From 86b442e9ec52e23261979b7bbfb447134dc3908c Mon Sep 17 00:00:00 2001 From: aladinor Date: Wed, 29 Jan 2025 14:12:23 -0600 Subject: [PATCH 01/18] reformating notebooks using black --- notebooks/1.Sigmet2Zarr.ipynb | 46 +- notebooks/NexRad2Zarr.ipynb | 16 +- notebooks/Poster.ipynb | 77 +-- notebooks/RYZHKOV-QVP.ipynb | 122 ++-- notebooks/dtree_args.ipynb | 1131 +++++++++++++++++++++++++++++++++ notebooks/radar.mp4 | Bin 0 -> 439240 bytes notebooks/radar_dtree.ipynb | 555 ++++++++++++++++ 7 files changed, 1833 insertions(+), 114 deletions(-) create mode 100644 notebooks/dtree_args.ipynb create mode 100644 notebooks/radar.mp4 create mode 100644 notebooks/radar_dtree.ipynb diff --git a/notebooks/1.Sigmet2Zarr.ipynb b/notebooks/1.Sigmet2Zarr.ipynb index 8d84dd8..37bce59 100755 --- a/notebooks/1.Sigmet2Zarr.ipynb +++ b/notebooks/1.Sigmet2Zarr.ipynb @@ -660,7 +660,7 @@ "v = 2\n", "consolidated = False if v == 3 else True\n", "# Store path to save radar datatree in Zarr format\n", - "zarr_store = f'../zarr/{radar_name}.zarr'\n", + "zarr_store = f\"../zarr/{radar_name}.zarr\"\n", "make_dir(zarr_store)\n", "\n", "# Lest define some dates to convert\n", @@ -686,11 +686,11 @@ "outputs": [], "source": [ "def accessor_wrapper(filename):\n", - " return prepare2append(xd.io.open_iris_datatree(\n", - " data_accessor(filename)),\n", - " append_dim=\"vcp_time\",\n", - " radar_name=\"GUA\"\n", - " )" + " return prepare2append(\n", + " xd.io.open_iris_datatree(data_accessor(filename)),\n", + " append_dim=\"vcp_time\",\n", + " radar_name=\"GUA\",\n", + " )" ] }, { @@ -810,7 +810,9 @@ " query = create_query(date=date_query, radar_site=radar_name)\n", " str_bucket = \"s3://s3-radaresideam/\"\n", " fs = fsspec.filesystem(\"s3\", anon=True)\n", - " radar_files = [f\"s3://{i}\" for i in sorted(fs.glob(f\"{str_bucket}{query}*\"))][550:600]\n", + " radar_files = [f\"s3://{i}\" for i in sorted(fs.glob(f\"{str_bucket}{query}*\"))][\n", + " 550:600\n", + " ]\n", " for files in batch(radar_files, n=12):\n", " bag = db.from_sequence(files, npartitions=len(files)).map(accessor_wrapper)\n", " ls_dtree = bag.compute()\n", @@ -891,11 +893,10 @@ "source": [ "%%time\n", "dt_radar = open_datatree(\n", - " # zarr_store, \n", - " \"../zarr/Guaviare_V2.zarr/\", \n", - "\n", - " engine='zarr',\n", - " chunks={}\n", + " # zarr_store,\n", + " \"../zarr/Guaviare_V2.zarr/\",\n", + " engine=\"zarr\",\n", + " chunks={},\n", ")" ] }, @@ -1421,7 +1422,7 @@ } ], "source": [ - "dt_radar['sweep_0']" + "dt_radar[\"sweep_0\"]" ] }, { @@ -2014,7 +2015,7 @@ } ], "source": [ - "ds_05 = dt_radar['sweep_0'].ds\n", + "ds_05 = dt_radar[\"sweep_0\"].ds\n", "display(ds_05)" ] }, @@ -2186,7 +2187,7 @@ " y=\"y\",\n", " cmap=\"ChaseSpectral\",\n", " clabel=\"Horizontal Reflectivity (dBZ)\",\n", - " title=f'Carimagua Radar',\n", + " title=f\"Carimagua Radar\",\n", " clim=(-20, 60),\n", " height=540,\n", " rasterize=True,\n", @@ -2753,7 +2754,7 @@ } ], "source": [ - "ds_sw9 = dt_radar['sweep_9'].ds\n", + "ds_sw9 = dt_radar[\"sweep_9\"].ds\n", "display(ds_sw9)" ] }, @@ -2774,7 +2775,7 @@ ], "source": [ "%%time\n", - "qvp = 10 * np.log10((10 ** (ds_sw9.DBZH / 10)).mean('azimuth'))" + "qvp = 10 * np.log10((10 ** (ds_sw9.DBZH / 10)).mean(\"azimuth\"))" ] }, { @@ -2784,7 +2785,12 @@ "metadata": {}, "outputs": [], "source": [ - "qvp = qvp.assign_coords(range=(qvp.range.values * np.sin(ds_sw9.sweep_fixed_angle.mean(skipna=True).values * np.pi / 180. )))" + "qvp = qvp.assign_coords(\n", + " range=(\n", + " qvp.range.values\n", + " * np.sin(ds_sw9.sweep_fixed_angle.mean(skipna=True).values * np.pi / 180.0)\n", + " )\n", + ")" ] }, { @@ -2815,7 +2821,9 @@ } ], "source": [ - "qvp.sel(range=slice(0, 12000)).plot(x='vcp_time', y='range', cmap='ChaseSpectral', vmin=-10, vmax=50)" + "qvp.sel(range=slice(0, 12000)).plot(\n", + " x=\"vcp_time\", y=\"range\", cmap=\"ChaseSpectral\", vmin=-10, vmax=50\n", + ")" ] }, { diff --git a/notebooks/NexRad2Zarr.ipynb b/notebooks/NexRad2Zarr.ipynb index 9e25ea4..053e4b1 100644 --- a/notebooks/NexRad2Zarr.ipynb +++ b/notebooks/NexRad2Zarr.ipynb @@ -789,7 +789,7 @@ } ], "source": [ - "append_parallel?" + "?append_parallel" ] }, { @@ -885,11 +885,7 @@ ], "source": [ "%%time\n", - "dt_radar = xr.open_datatree(\n", - " zarr_store, \n", - " engine='zarr',\n", - " chunks={}\n", - ")" + "dt_radar = xr.open_datatree(zarr_store, engine=\"zarr\", chunks={})" ] }, { @@ -34022,7 +34018,7 @@ } ], "source": [ - "ds_lowest = dt_radar['VCP-12/sweep_0'].ds\n", + "ds_lowest = dt_radar[\"VCP-12/sweep_0\"].ds\n", "display(ds_lowest)" ] }, @@ -34070,7 +34066,9 @@ } ], "source": [ - "ds_lowest.isel(vcp_time=1).DBZH.plot(x=\"x\", y=\"y\", cmap=\"ChaseSpectral\", vmin=-10, vmax=70)" + "ds_lowest.isel(vcp_time=1).DBZH.plot(\n", + " x=\"x\", y=\"y\", cmap=\"ChaseSpectral\", vmin=-10, vmax=70\n", + ")" ] }, { @@ -34194,7 +34192,7 @@ " y=\"y\",\n", " cmap=\"ChaseSpectral\",\n", " clabel=\"Horizontal Reflectivity (dBZ)\",\n", - " title=f'Carimagua Radar',\n", + " title=f\"Carimagua Radar\",\n", " clim=(-20, 60),\n", " height=540,\n", " rasterize=True,\n", diff --git a/notebooks/Poster.ipynb b/notebooks/Poster.ipynb index b452927..6020a81 100644 --- a/notebooks/Poster.ipynb +++ b/notebooks/Poster.ipynb @@ -22,7 +22,7 @@ "metadata": {}, "outputs": [], "source": [ - "cluster = LocalCluster() " + "cluster = LocalCluster()" ] }, { @@ -42,9 +42,7 @@ "metadata": {}, "outputs": [], "source": [ - "radar_dtree = open_datatree(path_datatree, \n", - " engine='zarr', \n", - " chunks={})" + "radar_dtree = open_datatree(path_datatree, engine=\"zarr\", chunks={})" ] }, { @@ -25757,7 +25755,7 @@ } ], "source": [ - "print(f'radar datatree size: {radar_dtree.nbytes / (1024 ** 3)} GB')" + "print(f\"radar datatree size: {radar_dtree.nbytes / (1024 ** 3)} GB\")" ] }, { @@ -25775,7 +25773,7 @@ "metadata": {}, "outputs": [], "source": [ - "ds_20deg = radar_dtree['sweep_9'].ds" + "ds_20deg = radar_dtree[\"sweep_9\"].ds" ] }, { @@ -25795,10 +25793,14 @@ ], "source": [ "%%time\n", - "qvp = 10 * np.log10((10 ** (ds_20deg.DBZH / 10)).mean('azimuth'))\n", - "qvp = qvp.assign_coords(range=(qvp.range.values / 1000 * \n", - " np.sin(ds_20deg.sweep_fixed_angle.mean(skipna=True).values \n", - " * np.pi / 180. )))" + "qvp = 10 * np.log10((10 ** (ds_20deg.DBZH / 10)).mean(\"azimuth\"))\n", + "qvp = qvp.assign_coords(\n", + " range=(\n", + " qvp.range.values\n", + " / 1000\n", + " * np.sin(ds_20deg.sweep_fixed_angle.mean(skipna=True).values * np.pi / 180.0)\n", + " )\n", + ")" ] }, { @@ -25828,18 +25830,15 @@ ], "source": [ "%%time\n", - "fig, ax = plt.subplots(figsize=(6,4), dpi=150)\n", - "qvp.sel(range=slice(0, 12)).sel(vcp_time='2022-06-04').plot(x='vcp_time', \n", - " y='range', \n", - " cmap='ChaseSpectral', \n", - " vmin=-10, \n", - " vmax=50, \n", - " ax=ax)\n", + "fig, ax = plt.subplots(figsize=(6, 4), dpi=150)\n", + "qvp.sel(range=slice(0, 12)).sel(vcp_time=\"2022-06-04\").plot(\n", + " x=\"vcp_time\", y=\"range\", cmap=\"ChaseSpectral\", vmin=-10, vmax=50, ax=ax\n", + ")\n", "ax.set_ylabel(r\"$Height \\ [km]$\")\n", - "ax.set_xlabel(r\"$Time \\ [UTC]$\");\n", - "ax.set_title(r\"$QVP \\ Guaviare \\ radar$\");\n", + "ax.set_xlabel(r\"$Time \\ [UTC]$\")\n", + "ax.set_title(r\"$QVP \\ Guaviare \\ radar$\")\n", "fig.tight_layout()\n", - "plt.savefig('../results/Guaviare_QVP.svg', bbox_inches='tight')" + "plt.savefig(\"../results/Guaviare_QVP.svg\", bbox_inches=\"tight\")" ] }, { @@ -25857,7 +25856,7 @@ "metadata": {}, "outputs": [], "source": [ - "ds_05deg = radar_dtree['sweep_0'].ds" + "ds_05deg = radar_dtree[\"sweep_0\"].ds" ] }, { @@ -25869,8 +25868,8 @@ "source": [ "def rain_rate(z, a=200, b=1.6, dt=5):\n", " \"\"\"\n", - " Function that computes rain rate from the Marshall & Palmer (1948) relationship. \n", - " This function also converts rain rates into rain depth by accumulating it at a \n", + " Function that computes rain rate from the Marshall & Palmer (1948) relationship.\n", + " This function also converts rain rates into rain depth by accumulating it at a\n", " given time delta\n", " \"\"\"\n", " z_lin = 10 ** (z / 10)\n", @@ -25894,7 +25893,7 @@ ], "source": [ "%%time\n", - "rr_depth = rain_rate(z=ds_05deg.DBZH, a=250, b=1.2).sum('vcp_time').load()" + "rr_depth = rain_rate(z=ds_05deg.DBZH, a=250, b=1.2).sum(\"vcp_time\").load()" ] }, { @@ -25935,20 +25934,24 @@ "proj_crs = xd.georeference.get_crs(ds_05deg)\n", "data_crs = ccrs.Projection(proj_crs)\n", "\n", - "fig, ax = plt.subplots(subplot_kw={'projection': ccrs.PlateCarree()}, dpi=150)\n", - "rr_depth.plot(x='x', y='y', cmap='nipy_spectral',\n", - " cbar_kwargs={'label': r\"$Rain \\ depth \\ [mm]$\", \n", - " 'pad':0.025, \n", - " }, \n", - " ax=ax, \n", - " transform=data_crs, \n", - " vmin=0, \n", - " vmax=300,\n", - " )\n", + "fig, ax = plt.subplots(subplot_kw={\"projection\": ccrs.PlateCarree()}, dpi=150)\n", + "rr_depth.plot(\n", + " x=\"x\",\n", + " y=\"y\",\n", + " cmap=\"nipy_spectral\",\n", + " cbar_kwargs={\n", + " \"label\": r\"$Rain \\ depth \\ [mm]$\",\n", + " \"pad\": 0.025,\n", + " },\n", + " ax=ax,\n", + " transform=data_crs,\n", + " vmin=0,\n", + " vmax=300,\n", + ")\n", "gl = ax.gridlines(draw_labels=True, ls=\"--\", lw=0.5)\n", - "gl.xlabel_style = {'size': 8}\n", - "gl.ylabel_style = {'size': 8}\n", - "ax.set_title(r'$Guaviare \\ Radar \\ QPE$')\n", + "gl.xlabel_style = {\"size\": 8}\n", + "gl.ylabel_style = {\"size\": 8}\n", + "ax.set_title(r\"$Guaviare \\ Radar \\ QPE$\")\n", "gl.top_labels = False\n", "gl.right_labels = False" ] diff --git a/notebooks/RYZHKOV-QVP.ipynb b/notebooks/RYZHKOV-QVP.ipynb index 4dc199f..ca66809 100644 --- a/notebooks/RYZHKOV-QVP.ipynb +++ b/notebooks/RYZHKOV-QVP.ipynb @@ -791,7 +791,9 @@ "metadata": {}, "outputs": [], "source": [ - "ds_qvp = dtree[\"/VCP-12/sweep_16\"].ds.sel(vcp_time=slice(\"2011-05-20 10:00\",\"2011-05-20 12:00\"))" + "ds_qvp = dtree[\"/VCP-12/sweep_16\"].ds.sel(\n", + " vcp_time=slice(\"2011-05-20 10:00\", \"2011-05-20 12:00\")\n", + ")" ] }, { @@ -801,16 +803,16 @@ "metadata": {}, "outputs": [], "source": [ - "def compute_qvp(ds: xr.Dataset, var=\"DBZH\")-> xr.DataArray:\n", + "def compute_qvp(ds: xr.Dataset, var=\"DBZH\") -> xr.DataArray:\n", " \"\"\"\n", " Computes a Quasi-Vertical Profile (QVP) from a radar time-series dataset.\n", - " \n", + "\n", " This function averages the specified variable over the azimuthal dimension\n", " to produce a QVP. If the variable is in dBZ (a logarithmic scale), it converts\n", - " the values to linear units before averaging and then converts the result \n", + " the values to linear units before averaging and then converts the result\n", " back to dBZ.\n", " \"\"\"\n", - " units: str = ds[var].attrs['units']\n", + " units: str = ds[var].attrs[\"units\"]\n", " if units.startswith(\"dB\"):\n", " qvp = 10 ** (ds[var] / 10)\n", " qvp = qvp.mean(\"azimuth\", skipna=True)\n", @@ -820,10 +822,15 @@ " qvp = qvp.mean(\"azimuth\", skipna=True)\n", "\n", " # computing heigth dimension\n", - " qvp = qvp.assign_coords({\"range\":(qvp.range.values * \n", - " np.sin(\n", - " ds.sweep_fixed_angle.mean(skipna=True).values * \n", - " np.pi / 180.)) /1000})\n", + " qvp = qvp.assign_coords(\n", + " {\n", + " \"range\": (\n", + " qvp.range.values\n", + " * np.sin(ds.sweep_fixed_angle.mean(skipna=True).values * np.pi / 180.0)\n", + " )\n", + " / 1000\n", + " }\n", + " )\n", "\n", " qvp = qvp.rename(f\"qvp_{var}\")\n", " qvp = qvp.rename({\"range\": \"height\"})\n", @@ -847,7 +854,9 @@ ], "source": [ "%%time\n", - "ds_qvp = dtree[\"/VCP-12/sweep_16\"].ds.sel(vcp_time=slice(\"2011-05-20 09:45\",\"2011-05-20 12:15\"))" + "ds_qvp = dtree[\"/VCP-12/sweep_16\"].ds.sel(\n", + " vcp_time=slice(\"2011-05-20 09:45\", \"2011-05-20 12:15\")\n", + ")" ] }, { @@ -918,16 +927,18 @@ " levels=np.arange(-10, 50, 10), # Contour lines every 10 units\n", " ax=axs[0][0],\n", ")\n", - "axs[0][0].clabel(contour_lines, fmt='%d', inline=True, fontsize=8)\n", + "axs[0][0].clabel(contour_lines, fmt=\"%d\", inline=True, fontsize=8)\n", "\n", "axs[0][0].set_title(r\"$Z$\")\n", "axs[0][0].set_xlabel(\"\")\n", "axs[0][0].set_ylabel(r\"$Height \\ [km]$\")\n", - "axs[0][0].set_ylim(0,7)\n", + "axs[0][0].set_ylim(0, 7)\n", "\n", - "cbar = plt.colorbar(cf, ax=axs[0][0], \n", - " label=r\"$Reflectivity \\ [dBZ]$\", \n", - " )\n", + "cbar = plt.colorbar(\n", + " cf,\n", + " ax=axs[0][0],\n", + " label=r\"$Reflectivity \\ [dBZ]$\",\n", + ")\n", "## ZDR plot\n", "cf1 = qvp_zdr.plot.contourf(\n", " x=\"vcp_time\",\n", @@ -945,15 +956,17 @@ " levels=np.arange(-10, 50, 10), # Contour lines every 10 units\n", " ax=axs[0][1],\n", ")\n", - "axs[0][1].clabel(contour_lines, fmt='%d', inline=True, fontsize=8) \n", + "axs[0][1].clabel(contour_lines, fmt=\"%d\", inline=True, fontsize=8)\n", "\n", "axs[0][1].set_title(r\"$Z_{DR}$\")\n", "axs[0][1].set_xlabel(\"\")\n", "axs[0][1].set_ylabel(r\"\")\n", "\n", - "cbar = plt.colorbar(cf1, ax=axs[0][1], \n", - " label=r\"$Diff. \\ Reflectivity \\ [dB]$\", \n", - " )\n", + "cbar = plt.colorbar(\n", + " cf1,\n", + " ax=axs[0][1],\n", + " label=r\"$Diff. \\ Reflectivity \\ [dB]$\",\n", + ")\n", "\n", "### RHOHV plot\n", "cf2 = qvp_rhohv.plot.contourf(\n", @@ -972,15 +985,17 @@ " levels=np.arange(-10, 50, 10), # Contour lines every 10 units\n", " ax=axs[1][0],\n", ")\n", - "axs[1][0].clabel(contour_lines, fmt='%d', inline=True, fontsize=8)\n", + "axs[1][0].clabel(contour_lines, fmt=\"%d\", inline=True, fontsize=8)\n", "\n", "axs[1][0].set_title(r\"$\\rho _{HV}$\")\n", "axs[1][0].set_ylabel(r\"$Height \\ [km]$\")\n", "axs[1][0].set_xlabel(r\"$Time \\ [UTC]$\")\n", "\n", - "cbar = plt.colorbar(cf2, ax=axs[1][0], \n", - " label=r\"$Cross-Correlation \\ Coef.$\", \n", - " )\n", + "cbar = plt.colorbar(\n", + " cf2,\n", + " ax=axs[1][0],\n", + " label=r\"$Cross-Correlation \\ Coef.$\",\n", + ")\n", "\n", "### PHIDP\n", "cf3 = qvp_phidp.plot.contourf(\n", @@ -990,7 +1005,6 @@ " ax=axs[1][1],\n", " levels=np.arange(0, 110, 5),\n", " add_colorbar=False,\n", - "\n", ")\n", "\n", "contour_lines = qvp_ref.plot.contour(\n", @@ -1000,17 +1014,19 @@ " levels=np.arange(-10, 50, 10), # Contour lines every 10 units\n", " ax=axs[1][1],\n", ")\n", - "axs[1][1].clabel(contour_lines, fmt='%d', inline=True, fontsize=8)\n", + "axs[1][1].clabel(contour_lines, fmt=\"%d\", inline=True, fontsize=8)\n", "\n", "axs[1][1].set_title(r\"$\\theta _{DP}$\")\n", "axs[1][1].set_xlabel(r\"$Time \\ [UTC]$\")\n", "axs[1][1].set_ylabel(r\"\")\n", "\n", - "cbar = plt.colorbar(cf3, ax=axs[1][1], \n", - " label=r\"$Differential \\ Phase \\ [deg]$\", \n", - " )\n", + "cbar = plt.colorbar(\n", + " cf3,\n", + " ax=axs[1][1],\n", + " label=r\"$Differential \\ Phase \\ [deg]$\",\n", + ")\n", "\n", - "fig.tight_layout()\n" + "fig.tight_layout()" ] }, { @@ -1050,7 +1066,7 @@ "\n", " # Step 3: Use xradar to open the temporary file\n", " try:\n", - " data_tree = xradar.io.open_nexradlevel2_datatree(temp_file_path) \n", + " data_tree = xradar.io.open_nexradlevel2_datatree(temp_file_path)\n", " finally:\n", " # Step 4: Clean up the temporary files\n", " os.remove(local_file)\n", @@ -1141,6 +1157,7 @@ "source": [ "import dask.bag as db\n", "\n", + "\n", "def data_extraction(radar_file):\n", " dtree = nexrad_donwload(radar_file)\n", " time_start = pd.to_datetime(dtree.time_coverage_start.item())\n", @@ -1250,16 +1267,18 @@ " levels=np.arange(-10, 50, 10), # Contour lines every 10 units\n", " ax=axs[0][0],\n", ")\n", - "axs[0][0].clabel(contour_lines, fmt='%d', inline=True, fontsize=8)\n", + "axs[0][0].clabel(contour_lines, fmt=\"%d\", inline=True, fontsize=8)\n", "\n", "axs[0][0].set_title(r\"$Z$\")\n", "axs[0][0].set_xlabel(\"\")\n", "axs[0][0].set_ylabel(r\"$Height \\ [km]$\")\n", - "axs[0][0].set_ylim(0,7)\n", + "axs[0][0].set_ylim(0, 7)\n", "\n", - "cbar = plt.colorbar(cf, ax=axs[0][0], \n", - " label=r\"$Reflectivity \\ [dBZ]$\", \n", - " )\n", + "cbar = plt.colorbar(\n", + " cf,\n", + " ax=axs[0][0],\n", + " label=r\"$Reflectivity \\ [dBZ]$\",\n", + ")\n", "## ZDR plot\n", "cf1 = qvp_trad_zdr.plot.contourf(\n", " x=\"vcp_time\",\n", @@ -1277,15 +1296,17 @@ " levels=np.arange(-10, 50, 10), # Contour lines every 10 units\n", " ax=axs[0][1],\n", ")\n", - "axs[0][1].clabel(contour_lines, fmt='%d', inline=True, fontsize=8) \n", + "axs[0][1].clabel(contour_lines, fmt=\"%d\", inline=True, fontsize=8)\n", "\n", "axs[0][1].set_title(r\"$Z_{DR}$\")\n", "axs[0][1].set_xlabel(\"\")\n", "axs[0][1].set_ylabel(r\"\")\n", "\n", - "cbar = plt.colorbar(cf1, ax=axs[0][1], \n", - " label=r\"$Diff. \\ Reflectivity \\ [dB]$\", \n", - " )\n", + "cbar = plt.colorbar(\n", + " cf1,\n", + " ax=axs[0][1],\n", + " label=r\"$Diff. \\ Reflectivity \\ [dB]$\",\n", + ")\n", "\n", "### RHOHV plot\n", "cf2 = qvp_trad_rhohv.plot.contourf(\n", @@ -1304,15 +1325,17 @@ " levels=np.arange(-10, 50, 10), # Contour lines every 10 units\n", " ax=axs[1][0],\n", ")\n", - "axs[1][0].clabel(contour_lines, fmt='%d', inline=True, fontsize=8)\n", + "axs[1][0].clabel(contour_lines, fmt=\"%d\", inline=True, fontsize=8)\n", "\n", "axs[1][0].set_title(r\"$\\rho _{HV}$\")\n", "axs[1][0].set_ylabel(r\"$Height \\ [km]$\")\n", "axs[1][0].set_xlabel(r\"$Time \\ [UTC]$\")\n", "\n", - "cbar = plt.colorbar(cf2, ax=axs[1][0], \n", - " label=r\"$Cross-Correlation \\ Coef.$\", \n", - " )\n", + "cbar = plt.colorbar(\n", + " cf2,\n", + " ax=axs[1][0],\n", + " label=r\"$Cross-Correlation \\ Coef.$\",\n", + ")\n", "\n", "### PHIDP\n", "cf3 = qvp_trad_phidp.plot.contourf(\n", @@ -1322,7 +1345,6 @@ " ax=axs[1][1],\n", " levels=np.arange(0, 110, 5),\n", " add_colorbar=False,\n", - "\n", ")\n", "\n", "contour_lines = qvp_ref.plot.contour(\n", @@ -1332,17 +1354,19 @@ " levels=np.arange(-10, 50, 10), # Contour lines every 10 units\n", " ax=axs[1][1],\n", ")\n", - "axs[1][1].clabel(contour_lines, fmt='%d', inline=True, fontsize=8)\n", + "axs[1][1].clabel(contour_lines, fmt=\"%d\", inline=True, fontsize=8)\n", "\n", "axs[1][1].set_title(r\"$\\theta _{DP}$\")\n", "axs[1][1].set_xlabel(r\"$Time \\ [UTC]$\")\n", "axs[1][1].set_ylabel(r\"\")\n", "\n", - "cbar = plt.colorbar(cf3, ax=axs[1][1], \n", - " label=r\"$Differential \\ Phase \\ [deg]$\", \n", - " )\n", + "cbar = plt.colorbar(\n", + " cf3,\n", + " ax=axs[1][1],\n", + " label=r\"$Differential \\ Phase \\ [deg]$\",\n", + ")\n", "\n", - "fig.tight_layout()\n" + "fig.tight_layout()" ] }, { diff --git a/notebooks/dtree_args.ipynb b/notebooks/dtree_args.ipynb new file mode 100644 index 0000000..2ab2e19 --- /dev/null +++ b/notebooks/dtree_args.ipynb @@ -0,0 +1,1131 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "4571f1ba-bd01-489a-860c-558be63e2fb1", + "metadata": {}, + "outputs": [], + "source": [ + "import xarray as xr" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "ebafe38b-0b60-439a-b89b-a6240cad9728", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'2024.10.1.dev59+g700191b9'" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "xr.__version__" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "b3742bd6-e0c9-45bb-9a25-4fc293d632a8", + "metadata": {}, + "outputs": [], + "source": [ + "path = \"../zarr/KVNX.zarr\"" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "4d965cc1-2540-40a3-b981-6a8edf838497", + "metadata": {}, + "outputs": [], + "source": [ + "dt = xr.open_datatree(path, engine=\"zarr\", chunks={})" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "3978a759-b958-45f3-9ae9-6eae2a1608af", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['VCP-11', 'VCP-12', 'VCP-212', 'VCP-32']" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "list(dt.children)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "b3990d30-99cf-4329-a9a1-6f4557da5c11", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['/VCP-212',\n", + " '/VCP-212/georeferencing_correction',\n", + " '/VCP-212/radar_calibration',\n", + " '/VCP-212/radar_parameters',\n", + " '/VCP-212/sweep_0',\n", + " '/VCP-212/sweep_1',\n", + " '/VCP-212/sweep_10',\n", + " '/VCP-212/sweep_11',\n", + " '/VCP-212/sweep_12',\n", + " '/VCP-212/sweep_13',\n", + " '/VCP-212/sweep_14',\n", + " '/VCP-212/sweep_15',\n", + " '/VCP-212/sweep_16',\n", + " '/VCP-212/sweep_2',\n", + " '/VCP-212/sweep_3',\n", + " '/VCP-212/sweep_4',\n", + " '/VCP-212/sweep_5',\n", + " '/VCP-212/sweep_6',\n", + " '/VCP-212/sweep_7',\n", + " '/VCP-212/sweep_8',\n", + " '/VCP-212/sweep_9']" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "list(dt[\"VCP-212\"].groups)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "ae32cb8a-bb9c-46b8-96b8-88eed6c0c21e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
<xarray.DataArray 'DBZH' (vcp_time: 59, azimuth: 720, range: 1832)> Size: 623MB\n",
+       "dask.array<open_dataset-DBZH, shape=(59, 720, 1832), dtype=float64, chunksize=(1, 180, 458), chunktype=numpy.ndarray>\n",
+       "Coordinates:\n",
+       "  * vcp_time   (vcp_time) datetime64[ns] 472B 2011-05-20T19:19:02 ... 2011-05...\n",
+       "    altitude   int64 8B ...\n",
+       "  * azimuth    (azimuth) float64 6kB 0.25 0.75 1.25 1.75 ... 358.8 359.2 359.8\n",
+       "    crs_wkt    int64 8B ...\n",
+       "    elevation  (azimuth) float64 6kB dask.array<chunksize=(720,), meta=np.ndarray>\n",
+       "    latitude   float64 8B ...\n",
+       "    longitude  float64 8B ...\n",
+       "  * range      (range) float32 7kB 2.125e+03 2.375e+03 ... 4.596e+05 4.599e+05\n",
+       "    time       (azimuth) datetime64[ns] 6kB dask.array<chunksize=(720,), meta=np.ndarray>\n",
+       "    x          (azimuth, range) float64 11MB dask.array<chunksize=(180, 458), meta=np.ndarray>\n",
+       "    y          (azimuth, range) float64 11MB dask.array<chunksize=(180, 458), meta=np.ndarray>\n",
+       "    z          (azimuth, range) float64 11MB dask.array<chunksize=(180, 458), meta=np.ndarray>\n",
+       "Attributes:\n",
+       "    long_name:      Equivalent reflectivity factor H\n",
+       "    standard_name:  radar_equivalent_reflectivity_factor_h\n",
+       "    units:          dBZ
" + ], + "text/plain": [ + " Size: 623MB\n", + "dask.array\n", + "Coordinates:\n", + " * vcp_time (vcp_time) datetime64[ns] 472B 2011-05-20T19:19:02 ... 2011-05...\n", + " altitude int64 8B ...\n", + " * azimuth (azimuth) float64 6kB 0.25 0.75 1.25 1.75 ... 358.8 359.2 359.8\n", + " crs_wkt int64 8B ...\n", + " elevation (azimuth) float64 6kB dask.array\n", + " latitude float64 8B ...\n", + " longitude float64 8B ...\n", + " * range (range) float32 7kB 2.125e+03 2.375e+03 ... 4.596e+05 4.599e+05\n", + " time (azimuth) datetime64[ns] 6kB dask.array\n", + " x (azimuth, range) float64 11MB dask.array\n", + " y (azimuth, range) float64 11MB dask.array\n", + " z (azimuth, range) float64 11MB dask.array\n", + "Attributes:\n", + " long_name: Equivalent reflectivity factor H\n", + " standard_name: radar_equivalent_reflectivity_factor_h\n", + " units: dBZ" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dt[\"VCP-212/sweep_0\"].DBZH" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "9f2b2b59-3150-4c0d-88ac-9c82f82fd5bd", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[34;42m../zarr/KVNX.zarr/\u001b[0m\n", + "├── \u001b[34;42mVCP-11\u001b[0m\n", + "├── \u001b[34;42mVCP-12\u001b[0m\n", + "├── \u001b[34;42mVCP-212\u001b[0m\n", + "└── \u001b[34;42mVCP-32\u001b[0m\n", + "\n", + "5 directories\n" + ] + } + ], + "source": [ + "! tree -d -L 1 ../zarr/KVNX.zarr/" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "1205d440-b2c9-48be-9961-0dd6bd742dfc", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[34;42m../zarr/KVNX.zarr/VCP-12\u001b[0m\n", + "├── \u001b[34;42maltitude\u001b[0m\n", + "├── \u001b[34;42mgeoreferencing_correction\u001b[0m\n", + "├── \u001b[34;42minstrument_type\u001b[0m\n", + "├── \u001b[34;42mlatitude\u001b[0m\n", + "├── \u001b[34;42mlongitude\u001b[0m\n", + "├── \u001b[34;42mplatform_type\u001b[0m\n", + "├── \u001b[34;42mradar_calibration\u001b[0m\n", + "├── \u001b[34;42mradar_parameters\u001b[0m\n", + "├── \u001b[34;42msweep_0\u001b[0m\n", + "├── \u001b[34;42msweep_1\u001b[0m\n", + "├── \u001b[34;42msweep_10\u001b[0m\n", + "├── \u001b[34;42msweep_11\u001b[0m\n", + "├── \u001b[34;42msweep_12\u001b[0m\n", + "├── \u001b[34;42msweep_13\u001b[0m\n", + "├── \u001b[34;42msweep_14\u001b[0m\n", + "├── \u001b[34;42msweep_15\u001b[0m\n", + "├── \u001b[34;42msweep_16\u001b[0m\n", + "├── \u001b[34;42msweep_2\u001b[0m\n", + "├── \u001b[34;42msweep_3\u001b[0m\n", + "├── \u001b[34;42msweep_4\u001b[0m\n", + "├── \u001b[34;42msweep_5\u001b[0m\n", + "├── \u001b[34;42msweep_6\u001b[0m\n", + "├── \u001b[34;42msweep_7\u001b[0m\n", + "├── \u001b[34;42msweep_8\u001b[0m\n", + "├── \u001b[34;42msweep_9\u001b[0m\n", + "├── \u001b[34;42mtime_coverage_end\u001b[0m\n", + "├── \u001b[34;42mtime_coverage_start\u001b[0m\n", + "├── \u001b[34;42mvcp_time\u001b[0m\n", + "└── \u001b[34;42mvolume_number\u001b[0m\n", + "\n", + "30 directories\n" + ] + } + ], + "source": [ + "! tree -d -L 1 ../zarr/KVNX.zarr/VCP-12" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.7" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/radar.mp4 b/notebooks/radar.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..84a365a63f53512d80bd7deec7218e5c15aff23e GIT binary patch literal 439240 zcmYJa1CT9E6D>Nn?U^&SZQHhO+qP}voUv`&wr%sx_uu#Ki`ctsRn}TrnOW7{5xaK- z000n}I(yh#IN8|%0005}*ZzJP4P1>FZ0wmC0000WOdU;30Kls4ZHx_^e>tsSpg%v2 zn<8gj$7|v(snn|kYed&K?u@L=1T+Ljc8(?l4F7}Tw7(`g8F>*g8fF3kRiWQ8V-ura zj*y+bhqZ~RGXWz#JrfNhJ>!2ub7yCJPC7a_H#b^W3u6;IYXe(aJ4Z9R|NPRLJKI?Q za_sD#E$nQaI0=jl3=NEU7zi9qOnI0Hj7_EBZYU*jTum80-D#k>OXN=V)MS zX2Qe3N?>H}XlG-f_bX)}aCS7YwzhEkMeOeE#zxM+z{tUdhyFJN17lA+TN55e25JTd z0#gGgXFYo-D+~Mo82`tCgT0=esi~8RGY<_TfwQ^eufpj!8f!Z{D+BZ2j^6)obF#KD z`iMnv*?atA3u7L}UuTE4S&b%>`iR-%U7hmnQ;|Al%s7PdU>1WraKwkAd{ z&OFTY|3&F&@Ly>iO`Obs)s9Ab|2OUb#vP4#3=AC!Yz%+v`(IXu7Qg)e^80UV{D++F ztp8gn0*C){U;MYq z0R8{~*qsI^dg`h zYX0j^t;)S>Zhr$}YOv#1*X;YMrIw|GA_H^Z1LZm!UHV8X?gkNcvE~k)g)UPlXH>u9 zyJni0n^-Tx{8>|(6G)^|lR+%|d#bqNR9)rxQ1VOv$_63Hm%zJ4!_P4#}s1C7pi;rvZGq?nAE_z=Ik|fs-^a4 z#Z%z;1fmd0>PHi@7`J05nOZDzT*WWbQZXs3tP#+us(1?oSFSeJO?YW19G&<=tRmfJ1AGoI4Sq8ULcH~2OJmY9iJ52ZG{N$O*|cFHETuY3s2+(+FB~YF z?a>7qY7o}OBq$jjw@WitW&qK#p+DrVcU)Xu=Oa9m@LnDYD7-$RwUj$)PAmP9YCGe! zY;XgJBFLH$r$|SsKKmtUb8A~TL!OZ2I6N;pCTa| zL$Ff;7g0FQ`lTGT0fb5@-5ZAuL+*&+WY5++p(0X36)jxTOS8u72-}tNMd)$wr*Cv2 zoEERA*`zhU91ALEkDz3|+^uct8HvvDVtrF(=)JyL0ktsZ>@5Pfv_w<?>9UG9_=F5h3>yJKG|oG!c~4Cn)qJulLNQlQ86w?6n70D zjT>ln4S5VhQS~P$`E0*VMW=oy2a~#a3;P0!p;Vt8eMZ*M_|2qDztof7jvu^%4T6c4~qaPgMcR zUOG_Alq!dzHY_a%uVhPS=X=ZA;{)v-VCze`^(vR=IIgB#S(_%@0 z%!;N8RQrDqQpHhZfpOHlbG=&kl-`=Wu9L>Zp-TXwI zPK4A33nV?LssjQ|9%OeB07X-BSJwgDiQ;6PeQW=*)vXL39S zIgYm!QL1C!J`X%{pO6ltU>9u>Q2AS_@oY6(+<%qb+@gP=y7XWL3VrtJDgZsz*z#`QJX#rhk_*ZOd zG5f-x#&z3C$6&&lbiVC(YL1l}a)oNblL!5Nc*1ooE!*xH06}bPdh+=ln0ei3tQqr2 zxxXrBx^`HNXpCh*p3ucS?%tR6W^wxu?;=W4v3eNa=%p6OAcq**V>#aQu6Zio=|ZYg zV2qOtUbxK{L;XmVfLV0LeZ5BayNyO0V|T!#e*qwW&Q6apw5hgibL*(iMPWq{w)o@& zglb~k>Bnt(xKT?4V9rA15zKmVc;)9f|An=hsxZ8Z^v`n+D|LVO-#Fd2o-cq{jn7je zpxfJ(D8gswI0pzJ*sKM>aSFGgBvVUk@7l}F#G)?BCBN~)?j9oQ?m1BmA(E1`M$3Y* z!}J>mmgG zIS^B1Ociip#;?E`lV}~lm0}A_1$x3u;f6Bjup9u))O|DwP!jsqbbc~eWd?}^f;gf3 zupUn_a|BuOWI$hWwuN0mn`zKAhm^T~3`RK&4y~yx(ZT4*%58Yo;S78Ij;^K*&sA@s z*C=~RL|DQ1sQvW!7H-v~X{J9T8Qlk4aIo@LBj1){PE}T0grKuW9^7d=h9z_IL(gN} zRQB`@#`#`L3*g)MMjyIL$wMbaI(%*y2qZrCfj*U5;N0eaXh{outHk?tg#1eI$Bz{I zzPp|qO71e3L;tA)Dh(Q&eH*B9T@Pik(~rkl9-L*~K~mIHMJCTdl>5EK;!*LBNiF#0 z`gFUA<6HqjFLEEPDKDji$n~m-Y%3+{1gcl!rofs<>iwZ9!IZkLk80&_?{97u`?_JF*BFy{dczh0uJ zcR{l)grtwqQmr#j+V7tZlOne5z)B6}J@xr}@G$$zX^6;rssSmehm#vNf*Wi13JXLMaXk%0=eAHvAp)6i zYq8|bR_!rxD=5$&>4FcV&;DaW@f2_0LswgV)tGRf}=`(!Iu2cmvGgwPCLe zX>#;qudFO(5N1Irs1WeNji(*TW8rI>y|ZSgB=sG`f@PK|c^&+INUJs)ab+8+Gk5^&daSKi6gH#v}3XG z0CYQt;5tY^j_`dnd0)As>F% zKVve5g!NR(xB1Cuj&k>25?x$m9=tgW8%lISgG^=qvHASDPBNsY-(530w2y6zo@vtCLzVr3<;KLOryLyiM?;M&>$!e(k@9hy5fa?^+! z;e@Xbc2gOht` zm{1g}io!}*x$oBiCUr1O6g(OX91t;B<5ZFoknar{M1W|IF@K z&=btcP&g`EUY=|7NZn^x>++%f?eja@yM3VCmGvYc7xJjcNToar)!RR=&;%ENRUvou zvljpR9ns96Kt3x|v6c`kXTBWuWQE5LAq|3?2zH%mB6|-VTPtYE(BCSGf^|#H!vqz> zq3uqZ%QlRYf~ftW;Lv-6gJU2o#8YtVS|;H6>Q+NKQ&WWiy|7Yl{1mNMLiXYEz2~M9 zWC_y8wx0pT0I~A{ntfzvsxGG%Avy)jo<2}fgLdRceg{>@_E?nNMsXbE@P7RzG{9*c zV>_nDw=L4R%aD*VscEk)D0m_>^^t}hrNp|y1{1G{9wi2KQ%7KUSFQD;t&Vvzh~2m$ zaXR++I*!!=wg|~s)_ZAmc^8m+RM<_gvoZU6B)ibZk!*#mXlC7KrLeui{wU_oa27f= zT?%It<2XS#X7_h6yW}b}6woePOaYDqPjt7s<+_V5r z`O;3z*nZeUOo-*fsyK@aP0Ci;o5Q${2=UEa`Y9hS!Qn8+OZa^{aP@x90x*`SWBav@ z-iixvwLX#L+iIN;vb&U#?=nZZ(ShAVDJg;-5tMQ$r1ixvpn~p@I7ExsVy7|w$UW5$ z=4U1{^jz9wp;Imxb2`CQ3xfwF{&u1rB)Uh12@g*<$tq9?vFpRF-m z&-1zxlwu4wZH(Q!pPzvo60TIE7xqTD4Y?9mu5q zrJ`7po?nOg;W$G9(Fe=}l#!|~v(3E$(IgM6QkHbYI{+ixU($!Ht)HVBWibxrvH>Mi zHx@Na4@l_e;(5`^p*AUIHo|@rFcL2|rIYEA`gj6$yG9BS*2T$6_5%<`vQp?a=DbEo zVOAFTU`XPdl_P3B_ed#n+8>-7{C#gN)6xMX2;eGPX3HGT;K{BH#Y>0e}^Mo`NShsK5$@{Y$ zNtUc>Ae&KLM**#Gg_9)ru`45&IQ=!*a!8)Hc7DUSV%hDILbuu$=mh9zIa5)!JSNRH z>DFmWj3Dgbg?o|eDKTT{X8R*$(lCkYLChe9a2~K!TtpCO=)-=UV7yNE!Bu)5g573R z9}9orMNP*esYVVUEQ=diW)?Xz3Xr?Ux^--qm&jmI)Ut4e(=H()Bxs6o!)kf9?4SHW zP95AAxo_XynO+m=GJ0+WW1vv1Kn?mcxC@N{r$bW!?$F*jh4D%K&PD>;RM|uSxXHDs zz@;f>x({fg#4kaC?J)>iE=K1+r(Kzp0Eud;atBXz5v_rWBetQU3_>sjf|NZc`x3~m z(J@+cr8#cT!W}%Ys;))ryx`e=*4%K|Oa0WowP(cJ zGO$>^+(GB9a#U3to5ZrU1m`2+J?+e)5!vM=K4)|VjbVtD+!ajrUoWVC^5sfFdws^9 z*?XPCvCFg$3h>>Ki57&KyaBcU{2XPeAFY56Pn{{zM%ehgy zUQ$l}nVq|(MNN<71A4EUM^TULfS!Cs2YS1UR4H2t*~RzRbExB+$oF!-15S-RQW0#W z+R!`Rysp)EEy5_H@mUU9)Mr&;8BgORI0o>+r?Bo@PbYgj)EsS4F>M-T^I6r8;uSh9x{Bh^IG? zS6Xb)H2Jg;NEFc2<`wEe5fst9kiRbTPk>7OAr+i#U=X_HRc#we6hoz{H- zoqNW%yrAkmC*C7V`Lw(R-!$!n;%aF%Fy*R&l+vV<(Uh^r$W5Y~yH{4yYJZ zaP**0rD~(1M8b>FWyA$$EJNNQ0ey!)Q}P!84(At+DjF$D$f9u0e9VW6)SUe74%}7{ zgWTl~<@HXW@(C{JSU`~3?MU6f0e&cjXD*+i*L;p08b7w@A?bGx39%tF2s@cP5ng;w{yzvQ$U zAyh#}Yk8IxUu?bUI?&v}mjB^^$B4+aJW2n=-Oq$UV1Zc+J5 zHL(PisE}}!^mU$sN#1m2Xre%#wCpis^(lPtG6279{*O#jJJrma*!zT%NiyL|<}t8N zufkmI@Ku&2y0n0kQx)ql+Ft%!&f?msI%DJ@tgGZR5O0qc%EhM~nJPPJSzmdVuAX|Z zu?Ak{FLyO#a?djbYNJb$^P0B0F2-&sAf z{M}Z30X~k2I5Rr;CVqIToCx)IKO{H1*M<6#o@zs|_=)T4_Tg*{Gfux(#e9i4L?^)8 z8V{(bhKJK`5B=mppzn$4KSSReQp!p)@<8^chdUVxK3C?oh{-zLut$tT=e{U@@B#}$ z7@Z1LYw5&jC_Z?72pnd?!;n>DmMPjc7ekng#Lbq6b`-WT;u=x=M=_1Mdl=nkTAfIJ ze}(OXy&u^~(^WUx?V*gFTRdkw(>)uhN0t;b3il?5-tO=z1e3!LpkD zD!5jAcw{I|l0dbxO4UY0Mv{y9$14%xSclz?MI3C_8)1QtfqA$+4RsMW2OMla5qrRB z=RRql+34rUg50?#LbED}P)t=2_ZU2rsZe`3_AH~GBvK(D=Wp2FUE4Hz@Ne(D<4xxN zzNn3)^5=XswISP<`II|G0*J{W3R02!HJba@r);WDqW|eVb)AfvtSLZXJzWN>U)y2q z8_(#7k(z`o#iYnA58dMk#BrpnjikotnbTd!)FVmo&(GHB^&@UWj+yb6XW`Y2kDqtR`FLlW%y+UDB!)&$B%Q{$v(6QZ+w z*x>e5T=_H~l7-FNkO94d@D%}E>EM4O-c?t!wF2*6tzqGcB)roXt^rKX&-U*&7;obg z%SAfr;{JJK<|$iB;-Wv|h3-e<=XE)j&wdT*0f9UfF9ve8DDHjZ*Y5bDLkb@UzfMAR2)u|TWruq&l1}K!?yr%Hay%+rFl-kLjRxv zo8ZhB<$Q*yoIT!<+E_x=tz!cqNeXCZ*sqr{WQme|YC7+rq`gIX-ETtHn;%}|U}y1- zE!rgHu~Iu;~=QCzsog0XLT0YoZt6^UzxXfOShlYaUd5^oQm?yl>$FVqNtsYn)hxrAUL(WlP_ixzPSK^2Wy*LB%zOe?B#u2{owW(B@G1Lv!-K4Sk;2=zsGMUra0aCh*T!6RHLbX!QAo!H43& z!8vVt!w=@1Q^-0f%-tf>e8W$+blK&hG}@ej+WV*X&67Aslr=CuCBn;>QO3opmBm~S z2JbESeB-yfiMb8I&}2stc(#;g1yD~u|5jnc+Gbw7B}jS0=5qq){nRgIN3X~()_+7s z{$x_+G6Oc5f!DhIQ_F5r6He2jbNcg~U&T5lxw2VHcTs z+MO*4-(liPVLzOdk=didU6Re*2RN!pq4vJ?1FrU#@(p-Ho zl8EHU;!YvNI2MLJVZd&-CY2KTmJP&Y#Ub<@f{d#}f+_)l(Tq(yua$XZA|)9k|LSyrd{EN`^`R4vecDaOQ1sVF|_NTT;O{G<|y5a7m5oI zAANnOoNIQxy7ortCc?M7y@d->JHlQUBbkoK!RU%`Oo~pG_SGc14E<>J-!1Cw+J^^fc_i+GlYJCugXt_F=PMSLbdvNB|3?A@+$h$Jq{M()8gN?K|R;txBn%#<50xW8a;$-n77pci$)2uAk~bE>iJ6# z3n1~xSD;~f3%!&P6@9%C+UJm+0K&bUsWk4z4rxRwm*>(&wMAMxSY?kq-F=c{LPKGSNPeW>?E1l7#)OvBcO8dh;9z;)xV3|1F2tuu{At#SBkFZ zZ=_ue1ezm5jZE*ir%l~Pg|S%Q8^b&k-7?@(_ZzGp@|O$isr-k`>-rTABr7&2++7uw zrqlYUn*=_$B(AywADD8@Xa(5l{A zntdPRK|8#Pq%<@qw>3LGE6AZ|r)&dN;#LBo=}|UG;SNg3NJMVw0w?Wn7+oL-C^NYJ z9{Er?#-r~%u^D6V3sKXuy@YNXQ8L+5mG5hUI zpB9HYgL8!IThgnwWfPAS>u1%Mb4e+=<>g&$3~9QXi5p$8oK| zsUDmPPaVWfXu$;w5ujU|Eo@^Milqe^VC=(ir&?BdZqo_DZB4L`mct+1p;qX!9+tZd z*9Jo_lqbBHj9p+3NMv~CE43gWW=px`Qu=l`e_3IkmwK%<7rpc8{9>0n=LFM9yxILG z-1_OT#%fIq=&bP)m#RI{5C=PZD4TP!REuU9dF92Ytw@~x)bs-QG~IPuDbb=pV@cOb z=T3}`xIC8Z%$0capch0tS_gWiDRiK^B_gz2wX$=3A%Jv0$i<*^Qn5#_n+m>+&BQnC zIbDrwxMOSot*#b^*s$M$YH$C2uyg$TXZsd%h+>}XT;(UZ{oXch#jlqtfq>-@1t5JM zavpVD=RoxE6u+c^i>oV_j#9b%?{5DBo;qgR+;{Zi`3}h15zeD7M~Sr({$#(6<%nFl zT6_tw8A>pN9Q9g8_iVdLs}hyq+=>#TbIsu^G#uf^2O8`wFOgX&4a!2AL28^Vf&)zl z`ZfmBre1=7Kz>${wc}Au1saPI-_t_c;q^waRi8PyTfA+1_*7w|dJZ5-ah6l*a9m6K z@>6R#%BsM;Pk#;!?RhY1gjT=J-!cOWn5xftV=qq@vqB8F?+jw%*Od8DsF1b6>w}zi z-k}Pj4a6aiB}zJx;RsKw%0Xk@FQJLQRUYSQc%xn~WQ5bcUC!1)F~Y-_;()tI_?VKk z58BO0aob&&=;C7m`>JeDDq$I}W|1mJbbMnmn4&B>! z`zVy4g87;;eIipBjP0~cdG(w(ExqQ%uwbK)J@Ih(YPM{>zL^^+QUPGO^W*Cw_hFd$ zAlP_c6cFytH&{NzjPJ=n1h1BI6d3c35kTLDxn3Q`Yai&%f~+=eMmgxpsV27q&o`-L+SCsF>Gt{~w4X)v>hrat`02e2@B zpBb=IbEriBnwO>pYf=;uPKL3=0zx8fS>|y}*F*UmBqcoUdWGd*RRSKczlnDPKn`^l z%Di#mW>_vcGHo^b8fiDeqc5k0*`@)+c)JR1URSy|Ha7#1rkr&Jzw8IsNji{vVvf4^ zwp1o7S|7-E0T|q0L8QV6F+CPqB=Yhh*4&KL69e9T zwlV2MqqyssK}s|89v z(vRwO2DDcC2Pa-18-T)Gm3?S57ku6!S$yc?2&GSZn7rXs6vNKk4WMp0q0CohE6`E! z7P z<|T8zkkANv4MXJ&EBJAV!E1AT}(h z1;yXP=boPgWde9maTY8C=NE9Dic!+YC?*m!!*{s^^5UYd9-*p~WoSunU>CN^f#Ahp z?GY5G0B>>rP?h;b2vlf!BRwz$vP%kU^)#_ zqr*jm3%qIpCB^-RJtCLae zKfbCokZ0U?QfYCuD1=|i3#P>qhsRco8IG&N<0d#)3=YrH(;tKde4uheQhjr=B}!rGi)l@WX8YZR-myI%hrqGGgo}a#+)o# zIgD;;+Sf-I^5qLcw}OwKua!orz&rB@6^C(6HyRNqNCM*U(NRrGCdC777-B0-n@tfY zpXI^N;S!~gNuyN3f&HYm;U$iXJv@xUs!7i(8ki!J!a%0wrwbpNqW=2&X)xZVsda9! zp7FfG7IX!rgW=0uYQ=~5bgZ?UZJT?~Ic-oYhf1}Kh($ju*{}ZcPCoYIxqgv<@k(ye&GwM3 zLZGjpUWfUKGf{I^`@jZ`>Agi}%dsR$0?QUxk!L$+Ix6FbHp^jMT>oQ1_g#9?H?d&h zu3Z>xE=85F+bo!$_B{jGr2#n@nuZl)Np@Tj+5s0gty~j`TZiOF58*QiH0ie|=}{4S zn>>W^N>lsU9B3GV_RymbzazH65-&CUy3M_hwDnY7Vp#=eH&25k*(^S2FR*ae%njBy zzCH4jZK%NSiR(@jQ_x{3Z|c4ueQAgFDhjs2H3d!nFg>!!vhZ!AO&i@UKa9}xPZlU8 zn*+75@C{;0(Z{|_L*tubs39f|*hMIF6M2li5gwE2UZBn(&JuJX4T^<9R~W~>l`AK` z0A1VbGw$KUdL@Ja0sMq3v#HtXx%TW!8;{o2S?xVYQJhK%qhEa?SwVg|-UDS* zxOgSkd(H(++kT&6ER0jdN`eq%MDsQFAI+A}k>k%*!0@+cPj_!`TnE#LZ+aAKd_zj` zrQywaZxf#+wZMc3v>~Kud>+Vf&>8`Rg+6Hp5DxdjUp5y$q%fnSTn%>XDX3fwH6*=! zE$KDwJ>4uO`Cx(W`CQ^N9)e<0Ss^X#XkN5^@P6s0dsCWJlp*h29efHe32IJ17?b&< zpV9Ela*O-5?kj_fk@9eqS2yu>zFIQBv8a`Y6yoj=uxW`9SC-=m4qpb zV+d@PWSr1wKGGGs1^H2I%D;-fGnsQAsNWrA%g9n@6{~!XK7CWpPZWoja~C(IL2!@i zTDcx4Be?||&+F4a-<(_(;>9Qw(&zx7T|c2EyZ~ z)}KkmYt?38EM5PMNUsNgHBfG`+4t+32N354PzYGstB!Qw{pHh^lp})D6Uj;RD}!Cv zyT0*&8r!8%nA6rCgj3VZD3n9e68M`V@7iZ;)VLwE@;p{}sg!+|Vs6`lpFku|=ef#X zHWhpMujztsI7i*cHjMqZl}8F29HtHh^9Fiq6*5!;Pa zh(9$A=VG@6a||m|*&f94l!23P;K#oQCexOkbwk&2w+|V2s=q9RFWJZ71Q?IQC-V>R zP>>Aak>v)7bh^Vi-n}U@d|kjA1&r#{A>69q9ct9kD(L<;t}J1++6~*n$;l@ZmjnR+ z3GPQxK*j(F+!@-w^jO!8I`~C@{qcKPRL4-f} zX9PPMep!WX5Iy#sW9SOxfhVjS=H+Q?c=SNJ`na~Ok3=QZr63m?rtwFQxqV2eD(;O} z$&PY4$4m?41HR(;_L^<$29+$lQI62Pk-vY1i%4z3KF3}X07UZu9X=%YIYSa!BkOjV zc6Ww!?mz|5xj^;;53uN*;m_N&R~ddpAT5AsIe;Lq!S`}FMA5EGvi*BXbeRrZs=e)8zvaTjYCZIh3=y&$NWAjQd+6m+Py4v16x)Dg zri0=e@+_0F4y?`tSc`fpnkHIPuwJ+~Ky_*TnM!EK(s%UwS;~)*g;53+5&r=^`N^2e0?;50n@xn= z=Z~Rg>X60iX!5}vW-yP42lXQxtv=efE8KT<$6(B|1tfJCblqu)z+8MM<(PVyt_DM6 zl`~UH5}wO7qXa*UqbZHbk~-K&uOm|>8SohvP|rb-B=9?Xi1Q03_<{|9dCaTa>|7n| zkxCx-4aq;*Y%r-p?$}bo(NH97@bf8ou)wcFTz3;Eh5g-{;r!+wBCJ$Vq}IR^`}?o) z*X07`GZ%?l`c4XZLK5X;z#socX3fn9d0L+I4d#R~)~1;(s&)+9MO5e=2?)PYANhN; zx)h;Wt?MtVdYa%7s*d+T&sV$Kbl0ct2UfiXl(qsJyvKY!EZ2gqy>Z+CPXGbq(yOQZ zjlJfq9c--CV-8jbwXBLvFTDA?pS*!L;C`;D24Cel#-~9{aMZ;m7UaMvR6UoOMPV8$ zBx?5F@ELfzeBx5zv>Cs$ZNc?FdCtkKt~9*%Tfge(S43~*AW69Og6l+_<0yz`(KiFX zRc~&k7*aU}H+tKi;0hS=fA)8QIDjJntx+5B;I8ZarAz=Bk%P8eePPVu&|99ATcQ6H z4Af?cKj0NLqcaGZ(t2wv+PgpGHQ2WA@N>YntVKX10Wlskyz4&zPS)2ch*QMAt8T$|zA>Q+gk8iJ^u} zC1YuHq>@rp>Iw3ZL)fRTmtxCVho*{#dem+on!3U3^Ydj>5h_y!L4Hs^nYG~Ctd4Qi zSQ>n}(2%8R7@^Yn;y$Y*D#>Mq4t7`BAA|uW;*#-QhM~rJ)eC}g%&UWHg@WX$Y1WPu z9XN8&R#&-AX6DEc;5qPO2qJhE z!h%`xfcz$lyZBMFJmv@ z->mKv-pRwsYjvxGpf+#22yyQZB|)ZBsSNFq2O7xYb`_Zow=#_jCcHgsjuKuIb}qTv zb3smq<29Jn3kP6`%%sj}nwG&qno&_FcQhlJ+>A&=DR<+-Pb#E`#b_8)SF%K#7B*92 zf3gcxR>-7@ukL8`{L;D*w$2H-13{LB2-fhuWEdnja%nCHS4rCu@wVwzseEAkx#fED zAg(0?;XBV#eqdyhMwyX#8G#ptqqNJ)s3*}?z00q3|81-9EY2AE1Fw(Ha}^*aMng5B zFv@l8LX|KK);8z0;X*mqZl0eJ#2^iJkG<0*4*dbp@;Y}&Xl%i^zxLJX26HL&`CHa= z3I(==^`PBbk+Ia1X@yneq!ZfsCy~|ob-SBy;Gc&Ul5+f2QWlUC9>I8EpL^1oP6gy* zCIoaCA3%Xw_zt~O=MD8{iQ-r2xUaTh3B@UsXFs}K0wVcQ+_&| zCe}L+!A1%^hIh_mcwOVDfAe5ss8DNg{W~NO>z@WUpXzc(G)-y1O$7(7srLr@x6qgaR{=37)g=Nd!hfP%S7IV6hKa?NaC!H2$QTqBq3nEH4&6I;CR z9YmUJ2edZm-xRcvaNsX5b~c6HdRw8bOaJyymiUvs#W$v2;1%){JE^^RvQVfUZ<9kX ziS#=8R~Lo}Dfgfmd#Hge`ozHR}(%9Mq-w%C?rC<;69-HMe3G*lA7Fg=RISOWEW z+M}H5r5m^#-hSe>;Fw)iiFD{cr>_tg~4gu z?&*V!b_P^IBJCmNcAQ}&=wT)Q5uvbDhhGGWP{V#B#Y;GfE}|vsw)O2uaeEPf5eLU` zHOQoE@NM2QwviUF>DV;0yK&173=|@`Yr5LAyHHNg7KWW9#{FoH%s)%?1#DB*jWMNM zE=og0r*^Je4VUnl+RR!Nvu2PhB}9*0G-O zEdc5Q)$k{hW>ncHSJ*}8-OD5N&>&}`;CyK)j-0f#QBiW*GmVsCeU2HT0fN#gflOBo zAQVszoSPTF4h#R*)$4#cDBkPJ%@x~x(@;Wb@QjEI(f@<=#mA*j7GEpJz69HaI zmI?$IQ`3F;A$mHusQtV=Xy^aX-fFIZALJ=%%c8z%zg+SBMnnNo2M7e`@mIsq1Pjfm z?$Y1q_rIqP6>OopMY?eCT;3#JmqskIMq{o9i9a27@NNTe_FwzegDu44=>v$-VjZO+3iv32E#|sI`PNqw*xs`khX5q7&lwfJ=<$H1TXbzKC&ih;yvlNW#6|b zlhXYwv@1D+UAr&F^j&Xd^l}IgH<6pLT1-?m+mB-FbGa2t*PU4%QmcEMWdwP2B_Mip zR|waeGLNXTa$Cwup~>3s z%;u-l$N~ShwO4_nziq5orIGlVGhBhuZ-8GXH{JzC+lp8Ikph|h#4sZit`EZi@@ zGuOV$9)y?euclq|E@ZvYYMfmra~g@~AIBGap%f5| zlzxx*#A$*Oa>~}U9A7^Jl_9F5TSV$x9@9D^8du7R4aws8Vfm5T3v?M0QZnbG0>A2Q zcq|9C67+K`Oz)#8LPiKm;?pFyqg<{D(MHt$UWRqE9+u#|zpoji%>a8CCL{zZtX`(tYjLnlE&{t6)O9;Ps;p%yg;%vFdH zRKu7rpOTF@8;VdD*?mStTSNOT(|H+Exf39 zUjr4S`guKWU8S&6*at)+q7$|{Nu8=#dq9M>$okgTd|u>TiToGu!B3PJ?X$FwJ@5zo(BTqafiuP+}2Z( zrn7gYfBBx$;afW|ErYs|`K|BGkw6sW7qlmBa2W5n-rtV55>X4S#-GGbHS*^Q^xFlh zS#T;QoBn^j9Xz^MphbZ;voH_T&5*B#h>lg-C5u&tK1w5>=W@Vbow}R zD-?x@FP_RDWEe=mT@fXu;1id0eiGGXnLmPQ#2T*k_`5-adf>Ez+p60c$z@ja)_Vmi z>cedH?aVSxh#9-n9HZub3`eS#oH;`u+DC<{yzAuY0{X$@oRo4mk03^{F2~}I9I__; z-ub?~FZqlU4I9Unj2H5ZxxWDcaWU~0Az0cqIUmCmUv4pBO(R}HoSmYtnABS59aDTh zoEpgFHVuZGcckEa*9pf&JbVC}VgUou_^7oVg!Q`@wZs>G=H;#1lY1uGXG4nwG#H@Z zkn=))HCX9&oumo6K5q<}*$(yN(R%$o`y?`>6)Xt*ji;@KKcnpNn%-Byz)C2Py$Vyl z7K%NNL2D4?q2fyT-Eo}l!{acA+Xwy*-@s0hD<}q_!7kK%II;FN^P_hceDMZXoB{IcDefqt9-*lOmscjUNte;CON?sOd=^OQ!%S3&l2n$F z+a4PwcZ3{j*MMlLn7;~9dFa11?ak~%XplXxSk$>$Bz)|sQO+stQ2Ba@i$hJW&s6|$ zwVVk5f!fuPaPixU?0RvmO^qpPTt}H~`8|R4d7#kzH$zQnrkI z93YpuzQG|Ab8Hkb$hE!}Jt`4}xOHZ4Bu&B@(vGgwG4%8FddN#$_zGUu`P1G0jIQ&@ zjeRt>I7g86qm_V22up*ifQ^_#T-fkh`0=QM93g7s8>!))|M8AXuH>~?6AG^d%r4Ve z^T3JDYhH_nqA8>pHWzjG-xa1Nng<(=uu*(fsBz<1j^ZxGfAs}do~30AZSsoGqmhRs z|Hn7W_R|JtTbs^~zm4@guM*b=HmPo%=&J&JfwiKn6q=Rm^p_ALX(`=w=Vj1JV0+RjGT{`_@LmN99;VRgViLGxMekNXRbYBVR`V4JVm* zVH<(-$7OD1^!&2m#ttVUB4L&1N~^a#(&OWKH9|G)P0P)BW>14e;@pX@V~P60X1jfX zw2`zMS^~4)EY;jMmw5cR^$BdZC#fxDgA;~lx`X>CHUFs_w24h_>DaqR6vT(SW;~p# zp>!w zLfA^3pq@M;F&q=5=3K)sNYQ9TS41l60KcDrlmApPO~hLJCXbPBfX+)h z2MB(_!CHEaKFi#IxxL=TG{j}+c<&P*185&A1@#}usuRh(FErh729?nD*l3bHw=Kf(M2!Ld* z5(h`dr7J7_aB%1hOk>`22s@wH)K)NWXm($JprEUHGe$P#A0$MpZc*`%ue1)pI|EVt z;*X)qy~#QRuPg<05N0ygtf*uyihyPdJ)yvQBRY~KTER1X=2LA?>7^@*81i83qW76O za5jjXmgp8iJI)#qV(FE0ktG{4Ao-u#IzP>$M>#c(NJZ+AA#9LsPK?tgq+BaiiPP() zB7k;bJj)oXLk#M1B!#0qek*5vwKfqg=k`haKOY5D^Gs{*r}3o3Ybv;2)0u6HHI{U; zS+iQf0vPG?EdAVlOCAy4{a3in*9*Q$X}nMdJu-3>D-&5d5gE&iO{r4YlGJr#_++3$=}kt7B0}H1J*C9r(!Y8IH#sM4E4&>JT7 zJF~Q1vZ(*`elSto3WjQe%h&AK|0-X2RD(S_LCd(V=q_m>TJ8-L-AyI?xu|jd!Sf`7 zFJa(M3LcusuFR7w#B#6d>e?u9zJcpHu7Ol&RQH`Mj+Z8q?mp2^LF6-Z-6(QzdMe;Z}p(j zB)cS|ec<$c&$zYG<*uyRMT+mBA*3;T%{7@Rd>W--bLeT5?jfVH%cr=`hv7Mn!xLG# z9z&zwNFHPLflY8uNJ@{ET)WwUl95PA=^$wVmQAGcKk~jc?X?Exo@P|WwH})-|B!1k z+EzT1zy3J2v&ES${$%lQMCnqlA6SaY))PgDTB`9IY>m?uBl)6QlA4>#jM2I@-R%g$ zV8$_$5xeRA^xMBEie^h?z1=EN{EK-MoEs0lH&)#h4GkzgI-QDV1=+6mzyF)340MiJ zuxF9{QUQZzhlFD~xdCczF<^V5-*YXs5BhnoIViTsge)Qoi9rEqTG@1h(8a)-rYRUzn!AFx=`+)z zVfqHz1h+P-i*FO9z_UeA9}oQG@yLMDuA);)3*{EQM2-sk1%VfBvgyx5`PjMHjCIXT zODzviZPx#17k#kFgu?2_i$9ivq)4u9BEvces#+azzt%o;uW=7%qJ%qOA>H}=Lr`i(ATYugUKRzXWNLo~H9Y*qx^>5rzH?e39GP#bFW7&c1$68X8u*@<)tmeY$%3 zzqVoPG>}27kGrZ|5{nV0c_x}Z2v29DYIqC=vfL4N!dy?>j_l>uqFwt@Fd)x`Xz%pGk-6aFUAJ|{dI`9bjl%0q=lSD7wCs+l^mQrLEi@n zf6)Yqy()z~?hhI4F%Xc$)M1B;lj)VgMiVqK_gTAbaU%fV{*IS3Pda}%`gy|FO@ZeZ zH@Hr378lk)W547u@wt@2LaD@)y3Dg2CMw$hZJXs|Wr&hS;idtR@k$Z+NM=PDAm=O3 zoFzkj2@|sZ|NitgdE9p4#wP6d7`{_Lz9|-icvHnPSaE|!ljsE(0 zdfy3$j38ggP_+tS?7YCfJt~l0!0R6h;c9L*oQqAe8;y`~5B~I|h(M&8%7gCh_Mq!T zCX88svUnJCEmra!YizjTI6nD<>t$MyYXXS^cPmjHUyig<=(00{4qSkQfiJNL$aGW| zSYW!@?(9q{fod;H24aT5Aj8gW78J@@p>}}_O-FeDz=N^Lo=@Z9zS1n6+Dl1ww)kmT zCpYkLli*SLT9w7AyZ5Wf&S)5FYV1E&w(y8vQH%zphFm_`gNi=#10(@J|K7gIz|$!R0qwX|8dbYnvct^qb2-lw$y+M0cv zbwq@ez8m&JgYpnU0~HItGNQUoa8ev;&j`3xu{K z^1e_4*GBGBOFJFJv9~i8fx9bp$$E@ccd0HV^Rt39JXmf2Ss`@v@cQT{W&=vG0cO&^ z-eRCA&G6B#V!})O*KA;ad&_NxxwSbeO8PI!9+!~r3QQ;bvh^ai8*DEQ5eV*8Qnac1 z$uGFH=uGY{Uf@IWG}U8>o!MRrBPy{agTk-xyabqXioW8QWtWC~2`U#+-V~+38&~I) z%{V>1=8|OZfxh+BMB(?LIO#HX)bHA}3gIFp6gv?y5q4%>47_lQqs{YMY#C5{dJHOe_ta<5q7bzPDi>A9Xvo|fu{)D5VjJhEH$89U84h(HRgCOr{{(bjTwdGGT>${KSmYYiM^V=(o%_vC9$bLxG8ucXa zDKP`^1BMIxwRgLDaB=7pO?H!`te>*IifBaLK<5-Gj`WNkqA&Oa;-}#)M6v=LR~DMFyBI&Zmr$uMB2na1Ydep zWU;z8d6ucbBVd^|`f_OY!PVj!4{V9HzZg?XWi{XEoqD}6?{Le^^2jZaBtymG>p+6! zENBN=$i~n_+4f%4dOX65yE6#)hG|zk%;!ht1APlvXh|6M()q+lyiaP5OQ<2JN9{fc zY}Dj^t9H7~;Wq3%9|$sb^pGLYA|tJdw&ij?z1gvee_vtaayG86mO+JWU7N{NjU1XF zRONe~MXo3R{B01^-2!O_x&8vbB=+`}g?Z2`jfMHD#riHu{$N&&lG9;y*{Xmx> z@&ce~U1CR0+XJ%%3{KT}gh_Mxb3!YbPFkRf?Swi&wZ~1SK>57uv}*fE4=0Bw(~Sl2>?xv z{dV+#+d1}UlnO3k0~-MrljRzeQ{%AugW|twf)lJ3)0eBtYSfyw6MX{c9x)|bsEcl* z@+I|oTjnv5GU8Zelg2p9r^Mva3kD~g(4oXmXnO-)4#tZh7)#l&Cg=dOn-Ty32kv)B zpiI==-n^HUM+Z%AGC?00%NF%J$>r=-KRuFB(5kj{s=zy;adQjCgVjo>M_50wc z1rg?v+nLxFT^w_(TbDocMMsgXcf=TjJd2#MxeYTGYNBn!z?7pa$it#z%Y-YpS#}DJ z9zVby5P(Anvh+S^4SMSi7D47@eGa&gRsYE)>6nuW#Ug*kG>RH^2QH#PuM*Qd#6QPz zs=nGF$=H|^<1iaTT&E3^TbQX%^y{_sCeb?TGwRaZBJj7K+e;{{pa5i#241+*Jns9iWY{>Lry0uaF1?75ypxxXAl^JCwXT*hA}GcYKV z=>7e(kkD;qxHa!?(<E<{crm+G3`Xw|xlw{BJYtHYVt%i5m7w;-Q{C7VqD}q;vhlX|3q9VdL$`~s z+6jeBq~o^2)7#IR@t%%o1!FXz%&u+wHqSk0YNV)@MwKDyl93$1ur6!zZU!Gql8P6B zZh#6)?;ZSWI-Jx+hw0Fyb~E2ZT3WIwo0al*p;Kw?NCGGeSEDk(_RthB{C;mCDYmDI z-b7YO7M^FQ?YZ5a$b@}-p-MzbF#sKzDt}u$qbuQx1-3lcHtm3+Rp=s}?S>Np@MUQl z=j9XfabQM#Ld4h#UI#V#g~+<+NmGC7N=n8+ zmdMZIT_gzeAKlJc%hQ-)Zx=aauw|MUjZSrohI4WJFAHRBO^<$j*}4^yqbn-pjjL2{ z#?*S&mCmLm_udZ#QM5_==fHFxD*AibPx6nVS^rK>qP`BaaKpX^2f!eCrjm9iW?i!s z&VSS;Dzc+eEppc#A2{KkYxm($nj|OeG34BPmKA{=Ym;2xXhpg?0)DdAs^nNohQmVp z^b8(QZ_$-#Q4?=v%^TW!y6380dT7#J0$)0Uc?OKU^gYxjbb;sV)!`xQRa@~;;pfsfrh!TiY~L#mK3&;O zRY15}uoI3Lp&i zOuR8i^hc_ffuCCj1M|^H`vXE_KbUKR;h?~#16$vApMV)!xVa zklIQZk2O~G8)aol0_T8=oYhSH8O>x!7|4;_`v3JF-54Q#4YSpM4MqpF({+|m#ql%Y z#jC%yKxFiV1D*HIzY6o>Ef4~Dd%)i-S4h76BAN&6(`+FOL-sjC;Gx-Ly;7Mvv`7|D zuVM9;mYwgpLQcryLM;pjV=Yko2e!vbo-0J>HPzM$Q3gmH3#D_ukOGbJqBQ{$~2|T zJh_H_s?6Zjj6>NmOEYPrX{0Ea`F_2dfD2jDB|DX4?qA|kju~C$jP9>UizeV<&V9PjIjigfs^i9C9+=m_n$i9HobVWvFm)Z7Go5f`xr=BX)C zDeeiqVZ)AWkU%_tX{;?1<1=d%jgnR_Jo^Xso+L(O<Shc2B z2;R~OoBEx_5g*lIShcUdTmRAB4NLu{-D@EUMju$;)cq&`G=Eh~xFk>o&z}GA$A~LU zk1W`NM*_ai^IpmG>9XG&ekX3%BK|%98?et^URPo@=Z&$SklA8X(m1@&!MZv90r}LU z8-_)j*kmztUDEu@f~KqzJdsWqOgP`9FfMfS3tdH9HRdWLR_NzCy%G(wi>N`f;vh=k z`(4Cb$II>lGY21-$FI`vxdi7rLp%RoUo)&H@Rn1VY$hNR ze=LtyXl%Ks9i>1SX@_j3WC+;Q$SFDsbq7_{J$gHm@ezbIZtK4AaBS3hw1rQ?PP#YK zAbihz|Me6j-y>-#kM;^OWR~@Uoe^sE%T44`m=`H6!3N+N>RyBd(r}mFH$bbfOPk~VzX<29 zg}9wa=pUUMWfy%;8L3 zdi0UWD!%EM!cms~l23qZsM1u&Y(tY7XK{8u<`K48dNkAHaZe$-ZcC!rS*(F9Be@+8 zIyegQg-PMb<9qbA)x3v_6^9>q#t2Ai<c`xuE?lTB}-TCc4p=1^2v4Zt#^6A-Bs zM1@|jsKf8c>e-4YZkbIB3)S?~Di2^dxkrAJp%gNB1l_)~|nzrhjY=>0&k7rz>U(ciW(+cgq(FpwM<=u}N5j zEW7lw!2A3}bEA(jyvjUMdZo_NrHpuYMxu_x57k1wxs}x7Q<#=&lwMq+cg;0_;?Uho ze`m?$Ue9g(!8{q9v%RmLS?Tb-d@Y+r+^x#vXW17}(q<0sP1mQ?Y|V~3vORZvkBYog z_Kwu-Iv2EFL8XZ(H?A6>#oyf?8#=!=0R&R-A@7a~sA{9~Iy)>tV^tdHV$IQuy0AZo z2U6Wy2LG`yu%6UTJ(w*YUPDxV{z7+~*!OXn?7Em_vOu4!e*#L-l49HKDWcZ zw~jrolp=LEsl!ZTkHbLT)WLVUq@p$t=`Z=qSAnRvyxUIdS|EqPMfV)CLPkJX7~_`I zbiOXT@3BLl4EWe9M^4k9pyj#MTuT$_2*$>%)YAfzFB{dSUH$|P?kGpy5?H=0jb^$n zpT_U7nu{wj@-xKD6at7Ba`4Rko9GUMuFYH3Nn`e2y}Jw%(84}-R$>mGGxPDuf`e%x zr%haP?<+L&TSPNXic^erDf4(h|FWcT*cbuF85*ZLE*5eBS!(jT>shnTYgHoKCfFd! zxKymtU_;IemxJ6}{TFfS57TxIGljdj7h4)h?zaGK$`XO={plA?oxIE)A(}&7Zw8c| z_UVOLK%u?>NCt58K;LZ#s14!Lx+Q!Bv-8x=R=J#6{Sj<-d7z;}Zz37C9s5)&n)KYZ zy*f)=IdE)V9;5i!xumNKGC07jQM_|PD7%y4l&+0~3GYGaCDrKQl#VK?;at7j7_3Zc zEyo!F`b0hVijL?`=9=Ql@kW?NVB|K9-lBnl3f&{@8y&tEUIq4|AY2= z7E`=g@Nwxz!s5oaIviy{SwYZ}HS5P`;CU_oq}KfZ*P1zMXLQ^=bn*foCn`P<)j8+w z5Ql?|cg7oJgj>in-Wn|k_uZCEX+Y4<$o_;okZf{0Yttx?IcVB4|xKbNB4e) zDmL$u8Jch=JvoHLPzu?ow@E|W#FXtB&K%kZpthY8xJab9-1y64;sGQ^bpsD-$I%&XF|aC%3xW)`@*k#f z&;CejFQUb5e1^j}{Q|M2bSP~on6U5C&TE_tpW!^O5RaU8-9 zGs&aMLi!--y@9s4pgB@LtfS8=z7;bB=T(7n71rF)9Z<3BC+dVSbpWI!i!W)TsB+eZ`J&*hc%T(PRv}q97|sS$0CS2u95*ye^)IRr>ac% z(oJz5r1wkNiLyN#2|ZX!s9Ma~TX?5xjzZ^iCC}n~rnn1jn=l5Ld5@qdmyI)#GRnfb z$HdIzd+otv3!H}#b?x{fYmrb2CC%eYMO?&zgD;p=XD<6&68WYbaXpZtinh*%)gt|_ z#9iQIDzv|W0b8C*A6vd&8Wn!8dT<)(KrMm>uK@ay@b&vb%;e-#m+6Vg-@Z*Oof03E zCn$RZU5DdErxiSXoDXA=4Yt`T#n`iU2SF4xH`7h`_(3iCyh4EE1x6K%y*14J_qb z%!>I9mqN#xxJQ;%QT3}JjolI!_qu=BwV?3c^8mr3o=AqNgd<*~wHM!_{}_a0G1!Qf z3WBpe9^SnIi_|oH)4G@GcA9&Vc-yBXb=5)sa3TYlq0QV?+x-UjF)^_%H7s< z$a?C>-^;*Lye!ln23{kji0bWXd=jb6eF2>CI|ow5ft9PW2sBo-9#5e-h^ z5s|h?Z$zV@RaUnI;K&NZ-od zOpSHZ3#%q%HO)|gdqbdVN2y@$RBf|#nY0Te;Cf^QC0GN|dehe_1)jF`j@)gR!SbGp zjQW0sQv;NHmA!93*&|yJhUVN)@7EjXG6YH%8x3P@?+J#?Pj9~X%iHI^wg`p0r7VI9 zz@;g4s6^Yfh*g_37xn+QvdlYIl#JR^DJV!+qqw7kFWG$tmLND2P_G#l`=F?0joqK3 zjrQZrgySFC>@UG;MbVKunC<{ZGa`l)`}FNV(tPJG#T~gTL6ux$1ERqX)2E zXdwo{54NFTB`Hwq+7VH7ID#mNul>xp+tu3A^587d9;5IHnXoZ5fB92%D#fYMx+4bq z2*wz^?O}DTs4oD8RvYuc$M|u@b1C=JjHA2;Oj%TYDATTVoo611C&=qTx;)G{W-ke5 zJ%>n9&cWoD6?H+2xAp{iBM3(+AJ6n<Q!sNE>bn6Amoa2=lH7)V))pE-8t zA~=~hVfSCWoPOR0(c;!i5O!V+EonPNL(TZZQZi+G?`hT!r}np)pWcR@9+AhezdrI) zMVyo($i-*1Q9c^2y1E}z1N9mQ2rpS(?s#>-~k08hzXDDU1qzlV7hNC?b`WkK9GtlW8O zra6_XF=M~IKx#DoW?jFxut#i2J4X=igdhaT<(f>Asr9B$960rJjk^zrQ(NMQw7;z| zI1<;V+#%4u>4)c(v!=OnHyHSrhPaNrDlGH|%8uF^h<>4bV59A+Do=Jp*>8kuT{(m$ z!cslF*}UH_a_)frMOG}uPx$=#aV-0613QKbpiG)R7AM$n{Lpo{bf#e_4p0+LT8A%) zl@rCz6$RTukz?Y11Ru#kW6WdpzYM%h2=w}K*=(Zub+9&7QI)a;6}{4qHnqH8pr<~#js z;CT_e6tt+!CAnUpkNplK7%_qh4J?Qh>G|~^b>)}c7yRtmoeCv0xf(94EhZQPn>zQ; z3()GY!BL{jql>{P(#As|yRkAZoR44+f+&hsdJGTND13h_;FvgX?tI+5+R_hWv~^#Y z-=~#T*5epaMr*;P50_`$NlC?Rf))+E2%DJqCfk`eK~~CdviZ}C%l%%2M?!x$W3F;_ z0W#v(yDXst5+tO2c1Fj_DNxv~!L`NlK$vOYwY@9Wcz$s1=`TQTbG`gdY#wz#b^kWvs|fap{=0nEt1?^#BmoNM==`kk=oFRfD~w-8LNv8txSn_-Xbo^HHn0s2*)EYChOy^iv#)cfirAI-W@~_O(Yd_3NeHv;_UgjFK?cy((KnadjDp%;gRHaV>1{zm6le`gw~`IgW9o<19_6tW<+cprTNV! zD2QhnZ{K9@?D{gjeF9LLvHR(^i|dZpE7=NkPvD&7yOZo=sE^1fu2ca$W-NlSAeee> zae%e=n#N!aQVtLzB5}f4JX-d`B%zDDx`PV6BHgd0m2ca0Ri&jM@^VA;cJS-{pT_fu zue16t$QrOliFe>~pi+~kGN<#C#$KlTer@&gA?q5NMuwJv+%M)tVOCRdvO1Rgoci{t zjJ>ngA?Yf**qOpU2;PE_8lGA^V=H2Ce{`;*-^o_b%4d@77xn$PXZ{>+J2Eo(uNYRL zj>{SxWK1}Va;S~QsA;_ahqn$a_sddsKgZT;OHy)MF+ro$4yP7N09G#fVvuTfRO~hc zjS|)UD3k%aDOX%O_U@4{nnKqZn?p-<<&qSbD1FLTInc0zIYvw65I0yo^@GYXoE`xZ z3&jhP5dPU?-+BJRofqVB`VXUf$z)@`w*5nrJ_(uG&4ft3@sd3r-Blzi{RO*_6t>=m zs@0nH?0Jma4*#hCv%=M^?^HgS^&t&eBXRIc(0NUdX>KVT18UT?azL}4_ZfRhw&fx2 zZxVug{U-cQ$zUXH>6Q_Bl7)jkTt>N|8OxTbE50jSh2l<2@HZgsgZ>?jNv!>8ZQuBSQO-Lf z-LA})t1{Kw6QIafdmm`Xs*Z)r6l7Yb_aquq=#$mB3n*@!_w_i^^M8O?8q&F@<$5-# zb&r)MS$dm}V|S@fsu$;?@bzF!H+l9k6eGlKH{I;kuJR&eSlKp46SZGoPcL3kq`{!+ z80W%??t}R<$En|;iB?y2=ARyLthE#lz|-5j)Y^t0hE@uS<sWcW*P4eFFz>*Bxu^p zL9(2Doq&v{$5e(~B{^#Ay%DfYt;1;JACt_TY^~ z97tk7T^P>)!dPHlx%v;`0RI6GoS?vD&{R5lrx`srO0U@|0`wUeBdr-8#P>0!KWi^d ze}V#Dc#3$ae%>g8W)jyKaRZ4#!nX@?p44j00EkcOje0x7&%r215K1ZP1-F>_TAclh zb2DX1WrDRc|EW2ADPj1?nz;Cbu|`RVXRE>YqQ)u&2|PVqhwzTiMJm4zDkp}UnlZlH z1SVMOjFh9oRc)fmo8&_ez*QBFHf(x(*5;*=4LpHR6(X1X=2QtMf_F?|#>2J5FmMNN?T;Jzdh%-tyhj1?N(_ysKbC`#Yj+X*MD#wkjJ zYdcnz$>o+lG6;zs3$6dJ{z>=W2y?illlj~CT_qp-Pnivq(2HtzT?D%4v7w*zD0JrM zz@@sSDo0DD+DTPJdcCK#_4^H&+FF){r*tBQvL8Nv@7+DXk41K<$a5GS%Oo;W=VY91 z&mw&s)wu#hK z1+tf>(^N+LQ4TJZcwp2eR~e`p!-RW~k}spxOEgg9h_^=fk!Zet@}>8^@xV&Iki9R# zst5nKZK~#gy-tOnTvo$Ar>H&v;C-VX)mPcQ5K@mAt7D4$8z8v#XO!I3mKc{YBA29>1>|m3^6nwvY3Q z84A-SYUmt?9hGEN-FDA-)F~p0le;EvY`i$?2Fm;Lwv zYcji@_2;K&U_pA7XhmN>Ayx1Df@kvLAd!W}83scXw|7wRT7Al~LQ|@-N=60;Q#n^1~Qx5+>3<&%JW|IC@Fb#kr23iFJ_((ra-!N_fcd za4Bxelb7QwLQ&gBZBH^yb|R~B2!6#;Jhre15#kGNv%W;D8>_vND0z#d{8!b+(Q%W@ zDM$`rqqy3Tg>ZfjZWqK-xxwjR*K%;u@9QJJw(Afe!#pj18sFR7>LPA<5N(efgd!d1 z;}sZ?7y7P)%Z-5-B!j_Bt(0zKJ{))p<~QmL`auu^UpuPZuUhHSEw1BYq|uEI&v(uJv!@>toAjdLoT0mghkmp}2 z*HGO$`0`%22QSD?*r#1-zK zU1OF!DC!i=4Sb9@)SvD_GLErJ(<&9@zhS3ucV$}Z*svKjMjR3u7}@KZE)V!$yx3d1Ro%+VB4v9OV70JDB;(a%) zDvN&2^h!Tdmu&5v5vlez5}z_?AU2*n`jR)P&LA$Qyw^BnlUeE;lb9~I-4TZCA&8Oi)LhMb) ziTa;Dq`_#+8p=z7P73`VXoQv`MR{U2$qisPdF?0y;Z$9X9y^g z8U>L*FV2>*l8XOX8zw*zh!;6ip8L_%SDehBqnLdWd6(sJIiVF1Rm$d~K6UT@)mLkC z%JVd~-gV8P%a>%sV|#9y9pvb|0;#Qe$BBqzJho%He)`Y*Nf=}wHZ+%rXp*F_*TeNA zt&?6~F&-*P>}f5xTS%bkOU4B&KA|0VoWx3lT#jL?0w{hRo~=Gkp};ax=ni}%g)6+K zxpB-wop3{+M=;U-_$6{1(oUnuD-3u=w=0#pyi$0Is3w%5;DZ;k9ieo80NDmodp!S5~VOv85^Hppt`{+95Kj_Nxl zYjpcKy_NX;7})dnE6lD5pRO(BnnAp@*Geb1=egmAiV44X2JpSV#*xjiy4}Ig;f2D>Z)VSLo#**2}ws~+iDRX;P6B@|D0014iWdKzo zApis~)+Rfcol~|%kgi5M(bBF^grW74r_{aG3ZA{+22WZNp#*XU!XfIJ>Q&e~zWF6*2Up5EkY%3Ac@EDq*Wl3jTL54LRY-iO#Ap7HNayWc)WN=!uTRGv{aAZ&6pT`a95c5nKVof)dPOQkB+ zHuX45!Y?R`SQI<2h>LGLxtIaHm3G+d8VYt^<45XV;QwWJ%vh)g4O%t7Ap*?1HW8`T ziY?FOUy3BPELvsy+OvsqG7CsH1!$vQtZM=I(HGk2#cGppiwaw*DJ}?PAG?;@g*Ekc zLP5nGGWI~=Bs0db3o%uP-Ukxj^F>B}7R6U%x}7U;<&P(y4%KH#Lm>8#MKn0=!^Prr zoqb9h8)>OCUw%g9Mj4Ad{W|IS`w%$`**E6A?r*oOijbwnhq)} z+WKM`lBv{kH3Wv3!Ev~C-5Dc<-8g>w>47+|{24+63~pw0&?L$wZ@p?Z)!Y66?;nat zO_-D-t#4?spQc3I!pMmCo@I6`SYAm=1~;`e0p@`>FM-*&>b!%cj>>O+Zr;|UeYNvR z9~3PPT}a^$x)m3O6uhLr*3h70KlwdnL(~IBB_`kFC2D_o+t|)hbdBeVz#_}DMSl{& z$XCq?-!?N?ga_h;BW5uFH#?Y#^bMeO0W$Wa_00tK18c7IY9tDt!zL~T-g37FwXRCEU z0C>lPnOCYDZ)?OD{)9{TL~2ywq1oOFlB2LTw8Wk;lUJxWHS|0(CiJgSzbUUjErIve`_l6a=AfGc8qK`l9qa2 zt#H?5Ir%>cYCXd|yhpc(S%HW5ItfGhA zPk#+S1vkJ}5}J$c66by6O8M?qffIaDmhUp`5o`$$$^cY>R&-w1WphZv3?Kz|S{x04|jn1kHG;GJP1piW{yiBn(OZd zn1F)v96o&(&3VTTfMy9>bMoH$xa|TKI9w{FFR#0@pk!Q5k&?0Iac~b|8$MBdp3B+# z6t{k_6aFN^zac+ZZn;1|GLhbIscro=(uK7wmO*&tX>=Wvi$_*-ZayB(BFR+7# zf7-v1i)Mz)L;Yo-zF&t{QnMlAY&OI?aXA^EPPZ+q3$NpWh*H(Rg3nez^daO$^34sR zaRR8Alliz8jSBUm_8-XgZLRSb_mXYz|0*}i-s5j`Q)#$(UXgFm5%Ya5s{CJT?;cGd zQOOs-`p%({Pf_pZ;SzpNSl&DIPg`FOL^d}naOg^ot8!26wE7Han0V&v>i_u*`GS9=z}=6`ut zjUYzjujJRc^o&F&C+Nr9?SDd-CKI&05F)V7_Z+1B)aaqgqoizxKe)k02Ur|$kMQjC zc#34B=jbfgBj8`BL2RdP**ZJhs?3s^X3;+;F0s5u=ILX>k^O~_Kvfo=sJ7bM7NbcI zfo$Q~52!hBWBy7cP@N6O4k#8 zs7*mI@oe^7!u1#$67*y$=#L-83ss>8{Hc3GHF`M}wg#+7PWI_nppHa2-Rb;Q37ykN zz;$gT_N!Z9wTYl|%yldcyjJsZTt&AwMrpUJle?!Y)aoaboZR)in4uHkOHpny&)71^ zNCKqift^a9pe~l5@!fNHx9v5J(ddsXk^f`v;Al{(j<|StEDG^ep@u+9A}`kwMiI3*4dC^vQKQC1PPO07Sq zbeM3m(>L|_;9+*Ik~%c~7+RZ#CDCo1c3rh@xyIbHbQ+OC33~~5?MIy& zzdErM8G#S;T8GU8<4p;S&N_dcP3yC}QaE+mBv!%&2J7{v9H;sEfcg(mYT{;X8Ujx{ zw|QvXfeB;mDkvo4ev!6Vc$tIw@K-_LGcr*)&0mh6C>)z^Oo-}2qN`C-WXZ|a1xp8K zZ`PRD+OtS8hbqfNGk9PlB7%+F-lVaF>TT7xGLBSf*EIw75Km{-FT~mK-!1=MueJRu zh^xb2)s>^Sr9-91+H528c#_-!UVgyf>P2vm?;yEidS?zSk^C7rS^24^E6KN@Sv`7#_Kq3J<5hZ*=FK)XwErs2#UL3*2y)(HoTulzv^8#W|Kv}T_x086SVU=N z+efr1nCeiZv{c*yd{>6XZQCw<;mVdPJ7LqsOxIA~liQLPFypbpw>p>9!C*mfLz){R z^Uwh~WF5sH5Fz=wMzIHVhsj z=_v{>MW-rRW)`&A#_!6L?r#7foPoy)3NRR61zPlATMU06B}9mdcOa}Kbs6UkU$Nt^ ztec(H%XYh6{!%;d7)^QaZPCx7Na4z&wlBe+TyxlM)EOi3AHQ}0k8c?euSDyynB zIXl=$?!iigpeQ{Eg;39Ymg!tv)Q)qGnl6m7$A}=zmpFsmrIjQqBcfJ4T%f>d%Gj$( zvS#^VkP@Mnv%MhenJb)Nh*+sRMV31&`jk&Sif1-^;xoOhW6Bw70B;shei5^@e-`=4 z$ITqW!e}rRh-qo*#3iZ+@#D&VDPqAt>!&{Hqh{b@JE>L1NW7>~w)1QHffUJHfjHcy zs@~(Z&>TmbwXdt;8!W5gHx(hjExzAYrt1}yVz-a^vz-_Ur=lhlnNX?S=eZFRmfOw1 zI*(9o?ze2X+$&mEk=q(Z=Sv)JqR6y#x;%@|$aTH-@Zf2qZ<&7j@JPgkRoE(R12O4= z;Chu}I!}LvT73IVy|MQDQV1v4PvT}-%nferoUAD4_MtH`op@`b(uN0qZ^Sr5$dJNcO5qL^T%zp-tXgkdfa64A_|a(IZQH1xlCS zmjc%Eu8bVXxeqT1y=+czphP)3;Rn>JbA_y{33A=zY=Il3GgJ=i3$a1y(Nh-r04D)y zv^mMN!<$<5O0PVM$14V&e#8$ZaC;BHA_NBh-saAqOyQeB-)!tM8y+%1nwU=^pM z1bU9PVNgZ__y&U_Hf_gk?JhHHV?L?w8@Nz&Z2{X-_<;J*PO%A>aZo_$*B?atyAm0a zO@KfX;ZPzvEc@6T38-HXSX830eK-G^y5r9pyje~Aav%-sJFvoPb2wS7A& zyO5QzKmg>{GXn8|0lS_&I&-Rgy4q;GzrH~`AeaF%x3+GMjz^ir4**3# zy1(L|vJY--3^r%Qw|{2%GaRJNX_e?~jrzGu60t5q7Pk#$_?)WQr*Xa>dY7{$9vzXE zS@(S1)7dk$ej|h9J||jM6QNU>#aZ%)1Q1wb?Q~UKULOPcwSaeb=Z4oavaR7HdZIm} z#~orp!Ux~$HVu9*QfYxp^EdH@|CzLJoyp(90~N%N`N0XF&@iKY8eg9)iz%8Ah_Gf#9FzPYC+g)C#TS5bxv%n%5h_QRkHjp5vA>&twwpG`YM`CxrA! zeW1frQ+OyW9FyYRU6my{9vvME@5kT z`UV!iXRc7@@rEa6cp<0J5RKyjpDGi((CR!nJ}z-?-Ce3fGuA+qk4d5P_thR*U|FiB zuEk@dht*3lYltkzjyIx?x@A#|TIB=rj3PfNUK&-C(|L&`m#inBF z*vuH*pOLF!8F<>jr}55<8iE~$kjSl`o-bmk#il^=`f~UmTNF3sJ%V{W zWD*d!;OVIqQ*`rHInSUI|G<2o1U3(Ft=sz+v$}HjB7R?Em)m-*C9@)fE3~XeLvx|4r~g0v_(uaC(L{>7M1| z8@GR&;oZ8p`fFgD%3utj`V5X(te0?Mqga5x!AyEy)Snx9#hylKLcGa|LOD6JZFdD+!*a|pulo!O^7R7T@U_r^yprY0iCf)YlXrNgKUXo1T2b)Dd@VZ?T(Lty zDPCRF@7xQGoQ&ppZ*fJ&_`8-dD15SBME9TeE|60~7+GSCXV;UbqT(j~m%HrAJ%Vbt zLv%tlTqmb=LKUWYRDy-C zoM#=2`_!pNU4^FHMsK(VM$3#Xie>HJM@^kr7-QS-K-5K>ve02AQQ;R$grlw!B#G zeaU+P2$CW8Jd}=8zYbu8sjOvaux#egAnNq`2XM18O6bBT9?*$Z02R*XtcKS4-w6`z zgT*3ygsrYsO@3`;%~5`2FF7A&Qkc2&PzPBG@Yn6a){r}fTR@#>zkQ-v!5-b*i>C!_ zEGp$#C%GOO!>9RcrDj>rpN>eZDfA{Y;)pmJ&C1xSV+RP>7XrcrJx z`3nzEz^^#1+eVKM4F};bLf~j*@}SDyIAOh@!MTSpx1p&5alT1I&b9Z$7S+YXFnfVQ zUWh22-1d_+6H5v?M+1$v&FD(h1R{W)pg+gJ@y3YrHPD*T5m)#DAi~x*MBSVqef*jY zr8Ih<&(j9l_%py|*Jgwp_4rAWbbv`|(#?5|@up%3)C@yyTR4)Dt1ooZdP$qi@Ao0Q z0=rO6G1Qd)(Wg{p%>5HlCJaO|13&;Rmv|&(yCu{TXg*Jf_02Qa9BU%UoE$6p8xWkrf>VWEo4| z?d^g_O=fx>OfL1Sfh>daY`NRuMUCw2X+hTDul2P{jFDT#bV-9tKXuZMUU+9-aBbNt zAXkQ;!Ge=ha6Sy58aRc;a0|sn#c0SFzcF0j=P5Q?^8Oj!t5G(R7)&Vq%Q=!_anR?^ z3j&^4q4nN#+N(g+d(d{PVp~)0R`fpjQTYuDE8ag!QM1;kS6I_m77$w^5|bk79xiY| z4-S@;kfe&~jApxMMzt4rE+4ezIEPyK3IX;AMWoAPFQu25+s8X78b=9K!DRg~Lg%^| z{**)^)Kd6(dXvaszEe~xS1SD-M0;7TIpUVKOf~s>=1}83LB*U(zY~%ZxSBnV@Xy#< zi4u-)n#f!Fc9UF>zokg!l&~5-F4}DfFt!P33D z!KMKJ`|nN9bVivzHJ3E@%W{Ot+U691CfZ%twf~*ovTT-feIonC0noz?H2LB7){vWJ zlEz!WN9H5%NYq%NCCKpXTrq5ZKjse84%(1YOq>1Lmq1n3*%=n3spNP>wdGgdJIdxQHKdz^XHaS&#^HW{4zQ9Q9Mb8<9757b>_y&hZF_3pnEh%|2TU~a$ zhTHd_Fhz?^)XysDoNJVP7mLIqY`3%#yqtDn(Ih{5J>9$w&#dxRzV)qbrza@($3)jX z08l;`kZJ@iLQqIbc~VZ6`xb&k&UnHPQiJ0;n~A?+4Q3}j>_MvWi${T(DHrP)e2$CR zWFMK{u9eR>xLmn$h)}~mBOZMeEy!PKSi882r=Onn#5g~8`vae!J?t@QoL^JDDm?M? zyP8Mvtfcbl{eg8S;M|_&#{)mMb4bmOR|Nm{bTWX}jeP|#mCMzWEN!pQ~%(&vA zGwRj$j0$}iJQ1M1@9>_GF#7HZZJE9mn}rqUAHU|Xx%-_6#&7jy2b8i2q6f%k8+`6q zMVnAlCSOZJzyeWddBhS+(#q<2eEP6MwtEbfSfAOKcfimFKK6JM$qu=!+s_5;kq_r`#ax>TK_<&5P(3e?b9;D-cXmVnv zyEM;nBH}c491nBcB3AqAZVH&(ed=u9kg;;xi^quKmS5Uxnl=9w>5oFvFcJ(`Q8-M#wPx}=y@UL(_QrFkcv7ytsCF+-9(+!3-x~d8v zV?nr8QJRwxC^2{u!MOcMD4#>`LNk-ZToP$)q%_jcMCo;E-GcR!Sws8IAZO zN?cxSPIPJDTZg3>=un(rh$^%Uq&0TGa*Pu@@Bl)8Pr!=m_f^wO2@tGsteUldsT9?A z_k4<%NWpkQ7@>|wz$42jyhj>udnNG;kg?Trz7eSl$tNk>WIg-MAbDjsV!^v?D!=jdaHzZ;#*jU`I-ErodQI^m!l$QW+H zuzJ3HB!C4I35lQi($Z~p5bQs3Lyw%YXC>a~9DHf^34(fG2$JS0LMtk4 zmu{^3hu+!iWkmLN9ub$U1Oe$1%uiZ!)Tml4^Y0c-;{OxGvjdJVX(Y^<+lz_ z|JD)j&P1eHvLIu9QV>{cS5yEMf);>D{upcCN1O2!-r13)2tq56WCsm+=nL4L0UDu_ zWEG+RQVd7};3Cj}1`*B;r7rSB?&e~TjVwJC3X|(nYpmi@=VCHr{6z#gXldF@FKfR+ zW}}fmB7pWKr~RpZ`nAD8!WIo=J3}`05;Dh0v z`h~jvk2sx#f&J)rDlp*EToQU%yNY3Q0$e)@dOhsd{=%MgR<(hu>YJ5Z(_Xe>wxvBp z1u`i8+iZDdQ-9mikZ}S08NCs8MkzUOYP# zLNy`Uos4T^!N6QBPUx-9m2Fu(9w{^YrFtY(u?@_7{^o1hbe+~Ksp!H1ylDb%47HAl zK5Karc}0p5#wd8Jdjt5ajD2wSqQs`zPhVamTex{`+$g^QcWDsD9ub0orq+~HD^jQc zP_Ug1X06}EiEkZwRtxup-mtDjAhHz|BPyY%G~$Yc$w_bh?aLoTOqxJm*i+U-eP04B zk^cpb3V7EE)=ew4VVdlgc88kcghG&pY~w<5WbM9qVsxOBZpVvRbeE#q*SoN{Hv3KqZpMholYS*9dkEwuz5a*(z~R<;V;D`c zZp6p3H`n?NU-b$A3Zn2|$GcrH?bjaea(zOOeqVw5jZbjPNA-Ja6^f*Mnw*M+6ZLUE zXm=JW@E(WNQ;y05>;Xvj1bKufI`&$*4KRxG(QP@S}o`0Y^!n0WA zF;mr_dnN+B1rR38>B!$vyJC?n6-?7ut~;vr{@dh7Q;0T;K*3f*)vNI3bTR=GFuxMp zP0QhNysZU08{S$BK{k@8LE{}!E0#|~XgqFYa^SU`QSDW814tdP*wx1PJiDN}WQs&h z^zgEZF?m$jK6$L83{(%4h8AxRSX(Ay255Lj^XR;K)m=;A&?UT95NYK}Pz%gxl zn7^A1HNY%p?PU|yGtf?{hMag=_@xYx3P^O|`b<5FJ$uI^OEZ zP;6qIJPU*nc%}vW`FwEljzcOFeuOx-yo*B}YlM`A_eIa!W8>1vn*cahklEHY$Iu~4 z?*!$AW`6t#F4X&z@8yJ&j*Yo2aOMcNQlH;!5>rQ|{l3yXsw3V1L15=HOr-a%jYj5k zLWf*Zp*)`|u?2qf4Sn17cr|9uEs?uoSoyd19QXMcCTs;3!*(d>chi!2S&4u}z`xDJ z?n48Y^FnPZG<26$HDxCs{)4z9rqu)1VYIF1;Xdh6*Y3Zeb&?HZb8Ybk)xP4-s~g4v_0B|GX{@@&9aPeq7tiQ!Vjb#Bf5`l;Xs4xG zt+0-3_PL3qR|P!0vuFPldH#O}bkVGWlbNAOyhspyNS`EUNL9g}H>b|ZQA+q|foHb6 z;&g55{qjl@>WjN3-~|JVz0w1?itf76glVOZYWlvF8I6?p$m?Vo3qnH9{Q67BIZ^AG z7TRbd;QP0Es%OkiGe7PnF3)Lf&zNa4Z>Ta-EPGtoqfIZ!%Id9$h{CpgS`+y?*RY*( z+Qfjk)qk&oAdd(oa=-pnjQ=JabVqwaWXS+H%1$&6LKWI88L?oHfwxgDb)mx}qeOnVU3_8Yt}f_lZ{;YZaQa%*CbS-)WJQ1FEInRI@8_Np(VL zHXf$%nDJn(?sw`AbiZjSd|c5O4$i%U7&INGI8~cuN)=FWAZhq>ShxPT0#ph3ROiy# zXAN-+UlhDee?>jgv;lzfjJXCB!_o~FcQ`OK9cai^C%k+_O&2K! zWBBR4=GNp1!l;gn7DN0lo%FLqkz3gs%q_Xs55dRl7S3~*73+9&k{uGtG&YD91WbljEGsV_QD#K-E%FVUAUyTQb`M_W>}(POz>gb5eFA5&V+^u1@? z=N7F$cD+>ofgA0?7G&u+wG!(N1U|xbv`FK1alGk$+q3qA;3V zQ9NJ^%c4a2MGW4X4{ zuUV0oeH+_7qWi*%`%Ir-40NFb7TO@Y%T*09($gaeH=|@v`bYJeVEP7U`=Tq>6bi;@ z&hn}S*UbNa1RB@9{55W)y{{3rPIPuf(!vu3vkF<6`by?0&7qvnyQO?lSAV>nT|DNk z$tUC1ZQeibbZ4Of5-BP_5S%J2EX#D=VvsF$83&0KR)+}hXSiS5OZUGqp^20fV8rEmWtMRc8<9$0`5mfB)uCazOz>)2Oqiq zv@eso1>HCe)4MO7+-rYyDUVFCzPB_-c6Cf8xUM?N;0ddzs-Lc&Qd2bYH+|C21SZcT z{^oe{U-Xb059aTd7W0>@w$HD9J$rQwnE(TqJJAzHx0Bx>X@@ijEt58mq#X15>nvCP zH_FxEv#~mu1JiB#TOXkf7G^!G7BJjVTxMmhkbYF^?6IqDj>54^S}Bf5-J#0kjyR?1 zsc#CUB>tNLlVD;MP)iH$K%W7eodmY?(lbMs-&+y7cWnxdbc81ezhbp7v&$&lQ$Xv` zcxSLPW!`@daF%&3nWq_VMx%hLJA@7yP#st~eujJ47dH#INX0?E_+7E=0zBVw`PX+bMa6 zTxusfb&e(ZoGKY7ibHm2)B26xIeO49;!kcf%-kQn0?H0+YY&4wl_&)pROQCtgqyiYgCp4nL}b z&Fgk9PGVXvIjJuPOOXYURDBVo}kS*mru26xR9WYkfRl^ z{ppV#Z-DC&ZbGJ1fB0-A5x&?h2yDZq-U{?~wLnyXHoxdwu_#+HU6Fl&7vV}`Z1;)< zEq`7{PFPuf<(6ON*s6XkolXmZkD1?P2vyyq=jeiPr8eZK;4eJ*`p}2yiRjSdPz8Wc z0XQ=jwj^VgM^r#Ye_uKU(LerSJ0vgsb#t^VsdFA=UgKgVKS(S|xPBUMKs5xMer)D0 zWo}dpM;V91)AdjyjGE${XlZ_PYZuM}cC=g;`{f-vxhr58rF34`gA5q#W;s%1u~h_l z|1%K(DPzR>4fBl9*pWPvuM>BDCNDT)2?+3!Gy0uW5kZ)*|4PkxCk)4rU+li`X+3OA z0JU??>n5(&Wy3cGqEKZ-NzTVFl|zMU7*BzS%QPh(0!NC)NQP{q-zwFYXDt1NOx*F+ zxIR}!2|xFtQzDiE*0@!}|<*rx(G(JYXunm2}2h@ikATqq#knG9#IbNQ@H zNoW~AXfI7Q^vVdrbayrnsvUzUsdK4bQW(-)9shWBiL6E@2f?uRjBqw>Q5Lx!78l;`kL~vxM=Ac6JM%H`gn`( zJ6)CPN>=g~$U|4b&$81&&}P&kn{yTXPA);!=QfAC3}+m{Q#_7~oH}Csfs#J3MZTm6 zWQvZN9hVvogFs$s2w_2LB_a-V#JTpnvrx$J`gLsFai%oT%f&&!w;yM!b?&F=*>X9u zC?t8%kUan>Kp#zW${9-*=_#q>Ox{=yl>t@uUrm4QacBcDpU49|%_2_Z@OJQtRBVVMCqw7%u~YR$WqB4Ov9?neA!rqL z{sNrqV1|=axbmr3>4EiBQE92}6YbBJ>wD1QH(%HAeMc$X>=mZ?xo~_nHlj9Ug@t|W z7?}o8DIA8HACHi|$;ZWneSiq+Cr!qP9#Pbp+Be=fW1RZ6uybfH=0*Y1yz;Q#gsv}% zhm@eLqC>IW6(C3+D?H#2iO8&2`a%C7^`ZG{s{~8?)>JYTxEE*AgEtNbBn_7ZubJ#B zyMq{YmIGp9!di56kBEO)K&Xm?+nWGdHqe^XV6jJ0?hWC^H>ww+sID162(7z7`pz0$W2*sVe%^M z)%-a2NPhp?2n@7;+6b1sq(y&T)Oq(W2v!N3rWAIDGm_sJQgk0dyOb^Pt2b9p) zUs5O@04l~F`~ht{hP;m=;`t!SXxSce%_8|DAQPjNuZ5ZuKXb-k>YJ#5Lj1JMgBCBj z>d95W6jI5$0{Z=y$oNdEUwuguV^0!Begmva7wD~yO=(Uu6MrX#V$|{ll7ug)T5iX3 z;D#I#tkK+``iw<5h^o6vXNj+Ot%;ka62$Mjk<@i)`m{W5L7Z4Mlrc>ixrNm#Q!kcv zdrFbLm|N{C+gBh_RGpQ0@0%T9X|(RVNqVBX3ho0Yw%RFgrPc-1QGXOI5qGYdbkt%1 zt0bnw?IxSiKC>kyDpAK3b92h(t=_f z-&TAd=AaHRjm#=%<{mmZ*Xu&4G8lUxnOl^4MaCQOFO`UeewZ^SC`Xb4 ztMk#Jt3d80>)DPXn&ous=n4(qppqvIj|v3QM=C1lVna@^4eAjRrigFoorHMTPo|b- zRF%!9@*(DXu*kqotP*VIhfcs8I~H-V6R@pY4V&dc9u+EWI0sfcvEx_XJaV}mpnb0G z#+sQ%32nW;-IbLH=1HOo%}PFebNn!8a(_L}yWd&ugqy)y8UI+m#x7F93^?S_UYX2B z0m@}_v&yWZxl4hmnl?HuUpjANstE(C`+`iFxcQyxMbi*d0mwe!k}&WUlsSUOfx&4(q}X8;FxK zWugcGNvg|YPDDr^`(giS*#0$>k${U}WPPg3RFbD^%6@639a?Zw53-<7&N5ZL_h#gG zV*d8Zo*@=vRUlj9jZAho?m~b;&r+;E{fr$CnEv;tX6sta#h`Ag{B($2{XdxXuLF0{ z6>8~?KW_MqtihEaN|qv!;Ei6X4+iQ;gAGQKU*~>iPqUgZa-jo41EzOsvg*kg63fzeJCoYcokH+qumi_>%H+pcoEd_nEET?w+5FSleUg2p@dO$+q8tvpt zZOQ`MRWY8)vAGKiG&B^5NU~0jkAQZL-0sPWFvFIcTQuL5_mbxn$WbQv5rRpcj4GNC zCYttp>kJRuxs*WTW8dbIG=YTaC37|-Re@aH&IU5NXsUTJ9{Id5bq~ukHB^ zUELcW8P2S-7B=CKhQx3XavM?G7pnY7_l9(7buddn8TiAW;+~B?A5QQToD$v|tUd!H zM?TEHqYDwF{?F_mDLl5eZ7p2`)hMCUKek~?d^HcHmPGX`t3gaywI8YL9W;?*XmNk| zKJ_u>uXesczuqTGu&h0<#HyKU$MQ;w&s!8|-{`>E@{N46b?>)}{k)-Sw+lz}$ACfE z7xL*hr9Hg*9L_x$wsQ z*ZzAXjge)AsLWVdi0gmSr>U|67Qilm1|NH8CUWOYKH08m_bJHbJw?l&fAhzjds0Z( zk*^TkSlsgUjd%3niUHY5^~`rlVIc(?*TdLfAVj9u6cW8I4}N7csnk}ZEJlT?#%T|> z^HhXrBP>bpsaFL@J7c7a38PD}4DrvwJ|s>XiqBDD1+eN%5_ld%3*b8a$VU=~pH`h; zIy<+At<+XMRiZmdJA}3~|B=FA#5;=nq4}|@xlD%88pnn*aHza*^c=XqSm}te8sbR9 zx5AzcZWK>(rR)YRRGgpqXet)pYL}S4C!dFQ-R6!20`Ua=t66!|Kqj==rl7HKNytTE z=E}f0Dm!2YXOK)>oRtieF_;O8l(T$pAuk7&QE!1Q&5AuA=WO9$y_F)&Y^x$*jTju@ zSHDU!Jwq_v4v(;ct+K8<5?Dvk%}bp}i#x&*5t`rY}zBfH5y=yW6u(0VAu1B=}T_4w+l&l;Zku$Gu`cjTrP`s#0po>vOq zy+B1%qHR*3rG3Ukm_*{3*@g{^m zC+l!U$b`7_O-k|9RuX~Z>>_=v7WK*iY$U9nJ?J)yEvoBaZ^qHq6`9wea<3O~CO%{g z)qOqta*f)_3Mv?$z+V-QbmS7&=v{#j!IgoQ-n>ik2a>05;L1~eB|&9)E+6kj!#Ikj zuLE#_PmQ@da%D%cRY=yYLi1iz?6{L9#G8!L?TuM95--iGu`KWLg<~Mknan}6?G%)J0xAC~X8Ym}5-|V(B1mNb zAc%-S0jvN1_tdw{vh7oEwhO4~-~aR&1nf7-Q?Je-kyNwz%2qgMO3Qy&E9|O)|LAZ6 z8#vA(jCU#cS}72rssevN+GarwW0%;5!(DsP(d8?C;l}=JWjZHyQ_uf7cR)@aeF?LtdzX4-6@aB18r420A1ecIYnL^B%~k zdf_vX|B!Z$)In>@{(uC2K-=GT<#w|YjmM`na}#;({FDv!o`?2{&nv3`-|T-PXq^V{ zyH!tV^=3TMSgzEKqy{u3ggKF!KKk=8Y{0W#tfziMKWlVz#Z(=CJc`?d%7WpB2{Jsf zekym@{acz3?fa90MGQsuT!Hl?7f}=DCwid{H`7FGW!C2e0Zx%O_^x!xBmg1KdNE{1 z+M~E157sAYy9AExi((Ef_<4H_{7$?%h6);h9*C1w(b)oyK5r?d5`5F~IDQVA2KE3b zS?}!kW|XK#UAJUsI?w|TfL)OQ{wQGG9(Wzg>X#_>sJnx-K_ai~h!QShk+^s_Mko>) zSgJy#d0>7c!hf-n?OT*d1R%RX3^x!TU<673fW*KT1z_EIsCbE&QoD0PTya`44xQ3u zE|{5g_w5FZwuFVw_IFSd>bqpTIfXv=`ow?jJA&??(bk0d#yw?kgJz(-a8&q_o>V}( z=vC5`vbc%H?RzZruV)l1TjTEPB^-an+S=})q80qQ{VUnhy7Wm1`21r=P|2njPjUoz zsmEIrNmon1J_u-kKy(ze_0jU)m9%C*siMr?ti^W?ieRLTo9W~0S~y66Cn?=nfFO<3 zjpIa~a`>|Up^Q$CZ;)GBoJzMbPcORmVXQ?NG8q~X1=j;`y;$LghM(dwag2Dxd!5)C zQ`UX9MOVazL_6t;-1#RYL2u*N2T?XxtmhA!=7C?ez3TN1$X(A_8~y)A5Eq94`bo>m z)yo*3B;jSRD}cb}j`m)^XZ)ik>lElHN(n|jY2bc$)?1mwdMvRq13WCEQ6Ap1%=5Mcf@!hVtSb|J@jNOTw;8-`rIDn-GdT z`)y22eiKr>=Ts5eu;T{cE>`@6v$XH*g3{$|#U@We@)FS10>dT$a%Y?(>{e4nnrq~x zXT<1w{L#L~Nb?u7C_TY?zIJ_q$JlHpnqR()<+Q;=Y18uL%s(Ul^76CFy?jyke`2e1 zV+{2OHRe%P&7$*JmzRO3a)6MXkf9fEGrVKJDny*Squ#5wt0sLg`f7s>XU}R8+!YV` z=Nyr46_RhwV0IJ-4If*UEXWUC`_m8_TVMOgYu)lqvzPIHftT^@F1wDpp3be&uhEZF z{2gSglHC$?Bxg0$tu(ppJ-`a(mrnFKv-&=G{Iz=-SWu)M%aZ(h1A8o(&V<#AS^xlS z`(|)`!3CCyWL31(Ed>aL9S-^^HM`!gmfFRrEdz9Ft{#4)CcP#2P12 zP}4AL)4(0DHu?qO^LH=9!C+*|B`zzd5yz>7eEqCxT$M$Uv(d0*vY=Q#FKuYv9oqda z)f(i&>a@5WT6aR;FN7GI@LUujS>u8YEA>n(tDj;}KNY1p&e4Qy3^oE5d)J}HB6gRF zIwSY^vz0ltmVX4mWvnC^#~ORdVZNBmheQXSc_~m15za*-+gY z#G6FhuRd*=-#9vpgR-pSONZgihM} z<-r|~M5Qg@C;yWd&V+2tjD+_yUyMAr2Aa@B6zaOR^!rBb_y#Mo{wULgluOQ%iD{=E zQ2?rtm5F8*>PEWd$64|H?Qxj+DmKu3GMRUMshQ`O;x9dIRz>BrQ~SOwA$@(lZKcY` zB7hC(B~&uEli zQi%kSU96YN^*fK3NJUV$EWcVRzyG8YR^E|(O>TGddvC#Swoq%`VIh<@6c13;j~c_j zyaW|`G0DYI4#!NG5Y;B5mbg0k;QF8P$Z}3Barkb*v5TWSx={W8rny@v1PLJlM#lnB zNOpl4nrS-pUzVNSrlYHfwDOIRcbyZQizd9|JE#LNP^dH zLCKX7#s8`nU@1Lo?}i9$X@_(Xvf1D#375?_sp&(=EUCk&Y{3WkD zD|7aAcJr@7b=5+{54uX{GKjl{+c?#^$!&Q`a+oHrSQKkl9qnh%?RP%C#jLGyjCCIuA3y*V3Y=ynoa_;BzEUw+2Y>;fjuyEhG)qd0ZNxta)er6%mM>hK8NK8FH z(KV<8D9y^jA8JLsrd{3WL}#m`L+v$-s4H zo1~8TkG3<3FnX=#w!t7j`0GBJv4a(>9XX22nfylx=CEWPlt6|HdWTQtIURsN@JF>T z_;-bNqPEdQ z{iVEIT_zS#l4L#;Z=rz=H)9vVy8rG9fjJnbVcTJnEL|F8NxXiLP?pv~ub(G(+NWs^ z3i@CrDrTw~FG4f0peEwjMn4QsxCUJ8^dn82zO>&7h)5hiw>J5)fWL;kdS(3zkq(A= z1c3Oe^+<}cupZj`UR|USQ*-fe>r8C6enU~N0|t!?56xOVZLw&VkiY~@O2DgOV z!g0{}QuG8WdC`RP6AFpMd>$J3w4jk#}cDM3la_h4@G6A*K#}K1jky`SB*}U;ed(R4L07n z>}K%U__yR}wItX1Wq~CHI8)qJ4?uyt{T;0lwDo?j*8=>TyV+HMOZH0yDe#quBgT-? zkdNiOJY}qVp}s1n7pnx*ZVVTL!6D2U=MPmYS9@Kjld#Lgy9&X=;RyqXd;dSol31@T zEe;M>swkYuw25wBPcJwfS@!Y6x6lG;x{_^zT>rHRn8e-Xr7VIWj@stJjJmcl1-}%z zKf*Zu_BjN`t>^ps=#FTqVzG{^k0hn(d`&=0Cy+5qYEu%^>mP(8$Gate z(m5o8{ug8W(Owt?nFtzAyNDumte}AJNr{zktS@c>QC;hAzX1M$W8yV6YnMMC0)SNQ zjA;spG!s#4YHbxCurzwT7QZ2j6nI+$JRhhW6j7`vLTdC5;vr0`*uDR`t=QiO-xaVgKKvQy+YTi$c74M2dHd zrqi`5dm-h+9XbTTJ^$9&qf#?fFUNf4QtvY(>;YP>V603K=%rAPmg{$&j)Gzmci?g{ z$^FL-uu`uO_Wh_9QH(eaN{4sgn>1kZSM|Yt@DAT@^sUTB6L5XiJ8+4Sw8q( zE&c!UQQ@BbTDF~M+QCAv(0;ed(j{S0A+7f!CoAmSIG|r!>MJtm!~mE|d@J_N`|eMF za{g?k8LjIo-Fshce?_RKG=fR}LB}UPNqg$sQTVJ)-lc<7?H6(*WTI1FqsY9BpU-X` z>9scc=<3B2?ZRw^ugxDUldM-It@YaE;w{#+1ne7Ktczdpzy@I-ZH#}3xx|^Y^olXT zDwvE+CUnax7zxz&AKIs5P`t=wwdm``>$PBG^a~YgAw8RPtEpL;FuP{@rrG-hZfbZ{)Kiti26=V6DI_2JN)C6yBu}|%w>C=v4_4Fm9iSWKe4-3m{Ep&1xe3HgEhV3+=;N>Ro z@{0&NXK@UwC!nOM-P;nki^ctrrZ=%;ezmHf=1x(|a2IoW$y@17J!qI5 z4Z=z!B29Wd`syk7vXxKCj=uW>FP)LyW{*RPZD+x79-s31I}hqk*9hWL7FuJbb%qUn zf=_tgVWMu_)c^lh;o*U&7IhQl1!t7ws8KZH#lzo|n+qQXGNMVk8sZ4?Gqf_296JFF zefLfTwYtufWOeIsZDx6V0(Zo7i{P!P!uZdeOTUi0GkeYT1g5PxyX(~2=BHb5vv;K{1{r7 zBxV#yBH6`DPv<9qn?5Lb0Q02EqU;sa;ebGhnV= z2vG~nSt)3cm{r9zh2t~TC0+mv^OGiHHJ!hC(DJ}2qcEgF=hY1vCUqCHdPJWV;yx#*MXZ-k&SA9yYy zGb=CCAWOXK@&gKydh~Q9;WrYp{;j41!Zd9c{Vz=*A#rESA!9$2x0LUx6INn$($a1( zIF;P&EFAwZXgNs3q7{>9^&wW6iV*QEnLPeQI_&xZi)5T6hF0^!2!| z3k~7}7h20*#s`HL)`~t60(jkZNWpTN8NV4iLc#2XbLLb}eJLp5fS+q4$l0-tXpm6*{fp!TE+ABdrFF1+RcW-n`&T)mL= zo&Omx7ZiLuK|PTi78xmF17-(`#glcmm3c|gw?GAENH$Cys-~{H@ujgljEXAuCZwVi zYeqBj9YE@G#9p$$V8MgBrGHD`==k9Qb@$lT7y*P~VqOh-EQmez>|x&=Gm~M z1oHemy}bp34{47CKFpAWvUo($aGZh_?0&HYy>i!B^Shq!=gA9S^j4KNbLQRVwJCwK1yLFLjTvOz^t+X}v=UhAwVB<{jkhyZaRC}BeOj~L>E+)0 z>v+>g`nPMtE_ISU5**{^x^duIkn&XX|Ec5Z;xZK4|DWnylTs6mdNHTZc8-N<0%ZzM zWwd(e_6!+F&vqxE2^$IC^Nyw}A8c;fZLwpW>XBlNlElHS)JQFPmEqy{nXDj3{w_Y@ZtAQ2MFm=8{cF$3VFj5X}3}jsLiwnfS%IkA;*-KXeJwgASB^ zUCo9~qxFcPxN+>7O!5Q7Z690n?(5aFb@l+c!vs96@mY}{ZrSRtJYV% z8@)!aWgIR^SF;eDOLpooh@a*JP&j^JLAf>H!o60$p4-a<@1I6)CBF~xbqAkZ_K9ER zncOTceeaLn>^laC#WrGDfWYljV~|K3;d^&s5WRkXexHq`JLIvC9*L@{QyG6JdOs67 zBWTTEKGc3y5%_fmx-F_R+zhS|R?HGI)+ILKphYe`XdzxTiiUi3=MyaeRrh@?nVG1N zp8%Lo05JkU19{T9e_DaXZu5%@Z8?&7KGo4HFV zHQ62ii-ow5pN%rRsSF_E>{1USGsyuLg{d^m3V9CVBp$O^12Tv%?(RI$TVn%REoXrIHdYk|=8o@h}sh18Y z3~-(faGy67okh?lZ0n;?+P4ay^re00(*?@(UZ?Em5h zGFaT|Uq8#$mdO-47q*!KER5XinUa=me7LR=^?0yOGYlmw*6mm8fIZEm7Y^saBZvE= zCkfD=#wxMJo^4sc0XKs^G91tT=ATn(p#1Cfri@y_>bi}gZ~dxRSv&e2!NUfzsw7qS zy4c~-`XYA6n1BER^bI6rmk^JMM&qt;DK2nb3Kto$30?Sc0#IQjgkCP)343@+KSC@Q z6q56V?HwvhkiO;*Gm#kiwVBE$*Qmy+pkKfORR6`4-lMWYb_aW-#`hb8JmRrf9y}1stUMvV>AiKn0szolSjpps9-Mlfg&yS@O)3DE&P>w zdsN=rEW`~d^3aCy-~Aq(Jb#09emh#SJ*&T;AzD_^JWG-A|1ngVR+zr?jpLla)15-H z`b`32&SHUy3A53R1m;(aTIg>>L8s%>vtpjKFzqp-_?zOYuD;MbLTRX%7a7BV7147( z6;6sBHX13I$Mir+`4VkN)v=3fkjkBom>~oV=zd_f4KzuQ5pyS)<^yBSH%ROIRbThK>xDl8JlEjm5<2KjUvEYD;A)c{P zJ$1%o*9BXih@O%=A)U}J-g^*zko5%N$lkp`Rkl+&v*_K29@OVB=BiQS_?U;`1dV^! zMeETo`G}=Fs1H$fqM}2}gDYs0_bgf8`}jkOpm2iO)CsVee&H6PDH++2OVT@^}jEOzpEobW)(le-b%EBk(r+F-@Ai`OicW+uKZ@!2sZ2wvJ2V_Li6)7m^RDynyiE> z*2Ek&{>#t``5md#Z~r0WSVRA+rRp*6@ZJ_3p%5oRzqtEh z_R*x)xg*Nh`-a5tq&2KnyH0{qu?bD2uBIX>Lz^d7M_|yiDL%GPiiqrz)OF7X228zfy~dl^ALRWSiq1j{VN#G15u{?YlOp(88=Dd;}ouTvd7 z#g8e6iT~Q$MmL>u>1}yf{<~{c=IY$l{Hj}i3c2a;dgM%drdOsJ*brBA&FwuL=&qG2 zR8s6G@>e%oV*L}v-j4?_&PvxmdkUKwokovw?rQD$Vh7P*`NA3ynQ-$&nl6(~5ZWP( z0+K!2#k24b)glb+7Q!QM#WLpQg{6c6U(N!MbXbrqs^Baipb2-#0cs~Ik4B)5 zSi>lq{OO6(lK>@nE&tUBp`~4~Ao)&TZkG!{{TQ@dSky1I0X-@P_bPI`gc%9E-FWe` zqKPWa;oY{MvmrVnKFbnl9j2|vd%`3A>9udhvz3t6$_2N3HCw}xx;_pysF131+$I$# zB8~y$t|mYpxMy>or8v1GmhC@iN1&=XcE)LJwi*Ze1{buOseVOwmc}>dMtbQQxsHtF zf&UOTWazUR{OG5GD26l{tXd%$mD#La8FDYLD5zMzvmi=)wDf;|1x+fy1epmE767wu zxwdZX&7_VnJ6RDovFq71O&m5JiG}7-fkdH`He?gpR2rUDLTTpNd#coV=ZAbZ5F$P&9v>?r%vNRj-UKVpBv3V~cf`LtNnH^{lCdf}?v){K)a)LUSW?Oze&tadhE=33K5x7cVD7=SAsf8uTFw zxc+8he{S`G*U)2d8afm%WIpkk9P?y)N>X8gYE9kNR@2?em=*B>v}m=korMN9IJig5 zHrS?tiwqK{8_%2`rC&F_;1akXB^>#QdhIvP&*)(q6dSmnj~yN zi~s)CrBDG${1KdjD4PHVJUfqUn~xdLsUDsJ7{_gbPXt&_Ol zzqm4d?9hwD^HyURjaf@7x9t}>g?}RFCm0ebO%nJlErX33r)ma4(?W!}86YkoxV{e< zC$r9#pjqdO{m}~J=Qmq%$qp*t*Y~U;$I+}~vp?G>+5QCI#C(3JT0=_j)I)#Pr!FVN zpd=jxbZHGpFWqlU*xk+<113e79#WY$+7soX9u7;HFx_P0bL~_^a>Cb^m?^2r1{nN0 zFZ-Neif`}!7s>$!=>Z;<gy$l9Ze3E>AdyE zEH4@Di5)pVEDnYrv_O%{Y+l{MFupBSdP6y&(dj`u!%zw_h2LgT7)jw$vQUBIBcp=U zcrdzEhPvh@{l^9iW`O{O>qSk(t*t-w=mwk{@kc}4ot7PTjQSdI|IICRLsG6CN`k2}FVAGE zl}o<|Vz=Qt#tO7I2|~)J`N#WeKv;%u4c#sHd4L39QSbN;*?>B3eG}}72z;laklvzy zAWfAjVq_+GzHqcyC!`Z{Pr_PRt;Q!>ym^o|8Zjy!I9eIm`1fnQL2_N0I5*;w_9r;P z;@cc=z!*quVMK8c{mt1QfwE&AY$HKvxNkDS+ft;jo}yI6Y2c{RvM2xm3pzmoLTHh( z1~2~7*&84NwOYFo^%X0JTSTu1fAARR{KL!PaTI$~L9n#-7ok-GwntHUS2JBAEiY2) zmX&BgqrT3Ho63kuPc#cJn^g4i&v$S~_V?o6ebbxkxV!5ceuo8dLxZKAH1*pX#`gdJ zFL^y%>>341@v_V9KA7;Gt>`Pz6JE13wu38AaLVW>%k3X;5KO37*fVDlI_baYj(``A zb)Xr3_(mT&+r#XRQMdB+HpAJaVXf2Nq{pnI2^K=&&M#IY>4YO+CC@h4qkcPIY$PiK zB@jTC73P{yH}ubuCM8Ve-+duREim)a_xCtTb3GOSH~)c+%W_tKPblx1i-Jw3htCpg zutYdASuP{xAm6ZT{dAQXR~cO4i+E4SnljND)0(}DzY929qeYZ_u zgT$dN)U(Hf1DcWz({(xeMzNt5Pv=v3&H$yrb}Jj=uyP#sUzb&E_CIGU+=lZ;=}T#! zJ;VsQ6}s-mk~2lwi;vx81#1D(hZxPJ6tK3u%XE*$jPYKTz!}Wfr)9~!UoN@ zN@3OOi{vop&oB9?REbrf*Jlsj@iVqKmM%)qOfpmVep~nd|I+Mo75OB)#B{-Z@~9-a zv>(MG9o|Jdq0p2xjb)m`=R(1q62A3SHXG+uEu+w9>Vw*i9WCUI>0sL~Eg2D&#h|?p z*QFLT2bTv~z&U@Jy+r5+=PFBuTJopv#9%-ea+Jqq(yy9CujDRD=a?M12W`r~0pkF9jr;ZwtW-X2x9!gAJ2Q9=EwipT#2;RlaMD*Ma(Z8mx*kl@AM}3_ z?;Sc@Wa@O)9FPtvzamh28!Jx8`~>D~@RpIe>aHFhnc>eflV1O<9pdVgIabY4S)y4) z8`}lG7H3^Mb#}e1vtoAmfKVC7Dg?e6M#QX4S`};!O6gdy{VHGn$R!Dxusmt{!50^S z%pG&Zr1E-xaSk~?nN?pFAm7CiuzM^7#BG#KzAY5Czky3O~nV^OViKY!>oBWADeockNQ?Vb#3qY z)HHgjJYLwhtC6R|ZFVuoAG+H&8w*bpc_*Lh0^-8;>X>l5#3MeqOsO1`1ppIaHlvoyI3329s+rlAS|4Uqbc|FC|LsyHEOZ%yeL zyz$Iq4@|{vp9-5x63uXOie(e-J4HL8~n1wCN+tr%m9y#VmP7%qd?S_$MR3fB#TOEF{+ z%>v55*I^`_kku@nVjPmHVMONtUe>HAHBFz6U#!4xQ z)k%$tvrPU~3;BsUdy1=SVvbDvAGp0b>>r1~k-E$q&}zMC@xCz8D6SJhXcVlrv~p+M z=jG^Ky|FtE;c}aUxbx$MekHlJ-6fnV;ydG>7x*mE-36=`UR;&z*7w3law@h-Mm0f{ z^ig03Uq)>lJW-RNj8lng{-@I@mt{-Zky zc@e7GXYEGq6X=!B0p;q2v1T~Vtglinx#=Y{;*Ek?8_DTi{^yuwWF{vX9Q-hVp+B{U zym*BPaR--@y+%seI!+_>@t!>fMv62KJ5}0K=9ep3cNn zL{hi0q1wpWvxZk(5TE2_}uYQwWx(VSsat)5@_0zegH7sO{q;oq@a zpJP8gsgqQ{=Y_rnj*ox_@~Oo^4`Da2{nDTzy0w6R{X(={wV6g6ZyoW@sC{+L9fXmV zHHV|wdI+_bH&PR1Qe}rbrR0H6!Q;U4&}R;FkO>B6NZLlA%Q{2@**!UU`7<^sHBF`5*flw(3bt zol)A})=m;HIs_M2p8qC1=9%oAf(QBLAx4i_xZu9PRHJD>L+T%AgWGh9)qI5S_gx@$ zAh`7pkano)Jd_pFFS)j|3X`_OfrE`D)U@vw$)R)wQ*K8vAPqo7taI^VDR@kX|N#lcX{R)Jt|OA?oIYas1oG(_7TQ;{{z?p{rDI^wJI4pV~c;%6}(%2VZ+Ws1Cd2_vUe6 zu%WZsg*^`UbVeq`wRSkCTtM^-u}fSisp5jJw>XyN)m|r+Hx$< zD50Rw_3H8Yc`NKI8D*Y$0k5vvn4MJ7MKp&Mp%vii8PB%6f#HET)4X+ zwI$IPzBA*md=F`jw4htc(j$h9m?l{j)5_bcf9o)7SpRS5&N1?F16msS%IR8R1;Wj% zeEh~rw)OxBy2)&`B%1vi1!Sf*V;px;7iA&9z|(_-ZT1+A};$d$sRhz zmy8$uZsS1ouFa#F$d3X_a=*4jd+@}WYfh^(kobH3JW_nOrXf~^r;wGvpUxyf>D1MZ zydky=N1VnISDZcz44FBrE=F@t7Q(Dn{3&`!nnCaUade`2$2A7ch7*QOfTGl>88DCp zeXp#4SrMCdGZ&A-;Tdqr_|LwDi)GVlgbIx#Bt-FlQGay4W$_wu-fIQ>IxoD#T*Tpr z7=4$Rc~r*qV5zL9af#h74lBfXu-S86nd5M%SnTTy==r~^KjTu+Am@-O9*b<5Unc+| zcGX$aF!1SvB^|q({{Ab;=8YoQqjTL5DCeBDyqN_b&%I9bW*2rf+O+_|EdD8IAO_CC zQC6bYWVhG4W`_A1P&e-zBaYAQ_)J$F)^S`GGxMu?koa3lN^FmPeKRD zxyKPRLU?z;wuuz#FH$j&`fGjUm4jX|fU5sF4551!SZH-tS)cO39u@&eVi$vY=(_H1xdDaWcI3^&%2!QF4&O(_(^y?d_7V!LR^FV3=HtU|Bu%G zlcBw%ak;Y|>iy-3QzeGIH?9OKU~FBYE4}DFQba7k2)10#%vaXQBjtj|`cHb^>Y^ut zd?*A9vZ*Pd#bui~j_{U&9T7&MJt&%m|C-{wa`6JBd*-mbZ`=+kdgpben75F;@$Pki z00-CEDZAeXow0>QGm%$SK}=HVE1?OCgY688NpWA}D7q8ey%1=ie!~>Y!iK{#FVC{b za}eWUB~mabz*h!S>XXG2Q0U<4kxB{kN_r>%CGsN%8GZ;wT9tY&T+++4ztjBA-vMLxT zEfM5{C`&@%HEvgRzgJ-uLk)1vm9w6rIDI|eYI89C@Mc0QLKr;^DJ@Lmap1uxOL%R< z12~LzT~c_fj34nEb}JHf)z_3>{u1EBi2kinNl^zV;sp(yV(S#1ATT8;{Za-~3%EtF z0Q4(8>)WQd8*3RGUgW-F)C!C)2Rj~H%G^<}H3 zn?fpnVoRZ+M%ruRwI_Pw_b)QNR_6=!eFf$q2c8DXl3gPF!weE`cJIg!kmlzv7S4kD zKMp>iJePi_)_JJ(3)@u7ij%~4BEu`47BcWISmd&%G`x%BH;z}vJ8I0MC#_7(d!dt<XaSvFS33_!VAMLr?LLG`#Z=JxjT_ z#9d9Aj(*|%wNy4e3#kZNH)foV1I^O03Z}DQc&0OTZ53NAHZTa4E4N~*0p+{ z>FOu2@tx-eZsZXRCJ|5WGm5-hl?2`R$}V!b$t-2?q2v}O#OZ$7vVCD0sPxU+0@f8; zKxunpDdTAT-=TV*goenfoFf&kp-FBAgYy30ndfmo7YXGqfrjm{y(8_T(pb>FXxCA2 zR|lUJUXm2j_-uE;07?`Lge2N%9uNC%xXApU6Vc27G5rcXT)n6%9}@ZcPb5IQp*9bPQgZ(Zoh0Ni*;*g% zr%E#u{qwow@C(snKE5rE2>fmkHUKxZW+L2}`L{QqL|4u6-NGhZ{UaMm3KT?Iu{EKz zRhPT!K_Tpudn}et+WdeCnB4_7(4<*5J0le@x!c7t$7|LNZw?Mu&9;&@+--oHxZ=+L z#i1)21mpzREvhN7L)-;@SG6`Q>8{puNvNHdWY!F(hzjAEyl!G@yhR|i$Q}ZcFtJQY z$gN4{pa^>x#emw%@uLwQe#JzgplASc$S2aD(CmRo?&Q?!(EoLnVMOnDafglpd#rc` zBA+*tgcx1wR}fubX5hpnu8Xw3(+%}DXl+F0MZsAsMBGp0~6-lDYO z9g45U1Vu~;O1O~2BU2H9{|an|fRRKs{%eN7Vu8MA%J#zIRkmxDFdoSf#vg*U_%SG| zsJgmY#4F9|rXEvS#P^i!K{we#&U;jKKdI;k-bTcGGxH3tSRFE|?==yF0x#~A!w9Q# zTKSs3E!&wR^2=P$L4RBZT&6NiJT8q!QDzVMS{(5(z#6!QmCS+J097{u@i|U%t;(^% zAqZwc4ie;T3BGqv7OPNme#w~(tceY$G}i5n2B|NGsXdKJ*dK>~@HI4f>CNCXiJppn>~@P)^TZKL^(0fn}_|786d zANkQ^mD3YhzD&9@3es|bO;)4gBVG;{Wo0uS7-?1|LLSVaKh^qn5y47ieU|7vg8G_S zAMH?BjJ6Ga9buguk0w#wGWT8PR~<=xGO}EuSgjUtM`+|I!%}OBdun zl;1V1fAq7lH|ixFE0-rdw=4NT)ggF9;?Rx9h59A8sRT-WMGXhx>wueng88zN^(Ai$ zRG^mwNG(b0-fIgFHf`Dc8{9a?AbBtQL%g<6Gx|Lts5D1YX~J!SsJWiu9|5elKK1M7 zzqZ=&2WR1+&@H0VjX!LZQr3|aSXEeCDVn+Wf=RQNNH8q1C-1vq$dTu*_mAm#FG_UO zeQU$k87WU(!1jxq=W|{uHcq&*-E05@I{}mk#g|0}$R57|WObIwAKv7hBcHAI-$U5; zfOrH|RMXaJ9IKxxYO&K&!UF%TYlGJT>8hr~J3X-Y5Vgm^Q?7a2JE2zf+)aamxr(9$ z>V+(~tcj0xj#)SmyuB+!N_`qQDLYM(Ib2-3r%f+-REJ_zRvN@MnQo;75e2t7yP0Y& zrPHf@%evo~F41WYh;233aQ3zdMlou=RuzL0EjK0SFhWLq1w3AFVjl8QJi2^LB|j-4 z|5rHvdj@=x&KXPi-peF(#O%K-a7bNcI5mwOs$VsU{=oH{iuR53ZN{@8bOS627JF{& zmTz3SWxFX$y%LKFbK$>dxl9qZqPwJ~3-#IesIq{I0<`1^bIM)S?5r~a(v z#hP38z(c5rVh6Syq37zC`!lSs*QEpyJChDo0LIZM(z+;nrg-FRb}%cr?x(>kl2>kN z&ZLEp^8q2ZBtuDJHr1bpEk33x)Cj)(Y{-e=UJH zlrlL~vg;2z;}`$&04kwN! z#a{5b!J{@7)#t6fnin5_O->uGo?(|;Z1GPbN(dBO=wX18$dIayAFe5+KTQv3&ii&h z&F)D*CAe=}4(&*@iG++R8^+ERG~`(hSek%G{Ik*Sq9Z6!O(>cw>LjfAm*G4BqDyPr zf#ny8GOsqzx*ZY$LG=WMpFGrf1r&sP@TYjw<-%SB+%Lmkxw4}#+8x!z^QbjxyT5iU zq40;CCUEFz^2RCdOe>)W8G}+HHt(<(jDz=2rB|!*cKEFZl&vh6 zy|Q(r25G)yUWLw(nr@Vw?spJX1mHaY79(U!H6~@Ah;p#n+z1Y@?^_Oi;|)K8^3xNU z6rx{Zv+oLUCX!!DH!WY=3?HjwgTt)cV*wgdY*CTmesNH4ED5iORJ0- z6(WAD=P5&AI#9?|y4|?tAHieS7@R_fcm4}|DM^L^U+`-kZ}dpb)pb*qu^C8J?D>*w zfqJ3tH*T8G$GIE{t!lP0I=%lmW?sb=^u!8I*pl$vP#JA%B8!tW2m=S2@p4URG;5Qn z>cjtstIq_6y^Qu~tKRIvIcph)TU_t@%rS^N^OI?qN`K}PW8ZV@0Reg3FT;wNfdQjm z`DJ44Kw(J<@l^*bVy=nTNp#i(@rWYx-(oZ$Ttqz>Blbjzs`plf={gmLCEJu#hWunw z6h%tFV&HP3{*s?K<+^FM#9riI<)ecIEukAZN5PCYZ%8Slo1*a8n@%I*W-pL7;5yFf=M5WvXKuh+ zgX?R?1xg&HN7c>_egLA1Ph6O^aX4(+U+@5+v^j!h4L{o z=&5IBWorGKPZ$3w-V`<9SdMnvyQgpg&Ys)K1GUJ(d zDyhbG6Wc+;`q%H$LgyQr=>K_KLgkk^y#&42JE=voz7w0Tt(ph$oqs}kt!a{mQ;G0X z1u-wr{lKd4e*gdqh(Q2VCW#vmoB#cpCEYe4n#Hlt|L`Pkwvr$S+e?E64(?TpwOOUO zL8g!!t`dc0O&vRcb$MHU;)zU{P&0o|bA;Yr7+YYOEeM)1gC3I%;cxp#zqvj)b_;TG zjL=k21gH_nL71c4Ky^IhEz}@d?b(W3GqXrJ^(0pc0nqGZS-Lxf%xmruu{>m6L!2v* zi7br_su*6ZYPLS19}B62$6A(o)%lS0=t7$>l&S!O6NVz@P5%zE#v>BHl+`Wqn9ZL z%tPLnPer$20afImprV=5Mf+Y6>l85Uz&czF+>ivpRQjM}i#z7iq7VJ~-~+OPRAEb2 zmaJUIJW5xWo;#d%*XOstLM*Z~cK9)X=bw59cxS%Mc`iVb(WiqFJD(XW#UrfYx}-sw zxB)U+114I#W1KjS=*8%9rP^~~uJ1O>4tk6A&fYrdZndn@@r0$1-)A8RD#bKy_M4h) z#;xM0NK?Bm;}+wk#zjD~#{JAYRsj|^aU-_PJlY`Rc5qerLbR?rr~K#oGBdxOdo;cR zm>C_u5fD3?k& zGU5f7CJ8|%=1+48@IRA=gPBjRFHFed=yjMbb;$|4_>PHORyqkm>5>&c^9Wm#C)=%eitAms(^3jG z1L{y10pdNd`?svBaz#*<@ry*J8&NSwE`0gpz@-+CTm#0wllk}gSiPpDvm`~dWR6Iy zsSV%SkK>F?ABW5<w!LXHEflL9h@wK4&(H}ac}GGRH8-i@WtiVmyy#syF9 zCHXFvQ_1TL?B^)(_RRCNkL_zpv9qEG!@{d<+;kBXjM(F zS60RXQ4f+G-uZ}eO3~0Z+2Dt3dlvDWwd->snMBg~KOCvFXi5u+{%Z`kWUG3oF?`?2 zn-s&9o|(CaI=Rgta~=CV0mObNDw!ZqO><21wviT@6Uy^Q{|&% z$d&R9lwd^mX#&)v@F0z-t>IaQc;;o`^fj=GFq?3uAH#(Rc4DPc?fYib5N#Dylt zKrzWN7k+tQ!ADLnVyafc zkyTsEvFs?dn`bBqYF<0#aG)qfu7VEMeWxefbUd!SuSIV5$b^Qb*{B-|ECe^IJc9Wd zEcB(SWIe7qGY8jAKRkzHWXG2|@EVvV`@Oj)xIgo(!vSPqo>jhbHe=A&dQaZ-kN>ox z^>`epM2=#?x)URnGHGXSMU7-r|TAc{E zUvg3u%KXAEz3beE%&)5#&kx`JFi?fD67^NPxrQ2|!P~lcvL?be-eXPN^S=&a7)+R$ z)*(Tx4;bBE`}jA*jWBA{RFt-4?6=k4yDh*I0a472|0LZcI5B55PjzHuf9ulK^N6(e z6fA0TegMCP(ohd#CBtFGEiM3%uA1d;Ig}p_gkShQsr`g(zxs8XmW-6L)YspLC=gCR zclwRR;^sz-o!k`m>NU(I;5#|@neDDi6O`T>CT$m6hqs{O- z>`FA8kU$oW5t;w4O;*?ngHFTV)DN4H=MnHHjP4%RDJYJz>*8kFoyl7GsCg&!Nw)tz zTgyQt)MTD5VW<}gtP>Tx5*b6UAwePVGMtv!An7X*#KU-I)TPQ5azHB2ynm0^fG_Hx zkVNTt7vCUQdiOllOG0r?SjDwRrUS7PRc z?^}~fT0B$9=l}o1q+Ks<937xMOwzA?2``kKo8%&p?U2i0f8RsF;ggT?G+4{=GVKRz zV~UkdX@YHvuO$F!YSYe7KAsT{<3bjXX#-u?>L1-UfbT8tFv)ev{ zDE5M=>8x(#M`g=DX^16J8dWH2#I0AiJ5jez+2|CmdN3EtE(X zdQ{d3w{{WDFw9(qc$#Gj_d?iFk(K4B(v2{a+wz^L^@>N?gKrgId-1i%h7)RrHb0wB z7>zB2s(B{olIStl@jZc-J3cF46&dJF2DfioP6|!sH^a;Twad;y-Apn&A5XpFrF-hb zMqZ0T+4QpV>VqEVe!bo-y*Nk15~hzVD`1CAOu*`bV$Jn^JMuw<73K%&US!E#Ne5iI z6zt@Ly$V)1NUa*v#|4q>m_@qOuGMMwKuO4Bxmz6(5o6vNA#6&T&T9oH|8lEU12>_qiDmg%zabtCUr&0Du^M7;4Ik`Yo*FoHa6B zHL5KQxnUbf*UFzxEyI|~OU2WY!sw4`tGYFwF2R9#jjTn&fJ&b`P8a~exv+2N8&$SF z&zR6ef~v51;RP44xZCG%TP0?F04tMzWnrQbdj?8dqLh`*TIw(oH1npe%_#=qjF$PkGA<>#?KHw4c)iE^6zdgm`da8{pMPi{m8D+V%_9RdqwN1iS{G;0 zi{mUI;F-s8IRT$rBA$>XX_6NCLS>5Dae zor!|MgJgur?FBVm8V~W1Uh$qWT%Z{^nAbei2HE`uMfZE5J1J5XlW-(-TN|lZb&YWn z;11G~U;qFMIY9tvCW#vmoB#P&wu6Fs2j!(UkD73+BV2X4S(-yWWu3M&&vwzpo;Ek3%$h5^E`V>_qm4;T9N85ZP~KQZ98; z{s^8_TwXuFSMxpDY{*zK%f<#NlzMc$w)q1TkNV6Yu>Ejf|=X#1-)8MFU4$+(p{os@OG#L(T z<4uIzDEi3`%9Xu8DF|wn5Uhkl)(!Ct?eZ1sj*RjPK$-tl_jnrWAPYE5AF`IG$O}g& zor_pgE{yN7EPIU(tHw2Tt}a8CQna!U+SLtl94WFKLIo2&O=ZS7pIW!c*pq!T0S5}G z|5eI2a}*Rl0mU95M4p>EqytBK9^r#Cd-47IWslw#H~a`Q7+Hgb!drp8!i2~ED(^-| zC?P%{bqsO`0Tsod&pQMa0eIOmUSM62z!gwA%#z1p8{HH1E@s>TJ}OozcT;&r)l7=v z7=_`BGo>+rS_JWRh?iWj` zH3S*67`Juy+gd)TSCFBgR~S-Em-?)w^^eq<#vwYj1vEj`pc34OwTj)Ywp_dFy~v*c zOm<=Un|5$Vl3)pmFfkNQm+YzkZrJtv*REU4C~&JSdSUOf#6GuH% z{g=TL7|HKo)MUtUkAJ}6x@xnkOVxc3`u3;+k)M1s`}P&x0Ys6>KY-{Z=X4-(>=?YH zuyIPs*->I`ehfjbS(u9jW1n_OzxVM!B_`&WJjD)9&GK`d#AZ-<;mkS9d5Rso)llZn z!^xNJBoju6KSeN&GUgY4ley~WfJSI(w+Y!vNv8$ox?Z3cS0+U=-+c0CYD9hG)>bNZ(+-t{v2gx%M;&gAyfpII( z0uyfA&z}+4GO}cQe?fpb(R18g?&+`-R& zQHv#Cv{8S6+0psN*MAQT+dNJ!AsbhOpg}{*s>6Dr!^zFOa&9p^2&~weLtSVBy?}i9 zwBjsPkudz}W%ZK;TGu0~;F!Mmv-C_J?-bp@Y7UBvwh?3|irVT2kB{ws-Ox?8XbaA7 zPDNXscC6P|D>$;9Irb+-+WxA;=~k8R`2O+S!kk@2tDci!^M6Lis?*Qv0hDul9 zkDvK~Z=aMK8=}_-O%YQXG8OS*2_Bu~tX32ljT?{@2Rfs~Q4ekRLO2$MBzl9f==a^6 z*lFcisG?rD-=;bVuQR@HJseMB3!6llm!mTkJpndcJcOAkwFz>&`|l5xw*dB?Fd!8} zk-JhJZ9%H&H(a_WAsKohmqYIip(-ktu?TUWA6{Nat+3p~VqJC)<)r4XOmm0fu^_;G z`p>wT3wXmfmZ>#prLaG>QX-xK(T?yW@G&3 z3twompFCil<3tuQN)%B{=DF;glmPaG4sej9@0AWw!*sa}6JaXG`fR`D8CJjEG!Hd2 zwS~Ywta008;OJ3P5fEquA7UHizG#wQI7b@hFYlk?vx%@;CidIwIqgchjs36HdJG{; zXXBOIhukG-Rx}M=8COE=+nge&|L&%>cv(Ql_34<4KemTZKEU>8eJ{m58|_lx>KE3 zdtDfDd+`(b$lBYDFvoM~wx{szkMZ`HVJQFYv_|%R0AL#pzun2i0Jn^ANldhb3q|4A zDQACs&&Cr7b#<7muR@g=P}AJe=ADk zW7X!J7uiE&R==Y`{>K4A=_+?@aNRddK)b6AamE}LGuVK)Fa0*4#xS_?ZSvJp%>z1A z^~Vfh?tk!J^kpcW8CIwmLda{Zc}fu)R;*)cdoGejDU5m)aXok(W2_#35cdv0pgA#i zMrK=>arUO4x3EvVw!2?h0lCQnEUe%|4~r=6h?5peNrY1HPtUWi=6zb}$T7|Fi@f8I zUIDbq>xF)t{cBUkE;E6UH-5=kjM1fClf&RK@~`=ABXQV}8YLYY55CK?mjQIU;t0!& z{DVrJ2VgZ2$sM+mu{v?q|BN!-8$><6Mw^?pX|+WZfMqbguX=!SAQ?huLB}mWLLI zY@K3q4Rv7P@RUPYo0it!3ZfM1+u&$FGr`kX$=5!8QaZfOs1xXMDomSE+=((Rsp2_{O#g_8jh!F&w&)o5l1CC<6@vybWY;QDFp!=c|-y+Az)H2cTz zD`e?X6pLFxxeT!7P_brIgG^0KWa8ZNxsCpFoOhNiQ@VFK4cstX)r%P!#f+HO1x2mm z(Zv2$ifUI5ratU;MlKOUso8@S7p5 zAhdsnYzaMWptGzy>a-U;r~H4QO=gbt zuf`IAZ!G8R?jPLP3ExuO>DY$DqQ_h(Q2f;1O{iQ~TFTUA25omdFE$wGt%vI!@F@b> z$3uhysj}En$$ysZd5|zN;CEOoJ^zC4O*a+7wq9?7ARc08R3P?TYf~jnU-jkWx>*Ph zlkeb?D0M`#LXyPqYEeww766Q!sb6QFMBLVPJ^PU3bHUMlzicNUcA?dY+PJ`#GlN>Z znyeh0N;IBj{!cuGRS!03=~Tf>X12P0dONmHajfn?BMQ)s=aDwgt{o>T9hO92Jw6s9 zLdaHSo8kc^MAo&@1emk-&u|QK6Olrw%fk;xf1pNWN@M;u{RccB0yAw~ZcT;z|FKc$ z2*(~Tnp%OY?IU>=aj?4sqd%8Fg;Zd3R54x18(QXjdwXiYjGGZY?V5p73v_?ZM=jH) zrmm$_Ke3lyQy1PPEPViMK$E|sz;vR@%BOelnQNSuyg;z{EaV8y`~R3qGed9J>Sntm z{|E6_TjJL76>)dZ9iRR}C+Q$4Pg+(r9g&Ge)@Rc6yNgI0G}cl?oVSnl;JcW|u3K}) zza7=GD*hAGd6s#g)Fok<8bJPxhvU!q4nKuuM8i#3hpyDw%ro>+DGphBTLSSN^8zsI zDu*E|uR9dF&JZ+C#3l%iT!oQ`t6maGts9&G00J#R03eB?M#LDu{?O-+N@4@ljDP{X z0t@WIyK2Dx%f!M*ojZKuZ|m{31u3$L=WCc3PSSxoFP?V=>)L+YO>glSRR2L3^FiiM zKJucm8sC%rIqk3ZI-f9*kn^1Oh|G3zJDx52(U@1tbHL`j5TL}sB^dYVVkI?53;^M) z8E{s6O(R?DLPxHD4gkOTQE}=+=;H7%h?^Ga!RzB!82{+h3ca|&JlvapT#O+)<$F_W zR&q${w^Gh%wD@^=*Odh@tG6fkT|_sXO~1m0!ci!m6@$bw7(=7A{0VkZ^B0K{CLheg z40z=xA8D>dADKm0`2dYnW&7R-T*7lMi_lxntM*iEet>F*B{mw#S?|SrrRx*&iV6j( zO!nmi=SNc`cUZM|6J-VZLW`#UF#gc1n4kwf>^H+u0r(SyK?``U%%- zibHK0BL5y99RWPR>M?-J@+s5C!O1KWC=a30z@mx*=_Z(Q)c(6WbIiTtpG6`YIiznp zgg>4$ESAedpxr<3MJNG?iDr&$uYug=O#dprhIx5}9-~jt>rC#eemdq6+6%ozy0TkQ z($vVGlX*; za)vx^6~KOMGv!bw+h*$c0005IL7qZ*f|vgQ29>N)iQD@|(EXtR5aipMJ*<&U9ek(W z0xjZ*##D~|Cw1ldCM<7Z-G-TRT9%>FlRwI8Rb^G?PsI`?zZau2d7SfD*QK-e)=k|1 zZG#^0{Vf+qRKZ+XRmQZjc0ZCzH`c&H~&l8ox~4D&S)kpJ2ry7k`B07hst&>$dAqIsr3W$`K{$pMJ7Ye5Jb zvAJSd>5;p;qzJs$YvO7&gXO8T0fu&%ze1Zh{?Vt`>Yw~OxZ=DD#6#CA`nvMdOyOcr z<&abL7Mgic?}rW5Gk?Il9wbS{Q;d;$xqB$fy0I>^WRQ~T(MNd8#Qpn&XZYpe*M2V~ zT%ZvH)RE`A>3I$A0Z*tdlt&L3<;*L`==C=-9r`^Uej+xJuvKwirfl5sG2`zF`Oc2P z+wkx+!G1l*CS0;*CQmpE1m9C&$6wUv&+I9}CVaC65CJ%?$Rt)m7D#0>jCj7jgDhR1uj5$KNz=?8u1!RP%cz*Fe}01B)@ z0YZ5R;tF3G0Tkx%@UWE@8xjCW1d$>`PB&%{)zXuzA8qu=L4y$drktWA-;7&YbnO5By{D4Qy)IoSfcvly^7qkFUmKF1J>t%v%ouF%BQrsYa3!dRAX(P)(LXvlf1*oue|T@czdFBpRCQgyb_*XimLLNVUUR4)%>}pUBbsi#odWaqR$dT zHa6t*G`dG@q2Q(g^R^cb1H#U5ro5laOYmP*3u-bqy|h-Y{nZ&OCr_->2ovYsaGXr3 zMdt>mNEIc?TOx?C45skD8grR9$ze1s2~T5e5ZS<3agtippTE7vnKTqhmU7 zp?Fq#Dy@6&Psim_khN<`qx#$F+lcL9f;b8=pPne85`~%he4$j-!S@JbOrl^F0s8ZS ztQ4#VXR13@M&QqVuM>^NAg|jc{;ppO(cx04oscHxjQz~+nkaK?NN$GZD(bLIoX*gr zxrWLRZK58?Yaq`64kAst|Nez#CXxg$e$0YjDj#He*KI5>iKTn|5P~h<3NEx~r-u30TU5a4|TPLE;yYg;ZJRmNbxW}~p6G2!R z_X^wV-WB==uRp_z7{} z=44z1{P9NI6{ngg}T&kLjWRr|$rzB3GpMq9fgQU0=7<|XgF6W3PDf0qn zyltRs>O%3;+sWA|b-j*vLdt0H4uZ;O&Mf+#tc{6}z@`jK3p$1VW{0PY6`!2&dzz|z zQ8s_t7(qc2B2nq?|3LjB0->XN7u{=^X<@ZA67=z^EHbSftVfQ+#i*L!( zhRCVZ{*+hn=Z?{px)Og(#ztv2w8y8Tmc=pasj6uVV&7-X#Xvju!jVv-gGxCIr?1Fj z;$&USXqWz~Hb}P}Vf84q!lZ2h)!z{u^_+hl6`{UimP^S28_(k3JiJ4Rvy$S!lHtaA zvlEtmnTHr1cgMI1X=F*BnZj>U{KZJ)>?PerdIHods11E;gVSzV1|S)tQ*g|F9=p?d4q7+IS(-%R8$+ ztbApDbs4f>Fa%)eCneUVo1oD)a}7p39wsfLT3<5VuHYjEY9hY9QpdN_Sw3zC`8e1o z&$|C%_;AJ4PGDi-_J{4MLv#XcC7FL4=ypiBW8la4*Dp`U)+PGX={hD1<*~Yw_WFDTwhm=@ zKfKRpb=PJDluY4m^@7otLDmkdt%y8Dm)Hc_>T(74dTMuDEoU{rb0q%?UQ-@hH?@;5 z6mfM%3r4Z!F?Cj&99SAvLI@H0a}Smy^sq0`P!9Q%E9FtQ<1%fB-i3Alq)v7P)E^lFn;}8U$%i)dFKhiedu)Z` zDFXql)?WPewRGBKD5ZMYP2zlsF*Pgi%lJsR*7?_!tZC&cfD8SoI2R!O=!2IDDa(fv z66(}X$%UY~Sx&~x$OC_<@$pqlVgAtfgM_Oq_wvHYR<9}ZYPHl%vi-YsomtkjDny4^ z4F9~0Qk|IOD%IK=TURS7M(HQD481|lsv)&*2Wg7Vd1~;exQ)wc2sT9~gSJzm)tW=U>_)M&RoG>xMbJga82Qd=$d+AAZ{+TODYm858FpNvs28)+m>s+eIUgxY+~jKUMrwC%YXN{4h;1WYG6XWTIk&i zx|3PsKK$T-5sTx;P@IZnNFy`bPEzZWH-2Qn`G43r-NR;Y|TJlVr(WIZfj*n}kKuMb7Td1ElK2q-3$mItFia}$*qn*Uz^z{{G zVc>j|G&nXnadAM%TN>qGH5h*J*s})Mzx3OE1xN2*LGkQ;s5O)7%$n`}x4oa3%j!&u z=7`{mBO>Sm8Z-egZ6Q$+YvZIbo1x=W@|F!wO%(^IL1U9BEQ#%3`-RyPljKG(&zA8)T;K6ENf|2Ni9$fR71ND4gK>WpwF+Y(E zMdF5&N-+sdd%lXDuZ3_PhYq-LU@sj9m}hqY00>+`0JNS$c;Asv*ai)nWtOT7J841X zTIm$bsPA$LR&(BR&9@(&vtl35O%cOKDRL$TzTSIwzC`JgP$)Axg1(rOnNHU6jO6?= z;kX(0pArcU3CM52PF-fP#REZ*XYu&049$?-aFtuXB1Qvc}h)AkbaQZ1{)h(aV|KhCGwzXb^Q;Yk){BdE_C6@Rdy zEqLV5$Qrqm-bm3FR-aJw&Ub6|Elz=^+=ts-gb7jP?ibXiEJDvZ==%XW#98=`NFzlY z1~FwVMM~%qQdAFev>EYUIBQAey2ryw%zDid!{)!5P(zoJFlQqYGbl7!3C&GdK_YZk z(i+ElzIBChtZO2oY$UTyObj5QxCW-!0p&8BwtV)-+G0m-C7|oj9XFT&RJ^p(6xCIT z|3e~LT;U}|J6R8WA#zcbBRHVcmfHK{u|_luY6a_{5m5Y8t4eBd21z9T?>}bH zN}vmxs!O)Dput>d^JQu6yi6sMKWtuYBdLV=Zo~puRvD^77e)iHf0PzRD35msIs24i zhcVmK(rdA?{fGvHp_fDYTVV~u@5A7#R#;jA0%5qQN>B4CY@xoRun@XCGlSO%6W^g$ zl8-QUVUzM>$)h1Ks9!Azzw5nHO9w$s*H_M&+(Qt79Z_G&4DY#Q?t@LFZZMsn;ZD4@ z$41y}1oAU#oK+46veL0g`S8XD>1cTJ;Jo_%Z2>TS6^jH6<~HbKI*eU4HYRM`^ed&a z%O`M{E@ltPl5v0FBRmPE>{|4iLgDCC~fB@s`;1$vBRvJ-?ymq7v0$Lf{?PEh( z5d>79zBY1bnDN1^q=oHnZkfxb?BNv|dX*ZZVyCXJ7^dg~g|nQ^A9@w+-fu$Z&31>V zI(Rk!A3M21(`W2FObh9A`lhon2xM!DQbl{^BFG~8;NX7EMGJ2p8jcmo5r(pmt}d!5 zu#@%Cwvw_H&oP8;Xzrg$ut13O(UK2&aO`RoNYY-CH=03DIe)stkPA9ZgtMP?VIL&)Auy(xDF`qk1`I~NPy>b!-Q0=B9a%ne<5EaDRo4-g$P!sF;7 z9yO~A`YQi-WB}72@q{IZKR0mYh@Gq!JwT@Ih%c9;aMTd|V1$qANg-j#mkEu5r*K`Sh6x&Z^+h ziSbUBlrT=lflngAVY!n04{=3hY5wQ{9gLT|%5XV)q~4T720u&5(vL=LAP*1Z=`s^J zcWbs5lM_kFo1M#P`$Q!*n!Kh9USzB3&kfw3W?k3l_8I{ygctDQb`TJS&mVaO0qR>Thu)s|EkxKg2W)9Mg501feIe51YX8)BXbKrKs%gne7sIN3 zlQDJSI{vayC}!;ieICabE8NG@O<&qAZ_oyBTro!qnb@+e+~YwdH-xA*knh{CfM7-I zV}&`9d32yESb-EG)LB%3YaIRD$@jWN&)ozI?xwg&W=nxcXJrU(Ze1S&P;xN+KDdXm z{M5d3h1HAu6Cs!fo&})QYWMzaCnchYp!y}r-RetpEmj@g zLC5cGjA^yXh#w=bG8_NGh4#|TTMK0!sEj6yBjUx2lzaj?`JkNsH=DE$I=KCGY>4K= z0Wq$VK5%3$U4fQ_xe$M=fgYu|(Kgc#D#lc85%Xb&hX$MSAgpe3>07)%Ei|4DeAEM8 zk3Yt^b^14_F3bTW_c}uqJa-M2*88yl00_2006`~^o-O~1 zT7%ypL=tgdEmI8keih=K8d9V2iEn0%Q?}unHRvi0zM|ECd|>%yD;tVfylf`}6C`q+ z9?=vxb%I;8Gk^hX7sRUkhTL+Q%0y_A_lA6(QOaqe_=zBwb*%(?F+BRfd;V4-R441^ zEe<+Qz!13dY!d9tWHU)x{2SB?`()}d65c3!K$`BT`WL22Ez z0$iwOUy|Gb=2C6wL_7&Hz4cRBZVdN#xLc#f&7nP^x}_mI&bg|P2q-4Fau*73O{0&4 z$F3NQ(up8Ka0E1dHBy(QD9#h^l!nTHu#@V6nL=~J$J_4#LJDkHOWdBq8fkzp+Vej) z=vZQ=z==&S&BDU@RbsNI1FR?;jj&NpJ?@<(mzGWBp(avkyH5M446nD@ zrWwqhXhiZy9k*8-h%#Yb^IIU0FJ4x8ox7_Xyj`C~m|j{luy+FZl5o%U-<%bs53+aUB>1B0_J9h zMq95bQ1|iq0n%Naa0l4^pBEn3VL>dkRRC+1pw2pPx+a>zE0@3CrLM%rB`ciVU<;eT zBda)LR9uTIZQtd?Tka#T>SjMj8U~1C+sjXj$sK^NMU=kt&|r@XFMN z2cl45=Hf9Fmzv2UuujQcPTk}hU+3Svzw7vUdq8y@4@vP^qdWNfyqJ`q$ItiC+^;8p;LH#c)20HJklX&WxOBbLTV8zPA{6y==q7`LQJ8}{3%@Vcnc*H&Eahi|Fv&0QX_?_X_Dg!^^k@qDF z6Mc{@_}&SztG!a_U!Adw=IBXqt(Ct%48wdJzXMD2n5?IgoItK%tRn;%*&i?JJ6rO< zNd`%mNjTiw^8Rsu6b_eZH@LRj&yt}}4x`sN81N#l73&JB%l>3_M)Gcd*4oi-8gW*5 zF7NnX#igTW+j8VTuo|PzV=Mh|w|+LPJaF*_%W1UHdQIphjsvRa0s!m3Z^8Wr=2Jn= zC&s&6nn0N@$NYH5x7s&QWJ&uNXA*zwqv`U!GzkKiOtI7L;r-iwBvxW5`#uOxe2Ovi zUMCxxq#DC62w_jL;-!4LNXja2JX!`G5m{l^<%=pB>S?$DsJ{ElR>v2T4Uec~uE+=v zr6$}JQ-J1Mi^ZJ+mM~;dH)G0_J`AoF8ODyx05ittwSV`oHh2j4jI3+DPngR^w$>az zYR0hS@+q?8aiQ{450eSA`J0IE_Ex+C3G1U9 zYx8aW(vXrcAA}%}k04 zle#!=_UJ>>C_Nu@IiJ!1u!^Ie&JGo^P=%VZJre;2HOM2E9{^IsaTJhz zV$;9L{OW-*WxTuv;J?RQ8`Yw?Rn8F8nW-uQkcpda<<++Cs=z!JKq;TrPKv!W@^7jY&55%j|K)UEry zwbQp>)oXafZxB^6T~G~;Pj7F=b?fakUs%_LSoMO37Gbi@b)g;9T8mK0hhsU76O(Sw zrSacN*-=<+8%SI#4G!@fOg9v+)MK-)Z*ERQB|$wJot}ntZPAB7Dq6c;ML&Xeq}_7C z^a5lw#8{VM%=ey2J7N$ifKqVCHuwm_?JlOE20#y%S4`3sWtn?NA93V7qS{pro~GW) zZbfsU87_D;eXKM@81k`7R~C86dAV^&8ZwuUWjdH9MVs~wk2$9hA}>fut_xj#N4D=m zG03triA|{@FoJ=%!zx#u3$>o1J3>ghybi1q^KW1|>Ol+PA#VggbJ0jw*dEW^ z3skCP<03TpEi|&VO@EWdWl!=D;g=ut^|Z;Sq>lx=fAwuI@D&~UgYbut00IvyqdE@m zdig6~fxW0V%h#^(3ESAR)x|~5PYRlmXb7tZ;D#+0qX`|4v8iy^3%9VuEKZDp09s7+ zv9pF3fZ-KnFQnLi%b;!04J$IywoC^VG12k4eBkec+M!$gEy3W^> zb(Z*w`aSP0@kH^k|oZ6?`-ByC0Whp&!%Uw6=GrNL58bL6}@bD2Md&R)vgh zDtm_zb0MUiK3mDpJk|XMhxW{*pjkZ0(1%qg$mJy$IkwFxAehf>mz+arw&opnKKZLE zr4A*ED6kqBU*1uJfxD}H45u7iNTdwX0I8jUzK{JZni@8rF>s#mNkRRLo`h!@3!b^|1Llz@FCp67lGfrNBo>3(F_7^96CL*mu3PpiC`G>2i z{P$qM!=yCbwVLmJ_)DAnNJfbZEcz!R)x;Q%Vt!md?jtZ>MJ0?_H; z05-?jF0(7|8p9)qN(Ol>OlrkiFrtK9)l!#Nd?goGHM>$1mz}r!r+S0<6l)EbHNp!j zTm?dRJ2B7tL-4fo^x!h8>aSZPopI+kwW#L^+=JC#y6wMW}=`dfc zg)OdUSf(In#KrIcJlUB_n~0^HvS|W=39@cBLsC4==O*tn#6Nw~NzVl6a+M@7xn0x? zf)^i4uPBP&fM|}Zg>CyXoup)4jA~dhkrEHI^{u+>B8Vdr$IEqAB8}K-d9XMwr0w|$ z9=s|&%X6oLx`c-h(7>mO{r&&cBn6tg_F#)SCM^97U;`TIQO<|S#+=h-2L`e#N1Kn! z5c0>}DxcE8ne7?VXX^vp48ay-{!-EYon5;x`vy) zv;Fc0XU8u$5NoKWpZB{eP|gsLbd3DHNcR7hU-QUiY=2FfgzH(VFr^Hv;CTSR){ER|Bi)h-9nMwk z3*mL6R`hongAFY*Ka8*2Fx->Z$hcn*JPa^{w7Anl3B+U@IDqVO6gtO`b` zDPt1qMptb8W(1j?O|i;pYbbwE5{xIgWV7=m_;q^%zk9DvxFi`+A47E$<8jS|gs^~J zFU7D+8BwCT ztuHWUDbBiY`p4@i(1RPot2fKS;_@Aj5HR84w3V}IaC4f4*(ImX!iYFED7+Bj4&oE=w@@H z&fzZAM;{;kmHhWZRHbX+sUmFr3Bkx51@oNp*K-7=$)=$Gp=fGx9Q@L#P-*dG{_zi- zD&=+9>b4?R^7ztAAkq`Ob0yT5l_uk;a_GoXe>B`+puHO5MwsHvdFcM5C%-JRFzXuV z3L4x2Di;Um(&y*DMIks8f4+^7?Q_9`-UD+szy_7bv;;THduHsil5(=EuErRqS?PS96vB6K{s$Yx`DBHkYfUjviq%_7oljBO&} zCsw5$+)Y6M_YaGxt1+t6{KYfM2-sRF0cU^P&f_@n4+>OJ=vp)IOPu!4AKOhknyyP7 zj4v8}&z>7RIEJp>Dlg?pqO)PpDg+JH|hSjML z;XHjB@dU<_ZppPT}M-p6wVDz-GnFVDAobdcT}2ek^+*cR=ip!c0Irh_{DBSbGy@f+oP3X$@_9 zgUV^4FUdc8>2|Z&d*$&;`3OuL_$j)a@d3xV;a+FG1?Le_h17%Q2ZOxH#mD zq1?QPSckIYdaCR%TxsST@3^aRQ6oW3$45Q5HN}U-9^lrn^jyteGV95G0EUEVn??T-41=i-n}MVLjYtZAbczw{>rU0?(VYu^?hNY2yYth1_c} zWqDj_pKed(Ks~+zkj^K?bG1hl7oHZ)Fos38cA}#Gv4Yd=hrkJ9_vw&w59oUhpZkw( zS5BPmd68%={YI$!w5_L!W;k{~od(H#H&<4gdg?-c#2BJ(25jr62*tJ_VSjd?rlLB0 zsI**16?5r)3jKh>j1WQ5eWaE!kcttPPMAy7h>RE2i+5cSxAYw$6tHox!8akpgjJ zNzE5e^gIstDLlB#Z5hTrHens+!jgG4r95;%(R9Ic*hPv~_y~_l000WJK>%qdke)aH zkSLu3Vh+lSL2bi5+u0+j6g0B-3|LE>gb?cT#OtyZCQO~VBNC9e>6FK3m-j{09E} zI>X45#9RJPC0DT82CVn$8p!%O4JlDQ1hYD~gmlz>Jeg5gI7_xxR+JK0<^Ap@lpdA? z;#+So9E5*RFv`EIhdn`lHyC;)6;n798^$ywl&V>Z{}f>V8BiAPoycN=$sr;{wcZ*?qTVCT%|Hy|C+hidhDGM|B(r6y9;zJ!gdF%tY7tn{H^UcvQ!0$6H?dIP{PW)x)Yz zFCJ~n%iG963u{VW>V94rZF{r9489$>5CT6C9*=v&uJ;jg^tr7V20eAbeC@@oGlWsK}u0Tnx zOSlf!A(4`8P^8yI4NndQ1l6N|6)u+X6`2I;C^uh0O{O6soCV_Z0GNRsi}Qa6r7MVF zf*YVtra!zt3RHsjh}7_O01(n29XI+9?3Eu>AF~441O~^&6;x?nmaGn0#Y;?yL11c) z417kZoydZLRP{Ii{vX~O+m>jVDsSCfFB6JF>k&drT?FoXr+z8Cf*1?!V_kzMDGuS( zYM9We`@+1IYF>P)*@PdiS5Cp#?si#V5eO2bfqap7j}SwU{2!ddZX^=tDSG`CkQ@T? zp`gR5A0mWdpyhaG<}x>^LGJrYl7qdqi@)3QgLoT!=sXOuSS_43#c_}1>=OA)6;TA~ z`v{9$g2g;@PVbv(t#MXBgso-QN6}n7N}S$Y5PlaqR5NypVP7ej=7Rs<2*+7Qon9mH zKc>7lurr&Ou}a<>hiQyYDc2v6#`T;!nj<%i+)bPxLr*cK(#?Xm?s{(cOo*+UJ|mfU zLwa1TWzj<1mOwz24*t|7g*yfAA@bX+UqcMX;^Z?6Qiz_IVFCkNI$-jtWRSU))d%*1 z4(^2N1v*#J*m1Jgy|S1d1uDPAtj*1L)B@PqT&PhMZi$&M-W$eQK~(WN<0Wwlni4LQIunr#Whux<16J}n>WZ*^C^=rvYO`;*S_pIQ-` zLTa?!)~dNB2wUtJ*Ai~+uE}2b_^fM94^tl&_Rr@nKy7_7-A@l;%NS7ZmCr%>Pwell ztmed{{BcgSeE%ug=<2X`M~u`3j^{!Y1t2YAn{!HArW@bI17X^Vec>IFKdBWci115o zwx^Q_gsU2Q#e)15KRGZ-e|I7*I05C$O=-Bkv-Q_>E6KghYz#4MjA-uQ6$9}rxDy9D z>gMVcZzvzbIHZq)3b!psP0!Ee2bY4ob3|Jl^>*Ku(JXkVkbzhvvh^@L8yP9d6+5@$ z3q9oa4%0jP(~gXUtyx<)sve+?Wp2-*4*gyQ$@A49%8H|EbsiMEM1_Q4@x`@06s`m; zLnVk}d{qJvaG^Jq!*kq^Q#A3Tux!TecE8qNzNE*7O=V zjE^oZ92(-Z94MYw^;_J3C>#i43`vy4`Khf(P;2^E6ULe**_J;Fk9qb}^SN9!TBisO z$@qO8W|e+kbVUA0G)=%@@&CTZU-_SWPdx{4!I9^_R(UDymv;(TGc}R&E+`zBZG-tm ztwJX1_%jayl5FwZt`-4Kb$WTntPnhmSLOqnMU9MyH`vn3pQHoa-O znT=6m3b~QcI~G5$bm92H%j2jLrSS~EGerVF?(YUF^#}Ff!l+?PLQ5Rb=P6H1lFEr# zxgaoT6=ZszjnnJ>IBaz=gyNOVEu@OmP{}GR(8h4RZHgzROs*ssb(R{VBkQ+;=@uww z{V7g_vVaGxRP;{-bbR0iPW$z(s_*5ZglQ(_>PEMBq0fWZXc|r(pARKY zR096Xf2cc9d(93lcVaQd0y z3Iw#@5YGgT2s}yd1IHl{tzG1qF8-(quZj4mrK5jnA`X9tQ>C!;rlb(=xkhYtXZPwU z@xP@co0xW*6(r<3^ox-1>Y0z8tv*xd#D|C8Dkq`f^9hAsJjtSAHji}b0U3qLkDPoc z*d2ItAl2Dg(8EB?EO-=VG24q>Q0UI5_M!Vmekn0;2V9$~5{toE{{oKC}sYf zBT4(a^MRlB>-8dC78VeTp4zl486zL2fY)t| zGopywcvw-F4>8Gxp2MZJP>@C^Q=6?s`w@WwMMecl5(o>fuwKe@%5Yxan^8h%?8#(f zdLVW^O6qD#Y7S>;3PNcVHj3oKQ|$Z!Yj}WS^R^>V)kV-J zGkEnI^)y9ABP{gMnvreda_6}h<^SKJ=v~oT2IRxpM@6pR!gtS<)d4_qB>V3l=iE7m z#t_>l`5Y;$fAA*=kd#iGmXS$0sgeUvg5+UCYL8e3e&Af^=_4m!nWscJQ z-aS7vEN7!{#cZncH+A&Jp)7YMax1^8oDalVW;5LS@P`H&u6h~ZPM38`Vu`(9$MhrR zy-34x6ctZkuqmQr(i?Qw`%lT#vXVuO?B`nk@o}FyJbeQ1H19?IFdn#ufzUY|7%csP z|Dw;6P|kWgOxaEq4E`%$lXzT{G&vAK zID+ z2BD_j#GO!DHlEK(?UuO|w?EMOcEBWu+LR@$gY}>+8?}ei$a}ow6*Z|RimBl!iM$T@ z5*`?Lw9rdrv1LeyLU$2U2a@nAA8$mTl5TZH@kqRtob{zLMs6Pvfe~3_ z{?hnDU`y3l0J_?B_c-N=_7ws0y|ullP1?4m>Pyv@bPTCu_WLtWpx-VF=c{R8Ty0eF zaGUi)cDi)}4ur$!r5vizXPjKhJ)b}b5V9PS$dT#2XfgOu?MHxj9dt<0q=kB?Ubo=+ zrQI_*=Kd1OK;s>GodS|93Ym;nF!o0CJL!~!qYfqHx|URd0003V0iI!WK|B8d431QD zZ~%wu{KeLw1ioo#7#JS&-4_GEv`<&Ty2&kSHS-U#w)f=Ds@ao!G|_|Od{{&r44;@~ zQ7cx)&!ZkQw*gIr=5VrAYfD)Y7KtR#t44Vb6X3yfWwkyHrb#`Jj2IV|is}Zj1%xio z1HzZV%R!w2R2St{N)}_3x(}woQOj5AfMFSNB7ftJQYeXN363+Nj>jfu7_^#H{mkay zBrPnEzG<+`3o5ROG1g2?E&M&3Dk{8kQ1T(1Zm8t#dN!a;qT;Y|h_RO)kbgljmC|ga zg+NO)VX`+E4HWg+gTDLRI5LfKORxg^Gyfwxt4p6pHwdkKs5ee0TM47z*5q~8DS?Q5 zGq`~{{&DcgXQ3xH44eP}3Elw#LV1PJ1n(Vs7OjE0pK+&rK7bK>>X}B>8Q-pCSDgWM z(fLwDyO;bNcqr`J#*pLOQKViOQ-KRgi80AY4be!iZOba=ZcL&UT&1E}L<4D5Uu#U8!JwcE<2Ci7u@{0*g zxJ)gfEBCRpJl5bhH7G{QsqBoKQ8o8#ew~<~KT!y88kC*Wwxanu0oWD!;8z<6!i(id z`N9p)#{j1|QDBiEM3LtXkHcrlZE_$eJcAIb8=ERlM^p&JJ2Eu*P}Lq=h~fjIR(REf zMpJT+#&mgS2EzpG*!^HJLMXidwscY8AWZ&WgZ$e~U(wTsOLya|>1A{Hu67q79{KG+ z1qkH7F9uSOWz&je>|M9~7Nl30n;!D_YLGJ13Ph}-K(mT4%&OQve;HJ#IQ#yTR}Ffk zt0i;MyH~OyIv){jdO6C6N{8z%imFsPK*dHHm{N4lLG;p%&fWb12fL|_7h&mc3bYSw>*+i8<$s@RpkABiTRMmJ@5s zNsscZ3W;(XIWxPMv+WV(Y0mI1ux<dOL%gp<*IQy)vzy_;;ZSqDR<$t})V( zTJ6e9%#zrDwS1yny;@Xg%W?JphKPv5J&Zv{y4c_;W)<5VExUSgadm?Du)*O`NSiCI z?#&HwM&yGaf~w)hTt!2Va>(HC7;DusuQI&oUS}B=_!D( z3qm9Jc_=HNQD7G-=(|b4m*TItHTYt#a;lW^mUOZ8v3EL}j??W!Rl(kVH%pmFmLCxp zctI?1SR6%ZFKmfe3bXD8t6&IVTJH^uyL=QI8YqA~;Qs+5>#JFz8H&E>bYj11Z9WJ9 zb0%of#$;(lwCRhI{aX5J&1v+^*}I< z=qj*A2{sV_#6Ca+^LF!Z^$Lg0qNkhz*i}m%L27lI-{f34y8g~*H4_W8-ze z9S=%goCT4@tsA80G@DBt<7t>yqt%(4Fb9&4@fMBcB+ZzkvF{X^>BP$neA-;v*Zqv0 z0GTPjqb{MNM@r`imJkVgWM5>(+q^H)NM)3-Ij<)g&-Me8a%8C*%nCmTgcnf}zjXxQ zii3;QJ6)KrP;bFfUyo51`w)gE|Iw;X62wWQ#oUgn=Y=-(SFmohebh6Kz)vno@|&;c*f>&yAvOinO#)HcQ~>SW#H#t zn8g0H2$PAJ6DO(2pBD)OYZGrfJz|O?QgHX~!hn7oxm;cq%23`SXK`dK&1MP4xfoL| z*z&}#{e7k4B791AFxmsnJ?2! zc$z!BL%Eg+Qs2|86>Rx~EFNt;=%o6HAE~`aSaPf>Pg#!Vk5B#F)vKv5w7CF+1My=> z(J$)x-4g28OntwNTAgZI%Nm>o}=`QHrQ8<6@#t?*k!wHKUOAaS51h5=!X@g=&?BI=4wAapi;3| zhqWR^=7H1m;08jE_FDw1o1?o+4QVR9(isA1CyZj}ZQ?FFvyZ83w;~Yqrqd;#pVc{j zE2p=2q{iu6y({WxNsz}c7*~5D>rwqM%m4VPcfN~SZ%WxA56f4{M8ocQy3YrZS1^!u zi<-f4eOT@(mX)M0L;Y~oifQvK=y-<4Lk}gMv)PY{z!&Y6C_k)-@p4p+pl%jsJCZtW ze-))roiX^y)=n9Sj*65n)gnCkwXoe$L+|70ZF@@TFP+-U$GQcYB9rP!4`I;fck?9T zD#8*_)!(u6YIJKxTaeT#x?5w4VBx2TmUgA9U6;o-8=2ux%#A^h%S;eSd=M5AYvl4M z;tRut&m6|I%xt;sSm70{+WR)2jk>d-pu9;%vALuWGPhKH^HTonZf?#Zx$WoE%a&}X z$}&YtNY8@801EI;5L7htiW4$Fuiq0v(!{6?XXLJ<0&AlX)dOX5KCM7?bH&|NT?hxL z%XM-;j8=YkP^vh0Sg~}}^bm|k*Ape9U5;2RUa}Usj;fX&Tur}Ar_AtPol59xtm%1^ zrh_+Y3$C1BA_@hQhEo+7A#*#Fks5;)f2P3zTtK70FtJo@udnR~H&ho4B-?veWLVI? zGmstAw^|IGxCT$^U@dLSb<7HvcaA6`{`+%UKp{pZf!OyLd}>Hy<)iI?p5P;xDc%iN zu1TZzKOr^3X3)F8l|o8-R|h;%3Wz3+Ts+G*V+|uw*FyUK9y3`cE16{lL=HFD$+Nhr z`f?sM6J1(=I)pSyXmmbo=`6%cmz~mdQ`9smwj)ykJ#e8h zR!UzcW}=v)99HE`uWh@Y*F+P!c@)%vG?H!w)w`K0cr4NB0F}$k{grN%H1KPIAaIaJ zof%@SoQ<$`pq)f+Td~Lo^isc)Xgh4xK?YstA^BxJ5-a&Y7yWfiy~MQi=G?wu{0rMp#StHC z;H4?H4JAO4MNv3mhBy+RxmAxh9YAv?a^)n^L4@5$1$Kt~2YB(c$AI0|Oum=%I<;>= zP?heaJG5-6A)~Yy_Tl#Z@kH*xHc$~L%N);0EE!v1f5^R4>=w74sUvJ? zzyJUU9035do?&!I|Cx3N{F?RET^e}2G7UG%$pCoDoqlcY#zA47I#Q* zkON8^EW#-an^;pNoPqFA*3v%}FMY{gFnQ+T{d z5{S>Egg;)5a)381Ex$=rzMB^eD!-8HHAZ5H1Rh&a0$^?+ZyeH`ER8Mrt<<=DTAOiVjxg;N;sdcfqLEWT6hwEO>j*u9| zrWyW=vik7&DfI4Q8Le{aBgSLtZEMd*&gvCHJxO_wZ2C&vvCEBp$lIU8qSuBe=s4Dt zi5r)Rv+OENp}#X1u@N`M8Mp=JSQbaiv3R$KZ<}Ql+r3%+FVld%c*6XYQj<0?P5gzp z-?%V+JW5{Dcu4PWPtZ)J*e`mC=kpc__2r{n?i|-}5NR#%47C1*|U82=J6yK0~Wlz_~&43Y6^6W}OW))b8kOMbRqDi<|Io~Jm ztR*q+e!7VSzATU{+^aZNd{;MAtIC43Q663GgkziQt3Da~&Akx^^p@YHcFd|ZrRmK> z6ahSHQozA!C7gP}QVqLH>jDA`j--X91tbS8L&O`>99efnF?lK0A#RrQQnKn!g(e*fO5zV87$eMZe1}!bp0#5 z5bimyj4^Hs(9w=GMsu%ZZb zupsZLV^P;%H4cml8d_&UP1<~e9sDFAkR*awpiRq!3uVqENpzlVdv1nMO&pQ@c2CV3 z>to^Qsx()v7|&(ig#8}lN!xBHmId;qdia}7)qn=XdT8a%$$lf5>8SVDRKueKY2<0Y z1^zUa9&G87k3dojUJ^vKzo3OP2bk0+kjg3nhC;{W&kW9>MRoai#nR zZW|5&)sc3ea5G1WpXcgbbG^2H0sg$xtwL`xbp3VJ8=MbIWv8U;K)(bLM8qT6(4=G2 z$VHj1tz2cfV`lMt{qMf#MdE%Wtxu`Rr{Ne?l$`{nKI==OZ*ORorE+$o;C)IBB|zr46%Z4-_f`!&6Ry7a+<_lVZtR#1#JC2og%BdR^(# z6{3eECsi?)hWELn1*upNkcqqmay4pN|ENvA6Fw8l0J+@I%T8n$9DZ(R7DC?(tM^tL zSXXtcds&2Q!pgOe_<%QR4gx-E5ZK(j=rDwBBa-&fBQCo)gzCXW7mrO`Ou4>Nb_pTz zMpD&C9?Uv$7hIw`8m9ZT--SLNLm57Dsfxyz61UM>kS%z0SLu22<;$>`$M0^Xo*uxY zM;t?K;|0@ep}2G z9LIfVchy&|o|+AH6HhM|=%%SU6krD4GA+V5o89u>tg_!qHdz7~HVvsn+dVWR{*6PS zW_}T(jd`yg0Lsfs54;Fv&$IziTdV5LNSqGb@Q{g?K!w-xDx&Bu1mBBfO~kR-yWEa~ z`t{-?FA*b5@rGs2B7D)ZO!P%@PWMY4U}j8xErENeU#Aec}z8xd*Uge!T=0XcqOBJ96 zx`N(uHkI6KC6m#rsdfA|bt*6d^iw68nkFgK`w*~DfO#06A}&X3=?9KhLSBH*GOBnb&G9+|}hx+h8x`rVjc zr}YfuH1J|X*{x*Y-2R1_hXV(BbD-0nH8PIu{jS)8sV)dB(9}Ngt4LxzzrsKRU0C`{ywC;o*K!w=kB+7AG?=uKL0o9Du9w{m+s&4<)eY$s!$;du%E=ZyfIsGyIR? zv@CxfG#i+7=`J}1!jO4Uhc<|!WxC3$$1+{FolGK2KVbBw&I)#wb?~a2kM$KzE$O-_BU?N>nGRt!`5IRkX z=bw>_)9)Gt2g-4!BOZl~==SV=+WZ)Pr(PPkd2;$NxbYf=`pPT@7kTuSR>?>bW1U+- z*FJlWu;zx1Mxvw=?IdM276E3shVhg`6cf9ZB2q&5H=jVlG-xwE2wY z{orc_0h;hzK^qpDh4^*`n<++zXF%LkNnF+fRh7E&y*f%pIhTZ+NTEx2!)TOAO1~cJ zLjwgyrsJku$vB|4!NUb6{YWwkBDEe9Pk_wuLaPg{ZYwhTsC?eHtE9!c$(6e#Wjyc& zAR}UV6t2>zBDFk)nPe*E-vmPThalDUZ3vPZf*#lKig+SuO)p6|-(HSy)?8yge#6oUqCO&|eoxk~+N5{`czc^$gYey~u2@5wk-o z_12)d|JXy=0p4fs`B^P$wUo1~MUqj5MHqQ2(%a9S!PS=9%=;TYoRfqwoJploFI{?ctkuP2bzk=Z)30&s^H!+Q4GPH*ht> zL{(jg5Y+s@s2zRgiA`FY3Rw+%;&#tt<4ftY^)VVPSSo)Kd`M$b%W>PDTARQOFGNi& zNdG;CAxYFe9g8v43jv@o2}|Fc9Cg0Q=YhEP?~xWc*9_YIp9(j#k4e2i9!eaD*j{RWS0JG@|)=bk5 zvU#u0_Yfl*8uO0#K0X+Hz3;0}YdtD?#ff{Y4^4EudAAd|*&Qs})d^?diLHV~p;Gs6o398H>1a!qzI+28>jb=>?f@btGauIx`vyH+ zqyEIkiXD$hjb4Kp?;u^!_umD%tV7Xe&HNWzYBr`83&?)KItRi_N|9>?%#Bz7oO0R} zMc4UAxa0QOmO7dqT-i|#uI0y?58TKg>ItnAvD&Nl9Fjj2gWz%d@tD*fVk;k&N?l{rM&+dPPlf&2t39^%OsVCv6*V zgdiJgR(NgqPSlLI+8nwnomv$xr>9mR; z9sxzGZXif5Z#hUFdRNjJ3sVfJePkspd2ZH-=? zb{Ov867l-H5toW9gtUPLCbwGEKZZ*3xU3pJgB0TetBDQ3w9iH^{|u8f_wVEq%|h_u z{r>g-*{ir9x{MNiqp8g|{vvy2kmf8(jN{@Ao9|-nZon7TIu)+Go(wBVqZ{mO)d+f& z`Ev>fKBL7_seFJ>#5on{@Fg3%M+fNl2_<1)h1FQlavW?R_pV8Cr(Nn3*gtL=hJ=08pB9eW5PTDZn zSzX(IBN<@#|1E|zn#AcJRHc@^Ev=O$+lTnb1P45nwMwpCn6+L3??+1t=NL zYb#`6SARY5@x5dz;V4@OrL=Q_l~uHZI>SD(!a(T-6s*Qj;$AmnJY6f8V_TnB65KT$ zev3&46(){CBwc&iU|EE)HO7*9$i(W)I?Rv`i#TQpe&r9gooOx3l1iiG!@_+S>ZB1> zR((PVu z$6cDRJ{>qhTao50>+zi>PPB0?mCnzER%-i=*dE&D^SdoU0S4$+;Ia+J@v?Z^QWyvkGUz_Vf&34N=oCvk6J%pHxX1hy^6>V~P++P<*GZqv zkX=m3DPaXqFUlL`QRH;i(wS(2dQMs6d;m7XT7`|eO_VKQ000T*0RUAem|YbAlo(O; zU7}RBPE^L8-h=(ChY@A@dU7;6TNk)x?PTJ|zAFUttc^<|s;yM1VA~6TWzGFZNEir$ z)DzkU%D$*1aWCsFS0%{B4_=;B}H+sb0Z;nC;27lhl1#w2@Rh^TEWzGVSV>=T{h!krFNHXr|%!QHD$RjEhfK5f30rbB=D8~dL?_4`slzF zc@oJ;`vVsT3R@2xxd^4+XOthU(^8qaafr}3GXjMj=r{F+)`MIThuk-1MJSONcYi z`oCsDJI|hW)5x`%^ncTD7!4|Bb~SqCcVB#I!#jX`uNCy$^q!-Xq!S0`h$TTKpZJ_K zm3BqpUmoD(*R_|!1=wUU*rumQVk{|o474NgK7QAeRM!bvO`2BZ<7>$cY7=3wvFIV| z+2q+eKw8cFvHmIe zhTL7N)W^fWqmUB`)Ho^moLPmM3|NLvM%to>*$_x)`_af%vGb_*qdL%4;V#H)f4Ol( zs~=j+VX}>(q7D>|k8R%W?>tlcj!Yx8#A(D=_U)$jUzXpI*k*GNbQw^qUB7$hpX+7B zzd{#^a1Cyy)2K zMy;ghqT~WO?2D!?ElO61^5hV6@2VfDP~Z_Q5;4FK&K6t9B7BQ>7ZH|m3mV*F&PBx5 zt}~HRmWOnrKQ5`2`hv3j2vK|$H_#o`;2UV3L_v&Y5?zfsM@Mc(R_w}%Od072)bd`1 z$R;5vyCuvgt^&}lI8ut_S%qkIm`A+=4+xB=3_ZfdO|f1#>hxV1iK7_F*ildY2z32~ zQc9|wCvnn$iO!=q%M}inW?>{gLb*!K<#Z~N%APj9Jd~)wnTUyn!3Pn?hPRoC77n4* z0<#1AYxkvz&vLa_J5WxmlG3;KHgW!-vWPX+HG<%2RanF<%f(p{eBYLhpJEuvU0%g9;V43_Vj*Fm^;_gp)Gf`9 z$hl(ZC&?4)6RUrh!lb+UZ0ccGGBZ!dX^llW(VF_X0Bxe@j`B_=0LYw2>Cy+Ji4?mq z*Ln7lD~5gxlMS$3hVMRRzbnMi2@u=og(2gCk6p+{E&K@UPUg{4lJ~vg@Tgi^2HfyE zDTz24>#;b&c(XbrDO)=6bl*QWR;wihuyh>FRDGtEq(SHX>_4**pFqH6#fD=GPnDys z*Xo_2plbV8Fjnqi`k3I5c|N(*I5}4D9vzb_MA^6lZ~#Vn*~qG}MeTs;u!_Ym7~{o* zOOOGGB`esnj8gZ%$q!ll-C<4A^hog3C=|xSb+!8&N&jC*azeyRmZ5C0P+4=s_i?(m&AiDRX5tm~%( zzu+T3Wq5!exT^Qok2)w2c0~aHf3=#;My5DOcutD4IK3^`n5pqeBfQHnol2zbYyF5E zAxDKEAlz~@JVmKruPtPiFL8Dkn#r6RR^7as|5Xhr$Ia>Kh%Wtv96Cb z-MEq}!fo<|XP~xQpg0i`C@9ti&CCtL(jmm>G?}i}`+V$(DkC7oTlU;T);dm+1DyF2uP*`o^|D3csGt)Q6!JqbtEjvZzenntRI^32P50j)`(zq)PTfjZMzx^iF$UP=r`W-Cs zxB~v~jWN@(l9U&%Qr3DWZd$b1t%UXHP0~q2#xA*XHKTxgsw-=m`wTb;Ig%zAIxcAO zMk;GXZVQl&(aoGj7MvhWO}nyvO^()JnNPt zPLbRz-`pyJ&6}*<1ougDGMwV=T%^y=hg}BrM5eY?L^^-LF94>uP!bts4!aZKo4`gu z$KLq)Ri_9bp5PfJ3S_A`u)?-INc{wjoqXI{3Ac2`LVDfjt3B9tMcAmkvf|V$i!E_# z*`#t@8K;LWw$+L$2C)I1ovQ7yc4>795}1`qAQMs3QzVZ zoXq~sbGWIr5s2>0x`nvnjRudw;)-aELywDLPNoBW%5w_)BOFf6CRY|b_K+PRU%E84 z?mW*&gCr!3UF8RO9EHQN%*QXA=4=Uo2_pOL;}WTplQyVtg(A09bFi80TAl8$5a=vt z@K}i1VVTfvF#8*yh9>YT|5ANRX4eDaK>C*{upyiQII|K^I4=dfClV=y*b7+Kv1*v- z{lRx?u$7DOU-f1ra~&R!#F^xY`8Pyte%yr7sUthMZU_KY&SA{x=Ekt237%Dswm1bi zMwX##R|dJZ2QPw!qkvx{C(Eh8m@QXRBJ@){drixLK2!}#rCA&7{rxNT^m?l+KU zPpb)%+>$tr{|jfnKC)c%pZ|ZGZ0v^h4LoB60B4_JWPQnf+3+3FNz?xq!SL-efdeOD z&g&$iuInkG9|CvDm|M`vU?npJuzWx!fXFB1a1n>HDC+%jrQVV=m_!%In?N`Q>#O7b z@ecc&5q%fAN&VxNZqnGd2;$UiX;?wmt>6Fv3LpUhX(yOn5#O~^sOtGV5sK&WcqHkftWZWk=i-M@C%}70^lx{z52MG@ zB7V)_{T&=dodb>Q zDGjAK(q(v!?cLy3X$1Lgi-gf&r!QH#4IV~%01}|5wrU>Gi;NhT8S^X0lVf)o*hh16 zvG|y`rFJ#*7-^~_H_7nmM;n;D`a>k5d-b)39>lq7bvd6UKEXD(1F!OGCFbEZlWR5- zUQQHy;4D}_KK=|$dW50vPjt2rxI`bQk2{H;-<sL)#g$fpWM%kx>*4|;B9$U zur(>%?p+$jK{_tV;vz>B57A0w8}cl<9)xHEfGzxw$2u1y?IOwt(|e&_7^|P+TJs!4 z9;6vajs_9Lwd>j%z99Fx<)}%OKjDOCP4hbhPC{~e`rjXxSNyxb$A@YnyIkg5`~g#- z5YPs}juu;ir8?R0pw-BB|7D{KF7za&%eItMT5BOjhDrq~aXWPYU7`0MS)MHBqY>CE|2uL#%# zqB#x~9?^I=+V+PrnfQoFVVJ6io>Xs-P62FX8pcpzd|-tLcEY>6>YkomcUt1HnaQzBo0^61p6s;ig&Y@P;0U z3PX>Ie|82%8nPifz`-Nm>}RlR2OVZPn5$pF3DhRITG8i5d8;%3A?Si!3B{#XLhZNH zRd*P{BC<}!@H|iI(VOY-YkoC>P3Q08h|$B~TH43!$pCESJclUl3gQ0gGEo81w&92B zbm%76J9sc6N@-dILRRD2fChIB26sBLAWQ(=k%*sMPqm2|?;bVTl4$5=F?PE7WF{`5;d7A)|w}@y;YV@qE|V%(iOs2RsTPEx5jXsZbeYLCs2rM&j1>Ho?j(RMZ@O zsMX;J|4P|fTR>~2tggNsCET+nRUnUHMfgND02mO#BbV=iRXE@mhYboVLw3nO8Il?yT=9NG2YeU)Q49G6^{85y z$7;oWNA%Wf5T`?Yh$g^<8?8s7FDVFw22&*mu`y&q36FF{U3BTo!;*2G!}6d>n?0CF zjLK5W7pXH6TFfS-vzAD>6wQy)XTb`4=$Hi))HB>VN(z&9+JFCON0(NU0vNFr|zWY9Mgn3X96+tHzChFtvJd^2!`5dKF7zF%&+ypljQ*b71fO+`<6# z!A8K{GBgkzHre|s1W2Uw|HcKH5C-g)=tRJyDI+Plj5>gHEtyA|1%1vPg!f5WLma}o z1N|(4D7F%E;TQ_|$6MApEiq=HHPGTPB5gbh8Tb-nzpm<9TZCMyG9fId6Zm}HgqC(` z#%sF%lS89%emJ&6bC!!@^}Z;?BL3Cct|T&Fo3bIjvP`_`oNS)HXuMd}!XqE*$XeZn#qf(QzT2=Xc6Su30HGE_rA5@;y&nK%{i7{*Y zDVjCcA^OD=Gd9pS!_79yJmiDrAT$O|*htlR)P@qH7a z8UVsORUFnJ!u4qqr%#=nLMMRRWC!7>jrLJ95J{*WgeY~CM1-mk1bSh-Z6-uq$(vpJ zGTt9R6S+u)7G`%I!^*#KEgT~Jgk7}0{q zWW!!%(66Gjbr7${?eRl=i5haG*u{N3??q$59Y6!Z_a7>pVe`Fn!KV`v>GddnoZ^Mt z8@MF3keXP;*6>^M<#@_kmG*g5ZZ2>kie|D-bHm?Ir^8a2V!^anO8C zrot1hx}JU_=8N2E8*lzRE%--%{(&M6H_2P@OLYUf)yvG#tL6^z_t}L`iwP(Duz?k- z-~WvF9drNo9PiX%_rAq~;zm{^T^QxdAJO-t7_`Z2uvkS;9y}~Xo)8GR(fb|zLRa?A zo2YV)rP9gER{bq-G4*4T?HPt&6tE)A^|6ZnwjR8OyCR%bsvn*XN3he-sHSi7(T2|2 z;ta+(Ga+PJ>Z_CXNm{t$(T17Mljo7rw*`+h8SrLzIee#u?;w?e;gXkGo%zsIWD;Vm z=v6--yhO>j7R;H}LLs0;5%Q7P5?r0D8?63S*X{lmK`u&22{8u$IfB)-`%J9+6a`v} zq_#!fmU$=E4J;zu)8~Maw3~Q(XXipl+?OFD0Dx`_VQK=6`NLqd{#p&u!7iKb(8GbD zUs)X2y6>)c4e7@M_rdIY|DtSTe$qoc=?ok#{s(In-$>$}Uz)GbNzn(@mIaZ_sU1Q` z;Bu}O?(WZ!e(6B!bo+N*|K0@Iesg6(HMwzojKJ*9+?FtG;pDl@cV%zXzoms^mTM`= zJi%?R_%oFb4VE5oK<^%y2n-;xMPL8`0W|>tAc^J|L=(RsTV*Ak$N>80@@Q-&u&xd$ zx`1dpNoSAB78>A=_l&`z#RMjD_KmstPtXedInU}kS-58sZg=2gNWWU7Kbln zi`4lwQm9VqVO_n5>aDpbuve-etI5iSVc2#j7Bp!^PWDMKAT;7C_aA6 zt5c!p#XHG724Q`bL;pn7*^p%VYpvUOEOo@=>c%J}$l$4L=eDAk8_9W7?=hU~s~)OIY&%GLh` zu~;CfuX97u9}y$n7Q#pOHJdJP7W);YEBEe?SD|0jE|x(7aZ3bF77!C;Pry82 zECjaJY3Ix@k8!dQct6dX{H`!O20w<8^~{rCYE316_7TlPkyDlwu&b2KqP+l2{86J0^UrLThOPm-*swl5(XJ;org`~r`sNilAlBZ5gD^FPueWD4=4_cf zou^$oDoeQ|XaV&BBM z2KvoTEKN!)lHw20-#dnMuwe<1OMbh`h%RC{-E;4(VbeiAiyd>}4X#<#PU}&Ub!usE^Kk$l^~hZX}AIoVo`VW_uB`-@}QL#*8`N-)>V{^qgdXhFM;zf|d z#aMml5`bPrvO@Li}{H2 z4%b131F&uH5V!S9QhL@O@afd+T%-E3AFJEfcqONJFD_q6@7B^#m9fFlDsf&J-J^;aaF!woBaM6H$HyU z;i# zYY5`3dsmV@-z&&P#t#g7QO~jIC7Gc48<;Fqe3)3o*gWVPYUjH~ z>@T@D5B;JYoF(>?<1Z^>6rMbz=RA268-pusPyn;@Z20blOx07UbxfGKC!j<45ui~}i z&b^vG+ZUziZ@7i{E7&snb8N8elG(LQZ<oe4JPBjc+=TJ9Wb zoN4Xtp&FCz8-bfPM9ihFl4kk)g-h0*s-+Ofb=*U6XruZwcl8gBOYl|u zPoC81ud8HB-DrN}wdX7wYv;fUa5P+@@Q@)%&8(9Rfe#W_o0%Lcc>B6ZF;3c68-diR z(gs2mE1GT{O-^C}WPx_j>KnR~ws}4kO{P$kZvoQMIT+GEo{Hpst2=B#*nJCY36%>7Qy&84QBM`BO`H|H9lwn^th{JFUl1H8*;1yDiP86%(rbC{Bf;0s*I#z&3I$dEf;I}h*@nvXJi zjqN2A5_AxQh*JSuar^FfyGdKz|YLcV|t}$B(eK%uPcn?x|rvoAgoQ3SE8MxXQyXO zI4t%W$Yt%}$)-fHup=I%$_~*Cqiw@4h%NuG`bfZT%gy#+sY>t}rT@U5=28-sH*e^a zWwpY7o}vPiVl2}#`=OG%dD1nIrQ|%kvsFG>?k9U*b`r;AI@h#D*7<)q($2v}KnPmG@>UnANnuD-6tq ze}4?WYLU2_1dU-AZ2VMyQyV5!U*r9Lrt&9nF^7bYX))fgWD%g3f_e_v!qUPk7p2wC zkO%Qyos{9PIJnndCn6leg`WTb2u1+_w4P&XNdKA&bVA5S7;kbNvx4QDm|^ThP~ zcDLV|W}Gc0b&Le@V5qe!?N=oe);X4l5CwRk(Bf4Q1)uqL_S>;T&OJ0`YRG>x(fn`#)lg;LkP zH9Si$47=yN{^bq~A@@!)upuz&e;Z7-eb@sj>?l(V`fcflH$**8l?Nu846g{X;)cfE zHN}5Y2({rCa!aP>&zggh3@F4if7%Xev>Z|apVD0TGdxLdywh6iI@(wH6e_e-N>ww$ zrSTeGJEo&n*IdqOz}x$DC5r7L*wBB01=S^Q(x)*2A!{b^DI3!EP&&1Lyy{~l7|DIo zSX)6t-tsG%3mQg3C`e|E{8iIZBaM*kLe)IxW(xIoc2F(% z&3_kPZPF&&Kc`2RU!=P72ADxb z+hBz0*jJm1L6#^H1%XpI?4f%%s^pp&N?gLrYxA#V5>2({LB3z}@o;R?f8~wYba#MK z-9pIVVLWO`5?NVUg~ZOsU8~w)?h9hKrKjy2zVT~|El;|P59`=keS}VP-(fRKYP(C*!Am}Q@+xhJr8V0Ifq-%fhqo;lU^f2E! z{YJ!l8poL`IA_O~GX8*Jr^ntsckap`Iu9OT>KA9j9uAuhUO!E!!(0m)V9H{*`4GDi zwU9f{1S-o#WTDt8azce1u9+yFRzhOlVeMv>+K_>LJ+u%rNNWu>T z9Qk-!WTTd=jz&5r~0`PIet(L4@qv5ISlZF78q<7mi?zG z#})!ts1bb*uS0 z!ye@v(2wVZ7MMt&4JagY!N90tY<{lek-pS>MvHFKrh2x*Bh3# z*I_LZtxK%6I>IRePih)(>)V*F8Q(~@(%L(IDrw^EKd}UPqVcD$zI+8I6>`yG0#sKj zurWY{!|3G^l0045JH!+@c{J|q6)-ZAVv}1LGy8UlLHRx))#FUQRluh^p!}zu0ji;F;`U7|mkL zaiME7XYId%RAF`=RIXlnr5*054MyLuzbE;#vD(luvDXH#5i&Ot0uAZn5~nl+LZVRw z9L$mdN)!+_r92i(V$YYNBgK+{%pkMEc3b#+W7#jyE$LRI89K*)**9){2+0(2jEmtk zGS*;&MeUMUmDUbmXpmT;EOoa29I9y&#-L<6I`>m9Gusqwgw@Txo9S; zvM_Y&cC&H@yp`+L^$`p_0Z;mw&QFQg5rZsmAO>SCpvYdB5ZI&8r+%DD%b&vLQZIF^ z&uPk0Vzx`)>hOleKnmT`C~K6PO)C1H?VL#7=#@6StNU|lQcn5R>C*C3KR{v(T=61< z9ae$lB!ecAPjob`kEtSW(&;)VVnKd(XYgY!M>5)M?5ra zfvDTev6+z`!7oWm=^nSKoQ9ZhCg~V++UW`GR56Ivjo98!83N^%ZuD%aa5+!?IyIs* z1z!$gwUn#uI+*O!p0UN#L4(Kh1X%yf9W<1_dx}1E+g!Y^1Y6g+5QouJ$`@*qKuDh2 zkLy#CM zE64tC$cqt#?&|vPI1&~`4VxzO0GU1};CA@+k_z^lLb0GsOw!YTc>CFxG}c!XQOk!* z{>jwp8SYn_lEgLs4>eX!MHy0eh@k25ptmic6t0D4Z0k8gXSiTXOWm&ocyXmuJE875 zMN;4*A&ayj000P80RTZKnA(*8lq(p4vfbNfZlpsE9g?bxbfrl(e*0x~--nZvqX(3I z`HLKAd0dyh`CJqqX6K;v@6MN5Q3>d93z|0%l9;Q$0%y%gSqpt*Ssfr00>{l3b}_gl z6hibO#aGL%)2sITqI0rIejmJaW50>YgoQedmPII=B6qlihz5_O`r=hi%|mu8kZvnC+w)l|x@6d*!OPEI|rj9YZMR zp%1$WO74bM^ULe~aDFOB1P}qZLX%x5NJZ>mJji+nB+gh#Z(`UwFozUgU42;#dM_b) zigS#7pXS!T0ECnMt7?}L2ATm`BF0N-jP64N8VxWLI&fmcFe}bY2!d+I%!t7_$+&oG z>G$Nxzx4N&$alq#4mtuY@_`0*pM6SDApO@TXufvD? zF!S0-!oh47e3zm&Du~)mMaI!IIDodDrMq)t&qwQNxrNOop>oj?9sc2?BUsn1=JA?X zy@5xb+*%=g(RWO(plc9_ugqH)keQ4wF1H76pT2Sd&BT3ramG%=#bFt*IX`Fs+O@QZ zxvtp1jm5!UmytI4ks0tv@5sORpw>*2C34F4v&yRwfGd5mp3yRm%aOxm-tiqw0q?;J zpvlNUdgWIR=@dvlJa+oH0jhIno%=SHl5R zB2BKW=_6m6Y;8JnjVXgA8>-4O$RUidAYo2FMX~4G=A%e-WTpTFSqDyUEpMY2@3?h! zo=YiF;&n`lfvnUF9*4uxYX9ftPAVCS0AWC$zu4k4BtHf)3=O8N(eM?er&W^1Ec%o; zL)up0bYDV+p!xi{&qzYPZVL?0L=co@bLD%Z&X!lv3-0ENWwyh?LJS=<-(cw1(;~Bt5y7t zj~g~u7*$mpKo+PVRR{`UBr6(h6y8h0EhdlH?y0n{~6Vp0#p zdxA;0&A5|=6LpNOAIMFWKuf(+H~d@hPk~CLpo`WE*?NS$E!A7qgnq(4s}*5RVkS1d z9i5p}I!gN1tK532cYS>~r9wJ!r{x<&7&l(qn)7tg6|Q|l1wu9!842V^>&Tl8WLY`- z)$o#i-C8cHC)5Np1z9+*w1Go))KqwG?-UPBSKGkR2;&_t0$J%p)nW+Hq`jcsiGJ{} zY{<+M)RV~;n61F9b-JJhg@8*%4}K7Hs5Zi|^Hw@%&cc)Nhs18IIMvCj<-LrSl-^B% z3}k(WHY$q+VKq?NRNqxPA$Rpwl3VMtVm^+lZiSOx<>Ys1V&O%FPMKiiU`%TCfmCNZ znKf!276ktHl=Ex3%&T*KhZ>RiV6+`6mKAUuRSvJU4v?r@|{tw8prQ zA9%o~w|+QnD{3;e-AM@ML~g>)^ek)xo(7uLf&3NQ0PTMoC-u z*{IJ=WIz+L^N;ZM7fI^diq%4d#LgkEP#ji##i2E?7ML*16G-IgFVs}Vli0U#HP-q| z^k)6gMlC+QZtnlxB3pamd$y;}%@@$-;5WF%@NLHFfyy$C1fr#)00~deQx#BU4xf@p zt0g>RYgLxob0GwMm_8$oIT^l7Rh){ds*C$lT7~A&((ZDib-{ht(w`gu!S?W`ECK(cwO89INy7t5Q6}6Z$;2n!HJG?V|R@n2T5%p|Rg1k$%o}OxI6vC8k z=!`EL_?pGFq982<)iwH^>*@wd`bY}(#w^7dSsrmgbo~?M)ZPt}%#=E)90(ag^j80m zTf!fF-Xx|(XY{NNOsSy=!84I2RfRVSF*l>e0)zmt2+jBJ@Mh&{YK|L~a?c4*)g z)Gc7*%#0%);AOla0mtz)3`8K^rV+N}_K>ctu!cz{1+PREU+;eyHhAdVfX85 zr~tYNGTk{7rhw2kkte)`|CR^sl(+Sm5rC6HPitK{v0o;08|ome+G@;u<)Txq1<*t1 znNOyP8-f&{z#Z@Yi~3jZiC>U`YT()B+30#*p~R<^TkpL7JiI4@=-bk#DPr<00Bc6% zR?3noO~wMOEP7SOswm!AV`;Y0Zn}^aYmru(I0}nJa_}d9jq4SXZ!*yp?5Ep-xpO$c zx*+TPRyyIBlc-^Zng#~|YrwhAT@V%WM3-HCHV*7LHlKBz^h8h{ey^&&7Vuc$5H}NP zAnOGhGaPAje1$6rgxap)VSUaDrl+_RY0Deyi|Yw@;vmAi3`*$9X>E&%+Ab?~SW(Zx zamdkyxaalhq-~h_ss-(lZRvt{$j8)H$d%tZO5uxkYa3)fQIg%#HDyEa+TK#C%uX0mNG`_K?i!nzc1O3EAa#cM1j#H%-DV3)>h za6diIdb4QMNtXk>sG_V!5aG_h#>im{z}pfVJMek1?Ifgz8Sf-ym7a%VW2K~R5!8pW zGthv|qS~GL%toC+i!5T2K`DZnIA=% zNkExz9hVrVx~6}*HKk~*<@BmMqkFr!=4S5stPouZ<$8gZJ&S)2Y)Scc-tH}XYXc_k z78eP>3PYd@0gN`b;aKl1;+!`0$3&IigFcw2_|$QQA?=HZo+IUZfUgz}AU^)OLwP8$ za8&ob=!NI*kEmkuMiek$_g4#9hnOG_5}nb6Z)+;lsaIicDq!>rjJT9nX)R7LleEn1 zr?RB86l%#;q-N`TQW-@Y9D_ZVs9(qzXsZy>$jE_|NFFB!ThjCYXRE>sX{>bD(1HnL zL4Qw$nSS25>K85y0r1AhT43Prdizhe=phH79YHq``8ag2067{*07qQqxt|>)`i_A} zX^4l~dxJ<0yve_wd=+Ys_0Tl05s`q|poi6Epp4~nkD<1-CCU(2u*F`fTntqcS$=ch z2ZR^LIsyr9>WNdvxP0C(TA0uap71V1cQgAll;ey`PFI3PNYYJRQFoxl8b6xWcQ~748jg}RAZVxbIgaPyD>AD%D-E0iBs$Z98uVg_U0u#P zk;ml$T2hTyTv8rP&ml8o@QR*}Fj`jTi`g_Zf-GkfOcqamN1=TV+UfekM&KsaOJOCp~F$~&an-sm8v*(2> zvQx~!=ckh}udlrEZs-jIY2ezLYLso)H(cSf58VU{()4Ju)XP@xV0fASz=!AkDetM1uc_*H{z3kN7Al; zC~2RYN%JS#!e+du%2Z`nQ)pPX%?mmWA8AK8c9=O8W3mjgBlNNxhk7*!$1fbq@}qCt z`{nCreBgz<3d`N};MGl$53FWf%k5W+9}X#9<1X1yL&qRhN*$4>8Y2x!`7LC=1Dczz zxA=Awp42^|IXu}AWq#y0H=jZ4)Z`<9toa9Qzc z7?_oY{qnr;H?sJ?6BoLzXf5uoU-u+$uC$vYG6+$vRy@Y)D>YMwvZmA7!H>OcXQHI2<}OVM1Z+aSeqqrXO7Z9W-(3@>|E`@avJ&At>`w zfNL~Da?p);>#HAkqfuYDqy$OeV+&xKV|~+W`jfgprP^}yS`0VJ2s-BzJ8CxclFUgc z?cLqIMM34XDVfSXZX-x#tzA`%RZaJPvYHFfO&8oTVWGfKJ$v~2jS&%6vlK$tD3(b4 zY}*sf99rTYt}sy11;|Of)2=zU>ZvsQMOE79D}uD+2uxxwlxN$S`M#4GjiZ=1s16%W z8+-*igP75Hzh?kxfzE(pFmQ{p`TWIOcu_IohIvI@`}fQwa(;JxjK3nTX|Bgi}9!c&#rRh1%lyc&|4&r<9RDtS~kUQNF?Kb zp|a;;B7F_DKsf{1wXRUpmnnj_Mv@#kKLP4Ezn+|ad|vIK%E$Fu)ri_OBSi|3-0lM6R~F)$|A;h9MLryylBfVWr~3qG@#hjFn9Rg({1D$0rH+9NmF?L9_g6BUq4P_~tI`dNtXh~P<8gSO zGCKmOx|GY}Zr@yJhrfrlyu}r988h}MGF{#g>O)#HoACO45n@lJy#oiwH{L!bA1pN? zFP>&B;<;=y+AG%qXf^z5^mF zh{hcz8xdb_pW8d0KhkH@ z($nT0EX_IzrPxc0th%f6Qt-2G#0cI zBJ^MKbf}`1KNsv;H6qDVL_9o(4U0c=Ua^sq)>PUf% zNp1xJwh1NlPn4Z4Q$ zExAo)7PJ@1h&NkwnkWZ7oG_yLn8WE#I4L)pxe3+y6sv6>iWbXJ7B`41STECGXRe8> zmd0a0V=s^UxWS^5GPib!ky8b4YU<{J zK>+}1Cz#rjKbiz$1W5Wmd8fDrqSu6u-)(=B38^g(jDG7e8IY|f8Hak(4`#=?^Z+K- zhRyt${i3TVS}z2_zJdW=Ec=|dDf1fZNTj?f2R9veh;_f>d#BU%;pDPQ^g4vwov8hV z?&u`Iti36&b6F;jpCw+11^a!DlY2a(ZzXG~I7lFn2Oav))PK{ZIDCTvIg*?3AVbR* zVMI(Z!qnN3(ND{McUX?m#&%O( zPtcskQo7+@$*ois?5`g-k}x2>-Uu4^|5Rw{!%A&98Kzv#U&3G*9{hX^^zb8;;;{y5 zx+gg?Y}U)T?3;QP z$%+f&OQ){RFA$vG#0VwhEhzw^hnPaLIvYRx$z;BtG@ANIrJx+B)*R%4V9lQKmLR#T zElYKT9aa?ejyZ4S-0uhC#om_>jcg}LhVBe|+A!Iy-775YM=uI_{8@$-RZ?&j%pNLObj8*6hOz zp&&yp0IVt>1wR2g?e1v8yL28zZE(~6?#X0wy-&VY%Ssl`m*ywzlTY`#zP-hxJh)_t zMOlyhzL_4>hMg{55Z`+)p{402W5?6*4lmJh#W&`;PmOeDoy3jlx$|rd!3CRPD=37@DVDnV(FRbn$&E6g%-+O&meH)Cs`nVsWP^Tmno)c|l5{mqa zb?A3b%MP$}Yx5iL_MLgSZ;`U$@S4sB29%#xI=+YXL{}WMn$yDxX3i<-IBQPh-I(ul z8G~u8l@OLdtr(q2S+$euxmGi54+u7WE7>!`cFEQa@oHVh?q^n^X@;>n~ir=P*M)e37-R>uP{q)h$S+E-^T-Iprv}JFRz%Ftd;>*LM+IJe(J(Zbo z3i&+lu#egSue+d-Gn41fxmW`LX?Cj3z;aOl3tCx}E_n~6_0G?uF$nXeZuu^#Yt8*V zWxzrm4QJQEc5_fBa2{-~qDsm60#@^^`s2G4(Qr!*P8=07F=eo)ylEURQ0jA&)(-P+ z0P96{o}n-j#ZziEzblLSJn6hMnOgT8zFsXAmj_NXw z>B=8FvvBpys?3pM(C>isr&s>@);*!l2Z)IAj?X}$R)b9+@Pjwf&1luYT#BRTN@CUs z(MHDhug1O5sJxK7wkbY(zG|<~fKL2IYhNS$gR^+e$OuQx^V9FFm;8fRE|(s8l^pr_ z<}O!w+)ZQ!b|=FcsGPnN&!f8wUO4xV_7Jl+fd192Nhb9fCk>+WBmCnNraSX0;8&fyu`C_9AJLTma2FaGX;*B6e3m=T zXxcf0{2I*jbXa16Bxe;_=`R6}v2jx*g74g^1lSzdS_?dh5#4f=faK&%m-JA5{s4`> zSu2dRPPG5p)yPEpJm~g@!fKi0T>)6!GEt>mMPot>eZtfBeI5K9hh_3Xiqcj1iY?zw z(J>E@QJcn8zq@Bl(r8TDQGndvBYgaTv^eV?TkxQyRHPCt{AJm7!thI9bgjY_oR`<% z;PmZTu;L#UH=BqS(~8{ZUwU^+#!3NFgEbpAy9oNbJPS4TU-bW?uc<=eYABC^(t^6u zIY0hZ2!8y0i>%hAHArlzF;g_>(0}Vk#RBf1Yj8n@KYf!EYb?Lz$?>8v4lK#1z)kYC za@AL0ypKVAQ)jhAF7IgEjoKu^XUlxWL^^UO3X7h3YYBY;XM*zS;rnXATBVI}(F8Uw#fTbzjT7vUbN{SdNO3a~~p?I2D^Z-8z;Y|t=5)wq5WJ}Zn z4Up3JOp-XU3loqS%SN}lsJLjvJ8bx~N8Ae}C81{jlkVr& znrF*KY$)CxD$b2NW+!v)EIea^SXhko$Ybb+f6%!HtCwV)fq%U-!{Shz%p2n78SbNJ zPb-$0CC|S;{Z{s{^zfYf<$X#ADs>Yf{}P0!e;pFmjtso+Pw=BK=y;}kb!iCW!K;+% z3R3m}DJlC)o>o7yedqJkWakUT1UY9$hl~_JLHjtxwJEWdubFdvS^{auf7FSX;*Nz- z*s_IXv3TxMHq`{R5wi(-bh<3E4GzxZCb2q`k%*}c3u3={2K7$#7870gYPCUD*DA1Vf4!65)IZgglxAGg$xt0P_I=Ac^KSq!Yg+e}D|}bFYH2bRu`n zv(k@9X*%sKeeDc3n1e5vOmV*3+H^j&ixR*Ngo0rn;s2 zR8P#>*Ff#IjDSG^`|N{_d7&MR9PaB0pEj{FrYm{|`1agMpP%&qLsskVsde(|vyzVC zC0dox@ZMMj{@bc)+|+#^P7+S1p8x;?p+TBxNvJ_+nM?>VfBx2`PytE%)rYVHU;ya{;A3fA49Vo0 z^)ZrY{T;!mEiJ8RI98-AF}s`Q!o~uO37$r5a13qwp1!&x3iA;0Zik3#BU<#SNf|-X z4E}RJ5UV#pr2i^uU#iuTGv!paiTwM?xaW{TdMffr-DidJaXa)uZ=A)a{KEuNe}w?& zFj&!5!~fKaiP?#S6(b*O1N5}bn78F)Xr9`cB)oA6V0&hSeFn0TwAsVO2ON6q1CQe| zF%tBY&KJH;?roi$d=8aO`W8%B6bzy>7UPoDzi*sJ=ck{*_3R^W=r%);=v6<#%lJw7 z0oA7(dYRa>e`CkLHoHVBSSVvip*-n-2egDZR8Aei;5B%XBRaW$+ijA{Hg(2-q}R`Y z`}f4=`w|IdUfqwijt2PIj_N8SNGd%$8rOE)7iH)V{YrtdaG%)J3IdcnE01<-)tt;x zFrDf27x8ItC)g)_SonV(X7l)zqc z!Nv1@!-Y==(en4kabsbg_{ueYT4Mj3K|_xgz?ttDU>CB6@H3mkh2G|`Dt8*kc^?lH z>ocdQ^8HFG)VhyUv1peI=azZqJr!epji+2jUNFPc$3eplF%>K42jnL)-(4qXv0v`F z)d$VOvU-c*mOvBoSWYKw5L)ckPq07S8)o65%UjmmCcm-`L#~*F-|Mo{3nfa!Goto3 zsEg&J@)AW@{-h7F4>LcsPi?XOXBW)$fDASE9H#yWL5PA(<}c_d+&ZbMh8joGU43f# zRT{?11UTT1S2PkB^WJcN9{FNO~Uk-mo z9~w#=1=4FT2fG{HG#Rc9&0)$d#KzL0TYi0^L@Y#`E}>8dd9#p{1Iv9K=~UDm)`-AS zf0K6P3)(o`7vKN>&hRk95sZ(bbF~Duxz4xNURsnYRVp*z=~I2^nCYPNNBpk&OsEIA zNU`ev=bh${`LukBZenNEZ|@{iS~=?A2oJ3hBFt2bA4g^busFaSeRFq?uKQ zFx?*TUbX)49 zBu}@!xYPFZ4{U9_3@DDcO|cUx73#ofKto5U_EiUg!K8A*<^?$mA7slgON~D^m%}IW z%-C!WN+s6f8Sd14r&R^{+9|US%eBk;8)rg$((uO2Bmgyy#@c!8Gu7A9^%}H1XQdAC zK$(QUaJxtKs-#UD` zKN9C(XlQfT9@hpvo0RNcsj|*lI=U#L#TJ-c#l#Wt{NiHS1GBXkd%GhbNIbVPkwu?K zbqs8W?KbG-mNZ?fyX_0jj`z4^l$F^^)Cd*Ppb>bGV|bR6x#4~|?xL-%pdVZ>xK7l- z0M?TfbpsmzItP2s&(Rd8PsT{c68q`l2Be4=nWg9vat45t@BH;+#!_EvN z{=#$@>v+oFjzqo3^99H?MU|&zAcA(}T!C|oDIO~_Nf{QrR$Qm|gse8aS-3mfofn(e zKhHDi9U3fX(2c{MX$gLhv~tvg%PRNIZgqn`l^X{x)WRgBhd2%2!YVhKs|z zx*ui3EZ{kygP*vzLwR9@nT_8R(GVlwEeRT*^-f`v@)FxE5J$KaTYh@<_Y;lf8x z6?<+v=2ziT-?p@@$J{u4SY$$GCgBiV0ocq@Lh*lQ081JQ4zGZr#M&}eT z!?uwE>Ij+d`$-~?fEf)in)Nf!DDY)kbU1BH7p=!Gaj~e7-YeoO`O5u(cbUXcm4**3 zp(aK45a3*JZ%Iu(laP!E2NGxKCS-hQq^9{%C7XukRm|*RNKZkyaD+G2T+63-*Uuoc zWoWKYTeaU@?WLTST-))YR_s<=Q>Bg5D_?@XNm0WiHE*FL)KeE_w-df`BP(|Z!3Lk^ zVN!8U0YMi|+GIMlz*@_$_|9VaA=wAvcTABARvxSMKq=UOUA>X65PjbfRW5|^S$Mu?bKq7Pq_&_c{7Ej ztaBq3dzQr0a^s>w7{dVCPhM3@F03N8)7&cdu+TOTlBk?i*>y4MdA7-IZzxfP(N&w% zyE>mGL#+fk-Z#=;J(v-)>+7!5H0z|pX#t%L9Dyygh%nD1Bio2l8>pFzB5?L$g7+io z&c4%&L$wuXd~JKsUYSAj8dHNJs|%xQ^c87LzKv=d5B6(+X?6~ohxR|Olefgl8)#`S zq{}W8tD$A*Bwm^uv|kkkCD?6OJE-4&!0^b6M00}v$pm9zq7W|mQWVp7rJ${xE z4dSl^IOnp&Wtn2MI@Y(g6ag!t#|ji6{tK3hGgO@`qmIcD@@QDI0rU+#7L2&So*b?$ zs=?EHt)GkrDI{|Ye@SVzWSY-v*>#LB6*Y^5tDV$wIuAf@Vb^V>iT-BvZ-sg*O#z4u z7GU6K0gA*8nqvBhZb}Dgx1%Os+SeZm_X|=&UZCMc=y-YD+XM(>NYKMeKFBpJZ|cb< zE#R#=7e^D=$60^)!6k?h0!vzUi3rB9jG?#_vXIevzY9q}m}6zFSEz9tK(4Fl42`q2qUizA z;jspbxY}!c?fFxY`R2Y|bNg_v(nJ2bVFvXYbSI`eR-~@VI)JC1BA81ENAgU)TRi4Ts3*SL>-` zJoq-%yF@ftU!KRSAEJj5&PEa83N`o*NTtAuCcR+ zlnb|O?;nt@J?Ki;H3P^AcO4p3_^k_Hof`GF>H_Ms5mrs*33JvUJv9+Xg>V^Li8JM3 ztoQ))5wdD^Xm}rglXY9KX-GOq^ca#j=I3Wj>`_d~dl7msXQD$UE(4ryC?eGqZJZ4K zsx?wA*^pgncCMqBMIjq+NzSJXVzu;{w1>tBlwXVM-Ea>>M{ba+Qv1j){{9S35gf$m zGG#X09i5Pq=)CP``pZM|Ah9NztJ@on1E$!qA;pcC(sLj-!c4Vc2l@2VdY5PUDl^4c z>W%Db@8j`5lC+@2X*|S@l5jv@T|2M&gZi`5O&mh()*+)}J!$bAA})^^D%)Gy`QFbu z^7Uijwk6kuOxw1p#Z}`E4!IAgdYv3;ArF+%&KUc3e+=bAnCA$_zx(1exfuI?yzVSCh73QhyL3+hiJW+nItqSZ!pU zhmt0JOM20bM<>>X<&IM0je9#ZCV#>GJ`n8m&c*uwo=pH;k9Hn4gaQva7RVJ}M_-n& zibfi%a87(LA+=-k2a(W=d0X8l>o^%^tVqINf-uDSFUH{10&VDAbpogXonH;6Sj&5k z{j!MKBQGL4tHftc+|9MnJJ%TUaP0gBcm6}K!%cmlsK#`j>5$3mF_nP;00=)p0JNHD zNvJ_+nM?>x|M@9F0`^1HdL*B#x@~{hLrwk$66rNs!hp97c*QT-ri?o}jzI zk;n25{IBHy&nyT!W&BOZK#PhDL_LL9zlR{|o)5av%*{u~2CseD0t7zoyG1a`X zbKPXrwG>0NQK|>>2wKtGZ`qh`m$*<7jKq;nS;rGhsa_y6v+X{`SX{#&lJ6r%imvLk zK@WTZtaq};4O8Qkh|G*O{s6y`wCw*LB)&yV#HRyB0(C~*XWhT1<;!9~#V%W6ry7l|-~>OmKfkPA$=Gj5KtcyKEOcXY9>45nz~zHsbhD7(KK)@e{{KEzyk zJljjxBSiHS%=>Xy8bu=L4ERK@M-H?-W4CF3kTfg37bgx2@92COlwzb;TSIGT8F#?w z006CEiHA|_mOWO&Nz&}#W!l|PQlvBLvMkP+ z^Le4xz6qDS6HnAOx z&Q0xdgGky}_dvI~5ut&&o?8AIpSa|NBz$}Xrx&5Mc<%Q-w2GN35zuIdLg&sAdgR-5 ziJ*@lXalCSLFst^sB$+h20Y<2;VsK=Z^>uJIr#SZ2>761+IrLC%tLh8*eZhS<@;u zP-jGW6iJ~pPdj?&6Vg2^_rTQtG(Wd z-7I?Q39@(Lhc|p<0nmsPWdLOtk!W_UE!=#uDPJ3S)z>tK1RhnGIF8Rxz9-Z{M;tgX z>Y2j}JC6{|s;{sDfSTcJElEj7zJZ|f&6WIX&C4Mp<$BGkBiQ+C;#YyKY{@|~@U7c4 znMgfWIw|Ap!@Mh;zlgY4uFHa}vvMF-*=VwX*OA^0ggn1W497AvXn`@jI4_cMD^^S*pyOf{BC!6+&@!QXW zusswz&oRI&voq*m@R%vZHVu6G@EbY&F7jZ+U(<10C0v{hQ`Uofo$B?NP=qy@=%gG# z{bmjSziDg^{HgWh>$OiKWaRj6f-e2#a=~uv0KKHx4ZKeUmOeOi2Ce05`LY8kxoF2k zzvgmXeMicl!}08*glE^N<3(_%D0={Z7H_@KfR?VI>@TFu7ev`JMDxS4C@bo~tpzK; z!J^$fOD^7siw&~0|D(z`h&9ehz9fF(6%t3%idHp2Xl~=vtJ4@jL9wD_$k!V}Cl<)5 zs$n5^)flOS8N$(Qlq9ORbXFl%x_luH3qB@u1s17yJCwr+2rQ2?zLf>fhU4X; zgqQHR_3A3Rt3!FbT`Qb3u9SEyBW);i!L7(_5oCcswz?O;jp%Jty=`B$0p;^LR+|fb z@F}8f`7K#OmPJ3wQLh?DdD1^Uj4xxv)cY#jE?SQ%qnr^G1-b@Z4PicROWVr$ z7U=i+6Iw&w-8(tH!%*f0v(_spP_@HAg9rP*@%cM)RGq~_*B-GEexB|7N&adGzhmiF z7_1Lhu&W^2^oAzOf1B?n=6w6Iq?(!rze~i$f76X!Q(XpGpl4sc#C2(GS1KO=p{Uz9 zP}h5!n$GH7oE*oE)?6X}TFR$HQ-0Hk#HLQR2_;~a&s^i zN35jHNd1AW0_V9KFnEw|nQdhG)h9ax#aWOZN=7D`8J)|TwT=Ebz`f)Pw<*i9*goxl zb@_9dEqPt6yyx+?G;^$uG_9PsuXlLEY6wGA@$%>XASl<(12*E#NvwD%yllVgR+JYG z%e6pQ2b?&ASYe)P8481W_(=00lX`|;Z}|ZDB+Kon2k)qy)yr$RBN2D$7EgR>k%9cPv?9?tNFX*PDDca;DF<7=a)Lc|SshKHs2b3`L4=jm8ha^+VKX945z#df- z(Jye%-YtZYXt+#E*?bPh-2~l#amO^Zt#_01a z5f0(~Xi--YWK4;6YC2L;M7xu3zzW~C+>78mS@g#d6>Q@+%(hf;c|L%i=1yMGTG#^WGAtd$xrygf1z$KU?V_hn5>q;= z)s`1I3GE~!>I4r@R&+Q!S_kw_h9Yn?z=bf|6tw;)T+U1A zKI+IT+aK4WMq9J*=+`1#9R8N$1^Y+8{+(&p(5#(2TBAd0=^LU3pXLqm#zAaY66a4uQ`hRdEUe~Yz>B)L ziQj6svjWmT$KWmpYUg!P1ELdi=mmen|D~v9Ybkx<0@=z#Wc|QL?O}l}2bwOZy)}+| zIyyU|;PwQP9j=GW3l{dul)j|?fOGZYbY^Lvjp8A7?T>6(b3q0JKNvxTR*@YWET&}v zq#qmP>b2CF_!7oRzcrN?&DS(U%paNdu%a?{-XaAQ`*HYsZj-LI^X2y!=f+5qy|1Q~Zg09U9)HNHG)L_0n*+SLs5eJO zO-(gJZ|cu>)`Y?pRk1xPamhH;%LEpA@3xsc=h5WzD=)Dya=dY97wNH?;~0uppN637 z(6^1E$|l!Ih29giQoeVtS4U;dyo5HYYv8kHMJyd|@EiMCIn+?}i`ZU2gmn(vG(Hy2 z2KQXHcQm^B>+&~dAd@8VRER0mOnSC zbESK?R5ItsnA=brM?#T1Xn4x_w1Upj-DFuUsATDrUm8y6zAA(X@(WXuU4g}O^D?;a zJ+vOnbmRT`xOeva>>K!w&Hv-umql=1w6#{&KDRBLgvjbyA!5*3dPo664Xy(Uf55Qx z^>ur+O4<7va?j7TuJ8>34R8a#Y+ zz&Brx>)@J~KWX^hkwy9)%WeJ@=SxxDz{~Ix*})NC)JNYng`ZymD^}&Q6;baASzP`G zVC*WSDygdNWkYAEVQY2Tmr!=&1Qcb_K(cTZ=|)6NZj81s%+i(m(z*@X2td9IP0=Uj zAApACo0?ZWs9(J(k@U>L^}G-l2uAkWK7*3mU?&hMTWaX;RTtJAnWI3`s!% zRVJDeY7kl`Qvwrz{l+rfZDJpJT&XgZHpSLZw;-UsDjcp5w?s~fI9hrJrnCA&*f3c3qLNMUGUS$;iWx2J*A_)?i zaJ+h2D}^#vfmkBW&_|pmU1sBvi6IMqbg0_Ke>ao2hrwl;+o||_OM3sd?2B@ecH1UU zX-mM)0O+E&Wn8dqR9c7qHo!ltsr$cz)q%K~fPdHhm(^rB)RqFx@cc3qT@7}@GJ0$z zFC$jXwzH?n*jkK)Sep7c=fSSBK?o6>N*w92TdanuRS^AQoe@*6G&r%W2av?N1q|6I z!!I78XbU0pkc(U&;2qgVOYehylY{baC74KtKqjqQ<0p6I)Elzsk%Cf_|q+3lk{ z3dgp#Wyz$70%}@;&&!+~lboD#Q~>(~f+WcY(&0vWop0%3R~Ft6LT>GtDpi8#XFB7jVcKBIMmg_?!O~|v#XJ%RDQZDVuvvBV z2WFU@aL%{k=WaiIu{Y*p(H>27XWhrvz$VVto`~SGR4m5`x=V0nmc9$@LLK`~yw^u^ zztf?a&@0wIcWhqZSH#drRqzpZRt#KT8DV6zey)+^;M~2&CLx4fu@{+hF#wnJ`oIej z8M0ms5I5HOxshJ%Vh-*tEngU|%X*5v?eoKW=tg^bSZ~52D4xT}re8ka?tlaRJBBYj zjuw`hAbFudvc{wvq0Z7aZK1+;N2|fL=&^g8 z9)95Rq0ofn=PHIes$>B1;x5An`^_nspnYRD?wh5?hPYh}spd_!;xS|BYhIkR(chBz zTdrcVGN@C8T-u$Sy=R6RJ~Ffgvr*u*C1eZDAKeKPgZ9z+AVG7mx8Psg+ie%Y5%HR+ zhK{#@OU>KTq)yZJz?iun{_YRnHf%(QFASQSq|&Hycm+cZ5RygdF#dyX`A7>l^=|{< zhWJQ|$-3xsQxquvh5(d8L~`V43RF5Mx122?5XGl}g5B-B3oIkHwcmA`M3nqip>LXu z*&F9Ew~$fD8(hXqTTm-W-~!o4vOW~Frv-PP_+U4tG|o12;fIhR^od)Odb}7Hy1@Fi zxNR^Fq-VCb*DTHT+I#U2wyeDzRKSlJH!3vO`sv@hNu^sl`BKs*X%wHtmCazFkHu?~ zov17m8IlIfhH^8da^U)wJ!g&DanPIZD_bdr4Iqg^ z=4p)%8IMBDQd{)KQvJ1xS|!eU7v~0noyAEjGTC{_l@RVq-Ckr_Om#nrRcDZ(=}Qll zTUc$PblVnA`)eiarK9+3!iE3w` z)QVF36V20{DCiV((rRr7;FdGa7}VLVA>A1RRcJon1j~+4HKYRGylDA(Yzw*jTs3Nz zR`-Zmx>!!ej&0fsJ9%OtY$rjQ)__xgRg85#)B?{c79Uri&dbvemd!b)iGI2;CG`Ie z_13AGRjcZ|L%zLBd6fXj2vrRU31Ue~v%H*MN8-um9$@4On=E2ug7VSo=BnrSarg+H zKs6Pj!_{V>jdC<$ZF+aNhy4ONzqlVJwizzY-)Ez^|L#CQ=^+gDkg!%ap3USGvqdsV)OrtTU{w@YlV!n z$>txL#WWp)r8-~(&f_qw#SbS|)DW1D;?07o=mOBpKdTvUHAY)G(Iw-w$~l@8Fs~VK=Uj zJgN_~Bg)lcanK#ucjn|w8Nd5^`@nEI@Ic|UpL3QPwf1qX?|{oKr8s;g-4blGzQrflWwc^NnXeyIKI)`*>4 zLl3f|feoI$LEF{RwMm9Xh!rwI{tTnQeJ~QF1tFDmJ*KXa2gnOewRBsep58!lk;uv8x$=7KdU6V9l z=n9vV0CE{+F7X7vj%e>mqf*zg$(m7o0Xj{V7?ReUAU8&QhVC>Ji+g52gleX5qA0`RT>OmWG6Qy?rYv`Q4 zpinx>nXC%P8lN5y0ndu%$rf(ajr2>EGr==*DfKty4hO1cj!{;fR^(+#sj!i);+8`d z0Ju)k1>Of|)ATO@!o3p6n?|rCo^&-WGqiT?y9LFQRt_n3=O=zd*Uj9TWRQ_ zzK^9RFw5=xm-LxkUzOm5I6jwYsV#Fb#Nye{kL;3NS^;xaVKVbgrlS>V6yxv#C-xM z-<2^KcJ+`n;21DOe4-FaD=K^6iHwlh{rWDbd7+#D8ya3innIp27Ssu37PuvvQTAlcqwgp#T zuD89t8V7O(x0e^iaq~`5Ov{o}a~vYG@PDs)000e5K>%qcni6UdS|(Eh6My}?XVLxG z^Ho7OY`)wyd`6x*W@j@n71QFH0QID9oH`aU_knV@1Nw0HZ(448^$P)B$HK163~{KM z6K?GkMpX`4BB5h;WRpV@O;`pMP6em$8fkZ^ho@`7tM3A*9!MxY0Uz}lx+2eFJMmO$%AyNYz3&#F} z?y|&>#L>x0s^8b|!?p2(v)Dto_#A|<1B=)JF+5xo#^4x#E!%h^ zsdo=%B_giHe|Z-3v1n8}f?Q7DCrpdbhVSY%0_T0;^eqpp#xPPn1!Slzs@niN^MdRD zMDUh?+9UM(B2d=fi=>m|Xi%>4d44C?z!dA^B^&@%&Cwb?I!6_Zmlvw{8p52Wh3#Za z#4EK!uLePN+jh(sOZG6vK3(nb@&(kg2O|xZmaP=l-p&vYH3*)c?^joSBfuFsJ&m`h zn3(HUy9K~YEiLMJx75XvkSt_TYEG^%0ML>-^qv;#0RBDPctpA1${7zGgg0K5W#pEB zxq&fy1G17VJw+jqCQ~gJ41(;`> z9K}gx7}EMMEqDnUd+i=93nIyXl$|hr2%MYu28YSlNi+GOystSM>{_)u{hJowk113< zoM-q89y26((d7ofFk%GXfC&C6@tF`;?QbJ{_x8u5rdVdg-BcMNI{+Hxk(o1k&Wh2W z?2yU63}Y4a(&MHzQq%NbdHX)tu|6P3GY#_qm5ss>SAV}qlOz6nsD~ngPj$;l!$MYB ztEy15PK~NGIiS*y3N@&TOx9y%wX_6jSa)Hem(gwxuND z96nHK+Nl&jun@eBYdFz=+iga$Zh}N`EDY-q!p+a4*6T7Ebs6BxkouV$tR}r z|4M@epv@gZVDN1v>)kwZ^&E`OhBU4(J#`q#^QzCf=u~zuS-h!c5*KQ@ZZrHkagK4z z;zZABx(u-$D3POE!VTdFd@_;=rXR~-D9=7uqb~?7H$8=Hy%_sGw0^{$R9xEvuO@;i z^Os0Ua_V!dUL(7=X2Aaf?&KvR+vJLeBe9agtuZ9jGYJZob?hq?)sS@9O34kz{4gXwW1&4{Dg{U$jxN&1}Sdrm`A6J6x#n z>2jHEhxa1$t@z`xYld~cp;~t|=*~n|O{b;7Pxv0)yi07x0Z8xOYvpxn*UuhK{z2$VCC9_=?r)7?InM478qG^9A&;*tzc3rNEBqh5+d4 z9Rvg_8+PTYeaNL z=0EURlHgsco#mW#*p|dhvH7NmuN8&a-#Ox}(#5X0|E{i$Pr^|D7r^X|VznIJP9Ed5 z%B~KLo^{6F6hU~@a@s=L74w!yj~dhl0*I_CFSot1fdV7Ngkq6HW_Ucp{?KP@z_}%7 zQFqXJUH!Xod8Odnij$g1OpxV%xfqeYr1{d9t4Yo9Vi4aWU5OnU2(Fdl`C7HC!4kA9 zlEbvr7y~hP@p@h{Y_zf5sHPHPPUGVr*9FWPD$Q63g!mxQgD`CdJMwh~BA&Qr(fZIw z-9;9BxKaEB%y-8yZ|;TtgJ#g5jsH$?`hbGrRb}9-?a@M#*4B+i=0(<3%M(d~j;9`a zCGbciyBA11B$utKYcHGQGxwVXao2(p*NIWpu#2J)(f)Hk6UG4rDm;zgR!AV~Cw$n> zl*kDJB@DAB04ys1ASp~q%|Ix*Qfv%@R8W1N`fL%NX1Ceapxldp#XVZ*Mqx*=<(}u$*8U1#wSjC68-NY3rIP)QgeUt5CJv!64PEsK z8$i>}Qj4^DAA7VINPLz@!V{vp99MuUVVtH3plt9?=HtZ@j%h*5uQ!?T?;kmr@?Sia zlKHsZyH~}HD=_ZL`OH-npYQGs=cBGZi#_l1tbiGT^R9&&!gWD>cRicTi?BWd%B|_j6uN zLX~JYSpNa7>EV6ztcHS(B`K>ja*yjW4$33yP4~v__^?-jv0m8Eb7yvaLt_MnPPXcy zR#wM}d0Eun6~!(*d|pA~6K_=8TTn>aL{^sMDyyuz^YIdi>{lfQmZ6yOu=adE#F(C0 zWd1y~s=+>w@y_htw2{(2Tounvc|=V^l3!#Rph~EBfDvVre;0hWhyG74$&)mzKUpO9 zc10IL?3a3nNy;oti>dD7XkP2Qkxmy9_3l+3=0rP3Kgh)`Nr@s80x>NAdDR0f8gMG9 zsaw2?V?7@cI6hN8LhjBv1!CZ zUj0oglNn&GEpr%O_zj%l2_Qj^fn&`mI^=j(%`c^LlNz+ypuQPP<_O%tuTDb?83Vm* zG;6(qGSX{b8i^X2o0At{s4`=wWW8i(tsID-) zTsK0J*ktagh6nYA0?C5VHku`LnsjHBm@J5~6U_0>VXb!x`B)I2Az0jq2q#sCn?~Oi zMew_jfdBvkbwL0iiKc{_gcgaEz=Ie6{?Our&qA}J&=d7q01u7SbD-ko`uqMek= z|9_e+*}P0t{qbY+Zl?@S;$a}LBW4zN;>qo;Y&vZl68o3a@enCc$z2<;!4)aHN~e!g zmT2?8b)rU*plzVMPWh_k)dmcp6KEg?3fX^BcQsNC3h$#ED|S6{8LmxN>0BcOYu>Ro zI?3|4ka4%>HkOxDZV6*^djj7H9cf1?1zY#WT%@yQQd2+WjT1Mf()(i+TM}wGKg2<_ zC~S2d=>hY1cMn%s|2pSwb2lBiyx7`CHF`xN?uA)Qi4|6!=mUCp?`ph=#>@u>pD2?BJ>&1P0b z|J_IAyvVjy*MBYtCIfO4D%ggZ8xw$oL!~=jHTrFVePJHJ_;#(Z^NQVc-P@87 zHWC&SthW8j=nH;O^_mY3M9VqVmvAD!{&mvIOT*6jclK^rdne zHv^IRN!+e7Vh?N?|w+ zMZexIFP>G#{RV48(u>(~Dh2&gWkF2$tVK6pZzCQySO1}h`tGI_tB+i;AT#+h5@HQ@ zpjI=hIh%UR3Pq=Ba8`gEfC=3qOzgjA6t&e7UT>sxM_HiDRe{C8@pLlnW>yKsT5cjd zliZ*vTx9=u52NJ$qxtWM99GsG+oObFkNkOt3t050Ncii8t>ys-ehbr++?(kPTj6R0 z>}&imi2R=rt3wH#<5Z?$A7{gDjUYXl@)_MeTA2mY6-OV}mx6C-oB#k)UPe4*avd}s z000Y2K>%50h?kZ7tA zRnhD+?&)7???^jdboUl9I=IxHLNkA;mr;d;X_?)Ny^in}ss;-xs|vy?d8jia7^|j?NB}c=oX(@I1=0)6 zswL>|OUAW*qF2~tm-s8|MudqPm=4)l;S1fRB^AL*U${CaM{%9ZfTTBHThR>XEfIa#VoJkxy&H)=(P{gt>LTa3ZRK|*t4$B&l$VZtO_#id|YqX zq{tLP$8XuE#UD2Ko*8OPAf0v}mAl7ADPje-sq*?_oD}0w!=Kk0H0hIi@36b;sgTyT#iiduK)31AQBJiO!v_#V8L7}nno zHbpUIq|AVkw}Hw)l27o-W&Y85#iMDeC0a)li*xJ;7z)Hm8L32Tnuv2*f1s?-Uh&?DHQ2Vy)9o`SP=U&bwKSQlK=m zh7DYg{?=7_AGWI&Y_{NvyM>d};k&?&I+cwW?wA--1n=T=X#oE0YPyOsB4n{|u{<0I zBG&201Qvk)(P*m%f6d}fwyrS!sPg-zy;<6S86CXKddw+P&~e;)^b{ z^d%jAeP{VF5xor4b#e!9ir{esXjjrGISa)5Vy=iPNt`BTQ>V`0DSB=Gw#-t$nk-tr z0;BGnf>~rmMbMCUsZ*?49yt>``}3dqj*lEduCwQvG+-(@b_bYPxLuc_G6F)3(o`id zi*?4!@lTGXj8$a+|AJCGBlpD`hvS13oWv|xE?(qSi#}+?9QP&tt-#iadD%*R*-ce| z(YMesYR*dAeq@0sw9ijVtg!^hZqF(@IidckiaZZTC!@;}gnTVYB0w%NI~L}M%0+he zK>22z&Dw&>oUz9Ux@BJ~S>|REXLg(IWH*;}+ios=LS$dWi?)51F9cAan|ik3D`oK6 z9*#+VT!FSxRS_jAGEFf~T#vI(8_F_@@tedrE8+?03WPo*S8XHzO6q&P)wB`SY|*U3 zrH*1i6K1rMA+A{VXBcjZdA|;Tpv79@4C??l$f}=KhG$PRbZaO?q=sHT<24((aB^Z+ z08c4T2NSh-FiCV5m-0=u?91fNi{r9$S#az^z(kq(NdjN{YsU`i`?{re@;rSMZHdKW zhxxajYfST{a|g-zav?bvGJB zjM$=x<&*5;HI5YYu{t$72-$?B6=6ZIK`7-QK4;kR61i}S1KgHJ;l;50ta-Zb-VI=q;4Mx>0d2@Pt`wV7{>q ziw`Omh;StFd&v%PMm?sfzL|?4eTxfzJBSfDEVM+2R(aidWZzozyz!F)eI!&Y&5%}fOYkt8EU?|*Uu~mKd6~yAN z$!@rz7Pr8r%X;`W7(l01H}z`RSDTy2-mQP0)MIkb=q}9gtTq}w_Xk8y)iN4oy@ZCE zc;i~sd$^iF=i^Bip$6K00S%{J$*zMF;~c?~LXh4`NknzA37X^0SMP@-fdVQ`MXWg#$sy!sMbIbjijPBC8b(ac9mq`Q_HBYpj--Y{ zmswW#u`vu_D}$d8gcQH?31+xUm~bodiu1Lpnw_MvrQ_pKni_g^6M`TgogL6rGKv87 zIrC^8&!E^WwV|Dej%~R6q(9syuHOND_SyHs^!^N5=LmVj<0V~*;Xo=mgAGB>hE{Vx z!pE>Tl+qtFxhFOG9WpC-ElSAKi6h+#eYXfh;^4D`h7e~5Zp2`7`w1|DBSNle&NbU9 z$QjMzf6dM0TISm|kAk2nf$q+Buc1hYL2C=jWDA;>T~iygL`uM?NfIYlpB!_IGj{}R@?rO=A>G$U;3hk`L#SM7 zLl~kpnLuWeN-~~Aw>R}y7ro)Gt<<`83{})0BX;MQC>UG>+_wc7_kHxoypNya^84Dt z*koM1B;F$950CRf_W!rDM?oy&?$7vM);^*pJ%dPWLL{h}68Q>9!JrZ(J&*c^Q3rRAHHr1Ai9xa`xW4>?_((4N!wjLFE;>nP6YYdNt?8>uA^ad93Dyg5BZ;;{SqP=M%-} zjep&!dGT_zw~%Z3P>jDalBXc*yMy_a+QOB)(Mpd1tv%@QX*arI+`GfpLyT2ELGs$D z(>%Y&DNltAyb4p<-?G&{J%1Hb)*yA9u&ItXNSdNPMEKgXqnHItJkUQJaO7VQMKe7! zY0v-?0|T(&lKYJIiTTUBl^}Blv!DfwqAC%g0Y}R?jftP-YHUj<9Yehsl)+E@6bmo1 z)e`FMCect~dyD?a%!}J$K7)F@;(-V>oXg7Vr6Ed)91< zRu7b=C^hGJFDinvSVCv^YHWKzNrN^DK*Ijk!AOhE+z4?B#dvF~p1$vqPO|#wk#v10 zm4*_7wY9iAVA^z)O#hD8xAzm7%j zdn&{E(GvE?^67bajvfMIg-*x+bK4nsz>W3Z#>qGrV1W9L1L@7?CVXUU6k)Wt$)eSQ zT#7`kRGO9WalMfVxG%EG(69oLtnR}^8SkEumZoU+-)gU!Exku#qU)(@-|C7YRi z^Q#3}W=^yxDC$R!yX{G1J42!qv4|~vR&U1?eNY`XgC9#-z3JxW z;@r5RfZ=17BozOG7{>b_`O`wo1hmyEx?FEdP_gkoGPH;U^`==N$-bIywfyiBt8l_E zTgU#e96tWfo+fh4`XG~G=MHZhTeXeP6C*(U@WCw=1gvU)hZ>B_=lyOn<3{2{Dhs}9 z!v^8+PtN?^L=}iND87>^E&@EN>dkI^Go17UaC1kfy0d)j2X3z6#S3n&7@*BY-b91! zuOBGFi$J`G#J<_!quo~Tb6N3YUYyTD#;1*P9CT-FbM$*B`@$H8Eo-(3?Nl~h0 zxuL19gK!j5XYZSxIJjYv`*z*>Ui1_EGWYwR#?&gIJS+Z;LCc46%__QTi3Y=!0Jz%BP;K(Pe--d7FZi%4~=~ymquuMb_lbs`{)Au-tjv-L%NEAu~ z)tr(YZVqx0+5FAZ6pkcFO#Q^vEVx1u#mA4U1CzRJAQ2YWmtN1Q8GH;Af=zsCcijyS zdd%kDeZM!$jex*c*w(QGhf>@UD{&8gY1Ij{DkRLZI39EwSIlLUh63W}cX3VZX*-HG zOC+2q0CDGAg#M9SY%=AU`stzlI3_K(*5l-o=dEL9D?0f|xv^ zVvt@?_T>l*?z46fp|5rY4smJitGS$y+yBrj21-Hp`O|ixL@IDzNi7=*-iKS?l?G#k=BM5LlRCeFUE6t4Ko>rY zx8bhn6{EJP6Rpa$8>dDqnK`-eHA7(0M19@kmuYE_7-72^y>I5`X6ZEoz$iTp76U3|MC@YXY;(pa@o$FM(Dn)#5zbM|5 zy+;zfRu4CPHiXCOv86K}gKLcxk|TCgl%vL#WhPhM1z6AXT~<8lkS26sOktquwnz8t zpt*;uC1^$i?=Ful^Ni)K?IfiS5wBd#H-jx84eE$TL;RfQoh2*rLPh*k(5`BZ<1thD zin~Zkk`n_NKu%SDP~bB6sCEn|f_iI8s)d%&6S_rTg->2P^SM=Mk?FRY-L5wY0gzz1 zT^)tOav+vTRJ0oQFQVW!MYMZyjoTV?GhX_>d97fZn92c5a2AknrS%g z&s|KiZ4Qz%GJ2ZtA27poJU&fwC=}>O3nC@%EVP)=`x=YL4E$7Gj#nykqEF%qg>sFs zNqdM{A@UVE4f3|!3J$#++P;OJy>FmN9!6naRBfuurGR8JV63Jr_Wpb>YpaZNoc0{n zwQb0$(P+?gQj_X^*n;7dWKC#2r5*1awAC}ly)fUYGeRqU;R|BaO>*%4IYo6K7&h~5 zvH^bf&f`-KwiU7z(ZVwQ>DMn`Z_3%AFZ4@S~(tuPQX5MVJq5*xZInn8C#J7!OE zf|SB<#;R-}nQN05$d}T0XlVZ_!H)rcp9^bQLmvBx9$VY-@ncZhnzSzK=KG`Z@fKq5 zmR+<{A5a<5Y)BoXYK)E93Cm27DoxH^C{1Y+1M*YKo3l^~^IK%JEt1@US(NZ-01$m7%Z#6bW-C!vu?x@}zot2|zKB6t#z#&HxY_p`GjPy{-wi8nGXj?koq z-r9n*oMDku_pB^Rt$aThLj(02r+jGvyw!1@k(^&XXyZMwA*RMDac?0S%6P}nfmN~r zQnRH$CkPIvlxa_;>xM*Z7EH1gpB+=SxPW$V^`gG+ayW`bdnw^4be}y75KTe1K|&~3 zC0C0{hIys#?sXj9oS&Zi_@l$*3w$#zh-yKc@Mjrc#61f9-nuHe$u7N|Iq`Zw0~mV^ zjlc}+Kr(;xr0&9a}Qn9mMA6k)S!pQNwpJO*r$(kg7h z7)9B^&_dhufsaLz!WTi}9}HJXLIu77O8KdvDxfHCf%rf(kvO*(yxGNB!r!5q54pct z_+jLjJJ8)FUfr=8VWH5GDxcT?4s(#tw|Z~kerh#|^mT=aIg@=kizQXT3BT8Bp+6#9 z^^h>n!E+_I3w?}N^@jdIt&p^6sNBW;dxS~&>dX+*n<2-2wgwDa3Jc9gJ%e_T+xeH) z7iij5qs%Gt@VI;6MRkAbcFN~OF5ZH2g+g{jTk9yhM`0$wn~2pskkgw~Fr6ywd6$7S z3LRIt^_)>uIqFj&_U^w1ez=DQ=7H=4NB=5wV%}S;WEfO7d;-;Ln&I8!2x z(>^Xh+9R_9YNN$mXVJYGhNq$DUAQM$PvQ zu@EEwli-%=tX!HM*gi{`AgO(F9p!d|NBlH){ciiqxawpTOFBfJxuD8V1E*qPtj!TG?Q}(2~ zjVLI^Y5!j#5VwIA5V5kbZdUlyx29Q-0FP4!+J?%Ay4vA8*$qYEgZyATZuD-kHX3U? z(-m1j)D^9HCg@OF;gDKOFUO^RxOFF(#gx)J5TfULS%f`Rh_;X>pz>R4?}Yv+abmk$ zKL+#7*BV5~B^cvKr%o8d@kyv>!&GHGmQj$k&OW{#@L~en;=)jCT&gslwD_uRaet^C z^m3JDrK}%wCJ3_xx1;Ziy8>V0&Hd>Uc)~P{HAa=sUrMB_c#gDk zz432(m{`IXkSz-;+>O#Mg87iyEQAS>;t%WAJo@{=j*33SBPegPux?$UXkMt-9&Z*5 zVBny=Y|LxSAm1eX1r2fm?DyHq?IIx?z*qV|> zM2vPrwK`U$dgbFS^gCp{F0}UV)Asxpj@;~K)Noo2gucAcm2lE@hBpU7UB#m+TMHS| z-fi!C*CUtcjey7F~LV|;Yu}~=&UP>kRRAAjm8dSS@vqqGSFTH`&<)y{BE<#Z_ zS(*SWo5R#hf4CbjOa-|(J{>(RH{2R#2xR;lC<3x3{3nil{@xZ`Gi5znGRB}~8im~p zp}(tSL#fS;;@@|CzVg6RCa8Q}!Vxo<9hCqC2SXY3U17(B%oxJSVXo$8XWawWk%trh zk^I9{8_e6`i2o0;9wU1Ezd_FV*6-&%4K3nvs$D(+<2lj`>;qyf5kR6Lsc6=CM3B-v zP^wWibX!hg*aWxCwy!ZHiq8BAhRevM8CC>@?43v7kIUDNCKly0yg##sy*`LmERgkB zC%)iQKOgGvjXcYg;71}OQ~t312uihpKbX>-YWR=rJ-+}4;L6f6!`F5YUi{tCP4_Ff zH4qOcN#n5O=|@uSz$3~jw|gW8j4;~!?30HhuD`nrp|K+!!1o|+Lcd%U+f<_&& z1?k|anrDwUm)UM$^&xo2SV;-t z^6aM~y5EtOEg9#Vs}u3^_e z2C*Q99lz&{XIWyl@0grI{V@@%S@e44pECr*=@=-dpAt&#>-Bta>f#CzVdn+>Ex7hH zUj;IC%Dsu?VKjke95eUHjR|{)_=S!K2!1%p+r2Mt5qls&-(0;C#sqtnvjsoaL|l;y zr|~Jh!*J!GU;0wQ4ZnGJlA$ABg+%Gz@!tYEg00s`1&akhp~LDkI^qQsv@P=hL&RQk zO3vbmFT(46f4iK?AtfkiwKUz^Q3}UH7Qowgx`I?MhC$yQy%&jGCr0X3Gem;^eg-jb zskWG-9kawS?VKguzcjLnASz=#%!xkFL0u8YWdUa|@tV&p-E2=#XO?jpbBer66%`Il zl{~{++cKgE;rT-ka16SPH@A0~CD7_oA%d>?kG%;2Su^q*dup)6i^ln|seu=G3qYZ( zs%gIumQvS6cnD0!k>UFPC!_DNZ|kb{eR0>9BG=l+p?`u?Q~Ai(@&*!)dEqxAsrJMl zy1;t?hPuK4ua&jNxtT<$?y(R@dh;Xu-B6!6uEvnz$qH`5&+KpM;y9J9LhPhr)J?5fdx2?{!b%G`>4+|3CJg z=0Pl8HaoEd0pgn~&0t8&_`viq!#*uF4}n+z$S=^~2%IY=GG`W9KaF#@+VAq&*N|E+V2CV0)*Ws~|{L!w#Ve@;Pc^wteJ%pXo#xQ0v|#F?0X@i8tH7T=wJRD}*Hb4UbT zAl}+qH@sWc6Gozv)XJ-9FOwoXt@GF!q%$oQH<{nnqIE0ZVlpsE_;G%H)RkB0Z&{`V z57+NU!EXjx+nIvq=6R37+;*=V6(MNH8#}-r6$|wHMzY0ZE~fv>F|BJI=O^tRkE-Ht zcWNCR8r9D|vA)PhJP0Wb8)9R=I~E@?B8?wL5}r@r@@_cWBG{RX;81jo)Obqq09!&$ z{vz6b2-Z#S8WZB2Q!b!he*6(iU1q#ZdQI=bt8{ek7pY?8%cd^jy#)KmCGM7nRjrJC z7KE&1eyV5OibUnmg=e|#T~}WWr-5Jww$a!?vr*ZI)BI)#bd(2PD`z`WjJ2O6p4*1` zQY$FY<2x8I=+`@~FXPJ55p)fC$btE&zPP=0Ny5}`?H?0=xwQl#^^%X31P#JcMjo0w zG{R9k?_f%GA zZL2E|PW_;YV(sm1uS742ZCTtx^$ zs?!m($W!llaF3PYI)=OLqs^71cB^hB5iB zOupROAV&26^yHR_KEa<#(31T^ABYiB=_rk7*a+Zo1JlNFX80N!H}MhK zK)_>A0qy5h8Pf>8A~fj+zQmt1@R7_h5ihdjRH%n45SDw_XalusU@br58K3uH44RQ3 z+O5xy{1(|8Bq5(4z3iro^Ub(@NC0F5{E1|VLrH0~@DABvh4|bCI-~%Wf-c`Kv%k`v zHx12Sx-(=_#`+F90E#S)d#@E2*R8jYd*hSb*49!wugN6#XvrcMk-`U$W)ov9XIerK zt;K%x0421@`FB}&`J?76HLtmYs_n_^1A?CBjTwCv$dDX|sRc1+-2|A7Y{DHom}EcO zB&EP|-lhVAzadJ!TfDnshzfft?1cq0DsAx{(zXLlT-vW0kmR8NxrV@=Ksj+3XQ~Mm z&S}*Bv<(X3MrTmE3Dz4#lvsv1>?)9%S%UZ@V>IHLjyj;i_8}yHoSJM7dC)G5lkcKR zYrpuIP`s&oI0ok~!@{RC3u1h_kxA#1bFhevQyM|`aU|bjv!rkBozyWx!}*!7yEO!f zpeH$sPm>m6+>SCi4l+%`L+mVy4GO$cD>0tCAd`Y(Mbj`b=2>N*!N;jOP=W^viw$x7 zWFa=nrSzdQps(Ry@>obFXzKlQo-;P_DP~O_93RHf6bbL&73LE-7I|)f&+ipxrDr^eM9ZJ1hVcbcbIaTZzkPD!JT0D*3hgQ zPb0S%A>zFKkRI3B&`Pql6EXZY?xWaU2AHP8y0;1<2{5xQ%dE+LqY88@(vP5LzGDh; z{ErWc(=OAp%bdz*KJ$!S_(fY+cC`k@@A?KKUSFv$g!$B(C?Tix^rMp2-Foa9TmehV zleRvYr+;1ar#y%`&O_X^!T%eq2@~>8|BpvPU=|`E%m}(1^#}KwlGh9bv%`UH8z>+y z#`#Nc-}8Iz?`*kr!0FEGcgL@%Q8rOUx~5cZv+Fsd>F_C`43!()usM;ed0mKtD$rDzI{3uuWusI3u-_CBk>&! zn-*etAY;wKychZ})4Q~mTEU*A|EI!O8=#=T3Li8uLNefKzU0uX3d>um{# z()d(jjhs4y{@Q^bNZ|-m7%}^BmgOuim-F$~qzzRw{P<(}ebmb>aoG>(p=-se?xCAL zJr)rpC5TQ2SH9M*l-VCVE&80_O{J9i!I+~`&1AXHtKe3|IOhEjyb+|lY23Y7sX?%~ z&8Op0S#pKVK8^T_;75A6OPT=sT3Ssm2T_a_^)_Tz(AXU32ONvFShH&#$9Y)urCB@;m*000ZlK>%qd zp^-#OZ;T|rL&BVWuj^K?Ro&p~89h6{C{M^;)eysmp(3MKJbaAAU-v4*;n2n|jYFc% z?%RTlv|Y{`&b(*j-)tc;^m>istgaYXT7U!l;WK0-&uOr#+d|-P=@`S13yHr)#J-zh zX`()=Pf6MFUkn_;duH@BmPVk6H2(PT+Pw1ev3MsoQZ$-@a^N!>Cvd``AMF|Uli%IZ ziYb~Ek+2P)iCsi5gJY!h?3t>|b4D%}q`NKL0%%s1jg`7#Lw$JeD zAnDKPvT-6}BY`9>`*z{mC1tmhQyN#ysw&i5`||aL7zr>D-{!e4H^&<_g^-IL%p9Lv z%U^T=uGy)Bv*v@N^d{bo#I2lf$(ZC>L|x#Z^@P*_fqrKo^ecC!=cdcOPYC1N%sXSh z$%NXa*jx~Q8$AaT?HCa%baObSxynoZ@4+&K8yXTfi$x4LAD!KNmkoP3A9T!0e7VjZ z!?e!k9#&!?>Bf!7?g`B%m3fa%m1V;f&3QALbNyv{b-kObXtp1DW(8q^3=Ca#-Df+# z4*FHS_ontd)RypEJZ!)TzcrQ1#C|TpVUE7=CibqUKd;r!`cJ39p+0UE)}arzSH6V< z(9R5cs@Wsxxp*2{OW7hOXg#pQ^T&877+6;LM+m3_oFU|n&D3pnC=G63W#HryNP8mt zGmWwwJ9^bw?85lDPAwgarOdRgqiinX*Ti!^B5fP`IY-2`%H;X*#vP7wSpybj;679koBf z*tu+#RM^>vW4n0o`e?l6Ji=PzY*ZYvHMM4-F*7bz7A8>}2kNn7`Wg zZudu0sJMxRiIOjBJ{w}H-?B#6DyC};S&-Z!XKyul^F$r$Dq|GhUwZ-}*TJh7TAx-Z zaurl%q+Ox@cxmo$IB?AQqb`cO)@ubVIod(4pN{#hG%yf|{Y5|)9qbg+9{>`c1tUxG z|5UF~{XK@;Q@D@@B$ANt@f(Hl`iTfVfhh80==2Z9Z9@J=`XCU@1x3b=MiX{i3CvPz z_v^i6g5=)lNM38X;wy{(<0=!^H4lTF^;i1I!Gr2jh~DQHf;a18mL^N)>3c34YR`H@(IyUmG(Ylvq}zZje)rRw2DkWtGE z9fZy^JQ7^1QX|~av;#CJl%%f0UnOS_TcU}6k zks~pm7ILgh>f}`_^^4-fy_kzDRVFES%c*i9G4ak_$1ir%jZn#U83&)93 z_R_E2^Vov^wvzmnt@x0v-k*;YTITL1;B4&jg6_sobz|`=Ie{HmZUgm<<&_E)-pMJ1 z2g8rS+QUlLc4hYLe64Wo$?k<35AMTX%^oB;A$>k4RF<~As6l(a$PV5sI;VU&sF5lC zfu?y;WLKEF2nQOenr7rGSP8GAeW2d`MMsvj)LU~AEws~@&IPWdm&sJ`Ll^f3yUr1d zAmk%f{C_X=i;$y4A(S%Fa!;QASkP4-@G&jSP9B z4P$Q1b*&HjD|U6LAeNV(Ed>;_Gg;tivL>}9gMg|0kd`_Ofdi?wF%{*W)Yt4-4OHoW zsIM;jl#>FX!`AY^H{iqgy#f@tj{j1JWPa(`sm|_b^6CZVvcs3|-Es_{@I)j5o8M5F@8{_Hc0x_R$G#uvz(eMF>#ufa})pL9RR4v zET3f|^LIFw>NSYW658jaLshe*B}`bHgi#b89u6A*az7dhWe?LzyQ zSi_rWLej&%uI7m_#u*5R%f)a^YN^{Y`|3cW!pT+nO@Y1~Mr=p90)lI8wE~n;cGs!^E`u z?4uO)ig>0gNZkW*A2kbn-Ul!}J)VKkoUShbNfWKX0p0^ew}ED-m~o&qm{~2Z znUNX?n?0m@f7i@=+Np9R=N z&Dke-kMe(HR?3Z_R43~9AcP}rpSZ9ew#w+qdD>Md9!FI7R~lX@jYM{eN{%35A*|49 z{Ipmd? zz;+iPB=6v3Y{@f^hg;~6C4BIaD!k8iisl71Rx*z}n7m*45F1Q2%RSE&^NGf9ukJf^ z7ili6GJbt2u4MAa<8jGB?Xw(`U02k<`F4T8UG#OKD<CW(SuwUQj#uwy0cHBP*y{ZMb;j z#Dsc41b>PFA4*SW3#E7ss?)MG|f1JxxuHE22<&*R^PEo({*Sahmk5x zLKdjJ$unZtu8diMcacFmHK(S6I2D(6Qn9{=uYaWP)ckWQlFoW*_MD$_tjpL|GHtxU z{i8VujVxl5Zu;%f;OoX!Fyryk$M=@c?VDt+7)6jKIae28H;uH*c(}4H4Ju(_bdh$V zwTCez$IDaV&z6EXG2r$Fum{eRN^U9WI22b_?sa#;{oRt?r@PItAHx4ZYH04dC#e2& z`NmtGgAD^3ggyjsdwT1v-9#4x1gsoAiwcgJ4klyQ@iZt3G-2?7N4NU=>PBuc60x`4 z+zMLRGxQA?w``0Z!?v14AL3}ax^ga$sQW12`EI1d{NYm1{AX#{bP0#Lo%utnZRr^k z5oC)aU!bROHYWfK)FIHNE|j+AnDkn^3!k?&EvoE z={PaDT&vLM(-y=3Kf67w2kPALDLq~osZgF~ocpnY$RN?4cF&A5R0J}~YV`+YMplElr;R}Qh0@~0 zPvzVE>`GSc$3WV`>S`TOHVWof_vk@ZW$a4Sx~AoHcC$Sh`pEBvYhI?(%|m|W%a2cP zHvC_%L8o%H0$cxJB~fgZUkHKM^OQU^I7L+M^rTeru2=UlT5JbI>C$5G$%+<8)-~Xk zO@$MFRX$pow`dnZkoswb9Xle4pubEsoxam>I_iLB8ilG~mcHxeNQ7;i0)JIkXV2h= zCBXmy0bM}=Ac^Q?Q4+yh{}c{aap%zYj{qO^Bu33=BcBfA6cwk2FLDP?isWH%0fbTU zE>C#t<@y+zEgWS==*nB=%$mTt=9`@m+W;AhUTl$?8Zo%>j;*5YZ1hj{SS3qievdR= zX=zzgmu4yzImePS!%Iuu8xfpHI&r!sP-l}=6)dd08k+FxU0{?~N%0UIf4JD^Z6?y5 z3#zDjmSfDO_S`8pIH>QdB3Reyn=$)$G}Am%$Z!a^UWP#Fl6&7qQ|^K$N`>+yBKR54 zaeB5d{RoB{f}N7qRQ{fi(i#SfgOq^P4=L%LOfcCu*=(#^mMlgK0F5(Baf@ zz#x80=LX&4^-nvAz;PmLv7WDXE2dx{#G%FTeXRf!rwl^SBwR};5QW%(Ig+;=#nd{N6n`N`4fmN*l009XBo~3j_ zJO2O-jG?i(07J`Odz7!*q>E%@TN7ExL5G|K+%06}gXYR7Dx3t|d*CmV=w4Q8vc)|a zN2*0kbPR#ZO!#V=mRdqsmg%JhjU+r`R#O={2bKdvbdcXK4z0g(&k>=Jeejp%V{kpOh{7P&g@8WG%%=v3Wr78uSWY%lfMIu|$S6EK?1hx< ztP{)p9$ELBvZg=W%;n!=Mc$!UoT`Duy5UI!7`28*yBsRPIz>>3%Fj<`vUN~qV_Ev) z000Y10RcjKmC*$6B&Hw)YQrTrsa0^I_*!ZRMu_|fe|O#k+8rREA1a7i_7%~RgS`Nv z-OEt2Ikm_`9b%8SsyZHYLaijWKu8air4>&*E#q~TI2g_IN&*E0v4IpW0yu0=RvBKua8`jGn$12pAUp1S!Uv3tNgErbJwYk#urariI3KS)!D{ z*H%oXZ=O2JB%j~AIahNpUxA0A1Ftu(*=x@zVJrQqGvOM3@c}2xPb@iL)(~)k)VBNQ zfS^D3TsXORf$!$3$x#G8@r}mIZkw-Z8qj7!TV2KMlwc{#-d}R@X5@=q7*>9S=C^_2 zmg##|l@EI*&R|7`n62W8-m6^zQqSij2s8>ALcKA?-EDxtwl&TwAlDO+s6sj`Qp_o* zT~7>v?#mt%Qzg;_hOJO#FMlooUA|4@I#b1GZd)K+hXw01xI`;-P@;3A3Cr3bO6sZ2 zq#7GYB|vOBe89fmbrkb6qWh8b2F@#Cm~j=PA5bqG>`pFv#*!uhVecfppDIZ&D_d^; z3U6=H%!pC0aRvKvS1RdhBW8=9blNGds$Bm9R9|#EDszBo>ue@j68U;oA@ktiZ=H|! zJReU$r{4YNwfQyP--*^?^f2xTJ}I{p_iy zJ14}RGq_8Fy5GK-!omV#MEgcPlKl6qkq+1`Z)olkLjCgWwGw#%1YH{8pc6)f(O!)a z>Z*7e);dx@?iC+RFJYln5xT-$pPn1<2KDSx59n|1U0wghE%&$(U+GC3-PMd!AQ_2T ze~cQ$Cf+Ls0XFis5tP1p?Ym(WO2PE;OCXhIF_@tDv`muus4d2A#p)tf7;*F<`6$!sTtbxICY}XPJ!&uO(wCtXBeJv? zz#C;Pzg?XZt4I%c+9Dn;@s}3hZpy@Dro4f>*c~z5kwrG<=W12s$R zViO*qYYdqW0paNVrMfDDHz$X_w~93Ua)Rb|M{jNkLAe2=)z#hIi@DJrQFLmr)==x- zZ%8foK#sS#(UP&|{QH_xGV4oBfNcTk1cd0KD?Swq#_HV3ghRexL5X#`2R*&krLf_F zoE1!kwr2+m(GlUqX6Y$A)L@9WdDrsC`uz`DUF1lTy?K-9J;=e_wou6uI{;?lSf?)>x>K*4Tc1_d|Zl2YCoq^;*PUm$nK_r$1I&SE`<8Z0&ZMb^tlF^SS%@vu)Hc^E;{Zr&~AIY&CcE5gEUP;=u`|2ufWWZxIlOu)HZ1>qNl(V?;2*=FhUrAHjZt~(aS}{Iu z?b#HVSCGLBd@q&}VPqC$D|H;&QV@QP@@#B^qj4q-yEm(iOHzTu#WlsYyY&RggK5>f z{?Dz6enjLOWj*76%S?@fM6Q6|T`j%fp)-?5O^?F6t=3VOc| zV4*ZTc;aLmyx5h$7q5JT-2;ZIs>i6JZD4BOKHEedP`X_Uclj>%*p>ykg-Dvr3AAad zS$B8U0-8ig4?$&eTWWf3oj2q(OdWC%%<6@cW^Ga*{X@q6UwTq3(S8500Dg)f_gT3r z9i?cm9hBITD^MUtCdPBwL++yC?QFJhMdd0dQ1(rS5eZEPOOm-$z_Njm#Ogl!Y}tu) zp?-78sEHKhJCSqS+8a5`F||QRZ+6Z}1lkTF{ZY1TN*V=j^sT3KhpwxL{EKG>gm%js zs76PFaZxcYdk><2oAKIhxxS+CsINl0%_U8-m3_W;M(XVirjBOP&KCpfgA)l(8JLhN zyF73C*F2Ttm8GsNL9QJA(3|1BP-a!UQv(vzl{^?YbYzvJftGN3{K1oDE%}x@FmjmU zxG-#Nj?3dHUEr|R!q~~&m+7bqO_OQ;a^Mim#ggtZG$~S)S}xzbuFVuDo|e+6#ruG2 zyjz}3=zeXCDR>yBbk7;Mu|3D{U(mtXE8MZeUMzZtxCnQ;^>!L1 zv8cxT%>6>rMIJY_gW;TAk+@T<;7T_Smda{Bcl%j`Tw5(+Ktr&*#B2ybL4B+vad;TM z1X8TPC8-_|jm5V1WOi&|FVZXqF^c1u7j}>Q^IV-M2`>T|eglj8*@_Yf#r;vqK z;#IQlHe&gv=1OUZt7t8sE-qyH*>v$XY*jmX;pnw6$Sa%)j~dn3ZVe4`+Ml#Fma)bX zgpy!Bok^aXO_^(Zsy}%v9b-gdKI`xkB*Fh^cyT*!!l?xHv;|uLKQvKps%P)|_gdCa zer`P)2ahHG?yxzFD2F)}nQC~I@VGqEl6Ijj6O;&D$a}%E*Za8bu!{@gwP~3zhtF@% zYiQMp7_&(mo8!#d$49;y=L%nW3co=izBLg2$%LD-6-Kp|Ul&WKB zB%t|h5qm`6fWP@K<%pfGuuXdd<^v5p&bcqx82Xmf?l%@Dhf`;!4Jpw?o8BE7eBrE_ zr{7Uz`=d7gVHo59XbF9hw)^1Ti_Xwe&lYGle^qg=zw|U6E024w-V`()s2=2wL<0V}=;0)|QTb z^5q2!GA!_Cm(zDByBu57j9j&@-b$^0m^#8&NF`r))-@hN0iuBmxW;xU`*Lmu2q5qB zundz=D>BkdAxPX;`f+GE8kwupq>xIvusW;+!`01FTZ5nZx7V`jT3(1syTk$RsHdq_ zPe5Kp^Jqn;Kvpl7P+{EYVw#Ze1gyPBpe`53p0n8d;eM9@00=k%0JNT^bW{J7@W2NJ z3pymkmbqpc{41{oh^lvuZ)FZ+0J3kk?uyQey@Tvdnu#ETFvPUv6o^jH#v1NmLJ(ve-fBHAg*z5Xgk#` zAy=9TA11$oGygb<&nODm%WE_v8BHCZXmIB0@~q%wqYnhuH@Gb(->4czZBw%^e>hgY zKdy57O=t-)+LvIWimdBJjh&JbujO=UY`IOO#}4+#UZ9d67*TNa=EkS|JIWE}+v;mk zkG;qR%>7N4t*sE)yy?6`L6rj(;TKESFN6h&<=k8k6)yp+gt0QA=Ih&kBj!V%+>R2v zeZ>0)r)mln)nsjvYk6E~3i#k8X_24i^>@$aN>fzP!;kd5uuG7cSVXo>9QRiz zug04BY!az>W2cwhQASI zh@ssLKC3;&Ui*ybAr>Y~sv=-WK@5UF+$D`k)nB43?1ow#=Kun43dG3tPu5e&2ps*a z`A5IZJ6O(YH`+~Wm)78E!tIF)$zA2pz(r%~Dpb8;3-ULoZ)3)ia6my3m;pLsQOQV< zwQBVHm;YQHNoglLIS~v=xCGa{pVUT4j#ERkkHCwq=@a3vx-#AbD0zF|I5J4X_f5iP zKD|dSN4n8@;r%JaGo*)L#-M$GsNdfsEi(UB4VL~6>)J^ESz}UEpv}oT&T`zW{1Z5{ zAY`ZmzRDA*UAgU`K9v{(J#$fy=ms67HMx%ssLV-;C)^qe>lXH9zA`MRWcd64Dk4w> z1EtvC6s9`6FSui-)?Ki9R>#afwnj_-XJk$T?KN?vQ=2Nxv6A@nKmRCoh$WmVb>Kpy zth7Rf%xjd*q~OiAhP<#2l4!P0j(d4WfLijNPqU#oK9QBU;?>J!&PBMou322-omUI^&GL)?$V}255I6@T*1fLtB%8WowSY!;w5|~5=tobyW1buz&SP5RS;;GW z{`tefq}`!H;U8k^xz1REaSOJE06HhpOOG3l(EZRg-Y?0@g`Kxr08^tj&>kwz_ug9N zHJ$7%tA{sMAg|a5m8f0lPr&qTc|nDNN?ceMR^WW>=wzBynE6Qc6DV_m6(w)$pd4V> zFGYB4Hf>5Z25SwoY!ARn1RU~Q(CAkrEFAn}bI}fJX4dzJibo*Kr2`GH1Uzh1nhZO0 z8T-WkL#JP$vCUcsb&B~>fDZB%mKBWOH(h>q{p#953yasNbHL~(HeUv{8bU|&Pjl-uM(wjLX+I2KB^|9xPr&qW;xa-!h4E6mSarL7FFJO() zgM%GK<~4u%hFeXc<>1{*sGj#Va(F~=`=!`#1lY8y12wPr!Ogg34O^G3WmP-BbUI>{ zz)c%fFKhS)^MCZG8r|E7aQ^HG0cg60vq_RKD0gsU7 zBIFZhMEZu-HW69Lf)+a!k)iet2&_*!*ko*Ou=T~e)W_~%?rqMOXP{K6z?{ypudj^k z7^vE}qvgo`V|^-cer!<&;gxX^ZZpdSe=ybkI(DXubdI@tn5s-vv-^4Q_l&%z=hq|k z89vo!wD3+ELP=Bp{BBh&ObOz4Gq#8j@Lx7qGZjy~A!5L-3LiS>l}WqD%nR7brqalx zgj9!sH@j@3FLHQ8=3#vn)$WVUvlP;dC{R1bIPxRj;v|4`eq%y^7?IpZq~=ENBC`Ca zSi#p+;*iTSpSYS0M?ICjh^$(YwuL0>tT}mRJV5R*nt_LT;{FeYhJZB*sJi8v;nAlc z7tLo{9P&#VPdLy=aVzE?ii*oW6XUx)SA5dR<&mq=t zEN7KPp8?7cdCu&#g*hT#ha_0txNPnLK9q3K*|K^2?wGw_cIVd<)i69R*J3Sqw8dZr zO;&>Ifi1r7XqlEEiba}(m{f>i4D~anX;T$P!)7vca(nq=S2AExuT8D;4*g~8yR!=W z-*T9@Z;XfTYroe300?*i06{0IT@?S6&V=yr@b32KW{gXTgZF8A`mhoO=zbIy8Jvvk zo8%-6M{_8}p&}udt9eJ#nGUY|)6`#*YL_N;tnS|ogQ<`NM`gt8H7Pt4xwkH6_I=%x@Wq0*zp=h3<>KhxL__F`k_CiBi>)P4W zW|P(e3k6+Zs+kX-*-DZ%#~|3xx8)v@cPpcgVof0!$hz_EB}0{v3yZ!zZhulAY?Ph+ zh@opKjaFUCHYr|CEmA5XJ6q(> z--#tWDdZIAx!9!dL9?{DvkJ%+5mNDEZf*n{L#6-jHs9;=@jA=jZUZ2_f3iam&8@ED zS55uyucd3C3(g~4IO#Ot^#L2Z2SA~vTMAM^WePT!p3e3c;7mw7aXCH((I$0 zSa=iZy@lazwkQ)>6mk`6amo5w_+v4Dhi-!zEHx)i*LSvi?xJU%`<_aNJhXp!b*SST&!dSNw5KP)KfKGM*n$EkXGn=?bG- z5C_5hay;s`;prXCG>lO4Wz>8lC_YxndDykOkyQ=+ZY`PKPOlHx?+4CB{HT8ZCo27R zSiT>xRAT=rR$XV>FS5`PH#mk#-}dvZD;U^X6rD9_Jf&E zTxbnu#;iGwE4(o#3KKH$Yp)#sWfQ*0IXTIaQ(MR1ol3Gu?gCh;R$U0h-G|3jmX%w_ zBBl#F?o}g~>2aNadE_G?^aer+Tu=$7mLhX$_EHh{?eprAE`f=qsgZ+to6qDZPHr$# zQnc4rve zs`xX#f@{C{i#oB28V~rnQhkE0TH8U}2M1@D(=hBxd{>aj0XRP1)*_u*?bPp%W3F;1 z3jtFRyGErmK42iaJjAPm4Sbm!>8h57RWLCx^p*+XA0FaCS=yJ@(oVtXqY<{~^DvF& z@s1+(OBY;$n8tX>?1nZ=z#9p6x03gSez##Tc)zt4ADXt@2ATqlMU*Nj(awVd+hXfo zM3oi6(}C^Eg5uq>;}g58Pk>Ja#kg@VN9K<|yCM_aYhZ5_X$(TF?%3$V*EWY3{C>CR z;BL|3Q<48TO14jF8@FyTHHCS%vAR!bKkVqHeo8AEB?9j6+k}0KY6@5?NR82*LLxva zaG1NrVuo=B7x7x@+tPa$d0VF8V2sD*rO$Ey@b_-9>M6-G>B>dxmJ%nS^JUKSN*8ac z%63qQE~R`eW9fM|HwD>@B@evw}c(649oU4Vna2$ zpO|AY6htaQKND5bLfh^Xs+<`h)a5~pr2*3~@dAYmUm(pLvr}v(h@1^b!rw(gu|GuJ z(QNM?pBqsco{7}vI)&!RyUK%D3*GDogksDB#9AE1+Wvv68gI?7*jU1%6x6={Sv=r8 z%?nz~augIv#Ns3;rW^m1g1u&xD79t3DLP+$YRtmqxPZw@k>R!r1u7JpI3e%%6Ri+N z68)7F(%u+Dp0^`9U5={ut8NJc?>p^L(7&pnIkDrgkx4dV2;OH$%v5zrp&O$?gV{hr z5slIC%~W+f!63r{IPtQ(1oUiD-*+ri9eg>+1`xK)6n@#@87`8|viA z#C8~(iF!=F1{D5JQj~V_#fSmAb*F@THC&IojY@$;(;L+Tt%MWM-p1rsfCL2q*qy74 z2O*Gmyyx;^Le2jLyjy5x=n+6|&5R30c%D@EnO~%F?VJq$Ix0?2n6nS{?yVx;^rvUiG;BLkrT4uzM}4m=sN9Oev7ha-dN$mQPZ0&(%O$?VOT?7* zRYhSUkoY?j3W{)#apyz&{vg{pE!A!AM=9yqF~|2jljy=1O2*C6!4^WzjhTzao2esQ z;*bzG;&=z5Xca-m6^y>xe1I3DJ364RP}w#UxXd2#+u@9EID~62oOj17+1ZnfS>Qfw z(VO8Z=LokxgU#5Ttnl;uRXtM;{wtQ_TPdVaV-RDLIF;Wbc`rh0+x(R5B8~nU7oK*0 z@Kkrx3-C2&x)@~}ny&8eEYlpvz^D=>$({E80i!FU%hLJy;x{0?niHa#rxA)Us5(% zEI$IJC!PqaFJ(TRgLSpl!=wQv`_<(rr-w7t7?7idZ| z+`aj|KWTw2v%GE0M;`oF!Vpd&J&oh!!fPV?cS$W+W~ld-;j)Sdc1)6INakK` zY{o$4&EZsGC)ESojYBC_*f17)lf=$AG$E_qCN+ zuzl)=oFexb!k45i4p@} zAFI=;0+2JD;H|6N9lmD4(8Eq#Ff*o#zwCO-oQg|o&Dz!@$r@O7s4PU0>0x6&s>G3T z3E(U=u;G{xZ^1lPyX061n0a@klYd!}&-0+@$40UVtJFT{=Hj<|az8Kx)h9qr3=?Jg zNZ{qB7E7c585XQXx_~A@S0=W*J}Z3ZlgfLo6L+*KG@0L^3-na$wL((P6_(ElZ`WTf z5zJrvZ~puydLE?D0xA15sQKiT2KD%FT5qZ zp{L|6NZ|fl59uT6!+e%m0w;XzAog??ls2udlt!gA0=v-A?E#nXAQv)Y(G1tj2VR{r zDi~ft9k#A^rkN}a8Cqk%u~wAg+P2Bi*133Gy9qL-Ez68-x@np_gcT|M(luijTEsDw z4Kz|s=?cbmP{b*w+*(HRdF1=pk{N% zO%08)G(D;a5g}?s;9twswB_Bq`mTjP1Hp3|vCh4=g@fVBCnhk%dd!eR{7cZ4@mA$~ zy}<>yCv{Sm&2)UY3FD4?V*GE}#g3nD$^fQdpW$d+^-uW7IT)sIwN2MENQ5ghd-cVL zad?IGi&FT1fw2;wOB<(A<>I&E|Ah_5b0Zi#pnD+T|>hRUPV)Yb2jzTmNU_|Im zeuPJgxBQIA#*P`C<}`ym>N9#~rqV{3I)?FQfr=uf7@Khu5){zFvZ!O>hZePrHgN6)paSeZT{9^v>UD2YWBfgoah`;QO%i zVzy&H=o~2wLd`gSW(2aLn)T2XXoGw>P4?y#5*>x61^E2zwbLM~l;<`kPsfjlSB~?I zKksA9;Y00swPa3lSIm-e2l{v(g%tYA{{&47fr~q>AZa&}4Gw$Vfj{BdvH5%!e>Ujc ziuDq(##Xlx@r2vc0#RYtDgg`gV<)D4s|oTM_}#%48{zzyyhp)t{X(-x-Y{4d^%KX|>n<5RMk%(Bk@p1ajykqBDDOGw!w?-j4jh_4jI{d}b#RN+GhmJf}{ zBD+^IB78cXEQ1Ysg&1}9bwA%Bn3^=9lCTnH>~OMw9&#mvN&ld}8136)g;Y~;)^zDc ze9<6I(PpJ{5XP27U$t!rFT2+`^|N{4%_G%Ng&e4Koo>b0Fx0!JPPd*U;s7LR*VtP~ zv|!rS7B+qO6)$K;(ynZW-%Bj)vp&}%CZD4vx?OsOhG6;H6raIOHt3_;$hTY z@njKW;c)PMVZ|G(JuKEdBW_1p{dM|fm_-)YTqtmy-E#>o3Idt!GsTSW$~(wy>PbkO zR74Ia&*gbLct@kvv>?ZQZEtSafHY*ZzQ5K-JiG6BCmqeD5vAlYl=T7_s)62*^KkW` zs={5uJYgR7YM<8r##ix|Bb>!`s0tlM%bA3Zhyh7`6#YE|1BPu)4!GDewFJ7#wVPJw z{kF|i*4G6#)EF5p*j)z%+!lZOFZSp0CY(04y;i`O$s7fvInVz~Mzuz|M8R0v5?zXy zxLuAPBFYu}*GRFvg!37E8~S1b`*`M-VQOi@)KJ{ew2ZGIQ*rs^F#yL5P3}(RpiiL+ z92*~YJU5+0W&dDMGzss88BJp$m&4s0sgLdl{7Vwv*Dv(UL}eM}UOINlGjphnLIWm+ z*~Mp=bz<5}6Y7wg_k8MzI7B zb9M-U#0XgP_eZ7cDHFE)Ni8I4{La?=BB{>TIR|l5RCu!FUoF6*APuqv%tNp6?|h*i zMP|}VS!Bbcc!qjjvbbAt*2F%RS{ZO1_1>lszyr=Sr=35kI3z`f#&e>HU5fQ$p0+bhrfbVAqg*u0IxB*_q~o_#f;d;9XQ2QZ zqd4XxRDF@PmXcQ#agkt>k2UAN_4VugAGmtV7%pfr68lf-BYcO$=D25%ji>T$RxKzN zB{*Jh9^9KlCKZR3lVL3A?3A_QWhX=muVtpKuVZCZ$H_rQra!WDEFkL|ZEQWn+kOY9 zeAL|1_GH)NZk0fNUjjGp#smlq51kFVg`sJszg^ zWN7y7(zBfa01Fub0BI+wT@pW%kJ@@~cxmsdU)QE{)41)8>gj^uj60*tfHu1seEtMv zn)}EWD=BX)CGlk8?YI+}TA5IGi`HHu>+0VdVmG!=xlB$uXF7M=PDAE24d`y^4Ka2_ zffB>7Oa#NL;K6{BGD%D1fp+XUl4pO;QuN*wv|wxL_{>mSdkuH6D+d&p{m~!9(2ecw z?`X+U4dwT|b;Lz|C^Fh2csb-yr&eL?p&5kXH-3N09O12*Z0vgbAJ?;KOVvYJ>LS?kR%;E$nm>HltkXv2fN zz;C-T@{bX)BCsDN zW9IH@{nRGXn~mQp-VZrbDCN@$IFq?mmY?Pw68*09L~#TtuGxj;NCkeq1YvY*Hh8ok z!v}!?GYl&ijzthZNyfp?tweF7jSZ>rW=0@fVb@KUV#YxDU$iv3NI`tmb0BXr;j>YV zwH;cpVvANJuYAQNVTFzgzl?i`QgU7alzKIML_}@3P!`c{W|KV4Cnv2Z{B=RYqhOow z{<@HkOJVnNsBp1fTBtW)id1>@#yHT|I0+BGJ#=IQjh60>6X)D?e^^gHPS3aqIA*R| zgDF_a`x$bB!A24}goQ>$@nTP>%&0VT&&0k}*i7lxhgv;oygLY5osRVg)#eJWe#TpO zgWC9`a$B{x>_^iY_`~5dSMHPTTsG9TfOdEfuo!>C>kxtk(dtie9?ziuMndfR_k1#V z;Pqh44?8kSH67s+_i^5M#}j@AP9LYNI&Xqq*})lPz6W#A_?5BmA)n!7?Qmw6u~$3| zmt_kQj@PzWvo6dtf{^lcqS6sp;Q>!sI0a}NvWOD#pJbdR2B_5ww>~wVHDKU>H0GdX zl}HV4IWw*~6St!7m-m~F<&jjmUIs_m+CE9gLNJ|8Murxx zfD&vkW%4JsMVwWfuURY=Y7nlD>rkp(ruGVJg%|>x zJmO}FG!EGc4O6JW*K2%9R9dLzQ)C{#wJifqxCgd(0jH}HXAw)xOctSTV65zitBF`x z?)h8LEz`&c%XHgPYaXH^IdEo{E;p*m-e2vbZnqK-Z5qf~- z3y|`D@gEYyW{N(LzJ|tUJHl2??dF^R>Kc>@P2VU)69TNvJ^flVg{uJH!BQg4(@m(j zh~z?ryfsaQfQy=#vGt; zU$#N~y|o2gEs$!X6(-pg9xP+cJ{XkCr=Wl98j*Pq+gfQ5@IXk40Mk*KcpIgMDaZ;G zBGwF`CfnkC?+TVq%#Hb{P}}k@)_*=Cp_}B630D??McNnrwNN5-y`V-zvW4X^qq^-S z@niBmdG^Mz84FPtXz%t@FlVN;Gx~o#jPlrRz=UN3;Kc_7Xr|ZpCxF7HsXVMi@_!sm+fz zzMVoyYN39&0tDhZ1r%Q4wPU?j`VHifPd05~ta;(unwik+Gw|CJh1;89L_oU~?!XQI z+c-E$hhY=yi^&qM$0PpE1=u@HUmWH+bOaI*m94d#^<0GG4I0_zzy(w?+^bEfyx!3o zlhKu{P}Vc*>}S%XB8x)V<^~95TW7mDzAM>O5;rx}D%-L~Ckz+Nt#*3}k0393RgBy$ zaOWk+ir4P8^`5Z=G#|XCMkzZlBJtoam*de_w|Lrj5)SQ}2YRJi*pw|2kqE$O4aXW0 zRovs5cTeXarRZa6FDE|p%f9>t`?t^qj)8sf7dZ&%Fu6T3D*-G#y)pr-x3b1NDmAkl zC3l(~tGg73v8w?$i`RJ;eM4XJlfWbnrQ^c(7Y13O{X{^bMQ=7Es<1TNV}f}*v(Ag6 zH?BdS?O(Gn`5IL#2;rK)+fkLREOWvjgj5Hou#wS|9PagoHT>?lJ$7ks1>-x1ANLuN zEIfrDBCQ_XrVIB*%Yo1ewfBg^lWFqFba&3aOsaV$CFBuU6edwaptZ_OnJruz(B$<6 zNewOz%bbMeOD(hmm5Ow)583~&c+)eL(~W$l3(RZN?m_m2--Cs@hd$RXn5=*0{~>Wg z5aQh1mdl@m`>*lCTq8g?r9`jWhibeITh6k-Z!}~lvhr%>&E}NQ7HV#RxN6DBb;M2< z^#tL<(Hm5(y!=p5j0;rW*!XoOH8bsciZXawK|Hfa9(y=*Ox7KY^pqE$P(TEP2*5AhoJtjx+Ib`R9-x6 z&2t9J6$8v%M8IO_-d=oCz6`rl?aS`>CB(=FVm5)bOu|5iK!-U2vg8ft>GA#T0b;nb zaoNoStMnTHzPEoo$dw~Z;x?J2kP@)3F{fDW6(>trB3qXKw+<}MhLx~VAEoJ`e>9sv zF-s#n3MM-|uR-ajWwX+lAE5ON{?%fz)rX>sH@F-?CH&LYq0Qe(y*wJZoCwcWu<1*7 zz7&E7WF_I3r>wI2)m4cn;=mr@XQPv_moCxn{}aB{b2_B9Bc}bVLz7YROJS@og(2j|Pw+@?v`Q);n@Ddykp1gqDV2h@tmqNpNUVaXN9Q0wyqH zW5``mBC_h}?2zKzQqI!xOlD;5D?!{C%Q+E!`row>UU3YFLucO1LJwE8K!0E1tKxRP zSGG|{IclunzT(+#T|b#CNJw}k=ZvH1r!VKC5P?k!{(b|TJYL#)E3YJObhjm}dSfQA z2x^YFD9YwI;O!%1QJ1W3+U@PrW*FJXgO3S%3o0pyp?_AgN)yiSV|~r#GnpZt$_dK` zhfIbzV8?aNIrHxa?j|4SNWkEVTYrLTw}Q$phi=>xqiy$jcFSFO);VpRl9e#X`sqyb zy$~T)A6ntDrsfeSYeW%N$}Z_qx05~gWbMw-@dZybBONq2b_FJ-4pGNcKUk4;67d9; zy|;=4YEJ@LPugop1Lt!tnA$dV<3>YKKi>O`0@bn$x@uPy@^fg*mTPJbsZt^*{T^b1 z6B}w4DuBu>)GD#lxnh$q>3bZk1%xO^F4pT=_%5KH8VW8uS=MVxm@H)7o;)j}W%HKV zgg5W@Nm$<}o`@Wjc4;fK*5icq&C$A`7#&HTkk4hZ@1v&n9f%H;q9S_x000390RSM0 z>Q_V)za3!Wp%trI06r{S0qfy6soAPbMbOBK|4q{B0d=|wll=mlrexv4GiK!sZ+{C* z1uw}Xi8i`_S^;-h_b6n{wE}qwWdFc`1foXgL#1wG(lLR^S+8m;9(Ee4n$ZzWu)+eD9{h#?B`P5pwVmX@Al zK~}=@!)W^T*e+&KStUO5ISyIc_~1GI9*TqY3!X4v(F&Vq-7FX=eGH7L2$EVjbmd@s z8uz*lpK%cIIxsH!rdCa;IQ(I}98CGYmmt0N;4rVF=>Dt4Xb?B8h6a`Eqf~J{R$eCNV-HL!Vmiw_sH@ zwQ^)ivCugO7XJVBArdZd&`a+o8Cv6WE{kgWNJ=yd#dt!(6N>c?*HdE64%tVVt%4tq*Gn{nDVqs>;t;; zbiPJ@`YRlB+BqRv%#J7fM4&-$v~+1IYH(r(fUPy2u6my<4AW{{(E^MVyN7*ypxf-@ zFn*V$;aCSQ9^~wv;W~551`fH#dL!;SwZ|K__Kg}Heg1=hIy{$3>OEKA7b!tIIT zdeQfEu3Oh@ER0NJuxKBH@X0wgG8Pg2X$nwpk@ zPmRt&rp6Dqe2&0+sb3W~hlT><^`jBq-elj)d-A`iR(B)~S%>D+%(fjbP2NV+!^|mu z1hByc4)#AWMz2FYF`)#d{5+{x7k`pvO=ow8|E2Ds7JJKOVahufq~Hyw42X`1QpR;( zANou3bmjaSbbLYRg$f4TPET;zbbN2H6q<;4C1-xlj*ye`tj8SRtR^3&z_Oy@YRR~7 zlnQez+q8V|gEp+?OBLXo-QP)kL>-CsD4+b%ymcsk8^u@^PC0(q$X7Mm2)Zj?J8lQs ziP(|p<)P(}IxBp2EkN@5q)*k1HHK}mM0l(wzllpkGk5v|qOx{3N;W{M@uNJ$7orF`^ zigS$*Qr0;x9VpX4yH+qH(}C!Glm6#T zN%J~~+9N*+lL|(r0r%kiUS^N7oDPNn+Q*^LBRD%i^YgaSzWE=d1GPbyq1lo1(w841 z#4)8oV$}VH8#Ie92qBclq2Krj-d9yKJ_E|j2W*Pgg;>l#<@e6hamg?j0?o^36g3Gg z8p|&S(H9+Ecf^&wCx&4R+@vqw@9=j!-lYUk{r5I`smAJcu0)7sT#`LcZm(vDR0=Fx z?2P9AM0i-P%0f@-C{wVlumoI zxwI39RCVF{7v$Skg@}~iT zJ?&Dy(ZDhm$XD1WIDdg_`^jN{7_T?kMwW!TORuh77F7#CAvb%hQ6J?t*GieC)^QQU#jmn(o`I{cJXh z;@YckY}kf>3~o*?nni7kBLKcsNC;NVls#iMp7v3&f0x8w=bu|ctQCTWY z+fmAKKC#6uhH9!V@v`BUKph;B6K}`4z@v{%E*%Ll|8oa;tn%Dj+9#n_T5>J^uD*EShAN8cutdw zAfr-}(v&AK=&$1?K#$weC_!ta+ckmT5U{6|{h;7uIB9B~2%p0-WRyh4Q=3znTxC7kl0T+kwST2ARsNtio^gKr zGn(T4m4kkeZ2y%weuyB-^FDH_x#iR;lja9z^f9R-N3Oo*FS`>^B;?E!=UtU1=EXMC z>$mfXGd5BOZ2ja0)Q!BkRD(zn*3a*)uj)6z%)yOOuj!2`>i~@^LA)N-2i;;1J~4#P7uRvG*D4poGCn*5qHybh9?R}{@b^*@au6x=merVugQ;hRk4aP44hsUKsP_ztu@|!eXb9eua3cF6m9#D zYtuQ`xK+hGqK#G~F+(F24ZGuwcElGf(NfH1>_5v1<;a#g#TN9{6b!+_&x)xJzi3;U zO#eK9?PEDECPBvHndZMXv{r@3KM81WIn+Dp;O(N)~R& zHHJx|VnXopl(q)k?@xf#+d@+=(mgCF@7Y#gH_}$W-tkQGke2P+Oxgh8IO^uewZQA+ zXXfcE6-=&JSZ_bI6Di}uuUjm5#5YahwoW)x$V!`KTH5qc|MZbli93t-vw`oCD)C|y zpW=LCFmQx3a>twH5EWX>tHzmw^|jG*YPr^uY~}f27(-%I|5C)H&jrk+*>Nb^WLvrdR8R9gWQ%8>IXE<) zRq*@wwk~<&Pm5+ex`iSU4KXt7ZOr3_&gAmSC)-dm%!vDTk zsmZbgei@4+7}R}2ik4LFHAPsLF`B>T>A6AOWf>x@MOUk+ypdl|6;Bd*;Xwh+qk|Yy zuJ+@R{%@5bXIhRUkflrCVr5LBDFC8FCx*K}9Vsp~$W~4jw}RB<9!YZ|3PoS#?Je&@ z7}sjD`pvR!kWuQ%SPE^`3X+jt1wbV)>w)Gw6ek~2kkh9kZis>zWau*hH!M#`xj z1P&8?H0435l_TuY57_=TL+5NQPHBYa>LL=(wXPTIiu;*%<0~bsBN}>zM8REZ_IiNY zDoKfP>Co;OMknxdzFwWn?fjD9&hu_q^!LdbErGA@8jG11EqkNwEWFw=g5;`mIh`j+ z4n1*?Ho*VB3~_mASy-lT*(U72+ru0gHcM4~Df8}8gJTsow9M|%>tnBAmOj%aJ7Qf| zeX>&b#Hc4bWPM5~T)Pq8%v? zCvW@72<_pdbekOIefVyR+c$N&Hb@Bsj{ zo~LS4|CF~@zn9SVa%2%JobsiFJwSBAuUZEXP4E52VSQ;iIu2!iBoby4fE9k;?cOU% z>8GhR9w`k0XHZ5mp+yPtp1#E|o0X=g*jyh{*Hor)JjtCY z5viPkBSYUm*)0*$08utjJC{l}M;79S!dhaKovoF=C>kCGe4$;u`$v^&gmlHE_$ zN8$@$c+`Pw`8ZUq3HKKdnxGn<&N!Ij>%8lo3TVbR6D};+2p9b0I|N<&Zm&gChx%E{ zMERM+B3^pY;lE3v)NKo(a36%8h+^Sceov$%=`WT9KnlMw2&9O!lFgIueBZbki3<5W z-4VyjGLcZJh#Ey~;Wdz-Jl0B= z6ur)Z`+WCXl8$8t5O&ITln%1ko6NI+)y5HqpTmug8`bOY9C6D#->;$$1Ivyj`7}0# zA03FghQC&69fw9BN48uEe7~H>#bTRt?b2g$M92I|#ArOQTo*- zo1FXZ@D&!T<@HZ4L0!p_f=r=ch&<&}(B9_cU}$8hdTK?%r{-d^rUIDiBG^KGw#R3U z>>TZ0?o5KsLpm(xb#wA*xH@{;BlKzj=hsX8kP68}=4X+F!u2bKtj822ya2ppFUyt|IoC+3L;n`p%IHoG}I zU^pu)Y}IwE2j@=lbUUduqe}dbG;ZxrF0lnXf7#`Dtz1N_r$`}|Z0adAHGq+h?iq)q zyhfrSA*au5Cu8Baq$c50Gb$mbgo=M`zENMmZ}i zYSCnjG(4VG!0jft;^*TVtwT?#3G=vvgxPesd3a@at-XY|Vwi>-)9KlKpTH9L_=HQ2 zSoKGVQJ4`v%ajq_NbZE~znWr~vxUeJdXmy$!ABMyBOcyNsP;v$svTvsqH^~xk+<+a zzApt{HiF>H^vZ>@=)AyCMLZk-$M%cB*!dmA|p$FRxVaJoXTrU}F6&upk z`W`L22!m3Y6{sS^#62jr+s3?1iSmacK{$@^PTAd|70Xe%4S4|Q6iY~8Bnaf0OF(Z} zb#*Cl39vF<@_6|t#MW#D@Rz?x2d3j%6re7lJGZe=lDA(nJTJ4yMe??#MRNAADjx&2 z0GD|7$xE(I))V3P%k|-RYBM{Vpbb!%o77mX8`Fwh?3~zTo)c#Pp~^rI<_Pov)7u~; zgPD)))_)LGEo_#bn3rw%iM$p|J@NoCB~BjU&>J-*!8`0N1PUh7K5(n0%c;erEhJ1ImV{$$vrIOFUa7Yheq;~ROXbzb7cx+IxC9* zb*aMdpqT4U5V;r@0P~}Ri|0urpHBNr!cYqq>LmV3?EsoF++H&8wtUjaGiTdQTNK}f z%=%%WvE?Lis8yos1$#C8c;jonz14OCKh2jlI47tilYG}&dN%{^=Ez^6S1(pOC<&)? z_MRP!hfn!KX4kmzBhsdK$svpVPOHE%(&m z3yJ<0>4lA$pucobnRGYG_@EIk*^=YWNO|*BV{ENdMAvU#3qZj5!F!~?zDX5^PVRM9 zGzb+Tgb|4K7S`!MtBSH3LbuE)v3Uw{>`zK{P}4m}GN{Hy_~4+xTe{IK?*Om!fYcU$z$9(X3e{h27J=L_3Qw)X{ogS%Q>_5rd4 zIF=fkNW&uDA-*)^+#zuJPms(u-XR?aw^kX+mB}kd2pT^+k&4{7ZhhItY&VnL9bG*~ z-Y>1XG5ov>+KU?EoUIV1-Qil=4(eNb2}#W3D?l|S$)&Is9mXw}_{97D$qgdhfzkn2 zvTfXWBFPNkCSbBpggvV8{H_A(St-flT#K6d^M2q`DMz))9XYq~DX6z>{pqOvgtxy) z9a@hD0JO!J5il5nID!S$z0oonzsGC-kQneV)@0FLO%M5BX*qX*=&la!uG z1TWp#4Jc6(RtmA4wDZ{&Y56|Nq&i6@|%O{nLi524epLQr}`2>Or$ zz=<4-{4AloGx!x=PC-TRrpq$^_Ev)mYN3&IexE)Fd@||xVWto)fc_U=>n0QgW z!HQ|Esl~3n#Ls{w{K=(d9fp&VZW{a>9j7V5iFRc~0$46mo;B=-Fj$8Xn#s@bcyT%HOM$t-~LU;?X z8#@Aa#6adJXg8>Dtu&CJBl2RZ@Sab5q-U78mNbSVO7ZyH}t0#svjD_#NeG48^5qFdR5n+w^k{aH&7wqEn9c;y@O~)_$Om zkw&QNlf2?0P8a!djHyqj6Yn{>^yJbqvrU1PAZjl7!;U#dZe|alrZEv$zy%MS03ZJs zuW!V0e0MmbkCekTg7TCh@~zY+k6y?qjn-DJTp^R@;wv6!lWiWEepw!N=7`zQNR+; zDle#MI|9M6xiG;QCX&)aQ_uq z@Qt&f)^l5Ck&%6Mu>6K9aHwLr5J*v(5+jXNx`wNV`i)d@-vG!Ux-<+udZS#}&2DD; zvwVV0=2+nZ`W2!+Wm=;EDe4-qp*Y2#G0{|`(3rowJByTc!1*|gV@;|MI8Maa4nQO?|w4H*k}dVpzCS)`0#JkLO1Nk9N+24oX0r zI{0`=d*hRiY;J(2NEcn&mPEaQ5-}yt!wAsnNdnQMfm^Y~ilQm)DX@cW*~_Gi=FyEQLeC9Eg5TJX2Ta|!p9sk{{1&DZeT1LS}a2a@i8@e&-6m!3*tVJSR`WM zPR31r>aS0~?Y&O%|x#_HrnM?vcw6~!zHW*EbeoLJso7Xp!)pM6_b%yh&0y zB0R*kV>Qx6#o&VB0e!oJgaFpglhB+W!fIbtzj0_;@{*mgDQxwb$$Y~S<4z){*Co9L zqM1KU{DJnpjwUSXNg3p<2TBXg+&>MZ%GNH;WP&GDTTq!`4%4vBI~nl&Z-5O6Z$1FV zfaGr|t(J|Zo^Rx$lZgm=wMte*wu<9L#yz;Ms>MHmPN)Oht?An`8)Ddz#WC+))4c!? zxjSW`_bpCTsQtP4LV5HCRBxY!y|ghsD{?{>WEep9-N6QS>Y&By4)kV&i>bpxi#N{5 zWYI$`vb&>Bhl=O5^L^!!riv=#jVII_(xRMnsrNq#2ETHPx$r5!sMAbfeS<+4`SHSp zJNo}6k><69avZn+Z8B)5A2EhzVDd|&Mpd0R z%e>CWHtGE+?E;AVCh;f5s(IFhwM+C=ls!I;lfKz+grCaA`-S_Gv{`!|5J0G65m+BS z0aUZ^jtz5~DX+G@28X}m@oEM9!>e@>iRL$KX#5w;PFUsaHwMm4sENP;wUyfap;QA1_Q0|5NMM4uUYjoM!J9(>;-Q$3`UR+ZX|p&T z2BkGn)4@nD>{by<#egKcX1IW`Bz5V2#r$r}CH$X33AhbAX1og0w@Wtl=9lk|UK71` z(mR@8?!C@Qq1~L<x>xp0ZZ;oh+)aaIsTfkG8 z$G}TpZDq04)L99K0pTOWXE6$g_YeX6$;JW=9d;i*IA$4g7>=R__cO2@^2ck2dcP|G>>=t6gOZl*XA;q|^4XO$s+0+=`~@P|*=1p#qi?9@6Qe zO~7WP0`>lLz%HMh1kFN(pvGj!SpPnbFxfdh<{@Md1&;i$uYi1=Y@5@3#9Ifb%P}F> z^1Z7L+ShD3uGf%l5yJYQBjatx>97&FWwZhwJH&*EM3Cp@u`J2rB9VM}^&%98zX-;@ zj~@v+2mJRHX_G2o3)R`J;7hguh!P_~6D+562SQYVy{2$OvgmF}OM~ltC|zJzBUCb1 z^!d?rxxtH(~q?Co7LN#Dj!&u`V`1}4Yzs_dzb!!({#9EmKF(2i#9Ms=`8r;{>I5G#d%p07yNje0fj=xpH$Arl*zra-L^Gn9)W12IJ`BDRMWp z>+tYzbc{JCwWlRUY{H>Eu>C`6%`nF-5}y@9Xxs@(k}Xl19+I+a&BdvukqOxfRfIm5 zZbL35qftX0I8a&{O9lYCiA5m_V)b}&+V2=bowjKcIAqp! zcFEiWhIMW%6Dr_^d{*pJ5t%`iZ!xHq==iTMR4otl+} z_WtF-g9HWAhCka92z+Yi_u~NPq4Xv-}&=BQvXn#;u--z#MC); z81I^}?`lF-9J?*hsF40QP0S7YRz!+$1OloNMmQ!l;QTTt#A))i6^0(wx^Jx$TPtq@ zh=q@b1t`sDQ(L&f$NLm_T(#x;&RWo4nEY%OmPoMYU7CL(6sFo`_&WzrBHV>#L}y_*(lBy&7RGgJ|91g8y2YOUvZ)>c~5L4!T&IM9&mbC80IBa2i>9dMum z9*P!LtAr)mV5iPb*onS%Drw1%b1mIy9?OaO3wxUha-H#jVLh#hjvt)dM+QRjuv6<&x^vqj#XLXbN{zzI4NPL;UvKy= zU@kJpX0Tb#k?;v*vATEe6^@E1uL0k2-x+9xTvx>u<|YfY4~M8ixA)l>$EiXN!$B?1 zU0GZEBE(NEUSjWzj~^BxQ@q4#i$|p12X$f^vg+u)CjRTyijMZ9pXszKjKGpQ!tr$& z0b@}=@Trpk+?kgQ6Iuw>fRQB}#e#|xD6G{l@RA1k0_Z!rz`omkFgqn*h_CQT%06m6 zk1g;GYq|pF_0T(*5wUYra{31wof&u0iXp%ZQ&k5yUyB&R^*|Ku$@+WbbXH?@+u*zM zJXO>L#vLSfO06v4K0ke4fVBz2tGX|Mdo9MhuHv*#;_JhGfgz;WC5CqPk3ZY-nm&>! zteSyOY+CqN4PF);vI)*Ufk-q>%#=na%bjK|kN@?Kxmr7bhChl{gZz6}-vP><3wo zw|Fhq#)W6g_I(o$B`!Rb5YTm!X+no%)T*&mpQ*wF$RYCE2Nf@K88Xk74GB_6 z&J3QsXynpv$H6aw4zGJi0g#xM5VbjELR_B-)!kHxx{2y^1p1zGzYP+U{Pr=X#UIB* zlL`Y8iewcvqCXXnKfotX`EBhu$#UsAmdmmh`PMI^_<-QtGrO=3E!w6KSKaYjLTOT? z42p={3i9p$Iv0#k+EjD}FA24fd4H^?Z2y{SQvdJ4^tvrNTO3SyR8n)q-HsI_FTB!7 zBRX#h6z)Vf>!JA3nc=~mNG)Fwuo^c#ZF7ATISlETBsQ5NnnkK>ifX$7sSte89jK)g z$QPa{{+!^~Tf)V*jh{gAi!X3jgCy4jtu+DcXlb=1YTC^`SEaQ2sm0~a^AyD5Eh62% zK3Pbv?rze2jO2JD_loT}I71qjt7~zz-W-B=*4GXPI1)9#u%AWxV+{lKB5Rd?D{`mZ z5fNH6;q%+@fP%8oCh=!y0I3UJVd)0rPxl6h2njw=*AI(7x!Ts9wYs!)t>WO}3KHSG zRxqP0-O;&+%{@theVUhCeorTC7AGq$5-v}()PsY=_(|6MLG!z%G1B}MVnf1-#YE)N zG*}!0@j`W8WaU&nwwWBWxF!}!p+Ps!yCz1E(K;W<^X`{Up2*8@;yUJ7WW8Idh`p>J zh7oUbDW%ZYy+3!ZpxsHd6OyTJMP>p^Ldc2F;Hr&Pmuv1$$88WX+>TXc#OEbJB)C5) z$~S+Trkb8jiwyC3Din1SzlEjJ!R97T51~IdIA`A_iZNxQHqk{i(k?QAT2tCL+@=8b z$EI0DI7K4?Poi#iQp?guNwSH-yYB5KL<~<#H2f3*01QO|0BI+w+LZs1fgnuxF!CC( zW3r#_;{mN8d=ocA3H8bn$Wo;|EHX<=1N{7?h_)lTdfT$nf5GDSDh=PA5qwx1$%#xp zf+jS!U#TRyjD}rBz~@_9IMMdmUBb*uzg{c6VxX&gTQVc%pJ1parNL!7g6?s4yKw;N zk2e|^ticFKD_H)q!|aqm)ygXvv3guv8$}X1bU#Ch;A|pYWsWsPv2j;*k>L*!L0E~I zc(#7fl!HToiG-+7i{O=HG5u1uN^O>X_zdte*bd#)3Z(v!s*i!qvEflI>r%D82o|lC zlBc2m`=DR#5!sENL}-N5pc)3{?Yjv zGHx!^{wAHbpY6gV#qlU|sfob0bTlY<9@eUaE?cZ5LoByY310(_Dc8NRmO%UKP3RdN zYjVKM>tRP3Sp4xX?=29?Mxj24ADoV0sTSxc-3)Q*F>%gC2xRE?lh*7@LYI}`EC^vl z%7}uV9+!n=hJ(PJ?%;E1k%b)mE>>FtADVu%_FBwQ5_a+405UGFflzYY2kaVI?46@Y zS@peWS+f*`E*tF|4n;n9^OI|!)23xJ@_`TNR+P|OwjJX056WTysi^7L4?~3piy(`* z$^9niuD9>PRtaWSY*&OC=#(%SbCs1um;k6I^lI&34=hDE z(4%1;#s4>r$+s`>y3HwO4QuYAch~z?J>-^8_)YrzP{*KB+zYSlubS39)Cc_+${zDQ zt%s%yk(wvSI<@rHnb;RG)r35_sHHZP=_FUwZs^Kh+gN)zkA^KK!ekdz87phvN>=cx zCV)8|f}*Hmd=X9hcgk@VS0mf<>JS}7wskVoGBob!d;-wyG-ssrY~?1ZdeU|j!^8oJ14&!1-@c$aaH zs~e7W8eQ;cSLIZw2Xb2m*@xYPEkY(xKZZin<^9Wm8r`Pkwt{22-!~cLO4Hyih5Sfl zr1)+WbQ1-FF$AyxBx{IVX!dA8=uYAfMO^zF?!2b#c{$dsNidy-c+kXLBwIyZ-P*=6 ze$bYvVAv51EQ?GRNojpPbAtNhn$UHu!ctn3oQgKjY|n=`po9Sh+r;C($0yxvPNw+W z?=9&QG=6X?3t*znQCE!5kTKkFVPDT!&@*@p@d@LgXMm-dbsNgtNQ4B&q^BCON%XCx z_MdL)EK$kkh9gEU2(pH454@=sbkLf$GXW`10N&+uRzsl#5I|LFs8hqF_+R~%4f0l7 zbF8X8LBV1Sr2R%q!%m7VHeStq=)AbRL9fc?NGG8k?X71D5o9mKxY%Kc*Jj;VFSHj# zqk-9j$D8cV6ea5{j{r=|JoT5RJ}p$BB3@Qd$$5Ep&DG;x!CD0FaoM>RN?X!bwdaze zlEU~EwU8;p?)V{1mYH|l|E)Jeh|^yES@}QL0#c&|v>%}RLQ3=HPqhpFnhL9C zn&I{lHJ^lKau5o_3)QF7p>5x77Mv&()$UiOuSncGURTd?PswPP9YHkf+RkcnsbmhK zPkWju!_-wwp}_fo*_7C0crTM**g6X(&MvJ3D&o(?lCNHK}b)2n^GX zZfrRfSr-<$V^#NOWYTi`zp$_l8qwV?gs;#IBa`Jc?g^j&CNh0!h$+^!i93>hc zy`>^>nEVU}W7>h+_g4-Y#}&eYmnv>{ydUOy!6u`C;T6 zf*OL>@0e6;QyTCET-Md|u}o+*pcma_v>lUZdd1<039OQJ^v0I4lxF&7;E&6w9trjc z=a_!5xMoVi2tP*~qiP3N|E%uA#5ZG`jn4|qHYtq>S}+6PCoZCjX>^@Q-< zx^N@gb**2it5xDHb+3L8?XpTQM1rjy|>~oVd4`U?k`h{fBULw#Pm*$7Su`#B^T33=(PJEldckRMDmNs=aiq#hf< z^p?&pY}#68FLU2?=-R>v%0)Q|6!-lc&>Mwr%{lBZeTOxu$8S7jM)^o{2D7>QnSu&D zW_UA3QQhtttiG2ef)o}QX_c`EhQ=e3&90M83$B3Mi3gE`w9EXPZw(K~Co=@G)*?Rw zsc+o66!50)vwjt$C?Dv;mJ^a@x=Jpe-!3Y=^1RrVeH0oMSoY|70qnw|I`L{RkW*`R zpMY1E0uL*fwB}#RVpTM_cwCgW_Wr#8sT5`kh2r21>S0?LTOBboY^T9SZRgZCiVYcAb3%=*a`0Lo?JfNJZkD>g8suy%aJaf=|B=Fxm9N9i<~z*3KS|Svg!sdj+8H`o>(&-oKGv!-$qdD zh!hTOF|Y6E&VgYF4S|koMG8z^n;#h2rfGX_;gkPW+>b>ZKN{r%_y^M&+SgF}i{F!x z%P_dwifD20I*AP@$?TjI!gCeSOlFxW*4qObFp)rpbr*45Va(@R0aeVY=167 zys42!uT6ngLckM+0iElql~>T)ULYv^lPi7SqC)O3 z`wp0OCpgn1M(uu5K%uKIm|Z%>*Vy!c$5BB#r)ZzvtFCYkzadQyl4Eam3)-D;aQ^838!dj_~6Jeq&N)=?+ z03Ad03i+a8u8swr(NUY%tncThwj=r{UUe<ZA&B1kqPyG%g;$#1Y?lqaBjjp!5Ey z5j*C>>rFN}EAzn|k*;%YSKs6$@F=I?f)X#?wEzbgXfZ{d6obQvO`&})nH(3+1EF5= zs1Bt}FI_F_QFKZ}5?5$YtAd)VpAsLdNV=?=-fM?hM&n_fALin9lCj7^{0DIMwRndZ zMjRc&bLUN|Pza4Th)?*&100ahr)BOmwNn1xk0zrVa#L6gsX3T}!F7JNe zinuI@&0KY{sX?jbm-9M&N{q^G)%F&hDUG1u{cCiaOCO3QRsU(r2B0!Y#Vy)KeIq<j?{*a^i>c;}2vUS*qH zb<{@2I`0(6(b1kVC1EIZ2yn?&8@-FPBOstqfa3I`XB(w-Bvrse!Q8!OGrUfiHTS1s zna31UO(bA3eMSj#M!rv9hYW#HfX>n@SBb7xg6NJ-D{8s)8y=73RDi!>WDjQ`+R!U1 zRX51;aug1jm);Zhf2ti=ge(Slszg$SBoA>of#rfA_ijq!>aX#+=e=;HG+O>HeNUg3g92V(0<*Dgd1)Js(Bj24o(BG@Nd8V>Q}+2v&q<5)hy!=5~G3xd@5t#{yB0{w+^$2sM4tM3so%=J787NUVfB8eTu zTdBD^TRt`^RxdstLKr;n5}2PuC4bvAggHb%9J(+gnw1`v(2Gp@f!-;`+Gy!m5|vRE zP)h}Rj+mwB1hZg*eTa2gX&>)?xyb7U9;G@5C{a$0UHMVN(*5l!wd5opD~s4 zF9k>R)1RzmT-mZHFElu#H8p6hzM}x(bxO~&5$?GxY34j{zQj$Q_tLA6b zEcQrfUzry62Bx*WH8+=K&nXDPy<*3H_z5`htSjU`H*kAtj`l+wmT$WFs2$sF?lZ{I zpN;|<@79{tFPu$*3_5|;-fmme0@nB7pEqTlg9-c&so-OhpiJpTaVzd%5{$ zYDF1DBb^MvtkrK~$zsOJ&Exyvm)#PR_Rj?@RbLj1=qrD!_FZx3hG0i#{iyR6w!X%R zsRYe07M@`AT}o5PW}R-HUgG4tXhO6G@L4Tp^AvGYXQ#y=ZTL}%4S7bR;B#Z{7pp6F{ibPHqd z?;mM(`&;$e@4ozSgw{FJW5?{FXuh`!OwS^0^;3?V)BOma*%04$z;XHOk z1vQ&~Y7{)`Wg3NfXHbnwkKU^y5tx$cAON?@pp@Ub>@uS?cxZmW0*E$?E|nCY=2OOX z5r5cCw2)ww52qXXT`|D9S#{p3F;9VHQ ze1zW{e>1Bg@;GMV$Edogn~&dx^+^gkf#D*X%O5^R3O~D=>P}ymN@Q6 zb3RKVX#P*DE`3)?e+_c)dC!^=viXFwhOz~XKIHnj3(@k2TLtjBr#m9*FgAEHy(=Oi zmm7PS>3=kHY#PS}x1u!VhU1C|an!0f`s|};&Dt1(-Gg^z<6eED7$R+=f>=Zzok|HR ze>Usr@unaI@GO>a+(d_-y*}}Sjgg<^6&>hPJ8Df7YkRxvITxA64Dnk=aqXr~RS}ig zF<&EvuoGZp_F=YJVYDK;U0u28OQ4#w%@!_^8axI}(9J-WX~aV@67CnsO1d@18&;WCI47eB~$l&-27JgJ~W zAyc^-pG>bkk^%-?GxEEa`thnVPE&g7OM&c-T9=v(c0W8QVNA{DF&~6D5?%NTaA=}x zf!GqxiTcJ2TNQ$%QH#tk5ARIy9>F;)E(pw2kWI%-+5BUkJ6jKamOUtrb#@D zMU9~GRpz-+LuS!0|)U_u%9EzQThZW6VSWi z$Rxu4f3=VCi#sfY#|(5u64;^*kQBUp+_HP6e$`n(+()LXOWCy)kC`Y9@|+Ag2JiAV(= zte`(sa265A{&f%JqxIOBP=xx3Q8vFDZ4)7`Epg>mgU_G~t4-W7cu>Cu#*YJex9^6+ zS;|PDE9wcjx}mGAGv$Z}j-O@&rhOWT*8^E3u80D7hLVVsE>*Rvc9&4C`t+Rnig#%3 zTA9!~0Ea+$zxuzD2KFGT360Ss9S4COp(jd5JXd*E{&(Jo#KQE|Y}4*nilO@JPOQI- z(ow^aTl+0_O?XFqKKQKGVpH}kK}hQk6uVEC)}Nm zr4#Sk*dOUUJdtt!PTI6)IxTubx`4*tZ+)lZ96`hwClYc}2 z!X0EC7SwFkf=znK&SFXlI={Jz%1?kOL1Se)5%t{}BZ~(`kj)CBqk)Qen4@#i?X8xE zlhfOl;&^Yfl5mmY`#^tZmUP2+KJCLDu5n{Q++2N985I%i#nBEy+i@4Hdyj+YFUn=- zT51*YTU~hMM^WmXK!~+VU6XV!5|l8qhcEm#<`41MFZ_|BSmYrOeWzu*uF$is66MOi+pA~p{vcOBzZsfR`Ke#RMJTgCh2_GUA9>m zEJK^Rjfho8iUq3sc)s$9Om83h`c8V)MBf0A-4Xd5qe%ZgJ+zHJv*%K{jbrcrs4xw4 z`tl&lfvG#e)pr!)i4gOZwDw(TQirxO((^B540Z{(UMsL5iL}Z87!t+Yi$8evJHclz zP`|AqVNC{<@AhL8_lVnM%svd>Sf_Ui%|oCt?IJM4-d5PrpX8%sAiulMk9^g)zf<@O z?N|z5mMpW}e~+6N|G{H>R!|70*Cx!M&hsrL&WmU&6F~7SEpBBmH3zGcErjRjg^Wcfs4^o18#V zl&*pq95BCnWpv+pqz_;cj)oSS5G*x&&V4y4>%InBPH54{v=|3E+$ss=2E)cK)0w(Q zebA8jyC2mYpK!tDqIELGSf&tLA8sCH(&q5M3P7Plhg}?8$Xq+B)!8fP9`iHi0c#Fz z#V_Vxvjvg7kBLkI??g?r6}s$|wqQmkXBM zJ!lkJmcz}Nf*jl%oh7JPzVDXv7Sf#8|I=t9OBV#i>*NfN8U!zBkH3=d2OSYcN}gE7 z*#8{^6j1Ie_NY)3)_=(60G^{jG%Yzd{lq&3b$u>noaLivBRHW_FrWmRPEiLfM?E}Vl+YQxZcu7 zud2|YGFpR^ki;Xm=C+)Ct6qwZEu{a}p{2Z;(U-{E-9$Q#BLe+?4Rl$O&AMxcQex z>pRU45qq}=Kp$c1TOS6*cpuLtsEkU=uX6A6zOTLQ{kCMy?6MF96Y~~R&rGSjex)Q|{!wd-tIrW#2_2f}|b8HQ!uxYc12KO7)(@huBhGJF~8 z0cJ*?^c+ujLhIwJVSk^4P7nDJ)?3kv-p_aRexyo(M1=Q19WhpBy-Ra-@li_Q_oOLI zd7jo;vsvp#x_(}iM*QOCqa;3Y&Qadop2!2TLat$|M|piDaJAw?89ARnZ`X8OrCxGY zIFxxhnq=DB+8&vuRyV?T$z+dptMF$3!@t^AE7J&J2&)QAmCgpAK z1#1==K*vd=ob4%nM(oXZ!5k@%Xxcn-)`JR6c~9+Tas*o)zDY8a|AaTB7p&n$Fz~{H z#r`R-Q|AtDgD3Z1!(Jnjy-MIPXp|!|Wm(c9F0!PPjFwD*%7Y^zrM@aD&#{p~xB=^Z zAHFoQTuIkMw|^rz@ND`K0hnOoD?enFNld7-a&u0Hi2l*Y4rS2&lw7d96u!1F-gqby ztZefB*nHRXjNY*cQr*k8x`VxPDX)+?)MR@n!(qn z)ih_=K*(Ws&W|V-H|7fI^mA6!3X2B7im8XV+~UaNgSg$3Z`mp-XAC9`v^hvbOx6L| zQF}w+fXn7>)H)WT=XK(5bqz$oQUTUVy(4miP316(xFzfNjO14f!WO?n@M&!%Vh<2= zX#T>=M+-k$utJ_SFM8(1^rvd3UM^sqB*a=`T)%9{U_kzn>FOae15b=>j6Cg^aZ=fh zsn3ascPy@cXhUw1%YDmJvE$@~2Lj$|YzFC7{y)k^RE>i(dE6iG0H#0=eej{3EcV!d zsxACf0^EVM^suw<29mZmN`Pq0Ge$Y?P2-jiDXGL8G=14CRB7!^0RQuZ2Seig=xQr0 zf=aguYS1Ym(0$-Ks{SH78StZpFNSe%(r2Ch%JcN?SCr!UP4Kb{7aqSPnRw-`%1$U{- z7>ne?%{AWxzo6qXrcPH;-a@-7pq%Q!QGjq-C(pF9Q0is#gwE15YQo*NrK|DRS-((M zer~))2E1E)W+jVGtqaFuTC5zOhDud^^;l=`-9Bpy&G8gv&btW4ON*NeintosX~Z8% zRgs+DN2}Lfrz^=jt{5oQVHsKuI|>6loE9H3R2+r!?hYg19~@5Uro{K=S4d|Z^r9*f z3LY=_v%Z%^QPG&i#9em=GFTQBP4ibvg)-GR-L^{pwFR?UO#LWH^-fGcpLr%__rgm;9B^mW7ks6^3i$cc7&cJ z;Ua@hm0%1~WWYHYBjR|d?h{7+OW6kCoyrkek=Ad$5g&&blm=1_9dkpIC2@|69nynI ztE>Jgv_{+o&I4U!0jPMqiPX={oi~#mufFtVcvQf@xP*};EO|boqIUQ9cSQPFi-(2b z%~9I)&F#y{0UOA&g{;%%<`G}j;NFdU9P5V2J&8){I)ljK?2cg{%F8zkz_cwD(Ihd_ zYL=TligP*($zkqIr5H-Kdv_gFO#9iBlI|}&d%z=4Wv{QSO5giMm8M#O$C{d;B7p&O zN#vMsgF?T1q5@aQlZ$ITZ&tWUijt*yy#LPP2lBj#T+0ktf(4YyQL@zuF#R>tJqiuh z>>v6ZXaf~^MWm1MiO-W&Bj;v(eCk7yV>iXVa@^@^n?cThM|GKmQcA>XoW+YZ}#FtMOf6(Yu<6D->$x0)Un{0{PgP)jWe`}1o z8>cwTd2V^}PPcIOG;v+Q0MN6uN9%8-xFusgyepKc4!wTGt_@^lA8EE;2)0Jw4e6;8 zTjnk`;@2G$VaWu5z%N1x&`GN^>Aicu*yv)8o5LCnJJZU-b_8(ak&L;IvZuMvr`3w! zAm@@Tg200Wn$JK(yrT@d1oc5?rVA>sL1`~6@x(+AJc0-pD_{C+x)aBRt>L+Q)}xhY zXsWUH(|ZBcmW%!NydclbO$1IrgeIi|fjVQjt6D9EW?esgRHlr;^{A@e;OE*dU~^`K z+!K&FkY+v=r-j3Gf6``AGEfXkCl18(z zS-Y4300~7w06`|J5^4}zCQ||xfBV^6c?}zgCzcg9AP}|yz#2fx><@4=gySa1j$@{- z_*1DsNvkw;d!fYgJ3VD?&zDyB)d~q%A@-CoQb=tiG4F`OeIY2rcTTH?;2qsctWdOq ze2`rZqa(Y(D=Fws%Ozz?+|(1th3>_3*jik*27@8ssqPW=Zt@wQ==kR$8fuB)Ma%)l7l+(lq=bl@#L0xG zAik(7W4K{)!taCus~NW)3RSM@MKOY~Z_;QPUq=Q)P}mbowZ@H%FZch&g!2pxhPJ`1 zSZ#wL0y%n4j3NBuyjH9hO_i=SofQ!Ux*O9Kw#5{w))JWi(Y;%Bd~I%R(MyUYnPn~% zLy4`>ghddfO3k7$xMd4rCCTe8X>vTKOM#yd-jQ04`Mydcu8#QeX2}j`88ywo;l@t3 z0Mr?>KAIp;+Y6B2ABS1PPeRvYG`MgrX_G0_Uwy7~Ad(s=6`~e=$o_`6j{_x$24JmA zO#6M~K6kV#TX?_mZS1_>u*Yk9%SEevGt>S>T4sOJnD0{HllDL;02XaWktfi zP2i=qNeqo<9U3uRHt_SL((#e1HfyIz#xE|eA${|QYPwQ#$auYp14CDdwNB=$00093 z_4QEw{bwQMof|d{L)h3`9_P`#fuISJ*&TGMDd>9pzrQ1Zzy3?L9!w#tkXJf5B}T3rp7!% z=Sti-7wWhHI&I#bbT{yGevuafHNqkzS9sy?)W)f<9nxgQPn9x!aEpgOu3qoyeZUx; zv@&aU?~iYOu;RO!_euL?Vs7W z*z$ojN>@xuy(%)lfz8^|x$kxn-W-pMB3(#7lwPP!g}hc>6wQFuEWlWW6B6g%tKqo) zWV?3Fvq`Q&qU&0{BkaKK0u3*Q^SIe%cP{MmM%2um&U61=QRTmEs59V9#49rk#?tF9 z>!fv5K@@-dP0Fb-U!XiT&BUT0d2vKjuCU5juPdOJfo?$1^IVn}zMoepsMO@A^+f_g zvl$8hWzq%8Sm+`EU54Yoadc^VC-NkfdVpWIBsstD1dGW*5Hp5ZcBmrAPqNYc2AczE zL{*6uX0nsoK9|vSTd1UII(|d7BzO_iy6TSmhXiLk%&QLBJsLCXn6K{ZMxXmRWkxxf!R(dE4Lz`5Raq;nL%GB!F%f=RPmrm>Ke$@I1abcGs9dJK#kil#YcYZ^r!eC!tfkY zG!)s^atW9^OP#6ik_OULT9Cq`yJ~)gth`pRC?=PgH_E^DF4^z1`K6q#!r%4X0c(-m zcM^;GSUZ~mrlBwY(pjCXpv`%cM%%bOnV11~An}#u?K4<~!?`yJ5Abl|pTm@TGzW8> zV1T*Mvn^LJJTxu$1H}``NAz^GEx&l1*&M0`Z>fh;<1r4FABzs_jf8YbIB#%b(lOi3 zTV{gG;{GB7;BhXp5&L!O7{C&(cvHP0DqNi7^dhdg?d^YtGEYPA;>PmExC1oArm3 zoBQ@uka<{+lOB0E3fRPWuE>PFoL^T% z!;{GN^J4U125F4$iuE`nCmft zY>@;K5~dmJUsL@m?Cf>h9Qy$2IZ$)Fs8^rJHec*o4}uVX?D%!H*UhLba#GFQ-c(== zS9ffrRQy_!U{|&@jLl?X`2`$ck5aD5ziy2i3I5`g$Kme5#-OG%orU&EirtdLz9rA9 zvzg7E+^KR=3#OfT-GVR2b+*)EdQrVuIzW3QKHH9T|1LG(&OzHtO(2`42_OnvN(*P}Z_p(QNR9OMobK9s1M3Kp0I zMvHtXBzA(O0$Ld;la#6oLdjI9I<=sZVY?k9YM>^qYKv%qWxcsEl6tGW3l)LQGZS1x zGjBJ;R&9Ox)*vniEx?gjwY|kEz!2VUfZwRc_C8ah^uQbp?j$XuiAINUuVR>rK^Nx)Gc{JN z>WjkM8veRK4b402`99kbGZ;6ox9eNhx-{=psEdfmmotCSJK%`_8s;WNp@GLcM?;xw z_A4+UL>l`0*Ex2`Id#mcZO{oPa!5}#R*v(_M13#MzeP}b2KuGT;g#5tI0UJL2#nn+ z^O(^}37tU*W^7j~^zv@>A>Q5|MiXW=6Rr4%frX<+YYz~e$@Is}gDu zTP9Ni6My+glw;*j+RVB$U;*t8fx+rF+Ykz{1D*Y@Q=kG?PtGuDPw5GNjwrpY^%Sqe zCf2omNgUtCJE^T7QJpSuP3%=KUy)de&Mf`n_A(Vsh5%lj$}q(K=40T{QY%45J=5|Y z7PsEFy1Kk?qqZ|*94XwYWdxd=M%~VEzB>s#l@yE!)!($JiD1o!2NT0ra=kSz>AXCE zZgG?@XeEkzS})p9L(`RO8S!Z2yco=8<*4eu5`NrrkTSDvRr?!>kQ3NQ`svO~4qvAiY4(Viph$v&HPJ@Rde#~tsJI%I%a4R%edlPj z_^l#%Sbi&WzW-yEFfj{YGp7HsRoh&CvHKH$A^e55KEjeUd97&-O}M*EM;)Ia6u(@m z5@^1F2Z+DwVb4Qb&(y%G3akJkGvuX#HYtyXETy-_Vw+Enx@0eavsNMBPQ4Br_9Q$s$i|^i$NUM+A7+Jpkt>^0I^8+|J{)| zJf3~iNjdlO&78s%b45s2{tMSs3Q!GDg|u->%zWi> z9g9>WA^_YSj=Pl6J5p`z=e@b#o;FO$r)7}POz9KC>g+_i;V;8%O^bcS!B&)dkuT$v zmWXh?gmPVV~6+$59wc-*312}b5Mh9f8eYH14PKx*0fnUTO)2E`8oQP=B$s-acCgFO^31)&61XY{hc~ccc z;B(dRrZ%XwM}Y*@U3_%Nl^octlGVREqm4*chFf(vNZ1yS8Gx?h zB=nsV{2Ll$&dz2}KH36r_T`JJUg5gYHH-W@%2slCWwArXtw~_#k%t-dP`yG_#tj1c zpnndKV;EDbjjsq27B5uYItU z-Z59LBBm+Ylv@38p97s+1wkh3KS+k9FGk)^A(sa%*^w07e2WrlP{X>nCCuSdwTn{^ zqlilJaD~O)5#*sh=NmKvi8L;niw9(M3K(Ws&Ye%5yM<2SplP9Lbif{vT-ka*n3bf1l`RSdd6l8EGjmM_b{l3PSs zPw|8sXHopos%;71o~S-2UztFek^t}U_d!s~B3NlFoOW%SM3yk>TBa?daFkAWrumn;_|68j`yt>;eF+D35vMgg}o}CRp4lBlkR* zIF$r@F$r(nFBn#NZEtbu^)n8a`H*J2AkwRxqPzw617+s%vLVXp!4yvp`q zn5fz^F@$NCJ7Bt`$8GJ@*m+rD>U{{XY zHB8yfYJOuYsCk0cA^#tc=|o(JSSRXVhKl77DKVdHnx!`~}(9V2m9tial z;Uq9)(i5UEI8h1*7^(GbTQ zrb4-iHc#KqA(DmIXLA6eE}=cz#GYf!JBBL8hIQ*oU9mF^{J7yZWMW{MB$ zfhWGj59f|p!0f^6vpl!e5pR>T-U;WX<}P-Mo{Y~SB)12};xQjz{hT0_`VMF6y( zB>WZPZJZS|Op=Upz-n#6L{(C3#W=D2Y~u>J+f7`B^I_MX-Ndor*P=hji&jN9iH#O2 z(^BObRoMn7FI06&fHi3I9&2psVSda+-f1Teey&Ex?UY8 zIDG}zwYSMNcnq9?_WV!5#IaF*6s`tWx-P!J)Z^wvFGMQTt9vp|73g#E@$cp}kyA{F zWOMX+E%6fcXVtj)M1%qcs}gDuTP9Ni6My|B zL@f3iTEp4a-~wMa7(0gAJpG-niZhr|qfCBURcPLt}5b4T^>16jyfq}h&yEh+Bng=;}1yD#4q z>w3Irq91dE`KP|`{Z1*3>H3Vf`!P9iIyV#^C{XXAF-;UL1|Tru&WB^mxM-(X8p=>` zd^b%f5cx)W?9DuF?A{1~prvK0oV4nqRO4khTdd>0=TAytkR8@bK9`ixgqHkh3TbE$ zY-JeuX(^TvpCiP@ogdv~4M)^A)3^OHu2(_EY;n9Pa6{O86Y<>caxM3wHbZ?|psvUI>$2SNY#0Z~bWafO z{nR@czJJ`u9*Xm2OQC`Ha?+jgE`wmvKCPofUvZBr%Ci21G{ip)ysMOZ$-LPJBA34s zFE^~tc-e)#LqmQ2QD3P6CnQyc4_{BdBz6gX^57>RREEIFPpAWHMN$SY+{3X=*Im{rf`|=B^>}ixCZdKxZSAVb z@l>L0NWhyza>q5a1eF5d3tf;Suecgo4(`4j+KysmTN$>UCJua%HgSOKcK6)aO$5<@ zt_V&my(K;+#i=zpVdXc_e*g{8Q;;6$0n2@Hrjhgy*GNp9)v5z%+EqFXW+3_J%XX#{ z3GnEG5kxNC+8ep;pv86|=@x9Q0G`K!SlbsUVG^ydLp6aI-9`rWO&%qB2n&F`P%Wf@ zBfDF9a#7y$(>sI74g54m9}Y@k0gg$z%&6JYn%=|0(sR4q#&3^4n=CrkRRrNG`__#f zKGweVGB>C)61F2oZaT)6Ht(c3V?k`x5|JW=qyHz!J$8q^3@BRFhd&B0B5m0JN&m`^fqag&SAPi{ zAyd#$g;i%x%{uv#zN&c;OA?;T(?w`93?hs^U&yl)1xqz)F=-G&g)SA_NBV?L_8LM@ z9?sblUc-o-Y?WK8zmt~z+66kQ{QG&9RH(1n3+|oSVM_wet7{NXE#Te;zn!Sn#fJrU<=fxF_7iwx zu`MCPK$#lG->GSm9fu=V4N-`ddR+wM=+UJSO*l&gwQ*fRLU(D9RerC(NB2+~DL8d3 z^*iY_q2**i(lwj?!>7;k%8hJxbcvsunyw*orKG4WDfd#%HS=Wu1*q3rZ z*nQ)n<|dxCJ2jXLPi~4xy>gRJn#DqU(={kC&W0@K_(WFbGdB^KfCbmiRTwbkcsOK3 zsDRozR2IGbWhf>mT7ID(++{j3Cxrj^e;?8pC4MOojsdD0>CgEa;Qr&5uYi;f+XQ6G z!{AN|Tlud`(>;VM?I(srqugja_gC8v%IFNniVQ9tiH`oQpy^RW=W7L`0))$PWW1qp zZ~GcvT3rH?wzw^od3My9AEK}=Qex(99Rq%`<+b@yAAdMXsbrdK8h_xSlvyk-{0ahOJ&s3__Ex`(eipp zb_0G4@Er**!?jg?CvA`dmRU$x_HH~@`b=PyBfEIHC;N{y8976>jYN_$>!vCNNdE(! zp+K&tM>P++^166>fbXLf6CqT6mzSbXB|8*D`xq_EC>4ssUz6wn1kX!B;N)K2f~paE z7jo5Ce9GPd+FmLD*D2|8+&5+mfUJ>{R)iHnrh^*@9L~eR|3qY3U^qm5N}L``ni7?G z5%SdBtWIZIq5YZIB8tC=qgwqk3JwoTl_Id<17uob`jC|bX0+ZrDUv{$0HZ5lN#iIh zNx(>cu&f*_Sa2UwOZ}$w%Dv zr)*!)*R8`oLo`r-sPpIHB9c7g4-5%|*F_2IS`>HbLH_x*6Q+ATcTdn<_X_zp%&fC` zn0@dKsh~_r(OD|Lvo03K!e&cRx`N<%`+)@{S>*G&g+lr<2XM}d`hw_(MYTC6bzw;a zXTjHw<>gvv&6@YZx)INx#0;&vjt+a#yQ|K|Am3E)k;MiD6Vz|{W; zr#u=_x29~ifN#HWv|j_kO%#!0)uuU36H!itV$3WX=Cm};sRNP#jZC1xCFFl-ngRS?@xW9#$1YR06(%@#wz{)jzjph8tODFNO} zvK_-$om8IZcudyRft1DpsKn6NxIqS4jMK_q3O-7RkLZ>wj4qVT$S*qIeru~H7mSp( zk7pgUV@evgTI*PN^7MRc6l-R=^9gLm^j4t=_>_S&ISS;x*CQ(sRcUb4wuJaECTyG= z$f5#^cS$oC&aC`5b7D8mUC2xl+kw_v?8;vE6qm_P!b8nfEHmSzdwL-SZ zV0>hiDrQ!MRsxI!R${@$;r%lDEcMJv^K}FhAh=WknVsFwAczwsdB}okH+D<(mQ%5A z@&@hjyG1jT59eeFgCh*LX+tOeyJ`pfs^nBh~{Pvww(YB75c}2)39$+Qkj103PlXIe& zr=+GkWm1?x_M|+AVU)H$3q+n^dLUo`00LY=03eB~#F~T_$&|o@7ytgjD6>!p7G+^Y zq#L`_-noq3-G~1eA^$YD5DnTO2F!qVZEY3 zz_7dzsCM&|DqOKZK3Dy(7ds^9nm{J zv}gtz2{o<(XBWiYVF`_Mdw;4C)?}Qsts+NN%Sa$-gL=vRS-}QdzZR*0W6w4rywmBY zyok(JT4r7&o^xtDRX`A%YdqmjLOe!4wEElQWiC<*6Fi)78VHQ|PkN_r&l~mWjCE}B z&vfrO==FNjmYl)BSC6yK0U+0t33S#rZ)qxWLRT>sjnpXo08N%gRupMv5m^EjSja7; z{tl7if+W8#JkAPLJdvg{^eC~i6`DgqcR9_kE|l*9W;J|SI4RHVauLJI3Alzgra7v? zo9UhWT8G#{<{LwVGWUMoJ^~hZ$8W z6cqrU_K~gH!lH;)>CObt#qVE{RZpEwwS80sI$pJrf(n|Y4{Lk?gdTb{;uD}QV8Wo? z5def1Gu~Tqyn6=o#-1y;*tLdmP<=HxuL{U&y2|>AZ|Rs-+}^9Qh2GXYmF^A;bo6l8 z|6EO%ogV7aNUYcmAQc+bT$bp!e5B9)BgJinHCXe1H;6XS`fghredEi?OX^hwBhrB0 zzi4icqYF9!00Ff@p2|fPEET^11p9$N1-Cm>I6{W1hzKPMIlXa{W{x@?%r*;9aUJ)` z_i4D>&CB_8c?Pi@IuZ>*oSN%5?GY1Ys3>zVfePHgX?4B@^Bsczc?&uTONNl54}s#l z082FoYIzzMz%TbfWM$9rkTzgimzu^8jre}wQ8?}Dkw5b31B|PMgMF~+nvqbT_ycU` zZrLtkKJ8Fe8^=swsn{Mq{~Qy>xoI^t?fTgdPFr4a1cRIjs%}U2kczsc!>NHoG(hAo z^g=AeHT&vrLz=Tg$w2rAf_j}{Q>w*-l@EvdA!{bgD95yE=w&B4>GoblhIdy0ik~8I zDQPJQj<#A2HZ9aq1h>7K{D^$PX23-|C1S$6SHVK}H z)Abf#>Dbm58=at&+!0Drn9P3Y=700XL`LTZF8g!qOoF8lUaJ(Y5K8S9nnS%rGH&Q} z(aMEl%eNckbA5jMV#MhDYP?)R`CYzkcX_%cM}dg*tHY000X0K>z}3`mo@ozjmYftpdSh%$@|)eOoVom26Pu8! zrU~N$eq&v-nEKUNVomBV{$w_-xAel=`ZX#Ko7m$(q#|7AFQ!g)6&$hUT4FTB`pNA3 zpJup3p&~+COj)p-bNER@06g>&z?4 z-K37^!=$=B(Tjr0W@R4cL}1H+B0)_WT^#@8WA8(2viN?$mX0yHxm2cI&qN*Ne=f0Y zY}#~i>1+S~tAkwlhnyVEP&2%%qNntj`{G@q@PXbNNu3BK-`R850d4MP?If3(2B!e; zT@?u)kR*IW^Aj}&((h9m88~F&zTpS#8JWM33z3>d` zMg#|*37>#QqVpWiK0rJbE+8qqpag!@?lN{&`b3WcE(@3oWK#y@7vl}n3)brfvi&Z% z;uNYF=dDFj4al}#xu{~Rk~ClT8Dl)W<=#;czT^xuBEB41BMPUjiIa8%_wfTgDi|I) z$}21%Jp4G}X9gCJZu4i1pSmB|YPH%q0Gmykj|wLGCh`eCvfGuJ&`2k#{AixDitP~6 zD~YY2sdNENTH!$wG#!=swfg9Ww5JYpw!((h#6K%uUIdh1L;?C9PX2UK zmb@~8wek)(rx(M@Zeed-pdAxu8mcbd&^2LSF;?Ommzo1&h+DLF3K}4`iHp)Dz=(_8 zxMRMbg!WZGxC1A{VArfI|A98zTTTfUz$%AvE}9hf^CKc44wbF{=wZ)S(~E}kEAGrn zhMFw6)qmBN(amXDTvjaZW6f=)N z1YbmEu&aaf!Kovn5`nencTpDs(TfFn=tiUa0OYK-hc?4>gs&K*mp(x^@m32Lh6I%S z5KC0lpS57dLhDN=bKPuYHO1}l!it$vSdlai3X8XB6@nUyK#2kr|D49R>|cbcY2`Vip2Lf*wZ0c;AYqWZ6$IZEH*qB2mncO6QCFU zLVbrSppR6OsEV(iiND8i45jIeLw*=2*-A@Hrgc|b$PckA2bEYu9lxqxy^yhjy1Z~1 zEeyiq_4Ql~8kW+DPrlxVbq}X^((=r5W6*u;i&87fw_yX%*4~~0=%I7=G!j1kwX1tXrkS6|=a6D2Fg?qO?60oyOtIB>7Y3nWR-uxF^AG+? zD;zIXKw|$WF|cCn2f}DAP*2%ipH)AL$x`Bomz_mFDSsJ>YXXnXqZ$7`o< zec5w0tsP(7^CJ^)5-fRG%+Z!!^%M0BJ8-kK5et00ff)omzj$PX#FpwwEHGUTjfWl- zF6xPGQuHC~F^s$OJU6B{UZf4SQk{xHT$wdK5ar&3lo9t8s!reCXZdW2)9ieYAFqK~ zd>#QkoHC1EQ`}?l6zj1W(b07^+I3~{j@{7m2n_}+ofk$BMP{0Z>xduZsJmnhaL!-T zN+6!rer&DfpTxq|O45|8U)q?{jn!f=s^BA#h3%~&ntuciu#eYy1F-oJJh8BOY85am zIQgl8g%{j3E}W4IwkLbpc-qou#atlm68h#E^npzO?rT>LJ+Kv}Y3nZ=98X%-8nx}{ zRbO@Esi3LZXgj^D$&t$bBla8&NCt{Jax>an8zZsjuy4&!%m&yQ?Dc>7IozVGJlOq1 zWpGh~QUTd4tYpCX_&4^k)+iXCDMLNv*xg~zKs`)C7 z#l2r4uv(udu>}-pyWVNDppc)mZppkaRU$255%io!dO?{p@w@kb>)nea&NwBdj6$aH#_j$nPv`{YK)PW%(FzhC)`s%6TVZA7Lz&eWjYEpT-G{rXcu} zMmjJ}V?LUmn!lpK^qU4@r$w18bb{7Td`K zL%DSybS~)03WKZfl+{#J=$V13->wV_a)U#9yjnL*WZZK`<@WI09&vI{9AoNRO`~Ib z1o%r(egDWn(DlfY8925bUT*s5=u^PBu5fSaE3M>sT;*gpn?KeKqb`N%n!UFi-k3fB zU?JCANCJHp5uKp7VCg2p{TMMtQa+_gCkw3_ixIVv5dZ)Pl0g8pp2|fPEx(Ehn!Ie^ zR1~^i(RYh`x^y$mgXcl_`@Cf{V18+!e_nY-RL32T>hGhlx5Uq#X;&*+PG4fLP+#P}AFdvLbNv_1cM9-IRpQ@j)J`G}YiolqRsEr=o z+2lL}`44BqE#Xw46N5dVBFA?d<**kxTE#BWIBwLQFek|Hi>NS;LFEF?*jKo9?3ueG#{?zpP3aURT9{tdeV^*(o%BT>q_#Q%HL7O#QYj?YJJS| z_wrEbU(@5a9D^UYhPS zJuk?y)UAbTQc`coQd-t9PM=CTZBFUhycO&&l%+FQvLlsnRp!TE%;t6Y6iwI(B&@dZ zS--Gfdw4z?I7*C3^^YV!Uh5aJ_%s!Aod~18h(xNCM1?gI zBbnxM`0NAK+dOT8t8QpWq>WV%Oq)rL{y3l_rCr;{K=#Np1MA{eaf|i};KXiapJF9} zrz{B9qNf1W)Vd?CX@T{H>xe-DB}*7L6uL0txuM{lm|^LpbE}aP?q4XOca_u(W{%f-*~pyhhPx}_sS_Zb> z3#iY|dEq9#Po2)fg4$yp6NHqknek?!!(l7BzZL*u5R8}mJayj+BM$T0;~Q4^c<$uj z!Wt1+Sdq>-EXRhqw{dJ(>L={0)Is||&j?|_EP{UCh|rahibw;p2W3|CFQ68h3hv~- z0+=yMON$4yat*uEyh1wABIDn}_FQ~0Wy}QpkN}5oMhXAR=sia`It0tA{{8*so*Jq- zuXfRWbsrRTO2~I$QQ7q&LXK_F8nMt6uxdl(~On zaz}_)O0brASElH4meu-W$db&x|5F;zi8zu+u8eu5NR#j(!{)+Fy74hDEx|aF##K=} zUGLRD0V{e5@F}Q~@}Rj_3W1uu)}$X`@Lo$k^Gf7DjLIBsq{JC@a&If4SV$)16ac|l z_E8s87?zT>k4(ELlpcC)1r_1QviV7>cd}{W^{e93&9)7^YStx_mjR-YD#V#w%4?c= zTxkOVy5EJju?Qop8Yj)XHyX&DRI%>JdP(+&C*HT7E5R^z@n?czz@zpmt~e1Q@`{~a z8EZ&fH!lICPHuzM!w@HUIoG5mgn=Q~BU^qL@jet8m}d0e21J8*N@TuyU-a*pbtc4@ zp={fLpv`el48z}LJq!~%CY*R7xNh?nW%ZgZGzfoXKJSyiTXRe-7yS%I@_N|WOr)n6 zEZ`w_4JXZgL(m0?`tb#gGT58M#q$srNko#EdanbX?IODY&^-^Ao))SpEn;n_N-?m9 zFhy*1X@2EAlk8}v*Ntf?Z+m07Sg!xy^1$UysW`eeO=FG&6_m?9y1ChMw99-29k!Qw zc_FzU2FOo7d#L2zdse*qN@))#ZC1lVx7)JAEIv4j860C?R@Z2mkUiv(I1WcZ3*g7%ceC1C*u( zf6uuh;$0)}-ALxd=>@`PLUNSHS$rMmw+;L)6|R9Og%6<7^^qAw<(He?y4R2L+P3P! z5C{8QP=7QcTKhiWnTO`bFE;Nn(>cy#mnv~-{-BCY)62_!yIy_(|0F;0rPGqC78_N< z%%LaxX>l0{)=yI*I9fuX?zPe;;rb z0q8Vla{ldWc?(2D?$$U%N5__XJFQH$07iG%gmflP`RNRc(~4^)JJ6#!3}}mruoCb% zO_rGY1GIgB*NAInv_Ie{4Ffc*m6udLy-%ZT>cp;t+8ODC*vRD1% z;V4@TZ?%(=YjGT}i(C$O5`JaWFLDtD%*1%fKb6l7<Z3ORDAXN2&8No6oU?!!tEi0OKX9Cw()9Th(TQU|ZI zgbmob7Gz0*ef`u%hQ`+fymi3Z88imMtsRBgr)v$|%i_>X3oZkX!vKQ)2fmIj((?b$ zbK2w?k3`0{uf(1fw&SH;bw`MXE3kKQ7Jz1Wzx=1$dfuSQ0S@(U@k82g_^d#7Xi-gI6*uuV+7qFok)-)ADDLWFIs8jr(_YN2#xPZs_leXkocg z000R(K>$G~vXMngEB}O@T{G>9byAibr6ysdN@YJ$Y4#TBA9$M%E8M8iX5?B&?s~H< zwF-XF|KXot%$CN87OC!(=#BjTwqmW38?Z&u@N!cX;u)jV2@PY#(&PJNDAe*H^HBYr)rqyl@)$jf{l! z<4dx>oDx&b?NWai_McbULeik0BR~c~kXe?F$EsKyhK&@u0<}}@UrjXp$9AK^mezTn zG+y>j`t#5wlfJ}NtjX8Az{%FR`AYGtH_G`p=@VYjAiwTn$ZOEJ@|Yfm5OV&N48xl*y{mn?c%xuE*@o9 z0Jm4O^wF=A8sL^N<@M#ByI@;)hoEzGgio_)<$FP&_lB=vB zC;lyfS!UvNIPu-fwe!*R&fN|_1k`kMPh)^J7%<86sep#|1*-*rMu?GNWZo?L^eLSi z?|g?k$d{nSPytBx69r zr7Ivl$f;;&_ojsB1CCQ!bSjYyG)G}WVNWQaH2^%+v@oLW&<+&U?~zVe@__7Y@xhol`NcT>9FzT4N2c)ryh{s6(BvHnTz`39YwXb_yDyCla3de&`PYa zls1*EDN=-=p=NC-hXYnGeg|ty-gGFI z@7oD}(BnGlSc6*6&PZ7%>E5-JTeh_Xf+iT=$K&~+pp!x*_n^iFp}oAe!d?K3;A03k zgCA|M{3e1a+P*tPq(@bgi#P*Xp1K3Fs=LdE&1UesFjCXKAF=Q49r@^PnM|Ri8KXz1 zncivEN5sLE2p#4h)O(-xHz0+29k?O;F_4#*6oB{+$bQ$tayI8fz~?5*-O2w<{~1l< zNHEw#UcHo%6rdQUS^q$;cPs}SiQopb9^y~Kne zP{1(-GZzVbb04@vkR*62>V7X~mGm0P;blKqTjCwhg0s2|q% z26@U!X}Q2po8)Kq`*FgK3aLzdiRA<6{@?5i+*P-C7nsc$z22>^=Fea? z_v^1@2twVyz}Q%KO}bK!VCs`uZ0i_NTX3@e@oSUYiVtC{aUfxz(%_AbAD#jwHIOg& z(CZULEtx!Ho}&5m?jj{k&>cfIvD{JaOT`ND6WqgW0fRoT1!=7SM?j8Cxo`)(Z-lXX zb8qi#qK!#H92QXdd7qAFXqFk#}Sunq*!q!SkqKg9@6=;a87T&RsNlSD-SG+}_QI5fW+F zh*CzM$(REq=%+-XqZze)-2LG4*|4oEJy-ShDtMGRqAQw?{Tjdvo{IWHdx;@%6)l1B zQzR(N64vxw$ewDU&s>n0s{*NT{)p1)An}9U(!@}%rsJP@N}7x6|M^tNhv80fbzIQq zt`1=q(kB`|iC|0v^qAy(;vys2{HHBrsWsmKaVZQ&+Qn8?0m{_PLIoTT@Xb z3rF=ROkthkK&GQj3SkJVcX7AWXnoing<)3<@1IKEUp9!GXO-Q zR5@$$_(D71U+e~}Jib!)dl!fj&=8Il$!K=WRX`l-Z=>Bd+b5ePKfTjs{f(4mI5+)BEyX)R#gxR9}cK;z$HOi>DXm_@45Mvj3DG%fDR&UZLVD&-e~=sIQ(8y9$3z8r;K6l zxR(cml>Y})jr&yU5XTjxhoXOruk3wNnKYxge@|ETPxv6|PDLmkE*`D{5-D!zpk@?G zfXDx#pORfZ{G~K()mU727Gk}y%@sRRUI7Hkiq;wn5y+kQ8ywf6e(=WAHSaSrQ@||Q zu8!03z#+h&)0n;qm;cr;o47pRBI7p0{6hc$3d=zNRVT8MMN4mshT02e&n>dpl*3v| zz`Ih$3ya120@1fTZ1+T`+ws}p5))I3)viy%rapk=V*yf0_03O%y?aDQ`a4l`0UZJoag z1nobW-Igp7%2VO5K8*ZOO=&YSUW6n=n@Qh%cjB@Z^#gk77<%P{RW-frrVvVSu_Uvt zhn$6@p_l?iS}fg+9g?w`a%vY~TeLp6#1_EIyHMR+h5!Kj5DJ_|7zxXGNNSOChNO?k zMfnxJLApqbtDS}7++4Gx%`kr1K^L7ci5hfWBoSD2CHq6l+XJNLPd&V*a}`3b@6L}c zcZ0kiWU#+jG_Z|BY!YSku#yerm96Zd5Kbz6TvBZD&9)zE9Fj+q@~?{X8>Llh*HdAl z!o25GL^EsCnYSu!t@bdbJfXJ>3R(6G6!RkOxDO4;q&vZuzZpLxtHIQY($t7~bhWT~ z1{;({w?#(m6v$K3XiTE^PW{3!Byp?3Tjm=x1MKD6aFw(8D_YkK^@lObOJe;na2*an zZ31yT#PXzlgojYBQTWhSlg?CZ2-78IULxd@YxLm=02CLE;pAWa(L2dg;YcwqBcnQ2 zrFlU&Px@v~JjuO|)nTUfD&C5i$2J~c&>u9TJLNO$1Cs`zp zSiyg5;C2w@3lnBtg_6c^ zij|9H9>>Iu0QCt>!c4YY2K_O@UgAnE)Xr_+whn#z)wB8l1`=y2^QxOBfKPI9wH`Rn-7sB(xv44>RV;RD zQ7*Eq4&UNZW6ac-Ez9!SYSo-DihQ1JgWnUx8{u*$a;l9gRXd43jO{tLOP ziud%)2zA4;BJ}L~anXnSeHJBF_byM}F-uW;u6zwvZiE&GUCj!q(hiG-7is|^sDB=& z(=|6D!y&j8-X(!dovN6JH$_7VX+sBu>R!$8X+(hGF(xb?@zQlqgX$Lwaklq6Sb-Pr z)dD`->rucsUK)cUba(%s7O|;QyhEeP>!LA`H>V{vFTr0p?`0W`Mx8w$Pefu_Xa*F= zfZg$9;;5$_h37v*&oLOd{8aB-e!t~+A>^s&h1(U|?rQEZxqEpE?fhT-{Jr{7*iVY< zlC-q++}S7^Wwhtj@P&UM5j{XTBK4crL8d3r=9Ajo@M1jMx14d8+KJ!tkQ1LdPa44Q zH|0_3;o8ssbp*a3%>ss*V;POmh#IR#Op{9GGzi3L5V)=72K9cmu*T2EWs&$q)O;g~ z7F36&WupQpE?5*`lRQ@-2 zqLMaRz7-5wE;-CEcC70>ak*6a)cSth=hRp9K_ClE!r(1g=sJfbxI%l1xz0na&#K}` z7+XspnIc|rt)Wl28dAI}k&QRZ`ji4sl$0?S0TjdhKPD(gBttE#&}#C3TDf70jazrP zoWH0%SuPU%zhPe2pi~#u_8{vL{MRj&J&R1)wzSVFAw2wXCyAl83c0y`qFj~`FW#E|^wvq$RbKeb5YVv!E^CJxtAW?im~c{i`^hz$z_c2GLg}olfK(}O zVk6H)WSIvQej_AbLnlSjA2S|xw`Vf_NCZ>D!pWO)R<=Dgo9OXMIJucOa5Qu(NVaqp z=`U>Tled>OQr=RmPD-62HA;;bFcR6gP9aX*j-o4smGH|H36UzD9lMcgR)7lO(j2q) zvu#tw^Qs2)rk2u& z!y~1H(LUWqoj^7a`vQ>E?`mSeJuXf|~9Funvr18DY;+Yj_;-I0doe~yX>(j~hLgc!X7Bzl$tjZsiS zq^FD=)djs{{Sh3Hn&VIjV3ukrGw9z3OE3I0mC6ZaKdvsJEZ|G-DiK9qoc;zWPPpaxDvsb{PkZYso|ua5wzvFO?JzC%ZMGD@KS zjHEtAR!gnFs}3(0eQ;+13sAuXx3$VEldW=unH zVdPM!ID1*(G{fUc{}|)7dBmZa6lVVaFoKJY&ZE7bOZd$&S*fB$*gY;vwB4>>)xC_d@ zN6bRZx^KvCs_3ZzKbB;?ERtUA+-B}`(}KG8%rQo+=I4t$QK!hE58i(Zw}R?0@iA1q z$m@ix4XoSjW4pU+9w%GmNStRbhSIUGamS6R5P~nu_OF)*czXY2T+Yu>wQu zrD6>&Yw@vPIlHnut`<|$(r&t_s~xZKmv4PbvI^+rI`{*zppsyL!~Dw!kKPt)yH66t z!OrT7Ec*7CEf$ZiG~p8-l1k>^mlk=_0G+#`Z8_KN({t62!hHSS+QKSZHeS!jT(;mn zP|4`_(sIt+z>5$@6;e#NYj8Wh&a*JKGj5lC>8}~X(9(kj7ZpB>31^pRnW@9FE}TzO z%N^1;p0aqmDz*5;kHnC0%&BHvd!HJrNLSip4=$Y|DI-nf#d*iA($h%K0`5x31YXd! zM11_-h=OcktXWo^IxP%;L`!_PHVB|Yt~a(5fE-LvM|?P=BQa?*?OA?V22$2`wNKmTH~GcPcAVpKp93TCM|<^(?5^?3BHi2tR@ZQt{dd`ms=t-Tp*x{-F)pkGG%wq zZWo2c9HwB)$48LQp(>}jf^1lrhC3=a;c%DGHUl{9r9-OjGERNQa0!q($v}_3Vuaa4 z*fEmFw8f%Q8|0snk&hT+giE0=pM@O(2c|u}_?8T$X$7q^-iT7~!a~DBgOKqK&H5GA zzz5vdPU=agpC_zcw2o$ls^ENoJ*qGZp!)DsjB^k2??{5bc9Oy#g*!n77w|_S443lK zL}C)Gl=1ra?X`tvzpv#b{)3S4m1rG>GkReI0Qt=?$Rc_%k@yG|DSoa9n&mh zHmsPF+##iG^iB42{>48m4ayz#fsF90N^%nD$O$a4-S1YVpu(er_K;~XLdc{Ual!oG zvJIwdgSF7t<>+ATQ7$(+4H80o8@s+d5>lt(>B8Uxp53OTvbi@^Y+jY{e{hfq{-Fsy z>q$c4Jg{q6@lsuxeKf3>cp5+aq|gX-jvjX+$p@(0458cBwbTTOy9C1Q6*Bp4Fm15R zI(TK+%k;G2aT$(tF>pqDUkBK>=lNgk-$5|$b=NvV=iRm4fn7@kqquc78db$FD7&;F zPtd)G-X9}Q@74|Ol5ZGZJ6N>q4(l(zpokq9mnP%wiDnp zlIcOv^^wzo=_S(N_u(WKKCP8@CRM|~#oCYX#LHt!R|NO%_0Ib2jQno`^ewj0Azd5fU_qiY;j^d zDII{RCu)7eD7&FeN6Yr>kq)LtDMM~PW6CftO>#-$DQ|Hwz*3@khJzO0VU$>pbM52~ z829KJW_)3L1R@k9g%w5Qga{6Xwh$T5X0)8A0#0^~Cta8T9!`4@NFte%*p)Q)h8WUhS*+K{J0nL_8$f%+ z$8l{B-92!5jHyqmJ@SxS?XL0?Pd$L~B4Eh@yu0=Ab>{;ddHGE?&jCRXAsx1yvc+=$ zbdoY))FPlon0@h2(iDh{U~XEnoeYqPI3RmGUiX#SHfQvGA4RFYWbujKhkDz~hABv@ zIB~Z(0WytxHa;Q>tnIvNB2Ro`ylzO)IzU}VAWz@8qMBEX4L*nN-+FV?bZ&p{pX&ZC zasKe|13G+f7=khbaiwiNC>3-w^QE+-1~``6Z|6aNQK3c_+<}7h&Xrm9I*%6m%Rp#& z#63yKCoODqZm~Ss#aKdN`^J!x9tEW(2Rt&?xGkV$=#gU|sf2++p5#eGQ|<{JsnL_P zhl}u;k{SHlB+` z`eVU|A0WrWU}FZ1vE>o6nF+2F88QALSCg8(AM?LqWXW;;C)Gd-_@-Ip-%!_hz9`9P z-3~tptf|ojSiES>$0H*uo0+2^$U1psL?FFfi<1VG_h`MP*LQ2BKoF%lAV0W^GyD_W zpbM9)`if_2+Cirrk$BepgWrak5lSBs>wsA!H;=h+oP~$uV`2M{{eo;|G*R>u@smsF z+f$RAC0o|O>|v7JBLBaX1E)iam4fIMp>M2+h0%(W9eMC$ zT}KOI6e|H)fHu(#4kz3}b)yZyPiA*^k)U@H{PR$fcpHk#tEmvUvoBq5!p9)zm4y|O z@nwrnk>D8$!E25Ti&(hM2VrjqoYswk&hbOyI?tzOt-6R!brsco3W=W)-jYGYtDnIV zs>dQO9UhzXG~J2<)6(lzFqHTVdQq_bmto9ITw5y%Jmn#I27(4<_=izt--b3(?QbQ* zfgG3illebg>^c7LoSHr$AYn(JG1O408jM`6rTYMUaUf^`-7fwx)jP)aO#KH`zt-6w zi)k|IaA4FlR&?aWeyuiOKG1OZ++BWt*vWd~HDZC&_E@g6)n}F!6yU@UELF8BVH|yAwwD>-T812Q$Tf5|?6na)-$H2yAiG;!*+?r5hdL zA>Sde?7n3+d+Iwo+<+HT`7<+xYZVr6S31>YZOG@#31VGRK>xu%oK>el9+aHmip~0p zn%Qtbz5!siP$gv) z=%`HUYxS)VSdIFm!}YNm1iyk9%<{O!2TA?J66gTr;w}dz6(5 z{!b?NzHc_g4O;cb>|M6ecz$wM zF}1z&C(7hBiCpN7j8Qx!=8OsgbW?3i_A(u)(2(L>;6Mz16PJxcd8jJy!mWD5DNn%R zm=fj4nE!a8lV@<`DH7W*S3@0IoDWpGDnN*ER7axuq6@T4DwlP9%kz<+k*=auLP}5PKvhof&_Z4K;{{5@5p;~w!yvLp2j+`TV zFSFbwrHJ&;eL{^_#wST^_)8jb&x4PkXJ9+(${iy=$^Ba~w3fw5JYk=8oTb6f{4N2r zL@YRoeXr-sHRnN6*r`oHt5wN`Py|XA$u}bUD`bl!ln1hVjOGhp4T3O!OsmO;A)C-` z{fm{e*^V1I?>)jtIvKBI3lC0Bld(V2K2^7|l*7gO(YM1d#>bSP`N z5|m>|AHfrV6=hk_%B;gmRXb4QZHLNEq?tO1l7xW(00FQ;03eC%q)}4ATmKV6U))&M z#miq2RB!>NFso=NZqolv6-Lv}M`c9>K7g+ziuvRsWh1KI|IB_oRPyMq!!>j=JY$wd znP#L9$I2*M_$*%wwbIy<-Yj~4;mp=W&D_CuL+;qBcmk>wPpyQi%9L?!iiV*&tBj>3 zU|IjhqTWL>tcr`u$h8q$>mBJpn2{MOdXdsl2*o{9Cw$<44Si860!zplZ-7l8@g_od zDhnj#(Xc^o#jA}3k)i#U66DlHk^cC_mUfXoCey4P~hVk0VvbpcSoSk^rWO_qZLe7%|> zo={bYl>XP_v*|k(N^&!}M`35fS`0hqG-J9&59qF7)Tfx*)X7%tplkcIS>-L0AA>+% zEAU7OGXS#o{8($4gNgD-o#R|a#3WkO@_}EKHX)>Ft$AI)>|>6&up8eP1*A!Sw9H#9 zPI204i{y`gimtk{*g3d8KEjo&T5|vdRwqKi?qa5PKr{A@5RM>UYlmj5Pw*PA0u_M( z00Bk;p6PT!JO2O-jGqW~P9OT!zycqoi&KSQpM==#o>^M7wm!9=sZEeA+NvQiP+9~Y z-$w+_*^6Yd$0kNv&S#?3oH!K-dtuBGor3k$QTHx92$s>xD7X*R$N%X)-+E7!_$Z66 zJ3Xzoc&pBcw0~D41pM!EMx7hJ-58LL5I&|qiKtceSKk`;{J(zY_sXp#_x*b*t9n-N z=X-0IUr3QT#I#euccoNLwNleyF}JmH*ut+U^8a0R65ijjKQ)AJ;l=sGQbfZYP4GMD z>G+Kbv(T`pe^n1G!3*rQD(Sl<>fwus^c&KyNT)j=`d~Ee7Z4uWVl7`129b z0YHl=FQ zPCinUCdb>Xv=Jk66Y$RbxBvhOP5}Wzd!^9??;OqYo2198?EnC*+xa$MTj&jK)j$vJ zW(TpmEiV2XM)D6daC`b+u>NQkzI_OF?!}Onl-;~*O=Zm?>*UK1>}`E)exoN`U2gG> zS@X#Npvg$_^BApABBA!5YyzbD#73yW|MCQJ2AGe7hMUZwyQ9Ojd-sm-~r78?Dh|_LY zOy?=kZB?Kuri3qn149B@VAegSu1d=20|vcZU?$6+8}sBh`k`&L32Y2|s3!==wDqvw z1Bc&%kMhte)Wimmd&M@j>w?E**fN_U)4^2_dqCj@D)xuR&H`V}dt$Rn_3n^zR?E8M z=Wml>u6A!x2F+l6S@R9bpMOqvG$xA34;xxk-#DsU1a|_sO+s248Cv>!4H6|<`vDe;SG3yL%qyowcCi! z?jX7W0SyU$D)$>Bjyt6;sGeOK>XxBzm+*Mbr=bth25%c zQz7NAlm27-+XjA*)N@6sNM2CL@sMg&WpXYzoRJSsRCWzH?1W2%{P<01(Fd>c4seNW z-*k7-hrMS+vxY-`xP^9(iGP8s5Z-^Pt#ihycU6N}cK=o4#rcaK@0Zf({_FgZ!i}=& zmzm@_$5bT3N@CXOgE4HjkJ2one9qJtU!pk-O0^%ccf?ex^nNgX^RkhE(e7vU3L@RgiGa$29>tMlbm8v9_a8%``|5h zC@=d2#!u#D<9YXZ@g&CZeKkO#f#3K!KzYWzXH=Hara!m!@~( z`*pAfKpxUAtWHWQ#)bR`{%axKJbJ0@Sb*U?hpcYAGMH+t1TvPtlbJ^=nQ0Imb@v25 z@aI+-=SEr0vNN$r+fE7X?dh06kI?gAW(9vW!U|vrnw~ zOMt@sO}r_Z;Hg4?V?|`+G3r!9f~w0R>A)bY%E4xO$kvCNruvlKiAo@vyd!kNXjpyl!3Sv&7ZdS+x|X`9cWY7;_QVy>5C) zIJZaD4^ZRz-s&StA~|Fw(nv|=I-ARENQtqbd1{NP#>BP68%Z<~Z^NAn+~w zaaD&6ufa@sL~1CrYoyX9_^L%uGD02nw$G3d+fLkl1#JD?!|h5-IqlV-)Ryg@ue`V| zzFr}(TT~w-S#aABSQV&tg(Z@XEUcYN(4bIuV0c{63^t_0OF!^+uzG~?btp+b;uBgp z(X$D{fr7WBGSSgaR&l2nGz=@ZPn)4m$WV<~aD}D4t@9)~VuAiVrsw!;3_f;yARMH+8TA zSBzFCWd|aW8bTlD+zvBaazL?L= zN|ZWTzOcxnd%A*q3?LqC*uTd95XLMrPyfh6!!&ePM2_z)O4F({gg}nt|B82$#5tCjs~fZsfT*zK}X(lK>dZE6O6Lo z$4zqag8(`aZ2A&XgGIjn6HBo6bVFX-U}xQOI8Z>JbTEbOZR;48bz(4{58(4}8Hwp7 z@SJQRnM=i{wCQA;W~TELdP-(!m@U*x1Rq~HL7Ib0h;V)9c8vl)V=~aWS!!$hqtdhO zU25cu-+=>mmvqij`#4X2#}UlVWpfgd#okL5?d@6SFKDbKj5(`?4X(O;uat8$wy-lJtVRM@;u3w4a< zen>=sqklBzlM_atMxMMS+t9tyC*~-UC!A4T+kII@>*ac0JF5+ecY&n-JwwzJwS166 z1pWEtJ4{sSTnnhHz9{()J_lu?K;uxE=XE~IYg$eRI#KrAI!;x#{qpJn@Blh43)TCM z97eG+@Ga9eMFZc1`UA$iIW}z%`cXK%SJ%R0_eE?qkT|us^|{Fy#L~iQHCzY{Gs?zu z0orMc9FV{O00-6q0JNUzbW{J77`AF26SBXdGWzbZn_{A2a3u3W3n-&(a*;eav;Q<< z5c%+}Z-`}u&C}GpR$GhBpnAur;c0~iX&~n&?77-@R%A|g@%5dg;oBDP)l!bYXlDGg75#N{@f9%{m7P&ob@T??fqRzOzWvHC@wf7|8hC{Cl)*8W~RTWaJ+3^ z1L19#*-KA2t(cnI+@0OP>$s~A584HWV@k_*7gJKjM(5LXb>n%xwEtk>D(nmY|JlMA zt9{d)@NpJ*WdCHc6Cq5T<3QBUA)gf_5@(+vhhEDf4`qM-CpN)eE? zv-i}vkJh8WefBfCo&z{c*gjek=W&}8ES32sfeI$8_7pDecp9xp7ZN5c@p8yn-mudY z5z>ZPg}KV+jJn@T-J;F&B-^d(hFKM#?0@X$o}Yp5$&?e=#^lEZuutEo3ZA_fL-RRl zkcD8Y3a#u~T&qdamzvswU8jXf!2(Rl*(Nn=qzIUEBaj;o>3z2 zTibjdmb@bE$c1HLy9jx7*~iG0soL79oW^HB1(cMe1vXt^)eQ6}MH`axAl!&VIt_Tu zst{K|Y+FMHT4%Mdf?*{UCg$#3eB;aGV#95~x;wo@CfszF&PzFOMt^IXj9wcdN*6ta+x-nqt7a$xo#HgD9#TMZ{D(k@MLWgd#>G(o z6Giw;>VF~+tRLPb+pJ5MC8)}AbvsvMGTO^hhZK>c@V4A2ABNwTd}D- zKSi6!gltJD$l6FAghQH%G!V}g0vQIo_P?#E-a!d07M$HT0bc}0Usex19ddszodDye z_ci_wI%S>|R${;pI$M9n(3|Xj5a`})eBl{IOI-Y4!;Y3Tsn9+L5bkQ+9J+aoGx_d; zTI}K@LRy7*TC4bB42a4x%Z#Gl3rE>a0qxB?0h}LVvxu%^3 z5(m^{W+NtcTL^X9Hgb+?GBy;tcYew1?jc;)e$}qJ9gM~YBo`BYt~|!~czrP!pCc{+ z=bixuJ$CXO7g{tHV++F6U%QWwbb&E@hl>$$vxS`tknYe!*rXk=S`%?Ueknu%j4avA zoB4a$#hN7;QO5tXObwqI6NXUbRTYrNo?IE1mhOzxq0~X(^U9Sky2PAG*7v{-{G;Y_ z9KICzb@H!}{^*_XanKscGi2IEMrj=8s4;r}W=Qq*TE-bRpiz~pbl2lQYD?&Q2u{xG zO-py*9rramoU_xHoG?TMtBw*b@0;v?Tfr|=0@I+J=dO$j=fZZj=!;hZWsdhm20sfm zIbFl<3=l}%=tr=L9Id~B2=7Tq6~$|>t!G|u5l{H8*7@vayd@kVB$wJyO}rGE3<-GeDs-tV#0iOW8P5|r3Y z!iKvT9#)e#xY-Z1#$pNH@Z1nwT7F2k-?eIE=oFCD&9NP zlf&Aaj-x@_a_hUbW~@lJcL}S}+_?S5@m-fus#MEdQ+K&-o2ot#pW(nvJCyoZK#WOU}S1+_1%PB>c#7c00Gz@|jwH8g}TJa(s zkfjMJ$<=kELv)tWT4lA8y>`D$X3Vm*>4;y{rpJn_&&nv!2W2JHojzby> zacuLr5rWr^d|Z-$LH;g>bjb)#bi3?LjxCWghS_7n*L6E^Wsr#I z@t{M4!2saO>ETUiG?VHOzP;5@o+Jhg>qL?0dC`)55c45J`c0@=K$Ibu?qzHvo-37P=W!z~^ zBkbQX%mv9Wge$Qa0a#d#qr=hjQT%%|X$y^&gNnLM_@&AC^$JcAA1-Pdx}!+B;Lt*Z z>-8PI1Q24?XsX(5u#L#ZoKGFe8(*i+Rtn{HUZ-0eyWy4($!qG}c#eAbLzd29&VoQT z(OaoO3Mg?aXXJ?d0+2hD?q|9&pcyN=Bh5mUBL((M@EX+K?4dtxR!rOJ zLhVwWIW)mJi10ww#Z|vDMsOv9s=*i2dRI%jC23nEfF-o`I`GeqVoA7>u)sgR!od2OsFbL5-wbzUe}e|aoO-z0|C{ZS{x0uE9S;n~m`&aUouNC+Waql0%p zufsf+?wd-7IIu2OouK*)I7^qR&d16ovA_Ju<@LM`_r1sN`ZgbDu%3rd-0LG;#Qc+| zL)Bjvn_<8DNWw4c{aSpCY?rsUFK9@nrH?oH=lYl_jKlYXVi>#FGU^U@qz1j2+t%HF zaco_t)XdjdPmYs>-()_Dl;m-v0WE(=`v8$}gNQnrZ zm)S$LpmF)+ly?&3`Q4hyZ?{l~ug+}{B+_YNVpf_VqG96e8cPU$rV`L!UZXl-R<$fg z0BdkuVNk6y4<`aa*`F6t0vt!H2dXew6(~)jn zl=!({EKbeW*0L5EXqh$ztPBE~hq9NT_OO*6&si7#{qwj;IE4)ZYv%BJfBVCM0%}uk zwY4{$7$Z4BARfrU6K=Mz0$yYt={+nkSNAtVIz^uJZr&b*APTbVTE9G(G0D!lH~xfi z$bp3$zg|6Iz~K*PW}(+kmYNgJO-c*FvPq!+P7!N%z{ya?*glDquBjcPpV{C>xh6;| zL58CVVvN@QY&m#;IC`tZ3TS`aMg9NeIX{cubzMv3Y+G|UIb|*IcVJHO4sYfUR>P@c zvIfLBAX@324}uO<9v?5Rl~);z)sA4+37GxOjX?(vk@z~py{p}aS@XZ><>bc=--P>h zhZnHzv=y6OH+k+2`xf3xFWTCNhK(=jj(~S*PolIeL(2;aGcL`Ls2_NbKlD7w(a8(`ys_nrV?RlE*B6v=IO(c{)DFx7q00o zwEN_4lJbS@a57hyp|A!$+r?SJYATbg^w>0XY4{T_vSU9gbl{UF)PG9{{!nvlNvf6T znQDPtAbBlNfI#$PyoIETqDJyRl)O`&wRxzhuf}+Xv6KFlDn>57-E}_768XglL znQ9)+VUmehP{d6PPlT|&8=|20Z1H&X?v#Q-aa`BQGC|cM#hzpZVko7_xN>A>Y zl`=m0G)a~ScO2$fdCv#t_KpL6KFl0?>lHW#pya3^tb`mzy;sNpv`Ry7F16kOKQK@w zktfk4dsuDRGnBoj3UL_>g>&%+2C4bYOwtU;0aRIF5?Gy5TZrNj%&M(UjwN_v;FcXY zN~Z+H&FHYurn7tjCrNZE30au}5;!ZEJH~&w6MLKOs1g`h4$&lJwe<8(;otnpfD(#^ zalgT^$Aj(%RmDkR8O;2}P*cE1fi5?kRDq2)hh%d3*yxzNg3lF1+>%;NWkJl$B*7seRb^ad<&lSB1dHX$boeWkShi6A`I7qzp_%5^E0UjNsDO` z9{_VejKAhUYxaSYSplKnoc`yq7^=?3dtd&QX^sX{y-98UPkSp$PjFL8x234)+r`RI zAca`Puy#JbBrcJGKv9N7x<-itlChgj6kX7E6M&Ij6jpg5*=T+duPL{3q?FmZK}e>{ z(E7AcyhmX$C}2WkeLWincIF6gGfB`)qv%O_>)=Br1Wi}HA`*(v46ED0Vcu{oTP{&h zj||&6tGBF?fM?c7wd3V&vHY-@$U+jARJlu$v{UNb> zdxi4J6{+)Uw|y3~@#hv-;5Td*_XsS-+gBe+!aq5#xL{VCLr)Odz6sdYG2`yudG>UO zQkW=a>II^I&X5|LbuoA(MbWl>*gz5p{VWSL+kroF@1~D;bd=M)v8}wq(B9CNiu9)a zP|;M@3`_}miP0+{>;ZeD9-p@tP+)Mu;kmmPU1!vF)Sa@e^Z)<~Hvs@uC%Rn}|CGsI zr79!!@gXi>Kt&2GF(X8*w}=UU)%0-?daVma=Ij=NBEDBd;2O9*A>N&kThn8T;DaBG zVEN^2cc`HqG++%TB7Vdbxq~UYed)is&CXYML69qCx)o3e2m0+o!Nc3rmBzcA;p%@0 z*d_ITv-ZXsZ3-RU697_x)dc(tQyG|>$vMzv-`AS-A)AYT{Y|!bVctk?c)dzMkFAi} z--65!PWx+z4j<_bX>WK;Se=7Q&J~gvzOrcN#m2lBhaIZrI4rXG4v>j*s9?w9x;B%s zutlpX`&os8QEYxM8H73fBb(>eVN`K=S&}8jXB3_ixBtO3km165a>+ZTDno`EBSwZg z0+UHd0sX{3U)!o1J2CY+s`LGA19j8=i5mdV4&A1U*2baX!LHH@^6!W#*@d{XlmlSc zK`weJsy%wEr1pKZ^Rms5K+yuE(YIpR*Z?TU+vOGV|Myv*h-=Q3WH`daOh70)t{@p! zK;kTFh2R_^2^`3#4>9B*aYkeF{|0yBuM0Yc9N*C2dy&JfELzJy;Yxvb z`X5j5c3hra^1%w*1PgCJat_TF%d5PxW@vCpQcqEZMf3ssq$r?xdY@9drb8cI4V!BD zz`4&~-xWTMfLYDL7=x{4^OaCNZrI#8jufmHf8UrE0RU$*KU&qFW*AXZf=19Jb-0A)Q(<%cCeXgeM^z5ZF zj}WcXcskNjgZpbdBOP23y%0tIf{_T-ouuA$DUD} zapl@b5nL00 z28%S;=N2^3V+!Dm%-LkmyFB+G6}w*ND34hWgvYkeO++)&45Q1I8>5j4yr1c z5%qr4Ys^7t?<1F~LX;|TV7p3&8b3wV-xm>d0DoF5AFua1kEeI((qA>R93*r1xRTDN7H4^~_XypOD>B6$HS9yIo zTlqBo+OsEK7%5!=1tQ|tdCfOly;P~>e-J4jzs&@f#& zw^#%{<2zZe!fSC}@zT-4z}l?6?vG1<$23D>9Swgvfsd?x(bo$Z@ypBQcxYh(zO?Ft z!Gy`?ObyO?E0%N*OJ97=MosQEPI*uE$L+$DNy#H zXtcEU_y~iCMT(OKO+My%l?CZqB=j7mnDY=KH3>@;qh;yqSDX!){VFs?;d2I zJ8R=65Hq*o;>ZLTIJNwY3lBMoGU=hrUXJRQbSrK2Zw`r{b^m1&+>Ow$rZVuR%IomA z?!!lLINFHTixlr4$6I*wDJWWh`&q~1 z(?XT5o;t+>s*y9RM~U4K8U$}PDFrX0mFZT|Bq<2(9e%Nu6}|!1J@DZn(q>qJwEmf* z32_N+3nj*<+12miH$K`qCyAwq1%^E@dT~FxK0=X6a_aC^ zvzK96IU_YpAdX=M0AqMHM2aeg$;w<_AJ*zPcB8nQPQ|cjGfH$cXl!W`{2kv#SK9*D znbOQLg3VCnn?rHlqn4Mn)5Nms^;yP}qa~lTOIw@>Z&}F^#don(9H&Y;X}R!rJzS;f z#FF~Z9{vZ>7bSLJNgGEaf{WeP^LxVDxts)PxX1`*C5|G>HFe8%;CM85ZQXl1WjUWI z^+LG&CTY|4FUg_Ut3Z#~iJQu%w^L?Nm54TILKmXIuk0nR+UB#iEZxV5In+XDF-nzz zxx@#t000Zd0RU+yx?L3ill~7PyIdzqEG2+L3%s)~L=9N+pPm{@a{X9yFqGHfrW3O$ zkORz5R=Imsdz#hiUzfjDn*&)CIdD-4V(v3VYdg_cQ8X<1=?TG6w0pyVY&Y}K?nK;0 zXpc0&$vXlZE%f>*1@~JepbQ?#al?0R4=8DI+IX$CaZOmSU*={39`Hv!u_<~4Bz&r2 z8bZRCQ5Y@`XCu~bORXHL42P3p8O!lhJC)01CXV!T~) zdF_dQ1HrA78fR}i`B$RV>+i+ofk2ePGG}D`#V973f}-`U?4Z=^gpBX>nnrl)NeUAy zMn4kqd?0DnxjblFbO4oUG#{d{brG_Ue5_fR*8afjP9ziq!6de2JG0pRj%{9cZ(DU|w7=~dI^R6~ zzDO6huZ|+$;}4q;FoT|p7_>HU3T|h9QK@T6M~WaDUyax{3P9RMgFRlew)&wV5;?y)pWjF|nov@^BBp1n??tDJkTm z-obOfVIsu>M-JOBJJ`FR9RKWPr%%-6@?A8e+S3Hd`U-O^%we!wia=1|w;o;p5(WDN za4A8+WlKyfmTYp44`+CrHqtk>0#nd&2Amjx7|y%~l$`^ANirj{KpcThzx~Oqw+Ey> z*e-W@_6PD2fFfP}s*|x#w!uR_SC3}&pjA!|KzuP`TsX=px{BS{1=kEZ#P19^4OyMS{L_WmbiW@EZ(MPG!HQ+R(3nFWpKcm0J-zFjp@AVGae*}3p_VOW-@06PW|+CVlE?`>8x$mR7c z*g3{)>9n6LDW$M4pPgF5Cu*VrQtq`?GWkvCArIQu&Yw8h^$smC*EsYVfVfl#KE|hk zJolhvL0y_nIX0Zc7l{Sy&x5{QBW^~VKztP(RKkWzRLAoCm2m#MRn2wI>P8@n41?9H z7RGx}CB)NPM|kp*O)F(>DV*si@Y@a22;=y2=;PgNT$#9!OHKE9nP>!f37&{@j zKk{#T#IDjk+l)WT6)W4uyG&h$ZSO#hoT4KOg7nKfsdjgS*p}B3e8-4*Y4^{BA;ESi zmUEXN*Qlt5kXYBkrpLM zE^GG46a9_K3)Q6iYj@e*&R9gWs{7WGTden@gY369*V3>t4GUl$ohpd411{$n*glQS z0cF}#3!C3Onh?OhO%F0zE=3Pggk&R4mQfvT^J@~+#U|>Hzj|>bdWb+>F?tr?`6844 zb?-}mE}m*6D>0t>LD!utLs6n8Sl}zR2_AbM#FpKh$vQV+!K^wbgLy3@vZRP?ctc~? z+o+%c)G0_S-RG_Y14(rz-%QBsg|Mg-a{nw@ZYKn#jQ{zQ*Y%Bbxn7Y!At*c4bjv?G zaxG%igdvp)iuDGuuCrgjexBJLZF@PW<>&|ifcqRyr@$yhjx4isp$j#?A?ga>@(j55 z6$|lOLt6!D!KFezLBzDl^N&D65{t6|`fo5RChZMIBfAWINO}jh_QYa*+P|Cw2gy?Z zwlRc!>8as8NYKz}{K<|Te~gR+FLXTVAiDCceWOJjXG~$(;5PVx)dV>4O|(p0;^DZ4 zg8I}`RVnPMg!F|UaI03ETsCDdWuH`?(LO9(C$WUb)!o zyO`P8mj?&){(fn$J4slU^fmUKCseW07lpnE{QvN*hnK3ASlJ<Qj7Ir6fr*n#m^M_%QTfS#=FSB0w8vpAiMXjnw%6#pUdPa3*TlIHjohY|`%HWa1Q`pxPi8h^Y#*wg-c}VZ=l;Q{_E=FT+ zUAc_GBwW%0E`4ZLwPpkTr$H_#7`BCzoS8ZB9J?q{lJVgYQGEcvWXM_^^;ThEe2X4z zT+lf6-0T~QJn$vM$2-*Y<56>YON=Stw&Ozep+k!%8>$X+P-6^THM!1!$lVie6gBLZ zvo9;duF)po$?sLEa3&hG@Fg2He*ysWH(^K+Q1nB6GcO@?u7+Kf;(1*q*pYM8v%j5c z3i((&iLhaD(bwoF6CL5Maa0+k$kXGjavEvJUkBb{kredyu&Zq0)gDlr44X!t`6iT| z1AZ=ks3BjFQ&QD1(d%N#lcxBeMLkKhGPnaj=z%Wp{^vUmY`lII_{S5cxqr;Z4Ti1o zlbCclgsjH>Wic5MWqD23?PCela`0;Ta&Lglc*n1bc2>6g&=^a3w^G+od2eAOmm3sHQTkYA4&75q!u8A zF1&R8WdLyPp|hyyW6@-T_58JF@(-!TqF-SC9O_{&H{w;{`7@2dd5OTnNWuKM%0RU{ zC>(trxi{SV;7t>ts>;Ah&rHJ^Ht0G<6RQdL{v&c4UiT2psvTy}VwE-tyFbz??@~ zxxx0>N#M#iUI>Qu=1MWmPI!eZ?^EL`=O!tI{3pL#_CMo8fGo&ZLi_31PmaNsR4Hz) zfM%LYlajHu**?gepvBeL%4kbjSJyr}O7EAVFsM}j)(w8VzxcK79bASHd+sJ4s`l|d zd$}npuxeci5WWbYuD2Y|e^{qWyv2nn5F01XFZv%qYahw_m@(C1?_jePc97O>%MyhE z5B)L4pO{V)guHb)PhM5;!4EDCG_W9rB>M0LtuO1Oe0!nw-;%>WYu3mde$DXaq>el> zbHP{#d$x-R-s%8e7tDuDni5yTF$#xz?5}e(0*7IJn z@eSrto;2x!aGjlq2Se!zomVNCl-YLZ#SU6m@yd}5mX-u9x-aS8nxP)L`wi{xoAYbB zHw~zYL`p&-M_dsiyk$}9BdF(y5#eV+uHl{hd$+0S$FwVxzx4vuJDFcQq>FQFk3HdV1M zFNn!*JL|=y@3KhK5P@xh=oyIfnE@Ogc0qW}u?SR7M0H}dGDGQ5e^lEP9swqA5SdPG zRc6?*s@4Di0bT(BAc^jmL=(Rx*oXl&Z{?O6lnym0$W}uy8t9|I8af8-09FsJH9?bUNSITnV;)VQzmRBCCJHg^UsgaK!JV>k<#ce)^Rb%6@D!0_s_QSnXI+Au*l zf$!N#-E%QWv7kiZF5xSDm+B+Ga+aC&_C=m(BCv1#r6ctL4X;K}-Jt29`)t?sTIyd@D-80u#5`qI_(svaT|?v%%%0TPC4B1m4~?Tc`fJqKD`8 zDq>{XZ6mUQw~7RXy)EGtt1F8hVkbg7#pweR=e#v!&5X({bBT09APPhf`t9YAwqb2X z5kJYnUZ=g!oyl&Si4xF$waA%zDJFVCkcsL}6lmFV46~>C)RjWlDTSkDE}u*1g8VO^8%%2wlkGq4)p*3iJU1 zLVK;L1uqz4hS0-g^ql}6AH?95i)AK~Ya&GK_I@{*AAvd#>vI9AI&z1&>}Y(oGpl0X+rFIJAck9F=?KI#N%l4T?;Y!%b%p_Y-^~YRbl96 z{kGds*pDZu#ZF%=N1yKL7o`k*$KpRtY|ORMY`}CCw&1LUHh%sxspp!mxdxJW7p6Fc zri&KBB_TQj^XnwLYC~r{xb1EJKp6t;kQBt66VK#hp)Is0*%~`3H^%~<>ZVXV%H5ZF z*KsJ>0&k{e^}SvlT=+g*mZvcK#>%a(;hx?3rxHoRRMzX6|vNd;J4JrT{i}4bs~Ot912FeR6BurY#}frqN=NG z2QcDrn?^uYxjD+THIhBzLy?Bt%nm+J8zb1x31a|ZkKNU<)KOcCRAq2g`rSj6ZVu+` z5%w5u?x-Hc3D$F;Ahw61z6;lQMtgq=tY<6VlFB6312)AFmFF`l!@1?m+^7$X@H}f7D;pT+KcCO^-Wpjsp8w2a?n-g_q74FAsO3MXuumI|D^{;wj-|x$%~P}91*M^9sdKCMvob(qzBo3Kw1+?k?q}PQu=*G zJ;^vgfB1f6egi*i$%$j>XA6`Gy+*@9N94u;s zhsk8 zjW1$EK}PVO@B-|uI}eNjxZ6_uuQ!an|9^aNsIPT~1Rt=u81dREA;!dS)S$xn7zxsa zc9JI>vFD{QD|tG?Zs4a%&tPhu4kNJRfW476uy4nUdu2CkQh-RaXR98X>HSKt650)P z@h2FmIr(|l>CqsDg|%cMG?4V&!~g_A^-P@?ev{`pI zZEYJF{!9fu>q`{1fEwXpnoYo;=7(Rk5;{xfwzI(k)D3!d-D{L9%@N-&*|!ezJ!rC3 zcfE3-Lit64J;oiWjt}UbUdfFCg9O-E-72?NIhr%E;@~3{j<;owc~eFUhIB5W2>4Q& zlwe3s)Jxg(e)re0`}x&ETX_>rD+qrY8L<#Qmn00%xKy91w)v z8GH}voC4dn#Wv~_1?|D}A^0vlK4T67FgI8S(ab_iTWlNi>7*xs0}M9J4aeXt06+!Y zBfBA~z(;Azex@JxKs%MvnC%Id+FQ+P6Cq^+3<#EOGa{k<8RFsFTk)3oHJU{21N|XL zJh^zOIlyw+;VCcq6=iq~br#inJMIugaBBd3#9u6Im?>1uYJBk1JChuEz}5%qag?;Z z!If3FWiQ5pygaqSTcdcg)5C%gdhCD)#&znYsO_lAX)$K6EXSg;7s%)PG2ck0sbowN zMm>dr;+-8w8i+exU^X!zA%y9;4em$|6TEe+sYx|(9%=2PFC%f+4iiJmBoQ)@_RvEw z{G^3_&c!9CqU}txR?+2woP%=D1ZY(b?f!MJD+*>O zM(h7ZJ-@qNKrWA~k{$V-xc>z;VCxtxXfTQWJ zQdRlK%3hgHaWgR?fld-cC)#zp-9;HN$p}}^HDv(>5wpSyB5d?T)2p_{2Y|U~(JIX3 z;J0Mo-ZQyn7n{#lOGZaMH2J0yIOJ}ccSfRJ$2#F>eBTDs-M@MfLG@=+eCo}4a1x~T zI8#Xh)^B5skH=6DbjqvzXX%`G0(z zm03i&>usuFi3tbVMXD%OkFC*WzDHO^1P(x!nK)X!VGT*9gzJ9yBwmGqqnHgj?Jk?g z#M@xX`H6c|ks z^Q)19;%TuVrG3FZ5qSI#GXA>K#yNVdzai1wUDGNCmvQ#M=o6#+JGo=uv-g|#_@gcg z%+6RV#8YT2Sw@3j=g)GonnFD!fIH2?Y5c{VY-(XPokm{Nj0F0Sqwps>g14CfRS~I+ znp_;295RWrRce)%GK>&|*jkG>s73k`psvA=SZNI_KJ@%NWH9kg(POLWXIetpJMQ& z1C^FNk3IwOHm9-^qM+7)!=3-Ib9ayA=)BK>jPjpOR7>zKRkYz1r19nuFbkIs+QQdl z$7r`U?G_rV?P{$VKwR>EP*~LFownr4;<&*LNEAHl_iZiDIE0!+7R6%pKR!@79MY0_ zMTOa35RJ55GUXL-{zE(M`XZ>FLN$Duv!LvZ4gNx#cKD=5aX&>qrIABy$Bw7lTSlVb6cYMrl8ENu-v1r*^4zl_oJ2&V%t~&AWMsal1(8VpXZ)5zO zrJ!9`z%*pJ49(VDD+zbEt$%?O*3+et z=q?sw#fy3)vDR4aW5n>i`(d;+jWssWEJc)Z0+^CaJm+a-{5mZs z&H6$_$+LiQmVenmdb%ZCR2l%~R{Sl|!t}mqWp&1=Vc2kG4|V$HK&Xa#vUByOT_9_! zy_3-hx~TVzI{<8DHk`ayyqOzGk7ERGtyf87db9bc97a1|4elTYeNCG66k>#v&|CUP zBA@5B3-~mIb~{M$*W1`!xM^1t_YI$GMe;hH!uO7h9Mx}zBZ%VK-is!jUdFumHZis5 z&=8Mo?BNP?xNBEAqEPj8fkEEK)~Gwr9O07DTi(=K zezCXN2Fw@8lRaK(cNN8PdruD_N2(G&0IcC>vu)t@eeUeD^)LC-vKK&amwlSzzW8g? z-+0o9wH$6j`F#8C6*iC{afRmy)RuTu)YOfY6dEecpM5sntdMaOiziD~|0h_2mDc!x z7K9rK9T!lH<-3&zeVp{B5}n4`P7i%d(+BWUGlbGc+jA2dCzDu0WnvXg zEVR+J?IM3)NMeE?Ab?S|QLU1LugDgU1B0om0S*>SgC2Z7sue!?7n!t7qb4-j?s?A> z^b?z&Bh&#I3FKD8`8{hSNt9V0d(1G36`%s|58f9wrF%I^=LH$R8$;Gnz2;6?(#W*Fw1(x;>#3PE^!MGO2~Oe=lv^ermZ*Zz;YX~K z$!@|8Jdaj+nZ#mXI~47X;Uwjx^u#tJ@e|+j4$085(%59>ioiIV%<_3caG#6*g(c& zpLigturgMr;-0)5|iZCM}ysvNrr@VHFFY;zNpJ>GN--S3wQMPMir;? zOpMD^n&-%EM^U1!4evQjHR9`(i3-y}k`V#6V_$|UC$;R1zdWu`&a2=^XK=YHa--tj z_W&HF+u%p$UU><*(tPInb0&5Wq_(9y|9QFv$7NtLT`FKz^l*2d$fpO-do~NEUBw6< zRv9zh0CE9g{sZBuKcCtQx5_d>>I+vZdFHduAFCk6to2X8)k=u1pjuu-D#_9VF>!0{AuJF zE?XX918k>tFU+SFkR1%jAwJ!`pA%mVr8bTH(wct`efSP!FvpAtzyJUU&jA2IC%W33 z|BjhPGLr(sup&oa1)ku}oVq9XwDR3j?q%W5y?FyZkorHu$sV|g_oE6IXx$W-h-4n^ z&|&HNk9AQl;^|30P+j*^2e(=X(>KFWX9^U zxsT#qE_}W1daeo5^WSlR?PetQse?p1Sh*76*{dVm0l;-wzX5f zwqi#-*pl3och%W?iT1Q+-5gP?>w^+Gtf>(mHlOE38Xff|F(|$jQ7Xm%PHkE(-Kn`> zqZf;+oz4wH@z^ju1d~7S%^vmF;L*HIHKLX)xuW*Q%}cvS!hA-g){jo{7}VV>CJCbj zJs()LT7!4W~8 z&HB;q#gR~GAg1YG6G$WxtgeZSdZFjQ(^?OaK)19L{Ql9r6T1a==fEqd?3L3QKHo{p z`}eyJ8o$vMt*k~8LVTx?RDAQTsvTy`W!EtaOuZzhlN2{r?kH~n2xG}H#uowVkEsHF zv*O!l_k6lw^pazz0LK^s;F^_TG-=$-;Hm2xj~DbGMjam@QUZ|+K)q8x+z)-^O&D_z zdj=$cgW1Y~L&HmQlZVq4MBM3Ld}U%pM)7cSVVukxasq$HrWMzw(;I3+1AWHaf{!7K z04%rcZmBg79QPB^c&7!`-UZ9-ZwJI2OX98ngkbeblgI6q+mK**@1EtFQ>VF;UZZ~Q zJmkp@o#CyDOSp+#^Wwm|J!br&nNe6R38_}Jfeq_ErPIH>gsSLYx49gf#V?}>mwxVp{^s_~Ft?LjXAX0ocYOVYIE;1g&N6>Oue}s;QH3*lo|GP=9Osj#Xw-nHV4j?vlC&0VT%KILg1UzVY3fu-718a8PET@~LfJtGxTx3} zC7!Zw7f+h^CLy$bqV0SX7X^~=yDT7yGdn~=(~ZuOkTQg#hN*I}Cu(TCr#Q)o|5jXg zU(RO9=)LRCvFB`6+}pU_)U#r8S#V-W1m_ftU27HX?^(^CAUg2a7lw2=nmnToPi*1h4!}Q~yw{=d z$i!qQ)#sO%=egq-+`iBh01d12q)yvnyV=KKJB)*yEh z_=qxnG@tpcgtIljMOXih_jpBi;uP5wqjtHc3YiSQ`j%_=*3YgQbO&FQzHbYRmF>e@ zsC^3IQHaGoR`a2<9Uwf^1$}P$!vQ0?W(_F9_hZfe?W_KAFVVfZ!MZI2vke+3EUU*E zVyIlzd%eS~e$c|5iTYV(Yx9PmImsCELl-JLBAk`YhUfWE8Iu;Qa}ZJ`hlfm}IT=Nw z+prO_SB$+gFzF^ztxTL&lWld30f-f1n*@MJBKFJ2mO9JEXuoOrS9b9D{dgT{1WyEk zZE=yjD20l|QRf*b;%{Y5AMYpz1j-sDSaws;q)Ra9&Cra{0)KrF3eHWiZ`3rE%{5aG zVclwbQ|AiUO%GMuBZ8KDb30;vaeF&_p;*PFT~GeVRCQo_gYtX&qiHL!apnT~{p0&F zHTPd7?2~=jq3);}?`L%<;8N(9i`A0NOt9+i^}EC1^K=DBo_lpomhqWy0JL0K1BpIv zfhWf=lp8__7~Kl2C2gRY)Z7I>4?m%hDl(JYbM|U<_?yiY94s?I;`;HO{$p6!_^P@I za4k6nBHt7Dbz+8HDS)gTJ&ni(l{PW<6R;pBe+vlQ>UGqF$V~}$SOt|irS6#<#m-xc zB$1vV!N@NpT%RQd>*nZ*tz%TV;Xax=xvf?gsRghy7sdtrY<_JeL@lS1fXA_$+&`^( z+`(flN-S`n7baJNl4L(3Ih z?=yb{1ZdkhE{jNKCF0I3{vRc=oBMH;pEX=VEh+7kg172XJbxeXwIe|C67SdqyeoJlVpq{lL`@)%&^3SHLZw#0JjW#9lv}@*352HiMkkuDE zdJn^{{9~ynVj@oD-Y6Ly^puygJV}(oZ>qf`EAiDzfnEpy^)Fls3I%w-@c8s=385E* zM6f5_=x05dW0Ppe?gJ=NdW!JQIyR|Rc{OcdEfxFmqZW9zc>Fs}ETZ!}%x=n@LCQqn z$L48*V`ljhxFKtwSE(ktdsIljO}!)k%p*V8C(uYY!Y;o4YS@c;Ml}9`AsQy^T{6N7Q4Fk-b%5+iv{wBs$_gL44ymfl#s2j0k~@HWr zpEoxb+(OO9Ph>aV$AGLN*T~!s54|qoY*^v*lu5%112^_eEMgOb2UrOUsWNYv<$(M? zqZx8zgnD_n)kSOHpz(9%e?3brSe+Zg0wbz2~bbP5|3Jl&SAtt1mMcSEqv*_ul zG<^I;{gN6}GKr_q1_$I@Q6%H>2AYBiJ0Jc8NPT;VOvgH3Xge3jUpO_;WieK>F+WwZLRvfRsbSFa0nM9tinfR))PrvFLg2dNW%X}i5o;ikrWgS+qJ*Q z#`@6m#IfUIJqs)ikv~vi01J1&hh5|8w??>Jh6;_R@aJl4HnR$ZV!f3rGj?k*r5Jak zmq&|({+|kwEox{zNDo#gkK=xl;PIRH+0?|R-cU&HQr3;TM3gk_t0yA3t_(d_+hM_4 zaf3*c!2{o0;%_t?r6SZws>sV+T$$?!ae|p*7pRxk>&_)X+zd*TVyIf}_w_3i`?RM1 zmv*%E(>FDRXR`FrpqC?Q1v0AdrsFYM<`LbZ>l zbVG+#*%5m-&S3})vlhE+EY3o~ljganj#Xp5?+4iTRkr*lqN&mU^ocfciDZgG0h{Wc-WT3Z&M z&*3H@I~C83K`|rQ0!Ca1VQ)VMdnQ5pS{?yRW>^Rt*qr-R)Dg?PDaNlD*;yFbNwFOz zaLEiV3c~&Ael>ytd=aiAMW{$EKR^kYlKD|i_A>PsM`{R?F@eP5R$sND{quubx;S#} z9$GKI&E0nD&$l3O4DOmN2eG{6YsOew^Kxe-tRfkyrwU=YRInIl&xBet{>+EgEEr?~ zw+QAoK1wsSPP}SH%`zQ^P~1a_j*>6YPVr^j)#N?pU~&I>!r(hDMU|ITE74N!P&mjPe(x%WvHvc3>oPha2OtEnBfcP#w9j-a&_B$(T6 zt1xlhl&N-AA;|(N6&rz0>$5IAFoa1i?TUa%J?VcNW@7Nx$-jMG_^h2HQZyAGOi)|j zvG-V2hC=0_32Z>T{cMSJj#xbkex7tkmaut>aVvRn6vX?3K=vK8KPk+mK&?2>Le^sh=hm5KDKbH)ZkT>(8ap62zeN7u>$LWdn-k57Yh7wynHNU~Ay(#eah0@u@? zS`}8MU!u4O=428E!C^6bgllZ8Wdti&HN$7JHWq}!c#_grLYpv) zbt$rPmvK@Z_GeG-naJ`&SfF0PiGoW$S)CcXoap*UQM$L)~V5(E)q*YJrH0AA7Jd??AQw{h;ExsB;^bOaRsm)^$qR?Rb~a=Z4o{~TcYT^5ReiR2SmF??7YU;lZr z#M!w9K?dwl=*zn|j{&=Y_%1*AhA}DRptvx;J;}oWFGkja?g_am6~?1PoCB-4U&)(- z~pEJ))nUzFx2#W>&dYuGs&Nc z$Am()4!#)PDvpYm%X?vJ$fs$yFn`C2nO;F1F7Oml2dC3o9Z%UyhGQhQ45@>OWVp_y zk6?aL!Ai%-vfn`4I6JohF>Cj@<_LBe!`{0MhbT>|+kf3?kUsDG+kePnQbn5+=4~iU z*P^@9lU#A3BS5HE{h?L{3m4}_$*QVDd=7Jnz^3ULPpKY;Ubo$U`%&C9M9nG6IXfcshzFQ z|L$EEc~Fwx>G8XGFGpClX1XZ2FmGR z)~$hO?t>ZY8JHJT^RgVK68Iv)arZWg3SFfk%9Q;3a~4)D}UYUYk}bZWgxow6vfGoPBmj2NKAL#kZQcBRMKZboXCmBB4rDL43uOfb^ zJc6N;x`u?5pz3qs6iPNt&)nsly8vZCn!n{#hP@oHYT1^9ZL1LRmg#^&KGs7!M!DKgBQfZ3m7EUV?^T(_YZot~8bpY&6s4Tkna8o2)(q}PJk8>Lwj!X2#+L3tI z1`W5R5<9W{seV7$VA}DpqRu6bIjjXJW<2*e&4a179G=8>O$b`!2WC7GyKe=~LRa(w zR!0+Cj;469sB)pP+qQXaf`T`*fajM0VUWu-M5A8)@R<*7d|7E|Y4ialvf@*yz&PYJ zE8CgG6Lo3@FcVN5(y~vrW#x*C7!79R+h!@V9jWC|(nXj6Xa(B~%9 zh`w9Mg777O{g3?Yi;cx?fj7lRfA$h|;=VHW!y2xf-gvY$laJMb@tbu25`OBkIa|hT z)BRMvLa>?%oxPKYS}I+h7J_ z25gwiz%Lj~m0L}3$|%r{YN$imj=6xRsD$cwK*=yLU445jPCZJJZK5Ev%*v_j9a z-)p@oETNvU|5l$XXy~S!4VU%O-s}8|u^+a4y?ovmb#)a?#G#@G_jm7*SzO2+8E?iB za&LUdTn0*OwzjA$myuFphB?<|7-uka$by`14{Cei? zA`^X#J={w!8~7vYQFJ~jjgCO+K%%VB0~%#Q$TWVk9eqUcYWMLYW23!s05LrSaP?B- zK!HJ}c(kdf8$F_j0!s3XoA|p44?Crih=BtzpobIw&TjKNaR83gi^3)fpbD^T{Dqbe$Qvpx%VdlsQMe?hI$ZAzE+vAIHz* z-x>)7k6BjNHn07OtPn2{!f1oY+SSM&U?7g6NK0X#1zoI(D7Zc}SEr*-3<`YDkRea^6e80_pv%P)Ii?W+>{e(D$&U0g}e^7$AI zBOrZ9c2A5HoVn<(tNmGNPR2ePS^M2c37i94r#-T$Xf%_5;==)T(uEsGW7s`vXdny$ zaeiOpO83kCM*+~a=HJeGIC=I##yFr)JX=BT0ru_r=XlAbV3i;ua0j2Q{MvnLG56%a z5@+*3J{hT15mz;%&Gv?RWkPIeynU}gAoCl14XZT;WSgU91V?mtl$rXE*VlLQMDvPv$2 zW7uBC`9EI^8@ZK=jP@{SqWhFQ8vj%rVV`0bEIx zv!69uduBD7dV9<*sAiF~-pJlJ?VauP15BBG9QkaT0!+xELF>h+Irdlg*(n{H>OK}( zQG<4q304ny4y*z*tBDTqWr=h<2B1wI^lXa)S#@LR6aR^yYx-Px(9#{l)WVGg`p$mt z;Gd690K{g$a#O*+~ioCkv>M!D4JcFO!q%4odOsJ96b{UO20as{kg*f=xZA6U0= zCfIu|tSFmX(){eyM-fl}ht(R2bVcWw;F@Q2wSQvnpB`8qP=)=*AsA2N_dPtI`2o|C&0}Np)G?0c;xFf1N(yDjHwHOqI^`3C0s0uRtqJ4WN3f zqwuuX%*+VW+xa;s7Qn^BXCJum_I6OZzhGGIpB0<$_mUwZ^xmA>hynbS+tVJyxGI?Kb9z7#Ia1wZ) zJNhSguU17Z=L7M2gV1S|Lp>&df{-Zt4C+4}i^w z=RbM~m3P4*V)toBTyaKz4Uj|>Zfu@ixHJ$yK+@6$PE^W$}FiUJukGF!dl1^2sv%<`{*4g4Cm2wSo-ZvonUzvbNtmT`FDET1)@bjANels+Z#8iBd`#2?3^@9DE zxVt>r=^7XX;Fti}Ta`m=DxMbOV(;dsd}hyMSj0GmU?0%eUGrGoo>hjD%{bpyL!)v~ z?B8?GRXqz=C4o5V&q5j+{m=AMwC%C4M;fwU$n3rV$2}MuUXv{A-A%q>C0DmGxce*b z`qB-gjUAuRy2oxXVg=9mPaaqYYcRF>Wi%=!_zFyD*~!_C2j&G*6Td{w<>g$%D^>M? z4Pw6f*(fElgRvlpWe%$KTC4Mp5+OI;-|H>S?aP=wU?PArfDVvH0dw(-(6IFoIWBj7 z5fUdqcy-{Vln%CTlJuuO*#eZ%&wS9d4taXA3eFf%|)A=X(`5Yma8 zDYKA>i8#vFeA&{~--+S8jbbI`nrU^Er(-!+WlFDltPJBuN6v(_@;jc#}c!fLM)O{?-p7b;VZ zi__6OkQm*ZauOfIJfHvo0a5_~Ac^j_q!hm&JlFsb9gQ=y>@?7}o}_uHJjz{Qtmp|+ zE;9!kS+N?2=U^Qv!AR?_>D4^5)ms|ezUWE%Y_>!tn4eG8CHm+G$so=Ncz}dXh6`Y{ z5u(9)0Ima(if0-#E;4z-ju4d=em*Y4je|(#iFX%R}Z@e zC4S*UsY+kNJNVR9E$-h0sIU2r(XO%G%WGQSuVOHUQ0~I}r0!+V$aTW0gk$jIK~1h4 zB(T{prguO~Uyl4snS9y)ACFxlBY?fOXUbTlLET#frJkeAGnK8FT5b92j%42%j84Sw z3mqAoa>_wX^k8!mXW8(IsLj@%o>AuU8^P^xF`24Z48W`adfLjQzqF!{Ai8^=WyPHL z1t(ng-qaduhg4e$FvHJKMx1d|a0%n4^hf>q`NWWE;GWIuYL@B5J~1~j000BsL7MPM zs6lL*Ob9c7{??^X0aFJXLz;tlxB(3G$)MEMI42N09i7EEP~QJ1Ug?>a?1&FsT~m>R zpS&``;KbAnpROp_H_?+e>s_)W%%(?McH05=K8`ZGCh6|z{uO|8#_~N0v@&{YjE=@O za5*H0d0KF^gr*>i7qHu=h8`o~M7@2CGwZ+uKhauPG%_|*)?V>44o#;+F<+qsrR#f& zCzPE=a=6$Y=x#R+DdE3>df0@i2|Td`!VK4RxJd}YRa-@R(7EFVXk}Wu6oWdy>vill zCl$Ij$vI0M$UX6D{?R4r>2+<^d7B#SN+e~ldq9jDG2xu&IHL9}=XG;d=G^&nvcV=s z!}pCQGg@4DbmQ3(73Fk|aTP|z0*5)5J*UYtn~5OYj4|ghQ1I@ssG83+|AKX4w7~eO420#IWO!bUbFp*qT z*N6Vr$rD1<`&%b?VA(An63SM}%HSr~G7g7x2x*o~Z}p>vp6QBWAd-N4uOWqje*@~~ zR5bZaAo;ZEsa7+yGjjeJun0*MM2Svi7>6CU|kNWeGMF%(0Fnq}kNe+WY!(@HhT||{#{CH3rC>PSP{sY%?#2V9A zS`;Q^Kqo0ek1o&U)B)orCaQYG*Fg;=e-B=dWN0Fp!x*=Omij@{E$Zh$mz)X9Pd(|ElCiS0_;=AiE$p4LPt# z#xIg|QJ72_yit?}?Bf8Fpk6nVqYJ*0IdYofZ%@If$YX6C(|ihapSMy6Fzc{rH!W-$ zdsju@R^qGSP_xJimvcztcqh;;OsErk@qe=rWWhGOVF2YJgpam>-6FdT^%A-~jj+Tx zqgogC;bC4LR{G7Qa-sd#L-VQ}SO+q%SVA8UaK+lsnD9mAfdBvt zeL(?2Yr!U=1+rx@AkF{&(L1g;)%_8;pa4+->cdejaZT}eI}ccN{B+YS?mbqJv@tnc zcLHhqMBmiX7C-t@_x>d8OWfFoYxJ2=)Mf(bSoHk`G845njLbEH z)LknW0Xmr?ew_j$`QzAp&)#*Z?bG_p_vOj31Blxpq!fw4B~OSv{1tSF1NmDMo^wRJ zuGSu3Hn?A2a_}m!nNxbYGgUBOiE9shqPP83>rZ%ZZ}*j-LNqd9R@$NOrCrFR@m9`z z(_>hh%1|MJSGCaq&PN0$Vee}ryL-41qLl*nRutPx=11mJV-v6L?^H|YF5Y4#5)m0< zh2q^Z{T3~UeUFrLK)AlOMGuUaK#EF=C>5?T_-G$q9Ku!D6gLdDEb2c#u6uC45F+pB z4ZQb+<6a`HWMJ{aS7dF@qh&7+$-rZ!T!7l3XfD)REU@+B~ycWKGJ;K~iMyrWpg*VhwXX|SipqH2v|D%B`= zwmI-R+I@{>sa@#b*DWZyZ%$m%{p(@c+aRC2E?5ov^9{J-a@+y-dE4K6V#LS5DgHcz z$fUWVBuIs)Tp`H-+9il)IL2Iez@a7EkA7v(KgaacOL4L6o*}}5OSYKqfrQAPW@NI( zX}yo)tXI=H3~ur0Y8=eD-ik<|?0Y~nvJJt~bW-b*HmuBGZT|%W=f>>IyBBuqxUlco zF*B8F;gf^pJx}T)HVUq4;TZAed1{zMmHH0pqwksb`ItJ;@~oP<{r&Q&9vUt);SrZy z&D#x}4hOpU7-}ymWGtvRS(duki0@SK`6@S~-LYPu%1zsE7xgXneP?o>SBq3NeTSsA z8E{OcmwT!cP^CySRNxnC&EAj~KNGmgHp(w^8Y!l{QTWL&438C(9A5;WBF<7^W9t)8 zr5DspNw<)7Eaxi${59<`H|wG6>ePN0H_F9{n4R}xZZ2i?_fIqR3Z^ZtSJskAQ!n!qZI)c|` z5&b$)ThUw&R>vIrR3@V=enW$&cn;5QCfM#)1kDqRP#zMZ!D=uuoS~gU|4HOhoa4#r zwzX+j(fJxtTByN8(pq+QDMc>ly{6T<1EIyihC6FV$J)BhX>M$9_J#w8W{AqRegP#T z@?5l7zvb|#Sv}70_1SA9DM|-k+J8YM_lew&Y%bV69}UCMFPZhpYu9nvsCJb;1?$P# z53Xgquo4{c`eo2F^hQ7Eo|&LbhI+TuDl0JSOBbVM%$)=!cyawc9bRZ;)%6O)`Je$x zHe3g_d`mp5=9cX@a+x~qpN>3348lHAZk4+sEn|v%se8fe0Xw}gDp)`jePND^9rx9q zei?XH{z#YPPlaRT_NQhaDYvRs6>h)S4kbKf?TJU%H(GfPj2Q|I-SXw5p=Zm?#QTB8 zz^MX&jr?#`IK(AUE%k`11r5akfRPUAgsDU!!hc(nm+3XPnlotktLtdOd%^5`3BlhK zKDeow7>nHs9~^uFSH;Z(?*rx?7S-*Q%}I&HZUzt%q+RDB(>eCE zxQH#SLsxqEVU?+QkIX~xEGW-W`nCWpGB;nhKDQ)tm>SZ%-Yqm%fg!C&`=l1xD28mNunqwN4p4>E5W50zGoVIXQm32MGn?Uu?fDy7ZfM0DBKy z@_}tkh|DiW%h-83Q72Qe!JwhnTk(=0$hFbhR?~nqT7UY3;28)fGxrE1RQrzXCfAsG zHyrw{aB48{17bJC&7a3Y6LU+#0|?c>7PBr=0fwFmk{d6M{_XSX#F{N>*nyF-wVbw1 zX%B642(B5(i<--R{X656L8{3OI*6eLndiv=#EzAM`|o#dav`lxAJ?3>OkD6v;EoeX zlxBSgxCux7q2a^FIUz-}P}j4MY~25@DT%f*Ypor{A~qX94*bX0t%LBVIGQ0Dob{Z{ z;YaPCjENIv1^B*2s^+irrVV9YcjXOvR)n@?3xDEGA2|(wsC*(QD%_>r%C%P!E&dSi zzqAm!@=^<^2YcunbMpWSP7!zN7UL+pl%XP&^S?fVA1BHpo3&4Ng&F&9(!yP~FOtH< zu_H57f{#rd2u-^f-^Ai~z&q}A?LUnCJtH2^Cv=s4AyAyS3GCe?2C|!p+ojgEW(SjQ zf@oiXwo#jmVz$KdUl)?Ld7K8`t$!^mgQSUvKgyG*j;D=Z-!P2zRFm8PZW&m*@(U1qw(y3={*#x74Y{CUbu(Y{WGcmtZwqt@$e>Gf=p)S)+zpz~2Pg z0_!&%IyNwdE>7hXd1fRXH>0}##DZf3kU7fkVKUF7BZnYyOM0?Kt&5RDB}R|`S(d!q zA&S#yG)w4INdPiSl1`03fD2cZxcqC_cE-1d*dl&6x921IdsHI4BQ+IKefjxL@qB}+ z@;jNR&q6dJzqPjwS+h6u(Ke!Sg!k>tfNqGq-`#vFLKy`Z<|K=SIoouU#B`3vjRElo z(r8w}G8dD=aoxgtKM2;GLBG$@HYX?La& zwvb0?=!FQ*M*^z~Q9*DlBYB0}lQ8E$pN)`y$_t#?Y%_Ak4S!%LNjU*uNM4mGnleyTd%6va6Pzy$cpGPWH|((MaJ%~| zUPPoAZWW8}une{ys+uuSL>8+}!9HOWahhx1F?Tb2`T5#zJtGgga;>3@xtwUNni zO^`<7IrfA8ZUB;FM|kJ1L}|%VIP`<2Zh(k*c6l^?PNuH4VK=spFTU<(a-ny1mN6W+ z5rU7;r}Li2dattKFS(gIyP6`K2s^jxJ-B`!hc*^B{V|Ts0m%3Gz4?otUf`N^P;aEP z;DfxVGjRfEW3LS&k=&j|s*H9^WCg^xAQx;tx&B5SPGtOmhEup8q86k6Ri*ojL+dz_Jhike5Gz5iuhVnRX~f)Uq>84piqm1#ApJK#B2gWO7}zMJ-nw>~Ly6~we+v$4Pkj!X&X%{SKek$7isU1-}e$lGrZxUT24Nj2>2Ps=rFQ8&NuM?UEXn%7)>Rw!r4u@=4n)=U#G!G>qGl zogNk4;((r(wdft;P~gX~+}s{;0|4Yt-g|>0HcurWfknI*Vq98=1rH;Q!@?z3v_RcY zRu>YuIHv+Ulxa+~b1!f$^V10NDs^nVAN}@*0mLOKR*W5P^!BCp(}@}*E4qd&D^Cay z{!JD{#6EGN7N+PFjw`|oGbCaOK=jYmP0*949VJJV;$|a7Zqeh#s7um@cFGs3xQL!p zNnsYoV49P$phXAVEc%M1beV`}o0wY_QzpG)_e)~9vW>j!?9UaNO#>|dl2MU%NIE;MV*$v)-_2-#i*(Z zX`tF-hdtr9ZrY|~F6wIx$5^YTeFbmKsKuuO0Q4- z```-WV(3+ve46wbi|JJbsYvb7*HpZMXvH)L*CM!_p6L8Ta^g!O*e4UwS<*!39aV(T z$>V+)|F=*x>4D;&_WSocb-?pKDsp;OPJI{r;c>Z6USm-nfXd4d1kk0ygE8rU5P3d? zE-M3;I|Dsp^u>&gc#Rwlg+lZ}J}>pjD951}yz_gJ*o7BBgcxV-buaM`qW?b&ArUMv zCw_bX?8(NM+tmQ2Tf?{*Q|DYa0Ep{keJv^iIjz$< zrTSk>;u+WG@Cj=`Q1dXzR%JA_VWw)yfPr2vSbzP1_3%DgbnEMZc^((|;fVm4;6{Ao zQLy_at}l6LY~8I;o_Svi;MqQmz3JyMt;d>4s0M$I5SpmoDP}S1mV8dn)Vae*wDj#? zPg{#$KBB{kLW`Y>l-Vu&_yd$=4;T-BPLls_@KSvb{GDQzINE6IG@{JA8f;w4x#290 z!iDhSIW2O+uQ{%-gd60_;4H&?!D(mY4x>gzkjf$9w+6G!U- z)`+SnY7dBri8`6D+ho?1bx&vG@Ow`M@|6$mFnBBIxI8lPUO`n3)?#Bq*#wnrO+O87 z2F`i3VF&_m)$ROuR^@9TCeTRRC~oXG)_0$$?}~Z*dapLS;hhtE?93P6)VXP`X==;h zFe_+}EU;VR(9)<}S@~|t33OZ<XfZ}$;!I4v_X zw=*@#r$8V?0}pkvPnXh{=-GKmi;`zQN6M5=jKC7A!7}O=u>O(BMB#uQt?!eToC5lG zZk$lx=~dwKf57a1i3f~1kZ1aP7Zr^9Rsr)jQ^lxL@~NJBp%H% zoW9;{&}hpzN-E`yTUsKz*buYYW~ZK`zKXD^J{-{~=TaXbw`WEd78Y>7Xai>#CjANk zRrl>FUsY%3DNdPLAuDtY+dQHhVqBdN>BDH1fS`A~i&t>;H?V;gp5=1#q%yqowZiq{p(^t_%%HSI5`R3x780=4-U0Qa_O17H);=D;PIPoxa)CRza4GRBj zT?NR-(2S%aZaEa|)MF3%eU1Ui2WhsimGE}?WK)py)MjQ_hfdR%)cdQo;b zg*{vWVmSz>T~?gpG}rRA{=yHY9_?-kBChjwJ%vza?Cg;J?(@Y_ON_S-000Q0K>$G} zyb@{l+FGPAOf#pWk8=Rdn|4ZtH^o{)T4|+ZdGLgP!&2!$;zP1 zj(FdAcG%fdT;t2F&P)s820uZJAI}H%H*LS``O|ETJJfugxW}m5I|K^4{n+;!A5!Ul zD18h_JtyK#Z*LbG@Z<$+g%bXTTq%o%Ta@qN<*}w;hpjT*r5L0ISrrc!xeoCcRg;Vj z;2Z5Lrg4!nW5M}_#i1-B$YsJw&9RaSid#6D-{TBvsR3sAXG2ltU0~2vgZBL>BH>Yc zMa3;EGem|7feO;r^@{PB=Y2|Ed=ux!Y&UVTtf@X--vjD zeEhuL!lZ~M{#*y+VKdFGn|qjvuARdyuQL}O3U{YRGCeMCBHi>j=9`*C3(w^TO^xAj zo){dG^46d86K%uP0JJ6~%;|DED@L)k^68ANS;Z^hQW@8DJt~0!; zCiaY@hfJ&_UQs>4%eWXfGbux+fR^4>UY2^l^WRU$5hY8Zn461JDfQ7@jb2b^iiQ91 z5x-Efai5tXHoFM%97zoa0BUVt`r!%k4mpQ~3;mS3alrR8cwOLRjkQ$D1))nD&)*O4icbA?O-t)6m5H%7k+>|E zjbyen+mYoo%M(Ll6<}OvZ+XV%I#Clh%k6Z%d*!T}>@?)X?0mog0I=br3;kPt)cjF0 znbOWVfvqeseWhv87@%pLhEH*6k189=&bqR_PngyKeSe^F&557F+ti)5cC!bkRatK4 z@2nXgg_5RDKhKLSOTx5@qo;bK&Pm8GW~c{3g@ibN^2Y!%Vz%5S`doapaZMcO*R`J7*#7^f=_X^k5`-osvI3>)Z0viLF5!&S2UYE&}dU{ z*iSII-%QLJ~3k@zjOGSF>t>m(=!Ie z-wA%Aq)cy#t_%eoT{{#+N(h+MNA7&j2eBV7Vl27yxUotvG+jW9SdlrqILK3Mbgc;f z9!)vtWMOXelPu47K5|9)6!9%k*kE2kY}R?{(d@a4=xE5t>X!Z_un{=N;R6=~A0(DZ z$&gb_ygN}1v!!EW475zXuBta+oME{G^5|B(f%%!=9<*!Xl3~>Dmkxh+c2;Fo$dU*B z?^=Fu1}&?C;~N0-@eq$8P2X}FuD9HKVg|U-0U&s22=!{sSEFYEPTSENLb>4WE2XK>l{qIzXJB-QL@7V{eU=Ije zoWh#{3~{|7pWv#nJk`H~c|(@Q^z=*Lkys;+`bY?r(H_ZJJJdJv<1<$yD;rZlA3X2} zo?datcj~Y{F(2tfl}4OSQL$jsH)#{3AkdP{4XlOFeNkkqYnNR4kf<*wW~C?;!@iMQL{y=iy~2t6Qj4Hzunk>gQ= z_eXlFR#9OJV}nS1TyrgTfb(^aHeBWo*+mfd{v$JSWV{@)ll-g_CQcn-{YoDqv;UsV z6KElj1`;DW{$BC8{)k*Vyw@m}QCH8#r1CLt^j*p{4z-b(1lMz5KhyW9`k(~XMYM8H zxXV_t3Ax6EV-H{gz=%uMcFof&S*mtK89%%Z*Q~$2Kvtrpev8ltsaM7PelOpCag@mK zPs=~w5gd@0S%70^DZR7nps79-vZ=~^h+4x4n#mDLC%nBDQgW?M>@Zq~A9vo3c&mU&>ysB{33xgtGvorLbeA69h>??yH1}D=MCI8} z)xcu|W7|zsA+mtM;Dhu2?<)^p?2z_c7@Ek;l8?3vit47v^bGA_qo?tr6eT*o5{yOKjKuW;$dp>pOM{ak4>AC!g%hCNGO zm0R?vtqV`NVgN*Wz8MW|!)$Z>$+%&ch0ZJk8vkYw+30MEVT{nR-LOd~6ytoh%MY4y zWxqZzP%Ms`20h28)ajBrP(VYMipno9TASFzubl;eRcHjNnD3r*^`M+GjVvu3 z>~S*c1Ob$EhS58G({^J9)5^#@!UR?%xg*U<5QP1=J_-aZ@p}yRWN7-j~>gyV+gyd@rt&7ZXIO2p$%Wf6w5mL9XNoLJ%@(dl#416q<0OO9;TZ z@VxVwSS84e>O(Izc7W2+pq?{+qa&2=CP63LF9{65VW(WD!UQsu&QbA#_Q#nkwZn(Ku)OY18&y;x>|+dJb2`nz^gca4rz?lZ zP?i#<5|nMSnIWqZDpI@vnAhG_4GmnbPAGX>6DWoFSYI1o|MwA`N@sqQC!_@aCwD*R zcT=G*L{yNS`aSsS+!*@WD`=rUuX}rkKtTvyTyq)Rt7$oR*G^US6)Z&WziO&cHhfj@ zA0dKx#R{33=hnlBnT3&$w#Gip35aP9XP0Z%k2J6&%tKG`*bJ71uVcV@YT1&RfCV6V zC>QEM7O_1>gkv_PQ?VVgMW!Plv)pDMEXpC72h>g*<6z@3`MVFCI`a0QFKc^ptT_{0 zp~|q^A>a_*CQC1T?eqlT-vlu#u+;_(dzWCTk70-}I0T*<58~0zJ;bE>l$V0NF`1Wop%IDM7|rn=fhAgebZ#;HzM! zrs~>Jk7>nrfxX0WQJm?QL*G2CpYiNs1UQx_i$qmaGhH=*Gp}~t=-~HbEJe2Uk+H@I zPH#lue(<$>jhCoy?P;6(#2D(S{eHp}i);kpZFj*rHKb~SR%jsJhy5$;Wy{ez09cuM ztSF-D5J-oNk+vVhhkC`sF3XyGUeD+?v5^YrZ(g=JLkhE!seA>qzA~~U=a+A@1NKrx z7Eqs}#>9;-YGJIC69FTR<<+coE8X&PFle-gpBgnc+iny%bo`=&t1EUvJT5SYwYj}e zwT6p@%=WT$+~m@4zrM!{5&gZ*!L7}=D&Co`2>^@QwQByDkso>0%Ir&MoVudJNtLTF zpy?2KCdS*+*VECv@i~Fa0%#%;LvU!9ZQyH3-s?{FK}05>7r#U!IkHpvEzyVo09a!0 z(TM-rPzVzlmYGS|ZVeV6;+C`fT;IlU#y{uTyAzBmCUOU0>!~Zapslj$E8h;Zh+Yz= zypyQ9j%>@O}vzo=M=-wpPm!hSn10sPR?rT z=*_QZWvM8weg+%v-?z{WB*MldMWch!P>`(#{l`G5j*U%m5p%0D-tt*;LEL9UF6R|| z%HXiQ`@a`o0rl$eA`h!rLYkRj&jst^MgVm|;D*w6?x!l z~)0^5vdVt4sMPN{a3%K=?^-h#;lVubbI2|!~lZgKr71B1lpq3OSVB| zV(J!fy^?|ego$A>vL8QYT1WR%KdCL)nwrd;PCoq8K|htz);Cj_Pd;?Sor4|67N$#ubSc;S-z^PhZYiQ}vh;f8JReZvxpuW$*0i^I(HAQ+!-QZL{N#!mf zm!g+=G)Sbx_rdrn?gBnL0IORCPn%mK=&=1j+_ck@XPNf9LCnTZ33SLZQhzM3lScQA zsMo!@6D2yZCFtV$a}64NE>Tm&L(apd9Y-*4mU*J>^U=(PaAB0BZOo?Cf{j@8E8S1) zhOf|qzzzgh>YRGPGB~IP_sYR5v8pct&BgjwD#Tw7zBfiM8({qp-Vr`@NC*3_0rB62_L{MoD7F11fKa@#*iDAa+5AJ8N_gSAxVtB!kTQLH`%2s|yG)1bw{z1vkFr^Mo$ z>_5=Ki~t&&-}Nva&t`NvLv;&$LdELw;N8TEh)$_Xk#Fgj{Y=GG-+FuOE|7xuKF+g& zkzbme7{aCC$n*9pwXVCjf!Hj$Y8m7PC%;ReYb;8Txpsq-o|e_oqvbB5u$+=*Ghe!D ztO79dTHBP-X=2idl#qdX7`_D}xF|_kr@)YZ#SU&s^kxdR82=@?#N&ba<8DlnE7-j& z=aS%J#^$ZY-REv4;gf6QK5~4j!++A4c(p-37bTQ~i?okVGCMk~l71vo7c4?(TJyxH zu1&ki)rQQHsw8!k=BO+>-ycQ%^0Z{Va-L&~aP+^U{*UooItJE`jk4h|-&Y@6DR?qmhR&M3`mnlQ(`C+D{dnaJ184;mi#yx|1D;c+}EH*MumHqV1ITpglSwEaJ&T zq2yVD@*?*^@J=%0)6_b!Ja2AYD;;v6fD$+O^7r6K%2|ON6Rcg_J8(%rlEx3aob9+_ zR~BFc_X2_dC&5z$k!+(Le>y>RE5QuoWTJ%ohP3=thsS8i{c0umhI^;-$zAw;bES2K z%!?UlLgA~>Jsxm)y*WB?3T@^UFuzgX0{%AP>6kWeIcP^`KuFTE+>7Cp%W3p&UoDZP zmfzI7fgV5j_%Mu~@z%vCa2-y$Fc4G0!|(`Jn<~Q-6A8XX?-PeiR51h*u0UTsOj}3U zts5jf#~V$<&uO17_N&c!5sW!}ATg;g-0#CNp0_Ny!z0f(C5M}Ktm6a4tH=09AQjSP ziGggV|GrRo$RSR0V-|XKz7rhwhMBI|Bm@+#IjMgww4>=x9H*3l%DWQN=5q-h?zyh( zPHI`sS9Ds3?%o*R)Wj`n>sOJE==yUGK%A>wQh5tw zpICl?%)#-^xnu~ZW!_br2)&)DAQo`7SwHbSxRUAD`&&mXfxJTbuz5+X6kGMyBT}l` z`qM#C?ETq2VMt<{Ao@l7bT04wF$P24oe2@(MegezM!TS$s=?*=gAUlq|uW4Ml~ z$7i+RQokD-{nrN&p?9^%U@eN@o*z=`)zCk?mW9XjZdgE=3-XeB_zubm%(1|n2X;tJ zcozyx{X|+Hd9VG+vqI=m*x`_hv?Gfrs;-gCvNya~m|{6L)g5#5&j)1YdzGZV2jh`k zUBeUesH3IhB5ICjQ14H+x}sUYwCH*iAmff;X#7~O8p2#J0Ku5z(B^IX4F!oL5kzMA zBL($%c2u7{yk+@Z3jegq2LT60(^pXq6$eDaO4qP4k9T@fg}D86|CH&z6meLNVaAd= z7KDn2RUuV*w>QaO1}~sZd*YWP000XhK>%qcyb@{u*78!(Nq&cJCVW5u)`ms#O05zZ5*15Z<;H_AW9ku~hBfl=|mIurz#sh9dJ-Ys% zCOsV1>mTbZ`qEoO=8BZJY5~40g>fp&X@`V1Qw30c@+*hfW&lGndT} zeqnYoee}-=+RPhh_=n+}(H%-z`&sMY>Bs7}v=88m*=XIYTVuOv`>MJp`NQtLVK?=K z#Xi6)fty%O!ZzzzsN88sUEpbefcAoxU>IAH)?Wk$+<$Uz2!XeySx52U`9CLmWMT>e zT*$B+jx}%COAM$bPRu1^!aNdXW1DeVXKUHQ=iR-h{s@_Qe}onb;*zUyf$@|27^(jy zM?Hmhhim3#1f_sqY986yKImZ41P3e3-TdMx?hh;0rx5MJzU$M-pnEH^)ivlkREHI8 z+%t3gc~JS(+bj$<&^ZKLw+x)-YNTOuB58me%Py$0NSIM*U& zBD@w3!3L+y8kdJRq>2%Pi*`Z8ebpMKfpoW%<^zJ^t_pGptl{jX72uWrP3?*glJ>=w zm&wx~^;{K)IgHQS=AfRSXpckK#5qiJZo+*(d&V^++v8e*GXklLlyR@Ae+T|F@qZ~8 z#-;vmg3ZYe}#``a7r-Z9s18 zRz4h_u$!$z0h@u_g2<6wKh?zIj;8X8i^?~V3N07IozDy2Z&WcBu0Y<{&S!3hDy!oj zC6?`a+hUXO5D7GqaW-aNvu! zOuaw{M%?DMR)esR{!SR_m-_ov#S%M_lv&rGTe#`m>#Be_2=H(p?^?w2*sVVYJP=V) zl2P-{1<)_J!UfjVAs^HAa&03)TDH}3|0_z=iCCE3rP0LJc1NuTciK-~L!p&DlEJd1 z-6d&)-ff-~U9Gu4x=d^XsB4ay2JJ^K2u~IBtHfP;;(b%@5sY4kNFLPU8A1|~wjNu# z_Ut{^!y6%)(R1o^fUfzr(U{cP4l-@uDx+;5B1{KB%tMi6&JIwvFVQB%qqKf(R zU0JxVfWFgpa5cCrUOxIDL25x<0mFhTbH!0WZe146T=k89joIU%X|{X+w@+u`!_!ZH z2i1J1rQSkI!dt%(Q($&)*{ULEXP}T4$io@3uH>)5#c|_ngJ29m+n{ukYS4=&wgkbS zocX>Kn&3U4iK%W_TY17y(8qwm{7Xs|yj*A-OmHD!UExG1@Px!Sj`SCCKVVKp0>9_> zxuTql5% zfh>qJYn-P}trW1AG29Oea51?Z^N1Z6&3m?~vN@~$8bQwTDBix>YTinQd61cS2$MxK zt9Ao4s5-+>F$_42u0YIeX-;Hk{646#|GqT&KCl#Zuyew5R{SYnjUA+hBbq$f!AT^8 z=+2>{Ix(kQ?KB*PdYMk}U{cZgqvZhK#1kt|*KlTjsnP;LZ4`pDf3eOEE`|gA$IV7zbIB0=j$;BOJH zYwb*iSk%EiB^rPb-J8qf!!B5LgZ6uY8Jw=pR*HF;Tytc_7~yhCZ3jI}j8 z(1)`ja%CvD$50eX9w!w;#2U;6FLiI6aQuWj9wGqAL&+<3Gjl!2Zlg2Wssi+M#))y+ zg^hv_X_(m}WTXvrOr^|I^(M4&D)2kJEAbTM@#BW^?xAWFdlgB4<$yL}R_4V^Ez0|B zkj^G}uog@zso8b|3rxn#mM4EudueeYU-8BOc0h^0>8X^U@7qUdL?4?2a=;rdi?yj? zd>3%Z$f@_j!e_rI3Rq4OI>~q2otH{B^-S-qU!d2MLztHmbfdQ@P3dk}-sDp*Q;TW~ z!s>EQMm%GrH-v0o!j~klgNG`sNsBcYh@UD?e>-j-K@}jD6YLDsVk@t*dtAdqH+w*S z8pkwVy9nvO@_-_OF9~QOhFboGTST+T!iAlPfLFfQ3MfPK;f61Xm}}hnrA(hmr_KMx&e_LKy?O$RM! zPg0Pc#g%5mDpbD@Y;m%n{gL-XDLc}qS%&KUe5UD`hRS^sj8vhBGNGcCBlek{FL?EI zW;X{MzGr%Du!sioTAw}3GR0zcGjO)x093@!q%cq`8UzZ7tIYuzpB0wJ19Oe1-8f+o zlEZSD&a-9T3oaWUf&nSO#1;r)nJ8G?mA+ehoiPD){>eil7&K+so-oU3_nY_mkLmsL zK`G)~TVIO0c zKSnKID2f}RhYbcsf!>ooUYh4Rmd5mNveen$fO>?ZawHxyo)Y`X0FP3GMmh~1YuCAa zk$+#ah}jX$bpJ!itnum`(q`?fZ$JqmE-x9hYAl=3`OiLV5jgciw^z=Jpc{?On~^b^>bV}JntCc*uJ zWrb-DaGzJr>MT8`t!9wM(o1kk?RTE!!*m&Ox)|QnoH!?41CIsV$2r+yT zi-{68pFW`&#SSOfdWq@5k61u`+wB!&Y(d+axv9U0*u9rXZQp%7Nu!C7RC>mYhY4asXsEVPQe!}odrzi+G1+wz;PA+hl`YjP z^IpY%DoJIfMXU=^nNneW5_h0W!)x3Qpyi{pKG3-YttuA(+0Sl{&evs#VDYw2wU z(A6t1;b-n#WqauEk3>vq>iHFB)jyU!^vb}|g2+>*8>jmVu&_Mmj6%ofKq}US3k`=3 z3nC|;9N*ui07}tt%7^|?zK>{QOleckQ7-e+T)6pv0TbSwNNy+jR>|%1} zo?i7<13>@)0v|!24n-9#6~6!l8xN1j)Q5~a|Id2>345{j3s~0uA&Sk4m%zvLwZq`t z{92H+U{w^dio<-0B7{S;A%!Lwa#hUTr9%{#Gf08pGVC)5x!2NZ^8RJX^EVf1JW4m7 zO``oo4wGt|eD*glaP*DFDZ-Nt1p~tCA-fO{^{Bm7>bI48mrl1lVnVA=@FU$MqHjx@ z^1M<#5}!kiqn&V=v&xd`GxhBl)Eu(+phiS7SwF#0s9WI{xDAblB`gy(BUyBzh%NBW z{eZ4rbKudXG-u}?CiAuLuV21P)ry{8fC*;9DFuf7FTz)n$sKk=s-Nv^PWD*MCiJIO1aOzQ$e10bb>Eo2ikKzi>o6F95x!~IT`Gc$<_-MpdqSEaB<*p3 zqlTq3Iq7Clgy^7s4y2fK9JSV+MQC|J1c3q;x|GV*d2OqLn{Luik;QO;1D-OWsVr#T zWh)!iM9gd8bsVx>`G_VMUA37gK`$o{$zG^HuO7=}`!jg*&u{nYa&=6-ni)mTL6j8u zzsGoVoZ0~591Kc@A6eXTl^TlBL|_Cpe~Df5Zid+o117p->t7|9s-j~i4&$)^5G#+J z+dIIsv^S5Vr$s~teyl&}!7*BZIUk=`87C0Nhohf^%%KT+l_W%G3m_Y$Td^r?UuvY&U(4X^O zede!_0z$0u%ZbiZyyD`sHcENTQ{ONEvZH04glD4D!x1E}O8z(O_wrgCkAH(Ya|Q|$2y`$x_W(=rVZOgz*>pRI!C(U@=IV9z z+!STjynnU^>gMg3`8dV;Fosl;J+rdEI$!1o{$HQMNfDg3I3b+O52E~c^~gEey%W8# zJwo{7<+<=zuQcc;5O@$7BeDimm6y-KtzDFBrK?w<32XOro20bfCx>eGIvV5vTfW2r z{`)}}cLb0)SS56WN-@W438Ht&P(p|5OdsjFW!Nt@&Nc`^sVhvNw~wuo>a5UjBhzzo zt-dGO*Yu(|iRzKkj**1KFfea>7Lb3~YIhwn^W&7z0PL1nL_ZiI2nFj^KsbTZ$cPwg z%gN_N2@M`x-13@%F*VQsWuC#v0ZtOPHaf@PXo?ZwgSB4XBJ3UlgkEa%Ts3=xm*cib zL(a=}+vgX793f4Ek&;5`_f=OhI^Urd)B`CB-_R2(<4CKO%fRf^99d%Wa!Dxp$!!5S z&2<<4CW$tgjIb2PjbSfe)WMAFS$Gp@9+4C!rk1K#lVA}_yer}_)@j&v=pF|gNDphW z027GZRQ35>(4&Z~ zC9^RA5W6@?xSL~0AyrZJ9ndGjDytjeHvRa~{KQ2rDAm2Yr;f1o;#7Srk*hM3d&V*u zU-nl3cs~H1El?P#@oQxLu@C}E(q?^TnRzZdne#HC12GqbK532tfP8N?+NiL6dewV_ z)+0==KWBU)SspX4SJ_v>t)f@T*@2!Dm_}N*p6q1RrL0)Fy`bCLwy87_ds6i;c>F3a zhg0$`iDx3kwa*_`InZ{F=B-wInwL<;tE!d(8~Bl+stRQ#yXEGC$=CFk`Jenb1Z4D8J_m0qByr zzs^SiCnD#@M429!qkj4p5wOk5K^jj*o(g~3%glKahXLAXZTro-eAudP%vFyc>@D}e zGjOtXFb!M_zxKHHi=|sMHb2fcpdLspnYcl`)0W&?tty-KgWOtrbe&TKuf81Hx*Akb z8fe2FpWSJtlKMj=zL9uwvpxfHc@bp(${JJOXP@txm;!|`H@jm z=$=WFG;}}Aw7*ZU?lzX}jfx<{_*nwuqhn4WdYyfA#b4pmvvwi*LRj)+-OE0cW)<z1^ff^l#Pv}ywWIIyp&*q)L2lJft+Q(X{o4= zhPS5E7C1bVQ z#BmsLaxSxCCEi4$3gLmW2wWnUL}?*r-=T96mb$i{;(c ztIh_?)I$OGlYk>jU*-K{4rS3~l&i(AlbnST^OAue%^N0!0&N^t;m?85IhfqN>uSi$<{T?4|Vxyt4J% z`9Z(xSRwU%^e=PjY|-h${H5?T66Q9FWA=y3It`H#XR#gnQ4~x#?|wE-@Z$I|Digt- zc2oVIjOaeMX|BJO4G)ykg83{IhvpwS%+DaK^pT&;B$otV=)PtY@kL%v33}8M*=~G) zX?zo@?@WGgW(`PW`teA#TdFDobx+w9;3h>}S#UNd@~#4chc^CvPZ`@$@B*wjwoZv4e2P%YYbh2m zA^Fck!!=t}vyFJtG_Z`eZ#7&jri84v$$DbP1%jdZu_}{sRS!oO?JrXEn^Ba3o~OJ# zR6M-wD9tBpe~EWvVEymfmeR31zC{kT2^=#6Kiy?i-KhR+^Pp4|OzHrjEi9!)VPrh6 zLE%v!=}gDcqxo=va1AL#Dv==)oB*{9B)p5ZgM1~}YCRpfiE&wLRyR2wKh^9!10m;_ z5fv|xNW2Tq&<(!iE&YJ^kN?^)9T7kjHt_noK>(liKM&j8d8xrbhsoJ})=H2wwK~2} zYS}89Sf1$3V&x;;UsvhI9cK)STv`r<1|TG#AGx1bp(E$dr6^b>)#iuggFv{TKj#^8 z&3^Gd*ZuV{(>b-#PcsTtC+8i^schd;1z?k)WHXFCR21_~R>Lmp$|fn_b5}&`ODWrB)*$k2%CofEN;leo$7o<|V8fykrTAe%^;TfuXdv)76$>p!$u)Q^q;d5M`29MATViXPkrT36d-*l2 z)Lx7-!svHS2F)pd1~*<|Aue##1liRg`66ek8M~708Ww|es_i7}SHTM;^>n=yOul1+ z*eL~zz&_L5sKFAGb&m>H0LLa(>L&6sVS}@HgOkP~hIrDb`><+Z#Qp1m@Ko;JJT4Yu z(zIz933Ru>BO|ID5Y6sPWc9`c(JDRmOT0J%T&+)=zl^t^_||-mIN^37CDE!^??2%p6pWAJ!=|y8pFj!H9RL6bi$MUipAJP8 zEx(J2p`*x~LS@AGZcm`M&A%ha;thGdv(vx9a=mz2aR0slS?kEY5TUBowH8 zF!={k+$M4HK#KyqafWERTTy1SXtvNx@lqZ+Tw<*O-nW{5nni`t^B|FEPgVCbsk%C+lF$c(}4i~jneJX@LFiUW# zHy7x`=_AfJ&6ap#rj|~VinQWS!A|$_o1oua+(IQ|>+LU$Eukw$TjJF|#ad~7281D% zg67S4e^F~YJJ-lJK2@(-EJJ3S>Z!j++zYG#Km6!8=V<0xP``~cgc1%Iw8K$@>p8Op zIte;>vnLYz`#%FH^ele7D%<6W_2HUAm_l=8Zsv~7beYn4y;I!2uNkl0n!yHPFa_BN3J+z(X8GG&wqaeGwe4yWF0& z>6uXPDF9yAT}(#{b1lZ~fD0) zkh>7AcG3F5`h%uLMP~v9LMKcC(SBltY1k|`r2@d_prbEB-4WBG@;WT>7z?j6Tt3l- zW|I8QpjCN5S+I|k5H8=7%;QxqiA}^lwqZRCd8Aha9t92XH9M{`K~JO^hvVD^QlN0m z@|Qg&V}Z6lv_>#h>T`b(#7)+3;(^^&+jBH0*#Y=?(#Zi@C58MzvIQuMUH1MjVXrxe zs&lc~9>94PU9`p^&epby%W%Qvz<%q|Aq!t7{db~dH-@gjqm08E05^cy5-=oKqeAhD z9rQutsVi_9ogWtOHu$tA6bZ*2$wOTAF3T?@35@8+JecboHpJYMD|5Z&C-O2jDY=$; zQ?#5%&c;R(@fPcUe8cE;vdvA-vi?7CpzM zA8AiDLTN)k(YD;#@!Hcb9*Z7q`N1gSs_CEztG#94Z=E8Z{d?2SXRjPPS^%skYy)pu*v91NtPvfLW0@%itZM8?UYP>x82GdV!kr@@@@*U{(>dvt8kje*z*^8 zPD|^FMSZH79Mx|ZT8(AM!w(raFGnQ&2(1c8oLUa+F(x0^v+3l$9s1m!qh3x;oMoU+ zit*Ki2ymaKz7^e;MCc)ygp6eR1ZaCcu`k!u6FXi{ss5o(&Dz2(z|`gxE7TeX0Z@Pc z(*3pqCFQ@1zP~(qe*g-qi2(4D|3ZU6T^3UF9~^}MSfuYZiDog~ke&*}ObghUG~o<} zDO{zz=zb=&88n zF~xDY1auEb4DKVK^8MWo8?N+=o5|H^tf8+ZRt?*sI& z_D(BxbZF!Ec%!!HHe)d83zhwGuYk?k!`%+c9O8S##M}{FM4cOv)$F48SOHHf5abiY zA!YhFgV0oooKwtI4Nt~L+TE%9E%8O18^Itg&(!@BRo+-@8z^csQkWA3jr-R9@HI$Rf$w4qiKH~9FT(7dwWR;2lvaP;V<{-pKJ)*21^GE`}b@wnk{{0^g_FscQb7b zR8Ul^AYJN7wn#RP-*O=EJ~r+YDaG(?T)C;+o*+(G;U+)x5{>OEV#q~Y_?y|tn~yam z9~})=ZGqtKP;$G-`iBmT1@iCG9`vng@JB}*IhI zLGeE#P%Z1pXlnwXbWg#MtT8ah%~U&WmaF@vkME+BshbVYZ{-kjL8(JAl+e1_000Rk zK>$G~!;wWxEB}KfvXe}*^P-x>$5R}I6ylWS1Nd-`0jNBx2v6RGno-X^G-=pKFHvoaZRZlnmZB$ zo{Zx`GZSu1Qv4XrP#yn0W8jy{ZpYCVWJPRB{MN-On_pn0CvanOiRu1DW=B^NnUa8< z3BVO7-@Ul$jz{6kwNJAtz>~L@vrjks3MZ5Yc%T zTr~F>mY8%nBwT|==uG#-4D>{fu$H2RXt(S;emSruzd$AwV-jg(sX9%Yh+?K~_-rnm zomxt=1?CVd_K)(?wkk^?-2)mwBnr`#|4v(GNe8;Vc`G@r?!7czwmKaul;he~dLvP~ znsW*s5byVQkz@=+`0BE{b_f)ziZu$Zr+lCHTaRcm-seuDeW;-Jz;nuzjuTf)d+S?l z=J>wT6Wq-pum(0$tY~8^R;Vm1l-?zvG&^j_Ld|TVt2)p0+oDP9&43sup}6lfA@6a2`6Xz*UttrsqizQil zJY%>XO7W?5Nx~|t>e~J3n)t34VhgFe*qv@y{f75Z&s}2ZlivJBlVMKgr{ zpa|mxm+L2&)V{FAv;Az3P8xyuYs3(JEncvVfG$&Rf7F7VyD^LP~fPk)*PctY(x3Dtqa8l}-3n+!#(hRAnt)%KX z5_^x>zw>C^AaTbu6oAMISF0EwqeZ4FU||*cZnSQhawsMy6 zUX;AmOXCPG*577V1a672t*g%-1f~|SQz8~P$CmgPYVK;Sqn$4&d(P+ed5KZR{35S9 zCdEdA<@5SRa=!Ut{>1B=1@z^wQU7MaiKLd=fqa4C=8xedVMJ-Cj453U$%_Qxl7r)B zKTd}n96Nko@SAgn;BMN)x~i^7HE5H+3M?uF_jM+j-Htw#7%F?k<)zO1T=+eEpFVgd z7Ksb88*^U(KR*CQ3X+|^q$)ASHU(? zrCqjU_8GkGk`6SnBfYFBaffn}wdMqFqz71HIWEA8ZwkU!o9tDwhPCB0;4?d(m*jX`x6Yd{@Ggd32S2Urm723y2M4 zdXl_WpJK;_pZM?Eend`N7X-V?u#*WoTc|;Tr4m!T_sDU3f zw2(gZKd8pjp|mUF(U*=Hg|5BC3+Oez(s5%GtB=F9#EDrHRpbMhY0ruQNfLp?le}rW z%UlFjSBZN1|5zP6w~LSt=!h>v^ThhhN5Q*nbmRAK4*@4`Cc?jrl7)yHB^lVT|ZFmLQryWD~J3i6<)a z5`|RA2F?j+$ED#n(vY)28+I1R$t|-$aQQY(gA>xJ{#B1!9=CmJ%@ZgFhdLmOk1=$* znfD+;uWyNEsk-o=qTi`80}HtTG!QI0VlPN%7&bc}w`{U&Me`2hV{mM!%Yif%TEk7% zfdBvsi9rBWC&Q6NOK*+`N}-_TmM|F`duIDuCrZ9enu6jjde(3oU|vyt=H&l9P#(p( zl>|GAvMh9dy`E?dYY6ThiJC%YZBt(=G5M%bMKY{NXIU7Di~}}_ zpD?8rGfa`w7pNj2x0 z)uM!rtF@c^A2&cV-SC^KCc$$(=6)GF+5+ozbzd7NQz-5oapb32Pkod;1Q5rI&u}`# zQ4MvQxh=(jm1fsI@0Y66MOj#sbGxRM=msff2+C%XH-;ggp8U$LFw?e}5nLnyQ+uzt zfU-!B+?Pjm;D$1hxb|t)kqbG{`@|seknYzk3 zjSh71{4zUCGJ^Q*r=TzZDUvi`x_irOI}wn4mWk#?Mr_}EthC4vY|>OZ(2&z#^Gt4XW1ncIp;TtB}keta#>E|ciFw75LG9FBUNiGaVeTUM1| z0FOeRtUSM}RGm6ZH!=XzaU;k#bH2R;(>|e@&-dFtZ7NZIzC#T2NsBmu4NuH|MDNjO!})V2vv- zQix(=!c4)CV|Fs2W}{{Ak^P=%>n(Yq?BF{FP%2K*$W0ZX8>yZbS)4kkP~}1*es2Nz zk?_TwobT5hkke*YtJ~;0PEpI==gl9rC11nd^|#}lH?DvJ@m9i!O&tNp5ut8eG3M|x z192^H3=p-flwYW1$O#Ph<2)QI)y&8X(@Kc>7eM7iuz+8m7Ep6|mn$33DiG8E+!6<7 zh^hT3wBV+qX@TZ${e?GT+ZZzbX8riV9>8Jzi@@iBFUz1QChIx{#cp`q=Inb?D`|Vs z8)D&$>@-el$pwsA6S&`|;6&y7f5I2lrQcdTg9GrUz~($YGXduAunxpbV{S~d3_vs| zrbkF|{-QrwiV)Y9#;_3Hgi?p6l{U;EwF5WsHs;cl3BBhwnU|Yb?I;x2Ynn$%+q9P_ zDf=RrJs$@;JCD~9K9(@lkCrT&#L>^J-TM+hN>?^0go}2 z3jdGm1M}gy+suU-TSx#^k_pG0#(LhoN6QGMq5bJH1EKBaHHR_*0CE8`_a%V0BH#t= z%$~|wQ<1xwpWoZz7WJl!iT(C=!lQKGBekrW*I0|aAE7k`+&SdI&(i}NhYRMjI!_hj zbxMg>iy>siov~xh*GE^9qS{o<7eXo_(a>5ge_q}l(+Grzmo;La7&c?5bUF>xM_A95717(|6JHTk;7RwU^EjsfK;E8E)S;+~({Kj?-eG{N5=b`FfS~gyEt` z3nwB}&c<=47&?z}mYiVnDF73ls8o|7x>L}z<4eY{S!>Hqwfd-k4SNmYVkEk5j`ecAuWA$lbApYnBOw_{u`DlR*LdQZ*)X^%phVSSH7NQ?S^5wL zCSh8k%V?RN>veMP1&!TnCaK$RJ_&TR~X+ zHxQC)u0H_ygo^abIWy$wkd+i@mT?l9H_~qSUO;7%d|(R@*SOkx_0T1u@q8>r| zvT8b!P5k~$iZ!|BKOD$`(83c;{M~QtPp5WH#sx8dT~K~7;s5rH;ajwQ;-pk10$!}5 zxLoA11YrLRVU++|>2DrwMdCO#KX6ks?e%U&Gl#AVm=|8ECIX|$#*@0pyuMP;phozp zSUaf~v7~B9q{=HzitO0$og%rZ$)`|u=o6j=*%o}VD# z5y`0}(;sHetJuhzzTYOWiRL5%C0sl1jeIMVED+^grR%w5<*9Bo1<>pS8HFc55fK0Y z3wS{QX(z*xMN4mp-q&>O=Ir%dzQ_~#$b7BpkrB5ioFvXcnMbn*4#Lbkte6r^s*l*{ z6n5Urq$?Il_gYyl;DG@%52aZBB{D!EYFh3q;NmzWk<#7C?^hAHqH5dta`8=_MB*Lv z(;4p$zrMeLvM@0w@Ff;T2A^|#xbqu6gEhN{P2LpUvKsi~mpE}~x^jR$gSJukGYi;; zA}_J9MGz~hcun>9>&U2u44{;Q$d0!z2FD5kL)70`?($!yX?%c*^PH3A#Yju6F_IVLIb$^+N}FSK`-18lh#1H;V*+Gn6O} zk$FC>V_Iot2SvW@vU6c)lDrA|IHkz|Mbi^;J9ld4h_ms}OZ5OVXPuoY@_Kgyyg5~J zNSo<{<4DN|EBHPiZ=RmH?s4#RrYOd4V$Ci%23rOW_m&T9=>ml7eq5rAI#6I`EkX&R z>4$BP#(-7!a>qau#u6f@9 zwByGMz4H+{!c%?jq?^{h=Z{){yEK5v=4@W#5GZf(QfM&l1D7`y!lR%(I*hAa^Lu!jcBrO~Y3t-oJ8`3P!eXIdR3W z``2zMW*b({tN3=1|I!O)4-;}qTN{D({eouoh53*RaVwP&y{pygKY@6%PY5rg)MjCr zjP9yrfNFD|^54LQ;Ge+4`)v2X=fUv>V>P2_CF2xtFaw*q}$*Fg`E)SE5z#?2mAZP|DG z%7ylqZ3Hz_SvOGT5h+%_H^*l&TV6{ur|H@Y;_2jafS0^2*PG1~CZk(tqgr-NMU+ED zXHlpTK`>0Z$j*Y5h;iQ{4BO&tuXe<&0t^j1XX`m%odfl4=ZDl`x+TvExS*kj%D_9W zY_gvQv?*YuX#Ru=(PEOzOIEM{;S>n4INSvBkL5KPVS%L>bTM2tslhV>posLg!%%AL zeW0~9AOSC6Cu8ZakxrGJfvM4N6(GRxkY`dTv--C>`T~e;QYyS&ANG@R_3GmKeb56w z!41W5g(8gFXADU?bqc;-_(IL#v_PR)?k%G`(e}S?&uEZLxQ7b&nAt$<{B`_rEL`fd zZ7G9p!w?bgA8mJT4wfAsF*AIF5r z;HoCm7x39q)?LcJ=C*M@nZ1}#dYTK<)G9jk=enU-CWEhja8|H2jSLN3|-VBP?O_yO>X)y@Pm9hCDpIydhHiC`Qg zh%~8j+yybEJ29G9+9}RG8)NNS8=*auI4QY6O16qo*!;hvk!MEk5e>MUJ_Vulyop-FBiNA%oy-{L!rS*91HH zK(*>CzOg82$y`pc#1X_TLLjEG(kww+0vz6HrKcclL6wF`$M zjBR(cj6gb|A-}`jeuOaZ zz<1c{WDh($lUh2G`dlXpf@Ao{m#KOsdELHI8JxcR`uV3p)WV+JQ>x!4_`KTwi=sDbyQIgPGxu~*3`g%S8#F~by z4}@!d>|Vo5Bo1W)ti1Z@tra-yMUVcImAan)eGmV*>E30)O$%CDjl6Z%nN46qa`e)=6?O>CNkibCH>|RP)n3ve1(^|EzNqbLSx|)Ah;DT)QN@5|5=|ZM1PBJ zHKG;}V&8ujOlt)IqKEA9p9j}orAr;KBC?(hki+g8Ep7+|Y2EXp9*=_3vyR`o1Y#9# z!`~^f`y|%Tr$jRa9e-61bQ&W!f}r8QaoEQp5^re&e!fk{9u`WM9`=-Kg`Z%ZSNfQ` z%^OYBqIK$cv--RVLLa|4fu1yyReFw=j*iJL4PNNN8*+f^1T@+L9TF3N(A~pFzt61W zt1hBXSIL%=>K3LfaoBAPqC9zEj{{HQt6%Uys(+P{hkWlcd_aJoj&t#5N(j)M3!IsA za9TskmE*;YQKq_zqYCDxW;`4MVsu!&zIAs8Q!pgrn+jF7U7fwF63YF# z`_1VS2MhSzzWa?xXyHQbzK02dj~de0_p+u_7)+k<|)d5)i! ziIpNnK2+Ji$DX?au&Om?vSC2TYb0=2vJ}4UE{-;-D7^9q^uCUn&%&W50+~SQ0?CO! z<%ZC@3^N!5%=9$+S`V@hdcv}@G?T^esQN4cr+_$(elVvPNfUraM}X=1X=`QTQ)Y9s9}2lhxL0~I!1d{v*otC8^{S?|DxYR#0;Cm32Or2QOTT(ZfaK59G7Rz zc4`;-I`jW)SO@7W3|9LH>!hr;ko4%TX*u;wKzgpQK0ers>Sa5RDU{6h zoOJ#IO9W5J*)aW=wU z-qX)R`wZv@DXufsC=WKfzI521Xw9gdXt8`}0tDa89e+1`a`OZ4dfI6=m{H?b)1}8K zD3`7^3{F3JRI=^)LL2k4FX z)F?+ecJUxqJ1iO``{yr)x#OJ&-D7`Zl6vvs<+DXfCROWn!2hqrPd<|@)m1mGPd0o~aft*(XfRsH(%$7hY8cv$e4p+~dx z9z_!Pd*K9Ol(QHXvYvepefv6~p_@8bY~O z>qivcMZMT|CXZ?OGW>-QDTowQPwk*-`lkh?b^?t1aWa$h*8Ym35E@P5HvL5Z5z%36%rQuCd7Dt!HbZB1gc{vxn+JqgG{R1lu^1gS%Y`2RC%)-RR3A^mS&YjzS1 zEg~9-TOoIReA&Vs=e^(+Eh|$r{O>yN7INc%Y`{-c6PGURHJth92cV{+u>nQ;bgX69 z9H_ydTQPrsmG6b4&bs|fNp=59x9z?bHV_6jwf6wkxX$(Fdx;pafzTlP*~bc-Qnra# zRm8(9DYp6ohmyG(rMT8-Fyao`;$pM&s1I+oidGh@4`FOu%YWK=YqH91dVH6ZJCH=~ z7hmfHsZd8sQyFK&Cm;U<^dCBM9mz@?k>dcMHMz3#W+PWT^3#6%6yL+VopMVPtCZ*W zKx!KG`3~C&AQqpuM;mQ$%gfy~r6r{}d+0h>H2mzFRW#TbP;R|b!`zAMV%>nU1UX$< z+wW#+S%zc)*nuK`vj2!a&HmUIJ%}BNxS41w`+``lRv#VY+L_ z4T@-uJSLjqWy-yL+-xDfFMh97$6Vq{SU&P#0F<^;F3)f2G}g`(#3hzf%2fTkv-nPx zL2Yr5MEw!^>HqMBdbh-JtvFDV)BC&{3#6T$mc$qH;ku)F+4y{4l+esvNvl`2+u{;D z(f{aWlt(J|0Iadcn2k)v6@l2|%b<$fIw~+G6kk#8GhZC=PI!ain%#cDgPO$Mcjlrp z(9Rqr_E8D26+k|J27zJsBW5&&?+(*oCwccrq+}hPpJc;G6*#A7-V+Y-cwg$}CA(ws zJYb(bu=nTrpM-|Kr4jdB@3~{YS4o#$xM~;JR-dc3p&eQLKwmis&#mZtxH8_GrF7wV z@%(0l_W)h&57~Tq*~2Sz8KdJ%!X(&Xt=VVieo!>#?62}lFEDVxun-4QH=L&Uds}lC z!ZS(Bs85krHY@WU96Y^SB<4miw>NOB?Y+-Pv5T!o$r0Q~a2fco8=iAP?+FF?O9 znW5%fDVes(E=%r+EF+7%+Ih+pvGxdIn|_+e$EqE!b*Dyh5(36`wl6;jMPeoJC7Z!)ff%9q&eC;mqzxOla)AfOFrb=~9sK}q zK#{)`cN~u~k#$X-JqCQe?@QRW(?9eBk-dMb9FLA1Y~_p_?{zi7x{38SpOInN_}$#- zINFM3rBw~?JI1ks5eHg?;#BXzACXZG@^KI@RrOv;sRqpGnEG)6X4^Oos%YvOdR#TO zn{(KMlj2gqwg&)eH`D!M*QNe%=bxyZv}PGQ>N^GBll+4N6^hjzf&Llxgy4F0O*6VV z?%<^|9D$F8_>(?{(*ZL$VQE)mh^f0!f-+{TVCP>f52ryE?>mzBj-*MG=sSj)qt3mP zv7h2Bvw^hp>20u@VWzc7F@}n594O_AA59*J7NzX)hBj&MM;OOnK!uBQ3t%tRY`gQT zd>JE>o(|v&F3+R2g)TF@hh$EL#b4d;3&~4bcZz#}{WYPTh3V>0f}5Y6jHxVLUcHhl zvJ>3R?Arohhy|cN6U0irbChs&j4KPamSY)sMT+;7Zl)Vqi{h9*Bu~lso_u77r$p46 zH*#~DBkJhk=6N_45#h9yxe+hrWIs3Y9>>bJrhJ6+E2dF4BHN_aStp9?hG?N=a;c7G zAeZLazMTcpM-~8&;2iLE=;%S20bs`84qP_>ZB=p}ai2T8xcSzq zY=Hx>qs#3cIpr^P)N>KB`0xopfI`aH{S|!x z!dpbwrLo$-l}rIb>Ey^;+H0YhK6EJ%k9FB?UTAFPG^NL#q&XO4FfNH8w`LIXKR=^g&D{&b{T3%9nLASpX}zxrc`&vafWxr45U z*0%F%smQP%jg?YxDIYKzFh&sGGeC1#y2_vnXY*vqk)(4ZN9>j2LI9NnIo9-zU-ngD ztuB-kUS?G}B(XQ6sufgw$R1YWHaSuSfuDTRYT7TWn|M_4Q_^*Td^-5~Z|T_Q|7cad zgSnhiszBHwez+!@rgH2o7G0uF#cCi4P^ELtJ-WzN)iy^M0fH1+v;79g z&BpNPNjXz#hq*aA&;(fw%ozonriQ9VarN~Djxi_c)QFALF+{|7!wi*WgIdTtATMgy z?H=MX1%fH~^BsNF>X7+L9%iCUVQcr`$zZuViC?se5W+$8LL1$Oj_Gw?3})!vcqeq8 z82r;#{6qdWll;fz01FsAiNkhWArZWCU0=^M}y2(46yF`k&{7+=U!h}GSA3Y4Sr z&q{wa7RpU;hU?Kilrb=9YN3Ll+)=#9wOrapEv5;%LqNSt-kj#hQrQs}7Z{-q&uz|W zNYDw6$bK*!x;l>nj%>U02o?9B(B$+GXed+yiH6CD9O>$Dw6~m;s;;z-1LH*b==zt*%=c)%~>@BB|Xp}u)Owgg^F|1XVvj9 zJt+v526+;#t;ZW-EWcIg{DB!$Ffypspa|kBs{E%?_xQZ0<(bRY;R$}SVZ@-vEL-_e zv9rZ=S8=svd@d*MX~xEk_ulDp?fd#>0RRlM@X$=2LmLAzjA4s0+hj+=P> z(L<>0(Xb?%0S2^(=>Yud%iGL}y*{?{;U1*ozO2`_PI1d3X56ougk zq!ZlU1@qrt9piSCS6rGy3^MNuyw?M-y5=13GqHbQFAm85Z;nVBGEF5OYy`WpafCej z-S0t?GTFTDUjoxqYNvx)ZyNhF7>fgKv6ntl_F-|~m3LjhR~fwFAP@z?i$YAch63U( zUm)4XSQ2I}WgBli0@*5b$lcqj+XFKrY~s9YA1u>>gnFsypP{`Q&Eocn)u>Dcq~e8v z+99DI%OF40qjo@$&T4X(Ka{o)KszRo+^c>}p$2>iK{RKrC~e;6x0w-eoF~TuumxIp zZ$I6Cz}NEQg>bkthzpnleIP1RmWnTo=Qpdy*A1f3VtxFia56C*E)cMdVZgl#6?skZH!S~U z=fMXYj^B2Qvb3uEC-?G#!&4wtfgnF4&5q@J9rCxpU42|RE$$?Lml`c+jafTihlJz6 zIC@WJD6p=A^vpSLtbc?Ww1DJ00$Kr=Q0C!|RWb{8#F01GzQ-b;1XH)ROGWzO?TvVU zoR{LlAp*&7d#?fu-5vdJeUQUeb{;VAnOJio+nEl$v>%EE6WU-!<8LhICQ-z83JdNF zs%D(Jamp(vW+5G$9J!)faTMt6$CB6WnTZC<{v&9#wu_2*5Kh7lpAPBj2uT9mO!)8C z{ZY?e+yD=yUrm2b9ilUW7%fz7c?KMi8OOwPdYZS6F@BaZ3dnhmD4Yf#u%V?8aU!sK z0ipdeH-r@k?y4meJ1wgp!Qda|fIjI!#)t~O_=P$@__z6251KiXU%i@5xq0-g3pzbS z2r{B}6kUM#Ksm3#>~6)#-YK|^RWOHcrfF&J_x!VO#a3klW(?$-d=9)2jwOKr00>|K z0JNVibW{J7wgL;#K)%5(QBW`fsZdf>*e-%WY($yy zURbxi$PYyy-WxIz?3STkEL4fg6wbOXCcQ2zmecolSM)nWL@%ZmDb@FX@^$^8dEh@L zhvrh371^TIcqvQj-T9fqrR8dB1Z--Kx2U&+m)d|jsR?>76h6o`DH1`LbgQ9SBP$!h zjEZd4$cN$<32Y4GjG(7D91)_FpF!*bG3dS*j(IHwv9y#fk0H`fQmm{(gcF?(K{07p z*6K$fAkihBG3ln8AX;%n3YJk82Q2oT)H8FFYg79oKbP;w--1~5h7{w=%R1OShII}F z3o#OUe{jO?WKS?~TtyD`%7$n%>cC+jnRV#YkpQwB08c>XMcl&6DM#I+Uo(N-* zUkg1;!)SKt>K4jg?7!u~W_hTQhFTfNB?ZTvFLINY>}yC-KtNkvmyld;IDW1zTRGpMXh-CCyV41FJAU7`KL@7;vR zbL&S*>RFI{&K+3scBz3U#N$1rI!_lX?gF#e=L6An5P+d`|NnH@KmC9Dwfse|6iDSG zlv{6#3*INy@DCdd#$K;05!&v2`*%+xv81vL5v%*PYb82DU5QA(kkNNL6bBm$w~jo9 zoM!Ez#wrl@@2K*f6@-eeH`^uv(Pi z2eoOj*kHMOqG+3QU#>#$USe$cmCuq}R0y{dSr2h61qLK8V*CEii8nS65Wy+Po(owd zEIRqwmVIABeQ6S?p#W`44U|76wpKw7|NS4CgoVnprdSB7(3xwJ90+9oC6z&N`<;?j z-N3Jbe|9r*PII+e)n8q~Rt!xrD}9uY(ZpP$Qn>^)aX&?+T^tI<`(!2O%o!kB>XOAb zco9 zc`Tq6=)QwPW1+GRK3(PT}X=G2O}?dUtwpKyS!SN0s6n}tk=-mg=OPC2fI#$+ScO!8imsj0DFb5& zO3ylhU}9ZH%O}z=@%}MN85NU^5EVkHfb-LJ*y;(PX^r>G6aW{Nr6Bk+zJl#>gW5o;ku*)b@RnQb5MtDGX7 z{K%ElN9HnnXZt_ady@Z!yiIE}#(zqeFym9cO<=fjq)b0zBADdiHbJMPt4AYS*oz(Q zQEy14x&;!gX57;dr`etF9MZ)JJ1CAC*L&eCZ?P?*M&Em#4W2ZWip^p)7n%kW>TJAl zNo+APh)3lxrSa==m!BC#QTa4u<&~k045z)BA*L7jPt;#u_=dLts6^- zt^L2olY}WwZ5qH$gHU)}We47=VQy1|<5ba2-{2Vziioti(IL?jc%$C^&hDUOWGpTB zD`JQa?9aGDhWaXm5~Q1hfCFscyl;Oq>ffwhhOJ*6onp7kI7d047>Q?DV;Y01vt_u} zXXy%%v+-}He)MvU`I#5y{cu&4stD2AdkCr?-x&a$zk9T_)kgzjl=Vq7QN=bfDpvh< zuQ8aS6-!Prw%>pn0Fu2qxK6OJAji8Z*m|_aBf9cr#p)HQ0>I}vNDJomz$Azk&el~@ z9!?(e1d-?y=kwU|N2$^&>1X2hAJMl#c~#% z;N~>gHeB>98YMRgc($fNLfLYZtFboVN2rwe8JURPF_qoHP5M%jYo8@f~1nhWuWj`PB%C ze0%f2v1nGi18DW2G1j$3LtYb!6=(WNXe`;8&VIs&ZYo(VW*F1@njn86Iyl{8Xe>DH z3MY_^jm^wDASl-f-gMf#k=;K5ozSJG%7#hvKkhntW_pZu9ZCr(UtGiZKTrKHs8c&X zIe+sHE|vFySInx`%z{L{|yj%CqY$jEtgD`=uC_WA6x7Rl_2 z4Rb{JUDUnGeWxw?!n5a^61)3RU_0D%5;2W%D6Z2z^bJmfzsbFKG;W|dvJJH?3~!L; zeD6a3G#6cdpOXNkndtnhr}X33F5q_*UI-6W5}V&M3XKvD>rn`ir)i!mk(0MbMcxU# zhdvk#CQNg=hnFz`00_ka06{0qT^s+8a#Y$hXG+l1A-xY`9D1)?Xrr+u0BA&jp%87I zSMV2>>JsvS;}GKVvM<_UMlYtrt&ggBumroCsYkQwCjRhBl<0?WV?uG9*dX-nSjgHJ z)MNJ3aaU2bGaR*VA%{l#Pjg1GW5Kav(hMf7fZwpAfT!on4m_sg8yV3na9(1FN zH=%xdx$PDd;Rgl)mGbKp&nl%Ir62}m$2A@eZws9G6ZL1(($kI| z68>7}<$#+AFEQftXM)Lc*~XUFi~($6o(oIu*?*9(;dPb@=@$VkRZCUUGTgDGA3{mD zG5|S*q@zQ4oEr_*Vg%~%>_+6lN5CTv^vpn~9x-oM)wXI6MP`AvwDiepMTAS(BtGNi zuzT=JXT0M3P_+t3elj1_oH!!eMJ6-I2O~7?VeJxilEMp8mRe{4VCZa>*>2 zNiHaqAU|HGO%_3z-&YWExPb~dA;x*}Bskwzp<3qh2e;wmG%^)128-?%B)^2R6H@Rkwrl`Oa^IKj5E1tzlV6bJmL%tEsdvU?sA&)pr2|K1!BG=3G><8`;n0&FhPbe&h z-K|+X=^%Bp$HR6Z$jr2vBLR?AIojaHh@!OhC7+iyWy!)YFnUU6BWAea@NgMpWg+cM zil|5$-+1_jB0}1xs>t$SeWA!@HYr$v*aE*pzk4*TbYiS0RvvC!QBTuPHbvRNnAGrrahAn~*-{fUbHN`5 z-a@I$t$R3c^s+78>I(|_skhDZ8}6`l3X>eG;biM|*B9GHu#{-|mT)-s=ON3chMC>^ z-;a94cPirkL(J>M<>9%#OMnlIJR6ZA3ts{65ka4tz7d=^QL_VmD;drlPkMRQG)fUM z5Q@+~^2LlaD!k{U&z-y7eS!tErK9~OH%Q&%@7k^JH{Pkpn&(YT_I2si!tyr~Kfio4-hy-c-C;N8RD(qGyMclMKvf z`$GxOHiN<=Q<^Y#&57 zkF3Ofa3u`b)uvs(7HTg=bj~tg`D-jkNKWU*nTw{tuilaVBY&_BJbVSB$$71f^4srI zdS5FM{(Djn!I#XS71wlVL@y(+^Z*%pV89g51Sj*C;l7ccCl*sItx2B~Oi%l8bEzy?98$+-!@l*}Y zT-u&dd0A*WKW@TNkY^0 z@553FQ=;}XrB{;=2s3kLOVT9feR6UpAqQyczgT(X*2J0MK$>n}D7c-7& z0>*OpTX(X2~HKeu?SW$}XSp6AaTZ)>_91Mu%+ z24Mh?Qs!bSN8qhp8XC+ z_iKm*hu@qp58qbp2*U9tkBD#9oBq47x9T2BW6;t+MALMTYF)-MA+|IGz&@pU%8sxN zgjY7$HZP;vC@rRhif@UM$f!W`)XomM000Tt0RUAe%Uu-zjyiUBLDp$9;m#g#_tGk- zX=UyX zwJVb7pK#+tr(&Hsr;1>pUEOkXcpgbDJmmJ-6)Hn?*Q~vKIF~>$R}KoWNvb5W z!=501P^YCR52)-1e##sV008C6wh$8Kdk$uok@}y2tiwGRs_Nn+4wC)Ncta5r6n>35 z0-clcYo(g6NP{tt45S8Xmehyb7?_1}E|-1)aAhwE?3YSkkfGht{&>0L_>l-Xa1v1I zurDX!z+f8Iq_aQ-X-L@aQP8vBP-iso{L{uS=_fUJ$G_#2m;ER82FN>4QRkbtsVs_I{NtP_;R`Bg;g(yKAu^r`hswfYBg=r*)LH7dmHW(3;n*k`2>_yKuDKb7F`D z9{7PIA5QtS?MIvC9p%!p3$gSCr^q9Hx9FSgVoGT_`Rqz0Nzk;=Z=Z8e*4MaVOu!W2 zEtRn9&q`bXpjjgBUMUt3R&0{g?ELV%CsgCO@cVPYJ&U3NEUc=x%u_s0-C?}@TzOfn zf$x_+SdTv2_bv3?yKCot#(%S=;Z>+Xt&nf#PyHRv8yVMpW&Ci1EhXzdA4rqLuJ6iJ zu7KiTwYxG6|3v~tCBC5XD4|lOU9(CHtdpmpzA$dkkx6OG{CNse z`bNO_kW&lbsdVa%1!6<8`|udk6J^eaOd=Fo_^o;5eV7f_MMXXw%?_xDos5-kZ$=gP zMZ-v|GqRfxWx>xYdrsFCPBItJB20^+vwG@vWAbu+Smx%-!$7)Bfi@xs=2_8d9V<7s zT+BUyY$OqBH~YfcljE+Yp@_jaw_XDjmA~h3IT4;D`bCS&w$E59FE9!heI=dN`t&ma zQoBzs+nM3U7?Me>8bAZ(l)N?%OhWr_1a=GZ^*ELO@%$5!Pc^`&2pP?jp3dr#b&x! z?qL5ucsL72^p}RMCaPln{OWtcIj;=Kw99`;D4l$GkE3rpI$cE7bg!qLZYUB8r^PdSwx?Bgy=+qMg6@ zm+W;al>B4o z2)7uH<4O0js@?b<`B#H^$dYGF>wuUFO;(7fSj(5we#i zCv9PHya1(`kQaTt9}b=KS?%F019s^bZGjZJg-<%*wmhi=-FDO73;EMKOxgkE)YEgy z!#4|A0<8aMKJi!%bfLk;o9R0h5A|f7P)K0@6vxp$1m>__8(#dg9tpq1pOU?m}2eFB1_WIHT%u3rXzbQ<**5Rof4-%261-y`VN6|(9K0Bh2PW2`lkK4F4 zc>09+tm@c34LT9fXv1?G4P|xNge1epbn2%ehGtOqR;+KN*1IOi?crWP_4CHVCn0Ea z|EZ1o6~LrkGzYD)ii|yNIKT?_)En6^)pM|&tJ->p;P~{h(G4rSBAW%>f)!Hn9>C}{ zZRUewEulE+IO~pq=@ubRcb&HwdT7@;@|cS{Sgn~yZa!=YFikbRU1Ss`#;{&+=vO5{OF(h@RJ-^dyxAq)&Y=t+=;nq*2 zV?H_VPFPsv_4yQX-Bj*e$*jGG?3xYjH@kza#MZPV%5PHO&g^|U(F%$di80$F zHvIU;xYtW%4%WZ7vLDhMfOeixI_V1l;zu@`;7rg|_1NvcuN1+ci7Yr}ji6~XpzW<4 zaO(HQQ)}C$jtUHRZ)(jCu8jUcjR|{`iSvudl2!7{`m*Ms%Hra*Q&uR;RnFV zZL4NZb3A`+@(WGa{hy6vY;c|2-y@cnHseXELai#LGJlGddub>BTM8^tuI_8e#qFG#lDO1SpkCJ%*8QK^0Vvu zXGg`61I-5$kED4i=)EdjPZ!EeE%;X6 zd=HqW*)t#$P+P^h^$Gyd%RbAgxwL0rNs#>>>nN^QWLh$FreJPjgR&k~vd8L=S872# zSA!5$-+jqgK8_!K<%hO8+iGgT)=ZIRU1b^bO1I?d2ir#pEVMOabt(gbHi}9qd=o7k9*|%pjk;z} z28|wen9_~u^`0fC+U+1dWRZ_4bM!zp->EixX5xQe;|xy{Qtp(%y`^Mt@PnqDLw{~> zGs&GXWA0@k;1ePBPlx0<+b?FMd#UI`wfJFY{s$>ydIy1WktB zL#~9IBu9xzJu8peyycU(C!iD*Nqmx_?}1}>a;oCk7ul9apVjDwEH57^YZ%W@rFoK) zA?G3Ra_%#R6BZD%2#bBVpSF`v?J+B)opV_Nzyc?%<$Q_>TC=#Si*h+465d`DC;o;% zB9xW_PPi?%4_F88CoN2i@H6Y1i~^Muv1Sb1byo~Q*@OTh(t&ZR!IPt2#7eG(Epz_0 zQAr?R_!WPW=5dGr zqX$oU;@0{W8MJnR+^4ceqr9CDR0E%xGcbA*&x>z2va@(lT{}GTdM*i^eR`Q8t$T0(t&g+~* z-N#XF$Sq;-tsXw}7RCh1Q^5UxjuA$pr7Gd@FSB8HZrGL!Uw&>^K1PzBq`7&!K6tTl zTNd@uOUC(Gh98W)q0IBF8}1=K*Xkn`EuU+?yxF(?l)4G!7OjAUuga~-EIxK^s&~X@ z$CY*jJ{LTp`mJ4p$7-AAh9@s;}hiYyr-6FsU zNXBarxH(MNEy5GTPsj%#sd!`6I$08>E@wsyI7D`c<(JOJ_c}gfq1P|Y9>7}RM|wb# zCg?@}p6&IPog*%{@Nb-}(dC^p!2>b_m5S&UQr zwWieLN_gzb!fTfBW(#K03fgR8f$_;_CpWTkxWImEf*9|;KO(BPu^l9zE*JDe(YQfE zL7eNx3b}t-p8^;Gjav(mphj)pJ&83i$~&+8XOPWyWoLE!1y}HY*r7-JXoW)X<20&1 zF~&ATPX8zQC!6803DS~7miHvTq<)Pyp)$Tit_E{uL!yIR=q>tSt@qM%8LZ|h5Y;!y z#E>2qKZ{!|$eO(_y(`c6*s}Bgwr`biEOmRUAyGKIm?J$$5z8F@hfn86SLVPDq7B!&s@}}sdCkF0E`zzmw^3-Hbn%(Zp zw5=&Cg8D(_l{Ys=-8u)#E2H8v)Gb-ahqe<+&E}lk^IKg>8Wb@TOSt7;NM=5Y38ea& zbA;guqeEenxz|7uL7*hW32qP{M18k0^PiQU#lRkO?)V>}Fnz(E=!SxbHj`me8;PQM zVMGQ^{8sR*OjgoMY38=C3FsnyR6Q>d-CkRnLHTxG*MwH?KCq zR^yG zomWx^T`LWRlf>JK9_y)sv>?~1T#sUT?BeQ3r9-zIAfi)DB86@{TUtzH$1j6xV!L6E z>J6%HzjP4~5aB0t$aQtyt;cCn7e}e4@<$dUKour{A`G&V%IyMB4Mm zt~Ad2z3p$7?32H8YSX9Y1s`|bnvtP@=>^U>uEXxO0>Lw82bKmq5NewvN7>2=Ln>!& z5#4W|1gUk89I=TjUkMtn_Px&`uxwfrSt*{rs+v1|Sp*2Az-C_c*{KcWEp*EQV%Zi| zGM{Z$2Bz4W{N`cF*o52ftcp8N8%$Fr=S6Ax@T$7@dAi9oWE9~$C#|7Zkz&Lq{U}g% z=k5xw`n~b6(g=~bO5VO;<`Yu`vrt7=*u1Yxjn&E61ef50alRBpNBhZLa!2^M((Jk_ zwNA7ndmPO6BOU{G>(-h7NO7lkucCHPGky$_gV|{j+Ah|YsVpu^DCaRYHm_si%QH>W zWnVOeUe+Jb;$NTHPBxsJEQ%)zpH;-lyIs ze-Yw=_Zr}0fvC8HQ5Zk-pu%g!Ea_?AU==({uNDvZ7A#8(z~?oGJ36*f$_nh4xmw|b zsde;a$iL;kVt8p2W_hGpO8U7)M?Dv_%YHV_vX0(;{+LZQ z0he-$e109PB0S{V?$;HDr^kaO<3%vNP(oGHI#E5>TN!6!-&bKq(;o1+Sh5~P8a3ZM zGYwyYLLZtFau}FUUU+t3>P{~;a!uhK6DQ?kB_XnZ)!;BGuF`FCgCdI+IfzgpTBwC} zCV`!p&l=;=&~lY_O-nn@xik-Ii01GDo}5>p=;jk3xm^%-3HP!qDM@>Usc+76b@dFV z&OnN0aaoKnY?C@}64ACXy>+!-q!~o$95Wln*#Uytyk|)dw&@>Y>7X_GJt480+Kvxr zl9J@BRQCZSFIDPno}Gzehjw?DO@r#2F0Ww}3r8Yq1A;0~@CS+vFH~jbLU7g2N>zzN zV>_ImZVp{As4I9ryK=NRNXaVtY-|M-2YjLU)1do=HOdQ~Kr07+ zW_5%V*I{E(p?<$V%vD^~MxeC3Re5NSdM%JhG(2}$^uDi9!#&@1 zMq&(lhBGIubG&XRz=$S|w(;u4A23#d2qs1J;VCPmFIf0Jb?7cyc*o`8DSJpci#0RX z>W~&7;9v89iiiooz{nRfRZKfuKJO7CLu63Ki&A?<0xw5Gvb2EDp9cLp&)gThPGCLn zVl)z8!_HDz9tvqkrlPJ?BQMd{;W<0d{adnU1#{SqMT_MnZS$nLvv2KtSG|e9m~2(V zJpt6$QPFUHnWOA8ieu}Vewy2~qw|er_GqV14$^F0nVC-9cUTsOt{q?5C~j|DnKY0x2#7`GLArmVBzqn{o z^A2|eqskd&4u3G1=v}z|_0_SO zID~-O6QhOU@ZV=bYr-pQTeTDa(&3Db#PCL`dZVJ-)0~damNZxbmH%otO9d`^{;bdC zjQCgYWd#5L0dWBUAc^wVL=?Xu8h{X&CQDC(9zq)Xs`V2NZ9zG7c%i!yl6s!1kQA-E zOTgWu*EpBaW`y=(g$cjF;^%NKh|!UEK<{0>8jV1@%CS){{P3N%j<5pD)kFI|8A4#~ zK1zpc*3?`rqU=#Jm%ksqRpiaj*s9kg1I< zb20yOr>}+ak=Z&JZiwdit(oN#~go%sfTEb7y)!1)xOw7a6@3v^C5_;ytUS*l9Y(4Odl$3!NEAbWKDY<$a=?Hh!d#Pk0k&eO11!FNe z#@hh$y>QGB8kxOee!=R9pS8CD3^aoGx~6N zc7cF~^|>Rwnpx6vj%B^z)6|U-PGLQ5-wz;#(6)p&Y31@-A1EagOzjROlLb*V78d59 zKuiDr@06jTErphdwKP9Ld~!ZchN;sJGi|I!4|cLdbir3AZW0(W#?a>+$<&6Sh-5e4 z)X94-5f$HrK}|xq%OfJ%<*XY6pr2EB`G5cb3fBPvLVUfc1uq#B2t3>J#6g{0-;e@A ztttZtctV6}c^%8RjW@A}O!*6bl1mLyr%dlYDq{E1g%u399^S}W7jS2Om4#ql*H-8`WI_fwEs=C)zqv+QD33NAN_ty4MUr zA-?MsV<*QaPP7$^Y3vkL)I`Zikz2eSZ!RE0A@ZimJPPChKAd9M=%Y{VtI{UoV6;{~ zvBZRZm$iBT2`q~y^ z!n8NxT%BfjSn->keG!!5jtE8&p#tic#bNJii&j3&Z^1l;<3^u84)Cc%JWUWt z=-fF~-p(<>r5I`5(U~&R&&KaFjtnn|Db|5u}+B~YNdh9@)_ zV0HTW3b#iX4trxS&7IE!=C}&(;9~z`&%$%)!~S1}L9>b;9od#6U*XY`9`fMGDCi=%z2RW(j4a_BN5y();y|VUysl!4UPPy4#-ZHr|y&SGZ5sj(R@5! z@e8S;dT$;P!YIPi7!e42SVoeUCg+mW5n%kz-ZueMYzC5&(RkzYv0Roea*%7Z+(MN; zp9~FJqOHo#>m91}nu=h|kHob;n3&=FKkKx@OWQ+c$An{^!;yjT)6Y@TsN&&9UI9V9Og#RD=lP8}}1L zn$~fz(W*cbkO(2?$|;y~ggv24iyo}j*_+fic*|w=BnSR@jZ=Q9nTD9OQ|R{>SF9LN z^yGjlNtOSuQ}WF?(T`QC{liirBlk~$s4GFvT=Ee1_SE)(-&oBH6}_U=ur+KtX>}vx zV^$Ae_J;Y;gtXWSaY;-=D4yYtW|AD>;1YnG9>m=F+=jkFj$+$#dx27kuvCLVwbSl; z8ECm<9#Ko2IKLt!vBgoq`PNGY0Mm1YHXY&k6Dd9Nb;&8A?9VWvz1r+c?|AUTGOo1v z6J9daNIShV>|SJ!^AjD9L2m#=9E}N2hjxtGUIK`Y;egUcZMNT6!cvKKTQgS1fk6{) zdG%InM|+&={|ali{?b{j>G$;%P9ieVEV#DsF^fbAu zeZ>wKc%7l#Jjw^Fi%381&vrh|)(`}*T|S6Jl3>ULI>f6LBp~6pen=nB?0ps?6*x}` zxS!3_Krox#rE`5vXd9jaXNRrvUW z#A?3h`7c1LUtZ{@l~;hW*LPC*cu;wkV~o4m^ihr_^g=vqzFx79G;w^69XxqlrZBeqUbVot^I9aFHaX)%RGZaf}xsawxLD1N3fniaR7 zO;H=(j66U6JZL7L4C2SSQV|>V?#uMU_8mb&)So>oS$-a_bWyG{x^{oL_#0;U6_!!L zNFWi@dp(~flCMDaJzQ2E_Pd_(am48Mh}_?nPRvoekPDQx1tFGCb#AUntTBjjp(^`L ze7&M*C9YzFA2R@~$Tw5=Z^2%eEE1R$DAO-Eg6}gAaJ}j-YvpQgvAB_3d95}ytnf1~ zZ$Clq=K&t@$9;=M6dcYZsjzvN%3{z~Dp&YstQSFke9pS~b+$;V6-XBw3U~3amr-Nw zR_>262J|Oa{I$xd*W;)Qf35I0$TsWk=?aVn5*g8caAM_8J&UW^qn^$uF&{3M?D(;q zmaNJzFk;4%#_l-RNhO;}7|9rjkbhdRxcI{ zDy1P?Cs`>z_P!*=g5{WWrNA*Gd=#&y_OTw+ix=2&g3qNRE5m>axFM#<4Olh`#NF(A zw%zPLe%hFE5JM5ACy$m7?wVr#Mak*5m9T7)fel(QLmXl)%5c&g=QL9lx$`oKCS3^3 z*g6&=G|Gyyq8d!mMns-BMT=y&Hs!xX8L`ae%2{V7aH3`sCbJVn*K32$7F8ILt#t>> zTD!C1z1HoCuHA_SxDQl9#g0owWke}%JV&s>vuMUYPy{-8h->>z z=+CcBg*lo3bGtL07^r`NYk7iF#L<7+hg#G&`Bt3^;($aSddgC+Z??#$U?7>vOpV&2 zCqfW|X-+u#Zbt5Az?sd=sTE}r4x90a3B8UEwHR6C+g7(OCZmtV84|#}@ML0Lk9ar8 z;(`L^vQ-%RyDu`=uN@5XH%ifIIzIA)tzxyg#(a!Ii+2-njhWk7ZNETjSoXSyrzu~O zw7Ow*;1Qas2*H4{UYoS(!65OtwzJ2aD z7fUK&5wPYVd!WQkFhy0w!|GBGRMs9sY#x&G2YixyPu|7aTMs<9-zc=D{CLPFJVh_Z6jO*|*$+xasFgV#=5l3St@BYPJ zfn>YJ4#jCkd=L#uw|dB@VWtH&b%EltsJH3}{uoN+WvKY|rHw`@d|KodeT!fw%J`+| zS_qodQIG!^VQ8l)CkhKQW=WLfmAw4*BD?DxEn-yUqu4vn!$>Z1WPL%ach31@S?}ab z$|@c&EJ`7jxfc&BjZ25-^-7?eR2MLg*QK-ob$@!bgTf7E-%Mj_YVx7edce`UL6(3b z-{-)1MDb&~O~llwz6MAh^}5s-a887%Z3(ZZC8_kI_x3M1<`W|QV@36|X$1Ces*dP@ z!2MsC@d)qKHy4p-1K_h~id-wW?FMqC>b@J+ zTF;zxXusEvtyZ7SRbu>P&QBYSX+7nk3; zW=%| zEis5?U#U^BEGcho7XV&Bp}+jTKfxn~4$2S2dKoT6)axv7-(OCr@`DntcNfcoSM|@R z5A9iEemjV|HJx^z1=j`*HF{M*)r^9sQzou-`P+)k*=~tEy~YIB<7OnyR6Dx%OPlyP zJKU-JkS&<#7qjtOlONZ?+{IXxpJM77QDAJ)#8WPH!1B^QgCGjH9Im1L=^xE*wPy*( zmE52RTN*zubfNJ{<6#idASF0Kz%XxD<>`9@AK{ZL%*=z~g8qJ;bTE1B7W+gbkJHJ} zo~qkJv5MYm(krTT zfg7JSglrG>Au|srRpFI9C5o>&IfB%vYotY}>-iJ0;!p9J!@>nu4F)bG232ubdPrFe zM%Oilu9B8>8G8oY0)h(;PM^Yx^x9SNMgLx??E?j|C<7?6@F*9}&esic_H8dv1mX>c z_4@nbUHOJmPF#d86ZyA=N72L5A8Y)l5`$`1%yKs797;q80D*hEOOHdIK;&)JpELS2 zCi_C4V5Ob~yn2;F{`gjP^aV?V*y2nrF5R%TIx7D7;!0y>VXG*@Fg#AVaL4JW5Rt)i zGRw?PksT49j^|Zb7kUd?^2Mj8LOI_IxA}w&Ye_B*1zMK_yoGi1)CC)5iT2viSd2gL z8`paN+GyRh=en9qe*zkxcH4P1D&ba)2H@MOD8r1NsKHqTy79~TijV+qAg_9x65;6{~B%n z1nhI9Pb4Z055(F`Ms}%_fR9>S;by^-JNF9-A0k=?xfDH@ z1-xi7u7uTioF3ncy&;|j+rn&7D8_61knXd>SH#~zi@u@D0;QB4y;=1P|3Qnae3Im) zDB9Dab+c`My#h?yG|h@l<{DUf18nSDmD;CP)XKH*_b7~HQJ_s2%g?Lv9w^6Daa@Bf zx51giYL63Sh;cnS{C0@$CAac^Bjzp#y4=6A4_V>0>Nlx2yeU`NX5j0k*?kJ* zc)?XY^KXOQ*b_lR%M21rh>ucaZyMC75YX}U=VYy^L3J^KU)qUg znXj){M6JCZ8TrS$*8MB@B9FF7_htVD5!6BN#1OQY+4NSU%{qa^E?AGjd@2tSGL<~- z8!3Xrt}}cTq??JHGYzxZ;{K===Q8#3McZbVQth8oS2e1Tj&=Xx2G$PRIj{axuUKa-#!qG#i zkjPS+0E1hn#hk5$>NQd)m1cu%RtJ3tdo5g5k;&Gf?lJ`G;@M_1&xn*?waCCxi~JK3 zCCDFYKv)iir&=k#%`P$Vg$4>eHUQWOu+JjY8dzZwLZDy1RX>}mU@8tM~8 z3XlfB{4+noPI*PWf1l-)THP<~Y&sMIHi7~Zqb~-%P-@TUyhDDI*=6=rUuHVsN^8F8 z8hy0ihzHYWa3`Q|ssI28)d2uOC(GKK|BgvwrU}Y_lB3veo?*kWa$VOkgdW`*Sa0(Q zMN{FErIbO^?lu#6HxYO}eHrvV=xw9I(WqH}yhenTqq9sHH_8CMv|E`YVA5>Em(eKk$At09;qH!@a;)y1XceeN^u( z`fe#Yy?o|3et;YFD#N-Fz13rL+K5-j znWJZlp9>!xUf;V$^EvlYj}{WV!>j%M8}IW*h!>}YWYk%-HBuRDxdTshCtYUT7qV~n zJ%|^76&G)9!AP3uwJ$o#Fv1V0DXobFsI@dAhGyA@Vi|3`9F~8pDZTa*_fO83mM|B+ zgr>~P7YQj@H=pHiuxAihKLr*p43Pa1^m*ZwNhfFmhyOc@zx_RnmAwdxfm|~K6!ICQ zwsB)}Xu1a>aT#cz;A}@}bw}%9XKj5F>4d)^Zju*(jbV-1C8JuXOjx6OU<<2;pQwIL zq{W_LSmpdIZI5uEzJ9xGZt6ZNd#Okv(~zD;aFhK3);AL3XOP^McLNHsKv@ll?n~8P zq63{C*5haMrWPgDpZ5IiU~BLJI*{JYFx(a{^Xe2p7(e*J|J!V?X^uI>huahzOUxuE zdv=eSWgr~WPHJ^Y?)Q82_(?Iox)>8jD~9n3&f`S}XGeX?{XM0zYTTM@O9Tg%4>bRQ zS-JlJ@w-;{n+~wH&;@h>8Ku@xaWsL59G{*olMb|=F@^eHz()O@S_*c(dWxDe?NG0L zZC?QdVad(;>wyEvnGx14LQfcKey*&PE?gS!yFD8ka<=uC2Yo}AwL{$hcW1Z?q;DyWK$(ni!%qd#9Z~uJ~5ueO$A|6t{gNWw}=mi8E z#6KrH+i4ikL$3fE|M~qed6ETc=Kjc+)@3J&FHnld0pC_JId?D&e?9IYe9>|9m}4&R z3#JSf1?rN}SMxY*-c8TlZ@NjMHlI@E$lI?AnklZ@$y5ZAg3XV^I72Q&p2s>@M)u=; zctKl|0NT~&BWQM-#tf!@(A#K6={WsehPOEOpolk|ODc8Zr9HJ+x|oV3o4E>ou|E;@1|lj7*uhW5Hc+0F}KhqdE(D@jdSSaxKz7`bq99)rC5?)gtqOe3tQV zn}B9XNLhb{pTehYAGa{89SvrL`4b(DGG+_7IO%G=X^fakWDd4-z7T*p9fZ&Td$Bad z$41x4vSv8!jS zP$i-N&2bXcE?X9L;xm&xtitcw30Y(=dt1oi0*LT#hbOwnZFUA0d%&2S!9CwK6)1P$ z3xaFGL<-4jQ73lV_2C~rbz?l<-7a2*O`?=;DY9>QqHoyQR54BxUVDWv*#z|nPpY0? zuOBY&sZ=IWLB48z7Q~pB+idi}GiY};9Kl(i5isGW_5Uk#U>hg+fDk_5l&h5C-AuCj zeMa~PYh|TV-+U~-X_pp%#)R_9*yI5;YazWq|8MK#Y=aB{g(Ig2F+ zfJl{zeV_1`9jHLA{zgHJ7Xh!Ex*}6USFcmR2!F?Q*34{ftc>*gh$9xGMm>|$t{C1# z09FPdO$_wbM>*Y%bN=?7VqkPD_sq0!M#uH}!1^Wx1-@etz(Bw$J9|b<%mWGC=X}XG zTkLn|L0h@~1omGmd1i3&zE#A8(z?KVBJQ+y?py zFBBF@kw81_^Bk{7K_Ew-<2X%#tknci>jX0b{#!(Ni!}yY^hw&y7*X%01G{o;L2wGU zp)8fqYVldP=CV8?I{e5u*eO zTA1|^SX7eQto(f785S&V;wB6_L}x<6U}8{lu7`B6p{8GE$Qm?X8B_oO3NHZwRVT~Z zoBxp-)s2lQpyVwU%e|fw)5R$+x^C7#L7h2@+V#SJ-0GqG)Hdvi%~5|G!_H zk#T>=ki5R)0$@!6lGWn72w#Uku5$Kxjc?r2z_M$OcMwsU8QLVKQbO++fnNaIeviZ~ z`w?anG)lr@pTB48l)xX}&@BCxhO)k(PY75uHgB{U#zFjnFWAkYMV~&(6s4D9mI&NZ zVovCt#Xr~+t9zzTse5>P%_e*Hi8V1N z8G?TkYN8^=w)L4`n}TRp=Z&uZ3huzF%bL?X8Sk*lV{MefhOqx#X?#OoUQ{jp6CX9T zn}xi_B9~}}SRm)yaAn0ctR7HiQHoC!z)O%PS96}|L0sziid7~e5eHA>a@)Tec`yKH$gE+gIlrnrfLc`41kfNu2D4`Z=89NvYc~sE87Q z(sVt4XR7z-&}}`oD}URYdm$>xNZGGa+1O=w-%AkfuNBUu4d^VrUrvM^ra^)z? zp6c$Dhm_`9X8@j(WJ+nypY`Qef~#qy z7tiwV3aBvg;%DQ$X;lcIgt$3=ocHmAtOG?3NHi1CAl-^B+CxNU6K6aI8lM|;{{4wL%RiRe9q35qpV!H@Ggmjic%s!mH;5%R!iIQ8q3x(Jz8R{Wli#Z|{R@%vne~!h~JH1dD+g z4%mTXCb`}$CNVzL()+9UPk)_`_byai&o176AcO}4CpmxWNRCB=BXnqJke_E!rDDy; z&?nt;jCwqcY$tO&C*U@yftGlg*Sq}QZ^e}fPL+cav6nJC(o1!$g2;f)5p@6hhl&b! zi-yB%yI#k)rpDVUo|YQ9Ma;p-LbW<0M*E5vG@H?4fvRI;tyKEi2o+!52Zk+K7H#pq z`<%xq$**-RGn7Zfc1ZhGhx|cg2;ha0m%64S#by{*qCvHjX=o8=s87x@AUa=#ufv1L z*cJ8-{!BHG=s2(ce{ zm;g<1#AtQ_lFFYhjAdZ^N`ZlY|w53syqj=}3UyYYZ6aDHe`+7&*rP4kX;_3V0!) ztLh4G*#Yj_YNz%n+eFFg7V58Z!4>ZEIE-$Ip>rb|KTTXVWLzZZVZIch8PA87gfY8N z7sCdQhO)`+%K&T>4d!OsW?^<4VLbwg(IKY_^_Q!H3;TMe#|~6c_N`t0`V#LE1|8e_ zf=*C6vMwZnKH_A%0aRKRgp*;|%&-(}v%!}`!*dvw^f>Gm@DxSkA}YQF0$celA+3SnGp-f;+< z_;)Bt9Brmx51C;}(^~3yI%HY=o-@AN0(sSG zsiZeslxO__CRo`T4m(qowI8s|@`11ESz#$4Se`W5Qj%lEo_% zMAwl9Q6*&v%}gz^PAU>x%s4vJUN9IKfn+}A0V2zPCkcDlQ#<=zHV1EIYJM$(QS$7# zWJ&~hOU#xUA|#QRWJ^}|#qLs1j^P%zf6+1ah^0)ty+_+elFdpq5a&?AawkiC1x5Q; z8=hB@h+&8w^^0G`sRPY1I1<-S2|OEEZ$O%F$m&2(&b$(NNQ5tc^yQq{U>domr%~Et z;ZN0_LI+-WBul)4qR<}q?zUM}3PoxuPmj;9S<~=6k|#T>I?{4phHXjCiS9{Z#b$iL4}gUPJdfBy4mw8$y^9h9`@Ky1oSdH;_^wABrrT*bb`L`Ea6UTaTB6?;<-#PCNqKK<`>w!7EL$mM zz7cvaC8mEQ;}*=yE|5JYUTU``uu4jRrblz+9p%jD^~H4zJDg!;;LJsLLI<2svMC^~ zAt&hcs4hf45m94`;+_`WQ`)UXeFf8IWPtf%QzxJF-QMrao(q?FnZj5ok_Yvj6(5Q` zgTA&9N!$^G2gcixw#{2o+UQ#3ZA;YqA(TplH(%0O?%Mf zE}48A^~_x@;KDxC3d(FJmycFqOmGMnz7&*YkMfpJ(}^T~B7FGBd`wHxsrZ-E^nri{ zcmMzk7y$rjC(GKD|CGa`b0~SbF=U!#ATuk*FyuL0pH5gVEMTi^-Ft0n@f5-3mN#8w ztnQ6XBf(R`+cyklwTSZKCFso^<~Or-so=hjxH@^}WLv=n*$>m8(qT>0mfIJapg#u; zj@8CBLA|cHJo7f=vBH^NuS4mB&a6zVzbHRr>*JB>Wgud%rvCBdvmy)IjW~4O*`}Ej z3RVptbnndDxlRB=a+T{%xKZBy&g5N`T=>|CHHFFjg%J&k}fZSO#Cu9>Rp8Wf)tif!)|#{L4|op%qqPVa1Z*SmBc0g)!{X+5e=;&kA5TcPaGg ze*yHpgeew6dYj1txI4bxf>092=^kQItqo~179^4H*9*LP2aLOotEd?Nam8AT+NRmv5K$f9e1fO}C~T-Svz5zx+6PbC zw@Rtr9+?(K9lDO`2AdT3x^Anr5O2q>n9cbX2)XP?ZkqU)VMtnU_lG2wExw$}O>nff zcyqO%ClB04>DY1c6My%Pv08gFp;k~G&^tOa^}JHpkOu`emXHqL%v`zu z+~~e=)ci;L^{~KXKg4w}r=iN9*>g^S@f)S~AADud7VHW>L z;`4zz)iKS4ANP@=nb3t}0~z>zNCOC7atGZhJ!k*qnxlD_;D?IFPkpp55K97@`4E(^ zp-(+*v|7Tz_r1)^8|gLF@X=bexNviIU2&xMfT#@#BYku%#FxYTyaVSaY9K0~GQiv~ zp+K}mfNwa}li{*lW(2&v$3O(9JX_gHzi64Q+Va!!)x4T9LyQ1)tr5#O?gy@TUEJ?A z0OUH}TTx59^8fKeUGX|pUij1XC`l`TeJ4T)pV5_LosX^&sbVv(!_Kx$pjH>-l85-} zle?slBmaN+eo~Ov=V~ZjlOePuDK3ie?B|~_klx*|;=>Xf6&NzhC%knGY>v1P;~s>z z{&8vyUH7pZ{ecrv&l4TzMJpro|ce!DEUX|}Q|LO8gBcvfx(seF}6 zF!?SDnXi`yc6JG@hK)hX^-l#J=fRkzV&{hY-u8!iqt5Ym!oDYty(~DiaVqvEHP6k3&|D@63(@G^e>iQ9`Xk=H@d-;wb-z++5M) z`z;fEQm1Rdb9yxWTvQ{m(0Hk#s)_|)LA`y@+nhRc_6{LAP5DXRZQpL47DAeU zSxt-+WwxX=NU^VoqY(v3KgO1ARWDX;z$AgdqKD>Mv!pxdvsp=VZ%~;zdKPN^ah`Cl zg-v9aQgB8wPanPu-atDI=ce3VEhr#b3;Cz*#a+`9tmtSh=wDj(xZB#F@yp9aNRiyj z(p*~zTK@F)p5LYhSH$vId*%xOO=(`q-nYed`2JI`5I^7(EY})qT}knfO%bzZ4=!g_ z)6;JMHjXvU6*e)R)-I#V5zZnSd1hEnm~?qGWX(XNR1vej-J|~20VWhY1QjIYzgy3F zBQJeSp*`_ZzK4w3DWkNN!OjM%=MPv8d3MI)8q-~d5T@|S+Il?4{v%&tqS&KR@)<{F zEL8%GN2_6NF)Ryk;8+@EGv@*oXnr;dCv4-!#t}?T)G21Afip4+#M6?Obiq5>EcGAu z^=seoHvNJxZ=0K<3(5t3bs**K?%suTW-B{vbbsUG4hcFh;_4mTB>!_gZ@?eb#A+zK zL*Pa_RqH>#TU-Wm4zZhnUAf91`)vDCiC0Yk~TA?Zp1ca`u7LjUdNge*+c4twh(qTC-dY0pIe?hk333VoK&E6lE|h6HkY|RA~EASWun<+U`n zIRL7@%XIzx=({dq->g#b5gA4Kti7+>flWO|71t%CLJE)P$YO7 zG6nGCCcNnA&z^wkK{IUE|NMz)zQSA**L#2OKjs}yqN6%OB9-fLI=G0jT>%L8i1?Hn z|1n@9$$FdUNLg%33Gyoc~;h zTeAXWtwWrWv+-{QykU&Y!SW85`raay{<^v=oe?r+ z{MpO*25;KS@2(B4$m2qoV}hnD&}melFEUU_0?V5APqFz?mEbV%%HOd>&HQw~hVjJM zrEb)U<)RT4cCV^1Q4_vlyYtZez@a|PLD>>+^66ADGgPJa&eC|_*GC$wKk+29Q`!y^MPs1;nqYm_q zEY!D@8MTU4440H|x$5){vTNhLa%1qYfv?D@yW!b-2&hrAjI;JT3TUacQ9>c=FX#pSmtf@avq(IoQy>Q_6U*x*o_^KR@+0_t*K$q5A)hE_F373h}hBXt0|{SN+)~ALc6Uvm$t9KUBWoyWM)4MjI|BSLX`o$VWPe z?B-d;)^0YpU!6;|Wq|!~^_Q+@A*y4qjHkhL?@->pEmV&`$F;%PP}sd7A=O{i=b3IX{%vHD>s5;UQw$VD#>S>!nrGk zGU7RuYH7+OzHv$TT9bbz+}x%&{9|pCF5au>=W`qY00Q1Yn>0zNL2Q{!2s3~F)}>GZ zN;4Ip0ks-$vTkpt=K)Fp2iW_0RZBh5QSi?#SiCy+Q80~3Y;Cr<`nNmOMfWpJ3PF0* zJ_{%Fr;#cjO#GaSF8`pPLWzlbe=|0w5H}8CYLv!zis7W3HH~ea>!p_gE8bY#cs0)j@RTa2>sV=@;;C}QMdbDb5}JK#Df%pD$T@2)HmAYj3dwD(aaVtQTm16$NX zGa#ttTGDWoG!H)jmD<7uN&A7_h_D}FyPa)25d1E%<{bCiSa4%Wp-JyPYZGi2+Qnv6 zGdq*%ZtELe^aAtsvx$4hCKAtaju2>i6ug{@2>NKKBh1+TdWZYXJoEpg51o(&1vOXG za;CNdy3YnFnQp)+YiayZ+U^L5@ovlSPKBw)O2u}G7UvGNc&;Vzpuka?jAzy@GpHAV zGx*cOG!h38pLQg?Nl`lp!u%MW8ZO&&q6lRPzdqFM0piiYdRVnwkvl#$h!8tn1DGu9 z{do06lNlX>%Rt1iym&2!>NJ?z;N}*q?0&<;eZ!k0 z)k^1~93$^m;p+WZ`CY#sXms=ZD~-w1_I*yjO$<&KDg4V%t5-W3oB|@n5~mq z3GCl0zCnY*i-r>%oSee61Kd*D*6GV5aLZfoikjO{t64DrzEt-t*wl#Q`es-JU^VEz ziLT3*GBZ{gto8Vv4Sm!0ZYUsIdc{U*L;IWVC4v20|5LukL`drAXRyq5YzEjp*p1zk zSWi?pf?Fy5u^`&mV}p}^ESZ$Rcn1j`j^O!~LWfu(drD6E{IFXWFaQ7x_dx+dY|$p6 z1+rx@AkF{&(LAR`Vk>|Fjx(up_a0GINO+l(xb?GZxm|q(Sk8!rky`1lnb}TI(2!jS zwWZHWHK+@!&$5q7c%9L1ggCiR_t2D=HN)#@Cp1u$mo$X{oPS3x2~7PmEexBUfTEzxy#SLXydAoM}42etA2u!X6-zzMa$MC z))iUTEd9qsU(%hT`oPR6s1K56d9_L2xZe}AF1w$sc`5^D0f%CEeCF({*0Qr_;XeP2 zBQ>%9+^3h;{V8vb1sQ+R{Qbeh*APCtpF<;e=zSa7FZ7x<*=2YnTC#?+?~@``u8Z_uWB1Y-J!>C(H`V)Qp<>d#=B1kc&R2AR3_)YtYXv!(a5 zc++*HY`;2uaO^?8{s;P-&JF@Tx{BLCLNn+cxt4M(rMZyXcQ-W>b?ov~B%h`O_Xu0= zYmlnM@@Nb9w1lTjRivf1N=-6=8g91>RNg1BCS$0RLkaJNknx$Ql7asLQS&)1v?$+( z5Ohd-O)~`jZi{dz8e+GM8FcAq+gMVxv+0oh7+^P2VL1>{Mx~UU5BBSRhbo>|;t4g9 zm_52eu*%QV_2VR!srfY+@$_yB%+~{T1hB`QeUlez){Pp_mo}r80;~+Nxi)LMkV*_= zn&%HhA^c^w*q9vka@am2(HughMo)c-Pyc&j!`GH%l$s{_R1Xm}y~q?C?<3JbBQHc8 zb2~w@=cA7ruoO7DJfT{;Unp8gfXZ-`8&q{x64k?1NtX$8M z0|MKyqB+hz7tj#AqhA@HvuyVEHz0RejhnjtKsZkeocp)ga=iv(eP$c5xrmPh#jA(J zuonBFTRs{vFUa*-AX+GO7odU<4_jQ^2=yq%%0}(fW&@#cK(DJPY#@Hcsd`{DzG2sL zlQ6O`_{ACe$qPia`rq6{8hHXFq%C|e7a~)7-va^U>=54QiSNmt$~ZjL-#DC?0JqHp~u2yvtX6kyFo%)9|m=0%ZPs!h3&Gn9GnmiYJN3u1iXJ_Fr2sF~U z+(jEMZoyRG=hQR3wg$x77DYKi5ReToEDwJ#HbrNK#B7T@MY&OT5Xr*{bec3ivE zWhtc#4>n&_27n`)clP!C+fzE%f~rXq;?9;RH)@*a8_g?L`yOQa$#(dvs#)?m8${|Q zXg9MpG8=oMhY)R3GMITZ&FcXk&BRgPZ|nS{@C8q>`M|AUj6bcM4$wMUmV8eyUdWkC zE3*VSUxz$L((z)cUUuEp*z;!rTuV^KH*sA+Ahyp|JZI zeZplPk#$;xFD97{N)%It9Z7?zpA}D(SnWx<{7%pi;1x}wWd}^i`wpK#yS%JYmMk(-8QxSt_>hr`)$+TIjHz~iwz*FF1cG^0AM8y_jgWK;lJ)~8O zU8w^>HxFoW-vVkj{URORDOmnPl>8Y)1ET|j77R%_8WJkHA4RGYL;J-T;%5C8lP&Mm ztsrZ`^{KUxFtEc9w8%hhl$-t)$SQ$zhvFl|M54UK{;(mG+tyG~g-3aw^Os+f;}>H0 zw(E##qvQK(mbVy_U2t9O&YKyla%m2(>95Cgg2;swAi(C~_*Gvu-yRe1hryMEUE(G( zOTtpQThpLWji;<%4}6p%@5-i2H1TA4Zc^{KE3L3XWRntS!DG52}z#;=Hep|J4GR7rTNZ>7J@~!S7{}#l80?0_$fj{ZM+EPO@g~g|Pg| z9axA6@c3YXb5Yd0J|aNPfK`n|eO?;t;+mF+M_N}!`pQb#6}m$!P&$~*4;Qe|1^M3RoB_Fpbs`OcmziaE5S{ve zdKUQzWIQ6;t&MPMT+BxUimQzN=FM$s3}&}+d(i)b+%3AC%k1>0D+!EOUB0;H6*%3T zc0Jy?uW1saf983idJR5)2Jo#O^%=5W3oC+@YkCoe{nS0J@g-%4N}rnSak7$+81RC% zul)W+4ToWafwG*eVSkoC5vMYsu}q!_ilUWuCgQ?38HSw#S=dUW2C7&AMpGhvjv1&7 zFYD4MnD-=Lv3SzP8x1cTt^tlo1lz(q55&d9V4wF#TAQUPr0dn7#St;cToPA@-qCp2$zHj!U zbwgQ|`!k#dc9vZG$k>_o6Zn6~#ZVKa=q}>`#SQ3j8fj~pe-%xGwRfUAy>Hp=GxcxF zK#?y{eRZ2vs*?wA4Lp5Ok%kaOFw^-L3PVu*-7Z0yvt`W&SSN;2P!whx_oec!tJn3M zY~6Q_kJdzl74C4REJ=pgkKJ2dW!5%@_D2yZyrfNmEW6R^Sbs8`hhNu~;v@v?l=5{y z%t?95K27#AB}{4$fe!vBQrhn9k1sL|F;A!vBX7~A3*CTx9I`@Odhb@zebF%muv0!e z4xay_$=%NyY$d~hn8S-8&+h3!{MU+u^Dp)#W(3x!t5(*Qfw7In#P%N}c4#1jyM~l_ zx6xdExyEALke4OO1R9GtxQ8!NC`ZT6j5Nqxk-QvVh000R}K>)OyG)bsI zY?(|5P5=2wn$fPCzFu#nI+i@%njBJlxNT)92KFjt0vAQVlHIj0j+b`X9=&Wpd>d|_ zfvKqZ4S+z|$cu#QQsLghJq2slJHv8CVV!go1X6#=%E9jual;hpryXT{?wGPAc-7oi zx4}tAN1Ds}j4y^xP2O_vNIDcZOhZWm$7;4b|3Pu$fAy>X@w{%=tksm@T?*k>PhPDC zk!}*>ZJ~_HG@<&0jEBVxzS$aUOyHq+d7EGs8LG*&7gKm~3%Hxq13(qTSC0mpqGTus z=d&N*YE*}sZZ}n%?(kd5`A5?ksR%LX!c5b{a8F$4@RD>!?P$O3*V0ET=k0I3HMX@I zrkzqor3eGJ9-Ogkg}zo$zVBil6ez%;07@CSJDu`B>nK=cL2X?%;??R8IPtObh`Fl> z1=CoM%Ws4$n6h&%5#f0EmI8Z0zRyz+fgdArKCL36mmX$R&7R|x=vT$tA1rTzHs*|k z5?Y=G@Y+yYP#bLMiL`BYsB*LbLi^j8IJqU02x;Z80zfIsR5h7-yg%EoLqD}TR4(Kw zH9j$QN+CT(+mx|}wm?l&%)h|}lpZtQHUiwf86hJ((7Pz;JbOb$UkG7Xkp(uj?kO?_vtnOn8sUIMH51F zmVs(eO2v&}Nr*yf2p$jP9%tIy3G6wV=H*##TA$XTn*Dh7&e8rOg_v_ng4wuIM##wI zbFb|>z1N?E!Rr8Pt)ky%C)Dq01xjR)CHiDL#knLjB&@TMH4VC2OU*%OI1hd;;jhG5 z0pX8Qt;qSg$Cd3nhn4nhrZx~}eriT*(W0lsb9-wbH+8><{a#`n?9mPXtNkMX}gv0(d z`F3If@M^k=_&CrvU0{mlPeu(8pJO10ul3j0AE+>wy*TNC4?c`Vq zGJ*e3JA|cyG)`RbwTK$Jmjtl`t_O0XloN0-u%7i1*rBtxp#`Dj7LD|r{$wTcFoJT>P(6YLcSs|e!)L+3zDIKY7Z$`YWIlzv1NDg%EAaav6*>i=ZemmGar&P zajdDkSm%;^)>m9QJ?9;9X~jCr7NZ5{qgaGa;=lp4a%bgcB|)C{+ac^ml8~x_SXFFH z-xe?G_ruOb48cWRCR|nudZ&b16OI}o1&&PJ3CR}fV4P@5oL$q z6SLR+zP2suY~_I^@sQlAd@Mr|F`BO@F4?BgC36gAlv0igfVhd7J7)Uo`d~8+@COJm!KFhchGTVzRO?{n@k$;)@$SW%I=9 z9p^HN9ol2N7Lt10*-d?bXIA&ZGa#KCaQId>?mpm&>dSE#%(dd#(|L$ zkyH9J2`|>>B$ALVD!G-@XlA$fBE+fKL1Neag#2{6J$Q-VGiUjy;_1R!G$p(Y{AKu5 z?UqJJg^CdpBU@pWk2QHC4d(RTr_g7v8y#jOo#)lv2=GI<@8QD>%VT#-fF2$^nIk&f z(O@k-l7D zx3qcJmd|-%Q&=;IGUp`>T2>*T`7Q5sqrgSqmqw8_?abk)h>lbutVt287E8!*9KLhD z&SPG%`yA2#KS@3)My4mnx$fS|&$w$|V%sFYI?@!ho11(xvG0+Ros8#*Wmow50X~wv zEbA#;HHRPw+Aa?zRO&<0hmR-o(`T}WUKi)pUJqJlS$3`(FpcF|a5h^ou30pF;>lw{ zt!;Ex2OT9-LMkJlHiS#e3o!FrS8G}@5CZWw=Ol*^ALzljLk6$mr_oCEW9j!pzBB`+ zmUjGA;N6Y&S;PSdt-)>!&~ymW$mpuD3kFvSE;mTwU(Sm-7e>^*G&1CcBslv|3B zIDol%yR4{czmM|-0WfgowQ>U$&n6vunINXphVWuRd_8+z7r>$=bX z3L4G&s%m)R5}%ftGD1TCXPrf3K3Kd*`EgW%bapVz*^@Y{M`iioUG<8^p5jmEt0814 zk-jteouNqE_3O=UU_P|6$Y-gpapWER4p;C!zOsM)yTQWv^7qiE$Padcs4;emF@v&gT_0ew@nuSc;YWLd6?k~pw6N|G- z=y%bEmzj9ps(uDN8+G-{!JIv>k2oJ>8TNkpS3gKKbqcd(y(5M{Hm+GJlQB&TZ{xy# z(f5&huY9bcZgq%NR2Ggxzi-&rbW2U2KjbML&!R2G5-|ZF(I7M>09+q&>g2i*JM>bR zlvL9@Ey#s%D22uh-sP<%i&801up+uj5D40XmF|jL7gDKXk-j4w)*<&vR|JRx_uKx zyGXWu7ZE(`Iu0OAC}rxXl!o$;8AU7DMpFRgWzRy8)@o>F26h@s8=j)tTrQn~<+GEo zRD3qWO@~{z=v=7^*5@7dDpSB;ZREjTm;8&2B9Wr}TfKh)Fh)HSr*UuuSXgp3pFH*Y z1OV-frKe;XYWY+oT_bux8@^eVL^=!RK3(=43RvMSdGfg>W>(Zi)p)6v1p3P^cga;R zOUvlmea(%I@|!xMlA*MHk!&b6$~Iw!hlz+Sjg&-Hc_8GI57Hrl8k_@bxw!o}AsMt= zU}oyvc2A3uACCd={zD7Wa1&tFRb+ubgd3d$>kK7frg+~Wi{!0-JHv95rt~0Mou2#h zBh|4*y@U&zbmaST+#pYYNAjV%>;|ax3zw$DB?GQ4JRt4CPMVFp zn2VN>pjC@W-4oY#3wYzt?~X?Z>l)12*?S;G|KxJ47;Eh_2%G$C^k#|bA4x?0G>H9$ zqQR6i7VZhUQ;jWnz+4&>f>4OHE{y;H0{{vkM!f@vi%X?KyVw>1_2)i4i`lb9M0b*& zXYO(0;8U~{jz=#{lLY^YrA=j04>E|EYN_6`T59~amQ}hMUAeEK|zZe<^2dcDAlh*UsCI*+O zJ1%XMU@2LfAXCEKCz%K<|C+ z-37ba0|@nhArKeNANh0|1?Fi7+`?OfwX?XP%j=y{I2D&ZJEvX@-vcLaR=8GQMe!R_AZq#Vz7CYn$2udDdD)Q0V<)HF&y-8{VSrMMX9ix-EQN8Yjr0} zNJxVVt+$qjwjJYo5M)Ep{R^nb~1KNyTkGZ$LL$)*SrMQ4|tM3BMI3` zg`#pAo}&0;^kxrlx(uEL44Eqni^2W+)M{Y8OHL<)(*oXSSt3A}lElPM-!fUp zNo@LVc&qR=Lg^4*l^w+0us47>+!Mqv?}0;^=U_io@`lUBUF8m}1-b>S5^!_Vocx!w zHZEvfQe5q{u27oa^o5`?HTv8i?ZAO(*fOJyW^U~b>Wx3CXK;3qFK@TGDF@ANrKl$9*<(U<#I}bKPt7GJsy0fu*uJyJjy(o-CH?SrrNK^nFwn3@Q zx43JJqoyuV&6Mg3OdhH9?ITe~8~^G_p#KSB2u`NYm~rF0e9-OVFN#PV7x>RR@+P%x zc+MRUZSowcS_t=5Hn5>$(%zapNJ=cPPf+sPx3Ca>IQHtX^|2^3@s%vM`sy?apCu>1 zd2Fqw1T;)zSU0)Wb-HPRBx_Nz&+Yccl zdx&|327wAA25*R{4X5imrtcW2+{KWPf>f`aao~&6w4j6s*Y?C;7N-zG40c#R9YSxW zW5NiM435>YYR9gcqKfb3XdX&M_QjVbxBC)mKmFd9y#Lw%1X{w6kG7P++dIS4%q0?4mc|I1X3E4N!`({9ycfUIefef&TxoiJ^{wUXn zvPboA5e9xHCQ7azt2A<*X2pAhs+_7RUx|nCslXt*=F1~}U~5SYR{b}`&#@YGKa7W1 z3v)~&kdK~99*l5JDQJGV#d2ugHB6?YBE@tha}sBHa%r)WOq-q7(If*%b3js{t)$m5 z5xuh;i0PVeGd@158KN$58Paw9eIG}xsm3svEJRQUMFe6~KraI%3>4Vws&Om`$aR(C z-`_bB94XU+F5sL9Zc@1`t}}xLhM3z**l~`{X-eG2SG&z3Z@U*>q*~mSwR2k+KK^TVCd@ih7@GMiT6;R98$irrDVH0cb;S`ZX}bd^q(X*>@C z{K}fv_#07`L)YI(@ilM5v4*l*$ARPk016&K097W<5^4}zCQ||vfBoNI({O|4`fvl- zUh-Uzl|>k_Fh_OD?*FeAorwkJ&P)C* zlghJO@cXP&(sTh3W3LxLG<7}ky!UIN?f!uXAeh(BVZBBs=0g$yWrw21XYquptzw(34RJ;BiAO+NY3A)q1|1Awe8p4dtsz5h zi3lfrXkNbJ7OurO6DoesGp+oarUI7!CAsq6i9; zsLf^jn7$R!NVO`(@OqY}rV221ctUp`Zt1&~P{X2T$bIE%BD$Qn9e^-cMG1I$inbYA z+8Cz?WnR(~gqB@Mk1ni$M)$BN%oSJn0J!lnGy59N!EIT%-L0y2x+KZvU~tp2)W`tH z){3>;F0Zoh0!-PpAXsZl|8twfD%|t-bVOb{^27VY(Nx17OmW?(b*FZ3D;T-R^eppA z#r0NQAxb0t#ZjuL*Mo|LF5bymb9mk~drmSAUl_*-xzpCJe^AEnz1%GUnQlC!~K8rO; z2;P7!S79q~|4K{nYj<^1t~6Z1b}BrX>W`$);?Ows35|@oE;2Op$$xU zl+(5Hvk>u6du4pE|0LTCXvpYq8QSZO3=U_25+lswM_s!9CdoVE<-a7$Gm^8MuH0$WIf$V2-}M>03_%z`%n45 zqpED7FD2Vk26By{r4cG-2JgQ7P~5#wg;)CY2hw%mZ_px+WBhXJZ!oh1_ei>*u2wnc zpupzNmhR@|kNv_-qy}aFyF9r$If%CHPUv9tZoDG^Nc@cHr!mqLZOWThZ9#g7hJ;&X zhy6eP*W2qgOGJ9v)BBwR7DiYXt%@3xX`Lr%f3Iq&Vu_-TW>o#U`O|E|LdVN$MzmzA zFDP1Ad|r0k)Ed%`ZiTGUi?K)%`=yy@LPVves3XF9q^J*6he@i3km#)EOC%lH0=XU$LGDcD;;lgaQ1w&@DdtKjpD7NzVrkm_yMr%s3SNJ&(~S{oWba zJ(>5*Jxa_92wrjRW;@;)CL9AZp3I*N%X)S2pj*inlnPLc0H#bf#QK3QP<~v za2gIJ<7YO{b(`eUps?FRx^K)b;MACN+;&5+S4Int&7DmUN##qJh(c7eD|77$gkOmK zF9y-EL(Qf;0&*fwb7`3i0zoQNq_S>x^53kFU+apHQR$S3Xw~L07^0c@03qIT9a}bV zk>YE}>;1@x!JD|trbtB)Y-uf~eeXP!1P~ot8>}q5q0EO47T#kgL-hhgH>j0uD*v_j zE6H13mVZo7H{-!ehjJ$J;jSdbmYq5z%iM1&72B-i#Tqr?U%{77f|C zu9j+8dXL&oq@y0PZTeDWiJir+wc$<}zu?TJd2*jut+o7XKkYCNim#5P*4q7+1pI7@ z0mH$JdCG>)?UX(EvAH)`U@rL{su1_|`ybxWb>&Nuo9zTf@=rg`9*3BJau$=R8pJnS_qjk-?eL0IPdv6vX3|F-@IU_N2!U&-Q6s}7!Vmf- zjRL^za81h}b9hUfKU^jjgoK4$*}GfUki^3zXxjXExoFLJu%Teb2^&OH2si^EhT8B( zaEQ<;g5^BoW28x^n7+=AM{DrAea)5MrHA|jHrLe5vwDM8&Ih;)J6v`o3|~zgY&`4O z5RSx~(FbMO1s-9!PNUu0kR1L~h*yqCQ7t092$lV$34~4L<9>>q#v!Hx2o~E$&Ao?8e@dj;aSfqv-pw@^oow&|KK5RL zNWRwGVHL=F;~`R@)oR@d#pWFuzsbm}`5q|ir$;nLo#Olsu<2xD^d6&mEb3t?W12z-a}wlpY=WzMZ_t@f?UDt;3+71c>&VtL+QMB7i7JYgyih+3K(Hf9UyrD*iES zuSw$g86v5bp?&T*ab6lF$p8Qg{Xqa}Ce0FR5L+fw0uz7vP{e2&QUTBs8{ix}Ae&Qa zlgC(<+Plw+P3`@EOmMjDj{qLG*uweN z#8qT)wL+E0ol~X(*l(ia4;NTnx=pVUiKkO2^t|_=@Xs}(-$hb4s95LF4Lx@WE@$cp zTg5uRcvdKtKi;SU1Msk1JujZHoz0gXeQ zLzT)dTpWK_SwD0AB96aQMKMPQZy=3!;)8ekVbT+l0009300RIP?ZZiOQ2%Sy3Ym3w zt3gPoCxeXY>M;ou09NzSEt6%!wzJA8J<-%1Vdg$=*$G;wC&gugJEy+*On>hJM7jmp zp1)>a7N!*l%w1y#bobbs8nm@>8w|yKh5eVHJ?p}G)sDpeM%X@rj7^XfW0_z zk#fNn%PD(7-*n&@zTJVy2rN<*vR8NuVP?=(=hTgl;$RZE`8L}r0-uP0?iD6+y{y47 zQb!ioBJf$EdkvU!{wp>+N_9MQF>fTVtee~RoTq{AF-vBP-%J4rJDnw_iZv__UZ8v|7o-T;^R7;vb+($m$Fv54~Y; zb7TrumHe7RU#3zG;u=IEQ>q_;pviUC%RBOl?D+K>M~2YHe>G4PclfoxkIH% zQA(fZAQ9qZa{ljzNt}E?rjHjLhDGo0>D#e>P(h}+{cof!dU#ya`C2DNl|a66D%&^! z;ch6Hn2}l8lUUZ+bdM%|)=JSy9>j0y*k=<<+LLmv{Ce${g&sxh1gvH9X9rp{>GQAM z@?lBK*U!Pa2RO`PIWJ-i>F5j(ryVYW%XIt;kKXO7WuyK+olYAOe}aPWV-eW6rf92p zX9S%fH3Lc-j(O9gzl*otp&5z0`w~GW4aU>4)5VMr+}%z)F6_vln7S1U_~v^!wjj~? z?Sf-LEaW5WpR;Us7E*Q#9*A%soKNkw^&->3VZ(8;dZ^3xMzC~>nm%Mjv6ywdwIV9V zK91mq3rVSSTYj-k9ZI(s^cp@AAd|Z%tGw=W1d~hYz1h=~ax%j1vXx`!`AXj4fv{eu zUzN7`)~!EOiHv9!b5-TNh>YD?x_OntU=9Gn?_kcMU&ZO-&1!)ILEF-r9JHog3;Izs zzWn`yC$Xwp9xH;@I&Z1>ur_ zo;hAhOL*N^Ss&4m&Hii#=j{t_ByAaHy~3R$H6gqyP7+ui!~^PK7Oc|Gm=2 zrQUyNe`H+&jWxF@6*p<@%t%Hy^Ik~qYLvzaIs0&$pUa;K0`{4T>FcU`6G$bWdNbx9 zF?47w_)nHyi*xXlJ9$fYRxQ`agiY^)p*fX*pxUG|CXCM2W?{(5%F}KEWrImVTY+dMUc6cZ zf1{V0+HY>A_q6JtFLL{kd|EZT{ zmWvz@bmvM>WME?1`FLt4>&HDhe1m$~XRd=I5+Nk}2f{_bQaYG9cFGQtFKE7S{Jh%U zV*evKaE||Hp}+xTx3~V{_q?Ir+6GX=-XXexfl*Spy_k;Yf4@?^TbmG?GEOYGB&)bz zTh&Q$+}))n%T$K*cm@?zM|nVFpYuyJywp^(1n7H^Fu+TDsIGme9B<7GqaBLz(Jh|9 zGmqta?|MA;BHmYH^{WjCYvKfVQ!n7SC}nxq&QvwoKI<47XUz*{1Y=ZaT+u_=8^zv@GgUgyAM54Jvo}eg*!MqY3$41O1@wOG#OA+Yh ztbJ_PT-twY-Fpf#u=E1fSr5!3e7|5-9UW)t!{p%f^}ie9D^8jS zo+%64)q|Gm)+8V&W(0>ND-#KPDo_9nWT$;Rp_m5t9tNkK`cm3B!(86BWLuEB6E1Ob zjI~WraCdn=X&Ow=DF}}@FxFu@$6Fm<((Qd^YWxn9COl?ozy2>)y;M~+Qc$h2te~NYv4E1W6&x}VmIR~Ze-!3!*I^&C<WYeg^JqtB%&WR#&Q?@oetxdJ>#5_@gGVc zy`Ojxz^)71nlrvykX3-~NDs|lTra?g z)^$~npi5Irsf1gxzH$lPCgjt~y6`iG0T}&6G3-_3qFK}Ink;B-qCwG(T8dpy-SAGs z;Oi_4+MvY)0YAPlhXq1O-}goJPrTs_N&L!14YME5Ac?a?nuHd~l)!^G|Ng-*8!7<2M#_v^ zYZev_?vs}3pL-0UBc0{TXFheTLEf@6Nrhk=ca{lyaSoz{XSzQQi~J+_eumv#I>zZC zhxl@>2m9MPpas+S|Gbt=>&=?)v}|A2cD{0*66Ug@Ef$d;?*wgMBEVt&dgD5dWh;KM zGAY0U5^`Hh$tOH|vGz5trNgiL6(3Clci6)ZQpR@@-I0<8*i95Rjpn2UYR>sxiY0u> zyWyri^$fFh8!THD>?A%*C)CZ@_MQgGc7Rbuk!rVwtSK#0}20#-kexI{!>e7q2vJB}lp#QY*GX&cx)sB<@X zQeL3Jyap}!JY&`n+5C;#Q70XrFe6I-Sw}hOrj9vBfzxX)ZsE_qO=++E@LKUlFEN~D z&*)ArOQus|s1r~U<)1KY*PX(YxAZ59X3mJzj^Oy5wH8hy@@<>KMXa{KexlIXejLaK z3(C9B>_AM2RDn?n^0_ug*T&z|8iOyV%sVyLAZ?l0)Un9Q8#+JL+MIo4BWH3&w?Zg1 z&z?AiDJNw4As@nYCuzx^qVcr8o9re7c>8ok3x=8?;cq$mGK-+HJUdpyB(u(aO1jd^!@8AR1?19)EV%>VRaVlFknLUQUV$0Frrh#Ka(J zo~w;JdT^8#iR1+!v8CgjG+?}7m*Z_BmR6{_4jSFntM$|HcUa}H$1xJ+hzkek$ycW) zf@3Cn`!7XLE+>ge%AX!CVRQ;{qOgS5;AQ~IV+;8WjbPNRMX{ULEGO0ya&L_kbKA*+ z#IEiPtpuV-lVNjSA08s~irZO?Y0LB#1JfH5rEy+Twujz`3F2M?;PA9{6Ua88M+=AI zrb4#u4~x4K^-T#+>EuBCSIyXWSk4tF=+m-WPi{Xrm+MaAI{9SR?b<6#z)6OHFZ=uR zh8`!${4$ZRFi4UCTK>k|+{p7pcGYo4k_9DjCaE>$vR#a?2Cy&n7FK|uOWSa^bmuG5 zI86TkyA0k5vk3E^i_Lf4d5||@6oqh~0^`x=zghL7L<1CvpRQjG);4m%NN!lnNLY0P z$-j14ZAhH!T%H#WHfDySONZ|jE}tUd000bLK>Og}-JSw86wtw7-#QAMF+@0cCM_)*(tJgK<3o!8*P;X*6D3f3O}+3k8HM@ft3XQv8~Tok}sN4(A7~#^0+v6}ug9 zmFj;F73(m6NBqL#4Px@;t4S3j%!`y?>{oCU#~C(8#c=P00sHQg!WAkKgh6|2G_0Uc z3jQc~eBSuC2nEnec`8J|cyfFEKTQIG2ar^|IRgJH>6>`q+6Kn_k%LT?P0ebtntF?1 zKOfM`(9h09SBc9ePu+_LW|+?}ROB16%7jpLKKBg_1QwGrN;*yXCHRF{`x zzG|ceL6gxb8NS)S2aMf~M9FeS68w|oW#hiI%xJDdF3~8@6?=z^K#lh_McUmfkHp)! zKK`gGKc_6dq>;M)?KZZNH5f6Y3KH35zMK2oEaZl57IUC#-bI}$L4tfh!#!ODY$alc z=XFrMnLmA=%nY_NNRtltYEKnKiy<(+VD06#Ll}5!5#c0SxNv&WaqP%}MjROo1f8D7 zUE(zfv8V;#5_TTv`fZn*{q?+#fMqUvid=4;_32IzZ|Ff1wp;^HI;JTvWwie^U)A|6 z?+uB;dJ&jJgV4nG=ZWRH+YW|kw8+`8s3lxL|A|H6JGYzg2o@YzWQ2X`ROeDB!Tjpg zBDIk8*0~$>kAG18u&N&`0@e#EU_SS>XvGJ|1`saDXe+Z7h>eL|tsH{0h5=t7#^0q) zyaNmlBeW%zIPhNCUZ=-w`FtPBjXaA)fC47s)bqV=T0_=EcOujm2!s954`@?F0obyd zdNT3h=nO%~_LRf3YR}BzR|=21Zj-g5)Yv(~k(?Ix=IpliG;Htdh4!oCMczeZrIKg= z4Tl{r#TT8m3OwH_wSkIQQDj(pRx`kYD#1Cx7_{5G5-^k@AWlegjVFNe3_W3+M|;#& z_7LkNw-WR7$)1&d2CfD|(p-s6>E1^MBw7@#?7$&;8}|6(Y&6j`@8ej}fHN(|mZ-L7#c(Gw zdQT8xO;vKVPdzwlro>mvY)EIs>*U~-!)}&Jor`1H7Z>vkzMd^E-S?(CxtGOT;Sn>t zJ?l1rm!mrLj_xmnU4-gZ-pWTr(7PL^ZZSYVpCPtIT9oe7tavr9k_>5CIh_A8NhE0K z4W3HIAqfBuMn~Qp{YRI;L$W@kM7;hX92bjomzm?BUkSWC=%x|!HSS#3&c(>%T7Ac3 zOO=f0K!Q=16c0&L2{Z4H>&m7KdB1EORjjQusVvRrBDM2m!b+$8v|IzfnRFx*32AOB z!jABUdhSL0yQ;`HC7(NL0A|AFxy+o?GA9nLeX5J}(WPR3Fo8|&=VjfMy53YySaXSdXo3&9uA&(QT!p#;dBz3b_^7Yv8^%0gt5aV z&zvuJne4tYNhylg-rM!=S$q6~F<0FXPqMSI=7pq%V>A33sPuTy&OIKnNTdf}fYYZT zrU>2@_TIr5StDN9!Mxb~Qa$4*sa7AK$i%NTmb{eo{_Rx8S;#o;Vz#($ zcJ!=FS0456LfJp-sMhO&#oJo(7kWb7p90$_rdm)rwGN54f{J7p&s!S)K2UF7nuMqGm=Q~4*`xgn&e{^_LWB>D|`BR&4`Vb(mla$7x(wE z@tjWrSv!#S0m7M5tSI6%Q5&fGYa~d%aa!_N6Y=QVQ)=}MI5;qoS_VrYLXg^JDj_}r zt$if=j%Q>tVQ9Ph@NNyES$yP*@8Dw99jujFQ_rf)IX>jpmSa&B(8KN_%=uF;Y1m#+ zCwgp$@{vWOY}gg=76F4gC=F3r?<$+M6M6RfS{>`HMHOH{Vsd}Shkut+lO#N~EXS=}6$T+MW^(d4mdSk-AzeHQcB$~WI1lv=zT1(ZdZ{FgG`w103HqmUt3rDf&2 z-<8T#=cf-ai`bL??4|7_FxR6QA8t$Js}^cw&HzW0f3;0xiDCWm!izpRjCuGX0%h>pzV97wmtzD!?fSO2T*qqB$|p z8O;BsdIXIjy>&9b#3~lXYp$d=GBUugk>nUZVrv`KknmaUeb(U|)tit~+lH8OOMBaq z88nljic#@(1(PIE9iaYIC2XoSTLf*|?J{swDOcMDG)mDOa<)UosC!afw=9m=1%X0R1#iQv zw-8_a{aY7S;{3fS&V&`;A-C_<0WO%q7k$(W*{fzz+KS@i<=IZpA0qUFa zoJ@E8d5yRQ?IEW8^HI0Q%}%X#3R80z&B*ui2+MnfPAhtW;#-EQ)QZ)0GjLdt3W6CD z5#^Uk*Y*kP&=D{}sxWPX%OoYcp5}YaD9La1jA9Sn#fG#vA;SVfE`J6KJv0>-EV}3> zaZuXy1zLkzZDBxj{vEZ~qP!uXVVGbhGH40)W5KRtd^Ddnz;;`F8FT-%l!45QWpnXY zO*D)mbU-Ls|IEr)OJ4bh>z&jffy}J_g+ZqTPopGR}+l{xQw=BF}Z4y3dN;i{(df2*KXXF zJdcTFZ@-)jpQBfhU8*_~Y!w2Cd4+(AZJLZp$DeZezdGy|@}|OMMM!DN=ztLJ-6l_v zJ&gP}SM#F3>}p#R|15d>8-Vk1wKVI3I7=Rb5dA!70*vzA!8ly4*X5aMW3M z-kp8^;8w{GWY`5hZc3V5%T#?_3YbqFZ^wzQf;YTksfIY z&AH~%iZSIh<82Xra6Z$YR$7>AF_QV(I+nxMJ$CG-sNe3RM!LtXkc3L3O+>2GF`rpW zSWKzQf8Wn7oSyF2d}m@%n|koqwV!b9rD^zLxGdl4R&7rQSX|!D8K>oLTGSuH4UVE! zQhDT61!#j&yPTKyo)qbY@G{`T4Z=UPv+N|!(_>`oZxGAhY+kkz1qc}X=z<_f%ckYH z6<%w^fo6#@BT8n3e+a?heZB;lZJG?0A|t_BM%4pIUxwC^A@Cb%@X~Q}3b*s^e(X9M z|F>cH%_aH6!EJt89zPk>ocbeF`-75%YFxtizxY1)%w7oxOBr=MCwwy@ceTL_ejt^v zWQS7$KkJ5F%KcQqM>EX;63jWo%5P6Xc$JkS6;ePM|&3avfp$I1`je0c*cziYpyZO4c~*{QCPo8HqI} zmWh<0@&N!nlW|NbKIJ8mVTGGbOj^?k>F>hK#y28WIB!T3+3jV8-6!Knc;O$2s_QY4 zjOeevX*zN&$(td`$PK<#WAwjEgUJ8@35P)dw4YK%6)dlVd(+1CNB#x|#~@TY)OO*2q zj5gCFd#`K!nJKTdN$!W{?D;v^*jM@8Kb<5EVDJT%T?K zN^&Bt;{N&R2Dt7Z-VUDUFcj1>CHZg|44NaESLA0Ps%=y0u^Gf(3lpJS7LMM8EnU`oC#RcIyH1dcA{lVKYe^(xu|C=X`EJWpWh&+!i-9)}9h z5|Zt4OCV;I(!is^xEpU~byv8fK)qXNt!V-Mzq2YtxWZ@Q9!=&3L5=~pZe=4h2$a!# zqQTRiUt1tmk~E%5lreN%(EUf#0X*8k2#0*Uqo)8>b1JD~=I9H_mpR*%GSCCM*c~W5 zcI23A$7|W5f04&+{Gk%}uPY^*eT{`sU?o^|FPG=B{9>QY7ixeZhd0`W(O0!oIAB*` zDKKXtP@ikSFCD5oT$St^Z`gL_l8TI6rMjmrvBX*gMM?Cr(>pSkz1qnjr1{9V$XvH} zaC~om%IP%zmHpG5Fg^-pIqeY7PmMHJ=P!x071d0IT*LV0?=5R49yqqs`Q!+c8R$J= zGU6m%p+c_Y>D~|?bl~Y4G?*jda{tuv5L?HIYeVj{T!x13ufQ}^bzdVfJ-ahUXSq~# z-Whd+2vYx+k&kTSjRYB+e)_O6VO?$hSW-6L%r$DVEF+KyEC8t@6<{(_^- z+noK`&<6F_8{5z=x@em9i(w~58{e;P`O-k>Nq5f9a~)p#+|T*|o0eKq-jKSExvXF( zk6L2eySdcCsDBR1jU(7jV||r4KuMsUV(fE0^>;!0h`xes$Ci z?%HGvz9Y-|%`}%QI-VIT3Efoa&m~*x@{CJ4Q8$G`eD~Ua;&j|74+mM!2nAsyqW|9V zd3P8^w}CPr+R2i*sxvqEjX8(|%2)#q{~ZQ-U)qb%)J#QXKw?Utb=)P1z@T;9M&CzK zSfTCTFCAf<&~p7|_`gv6^@)t|U7rai?p_)XN=h-oq_pC$4AULINP7&$^51(rOb#>r zymCUmz5a7eCyvJdbIC5I3Kv?62zPfxI!GZ0NCFRdo0T?voRTc+s>98hX!v_~!I)<_ zwi9moO~uaPu=s~j|FeXY{&NSUfI9el5OwDsnW^^mSLQhHcTNXP{<*BVL!l(~gbpDP z3W$Lo)E+3AB*5ppy?%vB0q6sF*GqLOYD7sY^3A!HVhCB!S}$#>zz;i)F4{+B5)gq} z)!N*F-0j;9;GW{Z1a4;#rP3aH9hfhOl)&HNX*PK4awh2iBEo;C&dyT(_bi?I*wYO! zy=QKX7bj&j*e@Tx3kRW!f7^f?9BA}ejDnH%iv=_M{9a)&d8f>B?06?i1{MnRu33A! zfIyy?R-wZT>BX$8`>hQI^OSXp=gc6YGBTL}j2a4i0n5%NzyP6)@@V#R4YR>+J6^~u zw1Cdvaf6cw+g-8g-9FJ8cOb4fWkGtl zcSCFJP4W&He?_0_!;_g-&?EvQ=e%blY-+rTqes0DY~&^zx3y0S zX{a3#1AI`yL^%HKgKDKRy+N~8SeB7;b1`?!N~jIA`KmYv#({G^E-slQd{JtQ89b#G zfO0s%q_xkB0_a_X-?CtG&0V6O+$##OJFr5`9O9Xa$jd6bixh{>i;O4VQoo zzRR)Y<4+Md&>=2K-f>K}_GYfq{xnZB9@C*#TH}vu9t-~j1Npn(#h!e@gy$g&lyPa@ zsD>Wh_KoWI!|^IX1*ZR@idi}R(%GszsR~4HMGCHvR2^w~HJ#Xt9&UI9{*wug%s2rd z%xQp!a^vK(oyBZvQz{XQHdGTGMJc>@_{^vIy6?Xz`)6ZdIU|#@H))>Zz3w>8R`J!Z zqEx+<+_L?$_IUGH)b4EPzBCgX5^nSrZcLPIBjP>k8q`}R`2T5@$(XT0uy*8}HNv8z zp)U*X^f%z~u=w7 z0=>oWe^>tI<-vwGP5)G2nAt2)yZ0}Xs(p-1bsIQK1Fz6+D()-w@oKJAKYW+=TDc=t zRH9&%E67mIQ>aAPkE*8#(UwQ6Z|7s$PyBQ;C0st-#E;MjFUNDw$GyKVvuYDB`kg7T zA#e4`@;Bz_Dc5~lz?56!2^+l+D&Z+#X!W)mL)v-ca+%sYIwX(QyoY+b<3$C=vbi8s z(NMyt-?_MLRozIfir6d_exRwbd-=J-rra}(T-JQ5IE(hjgQj>uo0{;yevIxloEioU#4yY*|W zXH>4wZ~auHJQ=}ao{>MJI-%^B)QSQXgk3-WE6juxNun9@U^CnBD}#>*7Ve8Ns^nVJ z~bIyk++?%;}=y3~68*53&A9!r}1AiTaitP7JwMauigD&tq))Agy`rBvv zJ)9^mu8~*z_Y%(1*mF&CoLVMO@%=3YT30Pt5hBWvW_&5;VQO(?qzq{RD%QAw?kN%0 zW5KUNz#g2z6-PsU5Nv8-BZg1njDeK*+q=&Ix>Ex^lbED1lH(nKi%bBXRn==x)Nkfn zYp}>HT8?z2>I^_CH0RkGG^8yCajLhU9gatpvjY{poA3_$-!Cc|LqNLGTioC)va~KRYJ_!r=uORi{ z>`V*`g~Ju%$S7Xc;7xd*M^A&{;HBMFd0$csRR-J-8GQwjWAM^_GR`O1FPa7tXAg6A zg#gqa9&9gb!Ees0T^T^G7hJ;93>vI6a{7+~YsM%ek=^(I0sM+k{XW=U&Uy{Hp%O0S z)>DxQh$7EBLP1Z14lm^1y@<5`aVI64oGkS=s=>_Ot@D3CW%I<8SLXSZ=X*|B?~A*=Y&Da z@FmY6%y0*nQP4_PNeQh|z8Fe!`PNHynUod4^5AEZdz#;sLIwU7CI*FqofG)1mB4N+ z`Ujf;xn&h{FYCIeU@6IN(W7>Bnk1W&Tr4gu!(BZ38TLOYhEKY)D}SK}1pX;<(Om0u zKbJNgR$z}+4HGWrcXH(}Lx@Y72h1pQ#neI*Dyz)@|#sWg_4vsV4|)Og%mldqt0 zNA-5O(lD|0^Q)g+-=_jOtBF3$G>AI(%$-*nrS6GZp@^sW<#VFQSrJSsBqp%mz#kiZ z)%KVw#Hf13wLp+bT_1x|(cfup?$hTxp`03n>fDS;OoC9RJ37=6wiHrQ$KbtM2=MJs z5y?+gJ*6ZQDl}{~t9w~tMbcLc7usj1As8nUCG5kTOB7?h-BMh4n<0*nJoujo3S)R+ z17vIjtHv_Rdjw;Cq*kD;^8bq_d;+JC&vPR~`|2TLR#+-I)#GCswDSb2nVhmSK-tW= zJhCqgt{v0sT_KgO*~QpZ3XzCi3Majfp4tQuoDe!R1V0CdG1`lYclC6RI$s9JHYU?- zP-z<&>e+)r>BEje|SJ zWtvH{j>@Emq|p5~=9PwTDzAQqKf~o9d^~TpXb6Xx7hrhV+K}+ms7w8EGA(R`vp@z<7i7|-0r`e| zAe;f?c>)?B(+_JHob}Jg@ZpFe^*kk>^G~gopR(2iwB`j@tN|8h82dqYu6DEJP|~(K zGL4Jt_iiy*L|+m>r#(QqFRP5hS!i{~*%EcS&HH2G&~2o0tJEsv8CMSib2F4!?Ja$l zTU9V#n-VG9czMLb?|u&Z|NZHb9sClb6Kj9ghiehyuimM6xlGbqkZv*+FziBbJT$#1 z{vUqr>Y)WoX>^6&D{gV-berzRf^UR86mQ38WCX~;y6rlbP^R+j&z0^tR;^OmyP=C@ zYhb?Zq7`>MtxEY}mabx<+CRb|Hi!wq9mD*JpN$ zq&$an)kOd)ptuYm%^4g9`CrG+>L$6Gxmdlbm<^ww^#gZ(L}6IKT2?MKc~;tcn`oRV zRGN*DI#j1r=1KP9MPrQ=*1o`~(k?JZ$&!jvc}Iz!_SuW;=WWi@zc6bG7uFVJI9}xh za^^48AOqr}^2HSGO_L{Kw>-}53em|dbm^GA!m{?Q0&%B{9`OSFDapPw`YC_X%QI9i zq}vsVceL5|-zLD{bKXr1VS>c8fv59gdnl_!0v?eC(S0HzOKt9uyqq8cBd*oW;gN~D z6I&x`T4wEct9|`>o~X*v1c{*Uiz3V>E$fOXlAY+{6KTgMrVy!jzjy!|JE2a- z+bZY+nZ$aR%`*MxRiUoZ7if(h&Nm|DAw-dB9Agh$y+lc?|7-RmiQ5u}-KoR(dZM;D zIV3jJ!+;c@%_7y=Qd;&N(z^Y|IzCs5kHSl zaP%7^ZaU`e$(bAL#6$1GHv zaQSFNcYC?1Vo`zDA9e0%6Zz=Dtg>)z9wfY+TSP5sz3p1vv>c~`GJ3b#ML&E_uHMCe zZYZ!kC}vf65nq$FY%y`<@g0q2OM96hYC}hXtyT&)tbDbgJ?IBqfpW~5YzmUV)MCV=9}6 z>z!;M6E}Ed>ZvdapJ%ptTzVEO64CFDx;NQx4&u;>xBzLoQX`yIu|H!T&mxIvfWC#` z)6OblYYE^D?QelWSOA)$6+y904s0xs#MNURP~OocuPYNm^S3@Ga{CR;iseA1;wQ)@Q6RU2;j>WwLx(jJ|2+2 zPxy8p^aa$H+0h)Vsu;cwoOJc2B`7z^<;pnzuNb+)kcCRfUkQFoCm$zj7M0RU&!gum>{5beH0R zA=qx?_#>qWb~Qyn%rMdsoD@(-vR)gLHDtO$U`zwjqQJK5KHzUG7wU~?!kmxdQ0xU~ zop3>^^(7(WtKi0NqayS@JD^!&%sR6S?csCyQZBTPZjN4=;H3+=SevG!$q5xieg0?7 zcta~kZk`{bAo0wCv)TIw(HkX18)dR%n*mcb@PukSGslV_!wWFy(3N$iOYpgurggqT zj^zdTB?T2}uhmk(<@dw^_G?=Lfnym1B`!`?$2;6>w~ZcbAaEg*_G%aE3Db&cj`)$J zk>qAUE<)&P*If;2X!{49%Vd8dnrq%F#&bU~>*-)Yl(1$>a8|k+PcY1`5U-nc{0&fy zE2wQAHwFk4rSKbg?CC&dKZhVmM{m8mCyG&{8d zkLWQu;Y0}Ac-H2VB)N^A)#h6w(q)Fy*U@9CR<_3WS~aNv>a_?~ zU6t5A%29(2|0x4ez%d=yV!AcoMw&AOhlM+k|4cCOc(X~x1#n@1Wt0Aqs-0uGCy_B) zRE(VR!in!OmAgc9uM*#0jwQz6M>?=jb1%r*RT9A*}<=uxC zQaDE-M+HsaTNH`=m9Wg+*k?7fRGWF*AbI`ZjW$a8j5W(F;bgyuXq%VNCgQVcKYg^s zx(nM$kEo|Qlqfa3wQLH=i>d5i#;PB%`aK9buL3~~w^IFYp!d#25t8SC;+aRqJ;lOE zAM;*O^57$>FyhyU09Q}5f^-tRFkBQ=m6N&JgaMD?-Z5#01pwpMZ1q(VP-PmPczAOU zi5+OlMf+_DDaWwQm>3s$Yxc{EL{3l6C-!!f{WUtq9_N?=d`)X$+KelXN?76jk&atE z{y~~750>#_v@Y&+l`3d0;!d`v88pXbAGJ5vr$aqSV2-ms8Q!B`vx+RYNt6|>a^=6t z8Do~_Hjx-iZ#7^Eq1$%wEo;lqq*(vsM%x>G+VO$>c+1NatyA8Tg1|H`4;e%>wia&uEixA!U%s6)>~ zc`8IdLW5WHOv8luyT5d~{_kYQHdp1`Zrf)NbYJI^X6~!Bt>TXJuaD6dH^G#Yrb65| zDA2=UCYRJVCvv-Z{oz;&Cv@q}-FJ`D#My1!LXF(8-nCuf_#cl?uMHN&r>zlN8MjkZ zIYbdSdmUuCa~&j6PuQII1^GTL339pho2Yd+9A|z^@QWvuRCE^RC4!qKgx|w$cU}Uy z$tCi;qvlMdI#e9so6@6}bW|7o_aRoYv__T5+r0gOKwqXWfJ^?t7P6^&I)b|r>CM2C zOm>P1fPK8flsG2Tx;HvO0i*H_Qkj~Vh}?`b*DHh{I{+GmF%7Qr1`WJ2@^DTCz&{J7 z@}=AUFDUc>B!6gr{glRx8$7!gDY85Gb%NiFp8CFBUZ|p~{4P=JBjd973Foi*x!s+? zf_s1{HvT-a*;r@VsN~o=lm^J`by2vEuXGFARz2r>v6T!)Hm*KC43G&I!t{P-w(RbT z>#r!56kO4N>kAHegw@Ek0T%~*Pz+@6rcW~{tPyW+Qij?f6#^MX$)Y=jH$5rH;9oQ>KYl1SHNB>EAL>5(rpNE+{5$D%icoP)R!xhUAw-EEn`xA9gRGld#K z^3VTQ5WK%8vS3!fBo1B)l&ioOFD>x-h1aFzRa6Ir4xVmhmJ95QD|F>x``Qgmg7{o#h>pC&5 z%_H`B`W?h(_HkX3vrj$lHXvM|QUg;B<3}t8ZpOOBhkleuRxaaqN)+S~T!}HueK-Hz z_vo8tQcuM$GcI=dR(&ULLKLYT4c50cA$R;@GSW6O6nN2VTPOyE0-(Qo_;NsEz(;rh zgdtOLdoTY*h-5x)J(dAH;^w~@VmpsBO4vQ~9siyHPIL#OJbiIMQ$@a2p!4dh*8)Qg zS+k;0Y8H@BbZqc3pY;h+K}Ut{Si%x80#5S7o2vz1PK*hYmo`Q)IZXrVuh6r(KimFe^@@v?o13r*G~wmBDlfXg!em$xJLsS$f8ZQ zH!f`+JlKr7s8_@-V{E~Sp^n;3{7=^a-*boKI!~>C_1DK`0C?SFBtgy#WH%j$bhN~B z2L+_4?7e+4e*N)SnO-1Y_hj?17%vK!mKPC9MmzQUSQ}T>qij5?hv7gW(h&kEFKK!e z)U4I`CW}fux80=~PdEq%kvqV6w!jS~(Z66QUC2~8j7`;ThA5`egPWKYwj1>y-~RoU zV(@)?up(5Kcbfpxc6uvXlk|(;Mw=7BiQ(h12;B7ca?4xe?BdSTo3duO2YMzsJ!XwE zx-;*dZ=d3KDP}v1i`;9iL4HVtoD~>jepC8>5aX@%I?qRhdnx6 zQ#U+v`V|szQmh?678Qh}TY%DrHQUdR;Zz!g@x5)COc~ZGJ$BX% zmU&O4~U51sBBy8wac7_Ce)8e6L_N24dKYAJSCbYKYr(UmyeMwYZRtHJbx+=>T( z%92m471<82A_u_X?e(cuF3$WR$QVmCb-T3qru?>iyHCl zEbH*T5mub#<%0mee5iFA4Q%{1a~L+Tt0 z+MS8a*vvKFVU!z_ox1hTd^_NM3rugU7{^`Thiv34J>Hxu5qyYv7#_Lp=59FHly}RZ z_P}WiLeB+?Zlq5Pf}$oy{0d56%kvk}NSGs@$@}hK&tt2f;c2~uox!|ih$^*I=b_L~ zNt3D4Ny+o65nJi7Biy03pGG*vh;m~!5btG!Tyw`+nGiF2j!I_gT_H}!07&<-qSxo; zO`6n^(mUemSlBxam*B;YtisjI5#4TW`mV%|8^{abrhTV&6V$%8|6?IyP$ckvlQbO4 z)(eYHxk1m31TGD8H;rf#vj=hR^gHj5URynH6pI`R?8mK+9v)FGGk{pBQo?C?;AfH8 zL?<%#P-?FNG0x;pfj+a6G(W_?D*NO@H=AjAfqCtq{B=*Xbh!OYr zQVACEB~$rtq(?f7s_D~h{iDLtxHR9AIJ>n1R+w8nUL)hZ5DV7Z&q^#2fzE%^XNP7iy+*5g3xxUd^WDo7LGBw82VgA4RltMliZ7SND{=6&8H}6a+b%xku7V z3`HE_OG~<0!|#0k5I!1f@)4=YM)DeLWMq3JpK^uFj1-P@=kKFQAsw0MtTQclxn-k*cJ7P)@sJx|+Yt@&bxMzBzdumY8*< zR3IeNAB<+>f+_<7v|aRymAlHP?Juan{x}Uz>70>(hp0y{C>&gn0%$meXCyc7Shp2N zR+bC5m5zsv&%vblutP}KxwOvJEjn94`6pb0A_(!h_806x0Mn%U$J{kto^uLvHh z##Obd7OMaS{G~$edx2*HCc1n_@_63E$vNsKFK32P~&! zy;k2=guFn6#p>v#se8EHTO%L{0R^=&qxYh0HU`hV)${_AP_8hvpg=eUh3D$v&l)Du z(SSKPma_bq`>>6ih`y1Ji#Aow$-CZ7J_NDd18q6^NZ^AWzr8G2_^s7i|J|AZ>`tVmMo% z-)TMl+FZ4e4JHy{O%-0MhFZ#7UjM)6uY>hPjZz<9eqb{xS66;z6bX;8rsMC+oi3Q} zdh*%5YSU0iwi{u5VaLtbU}|h$&Yq;=>H1Gz{|@Ni4^3!j9jMw5J(4?e4)4fhE9JP9 zLh9NjgJP1z!O9V{fHrp@}{EC>4YWlP_+S~y4IC#s3;C9J=p+s`} z?TI3Fa``edYTD4@orlGkLP<#IZe=9Z+whhhG9RizuC$z@__)(MzwMyQ(|JBvT?USb zR)fsVN5vDQ;{t^+KE)M*v^VSVJ4KdLhXWYm1^$PFlw2Pbqum&(?c@loS%sv?Y?Cv< zf5&Qm73|?w0I|p$ z02>{`GV%W!=y_N#<2D8b#oVd^fs0!9D7`cAIY& zL=r3?cF%&lxr6|ajvW3LGWrAt&Ci^@yAvVqEUKdpLTGBdm(+Z-4)m}yYG%Splh(>;Sn}G zcUDK}S0_QEVj#3J%=U%1%_bZmXXhsvz?vKVHMvEUy-%;^5|6yKWcSzx)GOj|UIHwT z?EVfOk^_+>L3oZ`L0KqZ%Z$!cttoeC^QGWU7H|`LzG}ez#y^Av1n#mMJ_CdE9216u z*hAQs#jYTxFx3P&WPJ~wP+p>E5(fn*Ytg2LFBeJ`;U0-xs&KtI>pK-D(fJE8Gcb2OLvAXA86EponiRO1SaLr+$pm9cbf4Z+Yn}DZL zgW4`>#2-WkkFG7s@jv%O)Q>p2fUrT>kMo-7S}@zJ(njf2+d?{rVixCR`CS?<8Sp#VUWhl~<=wNF&Wi~m-e zMCoSc*0>YgDPI@xh!qK>z>&+CcyyiS;B=Qo(Eg6!g5(n^%wkKR|2ie^)Df=jake{z#Ws z94nGC#@Z)Ul#DJ2Hj<@>;fiMN`in6=YtQ?R#{hke1TX%FESvI!C^=fVKvQ|kC-ZlC z!zr|)LX+iTx6$pCyHGevW#*W<3RR+&k@sb60aO~WLb?rWipsz{{&iV4T&MHSC_v?x zwCVK+_-(!R+<%y+(s0BXHYgwMG2R;@&CE(8Tk?T1tDQ8vHe{Y~<&(6M_t~j9&Y1Vr z8_D}KhFe^gZ1^u)Ql4<2go*!X1e#s9(>tDw>7f>dq(OVRj7`oL$ruU_hZ4zqVB)lQ zrNy}3*)7^O-}krp&2mnL`Y;VM8qe-Mkb>;BAmLq=0SnLVRv66aqsIJPp2sD#ASv;a znHX$OW&@|j6!K#NPql=HwS{ zC3PBfi{xJ~Bt-q831PtwYuZo2@z7q=r))||JQT|-i;Enp7_0S7rkKz3-a)#WcZWv< z@Fl!_Kxh6Er5RG_#u@^(JcM!fe0Xe#>6QfA`uNQ3UF|lxvXH?nEPEj<;IDE-~Elo8>e}yLRky7j$tG__pz&B*c>d00AEXpK)|SOaA}{cGdtBOBL!+fp-!<3s2nF zq0#1~>s7n1pt92p-*pYSmgGo&_@ywfe|dN1oQ#4w=r)o?C-xxY%!B^uf;k0}Cf$%7imc zthay#dRJx#-gaj};@=R!KuDt< z@kV;Rj7U6(kBW{@u!`7x$`@FD4wWJ}7?+dia}cxji}~p^ZfyKc#G&N^Ik#P`0zReFQkhTTrK( z0`b_2D<{eCRV{(X*+{Je>3)AGX6T1We8km~GxBxlb)x#o1C?SI#zc4T@PI;gfama`8BSQQ9{&fP+p zkw&H)d(j_6xruw6_tVP#R6jCUdY0ZQ$mr_7xQ=`tfeu{%c8!Ulz{tRKvLIhDC=CNy z{zZi&dkhpBL`m*)xXyIsWqAt_s2yy=K!9?m)&3OOQH>wyyi(Zivp*T0YSI4H%-#;- zZ6%_IB6Zw_t0sr?l7phB00$j#fM&?|HR-5&jaS+apFk>Yk$~1L2HqB!$fBnP4 zHY)jBm51jma@)L97(b!_yqMp)>#@F1vmz=5rW>eZiJs4l{qEJ1V00LZo($Z{A*LYJ ztTD!0?ZNq3@UuSYy^(}D=^rBbWCKtAZ~&6EAQ9`CZ0|8~5e&zIDC^vy>s&22t+PJ$ z;8x@SsbMY4lSGqI7$`tu%`mHLH_g5)mJW6XP43RBf&%m$H7b(=AjfZCJGgs^PqXeo z=CRuw`E0z4F&tH0aGe=L3v)&+C;f51#r}ADmWVKzd<_r6vSbW|k;v3+c>~ z3WH-fRUd#ae%nc>6twjvj~to*_z=hG8iF)8O;rZ%VAl^I4rmN}hMP+-uDa?5R_i=y zG)Sx^Ng3xh4Sk({QbR80qIE>Q76!$@&M|a0FWE@484ZbgZ|yS}vxI z?cQ`*6|SF1ly|#S*Ku6i6k}R6kyOxfxhax-C3m5zja5c(0Qg6Vfv-A1uFmmAfSE~U z!H4||Pd4+dH+6st0B2|jcb7CJ%k>?eJtsYDTb9i)e&kHUl|r>_p@UTe7NLB$xo7XeR}bjELH*ad-}yutVeprVA9Dx=9u`NrSC;ou8;sd z=N6SZ>0{Qfs9{tm6zUl)@Ee9sMK?{r?qx}T ztHufbw3kDT4tFbOF-tC&?oY6(?#R%6+;J9|jyID845t%9?=WMkjzpLUi;dCMV-j9Q zn;~wWvFSvB2CnxTREP^C1;a@J1L@$!OboG3juO*#?jm5h{m{{rXqrk1_d{QP^pTXt zr6xINyGdCH^-FzuCgVc7{@Uw(gz|i;L5ReUAE7VM8afbP=H@s6~qecJ(^YAPL zuU@(zEwx#6pcZ+}JKNK)9j|jTW^7S1KuT69Fw7ImvuB!t`oTf?IDJV)nG#={&R6t6 zle!o4uB6!xaDTJZeZo2u(=3K&wRxOns*&_j@9%QMGFAHnzCl3tXQ|2c7(G0V8QWM& z;Q>4(xgIn_JtfzqYrhn=iM9mc*RX#1?+2RxMsunL>z9~^B~lSI_f{<_S~^SnaWEBs(Qn%npZ^dFnKZQ+NrrLvRd#XLPhvjwlp0QB=4L*uB zQw8j3o8KWwac6H5vY%ssd=Gyw3(S*WHJSM3FaT}Tg4>y+=mwr{WljVtdi67iQi~42 z1oYi|EzdSmI_w4rEEfrW6RwlF=Q93YUuNWEi;>PlVyM1K zggeW0qp7J?fn5ti{1W#*EM6#8~jVa*xs(XtNn? z?pYzqx%!1l7tJ?Bykc<6?}+AYLV*telbo(>83@8-GbQD@2aqnZ$snsnLLSt0neb~z zuW+4NE ze8i-RK%p((OhxpRQIYIM_y8zK>B}Opu4q&CoN4pWa{*L$4`UJ|&|Ex*V(pCs4$b3o zIjFNg0t<1&=EdC1V5kD3G_F${6RUy}(o-a(9f?s*6??)(uS-Z%sjvOZI~3OdMjP;X{SW<%8sLzx<#=K-dA%Z9|s+k3Xf7 zr7rjG0D+C6TONc$<8gQslw93;es|hUkl|Q?F+!1cRbw<7AEUIsq4E=%Ao_sT8HEm9 z-CTSa8+dJ?yW=)(+T6TA*geyj)Y&OU-}9<>pRETI)^?MHx>LZ>|9j( zX+-!Ipb7|(G+@J+uyUE}s$&bmeRbX^tNCo~B*j8p}b)KDI*`L>MQ#md4;TP zzB}#PsL2m0g(~{+h@I8@?oFu9klZrA7dmVs-C25Vk=*N0$>XvT%Iom7T`|SR+5)Ew zZwPqlX#pQgOy2(qy#8HGeLq^q-#9Y~&k3GEtA0j!Qs5b6Z7sg)@XFDXZ-dqY+1bNH zbHcvAldS$mesG-odmn?cU?9o(pA7XbdacW=0Y2-Y`5q6=jh~#ETPNMuHLyx$l zIfkLOi|K*gXv_3-G0VIvK`1eU<;DPm5%2-TwF*=`W55h>Z z6c;J+u7ViP=$NvHnh5BovtX;NjWJ~XSzO!>r=&Slt9B-oNl&eUgQ#-BV1~VtkVS#5)@kg{IvO; zSz=V{M*H^>01xPg?$xW$O0DTwMJNMXNAc8NQ0{;{y9~xeL%cf6NS%LTYf0b)sBz?~ zaLOyxvv$Or$F1uID^t28K%OWdULUvJ4(voa@(9{0w)%zTjR1em6co&uF2l zHmP#;0JDa3t(r9Wc=XG~;+Z$Qe{?lIcA9|=E=(z?QSGMu#~WI5SjJA=<1>!~GP;;L z@6htV4F!Lq@L>s@FM^ENfGDxgr#qL#zsOEk6>DzaQiX*u5H7lY?FK+B?$SMbsAGad zY-RfE?)7er84GG(mT%3$LFcC&eF@eLHS!O+j^Ucfgw1ozUhkSQR`md3OKhTFgo_SO z3-exB>JPpWxx%cwy$kNKM+*36D%02}50?G9*hFFMg!oJil=0LKA0F{)D@=E5mh781_3Jrd zrMW5RvL=!FE`2yJX}rXFb^rbPkB%;rmRXX zZhd?c{Tg=w^#8V;CobP^S&Pea?J`DAd&)VstFnOL$LjS0u8Is3P3NiNQrBFzQZon% z+~oqmYNoOaLVhf07`dvVLW<2-OSHiK5t7qsHf%hZbmWRl{;+N}3H5sl-1@YXNnL#o zj4v%?a!{OxtID}m1M^KuGoW?29uD5UI3?0Vbc9D&nCuX(FS`P~lXgU!pm?DR6BL+e z6v!#KB;C-owT~05$8sGVY3b3UVN!ikvovvwVShTm1 zy}MBoU}*YcAz!aj#|hAa!S{&%YEPz z5+Ox}O|$@l+eK0E@%oa(+2(%HQhm4!i2%?13Uyu;SUA7KfvNs1G z)*AX!`G^GbT@z;4Lz6|bZ`UR~CDrwtoBEMj&*>)*+6A}A{8s4;vE7Y_O?9XFI*R!KI5r1eeH`;Fq%)B?(whp@qcuwKhlpBGZr06Ljc;FPbh+JOI{foU#b z4`Rg#m5i3&r*8}DMt|WT|JYv^$X*wm?^OEw6a#Qiw|D-IOPHD_Lekj^eAkNz6lw|?*#pYjGuuJ1cP-yYo9ZZmMF zd2M()y^SS99&CwNA<$^F&)98vDy3M&8UlEMaL-v z;(kH^kYBp{ZtA}Luwr_t;C5;6xa&6rTLhy9wynu|MtC7Z2}u7mlC7nstHPC7E49fW z4{;=h&7vCu>%M{WQVw|F?XIF58*xsbp3ca^GD1wba<|~N_nOv5x?>YB0EE7oa;mVW z5zwZ7sBx#bGh{Tejfp}Aaey!@mF|#wa0)=_w)S@16x;m@^Csfal94!db@!JCsAA}K zoqmT>^M^B)cSHPYKc0qGL%gCXzBnR)DVKaqD@(Y06{ip9&3R0DgWXa#oRBv`IcpJ3 z_qk+~ez;L;cq}RXfg|%v>&1Dan?t^-0XCR{RPW6`AWm>6T0|&>^)O$#jz6lE$fMzr z*CD|a0ND6$k|fW%;6ghLcm1!tucHa|g)_2@crd5%s*xs+0Y9GbG-bWugW)DgP6L$G z$hJ|DMmXEvwPrQ4E}(f7c%>z|v6>0L(s&Z7e~pMqK;i>u3=2l-GY(iA_aB)1N4<)F z2{xiszHU`rQakTCl_(IZV?U>)U29i*A7imvUMjYb5rqOA5b@MBc zT78uEjRQ@T&K&oCFMt352=f5|K_}c@8~={`FYwlyJFbkSkf|s_IH+*@-<8&*j4&0K z@GOcs`x~KUXAR6JSs$qRjph2Pttr{pp=Y0qx)S%wwkdyZ^ckM#YCK%G91y=hm=`3L z_V6)(-jQ0(^Aef4eptUVhB?5pgw%yh87v?Eoao&XF?V3dt)MQi^H$*}b*~l9$_(-> zC+nCoErlT`_>m8Ym;f$Vb?OtEnGT)!u~$Nor`f3^6PozNrlIqpoNO zXFn13%3pyPR>Cfx`g>qNb=-UEi4(k1O3Bl3-6tPzGC!lrB-Cued2;7f5U*_WW;$r# z;e9Aoy(D2Yc4|SLLpBpBdDIZUF@d)H)Cg6pCyz~P9~Cci*&P25KY!kQxVmKF=t$*u z01H9>pfaT;JAevcNE(;kp)sL(om9)Kvsxm8Y&C+AEKRcl^b943O>eRLi(~)B3~g)# z&;l9Ud>wl~){{uEmX#ghWCGFwObW}FoEFXr{@Qf&f-Y~{Ov_mn7m&|?|TNvyXuEccgm65O0Y`7RC)?m-KkgVMFHQ)c+kFf6A%~2 zN8FY?{9wBD@#^q^&m5wm@ctSyN&&eLV=CYH!?eZ;2h7E2TAD?-Phf-@SO9HN9pXG4 zv7t3-0`($tN2cZ+X+X2W;Y?tjjKz0Pr8!B>bZh?2z91V&g60;OMft2GH+Ytu^Jvfy z`Y>-wv=|{^j5U+q(i089sq8DGJF~Uj*5S*g;)qHvPqh1gwYOtEot$WRvE&CfBe6^) zcayuJ(c@A>_17^fWV8gDa7&~{eTPM7cIQDk{_-k_JIrO&Ksp(l5ro|CoqD%YV-2`K z64l8>p7zrXJQ{xZLQ*EG%e*`Vh;5gXhtMvSpbh42c@tp*Z77R2D3(Z+3gEV%(;4v(y9i^KV10a_3D-f2)yUgX3_)C*`g8MQA~l){X-UIHk+mR=GA zGXnXvTjsV4>-g@+*Cdu{JjlKT(XY_U&Vc&%M9kBr<|ue;4%3z*s~Q$Kg#KLWoSlc^KJi=lZOoL3Xc7?T~2|wdsvfUEB`kXJl`G)Ihx;ruMM}qov z>0Bv{EV$7-m^^5M|15?;n{<8zmwoJV^VE)@SnC< z0}*Np`LV$UDxa+f?rh77Y?Cx)FgJFlt)CRD5l=TK`e<4BQJ55oob;9*Y`-r?-i)Hy z!-_g>x4%HHKb3zBHJ=W08Hswq+1rQ-z){a2TJpYmG$e*OS!7FLtXGw8qShNkh$D&O zo0I^kbVjF)KUJY47j6onKr1dPbzorL|x^OuADEL_n))`7Ghlk9)Q&7@B z(kE?~f`{tb)11AbJ66R1TX%*ZhopPm)FGTewPoVz)h?vB>4h>=cA8{QGRC-7pVBHd zB(k8B6Qx&Vd{P?&A3L3NEQD{R!3$&nNOX9Q>AcO@Ta|R8 z!1^YlkD-s~bC7>y&&kS)wCJjII)h@n1cog(kAhNRtDt87Lyf}28E*osMzl_$wpqd7 zaD0v0fOmg|{6P05WB=A(z!$NgHXX6Lma#rhGLfQQy$(qJ*1ubTfN9Ys$=QYT%8n7* zldYBx)v2VOSbchcuQRHD@MzA!uG3PzykILgd7Z2?z#J1Jbk9ykArGxmZ-qtW9THJ4 zjKz%jrA8`V=IWOWtB%|7gfkosx>XVk66;N#`0j|v0qfitD9xkij*vN?`!fJtDZ_Db zbPc_&wGDKVm<<;Yo)o0v5}lNK?+iRTeZEGrTzxaS#w|7i`;XD}s}r z&Z!Xj4%y!aJmPtNdD)_#UH|E<=yEoO4$l}wmtG9{SHgD$5k8fke@5;|*21ISz=)mJ z`2LfaV-8lb#NsG+gqcR4dci;0@apIy3=ZlJjusxsManQNC2K{M8qG`g705u5qdli@ zuwgs%wfT7v{mSP_@P8R3i*~m@8~^|cJOKbzC)`~d|B+aY+v80oUw$AgAmcJ-coUyc z`aan{Kx1;(8>asBeB)p_cRlwB*6$*P#r^TB{*=KoZ0G3B^5<%aEmGK~WEnARYjeS* zK6MlXdd=TnO9cujhj_h~U0SZfI1~AwH>j?#Jn;cloBRBf32q)GB;Wn)W0K2z`}7CL zAixuX79P~2pz5v?0)SMT^gHrE)%kd(Z!x+!!t!Ogopj`eh&b2RAHy4W z!)}uAu!+1qN#5p7$L1Z3HNTP3y!(VzvUtpd`#E+W+eR{Ikcj1!DEb`pEN2vNJ)+cB*+-ToguwKp>l z$0(FRl{qoIUGvjM~9sQTU(DhswBp z^{Ik)3dlAOU^XU0Z^<~~N5g0;85Qf-qyl;O#`Wju*9|4D-KC3cbUI`lE>jA`&JuBS z2loH`nZrP5LGThjI?9q9_SYu!1NoHV;}&?}oePYOYb^fK~W_g=yfXK;fg zV30L+PPtG*e5tGq68{>(CXqt_vy3q5UX|@*{^LZW%3}Scu^q561uS!f z9-f{OPJgk;z581uRXTxB*ysbKh~zZm8#}cCVpbz{i0FhW1IH-!w#tZf0bJ`;BRpGZ;1HZPG1sn90XG{dyn^uu|+O2WDin3r5-VbC;S;WS1#172Y9V}-VO zH-NK4Rn+rrGOc8lqJ4=HAnx;SGoc>9)DKjaIJ62pv*`Z|Cw$K=&*)++#_bd=pi*mC z!Sdv90%tRg(4lxxWu6tdPAslTR1&^ruudcN&HP@OL8lj=u}Bf(30(-vZ`RRP3IxNR z)Z}qKmH{5YXkuR*&_|;o8srgD_HFpn)_tTb+Ej&~`H!U+T&!kGC9~9!T^GxD(l(Kh zNrlA?=A)5d4;u1@RRAjE57Qhu*4c~@cJ>2!az!s$pob2yx!VF|eF1soK8eZdRQYa8 zR`cwDHtDr61Bed$9jhamWBs%5c1X5H)3iO>7^$X~pti4sR(d3lGxJ)!M{sM`nUCD` zVbt0A^GXU{m(uv39&^9Rh@4Z}?5 zEjKVR!jSRa4(DR+?Vc(GXY;`F)U-`w7da2Bc~nqHSa%{F32&$02}WX$UZDzpkx)k$b8TS`cZA?u0=!k9$_wyfpqE*NjP1_{Fx#z9jlk9v!;2 z1(=Am)Rpm8mE?sy^;^K(c84~0+Sw8+xy}AC5r`b#Wl>4a-iC~Dv3#? z-bsvkG47js4iluCpQ3TSO!@n4H$N83Qg;XWfc}vecNEc!|Mvt21QqS4-*4`QQvo(K za)f!>v3m$Op|A|>E`u&E#7aM(lkfII!^O+VCjgjcKMk-1GlDAGH1mZ$95HBSPI^B@ z)vd>%y_k6;&yoF%w2>0+;69x9v*l->XSXgPY9ybG!mO>HwB_HwIGD@4xb_Rg3LRAQ zkLY;<_)hl1u;?;C(x3<0u2^MK^=(?`;ib-bR*&pLYBah;lqEUWsVvzhqaGzcssl znTr5%=Ub*+4z{RCT!W4*wxNGyQO$W%9zhjku9y8)TW+wU3alP>+{Lr`^XaM?6WHJb zzf%h7qgzX#x5S5*q&jN7>B{NP_>Za1@#9`i$D}5JAQv8x;%St0c0l9#F<$S0hYGh) zGXqfZX_7xX5Z^m|Q2d>B`*^Y3uc;p4P##cZ#B195OZlsB`qii9<5jz{#~@G|9+I60 z7Sj7Kp!H0-Hqv9|r?GxDgaCOYMG+)U%me#Ufo^;C0+egpw|`LsYXN!M-QKG+Lh~qR z^e6DaNObKGB2=ZEfWH;j>>#Vb3_VWKdXSHqm+Ecn>1vjEHUDg?dNeE3B_x6R)koaktg5XL=a_@-ZBU23h*@#Ea3CrJR#Bz zF;{z<>y30JT|H8Uk*FjSM)c zaklqWeA5N2z-^rDHvgm1VLgVOaJi6TQ4?hof;lD=`D%VkfV z49B_a5K4Ru{S|2!0v9K^?p(a+-TJJ{&5Z{CoGhs0 z(D!3xug+m^3yjbBC_@ES*bm<>Wu}kpkON-f!tE8JVa)&l z3vB@aX(!xW8~>5>!v8&W4q%TYJstwjtCU;Nn04v?@o5k}fkY%e)tThwQBK8?^7+6g zQ;+d`c_@Re^rmFIXdrEgeU;trd=k#;S9nD6!0KPw>}Xpdaz4MlU~37s*xI{+d6hvq zO^44JKGvfaFwcUOFIP87zRDj)BrN*n^85Gn%&e*SoWN8U-k{(D$qM+fzmhg(_WvB4 z`w+g6m8)dR7n9%rx#6NnsAp)U>(&4LFDVARz6_i)j!c3Je}QqaNBKJ0?HC;_AScs4 zF%E)EN=@J3U20G?L*THRel(L}kGdyRGCS=Ak3~NIn49EL&T`^#FzR|WY7Y*(eV}#! zsEN;bU;SIVd5>BpUfNn?kv)Uv{Qw`l>b)Av;(Ek{wmv&}fKJYokinn+q+Z)`J}TqE zp*5`T=F8pD*UE?db|WUzvUy_=N??!IoDE_VnS!=TAyPYI;FUxIddIxMA9wl90xULWM8pSxPj?wZH$$2Q#K16 z%UK#QJv4}N+w)CH3QmtrPJ~wPK{4=R@G|mZpsCEMc6$1wqk^4oguoDEqDm7b$Rjn! z*qui#f|>4pCDnDig4dZN1KuG8P)Zs}pN$#S4QPWrPBU9TeijA6aN`-c@?)XVN0HK9 zW!fagKd4}Cia|3SI4Z>|HQ1?4iw59&6$ZQ>c z`j;1jQRnDYT;+ou(0jgif0L89LL+&sD}?-;g8k>W!59BtEB*Gr1O@m zj?m*izN0`f-nYdPH?!Cn6b~=A52Y_Mbqu#?3y=~07r?#HBUnhN$oTE@flq93n+5*c#Q-?_U1;RMi?3^9zhj9$91|+-v#q32k_vZVs)D z&W|n&x{b-=Qj*=}LxUbRr;kh8-1ic4@&P^xChH#jWa<&OaiVWT`H zPt04<0W8H1^UQSv0q%(4;LO67ptozi=!!~2J>D+5)~yzDF?f*w7LHws zaU2e$#z4>Wq+MdvlM^wl7VH4$9H==3jY?KF*C&sc&N-nM`Td$2`htZfEe8Q%(H2jM z!(~b(`y~vd#U3ItVmI&-(aaG=K1i56CG&Y&0$OAdskJkg@Tihc*TRWcaArx2#LJda zT~|d&{M1~6GZ>VTzc#qpl?1x&AQ?UYkNHS+a~yZ*a^y1Ld+o$`ZqK9+7f(4m6$PZK zM7Fh|@VtXVOpeG~Ov`gZ)r4HrV^{h8Pph42AiFvt&g*|yC(ZJCWzjC?qkX#Snh;2s%k@({m-_sP$K}s0p|ZrgR-D2hgfW%^-DW*YcJtltVO&UQLJOJs1@X$m(MV~82x=JfPaw+LIool zK=DX6bL7(ss|N7=;lLrIy>H1Jt7ceMFlodom5Nj!>Ue7q70-Myaf@K6hax_(1qnyjsteOjG2Ds?s6 z0CxwoMh3MX?S>BN?s}Itk6DjomI=}J$m-yL+HV%dsjb*c3ut$bST%KDH=&i5MM##8 zmkEI_Z={A*2Ux+bRir|yu5Ih!^Z!q64m|ey%c=8R^pcCAh2BnkGhJV7F54USggP3VNb&xpOm~FQlzr8{@%u9R&liLY31Y}gQ<$0`sV`FRER7t32 z#_k!;Lr&59QQ%Dm0?KSkt%n7KgOvqWWw4dpExN{dmhki-!GMA5ZzAc08p@nSNzIh{@(su!P0nstS_RAd83e)q? z;Y}=@;Js<=P`Ze+k#7Q>vUu>p#~p@>Qe_Xc%A2__)ITGK^9Dx$(%v|=17O#qSDi+S zUUuT2=VmkKThEgXd33LWcA?Dz*k1~$n<3sAb3~Bu?p?G+2)_q3ezfk_KMWJB^D1xx z99ljP!{x#y%PFqULo9d(EyYA8592(ret%pdYqP0D$ zXz_r*tnSm`wD-u>Y?+CQmUV&Q38_4nO`NWHg~>hDKsISbLSaJItld|BYjwGV|S zeW%0jHFch5e6jDZ=YDtA^ai+!J6c1@<&bm|3IYEDnn~L*7~9@ku?^M}BYK%Lg-L_g{~@Ek);`|VL%niy zpx@g{a9)^X(Epq1W8!bZ*05#CTy<2scn1GGI<>Cil{ff>DiS}csxG|HM5&K{N1%uG z%GF%y?4z0)75?2M9fA6h{~ccq!(q9G^k=eD8jViLF3>JvKY={KKI-s`v4=54o1eW5V^ahZsb{}iCRGd77E0)qCi2{a9m?P_f>;0Sc|Fdw$UL@ z!rUdt=kgUp_+1amAH62g)G9?hN|_r=pJYsI$Vn{@Sfbm~(IjB0G)jRF*3Vk%9DqH= ziTk(uKM4C_IydguNR&u`D^WR(PZQY1>-17gh5eoW3ptoSdIC(?pV)c-cqdRiZh{N+ z%phW%BqHkfH73y5P6MMc>7~p~eQzKe$Q`~g0pL=-F5$OV+}Hz{0+V)J@OA4kS_OQM zLm`7BXk8e4X+VqZNFmPVPhp~0Bul6jlR=jQc-&Lp>F8;=3?5?jh?;=`+r$8W%qnslrfg<3>WTh6t17g--_V;a5-3jENNOj`dIaWeJ%c8#^&Hg8fgCeQ}fq*rYSXt~SdP z3i@^{PIq&+Y1_zOfv)$ zUT8M&#foiKsymaB00aHboxb^@@oKc#D2*bmIKQW?9n31;(-#br+Y4Pm zoYsuscq<$e{NF4A!@85yLvfMl7V~^tu4SgcUvrDc!9ipkIr9PP;sFs@Lnp4v9cMT@6VJ= z<_E-;Qo}P+&l$=MpcpE%twtcbB``(>Sq5cl31?in3@f2;R2X(eY0*&s=`7v|^<1aR zfplhScCp zJI{@ZNzaBXAz832a1G-^vdNbAHmX${C%*6Eq!0!3J)k~rMz@z~7U;~}5htX)1@HWd zHY+c|N2bzYZ9u#r%Dza7?*L%$!#J6~rOxPLyjr;TvXz|+0Y@JAtqE0KJCG3D>O5Lm z{zXJG#R}jrlzOK)knXfC<__@~$E0syiEE>wS$MMnCd<3J0D+}<8P#ASgsr5{J9q6h zwG%Ym7fA!yg1wX7-)1Nxh)YN((iJczwImPxqhjIm>QA1zATBSI=X}rqV7WWB-DL%^ z;LkBUVmkE-*)RZ@3h)1#+8w?G0(qRSQMfmEYr-51jv+(?2SbsvM7*QCSF8k7TN!K+ zfVZppn65pj5mdWfkL4x4_8(&t$X{()zk3ClIIDz@Gew~vz000ah0RcjN&8Y=%6dZu7 zxoFE8QOfcFRU2(TI7JR*5sk#Mj?u}k{j>YgDUXBDZE+MxI=B(&jX~MdWz(T6ivT0< zwaU<{W(n@B_4r6=uFappIX}LffColer7k%?L?y_zD9)u$yx12Hf38R5N?vRa(TJ3; zK*3!o?jr0nDu?zoq<@)+Uz9hglha$fq^-t%V&*ZzC9O^kcSnLS9R#)%S_hWRLFMK#>j9SXpB7?Ieea?qm_!G4{5EmMb^oKq^!0G0!t zHXg>Yr#<@lUdT#FptEo%cm~q-m{b1XUg7j@3AMGH7K90?N>_cd*MzQ}8Nu0hKz)kT z0q(`D|4p?iI(wpwU3QGF>9Z8i3@;(iFg=bBB8Lx}BmQ{eG%f2h8+>rzMx<47_bEU^ zLy6Y}+%3zyzYcplx&B)s4Z2~$)%m}~@AxoS8Zz(|1i|%WfGv_gZLgy3lsXP`3;7Ig zC{8g&AUcfYZUi(#N=8&@z~pI)n{MjgTJmNm2%^wO;1RG7FE~kfZE>#j+lqC)EHocO zsI)pvd`+h<;rX9REYXG<2qmf5q6aNZSBE)&0xQmCHKThcV{;i_-cBr*oJU9r5tI?E zZy9~r1kLJcl)LmK-ajNWCi?y=7=a7xdKjmdhov@a=_2t@&<1h^*SJtPX4m}9MzK(G zbZ|*L#VSKXHb)%8k9{D;Wi$fIT)T;3@&@`+KNHtTQ zj-A#pg7<+z+@dEJ`aRY7;3QU7yM1Fi;$K%qx>> zwnJhcD8)?1bd#=+6ZHC%4^YL?fuC9)hZE;BjsGk08tBQL`}m?QxyZ%r^q@1W#*fhi zy)5~pV=&L=Hu`+5=qiFc&!reGLrx!qtdI@2v~#eLzT(cm7pJI)I%XIarR@{b57PdT zhKj?mG*o(5g}hLEor8Fl0*%$Q-J-NX0GODcvIuAu}22Z@_NIwI`41sVl8p z^-yTQw{E-X%oHEq-vLNl!-Bh)e$xutK;tSj?xjs?d9~3&YF*9b9Pz!Uk)%0%9)p=> zRB3Me7evFQGo1uWPUWF#CU~4JstXE0G(QsJ#EuqjxWHA6zd!B|?e(SRBEwhw-ocz* z&J<4{(FfKitjK^3P@cn;#5(qi(tt0Z@1BBoY#1v3|V7*f$$hH-mG zg(<{1eW}*5pSre|vC9xSDW+dXA1N)2fAx01Pz9JJ2O7BSPxvTw9q0%Ge2&kbjB1j@ zTN%{SceHeAfiADf%DMa*nZ{^Dx4l6&!D~L#07Qo}NUkCJ!UMZu$JcyLdO9Lf#XeGb z2ABnLE7DAFkReYUPiHHmVz{gV2;(+42!Fh?6ps+z;?;o5)=jkBkce>@zvE^|DXX9f zP0zH(w$cQbLG>DZotxRVT2N^;8TW;jN<2$UZbBKOQS@t`hO+V~3M|luu{zl`5;^7B zi(P!v@<4nc6s)NR>3+L7J44WWZo{{4`YPCsN^(j*^LX8Q*|2{LK~ zg-Z(>>Y*ao^drW{XX2Uk8^dNCXil*KZCB;HmOZ06orK|5@dIsLL$p2pekKGE> zctx#JtH#DU)Kzmur-%SD2*GC>6GY*V%FttD{u}bHd5do*gNs(3JjLAt;z*qbL^R(kG`=v0SCUnG51qlAXzf7VQDh1)2KUlZZO;{#K?9zvcBkeFDA8C%Vo z3xig%u$cFP0CxO7IdHIFp_p{zBXOBly~ovNc++kWDTkQk6N;RvG##Yt!8Mjn9=VJ)pbtes3@_Y~_FW*O$tS<+z$OwA4hcg3q5)qxjp)x%|$=?#&pSdqh zUZhdgjRQsjMrH2T6F*HQs9iGAQX_ST7H0z6ztMHK!0OI|4~Qy0CAfa$ar^=aV$Zuh z$p8cspp@b~u({UlzN9ZWn@f88j1TGFr8OP@qDnf1JctodrJ-}sKB-^gW&4U2$i7Ad z(1OtB;!KB0skqSbVLQs)v!4gSGzM@nKUEEpTQ&BTV)QpPHJ0LmHyqZGE!$1C#66Ni zwWwF$^Z(ooVEb4#w(+7{2Z00PI0bZWF9;~pe+0iUDcTF>(4y3LNI#fUkN(@gl4yd(h3q};PV>`gumLlA_U=QE&n~^-6144V|mR@;TlvzAN2X-P)8m zP(}XUru*%Ynqrfi5Bx>Zl@Zi*14ZKOqthpih#5ppJSl$#c2rW1Wuy_#O5u?{=~{b4 z0Pq^>X?n-E|BPy$G9er19Z$xbG^v-?1kGmJ;`NnLe z!EY{BcRoPCxQ#bE3Pd#gai|tf;4?Yek-o9os+OzL^#~gG^v{1#z@Uq>v-<_3TP{s6 z8r=7CG}LR+yFzMi;cEFe9RjQq1u7VumSJ)paTIdY0g&Z2Wi@SvxnG4 zYHPL|WMI&STmU|UD^K{;E2E(v(B)d{IN)G-j%D@dxEVRX0YlVK7%r{Pk{ONntT%v> z6{dtkKCWKklI7Tkp!cL}xjla;Z6zdJF6;hhPeNnm$~O=DMl&*VO1p!CIZuME7|Yad z2%ZqxHp!%l4n5hg=iQeVBoIOq46ihygft?8d$861Y zkqTy+rLP>!w72?Bm5!dT*BACmLxzZ}^ zENkb#%liYjXz!l&jn7c!bAzm79w3ka00}Jt0JNWTYHyBE3$3~oFgK`!!I)P@{@uG^ zJHEsDblXW7t(ricltj#Wrh+?yw^HY3=;%0XD>myk;H_LnrE;LZq5O6D!!iwY9msJb z0WgYL9yTAMi-s0>{44*8fu?p0_vXj`0rz1%JRSnmLTp@8A_k3^!);=+7-(rNYntr~T8r-$19Ua&Io8k85B}d4fG@GLD{8Wozv)Q(WQ)QA2(F6)dk>d`pQ7@-$f`J?}P2zGF^@f=V@p?SHW z2D0B@oEsj}(_+qhH(6{o`z7u5d4$~~7c^bl9lBbNRotRX&B|T({eo0WIbwEB^O!cR z6r0QS0M>8|0Yr5Fnh~-+FLkl`VRn@63IJsTBn0LgFHHv>c(y)$(VuMro63S`fvKp1 zQ7i=h-PpM@qkL8wbDrNl2$qMRVt%(WDo$~y2_(v*%=%HXLA|r0V3!a+?ri1ft|Ue% zT@-v0`2+KdQqv9VR>UyTwWx>4xS|*L1I`I zR<<$-A$A>5(jJitl{r3KrpIo;ly#>TQM@pE4`R^`f#adGQuA{FilwmavHYh-L-_x{ ztzR+tX$>-321SE#+qpjeZ2?iSSx(`fcY#r$UI$dT40uiA`r=G=jMy?;n1}*O+OKwk z74(W_Xdu>^qq?49ZVXyVI7WSp62kWrxDy!iULv~jU34caQX5ePij!KbG;u@TMbYUa zN^4E}1RqlPm0M+Oghd9s`tC)E)TqZ&i3T0HW2Gcs=0Q7P+Dq`6$ykVYuFm*h()SY- zKD7C9Z^=~MaQYMdg#H%l?-JHD;dYvR3`ZIXUZ-K?Z7$|F&+LptZv_b{kHEt~*Q9_) z3@z)Z@nG_MD>SDs8TpF93doExwOYCP-1C1JnxtVN-OTO7`YR{gm+i;=x(jTj~PE93n9sXWJUbd$@?Hm$>0UWE6K$(lzUct`ly+w z7q{Fl!#=K<&*B9f6SQYiry?1PflC6a=U~?{0A-Z5*O3kE75WX=LyZ3c36}E;BX}E&Yic_bDa}hQy z>R6};fw;<8=))BI4oVR+uw~1Su*Fq)f#+yI1e4d$4B9B@r6Vek>A(T4(j~vNl%c9# z>d66`S;nrIE3I+~VeW)+4UCko?p*B6)Ds3VsEA)a)MPbWZ@6}_^ahAZ604hHc*4gC z1a-3o0Xa&HBrfCQL-p+`TbC~i5FX^eN;qSQvk$H$PJiRzlJii8PnyGUIxaVuoa zkNKcNcm7?%`*PVFk?nU)>7D?L3hcOw6O@Dw7UX0vhiK4_>?*z0>>$pG`yPNJAyAE* zzwu3D3qy{J0IxvDU`%m7R;8+07-k?FkBJncGm}cl6l`!gY1qdLXQ52%m({S4}F&kr(r7$U&mJt4py8|k<88zcKAoCS|=aYi7o6X$sa z)c^{S8P4PF595s(Dh!^1B!Nh}d6gCWK1U5TGfNbV7g96M<=Z_Tu)4_w&pOck83KD^ z5ID?Y<5G5V4Xn&_zT)P1=2eOmC_TrYI|y>1S?Xk=Pmyqb(d3Tyo~S?eP(Mz(;F`FY zaqkMYAV`ZPV|>l+@a`}1R8uPx5L6xEEg9-CRqmILyXe^MrSy6m&tDl01U05<01RS5 zE`~W)q__W#%bP0TfQ~T!uR z)J@^$mQA+-ElG#Wm$2PW1jl(Vnc?h==n|uJnk0j20S@pxC+0=n65t+&D4}1*{E@yZ zABiPMfQ$f4hkVyL;VWcU;EVZPRSNf;X>=<_*?I;^x)p=RmPZ@}Du z(T`-{)LPx{Ac@iY`8_FHmaBek$((agYds9G@eNx5YDs*`&1aFON{}nYp#9|Gwynti z*;X0#J^$l|w6B#P^=1=7{Iq;3KTF*K03D-prz@6dC*rBG_g;cHz#iBCo{iPW9TN`% z8gbgE;t?V6MX^5q@ZSg4!a~GO$5}H6Ll)pB?|faF?z@k7#$+Jxzf~#TO&g4sk`&}8 zyiCLv$tbekkL&xAKoL#YbKA1$DC2wsIeF$04-_?2p(ze2qUQs$^J zJQ6GOiKpOL#0Cx#<6BYAz2t#qSN}n1w51A^J%3gvzHBMJpEj>RDZ@Cv`WkODU&+yO zA5LRFi#6QwCmyPUsR#=Cd)ZuN5chazT#O^@Ann~oT7kBulwGLqy3;e)D8?*hb>qF{ zmN8dd+dPPfKBoHK_d6$TFFtIm*-ib%5-jW$MjN(aOY=(=s-?X000RK0RTZK+}f7^i-GL+ z1($0sbZ5CaJ1sy7eG`o@AJ!e`CKsA0U#*!P^*ldn$!%Mu_#TEt6zdu-<{E41lapU^ zl*7dts3d;AR8)SVws`EB+L#4P!JeeQt zAWY!aph<3(^X8eH(~tuY>7DwlNHXbFJJ)9}F@4O)x8`&1%p0+!ih>4iv7_w^2UVjU zhLZ^>+{$ud$t5mYy|&I18U#vhAwl)05R)mdEaf_K)TwUa4`{L`zN^uhdIbov0}`V9 z#ZngvE=!_OCZT~bt(w#3iS}1A@oy*#jzb*p3IOM&^>hf3d%&DD{MRfr855yJT)=Z_ z5n-Ycj|85!yP1$|`%G6f_EW5`H&A9FJe=ny1s0$MwLcE4QFz|MX&4lzQofcPY9#sG z(J?4*?eGyL5SKB0d0d6ClEggSEOR54*d2j6Ps^r^DJO6l!O(Hj$fHDK!E1?~*pVD% z<6gH1$~rGETtzA=#BdV@M*G_Pp}kzV;o67nhW@{cE5!IdS62KDZw>IVZW30d{P_l`D3g>+Z)~%DR1+3(c94iw9vclk!3$lI z)x&(?e(*>d2{i*kkQXrVbLNgS^O;&_n<>-E7~jpjno;;>-(D^JmIFc;Ywp2eK;3tD zDQ97IL_g&#&GkNiu_)=&Fg1PazG~irt*b;cQzrCRQwSmc?u>&C{uoeeSrJUVt!6E* z1({Udacogyi8;EoL)86EvA$5`(?tKG7@6u+iQY%kOS`o5C}S|gaDkkbxa_e$uWT1` zJrZ?(6g^HF=~KJ5%f3G;jDX~#qp&YZw*|sQ`md|MoQT0<`GmQUvWp`; zL#mv)=95WX-+iLQmR5a1K8^K`+HVGpygj__0~RBPNRRJcE@n0R@&kgqPWvMp=niN= zZj6k2Etyb7(o__(sjLH~p(X!+Miuv`3DZIp4n=VP7dLpz;K^N`A7$r0hwj*yc+OZz z32<*7eO0P7fN2zLFc-RaHB5o}5%44P{zp#gF65@rqoYW&MT%m774NgbLX|W zaohH~n@|?-7JQzIW*#$Yv8ErnS(QkctwSbFJga1*$uLgqrcsu6QC%WV*`N`_O9yyN zDp3xx6%K<__ZAycPn!<`2euHDs*c4x^1RN6lLw~T0rAhAysRkiNWOP9Xh`CEnrKh) zYd0-V%%83wkJ%6nV4+uc;0Dvgt4R}q3>1sJAhtkC<8`--Si)|)?CKdpM-YJZ(KNbX zYSZlQ_?yuXbA7Y#aD11jjcT=H@njK{r}^-IRV7!5(U&HwHQ_$!Qhz@FbuO=- zrQ?o)s6=}7_*pn3QCrjC8Vml^8%1R}wqr{Hst{27Gdmd`Y1bT+B*22EjEPl%k%kYD zHhkG3b)Uo4t9!8zI2YFvjsgvQh$((eN66!iA130Pa^I;Yd;v2Sct=)MmSJ;P#V#

~840z5O@6S*HnQ$j3p zfr>J{AP;k_uxl6gy~$Zhr-7(^F8BaebL31VZZ{UU=ZFLOR=sfZ2L6~+eGQe*+=UQU zGWsE-$lK+<{Q(e>E9f>@VeTz=h+U&ioPgeDY`h+AXOAN4(#ruRvQznV>A2-m9IV5Y zXfpKJ!L#(Za2>Llz_?-t{BOF-F`ZB-#~(V;vOX8)$B*&@2M71|c2rRtH0bUN^|CEF z!*VZfqUneU9pW~1@d@I zTSLO1u~@ZXRp?xh$BA*pW~$_$`|tbxAyQ(mLbv!a9wK|Es2Mmc15rs5o>FscQN#62HT_-g2)NJLcTP1+=z!d*`HeThmiPnPH? z<(le@9triGg*YLz+*3dR014{>097a4+MEB5Np-~iG?8B99wEzaO+_fbR&-LGif+V3 z_ef)Q-%^A(@7YjTo{Re8r?(`UKBO3{(1Mh&sDw&K&2xOqp)4E&wb3o<{j+MtUn#rE zsihH*l$S?h$hu|8@M__M>uBYS(y@J@V{2#C%o5`W9LbYP3tug_WHzNur>`}a?w zeNlScuQj$fAmKp?OInt);<1UllCNo!cE7^|P>$CH>O(pL2+nbSMy7)#5 zv@FADG2Eyyz85u1qfXljVvrKhB_*loTEuYk*Ww6M`N=~C)p*c!)`?*KnP$23(3aK4 zBxE@qU3e=cRz)nQkaU6ux`9awEVLGug+mo|nXaO@EFl9Uc>2I+5>rxW$y&#TJydKq z>D(x!3f|v=iGuB2!bI^#r*b`k)q^09BfJU4gBn?s>9G{=g;&9LoT$gmlSi4p$p#Cq z&20C|a!yZ1Fxi`jY-X!QkE9Z9)To&O0^&32ByK@XdR*Zl9Qv5e$>;!=Yn((7*P(z( zf$iE4-Jk4P^!e390}2)2m^QTBEsJ^A$aVK(i0y~f!)Q2_MYO%WO=_v2RSOJ z2MX?g1k!9+RV@X_dl&z%BU%>VR8{@p- zk=lUZDRXQ(vN~Yu+VSU)J%UNhMD5heo=;U=z8-$fhzikvtxUXFvgC4wnF8eJ1kdLH zP{X%jP~n_A$JWCdyGLRym*X7i&RiE>6Y){<;T)n97bkIy zy@=DlzaIBs@45ZIdzvy_4^D8ky2aqhMRYrk6xt$o6STzKS}6CVP!!TkbvEUI(SK{S z`{W~Sfq{@21}Na_TWJ$8QRe@_${NnHHkp_dsBdYR25RtpxzyC5{^IEZZ^)c<3t}+Y zByYuIs!h$&skrGd9s3eE<|+OUavNhv)6pWUNsmo^duY=Xf)0k7ke% ze^}gu5m?a!N&q6+*LHILQ%RG<2SgUPfB%`>%bABk1^>{7+J+srAUA32>W6hckoGES zzF(N=?4Hr7y``9HFvrpa<}SzIVk5m+DhKreVwz1}#xzv>C>xu0VNd7~L@P2R0!Zo; z-1JZ;P(WE3PB8!Tdb3wj7IunHH3h~-hh#*Nos0Uy=_P})aE*H@dm>_giTOKc2zd3E zO?Pb4qcTt>{kW~;gBTDGbQ#{X&buRp;0mx~&COaOtzML^;Q-LPzFI~jj0jL5GvBQI z^qDgJ-*V2cRfl6>XQNLLe6WKNIi}6tDwI2@a ziC019xJC)XO%Kp2J7$)9H~Gk1;!{b+{Y@vc-y&urCcaL?*x&6aS`;eBB{G|hPl%}J zn$x8dwW76kuZK7KqL^>zh#kOFmTTMcGzILZ+}j;MTg3dt6z^vD4>U6nHz-JE+-FO) z#-120Ceesb;L1-OUT`*Gz1B3OQWC?vmcGk6C>kK_`aF(@4EGWj{qn2{w`aA&O;gw@ zv5>KMirjyn3UZ_C;Iwhd@ecqNdQv4s)*^7c`PWqS2t#( z4`WxhJGA}lJiIJ%-`bBRmB0U#{p>r9!$yC-7TzL2sS{MnwX`al8<*aUR*8h4`s?~O zH&rMb4Ql@omQ}&2k#Yu9q%CA+V?F-!g{=@yF=_bVMzt{DDM(Q+9-e!ZbR?lw9H)&E zHE@P?lw{=`lTS=;RtEX$zH7U*6=GOl$-X#v@`sHgwgC5DbfLV+xl@>`s!jZWhd#_6@v z;8wk}1@;ue^fe|s9C??Z!s7z|ojQr4v{-0FOF;>YItH7zrBE_5Z|o_vs)8WrF zVjzFwdLNFi4@l=F3p0C(`;%|nf`T1R$<+L z4g{h4ed64cIQ$reju*C0QMJa?f#Gr%5I8&rpH05&5~4x>JHSb6dGLHePApKJqXGVZg`8c`R4A*VbWCO8g=YD(HT*?b)z_!MKyMtf`-P<$an?sP!XJU zspl|_&t?K}f6x4>yJ@w6nb_tDcBXb$&|M$nI9L!K5x$f?!@*+SgYkRwIE_*VHEIo8 zJpl%}9z|zvw*dbs#$J8u#~`d3pD=l8e1RJ@78hwbVAM=(i$YO@w+TENT`J-v{p;Nh z+bdw6SeMPXr~uF#tEs!(-jfB|F}?kDM9KL{M0`p^zhmU5MRh~99XjKN3-iT-;<$86BFGU z9E81nTA`tT^qD1BqS-pgfWQ)0!3o3@*QO+Yi2=<5r=u%bFBq^(NNA3=UI|zhcn$g#gSCfebdk6#4w5+XAl_SdJ7RK7tL7uuV5V&$1-e?pM^;DSM0Xf zD&{vOp04<(ELL}}&SR7dE4~bh+MRtnbOs!b>LfI1BFzy$vz(DG?&A}BTyTHUEPN%s zLToyS`*fqE?NkW1dzx<@iye`d$Hf#=ex0y@Dq_dJXf#{;)n*Wh( znhUJ+G-%=zua~rfQ!|Sj`As>d8EFU>PYG{46{Ui-W)hcq6zm-25mTjQ#-sb9d*xrp zNKiwC*Io-z56F#4C1HxB-b4Waj#^St0l^MY;HA-v5>Y+IWDdbWGpvsl*6$gQ(yNne zJmbsd6LplPrqyy*jq&JPR17aRPbEbi*k3nl3ogh>#i(a$7Dad;MEp#m&KQa140D^PMsF|jT_H4C(Pz&~UGmhOfvR0C9QG+KRyO{CH^uM!4(w6Y6i zflJ?9D}Iz`SPV&{rNej)x9$$YQebwoSe+4g{Xv;z9KsWsh0Iw>1)Hb6Jd0@DR5N3%cJqU%jq~(R&{WP~-XzQTZj_dL{d%q*uu$ z7^Fe)A}pAWx`q^aVS^p?h+q)lD5RH$)v^($0-H1^b~$(y4T<}>mxd78@Z`kh*ppH_ z0$!7;wj`ETRN4hkmqb4w2=97z5%1eh%|P8%+W{B#TyHEX)4qo9<}Iq7{t2O24Q|&T z0R>o=u+|}848;7IVup|y?c5Ns1w}J%J3-zpB7HgE$7vqnPF=wYN|XC%_2PphD9Y*h z&@5$)ivg{JyFGL}>(rdy9^^iv^ff~yj4lx^E`y4Q+uj!)-|rqma9qh6+#$Pi^<>>K zKb_3lbe@>f-n}s?u@xZl_zo?bJRC;WQO~r z%8|jsVUm-g*C1Jx?AL%T4Y74e73$dJXf*_ADtqU0Sj;(IpQ#>qUf zC6~pb=yyg;XR9p{FP{dwbL&Aaqt0~FtDHzFq?QKs6w=45j83?|eb0-h{?d}23kMF* zM7&Cx3(g8Vr}CRy{RlSR5R01Tv4s1?I1H;pu;BGZ@$lJfw|u{TT)KG+jlU1?&=AyqXX8dC7}?9$ zor`xZu!gn}e`kXjbrR`@1Z8!2Jb%cl#tg`IMQ=u{L3U`vY21q3*n;GLqI*92HHF99 z?p-6g4^%L8BwNeGGV!nYhQKo+>0#nT6QARvqF}d7(*SiqioXUjJZ#hyfll{mha*zI zc8v(|RUG4DvKEdgcf9v+WJNJ42V5Y2*saL7k;S(j8-3_}?WT&Hm94AID;%bFuve3Ly+o8QYkp4?)IrL#UbdwX z<=g(uS1bTR?2hm%9fAK|oR_9rvVIBd09!~ru=Dix&HWoT&Uxcrh`2k+1S~*CK8vcd zkr2w;!5o6H6o<-WW>sOJ*MX=%xLzc!cF)Tp__+3@N55I$z)I zD&b=~AR(9`y0LW=1!4EAk{BZbU4VweuJB%rawf(ZI-=~dA8=WD_+74sX%%>>2D$v`%61?R z5t0q|*dHemry|VcfhEv_W^yy?E|C+`ej_M;OnT}NfA=GsqBe$=6wp%>TA;!tegW^r z`BoCO4Q@qFGD!1@U2bU=ewqlGMWPJg!g;Z&qmT@{Fk6d$P9T&!jsIIxzB=&R&`z(sMULJ~oUaJWF3{ z<`1-{cKC1E*UQ}4>XZk)dj)~h&Sl>)l8{wFwEOe(vdSvOeO-vl`i9xjd0r24@oj

*-_P?Sn^%EO@d-N2fQm0004P0RSM0_co*zzZYj?aCHa(&QZQqA=>GY3g9$n z&4@8V?_=#IU$(5j13nelMER8MC|#&{kqlmb=#*loEvxnLawRSa>;?4S z4Ts)Lz|i8}J?`5Z{?@xzT?H(bCSeV4IS7j67@?llvpvXD1N&zFEH}|+2xF~k5A_zx zdBP*=hov^hhjx=06|}jHHBl!{=mbkzesbZ_f#E&bN65H?% zo<3yhxZ#zRr&{4Z;Iy5cRF#BV3G}>eGVSE~d86aAWZFfE@8&wrMYR$E1oj$P?RMoY z5ga%20?bha$;)C{;uafBC}xXfBx2`PytE;x3hj$z9yP`-pa!4)xWBgI2?oL5 zh_Coz>|Qy1?#hjIb!G`&jIcCcr+C&b=6##)iu>%cRc#wg*vJgjlFy6Y#l)fJT5*iI zPekAX^Ij~GEH34RRfw#nhT^j$7}k>WpnV1cLG|*U#}HM_$SCloSn?imK{cP!@ z$;RS)dD;HXH)|b*>aTB$$ldLY7Pg%OUk;w>r2{-)6g?7HRP!|*7|A5SQpS7L z-0*La)TNBP+P*^Blh93r%})N+e#ycc#fUF9K8&>vhMGrlnTqoEl316f#`-O zmtS}UJ(IaD=G#s20`qeh8I&yfnd$ERCIswWn}KKHHIiE>FMaK0YM&I6Mw$wq){gM$=6t`5poQ|C?yCXrrRJ zx`epeHF4GlsPHArr0WWdszx zWnhC{B#mn}PmHRmKx$GZ-tU*dS--WjAp$p~(>G#M<5EDRB{6(poGxP%`$k?r(N7=4 z9@BIV{v9?V$9%e8n|p`=E`#s$p!y-}P|>^@Z1tg@^ds!@EEEMd~wM z%4U-WJ4Ei{@{-uilvyGwj?WZJr~OYIE^J|nAO!F3tOq0>O#c{!+J(+?sASPjPCwO* zH<;U{`SFz4>_<%d04#gSk@mzwB9E9YA_)Klroa8s!#|s&T4xn4Os7y5+DV1v;fBA} zsB^Z_`+QmZvvAnmvk1$CPz1sz83X^P`A>L>jjY#EouoO<6L7sUB);gBjuO8CDl>Lr z?A{a*^z*M5>6Hl@7=J(Iiaph0MwUAglo0*V*C)FK!@xC>Xf{Z5=e^Acy0M<t5PJl-}R>&rs9Ga69IHwk%Bd_#46itk)@rxRQ!#x8iH2 zD#a50o5ww#eGe>$+Ejc_uwgnEzQg6!pa(F^h0ZfjXA%)Ds)i40dZ+&oQX$b$SZlNg zzQ}$tB+nzMD-Zrd*Q@}KvU!D&DM1eR{?`P8sA+sK- z8;OqTR0Ca7IT(6jK2_wb89+?Rapc&aYlQ>^M*e*F}`fHIOgNFikeN@(A%X*$)``Ao(SGC#GA1GQG zW!^rKMvG9BZK9z{7>;Y7VBJH(bQ}9jF*r3_@mr6JU?vm?C;ooFl%Fo>H%MY#rFrhg zsp^_K*j$cOFVcQuB&mpY1f1R%>~p-57NVC`0r8i9JNOkDN^EbJ<{}<|O`>H97oYg* zwt~aOcM)z?AKjZAS|}D9isfT0uN1OGkviEdC7q18^xWFfxynRO;uLPeO$6CK7V_Yn zRa4z8-jsF5#`24bsMs873zX5lFjc)a9(Q-?L`cGFa@1bWXp?sR%9zm)XJwH6V_{w( z{TSvCs))T4289Wil0j!{)-=o9f%Uc5Gd1S0rX3*1+@{Vjwvjs)f`>+pNYp(eQhU>-nc!EuCnS;ttQr(cl&rI&n>nte|5G5!QHhkD}g+qey2!K zOs@5Wk9BAI)SYHbe553;V7ikC=H^=KKO47b!4X$|r)bkIo(Lh!)1ZpcKe&|khIuf+G4{1x#9HK7C8@?oR2b`ZMs{7T^@evqAMeBJ1)orAB+swGSjcU@O?5Ic zYV*b;Fwbs#XZvA@L4HwF&9u+N_zXwi##m=Pf7zw)jX~A9jn54n-z=$%n7`WuD-bL? zBldfvsmGLhs4k4V&m7bps-@%t!AMo@e@h(ch8-RC%242iKcVpCtpd2JKZk6iMzYu- zbKE%7Dx-RCOjcQM4*9pAVbs6t@-l(Vue-@=cz&I>w5D;&bFG2mIP!N^D2$$g5dtpZ zcXit%hC6X@DG@Pew8XW*+5&~MJ9bTH*8?PFKeL&{k3m2qr|K+r)1i6Gm&VSCf+nrQ z28FQbE{_Lmgv#M$6pMQbHZSo%fcBqF#c7~HzsR`~y zJwOyQ0=>`EpA%=UZ9^v^p;H&pcx3B;-ch+|2yw?pP|7_f>*?D1Tkg1{WU5pN&YVB} zg@jo`PUmx`Iw9x5ENP9L{=kb_N4K|>XKJj=2NUx4{&ZQ3%z4yB%K?kbh)_o+j1CYw zF+0zLYg7b9L^qJ1!_t930+FBfEa(I#w1G;>`o9(R2F2GW(>LfnA*@XMmKv^yXg9uA z3;kv{-X$h^gYh&~Q^^>aW9i-IVw1)N#4skjCp?w)=K2vg0ylm6bj%aSs|q+QY52e| zmFeYJGdR%X$c6-y2x{Kdan#Kt`S}Ud`?IE!te=!4Nn6pMq6!yevzajjZaF?BlhiM! z!BypcYtU_apdeOoVT6rPLtw=Ffng`w$d?mhE-LQXcr}mO#(KqEebz9Zm6H>9OOj@` zz3%lX9Rn5b#;dcdC+#Zy6Zx zXv^C>k&sR$aau7r9&R=@3Jd8horeECuc&Su^8H~MM_LXSda}fo%T0~LZMTqZd~H88 zrmcAbys|tf(}m2-gp8;SYc|x_>!35*rtmlB{Gv}QT+8*Te;d3Q_>4?XAu)#S<7oM* zYJRIHkG85h&7Iw(VF@g^rm-b^D<{J-0|9rMQGQd=sctmo>eDr4n|xIGD4oqi77WFN zxLMI?MsDpbzka@7mt&NwcLKmM86eq0H(k0OC=iv#EuVyH(h|YDoGvgM?0_tZE?@Lw ze8EK02tP%LBZKU}x$=Y-28MOKuV{MM%BjdZh49--EO`QV*J!Xv0UB=j*;M zNmcp?r$Jk(s%P4%!Rq3Q+5a|qv<>fF<2+l?55{GNUFjk=^7;Aub%!NQy1oy+$x&Ag z@qsc(4vPOt*FxE|8V7o$eeBKEg~t^Ype~cq5Xaqq14P(lI;f85iD72E%XnrP7{1Ws z5YJbiMBn&X_5Gx@^RZ$tZ~vJEk-Zo=`gkH|fdBvqu0a5_n|Mj6L2Q{!2u=U}DZ3P@ z0gg}>=9&?}ni~V<{N$kx42g!HIW-eitO8q8;|;UFy+-xvL|wbI<7p_a{fw&6%dcx7 zJKH-MQWAAk<7+50t!|d9A!@f=Q~cmwf?nrFr{EM0AasBExtG5_B&|!8W%KQp)1W@Z zttuWEeSe@t48P8Z(f?>xvet1I(6xlWgs|;PtVp@hZZ}BTAD9NW0XuRf8;?MPR+^?< zbgiS{ARM+11^OXgE)oFp?*J@{f=ZOAV|d{VM^~9A?wQvex__l}k4uvZ!;9=ik*BCV z%`dN_^d4G1dTM+LV^;wy>00-aR*GCmpB+YvO&>ZwU7@ltk!6Mh5Y;j0ywKnli;}KR z9=W&29L^l0q~ggJ0ULs!%B){?Z*Yu!#>BPc>aY93x-_zaU7Ays7s8%tApBzB2>Y|( zBIi-rGyw&(>_65+-jX+p(Y&2 zDD;~1gGhE#9oJV?^*c{`ejWpf#*9}WNmBbmzOj1rW$q0m;Twx#tOS**t}dHUY(vi3 zb2#l(WVJ%fh)f)pPsSPx=$bQsx<4m%aC!pBAnBZLO4#N4h9DZpoj2__9{n);9uz^i z0>dj02?X@RWCFCV)#|I&+pP+I> zuo$`mE&1|n{JF2telxW}Rrck$<^`(ZcrI7#bhJmMq-rVf!~mkI{5$>tX_*XMv@lEv z6>L7&?6s~MUZ@Fa>wU9BUZ?&r_2=#Ceg^!_M^oX1ltBY|?CLi*IK9Aa21N?D4doZ4 z$77SlA*|p_1@E6e2$HIqCtKtih{!|7Jg0r!S*()%{#ZPrMq`%&)Y6|=`+uog;L1;7 zA+9>Xn}${MX>8q}plT*!5nT_w0b1T@1qA?@j7jHZq{(b8vl#|&(#+UKFfWeC;qhz7U0{t89iq7jh_^hNjjO!zI!ZUyYz#1C`xnH7So(~=~4GlJSr<_TLcN^8ke zMhuwTCQf+k>$eP6L=3BRxVh{&?gAL?XIwPDynxxt!NMv%vsb!lR$$a&-dR3Rfy4UX zI{^Vb#<~(21kK5;kan5^*_$p{W-&isd#gMS@YX_567=9G%SIg(kba|UY=QSDq}>}! zbsWS6J#Cfl1|>n?_%Fv1Ay+^Z^4tSAJD9!TFiyTxs^E_C@pNT%V?<9-+paCKOL^D6 zT1IMh7RtJ>@-1nrXqYIxK;8SWY3fsNazT>!MuO6XDuv(zTg-IWX6ddmBTpUYXGmRJ z(Oug;7(Z}BK(sqTK&r{LBWOX%_L>X_Dzb$P9NvP#Y(y6dJ}c%m|1Vx)c5c2b0ovy1 z1tbA9@+!LQMM?WntN$P?w3!o(sh!KvQ@#T9t@-(GQWdduM-Rn6#2ZFTl9~`Uoyqxd z;N}^87{@bsMv3w~im|Ie!YS5yp0XYKq2gFtudx*Zov8RLRQGB=N3ZfT@sCyGs_*@P z=m|&10~j>W)$YU=q9Vev7JWETMZUAoEJI^n~|_1!ULex+LiZI@`ji?F{ogDU4qh)`5oI*x!~KhDZHvn z0lmB0p4%smH-k5zHV$Yqk0Q+F(s9<0Y_>znRZjq%Xh{I~D6l;C9ooYL7hwbU57=Wh z6THf_r)Vp3QYX5f>hroTvOyDp!OFpaFZY*og164QG8SS-bDMx$esA-NQq|?a22X_n z$FbMK6>tx?5Vw~#aAyB04-Dm2sKh2DaC5oQCe@j`HtBOM0%6h0kBjx3$7S(oQjlgO z(O^Q#WUef@CB5MTKoJ|7i3b3Ut-3`03*M+;fp`{Ci^5$yxozsAf_ zWp;B(#J z@!yilD021H>LCX_@s5UbakClWhT0d|ut5t@AB{T|MU3a2C|>^xmxW#eb{2;v-Gqiq zv@X~eFo!4$lqGWYWWymzvH4<>#Gx2;36QVwDU!m+FR6Ys5~2cM@;p2%c$1q3lOM}YIaNU| zwpO={BuadjWzEypGlB=FTW(Kw^`PIjq~0`XyWcKOXaov<@I#X|P+}ENzW3El7yIw& zy9tR>a|o|C4?4^Frm;}9)zr0pi<-iD4uE29{JTi9xI1?dBdBZD@(;Q;YITT0uS)ZY zt=oxSI|3hhSI7F!<(UD0@`$c}!e=e69>ksqFy~1Rh5Vg3vq676XLoYH6XYX9O#Ja` zWUU{V?2RQ?%wH8Z>MB2hj0Of4csQ5neL*k!8%W@&2CkHtDR&Y58DNe2S1H%wtgO-U zae<|%w^>N>M`}V(gaQIxzrl{e3cEtdrZ zwG?Fn32mgk{xUmL9dE%vO=p1s00})o06`|+5^4}zCQ||xfBby_JnBR}RgDl808Ut7 zAHn4d>2R6b!V8ugRe=@HVl7gkqw@fZ2wc7XPp`DGt}(O&HE2m6(u&xi5m)xP%7%my1QwaR*WfvXKBi%B6meJ%{IeB-cGDTmr^RI97FL zW}I@H%At%e;gErf!%>Z=K>d(~&nMc6N-W`J@je8piAfLMFte5(Z~*Zl@Lb=6c`wFi zS)G%kcE(jKLUDd?2qtE!tXxw2`Pq9l4yk2$F^shdD@tW|MKm5Ko%I0>vuz=_@}adF zH*J0=_4GuND#Lu_4jBe7SG~@ux{pXP0kemGbYZ>Hs>p7oTN8DT+F&yaqQ`yUG-Se^ z`N7F7iDB_u81E#VK!-x3Y?DpZyRfqZ1%Mf{ye#ott2AtfA1&8)&#A*0Y%x?!r)m*< zN8Ortaiyjyvzc`sylAvyL-I8&Tz4)C(2e^^B$bYbfVp893Q@zb@Ku(_M(uGc5AUHGt06%F$r|BW(Xj0A?t?K-b{Y0gzI56*o z(*xVTfCcVyVemEkcAyq0=AHHP6^#lmQ#MC@ApUybg@8?O*&>zq?gfBcAmta%Oy&HW#n*op4h-j1Cm&C34VAP6zq_0vWiaW z1oB^$x;K)zH%GxqNqySq&+3NHHENlWlX)>zmJ=vOz@34$7oXt?&HF^{Re>0%5|~B& zBI}WpdFeCvruDXAX{k&uxeqmj){^(|_7p0=9mJ@Gb$~cJ8nPWx#KCBADe^{=D!a5t zS2MHa({_H2x`prg_1ae4{u$Cd$KQoaYVzqZ|s-`rAM_6_&?!r;*Nf6!;B#F zt{ox{oXyM3e#)!7+$TA2O$7y-U}7dQ#xW%3er@=LTp0iLTXMH}_LEjKUxY${Nx)4K zK)ih5d_Lq!l5t}T+Z-?QeC?RxiS0MCi)cLakE0%uyh$nz2Pz^d&JAXPh|dg&sovU?yC{IPU$;gRj|Sg{lM z6>6L4(A8cwR2{;QC_*o)V_kF-Knf%WP0sWjlFkd!8Qs{oS2LY4qiynFIVmddZ?%F^ zRARdhCf@UD-?UXQW|eD}xBK>5^k@SZl;GVEi~OJQw>HeRcwCnPP90o?4F?C_?W$$T zMhN@3{S;~z4WowmcLAy?DZv5iZGiiJPTjQGne152^ z>`HJsPs{XhJkzyBrxr&Wxx61sCiR<#q~!czBCDE!$a(svOKn1Yex7)f$f9Fe3heml z)(7p{*mnOO3I|CX(E2a~z+FXoZ{NyKqqqdK@iL=g-Q%fheOn<>KUZ8hg{|0UUJsja z>HhE?HgHE4sL%U-Hy(R6W;`hJf~=D%8_WmNAcA0F`)hYXjA{C@#T8aexPWBGIyg9X zh)*9f8u~$UHmT3}s}IcMGp|Q>>m!ovX0%v9BEKbwlS01ua)U%kx!{T?!7l|`4qx>* z^$(aKWMoTTb&cLq4RPUBYA7ty#y92t*> zUi1QcOND7Zf0L4n!97>}QMK&^3eve2_!%PGU{cG|D}CgQo-?|}vdo%uyBjWaJLOCG z(iO3qPPSnzjwpU);rzuZIrTnIJ{yjU=cI?Zc6!l*3!8zwzvHNJkHIfWG;kNSw|DYe z(}}xoJDDPJ#&!@C{@Llbwk0{p+^cOrXx)NWe(Gc4EE`mO(qh>@ui&Ze6SNGgm3#*FZL3ziOHMN0-PFN= z1NxBB%9`&KeIR9~BsF`|G#x?r_v4OPz5o2U7iy7W73F08GDT3X)nwb6lVj@?w>=%L zKP7XTFuTeLGiySQ#W{rKEEt04cSz8*CgalCHf%^~IMc`jMmE&_pQbbab_O@Gfew27kpB1^@o*msZ};gC_-SeC z+V+y2V(SdkG)x|ZLKJCK~_P&vjj4WXfuw?m7?Ryg7P0jPfKk5=9m<6 z0$hRV=?u0R*y_=rCb353>(URXb+%GuZydQ63)*>>EYl@8Q+k4s*6o}KpUQ`T4-dvl z`0Lg6b6T&B{mgXxH_f~LddTiZh;}+}ve@S6;OXZ{GaAG^R~^zTK?2TWI!)*y000T~ zK>$@I-V$mMTP9Ni6My|6yCZL5xR%vpMpDjaDMrXnr!pPltUFJvV>HNCet@J}ka&f4 zNxU%@t3;Ekn&if{a70hhZ9FS7&?9-G?gwX0cjSf=S2IJv>(G5vk`w}7t38qFdcp56 z+ea{OWF1PA#hc|O6jc6+iQI0d^pNdtEq4q!b~2B;k!5ceGB7+~E1YobZX7clM0A3?f$)fKd%g+fnDuW+9}dUk@|ThAT-3SudCtMj zA=>Bld8x&DLh4m2cbF%mSfs)u75Efjdg@Cr5YiKY`**s*^8}?Tmi?Uf>uS~wlPVB;m z@h1(CzV8e7wq|r_dkF)2dG!&TGAc7E4+ksBt{i*-W3&!al1 zxew%B|DXwa$gs6)l=$_PJem57m}JGJ4p}Y1>o`5%%i>WxHelBm8Hx>{d@PAl=^m7T ztGA44M2PFJ#m0Ci#`h*57{&ylnhg^!b(;vqQvqMnAV&cF2!41V8LJ!nQ%!HYoR^@3 z9UzS=Q%;tu`G{C^I1=qTw}Hxy{67q8pZGf0b-)D)8x?d@Nrt=^s7&vhSb-+9DU<_>0iJ3<9SayAu%~kspAR|&%S5$q51US5SJNd(rB@e0i_-p zPw?A!&4WGJX39G{%Fjb`|JT^7GwZh=gj}R&)j5+iaDE%CCmWDmsPYDunSqPbH()pw z?G?(Hb-WZ^(z{G^tLCLiA=D}8O@R+JuZcv5LjnHK&GNr1`9798VZaWvt=WW1w&H9$ zTczuQJtL}w82%?t!kPxA-=8aKO6&{Bd)q>-p#wOs>fuZ=zhKgg;$OIb$Aa30;si3jH{2cX**Nl#V4ggX1 z02V2{M6vjW&G>iq-~Be1>wDy4<6G`n#fF@3P!rMiVy)%yY#TvAa@9T8gHf}kWzAPe zO)`hV@Q&(4nPCMb1RAKN+x5{5?cRvNp(_@DkiY7r2w7r6-vB|fgB~HcI|ilrWku`7 zR$De15&a%?4pF6Ub)b9dVU+mMWVht1% zI>!zRRu3-IJ|n{U0?d{d10Bw6v-&U?Mj`}&I=Vc&gD3u$=%j#<&!t!NNrLfy1jM>d zg>}aKI+cXmmfv)|3#km6jHWMYLsiECO_QZ}OioN!=sOZ20lE~8Tq>jPmKg>v|5d=I z^j%*m2sslKj;n8U_YP&l6h@;&w8WmlqbKn(gok1EAtZaIUJJ!gYoMiNjfPpfZ2ae` zapX&CV1mXto2gH#*`a`wBypyDhI}rm=9{Dt1@BO$8X@l|uG>y6s9n?Uyu1mnSc=kb zhFp-v%E&85&e$eIXq!mzgV&&VkrkSGVmHAUxOAeM+*RK*;EQXRUvtzgV#~Z z3;re+l`Wb9IUr&sR$>82xdCMI`!-9c``|D4+qS^{x3wk;wTtyEEXCZu*P5xk$f%Yl z1Mc|Tz{^e!kGbP+<)i+H)3WtEb7^xr*V0mpYsCEMnR=ior)B&Fh;_Yj==Dr)I`flxSHnHTf7zgLu#*F{2# zwlGK_B52)QYQdbZKfa`;Y5d6+(4LM-%6E3{63kW{pjmO7=!WZ?F-dxr%01$A$Yx&r z#01d>?U8&jWl%~DziA3O;joEs>a4TL$X{F1WF(O7Qr*P-J%wINwl1)T2D9h1+63YE zzRGdD&kz^-{>TtF*iV|h;5zV>nV|V^U4bIVz_BG2G&3JGhob$Snra`zQ#N80^MGxd z+oOdUdOalDpc*e+m6&fa><^G+x7cwpUQRGR0^BqEjZ_6jYJGS>?li;Bl}TBzyfBA& z#6f$TBbk0vr!i!NRAV);TYgurxC(FPf}t2Td62#*xO*)*!Ko6;F*Y(ry_7;6Vu5>ne>j@VNv>OZT zTWp00`^tX_&31V{LTuMhlsc|=S&Onr3BLKsvvn2R9<#u8R7dWiDEe8adHb`2INpkQ zQ#4`+NrI6?*I)u$3Q2c4$mXzngo5$*N|s!4N;`L6H$=TZzP!F>J6l>CJZ&`F)FPSN zqqxyk*?WMr=|(?KAOjiZM@pOfs)CfeD0ME55Q?jKd>f#6&uYnX{!?m3#isyzufZ)CEC$8ngWJFvgDD+}-G-$8Sw z69-IeyA12^$0*hNQMxHx@*64_9y427-Azr!{q;9kB;iln-_dPrtEH@T75pb}mU{B9 z#yaKv|KAlC5AZxaNwO6W@Gc-JDKZ$%#``i8rh%*MTfDtvM#6ma8Tqsnp3?UMoT+I3 z2Z~N3Z#^wX?oB|0?(VLVL zFLE)>-Fo7>shi{_be-WQXmI4CQ1b(bf)8T?TER_u;yf5pe9Rz=Px~oCId~;sy@r>& zRy!hs&kUQ_G;Vh=yU9JS$5vmQ7%-QK^Zlq9eN%CLWW^msQ!<#y9@51yx0kKjL?vSI zXHqI`=L|${nb=!KJcZNxKBnsIc#IhHPf9^%z@xz*Q$tdz!;ru7p6Q?;ZJ`{e^T)Yq zs=otJDvrp89H-a_grOU78VHktb1l(Jxxl7$<*ysE8;s&$4B=mSp3a~6(%$WNjgLFT zyPT~VRn#EQ4#`CF0RYXizDr~fluI$gPk{6SyATkI;YHXte5yB9Jo=heAA1{`v?Z+A zivR!%n?V3+Cf*Wi5L+fw0uz7vNJpjJ+L{vrQv5`itqjn{&>!{ztW*biAUlVwpUrxe zpto${C%QPmmp0arhtVmbk%nMEkJ}LG@8rOpoiY9=?pA%1tD7 z0D*m-V%xDVc)?<<1r1~S&X|16NcTvZuES zBRIG(I{4&e+*f0G4YL4GD|rpskkMb+q$z`Gr=~jD5&_Kr_6^vygohavi+0BAc{I07qFuZ{38uxz_fM2nHghO?xEzRMij{Im*XB z9N@vsC#PZrkuC}*V4`JX)d65VIyT=q^pYR5UH=W(Z)ke%x}F9ub+)S*;yIhO|Bsf-ljMD@Uvw*grr#61t9S~r|y_%pyLg?Iw zf;LI9+v$z1QJE98T3=u}V4FU{M7bBt7Vot&rZro5jDJIC-Ts=cnR=9-pe*%$md-FW zF;)>Xk~N~H8s@EM?#ekY4zHapW>%%=OWDH}ZW$D2ijI~lP?0LITl=#cAP-ZBlq|K% zq_gY*JtWW;~_~ueL>&^q*E~LQC|aQ!$+54par=X?pt}bfUaTEf?_Q zi8`Ao7evZ=m~2>G4r~~S_%W-{015q>N^Z-x?5`&8K{Y{C-}I1?#vzd%bbX=Oe`hL! znqcto;EQUHhecdgGOS@XT;$7~yl^rYYkIEj@rC=|P_!tXtM7>^{%OjSG$J)3ny3-W z86$!W1^tcURF2gb8U7w%%c+r(Z;tKbp8*I%grBFci88loRZ?dwBt^GbZ?0Fd+`%Te z2}=YoxRJztBynvqRGqE}rBaM5%b@>%&!UwZ|BTg=lIme_(MW*VuNBqi((%!K|6Bjo zwf1o16HL`jYl$}f{g0G&jMp({Na5=_w=%0=ZUI+!#Gz1(b&ajz(L?AWqQm>~v4m4# zNQY=k1@nB;^}5Y?C$fNiYfK$d?}1vcYBn%yOnbw=#gM0QeLJPUY~yqJPr}c)Rqb39 ztQ8>d5(HOxp!l@?nNUTbbKp9pB3&T#pTadH+72*%w&k;l3Bcz#As=I9TWf76kI%+V z9`tA#>e#8okAP@@_{UX>A%@-d39lI`dtZVZl?7>+Da;3BAK3slEjpWhHM1!Bg2FKa z&i~*>*VdkawFLOMFC`f6M0R!l*gb3qa+=o(Csr^P2N%tG?gP!N?Uc#;T3dS;Uhr7? zshLBQ)gr{K5*_s4i+ViM&{-9cZv)juT~vh{5X|uqi6VJd-negRTaWRPg4IDFhIdVF z_3+qXhc~MwSH3|-6kBy(%H`G4eRugl4S0n)R895~mbU7E5EiEE;eG^9;BJ3EbZb2^ z>q5w*We^b3_3XOk)Q4&5?Pynwp~n5TrBh~ma$aSrFP%58I&;rovTnu}-OtPuZ-WxK#ad8GbeE9W-w-4dooUFY z+#bb5kuO;CXpTj$5H&@jJ8bP@#>cESMPfVpE;h4$4;EPdd=Xi@)-5-=_)vF6RzV#AF0(8LG@2y9QziW^==K(K<{v5Ku7I|ONB_#{lvw|+gKCE|~7 z!Q|L@=wI7(Pe3eP`N!}Ghqx{CG<@Gr+&07 zjaiCCN*}6-9#(eeb5AT5tWV)w)gMlo{sTqTE30GXwvoyF4l_FCcVBPPw|u~RCz=c6 znn_cwr6`0@bX8>gG9Sl_{w{FXj4~uK$olwPZP&{F?NBEp0epO2ogs&aaofqH#10PewvaLY5H_OG$`S6e?- zMQ}MM`h;ep!+sfUS}T)#yi+$gZGTZ}6Z$x9LaKo7a7?n~A=9xrPjOmWaWXxphJhJ= z>IzmxUQM$bdH!~Fa*qz?H)**f1KaGv9p=!$A3i|#ufjxK@kw8wFZ(6%X)(t3>^D+GlTmjc~rW(Iz@Vl z6as2whT*01Zf9LYl`8b9@~=F6=h-#uuNog7fO)xQ-93{ND745R>*;K&JB!dk)zhEk zRRroF zV#R%lb8JrBa}8Y{@1eq{96j*V3)dzG zVL@gc4a!C~CNJQx1~4v$d2!SJC+6Oj>xoE5D`ZS)#<;n4>x63$EomMtz?|wql7g~# zrreu5ttHzEU+ql!r?*I|a7W69#GzlQ9EU9`VOANcE&G>eC1IepBpcg}i@<_@GA1W!cxF>6W zi(*i@`-4NuF~6He5pyWJH`e}aWWsU>_7$@_qTia#VSOfcERU!J_F-9g5Tu`XAoq_m z3Pq4aa_=8dfva#)4&hr+o`aZ-4YPD2{Rjn<;CE0ER=Ly**z(^brnD~v zUVxa~ox-ZAt7OsTrQmro=5{m;#v-Ns)^r_bKG7N<1%Y?7(hy>`sOu8!eg#>ZeiKEJ z7U(!#e@;VHp`=W*L92y7OFkfR`Pls}-w1JJ5Zx%RHDb85n7fEeTX_VR#UA{H-okP# zgf5jj50RC-+djwV0;{PM7wABHVz6L(=G-be>yrNHfX6Tj=YZRXLZHHh0uYN}g+`a% z%~6b$9f%TJ)(l(#&#uskWI#iLnLBF(zXKCcMKPrYw#QgiWrb)WC7~W_8GN@ZJAg~d zZ!(nreVPSYA`SWv@?QC&dg?1_(Q`c$3m%&dzY7s|Fet!+Z|VR}zaiT)--J6)Xl_pX zO7}sA|u5_yY9nQ(fT_$at)YEx8cjGb}wba zTnZxCdov&>-GQJ$kW|D(JI1K=a>lF4ezy9x!3AmX%Gg0de-FHVZgBYBzAd>p1#Y7j00099K>#3$w}hI67Ri*rgE#;F(B!Z|zJlJW07M9*k6WENy_`=A zh+UG(%VgsOHnyEyPppp^#O?~cXusUTddPS6aN$5?5WZfW-lRdFrA1#n>k{6ETG6y-sP zaTS_?-?hLpJH&w*CxdKsH)t;&v4jNO5r%!_*DYd^FejDc& zFT5(cg^vjZ#p(X0Qehv+1DJl;R30j@G3Q2yi#FEB8{IMEkCD#DN6h!}F!kE7oWvC& zuL?su8<>05$+$&JtGD`*GyC~xdE*VOZ~!VBC^y>?+80|=Lt)z#)dR32VSbd+Ttk7b zk^6m~{B?A#)ST}!me_TZaLPWy9g~RA7ORfw&IvHt5MipvAq}u*uv?hoWMmTU!iD|- z7W=vyEXA%Ahow(E6s@v!NtBgkJy~xIDsULaI;7pzUkU3e;xx^EWTXemx#flkBKAU{ zG}|sQySmUp>6*+LeBo;cXX`4*fsMVtFR(YTS4ItmS;w2;Y|4uLu4t3kyPA^8)FyDY z;Q|B82PN5YdLp@ZjHz_?QqrL!uB2;k)SW3Jp0gE7KSWulD(~}qjuXAcv%So1O-&Al zw$Mw}yOaFS@3>9>!tt`)Qp&(w#xRTcqallQy7XN?tPNn#w#yFZX3DLDb7#-4%n5MGr7P_=n(!Nde;V$uuFO_K*^ZvffU z18TjT>PCzo$q8wr!nEDsRFhCky zMd;!-`;o3=Q@*r;jSJdJ-S=7sU|tJJ<(*~FRr%|S4tk5S#d~XkBjShK6ITyvpgNR6 zQ)HXJNabCS1ENmXSM(VaEGN-~Ia_El=n58-0N9!4Jt2cr%4bf{;wRa}uNLm!x5oRV zPFSB{V~4t3o>Ci%ZHUaK2zim)TsV)OM&#?*%tzQ1pt3>sf_DpuFrt|Msrp2_tEs4r zZzN$NZ=Pe>9j8pO&XdBDag0k~L+pBa_SMVvalrd3Z{<*}L3bGXQg}RK6=tn8KoMyW zQ-WHjEkwH`oj6r6q2SU$+~C9;X;)ql$@n*A8l@>VONkwX8gsnvmV&-~s1}MuvAm$s z1;u~ApY=@7v_2q478gz@Zlv|W+Dxz<1NsP2-V;ZI@Nm+8sm)*j01Mke0YZLR6jZQU z{}Q_NJg84BX3kNOfPfM(s+9Y;PfzgpdUbhWSMgGyM+$y|_>_lQq9|`CUV2-P5bqBl z%LV|6If#6C51|0nUCw# zi+wjfXIdA;8Ksv^FthT}Sjjep_y@yVqYz*?WenPrt(f6L8$7OA`U%SAW8`u^`MF>J#1A-S_dyqyTH%3QYJ zeixtm;ap%kYW{l`$K#siNVk{DN8z5yXHCz- zi}fEU**WdjJUl|fpCy{FP864+;I@ycJ%JD;K<;NRatfToh=Hb8lj_S!-uk)Lmcs=C z7I^=)ry4gpS)+g&nXQKD2w+lXrFJ$`%Q_l=@HQ!a4JsY8xYFXQG1sBbq|Z(&Aw27A zUn)^c8Um}lw@>0fv{-gAWbfvWO{MWWcACg!+fJ-Z(5?2PT$gE0P<-GFb3O@*9~?h3 z_IWkZ78~1w4E9C-5=a)|-->5lJM6x)f6d+mPXfPT71(r_Ivu{w+vJxPkozyu_Uo1s zzk3&V>rAiafI<@2k9p4jJ@aYLfw6!SlV_K}b?9%IG%x(MycK?SWyrfGk*|0b)b+No z9-ESB$92r)g?c;hAd-h^!KRLsxo3*AwtnjNZ09|*c(xjtsrsiOu@=k3`fHMJXhzPy z0~0)JBRe(+x3`?uo&mUe%pB|VQcb2u;k&-4FeJ}HYqr=VHJ%^A#0=b4H}E@vC$3~M~$Epo1r+wl?2y&v?pZ-cV$U-AOlf zj}(uqMzLQqwCyGng4>p2LW9}J7@d~7>+_Nw2x^d`F^JeKmD$4~+gkBJ4Hx4a`{U*9 zIT>R``*ul-xyA_q@=RUAgHKm`F-aB`wqWMSdt4>AO4JxWNb>E?HUXd%=w^j?voX2< z*>KF8yW%(Yr*MxV4Itm;59w?85ESfChnVWAHIv0=M|tL+?Mj}qcK-q{auBF+$B`YH z=IBkxsBkDfH;eH7_JB-0>Cl0TN#g0N_}+1u#@ziWzl_^Ki&*PVdKy={Q)a|6*Kbj9 zyUTK9mnGqd3Wb=gB}|BiVQ02Vs7*|1rUfv&z0Xn?0r&<;);UVQgRx_;om@^DK7g*F zUe2n1`I(nJ?N@p$Zqo){L8?dP~I}7E8yhFE4{$jHSVltv2r_#=B6f- zCUsR9A#vyZXgzGJeF32Z)A;;utAg6iaHF)u+*Xa6PYV{_2Y^PyjTCp1jj7mUx;FP5 zgf6oLEnCalgPRRpU7|rK+wgJ~7(U+-& zEgfI9yh9*i(Qp>YEXq~0b^6;3`sbvtn_&b%eKIV%rAC$ken2Fd%vBf8>zmP9hyTgk zBh=S;8XIfuPUk;~XSb*3d$3z9she%Mb=~HYD>DUG;j;rWaN(0(a;Ac=VbX?`5!?-R zXZ`9DRz=#)pSTDpxJq+zR`NqEoMv@h9aHlQk#g@1wf|Xb00Mr4)u>cf!Q-baf^NV&VDf58s1E_7l!q4b2dq zVPoqmL{DliO)kHAnwGK(!eVW6wUlL%r$$}NxsOP~%2etA%EuV11{(s5^g@S?%fB1* zwEn|3;pxNmp<&P_7Nc3vBhnpz`Dw)LmG?*Mb-`Sn>9}xwI`RFyI$JJ{cr@Uhv4yVJ z_8I^*3SzABA_E4zqu`Okcu)Tk|1@} z*jmE`5*ZR$2o;9f?Qv*fYHWMeeq#MRYu~uJ3I;$y%@=`-5cu@)`X~e2l z4rCK2jZ^ufB4x+|+3iCW1@=6zGIBEO7ok37h}~Ux|n*QZfqun1aRv!2KU9lro2^n zP8>h9m{J7rW0H(MI!}GS&@qiZMPo54TLwPZ%IE#h5W3v?loPqXnCj6!;`Nr;-~`| z_e*|w<~-6rAVcgrpLp!pAqY^A{!)Nu*}Tlsz%gvJt8^X;$7}g@$%?KIEW|x%5|AU9 zO<(XSZ^EPYKG;=tW(zQ?7hXdp zbH?K6X~+`7up^wJVQ`oFxSZP3w6*4iAhsESBA20?91QaZbvCUZs`sfcxlM>hINE0s zh`^m^gA`;#UlG<0dcwPHMsPvH2W19o%CvB5^vH>Bb#$zupb;RflZ7VSntcCf*V}$k zR1H!a8cz`SaJeqYj`=L$EdR%3N==0KV7_bznPtNI&kud?M_$@LV<@G8FucwgdHJYo zqn7J4(F1C%Fh7PTWqw_oNdysSoZzOmwhqu7d;`_V7gRRNREEcU#j*f?+X=sO+Hl#4 zl|_V>vGzWB#|4MGTYZjtfysle@DWz>egIB<0&W2!7L#h8yVoa@P;CPSk{X_rf}!Hf zk*3Iu(8d3n?8nl{Wj#l&c{$X%ct`Z+iSPpu|6XlN!GjamV1KQPN47DGfr?U}#PJW& zet0Q8i?fQBLGS-$>sAtaV?Pr3*S3}l%iyb-bFfvhFHJF5QR(k7p$mHyz799k6zYw# zLE1Ut&uu)pim6j5VZ_LtnX*5njnx!)X~favWpCXVUjCHQpgp%}uIn#W3b})jIU~f5 zq(@tFJ@{SpDy6INJ#KSZGQm3S+y3kX%&XQ?r`77dqm!rQ)$+fE6h&cQ741S#gMP92e(lpW_C_~Y zq?DPZzJ6AHEkR~!)OPtWc{%8a`%tz3COsO>5s2kWYh$<@C)ofP zb-S0~isWbUI&lB2oD&%3%X~W1?LC87r58WF0AFiN8xe$`qkVE*FET$OPc-qX zDt<8H&N2~RHlQU{rylIoUoUb}_o%tm_h$W=2R{{Zx*X~kA=tzOzV`I5vhzyYnT8}e z9S>*POKP85`;=tE8VZVuouxd_|1ms0U5ArR$CH!@+__~q-NgRFI5e%e&>*SU9#U4# zGXgWfB!Z>W?;0%_9wkE}jK8vEY2~32N3vgxDQ%P0vv9NiE1~ZXaq!dn3rfMfgmje7 zAu1yHsdz4TQ0UfhuEa?m?;@LGVSEqYE&vGN;bvH!bdT9nw8V3f(#612?2GnR**<@q zd*EG$H!sCCcVToZO~^$QBCdgf8Y4RqmPemL=S?H^L3ha8bx)h;6gknq+BbT_mp zzq8|msiAwQ0u|F^^K7PJ0 zDJDcd<`Z>aY{g$_V?mu^2bZ`ueJJFE53a+CagcI8qKnMfuoIfl9>+w9UPc3eAy5sO zp}=cw;2puo0FA+axu?-1+%tnyB%r7aO)3;o;3QOIj2~t@&zDYugjFkdN!~f25^CMX zC5{F4VGwe}&!AfD>Q2Of%tn~$XNG&%U)7CDr(8;(5^7XPCsP=gBJ;<{51?o{=(!MA zPd}Sr7=%9xC#=Qet!D=_k@XazI{gjww=s+a~nEE23VL<29%-|JqVc2 zin5AI0iL_m7^g(V9P~xt@fk*|)iWq=u@mliz@I^`B&GczQwz+S{!RHpBc5rRD+@K< zGy7Odm0VcK0BKN+^p4u-t67_VMeQflVppQl;M$53R)EaxBVE_@QEMV9kFZ!8>9H0g8fQ`B@qNJ1{!jvk+ zBUTxR!)NrDK`849t^+Iv2j%2d=Dvb1Q9kufAs zDe(eYHH}lEYy~?=Ua{3Z-p@lYR&e8Sk_yB}#$T>;RF+`PAbAmQ>N)&RH6iVJyqDjL zXc}}M6)R;ZY&zuaGOHNNG^+XD_Cc4kW^~1)5!sLJv}!Svx)R=g?j~J>zn+fI=ZFUA zbEapJtW*WOUQn}bsJ0s8p1}gXL_z7I`M{RTIV?=cig^!orYmK4!90Ef1sQ{jpGXM_ zkKdev>mgW)1d3S{pYk8)mXa}WRN|x5YYza& zb1MiS`;qRwcB+Mx98BhVI3Tb4-!$RRx~(^oJ@8vXIIOoh5K5j-Ts^$g zS(ZarTWR*MS{8C4WAvq8m))V=feDXKL66Im-;$1I(m(~$%IYVVJ_tlQAve8+V@)M!p$>~=>5+fEv5xmkZ{#tUM)i56>DXB!Qd zvyRJe&Og4l;tt}|G}?nP8l%4Z>pBUV-=}>7L!o)A3TR>)+G!VP+d&GXnI0iD}S_z-nW#Zy&WzC)tzL$?$qZbC-IQ z;PPawSvjqL(-CRvwyBt_6zi-TZYElK9hJgkygmZvnz*dc9LKOaOgH!a09&(YEyXVl z@0@%LZP^|ND%H-!px31oT@_rr0zA=ZKH6=Np*dA=gP{JjW_Ede8mve5PRCL{Jl zx&k|(g0xMm^bD=t%hS+9>q>&VK(Ib7g#Z8u@j(DVC*_evOFRF2&hVYKZJ~lrZw0CC z5BNw=LDZkutz(+~W_js_&e*sS+|05I*4e0*w3D*`GwWugM|4#A=lEM;97h256)c~I zR1Jc|6UuKxuzJgqO|5S0G0J*LOEaKT@~}XcNWW+eF=ha=T6>kJhZdUV9U6yYySGnK zY_gI~epRXLtNlA4z5T7+$Txt&NwRto2=&(^e0lLAoh%KGN3~|siw+a$G59VM@3RA- zTd5G175q?KmgObU77YpfIj_Ws`(IB_In~{6e~`H{MBkw}jHS&skC_SNiB5gjU#otP zX&9Suu0P+T-~IYC>SrS`CtLQN+GZDK{_A^2#5m#@-V;{5aRGJ6H0=7%)d;|RZ=ApV zCa(fOm9^I1jzU7j-cO4mA#ejuZ6einE(c+L;$_^7`Z1I%$srC2Jf*`i-;(lU;8dUx ztowGaE<}FLW;PuW5T z02aDU{9wTck8P@ppH*y^z{Lsr(FN*<1iZyb!tHnDyOgdcE(9?ENNy$v*GRh~OP>za z8VqKu5O^ebM{zrE(6`7&4xUSt@~H_oqluCZtxZ&&Tx2zFuS6{1v47$&vpcJC-|5z}*;O|_ukEe}lp4f%B<~rDqx6E;1 zH75#J!8t11Qk>>o*>!cXA4=sk|2jlrYF;}z&S;9YA8$Uj_7Vc<@nCX5QB{}s{xPK) zo_inhAJNk0;E$zBcV)cYikSVpevX+s^q26e{Bm5pyoD|NsAMv33po!!YEs9@YQLZhogE)t=kG)&O|o8nZMbZlQ->B^D%(5 z#8f3d9aGb^_Oeocf=pnFbOJxyIZnSYbFz4vDO!rHzP1G+@XJ&%q#~mu7@zP!9dXF% z@3}6{q$@xg&P75C`1 zZk01mv_QGH)Gxza?ap4@AKPGNOlCiPfu37DnaIs!zQ80?n-y=mH&7r;{?eov78YUP1fPu_7Bm;5xPMo^O|vIF$KA3kU(ai65*> zN9(05s6+zssyGPUeo1(&r%d)VD^;QZ(d62^>TO$@IyU)MboB;F5}gZy8nysWWS6*< z%V*N;Qaq9HF2>)&gi?|Z&r0Z{P&SV%aA*1?N3x{+dqmE_{D-(O=x*LSS}u4 zEk?eJFfH6&*e#suim*fAePOekQp?Wb7t_*Z1@lvd_~wv5Icj#URLJ@c*zP{{uQ*{0$DEXO}c!e>m&(+ z-JG;80eA);eRe+hW%t-X!{xOP=na@YLjrxvOwR+!iV0NvvSWBq99Me=j%uclpEVpO z^TAwndP)IY96Fy%>;k_*krT9!9a`pk?L435>e}UrYMg@R%0OD&=FM`P!nzC;c53!^ zO9T$B7`S3%L(!nGi>41NOZrhCrp{JonF#1oC;l;erA39!-}d zfvn=v+F~rotAX$m2(FkrBy+8qR-#8v;#V)mYD*XliON%e@&EPUq3bq>zfbCPc`WRe zZYhO;5=~~JpPLWWEm7Q%mA;Vu`3l8)QU>GQg%;has2*+p!uU|ZR6-ui9onr<*m1uGn~d zCXM4RH9{2+b#Yp(C6TN4yH#)Zzq$zZ%B+zkw*9(JT=1~5BoT($o z=Kje31Z>RpetzL4UFB8Ee?ivA6eX+rNqeWYebd*l)651D2P!7Y1sBWUV2h%?0L?s^ z%2n+sVV#XHwrJfB=RjlSf!`DpwXnm1X+AIq0kn8xc}ON$sjkYh)OwbqK|kDQ<_~&& zrO8^6%O3dekxN&>l0s%94L?y{)X{~$d!ZEM*DZn>=VFl>=ZMG+AB zV&AUAee7{eEUf>PcPew@EAf5`YIW?A7avx?{$If8ckZ%?=0bEAV0UaEs9gWwOlwMu z%v#DeKdXL~=t^cqNb$YsI{~}w1Yh>Eg|QCQ3v#CPzvtmaqOFILJgHbdWGx2IJJ3|J zQv47u=W)+^PQ-^s2%p`~Q2$ zS_J2naEP?-K5i5`^R#0#rDJ%0!Xg7Jw+nOYOKEJ*#*kV6VF(&A^+V{M`;U|NgCI_c zQ9bzi|4%43{{=B)N;dVUW9NI)O&J~H|9=(aprtDat;rX*$AWRl@q2z3uI$!I#-s6H zs`Ih-XI$duNd01RLoJ=_raq>P0t;A`_dLvTGVSzXWnY3#w$POYq9psJi$6h#;#8i= zi5e$eorfx_843b5mzj|KIh?%0YlW6&{%IuXS5;N5t?^4ee7Z}@pA8qW1fTp-g@lC)v#h}ki5K$!HxP&HV#(_19V>RKP2FCC3VkFOT5lM*{%{m0# zOLn|rPpn>@&0($EWUx6KKz@`Heyn)9)QJOi;egP3)BKI8>*Yc>BP}}DXn5_8_S~vi z!`r>2wu7e9MC+}Vv`JE=HYB0u%r{IoqarP31{R}(*Y1YdzlY>961xhlB8IM<8QnO! z$gw<7ynADC^UqiftoG79A`hok)5qvXuOZl759h{bQyE6|xwnuOdf8}A(0EtrBrd7* zxN)&2TP^>OBd#4k6>yBee`iYrpKee4wTFtpd$aH@2)p9*n;lO)5K>2OkPCU1NlbBhu8Do03q{7HN*ab z<6;oS{PH>YC6ncR1v2L5brL4P@xn(P+&p+qG_(36++(1h`c;7WWysZ2v`E958tHv=3JavDp;P=|RxWl_QTjkX z)Fs*uB_8iCI>*Xd-5aYp^IfO6fk}|unSf2a@T8-EwRZ5cc>1&8o;`S#WcebpO8 zMA$k;gc7a1+FcfaCNG9Yr`AGZ8W* zWiw>8vd|(R4GsG{QKZksR?V$o9z`H=NzF@}*cd&pEdbc?79m}sSmm*q!Y^^*g*3R` zl>mc8+IAzkhVGDtdO`6UF#)|%*x!~ES(VU zn!N#u;y=9

(@TyZy_tEt*T6BzQ0M$-?fu&%WrOzC}iV}n6F&6Xk$Ag_#K1Lm6&pMK0)x@NaO>S9a^*KeFsw;x4M21ZmHK?QBjIB z!R4^J;Thw@mI_H6!<;y|vA{u$lmPR`r;J`-EU2WE1c=#BRW_QkMy zt9g-ZdtVr+5~LMI7E=kaz8PFu=oL4qjnw_~*bl`^Z4tI3l;?;7&N>5lNhSfajY$UV50gV(QCrp8i=&(4I zll2uqVCS2s6(}9_baE7`=+9Y_ZB&q>9Xd2P3L%d3mS6>!3J-pZK+AW~>8Kjtf6qzb zC6hHwNOGnwguPFwo4Ym@&1-Dv@#SaqOLoBqwAGg>Mb&644y<XR)q9e4jZ z`}=6sF`k`_tW|B8o4^DAp?4H)QXBu$g=bKwIkfe_W>a;*(N07jR-G3L%B>Y55!sp| zKRKV^Nd@$cFwc_S+XIb@g_N~Ed9HWrHw&tYUrb{(5vL&Y7hFgT3Q_7sX6-VFS^MnN z!e?ftQmXXs5wI&Vz7(5A}3k8y2Q)_lB-M_EGnd|74EW? z^3oBE?MW9edvc^e{fs@9f;RxW>$<>pKf#8{1whmt(W_E)rlgHJ^hf79TA@9Z)($zF z)qq^DuI|ny&>_A$DHUZ~FDn9BTGQbKn}Psl4nfws{=8=9zpm`*Chczf@ndB_U^#o# z(d6G9b=<>{DEYR!N9LB77gwps`4$gCtFqhJpAw4%Rf=VTpYyhQ#-#CXNVB7jL!yIH zCjK_XyFd_xUuyYQQ3DDSZ!bDRnDpft8ZhA_0oMXXG1s7}z%Ej`KPu6Fg6~UHUb!*e z%HG22%ZbRT*e~IitRp&_AK}?JTs+UDj3I|=zIIjAR(zev^+(K;BGMN^azXaAxw8}X za~oE;rFMw1f?9B9w~pJxxaTCW+)`ThWr9C3u}_Q6_G(1VVOF+`_l>}TC>s&l4hRIw z$TXKamwR^Dh{dj&=E`S6^5C!lBA>JEP{PNmScS@D@Zi`Oe!^H1egZ3rJM}e0g0rcq z5zzn4ySZ3(gB?2ltbv&Q#8$dyv2Y`o7Y$SWde^4L3~|`2mm&rIwsvnoleZEu>VVK- zX63*P_yuVorE$J6000c+K>%qd<&i~8EB}PO=p9KB38n)DVHrKe)gg)(IcdfQkQ9^W zcUI!F?nu+6NJ%QjrzDLJSEGEky+0FWtYa++wguX1nJYvGxsgwfcQq(3FcD{He#aSA zd`_YJK><$dUnvS^Fpi;3Y@l}E=2)wmP>hi=AN1`RrE%h!z#zG<1ONKXQG(j!oQB40 zp8AFOgt~B;o?)-Q4K4=hOIj&K#v8oULoJ`!1ESH5O@z5;0yIGZ*TPKbzRK%gQRx|3 z|L6C@Raa%~{>A39hTRx`L6R()ohKdG&<|kIgTS$P``S4aZA2oZ;7!lRX#o}fOSes( zwingt~vZVn`v4^w*sjWH=e61a^t{+ z$&(ft(lyd@$(L#E?9})4-4ch7UTr(3yG_a+6V%R^I;twz?5zQpwOH4$*oC!6tRPsH zsIIoJe6-o~Q>&N#GXs)x0eTrPcyFjeUuW_Z8mSuEj&c>xq|-Eq@T0x-Rf37ktCLlT zdUFn+Ha?=aM%_8832E5^38ptP3X&1y4$p^L`8pvs*np85Tg{N5Z@TeT41Z9eBjFmv-DoX@P%@CBpLP!L#+fny|7ArOqc0O3 z;|ZPPStSNsz0*F`*y_eo+145=-n`@monY^1y&9fdm|;v3J6s<+tPJhEi7Pgy|16e- zbgKh-hV@NZ*hztl+qH)`*A-UNxf>>WYy*7cP%aP?s4)us?I$7?hT`smI1L|V=_eHJ zy|ec!ED-bk>i7)0>{*LQbS>EeHn!z`+7u4`96U8|0O2|>KvY1{$kT^BKyh`zs)%aK)JNdYQ2rN*fYMa? zxfQM$=ACncTy8nOmnmF{Kxk0m%YMK)Ivd($#hG!>fd?nD9Qo3VD*Gvx9psj8rE5}A z)HPtS2|eW*jzh=VA_ZL-Rnh`^Tz(ggqIUz>qx{Z!y;q zcLkRR87 zr;dUjDNSUZFqOh>ocf@%$ov;8R;9i>_&?ORupws{J>qGBOZ|mcnXk(K8YibXxvD{? z27`X0Og#IVTSP$7fEc2gB*H%w_p&Z)v_n9${wv#7D`;0DU0gpR5)UKl z3S6XVp`io@T+ckBl~*yXzV^=e!ZD??Sf8;4&+@<(@@kMye&+i65O?C8SP?2RRx-YF z{fRdO8K7{R_ypfnfw#ucJYL1d07B5`T4CKaGV!G)q?%Mv50}q&NFI-{v~TfE3T4g3 zqrvI=^~w#(8IZvkzD`p;4gCgc%&=peZ3Du*`48QguGH^n8nV4XuWf$34kXMgg;CDX zvd-6iLP=#j89hv`zyK}NFMnn8m-u>(xlR{0`;0>-+cT6|ff zcMDX(D4zX-Hn1+)q*|m67?e3o%ha#21U2?x-)x>5euheeF@bj+r3_oe8jh4lH7c8X zN)~=wgfA}tCNKvj2vbSNrY6?J1QKN!=GRb1;Yy@KEjZXdC@U`LVZhbcvo8j09;@S$ z3ypm`sjN703`ydXCGmfu!G?YQ{I`J`s<1~uV1yl z+c&5W_mawqkJ<1C9rYY9()bYKk1W|w@xAu*uG8@Yid#=6k?V4uWY6(enz#Z6k`y|h zR2jj{P1h1W8LqI-QK0eqWcJ&sT$#75>J4rezu~`5Pa3zONKl^G$tiNp=az!c=d2-!* zo0C5v&{C-bvMBRBTiy7OQRO>_%Y_c)tyJka9pEpI)NS7gSYK6Ghu2u>Ri%o~OSRvVfohrX zLtL4bM1->2EG{@6{JDvs3kPqPKjWr|z_+_H00-~)vHVZopZ;ZDe}o~b4t5e`F^<{8 zR_KP2w3MRN8)M$5L-4p0f}YUg1ZjjY0*(U5KZ+12-NX?zGH+xCQk^4DaUA{Ao;NeS z-T%hom8+qtMJXVT>y!UT%CDrgn_%n1RyQ1hbVF{O?(>MP25vMX-_Va(xb1cF_3;d@ zz^cnmclNp&1|HQ% z^7a<%tF4POB{%j<9uyP?n1hOX?+n~fk7={YT)MPP2ThPlv}v#7*M)6ow}|iLFZ9MQOo*IJWUUh}f_ny4u>7Ze zqRxYUM;y>c{~ipS9jLbL>oPv$A+Ov^oLpd(+H3}Fj3w6i=S?NMKjjzx3Dy)lH^;2k z@3k~QT^l43R=}!hZS-J&GtW$k>K!c%rTMKh8y&1sIlgc0q`iM2Rlue>A~`=s@{pHq zOg7hIqvCf%_CKc5!BTZKk?a_g48cTCmeq^TQ88YIVY_W zM;|nss?hk|Ns-wLH%P_K>8Rw(*{ZLOKu$@aA)qbXqMj3LCkNMb1P(zL2Rn1k&b_-w z>R(n29T!0!$lbMN4*J_n{+O`@alCzI$VFupFg?y!TD%4eRWR3JhzarW#ldA z5s<^*vrkNiO$BY~sLvf)m#nQ@4&O=T2KEi!8$;}g+}J^@#7sN{7`qmqQy_R4#)X`( zm-{S{!L-|UbQ|O17SQ9HVscmuB@|nha?s?D94ZV+m{|Cn!FW-v#uFlLX(n7e(&s7a zbP(Am#m1#9nFXZKTQ!AZOBCEH97z(A zILS=L(X^u7Tc;GULJ};QMH>^=7(x3G2IK;FyyR$2I41`NjPSQ4FlgT5WO>kmq9&3;P|aT+&Ih)p^qKnayDu zS;vg}@@hSSjaGw?AtiHl?5cdecdBd(n|@-!Y331kjwLk!034nZ0005nK>#3$`D9U2 z!E65$U#xxc=8&}y!FX^05|A)%)+<|El&Gb-i7ke5#XXi7n>vP^5ImGjKnDUT|%x-X~(>Zd5Xuwa~M2sAz{6a2ekJ_A`vN zH;SF^Wy;Y3Cj7XMD*w_rhqPBb=|`{TxBp!fOCZ;jDUfwP*vr!lj<_r`eKrmT7RUmv zas0?*GwW5Vb5c=|_Im(G7$cR+CQjapRml$g%jC%j^9cpx2G^uhV>AFz&_fKpAC(>H zWYc*sWt?)zmjRAMtNQ=Mdr)ty{A-rEnKaL&@zKEmZ*F6nU%2AVQ1qM}5@vtK>>}ks zd345~ZAwzRDO;J>L{`2$(t95ofz#YHAJ|;?Qy_t#Vc?(0$T%nel6w)7ZU~7G>2+mG zKGeS#=%*NxyAFDFhfV3GF;XfkJd`niKd9fw#{CaryG4_?Q4B}uPQujeA1_P}R1xR5 zc=NLKzFBQ5?~gS7VXp3?q5AK$xsGVyJ#^GEnj-A&`mvi8WswprFm&c=t_I@u#cKcn z0ebWWr`o^jz9}Hbsh9U*X zj=5kEHF1NByN;UIym*tmMyZiAV^#m5fUCh{Y^4Uw7{!GP( z7xG07yeKL*t(@?Uqar?V+bv9gTuuMsVtZk}NZvy5eMc`p{NvL{0iQAElV^k1aT%fr z`2< z(~*@eJuU7`30?Y~F`n8;d)#kSTp*IS;Kmn5cSTU0{^teqUd3uF^416YO4@z6^fpZ2 zS$vvO`l#CPw&W(#+?|>8iXDiRgs!i}Z|$yVqT~JZiQJV~?U}m8#k($Mr4mX6XQ5S= zy)VutLL3#-*o?KaKKU2!O1(uszJ&M8X6iPOCAq&<4bfQ!M)_Ci6K7GI$JkXy zJGrmI$M~KPBRUzeUz|&S*hUpOE4A!qHRuz?s+bvT;()?GE9Fs&=rs}|$rZfvSTwy) zI=rF2CeiW@n)YgRgbkHx$nyz)>1mqX2K1hhd|u{w7o#z@^<3Q|#-cZL5pfgoz-IOh zy|2Htzy9LWjY`B?b_d=qhtP_uaq9L$x1rXnXk)4Adf(DXCp+<4WR$CVCPzEH(Vp*) zyDQ5lJcx!oAf54udRrYi#nm0!VGbV*Km$xX6yKl`hoPGj=Sxob$Fdq3YkGWpx8fLg zYC<+$1vMmBaD@s6=Qn^Pm0TGRrE+>{iTmA2-L8yIV1G+ndrhQiW)kanzHnN|gUtwt zu;kNRzrKwc`m04>S3%MWz=;bY_ah{>dTk{Hbu5mUM>j3`x0E5S@>>HceqCW|Yx}eH^g=(B$$m4RjYy zV><7pu6e?LJzjIZ29#%#iqXQhquSaXLL}TPyI!j~f*kPbZuVB=s+&KpLvWK&?BRlJ z-2)z^5S-IdM>)4NPDFF8-4RNiWVOuR-Bpo`VLl&nHIgZbG$20+|eCHPH`S|XgJh5{4N@@ zXEIIL7k;@G5`ETNPFkNmk+F+cb&Rk5m< z04q`JS7r9ZmE_K+3`fVJ;GVKPRiSv-2^u9a-|I~V>V2TWyjzCsNDJ4xHHlT6<41>zi%M03sOZes z1A<<;qOIGu=v3Zv09KmF-+)oGx#4*oZ-%mAp#Hnpj%BLq6a0L(oARx_UL~LfWwSXO z-`Ab)p1jO?Fy`S12PFDeP1Oo>wD*iCJ9R#Wj(9K(K{vAfvp%5kgwd4V2q)Tb-5h z1$BTnw?;ex!=u^x?SlWI3HU0Sz=;@ z(XdBOFq38gKp(iQ+}EK3a&b8FH&g$QjNsGL=?=oTP_cCJ+l5ggBx0aYc}ZI;UbI~i zQ1#01u=PGIkXS=#ja(yF$j#yEbL7o{J|axaiBl-DM37%-2UG&ysx>^Gv_R zb;NydSRm9K-X|D{R@>_NsBM|t|8e5=wjzRv0DZ>o{u_$CHJNVH8)zV>L9X^vGbC2p-D#!Ilrz!Defj8+NxpJfF<0BdxW8b#A4OBRHf8Kqb&DI@Kt(UsK=#%F`jKWH zvSUGSD1D?-lKqhm7H@@wss+YmB6Y{M?6TaoOeEE7#0m5hzF2>Y%S5;j&eQY#IJhJdbVu44$Prwoda;yI{x{wkm`?{mK*DeVvql<$no2#Rif82u+uW z%}JVb$t6{*5A;6V1=9uD7SHX_YnsO~Vk9pX-F_>3q{M*MkmiNsDSO+jpC>OJTRcIt zeSF*LH@RX_-D-^PP0h$gn1-BOumr%;#TdwJ>$;c7+GdNcPVl|vC-FJsJ*SOC@>0-U zzF2x9&{RUwp^g7>WIR^<9=G^uqbqa|)jxx3OjCNSw_HU@U(H#uIRcN%rA2PTg>yv| zr3f?!W>r^2SIU^PjybHn3**0pvO5W1ES(0{+Hf^_+Z>ANQI<%W}P{M%LE=nTe3Qk^!=n@A6PhGJ9V?dn0dG`t05Pd?3 zWbI=Rtm`Y7sG0#_hq4B7qdb=)*mCoAy}!B3Ti!`F!9T^~P7^v3PUbS-9HHoYQ>qi{{vUvg;t z+HJY>7kD4!peSHo{dHu3039Sr=umK8zRgX0rSm%iMS>yZt4vRI3?pb_)j<|A zdSiQEsAz2k<&ZsCY8h*?X@^Rk5~?C|8ls^~p6Gu6tOkmG{))n4`#PFmsIpa~WJ&4c zVDRs<%speoF6Nq>-8C27z*|Q9wvHrJ8iU|U&*=qK8@ia%leIRx|MjV`LA)ClC}L~z zPr8>`*gLl@zLW0r+$`n`#__0JL^S(E;pj}`F!YJ5O$RYee@_TJ7a3h`|Ii$%51m zj0UjV&oIZiXb~VtJ7F8`Tr(AP*E)+UI1{3-WX|qum95*RPmxMJ|E6@b;RdWCU2+;umw4b$fZ;nt4!Phq#%aUoWS@iAvvjE|=?#Tn{RjeWd z13|hFd7c^|(IejKa$1_^F4X9CDU+Kge;6%z=$!3*1-rbqP=}chM9vUe#+O}TIeY4O=q06pa zuHE>t-#TBd61h}}pDkYm(#F>H)G*+vPWQ%5bpZ*M>ZYWKlYb9YxIo&CT$pM#1D?n| zo^$Ef%A1f3bK*RPH$)S4HMpG@z{V{h5BRqQ34)U*Bl%G3D3@7)z z=-ie?io*pJ=|=FIATFZy{nBSl>RW^ay$3!f>c{(A8eWXc%&;{~~AcqZC zzh;I~#~*->yJ?Y%9K@!PIt+SsX67nuo!zveF_a|MZ(^*SYR&4U;gU7A_R+YIXw+?K zcpuT~XmQk-D8w28SCBO>LbXJjC|1e!GDBM{p+pbBk6$ws0-{bD0W;K4j(V8sWb-A z{dDE#8tonfd1p(a5NZwo?&8yyD*&;!g-xf%1xJsO_?YfAZDkVBVL~Qzou>Evt_U>= zEZh~_i|QTkfpbW~JkT`NKEkYKBsCO01$fP$oJ95@fqODvc|W{5a8Q(@%V z4TmYp#QLdUl~M9AHLo>w>6<6#&oMe2_)^9+E8R$j@4t{UbhGCh8jGCmY>q^(x*2`E zTO@jAcS){luYdv#Sz|#kM84S!5*Ny6;J32Lu*?my%JuH54lc(9?td@K^E;UL$IpUr z;s2uk7}Yt3Yn@Z9leSoei*}2i%6e3Mf7}r=vP@W|sN)yc&I#X#f3O-fZ9M$N22{Zm z0APia(nezd;{{srmn>>BXIihq%AI|DnCutxelYs`-KB5sPx{Kd*N2|-vV^?gderwj z+QdCl?=+(B)E|Fe2KzZ;e^7RLRngLRLI?w2RpaBC>&y17O0V^3J6&;Yp7zCClJ9Xa zAhX(B#L8bUXH-m4@k&-y3U}{pZj#Lj(%4` zjpI;7=%VDAH_X@*?4e0^n-8dL6AA6)?#TES5V0A2UWVz>unt<42T^u<8qf^_QAk?I zu7~dGIiFOaIvjt^cPqFuRHR;2_09@|Y`A~iOK3Z;-8PWP_C5Wg-n3kzr?%`KQ~>bQ zK@L(hyfv*8@Px95ddn*xAHA%v65@k#?A5C#d;|!{y!X>#2}hZ!!u0x$)G1!9z7Ys% zHabE`Z>A0Hm_6Zcs1~JiOoM`rdL%*7MC>(>?T#-ImHQq(J-KS19$uw@O*Xx4CH?Yx z!Yd+oUu06D5A}XVUo8MBJShHu0o8X^d0z1))QhkDf1z8?=N3Ug5i2*UNMRSmZAD*v zLP{rGtbZoIZD8@;nA%{E(lEX$?UpkUW9cBpm`6|9n?hET{(P~OF-~)q`SCBdnwY=S zfi&z9UXRIU1&fZUBTy1ZuW181*UM1MGvE|aEngvC$;KT5>}!chrv=xs++}Q!c&jQF zyawq5C6)r|lbyDG6RV9=#hktqP)WSH(pw6*zMGl=T2|008dB?3YpaM~`~boG3dSHl zJ-3Bqx>uvy|Dcojht5e<(`-|ZQG%k=N3%qkvZ7-hj7)ZwgSR5gh6-49s!5YS_O2By)>w7S8a5ZG3=@YfRF1o);e8QmdYiQhL6Z? zCK2{X5=Ze7R^>@KCa6=cZDp`EXT+OE3R&OO%fvA8Xu>Ta@>l#ORDuPV@RCBf-_$Mo zCg-9Rj}u@gc`_*u$IeUqzLq73zwNl$XqbOMVu%=Z``&x|eS|{*00}k$06{11T^9d~ zf*c&=yB+~y>bR@y_h|+z`F{1y=hLa7AtQ~v+G_9N&CElN|JirC0Xn%n+?itAVJxVd z!3JSKmqcDlA>((urht(uu6<2cEHq!NoFCo|t2wlR3V@Youb_Flc=!6Eu$*j1e>Sbq zcU?Uo{7@=-Rkro zk5GxfWK1Wyd=*T~R5YSC36$RPSM65q13y1v;3KhAP~2|1eNqPo0GzqFL+}`+>hRuH zVCSN9Jfz8SBIs!tOL09Qx`(Yqo$Fc4`uuINSw5p*u1A6~pPZ?0GC7B`b*&dYKa@fu zl|5^tP09l00PW7RsiNPEHN(f(`;VxxGN=9jYE)yVaQfL)*))OA2|8Q}gS@A@RbJcn z{wQ<)-SGpNn@_8;?knOrSH==l23f27haZLIq2P^{f&NAd?7xJY;&;on#m6?>+1JmJ z@T8CSlq;DY)ed5r0XZwa(ABi5D>(SE5GQC<~m(njV3S2 zVfXz*Rrx&r;&vIJHaspjoCN+yu!f`>D`md)@DF^VO*hNZ2f3q_og=8%X8kau3xg;Y zbvk028+5&jn5k~VIQ*FnJ4=g6qDq07%FrtvKahR?94=9q=33H09XlhpTucAK-5r#M z4T3ny&!8@AM53vUdr1i(xjaI8xm%_02?`Rs_udzZm5qkZFH9?WV4sR%$$=%SXy~q= z+|WgMfAEsOoJuB-_4CPF6VeyiG^W`68Edb&UN5*vii+*;AL_5E&S)Y%N5D*vB z*+HGuQ^-aYSy5y+-^6#YnLTIb1=U<3h0Zeh!ss1<5??`+GM^=U5hlkakxMGz!I*zo zB6*R#m|n0z^Ty1U)HNicpEirrHg)JXQRk1P6eu8uGEJi+A!HEykPMVX0c=t1;DdAy zX=S+Z+o*W=Fyz(Kd4W2Q1N8pgmbqGpf;sFEV3u;e1;bHF`;mK^ zUQ1}u6$IFs0R4=pN+gcNOGi@;sDukXY;~|GB^cs>w^ZhOVH3PjbF3x8F;#*1D|!p2 zuza$Wh<1@ClamwpM%1zI;5Jr2e>ty7RWjtcuU85a;83dJ!IsAs9H z@=PpWRF4_ZN*K@*y8(GG_QYR~;xNY+Ktn^tpmvqZh2nQe^!l2q15*`5c{88 z5K{>HUbd&WL!w8Xdphx*1HB(Cn|3Kb?3W=Ng81Qakrblo>TAme`(!Sc4SWcPIGO|4 z0_DPiA+;Cy$0jQD_k4-Ix?!l=kmF(*fM(RayI5S6u8Gp>!t{}Hby?M(i_e(J;7Dpf z|K!W)sm~jyn?ed7kyV7gAJeuFS$PiI1O<*pxHqCPzQ>cH+G3DE1fuCo|6$6zX0v=( zJB(w2AVeTO`af)y@)tKF_N#m*Q$2gfMS;O+4{_L(r;R@c+vzfh*JZ-ZyXic!GHIGI(}k24r$U!|tLeWlsDKMG=^1|Ero( zfeCHIiJGt)qL#&~1M^2i`6Eni@L~XyQ!&64WIo(CsJ|eKvl#4tuTar1`|mbrRr&{2 zYW40TR@y02;9-Er2J`G9e5?-9CskSQw)6Jf5Y~7m3Ll2fyOgfdl&Ty<$QQEt)QWW; zR04N;chLm@&1fOuTia7@=I)9h*DO)2pT1Z5i%Cnn10yVM(9dKr^!`nD?*hfZwH)Kk zWLXBcM}9}WOy^)EVzHkv@7_XhWv7s3N8H0owB|NX!x&7K2fhu^$}1uA(8JaWI!m$V z_Xf)r+S&S}E+lf)FU`z}N$_QyKnjyu5DoL<&P*6`ud7g?GgJP4K z`gZFL%rp&dQqO9SEXEm-d%SsDoYl-<_d?jF3oLcCF)G#n{rdk))FNF!qNd3P*RF(9 zswd9AX;-Oz;`DY5GoNV32K+NWxBedXwI{NgFet)Nl^$&?Yx|@1_#)|@eNcnrWT0E} zG2861aHDzPcXWM1o^D~k^kQ4$0bp8J(FA<Id)n_e;`h*?>32Dk>2gx1Do^iB&Vd4MFG8@) z2_ZFln!(2_yDooD+mz1!t7%Kvp}EDRyZgVpLdpkGTXQFp6YCfQ-#(lCQ zR+QEM;SQwc><0PK&_NRdBQzqX@+Us)CdZeXaPM7V&8i?C8@qPG)WCy{X*bY^5<5BE zm9ruR%Xp@e_j($AR%AtFmV1h?)rwM-_FvTfvP$bghnH!B@O!ovq0*FbK!MU@qm`{< zyXiyw5|ce}h#Nt8nTyZMn1vMncw7xZ79#<*{%0_wt#jvQG3W^u{0Vp*pi7u$M}=oC z-he7Ju^}Ljdz|O&5A@Yp!7JO*gGXVRGwn9D1y<6;E7I+!o0fMp`-g8m3u4D>-@m(Y zGN+>o0(+$(@oQBU1m^{0c2=O58KqL`%ji(f9|N zW+Xv>u@wEmtpETDP5}T_C+%Gu|Bkn42kah>Y>vIExvh&@jp$xMUdjNK)9mKx8FCcV zhH95FQ`nN$b1)qjC&@NASlaZ~Yp*h69HUdbF1*!o_pBBJQ3RQkUd?}(lq7X#a>zm~ z2d^VJphkN|7!kHDcz~a-UOi4{U!oe^h{rdw;2NONY5!~Wj&DNrQ^B8*u2q;5^TL-l zX-5}x9ij9-HhXgC7v)M|^rPzO_6{2a**T1hB>0kFE{H)Y!Zvt#?HHk?Se;SpNC836veD32Iu# zvItPh{L-G(+PrB;xb_!9^t?2o8djZWc7l4#y7ZE%lx%q&#iJ+pqLi{r`tv< zu{yYAAv_|-jAJzks`>G;4ebU(?WZ$+JJ{c>3C>WD$FgOtd}b_egH}JS!r|xI+fk#Z zVGV2}`A-%S>nD1f{&>xGT+Uy(`_F8ozZknzR6_oM~d7TI{MG%!Pv#Ld_^*gPB^A)@g3fOdK~2I-&(jSk+ys zV5Byz3FSR@Zqu#POGpGyN2@XCq}<#elR5*L0dsHtFFaJROVclALNf+H1m-zf{ zbsgJ|I&5N%jPPntGOd`nMX1D|(+FSQB5EOBjCQ~Mlc}b z=TiDwzl7<$?Kf07tpXaaLqB*(Y*8fK6&5_30EE63N?>31IN%pC8yt65c_r=CyskT5 zcI)1T8%o-9SGzF(cgBf8Sc4MX?k|JYL#&~FV$>m_tuHfYJ(Zv?LhJ%lduHx#8S&ME zCIWl6ji--oOA6J^MkXcjc|?jCvV_0!DfSHIq{B29+tPl$nv?fG;Fvlg{|y|wRf@PC zcnMYHxr={FNmOv-o$1TA?*_zaMlgdZ2}eu`6f|f0)eudN@w8U>NlyKmEO>}OIG-yP zG+Q-H)Y~i{+7*`e^y&LZD>@?(yl6%S+uqhxP)`WLr52ff#+m;W`dK3*)8fK z;OBy@U)55adu8BJ*u~zG_};QVTkFoxZK!B^-Vj5Jsw%*MnN%N#bHPl>>EI$JoFKI$DVHVqx;;B59pUt+Ey@{hkL5C5 zM=w-F1FAA>Xc*oG?$){(WBqV@>cuEtQNMequF!jB7w8=m#S!XAaHG_Ii%j#Xf`G5?TD8p*6dovi&+ra11x`o-&6qUZC2*M zyo!%*j~~+U$B)M>?6!F-Ob|rjJ6M>#FXJD&x;<@_4``4%j8xzAHOqn;NmnKcy}Lc6YOsv#f!<}TS+H6-C2uJm;m7YbR4u|&t8~&me!$^&P8U{ih2lW zv9dT(58r7TafJlS;YxvM($3RwslGx?K>Vnag4n%dFwiXMLSs+Q(q6@so^%I)VU?LQ zlI;H8(#j}bUW&1IR{I6oh-!I}Hcx_TwlaQIj8dIU&U<}GUiy3f_{OG_H}2G*m`i8N3h1sF6I-j)Be2+76>V?^H%+_YQ8oEcvf|ja$v0HneMy%^4?=1=_)RIu=RQj zYB(XadCRt_xSQ50*UOdzZ%NbO)o@rM45E}b8GA~Om@KP9szR(+@z9x_Etd~f#$hzU zCkBnI1ZRXwnjzsT9z(0V(gy>t@z9@q$cjS_Q)vY!vpG2l7+?sdURKK>TtZcof*Ag^ zxVGgeezidLUc%3S#deWYQBv@MK9JVR$u-nYks60S^ zh5tSxyt+6os}Cs`bT9Q*RISK_>tHoHN05E%JH}yRUgz1XeHy~R1u29kq|uIc5lj)Y ze@8_SOrWct{%IHvX)j>hoC7$zKFs-hfU14uaQGNGK%+7~Y6ceL#Zqikqo)5@q9z31 z5%(`zg8Fl6NOg^3^<~4ve@!7PuG>Yx1}8sch5mpWgI;q+@$>0Ji)h?Q3&rn=BzXBX?757;UWY{2 zb6+!@lQ#pkC!)fOn^j z@;@+*n_3aq-ET>Ge#gCDQiA^56}rSvr_cP(bMo3hmWD*Sfg7~%k3!Tx>q_-3Gu~D} z5MpoS1`S{QLL(91YDTwJ7)_vgyB9Pz^u$hqvPv)p(m{KQoAWMgqTW6z@_SywIh&6IPH+*GXNv{HiEmYMnV?S?URiI$?6(TGj4W_Dr1$C$2T{n z_RsekWV>CzjDN-_x@OS|7nbQ}zT0y*^*{##6-9PW?Zug%CklsU5sSOOD$JD&Q=iWD zjcRtS6V)dB7pY=A_|Wc`+E9`uYt7woQ1IV~8?5 z;X3s?4u;YDL`NVRtS5zj5qtNC!z}k7Jew)lm|0*xzb`_p0lJvuBB~>s0r?eDW3ct8{l)Z-lHC7H7F3w zAbMUe_5)SLoo3B!=vM5ct$+lyghKAz5Yf{7DcZy;@XnWchRFItVceI|C7}MkB@bwj zlZF5TkHm2&@$h!(=Qo(HOn_^I?E!tIjRfpQ?g-mNuD) zv1muXqnUq=nm3iFbdO`c1B?97-xLz7mho>UF?^`;(`%6`+oYyjg^ah2!B8TkwD@gU zc4nZ&)uou$3pscx_}=HhIhCY>u0|3r?|PyKId13+6BM_9l&i6zmjp=}MM#qfMEkEB zb@ziNj92_G)#Qde&}BT?sn|rEpSkWGJ3K%7y66&QW{o*zOyGXtFNXZJduAND|IJp; zOxP)DbDb^mt@b6$AA2I@ierOpsdW=cfQ#2(2`oR<+3j^^XpWay%_tX|{*h3vbN z#p80qWuonU5BC=H(w09mi{V-!ldOqs4V%U+ym>XIT6s)yj|#R77N?s;6dF`x*%76?WjM8wemEUA z^<^z?1R~JbZD=3%Ge-|eB@4a6ysTo8Lj8)Am64$K$Z{DKV2&_@^21C^^XVZ36-mE)tFjcA*`RyH`zQq>b@CG)7ET2L*w zMV}Eek6*3yH?u|-&BF>G@EzgwW`~maqY$Y( zYVmFWxsDpzm(fKs)JGaC)i`g*aZT!4w)Xj;>UdQ_J4rmZg?;Hgh*D1VZL1WKcGyc* z%L{NL_HjU+26TE#Lz@@F7Hg@x(}`vG>oRrPO4-R@Nty@wY2s(Y#cqX`7RS%>r+`$= z)ZHhejxgTHDRf?!%W}IYPKn784&4&wlviyWw4XDFe!-Z-0-i{T6o7^2)NJ}40TZ?DbYELSxdP}6E za@n4Gw7 zM;V^fsGqYvwp=Xqv8=27lnZd=?a{J;Y;j|55o){_C zaKB~Lkj?wAGbr;2-27-6^rvk$c%6vt{*iS*Yhge1RZ8yUaG`Z5Agk2HV)>_xF3wxOI+x!Nqlf#9Bj)_qYBq!!c_Wpsw^_j!#PNJB?M|>7|iAq08L0MChH7PcyUh zX#KpGB;Acp&q%9M*y4whUm=w761=8DDD5#=Psl60*y;&Gx-X>!U{5Rzp~F@KY{^ME!Qe5<(%dCZ_M6>OdU9)dxv@2(C?v)k{I9fwUTEX zY%Yh9ji>2U{ zR|cl!_#O*RY+H zz$rcS%_>$4R3i{vjAhxxW{`luZcPP9X4;oMnFB_(IzA4T`*91W{CRKNFD4${QEYQm z1iejN**w0k{xYJ)v|{A#6l?4uP~Oce>liajpc9kf)#=H3SPkk;=xWFx zOVp8I=Lh+eO$Wc*UJJ*tF*Uya>;*6yLmz^t0tvEw@;pMK{iEAMyL@2n(ou|%9tOz+ zp)teyyfbem$?6K1E*cwMRkbGb$gR3~)H7#d=K!qbk_3s<2+#0%aF8l(dzuGcJ#mlf9DZ&H|!XbtIwoR)+3(8@S!HSn*pKq1?pG;Y9O`J-w&Ve$DU4=+)vKfT$j=bDrSoY5H2P5gj@BAWx2QD(vFJ*5e z(u2X)l2My`)D6Np@%eHJRSO*hY}@lyILYuJ1r)oP=M1f+^U2&P6**!4F$D+^6qCEd z{xP5lfXYXCCZ>#bnDCy1k-GId>)q8(k3{2N;eokwW^uc>!wV+q{plO6FRN1tRmD^)4j?FIOTyg;Tx+e2a%Y%zcE2jDXf-;T%ij_g?fCA}lj90%( zR~M>f;YOKJPgG`vKHQDRzY%*1y8}hQvK$({1fNGxMe6B3gM3?4L6XQk zoZ$FeQ6s?y?w$8+{+0$bt6F=L6h}wB9~MKNt1W@v%smVbf69}I#bx$lh*!RMa>WR6ddW=Q zWv5YgKjaSM`mE%hF*=B)!?1RrA6(q=fb<^s{{+6X*kpp2FJ{{UTA2U<0U!aNw`xIK z{{RH{55{lESxC9y07NQHgvj_Bs&ibEz4LCPRwO{ntOuRGs!O~=~lkr9>J$`J(Qb!l!Q*;5Z%Z#{wNPoMDJbH<=U5kCb(Oq1F9QrRujV<`P z38>q`D;Gwwi(Vw?=k264P;`?G_W3*eWayB5iM3bcPwYV_D6~Ds3M9<<`#4ck(i|$r z%-qMHe{XJ1pyt^VGkRqaQr09o@QSwTHw8|T&uI85mA-aUk*ttXu z*0@PiO`bYw%b^d~>`0r-B`@DBV;cYf3&jBeLVn$;1#cKzysF>;&lR#C%?IAQS1W>k z%d>r-L(_&gqW~>Xp0FN-CZ4%VTdO4pMZ6w$`A7j!Nq})gmLJS*@3@CSK}l=@z)bi+ z(HtmCEKS|qJX$Opk2o3csOWdn^GGjxxda(!g~*Y7=LcSV!Sc2D>ek&2I8PWcI4LCi z;HXR_*Jh}`OGD459}%X-5K|W^5n*}oXL5HgVKn;lFYSju;!Tq zads}Hb}N@C3WF)rWVgw742^UBil#&g)5v5CgeYZaDkUyd%hW23*;jVFyKsW9h@rw} zX?W4OX4$qgqk-?wg_58j&+lA*SmSY1{TjJZch-odWER>SoK63Lagt;K`yFKn5mif>GPoLTq(c*&PR&03&x5PsoXkD!fgKzyiDbEipB zBBt|NN*GZHt9e7!87 zdBad4QbDU`P%}UGA@R2Y$&sX>Q0mNqiBryL7@A9r3TsF8O$^X!&olm?p3@gxq~%8b z_}P32$C)H=+LSMW%NU3&;45@Pe_k}caLDW*KsFLA*F2?*!EQqswGU4>8#DWk@J1rQ z*QJ_Ue%3x`;xOZTS2>krC}e>|l~Rm$QtP1qFU2Q}1~jnINlEpd{`PVl)(Z|d6@vEU z&WUJAG2YkOpa4r?*-H!Bp`K<9{^+I2X;hS=^@gN~jrA?(^2GioQi5-xACSA1(S6Ury2yYOg^aLsw4V4KAL2gnYq=3TH(C;s zy8B+&Gq})^zsS@t=Kr2&g;x2|0cms9E-=Jlh{lMN(*sqTQcP%*bWn{Z2d=VSQdc`J z61qP|>k|F2iYT6ayA%;n6^tTa>O9%7h*HcQ zvdNyFQ6SWxx>(MJp6LVLO7iC0p|ddvm~cijIJ8?mYwm@xN+_2!tN?+JTING226?6Yl9>FJ~A&}&NcQ#ICuwfq^8SiimP`0#W*ZE6ilX z3FJ4Ns1w{9<-HW47xL+o4m|Ob5d+R+op9;~a_D>?TcKDMKVg)mgx0pUe+P?%vb63i zB3_drH&M*nws1pmeDPC`pZB;gu3q#Fb1eMHkH5VI6w&Bp{|a6TfoMe_%>M5eoQc6k z$*Mrjsyl98^RHrd7My&>+V@C~viSW|iPUIeUQLQ?F)OT`ajr zKvcr_WtOn;7$xPu3KkkXyQMRw%-U_EVb=qZ>o*y?W$pT}Ra*N+!fi;iYPc6IIP`qz zUzm_q;RWB3_3#;P1vt40fheIdknzxjdhMnvlU^`EP*dWQvMADHVoqogws8`m;mF@w zIeFg)1lkpg$prs-O6L;VTsLGoKKQ^n* z$b$hF1@f9I)-^Abv{p4Ev^9ESwIEla(-?(VM^<{?=L1Nzp> zVYu*X9H?Zz`7Idi$uC6Rv7t_Kx>bh+5kK%=1^`F{>->vg5@Dz{f`LyNZYJ+q9dWUM zh)rK9#GZJ_2%6hL2)FQ$%@7Xu$9QszZ&5}jrl{bQn%$3R)5;&EGeDQ#GDRL`qI z9_dsbrC6f5e}A*VFT?Ppi}nM^Xf}8|eM+|x_?ROMp1R@Z69=f502tC7hoa_ld{!|( zOXf)V`6^ySdD1WLV#`$Mmqq9Xa8f0wO+TU_1U8W;ybZ?rQekoblY!69lD~>@>n6RC zs@Mj^Oc1PjmO!{krUdO6k`_IDr-n{s>G@LPO}LIjCXNM~lUrlKvcSKoGKw;C$tHfN zjIT6vk-@yRXnTg5cMq`@;0ACiSVV(~TCfKvV3H92TPHLFpcV~jZz!6gW=>@SJ(ZJ- z&6lkt#HKNsviF8cjjZyOjE>yHvJ08WgXMrhtnH&Xcs2bqIk@gFAX6xeE>^k)Tw9ko zLaG9ChGkV1N&fd1leS{_^$sP3#P@QTSTC^ZlqWSgL%V#jEjPkeLlve~Qfm%jZfNjx zcF1&#9)Mh=O?2l#qSd(lo=&5b@e73M=5ULwGhnS^}^sT8RzH(e)k1!s+c(8V@J8aVJbPUEoTV? zH+H6JFZ~o5_X2cXI0rrN^BBh~;`YlUivrm*IMl6y5oRI(P~X#cn}8d!aN;R&*SxX- z-~@Gb8IRNI&cSe?Qwtgi3)}cy(0rthz!Pr@PnupFX#OStSS3<{OyV0sR2-}5VNfry z={s}97K8pxxv|I5Fl=R)U2aES<4_R~){D~=xfA%?)JebEQzbT$BDOTDN)dxqB|Zs+ z8iQsWv!XB%Jv;yA}VCzX$8_QNxsnP7JRbgc{Q__ypQC@+51C1reP zf?-O zMF|wd|$ED-Z zX)>ifiK3-l0@T+iL<0-JsX zc8`iH@$H7pn@(3&&9?r|(BqF-OI>Gi!WVtu3(lc+FUZdy5T4ccwo-Y(J@)@`I$ z=oC`bAIfGa0x?3bQfiKkJUGV$HKR{5G80fuxkPuo+J(pnL4sBFL&qma608d^EB0JvJQ`@hexvJo5vUw}6q$+OH#kV$rEmTB zhtq2HNyBgm(Px%jzs08RfRn9#+R(Xj|oTR+&-gc2Ax}n(8&%I-CF3 zZwF^?9Wof#Q=?=s-DCE|9}kYMz|?E^(q2)vYW;;i*q2c^Gn1{`t42}VP*n_YFMVHW zl23gWtV#LaC5;q|Th$JNgC(wMN@4Gv zAMyZ3n<1sNKc+x+=4^+=ZRutd!*GS>3W%$@MVHngkqn3~`)?_o@Zg|-l<@rF%se&N z^cc(OP4!!lDq?D{WxWx;Iv#;+*k0fORjlI;M`;RQVHBSj3D$y>r<}b#OkcRrYHln` zRY&n_=Fn{@WsZr?jtDc6>-rkc`Ho;cIZl<02vpreTN{Qt;*FbxkBaP+5f=Ck=3mRw zBZO4$bod4^bZLdOfH{bo~!ym}GrqFc-F4>^y?OfYRM^M(&4p-M%oq!qO)v~n*Woh#;Aj9P&!RvJGBWoU zdcW#6cpT}^l`5kzGN%hZ%J&`o z@kv1v|H}o9GHzI5yS?55Gtp)pc4Uzv1sML;IP0+~Fd!|cuSp&Wj;bi1-cqrvyV5knAs|*4Fe&40Vs}2Bi1`GZ9$4H! z$u1P@&fN6Gr9sfV*$lYzuQBXhigao+X zob2TxIM$9zSo1xbpVo!UGRXHKliJ)D;n&Y09GdLrWV$LrqK#daJn%0ZqSk!f?<#P! z2fXzikB|K)-7xt>AmcFax;-_`%rSRa8Gt>J`ZXjmAaex%(%I3YJ&DS*nH5|WX)wsn%O6C>BSv4Rz2EK0#m7jHe zR>&^q{YcLb5PCODOpm~rz=n~H#4T4lHbi%V8Z`brj^W-lt&0j?wf(yQTR^10ez{xQ z0X#{OWKt%XiVzi70pdYQZ6pFNiRQc3IazXXoT~6NB}dJg45)T1NgX8<+0}StH6TCfzOVAY}pHl%hfmF{EUWYSSSxxfLZW$_WF5!ev#a zeRq)|z=GBFmrl;31%CJe2-L!z#poqO2><{HPXPcyC+*sn|BKu8)o(tsQq3tc98HN` zIih9PNHT=N$gsLXs}Vq_a&i!S-|jH8;Y2-hiJkuDJafAk@7K7VMrTcfS9k%@Are^7 zjQ|(jdh>i6W9O=&VG=sW))drvQ@$mth60X3GDOG8f}65` zX2p&_Gi47!kqo~@sS=p3`}AUbv8Qrn&tk_HTDec?jobz&QPS(o=bp0yNdwM7AnnbF zvuB4JkS#bxHHl~o(Ps^H{tbO~$Z==+=Awx|iMEL!mIa2BfHN(lb`tQP)_1IAhCyyo zqV5-~IcX89q1Hc=k45ZSdME)5DSSdI_yz=69X`yf_qWXnPdz0>r#q`OR$Gbt?IT^R zA==^qtxJe*szh@>rGR0+&cOrdG!e`@^}$&)xTi@9^{VqQYZhv#ANBr)cCga8(HDmT z6ntla^3goa&+SBv3z&p+hfre8;omQqa56=U_w{xZ?}D)w$(yAeJ($i1)DdPdQ9W`4 zmob^AjZRMGwgWB<+sOzVcXd+K^8A5w+@mK9WIx4LX$7$HNj`(}U`cYC8?RxsTYLWM zr@(+djHjMR!b{wN1w^y2YwQ2CTLOnirwEeE)=DEob{_rVn(LId4)hjId97F1sKZ*dX@jUYF$ z1P;}SOO}`B9&{6Zf2;8FU z?)@w}+ONnzcPZ{bd&g6H&{Mgi4%Is??s3&CH~AUjhy-k^u&>ZkgB_WsbUBa9NgBH+ z$)PGhur`(EViPhMD395Kr~gB@v<5WJGpvjWO}4On3^dJaI|`O-4_qvdptlBKC|kVA z76Rt_G&WC?&@a%DqbL`Y%mO!aG^hgDgXQ0R5`x07xnn$o(U2gu3}EN!^Ke+?d|%&< z`Bpx+3J97Z|Cl<@BiexOn^_Uwk9#F)8cbgfvKQS9&itS;Xpknjr3Pkm<+ZRZajTgV zhhql~!il3lJI)q3pa%>hL)qnUr5RW`3Y>$Wk7nhTWuQ@)-qo-QhyguXs3gBD4}L6d zk;YX4siW+~wN9+mq7EW)-mSX?DWSE+COeoX?Lf7VlV5fTQ(DMZ&t6 z?U~%LvJv0uY2!bMu;m_M6|g!+-Ubk2l>S0|ADN3+22eo-It$&kIee@U_s!&k*Y zC+7-JMy!n?%E_aTFMrU&67ZA-{|ey9=`$Wzhyw8rz*gKQDtSkLy>Z_HXYPsyRG9)p zJJ>!cu_NK=s`2ilxB&=JT$5gX*RpCKz1$=?9L^ACL$@WIU#X0&B*h*zDjeQ_#-ouY&225-@DPw; z5m#W&`U>U0aauS0rOB225MrN3>}@8XgR%@A|p7BU%bp zkCaho_#tF%qQa?Psg3nIr-K;%&UDy85oF_XXgF^uvRa>cGbRy)S9xkjsB4+h*|m_? zWo{!V!JvI+oxa-C@jzlWJYm9XZvxfj=br1skIfJPcElfmfB#xhLhSc1r^DekQ<6a; zS)FqS_1}v-vc_jl7S)b*sy%lyqDLfnX=l4Q*=)!XfR4ljc`dKs8_#cD-pTmt%fq4d zs9g8jjNPZ{?vR+8`BOAAMU@3A~g6EkZL=2n83EtZoAu{Jaqa3l%+7Eprl{ z2*s3#uf*ZXLE_)MkF#J8WhlE<{qe#ltJc-sql*)SJrzbAkVy91p`g#lTw1mbE6C<4 zV`MQt#U|D_C^BP*!Rs&4YLW3Avx{~Cr2-#vtCIgUI8C#o87WU6HWn$Su~djdv|{{| z2;tkd@!W#lU&R)xuh$g|#0o|ujs!zHNJ8#sVcE_o0zi+*rGr5mp;YEm8HYZ$wg)Wf z!(~9&d&_M5%lGHQJ?inNS(lm8Q@(72W6ziC7Pa9pYS6y=Y6zH~ms-R14`XlQg=E%3kZ+w!1INvCR z|2}vFtEVS__?pE@*VT)%Clb>L`N2~V0Np&>IipxI3@1-36N2r4_NQ_wPhS;p(6%}W zJyStpj6l*nu{B8B)-NYtRZOnN3!a0$jZp%0TGN6W^j5S7O)9Zbv%8m(r)BLmWIufS z#ilQQqw+fMgp!WYpxwM#QDXQ%x$&DJGM_I7ZynoQ^R0}baI2y)SNsRPMBp zt=DQ*?9E1rr#|}^ATX%5RwsATSYGGB000Uj0RUAe?b@6Fjz}zso@)4oo4WgVoorT? z$*C!e7i^hcbkP%-%sE?DJW$mcc)dd-$G9~72jur#4u9fVH_e3l=thnEna3bW=G75$ zG5$JA;Pa73<_<*o)5mO{poH!Va*gSF@k9Oq84v99wF!hs<*ml5t=(nh^u_$zxMG5k zAKF@FHMJjm>p!lkCJ!)^^R7?M4PYknk-l`ZZt&>0(p=F@9G%&`_~Qv6vq9nu_S=w$ zTMIemc*lR)>uvfwvC4uZH>P3LZ=vW*Ij0%-PO6}+qu0|A5V`CJX_q(DO)#mm7s1q2 zG#$eaIcqee0;V~8#QsOHL*SuGBj|M%7Px`FN!Y}1qC1_qi9xkQjS?^D#`*3B%mSc*zok?epuo>GkqANB`-tZeRfEoc3&6I)BgV#)!wuhAf(G!svXo&&QARPDs-|9LP(Fj7S8 z=i-r~1Apz>3|WB>=Y{s{JZ_m4Rnt1XvD7o<-4N*HzL{5J<5FhkjL*`%zBXDWBTV(g z)EfLD>Om7Du?@P&L>XhrfcY%I`4E(yV8O(nm36MVG%r8A8aY#=bLWSpo)r;MXaTle zD*rr$T84G8QY9%n*sFQljrm4Ae$|j~texk5%?>%3w0D98fYgMbpU4H^L}^~2QSYDyAanf!F#^+y=hr4ae|a=0yf6E< z1jHtRxH25O7V%seJ@K}tk2!&~jKv8yHGz=Evh4g`p2WYC!?M6{s60DHK#yJqlj!8$ zdq=)}K;*rfI1kci~c{-+JuSE^l#}Ywvl+r@b??6ric@*Yfw&D%0YE z6MWL@?f9Z-mR1EXg_U*PkxZ0D0tGL1th63&lpHWqYy0!6h(bH3PZqk%o`o*SMkY56 z607arVQxzcu*26d{uuO0AJCyAIu|O)k4x*>pQK_8l zy=>RZ%9tv<@ITTUB~HL9gaV;7K8`oie_{*X@b$sH6%eDoTSDYuP^iYM(*S^V^Xz82 zhaF74a8hNfXAKKFI1>6&Ps4YV8T2<1_%4NV5^$mJ&reR#WYF);;gp}|8aUkbJI;kDK?9WO?Og|g_y)9ocYV6h5zQs(?f%QE5FE)|3X>hxJcg-#hUgekcG-m zkUw8$=7ohmz};;`O96U;k(=WoWj^+>-8JY}sZf=dAP%|Hn~GXmcOUhf?f_+XK>O&n zVbS}kGoik>SQx4om#wV^hRaLmR;fggl(!cFX3PPShcRQ9o2=sh(Izn{$HwAD=eYZ8 zyu_$04JCrTpOZ3((0yGW#wC+JP>bcpyr(bn9ap7=a`<`;u8GQ%rRII zD=@LSsvD~k6g)p5RDi&@I{ld7Eq`(ABeY6ofC!#Gi&-6qXktBU4fc6V8h7eaWxa{+ zlNRKv6EaVh`4-D+D3D+n`}lkiQMjjCoG_LQs034;#N5mWe}RBLNY;=U450C(@&_Y^ z!!O)R^Rib)w)bF2hgE9xf1dKD!S4*zNh$?GR0KouC8Q#GhhE_zD*NJ=Ogc zLkpX^nM6dr-Rb7R(Pf)u{K!`u)q_!HU+okrktR7M#r@z*Ug0gF&1JF(KaA_(Q<=n* z6-~cKx$%J^9HGTqr6hw6>7dfXmts;mXJ@}|oNQ=;TR!1*Nu%vkDm=quwQ@dY*E)V5 z;5Ar-#*3R@LQyUo7dej^pS5xIDq4yZ+}NcE3+*%(o)+YPfT*d^SZ-74`wd{bvp(f+ zAk9+^YK-#pwsP{HgT{c)@WD!L;&6;U69LccU)s2@hDe`O?@ei3t%vCLx+ws51ZV;_ z0^KzCOxD=qdeiu?6y{^f^G?+&z*gLFjF6t7mB^$;&j^t6Lcl2{77c@YqXQkid|~dk z$inT=2`u;5jcYhp^0~ur`guf5=VkyWF!@^K0a*#c35w0Jm=FKj++^Z8LlGNnQqqU+ zoA_u092kOqHUI$5u@|7rhP&Q`(C(0kxt?e^7JB(ZjzJYBfvLAFngFL32U5ROapNaL zdfVJ7N;Bxm67AkdGw~9P-2SXhV_1b(d{%?9h_6>X^oERhdXk}Xkp>v_}oD=I1=&B&u4bINF z!BHBpPd9B5ooWHh<>ao+Eq$0^*8rh~(&HbKM>#fNqK&E`=ZGGW%}3nipg!`=7WY-` zi=S|LlVuqx7zv0%C%6dnnm{^b(Y)aF`+k|BKF?tQ$19s<;YoMn*Bv+-sv+J1L08D z=xm~gAE4%s#=oj4fNM2<6R&&)*f!O*;x8%ILe1FF9< z^Jv9B#Sar4_`hF>M^jvC8#4<)kCtM7cK<}G4)gxTuhB)Q-@}4c%IGectJO0~o7dK{ ztHi2Y;g?~=$qP%N*zk)T7g?$zBKh$Q7%2ZQARHrlig+pSsa2p~Ik2Vb=xeAbF23xv zeI78$-gP;FTBYh&63Y2<4lKOJ?Sbp>gSfT1L!qs9H%ffFVn8y6a@~;F!Tz|2_RLrW zX0=y10Lc3f{KV;!2l9vqdVe+_uX4U`Z&L%1@1PG2yYjl@YqKy}&drm{!>m`+TvBBW z=VMp)7PgDk|9erKOlxxy-^%=){^k(EdTi1G15aIpb`!@s?j?Wf{}lOBwUL?=zps7z zwpcR{K|P~O_9~eUj2H$BfpT@6$d>5<01FoZ0BI-f+MEB3>(g9%LqwN&z0#ltc;wyC z*UKH!td$aAq7N`W^uqTLIpA&(`gAJ|0zqTLA<0Bm?Io$pC|$?a5E3I{Oz1beyJDS0 zbB+9LJfawCuZkzUP`{@J)fPI-hc0`e`Uw2N-In=~o z00dO<+UUF5K-}ThGN%BCbX*d)odc+^JF>HIqS20_qP`ot^TuOM2eRb;ILRO;LCNO2 zdoR;hcUUO5yG3@q3mFG)zQ1NCr`D$-_Qd@Y4(gN2i;WSH`B~2K6zfeG<*Rx0CFIw5 zdG=V9P$sla0K=#vn*YkE`X0Z-xgs~Wa2C9KZ%nA7&YBfTB>29cZ+^1$n#(`#DQ{$Y zGhD1Y4#%Oi>L6Xkvc^44sMr4z3~X3Ws<%0m(dLe{vD=D7ul%qQ2uKNR&nbwpo;Tu- zKLOvlyLd_R*a8Dd$g@xB32ws_OU^OD(bcMKIMMCuj_p+P`!5cuu7&9KA6z}JN>0Mq zTJx3?bG$au(~B;A888Uj9Rl({UDmqKXt{N)MNz^a$F5qOV?1YO3*ha-MbtajOgLu&Gk*Wru)7jnS@M%PM4Bwq^({OBy<*rgWjQ%HzfbHgplHN{d zdur4WrxiVv1u`nBehd0d(jJ?7?3Bn~CSG_XK@^B&yDjc`~=t zRE+45n7K-tuuvZ^XqV45OrOE!EH72fk{+FbPfo&Nc@R^e4f|pJH!kJYzpCkGmAd|-Ep;Fd; zG_bR#BVk=UHBM3JVu~h}PfrU7U23rM)F$5zWYCfCCuuozs%iJ^ac(XyDBy;o=?~N= zjWPr+b^JCQG6VST%X=jhk~W0{OSWofMx9=_2HeiLmgkw25n{>lV83QR&jxUfUMhq@-ikTa zBa`(D%Bn#Vocd~j3dZuhgm4|G9G2_R*N$4G@B6gbXjzvbBHPi#6BH!83(?H(4b{{XcD>iK)T}kkX``tJu3VDx$2r8#g@at?Kk9 zlzTi6;kZ4D$IfLHt$!AV%W#@pd;K6`aaA@upAe0%<3zw7MxET{8nDkANeFOgkAQWl z%yA;8>?mmO0ZSEHTYNwcSrYe*^&vv_<8gwrh|z33{^>E2wrJC7iT@wbyaU~?2*q?t zm~2gbivW0_E@6xDyg6YWRCtqQwEme^;*N6cD+UdX08lZaT2W2Cd_cVs)t2Zjmo~wX zs$Wk<83+3=UMGuOj@NNqsQ4A86?&M=0`lb zdfD*!efU`@jz&1CbdVzlwRc7RYOk5mqpd+}OaPk~Q;S2B&O3Wpmzm{EWg^tf1>ud^ zH`vk2wIw(&AK;4vCua4-j*|@hY$hw)t+Wbq&nWm*Q335d7~dSbn zMP>&p`?&tN2H-RNoghGFUjf784CTah-pKH>pG8)y34hF03}T38e%8&!X3q#d-^l|} zn=Q#~HD+hT^AZ=%2umNfTNX_He@Z|1(1jcpEXQZ&Bg;#u+i_X}dlN3CUj1|UbuHhZSt%D>fyXcpB5D2e*uJ1#UnutSNKV>$9`P&O4>?qnpsINy;%eF;>WkDwM2AS1g^#?e z&!0N)SqgW%)e@+%O4v383i~zwnLZ=ULEGAHiw^QKJBfxypSktLfJE!IkO- zn<#~psLW{x4TPKHN~WS&jq1M@HWcN6$-dl0qpb~F!gMO1nqffWcmM2(s`nQT5o)OZ?tn5SSt*_;^#pN#%{{uL zIR}hyU5DjOk!(OSSknZ)lHAC&7T7JP#VGi~jlAPXQpJ5>91dVPS_RmUg@?mXFrov) zMNJpLl4?L+6&M7d-P73zo0(M&l=L6uq}Nid2QY~R!V9!Y zq?Z25~ z0(S@_Jg--7tSt`Abr-vN*Al}}KO*px#qnia6`I*sL^*CAtjDo#+IPTT$5B3|a(DR; zu9qq0<`+i9jOr5|SRBmEiP(A5_BYL(O8I}3ZeHLX^Df?ow`9NjDgb8{`lE+eLiyc> zwThXl8a!v*Edi;ThX+^_rRI8&&86pDKil!}G;%iE@$4!b2#$2r2hPAoR|jal{kFmL z2nl;Negd3;%hB@^B+M~bw2O+kI^w>76PJ-$#8Ex4PU|xy1Vd{n8efYYoQdv0Y+mVf zT869eE*xuf9wIT860&y;2cVb7jrc|!mAQlb=p$-$crW*fKtgxvOEnk0y8t>PbnGIO zgam#a%mma@|Ct$S5;n&trh!E0Nf(qT66Vfm?eS}x09J3H<7M|y_&z|(s99SzX)elX zAUONA&!1bvIGZN&^vppZqL< z2zqFmMx|6u`DZk>&cU9jvp&ZpA>P7x%9MFbyhl<-?H%p{gY>mf97G zW^x?Nmp3uV5!*#=5K8}{B>C#k{&c(eHG>@1##tWySsiDD8xw_cpqzN2%2x#XSK4?y*o<72#kCA=Q1{n*(B zex=p*Q{Yu3T$t3Cn>HdH7i9Q@Wr7o6-_XPR;o4Xw2AZXk4u*Ek!ACK7R^RE&DK0-b z=pss3pd?E;Px_%XNHMLN%g%0?;9|??FV~co0B9lj2Kj}6LaW=^aL^&66szHV$?n*l zSZG&3p{k1?B1cTiT2jzdKBXba4Niz8|9nTW0n{=1f2nUJZ;-7c6`1!YBO+E(f%Rl36`0)YSjKb9lndND$B> z^u@;kjJy#H#LpDu*5I2Nv$^aV#X2EvX7N+X83f6SIEcu>BN*a<;a2erURP+!?c2+_ zjvEBMs43tOEI+!g4T`SvW>ENWyvur!>v-DO*MmXo`7i~!979~8iUBwG8aKV9&`peT zh2+FV{NcmLZx@bp@F2jcNT<6l_IP4Smk3dyp6VV1`BnrjQp$K%Z(QXnVBL@J<8jz(m=ucHnN(6Cdge(Lb8TuM{&2)a$=zC`7teT~ct0eF3i@uR>g5#ytSz+`Bcl zpWNdWoUFXvl_)-Fmt#^}&Zu2E`Ik&kHAIFp+eyf#%`>l{!wP6*WcZuodZEAr!dJ@cDV!whU2<0DA(m{LP{jd-`T)+ST5oJLELT>FQ zp#`#KFd)tU{?O$zXkxtMtQOg`>OcS&fCR}r~tUKS7+Jav)P$AS|t||QaF}2es7ck_a0Mhgo&>1FKpA?fzq7o&giKN)#_QtHn|nI zu5xW=r{9f?Zy|n~7G9l`m9|=fnzogt8reeibu}zM%5#t9JMUUa;R0=T|4)NG&I^(~ zrnZiM-s%O~qk>rWZ7?QZM{^AhS2k=|7Wz1~0d0(Lf}8L)-}F5BjU&yzTw(+9u)uuM z#%22LZ)VZb{Q;aOezfZJHB^lBRQH>0`d{=JfzlHwnyE}?18asPu$?Fecur6VHt2rL zRVEP@rb+0JsJG^EEpvf<%P*-@M^#%eqL38o>@)QHNKy}ub*oFxtI`6*>&=)prg+=M zO!lq+uW{7VXBD8+1qB^Fv|96Kz<8)>2qUbj%8J?i$I1j&jr7qiNKYNsFa{EUx{X0q zJajuy2+Qdu{L?^ph*ci&0K6WRDPiD*SFVaEn2gxEj51@ZKk+&9;=I^`clK@?r#ZQm zqAgO*5F+7N+ot}NiLyQgFgG@W6R>!I{99uv`N?RT-pLue3i+D&^xs?G;pWLQK0RAQ z&n$lKg5NghylexiKnwn^ zfw>tHvsf8J)77n=RZbgCVh9CfsVs2UF_%{QH~;#@C9MaG`t)J|`MefVNzlA*Bd{VD zC;jaOu^ku_D=*}$H;6zax zT=DsYJi#C}Y%2~WKm`!z@Pk`u#hHt>H~j|xx3HIclol)Ru2?utGKNM}C>?2@hcx_D zuYl!;BGpQZCqlQ~bJ(uci=cWA=&%M6b_9k?m7$c`x!7Vtq79-3a!u)B`oJ4H2=7Jk zS=gO{-8cX6cG)446MkpPLIa8nl!e=K@dlrOSW#K>L6~eK#|a{}Nh%EIwtsoklE4)H zQ=W%vLJ*&8tX9gM5QFVia!2C+gx0H!XMM^^yeN9U<-n3z2MG*5e*7OYUyRukg}P1? zqY@+2M7vFslw^72S6X=CWcUS2FE%>^T-N%Oc@*y6$3#$XiIOJ0so zS;H5xArI=A;P+^bG~mLGjH_?afx$UUjb1Cyw{T*%oMRe)90bh+6b`8*xMD(MlkJ_* zQzKQ6)pH0TGF?!5X8lI%0~o$b6CJrVf3PG*H71uk;y*)vfc6&B}gUtH+8*x&^T0 zTz2CVg*^c{*{P1Dl(kY!?(U<2?v2AQz1%`|3eY;_?;D(&>o*V7S1GK_=Y3zKvS;!MCxD#|GpE2yZk zY?D9mCB@NM>Lyf?&*tyR+C0{VC0=Y-`>h3#Yn|$6MEj|{R3v%I80;oX{fWF8Ac9Sg z=AG^Er=bRipJozDHY-km8&VFUhSSJUN>Vf*&z&PL`e}Q~$o;_KIu#sc~TXw*s1E zrUPQ@5V7ym+6tG}6Mg((r%+0`GW3-gsWj%L2k26v4LH21Ot6Z2Fd5WcB_y<>JSFX? zFDT;EVN#DuWsNuASshx=Zr2nf2}&6}l^@Ey9qV!5Quop`e7Rlf?=H9Vk!YXuD0o*Y z7XG3Ok8(g?Cuy%t}SlDk*KSJ!$t}uaxu`zDQZEbbTrHzoQBO zS^b6N+PcEtt*te2NB#}2HQ7I8yXfu)OedIi-7kXpse(Zl$T%x>a-&DO>Q;^X*Ei-Eij z1Ekm8!)2F|IWF{>rzB@H*6P_I@E+3>%d2w0IDvg0S64?R*>7>hlT)krXLPEf%Zsa4 zKb={yF?OT7hzXW0yu+?j)i%*@l8TWPnY$B%G$z32Yk9fAC#)K>N5)ND9s2k-#1iD) zB>{vZXzHE2%VW7%JE?1yzu=FsRJWhn-_TWXuppxXTaw1F8Bt}pHMy%qnSC4clk|Py z&uUJcpW2tvg7cqbVE@JF2H=V#g_?Al-AL2Qmp0(lx&J^fUi!o$h8E$mKdlQdvFpWaY zxg7)N>GQ`iR-=P~5{sUr2`8-kKL5|x+f*H&gZB`r!;H(Yr5C;Sz>f9uMxh)|(FE&j<%C8fJ=9C z9Jst|njPHh06^_!l6PoIFRn+;`~U6Wv`)noFGCT}8{$>5uY=7@zu+A#4%0HIzqMx| zewCOzSDaAl_Ka^{msq!IChxs$Lv+*nP=HRA`x5&Z``PHPs0Q|sKoId3{$jNdy_eob zF+6&*LQbB}&S`Z04v|^)nzfVF0zGRtzdIUoUM@ z>X4H1>Je7;kPD+;xW^fPaR#=_w3>B{PN%ksu?;niV}6ASDL?CqDhS&`kzZgZplkoi zZJ|~4l`@h8-0M<3kDbu71}?7aTW zeZ^X(9}(+ZTo^B@>lpGYwf$eENGKJo1^BxFDj;QFe-!VL`#Vg4Agd6-L0c&gH84^M zN%puT`!71x*a!d@DexVk)qSp%*-z>`u^BmpF#f|ItoY0@NLrvuujxVkUsV%1mTllG zbp;-<9PTS6&F7l&eMkp8yw@h#RLx7UiM^6efrw2emMMeP@5O9MNu|6>J3;x)zy`Ws zfA5u8ID4Yz2ikfDY{)S*R3gpf5o*TRvu;8D^o9fx8xgzom14%*-Jq#zvvR0OV8TOH z6s3^uHzi1>$D+*m-p4UP{LqVfl@+Jj%F`}}J2VnYu7u#Nh?wlx1%e_@Tc&@>zYncX zF*L-S@V&vBcse-F_aW0~blzm(TsOsYDPS*!}qwz>-O2 zmzN!&$X+(^URrC5eUv4VB$C@UOLz>_ZZcE)#AIz7$o6Ri>mguE7V*queC4Nf2|;fk z8g&kgo(#Y3O~ONpITq9cLmY+gEL)(`QM23^_GN>=XVM^5|3MpoYE)(|`+DS_HB_Et`r^^_G15iY-5O^8Ck|Gng>NNY8@C*9btgJ}|r99j- z%x2}(tArXix3{^|-S7lH+;9Yoyz}Hhlc8=%fK&$s^pC14Dkv80E(?Qgp@{)4sOm+! z#msX`(PB>zrG1R98QeXZp!;(O_JJ&Vov0~Tyt09AyL#8ow0F#jXRB+;t%Dl%c><{z zq4yP67hyYmv}%n70S~Gyo)KLg-b{tK3%%=bc$D zc#&f-cTr;51@OZr%j=_99E z(u9Une$EFEfzTn#)e8mbbL|Q)aLJ;*EjihMMz0~>ovOxdi+|f25;9OWyGU%*d!6-K zhM+jq*uKShy?DXMJm+k=KNJx!A^c%Da9iKB_>0%erz&0+ z{Vs-A{OGbhYiz>8ti|2_b}7P4o2te&m?wROd}9&BC25K|7|xU-Qw8A6X6)CC5CFz(Y-#B7z$vXqQ=^maGp|50*K0#5(9b~nUaXz_>{ zD@T5=A>u}?r>`{UtmubyZ4_PRcPm0WtzDtULhX-{ZUo^PU}kHGmK4TvEH*v$cVB710y|K?-#ienuW$oVJK* zGx?5xC$UTxL_2fc+H>|Cq%`g1`uCjIA`o9{GCHHcMaCeJA_sITMaXjLZZf_-xEOCF zDsg|Use70MF&;sUf5aRtm+~<`?d+b$3t0yQYfWDXxg^skQytB0!Xs6#UQCsMEqN45 zs_I8*DJkJ5l#Lz5zg5X_Cz!dZ@2ZH$b$79w&bg?m`lGXTX1@h0ZdSa+eCmBDrd3hA zi$pghzxc%Ko>MabT!whjxd3x>+8cB5W|#yhFy_R+U`zw0akmZDRQH4gB73~<(JFeO zZwUGSZ!g%ko&_N9Q>S2l?_=$6OXgw&}qG z^G+*~wJzXkZy-tZc(fDYdmD%0wT=0aKk!-s7ir9l4=|PzE0ct3U}Gp=$_4W)C=KDe z@-6!bqh$%Wk^DRY)u@Nl2eKOTZrL!sfo$ zONfaC+tP@C5*49ZkL~+NyOvH9{|4WJ#h!CkzE=W&iAb2v#zgSN?fb{>zc1<)#KRzn zpKlS%ke;`%H(q3aOzDq*xyNGwR>@>k)pX;9>q}sK#WUU$6{6TnAuM|!J5TzFIzf`C zM5>FI|4{cGmKsEWtNs({0}Q9^`cHjo85&DwZ)GF%2iXOX88lXhspm{n?G5|-IHx|NV#;&Ade_ z(WSUV{v_G~uwpN^6=J!YTu!YSiV*&bS+Zwqb2GX+jJN>lIDmilQ!l;9#n7=yD>Pg* zR54t=mZs#8ilnnsLa53poom^ZnDAWkw4^)SiI{)%*;5B=z~PwMF9~1h;;~EGSQakg|36#=zA*?Gr zdp$`a5%UhnSvAN?M!HuiyaN?qul)D%H&dd(Rem!*VNFrk{;E`Fn+`2W&04hOGb7l% z`M|lw-v6#!`rirpB4KU7*<4^LUV7Kfc1_9`#8`N*g0`H4pf68(;1+*uVzaPC^i&L* zp9s#e(8vt-%72P6aAlubikwxSST-%Sh`0Z{G=u3Rc<;i@#jRNHo(;p^iiWLjjaua@ zoHZiS5KF0%^hH@lum#A$AkG(c*RMiWo=bIzN>*n1p@q@a{@P`nN+XvB5AR$mmxju6&e1570j_wRm5P=C-AwR5~SJjQW84$bRcu<~ehoNdW2Mx6JsHlws(A;p9VD!X5 zlW#?c5wob{9Wr!c?`4+85b22P21VyBZ!aoT+Z$U+dty#_05jY{yjQ=jU@bQ&v`47e z_rO`_gU1Ij?A!=4iD@|aYXDe`xxyLUb$KxyaNQpBi?4j|_1J|FZ6r`=4cwZAMk z3gINaE*Os@z(?jw7yEe}HN_Ojl3Lr7p*!ki(M4fmlsK<5i>WjRW5T&Rq&dJ%m#C6n1L(Vm(0#T^pMppL=KmE58-)FUB&cPxh^%~eBf*a63B1DX%kun) z)tv2+tQgXDQJ~tw1+jagHb`}zYj^QxTzoH6$*VLpom}r#WU^eD?AVA|Bz#W5>S7Rk zoLRG~GVnKQ{z77v_8}K`64g7{-**6l8C~igu7ch;fEGqblm!2N5W1_$dl4Y`HYpqM zfqAxI1vs`wVgt*pJwDq}ls7)stAA5!%|yr)`aqtOv-J2IIkes9a!yS_Us;#!6V8BD zd5Cg%pHiqtv^q4ZYlrOHiBtfihv>pbUYsX!epx z2=uE8SjgtnEAf2d-vMuu+>x9a;Rp~sfS=EoH4Z+E zao1h+M+I=t4rwkpp=e$&28zO{rFRBv{2W|I>?lOZ19hgRy6m~))PF2G!zj$?x5p_O zA3I&yNCb%K22s8PSTA4Mih0C~r+O_XyET}FfvTbQ;08E&QC0(6?8je50(#I~_ro(> z;9>mrH|DOzbD-;6!hsJqC2q_-XZ|Cw(u?z)xMmEY%hfI!{Q^GJ68(aWdSxzC*3?o? ziMi_qHh+#P4c`=FkJMp1Bmc55lvx&EmB+Kf`$Y)M^_+aNGZ^GM3X^vpg#KDl4w{0z zTs@Tny&+!dQBrce=eVg`$3pRz9TSokV>if*J5UXMY84k&#f=M3yf{fpxt2sQr{UnV zV18;HeT&wawMh5K%?uT-V{cfjybGZQeW#oI2ImEPd7~u`Ci8=SjQ=DPO1*JmzDDP%U zt%YF?&#N8FNu`Je0_t|u1;I2D-Qm}zcuj6BhJu%3k$bZW$A|~xqjD=3J1E?DyIPh0 zR-ypQL4y+=uXu%KsS&Z*Nw4tHYdwej7Iu3a2!k**ZkvV5?r*m7Y>->f*cjV~&SO@B z3w|O5@m9eADN^6jy08mIgaVg20NT9|@@@{`nEK5zmIg}cPK0_KD5TXWWDr4_oN{c_ zBs^eqslGy9M+>by0;&1ur&v!LV%{)8t|oL8IcB+9-__{eCe0kRNeLO{ay9b~5KHbeT(<+e@V}!jrF|?KA1;&sRA4HBa z75{g~=q!1Kj04(Vl3{HLs}f~*7lLE73{tK7>(0^tM@gPKVy_kpHWLA0zC zBZNKx7G&}lf3}M3Y&tn~HLD?CchU8}wJiFB*w~|qJ{LbU@4m!ADq$!{<;7ci*t1^4cNt9Qg-VG2E;8IOT*iBPAh>td>tu=Tds?_O>;dA&h z$S!;;+JgjVoLSTAMNOv4n*A&4y{mhS;A{SZPfmS20S9*>eLa>CG@hb9eT9p04w!y1 zk&uT?E6s6I$3lXT-)n$S(qXFhUc1f$523B`y`>rj_es~PAb6mGiFocLl0{Y~vD)KP zI4p6>MPXLb^&9Y0e_op0I`_Vpto!%eQe$Z6~24adiVlQYlk3oVisg+(VyK))AHv=0b zhXi9ZOoV%gT>b|RIA#B;-m222j-mWP%x}`ot_Okm<0JpUlw6uQl>6@W{8|d1?&{e$ z=tmhK`zcvm2D=C1JGhFip#abKWJ7y{D9It%>+JJlcn4+8Fl{x{raCZ&R1 ztEj`S$y8ruq%xAaR;sRXMLXAhJKgue6G6foWA-E}9P$OvxroOAWI&t0#wWu-#oT>= z;jKA5Mc7JtY_+E}hiMG5TrM;(1LV1``_8KQX%$(ma4nRVp2DAqDdmffRSSp;b~ZmG z;b({!?Q#+OPuZ~Sz8Q1--Zhpkrn+{1%2dih=MstNu+9I-BoeIEjw;<>91}O!WojI1 z|28&g^y|QiM@91-KU|tq%;P|EK8lLqi#8N>@-p4X0nRR>zOH6^95f0fsuw3V@~RbZ(qarLAn|M#_=BD7 zp_-9d_8G(3+-Kw5yhohKunbaU&$_ZMgA?I94NHo-f%hEbdAg(dg|Jcw*MLAdL^Y1K z&13?VMCCsE7}VVWbiANz5tdLbPbGuiG&iOI#>%C6iN9@)l?1=^nyCT8J2BJuCmIBK|PErg1=NiY#u(WwB1QTD2*JW zCOV=`yvZ=n=bBWOZ$`zGN+Bflav>I7z1G!j5$eyj-lJQOOBGA4zyJUZ%s~J_ChpQ| z5L+fw0uz7!3V|R26@pTp=h}S_qfk*>U%93*&fT~6NL7_B^3U#}$oBDy#&2xAbgT2zyYhVeKl?!w*Si(Wa8~^;7?W`g;FsJa zhQgkK?4PtgKL`NM?Wf-IrwIkTC27>4oLyRGs4E|x}nt^eYKIi9(is@OYBDJNA; zzI3V$*t@9xo3E7{gYu*=1b$Pe~Enj_Ai^6Dwk%vP0LZj3!EO0QyF?s#+ri zpg8^5>x{Eqz5$9_V&I0#35z7)!XZh$Z3P7D0)>Usds#YO-B#L|J<*le(p-*azXN!e zB4Kho?jx04Z;z7DvNuZ)w`y!V-OIQq_$IEnDp1#Q#pq;E09eHqzQ{(w>;>JFx$6&< z3i0oIK7r0YINeT;@jZcIp%_f<`q#&|mUtTdR7LwrM2H%O7ND)gd}e-JaH+ms9;|+l zk(&oQCAs?qP4QLiM@LTquR^ya(579}HNN>t$|8rs3 zq81>=>PGf3TA;697&sn5XhCbc^c`9MAW9Rnii2n`Ezv2xX{l@SC_uhR@9AZ#bXP$Z zrpHrd1~#?wL~K)FyCXsxw;|sAqZ7R1FOzbmG_-N1RlzLX@ZM3UDKDlCuGR5ySEt+T z)v2{4Wd^{VMkbvrxjY5WmNL@OQi{)r+k{@*6RkZ{rbXu^V~cu0<*Ed2^X*Qqz)dI^ zGOH&V6RNpe6Yv-FM}=`;*hS_n{bMD{kQWs1ARJX1QqWI8hjCzTMDdHvcdFvlhw%p? zSEb!u=O`mbSvXomP@sHzK{XRFfTJM7!ax7ZFo#X|e#|&hReojPB)b4uUUM=%dti5Z z99c^FK_kIs2ac#{HGuN@$N&DW2<0B)v0D~qS3v;B%ztP1{tzJ1GlV4_7W0Vxe5zo~ zo!_3z=ex?EOwyKLEO=Bk8)annhp=Re^3x;B8hb~Bf6!9735pREwO*hvP225Ro=IQ8 zxC5~dH2e7WZy4Pppdg(3n(8mgR3ZhGmrA(r3(00RPvzMmM(2Jse4+n#eLBpHpOtEEGk&>KIZn3t;F zIitVXFO)@U4@XQsJOCwn`Xc+Y%gy5ZAzdi2=7b||MYE0hjnDU+($2|+H=b-4v#Rad z(FV<$m#F+vQY-jJ&M_}ZU%GaW57sR&et3!R4T5k2|N88cQ%q)Ow3`vYcm35b0Vh%Q z>tdpR*K!cG8w7sg5yT^+-d-F-IISh=EhL4p%|3}tRAmc3<_LJO38T^V!6;ASQ z1!z(j^%bs$EAbv6u^cL3Rwi0-HS$xDO&_1DCr|xDw4g>R>3F||r2}+(3*k2Z58-i` z*kDK{5y$u*T+s7+*PbhQd+ADCIIJUxUZm+G(RkowMmT!RgVc}am8%4-x`?bOHa`cK zISc}_`k-H2hc9#w78D=rn8AvX>f7jBLoY=`^?*UvCpg^UiOT-EKrdH`DZUdnp~fsC zf>QnC6vAHOOIC=L%p3(?LdYJD(pjP9({0r8{sGYZT*}dGvaN}IJ33JIVfWOmjAe6n z?+@IeaxaiCo~yS+`JQHp{~7|d?D>=Z_aTJvBKuMW#!m01xo#R2`W+?RN}|-N-ZJB@{8>s7l_P;Fi6n1J7G}`?p+U zoarWkxNWe7J-H4?eIJ-9>f`@%)r56S7*xyQOkcj`oyfXIDBNKY`+d^sz>rM1k%Rq3 zR@qBs2g01q<3${EUHgX{YH{55Fr&boxfy{oU}q={X!ubsE*HV}ga)av{slM4piE&K zcCZn2kSh7y%feyI`hRYB8(*8@*E)BKlO@ZK`Hlegh~LEYLYqyg7EDYOA}lybM{+B- z2UuhVxna!nXLgH!zddOexf?c$WepP0KR#CQThbL8w5KsdHR3D#HH0!p)ME+sE4H$i z^&6!zLDWZC1@`yr>`NN#t^;2dGsaM}2!Esv1`kaSLI|_om^-7;EP2D@*&rzlqClL7 z8vm$6vEe6aGr0shJ3>Z7>UI14k9)PFEaedp9UZ-h*01ytJ%lKj7T#G5I-8(khKYL$ zePUHsQEk3Gl74(=%lxKq;L5%JaX}ik5~nG+99;n%UGty*W*d{mH&T&vHd4e-T9EE1VvJ-fdX; z>`e@KjH=;N1t%+2mPx(>MhVs z=r#S~Xqf<(;f~WFnfybQp0>ny6$;wW`=?sRsYck38D75Eu@21$6|6%Hw%i6|mJ~@n z?7>>S+2&!&CV6do-_Sk@|EO~7>&y;<`|Z*oDMj}h%%IJuPa2|~^RmXJAI=UX0nqr( zDKB4w$obw=^bNoF-o_Js0h&MbA{bIn>={>!Jg#roNoOZu@Fzv*tNid6|%?=^)OLg%_Whc=@@816(vJj&3!jrqjT$t$tS(+YOM&xQqU-S&q@ z@JaD}di7_{%qVrw92G~gtFLT>27^W|l{RFefd+`z_i9IpAJ2( z8Jo(R?Jx*Xm&+Mh80N%#uKwGc#I@pC8o#dP%?k{FoPRarvvU0leZmpwoR$8kx`<6y z`Aa_9k{WjZCx_BoX2~-+ujX7hFP?NTuNyO&FRd1{CPN+eub^L81xAQbawMn_ooBkW z@jOcvUW4P1}T4V7sea-lcu0UnU9u@^vD30l2$PQCqW?9NbJLhF{ZF!}(|U_e#T4B7Lh9 zohxlUu^1R+6}|?tKfvtM=iWe6%=YFYsMEo~H)_|Mwin0qEQ8kDcV*j#A!U`3tMhOu zbCU@9zPeqaZSk`1X46NNy_eHHmvkvDv852dO2&ewinfbju`!L00fom&ZknZ+CkQ5y zhG-5Iw2+rB&NPI6$|?Q(>Nb`>A4Sy$Vg|GtioEZufM2oo zJ$HAMI?h}Dyz}a|_+4+q;+G zE-Hnw=t(1?6iB7R0st9uTI?r5+Y?CK1@~mH$*P-|CPwpR^1y20m|6^T{f+68|TP;cV z-sNJN-~V4oQE`YSf+F;~&A4KAd!954lkvAV=DP`PYqP8bt(0*e!}yQiG0Uk&MtJ8n z^4IP3=fWFiv5od-5k%NwkbQ7B(zX{-2y9Lc%Km(Y%3GPE*2Srl9&f35^g@(&QYV6t z$Fd;S-khK`zq!fWzjg5LKeh>ww0@S1;BuE!RZ`9*1LPp<>QuW@o&W$2|3Ls%ChpQ| z5L+fw0uz7zg4Z}_#lW<r(ehaOJafW_7t9#B8a+VX*?9P`u0VWei&XS zSiCY9ndl+qpo2~z0@=50ggOC?dR7v#zr3|s)`(9^O35;5OCJIf!nH)pD!me8J<|AO zdumvI#YQZX9zO_*hrcucNohp8LY0TD08wzly?ZwDBfhQfYHr5%7P6!qud)u7m8YAH z?RbLc6@mCLubXcxBE*}2qGj;=pS5jl$(=Ys$eLI{TneM^ZWe-^WuJ<@yJW(GbF=DD2YhN4s4`v;#0C>4C~Abf z@C0BC)#$_o*+NcC9Z-gT&N{0yW;cEPDO=~UO>?Zl8v#4CT1_{LW;*E7w~rajuXB^b zx=Xh%E&CQPyXy~jzlqy-_^*tgHEa$qf1Rcwl(jm`2OhJ(y9mB3>RB0BLH&BDnedN# zxQU~H9a&5WmcJ3h{-KTAa+9A7brD(^O0E!r@CH!ob-mBHviZ9Y-&?NM8!%k=XuH``6--3LjzJ+y=xpC9VRmBG3F3FG!OGsx^ zGi|SO~8G+MC7_>$XVa!oIO-H;aK7&Lv)+rS{c#H2@~(rkQy0 zl+a4}uZFNWj&uyRnx~>|-FSA5y?fiX127Cc)>>E?Ed|mIYkc4ZoUj>IB6pcTnh@%= zvG&ch4hN!HJ0Mb4czCwtcisA2HlVUbt59u5_Y{B#CDQD}UUC3+dCamOG1C%vq<^v< z6Dg6ng@${#wnFl=nJ9$PC^^h*+J!XP@Cp3G{kero&+yPYGchr=%{Z0O_a#4$|QLVxvu>MW@@? z_w^S%%4K`llFf zv*%~_pc`>MM%a;p%w~q2JNT6I9E`$Zo;1&lXH_nG#>N9*xamf+H?aarusWB&|Los`AP3Za~waq zXgE&fLv5uz9tpzypsva?Ew@c17>bS;$dw!jqnGC{S&mbkknWtUkO&Wj=0J9j1!at% z>X4CnAM>XTo>_&ZugX9$epbX#le^F-DepdJj1Dy-KLhJV7q0{ptR7$xo)DG z5qh1yqB2jHQd5tvK@6OEOsAgHz5U?4pW|@z>6?(9Abp81QkspKu&wO}8ntX=9Xdqg z<=-)ATCj2355cf{y+Y+Q5>xVAcoXd}7w_YYVb2GHYggoj%giAo41EugOmGEI>Uul&LK4LWen(;b8#Oi8kvIg)howlbq>A-19F zWzjarCrOT(4ef4zZ!;i(_iI(#q)|3F%|U3dGLLkkUq=I5JTzn?KMN$w31R(K=`1up zgt`8jrsDy&y4TlQXOCvRe^>uu8UALc38Me4x5~961FKtOO6CtuF+r*VQP2v;is_Y(dYqM#q*HJwSF+3& zRFn>zj?UCEDc0>HX|l4ycmMBOraFWe!}Lk$FWK#H@mRIqIFqkL)b2qN3beFzE9lg^ zz%59M`R|+~rY6~q-f90#h?3$P2Lp%VKz%^7I_Ie$e!t7vA^IKQxy+7wzalus{BS;# zWVA&M?6$zY62ARh>eyqbdB0`XJL-{2ZK}Wkme*zw5+|XYF5E$68@tRv7a`LaY7qw? zJv(|jAq-dWJ5!pDjo1@AIc{Ywlz|y6n~fG2XnR<1bMJKnu4fSngEoP0mhNKlsTz+O zNoDjZ^=3{fwxNwMOZi2Xe%z4C&zFh!7EZfpNk`I4ZvK2UxXhWX`UM1F3Lt_xmftm5 z{v7@UlJixo-&FZ}#(_);DD}P*c(U6kKqa2?z3x?*&-ifX9Q^K0o(&@G&O61OV8v%gb#AS6ODJpS zj5k&z19qf?2B{WwosmBl*@o+7g#YSyVtX~rxd<&&mFM{KVE}F~YW>*pfJzEBg6q*j znX$m(Ii0$nLS4+v(RRp#-j6`ox70=f8uk6{ZC2(VcWqA%lXt~fC?ezM&+N-Mz=%^n z1~B=7tGp25^I){D+TNGz`>bkY9L)^}27y^H@>u(UTkF{Ly{?B%et?gBU)7wUQH&Bp zYQniZRJB$2iB)0I_slZ+`3gX&vD^Dx1w9xIr0j?By`7AjWu6q~^&cMbJ9QW3MypgF zqChTNyr8X`ea39UGa(4h2h0u{-!1TaRv6JHri5w3hNeUPclt(fH^()`iB(l|4vRpY zjTz~hx5z*=b(HF64a^S=QAWs{OjCOSjZ7uF-uSRXmRzd_@xFB+Gjx@>`i{3C-8uk3 zMe3tfg^%x>>0GK2$V9Q3(~=oXnUPBW1*qo_n3!ONm;ix{d38dh4&(S`u5d!vI0MMO z;=UZC$aL?#0VhHJS+Jn>A69By#5zM(QxZbW7m?811pOuQX>D3`ZJyxo=1xbgvsc$T zbx$4BTHAnGXIr|CQHy92NZ z_I(Fu%^sYv{#XDSKzUBgR5y~^-6{J~T1$=^p8-IRE#U-`^RJ+HQ~5z5qj}ks`)cb} z8FGMv=R0>uW8N+{MQ5sMj8_lh@rDcN7FQ#{NcMHE*{x*8Uo?MAi`BrgB0-(2%ZZ)~ z4Z`dtGn~c(k>qJE8YK`Wm5WpEj3^>{zanaY{2}n;VNuJ?mwBmHJwzY*pS|c+{&Gw# zu$kM-MektR2$j%!gWofb%xJ? zg!?HJSWJ=J-!*t0uLrcH{^mSPgI>(XfcKP>DdI9D25O2D7<)KsYBRFfZrXr#-mk&1 zZWg@uXP5pm!wR_|tRo@QWEh2Iwygv(L-h7V%*#C2={vD$34oHZvP9j1C1 z2f31P+(N&PAsw<3dI86;3GCM!ankJx<=^uB_*D!l^L2YAxw&LN9~w+p)ZhVQ-} zGHDh2B0j;FES0{6GY~)qV-l=sb=5!dpJw-(38~E*{@s;uh|W2aCSzi7Xd}fH_*;Bx zDLHg%&2H$iKp_0Eabjd!pG0uID{0IpsAfpm5d)FfcKyno2=~To40^417_}CHNf7sP zqcFNlk^-`~k-#v4hHK5n<_9OcrJ#;E(PDLU7ZR4shJ(ygztqS1SE9wJ>ABa1`ut=W z0LB%vBMp%GMOF*|z{j`cneW>T@-tVeEDiwjX3gqX8?vqq$}qKuXe@qrW9qu5^c~Hs zhD-A3cXR9H5y??MgcyTLrVT!XZBnj{zpUkOxdAQOi+sT8PQ~h?d0%IswnohT$he~l zgQ}ZIPHlpPiEQ}~69fNl`Cs`_b=U9}%di509EZzoY%pga4%gDBPPZs@$d7@2NHhc@N zrTOWcZd8=A3-W0`RR)`;XDbUyyVrK|xmm`6zr^IpM9b$})B<<$-dmEIhU4Ir<$MM1 zSb3!OU`N)hzIDQSjAsYH1Ehb}g>oh&r(Hm6TsA8_nBj;i(h?GTj zMuTau>Q}qE6A`6^-xM6a71#aOQMwD2O{cAw(!Qi_?`eU4psF670S@%Ho^+^}<*&Qt z$OyB3t>M{+VOD%P1$|}rY_wn2nx>qJc)fMiO6SEYALF&VH@BJuns<`Y7Q_3TEs@wmar;oo-qp?Jl~hik_h*2r&%Ka?h;Vg# zLOgPqk~5I301ycyfF?|X%$Wkd2Q?tVmfJMZ(wLpO(6WnCiE4bRYmA&XvW@z|-)rzc zPiI2Q>m*O-KU%TXXhI6YN%0a_Z9aT!fFBk!ilyMvb`HeA000oPK>%qc?$T-yTP9Ni z6My~qcb_-F`mQSsq}HN&Lf}$3SOB{H*GyB=1&wQdB@y{~Spzi``@ktjbY2w0uhqv7 zGA!<(cvywUC4?6gqQi{zaYz|UCSI%)o>$m{_@;>T@-Xu8aSTh?D?JfpEG_W5D6Y5U z5w6CFb@6dGGrvVwjFJl9yXcSLj-8-?Q>U|t(1VO)jWfQd^(Fb)7_tAX1L%Aeu~P{h zX1JbvYF^Q20W%;nK6X_T$+{%_WnE3c;3Uz<>#&;hd8U=aW`ub{vhpBJNFE`~T90X9 z7*^x|k$(T>+~Au5c{s9-wA$3%N;%*R($(q+7*pC9S?N?!ImFBt&;7y^zF!N`Ki}t37@Qno%=qM4)CDgBR=;EURWW7Mn>}Tm_`ld zo69&2MEly09H@laK4qBN{1`KPruel z7GEUn8+aTct>NLq$Eco`J-{iZO7R*bv;^Gl(Be{PqoZqW5PB1t?QZy2vW;)1v<#4! z4;56f!!br#KwOeS`w)6qnh@;0Pgq?_XYWv0OLQ-U6-wBSNimNvMuMO$k+Ds&}8uYxvevPdr++0c07Vw=&+nd{Cdk@K|Ko&jWoPm(ok%7mhtUvyze z zea;DmhiXhbn6DQLQsN8HMyZyqA7fy-S}dc%;DEa(uHpju$14u77L4@p`UykkSE2XF z%=dMbyDN6@=I&t*_`e}E$j@pt8^eZ>7?%f0E3U8ZwUF7bG3Uq@#5-F!@Og{hB_9rd z$d7!E@Wk7jlnJ5zHf6sHx2#xXlm-34=B6*>iw#YKNP|iMse>?!>J04hn z8N7BZ+gTK{QgHvpAu|&(EI-D&(cv%1j^lt!_ku_|qoI5uewydTbTsA7QvN1}<}ZTo zbAKl8z5!K|H9c5=l$|EJz!x~oMsFd5*UTn9E-DL{XPiBpmF=QA;Lw+`Vlq=?=_^S9 z1y#?AZD1}#f+bJ@Q*i^4`9fs!@cIWpLi+#Gvt}_n-V^t0QX|>6JaCQBz>#wwSw*R~ z8y7J7jR-P;_MWuSMrc$Jtj@I*Dx=9#&)fG7e=nIJ$RiW>S!?BrQt zFC_kwDun5zUi(^H-@n`U{&_~ZQXie%L3s@U+r0hz%58*xVGyT}nXQU^l(lZp?6Gv& zvJ*a9pCM=5+}s@W?$$WSrJk2wyp05#X2tBVm~&vez!e?!(_roKXu^TL@5Z9EuAi+d ztqg)Zo}M}Qp)y@Fq-yqN`^q1n?i%lH>uWeQzA<7p`KVzIw;B(07=M?TMe!ow8r#$} z^0=(4Pj{BsaU_KElB=KIjWzJYlCSkQSM%z}Q*EL~4YwD_o&_9bLG=hG}xXxBh;y@qkb=gpHwB&YCHH4to$iggWe$ zwYetfWy90TZnOZ&R4{UlbotfU2;;?r;e`jB#UWp>Do9#gb2KL9e8^`l0WvnzcRa?= zD2Eo3L>F95JY@OaW-3(FRW&i89ndpC!=Y-z@%*X$VnocWfrbK8Xj7HlBTq3*d8 zG&3=n6(~c0%&2=0GF*^mYCz(XwdmXmt)Z(%xCoBGfG*$qI10l@6*O1YLpcdI3XDa*1-^i^BRuI7~Pxtfy>YZ=fc|#pvO9u z>Zmc=?6L}t6SR@jPmoN@PR0Jn8jb+%3??5J1ARX(pKxh7V?~;!4Q|waUFZ{oK9Ol> zp3N&}*z_O|T0d@|)?t$V8shJSh`Q8{Ea(A{B zPFZ6N&(7*6sLPx|Zk;h&80v=qpUox8ubsx7 zC~8(7kKy_#Q8VoUmeMd6$` z`1qcsD`N= z2-wpd9Vqm@dtj#(;%|U%KbwIYstNEqS3G17PPWmDweZ`@E?l=^WV$D2L>SZkolF0S zu4i-YnkSiKneTi$#ArXc6wuf;J*wyQh2AWg>ZJvs2`vTWvW!pGb-(uepC2gj{9Hx8 zhoF&^BnoEO&RE{iHuOI@T0y$w3JW*IZ8CTKus_UF*9;Up^oB3vLwF$qR8q9oyE2f< zzH!13Tq*=HDK*s>z)w$2#{rc7YDvOK7YHks6YZzAIb@{QssU4!wSH&xP&V6Q776V#Y=iiC(FI<6fEHs|8JG{i#5%o`W)zR+~Jt%&4!ylASt=8^7 z#+@KW_+u`6lg7w1C1iWla&4*V^ALzM7h}rr2=i=?Zd2-c5~>V8p}HSpWCoJs6Mn-q zCaX()AHGR#M_>V^+#x~-;l5;ZUYS913^3OFJST=OhkGVX8n#~+?8nx^lL&ZPWcRj? zAg0Kc5|koim3~C#b6^su04`g}$-e6IVm_#P;nH#jkbsWl?&EH6oWhSy+b?i4*dt43 z{i5(>WO$y^zrVyj12~SmDNM45V3=;tRafwO*qp@G5KWbT@1*UA-h9Xf6v*TK#H2JG zO>vpgOlFD=4dK?73nE^pKNT_skpR?)f*A56^^$4@ykkRvHy_2K+yklY#m2E8M9od5 z9X}l0v!hjW@i=NhN*mcrZh+I7Qyv8yoL*+JQ{a*8fw=7YEQ&E#=*<$}g+QW(=U6JHme^+i$WfeLgSgdm{ zb03p?>;%lwpc~SC*(o@KZk7isUrV{+v)AC=sfK7qIwPbvSvq`=vRmej>+js2Jt*Na zNglA<*ZxbH3J_kAhoXnPyxDsB!^E`T4?>#Go&mMSa=ephH1JO5{r-&RGFZp>iiu^> z*bm=A&Dvgvw{F?ARqaGen#S0@$lnG8D8-Ux99}+(p96H$f|u(oVm~1p9o4lATnXLO zpz&Z&cO1}FHJ_w*l9gck{bQ-$OL4N#fHf(srZ;|mE{ACyJ^5QabxP?Ybw7%-ORJWL zj~?*GUuxg+=Dk|>?kUa8)u3IjlP{09FSPb>Do~tCD|dl*ErBC0(G8q-xy!EA&^*nI zz!DJYyBqmnP2=HKc6`D?IEK)mcfcv7mJcFp35?wBZ__}xH^x=+-c>Ezo*x%y!MW-I z*0R>-;N`{x}ol14q`!`KLZ|%dbgAo482y6V!ApR1DhgE{PZibjvh@NVxZNyS>S`S*nvb`f1MAS?Em9>qCWF|o_oiRs4aklCUa^D^w{?_F8L4Up6r88V|UG^P+#k;e&$ha%4I_5f}N zK2QExR8lG9EfQ~k3e#J3reT!jJl@e(MZ|xCYL=mOXB7-kD&uX7aoeX)*~E)h{G4II z7WK3OwVx&ja!CRk0>Di8hW^9+a64z%+vV&ccCtioc;^ONc#uWB34=bYi+Zaz)Os{y z?$yn{))ksvs{Am#6w6S8X0+X~Ix`!!ODr{+WjIa+$^33bTbLFy3E*Ig_zh3%|NBpv zK;r5};Ot}iq(7c;zI$7+FB7rYR`G!?uq+B}#H$du-XSUL5}H8}j0+Aa--u*Im!L0j zql~^aO(`Xp^n@myR^@#Elmk5aJ_>!Q$;aI{b~!hKa=;?GF?#N82zFZfoW82}0p~yf z00S>U03eCGw3>t#$&|o@H~;>@FB>WVjQ=obr_EN0hzl2PE0Zt+%z0G8?|9|5nTUyj zw#_J(x74y83R42NV#D*m2zzhhIAB%(v26@}nVu-laK5BPMs5M-yqIwywR(yDBCW~S z68BK14g7#f)w}ga4qWZ0bwl?(bolH(w-x%uvp8JjKLs9iL0`}S4NaEY7P_~cb>c4% zhIC)`jLogfS4T)QVIm(`6#tl{zf!fmQSP!eE;Z)mAqyWL6m$5`EducjR)uO@O6KhLYn zy8ZHKzv8yk4p>MPh~$q1vop+UVTc!W^3`7uohCpIGWC!?avQI5mWPgWx9G+Ub2)l< zU1ubgPHLm1Hb*$P_S>AK^TB?$$h72!vP+&SD8q7R#v2fIlZV{9WbZi-Ca>i3YH{%(C?RfxI4MpKjoN#A9n(ZP`_o9~` z1=ZF_{#fl)aX*P~#x?z$X_YeAXwsjbCibi713kcGY&Fj8&XSIx?D)*yO!+Rv#XB5g zle1)bITFztnWo|>Wz~dofS}n&PfsYAx^h2dRHG_wHl~*X$nbYnjF;+a=XWme&y>Q= zSzmFv&1Can+WE?NjKQ<%#n5ku16?6A(ffK_i1}D8wLY=DcQ6(LJ6g4^03E}I&>E5N zg&Npk6RzDKlAAtmkIS_k{yT3t&Xhi-XzkF{*c0sg=agvQ8~rw&R|0En7%M#8^zqB| zG-4yIn#~q%t|61Pr-7LUHq!f`GrZKWl6HZ;9OwdvkY2(!ALCs%UIiAwbhzirX#*x@ z?9>+o8>8AgnMHvLD=F3kc3EiJLMF_n`&~{isHmY7J~~oYHd7k;(y}52Of=G?fy&x7 z52JxzQ*%Iq4xt8aiN65)LC=&m<^j}3RVkgB4Pee zqT4>NI8G3!Y}tkj?H%ijCt6LZ>)Y%w&Y8Dz*a>*>RN9(9xXWWrpybyrOi=TrpQ$8y z#$gqgIpujM0=jvK_;Kz#X-KqG`CN_{JHKxk%CGj2lM9LuDuey5%R~fN@QfR$_zuq$ zPUKFt|4F?^&fvtQZ|s~gJq7#Ngo)P-xJ_dOpNZ_0sq|Vlm19>VCvV@oySO&by!XFk zkJ`y{;Maj2G;y&^x5uT6#zm5wh(ddDl3F!dXEn`K(*0I^Q516VN=}ICY^?G{Y)Drc z1s3nT^1ZFQf*EmX000X+K>{@N zk_t=mK@>U8^j$Br?80bpb3rbCiS@mU)I!aoM6KPAuAp|t<8oMaux(!G8<`SO5FTVu zX!RmW|Brx`eeg)Z3^>b5v&A_-Q=@J2(6&F$D$I;RM1Ys)T(`s!+lY+TZJf0BYai~n zt=SqQ$Gx z$9q9wYAMn<36b<~r+6`z?4Th>^_H~zpIz7Ub_`YwIeYcEA~`{@HrKiAY48vN~H*q=eF4u8MCDo@ao1iQ_ zPvkD!eHK_%L7NJW6rFU(_I4~C$?}M~Vu1jesjk2%rCgl3@i6%u670t73FY{^(cR{L z_T@Xbx^V%@y^B!fKH<)?Nt2@wT!T(=>{fDpU=@EWHnD_J zwF1@HKk}IlPLO>00}LliRkVP%k<385S&<25x!;RsedZ>%FZQtHOyv+{ec@yFgm{_@b+HBs%74xCa0sU{y|n zgd$k(U~T_{ykc6nIKm)c!}Xo10k=3B{_hsdPoNE` zL?*dH?SS0?$XIOS(=VtuWTB#Tk1dbfW`&&P&E)0MDoV<%%}0#u6zCQ(s=D+D58I&( zLK0lRI`*LRuk?C$u=+cjt4RZsDv}?Nh7iYAMIC(U&?1@_ z0}MOhSB>Q7`KUFw#-3V6S}HQ$HJtkJNb@W38rp7@B3YbhGb8zDW?p7yS0L@}W%A-K zyEU3QxIq=LQn;+UOBvpQBfCgm`gDLt5{=8(;D}glTFMSJUi41@^#mtjO5RZd&pyh* zBQ$Mj3fF{S%}pw7(szIZhx;Dc8{dfkBw>9}xe#6KBHt$_-7@gTh&IEXJ*P!bjNA^f zGL#{2n3uKphsEQP&423``4C6ae}o=${PI6kAFWg3IN5AeVo9$gbJGgGtJYa=iyE1G zp&J-F)lEEzbA}gCgW)aP#%|ye_hSUx?a+S3h8XTU3!WoFXnN1G(C}pzV*;2s{X~sY z4XPxiiAHU z{ORFCng_0}0D4ENdEj)V4jNS@QPCf3w;(c>m#x9Z#!|AQNv>mj@K0k&DmMyen;o0M zNM@Ad=MLjwnp;{HsA9=$WTqP8j)@gGru#%}tl~%|0^auq7N6MH*0e?Gl~9TowID<> zu#iV*mwskdt7a33ugHP@rqZAdbI>|Dt7mI;n=T&wv%gD^Mrz`v!TLxF^p5fs#;UQ{ z@jCAqu0ChvWDIaAnc#`;^EuNNenyikc|J`eW{-~8_jWy`caK32RT?e8d#dqBUEJG1 zUc0>VkDHfa@@xj7LUJZXx}=ilZ_oJIM}7FX@dz1ihLs=aN?5jA<|Et+CeM6HpPK=H zcayxQ9o0+c1_e8mC@$=?1yeWz&3r{ z)yn%zDl!UbyXcYRZ({pKP45KYR>^XP(QdN^6v;=Kl|6+%! z{x@J1lkpieT)Knb>gKy|&^hZXbj^{sT9v|?8`Ewnj;ffg=P1LLXtCeB1xc#iMG?PDo%10Cl4Z^7)F{lQwn4gbNXZvY^g z7iPH`B~UQIqNQ7Iq+w;;99QLNL8CHSMO~IM4by*isb^kk$29=8Eoyr}LHixnTRJ+1 zM6Pde{lJ108sxu)l7a1N>JdYDhyDPXp5GLDSy2_z7HrTt|C=&jlD8G(RIj4R3(w%4 z_tyc=^uf1&3a>4D*Og#>I6(1-{(ZgsUQ&0>5Z>w)&1 z(qbI00fZuCNWO4JHl9%|S7G|2(G^Yv8_`t@M^$6ckUB4g7H^n|ZeY0MzfIyP?nI$`2#>mL(?D1@o(QNz4hgZGL&apm9XL=g7-4y+$QglFK zJXLc%PYpQ216XTy0TyH(W)JN5UximE)XF=qJ8>(W`In`JE_*uGaNr)dI!`=1* zvwj;7-#StG|0xn&)M8Wn<<&G>-E~S2%5dO=UctQ)hQF64NNFPOE2a75Ne0^HgF2Z0 z;q=;Md;itW{$|M`ji0TWeHre&6zrc%7oE=yn8aBufZA4< zM#^`02eYI;r?q_B3q<<(70@GdR4*Vu^on!-wbhVEC|)ioBM3!;new#VTp=mhoQsuG z(;=l$v9m$@p*^fD5Y$DmOxrM3wm-Bc>RWn62=)qJ9#qIR^ zZVmQp8`OYRDOi!5CdSPgk9Wwvok?7kkUQ|L)bS2MkGHE;HCey_k z6s|@RaDp+Qayfk1ynN`NEL0}dd}&ymn9S_r6pEhK%M~ycR|!I?vsu3MP&Y`T3h5qa zqmLu{RQdwq=Qa7#WQU5LM$Vd%n0}w(bt(%Vh?+7p!H#kc1hEE-T>_x3TR{BocIC7P ztgyWlnyGExU>%UqzO00~vX1V*hG+WyS8ztKn|al@H!4WGH0qo`+mB*+<~@6NZjiYO z5N09e9sd!xN4k=P@9YZZ7$+TGiPLOD-aqTo^vB@<00?bC0JNXkMHMWshq&T9@AoM2 zC^~yfvT9#pxRdJelg@A_0J!mKWpKuM#aAZvtjs0MyIX zcuh!$G8VKR?l6|n=-(f+y(oC-H$j34C+ttUp;wqMI}>cqnr`m%1!b%{zhi{q%zmr0 znPXjm{0(h*!pd1;TT=2&S8a3X@TC|v9e3$iZSEE{>=w|T-+RQ*W$S6H|Ag* zIk-x)FtmZCHWr1a+=s=WI1Niqk3X=VIHqTz8@%=L*yp~-y0E1^t2B@3$RyFS;C+Ze zO&@we{)LyMu8wT$Kl6OY%!NukehpV6%GV05ug*R*O-BAZ)QPhvt+H1akCKju5tTmo zXcMw{)<<`Z+Dirn|KuG;Iz(vkw&?43AarNHCv+84Hl&lIft)THi-71Y#MrsiIrPi) zUt#vV|HncMK5ST(gs&9;ztdo}uce+l={&IDMU21Ws4OpqS2Sfc_74ArlT+$aPgL34 z8n5zs<-;S=sH__+h9;1IU$c93d&GxE1bfFzX1BhU4bwo|v#!EwFhYQP;O@hb$k*Ur z<|sg!`rJ9k$-_mQfg@c8;nETBClp|EGzN;HZC|2Y`gCCibt~Org6YKHsGZ91^Rio{ zLmkZ3)9|6#sIJ5mEz=J2cA%#WQGBf%d;6!GN6&C&F^9cyv5hv29rRkB3-MValjx8r zx&FO@C$QWH<@)C*G@y}X#=>y#*aU~3zoBnOM(MMxymatdOH5ZyR{gxi_)(aU;}eFR zxp&ln!gq=$sxr*n;r~F>>+ZZ)=p;-0oaM}yDx?shT?CRg_2b^Yx7df_A~dTg{0#K7 zmVjZD4X|_NGC|DJM&B*Q2I*CvWF6Wk8phbPw{tTPS}?7u5Q*{nH$ma1b@zY2AX|T< zaRN1uIb1KN-Wm0=wEp0_hL1Ii66?-j%B)t>C|jXzM&RX75`@LyuL-E6SnkPoODw)A z%NFsn{)G;>qUD>8e(Oh>4CT+Cx0&avh?#h2?T0rNfG*#X5)D|+zUVnY zQYoP+q_&D?d8wAnup``_&_B^GJ{W(8f8iA*z*WOwdwo6qEjqCh32vE|Mbtl{BWrmB z+&%rEv%y9CUMc!*4T8DKoVV**ITFRZJ-I0PPmIlT8y|ID797B8aLxG_4(Rl0hnS`M z#ljD9kKSkZz*NmkK-1xhov`Ck{!@+LdfFGF58gl%`^1=CGSOql065=sb$k@M(9Mv? zd5rk{(b-j&9^4mIflc}LI$l)xM&~dn*K`lyl_s=svH|18jKW3rj}0H(Hc+L``$*Ff z6>$}CSAvZS6HjB?$|E!@-O@Pid=k&BK$txDR39HEBWX7mTArZ|R{J{+0ESY^isyHa z3(?fF2i!F0UA~{(=N-3AqJ~RY!E5rI;@!ou=8HFO$u=?6DM9_O8W>{A7^5hdI@o>X zBV0TgOH(i+?@@<*1Pey+%pA`zs_A+A;n%t}3$noF>G=G#oyk#?9t1t_Xdksi4!quiBjlWU&&o6utlGE`iSv;-i`Do+4G{>7x6Zx>i556O^F$1vJ401 zL(^+B@nB5A8Ft>%d@x!K3PgS%Hb!n$eFy`B8vUdLF2` ztmfi?9U`{`zSjGIh{O3Zt>VVsy^LkL-KE>iGX*ORE7$o+2;;WyRptWo`}6ZS6ab-= zfe+fid=)Sl9ESz)$DUn)fKwC9UFk|6l{VQS14-T)GsCdVyL7+SsxDa|yPxyhqgT4T zy0Ng5R%KLTgV)Idl1p5Pl+!58ka&a21&(DeCoEY!^TgE9$f~;laBFVC<9qI)K97%z zGf~k!=0tf}lo#%uGNuG8m{o>y#v>`dsZQx_2@Ala8gkyM&2|;;90teM$R^90%X>o8 zAKP@(ikFy9_#6Apnnjdhz8dg>j;{O$jSq05!G5rad~vnLS)I#5HzoUiwX1%r7@GB2 zIt)(kumi5cU|`Ni1!6L$8s2WsMf`q1W9W}m-oh@GrNFB049g|=2@30`AIr4?h>GDT zZ7TnhPs!d`F+R(*%>V!h>p=iPC-zZAODq3^$a!4yDyC5lhP+T~cHrbvCW9mlV@{}a zi|pNJv)00}t!x9=rI^__(Eo-z+sPs4$S(|JqaCIcKd&!WzasL$)#sXHN>klh1l9-K zq@A;XRLu!xSw-pi8$ZCkE_B=tkSH1v!Ev~TLsc#yXr;{0WD14!$9Cqa8CNCkQ@(DU0oeVQDhnVg5w^-=_Yy>gGb`!KtNmX0 z+XF`UtISxmAr6d&1Ps*kT{ONtqDMn+J2bFWB!evuKw4PRhv5BnJE|DQ>AaB^H>eTG zYg}EeMEpe_KtEA6<#=l1P!ajsdB44J<30UJ%ueK};Ks>kf|{QQS6(|Zws&)9RC?p`3f3DaoUGS>CqSWI{nawrld1W|!3vFgRD#J%prWOHUEM%| z+|qKlt_6V(CK#@vJ?uiHGSN~-y{QU0zzgl(K5?}09Na@pzwjM8Npr|F=Q33nrHrLN zLm3h_LNVVBq6nl_UHvgcs4b;f;7s^uXYiTTJDZd_i01NZ{NI8dl)&;{;9-i~j~HtPF^5%u{0u4%ew2u15yCxB?fp-OQQEayD|m@9qQVq& zxiN%>vk}uoz3+`f4E_s$oM^@07cC2AE+I4Ek6+q-F_8EN+wB6H8ofQAD8MKK$c5Pl zG1`R?548#_;ZD3|6gp7j1g|oT?)*+afL7IerlKiluf-s$6on~Kg<5w0EVnuYhoV@| zj1P~|5d(crw~z+@lPom+V*mLl6h#4h{U2>*kgGYrp_9h>HZ7iuN{;i;6BVkebR|E#}IX=9LbITl{)kN!RwWzU6~qA~{zlpI^%HvF+Cp`Z@hUE6tq#roG|z=FHT6`GTz*xR zAAhBOmn9~AsME?@)~FnIF!?Iqz>=?_ID(&pA($Ym+S_m1F7WRq6{Z7v^qQZ-7B>=V zp)1!=W}$GKj?&)i$kR2QFAu)tS0fJ8$s5${!(hD*{ZE=mwT1Z$lC{oGOxHg--nQg& zboy(^4-{FT3*w^Kx;Kefksw+_hy!V$S{=eT$&KhGHo;l_RnDN*WSoLsn@}-r^}2e_ zMyc;NuWg3x<{~>v_?XHD-6l%~G>&VvxFCdwTaZ?(Ip~y1!^9OUtQ?j6!q+qA`&L=@ zuaLU__IvH)-!HfnF#TM*kcck&nF zTl;2{C<3!lvYD0S{h46Yy&MW6(wOhYm>_p(S(}={Nd>=vX|JC3QW9+jZgll6TyGV5aIhh@<~EzpwDp}CT|+b;Y}9v z|M&hSMDC8^BG7Pc8*hcL&~0k~ukdqgBurphl*+YnX%s!k%|c_rrfT}?xtARUy$HyD zN+c<7OC4 z@8XEKgp2$%_)hyWnFo`p>KLm2f%Iqf|ILv3ph7{*{nvX8*$#?&ST>7%=DrZbQv%wt z6FzI~T22@CH@=Am));eZU?w_CS|7~s^*(WX=B)vKpI3}jAbBQ+WU};1wOsxQYsLtF zL{@-L!`GT!)-Z_CIm#<7COw=2+)aPB-o#0U4k?&=eWi01M@GcUVBL6|!pZ~CAHavAq~ROs8rvrJ>bg^jPlc^B--XP_t4_6z#?Md)Bl63;1^iy@CLTW=F!G} z1V@=z?Asd8GmUG1j==&>f1XTQ zq~yla6ss45>>@>BUgu9SQpTtd}fbDu9 zT9|75r>!UJm-pX+000TfK>$@J_EAMkEB}CYTq(Hg%jf8W%DG!w=>uOkFHzVBbp3`7 zn#eXkin|n?F~xm66Yz8+#JqXI&G}+H zP2{@;wk>V;v72&Jl*Y()>uU0s53mjs@E!LZEK0;pOK#M_;Z;?jU3Zb4_OuJJDhind zzt^h8C7$%yhUa0yS`DsMP7dgIrf_dXu0TyCQOwVrZKur51I_k^BgEL@&~~A$8X?M7 z-^_i~fkzjg$O1Sue`e$KIb{Fs+f1Z-37o6APFaANTbeI@-OwD5b463LjgKB&}LiO0y|m zIVUrKrLDy7)9X1nJ^8XtjA*4Fq$zfBU4rG z*;9>l0mk{T6A*C4>g=?>w!ei%0ovK3DW`s@sWVl`T|k0P^#~QM3GN>M%E)W-b!vsP zf-ucvw9{oC>`E@j?>fKKSbS_lZlLUS0Bpjv?z&~rpP>MoMM@AtzKOIAR(F#$ zRfn{rnhKl3vZQl5;L8bw=?K8en!}7L9wOr+@(cWmPQHj8BT7nU9;=r;iC#~h$$vvS zckq6hoZmqAq<}^HgBx*CeJ2!nN@%tEgrU>P^=g$XU>^LYB_M6`&0&aYY~daC*+Pe39p0($YN7McG5=`N2!MGeq&nJJhM}(klqWFv6G!`$WZwr^=0j%s5*UpY z@A6yMo(ilRfJV=WS5xoKs;;m)AljPYN)7TSna@0*#XAFMH_v89h(e6uCcuyLN_y+# zb5bq+q}<<}RK{5D4K6po(KvpGvyO{bys415K;}w$S zE0Wr-zLdzuq{Ow$yOpjn;j@{4A_~|5&8@g?XNkQJ%(f&#sZi)*EzB2h-Fp9Mo4_=` zqZ7o7z9~j;J>QCb@wif?@E8X&ZP5q2e?}K&q8NtxE&w{vd1!=tneB5X+Gz(2AqmOb z)#%{|ZuS@j%l>MPY$gnM+iKV8#)Bi`aonD;Ve$9L9)$*-IZR^GV0i$WS@vmZq-LeX zio71?O$(y0GiB)}jSE^%JyHU44B-ys0pk%kwkZmaSnCHFGnvS++V<|}I5WDuL2!<~ zt27YDmxoSPM%g+_lXOn7a1dT6fr~&atk{ItQrI%Zy5VOadfq_g&5m9MkNn@frDm(GmlF(amQ#nn2(vJx7WuyD3{^%#2Px2(y4 zh+5ShM(!WTzr_${)i|g2n)QyD!Xcf1Y6SdJ?4k4)k)b{ySqvo8qcd27;IiYjGMlZ* z2jgJ=+YfTtkx=reb2UdeXrL}!MzVExjZNsdCIKL#kAYGVyTx%j8bt}PtuQ*RsQ0m9 z7auZ;1PrQsP4~Q6{Wi9oUeb!)6eL+iWy;+22DiOOK_zKI#BZxM#uv#a$Fq1zp$_6( z-<~}$JIFBG21M--bO2@IgqVKk1PmmKMp@L1XSz@ zZh?LZ29>H0z-a|)*%4*m!>}@oa5;1-_~@( zQ)ROv^8Q@t{P57*%?+%FKO(YCS)mcOF&NR;Y@IAILF3A*RZFF!8HReW8c!@yghmPtz%OSsdfEo zdxSvB$uI*@;YM_WY)3=#a5wvhe{WwR>SG)L6>Qb^8~aQfSYM2Rzg*K;qRVUxPcW>? z)r7bHVHw#ooy9Y4ju0FX4ohyu#k}_Nr*78-hQi`h)!gw5&d08TevVs)X(OF4cAg5Z z^)l)>P%DBk{v^(s152Xs&O8w_V%LzK6})%YU3qqrvnX3R_8EYLUN?IJ>#E ztLgg;@|4_mrMzAQ%i@B#gTgf);7*OzhqyevR!>f-4%5$sb?E>fR{zet|a>2U@Lo~NzS;UXeF=y0qQ{y;S z)vYRpT0>DT1uF+Rq%BB@ogYT;>BH0>e_`D-7DH`3>Ex)MVF1My>c0BryO3->_)X(#qkMN4mrcZryVbeCp~Cc43D zubHiTGu=zp(lr69xxkfScSoACcsL{S$hNF}_@A%A{)R9k65tpnEPFw%jdZJxE<4Y! zy-b^_p$<89^e-zW;lbeMk>6zqL&7*$)eLNaB=g)5r<0K)Ujpma#_%}WG%}$w?kQ89 z?r!(G7d?Pa5Xq4(@GlWytVHr;JU@Vr${TmhBF6CxQ^88SRg*XKd_(>CbDSQt8#&9= z8aKH#+s3Fh)YT(9bXH5FzVaX>Ddq9JsBtBL>lD5eEO8c zF52o-$N3jqw5afG-V?Of48w12s$w7oM_P-nJeemx-6q|hDzu-XZH8LU0SLz2eI99$ zm70*g5bqcg-TcT7-cu8NBtlT;ui<>ToU!~TZ9{sH6+;gwccr6=?b5@vwe=0Bi?y6! zN}E)IkcPa%P?^6RnxI*ApW8uZJH}t9tdl03f z=r_eE-y)9A^Tk(my;fOqrU6f1$Hio3r~XM23~pR73zP`cDW4{$Q9Kzgd$^WFQ+Bi7 z1x$QK4#J>|l7fnll)^GvMKztky+_PH5J4>G?vg+_1(fewkmETL z6bgno62@qlGztn&rm0fjB~=#ncz=grSkB`ocQymQB8s+%cKaf8hd*Vj739K{Ho|d! ziK+bLIBm#98f#173^&W3bo1YPt7fbeF3|U4=?2In#k+R#x#W^2 zK)&0DREac5U>d`3K0>YDyUBZCJED_x<^T%P~)%9loV5 z%b~YMW8T_J)sc?BtYJPF45{uC+0^0?DMu#Cx zLx-ywhhAwm9S~h_Daq_*;14<3au!SScx;eDuV{Fq59gu&uZAuQ9g%+3!8hisxv8!f zW;5z*8S^faKEnJj}Q-~LF3Yb6=uznN(8m7m} zw%TehDv9R@$0Pd*>*URD_*3RFI)_>-%O@-|_(#1++LY+2 z_*}cD%_nx!zFmuv1^lNoLdN{*Y$P8JkZo(C<0b4RRCO5mY=>N6nudnF6l&tvi3vJ7 z`bF*4!Ovwj99e#st4ojmb`<2PyCHrfCNq{6e29Nvcxx=nOFC6qY89>_4`wI#faN;k zri*@!ouekjZB?d+aObOK%x<1Ej;eGp4W|_#djJjD=nv#g^;xx%AfQ%xy8%Yga&;0= zNPapTE!yz34~+}S@xBk{zSgfu6sY$iFlhcu*M*FV+)65^>Kv6nIW=l5RF-<&Zad|AW{W9y-rTO-=RyKZ z7T5&%#7g>!z%djbPv4CAQIXJ1vE*moD*H4yio45CKUp#1|LZC?tNPgTk{#1Q6UKJ^ zWn_F8|0>Cbi~XfYC2gwX8ynMZE{Av3TFwp3!3lMJKtPuftqP8p)VVsFgrhHnZ+;xP zcdOP4H)R8Usu5vX1LCFJ5ge1nYQ{kts#|TO(y(L;`XLOePzbE4DjF{wVW{!S@c;bW zQ#-MPJq>73ak9pousXwL{{$XGK8_^(WYIcvl7Nj%wcdeq$y#r0S3%-)^2sj8MCvnF zF^~OkT@sbdt3<0ecwT=!U<>lQS5?PV#Y5<=FYzv`)+%WuA3d&?qD?f!-CUxTv5J|W z%RyPS%~w_GW))}$y`DtF%9J&&3ul~;grX0t?tSPFo_(do*GNj-rpp-&z9AoblM1YS z>L|eqO-WP9?LDbHOvJJq#71yBoknZD`*?P0m)w41Ql9$TJ9NxhUdx6)6=J zZxMjSy?GX?Qv-!DPS_Zxsc7D3eCcrC{3#GpV=#8=bO|og>Ew2aY*6iU{D5GO&qT-w zu~|se(WK#V1EFIIP(Z2+g77DQx7=>^4{+5|L>QJhvrvr?G+7~WLZFrdEm;kJrU)Yy z#U6xM-TG}8Zrw@;b{;AIZ*n-H3F`VLbuevf^a(p-6r#p8jp^?k-byDNkQ_0#QuV{? za5uwNlY~)>Vtt^T5uo)cJ3BtQO;MI}9nw^%p#4M49oVf$-hs5_ouZUmTA+B(-7J( z{H(NPc02gk$46Io4U=Ow0+fPJs&bFn>`C;TCP*+8khp>~Hr9=!J&w-aOfy-xfDB{| znN-qISzOg$CDP6P48k@p8ZJw-O`=JHNhMF@Fac8FuZ+IjFa-0UYEf2g`9p+W!=m6U zp5qB={aRDJnqu?m81EOnu8g^GhnRVXUS@*FsFz-M2l$}_^^ZU0;gY0F>0P+D8#S`)jsu< z($3`?jD?hT$X}%1RTO;%Rg(Xz-7}M?PD5_X`>!8ufgw? z&l*DBkZ=nCHp@>Fn0dgG%Lw2dDGS^$3$Qrc1iuttq0F#y`#pu zjjhJ6eu4er{2qwW$4pCR*R`|&F6+_&B&GZIqYUe&#c02`S&su7eETjvK;Y$m0o@C7 z$Dau;bpF1cG1ijd8v=6$yjJK|p3!vw^A@a&DWfH13*sriULy=ON%Pn3<=dgXDsNL# z{QzSdwL8FB$Q4I>wa0aV6*_`F+V4T)t)O5|E^QoP=y--1@`Hq0Ty7$^X%CY=j#191 zKl=~0>g!3P7I)qiIz2_|o>Uh~wz=ZE*RfQ$H7rm?3U=*p)U-OLO@s`WJm?SA@yh16 z)+?$u(m6A+B1N(+)}o3nt>>KjSXbqf#6JopYHl1K`E;}MYKts;7xp7q1QH(b)ehIv zj)>=^kD7SG0xC{9zgPT1x5;<#AnFGEH>ipPa1>>t>k&s2VWjh+C>8lAD3~@7&Di{u z4XSv((xOkh0{{O3WXNJGssPIyb~wNO=>Px$jX?k)iT#vOQo(Eg7n=;LRsaM0C|2fj zh!8>F30x!wBDFe=hLr);PDTlh;P9#ow|b5G7Y)Igp%uo2omvRYz)Wn>wV`{zB zSRe3{)8r_+>w5a)QCCaM8APO`Lw9V6n>f(8PK+x%o9E*#a64}0#$uB)rM+ZkpiX20 zBrr|O^l))esM2bTkz1Aq13HGd>iA~vlY_uuj<8E12NtT#P(zu0@e_oY>zzd1jo=Qs zzqwdAc#0_!%HFA0kQWUE;S_4@#t~RHc~C}3ZN2QE7a8n1`v$5zR?TQ3awsq&i!4bP zOpi!1vhIfbtW*d)fuM|l@4EA_``gR4%C;-!;8WT1F%|6@pvZV9xw8F8P=9C7PO~(3yY$01J}= z0YZQ2sReHo4n0PQ3>&(xKn*O*~< zM&-dZ-ELpjG`q5eN4MvG^ptC71u>#vIW=mbFi@IW-X&ifIhWGcDp00dveK~5eC2_K zG^#Qv?uZJ2aXlRHdbKbO-S06fM>0d*k*fue%?jKJS`s~H<^nY$%C5hMSNtbJM=kgf z_BK}4e7pGTU3_I`=hhmJCKj(QM)iz9>r1kn1*w~TPq#hW3%?u8PHEviEx5a1^2(n` z*GM`2hV3K(yo0-V|H&w@8EkdoTz17$mf=y&DO?SrhaXx9-GjwS*82qJC_UhOWpJ+EX+yAl&OJhs(X0ENOFnQjMEvWrQ zhmx4TL*GF`*Z6fPoUVS|a+Z^Ygy$eJhbQE~a!B65xnM3*#&IHjM8g3CCZ+w?xo2i?n+xXdtHT z(W62qKpS0CSS#T};{!ylxa;b~IV9XqvlI^A3KjDCNRoj5bZhjBU#oI`n-U$@RYG7a zevC9HEt7=o>3?Y4h#bSy{%>^;0q9h)m}?7D8afW<)*dc{L*3!zKHkGAbhxJP-ZDShy^J4cOpqyj@o(wspE^H9Fym`@BuL1>>#hl-Zs z$@BtnGmC#Ge;U!Sc{3T7&@-fjX)@iJmzkoSF=n#^KW;!k4%FXSsO-pfV4#Iggp=C> zE6@_8yyHBs3&h!ikfrZiUI(xN(A1$@PF}ghXR{8&EP2(^(lvU_)lTdXclkn?Zvy2T{Il!-|2r<)GaL!T+L~-SYD2im5n}i3dp2R= z9_MhbR*^e7d7f?SR4;cCmJkw*Gm?{Cky197xT&`INFR$jSi+!U-KCH1^uLHCf>HuO zd6qjoG7YXmEP2=c>}6yh3&wj%Jq;6WG53s8bH4+}0yeE$S`me9B48u<>0slf>SQi{ ze+YU+Z^^2|VVygNqV%)dY?Ikr2vln!DAiR@ zZ5~JnOCkn=IRMXx=Cwj#162f_;^o$qNM*MGoMIanUd`{b(k6|(z0q7?jn-|l%gWJI{YIT2I58B9$L6asCrvgdM0f@G)ws7c%!kbh5w2 z86uMO7Xy$|+^aE>G7X?dDPI-}_7if>5$^n~1#jPoBt*<8V6bW*mmV7d^>WV@yt_~1&nY2Q;ESH1JRnQ0KdMW(x5~`$cEZ3J zbT+vkZEvgf4DNZZ0f;tgc=!EZFe8i!vZD#vlDUrfcw5PDy`#=TByDS-vp}XWW10*?hlf!1Skt@Ed#m?Ha_M;4?**o@AiubGXo((r zO`*|BiI{$|yoC#LoE^R#AOq4d#v7W0Qn)k7NRD4oqYh0LI`g@-irGZq*kE%| zsO9FJiF*>pJ%~dgP?_83*j;#PTKT{##VI zTG$RKaFAK8HV(ukGS6OqL7F3j@|%O35}T?V|EBkCX(o|eL5+`Sc{oDXbxQQClWH?Po5{|x|rbn6~8bpQn!vP%Vt&mUs0!9y1~-Ff%c zq}*jceehNK%18iJKE6JX96oGa()_r~j5!P8d+$NKsa8pb59}b|b=n_ah|hG1EUz%G z>yShX($VS@CP{5Cpt?DX`S#MFf7;+mPH>|&3=K3P1`NRgTi_2%m7llmJ|ZKo`$|U5 zYyIQ7KL6x!O4`-bmOoDa;niR5%=9(DJp*L+>84#&lQVvNhMY^s(>2Gahc@hqJkCW; z#KE6`l2IgCJmANKE3(cU+Ip-oZQ`lB!EX z?_xya9tJg26D#r%*+32r>pQ^!m92_Irc{UmEy6MPxIz$f^80q8OJ>Cl<5 z%j?*lZlx>Skwp-1jFDyk-?;;fnpAWw-P@|IOG(7GQN>n`2a-ndr4qV5c}wpN7v4!I zrq_%3=+FImjDbOnNRxiw=bY8FF^Bc=Xr$)`SB3)@gRb^ zj=n@3*8*Liev1(6@mGfxs<;&J-+%9y;WD9ZB&Mb0O}hl{uwH|YmFs}Ii+xpUDii%S z-;%8!A$?zp{-xwwhOz)Mp!ZD~pR1wfvyNm>j>lBolXokkHgW1HUi~@nQp_crDhycm zPg+j6cNI&?ePLE<4H1aGOB~<2^uXKAgsFl5oRb{9K)iJVhLg%1;$%%ONT8`HNE$6< zYgxq|R7DwK+?X;Fbgm*b)_imh7ZxMp-wL_jUH1UHr@5T0WmaGRP~==oGQ-N@pZ^To z>JZ)XJ|D*^lbBal$b)Vu)Sk&XHBLe$O!I>@;l9iQ-L(EvPdGIBIP#g;6$Y&R5C^qJ zE&`B2UbnP;Da>;0P#wlYj?V3SU%4Z4L*(C2<7CrW7jpptfD94PdERb`FV0C!d|LP={>g3x_;+{|EMLn|k$15(>V5ewXdt@t}mu^Z{=R zYD~A_Xn0H+t>Ey7&ok)d@MwTaE1lH{mF6cnXe#c;?RN-Yp_9S;Y4J`!N2$!ll_ojXg>b>+mo~?9j_se4i~|C-pH!QnIH| zEi*(=WNQE;dtFCkhSFrB#4PdUyBX`5`5L;14M=&LX@JdPlDGUD@ZdHB6TP8X_;*#1s&hLsegnH@`r+E z;-Hj5)R<4lV6v<7Wabk~kKaQ=tr4Y_R{8<~!Cg0ue!R2|;cz=}DmL811hN@$fb6Z3 zpuh>R2A zj0SZAl;N~Yaw$x2XI)PfogO~;;<()NgMT{UAm9TQO)>Em@sl%Qb9mL*Bkd@y7BAM) zvqvzx&rlx{%u3{EO>HOt`%^&ZYBHck~DFC&;N#^1y&CA31v*qmu0wgYmqE(X|;YS>5hp6$MQZdB*N7 zOgfqv3vIjlRopfbNBCC88Sm^XPX0kqiN2%3<%~hRD3=CFAgBSwvRmoJc4Or%UXSlN z`9^5e%ETKA(rp*Ca`s({%?8Rb;mnVNX2u2dgKzRJImDiRiyo6-eaegzK{O7WZMJs# zsxzg)^&H9hzz#eQi~yC~0yo&}JduA9lr1<`yb{X_Cd73~Tf>oV|EQ>pybRusiKr9Q zjh~7{NmtElh=Rk}#NNMp9ovPl3GZa6 zW{e9dLZWjjXxcK=bbYOYSb4kBqI}QLH?2anoA)UVjT>I5$>P}&_RzIPfieho>O)DN zflr)-K-PqpjFP9_r=$+=%inK8`_;85#9S$vZlkJ#_v3eo659^}p;eqHh>B}LN0*JN}o7L9hOHPPlNrYmq!Ekmhl73W4k36k37_;kc^MFe! zqeOWs?H1_+?&(IWZEEzSU8=(T$9;oRK23tm3$DVq0hjp_ep={0AjMluAx4%}Ss3nc z1VoYgn~&@ub~?YXijunomY76AWB@71JoV``3q&PIG>OF zRkaf6xVL0u?obm$4LFa@<4My0Sk>>~1q5jQA22Ig-~%xy&{dW&K#}m9nk}p2w?Z|U z^6Z1ocLN-KW0r85s@_IlzIn&Mq0|aF#zY>JM)BY)cq5iM^R8p-3koPf6XU;<)6>cv znZnNTO&{9W=atHyh=Jw5i+B_e;nHJn8Qw?NL8W>GXsI(m`N?bbJ$^g#%=fde=rdb*eKL*kOA?+&jy60p)C(azlk|g30b2w!}v(GiXq7 zPy2lC8DG&z8R|oH`DXx_FCM#|XIIF_9+7S_>|SKAc_bnI(A--R_dzPY*A965Le8+6 zsZ_L)FxzM9Vr%X$$!kajA6AH_Eg&F<58v>PGLBUH()<5tH6P9hCj^%ES8AAl|1xx@UT_};?C zAsQ`JRD>BrXQ-xM`h&L*E{u=RY0rx-Ckb#E=OyLPHW9y_80a!Q6(Yq$d3uHur!VoN z=2z9dj|_xvt4i~^8~UkxMePV{BU;TZ|bQj|n~=cF@abR{p7XR7-OiH)>(AX@CO zwI*WdhOUNg28AA`^G%_YW8ub6PU}lttmF#hIcb7cGHx+2#OgMJ#Hgq1U1h&@x(*S# zs66zeFt!W*=}ghgNd_bgGS^2(L04+}P?!7VBN8zir*uws{mL^KV>?6GG$J*bPNeYB zhUd?Tl#;~RK-tkOS7Ju`Jn#01t%yY5SAHqzNPP4qtJW8x%_S{t(N>5|FY(P3aB4bV zaHXsE>tP4|(zUfNUnB@U7(HDF7iMRh2(jp>z=%)pHSokYthFujQBw~|kRLvuHni8& zE{VRwrK$9h>VieKOk&JJ+PLww%0PtJ$MzPU$5^jB6!Y26=$^cNHK4pTEhZ59$~~om zmnYXU{=~yq@PATo5!EoiX_AR*VL$&7Zem$~p6o(}VU!O5b4HUJ#1tQPhFB07Gqilx zfl#HYEW3}*eT83DOStx?yFo%gq>+#gr9m3$5|Qqdk`6&aI;26mL6B|`kOm0}K|(@6 zloF8K-|UUY9<9wx15D)L(_y$D$Gr zaEKC>X?(lNI&+9iAwk^p#~Bk5UtbMk44=j@Q`>FNBK2ShZu?Xd=a1HoA7ij{y6IEQ zLA0VC`L^b`d{!}aA-teKbK~L2ruG5akVunG5(Hks7~ zj@Y{8E&A$r`%)@DQfdu{=jRgkzKAfreBeOL!$hV59+Qh&v-we9_`7iymU?PIACFQy z4g1{V-oTd=0^xxk-%w{#acLc<4E6lPf7I%+-V0(HOtBQP z5WTanty79T?g<_K;BCyWYJskREo##*KzvkW@U&a$l2Exc@uN85?6iNnF>+3@w}A`c zqtZJsQba7IQ$I|0l}{zPJPE|E4R$L@|L(I;ezd56!`zJB`SEJg2gmltUb+hn83 zi|+7=_Ve73xQ`WDiNSKR+PUse6t#Nw+{~Vu0DnfjO(6S8jOI7X*;2B-wArHB<}1j9 zW?ElV2Xjb>q4yYji}4_njN50$ppS}ECisks0^d$@W$%-zu zW4rJk87qDYe$;JpLgmwsP6>Ur>665d1hhhU+vdH0+3hQyG7nk%8Y)~!RT(}liYw05 z>o0PsO!`zxuVanl?I(^hZV*##QvZPLt9bzFxT|+3=^6S+@WN}K-0wjQ)jA0ys?aV! zTT!PwXXe=*cWECu?RFp{sXGT!?FtUemBmHeVVfGTkCs>_i!y%jbTp%!9N|F6Vds`} z?wimZy={un_yP~SGxaJyn?oTdvtLfikK3!uLstS#W#0h{V3KMA-g*_1$-qJKC5u?*Qsi;mIRP<>AMCP@~Lx^y}>|!aO(x>5E2PNNe($O za*d5`&?6!8zF7?)u@Kdp7su@_NQ$k&8G)BieYVnvq?U@-kfrYWH|7XoM@MA`8APhf zDLtcdSv7?|^rPvhzGE`Ds@^a3u7||gOS<7Id96o~e%TXMd3MY%QLQxfW3Q+rMPEBn z(WAU|A<{tl3q|LP3?rpTT-*~Y>EgyOf5XYh zLu7KxNtDTatgSQD$R=%qDf9AVc&wc`Mf~{cTe-87ZCM=bxgCd(Z!#1Je2R7bHX-t& zg(&MW3HVfkk%j@v)Ykv`Gh|=@0Ciz#Q_3cJ6 z(ZpBgZnN{1m^){b4ysSlB8#+4^|Oz-`OfOUXxdn(gG+ir@byL!IgOMDS2iw3&aRds-AR^PczkbdK&SlOnSCQghiPAF z;s8H(UPz-jgX!_ZEcZ<1IdjC^?}d7Z!csw;N>5m9p1Ow@&G%{+BoCB^_U)TYlyr$W`QHQsnq?b%H!;-h1Mv%85VE`yV{5o0@ie!oVe0uADa-!i^?Ga)%RE=f&>-t@yTtCUnL)#Bw$lvVx9sP|sy zQ}>c;{WwEC5r_)ungpVK$Hf^x)3_U~3L}r_@Knjm+B3)b%=YS_Ri@Oj(gr#Ob!FAI z9wVYWRx2ahOKL!VVzvt2nBuqx88DWu^Ykb=RENAU8a} zS100GKN^hyHMJ=;rR93E}Hr~Y6$bB84tzi+VMU>em zi>Ds{kzV?SAr}RIdE7Z9kZY4EcBzWaHRYb-LVY8fbC9AyDT`?$KcmS?%U!vnr;aM0 zKH%v`ENgYztMUgWvobp|M92vs6Or(T7>8h}(E8IV+N%a7Gfw%EQ0vuXY@9c~S4K1m z(;Q%xjJk7h!qa7ht-VtmY(?}^-%QfotS4>EU@k-D{jLS-oRqg;(59s8&_Bzd7^?Kh@&i;T}zv zQZAySqI3xb!-SY)^rM@!aWb99O0;Gw!^WgH%kvCNX60}3lCpAcl4xS!)VV1PMN;6( zmGiK@ZrObbX?}ZTwXCnL{h(&*AUWlmcG?}2qa-@5pYcXvyDxidoGhQc#iP{NU#~k6 zUw41Uw&PDO$Yr=m&a{!(^LcK1dq#)%P18k_KtQcVTG1VmDeJs(>}~W_hE`6g!3#%; z6a^2=viAxf?nk2??(OXekw{kI*OUL6J6z9J)v5nFkB)FheC#4ru$7UplKF95i02AH z+F%ehy7t2U23?nu&f!4JRyu`%$aub<8+L#ZPs6h}Wkl&}q9!gIeVy{J^m8wuz5DC? z>S@VUJ}u{G@9t9tx8I!q(4-$shFP=JfuuZ@Qoy-xz@@1huZYSvq7Cs)zU(WhHuEUl zJ3i~eq{1=NPH*Y5{Ki&*&0sv~=34hG2ys`qsq9s}MJ0iW%H7Y>0U_ZVZC562{)o%d zW3TjDI+%IziJhm;7F%;vqu-27ZnJ8Arh*cRYn+W^F~*HKkoNs}g}CFVXf*MxBB<;u z_f4h8dKt1Yay7EcDOBLrveB5xzyo#$lw&VR& zfYVdjk2RKRF2JAqb(l%P_=CKu{D6#_WgSN-XO!+;)$D3Fd~mXz%ngq(vR1XezN+%AGM;yQ|8>WXOvPj#xqLJ+ z-hYU^Bi_gy_pC9fHS&J+lS}AgO~Xdz3)C53maJXcOVh;lnJ|ag5`$b0Vasoa#CL`K zUUD#;;nX8EmWPcuOrzSiuyG`ip3Oy`KPWC=Nq+SqW{5qc zhKMzqSSC7NE25uk#+06E&5DYx_!H1Wzr-y)#~Wz;fL1J&TUkFC-DCTT!Tx0dcixhmlQI^3V}k!He(HThW)N++2v(X(U?p=6UX*L?+@O^S+p$h@7{O(fp;@wkCj3m zKh81%a`26x{#|f&b^w;tt_Z@}pqin72;%u>?qGeNa^Jbmntk))yUU{BU*F$hHrMh) z(z$+3mvwGa2gg=FrgUsj2-igZxxVY_^ML9(>+-^jY)XdrhR=Yd5&Co>Y4WR2aAWSyt`enxuvnAC(mbg;(+9B?w;DhCwQOnl@)dAyV0@O+h1shzwX|56O6~& z5iy3b2Y zd-cc<$S7vfZbU4cMR!d@$u^Su#@bd9fA!~hkUJM)M(?$V5+atZ<~Y*t46ynyQ0_^; z9*iL5erfY*tjp%@v_dNZMKSr5C|7aW-S^2U@l|*2*j|d%vpl$kNFzBPaP{3|UgXjM zg|9v3!B5&TDQRfv2Da`g(~o1Zf;XW@V?G}-Tq>oB7N-PdXz)hm%_^P@4wi~i=gCMM_oqvPRF1+v z_fl^9{yf0K^hdVn+3;KJ{9c-cSBPgc(qQF$8^f;hSz52nEv6q(vlpLtmfb^;#M;$* zHZVjht|Eo+8*UWTSA9I)^E*zZz>rn8wcK2}(?nZ@v5;+dJGMpfDf-~Kb!*$q>7yTa z-ssTEq~78)uOXTytex~|a(FYkaa(~dmc&+YYp2T~vxGObTj1$%_^J49eyo(yMLwc+k6oqc7hIQ2B5B+{BizBZNaN}ir`9`_K2TLk&2KPz{ zi98+LBK9`bFt8B)g`t+vYK0K}*-5jQuiF6;9WNPmNKo}ejA?hsaVxYM4%F?ozs!pq zNDVjdQ=vfR*2}z0qMm=UD|5fAM`|EoRjbD;I?>6;xVs2OJqi^N5feH(R zIEYz%y(?z+BsN5)M+dKP57VW(B0s*~8?DEf4dXw>7~W{lP$bH(5vm|RkxfM284gb7 z<^PBdeQ&(rTK2`CUN0*un5N}Xs!sVN)ew(xWcq65AbF*RS^fF?mR`Driset}peM_WYj}gp%p7LSJ2HjI@ z7RuP@*<^acx=+aN(Y6;ZJ2?8rWmV(~2Rp0O*oSi?UUKE^u#MoHkNOyE@I}h#Ylp3; znGMmmw710Val(>npSXJaNjw*+n7bFS5mHKfsKNDgSH+n`=tYuJ4PA55gn}e}@I;nt z)@Mn6Ew!My$C#Ka*q<3V%R}$o8qi0k7h4TpNRz!>&&gyrQ_XS6+2J6f)Y=gt;!{m_ zeG+N%#D#_oFGtK;!Q%Tfp-fzI6YKDNm>-Gs&27)7ONAk zU&x9!!UX9u@~QY)I`U%8QJ)4;sS>k&=_a}9Bi{p-@f@%x_NG-M#ySpTYx#{ylHFK2 z_=XrRog_mQwnseN-kdYZu8%v^nNm?gm*02KdcY(@v{?Pb>zEr=b$+Su-ifDT=et*0 zKX!40YW8wZrwlg+jQlGsuQ)yF?8s(s3?VMyhf@+bMUszs9#W@C|71^1j@WehQHYdS zt{=KEGj8CuiML~oef;Pv-cU;^Yh@_MJx|ih>GVunUd*DtPX&j}@!eLq94|j77%G0H zC-pb%E@&$`^rF(5Nh5qTz8@flZvK-ln&rN*Ks+u7Ns?gcm{B9=u<>-8)-)*x9j1=6 z0oZq%eNPK(Ki8$AkoVh8*FE>Vjp3^bxBGU9cPP}n9wmnt61_f`h+W6PvQzujeAwNH zvLf#@e?LSkp` zGw_u6@JA*Tf!)+1Go9&rG7N2w3+D5xR|tF$^G#!)(X(IrXzy^aqbq#NGPYoJIzvPA zHGSAqj-;L4OA-0-Ufw!gG0y2;Y#pWNnyHY?L*+=XAK$ccL&hzT(`${Tx2UhYb&jx4 z`u*mcJ!evv6S_yg2JaV+LPV_;5WHf3d9=y2raK-5HwO5v4W-X|t`0q|lYBnPog$b> zuk`Nn@Zj-Ju@COq-giaaGw$kAUS^<5rtgrsQ#}1nzRk=ZmXP8??N=4&a+mk}WS`lT z80S#q6R2>?TTZ&I>|~u)-GmP$sIP~KyBv6?CylnUX_*;Q_ezjX>BRE7d7R7Yw*$`8 zK4zo{FNKNF^pJE5kk{rj-YpKVk22}F46(Py?8&?PUVZrOCFM}GRY|lmYT>{e8P$Wx z2#2Gd*ffG4bJHu*ZR`c-n$RoxTPa3rX}hOl=f1CqpU9|t6X(7(WROASQlz|pcj?DB ze>@f*=K6$5hW3L@^6^)wvju#1+M)h5KehY^r^t{8{n)a&zEfqM|5ACR&w9bCoY{@& zL51dtJA&waI)LwoNypzgYPB0~V(n3f^qi*q8HzpY_~^*fbA1ibVNv$a#^s0$mOH?4qc_|39MLYOt~2vj(CvWm)2)-A3?EBz(-t0LN$OKCX0e5Q3}vTkGh?J4 z{N|*isRA}}Gt_DVq99G(jzjud1};no*`$naGJqc>svr{AZSc*&>ZtT_~r9#1&0ll ztvbK*^wXs4Pp%az z;HYu$upaJyNGniKms(@Dtxh4R-(G*#Z!%VVW+;6W^inS!jVOu?HJFw|lh|!`dDv-n z9z~&60o(yG&OcXEZ!~%0jH1fn-TLVWQQG9|CzXQTh?OpBavK3#} ztH^4qgH64QxTqZTp4z>h6fSNizoLLNr=kpT)X2rw@5Lg^LYt_sk|wQ6#ZCvX%KBVn zk5#nZakGua4pK&{M{z?z`rwZl7 zXh17NTO6}9vX*u^NsJgpEj#fguQ)%&dI43Ml|Fq~x6|W$s)cz>qggx4CSt*~i}QQ6 z7DJ_7!7Ax579<@4ksdVPM|xlKRj!9OJT_5=qJ>hX+JQM&vS~RR!L>}Saw4=6k#uzF z-s;pEY7x_s;FU8^|95_@0iI0_xx9l5DrT$a#Y=O10+$2*Lqh}#K@~TU?R*)ju(Q>c zv@l)HBrMbXEvrAQN`Jv9(s?p?`i=4Z>=W!1Ep}3WyKeRb=&Zf%7dheiy{FZhQJ36f zK6JJE&5!$cUo)O>T`Iezc}qQH#X>vnu0^`-S)bN%1ey;*B#{o4FP5-NRYK?SznU&k zg-CV*H3`@&$MKRe2j#6fC(Q^HZXn}=`$KB~lz0F=(}f7ET&pD*p%XUv`ivTgME-xN zwf?9H{#IN6S4|9yO$S>z)$#M+UBaegTATc&Pb3q zFc}xr)x!;2q?7vqritfumR@5 z3WYRju*BVGm08kLa$aJkhbmM9ho(Pxheh>6;Lah-4LPY=oI3yNAmXWK3EfC>k zhB3-Ba2(~$Zz{tXW%M6LrBD%eAfSP0z^28N@(;h@-3*f;E2AM}z68Jl2gaxkG-NH##HB1bpp*!Vj(?S^t6IX*CFA~5}8_$uQeFfTCLcAac0=+hu1M_!Z$SmQ_BDh92k%% z-&F!mT-f!)$m10^j(QhVU?0eUF15hn;qM8S0LGpYDuTQ6jnfmycu^WKAHWeUpd{+J zZ*qg>1So))HC%y{g1O7}!dOh}+KVQ9TUHuAEMZUpxzGl@Q31+u0TGUzT7n9uLQL3Y z!I2AXq&pxjfj|V*1juP|j)<6;zCtTNa}5hL{PxeaVH5i`Y+Br11=V7WS-uG;SXelL zw=MF?K}*ANz^qvI9|A)pJAogJwl)=i(Y8<*p?KXbAL;h;m_Pt5|<*P>Dr z;;KLiqS1i8{Qe;j3>I|brmMssKEb-tJ7*jfOm%P?!@F_QRi*P! z&feY144nTukTyXl`#=!D2iCu|{}q7YKSl^d{BPg?oks)>r|;@)Yzs_}U2Wl*NPoHg zjs|f5=kY&q{(rcL0iZg|@PhQ_X09$EM`>>70wX2t01;qu@qgDDY0}=z+8F3*?9Kk? zwTlBEBZyWHtQdsd%FNCgo&zuL)@J7aKGUmn-$zh23pU}}Q!f~ZmmW{?}u6$qInIG4|fXN%;3>wtwog5cxbU{6AT zpjds|dCPYB>lZ8lv5Bkmb(7*{gF6@+J_8+@iz~djVRjfc8@S;TmL~>R0qX|X0n>wo zU}gHRFYC1qbP3$X{QLZm3=?5x;IY8@|GJ$9R$oBz{}c741Z{5$s}MMTw>_+1;Q1b4 z^MYHhUx0o@0|F7C0hCySK)4jZxeEfh2ZjrOD+Iy=9uLRQ2kgrbh#(lcJh8x@0P=xA z2Uy9w3er6A2mLA70({3nDggO$kkWyVB`C8AfoOz4Abg4-PYGaaK=K6%#Dgaoxq?6f zSg?d33(nyn!Rq-8qydmZK>}}~kf$I4ZkfXJumg5|oFEyynYkK+v!1;<{0y>?+kX#V uFyx($ot$7J?9ahweLY9em$*8@0#ce8!wbWLLX?c%E%>=O1UR@jIsYFCf@(\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "

<xarray.DataArray 'vcp_time' (vcp_time: 847)> Size: 7kB\n",
+       "array(['2022-06-01T00:00:11.780999936', '2022-06-01T00:05:21.983000064',\n",
+       "       '2022-06-01T00:10:31.363000064', ..., '2022-06-04T23:35:11.759000064',\n",
+       "       '2022-06-04T23:40:16.840999936', '2022-06-04T23:45:33.212000000'],\n",
+       "      dtype='datetime64[ns]')\n",
+       "Coordinates:\n",
+       "    altitude   float64 8B ...\n",
+       "    crs_wkt    int64 8B ...\n",
+       "    latitude   float64 8B ...\n",
+       "    longitude  float64 8B ...\n",
+       "  * vcp_time   (vcp_time) datetime64[ns] 7kB 2022-06-01T00:00:11.780999936 .....
" + ], + "text/plain": [ + " Size: 7kB\n", + "array(['2022-06-01T00:00:11.780999936', '2022-06-01T00:05:21.983000064',\n", + " '2022-06-01T00:10:31.363000064', ..., '2022-06-04T23:35:11.759000064',\n", + " '2022-06-04T23:40:16.840999936', '2022-06-04T23:45:33.212000000'],\n", + " dtype='datetime64[ns]')\n", + "Coordinates:\n", + " altitude float64 8B ...\n", + " crs_wkt int64 8B ...\n", + " latitude float64 8B ...\n", + " longitude float64 8B ...\n", + " * vcp_time (vcp_time) datetime64[ns] 7kB 2022-06-01T00:00:11.780999936 ....." + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dt[\"sweep_0\"].to_dataset().vcp_time # .sel(vcp_time=\"2022-06-01\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f167978a-cb26-48c7-9f08-bb0bb1cee53e", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.4" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 513706987d16ccab1e623529310214b3626e39ce Mon Sep 17 00:00:00 2001 From: aladinor Date: Wed, 29 Jan 2025 14:14:13 -0600 Subject: [PATCH 02/18] reformating using black --- raw2zarr/dtree_io.py | 7 ++-- raw2zarr/main.py | 32 ++++++++++++----- raw2zarr/task2zarr.py | 7 ++-- raw2zarr/zarr_writer.py | 76 +++++++++++++++++++++++++++++++++++++++++ test/conftest.py | 7 ++-- 5 files changed, 110 insertions(+), 19 deletions(-) diff --git a/raw2zarr/dtree_io.py b/raw2zarr/dtree_io.py index af155fc..9a6026e 100644 --- a/raw2zarr/dtree_io.py +++ b/raw2zarr/dtree_io.py @@ -101,9 +101,10 @@ def _decompress(gz_file: str) -> DataTree: DataTree The loaded radar data. """ - with gzip.open(gz_file, "rb") as gz, tempfile.NamedTemporaryFile( - delete=False - ) as temp_file: + with ( + gzip.open(gz_file, "rb") as gz, + tempfile.NamedTemporaryFile(delete=False) as temp_file, + ): temp_file.write(gz.read()) temp_file_path = temp_file.name return temp_file_path diff --git a/raw2zarr/main.py b/raw2zarr/main.py index 65c3c59..29b8218 100644 --- a/raw2zarr/main.py +++ b/raw2zarr/main.py @@ -2,7 +2,7 @@ from datetime import datetime from raw2zarr.dtree_builder import append_sequential, append_parallel -from raw2zarr.utils import timer_func, create_query +from raw2zarr.utils import timer_func, create_query, prepare2read def get_radar_files(engine): @@ -22,27 +22,41 @@ def get_radar_files(engine): return radar_files, zs, "iris" elif engine == "nexradlevel2": # NEXRAD - zs = "../zarr/nexrad2.zarr" - query = f"2023/06/29/KILX/KILX" + radar = "KVNX" + zs = f"../zarr/{radar}_sail.zarr" + query = f"2012/01/29/{radar}/{radar}" str_bucket = "s3://noaa-nexrad-level2/" radar_files = [f"s3://{i}" for i in sorted(fs.glob(f"{str_bucket}{query}*"))] - radar_files = radar_files[110:200] + radar_files = radar_files return radar_files, zs, "nexradlevel2" @timer_func def main(): + # IRIS Colombia radar_files, zs, engine = get_radar_files("iris") # NEXRAD - # radar_files, zs, engine = get_radar_files('nexradlevel2') - + radar_files, zs, engine = get_radar_files("nexradlevel2") + # radar_fil es = [ + # # 's3://noaa-nexrad-level2/2023/06/29/KILX/KILX20230629_154426_V06', + # # 's3://noaa-nexrad-level2/2023/06/29/KILX/KILX20230629_154815_V06', + # # # 's3://noaa-nexrad-level2/2023/06/29/KILX/KILX20230629_155154_V06', + # # # 's3://noaa-nexrad-level2/2023/06/29/KILX/KILX20230629_155533_V06', + # # # 's3://noaa-nexrad-level2/2023/06/29/KILX/KILX20230629_155912_V06', + # # 's3://noaa-nexrad-level2/2023/06/29/KILX/KILX20230629_155912_V06_MDM', + # 's3://noaa-nexrad-level2/2023/06/29/KILX/KILX20230629_160251_V06', + # 's3://noaa-nexrad-level2/2023/06/29/KILX/KILX20230629_160643_V06', + # 's3://noaa-nexrad-level2/2023/06/29/KILX/KILX20230629_161058_V06', + # 's3://noaa-nexrad-level2/2023/06/29/KILX/KILX20230629_161526_V06' ### SAIL mode enabled + # ] zarr_format = 2 append_dim = "vcp_time" - # append_sequential(radar_files, zarr_store=zs, append_dim=append_dim, zarr_format=zarr_format) - append_parallel( - radar_files, + # append_parallel( + append_sequential( + radar_files, # [1:4], + # ["s3://noaa-nexrad-level2/2023/06/29/KILX/KILX20230629_124851_V06"], zarr_store=zs, append_dim=append_dim, zarr_format=zarr_format, diff --git a/raw2zarr/task2zarr.py b/raw2zarr/task2zarr.py index 7956720..cc162de 100644 --- a/raw2zarr/task2zarr.py +++ b/raw2zarr/task2zarr.py @@ -8,8 +8,8 @@ fix_angle, write_file_radar, load_toml, - time_encoding, - exp_dim + dtree_encoding, + exp_dim, ) @@ -95,7 +95,6 @@ def prepare2append(dt: DataTree, append_dim: str, radar_name: str = "GUA") -> Da return DataTree.from_dict(tree) - def dt2zarr2( dt: DataTree, zarr_store: str, @@ -123,7 +122,7 @@ def dt2zarr2( ds = node.to_dataset() group_path = node.path if group_path.startswith("/sweep"): - encoding = time_encoding(ds, append_dim) + encoding = dtree_encoding(ds, append_dim) else: encoding = {} try: diff --git a/raw2zarr/zarr_writer.py b/raw2zarr/zarr_writer.py index e69de29..b022f40 100644 --- a/raw2zarr/zarr_writer.py +++ b/raw2zarr/zarr_writer.py @@ -0,0 +1,76 @@ +from collections.abc import Mapping, MutableMapping +from os import PathLike +from typing import Any, Literal + +from xarray import DataTree +from xarray.core.types import ZarrWriteModes + + +def dtree2zarr( + dt: DataTree, + store: MutableMapping | str | PathLike[str], + mode: ZarrWriteModes = "w-", + encoding: Mapping[str, Any] | None = None, + consolidated: bool = True, + group: str | None = None, + write_inherited_coords: bool = False, + compute: Literal[True] = True, + **kwargs, +): + """This function creates an appropriate datastore for writing a datatree + to a zarr store. + + See `DataTree.to_zarr` for full API docs. + """ + + from zarr import consolidate_metadata + + if group is not None: + raise NotImplementedError( + "specifying a root group for the tree has not been implemented" + ) + + if not compute: + raise NotImplementedError("compute=False has not been implemented yet") + + if encoding is None: + encoding = {} + + # In the future, we may want to expand this check to insure all the provided encoding + # options are valid. For now, this simply checks that all provided encoding keys are + # groups in the datatree. + if set(encoding) - set(dt.groups): + raise ValueError( + f"unexpected encoding group name(s) provided: {set(encoding) - set(dt.groups)}" + ) + append_dim = kwargs.pop("append_dim", None) + for node in dt.subtree: + at_root = node is dt + if node.is_empty | node.is_root: + continue + ds = node.to_dataset(inherit=write_inherited_coords or at_root) + group_path = None if at_root else "/" + node.relative_to(dt) + try: + ds.to_zarr( + store, + group=group_path, + mode=mode, + consolidated=False, + append_dim=append_dim, + **kwargs, + ) + except ValueError as e: + ds.to_zarr( + store, + group=group_path, + mode="a-", + encoding=encoding.get(node.path), + consolidated=False, + **kwargs, + ) + + if "w" in mode: + mode = "a" + + if consolidated: + consolidate_metadata(store) diff --git a/test/conftest.py b/test/conftest.py index 77f09be..632dbf8 100644 --- a/test/conftest.py +++ b/test/conftest.py @@ -14,9 +14,10 @@ def nexrad_local_str_file(tmp_path_factory): with fsspec.open(aws_url, anon=True) as s3_file: with open(local_path, "wb") as local_file: local_file.write(s3_file.read()) - with gzip.open(str(local_path), "rb") as gz, tempfile.NamedTemporaryFile( - delete=False - ) as temp_file: + with ( + gzip.open(str(local_path), "rb") as gz, + tempfile.NamedTemporaryFile(delete=False) as temp_file, + ): temp_file.write(gz.read()) temp_file_path = temp_file.name return temp_file_path From 2ffddf4f33dac5107fc69f1330f791bc2e098529 Mon Sep 17 00:00:00 2001 From: aladinor Date: Wed, 29 Jan 2025 14:30:16 -0600 Subject: [PATCH 03/18] reformating using black --- delete.py | 53 ---------------------------- notebooks/1.Sigmet2Zarr.ipynb | 9 +---- notebooks/NexRad2Zarr.ipynb | 5 ++- notebooks/Poster.ipynb | 2 +- notebooks/RYZHKOV-QVP.ipynb | 2 -- raw2zarr/__init__.py | 4 +++ raw2zarr/create_dataset.py | 65 ----------------------------------- raw2zarr/dtree_builder.py | 1 - raw2zarr/main.py | 4 +-- raw2zarr/utils.py | 8 ++--- raw2zarr/zarr_writer.py | 2 +- test/tests_dtree_io.py | 2 +- upload.sh | 21 +++++++++++ 13 files changed, 37 insertions(+), 141 deletions(-) delete mode 100644 delete.py delete mode 100644 raw2zarr/create_dataset.py create mode 100644 upload.sh diff --git a/delete.py b/delete.py deleted file mode 100644 index 24ac28d..0000000 --- a/delete.py +++ /dev/null @@ -1,53 +0,0 @@ -import fsspec -import xradar as xd -import pyart -from xarray import DataTree -import xarray as xr -from time import time -import s3fs - - -def main(): - print(xr.__version__) - st = time() - ## S3 bucket connection - URL = "https://js2.jetstream-cloud.org:8001/" - path = f"pythia/radar/erad2024" - fs = s3fs.S3FileSystem(anon=True, client_kwargs=dict(endpoint_url=URL)) - file = s3fs.S3Map(f"{path}/zarr_radar/Guaviare_test.zarr", s3=fs) - - # opening datatree stored in zarr - dtree = xr.backends.api.open_datatree( - file, engine="zarr", consolidated=True, chunks={} - ) - print(f"total time: {time() -st}") - - -def open_dtree(): - st = time() - print(xr.__version__) - path = "/media/alfonso/drive/Alfonso/python/raw2zarr/zarr/Guaviare_V2.zarr" - # path = "/media/alfonso/drive/Alfonso/python/raw2zarr/zarr/nexrad2.zarr" - dt = xr.open_datatree( - path, - engine="zarr", - consolidated=True, - chunks={}, - # group="sweep_0" - ) - print(f"total time: {time() -st}") - - -if __name__ == "__main__": - # open_dtree() - - file = "s3://noaa-nexrad-level2/2023/06/29/KILX/KILX20230629_124851_V06" - file = "s3://noaa-nexrad-level2/2024/06/29/KILX/KILX20230629_120200_V06" - local_file = fsspec.open_local( - f"simplecache::s3://{file}", - s3={"anon": True}, - filecache={"cache_storage": "."}, - ) - # - # radar = pyart.io.read_nexrad_archive(local_file) - dtree = xd.io.open_nexradlevel2_datatree(local_file) diff --git a/notebooks/1.Sigmet2Zarr.ipynb b/notebooks/1.Sigmet2Zarr.ipynb index 37bce59..14cac96 100755 --- a/notebooks/1.Sigmet2Zarr.ipynb +++ b/notebooks/1.Sigmet2Zarr.ipynb @@ -624,15 +624,8 @@ "source": [ "import xradar as xd\n", "import fsspec\n", - "import datatree\n", "import numpy as np\n", - "import pyproj\n", - "import holoviews as hv\n", - "import hvplot\n", - "import hvplot.xarray\n", "from datetime import datetime\n", - "from wradlib.georef import epsg_to_osr, georeference\n", - "from cartopy import crs as ccrs\n", "from sigmet2zarr.utils import batch, create_query, data_accessor, make_dir\n", "from sigmet2zarr.task2zarr import prepare2append, dt2zarr2\n", "from xarray.backends.api import open_datatree\n", @@ -2187,7 +2180,7 @@ " y=\"y\",\n", " cmap=\"ChaseSpectral\",\n", " clabel=\"Horizontal Reflectivity (dBZ)\",\n", - " title=f\"Carimagua Radar\",\n", + " title=\"Carimagua Radar\",\n", " clim=(-20, 60),\n", " height=540,\n", " rasterize=True,\n", diff --git a/notebooks/NexRad2Zarr.ipynb b/notebooks/NexRad2Zarr.ipynb index 053e4b1..905d09e 100644 --- a/notebooks/NexRad2Zarr.ipynb +++ b/notebooks/NexRad2Zarr.ipynb @@ -636,8 +636,7 @@ "source": [ "import xarray as xr\n", "import fsspec\n", - "from raw2zarr.dtree_builder import append_parallel\n", - "import hvplot.xarray" + "from raw2zarr.dtree_builder import append_parallel" ] }, { @@ -34192,7 +34191,7 @@ " y=\"y\",\n", " cmap=\"ChaseSpectral\",\n", " clabel=\"Horizontal Reflectivity (dBZ)\",\n", - " title=f\"Carimagua Radar\",\n", + " title=\"Carimagua Radar\",\n", " clim=(-20, 60),\n", " height=540,\n", " rasterize=True,\n", diff --git a/notebooks/Poster.ipynb b/notebooks/Poster.ipynb index 6020a81..c6987d8 100644 --- a/notebooks/Poster.ipynb +++ b/notebooks/Poster.ipynb @@ -12,7 +12,7 @@ "import cartopy.crs as ccrs\n", "import xradar as xd\n", "from xarray.backends.api import open_datatree\n", - "from dask.distributed import Client, LocalCluster" + "from dask.distributed import LocalCluster" ] }, { diff --git a/notebooks/RYZHKOV-QVP.ipynb b/notebooks/RYZHKOV-QVP.ipynb index ca66809..32d69ff 100644 --- a/notebooks/RYZHKOV-QVP.ipynb +++ b/notebooks/RYZHKOV-QVP.ipynb @@ -653,12 +653,10 @@ "import gzip\n", "import tempfile\n", "import xarray as xr\n", - "import cmweather\n", "import numpy as np\n", "import xradar\n", "import pandas as pd\n", "import matplotlib.pyplot as plt\n", - "import hvplot.xarray\n", "import fsspec\n", "from dask.distributed import Client, LocalCluster" ] diff --git a/raw2zarr/__init__.py b/raw2zarr/__init__.py index 5b50f31..34563e3 100644 --- a/raw2zarr/__init__.py +++ b/raw2zarr/__init__.py @@ -28,4 +28,8 @@ "fix_angle", "batch", "dtree_encoding", + "process_file", + "prepare2read", + "_load_file", + "dtree2zarr", ] diff --git a/raw2zarr/create_dataset.py b/raw2zarr/create_dataset.py deleted file mode 100644 index 83a8b62..0000000 --- a/raw2zarr/create_dataset.py +++ /dev/null @@ -1,65 +0,0 @@ -from datetime import datetime - -from sigmet2zarr.utils import ( - create_query, - check_if_exist, - timer_func, - batch, - data_accessor, -) -from sigmet2zarr.task2zarr import prepare2append, dt2zarr2 -import fsspec -import xradar as xd -import dask.bag as db -from dask.distributed import Client, LocalCluster - - -def accessor_wrapper(filename): - return prepare2append( - xd.io.open_iris_datatree(data_accessor(filename)), - append_dim="vcp_time", - radar_name="GUA", - ) - - -@timer_func -def radar_convert(): - cluster = LocalCluster(dashboard_address="127.0.0.1:8785") - client = Client(cluster) - radar_name = "Guaviare" - v = 2 - consolidated = False if v == 3 else True - zarr_store = f"../zarr/{radar_name}_test.zarr" - year, months, days = 2022, range(6, 7), range(1, 5) # Guaviare - # year, months, days = 2022, range(3, 4), range(3, 4) - for month in months: - for day in days: - date_query = datetime(year=year, month=month, day=day) - query = create_query(date=date_query, radar_site=radar_name) - str_bucket = "s3://s3-radaresideam/" - fs = fsspec.filesystem("s3", anon=True) - x - radar_files = [ - f"s3://{i}" for i in sorted(fs.glob(f"{str_bucket}{query}*")) - ][:30] - for files in batch(radar_files, n=12): - bag = db.from_sequence(files, npartitions=len(files)).map( - accessor_wrapper - ) - ls_dtree = bag.compute() - for dtree in ls_dtree: - dt2zarr2( - dtree, - zarr_store=zarr_store, - zarr_version=v, - append_dim="vcp_time", - consolidated=consolidated, - ) - - -def main(): - radar_convert() - - -if __name__ == "__main__": - main() diff --git a/raw2zarr/dtree_builder.py b/raw2zarr/dtree_builder.py index 872cb4a..2fc30f5 100644 --- a/raw2zarr/dtree_builder.py +++ b/raw2zarr/dtree_builder.py @@ -5,7 +5,6 @@ import xarray as xr import pandas as pd -from requests.utils import parse_dict_header from xarray import DataTree from xarray.backends.common import _normalize_path diff --git a/raw2zarr/main.py b/raw2zarr/main.py index 29b8218..39c39d3 100644 --- a/raw2zarr/main.py +++ b/raw2zarr/main.py @@ -1,8 +1,8 @@ import fsspec from datetime import datetime -from raw2zarr.dtree_builder import append_sequential, append_parallel -from raw2zarr.utils import timer_func, create_query, prepare2read +from raw2zarr.dtree_builder import append_sequential +from raw2zarr.utils import timer_func, create_query def get_radar_files(engine): diff --git a/raw2zarr/utils.py b/raw2zarr/utils.py index 3c3a73a..f935636 100644 --- a/raw2zarr/utils.py +++ b/raw2zarr/utils.py @@ -47,9 +47,9 @@ def batch(iterable: List[Any], n: int = 1) -> Iterator[List[Any]]: >>> list(batch(['a', 'b', 'c', 'd'], n=3)) [['a', 'b', 'c'], ['d']] """ - l = len(iterable) - for ndx in range(0, l, n): - yield iterable[ndx : min(ndx + n, l)] + length = len(iterable) + for ndx in range(0, length, n): + yield iterable[ndx : min(ndx + n, length)] def timer_func(func): @@ -171,7 +171,7 @@ def check_if_exist(file: str, path: str = "../results") -> bool: return False -def write_file_radar(file: str, path: str = f"../results") -> None: +def write_file_radar(file: str, path: str = "../results") -> None: """ Write a new line with the radar filename converted. This is intended to create a checklist to avoid file reprocessing diff --git a/raw2zarr/zarr_writer.py b/raw2zarr/zarr_writer.py index b022f40..0d9f927 100644 --- a/raw2zarr/zarr_writer.py +++ b/raw2zarr/zarr_writer.py @@ -59,7 +59,7 @@ def dtree2zarr( append_dim=append_dim, **kwargs, ) - except ValueError as e: + except ValueError: ds.to_zarr( store, group=group_path, diff --git a/test/tests_dtree_io.py b/test/tests_dtree_io.py index 5b0a142..346077b 100644 --- a/test/tests_dtree_io.py +++ b/test/tests_dtree_io.py @@ -1,5 +1,5 @@ import pytest -from raw2zarr.dtree_io import iris_loader, nexradlevel2_loader +from raw2zarr.dtree_io import nexradlevel2_loader from xarray import DataTree diff --git a/upload.sh b/upload.sh new file mode 100644 index 0000000..71eba40 --- /dev/null +++ b/upload.sh @@ -0,0 +1,21 @@ +#!/bin/bash + +# Set your source directory and destination bucket +SOURCE_DIR="/media/alfonso/drive/Alfonso/python/raw2zarr/zarr/Guaviare_test.zarr" +DEST_BUCKET="sj://dtree-zarr/Guaviare.zarr" + +# Function to recursively upload files +upload_files() { + for file in "$1"/*; do + if [ -d "$file" ]; then + # If it's a directory, recursively upload + upload_files "$file" + else + # If it's a file, upload it + uplink cp "$file" "$DEST_BUCKET/${file#$SOURCE_DIR/}" + fi + done +} + +# Call the function to start uploading +upload_files "$SOURCE_DIR" From a3f40aeeceec4f077de99b036985b5b1e4364a0f Mon Sep 17 00:00:00 2001 From: aladinor Date: Wed, 29 Jan 2025 14:34:49 -0600 Subject: [PATCH 04/18] adding multiple versions of python --- environment.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/environment.yml b/environment.yml index b49c0ad..6d15ca0 100755 --- a/environment.yml +++ b/environment.yml @@ -3,7 +3,7 @@ channels: - conda-forge - nodefaults dependencies: - - python>=3.12 + - python >=3.10,<3.13 - mamba - cartopy - fsspec From dd6c2fd9a4c570aa652d31bcaca1f843d6605d9d Mon Sep 17 00:00:00 2001 From: aladinor Date: Wed, 29 Jan 2025 14:36:59 -0600 Subject: [PATCH 05/18] allowing only python 3.12 --- .github/workflows/ci.yml | 2 +- environment.yml | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 17da89a..83f9906 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -39,7 +39,7 @@ jobs: strategy: fail-fast: false matrix: - python-version: [ "3.10", "3.12" ] + python-version: [ "3.12" ] numpy-version: [ "1", "2" ] steps: - uses: actions/checkout@v4 diff --git a/environment.yml b/environment.yml index 6d15ca0..b6c4fc1 100755 --- a/environment.yml +++ b/environment.yml @@ -3,7 +3,7 @@ channels: - conda-forge - nodefaults dependencies: - - python >=3.10,<3.13 + - python=3.12 - mamba - cartopy - fsspec From 3e8642a85c86c3f774c1aa3cae7c1ce8d3040269 Mon Sep 17 00:00:00 2001 From: aladinor Date: Wed, 29 Jan 2025 14:42:45 -0600 Subject: [PATCH 06/18] adding package version --- raw2zarr/__init__.py | 1 + 1 file changed, 1 insertion(+) diff --git a/raw2zarr/__init__.py b/raw2zarr/__init__.py index 34563e3..3aa4ebe 100644 --- a/raw2zarr/__init__.py +++ b/raw2zarr/__init__.py @@ -8,6 +8,7 @@ __author__ = """Alfonso Ladino""" __email__ = "alfonso8@illinois.edu" +__version__ = "2025.1.0." from .dtree_builder import ( datatree_builder, From 66c3f38dbc7476acc5c9cf893d48eee1e692cc00 Mon Sep 17 00:00:00 2001 From: aladinor Date: Wed, 29 Jan 2025 14:43:32 -0600 Subject: [PATCH 07/18] fixing error when printing raw2zarr version --- .github/workflows/ci.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 83f9906..5200f26 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -61,7 +61,7 @@ jobs: python -m pip install . --no-deps - name: Version Info run: | - python -c "import raw2zarr; print(xradar.version.version)" + python -c "import raw2zarr; print(raw2zarr.__version__)" - name: Test with pytest run: | pytest -n auto --dist loadfile --verbose --durations=15 --cov-report xml:coverage_unit.xml --cov=xradar --pyargs tests From 96ea2ff5277cf1e8bfadd9226eba8025646f3433 Mon Sep 17 00:00:00 2001 From: aladinor Date: Wed, 29 Jan 2025 14:45:26 -0600 Subject: [PATCH 08/18] adding pytest to env.yml file --- .github/workflows/ci.yml | 2 +- environment.yml | 1 + 2 files changed, 2 insertions(+), 1 deletion(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 5200f26..5421000 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -64,7 +64,7 @@ jobs: python -c "import raw2zarr; print(raw2zarr.__version__)" - name: Test with pytest run: | - pytest -n auto --dist loadfile --verbose --durations=15 --cov-report xml:coverage_unit.xml --cov=xradar --pyargs tests + pytest -n auto --dist loadfile --verbose --durations=15 --cov-report xml:coverage_unit.xml --cov=raw2zarr --pyargs tests - name: Upload coverage to Codecov uses: codecov/codecov-action@v4 with: diff --git a/environment.yml b/environment.yml index b6c4fc1..f83c8ed 100755 --- a/environment.yml +++ b/environment.yml @@ -21,6 +21,7 @@ dependencies: - hvplot - datashader - xarray<2025.0 + - pytest - pip - pip: - . From 38fd6cc3da5e201a9264b4c9197f457a3d1cc32d Mon Sep 17 00:00:00 2001 From: aladinor Date: Wed, 29 Jan 2025 14:49:31 -0600 Subject: [PATCH 09/18] adding other pytest dependencies --- environment.yml | 2 ++ 1 file changed, 2 insertions(+) diff --git a/environment.yml b/environment.yml index f83c8ed..f570b89 100755 --- a/environment.yml +++ b/environment.yml @@ -22,6 +22,8 @@ dependencies: - datashader - xarray<2025.0 - pytest + - pytest-xdist + - pytest-cov - pip - pip: - . From a98aecd93fda38af10d61751067313f348eff8f3 Mon Sep 17 00:00:00 2001 From: aladinor Date: Wed, 29 Jan 2025 14:52:32 -0600 Subject: [PATCH 10/18] adding pytest to env.yml file --- .github/workflows/ci.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 5421000..72bad3a 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -21,7 +21,7 @@ jobs: - name: Install dependencies run: | python -m pip install --upgrade pip - pip install black black[jupyter] ruff + pip install black black[jupyter] ruff pytest pytest-xdist pytest-cov - name: Black style check run: | black --check . From 606040a9054b8850ba091beae0338a3369ef8181 Mon Sep 17 00:00:00 2001 From: aladinor Date: Wed, 29 Jan 2025 14:56:54 -0600 Subject: [PATCH 11/18] adding more pytest dependencies --- environment.yml | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/environment.yml b/environment.yml index f570b89..efcc06e 100755 --- a/environment.yml +++ b/environment.yml @@ -22,8 +22,10 @@ dependencies: - datashader - xarray<2025.0 - pytest - - pytest-xdist - pytest-cov + - pytest-doctestplus + - pytest-sugar + - pytest-xdist - pip - pip: - . From b8c4095359bd430e6cdf1e54634609ffac7998df Mon Sep 17 00:00:00 2001 From: aladinor Date: Wed, 29 Jan 2025 15:03:35 -0600 Subject: [PATCH 12/18] adding new task to install pytest dependencies at each worker --- .github/workflows/ci.yml | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 72bad3a..ccadf53 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -21,7 +21,7 @@ jobs: - name: Install dependencies run: | python -m pip install --upgrade pip - pip install black black[jupyter] ruff pytest pytest-xdist pytest-cov + pip install black black[jupyter] ruff - name: Black style check run: | black --check . @@ -59,12 +59,16 @@ jobs: - name: Install raw2zarr run: | python -m pip install . --no-deps + - name: Install Test Dependencies + run: | + python -m pip install --upgrade pip + pip install pytest pytest-xdist pytest-cov - name: Version Info run: | python -c "import raw2zarr; print(raw2zarr.__version__)" - name: Test with pytest run: | - pytest -n auto --dist loadfile --verbose --durations=15 --cov-report xml:coverage_unit.xml --cov=raw2zarr --pyargs tests + pytest -n auto --dist loadfile --verbose --durations=15 --cov-report xml:coverage_unit.xml --cov=raw2zarr --cov-append - name: Upload coverage to Codecov uses: codecov/codecov-action@v4 with: From 397cf6f6636370bbab2e89ce95341e64cf7258f8 Mon Sep 17 00:00:00 2001 From: aladinor Date: Wed, 29 Jan 2025 15:05:12 -0600 Subject: [PATCH 13/18] adding path to test folder --- pyproject.toml | 3 +++ 1 file changed, 3 insertions(+) diff --git a/pyproject.toml b/pyproject.toml index 212a138..361fe3b 100755 --- a/pyproject.toml +++ b/pyproject.toml @@ -8,6 +8,9 @@ description = "Package for convertir Sigmet radar files into zarr format" version = "2025.0.0.1" requires-python = ">=3.9" +[tool.pytest.ini_options] +testpaths = ["tests"] + [tool.setuptools.packages.find] include = ['raw2zarr'] exclude = ["data", "notebooks"] From bd50c4917fbabb3b5661f0c090739ff410512dc2 Mon Sep 17 00:00:00 2001 From: aladinor Date: Wed, 29 Jan 2025 15:10:49 -0600 Subject: [PATCH 14/18] adding ruff options and renaming tests folder --- .gitignore | 2 +- pyproject.toml | 34 +++++++++++++++++++++++++++++++ {test => tests}/__init__.py | 2 +- {test => tests}/conftest.py | 0 {test => tests}/tests_dtree_io.py | 0 5 files changed, 36 insertions(+), 2 deletions(-) rename {test => tests}/__init__.py (78%) rename {test => tests}/conftest.py (100%) rename {test => tests}/tests_dtree_io.py (100%) diff --git a/.gitignore b/.gitignore index 95364d1..2ce81a6 100644 --- a/.gitignore +++ b/.gitignore @@ -36,7 +36,7 @@ MANIFEST pip-log.txt pip-delete-this-directory.txt -# Unit test / coverage reports +# Unit tests / coverage reports htmlcov/ .tox/ .nox/ diff --git a/pyproject.toml b/pyproject.toml index 361fe3b..e4d41a6 100755 --- a/pyproject.toml +++ b/pyproject.toml @@ -14,3 +14,37 @@ testpaths = ["tests"] [tool.setuptools.packages.find] include = ['raw2zarr'] exclude = ["data", "notebooks"] + +[tool.black] +target-version = ["py39"] +line-length = 88 + +[tool.ruff] +target-version = "py39" +builtins = ["ellipsis"] +exclude = [ + ".eggs", + "doc", +] + + +[tool.ruff.lint] +# E402: module level import not at top of file +# E501: line too long - let black worry about that +# E731: do not assign a lambda expression, use a def +ignore = [ + "E402", + "E501", + "E731", +] +select = [ + # Pyflakes + "F", + # Pycodestyle + "E", + "W", + # isort + "I", + # Pyupgrade + "UP", +] diff --git a/test/__init__.py b/tests/__init__.py similarity index 78% rename from test/__init__.py rename to tests/__init__.py index f4a2416..09460a5 100644 --- a/test/__init__.py +++ b/tests/__init__.py @@ -2,4 +2,4 @@ # Copyright (c) 2025, developed by Alfonso Ladino-Rincon. # Distributed under the MIT License. See LICENSE for more info. -"""Unit test package for raw2zarr.""" +"""Unit tests package for raw2zarr.""" diff --git a/test/conftest.py b/tests/conftest.py similarity index 100% rename from test/conftest.py rename to tests/conftest.py diff --git a/test/tests_dtree_io.py b/tests/tests_dtree_io.py similarity index 100% rename from test/tests_dtree_io.py rename to tests/tests_dtree_io.py From ef8b0c9a5a1cefa9b1d36de38fac9b91955f0bd0 Mon Sep 17 00:00:00 2001 From: aladinor Date: Wed, 29 Jan 2025 15:13:36 -0600 Subject: [PATCH 15/18] renaming test --- tests/{tests_dtree_io.py => test_dtree_io.py} | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename tests/{tests_dtree_io.py => test_dtree_io.py} (100%) diff --git a/tests/tests_dtree_io.py b/tests/test_dtree_io.py similarity index 100% rename from tests/tests_dtree_io.py rename to tests/test_dtree_io.py From cdbdf8dfed7443e6cb5cde3a37762c11fca03cf4 Mon Sep 17 00:00:00 2001 From: aladinor Date: Wed, 29 Jan 2025 15:15:44 -0600 Subject: [PATCH 16/18] reformating using ruff --- tests/conftest.py | 5 +++-- tests/test_dtree_io.py | 3 ++- 2 files changed, 5 insertions(+), 3 deletions(-) diff --git a/tests/conftest.py b/tests/conftest.py index 632dbf8..6fe7e94 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -1,8 +1,9 @@ -import pytest -import fsspec import gzip import tempfile +import fsspec +import pytest + @pytest.fixture(scope="session") def nexrad_local_str_file(tmp_path_factory): diff --git a/tests/test_dtree_io.py b/tests/test_dtree_io.py index 346077b..5be8c21 100644 --- a/tests/test_dtree_io.py +++ b/tests/test_dtree_io.py @@ -1,7 +1,8 @@ import pytest -from raw2zarr.dtree_io import nexradlevel2_loader from xarray import DataTree +from raw2zarr.dtree_io import nexradlevel2_loader + @pytest.mark.parametrize( "nexradlevel2_files", From 02d9f9861d53b5f7f190842c5b95d431ca25dbf2 Mon Sep 17 00:00:00 2001 From: aladinor Date: Wed, 29 Jan 2025 15:22:01 -0600 Subject: [PATCH 17/18] reformating to pass all checks with ruff --- notebooks/1.Sigmet2Zarr.ipynb | 13 +++++++------ notebooks/NexRad2Zarr.ipynb | 3 ++- notebooks/Poster.ipynb | 8 ++++---- notebooks/RYZHKOV-QVP.ipynb | 11 ++++++----- raw2zarr/__init__.py | 8 ++++---- raw2zarr/dtree_builder.py | 17 +++++++++-------- raw2zarr/dtree_io.py | 11 ++++++----- raw2zarr/main.py | 5 +++-- raw2zarr/task2zarr.py | 15 ++++++++------- raw2zarr/utils.py | 21 ++++++++++----------- setup.py | 2 +- 11 files changed, 60 insertions(+), 54 deletions(-) diff --git a/notebooks/1.Sigmet2Zarr.ipynb b/notebooks/1.Sigmet2Zarr.ipynb index 14cac96..eb9dcb7 100755 --- a/notebooks/1.Sigmet2Zarr.ipynb +++ b/notebooks/1.Sigmet2Zarr.ipynb @@ -622,15 +622,16 @@ } ], "source": [ - "import xradar as xd\n", + "from datetime import datetime\n", + "\n", + "import dask.bag as db\n", "import fsspec\n", "import numpy as np\n", - "from datetime import datetime\n", + "import xradar as xd\n", + "from dask.distributed import Client, LocalCluster\n", + "from sigmet2zarr.task2zarr import dt2zarr2, prepare2append\n", "from sigmet2zarr.utils import batch, create_query, data_accessor, make_dir\n", - "from sigmet2zarr.task2zarr import prepare2append, dt2zarr2\n", - "from xarray.backends.api import open_datatree\n", - "import dask.bag as db\n", - "from dask.distributed import Client, LocalCluster" + "from xarray.backends.api import open_datatree" ] }, { diff --git a/notebooks/NexRad2Zarr.ipynb b/notebooks/NexRad2Zarr.ipynb index 905d09e..291eaae 100644 --- a/notebooks/NexRad2Zarr.ipynb +++ b/notebooks/NexRad2Zarr.ipynb @@ -634,8 +634,9 @@ } ], "source": [ - "import xarray as xr\n", "import fsspec\n", + "import xarray as xr\n", + "\n", "from raw2zarr.dtree_builder import append_parallel" ] }, diff --git a/notebooks/Poster.ipynb b/notebooks/Poster.ipynb index c6987d8..1836559 100644 --- a/notebooks/Poster.ipynb +++ b/notebooks/Poster.ipynb @@ -7,12 +7,12 @@ "metadata": {}, "outputs": [], "source": [ - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", "import cartopy.crs as ccrs\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", "import xradar as xd\n", - "from xarray.backends.api import open_datatree\n", - "from dask.distributed import LocalCluster" + "from dask.distributed import LocalCluster\n", + "from xarray.backends.api import open_datatree" ] }, { diff --git a/notebooks/RYZHKOV-QVP.ipynb b/notebooks/RYZHKOV-QVP.ipynb index 32d69ff..501173e 100644 --- a/notebooks/RYZHKOV-QVP.ipynb +++ b/notebooks/RYZHKOV-QVP.ipynb @@ -649,15 +649,16 @@ } ], "source": [ - "import os\n", "import gzip\n", + "import os\n", "import tempfile\n", - "import xarray as xr\n", + "\n", + "import fsspec\n", + "import matplotlib.pyplot as plt\n", "import numpy as np\n", - "import xradar\n", "import pandas as pd\n", - "import matplotlib.pyplot as plt\n", - "import fsspec\n", + "import xarray as xr\n", + "import xradar\n", "from dask.distributed import Client, LocalCluster" ] }, diff --git a/raw2zarr/__init__.py b/raw2zarr/__init__.py index 3aa4ebe..7c18318 100644 --- a/raw2zarr/__init__.py +++ b/raw2zarr/__init__.py @@ -11,13 +11,13 @@ __version__ = "2025.1.0." from .dtree_builder import ( - datatree_builder, - append_sequential, append_parallel, + append_sequential, + datatree_builder, process_file, ) -from .dtree_io import prepare2read, load_radar_data, _load_file -from .utils import ensure_dimension, fix_angle, batch, dtree_encoding +from .dtree_io import _load_file, load_radar_data, prepare2read +from .utils import batch, dtree_encoding, ensure_dimension, fix_angle from .zarr_writer import dtree2zarr __all__ = [ diff --git a/raw2zarr/dtree_builder.py b/raw2zarr/dtree_builder.py index 2fc30f5..45e8959 100644 --- a/raw2zarr/dtree_builder.py +++ b/raw2zarr/dtree_builder.py @@ -1,27 +1,27 @@ from __future__ import annotations -from typing import Iterable, List, Union import os +from collections.abc import Iterable -import xarray as xr import pandas as pd +import xarray as xr from xarray import DataTree from xarray.backends.common import _normalize_path # Relative imports from .dtree_io import load_radar_data from .utils import ( - ensure_dimension, - fix_angle, - dtree_encoding, batch, check_adaptative_scannig, + dtree_encoding, + ensure_dimension, + fix_angle, ) from .zarr_writer import dtree2zarr def datatree_builder( - filename_or_obj: Union[str, os.PathLike, Iterable[Union[str, os.PathLike]]], + filename_or_obj: str | os.PathLike | Iterable[str | os.PathLike], engine: str = "iris", append_dim: str = "vcp_time", ) -> DataTree: @@ -228,10 +228,11 @@ def append_parallel( ) """ + import gc from functools import partial + from dask import bag as db from dask.distributed import Client, LocalCluster - import gc cluster = LocalCluster(dashboard_address="127.0.0.1:8785", memory_limit="10GB") client = Client(cluster) @@ -242,7 +243,7 @@ def append_parallel( for radar_files_batch in batch(radar_files, n=batch_size): bag = db.from_sequence(radar_files_batch, npartitions=batch_size).map(pf) - ls_dtree: List[DataTree] = bag.compute() + ls_dtree: list[DataTree] = bag.compute() for dtree in ls_dtree: if dtree: dtree2zarr( diff --git a/raw2zarr/dtree_io.py b/raw2zarr/dtree_io.py index 9a6026e..69ab59d 100644 --- a/raw2zarr/dtree_io.py +++ b/raw2zarr/dtree_io.py @@ -1,13 +1,14 @@ from __future__ import annotations -import os + import gzip -import tempfile import logging +import os +import tempfile +from typing import Callable -import xradar as xd import fsspec +import xradar as xd from s3fs.core import S3File -from typing import Callable, Dict from xarray import DataTree # Relative imports @@ -17,7 +18,7 @@ SUPPORTED_ENGINES = {"iris", "nexradlevel2"} -ENGINE_REGISTRY: Dict[str, Callable] = {} +ENGINE_REGISTRY: dict[str, Callable] = {} def iris_loader(file: str | bytes | S3File) -> DataTree: diff --git a/raw2zarr/main.py b/raw2zarr/main.py index 39c39d3..3938132 100644 --- a/raw2zarr/main.py +++ b/raw2zarr/main.py @@ -1,8 +1,9 @@ -import fsspec from datetime import datetime +import fsspec + from raw2zarr.dtree_builder import append_sequential -from raw2zarr.utils import timer_func, create_query +from raw2zarr.utils import create_query, timer_func def get_radar_files(engine): diff --git a/raw2zarr/task2zarr.py b/raw2zarr/task2zarr.py index cc162de..f5876ba 100644 --- a/raw2zarr/task2zarr.py +++ b/raw2zarr/task2zarr.py @@ -1,16 +1,17 @@ -import zarr -import xradar as xd import numpy as np -from xarray import full_like, Dataset, DataTree -from zarr.errors import ContainsGroupError +import xradar as xd +from xarray import Dataset, DataTree, full_like + +import zarr from raw2zarr.utils import ( data_accessor, - fix_angle, - write_file_radar, - load_toml, dtree_encoding, exp_dim, + fix_angle, + load_toml, + write_file_radar, ) +from zarr.errors import ContainsGroupError def _get_root(dt: DataTree): diff --git a/raw2zarr/utils.py b/raw2zarr/utils.py index f935636..1a3b7fb 100644 --- a/raw2zarr/utils.py +++ b/raw2zarr/utils.py @@ -1,23 +1,22 @@ #!/usr/bin/env python -# -*- coding: utf-8 -*- +import bz2 +import gzip import os +from collections.abc import Iterator +from datetime import datetime, timezone +from time import time +from typing import Any -import xarray as xr -import xradar as xd import fsspec import numpy as np -from datetime import datetime, timezone import pandas as pd import tomllib -from time import time -from collections.abc import Iterator -from typing import Any, List +import xarray as xr +import xradar as xd from xarray import DataTree -import gzip -import bz2 -def batch(iterable: List[Any], n: int = 1) -> Iterator[List[Any]]: +def batch(iterable: list[Any], n: int = 1) -> Iterator[list[Any]]: """ Splits a list into consecutive chunks of size `n`. @@ -158,7 +157,7 @@ def check_if_exist(file: str, path: str = "../results") -> bool: file_path = f"{path}" file_name = f"{file_path}/{file.split('/')[-2]}_files.txt" try: - with open(file_name, "r", newline="\n") as txt_file: + with open(file_name, newline="\n") as txt_file: lines = txt_file.readlines() txt_file.close() _file = [i for i in lines if i.replace("\n", "") == file] diff --git a/setup.py b/setup.py index e1ab6a3..29ac38b 100644 --- a/setup.py +++ b/setup.py @@ -1,4 +1,4 @@ -from setuptools import setup, find_packages +from setuptools import find_packages, setup setup( name="raw2zarr", From 5a319493afd72e167ca8bed2597f0ec07a0ca630 Mon Sep 17 00:00:00 2001 From: aladinor Date: Wed, 29 Jan 2025 15:23:47 -0600 Subject: [PATCH 18/18] deleted unused files --- raw2zarr/task2zarr.py | 199 ------------------------------------------ 1 file changed, 199 deletions(-) delete mode 100644 raw2zarr/task2zarr.py diff --git a/raw2zarr/task2zarr.py b/raw2zarr/task2zarr.py deleted file mode 100644 index f5876ba..0000000 --- a/raw2zarr/task2zarr.py +++ /dev/null @@ -1,199 +0,0 @@ -import numpy as np -import xradar as xd -from xarray import Dataset, DataTree, full_like - -import zarr -from raw2zarr.utils import ( - data_accessor, - dtree_encoding, - exp_dim, - fix_angle, - load_toml, - write_file_radar, -) -from zarr.errors import ContainsGroupError - - -def _get_root(dt: DataTree): - groups = [ - i for i in list(dt.groups) if not i.startswith("/sweep") if i not in ["/"] - ] - root = DataTree(data=dt.root.ds, name="root") - for group in groups: - DataTree(data=dt[group].ds, name=group[1:], parent=root) - return root - - -def _fix_sn(ds: Dataset, sw_num: dict[float, int]) -> dict: - sn: float = float(ds["sweep_fixed_angle"].values) - nsn: int = sw_num[sn] - new_sn = full_like(ds.sweep_number, nsn) - new_ds = ds.copy(deep=True) - new_ds["sweep_number"] = new_sn - return new_ds - - -def prepare2append(dt: DataTree, append_dim: str, radar_name: str = "GUA") -> DataTree: - """ - Converts SIGMET radar files into a DataTree structure and prepares it for appending along a specified dimension. - - This function processes a given DataTree of radar data, organizes it by sweep angles, and prepares it for appending - along the specified dimension. It uses configuration files to map radar sweep angles and numbers, and georeferences - the data before appending. - - Parameters - ---------- - dt : DataTree - The DataTree object containing radar data to be processed. - append_dim : str - The dimension along which the data will be appended (e.g., time, elevation). - radar_name : str, optional - The radar name to identify the correct configuration (default is "GUA"). - - Returns - ------- - DataTree - A new DataTree object with all sweeps processed and ready for appending along the specified dimension. - - Notes - ----- - - The function expects a configuration file in TOML format located at "../config/radar.toml", containing - the necessary radar sweep angle and sweep number information. - - Each sweep in the DataTree is georeferenced, and its sweep number is corrected before being organized - into the final DataTree structure. - - Examples - -------- - >>> radar_data = prepare2append(my_datatree, append_dim="time", radar_name="GUA") - >>> # radar_data is now prepared for appending along the time dimension - """ - elev: np.array = np.array( - load_toml("../config/radar.toml")[radar_name]["elevations"] - ) - sw_num: np.array = np.array( - load_toml("../config/radar.toml")[radar_name]["sweep_number"] - ) - swps: dict[float, str] = {j: f"sweep_{idx}" for idx, j in enumerate(elev)} - sw_fix: dict[float, int] = {j: sw_num[idx] for idx, j in enumerate(elev)} - - tree = { - node.path: node.to_dataset() - for node in dt.subtree - if not node.path.startswith("/sweep") - } - tree.update( - { - swps[float(node.sweep_fixed_angle.values)]: fix_angle( - _fix_sn(node, sw_num=sw_fix) - ) - .to_dataset() - .xradar.georeference() - for node in dt.subtree - if node.path.startswith("/sweep") - } - ) - tree = exp_dim(tree, append_dim=append_dim) - return DataTree.from_dict(tree) - - -def dt2zarr2( - dt: DataTree, - zarr_store: str, - zarr_version: int, - append_dim: str, - consolidated: bool, -) -> None: - """ - Functions to save xradar datatree using zarr format - @param consolidated: Xarray consolidated metadata. Default True - @param append_dim: dimension name where data will be appended. e.g. 'vcp_time' - @param mode: Xarray.to_zarr mode. Options are "w", "w-", "a", "a-", r+", None - @param zarr_version: data can be store in zarr format using version 2 or 3. Default V=2 - @param zarr_store: path to zarr store - @param dt: xradar datatree - @return: None - """ - st: zarr.DirectoryStore = ( - zarr.DirectoryStoreV3(zarr_store) - if zarr_version == 3 - else zarr.DirectoryStore(zarr_store) - ) - - for node in dt.subtree: - ds = node.to_dataset() - group_path = node.path - if group_path.startswith("/sweep"): - encoding = dtree_encoding(ds, append_dim) - else: - encoding = {} - try: - ds.to_zarr( - store=st, - group=group_path, - mode="w-", - encoding=encoding, - consolidated=consolidated, - ) - except ContainsGroupError: - try: - ds.to_zarr( - store=st, - group=group_path, - mode="a-", - consolidated=consolidated, - append_dim="vcp_time", - ) - except ValueError: - continue - - -def raw2zarr( - file: str, - zarr_store: str, - zarr_version: int = 2, - elevation: list[float] = None, - append_dim: str = "vcp_time", - mode: str = "a", - consolidated: bool = True, - p2c: str = "../results", -) -> None: - """ - Main function to convert sigmet radar files into xradar datatree and save them using zarr format - @param consolidated: Xarray consolidated metadata. Default True - @param p2c: path to write a file where each radar filename will be written once is processed. - @param mode: Xarray.to_zarr mode. Options are "w", "w-", "a", "a-", r+", None - @param append_dim: dimension name where data will be appended. e.g. 'vcp_time' - @param elevation: list of elevation to be converted into zarr. - E.g. [0.5, 1.0, 3]. If None all sweeps within the radar object will be considered - @param zarr_version: data can be store in zarr format using version 2 or 3. Default V=2 - @param zarr_store: path to zarr store - @param file: radar file path - @return: None - """ - dt: DataTree = xd.io.open_iris_datatree(data_accessor(file)) - dtree = prepare2append(dt, append_dim=append_dim) - elevations = [ - np.round(np.median(dtree.children[i].elevation.data), 1) - for i in list(dtree.children) - if i not in ["radar_parameters"] - ] - if not elevation: - dt2zarr2( - dt=dtree, - zarr_store=zarr_store, - zarr_version=zarr_version, - mode=mode, - consolidated=consolidated, - append_dim=append_dim, - ) - write_file_radar(file, p2c) - elif elevation in elevations: - dt2zarr2( - dt=dtree, - zarr_store=zarr_store, - zarr_version=zarr_version, - mode=mode, - consolidated=consolidated, - append_dim=append_dim, - ) - write_file_radar(file, p2c)