZl@yE6U5AOppYvRM8iuXKNGR>yGmdVS9%0{iSW!!+Plis4@epexu-SDY0uk+*ttps4dOq{8S+cM6 zmu>d0iodZ;iwQ1Cq~fXcdwQVrO4Fuz!d=mOpD*!JZaX*byhT} z4V(O&+IWUTP>U;2T3pd{btp)qSm?fqSd!a?_M?6_k|cTD1B^1T@1+P)IPUykoi?po z%x9dDEc+7IE5m`0ck5Puh!%VCz+Jjx6O~~R;)IZF%li0hIb8-eACWnyWaH874uD@y zyFpc|$B3u7SGO5z6E5srnL6~=qL71m+m70Hjpo?wY&jn8QOnS0dpz;I0oy_6EsEHX z?n&vy)mgX=fyApjfGt?PJxcQFGeu}&7p65*ngncVg{hbhj8oIll%I zulB^t;a+9f5u|y&taw>A+vIE=llJHI2m2vhWu$xu;>d@G5y1O{&5M)u4Y`*ug&_@# z{EeEGZ?BpQ6ilGUfWRa?hL`T_5IuwLnA<(x9sn==?wI&QOq9H%$pMz= zpN7cVn_k23_q3!FE@#%60t#c;J2QQw*w$UE;o?NtS#;@EGo?AI0lU3+A5?9r4qsZs zdeiQg2&XgQ@k*o&IMz(x0(Nz6O@%F+{hCb~OI9$QyP*y4`q~J;7OuKt%fsLF-XV4U zLIc9CrJspFkFsOm)21&rEJ=Myj2j`+)C zj!kxF>PZmT1PTf4U+rb)hN?DCe+62|D!IPLblCdh4VED3t~HI6aYh43nQtVUaCx1f z%qFHw4^jYTG!GAWNIb^QV_%Ii7s7xxS|n=yyo*6Oux7Y1B(iW(Lz-LJxKL)cuJ*N% zHG8JES#_%)5Tu5*kbOBpq%pXeN6R8(o9cuhBR~Oe|SQ$aL+vrI~ykQ*!T}^)crkI-l zwsY#`+4gI7W?}`equ3Lf`R?`eTJ#qDSi=EHC`32XI@cg3YC377@?l_{ank7rA3(@Sfd8 zI>Nf|*xd8k&ZWtPj}XDj_V_gu?!hhL|g8%nVJHt1;P_R+p* zf>LRk)t`)b=Mz!ORdW1rPRUJA$2kk6+*20IFk^E5)io_aJJnKfHtxz3yWv1N-{IoG z65-WX5nIfbR3~``P7R_jw8Q8eAJTJGvj2b{_-f0t&?MEquu||r z<>N|roW9T6-1?VsVNPV9wy+P0Gfd+^DLx%9&b3Ppc82_5&UN5V|P z-V5(c8|FZ%nKv1G^nJ=gFbYOx(tG@Xksp zTed86dd0*Ec zR2-{(J1>@FtKPWlQx;Qjy|Ml^+?vui`^?vBZ|3$W%gV+dxr-dzZQZr_W%r@w5BZKm zN`gT-xo1x|vhYN^zrHEx6>xyp-AuLvYd|vN*8X1>B>tJpwH3E`1Yn#Wp(X`Yeeucc#x5AbQ8i0xjR#olGvy6bqCw&3vz zaTa9wGBPL+_L`8tAUgH|L7%4KYxBeP_ZMe&iM`h}PMI)P6$la<-&Ha1Upzp^WuNN)f4a2)Xl1PQ9YquBQ4!BX{#*FAf<&Rn>RL zgo<-6+dHlTS`dHj8|uGCAUTxJt;ORc)PM&Pb9dP(eE#oT3|+;6qn665u1-d>b0EJmh zMigEU$FtSi%gCxDUc5wP+shr(xNl`n(>T^x3SSy{aPu?5*O*koUCv%xn>cH0-FPO` z00HUZ0DkY=DXU0|8|bndJ|0w_p${qMp0It&g}$c?+!tWM&q!St`j!gq)mGggC+W48 zXOybLIpmaA-7-pk-|ez48+fe-VsDB9P+2_?BTv{z`8F-?$7n&OV2i*6>kN+ z9i*TO2gE~-WV7~e{M;kMoiZyH@%Gb_HQIsSTfcadxYu6CuD1}d%OsT-_J66%-1``pWU10|VBP6w^dcO99_ z-t5dWTZ!F(3mM$6{xUQ+;Hi^s1SGNAs~x)U0b=zz*6W0mf?nRTt}F#2Rcl)M7`H-? zBsL_EL%$&3%O-t9?ou&7xIv>U*D}q-S^9CFyiQh0&yIDcn@5Lbm%!@-MnuNeB^6uw zCgML)_CgDrXfP4{F+vF(?7+weRQJIAi>KL!+jpq>b4qsOphZ2J4{$~BR!$b7eYNK4 zR{F?G-()#vzqnksPlz%%cnmWnm_Pl(kNfGU#5JMq8{y?!H^N0H=Vo|6?aw6!S2X8w z$nD?dZI?F9w3B_C;kyr?uHe^6s2Zzy@za~#soLw%uMjBs4GWq$p!>lEP0}@jw8&<$ zS%n>faNYQ9kUnbtlV@AY)KTF%)4;`v3I!T>m@Cj*yX#KMlxi+B=vqynrF3qbJ(#Dr zmFIk)Oq=GrcoJz7BNlR(;tajla<-EpzP#h=vs9609ErGg9e~g9u?Vk?W%Ut$?URq9 zJ$aY9wpv+DBnR^En85&(&rYh%Q%d<%Mjy=c9XP&frIl&}KyXz>eEI0IYr89pq+tNU zUA)N`GThudh!)>oJ-d&kq+_jjRyESBekhjr=ffeSqY5`bYm2?`UAe-Ls&!@JVwRPE zKcp~di%Gq)`F(uxz>6;=Jwq<)ojDg>JaC^y+UV(FDc8C-MINf&U&-lbK6{nC0XRU^ zYFR#^WFwV-<4?GLq;+0GEFRZf3A|hc-GrKg74FFPb(*~)xw>1Z6>hu5@A1bk)2$8E zrJ}aFq2I{IkX|zJ3A73^@-ifp922V7G%)fobUJlSi0A6Y;VspYrLY$#;5<7|thXMo zeOljRSDydrHY3Z{8yl(`=eAYwBxrV9NUSz-rSTLU5KmzRYcjZTI36pw08R-wv_na{^{)py(gWvI|sIrIMR*~H~!!L@9(gG zWlK_wznbv>y(VN(kvp=T8}!kWxS~=y?Rv}uO4}^J6JCBo+DYg zF7pXnGxln?D^?x1=X2$%{`_nnN)?cyAeQ0ivI*2Nzma)Y#v~3@Dspkcvi16m0rgr2 z;eoK#52-C%=iE!Sr^%18hM_8~;oR^{^H9d76UyE=i!z>c?gJNnT6Ybiw*52f4%kC&=v4w>Y}Vqh%R^LIaHXchu)i!B3Tfi)A$45 z?6gSIaYraj!A}$3ryhXa8D?G|HGn1*kJ9^9QW&Byg#2*QD1sElcA%OeGg7dw*v<+# z9bvT2`g1#dwjcXv6U4~-&+sJg8Fv{HJo%aJ>?j(7!D?J=QUV`rL8r^&fP@BYwfgml zH0kT*g0Ry<7US)Rh=;#6Yt1T>mQMdn2S#%gX+T4fN_uR26DGuOY!45&9gq=tq4%V^ z?|kl7V!;E?NSm5`9^00dN(gKuvbeFdt z3*6qsA!01q9{xEgn7@E{p+??lNy)!>uUr zV8@5Z3n@0%33@E2f8TPMZFl;!!Z%SHqdRrftK|IkzK|VKCyz@%CR)?Ky)^?|Y!$+7 z$uT`~kYu@0^gzY9C~|`)5I%Ryy4$CnvUPXZ0B*m~H1+icy&-lzc94a`%$AfRbEFk5 zA=gi^Y~JIfGFLwnJZF8GHoFfwST94_(9H?*0Jc@F#YxE%wIOLC%(@z!TDdr3W>o`9 z*JSL|FME{ov^pxaX-F>O3yht@H0-+VKp+iQ@!HN1CE<@#ZNuHvM~{QAf5&0Wb0Vnq z^+fv9f!Geeh296ZxX`L!eMrrj9b`!HU|BxAB{)t_xKD=Ka)MvgV9hEzss8AD;Lx5g z+c-Xi|I(mrB}l@MMqWT*Go*u8T9WT)0PkEEm}yCW`6#*SAEE?uV}0_ElD5GFQAvxu+HgDKChs7V zVB5xLCn0v_s)d?!2fYI)ea|z(@)7z7mou@j7KxX%U%LGDO?=~d9pq(DhuYJQb!dCO ziqK8IoO2eQ`+q)%_boD475Um=?18biMM_gQEr#k)G1bmMh8S$zPvWaWzyu_~1lqdn zj7j2O1MyG$-cAT0DMg$Ln1I7#FN;qEXqesp!Ny?0pyVA=*V2LZ4Pam|uMf*aEaP#s zs_VQR^4=b(FFwG52EKnmw^f*;4}%14Vr+Ji!ri5U=9rnui$UI_K4$i-vJBVj9`%rEBjDJHoFI>+Ravm)jTg zg6K%{(B4u_I!%`kAVfttLT1{pR0V#lfgeb2W&lODh<3Wbef=T^{MBmCSftjh0mZ0q z;NiDbtvt04>7>OD{$9MmgLbl#i8UZ84iwQ;+Y(oSY){f5Uvx`6#6LYq1=nTQQ<-~A z>6UlHZhMTQI6{Ad7TFE>cBts#imh_|7|37H^u!BNn&Pbl{y?Yu!GRuT_`Jl#$my1_ z2H6VSnODM=d^DI+)#9G^f#IAM*sc)4odF>j&MR9io0L=mClwMgCamX{KUD%T=}ld= z?1Rj7I(2bQ-ZYpoMri9TFKZrac|bY7fRKMH;04wO%HGp{f(ploDUvn)hDQvUQH3AU%i8gOq_7CvXLpG>_{$x765qmukPntir!BLJ-U1FyZgSJAPB zXy;h0w!0@FSOY^AG$NV#G9 zeLf~|>L1?@+T~D}Gq@`3YC-_&z(mzoswLWt zw=^c&Q;!D{inMAXJT8?tGQ=pzSNoE5?=qAYu2(wqc}c2Q0vBlsSJl+6lcu`?rA5?! zN2?d;o1hifPtS4{k|*zO%6_@Iv6`ll-~o4s4673{HE@6b)m1I0cf&mkC!DN!k(VIY z_IU}09J*DjG~N4(px6PE_O#EDt|aX6DTmcEi2d0`+65=QhWC!h{_Xn25lpBjsWyAx zWo6jiX_qKDzO>gX{NB=|B5%x2`^Y%X*X!jwtHh2_WGQnp>wFVd z5=0UWBdg`6*rVte(Bkx-viQ9^{Y~;zv9i;v@e6COt^~w1w-Xco$JP*u}e>`56G{dWmwiyDg+=#pd3#rZM5Ox5ZZ@{V@TpeP zyR36z(|zByNo^aSCHVVL?vOI+T3-!Htg@#Ji}nMwt~N-i5LL zB9|IcS)X*7CIQ;$1{gz}b(UsJp3lILK%N`@Ly;mhO~tJtZNMpuK#sCVH1^`Q8X0hd z#J2g1`7lC*CF>Ou)bGsT! z(O-aBQ~#^pgOzlZ_S#wkCoAi~Fl1k1U<`%n?I$wzVEpx#mNpSVa0q#w=SUf!KuvQ8tS9qkE1?uV%-n}YOPlqCh9Aq1=Dks zaZ6kJ3i)&7j=tYIXLu{P(W<*d#DMr0jRdu<-$^-qFqTfU@&RGQ2$Ei7OGpp>LGBS} z?u$lp8yJ+RtTatSIH`W|;2nLEmWo&5)LamGnKN8@j7Gy0CEjRJ_`sfybN~^2u!`QC z?bzsy2xdng?fSW93E1DspUW^2+5k4^O7&MY|ElI+)%@!R&bItY_ab4S7fd8#|=gQ`NT>sEia*Z5DM)5MW4?R5@FZILtXRkHQ z7<+GjUC_K<$Y|--Yo-- zY0GgwCVxF2R{J#dsCjDsh&y(*!De|R+D=6TGaE4LQJH~ljkc3VThDtAXXJQC)y7Q* z@9;THL5@G1Xw;ZZO+A{e+%2xKpT0@q-aI|<^Qh@ZFQU=7$6ZR)Q2lzNvr(u5Z{4Zk zXvYU+eFDfQZYY$iTh8s{O*heK>yx9)A7HQ#RTB^3QO=-zZ||t(9hT8MkfDwWa>me( zKG$nj$>E7{`aXG#ociWT&KPwG=c)!-G`jJgvZy#O8JWk8xqiTr;0a1v>d{C3?hlDi z(;w79qnVo&N~MO+^TvdVDDiNiIi<+Rq>95j_xaSrx(eZ9HyK&q0;~$27~4fXI@VCx zKw38qaoyjgtXwI{ij!inH1wQJdT6whBy}7gXH23btE3VdjaJpC&LKWbz5=31r6dY~ zvnj#bTQDZqrPNkK3*BgVV^Pr?9RRxyP|L(>l9S^#k55H#(@>9cr@K5OF4g`B=hpr} zW-*#%WIE`y#W_{UJnv~H5%a1U~Fd-X@e zdFf5mkhAJ3(#ua4h`|c;t{z2mD!^G)C3V>ez-|SC9UESO=w5Z62cQp@DzT4#Ykx5J zwG>3)>Tb)4Y}#liTKJ?1R^1Mq27WjyxrTMo=H#NlzA}ts>&5KI{Hl!0gwjR^*0o1MV~vG zv^N7NCfw#>04hd;ihK{jdavgAWBr0+$A@{IYdcS-gmKSoWuB|6*#g z3wz_SpEKwqoYhdvIRTfY_QQtP*KwUVD3-15rKaxUTfVe7*j|A zpP0a^ts8&UkiUoBU!{=J%kuWt#XGYFAmSE=Rf%xKOhFF@Bv4L4ZcipP%hz4KNRC%| zSNwQ~&lOOGD^$2n4VXmZW%Y5MW1KOnSNh$+ZqVLk`e3DBU#Su|L5BK>NPJ~9H!*^T z0&isHFEy4pyz zh4b*~3XEq(^^Z2vz!GS7e`6vEoCCDBee0~c4MHC$ z;bD}JCK@f|TC`UI5qB7@DvYjakthN5AmUG=mKdiD+)%DOb-J?N=y*_t_(x8Y{4fcB zr9p5ocu}5XxMJe2^}m9ZcK+lcZeoW|Ga_*he2-c~Fv?Xt(;n=)g#nBz{5jjcPJWOT zEx8d`gbp1dBhH{y(1U4<$(P8{QNIDJqa8igJCtBdw1p`6bREXaeT3f9#!PZp0{K&Y zTH@3(fuOZ!TW4hn%7AhWC-8-4Q{c6a8%C2;|2e@KgFScFEfv%{&9J3G{533ff4DD6 z-aN1?;{K4iKZEsA;LU_KvmVioT9Lsg-LUGO%xqzw1o)oXg+^up&KPDXU0=YycKFnR z80)A^08>KF-3IX|s%tMCGo;9h8H|Lu&@neauUo!JIx@k-O!qUY6~T)Jzb5DscYW#( z8qHzxhk^LCciAW+ap{#QUaTTnafF5h*!38EeXPDbfZBoyjEn-6i8yU4L`L+N)xl<+ zL>(^?y~`D_Itu*$X`5CNqAh@P_1S>&dM<2hqXr6=fRg)4L7cit0krn))>(-nXH{Ik z`nI+k!K$aaG{ewp@I44cez15y_Ou^}ilRqg86!KhJc!E(%0v7KkEgt3SCn@@O=c*# zm?Y5au>m$oTCgI&(_Me!;HVX=-JmT4lOF`tp%a~>AwG@Pw?`z-vA+0bKF(XWfj<)L z8V_H`8{JbN7X@{mM)_!f)9xTS?d?E_932_z7|0UkN<+vSV;UIC56~BkMJWmSj?)id{TpC~=U3xJrGLIjFUHSe9MDQO=ma z@)0hQyq|-6C+-hX8#AK7yK7~p22cfB$R~@i>P3qbjo|-a_$g5nVT3&KSWxnZlx`sATdd^p9zS30#;P<&cgNvc+t2&#qi!Ecw#q5pNe&v zocJ{7sRBgefu3$PE;rCZ#vv+T*RF6Rt|IB&sBl=9lTR5xY;J<&w6_Bx$-C?aS&|h$ zcI(COCfWix*O*eUJ;#5vF~l2|P)2XzL!26qSoj{&S;bsM&gySk_BSp2o0k1e%l@Wi zf77zRX&Dp=f77ym@QJ@^+26G6FIx5&EkjC&{~=l?t>L5B`#{NklzWpYdTp&^XjOgf z=ybvAbf-(=vGlcpor9mM&Yx#@E4QwA&6X4Gu!(Zb7|K3PtW4-p1xmz%5a5yjTZGEk zzTs-PXa#HknvZh_l{Axr)XI$WFmF})UO(pgW%A-{8?j280=jOqtM}Gd_IN}WZmur| zbVN8>@OzbQc*wwg=&(L262O9mstfx^7uZs;-_HQ0P~blcx<~)m^`CKvK%D_!nS$dg z=Y~GyjVE^OVQX@mUH`$c>K?K1)ak0nkb6_~`eK)epv3CqrS^3~)a*yp3g-nc63TiU za39r%{&3RFdywK)_lFdR{UtJwprBHyd=c<2;7e9*TLL>R)%_h}N9o4RpI0kv`a! zZs1$dlPtBaHC_DGb5@+ElABJeq#jF-zcjRPidYJp+yeOUZO0%9(r`tp)3gm=&Le;` z{U;EEmFA^L%qG5jVrWUGlryzxr8~)F* zy|u|Zc@GK&q=jO{4yE~$B>x4@{7VrN3CC@R8Xx7lAVZES;6pHg+W;orb`emCc?C!C ztntTHib|FynbmmfN?H{?@$7hvM|rHxbZvkiTd2kA)O@{L)W$Rwn|WO| zo1-l6= zYjY%e$ltouz)YcWeKYDH4;z6hb9(w$&#y{F<6_;C%rwQ6&O-(6k7XK$5bTh@MR=$f2EpHAieR^e3cd)0_cBEqvLffWqfG$`yx^ z@mde>=fJHu@gz9fFD6x$w?;XaCl?mp?^|)MaKXJ)l35;3YFr;SS1*4>=QYFBNIfdB zyYn@14t-@%pm&@Ca>VJW>j3D3ZJq%X1Ni`f0xici!_gvuLxo|aRIPjScs(8a_RI#G zd!Am9=^5%TEcYZ7t6Jphe|y(|tx@n7lDXcB@$8!_se7E=6xPf7p!*zQE4|9i z05x46-AS7G9!y+5S`6%ba3VLMQ$ag=OB+w-+iRNWVl%GDdgPw&MGIMA+mWH}1D00x z%#;^(ACQ<;?~NISj`Aw$bsS-BDz$L(fa-cN_r2=9J=XK(xut}mbA&-cMTgMp29uXl zbRUk9M`n|5h^BP@>pPiJ!e;PTqc-^^n$cD-Ha8r+Y%!4zQjtGeQJO?n2;UfXAQotEp1B3|r4mQnHhj09czJoFSkzqstX!$~jBCc>gc>rJ4FK z9p$r$DKBdUOKrymK%8M4eSiZ8$jy_S?J0oNJW!*$Bz-wa^m;E+-7p{jgV$Tx{ZOWO zapl}bqtG+Hv=Ya0YrUmJ)yUJ{X~p+-B0L*<1{tDP12wQsexqqJLwU|?AK8D|>)tva zeFL3_>g6I?TmotW*L~10Cp>y=n%frRl`|s>v`{#-krP3yo2ga>o6)*n3PqcbXb0Ue z1T99av*C-i&JpjDDnY;dg%s1WujCw05M_tfXN9#tRhpe`bU&*iF>zJRD-$E_RvE76 zWIGA33+i#7W5ujoIFEZX|B<=H&1#3~Ypts3zppb@DM|o7bHMaVGO3`MA=ntmdRL`2e}?CZ_!=K`18i0WD7{ z6`9AJ$k&~uMa8(mqA2J6`fU`8hNU*oFNk@qy{xKIY}|ar;K|n^k?$cYO43h)*CssVHrWx{5OJMO@2S@^t@YAIyI8x;8c;|AAX6wb-V{R zw+H`fp~mHb9U5aZ>v$T&+*Hew4DGp7E->D`vAxS1m@~)eOsL4a0dmisEB-fgA6;LZ zSAFigQMofG?0dK5^h*)l&48uO#7&QJoF`$QZ)Luaq@bgAhO=Lz=bvD`=V}eQXBT87 zr@K@G7^2+l3mF9T7eE{F`3uy7=O&)aE-6Ua$5j3oW9~|1XHaz;+^2PZ2=i}N4ZDBd z>~@;yH9yIgmHJF$&}oAo=+4D??c8n$!*{l^+LE^e<672%%q95mqwB7Vs~a`!vm+gm z2MC2Yj~ttl>6P#yio~>+xQ&_dq*AxpbcL$QFJqO8J|5<|BR&&R5hAe%&moa@JBfe+%d})cD{CUEk`RQds zqw$NhV&9PhU8dalk5>csH@RuKO<>mSie{%mm8Wb4F^ka~<`}oqhnsBJ=>4S|WvkXU zSICM##=7kxit-?I!8pk3xrr*}T^4}=;2sU3@dI?bMk(kznyKmEK`TIdc3EFbs={;+0bm?hpC3LOp&W3bEA1*D}?C(K0I!HO;y~r=^8I4|V5li&sL*rCS z^^#=zTvpuJXTGdn!j+PzW2XzPPVXY?tA|ShpsfFscDeQ0@UhJtmr}joB@1b^GWejK zLszj82WuVsZNe2X&hsfYYo^RZcdb#{95u~2=4t$q5+AMW=5crv%Uu3eU5~Zc`c3IV zQSe8xa8Iv)B?o%{r{q8|#!1G@nzTSWFa+$$VY@9E0mU5JK{ds^Q!He~S z7i_+12)&GS(i~)OIC9DijjNyjSH`ryoiVAM_Lz_<_6py4EFuV5ma7g##S7Z*4bNwP z{s^(2hZoV^B6Z;ZCxUD|6&~m{^2Me_!}|S7IA(nc^U_X5QZ!`43E!V(ss;&rw4X?$ z8&*m+%47WWY!(mu>7h3=bJc0(yvAwoR|<8Tq$ZAe?e7uNd^hcXSs#&dKm2xK{8MbS zt0#WLW4=F{d#~4nqNUD{iJrxtLT`}R;67`P37E&M`Q)v<*HiWw@ml}IHTzT~FnU%D z>9lH7|IhpRE4za?D)!`-`{_FVZcEd_t&hp$?{AC}?&a!)Rv4Eo`QKTX_A26Onl9-P zRNLHGzCb9&iSniBm2&B3&!r7Jzn zR(bNPbF*k5euH+e*Md)AB`d~J5nu93dbH7Vb&`cS(&PKfO-~P;2IT88NWKpG91Lj` zk1?*ER_H)W8j2!k>NNFzqhkZ2nt40%?Dk0em?VNs*d-DGZ(EU{HAQ9-NP z@{7uQqq!jOShK_dVKMpr^g|p5cC=8}7y*`9llWEXncpZuuivv2q#D$@$qap$%jA%@@(i zPZs)1WlH~h$v1&o`4qfBq*KtF05QfI)5%Kgf1(j)jkoUnI>z1cKQMlx<-Zc9h6(FG zc!vCOc?RLu!UWHh)iEJgqqQ23X{n)IdK-bb@)zpb?u}`#GQabS^)MT8@5HQiTf&;n^J;FJn-`OXm`v1K z=O*LoWcKRe{t@nfTm_N^mW99;S^v^7{?ai1(lGwgF#b2uF#5k+Sm_lCmaP8xGIW8e zPl(C7^wSfuI~jc7SoutG@XB|Hgg*dC`4R52#iD#yh&a~9^_(}Wz@zEyk^ml7FtEXR zWOhn&HX)p`-&Vavu2&Cxb=TxA7O)P9H#)noZ47bjBb0PxF!dW$=RkDId6GiHQ4qSE zLhk(0Ew4=sYE+olb23~pp)&V*j-vH#Az%G7SsYfz3Gp_liQ21FJVwuP`K_9&HDpk0 z4cvSEu`*cRS#zphv604TvG1SR!yZGjOXGmsO8g*_V@Lj|Z6$st#Kf<=o_B(mtT@?4 z0y1b*Nc>Fee^^l~!)mnh=(MQtV`=9eYxkuh06HZWg8!Jf{1; z3-XKag`FLK@e84t0lf#3sHr^7x1@2G;t_GLY5+e8nFoPTbCb+1QS~spk*A1svFG~J zrL|H$CXUTX^&w0NzCLduC))$lvbr#>aDMIEERWaB<8zQDP@gb0U&rDz)L)8^_N!& zhdVl1!byIzz{0dvGGpx&oZ2Z(X%Y{&08;P5g+;i6hkzvE$c{Q3vBnZ<|B=sncy76H zxL4*lH&YAOekuBg1vQw0)P5~=2OsB5o&vuCTrc|;{h_3hT34CNMGPy zdp_U24nw8-Cp&zAtGaSHtr97`)z|-EXZ1q$SUR-ben_cK71=8u_Go*RKJ>bRu+}JQ z)qB9)N{f|M%rasnx;|P=#Lfq5h;f0rg1VGgWB>;EeAD*H;dzL-5R z_*zMZH8)j55^sacn{UX&Gw20CPJYZ0V;OpG{IqWs0E8TbKDR*UB{}v3g}5C4k@|2k zd;vS>wa=h5`Wfc9JQ3+7)#!lIl`@5)r{TA)=f}b}!X?5*Enm=iP0ri=V(n)vp6Oq; zLyE!wgS|J8hr0du#~CA2DpaUs4~3{?$vP@qib_S+B4p3bSf>q;1Z3>+`j|t5v=~OzloK zZxAAIDi|^$saHG-Bo=jpgrTY-coP!vsqQ?^qd=OTC}k@tfCVJz0>k2rQ&hyAXXJqf zs+M@9;%7UWYoF#U;jjnQ1`cjs*f^4=FkLAwthVf-ob1t^T{^>QH(|hOok-T7Y|{0! z{N9$f(k*-O~*RJPk^f~_BsAuV9r}xl}heFMr{u)S_6mM(FvYfwE?0i^6nvr1UP0nn^BLb`Jt{Yn>KmnSYtj}ldg ztBqdmCp9XQR=#aEPa@6*!vlo&=^AZ|HSr(FpeJ(H>#7VnOolX2sz1y7-}3QSQAXkX zrSdG0vp#{!&TQ*uoui1VMhjDs={qky(}{XmT?c`=!+}^W)SERk!q!PEBRy%WRs-EC zTFVb3d?o4?Cld7P{tZ4MoINd$9|dc;O@02B6NL{Tg$2Ey9X*g#o4gMRogVMXhx?qm zOVf49ODy-}9Nz>fPdPci9SKU zvn|91XH(_o9LVhKd)Y#(rsM~CR-gJ7FO)A-cr_&{OLItcW^J(=;@b-q+1)PK^4_OORnBRNye+1l7R%${ zIJug67>~ZZIH~z&>I50Q0rFrsEnzwcl>!ZCYKN##Nryj)RHphx`{=a;9$~ZDod<?!uypo0Spx7k{+?{sl_{e`s5y;P~8pFc5O(8O^3ooBC6;He2ki$ z;#BDfa22`Rp%UbWA-Q6w*r-myUVdP=LqAMu{(>m1$T)K}YcZpG%dg7%z2SlWOYQE? zBlkP{z9&%xWV(sYI`LipOV^!iRF|qBsWA`Dc=HOJfR+d4H=iYO)k2dolKa>Rgn2}~D7U@y0~6oxvWG%w6eGZ+i1yF+rA&E!DpB5HRzA9PxNc@?C^X2l zh5@|}(oxo1$MsjIOPojF4OJnAFNnwGyz%8`W&~$(X%HFO-ssb#tnzJu^LVCfwn@xe zqXr+X9ll@v8O_qB!i5R3vU(y2xPf;82BkGdAcgR1RNFCW>OmBtC)znr2x1AsNU~2d zF<{;zDI%}?M^^gWfm&XAzb(=YpM~Kj_fAR|X5NZTT$-EzJXEecTd0d0ebX1VIcc-P z*vmJcSILCH?j@Gzl9cMgz8TkU4%yBZxbJbvJbqrKQ_&XYK~nyF4R0gTIMg^Q->+cO|VJ2yXy%L7TjML|%16KetWouBGT}GTz@{`f>3DcY< z$2#)`hK<2$%uK6>a|y8$A;}T)`yt!#^2E7nfkvpmp0H?L;=oOG^u@0pCdtOG8kY9Y zt2|g_A^fJOE$t~ipBE6!a0%4-y>G%4%@E}6YmzY<@Un9MJ}h1F3%33aNPTE z&YwQm_2y2PZc`~>3w6=UqrDFeb99yH*j{AF%EEHB6q)$58;{;6_ z*r;A?O_la&Dhg-Lki(5a-`uoShCnX+;SE^tO-aA84kQIX2^sRlo1_)MyZk|bI6id; z#19>gT`?-1>m_$hJ4{_rZwwt0S!w&!*Vf==JhRe6c?Tg{gOim9l?1ckOwGP;*P?3X z3c$xe$~TcE@;%p)(vMgA!!2r^Zw*wYBysvTs**#`3?*(U87p?x+F5@H(Vl)AljrBi z{yUILgvq;3#>zput5brAy)PZDY6#a*oMG)zOv*FF@ou5DrXUf{&sICy4g6(E2>5J% zvzdj}%x1U?zI{e2t%FIN^^?nU$M`H^&+t!eFP-&_oxey=t|~9(&(CnKN|gmv={_QF zm>mwlm3LDv1o7-BU!B*ed|1aalR15`{qgcXdZmHkRxaeyKSMas;?MAa)>HU`+Qc)~ z{ao=ZXXEs}J0{RIm4+PP&5e@YFHXL?%an3onT@TU*#@)4cfeinXqf)taU5wzA-)P6 zHz-tY?(()4H+aq$Gyd|b(|y_J$7WB`D}8y_%1N~r!4SA1tw9KW`A!%~H>b?#sdA#DA7;QqDxe<0vsHn$T4-Q zE_I#$hZ9kq>4}x;@|)>Ve}paez;F#N zVlocxTU3@Or6;?!mD!S3dS!bdrjRW@ykewuYhHNjd7v_zha@c_-Y{$0IxY-N)M_cjHIbDfvCSvK#2 zKDr61t`10)ukf=n+ zZdq`qC)VW1Z-E^#;GS=8D{x?a0-d)>7v6hj81ZJ8{mAZvnyF<2NqnI4*?Jw0Up=S5 z{)i9qM^_jf9%<)6;=!X$yqkY^FYSex$nQ174;-}*OX{odxL9mes44CnM~~uaKEqtd z8~uGV6p3C?y|Gy0;jQlzi16 zq%`!tVkr%HA1~X`l@296+4f(Ut`s-tFSkk@Y_QE^wQ!-Y2}9P^VHK%XiC zK)SL})K}o|)F9^;z(Lh$n{7WiNFCXVocxW8G>#~N_ARiD z?keh%(bC7N_S^Z6jv#JlH$tkT4EeWpi&nV$YkKE=I zOR6Eq{+r#<wi8vP2t0!+I`V{-Wtlz!C$u-+q3!_yy&LesY8uc;9OJ&JK1 z2!QOLNQM1zi{BJPbN7V{sDof!rH&2%UQ*}$+BG5^l9XEeoDx@`*L*t^;S+&ce5sa6 z?GQ!3g*w8BhL1;oN;(2=1db2Ami>kO?X|}`xk@$*W6x`YsNCSnvHA4aYiUX17IV)W zIj1GDq{_%Nz@;;w+|1ci6v8O69mRswi#?S$yY3-dPZFpkj0@zl$Y5eEfm_QU3_Tm$XlT^ocCrOtsapM&rkJ>YsB>Ws~Kkms=uFr zAqE0)i)MZ!W0OzsPK4WK5zF#7j}lwPod<8Kgj*_1w6-gVALC;}?svCC`-|Pm%Q+3z z=bXIsJKf1$7V(gNmZ`1h*wmDLFihJ64>>eQkp~P{VWmxI6W}&tu@67;#>jp+esPJIpxqQ1UpQ z1w&%o_$3PZDZ$+9T5XXzL@nDB7AW5@JR zgX?usK0m*A zj`OFt&FhC6;(4__4Ic&N3)_D~EI_8PI}$jy+jVbBT6``0cxA9uDm+3&dGWdNpiL4| zHCVmg_8^Uxps4)9?#0kD%IE@`TH#>(qm2~&l(DhOS~SKUB5)_6{gj@_-!*R6hxDJ# zqA;qO9`&pFo#u&9#W`_ofV=N4pr+=AFqsf#1QsLWMnS%S|DWd)nW?m6yx z#iJPvR<~$&747SSpr6>1esLC3*am}vEC0|9zvTrom&c9E`Rj3SN_vx4W|=1mSI0S@ z)hq4x=x`shs!gniR7Hb_8?8`}9h4ON`ZhM|9u;URzg}sPjMHCQgWI3{9HR4eph%c^ zJQZXI3)!%@mK-pDXYxC9&*tBiss8&4?u&9jJ2}ZDn&_HU1aGTrz~RXFZhy!^sCo4D9I<1GeoLNy{GRR`Y1!1U+K-mw*81^MyiEZF!W zAv2a(xz+v(Qa!x5Ui^30A;&a+fQgs&S-lBciG-1Sv-_UrUsE#>)$*&|oXRN>gCKgQ zOIP#SU*vF@NyjHnG&L~)y&h|jap#jF`C5N_kjvtF&u_nD{>|~Z(;tPLXHIIo4cF#~ za5o9f|23!qA=}TvGu~7UfITlmwP2fj^3kq} z1mei#g7V1YN%}wwp865#QCiS$f3*e-6vM@AxPBPkLTqnR@LB`6yykFj)jL?_P9E8c zrfxLBTI}qf_(@V>M5ep@SE8pf0!?doCS0Y%Zvm#*l4h=p_6Mkkp>in+Ppxpnk?}(4eO@)chz0LfN<&@WQ{RE0d)1&Ja zCN1W_rX(QOg!wu31(|dKS9%Y89dM_w{e?RXJN_0K4n%+ZO(oyTT+P}&H8_-3ZeeU^ zmIgF_zjHPUc;Ii%(2yX=5)Z4XNdCQ1EpYTIwS>>YjDLIZ2&y>g#^0PgB0)&= zQP|uX_c!Ng!00JYzZBPXe{WcqnZM;Il(0H~w%8cKUC>jOK9tcg@muygv#h$e4;CnR9osHyz3)g+86+k$3^S9rEGGH-vJ3|ZL+;CXdw z+6PxCQC;`y3!p~-&a63R(r|Y@+C%v7O-=(Ww9bTg_`%>jA zXDx?Qe|vZu*d?34J3S5NtQAV(6W0EnSzy?FT1Mj8S*S}Ynp_Y{WC@He_@KA+FD37Hc(qQ?6OOoNv_0^*PnVHmQM!mNrYNNs~K8E zL4vHnL|A($)fi##A`0GgpsMG4;~&7$znwp(1v)|N)*CC@=l{BGnT`LiyR?&{v9|Pn zpB|@p*;`#fO`GdgmU?gQ#Op&GL4cwiVriT_8&wTy0$|SBs8<|ur#Cm>Vm^c*GajQFYo{Rf{F z*e$g->l%N39^`PdT4_-N=0+ZDT0Zj6F`qxDGR|`AV6&YD z4?Zx!He5J5r}@WBR%@z7kA$g*5`-aFqmGVr+UQVLn41U@(XW|px8T=^z`>|yP{Yk3 zM9|#7W?s^W0(hMXc7pU&h_antX?U^~dSiZ#fTT_AbMgz?+&B{Ny-@__b>6$J^yj=z zYNZ~gUl8$P7CM{fJVa?@CD9N&jQ=@iRS@Fp1<&?j`PX&Yd)F!NH^S#*vT z!qieRH5bQek_g+c((E;GIajYOE8%~_7lY8z&NQQ1Cu#U%Z+JkxUN2JQE#B?l6voTh z$h3QLsR$N#Jvp@vNVy(nzOpzC{+cN`j@+y=x#QHh2n_qQ9=Qmyu_>ewm)DO5VpYH; z>e_Ym{Jp@kg|A2hsq^BhpOyW}+eJ54K=nrU<-GaTZoLjJo|*S~AFbGHE#k2)Uduke zDH{T|tyhmj#ncn9lhF9{3@~b9@ILuUD?GG0%ShmsgeE&!jCfcSX1=!CMfg;`zFxk} z{+&yvlO0ffdFAQU)iCH3|2V%eE8E532`%$SBvYIy)*sq82=;Xo_nD6+crLJy3o^${ zpO+-4tnBlw&eEpHuev<`j;LI|y-q8otv1eOt8KWU8@F=&-*oLh(au0~x%XbJcyyiF zeChghUVf27mr0II-{UB9`QltjFNN2bwP(qHBI(I=+FASudcW$bjw)aMhs}0hJE88I zf3K6Nco%=qYP>qv&gPwwkWEeecwjVD3U3$StoLB&gfMJ;? zAQ2{7KF~D^(*6W6Lcq667mN}O{{r8JdBe&^_)LakCxW#?ZNDsxvADvpbJtp#mkxGYTjuVn`-nx0}=(L zS`NloUE3WpP}`~sW<&Lj+ZO7TL=q4UDdM$9q33pB_rW60O?)R{wuWibb8cw`IB-c+ z+hrB1%&pA5NxHc@{i3=OX|jVNs*%uHqL}|CF;iz}YV{Wn#PgHvXqX-bn(&cEuq3yhwh{~kZs z((_V&&{G$RBe_Xb|MMo{<9n~PwF@h>$WGO62KF&gNRa!Fj8Ry9MX>*>8G+WKz#>)mh z$iuFGgyHR=Y&)FuMQQ5c2c&f&dzuI1ME-IFb5dAELw5OYQ|E58s-aa%?!mF)=Z9Is z^&c#Y8^$=2p|W}0+b_BBZ^Cq z1q39}%^U^gjQ1C%$9m?QS$d_+mK$Co1-=nkFdL$!ki3Fa??JP&zmoriCl5!E;@3c! znXy`ar+cY1FtIgIsw+G&armo!JRKf@@R@#%i?n(i5JDt`SwuzHOqb!6g*EG7^Yh?{ zbmjm1QLtN{Gtv_S`Q>3EtQO>tw8E<%(>x@|k$^|_-qP_hm;w4k4NzQrp(esp?T_hZ zKc}xV+N)wE&j*KtyKoyW?6yVDZt8`d2tzK6(>0E3#}TYk;1H4tr`l3`I4V-~X#&5R z?2298NKaheroaz9O}`RC8Aohaf7JpYr}@j|P#OL&ri*)c$o;DA{~xvPB8lQYq<})` z99bTP>zek&{W&O^#wkAs&irT7bbdM**5F{!^2EPqRq62I2qO^t#A5qLpd+^099pBc zKpLNOzh?C=C^VCF$=E0@0ZQHYwtKc9p+zYmP2|s^^RzIt4DU}?2WGL*d z3?62C(E{cevbUyPHQcn3E^eY840e6uguT z=}~$3LvfS>t+EIyj)f+2;^mOC_p*(fxx*aT_)b8I(6n+Z_apG?iH)!1o4w$XC*_*U zZccld+5pyzp-CWVR2 zphnc;gb)qx@Sy+aP~Q8__5Oy=eWKugF6J% z36RYLxNp;cHh$?f$oOlf&ZbH9OgMoE^@iW!iN33kS5WmL5}<&iKJ!{=aeoh1*KKbB zbkeiI&TJNL!H3|hhnPkT`am00_ZcjSqHtrf6$@)wFM+~w(rzyPX_%-9ZpzO2HPkxC ze^Y?e{l4K7ty=nJa^G4Kw<NFQUbS-2qtt-vYGFp)PD z?C~wICcF_AW6$6vA3bzKpc3`~hwM2w@-yoNT@qlt?tozbEb{sjbj3-j=yHNH!>Rl= zJY0m}i5`=NR6bmrzN`xqM2jHJ3Gkf%D1?6$LgW9wLa116=#HyCE?vN~Y@2*Nxb}9c z{q;lHCX$D8qfa!SF1QpG9etF|=A>cDm#m!vb{I3%;MK2wK!;KqWRy68 z!_1)YgEFjvfv#v)QvKZr*ZAq^F<3ejqfj7LgTVRX%{iQu6~V}G>+36YXmeFMJWuHU z+eePACk+1^wf2xwa%}R z_oIWqVei2{7e1ysVEQ#cBk-zZg&%}(yk|Bh%&?LeQ6C)OJ42Y45{=qNkER^DzOMdD z!nHa+g5Sdwv?6s$Rz7;PJW8ozd`sKodw8CIUW=jZb0_^8mFtamp1FR|& zEhn-WehMF2=7zlkRZv;XZg*3YB(wM$h$q^3u~|1a;G3(nqU7CKNjbZBg}{S1vtkK? zjhVw?YU|N>(`wrCO^SVl6&ig^A>5gVHC>sEw( zT{#kFR>c@M@Y>*5moa>eY@}~98JF^JVk6EHgE`=tk&ArsUG0S<8pv(;W7mpll7$p;Bg)SkA!0*)O9z=9!29``q}{HFUP|Z zjV<0GcENLav;>iE9;3sX_MYI51Ki$?NLiLS${cncPHQBM_d5HJf_5tT^pc3%_&i3U=fyOrj+9Pn^9q<*$ zmZZ@!xW2*?|4p&Oj`AZFn8u33x-~3<^8Q(F8&g;W%c0a|hm0PdbYYQ$0vzC!S>^H9gzLc9;&;MCE&pHP&GnCK*hn&Gt{Q;I z$bnP{Huil^ntsQKPh?Tbg4Os=$ROuUXkhYzSJ_h;MGF+Buu1z3tUv6&FxmJ09+0%U zw1V*{3*MBkv2zUw2fV|c8$WKGCMkFUEw4n6@TDB}9xvn0zA&_0LzTjR80NAGn&p93S??hx#QYZ&|# zgimZFU-cFKKr8^uNN5#A4MlVsZk~Pi{$GfZ0ym)iK5UO7t7Pywm7NI@J*e~b#T|X^ z{O{~)M_EbXp4SahB9I8>kswnf8l^-R3}axxfrqFS97vWmQjNn5NVNMJe0P>R5)Oy? zRKNvYo_BVCkA&W)Us0*np;)u$&#%1q;lP^`a*cfA{W-JQ5>zYJyV+?UIe(BEYPgal za+D#|7@4}g1KiUi)KG)1BuTo^YE7|pDjzFsc>{dSed40KtB_b;CUs}jUhv1?5Wbtn zW8BELj;?PpZt>3!+ZRD}D%j{cCgrTei|1*nz0C;=QUfYn&Jtk*S%c7Vg3%m~+BO&=tl@6r_ zj|-?n&eAzoJM=#X{J*3i7aGTSxG!n-9XkZ6U|s|HhjU%%zwUp45FD5_%0jCW45OEh{bhm z_6hn6h7YEUyj$|^v{OzAtvPLQZpW3{IJj%;i^g>LD-a-Yu9ud*DF8cdd1hty9^_@d*hl%F1P~d6%;T zwZ|yqF2kIW$XzkP#^GI)5ST@1aK95s1m>O05Ie_s1elIhvpQatpwLY(uFZ>gJg15g zk)$%bDfcdQPQgZt)5lKX>ChQeXu#+Tf9RI=D5B=qA_qhGl)QQ;!mejePK6+d(SxU2 z5_kyJn8H85Tf;`uiRo%jVIwui+^F!S3YMQ+yn*QzY=q@Gt#v5Y=Ya^h993n-aTv_Z zqu4+?ML3sR&`Y2}b>^e~%_1PYa%b)sqeMWQcckChAkdf~UXrf`K+~QL_yu?x4Z;#h zCZ`mQ=c&uRy#>t&ub%}?&~?SpV1|{Iq$WvE&j%`DAB43L&dyqUreOUjN&dChXaS~Y zyE>snZ)Dd+fNu`n4c=!&eeME3q46R9#y-;vQ&;KGH`S0>SMqF6-f$U+^ix&w_t-R+ zN<=sv*@cpjfVMjQe*Y#pc>J%L3HGe`@r!Ml$G77h9c(b~nW)FnC=3}8!ps=N+)V+7 zV5Z&|hufP+K@cb7)?z9E7t!$y=7JSEMUN^YAWVdw^gE%;@c0!`@@;&mu6Mac@dr>{ z?H^h1u^@*mj&R&urw!{U}Xr^PNl6p(3QZ<_>!FWAOK%3&7LVAVI|F=;xVmz8T@9yZ#uVZ z$+$3Rw6plQU-H(R9Uf0^x{fgct$qw8vSI+TQ?h^kg4YH%(~NDn{}tFj`U)0}*AaOh zT2bsSbn2vr-I5}LsU(?*c*OEITIiqJ1R$|E*h~$A(MR^s?Q2lPC-X(#>*%@Ai%-7@ zP0f_nPE9>q38*{O>c#r<`;_!4Rng!qt*_+sYl_WWjG6F1;GA!)-*XE9KFIT}_uLi` zfk)=7M<=Zbs|tI`Sw5ogZn7`8x)o_R_mmykxG=Fj{q(y46~r=`tgQET)%Xj*2?6NX z$(Ptj&e@k=OdY1dPk3Y4$yMm>f)22~!kO{L+iHZM8!ga#?w@ws1I0Mc<=AE}7r5P> zxXst-mmJ!49dNw6(br&gZR+YVZdH$N!0Mv@j){k0_1OPpbv`S!+pk)H-*&>dEe7Tz zqTptyV2x%FE5>H?oywKC@)dLN0E&HCQeu;f9y6)ze=F*c1(8#)&vvDip6{$-cMC1C8s#mbqz+EYc z7(W=@PLD3OV`mXD17O?O<_jh?Wos-cZ#;rs2km3T>Et(!X z?EI1k&l4p2R)h(S^R?X;bc~hc{6yd&4Rppap=%LW(g%%XP|#}an47TOzb6=cK(-a` z)=^t1Sa26rg`e=-T{{N2vN3VK3Q%>kX6v;kqV!qiQbY+I;L@}z9bfCnq-WR~f&Ik=(O zk5ATP@H_+G*%Z+GL9JL@Rc_k|KNXCZ>GU)ROqe^5r;z=)_&1=z)WTLz#G2NFZa&Wj z1X8Qwi^fv96z`T2EDLtgi{64m8Kq>!c*{#3GZV}i`GY?a54v0eg?E7u4)drYeurw5 z%oVT^EH`(KApm?hwxN*4nX(GZl+b;i85Z7imoJ<^U08KCbr-z-JHlnQms0_yO3D#e}2jcdvm+2lr#@KrY?#hB0>c-gc@lh#>H3_l0hu7hK4s@aF z6h10TVC7F$a;XwDN(1*XgI}9>MO~2_jjLqVoM)|p^nwm29(xcz=oY~T$GA$+&$e3bD`zKySyB`!GVR)aT&i z-rakPuTjvn;@$v*zMemNr4Pvni)bF zUJOF_ixmfw5QjUbp}E0C==dv=Z{XAJwOreHyj87 ziud^K+vto$7FAyT=R>ip;~ksgaC!q?SRv*fw2qQZ=4hFb|JB{dbM$cURp%4{$M5~t z6nG9*Hj8K!qJMX?V^R=tH2Rll1zEDId*DtBPG6CWrbC(Zx1>J1IPf&TOrf&f9X9!4 z?#7R-8m0bt?mruv#7A9Q%c)o|^rY8wWNGrUa(*r((4hC&NfuvuLzXmmVi zR)fSBgGs?SnRlI~B#_@k>^wm@x)KcUq$A!FZ{y30 zO7K(u`f)g)%$YZ12FPOTS! z>Iv^YihzpHy=;6Ilxf1o3&4iO$G==w;6NPbF4`mT!`VY_kqYeJi2LI^U|A#GD!uzS} zq=48Z9zWAT;{0RZ<+hewt1-j$qLc16xg#4tKCQyL^z$!i&f0Rt)U5$Lre&?74T8?t z>;>~bqxjX?hCnryScT}mTl|gO6LcJ@5!k{fTdxTql`gzj&m&&zH%&1b%ola`3b;Ki zHv}`W6=%V^8;Kn@E?fI#SNTNLkY#11g5{T|Un~pqEGW4B83EQdAD^hk4S_!pi)U7X zZQPjRVKs-RH#%|H9`M(u!H|z9aqF+48g!O2{h~GjRM&^%j{DN6uIAd8 z+c=Tm?&K@LD&wEqLykdhS3kbmESkTi+sf*JwR}O36?5F)7ipuP38w7;2ghNi$o8;V z-owg+*C9fX++s6+hl*?@rbqlBk0Kt3byeIq2)=^qVw+vTDb*khHCxD)h{Izo-k`Zd zSHT;afhr=zukN08mndOTh6W|3u-GL3g|2@88hW2vwS&D267bKiM<;JZa?>hNZ|5>rAYm)zD=FAR7)w1P5Cc$QrjT1sl6FnD+ z)2t+a(O1&xK+Ku7|2tPAKNshp*Do^cF>J7~{7gvwe$U?GhyxC#u5sQCxbum|O8z$% zmb5Zi?y7RSM~j{jjg^O3X~|J963s?peD(f#F5vbJo3^A~*P+IS#5)Jw7|_Lss|pm) zpo<3>UBnd;g5*f>8Wsa|)%fxGPw#c-0R+lw{J0mL0nTLMqxEPuG=7MqY!BR$)N$_a zjP$V5jL^?d%2r0FD~ZZWQwqZ$ox;QyzHzn@FZjjnpE7SNJ^SI*LtyeJ>m3k;^#9(! zhGL|2_faY0xA35W;`qUPiVaE>gQAypy9WlBhjIs8CL^_Sf6S6C^N!2LaH*RKl#G{x z3qPln`eUs?BXh$8g&2sybtaH-5HMkFv#`TE{=h2wPFBCXhzDM+PLztn#(gwr!;n^nl7&Cqjw35Mj4QwBIrwp|^>FR2i&eE}T&hS${ZZbM z@zcT)q&-1AFRjzHVnrO9sZk6y+u;0=RuF-a|M$W%O2u(%l92(jgsFxb?PTB8>ic`{^gd3 z2-c$vVrMh&_QYh>dYPURiH?r0QJ6RreUPj_)wPE6?Nv|!JnmtKIj9$*OaqOEKU95y z3QyyePT~QeiPCF?CI~Ffih&qR$?Ne812n3fl5@IvmRDrLf4-=wgcqOqp=`J)Wsdya zeX1@gpl(3_O#Q(A`dj?;?4;@!#v&b`(+yvYmaWb@dCx6uiX)5PPQ9e|y#K9eV_};M zLweZ-=f&6e^M$7RCd4dfUW(?r*@Ot4#w2e=yRBJ#H`ZJ$liUzuE+gmv`pdg!&t^e|JC%J@t>dc#_N`?o?R+) z#&QmFt;(uoMxM(Pd-o_JbT(uo2K}L5jgP-^#L@7KsJ^IO5^Y8D%Z)s>28d9@&o06o;FznW)|T;j)jD~_$SB?1O@lJTwOV_|&hlM^o!Y!yTT2o1j+3cJ z1&o?AjX$$*^Ivw)U!LVm$f-yzobr&iJsnvbzmPN;?{rFDZg`2erN*#qaWHiMREz!- zzT5$hyQ#K3d9SA^g~hF`aMvv=%{9CMSz;dBJ9|*5FHg_FxAmjU{bo&x1xNhnZSpfr z9q88|+9i)K&KJ|VWm{!rGZXAxCT9G%BVgBoX{&q`eGmM4w!^+fn;>fuRk`_V6d>Ya{vVuuD zpRDRWOajA(dr;TORE?AiEsyw&x!3KZFFE168}Aiu`|l~jcODdcu~I(Y zZN;@DWs*f&eN4xM_v;s*A6rUo>nur*8cwfHGxHTwV$zM2EMHI+)qlEka}fFVRkG7< zYqT-c(*CzZI)dOi071{qVoE8mtUu=WY;B@^n3d}fR2q0xKXx%~&1~2%v;XK%wWsA6 z`*_Q?rC4nUKJ+h8>L>mz_t^B*DS^Un$~|Mxz8y{5hU3D=3fm3|uOG8PD=_^F6!{8O zxd1apSk8&oTX&ORgq2U4p3Ap&k2^SSP@cGcr03lI1GcQ%8+S7P3lHC~4%jW1WPLa* z-l=@`9FOm^n)h7l>YWIcrS|ul*?-}=tM3v#^sk8AAEh4u0%@Qc_#&u7K|N8_zp^xB z0QZ8Te3PQx0pE;6yJ=BcR-K|ob2`GsQ*~7!DNdC%zRM`H0CMtjzHjP*PG_U^6Aur4 z9s9)hi^SubcJ1CBRoK0By5O0CcMvB>j zAF%%HLtza@;j_yqCvnCe3ClCnPA+pc)tW&bd*XJmUVqId`0H$}HMe1R?Gq2y&|}aV z=NE3?by*-84dhsxYRN1n372S=GwZ~@-7q4hEiU)@1)6q*%eN~+v&+PY+4puXCLCtr zPHD;1<1%$rXyej^rVm6nvWnB2oOJ5lL$13eH6+Z{97kgC@rblql8L&>er`e7p!Wsr z_fufjLGWYhHQ339s^9EozVhs&6X`$`Z$fvnOX^XVDd!KVc4;!=_(5OE-Qs~s0hGfW zrE`hC^Y3D(x;4yd2J>xe$2W{~n zZ+O4y^V0Yi&4TVnGLrr4PGZK{Y)}Eq3$ey7U$%G;&yt(#uEusmNjO}*I@AWeF;)A2 zq}IjMi8=Z0n(+M*SGv?Rl>2QBm*ySy4Jppa+!wREJZ~SjZ4S2V-pPpPTf6h@=Ox#+ zsoDEV%jK(4{$08j1Mz(LPiNIpiXBn{z1L7|28CHizz;W?4tHouGppk?^AjnNw&zp$ zk}a|%>#(!KsU(%OWVR6@%1LnPk!l1s)II^iqp4p0JN>sjm1WK)^n8;`KkLpAx1Yk_ zG;nsdk@5zY;CXvT%M@SP>8dAlGLIiE^@YdD8zq|jXvQ(fZ<_p`QPsR>WAwDbi$S5_ zTWVoi#}=1;E_T;h3D=QTD27&N6=Yl0>qi<5!xg=p3W&j4V_Je3SabP#dr6 z#n}|?>c0Lgro<@O9?DQj5YM8E4>n>hcQz*fDoY>-{|`y}#4+$jFr#~F8W*kLjZijHP&^$T4X&#GRlv8sQ6wD{_=B8qBL zLmW@YT_^bj-{{j_ml^ELMIz_fzP2H`A8A4MA!bvbmQstQ{!pjdV-|Jt@mgtm;kWM? z$y#@WKH-Re$^RAdJ`ghrpTTU2$7*SXbh-@*?q7N9b9|S4iRWk}bBg2GaW%EUC+|Gp zNlBK)t=A*7jX2MREPoaE_-5`Ekg(RHN3fwTIK(q%0ku!sA!hZ~1&!xBQ=MX#cg98( zSG`|TH+Q}x)LzRu(GI<7DayZK-ssNa8NY_8f@&V|XZqRuB#UPiG81(^~h zeMSqC?e5hS(xJTyIO+Bm*4zwSSrcFWWA$Q9exXoOK%B%y%jd_g&6m`nOU1rBpH)(pY$j^cUYLKC@ie=FkeNU68g!3;rNP)0P#C^ z5a0wQ8b`WwWvq{p7S(~yrkl_RLhHQBVw)eWn@G_v-K6~8SEzaC&rnQ_T;bsv2xt=?z6=N!4CT~B9*&r+SyT}3pkcI@wIJf-Xp=IpLFCp z6?tX5pWIiS>}x2m(`z6~kl!bm*;<9x6C66evnEDmxow>ij}27r5$Tx=JQhFs{NMz^ zZ+l&StfyH1j-0a2=5uTzu?nJ1BJ0O?D@Z?KGQptL1Fe0|@3PsYixM^9!A%Km+do)v z>Z-aspJ|YXMs2|TQSrNC`kN@+1*E*}{#VtUHGK_b_m{&no_T?#Y7?KVhdROF1)gz} zle+r#Bb{YuT=LgY-V>+44Ot02s3b4R?1_K(wVS(*BW&XqbDh>5ziI)t0)yipraYv> zEYH+U?7v)jJheOiOXri~wnuqqLK!}!>{g1AFye10n~CY1tx#-IZNQOA<=aOhROMVA*FLr3Hy1i+a7mhGMtxKUNYf`))nW_FR0_P!`jze=HjO zi&wsJ_brzYAHaFZ)f_ZD(bpJWO9YP`)zvs2}RR_PPze(}*pKZku8cKmZd7J*U+kI@UGY zn-chbu;72fJF-ccQ)Mco+;%-{#po?#1AZd-J!lsp;5vQt2fV`g*q-@{<*cKlpEB|+ zB`3PHR!Vw!tST-QAJ$*PrF`MB;_6h#V8h}j-_E;A{eeVJW~tNdH=qt-#`9YOS;aw_ z7k8lDMj=kFG}iu%XWp#2*;HTl$AH!s{p4l5QbXjNNWpm{^vJUvx9GeJG?H~BjuiP; z9o;7HsGc4-l=kA_F$uX5be@uR@!^2b4}Q3Z-Wm_){a<4RIdRMf5AofH_@ya>>*QfR z7xWDC%Jr+l!Tv=bWA}(Ir8=@^X_DJ@HO8a>i{17ugduX!? z87Tl`3x7BaAG~yB;n=XN-&C+^ZimEdUDf`+ZjlcayOfIE6m@Wk9rf;E{YfGqecq`4 zsR|5<@aS2!uB@2k@HgwP*55-Xr>r{GaL559cnVdN@g!FBTlRq12k{wej#A6Ai5~ft zQ%z%=<@mnF(lvOL_rH`_kIJU>Xbh6|%{hva?oOU!y7t^qW9!{V$3Z-KA+n;Cd_}U; zPt+YTk-6OdL^-!_&M4Mr%qc+pt|O)TT?wzhV||H(@2ZP+hBZ4zz z7s%XzICi)7%F>NCk?Nci)JhI>NY%L%vxyw8a6zRrq@2FtsWNgctYH9P?(Wf(Pc;x< zP;4ntZ!pZgj*T^u5v+^R3G^Y&O5o%Ww@4cusot;tewN?N$_fF6GUeag(%T1>z8%5c~1Ku&(QBIC7Q zOs*Fdo;=C$@iKcqMy!_D?@_~OIW8Sz_uv5weiv(vrOGKMWn9+=&-ZuN$~Np$9~%d2JWiZEH}7^m;$5NA`GQ;T$P|na6y))-0=|W7JYvIwV%6N# z82hQ%vwNOvLVESM+C1r1*TvPNs-XkK}^JGi*j?9BYRQ5c`IES+5u@8>J@ACTe{@uQRfZK7d>s*h=eLgQSH_gKF zP3dl|HF>;f6(y zTjncnRJ3&dr%yK_2p(Z2-6<0qG=933h>5HGfTcv_&=}#);8$fD1_P0$9%N`631-Wq z|3UJm;wU;MoC3C5QyOM+j;vcW4BSPaH!!=S#8xLSy_h*fc4C<>0yk#PUu@0lXl`0Q z=N5k%2jz+EM>U}6gL?(v{^i3RUhk4v?<_7r-o&ZCS}@!^uT|@6U7^igR(neeTyJdP zdXqeM!UC?h`btzXg*q^a6hWQmbR8Z(kc0B#m?gvrrg8yZ?drMw)=Ov>Nw8kQ)3A>W9&CX0yv&tw?+in7QHLZMgsywMb2J z+enKQp9~@&AY9(41Yw?L-$HxXRPmpr#f{A77NJ#mc?mjBdEh6tfp*J!etsQ_yCB5O zdwZdhPyl*TJo-bJR0WnSNNT!2D$KV`>oaTDQA>K-5!brJBQlof!ae^rtm~{KMKkbG zJQ{dV7cH4UjGg}{jo%oXfBDfHOg&%DC{<`P>0mh=OdtBpEm^7!>TiOm(h%42uo@?t za$RPn{P9Nmt0xyQwHbVS%>Tl(!#20^9Vv*jnc1bz4#9T%&%Dlnz6oxnVcN$GU&<6Yv=K75@-%yZwtn7=*5n-(p|gNtLz!G#7&jP$C;l9 zG!HI6vm(PVxBlz`;X4M*gbicUFG>bYX3l>d0l&}dhO&0OD3qGbL2>8d{)=gP;J=m1 zmE`%_HBzV!8t$Z6PWeK-SV$2qOfHW3_0Tn0HkIbV5wI>wZyTJBN8Yt+{IssC`#ip= zUYEnj({*F*K{j0>L=B+vm3U??YP3&rvT62-4VXf9!XIfKNmG zKE(_Ep#%Rq52N@%gvkv|RIrYnSF|i(U+gUbFp$5A)5ZOjd0EnqO_mkC&?R@^#t#v7 z#gg#lpy37k(>L-ByAQ6Gf0@rK5d97ox!g}K9W>q+uik6R!d;h&YQuZoW=D#5N0hz7 zmR;88mO(>Ai*79Xb?v_i7VxeP4;D+@%897t%y2X%gZ7>1DTSP}MmiBrWY>!MzL)2# z@~Zt3F0vj)s0uq5D?%eig0q~WNltDqzjc=20LKse` za@2kc|1w`U`esw_wo7x^p1-Y?`_jVT5$f8o(rl0uYuR=AXARvWtI@v;kH^p3425$7 z196jfy!SWwLhX`aegrI(h=hh$Uk4I?=%h?LMm`8I`Z@i7TdfP}_*}nSh8Za-Dbrp8 zjwubb2zLoXqQ~v6EdNgI`sA{}-YBsVGE0kyPuKz!bwdgd7n`3Hcs8VtLSGw2Ylz5Z z%IRfSk>5gsagz$5S2~nFy2_P$rCuv>CrMnMC4zWBqOTU?*RD(t(g7;mHWK6Gv)gc!ugH>22WNRl26#U8v1=k$}V=l)x=|B;2)PF``Aw``GSfd zBf?+R*G;s>*jn6WWeioA^@q$p=famIdAI(+X>H~3f&Yi3zq1Oc?fG(G$ND;qPsyrl z+T3SYF}IdOlFvAx#t2*Z{AcC-o9F_5a!wx5e%d5dM}?zWxYoXVYiV%1?U~1*fE7CO zgeHg%2-h<8H09p_39$MLJn!*!s9i1aQ2>5uEqD#(;y)EJ2lNit?=Lw?22>b)6}tck zY+1Jx+;TZqwA?IXeqF24cG-Q#iW@*ZivdLke**!J8IKslIG6yrM%p#ENW^JlmAAqi zDKE9C->R%<9JbEl0K6;wwjO%VfR?uyOLn0}JQ^`XbUyGuQ9Qda`0A_ITado|=N^d` zorbCB0A*qV)Gf9Uav()x-eq)>|LBX^V^ zVEkv8NY6;bi;j>cWjC!RRFFQ8memdoJbi*dPH5Q}@~7F*W@Fz-2N_bhSb3 z=X49pzD2iv+TFH>J(m|J9tj#tfScQt>;V9Y463$$^RLW%$cf zKY^efX2#O7M(<+8zVj76ZJ*V`yff8(wndb>Z?}z3_-%#;;_XgMgs=z=OV!8a$VT|X z;8F*jBA4i7JFn3aS?H4pS$a=*k42(Q_bpOgK$v=QYX_cbFuE@cer0J1BuS z#{y=rtl>@9(1$EjM9@fx3_L8C%l7+3LF6xa^fMBi$YVq3@Mf6Bv&S3wq?i2z&3=!b z_cxj277*Q$B!l-v`$-wyFl~-Aln&%%#PTAXe{ErL#80)-^zm=iN8?K< z&WAQagtV?DQDQy_#eGDFPq48-w~wdlcrV%7ut!)*4z&TO^2?RV&PdLMQ8d99rJ_#q zC&!~dBy#`$Gm6(2ndcwAE>p(5*%M@4fa$ zgqU9K4vteewN@AU86ZN+oroatH6!o8R3O2NlojUKxood>=bNs*6%9o8jVr)RMzmec zY(yd(3iorm>WBg_D@;d<$~CYgeaeCm9IQFZd3LqpP9nO+!?6+F-djr!-?lk$51PP~ zBQ*%Jcj5uRo;+4v05tY@z)&WB$LI#|j+hAlGLJXJThMvDFkQ{Iz@$6vsQr3_4~=Px zc^G$DKS+(>OdH!b#pMqk^$0Vgpu?bL3598Tk65$?Ww5n*Co;k;rtf^4+8uX8dwubf z*5KQ(#cwR_N(&(KWxa^O0vGN)%cq#u+z`-c4TeY7LU{Qys>ImdAo*m>k*fnB7aTE< zW0?Klrbf8O@tw!a+beyc>)^5JAb)b*a2Y(~ERZg5^x%QlY#BGT%)!rKyG@+45wAJ} z5i?8v%Q%qB9%D}vtS+dHF45>FldTQyIb^T&sns0D(Y07=v!2e=J^0-Ay1!3|1TQCI ztZJrr?kZO^`JX<5w}v|UTMq%%fs!)oA*ji{cp%)+UfNQ7k{eI-xbQ6^-3y=ycHkgi zthgBuPT<=|@)qu2)y#(70-Cek48kBU=@YO1LC_(kw={>ydn12pQ?2|GJ$Mn?Y;}{? zw60&29%$_TYcLUG#Nq`YI~OZ&X8BjX3ygGcT++e2zP}QL^Ikog_ubqdc00dIVS(xL z*x2a28(hJ@uy30|NSztce*lzVP1&_u%saFJ`$_0|v++-Kxn-CLlMMh_m{R1PR+>Js zJ?Wd2IAK`4q2VMn;b6rGElA84H+6?>J|I)d%^J1!L?lJ-$=vi`8FP!8#sONuU8;E>xk<}eg{;qlu&Sm)m9jhr2Tn3;~iEPQ@ zR#)9}!}hORJ-vZE-7oe{Xc;?xd35xFK_!49_q!=daIrP+Rn4d6Sz#YCFy5hSYc*Y+ z@)t-{keM)?bCquGxTA8|#6jS>kne1Xv}qKT)qYU^po}CYdz-Rmx4L1SnO)1$0>GAK z-OvB9Sq@!>)(c@(jyo>OUzvLbwJ)-5_w<$*glqbwEKdSTEXw@{igJ1!HTX*iRF}Vy zaoNS3^3t*7IrjIUmU8#xZ%8`uC(0jop{<(C2=c4>)6HVp)w0i|p8$=qJ?NTXIxJ<8 z>^O<*TiPTqa5&Y!U=>hT9AYhMsx_>&V4|L>c!I|oYAhW99X-Bis;8oqKFf(Oy=gJc zns4#^9Byq5gH@YCsZj;lIpR#5i!8zV_k)C^G%M+`T^Wjw zO^p2U)e2m+#48S#q`zncU7;bH?fXL-zU#}?wt%KSQYCQ(K9SM%OC9FkvBJ3wBt|$$ z9W9>)$K5=cAb4^!XTqm|@{0aB z1OSw=L$Adv_f+qQj@ye5yNJi=&*ib*uiHA2*U^GDefl0%ZiFrMcggR4-Ag@ykAN6RmNtdEHQ zu`_dHJTF&>4r(~olmyd{p9jneeKg)iFrr1m7EWUmLZ%(YN-6TV-IB$AgLF;=m^9kA zeF4RX$ujIDid3LA2?G5fON7^^(u3+M>g;7+=DZx-Q$*kGGL5TwG1NDkkr6M1AupW# z>{QYmrs2@a2E5&Qn-dARj3_$E)i?RBV`5tl;BFD>w`h%Q^kGQ4U&~_HmakD_E;mx< z{9QZubOcFm_M_Zz%tEdk!#m^Q3PJ{ntK0I<+KMKZ!A1PO)>)+jWIdo|f7pq0=z(jDDV*04&~e$he=dtE+ryEs8fo)=ga0v4hc1!Y7Vm$~Dc}B zGOcF_k0yQ?_T%w_8GSRoeLLv)>bt+hNdVKjZ;ZR~FCg{67Yy50cay?7+j(AI==oCj zwWmJdef8ub!Z;m}9X~&md27oUavyjN1w9J|7!tqFH9_FbdTaXljStVav*hjbH0Zpf zcEMYP1o3c1u!8se?Z zuAa1<)MDoRKeIW5W~K60$!zLOP%Pk4`lK)|Lz-XW z5J2R7SSI=flpVhKOIDWdHTJa_Ya9Nd%?%EXO?XB^4*V`EUVRjOw!$0fFMXjgwlA;{ zQmNhAnsy*3zLk@kX8D^x&I1uv(oymUsvDXXT(R@q9Wm^N=9?(hrxt@KxG)E4Tov7{ z+_7sl!Yq}L$z{7=Zi>k3g^DYgMdFZ~8ULxena}ov>WEbLN=bBZpaA|^H@l{iMR<8& zTxF;_5-}6XU{pVO3wbm9U68eufsj=9S$Va+41UKzXd002+(mwj$_4vc8DfuAS)-Q#$&&fK3F9FSAS0lJU7VU3>c>)YX*75>-&a zAx+Q<3(eWgn$<32jjPw(PFvvjajkGm=adGEdW5O(cOXANty21t+-_!P<`|s}Q7fz~ z9|D3&nH~2LzrCJ~wF86w8IS^bsG1uL1eLl0P=pVz@Rks8ktc?M_9g>);=4)IIzLTj zn|07E(18z943&1I?Xi^M85st&3$!mn!G(r9>R~(ZvMVnY<Zk!K!|d>Xf=f!EgJ7OIY! zKv9n2RM6`5SJfSn*`&9C!kKG#dCmF9jm^4vC@VsG7|2M}B>+hPAK}1`K8cm@C?pg^ zZhx_bcl<|x4Vjb?O9+ZAnU_c2C*{|$M<)*u5_(;k{i5Ug^hjAK9gf5eeV}IOjdTllKqr({eEW0<4$g0QENx- z`AWI2*N4n;;oarOuH|gMJJPO5>{U_9MPN~ zOjh%JQ`X9RAueH_tO2Z{JZP=>(4xAY%!$57xJsEu_{6uu18+LEpLHAGn_x3Ti`lJ2 zth1q+^g&*co#(U4s@ZkpA_#)nm#1(_YhU5zSAd^mXFpn2SE6gtqDdu`LW(s`k$+UD z{I@m#Ba#o~FVI9G#z5ka2}k_a1ZZJ;3^FZ;+K2*nuJ9x1&0+NoUFScPWrweVIG&%W zHXt|e=&CVr^=a-dh+_N1l{i%CAK*HbXc=&9-4qf}pZjJ@lh`D5g2ZC;g z`zhG*L2m@xklFT!8ACdVDm;g8QhHZ@5(Yp3aZl~Rz=qCNiLm8@oji38wo5@@p~fV1ajqc1j*8|6m|t!`zjM1-#)bfMrD~!_q>&ej0t~ zW>+l0;j68JCQ41w1n=ve7d=P2Pwh{A-B>2LA^f0U&n`hxuDYY=SlpJoD&ptxLVW`I~`-yv}Vqv~z zOSz&&HCoV)8mi4{`}UK$E81%%3#zF@Q9}Bm29E zxYt12^A>PJg$L4idA%jiUuM~;)9>G^&q_`In&bNA&A5~}{au<)&Ws1={l#?m8j+Q4 zt)Ea;?Kp+hSv8q=ajBX20ym4~|GinFT0LN+Pu(Bf=XOY%JYK&suGCO(VLL2Ma)zSO zK5?@e!*;><4LZfB+YaDY1@e;=AD7XGO33brh(g#d71QmQ_?csS$!=w*)o>+$9*rXAm7X$E#`59{Wp6z5BzBLfbu>(}oMIuz zf2WG%pSbjSsZ>uNq&#b&LL}um{`?K|#yx=l65nIg#Fm#0mw*M{PVKuiBHVW)5jsHYMC5E?hxwzZ-Qj{o4wjGp&e$-B}$GQewh14Btu z|1C418;crd<}r}mwW2R(G7=a_I50ctJ#MY1(@>Ft>BIJe=lz$JGLNRXbUzX085Ido z3mBSnY})D}a|*<(lK0vdlf+ungCY;eXG42LFM+i?(mgHSpa4=>jgU3QZp;>10TqlD z%-mGOj%kTO`rd}+{uRf2854mN+anYQQ7lw8zF4fa)VnWU4SQL(h)wr={JbZ1%8Cw~ ze-!Uz@f)($d`EgBY;g_vqsR!PM2iUA)u?UKMGx1wv<_eQ32wct2jFVmWx^_(2Y>4J zC?#M3loL+5b}lDy5UQu7)j9pL1|gW_-0jgbIc>ItcbLQl97RNr*AK`5QU$&&9C-bJ zQdZyaQg5DnzChFxG(-1~OPv%plK%;U8LXBK-^E<&rn7CO#@#5WTbR?NBF#WU!`*hI zFi;&396Ls9Lp~DWPfjjSyX&xkSf>iA1ww=?^s?vs0@J_MN1E9au2G?-yf<^Rt%CqY zQ?Q+WNyq+PP3>jXtGWyieKX=n9lQWV-M={PofESzddRd9!|2^Rrf74{dUgPzQ!5s9 z7K*HpTJ)V5sG4!Xyc~PuYfVGI4WhJe|2v8H1%zA|dqLLoNUi+R0+-yNn;jvSQu+7c z_QzhbJxZAH$ji8kM&m}Qw{^<^l@vGs82o+ITSH&&2L3HofG<;cNy<<(Y&9Nw#R3G5VvKh*l3hWr z$TH;LYJ?gfRkAEjgog8M2j$RohNpWWHRe(mI+827_p5kpScwpJb$@`Zd4S=L?bb|8c124gG5TRsP3WmZp0Dmtj04IH(Fx%FF>HS@UNt{=0!FVSMG4 zZ3=kG=hd>@T23v|D+qsu5nH9&d!Crc{LeoC>phiht=)SCvB<{C zJ{1qGl-iy}jrw*Z{_3~xy30qR%ldptSxK55z(hA&p+8;<^wlVUv-G+aVo1xhw=6KP zq`bB+w(Z01&B>hr_i8k)OOB=zC2Kj4%u86do~<)?a5t~i`|<4=bN}BH9tabfThyFN zq-Oly6vIbF>PXUyqs`^@6hxMH{3nO;#b6=9&Ir%=jGFn;Jhw+!%;uH0Y*}tft zS-?+_C-qq>$&st0vQqy)$F*vo)bYXFLNyx`j|dc-LT)WQ&*QwpVrL@>B#*~j$NgL| zLjCHE!F3~YvyzKnrdzLH4oL{hK-++mqMzdc1`=O|w>Gd@nIe~OU$f4^B$e%DPF;_e z%(7gy%`!UZE0I5Mof_4%d5pV_kJC@-{i5b~Rf$7Mr8~nNDs{VZfV0vl29gsJNJM+t zF|U|TfDT!FcfZTrPD+o(NFWk_*#2kn*lT*9QBA#aKd$XLv>?-9SM1G1Ct{LfM4d{? zhXLt=*Eh2&tyBl@m0GRDDcdkJcIdFT0VAPdW=~KxuYQk1eD&UFOEV35d!NC_L@y} zuX2D`8xt%NX*yDh8T zF$RXgo#57oI7uRq%f@+DS=4EQnD!vx)CpEg?y#qJOqC#k#ITA}jeE4et05?M1+ZDd z?@CU0uL1DI27LO5C-Rp~KbCWTdzm-Fa#Q>(1@pz0jweD#)Ap|3@xQH5kvY5QvrRVl z7i4-{Xna@(nBm)NV(@H=4(**H7xyeJwpLr#QeP>y91NJ}uReRfI=Xb_Q{nFtu+KdF z1}$bn2j{lSPzu&`rBiMpYB)H-6A1C!EoD*+gd=U%qaDwazAM!}(zZi>pIa8;`Tb4C z9gw3J7_#awOv|*wCptqWK`TL94CTFD5-bkACEP-RBY#lCK+gEdK8S|oIV;9~?g_&?r)1|yf4BU`_4^==YT90vE)th zNT{>*F-`uN^wqI@V_y>bPiEFkU)&XR~S#u&j zbQJxkAzapdR=%a%FI`pTnuc2zP9s7t+JSJm`mxC8p`*zt@E}GoBCC_tfV03~$z}WP zSX|_T+jrmp*neegI7S%o`(7z{?V2ZNUbWtQly=A_AN3N`Lq2d{Zh24HUj;!uij|I9 zEDVU=0u!R)N5|BN;aY#0EJkBmlD-38x8pV?d{Op(b2~F$}jD;(Q-P9Y%4I(E6a*RTCYgs z4xzINio5u^qDA1Y!UNdUwZTmbk>RiI2L3=EDZD28?U#KG+8O0@ zjcG`HfhdNkA_HuNICMVb#}9`gEyA7k5&72VTOvL=m(scpCz^IZM8)3V!(D1vH{CvN ztYySU&6Us5{yDJgkYf;d zy5$R3ooWxQ&V!VrMq_u2HCGDSPexZ*q)vll+%ZyuwoXpFl?y@zUIU4G7C*M+14|>H}e= zVF_XCYIzNk4?yoJ=-aOHDai*y4D$kywf^klrbmxryLGmgR|zbGBX{C6fuvx{<2WE8 z`MR#FGuKtGNvSc^yh9C1mw!hnWW=Yrjt(3kJHH>ty~Jco8MUy^wk^GpZ9BOsx4VeW zRQ$9_8&4q;9-dTVj^>tf9J?wgBujv9X z@UpWvuH;RV&FrI{ZqX>jjNO>Y2O?d@=ER8ZC9v1tzG`JHPb#{5Vs^;~CvmJKWHmpW zIj~9vnyK)l`>31p8%V1J)ZCBy?bHP1r;>AoJ*byu8oFZLs&S7V$HhS8B{I7xtJm@KSTf~t5n!}Ho>^UIj4(#mZ?4~#h z4jJ?@n9@$_&rX3IcVg|kO*9a@2-6f#1H%oQM~8R*V-?9}h_D$2ZZUN&cbFtIqu?$k z24d?L3OJvJWs3sZDDx96q*^x(bcX8AsLT#QMU~>b+robUvheJ9RrQLGNzJ_WPjN4q zEkcT_3|1{-gOx|}5OcljVgf|k3PZO6jh9}%VVxbll)L^!Hss@p^&CuB?Fp;>x;>b_ zlACbJdm@@2X^?#1HSIY*2Cb-w^RfByNW8~K0Lza*bVIDLXtI8-ckJk5K3f7#WatYS zzgRo*DA8O0*tj@$W(QQ0*o7Lj7ymP(CG;U4uEq`mO`!V1>?1{t5zSg=lKv)ia%uQr zi75gErVnX>?r3%(>cTANKr`7y1^d}}KW-7(7S6i}J{ZEx;rY&I2o~0 zAIw>)Rq&YGvUYss1ryJhGq3U+rxk6AaHEaxouhgj${0DI-VC6J%s*rYyl8(w?eushXX`?qBD>@KDt*tZ1M2 zB%zQNx4o+e#Mfsr-_|Vq`<^x0 zqlCEqiG2`ZQ{cUZL=76a`i`4%E~6X+FJ{O0$d9L3NVwD{09WK}n~DpTBMMC~S}w1* zJ}-}-QI26mh5&MUUU#5|jF=Syrs3UjH4R{`AyHoTw}_B}eK=yHL-0D$=1OffX8V?K zkj<#BIrkpo_g)?Gq#VOXp!A_zL&XQ=RM#I(&_|00PlD;4S_J5aU4DZ>N!`4izSpJp zuf%Y%uOCfdFl{2c48zc&mDz69sBj?6H4u{;dHlQuy2F3HPY=n%Z) ze`3}`e3C0NH?JDu@9H=EzJh_o4v<#;&gV!HLE-|qe5uEnjIomit`uJl@QEEAN+HO_S{ zBcMJ4zAYHrn4#=ppE*;>C(Y^zuU9B#Ffcb*T@D2`hi^4bUcEB~ElxXB(xF6P26`Y@ z?faYN&ir3Pe-bTvWSR*}yzM@pzB_Y;YX_<(oGMPjTtV6Om;zIdYyv|~;g>dr`K5wG z+mdHSe|k z+Ymp(9zt_K3XH#CAvPPl=)2=1gsm51ftsMaEK;m1^qkDg9c7s2E~6(SxBc+sj#>qO zDmyUBuj}gPU-BOb)B{R5S|+q_BM?$BbpNo>IoV-%|6+Tu@bP-9%o;O?P~SMjgz+x9 zc2|f8j^1IPvxEt>+vaq8-j&g}*A{yatcyIvMJU=K1 zERd$R^gCGchG*yJiyhNBDSfKE>PkvxR(IsU)a%2Y)jhAt?q84>P@b;~6rtht&T=R9 z^_pzhM6XS&KShx&`Rt9<3)=LGcLc24=OvgcL^7z^oi2PNlo`i+Dle zR>V9zq;oQ#g40q@Pu%QlYDJXwe{Z6wZ_nc4nGwZ%{lw z-%wF+cq_1;Wym8zD z3ELxeTlV&^Mi`m8#P!P!&uX|IR1T?HeQw5UNKB-_V(P(ro_J4UB2y{jmkst)jB-U; z6Ln<;iBGJ)YEf5z8>y*iIk?MmVhHebRNo4BOmmaQlgEF8WZCn~*PP^;Ik3?2XOOZA zJ$A;4c^i!EorZq3lXBa@bbJ^3Q+YDZ+bG&PwJDUVK)O6gmWqMdK!fPvyD~`FYy>o} zcpGc=JPC{Kg@2OksarPVf{`kgoK-*^5v9_)+7mDK1Y=4iSt87-pqa3O{0f)FD;)YL zo8#}9xsOR2Bixs|d9EUaz11ROg+Hi`q1uwYnTq=1+`o7e&jPj=+&ZpMw9YdXWwX|U z!C>!t9`)wFu7U8WCDG);K@F%RGus8(S-G`ry>2_f`gppzWEK6|Tz5A0CGpNk?`W15 zBhm;sB{Z5!+?|zH0?qL(g32zpBtb{-{*n2|r1|H07Z*gI|DdQ=V53&;L^Dx+_^;ph z?90%lp*}b<7HKW4;VAu~bV2$_g5PeEQjs;v*67+l`Ra_Hzw@l+tJsWBBY#2!Q0gV} ziT#B0rkf^0l1w#Ai>>vq;=%XE|vaAW{)k!wZke{Zd=+7v7 z&M&`5ar+BPD6KapvZ(RixYOL^k$U1_m-wodCsL~rF0ud6eYl+MYf7xAv*yL+qMH5p z{_`HNL?(OIGNqLj?PK|#*)G~Qdy<}MAy^I%`+VLvDn8hKv`Oxri1hQuYlm;D&+Zkk z46K{{Shr_&rjwN&I6TtzIXz`LDwkchfOfp)GL{{BaGWkg;{OKwRnon86;jt_ll61% z@m|!wr>*NJJXGi+^dI%kI^wmRZ^7RMUH?weE7OTlvsl+@ytq}6HSspV`pEL%PkDs% z`>@W(dyBsVqsLffet4E5bH;J10aev`w(%p!aVB2Rh&izQP`vVF^9ICf6)zmyi8Z7J7nk z@beJiwq9MI$klJ+?E9N}ib!hzo5!jc#5X}T`tGVHh9PrAG$_T1&L{(7!cqw! zG9@>|k!f$@iqcBnQBr15viki-{?UV+(*LeefFJz0_OY~oVu1f}jF97Lio3~AshP+@ z%*ANn!nwXnrnd*4buzpLtb7nIFamfn`AJh|rzXb(BIJUvuA3i&ogjXK>c#GMAA4YV z_b{OBw=aBBwFDuhV`@D`uaus0=fKemx@pXDx8PG&b)}zbWTF_?HSe%7pq}vXHJU_X z(;A@^osI59lp2y z_al3A>n?R!F0@un=JGVHne7CA@HbwkxchUX;p|dsNpE4LerX9MS*I}Wf zEa_-M&yY>+{FX%4YN}&D_N5NnO`^S% z)#HM%b{-)9cw3c1rM-P%q>?pSd1$Azvf!$<4}7$v&W+a)tRBQ;Cc)g3)n-_^Y)-hx zR3weP!3oot-mE2mH%@#uL**vBFCBC&S^dR*CKg-Wl@L>n^4pR7Qzl*T!N~jFCv!X? z`)JDPFSe7{Yw%{VnHs$q7X=f6dG>&xI+_aV#w3EyYEki=gLr)>Q?euq4Uyc9UYC!c zt={@ouj`&tw;43FyneY0+!U7k-(EecZW5^leJp%MhN*V2 zKgFroF!M5&;ENZ_!@+k^NIzp9I#IoTB$c$9lhPuz;;)rI3_ zjP)R9G6Unl(Z_Uq&?>rSj{~J_{u1whissp&LQgQ*H<6*D82Vb7ySk8hvXN! z5z*~+w~6LmofVb2`_&1JSKe&C3=u_zg=Ji2!1{I}w1q8-Fd*Hzp8Hlke)0mtCU>*K zGnMk8f@wcCPnCIXUJc(NCqcj_H=4CNyxh>&$+NH}Ls*mD7~M|BRMf;+HUGaXfG~E+ zS=HBDoa7xI$N2JbQ-$F<#7vcq=6PA^>!Nd~k)8Yu8Ev8}y>8L<;q?5b0M7e-1t^a8 z*3~5mF7d1<_3#(pwx%|4kAW>eOSRG^Rlo+vu*Cg^bI#e|ttvp)yJFDtQZD{QQ9bNJ zK}Sm_=sKa%eo&?9T@1-PsZpW5!rd0yVm|#RpLW@$aZi*}!YxS~Kq?CFnRZnV`td4o zBUxPhbUoL+o*e=&QmQg&=FFE4PrQ!Wz&G(1ba`4?BWHCx>Fx7(kDT4I7i)^gbQ0-S%e-?dD)d5a z971)bnNeRyBTI|N=YN(J55Cc*#K>dfjVQ?YMSd#No=dVlU&i*q{1#vx*n>AS>w3P zQp%56darYeLvJsR$Y9|Y#I>-Xl&reNTA=_&j=-U(#HsfOHPLu9GTzxCm|wOAn?UlE zPX~Sm_?IK9L9IhY45M$pM#JZ5gm}-FO#N?5>~_y5vS7cyMY5SKYN1_Hgm{x8PLZ?@ zAGK&N`Fz6t;e+Ba`>!8l)PEn{%vMOyQHbDATqt@}M5)80zqK;)8>ala;f z&R(!cS>4#5T_4&rU=n=1cb``LZ6t5^Ps->nqTYzi?icQf71snzD~EU*xwPshMy_Pb z&-V6>!XedUdvB6b@t0})LBFYN8SP$8N5u3T)0;v`$6kx|{vjf6Nq^85hI&RN;+uMI zfivXig7xKIVskLK^4MB5wlm-|X3VTj$veyKbG(tevm5VfXs~WP&P=|mp_x8y%h&de z&ZgM}S@~x@M5od61d-k;vvU{;CQ;?ZYaUQ*8%N) zr-IH-j~RHwkfM%CQfG67E8~o^K-1)@rAjz_U5!EIa}P**t}QzJOhwnzSTyBl8yOsn zCZ7H|yp2*iXL&lfF4zw3;hox-@XEqu9jEAJ;yqW?qGB9+=xKwUM~LBMuBW5feS4^z zu_v3ZZ}iAFY_tBinlzTU-u9czT4DEG_OnQY71-W=4PM(mGsf$XE22E1yxnEq@#JfL z)P~6WgeDHeeo_O~BMThSNl+b(CC>*~cgC676_fH*{RwCX>kGWA77g7dH4}NlgwQ9H z?Nl*kK|&lK1PCz=+W9cYq9aaG(P#NmF07=_-?PRx(n5rQA@OK@{DO>5>!H zka_bIuZ41|wN}%Q%w_Gbg9cMX@O-L1g_B;t-c{Kv(p=0hHL%5JpO=oUFSv5r9i;#y zqwqZDSS6J#mKR)*&glby$-$S6R0$FIcOVF#HBQkM`)Opf^2#|q@nC4b;MMB*ZAF!! zW|AB=PM(;0>jbcwe%RQlJuZ>!GSP3wFXi;}vZshr5k*$4c;GIxF0x%)Lq9_({4*(?>`baD96JG9kH`Y_skILT{SB>H%A; z(9iuj5BOwkGW|9TOw8!`a108=)pm)hI+QLG_Zyihg~GXgi;x#zpAq`sPP)qC0Qa(; z^^qPsHU^7!7IbfckL3$=FipzEK9$e3O_saKSrsd?!BX*luzo6Ld!lqKfe(`O^P9rH zZc3@Z=Kwu`?FF}CF%_|5r?g9W+6Lqut9rdy{NswGq2%snQ^C83MW+_>dWaiCd2iUr zBU*FyD4pVTu{PLexnJ6a_a8=b?R}g*xMO72GK3{mnTfcD zHlxAGiO_=NbsTFk)??00X-rp}RiWOy85#+2vsEm+usf7iK^MsZfqf2>)^GmyOGgE` zt7uO#v&Z15CpAlTt7}U8&Zdm5rA2>fE8=O%n^aLmW}?3c5rfdhD$CFgd=(e1FGOnz zaZ!~TN0_Y58M&mawAeAfEa2(eFcdN4)h%10MFzW_7n?%*%vW-ZJqfb!pbysKt#xd9 zoEuMtWrZXieWELjV;M>Y;-c=ee5+(7+}eVD^1}gRZApzjZdrz;Y?t*Go zg@shjABpH>>SrE~2m82anJ+*^s2%Ny2%ds@EV^F6KYz}^WzvrD_ji6(-l$2$?~T|P zU!@10-KoFtPw>@T8W=x0ceehzm2Ce`P5PMs-{yoW)|&4*#gVb`S9L@AqO=BV_opl4 z219o)hv(L$He}f1S?nH~Srffh-jrLZSJrll2>(>%HYezvv9GtUdmE$%Rpa6kme%Jt zr9qCl1t(9R2D&s8NVaX_Bxh_lkfChRN?2D6MXQhgv@qIlZ<(zf;s7d~?J z5pCzqUxprGVT;EABDBH>pv}pZ6#%4_dI&Hf7GTXt>-g=zGp5DmEI4l469X2++0A;k z2`)KlKiv{8QMD*R05I0pZ17729?!%^#E5(7_47ZIOn8C;hYjq5JqVN{SBu5$X4OnO z{93n?IWY<`Xh)P1qVS*MJP{m|HCh&r!?KTZ*v!HK|B zSW9aLzjy;TvA)hopQp4GJr2%LkiFfDI1_b$O$-bn>!>7k_+n;Xf%3=rp7q^U;ChOF z-gv=J2f#hqw$-QAsR;r#b6a>{m7m?iF17Ts9d>&(Z2q`jg6e#W1d;*+sV9+jiy#mXp9+gFXWGIj~*%k_sKzb{1N?Ka#xB zT_uZr2=Yi-E)g>ca(K$t&1D*GB2-1`pq*~oq{R-&2qF$IBwy2PuFj0tCciXKh=7sE z0!H1|Ys^q^*`Qq;A8SV0O+!W|PN?+~olsl6=kxigm5h&O4FwzAi;OWC?{{^O=fZ`S zuBmZ_26T}Q+22T(*c3p&+E<+xLPs2aMAp2V{0-mY<^nsOGNEo)qs~miF8Ps{<|ow-4vPD` zYKROe(cegSXk_adWcg-lhR#Xb8$9V zHOIDJJ0>+Z-QcLdzs2qvBlOye7qRzX8Z)d{a@+Ok1OL6H2!2aKUY8(D>}~aGG;m3U~b(uS()~FHjn5RHc*s zSIX4YE8i466<`4yZmZL7ANm8WHskv*j=nISoy;2$DF$=#TJGazwK;X+>#oC^9)%_3 zb(81)QZ1yRpPTan{!*dXCGV;+xn9>c%$Lt6#SsbbtwdzPm6l7JD@;e)rE^c-FpfN7 zhkHXAR9*AJB73ec|<@0#;IFN^(^&y+bm=nc8%hR}Ujsng6xNl-Sj_+2kWVlzJ* zr&cEa{XqTmEm*ZhcYHO|^u_J!hdV`5>7QWV7QE;W>TxslRs-yWY<0=iFxq^qa*Ik? z|FcPch}!e@R@5a_bm>0|)1_-~&9Z1p@jXeA`6P^i2S0Wrg^GQ8%%I2WfyY;1XSbk` zkb9E~6uI@aLpf@;+i~UgTm4$eB){mjXUFK&PbQFg5rFIA8EtJw4eFXGJw#Mn$l-vp zh65|*_=?p^Vf%~u_nBRm6eepNso7oxSoil>B{2g8d(pj>?P4iI$Q*BYaL`eCXG6se zoV&(yzHN8cv*^OF_E;Vaz2Z3z{^#nD# z@7uWeQm@{3Jr&>dV;krY@Hg!0)DO-6B?N&_!8v+`&q!xNP_xqdYOj}I??5|HUY_Av zxcpI>PtmWlg^^FamMtxZBb4IB7Asx88_sZq{D{wfLYQc|$JokHqb1{T21Si+(6|me z9A*%B&`6AMw7?caY$sw!af;A-3IpZAyXBdD`?#I*^|wA14(t9Bz{{Iz%l}c>X0s`r z^|W3QeT-|eMojB|VuPL6@#YO`UWYW@OoK57p-^%5Vx<3U7OAjsbo~477wZ6j45NmZB3EqIHN1lEgY>rVa4uiciBpbErCo1R| z`%N^^sV>MXKI>yi!m;K z?#+d)bnx)lsF@ zvJ|wO(YtMk?KM_a=iY0}-}oHI87^-|c!pMaX6;G~Gy=i7Sb(m10n3=o*~{-cH~OPG z_?$)Sb7J4iu`?2$&In##TKSYA?e7*{#Kf@lcjzG(gP4aD>`o*VeGY7ni*HmD2-k(o zv}_2s)_s37-Mq?Tw9$0MaFfYu`<*J~L-twd33V@n|M_FA??CaQ_r{AG#Bn@NQ3-Pd zFUN#+Z@2K4#hHQdM#zy<*@Pjkit)rWUA|_yU?G~CuZw#)yhesZI#YDuA>ZY_ia9!zc2dg zu2JC>t!0LbEE`8tPS5?Hy0LI6>~MySGw6&eG~te}cZ!lKRoZNS?GDGcL9Em16R{U# zsW@ePCdn@XH{JV!_mfy&I+dZKSHyy95z{>0xJh|0tz)uAhNV zDlw$NBL#o@hog^>pAha;#IJY@EFj5AmLgO{2=ypBWdzT_bg{hL^ABrJpAKX(DXOPr z#E0{Y6fwbpyF7+A!GZ`bt3j)Zhm3qZn8Yl#DzQI5pR9bo;un7<+Z~Y zy?ON3%P?%lyGLYl0d#kpn5U!m-1w5pA3rq32j{RuZ43-Lx##I4 z_1^n2t_syL760v)Q{lhgYox>|RIOU*B3XM^yArC$mDKv_P z;`!D*-&A%i3Ju8^)H{P1`}*4tD0+PbSWsldU@Rwe0|lR6j&Kw!n5r@PBZfWbXHNx@ zGP{qDOt*L7S9{+dJl$A*UH1duMlHgxE9)7Zm6>6YKM4XyS}3+G9V9;YA$1^vnPx>y ziOcU)8vSUO8Mn^<6h-w3j{TcNo^Q2pUIskd zY+-|A5Em6G!r6^JNFA9RNq404J}WL%gbPt6PO6ZRV(myN?`-Lqbra}p05{u<(|QgB zAtZ+l@5!i`Ek1TV$pOkxEldm^^eFWr&8foI0(8J6efrO9 zu;IHAn-}fX8{^0CP{nngDByrgOftwdS8WbC>*{f&6Y{%wn`piBts~ABW*Af$ZgQv7 zKB}{9UYS{e-S%#7n6C*qr^lVh#0aqW`IG;|G|8`rhg|~ic+@h(536|L*0ZarxL!y) z8*BaIpS6ZWWv-Zbpr1S*<|O7WA*V>S@0?D3!0jpao>UmxmdOx4Yz%f{Khr1QjxTj* z@NX!|2M0cy^c!ShbxU@_Za2`}To$-lt7rRB!6m?n@65#C(^mNHQ*ydaV_|!J{(D$P zKo83Z=7dquvBd^`LGI_=P)3h*iK0|JiW*%r>h<*ftf6M_j?C#dIdx zd{`gbg>-mnp#^6NT!O50H!evcH6Ab65XIbTmZMTxtXbQb(;Ge`~u7Qa%& z|G`96Xx247peR7NAca%TWO`!D8AnSCLx8H+w<8yJ=R32w(dx%g5Iu_up6h>^rbO0W z|J`}sOYcl7*7!D_WINsm9R+WKz-3hT1)Zk_L?asJAft#{?wwW|qS_Ur>AIXYyfbaO zGz_dFkT3Y=c(A2Nz@r$$xNsN(^B-ODw%&F5@z zwUOZJ={wJ9TS6aJS%{Of9&v}d+4Y+m6}6ACB4h%u;Q#bX#&z8k2y46%SEcsFI@xPL zmgV?_)yHqY(#zXip!(#w?a{%hCyLwRRC2`rq#hys>3u{3Cs1}vO^1Lyi;k8xp7mMPe4l%d95?-P^-?7idapyPFEgF(^Wx^L%9l{)qU()57Otiec?bw^a@ z4dDUXT)AF2(4&>=1HD|9Va*=g5Yf99zkAZZWkNnvFU{w}dM6byi>=p_TxUO8+Y<`4 zGEys~Y0NdQL}5FfTV$$y1_n<#_kK3$+*x#w4JTVtO`P1te4w2`{q(3`jwEVc=Q~DHR%C7iBe+ zw4E)J9PDzWz8CbRKPduX_t$_l0d_cGz-{{XGO4NW#t-=ld`SK+E*c-F)V}+g-cWp2 zI6YY|zFFAGjF+N!F#|q#qU#se%pX!su^^JYTK1W0T42ZV3c_XiD1pq&9Gj#gg<;Yl z6EiZt)BPH@%llk;BLjp`DJ-u%YMVEIRto8CxfZ^cA|K?8^4y~Lb!r4}SwKn?@YN9IqLoJi3`0244BF=2v zdx9+`g!3JzZF*|JU;8b7-jn9btnv7L(=P;twpq$y@ir%C0{lv3fJ=iKuw=* z69rqgyH!+Z^$8L`EzkO9uBVbim5|d;7n1Czbva>ub(O&-_kae-$@o1Ajzd@-@e6COYWX!vRMo;$KSN_#iU#U1U&co;Nf7 z7JpA5EX5E{o?mNntV3Rvl2yY9x7FN z8S5x937r`fZSHP(fdh#Co@EKe<~49j8yYEJV+zDLf+Ixq;dZyeDW^~FrM=oPyTUM> z?BS~Uct-q=B7rgpm}dxdMHuY|AS^KpqF&+zure|mXP3)`v9JvtKZ)WMk@#YHrj6)I zNcIRrX~zkXU(7m6p>CBLpB(ck%uGE`N58?baZFdoeI5RL<;zzrubYFo)@A%cA^+Py z)ZV|troJ%p#94R}glsOwiF_u#+xx}QN5{=Ll-)g^C0ACJlU1&a$W^szg8aF9O)lB8 z7E4EyNmJ3or1xVN?GP=iyrAV*e|5}GCyO!tk6|W2?fs#V)jiw#DoHPBL7Nm>ym{>n zIEpT>8yd_a(igj3tG{+9GGB07nkFNjj5KflSozPL%|AOolGIu)%j~Fth$GD zg2BNcPogu6o$@ORhgyw3gz4kE|1z|qBW;eEqeNp3VE8BZn~K1jUlvE27v>e{lma5; z7TyFSQ1>Hpv+b?Ww+hv@t?ugLT0uOj{1K+6(Wvlq zwzzFD$GKUANWj3p=pU4s+CQIvi%$3T?KDeiK+olVi_DXKc@o{Z*OCz&&ueEQqZ;@7 z3=@>%BYbJ`D_1K0`#qJV5)i7 zU4k-?@OArHrOE1X7_?%CF(p7#z}TQ?$QyN`XrzV3Qz~~O6OD~xp`_>&!Nv-b{?<*X z<}uMe#;t!Am&hZo7i4SBiN{9*^s}M}gMm+9YRhvn4Jyd~#;@}quf2A+RPW8r8x|Re zM96?1*To)pG8-GJm?%Ciu2A39&Dxre03b)rGlTU>D|tp<7Hk!`ECmUIvtJ3wJ!}-% ziPE+s6$%U(%Aa(iGd84vtvaJB=0m_$MudcsDG@2+X$EofK+dYq`6)F0C*Tf!Pc-gO zgG(zy^HGqTN8%GPBG?zSXIN#!cW`4$#h}Leyvz4GI6kLc5~Qru5VS&n&H5%fF1S!^ zo?VGvQeT0FSQ*3#Xe5?}fIhAeIH5e-F2|fN`DI9&kNkAMvZ%OwXj^Z>S1c7ipnjIUb40y|0wEu zkm0T?{K1SRnhVXEe~i!F+v$D%eHVC;PSZJBX4dR-RnlD6v7Rlw)aJzphs%K-O*g?# z5y|XVzuM-bo}*W#=NbLJ=ItLsGG_an--qTr6R{wCCtqyP>&J;qszuPu!cRR*Y z%I?Y53m3?8EG(5jdR0+&I3F|6}FjHLp@mwdm)nK)3BNOcx>%ztQ;cica{L=o=j!_ez8GCU`hB3#*hDo@bl?SBU z2ihKOSGBl(AI8vWcJA?rgNL-0VBiq5;`P=d%kCGCsY(d@K12^F>&yCL=3=uGFyQ9r zVec$fr5Xu|_6vLNu1WAaT|C$6x(VVgAHun{?Fi`$<$!xbZbWxZG@b{cKwfTZn zK{oz=TIegXF9@I>%rO zQ|e#k9W3O0m+pB??6$7}ZVz$2y~8Js-)&8LFgX!mBmJ|B1Hfd7)U*evAk1<$abIE( z0t^+cUEV+1L+>f~DZe}ghbHnMHF`V+?0rSBuK6>{Axg%uAmI|X+=FfU-VR@2EYAwb z5JW@cAx)y?iQ;%c^q6$e)SeZttqvo@Wa@$?!F}ZF_JG z;@eGW5(x+_ln7UCdl$y!O?~|u7Eb>3__o9hy*>d3Z&pFS$p%S^d5w-8%R8>ZsQz^f9fNP}`-PnrqOar$Lv+j&s6*u%V>Pj@=*Z-(Ou@anSQJPux52 z03HYE(Sl(x<#n$~%Z3mR_rDj>BKlIk^99TyqzLoD-d5tCO{FD|*Ha4Je6*h4f5I@~ z{WQ!YtLh=)qELR)Aa!c?IYs`fZ8U!2I?}D-hi5{*zoO^t1teu&8BQ}ej3PJu<5l%w zM$I`7h)9;XYnTuAfKZ>kfw71)qso6}94=HQ)laBVBTg^>?giVu%f6>h*LKiH;&8V9 z#mzF7AxpoMh4U>|Z&{X7Bh3u51Jj0pCcCg!Dyl?Lfk162N z4V+_Nfq5cm|5jSykY27*jn05svYf53cu_e-52krwIo z2MrzG*o{t&O8uK-%**pk`EqaO>mPI_B5xWjGS&Eh@eWf4#b$v1you{LHqL=bUBJ1WiC?<|}o?XB-)pdckI~ z7QP~Gcfa32=Zo*$WigydWaHS|YOA88viBHbttWFeh0MmnbfXz*E!020$QASqI}!4F z0Vlzb&LUPrG++Gb#+81+gcjpx%Zm;7r6aAZ9+T{#%!%JN2KGDVK#mGZuTTYG^$H#J z)*HUXCD}HJ<$@4;gQP}(`485v!NBg??@Y#km_tecr_Ja3&gB5d7C)F5Ip=np;SwK* z>0#~X-SE@BxkF^KSPat#a3`tl&Ry%i8&81ir z1C3^Jxnxn3W2CpE&j&=fYuk3ROl$0AL~Zg(c{-7rZ4WFwR6O#t!-gvO7aCd)XBr7B zW$cle%y9a>q6RSC%5;>u8AH)^W@Y2!7t77}r_rOUFC31EBK=1vbLH~hzmDf1KH?<} zn0ecnM6$>IitNco2(s)1dP($l*}vwpQ5K}G08slDeC<(|rTmTY{NhFdR9g||_*DwJ zRW6M9bDeL)Nir=vz&-2c4VDJ2)%|QE9D^t*1PmE3@RFbx57rhdsEF43-Df=WIQ>?? zP@gB+;`x)3`rkKH@99B7q%mYE5iq4n;NmD*vvk_`dpLX6hmEpi$4ZrLqNQ#g`-C(VQCKQm%Q^}wM&UIiTuz=x%k6x}3l_q)fu!90>JiP=t%p?m-9X|hgBo6!+TjL?nFTUUu8AayBha=p@`g}$*8GN=iN~0iN;aYAmhWeDV zfh8E>lZI}~F*yRrb@iceet5?t-Ju?p0{O`nC$eDRudMKdgu;y5 zo=iK=PS9#V67h!fVt`j$+S#^MW7!z$ij*#8v>TkfMZ~Mi`-w4ynE{Rio$ZG#>@>?W zj$%jMgP97HQ_q(j(OS+BsW>!!S%a=+WSWMpugRGRQiM;#jC3GsfTteVa-}nl=zX?= z-OB_kAp0GzZL~W^pp_J47aeOk0+j>cg zWO{@hAFE!4`ZSk5wRo9xi&?mHS*0H2saX_me^26w311P z#g#QeyR|hmnJUNyQFybcsRS1*l6~q!LUmA=z3;2US4JtKS$zMi4K(99v)o12j}2zgMd0as=_IjG!^WIUJPGkna78HOa#%A=E~|yN70DVs@H8 zM@E>l*T1q%G@9Y{^BNbs!vFHRqmYHDIoFPjzBs-)seaB3MVFD?3{vAX_kn%7r6eZu zR_*IM>Shn#fbn4LI&NEX5Nbz*IMRxyrL?x0HOPnE;!=4y4^%>W!<@72uMR2kYfGL# zU1Niok@p@Ss6zdKiBhRkP+V=Ckk`hPvxj^UdhY+ZH-5HVRVg&nT&;*ZT{#iqgMtT~ zX&jjFaNE4{$No+4DWr3rZN%IQp1qiy_V=NxzW?SUu=E@jQEVqh=JMeQH0_sO1q%7d zgMgOlVI)yFj!WVfM{JNj*5s4fmaUGr-N^B%=(^(B9wgXj;Nyi1U>=IyxCD~O82I0z zq@y>Eq*Ml|a2*}Pc>iC(`ic1%4z+x-&mV1AeaNiSi8&F`2OUeOEi%rYTn)8FSm7Qe zHb6P#bTVsg<^0=&Mz((ZOb54Fbls}`2{{U}T`b{*`7Nw$^4Frk;6w$bA>3^rWZ4SO z?OK^xK@tITSo>99Js6AASk{VIFEV2O=Bl)!wcIR~io%;Q3yt=*>Pq#^!1sdB35+dY z>OIHY{}28#-#8-TN0D5^U|zy-m^-wi=Pv(>60CVO~8DmZydRL zJs@&GN&iK|#1xY`avy=oOl=Y8OE>J`2K?h?cB!w8nv7!Zv8S|I-4b8d`WQXJ<04vc zfg~?oxwJZV4B@i*x#oajbKobfvo?$~KxjKYGDrC$Rh2{fYvE0WZwI2rhc^iFnUrnK z66fH{rbH&cBM$c9Z7kA0)1O8T`W%!bcHU$zlmn${d@_aa5 z9b3o?YgbGZ!?)u?uSkqkj7sEVIThUNvHCOK2|K_fqQY;A!5gNET{i6YD;VpDk3M4KRA^Yy zx1iKg{jRqNy4^78!RhRlQ}Yip6%_DEGe$f^SE(M6#mz!Rbq+k zEPGEvgj)4EcwA2BR_sV#S0QX55x^24_reB%88=kmiIe`hUtloh7zi>JBsUW_CY$5L z|2mRF2ikDN1M?`qiiT|$zqT`rd5>y|0rCO{!!v<3^e~GrB1~= zAbQ*_RWGo&QGd>#u3X{b(in~V6f3|xgfhqqyyrQv1XTV}gM}@#w{o_^eH9D9+kw`e z?cs;iFFusZ_p5i;7yC1o;$}C%U_}|99GQ2t9So7M1Te{LtHbLmj5Iv7fhP+Hut&Co z<9`@(n7*Lxa@}F_5g1SVc(DpT@jMj;ojqH}97fll%WTh!@0&6{*C(M`31tCo48)P1 zC-)`Cm@+0H-&UPTYMdHVrtqwzf@9qf^t(s_71-ud=WQ^tn0kz<=d@$X2|?=In&JzO zw^0%Cv=A)O+r#GNAJxVVjw#7)f3rIA+9_JD#d(8zbn&$8sSjva-2gFxHR^Eh5FtsXac>B}p-16#nD) zhmySJJoaYLK(j-qjaQs}1CAQ0cmQQm^$zpM3RfUxM~XF4uhS>F6zpswu+QpxK9C^o z&Y){2m|*zy#y&Pk5K?#A?RTGcvi2DB;Qc3O=fgs&{%N^Bzj;=Yt`RRJW*^ zeQyqR+yImmdA=N9?F@*uPhZQecQWez^96qZv;7r2L?gkU=XbJFCvD3#tIC`9@SR}p~cV<6s=V$@mSU5O!Ry_Y9<|d*Xlrn{wr2Z=_<_kU|e+A zHUeWpSmVUV_(e%TlhkE96CoZ`+j^>h?ri=+G9;ORdR0n^;6jV9{KrJPmlzJ<{Y9D| z)*}gbT?mQy0bMvZrzMkbu<+_Vw1MJFa3z!OWrCw~=CpEyQ1q|p4HTq^Yi(+LMgvSU z2&ot8U6(MCRit6o0B#%>Uz)*PT*ATG=jJ7Ctz)oqDgElb4AezqFR*B``~U_kU6)>$ z2Yhj&k*>gi_-)kElu;O&|Nc$K@Bfgshv|_7b6VSwmwt|Uve}Nz`(q80CZf0QOVjBP z9~;|%{Cw+4HQ$Gwv>e~Xft}97Ag)GIAenR%NJPH=HO>#PCucLIrE4rF-lVWgxg_%! zU=~AZ;oY|S7@C*$L($-d)(Qz)8Pd9E1E_LR{oZO%7r2Af7#KS{{;6*wEv8JpXIH7o zT=^f;*fzO|g8A4ssuR<)*TBr_pb-_7ttUweFb|XvcCrULf8At-?b;``s3HHBb@;6sn zdN2pmaG1@>AG>0qjq-qI0R@RFC*vdM+OoaatFDO$zav5KxOl8PlHp-VWkPYj26OHT ztgF|&EB(8*Qx>>CU?DRYu8tpMk6lzAeSU{UwNDO3=aI0-f@Y=2AYa?1Od7_H;-tGk zqsxT=8V8$?Ce9UiUy}+__C&c#R`7GCNM`X5NL0I9n`Vcrvk-MK?3Vj>G#%lOFZ>=8 zTV!(>j|po2dk>#x8I3W?fO|O2bl??8EB@ZYU(g0BexWaw z)%eEG%$BF>M4OmCS5hIp1I|wDs?x!m=1Rmmb(m3ktymZvq5jB7#ZxF?{k%N{Z!$XA z#2x6xCWk{Yd&D|5F4so@{2>00nEJMU`hQuI822rt*k-20VICtI?F_4xx9#y^)UnOefhP@3ETi`U~; z(}j#p=@8vg>@(NfI!@SKRK{Fzeih7NX%rkT5K1BQx^fjN3*^E>+d6<+7aQL&SKvS<|X0> zA=0pmOpJr?Z=ZM9qxz7FmPOUbD;613tUs57axw<>`A`WwevUFM1zNe;lwUNYw|&5_ zE={yI>Dptc#cb>)YP{Y{nkv^rpTaGC+8*B1rRMDwGz}orI&DL_lA(Ovw&@q4zqY3n z1H>pO9D5R&*jI2BZIYA{)qpT5lwSC1SUVl>PwQrLM_3gRp|GD*qHDGD=@PCAP!!X^ z%B#=`Q*+KayEXc8CgA&(2JEUR93$vg=2CrGJPMsZA0f7)-?n(W-%m9LGtdL3;jJcB zP3fyy)hKayf23yrn3DP)02MlEnEm&!LtsL}P2QY7br;3{OhHREnrJgUWN-Gl$w6<% zF0F_-vbY3ObTfXmPW;AY*gNG8jPFDT33G87U{bBNn8&EZ4Vz0zZ?4`2&J^H2-`lHD z;NO0N1%nVy>|eA7WrkrkfM1D1i>-yP(yyb8$O_k-=sZ`Vz!T`KQBc4lY$vW|NIMs!N{P!C zI_-wyA1#4{-N_d}r*LazOAka9a+RHieXnekL}shW8F|fTYN;-6&YvsOL?(Ro?Dgcm zUF&vO7Q-eE34fcO=jWqZnNpfbM}lR6Cx-|pp9{`N8hE>tAG1*DR#BFo3f(v%-75$e zesD$TiyCf|;4oI9+kuFC&Me$@_d} z*GVD(8C2;pz4KNlx8FBe(A?R-Inh{TUbPi9>ECeO|K!N`Ka10lf6n zn}rHAYbce*P#ZkXIIxCHEaV@BN!lao&(9UrxJ#)!?lyk!lcQ({7Oo89fk_n$G@n1!RA3$!P{bH%VSn8?Br%xhJ)WoQXx8s& z6=>LLneACq$oSlo0EF~y4rTzq)e6(q@m1X6n{Nf?2=<;66v+twwh3fJ(@xi9V+J{YgoN;kW|zz1qyilEqm@0&%) z@pyFsoVVQ#M!#f}8L0I;ebi^EzM1utx1wB}4=a2yH-NCAV3+dqM_{D=1Z10bgBs5gah4uCP9FPXOBn0>PKh=}(@MA?F)3 zId0fFpNjAJRt<1fSOu?K+#U<)bX<~?2tF9@@GbSeuPHZ7FV&;s5vB=WFQ9`PdJ%ZJ zQ-jYT_wGf?OC^SwW3&M+Hz#Sb$*wRus?b1N!mHb0s(yqKxeAjTdIm2#^RFoes$E{J z(!Ka_MrW?q7|+Bic@HVIitWCN7Z&%{=DnJN&S!7G10qGND8j8VDk{P<1e-M+y7R-H z7Z*xfmM)s<|D`RRL?J2)Q0kY{e@&-mh8Fk%0JTt%(ZO%R#)#o|@OlEKE5=}(jgxY) zVO6>&^jhD)v0wSnr9wE3+efCA?eML;e&P3z*w%XGE3v;5gP=8sFc_-Ws66O#PJMV% z5J1Hv-J6OXuRF_jVyjYNAWGSB+a=3YR>ueAC*~RB_hJzsUat86u_32V9;)PWO zuAa+XLd2G^Nfz>_e{;4<0L^!@|EYE7C9$!vZ)okeV3G^LlVCw=+=>h)!AN6`dN6{?A2O=luFbnRWr5(W4h%y( zybC~zNRb?wgq_v(&scEg`obuA^nLz`FW%)ko9Zx?&kwkt@OLkim=3l=2s1Du$Gb3z zr36^Lh=sj_2O_>;U9ruE)Ecy*clm)|qkSd+x|^B4LC0uiX8>w!QREwU!xjxi2Iv0B zp#rInBq>$t6sUDjh^!E?oeN#y)+_WqRu6`^i^XPz5k!#^3QS|kh{Jd`X2x)<9F>A0 z;lr7>D6G@-GL{rtO>XC_MD_NOBsUXnd{|$q{EFsy(fPVxp>#4INBKW=I^7^%l5$I_ zm@&RKBpkm3G>kgfWwS`&c#7f?@~d7N=zcN4^V|=fEOb+t%jSg(`~8;8DtBLrxX^#~Rp$ei~3`)FdGJTX&9Rb@bRfcn^ zs^r=Ndff9$$D&H&K_~{61N^`rR`ndUb$iR2QdGd539_bHpmO3@lz$Q=7{bO9@W#r) zG8lmwY`4cgk*7G5d4#R6;|+sv?3H7J>d7h9QB7G6cX8$Al3$eWB^rld1QUV3uNB|> zizB__x(@5t2Cy!`5oJMxBz7zexf1$)SHEXVhl{(LhK>7BMHL$^EOGm>gvPz9!Fl{=DSMU5`g;Gx9qFNTzN z)*ElWZrK`k1t&`x;w(J3Gf zm=q{;l>R~L)1J>1Vqoaa3PJjrA{u0GC!arLT8;qfbd`CjmNJO?jUYMr!C)BWU4&uA zP($^b`jl3?()l8<`SOIAUg&sJOhu^!Sp&Na#!2NS{`@2YMdSU^mqVS4vz=jSu!jNP ztzCfa^UEqin>Fc|dNTJN-08W`=*%TqTS)cswBD>RK(KP^{|D*T3{fV{81#6{1mIfE zbW`n?+s`a<`Z#HZ60o=o{1A=}Vx+1Ax(*dto1C20a#p(Z^A_k0fcPsEA>Qnxx{Kn7 zZnC!8qy;swg6Hdi{k)DfNMYvu1R6fJJ~G9x(#vDNhQi9_S=EaGOr8FtLdG!C=hINX z86O+;G}yY))cPUX{>5$wg!>&E1=`-{Hb#?3(0`SJWk2QMAm-1vvDz#$;l_qDm{b|4 z0FG#1!(a)Xo+-u&*hy7~2WD>Rb&cuo-nBJ;I1+0s8i78)>4tDGkw6on?=Y-w{P%hi zKY?ylDt_oLD4cUVzx{^r+8N-tKaiu*Hvi2*+kbq1kb(GjjE10;=rhOvAuX2J7F&sOaun>V)yW#+4h6{=mqe7lOJ5qu!-$5_YLX{SkLbi%sV&!K+ClljE!nZMM z1v>~xL9tixiwzQn?1QB%T$syoJKk~5MC*=6$60U623ocR^5N%YG^hCMH8f<_mMNC= zo{-JlBPG1mkxQm2C`34SLd+^jt}cA&S#75cdFN{WI1D~Gy@X7@Ba6*yYg%-Z1=!s( zD7tan@r2W37|z&tD4Byu>J_Q{&AC|u74bc>1cwV)0>2XMD9V_sJ_B!C z$`&s&Mc`@)zX{jAA~roaX8yANC|Cp~@j++HRA@SwiRZz+(C70%=3Y}zqxz1>^JHcu z{V_LirbI#M3+m4IAjdCB9cd@j0SX#LVj|FF;*(3zu_HLVa%N0wib645un z9(@<(G5a%Fjw*vO$CXZ4=X^%;(|MNVEiAk_HS2`2i1+X?=1j`dR@YM&6Qp){Wu};7 zRETIW>JFh<3K545kx8o<-hyP0um<26w0%MdX!$LY%jri4?6ngsx|69+jt4?yxQsMG zEYx||VtH%$?SrsBf^fjCA}|86N@ypsz&q?P!fR7#xKgM86jFhI(9XDy|5rH7Ng}*V zIPNe@DvSPG3uQtaS|b$8(0`lQ?78`_wtjVYji%LwQjRt}cbwT*VTso6QfH+qpcsO4 zJJN2%S0+zF?FJ(?XDG2afoe;^@f@dMP>0Ur9QIgeu9GO3gbrmIY?ZQ*bt+Fa>tKzy zF>Tc6APt5Ndk9Q=yZ^OIdXWL8C-5W(2fKM7mV3@Dlt3MId?Znu(R%%RA~q4T{p zar`WRM{ly`qjqsxe=7!aNbmEDCOUeN4g#Y@MOUCSRctags@t9V zX}1=8Vzx><7&w(&w&*Py{pvk>)VzDDWo)^{eu!5Fv*t%LZS(>T{UzK{o?cp0*4*BG2b#T98!-PyPUIn^0I-p7nV?SEagC$|ZD+ zRJ9L#GT0J2>3JJVI-Sb@vAQa<5Ttlz*tnLq1W#izPz8wI;X@hULsjf8+yE?@#(FvI zKE9ow6$&Pgsc9d3uW3P}q56>TQ^GDy@CAodKdo048?1{d8b=@b^4Ft8qp17m#&8-u zJ&^$$h+aO}N3Nl38{tY{6nsK(vkldTdv25V;|z8X3w&4z-{oakpTqbxGpB$>vQs1# zp%0WmGevl)S--$YFp|WdEGnUFI>;ZCwCD(5<8iFD`=q5+#E$tZYJVxNqseT{f#2&- zCl*@7!`GtQkzutr>!YoupB>k_i}DFZP?|HiT#q>N;kjx}GYEA8#}=p<6>aqTJby%h zsW`{l4`2ADSW#kKz#cK&5_EaIvC}NvL7ghn;2u(;64(dhkR-|V@*2mqpR7eF){JC(YR2Qa_nI_yO62a6T3Z4577Q2A z$5_TdDf1`IjA~1>6?=1JPpl^TIDW($bm;J*5*$0!Q%x1nhK9M)g9T!xmyP~neR1SA zN>0f+XRI#0VC^1t%|hKPGdNd&H@?VkAGJPa*$ltT-?{8DrET{~&x_xRH#40<4!?h* z?7~X9@#hY7-5Qlv0k=PYQ5}Pc_LVO`uj_ujf6Jb~f)A?z-6BM7W7?9@Zz?g(p}kvOSch zZD|Mbv|IMg0g)qRY%GY|p;-92Vo)_Rjp5v~+^hb2;K(j1ov2n7;@S#Lu-eIa~v8uW6vld5w z66m7Z5ggymf14Dh^T**l=b-U&o-7ySZA%ZO{CQq~PO0@oiSWYb*8wx(Gr?DfznhR| zGAPoz>Lvue^d-B^}63G8*x53L}Pz? zv-p#U6Zl1a4G{z5l)BjNqq}*)WS!alP_m$OXO0s2A_e3`(X3)=lE_fm_B?a0Ks`&NrU?=1Mjr3G} zzfP?PoZopWXqw4Qgf6`U1%*v{R4G@{33bId+**HxcGZ;gU!CVSLcWlc=W=p--s1GD z;_of%&RS`hjP+^5l||9?t16eKr#Q6gd{GNg#*GMY7!QL%|5`9r-}E@d$1D)i9e(9; zu;25 zpcLL=*Q?P_+KpzxH@-s+pS$lwoaf3AAFKb1#?O5bkq-AjvMLhm65!3%w33iDo;!Yf zQ^+n|k6*y}SivHQ--n}h!uWA zRClx@g{fe6H9T+hJof#gs0{%;V?|z~)%52R%#V-A&S$s8%wWx6OyhnpDk%Hn18uI6 z6TEqdvRpDdGVQYs%>QK$4h4}=%s0dohCjJbkYZ#}p^3#i%xW@YvYgJ0na6mbpn)O# z!ADVb2+(NacnIJck<7x*s&pv3HC1w5kC5|QJSV<#^DR&085XI8K59u%^lC7$@7r5h zdpQTv$Me0PAc1n4b_27aDJs4~{JB6HA5MRLw=)`^@1iQ5f)a=NZT_yCS2!hM*vvGy znLLy1PoHVL9;&6+yx-^QD9hY(6vvs+TJLO*g$PuB&p#Re6GE`puR-H8>;1Q)dD&%e z>cLA3+P}TcUOq@LM6E9|8vETHOsfS1OJt=>)U?O&cMJRp&mDZ$TG$^&t&EDYYhlde z?;i#CiI3?{YfVW+B(RqW=KHR5MPN3=H>4nbVSoA2jz%>B9gXikY4Tip+{(HQju{EN z%ekejxkA-qk7)Q_eKJ8F-(03R0E%KRvjf@dFwZT1?xd}$b2-wf+mbpxNpFo|enOY4 ze;KK2)1X;4knQTY# z6=q_(+DLmV-oZ)2Bd^f=zQKZ_{c&OFZ|tJFVw$nIQ9?qHNZT+%?&N^p;~~Nk19_D{ zYj9fR*Bd2NpZAo2Pi7ztV{9~+)Ub_iM!q83HdUFa*o_BYr`io9+(cPLi{z2#S^27 zFWUnhKg*)Tys9(2t>#4pV*(>xs@HA(j{LDqETmTG-}u50CqlBCg8kNJsOa+9L{d!tP;&k9WPYAVte42Td!8 zT52|4+aMoiw1V+TQLhVeqHIo3H19<$)`znf^Wft1MiPkR=E-^?D~=Xe$X25n%=CcT ziKDIQ!{J3(!?@TmC8H&fI?tsBVWF2vSh@e$||S1a`}rP`R}5$R^is#$Wc6cEHlT? zqSv2q(i5RPJj)I`>SW*r!8=aR`?YB59wEuXQeKiMgKPjxX(;q&Z1-ww{gSoV5#5P51MR1X36|_Q^(wL)R8pQ;T6I;$ ze@kK+KXVe|INOc+_|;ZDlbH_W69ig#LY;M>i|N!3)o@W>;u(^0z~(okUJOKG8aVC~ z^`WnOdT!YkH{DlPP+qEB>GzOs?hcl@H6GUAGAUP5yg_?E^?6bOt+FaQvS#l=y$O3* z&~rmXvL8{_lt-}kiq0HoyDOQmtmM;uj(5PBg90gZ(w*N(qO%pqw*DT#jiVj@Z9lA1*;)g zi#{{RT=t?rwld~J`8pV)S7NY!;zLO8SDU0U$~96fB~W6?TX~FjiYAE- z1(Rna!PK*_%~r+=I{vl5m-E_8L4I5T?T{CX1{7Rv$b;GG>&e-Dxnnm|fusitW8TwO3yJ-7-IDp)h$fPN%Yl zikaJPE{N0Mc}mEqd+Xl&TN!VrdA?Ne@%-+4PK)Bl-9p0@>-YZmxQf3#Sj=}N)_>o} zA*xD`K5SGN*Vhdlk94(RlMdhy8)sAsj7oXPF$+JOn+Cp)J&A#AFz1KXeYm|t>{HRO zJ|8?{%(d4xDVIy+X_rO3Fmfxm6<^hK@q1-~+Cst?KB#m?EYeB=)(V&!P>C`k#NNI8 zfZ@lU2D(zPR=-DazA*MbOa&5S2wkC<&(W=7>@@hzU!4x6&#<2OX(^(deb( zyM`ua6$WE2R7xEar)xj~#3|Wnr&%ligP7%HSjRyd>5fRBOY{2SJ{B6x=W(=DSJL3} z7lAx}!sRd}FW|iTY*+bK)@%J=ql+9+Uq!SgGXLfjjJ?w-H6?*IxabcjhTu@KG>QU0 z!$;>6LD3T4)ml4RPGM-4_GD%{S8}P;Nf?zzdS@X=De9wD(sx(v)^PoR2FhLuu9pNrk!1lSfyvN3$BCi7G(27kG-B zmoXFLIqTYQrf@*$BaCW-%-a()$f0729yHcu#X}AxidJ{hqZ#eMr~MlYi4x9P=JGO&Hn0+sEW&wt`h==@bUt^%er!wy6AL83126#yszY%wey^HZa-IE}d zd*x5wqhprc`f(Ta`%6eduu6>wHYf{@Dvf!M%U-|C| z^28eISaB?OKh>`75^iL^r^!-`{%EPeEC;gAX?C&?p6U>bt0UD_m&k5xJ}3A+Q(JK0PB0T6QPEVrXY1Q zQGWL~H_CSj$l3JJ<1}V!zhu zwAi32iwt*k0OY{Rk=?_xAu|-8>nsw~m@UpPiP8@!6DoS;*LfFnhCliY`vrPW?wuFj z&q)3;$H1Ij$+eejVymU7k7$5ly=j1vgp6RteaC(}m@ij9cp_sZB=dq@HJ#?}+DO88 z^~bFt4(i2EX`d@Wo*e48s(=yGMpKfN+v$HP5yN+(a!l0S>Wz?jWseO{MA6mNr5vqM zTY}RH$7?jb99r&gxjY@VmVOrHnIJ&tHa7In;Z=D~$}qvVWAP zsYRI;j~<}LQEzPgu6j0FB+_`#U9guG(P0KmVjxDiEePY)q>g3x$V%sf11Y4{to*86 z$!Km3^wl|6t~F@Q4mD5QJ(_AE{<@ z(~Hwbe52)#>bCzgDN!BIGsHLB{WiI+TbW+Wl!4nmoS7#+=d!Qv47x9RT>E@q_?NS2 z-?ppQk7ENX&!d_#k#+rbPwZ68c~uj6EE*q37}oCtl?+ba1XC&0QIMb8OZdISI!5pD z`wstyjVSZGR+DO0F^cB0>3EO$=%;b>8b&$E_iT`RbW$UUn3Pf?`5t=5=Iwj&QjSvc z5;nZd>bK%NKSF{*XK}=frPeyPN?}+6%-{|?_+TU8cXQbiaM{7?Q7J`F<|Ey=0#pPj zPuOt=0v2NK=Etd^&m@UoT1-2UJ+ldzs`b>Q4NdVfM~*S^*Et=u+bbg`ND&#sOlt}) zzOYx|wKs>=t?{?)j&nO$){4~Foh&p~~B$C^Xh`VG65(?HyVROdd8Z5S^ zgm{EOskhtUJmU1R_}!o_K?nI|PF)fciK0>OvustOeTg_aE_8>NN>;*+S4Znkm|S=g z$x;0rgdaA3&thb0LqoGHrg5AMspBGoIw?_(w?(RSv? zy>1pJcqcihY=Z6ZL{DqqlB!trEK_9t^Z7V#>|6M#97n zl4W93s3-FDgCuTOl>w;!5yjb-kmVpP8NX{9zy7CSLSZomUE=eis+_yM*apaju@?ub z?=w8EN)=EGxf9%KL92+ZZppvi;hmQAMN(I5+#~^egEPED+qE?vJpH(_0!8#Z^{jI9 znwY;ryj*UJCl=agLz3}jF2NPuaU4fmgSAB-THoIl^ws^&R-&mYZ2IMW;u;tQF1pz| zmYF8)uWXZ!tN{hdS%EUKqZONtB4NU0iB>3Q4J$28_*4nh`{I(qlgZ#7Dy;;+ySz>3 z?YS!xJO?ZJ*s16HLmAtMLqLH0cMEIZRDsK^J!9Lz*!c&~w@dqAhId-$LxcBJnj+}s zcTS-C-W&XEo9974F#1l@S4I0K#@sEn!yBB2sFjIHB$QC6*Y=e%m4iRnCL#&CUzW;b zWM|LtEhIO$vlwqbSZr+UdWe0P z?D(X;1RMA5&+aADk~1oSYWJ^Q41yO*Ayn>Q+*;`C2FZ8{359jFl9=!k1=P*0iN&*X zZ4zeZ&F#kFo#c{#$yh=%G-m*GNRGhyWCuf*1!6}8WS6taG_OW zOo#ac{z%X6J^1#a2fqnq%#;z!27qn6|t1F>G06y zn&hV6sK~@G6`CP z=Po)9@DD%VjWvk}ULl`bZRJU1NOvBQw0A;n{|F@9F=}@HbJhUEe-0IF#OB>EQTOTM@>a z2QD)s6b??P9MAEj+jmbuMfSem-x1${87eoy+jr*SxeNEdiWoJ-=fN$Vf^v*gr|731 zxgO2)4SLRr^9Xe*wyr&x^@JT4T#Ag|pMd)*#8xCaCF~#C4;0!6M>bCDGW(()@^ckk zp%E8O(NLZR1@F0DEM`OuZckd2I*c&xucVA!NWUak`!Jble=xkGa|GK=KXsu8C)|g_ zc0`^VRLksIT98V$I9!^v>^Tk^_tUFN`kjr2;GDIcKC_*P>7DgpA}=2nBMGm>&tq=I zS#gCOS9{?-wH{{&x=75Bw;|U`8^vaSjBaE5Q+@8Tpc7*=!9^_pc8Ets*so3zfKKvk$ac^1K9!Y!yX ze;+NGjldJL&>*eJJ=yDwc>tXv8LPxqAb28Ds)q~zU z-yu!#T%Bn+r@{sg=c^Ab83gtI8W8Vg_dChfD64J`w(7bLgd|c%*yaH>y|Y1Ows-mm zESB4x14*JlNv~|Zi&EnBGWZF!X1)65cp}?f+L?B3e^MdJptu$`RiyS zaEQKz9%zyqV#;1DtKtzz z8$F)1NUx(ieCJHg=YHPeiiK9@vq?*=kSDa3$jM;uNAfYAo~Es+4(XZoG=nE?w&ZEU zWp2xwE%XRDVCUX$=%A!}=>yN^53o$9Uu#QLoxc~YLv7Z>YX$l0 z%RJ`=&^{^{U6xjiT5ITd$@3)Af2HR9ON!!EUrXeG>?RJG^>p48q(znN{ZEO)`0shxZDKmzH+9xM+h`^>aVWz1T`nj8 ziKX&z0BW@z83(E>Pgp#)^u9;2KH|*w>|NT96bXd1c}UV^cRwQ++9uWM(xIM? z?u}6Hd(hBaAA{s(B%&$#1>hjfoR3e@+aMyTslC!-WL5Y*!iJd&rS~4s}@$e ziW;QkQx4CSyCl^!H|ivkdaDn*{y^_d@c*RC`v*q>*X`|)B0D!)!D#C<1Bm`;g~ESk z746LA zXDz^$mTORlOgx2mZ%Bq_MAqX`o#}tS`WnC7=oY5j_o5j|7>eZPBckPZy`)AdK3)Uh z-k_R1&CRu5EQMf-L5o~i?>zA#i)=_Nw-!?upZN?x^mUS+kHyPekrNw2mD~L9iBYhs zHEFWXU=`o%IX4qD?OEpDBz8XWPTp8P)=d~@o|?4S^7Bc-ft~v{q7I*LpvF2$YN_C? zWh$1{QYY#g_FZs>71cdi<}_rQy_519DxPkTlHz3qdy0ZgOW+wB$MH81_JGBXq-SLZ zD`SjqbD+pqjYD@T5Br1v!xa>?3kam^AuK&QCRl_}lUq)|#!Y|Xh?Kd?b~Zc=BU*fg z{lH8UAI?wl+_JKxC>t~0_G0eS3lc)CcfPQAJKnD|z@@D_(@XhL3unxhqS@4qML+)fksc!Z$Cs{|@ygAHL5|Nc#6 z-yaS1dUPt_)sOl8xVZuNHx4X^Ac1r>BbsLTw#-vEWY`-M zj`z2E1jP-cqjSXSS+{eH{bF0~56v7rCcpXgu#;IXVLG(UJ&Lsq%O%^@!wA zbc*W_$9{EFe5TscdHdnqzE6;w z@8xIxht$XpV;9xr*JlFU%kKOEDq!DIXyJc|Yi1scRpW3zRYxcQ_&ZpTMMQ8op z@fBl#xzHD?fijnB6){RPG!*sbr-BOqE{fZIihATrCP&0R$!0LJM}$X`;H*yQk1T>N zlCL)48j+%JrepmM{jE4l6&z@#J@dPI-|us$+p%^;)7e`)#~u;xFe6WrH>-EWM&TI_ zN1g00)J#d~)8rrad(V1GOOI`FGd+VK`DzjOE2xzb!`av$s)yfMz3jrsPE7ryV8|l& zr6TrO>PY#KZ+~|0 zsp;CifD_x~`yPD$ch*LK4r{F-cKkx2*-4^ui@VrxQw%}5U?lzhy@ZTC+Sw#2&n$YA z^3t~Ks18VwrO*$cM%yjMd)rO4HTHifP6p7K!$J6+q|Ni!(_LX<<{;k}!8-?e3J^H= zbIXdK5G?o3178?l?`-?kw{lyRk$PQ+wP%VN#j~$#C(^wbEcDjt%6`S5BBQ0_z?PAw zzg%9}Gxzi<%KKyd-WGMC(b;O9F&_WkGg!1DEpzU{LPj|wS!yb4ww;yae|_?NY=Z6e zjWPp+MT$?ulZ3sQWhEQF8l)+XygH8e9VD#6C4e{!GCvc)wrpPC#Hy|KF?gF?3onp-X$bn8X9m?1yT4mcE9Cnt*0+XUl~>@E2@a}Y zA~T4I&xNBTR&GBD+`@3OdhOgG+;tvs=@G*cV|eCh`BFz+#26fgSd>aZb4Mg{`o4Jf zPaC2KB!|-Qy?{XrL!y54Vmd}I&M~{G2&bO>@dkpWogb=$^wz0Km**eL@$(*4h%#?l ziDifa2HH%7Zp{<6M*CLSAu`gI;Q5D(@>4tRHR13lkCkYAsG>rlFRo*)=d>kndWf;t z`E~9w$8teK$ZKSKQ`X7Gnxhw;c%TvD05qi2aFX33(eoh1alJ+2ZZQj zrr$}}R%zKKGm1(kDv1*7-*6AfG`=$Kdu{PIyJ@Q0RgPSPlhyEP-dc^~2Q!2p0`md| zUv&)yCzbct@gHVUmG9zRir;rhPh3jbv>JPpRsv+G6`Wm`rx;vC9A&Mb5V@Qqa2JkKn)ce6i@`Ty0tk&3+M5Z6 zBa73B!E!}(S#`87f1mfY>JVq)&khuCRDP@v6!f+YmfL<|+QK`xIeuX=Wt$p5e58g1 zAKer*tKd@{rCd)}Jk1!Z87=MLdQN94Ahnhjd!i zl+|WsyK@Pd{rQT7a)fPe+Mpas(vj3^)x9ktTz=^a6qxRe2`N%uGeQV{f>aL#;eyeU z9`tkC3S$D{@cv!ok-SBwTg)fpQs8od@h<2g@XuPgYc2dv&4IvaC8 zMhGayqEm|7wZtjcNb#lx(eO`tO@ND}sdebQU)gQ>n3S(O-PZwUz=&s%K$4_Af9y4-6T~_WWcCZVK>NMFJG<-XpDG{;t zMUBzXqft+LTHz-ge0w{(!w226nQnvnKMALP9h)>)uedyN(0L)5SGJ)^_5EivGr#~< z%8hKnNK(b1;}Pcz(@o68gH1P=bT;TwJ|aY1xyU&FCVTiTt6TAve*H0EX58)reJV6| zc&pQmX>aAJ?QNWMl&c8_8BM z+RCDZBcDN~^-8(EmdK1u%2LX2ip^37I9W%vlzp+P;6(8I#yJJ7Zr5`Zu1kMB*-ffr z)_g?p8RhJ9XWwrYB$eJXel3y;pgomuP@ZAdwVTP2y>EX&bM@&Lo2H%8g-(89!d+NsJZEb);KfW$vRV>}G2$9WTXa24qZ0m(9Zj15E1%7J@H|k zQfeKfuF8rg;NGRT&+NEUH6Cy!E=fL1&I8~0bmh5%r*l0F2;S*IKEWoPwqo%-+jN}W zR~MapHOu7k-k{UV{V6X!o_iACWL-!h>N+~%)4)7SxgGx1#7y#JhYWv&e)QZmT|Afv zzDN#29&6;u4jbt37SOkPUqYVuC z!nhf5KYj8cfUJli6fqhfA5@gHCEM{e1;(B@j36p!^LOw>MFpWt6D6i9d`e;FPm+D% z2*HVCHFiq*pAFU<{vB)n2gqo8ME$c8Is&v3dzrQhbelTGAg;M0dJg2pgNIKQGz!Mg ze)no}=)M&2Q2w>?@^~?gXv^x^)gz!^Rbd>@dI*Q!flYL8)(r^p<81{ap@tG@`PS4ax`;^t(5ekp_2k9tMM^YZ%i;A34oAf1yk`2_f< z!!D=|&rDID^ZqF1Y3-GZcCBUPs^6%hjX^Q(3pRWqciVuQ70N+(Xi46Zq~>!?t6)sA zNvxGF9$88GYMMCEVPi+(9}10Ne2uDr1f_gELy&X#=9~&Kr6R90h+eW}_NLxA>?P~?A-U1+)ukG>j)o%!)w-)&2E5VUf8>8?YhjuF0r4rs z?t0^zd-kJBT}A)~#$d9S8S%)IyyH{_Bhqw4*T2!w{0NFjktmeXb?fexgY`pv#thwI zU?#7ruj^k%4*g#7Py~aRPDcViG}B$A;&<@FwzA;KDR_$2vrOZr_oZ%dy#1WoS0zAR zHh^mGP8fj_8-(3)f@uD{)i^!!`UhYM=|EIFyvJ>-WqxH#g*x5M{4hT6F|a6h^OZ;_ zwuE3-uJzld(FozLK--#U&t4#+CB#C2WCN@I&$fqOFI-EzQf=A6jNJRpH$RWS3I(m- zI5^qw+BbbvhYS^1u`4@g>W`e6AXFH@Z^#tQ*233>P1(=1FGZYX47#8_7o4u8^etyD zq|a^^*NZ*1t~I9@KCnT>s`0qEtFCS82c5k0KxlleRBWJ)GUF%vKP-_it=<18 zrFJ$)QFglR=*N!%l7g=H3<>22Q^`uRvc=5nuSs?9v}J*E@e`;C79ZUIeY-oz z=TXm0wEv+ph`T_ERVHy++aJTcE?=H=xONjEP~EkPik#x-uA^9V&gJ=^PgKPH%P~LZ z-Iq9$M^o`VD&}{dl~o<*2NFjk&>4V3Mzeu+2mFc3Mf zj#9fUsTMmfty5OK33^?SQDDedU&&~$?W-6IM)Hf0s3~?pl~}h2BlmA9zNbYz0s_GzfZ%^^Yp1!k%!?PzM}cWa z&o=k--a5EE>_}jSs!q?=td#KHefU_jc$&bhsoav_^6XG|Z*CUz!(O*5zsut10)r;8 zQM+lI!EW6U^5_|a^b(#abB}*SljG&B&G+G6l)lgT>=eRP*LwK)#1cHMky~{~RN>K0)O2}* zeXy11;&AL}+|I!zPots9W`1&p;q$tRLe4xD#(i8nfg41x_=4_^F9pSBFKkZSX4FiRcDn=q1|Fbkk93LgZq^- zHnoVD(}uvDg9Qn0&gM^1g_i_U0;2vWb{tWYm8h(*p1BZ=! zP?TZS=F_pd(w4dRl-CZHLP$o#?xZK_=yl$+OsTrFW#}isUV%;ewqXO$zVCa3<0;rM zl4j1jyRoxQ)V#vmWTOz4SoVKEl+AIBwwvH2Vm5k*$}05Xb(92*d;_Oo zwp32XTUgI_s($H1M?6!oIO^qoY++;(ye(06met_ZnbSp5z$R16?(xm9KFNa|c%SPt z^Bd#)Zc=L@n0-Gw%uoHZ2qEkq{j)<0!MLLzLD5r3g} z#c^y)xC**uR2j@D2C6)pb~O@14npm(SHeTd2dQ>jn8@w(jR9y`CbfC86b-}6gNDEF zHPXu^X#Gb~{QNzJlbNzH*8)zv#{9HUW}@-f{M2MYaR^PYUznlC^JZmtLV&ihk06}V zpE~!vc0Ybtp2~VG`15BSZ#XvtG~Z^eT^b}xqn0-@J6gN0K;1Cm^WJOu64ERMbc2aS z&n1S_^cN<~I$Tv76VBow&wU?i*3TaTLP>hVq5>+)FBqHWlJb#=N(d)VD6ed5i>N+8 z3jzk?;~I76`lQpmLgQ69_baT+I__sq&+9pmhFgDdUFo?%GO3 zHEsW5WDDaD9E;Omaf^B!p|mwq#{^kQr>N7U{Ww(Z zF+4j{I!3MB)3fgf8|ko91)e1WmuG2eh!8&=?9uOUJ{ZMd#1`Xhh#`TA!3#l9_T)x3 zT9;+cNTC@Db;r|nu4vksDpSeQ!*=D<)Tr^k@-4V9v5GoQ`bJ&P0M#AYb?J1`Z2Nt9 z{k$KXz`Go!APZk_6J+iO3c1i&hs|X4WY!D|&Fh|g;qt&PW!bw4oVpbq8<0?{%&LZ1 zMVGPSqqK4U7_Ju{Qi=cm6C&&=BSWWV8m@9b4Thtf__RsLM*_g>H2d z6kXWs`zdMBlo4N2Fi2Cw4H9f}bSK?ZN?}&E+B7hE!y1fRA2Y?dGv{kMK6#z->?qB7 zh?>4l>YVL3JuqXuL%-fY?T9Gw=+I>UF86Iw25RAFb-lzN<$aLc!i3-X1tQMkTnb8Z z^3>?u=}y3GBIPzYjh$Lql5ef|w(nc%6iLL$<-vCQ+n60*~TR|Ae%D|o-=mW3GH`)aY|bVi~ghalLCWvu>Q9mD!t@J1*{@lppPYVA`V zzCQk21EX<4dy_CVTDw>)C}gr{ruVVmEw{l>F&uQ0$(0FE%MH~&cnmt_ACuf*;G8$g zK-q@HpSnH~FR2M$xct4}p(_VI4lOf%54|E4;eTX0@ApZI_r2~ol_1;g|vy;44H0aZ(a+%|M|Mr zXyqcVCtu?cgl3ggN7Yizjq{JbE)WMIU3QZzA4;u5pTR9tlY~4CZqN^R(vzL()>lD{ zu>P8kp9ASJ;3nI4+&@B{XIh@lA76xI#$G@M+BH4JiwM4A?JfeA$SyG@*ny~nFn6P!ue0*Dx*wlOLrHT9>) zZJmE50rl?s_=qs1Zj*X%g+_Ig8GL=8HWQscX7cy*>0qW4dYxPYY+j_WN(6XX6_9V` z&eg@0A^t@RN%@${b90ty<_MAXe>bhnJ?V%RRt*X~)+`vOt@TYE^l#m?^#+3bVD&Uo zjms(ZezJ1*+edZ9OX4@bfDO3PQ?^?=mWl$PQ@ZTvlZ0x$U_^-L(2?+9i9)sV>P_fD znELV#?(L}pLgE*<+n7QyDn!5dA(v&0eA3~kJP84T`rx-cQN81~?j;i+c^&xu^iEWpb>!rFTE*-yP3* zu8Ph#P3ya?Xtinlk^J*ChL*@d(xHGIe&$x(h zkkxBPBgkUL#y`DoRM%Tr{^?a^EK+T#sBtYq`v=jIHI968*~>;UkzWq~K>BENhP1?b z#MENUKC>nS$<12i#RRyg5A8x1ypy-6s2d`$21Io_bcYc~kn`bpnzyr8gj-U}O2cI% zxL#aH8Du!hhzZ<{{w1Z9(6RH{Q%7d^*{W?D?cKP?2{HOZCC9e2 z(lg94S3h1jD72D~+LzZbf?5pj0%um4NCEWP+x_){-1oI7;gFl8qBEK7g)jGsvK{(4 z*lO#l&?}uuGwbK(j9t{)RPpE7=TE3K%-6NwSoT~A60(DTNA+!(b4A$iuwi&e#lFI6 z@B}(K0kSogf1WFQE-bUJ^1FOv)2V4m(%l)M$TrYgGmAX$^I2uS-9Z-xkV`bq<_I5% zB#HNNxj5O)H2K8>h+Ey0(I>%;)y22Yvdld6CX@ws0#cxX=eo`hUlX6MD+B5D^sK8k zf?e*+zvMt4q1_jfsg8{Jm^LCK4BgAEOWHPCwEB zJX597;fc)gOP15)mZnm7@60>o!cu@Y81)VWY*4+vySTvJdSUe00g*C7c%e6Pp!_JO zTbmh??Rw!L3<{W($;VhYC2*D_qB``TK>hrb7>fOhW)E{3Vc1e8?)Z zphNxRRUdxx6MY1A_D}|P!zuFM>^7oHL|26JbAqZXgeEuPxMJ!k5|i!7x+5{f!LE2i zA8D%5d7;gWfhq#F{VqN{5A#}8yl zA~_1J+b-fwg8Rl|1h_Y%5yEK`XyCzw=(~4 z>D2Lq@9Jy}hP=6Kpx75jlJU>A(a$l0kjVDq;?vtB8rWPo=`8>K2ynWtEzj@|M?V=l zA|4gqXN{5)xtwE{xq4~oO@;%%)*ZkeQs3`~oYnStw*$p?sr`p)wm+wdEE9E%o7fEJ zZY{lHR5PZ#LhP;2YNkdjf7_jM9@>d7Y8TGlv>8p5)7KGbkrMgy)G)l$Bv7uhdsRDg z1s^{`1aUq@!17GDQ4>sqtJH2R=JrAVhd*~hfOT#^AHum^s#|A&i{Ae^rPqJ@go2FW z@h+zL@&EmCH$f8ko_e4YP7C&yBZ>h2AJ0Vm@7w|aYtIYh0pb7ZWx><8fz)vv!c+KP zJQD%9CjcHCsJ$T$`2Xc9K$-=?J2WiFv;J2v``^p^pAG%* - from pure_with_types import mandelbrot_with_types - File "/mnt/c/Users/rurur/Desktop/p/python/advanced_python/advanced-python-homework-2023/interpreters/pure_with_types.py", line 4 - pmin: float = -2.5, - ^ -SyntaxError: mismatched input ':' expecting RPAREN - -real 0m5.653s -user 0m15.313s -sys 0m0.617s diff --git a/interpreters/results/Jython_full.txt b/interpreters/results/Jython_full.txt deleted file mode 100644 index dff3fdf..0000000 --- a/interpreters/results/Jython_full.txt +++ /dev/null @@ -1,11 +0,0 @@ -Traceback (most recent call last): - File "test_full_with_types.py", line 1, in - from pure_with_types import mandelbrot_with_types - File "/mnt/c/Users/rurur/Desktop/p/python/advanced_python/advanced-python-homework-2023/interpreters/pure_with_types.py", line 4 - pmin: float = -2.5, - ^ -SyntaxError: mismatched input ':' expecting RPAREN - -real 0m4.948s -user 0m14.826s -sys 0m0.715s diff --git a/interpreters/results/PyPy-3.9-v7.3.13.txt b/interpreters/results/PyPy-3.9-v7.3.13.txt index b7dde11..34d3b2e 100644 --- a/interpreters/results/PyPy-3.9-v7.3.13.txt +++ b/interpreters/results/PyPy-3.9-v7.3.13.txt @@ -1,4 +1,6 @@ -interpreter: PyPy-3.9-v7.3.13 -time in seconds: -with types no types with numpy -0.099699 0.093644 3.830524 \ No newline at end of file +{ + "interpreter": "PyPy-3.9-v7.3.13", + "time_with_types": 0.099363702, + "time_no_types": 0.109923603, + "time_np": 3.676712179 +} diff --git a/interpreters/results/PyPy-3.9-v7.3.13_full.txt b/interpreters/results/PyPy-3.9-v7.3.13_full.txt index bb72907..2e58523 100644 --- a/interpreters/results/PyPy-3.9-v7.3.13_full.txt +++ b/interpreters/results/PyPy-3.9-v7.3.13_full.txt @@ -1,12 +1,3 @@ - -real 0m5.456s -user 0m0.128s -sys 0m0.459s - -real 0m3.527s -user 0m0.107s -sys 0m0.492s - -real 0m15.416s -user 0m4.836s -sys 0m1.698s +5.319 +3.638 +14.639 diff --git a/interpreters/results/Pyodide.txt b/interpreters/results/Pyodide.txt new file mode 100644 index 0000000..ad8eca3 --- /dev/null +++ b/interpreters/results/Pyodide.txt @@ -0,0 +1,6 @@ +{ + "interpreter": "piodide", + "time_with_types": 1.785, + "time_no_types": 1.681, + "time_np": 2.833 +} \ No newline at end of file diff --git a/interpreters/results/Xeus.txt b/interpreters/results/Xeus.txt new file mode 100644 index 0000000..39ef077 --- /dev/null +++ b/interpreters/results/Xeus.txt @@ -0,0 +1,6 @@ +{ + "interpreter": "Xeus", + "time_with_types": 1.1555191, + "time_no_types": 1.0386694, + "time_np": 1.2727932 +} \ No newline at end of file diff --git a/interpreters/test.py b/interpreters/test.py deleted file mode 100644 index 602579b..0000000 --- a/interpreters/test.py +++ /dev/null @@ -1,43 +0,0 @@ -import time -import sys -from pure_with_types import mandelbrot_with_types -from pure_no_types import mandelbrot_no_types -from np_extended import mandelbrot_np - - -def test(function): - tic = time.perf_counter_ns() - image = function() - toc = time.perf_counter_ns() - return (toc - tic) / 1e9 - -def try_func(function): - try: - time = test(function) - except Exception as e: - raise e - return time - -def main(arg): - interpreter = arg[1] - - time_with_types = "err" - time_no_types = "err" - time_np = "err" - - time_with_types = try_func(mandelbrot_with_types) - time_no_types = try_func(mandelbrot_no_types) - time_np = try_func(mandelbrot_np) - - response = f"interpreter: {interpreter}\n"\ - "time in seconds:\n"\ - "with types\tno types\twith numpy\n"\ - f"err\t{time_no_types:.6f}\t{time_np:.6f}" - # response = "{:.6f} {:.6f}".format(time_no_types, time_np) - print(response) - with open("results/{}.txt".format(interpreter), "w", encoding="utf8") as f: - f.write(response) - - -if __name__ == "__main__": - main(sys.argv) diff --git a/interpreters/test_full.sh b/interpreters/test_full.sh index 9ec5dda..095c423 100644 --- a/interpreters/test_full.sh +++ b/interpreters/test_full.sh @@ -2,11 +2,11 @@ interpreterCmd=$1; interpreterTitle=$2; - +TIMEFORMAT=%R { time $interpreterCmd test_full_with_types.py && time $interpreterCmd test_full_no_types.py && time $interpreterCmd test_full_np.py; } 2> results/${interpreterTitle}_full.txt; -$interpreterCmd test.py $interpreterTitle; +$interpreterCmd test_func_only.py $interpreterTitle; diff --git a/interpreters/test_full_no_types.py b/interpreters/test_full_no_types.py index 5ab5d83..5ccc32d 100644 --- a/interpreters/test_full_no_types.py +++ b/interpreters/test_full_no_types.py @@ -1,3 +1,3 @@ -from pure_no_types import mandelbrot_no_types +from test_funcs.pure_no_types import mandelbrot_no_types mandelbrot_no_types() diff --git a/interpreters/test_full_np.py b/interpreters/test_full_np.py index 16277b6..441dcf8 100644 --- a/interpreters/test_full_np.py +++ b/interpreters/test_full_np.py @@ -1,3 +1,3 @@ -from np_extended import mandelbrot_np +from test_funcs.np_extended import mandelbrot_np mandelbrot_np() diff --git a/interpreters/test_full_with_types.py b/interpreters/test_full_with_types.py index 1757580..5911739 100644 --- a/interpreters/test_full_with_types.py +++ b/interpreters/test_full_with_types.py @@ -1,3 +1,3 @@ -from pure_with_types import mandelbrot_with_types +from test_funcs.pure_with_types import mandelbrot_with_types mandelbrot_with_types() diff --git a/interpreters/test_func_only.py b/interpreters/test_func_only.py new file mode 100644 index 0000000..737a87d --- /dev/null +++ b/interpreters/test_func_only.py @@ -0,0 +1,49 @@ +import time +import json +import sys, os +# sys.path.append(os.path.abspath("./test_files")) + +from test_funcs.pure_with_types import mandelbrot_with_types +from test_funcs.pure_no_types import mandelbrot_no_types +# from test_funcs.np_extended import mandelbrot_np + +def test(function): + tic = time.perf_counter_ns() + image = function() + toc = time.perf_counter_ns() + return (toc - tic) / 1e9 + +def try_func(function): + try: + time = test(function) + except Exception as e: + raise e + return time + +def main(arg): + interpreter = arg[1] + + time_with_types = "err" + time_no_types = "err" + time_np = "err" + + time_with_types = try_func(mandelbrot_with_types) + time_no_types = try_func(mandelbrot_no_types) + # time_np = try_func(mandelbrot_np) + + response = dict( + interpreter=interpreter, + time_with_types=time_with_types, + time_no_types=time_no_types, + # time_np=time_np + ) + result_string = json.dumps(response, indent=4, ensure_ascii=False) + # f = open("results/{}.txt".format(interpreter), "w", encoding="utf8") + # print(result_string, file=f) + # f.close() + + print(result_string) + + +if __name__ == "__main__": + main(sys.argv) diff --git a/interpreters/test_funcs/__init__.py b/interpreters/test_funcs/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/interpreters/linspace.py b/interpreters/test_funcs/linspace.py similarity index 100% rename from interpreters/linspace.py rename to interpreters/test_funcs/linspace.py diff --git a/interpreters/np_extended.py b/interpreters/test_funcs/np_extended.py similarity index 100% rename from interpreters/np_extended.py rename to interpreters/test_funcs/np_extended.py diff --git a/interpreters/pure_no_types.py b/interpreters/test_funcs/pure_no_types.py similarity index 95% rename from interpreters/pure_no_types.py rename to interpreters/test_funcs/pure_no_types.py index d919337..c1c6a57 100644 --- a/interpreters/pure_no_types.py +++ b/interpreters/test_funcs/pure_no_types.py @@ -1,4 +1,4 @@ -from linspace import linspace +from .linspace import linspace def mandelbrot_no_types( pmin=-2.5, diff --git a/interpreters/pure_with_types.py b/interpreters/test_funcs/pure_with_types.py similarity index 95% rename from interpreters/pure_with_types.py rename to interpreters/test_funcs/pure_with_types.py index 9e667df..7545cba 100644 --- a/interpreters/pure_with_types.py +++ b/interpreters/test_funcs/pure_with_types.py @@ -1,4 +1,4 @@ -from linspace import linspace +from .linspace import linspace def mandelbrot_with_types( pmin: float = -2.5,