From c0aef15b2e6aace68c2e4dbc14a0149d7a39a85f Mon Sep 17 00:00:00 2001 From: Brad Langhorst Date: Thu, 21 May 2026 15:58:41 -0400 Subject: [PATCH 1/9] adds a new workflow for assessing coverage of genomic features and a visulaization of those results --- bin/feature_depth_bokeh.py | 656 +++++++++++++++++++++++++++++++++++++ feature_cov_meth.nf | 412 +++++++++++++++++++++++ 2 files changed, 1068 insertions(+) create mode 100755 bin/feature_depth_bokeh.py create mode 100644 feature_cov_meth.nf diff --git a/bin/feature_depth_bokeh.py b/bin/feature_depth_bokeh.py new file mode 100755 index 0000000..e546002 --- /dev/null +++ b/bin/feature_depth_bokeh.py @@ -0,0 +1,656 @@ +#!/usr/bin/env python +"""Hex-density plot of per-feature library depth. + +Dense regions render as hex tiles colored by point count; sparse hexes +(<= --outlier-threshold) drop their points back in as individual markers so +outliers stay visible. Within each library column points are spread along x +by chromosome so they don't collapse on a single line. +""" +import argparse +import math +import re +import sys + +import numpy as np +import polars as pl +from bokeh.io import output_file, save +from bokeh.layouts import column as bk_column, row as bk_row +from bokeh.models import ( + BasicTicker, + ColorBar, + ColumnDataSource, + CustomJS, + CustomJSTickFormatter, + Div, + FixedTicker, + HoverTool, + Label, + LabelSet, + LinearColorMapper, + RadioButtonGroup, + Range1d, + Select, + Span, +) +from bokeh.palettes import Category10, Viridis256 +from bokeh.plotting import figure +from bokeh.util.hex import cartesian_to_axial, hexbin + +ENZYME_ORDER = ['Msp1+ApeK1', 'Msp1', 'Msp1+HaeIII'] +DEPTH_THRESHOLDS = [1, 2, 5, 7, 9] +BAM_SUFFIX_RE = r'\.ds\.md\.bam$' +ID_COLS = ['File', 'Geneid', 'Chr', 'Start', 'End', 'Strand', 'Length'] + + +def parse_lib(name): + parts = name.split('_') + return { + 'library': name, + 'enzyme': parts[2] if len(parts) > 2 else '', + 'amount_buffer': '_'.join(parts[3:-1]) if len(parts) > 4 else '', + 'replicate': parts[-1] if len(parts) > 1 else '', + } + + +def chr_sort_key(c): + s = str(c) + m = re.match(r'(?:chr)?(\d+|X|Y|M|MT)$', s) + if m: + v = m.group(1) + if v.isdigit(): + return (0, int(v), '') + return (1, 0, v) + return (2, 0, s) + + +def main(): + ap = argparse.ArgumentParser() + ap.add_argument('counts_tsv') + ap.add_argument('-o', '--out', default='feature_depth_bokeh.html') + ap.add_argument('--hex-size-x', type=float, default=0.06, + help='hex tile size in x data units (default 0.06)') + ap.add_argument('--outlier-threshold', type=int, default=2, + help='hexes with this count or fewer render as points (default 2)') + ap.add_argument('--y-scale', choices=['log', 'linear'], default='log', + help="initial vertical axis scale: 'log' (depth log10-transformed, " + "default) or 'linear' (raw depth, includes zeros). Switchable in HTML UI.") + ap.add_argument('--plot-type', choices=['hex', 'violin'], default='hex', + help="initial plot type: 'hex' (hexbin density + outliers, default) " + "or 'violin' (per-library kernel density). Switchable in HTML UI.") + ap.add_argument('--y-range', choices=['per-feature', 'common'], default='per-feature', + help="initial y-range mode: 'per-feature' (each panel autoscales, default) " + "or 'common' (all panels share one scale). Switchable in HTML UI.") + ap.add_argument('--violin-bins', type=int, default=40, + help='histogram bins per library for violin density estimate (default 40)') + ap.add_argument('--depth-cap', type=float, default=None, + help='cap raw depth at this value (rows above stack at the cap, ' + 'preventing single outliers from compressing the visible scale).') + ap.add_argument('--depth-cap-percentile', type=float, default=99.0, + help='cap at this percentile of non-zero depths (default 99). ' + 'Ignored if --depth-cap is given. Pass 100 to disable.') + args = ap.parse_args() + + with open(args.counts_tsv) as fh: + header_cols = fh.readline().rstrip('\n').split('\t') + sample_cols = [c for c in header_cols if c not in ID_COLS] + if not sample_cols: + sys.exit('no sample columns found in counts table') + + overrides = {'Geneid': pl.Utf8, 'Chr': pl.Utf8} + overrides.update({c: pl.Float64 for c in sample_cols}) + + lf = pl.scan_csv( + args.counts_tsv, + separator='\t', + schema_overrides=overrides, + ) + all_cols = lf.collect_schema().names() + + long_lf = ( + lf.select(['File', 'Geneid', 'Chr', *sample_cols]) + .unpivot( + index=['File', 'Geneid', 'Chr'], + on=sample_cols, + variable_name='library', + value_name='depth', + ) + .with_columns([ + pl.col('library').str.replace(BAM_SUFFIX_RE, ''), + pl.col('depth').cast(pl.Float64, strict=False), + ]) + .filter(pl.col('depth').is_not_null()) + ) + long = long_lf.collect(engine='streaming') + if long.is_empty(): + sys.exit('no rows to plot') + + # Snapshot original (pre-cap) depths for the per-library threshold counter. + long = long.with_columns(pl.col('depth').alias('depth_orig')) + + # Apply optional depth cap. Rows above the cap collapse onto the cap value + # so a few extreme outliers can't compress the visible distribution. + depth_cap = None + if args.depth_cap is not None: + depth_cap = float(args.depth_cap) + elif args.depth_cap_percentile is not None: + nonzero = long.filter(pl.col('depth') > 0)['depth'] + if nonzero.len() > 0: + depth_cap = float(nonzero.quantile(args.depth_cap_percentile / 100.0)) + if depth_cap is not None and depth_cap > 0: + n_over = long.filter(pl.col('depth') > depth_cap).height + print( + f'[feature_depth_bokeh] depth cap = {depth_cap:g} ' + f'(clipping {n_over} of {long.height} rows; ' + f'depth max before clip = {float(long["depth"].max()):g})', + file=sys.stderr, + ) + long = long.with_columns( + pl.when(pl.col('depth') > depth_cap).then(depth_cap).otherwise(pl.col('depth')).alias('depth') + ) + else: + print('[feature_depth_bokeh] no depth cap applied', file=sys.stderr) + + libraries = long['library'].unique().to_list() + meta_rows = [parse_lib(lib) for lib in libraries] + meta = pl.DataFrame(meta_rows) + + enz_rank = {e: i for i, e in enumerate(ENZYME_ORDER)} + meta = ( + meta.with_columns( + pl.col('enzyme').replace_strict(enz_rank, default=99, return_dtype=pl.Int32).alias('enz_rank') + ) + .sort(['enz_rank', 'amount_buffer', 'replicate']) + .with_columns(pl.int_range(0, pl.len()).alias('idx')) + ) + + palette = Category10[max(3, len(ENZYME_ORDER))] + color_map = {e: palette[i] for i, e in enumerate(ENZYME_ORDER)} + meta = meta.with_columns( + pl.col('enzyme').replace_strict(color_map, default='#888888', return_dtype=pl.Utf8).alias('color') + ) + + long = long.join( + meta.select(['library', 'enzyme', 'amount_buffer', 'replicate', 'idx', 'color']), + on='library', + how='inner', + ) + + chroms = sorted(long['Chr'].drop_nulls().unique().to_list(), key=chr_sort_key) + n_chr = len(chroms) + if n_chr > 1: + chr_offset = {c: -0.4 + 0.8 * i / (n_chr - 1) for i, c in enumerate(chroms)} + elif chroms: + chr_offset = {chroms[0]: 0.0} + else: + chr_offset = {} + + long = long.with_columns( + pl.col('Chr').replace_strict(chr_offset, default=0.0, return_dtype=pl.Float64).alias('chr_off') + ).with_columns( + (pl.col('idx') + pl.col('chr_off')).alias('x'), + ) + + N = meta.height + replicate_by_idx = {int(i): str(r) for i, r in zip(meta['idx'].to_list(), meta['replicate'].to_list())} + ab_x = meta['idx'].to_list() + ab_text = meta['amount_buffer'].to_list() + + # Precompute per-(feature, library, threshold) counts of rows with + # depth_orig >= threshold. Used for the in-HTML "show count above" widget. + threshold_counts = {} # {(feature, lib_idx, ti): count} + for ti, t in enumerate(DEPTH_THRESHOLDS): + g = long.filter(pl.col('depth_orig') >= t).group_by(['File', 'idx']).len() + for row in g.iter_rows(named=True): + threshold_counts[(row['File'], int(row['idx']), ti)] = int(row['len']) + + thr = args.outlier_threshold + size = args.hex_size_x + + FIG_W, FIG_H = 1500, 600 + + # cap value in y_raw space for both scales (None if no cap) + cap_y_raw = { + 'log': np.log10(depth_cap) if depth_cap is not None and depth_cap > 0 else None, + 'linear': depth_cap if depth_cap is not None else None, + } + + lib_color = dict(zip(meta['idx'].to_list(), meta['color'].to_list())) + n_bins = args.violin_bins + # per-column metadata, populated inside build_column and consumed by the JS callback. + # Keyed by (scale, plot_type, y_mode). Storing only the visible column's items + # gets touched per JS callback so dropdown changes stay fast. + col_labels = {} # {key: [LabelSet, ...]} + col_spans = {} # {key: [Span, ...]} + col_span_y_min = {} # {key: [float, ...]} + col_span_y_to_norm = {} # {key: [float, ...]} + col_is_log = {} # {key: bool} + + def render_violin(p, sub): + """Per-library histogram-density violin polygons.""" + smooth_kernel = np.array([1, 2, 4, 2, 1], dtype=float) + smooth_kernel /= smooth_kernel.sum() + # one partition pass instead of N filter scans + parts = sub.partition_by('idx', as_dict=True) + for key, lib_sub in parts.items(): + lib_idx = key[0] if isinstance(key, tuple) else int(key) + y_vals = lib_sub['y'].to_numpy() + if len(y_vals) < 3: + continue + ymin_l, ymax_l = float(y_vals.min()), float(y_vals.max()) + if ymax_l <= ymin_l: + continue + edges = np.linspace(ymin_l, ymax_l, n_bins + 1) + counts, _ = np.histogram(y_vals, bins=edges) + smoothed = np.convolve(counts.astype(float), smooth_kernel, mode='same') + d_max = smoothed.max() + if d_max <= 0: + continue + half_width = smoothed / d_max * 0.4 + centers = (edges[:-1] + edges[1:]) / 2 + xs = np.concatenate([lib_idx - half_width, (lib_idx + half_width)[::-1]]) + ys = np.concatenate([centers, centers[::-1]]) + color = lib_color.get(lib_idx, '#888888') + p.patch( + xs.tolist(), ys.tolist(), + fill_color=color, fill_alpha=0.45, + line_color=color, line_alpha=0.9, line_width=1, + ) + # median tick + median = float(np.median(y_vals)) + p.line( + [lib_idx - 0.4, lib_idx + 0.4], [median, median], + line_color=color, line_width=2, line_alpha=0.9, + ) + + def build_column(scale, plot_type, y_mode): + col_key = (scale, plot_type, y_mode) + col_labels[col_key] = [] + col_spans[col_key] = [] + col_span_y_min[col_key] = [] + col_span_y_to_norm[col_key] = [] + col_is_log[col_key] = (scale == 'log') + + use_log = scale == 'log' + if use_log: + y_axis_label = 'depth (log scale)' + raw_expr = pl.when(pl.col('depth') > 0).then(pl.col('depth').log10()) + else: + y_axis_label = 'depth (linear)' + raw_expr = pl.col('depth') + + base = long.with_columns(raw_expr.alias('y_raw')) + plottable_all = base.filter(pl.col('y_raw').is_not_null()) + if plottable_all.is_empty(): + return None + + # Pixel-matched y normalization so hex tiles render regular regardless of + # data range. y_raw is rescaled into [0, y_norm_scale] using either the + # whole dataset's min/max (y_mode == 'common') or each feature's own + # min/max (y_mode == 'per_feature'). Original-depth ticks are restored + # via the JS tick formatter below. + y_norm_scale = N * FIG_H / FIG_W + if y_mode == 'common': + common_y_min = float(plottable_all['y_raw'].min()) + common_y_max = float(plottable_all['y_raw'].max()) + common_y_span = max(common_y_max - common_y_min, 1e-9) + + plots = [] + for feature in sorted(base['File'].unique().to_list()): + sub_all = base.filter(pl.col('File') == feature) + if sub_all.is_empty(): + continue + sub_nonnull = sub_all.filter(pl.col('y_raw').is_not_null()) + + if sub_nonnull.is_empty(): + # placeholder panel using a nominal y range + y_top = y_norm_scale * 1.55 + y_bot = -y_norm_scale * 0.05 + p = figure( + x_range=Range1d(start=-0.6, end=N - 0.4), + y_range=Range1d(start=y_bot, end=y_top), + title=f'{feature}: depth per library (no non-zero counts; ' + f'{sub_all.height} rows total, all zero)', + width=1500, height=300, + tools='pan,box_zoom,wheel_zoom,reset,save', + ) + p.add_layout(Label( + x=(N - 1) / 2, y=(y_bot + y_top) / 2, + text='no non-zero read counts in this feature category', + text_align='center', text_font_style='italic', + text_color='#888888', + )) + p.xaxis[0].ticker = FixedTicker(ticks=list(range(N))) + p.xaxis[0].major_label_overrides = replicate_by_idx + p.xgrid.grid_line_color = None + plots.append(p) + continue + + if y_mode == 'common': + y_raw_min = common_y_min + y_raw_max = common_y_max + y_raw_span = common_y_span + else: + y_raw_min = float(sub_nonnull['y_raw'].min()) + y_raw_max = float(sub_nonnull['y_raw'].max()) + y_raw_span = max(y_raw_max - y_raw_min, 1e-9) + y_to_norm = y_norm_scale / y_raw_span + + sub_all = sub_all.with_columns( + ((pl.col('y_raw') - y_raw_min) * y_to_norm).alias('y') + ) + sub = sub_all.filter(pl.col('y').is_not_null()) + + y_top = y_norm_scale * 1.55 + y_bot = -y_norm_scale * 0.05 + ab_label_y = y_norm_scale * 1.05 + count_label_y = y_norm_scale * 1.30 + enz_label_y = y_norm_scale * 1.45 + + if plot_type == 'hex': + title_suffix = '(hex density + outliers; x-jitter within each library = chromosome)' + else: + title_suffix = '(per-library histogram density; median line at horizontal tick)' + + p = figure( + x_range=Range1d(start=-0.6, end=N - 0.4), + y_range=Range1d(start=y_bot, end=y_top), + title=f'{feature}: depth per library {title_suffix}', + width=FIG_W, + height=FIG_H, + tools='pan,box_zoom,wheel_zoom,reset,save', + ) + + if plot_type == 'hex': + x = sub['x'].to_numpy() + y = sub['y'].to_numpy() + hb = hexbin(x, y, size) + bins = pl.DataFrame({ + 'q': np.asarray(hb.q).astype(np.int64), + 'r': np.asarray(hb.r).astype(np.int64), + 'counts': np.asarray(hb.counts).astype(np.int64), + }) + qs, rs = cartesian_to_axial(x, y, size, 'pointytop') + sub_qr = sub.with_columns([ + pl.Series('q', qs.astype(np.int64)), + pl.Series('r', rs.astype(np.int64)), + ]) + # hexbin() already returns per-bin counts; reuse them instead of a fresh groupby. + outlier_qr = bins.filter(pl.col('counts') <= thr).select(['q', 'r']) + outliers = sub_qr.join(outlier_qr, on=['q', 'r'], how='inner') + keep_bins = bins.filter(pl.col('counts') > thr) + + if keep_bins.height > 0: + mapper = LinearColorMapper( + palette=Viridis256, + low=float(keep_bins['counts'].min()), + high=float(keep_bins['counts'].max()), + ) + p.hex_tile( + q='q', r='r', size=size, + source=ColumnDataSource(dict( + q=keep_bins['q'].to_list(), + r=keep_bins['r'].to_list(), + counts=keep_bins['counts'].to_list(), + )), + fill_color={'field': 'counts', 'transform': mapper}, + line_color=None, alpha=0.85, + ) + p.add_layout(ColorBar( + color_mapper=mapper, + ticker=BasicTicker(desired_num_ticks=6), + title='points per hex', + title_text_font_size='9pt', + major_label_text_font_size='8pt', + width=12, padding=4, + ), 'right') + + if outliers.height > 0: + osrc = ColumnDataSource(dict( + x=outliers['x'].to_list(), + y=outliers['y'].to_list(), + depth=outliers['depth'].to_list(), + library=outliers['library'].to_list(), + enzyme=outliers['enzyme'].to_list(), + chrom=outliers['Chr'].to_list(), + geneid=outliers['Geneid'].cast(pl.Utf8).to_list(), + )) + r = p.scatter( + x='x', y='y', source=osrc, + size=4, alpha=0.55, color='#444444', line_color=None, + ) + p.add_tools(HoverTool(renderers=[r], tooltips=[ + ('library', '@library'), + ('enzyme', '@enzyme'), + ('chr', '@chrom'), + ('geneid', '@geneid'), + ('depth', '@depth'), + ])) + else: + render_violin(p, sub) + + cap_raw = cap_y_raw['log' if use_log else 'linear'] + if cap_raw is not None and y_raw_min <= cap_raw <= y_raw_max: + cap_y = (cap_raw - y_raw_min) * y_to_norm + p.add_layout(Span( + location=cap_y, dimension='width', + line_color='#cc3333', line_width=1, + line_dash='dashed', line_alpha=0.6, + )) + p.add_layout(Label( + x=N - 0.4, y=cap_y, + text=f'cap @ depth={depth_cap:g}', + text_align='right', text_baseline='bottom', + text_font_size='8pt', text_color='#cc3333', + )) + + # threshold marker line, position updated via JS on dropdown change. + # level='overlay' forces it above hex tiles / violins. + initial_t = DEPTH_THRESHOLDS[2] # 5: a middle value visually obvious by default + initial_y_raw = math.log10(initial_t) if use_log else float(initial_t) + initial_loc = (initial_y_raw - y_raw_min) * y_to_norm + tspan = Span( + location=initial_loc, dimension='width', + line_color='#ff6600', line_width=2.0, + line_dash='dashed', line_alpha=0.95, + level='overlay', + ) + p.add_layout(tspan) + col_spans[col_key].append(tspan) + col_span_y_min[col_key].append(float(y_raw_min)) + col_span_y_to_norm[col_key].append(float(y_to_norm)) + + p.yaxis.axis_label = y_axis_label + p.yaxis.formatter = CustomJSTickFormatter( + args=dict(y_min=y_raw_min, slope=1.0 / y_to_norm, is_log=use_log), + code=""" + const v = tick * slope + y_min; + if (is_log) { + const raw = Math.pow(10, v); + if (raw >= 1000) return raw.toExponential(0); + return raw.toFixed(raw >= 10 ? 0 : 1); + } + if (Math.abs(v) >= 1000) return v.toExponential(1); + return v.toFixed(0); + """, + ) + p.xaxis[0].ticker = FixedTicker(ticks=list(range(N))) + p.xaxis[0].major_label_overrides = replicate_by_idx + p.xaxis[0].axis_label = 'replicate' + p.xgrid.grid_line_color = None + + p.add_layout(LabelSet( + x='x', y='y', text='text', + source=ColumnDataSource(dict( + x=ab_x, text=ab_text, y=[ab_label_y] * N, + )), + text_font_size='8pt', angle=0.6, text_align='left', + )) + + count_cds_data = { + 'x': list(range(N)), + 'y': [count_label_y] * N, + } + for ti in range(len(DEPTH_THRESHOLDS)): + count_cds_data[f'count_t{ti}'] = [ + (str(c) if (c := threshold_counts.get((feature, lib_idx, ti), 0)) > 0 else '') + for lib_idx in range(N) + ] + count_label = LabelSet( + x='x', y='y', text='count_t2', # initial = '5' (DEPTH_THRESHOLDS[2]) + source=ColumnDataSource(count_cds_data), + text_font_size='8pt', text_align='center', text_color='#555555', + ) + p.add_layout(count_label) + col_labels[col_key].append(count_label) + + for enzyme in ENZYME_ORDER: + grp = meta.filter(pl.col('enzyme') == enzyme) + if grp.is_empty(): + continue + x_start = float(grp['idx'].min()) + x_end = float(grp['idx'].max()) + p.add_layout(Span( + location=x_end + 0.5, dimension='height', + line_color='black', line_width=1, + line_dash='dotted', line_alpha=0.4, + )) + p.add_layout(Label( + x=(x_start + x_end) / 2, y=enz_label_y, + text=enzyme, + text_font_size='11pt', text_font_style='bold', + text_align='center', text_color='#333333', + )) + + plots.append(p) + + return bk_column(*plots) if plots else None + + cols = {} + for scale in ('log', 'linear'): + for ptype in ('hex', 'violin'): + for ymode in ('per_feature', 'common'): + cols[(scale, ptype, ymode)] = build_column(scale, ptype, ymode) + + if all(c is None for c in cols.values()): + sys.exit('no plottable depth rows') + + initial_scale = args.y_scale + initial_type = args.plot_type + initial_ymode = 'common' if args.y_range == 'common' else 'per_feature' + for (scale, ptype, ymode), col in cols.items(): + if col is None: + continue + col.visible = (scale == initial_scale and ptype == initial_type and ymode == initial_ymode) + + js_args = {} + for (scale, ptype, ymode), col in cols.items(): + if col is not None: + js_args[f'col_{scale}_{ptype}_{ymode}'] = col + + scale_toggle = RadioButtonGroup( + labels=['log10', 'linear'], + active=0 if initial_scale == 'log' else 1, + ) + type_toggle = RadioButtonGroup( + labels=['hex', 'violin'], + active=0 if initial_type == 'hex' else 1, + ) + range_toggle = RadioButtonGroup( + labels=['per-feature', 'common'], + active=0 if initial_ymode == 'per_feature' else 1, + ) + js_args['scale_toggle'] = scale_toggle + js_args['type_toggle'] = type_toggle + js_args['range_toggle'] = range_toggle + + vis_lines = [] + for (scale, ptype, ymode), col in cols.items(): + if col is None: + continue + name = f'col_{scale}_{ptype}_{ymode}' + vis_lines.append( + f"{name}.visible = (scale === '{scale}' && ptype === '{ptype}' && ymode === '{ymode}');" + ) + + threshold_select = Select( + value=str(DEPTH_THRESHOLDS[2]), # default = 5, matches initial label/span positions + options=[str(t) for t in DEPTH_THRESHOLDS], + width=80, + ) + + # serialize per-column meta into flat dicts keyed by 'scale_ptype_ymode' for JS lookup + def _ckey(s, p, m): + return f'{s}_{p}_{m}' + labels_by_col_js = {_ckey(*k): v for k, v in col_labels.items()} + spans_by_col_js = {_ckey(*k): v for k, v in col_spans.items()} + ymin_by_col_js = {_ckey(*k): v for k, v in col_span_y_min.items()} + ynorm_by_col_js = {_ckey(*k): v for k, v in col_span_y_to_norm.items()} + islog_by_col_js = {_ckey(*k): v for k, v in col_is_log.items()} + + js_args['threshold_select'] = threshold_select + js_args['threshold_options'] = [str(t) for t in DEPTH_THRESHOLDS] + js_args['labels_by_col'] = labels_by_col_js + js_args['spans_by_col'] = spans_by_col_js + js_args['ymin_by_col'] = ymin_by_col_js + js_args['ynorm_by_col'] = ynorm_by_col_js + js_args['islog_by_col'] = islog_by_col_js + + js_code = """ + const want_log = scale_toggle.labels[scale_toggle.active] === 'log10'; + const want_hex = type_toggle.labels[type_toggle.active] === 'hex'; + const want_perf = range_toggle.labels[range_toggle.active] === 'per-feature'; + const scale = want_log ? 'log' : 'linear'; + const ptype = want_hex ? 'hex' : 'violin'; + const ymode = want_perf ? 'per_feature' : 'common'; + """ + '\n '.join(vis_lines) + """ + // only touch the now-visible column's labels and spans + const ckey = scale + '_' + ptype + '_' + ymode; + const ti = threshold_options.indexOf(threshold_select.value); + const t_val = parseFloat(threshold_select.value); + const labels = labels_by_col[ckey]; + if (labels && ti >= 0) { + const field_name = 'count_t' + ti; + for (const ls of labels) { + ls.text = {field: field_name}; + } + } + const spans = spans_by_col[ckey]; + const ymins = ymin_by_col[ckey]; + const ynorms = ynorm_by_col[ckey]; + const is_log = islog_by_col[ckey]; + if (spans) { + const y_raw = is_log ? Math.log10(t_val) : t_val; + for (let i = 0; i < spans.length; i++) { + spans[i].location = (y_raw - ymins[i]) * ynorms[i]; + } + } + """ + callback = CustomJS(args=js_args, code=js_code) + scale_toggle.js_on_change('active', callback) + type_toggle.js_on_change('active', callback) + range_toggle.js_on_change('active', callback) + threshold_select.js_on_change('value', callback) + + scale_div = Div(text='y-axis scale:') + type_div = Div(text='plot type:') + range_div = Div(text='y-axis range:') + threshold_div = Div(text='show count of points with depth ≥') + controls = bk_row( + bk_column(scale_div, scale_toggle), + bk_column(type_div, type_toggle), + bk_column(range_div, range_toggle), + bk_column(threshold_div, threshold_select), + ) + + children = [controls] + for col in cols.values(): + if col is not None: + children.append(col) + layout = bk_column(*children) + + output_file(args.out, title='Feature depth per library') + save(layout) + + +if __name__ == '__main__': + main() diff --git a/feature_cov_meth.nf b/feature_cov_meth.nf new file mode 100644 index 0000000..fad932f --- /dev/null +++ b/feature_cov_meth.nf @@ -0,0 +1,412 @@ +nextflow.enable.dsl=2 + +params.mk_files = '*.methylKit.gz' +params.bam_files_glob = '*.md.{bam,bam.bai}' +params.tmp_dir = '/tmp/' +params.output_dir = 'cov_vs_meth.output' +params.count_dup_reads = false +params.mouse = false +params.human_t2t2 = false + +local_ref_files_path = '/mnt/home/langhorst/nebnext_projects/em-seq/em-seq_ref_files' + +feature_count_dup_option = params.count_dup_reads ? '' : '--ignoreDup' + +if (params.mouse) { + params.genome = "${local_ref_files_path}/grcm39+meth_controls.fa" + params.ucsc_cpg_islands_gtf = "${local_ref_files_path}/grcm39_cpg_islands.gtf.gz" + cpg_chr_lookup = '$10,$5' //switch from chr to genbank naming + params.refseq_gff_url = 'https://ftp.ncbi.nlm.nih.gov/genomes/refseq/vertebrate_mammalian/Mus_musculus/annotation_releases/109/GCF_000001635.27_GRCm39/GCF_000001635.27_GRCm39_genomic.gff.gz' + params.ncbi_assembly_report_url = 'https://ftp.ncbi.nlm.nih.gov/genomes/refseq/vertebrate_mammalian/Mus_musculus/annotation_releases/109/GCF_000001635.27_GRCm39/GCF_000001635.27_GRCm39_assembly_report.txt' + refseq_chr_lookup = '$7,$5' //switch from NC -> genbank naming + params.epd_promoter_bed_url = 'https://epd.expasy.org/ftp/epdnew/M_musculus/003/Mm_EPDnew_003_mm10.bed' + params.old_new_chain_url = 'http://hgdownload.cse.ucsc.edu/goldenPath/mm10/liftOver/mm10ToMm39.over.chain.gz' +} + +if (params.human_t2t2) { + params.genome = "${local_ref_files_path}/T2T_chm13v2.0+bs_controls.fa" + params.ucsc_cpg_islands_gtf = "${local_ref_files_path}/t2t2_ucsc_cpg_islands.gtf.gz" + cpg_chr_lookup = '$10,$10' //just use column 10 for T2T + params.refseq_gff_url = 'https://ftp.ncbi.nlm.nih.gov/genomes/refseq/vertebrate_mammalian/Homo_sapiens/annotation_releases/110/GCF_009914755.1_T2T-CHM13v2.0/GCF_009914755.1_T2T-CHM13v2.0_genomic.gff.gz' + params.ncbi_assembly_report_url = 'https://ftp.ncbi.nlm.nih.gov/genomes/refseq/vertebrate_mammalian/Homo_sapiens/annotation_releases/110/GCF_009914755.1_T2T-CHM13v2.0/GCF_009914755.1_T2T-CHM13v2.0_assembly_report.txt' + refseq_chr_lookup = '$7,$10' //switch from NC -> chr1 naming + params.epd_promoter_bed_url = 'https://epd.expasy.org/ftp/epdnew/human/006/Hs_EPDnew_006_hg38.bed' + params.old_new_chain_url = 'https://hgdownload.soe.ucsc.edu/goldenPath/hg38/liftOver/hg38ToHs1.over.chain.gz' +} + + +process fetch_chain_file { + conda "curl" + + input: + val url + + output: + path('*.chain.gz') + + script: + """ + curl -fsSL -o chain_file.chain.gz "${url}" + """ +} + +process fetch_refseq_assembly_report { + conda "curl" + + input: + val url + + output: + path('*.txt') + + script: + """ + curl -fsSl "${url}" > assembly_report.txt + """ +} + +process clean_epd_gtf { + conda "curl ucsc-bedtogenepred ucsc-genepredtogtf crossmap" + + input: + val(url) + path(assembly_report) + path(chain_file) + + output: + path('epd_promoters.gtf') + + script: + """ + + curl -fsSL "${url}" \ + | tr ' ' '\t' \ + | bedToGenePred /dev/stdin /dev/stdout \ + | genePredToGtf file /dev/stdin /dev/stdout \ + > epd_promoters_oldref.gtf && \ + CrossMap gff ${chain_file} epd_promoters_oldref.gtf epd_promoters_newref.gtf + + awk -v OFS='\\t' -v FS='\\t' 'NR==FNR {dict[\$1]=\$2; next} {\$1=dict[\$1]; print}' \ + <(grep -v '^#' ${assembly_report} | awk -v OFS='\\t' -v FS='\\t' '{print \$10,\$5}' | tr -d '\\r') \ + <(zcat -f epd_promoters_newref.gtf | grep -v '^#') > epd_promoters.gtf + """ +} + +process epd_promoter_counts{ + conda "subread=2.0.0" + cpus 16 + + input: + path(gtf) + path('*') + + output: + path 'epd_promoter_counts.tsv' + + script: + """ + featureCounts --primary ${feature_count_dup_option} -Q 10 -M -f -o -O --fraction -p -P -B -C \ + -a ${gtf} \ + --tmpDir ${params.tmp_dir} \ + -T ${task.cpus} \ + -o epd_promoter_counts.tsv *.bam + """ +} + +process clean_cpg_islands_gtf { + conda "gawk gzip" + + input: + path ucsc_cpg_gtf + path(assembly_report) + + output: + path('cpg_islands.uniqname.gtf') + + script: + """ + awk -v OFS='\\t' -v FS='\\t' 'NR==FNR {dict[\$1]=\$2; next} {\$1=dict[\$1]; print}' \ + <(grep -v '^#' ${assembly_report} | awk -v OFS='\\t' -v FS='\\t' '{print ${cpg_chr_lookup}}' | tr -d '\\r') \ + <(zcat -f ${ucsc_cpg_gtf} | grep -v '^#') \ + | awk -v FS='\t' -v OFS='\t' '{print \$1,\$1":"\$4"-"\$5,\$3,\$4,\$5,\$6,\$7,\$8,\$9}' \ + > cpg_islands.uniqname.gtf + """ +} + +process cpg_island_counts{ + conda "subread=2.0.0" + + cpus 16 + + input: + path gtf + path('*') + + output: + path 'cpg_island_counts.tsv' + + script: + """ + featureCounts --primary ${feature_count_dup_option} -Q 10 -M -f -o -O --fraction -p -P -B -C \ + -a ${gtf} \ + --tmpDir ${params.tmp_dir} \ + -T ${task.cpus} \ + -o cpg_island_counts.tsv *.bam + """ +} + +process refseq_feature_download { + conda "curl" + + input: + val url + + output: + path('*.gff') + + script: + """ + curl -fsSl ${url} | zcat -f > refseq.gff + """ +} + +process refseq_feature_gffs { + tag {feature} + conda "subread=2.0.0 bedtools=2.29.2" + + input: + path(gff) + path(assembly_report) + val(feature) + + output: + tuple val(feature), path("${feature}.gff") + tuple val(feature), path('*_flat.saf') + + script: + """ + awk -v OFS='\\t' -v FS='\\t' 'NR==FNR {dict[\$1]=\$2; next} {\$1=dict[\$1]; print}' \ + <(grep -v '^#' ${assembly_report} | awk -v OFS='\\t' -v FS='\\t' '{print ${refseq_chr_lookup}}' | tr -d '\\r') \ + <(zcat -f ${gff} | grep -v '^#') \ + | grep "GeneID:" \ + | grep -P -v "_alt\\t" \ + | grep -P -v "^na\\t" \ + | sed -r 's/;Dbxref(=[^;]*)GeneID:([^,;]+)([;,])/;gene_id=\\2;Dbxref\\1GeneID:\\2\\3/' \ + | awk -v OFS='\\t' -v FS='\\t' \ + '(\$3=="exon") && (index(\$9,"gbkey=mRNA") > 0) && (index(\$9,"-1;Parent") > 0) \ + { print(\$1,\$2,"mRNAexon1",\$4,\$5,\$6,\$7,\$8,\$9); next } + (\$3=="exon") && (index(\$9,"gbkey=mRNA") > 0) \ + { print(\$1,\$2,"mRNAexon",\$4,\$5,\$6,\$7,\$8,\$9); next } + { print } + ' > name_converted.gff + + # exons overlap, we want only the longest to avoid 0 cov exons from featureCounts + flattenGTF -a name_converted.gff -o flat_name_converted.saf -t ${feature} + + # need to switch to bed for intersection later + tail -n +2 flat_name_converted.saf \ + | awk -v OFS='\\t' -v FS='\\t' '{print \$2,\$3-1,\$4,\$1,"-",\$5}' \ + | bedtools sort -faidx ${params.genome}.fai -i /dev/stdin > ${feature}_flat.bed + + # filters by feature type + awk -v type=${feature} -v OFS='\\t' -v FS='\\t' '(\$3==type) { print}' name_converted.gff > ${feature}.gff + + # only include those entries that intersect with the desired feature type, back to SAF format + echo "GeneID\tChr\tStart\tEnd\tStrand" > ${feature}_flat.saf + bedtools intersect -a ${feature}_flat.bed -b ${feature}.gff -u \ + | awk -v OFS='\\t' -v FS='\\t' '{print \$4,\$1,\$2+1,\$3,\$6}' >> ${feature}_flat.saf + """ +} + +process feature_methylation { + tag {feature} + conda "bedtools=2.29.2 htslib=1.9" + + input: + tuple val(feature), val(feature_gff), val(sample_id), val(context), path(methylkit) + + output: + tuple val(sample_id), val(context), path('*_methylation.tsv') + + script: + // gff 9 columns: CM000994.3 cmsearch exon 3172239 3172348 . + . ID=exon-X... + // input: + // chrBase chr base strand coverage freqC freqT + //CM000994.3.3050095 CM000994.3 3050095 F 4 0.00 100.00 + // "bed" (with additional columns): chr, base0, base1, methylation fraction, coverage + // coverage >= 5 + // chr, start, end, chr:base0-base1, methylation proportion -> groupby column 4, mean of column 5 + """ + bedtools intersect -nonamecheck \ + -wa -wb -loj \ + -a ${feature_gff} -b <(zcat ${methylkit} | awk -v FS='\\t' -v OFS='\\t' 'NR>1 {print \$2, \$3-1, \$3, \$6/100, \$5}') \ + | awk -v FS='\\t' -v OFS='\\t' '\$14>=5 {print \$10,\$11,\$12,\$1":"\$4-1"-"\$5, \$13}' \ + | sort -k4,4 | bedtools groupby -g 4 -o mean -c 5 \ + > ${feature}_methylation.tsv + """ +} + +process combine_feature_methylation { + publishDir "${params.output_dir}/features/${sample_id}/${context}", mode: 'copy' + + input: + tuple val(sample_id), val(context), path(methylation_files) + + output: + path('*combined_methylation.tsv') + + script: + """ + echo 'Feature\tLocus\tMeth' > ${sample_id}_${context}_combined_methylation.tsv + for f in ${methylation_files} ; do + filebase=\$(basename "\${f}" _methylation.tsv) + lines=\$(wc -l <(grep -ve '^\\s*\$' -e '^#' "\$f") | cut -f 1 -d ' ') + paste <( yes \${filebase} | head -n \$lines ) <(grep -ve '^\\s*\$' -e '^#' "\$f") >> ${sample_id}_${context}_combined_methylation.tsv + done + """ +} + +process refseq_feature_counts { + conda "subread=2.0.0" + publishDir "${params.output_dir}", mode: 'copy' + cpus 16 + + input: + tuple val(feature), path(feature_saf) + path bam_files + + output: + path '*_counts.tsv' + + script: + """ + featureCounts --primary ${feature_count_dup_option} -Q 10 -M -f -O --fraction -p -P -B -C \ + -a ${feature_saf} -F SAF\ + -t ${feature} \ + -g 'ID' \ + --tmpDir ${params.tmp_dir} \ + -T ${task.cpus} \ + -o ${feature}_counts.tsv *.bam + """ +} + +process feature_violin { + cpus 1 + memory '32 GB' + conda "scipy pandas matplotlib seaborn" + publishDir "${params.output_dir}/features/violin", mode: 'copy' + + input: + path(methylation) + + output: + tuple path("*.png"), path("*.svg"), path("*.tsv") + + script: + """ + #!/usr/bin/env python + + """ +} + +process feature_depth_bokeh { + cpus 1 + memory '8 GB' + conda "bokeh polars numpy" + publishDir "${params.output_dir}", mode: 'copy' + + input: + path(combined_counts) + + output: + path('feature_depth_bokeh.html') + + script: + """ + feature_depth_bokeh.py ${combined_counts} -o feature_depth_bokeh.html + """ +} + +process combine_counts { + publishDir "${params.output_dir}", mode: 'copy' + + errorStrategy { task.exitStatus == 141 ? 'ignore' : 'terminate' } + + input: + path(feature_counts) + path(cpg_counts) + path(epd_counts) + + output: + path('combined_feature_counts.tsv') + + script: + """ + set +o pipefail + + echo -n 'File\t' > combined_feature_counts.tsv + grep -hve '^\\s*\$' -e '^#' ${cpg_counts} | head -n 1 >> combined_feature_counts.tsv + + for f in ${feature_counts} ${cpg_counts} ${epd_counts}; do + filebase=\$(basename "\${f}" _counts.tsv) + lines=\$(wc -l <(grep -ve '^\\s*\$' -e '^#' "\$f") | cut -f 1 -d ' ') + paste <( yes \${filebase} | head -n \$lines ) <(grep -ve '^\\s*\$' -e '^#' "\$f") | tail -n +2 >> combined_feature_counts.tsv + done + """ +} + + +workflow { + + // Define channels + methylkits = Channel.fromPath(params.mk_files) + .map{ it -> tuple(it.baseName.split(".methylKit")[0], it.baseName.split(".methylKit")[0].split("_")[-1], it)} + .filter{it[1] == "CpG"} + + bams = Channel.fromFilePairs(params.bam_files_glob, checkIfExists: true) + ucsc_cpg_islands_gtf = Channel.fromPath(params.ucsc_cpg_islands_gtf, checkIfExists: true).first() + ncbi_assembly_report_url = Channel.value(params.ncbi_assembly_report_url) + refseq_gff_url = Channel.value(params.refseq_gff_url) + epd_promoter_bed_url = Channel.value(params.epd_promoter_bed_url) + old_new_chain_url = Channel.value(params.old_new_chain_url) + + // Run processes + chain_file = fetch_chain_file(old_new_chain_url) + ncbi_assembly_report = fetch_refseq_assembly_report(ncbi_assembly_report_url) + epd_promoters_gtf = clean_epd_gtf(epd_promoter_bed_url, ncbi_assembly_report, chain_file) + epd_counts = epd_promoter_counts(epd_promoters_gtf, bams.map{ it -> it[1] }.collect()) + cpg_islands_gtf = clean_cpg_islands_gtf(ucsc_cpg_islands_gtf, ncbi_assembly_report) + cpg_counts = cpg_island_counts(cpg_islands_gtf, bams.map{ it -> it[1] }.collect()) + refseq_gff = refseq_feature_download(refseq_gff_url) + + // Define feature types + refseq_feature_types = Channel.of('exon', 'CDS', 'gene', 'mRNA', 'mRNAexon', 'mRNAexon1') + + // Process RefSeq features + refseq_outputs = refseq_feature_gffs(refseq_gff, ncbi_assembly_report, refseq_feature_types) + feature_gff_for_meth = refseq_outputs[0] + feature_saf_for_counts = refseq_outputs[1] + + // Feature methylation + feature_methylation_ch = feature_gff_for_meth + .concat(cpg_islands_gtf.map{ it -> tuple("cpg_islands", it) }) + .concat(epd_promoters_gtf.map{ it -> tuple("epd_promoters", it) }) + .combine(methylkits) + + feature_methylation_out = feature_methylation(feature_methylation_ch) + combined_methylation_out = combine_feature_methylation(feature_methylation_out.groupTuple(by: [0,1])) + + // Feature counts + all_bam_files = bams.map{ it -> it[1] }.flatten().collect() + + feature_counts = refseq_feature_counts(feature_saf_for_counts, all_bam_files) + + // Violin plots + feature_violin(combined_methylation_out.collect()) + + // Combine all counts + combined_counts = combine_counts(feature_counts.collect(), cpg_counts, epd_counts) + + // Bokeh dot plot of depth per library, per feature category + feature_depth_bokeh(combined_counts) +} From e072922efed234d6a5bee9686d4daa2a89f55c33 Mon Sep 17 00:00:00 2001 From: Brad Langhorst Date: Sun, 24 May 2026 10:03:47 +0000 Subject: [PATCH 2/9] Potential fix for pull request finding 'Unused local variable' Co-authored-by: Copilot Autofix powered by AI <223894421+github-code-quality[bot]@users.noreply.github.com> --- bin/feature_depth_bokeh.py | 1 - 1 file changed, 1 deletion(-) diff --git a/bin/feature_depth_bokeh.py b/bin/feature_depth_bokeh.py index e546002..c765186 100755 --- a/bin/feature_depth_bokeh.py +++ b/bin/feature_depth_bokeh.py @@ -104,7 +104,6 @@ def main(): separator='\t', schema_overrides=overrides, ) - all_cols = lf.collect_schema().names() long_lf = ( lf.select(['File', 'Geneid', 'Chr', *sample_cols]) From 34d21af23e52900764c2ee4b2ea56013761b6630 Mon Sep 17 00:00:00 2001 From: Brad Langhorst Date: Sun, 24 May 2026 07:59:00 -0400 Subject: [PATCH 3/9] Documents feature_cov_meth.nf pipeline and updates feature_depth_bokeh.py Addresses PR comments: - Add detailed usage and parameter documentation for feature_cov_meth.nf in README.md - Refactor feature_depth_bokeh.py to generalize library/group parsing and color mapping - Add --strip-suffix option to feature_depth_bokeh.py for flexible BAM label handling - Make genome parameter handling in feature_cov_meth.nf more robust and customizable - Validate required genome parameters and improve error messages for custom assemblies --- README.md | 32 +++++++++- bin/feature_depth_bokeh.py | 85 ++++++++++++++++++-------- example_feature_cov.png | Bin 0 -> 603405 bytes feature_cov_meth.nf | 122 ++++++++++++++++++++----------------- 4 files changed, 157 insertions(+), 82 deletions(-) create mode 100644 example_feature_cov.png diff --git a/README.md b/README.md index e8d60a9..412db17 100644 --- a/README.md +++ b/README.md @@ -24,6 +24,37 @@ nextflow run fastq_to_ubam.nf \ | `--input_glob` | glob for your gzipped fastq files | `['*.{1,2}.fastq.gz']` | | `--read_format` | 'paired-end' or 'single-end' | `'paired-end'` | +### Feature Coverage & Methylation Analysis (`feature_cov_meth.nf`) +Quantifies read depth and CpG methylation across major genomic feature categories — exons, CDS, genes, mRNA, CpG islands, and EPD promoters — for a set of aligned BAM files. + +**Outputs** +- `feature_depth_bokeh.html` — interactive per-feature depth plot (switchable in-browser between hex-density and violin display, log/linear y-axis, per-feature or shared y-range, and a depth-threshold counter) + +![Feature depth per library — hex-density view showing read depth across genomic feature categories](example_feature_cov.png) + +- `combined_feature_counts.tsv` — merged featureCounts table across all feature types +- Per-sample methylation TSVs under `/features///` + +**Usage** +```bash +nextflow run feature_cov_meth.nf \ + --bam_files_glob '*.md.{bam,bam.bai}' \ + --mk_files '*.methylKit.gz' \ + --human_t2t2 +``` +Use `--mouse` for GRCm39, `--human_t2t2` for T2T CHM13v2.0, or supply all genome params manually for a custom assembly. + +| Parameter | Description | Default | +|-----------|-------------|---------| +| `--mouse` | GRCm39 reference shortcuts | `false` | +| `--human_t2t2` | T2T CHM13v2.0 reference shortcuts | `false` | +| `--local_ref_files_path` | Root path to locally cached reference files | *(set in config)* | +| `--context` | Methylation context(s), comma-separated (`CpG`, `CHG`, `CHH`) | `CpG` | +| `--count_dup_reads` | Include duplicate reads in feature counts | `false` | +| `--output_dir` | Output directory | `cov_vs_meth.output` | + +For custom assemblies set `--genome`, `--ucsc_cpg_islands_gtf`, `--refseq_gff_url`, `--ncbi_assembly_report_url`, `--epd_promoter_bed_url`, `--old_new_chain_url`, `--cpg_chr_lookup`, and `--refseq_chr_lookup` directly. + ## Quick Start 1. Install [miniforge](https://conda-forge.org/download/) and [bioconda](https://bioconda.github.io/) (see [Requirements]()) 2. Install [Nextflow](https://www.nextflow.io/) (e.g. conda install nextflow, or see [Nextflow installation guide](https://www.nextflow.io/docs/latest/getstarted.html#installation)) @@ -120,4 +151,3 @@ nf-test test ```bash nf-test test --updateSnapshot ``` - diff --git a/bin/feature_depth_bokeh.py b/bin/feature_depth_bokeh.py index c765186..1b07c56 100755 --- a/bin/feature_depth_bokeh.py +++ b/bin/feature_depth_bokeh.py @@ -36,25 +36,53 @@ from bokeh.plotting import figure from bokeh.util.hex import cartesian_to_axial, hexbin -ENZYME_ORDER = ['Msp1+ApeK1', 'Msp1', 'Msp1+HaeIII'] +# Depth threshold options available in the HTML UI dropdown. +# Each value counts features with depth_orig >= that threshold. +# The largest value (9) is the highest selectable option; nothing is excluded above it. DEPTH_THRESHOLDS = [1, 2, 5, 7, 9] -BAM_SUFFIX_RE = r'\.ds\.md\.bam$' +# Strips any trailing combination of lowercase dot-tags before .bam +# e.g. sample.ds.md.bam → sample, sample.sorted.dedup.bam → sample, sample.bam → sample +DEFAULT_STRIP_SUFFIX = r'(\.[a-z]+)*\.bam$' ID_COLS = ['File', 'Geneid', 'Chr', 'Start', 'End', 'Strand', 'Length'] def parse_lib(name): - parts = name.split('_') + """Split a library name into group and replicate. + + Names are tokenised on '_' and '-'; the last token is taken as the + replicate identifier and everything before it becomes the group label. + This generic split works with any naming convention without hard-coding + enzyme names or other project-specific components. + """ + parts = re.split(r'[_\-]', name) + replicate = parts[-1] if len(parts) > 1 else name + group = '_'.join(parts[:-1]) if len(parts) > 1 else name return { 'library': name, - 'enzyme': parts[2] if len(parts) > 2 else '', - 'amount_buffer': '_'.join(parts[3:-1]) if len(parts) > 4 else '', - 'replicate': parts[-1] if len(parts) > 1 else '', + 'group': group, + 'replicate': replicate, } +_RE_METACHAR = re.compile(r'[\\^$.|?*+(){}[\]]') + + +def build_strip_re(raw): + """Return a regex pattern that strips *raw* from library names. + + If *raw* contains regex metacharacters it is used verbatim as a pattern. + Otherwise it is treated as a literal suffix and anchored to end-of-string, + so plain strings like '.ds.md.bam' work without requiring the user to + escape dots or add a '$'. + """ + if _RE_METACHAR.search(raw): + return raw + return re.escape(raw) + '$' + + def chr_sort_key(c): s = str(c) - m = re.match(r'(?:chr)?(\d+|X|Y|M|MT)$', s) + m = re.match(r'(?:chr)?(\d+|X|Y|M|MT|Mt|Mito)$', s, re.IGNORECASE) if m: v = m.group(1) if v.isdigit(): @@ -88,7 +116,14 @@ def main(): ap.add_argument('--depth-cap-percentile', type=float, default=99.0, help='cap at this percentile of non-zero depths (default 99). ' 'Ignored if --depth-cap is given. Pass 100 to disable.') + ap.add_argument('--strip-suffix', default=DEFAULT_STRIP_SUFFIX, + help='Suffix to strip from BAM column names when building library labels. ' + 'Plain text (e.g. ".ds.md.bam") is matched literally at end-of-string. ' + 'A value containing regex metacharacters is used as a raw pattern ' + '(e.g. r"(\\.[a-z]+)*\\.bam$"). ' + 'Default: strip any trailing lowercase dot-tags before .bam.') args = ap.parse_args() + strip_re = build_strip_re(args.strip_suffix) with open(args.counts_tsv) as fh: header_cols = fh.readline().rstrip('\n').split('\t') @@ -114,7 +149,7 @@ def main(): value_name='depth', ) .with_columns([ - pl.col('library').str.replace(BAM_SUFFIX_RE, ''), + pl.col('library').str.replace(strip_re, ''), pl.col('depth').cast(pl.Float64, strict=False), ]) .filter(pl.col('depth').is_not_null()) @@ -153,23 +188,23 @@ def main(): meta_rows = [parse_lib(lib) for lib in libraries] meta = pl.DataFrame(meta_rows) - enz_rank = {e: i for i, e in enumerate(ENZYME_ORDER)} + # Sort by group then replicate for a consistent, predictable x-axis ordering meta = ( - meta.with_columns( - pl.col('enzyme').replace_strict(enz_rank, default=99, return_dtype=pl.Int32).alias('enz_rank') - ) - .sort(['enz_rank', 'amount_buffer', 'replicate']) - .with_columns(pl.int_range(0, pl.len()).alias('idx')) + meta.sort(['group', 'replicate']) + .with_columns(pl.int_range(0, pl.len()).alias('idx')) ) - palette = Category10[max(3, len(ENZYME_ORDER))] - color_map = {e: palette[i] for i, e in enumerate(ENZYME_ORDER)} + groups = meta['group'].unique(maintain_order=False).sort().to_list() + n_groups = len(groups) + palette_size = max(3, min(n_groups, 10)) + palette = Category10[palette_size] + color_map = {g: palette[i % palette_size] for i, g in enumerate(groups)} meta = meta.with_columns( - pl.col('enzyme').replace_strict(color_map, default='#888888', return_dtype=pl.Utf8).alias('color') + pl.col('group').replace_strict(color_map, default='#888888', return_dtype=pl.Utf8).alias('color') ) long = long.join( - meta.select(['library', 'enzyme', 'amount_buffer', 'replicate', 'idx', 'color']), + meta.select(['library', 'group', 'replicate', 'idx', 'color']), on='library', how='inner', ) @@ -192,7 +227,7 @@ def main(): N = meta.height replicate_by_idx = {int(i): str(r) for i, r in zip(meta['idx'].to_list(), meta['replicate'].to_list())} ab_x = meta['idx'].to_list() - ab_text = meta['amount_buffer'].to_list() + ab_text = meta['group'].to_list() # Precompute per-(feature, library, threshold) counts of rows with # depth_orig >= threshold. Used for the in-HTML "show count above" widget. @@ -309,7 +344,7 @@ def build_column(scale, plot_type, y_mode): y_range=Range1d(start=y_bot, end=y_top), title=f'{feature}: depth per library (no non-zero counts; ' f'{sub_all.height} rows total, all zero)', - width=1500, height=300, + width=FIG_W, height=300, tools='pan,box_zoom,wheel_zoom,reset,save', ) p.add_layout(Label( @@ -409,7 +444,7 @@ def build_column(scale, plot_type, y_mode): y=outliers['y'].to_list(), depth=outliers['depth'].to_list(), library=outliers['library'].to_list(), - enzyme=outliers['enzyme'].to_list(), + group=outliers['group'].to_list(), chrom=outliers['Chr'].to_list(), geneid=outliers['Geneid'].cast(pl.Utf8).to_list(), )) @@ -419,7 +454,7 @@ def build_column(scale, plot_type, y_mode): ) p.add_tools(HoverTool(renderers=[r], tooltips=[ ('library', '@library'), - ('enzyme', '@enzyme'), + ('group', '@group'), ('chr', '@chrom'), ('geneid', '@geneid'), ('depth', '@depth'), @@ -502,8 +537,8 @@ def build_column(scale, plot_type, y_mode): p.add_layout(count_label) col_labels[col_key].append(count_label) - for enzyme in ENZYME_ORDER: - grp = meta.filter(pl.col('enzyme') == enzyme) + for grp_name in groups: + grp = meta.filter(pl.col('group') == grp_name) if grp.is_empty(): continue x_start = float(grp['idx'].min()) @@ -515,7 +550,7 @@ def build_column(scale, plot_type, y_mode): )) p.add_layout(Label( x=(x_start + x_end) / 2, y=enz_label_y, - text=enzyme, + text=grp_name, text_font_size='11pt', text_font_style='bold', text_align='center', text_color='#333333', )) diff --git a/example_feature_cov.png b/example_feature_cov.png new file mode 100644 index 0000000000000000000000000000000000000000..b1485f93f02b1c8ee969d256cb139456456b412d GIT binary patch literal 603405 zcmdSBcUY6z+C9uzN9>{^eN>8crAkLdAXKGyRJt_jos6TRpn&uaDoBS&?_?CE7>aZu zKoq2ePy|9tNcisOyzhHv&RpmJ@A^5H4m>2}$=-KaYu#%n{FaW|QASoq1_p+sD0LM* z28P3Z3=I2~e?0(KI7J>3;eWq)>8V}+Wu!w04d3i@xTbxLfuSt=@Xp=+@cnN#>U!D? z41v5148K2SV4%RI-{%+@d@eIE%->;PkWFS_V1AHZe_I}YaNwS%nhL`%^53hbyg0aW z=z+Sa7X!mt9^~&YC_V0 zqRS|J;`*L_kJZCja|9loJbg>$#L1Hddp_*HZE)Iv%ox#U7{N$Cee+hTWyA%`)L$Qq zG#&VrBZueV3A4{T^!D*OIrG>q-iMDHt$Qkt%lSC;bZ(|s{E%}9KGJe|AKbxz{88ro zu6go5t{~s6o;pSR<)2pr7{kf`y!N~N6P3V!UR2J!enH`%7k|?|AH(_2i!bwDsvrO7 z#ddx5oP+pL1r@SZ`eiOHql^OQ$9lM|!#a<9X-AGw{-yU<3|1^Wl zhwm*)Gd8>^p_IHX*X4;<%o(cw}EG^inj24%{x zL@QGAQ`k99p1jK|$PlIa;@stukmUnzhbuXKd)QaQdfsfHwwt{Q5Y|#Oh!sieEC{t z(?$IH)#Qwzkx<(wwsro$-cRj}?n#DP7S%}BxB2;(PqKvFo&^&Z{AmO8rwIR$fILN$#!dD%*eko3b$R-XOD#+n@io$UhnYn>&oD5w z_p?g7xhUGbF(}YG{VT(7#&W@1@9gTG`g7;|^P=w$6{F;|uzwHj!_iDcj78m>`1sRa zvcLVNtf;8yHoO8`p{%SNc5H^SPLlPWd-*0idwO;@5AW8X?MDcyS)Il?n2PfAcX$eg zhK8=Lt!erNkcLXux2B@g)+~AY_;`8m6PiPiXNp+VzCxb%{rmSqld?C)`xh4JM_Rs= z*|b&qEn96~d3PsF@uH%l z)xl%z$Q_HtT)1hFtHol7u~N7(?C0rOUTW1eKXAah&hutWOiZEP+lbHc{5B&q3nLY> z{y$%Jr^{r2`En~k)Y__M+&2vu!pFy#MtDz9stRIaX3nc}9u~NCNgWbVZ)NgRzkDl1 zmFr0P%~*q~`-X7!vnx$G=#c;NxA%{b<<`lNeS3;WBj07DywIp56))S~3n@@#hdaA} z-@g37^?8BYZyvXWj8-`G2wb>u9a$(x$9#Ru!0pxPUD~bHP2-1q_RCXB;*ygc3mgug z5%{sPxspq8KNqHxe)TmhFX_wc8v@3q>F~GMbNX}L&KRsm+T!D)`p)K3ubm9rUHs?f zD1|_BeziNH6jl%3um%f#akk4nwz4}b#L{g!!Px3HE>YOs1TB-@Mk?j-b-}w1x2%(f zt9%#Dc=-58QF2SS;C|fi%Ud-En}*%3ZLD6v$h9@s*m>3wr%SwaWoZ&lEy8xJ>kK4i9O;G=8ypJ)GkxOa7Z-O%6v z>QT0Tr_%3ZxSzMORU?m}W}G255~un3`Bh<6>f|q9{-Um-vFb=j60sDs3f;ED(HA%S zv1s%Z_cbnE-mL>~wQJJU?q#YV^=5eze`Ra3OdmYbV9nY6ixAD&+4ICsvm(y{kK*YfQm zBjFl+6uV3xDNsOs+U8tX%*&T|8dqA`M6l?o*2u^>K3!Q?FZxb^X5$Wpgt5r4)4G2B zkN)jy?9kDc%NxrCchiY_ALr;z^w!V2dCsHFBAH@#5p_$|uK4sJ)3SR{>UP?=(BAiT zUE1!WOP)S`Y993+qF)tb)ihQu`slz>&--y>DOYU5?5I!@vz>=aXUI^ryL@&jB+-jP zLY=Nu78Vw#k(v;W({R@=6OAK|W3^@d)fg zu_j!F$gNv~yED?%QTeet-BbHz^D@UIwBXpPT!g9TB zPWVB_-}(CPZsPRDv>qhBSLoAY951p$DINK@v%~b$ehwO2+o8}s_%*+sEsq+~fddCv zZQ7!`s_Es@ZO&7W1C4Yjub)LX`yR++q%|^LUziAUZq0~oXzli(HufGoB7n*YG0Uj$GYbT`_(U7 zJ8L}|)g^{SiEpFoOs8$Ay9qykKFHS1Qfytu?&@SAAn$+vD3?xoT%c{OOl8m=UEGID zEp<97GSzi-d^J8kScjV4RM!>G#FtLL<)V3=Hu+psXpJ;j7P=%rI<7p4W{0lyN|&fmG?PT?v@UxF59Z%)K|0{wb73oEUOjb|m{1zUDfGBscvUR2%>kCW zcDcdOVZKSFbZsymKI|2-4rs+}h&a(C$9!MphriA6hbM=HaeP|IcTAU@^vnQ*;8o*ipFBpkB83-V?^-(ghzsr@KNvS`u zZvIAXLq}Jck{jA9$|lW?%Hc8j@lc+t-{Pp9n}c=Uldv#Ws5rz#lq!`L_B~iXwqZEQ zI@D>T6xP9sw@;3)BkTF&SzTvb^`9H5((YEd)S!t>EL51cbxYJ`Y?dp{&K*-zIeNE^ zq*St1pr02NP?9@ry&=UpP8@Hjv16mAed35)fJOLLP4I*!STp^-V?BO^@*$(;>2Zhr ztUFoi%i2os>5VylQ2@pK^l@!v6YmJ2TR*?6+S=ymTmB7B%0#yHXtXJ}Vo|vBEMb#I#3=HD!GGu+`O>(2TluG%sf@2RapBRa)yRQs-@?&@+@!h-2Rc_;E zckkX!+*aD%@v8T+fcr@w?d{E0Bh3#M&5$85mQSyhj#`as{^m6ivT3Q=H1t-J`6!Fn z#{#RM<)+QPapRV-qlRxa&fpr`+to`^sllWF_wp+^Vqe61u|4#f8aK2ogYW z4*4UKu1WPsgCB<53198%Mk)gwZ9ZRlj6=4)t&Oj1`I|OYNlI#Hm951{P0D@30svp) zwkUR|Jc?5x)pb_<^5t8wzMcV%DT~ViLG*~z{BHoU6+uSp&=Bla1ZZMp$a-TV5cjM3 z4#3w>#9;Ta+S^6On2mgF`ryjfN+*3BIafQ48|C5Q5fK&TOIdWck+Z_DjC-_kxG7x} zACBW&ziAeBoGY}Sa%f|=JwY*qa*2m$IyW)8VGH2dtNCFJW@me?NIOj`^{U4k=v=xs zzy4q8WB6^hLwzV@ZKg~3VkC#W{}&7U-TXCxW?m|df}`3M3kbfz8T4zQ_y?W$u}`#OMDJE9Hc38`=r zg}zOJ>z%ISk?QD;1=GAO{JXo4>c*joWvIGWVtE&)UO|FzqLZLm=d#RB4CqfJMo-OE z!ZxTv)q@gxl8udIpf(cys_PlKCJfoV(M*UVuhWyT#Ae+dZBZNw6Bt^YDg>sDMRV|o zg%NZzTqx72Q=N9uleN7b_rhx6)CEuqZjba&YGcvg{(PttauDy> z1FxnEL`4`EM4tOzt<%%_j0_l8nlzIk=O?>6nT2 z_!KC*j}9J}UG(aR z746VyRY0_k0t%SMN$HXGbrs%1KXay#iDuOp6eg7;CO1@+DfDor2o@1nUm#}dm1BR-ww>2qRbZ|aQnf7cVS0Z-ax@j7RCFmSMOLL@5gs}!d0inWkfHMRWg=)8keMt zY1&A&qXAzr&jlh?3c>_F7S!iAV-%IEUn@p>QPk_}{6 zB2k(U+%I-22=IG`YMDjZy_?nOnioU*Dg0Tmm1Z-W#C|m(56_kvQJ2NkSNVS+1k>l(1wwfP1qDBVz5`++167MqG!aLB=K_W#}%+CdXo-x#lMX0e#vXXr<2+NlyA^RpwFsUG5=^B#QvaDN~_=D?A2uWmj+ z%YWs{ZD^%ZSz6yCq;+lnok9%1FZ{@gNyrLbMd1+o0hn79XEVZ+f_ifM_U*u3+NR}F z5!Au^`05f?DVO}ME&r}GXZS+#a?8@!Xu-8=!+4fzjpn_e=d(JFc3W;|$#K``0 z4tn0QD&!1>f?fhJ}UIkGDZ^3H3+IuRiOS z-9SmkZiaJ?m?9|o82i;brWh#3tP+kd@if(&H&d3^W_vKejXkbR?19|Ofs&Ha|NN}5 z-unDtmH)~;FDu}usZy>2D6@L+0@&)QYFa+L+-Rj!_C>X*Ie=XK@T5w(YYC>d#iN|^ zCLk+RTe!y#z|x6tHTu*VE(fC1ZYj^}?4vKr1yBkOV%%ug47`pG(MsicEYe;WlOh z>z?Stct#+njWeiI>s54gw6T`fi|f~~moLbNJ$WKC{_+eb=aQl2qKS%S`~hP4^XK}I-w1A{fe6Q1Of_d{sM%^bA_-9;aINq_Kl&9@o}eJ@Tt}l>;*+<2PJAp6_2d>z_RVWgjw$6;%*U*a%+*s$VWYQV91haO;(F zVwRFF>3QYV3GVNO%ail69fbfD{9fjOCU2hG18=(jvjecPLbIwujYOdWzD)n?KvN#z z{SF^LJ`7Sp=|QgGmk0hDUMNRRX7wJ;447fb>m@D3?Qig1yiY$_4Rul^PB>?m=bZP_ zm?^%-U3ykcMI|5Jc%gYsX{kkB>`Z=dtVHnEgS-GFP10q&(p7VHaF32F=7Vqpd!-4n zBBA!$d!Rs{FXO7mhv|!B;uTnEVz?bB4T0WcDZ)y|vmbLok9LZ>o;-*Wuk{eIYMhI| zd>_q$(%2*(jw)Le2ygMQvRCcyEJfs~spK!@K21>>o_8aH=G8*Xgp#i>Dbyn1#xs}J zKu{g6c1@d34FK7^YZEj-KfDx(D+1@wzjv}70>OYep+c+F2L^3M8BY(B-pUdwQ{>MvQzzDCDwE zXV5{QE*94Nkmje8tc`4KZ4)!(s5z?8OikNPq5&79f)3d}1oiVi1eDpkI}h!<(+fr_ z92&HEK{U+g3?bi+R{OA#(^Q4lh*zMdISCjQJ2nH|DYI(=ES0(p<*exAM-{KYjfIg! zni6F$o5-0ZO`}hKdTyQzO@u3nlmYNMyIBpeH6V@Iav{$TRk6@uv#Gc!X^n~Esiu?_ z{~m=+6V);6+6S*?1gLwD%ilqbT4O_-s$E9z=>$RH>6*M6u>%kk5tDK9)R@hR`m7U7 zOj8nw^pi-$BfL4Gr_{1xEGn1l+`0U-!e;r|X&o%xNg{lNuVcC_OC?TgzW zW}ZHC#!dv9P180#Mvc>h)uY!66hof(^78T)a(+t^ak9{>(`U+x&1-a^m3Y?`JM?50 zT4S5_`@#j0z~d6-0`VPQs^jtzS73pM&kB73RjO;54LB*_|D5fo58OBWKtwg)_`Y>; zb*e482mt7eH{7?R_uLmyQZKgM-q~Hppk*SjCj%Rc(wQZZ1eKJO-dtja4i-0^Du<>w z0#kL-Ie6eeZcxRusY_vy!AMCIS_7PRH^sNHyFycSzMwNc+J*&0Lyc&KjbytC=xSY? zA8{olU_MezL>?jl5NX2Gu&{Y3WMX*-0cOAys&;%B>a}n`Na0_gOLjU@AM2=v-JN^F zZ1o`JNKL?+eF*d=LW@5sTzfn$W6G$N`LRFAy_vMU`2|yY=iav+|phl%0>dgw-NU1A^ z1x-{5q_U-bXld~ow)A@&6dZNvZ6=utrPv0LHf|wW$hz60tgI|CEf&fHkm0kY6v6Z7 z&&TRz8BK1nY)n@|1!MPWvfbDjpQC%~$V{ZML<7!6FjOvxKPU>6?=Cxd5JD0_^X_Ep zT9kAhm1rBXJbCh@4lUlO#LSeg)ItwGZ91-NQsb5Z^C2PWYqA>&ZX4Px8?2J|bD&!n zf$WZqiWHgynEr}Nx7;JgV<7vk`OFV=q*v?4m%#9)|5sNh5B8C2$aniw{(5?`+fV)3 zS}u2PCW%@b0gw~IIS=IDZC3J{dBGENMHuOtP#!yn8w1u(pE&Uf0I)jD3P9v-Dt?mK z-CjPiAj-}CQOt83vapML`^OJk?c~eX9Jd^9Nl_m(c&2|}KN7?Gfl8Sm46wWX+Crz)%=Rv`=K$K0(dhd>O`YKMe%b)+&tKaRE zfTz9thy&zMciF29@ZKdDbxuoec8d4dUW#!97OdmbK=Tm~+Hk4yp;kKeO8~<68eL%x z0W4MNHQVhS{r>V1O}QZ`?Qe5(;Mo>Hm20?1@S{J9?>v`dqx#yzgvw2AyQ?#xLfWa1 zJM!F>>%G0bh)QQxK_(nPkdNk@dcKfFGT#&e?{I$USFdApBI4GCz2(!I-su`;2k_crt%a( z$w;IjvkQAYG?d1FDPQHj&`vuyqokSfN_7q(Z@}$XR$Cv;+}JFi+!=320@F&DiW@l- z9VHz%x6bUcS|Zuw z1KX2|PN&hS%Y&tsa=3ht(t#55VX^VoHx43VDg@yGOyx69^?}TjDNJQk46d~bUb*Q- z2NkLmCW8F3vZJx`=b*ZSm{bJwHLIj7IV9BV$OK>)h0v?(K@qnj-$ey(j5rAQH~1}A zb4T-XbDy{?gCNR6gMv3O`vP7p!;^Q6RpQck$m6iE`+#0qL369?p)NJ(LhIFQ4&JT= z2LX-(w5R;VH!DcYwGdEc5IQgpW97iLF6sUqi#8G+CyGVx8F@cdKtna>`E_x#Fctg) z+u#s&7C4S?0>8d0ki1^#P3iaE0Un#70wge<{N&+n_Co{&jCmjgU>8`ZEQW<*8BLn1 zx@_Bi0>&cudomTEd#CE}i7jzc0<~VhNggZ%s7gpb82KTQ`rzlKJ0GTuwBFsk1($lBDl~iI-KN z?vYnb`^37h^m>7cD+`khh`nqW;O3nybPcabSy^f0GS58FSK*)wrP&Ik^udTTf7@L~HIbyA2Cjv>rk!;f4@*4nY@54MC zbcJf)g|By6ZjKFwejS5FO|)BXrk3(*r{=)&*llZTY&0$|+x>4jzKTTsMq5h4%A5d; zyo7{--RJliZXmurtB*NQM7mB-A*sV02CGKU7$yCdEKmi~Bm@$IT!73Z`Xd)j2X)_p zSbYh>R;wzE)WFa5T~0UeZHw9m*PwP*%JYaSF!5@AIV{?!-12v=^>X7&m`*~Vu*M2u z=H}*(EEfR<)S-H80@#TL%f}07Q?kM^T6hWK^+z!y@DPZP^ZU$p$VH`-y_c_%7 zXv@onL8=9kn;J(5aJw&n)xK@$f`^J5hQgyk@0CQLtnF61_u}ZFIto?hGF;_sjFSZ+ zLi(k6Fhm}wH6Osl3KuGvQ_K>xWPLtcoaN$jhnb+#c!&`&(Jj#5gs4E!u>FAm0XFBT zwGnauo=$#kJfkX%_@u zly2lc21v0lCYplS;4Ya(t-K?ifY9}2rxEIU>RL-nOV>8kzO}iv8=xMn{~-sH${LrN zd!HEdd;qyDtZXLQS~U1}T|Uxs?(&`A?LvWqre1N|9RUKOTfyliBnRq$5cLA!2r-+P zXeIhPA@g$EaJwvkSbq3n$s;Xu@Kt>lGfY)gR8?g;++AFX`|Dx9E+?VE)1ZS$L<=4P z{{72-hDr57NUW7x0+NIA7)LZ|7@%7+e$?FMVz z>_Dijl$4Y{?Qx|dZp8~ab0Ey6R(6f$14f3k|0nYIGsf|r+d4arZa;W>wop# zpUth&T<$D4M{_|ImxV01n=p58dJAO#YUCvas03d72ry+c1$}&`99T>8MI2>o%cQyj ztwno$h=~m4R1n7h(;gtJ-2d?SP~c+Kusp>Ix;>h{W7ZT{6}Y*y=$QrrI-;HG%C9^g zp7x_reDao;t_rN^D$#P>o3~pR%XCx3ZW2PNuBp?+`>Zl;0Maa@SYbx!sGTW4GPP!w zqkgi)r0fHG!bAcT7$;DZ5M9uY{#>*Py7NPmWK-I4f z13VtWNJk-Pqq1{zZSA6!+ZD(eUsj(wAjCR8c7e!{MaFC95*P@?lwbe@Ppf%hD}n;$ zUV%7_Q+gZC~3Rg+TUEMMm*#*`R$5Kw&5Ux%c>0VL_wfWYF6j zQyhvea?jqbH;3E?tv0}d^Ir`g(T#ut>a*R&jzha5e-^};%pBae&k@8?5vnvInCEJx zOjZjml1z-(OQr(Kvbwd9Nqmx_kBchhQHqR}pR0*IX19`poA{W`$Br?kE}MZ$nim>5 z6*t!B+}~fHDQ0f9WKd{;f@IW(WJ*tLTI-f$RS2xa(*p6j?}*TAAY*fp@klU!j=TwY zL0dTM#fArQ?XO5}4@aDAjUx}}JKKp$@w%xJC?E$vDaz3AOWC8wE~5R1@wD0LBfZ7k#IOAlH$n8Eo1RYpKSKm&B={-(_dWP&#SWfjnB zDonO8@Wao5vS8lQ3ryjAynl4MdtVMJ5c0Z<2$4Vn3zGrlI|v8apql2xD9XxmN(z$M z5ayeJL9=smxIu!uiFl8|4VH?}P(oYHc4x$4Fc{F_=i?tNcT@v;Ml3~t{P9O)A!4%v zHt*Q#3e#J}AOzWgiPd^3*97_!AoX~eCKyG)4RsWS@PI`OnhMfIfcxen6Up2`EXe*t zFb(kruL%f)mxP400KOQEl-pHIuOUt{2>1EU6!AjSirl5fwQjZz%eYv?g5}H`DCzh` z8RURiJ@*$f{y%>M8gwW;JUk*Iq7PQkdwzf)ev=l`VlDl~-+ue{&1Jh2usX1Dbx@NA zft#N>dGa+#n&u!P^qjPd?G43tA=W9lW8^_F@MvhGMM3>=1d91NO9{JFI~B#Y+8`)S zYhv@EmlrA}_m|c{5J_L;bl+HyX8{LDA7rpWxh)FeN>g7u)RkVt7Dq%!CvhX{FEF#1 zyXQvheTsCl6ib4Z>eRphW*#N8ZD=G7zEHC5apDn$hgqAuiar^N)w znjk1Y`(rNy1*cs7AmQ)U(so4_R)KY3GYHEESI`@zI<92}Ey={r{qp120sY!uFbU)t zTLs(%8NIp_{rw5^rF8aEh(5%{nDWjSq;O=h5w_f&rG$aej`{pfp*YUIb`>)OcFw7*I1s?ewd+fdz@perjto&$PX} zHe~Kj1O}e_<*y8bufCoAo|X~`?NSn^Do>t1)sIy^HZwI9H$yJzj0+SHO*&p~1sP0+ z@d%DU$okN}U)FaaAIc`8wdvsY?A<%~?(Pi)3}&lE&!q2RpxOOqen!CH+4a9(=6AOC zHfXv12_P_g|7br6p0y(Xl}W~9$8z^QwD^sO=O!qjGv0uA-H6Mnz3{3D$IFq)nl~6f z!17q=P3&X*_19OoJPSbMp~0<0goodTK>!jfjQbhpME6Q-0W)>ky*c$ingv|^_n-3H zVgJR;+rAjg|JOM1e;=%D_5Z8A`2P_X^#3Eb8G)@~0|THc;xUD3gNSvr7HUQrk}L0o zXa1i3jF+In^Jv81g1+ZI=fKqPk#*%}@Wa4EwJAQ+;C=C4{lO1;HNQG7n1008Oj-H- z{(}dLv{LZka#eZw@92UrqPNb4-L>^by6_xmZt+&f)J|D0-Fl-E&gNVC%<^93)`e!} zrhQ|b^`1SMO<=U)eiG%PU+uzTSQ;$7|LGa8!1HTBz2|fU%n7~0&GxUECn7o7k!DXdj4(Ne-Mu6ulVWnQ`I+dK zgA6`)vLIm=uFdL`K0~1@08%EPm-DL+k64I;b-gzV95H6#5KiDeBg*+ERdV_5gTK8$ z<OWpNLvLU0nhG(VXAmio#yZ7ukey=e`FpM<&^lH?IX+)VdeyxdJ7N@kbR$( z$(!J@WX$SX8{SkO* zAfX%SnqZvJIE5m&8^N6vS~aB(VF>wft?++0|NY+~N#ei-p?F*JmOrU|mFqsIWH!xsWB=TWSHkh(Ge`H32O_3pAP<-Y`hkk4hY)gzv zvs9+M5T?bH8pEaFdL@SfY;yT^@!@Jxgu+B8p$kblM3Q#0zXaN|H_kVt@P z@37rG{;5>hDBQAVs&gaL|6;Qv+chqRfrQNGk&y}92_lvef3zOGUGL2gn={b3@%Oi5 zv2rzrj)Vx?j^9U1V^Ox){qF2kZrM|Fo*3ABR4l;E#A&LIsPCdp;#Y0Cp@lfZaOuhC z)hEfnC|eSpECax44H%t~Rr>LwS%qcL-+y`OmV@_RYioi;+Ugy~FjzSM?U($i&!Ur4qkGI-i@j2~W|w&cS?LYY z@TT8<-7ShoCOe0RldkVs*^eBk`P-kDIR6B7_bhJ5-HGZky0z_bW0dzscoTQud&7nL z=hpXzD@-c5rc$y#TaHgTU)`$H{ z+ShgYp#`-N-n(ZiBVYaF#7SM;a5%X%_5e%3X6xl6Hz17@(Hu-c{6V$PE&V#kAKgaF z>;;+IR17~e{+B1~=AI(%YQO>#GzWe7+rIypBUsgcEOGaP3k zex!x}c7n-&yY)EYNg_ww0awyj%<<)sq^zRHvc{xXm4muA(oHIaMsJP)R_E${Ms3_i zC#?U=9jGO8_sK=sXN=gsFTqzk!;l4fwowtE`ON4CZ5^G&tSsy51-#*@uX^ zL*7FVal<`2a9ln1!o^`neDxyZ(W8b9zOK)z**{v2*-QBz=a4N1w$9bYt-@o9msaJO5XB`|D(gdk>ySxQnGSls@%KszdZzSh&%&{> z$U7M+-0#;(LnPb^lR z%M;^hw89|zRi;^`zdY{qsFXnU6uC=dDMNPM9A;eCdXzScQ|>hQcj#%SZ$%awlxkfF zIrh@%9;U&T@Ip5D$1~ng1u*$pL@(7z#Y`9-sID#7)#-BWC^Thx`fiB%s zFyV3@SOfxFqQ7UMbzl${f*5?j?&4P9EReVU&$slM{EWObGcptOX-vd{`w@Wt`C-!v z9#jW^hg&pKL+1O|O_4!XIy1bD?KNgc`p$mY(8(ODz%qy2s85N1rs3m)Jl5VOnJf<~ zS}rKncxoB=r0bRoxcTFgpBI}ojRu2Asi`ou(91?|8ZNQMynpl*6@*ejhqCA%wg5eZpY%cXCBFz`nH|-$lM%N z)m<2`(2XU-ff%Q)cjqlmj2MWjT8+zKt9HS~3B@%nzV+ozE-%w@>ik@a$oT0qRo2$p zTV`+=VnZOM&x6~n4c){~S}pvqfcH12$)HHSuFqk_v_HOu-~aTt)~0u z!hn(HgKQF7;7^3(AFMK-w)G?+2F~E$K7HlHC(ff}IEEbSv#} zMsR{eJr=srKx2UTdg!!W(jjMn_oK7&MtlVm`~4s8~^R>eKIx zRxV38EXj`t%yO_wuHHcPjaHG!6G4v*g=&*Sx3>?5(6^akwD8b(8HPm2%!|C^)l&#& zM3K!p`!2JPm1$$}(PWEQ*5{n!i72|A{d8bDrMu94Q!#IyiHT{Qwy89qhSERnx@qtb zdB9XZ$3VsG8skx6r*25+r<4s^^v(`V!hOjll9g80yt68Z>Wf-5H+ZA6VqSVm-TiT( zyCuZIAtr3^=Y%38?qUr}%nTLqG(sS`H&>))q}C&jS2xAJ)em6P{4myfakTn22r6Cc z&6N9Z5``>zQ53&nhk?SuxI|iK@)b>S`)j55%JMsd868Ium1OA4%49iJf{H=3V5n8N+FQ)IPc$-@zE84n%u z2ujD&WzE-SM89-rH0b4_sg^;THw&&kqRg+jNMoYf?595)rphkL!5q6o3=1Zo`O$S2 z!)B@*O3%e2Jrhm83FUmkBG0uU4>|luBTxC6HOcDPDA781LZhU8zb4{`YFK2+A+Ch7 z8=z4eK4Cl~;rQhQhy1ycQcKyQtnn_d%pseadt7&x#r~C!3eXpO(hPS_Dedg8gyl0mF0XF48Y7nR(XCl zu-V~w!X+z(+(Wv{POMEUhohOy5O^F*5{v#HWlxs9-ohtw$gtRaYiC= zpv|npH)EtN07!JxF8vm8jI|=3z3{q)FmQd_02=4|f1X)wZvlzJPrAOeVZ9u{JR0dS z-l<&B4q)7dI?POe?T*bTUY-7&fQux{Yo+HSPq|l`B`=qPwbhStSb_*fZ*kx^{VbphAupsZhpvDPPWm>)pts%wwkU zFtcdtA>W=2e=8W1)VNgmkfhd^*6M?4I|GygqeMIKfuyKL(!Yu=kJYWE%B&f8rEeE0 zZrfJM`pr9vh#$G(z8++b-4Saceg#~P@vwd|{KpftBfW71)UD*4f!-&sZPJcEZ)vA( zj0=ZEjeT-7`nUwE=fe91zc5y(=}ynXw!T;~?B|U(Nz_i>ifoOf_VHJP+J>p~nsuIg zd2Oak#C25uZ9#vtJ`}tOwyP>g9U=A=TnQ%6T{+4|fA}wFATmmB6ks+!R3t6;y7~Gi zMvC*az~V%O8qmhuPZ+0#amP6ni=or*)O6n`Ngd;H>V2a`c8Sguv6+IhAVJ-fq0lz1 z&sddB9*tZxKc87%48NDmr8moo%oEBIoDgD{FtrZJr zXeuW$31%z98m{BjmdnTd@$7cgzPFn83sIc3@X!>+mMI%~-ndnot;OZpMEpIc$4VqAbmQI%sdxu6ZGt2eFDy@PnwBl8+C!}tW|FPR^YvWf~7%;EqU@on~_#t%aeQNFOMU!u*n^u5({Dg~LmsZc4@-$5#eu zSnIN5Qp7`t1Vyp7Zc`d%_pUJtoAw1mAMaT#14BBC2R`B5yYd<8+N_PIiwr>>;&vEB z;A|PM(Eiq=&gihNw*>#gUzCa*H&svU*50n;%Awj}BrT+>~}`12JDfPLp`><%AbqjVtnU+-3Lu8y9PLSK997 zO|Q)eUnVFGj)wdZ2+{|oanx9EUcCcLlchdn3H?7Wz>TMGvMcS@4n%JK3_%qfN_THs z_sw-@Z&yzzd@e8VR`kCN2WITnJNUA}48uj4Az{3CY3tl5LAqH1AovtgCZK8zIaC`? z1v4HNECMd>G;NI|<9d{mFJgNj;dw(B1Aoj|=k_3iKqk8RDcIWcFWl@4)wouJ_8T0N z!4?K@52VS%sq*YPuTVq6Fx5Xq9uD^Pvbk@>aSs*;U}kpcMb)n3IZ9`{hF_lF+qItC zlbjN$4TfKMf+Riwl`1!D+?BN%lo-DYrG^J}Txm?5M%`75Rv79m3S2On-@CIutRWsw ze|T_dc)7xX`0Zhn*-qOY!vc$uoh7hQ#c`LIaX9hzDv|HpDB1EVh~kJG`ixB^LB+p- zLY947<(wKE$Tx&xMx{6L0ov#YkM;_1awm*mW9e5(?LtnynUxumG#Q5`$#csi|shR7=OVA6222E*2?cYi}y z46Bz3W1g?#c(t#nVQBP*0%%N$kcqDlD|B%EqXS3OwQ~u89Ki4+j6!DR&D-|n+yzKr z+5S|9DWP$Kz|Fb0NmiGceu|So;hv#>+l_Kr(txetek)TRV%7KR{a#o->A`Jd*C$UB z5SBJTO|Xj9Q+w0|b%Yy?->AI@k0x+~uRs${T9v@CB^Pd%gsdb|c#w1IvE(&fY%-Mq zXGggU)MGBND!M$=h`%I)Mx#OAs+kDL%St&>?`|EBn-a8cPKP9U<2OOXILP|x!B|Je ziRA&rl!Se!TA{_ZTY`}3b?r3yH<>+3eEdG-1+a{x^g!5EjnZgBy-|&vr`+GUiu~F? z9z8P5>&8laFB0wKQ{AE9cTe3-QyS6&OJzd5?1%NnfWu@QIc2ml;5m1JJ7L&hd#S;_ zK#XR*XeMB-xE{_{fzFz$44&yUjm_cJW-Y30(U)2XQC!jl7Z55|!mrx}SwIMKM1>k` zqGH#-A8g@y%j+v*zA<|=+{?DJjVrP*TRZJiB}^+yg0d9pjyWuRTp{wU7VbO7O#hN- zhQKv9_=>(4;mipF36d^zzpZtgfTni?@UTu66Cf&VH{~X#Y1G^mU#U~WDP$z1jsW^Q zcka{7fQP{8iTA;J&!yYEw%Sit(3Urc(!f;w2e2H&+)mf~_}nU1iF{EaI=h<+B00!2 ziF{oKa9|(CTA6m!yF=)SFAlrXs+O6=Vrb|=meJ#ku$mGsCiD8rZVii4AqpOiOAVN) zJ$v>TGzChA{Ct1eYaC|Q0-(sZ>{16_K6}<6;WN)|Sa|w8?B}@8a0ctjcPfypC)`eC zwJabYYdTpYIVhV*>W;o)iQdhVC;bYnvAfAQ2!T@TQ2Onotn#l44GZ((V!lfF0Lgu} z)KUa{!)QTNaDEW#wb8P1AQ<#L;qZN7D|)-G&SkiJ+#s0c#F>QAnj*6*fhYe#k!w7) zFVNoHEXWpBqWgP|hXy70ud1af-fJdQ_+@cBttFPsG!9!WPf7gYoHnGJ(y^FwS2H~} z2k1-)Hf%7|*?^^gtQ3)fn!k)m6>a^(rGxaQ#U#&48ECG1D3xuvX?ru;SkoLbkrE zqx1mw4=!S}SqU1!!NCIsQ~mI=8j7JikLz3r&6mVuzE(%cVRsdWi}wl|Tw1Q&3Fk9Q zUiMoW3%D`Ko*4vm0zAzT`sv;Pb@b-D%*s4G#E#tP&&!MIn*g=|E!%04VT)2YjV5)& z0WeoWa|^M;Dx|6=WuLp(;;0XtuoxsJO!OaaRLJzKA(WyBJ4!*DoCF)%uE$PYPuR%& zyY|&A_!qC!6MvXc1i}s8#1BZHX^wC1duaVuMMdM3=d)&wgDbAq{MU)UaikZ>;O$*H zJ3n*|wJKtjhDsHOXWy;0`j5HSj8hshB#K2AX{~u;dDACkH4s}G5a|9r_~~-U(wNM} zZxbUbzptKPWi33&SxcxamY6cJLk<)IGUIb!V0nOP2{C*M>W*!Dc0F~ex!gnu#!|_l zy9(|WEV4gt2LuMnRz6ZhD`Y6gf_ZH2XG#lQa=_r&@#ErF1RrCrekNP6*1qUm+P1L` zSin?H-3NolV4WA=Q(xrs39@xx&G|00Q;&WDcfY`Y=z$^u24RmnySs<}r95-URr=Ly z!5yYDTM<P)4&kZ7BPe#zUe7Mz>m0|TcxqHAhuN*hWu z;LLN852;xn=p9&;3NNaif{&u$yl5VB6U=l~H(muhwU&ME-mof4dH!np&{P`>#uf9O zL(a#$K4h&Zl?^jBIW_oxX##U??^^$Umq#mXkFV-flOOanjQdEAys4xLKKH0X#kF=v z3+FV0@hIL)@#%ZaGngW~j(LIeQpMENbQFum!jBBFp&`h~H+d`~0!WQf6_~QW#$}F; zk5_q2saCn-6E*(+X)t!Bdi(nL_;xwoF`u|KJnj4X_0fdH#N0T(wQ^rx9v)hi{D9pp zSJQocU+o1H(n5!bQbt9C?Yw4ZO@E3W1f}#+pYIA<`^C$gXeCp zsq%#Eb=vYq!z)7Y`}fycNo2COor440v~}oq)fbdaN=nKxTw`M)Gwn~t4)rYCwS7+} zIeTJtljcim?2XjF1P^7I?l0Y3SrJ+DC>E%Wm>E~;sS z1fPBWsXZ*qk?E2nX<-Drci}nfo!~kzFE7D9--!vUR?=+NE_TnO0d5x4(6%P|Ye1pP zxC?G)tImg*>%#GCJ@~MZh!-wze#^Yo9rYK{g=%Gr~Ym}qxihr{FcO?0u4SR! zD!VhhT;#rgzq`MtX+D!jHuH>iZ~-bVSN(I^GvBqY@zaC3k=L)!gU|a{;b8ZevqJuu z&iP@f%Z>ROa#4o!Y#jnB9_QeQVo~{=!0)2zmieRV^SpqY_1wwLZesNPMvxK$1(Ig z{sv@UjTuBJQ|f(oyRW0?ZvD{@r<`_=r5-v|use*t!Hoj$fVd!T7*Q4$T;TIUYP6!t zZay!n3Z+F;e5QEwNN@=5USl(_Kt!VPk?(i!wvt}`sXQLyXZ_R_`RtyLAGuA(gjY8< zjC6FOPO1wjCdBk)@U3jgj3K)l`C=ra_UBc7IT;h1MOxh_zV`KAw+l zT!mjeipvilJ}PMiCtXmBrIHR&-SD>bb(MDnXgqm7|ZT4YPm>Z7&K*Wr^8xKUuRfm0pM97E`p>7>}za-x*;P&{lTfXr%{ zXluD~`ycIj1GL0URx#UJZun4-{4)3y51nIimwcCYy2$Yi7V;3|t)ykN$+CAE7?TPh z)z%04vm@=`)dTM?XsT{!jJN|=3$@Uj_?Rl=HEUVzW0W0+p{(Q5ZmpV~ zw*C6kvSEWQZ@8N$OGJN{zF7pf;6v$5@l;rf<iO%Np3cqz3YYY0(p49} z*-s<;yYk=zpuk9L{Pn7@%(G{XWIw#OrwFn@iZt&OBaEpaxMlS%g|~m`=TUcjrc|@L zB%A|@1o11SR`-Y7S?j@*??YQ3CINQnWzv;@?Tl$Mf-@fVvzb9~yg=us>Wo4aFKi`@ zm)`UV-1`5Rd-JFo+xC4tGa+N<^iXJ0qs_Agz1#PFU)On^=W!m#afXYz*@4==Ew3Gh zbMbI;P&)tTF4WaxtGrIPbN)_r!MggcLvlPukJ{56Q#-=MB>e0?@+#*YOz>fjH!P!* zy4E!Pb4#Xa-6gGL^{3!ZgnJa7OjU4C{_tR=ba(!)RD-=#@5#ZBm3AIq->mrfRM=pk z(e04*uFD1j~SH~fvh9&|h)LIxR?9>c@>Mwu5;1p57;`{HD*3O?aSJ`N0WtGw~S2b6fwzx3D*LYZe z{t@VIoYF*3yq_tw_v?ub@lXc&MSHHL8it&^lAGI;dgvGok0jyF;LqG{GdCpZGVQ_CA`Thp(Gj{FCzY zR^VyIofj?U-rgxFmxP~E$T7zvRwuWT+u=Nb*$d1yn|5zKx8@KQtxJ zDS$|NEKA&$S=m=aNEL5#HgwK%=1Bda_0g%&y3@TYbLe80^RJGEaF0dP!I3A%r90*l z@7N65!cS}c!ra{gX*uyEsxqTT+FQ-wtMfSrTieWGmZMJ?q}9)F9*`#gl2OQfc*ZVX zJ?VYuRe`IYm1btuA6V4iPYizWT*8YOyVSuL!yZC+;Ut{OHTQQOyFUiaPkaU~c3;xc zV;|?Hr%eFmsc!vafv`C44eUNn{pq`#v=tV{e{p#~&`;qtFH(mwf&JKb>7h=K<9^?V zhLVlLohzJt^Yimd3whM3S9>=ZUA)*^^P1|1WRCUBry^{`jt&xp*Y6b4#Vr7Ijy}vx zUzIqOXOa;a{fV24(uwTXd&1|$lXYhTN%9Ak(5Xj{bn)RPRCBYI3_ROUU90{aY+Ma#RpeU zc3w?a!0&eXcJ~ndrkXP-=2{9}eQRrLnY-ovb~;hr{GvhX?e{UQ^Ks{$t|_?7w|DQ} zkm(AiiTpWz>Dnt*z759I1yy~0{b0SP_QP$`i;MR6C&}@Wpwm=*W@M zx*j^i{8sCcT_*+S{nUi zZ*~X8Jmv0Lv^qC$@n@FCEz9trE&)xc@A(N|vv2HO4G|~qXlI+54t5Q@4*Q3Phr3TN z?uM6+gtD?_hT9xnvH>+J#j;5m_I;(AD#~4-yT89IyWRJT-hgG_*B8&+T`~?Ty2~T$ z0nIY><;VPAJqeJ!_>JB86ct5{Megr1+gAe-o|gBWJJrzA`P@B$FEQR5wLv39=$vk{ zF1W?!1s$2@+v(4~Mw@}qi%noXq|j76R>6+$&-2JX7TxjOd}fuX{M=k=KZvX3D=&Sz zTDdyl)BE?;kad|YuQ@HnS5vDfu6}RZj}QLj3dSm{>w3g%*xsiKW5ZujbEoZw((2d`8L`9=2PmB%R*sC zXYqrg`3t#LIbU6*op)yQTTDxvnwsK!Hr6SM#yejz-aRz!lCw8^sR@*egXu59 z!-wT@H5ZpBceYaZCTng=zIKf!wkI`1QR$_Jhx7x;h^(557kS^ZKvkxP4l)|>oUz9lS}gQM}`vxuUw*cdV0lC`OrIt zGR{LJjc&5oU))A3lw;Zf>)`=%KpMHhBSbZhZTIlMwzjtW z)F0HH!d$U5<>CrYYhN#0MXK(l0}U#m--0}R{CRjV4lwY--gkC(u0GT6HU}QWnd5%&b=6B+?$vbhp-`Pt?kfA9)u;@qTE2dZ7(?$Q*lu zEl>;TDEib<@FYsmKYpzxtFUydg|RhZ4LTiBN5SIlZ59QveD{E@?WX}yto;ob#67({ z_3B45(cQ8YG{|z}FYatvY@XDaqw252X;inkY}NSb7Dj|E1MqlN0eG>^3yjT$40%}2 zJsvVJ8aBsTY{_>FhbI9&G{kVHfPrRj+S<#hcNW#a)xcG#C;xij22E(cv-t+>EYrEk zr)ipPTR{LPw7?u+P;1OP7Z+sYiTEOK)t3BcKoTaWOt zg0$um;~f6Xg4wuyE1aq`%^S|&9^F)U)H075yp`u>9R*JyZZu9J82~C9 zzvxmQri#Jov1K#+_wTBCQ*q+V88^>cTSceSaU76W*V(HjIK^4En#a}4p1FMa;fjZ zP7e&!G!%tbAuI!=a&`D`Byj~H!7_V$XA?2AU^c~Hg4>s$`(x8wHci+4WWf1XL<%h4 zTw%*O6|&gaD&)#nq8S`^RkwuE^(09X^f<5Ek$17(hJWQ=m)?ESXI)(KTC%NEq3_hk z(OgkpUPI*aP$3b6G{5M*qAtBbI#$oWagrL6jhXorY5fV;LC6+R);-@XA}Y#z zaWu-s@%71tvC7oE+__{@rh|gs2L>*Vt6u7_j(lLDY{>*aj(ghyNs(noffkmLIwS#$ zKR5I!4zFIb<|y~`u5X~t)IcTS)AYw>($JUN=6bw_HH2K1h^P$C%L*JzfEe!oHR~{x z((q=*FG6t9UP=>j_Ok!(KpGlO9CH#VjO!ro(Y5*oEl%%Lr-ueyGU8vz9!Gj!5B~(V zKd(hqz_)T?ZC-9}AB6DrAln4kjmMpR5E}i_i2)>ZzmKdcaW*kP7=Hj)0C%SxJ3i|S|p z`e_GLB9G6`)1@DW_%1Y;RzPWBm5ZmVaVu&?Jnh4<2_hzJ6oHiWQrWXgYZB z3X^_n;NFuZB3@#aDFk7C7E}L?MYWKsFDLpE#HUL?ew0^FRI{?Oq8m`+8@$==y({Ogtj48F6y|v7AB~De=8NV4npIR*R@SRq z%*Cf0U8KZX*A(aQ-EgHjqW(8tf%WrZhDB zzdz9R$A_Ivb5~DjHJPfs+ua(+HM_k@>hcDfQkg%$a>N*`t<)^kKZNiH#W`|-Abf4B zi%s_1-glb`R;+w&7wij7`R~=u3=2r^&f@f<(9TO1tv;5e7A^j{2F;4cSxinY?KRNd z{aTb}2m7CWlWVdDkB-$s8-N9hAUPYL_94a;W=$!F zxwyDc5}KulHLon)B%qO7Wr&-N+jD;~m9RujOiXg!D2YWng)a7}=5s|9GzNOj$A$m< zE#khC9`x6k8MYISndnJQo8=N}bWl^#JEZjHkMquMUs!uz_PC_)Kcar$kI;PO=C~sn z!hhUnr5(P01$}t~DJq(pk72|Z4a6Q)q6Z<%y`N(RfSE~}Lcm+u2e0(yM|ji}(|oz` z09*U-Kd)lmL`7S#1I7LLaT?y$s@&sx*B1W}o8XnN0zaLEv-rRLNnu|8+hv}`Q9UtG zhQ@OJAOEh){g2(GWCfU2)(-`dtWm_t@7bC2S%02AU)Ej!?UG+14@o09q2*=q>s0T| zX9acs3xzvu-$UYte>`^$9i1O3d)3hlp}%1p`0QEAty?9O|NYEOG`iTJ|CkX#zRlmC zk2b1WvHJ_=zNt>b)s)k@(u#^rBgJKB{Q8?VsN)~w|EwIp_=PrL)BnDpiaJC{yRnNQ zpekfMU%G6d9GU>^I8{2C4`!MD;A_e#h*@2XOjRjUL_Qz4=a0Lf^w-kglL1ukfbP%6 z+Q&kF-BtzP0^~g@$v<9q?c}E4@~en9Fia$-Z*{Qndw!*dJAPw8NU(-Ifx3WWL-Tg< zUrrA1TgU%np1>>mcmIcH^~W!zp-Ex+#{>L->W4v!d~f^x*T3|O-pOvrV`y~$r5~h; z0jxONK^FS|`xnlUw1vDeDXIT{|Ipof zOuf{kwBj-CoXA?WKU{DA@yZ;(93V^V4gc}JoU;%AbB@Dh$(L8t_Nj+k+=;=cjDP#H z{oVb*qaiQ3DR0Dl@BiK#f4<-vyZ7HK^I!jA#m@g6LZPv>^3d)J6Syq1e+l*EotKqA zXzq-{J!TvH_5M%s-#-mT8KYrv{q!Xt|Fe~rdo;&v!y*eGy z7DBiveHJCtekP{)fJ&N$p4z=5s8#U#OB{;Q(nlN7=21hkqN>S?V9Y8k+{)5~7De2Z z+0#E;hu>L5fkdm0D6E{K5=%D~6D;WZT>^~f3N{?+m${Q2V zBemhEWNT}yJ3Ih;qZ-TX_JfX&Q?#idpRa=b&1;sbaB&03bb{xd_reH~m<$C#-6Q>C z%mBWdQTOk!iz+Z{U}Kubp{P&Enl7d;C_+r(7fq&D%=!!oZPim(4;n6}y2r%E%K8y2 z;t3d7!n2j%hYJP)FNT4NRpxQxOGd#(E=t7W^ARA8skQFmH)c1mb)XiQfIRX^X%T$a zb^YLnw2v77YHo*k2O~4?$gs!2T1E-94Jl`k&81$6EJQiUv`Wdk$~zC|_JH-gEovU_ z-u<_CTYY&ekQ-aE!Nk$gu?gom+jsZmh+n@-cUzkvaF*u5cqbmzv#=ytO;~}Te7Y0> z1Jq>P{If?{9sz-)Aj+7PF*bNjY(IWgm=BQ~?pgI4=_<5kUm zRVM>Athfrt&t5+9<$hne#RB0DhZNCmcaTrAGC|$J6*kaa=4>T#F#lv5LbS}a}wU*DN z@^Cg(=pR^6^j$g2xi5^7X2njdCG`|tR#qH|N+fqp&##CI_Sg>} z7z(wzz=yFI3=z}8v`0lY~~LoWtfGWG~ftfpe|A|oRs^oA*Bwb6G=jJF;{Bz-^MKRiq{ z9{@zmP_6(!QbJ`$Tr?rik9gJfQac&hZau;zx&Zr74)rA@rVx`^@`PS2K!tCQc4pKb z#3?){7Ct_8bY=a}_b6kCFURzwE-ZhLp;b1iYauYPy4PC(<%^;!GjLMM_{ET!WHLtyr&8Z3Q}UX)F)}FAPSS) zL1veLumb<2Rvy6vRDnUn;ZSaVIE2IjPl`!sg^7=4dtL*}6yT9F*Q1fOsezb^&VLFJ z3UXJVK;iOVeC+QZMSLqWAmeMQpE`Ez7z4NX+}zxDc7Jz7cw*B)j33bXg;Bv-q`{R& zSIYsV8KqB-jrrl$D?Ag4hri?iP=Ey32OllnI+;rzFx-*sQHl|h1jv4ybg%f-UFk`n z;x-D21ip1>tH8O9XU?9acL~&oG8OeDAG3Pkg)X^%7mpH1n5gZUphVBJXjM<-9XVK8 zQnF8J8uT|x#2~JSxN{+_0!;ks@(`dNPUQWW@_>)Y4PntpRR7rLfO|#;&H&zufcYLf zhRJB?*#}mNX|~xYRJfj%#11A0JPyn_kp78{5=xS8JC4Kg-n}E)ZMOIN7E3ED6YCdB zF1*~))7XfJ84w!E&d<;9<-#`XEUTcv_uzG1oeDrBW!x%I58~iQVc%CPiTG|eQwS&O z6vXA--Ed({0GOoEn#T;aLFfZP%q4nG%{PmRv7|~CQcl6?cGw>=#C%tsWf>XxlnAE_ zm@qUAx95}9hE+%&m_k|Fw~Xd*VW(TCNYx7Ka2XjHzu@3t+>coJ9_H-vwHP=GjTEeG z>)~KVkQ;c}Cpj%|tk`Z5Nt}ab)=dMd?4M0%iIEmwMPH_6h zGk1L^89pRN>^M=dWQn^baX1kw{WcEaRLhf6U+)3~_R6FD#S70+6A%IMnl;LJY~BUF za7Y2yL=PNywSU<2_K%C@GZ$}4Qcr}=Wh-pcmaU>=Id)71y;U<9O2Xk=&hT-f`7Ojc zaKy;eCG=Nh{761?WX%GEFD#`IwJno-=;=+&uJe=|^xkyRX1^One@+FDcXRm0B>A5n1Ini+I*m<4CF9V8= z3m%v7!2~A)jQL43h%u)=QgSVWs7rlDA^LQ6=Waj=7Ka-{F~qbIz7@5x(b2>KMyeUW z32cfu#$NvT{+*-+b;zH-ys*Ls@GPPNA|S3~Pm2uvtcn*L2%=8$_(Fx~j|V)EC=rwD zzeq?$;^pW>6`g8}LgdQUQhIO$-)gxv0P84NEQqE2rh?lsso+?nlTR>8!MClb%7oW0|pdVf8%hs#>XP2osB~yY8Y2WeBeX- z=Mz(lY@4NITNdvjy@!pJoaL`~+YRd1^SAxQ%Jo;>WXBb3hFMrg6H1_$8`!s6cvP&7 z-#_?0J1tF2x%J&9)KqlR>FMcX04R2thAx8mIDrB|sLfc$+5a-;rNv>T6u&y&hJwxq zlcc`pV3bx2e}|I`esOSV*wQ(S7u9h)4zQ6ENU_K=o7NVGB6FZQSuYfO-SF|{5 z?lnTpT9MpF%DMB)oP{6Vec-}Wu37-(i>v;&UB0~Y$xCjoZ4r^&bvkil73E@=TaXqQ zMcic;ov2soZ_Q5q*#zR?W;ZM3#0+U7KUTf?ysC!z&>{1&@8y*H(KDqF7|7IxuBt^R zz>ed{o_BdnzRp`wjy-|Brn@p89MJZCy`78c=t{T;j|4|^6-}SyDj2;{c@3(|FE=-Y zt*nu)g_=ih%d#+|T`pAC(ORK3;Pq6_|-2MKulGz0B1+wW(*{&HdEy0TEbIKibt zbCa3OoI|{@-L>wKhaBJ-o7I1%@xv=L_O%^-cln`kyVa4w(I{*o;56jCnJ^|gH<+%_ z+JrVJIL#Y_PmF^`{C*Qz8b%L&m=|DNN%_k~Iu8>f7-qXsjDJ_6PHr)=!YHV-O-=AE zoSItk?gHz0`DRA9@ke#nPXG3xFY)J-sbws|%nCeGp?WGP7#z|qIW|$Oaq51^nfvyy zYA6EFNa1Gh0b*Xd%PJK_M7uu41w(3-w-f99edgS)ZC_-P%KifB>3YCv+gb?wh`f_e7LM>AKhx z<1>a&((i8UuAw5ar;ummB>%a{Eg$=0cq0cR14DA`GnWd}jfDaHKkZ=p?t*f5t;i&D zMPbol>=+UzDX|u+0Z4ZQ*W-ENtk479itVR>1I8O{cPb9XmgEQ5yqe<2?sG zj%4uE^43KLkKHIlab$3=aHu`M$#kRJ;xspqg{5UpH{6*9JBtlAh>RY;K2;6!G4TnV zfH%{&X}v>=&jvT13isH+k6SOgINhb-F@h;{CU6I(>ryj)kj&H6kX8^*ro`2CW+JI1 zewW0b)a$R=`7TD7hDjK(e;g?Vy#2W1li2qE$sK5Dyi2$vWS2MhvhSPoup5RS=S-60RKrP?zMe3%{qXJB&r`K*M{YLj{-K?>SX1+NAR2746Hu)1QBBY za#fT|{V4r8)E6{4wt1DaU~WfYd;u!kIvZdvl>swF%p}jo`BW#+_4TXr_o-G7M`_|h zi2bhDzbJq_1*O2_tS4X_r=_Pe++d7~jNHTBw5{HH=-7P&?=D$0vjj4>tR>v-xCyZr zbr@oUEQAax2_8TPZpCmha%fzVy$hY2n;ZR(9ZoeZMy3!Hx+=^)Nk6n6gDu_}ZM3#& zfVXU)eFRcya{cJO%Vbi?FbEiwve<)}kO< z4{d3!3~HpVig(nDSz^)tRH1-F;ICR{SVCGwy}O z_~xB`?1$%$&qhQ<(9T)RMaZ_kng%tqQ=!uzyOMO7Nuou(_Q5zX1N3LKm*;6WmMaod!rKf-sW6ZQ)lqmE-c8*NY2t6L5?T2_i;}a8ay=827hZa3f^Tlvn3AVFBO* z6`*qklQ4=wOj!KOdE~NmPa+R*yZ7j2F)}Mo@h+r5H9$u*TqevWdTUBDhVfd^yszFJ zNGCf8SuNQoD8(ByIC**1kb?&XZ2xYwd%U}^FCOq(iFSKJ0dB*nHW-Oeu zh>OJHNzI8$IG{W*=*MX-k69}edz|H^%U1_4OMDlJcWaZusBjxfLd5nu9#66gaydXF z_Z-anY&>RPimOK~Dz0>6;WgY#IqfJY1Qjm zDU~i)(UEF|FLNBpNYKr+Umb^r<1zi#Rg{ULRt@}w_d)yO-Tf3ygs%M|3ck83Mg&T;pGq&WlBLacWh@pMQEh6tO9 zMU-iBezC?R^tl^ZYHpLHB*QZ!?!sQ@T5c?TjMR-6i3REd8It{#xWzB1c(ci%l0<<@ z0n`IUo;%$D8V#C*HXPIrzD{iH1Q6`b;tqo`O)=F&<^H^@*e#qrb>ITzmJkVgFKATz z(?u8D-8|Wuk98d)?omXHFLAVmGy-W85LxkdanT)4lVn*C*Kn^+DO5Ndlh(JaVdT0m z#|=L1+NcY_$cb_6a4vgZ*y?e}6&Xl@80^NNnQG{>F2fBRKsHqkhR>eiVvAx4Q{Uw1 zriQVc@ILqklT#aFIYBvn|FMGxHq|PN~nz zl!`68ghG^UFulFKUEZiQ=`I$GhMAe!^C#7Hb#<9=1cr<3Nf@;@ph`8=W(0r++wCfr zR^vQJz!|0c{5umCSdEg2K?lL1zdKAOQJ-zA|hY|MiENGH{~&zAP$&(=K$OqQcxx4h@_yx z(5Ft9iF3+y<^es$GzX<9k@Ihsd!74$Tb8rVVr+aIP+hv*^>T!XydNRvazn(tk>YT! zQ=Hbe)iS#e`6$m}b2JGcEtMZ>hi;XecjZTqREj-JWF9NM9I?c z=#pLhybXA3s8wEhfP6jQw-R8zm)MXh)V{a9imJ^Fel?U=t#Dxy&<$O? ztB3hXskAi7@B+~n0l-A4VkCD0VmLD;AJ@Kx0|upZP`cN$v?^X?J0m?ihh*HI%nqD` zE6ifA|9+KgtGea5CJwMTaBM|k=0#tQo)e+aD3*?$6 zJ3sQx6)n6?h9qg{)P6uzyMU(S2tAk7iKYPIRmGN3KO6e)TzC!O26aI8r4NtKCuOf+ zp2`9*K63DGdP~|}F%(KaLhq5Rmm5xURtWqU8L_U<{mrc&vCddxES|%C;D5LPU6N8# zx5@2E64Q8+au3>9x?1ThN${B$k!iKAO5K5gOR`z3BVI(@Od}0Gm1Z%fwrfk4*`Z}& z0vvJ{=JM#vUSB%JkHgy2(=#5svXmQVz9E6L^vvf0s@*)q>ZO%BfR`Dz^E3m6&2TLE}I z3cEW2!Q=6>#f>|5^j7o9z7aEtVcFsWdfv#x=3}tG-g@zI=cUR>aj~)YOta{k>{1+XJcx?}!<|IaqFCKcX){ zJ)U9Vg@pxFEoxnhl@2Erisos`$CSd%Wo!Urx1H|9354xvka0q*taKteBmd5fmvTC_3f%?2Q(`#Lm@|inn3IEF89Y33KMX;|&0X ze%{CKy13&)<>H>tRI7BVLRPqPiy?cTeP+^#@z|l!95(RA9?wR(J^lQwDQ&vlgc@4X zEGqPOLcTR{)stR!P*IPoY~!1w85_Hhsm*ZX6LOTE7kW5^dCt9}S-<1RaXchq!%0>+ zvgnWp!ksWlle<2Cz=(11eCUL5IJ!)5A_!Yq)x1hL8sQ2E8Q17BJ^2eSHkbuQ1AiC3 z_*?||>)mC2$W8}de8AbhH3@c}o|}hSwZ16ee&XX0hE&iJmdG-n`;ho4r($UvByjgy zvcp!WHHXV;Tn|30e@Vs|olr6fO?dqasPF{WuJ#{G3u;+;iQp`0+R1cJsw>&@`$#Ld zJMv<*W8hOBmCW-ZqvPuwzM1Xuk4FD7 z^q^2cK%$t&-lliR(Q(iTdemAJ!C=wL5)KC6ySh|*i^AHEHT$Zqn9wjT-UJrNo`aFg zSFFh0!(}li1#70d<1TZCXa6ncB`rtec)ZOa8I_>u)$@LXacEynIy0>iY=dFRFy%!SK!{paKmVfdR|OeSO>fp zzQwU+e8`pwEQ_O16ZJ*|T=w@YZ5yJ#EROaLdD1CnXz2dqhu`w0xfKWXl^VPJEP67Q z=~Sey6&B{4`x1mT9qc@+s=U;u!ryJB1}oR*&Zewpf`U-g0Ry1Fq>E7l6Tk_q}(t zXe+<@Rn&VKa360+55hBx3JG9t{T4CKOZgn@=O+95!|y!nEQgUwpxRgiNkc5pf0VUd0&&6ZT`tz84)yo9YBYyxE-rBowuiQn>2RKQ_q(aWfDO*T)uQx_Z| z8Af{;q|dsvd5`5Nm3BGjj);&o~cXN`BBL7!Cr`-fZGbx;UNTnn-+J;}<& z9s@puL=ZrHkK*bpeQej_3ziAc64s5^x(GPHv5W~`ahOLXPmW#r)^)%SU?fA>^+3`l zfFf_}o2E?+M_LQ_Fi9zA=w%3ArVKv{{uS1NQXq7hZmz1Ap_?qX#B#Ds zYt!Js8)Ov7Z`jXiqIP@7ZI)*7N;4I5;Ksi`40^4Rz68#K&?V+AA%~wC-TL zZRKH#kxrI{&5lIfc3&a$U=X#)sCfBG0&t*(wyU{&ZoE(B``vtcXT3r64eH7xJTdfM zkv8nDna4=i;FLTnZ#qUXi#$4kN?il(PoJLPi6ep=RoFgz{5TG^iIA@EQ23>;!T2pk zv*Owny`N=l^$rg$$T>Gklki0SXv3M-{@fHRUW#js(;N&&y01lLD|XHui#DCKWt_BdQ4?*SP?=Ld0Ut z30_S_NfOnTXKx-$oh}B?Tv4vp?t}geTQVEf8!ZzYT<4k6Qv}#;nwUb)x9E4FL19712$l& z?WMBLLRUwXbHoG^sJpc4K>l4EeCTxxIY0DhZS#*34W47dyRYC z(6FO$i~uor)Y@PqShN+q;gn|>F3fbS2$=!sYi1Yok52# z;ppti#f#jn16LqV;j{RBE}*cWpdL8ReveXoC@+Rcs5}+<_2C%dG=ekWFx&>8g@aFK zy(}Mw2L#W2o)r4p-L3Y$ocTcCh>_r4^~PW7Td_mR=T)NkzI3Ve1m3mMA_U`8qz**3MR@EA%6DNMzKVRGL>3t^g##AC*x06>*tXe8EQNjh2ir?O3VK9)+KvHE9DmQ` zn-S`ee3+85vkRc^%$*>uV|#_sXX8Ep=GN$CXJ_Yh=9=ucQ{QUDzD8xSEqWzB*$9e6 zYGmYoG;ME{5d?74nr1LnWbZN8HpPI|xT%wj1FVlYadZCrQOrni{Z=Nrg71(OB731UMNyBU6N2vAfGHBCGuvW+qc#%<} zxG}}>FnF$+zBTXq_KgQMoltNg7Wc=;N0~$lP@V#&suvph8h8<-GB)zMkvF45+)(V{ z0ffg4bCYHP*-W&Ur%Ha%_?3y-9E}(sS5iVTg?F@=*$X|aogI&on58kD#ut3*NYr!v zq1Ht;0PJ;oFhYe7#r%gDyZx4P|biBw@G?)&rpTS<7&Y35TRsK7{s z=W!Z67Z?y=f`Pw44wT=T14^6cbGCrLZI8=9a<(1NcJ{5beP~tRcj-hU@8_n&=|2WG zq@K~!)lI?^<}~YMOeW|G*nG-s5*j#jzTCKEo*1%F1O#1cN>atQ46$4harADBqnAez z2k^G-`cBV3iOmhJ%szyQ2mtY>@(T_8Tp&fAfg#+@#qn72%!;1MM@QsU0RG+Y^+I>7 z7AGn*gG>k*I+~}r8)^=Y;Bx04PgPQKdL!?RgBl^VC)@+QDtpW|A|(y^q+xVU?lh4` z*ZYV2{OAr;_JrjSl+073?D9m@kX z^a=LPJ1d+h=sOjp)b!IPCq(V0j!Q9bsh06mwSj3=XI}o?fWCLXq$cuaCWj_c8O=}U zGqSU@GX?Z?%%&v*O!5-TEASB{qn7>ff>yZA@ixU(J9hD-D z&|Os-7ejfJSa_TZ zJA`6`gM!S!gI=HFf%Kyv3@fJ`kWFSWJeEPZJ*}WX7u*re!pfuaDrk;gNzahRWJ&P+ zVrG8zc$L9)Ob^Wmwu5F&>cFs ze+ikB2^OI`s-Byz1iKj6;4v-X^ttDkh|u>+Og#~ zshw369?G~AorUA7A92iboUeY+i}2myWCcRjTPF9A4`0z+-}5Md%zy-H#>aLdtpzv9 z*JK76sxlP%r_{dVK#l_hfupe&LfI&`_j~mj@>#X}ovaf|_b~GIXn_+&uz1YyQgm#y zIel*=yR=jt@4q`6HeKWEzV# zF27p7{w(>(-?_&|C84V4o>Q&T$0F@tYgmU~qmoG>t${{U&S3U$ed0bf7`}Pu>x~;r z+mUw2$jdjNtD-aDc>Kr?i!DF3frvA)Iq|DYC@ze;6z+nm{jGd83E;d*8#aUvJkw|Vj&k7!`ID&}d8Ae-7_w=&kG;a;~T zt=SF&n*B}suz|$mPKYl}+AE5FY?y-{I7GZlGyder`IDidDg6Vx^;5HJr0cx$N8hZC zYJq8A=2zy~kUAMzSrC?AN4amXS37Ds%$%E%k#R@nHID6%9U8troH8tRfSTX!uLAir z*fa#DdHGC~nX5&2VlUVCAQPq&k9p3?yT#D=U5~6hdC2t+@VboX+%VhV&a)#i_82mTyW2N?vHpG+DSL-f;APWR2N~{F@nb6Dmjr00A zRp zpPox!OwH4XO?N{mrfi^$2J711CG=^+ow|L#UZ~SwQ7j%plozj;dmgJ2Q9m1SC1i^tXKB;+4;lz5E}GK2;shq33s!8u+?{b3 zGUHxbmC@=$kM6|OD{z~XN2ZD^yNSU7nas#jIi(@XI3nNYg>?-oc*Jh2oaY_4I-}aH zKgMT?34($%N(D1;2XA54soC4JCK3z9@tv#_g+)gzQ?!z2&WM>mxFr4z=jGSXlV)>+ zBJ*qH{0Kdn*spC`7{R>XxGTc>c70@o<({ANS?h<&qI{bATUYUld+ohC`dYhKr9eNG z3_pL09P{+N;H3}>TEyxD^3dX!yL^9iIx?Y69Hq`_H{Hxj1&v#+vUNcAN|_KD8?Cy7 z)9&cEw&zD*%6_z&VDO)KH%TV7V`gdOr=N7eAt4Fm1^rT=89@dtv?QF7zpSm_3@ZV=gl^ADy{Mpd@mY_!eYH$7$6CBwyk9 z@)%^J4?W1)zcwmqYljd*2o^O&4c&3U`M8_-cJF!QK}D|*;b=iP&t1NB$xvIa3c(jH zf4PSCYCW`z_T&iYJOH?d{GK+eY(iXk`}Qr9wxhdy5ybM{4*9@rye`cZ#68$fz6VSc zPmtt-1X*tG2eX$bA!B1>88}==r)1DxA#j`2#82Vj90_y-^M6x!uWTVP6!+FK3v4_qeVJ*bQFvmdP4Z@i8`i4fuEx0xt%K)w2y z)&{i~q!b#c{W9tlR4|IN#lE0X7oP^xBnKof6=@vg#fsr#WgOegS&H!Kh;OR+vXE7G zq+}Jaqlw>z_@pyVd)pwMLV zMN|C%E=Soe;F)9q#>7#7tL)G}s;|RY9f(Z(_CH#L@~Xkw{nu`X)elUIPtET*e{S%9vW#8mJ6!&D!Nxkhk{KE+<%33#(^UO7)&;_ zy%gnIS`^J_;p&Vu66@xv2*szj>t0^s^S54jPpo$0W;fmvOxV4&Duk1ZOA#77Ehi`F z4}`h{R9ZexdVmr2wc;_R7lCgbP}g^{EQ<--0Dj+a9woo5JwF?0T!&eM{JnekFn*>} zmJo940jW9AK5#Bx{-BX$%b1SIhLRjIKGfNdVHtL&goa$d5ta*R@}A6u^`jc~cQ?G+ z;{FV^!%TK_;D1V=%ier=C+Mf0%3Ub!zl zC@cLJ>GsK^|C2ud4ek8%tpW!xaek`7Z%xh;WBYB4@GqaK!190L_Z&jv1)MYiE9&;Y z{5I^3RgjZFw0&G6LhrN9DB#MUF?{qEYUhm}oxR{^?-K0az{M+j=ztMR&6W9aBl39l zIvzMYK7R&&O&#)vzdx>;E(shg;9d>Q#^L0&*|nUe{|IP$(xfY8y6*Rjv^ABLAAt^? z1i2i^_jp#*WW2b4|NiC0L)DF+vkq5gsnL(ef7XZ`x#wtV-;v#-U!W4R$bBHEt6sd& zcQ$(B>`1`g{*A#0vr7)g_L)qLJoO$QQbjFk@(&M{mg``>Vmp&buwhlpj*Aj5ug%aF z^2@I^e);JX5EhmMQR}C7OCmgRp4O~3spDu>e@|=X;rzUDs69e{MQ)3Jn#zhmNm|V% zfphFzU)*5Zpn3*au6kLHo#4mE4%CjP&Fr=Zq%}4S$SeN7s6YPiTG#EvtyxCw5$EDg z2I(EBq?JiKAZ@hBMjxbRHg{dLqTC>L=v}_uD-Wf>6X6!EXJ3t1TCccR8B}SG7XB4iImg7WoY2~W4(V_V@pwme_^)*jp5bH>jq-|li^#ya}{SioNd>{#xKv3R`D z>{iSFzIH3iMYZ=?8xGWsu(CFJIBxHqdvjqZnL}MV?&Jw3<~fhMllv?2?@pX*c8?}YrVYw2WdGYz z&agy@1@Z6d9*?ETmFh=SDHX?yDiR&yKV<8P!8ubshC}!-mD;IyM%phIA{@5OsO^(o zqQcEUSy%VaLWgp`;(UnhV}+erDr-K`Roown&G^jeJ@K}D;I8uhvZ%K^Qfm#n0{SP| z4mT$5h*hDS&*+PG`Op3G%H|#FbG6sY*jQ$K>C`O(xLznOp1W%y%v|!K`-oiN+|7j5 zpJ}x@o9QHOM@!_6czL@E%c=Z)wjZVNp z?M}Q+TS|M2E`d!mF5%0P6*pEHHNPIUtFtTbmJ4X=Ru5}U7RXjvlCQh3l}p;&#?}7p z1>+bOq4$YAfojgG7HaVy(k?o!&t2yw=cT1rq<^CFtY>HH0)2Ojx@wX@uEO*W9NE>{Zu(W$@M)vy#b(S3oe&=^^FY>qZ=-LWz z?zVC1wh{d9&|<4Cwv(bE{mjY!{y@Zsw<+E>(eWAFQfepSEBLnBEx#xrCn(2Mz=`eD zoHhUaVa2i~^s1_H5s@d`{WtrXgzAu!=D**9lL@pl-D{`2H>{-3un?3lKeE0&Xr179 zySL>-cLM9qm*d0VtETa*FB2YDyL7?vfU8h^+?)EK8z+a@*fl&Yb}D#9OO*f0OlivM zUb|9l=Q1{c-bwuW&kuZH19b3nM>Z7XI3aVO2>gwgH zU&Y6*oxfBU8!cXATYADdj80G<`|Z6+m*sboG>|{XE43iYBrQ->_^<(9MDVUZ4;F@B zG_d2EeZ)h@jL0>EOq?EOn3Ht+QRLtfeLEsA!Dm7JUMje(rs8LlGW}O z?fNeP(`n-v`*-2Ly1vl8`{5BAoyH(@l);Z(Yw`HqlTu1AtyCy|0VO+QPg$Qn@Xpb% z>=BzU90l++`vOdN*gm1`xqaBTMD>2R(v8Xk*<5kl;j-%Qlf7lKE7%vt)K+XAT}3}W zqh_R)RtXol`RTScH=j`D+> z!dnN}RrC0jDNOqBZtE;5InduF~e*#$wRcwbb<^vwu0X- zhWIG5Itt6j91>9bvbN%otmHnOeK=8hw%X=zrPcDY95{Y_*1;fV>FszGhTFPy68f>t zl$OdDsFYeW7)zBwn(i_O_h7o}iuu-U?3!aYPr5EfDfMwS?<;2Z z+B3X-rb{?MAk$06a1R^r*moakjY}=gGCl)b!A#PWucq}vOM{XtB9bjvC1hMM&gG+5 zPsrhB3GehXl1;O04#J~UiY$AsAHVnMqn)Xocdgdf?UJ-;Z|#AU zgOCbWs+0EKMSF)Rl|)lZG_-^?HJ{hVaqe@UbAI>p$Mal%{J2kbUElBb^Lc;X<2BS& z6X;ycp0S1RHM{6-*crYQe7Ji?eoU!R#aF#X&S@y;g`2y?29Hp!gwjjpCyr&UKjv-m zTwr~mPTnPsjn$p%$(=DNdBJj#rF*rgPLmJbPW)HV^nLHqm|y=`bF}U9nl_{jTu$a; zHnk5H1eTe6)!0@8Nnfty&=Y3f;-)bS39{a=XO5q*2-5YAK6Pw(@R#H_He7s_(LP@4 zfs1#R?a`s`sSQdws&of}$S1b#%K1Ss!Wc1!FvB91GE~Wc);9$k5bnrjY7#gpsx~@s~HH@9C zc;iFwf*Cvc4r%PExM$2He=k49hxWzN$*ko9B@_W&djavA)QZL==QnxjXI`nQoZ!r#PU|0UT-E5t?^Do3!OTwy)Z6Qe+r^HN$}|u=exY-N`B^`;Szc)#j8?H?dcI zso7A;sqrcJy(CBBt^NlR0%1xNNz9p>uwDL+dk3;`v1Pd)s<7(rT^k#{XBAG4^Ob%XI~ZXVnv?&rg;e zH3`gGt|_pP@Pad#Va%S&$X=Zuwdr1t!PjfXZbl|nCzHz0zkLGi;=NZ4$teG{Q4a>Ti@IpW*y1~mgX3dJ}?KQqP1K#`HJ+Md9 zzsX;~Xfvy<@5ijDWyRB6IcDW)9vAw@wNvCiavQiGetdZF6{q6$7k5}=1(M##mlv&E z7*2^&3zv!Ie61B)C?cyiqM4BR?@+;@W!>gNHtUKMW6dD>MR{!#Y3k6u_jWaQVyxGX zIf$5ug;R&_WFOo9Y@L|G%X=sG(Pf^|Prhhiqj6@MDI`I;?2VhI(?pHdkQ#^iwN~_J zb!{_yO8Di!6m0!0&@bqBu_WK@V^yympSNI@*dzFWZZXYu~)9;-d7yfFam-yu2Hai8@=}_&HI7@4Jl&yWmAM!hhw7aAf zeP0bj!)Hr}{t^@VaW`JQE$kEsXy}*w#KC+})nU8*V=rUvC54FAXit-x{apfE`IztR zEf!b0JTHIkYieJ2ne5}`t4!q7d|A1ERnv68#<{FNWu5%vC|dn+r0t9w3XQ~l6#Uh# z)zZRvt2WtuCC!q!4qnDiPQ~N@J|#u`=^{=Qika4=a0D{*Y57x^uL<0BFD1peBage5 z%9vyPyZ(*{mg>kfl?e4cp7Fm)uQCpv-O8DIhovpccon`_D<$iRT8MVcnvgXoSHv&T z<_j}=i`(-)i?8H-sQz0|V^80NNW0Tc(d6TQH^|1-S8Z(U58ABWKYVZBxy;7`dbTTW zeKpa%SF^#}c-3!NDZgc1^zOSAtjWaOajrTeO=a-RO>TqcvkKWJ+DBGg(OeV48^Wv3 zbXzuqZaUgIB%x%?meoa0Wk8ZKu!;Xjgh>90>-NVxI&p%es@^SIFR<>4%#S<%=l?r= zYjt(PCVw;UJ&i-u1EseNudfSEtfE=5@uPZDoLo?*TC|UR8?EFDm*9O5qK`)}9BF$j zu#cr}@zK(@v(NK*+FVrfep^Fvcy{4lgQ)hWz715K5T)zl{7U#38rSuchhOn%QW&?~ z7P+~2%FZTszJ6e6qhal=e*^U#%9ab{-;E39qP{xWnWpj`|%QeIEmpRn%nn9aN$k-}gq7pthIF z-okUeV^5=ChjggOpAY?&LlB=q1_8E!89v-yF15a4&C%#PWlM_}FiB3vxD~UESXD2V zGyh$m^q^n!@5ANBo}XygmyxZyMW}s~4r}91_Qug5P1Sun)a<%{(x%nKK@u{w`m3=s z)l9|p*}5SDzXp)$T)X#2 zA+AmVvPe}^GZ6d#ES?}?b1h7^f8KopyL(aT`FUa^TO0_>%- znVwr;zJMGz34mHtF=^Dp_@+#?R~Tj3&T}RFhMgb}-U|$D{?wlF;DHJzm6`xu6PO;* z0~lUtVv5uR$PZC&aWB>10OrCCshju}`V12qaGlkF>reurKpkCEf)@o+Vi+o0DU%C0 ziw)%rpKm$jomNM59SG-$gOexMb`)V|v5)js)7DOg%0|l}WgtSIibI0M`DG}8Dq!`g zp?7}`&Mcm?iW^s6Q5{KryKA(X=u=~uO(r&Zqjm-Wf5`pM}5g=FVd+A28WD|L*dt zt-t*2Up&1sDp2Ia4t^$4wJm)g@AI0eCNtc$&*DloW_$WPB!b&@n%5z+N!#JR+S&xC zI^8hlPI zTXz6s_I`l;U$Wy{!2O1R@oPm3p6RZJKF`)Q(&?YwL@w)>U35?X47CM@ZYcG|kdflf zgVq=+Oun@0$Ritbc9?5nSgX8&44OfbpBHLhnL~00NNdaY80l;HZA@6 ztQfntKz>Eb%pgU{nvAiar4t1z?+{SU1BZX6@tO(1ukoZ34E>46iDjvz4&#NBCr=Up zq88?IL<@7nQ7rX6H}@!iq08b0k|YY&4WjR81Vci84d!u{mst7){8J7qUSff3d42xg^y-Zv72_<+rI+@sTm(X)5m8GK5zK`&k`7$ zfp;hzj`YKnFy}#EOWbo`8#|pauV9cet=dTNNM|0=6zcLq1x^!!G8>gK_R`eUBm~86 zyt+x46eh1a zp!t`J2QUuh7=&I$>brcQYN5PpvJMa0V#JyFL!MNkn$NoNDPQ! z(mljN<7FBU6jWI#LKd0*JB(Xe!3~jT=Fz`l2)Vxv^kdHXXUt-Zgs zThhjh1!@FwzzP-<97S3==Ssf4cr=F6-4*R~{$zeQh@e z<{lWrO}$0ni`cds0-(3)wuDQe?s@R@D{jhTicMgH2)Iwah?7AWgiW1aOK-P7yo~1X zJO#hpk3;UFe|oN>0-O0fXtGZDdIc(B5`7=JNo-wX0YVj~lr)FeQP#OHtGbihmVYi1 zOw;Jzge*yazdM6cA`e9|*pa6uoj}w-{RG4ESn6OS1a`2`M>-wr*GE2W&r2tP3;Im{ zaz4B~Jk7v_OyC(tJg}L8%2Fy&!{Q8pya_4S6_1P*iM+zpooEGY>TNe#aYcoLXw8y4 z;V{M4zI3hN9^(v9#^6i!;VZ=942-=;h^9B@vu^X?^T4EfnhRE9SFNic zCnm`0ZM`nDH5GM@{VWZA4{Ky1QbU)|oGe-(pQZ_STs zngnUQ9loW{;P(F7_Pv$PpWo`WwY3eud1%zMde|gbFM(Jd01xY5AOZ;MuEEQzm{c4b zzOHWb2LRAE&%|Av3GbDvmtO^?K_bs&4vk0#V;Y*UD6o8^aZuc_2S?nh={9HciN>aV ziD5BZ83jkrm5h0_>;qy6I5=$C5nGOk?>(siqUzepjZA3^bJHULnl>OlP5}7B0RcWD{Q*en76Kr8eDHaFeJhdb zgqfTYBAyCx88G>dxy4%~C-tpbnZDT{myF}h(X9XtQxJXcu~@)UndsZWr)KBa{j4kj z#Sj7MhUj5sGO=Z`z!V>IvEaQQh!*IGpGk*&M-Y$-c{TvOdY?N3i&gWc+vbGN4}2FS zxGHZsBRE=<%KEM`4E_y)TUdlmd&F@objH(3l|{7Gn)=mN}b8{2LV$XYx6 zY2Dla`XID^7Ru6WYxx9*kNeo!*?WW#pUG+Y-D44PR&C~Z`G>moKzt=l_Z-%->L{P@ z=R^3&_#`aU5ml;1iV5erueE&4-auKueRq4U_gR9tCvWQvlra&h5m?7OKht*~s1>FQ zANk1xT667amd&Agw@zeR3&3vOJxd2@R|b)ucznew)8`=)ETXgf{(bgKF$Lf&0OoH2 zCWbkv7}OoeP0K;s@gezg0O3yu7eb1r3nw2ZH}|@7Nvv8(LTP~*Lntyb5>z+9z6i6Y zq5=oz*%{d+AYUz^i=le^=c#WO$@rcHT8k3%%o^Y-x?Ri#J*Ju7EH5`t5h|*P>l__< znyRYN@K-tQ`ATpd^YDB^X?GklRkD1bm79R@oR(zklg7~T!K zkiuDCW=n1+;Bpn)R}F9ZOj zhORFaJOmwG&$(IiyIKtbR+2kUtCmY6xtTRZ@%mmJvu) z4wEG0XtYZD2=%+>I4f)XYOsNW*`Wy z7VcW$`c;*sA(B9|3VH^AB$=|!dERG_KMRL58E{#|U>0HxOia6Qy#TsgUcUK9nlJ91 zrvHI}A;+FxArPFd8>|*`Pxd^-&e*PsG4Z zqX`nhnpQEcil}m4L)sH5aF~qE61i9`LTT3XyFLNENzC{x!}E-*HMudG_qNoDzi%;<*{W4vH?O<++TW4tJ>8R|GgM zk(Bx}1Fb_Mb0;fEcn%gyknbclO2$hK(f%SV)E*(#QAx@P$aRrMV7Qz zUhTzZ+u`i$V#K#Wu;tiBi8wH~q{c%6YT8PHP?QGPgy|w>KyE&Vq%V> zoZhs36>)VLO5!CuB`^*^(LvztHBC*~R?#CpiK;NV6LjN1E3zmo-9vlN7NPzo)zvJN zk}CG2^Fwl6xH2SR|1m6oi+uS!v_XeU-J9}kkhcthC9VnqV31RA$foJo7P9v2JB~L# zU4E&Q@Nd2pAo(ZODyk1(1Aw|ke*h@Dn22)FD5Y7yqOZHKyy6f`hp_Dy>E4fJr z%K^Rx)Nrlf22Z>=P(O%#J262ylJ|DimI!uidFV(bPx3nm{ZQ#|h3r-au38$o!fadp zrEUDT>j#L7C39uz;_L`OhPUX1p(aH{XW$4GL$qhfh!qF2Wy0#B&$LYgRl)3A#iP^Owf3_n81nvnas)9l-E&b31Nx8HLUstgkxNuu8#)blu!^r z4cVR8xbJ$!p2WsvAlQbXn&I)(3VCNDk8YQVF3a&@)p__nQE zkFO)>u1yt4PDx<{uq4BV>-aywZb5L;hrG6MGUJKHd$s*3xwC<_{nXli%cj_*4uy`E zXL&Y6OLexRdvV)XuQpN}XJqFNhYw~W6ShEpF8D{)H-6Pu%4)<4IN?{Q>t%g^rZL|H zu@YQW5I7=-jmQC&cO`HA$}8j(T$D6$>&&re1hnbVkyY;s96I8!IODetfuX~h;lzyE$?%un=k zy1PRdGz}mkCmZ$%i51|29yVX&@_6!jFwX__uBiah%7V37knh03LdXB9L4i*bMXHAM zu0}!PZ7VA-QI%&yaJ!Qku>ekiV`+ zmyT{0npdXUE@#h1V^uR(f=QS3vZ@F8{mD;^-{Ptu-_l&{pP^UWQdDwZc!#`?+*>3z z$Nwx7u?*Gq*wjN7#O0uiIx_XNs9Og+* zu~A||<>^Q^vPradHo$u7d;a@~&H)GbdDJFPl~+7@ckh9Wa1EzOrs*zVmUu>sfOF4dbIWHl%n@os>urIg`$qy)u< zBCmovw&8m-M6w@B9sPDulH|wHDoHIvLcJmsat8Qw;kc!KEhM zc*v~NaJJK<-^~zWRf5PMBD!bf{}CGH(JTbDsBTBDZ}qHDys$v zG8VaDRGl8f4ANAm7HzZY_jbn>`8YVtzx6)t6G~21;Z?} zr01gBMG>12`2^mJc4D{-J!OK&{J*;(K2jq__Y=O;SbcNhQGzFbIGduN(5o9pN2SXO ze|kq~{8!1v86yv*5Sw~8lt=8N5WYF0F)WrLOa=5g!v-aq(I+;+d7soTf5+dP{@8Q4 zuDCW8XR$E~xguD9fqSc>2v$2OKl;YM4NF{>09iFu1`Ot0-?u>e zhb@i-B@RvMNaVz5VW5N{uzjM6NT~dqG|z(_@$2M$6u~XUFF-4kUI!+7{@ZUmXQR`~ zX2ft;4R!0PSatzknDp1Gx;D-xGGudcRzU7o;H zPjUd!W0P$#jJzVsdp!~=YuP8%Kk$KwU}D0`n8x_uVS;pvaH3A46(>AX1Z4$zv3pUa zXC5yj!ZGlqRCGIUbF+PY_@kDvx8R|kEEZAeV1Cy={OodGXC4mJW^jxAlk5r7zm(RO zs0P5UQE;z55l{Etz(~(D;3NhLwAYQ+(xt_@6ug{6K$mNQI)&%)hbrn$BP~3JGhiC0 zJC~u80@VefS}`j&|6QXSd2LFOFF!}ee6QgU5<_^*Xdy>4w=phJc*5CAAaT4O(kVx_YN8+JdSo}z#0~^w2Mj@z`^Ln0uqW2iZhqf zL8}mzSV9Y764_qy@ggGZ2#NgQ{@ zVxZoWnb36!N$jh|xCQO;acs>zB14DtU-Q%{j?lUUte?OelI4cad^WGm{_VHlW{x1Z z?xY@!+nKi~5iDlHN$y|7LH2w|0<;hQJmNkw&!IXZGArMI6VgJ&ydJ54oAp7c_sVk? zg|lFQLORi>9IP`RCRLi2?~x zF-2pBPswt<$qwQDUb@&VnlZ@iNw6ZV;oe-lQ5O;l66qUl>OQ&@lSGhwMAj)sGzNp+ zY|!jddhG^CJ#5^qi4LX3?)R8kuuf?=Us+BhJK>CECEg9GD)jggG3^nJU%PQ5-@{)@ z+171n>MKEVe8-1(FS3#Cxu8xYc9=84Pk=ZXfZIY84ABWexKajVo97`%JgAMVY*`F8 z(Xe*}iHI(fG~4S_F)?ppjHsIiLV)4nqiSDNL5$Raj#IA_2ibP%q?-z|b&$l=KPCrg{PQvRXB(KJIkC4|p zL83khkBlg@V6oG}2n2((KsV2P+pZc0hEtHCR$t|U6Asj?M$8}KAH0)LyA*=B_q~2_ z2@Q9s-=uQRy;K$-y9!Ojp`2d_(4p2aG>m~NyJ<+Bsm+@Q@3S^+5CpOB>AOd`ZK+@( z?Sp4)X319{g)7U2gwA2O#el9(G!b5aITe*SMwQs+o+fTTV9=hT%9m=I;y&fNjrDA{ z;h+#BFLEP5MWO$k+hz@wTQU`SSbvK-cq25{a0TgKKhI-tS%J2x)a{BLM7F}1w#~s% zltm`T<-Rfd7|aiU!Qr%X3m?vyuubp#)hsRFCd9`NVKl<)-0>_RIKviTr5q^>&xS?r zIX znaCsrKVo=*;5UmAOCU}rFn0>WF5yh79D`7Xd+)R`at}gU!-_?*EU|XTYPX}C({E2= zw>*a{tO_d%ql8zlREX`&(>zR?&58CB%=VIR4KB>j=b$?YWy0V$Eoh{Y)09>03XvUv zgW?2an}}*O>$daV;Gk$r0UPPz^V@Jm zZ@-hXr>kK7>VoBvFeC0}l?LvUQAV3eH5}@E+pJr_QD&)5T8=&&D=p8}a<}yX%;|Ne zjbtMyPx#-8Mf<2_^WRMhm*{ zr_mIWCfmt1`WuvSqKMS5^O@QM(5@w;pysdPU=p51(p1(dNQU_6rMa}NTvbz>s?hZ* zk2BaHJve72!{i!t)ML0x}*Thi`;_TH6;8doQb_&|1EK*YCn=R0G zO+-awg`NNzgvtA@)1*ZKnhENh9*IBrvEg|n7!vCcy!S~%9TRsqH**Z&h9O3H(+0#y zNB2khY#-8%?(D>8nPMNUAAX?&6-E!#w&Z8R3B7T12imQZ7z0Q{01&FSCvHAs#}^-D zv5}j$I=0L?95zAVoSmBovoH2V4$je6>dF%F=+`{2sHm_A#XUxO$4Y^cB9(>2X)1iA zBR9_x&m<%d@MxVB%1Drcp+?9M0*idFy^PFC_M(J^%)DS1?VXlRz4Dw3L6S5yO)CvN zCIiWthKz3zLp#UxRv&jSO+(em0 zO!S4Z-s{{XA^d@&F6!w+Xl|vEdkYJ0rA(;8>Z5OuyPHaCdPIZ7QS|@$vd2{e#`6mB ztwU&2gf?2Cb)x~LnVHu=(JVSa039J(-Ola{E4!46yMM<|9iuL2ad9EiVw2z~)+Hbm(X>ws>q+|6@)cUeJ9WSwn(Dt08KtF#~^hQ3P-@&1Ha z(afU1;4^LRAcygUggzS!)i}-?V}WYJhhLVLoItE#0ef9>?}0xeZA;sfnT5NKib@oi zVXUmI@b1(>Iz>d}p!-@Yj_u>A0byQP{19J8G?nk}A#t}QriABnw%C3b?QA%oKn*ri zMt}E(iKktfMN9spEhlG7aga73^29=$j_8(~U3+Vkdz$En6OR(=1S(zPTloqq7J=Y~ zLHWF-Y3YLhD0#qu9lTSUCDP8wZvr#~UygqM{Q2HN%w@jM>W0uQSI4}LD{vPdZ^zKY z#i^N*Z}xgCn~-EgohBl^r|81*GqK>3fX%_^P6gCjh(h*$l|+J&K~N8*=Z2s{-Wqb* zB!?lU&iBnv0a0=7_CNunx-=$3#JC#il^U9)NEc%<^F8G3#+O@;n4vj%im;81jpLNU zM4~Z7OTld=wG!IN=5edntZ^6`Z|y7Lv4uQF;3Yn|!SD1@-cRV(SQ^0^g4$nXS0*q9 zh>>9i&VJ+k4!!n7t}V3Nl{ahl%^@Fdp}SZEqoezi6CZ0 zn-?8DTU?QdlH+o5hr14}5siF1o9mG$njdTMb}Bz;>>f#Lr+JpuNX*r?Jg?Ft7!V07 zK#hRV3eeb^^c8pi&cua2H(8c%w{RLMkV&+zQe;?|b;(;yayDB)lFYZtevn@ce>j(%qqrT8SULhBTcKg@<#oR`qYzREPS0qyG``uNU<=sv@SVfw{Dcpr zCud<3Tw6N$^kMn^g5RGt|Dq|h&%o;ZThzbblmGDk8!o_7l10_v{qwsbfKbS6jZ9Hh z2gEURB0@BGD-o3n4#-)6Sk1anX7@I5;u+snm>+T~?BW`oMAGzyI zAp!BLLROg;=GTt z)cJ)42o--7*bWyVa)MHb*cI6DVR=Y&6sRbAkkM!+PXJ&Q#6lR^tp25#i&E5};-rzO zUwT?grtFqa%iOLPjrgrT;b}PBdF~MdQ+U*u!JjSvNur?XlO+&B#1d z6v|Yey`8Oj*CvWx7PPpSPuAKlExcXkQmkii)pMU!nI;N1#c&RVAp7OZXQco2k;bMz z+DmZG5;G8JL8R*zs$qBs0{=Z0NP5eYvg7t`<@m-6INs4}CpNl>_0UH!wjP1xD@L=q zrvuBor9Cn|Wf#vScc82+J53wCws5G>Iq&GRe2!fgv^nDER4f- z2yom;4U87d6gPX$f8y-&%%8Hd>U4bx00sK(_uyG#l~E{zys|uP2#Y)s2!~q3he?ne zfd4=lcjVkNlSAPV^-P`~fqnJ$V*dG%!BDRthQg-(Pm;JQ*EQS&|`OG3=^n@a&_V|5d4p%wyz;LVCQz z!s@`0zrSW;W6Ex~yl{Qn45uvJ zA&>cq#`^o;UKabzN*1+vcq*VkV7d7mo$bH9ye@F$bX5N=Y?9xRyV!kqR#HrcIx(7O zgQUxVRKtyLPAzy?al>T?(Io#HJxD^Y`2%|GeKcoE5hDRwhp^ zkw-&NRAxhYal>4(*$a-4I%$Q5^4tEeYi=~7eU^Pq?#HLmWXA@0{P?l)&osJEkjXy( zVN~Dv^GypCTdGp6T6qKCnqfRR@w{S7j`5HHN(eYG zEDh&(e|7FIHR^{bdqY_Y*XGhI*Y^H%bI>?j}aX%2e?e)?Q?&Ck$HGe%&uOgco1-`*sv<5&Fl~P&Y zd?>psB+Bb$xPs!YY@@`Mi=|3bLBpB->kHn`sx`8*uvw0=N2VZ;qeAvXxy$wQsbDDs zXXzN%-Tx+fG})u$cm7@31=7frqr&DYXC^>7@b}*}hCJBV*hG0^%7OQrc;qo%Q&ACH zIdEN6TGOkS%a>RGO2cssHX|$+z~mYu<-|*q z8wUo2O5tDC3~9&bs1-XkzC>O2bQ_zST*z$1?_%yqGY2`9+)JJZr2o3MAAjrA0e)xi zNze31&o({N`}i~cMzaCep+m(jo(BJOD?aF`UM|v6(yuc*|6Z2-4i|NldHeP)Yu>qU zA9Q-ZCEcyy8yWjEGW|Q%@CqHD{%kD%w!q@n1}0zOh+Q`h4d&b^b8By}G0u0CprnhP zWeZ@r+4#pb{^vuhWTSFG5?z04Nju=9sDo?Zr*f^t+^t@j4=Q!Gw?`~ST$Xtui6z6)(G)e)ws0S}Wh@77Fv^X=m&`~Gn&XlQiP#J0U!(&om( zrLye(7iIU;W0`GH-mCq512sJE4%Hcp{^u_K_{*d4|4PyTQQ8W`&AWGJR;*k}-9w|| zjfN-%%PipeADbfO)IX{l3CAC2^19hHR+ENI2mz4Vd2t$w3PodGpLOK2~LS^SM zEGBw3L4lKMlhO(7|Bhhz*1rg3CYk{d1AOTWM|lljZNPo}Z#L^xcWF z6pgsXo#}4bGkWMB?}$nEgI~#b z^GGvP-pFbW&?#24S zf^BvYU#ktY$lqQC+e1$nFYCOI1fZkZ`?S-O6Vid(64(FjYiOcO;Y%I_ndpa$*=%k1 z_h-pZdn!D#TyuE6Np_pltW%N0%Yo-TXH^l0j33T3MM|LQVUeg@Tk(-tG(Cq^*Bh7j zM>F93$r{jEnD9^aUEO@8Wp{(fp+^ z18ey;|W#J;;GQ+ZM+;uHtKB7b{%UD%fs`ut~M&^ux;RQanO zRl{J#;+09q=cG*)w8-F)(L}ZM-y{ogAARoN)es*}9wjtl@yb2+|Dn`K0r>vUm{Ofk zp*bgY#yt3!H8hrj2ekk8$;dzK*#CD-p=mm@YGWnW=!At{S8*`Pm%fGz#NjljG0~Z< zc}K_Qm}{A*^Q@D%m6ZvE@+n(S|0n)bZ(J*lhRokyc6=^4JA`p8#m3hz%3_j2^#8rP zoYBg2AzjPmf-CX1=U^M=-9;Ny=8-|3Miv^OJ~H1!sQj(}*G$J+T)YTdQzuw+ zs~3GA@Hh7t^pjYUQ7fMRvS=TCvHo`Pr3RG$vjCCuhUB5%D4LGoxBO@rHz&2_-z%HO zyWq;$=|aogu};H>9D^xb&9LSWvS>I?oT(nq9FwO|0$I=vJhe0~6**GP&Xjt0yZ^n) z@09~R=DG*|8Ej~rU(jmlM$5AKw+>A>;jU^GT97+RYmgxrF+J*-d-SNStIxq*PR)U9 z3VU7P#mAIBH@yBR};hNk*5=KhEvENcym0xTHBI|FjN2OcaQ>Qix zDWkw3sT)15&aVddceyUaK|xi4ig8qo{j|UH>Ei~v;4V(Qx-z{}bui!NHnmIt&>FA* zFi1YePJZG5?Wj_h;s!OJ4roz`1n6hN}8nJ zgSPE4%E2B90qg;_CyeqTDfv4K1@=)VVG(!a+7#of!t5~-{(Z?O`~GK*L6dYP%h6$C zw8f@9-?Q9hVWL~0F+M^pzWeJqE9KIqbgq)69*f%y5+{@E>He%Qwyb^j?^Q@L7-5I^ z^X|R&0K10_(a+4#-L4O>&G@qDnC0kOCHeMk?p|f?-jyp=1pc_ODRTcG_92b%s{;Ei zz4i_c@}fiZwH+M_g@x{7m*(BBO?&qAQF`rhT5wM8V88yerd7o6`~Dd>XjEL$L`_!Q zDMe8`FXJsaZ+`jUxo;h_|cqKM?KXyG^8Cpdk7PcgQ4k9CWVJHAnX^Pm}rnyqM6qT zn=**eDgb{T$Mn<$IStx)pVT_CFzg`ydFt28o z2Q%)#YU7?IVGpL@S@Cb*z7^TM|4m`R?vZB3RJvYrJ?DW%(3)A{D!X{SxDe9xcvozO zxvbz7S{*S!VM3jh)Bb`%!7i<;HF`V7AGTSGdCcYjLcqLhSLB-D3zgl_nN-$nH5;gp zG<&gGW-g1(_q~Sc{Ay>y5Cs_&Z6SN@s-jWc;sXb`#IN^Ro^M*Xq>Qe2`hM14NB z<}l-{Ea|nA<)6gRTUGO;KX@ z7p7`pFiOJF#Wb9T3w9iet*%y@Jl%fu>us5VwubHUNp!cZ4~DW-!|Rf8L}YyFR1F_2 zU~oDM$OGCh=5f;#6B>4Q4=}h=v6Zbe&9*?ZQ_P|729RmxglMePAvO2$fX8^9uu0hx zTsN8l5w4^-E+@E0U|ct#Qkfy4?vAv6-^RM zDSTToWJ+R>a63wXL+b4~C#=ZG1l%oN-GVO{jM(<8)Jx8#0psy_wc~P(BSALP0%8MD zC*M|#G1H*E&#{01myLl3C}c2xGVN3}9(At}TE!Ae^W%gp7!qkiIB^hKCC;-%=R1sB zI0*JRaIcpKYK91jgKp-jT?@_N3lpG~t5b8pqcWm#23@Kh2Tc6VH`{JObn?Z`lwJ%% zh9{P04556gf?U;i0DKMt5kX_tw-xgU;%MNv<3K`ZUO&+pB|zC9ko&34hzi9-{_M*a zyTqbgAT!UCIXxJeN_72MO%CooPgi5l?dXS7l{!&}1`sO|jsiP}^xgYu0eIE_Is?qY zc_61)X%)SBbPH4z`)gtKpW|WZ5ce6gq;g3?Q}=SiD!YQ8}?`` z;X=dM(;Vm**jU=!9L;#ClZbdDDA+VO{(GG%p;pa~7%ZJ0K2@4Jq&khd#}Z5k;`WON zr*BD5uD>H=!d)eVKg=f~^ToxzUTf)GEhWG&~0Gy3n?xKvcxeS3$X( z5UrtKe(Hol>(0u9p@fDHz{z8`I@N6$NR#=UIq*M3{5QTPL_=_QF)(LF-6+$Dnl`}? z!ia^eVPN)oCbK=@zZ1st9PMy)<}3FmC{zO&+W_srlxD-l% zUGqtgS6yA5Si!_fI_L0Ae{72-s15)#RFOQeQXs%Vo3g}UQ;lFkz_FFm?wDJHRoO(K zZ*Z;EPCrRPT-g3uan@OJGL^)&_G(0ul$oEOAMlR`;O+bR`*FOUe7{tU(@HZ|#*Z^h zQdl^6i&j-(L%vI{q@(kEwPo%wp$!9)7PfdD8q$N9vSIEBK*oOdy7jX?Fu;O>f$YsG zUEDU}PJBY?!-o$=x{-zL+q$58(Rl4KP>kg80|aaW+5#i^0UWvA{zdTuM%OZYzX4M@ zNU*Jt==F6tiSarZQ$z+Ha{Kq+!be*`syiNM9h37weC0*m0xm zh&tcvCyWoEF*ISf5nGqXwK#P$B-KW1Ry^qioj=zQ*MZ3A;u|^Dc_Bw#%VV|uoTGD{ zs(r?b*UP;sZoIExq3|Dak*E4Ih^oE6HW6?vB|j2re!(@&r8ICFU@^VwURrb|{#aO9pO-knc$J09h8tR17AC!RLkafjBvt!M)_d z?*E*PFu&>H%4Rr+YUwd0wHJqF5U(C5r3llANf5D~F|pHR+6)*|&$C-Mmwj5vc%W+UEL<#9;4*R@ z00qEpQ*oH<;C2vh#HQqqW(OB^IgE}@=5^RMVt<+%BahtnF{ zkZfXF491a3!mR8V%ohkLm4v*I6Kp^vYk~$B|LFjFVY@DVxy)h#g&$0X4r19?TOS-D zAX8|)uuyO)G=gA992$uR0yrigp1vO7pB2Zu?DCj^VKXAreSRZvY?KrjOp~7s?gSk2 zF2mbs&XXX>2vGtFbTj3hH!%rd6j zu@eosV|Kx>kWdr=zW8q7KzNFvuO*{D;k&8uateKgeQv#a$QXN*9=mcx6Nvm8yCLjZL*5oBa#CMEf-r6yjHaWPuL zu#R5pQVGjGAnlO%P;<_8OH!n_D~I9CLdBe% zz+$F9rGsaU(8+knG|n|QjL^r_Uhgdflkg3l7cus>5AEo=>jYLC@fQcCgDO3-fA}R| z*-XrfLr>;kJ7j}@4v1Igi=_&Dvl@cA!onf@o~sA|AQ(O3>F@F~I+KFyh|lW>PA9x3 z*~st=Kw?Bo!FSO2w)oc@cQa<*H6p7_fvJ`X02AD<%T99M_p)TQ`H21$b)rdKdEf4+K_zGGLZNNPu+|5$v8ZuKh=aA4AfrT~A`SIj zp#sMET^6L=m8YDBXV#1CKet=A5RdW3}s95yQ5kL>b&Wp}|`VJl%A4fbSN0Md8 z$G4@$sw)lPB%N!~C<8nXNA@~l0PTUMB>NaDG76pa49>Swkqi%$WSC{2fI!2WZl3(k zz1eNtsG1?Rv zODdaGMyj~NZcPR#QJCqSc` zoD#!%NW{ny6|8&QAY}GMU>=tTlZGjN=%1VK-ht%79#IN#gR;p>6^u(4ZcSHniSeG+ zmHsgJQ_0Q-P``6&4KbeNG>aMJjvI(`~R&nxsNF$v}%#PChw*oYP#NB0QGT!e7CRpwA$;dgQ%VT%6rP! z7epdcB>ZZeG#;q&3Ywe(d4zG+Hzr12;soae6;NAzy$eb_fZEVq>po%OR*O*P`})WQZbTd_ z+q)&_Ao_D)SX?$VmmBd|1)^`{Sf9j>@616rrP8njpS+!8E@`emYww@cAQB>b;k&nD z?`d;yGnyY#bLJmbGMI-b3+Ka8z%chS1?QXRl#m6I6wA8-{^$J3uh9*N-SvTP_)Y_=Z^9o!Eh@ynI6Xz49nWI|3y)vb47TT6n*V+obM~v*SQjiHgOhKE4mb_nEKz zynG!y#g!A9GO;mfi1cIctW9c!M@SNMY;w&cD^$XsCZ>xK&-A9{bQmjhcuWRN61Pj zSXBUv-@%z+DCiF-;!P6sJ-1|8hQRTm`mk}{n9#@+UlH z)xL7?J=Dr-2+vJ`I0wRt3hRD|Jk4!BB5v;P7SLU(97m7fD$O;P4#N?J&Cxd za^Pj(Ih}8t4t5REUZaNX75~j)-$L1)G7x!`@~4~z5#U`uzES=3TPZ$&Z2dUcaP%ID zV3;xc8QodxkqkVBb>FeBNJd(kFpB^jTeEImT)nz{WR)tfLUB?y^pQvjfxuJ46HKTr zI8V{j9Ljl>%#AdQm^7id{+M%$);ah;Jrkec{)XXe*oj0ih0K~da_3kJoAn~di4Dz^ z$H@|dD&oJnx(CGcH=AYTNaK0Ej^OZ%?R0D{D5`5lOQh-|!|QDzdvOAH1>7$AaNBux z3DzDI*3*^}dauV^oAglK>H5#6rAgjq>CKSeKD`tlbI4c3*wnO0@a5I^#G)#@nvwAW zQl}BoN11YFF0R^wEhjB>L-JiF?qV~ei>ctd59?8$il!46@~sXu^i0JU!56C4OZsHF ztCGa}2*bH;lRU@lmZvYAt`qyC$`3phDf)4Ox?Q^m!Cd?+_|4wI{ z`jM;-bSGUnV)5m^P>{Y-2F|e`%Mft>AD$Mf>RAB%kE|8lw?xkg z{8W-bN?#z096Sk=+|#+(JDYFCcz)~O-aCe~^@je@$f`G=ID)s!#`5Xsk)1Fv1=dX> zFv%1uN|*sB_V|XURaI7K9Z}=Z^9$SZflYTvM++TrlldX=A}Y^C=SZrc{o$MCS7d{r zVbY>bO0(Cy__*W;NNC>>brJ3F1 zLYi?G7fO`1=q1kQsDDcxoH=AyIGmj|D-QXv%B6vZ*#pmRJ5PPo-qz5Y<@a7UrCvR- zS2?K|i=Maafh{^8m0i6IORXTqvky&k^kgKg;#5aB#U;Le`6{hSJI;Vb!~P$~LN@e$ zzRUX=l>{Mf;?`K8KSV?V{buW%g=E#5>t8QF?3Z%o2kb%VkqrYlM%V(5J`6748z&BI zS3oa_s8%K=aZsc;g)sVE2biK1ylbR=gwT|%B^G>e_Z|xB@D>oBk)N3kfy5oCk>hp- z&G0Y|VdC9qbc8bIpdEpQMEJdxzXcHeQ1lmEeeVB1to?U9*MHwWj%#SpRtRaB*~yI3 zKwip7Rx%PIqm0PbPFW#Jb|ew9M@FecvR6hVdnFke;d?xEp4aU>-{jXW$O4`XVWS_Ge)VIo_2(cRENY@a>z)^fu@<7lYIe-}HJUzR^01Yywy)1+;BEggkB=vD z>QduQ%nhoDBMLA+NS=u7)nuU~f2nfMaIF7{Nf=bc$5A6eKH3Pt@uFqda>w7N+y55p zuU)&lySecPu3x|I+#6y_415@AeaW*lvI$S@8hz6fUxl!|^>STsqXU1TYRHG^oG>Ga zM}y<)lhbsAoLap}tr-`MWK|c2)2j$@(>&sUGC>8)y!keFwl++>=}D;iWbwMT@5n`6 zy<^?xv-dxvh*_ak-i(jt{n|3aqDh&wodEaTh@nwQTNUIP<@{1TK3>ccte~=R>U0D=U9T*v&@>cDNKq zj{bJtP|4wb>i&0zXCkd*r3xL(n=P{rWT#et%YKbwSroQ0m}~IhMFYhl$O-^0SS)3k zn|R&7Pd371!S`E6AtZ$(Fx-?60idA^bY~D1SOKfOJ$w#%goIQ<&u&P2ERB-a_UhFp zqzH_%;vxHQlnlAw*eB>Q<3$j5=)xc=K7zka0Hhu;>;V>N@`fUL5dARfqJV@Oli2dR zFRcsiyUZq-X{F%bRIO=;%)b2VSF&pFHWDG+2~GjOddqD9YhPmANbpgcWrv7cOqfJ! z2^&LA9)^|!I8U%r2nN(mym0~M5mm`7UaI$zGj6TT13fV@F+_jOEVFUDuq=6FsEmo# z7n9q*7SenXs{tS*L_L^URZ#*hU=%T23?Rrk+mNXnNev)JK;O^^X0e2!RVjk42L2Sl zwzkLXXx6VMzM&#G$|D^`2B`9dIK#-!dD!x*!cCDVv!TC5EgpmWYk{0i26brVnd=uh z07S#?$DbXI_5h$UP276&RB^%*;^P%C{i;U(aI75uY$i2Q>#k?&ace4Mm`=k!Go+4T zIDElO^)->bp(BA|pg%Ef7i4u6)n|9gy;uTxl9m~p1gP?&X^>HNziJxz7>euTat zcH(`240B+}MG`ACQziVE@3bb{`6PK*csL|a2Oe}$*RxufkXzCAs@cJ^C8JFH^KJ^_ zK@%jO8vG7jW*)tznP%tCMUi1gMacf+sGw?*hRwfnMRr;pcRPREx5QOhkYs7iv+ICj zsLn6^E_(Fgd=1RX0R(nh|Jm_iB6Kc2-N#9}it0>j-}Hb=pdpKI$^FiH)6aDe$G9@| zeJjt(EKGM1%n=`T;ys;8eV&R-*jGz2DRtKAr1>*$$rvX`iTS?VZLTn5x0FflWR;UG z;c01VIL0Lsc)GIa1M1lPr1zk}BXbzC?L5;hl2@Rm-fqGy#PYlnPm5Sz>+uH#E3CW# zs3Y8x(wJzKouP9I0wjhlqUH>lFsmS1S?@Os&mQR~VEb-U&YW_>rzh!4_HD>SM5<^M zI=?xKINHLxq(0L^OAjvuE`QhH)}=b+f<=k@r?RmMS3tgH6Ojzf&GBNmgteMYu+}+_ z)O->cYM#su3_TU0n?ka4djUh&J?yr{Gpr z)*saiMKit3=u>lZa<~C#BESSBs5n+acwSjqiK$^2;lFmAP11BjI0%S^dgxB*j#kFG zc)0 z*aQ_78AOpG1E5hc#Er7n*0YFl4hBGSE`2+9kF1b?EH z)ks>_z0c?wu=-OSI0LS=RG&+#>H85l*4lKfZ3&+B{`Y+<5KQJRk0_|f&P=TVlf1<^ zl#iFU4rk~&@a~wAufRG0UUgp{tinlWDWoqT`f$vv350?dp=M(8jQ9r+Y>wuEMf&rDdm=0_}ePkM>tMZ9qFBMF>%WbEpjMMRBpQvGR*9vl59} z`?j?tcWikl+4T7N?#P*I?05T;u=h8Kz`?{Ai3q%~au&Refq)YN{umd*S#yF)@PLKx{7tOwe+3jK#R%i z2|l|dE**Uw9u5~GDq;(Pqb=&bh`|Ko_T$he6A-UK()0J!lqP_>q%$na9zF+M=26ST zf<`?kD2R+PV0di&{e{n7yf4gX*(ro3arD@+M5|GNM~LBAuD*|?)&mDxq8%KZr}A5V zJlwcpgIHnTSlTP8gD1XXL}kGrhz-l|hQk4rlvc?8eI1@Rk2gsK&gX!&(a>TKGmg#N zj0c@XxDwZ=>Lel80OS^>Z*9(wyo5TqBs2VAzegUiK*qEIS$toz+zx!q4KY3udy$tx zR=|iWY3lKXYJm|iaTMHILkq(rJrh-?ui?wUI2WI!)QU`b5%>un0Q`Iv5A?BNcuAgw@O5R`4)eR%|P&zVoJ4ULQocZCLt-9Qo~ur;}6^|3|YLK$XK2@T`2M$7T!hl#(Xn=4MKLz4JBV)(af!f=2P4~eAAja1)v=yZf zQcwfwiG91D&p{++n;O^wlP8?7Z51x!>B(&Z3(A z0!}q77USUUMI2@`_3acI7_zT9NWzefxKiMZ*8n8*u{b(6O=OH}4X1M}$p&bOX!_lV zOUP%0BY?E7#+KNO89KWLwcFdreG?Yt#LWx15$T*jy3?@Q(otw#X(`q;J&a~)f61h& z#UlrxMf;~T&N3e#>h1s1QnT>cfBH1gHeFp^<5X?30Gw%i?6BK!pk|UbNo^=uyyYf{ zUn}M!Lz8*46Q;iUUdfOLlQ}SA0bq&=a}yvO@b*VbG}QO^OuI$re>hLvw0)TG4EMmR z`Uk3>S9AO*TuP)NRBHinlhl+4R&;=R(5VSsai^zN7tPi^KV%dU=PMI!Z+oTv0FDI- zIP7~d+5GY2N68d!qtWj8dFRHOUx$y)?LWR$0`1-xcITmtovU5ejBKw{^#g|);G4wx z6TfAaIB_RgVrj_c)7c%F z^^B3=qo5#@Hoe~{eVGHPGTo4>NilQZ$0upb#K5~2d!Au*PT0M`w)WF|LIU5)*x!6} z+tlwS7=P&Or1foNbS5H>QAd3)AmzX=#1r_5l0slYR4TXz1*aDXf8C`p=Wa^W-b|&nF%l zj;t|t$69$tli|p5(^c8SXHJnCNm-q_Fe}4!h17hDFxHv{TtTa^Idqm|03GOyDJLD2 z{lrWrfQjXCwrLLqDTOtiTSG~NPdBH!^hzzLZ_2DAwPufS&xM59$kq|@7L3H7ksh6* z@pcZD^YJaD-0=|u8vP)>@Hu&>{x81%>M2J%#6>}QmndQ5?Udl-G#pZl^iRBgHHLTr z>GHl9?DgG$`AW9I-MpNf`p3FSK5m^CkwU}8D`F;XuUL*Kc=Ve6K?zpIxJWERODZ@5 zmL|sNB?3e&zX&Po@@B&;mr_f7{ox?cAjNq)5&_-f)LdX6Iw)`Ep<$cr0Ip61U^p`% zb2j(Rdzu~hW}x2Lo;ps71bml<*%L0oAHdK#z~Zrbn5iYQ;p%6jD$YD)B%{s(H_Jlz zd1s@=!$$9|2lw}09Gs@p;X2-z1Ro<3zwm9l;&!_*XPJ&|prH|N2_c0Axl*r%dygDD zFX0<3qvzI37t(j+SPSu&<k zbV1t*Ug23%AK^&>UN>*cy(kuH4>z@?&E(!q$|1tfD(8Xne=XG=^+b;QP27zi0*D9A zqdJGX9SclS73{&j49n5PXvv1SIguzucxtE+2$!uJdw~q22l#4MnHhS!1ur%^e+>9pl@%M#f-RNlL86bgKdl86IPU2 zd?21?OD19t!;e{=x;GQgVLa;=7`&aj02Gd9?OK2KyDcH?UtPy5bn>pe0P}Ye6%4F9 z6)&VW_b(!RU4ccd-Ja_2aG_vs+9chcKC*Vr8ddN($>IzcN?L%uMQm$O1>qW&HH`dCB9CAlYWO*?JYCx8OG@)J21-hNfc@ z&-oJuzD-TpjeHVhBCWo7k9{uohFi2u3;pqrjlMWZC6Vj{gpvcAfx4R7Q(~-(Ch#=+ z;|;9R+!R6+-M4Ub$fTPn4i)`a)K#6jQc %WPy@Vz$rhN*Zc9?V+ksx= z^Td&Z0lo@(32k4$`YstX9Pk)cCB^zq@f~BR;A(tq*9rgfl13 zd59bn`GZp-S9w3ae^2N$0KhwJ@;Hf9@j-d)W3X!v+=qhL|{ti;K_0a6=Qu3hWx?8}4N# zq56O)`T{%t4SGAw#TdQ%L6#wRX)R9 zhuu(ciw-PQ>B{oVKYaYm`rllD-*Hmu&7Vyjm?!Zt2SAPRXD1{dB>9r_J!p%;ZPR+a zDj%JXeVvjx`hY}0IXHvDH?(2Sn5;bLnAlU(x@_4p!f!PB8IOi z-*{G7B2&rNHwhIt%RQOqlof!3OrRZL9+^Sqf{udNj$MHxpdCte_=|MqRct2rMc3A$H~Y*bEv-xJ|G*nh!5K%dUB+nP$GGn( zY26C^l(JOow+WgncxZO)^K)CAvdlpvR??vi7MKWpzm$(MH$C1LHtXxe#Jg~-@vC@5 zS&h>WnqaL*dJZA63D36y_BagK(ALJLW^rM3Q8SdzT*2uL>a)M6+-%*)nqN~@&U5x} zoBx#{LU1DqWu9>@J?N}4q?;~c0h@=_;uM^2}2rqvBVRD@V4Cj44D$9i-cWF_;C1(A|mRbnBv}8 zWH>kg*~E^Dv&za#zK#IM4u4pY^X=iohr~h#%;f!t-c>mqQ$-<;0TyCwh*TFBY0YzB)1-&ck2z%sbfCvEU29nBM zv9ia{^^GEa{j!BK+zCRRxVCJCnYhF#3p%we9_S=BupNht;jxRRK5v?4nx7??9xjec z&xBPv9)I)pojVB_CuFvptqUvjf9%&_-T?QvppcNgfVHqdDE#&bGxds^$ZZS^7RbiP zCu+D0RZPdIho1=FsjCORrwn|r4|fj#oCsp@IT~QBmOka-8@&2So{Z7w6;j8IB$Ntz zJ)KxZV#5ini)TYDHc@hup(o<9nm@lPq8f~q&UW`zJSq|!p*wSFXpUn&)rNZp>h{NU z>`dZJch6Jbx&2Sm1BO-fwJRo@;2INt=I~!BboCXIB@v)e6LL#Shtd4s!rP0r>^w_S z(QBL#38x^D^6uJo7_i;*qf}8oY4^EepPF1urk-%9RR14yfsFN-u>0f{m6n#$rm=n= z-y$p`xcesk|0u~N1W}N4yPr}_-vNB&pQ^6vqX#9WQd_E0I`&V9kBlCz*wyjnq!`*O zQQgB_pN#|9ZCd{ES9G$5hbr~?=-_Ya^-=yJQ%9ZE_nrQ$)c%jZ zbuH_?wBYVz_=NHQ$>`+?bczlMzSb|Ft>D*jt(HwD1z;r89Tr{UXh7xTTpf^(Cl-&Oq{jS69NQmM8K? z%w25LYOju>F-=wu=acGbCKVK#c*TnF&%--EU zp_pMdw#BM7m>ryZt5$!u+yl1kTCMJs0O04zOgj?G@94L5k6t8iy>Z$0|M3fm^7#^J ze|T}$I143g;(YtNcX|u%3kSjiV}Kt~fZRic|4nNCN!E$09rky_!p~Oyvg^Y;2tfS) zr(*l?kbSp8^1{p*7X)sB>@(Aj7860KgLSC8|G08cfb$%h(;7B01jlPp5_`Iqe+Bd#Rp>L^9GBtQXyW{j`3>?j|v0v_txeYLg%H zbF9E2Q=Y92GHQ#nSA4+^QB!l^vC_&bo}0L|&Azj(MYslNIRVmO1nQRA0Z-U71Zp7a zBw~gZFo9kHh*66EoDU|W=!YSrN^=g1ly(xP{rj}9{r?uq5@Kmu!q|@61_fuG2YR4jH2e~xbuTgfjlh(zd!qYzPWuMf9&PtlM@a} z0&MfxaB~^dWnp7aXz8B;`yvA(dM`OrIS}(}z(gcRntp8>@ESfSEsd&^3tlUYXBIG3 z1N0dH-&2`|f5tPaj5Shf4on>eHZ$CK%gi#ZmYQ92iiw#mL-M|i$?NYi2Ss|E3<+_u z2lWpI-ugc$JEaAq2P>~PJ_sp{iaOlkK9|H!=vLK$jm}##!_1G>ZQ>NkP)M2hT3%#z zU43o}cK(qOKh9Gf=mfm*ry$}3KyI%GT`RBzDgh}1BszJ5E~Na!NCHmpuQ1=~nv2I` z6v#MDOm_x1T+pDDtu<%jdp)xnlO)I}awAk3I#O*RL-t zsrtC+A;WN>ukpdX_Dg6717b08QcO-x4v58EAQLlh^l@aF=U`?eb|(@x3L){r2i&3Z z7vakgz6*t{>ln;b-MJKkGS)+?1L|b-9;$CF!~%q4=^w9ylme(Uw1aFxH7g;AWAs`< zWt<)oe@m>y_`rDIY}T@~nQ3B)NtAX2JCmo`78=_JV70+PAuhW(WhtNu#^>Z{2W(|z zj3;#@;MK`9zcI6j0nvg&09i}E(v%axzOcwgl0sZLK@Xhf{f{70{|UZ+*q(%O1Ey8T z3H47gJVYOG8Z{7ELx}qM^j>^ipEpp{9rx}21o+xaKZ4b%f0@*!Faxw&d^ZYTZrxv|M{t8L^c?miY!&m>%jOR5$yfrXR!#hR_b;P*gw zrbHNTq~vYP^&=Py$~XXDjo8&?Uugt|rYh=t)bFIfoT0_1H`|TzxVnxG5B#`T4?4qu zBvA3K6Xs`2{jquGr{?A}h*ZIWfppvce%b0fU`za4@`RGh9<#X9dnHDJX<(kkMH$32 z18*RHYuHtyPQ>Oh0nn~7k@UVjVYV6H(t9*_`vxlO=s~v{IYpHYehLVIH!tOPdTe$1 z&=U~5giE>|K6fp-a8R+!o=YWo;8E! z87)}wlZ&4hg=6b?LD*{Os(!v;7r2uRh$(7DLXyYvFq3`}pBm=W#c3^onFTRUWFPPm zZ?6W16~A@qFkTb8fN~gLDje+630PQT4i&0+JzDa7U*-&EN0~0aFA=E+=E9Fq&NAf- zp6@f`BXsa3K*rYI{#ns`NeE*krKHM@g}2Yc^47Qk9yr=E5Qwr5z`lh@t7C?nE~IZa zn0np_H`9l!j&H0_>)|D+^KP4%RqI)zFw_bkx2G+fS4Q_05Zixb1=QLTC81-VDh}!x zv3%=oR9@Ww?kV2D_wdLv3*&x zZq?r-m|-$S?dUVcp;2*+GLxRAtX5fjTHAV(zO#q1dUY}8d;`z3WeuMp>x zjOn1-RDz}oX8&4H&J!R7{VVK|%@MlaSJu45xFZh3MBOEgf}TUONkA-y%H#mdVuc*2 z8i(bgE2}PXaXmNps^R6~!4r3{(;^#Kz(ORG---$)+%f3itH~}}$hyFNJBfc$G{A_b zlJN57!v=E=>`>vNJDi@F5%Oe$mR|+G+rFV+o1$TnA`=dAz;9DZ0PJsie*6%i(EO+` z<4(7(*}}$LkeCRcXu+lv9`m8Lw!ZZTHgNMwJxeJHN!ccod}VrG$=Ay=%MzYzY2k&- z=a-WOVgNfxhQT5)W1kUFk_lm$086k(PA{RJNy={Lp^y+Pf+@Zo>nLF}qnwlXWqE;B z+TyLZBMS^+ixGuApSgfLlYse@B6{I`qb5C#rV{ucA=h-RmB;*1o$<--gWoO+hj>%{ z7!ddP0;C_0;*{aiwV+C>CVN7V$|!2UWx~S3h{y@sf6RNJ7Kp(p=#-(EEm~Zi)bqCy zCKBkYb?t*t(-28C8bw?P94y=k3*f2vO&>t46tU|)Ne&Ij8H7B9E_?#a7sZ78F(`ZF zWM%tN-ozDG^C6WzLo%kQVI%>=i6lS{;I2N^k=(d(BQm_2Ayp;M-y)h{ShB^Xtmty> zybR0aUi3K9|L&GD-p+yk=e+pNFXQUyA-t-<)v}XXj**83t9Msxk3O*fb`91gFaP{8 zDzO;Nnb%BG(k8y+OhtAM4w^viZN6SGpfeN>nds|_w5o{=sziIl{zAj}*+v?gS_pr- zdwVs99Om@45O6b#IOCRlxN2!REa^v_qH#zmweXC8V*q>mH%{FkGI)A=nis)(6*=?a z^XJdeW-D++H#Y>&cv+tN`^2qIL>_W8|C0>xOMP7>v$%LR6K%H=XCTyl@ho9lWJw57 z)@<6eivok^CbB>WTdpY@Ug@wSeZegfikI>Ns*DErzRpeLftu%2;NTsc zqP^Ga!ye3IM#`i_hSO#RXZ;Kw?x9o!2es#lhJPWWcudP$AVKi4f)Wj>=?Ssr(HG6a z<{pnw220!8}2lotPO=9Rp9seJi? zv=4^!5KNkrFwz*pf8CdbT|!OM3pjAeQ+YU1gt0{?Bd?rykgcQvv3RM!npQ@g`eG?Y zmVm=8y$Qk<%I&BRuVnP`hNsj~@gH6R)v-Kw_@Syf<>)A}Z8??wV@#u#3@O!DRTppF zw(UiJzAj)T^2e#F6|qBwST4ZGoj91kAe#(!;VbyF-Qi8}h;^s5BxmRiApSgLcXG^0 zH0UTCWNtq`KX)8X?4so^=1avj51SkOmWjlVsPwSRumR)(;%fkpA_d&pfLJnyAd~W` zJWPH+OuJ)wYM-<+Ix2(!>^t!F?G;>mIL3{eFi-IgNL)jW5Ojn7I`zLW2dmKRZ1JGK zC$XBQ+4$*}UBJNf4)MsZSS>q{;t{%+0;##zrTMQFNehcV{?;`*!gVU4VoJcbp6oaE z{aaI*T884Xl64DADP+}BY{JK_pc+JuGosiLD)jUA?iO5gI0oAy!wLQ+_xD%+`~O}O zBXq{t-tv>9Z7n?2mSPrIUPyF$AjuL~8?9F&E(mytDU+f^_kmiz#(AgFmsf^}MAS*x zz4l-KIUL#pLzuL*(=e*Ut$7{Q{@Tu>OxA-F_hUVa#Dm7akVj=A00iJas+*~-H-N|e z6iZj}A2UvXyxy=fJsjh?UGivi^WANmz6m0m3^FVEjwBKQUD9s$zkVSM$g)0|??1J6 zx&pMVqsOG03TqmRJLdkj?%(+SXyY@Bbge zHLHh+%!OAEjLhv<${*FQaGcqOyn}y+O#nLOdZGt3A;a8IaJS6Hzhcg#H{(C5=A}lXhGH(sU`7@`L-evY@Sb-B z{+yW<@+iIp8VrZZH1q_3BNBfXmY0`9!&7hE1HwC@Eh~Sgeq-F#Y{1aCc5dv?_R8P)t0MNEQr;rhs)h8oDPOUQD8i|CyB>%$m}tl+nLutt)-3RFJmc}o z1)B`ROtPhZ2y4<4PPrpGE-@lQLwPC0WETK5nLk1XIV2v05)>P2QzoDSWcFGFRb?xt zJs6*iibpPTnR02)%}l!7`Sr13P1uY7{L1*2R8dx`S=C{c_ERCvb53+f9N5 zB+%EK1*Z>T7!z%0uu1DdJBV>Tdh~|A>zG`ZDKZxt4?NFx)N_!9;h5+iYE z@OG2ZImE{HPFq&y!e_?$pYJvjT787;FAAmh{x)8+;z!x`;Cn&EQ-7X5ydV`3g0%hL z|FJGaRvEw|#%i!j5x4Cc(_mvW3qdJ61td=m!kDD|Ydpn{D54D_>O=J)y+Qy50c5HK z!(f$wE7-J65Q2bM^zsRyyB_Ibz)BwqG}Xj~1O*Kz9xGM{n_&Z4KrF0At_QX)54pT^ zb6o53Tc_y$`!i8dJqdsP`ZWei0$qv7NcO>BK^GmHhtfE~iWUMZ- zgSK;iem*fMy9n(clh^nT{vu3GD7DD2d((5BeaEpcghC`z_T*qsNS^fds_)Jz#pBqo z@t29|kaLyYZ>aHop|ke*F7;Z*Lq~^ffJsQ4N~Hgv^(2yWQYS1RAN1 zkqe4gcylBHywT#7!OANp6E`-sp9U-uVwLik>BJ{rGpvMKu5YDz7}+2&u}F}SCwVbB@7D3Fis9$G$W z=w9Sk&E0uO)N5G{Q|_ph)VthbF8wR-Hv2Bc|7)7>S#?E2E7VsBtPu(}Ulp_y zRCGW)$%Mj<9M;f2ggC`cK?)2?OtiSUNajl!r-p<$p4l)Y9+#Kbe_&NcPS78@WjVW$ zhF~qb0xu`f&u`N)&kj4%Vi0tV9908bsP%8Q^m z>Vj$FuyOZK%fM#l7X zeg95&P0r&v0UIg6MoLbKqOx)$3=7#QKo0r2l36)FijLlJeVRulpgqGG2;T8D_a6>&(fEbXi zTA=O`DnAZ9-edo2Tr3GkB?|7NH*Y zB?U_R#M1S0#$G}{LDs&aM|l9-j{|5HR8eezF&@o6klCca|GPaNW*$l%vfFYgtph_O z&j#F9)YCX@7M~vOEh*f=zY}qnpi)F~4OZq$g4`mI|IN~!h0pk7i&XcQiik<3nr-A%P-W1yNGy29O^- zNS2`OVPkX3kZOUEpl}kjx6szrBY=U?kOYT)#B(C#AeW60iNF#D`V)_TVyySp$sb)F z05Dl_NYFH^qTq5o&+^2$E#0_m3*pJlqM#w5EXKM0P%4~4NGHoa5exD2+=#Uy90S-f zz2VuQ1h|7}v49TNK-q?%Y>FHDskJrKcxRN#N*1%K_hL0_n~P*m<8sq(-ghEwBU*bx z&m%b&-;^*Ks*Fks7>0AQalmnf`E7LrtsM;me|X52=Bz4mAdl?xXLWoC&?YS`p#VUY zQ9$%)2%7|@!p$UO5~w7}qD}Lj)$16e@K7Kf7)1U&08In*Dj*e2v{55O2T7;SyJK_}6Tcu8Ui*}_UT zR^lZQX(EfsW2ECw?d!doGA@DkWhc6q`l6O|~&7T7{3RIh@*;ysyQ|OZuWfA@k|u)>g4H(31Qvnpi(#Al)F;dOUnC1%You47bp&9U{qNr4|$i-xej3K$ZX})^BD1p z+I*MQL+_!!r6r7*1S0AX5%pGx)jXgD%7X=CPgfTk?0#^F;T{9~%#&DNqs~|vig5yJ z3_Omb0TY<%EfK6h@e_DGESz@x=_zAVQ{v}ERIS8~i5ON8Cr1Q3Z;MZev1X+Yc9U>` z#idcmSN&wl3-N#aVUg`%3?iXn1U!T*gNI58aJYk{2M6did!(9cx#Ak-JEa!00>XDBTMk4-9@3mA1waGwyu=rsEQ~{`lH{LMxUU>SYi4n; zcQ%1tdqT74RePue>b*?ncFYE3AeeQX5_mJ?0I$O&?bM@0`iiP;$<+}veDYXC(Jt!Q zRfv+sWW=qBgv@|gOgKRqRCS7fgkwTF;GG_SQW1M55f%y7PRcZ#cVJHtv60yUGE|kL ztoD&3*I#P#Zu1QWW7XU_J^sHx+?Q22yThu4kxta{V7BX_?D(% zw6NdimKd*$i~+{NfygJ9@&-5omSMK=am|(!1g3xdpxEguS~o&&!{O4nawP+WFj=Pt zWfx=M**BLBs}4_sR&4=?HS+#3!O+Ht6$M9gKOG?hpn5t8)n@?Ve8T%7F*f#=qHLgk zIXzlm$Y~&oRs9$56!~?>Ay>#8Y4MswH@CjOeGS+1`>ekme~wndfZ;dU?hOSHj^s0FGfskX9SKGnWCxrGg+O76B8xB@3BQ%1;kTCHEc@21 ztVFm~hsUNrJ4%(qWKq%2pYfutdPoxl(S<7k)Arrhg5N;WkDKNU=PsY)d#d2O2N5h= zP@TL4IxbA9fB^-nPfi5G%}!hV>y<#fT?;oKc!hqi9{hL!^LH)8H1-!Dun_TfxC%eU zW|)8g>5ctW{SsX>k!a)Hl0prLPTl@0=@?ko8d+Apr*==o&E$qQD4;&YK!#M;L`ayf zG=;e*Ss#s1OP&sWOEd-L1Vm#hNF9Ulej#P)U-m6Hy4-?-epRM;C-w-LwA8pdod3Q$ z`IkO_`V_#9ltRn`$&GDHF-Sp-tyU36(4@^c|9?GK-^rjAIn^lZc|n`S63#}rZN{U! zOGGWR##;H|$3^ zBJDlefkfok;&ko(z63 z#vSRntD+cZ!OrQ?I%z9eTonR^5I#5r1CYsvW47vZC?PGacFm0)i!xJ{($a&!+U6pg ze}{Z#-`~u+mZG3=bUFL(O%HYnc-}ujJvs3+Z%2~#%M-0JTCLeheIHs1TePe)b&@jf zoG{Ik z>^}D&&vUome0%Nfxi_8GQ8i}oR89#%5 z4dIz}+2$%JD|3<`+bend=ylD+50+y1hZ6RKTj3Xv$$hSWag%S;(6ij!5d8VNFJBa} z1Q@jh6fCdcy@6!5cK!Mf=Tpz6YQNt=bDoa6Gx9-8oRHds*=IlP*)mlPWA})j=nSpZ zv$uzt-tb#XvHh3ZrNM`m#IFE7yLiNb4zznkr5lNch1*KIPrpc%m&e_ zczAz4G@>{zt8_I~bx@5~-NeYKfRCZ1q!i!KH|jGyG!zpTcL%u~D|i((HR%!ldf;rw z9i)ip0Mm2Z_fLQNe4BLM$G8qZcy@Lc&#D)2X&)4(7>W5U&ZaDWM?1u7y~R)H{uZ^& zCm30QkoOL-W)-*!3S_F7^`fva0>z6Rc*S@V5>CI^fmXjSDG^2q1LIjwKfg!R?1tLu zc74joXCZLu0ex*nq4Ep$+Sb-`gm9bJUni!fBE&VGCnkD91DJ|(VQ^>&FJZTUz=pf; z$TP?thzorzWVjskMBA?0y!3t%huofkWUQvGU5as|()sgyn0)R?jphdeF((e95PPhl zrDfyfl)v;u$Sj!e%A>ADBVBlJmFl>rrLSGx~}f# z$1d22v%n7yLKBLza>>Az+Un}V7ccHb@AhTH0r^bMtGMaA%Lh)H7^Nz;)~$D>)QYwy zuT-Pmc83ibvX`(R#EwQ>Y>&513KeS8oc%w3^a7;-+r=8pegB9E---)esUKOpWEQ$) zP@R4laj+}r&-RoF&e!^-e}wV&pL3UfRhJCfmfziJ%NM@`%ixzTJHm!16x9IE?J0MnLi(9_ccZg>rkz6ML)&=$YPTY-z26lCTn9}8UvP0S9T z98arf>qbL`8Z(iM%uM*Wueqk5(g(DOoEKx%JAZn`iwx12wh=3bba_dgq+qmEaEC6h za-Z72Fy`m+ASC2ojah6;iXVWPg`an2&}gsncvs6nIdOuGgX8u`Ru^xS5g{VGz3)2; zOGrFM1BQ6)(Oxw)IH;XzzKt{*R#sMy(yXvNmazUtMFp}~3^Fo+#Ib@=w~cq-*}RS0 zdSses+Vv0`iV{%26kJ`U(L4bV&(Pt=B{zj1xioxbhTC%KvRjo9PrsOUp6EFU1@vME z%v|k2#r4{t)NfFqt<7g9!X(*#Hs^d{UQEnQU_{p79YD!(&&vx^LYlxbS%izs%uIj> z*vNV3UFVyDEB9sS-*eIwGfePhDjBlxnmo~|xC?=Tz3+%x`qn!E3rARS#dmXZ-Z^_I z_cr<|5vKJ7Hi37O3^YjeAkcwJ6#z7CATtmrqCMr$RW6TX#o5gEQ^_$@rN+)jHpwsN z=jXR<&kq4Hz#9IOo0*vItG!^yUMsx0ag0F5P-So4u|o+l5r!QPmL~`qTZu>Vh=1L~WPEzkdDN2JgfiU4gwqYmUiZy(+HwEC8>p-dt2ag#kAg6g=Yb z6`!2k3o!@VzI|g)14D1u90AG$O9W#RlT=ij*rD!lDW`K4%7D+1z+Dxy{Bjs!4E}Vk zqb?mWNl8AHmCC-X2S1@B=jP*+eWo^sJ~#ksvAX_Sn|&0Y{o3i*wo|3@iKy4LYg8>Q zE%0hK0<#40!1ABv1`7djYJaH6f!l+|ITE2N9iLuTfC00Cg8s4RH-4J*kBm$TE?{2l z16I$BU$4V~@XukAfgX#$J^EnS9JBa72adxb!CbB{^84^)P0%}iej-Zyyw0hn>8gW6 zZF{@2g#|BAhd9->S}P-~j^jxo7C08@!z^O$#*H7%M801+0KblC1Z1=Wp5UOOsuyDN z5gtCaDU^H7Vyx*4E1GvZUKr45(Y&}#!?yXw8Jc50NK6R{_aVm%$M1(0QiyR~ygCmM zjG0FsGYp3orj5`W{&{{LCU#{$I4qZ*?(*KFf5u?>y06C01C7jgbS>{bTp3WDy`wOH3G^5fBz!} z20HVes1n+7|Ay1j`28{VzoxGRTrKuUB zuR_p$jFy1weOi@uQ>Bst+O} zlno7c19E%R=Gb0SbHvJu|5A1+>;|K2%(^*gv}7Nxx_P~{Q~?6ON;JwqE8`o?z2({P zhX9X&f+UA*gj!A_T=~j@aK8Sfs-(ytRmm1qCDzX#=)?=D`9FCkRFB~F3zgABXo4`A znlJovA>BVL>@$H?HoE^@flBe7r{^vqq3TgT>M|GVBbx-IR_kU?1bx`+zaf{7?G~hv ztFGYl3_>Kthd?8MhcffL{cRuZlyd7YW5!ZFGVFuQ!&6!46?hK3Egoi2yhr+9)8;BYf8 zUb@r^VrC}4Hrm~dmpO)UlwCKnb`Gi567WE(MVu34rI!VqWR+U!=Jcb!oM1>uNAMj}ih z7y|>2cgj{>CNMPMzQzQbJ!v3jD7xmMP%eGvihIX z!vaBG9I7zVNGJ+foQU+4L~D$~>W|JT z?yabr_~>atc+`z3PJZ15?-pjVv$D>oYTxPU`_tb&%j-NJVwerLu<||o z+vP6gTa>y-nx|ed_T!HA*MIP4VBDBjSa{3Lx7L+aTWP2dgjW{XIeoalZRP6KT~`iN zt$j(|srXbg(dIz7?D69Uws$QrUlzoW3(Sc-q{^xYJ?`k3W2Q0v2~QU#56Bef0X4Yu zPYJ5Qt`X_bg)fAls}i=9J|(JYv=fkP{>IPy6@m5qinutX7&vzbsuoN{BK(YZy!B! z?%b{e;l2nxh{~_D`A&ui%f-2`WjoY2Hsd-mIhktPqljmQD`fdKF9<1s)wzE+r%HtD z+dyx8cjf1S0Hdwp-U3x^DG2_@v7w+%yVIiSg?>uWxyri8P*4wWgn&#S<)X*9=k2|9 zkzY5fan&&`Ee0Uorcec+43qFjWkG%S-R`k#KQrq(zFibzT(fT7dt>2nBU%lfZA?C^ zf)wTO7x48_CE*DFZLeyc?Gih+N#J_D*zL}1^@6u~@6{i@?a$<;SfR!^_*e+VMRj%c z_@5U#NmG#z&!F&zzHZ)U0uJSuBJket1NA|MF2O(D$K-?ex3Rn`arZT;u#mmnQK%0;M@3& znT5rQLyQHxj(Psf)ReGD@4%G)6xRK{Y3Iovam>OlPGh!ON~NW z8nl)_7;aqv(E0~T=U%Ak1MYIIx!D~w$&sH{XpGx>WoYdUp+THyJd!bxL{97J@h?jk zvb<nnl%qXC1_GxM{x7)FkM|YvtW*7SR2at&6&6iPVeuJib0-Kr9FY}P7i=1}%|+Z?g-It8 zxThaOp+95&`P2uGAD156cu*EaChiOuKqIEGTPb>Wha&xO0abN%y_+oo(riy}mi{)> z+S-buBRVBT6{2 zzSyiR`oOaH;F78U!I5@6!dMc&XfOY=4O#lmdSDmzO-*%3vqz(M?b<~ZTH(;V%uZEx z6Gl_gze?Hi0n*|S;@EtEVuNFC$j{80)>f~ozIT1&s4@gB?j|-3^`Pbfw`R-Mt+MbE zWAf>JIyx{kL^tnV9-ov1nZV=VV0zS0AV>0H)j2i|>8T0cObtSN875(~-0Q>lMUNxX z337hO*-uruRTCSygFex=$Y<&(0jxl|xX?7&+5ln9PmJKwFa)w|uWM+KJ9q9|l*;@j z`G`Y!ez<2ym%os^A^`?pRt^1(R7>x58(mB~_Hdz=FHG~X>ia^$!onW@ZL8Hfnkd zGi}=R?ebIRmog3JnTWk43=pbad3j8Hyyt@ln-JEK!ZWy#N@c4ImZ6q6phqqLPR;_^ zR6b!e_zB>m8lX!Ey9W=F5(LGpbHPGda&+AQjE=fNn1@64q1`AxJw0;=j(Yx^3$O;$ zAWxqlcZD*SqUL;YG|8mZ#h;xuD#LazFRELc%K^*0NSXv7w1$Qz|2voUJOG3T3v=vV zbSn+DtDBmRQz&ZzkjEq^`(mgHOFA>15*K70a?EL1Cg6ciM|@%ABULGfBPZ{IF??mlg~*q@<+3 zWo?_Qp~8Ju{0j6t&}VfohJ5TYL|yRb+iIDgMVDaegzS17B#mHTqT_dE{#@?^K`u?a zc`e)Voyer{$lda&{C0!+j{3}PG}QVjkC4(0Q?=1~0BriC#2}yVr^UUMBuhX7b{G&~ z-cXL90tFB1sPk`b&lDCeH8*avBKTCm8OO$o#p!RFi!h<{g(OM}^`{YrtSGX#u(DRd zXRbTWtGAH8Vsc^v(VzMasy;waSb%u>@@3Lgz-;IV=BwyDaqO}GP|=rvdh$z4i=u|c zHl$);8c#w)fyLdrb7u<^lcJj1mIL7%k~F2_85_c}Bes#usg=fu!i?yD;ejSPdv>Nm#c)SRN2;%#& z5tI-I_~^?`tQ6CAlKvIg$5HV-2n|JJ2-IssOBPMQZ~e7sr#8Z0RWi~F!=F7X4c}J- zwY&a(%l-RPcE9Q`>gecH-lL36Q5`*Yl%n9t#o;8)8F*24(WRmJweRv>fdkY>rsK>m zUAlm2MLyhEL_|fA_?#-MKpX#rZc9Z`@so*Y9b^`;+&GhAwi(?qH~0tasAVy8Yi{Oq zy{L2cES{JlD0?DeVrXP;miO%0yZ2tmepB13gTFUz-fUC$p?Ye{0c5uMx-x-`6ODc2 zr%-~UE_+M<7t`N2ASle!IoztDAU2Va3ydlG0jOqVW#RW8Q&HK7aW)(~P`BowY7Y@M z`DD`kLC`!AR|a*Ba^xW;06i!q7}fV*+vU1LZX-ODb&}$MSfbp+WXlP@h-a{0X;Bm( zi3LAG5R5E@4q|vgRt1q}4uq8MTfV1W`XOiNH;(>vE(nu$+JdGU*a51jIH9#MB_FZ+ z605$B96PoGyo#u&Pj7%cPq%ZY3aFpg#>~UGhDoM5OOndGSva!E$+ z8Y6%=`qdKvh;ZFem((I&>*}(A;)GuO^M!HA(-#Hr=p>a~NZ-uB05aAp0=`8>T|05RXO_a>)1~ldA_-_1&Ua#17ajxr5%<<8Ra-mPmV=70k{$yX zMrC~S$6ZzKt%w1rq^2Pttpasb`7g2$df2gFEC_=&`Aq{?d>@;3A9H?CXl423@y(B? zKiW4{>?t0Z@+iWA_mK<*0Vp;x(dA8kesr||ojdZ1<)0icSLnnkmwhXdOfSm1Gpp73 zi0YVlh(2d6?Tw#4YFb(!LAW760Zsx{8_I8>6RKy=p1>oA{_p^l1Za71`c~^X4sLvG zS{YV`Gj%4-cr89P!1{eC0`{I;`-nkg))jsqVc-k{59yfkoArgv6d)F6O0Qr?g(ihW z-o1M-zUi*)8}A%*BrqnbBXp|X@?B2%-s59TqZCs{c|rvq&?>yC*On`{f4Fk>Dm>vz zWfsOZ7Ad*H3J9-03aBK(lRy<+7%EzzMcfAW2G{~ahA9vjBs#?90TouaLpzbTGqSVO zVYNlJ3`w(Y#6l6$E7^9x6f&0c`|;ya-s{&FFJJD%64`mlkGl+9Ml$~lo63;Q0Yy~U zGIx|z_ZUt&0=YqJZV2nfUsUoh4hb~LxJa{tD=A^uyAA~iqDk3zf1w0dSJdg4*o%gT zhfBkBhBQ66EbbFAJ2%6nwZqs6PVJ}{v9*wnTpHx{-g{gTqztZA-Lvk@x&xaaRsm_j z2f;i5w5xlV@FVt;QTqF+r@1Myl0e$r+z#R|#${%1%WfUXcG|IH2f;-RV8OD`0bIZd zn*wt{m^M+2r}|T+{vKTy0Ocz9DS7((a_-x=IY{vX0*M45EQmnfn2DShVFI}O&QfgS z;H*v({qs7Cq9P6H{@V*e5ed*O0f~5e?1<&lUCzP4Tuu(1M%R2t(c;lfv`d}cub*Am zt9$8(o`%K;khdz(KlJQOmIM;S#LSHM0=VfX=HW3-L;FHbk|t>uzakYHyF&Y%J*sG9g*YL;i{|F%=X`akPI9tszUtnt;4y7YJ(~Y|Hf&&=C+I%b zx4xvOMZjrqPe(+nX=^(Qk|TOMTy2+Mztz+;BAvzykLe7?ZoaBgFMLmb)2+)qs+v4O zB!6SyBgy+nE+1tU_K{wRVL55Uu+LM@!9fh?ekC>aW_o&5nB#D8Lanh84D8*2)3RH! zgw3e?$eKsnWC5lJ;wRx)VTID4L9L=<^UT`D#uAudz-6ctD9|qzO%{bj1IyS*%yBTQ zT-Z~D8Wg}x4@xf+^dAeqrN`dW@#$oEB0efc9i%~njTfS3U{FQQyk@d)8Jh2Dj1f*E z^nk4GBY*6|1x`#~$@C5jM;MmS{7o3t^y#ML=ZAqY5`nT$2urTWPQ5T?F4WBnzYBjB z)1rohVQVRdSlo4oZ|~-J1~!5ahBS;4ekNrGWHDRxcXY@tm7`ee_igb{vd~`)<9scl4wSdLB<6d69puU$p^!eLa|x#ZP4-F2LA>Fwkps=*Q{N8BwF3;8 z+F=YZ@{t?Q1q=p3EfT`c9?&-)VG;mm9uw8*?t%{OcHWsRp|Fu(3`S?Jg(;o=l4c*e zI9D093*Yc<>^(YMbB2876DMeATx1MK3sua_&7Z!0es_2qFJQ3!Kc*|K3bexpod_aGDZKHEmGv6B(5PoEQ=`+Mjt23i?NJK!A=T0Tg2?Rg_HOF; z?ak}gNLAjWj#x&jcZZ^+a}cRdlu7)a=Df{#LOcX&y@U3!V|Vus#nWc=cu`^0C|^Mxj9z&8 zT~bM1qi=WkbBdU8_61sU+y7QCu#bP4G51e@Rd($?6=Z?HeYLfq#bRUW4Uv0--tpC)vD+#qy6FW62RAnu17%4v4iy`Geb8e;ZQ}y(>|=U| zmg{fd{zszT+jdh79o0hRMtmxn+|U}j#>BL=NbZ*Z`TO^MU(Y#hI&*`G#-j023;?L8 z>a~Y&>~Z?^QiX%Q^6GW^6TUWX?-w-4K|wKhXxIL24TmSI1x(uhV>G%Q(SDwVbK?Gr zt)mbkR8hmmjOh_;SIaiXad!8^64Qru5Tout)<{$c3MH-6?MV=mwd{wuIi`rj+eItaH&)RLR6 zd(A&LXPIUQO{#NW$Q1OvLKFb`yN9xei%ttx;Mw%0xl+=Snt&m! zzD?TUev=7Fbg6OqkHDES*;8v|W|nH#JL>tmlNxJ#3%ktGKm46MYTrcA3&G+njJF?* zZhsY>O6%Hl2n5whrcqv1?u_n>Egoc+hwl^AMtiv9Y=Cr3P#P?r@KlkHGminLh7ao9 zub+3O?OmW>mh6BKk!BvV7?MWsNGK~V1TTBqRJrGL*#KGR%arUWHd1TVf25V=FPS>E ztx#yd9boz2G3e2jxlgtwTccW8$bc@K2=crdK^TAjysnKf(G+wa&uVzyln!3Aqb^=N z$o;plwEPrWACp&p3)4(+j^Cub+d-yU#Ts0A-Z-#a1V2^Pnc%(7+DL5dG=itTntIIm zW2z-81PDv0^+7kR#w7Utf9_QoKOR2abo-$DXyP9jR=8SMmOy}zzJvO-gJBovav3(1^epCJ4-)51`G|#=>kL%BsSIv9k_01=9 zheocyG*pl513nvl^b@eX2F5bjYZgU!3-PB0@6ZRFOJ2`&&<-zT0L9QxNFpGoo>ryruBvJSCJmtl zp7!AJ;}3X5(ZBhU%MKqqmdRcTp92Sa%d2+Z)?J%urKo+{v{ofJ@$4t&6rPHO9~5`f zXU^=zFimIE=$f!#ixGXqa{|xsN0P@1;NRRmPu0n{e(NOQRgoKmWtsuhDALV%2`JfU zIf1~N6kWydvzDK~u5@Egamc|Luvci3xTb6`$YAZThiP~sXu9fjNx1{H zJpiMxfFqeI5=wwe37>+yNxh_YY(3)(RtndO^la$p(SIksJ?IPY+PO!M;^O5e zObj0O9Nh8U{UhNkSDLh%hm=*1(slSMf7PII{w$kCqi5F+@3c0epMf?669Coc&z}Wk zOoArmA7XdL);nvR-ICuH&0#9oFUL+nL!*{#G3kZrtwG>!0L6bje|`nwoKP|`%yJ8i zQ+(!S%iicMofelL$lrRt?)&=hzP^`5LfWG{3M1L>d^qf!R*Jd~AoK)oMjX@OPqXB;ojaog zf_Gags#y>QI7=PXw~0snD^qWp$JAy8qjy?P%a2|{dcc5@-F^s=wQJgfoF#}zKpxxB zvN$_Cvq~>LwdGCfQuECM$hdjaeBQhdp*lBM^e5mou|*pnF`YKWgOE^iaUmsubY^mW zz_t_-0?<%x(0sFP>ztT*$TjB1%mdzWL^@0bD9BO7sCnfbub-BXUpj6sI!bf1k=ReY?@Da0{;TX}A-q^G1(E6zWT?iYW4n{9~pP+6udJ9YkNgTx=9&09z~r|!A6|_oo-js@)$qz^}CZWAs=ypJlgAl^soI z?VY|89pvrXR9OQA;<99O4|SCOkG5Re9Cz{J2VmSfiG*<6P$Dn6 z56Vd+T-_#R29&(l&~vDH@7*&XO&K^l*X~euaG$%Lh8IvPgiy)9*K7D&)#|(1{#<&V z%n?&%O=t9+TDvJGvj+H=rrOZVOqtgwcJ!c+MNqo3YKiO%UF%p&A>$I%Pg&VAW{K#o zr1{tnR%&NUNxjIbOT8&^h>*;3Pf{CXJ7;SBI1$PyENdA1Ya8ldFNWw%<2n_+SBCteniv2=+y|_iD2yo3~=pD#v0|pEb zIiChjR(3xk%mM@1zMcy=ggHiT(i#Nd-LNro+BsCi-(t_3bxE7EcJ{h+X>;y{AX& zn*H~ln!LR)=pPbA-O!$)*)DH20z4DTs$5^jJIIp(uV263ZS1?caLWrVd-s4e3*Z#2 z3bf$v>T3`D`Wej2nNIB5TD9cDb6bjF&R$*TG{+xRRLE|6r=(=^z>=(0 zVXz1^s6|?CJXF1Rj9Qtti(ACd1iRqX8Kj}~87sSHWFI1L53U}iGvk``)OES@+|O_?Rj&j(1qPOhMlJlDBoNBwchNEj<|Km z(IZKPH*advH%VT8@B|T|>p)w4Wo@34IP5UbN`d78ZLgU|uVB>{B!pya%g*574$FtY z!=pbCx01gv3Hz*9d7v_%<28z@FG1?n*VlLJE1hzFKF2G^ZY6&k@ph_Zlk$lzKlK(* zSd^27k^{wSkoUNUWfc`A%<{mkS2=H8Qr*`TFdmQ_hPQ2E4Y4{5WNG z^&>>AoAZE(RK`w_sfX9%iEnnorj3PXn$2UJDW zyH2&8Q~c&^0@;L*%dEweSj+KvkwZVuLfho$=SRUvmZRPTbOUBnoNa1eaSkGy>q$ok z6irc(^Y*Q&nVEm8LBouVeA?st_H`5-69oDJ`K@(pH3opK3tXEr0;mSL5UpNr zfr4h$z`Ar>nZ2W8OF6`;#}zO2iO^Nt|3ZI#+I_zng9VRsuPAO4igack;M}Ws%#Pt0 zseX<;dizK3nzsaZfGA#f`c2Vt+#BWQu{J{9ntqK-V;tE#adMl)LeIAg=;2wE znpL&e^XB;P-<_Se^4wJ${@As2Z1q;J?mOb+{8jn~s#c8uw7|8^zDq|upXV;eJ z{?DU!0L~cRk#&JS3`|`{Ykbqb&=^98hsgEh<~3UwbM3Y!o(3m&Y^+_2I5r(n$}wR{ zQ1=sCvwHAX=9{6bso(6TJ&isagh*OUihwjjPVGEew#OMrq%~F_z}_ z`uzODqEyex5XT>oiNTc7EVF3jTg6@b_;B+W;3pv${TZmamZ7woRVh9e3*^ zGJMbUu^rd{Rbr(KrEU4&WglLzU$gW@>7#=#Jr>DK-tjM?>-(F|IsNTLkfCe_Nytbbd&xV2(76Eh{1t(c^?VPsPe)YBx z!{fnp=_5N9yiz@A>aH8Aw_k2FY@0anf-i#r_{JGJ!(`qG=H?iX%)(vcTZ22<+bi5% z(r0d@`2*N5I-VKPdFsr=A_>@G^+j*;)VTa>j2!diQLh8S{6>pl9+R<5?f&jTp8!=G zU9x*x1_{OvuOA^AdyhQ?Zs+6RTEK!S7DX86Cm!pw@_L?)o%M7o5OKnWmU zV3}M>A%>q(dSc&B1O0$tsNZVB!Atxn-m=xxtB>3O^3IS86g%ImK#iGE&d*C zI3gvDi4!>=2yI)-QT-o6^TBtfnx7h-*ATt)hgoh@>8<&(mf_FWwM1{`Li4mKA`;$h zZ-2$-y?2M4Yh{ZL|2(X*UDBVpG`Z^%9Iy!?Ue9;0i$DCRFyk%y8`=<-y#B_<*s+KY z1S~G9G@wxtkN5(i9zXg+s0BXwP#I70O!e~Y7k6f8Y&=X!=~F<+A;J`zT%dM>4GOez zD=n(`^zx{Tq&ACz0-tWQ_LU?9$`=jZJwM;nvZfy&DkHuMt2aGsd+qtURd;uFC}1DvZtZdUvXc>V z3Kczv?5y&5v=0HPEZ`Fyb2w@7MYW?1J&dJeeO~N=x~7p8*c!DdtoxJ7#PF~%S@yitf1P`f0T9qS zaA--JJF}=hp5l1x3b*bGMIu;1gakrMD&{|egN-2=gc_Ob&?@uCDbr|)LeF3AC#FLy zQG@~Wf{%8(Q9gnpb(DYp@DdLa70qOGx|bR>ZhXGr=8;w_>Vd6)y>P3KI7=yT$l9yw zZQ_{4@sQh2XHK69P;UsUd{bxCmJ)*D$#FugS(aV*u(5abD4pq=$E+tv?ke|fmusju z?J&Kw@w1mN?;{H6hyR-{Ck8NkVeE@pV|iBdudI7M5^D@}v7=HOpU2f_s(Ri9zC&&` z1R_?&B8rKPL(|SJBPX_@kfI-kl#o|L^ME?Cx$S0&#36ly&a|6KB+U^oTijizrC{?~yJvmj^U{WAzdFrq~1 z+_NWeGMEMV>@3Z+=eT}@975v)(XGQwyAC_T1s#d^7GH}~PZ$+^7Q-9RcXvu_dZ86$ z9)h+7vYodIb9fF()a(#Vb#_bBGjuG_Li`C;#4l2jGt8NOKyFvrbm@Ip{3}D}DCt@s zmYpa4q{aUyz)016Lf1oEkaR5;X)-c04UFd)i_7r(gq^)JQzJsnL7pz*mkVl{k9ETWy~0{_+DTh($Z6aP#FDQ z4X*n>ai$7~@8ZHMyU;|8M|+G?bL^zSx6n56euP|sht2OSU8C33Ur*AI{ovul_h>)X zfL3q;8apY9Xv7-3eC(iY9y3n_CnR_rH=GXo6&}3=@@*AMOTcUS<9w9Y)apIO ztrN92{DdXrpDO7{Li$Zw=!uv`Dj-XFY3+Aqv(uk4d_E(k9;(<7AXARmeeF8?)+Ozz zHy`Y4Q4O#uZYz8Hf8&#v+S8`eJc>yzDyatK28aMt?4(~mdv-^tSmHdtj}od){Bst6 zO|G+Mez?Wr)`S5)V4DG(@w)_aV=96fNCQK|`#ahqDqIb}xBGRZs(aJ*;Gm$HP>s|! z!zWBQ#te@z>kBC z9;J-r88=&X5cM2Ct+mJCmM+D6pOriRYQmI!3Ok>Z)YnszL+X%*ms5W9EA0P@lf{6J zNWqL=79%ox2iTyft1EZI>WkNpmMr&u`}Q?%sX>H`&QiRKH#0(>?6bTO$ypa;v4m-G z2b<7#9`;iY$eGtl>&x#_)A4Yph9D6F=5x%*z3)q)cRS=1c&)#L+@4|;xJq;i>~3&b zczIddyLayru^sX97PNlwz>k~OQzH|C&}7hT0p#2+`zC@c30Vv=5^?BSMb?Fm@tlGhbaJE4Erhl9flJ8w5j*qWwexefBmJ;SLU@K&f_m2@7DREB0vT| zuLI}pEH;GIFP~aF+O6+Ddq2bKLdFYDm?&|>?m}Pt`1xfPJ7N&8oU*--sCGFR*gKu2 z<|bHiWK|n=vQJG)FKYcUQM^Qk1R zB2#E;NtvQVgaieElzO!cj z*guV`eiRQZecg?){E7yA{hyF3RZm`oNIAvI?72&pJVxG=z!{(^OE`NsZ`}>vt0c#n z7J=4E8pWEb^*@T7jT=|tA|qm@jLhborHyIvJ&zfKBt(O(GJsWey3)Oqcgg#ZyVR14 z61R?_@DNp$5Ntet{J5s?q^9VsKTey%(2;Hk0lyMwVqolYYOU`3I_T)F`m>~B`@g} z^e7Vz?M75ouIca3n?_sQemg-^vl=bJcvha`?WPv;qz%RBv~$wu=IjSYM$f>R4!kvj zBtd1Lrt!Fn)5%r6ckiBPKrTEtKGbhz4;s=|qs=*XN3UE_C%+hKPE_fY;U7fLvo z@GAkX4~J|GiCatvqF4vE2@DPO%Ij5g#Bk5?<9%^Rxz7maNj)!J-kxBGLH`ll|D1f< z`;%o9*Db4rOp%B41l@>q=Mmb^i6iOD!Fvx5D@O)|*N*F(GTv}a9-DDvSOR}y!+UY5rHFt)Q4}d8q^p#-kD2j+H9PN{@Uz572 z7#1bDs_&dK<#F{@vs=S${bbAcE?)a(iH+CJ)}3v`a=JJgm}*xf zeM#GD7*c9}yl1ky`dw1CkZ1C>1TYSVR^;ps?+en~fWfNwdM_XZoI%x~kLRddp}eenxLIe)VQ9^lrj0LcD*cUrNU zP#25;qW1cL!2--u|A{RJAFLcE=RaOY=P?qTL&&jsX%Bsx^<9#nz3JLt-B{nxx1Xxg zm@!}Wg;@M6ygRP{R4>MD&**fy!&O3_9QDC<>I+fZhia78G$73@Mya+W!Kp*YlY16s zlOtu%m7?JUjbli?&)~NPRtGa}jSQRtAPeo4$$Pv`Tn}xR1RE!=Sg~TsZD$|2N;O^G zr~H_hKmQ!Y5$xDl0WQIFq>$OYd-th7Tuir}t=yVOr3ggJ2@VerKc(k&h7Kloxi6aW+S*7j$w~T$$ zcBfGT%Zt_)%^LK)-;Wz3OLQ9|lRA8V=^9fWShO_!NLt#iY-@**CnugnWp8O|sT};y zcxIH4{*Srx{rW1Kn^OAYVq3*dV1<;#~59lk{Wv2JGgT!Wc2 zeX>ddFZJ@x1OvEdr!g}6Z-;%xk;BH14+N7#ztA8CcoB;P=mz0Yg7EbGpMSnblG2Qf zTv@ieX=7{J>0{St&YY>7EZ4cc(#FqWIb{m5@Hh9evJ%`I#(AcOlG!|>8sL@!Po8`L zTP{#L4(q#I2nHXqScK9+=IdO5B>ma5!_{8Mi3>dH3I+X6 zDiekq!YihP|UCZd*2NIEX5oudzSV_JGinNO@0>nY%B2d1F%(-_|tOK5f6Aj*iKQ zK4~AFitCz=eLXudZJFAL@J|FY!1E<3?kB6NHgT32Xy^1JWJ8J;1|E3x=FJF6^bqyA z)t863^_|=eE<=BP*o5M(4+|lj-H|#B#eW99#U?~_v%aSIop`vOv1WvTr)wMilBCkp z)4TWR!CIy1L!|2;SF$NYj2PCGW@lB_30e?NH9*6fqJ`OX-f0hDd!Fj#-pZ>&hfJI; zow9P|sE5ajo{ZnJMp9N$d;6NCGMJ7c;iH$_XNS?JGbbK@+Iv;!w87J;&V>4rNsL?N zO_!D=q^Wu}%pz>*uH6)C9s{%826D&U{#s(D?KxCoEURkv)GN&nHM8n|Vctm2B=`C~ zrRFN^DC%20C!O~4CNri%+G)Ahf153DsdRgW$^1Rw)Z8=>9>jPVwpX&ZTz$cmB5lBv z)$QI1IHgZl70IO>yM;-vSIpaQ$F#NofC0D5)2)hM2`2Iq5zp66 zK*c^~$PRo+s5e3LdP{j9dmWf*E6xLo(94WagAnQ5h<@8;J}?D@F3Nax$f{@)@SM|F0QzOwKjN$N6<514)y z@g&;a2K+%%=gx~@f#1k|(%rZQOgD{H`Wb-9um6ejmmGb^sWMEO$a5-03{Q;Qom9;8TQAc~AcN1&_qlWd0|jJ{X}Elb{bo&kcy6(&^C3&>@}EBs~l2 zj%`1ByYx)5gVQII!qoa;`N4X3|ENsC`{9VUd~jdAZr`J(2fcJI3phVb+J1c0=afEN zRn9zbNep^$+?B^T$rL6LopH$%zy-^%chWwNQ&T&;#Nubt7s^6D-XLA~6Bw69cw1Xw z*V1|KG+y(HYp?7VstG;D@Zr<#-w!s?7$Bk#{$ipj5NoUUd3y);ecRYw(*YF-A zY&*EpUJvc`GP)O`0S)K8aB2^F18xzJ5980f&=>XY-qFV(ynD}{D*GPjcM1WE*ijdDHwfuNPDd=hJ@uRLzrt97| zu1p{zLkM1ZG#i|0y-m{q(OiO}fjWeIO_Zs+fkuchNBE3M`muI(_L=2UMY8u z-*bGPO<9oR`hX*6o(4a68Fghv$)^RkoMXyEJ(91LKCOB9;>*LLpfRzw23ud~Raj+L zUMguQ++y=OdswTX|$JUr1+z=>@xE{-?#luhe_5zFcg8@dNR&?ukk|6pYp zuoxq7bP7m>nJn3aAd1*0M0a>a(IY?;BlQy1Euu|GU~0`*&B9y>T{tFrBzJ~rI|V*) zPWKK*CMhN=n1c8nX|+pA&0uJk56k}={P@nDHvCI~goxiPbmV46=WY7_c|JAlzPxe; z>CT6#80b$blWL?uQ2euYY1>I1yoIinl80lQ52Bg>nj1+9NCd$e$(-swv z(BW~g9$_Q*n5y#F(;xW`Z9cB7jWrw5=RJ5a8tDi7@0zzcVow7%E#l*wl!D8S8 z1toLzRz%C~>3$K8rN2+sjSZo|5+QDuYVsa%f}eV@1RZWFE5{kM}$)X%-cil&31Oex?`+Oionnj^aMWGV|n3pwd4h}#zF|k zgd_^eKmQyFh@f;bgd4T)hLx0q;eYnzx4t;l@#kGp+0~QgMkQqRYMJ>QxRV6>N=jA8nUX43>Rb~Olgq5(p%x%Sl37>T4D!vq<@B*DEdbc; zHP@>53YE|1wckBeNCm*jgvvIgs96by=W5n*kF>$r&z?zx_8)Iv>RMX;R<*YA!uU#= zwgq7yK0H3#WYv>boMEeeC{*jgojXIuuU=WC@xmti-81PoH&gGu^>9#$djfcWWu|=V znx<*~n(j^ux6VzG%xaiqceCZ|0nMX({;36M*kT(Ns=NP)^{xJN2SWL(e8zPblp^(A z;K5XsL=Zyx6@qQ%!-BE6Qc4Tm_kL2FeY|L|fj#>As%vT8XE{4)IVcJt9z_dnIJiZR z9z8?>&%_T3>s@)}r>^ETXJoYJAB$N(TGz`sG@NmL-zCX9ZuIfWXJPq_jy*Q>YP29q zBBwC1vb*qn9b5|?Ixdx13m&+;>@0-`BGyCvgW~UQzsII2M>VtSfk_xd?4|*heg?yN z(8xQT$oF)q$2!G@D#`idbdiNK!y^C(*lRIN%B;5W-Sqt zb{Zi6OfKQSIc$(r9%2JYYmp=b)?&GuEL}5_1?Fx^^vhgbPoVm1heQ=U%kQz}-`!9` zkjBG^0z!B;Z{D6l`z-r-<+Ub}<|^L7)~>}J+K5KE?-(lu<+#YQp+6Nro&S+Xq@Q%j z3)th6LK(t06k(pBw+))3dXg)9pi9RaLrwMr(WASRlv8W-HdJzHq%1y?IDpRDWEox- z!aB-z90F|P-_ZFVnCeBbiV~eL^7|O2$3ME%cv9X_fOBWq45Cki$i)^)|IY2BG~RaW zEu*N^HEd1JwISbCre0UFlCjS(5YF7QzMlCc&M=;f#8)Zr;SV02{b{X4F@o%54^tH@ z$8F+ci3*g9EdVXhHR6@H<&~9dm|phB{^qhl;aAt**Xit2$MNb4y-C^r!{eT2|Z16Z&p$ zuX{}R16--8lT>we<2r5aOC#eJSRSu=;-FKdy6#fah$2bk$+ET@6&Xh+$4U=Rb{r4o z%u3J&LaoKYq(1NJpB32WC?Ey+9o}SUuf*gIlO&x4axD;8t_X*cz)ZK+u~R38^SS|) zh_Gm|4OtEK1@E4(CF7&dTRNj-xxX*E=@XjXt}0yJHC_3#OdYoV54RQZ??XYlgS?(*c8v4jt(837dq zBISe-UU2jSuYcx17=(i`?d33?d%g}44DVvq^dqu*)az;DLI_nP?33`zab*?n@98OO zEnPeFbxT3FMJ%(;JYY01P`@tGRp%+UM~jkbL7eB+JBt}~>#18m#4}Z%+Lt)t=s3s6 zmy~B**BdOGW4lc4Sy53oU7hTJ0k*EL3lluG21QXqa1dL6I7p6*0YRF(Z>Y?_{lky3 zLwgmsU+C^Gu(Dc}#yCfaw z=71#NX9|-i5BAO6WgWL*oi>6NaCc5DZ2C`nV+a9(kH${}dYSX$I&-X!T93=hMvzmf z%dWz_3i+wM{a7(hh*2=-J0~JT-^b_Q3Gem~3e&Fhqc$V^^89fvw5krjM`k6_)Le{6 z-Z(6!p~aJ(M;RF83#Tvn)?#_4+s>w@hBEPrFEC9QQRbuc_L(!YBBswIG2*x{qABT4 zlsFg-1BrBT{#ijjBrE+SmdO~R9oWYB{)sBDZ+3R67)Qj1>_9J@TQ!EKtfe~c9=-JTQDhs8<14TI9vI<%Ms(hJdEw1( zidqVbs)YRy!%l6$H>p-ATgF-^0hB#bh>ePfknXw{oMi*Q)=>+jX2{z-f*2)R;D^pIegs2)D1l|I_0@3RdRc45TDEk^=5d~M+X|12N`bQ@e$yme~XEjmO0YsUC zQ1Rsfp~eN=q8URY`qoS0A(}Dj0MX2K>pObRx|zHFuhZ{5g-EQcYl?`Ph_MD-hMw@Z z3(tdVb(v@*5Hj>4GB-2eK=GwJt_lOy`rqU9hYiQ8Zmi^>FykZjLj z42ZpWNL-jXQX{vxxNN3F7E|J>jSD0P_>gqe^^N(dPlW;(EJsV_iov@Vnz^ZkH+#s^+N^b#bg&~9h_C8KXEy`wm0S}~;*LUEnyoxC^p<`objhF(XHl@oZe1@;%n!$noP!6RV_%o}9dJ*)q(dY@M?~(ydd^@csmT z%pWa}$WN_HuB>`Cy{C#&Ep*&L-zE)kCyuiib)#uG zm!yj&B4aa7FU#EUfLO@XJyTR{p52M`NV;=-kO@mof6$kV(i(MbZDabExa1$fy&YKN zz)csPax~&q(O!+wT(Czy`Vi8_ia-8kYYiiQW{ccIPn3YrW&}>5@jaadk%Io2~cfv$bWJu0lm6)ey?T+(dL`G4`$%A(gj)Ve% zMj+yyqL2s%lqiZjH&sJ9IB~a;&S-gg`2_|Ul%6y{n?F4k5&*L6AgP(T=>-c%8+du? z(M|~$$JSO)#5okcAhQUuewUf-o~tvI>KR;^wzRHkYH9wUtXE7FHCy*E=J`4xf*G$%|ViC8&}vs+D0dtO6g%o zI-}%UhWG|oBf5;McbPP6|JzQZrK!Ecd!-kvK?4W|7u8CB%8v=6%^V_)0XJq>YDO1` zQM}=QG`?awlqFv|f2J1?`3VE0-@o5k7%aiq3+XrhUmurOih9+nzNcg-rPX%hz*NTy zp>z|WflAGgdCrl2(I6V-O|rdmqIXZgYIsq~IJlJ7gEXfoCw8*Y0G3l@tkkbMj($X3 zqT4}~3Y@W%0G}WLsDJp3JK$n=c9MGsLiSNeQXVLWDomI#-~QcTtJ+&zzYH)4pXl5FP&e~$>8iFB0z1m2#lp#6#1DBK)yMIa*yC==u2a_9EH zwdMDA**oo^zyD@Vgm`nPOI#6~iTPAwzF=F50m~5+&bz020Iq1)hk8A=ELJ=25Utsj zg|sJ5D`tdV?fAR?=85kZ;};8=kPAKPk(yaCnet3XIf1iBSd2k3Pv=SdUTD8SJJZa> zL>m0wdki%YlqK(zj}`@dM}`0?0QU*aj+PDPf0FJHj4SjOBPy`N^lto1ehes??Ui@V z+LXTBQp79Oe=Jjz#iK16bvh-5#iB(=00`jHb{jWF zo8a%p#+)D-)-6^TM--9}D zN!FOcBdtF%f!rgWjWoa~$8Xo1@7r%v-NWBUFS)!UH=tp()vX;9E>wPMZTcD+mUQsq z#mA~E-elDhk1BouWg(Vn32&uJcv$lXv}7@LT-jX%%2FOv~ZZr^gt$|B)~rxD7*dI0M@)>5oyMPkxdXcJV1$yHPswFLTGqz6sEFxBDyAS-^7=A4 z?k!%Ya72MhQ_Yx1<@cjY-eAsj-tRZ8TFlhb4uQDXX}sNfWBz}(G7KD1*3fA!u-?`I zy%4!nH`F1(C>d1ArseYjorVuW{mhDuOR|0}Vmo#R<@c+E&C2KIbjA?J+WM`+wQG+) znj2`QVvx#JIN<9`;cC=v3qOo!NF4$y$m^Vq+g?P6TaIfKa^{R62(6&b1>Y6SV|HoC zbw@b}RML`8^S5*gpHVVBd39(5jC(zTG~$SZfHAnX&&p4K7{sn9x4;45zRjkxwT0C_ju3;(R} z4OSig*{!FY4lKzuRBb#u;rx)`CineET3^hh&+;>XC}s!1s3o@?cP<>g@24-M(qw%; zqVSy)Q_U=WvArS-V#`H)z78|r_f@V($DZY0fZ+jO;e%wP%^WR~7XBQ_Jm}C0wyrd_ z7*BLZ8N(VN7W~vSU_Um5+L<#388S9#R7_sXf2#vbvkSWnPligM#k2o5CIcdpapq4T zcf#@w0+zok<-Hk4|&3TqZL7#LI&s-ejB$ zr*22YCDcv=4qCl>r1zoTRex31p)AWr00T@P4aJYg*^CRjG6pOk7k~9g>yw)v8FT4Z z*3)M<@6<_6JQUue(8g+k+mmp!7Q4Yi3>w$&k}dCW%s5ikJ1Z-Tsm>^fF0?iU_AcgE zH?Cb<%wm|oUc6w{i6H`6UQDueT#^~?A&y!UL10O(gq;y`=pGsuB*{>n!E$UdS~ro$3Z?)-VGS0cx;%=&p&TeMG$F8Fo9 zHXS(}dH#v#(V7#&BHk~y)wl)Ra_{T|!^(1__tO3pk+R*zVg+Q8%3D;Km=`T8BZCY8 zQc9jxAqiJq?Wv%B#4f>aM6NgbM3n=f;7VoBl^z zwdSL%dakeTDxvn%mA8!umE&a6>~PE(F#@9CR)V}iGlbos(ZrrJ%U@os6GepsG|zLQ zHn5IE7eCU5mIfjPNeX*}#AWI99kn`Ye2NK>Hp*t!{Qw$MfJI8hAh9d)uzi1ypU^J( zKlKA3LZR;)57iP6Zy471AUlSfJdx2`5b;ghZyndI3O%gNo!YVr-31;}lyj)h2tN z329Ffj``I(-1yQoElw4TwC6{==@ah+t%)f5kyx7VR_^tCZrq!J-c zy{l^q)coc%wi+cpIxjJIfr8h(UxU7jJ$2Qo+&WhsVCBFwXLQ%z-Ei&I(GHs_e$dAo z@0=zbHF6iLVA~*26;o%TVyvuFo~P{Iy0}+IgJBb6B8*CjX zoaN9}K(diAxDH?y%D<}tdkAlb`1sAjjBDh`s8dNp(4z>kwPWe0dS;(KF5f-mSCmRr z=ZnCAbW}Jv1J@OD7A+Ynb{wTLR~}WnL7N|zGXk;&LQyW{i2+on?L1@IqVK|2eJ729 zD3gdjr8O#keS24|0$4PTv~_kq3cN{<**T>R`wV*YR!}mQ>#Ls~wr1*Qi(PiJuPYgT zZEZ)&q`dR>Y3-}H{1*GSg@L#D663~k&H^ox+*h!Ql;}bT{hDu1oUGbVQ_J_-OQ^t9wMG z=rLv51y+&x4V>89H}r`%Yz zV9o^}na9LWk_bqM02oWEMpzNA2$saF2F(8Z4;mB^7G`T43muOa8J-pVJN^gNj#0NC z8B+t`%3<#L=b~CBZ5sFbTk~V%S4FrCfTXGA)&a85Prlp`Y@)J;y|m;=JRDmP3J!1eW76y5|y#Z0Q? zM@Wh|g-JMr0bP*YK?&#Y*po?A2xrN!5MHeCXf zi4kom98UeXh*1gM1QZup5<~iJp;;wE2T2itIWj}XjM-?u#vXQuu9^T0b;<)o*aVc` zt8;rg0D2Wmm3ef#!28=i9GQ7b(%KZ**KXIhwJaJ6dq9gXX5}x5J9w zg|m2XAnTa?jM!9_S2%0fk^Q~@#3L}dvs-70i>D%ZRI$`=2AQt;Q_Y4+HdQVE2LLHsTqck^lyd*`TylN8+>&?6y}#g32C-T%)J zacGYvD9pf#_K1!U5>KK-5~F-~hX@%ekTT4!>9(@_nBH@pH3ne3#F&jYT2I|cqeH)~ zY=hQHY*}28QvG|gXKH~o^?_dC9|^;G&wKTbQen2SIddesR%$HY z&7Wvb4n-?Pl3>7rz#+sh2+;rdV_;}@P_6XHE6cvpbKbt)7!_SB)9q76x=O6&BfO~Y z2~SL3#jjexV&1$A+Ux)WgDz>&h<$~W2lg6C4MvwNT*t~wH^>qXL(l24w+roWZg`c( z&4G#_(hHT0P_I!&(C9o&f5RTBee^mio`q37NXIX)C*X%uUAN~2ufg2#mi2nrSW+@i zh=;b4i@=Fg+^88>XTy&lVMEo>0*@$!Jrk=DrS*8_Qwj?gU0tt#3567Bv<{a{X-Fd%@nBno9A6 zP`RftFOAQu(nNh*zi+Bj$Qa)m79FjW;jB z2qr_lC4MLYkXn(eWF8Rrlk#W0Ej=fECU2RH);&6J(%QR!164G*i?&LvW?^QVq5TJh zRic})u_fz0`WRrl%W*m|h2X@+&?d4sS{YahBLq=&jY;sFVlwCWaZRHO%yUERiPmB8 z;N%#~Sj$mlz)xtYKCnthjDVL2--az)u3(|X3kNhk9@8aWot!MBEdoGcu4WT3tw4E4 z^a-PmhNBmwMs(JWiISq?sXwtE!BCS8#nKBJsdvlE-{ z0|*&^Z{40-+MdQl46XhTcV|D5nE;HX-Vp`_zr&pnTR_2;n0*l4FiIlI7&-q=(E7L+ z{cy+Q6jhq7Gsfx&1;+3}QbKD%`3xPCWqU##4(2)L~kuBRBf=ffD7#H+v&6Wt(QmniJ&z-dCeS0xEkmTB{ ze&yA)c~&j8pT@E~BPmIT*_o?nO>}n5o;9lkqE_hS_#}sq9NCFj9OLD4fBxB(esFKx zo1@@S;9&J3sSN{L-*`1S2z*+YBD4RGS4cR=^`RZ=hPXbxqdr@YLvcbP?A-o0L`9|t zd}$|WHCC-`L8pEaLQC?asC99Qq@_}(bNdhb{<|1ijQWywQ!6B`Ey5%o*^o$31V7L} z!Es1=C%9G(0}w@TNSIkUPNgGgV>aQE)6HRO%Rwos%vyJ23-HO=Mg&W*miV5mh z0#095>&M)Z2Tz}};|A~Lh_A!{&&ouAvRnU_6=SaAJ_?{7>pF4evF+jPV*z!y;=8~# zbqCt)(cAw&V?1%&YGdSM+hrK)&6XbCa@t5o4)Z!O_96tf zs4BqJO1zr=C3o{vTer~5$bmpZxJGh&F)NY9ga%6n-B8u?qbYn${wWERy`WaN zoCZ1!S&YaN`H*m(VOjwS^P8_t^DY5Z6Z-tgc#x{H^75rbMjAUI=Uh7`Ct0A@bWd0D z45wub&Y@oz-{r!YQ7fx@e#9%~@-zo;d zTTximA?7kRsU<||jf=m2q}BJU;ZJ1b!+#?qjeodYnTJK32v0(V@rW{ zaVdfRkg>GGjGf+xV*fz@w*;lUa;y*!eB#5Nzi?qVB~0h`)HOc`8IRfCW;2HXqE4TF zLMHgu)WTu(+52Cdgo2BtmzXSKJ)Yp%mMj@Pv8nI=K)@~`erAc$IB>%#_$z5F47((0K z?f)*KTAzv~)d)s~_Ct)Pgi0DhEujAHE}Qc>4IF_BOGQ^wCDt_pqLF?>o$l%&rlI*K zz9HdK$9|*rYh~*pF+@V)F~YhtIRt)))CG_%wlGnz{i0J8dLH?e z`p79F^PMniA%Y3hRtlB<2}UikfaoZ`5zQ! zDNt0r619iWoCwPzymJB+XDwtq*Ul-+a`(&vEJY84RkwMJmdn>cM+{kc9qoK-0hhw1 zk%0t7Gfa&Y(mi(Rd%LMWoAqBR{iROv`4!2_zjF36N+j~zUE~IT+)~;gS=uyqevI*r zKd&FP%oy9{+J28L^+Pgmssf%|2{chIQ3wp26dgT&@*2aeyiI?fJTy33=8e&yKQxzJ zZdfk;Tf5ccm$mCHtFUv5?4CAVuB%4gi1@Ry%NPFT$3dTrWs!LEb|nT=*PB4_E9sqLWN3qIt2D=wVd&a&8ks zWqLzl84K%(6!h<{P4hzz?I}>+pIsDNU?{OK)O>$lH(qZRwyEw0*+G_@zB%X3{^OYS zW=V(Aj`|F6!#g`hZTjMIi zUTr{c=gm5&W7Oi*3HnCJ?&n-M0#yR zko&_y^9(=PALMZdL$Zm%IN=OPj1gfRS1QKM;~FwUanX;H(~9KdYiybPVIGVY=qK7t7rUHmroaq|R5*gvpO}Q{>Qp14(j6tB& zglu7#9QXhQBi)`-jedgJ;hwEZiN^+($G_OvgiZB;^2{|`zB$X>nY}(DUw7Pi3*9Y4 z?KctbK@#8+XuLwTPomnSDicW*Q3ER5p_B~X>6>PZZ=vxOkzJq-eT6Iehgl=5T{1gc1cewxawKEchki0EfFKT zR=H@Zsoeo*{}vQw8*91!xyl=O@#wrRQz*6(Hj3>877nhso^sbj5GUC512bj|>#+wn zS^tYr5u=$obLKc^>KpG*eE}}%<&}E%+WZU8ttTXGO)NBS*X(FH{oJ!HHWO7;gslbw zTxyMnF}3La7FZW;&=e1tE?jI=1NJ#qcqKe(tiiBek)~@kf=7K0`#J5~0ccih5Nm)o zm**-1MaMPWra*sX;*6t#m;zx*EUjo_HCrk$PZ4!nVBm27>oQl%hAPNUyDzJ%5E@`M z^rTFsMbEqyB6B-+ve~N{H(>ndMSL$ED`#f*F|=_j@hpb)M&S$9zqDJ0CH-@ z%7Z?12qX-PFTI;Znk$=ljyT%KIV;U#)`_*tTvr}+?R?{>z?wgoDM64nG1@y_ceD{g z3XpH{yM?eV$~9~2K&Spsi_dK2aZKnHN1H(<#FEm+I7wbO6hNY82QE9I2O+XBJEDtM z(U!yupCP=1VS;T~ws)MuD2DqdHfP|1Y=Ub@?TZGU)zM*_e#?MjBf3XuUvz5V-4F!Q z9$jP!C1DgBR6stn*|Yr*KHssUQC>c?R8Bx*QTc-;+n|@++LvfAh`CD{#tk0ITp`o< zX~C_F+O1o*{FM@y7{j*@oUgj%N+<9aC>6W;4)_!h4QCJ4Y888(I_~O^2|fch3#1{z z$;~M!rMTY+xSrDA(i4c*m1MZVIt>*OtS&U{$#hDxOnKzUnmxx5S2CifApe#1ID~ae z<)q!YV>nPtZtZt%o^;%HYQ}ziFvPVO$&L*CiHt-Zhpf299BM{8C#DA5_QG5MYY_57 z1Gs!MI~Rmqn@azRNaZwKPS{|CaJq=Zg7vb2W&Y*lpL!xWVK)Iq88pEcZfE*Tn$rH@ zvZV0+U;3%fJ9Now`jCxnTDBB!uc5z|v9WdK!XKiFT0%tt8WtNZ==sz_#Hiz)jm<)y z3mlD#Lrnb$8<;>XEZ;vG<_+^_X~zKwp^OX9q+a@EobMDVf)*{U$*q6%t7=r@jHLks z-W$1pq`kPgCa|zjXX1jM4U_|u%FfR2YWO4VL%|N^KP333Jp{N7IrtoUPVW$n zya9-2fP^`tbMYgRMJ*KK{JVpP4uwUy_&wDy4Wo5{bLjG|AXw~m>aZqw48knl@03}f z`w0F*@6X?|CF};fNn>uEK(T@EC zttJ@t4m8ozG!4p{`MwJ)6?Jr$QA7*y2FH0nm@tzgS*S`Z3VD97MLRhW1q}8#3R22t*8@63rmsA`-*EEDotMm; zB^|S!viIVZEtp#hu1MLw104sajz#j<_r7*Mf}%j|8|X^KA^{}~XP6RtLJ#F>Q#E(j zMHSTGEF&x(G9rC4@lYeC7HnO5I0Y7w035(>PuwS49e!{&BRu5!hmg+YJE<@O3g_6L z@hH#8e>EX?@It9O)=Ay*Xw?~yD*t?o2`V)o$8;`O>p|QQuL@}eX*y&cgUzdKij}v2 zYm-3nOdITPET}X|!deW}K`g2fw1719r1&|enRL%);Nw7JbG`*Spj_DKOppR3>+kKN zzmKx_=m4)md`sk~$=(E^-$9Ca3QEp^nvwwsC6&K%b}sjvcNx1r{GTLd6NFbSg)$@m zuHJ}S6ad>5XA7fBonX_927DG5_{lCGE(D8(52iXxll}Tpj&Tavq-n?%qZ|-X(vd~i z=KJ4-EIq&Xs(Afl9w)8|l)U=oC?qXHd&k0~y1?8+JV1y$_v3#0yDZ(LUg;+>r_&cC zfEQR!1`kV!83>aaGCHSN6Qe!?5C2-~(5|w#mE3}m1O!=(&LJujRHz*w`dwW5je0WA zjVMK7Lca<8PJOJd+|<(fvDQBVPO9EUV<0}UsizcONcMV2IFn7Ko8&8>Kfef<68H&M z*~iN*YS!pG>fpR*F3?C;yJvET$P+;F9A@3@b3tIch*KUjqH-xs(&WR+H-=l{%Z)6! zvA?QOWTzYZM^uj8jNfnIbBQjiPB;1e(*AvazS=`Q{sx9T#;t8c&O}qw1K%;(DJK2A z>^q{=q%?uX#k`#C3}{FT&$>ILr4Zg=Rf>_TtHw4G%`zY$gC%&tOur0Y*v{(`H;6`ljn&j8ttSUjkU*#`T>`{yTk_tC8Qs(T^w62I#MIQAFtsoEg0dSt_ z&|fKqBX+VSPx*%S#}97Hls4HeJ?Gll#I-e)Pp%395Bt%wyov~(deV40MDbAy(|FL5^&ZUPK!JZ-J4x`PVI?jFRt zCcpgNVcw4e2IR7FN4=fbuf!EfO8$CyawMVhI>7y-0R6H(b6_Rf z^M|Uj72|khVxXfWrP`ZYF2oXo3KJ_?`Y8l4*?KSf*|JJVC^TS6iOPX1W|_74@HZDA zRpzjQGg1mM#@K|=R64YwJ-Xqr4t|Wq@K3m2oIl@GF#=kgdU_mFTPL=QTDg{tLy93Q zKJ&|dnG@obXrm-R?ELx3YdxwKxEF6%6DQ=%qGe2$8I@U;m-v{J(&g*jeIQ){S^20+ zAQlUOTaNd4X$b+5#d3^n zNV!!ZTx$R>S*}NW#c-9EhS)ZU!Es$pY@I%2j(l0U$PK1WaK}Ci0e_y!gv)JBJYT(_ zm{Y2L-y+98xoSn8hH7@%Q!l6PKEF?IN8<$C@2>231m7o^@YZaRu0u4c0Bp(D6GML3kt9hR0 z{09ud#$nO&SEDy=Z9t&>-H!LQ(%@~sTI%w?G z78?nQ86I^t@;QbEAW0MDC%;WbcYLc|>8pRf^rnIL_q0SP&O3-M1pvSawvg;=5OHuH zvm*}UzK8h0?Bz^UQ~+O3Xc1^CS)hoQtyP!^P(goT@=Ep>#wev|;_9LB#rd1ytKrU& ze)g&vci(=eM^w?y0h^m9?dI&YND9uKIpJNx`Hob2pFX`KlS_X|7erG7%R=NN?B8P) z=lA_41uE7H{WyYj(a+-w1u2onl#X#@)Csa`|02Pd1W(C|-_7OZtO5{9iAWQm<5n;k zNcVuB-wyt6jM0C`;ATHWC7yobMB7Nr;e2MvzEtkWfCblE2BtI_MH^CAol@8Gws_iM=vX?|K>eDj zXUeU8oeux$IU?ZQM~joz1C54EH1c|-7?X&kTV3t$no}Gm`a`zzr8H4l0~*#`KwTOc>{Eew=ZEWC?c3^{;+aXox?x3k(&5Pe zhF*5;eSPByxXK$=?Fj+L-92W!}>$pWXlSTeod5L zym)aHV6~q8o4nMSkq~c$>4UUu%rP*}0Gr8T`I3y12`K<%qU)C*1{UNr@XQO(1uu)= z?OsqaKYELORsOec51yz_R!Uf=_v5`sQqFEMHu!4cnQ{Q+R7AKWn+=689I4$ojL=lm zj`wXqSOM-7<9o@gv}DN|{#fuT@gi+;W2bb8`FvJqI&?gWAC9}!L}isnhOX(1<)!wv z2=&&xx1)e_;)jY`HKRo(8pgDY;*zv^KhlBX2F=7T`^#oXYRQFTuEloATolVkE8SYGg&p|Ue~Ug-c^w@DLT^jc+d z*M8v2AAC%SAafDGW4Doqu05DJMqHeUAer+tq4Ke@qN{b)A8DKDhSG1jggX_TIC8|3 z!h6Js1xZ#=q`ChfG!o@yEjXV9AXcBOlt7`mbN_se9m?5j&n%2CYN-Uh(9e8~XUZMf zX^C`K95E2HP3tQ@-KonzA3J2nYKo~42Bg`nt2C}##xM@5Azz{Yp#jt?q_>|&ZDq+V zi$#KNy}5jI%an{ixUTVkf#pK@gNTB?VwdC(GH{XI-r_aD&tUizFb)w4Ghk@UOe)MN zr#44-uXu27{{gE7d#%{sX-kbrI@j{;w+hK>M{l2s5unSI<+}uzz?x6iO%RP>`6i!J zC;Kr1LdQOB+9=@4gF2Be?f)Crb?(fcLYx2_gR+)Z9HIUa@EsalCO4s#TNr-heZXiH zgDj~tVcYf9%rQ_n19M>~4RT{n37i9$fSCg@3^W$aUCl3enUoH2>3G$scdu0kho~>P z(di2W1P%(06KZ=0#KWg!5&tD>^6{e~XI5g$B7c#ew_Eh49)%EeX&-ec~Qlw@2sQ?y{lP zo2FyosCKg=AktEsa%ly>9`YLvFZ8Iy9nDlsGn(2mF)RGSXQjfD2DNwZ#<7`U1C~Pw zhMSCp5{@{H7c!fk;5yU#_KNhcztusj_lChDhZ)PE%NuyfM4H@#ks;lTTsv*$o;6Ed zrtF;I52imuCO|Ml z07O}LWv<@_yeaw?8kziGbnX62H}66PN4YaPE^=I@SB8g%9UVf$o9k| zZM&Sr10HM`p(6|*AwAO1k^j#g*gWiByiXa)g*!`THndUO&F!|IlI2kG^T@8w4@UDW7k&S%DIai4=oG&#^s0WJISoxHI6# z!h!FRPf;YHC8sWG=#aM1xnHpU!nJX$SzH_vB7)K6B>@;;xmIKk`k_;&Q_%9^ZIMJk zBbPWhC`Vg)BpyDNmi)o5-%Lg&od?R0Um>D8MSjNuk%R>WH|_O+o~B_i6;LzrjL``j zK7V^?1C$XPy`#%lt~`zB#M}Yro+Tcz|0eQyyK1UULGmgqE5T;iz2jQ^AIM_uJlZTe zw@E6|QZn~i7kHZL>ezeZ?aXfwZBa`EQ!J9`(Q5Fa*(0GnC-Bpu8#9%XUau^^{IyfjkJn5y-0eS_ ze)|Y~K3OBW;?lXih_&-sxVCiXdfUu7XArQ8bHmAzTZH!{c8_R_-oCxFomh$Xm02>) zW?nwGsNR|2ja&IbS`(y-k)JMPz*AB9Ouc188-7DLTcdYKbE`h29JrpjhHU7gxZA`+ z24Tgblsgw1IyLEoW|ueoK&l6TWLbSiMiNQ7&6T~wj&_NO#Jd7g-+Y%#&OMa(?+hIQ z{PGKRGR3So_Q-4qfCI|j_tQ?E9QZKLi6M(9ujl~4Fi08DGJm+Dja{gn`eKaODC7FK zXoki^d)q%jO;7|r2VZs_yG8^^hYO969=v+Sit}pj!{0h+L^GCA_(_;i&Cr6yX8I=D zj1Ee*y!Hv_2>vXfdEQ#cM1ii9a`gR&4~VwZ zcz*LQ&(RxvtKdAYL{d58NF;>99?B6*XIB53HDx@m3B*PSLlnZm9Favo&(~00+@4Lx z>h=qdW$d)Jp1vWbn}L7rSEe8y9`svenquJ#XW_BClt&=l>ha+l_P}D0RuXqoU%adtVv?k`yXgn1j%oe+yK0cz4--zGiyU25H`mF$z^Fp1sD zhj-mhGlE9E;v+`DvhU~C=O>dzX%7!aX8BLwyqU^RffWwA`z(=2FGO9I20hZxv?ZJ9 z-`dY#w`pq_?;tA5`Lg+}cJq0kl@GRIuC98}JSlkpL$B%Zxx@-lJl0sw#t8ct;sVe= zc#|N*sDFOpJusON7WKP&GXVrog7Bm3q}^ioblZSzsA^6&lD~oN@N`ENM1_1SyZvX8Uid(JQN$OGDSM0c5WaY>nHe+dtvU&2k@X52lQ-ta-W;?DQS6R!BI-omw z8{8<_Gt6THO=9Zhf62Y{ojr43)^!!Sk7h5f|IS~*DjhT3$_H-vFw5Y8yI+^iowH>I zCqEgWuQ7CwTzJJ|A;9T}bqQ&dk9q}n9eyH=U4AsJF@z&n>&zCJ8jI7%+_|!}`-(Qd zgEL{|!vf@-_{E=q|f^ut7|}zNQP!0a&BptyI}X<%59gSQEje znbSFtRYgpq(58Tnk!UDrJ#kBdgL@zZ?o$P*ftJ(;VDgequ?&5)2qL@Ztycr37L>2;5TsfuBm` zZnY_lYze)=VPWP+b@Si7vvQ7Gt#?$qAmDXI>B(a!T3R4#gHOAJ?#gW9Ja z-^>M~1!{1jBoO_yRhTAFGD`_a=$vm0+iQU5z$L=`TB-o_!C=~IZXoMGs%_ZDu*baU zG4?$|LP8WU7_SYkq5Nj?O%*<_{GYIo?ULIwyTP+|(!#E9YzH5|M$-rV1io>^>rY*V zN8>m3EA}nvmc9NlJdI|KMKi&BkU1n?u9$s+?8n@uZKEW#Da}m+Hfz^>Cr1Kwcm|mt zQ2>M^gAOUMxP35YS&_vQlcto~l})tA)`^8Wb=}Hq0&J4{{9S(iS6Frm@dj%W!>T{S z1s5Slg+m8WU`cQ|X+UYA!6>(bxndD0f{8pQ^uH85++Uy}e)D1)cm^y@Vl(S51ni?j zQt4y%76+w8{C7{r>RdD3+taz!>$4n-kQD}>0$z-5b84P?xAYqwR-CD;631T;IM$T_ zKjVS_Q;h2jeMf%93tsle^ELbR^P*j)b>@u=#}i`+dT{XN~~T;Nbv=IMAOq2cg9-a7Cr51W||I$GIF z3PcnYSa12*!;>|JZYHJ(v^tL zmT-zTwx4x{^{P)7Q1(W<-TyHY72x!vm8Mqz{xXLoX!L65RV=1x;vFOx3Oj57 zgowgW(dqCD81f>#W@5D;IFarGIBsZwY+(oT2eshOlDWD%K0Ux2!|j-Rhz*7}fazX6 z&PBrI$%mqf3$-pjzM&EPB(pmOV-ed3#Lh&x*2LY+%E!(Tq-!3%#ehb1I{Y)CNqN<= zQURcc*pHS5!60dwplKJEfs&UsM;oKu5}JjZ9Zc|{>#~I-fQLu-;HOEVNx*X5?a|C! zq~_R9&}Jfy2RNcTVNgo{ir$o$!B~gZR#xLNi(#78lg0;E)rbegU0mh~Y1W1g}rnfGlbA`@GK*mCYDJ_A98exXs z@Qg*quAU|Y6LcukYSGYAT!cmLJA;%Gx9_$7|2CSLGiFRfotTQAvSk*IS#?!x-H0}Z z#TdWf*}E5YvaKEv`&dOIoyw>d4H_*m7wzD|+9%tI&YfteKrS)r1LhTs@AdjKPYX={ zOjMq+D&gZ4h!Gzz5oI^jWsaCNyPKxpf!fHmd)#7v+e4PH|Kq~vdRSl-R0$PH6IzWJ zT<7>(SS^O;D|n`jICV~4y<2lEs65W|;iL~)xXH7o;y$X2Bg6z+h(|At5J zTpjaeY{>*ers&)!oR8fPv2wWW+6rmzJS(6ih1iI&q4}LVnw4e`5FTVrZ&{B zmyWO3{7<}Zs;CY}xIg}brO5OEGT_HqQWT&VJP0oTG>XTq2D&M~<9-=sbS-pJOIW@vG-r{!O^m+vuIzzq>Emqa>CxPo#GAH7sq)B7im< zqiT*tw;dWV#b81iIOk|ELS~QPm8=K~*e9VJ=vqQKY=Kcd99~ZuZ$e%_A$k4DALX7w z-!f`l)rHRD+@y{Fl`Sb&+6!aM7!}^}^GhkOnX2C)<2TdIU)Wjh!o1mXg?cDAm?F5r zC=@gH<-v6g@e*TLBa2GyOrE`Z6;d4ym4SGLa7@UCwFQB-UbJ5{zPSxmJ;H^178TWi z`111OSMwU!xuem$K#LQO3xGTGzf;xN57|)e%Q`=*6pUbMedyH*cX ziGjj$((M#lC4d~P7hPDoN`NsmNR%55K}Ur2%juWsW?h}F@NeYORo+hYh!}cug!4X# zt5kwV_3VHU7bPS%i?%WcV8zc>45MYKm3TaZWcD*2#B7=7>NfSHjLm2n1;63@RNn5b zMx(Ig*4`2ealUn_%sXu0QhH{GSv{&#xQTxt|1fWR1#=TigFB%&Zm^7DAKbuqNhR^* zR+>MW9+Cvb99#s&)GQ()FjnYM{h^yVAA{*7S7bu+VO0xy35ao-YJ0!wv@8o z#=2;*lTy~+$=PkzS$w7OLmozs1fAhg(R_Nm-jz=gMR!2pjfrP7g!s}h_@4BF4;)3_L-5)03GjP)FXIb=Skxc6v`(>>P2{LKXj zUB2>3;TL8qFso9S?@%C+@t>`{X1H^jUcdU0d3K+J!h=)+Tz4$YU0d%e&m-49TsX5R z7P}lWK5|$NfD}!%!4W-!sLhsf2Bj#a&Y%VCxqJ1b%LlxB>`=a;te}A8&f4sF51+}? z6e<7%!o;6{85bn}EL9chluXA(BU6JP!B!K>uUoX$P0`OzPNSLEB=B~wM6$d{a2*gPr#B-rM zZRe$UE_Yfi4L@4XfQFYgs>dlqcgueb&YRRipRdG6{`~U~T2li6d4Q*&U$R0sI5xI! z*9TkJ(NJi_rx3*^_woqLRvc53vXKOwSJ;O5fGM)+FV9BE4NV7b%b#3#wO_%~6O+RH zeJwMRB<8^rgxN_oKa(LEU1Oe;Ba3elE1JRKRDvigPTZ}!3@v7Ai=&!vd{)G#LO6z? z9TaMfruE4VwAJl2H^Si;Y9~)|ZH4FNQCk)$-s|vq_|R-FpFn5_Em(?raxc^n1}w}W zh@rxa5%CV^L+giIR&(G%?N!ik0sF#|&m`I`=4z(7tv(u2!$u%>1IwZ+mh#~Cjbsu$ zLU?3&Q{vebn(^l&R_)1FBZ?(l)M&-i+-hi;7!6Y80tt*Zm{PPS$!pF7hB#;b1&q;x zUr@i;olz6nvv2Tr>~DCtQqJk?A10m>SnY3M$RW_V02hM>sRX4C%gz|m-B&BP;Er|Y z!n&Ii7ga3UMUvrkfTc|hI{a^?)MIkAEak38+4!+cD*12f3rXOAXb;$@(`yj6;JM$i zxnfy<4U#vED|Wp5(E3@f8#J9GAmczDMBpE>>Wonw!xM9^cJKRX^?U;_tBeaOxq=4> zmr0&VDz(Ir?C2(eTF1&4G zT+skmNK|!DFA#9sLU558I@tB=n=g@GK(}Bf!|x!nJ{$L+kR0>|XagS3^&QjeQ>b|f zePsE*qao}?6t*46u%N=^3d9_EatS4cJS{3e<`XnX1Yv-AhE3@)ZX;kd$(emLEiHL2 zo?X$=3k^ORA>U0%NC2C3KqEH8b%Lrw3dt_1m~DI*cage^ zvkcO9L^RMZ?6o=1-PFj*F&HJ3kdp<;1a58k>+;l|GCk!`lPBTwi0vB{@}9Ip7Wp1z zg&F8sKW*)$l(%xuL=#Vq_h{ialChK#%!wQ5!Y;zr`S|-@_H(J3XqKShPG51_<7@gd zaY|+;jgtf5D+84rbcnqmL=%E3f=Jc!Q^gj9faOGG1LZNyU|fCp;SkRnysgTtGh#e~FpOaJh=)dB3Y>oWX#upuMR7ZtiN`jo4k0$t zW9FAF4A%zNb;Jxo*r*ga>^dF1fs?KGKGHB^TF}`LIJGn2m_DdL)l37Dze9sU# z@L6|+rvUcCXNb06*kQ)19cY{8{}xhyqQR)C=Tx2dfE+9K3b;$6!gII-F-#LytBiGFHj9lt_3Zw4 zwvO>=YQ?ilLO$*cc0~B^F(3#tZx5|z6{an`MM3DXcRT6w?g!)~ zpeTK+F^i-Fk#3IPPUEz#2;v*BQx#_r)vVSmx)T~H9(U}C+|_U9x#FjRwX@PUggswL zHqM0;b?Vn&m0??Lg^mWcBbYTr+}bLSx*}p5Pbdj4~ZtwYUY z#^Y1s56`x;F70#8lzDsRyUHj1-@ZFxrZYapbHpU3T4dr8>?!M_Q>#+NZ5sE@715R66ng`2= zhs;=Wk<5;Y<62P6qsM*>U4@Ee|HPVZQ1c*ZKM>{&omxe*MNFKpNA(gAlhC=kI5+Ju z`6cAT+#bqr2}Z(UgySYV4#gxD-nVy3{+O^d*-QgQ?DuFKA;$3A`yc|>8rb!*C!4`ym2bl{0hefnX0DVtTdm$a{N?#6PR`Th!diNC*)cF=K=7^wY84E{P%F-W4WV%dTm#8SyI9+Z=o zOl-T{t2gn;TwjmhS#ym)jgpy04hV}+X6=a95iAYbD&F7-hT^68fc^HaOJ>FQM5GF{ zA`R1&DYk@P4kdVjb;;m;=ABmz`kfymZZpJaS$62hM*=ehEB2fDNmiQY<$HU3M}n2I zCi8GB(|_WsfU-n`hLmjTSUb_T8+K3W(CSlv{|^^k@8&pi_~HNe#C`{i2CJW!lu{DS zxQ%E~2o`8xWGF?2L}e#pR0JoRqTj4~XZ5ey0bv5Hwnz9pJcfFpARpJIyg54FVqTzE z-MaFOns=cS?M=S^+FM<@=i=b|J!dybygYTyC#+qU-g^gO*|$_wS+F@D;we1CIz=8ggS&XqM;IzugYviw^L3k$z{NjLn6YxsGzxQ|hYCB^AKUgSe59n8@5)ByOS^ zYmK2#Tm9GTRVXc;+8s~mT&dh>bVUCPVQb&EsVg(&Tok>o>-J>EJbqcqvTD1!Alpu~c z#S;C6Cu&Ltr{+eLJ1D98hb`n%g7k{Kfc@Ln26N^`d{xb{ei4d4vl$g4gK|cKmJX%W z`G{0Rhz9-L;lYnL9O7H)?}sMw+CG?QNGe9U1mSHlIwmPxnyK`003$?-s@39K;b84K zc*HGOAoww4bhi8~d{K@t(*ab4(@uXwVj-R}0tA_DRq@+|5q}1-ObjIYop{_7T~OQB zgFSTB%3>2#(a*hk_Ho_$X~%A>hE{R82zoGt?BH+_Md<98hF2a;`}FZ+9wj-KQrx%U zeXhKQUJ^B3Fhmu~6yR>YTtdQFcxNe`KJgdJDZ%H(w&zKlxs?MGmt|>L4VvIKNja?% zzL>>dh+%lY1mPg(doLbR3qCK0yTyVV0B~^j+Nr5YP0e@U(i}K=(8SWRE5Sn)0AXp~ zR$;OPuhbRQR8nKRT^|i>Avme#lMx_=&tH0L>W3`kTm@K?Yi~G6zjsJOS!-7?j8rKjI}$x zj?9bh8P^UJ_i*HmXmf-Q4#^K-99N!0$Bz$Cd%MAe+s|ntNoQwg$NYY6m*!shR+!0h zLvLPcr3O|bvl^jA3TB**o38B1;Z93sEY8Z9abdE)4n0EVBvoyL`={^g4wazvldW?14D zesGV08o?8n`iRN0tsdu>BQ2ZQ$(>@s4y7|Z{Uziq(M-ctQ{s%^Rf3mY{`FV(Bl2e{ zkGAn)%kgv5)MqBt>*?3Fv>{Gb7flW;eqH1m;H7dmu>4Dh@xCR&#&tWF4{m<@;SW#y z9h+Zqwt9g18pH1_Ba=QKyfa>1ufzM9%#j6v2VN2h*CxZ0lZ|HGd=|HClin>#FM2WV zC=w%Wmq(%q{rTs+5*=YqP)1SJ)w6w23$l1@+J#y4MR=bM*dM0CNoIp~9!ki3cpLfB zKmrG-j=Z=E&tlq=VO{6!GpfFH18DTdtIGp^3kV26Shy@B!cnzm9@mMaB_bHa))XC~ zUB|pDs|30d5g_C%luK9Un(ec?)tq^O49g!rH0#>>p6cTt>Sapc9_Va20fh(C_9of@ zr^4aBkG+=YUrELQUqEYIIcSm;O-xH@`Dq{R)>ySWBTFhv##G~PIC-CHf_ceI<@_C~ zqY&u;5)+y@C~~`t%B>wkUN5x(Sto9)Foo^DITd}KqdV+1_@L;QUqdtkw@=M+NcK+0buX9 z-%O}*_!2hrfcxyMnf41dYjK?2swM+>RTrdqWW6eXv+i+W@`E;Ihy6oL2d8FU|NJ84 zYtd!@iJ#+^iw~PvfdsN|NlEH$zK)ec16-!Y!nc4J#`bXT1Plx;F|*bEK#?HiRDZCD z6}>aHADnjWo4+z*qev!|F?3r>kq(mqDPJk;SI-YFXpt5eLN(1!pfZ_e;>$#X#CCh* z{A>II2s)hgzbI3HK?v*^ZwszbVt-|>RD?1m19)c!&$VaeV+wnMk&dvA7-c3xCJ-3k z3VntNc8BiG7ABVn;9qY4iDr^n`~1*l z(#x_s8$)k0++)8#HXs)8WT5ihcrHl(F6-U4*-!P07P&V4aEM zHey+I^`B_9ARLPi^&(wM2TxpFrf0O?9iP0#_4*6`6jX;jv3i%rDI7ChI|j-Y_UvO3 zc(QlY9)~O!%n7o9zVssq{sv1YPM=$221z|+T+iDt4|eW1FQaKbrb-<%M;v`-_E z2w5#C8NPF7A1&*!kP(l5@im_QA=P@EN{#=qvBrDX&)jFSt8vt{?3nJ*Ddd7+`z2tE zOhgXh+HY!l*I=d}@z@12j~I=h%H)`5=j8kVmz{DHUel_Cf$N|rW?i}0J%{>Iwh78l zqSdx?a$I#~E{}KV^5qly7&L265SN?;db^7O=}C`T7Y-_{_zcfPLgNT1=ZmN^$oyq^ z+KC)+PDpP!z+zblzZW3=Cv&y^#D)^OH2H`u#2f$vfFdF0R0wDffdJ+l9o6cEVl+IvfQVpJFa~M+JY+*Aym_;BU6JSc;5q zIj_R?Q4^yR=k;$*t#Ngma4f%fAC7mzvXXiG|0im#Br9HJ-DT|;>pC&rfLRv7)+n8u z1$~v9ia=1e)7Y>yHlJZ5K(CQ!H812jo`MNfP;l@>>H!cyVYoguP}Uu(lrY+-3gXM; z6+ZD$zhbJ~C~NcLh=J}LD|+GN*4<~sY%Ko$UUFT`ADXFJ28;5>Yc|-QMD#)zwO`@~ zx_vgwQzN?4iE?ovZ#LTX0~EELNFn_UkusqhE84Bf}hfG7Qh>TZmTvMy5M9-`*g8 zm*=o(?+00D=#C6h>tsh&)u*Ycqj~tkfB(7Lv9fZVAQE_drmW7H-+HMLs7bKlNSv*3gwj#Jnn7`b3r6KGaw2=TMTXI5S@u8LFK-D?d3_6dIuNSSnVh8mv1 zHbVfUzo+3XV%fz3=wK{jmp3k&#x(`zmG6UmWzqxn_fXRMJAupKq*ESJA(3PcAK$Bk z%PY;+&yi~iF27$t|N5Ftmp55&%VG!m_SXOL+oU&D7ktKV)zUv|weH?_U*iV*_3!oz zte&j^+#3`#WV0;uu;3cM`Y2TfD4lSf_^RCfQCta7mOUM`Ucwk9yJfhRJu)o4uR-sx zN7qiy72^!1*a`RU!C@g!z+r*C$3+na?d{;GNp41&o;xdwjcWlu-nf=cfs;KJ6bnFD ziy~ykXI0aTjL6sa%zS0<8TEu! zsa3La%GK3S#EpbvKvrQQ(0|p}QbIWw@aXE6a(f0+lI+R-a6TXWM3FOCHS0302t z<@f|d+*?2obaZ?GrU>~b_J9_rvt~p-F;So9X*-?e{noCF$ELE%0Xt0bh7?yC25?BX za5Wjf$jc*;Fd-5h8n(MaQdG+mc1Rw%}C?^iI)$7pSm-z}gt5dah6o z)Y%M=NF3lrGHxGRvk?F?ufb0h>h6k7oYvFn9&kg}V3Xm|&wXe}whhxfKAFfFA2=4g#+u12GhTI4y8`gV-!l_=Pb5!jbz}1k)Y$8aS|I zTdOBjW!zBN48|Fagx1yCU)%(3;WZpe0ELU;zWZtTBYUBZk3eIG{*?$dHk1W`}Q6? z@;4V?g6!TDa+$t&W^i08Qz<2|;t4H;*%DsTTXX zzHO1^(JW*vDZ;7%EjU*G&ll3 zwtn>;#A;a{DIRii*M+X|%09}cqGD5}!~Yb}+N0=^!0Rj)szg`x^IVsm;g1f+Vbp$8{+Mop zo$&zyZDml$zy|&xACTG~j2Eg^J`!6oLx9NyXEKghOxLHDI<3b9v#yT@PX81p;L)?- zGe*7ZJG7+NL2Qp3yLfR{8U)(F*4kKHz(D8y#KSO@)Is^i@02|vn4QhV;GJul$m-vC zwc7po63X!LL7q6&aV&Q8fh5zv`bc{No+1`s#1`t5gTQ1^+NTHmB-%g>k@v#9iqlXh zE*-@Cu+NqgE*)qyzGB7?k96V_> zG;M*#NKB!!_>hRzis|h!yxX3VAB57AP$H31TnwcRE za5gl3D9Ul$$pH=Pqp8`1h)1Q+C&0z9JH!_H4^doB>wCuR;tho>5oendg91%_)!|YI zaw^7PJ5{aTntOaxDK5wj7faj>07=!62hAcj|8UZZtO3d(a%({!C{)BD9ZQPZ?O4_n zKOB_eKr+OaZxn?*H46i3p2!&R0&K<^7;^&9W0DnVP`tdogRWikM{rH-4jx}d0Y@^E z6`0b9id`9eU?Epvwh%xiMEjZ>-xfr|6UdT%KE{dWqmQeE8c>Ylz5%L77lgY6Vs)TK zq|4%6z}Q@T4f(Z@ardl3kO@h2{$=sIfV9#PwiR1pST{VlvwRxVWHOFs=EY!J^d`R8BZ>z7}yjY zIP@I`ZG1d-3g%-S+(Did(<0$h@nx-x{n|*AS^XoPI=X*sT3goSx8E8qU(rl=?WaGz z?XNycc_1rePMk>kG1Jm1wQv_3CatgS!t%OTXS?LwZPV+be&4&W_=M)Z5Bb(K8vqjwUARH7v$d zdUmu`f0+kz))alCVnJAbASB97?|<2i72lygo3r8?%nrKqapTiJ{=gl35vwB!v?4)5 zRv-g?o~!DBQ_QrWw1@>NV-6Zv7&wem;BejD*UkIRA~CZEpjapOX7c0)_a8hEUY)E6 zS;EtPGS~5x6Sd7Oh6gIQm7x?aZZf8vU{oDC$2ck{_Vi+i1rMR>>W{;)45YSV$XIBU_ z955TN2a*J>IxFFRSpJf@Et?Pe_U$onU|YDYl%~{8_!tq*C2XK%RWZN%dCh69p-r_DdWX#H@fp${hR0WTj4nmbUzh+{m4G zWQZdUUXYiQXe1Lb8%W`~<~F@sxP#PAUCMQq5di8}n8T#t4C-h~cwn8suTzO>higrR2uZ)VV8c|yrSa-CGeMAG4w`#lod#K~^ zh=SDbOE8)Sh55E1huju^Js2*84%x?2QBkq(gAvvzqz>qm?VB_95`hLK16QG6n_4&7 zt$moNFT#@HC*(mMK75a!UOJbV!Bg=J)iU1wAJF!H2Syk}&4DQ)`$J=8EdZ@7?f^Lm z{@zjL;W^jl@|+RbF>}w(fM7_;q$CO-Cefnc-yBWiM~?iY1x$T0oRgbN?vg(OOZ&jl zqe&RsRKiV=XMBdeIGnYDz3)uFwbGod^xWcW{tGjlFnzlA9dUl}lazoF`IAR9-axam z;*77aZ(Ts=g7Vpol|tugM1OrV@2JfV-48NI1s;v~DG-dB-vsPGZN`k#13YyGXKm?( z-UjgxB2C#ZME(*N<-A`G!TXSo;fU@}fc3C>SisJR81RwNQ0Y%i^JPN`^dg34rmKI0 zNVW(vI6qiy(vhv9=6Ty&)r2)~^kG8&V&q333tPNHczR3M&BMn~(r}e{CUomKVS({L z;2He8brb$qqDDQ`A*%%m)4)p&is5Zh-RZbA9L_vQBnUJch*xbW(TS~$6-b*P7`lkT zaDJLV1xX#=n;Q;W9HaU6b9ct>VQ3^PWW-|-AGAuDxC%7z_;DW{ouX~`dVW|x{4a6= z8ezk-hl6B9$$vy6PBWc>dpXHo7N0UQ$B^+fpN&#f5HKib-U`5LwYT1(zKmbc0CJRF*_# z*6icB!^yt`kyPgoH2|B$R{9yY|*bMuvaVUDq$;voGrVB`S&n_7*x@Y9x*#N`Q|a! z$kFuxoPT!Jp4iI#Bni=aerdbV*3^m|PBQS6^ag8&2FwF~;BlcmlD3}CfoAydEh~~G z@0Pa@vvDHz0v{%Q9=p?s8#E?bGb@zRU36sonlUqA#rTnK-|}hUGln2%3)paX@aWMC zEp@p&0#*a>lktEtTDEM7|KPB=UsCiklwsfFe}G}c?`#g!?F4m$W{7Pf#7cmA8cqO@ z#4%{LTYdhwm;H#=df4fFO{BlvShl05&}URa{PZzHd%tM9t%s#E#n3dz&z+RQVq2U4{84~Aw4OUu^%gyO)qwbYsGqzA)WO1+J)ch_eyee*QKVp zUEiWzhl$|-cS-^U9*RQ!WCKy24j92wJ=dpmz_FNTg;lOrOCKFC(RVAF*~M4M!d@>rV_>tO?}0f9^U&&) zqz9_+mP6Zy1&}7BH(<0P8$3zuHQQ7IjkbJ*OH6)c;|eFSa%T&VLDaE-jd3V61b)Y^ z?U(TIvaS~S7-=y&+Ej4%aNmCYB6FcyA8`_+*m<{F{N<%sRTP_ooOu}g1n(?zNLXbb zk@bCV?NIC3lk8AhsHc6`W+3$U-&bA(*EpFI)}#9JIA0cLtplDAIR9yW$MpDdzEUGB z8k?G9<9hu)ewe4)k9>T%Xm=O$+&f$UhT>Ytu*7R!oHaSjl$5M@6x0NIoF8F{<^x(d z?Kaau4h6`oaCRxiCB6p-=Wm*x zQ-NKVI7Y)()v%FyBmllF|2uHt4g_03w1_jS4#=L6dst-3>MGv;lXZ%L$LI(pAkm__ z_#k*Wt_5k2A3l7Wn%Bm9$e1O+>3Laonj!=QCa2v!svQNdg!m-x$l}yJ-VP5oHgoY? zksg#iu&zA_QrTzf@lAIMuV26J1YL|WkJC#MnKz(?b<@~Pa}Jv*)MBe%7lF9}#~lEx z07+6}I43q&L}&3WbVuKzOJNP-;{4|Hb1oA4263RIhXBR_;&o3?Ghn3xyhHL|mdKOclgqxdmsd-%}W^Tz_taQ`R)x8KV-5YgB5f?~%4KMt3+fJZ}5 zzlW?fg|8vIhYf+f=*>LeFVdn#n1|}g9Sv2Yb+FBrMWS#m1(85 zNP;jI13NOnpB@mqtKlYP7OyJSbeyW+n%2Jk@38LSHj4&=KuC|U*EGlAB;LGCfBn49 z@L9sst9SY){jWD(sF;B%-gqzMGSW-&d%8JiI3~VvhX25ZZQyqyTtebPs4Wu0V{jOx z?w~l|MBO218!)tnO+h|52AC)|?y}qpsF|Sl*@10@%o~0mKGVHPn${feo%en=HeMv^+8p+wO}t`xUzt}iwNSVuCQHz}rwj6?o|uV|2WestFhgiSSs`_vBbwcGD_apa z39}KBb;g9|)}C30T~$@@(ZfxgG${^sZ^@?iZ8i+=#s+oRfP(#C6~M4q`0B+sNe)mu z#C3%xnZsc~rTb)kPj_&a+)YU(7Oeo^#HSt{>($4O^)QUK3<#9~D6JnY;9eb({ZaY}N-5NzAB?uK z;PU^D>tluzP=y|a$cakX@=7^Nr)h|Jft1S)Szy+XWr?tQKcz-n>CkMz)VWGC2-i1` z!>#lFF_@+}T5wS`+cy`Vjfp8c6FRdg_dMRjO+uaz?|&l0;cBi{bZw^Ho4()ebs~9{ zv~KdaqC)5MJ)G4dt1l)`S)%Hi@1+quBB@JG`!1p1h3+){mbFkzby9Quq(J&igTxz_ zlPUlo3t%WXT~4GGo~8VP>~yw-0$i&Zb2FiQNV1e!5-B*2YjMXpwrU|gpY1QbECq|@ z>-q=WC~K>#8tm%E4~0p*&T{sJSrGf^96{qqvftB^!06D{-bZ7Ifei6RFs656#t%B= z%4l^NQB{u(uWePIuN(r**qsWSt)OLh6L~;{m3Yd_JGhh(9~qM%Wn``bJ3%Icw_FB! zRK%-6v(4s|=LlI1t4Ey$vR}}>DTg9U>+Q-_XH<!0)FB)C@S7RA;X(N##b zMI7Ki+(+}dA>=O#;s0Whh53Yq9Oyo6^A?~$?k*M356tUceVk)+3R?;6b}(I_Vixx= zv1Urw=sdbp2at*$mPYjmgp$lh*0pg~OeBJjTF(UkJ4mr~%heP)P>S zcKlSazhDk7hzsU0$&8Qj6A*T6#>Q7`WB~s7ec=uW7dDg;lkOxoZ^pCkpfv|)Zoh)w z@rO)#STvi=HUJVfF~+3nW+VxPmcf9u11u0e;8C0JF=t~IcjPrQK<~A(^Q%O$?bf<& z(3JyLQuHkzTsnK`lktk7w2(Ql@Wi0(&G)@WtvIvWJUE@9K}&9g0%+A*H6LsN^qb<9 zb_2YZ^xmUWOX+E#Op5<2(D}iG?VxWbP~k~$Wq;#A?li@=0ulJir|-Kpx{0KG-@k9QA837V`B2PU#l{pUEu>L z)(z$7mof3vL(uE}RW{o;%9_;EhxKihe}*(yvW#R|sg?VOW-Cs|ZjPAWr64{_SFDOs z$E(R(AVoC^e(G{(_qf2sHDjKbeumu$h&zaM2SxiBWizOpt*@joPoYG$}8R(@FvqO zw4~el8!_FSI<+;`$2%;E^5m0|2}(;w!P5qOL4q@y%7l*HkCuVDW%YUavCxf9`$=g`0m| zT-@~3u{sL+@G;<|>g02&`fF%Yh0 zk>bURdq!^gS{xo&Bb+pWXx7|#eV1)^a4*|w((=WfUp!d2dq=9A1EbdGdY@FS-ZEMN|T?^uPE zA8)*lD_*Ylk$D|)0eOVW&uu<~ZM$fPiLjX1=TMJBi!=MFQ=?q^ zZXRgSK=xP+?mRLqgd&rFO-A6nD}21gyO}mpkeLB&<6dANY4^Xt7tKq6cnU=&(776e%`Rx!Y+#f-pqe-U3S!>LtD#6SQ;BRXN^ zOBUbyJ>JbC3Xmmq!^ltZv;hI=Q&I!c4%Dlx06 z(g3cYkaGsdFoj?u#{y+b%M6!QyTyv83ALqY5)-4dmTD5!FRiKi_Kgq97>o}&1#$;S zi1;VK?MYv)y83Fn|Fo9>i)uIj6!JYeheC(0CzrznQvEaihd1lb%(x(WAvVQw3Bh6+ zB_tQ_GWQolS4f{Ui|(a|0!0Ff|I)qFO)i%Ow(4v{eDvgn@n|mEXy+ICz>C05|sFB-nz$n$%XV=n5fBGcZ6$|U) zZ7r4}PUK)9Dr7J$WJy{J?VFucLah}>8GDuw-u(DGmLJ2WAI1m~#E zaTci8Q6>qfrztY>HZXsIxlJyR1xH9$W#KSX8&nuNjpzIm@;P7Qy7BdJS6f#^?hwct z-DU{TCdWAT+$_b44)9rEJGs=)p24TX-k4FfUsxOc9OsQ2zhf)J)Xkf3>P6SOrm6nx zt0XfZ4-xw*X4?!%uwU8n;E(l$R=D)`o|Ti!Pz={NAxDByzlMGULHmbL0HYaxllI0a=G{tx@LX+8P17ukYx z8$g0DB2gQj^|v!XJmll21#qUtCJ?C;`8cPf@060jWf4bXpt@745wW-8;F?o{RgnMp zn-vox%zprBWfsB`%+Bu{|1g9*Bi*qCnaA)xvA_Zl~WI`lipo*p>E;& z;gnR8(@2!ab)oMu>Yb-s_+>L1)`+ZKT};iCRCkCnMtp+BnvlN1ki8dDUm^NxM2Sns z(eW*q1UZdg+Q9p<%Dv_#d}(zItaL zI2%B&!rHGdxyANhhF?zXRRo%)1mQFY^B$K)27CU$bPF^dGEL!G%{II|DqKOT5fHP7 z9YZ~6358z}jqu+QF#xM^InbLsdjG%3dsdZLS)QFiOYu1J@b&qZ83xE2E_@jvJuxV1 z#S+uUt1t#0OfSe38dB^jByXgQDlh6<-bl=R^sC`Wvx^b$-DzHSQv+%smpW4_bfB!1R+Cj z&>&dP799sb_+cw|#2*|q@C>p~{)QoVIdUFlw>x(2CJa{b|6NL@PWWb$S2{oPK$KDQ zCdBncLVRK^osexsM@|U`qC#_8avR*h@e0m3;N64BQMA%Jom6Q_=q!0lU4v5Z3m*Zz zp7EQ;xx=tuAqyp#{^MXATNpePy&*C|*|msW1|?k^Tq$#yb17h3++5!lf8IobVlW8R z0B;7CNkVRU|K;1d4?`)`;JC?JbE3lPp(;%qnVN-jpe6;y;0<;v4dCXV;oxJ;5Ukg6 zn_z5@sSz$j{R3X^ChQ5M_xyRH3^KSK3?O<*=@~%&JSMC;f;00Lo-I~)pk4jKCYza^ zft!q8yC8c1T#cp{t#IaRdN>8F{@1Yn4vFWUtopR6xI|M47w$=&rucm3_VH7Nt5+JN zR^!RmJp!6oR>JOJq$K)!+1A1M*tDyUYs|uLv^vSt?*~ew`sB$BsjFnYifqUsZUB4# z!n~ZC(M7knrEH#*VaH7Kk%=BPX&$LiSP)AHgGts#h%(#A=%h#WJr7%|p8T#^A2&wP zyh%jFx)wq%#v5@4p{AH7V*-LLfDFdBWL9;DuaF~~Tp%=phx;x+qZ+yf^j(^D+07)N zovdr6Dv)3#HyAWem@p6WI=5BDy^6R?y6OOX2b#A_PEXhQ2{nw*ndAwPUt9p>$m;1y zp%8cRpOk^HnL<^+aA7g2cl95?dBKh%7km2p-dh@uRE&#DKftyNzlkTgrg#qlLc$-1 zAB|r-lexInLxr6<p@-X~8#@67_7n#(H1%=|B>W_&>?fVCqEmIJP_6-JyexD5h$(dfoz8rz7k zfB*iQ^8794f<9y68Jn51)}v~H;uzp=h{#=tc}zdE47`yf zkywHNU}?u;@d(!+Z=$YOiXj`*F} zrKN9sWjf6ZY(B_e@KHdib*b{nMe80PIKibXEp_6{Zm-{-f_t{V_{`E$?v(mus$tvz z;je}c5Epf(=D7FsiJ|VxFOryz^E1g?c}#-W+5V~~OZGy?zTBcy3i z9UEa+px{PZ%b?w%0T=!UW4xv6K(?**!uy+pf++G!&UO z)e1s6CKsGr64}|LiT@%93mpys>4HVOpHGfzPrMV+Ar-6Dm8cokRhJ3n15^Msz>GFX zmfb;r+4Eg9}H8jS2 z+ulpsNXzGYKbU^I7#4BBXhG+Kow56}yB2kjZHviamK6)g!*=3v!yS~t5bM;6L9D)xC@=D?a~VOI=-9`oScf$JkNdK*R`&5o$FlZihJldds)?{lBs#;t~i}J ze`T-L^1gisdaFvex$ZecRqk-h>pym^`C8pNW2cW=8(CG=%!f|f19yJkF+uLf_M*n8 z?;PFU$3IpJNUuup|8)1xoz3}9ufuQLFrmvd8*Tew3kwT)?sRy&lFbok&l*tL@el>L zD-1xscI{f5_U&`v6EC{EOEj_y9T`-vK|N0Y@8dbEVsa~KODUsW({$UmZ7HspRDzV4 zmw|la`eMxn^BbOf_m;i2jW%7fB(Os--LRa#j11`9m>{E_vF%FB`*|N>nV_^3*9)ici``WeF1rq(?nwoPHhl5Np*?A+R`} zv1Wm>v3D{yIfFGd0e-WbDG-ffirCcY)2rR2*6G+HMbzE&c^_D!3W?4j)&QG({=|u? zOOEyy_b^y*$7hEzBgqE!=xnLQv-b*x-=@okiii7rZhiBCqfhInl!2O`}c*+fEHFDmK?o1N3Z@;k1mo*!T+!`-Rw`c*FK2NhzsYO$j zg}#I zbLRNAYqgtLx%%2-#+s~-$sO-Pq7@6Tmc!_q(W4hlm@whw$aQ|=A~z)vH;1ibfa=N7 z8-kPn#6}O&(OLNZ{rj0}A5N1QmD0oI7sjKoz)DrWEW`griOKTiL7d2&VJw_BZ+^6D z1RY$@VuIq;R-aZE*#|6-uEiPeV=~HdsudYBOE#FZdOVV+akrs-%1AF$U zF3+Pw{cq;m6t|S*-$6f$PZiW(5QA-Zr)hm?-vw92%i}4GofSRcAo(j6DdreZ-=<$J z6hvz{fA#9~c=cQnb7Aoh4}u|$NKKvCvQ;Y$`eO%3&vbULm)v}?yIxIy(zA~TUh`E^raYK(IPyt%o%=_M?>nTP{F*&U#%Ju$OHSbC9(DLhd7^YMkf%-;1Alooh!4Z z`yW0W$~sq9Q@fOyxGX6t>FqVEy`qLz$`SKAr9M4n;K-3CTN0O3FN2CHdTe=FN^-Do z=4YiDe#wcN_A^|2pWoy#X&8EjQj?`iBS<-HXwVKG@{MGMC_!P(iDwF^4(D2sl=+1{ ze?FH}X%5$QJ=cz4wDhXwF8=yue*P6kW7@)(6GBW34fo?G#W&*LNYSYn)a#k?f(1us zhfEkkK5+G_)*eq!)=79w%mQw#&DyokDF%h{Aj+`reS3YicYQ;Hx*-+UTZMu;6x&!_5h`*5H0bamXoIH5c@X1WlfZ3gvd z3>s8&dGvnxy3+FU96k|SQk?>Haq-%}b#>{yGIE4P%bolI1>x+!B;14F##sBVw6gkA zRCF<=so{qo#x?!dReZXCz}L6vLVK+esb4KVbeI2iv|eWH-g)pdk@4}1P=Ha*nZIq@ zO%_L&UcH8F*s!7M&z}fvM=?u`xN^mG^5ork452>?gRG%4gOfYEWj3LwO}lm`HZ~D} zeKkW;qF1yQbx}}I@xG5VTlaie*tWRA^0Km_(t66BCQUe+Y3bVLbN7T+QTfVUIH+T} zVEhMD<{KFu5Iv#dl-adwSBpPeb%S_5rSaoVtMP7(H*zBG&0V)HT#S?~FG#WACSPBA zMR#Y-RWYR3FdJq)6g}jl*RKOkz3yf!kti#!;e^^rGazY8#O>Q=z~H0zS02f=`?GV5 zDVvx<93@cD8bgP^A}svKm5%-~^#_J87txVF&dXbN=FFL;j9cv6w=aVo&vA15A3tsb zh0~@(hgUF*HwZ&K-i|v@2e46d%eTbdxPgeqh?dfMYu8>vL%o?neGMo?UPEPxm4^H# zvyjzA>)0@C$qYrH0zv}SZU83l-@CUK-GT=8Y&&<}<{xR1xxhBbG}w7CdE>Q&gxsUk zX#}T)atwnfvCMDXdYPLWPJdxI@mQQanCGt6ImP!VG_6CHT%Q8^=O!`9Et_)D=koF^ zT!pxKlxG6ecs7r0VoOn9XIH(p7`FFrS|>?=y@{?8vqHwueEvL;`DFDnR(;3r9flq| zV%RtMcET(-qcD7%H3bUOB8;#^I7G=-0@95L56>bu%z5`t(@@+b=<;JhL08zG8d_S6 zQ<*1DdIAvFW@2Wh$=OUpEdvv5fQBcvR(ObT^X1F^PQ;r39ce%@sv&jew_{^XIbDva zcqkyTn)OSn9%5KS&%*8D%WfR`rliW?8YkKy_5kd6ckf_k zDBwDCobn|YgJ%d=6F4KaCFox)1Ccv4kRdJLIAmL(Zo0wwJ|_ju-5xKm<{LEJ$_t=f z1)MF8c58^_AoRzy^yg0pL+dT3C~OzP#8M3A4yrRk>B9$0=?Mq$<)gY1e&ND{m_4vI z&8HoUGDz3S2=4AR!~r|{^Y+Pa#MBuRYwL?@+ar#`7MBW?#)kwMm@Zy?NjyO!GU50I zCwr^>-tv~&Ek3tS9o75u0KiO#MI(j{8^$)}IwR@$qc`7#TSG2nx?sUMIC*ZgbHvj; zI~~B62%ooZEyYpAKgY(DjY7!$!pb~xLYc$PhN388^>F$ZKg8Vz1_qtGbsL1nNZnbh zzsJu0A!+rUAC217-Yju=1c_M$FT|WiHY!2rSk_vTWy?;9cV(g+f-GX?I=ZyqChdq1 z)1E5N*vHLuVA&$`;XZP1ze116o*2SsPXcym3>y}3_v3R|g)WFSXsMly+@N?-M(=~8 zB<{u+Lqk8D4IVaRi2alYX}5Kv7yC_F?R-(Cz=e#Uaf=A!y3UoCTr1D@Sw~fB>5a8V5UH(d1~*>{3(pa#aX_2};zbiJfAQz} zn%Y_$*3hk{#yW^;7h{AW!EwBp|FL7mlmh1xc3DQF5H&HA%yiMBGMXx1pw&JW5)zG0 z@Jzv}mPa3}0fQ6sXCMAZ$|RtZ{hO z8l9<@ho3t)nZuH;v1sw)6VO25yECk7)`B?x*(c7tzX{7s4BR>3LtNlIkBEv|NJ=4;IDczvMW~1I%IVYi zvvq7-ob!4kzc3aTk7W>uF)c0aS4BmZ>7wQ8Tmn&>K@7(1ToLK1b4RgTbM4|>TXskT ztt#gSKh}#$b-SeTBF3m&*OB20e01`1k+p~qErL4Ygyl{-rkqvT-2F%_ez~GS>grQL z^qX{pfL+gtuF)t1W`Ukx@|Sf%c~piXGGq4j?%HpW)ykEdX*YRPP+-BC${CB+(@$Dj zdL*)cVI z@~DKb-DlAQ&9RY%9^*?{StJZJ}C9QMxb+m^nU2c`9~xm;3hX*QHONAGs~H`}VyP^Zfn8hts+1 zrld5~%)V^a)pImpA@dFGt+Km0?Kqge@9&_)wvyND+sOmW#Vx1Q9h$c4zJZj7Gosyz)V7 z){Y329b?sA@}cecn(RZa1^OGUUj^tE%($ZBb}cY`if>yg2;?zmg>3KzbrvTS@2miU zv4JwfhYtrP{{o|qf51RcJDoC)G*&OUK744U`O-MdaNW{nmAkgPVimjcmC zZ^P4CszX5&T$X}0#bUIx(;W7GxW>C~{+kL2BL$4_+iINjnI^&%1=qRBvgeSKO+BjVyj zcEj@Lco)cR=gys<3k&-(kmBg$&)b*3&Cf6Y+ud@e%p>b|`cLQVGHY>ji`BND)zz;7 zgq3va&Mm-qtS;YDykt!7t7Xrlo$y!1=Q3Es9*yGGg6y>7xH@`}#`=v-Y z^lGuC@ZQf6CjP~BbAR>d`jiG(axD({(vlMJ6}PMV&-+mTUQnY*aACk#uUa*5#0bBx z50po^^f?_|HR6MI-lq7tI2$@?m!`NTsSO%6$|?1sR13Lw?Owvjiy(m%od7i$?7)hq z_F_HscF0?M0a?St4dI%^tzNY%%zCBL{~d*-c9$)i`Gak-Z=Wm}*7;ZF%4?7KX3u?f zCEns{~$`z3!5uK1tT8B+b8OySm-ij-SOMDZyz*b#Qf0(J7Wa?%**2l6j+KSo_Q;D0vL-ZXF~J`=TfQ0PHl>cxG`g_ zMf%qL){{z;u!mF8R7Ii3CE`q>v`#>t2MqyYu0-ikHag|64^Xf&wT1jz+HG&oeXv@% z6enTa>dXP|M7N{H*s)8ve$v=lQP3%Wb8Rv>0Dsa~h|GCBv!6Rms_owvoQyp7-!mQy zKfXte9t{EiKARrt1^xj6WpxEj$-?Py)nKpAM|-R2OQI@N^dHYT?09oNot=?vGNzsd zKt>P;Zzm6oMj*jh`fS<7&je&my!6`YS9CqC#dk$4T!_AlNzoW)s&%hQWY*FV}K=@BTFJ4r@c z#jS}93!CCM60Zc2CV}l6zQ1ej{)!~eQ4_u$${2BSmW7#H%JhEJD-MAVatoxMt?IlXf`>GIM@I_ zB8KB;sAeeGvV{wei*g{ORLq2*t(7}T{pxmC{`Ufv*OI9Gn>_w>lhZQUY_ zDqR*oKInaP#+n!w)n*#p%W@W32xN{gqyTEgj)!QbLz&&VJeQfe>BF{A_ocXnE}Du3{a{bnLuMb=L*M~ z*irMgZ%EYsa1f}QP{wKYczyg}Vgx&T=e`5p zj=M&k8b#ru;pblcmz3WGHIw^_TQM!DZ2^_I!9|FZ+9p8{~$zrVc% z<$kagUIZjby~hRzp)CICMymJbXkfQ@qt3vfy$D zlR5Din{VNhCnV4!Be-;F;H=>BOF%F(ZSJl#TlIgIf+#jQD^08%G<3oOyOkgB>`_x3 zySF0;*ucJh1vLUdHU%lsPz!Y+a;G0ZhLIpiwfyI5RsQE{p~eN}B|eppPY!!eP-PT9 ziiMbrV^eTkY-A9#qL#SWX)+9r+tSIaW2I+M5W}flmndh_Nn8XN{>-$^_i5nfzGBj(!@}MU)MIQM-K61?Z^>x zT`NXBsV)Ze;~=tY!?bY z8#XpJ zF1@|&8lYdUgF_%C##xA*=W&NXs&ghvEER~`r`6V>#*}HkP$-9YF8{P#!-HG1i9G#E1EO4rS(UMwmqtU7n>Jrw@` zY-0nf>b{?v#*60nd2~D=VDyIy+Cv1{%lcHE@!yS++!ZV|s*VU0voJfo&6$it)*;uy z%WUr4!#uK9SB(1f>NV@Id&lpoyQGsEp0&z(^=kRC-+T6W*_4d(_CKyu;gMOvDhxXl zIWx1|M!d2^OJqZf936j$mV=vR>z~IG4j0176pEIXmQRK-kH*OOq;}gv6HbF7MaB13c?LmsLdm0pWma>e_Mc z>HP)_n2zs)jI<;<73U_|f1dtiq*0#LpYAf=z0v(46L~9fYOv)Tl98J{lq>=*grG29 zzIh{HC82mNF1Ip8Z9Z=4A$w;a<6h3kzuxe3XUK7#c}KPTlOF%@c=r1JtEjuv50w_? z@A$kWF}5+Ny-_dy*_>HLE>ZvN5M6P_sgJBtj2}A|1_3FRhqaBI;(s?HRZCE*7cN|w zls6}2!mPs%xl^W3F9Uw4DWrCROj|MMNb==wFPsY74^F8Z%aEVWy}v)lzAK06a=Z6- zSoi+jM+>{BH{peV|Bu^1_n|8I1>v0wd87d`t~85#ZhDt*mcGvG)^@oElxFe~A3*Vy&ni%XOziE9Erz^zq{ zqa*m9fwLr4{q?(dJI%d|)gQA9KBP@%n;rA@tvXxZyI}coov^0$8rjX;@_$~&p&NYF z6|;o-NR}3$t{W%cLK#)vE|rOXofQ;9?|Umn6fdsWZW`7nV8kC5TuRUXvZ~hqyoP%^ zUg_&zM=jSFGQ@Ppjzj>#DD+emX*>OMC*0?uUa^HvXZ1NO(Y$GstYkK->3U;_|C5FM z&r5y7=3^dlt*DL*6ImMN;d!L+Qqo$Q9D!u%g4PFo0THM=KoZFO`?slAtuH9*HGibk z^D*{$I=#kjn!=Lrj!n0el*4h%fi=k#zcw4{eZWz$$V!sB!rH2T(Zq4Pq~24 zTa^XWy);9fzuGCsMkYJ{WAeVOy!?QH{L`3WA?BX7OEA)eUY$E*hU_kBt;^UWS*BJ* za&-c;;*9$5hDg;a>U|+4ApOgH=o|=p&gIN-H!G`i+~>@adYBK2jwaN+)l2mII;NGs z@*WmF&)T}E>mN-1YH?4Pem$?eUt@v2`Kd*khG$2JTjbyhhK86d_%Zt(4H0l59mS(M ztsN8SJU}unn0qxTkB$F;71jK8I-dE8dKjx|3>^5gr*?OrTS#G?@c5-@@u$oU8e6aG z<$~ZwfH7Dy8#|XP)LDX^8Zmq-&9x3Ob#jVT1B%+h?>m3k)tX{K^5&)^&sOS0{_a`Z z&F6vfpWFx93D&{sXCh{14j7rL#k{C1oK$~nYRrzb(3D6Poun#lPdE7GLa|UMPIT{Y zc6P{RaWP-^A3F4kuAo+SzpJYBirVN(w2tBE+{(VJxOgrLa;J-noWL7=Ju`$07qF5O z(9l}RHnBMmO{y)86veAx=h8uQnz+(@x26U`pKM;!(FM|z#;_|O)3W%KhAX0s(eV4% zugc#cP49ju!E^H{5JxiRrZ2rgDMx*MGh0^oG2A)9X|jR!q5x<@Mygd7_Gy^te{puz z;DKWg@B8V%F&5->J2BBZHDvf{=rDORbJ7Y?u|u*j{vp&8V_!#pn8;T3+RIzZzukgH zQi-iQ9ue(7Frb|V$r36M!d2PUca~afF+mxj-0oc84#-^lc60BjrmMRY$lfB3QULrW zm#_R45V37o2Z{1R;d=Sx%O(cxm0r|u2p6;>Md&1k%{Y_Oo6MaXimkyq!o6SE#Sqt} zNNTCnI@gw56r>%MD?PfGc;^@Lu0LA{5)%@H->J=sc2zeN7#BS~$&v~rT*zDenG$Z){4`Put2%~y`yy(F2|Mhw3WTBjm>-{pp!V$QpYa4zG^={Dw=L?Zp1Y* zt05N2X51y2)~Q#q9HAVu`PIhVX{cj0r3GwcTT9=}_cE?6_&dhogFF287tA(@D}wD2 zD|KY>lJD>06K#3S6aIegWSA|6(NM0N;l~CPvJ*o;QjpEaVhyb$(oy0Y`H6uzR3i=j zNUS4;@ta?>tc0!F^`%=_pl;RR;Dn_1Ki0qeQ!k(M_N{YTk?n>JuOB8>7stBYRy738 zoc!hgv}4D%zlA(Q(Z6KZ88il?){e@fiVG+gbqJX@689B?vmxVZ5l6Cm=uLSdSL3i< zBPpD39+cqXGZFNV&J8g``>{b!C)&4Dx&z&+w zMoL;@c_J@yYqVe(5aJ11R$F@k^#_?&yh#A=x5vU_ls0d5a@u}CaX@{{(pu_Luf)au1i1&>Z@^xE>Han7ICJcstn@fF1A=0&bf0p zJ!*O4_?&U-;mOJ7)F6VX`5i--?#?~>xu?;&A#-T$*qH0rZy<)Xe|y8w;_s71Bk`f4 zoL7t-wX(8g*^T${hbOR+sZdx4*;4Wm_YB@SC)#bz*Id(V6t1KWVui66+m`ApE>HTY zF>0iaO+j*u_ax$%OJ&yjoSau>QPBmekvYr!z)t7&lWMLT85y_M+wk>syCFAi8u#tr z9cWaU`lay4kEVojlj|)dmNm?Ycp++HAtA$H?8i=^ay1KY9f?$`K8hYe%(1KX7QJCA znkZqSFbgjZqu-Yb-FR4h`KE8H|CMksmR< zwyMd_>F)%WwuQrPG|ix#dOq5vYT@eH!C~j7djm@^MFGs`&vNovx^$W8{G}01+rP`- zst(>T!!Nk$Zd;A$OJh2ApPu{Af651ej+1-UM{I6R0rgHqRiymfVN{;lu&&%z5VHjJ-+ zQYBD;t!!_<7<8H>i+jfOn4BK^YNp&Q(OyS8lUQ!m})0ol&dQ;VKj zO3Ydjr7>5jYWFteII1IrIHb<0T3x$$kH7$6pq^gP)Jn-7aP819`w%$_Sb4Gzjy}P@_(7H_zW9#+3 zd(E&|aW#3*@1ndWqfVVyy^c@W9x}kSSFfPpsg+VvQni0Z|43ZrT^#aw$a9FE$$vJC z`gO6jnK||3Tl9<^qrCp+&0-(GJ4wj`e5leyo~?D3N~_!YI!o_wQj&>o@GHCHAmZTf zJBcju^ii6cCgtI*Q4}XoZ-5cXE=pqRhGN}SRYkik=V&-dHD4$gm%CKu_=UlyFYxQE zs7S;*6x0GQ=3{D^vx8llHmqCM?W)^?1up_h-P8r8yEVD0N$G{L_1AMLzpvCqU2=>6 z8<%TX-%>gtFeD^I05};h(cdI+C?!Bqe1!R+h%wWWkK*tQB*Btvbw!4eM`JWTUH#vX zb-$Ek_ckm~)eOaHt{gHPPi{0X&T)gk(~>(9q8mK{Pp?VL)E3bUb{zD@9k|`0wfh{o z_U%n6Y;j^8jd{!APK`w0L*}3&eB09a^+CXZ&4oUr6>+6sT}94ktn27#ZDUiqq#S}V z2e*}+?Cic2B~V!zW`pEfjkjo~P2uLU1NVr*cNEWym$-}@H%_n1H}p`@NwpSg9TW=_xX$)@`j^*lg_ifub~2vCSH zpn8ctC1mt(Jvqrg^rW9gsAdp53#AeD4ayf`NN@l%om3<>7pY?jmrM}!PxSiVP7qbb z=cTrgJkvZuyYwrX_&HjIY)=#f#*PjAz)e3mVtw_`8ok;r`I{5Wgt&+LPs$&W-1|}F z2FpQ)n>&}Ni#Si;zlBsZn267A1b_Xhn;JSzI>rxxX%sMOxKr9 zMoN6f4ez)9=u-DXJ1S%FE6(p}2rbpZuUwgh%7U0^?gv{4Ui`Fup2)#Zd*h{4JlNu| zQHm8Q4Z{Zc7-|#wK|d0IE;rw`uDtfa=;Sky66!H%D^wJlJkCW`w(!&T{_zvZ+S=u2 z7Iv$@2vSbMyGa-2A+ewJjAZz7%y*k3VSBkx zd%mRdI517%s_FBR-lJNCZWMr6N`1lPeG7@D4EB*Hb?i^lSMl=sa}_8EA+)p9QfSUA zyUyCMA^L!K>tVeYE?)fToep=C6Zsgj5p3l`g>~@@bj4209ig0Q3Vj)Ts?cZJIWd+n z(@F^T%a}fO4PbhMQ(h3jkbumzKBgw}oZw6~wD2OsDP~f^D|&>(xgbH^BiC9)P9VVF z?mqRYj^BTm`yNUEuth$=r`ymFJPb<^O*gpPi}Hf#G|#N2%2S&r?@A}_*_c{dbA?D+ zD5i$yclwj5ZxgH|33x)kPAKBB_HV^841C)?amAx%A&da`Pgjj-77hCNsIxM}SL#3% z#^=Q>@ZE8BH8sVwX{yW>KX6xFv}8#*QE$bPwWY_K8hnkN8&mQtV;sMiadRnK*_OYJ zZP3Uz7KIeVdPiLS%hU%6)i`q5x~l5mzhCh2T~NqWUk<5YbW;fhn)0nrKROfxfc&Z2 zkhd9^qy=oLtZUpqE~cjNmh7|!gIcU9immm>{odQXSFbDngBOXCJ(aFgLak|7ONBd> zV(Dqad#(GtWHzswA?2Z$)HMZcE`Oht_j_**f?;NumS&G%p&8cNVZSH_jUK)A`JYqk zZ;7!qGHoU!I-G%eyV2bqs$Phb!)@A%Yi3_>!a>{=O3mG#h9b6U|7H%)U3K*7uGvlL zk-p2be>XLJ-J4lAoa2^9j%9tIU|bQuqSFnWc|ocUD23K2lJ_A0ue@B{YbM15nvpIM z0)%b@;YZilrt^0UYK`yS*7@;NX>WYS?C$ud-X zTN-QQFA8UbTVp>O?Y^x``Fhf}HfS&fZw?tD0L6+hu$|?UWn8Xc$5B<>akQfe@1))i z9Zu(i-Jv&ymV_!K)mkAmCh4M8^B)2{RZGMnQCTWTUJjw-*I8Nl5+e4cq7EbQ6JHG{ zrrWAJ8@?qGQ4=WzWmdmuc4;{Iiq;57tLql4{}R6c)zyr(t-!rK8uYAg_-?zjMaQ#XachjWR0-&Uqy@2ut6`#b{HB-MMlZ6&=JiE zl1D`z$F#$Oe<6nvQX4BFVxnzJFk=e9s(pDGCwm-R-^{CrWi1X&CbjYtWoP;yVl0-S z1QcUw#Df+gYqd^@OJ*8QJI=2Pg@V|eQ`Si%d0#;pT?G7f?wk;8; z;r?Kl2TJOhx~{Zc3Q;D4P#L*^snGReDQ0G5{!^wH?tOvZpLUggT%n!e(KZ|kLHz?@ zc#e2Z(0Zu@|KsQNc{uSmZfr}A%PV)LAx%g+DFiojA~dYfDHAT*NN?eWpXq!%e|-QA zdFfw%_1u92TBYbe>EHkBX*b`t;b-eg9@3@vGXT|E7mh`t&HDSE79PfSrAlsI0*fjl};5XSXamA$tilhquUDA>2cSGBmlAah%9%^7=<26T?Dp% z&xKg@`ExDHJRx}}vbI|+>BJ9et{-d;N;$>)W%~yN&jlDDyMQsQ3i`2gI{3n`)#Y3L z4C!$RrEnB2dVYjfElk_{?V@P&S!)EO?iz@2z{MqrzU#XDr_R^dH9Nn5@tJna%7 zZc-jKxT3hiJEKO9T#MZANk)dcGRyEy&G+j!R3oPi^Z9k4vSY`Nx*I=vQeql~dr!<; z{2b4TgB2;#?qFKwHBj{7q|6R*uDIVd);hB{SsFpyu~v^)AKUcI#lJYSXgKegI%5%L z!|+oP$a(xe|M(G&otwt^@%4W7x4)zZ*y3Hmo^Ckw@WBHOrf&_9N!>1xGbAAt9Ot#H ztfbx9=sRPrzWh|^(}!7Mzohc0^ZFl~va5HyD+F~oX)uZWoA->atl{=)89)uu>*12B z1IYy8ppk7M{T^vpUO6i4udyQ~W-IS*f9QDp?8+PeBE(Pg{`&eJJa|lvYJK}R-;0V~ z|ENP$Ty_gqvTCn>{fg8^>J>-Tpe)g>99}LitLsc9yWHzjH>5PgAqxhqkFZP;`}5t+ ztQa6BYsMeL)vsT_8vjbX|KNcQvv&wwFnGVJs~6!&3P;_p@bt)?wa#yIs-#eELA^q8YsF$9z2}D)MjzTV|Ke?wku<4E! zs5P^KEK~5|D%@tX5fos2-6t(hshY!gbWiF^r)Kn*v)Dn z@h_q$O-R#+EWh>AF^V>xVq`=|H-FvjnHhONp#FnvNUlc7U&VwG6W}-IOIrVA)twbmTq@^SlmZGM*;slfV7EGDq$!}4Q{o*jDGZHIHhuo*9 z$1dRVtdr*Sq=m@(wWUOPHbI^0rC@79AmTO1-k`2v4mW>Y^BzdM1W-)z;21&*GqcmQ zf2Ji&`IjJ;cm@3!YTP3`WHdn$Nh-8WLAH>qAXc3s1ZS9Ai2MrH+i?Eo%{Q1hr)s$L z+R8nzqLxPrdKiw+nT}t9`(cwJX$1763#m%@#IG8`EzsIWGx*q`XHt0t8l>rkOHLQE z{33HA4jnoqRR^e55PpH{2qtkYjAVjg3Z{l$NG=kGQxk zsXAmcxc1Kq()FJRk(Fzwv;MG*#PU*toYb_@&2(z^+AA|t)@JqPM-9x}-iw4u==it2 z6&eg+`11wrU#uEYf^}e!unjH#khYtioAS{Wr0JLT_I92@bXuhZNt8v~2cKP39l>TO z7d$+?FWkCS>zG$oS~|XMN&8m2siVN8YgrZ;k3GZC-1CfeCGMd*Scck>GkRt9Ag)nz z^B@MW-m|3+DqGw*)i-g7SR#_=1=K@c?QLfYr>UwR)1_EQnyAc+!W3B4X!dLbF#3@j z92~9&2RcDT+jbE<>Ac~AyA2ke!TJf#fRj`F+f`M zHrWOE{Mx-7_|beqN!%TO-3wYG^HEXD_mxqlb;~<;Ld;4(`Ll30_+|ehK3SKG$Uf-? zh48KD>8KkdRNR8%L-y_AIcx~BLMlDuY**Y?1L4w36kjl$A}h%S+@}ld?Gffc(HFr= z9QOD}5w&LemjKyw00#@OH|n#g`98wUL8OVU4PfMtW{#orFe#EtI7(5LA{{5zTQ6D- zu2|R3RK0eBNtlR?52?gZacH_BW|kc8-4*kc=d||4vQ?pPw;jUa*_Ht&EmAfPKQ(Ig zlVhrX8~%Slh5O?$oBrAU#OBH z_~AvbF_tDHqB8~`SDP0o>NdoJ-EpiOK|Zh1u3q^mJqCoHyfcCHS%6zu4jKSpD4V~` z=5gqYu3budJgq0MUoQd;LEO8qh(c3A7}hVVAqx}bU1&cAn6ja}{^QTrZxk25mnv4M zJ?GYlz?m{~UHu`n7)p3`>68uec{H<)Ub|!F%yx5nPP+|G1e-;`qFJc-YJPWzb;wd5 ze{{IY0pZ?J*thSF>&567Nkh}O{B?7eEpgSakH*QJk%;3?pw;odw$aMY%IbyX!Mq(? z&s&d}(?2jGO6_Rag21AwBmBdhgTv;}X?*-SWcH%f^P}7@=myTbRTLPP|9yRYTB4Ly zkN8tLc1p6U*W}b>W~iJg-<}q__?7=eO#{W0IsO(ky$#KRb~yb=D5`(yRr4eSC%=XV>gvC8-|?eYoHJk1~iT@Yx>1j8@ zXWDL*0u%cl`GBy|M73R2A@<7cl$4al_aD?xe3-X28l4(OJee^^{LS_DxUS>larVlU z_9Ft@;jvKR#Ci4TkwehhK}TjdkTXZjxNeVwQz0b1hlxf@Y+C0IyvKrdpb{I=Q}Ow# z5#4%^-}Ygo;S`*JNUA*2EJNG${paH}e!iNA*+bQZK-nnshRz;=Xf4ANZg5k-&$5xW+F}!IEUwrXud&*&hwCEMN7D+EUHR)SkK7W2_@zsv}+p1Ch`}h9|GnP0+AJGO$ zb@*9XIYn%0EL{JpkL>RA;txwpc!+4MJr%Q9vj*=knjN~OZ^cfXibBM||8*-qk4EW& zD>T2N>TlGsM~|}Vy87a*ew&?~#@cuCzArpV6gc8r`yU>nrK@`YzG8a)Mg4@I1#a=- zA#PRU^e=RBuNn34+EKiR*Zad?`}fPG$cDWxtGemdG{I}{-ZXr$82bqd^Yrq{o}_lK zEv=+OCsj(G;}6IyVrjWR{Ypjms-GVxGn2<7V-1dl9VjhIZS`R=;EXwQ9@44ZEuC6c zu_f!pgIh)NGHv?w71tK49GNlK+`I#$v;8MGKje4ad-lAC?G~&Wv`lcfHLFA0 ziWRVs?0Xma7zXwI)YN2pG~9m$u)bVM6#{gp;b;R@zOI6A2B-LJH0{G>dv=snu5K!z4LGO z5%s^c2?@JD#+u0Y_MP6^@31LOL`=7FST^+N8#Em>Q@lZr7XSsbD>F`-z$W`3;)0 zWOt-&@txDyd-X_fq~s%Fl63UlLp;KcP7TiVN8W5Jf+D_ojXsImFo@) zK3F{-Pi=aP=Cu@C!c(DZ+qP}lR%=~kf&pfHgb{uGt8EEf}C$|`qIX=D$?R3rQx)fFFTu#Q1!gr zF<=BSig%G2rsTZ`()r!(?Jov}G8U1pX6JP6K}cm8UOJj*I&?L2BoK|=7p9KlIUk;( zhDGU#prF;7b7sxjV>a|5ftR6GATtFerD?j}}Cs1w2jl&IxOTUlB4$o@+38~V7IS52-h9W3UoGdR~I z*YmJ@QRK|Z^tC}s|Gdcn1z87toCo?FJ$?4fU|{FIg9gb_5?hwM0V_i8`TF!KXT4q% z4Q@No$S&^7>T!5{)zsWvaNM6}NLm;sYxvK& zi`+H`BetZZUXVb&wY?Ot=K_+)$92++9WFM`CpX@gS=xEOEPv$5v-rWn%){uF#|%2i z4lk}mcT(I8j3M9H{kiq_^zYxldxr#Z5?ng__~e`NQ+2)y8(g-XYuo32@vq#1a|bKA zsgGJA<+$lmr*q8cyj2hEJ{cPT1is`UyMlmuhz968s|O_>KCIAuSPYyoYxeB3QBfUu z=|lGO!-YrX6qb$Yb6vKdnBa)p)CbJpmtLv)7L%!LVXLJqt{zv21@{x?EnMhD)DMtr zO@2c9d!|j_RV_3%HA8tpo7lJ4d=_S?*aBQ-63h;ThYz|~&XGx*`qCWhft}mLx0p}r z&J@pmK0fE4^yj0$f+_t(Cky(KL-q_TM#n=@0SqyrtCErzR0HFdZXV-+Q0?E}OJhH) zNKT92sbM57Xw|BEMG=~l~&{SgRLe~Ckd)R}J>-z{H3CEDM zL`7tDQ&MWxVQ=9k^OU8tWmWI(IGyR*__6ihLGw&HNi`2em0-9vA@qrgr-J^=ckd4F zk}C2yXC1KoC=e+qDjN7td1T8DJ@dMZ2#$4R>Y5l;#r+O6ut znL2-N{KCll$Tu$ez1q)lH-3Ci_SIYse+E`^2jY^(gE%;O?z-rBadpCvlUm$ z88c^ka-p9-^+mXR1PgsIfbWvD-E!Xd4M?kHq<6hAda$Z&#`*coC*m!}#Ez~0QIJw< zrOV;%GwtqTb2GD(_UHHT{`h0}K*tMkYx_w*nIht<5{M9j=hWmHdDIy-mAu>0CUv5xN-{l?n1VpNL0j*b#k zyKQp3IC}5tF_Q{X?!k!2oCAOUZ0R}HpvAXUw(Oq1+S*4oJj5zhBvl#X);J#Fb%ah) z+V0j&Yc=yIL6vlb8QxuH%BtF?HiWGkWcxjF@4E0Qyy_}Ftah;n$@}&Av0;Ro!8^RE z-Xv}vW_nN55w3lz8o5}y#9pU|`R#4H*nwCxax$}mOnYJeO2N5 zJbb1(fwjhtm1F87T|*2Pd46x;r;3v)*?Mp+h!os9b1c-zJ+%`%n#5KP2-=8?N_ z!wC*ET90E#@bn7%{1c+Dx&e)gXVPmVq<9{{G$0Ruh)GQ1X$k zO_&vxZ^=1`>CeLr1L_&M#`|dSTL<{vfDi7u|$_!;AEsD}}M>&^)A1&qDO&_fH|Va)j1gvn(A)bp#VNMsg2? zwIba+f}#H7$(*5fH?y+lF`%Sw_1WXUQ|jGDSN)E5sm?5sQE|1uKhYV$Xwmp9pr-zJ zX15m07m9nYUy~-!7-WM{$?scC+g0f)(~}skrm2l1v*Vq5?roX?@Mp9qjwESJ4#Un~oOCli_<3CdJs{z;C*0FncqX9pa=7pQwbShJ#am%U)kO=^SgL3lux;6266)0lPMMiS_+sA4j){h9{X6JD(h!I$HCPbHN18Uwyo$N@NC!hd7flvBPzxDI~WMYkX=ImLI z*#cuNd$uO#Bf=V-1)bg^*7rnclcmvPl`*;g_?=`-yFk1E>U%82TW+7}qjuSbV1*-MdqcNjYCW8TVvP zy8xBiFRpvYA#^WIngQd1CFIb&S^Ycpp0IOY+pa?|M@$~0so9R1j8!%{2e0Ui9a}Q| zaa!b2X&#I1iWO2u=d-Wbv{E0Vl9xf&y4<69*LlN}^vTlPeZi>jgoj)xVGI@?b7>#| zja}I`!2&dg98LdnF!G6Jb*~V{KZGXFv9Jg+R?w61dt_09YS{cdY1`Kh4>tBTc=QC< z>tjY=A{JGhK7IP$y?Zhe6;3aX5R?6`?wfQwx&8j=b6%&YE_TPxU)2lEyaxhFx(+kH zN4Fp|D>Ap8Nq_Xn(rzFX%1~|(Nlr`2c-MO6f}OwHH`Zr1^#qJY(iROjFM(0hkT-jO-n&?6$$2GwXNAb0GcAhylPIl=T8TXmPGO%qo z)q59-T2~QOgf_VHdk2GlO1R-a;&ZoS+nj%#_N}y)*PdUGJM|P3N(!;yrrGw!oW7I^ z175@Vw3C!G@9m7QHXs1mtS)5Ee$=F~M(r|UdpPTcKTIIT?SB3Lz?{gy zR_+xW8ozG%>DyG}yT0`@IaM`f+@=%T_wTN(ocitCw}=TvlxK(Lw)?*ln6;n$*>hr_ zf9d^>!DFO95h{v5DbS&1@CK>?!hHi*j?UwuMX4-5{ht;<AS8(Mcv-dv8DF+C5Z zZy^hA(YixTx$7|NU6u@P2Er77Sbv>-VN6RNJlqGzt5Vml-3nrIa-$iLoaer-!(OPE z8LhYUVxW0ePR<_s-5`2e-K$zT>dUT!_g9`_B;7SlmK-Gcg-!v7hpZV9Xy#EI@FS3i zZ8B-qvJ)X8Tf0AX&9|u=Ag4MwCf5$2Y=Aj09-M6HOY>jR-ZA;i+%ct_*RMaMu}8rm z?v0Vl!(DL(As3Us6VM3~y2ZVN6D;J;)9Vl{W3;rYwxBA z$MHA${QP-)>^>#97Cq|~;My7jmCc`c@J0Hn5dkXBl5G^1!3m}VRqs6(8|JuA@5NK6 z)%rk1{bX>DQcZKG~nIAmu4&J{%70|H4&hF{8AtOh27UOk*dY3$2xvx8~gUv3y z3kULC_?|~fOa}-s*3Y?)Je2dk^~-8%l8&eRC+O;)4DO~Uh_$+>S4=cmmkX2Tuhv4w z$5DHH!Q~k=9#C9@=PbEbAw?$2V$)SuBJF@yZV4M;`n=Wrft}Y6Q1kKiwc?|cY`+v4 znO<(qV^kFo-e2MR>Ng=H+kZHEK`NwvICoRb&8VR{M4?NUJq*LB|Nf(KC>dcdIfH$f zPct)d^tn^MJAc}el1Xbv$r}xBS=idqYx?!EFC%g1?6&%IGAv9jMfMpP`6QA7I*EMft5F>{t_Q7Y3f}iQVjhs20cD5< zahvZSo`_?Na_a#hdOKPrm?eLy!+qz=mWdRKESJd~MQ!?Vt839#hmUt!-md$ecyn`! zqWVDVxI8-4>deebedKDc1jW_0y!~h03C) zpjZgv@ra>VkT>Cy~VguqeveN{BQYx zJ5}$iFzo*@B+Ir=a|V}#9;kG9paXCg$k1r#7)?V`4f% zXKYT5>qef2Lx6j30g~C%R_Zby>60Sqcdce4N&O$6(^&2ISC8^abT{9$F^z6k&$z5b4`{<82nAFIkH zVt0^ds6z#9Lbvn*o(fxU{^)I9HzIFSLQl6}1Kd6p?{vvwif5~%k39)5DD3W@Kb=`r zhz(~)6ceNEUiE^?`vrv^aM>rl*E<;c9*xzoNu-kwb${$HmaQUzMX-1~B9mA*Wz(kX z#$UTwu9Le;HB|TNy}{^`(ms4pv2rk{1ZAoqw-`QFnR>;iPiL)8<*$GE=8ZCxA6GU< zx10%!c^$f2ehK{RS<@Dybdsyq0OzpgP6<}D-G}5!TZ}%i3 zL^}IYP=l9W_I=O}?_o?(K1~AW=;*k3@nZMInyo@IFZR(^T{UZ{MRGgIHtOZC8kRsY z-vPFE>(rC+M_E%gUB3cA{e@miDeT9t+Zwaz0k=EQ_>+J6tIXtJE9eTCxpfAA zTVYH0kXWI-=pfC4Q}Nh*5eL_GQ*Ro-f2NJP=a}s&ui{_t88zn%4oEfF`4#KPzF!}I zj!1xs&I6_~PDa1yRpG=v-~6(LCuEbOqc*UIoK#IwXe$(Y^~$KJB_kCeS!CmF+fH_N z)+I;RiLH1AS&iWm2hT*R2n5&V+Pa26mHYJBdaBDBOG^oH@RZ+vO;uH?fT7DhjLv&x zt(`)x6!P|VZ7-yKu&U3(@9J@g3X+x%-d^uiR*&qS_2$jKYuAQzkg-=onSr!%)5+1$ z%%ZA{MWSxYI-)#n;*TOT>G=`kASeLfX?m4`VNXnE#yzdCzfBbei-rd~kGCHWRqzkJ zu{!BpaM4%npL@P`ggiu1bh*wsd1v&t%HodyPYv$2YTdJy*T}FYwcgkk*U~$dS`$HK zaTR}eQuM&1B&mf3f?l36Yu40t>q@*@>H}>aI-X@} zEvqa4`*a4YV3=DHs_pc~Az|Nv1DnRBe%jEh5svQ7VOwy!5!21W!ygY19`tSjX|K@Bzd*;<`coI{wrfNmUf`W%4U4vs|e4>bJ zw{O2IEPWw!Xh-q@v2^FKbT5dd3uU!_cZOiwAaP{(+;Oj+4dp_I4O}%Kb?;(LJaGnr zrb^tSD{?cJr_2MTLTz;H-8*@Z+qgHihj5+ss*2nYZ~dLZG9Y1G{zG5%jOBOQukU)Y zxn8YxeBH?IM9yg4UFl^mi;=jD*<3t#?y6W{A0MY3%iG<^IXBubfBke`85c9~FN`ep zjvL?Kbbwr<$SX=Q*CJY99ck`L%n$h1gjqOMC@~@QbX*_g5T9TgmmR7zd@DJ=FT)DyZZa zx;I)%OVO?Ly1tQkds=UY(*Mg|6{ofuL^h8@c2D-vA$tw~HmF5KI{&Ic0dF8NDHUcN zB7|pdF z4Sx!}FcV8FVi?ck&`|3{q>`ipt$04rt@~NS8*1)Z$1W}3c>WN%n9aCtWYxZOsAwI} z3fpK~B;8J{-~o0Uzx|htbCT<_HJ4}dpg6?a zpP!%bRi?G4LT2W8lp>B#Cd40cS-h(3yA`L|(kn{TY|dHMcF~OPnSSii0IJK4U0>-a4hjlw~;>1K6 z-%LB_j+`I<@`%ZEOD&bYeWgK0d4B?z^*y4((AtXHUcGxCLb4R~H-_o7w2lhe`mt%t z>_po-Cc%ePudw&xyaI&`KV%4dxTA}F$C;$$r{BKn?gM}sM=3&FIu%Do0dr;{Gf7+? zj&rUuuQU7c4AxAsM``Q&wH3Ao5((ul=?{rdD{Y_6Xu`HuBB2!Xld+k*9u}_HxG`(c z;pDI|nUMdFtM>rsdhh>$Rdy<(Btk_-A{4So6haDRgsf!Co*7Nzph#AQ3d!C(D+Q43gBhvP8-Fijy;`(IhEgBfbQ_wU zoHUKiv&g#o1@p{+Tc62CaNUmz-vq(SfvU%FSg+ob$sAko0F-hv5{X9ypVBV;0Q4U8 zt++=BQN#1+%EEpAmC8*2tV?mnAq`WhUIZ-tAj5&8Pd87!N=cyt5MZ@Asl%msVvqUf zmKM)_Zn$U17!IET1oVXHrLL4rlQ?a=KLdVBH0Lgi$eLP8%2RH~t+4Viqsv~ZPKyg5=euA;ES<-Vc z*x}k`OwxeX4$=CK%?Z8Vzt_2C01wBORIss`Dqb@D|G~r8E%NqLW1!Q$!#*B$WqbXFUuuj{O78eFL4s)~f5+hFfcHoY%fbWxBjU*H*ihyFHUVskp88i&6pMs%DoEixRh{h zLJfk?8x}@apAYaK0RCl}v4cf=Dd`Zvhf}y=B=3uo5@wV&z_vRv1Z+W_{HnzF2wA-i zGkg0lJYa)Rh*jU;GY8rF{bQvbmdQS%#n<;5;tsDSD7zy*_#*cf*!KGCrn{`B!wZF8 z*R;)NW_r-zI@`>bTY0u?nf@=Qkj?WLd>7VKpJl0-urNKUg`PjLEX>TeCCUj75%OZ^ zxR|CE>7T(mxUw~7B@frk*q1dc00*+b$cb$v$U_=%*?$R7e{)D?bBFKpeP7~(t;1d> zLDov~R!1WB`Wx-Etjx^*o6j(#0@~%OsR=FK_InhhP<6Y-dY=&&FHV*9z!!o8`z-Q! zPV?2**Qex&RpQ;?eUoBLWY(pE=P!=RdjX;^I&qozDWnWm@lFe1-G$VGK_a`&_7ig+ zbKY-2P;`KqIkECRJ97Pra}GKhiQc2&#l6ZEkVIaOy&pThfj$-u4xXF;^$cP_CrT8o zTPP4jIhUJl3kb~aUuqZn8Z^6*LY{MR5y5~#C?K%@{clBI&fXOHi&=ri??*Fsf3Cp% zWg5^$`qR%xFXEP`61ZM!zsiqw1W?srVdmjj0idcN*p60hdYWQp(EQJ}Y^}GbwMb+6 z0Q0Ve?q0;JPx~N?!A05PuQ#2>D=mua?VQ-la9u+`oVaH|3)~o#Gd+VI1UU|={pm7b zoyeSK!r@4Pn*wz`nY8t*(Ut^>a3wxNc*MzP;XeOLa>}9S*x$dwrz9mObG(_@*eqiC z7RH@__EDq&3z8B~p`>Duk5~ELbN`%|D;x8nLk4Yv$F>5{R6y$*qE!p1^B+Kqa(^c( zb2asFzEzU#w&T1j?+2x%1XTQgO|16KeM0sQ|E| zI0b3Y4P%tB0!l%$uXdN44ut`MLCyK>`STB`d(p9C`k4v(C+Lg*X)q0rMs~73zbo}I z!`E$NXrVLT_ocSqs>LL#%)-LouJu@EHaT6h$YF_f*gn@=;tGvX$-o*T6m%k#CVBK{ zb)M^Ib&npi%e=}*2rLA@Y(dKnGaLnwLy&j)$|+HnFzz7-2LBP`v7w*5sj(tzZf^bs zT{5bdP#b+a40Z>oD$q8uKkc6Id`t^9g)38`w0%#4}o z28w?d2>l?8Cq#9$8{}~@IH!pZ4vi?;SI?@Or;1H)82C(AxX%2H{3}W~1K45^15x-p z#t1101_Wjo(4)y3M8uGhq!Qt@8AYww$*-!SQVr+>B!1rEEN<);bmV4}7RW(AhaJ== zQlvl4pir^S1i`3-GcAeSJ}!c2!DSCJn%tRo1B@NGWqh{k0~6pmO&1D*q>+%6HmfE; z;Q%Es25i1cO>G>q!g4+&JOrRoLqkLMG@B72z1gj*lC1gWo}rV|DT2{7PgYk|{V}@{ z1Pmpn*@gK<>GQ7JI3aML*fwEnibzIC&!uBY$IAG!;S1f<5x+nw8>i8g_C0uywC)mV$;L3Ob~;iBd@ubJ}1 zftI-F;HSQaM%x-13E(Yq5Rx}pl8e z?8*z|U)t+!p?^ll@v)(y>&pg4-x5HSZD0A+DLTJq^P%5g6Vs?$(My4Ev0aivnDXUu zZHRvnbB*Y?`%pDvw-B5h5TW75eW`xe7@<^cU-q8)cmd#pO(I8nEYN$zOM8!hizn6=Ivx||%HB$@^g1QVuHcD;66tp^ zRa1Z2P11CnwaALXrp|5mVbl4PE4&38LI66UrOyEW#NpA@9&cr!OFeIHQC7PZ=_ICuZ(C6hdO(u$gd~sK=kkwRpxtUnXKg$qm%W!vc zaDM^!g#_!4w8#@O%itwiFYW$9k=bE!lE3fD9+*#aA7dsrsMM?oN!;SNC78>7G4qsS zH;WM;Vrm3xZp=MOc&VKxWxnyo+OSFv0yh9ENV5C@LQCZIgP;F#Vk*~mGcz-f8POJC z>_^M9GVxQVoO=C=;RExLahh`SS3w|5bbnS`Oe3a}Ef8}4MmCAfV zR#aa8lT*bN1(ykPRQ(XTTQ7sPsgz!;f*zfP7{jrGV$Bup*%8kQC{~9ocJ0|?*C>6A zlXCz9HljiT=^Yjm6ND<+{WQ-2PK)3rPq4sP78lbD0fXZW$BH{sV~d@|H3?drIHqTK z01S4u?(2Hs`#*%Xl_MV)woSKlWrq#x-m54j>GtohbDO%|VVI|jE>b;S(xHeyzo4Lm z^kv}PyG7pSKQPRaDEW=(^c=UOOzyNh)FU>2Irm zsFsjr0ceDl0>=krJ77%&$vc%46wpiUMgxb_fDmRhG#Gy>ExH6G2jk37ii%R?bkSfw zG^WrRBef;XV+$u6h`fotNx6JnToziu7^fEGM*vUK$IDQxV_PTp@F}9{ly1_5rrkiC z{5mo4D8cMe`>i~Fxt1n8S&b`K6u5qhbbR|p3XTvTEUldyodOK~M6Gl3;N#AmQD1X) z^o|8ghe2WEevi#=1vUhALzU4<5DVhjlxQHr9fTr92_b|_Hot2td8=J}%v!^(3Rf&g z000vrool##nd8HJ2q`RpG_cG3Nv~gfNcj<56sjwz8&U3n06;dq(CkQz-Fqv}9d^ix z0z4`di9QgWXxj@mW27csMrke>3AyAAeEn9_u6UQIG0pgf=G+LKjM;Zi+Zj&+afy!h zYcSo8sht3>K|C?-m@NCZUb&#u1W|TeH+|ET25?>U_Iwa0a_oKi_U+ByZ5x5Kn2bGq z11){9_tnjxktn)}R_*d-dK_aR;4HA%?3&swP%Y!Vo|KZ>712Nn`35FwpxLpz<-h&I zy1vKKw1FgqG{9g`z!I`5{C2I~bE~dXDTX8XGM>;{JpSI+q88~-$j7jfu~b1|q6~A; zl?sBC?iuQ2s<-5kb&*(kSi~c(iy+eX&+Wny3j(IdAguL9Rv|~>#S0gb@Wp)6>t+S2s;V^*)O#0){%6H7 zSlg4C%Yb6WxeL8BvOczpQ$5hpj(DiWvG>wBI>nbSUxIY+o^8R%1j5Wfbo=O_fX|%g z*vlg2@hz>g2`H)&Y#g8;oUA8iW|T0-zW9AL;XW$#Sm1>w*(3(~K=_p%08JdES$+(b z7z$LeO&Ku8_`{W^Lh0f!UZY(=Q+T6P3B1YLWC?cIQAnL2??~o5dNjbnzt0@&%nuiM zbRfJw-1Ds4GN1GYwTwy_95>uJq|3KossE4i)W14f&H^0v7(!A$ux0=uGpeJy2H~dT z5oE1)&Uv^cQ6d+l&JbV=P8K{&3jU0J4;5k@_w*6 zU>(^!Ufr#V$^&u+dul#3I`uFiI6xj=;dQ;s`hQ}{xG#DiQQko8rnV6aC=VABK@(oQ z#eSU_-i>P(4A?Kt$gr?&DOZ%A=8~g91CAVa+4Dz_&*D@F>K7EAm2ex%5f-Kx1Wyn% z&ed$1%utbhvty_PlmmlVkK^ksMjRAyTPB2z(aWEIF<`3WGZXNB!15jEac}s;&|}^Q zzE*i7OU&%oI%HpSV{Z}$+tg*8spFUDLVZ=^q$V=8n8pf%z*kd}Zhw1)SIMOTHwu8S zcM>^VT`a(Lp|3;DRR84*Ej9=p8Vkm4y8#@)dgP#YT~}9`DTj*02&gvXI=}z39^ily zIo(7H1O{LkK<6xg>nO!No$cadV@+vTNbg|v;XkbLskEYDJ>YABvXwlb$}E4u1yPOm z^CK5g!$)NU^wqKu4haqh*Hbq;n>obFg8`*_dK2@Wrf{7C$;ZZ@>WqwwdyMI=3H)0J zvHDSSLHZ)$KZexjvd=i7t-#yrGHgp-)~#7=b%kQ)$NW|Cp^kDfvL@C8WKcR`Ma zKTLRDz$#>UF4;zPjE;=JS8_&b22{de=;rTGS|+A3#y)5?2w@xAGNR#HG5=05680`1)LVvn8ZUls=o z=yH+XYui&qsLAK&*)h6|SYvQ1LG(eQ5QihCcQaZ` z=5e9uybLHaRP7qC zga-3~blh-p`JQ5U?8J#(Sergw0z)&AYhBUWTz_9D#1RrYGXAI_)F;lN^R#`s7k`|` z)q}RJ*E~sGO>J@Fz(a?-2MyQPMfkUdeP1RPQLwO5WL@~$Z-1s|@W9$_#Z~og)@?>M z-7+v&l`afC=9lzNS-hsb>YUM2j&FG#F7V2&Rl}{FaH!w57L94e*fM__C3jjU%O zLS3iuHHO?_gaZoqLPo$DEL#)+RB>t)n4cVWUg6s4I_8g6Ga7mgd@GWKh6xu7mcI3h zLsMfTA+0gdZUbrAsHjdtf}YrI^>5117K${?IKlZ6+^5!$=V04}Mv&l(M1l-nY80LT zym7bJwr{ax7VD~DPis@X@Udg&S_w~4df*GgqWI56WYh3s=YM)iC~YYry9_&@Yes(> zjTr&DQQ*CzA_9R*dcS%b)#PFgC{xHP5Un!oxQmIEwGL8uuz81ipa;98rF9pd@J$DH zC`22FYBV&Exx7YvrkW$qr&hhOZLL5#NmMM;B=n;Y6eqYyXpI9Jz@}a;T zzJHJico4h5VG9@fGSb-|V=Q@;#WheWeNgk%VLaVQh;eXQpu|~eHp&G`h*W{YQB8+> z?%lhGf=NS9uVj3v3s4kj)q2@1%@hTATCgj0ytj{3ed z$3wAv`1UVMm5G4@NmP^(C$n0|fKEoqgv}bJc?A+R+99P>oyYat?$CO|=**m@(<$epst5dABi8KyuFIM3yYxyy z{^NI}3Qw^eGpwIymtSR+uTn$a?^@!Ok3+3*qqlDW4DND(%<_(3BO^yZID)~yk#&IB zvp$PC2?HqRuMC;C!F)6bn;Y605%ipoAlo6-)N0ZDwS(%1U;!bAN|r%krk=2T3g?15 zzxxHN|8b(!czU<+=hT;1V>+dAk5#f5i6To(VR99x#)x1 z!4rG-Lu881S+BgC?tZo3zxd!Ovab{`0Q?E(bHR%R6eBhtK|+x2v~aqiN*Tlt<5%H% zot*qKDXAt|>e`hnzxJNTtRd(&sc@j?8vN%KQxO-19ub5q5UQN_6#}%B#QC=rkOvzd zq~VaNpjL#N7Kp|@wKvr*zMHoTW&jX$q6q>ly3U)ZhXfwNCkIID&4t-`fO@A+pDy}w z8Ddk!rVlxgxO1Yp=G)&i{9|x_1yUk@`uQCOFfoF$pL7_0D4WzaHv6lAzHVp@P25Gx zP-I3AVg2(j{lJ}%qsqE-L7ii7`r0bvJE(0c3;CQ7&00@#GFt?t3-|HkdRm@G4iG*O z(BO;XQaEB@@hopDt2WO;p;cw0=nG9ShlYkP{k729+1We4qo|zX>v$n+PXMJ!{6U@f z`Y#(P<(W@^K1)>n3??#b>+6yxGM>i9he7Zf#4{n`^ASw=70YTUHhNENEO&)&(aT6K zGA_&bZuG%DlcD=1#(pcu+-tTsVQ|Z5!fv*DP{&t+3xJrc5*-xqBK(VI-01{9Cc?n^9ij7#O)((X`XSW^35cWP!Gi|`U2`Jl z0?TMhN&k^N-Cfx3P}NoR%s`G+M@3SpY2g6TLCYeipdcOGoiTi1h+>$KQ{fC3XX0FN?OczU2c zAmFXBB_t87&m0Y#3V``&VkF!l~RW}%S+goFm>2*?Cf zf$%Zcfs_JdFjn*Twovq^sWU>*VF8m6lDm17aKm83{(sOvnj-lwf+Rvuvo;8YNb1m%p1hhjKs$KFDSFQ7Mr zOPLxw3Gf8!BHiYW`viRWzK}cYJa^|4>xXc?fGsW<B^{#;-> zB`Ruyf&zJO5JO>d4o|HWZ3Vn$zqDlFYg7cK2D`N&J`C0qu!D+mon_z6jIGDzb`+&P zeZTv~q&MD7EN^YD>|Afy+T6DL%5*Y4ynXb9I-XzmxLLBHxkwD^^MNOEf;jBZz;MI% z2xl*TtmXI9b18Ui5O3GPvA+WZ0GP)Uz4hqW^@|*9!wy+N+a+LFUIVcvzkZ=?j!fAp zm=6RKJ9V{>bns@Qsm!NTUr!r(Z7ugaSGif~$1Q3GAl7p3C)2 zs6znSbHYqOx(BGZ*UE6z+xPDkp>}G@4w{DDD(OvI_FX+=C#P?O;T8f|z4q{DfGpKI z^wYJ2h_W1w`^8V4*74ods7k@d!(sGinQ2-(*)z{8-7mJOf(sMdJBw8O{`yt5IXe`2 z32z_UMi9<8>zP-haWsH>CxqXlD;Tx;5RSL0=F^OmZIH6{nW=_2kemAiJ+4=1@a`7`>H|h5uIA&@fUHX-bM7l}2B9+Hw>#zD& zAR9(b#kapECo8#s#}0^RVtX14W@=96h)9&oT$L`6rB*_v&0uKVCJJ3O5Sz_*h{WW>(6WHGlQ{AVrTHq#p_2vx)y7FptB2896riqk=q~v52 z%nZbKxp=V_O}Qw?3z-8*PDPK-&dEuJ8v!gJB^8w%&<9{M+Oc2c9>}0^RD$e_D1_fD z4%m2pxcvPGQNL}?bms-lIRmi*>wTMwJYP3GScQM@)-Rs(*RgVWA6!RALH4yGH95I< zsOItG#nqLyREQGx1^m{zm4X?US zx^00)rAtGKbNkh?f{P!`UwBf_SzrPFM%S;WN0@rcHx~8k0#BOfFom*8y`r9{L-~gc zM${*W47t-XN+c5y!V1~**=ErFVJF@J%>Z%J5quS(S_a=W%fGi=?DLHCh4W%nk+#l-pC8_uGqg z7TB?A(as_A&K>L7RNvnRGEkoi&2z@a1NSVxpFa4w&~+wW<;^`XV$iA2>QyZ0Q9@e9 zOHWA(wB;3j<73qS|Ecwa-rK`>!+l(8&J&v!r4AY^hvL4d$jJA+gAo@7a7 z`EL0{iI^!Wf>@1>I-!PW;$6h=Bek-7A`8v%8n)a zr670DH+_a$>)f|^uvO1gMkt^pL=cp?#x^zHr-SM^ z`Qo(qW9f;xPO}ieS85CX#b@3dx&bs$asIu4G!Vt{u&}UD%bOg}7~x4xjk}Ov#4JQt zn4R4^eC-6ZCV&B6(F@(_&cPDlA3YDj%EkSAZeSfF=EGTcQyk|Te4;Pq4rQA`bs88O z%ksts$|B-0e4{R`XqLbO|^1w9T>_9BGl%@j%`kk8E7+a>TT zefll?sP8uAJpZp=1bq57{6Pz93gOzv8Z!7D%j8QDuam7Gr8TI|TmY~P+zyOpeM<&rZb_tDlpEPA_SXo2MwZ$0=(@jQI!` zgvUgex^uaXk9_73Zur#Gz)>`1+tW!tM8<65V(s!Ng!X|Jdmu;d#Aem`>Va59qXd$U zUT)X2IppLN+4pBXzHi5mhi%gk7&`NVAv;k=BI~71+y}~#==-@! zfG2U>)HF6yW9l&yV@fT)iKcuz=jV)oES;z}xvG%Khe&{{;qmlu8h!-_CpPv~1A}w+ z_9tJzc{8`Za=Wo&4<+Rt$hR<&1LYvVxPM||RICy(q&hJpV-K{0*x$&LQ38)VmA8k6 z2J;jV>4=TI9czR?qX=x`Nl8f>)a)oA(G$s^T=B^{;X50^Mp(enOXD`@PkAq)+k$!` zv~%NqZWtOzB0L0dBu|HHz+Mb303pnR`0qbC7oid>`Cj3(Ar6HL{>JSfxu4r==VU<~ zqU|DhTTU+Dm-2*`29wHG%cPhY8I@ASZ=8j5?UYEdc>EeO0d#-*6sVaJ2q72(*ILMq zd)^2!on-@1h-QgE6+j_@FguLM;*Jr_L!|RGdj>hB=Nch^|L|cugb{dR|G>=Q*hc`j z%gbU|I#4R(9DKIYM!|IG5GR>A34ZuV5EC!k#?H^2fSZQt4a_w7%j*d!itde_u>Pi8 zX`D2G1N-DMEgE$oO$>=iUvFmS=PUBSp2N-lR5|R)lV3SYdF}!yQ39aSBftxC3JSC} z09~LS7#4K)MsbVk9-sFJH#a2+qBY&lR(c;M@jgL%(LqU^pb!}aXs6wUo&|ahvtfI3 z#!R6b95m&%p=^uWXXAx7LOck5oIsxyFNSQpbGs_6XID}I(+2?XAHIEi(%VUtTujwa zJ5w5Z&5>OQV~0emk5}E3S|r9s;N@>ifIx7P?7?@3*`M<60_5cCFcs3WumodHi1!vB z98XYmOw1PM&^U(}5B4(rQMpZbkSW_PAq8IeXkm-l)dj28EVPy8`aMVaPMjD33XheZ z<0}F&4a#n~NR}7MP`=&QO3%+0bZv~Mq@l^BxC(hCbkNTNqg*J0b0j(8#JExO(PPAfTbnw6hJSLPT5_ z1j|#TWWM<)Qg~?)L1paY!;0h#_{*P6odf%i!q#nV@x)jsqFrej7=C@vgIo;mjmU3` zxZuKKV^voUA)=LXvwh47mpkj>ZSJO~q>xzQh~GUL5$7mB{i}$nwElXgg)m4bX=$~C zE%0Zf{^@thoIrNMg)sZH^6^j<{|R}VhUH!l!O75#d_)~Ud@?GrpNRyF1EKe#PeFF} zc6=IG5Zt6*jDbZ6bVePNxAPO9fIyE7WOGDP4g|ijtcHYShH&0S@=>-8|mL>${yAvQY5d%+f#{Wsk|jQb$LI zshxbHp`kmvha(ECoa z^<>B!LpL&Ay)wusvw4c^u(h6{t&L5s%to6GVVtJpaiO5?9~kpkM+WyIueiyxJIy(5gs&hx$zg;5%lv{b#(!e-@(~{lNdnHrzg@& zmwuLe2O)Lf26Uw841n1}?-}eNyrX*ek-ZOJT;ZjvA`<}(nomO+&+=SxVavnr-e+VGZv8n!-hIzVD29%Sad)}>mYFTa>Oj|EWM&4kVjH$Tj!WXwZ2P@P0>T_M z!jq@ID4zl6{_fb8ig*{WHmKE})I<2`%W3W z2W~pDvg_&|6?nI(q6104q9krKn##*N4RirGfUSG;t-OPH9a0Kzd{5>uPp}IM-|jdr zu|kc;5|t1cgjIxCeY#fybdF~9#U9UHG&HzP9vP5r0$&9Y?&vAC0Pjwth!Cz|B&@vI z%MI@kRgu2hsu#Lz)Htk{Q;dyfl~Az_yIt4T9&vK~s_l(jvg+XQFT1hu{UJW zIQ;O^uLYNB@iU&q#wNvD;Uva+V=NLw96_)WBJFJEnFb{u8~zGd!&M`nJ#CHv20ZvW zNp4igQR@ zvc%D?P_-F4qr+>$QfRTV)ObykcSpfU+$LwIGd+$QELc zXqW|8C)CKh_5^TEW9x-Vk1kzT;lmq#&GZoMZ%1GPKoE4blfzMjGzI>2QvNfLClaY} zxWM3A1y>gUw?i=s6g)KG7_FnAozMkXT;Ys01^R(TrY4}wVGc##X^(?lOFAwhQ zu3&=;8pyoyXXNfZ@wGa2P!MJVlr3u(5TNCbvcg#g+9KcS1C;&|EH6Ze(8GO+i`3Yh zsI)lp`Z_WUQE6OGeGg!6@6RZ%XYui`ZH}VO#U-pKe(U0~i0WS>Xym2XjBY_H592z4 zQRV5P+8BU-HLzy?y^US%ZqsAs<70Dvejn?cN!zpFc9==KSiUjn`QndgYuBZcubUWi zY77}0u(>!}gNG_e0g;ww1?vF8#P7&aR%nW)L=gFtu5Fd^tR{1fNS8!#+#*N!W5P}b zv|qZ-_s2pny!QBOk^+StfsFziYZc78I+-gFRV9qVc>sR~m=H8&D41$+*LaKDhxqwb zIb--NZgV1hf)F`kj|_ACLEZMF*tu!b4sku8{^3*lXH!H{GS*RY>8=}Daam=1yB4%E zpcBGrA1EePp^h;lyKVtS@(7t%4+3HEPu)76E%CEWg~g1&tpJe%jSss)kWz>vqd*Or zb=7(%O`nzVjR0HySX2GWw%=d=5KAd=gLI;_-bnk6Yff$8z z1kRLQdAc@Rk}##9F8DFOQx8!l_*|U6nXI%T@YW)py)vEp09HtDJv^(?Mpw81&v7n9Xo&uw7T}38W-y|Sufl>QF6B3? zrC)E>pf}FS&X#|sRKEU4g}@#V5Rpc!ns1eSed*w} z5On{`#qIhLx3|q5OJuSe_n3YCp2F+!9x@&Ee&0128Dm!Q>i3$4hUyx^aAp%qNnqT# zw(`Fg@E%uXG@Vgj!nS@qJZy$Lwo``C{DGTnqps?aL#`ogv>+^TOQI`uPEH+o}8qEbA?LF9ni}xYy+@WR&M$L&ew>FB_6Ex3J z&V6gjrQ74wD9(mT5Z;X3U=SVpG~an^&(|ogtM6eJ$Fj58bEBX(-`UBD zHkI|ug4RpqKgW=9mtP}k&pw#0{__Yw4>=Rpo)QLu-@(4YR7n;_oy_aY#sVb$p&4eL z!%O)mj^EgMjDoZyV-&z$K7!3Gn>e~YkB@%d0t~wz5 zhKOWEe+kKLiK9$Ddm?tt{cW7_FUrf~la?*BuFhh)H$GlOGX%UJs5e+YdjDFc@0h8T zTXu+mJbf+~q+Wc4`ULVSBX@%60e)#tgL&6p2(QDSZ|L>G&k#W?G-= zUWyKz-Mo4=Ofg^EtQVwXFO*_hsmt%qzSN7$+aWwrQBgtp=;*%7LeJz<`fZf$MO@Y* zt{t`egKCFnnp~!*mTA|+(pSG;&sgo>DdvGJxz1sBk2-;&t&Nb+tgo39@nj6D8rvPh zZb|Q_B!y^$L^kyvF37m-m4fUEcS%;Fx3B9rLBzrU0`w{Y6aV}4Kn21ysDR0_?+s(x zZzV7EqK~=1FVn>zVkb$rSrS}e(BTuO41@#uPY;wcOY`}f3`y@Xcq;Vo77#)!k3`91 z{07B=fd3P*8^ChFq+`Mw5{2XW$x{_S=dj%L@Sdec;TPRO+E9}qMa09qDpUC6OqDPw ztG)ieMO%?(;lg(hgfv72ltU{7r4O#iw}o+VA1Y+-Z#uOv<+#_n-B}vcov%4{g!uw( zKdI&a!*T!QtS=3X^zIHVP7fm~u`eQ3KA2Ar%vK)SIU+Td2v4dZ8q87O%~8T*OGJ`( zQT)r7*W$lFdo%q8+H*0KXYfZK-N3;Rg@`%?Mf_UK<jKV@W zrr`h-*xk#ySNR~9=du>!#8r$4X|>})Q=A~eZLT@@tT~uZ+Fz+vI2KWLD{s~GbPxjY zAms06+>2rwd8&^LQ*VOwMhG+QcBRBuuh2}HWoVPyf7}1gdgmu=`a*5Rxw}<{p?GjY%(FJrj+X~FarGY(zAd5k<|-FwqV31-}UBh zj1&)ip_)?^>K=qNA23`-K%%oBi|I+hM@j;!IFUsK0LysW43UQhiBf@`0@Yo4LN?LP zX0v$o5Il=YDn8w*_6+;>p{}mBh)=i@CTV15}NO-g2c!8Xdwr+QwK+gR7q=n2560cE-K8IC_kjc0B z)Q#hUP9_W}e^FsgEyi3l26FWw#R{WSt3l;aPPN?1^9PB;&Hdo-61>}%F~_;MD6o;9 zY(_#EDP=g-W=KUzIot5qK3Q|@iz`<|Luq~_YC>e^9<%v4vEWhawL%!%9B=(d{$q^J zA8GMBRkfOSq0=UEC#SqwvGwk4P>0sfUl<7A@P|X@*;^UZoM0!U+-Gp2z_b@Q9*v+9 zLWNDxvBJV2I+8w0i4LF!%ReV{kFQ%^X-fP-+n9#{#o&Q zQ+M0&p-$$?3?}?tkPbtuuUz4R?)KKLTlqF?XhpwHU%=y$z#%4uosI~;_tsl@VfR?rPTt};LpArj|! zB8o75Hze?xv42$?`1k_k3P)`mkPk#nbf^Y64XzXgB{~|RSx#!XUg2|5^H#WWGNe>I z^RE_}P-5M*v^;FR31uHnyh?$6#01y#<4q_tK&LJi-r(60zyj+!3WYGQ_;%RDGoG${`~6o>wC1%-r^}67)<4Aj%kNX zZkYEFhn2_Qn@ZnnaqFUk4@`1ElLIFJ!mS-!WO|_Cd{cj$yyYk)8Gu1QuoT59gn)C? z+`fA#YR=&ISFw>u8LRPbVQR3X&^{U5`QA}E%< za|8ecpb@C&)#751qlnnmKm}>&MG2nRy33B7+yaWmm+7Z+3kx5hJ0uKZD5aqFe6uS) z@sIIEb#-Csce?;Rz`g0)GC4oFA8Q-A8C5uP<{$xwDtx+UTpLv<&Cj}M_S&*WKtoiB zG(U-aal)p_zLJfR6<^@BJ#|0;>FRiXXIEHZb$&)s(=Q0p`GP03ms!gZGAr~f;!Y1{ z-60Z(gsnG!0}Rah_9e&`G$6g7iLW?X5q$h%!~03HRdKy3xe{Hi&aS>vR0%v`LkKc> zlBG|)3$={XKE0XoXGR_gdCSU@02)R)fdw;X!Qc{S-tZ zd8qG3hp$J4YyLFLoI#m4K#;bQG z?I6f@^)wP@#KGOZWtA@&NR2KBa_rW@@62!8ZxNkoU?6R(zV+Sf8A`6MqQioKThPBA z(z*iE!T-ntlq5V_QrqsB83&jQY!6=kS^g$3@2ST4CElk5>yN6Em1;M3(&8pgu<@`* zNAYP~76_T*ze4*x{82ll6J~OsBff{|z9C!6!l8o-kd%yU?Sf z$&a)h-of!k;QBW{%{p(@xJ+>u3o7$RK|3f1#$)mgehvd8qlEJbM5r3Bb$9$1%m~2~ z(U%Ye*zw~{w(1Bw1oHL9n}dXa<)K#uVIYsds3T#^PwkssHt1>Mm5zkTa_s$j?4euR z=j1eM>UV3};N+w<R1%-u_i0+&VUL;x= zj7SS4@xclQ<{5tWOMaHBPPe;@i%TCxYfs&NAg`Lt$ddxIRavp#RM8n=gP>@_miVU0 zY{vu>Ar;CM@Pb^7CxSU&(<(MD&RP5)A86UpKy|xN&BZAmi}+Ux6B!vv@{Yn5lJ>Cd zPd)H^6LSVM?bVRN)mGI3FP^{Zv7@HSJ0_^@@{4Mth_2_Y_{>|HUNyuW<3w+>iK2@| zd+@e1FEcaqsNY`*DTy#_!0%Pl1X>Mnd%*6Rk=)xo<}95wz{!r0e(eFfNg&U-L`S}_ z;7WoMNuDxO+Gkx1T=kgtS`ZSAajt{GrrJh>hq3%CLS5fQ3?&Yl#kKXdNBDL41kC(Z zF*dQS${CjoutC!HDl96fCA-q^)M73x;w-*~jNv}xk86oEn&d;BZ)v6}5_3^Q()sT@ zk*LkbK|yB$j3BoA7bxc(s_T#Az#_#F*&w@@px^J|fgwl)~Pdw1^Kk(y&!TU~{R z#?){LX(~jD?%szr$#Y%;IdOuG^kNc9#ohO8>X$s&H?Y)USDMb*q;j3)PF=DRibhb) z&rSj zpKfq<#oQUh5_(SQ0x9Q-0EQ6>XeAg)l(f=1+zdBw-9o9#IGF&)*8NBQ5Rj{~Z|paT z#wn?s{HJ8@Zb;mpoPxYOI{)89>Pccj0TGfWy{7uVZb|($0;>s)zy;EqZve^@14O1C z+TyH57#%-njG&uc^HI2?h8v&S^mKpn7A_0`;R4Mn%#Ii8q2Js1AXzlMYry z_%Pu@0rCSfuvw>Lfw2S_+1!gyWIYo*hJ~wA;?6=)$d|zoPYr0O>e+w55)d?^i(qp&B#QAT zJI#-cuI9~aqtIRz`Y(V=kz%=T?;4t-TWXdp;@0WCn9 zf}8RjhLWpXp!*r9R(0s=9+rjgbqKPpMJaUtGqaw3sc=^Xwln1Xx%KpW_nwc5j_-&4 zB# z4l-P8h=6ox$f_u!-j-Qz3F{D)U%@sKDyS1NI*F%q|J96QP2??JPPGYK@o?UiYIb^i z!1nVkx8_;$ii;m%W&?6YYbHXH0sohJuMsg=gk2Jo09zu>;}IrwD2XAWLx4F4v&}L}*7ruMUnJpwkzqau??~IBKSSJ0IcN z!F60Bg#*(Mkm&TXTMUHP#9F#SlA7q8g_{f5eu1|wEM$6d%G?Y@E~@8;m%XS&fzy3B z2!eGNh*cueu!D2d+c?;fB3bhxl*`>i#IB!-x^yD#W!v~+8Yk~~4E8|-H}`%Sy`h*N zUS#rj&dY;|I66^{R}I)x-VhXlKI8}WhrE?c&=^$G?=Vek`O1f8a8Lxz3MB(PLF{~d zpQe^<@^lG@XTduC8ePEWJLihF%N>?rWIwV$h{xL%XW8tyMjXn0^2W&%KUo2 zKW(kM(&NrwL`%jlW{Br}7d}8^tCJLrD2CAbqgUF_c(0y5;gcas@pZ)?!!0LqbhO%&dY(aiARe?;Lv{s#BW4SJ@9HA<04Er3OmYr;DE5 z?Wf=BG ztBTPk(${z1L#btJZZ0SIYi0l5e`(11c%!v^9d|sCO1u{2zl4;6$j11P$)LLD_}*n@r5iDru54%?jB7#k(Co zcR7Zj{>COtI!Boq|H~*%a_9osQ<&$J-L1X6Sb)!Rm@fIQS9k^AOVuu2Po;_oX#310 zBe^@o;G>*FEz_^~CenbVu7{2udMR|r86Me41h1{FSqA)-5EuU^F0O3K6HRs%>>U`b zbzy$(I$zl>q32&#bLkgc^}h6ok%-(c`^jb(CpX=tYA^P=htZ=fUc~*vOAVu&H$SHD znuItHyAUe)PSIwBejt};`p=q6dr0e;6OLiEw3?Xa{eMOFyxO!C?oM#7vOaaVWR~)g z-9Gk;Q;g(^+u-5LZMkJ?TJ!Su=QaX>^iRbqLtx?D=Gx3!(yB3Xb(4#ek*$c)?eBYd zdJX~1Mn*a(4n%0Q^j*5kyjH^dC!Z=OLnKlOK!<9ZAJ!}iwA?8SzWl<&`3wriQulds zK+CM_hiNHcHr3ay&g!y8=80x1nayMxT2JYxCv(1Lz`!#YX4TW+JcnJ$^VG~{!mxPp zb;kr6!9hkXA)Md9ez-&b3;rYe`kv>Cz-H zbVWia`s;!RiNK7=fQ`YPcl(b!24!n_rIFMJ-H!eF470(LrV`QGEsiH`Qnw$dy^)3H zam=jn@){s&;)??CE7>C@h8V&pwY+|8A!HjpY;8# z{L&*>TG|sh@_hHZl!fz+Y6=bM+hfZjLo1D1bZ*ZD&U`k&T>@t8l8%nj+u-APrG0x5 zmL?~M?e*>D9;*!AJH?2AlvjoA@?C--&s;c*ZO#Cx?p^F_PGX`wM*e z@k7KRFS%D{#W^4tA78vQ%rXPa!#n` zI;Qfj+uFWYx*_p<z?z9+u5h?Cu4^Y=CZ&?%dn4VV zZ?{sJ&f3+}(sIaFwbOH#JCj?wf39s^POFFpQ@u2>S!~>Ex%jn+p`-lc@E{R9TfVh1 zGlcGbvCM<0Ymtp_$!0gP~BE$KKJj0`3|R*e6^2ZlNpQFMo}i z!)=*#k1TZs5UQqxx7zc-}%R3d)wN;ptcHeQKD>leYvvS+W+$B(c z3%PPnmdoqS=h(J3ST`%!bh<=;gzhtoVE7=)yal%Z(`$x12!TVRO_v?(w~%f3lkZ%K z7L%Ms;~9kD0TM_oE`FZd&&SQ(Nq0`Gm?Q9Uy{LGsKj)DrzK+|56Z9)%EPN_yKA7V&X)KpYVH_h{$O zD;O?N93wYG`OIxM!d$)o>{PeFC?dvvV`nTpcT z-4dWu|0*z@tmqwc4h_F`Doz__u}GeG^Lg_%o~9sd`ks%I=-;ypdmkJ<*KqP-J0%rk zTmD%)vQ~9<^@t}8e$Mq%sA9My)LiK!8Wfm9-%q3+l!;S=n7Ha*vuvMpwC_~U_ z*{ZV>H|z1^w|nwG0lJ0b;DTTi{lp;pZcvWKrlx_j?g;)NCW)NcgwZq+Z1?6h%<4l_ zikEVV`%%1y-8)k9v#mrkme7KEXK#EZrmA6niRadC0QG1vc{*LVrryQ{o(P@)KP|vw z6CT?Tt|#e%s4nWR2P^{9r!?Q+{rPR7|DwU38e=&zPbs!hyV$yyM=2~@k|8Y}ZuGX9 zzRg%Hh?(aA41=7ukf;MqZeQC(F344AC@!t0Ar0#u0?;BR`vC-Fy>!+4VeNXY_4FO% zS+dI;iH?iwUD`}aE;2hMdGqW>@BWYV4_d5Bbso)K=aJs(5pc*p#aLVLnSE4sHU6?5 zvJv3@`Tz8{{~j>6yC*vy`x%SKOd`~a@=*`EO&B(E8`#$#<7P*`NEok%GRI!*m#K%I zKN?%6KX2Yi4BSOxoA!SCdodtEx?>TRI(vEEX{VhnapzjRy?6w*8EzeTIrCJ<+EJPCeI&5KQarkmx;T3H0}MPw3LhQx^o3? z1Vy{UA3r7q^`dc0Ifd`F2?QdCk9>qp2S66x;tlYU2u}GWES&&y3!F_WtM6V0hCm3k zqiPPlwbnr-57;948-IK(qaZT7UNO@w{q6A)Ij0UJUj6>NX*l4?b;)ajCOpT>^~8-l z-LJjNpW|tazHNzAnOsa)>ScWVcJ0+y{$=-R59trD&K4|$cz5-Eg5W`1#;0>9$?}j@ z*Yy>tg3=?~wryMPso2oN`Qa(+h~Ac{p%HBiQi~W?bku7UF$|yd7B2%-a6nTBcN%Q? zgxnfi$|t%3cM=izi9Aqa^u5@o=;b~(HO)ug{e)|h4zM3&fWUPD3gdye_de4?Ha;lP z!^`I|Xaxffz?R=@G1IUcW}u;@>Pt zu2kk-SBfhNYzl+qw;xs&t*#WhBk=3;VoDrk>Y@@70Web?rX0%_J~d_KKOXFp+Egr` zdG!eaK0Xb!-6+@z~{@sCDaqx;ntv={r>+V;vP-BMQ>nkH#aQ6s63?5`Ff>O5D+o$7-aOUXeJR7R;+UAN zpYzihf_FSV`_9toX6jgG+G*>q8SUJg?tjUIV`_%L7v)ALXjM*NEeiTFlx^-eM zEKc>c!if|ITL>ahM&L0nE*Ym$Cu?y3$UX-p3Ya@eYN?RbR8j2Qb8yF{#CieOL7vr* zVmt6M@M?Z27K1YskzlOX7y<7L0{K7;1ZsU4B+c%q!Jc*a0qa%uQg^%)JRxtPtB|_T z;sDV;`JpR6T{C4CotNfX8Vqv4HN7?S0755RxpWbY5L)eJjPIjt*i(|HxI_vsGbJ^3 zw{r!}p)}=P&#lC{>3{L`bcY{ouSh++kTK43j0vn6U=!V~n(LQ#zhO?ivv6?{0u!_X zEMoSRQ%Qz~H8)Sm0}l1RicsR*Axv{TVwt#tV~_|#8kj*(vx!TP&Uewm_a3mkH}z-L zyQVhlMs6AG4>H+yB=P41Xa;Y3d<&WFJQ-Wze(;>A+L@<;lj_!2{6Xw^f2RS9 zmt{wum$Yw3DjncsXh3_??4~#?o{46WQMPuC_DuDO$Wgg=NN(Q4Q;J$@?q4IEhIsf8 zs>2AAopzzZb7^iZ`m0nSbT*=Z$A>;(wuDL4&dAds7>r=kG546@InbRwWr z-PZh9`%tMFb^Vlb~o$6!cza`U276!<5kkDkrw=&7gU z-CDrxnuhzSn6PmA^j*-o;k#^wo}K(AeQ$iLq-t!Vf~(?veS~30Pr#R;xo(>zaTeB!fNSrVyg*;-{=I+QxSmQ&F+YMh(Jw0K5e z=jrbh0;{TGTIt*D@vS!895xJZEJ%=W{rqMh(}DbBkl|R}dMbggS{|XMh_?1#B(gMJ z%kK^irSgt6akC-~MPditm)Zni6J6X;B?uRiFsfAm@=6@0LIvE2P_>{Y$LlmtHyn7#V zi*mdA!=(&}P5wpREv3aE^q@A*cwkYvz{c zOgztsVnbp;*cmP5&vZcdaN@oCA^GsZ1AD9Wc~irM(>`-L6^cC(?`^zYe@`8__cO%! z*3}U8^0jTleOMy8oMJ%!09#M33ftF)=w7?#kQzI*;rqU}EJ4a;OuW;awbNWg`{_ZN z+)!D;lHkixAzcYiMI*}cQ?nB_xV>!8{sGXIMAG+osM>aD{6L=j?Ovoy5o}(vu2{P# zQXW3QZy=X)2FYExh5_ZvySXh#dbjUeD=jNKgcE`GnZ<0Lo85{0f7tr( zaIE`3d>j{wR5A)>WQ8KD>@6c@wIwU7VPt1-MP?{TMhTTfW;O{?5wd3_$(|YEd%oWH z=kxm=-{bgp+<)BnedKaouj@G;kMnU3_|W2CaN@X3ZNOs=A3d*oa@otn%+T}arw7N# zbg>#rN=k0@_I&yjth2^JXpo|!NM6NC`?}?E9%luHk#F$`4t`$RQ6D;l_&UQ6?!g)- zQZ=%>&aT%AorFGj!|=OT%loVuZEEcipUtm~Of$(J5B*z`D4$NA-T%ApB`klY$DO+| zCBliAlb^4WBY{KqW~MJePa_@2=DRr+0-fqe@8ITgh2FyZlQlKs|0adx2RrWUKYr%@ z`qrh?xoa|;>R&TFmJfuea6()`29`_VW$&MMl1M_}q-J};a0VmSPX}3YN|1zsetiML#Yd2*GUE?}#1TLkvpx zYm$`9N^$d!PKG8@#uFD2Uig5wHJH|Tr}Xf3|$>u>v$U*GXoVD_&tber-jKAQu$fOXiU)}Oud6!kOO=H&Af`48s`Y;w8?iN@%2xQ(U2H5rH~uxsda zA>)14De<}asT6DmuI(i$_`!epV^E#RW9OeFdTM-@aYKH~d}V8r%EJpjmM(%ra!FLn!ho1f_wLeB-+`m=b6j7dHnMGGCgQrAPj!rWArZiB)RP?dT;E@7^>t6D#W?h=BlckiO2D(gwd zUU-L5X0ZV^rtokkL{W{!40^$&UM>9{!m=00*3I2uYba}LH@!7ZP8E5L7&DX1%nL^` zHMX^SIw0#(ke?sL@(@O77?ZK7+_t(777bCrzRFILa;$r`XaChBCeUbrbGPnh{aSkZ z(ZxI8x2$i;mA-ptQhHk&)=IPOmyM@he;q&48?QayyzK3AG^zsAE6f#K3g)2rj`O?> zYnpq?&)Bo%AX)#Pb&9Qz6BKDJJ2uJK4;QGbsUc&81Ok<-5odQ-1Z1!C{w8oav{wM1 z{Lxks5n{c5W*+;&gvZf9%*Y)70OEv|{i%gdzqs2``VgGgLDXZ~*>0ZQ3O`CB#%|_``3PO&wtUNrpVYW+(VxMHu(YBhb>Uj~ z(W~b#zTeT|fM z8GiAG(&Eg8J^|T}mU$2Mc`zOCC}Q*B0q(g^W$&9%9-@`wy2w-(0)Zz%>UmqW;aua+ z^C+`%5iH}CHieDz7+&@&$N*yJFgp$5G?MD)+$iX3IK@zXee;UW}3NUofu zOGV@r6m*VeP9OF2^UFW1Kt@XH*-8oUQ3(`m9QptytH&1LHKRPy_xjZFkd5N;N%9<&adf;X*rb^u|Vx9H*(nX*guc zd#*>YNclsdQOVB*s-`a-dAb9hpr|CAOYsyNE8KA{=pPo{(J2B80#w@78pkop5~}=1 zcgSmTk!wl>PSdT&_Ik|14D71}xMCt{L~Ux9Y=8NjC5H^kX6 z8fQ%8lW7}cuk1hr_$(VZcq#;d<{n-U&!fq#OFCoTCkU*ZFrh+~00|u}6BA(ubW$*m z0Oz#3&nEddCV_l+5>zP*(^^ZJTN$5I90X*^Zzx|I&gO_>gx|jt=80~G9K1k2KoUGG zxf3-9fk^+jcWCW}4f;7^qJbX&|EM=%VM3Vk#80FhOa(3W)YMUQJS^1r&K>^LA(+T& zg+P{3H^8n(x(VUR_sc+U6W{9LxQE>;s3TgGGyuvWN_8xyi$Y}7`(NEzCTI(SKn6J% zRrrohl>u!N_6BH#&_h-bvTLcEt5ZdNzwkK{?I@A>DF)G6kkfCg~YX7 zLq7hVGU2PGXXI|dW-}0Yc)pl{8{$-A8g<^vnz}yQ^EmJum`f=kC|-!yW@1X&&xER@3K_FgGrW?Lk2~%i z1j>Pi2e&dr~d0#0+?ocSsw6p|mItVI)paC6Ex}|WKb6`{A)Mf*pJ;tSn$9a>%&6(C+;q;~aSH5|WFZdk=}9SQ?}W*?h!D-#ga#B# zaNAvQAM&ewM4Nx)woKb)s1?SSDoWxIIr8FyG#(UDk${R*IOQmFG=mY3g&5}*#eK+o zSi78dpNx2SDb3)7otNhaK>)(KxXHn5H9s|Ghcbhw~!YL#4_4L@u z)od-)-AKV-1J#Tt=B%`uMDJOAHQ;u|9_5o|YaaJCQ@49#V7FKuyjLpU%5fDVSO8qm zRZT{iV6Op)!WTfU!BJo2nlA@rQ07<}Kf@wpC_ixU0|(!$9IGyDwN zHu4=ilwVzdsm%9l#?Jc_wbhF+9X}XO-Tp3-a4->Xu_}^iXlrdH5aAEkfjh!RLex$j z1~M2-W$aItpg(Y6=Q};kSGHe%*dbry=iDH8-uaHIR#yB#51$Uq!dQ;T--^grFg9?c zASWmCdtA;(*|OMMV*eh){=H^qV-sFD>4rrB&dr_j7iHOs5(9t|2)^oxPPibk5X5GC zAvw838ukiW>4XO34fUVm(hj+ zIe^er^~oS^A6)~3FJ-b6!1&MyL?1obJpe9jZf_;-mwx?)6@IYn4tU1EQdoZwVmHUD z=B5fc7gayQ^MEJHJ7MLIzL2nRltTn~FFTNHq}c%jKii9J-LHrF+ba(BuX&o7_|C6b zRtgzfKe&`xi>W&Poceo9JmHxxUtwRsMeyHkY|>;qAZ~=*G+E1C-g70V-YXMX_26?L zna}WFbGmG0F=uQzu6yOB%0%-_7byveu{(Z?BqO&W@!UskY0|}LXL#{>5qQ34TU&^I zAx41Oxx}?yTDdNRCGZ0+o%q7XjeR8z{e>@yQ~7GUNf9`w)O$Li=xGG3FGcuBw%>yO zBq}Cmq|lVF|L%#Lq%v^m%_P<^B7~0u#@~pO2yaz}{G2&NAE%!#Vp-GA%5Hn)zRtpUGzp6(y>6!d?@I z6)rx^?OonfuADKxnAr|P+q>|b_|HIda66UclZES+mL{U{g;`*}WFroyrsYA@oE>hNvrAbXD+{co857`lJxLOLMQ*nK!U@0Iu20O16LBUgCS2tMz)vSHCpiA)%6pBda) z1PM^G)W)pwmm)ng)c)g&?x>)_6hPyId{Qo$%>d>$x|n93*Nw?c4XTBmjVAxi8Dw$~ zoP7AtoXG5Scki)kpd@}Rbe16(L8@7qd{PQOBceoDss~jx`;v2SgmIm@=raTtVUqQK z_(ztO={kq)HPX(ZC_I_j&Ix%5UWHAE)Cu{O`TX}63D+`Sua9u;4J2^9YO|!>kyl0IIXsU^*Nd z7iR`uF?+=I-cb9DgH4zG#+wTBVBiM*UDCcvki(Scue5fb!5dj_R7lv!g!tuE)lIZ+ zK;hiJn7)I}%S`5y6;|Q1xodMlVT&G&ciUHwMJL&=YQ6DL z+WxqS#EI~ICED|Cleo8FRD$W#TEwHJz7=`Y>F}yKa)uPNry|yHyapVo0I(D>2ca$| zB0ZL(lXrhFb6>ij;(GYuX(DQGGPX?4F%q!)-|2oX0cp^faUukOp?EyJY8NqT0qz|5 z&JjM;AcprBHLYU#pCjoS8cO-R&9O9Gf>a$dDz5<;fD?8DnuJ3Q0>@x*_{z8&SH@0E zW&@jD+`|ZDjhKa{u~AS^oW(Z6acB9h2TeL*+se!L5q8fUFb@Zf^iEF%z940|v*6&s zhrk(dW9lWa2qK;`J3CUh$zDkM9X>2MDKZSHjZI-3LA?8=QaH3HYnu{yf%60dQAy(v zemEHe6)$F49z*}s2*uUh(tkRCSPF^)x0$Nm1~(zXo?*TG>)2e7vmi83;mi_5QcidG z6(IFs0Rhgu?Xgi|FAw1W5BWo|a1_xX;jbAP5+OIw|AWyXNdUa9qOac*ahQ9pRSz5R z|8oM>Emnk+54{fFBB9~M0tO<(`id=QKk5)7{Gma}5%zekzaFA;fC(C9LKI+L90_%> z>GT@zt^h9tkm0fqLc>9#9>E(y`!v_%3_3b708eTMVh#4`vSv^T8hHAn`8YAL6^78b z*~YCcTfn%T*ogRigvLGWKOV5n5jxnp&6dx2?FDx#P44VGBrlNev_=?~f<^|uokn5j zvy=DGLu<_I0N!)E9PRNx6Cb8BEwIfH6GOPyqncL&8x$0VW2%ObbPaMrCypD>Wj z2sRstRsf;(%{ckQbK?N--Yx=`>~%tC*3&w5(&-D?}>@jH&Gt2 zk7zXt0lN=M%x?%c60`p#7QjIG_gs5}&}fKDV~5|v7~T7o8e#8}Ll1GhFcpcNYP`4E zBP+O~PYsrDZLSl;@{0BT8Q60(C~U1Z+au7ik}ASvW$LE}V-)ND{iByIrDwxR<1SQx zP=U4zz7>BCAHJ@xQ&c9Mh+4wP3(u*1N^1s%SPz{BBrj1HZAIf*HY0e~m=nG(H{hzh z)$7#0LxuCfpvAX{$jI}L!Y>_t81+?WX!%gty>xZf$MKIHSNj^ILI_5I-TU6#=NHb0 zx?XI*A3rDcw8CL`{r%kP(c+3zRyS_2TTGKqG#tYRE2XQtb~UW+;U)5+TMpK!%*>sZS4@(W9Qo!MZ2-+zL zs?R{k^A8VTG4(sV>8g7P#mV{tYB;px+euFEzkc+341jT;3E?NNdpRhFMkWh9xv%q1 zH|9m_G>FJahmNZ5f4*0Zori<2ZT@EC5HrLicqsZ815np~@W|00+rjGdf4KlzDC4=v zW4j<2QPR{5>usu>vKt+tvwLq)=G8*B@uWI!hKg)8SnGcE$Etm|Hm9~z4a)4azY*0o z62v9b*lnH+79I`2CpeaJ!G20OUFKja=8J@BnvCir?7+S*DiOAb-=&HHh?{-fj5wit$9+6@jh-VZ`hf@EROt*|S8zVpHlf zNj3fj>!_94n!P(Wqk*V3o({yg%@ybHTi!~r`%}ux6Bmn76K^#Sc-*VEPab~v!_S|*!5JD1x(07xkDK&&S*T1`7O!YG`CdVSgz4jT%qkS)x}$)6P?gC z_fAFQfxy}PQ@dVtRqya8S0p8G`Ak9uh``gyvVdM8}H$AzrR4=@KgPu~w^UYvoYH9%}YQn7In4H_>HyGHGL;p=lnegiId2UAx4-OKB&`}0;kSPqm-#w81uUn~4 z@_hI&4;wp4Pb+Kw$es1+B&M?wryha7><$uu`Z1jmZ z)c!{hDce{kEK>;R8@f^D+wO!}9V5sxkhdZsGN|SUa1wGv0>G67=p8^g*lokbKkkJd z+$Is(smM-)>wInhHy243ybvNP2@XASLSS5#;q#n(0K|X3ou9$alW6^94ax{=;`Q%x z@WoNa55sQ;6LS>f(1|?vd<&cQVKt|^Yi81?m7LmkB{a# zt>ttByFMN`N2?JHK_1Rp9N`N*S2F4fUaqcjOke7Fp7E;FxvV6Ynl7HQ)?z!Kly2D5 z@OY#B$?)usO#KT&-y^YL{C1%qnb{T3KivZzNzHVJMl>!!Tm|^tdf&N)lxSiF!!R-; ztb&P{(EWbzP z(|*S)mcEj)*ryRK=s`H#*8EURZDAJ?dB90w`MEUdm;43em#SZD@7d-~439JGrXS5o zE2B9)8YF-C^Ts>g-TGY9#y6`H2RnzZSskNX{^EV;Qn-JurQab;zn5>(P?K6y_X-`j zsH;l?U(h47h)9a98USO>j3WiVNk^wSm&V;u{H<(ID4D8=QC)OAM3PcaNPlRn(%59`k+t;^p^xdgq?Cuhs6NH1j(Lna2)$XX zwJ%OyN6x7TgQ(=rH+dn8nxgPb-Oio*MeX>su}xL^uBBK-`g@<%Of6-*Sj5#Xq~_@N zjf(ChCGRD4n0;DS@0Jwj%9>Zqx+(=7Ub)w|6z7k7`-J>?q>&thX=QQDe(CXIBqSAo$KI!_M(jD>M|pz z{sE15hwvo>jB*dIMnjK&JNyYL_WK?3L!+-$FY?c>rQbGF$(@@{e|Ss#k!MSZ z)FqTFP{m-bM$USm`p8unU#M6)LNs5poOt1AkeU!p_GSOmdBl>6V)rtMZDOe zxm%0|!~g6mc<)oZZSB?d)cDG^adDv*hbS}IqMXb0fTC zGKbs}6{BOV1a4mV%!tU#M?eZw(tRIUe_@Z;t()*w_12fxzwenJs^oc&}yI-XjCMg-VMNg5i zSld-?i>p_f?hxZUBBb);%xYK=8@GliL%Gz*wQ98&j3Fw}7*wN-g-uV%7ldM(4g4Kz)b|oRyCbpZUVoPEIUH&NLi2Z+L$tun0DiirU)L z=!}pza;>Nrm=s}p@3rp2{i1e6W~Rdb{MNdCzU*&2p{cTl`8RtGU^@qDc}Tb#-YC=a zwiotgr>wg!k-Ra^F!qPZsaB(&BDwbSTTh2w52&OHV;PA>aZ{>6eto}t`M?CzE#Xz! zP+Fgz9OUU660>%67vrok(#;k$N23vt+}JIECO|Pxuk(X9uWyr8-|cPBUxHMbHE`K1r-U@ zG}s1k$AbD{{bMSY5~?bfgrwhyh@QJ|b-I{l(-^Irk=y8g=n8>_U`m28tnSo9Q;WrL z^2O30xgK+wcgRD*o9y=1QqecNjP30Yo!Jr|N`+1)7N5^j3dK|>dN~glI6y|AtwiMo zA92y+*XOzNHfnGRZg1P4U}O}jC6t{J{w#)FDd)QBV{89i40!7Il=W_GV{#|wDC;tL zpn2el+ia7}ObXm~3CaD}+up~s=VsR?vI(0$pLt#%Vx}IHR8}c8$sF`&%xV`U&Q;f~ zjlUwIqNM)p>>H`vcd6pxzly4TtpB!ubO`5A$#| zj5Z%r{C(4g#6M%}i+T zP$%F#CM%gng-e*;0d>19CY$gT5HKM#x3uIrJohmE$#&xXB^Zb7jgsC!oB{N9RRZ4whPp@?NJ!b=lk0Ksf@$0RSSIfDBQ&gswlgG* z#)JVqA>b)Mu!e11VB9IW?S%^)F%BGYMj|`dt$rzbS9fID-|bt|$_cEo;1bl@21nI1 zJ2C?DGTk-YXvHT#ZP!uMQG1vlGxl4Tr(AN-KL zmQKk*&8=ke{`$VQ7qrnQsE6D3I_J}f0$twGwG!_WA4V!C+$ zGhkq5y@fXUE-|nf=r6rv7<2w9Ybp?7u4moM>yELmRC#6x(eDV(3x?Kycp_#6_E{u2 zVnCDwntq{)R)aRtVsNUjIEId7i}0z77e2x4=p&&-1Dxj(^ENSXcS>ERs3gay!kcSU ze$NLk_U%KZ6!vvpoSl>B={fUjqfbm2AOA4vuI7;%x}q}F+dsHuu=VNu1A2N(-fbPW z`daT6;)m&v9O2I#$%LmqY@tZ?xp3#CCZ19myAGC7gV_UT4UL`fW7tLlO)cRi3DCI( z87-Vc3t-fwr-N}ll2tUI-!b+VGhb2dyP{0Hk(B#(qbgqw1;Q;sg^$I@E7gl$GjnTj zN(+*@G0)rm@yO=V7ukAg3HLxij^qW+Qw?`LP{=}HO@w!&Bmkz>IOe^OF!)}}ATbms zCC;_`l!draHV}7ohz|GR!#@Zvxah6*<*740WdRM#*a0{6bu)YUc^hQkP#>K0OtQO1j@t9sX*4S|mI1a~QbWF~ zFDRT=Qw6;cEcOOy4=6yPK3b!1c&_;v;tJ!VS!Slj$|cz*Qrx0eM-Q47{V zZ14S(d@{La1C}S6$%xs?g`)xIW>{8=k_G=P@o%lDbBr=7>(<=n^s=!zwn=2Ck>t29 z-TL=$OyT+@3k3;^=K#Dt5XuMK#uC59{QVnrjQ+s@g5)5=$q4fW3jx^UzQfHUb7j-k zlY!Vf7^MIXMg0f9>Zwf0$Dd4r07F_j`#LWaM)C0P;$wXX?3YN%eE)ux{|YRQh$mk6 zcd?H7wySC(0+r;a9uEQ+M{M|)%%d{??1X{e=?`K@j_d?8aIcg%KZ~XnH=OxlqweBS ziFUpQt~58ZxgMUDi|BLdVr80UJ!yJ3dbteAI{1Y*N^P43Szcw|`rzTS$zK;yGr*q5 zzGrJ=@$hQASqMm?g39kb@_doRB zu9Um|&>j|N6`N~Tbqk=U6_N57WS>AK;JMhM9=7I&kPzsVJ%5aL1D~~nKlkY|U0k92 zsE%m6ZH=6D8f4meD$;9$LfvjC5v48cYczmft<2X z=2e8y&mW_mg_Y`N_|ZLu7Sc5(#Ci zvLjn=>vH*hGqdaKZFI-x?_}Q%keSvWMu6O$#q?%?6z9{^+3JT*<3DruK1P zjl=ZCiTwTCrzllOFYmrKov+ICZ@H*4NbRI?PBe}^r1ZYIvEhu7d454bOA;c1T&D^; zjUs*tDtUMwQH5tur205lL) zs5WFjtHf-7Vt;J-oGIfJ8zW~^#n0ujt6Ra3C=xf<&#;Kk7mf~{ZIAJt9vSKt8u{sy zl_EE0vs>)3XA-ZN4b!Vm|1p}?Lq4maR4khTamaOIvkCj#G}0#|wB0Fu(n~}4O*%ta zR=ye!N8l{yhnNV1H&44lsd#KDNG1m>4}t6~)OY;ayqoW+P?Z<$+|1ULg5AbK={7^N zXHz;lR_5{tmYUA^guD{T8uYo!K0I<;{@<<_Z{y=%A_y!Jk}X|%3CwE{B6>ett^Sz) zOWEer^%+~PY-2wAA8(8|Y%P$dryD|aOB@KF-n|G=vI?~5x&Kmf?blvS&+X{d+S>`j zKv5lSQ^O9FfM*KTFkkWhTRI3OdezH>yNX{Z;y!PK5jcuBojui;jw-9Hp${<1Q7CQ; z*O_)&|A&FK>E+fJsC5B+eO#ZZ)Umn%w@4W0kSTt1a;2`8ApAxz|hI) z!S7=XyST=$WL@%@T$wC<&~1&XjtR(`3J`g8A8@gv<7`o&0Ca)M=Y^aE8WJqBB8Z;c zXefWz=iTmm-!d{dY$p}Q?QX*JN{6w}VfsjhlI^#HWSlKzzAnl$bN^6yk0)ySvESeo z204wO$DsBh>;;I3qJNMeF{3cMsbFku+gZ`QWNR#vR7sojsnX-^3~Hd88jDq$rWr*=cg}jUp^m|b%(vso z`M(s=UmWD_*?TE+uf=LmKj5$(GxNn@ii#w1jaRmAntj zNZ+R!boNXLxTigL_n}h?4hea7LO&(%=JlD26~Qx{Eiz`51Jf7NKj`==&Kg7!u}4fh zKY;iu^dh+fX8z2bhd@8Y+M8m#a{9nwNSkehUR|Irm)~@Av@kr7Ju*n z7zQQM0isHL3<5_(25gHw!t#!fZ;al(WJCFTotokuySSgF|LQ?h;%sIwn|7Y6{<-j2 z>ylnj-S)`JKpIlj3e6psoibgQc1KdTBzeGiZ^S$m`-MZ2aAteS6(Gf1NJl7^KTnZZ zKFJO8WV-_c0%3VfhZ=Yui;{bXHv|oCv1vXwl+7S>~;e;?wd6lr7yd@YTmGEqJOQr2GYy3+ylM@sG0qg?ff^(&QLZhsp(73b1p{>|G%0dyF0{D&%ooBi&j_ zFb?r4k#h$@A=Tls$!omK8&JkEh>EdPJG6*)p;n?TYeX(Ph+-WS27hEv1 z68UBhQYozuM@9WVYO>#-8X8hu^;7jIgylQCMzm;?J!a2FT18hH2!;yub7(>EI_Mze zT)vP0`Gcr4q5sgwvp`%C@(L*a0tg4;E!Y&!8Uh04I>m3&tcpigG;lbUF0My@3 zC2qVrQeJ*wujAQ(hl&CVmVijIzXtmVf~i#SNOo1osj?LOb1cBz86)r2(UeKz_}W2+ zuVpua4*!?4^JROH>eHM&n}v$K(&ze2eSb<J`mj3=7brqv>EI<|d(6M}Pe~ zH!O-ZPOii*C3OG@#M|Ydmu3%EIm?}3JV8+7FlCMp_Vf=32; zcqNTrw%aJXeEA?mMtpN2;PIzCoZ;3mg$SH3lZ%oRsoj{nP~c04k`>~G=O6by6)(wH zHx52x@NDBJHDHti{c`I)8BhO;1JFs-9(zJ_DvF#^d>h4QYU+kPR}kflCvZ%ENWs#0g|?no{z9D`Jahn`zBpvP#=yBlO9GS0A__o>u(ma z9;8K|waknEaKx_X331Bi{Bj6=Y`ujQOuTq%i!1Aheu$gLb-|qLZ|E&6*hn+U1q2K$ zE~K^)DNf`{CYY(=Si}X1uMOa3D8oYf2tQUYAOd%T^A5#N>Gq1oYZ{3~Ilry!?t2a% zOwYfF+Z@*0gy66jsKAz@>-4-U* z0SzM@X<)h3`3^>j=vYdf<#7?KgV_ukug#b(%qI&(rgjH|;)YEJ{v1fyCZOA9J~)me zm93c~kBs?4E8H(?z!-zfKWm*x+6Df1qf;0BPy7sC2M-!e54QiiTkS`)19qbVBo;jX zBGbWx{&=JP5X4(GkojA6ys1X92RiYT0+=DXs>#o%>4dc1sec==~aj&&YnBxkE#gE2O-U>Zud4#z;*&%z^SbW`|lLo z<01I!cQOaXdUB7QG7e)t^` z&Vfs&nB5767OtGs+}!B13J^RNiE%zWO}OHmd)4>v6$%#^$gP==5!C>KgTCE30Xz@8 zTFEd)3XKNQlX)h^8M%iPzEec#n~~3kGa3jCT0f1>@6Q`#_^keX$!f(Dd!mO^$xl%+ z^Z0L+hC~>2araY9rJ(io?W}#6WSw1mUq_(sxJ7gViVhIA?u2#{mS(V`#4KQ^ele@^ z(2VyhuOxsnC0WN4wJG`+_fbYa?o`|BcK|{+{6ziYVtxW!Pp-w8Z`!(sAttoek@8bN zf4&IKX~RRtp1>Ku67)3X;D^@d2nNfVcyqkT8bjDf$E^KtO1fSO)^y0xXo~I&z~r&tRvr0#SDP$u-J$}W5ab%8*vd2YmvQgr_s_{? z9YMV%KUivT7?m<=IiNSGCoa*3*5)AMwOK&r`CinymLrucdPOgMgoa)+0ck=?*(^jc z!{HJGDO%CerT;u-*GKD8 z&y)+{s_>K$Je`RXJWH3u`5^cme|eE%DS}I_e$rw>peL{cmmlT?7cV}n*Iv-Z4Wwp@ zw)$BX)$Sj)P%g!022AypL(H!EiVhi0U^Hz5HloOGmvv^$eQ5_yD+st>ytxK>7iNe( z_5;{OpXr=_%(5)5jP z-f`{VAO}QTEFIXah641@q7%A9zsxmBWchMM3)eOYZi2sSEy^Kl`cYtT1hiBn< z)sA~ZekUE`G}Y$t>-XJf_x^F^8L3&U#z0)m8+^@wz|?FCchcwW7Hh8K|FEX3h) zZ|5>hV6o5;uCn)wQ?MA*?yx{fie9#;L)Ce^n3|gl9QW)X1H5&zdj>EE5hCNje&k3) zX8CJfK7)QP%K&ytl%E2p-!&;WzAT>QPEES!rA|Zs*0@spz%|Wi?&*Q@iAy(fb%%Pk zn}|3S!K(O7Pg;x_L&@s3yg_G_D!CO2YisWMZa-qr<`EF<8FrUHhUvCLVEm3Ih|+TI z#|>#8jtp}2A+@#zdICnh^x6kLJKY|rW4Lq_Cvf?r-s;`yVxogid4fha!eo`h-|(>_qeoxgU+3_O*NZW4kc@_U!5gJvJl`kb{gIj4xGyE*eG54KqqKi1IoCKOBmK;Y?*9xc3%aIkGMiT{LLOk=O$7YXUEV&L_Aa*<&r@zrxTKvcexpi7>gVf{Nc)1!g#Jv=vpKg=9fMMr zaAg-#Uo@GKQaLo9i~TIJvy$J31+iEVDR|!)#T>4n{qA-g0!QoW>(OP%^*FnssZ4?sz;rJ<8cqx+-f;@kMzfx*ynAP=opNp9W70YfN>-lD=MsD*5?_N7G$y zCy{=X+}WL!hP&G#26+AYKHbTspF;PBX$bO_L%>EuqOGSxhRo0|BGy1=aFtqq^(Q@% zu<}2BM%nswDPa-vKPlk);FkAGha21BZu-?`cN9JPKhWw@HvW}34_pj#Jw0qM`F%PI zKJ+i5=&{@h=21Oj9ZiaQ5uM4`L<1EHlMAwgL^l(55-xOsrY4s840*5n)|pO!UIBHK1uo3pWnYt$}XW`NP8Jbjcy}z!K=H}dox1mkW zf%(U`&mS~RoRA^u(06551 zwc+7}8umE#)}ATH()+0Ldm41{swhqO4JX67tk9;n?2#PtsSicrQ$u$o?#sMees4c{ z!D!UkGvVln^u0*FIH@Pfm77=l({fYz-@HZP16&LSN7ZAr-N5U<< zB$6iAi$!4rYKo7&ua)gyO*O_%q?`<}S;iwtm^VV3OjN&Qa|1o}*wL``-A8%?w+v9l z=Et267X{kS~ z(Q1`=$e+=hTk=%!3x=bJBt^;88to;!TFMcaLj$JjHSW)#%L}_~_Za{e$rp~oghdIF zPl2RLuxM`B?1n7>P>&#nHd22G9P!6+N>C{)E7 z>roqLBd9&w5e+X;eSc*&8}I?>P|NAziKW?GQmQ{@n!5qI<403_#WLElr2vuJ&9S@4 zNhs<|%;h5yr-jShW{sAWwH)@8SU#x8(mqMS%^z>$Y=n%$%pQcg9q0^hx$)uz-4OwS z7lt*Uzvg>8A+>qdbfmnI*EM^-A$p_SSMMOsN#ug<1~z67*Jb3lY$HJi03^&X<1$*Y zmEWv7Z?WcZa8|};Qqj}1j6a@sUP1Nj|Qi?UTtg@Uxcg`U3Fe^0$L=xaK`=Yah9+CoL zT^Q7%by362dQ|?`nI~{9Jk6+zqMyio&bk!vc@zN%+prtq@WXVFnfY1E4RBG2el2e9 zTg$hA3>z}OfyBsQrmZ@ih&`G^Em^#J=VL>Dw(sQk_Q`K|zNRbYA1;)APr%e7^2%{= z9!du&pQ!}${Sex78KErK@9DNf!l7B6gI7zbPPekV${W5SA zho>wJBO?VUKnIT-gO1HPs<~U|d8HRg%g(cpnJ%m^X$G3gcgz?}{4(#W@L~oi4B!y} zP#22&+z2I0(zb=T(`jJw5OmL$8!)^<9JD%w(hygjy>KBAloTQ$lkmde%Q`8-u!myOGA1=aw?k3@Xh;Zrp)>ODDRYHN+cBwIQ|SWv z3X^`?Q^xm5uEg#u(U4n{-f?722eG-JQvHV|67Ls6h+_|qo#Rk%s?*GuO`&6^lr*6| z0HACeLzRmihwzzdj^r#}!N`CmnNGj2bCr3$%Hx$B?UYI1^UeBy34F|`J(juYVOOv% zBz}%*`hZ`}509b7>Ov0v1Ka$fyf?mTnYK-B2lj%0P@SUdVys5M!8e9CQZ3LXLUjXC zHb}69iMMhUnc}(^?h~XJBQT-bwy4xvv-E33$TJP@Bj;15+kM$RXD-2BE$VTSFO!k% zhvTZ>#tX3C0D5MWEAXrei>3SZlW_my=8_htLq`KDEXX(Ioho%r9kw^_E(M2%-)pzM z+kR_1J~)KRC>~ML_~(9h!eYmAFc8IThmPQp+D`7dzfnZ9*34)q(#h~R)Sq=iSW0?( z%w{|*$Q;*b|6HdsJmotwbkc;HjQM-S8~gj@+^5>2Xfj9=Bt|BHr9LXmq^4*1u(|Kv z&UaI3T)~a|;Y~<^o&oz=()-^^ZruqmDa;rxcn-uoeHsQ<;d8{498N{50u3CZQPrRk z!^r}VDN>A`7DKo*E*yoJ$`AMpdObu{!pB@B`W*H!e8Y%L)1qG3WCuaD-$pkA4wxM* zd|*3R{BIcIH!cKIl0+Fl3GjP+jp>A1Wl|ca)Q;lA-NNIVOj8R&A-vH$IUen#jbRF( z+qQMzZ$+8yz6+zS`Cr^>!pLk!Cnm{4je;Jh%rW=t&x6#ETVxSVj8w-2f8(|%@apcT zupsLybIa2a&%lfx3tRZaiJyg=U{AwaKM?CXPVP*n#w?V%bTQfeJI(}#>mHc$fZYcRZu~tsL!bRL zF;Hj0a1aVdt4h~mC4j~=cN7`+?^qH(WEs<*JpsW8XOa1ye0q1y@Ktr|u;7PgTK4Jn z&9F}703RHpl(g_?f*EC+r%nObM+#y95dKr#{;~Y(aTSb#4b%}ehJ!s)m-NWhqO4^U zbE^t=vgh3O3%b6V{CkD(jo_)8(EF=DpGs_Z6{5Oy`;%f#)+68L!8)6uPrVODe=Xn( zc3VvRoql8WXaJkM=Wm{7=tOUZvdTR}tqDT|(6@2&ytTBbmR%iF4HBA*!vpRlS3{4E zo#v+qHsen8agd)S53@9rAvfN(@4ZrQwJQ!toME^FgWy1fJ>W7kpp`IYEcm5A6Vos- z9*yihoI!`t<=Y3)%)wrUii!$k3j6WaG~apI&*Qz@O*2JTWueZVDgVm`uP6{mp*gmj z|EZBY>iKEM^Q7d@XY8~|o(@x2Go%J+=_uZK=gEgt zqvDf)&1ayF8SxUX73}TpC7il|hT*ew2np@Q92SJgls6An=a*H57>9l=)#voG$SbHv zbJNDrg+40L=6-WdnSpi(iYUmjh^bmhoXmnOrk;czzwvdiYFK(k??A{Y3$YrRg_bD*y3 z)rF&tl)pf(DEl}6dEa(9v@Y2dYmHx5#p5;eBiayD0Gdz^Zdj@-F>w4xpAgZzgwo7z zx=-r#k_B!o?9sjsJGj@QXKh+ZLJ7J@B0wK*lwabH$NFz8Hi$sgSlq8}T+a@=?Z`lo zbePY{9Uy?}oiC$0OcDC--5Zi?Kcd|NWW|gXKK3{2FP>N`iQs*E&h(5MZ6O<#H2pCJ;1?iRb*~<#*IV#;eJIv+PA@j!zUav`6p&yzTWw0JpN;( z3Xih=m2Ib~_ilpB_<(7w2S|jC8WUr@U;E>&jz=d+mP)cFfoik zsDG%vZPz+rx7B*`!sU)<8`u5{WN@<3zH_)y=lqx@aehU@%~O!d<&ElpEJo)8#kesD zU0&_#egJ*;!+|=6d*Vm|cS=;Q?ySiXovaq z)b+e)6o89heyAJ$;XgWr-5JgZ1o+;mTxU%^9?PzEav@7Qzr&??SyfYc-+w%5y8%-U z)#M`3kVM(r(GOEP;n&0ZIN5M9={`~spGe1o~^3+wm6f=F}W2&??`29V@9q%m? zC=ptEd-jr&r`MimmyD3wA^JCgklf**PmGQ1J7h88*Dtxnb;O)$=hmIYn4}iR|KU{Vb%wZyhUR+Na zK$FG|sZ!HJ=+>rOA!HyXH=W&OZpRT7)*oSrxJ>ZqT?~Prqn2TsI+Wb)<3&%yR8v*3 zizAwfHjZUiUW@;ajMRlcY!sQvtkG}lAeI<~*F<%nl-%0|B<7-}sMo3An$lte~ zz4)!pt-*9h7VY2c6GKK8S%Yi0+R$jrdo(pAdyZ)i;-PMgR` z(!_IC?O>*T_amzQQ%a)n`|jW?%%ZvuDU=DzwvUVSu8B-F*ZxoJ3B;ASjiX)S3A?Ma zC54g?Fhc{=)!jJ}5N-;bJco;>2P=JyM00pSHX_`OVn*L?#gA0p@QqnveG?g6#OCXr3N)mvN}7>5b$-Oz8fCt@56+|d6j4g z+09{&TKraI=VUK7dwS3DXO|6kL6g~?!tTO=ZgZs#L`xaJRB!9Qbb0t9 z8-0Y9M`!AbvQH1$m-E%94KwT24|xZ+4A^(sEZ^>6|39>2yZO>=E;+9E_1s&C10^T< zAN<)hW^X!J;l)AvQS><&qJUY`+Q(|-QgdFue|)fYZU2^M(rhiGv9L>iQ)8q1wG5@! zaU1HmJr?>b|5xc^&6fR4^PXy}L4OU! zALd=ADdlv~+O8R#CMT{W)0AaXJ;bMQe8LuP=s5CyJ9F zGUf8FGlpb@a6vjZ&ky<}5d@ELI-TC|Ww*Ph(>_4(IzD0}Cx=m8><(AII$nle7cZmb zqx8lEjR3YohRgom>0PC589ulR7|X_i5`BpD`Db?8;4aetV4~i#OXQUXcoU&Q6@=|h z#32Q?S#SGcaPkYU(!K*R6E1Ux{h1okf$rv1Wc@WvZqjNT&m3($gTFK%ba1`@;NQmJ zmfXmR5-{6|u$cK%cQahEx_9W1@bvC>| z*KYOR3aQj5VSaMX*VJ?&DunS$nRj?bnH&ki$oB!JS1L$~ckqizJg1FTc z%B|*Gg~Nw7mwkqAswZFFOceUb0byaHg^b-KKsIsQ8(Wc-W&WxjdCA4y77a@d$o}@}sKMd6(25h{M<^&uYF& z)2}p|~AqYr!h_sT@Aky9SAM2d+yr16d!Y}s? zd+)XOnsbgZe#OIdI>b8I*z~P8u2hJeoML8O#%K5YHyNKXl)AYfn|v<+3BT5}*{;9l z&6|Cw;PIM$kgu6~%dU@eOEMEV?znHMlSUGGZY=be-{5>QvsQTOkb>)W`ym*GMo(C<)2 zBf1*NJAW@eP*vFx%b+!%Q}(t>ZI95+pudTg3C^|Lxz1RXg zxn66ksy4wC#PDO)$akkDg!1JT%@=()1aQJEaF{zV01JMAAxLA5-X|mk+D=qxNB5;Q zgXphyl&G| zvHO9T)pU1izsPjVSbg;9ZjKR$6lL?AAFC=j5JGgVFji`y)D3FgC|NO!94KB}WilTB zjOwnk=|v0g*Ig_7U?tQ-%}(V&l9+{N;$~d#_LG<7{$nlWkR@i4OAh1uP(5VaZg1LIY(HgnNbB$%Sz5{c`AWInCP62OA1@4N@$H8Sl; z^*61YK+<=HTv-RKBVT;p@Gt0YaQi{Eqjk39N$sL^Ytq)~4n;i+v@jRDeN(R`J&zNF zr0#oecQ+gp?R~p;wC|Id6hq&kww2~)gd6VSb)1lT`}EQ%Nb}3#>Z$e*6`R}D*L639 zv+}?T1-K(GIWJ+xKNWWo8D< zb3?@D7VT{_DknbX^DV<)pti1}h~Hp8hl(7^&&_yt0MiknX#%hAR>xzoHJNqGK!vqS z@b-V&2S6Vu-(rT;oAGd((tBz0@w3e{M1|n53{ByPp;ym(5+LP(v-uv*KBit{@Nd~b z>u3+@Xg86=g-O4_RVuDddA=c8OeYiFZ{>l7pyqw;CQG64*1m!GKz-@ zhQvygM?)qhq0UTIt|O>RQEA^(#nD^EUCR#CAn{(`Nn zD2dv)2eRngdx-|s!9CBxmzF{dWaF2%8>!M%hR0l@ z(uB^&yg^w13_IHxP1nK{pnzgJHHWXF9Mf5 z=qNk)Ye0cyvgSC`yZO>&F!kJ1w`(k{lfS1aZI=ipzscDsRlOkbQTIM)iH_b7hbMTV z>FY6}dUrIvFVPIebx9wtHX5;<+hlZv!4|nT{;iuEjuDoLC%jx|=QRzDo&Q2>daT}g z-kgW=r|2ekE9#`HVCm!zST)Xq-nxh|6Tm(ws{(;@&pfQUdrnw;nb0RNDz%oO!N4X9 z%5JWU7mQycbdPgojDiNXoX$=2MoXW3X$Q5EaixU7pacx6B9dA;5(&+@c)Yab;#pT# zR{qQ(R$E}~!Efu$5)?d*0#Y#aKrV}jmzJpApU|_jGru*f`#rvBGvI~4d-5Edw~o#? zQGM>|MRy+KM8p`K?<-e5)u(be%XKTi3icN6zzA2*v-FSzTnR~Qdibzbp!yGP9$`Bm zufTsQPguCJqOg|R?(O9=S?w}f?Xnu~!w({~UXhw#9t>xUiM84<8SYa&hw< zEHvMCRQ>GpJt$k6%HK;=*^FFtZ%JfUB}EiBoU46c{r&kfJ`f5lVtOlNDihzDF5Q!; zt4;(`1JX$sjYh)AB-OrNmGh&uy*;v9%)3yE+snYPA%f9RdHroi61C3h(rW1OsE%P! z*eqwp4iVuy`sbyTU|>L*ilu0JtNs#ofxENg@8gzL5&O;o$1-n4BItsndjoPIsIwHHv!q zxY70a@~Ek}_HV|(BKnZdU~IzMkgHUyCZhW1)iDce3Jdn#O=(WQj`AyU+K((lRT$-Q zrT~VcF*-w-J*=oc{x6Vs_N?g-G9OEGB1N(%5ez;Ef^sszf^-`cnTR@!EFfLm5yTl)%-U4U~8)9LXI;tO(igbvfzh6EOZ2_6jofQuvj z=vad`Pf+j{uHe}XKD{2%Uxv1RF5}nx%WOUR!@5d2-yiP?154_Emg0b|bijA}ZcmD6 zFY-vk6dkRsD?CIjCE&Hn^x20Nds1e!k0I<$1NhsMjJ0@Qbn#2|)g$ngG_Y#>uekm>omB&jCCM%9h(OwFDZOZx^-DDky8$0))waeieQ>?MklVy#h%QSotL^7dxqjyT08^_R zrH*U{yg0+pzY#e*Jmf%_Lu?MLtd?shL*C)TEe9MF(PC}Q%bZ}jlLeZlORM% zML!J(%Ww+GTGwp5>nXT(v~j+7s#|f|&~13Q8~HDbW6+0D)v9$y3WoX5NEvQsum5VG zJJ}rQdH$mP+-Mg@Gclji8*RQ~s^{3(Pc!si3>EChDyls*HwM%b2o=V_8;AEte2jo= z>F6j3(=U*eFAm13zf$H)eBivmp5cuSgZuxGBk`deiBnnF?X-wzMdsm1e98Z(dzXVM z9zvLL;e}CE`^7UFoz%E1yK)jmci+fwh=olZ8_?RxG#QT&goRxrRLFB6=DDgOdgWap z#(|{by{YjGo)TuE?pXl|v}g<-Q>An=CSx4hmdPS%f-?(=H@J@7rcT(a7ogfbN^5ml zX@JQaL)hN`;GN}C2qUnWs-*$V3kMI+-jBcU`yS8Zx`#%`?7if|&Q3FS`f#9j<2GHz zG}Z&nQzwl~%hMrqp;?f;f*uH4ju<#(O~AN8{BNGcpz0VZf4fJF2u`W;ld z;C>8xQ@7(kkYefJvS{d>D$CN^8_w(Na|o387j||?_B>$ImsI5I->P0y@ z*zF22F`w>40ZRmCN$`9jk64#^WY;bnhya%%z5<=XKzf2z1WF3Tr~tUXK%a%YmhJ2t zGTW&NL})&?7{+D#<*KZddc-L$O_jtfMP%^eYBi^u;HL1#3DrF5#EjXM0SIN76r6U z0E_|+5W&!am^C}wm!WC$1oi2ibOQ*yj79Z~2UAP)ZVzo*Z(&Miq;eY6x|2YSh1@e> z+rV}Mhy-JKUq&x~UIe|wx(0;Tw-T(pfo~)jIQAo(y*)i`ppv0nU;y=+Kg9BVA65Z> zw!WOA-1bY;&7SND@xGd->9)4|gi)%EoP%e1uG(3yPiq!LO6etfmU{OjlD#e2Y?p4O z7591%9jvNK*pBBVw1y?LyDsp2rBr)ouKG@eH^)^6pEI1C)6qzl_>}O^aUixjF%^@n zA1lY?^d0FA^hWSQt?xUvX;|{W3Giz&MqN4v%;9JqKB`egA*i|aKG`;7dj%u%>Uyf2T)77;)*x#Q82V5NN zKsY_%`~`x)B5>AV7G-t${Hu~&v~;##9IMzQjmUK#N?f5LfJw|zjzGA|UE)@i-x6;}uRO=PgHw90 zy4tyP1v`-0ERk7Gbsxf~%5TU3hzf=VEcJu%S0K76ff^dXZp4<%yTZ7c^`r|sg2jJkfi+CU z+h-lj$!cnenu^6AUoBwdpA^6+j{x*3A)tm8)~dBvsr{ z*)vY%O)2KZi;M|lf!3RY*5AepnbczrJkUTq*V1$yyNb@i=Yev)#Tu?cnXD1 zp0Q;QP*>ilQ_5ELxQtTn%;UfV-V@xGFcvwu`l?AgkP(4}3R`-{nJ@f~U~pvQs=qAp_jY(<;E!i^k9GKd&_p0YdHC?!UaUMr_H}RT9&rAT z^QA?O1r|o|F<>HmJ53V~=VV8PdXvr60aj{!o2R5VYdm0>==yHQY zJMH6SqN%((f8MW^lZ$6`%sR}#UxD>a)+7pGdf}-h&DO^t7}E#Vm2uC`OJqi)cqmmw~#n=e*C5LgGM|eVA;r|4*@=dx&cdIBLNYkR?iRtayjm!V0n_e zE1*maXZaZ24kLk?UB$=4j~+hkXOj#1UJ>iBWiR(2#zpY$3iw?DvHu-Y8MxoR>AW{Pvs3K5 z&y6%uh-7_TPk4%Eao;oFMnkvQP-E3OLV*R!gTC7|-@T7tktd50By^FB)F10(Omm~Z zc<3*mnN%K^G8Ro`=x)-UrY%eXV!N!j5}$ux7fVj&A=S8f{hr~Q?#1$jETmdj$V$@W zZZanR{rfjriuYb&GjF+)%AVQC3goev*z|G^nmJbl0tN*L=3w;!6bk=p^s&1*Z?feh zmXrOI)?ShfaBjG?%j^QDbsUpej(D`hq$P*=TOyCXd@9?jWzj%j) zCE$T8|MnU#v=|2CWKeHJ(I%>j-l;Y3A{}ogBMc#)~6Cexnf%UPK!&6Iho;{Er zIl^gX%a2W_44g&sFyC@|7ud9NY&7$S!XQ_5{1BM>2@WY!FW{8FStKQxa$9-~WcrSM zyYLPJq<;B$m3EWiHI!!fM`$ykGk}+~yg5AMS~EYc3y#nsJyxmO4NKs_q|JIVa0J`g zJY`ZZc@Vo#b@!=l@_mNVx1aB)kJH zXosuw_CBjmp~_)I2+y_0e^W_%JM}U?!L2Qr!z~`6bvp<4B&>tjU+2Gn{c2s4fi59f zUd}5Dl#!MJ2DCB7Oo`nY6Ow%ZhFGm%hy1F_X0we!RS3-qAgAKff=5 zYq(IKEa5KjIg-Te86ec_%O46Vs{H-5gtW?xFz`BJvvtfET5bhSFU|bs9pnjku?W?3 zW4D_SeyiV=z$L=MyNQhR{fobpzZ4sMCv8-53k4M!D3U<_b9?7PFF>^_`&n(Y76COY zJ~S^dVgmDeU`!!t)=dFeuvV4FF%btgcxn01zm*97-EsPB47I#quUD4B$C1@2RY~xK zhoDL{sK4Phf;byEq>>9(ooX5B3xer;-12jk7zMt=+-b)tdl2ISb#(!pe3AamPyC=4t;D{Hs}bQ-q` z0|*?MofiWrX8c&YLK!9iev4ct+^fxibqI84vVo`b{#hJw(7t*1PM+&+0Bct#%`=+C1UTS^;Qi%O7C7uZv0z5W)s6<%d!ts3-kG`S^rW zi0N=JNykkde9ub=10nu6dZYl4>u%(U)a*vf_JL8>p(P%uY(Wp82?aS&0^#d{?(GSw zIorYpJjS?vAK_CxUldPPXRDgrP~9z~R+j<#BV^MtgwccbTJ6yscR1w3+u-q`{k0mr;4GDN=eH@~yWje$E~`cX_Y-xT zhzbKpOleLCehb0-GayD=!S@vtu?jc4gyEDg+jcR$F;dY%W%HKbcPY)S#Ou(G z=55_zZXnEg-9!beoQ%e%aU=dIQ-E&@5Yy?68FyL97QhOBrvhV{Xn{ew9EJ z3jif#8P+^=%JBF=@D*>~Rm()f)*%KuXaE%YTF1dC6t2*s8D#{CbF@r!5bF(VQ|J10 zqI&-OuG>#>1JD$;<1VRxmhAeQ-d*Tz`hm6TF!O~<*wYqxzAGy)q2~tgV!6-1k-cxZ zG`yZjy1U~j0tDUy|zjLP5ft?gxE{E)nI%oqy4zE~x5B?+Qs1TP<==M9GXm@Uu1-F@6 zD6pFgpZUr_(Z`}d2V+|(oeMW5mEqg>^fWFTBPPIZn%_1Spq`6 zS@}$@CvE-e-ZI~o7GHgbUI!A>8=sdkljE7C;F+fyn#R&da+}`@Y$AReVP#{}3iS## zN-&ytd}s(Gqwgwk-jdZREB~c8{X~}|)~m3gf&S{V>?tW8vIChvRvt0M06s@DWlI)osjJ2l~6 z->kknd6QI?)m3u%uOx&nznS>Hys&QhN#ib>W46xn!o*ixhM21jC%=n9ri$G#O$4_9 zu%&Bd&wEVC9o0&4Ow~5o8+V$z-2zOp(8AH!8}F4oT_%wyHuT4kdq>2CrWuV}Tj|i#dKJ!YnP0Pxo4Z&qR8R%IFJ$=mEt~p2;5u zek!^>WejN2dNM-&PpD~WTjSJz+r#_cX6TnQjob;REIe~)y_^$;D_gFKO4ON$$^HzH zea|ouOC%`om|m>Hnld<(uE&P1nm1A!&pp$)zL(>2Epaj`vwpU`h=c$$F6>F9G1D!J z9c3|bUenqW^w=$nWts&#Qo@?~WJ&g19joS|xGq<|(50=Lc-7JC{Xzr6FNGHRmYwII zo(w7c5m z-cvuZb^hB%Mgld}z0MFiC2*jh|2L3bKJRm*FUeevl`L<6l8)gjp|$7yazGPt^~A{_ z(OOllRd)ufGJ3s0oew|pZsXsajM&(}DnejZ=IAoyF8ag$gnz&zIU_^nt8xf^3E>z! z>nR8>U{{29x8akpJvMV1VmEW}_+wQjGv<5o(J2LMnB%T0*W0{Y?);}0?&u8eRx9*H ze)xvidq$EH;DDi=*A~Tof6~^+ihbaSh2eJX-T{x%&p=rgmD9qd2&IE5sKo~Q`_WQ+ zD3@`dIK`?-Gi=}Y^ihiVEbKpfg?o+CbMkk8KcWQuPd3LD0Ftu7Fcb_SXc}U|{xy{J zZmzEfgEMdUqCBu(pf4tMWz@hnNfoB?0t>036Y;g;HCCa{o~pCl>!_~3tgdkQ!*7A6 zoCqF9*v^pb!G*2_!9#lfi+D~*prEPLSX65HKP~{&ld<6;uU|U=P%P>D{%o%Y#Ov>G zJEB7^;oHCnYYZ|Ej@tNrk)aw4)mf+spcj~ju$FTA*Ae020@lMkaMYEIt>JiR7LOnl zP=IQ*trr*a#$1xos%rOa(UaxXK695pSS|)hl5#$?U83*!}uS z1J2x9L;mscaj3dU2(WLE$$?>DnXa3VacuayjHtbuK9fJ*>%#u9*IN9*<|TCzkMeySE@ZzJ9T-+SaS z^hEQ=l4D7UYhL1hey9`NF}iqsAvyaob8{)PW0^|+^D_(?;p3~xtiBlj=C|dppqQ4A zx}DQdz^;o?nzPrmTsS+0fLu3V3$}av)}9#&ZFzXpbbbEuX!$<7MV$HI4%Oz_mgm`w zQ;@MX*>o8!C`q}UQxTPu84`UGmh%rdc;wueGJP1d6K~3UXykG1GO?~yP?1NVD{A3< zJ^xqo&BCQN271!%?YcDlE%=wWcG`J3jk-J!yKn>%6(zr6WPN>o=g~K)vs896F(Kr%3N*`9W5v;JN&Jr6707KU{xjv7G=*qoB*2-grEwC8kl;a zgGO8}H@x=ppC+yJ>GBftqCsR0;xQ8a3f`&Z z!eF$#br@iqkDK)PHEm%j*)B(0s53$%Z=Gwf{>_rF&=KM$PNu!z`l>JRW`!v(LhzTF z5(jla=0l<|1A_eD$#JiCNwy>eRa4(PLU-rDiRb@$v8jIrm3Zg{#r*W2e0d~7w`9; zJRy!up})-*Zu4rtd#I1SbRp0StdHR_hU!oc;^cw?vwa(6W{*q@9$tT>C^aCgX7sVE z>P)0!3NhVWx5vXoC&^mTJ1)C6k;y+GUliYD;lfO=W>?I)|Gl5`C48=dX_FsSXB6+q z!L>@{^%`)jO00(R3JLsThEY;6rE8v5$O_&mz8Sl!K+HUFG$iB=M77 z+{)ydMDNb}-E()VD5F>{5==)=LDt@|It7x=$asRHyu)~XzixO|UW z?tZ+ZbJaiT>fHiDp7@}NI69J;mU-jF1B;`-8H|l$F!`Qn_)hYgl-EF%3cDuZhE=H^ zCS_4t$m5I3XYQLJ(?ME1DqhpP6II0BV!Y@P=9vvn#J9%K8JzuE z%Iitwv|^gV$RW&EwAa^}(`;vCX!vTf8ur~V$|hqRL$_C~B=w;oXJbkZ zM+VN72b!tpT?gBZLtmL5g=LCzu~bmNb9p%FmjCPV&!DrYVU*APt4%EW97$$DDl95b zLIThTay>c9U%`!W7=LfI+ED$V(sAA!@T_b;|_E_Urv zArBgkN$;oBG?MLn5antzB>`v`;e@ZBAT=(qCT=7c4i2EeR53FR4QAxB#0v7JxCA`Ef{WbP3CkOacw6$FWL)fL-^TK;#G&+;9>(y zp*^a>939y1;HIti=kRZDTIw%WFm(PzEdfCpNJ=-lKa-MObxn;RyyZtEF$00h0LBAM z5`Msh7XBEZKEWJW+b~jE*W%X?Sz2V5n9xr^m_Em;7;3+K}HoPsP3eeRRhY>(wtIJ?t;4>;+?Vq}`P~ z?P3=(=kBYQ-ZVUvB-t&>9VJR;z-Jp$lg;PA1GagD2R6t(z@`oQSZ&KUPrl^6l>l`c z3}o~^b#AouOS}H3O-bv|L47BJ+xAY=*$(ZtDo6j(j_*7Y$sJk&})p>(7j3sEV6m~2ZwV~%i zSD@~I6c=T@LzqN^_{+5Ses~t*z&Aen4wxR`RvZUIXKVr?a3App;Wc9Cfiz}_T1EdHL-LC?%R!_uK!q0HL@;{i8`NsKZ_5y;#PwKD$fDKxbxQu^3rd2d)l^ zPmQObpNME9CBp!#Y$lw!WUh;sp#Fwvxf``{#sWztek}9=AV6_EZtxGd5`!mGr5>j? zJ041Aw=NgmF1-ni=sq=RZ3?`4DAf7rD`#C|`)bTqN5=cstC#0yl7+S{jSh^mX!2ob zg~gp~^NZ`kZ!b^hv_zzjQm5y3wpaBNQ0`hocnP*>OlWcH)cP2pI0s>5`!`NFX68Ek zH0SeWj&RsfF23^HeFcpWi2EY-2dq>;b&Pla_TXR#d~Em?dLQL&^XJTnMPYGz;v|#z z;a!V|jq48VX_pU{3by7dMQ86{X4spquF{scKE8uV%8Xsp;~){=JsH(|`E9t8ofidb z1%?-K*l2b4PX^q}urx-VG`gvRtF@TPMe@)}^VSCn*m~c1V*PP-%kj8Q|0lpit1yl~ zu2YdiU(2s;b*V)wuPIuLD|7gxV84}G650N%b(~j9uLcaHuVR%&>6P0t>?yt+T|Y?T z%pP(z9A5`~R=prj{U649}DTeet^g)joicUo>{~D0I##x zT0ptDbzASr9Y)Pp ze^?82GVlxJ!!PpB9mfBZZ$>Pd?zs`Pij*k6Vt(j}#luF+gHg(g6(&#c*6@l`!_Ad* zVtI$KkeQ`wxme6MTsI9p_9@nU7u&2R4{eFWwS00YAImi0=8K3L=ksdaWkL!SqN&?n z8kyZ~Cw1J~9>x?8Uyo}3fx}~KarSeSflHcek6#>N-Dg*xj@Rd(1+7&DzXZB}UlE7H zAuIcP>eQG?nK8$24D#TO;i)9PUDlAG(uXpGs_TxMjYV_qJ^L69$!G0x2O2zwyoWG^gC}7qH*+V?1uM?!{YWo zJ71FypSg+^y|49;P+sZxz2rQvj_2ViN{YF5`q;#(Eg*>xvq_e?k}rDn$u$w8IZZn4 z>lDPQnE$-QWx0*Y-ce?oUUC(VR}eJco=mw~qfxb`PtQkR^E%UTH)q^5jCkv+L;hcB zxGw`2f6W*8RWO+{+CnNGh6Ri%k(2*LY)(mD(IO?;KJ&}y;n}~(ud7;ps;6x#CxFIG zf!J%>Ihy_pqnH#6nW4+8{Fd|Gv~coK^uCvFmV=!kE6(G`k3*o})a%hrsxG9iwQuPs zo5<;6RMhULuxea%8W6rHGTEGcxL6B!384(9VJeKdyJ`fO|2He z6u;qm#K=#qE;caSaX_AvYuEf0OJ?W^n}03HnyqK!j%9S2N~TJ{8LZCSWSki0%Fkwo z`te(+aH0-<^{`OZ(8^i<6sk`oN9+6!1rB15W>{J7+xo7O4eVJizu(o zoycdSoTf-`UVqBaS~m=IXZAmB!el4>#5gl8L^6@IeLzqnV@ON?Bt@ABR8YW!D38Jd>vg&WZ%6Soh^N%a84Cqo&HelL|6rO!r&eJzhF&=o zSS?(seXh^TFd24}@D-N9KfK=#V^Y*>S%+8kdC*@AN$K&RPx96Yip%h1P@L+T9=9v1 zir_+_1ppuT2Wt%JlB` z2gBkJ@F+nTy38-x;vX3YMFMdGVttq?BcN!a`^lFYNV`O<<&;AiHS)B5|5EMU-`T(G zsc};AK$r(GfbE+yauf}2TUWiB!?yW5x_}x8K)3nRfCrmR2y2*W7J$n@DF&-GL;3RDBTgTpD7Y*@L1LV@=P*3MKeuFAMP{Jr5bVB8^4T#$9DD!}WiGa31QowP ziHV>@RrS<;=|FZv0+xnOqHRj=tW&bDXikT(?uMJo7kVsXJ!CK-3&Uaqf89VRh`{23 z9Y{r$cJz=1RF)}hd>=UEFhyZ4XMg^wFM;o$cRD;q$t6l+SZrxk>Z0SEA|fJ!#r)5z z$+>k4liqCRba(MRtsnq5Cz|gUdKs1jS&B(gUI*nxPG8Rwp>jhOo3)|m6`^2roehhU ziJ*Ir#9r(M$_-v6>cgdsk@qdQ@>#5?^|L)=WSoCwtIYY8KSlM4`^OFE zGTnYVF84||e@h8sWpj2I4fo!w+4ZeHI&HW-{b;&0u;q2Gm)=0QzjWQoj0DZ+!v2;} z9ExZuOKk0Fum|_^HmL_2zeTf8RCs-Qg}ctC-FHR|E~!I&_r3l!oI@ZoQ6Vv{WDK?W zKkH|=wJ*l>GW3iJ{W}&FFNd0v&i{3PlQYVZGb|vy^YRY(+f(CY&Auf26w{w^$F57@ zVet1(?%#42T7J~OBY~%N)|GLls(UmC0hN$Ar%yxWzAfW>t6)TC-xAeJT}q(S9CJT< zwCKU_x6)<`p5h3VBLket!y_VwiptHmeq*F6u$*U0*nX70p20&yl#OeNmqtewV-Rs~ zIQ%MQL}P%6Q>n=%*Bg67$&FFkm<}?>Xb(vSa0o9lth-)t9ZG)K;Qe}s4GCPY$^GlZ zQoULKJQSyy^Ll`6b4aNIky!yD%koIhEpZkfp?@~(O}X_w&T zaAt$1Yu}djI~0(JD6hOo_#Gx7j=Q^Ha#%&kLLWpb{mX-E^e15~D{kf+#u5D#uH)3Q zT5_>IF;-{dd1m#mwEq|sirB6`jFq?dG8%j)>GvW&twL7HtZ${%@}Y?dGn}V$zMvb& z02U1x9RLj%&Tc`dI6(*!1EznNfpUPn!RT<@E)2YZt`gFzgngU_`wl>JkIsF;0)$8Z zD=V{hDk7v?WZt5?vg9P z*(*P2cOlM~zxZ3Ll|s?0*~r+q@3cQ3Upj|n&F%gGL&!ILG|Q zk!6Oc*}}=Br--U#c_!seuPRgnThF=q7z)}Zxi$34UG19Ddd!=}&6W2Dp8TS#!)_20 znBOyBZC(%3$@d#sR77>m zyjg8 z;2?N8nTdO{-OZUUv*v$!e>x@hQtZKkJ(s{cbz$)f(-qOcJx8Xk&V*{+BGIcBt5E_! zLC+vO*o7qYsGf?Lu++ipfP9vT7_7%a2IZkUm(eFaCt`=LR874(StHh-9vb4Y`}d|s4iP3g;-v)%n@XmH z$H$;0vDc+^*I;j7>4ZkNV}B8Nq+wz+^!!26_B1XOP{EY6w%%Nn{b6V;Xb8c7r@&$ALp zx_xPJ3)g4tb+9VMF%co55*|+bh75Fk)%+WgPYEC(Dj{^MZv z(GBNiHlAHRmCyZ?2Tu~zw~RwBI< za_?oqHN1ywM!~-&-sS(|v2czHvFI1iJez(2DMeZWc7n2!<^d?SM`}&IxTd2*1i8{w z5xRXLAr_34G+i$u`F7C!pb2P+G`wwaP_-@nT17_M@T^Nlb7lYj`N*cQ+8a5wq*p9b zBFSHRXv{DCHAv&8VAw11c~GY0&51#h4(oVio5baa_2_}8;-5oE*#VJ0Vg3-!V(6)N zy-KOlV{85uexJ#(m?e_HRjTMsJ=~u-rONNQK;EvwkCM_2Dw=Q-Ix34oVRe5H`6AMl zYAb8`9F{KP<9%WXdsLd$vuxuclKZLEgVnFcKejf!Kc0=0%wO*1 zKtl)XIJ>X?f6yGTH;wrSB)7)v>JBKncXB0b@8ke2jD`qZ$C-}S> z7HRHddv>-kH_go6-QPj_hsQOWT#rRwk~BoB-1SgsBX{7EouTwGVH-A^oihG7q0 zpI}6%G+p)|o!ecmx0*kEy{re^hTh3Mi+f$+rSj>(`BU3b~7ZWtJj>sM~>P zomrO%D?WQQkETQBw($B+2idC!TnrK1C}ou2+1F)N6?$=J9MOr+*0)gB+=`5DsA>~T z_&K*h;!km(s zAe2b@2n{4>+N!Pql)_XH*>L``frXpB_dM-9sT4!w27#=fizyeSvqEeu=Id|K~{eO zoLxlvrF6YJ$YlZ8;2>RKyZKs#o|?Ahle7;0QY;mEA^}eH%!@ zD_|LQhEZLU?IZ_eT!eJg7rU%H<_D`NdN2+m5)k6cs=78gkXXsc+|=9tsxL;O6EEMg z`=+#nb?@H2QaDI(QB;cBNQ@|%TSl(XZ()ivc%6Yo#G0h!In!K`7 zRaMn-OdcNAHK=l6=1dg^o-Xnl-+REo4IytmP@+~Rzr^qZ=8ZA*nm^fS5NQgK2&s{3 zl!$@uaQCwNq(Qwv{~Gqyz&4Ju}<(i@M%NF-si$R9EiW_*SVh-p?d_>=KOj;Nd=Ou!06so-64Ys2TFpL zS(QHH8Lu|9D4)+-976Ai%^UricHNY&+{kGvRgGk*r7eSM8qM=k4?m{>az)gaOwFx*X(j zy;0eH!O$9a+#-cJ0oX0es~;Y_tPT%Q2LCYsnxr5QxChZvG>Te8fk2d;r($)v#@`W! zHgRut7ZOx&6j(#2?_M{RBsJ$O4m>Y2JW=rAGV^ADK?7w3MOg-rpuokE_xsEJmEWo^ z_gHaQHlDzT(Ky99P=Jh*mp?ri@PZ+CmHsYQ&VSL9dnG@Vpos~p2xR$B z)7*UlU@LeysH?w!z?TTj^R~6e@vI0?lidODvYtZ-ipP8H886E#Dh9`|I)A;67mV1s zw--{NAx|IoT4X5{@Qz)<6ciLzasR*@6?TtooSP=}9-tyP^6sLr$t7(`A#9B>3GPJm z_P$Cjko0gOMcv?|U^Q9{Ygg5U0(b=JKmgX!-q3w3i(+Wg5E2&}uj$vYPSyOfJAw1f~1 z3=THi91#HD6f85O+oN|*&mkVcJdzhMJFs_Y%UKV5X#N`l2Ep%5Fs=C+-(z(WslYuS zhFl$*T~BRolJ&jJt=9fhQA?oM4T>&7gpie)Gzf&M+%_3@wWxD2p{5yGQay|`-LgT9 znjIs$6%P!a`{&UZ7GcN<>H31-hwX+@{!r9J5=SKP(funp5UwGR^M1|=8#fvoln_4i zjRX?0Fi_By0R9_ry+RVE0FJA0n25^CV#m|=+m#E) z{?NSR%rp!@&f5MffQ{NzD3KWfn;zU>rNC!de3@5){BcS$edz z$lnSKoCBMxu&VF>hhs~{+vLj@uuA5?L>bse1{Q=66`h@xg$`kqse`9mj{j;{@q*={ zn+B~QydqApJdl7*AqPn?Xc2g{Nqj#{Mr|sR77A5Z!%Nwr^(}=9E$<8`FwOk^vJ~i| z2t8KyRgUa%M@T>Ky_7#>3rB1VWs#FNKtBHD3nlQycqqArCL`KR2T1MU+UXR>VZ``> z0}nPPxIE~4;5xzfN3X>A3gF`~u2P9t0Ly5YZ$@I_$1~n|2`VD%HkguuH?MJ1K;g0< z`KBbJ6uJaK@d$q9ga)k_K6YR^D&Y(8iV>1J&^#ay6Jo@{EgWL6np9Jx$u@atsi{Bs zNC8pYCOZ8D{NW*wGGjWkVmUVqL> z>S1T50qOm+I)bt2rX2a=7@1?`?15Ht2TDpxQ^eVl>n(695mqpaK7bXRaM23_72LW* zNoMUojQ}mi{v}JZNFcEUxD`x)%MWy_r&Wm+n!|2jw=AgN`~C9Uf3$}oWRTwts|kWH zlPODOh;dlUvA*7Xy~P9a>qhhN^$Hl^gUR)a!_Py@>YqRIr56$s5#1ohQDA!?rDSAe zWH4qTAednZ9)^O_ePZ?7*J`)hX<^c(?U)QUBdx6#I^XV;DdxF|Ka)39t{$SKR=);t zR#x7u#SXH{AP{=C@A9m#^u<6{oI6egCU>X5yWTZJtyZ4?TQ>~V^;k*e@`u`5wP2?G z7MMrThr#o;{~^FT{+Rax3UMc$ulJ5L{JVJL!zg?;wkcA+mQ{B2ID6HgaUWMsr_0_& zs5Q8;N69Xl99Y+{A9B$@76dOFkVAEve=St+4?>2uDvB3<_o9(8ZDC zI$FE_tI3%4V`4&ru$}S;8;R_>I!1n6I<|f<$@HY0$cgpWJM zyh=0sgC#80Qf6n=B-W#@p%x_<0ra!l^rxA`P=d}ni^pYT0A7p(ey}jGP?8?{^XI)* z9w1Xt1B3G|MEJar=of;0UTtJ0f5G^$8Lp<;Ixcp?)hMMvWM56pZOQ&r|I0^G_e^Te zwFdNEB>yGXCJd16wP2b<(id>WJ9pKN`rGgY@L|zEF0O7p$)~zkJPi~= z=$WH4)mY5)A#9ePhqC^r6<`|FvtebaA9`#kl}RdzQ2)=-wO!{$WDBh zq}RVTQE4I(u<<>HiaUu5gtBmFaWDf4lm5Q3%7EF1l-0z0wggU7r)q}L29Y9Asq9VxM*|{vl3M0z2961+TY(VW;k8*80uesmXO|ZwZYhib zX~BCcuup-hZk!5vvhSVorQWVCuodt5=k_|3$(xx-9!KL|OA9fH`U~!j(NYYctbDO- zu$>T9!eO&95W3embBui&<#O{Umq3yrU*rC1F0*X*dMrsx>; zm_-$IDQ+|8-I!Ka#*uT!bj2LI@hCMgi1rFYC38NxWQK;S)_9fU5zyB_^^3oDxSN<%gUz_)4HN z)DrTjr5FgJ42YcYyZZ8Saztr->;-blvN3hqjySbk?F$WP zO;q9|@6FMywrF4i2^X^TJae4B%4Z@u@@4NLVRe8?%B))MHLXT}lnPhdH7zAA z-62RLh=6o=iHJytgh+#QcXtQ^N~uVhG|~b}2uOEJceBp3_IJ*ov;Xbu+AKD6&H2tJ z#<+*dxhSgCH%RN*lK^8 zx^PqMQrAE&yT^doV_58Dr~IW31;0{9Iz$er+K@s115A@4{1ZtffXF~FSRxU9uyvwp zHicz4v{~-%1NZ5>`}=L^|2?*O2%F76k|FBn0qt^ISO>ZZI-ew;z~&Ad zXXL;pr1RDQ9xlvWh*K61LZB`vdZ7uoJsi#%8RWn@kv|6XolHQ0Bv?H}icgx%TF{`! zK*kV2`3EaJH_#}%1hnaOqJH{Kp|!*p(f_Wc^TDq+Oa6*Vn}1Xx8uJ+acfxss+jSxe zVyr%3#}W5Eo$14TcO;f#+U|u|J`2UUnfjN6_Z_Ex#vHju|JucMpnTnhU5!@NdrmAJG_Ea3 zNv6=kQ`JG49Z+$@q~a?3>@~bAfDIS-FKYhe!e!+b6=(&lr>_!TD#qU=136e?23h5Z zJ=kz9Y2V6^YLP?rS@=2^Mrt6tW`S5@Rv90lcEhDtT%)wYKq}5v?9IZ+OdmZ8=WD*a z`|mT{jPU1|HYRji#Y~i;?1HNWm=eiPtg!Gu(ZVH)%W*gSYX3<8<(f6WBn+qQOu^&% z<+TBoc>SDLJ0pjWx27kxG<-q8x!LlC11G1NZk{qOXrpkJ1sXUIl*cTA=@1yV(Ui?a zH8okDiBQI-dT|x<|48Y1D0EL`M2$dx)layVvovrd2I?@H} zo3U}^Ga>stT(*VmyB{XV7@(E!Iu%ELpD$i$^sGWC7dYR(7>lW?sut*%rN(Hr5B18v z;eWxbCK4egHu}$5#Mb)W$SKC_kE+GGund;0_z3DTkIqeE*a(9h5j)xWkUm=Jm=+Id zMqj)H5xeb4p8?4A!vsFU=tM!vt(gHHaUC50n77)%f=wEJMSz^1)?ldRY32U?3Ul9p z%S8tETlr@E2cZ9rK|1`#N#Ez`{7`0}1$KGE(ch;?-6%3}RfTCV62|1HhWS~nDiGkE z?_Fg&?!6b&0;#+1V#eyZ!H#t=I9-k*m$F|9A%2?zu9qDR=GxJDR`(P0`h#!^6J_6< ztq*HvyjSTOu8t=G@WcfI59Q}>*MK>VzM~281AA#*+HKx>gLN?6Y+HB#qxls20d;&P z6<=n$oQKTG$fU!(=YV>#d;N0H>K^a|fYdB345NpAmDld6+(_i9!rL2)`_w=-lI0-t zsW^TjBO}vV^J|PbE+vHooCmC`i1Vueqy+(NJg@dI_;`3az*{EfisTAk zjya!wS}>;N^Gz{R!h*S5Pv%z)KP}KBEu`@2L2z@=&0cTKT9oj>sPBOyUvZ4X0{LEp ztl@&BN{T_X1?J~q=*{@c8Eu@rH?A(|+6=Ptdp~yK|4$141A@Zy2RA+`lY`)Blbroy z$*__<=ND0=E@q{gDI;d?Q|((c;cn@Q6!W&=5fC5HT0HSXYfvpli)@Rg9?!|iiA7eM zABN<0nG9H?-56cf7sE{^_`u_q_l-i z_Iu7_Mss-H&W6T!D$7KaF#G{$g_p!-?L0Y+jg{*5M-KbP9l>CQPmCF{jNQpWR-fli zZpi2`1)VOQl-M#A zDXpu=u=6Z&ze$i8znnvEagjswru$*rlv8l;w&u9m2)S*+Ko8^N?jQ56^PkwiYoR$1 zUN$7}q^?A1i|{c_pxp!W53S>kF-gfNGW%kAS0?-pLv6Bf+OPPIkvCeT?Vq=4m@9t;AqPBL_V&U#soTT%(kcBF&l&^VzaJHr zy(jz}caZeh0!3^0=#(df5t&2@ZiaWPePDmDa#>V_4 z5>IH80iJLUX0?$x(-p-xDLEO=7Z+}m_qhtX^L;J^sjk>lyP;MZ92vQ#!W+|J0k#{K z+qDAXwjG&)HE}DG>4#OsEzvUPE@ zWyQ)@i?|=7mm)XNE)z0S!x@X%GIJXv z>XnD$6Awr%sdeCgnF~&QPT~0G%!CUYMfN=kzwCld~V&7rwf+%xfZ8^P&Nb6@y985iZ?< z9@!hxyAq=B?UQp zwM{(%YkCF~jpOiCXKJJ|d{1WzXJfU`Z44Jv(SuQd+ohuR4NyUF(h3xXssEg{z4*MS zb05ApvWeWZn32|1Z%BM@Z-TT+ucML2;P`x-;sYN!`Q54i^xZn8G3QF?Qq|C(z*^BjcD?-;dZg98Wxla*2}udcreX!dDnFAX1J+A93CSH3;LY9WQ*lYq z{4D-rr;z^CowlWwIDi#X!1z#ETf7+sclsxNVd{t%m;qpR27DEDRefkx@W3;j2JFx4&mi3(crPSEtF zW}NITYz9;^jP{Q#{?yVcoYzF><`ooaFbH`H);uWpls8IC!H^bd+b!+=!*Rov%C)FKRV6v+mtj2t0Zsa#tdjLcYH1G z5`B|OMC^0Z>a!0kvel@xy8>Gq3KsDF!=#MarRwF3_YK&T=R036pYrw1wR~N{*=Tl< zgR;g!_-R@KHz#K+cxEm7n83pd9dbfKf-*PKZVZJhKV?d4GZd>62{o)LAsy$4ao>Z} zZxtJcUh^iu1aU}MMYP_^XQy%Kyp{j`>GtF&BX4Cve^1&jm5Uj*KVLj@{rXOpt?ge4 zzsR4yeO9cwh_C5zKl(*SjMeYY9QL;rqKBoU7cf%h!l)>I(9JLiF@~I2V5um#oF}4q z1^aG~+w3$Ri(L@GoUetNStVr*-k~e~`Tenlkn2M})NK^qo(s99iygV(+Jf082rb12 z_aV|)6$&NY_aS?$zEab%+X<3ZG#)r349v(h5OEz!6fg~dTQRC*A*p(z$=`R3cb!Td znF$PJHFL{8g;?_NhKziv?m*m*T+Px{3axfhw@%A4a4UHIdtb^gCPw`+8q=!<$l{_- zRr5za$YQ63vTbos8m4r9pSnXsK&6yr*#}7)LDo+|RX#_l%1VNyByf{=xpV#TcgmOhY&M^3_z9<1E}7!*J-4lKZy$%tG0u;EMX0#x;%{X`L8-CwW`K%nR&+zf`#Fahrwb)2|5(E zs*K?P&!B>A#a^b#Mt}_r2fy@Rld*-k4yIg8q)`ef4>1HI+IfTt)&gEOl? zm&UVVgu7C9=y=(nx>#~yC89QLXr;AQuH5!|$lE<{2lqLRZY@U1zW6`@x!klIQwYDV z`VYN4!Vp&eVF~>F$0Da}DrkiFc%+9cZyHqB((l`KPnUml6xwMF`h3CHCT4+mk>iGY zbHM67|1O%!ddFCH}HX;sh6=HCfGFL(9I5Va}{vjR;!>YshAB(uA zdas(lkd%GnYm0fICbzx%z4_{ea%Rf9+aXl;Sw}3&g~6`AE_=2#np>igTs))F7f*=r zabP&*N#H_zqjU%drd5q5gaGnQaQp6TfAS<(!WGA{6c2+7XSfO*4;b|s$byfOMJt3LhSvn3PH^J#aX7_v1_xe&^d-t|VPYJ}@1GARpyr zJ*88D=%H(jEB@ZMi&N!Q)pBpI6Bk9QFwmn!C|&Ul8XJkr=$}iUwWic;rri>l!^W~t z$Kn#^i|=95=Eb!k{JQXKCbq_N#Ygry^TVm2?j}7KBIT(qJRZGO|EjUl^h!(Tcn431 z>|O@5JVD_W(Zo=xCM?#^4L2K2?LKeohpk@i=4VXpDW?a0K%;`e3D@QYgqn`QyDDyc zR?lj6J=BdOb#X^)Sk(_SldZzjq!z?`ZA0 zHy|hm?|GRx@4$NdbYeGS$N$p;)W3YA`)+VnAS}Z_)BDWyMST?^*!Mqj+^OoXIvXg}> z=tnz^4-+DSuI}xKM$SAy4~jx>Ng)bWuDjlSz2nEeV3#?2+IioCWL)uSo8`Qepfb;t zL4MB{mb1B_f?g9+uL`d_!>iN>)A`@=nHLndwkXB%@@m0 zy8f|HMSvO2xBTOhwG7--5=juw9TlD6uL zci2H$C(Kmi*=h2l~{`sR(q8a%bG~9?Ox_ z)^}xC2FP7nu0pXYDV9*tD^cTIbrt*$Az^zIIsRqH_H^c?iM?h#Zc(I$jy{d+`GEfn zt^Ot5`)i691mTNPrGF8AB=@auCv*kEk`{tbVKF1%)$>R1ib{|*IIAgBsofAUWc6OB zN{{fpOxWh-fX3@D`JHC{*aoqb{+W?&!Xq(yfy%?zQ@ps`0%!Qx`f;CLr4$|Up#oz&rw9TEAdpqVdH|4hB@KAp`467SDNEg&rfZa87m{>{AE#2nCAY@Cli~1A z?E@thfo3Twz~BJT6Wn5kG;D@qN<=(!K3n=qRK22iS2@3|gT|?W*wcZFiwmg^nw!n! zGwlSN&YX)5|14ERtuOYsYG1m6v~BLBxGF~5I&3!GBpQMtbX#5ZFl^Oa#~V#&znvnk z5Fk)q5bO`Y%1roP=)Hsag}xc9Igx;7394ie5Cxf20)R7(Lh%{%lh{XbZG>oY5bsHj zTn<5b2sRc0*O#=$6z2mzhtx)%TJp(HMbx$amf&*UX^mc4*{w%?xj7aL__VzL{d(C0 z!3+#@pH=~hC#1}lAn}C-Vd&C0BrRb+NJoiMuKOiyaVu0yp}?T&U$wPCT@wLGHtUL& zJ7-CMzcQH>-Cnw_JqoSgVTk1o$> zRx6S4m*sVh>j(4z209%pYA&1<+zYjK1RJM*cKjKYiZ%(sP=`gba-Q>U_HD+$sP>Jx zy4e`Cy)AYpKdjwaw+advxG;i$x}d&aEqI^ywu+fhw8Wu`J2v@R0NgqV;giS-sZn6jGt{7qQGUpwG=Tb z#tj$;!)}GeOUNCCyZ0^RqrspU2raPt59wO!Qy^efuHbt*#N&F+jwwfCKpHjd&9gC9LXWH2^t>j$ac*F8Lop#Ld zo$6+<#eTiB=5@5Z^^g?lhs?_LoB^r~8MqYy4+n-3XqSK^4YAAo z{QN{yNd`c_tUk?%Lgdf~K3iR{-XAPBI2v;%ORu1_2D3%LPwAH_K+?D@ zjb7o4yBH{{_K~K-#d3w%KfC*7WfUaUixnMatLeanZnrH$e3A1C@#I`dn&XMyy)^Ug zSB4Hg77{{+H=RBrUx*bI6;=1L{u4DmRptr+71NxU|NEF9e6e`K5g)JxtyN$ z2hwj6Nz%>#eJ7u!e3@zJ=Q<0bi6^Zj4z~H_3w4#V)=KqDEl3BDSXB_X0rVJ**j3zk z5M7$CiV54Q)jVHb7Ug(SK$jt@TF@(k5}<`&U7MDHHxD~fuY>gc52Mkykn)Lqtuk$1 zfbt&@R^wAElS1(zKnHWdJ3US?rE)$_jZkn!q-tIJ_L!+{fRrBIS+ei+h}z=>=W^l5vWb?HA-d z-d4I#rp`?3MiB0zh6YLwP^j)~oTDq~htm>o%b}=~nG_*=e5*u3@YOnUq~iiB zkf>UE%H7kJ@ehbW3qEn&NwNgr6a-mWu*-&s>rF+k+kPtR{Z^cJR?4{*jy~NT<~2nr z?Tv=7F+%Hq7Ul?sgfhVeaIAr1n8NRWy529G4^+dZ^ec zdk$A@k)ruj;pbp?h`hSp9e6?LJbfC=rk3&RPWG;}c-0f~KUz1*Up6)YI3`g-#sB28 z_}1w}V1U4zir_)GmxCCt)|8l(9;_ev_+2051M z?28pZgts)4Rl_mHo*N<~56n!U*--3nf{;88HlHQstDorIDnI|UZX?^{ zD{N_fiA_%jmtD<4Ed{~bgiR&-W!2UPOqC}m zCyM|SV(Nk^(v1vj%=^~BoiZQ!P%CvF>FT>ztT7uk=E6x$#!0o`dobw#m3{ts5^HeX zSG+-=O?!(IrtfWhZ_K#+TGoDe{nV*)O~fKGBtG~WQ--&|(*}{50f(b@0;Y&9 zCzGy`l?@f+QXe}}N0WaE7YK1(8u3>uAu4b5gIsl5T-d;rMqBc3)J%bU>VtqYGXZBg z8UQ&0cC6m$wv%YreUf4H6o^pg4Sq9#amdSvK2phCPR4_t zys`pSh6qM`?>>HPhu6PsOf&4&3_d@*=@ftB(>T@~82EFq0p2Z7zd1y6H07&YUOsSI z+zrfE{d4`nd1L=|(PrhlI-(4EHN(^9R@{f}ylaAXf$tNfjua&tc(ov5ofUC%^%7ya zbZfQm?7U{D-12mba3)?wn~LD9SkZvz?~_=mQVVBiA~*vgM>jBgKh^jxP;(oTYS(-f zVCWVlJ$~F+geEb1Vae$#|EZZ_^Bl`{Kb6$8;rt~cT~D2tBzkw;DS$Qy;d=Zau@Usy zNQLLFQ~oI7h6iDhzOn9cro(0SM+9C$z_c7RiP>pa>D(Oc%Cok*&r^)E>g!%^%lHwyIj^bsO5F6uh9pi1!hiDQzqv!)qN9~3o7hTO-}RkWndNf^C=Jt zyO8H<%U09N-0DHwcE~5Owz7$=pc&=!oM$k-Osq+~Ab7IT8+ZCAF|Q500&*5#dU{kH zrfQNi>zfeQ7fABTrsqZ4RD8QvCF!*ziG^ZD*j4)c%JPy$NSEnYh}PAWrZ{%NmC*I# zvgzDq@ZX|}A!yKz#3u5p5C^GbY0J!Gow;TuFJ@Tn?xfNCJ6!WUjfg~axr)#p6Xm&q zv;b-N>VMh)Jp=u@zl@R~N!GV9-^#PxQg?3aF*i9B9cG|ehw*9OGsTWEL4os3ZSluDU6(^Z9pgmyc7fZ$zU|8!t9 zBQtZc%=F6s&$ZUO>!d#9RfHT)xs`t(9+hds`FC*>Y|A&f^2Wc|kvhezVl1|ip8iYN zxqU0}!x!AkeE-=5PK>zrHyLSZbMZS3@p3A=d?>ro&6CmWlHW0@cA;AjemU#^*x3zo z6@GwBM`D#ZD@a>{RrswPD3;NoWrcaG?f6Rpj!RM(W)5R4BBRYSEEST|h32N9TTe6E zuP%@jdiV?q@S9o1_xJU6S|&#JjZai1hkw`2DE4JRF5A(wIg}C zD`z5J4QmIWtvzWh1q=gZ#(Qf%AB0&-a$YAfludROO^H9rCRQfC zn#ko%HCs#68+YptGPl3w`H9{%c>KbW@geZuyP9GL_%a?u$}_vgi1Bl}(A9^6TQiYfUFyFo4P2tAnX<@F&Zr zua8faO+P)-VMZ#s7p*lnZj;~P6mUQT@?WZ}3v3YL>DCI_p*Ht-{fdgpE3vygES0)R zJcyneb_(qi>Z_7c%&5CEB)*^~7}z+&EC*f5e)}mXn)ugagY4v(7vz&3)@8lUOWbE; zgM6OEUKZtV0V{&}#NrmnpJ8J5K}jlG3Q;J6VkTF@H{)aznM|?R8UN+==Q;-uT@?%z zZAS(nfz2PwA_T}63KMToHz^4LgDC#1H>uyGsYGYK`YJqe zAFx#ce6PPCaww}yJN(kQtj$smMNyfj z&uv+Dm#ffrwFn4YY^*17?+{E^rP_!o);JPV3m^1CT8oh=J0^&Iv zsSBz=2^U?J=(XT(g76`QLlk5p3D{QXT@fs19NVI_YTJsRNR%5?gL5-byY|j9zkL%1#a8># z1KP#DqRqsVNf~cr8Da?(a8_LIXEuk8Q2S5=%z}c*aji}F;KLo!E6Z82G zBMAtf2B!7SgZu$-qkrVSUVnvzOh!iq+^sxjrwgpx%*%2;P^SGb?HG9v^LgWoUkUhO z$?56g;3UHSYXP36ByzMY@GZ!_$2TtQun?g4KOCGhr1ceI2(8x zy~_*bd-RD)RT0@T?jX?DChMSi2#CxX?bVZu>Oe$*$&J10Y5{mHy6fkhgQyTG=L`9| z=Cv4Yb>PC}ixvdsYv21QNnM_EC?Z4RN1xGvM=qok8#<9fz_D(h3X<4Lp_fW{=kbo8 zlA<^iCPdM;y2I5#W-o#!_2hMVCvLWWE9sz8ozt7#uEk@sTso}K_6^Dzvi9fi7o_}6 z#O$tzHs0v!1`b$1U#JNrhr1qo(3}_pHK73Mu_e-wsY43?4C>tNe%0pn6$JNYO!>(A zu4ip9hD8PC{@HKeXU>o(PiEh(!**4rbNglY?KnJY4P7#<#4b-GVu*Ylf1>C`m)cos z#Z3WxnxQ*+*+%T4`1D2%-&Q$ICfz*#HfiOqNdY!MN?Ee$a=+K>bUre)^&F(L$n;SW zuU*D|7XpwvK5jn0g(TQt&fSp09`}AFgBAU@v5^j<#LP+4V8sXjmus)l(^c8>{PtBq zL}LMIS&#$;dQ|i7N0u2lxQX;%+R^pfgRNAQ{Zxrm$mAY^MZltAzlRH8<`jyGiXckR zfi8N;0K@sr^|ayeM+6xMq*GrRlp0RnoCazuWsGVsL--586?YIly&i1uD>=jjih>@VF~ccU1RF(M?>@o@8b1(m794ZLxbq}O{w z9{4m!U8H7|zIC|)7KzxNTg~~g!pLU~-L#CC{1q=abSJf+o900G& zczE0c$vpq+p#9gX8JAEJU+Ht9?8s{rStZK3LoeyrJ3&M;@}x;;!$eHq-m+`>w4_|d zlfdrNS?o0!@PWM3;8pPcy-HQD_lFi2T4a?2qr(;uUoY;#Gy$%>m9_O7puvDzlpx?5 z6u9OuzQW%My<UCi@LQjKZdrG4 zwg0-`?gU$Cq)_2M9x!r+pBHd$C$l#dngA2ss-3UjzP&9fT576efaybNo)0eEOO$kU z;quJL+%~Xt?bO@I4Y?cS4ey-ThzviGg}EzGZmP%&ht{i*@b>o|a4U!(4L?MB^Ppw} zAv}^#Z)g|;Cx%hI=S`ma3F)(J6@v6^V}h>$Glcsb#EH&g>iKPK%2u1JgtL+!6hXn??USH^74{WKbLfof+gUy=bv@>&zaBPjmNN~ zFtW4X(2_VJ1MNOPY?dJ0>%#|5Q2zX07i3^yNHmCT0*i0%=q66c4^l1hU^tjTKA*%I z4O6t?zkf@tN2kYMP0ovifk_hzYk9hy>+9<;)g#$8PH?w>YwCy=86Y844tzE=Vq|V+ z#`u=tIpB&x*KK!FZwg&K9E)Ut08;5SO0+6Usy{3!rmw=l3t?g0>owOSYgzFO&G2f8 z5h3D6eXn)P%|DX-Z2tH`+ddH0^xJO2 z4K84-tMN64@dfO~o}Q03Cx9sd6(!H--yOi^Av1(_P8K&z5n?l5i#L~6S8ej-u~d-B zoy4;{+uI3G#Cg+I2gk-J>xl()qp0jA65>rNyFlBXzl(^(iwo|S#n2e~tXrgJW5Ase zwc~raO?9yy5)$%7ErC=^cXc7{Ce{Csie2#k}=;-6@+_ z{xhFy44;0iL4Nxox=w4u_V#wv&MZ{?%d$Sy^IHk#lyUL#m>p#xN1*MJ0l>z}7QTuN z{Wlboz$*`w9~4cy;TPwUtY2tJ#HvX-vp7UUx)$eg)_dcFfh*N!_EcSif*6?@PuYHyp!r-vI0gT?d<%xLWXrb!)0_C=rdKSHs z06u9e9eZ5>3@-a8aufAq^UA#}K1h@se*M=J!^1Fmg3UZM%pTz-N&hrnAE6Rn zo)8~D4`B)6|F?@PJE42w_}K#Mr*?r|{V{w}=?jfOsII`(9)78Lh8^2{P zQ=IKTh>^;GaIh--Z9O*)o!#j|Dq9!g@6Tk7EU|~S&$Dx!7STJKF+Hxa~X%WRF0{e zC}Rx``Zj;C(Z@>3Z`N+&jBz7`iK)ce1!JZCIo8GaJ!*8CmLbX@(iM^#a*nZ2MP4-M4Xk>;>+qOwYA$#~~01Y;kyR6%HspEmvV&37zntJUQGwwj(xqmNPok_q}EW|v!+hecrUQ7`i zBmey~N|v`RNs=(hVr3^FrdLAmR-TJg;#UIuWQcej_#|IZ6yZY045w%wf6i_x0_k;_ zYVa1^JbJeAvR_!&Wp>`4FIZe4cgbm7jl( zq5;VtNZ^0)k*D7vMy1Ays4^`TZnA0d@@FzJj+1>=<=RulQ$Cp*S)=56B z7G*>J3XChIb`T|m4zFj}o>0f%9y>w=H0{_n=NAax`&--hJk?t&bUYlK)>+;raI45* zB{KzF3@-_Y?s>wJt-lLi-B1_M@43N`BlFsk z0D3cISt+Q+@_W!_m2>l)38Th@fp+(tc0gp`;`UYR8)yQ%66iwvUsg^VK)@xq=rE#L z>vk={`!?3-`@P`D4>Nu!N$wn=kjjH5(tzp8fxbAC*X#*-Bmo`nx}OpeM!SW8?W1*etirC}EUwM&af4yy_{AD>)F;ID_mZl1l)rjnH< ze2VVDcyA1)7uj(V!6I`;P;23D@m>7Z8;b!{4ncCZ|4$2Wse9jm+5Mr4rX~Sp1o70z zui)EETBwIrj<)Ep*XwQtc9wS~e}g2@gCVgDSNXJ!m-kqYN}v z%cN6^=7^Ue%9`mn7W}~wG=kA_%}k7n!=pA?4YLC%5an%bY?Sl9!SDOB=E?!_zTtU$ zPnk9rtRzcvjx?;vRzsfNOL%{73U{t(ajXg%_cJR-jF|lK@o@kog>*TN4iEn_{EP=3 zE=)O)a=?%s$fXKv(1$2MwM<@|340x#LG$ww#UdYqVU5|B7ttb4~RzM-Mv$*n(X z{oqcG0do z5PKK}j&_mnEbXMwZNN-hB>r1gKoe7o{wwmr|kd`IzVv3W82NoLP(~cB}$<=+m&Ie9#tU|nS^jQE5JHcHl zx7}?k)ake2_rWy}YQwkiS8T25nwXeq=L^z-LmU_dD&;yc{AtyYPB zY;A4*#aK+-o{RB;Uqcf8TZRm>l98JKDv{dI=ipJIWpG8S%*bn87X~$KmSpcI2mUqW zTo|MWsEn*K-HZ}08-IC>b{cV`xzm=ci%e?L7X^&vm@}o{C%-wkEKeHU@_Ycf8V&y@vjR zaTuAssFf=qGJ*G zCEOe%G4GDMg63hkq~g*z_VcahqnmLGqB_lqDUmU2s6i|S17i2>sfSnu8sP$hc2YN7 zX#V+{>zAY+wt;8t0h}5iF7x02@|vAwKqYZaB-gDb<8Es;_rSc`DV4giOR{=*6B!x; z7qMXj?4RV`o#KbH^zHAwQwCB1(Eshl)3H8Z!T49pBieSP?4lz+Y*x5;4r}YeDw&ei z3V#1BYDZ*q9>@?y_kYc8b+A4B5O<~Vx%pV|^={2OQDd4HmIQ}0Yg!Wss{Nxo(NcVL zc=1w&=03F6G@nBkQK;U)xJ#1g_~pDU4dpA99z-|UpQ6ovgS603;hzK5x1g*<_5t>x zVc4}1;zY~>iSuvB2>3BxyCS+iac{oTCT^6!9jwk1e7_5q+FkYpDS>-*ocT1(?{a*4 zoZ)aa+RV=j?Z%8~vfg#3rgHezy6YFpdx?AdQcx!JL;7q({3tT~tE~CFENPThpTg02 zU2_6)E1itl^dWu-qt{e7AmO|apMiQ0s^*A&vqH@@%APk#tn}>b@nXuix>o~XRp)Q~ zY{nP*Pw}PRpKDk`2&EgV5w zhOLYj4BDgT10)O$x;74O8uA5i&FERRfPvDJ3Wt=JHly+z}z--U3UzcxDaQJV|BVwf&WKI<;Vjy4fD0`j~BSj(H7s~rokn2E~ zH`5aGvl{O8*b2Qh-@8lewHj7%g|qB4)PVzz?);0XRj-BJ%}obL5@TBtu%IN*)HG6X zG}mms*824`xvVeJ{}*cW$&6q^rBE;yWo~$dU94HUH=~Y+QZfEpD6$M}y z@8=b|@0VVPkj9AaJO-%(atPUQ2D9+&!^>Vkbivn%S-Ti?&CKbNP{>-ILt=om}7S=`APr4ap_G+|L&J2{fua{oxm4)@>A zKI@rQwO-t2!^fgCEznFGY8l7YUW5Gao8vU~+qO^f<49qc2A6*SI<5NyagpNyH-n4V zJM7oWf%*oIlH9Mfa*8$UuB&VxY5Y0=jOLHiK18hwQc>~!pDY6R?iO7M@#fdO(!1iD z-t1R9vsf^_`;##gU*0I>5mGQDj<`HPxeX}K%O!U46mjMDQ$M720%dM;_F7oK+z=B5 zxue@X$VbqEEZ}r6F)-Jg+J!acvvDq@1_h9*|GV>@P_qnOGlzz|Eo3q1;~+^3WAvg( zR?h)rx{CQWJ=#_dcLhzXTeagVu7j5=n^?VAD?J@M?5bPw_{?@IFuP`6bb<~v(%&yd z{PB7k$cOGa`1#!GvA^AI1fEoQR$;2f_}~F@t}KIwJdR4Q-RapqUx%OdS)p+!t5i7* zS$quqghN>VPE(oomkaGg|J0AYlm5BZ`EN-f!Mhr$n73{d6=BQ0jF1Ur#qRDIlCv2w zD+(mz^>q&pbaWvQ61#=9L(sNZ6cXJ2iZ0&ZLY^h2OxIUva&65vN#tj5ubiXfxyPMa z?=ymg9kI|1e~Nh*P0yua%3=N`YfJbaIu=kGhBt=C&z=zrcW2r@oKdBgbbKxbyC47P zdIw<^?K~>NUn}ztjQeuW@EnadJ4Xt?^E*GM{83a>SoHyAP6XfmrsDLWw5l@Mqgz35 zsIr_0L$2OA8^XGOBj3I?hDS{nS8aY}C4FT>q`HjF$`N6My+bZ*+ta`hq>$gZC0+p2!}EwaVok%?X@fHu}9e9E4sl_8i>^&wnc*VB0k}O&rx(lr(@l z?;DrJ*pp;RE_T0gJpb`RnAUca5^fU4es3H{g%DFIBTfGKa48&EE}xGG5}Fz6Ix$jJ zlNsne*4+99tlzx*fKqaoQ`XW{#NbWUB-#x`;*&p0nlIT!nnw1nT( zH8KCY=U_=dJMDoRdF_QS=if#oz-pykU~6Lj2lV-4`NB`*M-utECfM~c4w|!%1A}X8 z16EbJ9daj!B#^V|jnT?bMr_c_F2K>bTf>1rMK2#XY8K`Ebm5Wo_E6CvH2*eL&0InmQ^Y$q9l9sh4{;oSS?zrw@PLhjn^}!^gIB_M9rOM>myS ztX$qE?$5Ula*0%La90Sw+~03bpUjYbld>4lqTZ1|zu&yK=VAmwaxnZxK24Ap4t*JA zgu>)|0@_)R+g6Sxtq42U^mk9521ma7p!3;Q5?oQt74hY(m2;<)hz(bT!NOAf8bJ$*5)Mfk8%iu@jlU zacI?HVu+>aPYG&e+m5)i<{wi=Csw2lt`D}|wOq-0>u>nqzcKLAmk4fxIh3y~_Z^sA z&!?7t$Yy9*%zyAUsD6*CK|{^-pXd?hArMmvWG5I=Fq7Z+Pa~vA{JMC0!Nc@iopZC_ zLDG`9Et1qU~eve!qFmhsOvZMef|M+xI%G8SUUCPZIZGli8t@X{qNF77{_ zq~g-jFS>l9pvn1`b%|A%%`0+u)2-~KZERxu$0KG}sa(~5Ll#kN3q-!&>&2O^xT$3T zmQ1hov)2Dd81M&OmFoNzH0e6lsGt$stxl9;`FRkQvk~k8%zb3y1`JxBU0chJ5^AbP z{!&QS#ECbFzijopT$BnxG*!HgC_`BDrLdIh#pa@+?*zhkAqgCN_RH5WW7}H)kwgDpZP5{v)z!1*3D&+!iMjlcSB zOuBs!_4Okle7AVH0Wft)#p~~9p@!u!2PH1jy@Tu^pMG~lnoBB2Lrd&H;%Ppq&#^n@ z)?Zwlm>A|&+u}9geNCRw7>Kn>Xo9t@8HdRI5ZK*^cdK;*sqTCRa^R(0?itpdUW=1Mr@0i47Mfp@YpW5YK-@CQC&>)}*m_T;m9 zLS9PneeSU7^O|ifW^+7dOEUN)OS+z&xLr*fq@aiECcLT7V7xCtaTJ-{qO*Cn6Dkt8 z#LWG&3pw3YW_8)ie=jX^rN(+e+B)4QnR_|s5OvM{=%~3h#_!Z$2&+D_&_oWzOSo55 zHwbDUiHUzHq3-=VYH2==Hq*JjuAF|&_Iitt{MuR=9zKZO__ObxrDSrEN!57W)a;D| zbGJTa17$*#X2jLb-uXslpu7<=M6sho>Q@3V#E3!>P_xi-Kf9c4zIvL3Kla&%(8T}f z5ol#w3VQ^JZX2Taxd|gvpnt&5EQBm`8ojFq-Kv>DSD%<94tg%=c9igEuw^l}ObWS| zZ8yGvj^oLkl1@5KczQ{aqX0}=8sWn&BM?PY5;L&zY9;bx zt(*jT?&%z@=Jg(TCsr2=)`-F*OpsQr?c9xw+668EZqLE|mwNN{c-ny#GAp_A$Cfpt zBq_Ve7HB0ge$M!j;A;=ts$87Xpq(8dNpFa{KOal+P2dJpN~90p2$%juNmp#~O-SvA zc+g71(3dQO2ajMTzW}MJI@?mqu!>>x1 z2n`=~#wMG}lxPs)Kts;K@;!HC5HAGJ>wi%)!RNJ>|sa~~oSU&d3L49@?gh>}_3fC0tqFC)oko~8rw&x1V{^RXw zn*E8eju<$_;jU|`Q_%MQq`QJZ^R7>&jZ`foV)feC*w_o_^Ft*l!z=a7Z-e5u;Qvtd z7En>PUHdnUbccY_ph$xtA>Gm-prUlBG)PDc9nvMzsR#&yqJXqWNr!?;H-dBxG4t)Y z-~ao4|8K2l-RoH@!^~XQd7bCp`#65baaUVTXMWj-)>jKdk2hAl@Q9n4^B#5n*%9RG zqK>=q#_87m>UVqsnnz$*ELo-3Lrp;O*h?`OaYpma7egDPG#k(~FCL(v#r+^j z`3f_Oy6Xg+xujY3RXAh34pq-~KI7EHiJiC|eyCUVZS?RN5yMo6voFPtJ$xzOitduE zcumLMM8&0{U*iChLx50lm&v$40-a6HF7l+Uj`T30ZGz(9Q#=}iYAHpvL+s=8o z1zz@HOFR=fZEuLF*h6cs5yEc-DKJ64qUcnOe$XW>V2O4>HyED$+s5QrX6M7ywlzGD zu3WEnsru7^(fK5NN>Gvyb{#-c0U7XZ{(&GB;brJ) zzP?d*S<^lK!zkmmA<-krv-3OryGCjn`HBSVL?aJ)8*gEqz*xKUU@KkO0SzQ7k_>p&_11h`4VqzNKL+u_CJjw zPh$_MmZLh0?lSp@3L7yMZuh6zr(YCVNoT%#kVNKLhYv@8%ggjn9LQCo2i);l9*q@~ zt;zb_coM?FQl4RKxzGF4dSEf0{k?zlqyJnM<(7m|8tqfb^5Vsd=Q_74x88C{vV*vO zDV?dkW=cJ`CbGyoC5JplJCvLGY0Yy7+!dj!aJ6EhK~9)D{by^ZNq=X>NC2}XaUD(> z8UMjV;zqA?KJun#vTta$ za#2UvE~U{^cA`OO<4&H&B&C9f{m0QsMyix^_}-28--3%*FmGs+8zcd&# zsZ0He{C_;|Z8bZ7mq}+X$NfR!a1^{|e(JuZzqAl02#FV9$BwdtwY1!W8!_Jj|N6F4os4*t);xp5ZRCZ?EV#R-5!_l2a zmh}dvlWfTvp}7xI*7;~D)Cjw4&Q=L&ju4=y@A)B0$$_&-|8$&;dOl_Dow)$Olg+({ za*(aT7gXPtvU1ZduD@o}@X-AyR6YOJD~Me;$W4$P%~0L?FMm2N#n1Ck;ga{+Ll(bd z@h$Ho-c7VP!A%cs0yln=#MBozP}=I43Qi9A03Dn|x8v-X8Mtq+$_4B@YU8bIBU@D# z_1M2c>`UM95AO_9v#fy=v4@*NcaauBWmJ5*)HiRe6uST6So8b@j?;xJ^0FD0_av@8 zH!L$gfzdg44~eiiE`Djdem0$M_KoZ4(w`O8oAaG!A8n-iIdM;V^@6C65I|$aV8|nz zyz4$vbo=DC5Bzkw)x9c+(vG;8j+G~hzQi$q@(~KA4Ihb6k2CA75*9)9pWUx3wUcYf zO!eEvxOEsxK*Q+$0_l?Wlw10uP_xZ61Q=MQ}x>2ryq(+J7`MPnuLix+0`cXWc z&rERNiAW2RCoHlZ-6<@vmPwGMM4&oX>k6Ug(_L)!MEyBC;Igr;^ZD&|9fCB;uLjwZ zUA-^zOQ8RMP15tgth16bPT|_^Z9S*ey;x_tfAlc4Ta$YkebxWSs^8-N^|c!Z&jXFO zw!k=j>-;PgLS?dy&PZsdSP@nvV8A09z-C?UKz3Bt`<7gxsLV-xqt3L_RHGrf>%fNj zcrV#Z;kF39vi{@Avwr-E#@xWki>|^+>0bi{=szc3G!p3L`|Zaa&XJkl`+Tp+!QsbT z=`hODd^dUSba%*w*d@s79z77^VA>8-Ce4@vk>TXL#anQe7AD07L@;H>|1=HQ421IXjCbSc$hr4PYF1*@SQ{?s=!}<(qOt%a#q$Ey|SJdEe4VQ4UTn{HZRzc!7_b)usy%Q}@FqU5 z<|D4c9yoW4+__Z7?No0SbAY-j^OD5dfbRNvHc2G0G4tpY^Z0`)J9eM%@!cwgE9?30~3hWfWL zRiByahDIxdCRlFXJj6@#QU-V@hNbV{4Alw<=9V$|!Ia+n?CWh+*_b zPl>3xoFAFP(IXXAXQH37GmIRYI{0t?lpFIkSvlHTdZ{f8X}I525bG2sz4ij)X(IcU zmEb_7%|io%63n9`T`O#N$=qpF_B?9r*528e<}%{$;qtBKvw+b+J#~yKjJ~LVWB+9@7V>>9Mo6@VK+*pD13uL>AX*y zle1)qEo^f4cU}cnaOevJ=}g!W@ha)MO{LC0BM>4xQnNY)eTuS9e;(NPA34mBHs~Mjx4!kGZ2+ z9KfL9eMS~oMevhKebi>JxOi6mvq8rAP1MjVigcBtmgiagUX<2wV5MZk&9ZB}Z;C(J zXofE8M8D}U&P#-n=3ZUv`n7l8yA@15S^>f`Kbsi9fGIKO5BF3B=P#Xs>}jqinbY!B zZ}@{slQ1q#P<&f@9n5$dR{X$##^qqPF+|)D2v(kxA=4Rck~5lek#c8ss&&c)zYAjKP#AU)bS%Hq048_w4n_jEoTPZJr^)Q$ylSA)z;m zw>T3togXXVN0wbH=TktKdJOTk9VEzg|9N;dS>Ib9$fJ*gLJ`ojbsjEZ>;DX`kwJ;GWW$?7HwQ zr)SV*slJS<;+_(<4jUJ{LQzJDRV4PC44*C5aH`_#+F_S9SI>}Z6a!5;ezW^|tFp_o zt5UprMXl)1SNnQ;f^|!AuPl|+{)$m~e=$dK>#+29{g%yG@y5<*Vhfg~w6_mv{pBBG zloYo1_L0uY6EZJa%YwMK<^%#qgaW<2pcfY8Q1@pSM#sITNxj>3A3tDhH?!#0 zi#2(hou6*z$9u0?1DIswK3xX68|E+&5fjszlcZtr79<496rHO=db+v`AR}5^TifCG z6k{X>!H(?7T-aojpXX@TGK_m?g3g>l_}wRI0g+y|wzif)zM|rm!5NEj1B4~9nFWM} zb*Qrj;uVjq`EUJa6fjm3SAQn%V>Ro5U^@2PxG@lOQYv)CD3%;mf9SXt7$! znHL*!c_*jJZoO}WrKB$J3UBByRC52Sr#nO}1Q$7qK>}L0-k@RUD$(Io z>1=Z_?(9XN%D*qyWt>9WPz+ipC#WF{HE?$KAHN%0-}$767RXVgj=JTIT`!nC>mXKI zG^4p(<#9eBAHZ1!4N9ZZ;gON~<6r$>c=CrRCeuI&zZ=GS&bFX)8&fvHZW>VI2Fc(L z8@(gmd0mME*WUQ}_(}Q6$6rp+>j9K6LHZB)$QT`0*`jFH>gW5Fn31KLy84Be*;|!U zV92V=qJSx&n{#V^H8JDm%c7zpj&;?c;6K^5N}aqMWzT0OCZZro6|jPYf*F0K8J->< zaP9J<&oF+xH*a`~TD}AzML}c|dP)zRzP&N`k;z9S1N{UoGBsxW7|<`hzr9)ujR zNqf$l#}LGJ`YR_hGZUz#Pp5|d9X`jfroViVwy4tNM-s=dy?R##BylLP*lCzr4}0W0 zjW1bASj-&rf0l24Jh&luy2c4IW^3CeZ_>D-)sBDOVSUS|E5n&`=0N?1mhCRSURQwo z{%m)eff!D7@$1n#%K)kJ-cvS^zu+VeMQloaj*( zXOQx+g+*w1jrKHU4ZEPFWhO&~0t++P>B-h}hrq$mX8&V?O*6sk*V`TB_A~2$zj37Z z^%imK{(`f-5^Tfp`rCfKJYq&D=IX1N-asI};?Is#lIbSk>sH}^B#{9vGdO@+FWnM6 z20g^Bz*8>;W`Zzm^#qn(?zDb9XUHkL>J_s0C~AW?WciCt`y|PZ)55EiH6lEvJ?NCa zEiWgYWPA-_6pxK8Ei0gD&l-4;EEG(xZF=jmtLrg|HTD>9rdz{Q5}g2~=!Gb-aj{a2 z#k+4u=MODNO#u{EXH7nCa=V8|18Vn{^}EZa$+^Q=1vXcvzrJg`i)@VKQbP zPRK|A;vz*guQ4ATu!kgsTEU1A191RnDQh9?-}6}mcCdlvc-iz1fa)K;pUAj$OU$7^ z$2?gZ1~{@;6K9)8#L0kv2%_}pKT@76aTcS@!VlxtLD+c6Ju)PF4C{8MarVMRarJHY zReu(4ZdB|$T2+jnoy5a>iIo3E1T0v5F5x$&r5N}%b_@+cSi5USySBv@aN=&YlmjRo zEXHlFCdS5Gw_}3j^0SxcL!L5V`|vLkvBlqj03VP_eDk{B)?4nxK*8c*IeL9U5NGUP zKI8X-OtXdn=P7(MjH|PnC}(JO@u|fb)9BdPg`s&3MQ<+b0Hcgadmd?gvXJgQlhD`F&0mo`)XK-I0hh3|srqs3_Rv%m81F6{9*uaE*7{>P6 zLhLebKIDwQ>y3|?~MmB@L0ZXUaXM5&Mi=5Fi*fpd5pLbh_o3h&Vxf(Y`zk9YRY?NEpqN1WZ z<3@Vm%)kNz5scm7=2g7$1p{NB69Y}>$cRBnX{mDYNZY&{=n<9q={uYx7GZLOiF;Ug z#H>_GLrTJKQo*+cazmZ547-yyiQNBYAS^S~WyW5Z5t9TbBy@ZwHa9a<>V0>7g)tuh zoo5x5m2qL;2uy!pRHmc>?}QxIrLQ-Unc!8fb?f?nw6Cs8T$6rg!wPAi@MKekYKDiG z7iyiP^z@snnkhA-6BDbZ+-?$JC&J7lz~ut<5|l$wFWqz{iKnTw3BYpk zM?`t!Ho}ajN0TdOh{Ydy7_bp41os zUtnA!Fl>U7ha=qC7#uW!}7;uJp(p19Nva(11IU zf}h!r{ut30+JR6N9=)FCeKwrg1st6Qg)joukL`PI!EAT3wT19Q1jt;zV`uFJD~iD% zvgzGPJd*=UB?j#Rmf^U>#IWu~cF>8yw+_GPZAC@ch@;B$=hAS0F;q8j(gFh25l2+G z`RC;C-%KNF?XY9FlF7EnS&0H{Ww(bj(Gq0vpg_N0DX}hRUpq7n$sv#<6i2&^996nOGUdclAF?_c7_o{zxh1hrY*N#G!Zlf)lMly$rwVB@J^#RD7<%pu}B z%50Ph*J#yPG8+8$?R#3DfIt25_?)KNZErxWKNzbDfz_ zOiavC^||Hq4oLa%2Ms=OXTcejluYIOA-7|G=SFB|&nnFI6loNS2TV2a=50Sg)GBza zNIX7xT{9PCfY^^v=!RGk_LBWSV8`gtO`R}fSFcovS%#nUZ4D~#%D#X?omXzQ@ zW)4Q(8pfj}f4jhT+7sw< z20&q>#WOmVCgaFDXdD2sP1p(7g#()woVvx$@zntB_oAdMYXA<5%Lc(%Zq*>IieBg=am-LGwmqLdtg)FhRh9Uah@QKKy6y87Phkq%I<(Az9z&|K@2VPDp!OzVxrY z_>F~uNH`=M?O^FGY=^a5;vG_`av1byhiUT|O_uNbm}rx!);}`|YsX60q7!eByr*(D zHNU9@&vu9c-zT~>|2r?{a{tX%e!Rjii`t>158&03t+H$Qu4^mT$bUi;j zK8~tvshZd@5=@r6af1W{_6Hq(n-8exLbP6IiLnPdIy%ne{jn52$rTsw&~8zB8z1kp za-+YFVs+OSV7St*e!|J8&tMfnSAaU^n?vfrR2`Uqp5O28>A9p?!b`cup){Z>hDz(S zCfeyWv`TL;}+I_SZZ`LOr~Bw>M!Cg$bWpJUwF}NEsN0eggNRIVmq4)4<7w zRu!M$cBsFsFtnk!iWn9w+&%2#{lcYpc9G{LcS-GF@$Dm9Iy)OX8MxscorN^4%thoB zH<-KhOy-*L^VBppGRnz6>-yCkslq{&iE&~qXsKmwH21F(DS5(^U&&+xUW6*XO#hhm z$uwls0sU$A*fxRK`3!Q)UTMEc@`Pe<$~NzgpqMDrW?HS|47{Jp!Y&C_gX@P=vR8%5 zSMw@Z7w$1@*yW};HnV)sTXwre)oHi#ceO#{h3e>R*?l$-P#c1p9bA=Bz`BFn5zx~o zrKZxjqlYFuhwLQ7pV#e=OzdB;h^e_iTAlH|5=j5Pn4-Y;O+qL#<(V}DESj(99Rc1( zirPQcC|GXIWvB?z5+~>7ZTX0Ujl6vbf%0qu`?F$29rYz2T&Sc{8B4(z8XgheZdp)J!1i|k`@CD|Rhc^m##(vi zO7K^`-#XkndOx(ce{NI#r7WmReTf8nnfPI*@T-}`2%uyyKv-Qp;PZ_U>gOV%*&ez> z=}yd3qzvnnUvCeE;1ascwS}a$4xOK$C#mvrQTK+LWRsglAPV^oXjTYo^hqO>s19TZ z!W3s*|BL5Y@&UmzY+vquC7?PRaSVU-{BnBI3S#;{!qTg0b3=!CO3ZY2{ z{c6Sc5WxnW*%0q7i#C67ocRVvs$7&^-%Bf7 z+iwm{kPNp7GXM+;=Yskl(a1h%FR-wz1DyB2F4bRlm~D)nMgL)sBV$g!SAd<}5&3MC zNmV#9re8_GmRJN73I)AJifjuV)T+!_Ny+acWjU{$wu`*=G)^ijsn+>5w>wN#$39V_ zm|7ZXHyTRPoi$h6sNeMDa->&S5MA_TQUYM6Q6JQ|yIW4>ot|IptHubhzQK@ZS?s_J-@PmMb*gcALzhs%vN1Pinq}3t3$f6}Kgj ziyx9cnUT0>G1_zx*wQ<)Q|?;jMc+k{y7%QzTSut~M)Ii>)s2yr-rftRD%751W-g`p zVf|G&!s`?5LhU3U5x+$%?RRY{Cwm#vjzuc;mDFAZHARBaABJm$2g6I{Y(~*mnQ;N{ zu!A{_$e&eFr*>U0sj$lWY&OXR{4a>|f(dogh2?z zQ+EP94mqCg(yhzL{rcvUr7-EqeuE6F@b*EJ4dPb3B>Ir@MCs}X;<)g<;U4)UK8@SQ zD?8QZ@ZW-aSM>$S8DD)C@QnRna1r6`d%8iPE-pEw`s*m2QUgyo;T7CF+&U;Vnj&;p z%tfXpvaf&e+qZE%g6D+u?jw}ZewH=&!1IoAfhYy!&CEOkqcXdsq~u!Bt7+?QWHFiV znfy#gdwxr7a*M%^YCzgM!LGTvf^A3B{K28`U!hjH*cwlz zb@`5+TTFV7Li*N2r5|9EC(^hx7vtL8+WmR238m*6)@lDb9Ce2dS4vNu7ajI6LYI_Ffwbf zlgbNNXLtJb0GnRs!`N*mW@hYgJrAAF7s%d52CK|!b_WBVuF|-m-J25G@gS@zAj$Wx zz|GJVpHDoS?M~mHSp122XnHmrgru*%PxdOH&02);qzZDhEr%P5-rG>B&&tNv1sw^h zh+1jy@oLdQ(8)`X*#oqJz%9KUixTCF4oO ze)bZF_Nmp4DW3c2A6K2jqlH4IpYF!q#8QBUS&z<{O9r!!!}|rjR@u1NZl;0(y%yAd zeNkd7-b2Lj<;BnP*}8S1|K>vltgJ^x=Y4Wvy9C2Mt@y9N&nSQAS;Z;GCZaYHpgX%J zq-t=%hzk;oIbd=G#hRsProxyw&=l57ct&AD0>^7YuDo7bQE2)`OtCGszU)xCf1e4g zdW!yzab!%xBct(0r-D889=>yt`utd7QUc&sWrA%8J3Z22$l&3`soP0B6U*r`mB!LS z{o!n;yhX6zC~<=tK_S;3Dz6zejPShXa<=~+`Dd5m*=Os)Ljy1rg7FL7o{Y~H>z{pM z5Lo?VdBxM({m9VKBhAv?%wVH+wq;L37mZZX-m9bR58C<#ZDNow06i2_FhdCkdn$oR z)s6P@_!|o^5chfd>)qZFk!RDqi1XTssBzA_w{O{N;ndUn)=51tDfX~&V(wRKAWMa$ zklx?l$hh<7ql>V&?;n%zpy8nhO`;gcL4&=}%EN;i1cnf&1S&jbTZt+qY)F!F+Y5#< z544yR4ASz?o14*r@PLOH8@37lO`>C9;rxrQ8#W({G*XvqU)y19dZch|B}`KUWRt{c zX(zlMmm-v^e>t_PSnr3^h2=_5Ntbo}^4YNYi8$Sc(eSrDg!kuUrYJdNkSq4>g>Y~TO(eS6XucTr|o1~V3tj6OO`|JT+W z7fxsU#dSknC20OslY?5)h4Eyu`Wasu?^s+XL6QJ=p(RgSs~5q~0=*GPSpfTI8yqQsM4epFdkk1&H60x?ct0TP zPXw2vuWVlMVV(Y|UYQAA51(+epFQM}1jST-{HGV@BFlcX>UOMQhJ@ZhPfw46k58TJ zIS|9*5_Q{T2G#bF6~YO+ebEa2gc*IEkl4-fn@bb}&jn8poPVLXCx1TRg!Gg$cRxcM zo1d$`3O!Ze^uMSd$6XFQ(e)z3=zj{)8?YUZ*;3FbC zoVOp+s zK@;N(Zt5PflBDk?aP^Mv6tVvOIe$J+U@rSRywK%J4$BS4pI!@sV*@z(^o6#{R1(JT zJ5O^f+G+ZSMvCCM9bbB1-@k;aa`jK>QLp*7Ygf38!xn#qn=%k4DdYMoBFTj>_0r=Hv`ngSACR z8n{_Q<|JPXL>~$$cPdvDnsH!UNl{tp;g1WHHO3Mpek`n{_N?d?p|>2)QlVgb+eFEHlxA}=cvoZ~U+l+PJ_3bo{EA9j)k^-P74q&i z(-QqsL2d2$HmycoU;K*agn@rOc7|Tv;Dhtj4jax=?Rd*a^5Ws@S`@`_L=ffyc|9k)3Z|7e7tzpk*G)PETH{qLt9p+TZk z)XFGAmYv~gU1eKW)I?#e^?DQc520|>ej9GcOQo$B+G%M*9be+@u+*v6VLvEd7J2Ah zHgV>Q{9)gjk2>JB;6Ba#UJgya8z%4C;5e4rGU&CxqGOR_37thi4PG&zzHmZT_#Klz z88Q$4VUIi3hxezGaM`Lu^;bLXNRPnaw{o%@)yJ8)=SWTs?V#SM%s44Ft=_Gc zh#^q|KUa_XHJUzs#d9%-Tb^TJ7_{g(LidDI$aHH;_ zHu1-Mm7Q)mIIu-jOYy&ZZYjlA(O10^Vp!d<`S#F)YcGS;F^im$6HF*;F^{03i6JC$ zQEMtKg^j89rD<`$q!m={m!lJ zOWVN*`Cbna3^hlkISKjP7_n;U<@bqX_D67CzZyTe8@$}O!gyG+KL5KPWGSA@y4 z+F;goU`RBAaQRLo`G+8DK0=AT`{zRn%hfRog>~4?Evz^iGhX7}jVvD}v?VUY+YKd8Y7f>x+yA^9X}5a@coaeoUWG|x#DVD=yoe2jD+U?x+Kev!RVEvOr zi3BkK##ju$6hoMsT}@qFky=jtW??9ax*UVfyM%U?4r+!$__A58ti#Mo3v3I6Ev8W< z>P!W!;!{615bzOWO&r*Zjj?q?SUg^{fcr86{3tMe0xyLni`Ou;M|ZSs{2VVq1D%^@-RGiPZ{^d)B6{@!8)cCddcFdy+VbxD zqHYO#o&pgKkeKQT^qRW-S5VSnV*%dM#E|}Mi-#kVKQ&o{wU+~N&7SsTG6`F$hV5Mn zS*Mdt$A+pIH}i{Mv6VE7MxK1XEc?mX=qew)*vN1RC)*2uju4A|cB+V5Li~7=48QPI zvss(1NC#6x;j1fc=}*VpcFl~;c*PiFBqTV9_QI_{V|UHFe`V4vr2LMj@3;)x`n-E% zhqQ6wD`$S)I30z|>l7O$cs57&sWt5)B~M4;mDta?IIlpSp-qRH#+ZuLm2%^Z)?Wm* zL2jhqwf*3=X=8xF_xI-oxA4rRjJ_+W=L6oB1F7`aL`ORWMG10K?WLX)~N!yGf#IUDy65o+9y)(boPeVWc zL%jH?3ay3~?s!*d2aN?uX)bf}v$Brjm zFF6^_Xu+d@YK3F^F*Tk^_hE=JyJpt;0J+JRTtREZo405Nz7Sbzd+K#b6PNJ5Z*545 zjbYzC;!T5t7zw?2vL80p{_A`2m<{AVR@-zZ;Ah@AlO_lxQf#L$i$-xCt)BGU8ol}0DpkCQJx}G-_D{YT z%3?Y16XVv;C>_Tg1_t$JscU(Mt-nr%%y9f_ z`#%+07A^^0y^u`hZ?1Y`*MHkj-_KTY4;2c9$la>j%T}fs?qkArPC4f zc~oouT~_Nmg7xPETu&3oq)3_w+wE(_$VEUp`y5 z(}X%m_&=1L!7GeL484<2Gv@DrB|m+*SNh$sP1-JOY%9xCxkssIb~1@7)^xe}!*hY3 zE)S(#RjoNcD{6Aw4xtnw$|rdhE18USVa=zd~%82A)$v4Fr570)c0 zB6&MXnI?wA+>yL>R|K`Q=(F%dIrH_UFR=pmuf4dOKE^UmG&o^d|A4`iIabSK_}M3+ zDhW}Nn~Y7DX9L|%SZ);y2P+j0zfrYo!&{7Uf9;tKot}YtK1LsH|S=yh>(3Z z2GxcRQSc81zAL%@Q80JzNwa=+K$Ik3M!6DmYuQzk;8Z3uMG%4HZaB%1M?KV&-5_ObrTKhgYhUiN{`0Kam@6kR4Vb=$+DFaNGEImI&> zji%)q;#M7Jpp0u6>h9gzpHV$OWu0kqIItKTB|Z2=L4~|ieSZ65B5`h)!Mpp1+E`}A zN$(xBWR*lc4mpbn9NFxU{&Shc3Rh0wTERZ&kmqNwxYE69a=x9G)Owy`4ld33iuiY5 zNui?#A1(FisMYZ0Z6ZwBwYzU~X83i2{fIZYRpVsBr!_XGbN5&F|BB;E`tpshcdF3# z?iW)29|0Vvzb4PA%tAb3rReOwt5y$dYH##k$J1YCCyNF51f6^x$(FL(j6_nG_rHbN zjlOvAav}j8HuwMs&_&zY&eP5mkrWpXhYFmnHfRhoU5XPU&r#_^Xj13|EPRR53tXg< zJvw)px)E?Tg6Nv7oPUezQkJr!o0_?0biaYL;f|~6vPs1c-_4rtq9^+YjSOycjjeh_ zXZxK3LN=qq>0Zc2(}P*k*|YbqMQ;P#&7GSLS-0oI&^{cPTjvvFlN5_7vl0>O`-dl* zT0J{YXVJHHuY3WVLg}D^^uL<5oJ%-fw`-bLiAcVj z%(VSv1@+!?I^lFe1V=#PG|buy=D=xI1x&yeS2WDr_@DgSK_@x|xo>*X(Vb8|~3R@*iXBhS_Un_yw& z4VQc>asQG(^h<`+``3oax-d^Wz8yeL5g;eObZlG2_1~oHS)uH=Rd&h+)z^j*I{XF| zKT1;RvED@Chu_OG;Y%+`g@IR+o2RgS(R3A!01^W(>l3s?EF=!~du|M!bv z-a6-C+VX6Reny(%qUv1zsvln4fy)T6-+cx*9zXx`To(Xu>(BmEUHm7Ls;97OL|XcW z2}Lr{(S<;M(Eq$UID)|Vp1t)3A0J1q%733^*U$P5$Z&vV-w7P7;o)J0M@;O?mNjPV z&X1t;2%$&-zoQu#7yx*zy+Zl|vd#WuAq>*tPXP70Tj|e>(>T55p9ehRdh@F4iNv_L z0zk83^wX1*UUasQqYkZE5HS@1t=GtCH-EAdi^j=ehpYt}`+!$7_~anYB=UA6D$F?~ z$|EHth}EXX4D=XsLVGH&5a3l;Ffbn8hEN+32>cXQpVqXux9=%Ggs2FZ1qbC=|AP=MsV29(Kri7_!v6&EsSa5n)Ev`bVrSFD|0q3!3wD{FKK4w%nI`sDQG& z08e;s;G6CozDHcKuDLb$8)PjOIL+EToUWOeEBv40jB-o)S{8nl4ylam=ypIY4Bd^5 zjg!bRK58tD91)5R`Y z`T8;fTnvbPEkn=}^xmGia>P}p0c8qE)EN8iKW>Xb2@wU!oDfJqcM3<#!iI)l#|UWm zg2o9mp8~;a%Mj$!fW|EZB6RAv5;thu`wrR$yibwb7@=Aw9&;Q>4(H*Wtu;zr;vK@_ z#d?`a(xR+Ia2D9r)`kVJH!xrXx@ASh7gNqrqYH1_M)2$rW5-7j}AOh~w}09k}&DyVosVzt}Ln~&FT0IE8G zCtx%CgG~?vE&yUsyOV@67d1OCFYi+1iVt6u~oSay}HTF072eX&#C@*O$xH5Lc zP{@(qQY{74B3#{XK+M&Xj!~#*-c1o?E1{pAH2P4`%3$h81RYz+*#H`tdUgPC4u%03 zt3IYyB7F|VjIbuV|LZB2SlGm`??V4l@Vb(&3(qQo7ikNXRuZq;Fx7I25?$Nu;O5L%9HlS2hT!24XT6z)pjJLRT=sL`raQbi^Sq zFJE{J(rBtA6?tXoEq8Ty+f;?m{`e8m+uK_(yY3|oa7m>~lQX%e&dy}@gFql~6#t63 zmUSSd0G%)$pg|HFS;iQtpg~;`68?Gqd!wqEC=DFoeiZjV;n49wWqd3Ry+qqt}n9X8~@9k@uygxplTv=XA6{f$M*dV)i9kk1sMF&6v7$1O~QSm(u zaRdMtT8FB+zjfVs--Lq&fhx117jIyUy06Zpk9H@4JnFWmS}6_Y}Gb2-At ze3#+Yb)xqlKQ8J|QO>OlH)bcW=!yDe8#7a8qyaNyoLC)2E}C}f$M`zxb(JrKR@nVD z31nTEpy{uhjq8%ZTMn3L7|GUJdYUCY9h-msc(O9#?Qe)Phmj}yga*5jR{M$@O#alS zc|CNPYLQQ>>-nR(l+1W5*~9K*>=V9oF=UhHJa)=9BoS0X32FI6)uV`%J3L`XvuF< zzS@88SWNKHUHFi6?=3z|_&GSQT+Lu6&lclB(rDttyS>hVh)YY7mxziOQRE!GYZyJ2 z;+ZqO*2b7{F)t3pA2v!7sNwb)(x!@>j1gAMFW+0>@X*aJG>AVWEgd7fC}969*C2qH z!CRB}9zC?k(s~i6%2aKpZH<^=M+9C8o7<7nxBH%&QVp|Tw_Rw>B#tX{(M*e-Qb4~) z1!YfJ8dGhzE$!s@4kyLS-P|TYXd%SACzmp=W+Z`GI7P-i~)-Xe1kQKewN}JM}d2;86L!Clyu~s>%k8j+1V)e82au-Ln zl=}~cP_Boh8DseHDNm)YhwSmD>@AKVGCkgYprh=?ql`Wg&bFRFX!Ee?#GE)-FX_EW z`zC-;o|dkjq#ghDqW)q-Wp}G_8<6)=X`i66i{x%PS;%+g;z4CPU34#d>bH2(dCPtz z5{;mZoZo%x9IDbgt9@?w1DD&)>sn3$^`xXcVsB1j^}lv^-CmwN z8dvK{>%EP9+q_OMcQT;vDCbXxL&fT$bHDAkmxBW@5O9@0&)3#NL@uFMbFq83yw0iS ztt+~W1I4ez^&*=d6_4O?y=Y(&gvP?+5ZaHFGw^vyS&8Dr0Gu`oCN`A6m)vvh{)H~< z_;lyr+|IqVH5ZEdK|tI;fwYPw&si$dSoQiv?Y{-p9C zVulg?5)tVSUfN7Juqqs-Xu}*vWW7rDb%XEHjk`eNx#ofv%0V>-AU%2pII-AhN(-00 zn5%MH<#JP#xc+Nc`%YVLA{WS)80>hTxv)&=%`KsGI^z54*mP;Qr_nUgVP^=?3IiOr zaMhud24aQOCVo5$IC)O?_h}X^Gxmu$s)5#tL+Gcm)9CCG1clruY>pVLQ+CcA@70Gl z5Wi(_ddoH9LkAiQsGBUBd<-4`vK~#iOBLm$25e9m_wO=b4X;!rztIApMK0D^s#=!T zOD|YwhTZ55mM_>8|8TPVi1|7|0@%}^(~6@7Q|f`$s^XQ_q0o*+t~PXPsL)a;142^) zb%$diUj>D8(ORzO8e*OuX>9f62{9Z1x%Jjj7ZJ$mk|T3F?n~j0lZX>O!Dk6Y)-g{M zgA(0$QnMdn`GSV4C${C_wGil+tdM)lU}S9vfo6^42!}o`om(X+W8nf35E5F6GqI=k zR@?Sc%kH${!jXE3to!UMN;Fxm!nUZ>z9b%9f$Q^MVE~hSCS?k?~l*@ zH(VpcQ~4TSD08O!Ce6~ipJmu*zDvI(up6GB$?rol-iS=y#PPYL?0PDF(=n0Ziwk-q z`n*#RLEHIlkF2k{5ZWNyX83tY3}f}1Uw%gY<^<_LEm0Sh(dd$p`D_h*HipM-mRQOU zIoYoWyyy()u^@XjH+ z8lD_^^Tev3kN#^fkbW?cttEga7(1thn2@*K*!m63812StRn%sxzYZE%#ayQ(udzAQ zu%ws6^Yyg+aihn2R;V8t+W_9ZrxcQNd+R2xa_pyxJ^9HC(Ohq-v4{ScfU zP-9EwijB8n2uYSX?j_$l8_+#mJP&$64B3jkk@jeN77ng{dY$t3oQPjD$Ld3`@@ZWa zo?hEwp!%42)x@)+Be&bIw5>90xdl+vf{_g4K2?In@g3`N6$!M0>=sC;ozX**3p13_gAtz_G3#c7%{1d7!%0E zFMe;*XYrPA9}ud`<2q3Y6`l@t_$V|*hs6cl9GB9n-r6C{4?Mc3!A0#mb+z`9Q}_Qi zSbh36W3@bM-1VgRyx%MSwvZ5j3T+W;1Z*3tw@>kuZ*vxOofOE{(QuUU^BN=9d(28g zG^BH1Z3ETs=T8C{ScHbIe+t@2BMW;dP3p5@Ip){y`GT4c;Y3bSan&s0`(M#_eg)$h zEUXyfhmEBrn?e=o7xy*)`0A;h$TWE@voCM3FdsH(f=OegP-8&py9LJqXblw%{MaQn zuXn?2m@S3)qGh{fW;L}!W_3ry`B>!y(SBe7{s+(k;VyV}G(RVOwqdz#iE~wLbaTkk zBa0L|)#j&fFEfx&6j!2F9xkFUfWH*pYfHQ*YoZ-*Ci1L&8_rvetsMWqQN#i7{%_Q7>jnM)d0=AAG5c%LFC8<^ zToV0|@4qDlq}AXd08twl8itOJ8uCM6A5(l}Q#&%qYX6l6YnjMqX?WtptWw61`@jEZrvCw}}Asl$@m6FkxDYGzR{dMupwR=xeHscoBHGS%wc%Q0a=r5%XUkKT2C`O@n6Q9pyqseNCPNQG8)zz>BNW0nR?~-je~i z79Xq!*`5K^7wSvfx+|UmT??!_LZp(`^$y{fA5e_BNwf^B4=WfT0djLPjhzX1ZVq_z zT%)@1@%d)4atE!N6_@H58b5UQ5Irp=w~dcX{eLG}T!>z#d@-;|&w)EEqMPR0YUiCh z1#djIVorE<{5yCWRKLi*e0S0Z=gvV^mo^wnGS*A6jPcCM(2yHlFI*a2jm2}$V`46! zupZ-FzGdn|-w`GayN6}4qF<=JtM~KQ z_G}bcnRy&&J4ETr3MJ!|dKj!d#$U8=Sy>n|cJyJ*W)ZxwAILse6_o>r6X1563lOc) zfa1T`#HE0u|G+p9&}RYd{Mw^u)z)@3PNFPuO*j3YwU7zzuC?BM5bKUqyX|Dctaf_H z`1fkN2Aa{4g6w51Zp*{Zb4RO6E(GLH??hhr@U1&RAUA5O{~xN}1Dxvr{~JHDGeh>? zdzPJJk22DfWUr9D*Rd%pD}+uW*-}Jh3yBDogzRMR?VR&}p6~bf```C{U9PUr^-1Tv z=W9HsbWi(&4@O?eh`FS#!Jr+=4(r4mQwPmXTUC0T#E+$ZIgZ^(YxQIco^6NbUqF|j zHvwq@r(S)vuM5sA=N_V*p!L?&T|EJwt+>o-G2;)!aV)tsij(6`TCC8!@_{y z`4>Chw=K4_>-p)6nu`vSPA?sYo_}_83Ar;)??>bnP6b{v7 z=q46n-TV8D?*!lRhGj;pKn0V{)CSIf z#_yok?hx_|2tQ6@vth4IF2ph5Y9Za8bO%dUh@(4?J8d{uW5!@gkfM~7`Xh>1+d|1sC5NN-s8*o z-?|9&wI^@_ySux1E0u%<6_jm(&^P=6%!kkWA9p%GRig@pof2SbM@L7crKM!bQ$rV$ z!QAZ|5CH1WD6OrlrnS_Ulj&+&vC5zb1P}>8Q)nuZ691<>$aT<~dO*#dT9G`P9P8{> z7MAJ+vnlgC&n!mD#duE*{o@ z-F=N8CU!{#AE-25_w;tGS_qC@=;|8^-xHkpzNYkK#v#HfyFa(_ss2$$apGo$9P+HP zWQ}F>qu;;HTa|3_n+6Gqu3R~%&^P7RO0U)hDtVuMo4&qcQRdP0wZ+)b&=_nqd{Dpz zXKr1~DtfOd>Uau7zo>(inxfK5=@%=IEHjX=LlOU`1GQImaGdFDae z9>DYG22G7Fj(TlQ{dsr=SN5d1&}xe6)ycb4nMpS?w`i#D+-sllWc01v^P`+4MIRYx>ri(tAs^}3xTspuG z<;es4#;5DaQ#N0ei5U}PCnhXHw-T*l^cjL|#6Nyb;oIPf{^06v&g|d+8F7hUUQ5*@N_4szC`3w_j zRaI4~71f6kcnrIYVx`Jwmp<83<=g+?s?+8YE zdhP*G2vr?>VS-St7G?@8|N<1 z5+m|{FlL`4MEFL5a%d5I8OLlVPSl0O}P1FhubzW-D%QT37L6AKj3k)_ykR#js zq*^JnF4s@bWeH7pWJGw)`gc#ojjShy^#AVPZ*=If3249X2N26v%0+~y(rh*|Bnq}R z5of39yUU7u(NjBS`ChGDE14V&=h4*uDifZ+@4| z{2T{o8*lkH%7gQV_wtESk?awtz9d7wzfb}*E(JtpS%1*Kl4;+wYqUU z=O=1w&|mh$og5ZRK`KcJ{6KjQ z=W9k!kMr$JrkTPZ+z)m?`YRWJT~}LAFMcDOz#4Sj0IY+}335i>)=)i*plFc8dUZHn z2ZL`9sFuUfEXlf%xe-xv|LXTO{w1KP@F6hx5Ppm?Zs7B%`m2!{P(be%@PnB88?*#~ zh!MgvBBm|@J#>6>;?x`o%x(aneoJ5coBoVk$LcOL2b`-t%DRb=(iTHV+E7{K3;b-FdzqL9^_=; z5raf5D5&-P_l>8~LK0oMzq{Awc9GB3RQH-_xc3T6G{cf;K8ziu|8FeH7Js< z%px5`()xl4s~m>LvygBR+39tn02RIfwL}Z{{QU7l=c1m7B8%4wvPY5XodG4u0wTv! z`aYxZZQm^y!b?$eLaEWVGGT+5tsX8rV8x`GHZ|>!I~==?;(WsAYTmx3hw3jA)h(i5 ztFbD?1MYsGva~_|n$v%1i*=7zSwETnrSmvAleuBsebCf*myN!AFT?8yW&Gs4e>R8X z%I=48=#~U~Hd%aUq~FRjk>91u9TsUc~c6jK1Lv2C=X2ta|lW&DQsV*~((z zdoA+12DSu~d1$w0{85D$m%5Q2aj`u%&n}vj^C~A}BQN5tz@{Wdu)Sy;ajNv7I%g`i07;-QPTq)kWQ3;+!7;4{TnO4o=Iy`^Obc4P zX%WDW-CISf7DQw5=Cth)pWx>gj5@7zhy#b+VZNJxy{YA5BIUTc`@Mq=lX zv$Z{(oltp1nEx9r6;M1(03EY!3av**l$4Z@8w|N8bj)-}B3PUmey{mM7s+E^T0D>O zUmCl@%loTm=lSo8WmQ!I|3j;?R~uZ!+0`)lA1N6IMn_h)uyk@{U^BPp_Yx00V;WK$HwOP z>P7m;uDlsTf< zXw|1P;D?gG)LW5#lQ7JI>~yv<{a?>nSTaEGQh&Y@J+MM>QyxJ;W7-T_@h(|SZ5a%6}4^{FDoIp&8JIvQxpy@SyAoW#Gi;XX#ew*G$lhbNUFx$ z`pebLO&gZ8Vd;9%5(lD$vNz;W+`7|gdYpxqbF6`34gci|op#x_Hv2!pz`!N9}X;H8YgW$b(@Ou;vIhSUU+givp71@W}fZP7xd#0_dWycxCO%`R{ zlT4mRq*3fTLE))LDLv3>WgIm)xR5frK3SC8l%|jFTih`~5NXu*BFI0@gXl`bMpKv57pRsZnD{mKML31sA|xXAMkl_HpVH?Sg`GrfaD_EDx3whDBw`- zgc8tXIOOg zH)i4&wl3ojTs%iD?D+L4BomYv7hKNLrnUP7{c!Qk-9$mtBt58YVNyy;lDWr&0(9ie zaV-8tukAN|a#YptTZdRBL}NLz&u>_^ZLu-u_z%XB2aMQ)9&$sr7Q^kBYKS^1OX~wtl;jCOszHj`xZOv`t+u(uL;x<0bx%1MPATog_R&cB9 z5-?TJUlwN=Hd`Q_P3V(C@FbKz1hbS?xhItQdK7(?*S-q*AbmHW{8YS&Q%Wo(Pu_#B z_^j9EU4?IYiHBER9HbqE++9K7!;&HXdOojxK@e-J?es$(+vUNF5imjhwcvXr^cJP` zIL*oSWr6*&3A)f>4fjb_#uX>TkD(f}x@)Im&T4+0HRL!fJpWfn$|={9hc@P+1Fwau ze^&k1^OF|{DLZY-kRq-a@{AcA1MeebMkUfqojTX>(XG381H%%vfvI8{!EPOQDHBB( z)_p^3@|irs$t~vTqoQ}6`fXpe!l-lQ*||k(tC;ZxgEHiXi_i0Y?@LF>VXGUIEXwl? zZ%pK6?VZz9E{RF(zLFOmw#8oOH_|;VgLC(JM(#vy$?T7HfOOHEOCkQBTtWR1uUUB5 zfg`@NQuDEsIK;^3@=13DGQtl1EKXp`5SzNobQ9$g&F(~Vk9CCp@y{A7nr5{oiIcj% z$ltEEOSr>I4B8?i|A>j@#w+1&PDRD-*6ao#NSjI(P1jwY72-NQNHo6U^Tg(wi8Pmy`4PY+Kyaqzb_)G^Z*s z0^gb>O15BqJvAbd8?ZxSexkK@*2Yt3aDeP2)QIH4Apyf2g z@62bB&?KvW-uA+1L)@4FqyT<0{giGJDmCF%fmn!yJreQwUn|X03f1B397Bi zxjxtaOT7X>BkOe*P{Kfllh-F#aOFT#GV{k;WA22E6Vc};n%G1$L3<>Q_cHo0W0y${ zD`&st5BNwba46{DForb5yTAK`VK*1!jn{HnFn zGn@7wy%%5uI1)JrZV@IBNSI|zEW2n+`RSN+phzR+Iw^G%it@ytJ+|tL+APMqiZVEn zam}dUpWFJfkGZCrc#v*jaPZKL5m{T7Gqs4n?1aJWoORz(Y2UjD#DfGOkodx_u^BF# z;n+SqYYAyWp67*cytujL?3Y23@-48L+NTC#yiUhG{}T+2={!ryV1sRP#xD@%1J+-YM*DJ z#*~{;xp{Kt^}V-Lr``~}@}$&jYAM@m@unf~ zBVpu|GDNL&DyZ_3#)xvhdF5zr+$&yrx7FX!_(!6B9{pFG&a$08YHMXfcZxfmOd9vZ zcB0NprsOL+rnYTkXU_geX?5J|0<7imLy&yUUhIP>56oiVkTP7N{j%g&C;iDtr;u^$ z{!U+Z^|qWsccfsI<~j4O+kW)ykecT3A@m|ISc{>l^ab`S!-b{&-j#j2)gmMx60jXMJ>eCwar z_X53kGp-Ax7NsRa)wa)U%>1?Lm%I4Q=$5*jsd~{5JYN86h{MyJLGT6;Ls|hW`C-un zb=7nIkrcvHUd*rd^P{Imo$@|d2>6aHd~+%*yxN4XF9zS=$xLk6Qn z)RwRFOyqVGg;iH4dvm2s7HL{z;})Sy=ZV($&pGu4}}cnp~0;edP8xDK~jWu zsH*-4ziBP?9jVS=znik&ntrf3=P3SE_O(|JlylSuoY=6R%rmH7DjR|Ms59Mfr*<_Z z_H*tNrEdqY8>9vI7A&aYd*DJ4AXdj4Xuw1b@Bx4&oq~#~4`Ae3Z|i)IlRx%$rQ z+~1mfDo%7fe%AuqR8QrCtD;$^C#6_orKL@5yTrd3lchLqfrwrg?WJu8s5!ZAA>;

zM)f{I@?pBo<_6tOgqor_HyteInf}iHz39;Bu=bVj$_iYuta!C@5@enIR4#2Z>U{_x6AYlE%3n+Va2V;^c;Aw7H%J7Y{Aoe- zt(!&kpSc1Bcm6@1^FXRA8Dob~n`QtJt|?L)Htm9K>F40h1HLud=W&b{Lb&*OYD zuPE9?e&LU03}OmTUX;8)3o;;hVE{^jxCp!LXF|8YDcSGnW4`{lb(v`})#ZrGBZ!VD zZQxUu{?s7kSibgKxz%Vf!vR-!1h1EYZ40Sj#{FM>bkM$n7i;661SUy~wy=ZAcpw9_ z&H0{?uq|jGw_7OPi-lpqYrd1-QzfL6z4+oFrBw}6@@Sr(@3MKu*{XN@o7@qEW;+to z6pf`dZb__7I#(3oeS2JH4^vMHYpG`tWq*)k%o&Xfx5hgy74>h@{gW{Fedn*okr}7S zW42>N`zRL1+jwFEm^R=}PE=d|s?noy{-JyRI|=dAmGO=!MBGf9xivxjOxvw7=8J(D zpHKV=mfZuWb3KRd`aKrbhG#<0=zB6_49&Q^f^=Yq!@7}N#SHeL*_gOGwk0Vq%-%uXOEyN^KihYTo;9t)a%FWyPIxNZULX1NERJa@ zR;AO^dSGQdYq8s(jSAPpw4G*Z9XGnB(@DjOEnk*mp-7=yQ|QH|VXvJ>S+<(RUmB;T z3Yy8L#OSyxJVN%QVk4xO*uUPDQCTtwBtRjA_MdU2C*c==*`?THCU%LBVc1gs8LCka z{IEIs%j1c=MbeR&Q)=+GcN+;@?_aL}#gPc*8x`Dsyqlew zV$75REs-G&TpE5lRIpOz>OvPy4vT9j

oX4`K)I7;Zvu#k)%dpQDg;JLqMAWfp@~6>`l-Ikw@rCxS!2xXx zB9M4Uyth;Pt(CkPIH^!4!)0~ydlVluc)8mg)p>+$c}(Nl!eVJ6<#yAEJQ)WIDbW;* z?iLO`&(jgP&AsEeRIyCD%*x#Og}f^yjH*eC2Q-~s=*}V7&$nXMJT{LyRseFgfn;)# zJN+_^93B>)nF-kRb12>4H|$h<(4Bil?%AY0YL}wJ#`P>!6`meLUtA|CSEw{UQ|a^P z2w-E_udA$jHG0j@W&CQud`{@?qkn)EV1c`%puF{}xrF89&k6g<)TKx7y8WM`crZE~ zIEm&kg8B0A;wgzF0>kv$#~nv~*e|q*iTVr3YN=pVPJDbm5O2qi3A&S`sUR3H&IWt~ z-+ui{u$FF$#LUAU7 z+ni0s*4%(mWO`M_Kc3J@&rRjMZt#rt=Wm3C+)d2{7j9ilY0NMw=5BlHacp}=IiY*S zh_7ZoiIynG2VUF5X=(NgqwhY|rThG|HX?m!K}6m8yyD`!0!m)u8RfT(h1Rt0uY}wh zGR>CIM1M9vSADx%U+Gp|U(2C_Ixy&0VVOt}`RFm~0Rrs(zXLh9)~57v<$8cH-fmEF z^H#mZ?|m+5j3g$iQ0kWB?>V)WM}3POPd!NDN0?Rx%aO1})GVW=?0o*Ra7_%Z2Y*xj zl*Pl`#8-lD6{7?9dYs0oXOFv%GnY-c8QU_eNIN}gDPycZ%5Ps@)+bcE(!ydPNy<)5 z2%9EDu`<3T6Mp)r8R_CyjpK~6;+zIs`6qwWQ2oZ+jcNNO)a<{4D24X(byD9dyo52~ zuY=Io|7rp9+UIaZF4(jV-rV3w>R6_&|SXiJ)XyQIW33TS-1?c zHqZC-IKk)mC+I)BOdrOODW#-!e<4>44^f?hUw2)G{)ZFf@KpA$&`i}yPagdrrB~>I zpYE%tlRYvU#sAsT)nFr9_?zx-SVac)In}1{AOr18`h|juTXA-6Hq4KZq${a25uL9` z!1vak)OEeqc4t;*%s`3m-UDj(K%5Wz$q7qif%`Vf;5%BW2NBl?3+KX_rBmnG5FR6vx z@QH;K2yea87mZQsNw_MU^B70LOV;p$qucG0H-%iGOnFCj&D{oSfZ$5rNTQqKOs4*% z9$yaWfJ=r-D=QXGwUIIAKMuf13V-QpFX*9ridvc)3tdyV&Fc|->+}>pf!##y*95c11x+YdCck30L^e*xB*KT39D(~OHFfwRjgvlOS(xYn{jF61Y$f+4(%+3P`9Y`hm)K50FeLUB=1 zrS-grgqC(d^U|mlmG8kSof(EsI(P*Z=2{=pq4rN&j~eM4&@lm&h)oa z{Cc~_ZT^5`wFkvcoxcWmBVBOINp|BKI?SCJvE)IpuC?OZdTsk4T;8L7UJ zbW5PnXy&+g?;apje9tK9DM|3r0?E4c*T(?y<4hI$OWd;c$K-X6)UTTah{N^YEOy%m zbjHP8ZtQrz0-xCqF;QKom(k^xpJ(VmCRB3 zC2(^|#jCI2W#yM&2Y*bPPK!qGWEFnv9hzLWz9%G`#V}yZR3R(-%FHxdeYoA)`;}AS zaj3+SRPS+Kb0sbAc-yY>%RjHit<4u)#j#lLvvOV-O^yoLH?JI?|FykTA$ucON%?O2 zbL2~g0m&!Fd2Sk$=kI>m%U0oI!(owkhk2hIE-9d56ML#lEKsn?F}i@kIBpC+|0#AS zYpdhHvc1-1px6QxXUOq%Ww;B+VyB#vv8%AZ<#hB>Z_^65l1x5_dsAX|HDpZp_{tk> z3-;66uR{rcsY8<|x2NBGw0%%tjyH5Q(ek`&ypV-+Sx(JsTBVZu0WZ#ruWGxS3A{r|Mfy!6!&$ z4U@aqC{tKEi%wrj{5>hi!v>(F3_*caFgqGv;=ecNf#^ z_&)FHedmIZCM}vvnd#au^sbfK1LN1jH%efuSC>de;%Z#rMee9o|%=i3yzte0} z)8idwEE~8J8&JE`iZq5EKLa9i3HQcx$p!^ic|DZ}T1zR<`pO5q9Yt&AUybr>#DY7= zYUk_u#sd-mt;MX7n}L5h_aC?UcT zs+FYX8}q8bZX9r-mahYMe|4i|Ht-3xw zX#bm{=fQ`F57SVW%zoQ~wjMMS8s4EZdcFaUSA6#gtj+1c4FDdu<5Wvnqwf-(FE9N~5)E2y2Fsv@ z^N2RSR8`F^JZ7H+vt71mB)2X(^$Q_#;xh#B!R5kH+%3b!Z@AoCT{|J(3}OojuA&TS ziMDPE5Qix1Er8as%L;dV8-eJQ#s{{HuR%s`8xpsJoP(h=%Djr?TZ8({kRDg;;Ap_p zv*^KiC~|eGJb={;aZ+OmSi+0iW-$j{#EEpw!8>3?>IQW9H=H zy!0*dUBWFhS&EEad$af60=KFy3?vNx&*}Y_a)3XzFWa1+wipe>_b%3(SKTlW;e{Zs zY$>ahz~mMBtB{L~*`l33=Cy>Hl;`}x|Ha~S4dI}<(dxxi5Sj*GxSGlM<_fR_vlU-p z2qR7Z2eeKqKHwXmEdQJ>W&q^T1i!uKky+81{sA$|XL>+yL(lV?eI+v7AT zQXMF)7O2$02miz3Yx5}d@MsW4jriQ(k9XeD)SKg}&{<%?^+0g^422CkJ?ue}L^N&) zb#MLJ`${;v`8U$_2L1nkYX8@N7z#5>(+1Cz>HM;-0mG-`+gwo*oe96ud(eWTB}K%d z&#qkloIIjUjF_G|c$pAAs0XzFP1-a%;LG4><3p>jm0i7YL;JjTQdnh&v{_52l45>g z1s38h9%pCk0qsGg5$bRVrN2Z7m~uMjQju!YTyNjJc@06eh&D*CMei%>5bnjUjP6C=Q~i8nf`PpxkQ-h#jv`ckdBAnypfY z=Gork#}{KgwV01+YU12IYq7Z#%qPjM&jeaHeBKmjn;`Aovn^tgNptA_8JfE5N7@kt zgkGs_Td>EF4%v6ZORb^t zx)e&4fz-ugKyWvxOyB|=nn5!MH3APL#ao1cjs$u_+`>h=_Rl^l7B4g5>vlGx2Xr z$BfR|+1Z2$V4)Ga0v)awp1wXgY2~6MAx+xK+vxewBDwy z`5a5T*f$?kt&Z?YJ(GW7(&{T{Zp&UhJA;@|+3_NZ=8^qLPC_X8iBq8Dj?-M;RA_`~ zj6MYj{MH-isLK<)49R#Jb?%XEHb*04K1+}yxs4N@R?qo$NGyGtPX60$DKt;bmqQjl z=2CCF^Y^O_x*n_n(KKoiBTMXuh7~_-A?L{8&g0@AE~MSF9xa=aEQ~NhrCkG(dfIz0 z*~{tc(^xRxGdT_9M?&#|zrXyKFJC(7{+`e;?QCy@a3L;J0cue2#%2i1TgA@K&L(UX zT1dus&O}VQoBRvs4GIldOOnBaOhAmpUzYOytxm8l6Cmt2%sz_bO;SxLR0NP5eZao`IDm_=9at z2Jk*UDd&zUC4iAA9Q>wbccWu&n|qq()2X;iG#y~&ngr_LcFcL8{*6n$MrD6a6Hstj zp*!499!;-r!S3sfRhym(yB{wD1%R!*p>rVt)?3R;){U!zc2z-w^8=rCg^6I(-E~vQ zJcG4_oiF$vr*NG&^PAnx5X@$1)K4!}Hd^<#^=Zt@lt)v$BET3IEv1}G) zfyBMnfAe_Y%T|56EJy&4=xtE9yYb>>3o!ulOH$;3CyV%Od-Zfyyq>w+pdrl2Z~y9@ zi;CLmj%Cvp*Ek&JwG!mB$MH!9j-P*c*U7(Yf9esZEg1Kkw?ysJg`o z0S23(RyY%BJ#oDA7#sJmrmB`uNKJ(TJxbbqGw=1Jz@xW)v6v06POI=EYL^=M$ADSr zXurJu!fnKM0@qp7{?y6#LBI%;apa%!*zqNeyLNh)F=+Fen1Ra3(MgI{DgV1ghd#DF zXu!u7Q!U$5aL2S?<2+~93gack+ZO28&>xzx`{*h@YxH2S*ln zTx^BX!2g=Cy-DAvr=+*0S5j-DwFj^-w*Xk>G1dR}=les>com0ZSK~*x73(#C(zW&$ zm%V2<QV8%ey^u zJ~AJDmE}<<^6)`KoJcIkd#yrRNpxe}0rrG%^%OHz_|~}>M>TA9Q%6D){egs=sQD(- zZH`gP`)#Bit6h1x08)F=`(Jj2GS5DjN`G!`%((63s3n>Wn0@EiT-5DZB6@p7=-6m% z4norqq1q}8g}5B8kG}Yfwo9`!%lS@kH`*-^=B?b_+R8iGj7PT+bE1KtC>SU{L|#uh zC;O7&(&QzXjb-%e5mT#F0!9THKfV3^W^dQGGJG5;>Muo}Mxb}g-&I~@`uBZ`)GSZ<^LS zvr^H7M2Bjgm{4gR_se^W4#D4woO_ZxQ)v|mS~8l)*K`4iE-}pQ2o9CYF?j1^^W|dO=!%}J*4;0sR&Qoa2DP8!e1p@Akb-`5 zNXhK>eu0tKGedW4mj{L$kN@gBCy5#s+(k&HYFyD`3vDL<+sbcust`Fl_^_n4{L$08 zhe!gDV#C5vsD8tk(Suzv|J#Au(M(1o>V9tmu1j^jx~dCMB?JPWx&h%7$)IxvH_G!5 zA6W4vEjl{Hux26$93>TrWrhWjuB9cXd&|*Zo`nJ>9}@Tb^JVQVs`da*Ds#B_ibcRgpKHN-Hevch=d^Me+BCA!WlC z*#e_vk!BGkPaPZYHJ^*-hlk6u0S`L!y-OP?kF}7{$*ba+T+>>~>anvPkc;dDUe4&8 zkg~mt$nGtPe2z=b_nnj3`4?DWO#24Z-Ih*3<=QLx(r;tK9JQFhP)SG0+_?0MJ~9DE zZVCJyrg{8|?+?U*0*ic0DydzWQR{+izDbd59w&d7?PPytRpUz7%4>~kv+fp*K57OA z2kqXc@6AHTE&laCjajV)L@OSt7^(Hq1ooNtzU=la$Ve}+LR*PVjXUeYz8q}dU(|}$ zuPLO#U&-dQ1d1}&8Fr>QRf@}v_*nfweS){f!ypK~#JDt)7-&Gl0Zq2WS`_ zjh%-_Mprrk+{KfH#@Xo9#&218Uhm1i+#+-BzjsPzZ~Wl~2qrPs!UxaclI}nxL!eE~ zgA_9os9qo9itlW%J0cdoqrgSsE*WJg!g2m?QU#75caZf1tuOj%;{4m!_LFD&EiO2G zPuEm2|KK^_nW5OY!dyP^qqrVN-=`z(z%uQ%_hKvf`X^aotYI?t_++rlb)Ba7K0 zR%OUC((8R1^lhJGKgb_u7VvVm{`yY)$JF5pQf~^^H5_g? zgNtbCvJh}xw3%5}0yr)4YHOrUN>w~O$=9kXX-8+%H!cLX9+<1SNNLA+jxBU7qL9g28(dmnv*ON07wc1U zwgE(_>G4CC%9~F{(ai0>bM&=WM5%*q;mu0bKXRgl#8^1#FMbxl2$UdOB6^ey`JWg> z4gEwLis-o7sbsp``A+b|lajMCR+G7OPCq(xhB@Eu`;QrJjDP{Em$R}<7QFDOyQA(K zZ2-hxmp8Dkc!%1uT_%DEtN)08F!f_9k1zK2D;E~;U+!$97W&l3HYKkJeTsQ~>S`9~8zkm()@)~6I661u%lk3Q!;%b66oEY18WcCcplTeY2H z%c6Luvd))Xg+qsesTCL~lK-=IaJ|oS`DcIEX_n5pjGMDO(=^i)X?==^*hR&yu{(jY zrS#h%K>4Zi^S8?{TE3MW%K06SfQlt-z-IK{wPgMhmSjcC-8$-4*D9tE`U;woY@ zT0VFSU0+P_@dl2~;3&h5s)Rnh+efujnl?ob#ym)5-%)dG5ktp{OmhROZW zS?!#hmEU1#(b{ILGBzT6)u;B^O%~B+_5z93y#w6-DJ5%k`b`$8)4mGD{jH_U1J`59 z$=4N)bCG=xv&xc^bbl@ASu55+YqPS^{%YfsM8K0bqD7~Ze1|o-JzevEkZ{s5)-`~0 zFsgmN|0a1i+a43Prn2&SX=wZ!=cu3rmLI23xR_aLtsc}0=jg&TYNM@(_QH#c(yq&0~vFTegfZhcsU zEYyzp!?}NalFEULt28KjJICCGmLIlC-#ge7a_{N(nEXR;qY7fxjFvagP!4X*L4|&H_%Rtxbzt< zA&b+awzCrr4ssQ;)%n#OatEqt#^Wn&xZCm^cf(KCN)IUiq^Z#bDFq#N9t0HMKuvn9 zoSvcCy~Q!Vyh&xN&3g{CgYVDLD~O4SZ7sb*Q-_3I2q@-~$6D;ycu5#0l(yQ>xANOm zYHclEtt585KZH>cXKm2C)8exb102Q_wW)A5~9@LMb$iOoNvW*zvdvJ{_+8 z<3>y3moJxzqBY9zMCEYrZimD*Gp;eq{J%ILUaighUYar*vh<+fA~p<)+PokI7FsXk zr#2R~=1s45or5!?e-yOymj`0QR^{M?AiYepXsGz~C`LmhMv_=jfq%p#SC$wb+Ssp# z+FSks+Hf2Em8mqV<&_AyAc+4O`O+KZkzI~VQkLxAVQ_O02-xR=&Kyef2oL}P0}j`* z4hkq8Kfj9zYmh@CBETDtXd5ch17&x|IuaVYB5-R{HsjMqcrYM6- z$e>OIl>hC}Yc(edg`?I0+JP+&@5-}(&C?_BMg#o< z%?f<6E;ZoCHBH-RA-ta)p?>!+n`PMEO+?!phdvT-p8p^FM1NxfC}^Q{6qFUF_wFU* zxmNWl(Z?d!OQvBQh%>J$c`B6Pb%uVL=kpGgiZh>{I)5VU=NpRIG^%L`o*_8zND*0* z$27}6ofpDC0dOZS;=}I%=e}xg{s`1j*J9zdqU`)nOk3c5njRih)yG$HHg#|Y5=%x9 z{tChTOKarW7H*>&I#obOwJtjjXa=hCMBR}0|qg#i&!@iG4ID7aP<$c_G+ zlsCM8ROfQ()}MEoH(7Yo$lw|kZHK}m2E|Hjb>8d!n>zm4K(ams#gBO88w%SifmDahKi=`GtfE4IfIMX>((W$M zXv0-PTB0z1s}t|(Aq`L)THhf0kODnO3JS#y2zMlO=m|llskVId@6N$C$2cCsX65(z zIKi$__v!8{WGo=#5V9m`(HH@kd?DZr?be>tcuWKwxnRM})Hk7>Ba6IEIVk;b7h0Qd zXu!kFL)6eHwn{_<3J&x)D&qvgLKEHpunqrb)B^X+`Nrw<`!QjR^G7r10yHOz2((_g z(EXp0P39T-%fTXuoWWO~;8`}Wg)isXRs7wi&EX`TK^)EJh3&|}M~R8GAZo*}j?~Z| z)8SxBLmg$KG{VCVb>|Ky1GpgY8vm$5E)C7R2EIib((mK7d2RfVGHNr%?~huXL|s&* z<*v~0WH(t#;oYc+HbAKpzzqs70Y0*jf>FE;S_nO1K!chH2GIC{e;zv1K*0$0K!i{p z@FO(pKg+Ytez`&ZdW*O|b>VZ*o69ItsGTOJvRxhUpepS)Pg>&4zXV*VI3OC8B8)Mb zJg{io^*!KbPO8cNyUlEG_$H!{_&dq@;K^oyYrT+(BIAfyUFu}hSXxACg~GZlkh=gv z>o4$b#-4$H_-TWAp4Z;+T}0=Mdi9g`A4{6T3{C}`??30e5z|I>mx8%Kqm3y6bHc+3 z4>7;FTB9m-{slvboU{j46~82XPXfE{&EC5wL!MRVY;%dKjfG|_={93S?Tu=A8P3eR zCvDO_R`EueeGNfS)Sx!Gjv+4iu=a<6eM@_f!s z+4GdylZoQ7=G32`Qcnt@@+ng!LLlgS?I zMt0AZ4y;tzo)dArK@}G9+_Rm(^62kbvz`9R2gc&`MQ>kH+3x#;PMaE}Bw@Wq!8J@W1M27Z@AwGcv9U22EQ{Dtg1tBcp(l6= z5#XH~utWu5`k~ap$*JQ0(tY+{M@szOTSQx^`wS>!TFgWKGvbzVGzt$aDPQVxjszIz zD-s~IQa&*CX_JveJ6F5v)QsnOg|;1b!f<}@*}*QLJsS=CCADWzQ;`x0Ks$5iyTo~_{PJ&_+)FE+SzJ8@;Z zs~9fypivaI%^Zc8_HMN4hxo*Eg3>r|jtvaf&Xd`=1B4D2&B8W}ge428TOuaODZT3{ zC10_DmJ+X2?_3`AZzcy5Qg8(|rQH525u#IqeDRvLKLOMl{O4=8QOo>CNFEBDP&#>< zQtzXy!kICL^q}Gj!*u-cdA-ecrBMELU)Z@TI%IL0&hE}vN{t1JaTK)&C>0crTnv}Z zfH8=L_eLkLnJ|=qrbIk!Vx#J0(dy69n!E2izs{Vp_^bT-F0D{j?6ozkqtBn7BY%xS zjDP7IDoz;7P6eQp#m_lpy=iR8?^~smk8&2H)02xvVw*SEJG$nw9*gpe;3ZBk!4XA9 zqDB7IRp1BC>sk$7yvAFGV9j6+N23d{lwV>Nt$-PE$HrglzpJFO1Zd;CB|IMdYN5;q z;9%AAg{js`ezm+T{n!3$=9QMstT5=}nO!Udevk)D`Y{z>TY7u~waZ@k;Rs20c0aA65x#(<8cZh8~dNc@BYeV!r*^s7N$w~13MA9TOyjgvVF z$!}e)p(JR#cV%bpcoya&1jwE7(?;XkyK&oNW8BbLqC}FD7ktU1xm}&0o&Y^7v!0qN zLBm^x^60w1xic$x6N)v>yp25lK7z4A^+j~% zf5gJnY-C>lmsq%nL>FG};6!=bZyw-H<3HbSIT>R)xT%p0vZ0HEL=6>8`zuB^qcAl6 zS13H4lof5Fa(y~9KG$40 zX}B4LajtY{m0=!vdc(QCzNn~(D%{;_vxA1*w9c9Fi@apVM4qFj^cR9yK>P6MQJ6}~ zi`j2oul_{S2j#vE^|aUA0*grlqj{s?fg1{@Yza)f%N_l7J>t=AUO@#~Kk8{kS(hS0BN@HisG}-;DzWyNy&t_*j zxZOej()g1s4}g$N4s48e-d>i&Yp*N5Ms9P&*Lw7r0wTe;Y*NlpR9mt{g4weED%UZ} zhQ@aMPK%bZEZM$lbw5$r?EhoyEuf<6+OT1|8>OWMC8Q)oUnzJgvOO7t1)(w28_ z_Y}JU_+-v^N7^KWO80-J9%nS6|0U@IhVz;*EbTbtlbiJ}#rH-I=CQwIVaiQu>03Rk zxvOVcsh6WXGiQImr?SLs>77mB&9X*&ea@&NGxSNbmnj)1aT zn=kxO*4IGI6?wlUMJ@P3>?7Qg1QgO%MHL!``bNlyN%5JOjTCaN52T71uws2U_xhLUf;BAn*_wD52kFBEOP)yo zMA?<2ZVbX-qKOQeEa^1CxRIb`mma@dTVrJIPl$unRzm?4I(D}{h;NDT19=;E2?mp*y8D~x5K6BN4XI=d zr+|o)m4CY-8YMgimfd^Q)K87R@C?Bn23drjz-bD6g+g!My%53K7I;2`nO~QwJ~}FX zp@en|+DhqvCJMTE*hlMqZRSI1)mW+ISVJg~KOVW=RQ(aH@>U9}KX&<0t%w}FP+_gJ zDIY)QMq{D-T=c&h0zs*aL`^tz3CFLNT^g!3D8;YcAwWH25nx>cV4owRKRY!k3tazI z{Si2O0Le|*J!~&j5i1=+Z)O%}T~EcZUc+Pvp-c`3!2UK<_U`MviDue=n9wgJge7t= z7};S7%fBW5PKC%#pq574=7TcAWwwD5IBf%go9^uSIM`2(Z-rNU*F9L5VZkKXVMitJ zwTSoKm#wEnetnVS&EmC+Up-?O73W6pQz*R#6d$z_-Tk)p_8pXi8~~!;4z7LD&WHcT z1cp57$E>R9g>x=1bw9m|6S`NKEyf2;q1P1Uxx|XsU;LSi1NldbSjBSv9FrJB+%d{e z-W*6ZUDfI4-KjjA76;!uN8aNN1p>9jeQ;*_M=zEqd*aZMrF<*=W-o!-le5?`U1+=G zz(h`6w-^n9`-Pe96=RxxV#}5(nPoC%Ko|!C%?}^UZ%=-T#Hi-rG&o&;6QsEldVQDx zl$<>Rm+gxhpv#+M__3t$rqI1>RQC(nf%h_KO%a8Ms>8)tQt8akl@x%~?D+IJx1`}& zm$<3~>E1u;D{<@G@q7E}HlfB0u32LIClqA!uAg*((iUt7@>JBOTTj%4c=Y#sev4Hz zybYrndGLeD=i{hb*8fClGlg7Q#5KwUmnUn*iYI;}78tF;G0KFIPVZ%)Wb6#Vur8bv zDdUMH2YJ)|-ec=YGcY9Kj%C+iU1hi_?m5_W(eS(J*@>{t7^BfYS~9DKA7`v58!kQ{ ze<^rof0Ojw(02OtgMQjVc{Wj8QDW|1tDA4kgSXGOBz#^97FY#SY^JoL5%k$ux;{%@ zfc8#(YY9H_JcL2YUmcy&iao@z3eO&cvx|v&SnwV@ihI;CQg-R+rHN(c2wLRVanZz0 z%M>+e{OU$kO$lyx<%>{UWjQWQO|5FrBk?P@-pcU>=Yh4hB>3w6SNq4Avfm7Awuj$7 z3svW)2wchlf{8wE`K$m7GCQEmu95s9e&LY}PQ`t?n3s?WzT-ektLeuTNe%XJPr#KZE70 z!~ZTLi05?>MQ@-jv#Bk%k(tfE$oPg}b(MHi6^>Tzm%>Nm46%J-Iv|w4fXC%PqEw@= zZ?EO~b$hePHM`C14ZRh^2YRYF8H~6e+Us%OgqZ(Bb`k=QwMD`=Zq$uBU>Q+^q8gfk z5({6$FZf7gz1ppJl$P2}QoV6Ci|lS3N(vM+%T?Ai=fkKWT2lX~gVQK|-cwi1 zlZh75|H|AA+bn~lRj&ON7K!MRGd~AMceXhnp#drWcbIL9iKQKYI#C4c*CH)GZ-_X@ zUwy{Pm}fgEcccC=a?L{DDyt+O(qfwJ;Ov6=egXF$wGc-xINb7U{6}Y{YBn*d$2-f5 zVKjl(xR#2sA5X)JZGec8%Sgju%3hyaUNK)p?D`mHnGqhUU(yAXMGuXQNzycOCyO+#gYh6$zMD*~NKlBBYkt8^ zc*E-kWm-d1$~-ekVmXTgg@76S5w#m$?;1|1eo^QhHR>mZ1~Wqh2S9xIQt~=JkfAyx zaWN$jbpGb_s;zfxH=2C&^7(O9z?J^4;+8oaw&ZEe6Ww z(QW;y{YGHvRo4vZC2^$=hOko@omXRKA?t^v3Ggj5+;(&l$>{A&+n% zB8tuDAEW`+;22z@D}9YQBH?h#o0|l*FcC7x+XI*_p~8OR-kre01R0 zn`uxE_Q(5b2KHYO{h4+uDX&}6k=(djRk{=?o$S{sgDDl)UO$EBdHnXi+5ku5-eRxf z#bhXBu&w4LchNjsfwr@+o#hsq!N3%8<}~Xm={1p=BFIhg!@=sJI1D~2%gjukXMYyeVJKT2ee# z^9(i|w$zI$K7_{X^f4UE1dexNOl}vqb^(a}it(#FIG|bg@7)#7$*C3Fu?;;xE{amE z0$wh6qzBuh)gGsqgm3I0tdoAZ-0F2)!ED`<{@A;uQJiRd4#8gW=Gt)_Wc(f!usNLB zjpM518`A3s36 z1|hg}oFO?Gzb5+v(GSavN=m8xXSTq}q@nc_D`T>mE;R-aG4u?Qag*rpfub`!Z%^)Q z zwz53)(97M%P8TWaOen~s2EFd?ytZxY+gLqQ$chA8(4H4~^&deqUkd}%1%dC4*OG54 z+R31pTJwH`21iaPFfzw_-wdK`E-bbeMY#OWJ3cHR{U4)r1y zsUBarBKU6m2Ld8Er>m!rwAd{`(9*l9jbjQDu*bpNT4tc?d3+?&JYKiob%Y_YDP%9{ z8r}T*XBvXlX7CMMVugw)LhF!m4X9Eoj!y>IEX0wpsr(-KCsNj!9P-RAZ4VThVlCjLaLLkh*S?%cq&Hqc5T1frkt5rvZsS95jyl1d2F;uR}lXoynm) zd8@lxrvj!gE9%?or4-*t3<#PiwPjdP4$1&dn0%K?n6*g7U~yQ7sQ! zW^Ra>dD8`}LQ8T_G8WZn>0@yA7tf+Ci^uMBUIE0;#l?<@>&&c^0oR?3X5w|hP?d!q zK1MUHwPSLZ#77sd-o?%r_R_2?%Ft+mV2#%s{42whEmP@fn5!+ZgK2>OQk!_vabqZC zW>5omH?X=)2r2SC3Uk3-zM{8|BYm*mG~R0ptq~1Gsf6#GNdGw$`6=ArTx?;8AH8Il zj4?Dtnh*i9qZhx3&DRzCUkkUO6HmP9Lr|9(*&yR4w9~*7~AZcdj zXFa)irpwg2G=R1R<3c=9za^;a-`tL4$9cnYC;ivhJ+x5=XgJ%dt&b+C@YCvU>6IA% z{q;GXg49AyvLSeAFc&@eZ08n<_!#oKX$y!N!pkrkox8*|6yo@%D~ zJr9~N0(X9~@O5k0W0G*MxJu}lKRxz4U)%@I*sp$V739N>!sfc4IbqZq1^VYG*ey}w z2t`02*&4?YWAANjI}ye@KvlNP6U+m&JjooGP-drtvYfxNsI2hLspLtfXGU8&LsShW7eeY&sBj7Dmzsx)L#wS2|@#ggBU0g^p7 zkqL0sL7xjWdjQcN%gZ;U0-y4~e{+i@ZA~_PUpN9lhfYjRE)lpj0;PX0uy%@wh^SML zmXV2Nv-p!2 z($0&!hP>F%d2>^PFZJjQ9tJZ5*F| zxK#geY1*!A!NG}B#siK^nVOXl;PWc?LC=Evm1e=n_&7FQ9gBqH-~c8&<~#)x`opC# zeMqsyA_^!q9uD1>lvKQx0f@ar7lD798{g?e%p$Kq0>xV&+)xHhEJM2gO~tCBHcdFs z6gB)SeuycKqBh>c_f$py(;yJODiq*!btR}`+r-6L^^!n&GeviNPZO;1{H-a6-0#E* z1(bPm##S84(@Y&Bkg4YE8w&MN{H&!k-E<83qf~M#y4z>Crow_ET`oXK0U2h&K{xgw( zf6i6QEld$w9=I0T$D@`xFb5nf;Ap857+Juu201)Je~F*M{XEz z>2;YxDLQR_wc&7HA?KvoH*t#LLG|4kf#u5`7flI1pz6x=*pJ$2O+Z%Fp70xKaM6$% zLsB%0Y)c^bZqPkW#>5fQXed9+g>Y?4rGGC_*-XL3*HFjjyNP4b&dD%1AoeaRt0v%N z>s3-p=K1TV+3KsWY7Zbe#$EbQN0M%{4ZW@~bUxdL-ZxXI96PmU#TOxDko7?CXV^=O zVHd=U}BjAZXW@ zp1ZJk)(uO`hm@EN{1j<=yX{^8iPP>%#nfy&2jSw^d@`GYsJ!2Bo0IP-O;o=@rUow) zvR2Df!pl*A;E6JPhe%aBA{akky6Oo>wh4+LRPa;bRc_BoePU6wCt7hY_E z**V8$bFwh%tpgA_j+_+61r&yO5-ICRAXJ`+sfS?O?;_Z#+OtV z7QeT_*2a^m4xUwO1;0(Xy1Iqnv!`aCy-9U+bd2llD6tJGkY%-8W`PpGHug*Vx}B<> z!;se3C(m9`e+SF*vTsJY)-|_<-)#v=zU}pY9`#f@sbtSZGU|IC|XqZjYW1brND-e>3MIEdrG2x za9a>xW_o~x^%9e6<>&Sl+_eA+0z8HHs9RmR2N(FVxcJU_gmUbbdp_K>dP4ziLB=&! zq^75?N=Ls~Wi;}ML)(>U_!sUboLa!XUKki1ZXHdZ4Z93y=)HV0X{joZ8J#yA=O>5j z9Kj6yyoSOaMk1HKpwZixMN|2J3LfS=L7d_xS0zp%CI80sPR|ZI7or*R_4>X;z1*wnopIEq7ds!j9@C znkvYh#GYufui38XA9jTs|xA+rRSfZ=8(442=Ku@#a|=u;-q*5O`R(t1a+aZ zbwp3jT<&RY+ug1#5jNR*sm(j;kL3P2tDCce(xV|&6-O6wVQf~QX@!uQN0BFuRVw}S zIv{*pl0WVk$8yi>BdVR5Z5GPHV|49eThD+Q-ODIiefurYUoCBTaWf=kD4>tem)H;P z@zQpfx~X!fMuKUv70-mBx0*&dUiMhRuJzgCX&Fgd_qGns1Pl{7B!L$-BP{L#AKK+^ z)KSr`^&*Jmg+&OWjywCqgatP>>ghJ@V3h*vNG5|&qaEV0dM&cpsqaPv8?GL+SotaI zve1(0gOLk57sa-1v+w#^|Nfq)GMJ+KC6J-_r}z<1^l(Id2cF%}qf~HCV&Fz=7wF6Q z9*TpTUYZEBr#+5x)5ffbqRW+0na(<~(bn!1s~N}s!I&%Y1jdcdl%}TAR-KjgG_^CU zSj%M`9IQ0-A?nD^0{9jTM)#xdT$_H$sx~X@?gAx_u1tKR4PAwj=fNKdBpGI9Y0%qtit%6S&Iub5`Lghmal0iwi6xG6(Y}*a`jBd+R0U*CJvCSkU~+jTw0t zT|Y#SV;tMAOmb>Yyc0}Cz^6o`c7>+fi=QCP3-jd%O0V=yyS}p$FH`q7L;iETwZdsw zPqFIJukF#X&!qjX&lmIe3dSAHmuBK-S~jSf!-3t?Ggts8Bf@#ww10MGkOYp@twu`BATt zRddJoiUN{4&=Wr0G!vd{|KS1v|F+`AYuTZ`6B$O#EZi3=cGT+U_Jb5L%$9A zSE14{^cz#ccYCHW>8)8c)}60jwOyNaZ3GVM>AzV&?;&S7gdHyS-Ekfx$oV4Zq)aWUz@z->}lRQ*QW3B3K{)+3h8_A zOqUM+E1Yv@!LsR5LitJ_z0Bd1#-}|<68b2@|19Sse927FRcfuQB`BiZ4EOj1_t)S@ z2!4~ko_lJs*&shT@CL1XYv^fatZlQ_yWxrTPQeApugUZP>VZC5^H z{8__THoK>LT;2gP;_;lm9n!o0(yJyCyHEB`ayz$~p_@d;`Kzu)zxxq$n;DgaaPz}t zRZ$DOB5%f&{0#jlLNLAPkcyzsEuH^#1N)>A@|OvjAvZfy8+8|F!p58438Tw-Fkqcn zPDFEyC7St|7r}qTPXP|j^j*VI;;-6P!RR{0!y)C7De_Ucsx5<-pLl?R) z2EJp}_0c1*DbfqzmXdH4YNtgbq=(5nuQNvd{#o8{1f^?cV)b1J-#v5f_*o&?F0$V< z8br5Q1+le2qkSd1VZU=A3b2lM&jo8Le0bjNnGweYS-IH_)W4{IivaQ_t7B>TFxR7N z+jeX{H&)w!D4D4mP_!N3=zj4c+I@bl$*(X5xkog%aD2b*Rti4gf4ujCsL;I3Ico|| z*E8K7ocU~z->~=V(U|11-|b|H7}?P_IKDl#4-dQ6z$P?ZR>F^Bv1#jF!MNrjJc#~- zD<7)QP~W9Z;`RQgfc{#-R&~ci@ppM}g}CuOX!tiDA5RGcFiVso_hF{&hFyU&7Ti%pp%SkuLNf3 z+UN4uNZ^bTH&ouyFs0+*_$xMgG6BkLZNfi>u?(Z%#Jr;0j5~}zJEE@2$6ZXgo4$%% z#4?SrC*(U28&M`~UMx5g=aiI?CM6{qy#6^Ha$1KI3P;VtyVHfA6t5*buO`&Y*W-IN zgBiOtp-($fbQ@KA{)j76o10eWtH)&KbV-AWs+$C7nr2wSj|Sc6{agVu{DiWUkUtkEv|Z*h{?0 z)Q?2Rw!dxXFPwxm)OUy*R#htc&KGGGNf8i`eiTS_kfn$+jV=&OU!+Fw3l^7_nj$~u z4u{!*$pXs+7h9}t_%xnHCy$|~Wr+k=rg~T}z8QX=f3`sO=rjR^5G4o&3fd*bG70>e!ERrfGAr z>&%US3b|BOqD!BaA0hG6yJ;6)F*5bd12N#}*J=)Eh=6a02fQgQKE=HZ?22f#P>5V1 z)@7X2W8$j|<)k}E)y)e>iezs(=fiKJG=9^$w1TH`zBPw8?t952GDg_|_xxR6#4t7Y zVg(xpyqxZ{^8WBi`xnT*G_+rAv<=gy7efw21;7Zl8Yj}3<+Yd4o%ZN#o$J{V&z6T% z_WMS?NG?0ek25q2aq~?O9QbYb9x$MLb)lYbU5N6>Gxuu7IAFx=OijBsD%*P8^j4FF z1v4HC3=_8+J?2x$H1Z+7hjjConB-MdAVoG2eGV_bH*1Bf?+2>%tOMBvVdFk(g#mC2HUIb2szRNA`uG`KZaCe_mlQ z+t|oFyQf!qGMo*Y4NspMyq>+?q$cO!w%raE(^%Ez>$A|}uJds-8)eySqE6BBV}1km z>ZQ|qaI%PIjtL4@;6MXwbk>qbFRlflk6 zL7(rPARSGa{`wKHGEEO?eKE39x$q+jVJLb1+LQiU=+$=2cR}>35)>HFQV62rt}D5G zUU~d!=hwi+lc(f5`H=H~yUEC{)pF%$hj8&Y$VF!4TG0HKtN|36h$fJmLcIQV-MFT$ zCjVgle1qWUneQTaa=96jUt-%SO^Q?j!M^i*HAXx zi#z6mGFbptOS|}^&Bca5G_xt>-~&MrG4EW?n8C8hi?$*&O~T;ACZ+jw$&~qFsFi|9RDrsmVda-|V3y zB5;-UY&i!qXK+}PT6g{$DH4e6dkpRGzYk4v-rkR}2x<{pv&L-Kth?u|khRDf9(Vz1C2Jy$~}`RHhS!KYT1;2{oLUs$j3O z0o*aUSe7}_K`SN`x1Jz7cTHA??Tve2W)~KOpsp;0t6|oI{r1bwR!@F3(`^p3ZGBB? zI~94B18G%>5hHFn8TLE?Oq`@Ryw{<1Tt-^7?@8(e^6Z)^BQj)#W=gFe{Z%TR%$V%*w7lh0;)U_Kk$f9y^8=gv7g_g`w(%-*k?$O5~e zbqU<`xW)`)*62mqh7z&pN3>wYmc1z)u#+Pof6Ca6vcsIVW*l^g%=TeqPT`v43l=C? zQMJ=i?W?otapJoND^(ak0j0|%p`}9V*^ho*VY2_B=QJ`sID~21ABj(ZaLgu&KrgM{ z;9Hnp_Fi3qHWWOjVDuO@ZQe>D-<>;cwnL6CpytDmvz5SBxZeN~ITvp=L9B3Nq9U4g z3%X%R&doE>s;~RcUK~L{-v)ZOp_;VWzZbTEVpf>(Enht->d6nE?he5`t$ei>L~j~` zHj3)d5}JnGVcH(7SCt`FHJK(&>9xtefAI^0WO(dq`uRpM*m6m^p$vCZ&0p%_p(ZR% z4Ij%~-SdFXnrRdmy%Y@HTN$v}q=%E2mPtSZHSJ zCViYT5UgR?^yE*jU{NV)`5He84tDwXC%#zg!B^L{9z1=ja}`U4rIEe~w6|SA$x^}% zAf&Y=1VO-GxTw}^yP{DEMBS8?kpnU+S(Now#nL}O(M9g`w&Sh8t|-bsYK%#bUtd8f zd=h@r&jOg<`RMoX~|m;MBA}0!-e9hIGxo_|YEttr@LRDOw<&Gd7E*%9pKXW={GE1vNExY5BkLMVj|DPLl#a4i_)*cZh$HK1;QC zrJ+sDv|l{)iE$o$8$8CrI=?K&@qc)G;#Hs@2Ttk$pw~mWfar};hbthY$LT$%tIS$R zHpT4p%Kvluf9~%8`HAx%G>p;xp}HJ8pOO;W z5TXT$g+C{K;3UBdRn3bs7E-F)jkmPs$zhmqgjQu#0wNd1SJoi9?9`HS1-?K!RV4CKq zhK5`~as(klkNOEb@Oj7`mgrS+`6O4?LA((B=q~&|R?vWZkN3(_!>ns3V4_KH`+{=j z|BG2-Kj*#Z?c0%!3n8q1ww_z|!2JI!P^^s3%&228ks3ijw~_GvzBbGGvHe#Py00V? zA%cc9|9(er-gbYE3!yWY&DLc+>c%G70~eF*GcQU?%5xxY)FQPtlVk!uCO2w-c#iqH z;_P1Pt<0dQ{NB%hf%9VzU6NdM@!X5#9mWL_P`TJqF5mfQBm@-YNeugb?K82&vSm~U z>Ucw8qv0RwOFJl19}$2W7I@Lj+Wh3&uF?>wfdkuwmS+1L|D{Z{79U9maX+60KKDCHBObqKTdJ zuHtdwpH;KUCQ$tcp;>#HJSNZ^`7P|;3~{P*SU%~ zkb$03(bkOQTd2hfIg>HVz~a#b(=`yNF2R|tX_Y@6r_2qP)hHUTp31`Vgk|N3>J=&f z12PHi!Bw2~fop};*J}V=1nd{f0Rdo*I`|3^LKDpEo z$Z6CE(ykZTm{h)T47E_yD-vd_kYnCbZ{9B4nz_5x-$D_mO`z4vT;onbzY;RG;Dbm| zu?95_&z7{Y=rS`1){8Q`)eCe4z|f}WCdS->?toy3{Z0%xX`OFa+AI3xHag^tfwMya zBvXkjPMczS@y6GV4ay2giVd62?Bm>Ldwk`yH7s~JmJfT?0%7=AOas}@%)3l_2q%n( z_}EeM_2BKx$P;ep5jeLp$NAN+BFdf^Mt~xBrooa_3vfB#0V#%ubAFRl#<6= z;o@EPaL{4#QwzR6xd5KmGAR*o_T+P!sb^5CaR;~eKgi~57|8{onF&s6Rm@C%CY?QV z4KMlmp!Tf32OtFRj z+TCeI?hMmg?+uN7GA=l#kE8`;bfo=snHa}N9(}vjNu(i$sb8_=N#3u@S ziY`Zx6Y@B;Im=^VrXLlQ2|v}wH*eqi@JI0yZ6I?ps|PUiZx{jXe`{yF6nB#QLy82! zRs>%Zm6cNUwiSxQZs%qOmaj_~*FFDTUekQ#jWe=u3UdSfz5>$tE8_PyD*%LOSzX~# zCu}Vb=6KlI?z*#p_q|hk4b=K)=MtHbbx`k~u>Ls&e)$QY+s|$4l^DDcLMKM%%Ah)W zv9Lyl!dBR*-N%y*@iACQ4@gL$0`uoofyZ4!G88hMyRBFG%K9jKd!*J^;<1|vQM469 z0TjgU7*|ZG^mE*dyo;GmVfchRYx|4oETNE{f{r*hj_nXw1F9D-!CM&Ly?LyqXGVV% zR-Vm1Tttc$qWo=afL*54qk*y^H11e}fpqBjW9#k}UF4b&awV);M=CWuZ#YvD2e`(K zyqnnnT+4dy{W@C^C##K1)~H&>vDS-_HB%%0`np|*_iLY&#C3{SYvTKxihs;--;Ndz z-!aJw`Dj^bX(OQi&Zbr>_|+Yw+TCN$zR~q>vSHcmt9H(C<^%%RQ@G{p`b|YwfNq#< z+t&Pa^Hh?wJF9ksAJC}AtUJJoyoPKygJwmHaO8uPB#o*q91%|vBfpfWOyOUf?$Lv$ zpI+Y9s4)f#0qXyt&Xt6&@B!|WysA&TzC4@5rfxkAQ`-9D)*OpXAxJr|YWiJb-Idoo z>n~&ZYa3yi$SO_@y=b+RvFEMyId#O7a+UDSgmTn6aUX_35`Fs~h$?u_5iz_noC^t2 zh2EhG6i!EDA*f$~nhwUzoRw~0iLhx;^HPK@4|h*;r1W-{ z4r+~h?%BCCdtJNYfZ9iFe1VO&(Hgw=MJ3r`v z-uapYJ8)pLr}D`Kxb+bGma1GjC*}z+N=NTTrgL4r*|BscZ#`;W*to@q@Ei{ve%yO7 zO3DVkq)2YaR&uk4VBbCGOF-YkE|plg?5V4uiHpg|xdys%V`V)ELH}PER?(=a>ymf@ zc9Q8XiWgW#pSpB=E~Az|wS1B&n~CuU;t2#R0^%BM!$JedQDV zq;$u*zs)%Sd0t$`6>yisgLlI%(%%d};{YgTC|c=gL$9tHd>IE`TeZy%%_3QOCmCa# zZiuk(=APm1kp=4{So25afbegy_1VujLi2;iD%Z#O=|}-*k>94A2p@d`!!QT5hVo9&lr;m64 zTUzaVzPpUSy>q?B+9jkB8(u`sKi(>s*aYT!dDex}ir(SR^h!NZ_DSZHW;G*by&!1z z>X=M=K~%=x5l8bXPI-uQ((KK6oNjO$6Z(#$3FntG8Uja#a zn6%c?+_GCTAuaG4^K2aU`)87ZYw^kN9Jn!W^jhE)0G}mTrYF)}-V2?u$`^_}=Ck&Q zhdeZw7FejY@#%97d{@){bG_-5p?N&Emwpwxc&-W~8|9cjSZ^;_Drsa)rb-z_kaxpO zPK>@w2fP_i`kuxBHQgFm6l-ttVk64pT90;U-Uh6Lj~A5#xXV{r)2rvp-=n9rrLY4s zY(Q)J=N*~_%5{GkjX+k(on+{%4^m!Q!#_12Tpv~X zVajf!JW#4Bn{IrxbM%tJ<7Z4|luW{$4&Sa?{${;B z5LMq1o~l4xCeD)OG&(EUUP>{mPaa)WeR)?|pVpd?;GUONwG%m+W$nS`0!mKd@*=zZ zy9~07{(RHd+}beu`^U)PUHhl}WJzB>YN$&&J)RNu^8hVlN@u6hY58_@=>2^7=3Kz6 z6Y@e2K2(|rZm!D3hGU;uXy?QT{+Y;Vm=Y+}T@57x@Kqy#H3+-=Jq$hJNx)~k<>r5t zNaTlBB|N%N7P$+Bwg_3r!TpgO9_Wc@hmd4c)!6ab>j-GCEa_Hrk$HQGFXUD;T3a$Y zoS}kY3NrxkvRCNBgR?4#!5Awu|DEGC59D?ordtPQD4P7c3QZAJs*y7(-Lg z!8T}RxFrWP?g#o0;1JQnp}1(9c`4LFtsi6n8JeD$`F{BDMgZ_OnjJF zfy`eP+H@qc$Z8{jBEmWA)5dp8v>4&<=Szl;0 z_31T16e2-`vMK=pgp>b80>a_aQc}^um#2zV(>zj~?N2c1toQ>6INzq^DNR9i1pJ=v zoN=rQI4Y8^13TRiOzX+Puk$fjO#(zDd$;=xde(~tF5dqK3^4!UCyO-+ztEqk9|eV# zq@*Mh8(U<@%ge4aATHkrt`tD>v&69o^h?WKq(H5h<^(Fie@eb(KHj9;*4B{aa3=H1 zNregF5=AX7@&P*uz@V|^0(`7*sXXqo5^*nC(ik*&JBVQdAgSx`pSmiY-=rn*pr!lz zgY*_Mvic)0!V^@WOZ!WmKpnZ?|7-F3IZaI3?R72^>y9Q2`to2*t4_p+o-7J$I#K+W z782gHsa~{c?XtWU?f+Yy+WgL#!9HVFRu(P}7E?K^3q0MyrnKRJM8hzr?Eh=bpdl}m zeNX#};yVql53!xUJ(sX^NZA$bwBwf>EaS0Ep!-2C4&V-}z)rFX z>q^-FJNNN_881zwapaxqWOfU0Gqm~s204;joGY2M4ZY;l>^@lO1;e&O$qnYyye8m^ zD=vQZ-|s4tm}o4P$dH?SxdT_!QQ_@zl5fN%_75nC*54ixaK;sv)R2Z7(_rnvK*%Zx zf4nEe&}mnv$Vu~{`#;sXPAs--a^<8OggAlUSph_JSm9Er?WDpD8_tB=DO#t%N(&pm11(LBHW)MY37|froYXi7fLks-pVx`96 zz+)fyjl2SGvtaCGp-Tr`>T#~XZr9IGruRL+E~Pe2S2%a7dUeo+XDP{Yp=#B%-e9+d z{~w)Fn!gX%_izB&&dGTd&WNzz@gx99i~$A%@TMgIV0Hu8DF#rGKzjxk2VhSJ$K!f> z!IjO;nE+|}cdEkQb{|jQr0*J}O6kp$zWx6LrjTm|gkgAM#be;hLn2VPvn89evkzhL z0eF1tTuA}$gGIKe*knRss2zK(vBLrAx?)pO|DrfpPt-@-Lg(9Xv@=fo861OBxslMj1=;Zl#IJYOZXeH>TH>(4zW%kF28haR4uayN1TJ zj_5$0;=mzyab0YZ2{`_JtaE6$VT#004ex)jb+uZ!Mv0eJ38+XR>_SagKmzPzUn)sS zRPcc{-q&j{qK^|d7j#R1D6YD7Ln_&-x zl)fxUrfJ*~rSD46Nu03R_?^9oeZDO!+#j@&~;+0%#k+7}j04yZIW-vuf8%V>vMsAJ(6A#%q39K7C#bj`T5E5VQ-JJT$lk|J^?g^2s8D8*lG1DSfmvS zmjA;Am|PTN>wR=Qa%AszYrA+CSIKh~o5d^dlwXYO#**sDw zB-8t3w3SvZToP`qi8iV{;7`f81@yDk0sZ2i6xvuDR0X#cZWyXBUCVCodJFeM#hnYG zs#xS04){CwEuWYYhQ(Snqpd@S%A=>saXS@}H`C(*7@qbRNi)^0hfl#`la zTPY#7*6U^=A3yJf|MF(R^>K@52#envdTx_Te?)#IpWK}WOtb1OFU<7s`XuRliEd^qfd^V3{LXo9~qj z*poSS?vlls>2sm&aZ`v-(Y-5*&QmYZg_|Nf)LiU(fWHy>K*(&OP4>=uCeu+)(UHKI zdYBbcmklWiJvRy6tMC*4D~Be-n08N0N5dyFC0bZL#!&+*Vcgb6dxo~~&3)0FgfdgR z88y8dF)gWx?#;pSUtbc1qeTZKRn={m!(m0>qUM-s{HBpn{3H#+dR>!O&B+U_T^-Xu zJ=#{tRs~G@P*4dbzZ9;$6?nA`LF|PrE-Q>fM*AKU~IG_UF zo(>c&`T94NJ8N=}jV3L_&GJIk2lSyrhZaB(`fhJN^e+1^+zO4Sk03fl<5-%_eDH5z zZlw^2%A6>lwut0Dy@bwn!wRM>>@bSlR~3b>){I#2@rOM}GADG=P^wu~iYW=*L}h(J zhCtqEJ~J`TJs#_@AvZK^Mt6eBvX9~fJm~?oWRjQFe- zBr)7|KOZ_zDLFstkX-#R>iPrk(O*^^HBT!QZxLZr<_n3h>!j@~Ov4vDs#&<6^;dXM zL(IExM`0ia7mp`+$e;gyKmw6#i@n|5L-*$rCu`#thIxc{IUIVD1EufVPccl2@b@5P zj(fz|LRJWNT9dbr?L(C$TYlAURt0EW%}r(6Y2}ePDKhwKIchzST7>SZJK;}FcsOaP z=*~^C9_l<#nyX(Hy7KwOD*1V_(|1PCec{D7QKvSj&k@BW z^w=eJO9vrM@-e@@9oUC+C_Z9Siq{C$5ToJEFP56bPL0QGa2BI2TWdfF4abhN+9f*q zeHMoSLaV_3av`@D#!`HuiG}cwqwGIDnS3?C6|ud(`vWC%DL4NBJez&D(C@wGglteZ zPso_cj`w9+>wbEG>DUQyUWNS#ok_ke}je~cGl0&-F;1lFs^2pGB%WkEw>AL zCtxSQQt}suC75DA|pnH&>6wM0=T9j{hH8u9M#MjN*Uq2M1sUX;JNGD;TZ3c%I>p{y%Vs_jTrHj!>fKnJp{&Okc^ud? z|J@!Mh9zy*QBN3b*{*%D?u~)V#__mi5B$*khH=$K9b8bj{%R%yFI_wkXRLi;;+mFy zao^yYE7V;O@Qx@lJ*`BvH2Dn9&%fPa3s_-NKzyW+b0nQ_{+R^mKfTY8%!e_cZ;|4@ zQE$_9{BZBfB{fR~UZn}T_had(XXgcYm9A32h}EjRdOq|mZ|jlTq}|GcJ6?hgf%r+PDhpS%)!tjOee$ ze3ZI^wRr4MucD9Z8aN-<@7Kk$|F$7@4A`~fNn;fe?01xBw{_#JRlRAycq%%1596oU zkJ&xLTp@T!GTi8ci}RP-kCr!o*O|CuD;@`^``$i2*j6QA9Z0z9_RGE{i#kUwV1nfk z8+j9mi`z4J{9}RdS7Z*isn|k}y2@7p@hMA}Fv2iGEXG&hp~ek{+|rJ4^&7H#c;9Vl z9vHf*jxcs?jBI=%%9MYwlo#N5b*$uebk$5zIF3ycu4X+Ok5RUN_8ZW#1_vX+;MFF? z_2-||A^%#hdUcNHLrJIsa8WRIQ~JiyvGFo+Uc8pjEeQAZ9Yt!(^Y7mhDZiEjhw+bg zj#udpcz5JaOE~8qIfp*t159H<`v>wrhRZ4KKo4ss@R|XxeS`f#x9#B}c-s{#jA}Qs zitL2U_oFgj=<&U-K3moGe)mI~$Ne;AD5OWB7s(&$FZW3DU5EWS)25HM&IbxZ+2UgX znagYmyoqK}aEg7ZVxODed6U2Dt1k<&H z0rltsNq_zAD-sOU&ooJeP8iPR(I%|NKVCYoiW;#lUOUmz`S4u_gyoVYD;*boFNENK z$wT||BfL%ql};L8YWT@NMadx74opaMy|#xbO3Z??(UnPJx_bk*tIfyu-w@Xd!mrII)p$FhaLaVT~B16G-LkpAZj@0pJB01Qpl>cNK37;`uQ1Jmjz zAk{CIck-^+C?1ohfL_&wMs>q}NFm84K`SFRoBH<3DRCo1@B^5}@ zxb6W;cp@whU~qZQiwhSVLG!)NfE)KGW0Zc7$56wRe6(KNUx1lpa^r!EeXdtrWCTfnt zDw+zO{m$iOx&HblxC9$jtAd0-=wWys7meMlM$Hcb?ws93Rq0J9j2jm<+a1JHKd8m! zml#>Tz9|s-rw#?gVY}@t1H=)yAARHP!Tn~zP7H$?v_?jCP2;0^B8s>Hv9kO?O@^tX z2J932+r8`Z6E!ywHm&GBa0HG*Ge9vN4+>&{YNP<(*XBQqdh)>QIfr)*7LC7QA)}K& z{5h17YzgH5Z0zhP`}#@`!5}H>wuL!=O@V>^R*B@HBbG9m(o1(fDviGSbay>LAnLTK@H3)msZ`?y?&qX-Hgu8MV>ZfX#g9~O(B_5| zP=>hq%^Re6b%3IBb}|xjQN-UN+70{D;@!Ylg*nCH4A%zCG<-i)Js>}C14}b$*fhzj2+>n)1KXH=ludDR%~LP)@;={ZIX`` zFX}EJyD5k=VI4T%S_q0edA=y0jXGZ#{&IVd)n;vqgX2W7jFwC_;g-#J3@@ov z-W9{-`O=7v((ZPZ7igo_E;3?9w2>~NMKscww(9x7hF%n9qx4c3KjZq;Ub8wN*q@#< zgPPmd%Dw<1XzNLPd0wZQ(xG*lYd(8kf-$t2_;d3o2Gk>4>4scaV%_PXk3-SCo?@mP zE%+%x!6MrVXDfgam7=g=n*+i3Ry8y^xA;ZI+VdXh6w8B_!RBhi2qja-o2aO+jfa5X zaB#3(E?IB;DtmKlH-p-GLGNdLK|jE@PGqp8T61ElW#I(75ul9?y_Euab!-v z(6mLVH&c^nq`Rmon93@z!t)~o?MWge+82@nwrRV`h3Ej)eGKvk)N+5!UE^3f7|m~> zDdrxQjmdOMWcn;O@Ers6rHd@K>sa8svI6QUim_=%msE{e?|&5)MEweQLeGxQlTYy6 zJ~QK`*LZ(tBF+N6iUamptv}H80D9GcYZ9(}A_ExZ;wL6af0<`n&!l*lf9FE*qi<32 ztfpM4f~V~Oxnz9xc1MLD^2c!9A1?@?+F_Lu%QeaxC%u^%e-p%lK1jDUJA!+sBE}W% z$3Q(?14{g$6*avp!4JoHi5Fy|jY5uzT2SybwhIf+?|q2=_NW|x`VgQ~O2 zrrR0MEC}=R6+W+6XxP zba#t%Hw-!8%v|5*KIc5=eV_N6buX98d*X_H?fu{XUs+;ytGQdp>*T*}y5+aHVwMLW z=`y0Bj5ctEOk0-r-{MLU5H)B%yTP5#313#7)9QOp;l&$^EevRfH013p$_{`A-Lk#u$ozC+2c z<8XHS2^AyOKoBu_=>|G5XegrwZ=Q=Q>@L43BUUrUz^;2;JY~rGbv(|u{8Y)d{M*Rf zza{2E!?ecWZVx&C$55Q5hK zYiYslBRn2DigK`jM5j99Vn5<)_F>}RNnQ-y)-%R2KUsrEn={y3JW6^Hi1Az65@(28 z+>V;b!b{`sRLD!kJOs^^~lZCSJzStq`{ka!)?FGQ6lr$?VV+thB%;y=Z(8vRC zhXpvj0mhAh5ojVy-+sGrdABctrI`f`m;6Br$E-2P zY+H}p;ONA%q1#3g?K#(!qV06yO~N8r%@)Z_?7p(lt6gvbE(F{~NGFBJj5who{ z1XbBOe@q-sna({Armwk9i`Sp^D~>!7@q!n-lIZ_?52_fQdk4jP&cmNN58eJ{wK1?q z&ik}P6kB4BEV#G}IisBwNAF2~ot5pCk60rqFG!^wUFVbmP^{-A`1=qXzzp&C&3B-9 z#deRgrLV<|8y(uOz=4>RLKSmxaUm=a=SSAOh7Bx8%6W0Bh5Wt8kbL47hh}l zhnm(sGtcYnNNJT#Q|V7%&^9jZi&^r%vPcFBE zi>Z&sO;*@@2@V;00@uC^L(?`8aJO#;KQ;p@@_!WF{~=UPn{cQGvRn{Q0o(LK>HLK* zPxwQ)gqKJ!huf=%y?@rp?Q(tpqj%%KNZ0$%M@1!o%SoVP}l3OCC>c|AoZ;`%hsy5~@~uhjFtpkdVh_ z`ZeW$Gc^BsA4Twg@v;G6>WT-xkQ8@h2r<2Q@dD%oN~?}cO+_L?^2NQYN z0L>X4K$8Ke6Fwd=0n0x00#@`ebQ5j)tG_St8t;hLhnrl}EU}7|2qdA1553O{GR=95 zUeC-mNzlcF7bCR!>D74Vf$jUXWcB6)KYl660x8L_QfLAa-iqL=-{hJEfQ9<YV4?_i^^q*Q)2YY3+OM=%|Hmmg@K^I|~!Cfk62@{S#7 zoQp6*_TZPflf!wh5E1-1PX)k(Jy%WV+@my9HrS}*#R9Jt;K(7rL zenJz#a8AHsMh@(ZY>L=-SK$teaJwtFfY4O&#!e?Oh0B~bd&5CW*?g=uh8HN?TYuKa z3UI`MInb&Nu{~iu`PZ6Fy`mgAIB={df6+GIX(yjC`$#hDr111rRBm8^J zJZvq8CB|HNM|jivO%;xx+j3J03c9~!s-jE^U0H0Bqg4=urN?juIo(kYk(H)#BCKbC1k~l*F*;~E=MLi9N zuz11dqLK9hrv!MwX?m=PeN#wK@WK`l53k`cYtQC%cgEzfO>R<_&+_$h;s2HwyWoNi z8l!;nIbW+LR4GP!X)K1B*u=@of`Sv4*}O7kuKH`fZ>Y2tX7X+Z+qO~>)(JyeUz zV%OH*#J@;+3FiwQ{vb2XrbM2PEyi~Fi%6MLGUz|tXQw-gm}ldtKMB0N|0c2?ka3mM z%r4~AfWh)FIdzhsYVGpWVZ@<-_7@UqaGyA^`DCPggW!wPWLbR9<~>%;gh(>D0HC!? zPaBwxxBQe=7hmVrbP`Z)von5a zp1Gp)?f;fS+k9uu8ND|DBk^Klzn@UlP8MNFa?z`w#bdH0){|4g%<^bOO`qvYm2Dw- zZ+|KiSiG%p&Y>f?W=-|Jv$cFQ15`DVo@3;oMc|c14!UanLCkhTzS-xM!5uACxU^vK zl>jsyy10@yT<3RMEZrhafXZYl4mYg|nAmZ+O+8>mBQS^n++r;_==6xliQWWyY^R0* zjiKo76IId+S#1Tj5d2CS66Z}(vjb%1L7ijLpxKGNYEwLXWj<>ZLHC1%@*e2qE=&Hd zABQo5gUr+sOin{-UW){Pf;$)cORAQ}DVvbHtsTIdCvU;&_A%hD%pVe!ZW!V{o9SKa zxdVS;aU>*s3$FJGF7+$#m^3&Um-d`~3$)NL$jobo5Bm+_PZa^=M1;LkL((BNFk#bw z1U=FgEOL8O4%1M!~o*Y$X7lW!dGl zWrcUobM&@4KCNc}689iOyxpVwZyC%~X(*m8j{@iYVpKtzc zdX!S&?Iy$hNs-s;<+=1LfiN{Seh)mZ`Cxwjy<=s+><>JN!SVGcb+g9}0d5^Uq_~;d z^9y0UiCwswT5jP-pLcLez}m0*DV+$H?tszjwQ0r0wUfpSgw>7`#TYipou8R+4Jbg( z!e7POr$|%n$9@P5uHPTIJW%(*MZqtJOLh;TVfgjA431TM$y)pwwyP5$;Cqx{O> zvE4Lc@=t$0@*Z*+fZslX#Yd13{o*UH`eUI2%qU^7G}XDRc3??JV&)?Q8E@S;uYDmo z?qVHjL3yX}`SZu=2t{US+W8#uY5N?(1WTX0$3*<#PQw0xESY0sh5%%8cPoX(ohH9* zf^)^1ULFTlWYH-F?q@&5Ti(Wxu|Ajj=*%YHFS{^`v&=l(Cy1PGk#0vuBiw#&(gNd( z)q8yEO*(-=mb&qDE7600o03O3{cl6`BPcOh?2M5iA1S*@)g4?Aw`{dNTJ~D@kjf_CZ-3-=&hbC z4oGUv`sL=H{Zd$aPH1}$*Rl0ve3wbDAyPirOIvJVG{oOZ$s>O3gWe@*cNy(dedxBh zW*_FVtR3WrcN`_YF#7knCh!}6Q_}Vr}EK z6ynGp$E8Le8uKjMH~sVr<8yfVA1=Vfp}%*r#Je3Cbuj&NGSrxK(|tAUaNUPWPaLB9 zVuU+(Xhjy_93zjB*_S~e5>KxHiOvec~)V^zK$EIy`Fh!Y#J+G-ow!&PZq7y-7nM?v~-e1*Y$(x<*l3=xJN$PIVF}9A? zA|G=RE-uE=nu19^;ggf(S{e5R6J}a@wWSIe1{v9P-^MJMSH_4`n0J^G8OYdoBs?_L zA3xpF(jU*|M@GHtvizbb6SVzS{@J%nA*c#=1CF|AK|?9}4`0mtM+Y;9sdV2K>oe7+ z9k>;D>UY5^pLCzek1yNmX`L~xmSu;H{YkZ3sgLF9a<2~TsX7_@bpDelL0|9lq+os; zO5CrK;*a1v^DrKSVXmV(ezJ4&h~B|~`R9)P9QlvrZwu*KOq_z}mK^8j(7f=cILQnF zrna!!-rh9$hy{`R4HAzp2?T%YKm*WoHM%CDup*&*i+&2hftY1K~W;ePp#VZm1 zK9GtQ{b9*E37-##7lrPKs_i8UQ47vy(jUAy?pCspH@eM8l;E?cxRs{geXU3o^~2heof1*PP%A8YeYt` z&0ojCuDy?S~qN|(QoKNrxsfXe1awWk=fVh)%J*#uja0pd+hOc-v3tI;pJ$^ZGf~M z_$(rn@K6RPuwd=MhOwV4ep8BD-UL3&XK%hfc0WE6Xzlubh%`YBWUylxZ{K6ibV@h) zEoyq#wtaJ_r~IVJL4s-hlgtFGH|6-hd8mDXKvqd_{?hNr9xEr{fiMwD1O!|h4 zlz*WxcU(w1EpYM9!nb#GpXRf_t`^rc`Y5|~D8WLuI6d?^DrjN-K9P2)&n?WI@nR{D zWH2EhjJJ>lEwGQKdyp<%T3$fp@)_n$9%N|Kj!ykzp~QYn z`a}OiAU?5i1-&vwdDRqSP@;ZI+hdgBvthL&`)m!y4l$4+e}Z;gE`U|8RC~=AJSW#+5^@JKP&pu zfGIKW%=6DO#-8QI59-t3osb}V-Hq$GiUn)A%{`a&oGRd+Af3umu^A#@{&)V{Rn%aI zoo^$fO5AF_rOc>YKMS<`4y}z&?L=RNKXdyMjE&lV$Q6k&nbM70sk5k3jS-4c? z53$tyetA(mACF+M)MRLaF6_Wxm@~sz13DKnJPFI6!*5NXNPGabrExLzX)~E#O8J`x*W1 zBF^+j(#+z+{BL9x`@Be`HXWCe7FH$ZO3aq&6uch9w9aF88=oyXX4<4JG%%kn$(^Ms z$z8_x+vJ#>k!X5se(0OL^&!EGqf*;TWN3+$bik;jBRg|Hsj=9}$rR4fZzIvU^mb^k z8*y*&BSY-9EP{o*WVvcAKgJ)K*6DT#{Tv!Gxx~ggzGEKZ0H_5n-;@H*-S?3Rd8=6e z@w&tgfoBeauUpjzW#Vm5CAN&~+xui=F9S-+ypd7v_;7~YUS5R3b&wq6`#O8G_eo(u zsJWei{1vrqlZa(Ex z_mwVJ#B-g(T^U!)ihG^1hh^d;ryg9m?trPQS$e%E6Yek2oJ*$8cV*IYr`TZZj*fSU z(x5jH@CKW?UVk+pPb@gMGcsI)>dF5N$j|e zBadK0hxRU7k2*=Um3a^7V%Q%hKgouxD-0`aI22phU5!l;(I;%dX2+q;q^jw@a+}AH zW=~}%CCOf%c~xs?h5!NUhOOCHtF<)=PpuBPOJ>Gk6%-px3;A|oX1UH$ko z7}uy5@pU++UJ2-1A?)xmL-F)amajj=x+Wj*_|PoQZ)v-qt8sEXEIm3ilVgLN(%B(T zJ@`FkiiBNN)9M(BO+$KwF{VchYR2oce>MCf6vy#gbs4m(wa-!FFQ-P{4-~h&rM{mj zyG-iFq1o4T9HvFU6rXSleMn-ldwnnTN>YGx6UC zFhWUO#K0M>6C9N^m1?xzZ_>Up`Kgk(yQga%^DPLJWtX8rwZuOP9^S#0GzAx((L_;}Gda4{DQMiN#n zqrlW~X zy`hYY2jg+E7H7!j;%@Oc_p8p^|-PI>A?OzJBG@sdu5Bt=A5xq986k)o`n%wChbz{LyJ3{3-he>_-Q$AZxo~#d$2c&gsn?OEnVL$u8W0Uvj^R`|*$BRw7T_}?hk zILnyVy}Z7)Ha0f40OHD=+}xr-2-@x2TbXnO70H%5^z|0pYLLv<_3iU&`M<7#thz+hEO8rq{w;>0kOH{Y9E# z#vWw`^W`{IX$TpSPT08-2LC&UTsorqXc~QUf@e)K>FbKKkTj!_OdZ~iypp0yzITwM zW$6!(HS5CU8xWEDE=EMseQgfID`V}vb`%$}wYCre|I1eB=o=M?9)7y(q3_tg){7kW zYjdh?f1b@WaP`)oV;X~jyIUsfJ~WR*;4$AbScUT3-?MVc*FDLEgMooYJ(%kvuQ*$B zd~{P|=X!!y30gjB{DJ00m744{8k2Sxle z6!ToRrgtoH5FV{)7?!TW6%5Pyf8xcZn5E{NU8{aEb?=F~nK7+4j$Cq)`f)Ve)nK4A z0jC@bhj8qf*}22l2Hp0Slm&mkhPPEx4z}Ni_lv0ajF~22q#I}bPWSgJ+_oF}tbey} zu&yOMYJ%bVke>daT-5y|BY5t0jy99&i92DpI(DSDEcNVp(fy?|ABM0*Pd{8jGMShU z{+{g1f>=0FiKL#^T>%}{9c5yCKiQ>y@n32kc zVWk(Co>0ib?v~*l@wH=qNA%i4KN1N)4G>OuSU8G<&La&-G~2}k23VMF1#9}&fi>uv$-bOJl;J7FS@3Ac)t`E%bHdF z(=!bI`!{eG2?N1(7?4w&K$=BNdAYZ<5yJVTyIls_$?B?&{% zo;EPgsYzT$p7pt1eAR{I;;|qj-9N8Z`cE28E-tP6`w}MCE`cC8>7Tku!T){nFfW|` z9s2#7b-<5;f&$2rx*GrW!T;;eUg4iVf6jX=T>(=KFwVGF)R{v^x2*8#YltcdekyGI zX%!l~2T$C4wHE-iEiBaWO`G?69!t5*{_@iz`H|1}Q=`j9LM`_$|F1_@y}L@K zaOf1CC_eb&cDb`f+w zS?eXl%1`kByh5F$p65_vw4fS9M2js4EQkX{&H#fJs$pTL^f>&Rt_#e6%kVxlByU(` z=|K71STc$T0$?@r0R~qUz1&kXaW&?`BILrE=6hAu0szP^d`)^*LbdWQaxNP7lao)_OuVJXiz8}w28x>&cSx84h}p&k3Bs)J#BHVPEONP`{xy0&J#=q z>qT3F)JqVq2|TP>h5vi(p*I+Ud?ghWI??HUPc+=z#N)L1{?GsapLd2j6Y7t+)BLv8 zw1a6WaI}NO!3w{_CsKF8jmN{o&qxL~={3Q*xmP$8+(Flfi2`J`hJa*v6EidW-Rau9 zMJ9N`i;H&3$D_uI$5)=qu>)kqG;Cn41^C<)7Lq=xWW87P?%2x?L67%u2VgY3y1Kd} z<9MRjLgUHhe-EDKP@C?FfPjG8d@BF^OH(0UM*?RHurkU`{?KUy9+v6*WWyov%Id62 zzq4&v2kgk=HKrml4pKG$9ibP0Go}J=1;Cvp;QOPiJcR0MYVH#}yksGf5*u5~IgbfK zr`x@=ZgCSr0O4Jr75e)zJw4qcR-2z8WMrdt?5mjvdfygM& zf`_g#S0hS7N-7k{B^Tt8XVgIdrSj`|`~lFC!6+yxjqcu+II}^Wt*@`EJ$oi{VR{Nc zPms-dF|vGDQq1V6NI*u9aI& zg3b=MKpbe^a~()wST?yMKaP^^gDQ&9`Bk=`$hC^KXS9n8$OdlWl_ylE0Sn)1NBn^e zZAg($Vo(4qPE!k{n)sgAqaM&ss(tAUtD2@#A^^FNEX9`SUqRtvwkJ#1F4^}H_FSwm zHh+xSuOzKC4ULh`l_wrc3&%ulRvqq7dePd>g!SA+T{ZCPw|t`B^-DdDNWI)g;bx%+ zJdW2oq?tk*lZ|I$DF9-W16x$XHMTo$y%SO&auMObN8Y?ZCMuv6u5KHL)*fbIq?R6w%e3%9YDrVq>%5YG|$!?<;KN+ca`+kI=txX?2NQMSS!bSUDO4>w8z)D4o$<+KxH)D(Rn^~oj zN+(<4!Iq(&@Y+_Q6ocr6AVW(~F;q>SFAFMTo4JZ>+$8aGs#`+tN*LoJI`+jsjHf@o zE`PHq$-YtbjU;r9Idv(i%(WxCOf`5>k$9ixY<}JI<1tl{Ag!G&@tiwef`L%u5=dVR z&CAzihh*IW82hvj-?BGy_o!TBBFL|a= zY3%04EpqDGtCbs>U5P;6LQNZT67dt$&d>sEm_THE>;b?>^yJLGV(ZCkJ4* z_Fm+>zrREf!b6BHikeNQ4Tw^)#}*A2*<6>lEq5bh3!?z--s~%LoCC-^g>0aNBdong zQ7>B`?+%h}fd<(8m)#Z9*-9$V#XkYh5dDdlewuj4`;PI&vIfYaIKWB3mx;E1hbCN0 z9duz^(Aq{!Unct7?B{&RZb0WjER-);w%H^9s7madOTUNClyRafaEp0sEBHOu^#Lj6 z19@7TfjJj#6o<&Kuty3%&xZ$~hH_%WS-ZxYtF>Fb0vTU;x*5T^)qR$=N=Yo7{XD|z z`Tzywe}jW{%kWMbD{TWU0jR{bQTBrz^b-Dp{iRnYWQXfv z1RJR|-AMg9v!y%YuV@}{J%&l??74W->{%*c7wVYEp51ixed*Vw%JQ`> zT8{%*WfRPyftL+>gy8_&aaA^Gn=HOy2_94K|5r*GJELv%=phwXVu$ndVk;ApdI4BI zD6Q-8XyF?{%D6sG;WDwvIriZE5m`P|nfrTU^$Id&E@H52ZL(R#t?B(0Upg*i1M<=A zn{KO^02j_%3|F=}`+L!+u*w!>e4Xh{;YHJDQcO-p4LRQJXplB@vA?+&L4*@shTnkv zMdBiqsE(-fVc_vb?OVIGEy4fpv)~k^W8l_k*HNgzne9XdJD^;vu!+R%4b0DWOla^X zH_mQ^&TToCRiOh#XHDWepc7kVOmF>Q`r*(Xi_RZ-^v1wnSRKB4#hVeU9{DduwKd8u zXrcIny{O*{b0?zvZjP5XX$=Dd%-T_gC1y*r1J4_oai@;o7$7d+r;Kao)^YIZMQ$IQ z3JN3EIVRO#+uwYAn1|W&Y}z9)0KikM{QU)#n@U_1qE_42W@i1bU%jC^t}b=X^f$;zSHYfvOe=hqrw(_$;wU(&G@XanD_I+nWkZwO=vJ0jY%T zynIY-ipqquy$48Jn8}&$`gKcmB-VKqt`2579wzd}eDw4otOHNfLGW&%YG4a44(&6y zl(uE~AcK=M2+jicUs3t|Jtpn|S%DSzJD~bI(0+z!vDk<0l)q2odGBx!GHx;X99B1x zbpvxqVskYb<;Jg%OUoI)Hov){u^>u$>n&(B$^41Qg6!E_{keoy52wscOu~nUhn?d$ zG&D5s3NvNa7Zo+S(Pm{2ufc686+fi&R5t}I`SMZYC1>ezQ;~QauIgLWy`%>5>8(}I zCM0CuDP56C(*w4(>L6-jwJ#$oFE7t`Y0~?`zoiL@+d?K#?t{){5VRAF10l)tl|WHl zFhD^P=DYDR_3ncQJ?L|B_}Lv3Q&WQ(X1SklKJgVx-Lx)a*FG7apR9AV*>mTQku4!0 z`Fgo@7XRo5$y*i~yW$!jdbw?@Xg`rB0>5@S4;GejmK?9DN&3vD-o{8iivZC0;LK#$ zAd#ewk+OMrA6{Zq_7nDI+f}?$@zI;P?{W*PQjI#(bmIUHzy5UhX5)>w{5MDKu>F@N zF`ZA_KaqnA9yO~N5865aZbO*FS?KDsaP2qG?%D*-n7D*HHWF&fdsPIB&*$efQz@zE zf2|;0Ah&xXzMNnF4R7Ht%R~Ji1^*ULFlQrpe*WKIK?v^+R5@Gq)ovWl{szNC! zwJ?0^x(8J0B)uQCUf)vpuAXGbF!D7zi~z?`_&X9L-^#GwTNN4nGfp{>lelmkC@kYS zIkj^;nIg@SBus$YwS&iA5?HsXxpiq6dqWY*Vmo4!nVu`jlsWGPjNR9-7ufG0ClU9xeWP(d2xt9Q$TLpGUEQJc%%+*`rF#csljNz0K+AKB;W4iPSd5R zw;%-lX=hAN3{LrORQ_J}ZF^V^Z5~||>TeoWI23N7@18GGlFJoa{hhGu;b_qIYU3dK^uwpHD1QerW z;G`DTXGcIG)7A;IuOJV@avl9XPd+Sb4W@_Vsa#J(xt%W}Kr32_qYJe7l)k`7rN$BV zfVI$KDc;T4bnj`n5XdZ~S+oA>CHayU3k*gi9Q!jr+fMB@MI$rym6-9>0N{;Ued;n@ z#YQ>NPi!rLYYe4_$Tk6jIpp)qeP#6c>KGzYT}5tN50`d>Ex>&_D_P;}5huyt$WMB3 z14mpcHTJ4m&rpUgoXrHpEr2^|k$elTBC~qWtTW+z<2hI@$JKupd8?=43WnjO zPaX`%OS0vYu+=l17_7b9Fif+gu+OEzCgc{JOJ_qnKeHg>u$!1uI3!O(%E&$uuf+#4 zNYhMhg&znFSIc=X?%yc9w`o}QDB{J9_g>x5w*}<>S)k~&1UGoBTHnUsrz0a~MU@qQ z0bcJV&43!B@ul;QFQ@Q(`u}hNu&WVIIA#LaWJ$Lc*lGAt)&~_qYq~D8^%NjKmk*K# zkR}g4u#ULmq%Z;XUA2)Q*HSa-|CuH z*AmCI2E0IAgQWl9?nq&s#UvYVY#V-oSsc2#QRg$WXgJ@Olv9za!t{`QN`^=Bavl^g z0MO_55<-Vp-6sa^cvTuCJ*1eQ4jusLj$M0JH6nR$%&y!`fgD;k|2ybe3|F`W5~+t2t?=_#ZVZx3w~fPp~) z?n;>MSDV*xP6f*8Eey{yx1Ht4f3^s)q8zA?ox$!w45FGYM{m!7~ExvdFE8x?A-`3_P#V z7cdUgnsq;31eeM@4FtLTn*P?n+>2_P!lSS51% zEhi2AQTRj)gryQ0eTu(zkShU@%*O%PQLUX9MsA?BCO{JmHJXB=ZV8V&NEdU;^|g5Y>jhdVb-HQ*a|5 zcR`@0RKnv)(rK4n7Ga|J1!&sk=Azq3qJ&s`Gcz;O_Nz=(3yUa{(I9tn`K@$|J-rc& zD!Myu?%qEo7|8PMj3iB6AB1mKRazj9rf2N5XF5{vo-R0m258Q(2#6A0_))vSX;&R4 zX(*=Epvaw#FMiG$)|nieEBjS)dQTIXHFMP@@CtW3uL{_aZF7pfKD=dKV=MOF?cwW~ zh;0KAiYPv(UxP8}rvppfT^VEv;Wnbfp?SXL)ph23RDJSAJQJPs+c60@8;l~9HMue$ zx)Pc1_P+m80K5`e-2L(jQ7p3NLDrYv&zVub!oMLoe@fzx>%5=&3L>y9^;Y9$v>*E9 zXMWab_pV<&(^Rb5YNs^~K$#1jvS=0jb;|E=bTrqW``EO0?0#1RD%Pr-(Lo(_kuzMv z-#wkYb&rluqy;tfz~zv*yfM#t()4=;G{-~1u4*qw+`0089?wS`;bA_8=*FQTQm#wa z#crw7D=1kx?~B8_kqP9O2l9?nXN6Txk{oLYBFkh7fP$ti%!M4*cpi{6H%VMeO|d;2 zCpNDMat&o|x|~(*f7feXxu5eVg?JC6Ou-lBWw1-xW^d1V#saKn&a?#1cQoR<=<+>; zE;pKg)@bAoul!1@9!>X&_ueP%+B>AFZ!?6bFw&RU z=|Duoy7x^UhDMWOjYj6+`o1pH!A29iU^SiG!m$u{;kVK#!_uTHb2+z=ul8wH5kx1Y zs&Qzo9P!R5{=^5E5lb1smAmqO_5pQ?-&463$*n#KF~qNgN^Yy>zVplbXyp$v-eklr z`SwyX=Z8|8sy{;k8f4-x!1P7==(yJf!}yw5f_aO6KfZCcKN}9Ha75~={!?0KW}k@@ zNhkkgIfI9~R*S~bXHFOz1=Xj!_sPd5q-Z;Ajx6)xD~llnC?3rW=30M;F}q{+?1u?j zZ#iAJ)JgHn$55)fjj4&!=T*4j;viHV8c7y0WeTE&w; z$a;1k;MK;=-0sIF+{{$*#dlP#Av3GKA#yI=k9;0$ekjgCk)K;i?nnzt|B-4s@~Fx@ zn4=8T^BzZ~eW=p#Ch<#EWyL{==7*{pnd?};RV-zVcQHQx9Dr(7$`wk0bG-i{!Bbe= zW}gdMJgpsBah^;w^4ZEXX63Xn6?!qdd9&}YB<@UV6fwPoxXT+}WKN58BTArQ4rj1E zS}wGOo%>IVP87HR+2+A=zNN@}==p=!ZR~5(t8lSYN+E;H;E8}6)}~*_CTl$Gr{vv1 zO!XFCFmR%hdUk$zPY*sWt9@4ei9w|Lx?Tpn0wdlJOTfiem?y5BiZ^yYj|FsFsYMVU z);1jQ6`V#}`MYl-T8U_F_YGgdr!<+`OA&GxlTNvMj4luP~>p(+igZm0UzSv8(WwRlXnvVuOQ=kljez@aHrNAiWCjXFq{;Myw2U@|of^KEe-%{LPxy<82EuM@YH{1~_UD|GntzNPw0Wj3M>xSlxHkhD? z9H^AEmq7BKdF^wLc8u{Rlle<)+4nQmHkN0pCFdHYt+2UrZsvrCOD0gyBg|4i(uJoV z8OA&mR8M*DBj^|Iq#Y)9tTmbBaUWY}Zk&nx<)My|GKa`*;NHIos!}0sNWhGaCc>j? z^>TmQc^2N2IC$6MTnrd*6AgmxFoSbxQcSAV0ylfjjO+FslAA4_gcblI1(>B_i1)tk z!n!BlJoPjR7n^HN%azDn*4FL$SH~L0m2L2qwjFZH|&aG)sWvz6aVJuMbSsIE~%`Jma znM>RO#~gj@uCa00j~{>7GXb0Ry|}gNPT^3;zpyXcDfW#Gszf>H0ydh%?)u>Ulfm`( zWJmbw)sR0s?V#6<>JmcaeEKAKg%vYa78C(C%g&r8Q7s{}vyaw~{aNCdh(Go{X)!ib zA;$9s+Uq3Z+m>Iy8K=sY>>!4d?8yU{wR6vW? z+COlFH~qZ%j+~$Z&-(1|fc<#h5uv^?Q*&D^^U%;xNUTt4?$%F2J0umx{fXHb(}0Lt z$8qWRQs)dZ`)HcE^Oe-auDbyNH%cGYMK(3vTwYnp&C4V3S}jn;Hp*{zz+SD$D%8!e zB57k5bKMhIpHKW$eAV&H=Xy*2z;na1AigBB3;8$@SQ3TZ6i(3oa;A-Y`EuUnSlCPBv z$?S?+fmg-}WUoTF1@c}?^S7SY1OM(+FL*0~&OX3bxB|8%g;TnH88C&=U*=Jcnnq{6 zn6(E(LxX+M@K5(ta3^Dq3bJ9K(ZYfv%^mirdxX zox|>7oWXmdp8NM|0!XETNItKZ;Q8*NzD|mujh*4zK+6WX`^Ls0T zN$za*MIp17Onj+{HQbMDY(ORF=;NeOe8KemeDw3RC!J4VkjgpyQWcB+@h-d9Vc+-y&4al#A=dR*&|H=@c@DE zJ6(Y;VcHxHfK^XJz&64pPx$6x|Q zts6LiD-f_M4EwVa2_j5~oLYxJ-k~QS0$p=+d3$|5AegVCHg z3l)faz5KF{GxshTm~{X!MVi>50pewW$E}(X6F_W1o)k%idE8xz@Hy-S=DM*sxVtuyg$jNL`V zl3j&D$pGWw?sPx?hvFec(c~`BP|Khb5&Y9R=;#GNttZP!Fl}bu@S#a~M2g21b0@ak zd*j~gThTw`!A7dqGeXjoKNhaHzO&N?aB2{ZO9f8n;=Y)d^8`_rmh|D4KSp3il<2ES~AGEFbC zyIc2NN{Zz9wo;au2&PAH^1w|haQ|<pz#4mX zcI;i|x>G4c@w_D~tYS?gUvMW%Fksee+g?i_+0g6s(_<5f)AS$jGuN}M z%k#Y)&TysFsxA(|#$*xA?-Xg5d{S;=FAOvkJeSELBO}2kNy71jL$t_}v{3Wng%8~rS!1n#w)2Hs6 zqgSb@se%40@8?gpKR=$|S%fR?Ct9D;_Tzdgp*_aW<`T0|+)8YPV&0Hbxi8ADUGZ%U zyi0jBmRVe|wc<@wWP@6dv$TO6SY|ijzhmGd@sF`!=P>jukrJA+oVsfkKqGT05~P7x zSXij{GiLC0d2*$H8v3)V_pHQG9qiBcS7F;3a#%$WkL)w+CsaCc?62~2doqL`P8V>x z8_^+86{3a*LI+g>PSgbLVf`EJ$j6F_^(}2_@ZZ61lZnvb%7nT6FDZX&0*Y}8#;G!| zEqIp}cE;*SaF#t*#ZZhSF>hYqQ~l)oIpV%%W=Dbh58@g9deC{nZxn(5WtVyAvh)s0 z>8;E=z9x?-eH?^8#s1U6Ezxo9A;BX5EoYYreBAOXOR0!0t( zk@@{ECYc?#-Z0VqtMB6Js9Ppt7Rr_}82i1%`u1x*;Gc-ENWX){P zo+k#PgA!9fL+8F*$VTVPDzB+to9wkgh#6iZAOHb~VA>{p(hIn@3EA&ECjxYtN9ZR(V+XyThKiuYM>Tjl^9LbIO$aJFKka8Uq3}NI=TLZvb z8L4IsLFhwCNeN0;-n4gMV4!2$uafQ{>RThM>0v8UqFbbA5#ppGL7n_@v$wI~!A&nL z*ajXAX#@2i$a6vMO>TJSH8gM~Dj(=rQd=04dxa=EE?S>$OF11~14HB2VgC*HS}X8Y z@ZY|Fy#mOJZC;Q79DwP{t*xz=G-=0j#{n)dLw6PoXMT9bgjRe9T`C_>kbV(kd<`sK zGM1O{lp3^BQY-6nt3amG@$nG#35CNb`!iS9c0k2%Ts!P2frEgaP|K2bK(y&lvETL= zyBvGva_rFDT%xpNzYS3HztNezl-l9%V;M%$WFxU_ap?QYqhj%BV+1fkeRTK4Mt(Jd z^Z4|M1T4K$5iY~Bn`qQhT!ngxsXg$oBu6EZb8>QiE-4|_A3?pS$j>JPgXeVGi?(ne z`9*;*JNT415+h|LW`+sys+;k}9#5dE%3e{Yq@_ zyDXu;jqdMS)WjqpohBa5Cd&#K_B5PIM2Q`Y)&tJrcg?J$w7Flsdr_>DSys!KN=Zp+ z4wZs!!S6~(Kt*Tt%yx)~{q2Vzf;a28#tAkA2_sX-shbQ3MdtmLKs zutUS@7OuT!pCo^S%c6=yFFENg9@2xk!pw{`_im@JIpW@@?gU6N7pE$>7Trf*HjyEf zAc+!Bi}J@|{Pxcs~^mi&b}kQ+pWLBy982R@3V0yv(>wDGB{tCq2`@ib{nU(#bm zL#ho|%O`F z#3?m^O;+LY>|{GkPSMaHI6sQpZ}z4&VPTBqMv1?7g=#4w8^jl${-g5DA4N*&{pKAuCzQ zO2)Azwe!gki^8R7T4)-1<3qy z=Y3GhybdUUt5l-;dZ!<907(V{JK&CR(vk8~(+=Og^;*bFs*{GcbezRNzuRtmuxRQz zHDS{7`SI4*Y1iwwgTt()WR`cuCv*oxK#0-iRzFWa-vKt!&~U-zfz=Nle}jt( z6iLfZqr#1+f#xLCxGAMZOzg-+5l#TGYXg_qO%J)GcibEtKeflk#(36!Gm5}sB=4Tt z06F3%a?SL1ac2C{7S+rF2ABY67zpTOz!U zpQyeEE67Yo$bbHD*TQ1vyRd)HY8P<0xe0t2?Y_x6J2)H&x82j!^Z+swA&9rlR+n-; zckV>a{Vg#nrkVIh%dgLK{B(13(=;H5Ro+eFjZb!Vc8m*ha_g?1-avB9PHz%FbMxyW zS>XGV0SjX9KL`$1aD4G$Pk{lWU{~q){jLknKXY^Qe`$Vaz&=V>JOoZZ9NocA{IZzD zq{7m+OuJy&_W1NPzphShaV;Pq;5+b!+h_G<<46pbFD=a04ZTtD`?ywTWlBQ)n5|n> z<%b>(XSXa|9)X;hQjUiE@bbR@rn97sUXQ$*XRn{Li;JW}ny;M`P}a>CtC@BMy5XJ^ zFx1bV#NZ51m1!{;!=EZV2Tr!rFBK*D44f_mv5Rd{( ztCMjk(N(5M4ScevM^A51Tw6BZ_E6aCf#D>#cI~B}E5bkCf`&P$mVOSfwrAEbN{kRhMYH`V79qZR8$V;2!P;aadEK>-h(g}y_^dmBLlwG=Swcl zJlaSL9um0a_E*Fvl6yKw!OW^b>Eh?N|K6~lX-eN_1|d8#SPye-sog`5>{ErrbI>YD z8;4V-RksQ{H(s@`9TsL2tZ*6riE^o)W;CZP=V>qh0L+2MV+6U$|V#xtr*@{#Ww-PO3%{uOjb?KW+vMd|mNn zJ=_dEX-Z?g-?b&YL9~|sO<`hYrtiCE*MxS_uD{)&7ytX`w7MXMlVH-2VAB0PmGeTk zh`)%d9#{m9@3ho3R~6R6FV~E2u1bBy4TObB&I$WqraYx;&8@(1Ay33odn$i^e{;N9 z6Q~-hPK~tNuAQ`EHR0Gl^G5@c^9CDnR6B@{mnxe9t%=?+fJe#C`%B}hry>u*o~&#+ z-~8^-08BY_AP(W<35biwS#RB!xaAp8_TB29SC2T2U0P^m@SA3;(Ji|X&6TL7hohid~JuEr$zOC)zlYM16IywoQrC916 z0XnHD^3rjg>nVzOba(SUe-_x-O8V0cdb_`hZKk?fe4(i7F+}=$Z*cGHBjp$k`nEUf;t&8?7c~co|F{bN8 z#`AZ+s0*Y{$^S`{buk{9)a9cUL=Sq*5#yPce@qEa(Y*%#5WHdcu^L}eZ0Q~9uN}b8 zG;$vN_3M{5LedOur8l>xS-QNlk)sn0u7He|K9`?n8Z~VePM^q$suB|v)V_6(LDanS zT>0zqw0(Go#b@A#wdi=Q1H7Ax$U19WPzm3G#5!&9P5=$|V`LSQgH7^e{ zEa6GAB?4nHjk>FrmX^wTs!Rtvjtlu?9teay5OCNI)hgVO4%N(8 zv$C2?ent=I@8Cv~VCt76lLrR}4-5^}i6RNzjQ#(I1qce_;C=uw{dVAOjNm%FwR4TjI*^%C`G_iLeKqKC4V7P6Nr@MaK*U{6wh#~%ZC>UJejw7hr1yA% zOv;7h({q+pDOxc^%e%!Z?&fes5RdtOl3l;4DZv!1#YIS|q=kv9nUB^LeXk3=f-eKU zN*Z>Y2YP4UJ(gGq{jUJ;JZX$h+gO1#yj=l~5jrv!?M&=9;2fe~=SW#oE9&nK`7#l=LNhjos?P#;|wxXcZ$YyL7OzrG0h^YTG$g zd!>dYd+6mj0=$fhnvOLR)w~2JjGu!u^T7(uAjXLG(dBiv=k@D9h}hr#*;u@I>d{E^ z78j)>P)kaIF;eHDzvJ=?g=St-q6SE^NMX7>*ZvtDsc`w%M`<8U+|5PsCiBl{5k&TP ztBqHmD=PFAnt{V=Gg_p#5B&pm6r@*>G_)ebeBJWQ#90%Y&_{fA8dVF}xo#LY=mL0s zs+PtdoF@LxSL5UGTfq#Ype3DucQb;eXror?JeCj>pF(TfuSfmTt={)lG8OIz@FFMO z(-vlZ>)iK`IR7$1o)PeBGMkdG9;*mT?qwz@d420;eq)zh{_oLU^4yalUb;u-4P8j^ zP$y$15pSArg5fC+&6?yt!foTt0Akc&9;S5H%J`_bHj5i_G|Lko`HKh90qG8fLjxgH z$KTOOBdhEIqWil~fOG%>q;nn20LeNoHWgZ}fQ|b}(0Ps{9O)i;jv=0EekOO;Do9_u zZC=Vi)4;=jeHvZ z_KQtlzfyfsB6nr0h&kim7v@+X18~;j_D1x)hNDzEO@`zp@&E8)8#?Q;uyNkWa`e~1 zrJE34)-r;0Ny%1!4`u4A@n`Wq@zs2jZ{ikp*M%N0T?mPZInDx^3HPiK>Cx~HnNOq#VIZq|zk#_nT&#VU+-CUG-Jy+FG4{X4EI~KWSBGAj*`}djV)B3c z23)}t1&ef0@^4oV|F6K`$c)L`4JpScQeVA#bzfG9jx@h?I&6-DpNpCWWQ}aRgFk8U zv;#lC=P!Jx{s-qu^kwO$TTjnrqD8qXiSJ(ag{7h?|AA9Qk+h6|KD9d~%4g!TxRSs1i_5Auj?6H-|%PKE5!5}0g^uXMl6zHU|H@&3W0WF2E z=B^T`jrn^}$g*eMk)YD`4FF1VLtC`=k*XXKZ(o5nv1I;Vk!UahSK$ItL^Jvf)7QTh zt-}Rp7pLn>O3D1&1U>p82cD zxz7P&S^gJtGz)`rwUxqEy=xwg1ovtUoywoIaInEjBEJX{V>vIgm-l_As+|n{%knX$ z_Xe&VlVE70yDl3(myycub4|W?o+rcW_x9Q2sz1PWUB*C3vwTu9@9~BiyF)ctOE1Ys zuFMmgSNgQeGif#C7_1^M`-T;;w~U_s7zvA;yG;ZXC4>X&{SH?{Om_~^k`9MzbdEkY zePB>5jh(juQ*gvbb#-mEd)+A6q}~t^jA$cRNy8raplS4*d>8`VZ9M0-#Cm|=-oJ;9 zQPmNAV5Jl&tp&K(EmORsE9}ZB_z3xjij02$fY-IQIL2K9-4ci=HSr zNQ4IlEp#f#!EqQuO7BiaLRkT|!|{`TWn0kMZG_{EgAe56`dZl%W`I9kkX4cOII_r# zjrlMRbb;;suJxFnebzV}New>&eL-}fbynN!W>L}ZKL%D6|3jwY^Y=575t)n@3R?#D zRqq~S-h!c5OaaX0#$+j$p@6YSkWl`&2H2ny+El<i_wu}C;MeC{ zPSTa?y`R;erMsT4z{3B{wa38Tj8MRct~MS|OJw$n+f=I6&{QMqvm?XZIHHVoO%or{ z*ig@awe=e$g= zzRhbXA5ZsF)KbS;;E|L< zpKAorAG5-xnC3}-US!W!^>}j?`tUffC68sC|FmG=-PQFv0Owf1;2zLe3Hnoq_u6mG zHlGu|U{o}k&3n$GUr(-6nGSX z7~N5Pn%}a|QDhVYq1xXyYjejx=TYnv>E7jj}$i&_xMlY4JSsz1B?~&AX;iZqmLa z!KuKeZsW>jFcKP6-A+;x6YR7nc+Y{9bWlpsZdjoSYt^~jkVz|g*KvK|Hlb3I;D`7E z!a-%t^*=&sS+~QTV+^6dmY+AenwTC=2`Pp=)|hn^`q;DtBC5^ z4?orE=GyijV=~G6zbzrE?b6{mI%w=Ry|cki*KoJ_BevN@6V_K&&F|S;_Myd>KI~k1 zcjI3Qj=kiL`o#u@0qq_68QDv>ZPevg5H+a(nuF-$;W>d2DXzrEn}s@yqI%i7kW8w9E~jn(I&PXOR>SYmfQxhC)r^|w z9(;mJI(T$Z23o5SYD)-Xx$*q-yRPTvUe-6GyI)?IQ~sXYP@fDxHA0m?(6JS-;-WDR zDxUArhqKh~#XVg|o%3S-xJqE|^DVJpSO|b7){oC?lsD&gZeCZq5r%Z9A-jpsQ=qLV zR;`{F-zLBAv1_S zJXB=)?>=Sd{3Pl7MtQ3TNh7T8Ws43sIY1F-KYT9;#CRHh?PzsA_q_-xS(7t8R`6fN z18d4}3l%zqUx9o}R<4)*eg2#S21S(*SsbVB>D#~7cG2b`%qnDvCtTP#{kDK0s-qDO zmbL|by~ht7i?6Vh)4Z!HzAaV{c>xIra7)R72&E%|^ft!2kRbUHDJmBpic4;PXm^)~ z&i3+(YBcpSa6Ez}S#F9vG{Gs5^lx&B-{fiO*KJ2&*s%`{2dJG^bs{LnSUJX#{2F#6 zBqW(96Eegkbv(4|Q1{>zhwyCPdh>3g#+UZeo!5Q&R>E(_ek#1RQJ;GHJecEww}*x=wW!nqT*GFFDZB7Q>GO-=0RV9eNuY+!2euErBJwRvg zTv{Zp#1QpQ>Yev;mq(gq6c;n#RrD5A8Nm7~Yp2)!&&LSJ`{Ge$vCWI^aryU`PL%^g`GgiKy^Jd>&xOG?Ku4VVi zBhPsbTB+^1mTUZ0750DcITouw3n->#oOA77XvKR*Lav>q9yt)pEj}J3A!;X?(4^Z6 z5~-kwQR-F}tNCgDd_l}SL-FO-`-=!M&0A~MiMJB@zaOn$JbUrHOa0Z&+$&d0)UgTq z3MU6@+ps#}9V!rkefK-$yQ$(I0WyT|+k$8^S+VlU&tCldwFkHGII3l1ZZw)W8tYv-ExDg!s}Dzx=EJ z3lbdj98*Cu9kY1hGaBu52uH1uQ92VkdODL#0(7SgY- z%B3gQ2YTcgXX@Pz`l>%m+p1 z!^6X&tz+~GKPI<(cL`b+>_9!xEBWd?qCop@WRq^a>7965IDXM z0cVH%x5xu!C>oiEl|qegt6ALxPw)B8{)wL6m-w7^{aXalU&Z?`3-VZctW*f|Wl!}6 zTdH0*;SAs z0EWC+)jm|Y^~*&s`bPPp2Tjh-X8qXH&mUd@<%-J&d3A;0L1CYvk=e+`$v1|w>8=>zWH4X{ zqHRUCkNxcEW$`n*XC6Ci?x4LqpCWAHadz7WH z7Mz=wSpS;I81(v6OCHfRgB=3Bp=T~G_curYiY?j(K#kF5z&T|IqU zH@lnF++^@bp0@RYjlJNVMbJk*^=s?{X6J>MmSO2#m&lZ2`Q;Uz}*1bQNzW{ z$sFt6fb-Z+>F~p{(?Z|J=MUGc(=hW#M>7AV-VEH~wrPnaTb85G_|-{X#LoD5DM6Z* zZ6C|&(ao@Pp(9Of#u@T&TF>q=w}etC&^?RsLD{BrS)xsdCHCVI?>~Ixc8@D3s2EkB zhZXlfL>v%F`iPnXzphrbvR!-ot=frV%@DYMO7q=kfqgs*Jp(yj=tk9I-3~s%O@WG<_zv9G< zv=+-exTuR4nfHnnK1qJI^=6Tfr*B99R1n4`(8Y%5xQWDb4r$!r;k>g`aRX{|wlM)p#zv1Fb;a|46h(?=nOBT(&vnJ=-P1Wtemw~A zl;32buz`lNOYnbs!CW?1(oz>lBB$yy*$kRq;EdL>q}m-Z3mQ; zJ+{RmzTs1^Vk(vQV+Fj7Zqp2^0Wr^NP~TC|0kxZ_dz5j-om@t$T_PIQ*IcGG#PX@e zOKpU|amdjA66kbdY|zChdU#T9vX+jLrd>ffOoTc9!&r!Vrk^>5Xcnv6$ixpKN%;$; zXmYN=xDFGPFnu|#JB_fAk43L*WPJ+hJH8FNybG?iFlik20DIXl2HRne#GVLAIl6ya z>_etpBW2nN$uk>$oUnp$7l==V6Gc;mqi(b&RLf5NKxJ3|Op~Tg;ti6WCjad6Szk_f zN9YOT&d|JavJOS1NM~c+caFzD7uZ-(jgv0q&Zakr`t=D%@uyt%<{B`F{IRH?{)9O= zUC60>`w(d(jUvW2>Scy<+L#+$OK-z6T%V z#okis_ys*iOvV1F9-o5OIEO-+>RSeGm%$d%&6t&Ac!d?v zFP7Zl5(yQWg>slIk!+dR=oi9@!YTY_-saxS1h|giHm{>b@J2X2X%BKdJd0_qVCs6U zap-=+evRg~tG2Nt_PN0(s+(o*TzZ_?i?f-!+d;m4UB=E)C`KF74aB9GtM)82Z5XS6~#WZYiVD2!V zOZRb-IYRa4cqu@XqkJrCNS6s$r9Fr7G8TL8DR(~lJVdin-G(O<=YT@GUQPb?g=S3N zQ!(ObF`Rv=?ftdOIp2VWy8>z9O^UtBt!<#?Ht6<5ZAIDn9eWv2_DRt*r`rfuIV`fv zV>e#S7)tIRyqGqiO!iqiFU(BKB;B7t0J(N)TCXw;Vh9~qV){S=momd?(!0Rc&khw* zkjWOXGyF1MK`}$h_1BKqoL?@WD}ouw7}P-?!=Fra;7J(;m*lE7X)Dt8uI6fh=-cWd zI8P8b!tP@Z_fSX&K`E(26zOpypTKuqzh`a=pzjdR@ja1Xd7GDKVz_1wRZ7h z{8z8s-v{$~OtLv>y!>;TK#)Df)zjjS!!KDVu{_UD^sMKVnT7{n%vP$~r`i$%<()XQ zRhY{|pE^Ew0!l`YV>oE24Y$_0dHu<>NZs5S$`U7TamQ;A9J z$HIJNh~}f1ME!DY8uA>tC?TGy$MwJ${qk~sEKp$VfEOpq*7@RJCw3w{qG#FfEY;66 zARRtA*Ya-gG)FES9I!GIpIWMbuRxY5|C<>1^b|gwIs1K#Jxxr;Zq@q4QLl(kUJMs^ zAD6W8wf*uyJ>3*Z9}mzb6@JGE|bI=D18Q(tH(2&zm>^S8T*LigdJ%Lor> z5*ma4HZ)|Em{mX6M?8Q`BF?QBF$fPFJHT8X1jYa8)3Du72!kW7(k~l)OhC%dNz?N)NqY zh=@Jn(r~pRb}O*%1`=Cyffp|iDQjExJd2ZtEf04<4|y_H{=!l;iDIqkM=vwrAH)!XSy2*1?ms%OWd6L}PK| zlsjR;jh`klsC4#9Nlg1sTKCN`!V1t$W?Q!*IkGj7sbn8KSP)v>9~I<8N;@Ywhf%~u z-dRV&V(!Ub5CVZ{=ZPK!oY!$ZhUNO{2a*K@IWXgE}Sog28l^?!w z{q>mJ^w->oqUTEMzQOglvnNUoiZN##Fx_De*fi~M$u2aYOTZ)ZbAjQK6p;g3lH4E!`4L0teN$kDdMOi~V=smXUMV`@I?f|W4) znC5$>d&3s;5`Wj~4aB!lK|bbRAz>{{aXiTy;&EI8e?Ihy2bc+_5E+pI@Gk zp_ZLmW;smn;C9@xv_C3ldo5Oeroe|YYl6?#L~7d=`>o-dy5=|F$5d}_=j^Sr^X5OW zTvU}|d0#)@GYauW$2d3tz&js}A4A|TA(u$6;pYevcB6MjNmFj{!&iv|_fG@sY+gpk zYn~&T_NnJEyNpKi8;8-5^Uzt21di?PUk>2ZEe#J?1=jHudMq^j;UK1whkfsh26Nv_3TS{kDEK;ygGA9B4#a?GDbT@gt~^=kLoj;N z+kZFH{qO`1=3Vz#-HK40d_(vb7G0;1M9v$0h~Uw@`4+uq9W@{^6BB%ZU`S;K>A6pL zKrxZ!mX1(XS|)jiyux4-oaY2FMIO{WaJswtVjUP@UZKzU5)wZbFal@3UKD&4R(B@Hp<-NjosuUqMiV>j+Vt{2__9NvnrS zT|T#kxQF@Rq|@Og!J4J*$M@^Mes2}$tC)HcmR)PHw`egbso17$5U+|)v&L07{t*N} z#epqAB<_atn`8@DWx03Id1EDgE2RDLh#!u7ye-x-&Q5j+_jW3MxwAttcU#+OVsT11 zd@pyoiUY^?<~c05x*dxsZGZQXY$tdV{x)vM5{ObjK989o(n1*WxTkX2+-NOq-+fvi z>;wFK+NR5(f(Qhx5iJ*YxF9L?3C}Kd+;5*@17PbXKhTGPIfl6HQizRMZh2S|4ZfTe=&vX662x z#kOiI72V^mA0x-Df^~`Y#W`(OnQ_RCL{nAysWst-X<6`8e9FGryr;N+-3Fx8lai7o zSYoHXJtfT z>napBbZ_{z%v6g;=W;T$oveMClHDk+5eivb-S2+?A}eRDS~2HCrR*2U)Z$y)jmiz~ z{{+6g0%ug;*_p{;oUUNkl9FOxri*{5VT(}2&r?h~dKppt&~k&y0l|(%6X6yqTezPE z6nZj$O6V#(>3A9_kWN>1Lya(V|9(BA?fRm??(x;2gC~XHP~mY67>{~fud3JsY*cgE$^%k|`te*S#p7D;s#D$Yyc@pYg(LV?H7I z>Ux+zT*}mA(+D;Cq~t<#RPH$Z-hy-amW!DtjC&sTVt{hD+PM`wm(Lc1NHL)=ZY~dt z4XF6NmCrBndyBrNg+?b>BWAS*av<;AdDG<5`O&G-`y@1F6`kbZL76OP%mkY+XD&a+qT!K8zL5)8b*u$Y@wG=+~FlXRRa~Llmy>-dr7+rwdQ5VVK0A zJTVnx0v-ixpp(eK17+E5tjqUXbxT5MZQm`H39$4lZEgcK@2MxEpcX&|bNv;R?!}Zxsj~T=& z_Py73aa^Fz(sV|K2h@m}93nWU!QSBPSW>@ofG{Mjx^bQqi%oVDZyVyaJp<2KdGhSx z7y42+^%X|=Fx~(Hsd}JiZU%CQkX2P9T_X-{(R8#X1x~fuhKYepq#(AT6DD>x(|;zZ zs0&IB2dlfI0k?nlL1J;0lFn3Fq@?E7&36&CZK0)Dq--5KC#ZeTpq;a$UdH$z(i-=3 zh{fjGnJ~WwBj;ImFAPrqEiE;r=9kaH*#B(yApCKagyrIRL8?*krsGKC-Y=1YlW6+J zK4aNduUd!_tn!RCqI3V{q~wsQ5}>;)vskkj#t~rHQhgnJ%gxNu9%AV*!o8@$VGep> zT8crvJ@6D)Z#&;!Xn&kP{elH?T$?iGp~Gzn*Wsb*Ue&ETLH5Ji&W)a71ER_D<9dA0 z=KrG2%Z-*S%Hdso5QC74&IYOyhu>}5)w6W7w^s<9qWsa!@q;HLb$Pz_q@+`(8ay zRY{=Dx~YV!rp38gXzj{1xvkO%$~zX+iIB{#n6!Sc2ZHlx^Y@w_IBBozD*Lr<8U9Jf zU(liU@OBICMg`ecr)qeuN;uBJZ2mcBi42X|_177~ouQ3kxD`fRm3SnfK%hlH1D8~w)k*dM4osFp`PxUQ|HeF!)%QX;Rzr%jK&|UHE7>?quoD@5 z8C`tskr$sOz{8w3{MkAP7&E`V`MPoObz|4KCAYtGQq{vpASYJv4q3#s=rfh*Cr!fksrlS5vp#5DkGnNB8Zk=$(ZJ! zIWu#sqrMG0vzw^>hN?BQ#;^IvprjJ6kaK}saDc&RwDE%O454{$z3ZyT!~b0zH@fRJ z4+F9VA*$+XWaie9Jn?dxgKO}wbtjNq4;ja|fjA9yj=Tc-m9vIH7~{NHC(=Ddle+#d z>>;8w0kry5kgkM>R=QVUpB-)_VJji#Mq2YMv<19`SfP10Ss z-D0zsasA%@td09*`LLdZuYc!?4`oNl{#M4XfqBi14V$RJ+Hr*3Ydu3kwV;V%r4x2* zV>Sy3?AM7Cgna-n;k%G9hJI`P^TXlaJJ86q_Tc`-0q%K3Pu_hVRVqT=L9{d-%uNj2 zFtI;5GkgBJ`ux-q2tA$OzE$Dwvxt2gtDLyRK7VF?0%vV*nLS=p;K!bo?aL>1`0pff z5R1J23stE9W^zUNUg?x9d++(G5v|-P9Xd?*!$+7KK{@^IgmY? zMm-*ztkJmms&g_PnJEgoa98TVMQUi`s^joK`KI5X==F-U ziafRf+}#N#!Z`5+@KnEV8L-GKJvwho8kz1fI1RhjY|7Kyem?L04dGg~uDO0l8P4I0 z3Eo7>PV%4iSob0aieU0O2#Fo-Ot*mS8=JeKLx|7{qI=*SY2{gx!`%mQdq?lam!9nJV0yc@IJBQi*JI<_pX^>8>SBsvj>oS>^6-n zqG7_fdIxAxC|)@;80djPf;G4lN|#}4jV}JLQ^z5x*s|JyC@M}nuXjQ#dSFpUP;sh< z5L5r}FGkc7S4J|&Y4DboLN0$uNbqsK{nqi@c?SMF|M^AJJDt7HzTFSIB9o1$8b!_CbTkH#&x+IX`7F)xVAoG~Y@lr{7HaZ#HgR`}-#cmg2m6eA1o&FwH zduR})kS+e~u?z6#6LsWYBaAahq@#)K{H+8FHwl=I8VK$YpRo!tQGpEGa-g@Ab(I_E zf#Rsr&*fsYn0(sciOD4?+ji;NJdEfHCXI~i_7(D!A^&=ZL;#IL{X4@q*Rj;=$zDJGkmdKEXIJO6$UJKO$(W%|y zDm2`^L7T1p-t67hMf1Ixq{_R68?t_ZVi(Zj=rtSq@9+~CQ(LGz@jBA^YIBd^dx>L-f1aDne37qz+P8rp5A#QasB>s@pk(2v5&pUd2*9*dC#khzxKu#|7dp#Mfe?(x zVb=Os4=^s0E#*@p&kWw=zaqw}{FPDrAy)nNnu{XH(i($<4f%1UStK0f~r&rT& zgl}zf6n^%uhew7iRKilbG!r8KC;pA3%&2*|njX*>-IH4I3U9c&+=aYi z3~(IE8v`mH<3jL!C)rgh&QR*(^YZN~(pCA6WLB7I`^*s)c~)W;kl+&XKWtaV+wzfC z=G8x|4u`*$h-Dv>shCE86R{tai5=Fb$;MF+;j=K&=`jC8M}HN_UH?2H#KEae$jl;j zyQ!|pUh64c9bMyo>rCI-g~%~kKRHLfbS$yNnx)DJ2514bX>*L@U5&==Y4Pdsq1?x z{J|YV8lVb4h(h$jO0vN0UXb8)!IXa>y*?1bA%%iT4zmee)z+rYTAVM?en|6^&M<7v z$(rT&Y8l>8&x-)%jpb4b6Q@6i-)$W27<6Ls58JN3LT@*9#|sz43qJ+U91q#`6bkv9 zerHIx`VN;4hPStf2)HA<(EMxkELZ9Bh#6M7o6wm{h=*;x6H-0=f+VvOG)Hf)`9Y#G zdUu5K!C@ng6T9OyaRBz_$?mWgUGovgzl*D+T7tcA;Z|X9O@2Vj_RyPXis%HU)%Rpg z5JQ7HDH!(o!3wt}oIn--%d^i}?gG3oGZB7A6S`grb|NKQm- z$Yk{1b4>LFrC;#JTFvHcYrcBenp0q`&J}5=QqyXIa23Kn7hcCyI*Cw8ZN(JRfbMhwNDx%|tR4m5+~uCzBEy@Bu3N|p zYF6o8Y+r%#;t7LlZ)&ph)z8gN9Kt{$>gx2?&?3DthrIa_Q_7pGe_?;Z?9i+Dcnk^^ zm7=1!Q9+qK-!t~_{DM-VlRff~cCTRDxmRN~{(I?skPx$&OrtjA&o8tT` z#nq@39@Mfv!9RI}7ccnv6}FeVWg??y8|faqr8s)h5qw zlXFU?Yc0jYNIv2IV)!7Ukih=Z$vHri}I|^FK-}AYIzPi z4yNwEARZX3ZaKbV|Da=2#>P!5Vt-iGP~(w;+NezTIi@TzMe6ERr*yWeXE#7zdugB0 z@-M~D$DY37-DbS;;3}Wodz}l&&2aslaCOmp@KXtM@z;5^4N1o(rY=>?&gG=b+{?uJ z;Xs+gR#b{xfwo(rkCou){{VEMWiZ~ho1%c= z)%hWXQaiT0+6!Mi@ML1ERKx*R>B`IS?7B1h9v_v1naGsYlgRUK^BXEgw7(+Z^O`|GCO;vN}JgDy1V^B>tiDJ^JIS*lfe^4k5Gj6gWM_&v8<87=9UHjfQ&b zM%_Ce65nh75&h!r<__;B3e;>|gOByj01^m@&hC5o8<H5HxjMWWl4M ze-WVQQ)t{3dHLc}4KlHCzHsW%cV;ITuk^fOVM$53hZ49KbW2qV|LT-GYwO)}51SQD ziSOEo)~P!U+qNr)ntcovv`8Qks-?l%!lU4IODkD1V3y&32;u5?W&lrljzcLfIPE~& zg>?nc)+u8$oaKE6Er5Gjlbvt*zh4%_nOQpa>t2;yOn2;su^sUZul2W`0V4?H}3g5_;+N|6t19hE?(uhjF5Tjg)GDn+xhYU|+Ni=?N) z2k2}SQ{?578Z5ipD&2ct)TxUtk$r9>T+1m_j|T}fHd{H3wK|O3z4k9!z$Ag5oAUxO_E0O+Vgfx09hjJqV(QWN!18Q4jH;Zs{|8jfYU7!9S)9^_^_lj7a(imq z{~)TjI^kkQZ!jjrxW@_{lOh`iA2D7Z%{e(EWN^>*%n6lf%g&sHs|xl}4)O&x4rls- zxB$+Ypsn3Gbr&!GfAuQ;=B@oKP|9?b0+JXN#7<*~4_I)XyY12ov>-*!hkbs}fs+&! z1i!P44BkT(8Fa&!tJ99EGHLH8Fq^-Ba~D$_Tt4;V==9|ff_xkho2C-jbS<8tfMpW% zjN3zjXL6;PYg#(^#WNI<8u;$;MRe*If}ww)zZ!)U*+4Z!Hay0~x#RAt)7-}-wT_}b z!W|3|@2p0gLPrsf#mv=4YPuc^h`BPoWkfSTIWSyJceal*%n@z~L*`H{zfWFE6$2p2 zRfSS3?w2Lipn9G)41GB9ap#m#L4z+3yy(%8l6|w9=1aCu|7ebFVFd~{ z%1eg4QWVujNqo=!MX-qL`aT~q(K;>3@LmK|P(XJww%dBi!ztBYBYi9dO#|u!uv)s` zl*&>?p@Xsm1ED0oo$9=z+>;G~#%*1uUASEgUC5sG=6S|5`kI{tr}Cua%*T zCrUi_##Ao%*IJ&aRwwOu?^;$-J+|*>xF^N~cGFnI-ue4WaDwsnN3?wR2*hmjbyGrG zrDq0WE;|QXZmkQcKE_TQtUBH%3dp6dJjT;I`6jky^Ou&fM$Q{7s;4^;0BIJq?&uwm z^No(i_d0+^vMdV9;%Re*;EL1TPlXM%J{7O4SF9PJo&-2ph>Laad3g84&ccHy*h40u zUpo<9i7tbDI3s6zkL2H9sbX5C7w&Iv;iHi~^%nrldAGGY>)>trv8bv5Mh|NBhaaGC z=g3tGz%hP3g)?J>37=(H9l+VX2X63{68%u$clXAmj+y68OJF*d!6KmcCYRm7xf7sM z|3EJ%5&wa(?*5r(VJg1_`k%efcP@XIV{40v<}-v_&ozB}`2K%d4<;WS%u!C_`yV+u z;&^M3AxRfxa45B=)`ET3$=i&OH?{q59Y{)$S;E(H;AR_;;r@J={^fOjfJob5q2}*? zGoF0H&8mUennGQjXL$xNS4c3_GBFk&s@jI`kpv(5uSfFKS1L=>1Gq!m0V1>)N!$k) zswGwUwS6D691rj9hco2j;#cOs!70H_bi@>g&wc7RLSNsKPe^{8lH0N`2!%{Jff^>! z+pyGglqKjO%?WhFI&JK;_u#7I%y81ekkF0X0yyE?(@^CDoKUxLA^rBkNfSr*yD^3&>S2GFuSUBPPq}7 z3t1gS>`^*7Z$qbqQFWRjcX;zuaOi^nprj{#Uv;Eq5uusbm2BN_6AODA&g(JGnogL{ zrIeEZP+lI<(;d*|6pIYbC5b1wRrZ?fl_sFhlWyI$sjv~fM8nj&IdY|w%0TzDBy-;@ zQ#CGahAe@oAfHx*^kTD=8O?PRr+ydSP<&_M)VF3X(Vv$0bz@OWn=|r5zh`TOO#4JW zOTOezHSOo~tX2c93S}PZLir2KmdZZq0J>-(eC4Q`0)*e%GA2HEFQ!re|A)^h(dq1K z`#tyh*5-TX(gqRQbB4&T0lUgBnCu8q(Mqz zq`M>)q#Nm)fnoN$xc|@nKJRfnU!M1ahjBQYJ!`MM)^%O$yng4ie6Se!m7jid14hX-g7#)M zb4wCVTkG?jkM03Lp`jnZf4HB}V9ri4Fx2$r;GrGJvi=-EKm!IvPZS7;|8 zN&A;K!&SQ6cv4(%v+~go3|EaHZrm3Z)mrS8FHw0wBj5i|g*#^oYPgx5>p-U%R!pli zWJKy9Niv7au^cM(@ry4zz2xmUz_{ss7T)X9b-cpLf4Qk?7=NF*cr4xZ@ChaMsh$Zx z+KI5&2;TR>Ai2^l+hMR1W*I}iXo$a@^W5^GU_k{#CN=R;``BLpGL&`Ix*m(+He0tpZ<8KZHqu-)hKX-jc#6$gaB}L;m zZNzG;Vj+?an9;{^{0!gqo7GhSqiC1?+ctdYb8j&$``Mj$(vx7#CMfeE6wA!YCRsYa z^Vpn)NHR9gjUDm;X|0x*Y$Iejg({~40Tnm|1V_}RuJrx-8|zDm-h=Oq8D+4k@*WP* z3bVZx4Az9jHNs++4N1~J;8|J?e$3G9su@Cx%joIx_C^Zm-n3o3IyFB@?`uT{olBWk zo2`Yi^JA|x^i35E+Sbb9N-t(!{XP9anc#UQz>;$)9lHAVD$Y7pMqb-(z7MRk%!KLd zt;!zRueh4@3QMjX!YS(5VnI+yhLXh0Z}E?1p&8zWJ8}MnsPRMDYAk^WJK1%^E{@h$ zS`X~q?jhJD-k8VQwaYr{8bu2{}#En3c&*cm;u12qoV^KkV0QR+G)L<)Hcs7 zNIsZ<=YXku-edP$6wm_2m6XUM)NmUI--TY-U+wcif@#xu-CgOwS^zG4gFbgjFcC^s z0YF@TtRTgkZ*2BRe7%}V9msAc$2Bq$C zy0XU4I+H+d5wfYm40UyNd94qzfyPJx4PyLE5A?5&gJX1_-b*?_4w_ROac_Zz_HcWc zstmKi6Xaic{TijV3jgO^nqHR2cliv>9|8r&H$&(bmweXCE=8e-)r@jbTC=%Sqi0q6CCgFeUbTk=OKCiqqG?VNol=1e<{XgjKyT6?@W$Qf{vqE z|1)|E(eL?%ml6h0_W;tELN!S#s)GL{N^KlsWHzgokuFbx^mu7d`*x(F*bRY=X4q@9 z=t#v+5gKZW6Np*}Cs?eDXwzt4t$m-MEBo#{~WqxN0MkM9)| zIV~hjz!w=6C2{8tX}ne#u-*f-3owA+oBY@wbNubhXSpOw(5{qJTxNwzo$2+ch&y^T zzdrZ*2diRnf}L=Gqj)xG4q579pPs`~OhUJ(%I$%i0T>zr-WKpAv>QhdbBCt$;<*)3 z%XFVDuMX#g=8vaV`-N^+;5lI^aw)=qwcir%w8W9A-U5PJKu6j@EztichpEEX1(%ZWX>zFr zcyfF3YmHNuBTNlGVgIRip~?*f86n0cq&vfTsSCE+5X}$@l$?XVW)Bh9zru{=xl;Ii z$&=z{c7J!l8$|Vde(c=EW*6VcQAZ|TP(3N@@0;$1^Rhmb)k!@cmW1yC+~Z0Y67K{l zZZ+xR&6GC*YhH=TfOi#Q`lDY=cflj-h3}5E-29J3#N~fWM2xcHoorhtza}ZO$L4Rs zo73v@c+xn4Zq#^s#HT6Ww5tC z?vSj*>xKT?U+-PY#uKbOaPK;(QCwHLugYxd6F?6#Sm1ZYNu<%1ly&b}!!O8f5}RjB?}3TNK<8HSxyMHrNUjCNp`>4u`2lyJtC~zzhCuo-ap(A2~Rn> zr&o+#$5*)~o&BRGf;2UD)rjeOOnA?XL!Z1rXYWjo%9uHAggdBi*}PTdJh$Xk$=rB&jsRh^FI zqKDhFXs6Jwui$yaMmK!a_q~AKa#l#vciumR4;7HhwIblF6o!&Cyh4jWS3&xnK*U)g zG-5<;(zLOh0Rl5dP=;hYyGZMA#zz^0D#^{#sK>$e0eRQLl-ggh{9r_{TNT0bOFVD% zjU!HtSU{IubioP}$ECUPBA)79m64vz5vP@_rp^eu82siH;C)>_{V`}&T-Dz8Sx6Xq z-OLA0{N&shT`L1le}cRH7JGiXs%m2Wp1?UgfbiN=LC@eDldY&E4|`!HV-CkZ!bJ@wNqB`+ZG?Z00Y=`4ph`FGE86phWtb8uG<+g`Fn3^Wi(1FmA?C#? ztYa>jMEv^9zu;9oqASdC?2KwVYMS2y8|kN2HNvajFxzLnWGewOTky`)yro)_prgduxM8wT)prQqYKL1Sdcr8c-&;M{5LSz(a;GmdYDf zLPpYOlbI9);4wBO{7+Yp*E;CtycthpNol;`tS&;&s|s2dKg$FFdd}h%M=hcxPum`J z?veUgvUAc{EFd7^D&87;90TNQOrcgrQ)@+~tdlz5Ls8V+iFW5I7IbNm%+l5W_? zFF?uTbBE6LHbqN42WWV^9_Yqzs`zh9UC&qh*Ozz33!^%6YwL*J>wv6$1w=M#P?!oj z*?KgKgmZwDRPj<7-)Y@@t6=@07XiQiK{~j6573Qa*ku?uW6;MysmwuCpJ@wT=3pdf zqXdm~`?>iH7YU|$rxC%$OGszww}9wp>yL6#Qn{J3)X8A2;o>6nDaqNV9O-qfI&{TW z7mGD`Qh`|?^{sK*V)s}v}<}--)Q~-e-n5Jj@Hm&wsfGaDF!Pd-^G5MeM_Goe6&Y zLY-rYQ>oI*C8RE1!6}F>o_!dZA5U1hqw?zGmmhFQ8NlaLWeot%8T43aY#~95sB^PF zZ4NFtvz#0L2#?T`rqS%a@B`g+Z1sM01qWh)R|Qz4Kp*H5Xbf;1SD0NL-rg7B=%(v) zG+HoD@tEi>wBjhV_H@jvUZjFPLsf@p+Fdpa*y-F%aea(V8-#$%Fy?X|QX(KE96Rn< zS3Ya_u5btr!+SGL7sx3<74q}Hny+7p03|n4pTGY?IQWdfyR?Xn(({y$@;k`_qV-FA zWg2DPDY|+4)I@}9|KbwWh`eZgbn5pFE8Vqgu+*C!GKU4Qb_T-5 z+VsSlKb-tL&{e98<93qZt=4^R)e@#7`2Og9Y!Ei#lTIRCFA{5-q^MG}qjK95l0$jn zm%}f}$=;FW^>{?p^pNT5UcGbEEx~sLptF_xFi;)|`?G$wrnu5*Wbk<{{By4UhWAdp z+X&+$!EgFLqwccH06GW?6x)tr*O%vwFboM@s0&!=rC7uO(mfSZm_I9?I$d5b@6$NW?nz`RUQHYQAZC|C1jXESm`E zFVbS{pd8cb36v3{sI`bdoY&T{y1>UR2JWBXT@@zr$BPZGFc%7oEUBGO0jt1hgmJY| zcN7lS8DTsT||<=yjS-kvOVkaT#)Zi?Np@R?IpVfq!O-y@#@MA^4vi}XLZ zi?!{ykCJChG2Uoxl6>`k*ybKTUFyNC?{Fmr9cest+=|}Yx2D_ zbX4Gps(sG~Nnszlo!|S2dCavT%{0IHV20*q1D3wsTIHV$VboO8xKBs$X=Yg@`@X%E zn3m$+@RTsCNoPmUDhfa+eTY^E+EbF1D@XIZOMyDsAnR&+OEYB4Ehif_U3tQf#dvRh z2o*1%B*F2}b@ZqOZ4Xp83^nv+0ijjyc=EQ^O7Kd**e;O-zrHqKh&+@GS?ecfc~*XX z3~`^Q{L{K_y@ugByiCLne6npWM5_$Hxb3&h;m zVr3p8Jm7bpRtdJ1Ec>AC1n7n-w)E*BN=`xHEm%a68qz<`ReG?O7Y6|8=hFVq2lVQD zwxAs?#%2zO85kIVCxz+Jw>;c}0<`C5;Kj_|(g`x)VeXS#5kaQ-PxiK&qV5;A0}S{J zlY9Ay`6D+S-tdVL>;?jU4Mbs8*vkRMJ2+SE9CLTVnvVYAR6re~K_?s`*EtyI-oPWG zp<@#zN1vvNwTvS`8^&wdpD?IAfBZ$sm8&WGfKX~==r_JnzuzuKNk{T8;p(p^-3c7s zL)mu_#1{oF%m7!Iuy9o1w%pmN33|^zRaN<cm#yK*m@_~AL=`io7+Qn^S*dEa zsX>Vh^bWoxj@^S@M0`hN15fowmc!$;)|XqR4~&n$KcgXu*bn2taK2cu;j8tSiCjm( zb55#*&>efWFV)Og(cAEgJ#SROwc+qfJ{sbnWtRD#O&;WPRB_Yge3Kos#3nZ=m;U@G zt~}x8b6ff1_pn-?;mQPUzeQnrXDkPlfFL>#1bqb(=Ne`M1(QMtr6ySN(5qY;(5$Ll zhfJ-5W$qyuNPZt{D6(r?TXO(n=;vR@*Ej&(_KGd}L(V<~joR~R(f3S&ZfQVzxIV!V zeMm6gHkX@TGbYUv=?OWz3|8=Yf2_!Ioi*BkahukJ_OJ8_VJ5{G*1XmC)1(mf#~a^Z zj~PRxYZq%B#cI}qGG#5P@VV-v4!6rM`9c4Ud76^3`)3BOH%gO@Nly+N>{IM$n~A9P zh!a6t=LnHWf2u+w`d-E8WR&v_r!rC>{NrS$C@1N9C~JT@{?qjT5sF20MR9~ggZ{f^ z&{w$Ra3vMfpvZ#3*#WB8dTg&g_(Ik`G+szfPz~So`1I7#;}hX)!2Q<0SHPjw1n>pR zW&oD!0{xwwOs$Dw$5CWAm|R2Yci2fBA0Inh3Nyz`hSV~7U7nwmzzSWM)5NUj_SYM) zK(+kmtCvn7uWZlR0W-xsbFQnqo0`bMlhb0D`KQ(Mn{Hv8I0HjNpGr$T9{zD?Q4G|- zx%OMroqgp`K7D~LFO{X~PD(%IA?vT0^XT3&j<}3WgqM8QgxneBF^_7;E4Y*X4;+j4 zHshd)jh0100D!EozDs^i&vCz!l9GAm2JXUWzINQ7yZ9qhQ)y$`PnrW#&ZfP&Bh#fX zLc4W%t8^J&`uRD5nQ>s8Cl)?SG$I{;$8T3W1Oz_KFUDwneSHDMzIcg{^Od2?>dr}! zgoH%s)i?sD`8*xj|0Tui_|jUAm}!0n?vV3JJQvN&FCf4ari>GvTnQe~-4#@$lcOV5 zY^TQZE3G7v#k7{w2j1`h4_O_@t(Cqgz+{glSLB|Y9m4s!2M-vtk!RHs?+MDccTBdj zwzeLsL@2&`e}=|jXUju}&oC@<VDH$+s&3h|cF-^HV+SRML!lZB{w;{|wT7P`clyk4F&gh*JR5X8`k{n)C%J<8pJCFo`&=*dc3K*Y)2K9O>`fAE zcEc%kyw=fxvlu@|b(7z>iLDYuGBLKMHt5BV_|qv6Q{Fz&_|m)@ICpY>iU*gT+WbEfDrogr2ozs9S8 zuRYlx4nQ-)^m>z!K$-_VvuhFV{X(g2C*aKU;>C;1U;Ia_zl*-6J26zgN_0zjulXo3 zcR$T(VtiaYq&6oo&Jcvl@~rP3!Q`0Z0kY6M*temPmF6R4%Y5@@6fc+UI4#Rx|1v|t zD@PVBrKHWY;&0!8%TqNr*5=3-0?0#YQ_F+YCiZ3yX5vl%zu9YEXI`V zivGt0i+(vQt>D+9!5czK9KhLr+*nyipyTWMDIOQulW4q>NN?=+r5$vGx61v3$bYV^ z@G?f4XXAV&&h6Rc#6t>2{pUjexne>HdiN@D1enML%K!X;KMQ~T<^lhvrLhbm2YG34 zZ?DWC2Y{e=0CETlhL_NyBAT|GV*12xc&Yll7oc@db44gkoem}dJqI+=IFIMM14yWJ0g*?194L0s? z&^=z7tL$O8L!7K#{E9+c{pG<6K+>4Mm^;ha8V2A^04^Vu*+T-4(5rjc+`^U$fYK*$ z9>|u7&vUI|-UFTzQh#lFQ=J%MI)ieuyQQK`_5?F0C^Y-(pUrK9yL0>K2KH_Y=_4mA z_UQl&+f!-g0~X`~i`(1-;I0IQhC5J94gb~sMn|H40K|!4c;e4Lv>G^n!4Asflc<<0 zn6lek?9CJsvF77nALqND)!F;_yccjL#GHCUvc+0ef00kP`ir@~=}h@w1qUw%y}kkf z8L3!PMVCR`yLWbAw}9IZ1p+5FH%tQ{b0+aPv1=c-0>GFtSO-;# zg^>bBs;eh*h3Uz0R{Wodkl;ix54R_6fx1!!PUmTXw*z*W7^z|=+qQk+l-VK?I|jR* zK#H)^6n(sLKA+sj>!mOMK-e_#u0vkoc(gx{PGqtY#_qNKhfobJ)gIc2-_KO|lQg}A z#>e(->;#>KMB1>7vb*e^D+ia;FTL=%z0YF$66M||VEdiq&#G@x;f?gw5DjWS=wWDt z(MHe>5XA?Ty|z-I47(c!{@Zimzrj8lf;dXL>Vnif?7FRXa-7ufcvfPLpYzvp-7*d! zSIZHPb7Xt_Td~PEG$$udYCE^Khng(X=1aW);^6xJ;fywCiXLL)QY`IeJqCSGKiG@u zXkNJ0d6Ju6pOZb#?=sG!l%SiDyul(gR{$^hQG)x;sGn*Tg@{gPDK*bgE}Cd{1DDqp z-KJ=%QA@at1Y}vkZ-56F8q){pQ&??8F!e#j{20p+TW>gesR2kRq`L8u;`NHN) z8$+D_X5H(-s!>?#&7xj+5N%V(-;yN z`Riv}Iu$uTXR;nAPz@lC&W4b-cYJ;;eoMK@pRm_GT1WZQS;p&!UyKgP`u)ePn~1FL zrC@_SjFc<2kG8F}+ZHDC|rokQQ)D`7ZIeQ`nP`w+r%o)b?H5TL+ z%_J?iVUoR8Q^Qm-nl@cbDx4bJsiC8vwFWr0GvEUol2DttIeAaP?fv0r;d74ez~0mN z+rEBazzPCylIzZ|Ug2;&mAnsaa_f6BaGDJKcMk|U?T9#J9O!BPnK!IdlAJ??@f(}NG&Rg!(S<65!fYNBjbIvSQ(Q&F~76U`2r`>NJMyJ-%k zOAz3Bt3%F8G@unq&b|0(cx=I1p*sf7AF0;C5vC>*^??>z$<=0ZkbE`%?U8d03Cc0J z`N%V_>`3fm3BxdfdY$YkAqK^|en zPEthF!sI!8zMk&&$;<_1z#|9s#@*pe?WZE;x2fGuddC|WB9M{g=v=B5{)RYRko+53 zadxbE3qe1Ld&@3~?z0i~ijhQNxKs1Od6)E>Rpk+uICQ0m!9_h3d5PXWX>c@y@mBvr@LK%XQ3OzMvDVX4d7t z+54t_1QucsrBfiaHk~?$2YYJ(D7m)up6YFxL z;+;ZbFCC{!{2izZcyagX2vmt1GHYN)=g@MCug&sQgg?Cg{YhQn{X!QkmO9U-X$Ywn zdJU4UkRNyf3DNoqB3v7n>EZ!i@bud z?;c{#{-F$Rmt2$OU1lPR!23Gh+AS1`}^O9-fujH2!su{jER1z z=avxA9ckXjNZrvVx}Y`u_B1hCbAQ0Up%cET=vs60yTXki-#oVJc%FmU0>A0@EYa;1sn8khXE zG2*FUTv;3E4#2+4z4F&l#Jrn>27guY= zP(DjiAKw)ye{54+TzsTda9beXiQHe~LS8wI&0(E3$W=Y)=8_ zO`A%yE2kt7w}QQ3wplW)h*ETM+t;shXGDwjl^cibF4NPAK9FsL>MhXki<4c8*Lnz< zv!Cy;8i+2mbx-BWe8W}D#uRGshuX)fRvK#+8MZCToi1%01bY!ONWfr}4OZ`fPh2Sz ziP;H7k+JvDKcy`60?n>fPGrQF#CHXO>m2t~?G1TWVr`e_9--}4Hl!!Zth(5MpHTC?_i-PUy^ZbP5A>>MVmVk5WWFM)a`-x}Sv_m0zGx`e0Q^$bF;n{%phqGZ z9Kw#cHRk3^7h@ZorAd(U34j3^+lf~^@dpFFMRS)09mssS|0H}pkArZ2I*b91wwc0g z3#6XxEfva%fBzlRyL?e`gdV(yP0{5O77^jf&UBDPBP(Q&+b$2EjQ<&? znsSDVjyUPvQ?G>+Kr$N)W}MylDTY_|Te$2=^IH{8oVTCE6{O$YS$7ma!SXpIGd(+j z#Sjfi5Q50-Q<0$TKaRH6G(Y?G77t)j<8c`dym>0k!bhDo`mBGBU!-{jZ^;T4=cqu> zqfyJ^=`~rHLf!H=6Hm1iv%Uq2P@LD@#QHW?E-p}=wp5U3)_QDg+@0LtTjA5UMs&7# zdUS)(hjH%TzYT%Z%LdTI%6H8QgCZD$2aq50lVno9v+d3+Wn^V_Mn@#QXb3D~9SRA$ z@o?|4nsCgdvy9=%*@@9?*ti_Gc^N(Q7<4n2B znWndxxw-(;c3$z-{1D3r)Li)V>do8pMC3_2(f;z+^B=`J@J4)vO|n4e#!$X9Eq5#a zbAlThcs84%g??D_KZ*AzFRY(y$zYB`b5H_FcPrKlcG4BSaV#nHk3X35gidV(`2n0C zxp3G9L$|*O#xg)#9AShBPE2o*m@Qj!9ApZXVU@D>UHtK_NTEM)NX+%gB;YM3{0NsMBMatKQ^_n$km31;Fhs*n}=zbrKeLEqRdYAcc&I>iDl ziVLE6W8wHj&(a>i7h_d0G4NN=`X>^yP9u7W;lGcBGx?P(THVSul3)#^Uy-`)?-(RP zepAUk%vdzcPr1Tmv2mPAV^-eT|k zc<*u`TQlgSl`rc8#VpxdbJnpYshXGACbjIA5&p}NIh~32Qy#wC(TAb0p*co1BK7@` zB*pW|sxnx?AY4-by$-k3x!Ck-$WR(~)U3402U=} za?5VN_wAS}RP;6%{It#IZ_^jzl4RiLMCH_Cq(=EW)Vz78QQ9sFvQ3~1LVTIR0X&4X zPr{hwHjp*2-Tl6b@O^_D&h5YU#x2CD(hT3R=Z#Mb(XhIK9@ZQL58rO=0}qG!If<+A zwb6R|Tq8Eu?R|O@-F>7VJ9r`8f2)WBYWwVh8ZjQqeCQE3ZKyY6lELT2SJPUM*1trd z)qT%Lx9ZA2n`EXk947#}ns$0-MQIZ;;>vK_ary#Unw0_H(X?}6XGFwYrh48rm&a!k~R&VRk z&#^i9mIBJan-Fpt4YSja4u7vxeQqEl?RxtSY3S*>+^*WqZ0%`eZJvJK`!;tY9;UcD z{oNQ|ZuxFD!AGw9Vp`KDp0CxEC+6Ui%VZ7~R_OVHRlbVsPi`eM^}c{% zPue6FG9h>1{^<)ZB8R?<-w}z9NY>Gk59f&~0(A9WfOw$bAP4 zQnb?~CsQ=fQbO$+qCi&<+GMQ#lsMQfH5NeR)}VU)^VS{WNX1#yR(rqv#pt8YX1lmg zr_}QwwIQjTSs?Q)N8V3DCf4OLUu~+Gs17fI z+#FeyoK_*fV;gK>>3r?|;-qGJ$bNYayi)zkht_H;he4!xm?IJAYtJv)(C6Gb#szB< zuKq39iDA)=Y;<=zRl;W~N_eh z@rKOB1=hNHA3Ddk5$F_SaJK)QABE7CwzCf42e*SO}DT*09Y0ID#;~MZWD7jCY z1NY^4*Hlyf6qEMW$!oE2O5$XWZ(z>cVKCtj>z4rRSYr#?p#P^2@Viuie1bSmo4;Q( zx*bTH6xfv@#qpS{AMUzRLHRo=?u$9xso6YgeQq{(eSVg3{cAHHw6z|9J8$*Taq!k& z;46W5S@N&R1GT1Va+TrbyRhNxA8&bMDShIl(iK}MhuLPX#Xsph2l>IfvAxF~Ao{0v zIC%GW!&(VjouBA544+&^X3P5o!MbWGYuD#{_3A^;hnTU%5qKl&^yA-TP>wU(2#a#p zBJho)z)FDo?}FYB`(hoI7PVMKRMpXOGn*#r$$WgiCx`p*eRI(X`?;bsvC6I{kbDI` znFWC-h0PK6;DrahdB8?H7@*|=!Zh>wF@j99qPc}sdtP}Y6`lqUxd!r>#Z&af zSCij>1E^czLwG5rUS#wWIidy4l_8TYI^n^q9C_H9BLrx=3`EwjU1j-^N<1a!ro|Kc zCk+?r3a@ZM8$NS^nu`b&Swi(<38WQHzgm$!IY(^iUN(mvA&O^ufuM$8{pJVuZ+8aB zbN(2UUT%NFI=xJ1IcKn&Lb9pL``E#qE(7;yTFw_}xZTg4TsIJP>X*UcS_&!ZiKW=N z0_d~0`&Se2xNXRx9}~!z2lIXB*1?OhpOqlxrZ@7jkV9nY$=R{x#UvSPX&*A{#~bjN ze=Y^fkwVA*yQRS%=&7_ulcJ@ePD0eyWh|&tiM+&;f8?T5&cl$}VyodNXHI<3@2@b8 zKjR$F*|sQy7ZFsaww8Z=>z3yAX226y9l}3a{_Z1U|6!`-;|yKs_6JKnFUxz8b`eUDQ1Z`RX>PXR=cfp6YDKA#Q_OlId5y&l z%Uomh zf|2t?t$r9Mt&ty%zU&&7EiePT7s}_IGn zi_tX1s+8%5qN$6SC#sxulXVknID2aT@v0uzZ`p%hy-?4|grG7U#|EaVC?TDI=}3_4 zTrE}Sli_L6pT$AY2I?Su{y(y8=Q+No+gH&JgPvzRcbf9AYN z$sKo!aXh!=d~LGsyw*ZVZI1DM((aH(!NbLo%JZ%fFktu3s;zD=9}auU628M%v-P!X z^yK;_0}02qG`x^U+>!>jmQDI{5Ef=ms8rzkEZ7ojp*F(ulss}e*RbEVk|mK$fcl_& zYsNKdOVxKAvGEc9eQbL62hzvVZ0cbT9xiLUNpwV;HipHXGgWWVIvQN6@7v>=lbMe6 zT$xR(V-54nq~E!df-2@UgQfGg>Yi5dwV0u&^zo`ag9G3DV~V9tsqYwnpqMKlB55%4 z!;A^pjNGC+2+usPYZ8(Az1q=eB^35oQ>GBRdh<5eMKYdKa9KA6UixN$=eTt)K+^`W zN#6{K_N=}JVn+jd_&)JNsdW

v&2Bo~x6cs~$C6)^RmVpu_Vf(}3*b=EXl8mNg<$ zG#l^Wc9lfOuZwPj?yo)- zCgW%s0<820`bkwh==S_Rg7*GO?2So+9g}lyO2fg@_6gS;1L3r44P-5yI%nrj6D5Dn zn=v&s^J?{kmk-D5LgZ?9w}lDJ2uhm0 zueCqk=8)1+<)yN5`SW-R*);{C_N1I+gMtrj^E&>ba1pMJSe`T?uXRK}2>pMbWaxah z8xf_gDsorCKGa=I_sTQ;)`q0p%z=xN2&OGG0L&91z9bW-`Ottrqywqy)($5KSU`|` zSRI|TjU9{YrM)=7WCq@ri!Pf@ZSbF;`TLlbRF%@=qopT4H<)QjPO>9P5Ua88_C4hB zuuZY&t*zhiGUxgy4W+U)8;9A)W|*_@m+O6@`Kun9xPJ9daqT>^enmrS2}>|gXq2XM z@(6N%Q8rl4bL_IvY*et;a>=4b%bxHgX(vSkgv zz&S-$ReN6BJMpMl_dadERnqQNI&`uxw$loZ1KMu8u77|&^zcq!w3&eQk;9TAjt3#K z(8o~cb$+Q=LhkCZjI3iGyrg;HYsqgZ<)e2Q=)O>HjUHb02(A=85+iw(zj$66(EdU; zrM^}LYf9tx7=;e#^^NEbBps=v)J8Pu< zpo~t(v`j+-c4A(g#ZV~4`=sAeghiuq0_ON3(yHLKUu_`NFzfXaHT?`^C~LJFChcEE zE(PqJpFK9-d{oge5Uu@V3Yl`x-wNHm2HT`&2CrpHgUu9nOr~|*eo3o+9rIYO1-0!f ze|9jDN@~O2?L+Ghs|%T`)3oj!?~P4wZU)m#>mL=-el(otd9x6313yQ^$3(nn! z5Nb-`a(eMJ`;P<98o_6yCoTO1Hm38JbD%66N}DYqH0mey>&U4e(~ObD$3Kx++3<4) zHPn*8x+TT6?<@1K8_*LqA*1tE4KN<|0b1m;NRaM|*)HKP0Yr5_%k70t~|WH;){<-ersFh zj39>4S2lFo(3z9Nxzi};S`5uLqU$UFFBqsvw#MHdpqi~wfSm0vedGR65%E3{HR(ZV zGeR-Ecq1>b(eJ)T57X|oyn)vCkgCu5&&mgvteYo0$%04$o&e*LH>9Zz9^m{pHc)mxVgK9Y3RQP!cP(qE2yVk*A3pOm`BVb?#vs z=ebT3;Crj^$rDb$V$`sNLpxq2mc05||34w9YBZ)GDn#-!U%IEDsslT=Rn<1OEKtj_ zK0j^3z#epO115Jz{NhBB8p^Vl4uOWD?!t2!(Ol(y>>iYc>?jyU@&^o^sJuwiZv)f)IuSZYFg=2kjs_W=~JR`7OotF>G71Qm26Ml69e58k2y}<^| zFP^HqL*3HKEI?%qM$RuH89V}WOz-+9hyTha6vuvs;NW!yw&HRhzeV|ooEidI@*@0# z^pHOb+DwD^W~D;7u^zKhahB`5)LZl7UpxnBVD`JaG!l@88g(Va`uks7@UMWrq``VD zUxon3+`o>cU`fb@rDDMvjzTV(|AeFKI2OZT7fcyg54N8JQ?U-`a*o;~>R;g`#L@vW z+XNR+FzY|@!!j%#=DepyMe3C`zvL~0_uMaG0N{IEi3~NlvpARL_aHQ^ZG>N7bnmDY zjs_>0}tR_N3_u2|vqVdbfO) zxcR^2T1$AXJ*76abY$F|Yb;26BMFBSA)?0njS9=k_xTgkCnsQQ&8=P=XV;?dV28t* zCPc&Jh$DETUyusF8ON~HBq`1*dYCtPfChXrH&KilaaY2cTQcfIswmHRqg_epQ8Xec znm6VR>M1s*-+`do=v%G^ik*rGU+_ln@aLI$@}1oL=Ng)ySN-fm_sjB3)GKvDrgS?= zZbLqoiyU{ob9<4>S$7*KF?w1?{`5fQ@j%El20fJ^B}A{ca-Jso$*hd(NX+0Xd>CK= zbKwooTg2eY#vF>O8T*Q@C!{g6U5NKEgZ+F;bhX-mDpV42^Shzf7*K zaj{sV8zBj9Gs3A2ZgO)%`4!%w({Vri3z7X7-J&;k9H^-TR5{0a+Aw|e-d!ZhRP>}( z;G`2yj|iYuGW2xV>Rw6;@hVK*3xo6-9;BXfL3ev>LsecI<^3VVo^WCNS7OlMvpr}+ z&c9JXM%*8G*Q_N|`QJJDW+;Z^wOLs==(27LBa@?tYYfl^R9Fw)2&1W);;D=5aY`s7 zuHeB2aD@2h`LNXF!iRs=F5_zqF%C^7odh@lq&c*!@)b$z)6sap;#W$!SEE*|GK74N ztH$-}GH)aSqld6#v%Bm+)rM#!)ON>RgNtIi+J$_uCySRB$TKD%Y(y`30<8C~kHsEy zKHIo?Ls#dxQy>Ys9UHu0eRC4gcq-hn*1yMVgymai^119!NlZ&r$~P+eWXyYpI1ooa z*3)>{fzj*yMK#{Dj11y8z+5DfC6^srtf12rUtKOT6(f@m%M)*%@j*f*lRfA(0a&sz z$L>dqLf%t>-_P0cen|;EG89&1K@S_jw%{3xB;l{RjVkpq&q^j-1yA#)Nbp*vP9m6q z`c1Ks3cE2t7V_LN5=IRE{{PD2{_p;9V7woe@NAio<8O!^q!hxVbfu{Kzx(Ka#caFYM?!`tCSMMATUew6$X*)X!Jt2>8rVE3bNUIUq3+W-8^f2Dlj z2is?Z!~6YZ4v3LX6F2dYuQK1m;6=%jp6C;m^`RfusR}x_*w2Y}Xe9043 ztsEZw;L}AHnYo1c;sRz*@2Q=kBU?Jxt#GwxXBwPTui3@hHCQ;4eGyHvV+1`nB)>}Q z4h@emO(gb(=avNEVejTn-cqHcI`o_-xk${2hSO_NrfA_tMBag(^NW1;kvMkTb^28B zefp&{&*TMe$v=i|4k#gZQ1xa%6mnePyNUicE3>h%jY0xL5_267Ww3gsX z>GvR2N%dc{@ft~-NmXv=8S3Wp*Si5lm0c0ehxj-+NeW%v(7bw$MX;;Ili~@lv%_oA znlggpK5zWq)6m4=5G1D_fm%Bgpf3vJ``r^R19`iC4=f5dAURS804D{Mfb3jC-Wtxx|=cWz5#Ki4iQfhHYRVf$Cg8! zdJ|zkg6}w@@dYj`V(faGju{X8;AXVu>(-7-tCX8UbUwrbpRr@MukBHr7sH|C6l8Iu z8h$eWV(k`(@bvL3-x+hiQ57Rpasc7h#cOK*%p61Ldtz^gA-FINO(hlGU5r55BzpZ* z4@%AkUrA>Jwqx=2xvt z(;5j-;nd#Phxw+!59R#P}Dz^k}H4V8$JMiK?_;B=@FgL~K^h0gQf1l5rh z*xaZO;!x2qA+BV-=#ydR(bFh6+4UIXwrucQgwg#Cn2e5=5eSZ`{>p_tiaN+{cQ}~; z+8i>agIbqX9V5I>@TJ!qsde#^x*s;M)TH0>7 zs~RMf8hxb$m_90HqtdI-zFTT?_HN$l)oTagd(Y=Vgx0pTG{hERfeZLYq@h!;UGU33 zIL*{N-wGxfNK9bWsb8_2bR;U2A8ouDqtS)NNe9Cknc}q`uQ$rR&@#<79=;xMi^2Dz zuv}o|+kr``l|D>dg$eyXbiH+0RA1CK45)MpO1B6i0!k@0l%R-&K`4TRfV9$~hYo2` zKtKiw5s>a2Is^%6knZjpX3qJxzvp}3zuxD%xGrLtIs5Fh_S$>h>t6Sw%6PWHq*#gM{s&OpM~O& z&qJp}%`61o%T;vn0Yu0}OPbhJG8Gbdv2v$VA{oB|+MnH!RgddqIFRH8jJCPiBUMA8 zOU+y2X@&w#sCBg}ohOf1pNh(KcYH4fxYAduNuLWmF$DEh1msnwygr{BF3m!qUoFU0av^Q9pyy)=s*m*j1}* zR893(`(t^rvXAs%TxM|cI9c-hjmhl!=^uI%Fj2WSqTEECl|~I20*D%<*42u%t*=G{ zuoSQ{>suY$y-ZCgwFMVRg)hWJTCVk84tvR2ta#-zV6Ixp*Swf};P8isPMwFv{h%Uw zRKiag&{ttSH$|J7;f=+wG&4BjL)j>u@*-y6c_CX=l ztui*>R?)X(N?yuYPaD)9-)kKp6_&?VU8|w<%;hM0Nwj+}hZnJmCj)i*@K}Q&Y`|t= zK2Vi^V(Iq9;8ZQ@=8xg?J0bxxd%flZikWfT8`OCqd^UnFg2&Q%jSGB0l zyaKqak1oKi_tfAouR+^7X1_4dJw9D+gZ4q|&W!-+JuQbnO$ym`6ju^)AVHBDys2&d z^uM&X(oEOl)L0eGaW|?`Q&7;V=_hP@7 z66n1)G?BxdEic>HeD0AV-We3|>(u^hbcd>RG;*Hte|W_gtoeu@d_Bz?7JOO08WWjG ztKW%AqLU5-v&6RR$cSSVPk$uXj5-d1JWHt0j3+~t+mBw_p7qi1QkS@0ezP_B%JAfb zCC%4876RDx#m_|VwSI~rrR3V5$g{PHxR2AtZpw7`B?4}f**(dvHxKZS@4a+M(C%26 zNuu~Ugi$G%!8@^VpAUm0ZVJTZPVV;R=k7b0+(1-5Vr8<^;V&+IkF8t$@2i~awhi@ z-p;m?z?Z78LoU4qzyz4p$3DeYF&{E?_j_OY_Na1S)Z}LFEnh|(5{118HoZl)y+ICt zaTdKJka6*jO7#qS=yd=sNVt02;4O>(fHeG}cFqE+@Y`cFaJzsq$Qm5ANi1i+=qwdm zBrg2klWJMM+V5DQ@4Q|_O-H>?9?Woc>!;(t-W*Isgd*Ae(M zYfS1kh)NnDtuiD+ya~phlz)RRikeY!F*IWOGU3+@A)dS;!5no`fFOPAD~qB-Z3zO{ z=#nOoDbs)xLOMOlyqNY3! zB06ELnMGd~49w`k1gY6#wZ5FM57c&p2l9>QQ6!SmZ&pU_WsjHSnW}|0G#@^kovQOn zNKS4EqGF|WR&(5%&%KRwN>p-|JM=Jy1{TsJa0AXxl9vV&v?;)#4i-su2oes638cb- z9S6NXtXHP3k?g+VI$b?@;I)$Qm*MYE3Wzv6SmRUGDba|uT!&6__O!g%^7;XQkH+* zklE`nhszpyv)qK=+7pp}#fyBjUPHed)$B%n_?9YRMN8chqv^bZRww&OE%sro=@~K> zQXzxYDx#Il`XYgtau$D!7HOKkfOJ!n1Bn1`H_#C`wxNP)s~Z(djJ3d3G=YJo4(8A~ zs#VW(Dsw0O`niN|B}ji7r7zGQ&OE*g7`udJHw%eZN1+ChY+&K z-I4K@)H5x4AAMxPD!3@Uk z=EPC2!GEjrWQ-~qS-G`k^uCfB$2)>LE2J_FWvV~bW;`Uh;jDU?gH;}YaxS^x*Q0H; zf4nM`*04FX>~FRb;{wCTgpRn^S@7%p2q@O^c4`zpvGf7EjL;4f5(F&d)s9F|bl1Yf zzE)O1Aehq*uF8XzW!LcWH#?&ofG2* zj<`0O7f6Ze0)l$AXvBV2KFIhO^GHs@qV$+x z78w!6Isi6OA$$ljNGu_wDR!$<$ZyN4-SBJ)kkC)YH37{=WdN3eG5QXb1WN+m$fCnVa{qOPkK{p3$+YQ&YwE#0>!8jdG zwHxHzdv(It%#PH9UEonDEnKA#%WDei3kunP#O(Ewe|bcXC|SZ1HVXw#1u@Gd7Yy-p zS9<^z=egy!{IC1WLxq(>9T|Hs+Muf;0WU+5jUT$z>nO2)Vk_qxdm?Yiyu-fkqgm?6 zujX=O>w7*$z5r&Z@@qP(E75D8Af0YmjJ#K2bVme zIYgDQHMY|J**zdfUI%Ln*&jT6D!qUj>SHz7L;LFrh^wEEQ~ElOxqQlamU`*mEPXSp zQKT75Non({E1cL&cFI~0WrX`V^Vjz=C+QHt13Vkw(&LY(NB2}Q9Awak-yM1Cd0g+9;#4bc|i1Q*IZjiJeRA!w1~vH^cH+1SiP2pBI13>zM8d`IAl= zaPemCexsW2%-fioRn;A%IX&6ZR~|e3OAR z=Ot?)cTy*JA&-8#&@-!p9Epchc^7Yj$p$gV)R-FC-$lTXi8J`zXT?l<#PqYsWGkO_ z8CCTG}_ZZRqLa#QCCa5k0AJb?h76U}}(E zUy$whLP3MQADvhK6w#>)(fc!hBlIPxKUE|Asajx7dGM3^$FmE5hbG+DaM%4LvJEMd z2EyNdqn!R(;KV)k+IRS;nmDamu@2K^@(YDk0wL$iRAXNUE4AE0K904YRJe9z-$2@i zsjpi_s56Bp5+gk9r|sdlXz#C4$+nvML*)16Iy9E6=g_UM0O+9DSCR(W50H*@|JZW>Y)u#`qz}=Y#K1x^Wqqn=<70)WTeohYFI_R}f zko}}$n+e~!c8`zeWEuaJwV%>@6!hNPZ_(Y4%Iqw?fdGc;Ji0SSO>l||Vfp>%*U;}j zkE)n-+d|&vkFq0d7FNHdRdBmYg-T+byae7(lRHs$KDU7PIajdx&-+M*v8{)`&Gsu0 z`P&|do@^>BIp(0^>C8O5y6tT7G}i4o@_LYaBP{<2-Lr+y>bC&r;E~`!mS*xUV*x8k zasCOZtm~!fqiW0yAD*7Xb9~KBd8AnIm}@CQGFH~^RH{uuAZBp-unYHCDoAK<@>J_g zfGSflEEP4jfL0Ooix^J-*wrjWzmh;|C-Ji(&fIPtMPk?SeV^2wV;?Qe2eznZhqrge zh0}sQT5!(|KK*+K0)AHLobJkog-ZJCE39r01qgmhvIh*^@}{X{XEhO5r2?;-Kk^9B zt&P=?WPifqVb&o!lnFmIIM9kP=bHMAn71*9Fp!^2_N&2raOFw63dlGp_%E{?L91*y*{T z_wPY`f9hTTW?O(7RLyOi4O9Pc`AZygIjipWai@gg$pVYg^-42NQN^qA4H(*u5700n zMR7J8(e~x0Hf~)$L8sCeGW5md!{Y;3Dga`WkH|*oeZk(=K>MS zJjDBFXALj%!5og|C|AC6xmgO)$1Se`PU`K4+UuZ_i}$yZN?ix0$Y=pFnV`S6$8W}L zh})3vdH0rTV8l{y*_ea%mTfM?D}G*y&=Mxx_?-y6$n!I;BNLaJuF~(Fd3?x$p#E12 z^G62f^=f0ENmP~1aZXyLKELyG#Bhc7fy*Mu?VlySqI>j(NivIU(Uc4vPurDhzuZ(b z>*Lz+`bm4+-2bHLYLaVJkbnEpOkdF?)A+*LIy+@`GvMN0N=CU{*b1%}o{#H|8J~vi<$X_Tl%hC-IsVbcUWSbnQRbNsJ3< zjGmE7#<+$7ZDe5RAdppW-FrNODi8YTinZj-p;^zfjT_dnX1d{drCCcDdHv?gx0_b9 z-a<&{uzB^=sn&$gC9s3nUus^LRC5E2+lZ08R|ExOTmyzu6=GLUOB|6UC(dcS+bY0apkA z2h*OI=~aN_phroN+(7tw}%%_)rKb2IBTMTZTyRpyQ+G?wcPa%d9K)qil$ zKdA87%HQ_&FNhtw?3Ej1`Q~)lczz>0x6*Bq+Y%4TX}B(jafBhG!9vg4Aq$}850ZwL zB2tw`iG^s%1LaP7hnkiCo>b@}o(6Aq1V1_2tx1BNG$_e`DqP|wHN5*SVIN3AxutJA2#GG}{E*BD_ zTCiv%Ej#MO_P$@4_H2a|@VQjMk(*6$yo`vrwXolvGEchj#?CG zINQ=JD`tQateSXB$D{e{fCgERB(b-opjh>1#<wz0h;;`!LU-yPFu z#}s^sIZ^fGkWDezi8#PmL4_{X86uauPUex>;7XSxjx4R4Bi0h4X5vp+_~N!ixY0M> zV($n90q~<~zb}}fy;n2)K(Mmyb%3l+fE=A>Z#1ajws+(~cQ#9{E0>L*c~IPqAo~8~ z{Bdc;7p9d<7V*rgVT4;G_U6*!pGy7W{`hi~^OQ2Fws0;UP<~M&UnVBbwj%Zol>Vx%?ADmbU` z0Ri)MpsRSIH+^(4ejGWoQ&guy#fQT8zs4P+y~E9eseax#wFE;g;w@!TX=(oo7PhJP1yoP}ehySmMn9 zoWQ4~gfHy_>0=1XTr2jKwfY&hSBFKtjB@J?Tx40aaYM9GY*SINZSzHeq}5D< zBUdeh>L~qO4<;gC8X?8;mo$=v>IY<=aeVr~r-=${eI3+q-SFq&;w|>_7o~@2Ude#V zN-D6E_c5s^ZrEnD&@wDJX7;fx6A@oG;Vf?i zc%~4;@()P8vh8cgDe0lZJb~aTQLUJKBrccV@#*+0#9-#2Bq8}S2tiZM?3Lh~q#{9d zM*(;CqXwZ5Ej+ef_Pj8R!MX^LlH+LXd*=O7cuF@BE&3Md*=X=jQjxnMC&%38!a^tU^2cCIm=nw>0&)B}EmJ?(DqogOaq zHQE+PNi^Lxq?M3!vhzWjIGEm zf`mY7Aa{l-i|%SS^l{mk1s6-Zg!*a$GGLWiohKECeX6ymtRl@4ny4~2Gf?U}G*GcK zh3v12eS^xmDR3o(SEOxYY?BZ+OInI6fMoNN20KCn(zpQi&z)f_;oS)3-dOCxH2xN5 zgN~ot%2a+ci+wGF3xY8QCiV4pM{U4XZb$~vnYjsWH zFHK#`sn+yQbU0)tZtBb6XMYj7pZ-Lsak|xFRd=-1ffAXaf#{{xn@{t5rVLuZM?3wk za@@||2T5qPs8Q~i=(AqTYn;sPM1g6qj{Wb%|JJf>fMrkAJCW@LT-o}2uFL9k1Ds#m z0w3#<9Y(2E>0cd0u>zN)gZE8~aKZEb#5mj$^)<#G#@{RsT>ltGR4?m6h(dA;08NOq zTv6~6{VvdEoCW*Q?zmgj(P8f0WK$c5^T-w&xBRquP3t<6mO1E%a>rspT{fu24h6MQ zR@AaXSkAkTN6&t_vYkzZiH=dR?ThGmFo9AJV7g12AV^Q1JeX8$ja0 zLZDEj4dfC0mbojgDiQq9&2iN7qJ67&n`D=O_89=mdfwWn5%`#2@l}%i@4vbA zRCrqCLiDNgg+Xo3)5y;8#hUUry#nf0Jj+}h1apn&$-l@hU-cyD;M>2~{wLX=lpx}K zBFz?XzV~f?6$qxoId>J36QEP)$Pj2%pQXw?C;`%e7*d!y2@&fZ*&Wm6E2mkE+lGlt ze^qD*Ivt4uo#UM7w{IbHzUS!>!Ow!1x2tA7X81fuNS4msyZcB5_aNY+fW>|?5Xa(* z@8D*CcyYg1WF&Zj)52hXWymq;*sgyOtu@`$ss$XPZq?o~H**Ewe61P=D_l#!< z!&MwAzRXpR#yvP68-UAwxtnws2m_FwGO7rEyt;(${|@CmJW!B(UE}taKJL3*a-w?@ z?9>)qiPlE`nlL;v=y_P{f`7oxsO4mz=CIfMa0?Z`CB#+9G?%P$&S&Nk>6m$<6aBjZ z$l`4aEEd~g3aZcN0{#r4Cl>})roBf{2RzIlz*|Xt+yx?)uC`Z&*5^Y8=BC%);**S; z{*)&9Kt3QI*g;?DK|OH47NS(liR*H-pWBQ_etx=M2`}2E?GyMEZTi!aDl#E>WTVc~ zG0DJl`&6w*g_z7jr~AvNdw!o(1Rsd8TehVf{v4Sf)803!o7%1R26EapBXD7Ujm`Gd z#Ny%bp`q7z{;GDdfl2Z_`%uMjo(3*e(dFd((OinrDx)-9*KQJ=e`BN`jm70uSCjh~ z5s@q-^2qX?-aGouM@yGIU@6Wku#+vv@TI+zin`Y{m7yv3@xQ}wMI#a2-01>~Ws?2p zd{hhm+L`kVO#h*L4KFvTaGpDi54|utY-R|6p*i0yi;oRYmeLyJHzuk^8vDm|W9(#HVxl?!kEa>Y`*mSJnyGv{(Tr6&5 zq5|#HQ&6rr#Og!b>YX+~1dbrZhopJ)?@TCEzUh;cK%j+pYA(Ldfv7TtKpHDizS!lU zSLc$}kHBk32bKo<$~~XO(||3z8@;0b?^f(4I_9U>npldEkPg49W+f@Cw&hFAee=4X_Wp_DHxwXWnj;KL{QkV~g;;pc!GdH^ z1(SvORD1p}ZtL^NIIwngJJO4{%tGg$#S8?ZXfQe@ z6M*PPw;pVUm5IKAop;j?g9E{X_?fZmKs8Z*V-HKA ze5j>*P*Kd`NH0eq)GK6SVZ;$gy{#S zTgc4XF~}YN?!9-4A(R0-y`ge#Iz&YwhI|Fk(L)dGcZ6#+1lZ@nMdBqyV{Iu7zcKk8xDpoz`4lat#*mnlF2MpJV$cWft1XF=Kj;Q|!a)kW;?zWG^Dpe*>A zM_O8XW$NtBe(&O26K`*}+}vCcj)a7V2dMCTGZyE2X`95lvbx%MbR-G1D|mQ$>+0ir zQ2z#3E3c*2?z49obXM23yeja&4Ef)En0(657nb!pqTGtFcKR3_3z|3gkBn3xOu@~K zpRemhfBK|CvPorPX-NWP&k_<6MxpTb`No%`sp;wGa&tvARdodzIy5`UJ{)hl)|hN< zDohmO8*p8nosENo3>Fp^N1Tl0ft4=nm%+WRGHTwDnE3lpyp;83-JNPg-`iUjNCXp0 zCcWD!o0xFNo$MCvNBz$XFRr&mP2Gnwp{R$!vL}u;lSWAT|9TsIqhG#$mHPvp_t4PL zkAec!PQt*d3J?&su(VulsN+u1_LioENC|JVQ3I_%&cwnbky_wCOZ`-EiBs;@e7ahJuv7;B zpU1NFzRf`@!dI(rKCcwjsCMS<(7_C5c~_kmjvR;ffZqaMXhzD1*Kg zkpSPStDhhEsY18-=y$bxLg0I3Iyb+eUiYnNotsq=h03kl64JFC&j9D2=5qYAv_Anvw zIDAE`H5#F0!FMwC8I$h12|W%HokIok$ommSA(U|^$C9U7%wlkCAOFovRJM|aH&xM- zdu)igI`HeX67+EFmnu~jWI^!z8v52-{LNH$X630}yFIjqdme4Xr?qX$1I9E{fe{l^ zye}dC=B<&z;+b8vAT#g&g54iZ@b*$k)p_Hc_3g?Wy*AO~(k)V=5t3mGQ zorA3{+u3%HwGla=5(`58Z7`tr64vQ08&J5Jp@@2q(afU19M-yAxA&?%*;N&5%#?kB z4yz>`)zyb>o>)RL>q8@=-%!lFSTnz9E(64@3Hrs*J&4K-fMdJnZ$09V&;9ZP3OfG~ z|Coz9^4ZyX(4zbVBJgQuq~XmN6`wn%aFV>mz}qg8og`6kTnAr8wuI%VG=%XHEy=eT zpe~=L8b&S#ioOZikeuEKD?yvU$@0w+iKh7`ZJY_AFeZuQ>5q%_{sTX-r5wHWR!!r3 z)zeqk{?vF>?!6~8eVkTUZGQJqj@Noi;-%*(22HR)=3eQ}OVP^75^eB_vc`_$x7LIX z{tMk?#JTrLMF(jN43NH0*vPHM**E<|eNk)Rn)z1kJ;Ra4BcYlf6gn%&bq;=qMd!X^ z+WexhXnFVp*}EgDD}@txCO3SK;vB)e2q|P@k6YH&KCB{>IA#$=70tN$CAeKD;RBaU zM3W}D&{Mt2`vG@{z{4h({KnbBn5W4>b2Jpu&p$Tab0Q-+sGv&6I`L{mq0O8oF#{BX zo|p2ywS8=+B^6k|HExW`T62h}9lbvnXAy_52J2C^UrHqHMEP7#R(pf>n8IYU>J!Mm z#eMn{v>(u}WL3^qeVeZ|M$k%}C4}v*EM)o}Yo-m_n2H6tm0A*gMh~aMT^6=K$8kVM zIOlqdX*McS4dP_rs<%;a8j6>dv0j4ss@bNv zK5`OEl3Sn8caDXg_@m%=S2B{@TV^P8Kn z*YwYJwSpdO8?}5sHj0F<4*qp$IM@mA?VT}~dCBUt{! z!|`NV>|5C{%J#_Sg7uawchgRqi5T9^6PdwcwD`~rBBm`Ph0fr>d)=XC=J|KnHG>YM z{MNj@uq9{ND2aUU=qQ_M!2n66%}|JjRmTfM_dx8y`!*EWhk6gfR?hQVs47|NxB0J9 z7n+;=cehhkKVfB}=4hw{YR{CQp<@jzp??OxXo(w0Kk+9re1ANbkI4Q&N&OwYs6RVn zd(PHpaY4x{-e-QPZUGfF06N?ECML1~Rp7MBN+uv337__I^%)mpwI;AjFrH1Q!ZOnK ze#4txts}I?>bAt0R*VXh_%2R-cRK`@clW|s!jl>yJY$72k|rhgrXFvpO7e2`6HB94 zqsS1C0uwz5j<|2=NvSUHEeG$nqu`qaGeBH-HfEVA0&;N2@2|OipuNPYxsNg1!@Tsp zgLp`Thvml=e&JmXG2QOBkPi_mhUT)KYidRw_}H~=bNtOWGvNcPp6Tl%?X4KgsKkHE zgmN zzQqpA9SD}SpQ=3_pT83UsU5ndmajX`@S{#UW9kFT$|Sj8O$)0s`xcT!0?_EH_ki_bmkW%XY!tppu zv2E2ct**Y^<|3|GvCdI~o^5MahBvsT4fx>xT(Z#zL6j9vb;KQk*>|73x7bVE+2jiW z%YSE_(&Ho9^aI+0cUh!G*L2#Anv3QYY$C?ic~-i@`d5Rl6cCqXy>7^w)%dNYuvfe@U;7We}`w<~xd=tP@9@_@&5s%H^)#(bqi4+F34EOhjm! zp+~4_L|6xLNn=J*=faOPQjZk<_2@aiGWb5&UN#w%J9l=}h^AWDbw8<_K9jpG`PJbw ztSMMoD~P|@SP$1G?8L`@lTw6oALtH3V;d4=QxAgjYtc}K0!t~@Yt%87Y*^2ase3o- zn%`YWw~H7!TQPbB{ETMSIZmaEyU=wLyDuIR=WRvmiN8SK<#hR)&w}EG!+Y`_O3vv zVR)K@VMCb%Bex{qEdgBCtShxy(rk||WCy%+$W|L{cEGOy=dm$BFBQ~{YPV0^dY|LW zcMQz= zDU0Om+l#z{M#wlWt3VYy(1NLJEi4)4%)=yqg}o&}&w1nmMS&nv<1WUUTzEraMP5Ak zw)^p<8yyP^R(%cq1o8zw%I`j;anc*w_%ylT-|(#1&VpS8gftI>+Sru$UW79g@y8yrzQpipdgKk`-rV7`5I#>+h=JkV!e@ z+JE$+_k6$JMZ?3_avD+39ffa5rw)u8%O5@zSmL~WV?#X1$zfz3w{S}sgND`ynvCQR zzhho8omLbdyM z40&O0eg)_Xv$p{mkO5C7P6=KfBhJ3pn;I()6ZH|xPrv>{9o)wPC|dk{Tyu$I;Uiae zskk!kn^MB5lXHq$7%wWOn^Da>5y|)gYhyK#UF4)c9}6dhL5*oBt;S4@%fB%lY1z2b zA2MpVC+=v}U>}UiDz)?^SU}}H$kFl z1InRNjG#6UcW}Y)EdCA|Gkrkqpx`gRE&c`EGS6ky4&oD&0=AKvsHu(&kw_$^JgtshoGz3M{WdRla zknWQwFG1)!3MC~bez>le4?tYpPmYLJn>CmNGg200)q%IJ;Kc3k>n{%KFr&s{d|god zR@?gpqlYwBVz=qB&r_Z&PBK1JIW-o26L&h@F)C_pV-tm!3U*2<$$=i>W59X`UbPfH zT^r^!iiZ>atq)_!qJ;VI@Q`G<;#f0ndv$dT3U8jB`StnwJ#}^Raede&1lYIPZP0pv z8VJUVN*<;8M)fW?{||g{xhqWdHrTX5mjw{>*Sh|5!h^%Z9A6+16M-GEZE!Gb$q5vK z0qu1*uWI;9j|2-cMUDp-{8nCmq#*Y0fAE8H%r|pXoSj2@Y3ad}{ix6rwLkYDXHYz) zVO-`p%;~BX21~bM^73xr_Tn)C&9kF<{COs(FNwv{owNf5cS(>_DCnb`aGk_DjqeKZ zMBMNNG(yRN-(;^eH!zghu^}s{hO69Wgzw{ID6Dwp0_RX5nm$MH{y-CZ{nV>82Bw;K z5&!d8fWhJvSX^*s<~*bt2IheTbwXHaD9kSK9~!{4&>73m#Lj+*#c|^MITeL2pCi!K z)!j*&#uA1chrxy|l7gnRz|2ll<)Yqep)KN}%4GFyuT%m13_p zs_@FSHm9paiQc($I{cgNS5g>2m3kp~pEs+2n;Qs(2SX>p&Z)SC(ue~F^2N<#oqyPa zhm5|FQ5*1~$(sDm((Fpg%7pHTp`i0zffUS zkQ8VWz{A5+Tkq-s8wgzvQAyLgg(O&KWD)T4@(SFz0j434g3%E)y_42v_%)L7(mn&@ z*%oo|v@|B=t-6s5uUx!jADGi$xq*_M;5&KX-l2u5>D)bl`PtgqzO=WGq^1qryZp$| zFdXRXOVe6XhP6t+O=Jw*6I_~1I>{w$B)3b=(k2RS-o-z7?3Kmy=)Vt<1}eDVOO1nu zhDOcZ{Wg25lq~;;&`?E<9j6oml=4l@%;;EIA7Bj0d4a+>_`(>~ zNFhdi)@6xHbCil_3jZNLCXsqW3YhKYmFWM*+d3lbRA;0`FZADIH+qA6D)^a1)8dH$ zgS?hUXn446$ua28R{KccNp5|a`l;vKI>%4lT)-$^<ktW@(+zvk8Xl9>`BpsRQ)lj+5(^SR9sz;ifVd1 zWI6H;tCaqI7Wk_e*Nq!gphbup$Fk#XHO)|HOL|Agx2I1Fz!~?vPq@`3 zcD$4i2Ahi^BET&g!+h+Ns^QS>H`X2bwkpu? z1XwgX*Do92-eq1eGGOVWyVB1KS~;AH3JwgM1%yN=wOd;7_V znfoUkM;ERrI|E{KP@?YCh->_Y} zg#;@H>Vz@-Gf=DPt!JjU5kEKH3)^H_B{_QH=66vvaMFr3{S>sJBXNK3HQ&}0HvZxH9r%}%uOpAMo=$k7lnOF01Hu3Dlot zP@j82AALPD`ue%P=@}soq=$51KzQfmZ^J=FVbHIF@tp&m>xRNogVoUk>kfAGhp#r> zPxh^U3Ku9d<_B>R;LGIJ8|ygZO*1Snf~1YP`l`(??S9GSPbl}uoc2u)eBd?BJXCIL z5VqJ=7Q4VK`7^0+_45n`Q79zmzLWc``(XiX8;aL+oNR8oPw1Dt*terxT}KZ?tHTeE z*L#a=BYy#POs^d_>R|eDZI74O+||Zrt+hgN3~{C^anTh5yad(!tVmAZ^c~_Vb@HmU z!)^&x+;TPhcdWc@Ey8A#D`};CiI%i7YuH$AfR+Q7b2<{)Eupm2TMzw*sIF<1e5c)9C# z&FRKNCX>}zu&AKIIr)&_bduHyLV zMblA1xaA!-4rnSMXpLj%)X+-lQdSh8k^k@>{O}?8hU1+VedisufW(VQ&T1PY#;#%Q z7qPSFh4X#`?U=|V?!SnOTpO{49G2ov9ZZbUUKiY!nApBaZ-u%JTNP3ujSRty9Xv>I?V}1L5EI)kV5o9o-^3H>V15P8(y*})-j{-osF}%bq z%|gO;nSv+>>Iwgyj(bcmxGm*5XB>bX#6CAJn>7IMz*kSjB7qkY5tsQ!5x0Ge!r`$u z6Ah#ry0yf8Z}Fl)8MnhmU4MO5MB6xr?1_t99OG~**=J?d(Y%UUGr<;8OKf&-K-*f0=ogZp z4<#^vRXcT9*E#h#*FdbqE1osXNxxxxr|*ef8y>A|`rew1{2}QTZo-vFk9h^BJKtxMl#>uJDc*|Ac6{_4I{A}I8`K#Bf4r4W2G z6%#WB8Z#t$ijN#A3Ctub(w9f_zYcTu3<$c;yzGujj$jqvz zRtM@KSBPq}MQ2gR^V97qCs|?I%3QMVaAv0X0*o1@F<7~vuwn9qpGFphHbkRB0jkzS zy~umTVz}P_yP((>a&T?wYJ4gs7hGj1>?}n!H>-8MZ)lX}iy=|w)*&wKcKYu2yr9sH z=oZx8VestMeecs;YjHgn51gew!LCD(U)C{;4xHUdk0^ciU4$}0NL;cOf551KFEJrF zhKwG5LJrF!X2Q@<(>4ugR34cqqmL`3>W;(r5 z)xLri|KhRLk4?qLFHpn7)IDV#OcLbzSDLjy61_+`u96h1CouEi*I4|T@I_yCC;1Vt z@>H2P!&HZg_p?vEJT_)7jNz9oD4ioY-8H!uxN8K+g4SPmbZhNcA0+gn`8&nq%D+|p z3Xf1WyBN#n+w|N(^lx{7w8rWSsM$&MsY~NQDMeWDLDrw321hxn3nPDMlTwefF>N^< z34$^=|IXiqM#OpyA&r~kQdIK;n&P?%MWuzVGk4y7@Q{U0s>&~4az@JQSJ20PhmjL~65QF-W+bnm;o3On2nm~vOt@S$=!H=V4= z@2p66e&AVO=4>cUl*rrKZL+z`-{fTpl=`FNC^2dCtsfj#Fiu3@bA-ipk6*qUa@B^G zO9d+9f|_hz_pN=FKd2y`e=No#_&edNzVuGA65n08OdMFjytj3R8$Qo2Ejyp4Ez$nK z?IF9nroaL>KO#&1AvWd>H?^V2{kqBWh&anh(Kwf;zqcJ#px2D^CY7IkYv;sC>#jT# zj;D}&sO*09R4nnjbmWSNB;UoLnks?X*mDt4H%*AT_M};CJWX=8+O(&;eV4C1;ubbk zS24LS_)#pqZoRiW0vr<)Qe3~Co$hes-$chS(lkein=@YZc!8UqFgNiY4~?rf8jWhf zI5Op1av|1hWV;T;-`DKLIT(?&CjvtE?<(FGJkXh%pKdxJ55L4N`q|C&tvP%T*Hx1k zl$P}6UPs7LJ}Q^};UQjh$T_{jX)P6YXER@J{g!&0dCUXQ*UtKk2e?>rs{5_k8shMU zFprMA9Qy^nY$FPGV0`a3%|t&}q!<06%v~&mokjotQku=vSZR8yxb3ug#9k`T8Ps{3 zz^NS^Qj~W^JF^-voJstd1N2>SS>r7hS)L_qlGw{Q70R4#Q)tSP7r6rnJ~l?Lr(zl8$< zPV9uzrFJ;hD)w2cH{XU-_^Z(&>n&$8~SAzQ+!V}>edwI423*eJHcGGo|(K%&Fdgx z3b58vMh?x)@TsuroU(}kcs6f}weSxkMVj=dqk^#Sg}ONpo(YyQT(}!5Af&F+ePo1*fsmGzXTZ^B~Cfo^hDJxMdD z<*Yaz<8kuGuVuamSZa`Gm*}Wf49F)W? z`uAS2{Ihjs=)n)@FZn<$P)Yn_9HQh`n`9tRofOt$JB_u;S@kRWNndA|4nV~h38c+b zQT(JT|B}C*V?_eBU_oBbu0I^PML8d>&xBKde>hkp;sC;GpI*uiP_Nn%*t=$sVC46SV-*Ei3D|U#9?X^9FRY3rt-yFTuvw zee&k8*O_6;{5$;RY4l84c9Z>t(gQoGaIJ9@$;0L%r`s@JgCjqM2T14)8p|dnYg}Tt z%3p13i@|9{`6V%@;I_j@IO8nzUJBU-XO~i?*OACoJ-ONxxXvt49UJy3?2To$uX{mf zO?@dVituAyP_Omcdbq4_3J-8`9H+^s`{1xy=K)@90 z#Kc8{z2#o_K^@%pskM^0jmFxv9}JZ zD*D<*mF|{qkWOg?HqsysBHaSgf*|P@q*Fjjlud_phrp&ozztH;-MI;=9cTHw_dDl1 z&vTx0?_WHy7IV%u=a^%>W6XDs@dNn@14H^(V@=>9%v=H?KDj05(|#_Dm} z28;3`Sh+z202}!olow+BxL2iw&w9qS|Cw|5-|D4bD$a=5_I8l`}hiO ziy%y%44m~l*=0@7Le6?Z~0)7~kqd>M$GrR|@h$quXRo?hI?>;A-ffzv1p9MgM!iXazqZQLv?Urp~n=FEl=d&dZEp5*d}Pvj_`Mgp z&G4BQ5}AM~)fecFtl0lIwQpGfa!6JZxa6EfK)Z(VJ9PNp2lnQearc7=f!!mL?q}Nw zzH>nUcJ`lWk0b_j+`(|30*Pab9_ef|naWV1FGbCP?|Qa=?2bk_N8SdY%~AoIOvil( zD_H;ll6o(;{dpRGndeRpeKF3aTh7b#o0aGt8&)0l>`l#Q1CQHrk^vAL;-d6^Os`EY{tZ zGme{yedB!m@h0LXZ@X`bn3R_(-&-j^;)`B4;Ubc1@D`G>Zy9!tg1;e@J-jEO3hZF} zjQ4LR5J2BNq>EA+B)S}46QFkunlxREehk`OxGm~*s^bLmK?#hT*#@~r0SdSfDF!rI z`m$in35USTk@X-X3&v&S#pt>AM#gGv4<<+A0BBeMh;e3HUu8au?|nMY)0zS#c-nY< z{@zugd1NsYMNl0~PkCiP57AjsxOyk?D5_##8uBv%rTc?_#yPdkVge%b*)eGI%>G*q zvAp$FDRJ0(5FbHxkR<;fz*R9{#Wi{*H8!q{8z*Od#l5rHyUj^k{fbpkidsODK^`!s z^2aK^I;8H=UzULR@g{0+3iQ5s-{_|Y~nGD|K*8-uDwk{Uprp`TAhKuK5!*Vj3I62}<-t0+lSxale zxRtA+D*>X_u|GBfw0pFX@Cs`2&&-1LK{GbGjB#Dr@!=LSc=&6VD2Fs{00F}8Y`>o< zc?}hT?~F84Y`$VC*Oi+20+C8d2NrDrp-U0pltPuq?SZvz7%BLjFz65`x3XzNMBwGL zwo&Y;hsZHKci$`D?>Xw{-L%n+<3eA;^}V8)i?xu&`}bV^ppVsC~e z`U`70vCGXwZR^Z(xlXmjz8u~qQJE#rtXenxJn6LN*$Ad?9DO>WKN$-|e$X2b$hdtC zeRN;sufGOa379US3OV1EO4ei>O1rwC;!7LjDs_sjn2|QFQ z8tU)g@BzNWjk3?>!uWrK!BIP0C{YLd$?u*1J+-dU*ZTC17e8urL>f}GI%6XY zfXGI=d*pA3e*g8}shaE)LJIl2!(1h058*EdcXsl|`j;ipq69oD>e3B+I}FYz`9ok6 zKgdt;;9zt?o^+%EdPF;AW;_9vbq2YpaQU;mB`ztwJ15a-=R>Py2q4C|GGEzbbjWOU z)ECdUO$m38(EkDdx+?24Z;KpN`}W`FU)+lP6ZZvatRKrD>l|Uee`sCJ*4mkT3o*P+S;E1OhqNn_79!{KYjdV5_k2`VXK$kez zeI-Y0W}%CB`g`}i13h@))gYmI;nHqzDTcO8BiP%9yVqtmP5E^t!7cgy&|qZU?P>$_ zKOY-8&wBy25Izv@qQ33CgDDeZ1?LkrLvcoBD2wu$7(Am+u1V zmH=qw7D}qU?etcX_-+?8fU#w*skWY|U1XKupbK861n}`QVAE&p2%rX_m$XzXLA7GC$(C0h9giP`ISjN&D6U9J^8l zwY-`JRb>zZ@e)9L5hITaQTwO*4L^TnV0x6i&-&gz;Yly2ipt!Zulxi!U#R_8DXSIe zu{gEKDs9V-uN#xAdvXWQ7v*#$3jrpYwhtCji#%~<7xk!(#C;A?#n_PNlgk5;@ZdjZ zM+O`J2i%LGO!6VL-`!-y^C-1&WES-IW>(sjbWyQ(3_jmDHx=Z(as9 z=J#i!>V-;=q$c24azy?*L6Ul)n3gto^YT-z%^_u6_HW3wP8VR) z4u7D09SC*OnSSJi02^y{eLP4vn$QE*ZihIRF|Qa$9iD2@|5Hm#8*c{zCJmR@>D`69 zZAS<8yAA&F<^G#dvVll|0~Z=XG|$(1=r?CqzA=Tor^xUEhpl(cId+e!2j;%4J7C2RtfwN9vP<8V{fd-R!dB{!V9z-)Nj|D#*X8}fx-%lUDf)4zwmwk6d@q4vA5@Td`FRTd zlVN|^IkZtGa$fi-fqwruXYu9&gm?<2p6 zq^0z7G0TQ)j=^BJF^eHfuHFqPuA!u&zc-Whw*lT`fsx~?p|X2nP%k=?sCqa>QqV>T zVU85ND6`QlnZq*S9azmoKYAmETt)xDbqSf(D=Mz6)Mzx$j$Kg?vX;YX=R!Vd>!L^- z7sPEt8M70;OHSLb;lw;nR910FeHEiVcR|jMR2|wE8U27l?M$KZpJ31H{)Qm$h4tUm z#O~3z4V1fx5mW37i^@|tU^cw>s6Tt5xKV3bd($=?;9k$Qwr;6~74(#A`0}MUv&U7a z%I230nq*X%%n{j`gjE^i>_{M#g3o5)r$`l1-;O9d5;=mt4W(N8$wi;m9Q6>fY_rNe z4Z*qKAgo=)n1h(|MOX^XZx}=nX4tH_~@{^r_t4Z$bk|r4$4Lj=N?(S9>7neZ9J8-ZeC_Hxu!# z>hIxOjd!Cw+A0i`@EYIVn(%^`$bmA^xuty%ZGNRwA#PVgAOT&-d6tlf^v6$-1I6lvLvor$(61f7F6G>#e!qR~C!BM;fBCOn z2YIwI=H%#B*5ICiRP7ZmgRrCSoq#sq^Wq;LJ2>7wPyEnUlA{gYeVet<620uiJpsW3 z2cyCAf1MqHJ1+pwHXdMGaB_3scl;Vc!<6MZSG7w(${6Mq!LoZIUfo7Ic|Q*rAZDu;XS{R zYB_qT99whuJiwl_4)ug!V^VEzBzwZfepUu?ioWFT_dN!qgi)AW$fdkP9dP+A{vPY4 zW?N?3r1{))6YxmPpy?@R9eOJc%hZgu3>*3uH)z{D8Y}@Ni6Sp z7q4&UFdvsFVbMKDrWtW_xQa@iP<4$_fO(;fWPp>nC~Yt{KETLN9e@^jkLd`f-RfoI z`RL%4;3J)Vf~dy0>SY5@nus>8q9ZO{60QKk*XCPhnUPE5>mW83^dbm_Z%-#{8Wz!& zB#Ib^-aT$ZJF=qo9h60XGu?b4itba}DK>7TAK5WCc`qk>h=+7GI)L7yhc_YmAJQYcueizJZ-itpI;+Cw zA^_r$PaMUh;j$_<`kYe4HkUOH-0uBY(!`_xE9~$2W`A6uEE9?{-5xpK$PW&y_}vT)A%CJvXdp{#JDNBRBHzAe$0W)gi?D zSB>&)#~`SU_K)fH{U>FwyL&10Woe8~QpjWGG)cgR?IFx0d5HbMQdi1=Qh05i*Q4nZ zQsDE{elOp%kMqp@&)rmXA|BMXcjy8+=wW&=@BSQ>e*}$ey0n288^p8~zzdpk4@_Uq z(#_-9Kjyi^$Q|dYz;Zg+Zc|HDd5{a~Tkvm>y=wXCLw1;4)DuKHnwoA3&UnSoap!v^ z9Rq?b{KUD<5~wDJ1&{ugHK3GVyWLkN$r=0P<#B8~Q~#_Q`q*h_fn?v(!Yq1O%OBG0 zRdjkZEnXWS(kr3 z+VxRlRJIN^D=3MDDU_L07R&rVQmUoSb(MXVMf2lTd|_!wK^#CFJ=!6qlRsCrQ`Uq!Z_2)S-R^&=&?ljnQp*dDQY-*pqE6Q2B zvj483(lqwVp8VY+XHsA8*I0x?XMOhvlu0Gg7MNkpGbJ%L)R&ad|Ou84f)F`(5L^CNRKmD%2Q zb!m_<-+#%oWtBVXb_^)_prWH44D>m(I!OKITlfCko?aE*j@H2ss9D>V6sta`rjOe` zl!so~VY15$PsCPI@GFUK^awHG$wk=*k?$P2P#)Ey`e3#(qp!L&9M?rJa4uVZevq1H zurNf5is}i(n*gV#ubdFvi)to)^9xH(YX9idsyMSO8MAgRsmp1SQb!3ldRzw(?LAn1 zquL3mD#w;QNKg+sMNf5SVPUTZ7QmekX zzkc|@joJs@_EQC6Vf(L5L$IAk+M!n>KDw<{3xyP_68nS}P0LC9MOiwf+Ss%H>QuuT zY*&I#cw8@<2f~?E$;<+72LmKO)0ZCJRpzl*>UYZkeXRxaFSnoaO_66z64rmHRsR@` z|BGn#fBMau@PDz*_F@4dj6@qw9aKgnY9F8%jk0w@CLi zLdMtOZNsg!xYY5F&LrNN^D1qzpJ8`=sL9vY?0)s|NgL0aTTH*)nb`+J4&obnMv^=N za#jH~$}@?j2fYpw69?Hj7l@L7O@C4I{ZXTY4-RJ=0BA z?Y#Szr4DY6ax-vl?tx{QNr@5OM$Nt*Mku93mHMHEjq03r=M7MA8gDQHyUHZ|OyhAr zit`iyW5>HGjUER~LkuLos@$2WrxLO*=4!~k?vtHHgoXfX7l`ZCkPv5NU|^np&$hPG|%Mqwd-@XOk92-3P+1Pl{l+@a5o6=`}YzEK9sV z_dO-$n9EWl0&?;Sw%;}`rg&SfGAXED*gn}eGF>^FzCwu!^>U0k76yH-R=jvT1ij~j zb#fn<#v-^L(L)ADxLz+VjS$Z?Fvd4*Gg2o#AIl0o>J3rcvo@Q=NS!kE4OXK{KR(^Jkpn+20+DlKKKxAFdN3%H=~iXOE&?bHO$5fv0HN}h}Y+klt~Tf z+V4$|(V3>4vthRv2TY_oU!Hy({vpKPd!4HWTKlkA=&WsUy*}SqlZ?6?0IQ~DRIXK@ zwZVL%5g0-$sojUtsbp*>G=f=7IpC^mwbH)Wk~qnTXntVT4GGxN&qg*NhD1UPpLj8n z!AfkTN`O9-743zQ9|)Ucw<&3FjimFDa~zV&3E}ctt>u0l+GKCw$xe~UwEB$29LD`} z-;o(fK5g*$$-`E6MO{NMAok=Jct~zSa#2^6ewX15h%Q04v0^1iA*U9_yQRdl#wu>e z)QXY@=q%sKm}%5L13{d}tSXN=a%+INzCOh?zTBMype742Szby#2ra^(x56_+Oli=@ zf-ReKT2Z{zzU1`9oD+~zu1A5ogpyCszI^7=PC{j{{i)2Uk;nx~#nHMmgqy3kqVm$7 zP@t8j4S@^<_^phJC9Ia<-TIgfmgvzaL;lCVfIt(&d+GH5;sWpijGQOPeMho5Y!$d( zc{+!JSX4k)c_W*~aKhtcaGm+a4R<yT$ZlRX+^8Dud|7V zbE4YFnadUXWta>QM$sc|k1k?&%wsI^nB$kg1UCXMmto2HIep=hmXR6sVt}PGtM=uk z!w3&fRpP)-9t!)M$F0G+69%&*ztt0hV5S@PYapg5YM{?q$x^n#Kx#ZWNkW1bYp68X zt|H$Cp`&E>ajm$-piVsn9vsD(vN`5{eHekZ_RjrVDtw>v|h2o^AAikajZ)?7-mDdokR~2#?z^Cq@F`PDH~nhW(>~z8 zu^S8AWJ$liFhIP2-#s#RzC>`)<)Su@#L*^&1t@SpqO-;VT2yl09m)elDZyDz)N8A)JSWgO!A5r?&{E|DI{ zt+tXGEjEf;QF)QraX-C_k1CIq1MG=r-4{)*O|O-~7-dQ~ri?kk`JjiSH8S&`wGu9@yMOHSXvl|C8Q(f+H~Sp*dse(O5+tNN}K zs?U3KB#-o9nO@zXpUsd0j#h-U68TRpRp7xiv2lUXZ~n27kJOKW5N-|*&`{>6Qa}+w zQlgGFaaR#E!dpXJYfRgswkfb4rQ}E9ZKbPyr3V~rmr*SI@fI+XtnCW&*-TL4jnW?O zT{h+FaX#i;C49WukiD z8ve<6NqQj6OQED1vuh3Al!JHfUHR1d`-{j+UnqeM=y?iyYhCIb`jXp9Uc|E5%ZM&Z z!Ii)SyuH7o``VrQelLwUu&2f68^qU1x8aS3ziL_QRaUW-KKd&-mIz@~RyAZJdgr5$ zc&|Xw028H$spB{qSgbrWdO<2#$qh@>Ps9q5ChdokB{DAj5iu3;uQb!0g;=shX!j2F z{yBOM*ZVO1+4Rr5CDSu*RBYhH>tfSyX1%>zz0cvNa)0c}OStub>Kupa8xRfh@cI2m z?(@hAhys>etEhx@Qw=E6npnpYD`T$3&gyAkHLo((C!ggkhA+K?2h}J?b`?&wzUIxp zdSD7>aV>HauAMsZ&9)lf07jM4f!=`)+aULKMpFYSOI0IH*Y_A&T~;x` zQH#pBL8;xaT+)|&u4(X92w1y_UgnbSjj3;YU58J7%_saeefWog{MV*C*5?r3xi^%88iT4-9ot!rDr)%d%MM z-tm;Xp!;FWj`#Ix))8~?I!MB2&;F{m@=tC1Ml|ZP{jf5YDXm3!`>U5=iihlmFgrp^ z0RdCJjwt=%XJtweGyB*A+8tYo;Ux22 z$~pnBgNhHx_R<_`o!;37?r*hmrJdzb`__p(xiCZxsXGQSHcK;(!M=vrY+lIV8O7Fh z)rQ|Lx8YC|rqI=`y{5{_wOO4@dx;)#;;>}~= z4j^(_Xw|YhIcQYVc3Kl9eR)s%_4z+RG|nG;WPu5X+~E}ufk`?lp&~I`hGU7scB5UP zJ}8=EjO4z->51pJ5M6w~R-EVYZa3)p;0son>cg??im}S?V?TfXT)6(eLL>gbkh9L` zp{8b|iow!xEu-B+#!z9((BI)Ck?lJ9`fVwPQQ=BDi_=d0;G(QLaff+_WZsm|8d}t< z6s)n43>pNS8hMk1?QS;he?tSo#_tL%ez=W{VYF*5+hCy|{24y!@`DC<1^;T3@-1H( zCjv58hv%uj6|Fx3`Qb3h87U8M|BSiX2AP?9$QkzZM*+z-K-;RAd|11Mhfs%I;MaYL z!mJUF`UPX&A+YQ>oHExJSi+uX5N5&zp`1n}#Aylz>+h2}QgM2mtWwmX_k`9@#Ee)Y zf?~Me!eRJ8TsmNmxOKCq@Q<(e#+Uwc^QI`NBuHN@_ph}o%G1ij8JUCd9=l@@dSgOa z+2J1X+)@jr8vVzoava>w9m~P&t3>upnQi(dR$ckWZF zBD7iB6bu~M_FVd@*)1+0FIcJf-=Vo#nc`ZuL7hg{WwbawZ7yEO^4G1=0%hrZc)xJw zuA~C{cs#*-JV_xNYTk0eIO1x1iqwy;<0J{WY~a|MO@NB>$B|*U=E0 z^M05TkBfvW{)39hWHnS?xokR2gXJDL0}Jb8V`X^Wa_F^y+m!Uu7+iaQEMiK8C;V7{ zZ}Y=q{}o3oas^ZR5~!6$i6bRNI8ULA+SBQ{>6{aN_r48!vn$EQWMu|&(GwHz5bMjM z#R(e-V7W8uId019IsxSz%GiCIk2&)xs6oU}IarQE-7g_(rgA2n_Sszrq}0(5al%wx zgd##pS`R=nt)+O8MgEv<+JI2NcoV^4 z{BW4-hw;;XttZji&|8`m)gzxuK~!5Qf+v$9CMvi_Q`Q8sD ztkN|5Vkk2M{*1*9h}+oAZ^&nab3@$=utM{zVOjIU(|J-cDE z=hIPxxuRQxEl{eqW?0*a+HG-ooN`=&;x-S6iPE`xr;B+Vfm`fDT&D=S2OUSM+=~1ia-JOP#nRRR=Z`uNV`fG6bhmJ?-^uRP z(>4e(7rO=mjY!D>=xdgPJaY2`F_g!5ka&(x>(KH9eLw{D=AoPR?# zA0&2NgLR{8o6xV8h}8P9S$l%1i9o->1XIM8hZHeF6LRYF7X7_?ibKHD%kii~*%a6TG~X+Ic2vr6||o2vwIw2|VQ#~;sdkbxx~w#4D==+{@Kc8xh?W=W%eA!`6YKPnFP9}7wYPqut8j8r96MNcu1PYT;|6Z9uG%tKvwG?qhz9($lSRi zFp;-I{)0IzCC;HVG z{x<^^=`5wTr9#x4d+$1R%Mm((ghN09mtq9NCtKk!n3_2#=E9bto`W35(V4o~ zN)x{5hOu1c@LKufo_}o+^~neuRs4(~_PhA>XkBFvIhvz(gFHI=+|EAz*G+g{t^w;; zu36ZEsbSKFlj)wKOe^?OreW$XY%3;MGqtX*NT;o-z=)R&jLMl zYq2jg1Q@5dKRk2a;xPYu4LVQ9NrnI2s2}JLFASR)=nfJMx=+NxJT0P`QFC}sVJd!T z+k6&domAsR_SC~Ql+v?If?mLi0H~DJ@hm#$w2QoD8I0!;jI7_WtupW9hjqnL>V55L zOFQ)woIVi5kuHh)Bq&i^UycuRvd=GnNgjmuncHYmD~th-t{}IsGNs_ng{kzM-y_F1F(YbWUKbuQLbH>{(omON|VHRR|Z*6W|g?b1g z-4H}u{o`GuUVtsFKl@j{0?Y4B1E5mtL@my+wSg1g@ja0q$ql6^X6_)Y0*oagjpQ2LqrA}~9 zEDly?nujJZFJX%gN_LMw>XV{h!_Dk2e~{^=>kq$NkZYSNP!@yO%-9rGpcvCuj<1{@ zdkl#qgarKNAi&h*vKhM(W6>-)lr6grdR#9>SSY~B|13FKdQdy}Ny9%%y*X%mx0u>Z zrPK3j*8oOC)#XFWn zj17kWAUKmI%5!}r&^c!X{+jpkqMe-T8An%n%B+A(_na%94PIUrzyCF4%KC$W*Ct3p zBwir3Cm{I-H(+pi?NT88V$vTy(ja{<#?s?)O@b2n%7`9$&4cBP*?A>(3{(27RI)o?(5UH^iXnMGhS z{RM}a>LCNUh#P-&{ zp0Q`vu(yp+ntB9zyUrY-YJOXRjTDUeC9tRq02>r!dc*?TMzj~FX&Ij zQio;D41A}YFaRFywSFu{11PX*XVj}dB%K4(uF{JgXy0u8ksb1bbvxA`_A?r>{1BTsV&5p4q}Zpd0poMfiDfcr3uFD5;9Gx@nAS1o7; zfA(*DjmK#7mRDc$ig~ewaDw|m@B&`0i<C& zE}iS?y+`Gx)|2i@d-hwb{7z}J;@2WiJL59JXI%9Rvz-65vDm{I`tVGpfN1|kx|f*g{i-;D&iE%;aV<<1C70UT+yucn$?&65y1^QePWut^IX!bO79 zS+WfRwxZa2SX@52c}&y3Ua7O4FMUcZ&{oRR1DIQ+^%i+MqsKktjJX6!$fYdf5A>PD zYwKUdgaNneUh4y;tKHl4{+$-?a&PHNKuDdcLFj0#Kl=4VuRVD!h3?-3@CvW6sevK@ zgXPh^&F8|m>FzdHptPYlQ}IRrHhk5Gz!=Mn0SAB-NnA4s)rh{4nv+MpHkAkw<0zA; z3q=_@l3OKQmV%g~C$?2A`shZ>?cT)<4;Xb`?bh|$J_3qLEs`)!ieqQ4h6fc#O<0yy zpag`(Jb$1?l9u1$>0*1O9`^rsClgkHQ$Ff_#q+$k37vqJe&m_Kn@E$508>t@eZ= zAC}N%4EQTf*K3xzZCUorMfotG=rYd%nOVYLz=9~~n+q!CkaYNV;7C?5XS-;bBfa_} zKe`GMx4`PZLv2s*K7z-=p5H;0SJ2CINC))^xzu^v?~EwD3L`9-FHnyl_y8uqqtq~| z;*yW-#V^$9uexUL|3=E(#&@_wjh0~Lpw}Br0vlHoD z)z*n_Jc|(;4B7$B2_r0ZJrlwH%8ReEmOCQWty?6IX> zr@dlL=VNcOtMZb}@orNod!e|t;R8cLz)o1jt`0-U-Qg~_CHNZok`L_J{Gm$#Z&GG% zAf~W9QkH^&^swCcjL6IaDa=6M_;e5|3Ufuc*&GV`%L5L~`mH_~m1fs`4RMk;QPP}8 z3LDu5v)V4MzMxce|#$lSsQ?8k&WhEGI zZuN=$M4z`IYvLtV?@6TiZ}5adt=k_Bs9Le*z@acSnFbPwxvx*r6F+K&={U#vIZwUN z{MnJuwPQ%jR`_0Ro>>hWrP)3mYm1z z;7uKjnCh0;2%qHINWvxAEP48O^nJ0u+~@vl)KGE|_1@F<-1BFVy_LPI#`?xW=P+Fr4iH zsHoH>31OMJ)q6xkV`}$R(4$)wwOmvHb#7;2-n90ipvWoi0>xtLX@MI6HlQYVr=M)MC&oid+PTnddXv7vkzw6aI0qZ2r5fFduCG(aBsu1}>dh{Ci{^ z`@UT>4UUCPGMO>B&B*@BZT~j*Oz5qgShE9sb+*LK;8j}eY&rzw02U|zZm15*7O z4w_iN%{~Df@*KWtvH2HhUS;sTy5bviai2h})gJ<*;P&gA{07=*FD!z;S!%V{v?R&e zG5Qx62yp!PH}up?=ihxY2Wo|rijUJgepG3sqQ9Ogdi~za&|8k+c(+`;iSk8p6KX_K zoL@<8DHd9*v!$m=%!z-cK8c-8lt}cU3yXgii1Kx!O#pX%Y44|Vh^Ku51MiHc&UAwE?OpP$)oay1YI8f0=&YqdFAW%5 zFJuRNPqNWha!H`~^qH$R83?byDRWeDn3im*09t7j2Gys+K5Zl=8d7>u!6x@^yIETk z?$wXqIfEyD;NkWBQzZz(l&FRo>CT*@y5FT#IMpq`j;S+MmZ^p39$*p9iPX98aiJ6E zdlBLEY7lCN8_@6psb2bK2s7H&*TUb?W2|!P&H0emX1epL8e2+gCfGpi?3fOt*vTXw z@h}kX)r7xdf3iOQ;Nn<5zH%Aa<>x=ELU)WcB40w50ES=yvKM}RGG z?SeCJ4X%n3Yf8fW{vtvc+i@SJ;26Ckpg7~+ybQ>G6IVwt_-ZrG%f91mhcWkVHhIyr zBE1NTT1{66f6SwCXunbGJi7^8eMxjyp=?? zci1GmB73XwFVa;RL4gO0-rlxRW1O%^Q0!dsx2P(*ahB*-I8rM#P-aU>*={nGCxo@q z5I>sWsk+tMzq>eshfTVMnLo;(&wGM=;pWjYqxBb}!2M-h?a;%@=aSpoJF#uTMbd!( zN`du{CV1ryX@Eg=;k(tCLP#t8yHt$7J=`AeU%2uV>im+Jucuuy_)NQKfjbL-Z!Ay^)p;l>M_eyMYBW~G!z2Sz`b61txbfm5-{XC+-*dlh z@;Pn5X}Km{b(1P(>L1Oyxx8oxhCsdyp2$l!K(dC=h$p%CAmM8{qB&kvU${%oRlgvFY8$j%Q;{!o0!p3x3?brSvvJ@i*?NW*6ZUa%^Gf?H@IAbrw{P{T z=&SMdM$$(7J9}IVC)H3jne}qZq(-a!iT>s?eZW)c`05G@graiG*~A}CKYxWK zG&~9p;*z(erFW4e`;tb3UfN{#b|O#IdK9~DdOb?peydj#$_n_YE(PWpyP&xhSzlO9 z2vOk^;VpN`oPhgj?2fZ7{utpFSKj&qumV4kznFea3!;<}S#__Mw=jhLnrU;jm4T`+ z&#Y=B85|syH(RGz6?ayghd{&|kfv)z8jC-Mfz5#dGClZU&ypGDHw$4I=hEljvbcID z18hKI>#a98&I;jx5Rr$c4CyM<@8d@-#~+;9eD%QS7G9E7Q``J_7Iv)2fuz?%!gkM& zp*Ph9&VM>)`D9nN(Emgf$5D${kHEI6cG&Bbc2Y%NB|1h z!aJ0Z^AXKCf!pUcHaB8f?ga(Ti0xCvyN~ivYiz(<4d9+u%PX$#5hE$)*FOx zBF{C%;XYdQ`d6wFl6VlD;fp=6dAGZIi+RH>|FlaoH{hHIwFtgxE^v;aem46sqY9O# zt~+S=TM%yf25~XM$JMeA^HLTl3(FQ8i(6ZQzE0UuJXDemS>&w$A+fq+z}0 z{n@rv-Q4Zy>Mf2nax&*9a6Yh~MKlb4(&&REe(Ly0U~$lK^^?8c8q+(6K>v4pr!W?@ z@(uS=TrNBjgp$lf@1_xKLTKW5(+5D4Tdke}+-l_$BpioiRoc&w;pg372pG7IhN?4qS`8|+I=b75A}vCP zyevl@#gOEoBMo`yRx`V97lD&e`=Q;#Ltz9K`c?|9W`~$6;Dq}WAB#L4*NDRXgf=$) z!I1mc{+S)|qzh$A9DfZO9#mC{a|k2{t$X`yo*8WfJvTsX6#hi)MoR6%x7AVcKFEB{ zja4V4M}Tq~1v=X}3rJ7k?_h1GbJ=`Px;ckF%B;2chvt>gA;;yu4?YMlHJpA40YwqX zgekI;0f`F#uRqR=)Y6C^u9q@IEve}JZ?Ah_Nx#{^S_wXtXME~UG&MEls0cKck78dO&GB z4Km^{B=mJ~zN9i!(~fli_eTEbh>v{Ej|haQH+W2as$}(2qN`olF)!Hi!eo8!qzxAc zzPM9jCWeY4{zKyLQK>?aj$#@( z(f@Nu|81OhG--2>4R)r=B={eEi2C<#;#VOxoLx*^0L7{i6_)T~eCPV&lK1RoiqwF9 z$+_bPVCw8}d0l@GA5yyLzbG?SWRmziFW{rpcaxUC<;{6wZUUTb9jW3~S`+H7QOSQanVP6| zRfV}oK2$3-k*lV!!XYYj*Ot!3EOoxWTloGxB2}`}Pc)Cmai8NEg^X$(JCS1~CluhP>`&9SMP?+N7P&j4d4@Iz!@y{O| zDT)eLXuvTfgVkNd6*CzWx|NYN_+ouY)-2j z<4gXd!{o_{I50KwsO8knJHM;aaJA>8ieT4?Mx~m8*TB;$x1O?eH)pb3TQXmrQCI(1 zv?CQ*a@^@q=I2!@^9NKT<^+Vk?ec`@!3Bz*pxf9=iNt>B}y( z(cS!m4=b%tJyFlOpI}ZxoLc%p#8q-A;xRDaGP*o(mJj0Qdd#|UW{W7bo#mfiwcS`{ z?T9t6z$u&{^bPW7y)%-X%QNJ)wwc@c;)5<%6Se8pHL97(H!T00Ji_V|`hyESqF87O z9`Cs!$e4e0=ioV`}F z)lUqe&k?0SPM=%7*RZnuBz8#eU=??tzPjJx$c6H4z)eY7c7t7mFT6%HihsI3U zR!Yrt_JPOMSv3QeZysDlKisy#`Gj`FnLNyY!CwRQ{WuK%-osZ3njn(+v{d|Cn&^Q* zO{DqyZr?!@ixRqx0VsW54i%%{mig+`5F1oQ0;rz7wj=SJaW1+j(h1z=gP%1sLm3H0 z-U#@VG^(FYC39m>>Mkg0+yPtI2RO&o7c#cJGS8=}MzjelJ5$^Geffk} z!4PMhH~>O&NVt+d=(52zv{!sN%0(+(1C3Q#u7Cq(f>@ zq)P;mZt0Tlk?s}|5QY#D=@QAIL%^X^y1QWpX6D@E_xHZP_1?Aay7vz_XU?3nKRcf1 z*?T{QGc8qMvweiJJvc9g~Dpg=kr%u(R=DW`o4&1C|9` zny;9h821v(hwB{}DrK&yz^V~yuYq@D)3BQ!0;maXJHxb9tH8o0%NJOr`#Uv#RQ5zrSofnSj$r z7n&3ryTU0ZkFK(S{AEpU0`YX7ys{#cR0$>rhe6YLsO z>Gu1@-%&cE?l8~Utr*>91AtNu)RHKPnw&Qr_0-LUTpOb zWyph^{lKpFm#>?zO@x3K6 zjIP*4)c=6H!5mv3+_)@;SrOCshDcTFd^t9-S^=vh;E&3ez)i39@q0VhaYZbj39ABz zmBYt__O!Z6R%qTAeCAS9-r(I32b& z%V5Ma9>e?3WI1yK?{&!5%a?+>BnEIdCH`O(24!2(q@)$J88z&^r!eWMSqPaA6RVZlm~^~>%&)Iow!y6`R9Mh)sh@sKi{+6uGh zI&?oTroG2p4Z7y?iXvh;unr3Bh=J>+raocWyCHFdq4S53a49C~2ibi!g~4a(OmL7e zZwd9_TnYo}`9e(*hjL#oCFtoI>^{f5A(}1^IG57H6o(_lS6|la+F!vQ(_nSRDngbSz9kgwXd@Gwe_Kd*#nR`#T5Er!oCNyHA& zDdGuT?Sh591eP2;!vu?xCy8H?#pE*=m|S{{a|Sf!05VR8-b%g;ZVVQDa^gBMdzyVl z`kiZ%10#Af0i*nqsNl=e^aJu%4eCL51r@VWgO<>PXC|KNZb68|gP`3ca{U<@Dr+)6 z`0N}oo2;^FeWRsU+|kkO(#}B4*mE9o5+YJ}btIl~yb6{}r&neQ9GPH}oKgZmScTaR z#aL>B!n(=d(AV5O*jf|lZ*a5b8H`PHy(aq->VE##_2&(uNd)sBRSPj=$Een#hyc7% zgs%HxQjRfL0UQEiyUrxnX|;gS6)cMfmEjE-90_AHEvg>Pox=PJu~~iaPgr9vs)~K! zZx_+J@Z;`JR=>|V3$b~^#-mIB1M}Xd5ZmHm$^N}obkrKUmIUkFxXO69X$Imgj%be; zgZ7l0kOUIGJC=iEr~Ge~phB2p!%VCv8#e`t07n}yHviR=H^~MAEE(K++Ld8^(Ib@2 z(+=_8r2lYgrXZw^MAW{N7~~(u;*a`=XFafm0rzPyI<^tdobZaxE)0Wu;ln4I+UP;2 zQyAGPjK&JTEGBZ1OOCS&M5Vc`WBb3kb6Kkiu$!1?WjTI@kgF$(Vm8d(>)el~4gaHB zlJ%BJlySqEUXYd{fg4ncA5RS)ts;GlJSz1t%)M}LV2Ac+VKN`fPx_@%WW(NhaXa+2 zNCe#>D0X6!js@G>wEsqHqPJYmVRxKdJk+2vyTp&Zi0-iv#eU19_S;VI2WyP11df^# z>FpM(Nz~z^o9!)qAGPdE&eIu^20f)Vg;O)v*a7Ox=Uh?FEJXfZuTZ<)SVnJ1-7({d-Sw*c>(H z04`c4iq&KBRLR1M?P?@qDo{N3&h*q)ZoxIv#|zlAD28R<@^xf`;L;PrjZ0W# z3WAcvT6=1({FhrL?{N zv0P6bTw|JdL_xw3%p+mKbIXOuci4tJS6c}Y`D&D-(}|k&;o}se0cXco0gtUc?>yY9 zBATj53+r->{;FZYJFRgVO0dD?3-{ir8{`LpwIiCZzg#K9|CoGr&nNG zmM1P3xlv@?>O8k=zrp)| zUZ2G`zIu{Q`en~J(A2S0DsYJ$C9M*TIwY@_8 zgUci==nXW7Tqv8){3nNqAztdC?{R-SQJ1q)xnbWd`IZ|x284r&u1hDuC*Gw6B-&~L zPr~{9(H{+0md+=LnONxjUoLC+M=V+A(R_XWHwbI*dC@5G-M1LqZvkk!_Z8yiKIgC^ z)js)%VUA^5uTU`Q8B+Q=y;Q{@BJbmj?=1R(mc%qZKN;NhWn`>~kIT>*m-6&_FL?Po zEOI|V!#9BFaR2t#IM+W7403ZnAaoMB3g%B|9%JjpKd4?J~2Zd#a{>=7gxAC7{?@3|b#ZLD_O`mdtSHFH za_rRQi#|r_ST=}<*VT)imsFtrms^oDx~{Jr8>Ym*v)GGd%Nf7HF>~JW$W#4)PZCrk))K?nRTB>MQ^T?9%?oXcStdiWLVf1_1&y{5q6f}Obi7j-=R ztICrx34%rb-1B7734hhVdZB3_*Cr;$b|fWKzeo21FCQMfy3{)u{jnP!jJD+gYJ$*o z3*!IMkkIiXCM7Pi-A6tynb=2*$P6D+lUNfI%!aDWDXgNj0$$(crWCx{3;xlp|EVSs z)9`J6inR~ufnVNLmZAi_v$6h%fIkvp;&rPe4sbe%FqZRh=6{JUroecW0<%{!%CDav zvo@5&q}4_i=AK^^zok~3J&zVy0`{;507D;d%ybrnm=mViwMu=Xa1N0T>-s%71@z4lvkY}aUOV?R#@P9;xbrv z;9N3f_O6pc7=ck>=QGm(d{jwLL}cRfYNdxO_vX)&FaEotzP&jT-hjDl=|KkAXYm$_ z{#TmOg0d|0_m3X8GFS||RfuLPeX^=*9OBxL;{0sXtJS+U|9cO7T z^>GT{n1-|R%>8;Jt=dfKA#a^NYX$hV$F+0+J42A{14~03wj?`dqS}Rjmj%0W&V5;* ztlGVpfBkja6+_jFmt=X$Rw&hEQz^RAdii%=z>tt3`*Cx%p0!H&TXO-rioa7MTl1uI zVvRe}S#r~sUYvHKgiGOg^@a>PFLCv@i1u8))ImI+o08<$qmLEvNh2-$tUF6Z293>F z!v@WCwKsqLmpV**{&8gu7HRWiu%A}7dI)3&PrjaW-NMu&6kWK?=yivia;#cpUv}@> zx!!%%%=#H_?ZQM8-#b}W4QQ!G#mVsl0-NVQvBvV{Mz6Bvrn~N#Tr~Liv*jpvt%`W@ z>iJA9rOWG`ydq<2bmn(~F5`oIsp*+tmZtT4bd0dXNjHt|;G`Zp%}wei3p?eq@M;%A zBO3P7`X13y77(v`9W>=4lYm23C83_`YO6mDE1q;KU#TlS;pa7g9+FP~z&Z#RD7@5j zElppA$XJ!HYjEdA3_B}wdi;^2}cdAy$xU z;F7E0`!>xp)dr2WXe-fZ-ad0LgJuq8P$eZCPZhiXef{x4$n2{nahrx!riMxA?~x^D zbg}JF>kl{uz3Ic6k`@At0rO|VXk2oE`JRi0$I550w=Ov~0p${x?WFXW^#m!bcX+*5 z%~Atf*`8}ZZcaOk`!fzBsL?9S9}lzjl^T4Y5@Z&jJ{Sj;^qzzo8V+I;$QZ*=y9hlRtG4(luUaVuau54+F(*&y6-Ni$~*O?BUt82uh zJmauUp<{K~7FH_+z`+ez4mxwL$1FZ-GQqxEb3SlC2kGmvCNDu6mClvg%B4?FrlDB} zika77VKkcsw746UuVa>)utTXXeJus>sq*3zIkKBXP2%&PhEJTN*R}hpn#CMVG%(Ii z5^CXORRPYai<*95V9wen%eUqM8vTvRKcWYFIhw(k;PmZQT-U!ZQi}z17fCst-xt$* zQ2o|&typZuBui58)MS0bALBp|BC2AQ6zs=dc*q7sr|}c;*8*ezjBquda;B9^#g%im z3~udvZ*4khdFF1^`?Z6cj_*d)Z1?Wm4&2}|+xZ;upOujKWw-f*fHz-!(FApp2ZxR2 zKh(FqE+MWh8!Aiz`+{g>A7nAu<+D0+9D>og z)eh1HZs_LX<2eu4E^A>TMW|us^%=1yG(!EhIP|(bQIw~W;Z)*cXpcm_^JxrJ>Ieey zyw=%PY%p#K#lgGhR;E=W(}g)XuNp2gxRgcaud-@jGP)? zC^{0~Ea?1l^CpTqY+~#?goIWH$s^<7$cIA+gzHUw7#{IzEezunfZeE0^W9K#wLI(^Qv7g5hQASPXo7w~WE4LUz}v@9?SqGL_#B8;XX zU5-XUMi~?6V*D`eq?cTR;8I(?u0#~V3nLRu3sQFY&3&xR*y0vo|2GRUVd?F@!9i$6 zt5>;RdB;8lsfniQ5rpo2!K@S45M09WB5FgTOjDTK9lf>7lH|*EFU){AGQV1yPPYz7 zBL~D7eU}1!PqWHPzoz8MZNvUy?zfI30xnI`j+AJ3Am+y9iq|iGMw>OG;$mS|URjch z-BbK*|LC->ngUy7anLU`HnqU^5ihRwDou}7f%wBzf+24thq3;yTbCX@@H9p0SPj5# z-MR%JlYr>8z9d&vRuUAw=DVFAB}-z6OoCx(|G@o0x>E7#TF^&x*7z)5iu5xfNUTPV z=dpHh`AnMGDdb}#1)!#x-jUy=^>vX1g&K0)pWaAw083|3+**^rC#dU*hTN_OU{z27 zQRP=2&DTQ-@QQ%r-z94_e<|jq665SUU?|h~ju7x0ykjkY@4$+je-z{^j14gF#F{F&c|{8zqJ4eZX-H8FpWvTUiw!11{;hD@0;>q zccY*+JezZ7*gw#|Qbb#cI#gJ8AmNEoZ@2BjC83(sDnyAsmAKovAs1vz!|_7Yey>)2 z8qfR4!_7Difuf05U~Wf9a8GczJ-PvcG;6j5imCCIA;mIbG0+EBlHM@FQMni3%(fZI z>zhWX4?iPX9Hx67|F7HeEpTAQ11_LuEAcBJrz)noAA`r|?T99KW*rmUxPdJ8yWUW# zJVA0u>o?`8Lw$g;9N+b;VDGoxXG#?}qJX6cY)qt^|i;Aw?x!IYIf4kU9Cn=WPf!la@7o&cLtVx+RhlH zZ}w}Au-NUUGvW_3!piubfK@EW^7KR}w~V@g0Qtvs(aakg12wEYSCDSvC9@APx~Z zK?ondFc+)iIlqEJPNJL}+Th2X50S;t>ta5$1}G4WzODrP%@71QcaXbp;Y~#>W)up6 zJ8EX3nqcSE=2-&}+}AL04hM7=0io#DKNY7S*f|iTB_{k6isSLXQ7BiC^Alx7LQ6=O zxMq+S$Thj5N0(MmeVR|sVY0k!#dUzfM^Cu|53EAc3q=F;S>iLwKKLjGB)zwJ=w znl_0-1a1lkLAusX{&Rgp+XdgtLTymfRXH7p2)?XsZi~tN_XJF)x_8?qGUZP-NAh|Lb=+CQD+{0yX(8Y}!cF?YZPxG4x3v`zZp{lw zaL{3p(C7aml$&vOnM|9)p}sq0H244S9P|Irpzh;?JSKhH}Lo^pN1-uM>uJpex8Zichf@U z3Ga5icUXUYZva8!#2SeA?fHGlXhp^dU7`y^`7vSr+z3|yKQ-PQ^`^BaOQh0i*CFkko4KdoO){)%vPO;61Q5T%9S6tShCa)AhbcGfCevi?= zH4uZkB$6+hYPTbOHADphyq$z26i!dUC!qb^6Z;ZVvYdG=CqQRjN7Ftc^5EIdHQn4= zS8*_^aK^`%jH1$3?PdbGUD$<_ z_%2yPm5Ce#HiZwO42vU7mtQGwjoK+2?LE62mEYQ>T&((C&#|hRZ^UkLIxtr(TcZV3 z7&D=ldF4i5>2R;V+eS$4f7t4^w~O~b{(_65q&Y#bwnNQnKRzce%v2K0Q8L-h>MmJn ze*d6u53OfQN0-Mqg{K&s1YyKqRntgp{4v9q zJMWfRVox!}z_s=(Ln_764-VDr2GIDd-iyA=)kCGj@PO{d!Zu+F<<&-}mKbIBhl%5P z$-mVSp^_X--+A=3?0?2Xqt_gexn_B6;#q7ci*NsQT>PhhhM%AzWpl!%=<>w;wX zIs{SJ)1%P6_MU){u*0F=+w5%k4tF}OWk|TS)}K?}zyS2E^2h;>yw}`d*`i}=ryw%~ zn$UM^l-5lZ!=L+1FSGIWI1$jS92?(Df)I=P5jyK$NJtN8I9Yk-H4nI`f7hIE(OiA7 zc%;8zBSJ^`@xd6T7{tzN7jOzq!VSwm)lUWVnIOCQ7i0EZXYbZW&Q{k~>y|C2QzO>S zdF zN45sje7N+L+U^HF4yIgr1Y$U+{q7pu95&A%b!b9j>{4m7PtFo)c!4Cugmora8 zMt^kBd2)Syn0mqa`5eRpSU}PipTH)+5_)#MS9$lAOViFbZ@xW)5eM7>WmWgw3b6Z4 z<{--J--{23IQ$uB!V6z4|z{ZTFTIIpbXr6Lcjo|Y4kY4+RTK)oe$}yLfRmD6P=N zmeUS`<@c1CBe11p=XWnYD{{eVHsxBg{&m-0rD>-ce=9KqB44|tfZa-KpV6mly}lk@ zoRz`^*hJ=!?opt$mKI6BPdGf{!$pC!nct7#-d4=MUH@7k7ie)ISgm@fn5`X*30i>0 zF6)cB3%MVJD%hd4G}-2%r?^D_y1bb%vqt81F;Y!GO?_=?v@mB+MDkMMU~k<@CTJhk zv3tZCvGyBgr>eWqg8gfzTfQ8B1#S-bFoLJ&wioj&sD4mFMlWKBE7pu3`&z}nS5-Q0 z3l>NTLHDJ7pK_>@(lBS=bXSdd@UPK57dgL`693J@E3TsdC8wLp_w!<(h5LA=G7BD>kYHOfIxG~sU;(n z7C*=?mTB@p0HK|Gg?jR?#%Hjxy(8=se%g8)9?myq{r%9_$MKErb`w=iLv|v&sb{cT z%e3#??WjqAQG}YWTh!3`SUamf_VC5-)c!gS#t#jV7fj1&0J2X*E$u$jD}qs;<|HZ9 z=l8=77l#eV6F;y8f0_uK77(gJoM@YpmI6%B`S~iEyc*@k2V;Buc`MOi?Xj8o9Rb=$ z<+!>V6HH(z3s7o*R#qjcA!h=rlTprYiNDOEnR#1+K*X}HvvfJ=g@W59N? zy~Ng3-i~GNWDo2;DYIf+=hk3fJy0M^EV2-<>hDX%H+kSiSW}_G@8HEup>KcF`Y1AV z+!^QhI~!+jTb z|8FIu$!pq1$%0hYU5a#L{W7%pZ2DD%gLimmtM;pL2ymW{JIKYc*zpcVI(IC{6dtBz zS&NqTyLi8U^7Kt+dcgion-Vgq|94q`S$y>Gx7O7wNNj0YcU(N(R`ZtB(z7eYn_QO3 z4s$ty)y^_}cJVY$Dit3*)w1VInSo)~q|di&c=Ye}J99qy7H6fw_;y0A@h>ZkMkYCL zeh3*T_5&qUa*#GXxjJ&+%78h4k_Q zl9(wJLi%!_bv<1A)m_VP)*bjFfAWYJdA>zwe6xaw-tS}5k+QVm%_ThREY0v+dHZzj zz9bWk*^eU0BkXq2B6d*=bzbbq=`KI2%Suf}^Zmhqul-kMas~3+Frs0OnEIKRVdCck zq>WV{EXP$ItJWo=bEk_7pWN9QUY}tdfIn&{y-Y()Kgm$E8rzw0o3TD^ra2uz`(pW& zO2nkrg$gT+?8$4zUTaxJvQbT0-WsojOP>tf0|HF@h^s<7A5%cZiD&F`$C zv(E~C2<_yEB#_4^f^X37N%Ub=>f9hB5B=X@JnxM3KvpF|9Y!8^Gh{ta;Kqe5<4(It z?d(c#f<^_rwpWSiAn{mB;Q7c8=8r$vT@J=1tC1q4284xknl& zKK6-}w0g*X@p!Jff!l+&D>Ep6;1ZSTE~I56E;D6KSn<+cr1>j(;SFq-cZFC2>{nnH zBjY?nl#!ScjUEvzI~6OTIPZsVVm?1go>5Nh9udUK{ES|$N>P22c!scgPLB6goXiTf zB}LxZ_~_d!XPu`>w5*!h@g^V8-l>7B*4Sr(L@ja8f24EFPS~l>eWA*|xn65QCU8mw z_+e8h<-$5XBrO@N9UKAiFzf){gysZ!~m$UbaC1MSx=)n%(rq3?oZ9?xl-X>q#OK^jYEKBFyj|mD7vP0U z;1<<)Zy#B|7Q_dysqD7+juYlH)>BHijBNd<4u!DQ`PLU= z#4h~?(RvcWpFNxVl?GqQ5Xp1WnNX@?&FwKEX9JE**&h%M9OnnEf%Yv}k-?V;{tvuq zvD8Ut{M&NdUdm;CTJ&`ynd-*A-VxMh&`(=tL1d+CqYQtC-u-UzxS%>R#>5{aj7r<< zy=)On*Q<~Vl#$hgMqY{fahpC`fiZu^kDwp1CpSxi*|j|gm0NeBFlb1Qr?zK6$(XfA z_VA`GswRlu4;o|v&GbR~R5g05>WKtp$X`tdUVvVfb1|Yl=nVF45C=`P8}T4!cwHYG z!Jm^~%KcSy)vQr67n-V!G^Q{ZSMGk$cW%pUtwgE*RgB!~!q)e3e9r-M4%cgl&{tZM zQ_wMJ9j}&VoJ1`UKmMla!4_1zxVq&U*gX$HK4UV)oWIm~S|T)>E)evby*`a@17^

^TL)P=&fU7FX!*{M&s&k&b2JVMbwR~2;OXkzNqZKmp zn#6!+N>XY14`i!nvnn<5U7y&~77JqUj07iEEmX9o7wX_wi`at_GStMtu##DKS6rn` zms+LFFnU%=+->^c9C>W(ko@=qbTCPkb37S%?EmEALTcf-dt$A_n zv`v*cPq_FuNTi1_db1_Vp zj2WJYK@0D3YXPV4+D`Wn?{^|RqKPF)#D){j9hsa?FR!4zQqaIK%Wonaz`gf>?hRxZ zejF^U-mEK)Lb-kcR(%eqp?ozvYbeA~tq%W36(@F1B#cy2M)`0v>4u+_x^8|Aqh-K; zIzv{|rO9nlBqPKwz`Q(~Ea{x;7+{4Ge+o3V>N)A92l7gJn=F9dCY@^%JT?}AF^A{GJ1>$k~sdqoBDIvE+)~b}#FbI3( z+b`{qI90nR%FPRpLG$W`kG!~bEwf5DP<<`z$q~&y*oW5oa2!gkkfP%9SZe}yYpdeR zO3^fI1!dM6y6`T@TF{_G1hv!bXx#j>_rU1H>H@aJJ2p(AT+!2a<|^u+gry&bc03bb zZJQPs19IXD8tK2LKF$Io&E917_f-L4gWKw&m}j+Ezf4=YhSR{Ao3SCn-MI5O6iyS3yLt8+!$@ ze3iJqE2Ue0hefp#CY;lQ*|45pmxaWBTUxTLFvbOh{F$j~;KhAYWV%{7RbUb?kyQDg zswq$#s?`x{K@V6OP7=$1Ol99fg{$?&q^;Eg_>vy5Ix%$fyTY7%0 zW74bl@2(FkX46ei|H5wC{zaoU`xhU7W?mi#ubc73%CtpOohLsLv71QRzaXM?9%1v~ z6k7!1uiYXs6medv5o>6VW|7||oycp1a~GWAtKMGnGk2tVgT3^bTGGjCsg~Qy@6)@) zRkHa03$n1lmcjZ4*ONtrn4MT+S&WIIqnC2!LBcRJL;<3gl;%{Ud|?M59D6p#2Kvsd z_TU!ShuY+A17x<%M_kB^vPYmxM+59S=~mam+tth$O=%Zf zJ$_{@kjxirSTs5A`cIByS2L)dWZw-jRc-j&wC~;HYbe`k{PI7ehXl&qr%Jn!ln+Z{ z+Rz_aojP#Om<&^BBq!XTR3+FmYTieD+!(q>zKA;Ev`#Iu!a$NV@;?qGRRYpt=s}C! zdZL~6plj%JD-52t2N8zhzL7dSH* z5=662)@CbnHzG3ltNd94ErCis7qF5QZ@hGsU9Y9fW^?4^A=7H}Or&mmA5(1F^r1|Z z^M-%g<^4evll$6kG22b!fb}Xm{jurwB&XkH2BT7gV{hxR&Z4qe|HnpbA7ty`2;P^I z^s{#YN}IoN+yhB6Z>ozbu_twyNwWx+UP@ulErPA7i~9l#I5THaH?fH63~$l(4mJ;sZ`Lp&r4s z7aRj@ey;_=qjkq~&LlMr=@abhhZsc(KmQ;%6ESm?GNT;70*mSIc_xw+=lN4{%?`6A zVnvE)Ew;M02T#Vc9Z?X}`R2BM8QT7 z_b>8CGTf7~=>Ymlc6tkbLJUX>4;?cjF-HqHZNIX2Y{Sms=D(U#h}!aw#%Ivh84b{5 z#_8Z=MwBk;!aFw4;9SL}my)6j!xvG*P4t;L=QAuvX?fqtLh^E4%Ac=lhMHDFy!#K> zNgv_QlHvxX-gITH;i_tiM1HXm@dxuJ-G`H19MD#evH>XBzUITH(HS6T zaGN5mn}jAyjA|`AD|tl5{Z<{{<7i8~&s%5jkL^z5&t;%;zID4xM-?`mjy2yg#An& zt1z!m?&vvoPg{CQnsnM0Zktl?=)U`%)_*tjxfEGY>YgBNJ=I|q-c{fS_i{Ch-(C!2 z4{?NyRDL&}CPTM2?LG0nrs

MH>iduICOxGUe?0;YeAabMU!toT>w-FeUI(g<1Nj z&wABde~#{A^>}XJaa(78SD2Zt^(OEc>Ktp4 zG23ZxQ>%7E7K-L~$n*&;FC>o~Prq2dz-7}Miv0!E{~j`a)Y(9vKenH&rbX?jSsW=3 zaWYR7HqZ)n5na33*7dmedfuL0g}sGLk>uX0(N2j=PBKMIe`tnFvC^uhdq3R6V>?(p z(<$Lvw?UHtA6eFqIZTF5Zq9H3F=!7iJ52L%=jt;pq&w$oG*DaK*@n(-%MkP#>nNu~JfLy4>@Y-via-pBOsP^0-!5NH$ytO5C z;9HvNpl{a^;$y(ZE3z7cU<=rWxzxWCk^rl{cGKepfnv zq9wMXqd;3CJs=g6pYJOhTeb&=?;RxPeVjYqxWm2AYh6%dcg*}S2BygIw{9|>bYHkP za3Pohz6vwU$9Y(Hal9x^l7g%RFS`nBO5DTfADP`B4fkB`)=t}zn8gvFEve!!9I&VJ zGJu9N0khzY#UGHmPg~EC`0$4r)-l*~V_W@MUzo(1pU7DuT^oPHGl z`K3{!FRs#bv(ch1hrDOx;6c_GR`z&4LXJGVtC!UtH(O>+aD{@Ztqh7I= zySO;RKO2DMICx9&@~PZeNyiW6)u@DQ_J}sW5hW4@(w?CK}cvGVXrQ zQgx7$FP!S$@L4_w``EbGb;jTKQNOpSH|p=L`FQr`i!2@j*wtw{pA#;Vtv>I+>l&8k9eZ7yI>B-BckMNBHVt_d2C3icgDZlV`qnv zcQk)Q2$kdvjhOjw2%7pI&{VXz-=A%7VAK#+hCYG?$@=*uG{CQPg0Bm&O48|mv6=o= zv*0e5MLqEv8?{+Dmh%f&TtkMOzDFG`T4<=GN9Sf+F{`pC5%|GA14E$S4|8et+lHDN z%bhh3Snr9@rder_Xy7c^;9f|^%y(G~kFP__MiLd$L6J}t8k}kkCZe(={Wjl>-ZsDK zWy#_?D2lv*eIt>TLbS6d&kSnyK;oXRT|JBJvdkU`c&aOy_IFt804jSj_6$rwPiHLB z`R|+zv%5k8nTjAlhRo=RNL0izN?{J4y?DZ~NuhU7Ku2Xu*_m(;-X8&uDi@l7>1;qk z%ttgUgOji=d(dyC#LLjRWLzaQB7!;HKLh5qLi2J0yVV)-41AaNrs(?OlgPhGyq8%CM34a29G{Bv zvy;ANol7R1JF&_#xh!pMWfYD{GL(09OwTeo<`5Cmo9 zMj{P9toH_E>4dHQ$&6hHOBM2~p!&+SnfLi{?ZxKVe+uh>4JL9k@(8Vy=m$-cVAj)B&lJ>u z!4#xyY1}xRgSUN<>$KZAC)Orq6E219E$NHva=}wPggze5`U#C+IKe5yhc>XF) zaAS~Nc7bLS9`^7JV;->eYQ+EQ9BA>rvqfFvqhT#Pj)IAm#_P21K{u1V()-74X(Y{okLn_!~DZ$us!S{wWRcC zEHxWcld2w)*hbL_&Ft=jg?wPgXT=C#yQIEfqme^1Bl1n!lWt*(@uIHl%7yGEtcSm| z^wnU7?+Kk&)hY6?d`xSHdHaFU{R*?@VXewa?Gp7&V4vH)@cC-33GF0DZWW$wzlPx3 zdnjU^K+JI1`7I1Yft|#2q+|+g?>(~v^8zQ#O!9op z1t`r==*`DUlXpI2@|VLB61&kKA5~!Yv->q0E4)p5Su(i}4sT#tFOYx#x^Y;jV*Jjl z%Gl$KuYceBXDYeaYjRH0S62$mIlS(erJ$h;aaoq1q6?-+oqmC20l(O_>xJsgT_$P?{Tx{cC|{`0V@Qr6&a3fkZYJD zBoOL5utL!q7Ug9yW{sMQAf!ZT;2MQ`f<9wtx4d8Wle;`y5Y4e=hl8M_sP zn+1l7Ge+D6dCarJ`1_cg#wzQcT=!F8;$X(hRo=s+P#eP^SA1~L9sU*B1UJ+&)(o2|daruqy zIvF$!1j9}6^awQbl&&y{MT)BSg@1srLF%wG9b?URM)>+_H+t*m@}&gVJGJ#o3}VFc zgG;d*2&jPJ!sd=P)38HWx1PiLi$d!b2^k>Kc#6iD(CXoJKP8=xeK`mmy8$(y*5?*k z09I4(BFWkHa}QdvsEy?ss_envXV6_0@IxE?kqO#NA*x2;?$~~|@DE%GI}hV`U=4_j zItvNv2s^*xD1~D9D^8)9K_7xvZxL&@MnRLb6Lx*id(Q>5`9w7_1S+I4riPY2oUYby z^fNu&_j*6&*PHkU=IS>pT-}BXU6@Lg2@UH9b3gYf5UBYcUce~U`!`-BK_7j&bgcm* zzD3~v^7?Ek^x_h7saS|Yi`V=O=|X|J3Bkg2JEaD14xz`EUMC5l$CTv0<^B5+P@wsG z-asBb?s<>)q9k@G4aG@nKvd(wW3w%cO>o6L06JXZ*#3JqAR_Jq%s~qEq+|eHmG*Hb z(s^~5>=X_;kJi)LU>^Hz%ol@;S}z{K^Z|deJ1m^21&Z?Co$2nfftif0VzIR&IA^B* zuSXUh!nV;+TUN~}SEom-OX-!lTRy-a=z0HDuT5*u5zqx$-8={nDJGEE@~Xm?RO=h* zyVp|l$Q-|oOj?IzzbKu``8~p9`^k5RwYof>1zRrL@VhBQ|E_+b#4Orw{t>|XG}`6>p5;AQP6 zo7~;G5>=syzIJwUwk9}ny*R;l#Ig%1n6(aW5oh33CKZi$j!2 zpJGlhu*H=lKnu7Ifh%5`B4s3d^h5Oa&K(PWkTq4LYNQivz&DEjR8?n+cEczAs2i4+ zgu3C4lgzVXbwIDgCEG;V)Se26-!0? zKu?H!7kwpDpf>kiN1g|Eea1?A_{G#~T@tjy(jStFx%LpA@RN9JM{gwtId+BZXx$qw zNLKr@$Vu`zr6?}$Z)4-TXlNxCRe1tKXF#c*lYlqIOu~<^id__!!~vB%EE&J2IGZD} zi5_qDeqpMsZFzGZ)&xkMw43okQUPhbte)MHw!<6qO7TG?;wj0}FwHVknRMgOoPX~~ z7OxV6)8a3yXsAc&bL^%MJi$O5GNymv-GuHq!Z-%|A0!H58rR<)bU9n0Tt@@;jfAz< z;9RCjESM*%cPxrKr^gQjtl6Lpy& zta#i9Ykq0*LPL;%ZmEk8+nD-K{U|?9CiJ?nyyI#16823n zhQ9^fzgGXT^cal&K-iDl<&W=k6o}>I9F&E?t=qvx))$D^k&6iQkE8{|u4G{6O25Q) zvsiM(zXo7kHaaFtqM6ydr%yCzaMS;p!%UXW`Yg>v9xWB%7Xn-o2M@ZnV8nq*xVh`r zd6qGS`j9;<9TROS@W=F7R}O-#_jIWsL%l#`^05|YM*)wrCS7{XZLG?jl*jy1^SC!h zwqa$J#R(_;*0x7!GV<5sYqcj0z)1tsPJ_*25B$0qvI$_8Dro$BGlfmXWEX`$0i91D z?4;&n!)95nl5oGt68M;5V>mWDy~POZLcxIBXp5++HW2_V+ap*EJko~b*=kB6nco-{ z+bSzYD6qXu=qa|=nZ2ir*NX^bA9M>4(*yjYJTJK`e^F^YO(@ zgN-Z+pi6V)p4|O01NVzAz<00gZ`=F6k*vUrdLDES9F&vL!8I8!{kPm7g`KXM#7AS56>xg$cyCog~A zW$XEh(EZmm-N+6R!C9r$Hr?h@-O}-iUzd~i4&7!#4CA*b5=RbsjjzopMD(-!BQ96= zqvAtw%_SsD-=B5~z;HNmMHH+7B0Z=DE}ZwQ&X__^(Bc9#v;}x}A_4fgS7|PlTJy(E zS=$#(cL3Z+)36*y=PvY~rN=x{C{NFsR;c>6VNP20$!oBG@UB%Wb>TI=!Q9S?dPU*W z6x4-w6q}EX{2X~*oA9C9_rNQ_a}NB$H1-oU!I#935^r1@w3@+Nzqgd0nmfqN=OB}- zT@(>{3C)`(n3BZEdiwWX*fu}}a)GQICE1t6UEdyaj0ylvL2DOgr5A4Kj0%@3j>AjB zEjSCn_@aEgO9IGZ=)&68P6?G+Fj4V($DN?34{82D%Wa4UzH@97+WjxizA7rNXxTOi z1b26WO9<}P!QBZEf_rce5TJv*y9aj<9w4~82X}Xeru*%jd(U`3@9TZ+X0S*1l3G@4 z)~u>;QO`N6YZ4bAN(5M$Qjcfz@|j7)p<%dAIp5!48;EqV%(d}>N~ zX!%sMGFc6V+hfqvvt`HubNqehJfu@Oa||kg8V)o=Pkwz54n8pMgs~Fu7y=^TdQiWp zUZ51ldwDb`%0nzkjQp;iwI)#l``iDFIp&4fa*6c>CI`wtrMBYohSL=et?u z+byzr>(u;p+lJWuqKt;x3d6&$scuGE+e0?Myt+UoArKp?;W`ee+p}wWe|xa=T63@u z5yhAMDPvXMqK4M2s?D`Y{VcNw;;bqs=$x*rnW;~id%0;dpHKxX@>nI|o%h$^13(c9 zX5$M4{q_n09?M1?u2J?LwEvF}VH^nb-u~)&z3nlmJ)8Z@6|n_S^#8{P6b64d0lpoz z#s61;M!t>pbYT?o>#sk@3C#YtJYTWNdo1Z!?&fERy&MjoVojI1- zo(K_roL^FjDVPMgzebop-8>!u_g)~ApFew>irfFxreVbX#hMobI{#$(t8F{Xl#IXO@hjZR{ZalxT5ocB@$NwvCLqW6p z&(JQ=10o`v$1Bi77v{r!Q%7H41feA=_x}!wp~*_KQ^2=%pKm*sDx#0H6CfDG*6Du* zy{Ql>^zG~dNWvUq-Qaam|1TRiWc(b0;oAvr{KzGYGpi(Uw1+l{xDf;0`EJXw@OZio zJzb)T`M-mN7<7)kJQakapa>;j2hhWdG(AePNBI zhNJRAww?zBKJm{RF7^#x{VLX2vZz0=0g{**(`k2yhz%Udv7o^3uSjb7rz#dxdZUhc zI(d<6RLdzaMx#x^9Vkb&k0LDD-o^FXl+Wx2MDcf-pO@xvyrNbRgWQU^G zOY~IaKpTBmD`|w>$g*b!(ko;a$ppJvW~#&Feq3mv2C|J4Z{^(E;)!gD%_VApdaxbi zs~d+3!ehL_iRN(%DSQ8PFXxSPm;6+fPKFi z8H|4EaJKcPqXt(_)ThEzT$!ac+(N*o;;_~KbF!ls`h`l;lxvcTgRSV5hrXc-bp&;p z^OMh*adO;uA6tym*$MV?9D>h(C~I;=VaW7vDBj1FEMvj^jS0tpjKtDA2I-d&aA~!P zL6>+WAh_nQRVJ0JzW#PvFO-rPc5*f7c+X=MM#m}wCK&re;X}ATAv1}-11gu2!dBu( zJF%%_G17+j?*jTC_S!f{nbArHOPSI}v>Lr!NrER2bjlq6^~b93lLIFEdmMsKR7UUS z;kzXN7}E=%bM%71lS5Zb*?LzRfJ$fewEWTHWE{Eq=khTjK#{hbOC z@LJTt5BvHUCYM4}6~*htm8|a@yfSv|&pKeR)pOr(W}y^64XUqIphKWs9q)(Rsf3AY zqOBahgFk!q`RVAhU<1VPzR0m34Caj`2dtz}&lnDvIgh*gGy=R zZdnZvIpYOT$hZ_r>Oz6>kR-Ez&sV)}!S3-(o51ee>`>tiLB#8quM4Ub7MT<@k1AaR zPQ*7LrBM-H(5$ZX17VHn^&cC|`R4*zxBre z;Tt(O8rt+p()%JU-oXwrP?JoecFyuE-MrdG&)b{CxKDVCKp!}@>di{#YnMg`=@Y16 z8lR-Nv42<1*yto6L&{|Nw}6o^K`riy%*)OOD>p^wWz>>P!=sda=GXxbhxg*LW%@93 z-1jC#3`##?ijtALs-}^QiKmaXz(Li>2p_}KI2{&+LpEGx> z$iI6re!YH=X&|^P^82`qm4Fc=Oln-_lJo@D0_V=+zN!kXZ>?l(4et3P`k@?$_go?s zEPzY<^aE-+Fk4Vn)FLEVoo-J1+04Zy0SujhJ<^Qq&&el5Ridr^n4pc*ggioS|ve+^6D!Xp5~{n?QbMoIp65S7mZ*dUSGrhq{VW;xVE~s>PX69dcKJ7 zQwY%qGDb|zZ)*n+9|wL6#>X5i)zm&YtVOJvPl7N1s#aRqp3N-uTIly}Ic-Le+yH4D zBniCxAro{U+eRkV*LRLo?47Q+^`BlgZGwe)S?K*9EP^fSxjz47^@`&O zlB`oKo*@r^RZd*Y9J@NC&NNStI$J|3Gb_=!_*08AeWHvSyQXwjU5fJ(qS>dqVVmk) zufPiOR#L+W3(mUvBC;j46maj6N1Q7QPs5r%hHo~JvU_{_Wg(0x`M41v;=;{wy5 zp*M5Z^vx&5^G9)Gn!&a7D3anB2$dMMQQYlo9vV`bl6i#Pt~@~=t*%%ZVkyz)M%2Cx zO6618gPp3gQPg3*-#A^Ddvsiy-7;BGTO{M;OGPhV`1e=&wE_y#m5!cki%{NliE8r2 zn|-4vJ!zd#z8Er>_Yd>_+FTVsBq^zJP#E4Tx}0If&14aD5%gA<-p{qp`{EikW#8j* zZbbNcT0la&Mhy>zXU+GSz(M~d(!<+1bMcg9?Pq{@sdO$sgv?CsT?G@j##{A_w6F

k} zu;f41SPHXB6{>~p6QB&{t)n}piasXukp$BZ8~yD>?+ooJFH}C!i5oNAS|_-AUv(7e z;)yHxT909*eShTJ@1Lc_S{_r`%VESqUOJph@8z38grG|5S*6R{a`E89x~~n)q^LWx zL^pCkM|-;q*?TtC`W&$o}Q*~Mr#{>&c7Ee?}GI^G}jV!Or;%}JAtGVFn3qCXMHn9LkaUa~zhrey5Y%?&|Z zbS~bW?9}t1JoZ2cua-+vmPW1lOD_~q?H$VI3rv~t;Ob-4 z)R644fuEaV3qtC1+}nIaAB-ZJ)*y+Ppv7!|F!j`rEZ=qsTOpUh&JxlwYx*>nDQh=| zE4G6fH7_5Ndn>Nubw8Umg{s8@-L&6Tti|CH7dWrJoK+*}ohEu`( zIwncIO8)FDn>K9pgU8{$*U9M){j~}KGJ-8P$|v<_rPEC;aiTeMhPcwnwBF8_MLfjV zl`+bz35TA&siD0xjYE}Ag&q_C-oM7Sx>*DOj#_9E}Y<7x15OyL$HDz`ulqG(EdaBq`t@psYng^WoqNOg*)hablJ%zdNO z+wC`lK2|L13#LJgZLP}`2aD9@@dkT~N?<1hZ>|mG`vf0dJz*ke`<)gc?PIf&(4jI} z_MHN?3V;(!34v_6l>ff6G~9XA&JpK$ZzwxzZ(rbXJf_kDy(4LO;h!4g6xAgtQHFbA9pbJJPoCbgpmWu)S#SM6FLny$z;!(#A-rX4>NbIUm z!h&Rz4N#hV&|hO{TX}7{+ui(D!ZGL*{cn=oxl_v7*MN~rwKs|dwYO0nk>q^9U^AiDlF(8A#Tl})XwRtg2IAOgRoklj(>EUJ3sw_Q?y*sm`#b5!&9Zs^W=fx z4c?WT{Bw&Kk3!&{4>u{fy2go3nWxV2EGaqXkOVY{@V9KZqIWerK8#w7^u;1#F>40^ z>sc$bqIR^>rQO1TlQF6<4`*3+${Ou)AHC(_s2Vi#9=s>uZ9G9($Co^ez6RJs`Ko>U z$Dy0J0AcF(Z|)RbV_F(BZ0y7H0s6a+Z>g|12INVvhsN;6n63=1cmlV6#SfD0f!aRx zl_Kr9b84b!04zwpaRIh8@#{aZUsfnoodM1r(!8J2M?o3?sLV{-G$|rGhTJDVwQcH} z;xaQ~+-ZQVQa4Z5dfkQy4IxlsJa^#Nm!HdNC*WYhcBF7gVST|+r6&7+dy?2SS+xvt zTzF~QiCXbs9JdebH1oMxAIM3?h9gXq6~cyclbjsNy663CJ2*kIY5nz^qcUjoL+nh~}_OU}NpcpS<3g}ACvrCQ*TEB_F8sw7U_sgB# zu*Ss%rRz^27Fu;Fl4qN|_c*>%1!nLp1jc#6#QPT&DIh@T3HN(9bp|pr zvfDs&@ewhSN{Td1ATtfZDN;K{Smli-RAJ|mQHRGQ?aCNBgMXuy@xUO&U6!yw>&hEB zw@;M~Y_9H@)_P4}ic?uN(*428)##Rsa;%1+ot%Fw*lKpUpm=eCJ3?{Nt}v4|P6-W! zD25lx;z4}l)yu1{aiHRNVDiJDSZE7eWni$81U@IuhV3c@vm$z7**aK045`>h^%hBK zBL`(A+9+{yoAopOmkY2o)C%>jWn$)>ig0l?PusyeW*&JXRvo2v$j*xx@OrcGRrn_w z3O40kaBu*IV*8n_t=E40BH?dZ1@xn+q3`Y5DYd*pG_?XNrhAMFnD?o*5ErXv5y2qM z$9H^#Ws)9rvTdMuX{o>IhxHvg=IPt3B^2qA5KoY@4j=d;l`sR8V;1*}ZJ%iDE8Mes zmA%TI9B!}Puyy(d?RWShNBDK!=9eri>wy97q2m%cLt|Djy$UDYMXjn4xV)57I@1h>TyWdF4r(r0Zx%0vF&h zuZ&p{fd2=%P_Oc+_}H|Z^;_lHHP9mDK^ov~Q4wOqWNEUf*rh+Q?ev=PBrLWv@algO z^rFbnkm;ECxY5-4Vn+dnT!ysr%^w4lthT-{fVH~6-`F%wCGJA%>w}$S+PZOlhTNi?|eJCN28GL^#!b0z~6L=+qc=rPvw+f7r+C{*5 z0J7To{EZ`H%p3dQ_GtxTl+m>IkVtxNM`7h0(-W!B9jBv0cB9jOG*NBGI%7+t`)T6gRpkgJ~;c7mFlsnjt_jsqvuce8kai$mu8?&jXo zzv#j+Pr>);MfCFfOG*i9`JA{37tbdcTMbSZj&s8JJcgI4Rz#!*S?sE!>bUZnX_hhO z+8pDf?*2#caNWnrB6Wow*;B=Axk+1+%{inb`Gk|zb^~tgwChQS#>KXFzBq6l^Yv)8 zaM#GXx8Hyve+VNA<_Cm?T44uh2Ij+1j6KDuNYp(t8GokWkjG^#I2~AlxrxIGVMQGo%hM(wk)lKkrngbuVpbzrKOT*jY~azwUGxbcSOEM>;YKyHxli7# zStcFsih7R$%A*!Rn%>@*1&q|2KeN1Y#kWG)okLce3B1jQL*O{?d6E?Asf`(mUiaRk z(D-Z2e1fPE?&?N(`~H4)voxynW{{4C@iSEWZVRoR61|3l?841+>hJrLq+>Hh1`nh+3QdLhyRhBRYFO-U9 zZF5rGW;ET3Ac)XFbV9q+DJAJ(rM?NJ{(?bH^74L_9boCP3YC~ z+Hsj()$-n#!22!|Zi*HQuoGnY^0kh7K}*EM;@TgWry?S_vFX$A?PH=>tKyXLO4qsI z-=``DYQ0G{3zPgU>oBSs4baap`AZT>c4AV$8^lCQamKBTPFgn(q*HEsVrE(F>tLVU z=v+Qzn#DiH`CLD=rh7nIK6TtZ;a7R@`sX^(G*h;&ih`b($g2!qA~X2D4eW#3!ud9S z>e!Ky9r17ENOi3o#Og)FkY{VMptun3eO)U?-gf`&c))zv&N63WdXgTfC4p3?NUcUT z1h%M;TrX8qPKiFv7>H~Xz-(QX=2Rp3${!jJ*u<5JXEHKjClN|QrF#|VqjRi!Ml^XNw$Shhe!->U2+0%HOxYB zAK*4igoZTHq9*0HC>^g=FY!rvnov--PS$Eo#&rqoNQCik0@C|^+{itT+Eou|T6;DDo0>t9WsVML4c81rpUn>)9Cmfw!##Fd?@-Ujj1phU&vCNr=M0_i1pC#?BOe(v8$Jf68(DANL^$(D zXD%LhCEzM~vn8yQ5GLu&J-?!is@xW&_?zF|W66vY`|}-VtRzkt&67sb#by0x`E>QR zHUv=;IGpV)Cl6v5$weH?mwAN6fV}4kTd5LVfUX|89xX_OWvCK;K=jXdBvchq9XCDR zK7+XYRod9i;GZNwSj7iKA|vV+A?VL=dyPvkJG^>2l>3Syz`KfjUmRbt*M6Yi`psAw;Q!~Ft_^)5 z6nNgbTI_rr<6GaUpAg;NO)=bqJYH*@XK1fO0-M%^I~*v=ff>XSAbQ!rU-={gNsyve zc-`7A8ipJo4*-qJrZl({(G=aBX{kb_($k~8?k=VwDPsgdA1B2cbZ8P7$)ZA%SV+a zMh`OPKAmLoBJNg)s^F;;Eu6N;+S{Bw`M`Z)?lL!=<$Qr{?jC`RVy=xC*p2Z8n1Lw3U ztm?xHXN8n;yYJ$Qu$IS_Dq#Mo2G$LCwSIOBY21&!*ah)I%a?|vWTuOG%Qjz*Gs zOai!4Y=TLvq?365T{jnSO|i`0Pc!r)tA`pzJ%evzpxCd#hior}&ropn!hS#E7d?Q^ zEZV%!zT)#(Jp6Df$r;i7a*5?9s^7_YUk(}!Seuljp9A85>}7m z*t?we2x$(Wsf4G7GLjV82K0LEg+jTv(fJuy2bx5SK=~A!<{rr7z`GI2@n9?0=K^}} z>Qz?qa{7d@UBG{^OY*=Q$<_iV4f#nU?&8>j`H=IG=6gI)vx%DQ*-pRp2dOwDHjl4- ze|w{!*o+CQuEm^BF$$64CaI*P2Q_8ATZPJiEX)2X)#_XdJM?;Y+Z^w8%9Y}C$Sy&2 zaf3l`6^~R^Vzvzx)~J4OSlCZ}vqhRUs;xcwMIWchB>zz*F3ccw8h~?#F3H^axmVnyY+1l3SkA6={IfaVgOH&Sf$KtK zzxazl`|UdU6w|wcw|gGdBDQgdMX0?FF%%E=t+w!5`H4sR;X%l^>zSmVlA|wG=FF(y zzb46gJ%kKr#2SO&rcaZ=q|s?fi4TwTcsh9!yGR07m72l#7Gszb4?2l^?QA$0Wq->mL1l&#`r+ymX_XGTenL!g52t9SD`R!;DG#q@*mi*IX>=s1o~14yzgbQC;yGHT<1fhV#TR z+m~0J@R;Mz-g^R;7GaN=&m5exifA&Ws_fpTUNd7Zx>50|q3;Na3C?Vf9vq=FMw9Hk z!cN*Su1)v+%|Bkxge2x>3vrxxqB_Krb|YVQ_oA4TeI}JPB=%cZg7sKwLh?Z{w`rqW0jD@{&mv_8Uba-}*XyE9a33srg;gI|hw;$cgKcqz&fcX&79gcNts0 zAP!$S?VksARBdWlPGV)?1g+M#8b<*(50mzg)~F?mg}zIapv-0>8v6lGnr{Ln@Ax@W z4{mfU2r@^(wh}WL_7sy=iL?b$n|cOaci13$79E99<-Wx~jCW~;O2?SU zUpd~Tn3AUJor4iP`K$q27agDVczKA9+TwY|p%@iHB-N8plMK0_>p}Kx-@^QgoacMELuy?FuzPhd0c5 z-RLZe<936lGKG@Zc)0zGfj%=WMOsX1 zY;5dIey8qgx9gL%WA5xTGYedh9BV)`5?po=ovjGvP$&G?P`PjuWBbFZs8+Sw+yiuL zX+-+@#~ka*@W2XqtyK!?vn}nwz(a>!(87J^yPgc#>~ZsBZcnK9V-ClZ^oa%z)Y2A7 zOq$%ZCn1AE^QS6fsLJ)8;qRyCSQs(3qNY1F>d0B!F`IbEbj#@2alrA>xphGBPCQF; z(s0{6rFg(B{HAfmH#7a72E8-8$>h?+ZwonMN}6U^*QQ*g7@4x~6^+kLE!@e=#T{lZ zo$4C*_Kx~Q$A7Q(o7>!by&P)x(n{A@eX}oFwx2X?rU+2)x5}~efu)Iyi7UUMXz`zF z+cAu!5~R+TNF{j&avgo!3ck_#B~9L#`(X!!+oO}-!1WXdXV{I~jjRx9;p}xd{yIqX zIw#Ic_>NAxb;03bhWNJEqTkd|$KnVWJgI@8Ts~{!Hjefxm}34XoE(ClvXQZ|+_oJM zO{8RR5WB!v!~KClvsf(B$d%JQ=@`42F*x0<^wdB{0!zZwhtO(#VnT6MM=Vo`?F@TO zwX(#-1$@&aJEy5*=z{f*j_2j6|5SRjd>YiJWR?ZAPnrP96d_*iai<_aDEdiq6*Dg~D?SEA!Y z+FO4nhS(ilpq-2ytg+f zr#I{-r7hT_{87+Ogby+wpi9pnRwyI7+k1Lt&*)fL^~fY08iOuX7*DleL!49N@O1$i z{DW;c)PPQcpupVTJgIc4(C$D*sX!~>`&8IW$LM0zSJ-XwCmdYD;L)EJAO8Lsj9hhi z88YYGN|N81X+C zICJwpfcoN-DX{Ff3M{e3m7=a#wwJym9;;;ik_Kyfi{wVv_$#0_-9OZ-Uk8yrPopFx zK&#~t0@6#cMC=REQp9=&XCeA3bVP3nOmR=mGZ%Nb$L25lFZh7F(oq7y}Qw(aC zeCt^Gi*Kpn52=G*xAkei{XJN53rBqFV0O@gFzt}k++qd%oq_~c+(Vt4lbB_U#ok6~ znz*6Yym!O>yW<-BGklxa?qSn;x=+Z@H|uN z7&8uAj0l}1cI2~T1v|$kteM1(IS-9wWgK6R6|?cfN&!t0e6#|RrLkS)Pa<6+7vXHLs{MNWgi6Q4 zL((EXG~GRKf3?_5UmB(qZDePTzfh4Cm#qeSQAx_|z2P@QA+F=Wq=7TdAUN=e(~cXD zOK4-P9>Me&Z@;xCEuMfL{n7;^O_zot&(}Bp4j$R=x5&6%hcfN<$`Hr3%#fZcOnHN-V-=d0+dERo)fj>97lfCE9C2mwW(s4*mHxpc z={?xlYP=yNER$+H_()9L-CL2+XIEjPMn&>#62L*@U1+S605Xzc$~-tkI2RfC8DpHJav^F(X>#taQWHhS{l%OPy5TfrS&9$eGw zFReqS0njaRWDK5-&juF8CiV(^0>D-s8lAexuE$DfGoJJXof8@rrd6DK^pOJ-eD=zz zbn43!v0>DWi;KeV%ZL$fUN^4J4OpsV2nqY3+2F48-hQT{l3fp!m`4)+tK-NYzsO6w zou^srx3yimI$z+jlH+RM!me|gcSCThUpeB)4W}Ify=m76vuaRRx zT>K_5=-?xhrBh$u1FyG^Lr()qj1O_sa)6!HF!+UOmzFm8JLYG8)xegHhwN;vHgex7 zk0gzhRw9yHL$DYMT`eb1_My36Ije1e26O;yeLg1W97GnQ+c!8k3WR05yfhv(e}_8H zDSB))Rf`Ve(u`Sy3s2&)VAwxz6%$tnQ+ZLFitBKdIl-3_XWSWrNrEzUc04lQW1Wf& z_MStE^`!lEgKVdx)vHZUSV`eQk*gxT=>r)WND=JunG{Oi&O4RAR|mkBu?3|#O!DzC`NUu2xB zselmp$0S`X=sEA`xhQ-z*_&5J7lBAgXnn;m5!^Tggwdm?7Eb*g?U|0D*^9s7S6B(F zYKiUL(Hv-CrL;^S{1&kYG~#>-jpYc~blzkLNh}kdV&p_EduP;>1fXeE;>5TFJ$@ES zST5lq6?g6JmBGR$9nMC4&r~rE=_Sp0HLqu{TaD)Uq$$MZj%bRzTn>^X=04EYQe#YF z;n!DGdIT**N`Hv!5}co3;n%l`T!JjrXqD6Q(i6?EG@Cn12NyRLc0SC??l>EHCQU(W z?RE`KxJ;&Gf`2HEj~4gG)B1z^ z5tuno9KFJGWf@Sn1=Of?%~<)I1Cleov<&HV!xTd?C87~q6#ExL>=iB)z-rR2%)}@G z$&Yk|8p}twli0*xdrw~v933@28UC`StIZXhCm{cUwmg{#dsGR^d?-M2C7~;VlhVOR z#=^_n4*@}_QdsrlA;e&ng8Qa8Xuy4y^U-SgjU8~rpkL-l%emGdG_4K++DKei*y$W) zeEx4ADQ5g_ntJHM`lW|M_jHM>)tsUtt34YGhgdS!;O+Zz7TX2r+v8AWq=9^`?fK)H zr9DVBsKiW?RC7>EZ%`uOcMAe&KV1>QY17M0K{-*LE4Kq<#D2>#0XGAw-!;KMQb&Vq-fed*0{vI>?p<{ZXB)> zn{c0nu$`D%7Z~d5ZY~%;8vmIHLz#9c=Z6}rbL9~oWFQ?750%EDp(`TXM8+DCUpGGf z7?7kS{9Rep<_1>rx@k=J6;<>qh=V3~{mG6a9e_QwrM$MXw=XIzlZOe2;AI+19@9=0Ml`e`I6hS{T)Rr{0*z zQ)Pl+gz|bPLv(Dn{l=beYK)$$*U)spd@^veIl5iLgPMP~Nhpfe9gm_rf8Wf>lz>O^ zCb>vR1RtRH>*%Aj)nMmzd|X7)kjo+n8qiQtH5qa0V&ad!m42h zd~g&A6E9EqaPx+Gp_^4rgsXE<^S(*KpTW2|JcQ2lN`cg&LNqo`(AJ}hQH!E6nudC z1gZSPF8`RCNX4=`!e&Z(@8UABAoJ^0-U!lfuE`VPyNM|<6u~4(Z)9HCyhPRk=zl`* z&4Js3`|+(8^dJTry0NjL!ae`hqd1BZGByEM|0UOJ&vxcDIQb_#+}-1=Yc@}0w6_OB zMf5?_3j~W^I0-~uy{;R_zihv9I6f0vniYU*9w3+N-alkI9UT?UZ|7v!oy~uAJ}&dY z&E)6~9rc?08#~;(N@)oC9orv>rMx(QfPUkjD>iJg(Y4d`iw{Of3#RMR9G+QFSLwmp6u|#@dh+7r;sP~1 zJ~gesyd`9Pn~W+SgKYj&q=tx7kT>u$!^ICK#(~h85yK16D2~wiIG#o5J&|t^Nnm{l zF57<{jh<#o97kE@FD z7u=NPzRV877+X_O5h{-8bJ)wbcJv^CJ7Adzg7$a9XM>$85Gpzs3y`E`-i$O97fMYj zU|F&JmkY2!s)ND6!I4P1>i1Zq+fK4CVpSRzivF+pIL1abA~g-Z_i;EK4}YueMVmdZ z>A{zT;I5;ieuVkyY4x0@-*TG{G%pU|L&R_GNjFt@6F*IwxoQNRyu>)+R{i>jIOMRG z1+iS<>RnzBfRX1~zO_#sRy`@i0KD~i%Eei?a+C+c7qARj*B3b z-(d#-iCW(^uQn1eHAwSl<8 zEZda8KzM)+;H1es*9umVliO_B&&K_qS^(Qn^*WpKzXFyw-DkX&l`%9lG)m^Ix3;&D zk&&?jX#S@y3^X(WgM+ft($YGgKT}at`}g)ra^I!i+H~#mZII7~Z-|4+KL>xr_35>sD$!IQ^$Vo2tS9J=I;lBZSG3(j2PPCzH zP0}ZmWLtdQJ1~GtNeNp&a>!1>tj){pX~?rk`V{-2jyi`S(l#;F;=f}o0i6jp@clda zURwM=G_;LM)T=)`Kqp-NVP$=>kM~8 zDF12ozgGRf%QBLw%S*p}{99&;O{mNv`#;}m4B9gEy?I)Qi0|o>U19LvCS8BEaSWt} z7xAf*FZ@}-jh|&OHhc31W8f$mJa08y_gx!fLbxG9B18cRl@Gw7IEC7F7S5|nhBqD( z=qY>)(ib1tGsiy_(Gxa8(9#s84aBH1MRbS47+7|8JgaNciE=FM#@cuHY3YMp4y>3a zI&?x>cnPDl`fhfFl|lWq+$$eX{iw5FwnU?aRpnJvS8drLxE#}g;67$7^Wm>j3GfTH3kpz$tW zac$vrmw?nqui4J?t9UW94Ekn&t+Ktmefzbva%l6A;hWRLCJJyLWf>Pr&02dBp0fI+ zIlp`Puz&A#(j~uTD&fShot9qvT--V8K_Q?s9EMmnI2I0I31Lj2TSCh5Tpuan@6LqD zt1VWp%tZ{48AF|BzgCGp;paZDtpu8Hz1~X7;k0y2Z(GxmKZAypY$OKeJHB@F* zzmAI+s&fi(ObplAj7)@vBU`{Wak634zIPNX-B<<27Q^GyTUW_B#z@mfOIagBgm;cR zj!f9t(gZ2VX=(Z^Pw54ks=BG8rUT5L2XV~R(D@a`=;!KAL`uHv2bVS`7G-Jr1P%_- zkdcPl76L-be!m`rmpKY%DThgR9?=lfug9i1comilK&6jS5@f#J;yRk_cP(@l#f|oD z+=4uF&nO;S3m7JU4I}li7bylF9vr8q^V;tmOu9fXbipnMsvHyTHHgZn-}ogo)P&sZ9j)G0)pw2Vg692eVF=wZ9*)ea%1#+h%mX{2hQsOBx-va*xwmCJ;ba5F=n#RlWMZ#xC))?x9QZ**@ zjAJ&z)E7h`vY*TMC2d35Sh1d)(LC@Im(^m!`;g-7rLkNY=CDu<^QkkVeoT;Dsk*A| z@YWQe^^#8se4+ehX>}BHLp-Mjy;nebY1msbUjRzNB5%XQySf>9=J)QFv@&Cla8dAG z0#zz2?PhyZz)VC2vP)@1c~JJJQ8e=Fp-Y`tt`xpbm<*y#Ihoy(W`A~4!8Yn9^0bJQ z%-d;f$sKK$<2JQ~Sbzpt;v%tfV#+ z49uSyInz$YQ#BX%E_Nas$UL_so=7up6~Iz+pM|el+R0#$*VCvt?a=)}ZhO#t!R(4h zv~WWPuA%S`QAS5teI7S{kKM~7N0nE5Fo_0`+{Acua1)1`Cg3vw_i?qmJr`>-GqNh} zPT|s1co&5K`o&oNlA&`k0p0Dr-jLW8hBgOv=h2!qy{L4a7&6`hqTMWPpFLyySUkfn z!gHPijqDP1KmV{%I&r#r0aq9pM6B~m=&Tp~zWjQW^;cc<;y}DU;;<^7^KO=9 z2@i8w8J7n{4poMdkwKISt=J`~R1Wkq0fDFRZH^zvuAnMrL^fmpnqfXh`BEt5bm74> z(e8{l66aj~Qa`qF)5CxigKjAVdvZ61orS zOlhStKR_cX8u$&}PyZhDcJ7_~qf+wDHp_^GTB{qQS=sF!o94tBjk)mk7a7?RrNyg# z7=M^bIIV~fff+l8;C>ENokrln@$CfU?`xK4RJG$-#h9^8*9T)*cR-2H&&YiPf$mM* zqA$>W>N`&u1hCF|XG6qAWK=Y9aS6kFHqER}y4ZlsRK*t;a$EyB)ifd?<1bGUk-Rwg z#zyWQiLqE8;%aj%s#={|8nbOe!_kdl61%@IhK=t)dO>R?<`yQ|bRcJSg#76Aon{srIuu%tS(< zrZbi>dsXRl?ahrBk46G2KN<9Ir+2njZFJ9oJTfYuQIk;GHGr{9m6ULrJ8u=FnPPsz zNx|yBs)X!oiM)9P{shE)a)vOW3cN)g{K2tIdzVDYKi~h^U1i&uEjRHnb_g%yImd7@ z##|eNBr3d=Nl1Br{+ewQTkK@j@Xs~dsWA*H9w|)@z!${nNM~=n z%dyMY&ly#X_#rMCB{C6RF*DbT%7=-w5GWp=w&le^eVgY2GFNFDM@7quqVhvZ!ti*^ z{-WueFm%)&1ts1$33ej`c51r0*CTHTk)K5Tno4rb1;fd+T!{Pfn9^eoV1l24CfWNQ zKWUVI(o8D2d`GvpRntw1 z7N@gxwvC>{2b~xyvOmWpUqGrC>cL%bfpF_QKL0`AvuY$*gd%kZJuZEF^x;v{wBkSDey7@sxg}Z{i@#zf##X|FM*p=2|Jo$*$+7_=3jxC z5!QhS-M^kVyW2Cou`Xh0iUTic|IuJO-Myf}4-6vxtfyn*ZgDKY6s09KS4Bnv?np*d zP7PHE@7=sOwRxO2w3p+=6#3M1Nq8Tx5fAiw3D6--ywF0jD>j$dKtIeKvYVi1mM?77 z(}Qb0eZu!P&jJ^+_+m}Bd`)gSA8jU$%GmZw*ZI4rERPyl-J zlj@hb0-uONoREN8@l-o6BSl;aQtd@$J2PI-H9^PRaT{0u^b?=$_V$9Z4n1xSoIl8o)*uXZG_g-0VDI z-a>iW9TyZ8W4_kLK~$ylS4hvmaN``Tjuk3oOwCF+opDThtpP4%628$Rmr+htv(Xgl z{>D-++haA$32N*0r?hETF7DP$7#k|K;rHrRbQN#rgOV6jrI$4UPZ zbWj=mdqhI<(T@WEsqH!Eb1k5^j1IBQYgi0lJ>}%PR8&2vfn(5fp*qBDka?;*kZzQy z&cJAICisp`N5T|( zIuuwqdd{?nF&Q3bBbY{LJSU-#=~+3FisD4d`n#=fbw&oTRi~O)vM5X zkMvC0WP~)&CBi!bn5_nSjb_zce)(Ja?qfT@p9XQjT#Suh=T9}$KvrX}z_5X(nA^vk z?;hHJCWwfMjlI0mH#UrNOb^`K($dnzif8N&)84;-&%(-@H)SQ7e2>}~BOpZL;(o($ z_iRQ1W+~p#*uSH`aPqaIhzY66R!gtY&+MFhe+W7H#mqcB!=6#cG^ip;HT7UgnpV_O z8?o1KFD-3B8)Yk|hEtSo%UsSmb;K(Ot>=o!taqQ8U6eDNNc|Nz7TKkqAkiQYFVZ(_e1y?j_kdE3bTapa08H>K5;j#FOsF;{@8`zc2U&^Eksl-aDw33o0*)nGF zg+SHP+t;x_X_Pf|?oZ%EP?!ogS|D}VN+3588_9Uo|C>=hE>Rd>7oKo@V47v9wVQe z39KvL2mx0*_nECA)N&*!(0}xZTZsR7D8Gb#TQe4A@qR1G)@e8U)RNdwVg1jI+PAzs zW->iHNsA8JAl>aVuB11373Mp+wSGn>usEgR1mk3Gp;wyWC#7(`LsQ#>_d1s91ac-^ z4psce1J{M{^uVsh!JZ*M;q>Fp`AgdG(W9r8S;<^N{DwB9477Etmm*22GirXqVs4*M z@(e?yAxGo<_g;(4{gX=nw|F#9tC?sCVS1YLfu+H3CiCpqIwo=7>^zBj-W75t&_+(I z$Df0b&O-STiz(&h#!Jt+7!_3&@ThV0S43bnYn{vB^DQHno`o4()n+xOdr9iTp~^TG zph~oGr%t)qVchEpCz0l~+YsA6UY*$Ky{R9^qdmG%ML92;M-c**gqq_Qn%pz>T&+OU}!COgbaYJt>h{?uv})$cQiOYoao{X*~= zOs#a7k-}8&`bW>(KUD;`oVnTE&N^nJFvUiQ=H42`@8-D%x|XAzE#+TyT}8Q~gE1gr zFLOAq5g2!juYg->Ki?T9aY5I@i1|Y09GBNGV9FohAn9GFQyRyGmBce9`LzvL|BHJjn$+qt5)xK8t z?-psoYPQJV-}QeCMmu1F9Ygc3%l@FTB2E`t$X8YDR&&r-n@7?F9Zhu2qTrRLrUhrq z7fYk4P|YniQRvQv{h)@i(bZNw^n0MZrTPa2G9yIm*UNO#4_$w5xQhn6eKTXLQlwQd zBkH^#k6J}jmYs6z{fy4e-*0eONEoSKVwpRcqrbbBZkqDV2+`G;{gaPUU+CMSkskdd zWnKFp#F)#;3lDrs&Dz@;#4leSJhcICt@s(}G1W-E6tXAP*&?;=+X2h*1XpK4xet|| z8By+Q>Vhemi)$y^nff=>J2Y`KP#3O5g`VWACo22SEsv-J%`sa5-L67Em*O4V*5%v)1t`6wgcH-yWCbONk?nWqQjipHSVz}L*ZM{cG@qZfc{prWd2 zSuAd7N-;E*lY6Y&dNij*ny%D<8JlX>B*LD4ad~qB5&B(e^r=Af-Qzv0QfIrp&Ks=A z{OGmn9-kmD`8oFPun+#L?xEDXfKuk&~qP7#9JTJ=_b*WeWZ@7zPEE^FS6JP+R2aJA(E z$m|{s1icJ7Il6VOwDv4>i26e!_nY#VvnNw7}nSr`m)oTGl%*^5TY7|>3Pjx4AFFiL+@nGkNaBFY- z&{|^3r_zG*29pm(gLTYP)kXqHA8}2xVaCz}Co4NQx9C%}p!tWtYcP>t2|G-a!tAu@ zRY)DaFC4CV58avZTxj@sBdJDunj!N_?VTC@)(!KSs-E9%27_tWjk(k$nJzXzkW`Oi z%MbM<#TS`Db}pQ8l!;QuyC*Y~a}fBM#~r1AINHIv>aa9{ka9FV&w`JCe37L@C{#zC zrz|#49-=EJ@6W}R9iX!y%}x3;cl?C0=xW1qE?!INR}I#?jA-&=^vP)JY;Q?-sQO5$ zQJ-&SvZd=cVvNQFa*M45-qIbttYe3HZLRHElU9Ub!wK1eBsSJnH7N}x{FgFzIsQkI z(-G(-OfC`>Ftmwd2NzNa`{zsd66;{zB2QlLCVOn_YHxI5qt&fi6M!0(4M>72ZV1~z zvP0Fg;u8zNX%kXvBei=O2MqT|b+o8S0*x&#!&D&l z#n8jJO2)%0Zs)YqKL0Vj%)<^4VtYX|d1R{I?8)ml zA>Hgs{dYQMiE>8a%k>y3_w>3*zqUifFKKn3Gqyv7rltM7=6NH1%BZt0tp6(*m47!0 z-pf`jS$8Y>I5Dqr{!_E8mPi#m%&Fn!9v0vzsqUHI~O4|h1_%b5- zdPDDZJWC-w#0zgbwaLzYC-b(65A)JuJ|W1?Q1o#eDQfH;<#Ua65FqqEaj3V>R{5;Y zpNGK(QRw#+GCng{gW#*lH_y|2%A;{31SV*N^`|!VTnl~#7DdI30BPxFYl{-jC6oJI zvxEKNAn3|#npZ~G*9_-|?i(SRb->Pu+kzsk>Y)6$@wV zzV&s}Y{F{)3T+fk64V3Pvd&i{d;!_ywT2gr#4}!?;Z)edzWV zN^3+sRTkh#{$aeYl}|aDo(au(VvaA|c}1^Y%_s&1xr2(?tDmau5pWTD7BHH+oH8s` zs;(xCQ#7TjYX7O?DNkMryOt!DHofNtL?NDK{Nt-EfbsXQn;#$MVS2u!#(V;XHuFl| zNs4PDhm!6anI~4jvb>8ljFU%?*^2s^%DO3OnBf10ov?LsAh>x zbAyC1+aZji+iEUdEmsA!ZT{mGUn@!t8_AtBfwDq7oqDtu!CNQQAS}f}ECv|;b(9IBcb5p0B;CTy0#@ot z_EW_0)ZJ|v+x*>hgB!mn6%!}v#CtvZ$0Ho-%p5K8R0j<3CuE+eBiJ*oF8%nIcEK$lW>`-HN z(Br))nN<2h20g}DwCA)5{j~1)7tT~(e(6-Kb!%vl8n*fN8R|7PI5^lpvam45c9^Bh z^zu&n?0fKNH{KAoB(r5Q=!kJ#gPA++wcmKqg0}D-YoqAKKYjVqXfIL)tgTI)PdfmT z6<{;}dOh#5cN^Un%kf(7W@R-P*OJeEXP)H~9&O4^SQ6T=jcp|7Sb2s^JYqV-`;~38 zy(l5N@2Px&@)!EY16?iUu?N3dK`bbxbiTU}MvhqN9D`h4ZIgt6LSE1F8-$NxeGX)D zS$_8h@h`iOY{A$h-LPFIB~yg#CPL_*P;wQ*4IDUTJWU#>#yhIIm4e1!u}t4aR)C6D z&97ntD-9CHo{?@ZJ6U*qGM@)ZxZ8aj(!QH{WqbuB1O??yO&7m?$U&Tkz>!87u)Q!i z!}u7q$t_~m+=uWB47i3VmqQ^8VWFYOt9tmzbg`kco$N~&7XdyvTF}_onD*D~;^Hva zDGebgBjZ2R_b9if<_8}*pqVPV_X~or0f_y7XeDH}IRL+dgHu^8qJ4hxrNaWh#GFei zg~ZX8Y=*-gGxMKtFA#BTeHdVd^T{lh+e3o|eoU^q*SX&E``L4$-@TRJu=hjnKN$OP%^iqO{6r<^Fqj1bVjQ?$OXh#7Xr%}C=a&^bsl`#N42C3VM zJv=*fhNT`I9bFFa%+h%D3DP@?OT6}}B!BnznL5iIjbVkmxatYJ z$;DN#&a=J7ca3s4<@rVk(=R+0I7?q$JMBDEpFaz|Tfd;tS4(R&W}3fg3EBNwne1Vs zXOQsh=f-Kz$;h)3O7F^F$Gx^w7KMYI`f+l${h}A1TTO-;RVdr=1ylMM+s1ITa zL1g;+xmL>w3I=6p7w514mkYpf<67!+s0-0JuAA^E3rkxgAHK!s6j7s;@O8;II`OA< zQPD9XO3-etKOu9rty@TH{9KvT+smt@Y*SD+dckfiWQqBMIJ|SU7h-<={wXB#DOg81 zD((_)^-NGBq+@;8ZMh7U1@jfSDEZ$|_G6q&no^p{0OsM_N8#ZQmzuC!bZO2zIlFFB zdh7W5$DpMf*gwf+0D2(GB_co*5%TYFXRbzGBLTMG0dYmz1;86foGV{68f>i7OGULV=24` zmViH_Hj@fVN)}VF_c{KB(8&cuaCCJtF@;qb-VkGZHG>)J z@xr4V^%%c!0xJd2impE_Z#*xBP(CL-6mD|~xZ2V@(~y{YTAbtN>EE8ueH-a$-P`=I zxDdZqY15HYz(z&X%Q+A3%3zwidnlUM`@V1)`X#r`sA^!VOI=Ir{IVQImoya8x87j^ zeQ)6(@ot;TJ18{C9DP@rettUx(_Cv@2PUR=5~ryYD8G3)J*|c_wByDDzc-fA{@V{- zGw3Iq`1qmCwc1(puGLtXh^@l>U%wgQQCn|l%#A&C90$5vxWmLDGdBx24o(M_pHC98 z_Eq&8Ff6hU^6#SO%71--1g}tRPdzwHT0^6T-P$hm5f?+i;xiDbHje*QnZ%o|SW3=n z62)^(KW5I>y7erh-S?Tbh5uFde<`_z!39qWP`j|@%w0^espNu+t`fmkD++s?A(m$= zvlMWt&OsA>W*}5`!H&>4MBo|Pc{e{)xoN{$%SC!V8EYppJi@2< zezd!)Ja%!-8h+vFQ+=>mO_#IH=Hw86tbP4p25O$SOPTb5NX$|~_uKB1#?tX% zBds>90YpX3zRm>;Jiwe=U8HOMS;n-8gpr5iFF@LTkDQK<&JzoB@9Ej;Cjez{s!13| z#BhNC+!`BwD=8iH#LVbe$P-wt3I~|rj4D-G-AUM{CS^POqqRS|{@=edS0)P<7WB(* zhn2sh{gtzN$c>(aqwiQdPz7G%P`mHT^i66(G#nidzd>o2=!p+8qBP|ffBr})dRvkw zt`Ts3ik~RLgabEyts1QiHC6=E&hr~vlR#Q>eq&brRwz+olA)NR?Xo_M(&u=myoHA_ z@>%3Ti8ye^2cmTE^60uP`cJC5EvX03{kNd^du^Mhh8lk=yrd<(L80;J$r() zwXtnaof)0%fPYRjnsL|-rZWQ(xJ3@2x7bpl7pyieYu)ta1Ir`3hgCXYbK~6rB^k`v z=;MC@r%~{gw+R8e-u+EBJM1R(KD({VwC4FwBJgg}usbezYK+W>4|st=YXWS7xeuGM zwpdQzPr|0Dahr-ye!FaSAh?dwHAro?i?7$hq#x&=mQt9Mnr-~Zvyd@TN0qf`ErMH= zoL^W7cGY-u43@(xjL?z5fvcLSxO+k`v<9rAorumocZ7s=XCBDj!;;I_;d=0Wvkl#O*B{4Cifk ze_Pf6+JBSg`4Kzyng-^DyKsUteJkqxDgFvF>*P3mlzBc+_;qly;$Yz1EAy)sQ0*R@ zS6}||)JPRn7u)c-8WL>06>GrMz6_K|bvyiS< z+cSpV-jE(4Gy_epqH3*alk7tmR>b3vZ&OfKo68_rj0Gc!S?rD{+6Dv&3!DE{os+d# zRgEBz(cqb5O*(Q+RAI8&(Fk!VivGEeUpYnjcvD&PbN?w1jQU*Jq6YEBc_AFXRk+P7ZpfxA&OBCrBu;SfntXWzkso54 zgP?bHb(OwebQMouj^Kt3Oiofq?*9tOXl7t9&z9*{QX09ien{8>Q70XMTbRgWop8 zvs+u2w)df!Jwp{WwFQBU*+Y->z2fp^f$t1#!ooiwm`TVJXo)PyQoFl#ivVPvKYuO* z1x65PjYs(SJ+coyc#`;_TX+y;z}W1_dm+A-lRzp?Ia%>^&97w;#AA-kkd!Xfe@X4-fTfHDDR2>^b) z(6%Vm+%+i#ifC?b?jKqJcTZ4SI%>jpn zJvBuRwm=yR4-a4Ijv$l5p6BJ{oJ2eO-b)?n?d-feFfg#6@(lNGfUsz4^yug)T{P&#l41roRo%ii)+u{yK<1dab}bLdNbmW-4X?H7;%+ICs$e7Y9NS5;BbUh6Q+ z$-|SAm9;vW)e5^bguOIMzGhD@DdA~5ODI42msknej8;@t1)7vz-C_cL`Z%U#VYDte z39^iL82R|dwjJ&V1^oE&gYMF6^OHnGL|eHcX>`Ngj!_$b|6d@Qgsl!Ha1#&_{h6Ky zyI!^SOOIbp|GCU_eDc{8}P)vkx>`88Voa zhsRYOZL-*q!~f` z1_mu_Yt}pYn(22l%gc#RW}br!n{5TI#+sLoq()HKHt0u&TS|!I&SpMgt0gN=Ah0zx zJF6x-1TvO?eO`;8Gj4%h&DpR8;RSWH55#lyByo`(e3U`1+#8_FrsOqU*&0c;{DLDD z+SDXDKxhIQLOh3-)4UNU$pKDaVBqJCIAvDo(9lqJRh2HmpZspHQG27ydT%HU?y`QL zlFz*582jsAC;0@`+Es*ty!>bMXqXY-qoE!_6M}&+}p5FeeRptwnJ7_DbJgA5#YX zA3FBt07nKZ7ngk(yjY*>m-pT?0og#G&c(&2goK2jrT1fKq2}gWm}>;3mt4oUckb>9 z5M&VK&PqMl_|%V{{Zn(C%!?OhXNt(cz`N}}++AS^sDVM@*Z4Hf+mHw{4$y`c<1)k~B~uKcehL2^ zuC<%n#ptt3u*to2M@PpR{*wnD{O9NAo=>M^*1&kZzkfTNmd1hna3Tdim-=5kZEd9s z>ymr*>Ostlt7PkTR+0n7tD~hzrR>#h2p|D^Ah3nw*T~41f>(N5SI_RZnHLuoHI-w3 zfpl{JYfo5G2Kbby=;$ncE)`YPwH`_+`Ru;`eR1y#PLt9^uPS*U;1iFH|TfDh5*(+>)0X3|Ymz0Oz~dP|?!fV`OIswXbRH z2WF|(ff8K8ziO3@hlfXB>GuB^(7y8mV=&AtOh7~=#GsfB0)hU0^*{c!hq!9)_j3Qs zVl%T@dbInZ&3r*> z+4Y43;#c$0ug2?=L+Tj6(c#O6zQb{$`sTx<#Qs;DvTT{m#;gIXpSTpcI1BDx#RM`x zdEIl{#whI1kRj8j{JKTkxi#bZ*0<~U8XR4dSy1o*#1IsSdZ8V95|X#4m+8?_=54-> z#~3`%Bt%?H3~^#&;sbcbjKk9;c$!ay41SI6gdpvuGsprjpGG{TrjCH$6vKbRrA=zg zg*3FZ-uRgnPygYFnE4qQ_pfL44w>A3t$~M!XjOIfE}2Vc4d?+k9Psh+jm*qK!ovC- zE`RcxHhf_~ui#xI`N+y=ov0u9YZ`#zvjdC_=FRZb0qej4>tAzlu-P^P;&%DkR@*i` z*(0>LwAJ6>{w~7**6{|P1$6Lyi!EN~2+X$h{BC0=%VJ%oi{eyT6XsKotWF})uW?tp37c+dp^oaN_X1V;$i^3%zU98 z19Q7ZeSiP{RV?0kc;tUVGCz<65>x}5!}cp7W7=a>T-eva%U6^S9-IX@f0?a}5fI9I ziRmK^=ORD3@KF9}o!QeTYce_bhl?Izr*wGCaPLm%SXk%8z-hwAKL~-SGla<70#EXQ zEdP_M7ucgW@m)d%w;7hg(?zT6+aa0ZU#u9cpO)8l z96i>@UOo1H6GlR^hL5eg9|U%yR}YUvW?%1n-`gNeFF^aTBqkX=rg(xwX&88V zY`AdBm+}_9Pxo@unc;V9A)dcnIUM*9f3-4-N1Tl(Um#iwl)%2&r|#*lwrgl=T=~?=#>&CLFbU&bJ>4ED0E`Hf zZInUP1&7WOFX)_hu*3sV?D4=-SO1*|bh$IZYX;HG?8cbSSTT_pJXq|?M804{Lo*{Q zS2zi*%H#IPl68ei$H08J%gJ8jV~8rqQ9b%ViJOp zOKcYzsi@@7jpjG-I~Ux5q{Rn5!#(JWKWGd5NgY*Y}n`pA&xe zW`M04WW0aiiEShbTIwpFg7MlWogy{Kz@hW)0|UDWr^$e$HOyLj>?Z5w_$Q0uid0%VCj4xuQ9hfuZcS$ z-NgO@GUbP@6XbxT4wmnqtb@l3-ddi<+{Lm(hcnOWV={fG{zJ$z;Dp|^nqd9i8HOUc zyHVMlFx@ynX9ZFi8v%D(#B3iTDK%o@WfnhxCi)k9a(ZZ%cEoTp#bw5aTP;4%U`0CE zX<{RAVsUS!;$;C)5f3DQ%ItN>EdOu|=2trQaU0`9wMQ?f-2h)gA!M+jHrf~q7X4_m zlZPkl{RmQeKdvrJ49)7sL2!jDsF}^>a;V$u%9cz8B+76b@@yB-0jDRrdkZ7~8wFS!^Ml`y3AJ8EM%+<5c z>WQ;_r-%@Dzzup_0M}lF5XM4m6?*W9ucsgnPx9$I(_vm;;_~C!f!&v1;Jp~)%_rbU1A(g9uS&^u-YmL(}NOuwmOdmOxi+U2y{iNVl zOrY-Rt0@SB-Z;z_aR?7ny5BjpjTCuWgx+2sOZf<}2s|}QdvM86F#dB7&=^_o$QP8x zwmjr5>&9@fU23TiA7O7!&~r00iPQNk+uPe+)6>&Wfk9vsD+=pgLkuII?g5-Z4JHq@ z_=rI-NV;CG8qpNf{r3~&1Pr$LO$zX3IG^tkT8AVhCa$cnpR0QRuDfV{M7^3(y$y$R zZZ5b>ml{OE(L?a=tu6LtpW_$Zy}c<$#%4V>8GiTgAkUKE1eBC|2NV&CAj;`Noo_#P zvSmw9oj@RB3JN&Elw@T+2GR@uFBqC#P-mM8$H2v;R%J~M4w$D64-Z>`VSk@HEQVF9 z{?3=>pI8x8XPtA-n>QSAf&%zDZjK07jr2kLUez-CnAeH-?N&Zxd29&z=(}RE>w#73 zR}NFL2F3hRjkgc*m6erq&eoWCELhZH?;3KC1cH0qzc)o<_)K6C(so>Xei}zYQQZOW z366p1U*4Jf`_QhI#_TM>FDMnu)V6{cl=pu~ySlAVk}5FG*q!i*lc7!lUiIF8q-%k$ zg_d9=;nU+Jmx(G#itnx(WQB_x>BGagtx#{Y?C6>k4IM>LC7D0MTz0nNhrKDK(1C{jqf0{(qqYq(eYNqpE z5AdtoN3<$Uc#MrrLe_Mo6cZj1)Vx@@Hqlq7`cz*o;-G@j43gK)m2WP=qor-0O>zDr z_Q~lT6Fe$%M{Sj33=v8Fs_1pB{dA`)T}X~>ky&ViDv@0Rsnyt3 z`Es;|1hK_KJPEPt6+5HV2Z`-9*D-4OcAN$}&t@EGgELt04drgOl|kxYyH9w@9V z`<*}wza)q=RO`e^kdfy-izq5>1gEmH1y{qJW{1KvOgzmjEsjk+pyEg5MVg|xv5NXu z9wlR$uAFXm=S4p@eS^=&R1uWrqQmaT>-jM#nCPaYq^QphG(9Hk5~89`>F(Tk)G{N# zy7TrX9lQh5|J*tN7H=U^h~Rh1d_9A&V#Yn6dP{t=9g?zT$c^t~q?T&ByWB>zyh8x$dfW=K#&?({jTX4_p%N z4u;W6-g@jyL9l_FP!TM7~&9Oikk;(1fh%%JDElQRIQhui-{0} zdbp;Fo2UH#x|Je>I;cgEw_#T3;ggThko%HQS>0l}p=`~Py_u_%ZGuF8+|EFroC?0V zi;VB~PjaRo4V!$0u|2hZsON~(q60q$bZAsZ3{oV(Z$_TgFVObjm;{T2>P<*KW1*gc z!L0XR*cPk2QFl!j>}d6P?lIb|ew5(}Hl7Rgx_Mg~*Ed{jc}mxP@P;U=jijm$KbCWC z^g{9Kb~Z8zIHe_k&~*(JhP3`Pm9klSP{g#JuqsCqAP zPl?X=0_M7p!XZw8iG-X#&Xr{{514wDA*)-e6jpM5 z2WGzI<9a#M8$BRX^WqnkrUIQrxa-cDASz`3VKy9;fcq)zcU>vHJQ5 zuv;s?_xlry35yQ&drZC+^Rv>J$3Cfq94El_bmHUHr#@sgHPvkN?H=FUtPmroC5z~@ z`L!5lC#SX1bSWyD&)+6Go<%`2M7Lvk?=v99@6R1VY_CiwD8it(QnQt2Ku#z`CuETeW;gdR9|SrBK>v+ak?@(@-DuA@jKw-uyNs|vM{IB% zip=mCW1;?2W1z|N*yI0l0X7hpCY#Rg&X`SEG`EQNH)T?8ZlDE!n$fs7U!dLcSW0BwIedmGoXceVla^mH+=05Ed#G-J;fdgB{@f8@ zyi%S_=r1=@*bS$j_Q0G^{0HpT9zxVK2VlDG8MRmiBR3M9mwD&*#lZM;hA%m)M7beo zzHI}FU^deQ6m*P}=14fJP}5Hw7}9!aPEAaWW-SJxlOvT_X58O?Kvjza$o>r|8)IBK zuyku<VYwk!;USL$7YUfK;DEAb;CbS)*AFn(gAZ<1mC%EP4*Tlilo{R3Bnr*9}kOR zGqv(2*?}IG{t(!r_ybj={y~kpbl^2N6K~S`OTG~Fr^gHTVM?4JCvo2b z*o|2v9W6v@>7nDZ3pHJn;fGjgBIBF~x_I#$Oo3tzI=71&^DySindY+X)_N;^bhdrC z|8O~4eIx0Ui-5r3d$dD~!%v8k`J=PJgB53AqAH(KirZtAVKtJ(iVo5|qeF=H7UZQ_ ztUl*B@2<=ujMI_{@Tk)OR6<7efnyh`?$==$8`*F^WXQtl@sF)B8txyl({>dXx}NPY zc6sgLyFnS@Df2YvW%E7>X=zax8|t8Dg4Vz@0}ajv75d;L<2P@3vHp$@@sZE-3sVxD zh1rznz}&ouVRyiI zA&>(R^w5jcy+(Pu8piOu zu8xA>{yhk4V0G*S1bA}Hag1PP9BhqB|F7o#*4vxL8IBPJPeS7tn9)i_?lHFi`CI1l@OMO? zy_aZA=xgNk3%g}+g;M(}rh+TqYd^Pxb}>mUf9MSR6(y^iEh(Jo@q;%Xs_6fW_5dyH zO6K-nJ+k*xPnKo3&Z8HU1R$L7%6;nESznc-tmntwJ5SEf2EbIKZt_@0kPgHrQ*_8jC<>UDS76v_U6Y+eVd$R7uIUGb{`p-3*yvQ#U^`A z4C@-I!Fw!7)aDn0EzDHJh|^vi(*@NixpT@%t5!bSX5x7tbo)MZE?BPvQKT7@cT`uw|qtJnxn!lF(aiUImHsl1CBxmH#|H(M`d`{WG{@ zi!YYin^GQGJf>9{HWGq)LJB*Anv|2D{_5H4z5i6yY^9MNheQ0$mUHuiofUT%Adf5AdoyQ#5sl}<4`SA0FiQ79?EA{n zOvV-K;pF|F2Jt*o>GazJRMf~dUf69AEHa=)o?X5!gQ~h{Qo$T?Une*HbWEPit*as6 zDo^HBG5L7-wHPN)AN&R3^#RTwY`l-VXUF3Nte$RZ?|8fwa?Fy5mtFDbjDw{eI^mBk zILXituR?Mh1?H%RfVh7F?bQ(A_nfYiRP=jt63@-p^yRyfrV*>54mX~#=gOZ;aNE6x zrkj8R>W~~0FI(B(B7kT8i)VV}7;JD)m;$fn`MKxkjtujB#3(?-r&Rk3INUDJZbVoH zTySEC?`5=@0TO>j2wYwcW!>G?`D)Y642Tjh?i09nIfDik+B^a}x6JhM`3~rVe-?n) zV&dodQnf!#4m2?p>SwnW_KCuLD5MWAGk$Eqq_EXWcKLwtb9o91S5M5gCc0Qs3C*1; zgLQOt%u+j@TC)@%LS@|3m2e>;7Xm%#!P%_XedF{k?VvTzLjqIR@^{IU0otpOvG1Y3 zqU3cQVCYCScz6rx%)@T@>v*6<|L-Qmljf)~gvV4pDi7@5tV1Mg%2Xc-FD-o@3?&FD zF2?T-V;>GW^JnsZ@byuE$NT?=&g;e;tfLAaa`9Nwon^#urwH()acDIi7T{zb7fu3F zJ3OK5y;Xo|7+Nm1r{~TLYMm)UqZII6ma;E`Kc$MTqybdLSK59y(gK`=K*4E7Ypg!~ z80?W+<1Kpo?KMB^ldlSdH!SNJA-Kvy>#hqZ1a?IG+b9sIj)DsKFu% zKDS7$lKXV9&tnEsA9iA7cs&CtT-7qku4<6&q=6Yaoe!gRHX()mz(2+5ABHyip$~Z) zo{(3LD0~L}g7Ei4+$P=Iy^I5HJCekYal;V{$B^d)EN?DB{PnTy@E9Vz=qO-rUD(Ol)f6OY%RTQuo$uIqPM8l~S>fLQR%d|a;9Qk8 z8lLMykf!WSQQ#>)--hJ{ILHZX>xZ6vJA~Z!G8VJN0Pep2E|v7p`U(?awy6h4Za*5DZ!w1 zw1FIEth?y7u_=MgG%V4jqbWtM5%@7(_}nS>eI?e;qKgfzy*(#hcuvH^(8F*&;`Si& zZ@3z~Vkn~o@Ao4K6WZp3V%QOn_@K&S7XlyD+t&*9nbkpXwf^Rjd&f!?x!6f^VE*t3 zIQ$@P`xVxVfkgj3yDy;J3oizxbQA;ofgD?<1~&%;pX-|?bZAFsN=un`A*L|QDj%Y@~O=c+@?qO0HVxPXdr7)T2&5Iy!bfM+)*JJ z>~ET$i$(m?*Vla)8F&;=b#wsJ6leh2qIv1uM&>{Bm6o56!rGtgMCZYMz(OVcNzXz2 zJGZ~Pkmt{l`#Qw(rrCjeE=hi9N4~qOrYZ|#(A=}}_ch9PHeGDXm%~dp+uwkaSgQu- zVIr(L)|C&I&*mMwT<3olpRv*rgy+$Eoe#l00}J6NAW4H>MnpS9JDzUEz{#C=>2>2L?AE-9&7!bU*ej7M0kd~I--j))Ykl_9Y z9iogYYm(bN&n1Vol<)8sBKzZW=s~R?$-amn17m>j8b=OtsO?w4?zUbI>h=iXm+q#s zg5@AxM7^VPQ!DO9;-3a(CI=%FT*&QnLHhK~Yp^3RaF*>9uhJDpXiM47um~8+RU#{1ro&E#xJtp2* zN1WT8o$|Hg5BAZqqHS3Jpj0+6HgXgx4hhLj{TY$XLcFYLU0;{K3{X~gqt-b(JN~nc zKiYP_cmIQgQ-{ms!*3s}Mxd7Dicg-ip1~Q>Junn;|4RIMhLu7*vX24Ht#rTl;dvjZ zf>n)2aNau%b zuQSJWMhER^Mw*T6Wbg3-`%u6C=EO#oy7sn#>*GwOIG~3$UBOgU*be(ytZH1pnB5$> zxRhOX1MxQF~Pk+&oU% z7w$$y#>m=hGAnw%>7Rw{t01+sK>MEiJfTnq#4@Re##ajsppT!f{ozYNZ$Ekncm+M2 z!-x*Yt!NnyD>gUavv?3F(CCH4=2GkQ>{tjad5;nt;}2 zLAozGHI3yMf@xub{S75tzi$Ej98~+V<0NE(4eYuXtJfcz_5sL>wc7*Y27&LZD-|I# zp}cG8+_XMV{~O8&)n_=xlYjn>vtm!vV+J;1hI*AHW~|2$t4_vJgSdUbY)E!}>HVM6 zf3MOe&<9j#MPYy5Y6pRDFR^!9VqsEvMSX|KpG8%Y;b^`MaFn%d0Dy);!B!ZpEaMzOo*1<V>0|qvR5j3gVs3BI5-z|% z^Jx1prx&nGwt>Hyt=WkVfj&|)H6bUjJv3qyhf$Ez-|>G)dDcglOwG0hS!!Km3Z=P6MdD=L=x3M|hVOWIQti^R zxNCw{T>(fwOWKFK?Q4sIGf{7n+5R5j-NEch&bWI=U6BFOAZ$$Ba`z}*mQsE5=1uZv zndqu|=k~Y_A{|c|+xCrqp4E)m=ew0{MSaK>oK-8TnP?-knfRueI?;N5Ab0Y@S=agD3v~ zQT7&4Rc~*%Fw))K9ny#(jg){ih;&O!H^`<#T1urvP*l1k1!)kF?(Xi|z-I5eIOl!8 z@xSjk?ilwv4#P9tx_`0OdTP#RKJCEr)JRwglu%VxHM&e4PE10x=<_=KmN36N+1Li* z$9eYqly=Lg_MeG&7MlHLqe=Sw^NY&{5^y^nFb4_&)m0;ukew03=4?Y|2E@5ilTShA zpS;BoLE@``0!tJCfC5~Ay^TRYOfqgK#qb@B*Xq^N=*+QBsZbYpvJ^qf&74Z}FO&LH zCv6DdOfQ&mb}kDY0@q1NEr~d(3!vqblem;D?m5nsq5?8avatvgzXrLFGIxK((O{({ zE+U7=b!DQ$a9~ zG{=n5BD!lxp+jOk4is1vp9bM$6)N>Jl^uD(ionM2zlR!k_97X=ZQa(mUoKm2xHn#Y zySc*i(^x&*emQ9|Oe1iUMhkg<#!cz3`WK?n^1f|g8ulRu5`|~6igvQMSYg}w!-dRR zlSAc1R3g8NQl!}nzg-eS65YbqGDv8b?KvR*g-~Nd6Ga=fC&Vf@Lq$0q^@x-hles@Fx$oQUbb z&?3>2&1#;e2Va}ZFjF9GDe{enEpu5RQ5WiQ@H4*?SGb9a3+&U@$0*(CvA3*X>BX^c2vUcN z1Ya@1>82pN7@?%Hm)*}_`s z7G&&wkcfICyuBeKHu>A{m-PL4KKKQ2Yc4K$4GF)XQq`ouBkAbKhF3g!q0qV(u-kPv zOHPYSJ1P4DM?vJU`L*}N?liBs5Vo~@`Vg4~8N^NO7yjLO>T74_lPO7%!dn6y1H;dZ z@KP$}F1n7{pHtMVh7hVemW}WS7Cu4vU`rT$G-nEm2R^!F=lnghAfl>cX&b5GW($CR zZ16Kt#DVVUUGxQ+lx?^9yJby+f;Qz{aY1U4imHmYmc+RhPEI($^rUsRf=G5?h>u9R z`_JmbNjxP_L{0_5#Ek7R=yh*EJ6M-|+j@e&<8)vS379J5ST~4+>;+)oK#I}hCE2!Q zC~Py8{SB%S<9wE;u8hH&0S#e;FA7YXR*ct%Eaq98E4-sy0k$#rwsL%vv$Jst z2nbNo(La}!;RCfF``51(RaCIRoZ^bg%Fx!kxz?`EPSl{FpnohoK0ba-e0=9Uz+EsB zv$65Yt-%B-M8CLe2{yQ7;q6T(mrr7{MA^%n+;gy`1zCf{99(9htPTdixWov zfB8RuYg!O@M{DAs{HCw}+&D-P1}Li@Px^_#?Vt|G;_|JytH zhsri-IMGITM}>>N_~yzKxTbas0om_*R>8saW@cvhZ_;gN6pq*33h4B!&&_X$kt|$X z@EvQZ!Hoc>DD<`!5$G2X@Gby>p!D8t4BK zSW)(W-rN8GZvW?>l*$Oc{sm`f8yO*TcXyA8i>uzdD=WKamisUu>W_*pKAOrfJjXbx z^hyR4>QxVSPbF%8_;3M#VnO|Robnb&``|+Qu^=GTF{e{Rhgg`m_Z(kb$x-vu6H&;= z#fR+ig^#{iLiNgW;$U!F=U4vnU9rJ3I&`mGUQnWzZZwj~Xu7Jg;o-gf;N|`1FMF zuXzl^X#ELh0&@%TNXHo74osobt}}T}^L?1wQz4MpVlr^BUrU05pBsm}i~MJlls^se zvcxd|>j1_ais<*9oI0>q8|=)y9I>PjaJ!>0#mTs!cgda1eda#Q zl>Y0h=34I==A}%O-S-(*o!&yUJCDZrT>c(kUdT>2fG-sbVN#Y;av|n|^RYi;c`Ol1 z3dtXN8lxiZD*`Jjel%L|z7Bof6cTUp?&QddQ^)@V6Z3?H2+^F}{rnRnoDE=;smixQ z!e+G1K~lXZJqa8KGP>0yoDGXYXk2bytcOpn-wmWG~b!iqAJFh)Iy ziBf}dOzmjuvz|=4S@Q~Q=K=F;Ehe3wwFt@C*e2R6F z%`X*Ltrq2tF5P4V8>4ip3A~5!DATKVQ+mOH7bM}E)==GW{#bSjQEfm)B9cvc))(vvsP4_3(IRAdA@mHy4+Q)q{C@_$X+_5HRx- z%XB9KDHj#?e-=sQEc4HE#s!G-U}6y?;yK!y>O(QO&fnD4DAh?B+ST%!hYyl*jN#v4uc{(j)+P$BCD5JV_D)yx1A|(KAC1Ye!M; zl+gtDy-FLK`+*Dog^^bRERjmd6Px2yZ z%5%RU$?eZsUqG-hPvo&@;Ne9yqg5omS4(JI7VEmd8TxMQl)V_);E%wz+FI+oSfXkt zed|F7f{&T?v(}n@RGr0_x@8bb_FXTZyAnzzIRgkR5Jz}ziztH}6uyw=ZMsYp8 z;&;P4{Go%kiw|JTM?cv=)FM9ziKmkPjoqO}eNfv4d9(UODPTSvmjrhHe0p)FaCreZ zR&H*BZ8kayQFt|?S5I}OqAoLnot>SHq@s$m9=#86@jqZa(`tyRtE`hJe`oFM zZGGvk&9B~kl9Hxvf1WEHs-wT76tvA~+(03G@dq%GA}j|jaO4zn2|~j=$l0gKmz4jT z3xLjHDeQuTgxrC$!myk4AvSZEw{#XZXRZ5J-e3UzY7iF+4b<)is2_p<8ybZTkMp{j zw!AtCKT%3hohQtrvfeDO{=%?I{n&_2N`P9VxI^ELC{6dUY&{u9EPlbLsPe zCvj%*gLY>2Coe}iHY3b;I(~x%&BmsEslcx7&wUu_d_9glS-&^S7_`QE#KaUUlB!JUg>~MVfh%MGr z_bhqh8)KQCMUed{{y)&5EVv*va##vh`}xEL=f*gCf1Mx4|BH!^y4>^6tndUUrXO0e zMx~vgKn@N$AbCVptjofhibCsEWAhI!vwH4{=6-sFy0Au4a@IfWc2GtTnc3WMOswqh3Mp?9T0y!bn5MqQ4#G-SM{nrpW7Vjz}t7)0W8Rr z&PIh^h`6{ob9yGyQ-CiQQ*A;;|APm!QS}C19gni;-7SsaDjvIk`S0oAkDf>(H2{hf zxeXI6sMiNx6b-YKpypnuw3pC;1FD0_mApym{AJ$HYirDRpt8aw6_|wBr;qw}&)suu zg2n;Vu{<8gFF2oV?IKU6>j4}_c~h%DZw4~Sd2pU*$&N4_czinqvZk8xx~F>H z@z9sDZ(wtv8=}sG@G}6iKD$s(#*08bWgl|jHz*ofY<)Sr8Om3=$BK)`Ec);fRH+{L zU~|_`2`#T_{)KF2x)aG+r7WvBe6#ZsMF30(L~x+MstMAnk1)G0?R)%uUif*M>{*g$9z`xPl&;^{G#2#}h-z=FaQ~1yFT7L;>Ts(l`nQ+>fGiD$kuUWuQ zPjy&&e^QS**VVLo`_&SJA!J9pAwyXFNo@BiIp}_5Znp&NULwWT$0JWO!TDY7rFZ(KQ@JIe3|Kh-s;mAE4cyEol1f4M;587ImDTGpt ze=D4`?LzP0;mhYTon+wH%L5S^~P8YN&jUh=UF&K+KD%eqcR+_xC-o=Qc|eH$M2M2#ZnILr?zV;8hmSJM3jb79 z13X<@UH~EJ7fDMJe?2Kvdci<__;Wf3k&~1J?mRr3#xM|SEC(8BRz1Yb&J$)=WbOcc zFbW_wo|!CeljqH@xK&1jCugmq-v$xib`jcS2sPLY140e{$TJC1_!%J^i4X=G>^c!K zUvVH){tED{P*v}?*5jxEfE!g~^y($tSDI;*6yZX@oD_D$L3UDJ{DtB3Dfu^g-{~Wn z=VBJ-{lY!1TfYjDC%^S>LA)K6i_<6rMP4<*sfa@6nMHt`#EhLk$#Y7U*_E~aLaaHL zH}@~LiEVhhX?{=RO0WA=TiM@oV;B7JRJEaZnS<^)Z_xh7e}kKZ87Il05=(EEAqvEa zYN4>RAtF*zF#J8BUjyOa4A1+QWBj@Y5dSmv`+Q)j(^QDEuTQl+kl~(w=m})ly^iC4 zVosW{xQL4P3Hy8T3pYhReO?+5*C`LH%i-^gJLLesixx3?fzAm?uVs3lpGnzMKuU_g z6O!vJK_H8duvKc2s~pqc+(nP$5CT$NQ{^1wlbqcT#FY)|>Yud<^HbIOWwRmSvuB2g zqn5jWanGec$gPY{OEAOYLY!3(v{|;Fd;A)F8Zj-T_-i-l-55QC)rOXWmdEE;ZQ~W> zPB-2Xuq`&sIKyQV^`)UD!QH&ARhE>OoybQ4n=W^rfc4ocI4^380Rc6<%+|3{DD(+4 zGqW=9xj5Ixn>!AUfS{4176Opo7UVG99Fc#`{d43wE&e^$*@)vTGUu4_&J541C8W?O zG9#Mq7QJi`uN|3P=k-3bxR@l0L&A*~Nw+XAF#)j7YL-7H9((|Fc3ooU{FMr8t?Rn? zn^qBQAQ;e!ZDjl|E_vKA#yG%lnHBw%#{m>)e(gSulgG?>OZ3da*`D~_L0G>T$@2Po zj8`x-s-l_zw9hu&Q3c0ST=~d>@w-z8H0}6I1wJI4tol9oEE?g7o}{}UBmfPjUeFRz~F-NVO?q$s!KlE5Q}03P?M zYarz*D_~0jzC}#&IynxX1lq^!EJOV)OHijJO_E^zq4oLM-MOrw0A?7o2o%i_GZwez zk9pFl9wngbwpFzB=hc;S_=!>xl2;OCS-t700Eg)-`*vuAt9f{Co=q*~6VYEt?&;X? zsL8%QyCldq{aYW?Y(?(pYGYuk*jiN>U6ns(Mf6Z;QW&?rwNKV!d!#s2G@i!(H3+8l z!!I}CC@_DftpN1Xxc4ztmDYb`=c*6To_&;ueV{%!DSX8-z3fU2EDUQpHfS}v1Slb< zB^O2sO!zEhKqa;jDr)17xuEmthVujU;n&sn#jqk!3u5L&weGKvjm^g@j%_R|$7r`= zu57M(+t7y=hxZmx$j<~a*mk@FzEP`(Q%U`}gI%NDFmjGlj9DA;7;&eGA#ITib*a^k>xAy4%*dlr z>yA7;>qXu%9Fv_AV14XZBe@GI%dZI_e=V?d8SB#{_5QMD-P51|^SZJe%Q_L#ijQjJPz;b>_i&`#lQJ2jCj#=c@bif-KuDy_u%R=EIXSvB{voGsWy3)N2yGujin0} zV5Jm3{vnS8AGjxw-v`*<@*G?Um2|)}(LMVb_$HlLx8QcooOn;@RCU^7qi7}u^6Yjf z$I=GQ`*i{>jHVmUzB7XcUjju4u*F5oN~ zd%D=p3?R~y=G0N_)PG?>ACW1S2Q$qzQywbA^)#6tx`wVk-Lr(d2mva7L6G2l3cT9L z!M#o1`BV(^`E+kXiuWq);AW^JP8Jjz{-J71Pw{3wJl z zqn7Kb7kSq9CHILNO~%#D&@Yo3Mq`^@il`XSn5P0w>@CaaN9&6{{O+%{+FNqqA0qta%`1w@vne~ODJI6kBp;? zn2H%G-eUaqxgof&s~(JdP_hN_5MHXzMr@FKI-iO@`WjiIkEfE3teXMlUJ3E;!bhk) zz0+mct$A|1L$i$%OoVf7zC1SoeD&jkjocdn$Q;V&9kE!BLm73L!_Qj?Ih0#uqA#{v zhF^vtA_8N1V*q)xXsfil^;G>BPC z?%XfFTz|@IWkCHLaVy#x{(aH%U}S#%QQiGUE6kvn|9IA_vwFR>*yW~D($BGoC@6t9 zkRb5y8P81~S$0iuITb`GGs1Au%DrvmFEZP|q-=c1XAkh)&yIbw?CfAHFYlSy2hgF8 zEG@p6NQTWlTYEy#pw98Ti@&cbH+@E;D z28bfpUrf%dkep7+Ps(1wDgC(!GiKYCptRuR^Ik6bMx_|~e=iz^OvUgLnB1cJWx=)% z_I0V0q;>CFqwr%M5`Z&}rV4m*8n59cm8-{5{DE6TRj7SGuZxq7O^zvu$xt<2Mb#wp zga8?m^`$6<0!MCiTYcyWO4irNT%0hATO-h$k~HhqH)>lmdHpY^nu%v^cKwJ|kzjP} zv$qfUt<}YRnhSsQ$R4;u)p4|hLX5tW=gX%36|;b{Qpa-8&g|M37RENo%H zF{$5t>`o*eU!CbTfL-TmKg0hcO#4e)nPm+32B<(se~NisE$gXA%u}ju9iWEOc8TB8 zv!zMkP>Ow5I`li3g>FEq>D4SZK-(O(IYCou?AH7m1<1kMXDieTr-ITD>_Ld}SAgBS~Fo@84jP ztmA4qhWg`&3g(HjE<{!Ey+WHv!1|IcNo-eUN)=dp0a1A(bBnorqYya z0krWHyqJ&u((p>{*Aw`!#fc8G6nAY*Oq{Ta2(+(^ zA1ER3TsRrLnVBA;H;XNGfy%g z*K}*xD`+MUwBRmgeTabBJ=5g}Jx+vlG%lW$d-e#2fOaAzOl(6DoI>*JtdG$(MzJGB zB)wcVOrX|D2sy=gy`2mONxBGmxY*`Et)4i+V!6qVk3Ht23^$Ms%+^ z5~gJjf}Kc#X#5mZPlqUbWJU!^<+nWsT>{_{*VBnWzIl38Pr}vg*ACNOy=Ua!FH>*l z5=rk-?MEm#W3Ty?fI_-QePH8Lg8`8v{Xl1gVfBGbT+H>*7k@fHY~3Ei4Gok+8Gw1U zUubT0;CDWQLinKKRzWbNq?xn=^YmE`!g=vBZ~o;b==pc}dEKuW`07qZb#>`d z_XzCIQ&s=^G@li+YfThAJi6hSMgWS)|HVU}$2y)GnNRw9TN;yyhl0@0n6O-Dx!$9S z{Pr0QDfy*iU}(fExS1SaMs6>odSK6hM){Ac<}_A1e?gC?iX=R}U;QrH%Bo3GcTMKy zu+Gw3aQrMRpMa6mPjr=iom)fb66T*)G)Qu<;;n*hA9(sm z)*gQf3JW3%;zI@1e)kKJp-o%dXQx-65`ylkD^X5wd{}L|a)FS*SBxD5ECL|Yn!t~U z&v`(VPrY!ETJDuiXv#Y%F0s*f97b+*Cn0|j`KC!pwO@~5`!vf77NZ=g_ju%`GRtB6 z(wno)!o-!8gD8S^8J4@cpw@F&!5gozaY6WMEBsmWHACb%#q(i?V~t|ALh6d8a@6MIu!S(fmsLxvR$O~~ zyG-m*OLH^scfGgYzjGnU0!cP#kaTl%^EOWSB)2Y*j=D#C2L=b*1_$wCV`HH}P!HYC zE`W|g8xI$EIaO0SRKGY9bT#prHb#^~?)Kb#WnjH+pfLbUh6UI;nA_I|R9u`zXi`#A z2;;ga85p8R>=l4GON1N~?CuW1`gdilNONR%)-jO`DCqR|_I{GNasp*zx=B;=lY6Gt z)D*?e&W^IOvLCNZKj>YTzFsE*`epA8c{w>{fy~UCv4S_GOuRfivaG~UiznJ=W~j8a zwR;B#L0i}MFCtN0u)|Pp`l7kO`N{*YmdmHGYPf1Pnv<+$=v5!z=@96Et1RYw)C@5`PXGFBL&L?-J zrKOzw{5>$3B=`mB4e>I!)iMQV#P6=YZEo6nmQj$9px{S)e%|u(^P|L$L8P(2pEgBy}d2#>dJrr@zGHd zpd^^I1YM6KTGG?WV!EuV^YCzR!etqsXv-8&I5MU7*$?@5+Xz!LW%i%Iu02aiOPM%1 zF(v56J%7bm-pt9YTWVh z{ROwSqMfG7?q$->WBn6q8XB+?lsv!v4F-_@)a9A5sA!h8qO2?ucynedC7&(=ps{21 zO6LJm;Bna5*((|vVv~~z0lfeUg$|qda_bu#XNhf{oSmVBxB0yiOHyNhWX`g(va)=3 z{mhKzULEUvJEei6+p6+-(%5yxoU=>(2gO}uxAG5RVPVt+CF_@X{T2c+m8%2IhlzAW zK5BdCM_Wav9rq_~@B7$nZ16LD03#TmJ3!vlSeI;g)tA({S3s8r{Cllsj z+u`HmgRWAvVw#&TL8i7Uii$9-Dxt%zk0^27p3vTS=6x1k<%2DVLR7ZxF3O$@)R(r; zOi+m;AeW1hjf1VWQ1uG5<$pV%{C;z@0Yf&ox#)plhuiSNrpCylN$EqlyPRO zT7U9SK;nh+kpHE$-O-!NnJr`QxT)geVpj*x-vo!(Xx))I<+)pZdD0OQ^gn)m8EOH- zciX$W9*ywja00;INyH8AOf(_~oReos^pP{pKK1l8G;z0wO-Tc-!C~O66y*i)+B{=p zV_P|1>5$G6-qnDEqMX}$FHwa7&#A{9QiDmNru21Z-=>Tx0E^I2;}nI8qJK2<4TR|%4UupQ71r;I|%Y89O=rU zBO;c;0-L8tDo4tNl5l7|86@l6G%?@zkpKd6SRd3j-Ex4Wds)+=oR!t;$2)Rgp;ec% zd+o^_D}(-vIDVjJMIa6Ry%S(&MsMb~g2v1k;k^Q$CQ_EstueTV&Ud-x_K=0HMimA- zS^CuaVtqo2K4?YY@Qp1{eJd_+3De^Ay2<(#coo)h(i-Mnq?y+}J^g;n#C`eqgTlf> z!UxQkoge2&lnRJ?66wNKH^6HK6oBdbP`Jv{GdiF z9YlF@a#EO@AzLuIO0`JP+%i#r;@VSZEewe~De=yw}8aa&TZmmNTG$-%PcN zv+46tM&&`^VmqIVmw#O?dK!hGh5#3o{lvX}Wflsp??>weGKeNkK7%_8?+0x&W4UOs zO7(H1^Ny-YfgBx}J-*&>hr~UItQ+$8l`+^L!qf@oQku`7$Mv%YAU$zkMFlpD3a0-d zDhj>MN6*umDV;J6_;RyXWV#`>(eD zw3w&|UT&iGMlMYc4_7=~GBh_o@+i~dB;DTMXAP^?IKR9UXTw1{%aWc9_-mXfH8MK7 zDino=#G#p6xW1L8#!f2}JpalV0+ESLA(@N}4SkTQa{fEW>Zb`GN6tD17#G*1_8B7t z+|_Rzq3ek=AfYb7Ho`wZwl$Q;5jl?u zUNT?mHboHqOX*(6k@4~M(_38haL~O1oXd<|UPE(|EaUOc^p94ibX8OK5q>BjCb*AX z#E#f|HL=f)jjh=rYHMr7*hWyYtQUf7!BhK)B{jUIBblW4J&V>a_TG~q!i*T~-z#c7 zx%pmeoXPsd5|bvZ_+@#!ZMDB}hR8#oCOYES&eu&vBFL7t$;zzssWJ<^iA3`SdJj#- zM{z)ep*8v@AuoP{_P@CRN+@w%$T@$-hz!|N8%);cIhDWYBn^p5OKarL5mX4NyZGAA zIg7MrUCpCWgPTR^u_yq4W%b;4;~ zM!t*H60K3xvA&>+xC}^o<7Q~-1qj%CifyqP?aw;u*U9g5Z>f-F#9#Z z@|p!Zvi()qd>DPb>M__gPK|9HWA*jaH-f*nF;@$kA&4 zU9U`ag+fzgZ+eS!UH8sDq z)~r`EskyJuy>Bll`6oyD*?E@8*-luILn{^q7#91Oe#su=tgm5@=Q)Nhp9fvM{}{e8 z?f#AS%y&n%(l|q#Y{3TB#DW?`ss;}VYCgLNQZ9DqP(HvY5K2Bl6S9Py@ z5}O`s8{|9_f4BVjkeC7p1e8FH_pp(Nh(poel5{asw{deH1X? zRTHOV{}Sryg)b8zaNF!k!Qbps=J)2vq3Tue&_{OGmq=`J$Ch6xSf=|S8~h4?+pEgl zn`K&?Mg@Un;o*f12{?IElf5SwV2168pONqADi|gg9wSils9N`-aJGZ|-FMpojUi^n z{Jbu6OX&$}$KS}c5EiO49PiuXkO!P8y&XQ8WnyG3^bhPb4M)7Xn`LTLwFv&m4^96a)% z?YpfSZohVIIcjtGMlaVNqcOV{_q&Cxi`G~ss$I?6Pb<|TonJab=(@VkJB7y|jcbMz z#90+MnhW}2a3}v!VMbPABy3)dlt*)th)(9?0D8uJ_Di(;H^+5(%NVf*d4&c%bF z3yv5GE3;1@a&evXZ@qk&Ztv>abAB$oy0)fmW|o*txMlNkecdKTfjRREq#TT4>u6w4 z`z<#`AOH3xummiF5tR=gyvqKxS&X!ms>-`4lB@bf_7412&`L(IfBin;SW{DDVQbr6 z0Bc|dTD%~Jb>Y@s-{5uiYy+%UbPNnjk*u~24{a^2iX9t4adB!vK|x^C!J8U(!X4(U z9savxSvN!Y2`_v?AR31O$8E*>L6|iP;h%gKF^RUe6x-?<0ZLpP0W-o~@Cv4!^8G@3rqP*-0_u1ZZyLlw_C^m!CjwACWm_w~9T-+sdUrPpg{2^n5q zEwivBC0Ssc6nb*!lv10_LVVQFEN!=Dy4)M7Z%>~Yxd_<{TgXXb#m(%NpkSqZlh%40 zX6kRhU*dZmxZ@=b$h#&#)z#H`_0`psm1V)aA1h;L9btSKZ;bmN_9&aFo`5NuZo? zV(NwIIW>wcdpe;RRgXgW?4HeFOG`^vsvi)eRnfV@CLtyUdbONDJy?!C^=YYoc%Kck zhzL2@31&%g;W_f)WIbKmI?&R1^Ts)F?wYSA=Sa@N4M}wuTgru8RbAcNxRi^Xy}J#g ze_%kt&8+?whNNxc7wFLkK5Qe0ROvi|C zztFdif18waW#0p4ECJ2zmJro1_gST*qhk>JO5dl)pHBMmF*WK|KYk+6FUBK}BFa$4 zNyB~&{xb;WsbG<7OT0s^7^)WKeSeDB_>I3sRQEw{PYA{GcCaNWjr>DIQ&-jW#%r1FGtP zVP2xoZNNh=CofM#Ng4Bc?kDec&W8_Y?gl{ey6P8@lby)DQp)21rz$-?o#xNh2?jWD zf&v1veTh{w&S0=`D0mU}_MAWy-LzYUuDhG&tz-gDYgvl~+lQ!nC)A_6T^8rk8914IbMMvIiAko)ke+&Y2&I9-Z-5k# zgaLl?{^ilq#)GB8pyJ}>{N2L<+4oU*zP&t9NY>Z#1xfP4pWc8HO@9&zvsh@qj$ldF z-3IvEnH()Uo99}ZyC(%Kh+3Z8Q~~}>AOP-iXXWZiq6wj*M3gVr`b@0_)W#|Y)?0}KzDdhEDugiN*xoH(-5;B z6+%Z7(b=g`xW&yN;&A(yH})Mx(HWhZ3iQ_5Km}{=txMyk06L!4Gj=sb^%53 z9CB>%Hcsy4=|P8vg1`Q_PenniIx75oxvy8oVhi4wE!X(R@>Hy8XAykbCm|pJ!()LA zNnO#tLiq`_EnI(HkeBEe>sG8iler<)+>Z8M0NEZgE#{47)Q`Etm~<01nO8!*7u=ayC~ z6#@Bk7brAw^(li&4=AOrd;J1B%|JeqMn4#w9&K}T&Fh8*wi%wTga?Jg$ID%&d;MY~ zEQ~Rcg(aw*nvZ&zO zxg{%*`tJQ!)FPx0+!t(J(5lymex%zdg}>f#XS6Tv+5Y_mxPv&XK`(9+rbf=;<=~Z_ zZW8aWUc}k3^}-Ix+|11Aqu{HiG?H8;C8c9fLV56TVrqy8s7c@dF%2{0*Ae^US*LQb zorSuV3*NN!^afab5#wHh0TuhUyk5oHUIVW<6Y;g8@$r1CWO$7I(znB4&*TZ!I#~+I z@GLdr;Zj`Gz0c&Y(~Z?9gRT~QnFujy%MKQQ(GWw;OXSOh7pY%a$I@iBT&i;iZ97iZdVuiv#_`p^1qcG5he%f@`uOn*m`;b| z{PTLqVrgowgG_&LSja`j~)&AE@GD)A!HM+wZAF2N8=QjgTVMM zjVWI8xaUorl9IGR(o5VDj$%NYomMJ<)TnfFCBV&1AdyxqY*@(|xmtvp{kM!lyk^&d`*)i%^(}R%N|m5e0p*;Pj_4d4FpT9I3slhPh;zYhNu zJeZ3HPWn$vpU1<-TnS%%kXC6-T^%mq;P<${S+K3XZ(?c(qY3G{tL3BdEfMg$;!zIq z9Q@YXg(Cr>)7p|M10G4(aR;Au>;G1k5%PJhHQ!ZX(v>*XkqaWVC&94#a5H{b_kC5S zN~&ojrGEnoCRD_M0&bTR@FSX17vn#=K0M-wq=Rirpz(+N9P&l#f&)^OACjHEDO@bY%ak>Q}an!=1 zB5M#Fu%}{yK@yz6vEC2T_;Uw}BM}A9lEh6jl{dL%w>CFjs2fPU6P7QI?x<|P;E{iI zkbXL-gfd1OE*2j0eg`HNK0bVar)YiG6ZoKp32cbF`^gV|jB_-Q-*CxX zt$(9MY{3x`+q(j|;%ikcJ)a)Qd3jS(NUw%NevrK^KbI{S=i8&#kHdQyN$vT_)9*4f zY4uq5mN1L8N%yJcfVE{_O^*#sGz%lh%g=3KKbJiN+g|}6d`HZV>n|FNoQHz^M zj#vL}FBEE96z*WjWWcZ^7)y`DW6Rx*&h7?3SHx8_MG4>FEFT*i1Jk6u8!Wqa%*b)f z-dwx@R~3hAgg=mylKNI$e0J-o(+WB~O?OQ-HIs~gN!%$1?=JdPcu6e4-ek&j>v+OY?lODm42|On|)~w~p6_BeNYpX$RSE~CReCPX! zmj`u+h1Qv@xa+NZK55ukX-s?)Qjx{ZpP;S3Ii7}t?lv~4AS;lD5KjT@h!h(Ql(4gj zf4xbt?n$%+pXnEqfhfsK{7q%MlZFQVMnWb|kn2!uLAl~~l~Dr6fD%qrV2}H?4a+IF zCs8JG^>)(6`n|Q4EuRVp8wG3y5Y&0j)PZ$VR#Q{xh_vnPwyB_Wwx9}c%Z)SlFfpM; z6jpE7d*Q9g?Y!N~lgP7UYHOo-Lk}{rv@}v6`^<9_00zfQSKAH!xCUBym7tdrl(~3- z_X7cIa(a3ssFF(LJoyChCF0nOSIL53wYB3yiqOwc&koV!1)pM41hL%M$ zvel0Wzu{oW6NR}vWiT4@UKwcG5}cR7uO9K}zudYmxZwT)acYx$Ea96qIvKvbZO?Jd z4bBm87vOv%)f)ZU&Mf@$Wo3V+T7yPC!}=L71vqT@(I{ZBc)6zN zlp(umT%WvHd|5mJ!hUzvb{s6MrvU-tAQA?54>FjPoSX!S!}<<~>JX#SZcuCAO;$L< zY20?#x*up2)=$Sg37ybHauu9vBMt@uJuCk)dBu$LeOO_-n*)mN8N9}l-PFuh z?b=#7(I`m=ZLbOTWi_-XS9e^WC-8%W0OT^{acCggoc>KtgZ+gj3INe6^onpES{amC z_267abXggyc^JPA1Oq$5`ZwfC^*ii^!ITk3E-ox!z8H&|=Rb|LUJtrvzr_X)2h_5| zde%a_jIP&bYHEbR$p^?X?_X<4de<3_q`>~;V*!vkSqgoys5N>DkYn3wA^<3XxT(lH zx4Bso6hdU#Q+dl`52h!{I008yhfU0a`2Q3vHT>_XcaLgJu<&Gy%MeEm9C{tJQrB3P3E!Po0gjc*9ERL*8}LHUgj5>0TH=-T%wKSm&D8;jq!aGTMjU zd{PeSuGhjYe&xT{xl4r?K#egRyhD8{W3+W~b~m?x2>sjNZw@gxKolcts7zsICX$mO z4mzl-TU_y%B^kMqvdq`+{sG>rEILMS^-J_wOr7onLf_7@w@H}dAQa|Z*YGy{Iq0#;6 z)6kdC#)E-lb(!1U+jHL@&R6Gf4gINw`tZ9LkuWu0=vOV&k8*U#)N14;bqhXoya*7< zM7>JVE{<$kO9{PJwYj%Vjej>h?o>HmzD>BC2dk8Z9I&vkKtC6huL&kB(Fbhj8<&0K zNl~7s?{gNWzDM&~=MCyJA|fM8jb2n-gkX`&U4TjA{_@|b^F^k}hO)A=_vuX&D;s)V(Ru;*{K7$TSa*eMax!S$t$+fI|2K=eViGa{2@2i5z_1 z9S-wPdM*0$?Bubdlascw@!r|dkZpB-Lj#o>``C`XTh?F{4h0`n!Adl>&qN=Rk)FPi z__oQdYRxlm&r?%+2n?ipGr6Urto$3qzja@iz}8u*aM&FGuB)MPjuRgrZ((oWdm#6n zpU^P|8CRR}$?Eg;ZK=K`WJN_q{Js;{=94I0;yaInZ^rM6hPBG~XTa5-07ynaKmaLH zZl%VMOGG3?=gT<&?*LMBn_5;zR;ICFunY!{Dq32u{1`|nRsr=HFc2x14FT|NPY{2` zBqsW(h7rdq^uJ5__>mfn8!PEM0|p386uYh+S|i};NxYx-agVFDf-!J_iP5h?Tkt1^ z<(cxuHJKc9ir;t>H~}v{=z>{tz!hgoE)a)+yF>>vp}|(@*{&zWZFR)|f4OEag&$ z?e<76KiTUYf%}?vMVVWs%~A1u5YOUZy?DDLE!sFmj-za5~gO^XL9 z%4xfZnCQ!IjfTN4(zc5X4GpW~gMi`1A1aH+-M`;5=;;0AAx!@u_RGGhc~M>6l(j^< zG_#gneprD-jCy^QPi_;c780=REIBn%mnBLCC(|u6Cu~dUvY)I1jY}ul?shJ$zMs6| znv354apl>T@az-6UD-4y&jt+-n|zBnK?-Gy>x}mEuI)SCs8&P6T`AsL{pwj|R^mDu zsmv-8mvjK|O&|CqwZ>L782(9Q32uQ@j8liS_84Who4#WY>C!dF%%UKcU?&Wk;%66R zkm+dogTO>(h=#+-h!$I!nWdgGLJ6NAXe`91r@i?A^&5H?Q_`)SQ>^0X_@n1CJ3IUF zEwAWHiKdj87|f!FFCuE0BqZkSx;Zt4h=Eo8^ojBQ4FQ4;{l-?eb<K>2B%nRJ!4u|K@k^`;GhFcYI^W5Dw=&JkQ>1 zuf5h>bFXR5>oIxjoN*o)I@+XbJy+drBowlCmp~d1(uxyZ7+&W}Df2}}f_90P4Zy5{ zlW)%75J((+9wAM2^0I?v!J%vP>Q%zTR^A~4q<2zK3Fw~%YVJ@h3W5!u%my)5=^c3~ zS!>*9NpehHvWm?89#D{+IlPmRaz|)?Q3Nm)SJ$6|^#H;9C}bFCZv{YWDh`fulh5Gg zmFJ8=ZcJogMVoA8XRoh?ROl<_+QJi~IMt#qkgxgyM??r#JQC1@Y%X1?_PDZ*YJT(m-fjr~&(vf%2<8y${kQi~Yc{5j~B_$I2`dNeZfUH!(dx81o;%#e{)eLJU>@ROB zdT-R5UaN|hKn-2D=Wjr^T3zfrJvHSP2S8%nOwWH46RKb&e_pr&Hxr_N7ft&5_3JHO zEpD)dlVAin7ru#(ja^qc@-$${FD@R~asf%2*WG2=^_A57_e~0Mrd66<1?0?xos?BZ z@T{z?-+%KffpFv@@PiVfZ3T6EpsGMgju<6aIey{yPE*N~p&=NE^)&~;jukP;mOmg! zBKopn0W`r5a<`xu9}M*4P8OX;%ldMN4Ysnz&1ajwRj55l95&q;5jsK)>pm^n0Rf5Y z?Owr`ft7}~hrc}WZTtI{hbwI>MLDuAE<6~df|CArq`matIIGh*WGQ1-6Wi`-0O^dK zo7+DlgRB`2yL+Syh}|@R>>Rb}+Yv3NxIHQmj+2rKn7kMmkj*T@__jSn_(;s^0-~4f zoSeQ133$!-r-Pt4pX(V_kl{XHF$2-pCx6sebgAf(Iu=E+$u4A=TZ=;kG_4@8(-~`B zN*Wvg=)3^S_E8{~I7fEuv8iXG`xR)A7Ph;@Xun|7(6~sgp`j79VA~YoJci;3`ig^K z?Hx!ujXB%(*&iFo0PuzGwej@W4lqNC%R_8QKzIT`mZXeKaOVZce}(T3Ykv44myF=+ zdHR4uhNysh@}+h|DUII;WO@~c^h);+N0467LnaDzmO(>D&jzV0Tgy2%HFk)`RYX)& zFOZ=5=Un_5;MJ{X=|`AfzB~gX=>K=2K}aVT41XI$6og-1m)}5@zWH>3iQnUr83_rA z96JOwl6l^IJ|PEk{Wz0NP-(mnB7B^h?PN3F+R>Wv!$PoJ=u!vt{{9~>fF27lDxl2x zttmNp^)vX~;X=b`-tyn2rWv~F5i-}+rv)czfZ79ErIvhBUj<06{d`hAX6EtKu#A6Q z_ZPIVuE>WlQ1+PK(mq#H64^3-Z^K<(U9D4o24qE})xIM?**5A06bIJ7qK_{3(+t~X z{30bNpP#s{DL>Waul?H1Vez$TN%7YbL=zd=c5{YypQxu_)XV4c>`P@**Qc7zY;i4K^wddlPMdprhrkQ zn3$M=c%ilREkM3Ex3^=VLe0O8+1Dn&wRYrfL_|j^u-u)USU426G@!&dtX=Q>xudy6 zG2fA`jawi7EI|m$Xnr<+g2i;I1BfC?X=#Y;Z3J)d@!#Ln{1Om}Y@$AwGY4y0$N8o)zuRWS=*z`8b_dZ&3|&K^@vQ>j5n7a8M5!v7cT`0wS5fgNMU(< za*v+bus+xZP_xO^YEj}L49N=^=i=RvH>fTv!*ulY-T{OFtAP@BQUGe9A{VTOxTSaAP)rS8tGi_oH02md+71>1aMaT zReJK%x!GXp!j6g(+JBr0G+NnHhgtt#1J)eTvuDqA=T!J6=jTHoHwc$GpcoqtP}p8w zNRSRIP*-{ZqHiD$tNig}o#E}K)vx^$=WpL6=y3sPL&3*4v%^;fb|N%A&y#?``qNWK z;fp_N#JbYpLywM$iwor4yXZS-*UtbTN5D+}~ z`RW@Qi~!pe?5};Jqk0#XH(+0gh=>5`v3|`QJqrtsgP89#>aWclV6H)#uzPcp8dMmR zRaMt(8_lUUh6P_4IN2K=^7HZGf3A0p+$h_=U2&wiEI7(ZO6sA5++yEPvWyiw55hcc zKk#09JK=v_-g=V$o9o=%JTEH2q<`h0*Swb(qiPH&0g5d zlqHY$=g%K(iJt?WDnKV|4F!alJ}fnO*A-v29nZYMeoB7LUEB5rZ~kd?@i`2{JYtj& z2u`vrL?gB99aVue5#P_7aSvN7kc3`o#CD5-C7)fTZS!-Q|9e<3q8#nh0BQg4-zrHw zB9EgRd4>xzjIxPZgn&fq36PzQ#%~=t=Y6%_!SOVu%{)lV%<=9UYJYUoQJI+ShkA*H zBzuHJC0-Une{C7%60r76To&5(Ie7zMUjGgKE?h!jI}q9sXGwT4%;uf5lRMy6M25XV zWgla`yl&{93wd0!kJpowPXZZBoTSg$8@|=k5NUZivqczbx}wBWJ0{DcGVz;?zsSfa z zinb?CuY^48HE9mvaYLp;!g`4k7LPHZxDj8j)Uz-D$x@q^-uKkSYr@qOM%UIIp0bkK zb@^*5kwd2!cJN?>r^4O4xf3;lptY@m7g{us(>5NLsfg`tMI>NN}{4S;jTqH;Oje0bNWpS_; z@a%x5YP;}?RB-c@-w|QFZMYOdj6N4kvh#Lb2vJzXCi>U})O3F#J}9DMpuWs;x%x;Y zNDuE2!IA>@Lq1fD5b27qlhh&%nEL-63-+Hqk3G zx9^W_bZq#w3-RjjmMu3mSiOD)GToi^bXQI+1<1{3w*G*?MnLdZuemky8nkh91s11q zE(8Jn#DVz8yv-eslCTd5Sxz01tp*;I=zbeJww)weACp^C>)5#J$wbdNLFzh9`Tu*u zd?D4?C-{aCTTfG3Gl#87(;({e0L#B%Q!)~=8%&{=t@v}Bc|A|hN`}LayQaxsc3Mx> z{BaJgQi~$w91+1~S~zC8b&j+8A#FHCrp+8tv-Ghx_Jn@vi%hWzHZo#|OOHR!t_@a> zr&6{abs^}McMn2X|G7i=_izvpJHQ{Vp!f%VebSph8FwZ6%kMv9j14i=nF}u<*&1vI z&Z6x^z`OvyaSZ^4#d$AL_|52tiKjlhE2bwdv4acN1vy#SPuw5WctnDF*ygM1(wfS9G3>Y>sD2l? zlvYRu_n$DR|7B{~vNS-wG@Bx&X=o-K(KtUcU3NcUd2)P%Gk}Qj^s(Dt!(UO@NmNW) zbM?b5XiWPIs9rnIJ+k6~hP&!Ybi$)@HzrB|>w-)SfTE=;c(S&1=qL>-l{KL| z(3hBx`u0GgT0I$L{qNs+`6ne2kO(;XJNKcNO5O*|W)f%mU~o_y5*GiX*P5~X%Txtx zP<9bzr^b{L>a&P1dHUf89i}IKtjv)en>Cbf0tcv!8*JF$Upu6UcueoPgRRl~b}|#- zZvM{L2AxJVbH{^vFl^PLKSgD~ei229!ua<9jqu&TxSg-9Vjado8&I!F4? zSorg707;#IDa&p^PR8R42KmH>2hbM|r5-Zrnh+x<;FJd9>&3uv0@5-n2XR*<1c1>T+}xY`z3@rVhsk13Ga$j80fD(aO3)`|WFWC;mNtVsjg?f= zjO#=L9FW2l{O#I}yBionf<}K}> z;VNK`r~vl-m;xAc&aKzAw~GM^^2Q6% z>-NxDh4R^7E=)glSOH)U0tZa+`AD>{py1m($kv8d_UV8<;}tsk8c0B>NhQBaQnmxv zv`tP00HjBVC6$&hm=taYzqE@U+yeh(6cm6M_hzxT8AvW3%ZL(;@rEF$0UVx9ZoZCR zKok0VqOSW(aJUC>=|N={Og1^G#Q!xkV4&_1QoOPencGDH`6R&VbpAgBXFm$==ur9f zu{4?YwSnr>*mva79HH;Xub)4PGd-4d>lf_W(n%T)J2!4XnrH(U3^9uHn?Ts9?KhzQ z#9;mJNq9HA2~Ir#q`aRF75}gIrbdZ7JPdM2f%U{!NrLXnf6bTy6`%^U3kx6Cx75|e zJ7a^1G{W@(tlVjm8g7$s3@=t{vI;Xe)Ys$gpJfEj{ zxxlfITQMFUm?)beQj+ezt5`yZ(dPLEXVuuP>SclL)|dNavMppag6SGp>{?~fmg>4o zou)Msl&L4T&QJPFQE0=aN<4-LoRhc+n|}o@n+JMo|D6&k#bct*MahiT^85I-WU1-x zI6-()%A~8ytFU3D{?Y-f2V%8R*D?rn(vl$jZ59NN>4$9H%q`zrjt!gwr=gKO_JT82 zIJ0S=i<9o){B`NX!46@jN{4lwo6D<4>1Qp8MlC)1U2(V5=M@bN_yCgp`ouK#?3yug zu;?IjDY7braMoIPf2E5V&3*FMV9A`RkNm;by;*~ir}Q52S*C7~K<>9&GxlT(4R_J$ zs1l8L@O-nD>9(Rhfn9Xn{Y+WZ?yg#;*-Xcl#e*9qUZEF${Y`IGKr`McS3Wr5kg3en zemBR!UxIyu@anlkf<$*wxWbTY1%!zMPIzuAuTZpxS{e-7+sSHhrL%I9rpm8+oCO4YK;50eC+J2)UUoi**@4PDL~xMJGb+cUu$^~ULWy&)1;((+n0f3{ z`jv_Hf@^scQp3a!A9i~KS0{8y;xTWzbZL%ko82+$I3ugazbue_4xN&FP&>#van#{5 zM~{xWlRlgcFS4FMsR0T0YlhYtQ++3(wn?O~MtoNt4jjrw?6sQqG9>I}DbTy;3%>EyNESBPZ&Z zJ?BP9lE*D5$PI)B#MW}N@5#Lh&*DoR=jTTAF-LBReF=h=O`mSwwtpwU;i^G4tWqB6f5Jvb9AMEOcPnYcne%}YvAqzJG5`%EpN%K| zg^C+lj5MfX^3$SA=3AWlV+CHA)B(4ZwMI%Z<{x=TU@xd=y5z_H0 zYh$c^iRikzyoR0PMSGd9*b&3x+`M5~>U)@^uS54`S&Nw(`{biOb7@WPMwlNGBei|@ zZ&e}O_Ww){f1N;ifEpKP& zpnh!F*;>MA5$)e+E7{c@YAUHx{mzr+gzew%#nD z@ljmUEYeEHKsdp?_A^9NQt;{5*Y|KIa!s?2Gx_1utzwS5!O4Uy zlvEPR9|y!-2=N!0LvQIcvQG@zh*&T6CHX^sljF%2J1N(BFx4kI{Wj*9med8yvYer3 zoE$61!x33JjF17Vie70uhcP*9R^Re$WpxvGUy70&H7I*x50j86bU*FJfklWl@b-R& zO}z6vLF}Fu;`2)7lyo0bw>f&vp8FYoLA3TtOutjNhe0`cF&Amx;z_QeVX!gHBS};I zq?PVnoxQ(L#D1kK##?+=gZWxo46gq^(-ZsNfJ0k4D2s;(vlBzY#FW={Z>}#mG(R80 z#rWqcbc~%Hajq7HLhLF1X#ej>7Lv^ZwLhZq7z#F&$l6F0M6rJThFL$!pYd$z;NlyT zfA=jVbe68oI6{OwGyU54FyQzMdKW!CQWhxw$1LTF>oMFj`?3sIgiB;M^{-D)sWg39 zL~~);EM9yR?pH>hJGHXs@Du`HT@L9VD2PbxDk;#&lzVGjC;AZxEmz8m!1g1YTr*7+ zV2jPQh=)TvIh1_Q4#_Rg^zN?tuO%pTNZ$nX8;Us^<8t#d`Mz^vI4kd=UpuBow4vm# z3*ji4prnnB*grkEG$WF_Q_E|Q*To{b?T)4|KX}7ODpYT;94)2-)El@j(EL_t#E(Ej zGuWWw(+YCp_#50EQRwq@(oSEJeS$o z5mod=u&m}^H8G`Nj-J1t;bN6~$Rc3rFxU;JrIwb;qU9sz5tx$+$uWm8;sT#I&dnUC zS|a5tgUrZT^LuceoG&A#EH7!&cZDr5OD|mIh8sasKF)rkeQ;P@#gs@>{e09=dh(i` zNVJIQ^ub ztwUAYkMMH2`65zaEY}blap&{!cIzr~A+Ke4iFP1-hAkmGTOm9j1M83Wvvt7qP#X|a zu;87DEu2HdL7}DjEw3~0omHxx(3bKQEKMUTE@}J zMv%*vkxPb=@Sr}s)T}=oX=2x@in{f>pyq{d-cdoGa7_|PN(bar)4rGzI{n?BO#q1* zd3UVEbY1Y7V?rqK_v(|lKd*hi6_RudowXa6DG-bq)?{yh)hWO$3eS`7&7w_xruzxc zP@dzs(E~dd6*=rU zLIXc%2eQAGRys=iZQnjcX1x*@CQqGdJGEB-J0Rg8@S^m4T?|j^5=M+WTDn@xZaS%d zyP>4KJvWNcsWNWUb3h#Vv(uJMyxq3?ISF1%blfdrjv0oxktt=dSJ*$2PX@0|8mGj` z{Xp53C5`~DqbQGEtm>#76BnR7J;CcUXDP8WMsWQgVU8csVO&4dt5p zE>TtyB)x(N)q08~f_%7Y=>OvAoxMKA6BJnHrxzg3xcBA=+;prYK(ii|e-V`$Ffrte z$j&eXnfa>(izaBn(ObxDwq~`g=44pNe5k?Z?nfGSJd`7Mf|8RN@#8|xZ>II{snQD5xPs`{Muyyxq2wxzn7@s)*%?TuEJ)(0 zRrDaof-sA!HOnJ<#4_<(w%JSz)Jr=2Dyv}Zqv+K@v#aA$*U{E%JU%*-z_J|f)Q(x}B)@nw4w<}fzLrV}G#4T4HqT1W~v zE6O_bU2YD=*0f;X>9&)c>r*%NXleMZ*{$3oE)n;zk2|16{{z7j+UE5(=l<@4;bdEnXh@sC7-2 znY6#6lqix}cjauEi~*g2$08nX?J7;qOMlONDFo+^UyB&V^ zS~0;y(E&_PjP`4seRQV6Ff1)yHG55-cwdP}Vvz^o(-WNTrUoAXyyrEcw&&>Mltw>C zX=;4IoBM=U4PT${yL8lZmP)kq-%mBC49CLxOkhl%hTP%79B;Yo zAht>$-Yb~$%Ep4Y0IB5Vmq~GF##{CuBmu*=@1s~FV2sG;h*63k_#-SraeyI+c(OPMuyA^$6>NE3NiZgiisrPTzX)pw?i@aHe79Ia6W45~4;~h?xW_Yo zPpy^;M-$`@4;g1??C2ZvysugPRrWC@P0<3zl{9QlMjD_m6Q1$%Whq!FW^R{eQHBV< z4itiU5@V?m!A9?MC>s zFn#W%nD&tOQzI;e^T|O;KacBbMB|D6drNP(MiejazQK}5F^ul*JUILDMiRAkMLtc-H}e>O6y zpsRWhg4RQtH(JhtEGqO*izQr*eM1D zT1l*a3n7o~Yd7Rnjs+oBhjrYh>Nz~zwDt?JPnLpzx%W%J1$C^!0ZFse95QNN7KB&m z)}x2w=S0*r5=E^xRcvgoavc}G&{sPt9pUbaAgf$(I#9aP%qA&Wo$@~iB@-TtMFLV< zasN0(a>b0Gn7-R$;or1G@sDX_q zYh&T|7NwtIdA#RWjC)or#3jn`elskRK5;EwBydr~&v-l!si|C9jRsGAZ@tmZKeQWj zDr=_sSn6Vg%GF@uN-DtT@1!YqF>`Z|++kYUB(B{g>Na}+ZvBuINDT{lZf`DvI58|` z`DNtt>tW=inbMuzy4<>i-<>^?*4Ek!XOqMB=RG$!>C`4f0Sf4@EI-L36i+r5ei#(j{GMCI&&z=>)`aZ)2`gXtP+K81Dkbx`Tult_ zo2}+P3K9f}KC%S#A5%oNpRaNNXSm)OW7Vpw9^O^4I|sg99O#L0EGfgko0D+zi`boJ2o{$KLI=zzd(R{74mS-4Yk_0AH6*w z@qJDf7}#aut7|&i!~ZT74nyje-}~h`ud+8Q7o$k=#`p2zz@Hk%hFO1 z5QtCy#^iRtYWgHXBNr8+l$))EECvNN3=b_i`EW@E8vLo(B-Aw0Wj{*^aYW%UMyi>p^6L~63pJ{ou&&E?az(rMsldPavd^9#c^__k>{xNIq7e4n zZ_@GjeYZJjrrxIVRakZtt@AG>dl~lDo6%9jm3l+T=R$&3IM5n%b1aZ5pcMt}7duoL z6f%s8eI$Ib$H2FjDI1kP*kbOfD_DbXy&X5HT3-2oO&MiZqZp+TPwU>Xsg^W$` zt=EflMo4!igi9VWujUw91*%m_3YR^BNZ!M1u5`hX^u6R|=sUq{#Ay4MP?=XpE&auo zq9RKoHu)aE1Z;!U?IpBTnpJ{{e`Tpy`}@voTF~KUM-wy=GnJY1`kKDpM3fql|JJ^M zP>jOs)!~sULyjY3ypJ#?^@#$)4I3z0&c1F-jOY>DO571S@@PF0+F@^XjyHaNj+kOS zeXfuJNf)!{>2`dRFzsjipQ)$14B2XX4`Iw< zFV0B({q3szR83W4)D&D4d2Sd+d#LS+44vCYkDFigRv)8RSTM+HTW>jQq!vzyE|j{F zH5w1p4E5zC2K}2NelRPmN*Y0-8qPOEO&Zq>ZyZ(#Y_`o$NaPRO5LFU>tB9Xo7>~lK z&Nvar7;C}_Dke97S70`rTwE3RJ8?ndA4Ve@@^?|H_sn_6$BiX5Fnb|_o@i{YCpO;C z;no^23az_GPmVr7_m0DZw4y3uMe&YAW$wQ$BmSgjPPGjV(mOdZg<}Z09sicwJw$?i z+}}N{9$z%17J0xIo%tH&7tZWTsC!=B?Dh=KscO*>Kl#z1OZEOx2UXWUY4)6>^9_{82Fj6{x=SI7-vJOY|t26 zTe0M1ry96tHJsRcb*()-a}52i4Mh!WiN#dga^n#G=_^6{C8yw)!BJqMj%=u72KQ8I z->6r;W`hT=v2jmlUwBYnMC#3qicMC{h=1PZFPMU&8zJGhs@-dp2P^KeIn(T4)k&K> zhNojS9et&V7Bie{P6lu-qp@)Jg^%%-nn<3^}!f4?|YXMBxnW`bo1Z zOKHkH-ZrpS2MD!8}yt4Bkg&pA&M?pbm}GapLfi$cN%=h;Cq z46j;w3}9Q96T9ZkjPit`ndw&T?}GbdO19m44^!CTs&U+Pse82=svk9^tA+RQTi>!i z=XI@Z>RW8}gF3Ax;pT6tmDG*@DEl?de5nq<=R44|bw~OuP4#8V;hYWE@XwLi>_(51 z1dL1Sh8k|csW%FdrjoZ|1%_*2;ISwDP_q?3QO-54d3^YE-JH4SegH`#jEwe+Tw0*N zokT4z{@53b91%sB2~XuE2tTl^y)slZ!$Lh(>|sbakhHa z>yK!Q9p7)PUZ1k(UJwt|9%b50auW%3bpB!T6I0srN?+?-*I_pbL&M{EIe`{5gZ${e z9{o_#%xL9gn9&2$LsPbv;4%dr#X|}6#JC0fc>avuS>|%CLQf`1HL|~5-v>Z_RM*eW z?F*E?(1AJaM6U&rNt=}uF+RUI3hWg3u@8><_$GJIwz;X}u1!5J)cuRV7k92Hx0#26 z*?Y58UATOWCO47Mc+1G~W;|TDr5!RaFXddX%X4hp?B6nS7R20I4b$hqG##lZzM(Np%@ z*>4+V$y>j41P>z4d9}ubziD;#?7z)@Kn+J1oYetOhG#sn{8_B2#dqRV@BTS&%!)1^Fi!OshBpJDbsNOOK9m8s2smZWKMl=| zlCAO!wdpVZHJjZt^8RogIGu`7qSwRfK+1Y%Zx+-2tYHxN81oPD5Mj-!mov0zt-FSY3orH`Lab@j2c>gGkW92_6k_s&*pYW3is9@ zE1N&tDVdGTltf`1M=Sc*RY4(AqV2@Gf2-qPPkgk>$(^_VTX}mrPDW)#Mmw{3xN>ZH zrT~_dSwT4S4Z(@~@zK(z=*Qaq2xnsX+0%@ROtWlM+BbSz!lwAsKXF$xWf=;JJ}JGg zNxmIe;IRq~_~wyF(U9oS5akCYZvLdmON#eQ$GDiY zaIj`P&McREqw#*wEvf3!_{kQ9fIYRHYxCS7z$OpY)&@B7`L0JpDM`QdT*J<8B=E%P zMbmTVa?1Yk{zIx>f zAiJb>Sqi`RP{^M|9rX1eZ4^!xwBkrdr`0abYyo2vQN`cXVGc)lCH)0a$^XWzXkvWs z^9QSji148}y=zYqegPBb<=(MU{G(sTI)gGFCv`2dN_v9Jeyj?@O+CZq86esC_leuVU~<(-4M!Isc=Of4m7D}8H}8972Fko3%M5Fn=9LZSIrM`x z+&wgc*j?i^)M?MNDWJR|m7(UX2Rn;BwxQ=lXI~O(ft7?NT=iouFY&H}#`p_N9*2I&XAKbd)tI&7Mo}(Ae8l z>UatMAgRdhz+bx?pOlaL0_IK!(uy^jzO zY0Vk8euB&{2$+^aVyb+k?#b4YHZ8f#8}$CV=w6z9IH_!HRa8+KXEWh~FO7P`^CBVe zC7^0`UO>@~kWzTc2r}Pc7v0bQJws!+CSbMo)NgO2{HdxEGo*v2f*Yw5L(oNQQU}w*JXu+!vVVw~ zWr?W`+@If0ety=yx?gMe@(VgGFCH(!Up-@|kDl`K^^}4~AJ68S6kewKK8zVnN42f8 zZ&DNCTyf_MGeq3iN>i?x-r`+mF3&R{g>D+}qvbhkpVo@dvy5R$I(mlgZXdYexQ+to zc_y{-g!UEx*!Pc@lQywr6V&%yoRiT=SY8k$+gH`o!WwD4k`qRFx$K&?6YVLjmfPA# z^YN3vqP(fblpiXJul*D^sr+T&aGX)?V40XWWn*;4nDJE3f{nMT-lZ#Prgu8~x}bgF z>~yz2X%(R-t(7=+5phTRD_;6*>CieYv|l1a6=kS+gaOgzpC&Dt3w|m0QmruJu(qxG zkhLdK)2Z1p=ao!+hdW1|n7q1k$OwF^Ywxsw+zt(Vovi)gs~Oe6VJThrFY$Rf1^)*M zX*!YX#O?#V5Z0hbkn-pGjz_wsjFX7V>xV!k|o@f>Z$HTkSH309{;R7lTcJkin>=b^>k zPlXt-s+e08S0Cz#hf$w&e8=A!07v^N?7ygMI8M)*91b{fZ(++V0z zIe*y_)2_Yls%n}H2%&}ZCjt(OI{Bfy%w=jCS-7hD<3t-X8^GGJH;il%o;uviCD4Ih z)IBX4#YJ}XO0I2Zd}^rStnLow&E#;#2;2iMf)&U0#V@a|9dW`#R23w$LqdmC^FMt` z*1mN5%Bl;u43h)f`LW$Uj{WmW59WXUHp%jV3K}v6Q@q(@g};~(k>c1O~NYbWt37sMIEdm8NDjkWx?i|iH$8RXU=XJ z?_1k{YxEFS${KRDxs~rZ|Mz3_iLO&e#fb2cs6ClgH?+TYe9KV(ug$9!9q~DqTAdoUIm2K>n+Gr3{ePko!+L&tMSI-5|;O)h#>j0au@4J z)QQ`|nKzl8;56C(I{7PW*oNyw3J~*)JK;n#pQXygkm6cVEiPsI& z$-w(oJ~f>lV)H)OrmS-MqI|8jgv zjx*;vFHx7|Y-ez}!Dlls0_52;!@G0o1!bF5!f{(>Xi z7WC(Lnv18V^i=kCb_BXU+@02s7f*QRH#{imq2n|tsVJ*u6)?>7<$Md`=pBBs?|-dP z#+H-YA;Z3PyjRwkV|4mMOWWJ~HO|g7ZSZC$Elb2#KPESie15Z=&aakA-le%?YNQv5HMVQM|!~YaH{}Is}~h`i$5X?kI2Qpeh#hKWau~ zTp#?w-kV@+PLCyC^)~TRm)Nd(GFXTBGN*)GZ{+KQqoX77sPrJJ+0gHVKpU-;nuHu z$lUCjH$RMN2)k*C(Lp(`@pF~*hH+od96Hahn6H){tw@;B%Uk#eD0atrGW@Wxf)oS?Bt0EG6&Os9nBjarNDKKBK(3Qi$0mNp!dgG}-)EkEIh+=N;f|2(%S zP=Soq0836;S66>OO>QgVB?JlQ7U4P9V>Xo_c{l28LiADKHE#L=VW#$4J325CUAerh zMs20AI^3B*oH(5r7+2j>@K`9cuy}IPt0ES|gC=AhCPDX%%N8$Dj~pJGENxbYC6|#9 z^TL*Fq#T*7`ezKp1&OG5Ajzea<8rLCzaRCyO+9{M+}h9vzRL)&zC*Z4j1_j@AMW!_ z3|DfswLZm5vyvhboM*-*bRtZ0SaHqv%YunmB$TtTZLbYs<8aBPg_ea3Y;l9DXxSOg zRkhD%LDPv-ngi|&%Cz5mB*sJI%L*z?LocUFjDekKYF&IyFD4&S8}` za-H_rpa>(r(J<;rOCP?@3VW~imQ~Wdtd{%runq10LWJ<84f|WC3(I_Sn3mjbDPMJ! z!|@Lo`7$*1{KmOKTSoAgzP0_+oyA|EFYD&mxYfqRx6}`V*WGViqk{CdrEi5YTNkBo zTSa4t_Gs=MB`)7T`$zEGOoWz!2#(oWnfONrLiF-%^bSV8<`8>%HYb8Y%N_VuV{l@` zR@^9VuX+yoFAcY}HgiB{JJjDORy$RU9aol_))bw%z3Z*g2X_1wbwh_?B_$I(OO~~y z`vv$;o5Ih=&68<(mq8zNjNq)570Hwphe)DesuGJ|-W)BDGWo}%^19P-O#eS!!+S37 zttt|E>x?+#&FXuEZFq85hPcA$s@Vg92bBuFx<12JYM zI!$hBK51hQT{i_H5!G#OabpCc_Yr(C@`UPHWbWKAieh7P(BVJU{`#t=5*TG@Hq~)Bw;f5PDIqT~4OnUS>beCq?=f=OM z@ThFP0d@sR7$e9Y#Dw3jwaN0ArsB}n<4mTXNlrrH)d>0hVW0(;Slo=PoeUOql~imdlX2a?_%O9oc^c-)d9RgbysJ&Z5)g zL!O_CdlH9~SxH$CO;6)Yl7O)dW{kDh;TcD}jKW#qBD8KS&7j_WDK1bNZcTTor8-3- zRF4zc9|f;~qbMl4iyPguL2jLB@g7EDz2{*x7^oV+SQ7rp)P1hMl1oFULFy2$`NOts6(=dHd&0ld{Xws&j zTUYR`fV%x0UDh_7zbI)tW2o?&NF5{avgL!DRb6rhe9a<~oiquRC1 zN7VI-sp>=tZ^}g9uQ{<&(oxee$SBI*4d6dLJtyKtrXzuF1~UT)^(%#$kw8_F=k=29 z^4(9WDv}YOAW@xrrI2o_{H`5&1^)6mhCLEQoJmorSf@KX$HO4qn@p;zIu4=F3aWG7 z9UL!@%=s0@Ab2loG*9U2XBgUo*Y4(WyY9`(G9V{(@Gl)44rTCQO=b?*!`g1@Pd=Q% z=Y*kWnu7Ay9_un90Ct8MQKk^v@mh25P-$Ql6&A2!)tkkM!=RYjs(DQKQyqq3$gjVYn zCZ8lPevl#xs+#J$A9i@krAJ-gS{%F8WqOGndC+#P2aySRTV*=lrhEI6%VRQR@5W6a z$}42ciR%voNhWQE6&rJ)GIbS1Zr+elpYvheR;k76>5tV)UHXr=g+qIwDn?D>d<(c7HW(r0}o+2Fo zNM3UZWy}hejpt*tDtMM922Jv#(bSX*4&hFqTk!>8@8 z>wS5kr&@U3L%d+O1)Vt6nwMqPQ%TG0R-~>vl1~1yYAkw^0S=xb)8U6~Ic!Ecra6Ul zPesS{@B793_t1}7TtC47&H&RFeaM6>pLc(pxwN%JA7ly{#xb&Z+q#8#mKmUBok6>d z^JBJIMiYK|P*?hfns-KCpz+%C_{uv=d!~$G~08s2dKw% zNe7cVTh*IN)~%)m#V>zi04uK+lThBI;h4F`|6nqlKD#r{w|{&{r^z-rqVKW6zLwPI zMfdVb8FmHVD44aBy%r?rnUIUN_qe~Nt9b&BU0Jmzw9zGsvx@m5zQm@MxrQ@sGSZy- z>M&qF{CIQXFPCIUY<=^RPen6CHksOGI=ume^0 z|K}s&EiEFj!%M}4a!>mI{Zs#WwEydm|Ib%oF=BX7 zL-MsZe6cXsvCcQI+<(aY-?#cd-~GRC>HqgDe>n5?iIV9J_-d@^pJOyaR9}b~D!$tpx3y?wT zNZ8VRal{CX=f>5(8MEARu|j9e^Id|Ho9*m0kWqc0&HeSmKPn~l`jZ5yTQVU@MgYH{ z$mcXyo- zg1ft0aCdiix0$`XRa@_V*!pkPOchl#bGf(s^s(-99^p8^Q?^i}xmi4)(sNDeJ|T`4 z|9+?B|EHgBXzs#Q6|G}xR#v?#`g)j7&<|#E;nZBWS!Z-rmPq92EI)Td>?46-mx;qm z0;2^>{Y6$f%bHcuXUROH`-{No*!PgngN1d87lRqht@Fw;Je(1^6KNKZPy0I;qs@rI zwzmC$7|Fdo2Je)ArG}>NnB`x4ihmMuuM4P0go9ZY9FU-F09(`3%X&7KdP8eS!(GCT zb@SR|Ge@}4mB#px!!xYs;@=4$*lzXI(}dSJ@i+0AL)D0(j?)|-vwFkkE+jKa$=G3i z3jzYT-192x44#aoFIM)v6*CJ!Qy&{LQYX@|6;D(TM-GK#N8wY;%?vc|zs2e&S@8U5 zA(B3%y2@B&^<0-_d!Eisgzs`NpJC%(h9@svuRlQ{M?aJ!lyh}fLw z7Yxd(#7CB8nNY?pUn}LQOw5{XdXc$Z_wy2cRZy>P@#)oOV~PebO9{W^WR11VQh%m( z?XTh!3fW>}Hcv@8$s)zU$@!I@=zNwqf2FO@%e;%o;&-|YlQIchu1syhw&o(>OmVHa zLMrYT#HXMp&F$#;pW^t&#!2LVGQ`kG4+QU$@~{{kLi+LXU25mCv&}HR*WtkpqEqgd zA;#00lw?P&h$ir;7eyl^mnvi_~irhZpPmqsNi8ZeGu0870*kH+*XR zj{_aD8PPFomYZ!cE%ZFNj*j@I_SgT-;0u^gtiMc_ct3;N0tD2PCcKkq2kFPT{N?*a z-ND1Dd{FH;)xMHE`wLkGAuC|5Z2#taO&BcXPPw?uGHahzmd>V0*skG3SL!`9)D}fQ zcb&QXs>zw`FD90PHEFHlsv}ULu5lSquDE0!1!Hqcii5RTr!p(+xy1Z(v2C|zQzDuZ zTjTVR+}W4HSV8vBn%WSp&}i$jb_fq+KyCtOw4%h3p(QNYn(bBqukJ*OCBG0_O$(JG z^a`cg{g?>N`{oo~Wg0uf8YU`Pth-?!EKif$|E+sKU!hgkP{~e; zCL{-QfFcf}nlQYagyuc9CL5F!dL8i|SOtF`3Pu(7Z@ucg&jnX&UA5w1moq~Cd=Zr` zjt9CKKCX%QL~U`{u0W+L=BI)F7aAq6Lzl%jl3~x|Em4Un79X;M7kwsQ*S$`;)Q-a> zO@Q%?xPm_{VmPbSys%zB+%+gc%M%-$>#DMV)Xn2Rp6Q;pdK3glI&*tH({9~Xhz*3C z*IlexMxz7g(#>hgJrMr90AOF4L>} z4!a_}7-4!VzU4);$O2wA-uEGH?#F`qh104F+ROX$y#iT@)VcL7;W5w*w*!cobvL9& zA~%Og`dRELB_VsP1f&Et?k&Fq8Q)g)bYpY?s_~96k%3>(3s&sA1Ei*^I1%Xb+t2HD zJYkmCfe)2Md6-!1MFNfy&Rg@NW!JPgF&RMD>~^M=nk@?FoCu<->Of3Z<#~CE6e}vi9LPy`^b?E^}RTukpJ<<@RcU^{1s!1{eIP55y2T{N>V#5p=TI=>$w5V3Vb$?_+KI1oc}v`$SDdGztN)!sJ>y)6izqaJSSMk(*x zgjwTMM?-N*`OW!`gc?MZCP7(WuUmR_v{iRj#!iPudXqD{2M{Sb&J^BJ1#i9i;41Q% zng|rv=-yKoM~-Qa+^X>N)x+QI|NedExEqV^^Kfj6-|I#eu3q%$(+d*IG1{m8??EgR zTFOknyPZ5&l9@=8)ze8Y4Ja!{){Ow(^oNUFyBiIXf`NjQ($k1-Lrc>2hfPNBE28t* zWiJRHGBp=pR%KvfvOe6BgW8gT|$q5M+ zCH2mp*~MO)j_|97;GyMF;J!{<`;Ao@DDFkhg8=MYdy!ujH;dm(f~Ay=VaqkzWXJK*ahx78w`MHJUZfqh%93l{qmuBJ!&&&~qJk zt?VRk=$qIM$Ix6mA2cm3e=q3{+4r``uGtg(Fpd@n96R_L(&lgY$a?m@@*~i*1$#t4 zIW}hoGcpsq6_Y68-4aTRN6&2b;?FOFSe!) z`VLYv_RnqIa-WFIIW{|~|EwPtuKQ>XkYl$>PzhX+N;aVAKkrf{q)<>vFg0UH zNWM5Cemx?csus@8|9cd4#ac}Jm~vj{c44-w4*9Wzr!TRS-|j@y&PrP3CLN;(GD)6kT_tqy{1zu#jBRpU6oIcS@#R5BwF2# zDM}oJKPwG9bB}tLJcU6~!|uTd+Jx=Oy2IvCwhLDkN1zr_ho*LU7s9(Mt9IRag@P`} zzK%|m9T7B|_W3!#wo+Kh`1qb{lkSx7$}gN&sI59n!x?qVA9qY0iN9?Bx6`bVKfKxI zb?g0NKt$t2kyC@>+7Q$GIQ}AU05yXHzigl%641}@D_b!D3Pw#`eU)Y2jzzLet&+JK z5(_+eZeHa1iuGp3o#&O~6u*EkEQFx^;U1DPdLUN^Ki++E7B&uQcd3XTU$ZW#sy+b{ zU$oJnLwcnv)^j(fiUz_wj(yonATPOxu5MuX?kKNMMbjBr=Pr`(rzAQ zC4_Yi0X54wTZ@7lElpVO}_~)>-AW`~A z+R>~Zlx?=0yH0#lzuUSEi5@C>>N$2PoN=t@MgI^Yc>+yzTxzlPzO#0#noR_H{45yk z*8{curlzLUtqq<85BDH}87oAdB48`yOG!9HotZZffF@cgL!5c%v&+v7{S>_^oFZ<$q2 z+_ENS`<sKFyl;CAnUTd*UuR=P z+3Ewka!F$CY|8YqS>9A>%iZ;~QEJ@tH7ewW-C*C$n=?66Lcb&~ThrRYf^)suf&q8n zJFhNnfDKp?u(u*gGgmfOs>^gEmAT1=_6Cc5U-lwAXvHJ!&;u^foYQqALuUVFA*1B` zADh67Q6R36K9R6!+;8C>?+gykq$C+Pq!+O=i)JS}M}dH?HGCb1tp#nY9ZwHeid9b{ z5&whq2zavqxz7kL$rU}8ePuBaB1woi$w zHv@XD;QSQ>b_6f`#F40+3>4vcD$^s?JgrAoY-^Ph6Fjm&1+a)3dXY?mizxj{R*bvI zgb}DWiP}YDEn^)UkNo0x7(VEDa)K@Ihg{ z2s|{w@0jnb7_;UaIaJE=?lX0lSKJ!$?>!NCt@#fRoplvfY8L;E%K(Q?v}psb?V{ly zQi?SufrFU_mi=m}ZdssB%z$B1L?6XD^m}-o(7~Cbp#$cIZ-(x`C)e+%0Wpc;OV!oF zl1J522)c1yvasif`_n!qGBAP+C*n1-^D7{>Ghf)SAm_eL$8)WaN;>0FW$#$|A<^#> zQf>))y%IVC&fmJA-J8Uv!a>HSa?n1W{6ortuJfkWI_8Tmk3N-E}S5dT66le0EZrw)pFCPgxlBkh7C)}}9VCS+dW)TSS5EC(%z(4q>vvR^FpCI6?I zqf_*|teV)XEvWeF&+$tOpZUM@@15JmmiE$Y1j=QMdGi+eO?<-8d?Ci0(I)p3{ZI0! z_{en&)}_u%Ti4^K%YQ(oag#`-UGOS)b^>juJSSN^SB@3qb)$K<08^lrI`@C{UNF;8uDfJ*~KReYJO`%hpx1md=titzPKBnZWOe>q^7p(YG2%LD=@|q{q85&s zQ=J_i@KD*gcJo0iT~p04(49dp^(15aI%R9dCftPUpMi%+28idZY|rjrCqOzjk~eE5 zf6At1Wrtj#{G40A&sn8XUmmGg;BS=7nR+3hlwXgxHI8lU*8m44`2;_082Zwzx-nLDXhiUc z9OsSHP5&dnaK%ks%Kq`J=B`j}CC|01X)>Ldz$6!40(!Nhy*A7NxiM)73~wK=k31pz zu+UD+`Le*bYUD_X$1I9fEE4lVn+O*QKpt^n+_YUzu&=7cmdy22>c)9rjy)Bv&UX^K zJnjK^@;vw@LUKHd!S6+GCsSHbSZZz`*slH1zaFbEA5tE_=gm2^bNu4fSTEHvJeWKC zi3Pz}B{M<1qED)!>le*ubm*MxA(0y!*C~ZNLubc`T5|^Tigkl>VN?QCZ~4atEA0VP z$;76j7fgGk_PMNr*Kz+9y?CjV^+$WZF_!=4*J!2Z55c&heOo|ghlzr*EJfah_3Ky5 zdEc{zg+Jq)W-Gg!@}1VZW`Cz`Ih`tG$)S$kBX}%GJ){jra3007k}X~TND@A&uH81d zIy&?pQAs#&2qe^mdL<>jM9+#br-)+oRJH$nS8y%KVG-85~Jn>!{G ze#8&KGI6!e5(Xzo9}9~@KABn_Oz9p@W(+EP^`d_qf9)Zs!clyZ&MHMA*3kTN32r;R zeBEb#r*w>gKF@rFkzDd5P7Eo7cg0`L+}(^$i0w>IESD`{@9<~Q|MW;d@6+eX*0~X% zvH6*{h4%6q%+TcDZw%MAt5JL%v9&MKX7Hqsp6nWQTan)g-_j@RWNG>GGQ7tDCx^br zqZx*LQNg4u*RUq#R+Pro=kn@gXYaJWYubH|V`DV>RjFXubT7M4*7xZ)BG6SFN#17k z!ooZ{A>#LcXyOXCb_fa{+=*r%0qblT>POG(gOSN(zp^31I9$oATUgV355^b}LiH9N zIH?7v!azsV1w0Lla@q!h1=Jr^<_5AR&|_RltADcfXj4Pd6DgJQI9ig^S9Fk7D+Wx@ zng0DAAB`RFo2#mXma@_h*j0Yh{8#{Sa~SJA;&>%R8e`skDX9A$YLJjL#?j;Q8X=js ztoz;B$1g}9yz%2J!l8~pIHM(VWo%LF*@u^9FK_mJQ}@YXOBr%#TC%KCQkoaHMmX2} z>%Q+pDw3{~{P~y@W;huRusvT)j57K-n_44l{|_Xfy%tlE^R=4w8l3#_I6h1_9Wi{P z)a+i{NO>R<^;zevRtq>GKd=hrC-Xdfj=++Ft|Mh;^~QX)Q$}xFx7uF|A=&w4Z8+o| zB?qUz=a<#>2w_YU&E12i%H`XZ+`)2(bi5x6dn<7bP%psds7#+3dWDOHp45S zO#h}POll`g*!pHWqBcmkbveJR>F?Z#b>h&e6isVP#2ZRFJl*aky>6=_lC==H@0i+3 z8qhrhno`i`MgE)g zGUpVcK^4RKj=Wj@vls#VG-n6OpT9%|8Kbg!P}~F<=|;Txy|Ui?Aw`VW2$q*+-Wll4 z=LK7{^x=x@a}L+RmF$?XGLOt>VbRy=JiG}VH3cUF1p2FEyfi+yhJ$NCkIJJ@GaV;0 z&H}^CE6fdX;AE_Mknfo@n8!NSZ`!c-yBQYc<86RI~V{-ck3j#|78{yUAY0>YR zRaqI9?(FdM<2oomulUf4 zV{+N7Ps>vX>Vf^9{Y&M)PCTd52RDRQbMXkj>=yMIo`bKxYoOpUkDs96_740XuI{3Z zkTr{5h$vE)J$J&@ir=;tQ~ydgA)I)GyrM@FCLew=3}7OK+xShRg9AOqfA<1@Y#=yxdJn)&&~$( zlfTpXIgj^d1j>-p^&xY^q=9j026~>)OBWG1U!>?$?s(I$Gq_2UxeZg_v>a^%=mHS{ zu`@yMCwu%5G+xAE$Zf(spP2ARW5p`6E>AzWJ@v=Iz7z3T)^En)y!}}nPs57OstHeZ zm)jh!V{3=-8GaP#J*4poY8I+TbTa2sx#ckJOQCvFxg%wE6F{`-H!u!}t(6bEYepK6 z(_`6wy1iQrY|8T?MQr>E@d*z~n;8zl(ef%+EgAAuL+ihT@QAhztn@@w0a+#>YND5K z(f8kD^6pwNA-ku=b6~MeDAt%zHt$}u=_+Pzyw&r%xexyh&?5TZ1(8GN8X85;%~m#d zPhQ^Duz&?;H3XP;9f)SOuI%qqArwdfROokiia=-KzYW7unk}F00!D`4@^-yj*gi2? zBcAiw*&B89X+^wAvEIX}BjFhjo^UsZ9L_3ZxaSW=FigmBf*<_&qDB(;L>lci6jR7Kn|tEz zs1=2Z<87n(itXd6CF40XtjWp+L3I2KVnNbKs1GZV?yJOES;EZUR=9PxXtuY3L5pl( zWQ3HRlg7st=eG=vtS&8IvwD+$zsgBzkCVhDJ}y*4UP_O=aa|~6TeqX~^&t3RH}Y8f z;rxnHOhNPW-TktqR~c-R7^H4=zEkp7NDD^Vve(G>hgkU^xU)^%GkbG!xkF8LkSLa? z1FxOlrfSJ>9Z~5#EUzpC-LG9`^G^g&LZ2Fz{8h~-O>>4W1Ka#TXCYAr_<=hfpR*3e zMo?O${d`J7erq1&lw_KB&&Xn=Z_M{scPo?U60p=#w@G6|iRNoCa}`DI&9feO-6|e5 zEq4r}xX-@Be1E;3<~=o@s|o+Ye`v{Gy7arH4#Lb*&c4vm`Op~h^T2>5R8r_-|I9aRTLN zeGloG(u6m-pqYZjC|Ggh z$9Ha8L?cef%2sR`j9j(Jp}TfSUOtDetd+n?n_zs&%+3-KLY<#8rMyjcvNb=B^#hNw-8>Sv zEDwDAXnEjK7d+;rzVpeVz5da26huQiY0S8<*cNnj^+)&GzN%2Jo)6j%t%kytS_$! zXCC?LoZc=%*2RDN`Ln*{09}+K(f>XRpgX$a(Sc)~due?O9_P*US&U@Tfl5IYp~zR+ zJBB)v2Zn6D3smQ`6tPMAQ!47t-06+e-*aD*6?hDXCKZ<)+uT4+inl&$gA)QL>Fa^CPz%|!UE}*kKtev=)<*q-9uc*VU#a%H2seaBKkVZH@$<9E2go`XifCIeLa zr`K!7qV{)-*{+p2>?*Cu@E49|xl%6N#E78|Aoqf=d*k5h>zBtz=2e%3etde(+G0L{ zS~kkrbhttHkzDX|goZu>Nf1vheZ!6+UvKC*wD!Z@Fk+h5+dP|6KorKF4#7X!w!OPM z2;uHDP}KL9pT~nf;N3%w1H-_II08Zi#iRbO0g5_?WgQy7K}DXVLOTyP!UF~3nT9qA znTfJeR)XoZn#x0R_E{i;>xZU}4Pysek|Z(FlEq)EX8E$Tl+fxX5103*i%Qgld9s@F z7226lJ>j+QKYg+fneoi=D8i@eYVkCulr28%I|xEf$-q;*hrdBXeRpf@P3g{_86!75 zI$OZPAMS{7>euwSc_x0iD}R{RGwwC8>&t)jyawB?*GS#8@enF^+#DxxkZWy^Geb{^=Q~$|8Wu@(n8wLi+6Ft8kdB)`ePpN$_LcO0nx@sC39Stm#ciZv97Gy4exU2f z(Yj;G_){idASqe}MaUB+FOBjFEGKutX)qfnX{zH7mrF&@0k&x{v2W`SL+Ayy{^%Wk! z>))LH-sqL&yjqg~E#(zZ!NUum+f7(Gy<#p&MZ&)3r!B1rjA%E+gqfIU_<|D#cT0km z0_tH}CS|=APme*%T`>1TiovZc=>D`8oE(QdItSdT+dQHDJ%fD&3A%Pt^LSb!Yc!HM z`8l0p4dvn0Bdxko4h{rArfPa$J@A|$jKCRujz34$%Ro`$Byz&C)5v)XU&j|HbiwQV zfo9wZ3e9Dft7fwIfJ21q@8=<1KpZjPfya@V8p;2gGs?jKHGzx&@awc=d_DCe5C3bO zkY)4q-@y+b2r%DK+i;F%_rsmr4p)~7`GPQ2P0{2$sjVM8I}Bd@NDnV_b?;pauiNe9 zWAn*Hgi*AW4>29}B0j7~f_U@-RC1*(1pP}(J1wQ;oV{tM-+_V#}mx$a4{5K*5zfsRB^tXutandg6h z!=Th5_KQ!XPtAz;(~66Dbj!k3k3!?q^2+@XtwsKy@)9*uCdVh7T)kS6D6`BjAQGe) z{jSI1^?ng2JDcF)k)NxO8^lo`Wa84M;2zCmHnzXPUsQrUrfEzdT=Tc%=4wD4er_6-bRck zeKa*YHL!Y6mCeha=u$}%3B{?v*ndUnQSj#r zGK=2h95jO;_Bwnep@Xpw_`l;^E1@8>6^r0BuuxaNXnN0s+N5& z2tR68LObZV`J5k+(Mj6<=jweWh9u~iv%;G`tHven=)6dpvu!=(9WQ{I5mU+=RtxKf zGDE9Z=u@-znxSq@^(4;x`8Q zfz~O@R1WR4=9kr}3xv)nG;9ym*p$uY7k%rKUcYT_KF@qot1?mooGoP@K{(09gcF{^ zN@??ucOe*h{hI-r6VpPW?jG=a$qECl2x*~_@r_I%X;vO1Xd2;6!&+>|)QK}wYLefF zEBut*iYEzX^s|o0i2d}=O~+V6z7N-X=EhHvrWt71=-aHfrwgDfLPhW83nx#{cYAp9 zl3l3t*XLyb@{m_#ghU*psd$*-?NV@nJmY z&cu6sVhK~NRD}i|w{KQ;Y`RP=f}zpG!a*9_jvK>vzk7{Ey;9zVp$azDVbEa_u{bP> z)>{9xn%$^ce82CN{V-{P_N}On#U8QJIxu78z~)%mShjZkhotohYzi}M%IRZjp^K+Q zl$1o6&^oFSSH@%!u|#~Nwz>bDC<1m575<>1<~liLcMrMIH&p(@>26aqI-p&_M=R#7 zzu0D1^Ev++i~U{S*Ma^f)I%rQq(rRMWv*V-_$!M`mdEKb25FV zOhvRCk34exy5j|nKJMdK>A$kFT(S?B98zQQnj!D1W!QlYM#KG*HPb+`0;x=yAsNWh zN7;U-GW{G0`NrN|G;G&fuoN0>%CRHINcqblD*ns?ChfJi0*Cg<0lpgLSBC4Bm)jdO zF(&LrV$@njPypcpm#4&2VL+koy7Y2@#dj`FpkcMYJd^2PXd)pq6K=$+-Rapuhi@6; zWjsu!NE^^<|DFMMi%O z)kqVfwmw8Q?({gFTFaKI5PQ`dc`{xu{24oK37)x4Mkf5qi#=qiFc<+hvb`-)Vj96|>R_dG3kIbP3#ux0W$GCa;} z$&(@)Gv?5Y4+;ByL=g@XdX4I*Hf+$PKZJis=C(c?Cq#4YMCX;4@u^h;?SZRg$YRCc`0U!|?qTSmqZ|yDmz^?<{&U%`RnbJLJv|c1!h#E@==J->~Z#c47>pxB(m`3|qQ205l-6eSI6amKXY`kWRdx6xi$+P-jHcBA3vx zM7H>ju`}3y_Rab|1E6geN4$u=SkMjprhtiojQypwB+up}#@>LKr$71o|KZi`QW%>} z{tk}^4OSEr{(pY4XK%EF3ejPH-mf?lqWupSeftO>L(AfQXy?}GDIN?=219lK&bhMm z|KnzW-x=$5s07I*(IQOS62ToG%nmj5o zu=k#WFzNwd9RrMYco-QaC20>2{zg4)Cwmh%{GU%ZmN&PzegoSS%*<#Bv`VfZQiCS{ z`g$IGRKzz<;~TuPBgM+-J#D*iL~0<=X(bDm$IAwtTAA+SLcJ|fb4v>rE^csUChwn<1z zejkkgoXY3$=h@TH{J-0FCzxL^2%KFw7sTxiIXSRsXlMXY1^|)(EJ(Db^n!9gqy9V$^XVc9Kc8^wb@-A1U~K^N_r|xT-xG&V6aomaexDdM_`IQq z(*?@v>Ig})K>+x9L^czE|n8t3a)O5v=P&1&-}5)zV) z>&H}npwNg#?_j!PadOfRfT!gGzy^Tg0>kzN{5MoWLj4-7kqNi}uTz)V)GUV9Ff&qT_pQ zfcXs&Pl1_00FM{=Q2>jUxZCsGs0;z7kkbd|m5$}(lr9r4Asuf~$3kE+3GL6DVbz0U zH5eE^Vjix}{i9KGc~}4z zD^k;G6L#8@PfSc~^aksKbRE?JnDkQZ8pJQ8c`*O?wN{R)wW+YhuH|_ zVPLdv;LTXa#VtKx^LHLtjMisogP3*e-#ElaxBO0f8vyqvZ*WKQO(5LXJdh9rx@1${ zt~Z>_Y~p+lKq^lFqBbG0oqh|@IZe&Yr#Em!2kUCk3YQ$P2igVDB=2EhehqIM?XAcs zChwcf`KMuq!~259)}fGlJ`kies{9R*Ns%yk5aQh3?(=*B&>6dIc-Fn6#`oVCJEV?| zj#96!gBIP7xtb0S5!;23J>pt%0hnLknEr$ONlUFMe!tkKS{A=spqSMihC^F=MinOm z$T)+9ghXH@$<2~=#o|IHu)g~fl!U+Xn8*GG7&AbJYC`0o?xR~^8oylqqY||RA#!B9 z{v~6{K0P_9^%UagCjdHG*J6R^=)yZ9;YQ3j4M49h8TkGHUAFSI~i|`KC_acC7;w!Vk-oH31KDV>XC_@!(?GIJ%C*jhbo}L!~aeiSWPP@iz z^LZWGt^_etP(XXb1Bn+*Yqz!AEOMx6Xe_lt0Sr%9k!nGyLBgP^`%zH=CJv5xLRe+@ zZ_bSw$o1R6n%@})irT}&1WL=Yd16pg{R%RtbBX51Y2Q1jOMsnl|mwd4c?z2J^bCF;| z^S;yRIhvIJz*V4t2EV5Vnv}Ypui0*219~y{&!28<57llT0D)cQc5XlOpU34D2^`^=>2`e98;Agad)xcWfU_=DJoe>o ziY+B)qpgS+9k5r++7#Cr-)~ddi}C<7`!aWWcwEuZ4;a8xgW-{pUf}17BE@ik8hC?x z>DaOmN-^PX=cO1_FMpo^E^p;RQtX=9S*35zwou{tGSN`!s96>_Rg;5 zv_2Mp`3+dc=W#{7m?=7@Yu^?GP_`G^T<=%iT6{dekuQS%A`60UXcaRn=`RTL8ygq$ zMn$&~baLq+*u`%Ys)aVMhE;1oIlpn<#E+g;D13fiEU!awQ&{vJ2eU0~YxG*>|&=U1Kfz9!=MD^=3-1qImfo8#W@?E?Ws#^Khs%+o9)@oUzq=D(tUgYpynjL=PhT=*77{QO$kt^Ii|t+_H>~Rt&&->g6Z!7Zk@*@ z2>`xdDaH)Yg#Nd&RYmx6+aV%ht=}>X zp0vE-d-}m0?W>KZ+=$88(Sm4VuFYNo$s48U4lTmb?h(lt+`V$34TwJ`-`4Ah} zM=doFxmaZPzJLmggHpP8J2)3Ay0bCRzmFq@bVhMf{LuKK!fC_HQrFNRUZf_*kc8Or zMZfhxjVx}IfcWkNaFH_0h0Z>5BgDTF900tmoYK;f)A8Av8NOE6(~CCqp7!Mv(0?yk4WWZ(pM67Cm(-A-cEj7>_C zggZt!IzA>bu(q=Dm&z5@(ppFzi94RJ5WHP%)t50eG_-FBC2hp&5pdiIRbQ!ZZeH4K zD>v*wFVm1)B^%&hURw(z0X-u!^u-Q?50BN1o(=Eb-sHmExYL?6%gle=aKYsL!J>Vb zzRxFyKQI4%N*yidW~tF)YIJ@fWFhGY?s$2D8_5(TQLh!Rt%;_H z=5W3DrweC(Q((LZF#@4ph|*ViW_AHGVcswPbHc>!2%0PSY+d*cgj zjv9jl6iw8T3VJ5Eit3xxzAdaawivv zJx&+^tM;=bbg%fQ~wF8{;s=gdz%us_oqiKE8G6r})_iP`Ae zG+0KyBm>BI=8{_%>(eS0O~Rn1!sDD8m#RIrEM3VPD&^wDgHvZ4CqR4=UK{HH zZ#UOr1*@#0B8J8g^P8^jab+x82G*p}y2KxgQGd^?zxUnY=LJ#mqLoeKWh> zU?$V@H(AnqOR#jA#x(h(-=yQOod`(Aq+?a?uA}%Q^yjXCDj^H|Ftq5SIA0sc<_Z-3 zVhj-4VO%rz(&TBvEj>L>tF@RY;wq>BZ_^v@`BmJ-9r}$V3SJbRo}HatMn>kRyU*0$ zuUs+)l>GdQmb8?b&66>A?EvQy!15u!YK^9GA_4B=rppo6o{-eBjgFSq!DZX@^mLYM zYxWlpj#n7?O)3r!4q}4@**t2HBK~P_LVP@S1yrFNU^>_9vEbp*$iIJbP>_`c+$A@6 zA#Uy@V5otWg;1p>&!ZCy5V?WyM#53r`Xl?81MYm>@GcL@@Oxt>U`ZA*|1dLawgCf+ z;Uga2^zY~{Pl}JoahaK4XvX7GQub%|i20>kyG|Bsvid8fvI`GR2zrg#7yAM=Q)3Ul z@b*yK$zj4{SqZmMZEbH;V24@6z8k4`-hFbX1lY!hE=r0;sEAU-s!ckA?AiMO-W?{Q zuUhw zySMkW)2Ll8jOvZPp0kFLWI{P#u5UfRw{z*9NDSx2F4hd-)wo> z-jq~S0mdc3;$K(M)3f2Vm(5^#EghJeB3?QIIEkU5p}$2PyY>fxSX3Kq4v3xNey9Xx z&fq083LZ9HSy&o&E{UHLt_Iy!{DH@Rf|r~SLg zK|w*O+}6pn)*n86pkrk<_qGQ@Hyk{?5NT46URlkbe8hkd1drr18eT1!#4I`s4h{`< z2cr>rZ>#x5g;lARzRLl;<{AL8Sx2Nmw~&b;@=`fHrYvDpWid%vYS6aSpX~#1L$Ltp zIowAhKrWaJ+gFZEnc`#u0qFLTj0CVY6lG*(yD@w(;7V8`y@ko{*Fhq{!(09e{nbDV zaM!clw?1Up9ROZ_<9@c61zTI_H@e&-Ne)8E3v z_v6CPr3x%;Ge=VIx>yY=jbO9x6o7SUYE%5LJ3qWikURcImDa&UAUUTL>@Q!Qed31` ze8|PiI>9Ox4?Us%*^|dNAN$G)|`590YxVX<1nrfEx!W zp>+&@sig`^N>BihXvS07(f>XRAR{kdi<};{lLc-Iv4@-_e?{a4r*FmTSL!M4EcaVGqFPRZYcXb3W~Uj%2XjO zJKFO8AW$x2+7$v!4}gq4xb^IK{@mjrO2bpoQmDqj#m!B@z+g4=kh*9iWo^wE92^{* zo^GYyDIIBV;JbmQS5|J~93#kECbirD$*zw!v??dJ3PmZ2vq1#Z09F5IoO)Qp%hMK> z;5Ek4JTP?5()~JKo(p&%p7Jy}h)76n$-JLi2PP&kfeVu-$+SfffVq4NQ`ua$tVg4tFR)$9SCXv6Lx?_P|z!E>$LW30Z1SJw3Or(dFAPJCtP{XF1)Moy$)VS6BPlqexJP8kN&yli(` zuz7f6V&3BbAPgV93+DKFs9h}L=}+1BDkeDQ0j1u{nc4RXz2n3!EoV+;EIhg&u`!Xzl= zGk9$E1T9DFPGuBRIAw8Nd0Z$cY2Jy&y>5sD<-|a+9d&kQCzGcF*gz^))^Y3gfbo4Q zVc|8#dyb4zi?Z|o90fR$a>{bxs=_8o2gx>5&*lsQhkGM$z(B$h7#m}3q4UJ!XowRH zP@Ihg?72+R^oCmO4Je`Cpm*EwP;tz)Z7VkEosCAbB4)voMCqg78Y(Ga2*2K_-rU`Z zQN|g~m1@I+ZchI%>Adn~zuZNzgM&k^>jDpf0$avtWJd%O%{wOCVH!R=F2c(`Jj0Er z+hevgd6}>8|#}6^*Q%5VI0C}6GI%|qJnUiv5Q_vH-<~A!~Ha21oB5v{rCLFx) z;v5%0dqSc@Ke!#*yEr==4MdX&UwgEE2YI4+LCC=44Ttats;m2=sKe{xr&Ds)`8Qj1AK!u{Nya}u-`iPD@7ij|>87re-b zq^ad~rQjFZ)b&anZJf?+*c$aSlID+ZVQqid$~TM$gJS?+O6tzW%8CJ)g6*Vt6g7*H z741*RniU2lv-_^g^RT~h8H_e8JB{IN;4mobP;DAr?c2rxN9G-F#IA~Wx8{u-+ArD- zF>DH&S6&;<4<4AIO$T+gJtLgm#)uDySlzYd6KRItha!Qvg`WBX;2!ZkuFi` zu0cRRBo&cv0YSQR=#T~#kQfjJ6e$4#iJ?OprKCHhd+L9Fj17&$8tGzscju+ZY%zTp@Elm@} zXD-~&Z9n+`2Tqh;JrUFRNvvy}m;9S#ILY!kDaq1Bo@mL{GM)ge#QWtyrwHY8nvJlS zP-OW!%fbJND-H4)USqNVocT~!H@SV9kU%1LxtcB!Jpv>j0FuDd-j$AE|3q*DaOh9+ zlE;pMxU^5So}5RJE3~3fh%)nZbuPck2Eub2k`Fvo7$)mdRcPz~FAyjHUIVz8xWh1SzkLU(FbDlly708pZBl{|U z8UHvgOiC$X?;T6YEoFf|i}pyr$VZWzuePHDbXQW5wc=ij2WRP0S8I1_EcPP}8Kc{| z8~DojRP09IxK9gLqphj0A*O3st>P*6{|O=2(^_u7-0w&gEY+(mWK7J+X8#``D@9iF z*zVgR^77bkBiGkbi2mzI*L!iN%2(6hLK)JX?3r|HSGbaby%}HcVXJiYyA0LFWqp3Y z4J}ZGo?|8L$whU{=;Wh=3e~Q3N+${e_Ko!amULfsWLSx13V9pI0H{nT@baEIr<$PZ z`8zbz9Vq8%<6Uqd-6juOjecU`m#SaXR=(UGTb{}jmHJl5NSACHHvOvYq`i;N>{;vw z?gjyTH?wglC=)N{_Cp90Rc%f$U-Z8#0C^?b#@v5#-f0J%Ff8x}a`GHnt_nix2}I{Di;Q_6FB;`!j+bogfpZ6u$@>iw115t0ZDm=``Vt& zOlcepar3^M7i06xS#j}I1xPDQzQ1Z4NvV~8uCE_S$Qm?agV~${(#UV9XlSQhwNRlg zqsGr;;lP)9J$*;13(31W0K5NxX#uBG`DQDq%nGQIE{ag?hMDGp@+tpn3>l#A5ICcOnwq(7=Kl+W`nL8oXMn)3}p8t4E~-) z7`uTXw>w6A<)}*lf9HSyKCxX3mO65k7vkO!SXcZVQzj-Mv0PR+|LxEpWa+N~wsVE5 zJB-HAspEMdMRkwJvD{XBDVxC5PFNYV>66`WiU65tqN5tNB%?3rsRge}ZM;0*SSfGZ z^DvtHa~uzf(QC9-SitYRn{h4H!Uat;lp_<-hApm1utJLHXb;m*#Y&n+dnP9g2UX!`*v$m#3f3#pGM zW%phDRB&?IRQw0E)k{3v$rT9Z0c{hPQms$EpFWr_K6(kF=@Kcb`2WHpaWi^ufVWe= z0ffY|D-@BPnAEhAB&%zn%1ccUk7@vbI-tbHzfh9GhI`Ii&gDTxDfFYR?&xg(9Yp8v z@LZ#>&CGXa358)$Yoz4n{-r_DvD|6feIa?W@Y`q$TkqcA%|Hn9pu-^Bq?rMF35br@ zD?Q1$^{L8FNgeVTM#3iR3iQ`TjsYDo$xRpz^~IOw(h9WYNpJCZaQIgGzhrtmwmJ=prCH3@RRRQ6VpS zAZIf?E1?I@I1QYrzY2Tm7-8>^yt6g~#9Q~no}_BkpGDv+vNtz}3#bim4;V3hw!NJy zCyfno+{~wXi|%y@^d2_z74l-xa-@vtVNfq`r*g$;Au1rFqw2-`dl#TQ2?aIcbhCkx zQ5;yB4W^OHaoF;V()(t^N`CIr5_PxL$i+s zn^(OyR@6BsDO-Fj&E7(=)N|;`L+Dv^6U{~v{1$rIN_meYMS8c1TuJ8@vv@;GyljC7Tl+&}?c@?72mdk7 zL$p$2>J4$76Ie4_vb+@Y89ZJ*WA)GOci-ojK{GR3>aSkU&^a`Z7jl%>qB7s_Pcwg` zv#pJ(#wu^Ts_SOV`YY7@Nt51?*G!^Nt~|JM3=ebAuqr0P4Q za4j{ZTYYq4n*3qi*!Fwb?0X8AtJJ&m%`*}XFGM(n`Du2^QWw^e>E-h`<4}G2nC7eP zQU{mst`_nqBg()C;k$*Hnz6Macjf9=V`@BffwD-sVLdN5ePCpiW#V+yxZe{0)GY|GPfZv!!lyzjM~c$7tRZGs z2O=VZ{;*O~@Ol#`9=}rhRqQ7Ybz7>)IQ-be#4hkS#J0QXK$%Bp5k#r+X>1P}2&jd* zz32^6#4o1$9Zcf5UBLqStPY^YX}{>-Rrmp91RIM<(#6Xu@lTU~b%(UbJEu2-ZqG2% zkKYAuWBwu?dB3|ZxSTiR<5x1aSXn7R_K z^RFbMDN1BS3=cZd_e^tk^r~BvlE|9CLo~>K>sn4}Eo>gJ#T_%3+cTDQ6pa+Fg=GJi zoVfcuIIn61nzZ?U$tN0+4S?EeI_zfBhWmDO*;RB~0QCQ`7=r3+DWieK-t%u89Mtuh zbmP5*15RiWir#?kUiBXy9$sweKz|yt5@?{=-y9YVANO)5*9VUkNFMFieRG-=cs28V zaIf}Xc2i;HqPTicDQ^NUl@4HeeGuhj;;+`7TxRsb?GL>tmjePMJe3IOE+zrzLW zhm8Av2GxjrC4I5Yy>rk|8efUbyJWfh7F1Qt)BZO%$jri3KRxU@6`)V#soN8N zukeH?**xD-BKr_*X!OQq6KC&7Nzxf9yt|~uJ#raFUO2^99h^N;h3^9;MWU$vkW>>I zY=^UUzC{(AAWIqYJx_YSTG``PWjOtw_DY+pj|%k0F75 z1$+OpoO>tc8A+3t!!e*k`Zu>uw{Jny^2fqfKkUtX5(qf8S?fb1V618uG2y#9e&*_! z-RfbbPmEP)Bdmw}Y$qDH7lWfLGqAgRCZR%fl9PbXVuqr2EN+`ul$0nweAtzlu;vFohVN6sEZ*YdUWX&pO|)WNOqt3)c=;e#%_==D<{HpXq%(^kPb`gJ3{O%M1So&h7cK8 zt$T?}Oqsokl1iL@)m@~Oy-O>PtEi!IGY>>h*dUY6%`M!QiAOvZ&2{8zaJepZ4ELv= zm5~izxiid3U+|)a;o_n5 zfcbl1UP$9iatxAG#ez!K6`&vTTYLLl4y};%+I-fikooXxr=qZYXz0obyM|HT!}{jv z^c49s_|LVce|M*0clRxN>r*Bc&=zdlaGLY`Zc}karQ^#$m*P`DucetCySu7n`nmk! z(5&VyfuY0x&m15*25PP45xO3Clm~G%f!Lww4tnugUH%P9tA#Ny0nkfJ)%@WM& zI;97u&tmEMnQ$6>7T>7e?Lq`RozYy+(cjPGfj&k$XupFTlF-y72j7O+`x&e6_fCp3 z4AO5tQ~Hn)^<%Jk0VKrn)rlC8^uaH>1Sx1}qKe)dT!$lh=Vm@5qs1raVRJf9UmL@u z&6hh}XYgQZic3P*DZrgWf>>H*FVAVt1#6}c7R!eLpTzqM>~5=g^i%}-FFrG0joTPO zX&rRgnmyY244&5~tM?elt)(3ePBK;FHqTwRqv-30D5E?a}$Es1k+Y zo9BQBSAMERyrNQGn3U0B+7iS7atNmM2A{1?@!g9ZNtWOVTalI7g2xW7n>G9&D=I2{ zuNvOHqeYM{W?R(%9U%EN`MLEBzWX4+hyQiP20{z1sVZt*Udt{a-F^3{XQ^_ItcL8r zG;#sQw3df`{!j~4Kd z;DMfx@W)}8z#Y$I$bw%3!*%T#N1-e(wCa0FEUo~xrxSqHcdKK@EnX?1qIi<`tVWpJ ztjmC^DtH&+I`7{o}p- zBy{e6^QOyI*YEpMalo$R)-Xl)9CtpvC&g_SoI|0Oj(p1hoqGEoo zrx*R|#~+f1=WI48UhO3rtwoue@8^F$-~ZbI7=8JGBme^-6coaR;zm|f1TuOaE-jn( zT5}wX$yeYXp&?k*!gA0>raTn_5l{frxtsj-F=Zx854V>|lZkUR2oo>}sJhM6s(g)`bI-wwpIldl=Fg z*yH{8l3y?zAU%Ug{mP<^@6rI~=;m!2l+%7qiWLC?!N}xfObOqx_MCT7x~W;=EIQ;X zQ!(>Kd2c7i<%-S*<2vtL%^sgBa%JX=_GH!Gv)aT&#o%kQ??cQ{M0VBogPqZ*3ke@c zGzD|4&*d`&Eqt~;eb0Stx;%+1m*??AZWBsmCk}id`KYbc-aTe7-!fc@q06O+nm=m^ zt${=sVLsV%6*Lry+pZ3qB-lX_oUSyxyY`k)#~80`4!v^vRo$-6^AI&1;;m*YHGgG{ zxVf`(N0+MV*@ogi+Xwq&)l+-byC2VM(Z~2nLGrn(zMOO)2s&d=_|Rj1T_LFWyJxTT z^eCT*rp*o^673d#P<428M%g^i+F*4w&fk0@@*UDYaf_2fM$UG!e{{VU(B-Z_3+sYd zur5yi=GGgVZH$VNZ(u&Grk2dsho=rd^({zsM^*!UNsZ(1@&5hVznl9`svfFM9n^Y2 z@X+JT9?aJ9!F*OF^bio9|20TViLK%-1@dU;Y@S>QC(UDeE@eFD>rDl25)(&UNoL9i ze*d)tvTZTFxO^_n4Y^UO-EWU6IyVo*m#~=kjfVm8S8wlg28^Um`pviRX}({T5^fU# zO^QG8cGF3VdbX}eYqx+ZcZ4mG`dU7jle2puGc4v4vg(li<@mVAWyRXgu4tupygjUy zuc(h&aUe(f*V46iYI%8CZ(k2Em^I2eY=30h23Gsh0V&L*lgI2f%&hLDU(zOgkh^{7 z`D>z_L`Zy>$IIJ%0s;gv9R=Q@M10}G^Sc8{RPkK~*~Y5rvi34)gC|dK!#dx+d9&&c zG%&?ZDWy(tIE!>(dk63J`MZAKdHRSb{0-PGV!N!9S0mYoCh4^ZqcwIVe=`gw^WV9{ z@Z9H(sOqsAP&9Y1F;i|gu@-vLGSS_PN?1>lv^I>y^Z|DDA8Of=?CraE;r(kOXZ}Hb zZ|)>X_H=f4iyZj}-O!<4zhF#OJ2e7iJ=bpIM$uErfN*-;Yeo~H)VrkkHSPp)Tn0q7 zPd=l1Ljceg^z+MBzka^^4&ZRjerq zNlD#fpC04xWzh+k#%?+w%-+}!=iL@DBQhv6eo=SOYK^U;oGRvj1A)fQUODh{0$e0e z#Eh}wvjg4RRJ}VV$XnJYHVi7v|K^8g;ur8+59C3(xx1{M2yt`2&~zU9`BQ@k?@W@C z=-HCkG)@8_GGk<*^G*H~aVmxL$^sd(vq-^=eq{;vzdFoam3TN|COu7o?cIq?RqiXQ z6=ixJ4LLWx>Ddg_jBZmZj7@kyBjn-YlBz+id0dv9r)Yd4lhnlfGOQe_&_?g-W2csQ zBC5iXs@wo%2xP&ufzV%h76aB*l>w)Ystfk0t5Y&b_QoHo(!ZjTx_^%EYvTzdAsxXz zfnp$+AeN0j4UonFn~nJ{D;`HgrlFz1{O7Qtp+Wu8A(AUfw|_?V*x$p`)9lC}`N+#l zOu}V$^E-ThH}Lp`!);*Rm8&M`(j$gx8PvtQBT(-sfJaDw&2Sfwes}@9W+rktX=rE+ zJXQE^Spz;I0YKOYx1^vvpnVEO-Hv2r0Ag_FpN!N-+(g#M%Fi5513yM_f2ZcLbteGj zIKb-W`5gcmtlQ!sUeAN^{YV$5axt15V*7T{uFBA`#({F8!h)3w-e!|5Z%1991!Nf^ z03R8{;|^y$v?QrFcG{2!vUbSTXmalj_E`6DbsGFURg(CwpyS$$3%^%?YWiME;zQf) zstS2_8RvUN)rdIl-N~%IvfnzWH(KNs#{A9R#PJePV!O{rp%MR)W-{}+0GnX zucVaVQqDA2P3LJ{^k}%oxGCu9>`$)%t33N!T<&5qLLzsFikiA_Ng@em}V=&zyd|Om%gV3F$=6G5dnVMIF)N* zFMUrX5e6X#n8}OGE4dcisf|>1F7tB`2k1{Mw&9`!r8y7nwCvVk{5D?8ek0Yw0~<2azx z1`7ny(#hBJb@jMQt0@@4ARRu;#O^pyBBjEnZ(jetS z@EDc=BHvkeLStiNmp?L*`;~MZH&?CK6pag&5+gHhgD_cyBmYB|hYtHzROd^+f`W}5 zvDZlc_U+sH5LAHfg`CPJb;99#s?VEhW~}VNmaPnMt%3J^fw-c#ukV44&B~zt!8`41 zk%u7k@-gsC1T?8i1MLfLwxp}7rzi9Fi{}4o0YtrIZiCBoc``x?o1mSGm!ln{}n-gL6 z_4O%&9?Qp%v%y6R-U zONe}QsC#!DRFF5iGFpUwy+pa{+5m?Oqn~29E@kN$%E2Tp4Z}f5s)hIsqN2BV)Sy&Nm zvE@ZBK*Q;Jn5O!uax+QV@1U!Zf|7;ujIv)xKEU5PUJ`jm^r0XSqv}E-F2ABnEZ*q zxlKZ6qr)Fcv+Ns|Nt-1nV=8e2>kJ;`F%qZh zfpZa_%Qe#)bv*^)Udg)U2v5#-IE#!nJ8Gy%fc}&x19JD)q23eoP{NRJEO+-TunM?H z=E{OcO2k~GSnt__4wp@h#QE!IE4`zf*VY&k0^C)PhH+tAnkQA@0qsyIyA zl(@MKD=BF|75T|t$MW9YryjiQ5_fLm2J`d%AegOwRK&CNJtkwNoY%GEw^2I%7CaET zdmFXk>aq<_P8OPgo};Hs&UlX_b$qsJgi|4ET-s@c%YpG#=&EPHo>Id$ujC=)i8u~} zeN`JBldC(0rGARxDWYq-h09TN!>zf21;_-$40jvu+0)vw@tYHXQi&jdaPI0AfWW>6 zdvU)DwpZ}OVJUP^d=0u|3(mQo@#?g8?5g~!eo8o-HWaI{_hBzlH1a5cOcmcmN0z-w>L6KP%0bLINire8Q# z0d$dGI@$W=;OzVmcmeQm&V!O}{E{DrsC25b-7zD30lS%cD5BEGDGb*7IEGV+DQ*B@ zeNSYLseMG^o0c$dLGjj9grT(qCn=)SzHu9)(|i6JQHx%=%HB)5RucCJBN;S~#>!5CFh)>Z8LG8S`(D=fahcMw7sU@j%2OTo6sI z=4;S_qnO9I^BlY+`pR{#a7{h?U1te;ZHSkj?VZSeC9}qrpn`Pw%0>J=0i4GzPooL* zELfkM3ihQ_r^s4aoT<-_@d1zn7bw&a_D7sGyrr? zaKycExV>;_5=?I!+J!nVDe>wn-PH}d{i6NNn7-Tzvf0q1CusdL=4(w#AH**ma6Z8A zMYuYJJhg}k3cwJ;MU#23mT0>e-1&y+8xsTW#Yd6Z5%EORJ%M6g&6UYZU0mK^p7J3v z8=NDfv0WOI8>qOaYM1JK&VQOu08A;ZEjmdbmXr!RELF6pN!~mg>i&8;y?E5LlJI%l z5xGnUZ*6TQReM@Gq5O%yGewD5&zIS6aYkHsqbw^is*a9RqEE8%10jvF)XAm$E@qYJ zefjr4!Q>e|59Zrnfm1yg%Gp|UlV+FSAPgX^g3eH0UyJkUZL-^);a$>vrT4lA#$GB2 zOMy5z#L^O(i}@2_W1rOe>brJ(Wujc{Z;_8$kGqkz+iP`x%X@2%PASI*o(K-Rp1CR z2pPAz9-C<0LQLkFu+$Fo%=?>lyqUVfg(!URVE7D=TF$(>pi{#@x2m zym6a=;7Ku$@H_aS>R?vD_24A!eT`QAx=V_z?O& z3!I5*mP22Zt|K0grp^sRl;k_Scr-D=Wh0GyB+(~ePbs~p8bIqk%5)d;>lsSY-+=$m zl=otsl)*VgeAmS=2B}lwwfiHafdNGE0>_?5B&1X1i$9k+gnYdzY0K_L$qhQU0SpVOI*Uqp(%8=#(hBPmE;InAWv)3*Pn%#;g${S^4-5$Oks7&;-(L0lB?n}fr{9#&wpFh@i)Pw zVm9P4K#Z`z2?<17@bxVij?MjvXl7;YYST$BsGIwqayem2f2m~S1l_I;V4m}4Bvh!X zSctYcB%XL@Y20QDU*~ONht8Kk*-;x&7yYxEZc0rr6~UAv3w958M=xzYFRsL_aF$4$ zxt_DUk{~wv^h?h`nhBrS{%QctMNxT}VX{`Se)WR>;t%D1WoVZj*bZ)^&^YJ`QTNyXJ(h}M$A5g8|DdpxBoM>UTVo49*Qh7I z-c*Q*2#bpMG&M*WtaX;Um_E#YsMvx1{_-ui!Xs7q@sO;P_x78?9pFEv%DY7waRazG z-oF(UYj*pY$^Q+YYVHTsHj=rEOIU-zbH{Fxu=}M=`c(prV79m&+442DQl2Dm4P!QZ zCw=Y04fc&Rp1vwOGyHd7jdw?b6A3tz_N60mXOg7F71gLFZkcq+a< zxDxywjZ_i;AeKOhZ){#u4E&8{y=z!o>bz2#9EyjpgRa8?*qE?FwTn9dpG#Z_8V0Zc zs~c%1C!QLCN(^rPu>swWT{bfQXg4qW(?O1=C7jWy9SvL=hTEH);DOBqU)i+}Q={xf zvfK|1Nzb4jc!Xyx?fE6tAKcivL~eABRc4=qif*dOU-aXX&uUi{!1@Zm8n0l+i<NA}n-Ghk=Jdc}{4zAL%BAe(sZl0L zcQ*DI(B$ZoEZZY~WuXy^>ChzrUid&VK-J#E3Y~RY=mN&Y&PjV$0y$~9y+O+$gTvp# zTDmDHhWa!6k_TtJOOD93iO5Fyvf%cEL9Oi8R1A=~mYX-fHnZ4M@^of0cAOC|p~tc4 zRrUzLDcaELB4-Jl;+`300$-H{bSz+%Z_9WQ(FvN@1SSKet>xv>S^{is0vTba9`n&l z8qW%+X53q`*t^Wc-nNM()%}TA?TOMjWK|NA%!cs%O2ma3W=c50M8~sl%o(VlS#ht| z$ifA*fCt*5DEhH0u3}i`-pKbJw+EZZ+OA%U6fOLM%KP;Mi!_MpbualdS5I>+nKZ@e zl%4yR$EqmeEqH4p9FJ=wD2INymwwOjy6uJ|HS;S6ht_hlM&=L! z2!s_tjo9KWV68cm<|b?ytJ%<5Qx%pd{_a1iIR$Vu6w$w+>;3WPlFY$k1o?-Ol3q?! z9k8Spd$s_nJ7CL>zaaf_U%+qDR!8ZD&s$s#KX(|Hk^6q&pAm5wR*nJEjo<(2VAB0? zB%IdrtXLj(4j>Zc!Yb&;07FCiYacKy2!<}lCThP3Sx8Vmv$vdq72r+7BJa`zNpbB7 zo(i(-pSgA|Nd+}?Hs(2L2|F1%ZhWv!*>$*}WY{uKo4uZ9Oc=oww<3(f#UgI8`xz)@ zd!5c=?bPE37XqnC>9XbEH;C)^r@i^0mXuoh9DKXOx<{C%t)1Rq%O&*F{b<%{Sj!t$zzO3g z25;OzZ6sdNjX}TTJwbBo9y~*b5iuhfpwhq;3KRj@Sb(A1esG_Qk^^|ztsNYQ(s{I$ z{OW7bmQ{xJK;{9OAFPWaJe&UQPhqA${0S$Z-6S$DD&eg{Oa~c#hX9YT3|n4A$65-t zFiuMftI)$p>pRDb8Pm3Q`oL01kQ?US+G}#8Hk9Ss-8q`G;So_08`EX&|3cHj-g9vq zk{8-jpE;U}UODu8(7^MElbih$rYY>7Z?igF3F@xu++tDfYrv|7G=pC}$bVHsuXDB$ zhD+$S_LBy<0<8c5^}q@mO=SzEDsNqL$K^p&X-L2t|F_M=M`rv-k$h~sI_;8xxm@~; z_MC*WCJI$i1eAqMYu&@L=q-GtftQG4&_J_Z%7n@DtW2X%K4H`n1zwFhktV#}#8xaE zYjY49wVV&HlW-$DE2UphzI4`u@@+y~f5Y)2&^!N^_~H`T_|ISy)gp1N9_M#jOuafA z^rOliWbxKc)zYSjgfNuiTxC0PkxC1*WPuhB9ZtYYML%xI*3HY2+WXSJ;^RjyMlS1t zxcGQaV@+6Eno@*Hg0!gJfSX?;0F?RJ27dnZ*hUWLNT-Kjg|jKO3qI1)`h?AK-7RF9 zXJ}db$>&?ZT0js-RN|kNnW;Xvb^V+F{Ncbt`NXNHZ^6ARFY{3~w#^GZ%s0xV+8?XrASS7Bm+9t=WZF$K6F}@b#yBj7-AtC5!wN~6cnZ~*R znlQzGKKIXGk%JFP$2r8sy*u{bYH$PS=Rt7=^ru`zo8rrtcZ6r}#`d3DLy004{Wp{d z=Nm?@$fdiRtK87H48L1=&>LV!1?wqFQrdUmTD)>BQzeejB6hxsTQ{NrSrNY z&YTAZ215I6Ie_4ro15FVBdzkq$B!SuPnLn>J~KNT7dEV>q49cB)egr>^r9Mq5Jhf4 z(Y(ecCO{VqoGq15ObA#IdMpTHiwhipNIE(?R@T(ufj*8v-pVZH7D}I|$QHDGl;#?| zV{)-32)z-}hSh5JI|!&B^L0~tzEFcf2~+e_0{*J&MkK)Zd2)Vk^Wp_Qm{795dt5P_ zH%tJv(pIc+dI!{)RzX3`+QrnsoC93{EaVAP|9t)5A)7JA?Z7>47TvSC( zt?>JIS^)TgT>`ZC;Jb4t%v69^m6L*~f|*i)PWt#T?yB8@$-8e-m90rGlP=?MZ5f^~ zcil#!f+F`LF9G-UQ#*uSU*x}M@!PtXh{MEu0LLvNGY!eq;K~}54w%Go-f2`>S>EzyrvmnkNjI8p{Hx3zu`J|0Qmz5h*_`5no z@o?DrUfq?b(f?j}W=*|k;L~nbi;ETc1p76atGvwgnqmBko^sayLW} z?t9moHf!U<%YZE7aPZ|R|BqOQFGsJh8yw++EoWaHj<~=C6s#=BojdLIO@aCK|@dPHM&M6;u;3y<3o&4kR{rcbn%HY2dPVi*S-_|{;L2sA`WB8vuxW4Fc zj!dP^B+knze=c(O&mSo?*wD$>^D6TBjrhLsD<@y~4Qo-EeXousx2vFFO^sXNhC7lv z{B<2({O5A~+!cN{g4>NtD8bG(zi&l96{u}w6e5Lo6aj8s78k}_W(Gp^F3FsM5 zPEN3}0Hh2!Q_YqptxlJ^6(Cd3%*+hc=YOcJO=c@HR--i4n+0u7Acof`eUg5v3#~{p zSbmI|WMyjvm$>Jy8&w+@b7svFoWFzcw}sq;HxP= zNS2=2Tlw4|eQr{a{EJN*k}Bp!`Om@$tEv*NsjY1TEqg#L1n7MJsDmIn7|}BtQp_a% zVrw;;-zvJx_QBk^LF^ib?VdV8?t_IBs50<2u_y!)We-M!xSn<#c|%lG^txXY5-IoF zQQT*D3Y#F}@JYFz;A;T%%)+6pAi=Dvssh+QJ9RvVEtI{<|E-hZ$J9JUA`5j+6z^YR zFrUDBA-M!zff$oImokJIXfB05AjhQ8+fxgHzEeONod8hr+J!?uxhC}0j=C22;85f# zG8uBo>m{!6QLNj3UM5;6_*6)kXOw@5JHNP?aK8m109s>Agzy5tz=VlwD$mpQcY0=K zi3_MbUpJ{du{|EZ_c&P~7y;%gOkq@rV_XP6f1rao(V=HzGC|x1A=n;*FuFxcOT`I^ z5wvYNos}JdB=3XQE2J1_o@o3TwyR#+9xtV53GsOTkS9G3$okl2uDWK~ryazW2_YBQ zc6N5){1ik7K=75$6Olo$0zuI_0i&?V~-kc7Z_Y_ zy30zV?CtE96D8*_R9MNT93f}B==QU}Gl%Oyjd`HV61g~W{QPrWtk@Ve(Gu}r)O+(L zi(ilLJ-A+w`StEA-O-A4Sb*pQ|01={*IL{Fy-j{}o3;iMwnGthP?P8N;FBt)coT_2l{Uy7D*{H_1s0;6x%OCT531ihsqyfWUR<{U-K#SegX@@3_{39vvEF zeE#x?o{G*3Wla4QDf zg0xW~GQYX`HfSC;txN3cO|;wL^26&kA3NmJv0%@vpb{4se_+NL84avh z&JF{934ONhfPRZhCBpmg45zIWb~e#zFGN2wI{F|%Wy;HCzNw+07nKPFQeXyJbA402 zY*y9M(kheZI0I&K12-TmvUX@E?r^CqEG_L{5zii6KV_uZTYx7Y9=az_($dnZC!wh- zGFp)Q|3o`5n-&FGp-ACZ64^aYz@Yh2KzWJ^^cH$FL>;aF{CS{!B?P#`z}2OSZ%bdd z9uvse*c$`BV3EG?MSldbc5yoWOJershhR14SRwUZw%ISEi(bS zmdioca`DlOjEoge7=oFKYBq-G+5~?YO!uuvOIwVQ6d2%Hpde+;>H~Y&+qTK~#rph@ z@)63SoQ?t#Akn@J}xncQ0qeT+0CjBnG@ zmX8B8HNi`=mZA!te5RnJTsr+>Tt;>osNkB&b-C0ZSMei3lZW$v)=T)prk6~`q`FzO zq6bU+ug0$OCAlj`$9x{b#Mw+R-J@fMLW`4_rX4ELi%rfKs19lLS1Al}}C5 zi%6C}LO9p0I@?$x?>gBy`^Sqv&q*I-Xrt}@VEmyGP9{-B}y)taIeYkPF zZp?OQ4+@xzpq8FV2Qfw%ewW**MF~+N+Rn0|1g?7t*X?{%7;I7q2VEydwoYm>zA`y( ze{!At{e+_QOS`~3={e15?Re=b#o(uxu#P2?KGWkOxZ*^~=PHI|v`&F88!*1F&;#-q zGyx0z0Ouwy;$1K4fkmXhai+S7q2rGfVgCd#7Tq#5HYQ8H>bG>*7DR6+w^{nh4OrDp zTUAfN0!KLMQJ;#6%GY9sIjG_!RyPZSR|K_?Ta~gxv}sq5iI5h(+c0z&Y<^orAcMGp z;c}?}uKOFJOaYC4UQW$&3G;VnsP4Y39I;Se9v;mSnubt(q9Wmq;5dkhL z|J4GN_RDFhszwk0&@4HjdygEx80&-;j9I87VOBg`2x!<995}ilqI!9|aW3^|aRZo= zeaI_(P~)*U`TCUJ25k-Ay#Ld@wSTbGVJVUoQl>|nj-PI`^cQosH@9=jLjt7EJEwGM zXgXpr(0qwjby3}zX1=^R3%~bZT8}u?B%)oT129>s)?aD1QSh=e==_xh&er{#&(P;0 zT`;`%(r#HgnS-IIB&|S5cd6y?KYxs|_I?E+&i5@4!Jyb{0S3ku5IZCLY=QEk$1{78 zRdNi@?|VO6c&KpOl=_RHSeuj_Y21^@G|q++DLpK$nlV>GBi~a2{$YvbrRET~OXgdw zy{gl3IIsE>KsyBYiZg7-A<2SI+X|q<`{q+*IoTJq`mQK^C?6rNJvFTB? znW=fC=G@*n)^^h&w8=ds*9-p6k|_CSsZu(n#YXn04lPHW-0gd0zbc^piswX*0%8Sc z)}pj_8K7EKn~qa@!`v64+rA)%x}SZoq%nx@nf>;tXC134HenZ`r*6nMqM2{VNedG* z@-Kql^J{+)3ltNBi!I!BVDZpMuL5mFG_|!qeEa61oc0Zf_;|0Jm{bO%cz&BXdF}{` z-)u};v)Tw_K8QpQ*7l9QoRzsAHPTFx0j1lYTFY0W_~g?FKbfQBOl%t8BXqqBZfHr$ z&R+FDR-BFtTHV*cjTt_3N=Th|cgT!$*xL&2av{hb#ItCRQ7vxIfFobTs(jc;5{5L# z{^`G80*+mfrx*JXXICyQX0AA%GAsYo0xCJ9=iS0!HduN!lMBY`I5lSlj^2}$QyFg{ z5Sud{w>b29lgp=w-qRGy^n#p9Zci-q+}AnrZNlPK^FU25bTacpz9_F{1<=P7v+2Fo z3uwX$RH(&$PyY<-%IU$H+Ue%Yzb4}r0zY+VIPb{1Jl!xJZpPM!xvHSv1`1{0)9rcL zx>jYm$=dUJ8jjPbD-fx~*>%#%JcQoi{%z){I^D;yD`UP{ho;@oENPs5{YCV2bB7+! zVxVKF!@oqT8Mo?AY6t=zz2mFrU4(tRb}oPPW$$Nowad@ewr@XP>|+>NzUAEv{N(30li+FR@!S$|8V%}s`5T=%W&?MamGuyV(E>bZZzy7EheT~&WTZ=30d=*J*P$=jBy^y&qf z){0-J=D-#+(Cz%_oJ{4lX##ziQ)}nJty{)-G?HnoC#!-02MR*k>2s4iTfWY?USY2?Q{x&Y}fwLoo0 zhg_=JLf zh!>%E#`~(Kn(+D)di@*$)xJ?2_$i&hlrx!_flvOr^<5c8mLI3j--mzWZ0P0FzBz&! zFI@UF_Y8Ax2t^~{U_tygb!h)foS2zw8mge3IJSb%Cu@#ZWx5DQm&;8oOnpIn=(-=p zq5b4o%me?5|3l-Cjg3W%|8%LXxPk|GiT^-Zw6)xO12f&nv>?|6SFS5ARaMoAZXnXS znB7nyY%mQwyNW46*W+uw&2>T1xO9{kHuMTUKDL08ce^2;5W86Xi0?9@{*Ye7C;L7o zO<9^E)<1h4V~z)DI)jWnnNIq-Fu7#@tayP?^Q|5~(V9|1^1xyY^pZ99ajDXDRnV>+ zy&@WPa509y^xA-?-tfweq*x2)u9GY&K3FGWXF9FO}N!sJ?8xUNJjv;F+E z?k@g|o+DT(9MpE1nmiSJ{{-9i;S#eE9Zp;?9mBFR@+#7eol7CXKGiU%G0h_zh{)JJpjnzAL-vA(L8r zm-I#P%~X?jd*c{+lZ>j&GQ%9RaL;#ffg)CyPWd2FH5LuF?-!T(ign(DGj31p~!v8 zFGCVvhcVhT1aB~;5Rv>VQxH?ctzA4=e)y68)TS*!+NSng#n)ZggK(-3b8dCOsHB_@ zk8BEZoet}+L3PFQh;4u^lt!FvM}P#r}x!%rm@98^v( zd48T|{CGTAf-G^VMfdp**XsOLd8MImiQX>^@cQl3fLhq=K?{06Jw0!__+^257NTFr z2xSBar=G_>RvH-pp)8t&S7`-f=e~39l1(4O%Rc$DYR8uSXA&L3BIez5&s>?4nzJ7} zf-y(BA&zR6r^A0-^kKov7=T}< zx;elBfbXqdjz)gMKlil}#XZBu59yPMI9kDvohv8KLZ1Z4D;#GH12R$}bkOd&Ue#M% zUg>%hGo6p4K8jVA{~GYQ0&vW-DC}~;5%XB~ z%Mj!j#zRanADw|nOxE?TVi>G5*nvHqsoXJSIqLs~`x67=cg&w;6H8+u!ZnOU1fYw8 zu71I~fy$tMsA#6nwTBgR$Xc;g@mCvU7GedpU!24-kGsoPE_?55-3Y+An)opDgZX8t zV~2IP@lh5nHyQe}W7iRB6gyVv4+6E_Zwq+Lmt(EXeP#l%TPEQe@j>)rr~YD}z`*PG zb{w}s)K?WVhZ;kpdIfa|K_XFF$ESbE3ZBBR_#nN$?pFE>0 z=YFXc+2hvAp5DA*aTFG!*>kjqvp>ceRe?M-^h0wN6QcsCaDQYYCZyGM7ttO7|wDvIVeNsD;mnaz499TN*vhxl5-GAf%W9+S?qWr>eQMwz1 z0qGWykj|k6r17UH9g@-rh~P+fC@3JpfV85tfOMm@bVzr149t9Yd(J)U{&DZR=d8uj zwRG6Czy0m~?l+$2eUx}JV?q@f`Q@L4pDyQ^#A1U24MR!_a4Cj$~S3wA|r6jqB*Vrf5=}YML-?oyQ5-L zB3Nmgfmb&6$>Zs4&SB@M9?>2AB{WfK)LvL|^Hk{1ojucYZ<5EkZ*x{XDSjudtCYMC zBs28DUngGb3=E z?9iHJsJ^dSYF8sc`L}r8hZib;g%)P+?Gw~=N6nu-E+@YQjB%ax>;W#N83wgE+n#J=6A$_5eSe>G>M8s? z>7|mVgpx#z8QXZ7q}|J9uMS7xN_Q4%z8taY18d`tF0h?EQUz(>;~co)M{wufa%$WX z0cmJ(pBeeGgRay7a<2M#CGQ2f%lzqM;AR7tN^x6+t{=AHb-hAA_Q{_?OK~P#B}!Nm z`>XTx3d^nZ=e(!HPfZ_}!cM%Fuf1pkM=;OJWrQd(Wv<^CJ7+D@KiBRU`Bf6hQ*OM} z4JG`k>3P!PVsz~#u4}oEgKEU3OvxK9R+=pTp|Yfhh`0v6{TJ9B{8l4=H-C$c{?NiTG!#hrrm1$a*`pG zk4Nafk_GbwVIqi4J_^oGl1NydrLjaEr)cocAoq+AZZ(vKFA6F2q-U(nD)0+hmhKbG zp~`0Kf}4p+#j_7^P69eSCXYCiGIPXfed^F&C))%O7nkA)e}dlzbR6HDG94lRJhyKu zV?~hs-hBFTY0G|%1CN7OA|q0NO4k;LZ@|0;L_-dG! zBVay`#Nq)r@J_fidf@wXXXb%zWk&BpX2kKRd~$`|D^oU^?SJlM7yVp)AZ201GZ7T+ z=T$=rfy6a6+JeK+E!{N)jAa;)8sgp*4DcNHFHcH6po_XCp(2R^yPIj_zcJfY19gvg z)DR^`{PIR`vH;c>^jY}Vs}1Diaz{XqT^GYw6d|50hG?3|aZ7ldjSi-KjXHf&;>)&xUqF_(w zc2WwD#dwHkAT8DRx_BRAFcguj&*ST_jIkxWn1uQ>#Ke^j51jGh{eB(9Mo8KW$DI!uI zk(61{xb5+xBX~n)2(_~ZQyJ`h)F3Mx(Qeuuxx>(N`^iTaL za#7|TPs8GS(1Zmo z!$^XTD8?`vVm5M@#OZ+JM*R`p^2Gm}O^wQ|BgX%?4`!p8G4{HfP4QcB+oYAte%asn zwpTZd|GpViCKno@>tc!;hRntuq=1-C5`*nfk$+%Wi{XUT;!)9k^k0|z;~A*&%h4q+ z3>k!bkb8{Klb)TRAPSsBUQ=luwV8{YrMUz5AEn5KF^H>7*;iw~S2GrdA*;K3wSYK9rSkaCTO_h&zwmbMA%Z^T*_lHSc|brd{PMDDT}fbQEbr_Cc-$Vs#Kt}N zsUKPWiUA3D7;DSwI**{5Kyjrql$oMus!630!Y>o|+c-xtLdhqLH|cC>ocHvY7C-v} zQe{Rc1)Wm){cKR`_5^SJ_+|__z(V`URrS6_(qpt+U#wc!FC4nPzVkY0-v9$n=Fe5b zeV-j9spWnsx)J3#wJJx!H?yzMI-cY*JT{D%IZE;|j5zTD36qn-8e;#pKHb4ks3|W| z3jAM9H(&erHWST!ylL66@={ZYMqZH_f~6_pm3e2nY$iAWSeQ zbpVEDs6krpI=CY&E-Ik!FB_q3(t?RFOk|Pg&U0LM#N4(8;w$-NL*hEuyxKPoI*bRX zv9W?YJRuN|_(yC7o&83dy+A4^dX}yBavvf4DGsE}STl#!YM_hL0ny-YWDyC7@@MlP z*RR2gN@RwA*Tx|Yo-M=ILTp`xm5MtebXN;g@eO<)XK&s;M(+)%gQQyiDo;*B!z&99 zqiUr{Zwx~zMk*8Jd@|YW!ro6_XDcdPYV@ zlBY@_3_nwu|Dxp!1LY(V)?nQIwh&)+k5Q2D zV3n}kd6PQ?OV+bB<}#{=v;4X`+H~GhLl?Z-Y?6iz!@RS|A_(sp1&Gqp6z~iADoWQx zcV}8S{d~!064}ZMeMn}FX>Tgg(oIr-tR})#R-N18!<{20A*Qo>U~qpvTO$5cKj-Qx zq1+A|{%N{?NP5(qqBFl-I)2==js=25iRpWF9{6tuUYs#2OJ)*Edv+ypCYG}%r=Jrs zxltjCaykq}%5C!!_8+)&%Y0x1(tuPa2TR7}yHFqd6>%c`1%T}XPtM{d`4@XDsl$=0 zK?q-iu#zhC3uWAuOU=}?}e5U=59U8IjFct>>gHf$9`qo2Z4NYJFjpj7xo|0vGj+7@;X?{IYxJ`{ z9hIeAA+1zZ33GR~m2rxG{eFVNmYV=N)_!#d?aGBBOp{Hm?C_&&tbxh>yrLKE>}XH6^#!(mHK0Kc@Q-`KyD$H;KfDo9g8&gJKb=M`(@ z&mJ5U846F5gu;QNfs;I#MeW}k&;FpiVnBR+UdVy)kXtXL9}cJ|cNz0~ zY90w$-^s#Or1_v~dN58pYiyKgX>ctsL z;h+lq;WbS@rZPY4-&E-sntORhzM`ZtPewrcEV0!V$NwfHq_JrW_EI7-QqZjqv0-D4 zF=$ttpC_YZ8SIXoj{WzqW{lw&KX9I`qtE=e!1QtZ++Gm7(6Rp3^wSUsoFy0mGgZ_J z#_mSatg`j0FNNsxb9Jn=jx2v-O!$hi4U#FZr_cPXwlx2cd!w6R52BM}1e53Vup%hz zb{O$2AZPK%IYI1Sj|MI5ry6pG)_ z#Vvp6%OR6Zdw$T|rBTuOD=IG?sy7FAD{>t~YadC4pa%;X;maMb zaZ9xp9c!<;PMZtHUsen9XUBc{YE)GAUIOaD#jw#VZ2?iQI=HWN!t=@&SkXt7tYbZxm-m^;|=huuEE zquU+ooIB-QLy^YysgBl20YQ`=)f`M2Kea|wC3TZURH3VzQzLUeB>yR4>~ntdrijE* z(I^YT60D$*w(8LmGq*!eqy{bP`^%Fj&|}1w@culBD&kqv1)I84T@WQ$eldA525U4A zMFe5h+%=+xas*Zi$tQ>GTHN6{LhPgcx38>5Yy2cE_K1R@T=2c%W2lDtkU~K>7^Nx# zOam-gg!j#sr_9mjJUi2Oznqgnt}^l&Rx~m>ZufX~91YLG=-l3)-wt&ifi8V4&?bB; zeF?%K`O{NvBb+ltjbu#tjLWFiA5SrYc}28rP(_~bc-E`z%k92(td*g6dtk#+#2CXq z-Xz(g#Sw_Y1p~#Pk$6h|+^t6pA3a{!*v!yPVbm;zNG=LF1dKGEAnruW9v*t33*7ic zp`!P>)(AOoHB&^%b=|GI((*QzL_(0+*B15PBgSV~deU-XJBaDD$j(zO-`dl>qnThb zUwo;_u@UdpJ#7ukmn533jQl$Ww{No&&I898SHkk3^Dqn;v;ujs!XzV@1x|235;7tR zb2hE%WrFBGx`XorY}F2O_GHDdPK3oM#zkUbH~$l)*eL%7CAg=uX#grc`(wka2&`vl zH@_S0f9SSD?q%umBy+68`vt@zYlP-cpSFV*Ti93&*Yg*EzRCtpX51>RwfJa`t z@OpM5ASv^BGL%b+jW@;lF9e|`TPTV%l$e>e($XFsX2EYb*1Ym{RFugZv!mwr2lNZBckG;@uw@D&SUR!+rh)>a5Zp1hg^P zt~v|H>_F{#SeZ#u{WVT^BKJ+IVt60L5R3Sq9X2Sp*|a<4xzkpp#y$ChdJxxcxqf7Y` zk#Z_=zo=an3?4S(sL@Sw>&4TosEs{uw-vX3B4P65>qDM4p)T3$3}}x?CuzfoDeveh z;p^)phLSCV{;nXbfn-ZkEgIH-(y^OjVM`WI+=IyaA9`_1*;C8ErZ;i_gQjT6_ zbGwMn>D@()cJkZ6M2(rke%Z9Uzc8Lea^j&Lj2TWKm5kJ6qf%W9E_W7gUYf4TwOk^G z^3a1^E>bZcY>R!O|G-GHn8j00QsF?6_06dE9xDY&0#P@Ii|cdWKr&5&VrNs@yB#uJ zVy4WzLMLOBC=c{%-*A^3I`ZMl8O6;xn~2e=nYmD8E978by=17oe&OXQt~IXtykjA6rX;CN_Z@h4okIA zoQX|c)Qmz50Evd%qBXb~tU;a_2km8T`I!mvTXf>V-R?V(F10>l&)W3z!~=PGAAG5K zSJ5u?`Nz%=KA+_Og#{2hPJa3+KgNV$ZVrS(x}`$j3@4G6F;{nDQE`tA2Te|oTz-p{ zn)7w|zdoxePcJ(NzEA_+OO7StrSiac?{9P_c_#lBrHib%zKd4p+t|+EMsy|7RU;Yw?7i!P@ylpk8{1 zqg}=^21ydB?}Z>G>Qth0;`-`M#C=V3t16Q>5GRX zV~khN+}lG+wL9o0^Lz2OC7E;0VZ$7JWk1$L@9Y>bly$>2(C-n2L`BdnwvHW{Z^BX( zblqa|LmPkzo}o)PpQSSw{D9{tJ+`^Tu6arG@iGN}CpN6oqJV_M;Z8Ra1!H`cNypsZ zzJW%<$MA~;Llcngza1=SDln2_8I ziRGuFtxo+EBkv4KMm*g;BR&p6!M|K2zuvjFQdf28FC2LAN6UcyvIpQKu&@?nJ~rPu z=n0r6cac!K(@ctolT>C?G3T#d`81f}UBAQ0Q`%tAvI(;+g24gel>qD70svNrpgKwd z6tw=?v%^||Nqi06#(gr(CX%1~I{D4Z5gdXrl&^J_X==}scU_JNOITmQ&4G1Ay0z$T zs$08#g|egJ&b#&Sc3x(RXPH2HWYhO&`LG{(5FpgJn=c?wmK zbgt2hU2dc9}v;FNU4gNB%45nJ5eh!940+4{tpP z=hj~iZ->ONip1kj8CbnE>Q?1~l;GSmxk{6&RlFk^y1x^`cat}hfY{`W!$bZFP2Lph zcb6vL9s!+1_p6}yzq(c5L3g8Cd2?gn^-H;MKc`a$YV2(kXf zaF{J~Ah2Y4$Z(pQ`-m@0rT%S97X>Xkf*NfuIV$pBn3+Z-rN%C zyH9+(%S$yk%W!umTnFJPyX0%^N@6UK3gQMPRVu{KlNPG6nd#@-HGQHn@W0mw@l;zL zJ3C0ux6#Kzl6uqpWeHfyq$*sBnH|J&N(qMJR-Y)g^3+;^C-FbtVFqv>-6h ztTlf6#W!rq7KrB*Ffv*V^iew}WOpyaM%*ew)dn_hrCJ3!=B1lO>FM{|fGV-wDte%uOXYNeRU{3t$EZ;;Qe>> z#Y*Ir;}di9xx=RhKuQI)t>NGT;RKhIfPlaRX4YCXd0O}XY+xIr|Ap}T^I93`!GOJn zwYj@H=NbI+B_n`PV!Z(kj*xaBW0?ySWC8AS<%Jyj7uPr*4t9pc|G~unAyNqs%r{%X zftT7tJC%hR`R~sWV}V97a=U)lKV3n)X;;YN;lov*PgcP5xZHl+66+DPa+|ema$*7p z3slDec`0My|KO{_4?EWaE8uvl>1xnolmGl+^oOP~He}`fmXhMbCQk{DOjSP0c_I z7!EpgV`BlGKvfl$HqtAhe>ie%EHIXzR!_kQSL=FJg@i}<&6sT~Lc}C4C+0&~TfQ3q zdRuil+2c2HIm(@C_Ki&X4dk}LS?mYybrJ*!@jqQY{A(4ZCjachXPjqIYBIt{CDh0CxLHSmZ;MN9$B z0GBDO;~Bt)kQWV5l<1J{#F9&WRV#3lLv`nL?#gdtO3nn?cpLeoL3p zVab<3YO*ef{_}FG=hJV={OYDpEJOa%Pnp|^It}yvbmN@VTJn~$c|!60d%d}Eao%dO zKxZ<4gmp!RsL0dMQLA`nFftA`Wg)&#D{3V!V7R9QI}Mkn29Lh#RwC9}kM&4y+y`ta z!PTdXpD6eq3H^9;2C7GI`fOA`Q-!vX=_4wBy#-wtNb(tYLo^qDirYOnaTv37*BDKp zIP6rI5;|`^yI-Wjz(trsjh$gk#*`KLY*dHJ^&OqSH!|CLthwnkPOgtQViHaNit-^Sf&+KZIDyRg{gmP)Jx*~ zJ~=@Oc1Sv<4;3nfU!5Or5pU5$0)RRE1F|8}q;gr28AtVRHi#4GLwfPZFKMv3NvL7I za{UiNu7&?gC7B5zzqD1FQlQsW>6Z*q#|jRmkM^AHX{=+egH|f2-_zg@J0}aMmp?5n z|AzO27jTZ$-Qw`>w}w3AAxO~dsJs)M&TdTcBA&!Hf{GcN@PSXrtUC9K3hf=jEX^>( z-%&4Z81)^krItu!qxJvTOw%E*m(ohh}d?c!<#BjKv^PY3l?tPB96P4B_*qAtzY{-OSJn~Oc^4vPq zrG0?Sf(>edVM<1XyivsU-7Kz8`USB;TvQZkE*SNY2RlV0N|p%yOM+(8_PuraCKyF! zJ1MDm&&YFxll{Ng&@nb#qggKMHhbmV_igSqHqT@|(Oa}ZlXIomST05DRU`%0qtRo zK}iaLaJA>G7?h|I1;^9)%DG8SkPJc^Zlm>QMekZ&D)4V1T(}ByWSRe+*f#t)*~3ed zf;45$b+Fq)x*Q1BAWm8dnaiGMy>oBLc;hOb)h7ZFB+AvT7+r^t6N5#OsaSU-@(5cv zjX1^}k2i(&A*N{TS5C~sHzKQ{9UFLzh~wP2|FDJm@&&{`q&*5fMCfkXfwSr64mlG4 zz+{<{R7Wo!w`j>eG}4K_#pxOFTxcKzXA-G{6WmDP%cQt@X~Msjx2sMK&@C$5 zCuNDJ02e?8x{JA<&GI#;k`knZJXtYso$;zSA66ISFo^}Az&2a4&_76Bo)9Tb3W6|- zTvM!3ThB8Ci)tJ|Jv1(W_3=LN#E2L*pgd?g+4W5+FSfuJx~@w^g%;IK0LX8z3ZSoMcZSBGY>FB`-d z6IsOL_|B|cicj4bP^NVdSKPZq#R;q6%4HEmJR(TzyY=wqsv46noi={?G&9JX5>N5!^5VXo^^MNCul$9kquDk}auG#J{&x11N+%+9TSTWxegX)e zFOt-$3`pkcMuV-MQw5{y(*TLCcX^-_#D@FuH6n(oyw1G$A>Fb;7M)H4oozjlxe{OR zr3neJIC*GVYtb#k`*&*X5j{U_)m8@l0FDXAp!3B6JRP?-Mp&ObMhBxUy!cA93F#!QxAbMI`u>eaL zJ#2Vb;}?=n=$6V%?P)X!eG*pwl8R@680q=aW-nH<*RoS!=)49lxUbiUhub35`{)ZE zlIw#Hw`wtuLQ4^veJVcnb0DvF+!7s4lu!4(V?<V3#5q>$OBeXc$ zcRQKa3mJmBGdQ*AaQYcH#KgrebaO)q_2QWdHAs0ii-LJGww-u{3fIVg*xh3U1A-^F zfu+wKhDQ`xf!)<=Q`IpnU9tZ{;whdla0xQVU<3(DxAm&MT*_sIK$_Z}$lTWCvtbZF zgFMArU0CMb_UiKZ?l1admd#Q76R*o=ti95QH@Q8(Pl-;zn}s>@#5ae#iHHrL0nPD8?ki?%zV(gkRw{p1)l`YZTpA zX1Rkuuoa#=S+0Wk7(gCi%K@%6%M^pOK774=I%X-{6-vYqMT78%J+A<)sVC}`V&mIpshr6&No zBtYNcdQbJME1ebD6`B;T{GCRPpVoRpw5rVy++<()@jtAmSuV zgffLh$zZ`VHP#;VfG~XD#fHUn1X72!PY4f6^J41-ci z!l`2G(it<`=JNeBd&ll+NgDSL3E6bZwB#BVk7?U{1lnCm>2CyAm1)0qSN^KB*$Zqm z+VhnWJCC=TH8j*6Zqv@Qvvmp#!$=t28|K1NTabD5p@{+EOZ?O`fLWK!z~(B0^R2NU zAS3jwZju3lLgS8sV1y}0d#TrJwO#gihq=)Yt)1uNwUNLwl)SZecK6D|1Uz@L`wtMg z+YkGhFr^S+eJ_>ETW=ywHz1fU!Mz723QT5!u>fdot zIlTy|Ar8}sk}{?!8sC0`5OW!3lmI-opl&39Ay1i~yI^YP{k~{1;u&)kk~gFOxnf$p zt?^O7m%F8W>szGr$gVhsF7{=z>od^-Veqg`MhG#1i@>!gsA_ii_6=K>N|cf|B|#K< z$8fa)+L^N;r(v#sF!ECT5q^kjY{}6}Wab!1{sys$(JOOM3iqEy>OM~t{iZqmTzAS6K( zO=sJ$H)!MT(xi`XD@^A?Okc<#y4AspL(C@7#2n}2pqr=`C$zOQVGtCc6;1%XX z8OFQc5ln^1BZRrrO0|2YLJ_7UG1ac?c}OlINDZx#w&=dhxPv_0f~qS7$|}M@1SyrY zm#x-(%8-YZG}LvOJW_>8<%FN{dC%@YLB|9b-WRlfDq+{|c=IcgS0`jmV+b|cUAzcr zbz(C0!jXaJFMgUze$r>?zMkBO0sU^B<$u`qEGYnl4nfq=bY+bXAP4w=pI7_){uOMO z_3S%bjM6)y^DFeqyhHrd;PO3`Knat+gj;-Kk|03WpBcE7GLaFGN46zYgvmX{4lyNK znL610$cHqW}6!Rhdj=Y1&0_~_9|r{ju&#b*i$0v0=5 zO*T}X3T=V!0UR8?@+@J?m5GJn)S&?=e-3X~;ZxLSTv;mZD{z%CZ1fkmOee~x9po0d zS*w|sfTjxNPo?{F$zR&WUn_?cfg`iwu5*tJb^gzgPaA z3g@b0MOa1_O!L5kcYhJ_1o2DU6B-b)@eadGxuc)VRh*xkZur(&ALhV=8-IUm3E9|% zcYaZE6cgR&@IRLZ)#NoQ?SOQq%xM_nOMY_6-x@zFl*#t3DX*z4S`EGkB~10VsbOOu zwijvp%kFv%&*!&AeC4XWbcQp?KmpLLJd0O{ggzzlsM)Iw1suWG??h;}#+3q3q8051K)&X?^yh@AmQ#gM}J` zDe7-XBI4$URjP8tttjD#~k^RRm=OS@!N8S{N z?dhq;+nHSsJutiHQg-LTv@}FpHyo`*Zj?XqiEggVCvU`h6|`#i4^Cze_}I1L->?&R z6LgD7Imz>WAke0!V-4TZCfA&hC_!BYa&QZI-hpJT;SdeWPkX+oyC=ws+{L3e&B7b# zp>ikLa7$G(Kg#J5Bz5f6Z~^K%`aP;)EWahh>-y}%8i5zCB_?L82r-r(_VjngYfxml z?rARayx|nE{{>aML5+`3e%^u(J3fpdd{xX%jyVy4JFG$)I#GkioehG8WpH3A4F>W#X-pl?Ht&E zIr<#J_r@32sPA2B2Z^obV1y~t+8*z^{n`5X>ale+97pY0IxMSlO3eX9O2;Lt9=lcH zymJ;+O!ZZfc_#*<10%FKeR(lGYE^oM>hPurh8S;oCl)ktM=8n4#R8E{4pM;Yv zG=JGEv2W?7`plVY#w>8R8^K|Nou2uzW(;YFrSVYolr*pbW%eBoOVB*^PcWToIh-;~ zp*-tUf%?9)6E%gy%DoRr5{W|9dE1=eX{ZL+3a(wcsgG6(vPEPSjPx=6g%Y$Zs5-ST z+P^~%+w?L-JiY{af1g{L7XCnUv=q%+(b)H|hI*9`ZOp%9eIHr)ZXJ!=3ERG1^|hsL zjDIz2P<5Y}2L~1vXPTZdmVtP7-ot ziYz`kaD)@@-C)ApUfNh0d@_PQST`pojv{142l+9Ika9^Zcac<4Y*_L6MUI$8JhSCI zC)ruN>FW1TI^)ZjCb1jesn<6QOjsql@fB^vUono!oK)hpRrHF?u5POP#%MmNXOo2o zqd>cupN^#Vc|P15C4V~*z0J+s3%v1blkr7B<+!x`R`0-4zU_#0vOCaU`KCElzLkYa$F+W6DkO z>B+$>rnK`K!P2m&3Ri9Zk8iS&7RG{Ouv8Up<{7}=8SUQ3I*}ZCr9C{ig#HcY!Pt0h`YB)vlBmlnuE!bp)|;*7`w}d z7xq1cm_kDM@=VPo*d_k3sZvss`JVfH9Q;9FiXWk~w9_zW*sh0g4U>El4L{F%$XUit z3Ub9}KQ4A9Q>R9eoPKvq%>*X!1@jM&&e{zxs2q5i%VI{H1SYPuZglmm#eI_TE>(Eb zY`w=Se+@WL{U{7kUgc8PvM(=D8P*S(5Hd|caY|@nCpfUGHQDi^HSn-d8mB)lyhf2} zeC;c`5gC~8Jm_iXdo^F-9wR!`!lI@m5LHPB_N_SUfrBUI>w;%0TI!+>g%YrB#&utE zIKrxzD^#>8RcJb%TW}K1$n5SCdHZ%bGkk*K=8nwsmACvO+5 zrIn=(7D=cp6~ZSKZ%T9j^pWBkXv)mC4EMGcpq*VlP)zegS-pXEP`p$5n!;{l^Z>tz zuVYwuNQH?zQkSFSwC-6-?SQqSY3!R}toS5dn;=gbPBxC!rI6u)!Eb7a^=lLML*=PI zF>*k@>63oeR55ybK{7n{PvAof7iEOB^d25~NkT{6o(uei-HwZ(*N0O+bCoy~*}3OQ zO{Xy%-W?oKNe2NOqDH*v=>J-=SP8P@y(wbL~nH>)|YGwZ8a86#|l3sZK6GR&c!pU)6 zbXakgdPMa+K~3z;%{FTb=df0ddC-BH#GU_YIC zdFr1Yi)G_Q65Xi;+hwfD$g#{ke6;&6gs_ymF|0idm_5V-tW!Hn3!TAu>9IGe(h5LtE9Mgbor2ob;$|~ zxEC9Nuc+FA%T5z$o#WGL+dEkZ)ytD{mas(z>fv@`RGJUd0_=jUneD>nf^bI5OJQ8N zh3G9d?zU#yj9$Us_UzNmy8}gv#Q=AeH&ON6u4L1my2JCnbX7>2frB6O36yp@RE_prn! zZLD8mii!;1^xupXU=KVD2$V&H(xzz!R-vE#O+0?bG-mGBzI)1y6IyUcNn`g%C#BX6 z{fnJ~s_fFSnT9Pq9N#wZ&uj5d84x3XWKbG&m5C2<3VfVlMlI2pMC`*Dq|CO1CKA{WbJTW90EBdcjF15QFZn2E`F4x*UYY?6s zjpf9vhdKMXyO6roitCE0vAgC|4$$QXx{D||y(@-SYV=ZjR?qnxgPI;i0veZ99oh05 zNAiniW47LoXW%xrE_P%=naQ;})cMbi#nUnpHMz6mvfzHo4iuz&$tk3d9frMW<+5nB zOA>0xZ+cu---U>sG9-G`h1mCoCHOsx+OE7V{y7(ZJ)R`nh3F$^=p#2M>~IQgyErsO zLX56TLflEoZ9|CQa|7yIWF8(PzcHx<+En>Oou{2b8#fP>%S)d4*lv}7SnF_FcUTuK z7Y5tU-QrhEXM`+sWMwhDGg3%0M6nMMc>S#mQ!a%eO@2U4B~&wGZ)b*3d2l|I4~N)) z{ZWyeo=Tx^s=q!#DL(ulwTSsEm4f-KCtI6a#C#$WWb!@9G01Pxz%cv{rb^1tT?Ddq z`5;9uczJcrA;a0bia7VKK|DAbDRw3@;HTky?k_`zMey_fL_y11BwzCzN{vrj#NW;- z@+yX{eE9=f1%3^hsj~y6|M0^^9?B)F{V=#k2GNA&tt8rG%u zhaJk%LX?g#zl8WxGVeLp3THAni&R&w7|BbNF&!N_{Wn8Ij6uMn>`RghYT?|llcw1C{l@yh9L@;) z)EsuNkY880LW;1QuW56YzJ+cdcC%?#1tNY(`sRMlcYlV^!R;g>t9jj$7Y;? zN6TdbJXb05>d3yFjO-eiQ;iv9Rs(-bktfEKwk4bn_(EGxy#pLY-k_0IWL4({$00CJK3=~K8)L8$KfClxjp77gH$0=^9u zD{JEB<|esYj@4DWRQ=o6H5I7Eh3|`#Z~_gSMU7 zo(eCg`l^MG7)Jt3X9s-~rmCGzt0}#8HfQzOW5lGzR>oG`AAQnzOQo`O4_u=%!Q@H{ zxQI(AnDttpzt(&wY5&E_D=SpRU)m@Zj$`_d`iX2XpVxYLLFzsC7rjgfQ!q3>%SUx3 zaoPxKuiWn=Z1Mdl(j=3d*+F|b2BoVmlgqubo9++t=}!|V5Z>npvcQESoxll04`0^} zZMg;n1Xw5CqX3Eux=2TVO)|Mmq$kNeH)^K4J)NyG)k3I~BfvLW`$Se<(2_pp zbWtboFBg%d5P>b?$5I^v+J9AtvgFA`n{?-V3mL#@bVpbpZq-efjPG>y7~o~MEsoiF zJ>EqczKQ-z;#*TW-E!G4v))9X$?SX#XFTO2Kkt~ElBj~N&Jb5L#^?Lf-U}6{X|;zF za0~MbJNtptT0x?fV7vZv0~+oc8L#JmF^;w}Gnq)yEfEeb0!08(JT&+%-s_zi)fas$d`g!q(VtN!yjOh=VT^;}{M19re-0 z6s2iJ=kUv-VCW&m-+u$f#s)TN!}IcT!?Y0%H0?*7)?=xXlP@<6DsbazS@mjac3(8wCBT1%ww;fu%tj+ zdxGu$3)cjz)GB7L5qDn}k$FHX*YW2fuoN}geoRr>n1oYXDndI(^_2-<9>#nLp=q6L zmr`qiK2j7NC~kqHdPJ-bD*Ep(xKiG3I7GCd5z_cpnGZa^D}irJP^ShZy3 zTK@8%yy5AouELgLYh8*V(QN}F?HpJKy7Y_?pH;GajO|SdQZam}Aq0|@l?!XR>4#TM z!*j80s6#eiU#4y~bvkyI&$d+a1D0dO8vGf^Xby<>AljBxcCUt3wG>M2`UM@;^YSw8 zV&WcmFPp(3rjys#-3K?cfviQ~V^WNL(V7#>T;9&;!z{=J>`0N8g!Ez#^$$J4vW zVc&FBX;*ac9lm~5-%uO_)>E)+45_0J&>L3IdribAJ3harhENw!OeN))sbdl6kxi%F zMTudTQH(~E^}7lT`|%M-FxdP+7#-O-IrgSxZXdiltSiZ^fOt|*lA9DE6ZTWvKghIN zD#XbFB7QSJ`UUh|kZJ3&PeVBY{Cd`^a?L7~XV}@d|B4}_ovmpPt$Xg_ugT0RhC()s zejXm_Uq?iC_lk{36YR|?q+o9Hn?Gf~b=x|)Xhw5VAOt-6?6UZhP)BEC3H=M7~9QR=8tPWjNoc6<< zZ;9V9o`=%s%WED8hrb2`bNq8Z-!@x^-QIdo{5IQ^E%UFINPs2N=HpOh50Bm1+N3MF zdl~&(yf=G9Nj+hPtH0)2%Q7<^NjR~r-2)S4Gm0j+avg)%u+rZR_4N-8h)a%SPN?^# zb`oG^`OWX!eV4&Mjw2Z4yX_(I2g|CEHxO%ha3Jj9j5j)zL^q7o|X?Gwa_ z&n}9VMDcHXy@U``2Iz08Tx9mf{exQz$kz6|T6kKG-W8QR!g=GT*_W!0t4qF+Jul~n z-a6eyWln-|EE~$#^iKPTX~MFDVM#ofuYXLgXO!h-jHr67ioKQ&bhrksCEb)l1A||8 zDKualUi70fv;Ner%C85`gesy3cFc2HUMiZPM-7t%fiV*wYP?TB*NLg`gg%Xg)TG(js8F)xLCz9P zVgpn=t3bRC4qxE8mQ?0_reiCzW3WSVy%AgY^sC(j($6p30#WspNFiVsW!E@)5}Ui|gL>P)Wb?|qjtzU*hs-OLS`YH^?bnT*Wwd$aJg zE2NU8@G#Q#ScDZcVy`N;>b&_hh>tS!4Z-*dk01&2400y7miW%S;+hIGM($0DRWnU? zBKB>e)29qm@U%|E301&=*iO>;PzgvX*hZ^kl($PbVcYOnKt1#xq2>%d+!Ih)A!kBFK z=(CC^}+jER*%V43#ue8B%j*jvX%{dH@@C65JP;3v%;0$hKD$Rt)$#+5%{4S%=5B?uq<#J#20upNPm+C}7FO0Mcrb*X=sK4RVcmM^_)ZBx#$x8(y<4%>YztS^HpGyesP19y~Wg) z^Neqk`|9maRiwr@ze@Hy(Rbvv-X9}KeeclYe|yZq^?4Reqi$IZ-MorR91{}ZxM#EV z>|f)tY;0{k)yz{EPa=WulmAC z!|L<&Mbu=-aN=o#&yyrkw3|Gdd0CoIlbY?po!9_@)>~&z#9uFW(AHZ`-Z)*%1c*3# z$$?vF>%j2oo$;>$hkcg`S{{$xkO?k4kGlPqAML=fL|OS_J=!F}*6VZU_9R)`5BLXV zt|1f33Jja&1Y*!=4sZEetmV?PL&#)fk9ptN+m3v}bSGkFU~R>4 zAdxy9e3vj#V1`(Fb0IvVRJvxu?x<9{jfJ;O?6HOgol5Z0i>LLN&6`&VOYf1Y$zsjS zXWVLOU4@WU8J#w0cT5)(m_k|qPgIvM#aBruHLQ}9n^%*^+%~qJR|!p!SW!%tSnAf7 z3+`jA0(48l7V+mpm{_+1Qo}OvZbQSvlLYFplNp>2q&5A}(NfY8tSRtuPCn_qfqRNv z;~3YdANBN@BpluXwCm(C%*Iyd0=DVs=JfnUNBK0o0p}UBLiuJiFQ$d!Al9eL-Na1| z9XE*4Vl5k|J7Z-q?*4)iXopUAPMosh6FL)P_+>i`F}+gBM5`cVGojrO8ZB+>c+(Fh zIWCW0M>BbQAAt6}?~?;|)L$c4FcLwocg}b&%6d=XJETcFmkHS56D;m`gH)Sl9 zX`V*d@d}BULNXZ+WzNdncOY?*IjOVkL2EDepFCCBdg+mWLt`3`TEzWk&T0o^2|cOa zB^!I>9Df|8mWhM3k0~Lo7R0kwV`(TWQz~0_FP{SkCxxU45iBq8wI-uHkNi|PB{Ld-SpQfHVSCG6VH75_UGH+KpCfVN^n*L{e1sR`j*c}0<1S6Gq&qF@6&MG z7XelGD>NzV#}A0VyqRZX9?7jJV`cPRUDu#J&HPzO8_(?VaF1#^1O8woy+`&_?`dv( z8an`sf3D`h^Kz8(2J&LO^eunD{azElL?0TB7~8$~9BV?~ltae)iQ#YYi#~5YSK#H( zm+3$Cd%|6;XlGP!j{3eMYaB#!6=hvG1fwOaF?jJ(>jQ%7Tx5g$L0xV|DdzKCQ{GJW zv&^Dm?A7+FTE9Bl;pGa?5(c7!_Bm3OJbW#s7wyFpNlkxbz;tGo*W#j#nKTSC&fO0|X#S^vl;_qw zRWmU2&-bMiF2CcB#Lup0K-kV`G!*y3o>wf{t$)Y`n0ja0knd+AwW%7YnUe*b+J|5C z_{x(m13UA>FNc498(G|3z7cY#UBKh!(cSV4u~b_tjIE@fA`cp(Q;HPoJ03DD zK!&BIW4znZg5Mz0uWdlH_r%9czEaoaetkjlBr}xA=Lh@~7ZBV`gbL#imYr>lrTvK1 zu5)$w5O?h0Ld{5L2FHT@!7Sb>u!E%eupPWllP=ZZnw%WF{!!)4jj*} zQMqyfDq*uWFAH`|AU{>MU%u9lW>7rSsINX?=3}V%?Y= zA~BPpJzsohN_@MTF`uO!Wyp`z+3x4u*0sb;z0i9VK^X-y!o;bpkQE+6j56VKyjovD zPGNvsg&BNgZJ2`p%yd*)*{)lWPKv&wU5Uo(4bY}2|f#Q90zC%gHOd~lo>3)Qj| zj(PM;m8eJ|1YInHd*ww31iV(KyC1!p-t!*ePQJ1T8m%UNJzZ`^cPfUXc3?Pu8Wyqv zPx0%Av-@^Ulxcp3+wsnb_cWuwKi>a*H|Z)4w&`R+34|=~*GTBzm@yGz`ooOoqb^bV zV))kf`3t?NcUNB1)Z5&=H|tpWW4-vyzlT<4!Izj(E{6~e&P{ISq206Xz8qY^@nq-v zTJj=6>XQV@;A^cSnOPZ%`5C_bvQrQ({{17ueM|*uEkJo#T8vF5FId|;h?(({y>n_q zMxy0nbyiZ|_F&t&4EhL9GefHAnRZ~f>Ml$>TW&UzMeD(6)~07~c(ucpQ_W4__9(;H z3xOke!4h0C?@6J;X*_Nx+PZY)0Vb{6>M7d(LGdu1AM!k}3_qT^s#a5fpNG|wA9Li6 zvl=Xz$5Grq+!+vs8bB!n%_8H$6cCR}X`cm4`l2>D4i%vm(SoiJ?c(f`l`eIUN7H5i zjp|_;bxJ|bY|=w&!C+s7nVbmj8Sw$LmnwTPra~08dGCmUAvm`cC zH}YEsI>&-a`=jtmJvHJqmv^(IloC|$assJ{HOO$)zzkcSmC%y4SG{$6g8{iaNh-YL z0u+K9JNb2RcdIDV*lP3*Lw-yXQ(wXA$-2agTG0GY`LEWw5LBCVa+WTfKt~StGh>nx zLL2z)PCL^v?yR2>9WQ+9?!Qh*IjC%XiR@I|nv?7jkButC?q+X2`*BfnAB^-2a-b6U z`m42}&OxYx{b%yZG<(K23s#sY>*OPDy)rwbhNe+S1^SN#13Od=z3M9YG<@r?_I$G% z6sW*+?@x7T!+V&jnShVsS+-gxi!Y$MXAq70GK^2fqt^+PE|@*WPJ}9f;#?TP3ay6l zF~sO4#w`rBO(WO-{o3jH%&C4E348|$l5Bh@+LW<)Imb!YMu>pO;xQ@+&e;l(7? ze#J=Gq+^CV8tp=maUGZsX@(-d{Jmo_GE1wQ7 zp;0Ul2nD>3mp=KiW$5*vXdtKLqlN4kv!9T{KTyxCtlEyR80vKQL`vA zOmezTsL{{bD_FYFB=^9`Uf7GegA1wnhf7$HF0WhWp1wrD^}nW^uBoz;rX{;Z-&MKF z(bI|@>!%V7yc(XOBJn05Y~s`O`OBADA&8WL!%5+LOFy?eSCT}U7sij6GYw_q8ucAXjOuF8dr z>pTyOI=j-?VbR;&+V7CmdcciW+Ka%K-m{69mzl0s;P@aITS8GDox`~QTxiI3nMR$| ztNMgPFa|R0sY0!S8Q1$w!E-%$0pT1jlP1t0PqNvM*p*D9=dy;5q2;Tp|GxGt;QkYA{i zu*egj;;WR0j^BIAEtpYWIcNWuONt+N>-*AuR*>4JY(_sWpAl10UJImPKV^GBCDxqr zbo{uME;rPHx=)-eQY=I)I6tyt5quaZw$y;CZ_?t(3lJ)#pe7G(c+attzVsGTNPwU8 ziDL*j-uS4>ORYgV#nR+(>aZ^HwDxZFsTX19kt-u;_?wLFB=ng@hjhSGQorc$ZbPt5 zW0UCWPk*ct5qE_y^>fq7E_b&|cBH^!9`x=FN2`mE!RjwzuM@Vf4Y{*5M}CZ(L+qd_ zQs-6lk0b5li|A$Ppdzb&ON?fKPzZqAhDDM(kIL9mtM!f3kke>Z!pTtz)Lar05fb<>Y@9whyj24 zY@i%WdH1v@y4|-TyedfS>QbZEYV(xZ)pW?DLLR%>H~cdTsw%s|TMz2Sj_4Kp8a^}J zqc$@C;HQc$SV$Ee7y|xFn4|v6y!VxklgqnLRiCVY$G^&Sa^Zk}B~56z%IMH^S`{i^ zrHY^u7@yZGMwkykf00T?i3p#97r@ ziS(`0q(Zd{=veZ15d8OoM)|`p>2^^}`B^EGK}g@k80-{R+m6tPiVC9#DQwq{i>&9D zSfyjt=PFB6LcOLz$L56zo4M>3wa*l6RvnDUMBV8H5;4^g;D)=xaQ> zl2HiQYN>GpANdx)-t{y{V)V??F_l6q7A8>6yr&L4!>}SbEBmd19#hV0+`BttbYs-t zEWm)zmU-w#0F-A^aVSP7Lm!3?x8)HMY080YgTRu0c;UKqe3}l_3+(;6P-j-dR~V{v z*-^0Vk{6Xh>l1e7ZHUeWI!x25aeH>Rocc{US*{X3H4Oh$D}v7>4vOU~Dyy(*g!q8H zTl)jOo`p^*w*p39(m0(xwd>nnv>w&BD!~_y!kAYUzs9-gzFF9HnaQCB^k{xM&B(pZ zzbv(X6Z+sv-Gcty;zw(4eq9e{MrEch7QGP`>5v2WOrqQjJ1yIcJn85cnM!q@rKpyP zJi$Nq^~Y#%Eg1W-lb=RxqXV)BLrX<&MWJg@A}9HVxgYwXt~CD6A#r+;7P(Zv6cC*+ zOg!nz*j|RJdK7p2`Aiv;(0fjGC4XV&OiUSloFXSXPad88YjAc9e>77oS3`}`SL{8) zfb$xN(p@Q~_^oa9Q__}&#oOlwC=%A#!Zo9NOWN;Q-g6w zNbU=_#yf*|?ptYYZ%^4#(%2RY%d9M~p5%`LQ<8Hunpcd6h%AI@`_uM5NJ*%feQ$k* zF}t!tU(2XCM9a#zuR&bAF7;$wJiOybo9T%;&9#;(w4rO6EvOF1hk!#5&^J-$-Yt1pD-tYU3@Vt9WKh4s{O(p~4(AsH~wSow$XUAzFO0x;2-<7q&X=W;=|K4S& z2$`t;G~Dwu(dV*B__y4Rw>~#lgP3yZ0>p+OQ3!+c`zhu4E^Gwo^-)}Iz%QxOl?$eR7)j&sg#F zDXs^;Yz0bdbpWxO9vl}8O*Kz4u*GzQu)YMi18^3H4t(~ILf4Pojx7n*jBTBDi9}B< zLv&V6rYOY*N2fl3@7rI3<-ugR@A9ilL{KVXtAKC^Q9o-oG#|9Wc?uct4aTRy!s3P_ z%X?7+$=hlNXJiZ?41+9wZzeREo+@Qn2tNQL<61aEu=G8?9N zo}O{_l1}TA&43b9*N2W5AC=m{~Cxc!sKjSHvFOW0~rs9N|l zd)JT0mlO%3n2DYF>>rMCXri(elZj<`{-NH8q22q(`cZ9#6Gf4j>fe~kd^jL33@7eP zKY5aSs^eGj=&=)bHB!~%>J^GRz8QU*feI7`z-6jb)s*GsfSsBuVjAGePxUiL-vSdK zuuE_FUOW(0EG8X+I2N=)7I)_xzFwI01QH9q*V0mMzmbX#1U z#y%;`^pB~v?CJl`5^H!(49*S zuNFa|u}|O}<8*CGy&ggsGfEHvVGHou56x%~01>dcMp=qbmrpojKoruGtQDoc@JT+5 z8+(R=?|WyHyx73{08^?FrIMudR@FKa>!v^FT(hn z^T;6^{pbJT-e_T%MhdH&Y$$VYIw{gNhxNZaBQ0P0 z9k2iQPS5dbtpH0>py`P=@)7b*dX#SBOHTU1w+Bb4p$E=fby z>_AZ0kSxi66pGmK7u_bn9*D>j-U(EqqT zuW2eYg`(iE;UO08huGo$4&cLqa#8r)dg^@@{+2gPZBYY#$y_PuzOdG=0$^J+M}^MK zbBl0kYUGF%^<}>yP6*!MzZ$Uu{XebwZ{0fdHxn45yf+{yksYg5TGYft>$EvnRc10h zu^{4TSSUMr<;63?Z-0nz4?^0*58vV_cj87$A9iH z6E(&}YaMlzf0|eNKa4C->Io^Ad5^aEJN=>)e{RX!T4D35=;V<$Upp-JP0KY z{x|iYhA(^F&W{GAdaQ%o%QC9!|MzBtPbD+EAu~v?w>!ZKZ3KY zh{;5Q4OBz=|5^F~1&|W*An)Qu4C3^7US*n0iM>qCdo^AMq`E?k)d=l6{dxW;3qVkG z$ifF8LN7)Ux4G9q$pp77d($=`JWIGF3!uX3#+9o|wu+9G*5;H{F@B)M4{=+3=y0Y_Xqw!cY zuc6O5xypPKAg+G5!1D+vT>!E{#IZr{e6E7ch0ehNcLDCxC$#7+RXCik-}OvJccEj^ zp}V`lN(Z3!;UL^dL2feO;=)IcoU+tmoC(m&K8?RCBO{}3(h95raDex}DESU@sWP;o zn{LNkIZf}6lbtz%2wlH;;=|@(lFCspX-cLbEfxk$9DOw}c=&02IQe_z08Ov{6$Lfd zhnkX5A^fszmvLmT_Et%D9TgqsicHJI<{dDQ`Q(4Q(P8TFHJABoPX}rIFPsv1`9<-4 zp56PHb-J44nT&FiM+KF(r5(Y<*)Xy@{+PHU?&8kQPCQT#xVBmOQ2gN$q#G^T@`k5Y z4Q0xD1p^GH_afRI>&64oYyE_c=ymA%z1h!U9d6fcH533-Lv6B z*Y?wPB*3=Y8;|h*a&r_nbgcW)Gjrefu?A4L1nFay6H@VyO@D5Dr5MZjSxba6`e0RZ ziKkk&|CMA5oX+CzFP|X{JYCuE7Q77jeglLsTa_p>%gX|c5P*?5Y(k!iw*KBE0Fi#e zU8vC6=vXlhu3U79rr$Z8yvA}Wm~VY8db6>4y9eLyg`U=j+~})*V^X{e(|P6LWG0LD zN%stE7HgoRu%F@=9A+TOl8g=>+>P;hatqWB92K}4+!_Vry6WZH55_Xk9g-VsYyHL= zUEv=P_CiPM1t7}bNAf1cPMvc_x~?E8dJXDgc#A2MM-cTmE1`Fa4Gsf4!8^~KI3i` zEHvk^jI2D$*X~m?PO;IfOyx`0l@7)UDjV=|LC*^ zbxssX&n4OKKvD>Op8fq4Nc)f4?ZQ}8K|x@KvS@uK`Wev~?SQ}I62xr1g64=jr3ey^ znW5M%1lKMFuH9ef>;`4EZ*_gt7P=J?K^E5zCJzys$8;s@E$F%|w6yM|o#R(b4if(o zHriLHtpL&+` zuL1Zg8RFdeJ46XZB7f_bT4zo#?a`EiWaPQie3F%fO zfJ;bSlm_jHvhM7LvviWB3x9fvc@L!-nbp0`10( zG!fEivx3>_hug1}(#q7buR!%>&jv{RzS@Ah$6vSD6rNPUfqAm zh!Qf-rrZRuag*y#O6tw02Hsb`i*$jggxizMx!mCs8>m}s!5i9FBxgVeTL63pSJg?vGn4;G~ zoD=f><{S--EMgB&LzG$1f#J@{2Rzt-C>TXfMP8t0VhDm3$Wqh3z@M$2AJXKemQ-{Tw)eGE-8W}04$GNfJ+FaZXg*_==WC2^5iVXRf;K1}!l?L!M4~V# zDriWZU~WeVo=KQ66W<+#I39?w5ub#!Iy7EP4YJf@T(aKpG5pAJmjaJ|vUcYR^hy@KGC-G0(f3bm(EkhZ*esllxbD+<`k}E&% zrSlIZhH9&vIgx?L#2RPRIN9^@i!?~U4H&YK)Nv7tuHEsQwsj8wCjk38CNKln_a+uW z1nv)dTC6oIkH0n)z=m{a9ho3F7GzP(ol$@ef8Mur8GM)TaweFRlxk_4h4-#Ic9W)N zTo*5+BjiWo`_R?%=Jg8ZG7q=o#FW8b?Z5u~>EmS{!~!>oZ?<*t^m{`FxjD={ZNH%c zKC4x1J9+mA+O@p(no<6@N%rrwsj2;BushCsHo(uzSC>6zVcSP`WziGRWZofJkdo4g z18(zx$UDhDfhNO!Z zF?;n1-rKXo7zTlJSaFvqNn3S9ztJKzYPS-BUB5eJb2dOGILJm(Sl~JK8l4L$-IpGJ z#?{AeX`Cp;MOeONN}a$}#+96!o*tZ=BWj#;`JFRr%PS!8adOgHJquj8I5`mjyb!z) z2>hu_X=qs3ozI^?zi~O#Ti$PJxe2Hfctu4wkA^W0y!`whzI`JH?8|i)McPnxv*X0X zL}^u3{7;`grPmKQ@;u}b68e-hY4cEK^40qczpvYgFj(i`zxRIR_NOcfQWAn%GDlyz z-6(V6xC++P)FeX50^??G&KST3ve|<>6M`V2Vp~_&Z59@mKL58%m!C&Lj^x3yF@^Ib znoxyo89O_6UtixhJoXrZpPt6`ByRg32bR_Sa%yV4hR57(ZF`DPldHAf_V%CSA`Q>1 z>n;eZU3G=d8{&}<%XqJxJUz+f=kB_~FBc*S-GnLnwD~;;n$0t?k{` z)>d6z=Ydu!53#gSR1Nj<3nJ6yfVA{<+Rx94<%lIYZv%sW@m@0s&%1%;&L_DTH8MWF z3`o&0!%5jl!VV?}0?D7o_bknCo%+r+1yB*wNf};(!JsZLFLyp(Q>%EaqpeN;n32&1 z(4NQR#OCI*M$w4l7HLNq)HoL5Y@pF-5s$40NEAwVg&&mBaJ5(egqz#sGRcsu^P1tb zYt{A7IG}HDso!s^FV~imlJY)mrzk2WE90GC21v=@8RSk`C@(MX#Rtd*_QmDp?#00T z_;`qF0+&qgaOS!T#0sUrkW4C9x*?zPfqsK_RRClt0+}Q83JUluVgV0FGa&vQoSdvX zI&N!wwlfc>yBYMZ$+^Yys-&#!zSsVokxfQIx5afU+sw+^;dBol{p;#K6xS9CmvK9zTA3u*wbfX+0ABGtp%? zUYxXA8bt?*Iyi7HfUQqe*;%3O!SoQ(N!gFWcDJ`%M+_$tf+t+gB= ze>Nx#YknjB`Zd|!Y<bMDX)}BPOV00-`cuv~DAf+7+cUk_V z7kdwDYHI3WtDr2*phgcWdT_ zRQIrdq zS$TO~_LxULxNie~ly1o6*5AXK%}&i-R<73r0lSe%^f?@Si>LxtQ(e8(5lMAoNy@d{ z`~k1lZ9Qs|?Ib%p`{H6bnp0h5@U6f_GjU+)m)cv;BQJDHjN7lt3eCqX-n_vAMA%lj zHJ~96$jKe2l=(mU@c>0khuTnNS37yPIZ|o@60p{KY?E{T6}px(Zw%_3b7^VZ*w0}) zO#&B-a-MgiA(!LqprE9wM|6#)kBx)lnTt!=B<&*_n%TdSM`zPcDT2J%zlU=*4qNHa ze>u~6O6?iP*Gj`9B6#`u%ntXRW@=5xo)Kg1?(Ww5p8jlyrzI!LDl3P{6BSfeKETGt zCdV{2G|W7PjLptQ4h_AUYT%lIN=iyzoYlZ1!P3-iW41f?$0^f$uBNt#ygasY=>{Rz zck%IG>gsM(?_bM57|Fs+9G=yNf`Wqa@1s=+gK9F1<2y^2Kv7dTH5`5lraNu!#N0|- zxRgkn&?ee;G!hh;TduST(L2{SF zcy^r)RgW?{%(Yxd-1%8uO%4j}=-FVKM@#qo- zeTs|=q9N!+p<&!%@U$DCLG#K6?AD4lZLAb!=?pjSh%ONIW+YYyNCpqWJoCyc)*ALAE+4r_GA-@^pJ#*q+{v-M&c>=4NWz zyykmfJT8KQd&>W$P+Zu?f!Wg1vetR=roMpz7&LINA!UAXXNN-yv5~#&0STc!mZ}ii zUk5zvm7-}Aj9_7x*C`5R>G=Wa1ZjcG5c*Ik1i(Sn{zkU8w)Sh5;AdZ;kbr=NV8|^j zBO@d7$j7f=zt*PHY%+Xe+`qDt)8BIV`}aF}?2qEEi!HYdYn_`N<_5aDLPt@;5J+@) zw{pesM#5xY=Ok&HtrYsgyaKm!)UeTaloL0)@bKc$ynt54lY%nc2K% zXV9P3d6QhCXnonw*Z1ILQxoA@bkR$}W%%1~zp(bo<;~c3dNIx395pdjr;*_ah zL$Sl^*?1eze1#jiA330FUV8ibJa&MR4CkL8_UJ0zZ0GWU02ftbW22A>9W}MU71XYO zA4{7$rz-NKqM`z16t*Jzs-D{l?5nl4wL&qCZI2TQ3PKQ+*MnA5;{h*2 zXn3^l`F>Hr(uaw8yg;;+YIpdh$9%m+@J)*~*8RLj^0bF{e4fP&!?}-6WjlhHK;V6v z@CCR;Mx!jZb{$ynpIbs2SB@`p7h0pM<5Nq(%T}L?4gmLiR~OSTUHW5wUn}yWa+)sZ&u}`mQsY&S`6^e2be;iXeRBUIlFP)VF|jOKh7RQnI5S?HY!u8=YVm z0oO4nXW8v0vp>tfGu%4yyN`Flz-B!VHN~nddUz1;Esnan;mYP|-6nEcKRY{{n37U) zh4Af`NWDu;yuN=5dJzNe9y~TF0avExH1U7m4*EO%vq<;qBUK368mAtUi_r>#o)A82MRPwC#MgR6M)zsUAn%l6C;lz!*(ADZ7(bO#DXMn-x%1UDu|Iui~m?_5&ow2SpH+JFn41eOEv zo$k=N`-k(M9ohkXANFs=jtp=9aG{M3sYEGviNy4zLnke+thWQ79IVK#Ft)vyULWyD z*e2$fnhx_0``8Drxi$J_NVKJ6o_DKS{DCuB?a#${=xg-J*{7r2w8VW67Mec=kb`L8 z*hAAl?N5-m4kWw*OsZ+v&^*!G`7pABP?TX#+vKlnYSXC3aAg(zn_co4WkaMwcB|na zxcgE!J&iG>I`_Q{{e5nDH14giF}}HNpM#oy`UUvg&@r_ANU57EBnc<*(hEI+9Rr(9 zyhe?celY)JKsa6YMw828G;pd%U59P&pu{(}ovEL7JqQxH$PehktQdd%#WT6QxOk&X z*M4~L^oWl;mK&KXj zx}?4kjV=nz6!-&g2m4F6s{8oAZiW2O{V8_ml6$9hZaL|m_g#Cb*Kg!m`6hpC?zcn4 zuTk9@WQj`UsJP>sgR^74-F}LrRL@rd{{B1=jJ<9fL@B&=eI$`O4J1y%VcG9D_Z&KW z-~nP1F4tXS{rK>u%=T%j#sLzvjQ71HqbL(wm|HvRXAZd=f7FLcFoiKtF5)`Y_AyoUXGmy)+&m;Rqkd28WPpG95B4%!q0bE!dZM@z!Ch|*Bv{!W= zK_GQ(z5c>jH+SEG)2|%TR8Gn4q?FgdDDHsT@5`j)maRoHdpO z(D-YI-At`6xLJDo*LE#!h>jiVi(aM4hIoPCLj!jnFif3#P)fHiEbsV3&_6@6JdyPms|&$=?4R|SI$C3$Ti*~9iYb#Mn=|rG9W|^ zmj2I`q97!NYix1~mehQm8|j0)x2~;I1%YChLtFIDD7TrbJ0%FteSWszUefq(it60? z*o-Who%Z*eQb;NL(f!A6P$GTSErz2**Y0%&4C!qGg35YD>d6<@F}=I%DevFEuXa}h zMb1)>O*QoCLq`WGRhURp&c>&wr#aSF-=bih)Gz(qgnQ;nWaVG>t2mlTN>$5dmYTvO zwU5FEmh}yK)owQihfWo}v(k@P%#8}!q6Ro84G4@mUD)4`2FaFE&VTktsn#xa(Yg)B zaTb+d@U$VEa{)BJ;l$broqm+BWjh*uwBScCBzhNmSu+3o6!WvCh1g!0j6 zB*od{L7gGar^LPd`Vm} z#1lQLcLY-mO_nFq`ACun#qL3*0&x& zxdTbTZ4Bq_R`Kl~cn-~EWbCDsx346uY|3gWk7eNrY(k)c+1dG+kU-JW!a@2S zSjW$ve?HYj2@JdC{n834k9bWKN71WRgeMh?jd{an?6XQ1G3<6j6T3&J>4>bYvs2u# zpk~e&e|2?L+eF-D3Fl9mxZ={{J1buzFRpO|HQ6Hc+&9vk-oC!Rg?Js~GGDQBaPn_D zjC7(G5O5y`mogV@M=tlAAh^>ZmJhZ9qt;zc`IBiBklfw5$ z-fD%0C%1V!9jls=#C0&S7@L0?n{E?w_%h9r+%)y0t?h^2$n?GCo3;W^Lo>?r-(`i~ zz5V#AiU0Vj6~9}AfS@mFvG2eKZtPR_hnlF*>yKOd{&DKQkGg^aZh1w;RRA|VJr+6; z-F2~P2EWDKNGgD@t$5p)KWf6G+UtzQE@7azWaF>+BZ!xt^E{3X)Ymts3*uEYFH;&^ zCHmOx{XH^@Pi%90*l5n0;;%~s?N_UO!Kl&@+|o zo0*}GmO|vU5PHE!#)hK$NGV2bp|XRyXRJSvntAB`-$B?aI>LI@_DP0KiE(is(!{;a zQnED?d2RrVg=Vmps0zgv_wC!KnVFfud3<8xkdhK^CGpF3rK`hEy2Dmt$jMbYm>pyP z!*ByWn*XAOcDJA=N)MEcH?FM2VtDUjLsFc<_B2E9<_>Ued~$N^@}KbPnQ_UOKvq$?O*^e5PS6S z;llR>W6GoRW+bWi`K(vG6d=9Kg(0sjsI34VMROsBkw{gKGPrg6%HyMIr$% zB0|Do7|diI4wO%s^#HBA`;$3C2V2|lPFg<#D=P>jX>;his*;ArzSleeib6v}H?F*N zbSRnts1#^!3D7k~x&W<{_8g#xvEG662(cd>cAD_M@Ptn#sC2s8L9;ffFgF(uz!SIc z-hEXY<78VWnhZ#-fj5>qEcs4LO8k_=JwU-<@7!)$YgAXZPz{yLvPXpkg zne$nvX?FU^#?IcFDHnnW7#JNT18RhkQZ-*IywUIcXR;eQZ+^ZvtJ2v%0J(Z^Yz%!7Qe6UhA~_!Y1zFM1(BLG)Sf+QcN-g^e z5_?20ZbV5^L^0G``7&0mCBRglBWHhfaxUyMjEjEz8COG#6}`W5hPHOZ-riov)jquB zU_)M5SlE89L62b*jG#~ywdmu7JSs}cmdVLSHBR&2rpNmF2*$?7?otdpI5-RfY~aTa zmb!5O3|w)NKdICHgo2^+hSE~cx6}F#^hC&52WT|CKM#LlRxS0vbd5JZ1pt)t;>(wy zLhs$Gae*)H+x6i~DybJ-gbthzi8XxGn*J<=wW#(8iZZ)#uDbY1W|BL!ffuHIDZ)<%`gv`u6SZZI^=unP90QFumX?9)mXP#sa7_hh8}jXy=IS6)DsDV8t2h zH>Bn)x&%<#gb>lZ^4`*T@!|#i)_Z_f$-BCi&)9*af8Lj?35pH1P9nP{5ODBTdj4Fi zD^pTJqV(D(3iEu5TJs)3&_))ydUT*OTqLqHR$C)~n z5XDPw&f^tqm9G8D$S4x1K_yd<-FNS>B#!&|v$iqCRul|ACSrx1dgjer&cSAd0QUiF zNR9y(8Wq)%ENGVqC6cqWWR|*Ezz&w;V`9S5kh;uK2wVsB9*2|Gux>IK)x(ExCd(~# z%PqP?JD)v`U;3LVcUO2(Emh<`5c0bL7Rt(Z0+EM`!J>uo5#($Se0wbT0C=mlI5@K0 z8LenV2$CwZ%N$_{O!~gaX()i zlVvj>c*O}=5y;j`ulN1h+S(`f^IG%oD{}~{iXkysSL+Z)v-dn5E%r)R_qGu8N&|2Z z??o-{`8>1eDb;bz83G>1s_~eCLB_PN!f{rtFJ02_nN;-CV{QP`G{-V3KImx2C+GP6 zmCf*tmeMr<55P#WqYIDivF6TBMMn7X&SXWc_hFVSq}p{=MOXJTvZ@NbW=TLmu&}om zwX|dwtlQqvL45+VRbQQXebfZTPC}iRv;)SSnIlamy(Lg)W+tH zhK9z(^mKMk4h|qi0N^fFVNucI`g#bjc?Ug+6$NvC4T9IYEH8jJ_x2nCf^?&*s_NR8 zR9`RtLp^P3e}B4u8SAW*?)5hRpY-jp+(682B3g;itu0$!ef`Hk96?x%T-50KJTw|e z?n6pSv!NVi-6nt0h>fa^wf+@#< zz+Ltb5-8Eo*r@jmqCz9({}2G$AfME`hzNY`B7NqXaK6oA;3@!#QHa6l@BmX2m>O#X zu#yT`E_fb9*X9)#e*FHO`R2`=_sGdRxb+FaRx9GXfVDT*h!5Z_;J?X7RlaWqoaoD4 zv5a}Z?=w+m4pPA1fI^{zQ4zqBUEJKvcQ-WD)cgR{hk&qfZ@=lOB1_z(rWEMFM2NwFHt355o+YH*7B95Hbj{rdRlkGcq0L8n`zDDsGK zH6I^Qfcg#&4c)Y}v%8k_u7coipy>yTt$D@8D#qT%4+;4$wY5D^#ejr0M_ zVqtr`mzBxc@Od@?{$^NP@51!(xFuGp&=)V`tu_jwp1Ygv>Upw=ameiNHzZ)B|9KI{ zvEXki@{nbdF!?qQo{Lg zYl>EnWd5Nq<<4xUe81{_wa}A~ZfM@SPxbL{`war7e?1vXnI5y|Mfz2OS8mvKg6X$v=9(rVIim5a_cg0 ztw)^u1`p1yT_TSqZ|!%=$y$@)*z zWB2m%^JRcJ`5%^~?R7~XdU|^SJU*j?VPnBxYbY8-!9zIbxVDT z$P3dy{Q8NTLn{$onZw~;?eW;&25YSi*Yte|DYpE-dYB_a^v6@T+VTFkB7=`dDP&5j zJ+i*9$e(v4mUbBsnip}FZj?RY@a0h1v%2*M`kz8_Kem`}D$UnvHL)sI^C98mpoyr8 zy?R|h5B7gvjOL&k+PQlXA;N8Z4{st?`|tkiBk)^x@;`)WyC{C1)wC<@e~8QV8*c@8 zK|D9#Cz+5Y9&C`b6)prEod4tH!p_YdQc>Y%g33*lxOezX;T)qmB}9wGWNR4vze-|g zr~+B{-pJz}bxt#;|Gnb2(eZKM`5@s-vj6Mw{S_Nf!>{MOtgTtW?jTq#NjM+XCb6T` zH$1h^Z}z`8{wlVEx*0*#eMc$Ez=2Nc@q9on5{4I^GU| zSkT18L;`g({Erch9!L`p0k#TGe0)3>78Mm0(2R?#2_~PufB!x;9k<7e+>4-bx~iSz zB@r_N2N$e&fQ{Ke3#!vy#YcU~@~Hc2$kf6NN0Gu$iHW2LL$g~%BjP7Ob%l0$C`jf} zO67#@*2^n5rKkZc!Qm1!DDu8xZ`}<$Ja*k_1HwzEy4TKB$|mTKz(9DIlKk5xOA_q9 zmGfl+l?%^bv7A9YADoUxI=g$k+k8lx=71evQ{b|aqA7B?uk}!gfM;&>21#osja{Ti z|Fx+~~9dozne1HfZ&1%Eah3wmMRrECenV1k7BKUlXleZA#m_(GzI*B0%1jiGVO@&F8lt zHs-pVOj{^@fAu-#4Kd?#W?J0G4a~3lUoH%%d`%dEJHp%vEq?|nzg3%uAbo)0xVW(1 z>CC`Pw`Sh?d#>BFOEl=-t_H^hW)phF*#8FIjdl``Nl%GsDLpA1qVJ6 z^swPoeXP!Bx%w!^<%?U1NhvLJKJIjOIiiTK;A{UMVebJ?b^HE-pO6uSkP&4QWkre* znPq10RY>;UB+A|r8D($D%9dHOcQ(n)$jmtB{IB!$Jm2SezQ6DP|M%+kiaO`xeD2SE zU-xyr$8|5Jb&1JXq8=rOinMFJTCtM9iOx%ewE2)SPmLq#kkb2$Snzt}y6pl!FKV#r zP^q+BjA2`e#``cQcI_q=4RwSpD$#lM{JysbRo3WcQ~O5;t;3vRV6*(;*|RV8qAGSW zVS=|_-%%GU5x6lQNNLan%wpg0@abU5fhrnr$aj5y&EZ`&sH1{p{Gcc6`**EI9}zg; z6EVq|zPY;E3<$y2w@5LQp5$BaN)K;cmQ_$_)3vQ1)_lVqE!#IT@*L`K1_1#I*!Mx_ z@bg_2n{j}GtK^uIOc7EPJCURJHhurHNOZ{DlY%<^@aw^evPzw;>uatH(`Ds!p?!Er z2)$ttf%(Tz?J90(vY0V0sc{L73w@tXBjq_wS}KmOPmADWNhyKiXt)k8vYNtJ z%IKGIfs@xY`=*8m4^rR0#W9$>PI`$fs4vimXYi?HNpb!u^T>zaybk>JcI$0}TgZVQ1$qt^^0Yx`WfT6PQ??w=I`i zrfI*}=l(F|L%{yabJYiI#~(};t$3PW;xxG=S8R)$`49}m@Y(I#-LTvo`BJ}h`|<5& zQ!G+avLJ#>iZs@~F#B)1{=ga_yKcwwt!C1_ZLAgFr{5qbh(O{_IdPamH~>0x_py0L z#{Jps>00-5W&&2x0exDdVU99o(Jx;G7krg+*i4MzeTu$)S+W)PBlm#nN@fxX(r}ac ziH->_UxeYE`=+lak2lKnFu!#x>#3cchR=0Nhz2mY3?f&^)E@~rY<>-|5_gj)VKl*- zn_J25-)Cd}f!?h}Mw{`VAEI-LP)hRon?sC9y9=Pft(!51C8&=oCzFKiX8Ec3J948LM^WM$AU~o-p}8dj@)|=TNB{ zbwto1{QCNo>vnpC5q{TnE9u$T@SywYScA84wo)2!lRAJGP{V3^S6(g&+bYC1SUrL2 z1sZSb>*RuM6oE$0AJ!SL>f-m2%{at5jL}7Sxv&C{V z<&EaRU2F=cD;Yg)HBbipRaPJ%{Vvohh0~`WHYrw$Ine!L^o3Y)&P`k)@fhz3HcNG9 zm}BW?Xz+v+W!3~BshAaa_UzerWo0d3VVIkn<6Q_)q~l#a4LF;fU_` z`29CdF+@{MR&ALlXf~%~VXt32m`u69{}d%9CFVDqnVIQ4_RW{yCMPGSXJI)FnLFmj zL6^bnysD;>#-x;bI~YV!^;^-5A7z9uhR6 zMu$6zGB}~xUhd~?g48HFD#~x7%C-gMbE?_$;#O8aa&-$K|!f6+Gl8J$Ov!>e0=;nT3W9L)|FC(0w*W+%B!kOp8XU7ea_ zAzV@49=Ol_7PMJPw}0aJ>=hV(u0LqMXiLw@NeD-x1OG1N?JaW2eSs9wWb1pZ3xJgp z*EHs}h*{Vjo>x@~D#Ak$L#`+x`~c@`?%7y6oXyN+#$+u~vdlN#w&+2j^}J4mz+A=z z4o5aEtkUqgOt|9QC3|5YP1NmNTEk(yPU8gkIH4|T-~Zl(3*euiO<3lPS^mDb_*_?J zwO?zP|3_nsQy9VRx=H0Icm1NxX5UoG_ezU-6r;Hxcy6ORI*wD`{MxA9q>o1>4}oxV zHZLc&86W}*RyISA*(weer_Qiap0>2})2(i!_Dnv>=4?yG$L((MtlIJRDRcg-fYsJ+ z7Vo`%_l^deQTggH8wU8;THv)hlka(yaA~(fq=EVx*8)aQv_jw7%-_QRBEAW_1Mo&bIS^`szk0_ z4hos$*A#qbtIf|09Yu`Py{F|&)h`sRZrxW9wnte+=pbie(Ma|SMZpi&Ha{fk2Z)Iv zgYU)O?z~we^d{@A)Hit%1sva1_i)I{14O;>aZvH6bLBUZS92Q8Ssj6PX9rax|FsSv%t+sSkLpy!+A zdPY$e9XIzR#~swIOM*N1hC0Q(mpm9{x=(iAI)`puMpNVnb`+2tE}51TH*K3=0u%vG zVV87qsgw{c1<>i{O$*m71%@LK#ZG?`jTWAV5DAfJzW!kPuCsH+ zn1eK_6WhiMZ6`~HO7(G-57kqups|PTbRUjs z(hWz({CmT_VpW%sB3BEY8rvmgFD{~`nGVgJodqyJFJL8|^_OUA!*WtR?lGlF$saDc zxynq|=n4JsrlPsGH6XJ_^1jcoBtr1QK*5d3cTOu0plZMXq+5G?@t)}A{)}I<&xjES z(8II>T2t!2Q-2f$;^07&ePFrLYielh?d`|j8Dop0PaGi<;SFXhw9KIP1*@%nwd2q| z!kZYD6EX$6a(!8D?TfbprFJu8+Q-c*2!CC)OoG&{jgpkoC49UuFHnjUo1pjP!IYP_D*u3Ss#H@Z<$*LJOOh=!qfai=w%U0ofamdEkIX>Ldw6RJ)}S=kS8TaLPE@KbU({F0cX?c3xXnF_aUIFv39YB->c zfAuO?*(y7Hf0SMAxIncL`FQnq(U&C4;Z1bXs?HEfSSM*>h^7_$j<<6LJ<>2XX~teD zQmqK9tYODV{n-)H&^gv3qM}`A5B+kycF*#_cW)SL&sSg-zOnQXYqateL;cE-AQeHt z?l=oN(E*9$i*5pWM@P`;0eNu7TN?nh{f()DsNRr|D}yb?+0Bpa%e(_{p(KOs{-S*~#2Me>pL_{8ln>;X_ zqOURK5*57!G$PYW-+W<|u=i29#8XRKQ49mLzO*19QQj!6QZD9Q1uSJCqX*)H4^jx2 zDLxL9KIW#q7e^d(+e+U2la6shNW%iDYaT?x4Dt6EkWzYIIyI$Ts4W4q+)z4t6cC0P&E0&p}`!Zm&*kfNlj2vxj)ltMkNC~#nw130z2)$AZNK4 zA))V^OE!BnbH}k6_9;WJpMjWRr4{p`J$-tckQCURE9CvycN`tBH=JzWFIq@jO~u>2 zu4G9rbxg)lGFr8-3CZ8x7w4}0D9C^&z+O9NAuW>f_8J}z*9=Wto}Yass{b?l=a&R-Yy`*!jLgiQ&(C`jvO?-nJwq{9Uss2~=sP{rWjFUx zs1U)&V`F1Y0|V!q>TAm9tdyF+QmqwLz!1+~*Oe{zQ1U{q@U0_~_72L-F?ZRv&mwy5 z+6S*gJ_!j4x2UM;FWu@5^V&W>4L!aMLqlp=Wc(Ny*xsJ^_U+ra;VQn^JP6pMn-6!E zNGT~ho&^WV_9lz@8mxG_ySqaj@T|D6Xr-|vBjfI4(bvGWS354P%FBm_gn-ue901st zyqFdSSiWK;pHWj zlaoXE0aHfy%X>TqWljvBW6c1PN&8DCsPXf& z8-9HQC#H<1p%=TKYEE8epJNZ4I7d)JcK-GAwZgohlqRm66;sB5y}S`a73SLN~!Dj zU(@jmn}TLtR27wMa{%bI0Imlp2fqxw)rih|ir{d@3oK`2u$S8%A6rV`K{a z*I-*{I#6HvR^C0Kdzdi?SUs*+8vmD%A5THXNUPB!d-uBM{*MN^MpRdlK&Ut)BaI&@ zGj<4Q_~1~sn>TN=dp9L%5L(*Wr|uZqT#dhXJk?ONJ{`N~ zLAdmyMr4KS^Z2JLTCmea)AwsvSW-YqO>Q6v76JEAAEjdOVzqqzs=ac@>dkASpxw`) zIUxdhN8spLBBCv*wbxFTLW6@>?vHE;!cuP#X2P2XeYTT-`{&QWg3~0VD|wI$`5b?m zK9C-V{dR6+10)cjE1-PDt88U;RbJt^(byHVAGepK$KF5s5*I-XWC+($qZoL{;kkD( zAAC+n2?H;0VrqKq-3x*mPL0CZkFt_96+XzLhT#Aw0U1+K@fK1tvcb(YfC_&2%H{N` zm??}P$ambpT5wgjGRzRpzkSqE3)~uTU2TYH171PFj>&3AxF9&e81S^~+)4*tD_nA$ zJtfPmmlM70qoSgMJ>mj{QSi}bRaI37;Qk;4vGhrl#EO<>*228LA@Q5nd8S19?0)p~ z{JJ_?B{3ww%li1~Jhd~fuC6EG$YbN8@t-2GZ;5(>_PLD_T`HDU+Xjhla@4 zMvCrg!Qp@5L@$t4Zf?~d1x;|fu0C&kUk@d#n@pE~{os~Tzy%G{S-NRoc?0h~^}u)v zK(9-I&<(T>R|ucGZm!W7$imSv;mcR}qt)JZsP(g=-9DArk2Jv>y#8oCCAa7D7xzVB zBFtVlzW_Rgrm$v4`dgmM@#{rF>Z4Xpc_ga0<%`04 zV@rRVK@k#QS13Cp>5*xMag_2MuZTP^_gwlmN5)H788Ol_{UU2!>z8!bgGQuOu=#MI z_Qyd;B1B2ALl(*;a(V@ACgUm2NR298ocoSDbL;x)C%*OG3qV|cKl+4`CV>r1$HKSa znN5{(3vQslyREJ5ZS=`b`fV{F@#aAv_cXk_*F6OMd~j;yJEMPUlU7T z-1FGKe*K!osQD&;^}*DIM|W|H;H-Ct!H1)D+nAgqL4ILHwMOKjl=~B>lPY*S%vO1u zHX#VhR+Ar8RutYaiJ-_-Q7ZsT?gr1?wpH2n6`i{-a0AUp&WhF52oLHR`u5(A(&kp8 zM*NzYs?y>~b~LdtW=nmoX!swfp?+ zQA@J6|M#>bi!Enx@2R9ReH_ATxuA2fXlRx@g+BZ8iO9)T3$Qy; zp4Nb>jD4_Y0)r^|Q3&LWr6u%vRV7+API&_tH+?^|nY={oaNE$k4`OA9xgB4pGsSAG zPEEJ)Jy;Yo$LB#`kw1==Wp-Q1N+3_o1^L>Tt@VrC$cnGALp12b#Me#DmPE9yM83xI z498-ey7!TfeWMNF39c?+A9eaRL`rY>;$8MqF4*~T^vbtJ@pTinQ(S&=al2!$$O~vb z1r$x){`ixzYDYG+9KO^;pT!qLZ1ZnNSh zz(fGx#cSM*Q%$ge8k#P;yZV+W^Th7lcR>!dR|};rlN4`*bS`1BMax&B2EtFyV=f5r zrVfn`-jq)b`k`bI(cQ6Ur+BLB1nr7B3fez!_RjC39CNExh22b6gwCnhzXb&rk;^yG z(&)Y(w`1kS&e>0C>#my@KQK17jtF{1-(^VmRIY4;V#3MQnTd^s`15hkyvaRLka1#f zw2Tc=i4%88tLahIwU{;aDKlyv7qAz%1_$tCDAS|P=i&#v#_!3}=Oy62&pq+H4`_(8 zlZ(qd=v_hh(3B|`dvvKggFExV6`)s?4GoC_^sP?+^wz@4N)jp%T3Xs6gDJmtrBYz3 z03moAXTaT&7r>uw7(tZ*5e6kd@=X+K_0f=4NpC>ygy=pjPo{o;r&e1WJlW#=&SXBxh z6$dBh+`supue&XWdn!pwW(VE84Sy6MR7d4*NKzbjYvvQd5mdfV%bt4DSH$7U(1m9J%Qo#J9 zl<>czgY%FpwNTqm);NPLIor;~Wu*2Nk9yEG^pH$`az@B@2&hQ4t0%jf+iAb)(?CQmc;ZW= za|XVBBd?Z5;vXc7+Sy39`j#e)?sIz)$}9`!!c-C)6XJ?(S}k zzybu)vkMFSv%E7Cnh>~*L78*6(_DB$*nUInTuh@<$M>DUXEr6Dfzjg|Sm*YVqX)V# zT6}^n!EkY7R`^K0p zipdBq4UGb)0X*^g8%!|KJ>^k%2((BFTM)dZR_(4@D&IY7!<&}Z5vq)6(y#E z!bYHeM*13UFQi4L03KGTUwZ-Z&a~s4n}>%9pbWoGc6yB=1N227&p3>ZM1m6-#736^ z{sl1(4<8@R_C9km$SDwSD%4lBWlKz3m1Rph=|2ckzplNi)raH!hItk=%@WO55}?c3 zIXB+IeH%K(b>Yys%RO)3ms@IKw~l02HoTfl!`W4Amk}i|jK@*e{{)Yn@x zCA9??sm1hv9QYgB`qvmaxB9iw!^zgC6GxBfaEMu`IqMA~2Jw10<*_c(+~X1MB!o4M zAGA-sg=PGw+E{Szhl27_D=zU(YIe!vwUub#hbw&WKGwH=QURUo{Ce@veHkm?{K`hu znV#|~)NVKlGL1e~c}fJ>l6BYSGFN}6>D3@{HYOm1IYKz29cJsAnTNPT#r+qL&$&G{ z0m<{E*#~-$M>iQ00*SQ3u1X%0O)$sRtYcPVA{*DL0y@WbJ(B-!Jc`>cbSzST zKZV{iAR_cJ+Rt4@zw)(&b5SoU9Kfd#^M371dLNZ%3q&z`U*TA4fajvh7UX|u@>AQVj!M;}3b(c0dgUQj^z`i6Bg2+Z)7O*bl9{sh8cxdTDQ zO%Js3;NUaBz^XoVb^=k&0!m^dBO^a3P@$;6MZB~6%7^I_hww{EqN&?zCd@4=l5%q5 zue6!+uoZO(0uaLzg={mFQgA^W-;`73JS1OKJ6lyr~-; zMMz7T?LK|hQi>$Mb;TVx?&gQKf|8=-e1*dyAr7{45MIMdsh(AHKCjZLC0Q@2$UB=u zoQh$z1Gx5OX1!(@N-nUf9WzymspERx%Gr_X|2;QJXe^VWJeF_UEX32_W+g#6)<5@p zsvLw;VvU`H@P5;g9lKbSjo#twR*1Nb{uQZh;uVD7@`o+sq6@4rHOcmUkET$v*IS3s z!En@bI$HOgkXI|$^WZGBDJrjeKSznbAAPn8xiWYX`U;+6%g;2QDzO1yiG?(Uy=$-s zkVv7f+&Ek+p4-x7Q`7mp=kvV%xn1IXSgD37$tAMZlO6PS@4uy?LrZD(>zhBKt;z+e zpbvh!ZG}#JqyQ5EtGxa5L#^up*9iI!*NBs-&{C~9XRE28@k-~!Oy1_8vgTL6&KQn( zjRy^B83ou^3%lni_)I0240o>q*$cz*2&Fo+8-eCB*SqWJUC`Xko6l3l-vV&$n2?U? zbbb)&+FxOk(YwI6zv@I)Gq@&7RI)5^RxHI=rowTpNEcHbsE_YMzK!rpPNoH_;WWYs z^fY2(V&GO!2WcE)3)}@JopEWD)EMveR*5f?5CKvLdSL7NNhsriT2 zX)10`0p&7p? zUDJ$sRcf~P~1UETX{)B#s_&3S??hKw1I zv**dkO1+O=;w#s$W#ajjm-AaqRGxjX(o2Y=rKL4HtZ4{qrM$Vfy`$sX3>sB6`6MDD z0%Nh~wV#))sA8KkEf=o92T`BHnGErNNUZ+;R)_53#ZW-b7|?o>k~q-)AuK(e5k{x^ z%NIgWw%@BV1cgYd*R~uS$d&;B_tU3OVMNHRJRe|mPKc&%eB|8LP? zG(G@Ty!e?1F3gL@GA5}bK53+P75^R{NlE^r+dKQdO>ADQ1Lv>X3+V0zRuP?L**cRJ zy!Gl%0N1W5{bS`Pf^Ehjo6MPXolWs!YoJTxKqfzZddlpyl9Zbjj|AmUEvEIY(B0OT zzE(|%cbB4_=g*Jp3aO#Am*l>YR`MepO`cK7G7bng9*-9Msj=IbtSQ*;h4B9m%>xm0 zaFQBF8>APq_q*=6I9$p;Qk0OCr^i}6Z0?$jJC#m)fI8k}Vr0Z{i1g3InMtq{^UKJY zBe=Vo5QwId-}1vhA5_2t@0<%OFUq1oB{R>Ng|xZOWCR9*XCyT@5gL`I)ciCrK_CeA z0?2r%KSb+JZr+IXp5$e_L1la&%SgBxBELl3Y=;3fDD?X$%HnSWb!YN0F>!o2r`PhD#Q0%`0H8G1*T$ zq$$8&XDif>gWB-|tq@M5tP&NqBhrK>3Hly@boF4^_uS}3+q$QKm0~n;Za+#pa1JLf z;g9F{_o7r6g>NHdhqPq5+qtCzV_E(!3LL;l7`+R^lfrn#Vbq!vaGO7VjrhnQu0CDd zp4ci6S|2P#v#CE1+YS5(GCC^S^C|l;U6O@;POZpkvsddpe{&kFLj>(%O;;=_B}qwF zI1=Tbg8&EfFcyRLK6Klycv?m$22x{7rfWD96>dI{%70H2@7n`Kpg-ji1LF-U&=$dt zNF`6>m3&Q^0lDdOAe@<#gN?wH_W%K8P23O=n1hBkE&1vNM%G0qxZeYxHV!YFi>2<# zU{s5^GpP++*nWS=DoeetT+L+rKaxkrfgr=fI{ZAfdYU>kYKar6l{#HeVdV;jf+9@A=CiZ@DpT-WUzVPJNPW&asD+X1M~|ooz^+@ z_G%BpKdZ*vEBy6;DKe!g;jm<{?ayo&+g5aPa@fMc!=d5fIWQJU0sV%d6OwP*`#)u* z!D1?wRQl%%`|EpV8_qFp|VncOQJ0vs*`Inx}$ILs|jFIPBR?4 z!eS+$r@%+!mz&ED@P6zm2F3^Al(~d>2Ot3Mv)@ZuwgohRQBhF{PfyQ6gZiXXZ&jAW zstTo{+>g_{c5%CR{H6|*gEl@Z;0t$RG{DP%^r9Ufn+20!2bheE!Tttp#e9nEw79A& z83w+=bW7ekI56*%U9xz>a%3P)bnDM3ykBvnV(v%eSJ|(waFmVBZoSXyv6K9(9|5@^ zlpz5ks{L6>bm1QnINI-}sOaVUm(wD3HSgK;F`RuYmuT_WLcOLwx|9LKxC?R7mNAJK zTd*6GJeIr(s26O=?RD-u^wB3?w9+y%Eh8frO6vD%ppdS#`s%M~;C>o_C+tmSR#WB2 zYS+h8bU>8Sx%=m+C$Rt(a-|4yMJ!qBH~uiZ=>nL-yQK`|ubFkcSvp?Ae$Ez>lO`)F z>Kz}qf3BXl@=4!Aaw>~Iek&=FR=js9<{+i5EzWCqSN0U*()0!fPJqZ~{MhuPUw@Ft zPPgFP?ChIeZxH8t9j)YGtWD63EMk44iiwAZ1e8fcmsY|s%cs1GPo$*j&+X~4_+oJA zukA>*w1QMhrx;UwCq|jhm1XceaG0v_#F@whHG>5i!QWr9ccj~;!G%Nok@(l!x7m>7 zemBzSQ~RKp(li@oL8K-*^QEN)JIxn$%fMrWWoTq1JtybIQzja}r}FJfe9J?WW=4qF zX^!W=M<`Qx{|^@fo%)l@J}L%d+Xs|X^8XwKMmiM(gLCHQOASX#&KRXL?8-n3f*>xS zpnwy&Fo2v#suW~^!7uicWYE_yk=33Rzcfu7x(e(fNe1HCM z{%vw{vQOx;Cq_^KO_JJodc`6EpcfBa4sNvo)e&sykJk_6s2u*+yBU89IV{M|pnai_ z?p7oExX}$F*ResY>_$8eB?ZM?^-}6xxW#AE{P=(K7ys)*=imPLVTEW?RT2pt8`A>t zy}7HaaMSz#{rh!$Bf6l40=q{$bd{p!AGmeVw7!&gME6N!Zz2$wn6|dl@Tf7?qLGusEs+1enGyoTmaQ}=}&;L)(n29}7 ztRISvcMe*b5kZe7TnH-ZP7~0=2yq9fXKWcEDP7L~gZckVU?!{gRl=Znx=!-1+Zo~( z78V8&o%FKr2`{Mdw$jjtX?6|{55~Blx!K|2A;J$#MnrY0iD6H(RJtu(ElCl6oP+-} zNexz&mnXus?iy`GQ2;Fuicf?esOc8Ie}4;~653jMPvGI;@K|K3!lXXcH{H4GrFi=v zLH0l2MxP4`4Q*jd^TMK}OlTObsi{#`Q)AYYY;<1JfY{1sB#F%v_4$_`ZpvSlmA~W6 z-`}+s0pA3&TJOCy363jQFwVTFgoGC`Mj*0-18A|Ij1+#v6z|BxK+%#XyJeSqz0>dz z!AYcd@BC|!{`?_R7YydGVI9qF`h^M&vYY?^)FjM&FbEi2D*Dx{AZR#<;q|Ac=)kzW zwY}Zkm3ZCQ#-`^^wBnzhBaBU?g93Ef8>*Vaeq}Q6?E&mnsOScz=Dql*EKu(rMi zkNC&{8XY~0j3fq|8+grv^Hg&r7^8XIB=1pudg#UVOwrpI7Z-u>v6gJMw6XYDZAuxH z`syhs_2{v+=|APym8O0F`8cxQIBYdRg3byb$Nu<;F7N<|PaaM;4#rDoq(4cBg;i7< z{eJZ!IDVpoe&c}EB`C)asc!QG@FO;2u_q;Tf8T|ig5qsurN&C{3Ha^WtZ$9as~ z(AF03jRZse(i0lwj}C5hB4*b75y+Z=B@V+S4d*x(6AnTClzFjNrdbwhCs2$3HOJxS zQO?DG>{92u3~%^8_3v7{i>lrzzVtAyOKShK-tFyezCte>f@gm?w4NO;G>Ucr;8L;O zDq|E01F)-*DrN6dof?wQTn?5rOI>Q{-0ympe+^@ch4+i&{a>N&-Fi8jn!xv$F_pZf+2Qz|6RC@rG3s`lJ`# z)ZQ-LJ;QAJ?yvMoFaCd8p)3NlwY5JZYoX|e_T}E_2KOCSj3)Tk@v-S#b0A3K0%K#z zAY$5LG`<$r>K1kAr}^sT%c`i zu|a)EUES@!SC(cC63#XVCLoJD=qD5r#Kh&slT#Su--Us-amsA-z+I53Eu_?k07TD0 zeqC4VHD;@ZbeQ++mvBST$MR29FZR%V5#K&o`S8-ww8`4KV*;#JXX2}#^y!Tb9Mph^ zrYxh5q@Irmr7~Sd5D+9i<-Ys77|@uzE%YZJcBsq~x+M!Sa~(RTFh1DN`nG*2QGM_u zWu3=WiXA29d2s2%ckdf*eGH-UKJ%n1s~GS=P!qasZ_KV~1bl zN2T`->p|;cm#W&zDVvx3kGn+`K*v-kG&e8klMw6;2`zISO9=6;Oh<--f zermd8ZM$Z^3t8K7*p-qv(}hHOZw_B%60qJ^Yi`yzFV#{@^3=(zEsLuaGc4*}7dfb| z5$1$B(qAU9onpv=poH`r<7rzC%&PdoP+8_sej1;5(zio!%A4>?=2TB{)Z4@SQzTjM@Lv8DJ%dR5pyw?mGxOyUiU83i#v2m9l%}$}A^&JyxcKFowMdn)kTA#Y z(?{@Iv$9k|AAi7U%06q(fLzzBc93doYZGbP1N9f*>+YCL>xs(8`#-+cM|d}FzGga_ zBz}nkqSz{FN>_&SYE1d9=QeLM=1*T_3fvV~vUIkPc^*-pknyDAEYfC1KY%iUN@~KaV;sR%*&-;Yg*$uUYUZ6yRV_Fr$D+pRL?8GG!m z=Z8Arj(x~Ob(5aQq^72eLzcULV{~TpYfR+O*M5OqWY^EctdfTP@a#Y@!aY4WBb&m{|Yt;T9+AKJoIVfjqr@ z*oU>V3P+K)CoXr`mOYP)DM{7~Y)_7NoNWEo>-KDGD||ik$92Z>1g1TwiI6RkXaiAk z@}Ue{VMAX-PoG9Z==AZ7MhuyncQkNtS+lQ`C4gWtt%*%1NhjVl_fBjbYriuoLfQy* z*o8i zxH1K;BDC+2iWDwdTDQCjU1s@gRk_?c$Cy~#6%b7N$ktZb&dRU&Rq?r+AcGiD4#AcA zuQXVvd9u|mq|!N&)-wxuPcoXCQH!S=E_I61IFZIO17@(Y&~M@&pw2JAe-_?WQ>sRa5K@27V|#+!kSFS@09rGk$h$#I|!1CvEl2#EgYJw|GedogIG-aaDQB9LOsqvC=)k>y6)vubJ3Oq`a`^97zflKG?rU9rX@CxM;j-y*aB-#?5M@=g z&v_zNXf{uNz!2_gSDr8-Dd>;WH=7iaL) zhTZm#{7_t#l4$kQtDk&R=*;Op#wKVvn7bDuX_Abs3`tq|v6!C|*seI3@bg=8L%lg*5xd$(bLy9*P>)TNEy=wbNNS;EH zAB6YpN@j-sA7_@JWwUzAB(kG~fWX9u z#zBNpR*pwElx3*0MaHu;u_ztNgg}3;=}jsbHoR+*y6MZmluvhDi_a)y;^slTHsMQL zSYH=ekiLXIDnaK1bbqJJta|`JZr-ctN&!*y6UnsWr`x_uh$gzPNhWa*>w9*|2O{}Q z-$tR#MlUACInHMC?Jwl>SIxg%YGbCX%q}RqFQuIm*T5#zK}?Zfk+=Tx_%NEH=>xJ^ zQ+?-iaNf5XxBY=@2kwfmGvN-&=`QC>eOV;E@H}(BnIbD^;fkYeDwmpG-FMN*&l@3H zReJqDjdf_>`*Bju6+f}IRNsFZ+d1i}*OvHbb(Qa6a%tA0B#ZL|E|VTL{AGdfY0pj5 zl%fj*uGe38b9}y46c(rV{nE|6>_}akYTx1+TB(i~?5lGm3VW%|gdyTuI^Y$4_9@|@jylAHU8`)do0*EJwz!9jy6j8*o=@s+)>=+8@0*&}urTwd z2{t#x?yAS#SO?+@xwBfqUUx5W2#LlOm|;-~JTHhsf$c{VT3g?{f1gDT%J6O3GB( z6jbFDBqVR30h7p96SjlB{fc)Ezw`5O%!Fme1hmd?w@4t(|JRpM?MR7X3A9`LVp6&c zf>{6?qWdk>p!>Hxt7@+c0M+?n%Tnn|;BT{&f)q;+?mPi%ZRB z!?Dwh_rVoWQG=MF{{FY%tpahd7PN(i%c?-*7h~h0QVq5v8>dXX|GI#5Fx(YDMW0$) z?iv^vI5;_}-MQljt!Q?^vnCq@;`#3z8;V+YF4IoNJM6cl_Z^fzU> zHggTkWys=!K-T{_`18s;d=;tvOUnfu0h3Lhr#W? ze*H>H(?^Ua)c<<|ge3!G4BGiCH*RP&G&JB~A?jrn6<KbgSQPCD zi+-~ILorvGA}!ZIaEnyZ%{F~>{C*N}O!(v(_Y@SunIFSlRn^ZJ@ho4Q`Sl#yHsynF z;4UyagG`aP2V6BhLIaJARV%ZpShP#7i;PPLdc?n10QDnME^6fjTS&w!*S!rOM1kc%b48ZkL&uyyScmn zgzgB^iQv&FsHxEb2bijplT*nA#HG`?xE#>#3;fN{6`$#L7|qD4C4=0g&zBpId%rd|Z0ZT1-Rk{D0ky-&qI~DkdiB%qy;q z$0@1qi`3NN?Y&m!e2Grm3vzM;K-nBk=Y8dS@9QUAF3^@+bVa&ABo+Jret`8ahN$<@ z_aqm9^F(=8_#^kg#-`Zkpmt^jB>Y15^8p}!W|jk?K>+UVM`On>tOp1`rIpnm4~)$c zX;wuw7RKqTKU9-I)|Jt<_nh_nrK^2vn^$zs&oMpwc!wR)E>iZjaQ=sbJ|qxOX?^yN zx%jpzJ2Bt#VV6*r->0@D0bACm0I-f^Ydl)-9c3;FJ`=VbU;j+xE#{u7kTcFn6LFA7 zbJ=j|T>8e1Cv(&?zn|T;6{pna1tl8wkQ<(i=joy|Q4sjvpwC_im3rh(kzbsz@@t$P z@~R#}>;iiShXL@Z<%99F_nxBSM)lM~J{az!!D|yXAiM@Rgqc5#L-#yZ;gOrmh0wq! zY+;OW3}~HI(^i?*RUzlP2h^U9@yIzj0fTxjIR__)zU>bzArZvtpH}ZQ6rMsDwdlN_ za5}Mj%C~<>Q^g|>k}YPr)IruO^B?J9d$sI;?~ZfYX!4f6a#mQqdnbzCaFk0>w#NQF zJx{w~|4)W91{CZG1U)#XU)y~*spp#!D-Nsga4z1>NS#Q-^`3Njga@npMP4z8lN zVzJg2JjD3uNB7|8Art3v*LyLTP0M7;L5eNlvHg}m1H~WNtzU(+i__{t>G?;Q3s=yx z(NMv#$k~wTQ&cXtyV61F%YVPwdT$?GuwxS!%b7bhRemyrXq9>OofYUMPlE(Y?@_(4 z#9l)2*|i4VN|+b!o}R?Vwt~Rn3b}2)!5IAV^Yc?DrY0wM$4nzv2n~NpG)7jNO^?d# zR$tCNqWHVwl{7z6+4fhFB_^t!P;l^UNf1CFtdwlU-tV^`H&BO!5W_9vr&yl~d%X0e zAinhA1K+{oii5L$+JsQ8&=rf}2XJQt>jbWC9hxPa$Ir+hR~>|u)!XI?a0HF-0z-V5 z<>#KfbbNFgVXC2No)Ge0@rt)nM8stdwI`~&X%k9`b9uSHl;KfWq@wF_@L^sx{gFT~ zBx^|DD|R4GRvYZN=53=?#!M8Dm%kW0(-OHh|Mk8|756!VH_HLaQn#sYFBkvJ&ZoiT zV{1sVsvpNLHZ~*Fv{h;mJrQ*`KiJcTD>Hbjs>V)EqV_Mko0?{TqHtG_UsQU}Ty~SRa)q%q=P(}8Cxtn&p{mkRn=ivYX zM3esZ2)D~xpRf#|07AJx500iY%p1`GUjB<@tbV*1H*57Ke6}O=k#lt&aEXcp2Idk+Zrnj<-V?^YBP<5I8(S*2u z;|PE5&+8j0**S3O-}Nbs(2Z};sv;~#*N%7X^}oGoS4#Pw#qGnXLb~QpKvplL>SYiw zWllj(`6h2#6}LVuq`B;9inwac>uaERxNG8Uruysjy&>1j-=sdiyD*RtAHM?119h-s z(?BAfrkKbl1*SUX15YLVV7m#GY1Ei#ESg=v6`E6D_9tsEa872 z{-2__$pwiKg?zPo$qWbdtdw?K8k|8+&0Jw*l)!BXcbEl~ydK1wK%U}1J%#;ylkJcH zuYDcyP8<@97!Y*PBNy1jqBAl~d%dASUuRFxNF#EhF|V{#MeOji($MsDG4yr>q@VEP z@2n_hxMpDRztaQ+)oIX-+FVIbUoMg;2k129t=N{gZj9sW)3p-wTU3a{wZt;>pP=$t%P!SeaYA$RXZz zFKy}W@zontKlr129krgenW*d~()jzSe;{r-rr8XCcY%%4yjtE4s&~Dql<%|4cV1E1 zUsEWm(en)G%$3J1c8_=+7xQps?B)8 z)~MesG$}Im$X2X;``&5@&myHm0;OV> z<;Ct9@CXab&Ev@#y&6g`P#=f9ZgStvAIHil-%yuh`tpY`&x= zZA>N|2Dh$l5E${JQ*8s~RdIvZs=vSR@H)k7s<*FXn)x5KKlE=6s{RcO?sW;~^d@FQ zx1%Dx%h`|1a?X=T?~Vx{859q=m>2A4e8Hv}ygnlz7NbP6qo8$At2F%NJ-d$NQ zTJJpKF??KW(HM?Nhg049>xGTe(^yLrL>z}w^0`I$gF!N@k$1?DNe zfF;Vxpgtaxaovgdda=gQ(=t;XCVD2BC(Re^{Vy?jTwSE&QXAi}qP~9b(Ty3DUOXgP zZPsBA7M^_sgjru5=3-v$u|ZTT7Bd2|k=hfX2q~ZPYH{I254SCs^tm9t+Y3FjO;Jk; z$g6G#1W6@hXQM;(C<_TL72`bDCDLR-a+cJkgD*O@5omOFUS1VwHv~oAkLvpO?;l`B znt26Il*>9fIq{fc!+@X~+?iF%(IWY#rUJW7-Q1|VcWa|~rh;;n zV#nfU8{<1|K||+ko_e*X0G%XIT|xgp-FDWC*296;0BjND7&w zC}WXimUa}HmSmnXB~vByT$y8;NruWimof8q+)H~``+dImeShDd-}+^H9+tK4b=}u> z4##nv=Xr(gP0pS1Yf1I{a<(xl7niv1-ydPMx6^l{d2MZ^# z${T;JoP8*N9}}Fa3)s|b?#C%&Q0;U)=J?VO=8Zy;842q757u#+D?NG6!^h3N^>GwO zkS046fF)W2JILgtVA)cyby1PMb5IDZ38Tf9Y-GsbKlbz?Ys==_!y$c(LLRb`@P*%^Wy=*Oezntpqa|?F~<_hsAF~hYM8upI_=DBV3EUoRfKQQ%n z>p+LZgDKbTa=u4{V80e|eO%dD5;y<@*v{`CrPMqlbbdawppUq5jb}*a-qz{##7XN^ zi*nxixpyW%D`b^Lws;(=&u>w!;n~%-6(BB&Bwz^WBNO)uweY+DyvNPQr-%~9z>oYW zXABMwR(W;d?goAhUd{*_-=E?51paSFb%gDX*RjMq>>*sjua8afsDs?8{546XIW<)b zi01QW&yE8mcpe@77}-!tR#4EvMT-_4un!b93&-@qk%TzgldP<)!p5PIf`;#jVCu5W zVTZGPxPWAq1};f^jTNjS28 zWN4mJpCC0Z%~H+8r3^!HgFjk95Q(w z2e?#l|4|@2xc@8YA!gqF7!|O~RtOdU$K;#DtbjwQ3pZeduwk8lY92@o8wB}acL@2I^z z;TI|0=p8vYC1|nddd-x#%SpFWYTD}#&1Y87ZP=$SQ8)U><_{i`4b$WLM#gMkm6a^? zB*oV~O@6oIWPs3JfqA54nHoEB#kCpxAEyc`0NWq9)H^I%xeji{qv!3?HQ8QYgswVj zSPuD0H+n=y+vZoBW*BAb{IJQ3OG$a$uDMTNrMuXqH1$tAdbElaFXl{^H0pD$S|p%Rt(j^iQ#;VF-C8I0 zcCT6gwfT-GFN4z?otX+)G$73HG_*qXg8OY=VsY~}Ebp54@!}kBUS?CaUHwPnPlzf?jOm*8{QJf@dfwtuA4VM{zM)Bp;2%N5nW>^!tSt!a#M8S9Krd9N$isqzvlc17zDJVNTB-b=6?(v4A1Qv{TDAj!8x zcm0M9&r?$;O0Qo^bn9iy&J+C)prksQ1XbB%ru*nrMpTpx^~|YLLBt40eM7^?lwJnBeYPo-v4iO5-(Mx{qh+aoKRoi`1U2>Bc|6|&rGH@Psb9f5Kz!3 z7vDMr8&_0P(x;c-{%CqZod}U$)x!*vwbqt;D)k`2>nzH(dgD-%W|eY?Ez>_7!P(LU z>;&KqOL9tH*ZaNhcCQyk>i+6Q5-QQ`X@b@D4ac@H@6wGwC+U4rEM4#j7>}h3g=lBa zhA<{Y6rDMHgt_IEii!`IHsI37m`P>Ma|xE<>_RX5`Pp|a8R=I)YV;;v4ygP5oPx~; zAgU5MrH}^$pQmhjaTyR!SW1NXC;t!v#-G1Y561SfpI}=7)NDXk?i8KBzU70>zOzx zCR4366_)ga<;#LyZU`u^lF z=lK_V55ztlK5c%z;k$gZSv?sjK`6MSohm{Pg0$B1Zg7>|9CwDmQS5J=z85%EHjx)K zuwxF*(6@BUVqx*N((aUHI>QAD1e`=|Lh&EeP>HEdqeXe&dBntz=0weJ+nwW$*NRn( zR%)NjC!mp154$R}Nwq9d;7{`JC$11yIfw*8d6~fMLWk8A{okkO08tx@liDqb;K_&}sFH!Y;Py7-Tx zdW*wdTq$A-*J5c#eSLq}oO`QYt$N7Jr2kxJ3~(ESQPsoN;cK=mj!t4bXWe4k%pjTT zyaOvl&^HH_8~f}o^!>rPLSWs0fRA1}EU>8l9XFb`%Yr3*)+vRK8@eeCoGGh6F(dK_ zM}7agf35gP|g&^fFL4?y+nN*!PN#Q9x~ty3e1>TS*7JYLWCH!EH^LJdiP5 zAwvyav|__EAkNUEQA6z~BJ3-WBwHs=mp`xz4Uu}#jRB!mD3ECA5g!<{vjbZh?3&f` zgRLY-nTHY3)8Bdv&Drlx(x$SE`sueqG8`2bT`J}eh#)a4e*0)|r_g0>THRE?>)E%V z`R&|YQkqo_xz{44nwutajW=6$JoDM4x@7N+Mzi&B?^xhNWC?HH-6`Iu_DtA5QNgoR zleOymT@BWW22ZxCw{o%DPYg%?@8PPky&$J?47v;?tdGU=va*`(K)v0~l#jQEkNDfC zTBmjeb1DhWLcyS6P!X4PV0gTv)_#Up=`2YgyjQj-w4#s#gWwmX;GvAEnN>amW1Ez{i zLixNwcUTq85)#js!EHds64o%iXt#y;vbBnj0#)`C=n}}6%G~(93-8+f7sM;-8Snmm z#B(N+W94smaS+ehc|f9b+jfe+v0?RHcFBdyqAuxQIxTP273AU-x~Xw+@BuSnw7qoD zfhU?urNYC~ftbc>V`42evTEK!ZZUVswk{ibFbT|Kt!q z{l3;d5VQCv8z>$F_cYcpQ*RJ=872SA85pWCy{NUPhet`NRy8jZXImej@&mhJ_7ZfJ z64<4$9JSU~SghjhbF~J)w$9#X_Y?0Q8hG1S8Pjo^Bm217*tJUdj9aYeQ}d9Jo*d1B zB89Eu2IO&sGb2Y|OSfXMWMgHCV=n0UD!{^-F8oHtPt6Zrg#xABttRKFw0IVlai5hW z(vY0imLa+P^FH?V1hkB@1B+{8t?4VH1qXEcmqyvve!J$Gk#R^}y*+JW23${ngWE>I z*H>GPVPztb3*x@ghA`Q*t)qiSLLy7=BlOq=oxObN(lT(#XXWLC@mtKcLXbI}(;pME zegoyH;Pej59C5BKNy^6t+V;SnJkF5NjNB&(j6wIHPH*2IDjU*{zP!77`F&OCtIMLp z!N-D03hOUA)0E>lkAHrO#WzE+lBZ!q=^~qni%=6jQ3_^H+wGAifhy5MdL@C8K&Eo{ zuL&oT1#)zFyIM@ej890&fNoU3_OwG@@=2c{c-lJ}Wq)mI>lI!SAbp4VVSE@{*Vp?DAaoQIjtl`1lMM{@8u^@R zuke}xzwmxesmH?lO9@QIyR?eolG|_SRmIm;B!{g6-gGZf(Gdwb55~=h!kH0KEk0uamOA4)_S$#{YmBQ=(A>Sif%&)O17j3UR1)Ss;$F2McEwZXg%*u%-8_gRqX-y^vs20F z&V^kp|E%78WMbAn){VwFkBS#^-j4a>G=WpSwOz_^s|H$*hFgn}WOC>ni+ta%N^5IY zb7NVRq6|INVFVD(j_iR!MpXy=Tq-C-i}k3O;V|Q{eb&~*emuU=O$$@HBqfoROTN$G3FTZ{_*}2 zjn0!v0(Gx_nOFc|T}@c%=H;8lSEKPv>3zs& z$Oy+OQYSINi_FEvb$6Uo;IDDLF~>2gpXs8w($;rc3_Li0@ zgbrh1AkJG*Z!|?>dDpHc`QsAx8ZUOK%q33Q%92|TkQm$`J)+|m0vkX8l4=C~ZV$h` zN2p^~etd9NnhJ-w1;dd6v8iIW}yn&Kt16-w+%IZC%pu2 z1_?YjB20E7d7*OKH7*y zs$A> zvy&1N(OpgrC>7ciodyJjMPA0hO#1I+K)R)VT<(Qr7+qCki>p`VF`RM!f(1m5OqUU0 zg86n-9XP&y_UfnPR`5TFe~6W(h}lkD%lc?#WyQUF_i2<8+8RTkeQcOftEZQjB{HOE zQG9%l<E@?Da+W0;Y&yYjxs#{IY4$bm?yhy7GEwatslxGjYd#B9!1ow| zSN-2OrL;r>Ck?OqE)2>IpcyWq~$ys6i zHlJ6Zn5_~uEeYrnOnA?S0^R?^=71t8qiq10EMz+1!k&;t#l(uxvTokId2m_}v$Eh# z{p!YKcj`LkChKAuc;5-QfWJxGG@$-tW4JB9eEBkX0R@CsHnz6Q7Lu$`Yt2iMmX-!! zLOhNstE>B8@2%U4TVPcG`tCuJ*1|b1eXPoUrKFizJPPhG6gCv&(g^eu?GI}Ens2n+ z6W>=I7ce+RY@ga$$Tt4d_PK}VEN9WV8gJd!-Cb`siEi`jSXiPzefkve5v@9(;zc*! zqkCwe4)D;jLwk%CPqfp;IG3U1sQB$J;Q#bLMQh>i4vEGW}}xqfCTrm}PJZ3OUri zy~dr{shO!Jh#sE9;s*Nq!*~bz8T5*M@StPqzvOM%FD@AvxRWzbYzY?7laA2f#{94V zPYI)AXd=M8$E0aL+E~ZU`d7YWZSnKJ=%<$Sd9bZ`0@mZXL2ayUdnOTdqKDG0`T-O4 z&d+8;e<17kz^(wjCV$$CDZLB83uVJ!%_Lj4qK6Fm9U z6yK$4rKF~;T570LlA^L+_X*dfuq?uVZy{|V;QbGiLwgGis85dV>=!j5)or5#mCM@$ zU$_8KIb$1sY_-9yJvnbZ4r*0)^Q)h2`n+w?v2p$OhOUM4+XEd!=QxyyLksnGs($9T zwq6iSVir8H-5sTE1D$5C0rJ2F0BToxsePNkm{E3(EN-R}P*ht>O9;YgOtwB~XJ_Xl za#cI)LA=!<6CuLLoY)Q#Mt$;*&?IGEtM15%GYSgq6iAXP357F&6Wm*AYUYstz$F}+ z1x*o1U5_1evits)O?u7kVcQFuUh?5T_{IB)D=8H}fZns4w(SLfI3q`}0nkY@AM%Wf z>+G~nk^bl(Q~!WZhN|`tMW>y!+E7|XA!_&7W~KUAUMP0DQW}4dg4#w85sfZgo}H{f zCzS*}5(bi0Vw*b;x3?XT z@V`Y?+>pJD>XSL*kV>X?xvz^CSL0#(qt@?s{L*FF&xE}WPkg+5>C!1EA>EFJxVX5S z(a=Dq*U&QxCIW(@nySbQdt-&;55ASo1-8K0wBCysqBCk*n*KhW*e~}c5TduBIX8}#O{N?`32pUh*x!N+t`-NH#qGW=M9v*LCSkgEaC;Fnw_qnL6Uvi0g86r=bPi4d9R7>$RaZCt=;;u zi|@Oe?H<3_=41n7B{!RW!u%qGf2bF1TO~02&a38B?X#*z?<8KQo|1Hj6qSUnr+L=A zN$zHFkT*zP-euB(@hF7a^ZfZ>tQ$HEnxxqO?HpUUAP4?Mj(X4a@WhX}4C6qbG{FR_ zX1#vm*^|qp`ItOCnKhd>fBwWuaZXOD=ERzN%Et1r>sYP2?Z8r#k?xPyT<@FdbDrjN>NyD( zHiQ=AaVuoOO>kkdp?{8iR*jtAaHomjXFD>df^wP;vy0`nOh9_}@ttPb#% z8g4fGUVr@uoUqTWZT^ID2QAQ(4CKnLJrknTA}xUeL!qA5Ligzn6)@aAF-c9`bz$*oo0W( zMjW%Bv+J&YIsRznEQd~6i;SskR6>~l;qA(~)%6DT(-V`oST!fhFHW~9S-(a)Fh?}z zxgE%AjssbPcQG=q1t&!i5=P&hotLgv^s@icdH<}TK_AYa-A1z_6xh@U<$HDnmM8Gs zTUYUx8>KTNqx?;qhrg$~ju3C*VkM$%wxM*}DYxXYnE_`=@=TAT59(w%&o0Ek6Qen* zQrEs*DG$oK4)Hkj^4sMCk8g!qWB@x5vnmvfjA9`Bjm8j09uW~`#5JZ@t~`v3i-YG( zK#U6!j!q0#a%D@~$s?)qduA^KJ4dV9$AuS8+uF{m$3e`s2ktu{3vGq}7;hH#I(tm` z!T4~PNPjq5Dw5|jqTDTL%*guYp8i);1Go4bD$(d758 zO}Cp)r3*OSw>M_;R3jeaxP0*Te~Co*hDAg)C!&IAPDMUK5ENNxYi!-Ed$U~kZx$kb zSM#IH#Kgpotj5MhleBy8?(XEsjEw2nsZBdK6gwpK^&hq8)QOIqtk`m7m*wDv5}(|* zE-VLOuNJ?ptTZbaxW^Y83mAgCci(0wn{??4DAkFg4OA@YCa0#Z9G@-+7(+87%*$@e zqLi&{1}J@JF?iw9V|?=Mpt@e3+eR4InY+7kOG=Ci^6TH-Wo0oS9rOR3O3fq6X^*Ft z+s9xcFwY}>}8DUW{kv_1@pTF%I*1Q|1U9SH*c zfp)UO*CaC%-2ted=u8DsWRzzWgaE96e4yWPT+YDIaO!;`v)^6!MyKls|LkoQzdRp8 zIFgpu5RI$Y6XDUwA#2$)d!Fj_Yh*ii0~5+tRjcSo9`m zR>E7AA-N<%JH-(bGKmr+ifHqT8Cx-5E;V|I4-M`JfI{7CLo=srzT7!Fb85fN% z+ykd>p0?0^PVN|X$lJ(pefgbH1w-w>4l6AwD$E6u?Z(yoJ$Hy(!V+qh-E)CQ(jS-n zJjd3>OsV~)XyR7&`h&u*(RSo&&E4`lIJL+JQ!f# zwnAm-o%H6WN5Rkv>+4@)Efe_>l8l+S)VxorT(%}VnP3TlT_OiMiNU}*!L4QU~ggZkq6>QviOQ^cBFyZ{(c4Zj}?EOT%E zP}KoIis|j5qkOD`9+yd4yvoT}f(Hi&Uz;?G-*$2uO^E?}NK6owmp`=iK-m(Y0oogT zp#ke)^>y=!?tzZM-9R^TwhRg_XUx zo32GIB2hrEA5hOS;IHCoFTavn{YLj3?~{P2(skjU+*fY1adyr-SOMq^PdN}_RTi@W z9)|*voS0qc@kj^;)vwCSFAKgFb^BzG#zNCCcfQRgS&W@G^=O;U&f51O_pgf!C^skv zACgxcxug7U;W};?X~U<-Z<#(ib;{-Nu0>R7`M-LeD!U$hblv05wr!bzP2Y5QeU1H& zN!^G(*AC|G{0oJ)E=*juCiNBXhgSkalkEMwWY#QPK1rRnnGvIj>e0MYI!asjoAsw~ zDul~%+wIKp{Cs7)@YHD4#4M#a%cv+pxc9qL`Xr69_;Y;t_->XLjY#*3(a~#$R%_E{ zDvG(|$EkiuSwv^PwIf1%Q=s^ z%<1S>TdK`BSIzf?w4Y3|wY9~RBVSYvf+QPqrz>s(GWrP0&M{ z1K@u#bh&9I2x#@5MH%T|K1qEqs{Q5q^ihc+Z(1v+eio=(Gv=z+DbxA~XPy4bn)6}#;N`{`Qy62wXhk!KQ9Xj0;XkNoT=y7(*#aUI*^g;VU7ei;n5u17u+_QMf51lXzW79^ z1i-$5Yg0WF4fZqd@2zo|7o$i>@P9nCuH5)?m-CfrTag><0Wsn(AG`M_$BwVuRYD1` zw^Q0#cFF&u8q*@BqLEW&Rn=n*je1@?A)L{5a{SX039qrtu?*yBt9C4o$!j;Iw)UP= zm~6G-*!q)Ma=6)}Coy?$1D{&5-Z%MP_Pe!Fk3 z7zw#;z^XQFH{zIi^Xi;XKq5vlt-l43^ zm(8j(*cLA#K~%6^K)WTN&z6Nciacj;UOdFXuT29J+(RMFC%XaVFiKMLQKGD%Sogv6O_&hbNF82dr!`xVreZ4P^z|wGD z`MO5>Bvi$X;gyuD~avPxvJ z2iEIP-(uVAnbe0rm1f!5dlB%G3o&4DhB|56tq>@U14V7c5!@hhW7*zn{RD1?Tb+xd zA}Q1xAO60XB+_Dphl!Ye82fD2CZQjeQ0+?2qKy)EHklLEap8%H*L^1gESfA+5Q-5a zRQ#^yZT#3UP_Q~bBbGKDdrw$~w0O_28&r$5X|Mj7ya#N7SQEV*$3-7tC4|OoF;C8& zjKh?cog=ejZ^G;F$gs1ZUH*PxpUh13#9NJYlM6w6nBpL}$!JcTMkg(eUhHzy%9Fxv z(DxpvvRtn_KR=&-gmlbOXr)R#t$)7=!j2o)EG#-kKbp``MHc`Nt2gnZu_cg{it1_) zviB~XV=(;uHyu4sDa0s7y%D&h@xsT4eAn|QqOFD5J#@?FGC@;{N=w_vC^2>A37@*p z64o1AfOyJSTTcp&#i7)2-V&CFN$G7ny~WJ+k*xUnU$2j>6_;8WIGrj!mX>P#h{SMd zdDoJUE1;?T=L)q>-H2JU`SpqlGyJd4}VyD+t`1|4`}WBG3C zWa}I9aZ*YH_9n>vYl*)1!Tx>Fd2qnAN?wYCf^DxDr{Qm!;&-w5$;Al&>ubp0Gko+D zRMtBk8g`tXi8w$9PX$DvoXRS|y%~(P$lyWLyJ3}sQ8KKYI~jlEqlJ%{-D8NkQz_%^ zzQ7EpP zwG0kh!@^Z!6mOqjm7%qFFJ%qCZ|#Csj=?pp?D!(Sa}>z@^Tl2u^U!kv8Yrpe-P@#; z&X=8y3iE$%0*Q1)`oDkYsP%(6g>p7G4jk0j#(zj0U&MC}$MmCre~CM$FSHc>dX{_r zA%~ma#m~{V(+$G-w-!8_|MT+*EG7D^5|(Z$vlepY**3PafvlGufvf44y?XA_f4h7s z;$t}Egj7{k_=G=EeDuq82WjpR@~o^=>yIDu`0E!7z`?E@Zi;@!BL1~_Clgd+ zmM=&zvOh@NiCMRYo?G}IJ-`?79ba>+_4mrnXJGwJ4JQ!#7;jZsRl)shndGqR-*!#> zS9?NYKCS<}TK_C0jQ>2CxqmA{);iAhUkwVWlj&Yb8&+$w*XCdEUUep_`nkYAuLi4e z<~Q+R_QTWq2n!TsqK^Oaq%wXO-OGl2V;{!<_3n|8icx3J|MFC=XJx-u;b75w=nRQ(xxa7us_Ew{ zF@##f6voe)u)*^WXQ`x^UMy-e1w8o#5*G2v{xp-O(Zr;-pj#`~uuL=pGImevPvwzf zvwiLNE`h_#Rd8vvYEtZttcDlok07TAJmIs4Yrv9beHtk9!C`AVy8-Lw;>TPHyOAW$ z3vMPx>709YfkHQaY&HT&TnN7~Gb}f|$GR`Ulk~ZM&HLPq3mZDlZ@C)ieDl36>-*e! z8k?}}f*FEAeSWaqga{t}tou_SA}L0D{6&A+nU(CVZFSmYT-TjAmN8%}im-CGVV%Iu zr_Dt4gYj5rXS(BNxbrt#_&I!{UtIRz9!<4T==__%)NH=xBBpY~t7m?@XVQwHz3;a= zvruLDQjQ+%WI{ttwNkt)uV$uA)W?nzUr$`IV$c<%yC|3yS>QLhpJ849kU&`q?N*9N zwn0eTiY^(m`(DrPuxbSVu}P@)%?kb#VW(F!OjIM-beFRmbVqn~Jn~G@Wb^Ed%~T5; zzxdaI-ro0?9sZseV7q+7v^JvJ6v$8)Ioj1?YMxE9nBCNOKLl8WtAdP@O2)jf2WBnz zgqN?I#;gFIS`BL>^bz1-PEK5Cc6ISh(-gIJ<(O2}ijvL}07`-IAi4YR*eOMxsi>&X zwtMSvrOC2my>NfTN#7?5vZ5T$ET+d_+9E(b2X5jZZlT##ypF)orp3$0ESU=$I&#!l zJ|&osMn~Ez9t|WX9A3%aj6k!pqJj$O4LF!4#Vd9Vo>Q_A@7jmKmPR+df zY)ab`)mIk^sp#&h`{n2#Cpw9?Zz;X6ieF*e7o6&frPKY`>m^X`P|1iv^<_mqqkISw zm-zE~;zy9^ZoX z@#|Fco`r7WmG$-AZ_lc!I;M!+`aV7ArE{MP12~C2kUNNS{T<4~-q>3guu)t(Hwxe| zs_>#|=C_Q*dm9C}OKmnkL%o1Pd&k=bGHR+mu7cUgw6_Oa#2FWOOz!t`U63yRi`8;g z`V=_R6*$;nM&qCmu`Y4E91mx4dkRlGfBV9yBs}{msN=|j&UjbX`g+V}2~&yLPVw>e zB?9i7un5CtM{)=4a3ga^0|KXq?I@a)-}5B`9@w<9=YH2=oAi3aN&g@V)bQ~@3sA}6 z89%gJU!)SFDdrywwEXz7=}AvqRwgrsXXfV4_LZ?&88=}!!|N8Q7El1QFT{rTpZK7iE8Ylp$^E@ zKb&{ooLE-_JI*%yJ)a_EuC=)Ki5H+H!LP&(`SQyRp~qx2xYX<|i3yB~?yYD#PwNmL zOCc8`6B`OX5Q*3s z0s6iwD(*zN3WFV*q^5K~j~c8DoY_+t&bU7F>uvOnkzvg~RfB^MhJQZ}F@=iSnTybM z%wGWO`f0r?&MhC<4vd}WE(|Zd$E0y1IGbeHKHd>XLuU1Gz@}qgOK(SF(WN z>{x@D9A8@RD-40>q#S#|>W>mZi6xt_J)FCoZ9kTyM&JDD66OYA&}K8^9ZYN+i1c=- zgGSre^lfF%yt?aLqCyViEl^}2m=kYAYt&SELXDU zoqM5mh;VWuq%7FtK@1!e#rz|R(0WnZFKYt}ki`nZbxO)(olh}@^NDR zro~&r-VO&sK}pGzX45Vxiq`Fm7Jrfy%DQR~G@{*PcGM&uocam|2e>evc5z1Hd(T{e z@>K9Z_9wHCMoH`0Vgu}F#x2oQV&@K$>eWIHPx6Q1&)rE7i&oW4h;um@$T%o<6!FBJ zz%)hau+y;s)Z8}jQ#?h|0Ew_S_ueGjY%5To)$2%RR~?i}Y+3PLs}rF;Ck9gu$MViw z{L*?LLzwbvc4o3eZl+bPqNypfdb;VWlkkOicUI3|%gFf9OtTo9>hnwE6zkC{wehwl)IYSh5|qcELiQrG_F8vj4_p|FUGP z2&O(PIQURDE&`WhWE!|68*XmoOw?L@;*snHjARO7z-@*@*c#jIq*$&VLOt|675#!{~PPjU)97i;nS17{;pcSz> zH550I)Bjq9&{$Ml91XM{x0VADNMsA8&=zR%tz_6~TYWcEic;|T>`V)nM`9|2Z5xmS zBc!bwHJQkyV34?axMHPwn7S$*dt^zvF##?D91*&{Sv!6 zJ*MY=1ZML0!)f`y0`mU=U63Xub<9K&`ibug{7pB-z%>Uw{QYA1&anPp0r`KI4zQ=P zF_B2C+6XOx?e+hEQUeF^$`2pBaY`j)9}xQtjd+a?{H%OB&S>cgMZkPH3T zx4X>UkhrL}Vo$)MWC{_$YfmGpaT#gJe=v}gZ&5DE)Q0Z=rI?*(3c%DlhrZ-N50C@7 zll5pm^_(41>rLrDoRCgY<9oum|7*7Pc)1kYNrb2ckJ#g}*T;%=3`|Vq(14wKp;p~u zM4Nsk+1I1zur?BDqNx4$u&+hH?4V~>!@vW&%N>NZ&QPYma+&kQ^R>2&KQ@fh9gLfq zLNn+R0875u*E`#zn!xEgxABt67xyxzesb)UDU z85T9A-N)b+V6-#b9&|_@de|rNrD8p2ZRgExs^fq93hzztnsd9v0vYPT=T&0a$mcR` zEKv!pW{5tEJT9Fex_w>wQg@(H+J`U97>_E0xwx2RR7ix4xf2nAc49nAu_vfg=u%M# zye%`g`8v=y1ImOKmM+fAAi;2oY1Z-(134fOgWjV{n>gNWR;*6QnJdO-yJ2iUTmOs|SI~P4YrwZ5))I#fg=V{lG4?_6@-=4*zKnty76LG(6gB zfMJQyNOIVI%);Ii!=}^g#4QI~dl74;d~xBS8g_qaQaC>QMMv}chl`dys?92H5r8T2 zPU2vpi8sZh=6Fo*B~yqb@`8fWRDd~t^H0!}dzHuopWc}PhEW7jfKPq>Nw&*bNY&p% zd-#o4E%}AWu~%I(XwEVv#cFw>6uH2c8vrJVsE3fjg@ZXl_xq3GC%mZ$oi?-(G=sOe zt<|oXnxxFL>&n@X^>`zAd};LM-Cgh97o~|~x=oS3HL|mne#3nXIjvkW-CGe8UyIu| zLB<^Ft3;Sb79DSOw_aa9<|SmL^0J|_dL}nt1JNGwoXD7%5)c(GSLHt2A_XFNpHPdO zDa_7xX}h&jYzJjfVs=O(1yHv;`K>b}jl)yzG|FynG?R&hSjfBpW%Ifa2zv{n3#4nu zYaHaK4t9aIqg@F`L;Oomc<&BVw!_S(3V;Rs`{e-htFl<&*AyVa)M4&|IS;Rq`EMvK zQ4oDGwWt@sAdhD+5r2_8`q4NoM%fPc$Oq>2hN~^`8D(C^O+wMi{ao4n9@3T=Adpo( zM40Q`LD_wMkICoabx+E_6F2W>v-2^>Q1Dz+xp|Y2+_z{G?F$ibCgq9}b{qF3zBZNO zzWpKwWKgJJi1^SusMLOT%wDfC)tt!o`;%MlYd4p$9T{}yU&_EHzMn{`UfRJt<_>;# zW(%mP@iaaWZy8O$EeVW?m()YKY-#wm?J9x=ElN+ibbc zeef6}ut65o)MX%qV~Z_g_korH za1C4OJ-R~%<|Dc07$dqcx}s}gzxHfNS{o-}-86VLk(v5W_{j_skCVvgL{pPtfT5?1d6WWOO=}CZF)>> z514n?wt)U|!ovYAuLM^?kNcr#_5zGIbn(Cd;G%XIC^#Aes~8BOXie4w{*c+Xg5QwA z2L@JTwb^3m{*;Mjv8qcOL7n1M-H?1~gj}8S4cD@#N16&Tx z4ehr-Bgq`+;ht(rKW>kltGQd8D2Xd?v_*6x`OT8n+>b;Wx$to+fgyHYX;#Q44CcE0 z?ygf=F+*fx10Hi@eguEr3~CRsI<=p#I7S|{gD8%(8;K$pLXBNfSC=d~_8lz(5o8UE)w=3D8Sa0QHLgR?@5gUs zPBsqcVnoWuz50)}t?3(pnJi6UfSc&_LiY7f1c8jyz@v1>MRR066{ouXs4`}&jFDX(x^bl?27j6(I`QQ9zh!hgbOawBKKRSz6mK~^7+nLAD7dpVz z$#%f%8eCw0OkOwAkr725bAm(L*E}vu96#cYP@%HLLnAC+?_^)R@i67|8hU)_(02qR z*vqLe+TU0YG`6{)Y;5u5J$KrT2neubQJwvE?^a8-_L5-+N zYQW0H1I*)9ei78kYoE7Kk4WO6UCZ5NKjnz{!{~5@$m~k!h>5! zjTDN*H}Ry-mA)_-x0$9WH>GRYnjzBBTPfBV#Cz@)86S=)^H<>Z0P6fgV^J4ok6+=rh@*kFs?7ipm={TMD{`-WL)UHZW zTY(JQWzJ3ym|P7Y&{^e!UTWV}T2 zIX(Y`>ikUL*llRLY6ECPHF^_h1=;=I-f2vZz(d=7%^7bR%k)IUwT#-tt1Wr!Ti{1u z)ixWmrmd9~39fD44urI)r^gKY<3jmUNdnPdI2XYj3Z-*|bFQNEGMGn1TCXrW$BjjF zH}WJJ=#9kG0Y6c*!B%%UU1T^I#ian~iPi4==LY-PX&me`MDR_}FL7NhJ-~*Epb5bS znGg;TRu>l8%y%*lVo`z)M#Q*M+!4PClRv#+*{_JU=aH<#ScM1pnn{>mHwmj$EM?qY$`lIy7wk7Nr2Vb zfx=Kc3@aBf?mxvV2O#Mn{Ra-U4Ikns620YO<`f2BPh%jB2k2%!0Bo|6t+KFlWj{tYAjXA^OYB{pUX-0bxjR_dqxDp=xDT1V<)H=KlAOtD0__>3t)L zb06Zzn{54`;RckZ|GX@% genbank naming - params.epd_promoter_bed_url = 'https://epd.expasy.org/ftp/epdnew/M_musculus/003/Mm_EPDnew_003_mm10.bed' - params.old_new_chain_url = 'http://hgdownload.cse.ucsc.edu/goldenPath/mm10/liftOver/mm10ToMm39.over.chain.gz' + params.genome = params.genome ?: "${params.local_ref_files_path}/grcm39+meth_controls.fa" + params.ucsc_cpg_islands_gtf = params.ucsc_cpg_islands_gtf ?: "${params.local_ref_files_path}/grcm39_cpg_islands.gtf.gz" + params.cpg_chr_lookup = params.cpg_chr_lookup ?: '$10,$5' // assembly report col10 (chrN) -> col5 (GenBank accession) + params.refseq_gff_url = params.refseq_gff_url ?: 'https://ftp.ncbi.nlm.nih.gov/genomes/refseq/vertebrate_mammalian/Mus_musculus/annotation_releases/109/GCF_000001635.27_GRCm39/GCF_000001635.27_GRCm39_genomic.gff.gz' + params.ncbi_assembly_report_url = params.ncbi_assembly_report_url ?: 'https://ftp.ncbi.nlm.nih.gov/genomes/refseq/vertebrate_mammalian/Mus_musculus/annotation_releases/109/GCF_000001635.27_GRCm39/GCF_000001635.27_GRCm39_assembly_report.txt' + params.refseq_chr_lookup = params.refseq_chr_lookup ?: '$7,$5' // NC_ accession -> GenBank chr name + params.epd_promoter_bed_url = params.epd_promoter_bed_url ?: 'https://epd.expasy.org/ftp/epdnew/M_musculus/003/Mm_EPDnew_003_mm10.bed' + params.old_new_chain_url = params.old_new_chain_url ?: 'http://hgdownload.cse.ucsc.edu/goldenPath/mm10/liftOver/mm10ToMm39.over.chain.gz' } if (params.human_t2t2) { - params.genome = "${local_ref_files_path}/T2T_chm13v2.0+bs_controls.fa" - params.ucsc_cpg_islands_gtf = "${local_ref_files_path}/t2t2_ucsc_cpg_islands.gtf.gz" - cpg_chr_lookup = '$10,$10' //just use column 10 for T2T - params.refseq_gff_url = 'https://ftp.ncbi.nlm.nih.gov/genomes/refseq/vertebrate_mammalian/Homo_sapiens/annotation_releases/110/GCF_009914755.1_T2T-CHM13v2.0/GCF_009914755.1_T2T-CHM13v2.0_genomic.gff.gz' - params.ncbi_assembly_report_url = 'https://ftp.ncbi.nlm.nih.gov/genomes/refseq/vertebrate_mammalian/Homo_sapiens/annotation_releases/110/GCF_009914755.1_T2T-CHM13v2.0/GCF_009914755.1_T2T-CHM13v2.0_assembly_report.txt' - refseq_chr_lookup = '$7,$10' //switch from NC -> chr1 naming - params.epd_promoter_bed_url = 'https://epd.expasy.org/ftp/epdnew/human/006/Hs_EPDnew_006_hg38.bed' - params.old_new_chain_url = 'https://hgdownload.soe.ucsc.edu/goldenPath/hg38/liftOver/hg38ToHs1.over.chain.gz' + params.genome = params.genome ?: "${params.local_ref_files_path}/T2T_chm13v2.0+bs_controls.fa" + params.ucsc_cpg_islands_gtf = params.ucsc_cpg_islands_gtf ?: "${params.local_ref_files_path}/t2t2_ucsc_cpg_islands.gtf.gz" + params.cpg_chr_lookup = params.cpg_chr_lookup ?: '$10,$10' // T2T: col10 used for both source and dest + params.refseq_gff_url = params.refseq_gff_url ?: 'https://ftp.ncbi.nlm.nih.gov/genomes/refseq/vertebrate_mammalian/Homo_sapiens/annotation_releases/110/GCF_009914755.1_T2T-CHM13v2.0/GCF_009914755.1_T2T-CHM13v2.0_genomic.gff.gz' + params.ncbi_assembly_report_url = params.ncbi_assembly_report_url ?: 'https://ftp.ncbi.nlm.nih.gov/genomes/refseq/vertebrate_mammalian/Homo_sapiens/annotation_releases/110/GCF_009914755.1_T2T-CHM13v2.0/GCF_009914755.1_T2T-CHM13v2.0_assembly_report.txt' + params.refseq_chr_lookup = params.refseq_chr_lookup ?: '$7,$10' // NC_ accession -> chr1-style name + params.epd_promoter_bed_url = params.epd_promoter_bed_url ?: 'https://epd.expasy.org/ftp/epdnew/human/006/Hs_EPDnew_006_hg38.bed' + params.old_new_chain_url = params.old_new_chain_url ?: 'https://hgdownload.soe.ucsc.edu/goldenPath/hg38/liftOver/hg38ToHs1.over.chain.gz' +} + +// Validate that all genome-specific params are set — either via a shortcut or directly on the CLI +def _required_genome_params = [ + 'genome', 'ucsc_cpg_islands_gtf', 'cpg_chr_lookup', + 'refseq_gff_url', 'ncbi_assembly_report_url', 'refseq_chr_lookup', + 'epd_promoter_bed_url', 'old_new_chain_url' +] +def _missing = _required_genome_params.findAll { params[it] == null } +if (_missing) { + error """\ + Missing required genome parameters: ${_missing.join(', ')} + Use --mouse or --human_t2t2 for preset assemblies, or provide these params directly for a custom assembly. + """.stripIndent() } @@ -126,7 +156,7 @@ process clean_cpg_islands_gtf { script: """ awk -v OFS='\\t' -v FS='\\t' 'NR==FNR {dict[\$1]=\$2; next} {\$1=dict[\$1]; print}' \ - <(grep -v '^#' ${assembly_report} | awk -v OFS='\\t' -v FS='\\t' '{print ${cpg_chr_lookup}}' | tr -d '\\r') \ + <(grep -v '^#' ${assembly_report} | awk -v OFS='\\t' -v FS='\\t' '{print ${params.cpg_chr_lookup}}' | tr -d '\\r') \ <(zcat -f ${ucsc_cpg_gtf} | grep -v '^#') \ | awk -v FS='\t' -v OFS='\t' '{print \$1,\$1":"\$4"-"\$5,\$3,\$4,\$5,\$6,\$7,\$8,\$9}' \ > cpg_islands.uniqname.gtf @@ -147,11 +177,11 @@ process cpg_island_counts{ script: """ - featureCounts --primary ${feature_count_dup_option} -Q 10 -M -f -o -O --fraction -p -P -B -C \ - -a ${gtf} \ - --tmpDir ${params.tmp_dir} \ - -T ${task.cpus} \ - -o cpg_island_counts.tsv *.bam + featureCounts --primary ${feature_count_dup_option} -Q 10 -M -f -o -O --fraction -p -P -B -C \ + -a ${gtf} \ + --tmpDir ${params.tmp_dir} \ + -T ${task.cpus} \ + -o cpg_island_counts.tsv *.bam """ } @@ -166,7 +196,7 @@ process refseq_feature_download { script: """ - curl -fsSl ${url} | zcat -f > refseq.gff + curl -fsSl ${url} | zcat -f > refseq.gff """ } @@ -186,7 +216,9 @@ process refseq_feature_gffs { script: """ awk -v OFS='\\t' -v FS='\\t' 'NR==FNR {dict[\$1]=\$2; next} {\$1=dict[\$1]; print}' \ - <(grep -v '^#' ${assembly_report} | awk -v OFS='\\t' -v FS='\\t' '{print ${refseq_chr_lookup}}' | tr -d '\\r') \ + <(grep -v '^#' ${assembly_report} \ + | awk -v OFS='\\t' -v FS='\\t' '{print ${params.refseq_chr_lookup}}' \ + | tr -d '\\r') \ <(zcat -f ${gff} | grep -v '^#') \ | grep "GeneID:" \ | grep -P -v "_alt\\t" \ @@ -290,25 +322,6 @@ process refseq_feature_counts { """ } -process feature_violin { - cpus 1 - memory '32 GB' - conda "scipy pandas matplotlib seaborn" - publishDir "${params.output_dir}/features/violin", mode: 'copy' - - input: - path(methylation) - - output: - tuple path("*.png"), path("*.svg"), path("*.tsv") - - script: - """ - #!/usr/bin/env python - - """ -} - process feature_depth_bokeh { cpus 1 memory '8 GB' @@ -330,8 +343,6 @@ process feature_depth_bokeh { process combine_counts { publishDir "${params.output_dir}", mode: 'copy' - errorStrategy { task.exitStatus == 141 ? 'ignore' : 'terminate' } - input: path(feature_counts) path(cpg_counts) @@ -342,15 +353,17 @@ process combine_counts { script: """ - set +o pipefail - echo -n 'File\t' > combined_feature_counts.tsv - grep -hve '^\\s*\$' -e '^#' ${cpg_counts} | head -n 1 >> combined_feature_counts.tsv + # Read the header directly with awk to avoid SIGPIPE from grep|head + awk '!/^[[:space:]]*\$/ && !/^#/ {print; exit}' ${cpg_counts} >> combined_feature_counts.tsv for f in ${feature_counts} ${cpg_counts} ${epd_counts}; do filebase=\$(basename "\${f}" _counts.tsv) - lines=\$(wc -l <(grep -ve '^\\s*\$' -e '^#' "\$f") | cut -f 1 -d ' ') - paste <( yes \${filebase} | head -n \$lines ) <(grep -ve '^\\s*\$' -e '^#' "\$f") | tail -n +2 >> combined_feature_counts.tsv + # Count data lines without piping through head/wc on process substitutions + lines=\$(grep -ve '^\\s*\$' -e '^#' "\${f}" | awk 'END{print NR}') + # Use awk to repeat filebase n times instead of 'yes | head' (avoids SIGPIPE) + paste <(awk -v n="\${lines}" -v name="\${filebase}" 'BEGIN{for(i=0;i> combined_feature_counts.tsv done """ } @@ -361,7 +374,7 @@ workflow { // Define channels methylkits = Channel.fromPath(params.mk_files) .map{ it -> tuple(it.baseName.split(".methylKit")[0], it.baseName.split(".methylKit")[0].split("_")[-1], it)} - .filter{it[1] == "CpG"} + .filter{ params.context.tokenize(',').contains(it[1]) } bams = Channel.fromFilePairs(params.bam_files_glob, checkIfExists: true) ucsc_cpg_islands_gtf = Channel.fromPath(params.ucsc_cpg_islands_gtf, checkIfExists: true).first() @@ -401,9 +414,6 @@ workflow { feature_counts = refseq_feature_counts(feature_saf_for_counts, all_bam_files) - // Violin plots - feature_violin(combined_methylation_out.collect()) - // Combine all counts combined_counts = combine_counts(feature_counts.collect(), cpg_counts, epd_counts) From 78e7deff1443ee6ff707acf51634c012da931206 Mon Sep 17 00:00:00 2001 From: Brad Langhorst Date: Sun, 24 May 2026 08:24:42 -0400 Subject: [PATCH 4/9] tries to fix multiqc fail issue --- lib/versions.nf | 13 ++++++++++++- 1 file changed, 12 insertions(+), 1 deletion(-) diff --git a/lib/versions.nf b/lib/versions.nf index f0c0e85..823ad71 100644 --- a/lib/versions.nf +++ b/lib/versions.nf @@ -1,10 +1,21 @@ def createVersionsFile(versions_topic) { + // ESC character (0x1B) — computed to avoid embedding control chars in source. + // Some tools (e.g. picard, fgbio) emit ANSI colour codes even without a TTY; + // strip them here so emseq_mqc_versions.yml stays valid YAML. + def ESC = String.valueOf((char) 27) + versions_topic | unique() | groupTuple() | map{process, names, versions -> def pairs = [names, versions].transpose() - """${process.tokenize(':').last()}:\n${pairs.collect { name, version -> " ${name}: \"${version}\"" }.join('\n')}\n""".stripIndent() + """${process.tokenize(':').last()}:\n${pairs.collect { name, version -> + def clean = version + .replaceAll(ESC + "\\[[0-9;]*[A-Za-z]", "") // strip CSI sequences: ESC [ params letter + .replaceAll(ESC, "") // strip any remaining bare ESC chars + .trim() + " ${name}: \"${clean}\"" + }.join('\n')}\n""".stripIndent() } | collectFile(name: 'emseq_mqc_versions.yml') } From 07b54e5b5d25a9578be5fe5bc9837ecbb73f3587 Mon Sep 17 00:00:00 2001 From: Brad Langhorst Date: Sun, 24 May 2026 12:22:46 -0400 Subject: [PATCH 5/9] Refactor to address warnings about parameter redefindition --- feature_cov_meth.nf | 112 ++++++++++++++++++++++++-------------------- 1 file changed, 60 insertions(+), 52 deletions(-) diff --git a/feature_cov_meth.nf b/feature_cov_meth.nf index e4e5e3f..8c9c8e7 100644 --- a/feature_cov_meth.nf +++ b/feature_cov_meth.nf @@ -3,7 +3,7 @@ nextflow.enable.dsl=2 params.mk_files = '*.methylKit.gz' params.bam_files_glob = '*.md.{bam,bam.bai}' params.tmp_dir = '/tmp/' -params.output_dir = 'cov_vs_meth.output' +params.output_dir = 'feature_cov.output' params.count_dup_reads = false params.mouse = false params.human_t2t2 = false @@ -11,11 +11,11 @@ params.context = 'CpG' // methylation context(s) to analyse; comma-separated fo // Path to locally cached reference files used by the --mouse and --human_t2t2 shortcuts. // Override with --local_ref_files_path for a different location. -params.local_ref_files_path = '/mnt/home/langhorst/nebnext_projects/em-seq/em-seq_ref_files' +params.local_ref_files_path = '${HOME}/nebnext_projects/em-seq/em-seq_ref_files' -// All genome-specific params below can be set directly on the command line for custom assemblies. -// --mouse and --human_t2t2 are convenience shortcuts that pre-populate them. -// cpg_chr_lookup / refseq_chr_lookup are awk column specs (src_col,dest_col) that translate +// Genome-specific params declared once with null defaults. +// Set these on the CLI for a custom assembly; --mouse and --human_t2t2 pre-populate them. +// cpg_chr_lookup / refseq_chr_lookup are awk column specs (src_col,dest_col) translating // assembly-report accession IDs to the chromosome naming used in BAMs and GTF/SAF files. params.genome = null params.ucsc_cpg_islands_gtf = null @@ -28,38 +28,50 @@ params.old_new_chain_url = null feature_count_dup_option = params.count_dup_reads ? '' : '--ignoreDup' -if (params.mouse) { - params.genome = params.genome ?: "${params.local_ref_files_path}/grcm39+meth_controls.fa" - params.ucsc_cpg_islands_gtf = params.ucsc_cpg_islands_gtf ?: "${params.local_ref_files_path}/grcm39_cpg_islands.gtf.gz" - params.cpg_chr_lookup = params.cpg_chr_lookup ?: '$10,$5' // assembly report col10 (chrN) -> col5 (GenBank accession) - params.refseq_gff_url = params.refseq_gff_url ?: 'https://ftp.ncbi.nlm.nih.gov/genomes/refseq/vertebrate_mammalian/Mus_musculus/annotation_releases/109/GCF_000001635.27_GRCm39/GCF_000001635.27_GRCm39_genomic.gff.gz' - params.ncbi_assembly_report_url = params.ncbi_assembly_report_url ?: 'https://ftp.ncbi.nlm.nih.gov/genomes/refseq/vertebrate_mammalian/Mus_musculus/annotation_releases/109/GCF_000001635.27_GRCm39/GCF_000001635.27_GRCm39_assembly_report.txt' - params.refseq_chr_lookup = params.refseq_chr_lookup ?: '$7,$5' // NC_ accession -> GenBank chr name - params.epd_promoter_bed_url = params.epd_promoter_bed_url ?: 'https://epd.expasy.org/ftp/epdnew/M_musculus/003/Mm_EPDnew_003_mm10.bed' - params.old_new_chain_url = params.old_new_chain_url ?: 'http://hgdownload.cse.ucsc.edu/goldenPath/mm10/liftOver/mm10ToMm39.over.chain.gz' -} - -if (params.human_t2t2) { - params.genome = params.genome ?: "${params.local_ref_files_path}/T2T_chm13v2.0+bs_controls.fa" - params.ucsc_cpg_islands_gtf = params.ucsc_cpg_islands_gtf ?: "${params.local_ref_files_path}/t2t2_ucsc_cpg_islands.gtf.gz" - params.cpg_chr_lookup = params.cpg_chr_lookup ?: '$10,$10' // T2T: col10 used for both source and dest - params.refseq_gff_url = params.refseq_gff_url ?: 'https://ftp.ncbi.nlm.nih.gov/genomes/refseq/vertebrate_mammalian/Homo_sapiens/annotation_releases/110/GCF_009914755.1_T2T-CHM13v2.0/GCF_009914755.1_T2T-CHM13v2.0_genomic.gff.gz' - params.ncbi_assembly_report_url = params.ncbi_assembly_report_url ?: 'https://ftp.ncbi.nlm.nih.gov/genomes/refseq/vertebrate_mammalian/Homo_sapiens/annotation_releases/110/GCF_009914755.1_T2T-CHM13v2.0/GCF_009914755.1_T2T-CHM13v2.0_assembly_report.txt' - params.refseq_chr_lookup = params.refseq_chr_lookup ?: '$7,$10' // NC_ accession -> chr1-style name - params.epd_promoter_bed_url = params.epd_promoter_bed_url ?: 'https://epd.expasy.org/ftp/epdnew/human/006/Hs_EPDnew_006_hg38.bed' - params.old_new_chain_url = params.old_new_chain_url ?: 'https://hgdownload.soe.ucsc.edu/goldenPath/hg38/liftOver/hg38ToHs1.over.chain.gz' -} - -// Validate that all genome-specific params are set — either via a shortcut or directly on the CLI -def _required_genome_params = [ - 'genome', 'ucsc_cpg_islands_gtf', 'cpg_chr_lookup', - 'refseq_gff_url', 'ncbi_assembly_report_url', 'refseq_chr_lookup', - 'epd_promoter_bed_url', 'old_new_chain_url' +// Preset maps for known assemblies. Using local maps rather than re-assigning params +// avoids Nextflow lint warnings about params being defined multiple times. +def mouse_preset = [ + genome: "${params.local_ref_files_path}/grcm39+meth_controls.fa", + ucsc_cpg_islands_gtf: "${params.local_ref_files_path}/grcm39_cpg_islands.gtf.gz", + cpg_chr_lookup: '$10,$5', // assembly report col10 (chrN) -> col5 (GenBank accession) + refseq_gff_url: 'https://ftp.ncbi.nlm.nih.gov/genomes/refseq/vertebrate_mammalian/Mus_musculus/annotation_releases/109/GCF_000001635.27_GRCm39/GCF_000001635.27_GRCm39_genomic.gff.gz', + ncbi_assembly_report_url: 'https://ftp.ncbi.nlm.nih.gov/genomes/refseq/vertebrate_mammalian/Mus_musculus/annotation_releases/109/GCF_000001635.27_GRCm39/GCF_000001635.27_GRCm39_assembly_report.txt', + refseq_chr_lookup: '$7,$5', // NC_ accession -> GenBank chr name + epd_promoter_bed_url: 'https://epd.expasy.org/ftp/epdnew/M_musculus/003/Mm_EPDnew_003_mm10.bed', + old_new_chain_url: 'http://hgdownload.cse.ucsc.edu/goldenPath/mm10/liftOver/mm10ToMm39.over.chain.gz', ] -def _missing = _required_genome_params.findAll { params[it] == null } -if (_missing) { +def t2t_preset = [ + genome: "${params.local_ref_files_path}/T2T_chm13v2.0+bs_controls.fa", + ucsc_cpg_islands_gtf: "${params.local_ref_files_path}/t2t2_ucsc_cpg_islands.gtf.gz", + cpg_chr_lookup: '$10,$10', // T2T: col10 used for both source and dest + refseq_gff_url: 'https://ftp.ncbi.nlm.nih.gov/genomes/refseq/vertebrate_mammalian/Homo_sapiens/annotation_releases/110/GCF_009914755.1_T2T-CHM13v2.0/GCF_009914755.1_T2T-CHM13v2.0_genomic.gff.gz', + ncbi_assembly_report_url: 'https://ftp.ncbi.nlm.nih.gov/genomes/refseq/vertebrate_mammalian/Homo_sapiens/annotation_releases/110/GCF_009914755.1_T2T-CHM13v2.0/GCF_009914755.1_T2T-CHM13v2.0_assembly_report.txt', + refseq_chr_lookup: '$7,$10', // NC_ accession -> chr1-style name + epd_promoter_bed_url: 'https://epd.expasy.org/ftp/epdnew/human/006/Hs_EPDnew_006_hg38.bed', + old_new_chain_url: 'https://hgdownload.soe.ucsc.edu/goldenPath/hg38/liftOver/hg38ToHs1.over.chain.gz', +] +def preset = params.mouse ? mouse_preset : (params.human_t2t2 ? t2t_preset : [:]) + +// Resolve effective values: CLI param > preset default > null. +// Collected into a single `ref` map so references throughout the file are +// unambiguous (ref.genome, ref.cpg_chr_lookup, …) and won't shadow +// bash variables inside process script blocks. +def ref = [ + genome: params.genome ?: preset.genome, + ucsc_cpg_islands_gtf: params.ucsc_cpg_islands_gtf ?: preset.ucsc_cpg_islands_gtf, + cpg_chr_lookup: params.cpg_chr_lookup ?: preset.cpg_chr_lookup, + refseq_gff_url: params.refseq_gff_url ?: preset.refseq_gff_url, + ncbi_assembly_report_url: params.ncbi_assembly_report_url ?: preset.ncbi_assembly_report_url, + refseq_chr_lookup: params.refseq_chr_lookup ?: preset.refseq_chr_lookup, + epd_promoter_bed_url: params.epd_promoter_bed_url ?: preset.epd_promoter_bed_url, + old_new_chain_url: params.old_new_chain_url ?: preset.old_new_chain_url, +] + +// Validate all required genome values are set +def missing = ref.findAll { k, v -> v == null }.keySet().toList() +if (missing) { error """\ - Missing required genome parameters: ${_missing.join(', ')} + Missing required genome parameters: ${missing.join(', ')} Use --mouse or --human_t2t2 for preset assemblies, or provide these params directly for a custom assembly. """.stripIndent() } @@ -156,7 +168,7 @@ process clean_cpg_islands_gtf { script: """ awk -v OFS='\\t' -v FS='\\t' 'NR==FNR {dict[\$1]=\$2; next} {\$1=dict[\$1]; print}' \ - <(grep -v '^#' ${assembly_report} | awk -v OFS='\\t' -v FS='\\t' '{print ${params.cpg_chr_lookup}}' | tr -d '\\r') \ + <(grep -v '^#' ${assembly_report} | awk -v OFS='\\t' -v FS='\\t' '{print ${ref.cpg_chr_lookup}}' | tr -d '\\r') \ <(zcat -f ${ucsc_cpg_gtf} | grep -v '^#') \ | awk -v FS='\t' -v OFS='\t' '{print \$1,\$1":"\$4"-"\$5,\$3,\$4,\$5,\$6,\$7,\$8,\$9}' \ > cpg_islands.uniqname.gtf @@ -217,7 +229,7 @@ process refseq_feature_gffs { """ awk -v OFS='\\t' -v FS='\\t' 'NR==FNR {dict[\$1]=\$2; next} {\$1=dict[\$1]; print}' \ <(grep -v '^#' ${assembly_report} \ - | awk -v OFS='\\t' -v FS='\\t' '{print ${params.refseq_chr_lookup}}' \ + | awk -v OFS='\\t' -v FS='\\t' '{print ${ref.refseq_chr_lookup}}' \ | tr -d '\\r') \ <(zcat -f ${gff} | grep -v '^#') \ | grep "GeneID:" \ @@ -238,7 +250,7 @@ process refseq_feature_gffs { # need to switch to bed for intersection later tail -n +2 flat_name_converted.saf \ | awk -v OFS='\\t' -v FS='\\t' '{print \$2,\$3-1,\$4,\$1,"-",\$5}' \ - | bedtools sort -faidx ${params.genome}.fai -i /dev/stdin > ${feature}_flat.bed + | bedtools sort -faidx ${ref.genome}.fai -i /dev/stdin > ${feature}_flat.bed # filters by feature type awk -v type=${feature} -v OFS='\\t' -v FS='\\t' '(\$3==type) { print}' name_converted.gff > ${feature}.gff @@ -292,8 +304,9 @@ process combine_feature_methylation { echo 'Feature\tLocus\tMeth' > ${sample_id}_${context}_combined_methylation.tsv for f in ${methylation_files} ; do filebase=\$(basename "\${f}" _methylation.tsv) - lines=\$(wc -l <(grep -ve '^\\s*\$' -e '^#' "\$f") | cut -f 1 -d ' ') - paste <( yes \${filebase} | head -n \$lines ) <(grep -ve '^\\s*\$' -e '^#' "\$f") >> ${sample_id}_${context}_combined_methylation.tsv + # Use awk to prepend the feature name — avoids SIGPIPE from 'yes | head' + awk -v name="\${filebase}" -v OFS='\\t' 'NF && !/^[[:space:]]*\$/ && !/^#/ {print name, \$0}' "\${f}" \ + >> ${sample_id}_${context}_combined_methylation.tsv done """ } @@ -377,20 +390,15 @@ workflow { .filter{ params.context.tokenize(',').contains(it[1]) } bams = Channel.fromFilePairs(params.bam_files_glob, checkIfExists: true) - ucsc_cpg_islands_gtf = Channel.fromPath(params.ucsc_cpg_islands_gtf, checkIfExists: true).first() - ncbi_assembly_report_url = Channel.value(params.ncbi_assembly_report_url) - refseq_gff_url = Channel.value(params.refseq_gff_url) - epd_promoter_bed_url = Channel.value(params.epd_promoter_bed_url) - old_new_chain_url = Channel.value(params.old_new_chain_url) // Run processes - chain_file = fetch_chain_file(old_new_chain_url) - ncbi_assembly_report = fetch_refseq_assembly_report(ncbi_assembly_report_url) - epd_promoters_gtf = clean_epd_gtf(epd_promoter_bed_url, ncbi_assembly_report, chain_file) - epd_counts = epd_promoter_counts(epd_promoters_gtf, bams.map{ it -> it[1] }.collect()) - cpg_islands_gtf = clean_cpg_islands_gtf(ucsc_cpg_islands_gtf, ncbi_assembly_report) - cpg_counts = cpg_island_counts(cpg_islands_gtf, bams.map{ it -> it[1] }.collect()) - refseq_gff = refseq_feature_download(refseq_gff_url) + chain_file = fetch_chain_file(Channel.value(ref.old_new_chain_url)) + ncbi_assembly_report = fetch_refseq_assembly_report(Channel.value(ref.ncbi_assembly_report_url)) + epd_promoters_gtf = clean_epd_gtf(Channel.value(ref.epd_promoter_bed_url), ncbi_assembly_report, chain_file) + epd_counts = epd_promoter_counts(epd_promoters_gtf, bams.map{ it -> it[1] }.collect()) + cpg_islands_gtf = clean_cpg_islands_gtf(Channel.fromPath(ref.ucsc_cpg_islands_gtf, checkIfExists: true).first(), ncbi_assembly_report) + cpg_counts = cpg_island_counts(cpg_islands_gtf, bams.map{ it -> it[1] }.collect()) + refseq_gff = refseq_feature_download(Channel.value(ref.refseq_gff_url)) // Define feature types refseq_feature_types = Channel.of('exon', 'CDS', 'gene', 'mRNA', 'mRNAexon', 'mRNAexon1') From 52b373267cfe0e5da809a41467a3e9c1a1660286 Mon Sep 17 00:00:00 2001 From: Brad Langhorst Date: Sun, 24 May 2026 12:43:54 -0400 Subject: [PATCH 6/9] silences warning about max_memory being unset --- nextflow.config | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/nextflow.config b/nextflow.config index 91db943..b31b4fe 100644 --- a/nextflow.config +++ b/nextflow.config @@ -21,6 +21,10 @@ params { methyl_quality_threshold = 20 single_end = false + // Optional memory cap applied across all processes (e.g. --max_memory 30.GB). + // null means no cap — per-process defaults in conf/base.config apply. + max_memory = null + // NEB only path_to_ngs_agg = null workflow_name_modifier = null From 48f60e11de98f50dc44bb257ad7554f65caa77c4 Mon Sep 17 00:00:00 2001 From: Brad Langhorst Date: Sun, 24 May 2026 12:44:47 -0400 Subject: [PATCH 7/9] need double quotes for variable expansion --- feature_cov_meth.nf | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/feature_cov_meth.nf b/feature_cov_meth.nf index 8c9c8e7..1b630d9 100644 --- a/feature_cov_meth.nf +++ b/feature_cov_meth.nf @@ -11,7 +11,7 @@ params.context = 'CpG' // methylation context(s) to analyse; comma-separated fo // Path to locally cached reference files used by the --mouse and --human_t2t2 shortcuts. // Override with --local_ref_files_path for a different location. -params.local_ref_files_path = '${HOME}/nebnext_projects/em-seq/em-seq_ref_files' +params.local_ref_files_path = "${HOME}/nebnext_projects/em-seq/em-seq_ref_files" // Genome-specific params declared once with null defaults. // Set these on the CLI for a custom assembly; --mouse and --human_t2t2 pre-populate them. From f25d27e7dab1ec25ad0d27846d47648b27cdb8e0 Mon Sep 17 00:00:00 2001 From: Brad Langhorst Date: Sun, 24 May 2026 12:49:29 -0400 Subject: [PATCH 8/9] Improve group/subgroup detection for library names --- bin/feature_depth_bokeh.py | 97 ++++++++++++++++++++++++++++++-------- 1 file changed, 77 insertions(+), 20 deletions(-) diff --git a/bin/feature_depth_bokeh.py b/bin/feature_depth_bokeh.py index 1b07c56..642173b 100755 --- a/bin/feature_depth_bokeh.py +++ b/bin/feature_depth_bokeh.py @@ -46,25 +46,72 @@ ID_COLS = ['File', 'Geneid', 'Chr', 'Start', 'End', 'Strand', 'Length'] -def parse_lib(name): - """Split a library name into group and replicate. +def analyze_name_components(libraries): + """Choose which name-component positions to use for group and subgroup labels. - Names are tokenised on '_' and '-'; the last token is taken as the - replicate identifier and everything before it becomes the group label. - This generic split works with any naming convention without hard-coding - enzyme names or other project-specific components. + All library names are tokenised on '_' and '-'. At each component position + the number of distinct values across all libraries is counted. Positions + where every library shares the same value carry no information and are + skipped. The remaining positions are ranked by ascending distinct-value + count: + + * fewest distinct values → ``group`` (top bold separator + label) + * second fewest distinct → ``subgroup`` (angled annotation above replicates) + + The last component serves as ``replicate`` (x-axis tick label) + if it looks like a replicate + r'^(?:rep(?:licate)?|r)?\d+$' + r'|^[A-Za-z]$' + + Returns ``(group_idx, subgroup_idx)``. Either may be ``None`` when there + are not enough informative positions. """ + if not libraries: + return None, None + + all_parts = [re.split(r'[_\-]', lib) for lib in libraries] + max_len = max(len(p) for p in all_parts) + # Pad shorter splits so positions align across all libraries + padded = [p + [''] * (max_len - len(p)) for p in all_parts] + + # Only exclude the last position from frequency ranking if every library's + # last component looks like a replicate identifier (digits, rep1, r2, A, …). + # If the last component is something meaningful like 'control' or 'treated' + # it should compete normally for the group/subgroup roles. + last_vals = [re.split(r'[_\-]', lib)[-1] for lib in libraries] + exclude_last = all(RE_REPLICATE_LIKE.match(v) for v in last_vals) + search_end = max_len - 1 if exclude_last else max_len + + informative = [] + for i in range(search_end): + n_distinct = len({row[i] for row in padded}) + if n_distinct > 1: # skip positions identical across all libraries + informative.append((n_distinct, i)) + + informative.sort() # ascending: fewest distinct values first + group_idx = informative[0][1] if len(informative) >= 1 else None + subgroup_idx = informative[1][1] if len(informative) >= 2 else None + return group_idx, subgroup_idx + + +def get_component(name, idx): + """Return the *idx*-th component of *name* (split on '_' or '-'), or ''.""" + if idx is None: + return '' parts = re.split(r'[_\-]', name) - replicate = parts[-1] if len(parts) > 1 else name - group = '_'.join(parts[:-1]) if len(parts) > 1 else name - return { - 'library': name, - 'group': group, - 'replicate': replicate, - } + return parts[idx] if idx < len(parts) else '' + +RE_METACHAR = re.compile(r'[\\^$.|?*+(){}[\]]') -_RE_METACHAR = re.compile(r'[\\^$.|?*+(){}[\]]') +# Matches component values that look like replicate identifiers: +# pure digits (1, 2, 12), optional rep/r prefix + digits (rep1, r2, REP3, +# replicate1), or a single letter (A, B, a, b). +RE_REPLICATE_LIKE = re.compile( + r'^(?:rep(?:licate)?|r)?\d+$' + r'|^[A-Za-z]$', + re.IGNORECASE, +) def build_strip_re(raw): @@ -75,7 +122,7 @@ def build_strip_re(raw): so plain strings like '.ds.md.bam' work without requiring the user to escape dots or add a '$'. """ - if _RE_METACHAR.search(raw): + if RE_METACHAR.search(raw): return raw return re.escape(raw) + '$' @@ -185,12 +232,20 @@ def main(): print('[feature_depth_bokeh] no depth cap applied', file=sys.stderr) libraries = long['library'].unique().to_list() - meta_rows = [parse_lib(lib) for lib in libraries] + group_idx, subgroup_idx = analyze_name_components(libraries) + + meta_rows = [] + for lib in libraries: + parts = re.split(r'[_\-]', lib) + replicate = parts[-1] if len(parts) > 1 else lib + group = get_component(lib, group_idx) or lib # fall back to full name if no grouping + subgroup = get_component(lib, subgroup_idx) + meta_rows.append({'library': lib, 'group': group, 'subgroup': subgroup, 'replicate': replicate}) meta = pl.DataFrame(meta_rows) - # Sort by group then replicate for a consistent, predictable x-axis ordering + # Sort by group → subgroup → replicate for a consistent, predictable x-axis ordering meta = ( - meta.sort(['group', 'replicate']) + meta.sort(['group', 'subgroup', 'replicate']) .with_columns(pl.int_range(0, pl.len()).alias('idx')) ) @@ -204,7 +259,7 @@ def main(): ) long = long.join( - meta.select(['library', 'group', 'replicate', 'idx', 'color']), + meta.select(['library', 'group', 'subgroup', 'replicate', 'idx', 'color']), on='library', how='inner', ) @@ -227,7 +282,7 @@ def main(): N = meta.height replicate_by_idx = {int(i): str(r) for i, r in zip(meta['idx'].to_list(), meta['replicate'].to_list())} ab_x = meta['idx'].to_list() - ab_text = meta['group'].to_list() + ab_text = meta['subgroup'].to_list() # Precompute per-(feature, library, threshold) counts of rows with # depth_orig >= threshold. Used for the in-HTML "show count above" widget. @@ -445,6 +500,7 @@ def build_column(scale, plot_type, y_mode): depth=outliers['depth'].to_list(), library=outliers['library'].to_list(), group=outliers['group'].to_list(), + subgroup=outliers['subgroup'].to_list(), chrom=outliers['Chr'].to_list(), geneid=outliers['Geneid'].cast(pl.Utf8).to_list(), )) @@ -455,6 +511,7 @@ def build_column(scale, plot_type, y_mode): p.add_tools(HoverTool(renderers=[r], tooltips=[ ('library', '@library'), ('group', '@group'), + ('subgroup', '@subgroup'), ('chr', '@chrom'), ('geneid', '@geneid'), ('depth', '@depth'), From c314f06c444d3d96eb92b105db27d9fc692e5642 Mon Sep 17 00:00:00 2001 From: Brad Langhorst Date: Sun, 24 May 2026 13:07:21 -0400 Subject: [PATCH 9/9] Fix chromosome lookup in clean_epd_gtf process --- feature_cov_meth.nf | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/feature_cov_meth.nf b/feature_cov_meth.nf index 1b630d9..1890f40 100644 --- a/feature_cov_meth.nf +++ b/feature_cov_meth.nf @@ -129,7 +129,7 @@ process clean_epd_gtf { CrossMap gff ${chain_file} epd_promoters_oldref.gtf epd_promoters_newref.gtf awk -v OFS='\\t' -v FS='\\t' 'NR==FNR {dict[\$1]=\$2; next} {\$1=dict[\$1]; print}' \ - <(grep -v '^#' ${assembly_report} | awk -v OFS='\\t' -v FS='\\t' '{print \$10,\$5}' | tr -d '\\r') \ + <(grep -v '^#' ${assembly_report} | awk -v OFS='\\t' -v FS='\\t' '{print ${ref.cpg_chr_lookup}}' | tr -d '\\r') \ <(zcat -f epd_promoters_newref.gtf | grep -v '^#') > epd_promoters.gtf """ }