From bf8e319d90049d323f4502f75cfbe22e28eb7ee1 Mon Sep 17 00:00:00 2001 From: ahmedk <karim.ahmed@xfel.eu> Date: Fri, 12 Jan 2024 16:32:19 +0100 Subject: [PATCH] Rename create_gain_map, rename g0_runs to runs, and some refactors --- ... => Jungfrau_Create_Fit_Spectra_NBC.ipynb} | 57 +++-- ...ungfrau_gain_Spectra_Fit_Summary_NBC.ipynb | 124 +++++----- .../Jungfrau_gain_map_Summary_NBC.ipynb | 223 +++--------------- .../gainCal_JF_Create_Spectra_Histos.ipynb | 29 ++- src/xfel_calibrate/notebooks.py | 2 +- 5 files changed, 128 insertions(+), 307 deletions(-) rename notebooks/Jungfrau/{create_gain_map.ipynb => Jungfrau_Create_Fit_Spectra_NBC.ipynb} (93%) diff --git a/notebooks/Jungfrau/create_gain_map.ipynb b/notebooks/Jungfrau/Jungfrau_Create_Fit_Spectra_NBC.ipynb similarity index 93% rename from notebooks/Jungfrau/create_gain_map.ipynb rename to notebooks/Jungfrau/Jungfrau_Create_Fit_Spectra_NBC.ipynb index c7f9ec039..d1ac3a7c2 100755 --- a/notebooks/Jungfrau/create_gain_map.ipynb +++ b/notebooks/Jungfrau/Jungfrau_Create_Fit_Spectra_NBC.ipynb @@ -24,12 +24,11 @@ "metadata": {}, "outputs": [], "source": [ - "in_folder = '/gpfs/exfel/exp/MID/202330/p900322/raw'\n", + "in_folder = '/gpfs/exfel/exp/MID/202330/p900322/raw' # RAW data path, required\n", + "out_folder = \"/gpfs/exfel/data/scratch/ahmedk/test/jf_ff/gain_maps\" # Output path for gain data, required\n", "metadata_folder = '' # Directory containing calibration_metadata.yml when run by xfel-calibrate\n", - "g0_runs = [94] # Number of high gain\n", - "g_map_old_dir = '/gpfs/exfel/data/user/mramilli/jungfrau/module_PSI_gainmaps/M302'\n", - "gain_map_file = '/gainMaps_M109_Burst_Fix_20230523.h5' # path\n", - "out_folder = \"/gpfs/exfel/data/scratch/ahmedk/test/jf_ff/gain_maps\"\n", + "runs = [94] # Number of high gain\n", + "\n", "karabo_id = 'MID_EXP_JF500K2' # karabo prefix of Jungfrau devices\n", "karabo_da = ['JNGFR02']\n", "_fit_func = 'CHARGE_SHARING' # function used to fit the single photon peak\n", @@ -51,8 +50,8 @@ "old_gain_dataset_name = 'gain_map_g0' # name of the data structure in the old gain map\n", "correct_offset = True # correct the photon peak value with a pedestal fit position\n", "db_output = False\n", - "send_bpix = False\n", - "gain_map_name = 'gain_map_g0'\n", + "local_output = True\n", + "send_bpix = False # TODO: check why separate BPx from Gain.\n", "g0_fit_dataset = 'gainMap_fit' # name of the data structure in the fit files\n", "E_ph = 8.048 # photon energy of the peak fitted\n", "badpixel_threshold_sigma = 3. # number of std in gain distribution to mark bad pixels\n", @@ -107,10 +106,10 @@ "metadata": {}, "outputs": [], "source": [ - "g0_run = g0_runs[0]\n", + "run = runs[0]\n", "out_folder = Path(out_folder) # TODO\n", "proposal = list(filter(None, in_folder.strip('/').split('/')))[-2]\n", - "file_loc = f\"proposal:{proposal} runs:{g0_run}\"\n", + "file_loc = f\"proposal:{proposal} runs:{run}\"\n", "report = get_report(metadata_folder)\n", "in_folder = Path(in_folder)" ] @@ -121,7 +120,7 @@ "metadata": {}, "outputs": [], "source": [ - "run_folder = in_folder / f'r{g0_run:04d}'\n", + "run_folder = in_folder / f'r{run:04d}'\n", "control_src = control_src_template.format(karabo_id, karabo_da[0])\n", "\n", "ctrl_data = JungfrauCtrl(RunDirectory(run_folder), control_src)\n", @@ -141,7 +140,7 @@ "g0_new = dict()\n", "for da in karabo_da:\n", " with h5file(\n", - " out_folder / spectra_fit_temp.format(g0_run, proposal.upper(), da, _fit_func),\n", + " out_folder / spectra_fit_temp.format(run, proposal.upper(), da, _fit_func),\n", " 'r'\n", " ) as f:\n", " g0_new[da] = np.array(f[g0_fit_dataset], dtype=np.float32)\n", @@ -164,7 +163,7 @@ " print(f'bias voltage not found!\\nUsing default value {bias_voltage}')\n", "\n", " # Run's creation time:\n", - " creation_time = calcat_creation_time(in_folder, g0_run, creation_time)\n", + " creation_time = calcat_creation_time(in_folder, run, creation_time)\n", " print(f\"Creation time: {creation_time}\")" ] }, @@ -323,7 +322,7 @@ " if correct_offset:\n", " display(Markdown(\"#### Correct with better pedestal estimation\"))\n", " with h5file(\n", - " out_folder / spectra_fit_temp.format(g0_run, proposal.upper(), da, _fit_func),\n", + " out_folder / spectra_fit_temp.format(run, proposal.upper(), da, _fit_func),\n", " 'r'\n", " ) as fc:\n", " corr = np.array(fc[g0_fit_dataset])\n", @@ -525,19 +524,20 @@ " \"RelativeGain\": gmap_new[da],\n", " \"BadPixelsFF\": bad_pixel_maps[da],\n", " }\n", - " for cname, cdata in constants.items():\n", - " md = save_const_to_h5(\n", - " db_module=pdu,\n", - " karabo_id=karabo_id,\n", - " constant=getattr(Constants.jungfrau, cname)(),\n", - " condition=conditions,\n", - " data=cdata,\n", - " file_loc=file_loc,\n", - " report=report,\n", - " creation_time=creation_time,\n", - " out_folder=out_folder,\n", - " )\n", - " print(f\"Calibration constant {cname} is stored locally at {out_folder}.\\n\")\n", + " if local_output:\n", + " for cname, cdata in constants.items():\n", + " md = save_const_to_h5(\n", + " db_module=pdu,\n", + " karabo_id=karabo_id,\n", + " constant=getattr(Constants.jungfrau, cname)(),\n", + " condition=conditions,\n", + " data=cdata,\n", + " file_loc=file_loc,\n", + " report=report,\n", + " creation_time=creation_time,\n", + " out_folder=out_folder,\n", + " )\n", + " print(f\"Calibration constant {cname} is stored locally at {out_folder}.\\n\")\n", "\n", " if db_output:\n", " condition = Conditions.Dark.jungfrau(\n", @@ -573,9 +573,8 @@ " creation_time=creation_time,\n", " )\n", "\n", - " if send_bpix: # TODO: when not to send the badpixels???\n", " bpix_ff = Constants.jungfrau.BadPixelsFF()\n", - " # WHY CONDITION DEVIATIONS ARE NOT CONSIDERED FOR THE BADPIXELS\n", + " # TODO: WHY CONDITION DEVIATIONS ARE NOT CONSIDERED FOR THE BADPIXELS\n", " condition = Conditions.Dark.jungfrau(\n", " memory_cells=memory_cells, \n", " bias_voltage=bias_voltage,\n", @@ -603,7 +602,7 @@ "outputs": [], "source": [ "for da in karabo_da:\n", - " for g in range(0, gmap_new[da].shape[3]): # TODO: Isn't it always 3 gains??\n", + " for g in gains: # TODO: Isn't it always 3 gains??\n", " f_im = heatmapPlot(\n", " np.swapaxes(gmap_new[da][..., 0, g], 0, 1),\n", " title=f\"1st cell of G{g} gain map for {da}({da_to_pdu[da]})\",\n", diff --git a/notebooks/Jungfrau/Jungfrau_gain_Spectra_Fit_Summary_NBC.ipynb b/notebooks/Jungfrau/Jungfrau_gain_Spectra_Fit_Summary_NBC.ipynb index a9ffd91a5..3de5359f5 100644 --- a/notebooks/Jungfrau/Jungfrau_gain_Spectra_Fit_Summary_NBC.ipynb +++ b/notebooks/Jungfrau/Jungfrau_gain_Spectra_Fit_Summary_NBC.ipynb @@ -13,25 +13,26 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "in_folder = '/gpfs/exfel/exp/SPB/202330/p900343/raw'\n", - "out_folder = \"/gpfs/exfel/data/scratch/ahmedk/test/remove/JF4M_SPB_gain/r66/second/\" # path to output to, required\n", + "in_folder = '/gpfs/exfel/exp/SPB/202330/p900343/raw' # RAW data path, required\n", + "out_folder = \"/gpfs/exfel/data/scratch/ahmedk/test/remove/JF4M_SPB_gain/r66/second/\" # Output path for gain data, required\n", "metadata_folder = \"\" # Directory containing calibration_metadata.yml when run by xfel-calibrate.\n", - "g0_runs = [66]\n", + "runs = [66]\n", "# Parameters used to access raw data.\n", "karabo_da = [] # list of data aggregators, which corresponds to different JF modules. This is only needed for the detectors of one module.\n", "karabo_id = \"SPB_IRDA_JF4M\" # detector identifier.\n", "creation_time = \"\" # To overwrite the measured creation_time. Required Format: YYYY-MM-DD HR:MN:SC e.g. \"2022-06-28 13:00:00\"\n", "_fit_func = 'CHARGE_SHARING' # function used to fit the single photon peak\\\n", - "g0_fit_dataset = 'gainMap_fit' # name of the data structure in the fit files" + "g0_fit_dataset = 'gainMap_fit' # name of the data structure in the fit files\n", + "spectra_fit_temp = 'R{:04d}_{}_Gain_Spectra_{}_{}_Fit.h5'" ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -60,7 +61,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -70,7 +71,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -83,83 +84,37 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/markdown": [ - "## Processed modules" - ], - "text/plain": [ - "<IPython.core.display.Markdown object>" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - " Expected data shape: (8, 512, 1024)\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "<Figure size 720x720 with 1 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ - "display(Markdown('## Processed modules'))\n", + "# display(Markdown('## Processed modules'))\n", "\n", - "processed_modules = list(da_to_pdu.values())\n", - "processed_pdus = list(da_to_pdu.keys())\n", + "# processed_modules = list(da_to_pdu.values())\n", + "# processed_pdus = list(da_to_pdu.keys())\n", "\n", - "show_processed_modules_jungfrau(\n", - " jungfrau_geom=geom,\n", - " constants=[\"RelativeGain10Hz\", \"BadPixelsFF10Hz\"],\n", - " processed_modules=processed_modules,\n", - " expected_modules=expected_modules,\n", - " display_module_names=processed_pdus,\n", - " )" + "# show_processed_modules_jungfrau(\n", + "# jungfrau_geom=geom,\n", + "# constants=[\"RelativeGain10Hz\", \"BadPixelsFF10Hz\"],\n", + "# processed_modules=processed_modules,\n", + "# expected_modules=expected_modules,\n", + "# display_module_names=processed_pdus,\n", + "# )" ] }, { "cell_type": "code", - "execution_count": 18, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "<Figure size 1296x720 with 2 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ - "spectra_fit_temp = 'R{:04d}_{}_Gain_Spectra_{}_{}_Fit.h5'\n", "proposal = list(filter(None, in_folder.strip('/').split('/')))[-2]\n", - "g0_run = g0_runs[0] # TODO this will need to be fixed when I start implementing multiple runs.\n", + "run = runs[0] # TODO this will need to be fixed when I start implementing multiple runs.\n", "stacked_constants = np.full(geom.expected_data_shape, np.nan) # nmods, 512, 1024\n", "\n", "for i, da in enumerate (da_to_pdu.keys()):\n", " with h5file(\n", - " Path(out_folder) / spectra_fit_temp.format(g0_run, proposal.upper(), da, _fit_func),\n", + " Path(out_folder) / spectra_fit_temp.format(run, proposal.upper(), da, _fit_func),\n", " 'r'\n", " ) as f:\n", " stacked_constants[i] = np.moveaxis(\n", @@ -186,7 +141,34 @@ "execution_count": null, "metadata": {}, "outputs": [], - "source": [] + "source": [ + "proposal = list(filter(None, in_folder.strip('/').split('/')))[-2]\n", + "run = runs[0] # TODO this will need to be fixed when I start implementing multiple runs.\n", + "stacked_constants = np.full(geom.expected_data_shape, np.nan) # nmods, 512, 1024\n", + "\n", + "for i, da in enumerate (da_to_pdu.keys()):\n", + " with h5file(\n", + " Path(out_folder) / spectra_fit_temp.format(run, proposal.upper(), da, _fit_func),\n", + " 'r'\n", + " ) as f:\n", + " stacked_constants[i] = np.moveaxis(\n", + " np.mean(\n", + " np.array(f[g0_fit_dataset]),\n", + " axis=-1\n", + " ), 0, 1)\n", + " \n", + "fig, ax = plt.subplots(figsize=(18, 10))\n", + "geom.plot_data_fast(\n", + " stacked_constants,\n", + " ax=ax,\n", + " vmin=200,\n", + " vmax=450,\n", + " cmap=\"jet\",\n", + " colorbar={'shrink': 1, 'pad': 0.01},\n", + ")\n", + "ax.set_title(f'{karabo_id} - Mean RAW', size=18)\n", + "plt.show()" + ] } ], "metadata": { diff --git a/notebooks/Jungfrau/Jungfrau_gain_map_Summary_NBC.ipynb b/notebooks/Jungfrau/Jungfrau_gain_map_Summary_NBC.ipynb index 08656d79b..13aa420e0 100644 --- a/notebooks/Jungfrau/Jungfrau_gain_map_Summary_NBC.ipynb +++ b/notebooks/Jungfrau/Jungfrau_gain_map_Summary_NBC.ipynb @@ -13,26 +13,25 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "in_folder = '/gpfs/exfel/exp/SPB/202330/p900343/raw'\n", - "out_folder = \"/gpfs/exfel/data/scratch/ahmedk/test/remove/JF4M_SPB_gain/r66/second/\" # path to output to, required\n", + "in_folder = '/gpfs/exfel/exp/SPB/202330/p900343/raw' # RAW data path, required\n", + "out_folder = \"/gpfs/exfel/data/scratch/ahmedk/test/remove/JF4M_SPB_gain/r66/second/\" # Output path for gain data, required\n", "metadata_folder = \"\" # Directory containing calibration_metadata.yml when run by xfel-calibrate.\n", - "g0_runs = [66]\n", + "runs = [66]\n", "# Parameters used to access raw data.\n", "karabo_da = [] # list of data aggregators, which corresponds to different JF modules. This is only needed for the detectors of one module.\n", "karabo_id = \"SPB_IRDA_JF4M\" # detector identifier.\n", "creation_time = \"\" # To overwrite the measured creation_time. Required Format: YYYY-MM-DD HR:MN:SC e.g. \"2022-06-28 13:00:00\"\n", "_fit_func = 'CHARGE_SHARING' # function used to fit the single photon peak\n", - "g0_fit_dataset = 'gainMap_fit' # name of the data structure in the fit files\n", - "spectra_fit_temp = 'R{:04d}_{}_Gain_Spectra_{}_{}_Fit.h5'\n" + "g0_fit_dataset = 'gainMap_fit' # name of the data structure in the fit files" ] }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -43,25 +42,21 @@ "\n", "from h5py import File as h5file\n", "import matplotlib\n", - "import matplotlib.gridspec as gridspec\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", - "import yaml\n", "from IPython.display import Markdown, display\n", "\n", "matplotlib.use(\"agg\")\n", "%matplotlib inline\n", "\n", "from cal_tools.plotting import init_jungfrau_geom, show_processed_modules_jungfrau\n", - "from cal_tools.tools import CalibrationMetadata\n", - "from XFELDetAna.plotting.simpleplot import simplePlot\n", "from cal_tools.restful_config import calibration_client\n", "from cal_tools.calcat_interface import CalCatApi" ] }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -71,7 +66,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -84,193 +79,46 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/markdown": [ - "## Processed modules" - ], - "text/plain": [ - "<IPython.core.display.Markdown object>" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - " Expected data shape: (8, 512, 1024)\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "<Figure size 720x720 with 1 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ - "display(Markdown('## Processed modules'))\n", + "# display(Markdown('## Processed modules'))\n", "\n", - "processed_modules = list(da_to_pdu.values())\n", - "processed_pdus = list(da_to_pdu.keys())\n", + "# processed_modules = list(da_to_pdu.values())\n", + "# processed_pdus = list(da_to_pdu.keys())\n", "const_names_dict = {\n", - " \"RelativeGain10Hz\": \"RelativeGain\",\n", + " \"RelativeGain10Hz\": \"RelativeGain\", # TODO: This name is not relevant should we display gain instead of Relative??\n", " \"BadPixelsFF10Hz\": \"BadPixelsFF\",\n", "}\n", - "show_processed_modules_jungfrau(\n", - " jungfrau_geom=geom,\n", - " constants=list(const_names_dict.keys()),\n", - " processed_modules=processed_modules,\n", - " expected_modules=expected_modules,\n", - " display_module_names=processed_pdus,\n", - " )" + "# show_processed_modules_jungfrau(\n", + "# jungfrau_geom=geom,\n", + "# constants=list(const_names_dict.keys()),\n", + "# processed_modules=processed_modules,\n", + "# expected_modules=expected_modules,\n", + "# display_module_names=processed_pdus,\n", + "# )" ] }, { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [], - "source": [ - "for da in karabo_da:\n", - " for g in range(0, gmap_new[da].shape[3]): # TODO: Isn't it always 3 gains??\n", - " f_im = heatmapPlot(\n", - " np.swapaxes(gmap_new[da][..., 0, g], 0, 1),\n", - " title=f\"1st cell of the gain map for {da}({da_to_pdu[da]})\",\n", - " y_label=\"Row\",\n", - " x_label=\"Column\",\n", - " lut_label=\"G{:01d}[ADCu/keV]\".format(g),\n", - " aspect=1.,\n", - " vmin=np.nanmin(gmap_new[da][..., 0, g].ravel()),\n", - " vmax=np.nanmax(gmap_new[da][..., 0, g].ravel()),\n", - " )\n", - " plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 10, + "cell_type": "markdown", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'JNGFR01': 'Jungfrau_M275',\n", - " 'JNGFR02': 'Jungfrau_M510',\n", - " 'JNGFR03': 'Jungfrau_M273',\n", - " 'JNGFR04': 'Jungfrau_M384',\n", - " 'JNGFR05': 'Jungfrau_M322',\n", - " 'JNGFR06': 'Jungfrau_M311',\n", - " 'JNGFR07': 'Jungfrau_M267',\n", - " 'JNGFR08': 'Jungfrau_M318'}" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - } - ], "source": [ - "da_to_pdu" + "## Created gain calibration constants" ] }, { "cell_type": "code", - "execution_count": 33, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "<Figure size 1296x720 with 2 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "<Figure size 1296x720 with 2 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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Ez3cT0VUYYuRFzrm3T5EVwJ3G3wf4Zm13BnDCOfcZIvpDAP5Rn/fF8B+rP8DAu7/F4+vH38HFM4a/9U0xLCYk1H/3E9HXY7j15t44+NSaWx6coeI9SltyPjB8B8b/KGCoVf9OsWlSbmsY73l9KoaNjnab0S2gL1RT8DsYvgvyKAxPwwAGv26KMy+meD9Ct795P7QLNB6/itP14UdxesENYFZts3DG39g59+Fx3zzl7yvj5CPj7/cqYz+CYfN0CkT0lRhuR7sPBj45NBnvkecY59ynieg9GGteR35sfvHM4Zz7awDPJaLnYViIfjWGhegfsmGfkAviiTo+RkR/jKHAnY/h37z7wFuYXb9NRO/AcKXnKPQv/pmg4YkPdwVwHVs0/BucvlfvXcbUb8Gw8MgOIjobwz3Olw2Hpxbz54y/v3Bsu45fpfBwzp0cFxzfh+HxUW9wzr1johk/guHeS46vw/Av1VQ8H8PVs2dh2Ag8KTDWXw19FIaFv4b3AKcWsn+AoRj/dwBvwXCP7Wcx3BP89cpc+UQWTXcIz8cQA5eMuj88ynwghn8rzv5Pl3Puk3PnjvP/JxG9AsA3Y4jlhwB4EhG9yDn38HHMu4jobhgWe/cdxz0LwE8T0dc65969iw0jCMPJ/Ztg860tUINwzl043hf7TRg2/j+M4ZGTP+ic+6W5xu6A12N4HNvdMcTaVc65fyCi1wP4ASK649j+IQwb8r2BiP4Vhv92XI2h9r0Xw38fHIb7d1PjcNd88OAXAV5GRP8I4BgRvck59yohL5rbqjHDiu93MSxen4HhP1ofxeDDYzA8uWeX/LuBiJ4P4AeJ6EvGC0aPwrAYvJybMv7+URjf28DpL837/9TeU9H3LoznGSL6d7xvZm2z/LL+xlP+vpaMqOwxD/4Aw0biGIbN4CcwxOp/x8GLMx2FoC+eFTjnHBG9EcPi+ZzY+BnwX3qb8qWESXDOvZCGb2n/EBH9T+fc+yZMfySGK9i/zdq+B6e/NKL9W/1XMXyZ8OWzDJ6O22K4evOE8UfiyePPdwJ4idIPDFdH/jOG+6YPfAs6Ac/FmRsrYPjXcDKcc39PRC8D8AgAf4Ph37oW/KblwH80FNwXwz2W3+OcO+OKOg1fWNsraPgC4LdguPXliaJP/rv5QxhOuv9iB5V/h+GEeXfFllti+K/Lm3m7c+46DF+o+7XxVoDnYXhc4M87564ax3waw7+XrxhlPRBDHvwnDF/mseCvjN8TB6+Sc7wLwy1c/2/GZi2I8baxtwL4ufHv8UYATyeiXxb/Vp4Dv3C7O4YvsXHcTYwBTl9Nvi+GxYz/gvSVGBYV98dwlf81Cbb9HYYFxZcqfVrbd2H4AvE3OedOXbmj4UUbqVedc+LHMdz+8N+I6HfHBdyU3NZwDwz5dNQ5d8aGnvSn3cyJh8swfIn2UUT0LAxXSi9xZz7qz/sRvcjknHsvEf0pgH9NRF/q0r80uGhty4xvx7BA/jbn3O/xjvFWFO0xincmos/lV5/HC153Rvg/Wh17xKbveSai+9HBR+f458j6fxPt68qwl30bAP8/DF8c2KtsBT+N4T7Mn0ydQMOjfn4ew8Lkv4xtN8dwpe53nXMvds69RP5guPrwTeMV4SXwXgwLY/nzlLH/uePxH1sCnHN/heELjz+N4YtHk+CGRyi9Vvx8JD7zAJ4+2vAk435fjxdjKKY/PcboGRjv7fRvTvRXPUiMuT/2+AQGBkvf2RhugzqF0ccXALgbET1WCkq533iU8UoAX0lEDxDdT8ZQ2142yrsJiW+hjwsWf8XzVuM47VaZP+VjAngJhlukfkq7t5T59Lzx93FSnmBCw4t6JoGGx/CdUcvH+67fi+Ge1328bOdyDAuuHyX2xJvx7/sYDN/l4Les/BmGDdITMWxkXj/a9VEMnP4Qhu+ZxG7Z8H+rVwG4FxF9tej+YWWKGosYnhCy+jlvrBG/iOE7AI8Ym6fktgYr/74C+n2w/zD2x+Ka2/1mDDnz7zBcYPkcsKdsjHg1hts7nqzJJqLPozOfZPGfx98vpoOPDj01TRwvXdtywvLlcRheEqPhZhj+Y8rxfWP7y/dpXIeNrV95/gUM/96/HMO/fj6J4V7N78Jw28Jzx3ui5+Ic9i+nQxgeHfdYDPdo/UTCfZQ7wTn3e0T0RwAuJKLjzjl+ZejmzLYbY9jJfx2GqwkfBPBwNv4RGN68+NKAupdiuOfyQgyLwawYT8IHrigTkf/36Fsce2lMQI78gtzicMMj/6L/unbOXUNE/x7D1dN3jLcX/TWGe0L/OYb7Ke+G4b78P8Twrfefp+FLctdguCr6SAyx/s/37MPHieh3Afy78d/SV2G4t+8JGBZx8h7Cn8RwRfLXxpPeH2I4gXwlhrr0yAS1RzB8QenlRPQrGP5N/7UYrur9AU6f2O8K4PfHK/xvxbCo+3IMT9Z5L05/wed3iejvx+O/wZCnj8awaPSLXsv/a8b7qn8ZwFvGW4L+GsN/rh6E4T83b3bOXUXDa5GfAuDNRPSbGP6NfTaGLy8/EMOGdwoeheE/TC8bOfgMhltOvhHD03b+MVHO9ygbEQB4k3PuVeNtIT8G4A9o+O7GF2D4j83nA/hu/i9w59xnabhn/MEYLhT8Xybv9Ti9aIounkf85OjP7xDRL2GI52/G6WfY8yupL8OwOL+CiC7BsKm5H4ars0kvXVoAz8Bg40VE9IKJua3hHRhu9/mxcaP4Tgxx/wQM+X6BGP8GDLeI/QoR/TaGmHkjv1Jv4DIMF1f+M4C/cs69gXc65z5BRI/CsIh7JxFdiiEmb4Fhs/BvMSzmrxzHv3bcQP8qgL8a8+FNGM7Ft8WQz/fHcCuL/z7GorUtM16FwdfnjXH9EQz/8X4ghv/waGu0d2PYpH8FBq4uwFBf/hIHv/DdkQuugEd+rPWDISl/GcO/2j+E4UstH8bwSu7vAXtk1jj+fYg84o2NdcrPxzCc1B8+097nwH5U3UOMOd849j9b+MHt+iSGxcKrMDxm5xZCxlUYiustA7bdePTvnRN9+msAfx7zc4K8+yDhUXURGYs8qi4y7sCj6ljfV2NYIHwQ45dWx5j9YQD/jI27B4Yv3XwEw38SrsRwP+xzcPDRTVdCPPpqbD9vtOMpCb7dGsPJ//0YTnRvwfDlWu/zfcT4W2B4ScLVox8fxrBwfSgbc8BWIeNOGBa2nov3YPji303YmC/EsFF+M4bHqv3jqPO/AzibjXschttm/naUdR2G2ze+bsLf9/6jjI+OHLwHw33TXyjGfTOGq3TXY7ji6PPviUrMXhn6W2FYOFw2+vQJDHn452M83DjB5qfAfjSkA/A/BUd/Nvr2sdHXrzHk/odx/utE+/3G9msm5s49MXyh7pMjb88d//4OBx/p9WAMC4tPYKjtL8Rw8ULjM6ltbL/PqO/RCfY+B4E6huE/ew7AhTNy+4wYGNu+GMMj5f5u5OhPMCxU/d/3PDb2czA8weYaDFc/T/mkjWfzbovhXOAwXACyfP8KDM9Iv3b04wMYNlAXAbiVMv4uGDYUb8NwVdz7/ioM/724qRg/pbYltbE+te4G8uY80X4ejJpp/N2+FsOG4OMY6tNvj/xpY983tv9LDBvPT4wcPA/AbafkU//Z7YfGP0hHxyogoo8A+Avn3L9Z25aOjo66QEQXYPhy3I8757L/x6ujY03Q8ObO9znn7rOyKZvH6vd/dWwXNLzC9BYYrlB2dHR0mJD3Ao/3kf/YeBj6om1HR0fHXrH1e55Xx/hlvANfEBH4J+fc9ZExxWD8UmTodc53wXC/64UYntyx1CuxOzo66sWbx0fdvQXDY8q+FcO/6l/knHvTqpZ1dHTsBeP3Lp6BYQ3xa/I/SkT0tRhuubsHhltgX8L6LsTpByQ81Tl32dh+AYZbdT4Pw614/9HteNtFXzyvj2dgWESG8PsY7rWrBf7LYiF8GsOXtx7snPvTyNiOjo6OV2BYMD8Sw7nrvRjuof2ZNY3q6OjYD8YnEP0yhu9FXAPgKiK63J35sqf/h+F7ND8i5t4Kw3sXDmO45/xN49yPAHgmhu9rvBHD4vkBGO6nn42+eF4fP4vhixUhfGQJQ/aI70b8avp73JlP/+jo6Ogw4Zz7MZy+TaOjY3Nwzp23tg2ZcS8AV/u1ARG9EMPTik4tnt34zgoiko91/UYMz42/fux/DYYXNV0J4GZufDLM+CSkB6Mvnufh1re+tTvvvPPwflwLxx6xSHBwoFO/tXYJOV6OCck/+4LbJem//eGzVf0pNvIxftztxbtfrsX7T83j+jUeOLyca8eXRhEczr7g9OMpNVn+t/cp5nsu7iUPPhZS9c/lPsTrFO5TfLe4l7LPwZmPWOV/zyncez5jeRXieE3uJQ8dHR0dNeJNb3rTh5xzt4mN+xKi3V7fOgHXDU9T+RRrusQ5dwk7PgfDk4c8rkH6s7u1ueeMP9co7Tths4vn8847DydOnMBFOAIAOBmg4hBuONDmx/u+kzjrjHH+WMr1bZpMKTukX+rgurQ2qf84jp7RfgQXq3Olbt7G5Wg8hriR/RZyc38Mx099vghHFuHe8n0q93LcLtxr8TCHe8+njyfNNwslcC95qAU+dkuuOVzuPuNe5rCcw/WVUHMs2SH9UofGPY9dWc+l7Zp9S9ccDfvgXvLQatzHuH//4Wu1lz4dwCehv6I3B54CfMo5d3ghdVmx2cXz+3HtmFgDtCDl7RJa8vJjrZ3DSqpDuCFJP++zkiqWkB4X4QgO4cxkjBV8r9efrCzb5Get0KzNvZSdm3vLd8unmH6rT34O6ecInXBi3POTtoa14z7Gfa2ooebkjnttXIr+Vuq9NrbkmtMS9yXWe/mfNwuEohaC12J4UZ3HuWNb6tz7iLlXju3nzpRpoiDOloUMLJlAWoJau0CZgCkLVqufywzp99CSOqZfFtuY75o8rt8qRtaufqp+OXef3Gtjt8h9aOwW4742tMT91Li3xln2p+iXc2uKe03fFN9rr/chtBT3KdxXiKsAnE9Ed8KwwH04hjc+p+DVAI4T0S3H4/tjeP779UT0MSL6KgxfGHwUgP+xq6GbXTwT3BkB5gNRC9ZYMvAk0sbLQA4tTmR7TN6UYiH1a75bfdbcWDGy9Fn6ZVtu7iW2yn3M9q3Ffc2onfupca+h5JqTk3sNpdac1rgvsd6ngADcaPKsPHDO3UBET8KwED4E4FLn3NuI6CiAE865y4noX2F4C+ctAXwrEf20c+7u4yL5GIYFOAAcZY/4/T6cflTdq7DjlwWBDS+ePXhAaokSCs5QoKbsTLWFi5XsvN/afWqJn5pcsSKk2avJ18ZLezU9W+M+5Pua3Gu2yuOWua8ZtXPfa85u3GvYMvchX7jMVuNe+5J3DXDOXYHhcXK87WL2+SqceRsGH3cplPdGOOdOYHjl+d6w6TcM+sDlu1ArkXggW4WKy+OJyeVrSaHpCekPJSnXo+m3IK8ESMQKmVYELF/4+C1yH/JdwxLcW9g697WgRe57zdHnhLgP+bAl7rX5W437jjzY9OJZ7gT57k4mAW+XO8djOI5jOG7ubmMJeBxHT31DOEU/1y1tStFvccF5kPq15NROEqGiKPXJ33O4l/pjvqfYlJv7kO9rcS/RAvfHcfSMJzFoPkvuW0AJ3C8Z91P9bLnmxPSUVHNa477Ueh+D/8LgEj8tYbOLZwdSd4n+2AeoloyhoE0NYhn8fG6Kfj6ej4npj+16pZxQkluLMGmjlvD75H7q4kfjfop+S2cq95bvUs7S3EsONN/3yb2cWwL3LaN07neJe83eUmtOa9zXVO+3xH3q0zY65mF7Z5AR/n6gUNKkJMch3MCesXp6vgYtGQH+TNzT906l6Oc2aItwTf8UpHIgZct5WuGRxYyPncK9/DyVe2tcTu4t3zXZMf2a7Lncx3zQdOzCPT9B5Ih7/xjFQ2Jeqo6aUBr3WnvOuLf0llhzWuO+xHrP5/F3EazBvf/vl/VYV+mThLdfewxoiPvUe55L+sJgTdjs4hnQC5pvl0mlBam2k0zdXWr9vMCE9Mfs0GyIFc1Yn7VDl7tkaW9onqZ/De75/CW4t3zX7OH6c3MveZCfLZ9DfpQW96nc14aQ77VxPzXutfml15zc3Fv2xMa3UO8tv6W8rZxrO/KgnbPHTMhEsYKTwyqMWtBqySblaoEe0i8xJVmtxOK+y0KXkohWMmvHVpFag/sUX0KYy73l+1rcaz61Gvcp3NeG0OKoNu7nxL3UXXLNycl9TG5JNSc39x6nrzjrvuWOe+0/01O4l1esU7mv9CUp1WCz9zx7yOSUOzgZ0DxBfL+Uxcf5na02huuTxzH9vo//yH5NfwoHWiJqhYG3W7tgrXBaetfgXh4vxb3mu5SxJPea/FbjPsZ9rWiB+zlxL+WXXnNych9CaTUnN/ea/y3F/RTuO/aPus8WOyKUrADUYObB6o95u/8sE5WPtdqt5A4lvJRpyeJ9FheaPdrcFP18nLVAK4H7EAe5uA/5viXu14j7FO5rRQvcz4l7ji3HfczXLdWckB4pI0V/iXGfyn0M/Z7nedjs4tmBzOT04EEqE8t/lsG968lYS7KYfj7GSkLNL0uvHKsVB0t/rIBKmVvkPua7Nla2WzZ27vfDfa1ogfupcW/5Iue0Hvchub3mHETtcZ/CfUc+bJ7hlCIjk9RKYvlbypcyJKbol/I13ZZ+DVbiWrte2a8lfKrtU33Pwb20I6Rfyp/DveW7ZusS3Gv2tRr3KdzXhpa4nxv3XG7Mdqm/lXofQmk1pzXuS6v3qej3PM/DpjkLJZU2RttxWsFuJUCKDXP0p9gUs0HK1nyR/aFCYOmx7NoK9ym+a77k5D40fqvc14aWuJ8T9zGdW6g5lp4Sa84S3MdsaCHuY9x35MFmGSa46E7PI6Uw+aSydrRyLJcTOxFY+rlOLidVP5cvd9Pabl+z29q1azxJf0rgPoZc3Gu2bI37teI+xH2taIH7Hvdh/THuU/zdEveWD1uK+xT0e57nYdWnbRDRpUT0QSJ6K2u7FRG9hojeNf6+5dhORPSLRHQ1Ef0FEf1LNufCcfy7iOjCVP084GRwy0WmDGL5owWvlK/JsuwK6Q+1af0xnVKXVgi0ohdaeMiCwn80OVvi3vKdj1mD+5AfW+K+ZtTO/S5xL+XUVnOO4+ipF2LM4V6zpfSak4P7EA9af+1xb3Gf+pKUjnlY+1F1zwHwANH2ZACvc86dD+B14zEAfBOA88efxwN4JjAstgH8FIB7A7gXgJ/yC+4YeJDK4NWC2icah2zzyc1lxNq5TjnG0s/Hy11rSH+IB8mJnKslqRzH+y19Us/a3HN5S3Af8t23y7lLcK+Nkb5bbbXEfYz7WtEC93PjXvJgoaSaY3Fv6UrhXvpaQ83Jwb2ml39uJe5TuY/B3/O8xE9LWHXx7Jz7AwDXi+YHAbhs/HwZgAez9ue6AW8AcAsiOhvANwJ4jXPueufcRwC8BgcX5EGEAh8ILzLkPD5WS5ZYkKfoj32eu0DgurWxWpGRhUXanKJT0y/lpNhdG/eWfWtwr2GL3NeKFrjfNe55Xwil1pyLcIS9UGM69yE/rfmt1vsUtBL3qdx37BclnjFu65y7bvz8twBuO34+B8DfsHHXjG1W+wEQ0eMxXLXGze548wMB6CETwgesTFotgOWxtlsMXTlJ1W+N1X5rYzmsAmL5KW3VipjWzsdb+jv363Evbdgi9zWjdu7nxr0mh8/bSs2J8aD5HpNVa70P6ZL+xPRbY9eO+xj3qej3PM9D0WcL55wjor3duOOcuwTAJQBw9uHbO+DMHZ4WgDxA+Xj5mY/n0JJaK/4y8VL0S5maPquohOzhRUvKsPRzH6wiGrN5Le65nKW4D/m+BveavFbjPhZ3NSLmew3c7xL3WlvJNScX9yGUVnNa477ket+xf5R4tvgAEZ3tnLtuvC3jg2P7tQDuwMadO7ZdC+A+ov3KmBL/tA3gYNLI3aBvs6AlXGjH6ttkUvu2VP1WsmpJzWWECpt1zO3ncqRPfGzMJy5zbe41H3NzL32Xcyy7NB/2wb1mQ6txH/K9RoR8r4X7XeM+xSdNf2v1XraVXHNyca9x0WrcW9w70AG5HfvD2l8Y1HA5AP/EjAsBvIK1P2p86sZXAfjoeHvHqwHcn4huOX5R8P5jWxQywOWxTDbtswUruP2xtnibot9aAFpJG7Nb28lKf7hOS7+co33WbFqbezk3J/eW72tzH5vbQtxP5b4mtMZ96zUnF/epNvnfLXLPj7ce9zH42zaW+GkJq155JqIXYLhqfGsiugbDUzOeDuDFRPRYAH8N4KHj8CsAPBDA1QA+CeAxAOCcu56IjgG4ahx31Dknv4RowtoZa+2AnmyaLLlz1ORou+GQXXKMlcwh/aHEsnRa8y3eQrbFfFyLey53Ce4t3zV52vx9c2+hxbiPcV8rWuB+TtxLHMNxAMARXJysv4V6r6HkmpObew//+L+LcCToS8j2XeJe078E9/1RdXmx6uLZOfcIo+u+ylgH4PsNOZcCuHSq/lACWX2pBUgmvpWQfHeZYlso6bQxIf2WDzE91rhYEdFs1XQtyb2G3NzHFgBrch+TH7Ox9LhvcdEMpOd8ydzPjXsLMh9KqTk5uY/ZFRrfSr3XbOHzt3auTcGqC8FKsVnO/P1APNBDgW0lnjWOywb03afXa8239IcSw9Lv51k7XMt+qyhbvnN5UnbKGEvuLtxbnKUUsRzcW74vyb2/OucfjRWSm5P7peM+hfsa0Qr3c+Oet59+3JuuU+q35NYW91JPaTVnKe4l/Dn3UGC+pX8fcX+6xp61KPf9nue82Ozi2f9LIyX5YkHO5cgxoRMyD/rYOEu/lsCa/tAiQTsBSfkp+jlkUkt/tfapvnNd2viphWmq/l24t3xfivsUHnJzv1bcp3BfG1rifm7cc5Rcc3JyL8eVVHO2fK5di/sU9EfVzUO9Z4sd4UAHgtsKbJkIoWLFwcfL+51kvwZLv9Rp+RFKQmlnaCdrIbQg13T5sVpRzcm95nvs5Jube2vOUtzzqzFrcb9W3Me4rxm1c7+FmpOLe80WTX/r3Ftytf6Y/pDvpcd9R16U+LSNVeADTwagDGotMfhvLemkXC7Hz9GC3dIfS/SQfm2sNsbyw0r4kB1cXor+kO/WnLncW9ga99qcLcZ9C6iV+63UnJzcSzu2yL1mD5+zlbhP/cJgfz33PLTmz2TIhLKC+yT0V2JqyR4rAjwRpV7tWNOv+cD1TdmFcp2ajtAiU5MhdVrJXgr3IR9yca/5vib3Vl+LcZ/KfU1ojfspcZ9iX0g//91C3FvclFZzcnPP+1uM+yncd+wfdZ8xdoC859lDJqVcSISSE7ALhCVfS0SZxJZ+WVSkLE1/KLliJyM537InJFOeTLSxa3Av5+fkPoUnOY/Pl5+1Y01mSL+ms8W4n8p9TWiN+9S4t3iYor+Veq9xWGrNyc29NU+21Rr3MZmpXxjs9zzPQ79tgyFUiHkiyB8rqWSf1KMlkJUQlqyQ7dqcUJG15ITm8Tkh27k9qfZ37sPz+JzO/Zlt++K+NrTEfY/7adxr6NxvN+77c57zoo0zxo6wdoy8z9pB8vEysGVya218nrZTDem3ikVIv2zX+qQd1lxtjCZbk6nplvYvwb0lL6Z/H9zL+WtzL+davmvyuf4a4t7ivnbUzP3cuJcovebk4l6283mW72vXnBzca2gx7mPcT7nyXH/lWx6bvfLMA0sLcC2I5Tgt2WQihk7IXC6fm6Lfj+F9fI6lP3bSsez0P1KH9N3zYhWiUIFYg/sYDzm5T1nILsW9pVuzs4W4T+G+NrTE/ZS41+aWXHNycq/pLLXmtMZ9afW+X3nOizbOGjMgA4snIg9ca4EhE8EqCtZ8KZ8fp+jnfTJpQvq1NjkvZrum3+qTnyW/Uv8a3EvZubm3fLd8ium3+uTnkP6QDKu9xriPcV8rWuB+17jXxqXob6Xea2NLrjktcV9ive/3POdF/WeNmZCBJRNIS1At6bUETFmwWv1yV23p99CSOqZfFtuY75o8rt8qRtpOfI5+OXef3Gtjt8h9aOwW4742tMT91Li3xln2p+iXc2uKe03fFN9rr/chtBT3Kdx35MNmF88Ed0aA+UDUgjWWDDyJtPEykEOLE9kekzelWEj9mu9WnzU3VowsfZZ+2Zabe4mtch+zfWtxXzNq535q3Gsouebk5F5DqTWnNe5LrPcp6Pc8z8Nm73n2kMEqA1ILTt+mBa+UqyUAl+UTydpNxwqPNdbSb9kri5I1RrPXApenjS+Be0u+pX9f3Gu+y3ZLdw7urfmajbXH/VTua0GL3LdYc3JyL7Fl7lN8aTnu+z3PebHpxbPfvfFdaEoRtAKey9OCWeoL6YkVYQ5trKXfgrwSIBEqMlJnzBc+fovch3zXsAT3FrbOfS1okftec/Q5Ie5DPmyJe23+VuO+Iw82vXjmu1r/W+4IZVDKwA0VSilT6g3ZFNJv6Zb9ln5LL+dB6teSU/M9VBQ1P7fIfcj3tbiX2Cr3LaBW7ufG/VQ/W645MT0l1ZzWuC+13sfgvzC4xE9L2Ozi2YHUXaI/9gGqJaMWtFNPwDz45dwU/ZbOmP7YrlfKCSW55bu0UUv4UrjX+nJzb/ku5SzNveRA8732uI/53jJK536XuNfsLbXmtMZ9TfV+S9ynPm2jYx62dwYZ4e8HCiVNSnLIJPTzNWjJ6OdyGan6+RyemCH9U5DKgZQt52m8yGLGxy7JvTUuJ/eW75rsmH5N9lzuYz5oOmqL+xTua0Qr3M+Ne0tviTWnNe5LrPeWbVviPvWe5/6FwXnYNGdaUvl2mVRakGo7ydTdpdbPkyykP2aHZkMscWN91g6d69fsDc3T9K/BPZ+/BPeW75o9XH9u7iUP8rPlc8iP0uI+lfvaEPKd+3wMxwEAR3BxsdxPjXttfizuJQ+t1XvLntj4qdwfx1EAZ8bT2vXe8lvKqz3uU+t9Rx60c/aYCZkoVnByWIVRC1ot2aRcLdBD+iWmLIytxOK+y2RPSUQrmbVjq0itwX2KLyHM5d7yfS3uNZ9ajfsU7mtD6ASt/X1K5n5O3EvdKXEfspGjpriPyc3FfYn1XutrLe5D9b6/JCUvNr94lskpd3C8DQgXQy0RYictuVNM1W/teOXuMyUZpW5tJ6v5p8nQdr9SpqZ3iu9c/67cy+OluLd8X4t7jtbjPsR9zUjhXl4h9P0lcD837rW2WNxfhCPjsb7YqzHuY8jBvRZPpdT7EF9T9Jca97F635EXdZ8tdoQMMi1I5UlVS0De7j9rSScLgWzXik1If6y4pJxsNN+1AqUVq5B+Ps5aoJXAfYiDXNyHfN8S92vEfQr3taIF7ufEPceW4z7m65ZqTkiPlJGiv8S4T+U+hn7leR42u3h2IDM5PXiQysTyn62doyYvBVqSxfTzMVYSan5ZeuVYrThY+mMFVMrcIvcx37Wxst2ysXO/H+5rRQvcT417yxc5p/W4D8ntNecgao/7FO478mHzDKcUGZmkVhLL31K+lCExRb+Ur+m29GuwEtfa9cp+LeFTbZ/qew7upR0h/VL+HO4t3zVbl+Bes6/VuE/hvja0xP3cuOdyY7ZL/a3U+xBKqzmtcV9avZ+CuqvfOtg0Z6Gk0sZoO04r2K0ESLFhjv4Um2I2SNmaL7I/VAgsPZZdW+E+xXfNl5zch8Zvlfva0BL3c+I+pnMLNcfSU2LNWYL7mA0txH2M+4482CzDBBfd6XmkFCafVNaOVo7lcmInAks/18nlpOrn8uVuWtvta3Zbu3aNJ+lPCdzHkIt7zZatcb9W3Ie4rxUtcN/jPqw/xn2Kv1vi3vJhS3GfAgJwo6XKX/3XKE5hs28YBA7uSnnAykWmDGL5owWvlK/JsuwK6Q+1af0xnVKXVgi0ohdaeMiCwn80OVvi3vKdj1mD+5AfW+K+ZtTO/S5xL+VsreZotpRec3JwH+JB66897i3uU1+S0jEPdV9u2RE+EUMn0dSkkjJlAsh2KZ+PT0nQkPwp+i1/ZUJacjSb5BwNJXHP5S3Bfcz3tbi3uGkp7lPirka0wP2ucS/7JEqqObm4t+wqtebk4F6OkZ9bi/sY9zEQAWf1K8+Tsekrzx6xQAwtMuQ8GexTgzxFf+xzSnGI6dbGSvn+M/dd2pyiU9Mv5aTYXRv3ln1rcK9hi9zXiha43zXueV8IrdYcTXaobe2ak5P7FLQS96ncd+wXdZ8xdoADHQhAD5kQPmBl0moBLI+lXK1NIkW/NVb7rY3lsAqI5ae0VStiWjsfb+nv3K/HvbRhi9zXjNq5nxv3mhw+bys1J8aD5ntMVq31PqRL+hPTb41dO+5j3KeCCLjRoUlTOrDhxbOHDzgrAHmA8vHyMx8v5acUf5l4KfpDfoT0a3Ol7/yYy7D0cx+sIhqzeS3uuZyluA/5vgb3mrxW4z4WdzUi5nsN3O8S91pbyTUnF/chlFZzWuO+5HrfsX/Ue7bYEf5pG8DBpJG7Qd9mQUu40I7Vt8mk9m2p+q1k1ZKaywgVNuuY28/lSJ/42JhPXOba3Gs+5uZe+i7nWHZpPuyDe82GVuM+5HuNCPleC/e7xn2KT5r+1uq9bCu55uTiXuOi1bi3uHegA3I79odN3/MsA1wey2TTPluwgtsfa4u3KfqtBaCVtDG7tZ2s9IfrtPTLOdpnzaa1uZdzc3Jv+b4297G5LcT9VO5rQmvct15zcnGfapP/3SL3/HjrcR+D/8LgEj8tYdOLZ0BPtlA7Tzb/o8lKkaMtWqwFjZaUVjKH9IcSS7tKIH8s/VyfVWg0+Zr9a3DP5S/BvaZjTe4ttBj3Me5rRQvcz4l7C6XXnBzcS5Rcc3Jzz+1uMe5j3PdH1eVFY3uBaZABGQpWnmiheVria+3+s58vE2CKfjmHjwnpt3yI6bHG+c9WEdFs1XQtwf1xHFX9mapf8zGmn8s4huMAgItwJOqXRA7uY/KtedKPqXEf4yEH93y8118rUnN+zZoTi7u5ca+hxJqzBPcxu0LjW6n3mi0txn0q9zEs+pKUhrDZK8/+fiC+e9MCTvalLDR4AFu7Qw8Z7NYOlevnckN2aPq1eVw+77PkS/1aMZT9Vvua3GtyYvr3xb0mo3buNTtT4z5F/765t3yvEbXUHI37fcS9nF9qzcnJvaUnN/el1XsLLcZ9iPt+z3NetHHmmAH/L42UnZpMiFCxkmNSrw6EFngh/bIvpj9kh3bsx6deDeB8yCIoj9fk/gguBhC+Ah3Tvwv3/re34xCTKeXXwL30Y2rcH8HF6ric3HPfU+OhVNRSc6y420fcc5RYc5bgXo5bivuS6r0l149pLe5D3CeBcLpwdyRj01eeeYBpQckDMmWXKBFKAp4ocncZ08/7ZR/XE9Kv2Rn6rEHTr43h/vK2kJ6luA/Zrenn/XO5j82Rny37aud+jbhP4b5m1M59j/v53Gu2cP1aX4vca/ZsNe478oGc2+ZN5YcPH3YnTpxY24yOjo6Ojo6Ojr2CiN7knDscG3f4c8mduM0SFgH0fiTZVAM2e+W5o6Ojo6Ojo6OjHBDRA4jonUR0NRE9Wem/MRG9aOx/IxGdN7Z/NxG9mf18lojuOfZdOcr0fV+0q52bvee5o6Ojo6Ojo2PTIBSzEiSiQwB+GcD9AFwD4Coiutw593Y27LEAPuKc+xIiejiAnwHwMOfcbwD4jVHOPwfwcufcm9m873bO7e12g0IoWw+xR4RpXwKQkF8OkPM1uf6LSV5/aL4lS9qUqh8489FcF+FIcOwUm0JztLneDvmFsZzc82PJQ6qfu3CfEg8aQjZpj3qL2a7pB878W0zlntsR4z6lbQnuNR5rg6wjNXJvIWaTlsOpcb9GzUlpm8O9VctCvi5d72P2aH5ypHBv1TJLd4qfJcZ9aM5JnIWzL7jdBebAcnEvAFc7594DAET0QgAPAsAXzw8C8JTx80sA/BIRkTvzHuRHAHhhTkM3u3h+P64dE0v/kgEPWsBOWj5eJpZMGN52enFxus9KWku/VmD4GE2/bNf6pB3WXG1MrKhIH/xTDjT7c3Ev9czRvw/uebt10k/lPnSSCJ3ULczlXjtpa37zeWvEvZxvnaxrQ2rcl8j93JojMTXul645ubiX7Xye5fvS9X4J7jW0GPcx7ic9qm650ndrIjrBji9xzl3Cjs8B8Dfs+BoA9xYyTo1xzt1ARB8F8IUAPsTGPAzDIpvj2UR0EsBLATzV7fiFv/rPFjPBA0smFf/t+/lv3n8I+uszYwXekivlh8aFEs/Sn3LSseyUY0IFyM+T/VqBWJN7i4eQfs33OdxrxTxkZ07uNbQc9ync14aWuJ8S99rckmtOLu4tnaXWnJa4L7HeF/qGwQ/l/sIgEd0bwCedc29lzd/tnLuWiL4Aw+L5kQCeu4uezS6eZWBpQcrbJawg98daO4eUrxWIkH7eZyWVpl9r05IxZUERKki8LVbo1uZeys7NveW75VNMv9UnP4f0h2RY7TXGfYz7WtEC97vGvTYuRX8r9V4bW3LNaYn7Eut98pXnsp7zfC2AO7Djc8c2bcw1RHQWgJsD+DDrfziAF/AJzrlrx98fJ6LnY7g9pC+e50AGlkwgLUGtXaBMwJQFq9XPZYb0e2hJHdMvi23Md00e128VI20nPke/nLtP7rWxW+Q+NHaLcV8bWuJ+atxb4yz7U/TLuTXFvaZviu+11/sQWor7FO4rxFUAzieiO2FYJD8cwHeJMZcDuBDAHwN4CIDX+1swiOhzADwUwNf4weMC+xbOuQ8R0Y0AfAuA1+5q6GYXzwR3RoD5QNSCNZYMPIm08TKQQ4sT2R6TN6VYSP2a71afNTdWjCx9ln7Zlpt7ia1yH7N9a3FfM2rnfmrcayi55uTkXkOpNac17kus90ko6Gkb4z3MTwLwagzXwy91zr2NiI4COOGcuxzArwN4HhFdDeB6DAtsj68F8Df+C4cjbgzg1ePC+RCGhfOzdrW1EMrWAw9ILVFCwek/a086SNmZagsXK9l5v9x9TtFvJVesCGn2avK18daVgn1wz+G/Ze2/PDeXe+vJFRr3mq0p3Id8X5N7zVZ5HNLLfbeevLGvuM/Bfc1Ysua0Fvdza46Uuyb3GrbMfcgXLrPVuC/0nuconHNXALhCtF3MPn8KwHcac68E8FWi7RMA9v7kkU2/JMUHLt+FWonEA9kqVFweT0wuX0sKTU9IfyiJuB5Nf2hOqD9WyLQiYPnCx++Te2nfXO5TZIdkxLgP+a5hCe4t7BL3lj7NrjlxvwT3tWDpmtNK3NdY70Pch3zYEvfa/K3GfUce1H/W2AFyJ6jtCP1vniBynHxOsqYj1ib7UvT7z/K5vKm6rHFcrzwRhDiSRUfjQ+rblXs+zj/27pDQkcqH7/N8pnBvLRhDukK+r829lJ/Kveb76Sv38cI+J+5zcN8Clqg5GvfWf2yknlxxz+VM1T+35qxR70NxH9MzhXvrXQSl1PvSuC+13kdR0G0bNWGzV54dSN0l+mOZKB6+Xe70QgsRDV4G1xFKVKnf0hnTH9v1Sjn8t+TL8l3ayP3hP1wWt29J7rW+3Nxbvks5S3MvOdB8rz3uY763jNK53yXuNXtLrTm1cM9lhMbUVO9r4X4f9X7Sc547JmN7Z5AR/n6gUNKkJIdMQj9fg5aMfi6Xkaqfz+GJGdI/BakcSNlynlWQS+DeGpeTe8t3TXZMvyZ7LvcxHzQdtcV9Cvc1ogTutSvOS8W9pbfEmlNq3Mv+0//RPHgbRen13rKtFu6tMZpsi/tJ9zyX86i6arDZxTOgFzTfLpNKC1JtJ5m6u9T6eZKF9Mfs0GyIJW6sz9qhc/2avaF5mv41uOfzl+De8l2zh+vPzb3kQX62fA75UVrcp3JfG0K+18b91LjX5pdec3Jzb9kTG99Cvbf8lvJqj/tU7jvyoJ2zx0zIRLGCk8MqjFrQaskm5WqBHtIvMWVhbCUW910me0oiWsmsHVtFag3uU3wJYS73lu9rca/51Grcp3BfG0In6Nq4nxP3UnfJNScn9zG5JdWc3Nxrfa3FfYj7SS9J2fxKcDo2e8+zh0xOuYOTAc0TxPdLWXyc39lqY7g+eRzT7/v4j+zX9KdwoCWiVhh4u7UL1oqHpXcN7uXxUtxrvksZS3KvyW817mPc14oWuJ8T91J+6TUnJ/chlFZzcnOv+d9S3E/hvmP/KPJsQURfCuBFrOnOAC4GcAsAjwPwd2P7kfGZgCCiHwfwWAAnAfyAc+7VMT2hZAWgBjMPVn/M2/1nmah8rNVuJXco4aVMSxbvs7jQ7NHmpujn46wFWgnchzjIxX3I9y1xv0bcp3BfK1rgfk7cc2w57mO+bqnmhPRIGSn6S4z7VO6j6FeeZ6FIypxz7wRwTwAgokMYXtP4MgCPAfALzrn/yscT0d0wvGXm7gBuD+C1RHRX59xJUwfITE4PHqQysfxnGdy7noy1JIvp52OsJNT8svTKsVpxsPTHCqiUuUXuY75rY2W7ZWPnfj/c14oWuJ8a95Yvck7rcR+S22vOQdQe9yncd+RDDbdt3BfAu51zfx0Y8yAAL3TOfdo5914AVwO4V4pwLYFkUmpJqu06+W+ZgJZOjin6+bG0IaY/ppv/8MTX7Ja74ZA8zfY5vufgXtoR0s+P53Jv+b4m97K/1bgPcV8rWuB+17jncmuoOfvmPoYSa04r3Jde76M4tNBPQ6jhbPFwAC9gx08iokcBOAHgh51zHwFwDoA3sDHXjG1ngIgeD+DxAHCzO95cDXgZeFpyabt6baxs02AtXKbqT7EpZoOVdFyWdsVA2y3HdsNb5j7Fd82XnNyHxm+V+9rQEvdz4j6mcws1x9JTYs2xuPcvZ+Ev/5LjU7mP2dBC3Me478iDoq88E9HnAvg2AL85Nj0TwF0w3NJxHYCfnyLPOXeJc+6wc+7wTW/zeWfsaEMnTy1htKTUdsh8vqUvduIO6fe65AI4pl/K12TLHS1PbM1nCSuBQ1xM8Z3rmMt9DDm4t2zZGvdrxH0K9zWiFe573O/OfcjfGriXMqdyb+m27A6Nrz3uk+DveV7ipyEUvXgG8E0A/tQ59wEAcM59wDl30jn3WQDPwulbM64FcAc279yxLQiZlDJgZaADZyYH/5my65XJoM0L6Q+1af0xnVKXlqScGykztrOWXGlytsS95Tsfswb3IT+2xH3NqJ37XeJeytlazdFsKb3maL4fwcW4CEdmcx/iQeuvPe4t7ie9JKVjMkrfCzwC7JYNIjrbOXfdePjtAN46fr4cwPOJ6L9h+MLg+QD+JCbcJ2LoJJqaVFKmTADZLuXz8SkJGpI/Rb/lr0xIS45mk5yjoSTuubwluI/5vhb3FjctxX1K3NWIFrjfNe5ln0RJNScX95ZdpdacHNzLMfJza3Ef4z6K/rSNWSj2yjMR3RTA/QD8Fmv+WSJ6CxH9BYCvA/BDAOCcexuAFwN4O4DfAfD9oSdtSMQCMbTIkPNksE8N8hT9sc8pxSGmWxsr5fvP3Hdpc4pOTb+Uk2J3bdxb9q3BvYYtcl8rWuB+17jnfSG0WnM02aG2tWtOTu5T0Ercp3LfsV8Ue8Zwzn0CwBeKtkcGxj8NwNOS5YMOBKCHTAgfsDJptQCWx1Ku1iaRot8aq/3WxnJYBcTyU9qqFTGtnY+39Hfu1+Ne2rBF7mtG7dzPjXtNDp+3lZoT40HzPSar1nof0iX9iem3xq4d9zHuk9GvPM/C5inzAWcFIA9QPl5+5uOl/JTiLxMvRX/Ij5B+ba70nR9zGZZ+7oNVRGM2r8U9l7MU9yHf1+Bek9dq3MfirkbEfK+B+13iXmsruebk4j6E0mpOa9yXXO879o96zxY7guDOCDqeNHI36NssaAkX2rH6NpnUvi1Vv5WsWlJzGaHCZh1z+7kc6RMfG/OJy1ybe83H3NxL3+Ucyy7Nh31wr9nQatyHfK8RId9r4X7XuE/xSdPfWr2XbWvVHP/IuYtwxNSfi3uNi1bj3qr3DnRAbsf+UOw9z0tABrg8lsmmfbZgBbc/1hZvU/RbC0AraWN2aztZ6Q/XaemXc7TPmk1rcy/n5uTe8n1t7mNzW4j7qdzXhNa4b73m5OI+1Sb/u0Xu+fHW4z4J/SUpk7HZK88e1lUJ3n4MxwGc+dB2LUDl7tXLkWP8fG03HLJLjrGSOaQ/lFiWTmu+xVvItpiPGi98rv9b8KsZUlaIe+sB/Ny2JbiXfkzlnl/V2Qf3FkInmZAfS8U9z82QfkuHdnWsVtRQc6yc1+Rp86fE8L5qjpShySqBew25uQ/VnNBLTqSMHNxzu1uM+1i974+qy4tNL55DwWztCFOTQCa+lZB8d5liWyjptDEh/ZYPMT3WuFgR0WzVdIV8T7FxCvcacnMfWwCkcq/N2ZV7y46S417KDOmfymstSM35NWvOvuI+VBM0u2L+hfpKjntrTMiu0PgS6/0c7jVbWoz7VO6j6F8YnIXNUubvB+KBbgX26at79pVbbRctky20uwztwmXihxIjpt+ywbLfKsqW79JXy3ZrjCXXz9euEE7hns9PKWI5uD+EG05dKZ3LvZ+PPXFv+WKdcLgdQ986ca9duY9xL/8OVvzVhBpqjhWb+6g5KbbPrTkhn0uq91LPUtznrPchny3uLbQY9yHu+z3PebHZxbP/l0ZK8sWCnMuRY1KSI1QoYvq1BA7pT0lSfiwLWUi/5IP7J/3V2qf6znVp46cWpqn6d+He8n1L3K8V9ync14aWuJ8b9xxbjXs5bos1x5Lrx7QW9yHuk9CvPM/CZr8wKJ/zrAWltrvj7dpYjlAS8ETxx1ZiSf28X/ZxPSH9mp2hzxo0/doY7i9vC+lZivuQ3Zp+3j+X+9gc+dmyr3bu14j7FO5rRu3c97ifz71mC9ev9bXIvWbPVuO+Ix82u3iW8EEpAz2UMHKOFrSaXC4ntJCz9MtET1kE8jkpYyw/NP2W79KPVP0h3605c7m3sDXutTlbjPsWUCv3W6k5ObmXdmyRe80ePmcrcZ/8hUEC0J+2MRn26mEjkAllBbfcQYZ2orEiwBNR6tWONf2aD1yfpV8D16npCC0yNRlSp5XspXAf8iEX95rva3Jv9bUY96nc14TWuJ8S9yn2hfTz3y3EvcVNaTUnN/e8v8W4n8J9x/5R9xljB8h7nj1kUsqFRCg5AbtAWPK1RJRJbOmXRUXK0vSHkit2MpLzLXtCMuXJRBu7Bvdyfk7uU3iS8/h8+Vk71mSG9Gs6W4z7qdzXhNa4T417i4cp+lup9xqHpdac3Nxb82RbrXEfk5n8hcF+z/Ms9Ns2GEKFmCeC/LGSSvZJPVoCWQlhyQrZrs0JFVlLTmgenxOynduTan/nPjyPz+ncn9m2L+5rQ0vc97ifxr2Gzv12474/5zkv2jhj7Ahrx8j7rB0kHy8DWya31sbnaTvVkH6rWIT0y3atT9phzdXGaLI1mZpuaf8S3FvyYvr3wb2cvzb3cq7luyaf668h7i3ua0fN3M+Ne4nSa04u7mU7n2f5vnbNycG9hhbjPsb9pEfV1V/6FsdmrzzzwNICXAtiOU5LNpmIoRMyl8vnpuj3Y3gfn2Ppj510LDv9j9Qhffe8WIUoVCDW4D7GQ07uUxayS3Fv6dbsbCHuU7ivDS1xPyXutbkl15yc3Gs6S605rXFfWr3vV57zoo2zxgzIwOKJyAPXWmDIRLCKgjVfyufHKfp5n0yakH6tTc6L2a7pt/rkZ8mv1L8G91J2bu4t3y2fYvqtPvk5pD8kw2qvMe5j3NeKFrjfNe61cSn6W6n32tiSa05L3JdY7yfd89zYkzCWQP1njZmQgSUTSEtQLem1BExZsFr9cldt6ffQkjqmXxbbmO+aPK7fKkbaTnyOfjl3n9xrY7fIfWjsFuO+NrTE/dS4t8ZZ9qfol3NrintN3xTfa6/3IbQU9yncd+TDZhfPBHdGgPlA1II1lgw8ibTxMpBDixPZHpM3pVhI/ZrvVp81N1aMLH2WftmWm3uJrXIfs31rcV8zaud+atxrKLnm5OReQ6k1pzXuS6z3SehP25iFzd7z7CGDVQakFpy+TQteKVdLAC7LJ5K1m44VHmuspd+yVxYla4xmrwUuTxtfAveWfEv/vrjXfJftlu4c3FvzNRtrj/up3NeCFrlvsebk5F5iy9yn+NJy3Pd7nvNi04tnv3vju9CUImgFPJenBbPUF9ITK8Ic2lhLvwV5JUAiVGSkzpgvfPwWuQ/5rmEJ7i1snfta0CL3veboc0Lch3zYEvfa/K3GfRT+yvMSPw1h04tnvqv1v+WOUAalDNxQoZQypd6QTSH9lm7Zb+m39HIepH4tOTXfQ0VR83OL3Id8X4t7ia1y3wJq5X5u3E/1c82acwzHcRxHD/Tti/s5vvd6v17cH8dRHMPxoB2W76ncd+TBZhfPDqTuEv2xD1AtGbWgnXoC5sEv56bot3TG9Md2vVJOqMBavksbtYQvhXutLzf3lu9SztLcSw4032uP+5jvLaN07neJe83eEmuO5u9c7uVCPKTX8v0YjuMYjm+m3ueKe8+jpVfzXWLf3E96znPHZGzvDDLC3w8USpqUk4JMQj9fg5aMfi6Xkaqfz+GJGdI/BakcSNlynsaLLGZ87JLcW+Nycm/5rsmO6ddkz+U+5oOmo7a4T+G+RrTC/dy4t/SWVnMuwpHmuC+x3lu2lcb9RTii2mnp12Rb3E+653mzK8H52DRlWlL5dplUWpBqO0lrd5laaK2ktgqGZodmQ6xoxvqsHTrXr9kbmqfpX4N7Pn8J7i3fNXu4/tzcSx7kZ8vnkB+lxX0q97Uh5Htt3E+Ne21+6TVnH9wfwcVja/p/EqXNUkYL9d7yW8rbZ9xzHkur9x150M7ZYyZkoljByWEVRi1otWSTcrVAD+mXmLIwthKL+y6TPSURrWTWjq0itQb3Kb6EMJd7y/e1uNd8ajXuU7ivDaETdG3cz4l7qbvkmpOT+5jckmpObu61vtbiPsR9f0lKXmz2nmcPmZxyBycDmieI75ey+Di/s9XGcH3yOKbf9/Ef2a/pT+FAS0StMPB2axesFQ9L7xrcy+OluNd8lzKW5F6T32rcx7ivFS1wPyfupfzSa05O7kMorebk5l7zv6W4n8J9x/5R99liR4SSFYAazDxY/TFv959lovKxVruV3KGElzItWbzP4kKzR5ubop+PsxZoJXAf4iAX9yHft8T9GnGfwn2taIH7OXHPseW4j/m6pZoT0iNlpOgvMe5TuY+ivyRlFjZLmQOZyenBg1Qmlv8sg3vXk7GWZDH9fIyVhJpfll45VisOlv5YAZUyt8h9zHdtrGy3bOzc74f7WtEC91Pj3vJFzmk97kNye805iNrjPoX7jnzYPMMpRUYmqZXE8reUL2VITNEv5Wu6Lf0arMS1dr2yX0v4VNun+p6De2lHSL+UP4d7y3fN1iW41+xrNe5TuK8NLXE/N+653JjtUn8r9T6E0mpOa9yXVu+T0a88z8KmKQsllTZG23FawW4lQIoNc/Sn2BSzQcrWfJH9oUJg6bHs2gr3Kb5rvuTkPjR+q9zXhpa4nxP3MZ1bqDmWnhJrzhLcx2xoIe5j3HfkwWYZJrjoTs8jpTD5pLJ2tHIslxM7EVj6uU4uJ1U/ly9309puX7Pb2rVrPEl/SuA+hlzca7Zsjfu14j7Efa1ogfse92H9Me5T/N0S95YPW4r7ZPSnbUzGpp+2wQNOBrdcZMoglj9a8Er5mizLrpD+UJvWH9MpdWmFQCt6oYWHLCj8R5OzJe4t3/mYNbgP+bEl7mtG7dzvEvdSztZqjmZL6TUnB/chHrT+2uPe4n7SS1I6JqPuyy07widi6CSamlRSpkwA2S7l8/EpCRqSP0W/5a9MSEuOZpOco6Ek7rm8JbiP+b4W9xY3LcV9StzViBa43zXuZZ9ESTUnF/eWXaXWnBzcyzHyc2txH+M+in7P8yxs+sqzRywQQ4sMOU8G+9QgT9Ef+5xSHGK6tbFSvv/MfZc2p+jU9Es5KXbXxr1l3xrca9gi97WiBe53jXveF0KrNUeTHWpbu+bk5D4FrcR9Kvcd+0XdZ4wd4EAHAtBDJoQPWJm0WgDLYylXa5NI0W+N1X5rYzmsAmL5KW3VipjWzsdb+jv363Evbdgi9zWjdu7nxr0mh8/bSs2J8aD5HpNVa70P6ZL+xPRbY9eO+xj3yehXnmdh85T5gLMCkAcoHy8/8/FSfkrxl4mXoj/kR0i/Nlf6zo+5DEs/98EqojGb1+Key1mK+5Dva3CvyWs17mNxVyNivtfA/S5xr7WVXHNycR9CaTWnNe5Lrvcd+0e9Z4sd4Z+2ARxMGrkb9G0WtIQL7Vh9m0xq35aq30pWLam5jFBhs465/VyO9ImPjfnEZa7NveZjbu6l73KOZZfmwz6412xoNe5DvteIkO+1cL9r3Kf4pOlvrd7LtpJrTi7uNS5ajXuLewc6IFdFv/I8C5u+51kGuDyWyaZ9tmAFtz/WFm8p+o/jKI7jqLkAtJI2Zre2k5X+cJ3HcRTHcDwoM8TZ2tx7+625If27cs/bjuH4KTtSubf0Wxykch+bG9Ln/cgV9/6z5XuK/pDvMT5rwFrcz4l7frx23Jdc7/3nKdyn2uR/t8g9P9563HfkwaYXz4CebKF2nmz+R5OVIkdbtFgLGmvXa42x9McW0NIf+WPN5/qsQqPJt2Ro7fvkXkOM+5STQ0h/zPcp3GuyduHeQilxvyT3taIF7ufEvYXSas4S3EuUXHNyc8/tbjHuY9z3R9XlxaYv1suADAUrT7TQPC3xtXb/2c+XCWDpOIKLzaTUbAzpt3wI+eVxEY4cGOc/W0VEs1XTtQT3F+EITmK4Ai0xRb/mY0w/l+H/nvwZ9akL3Rzcx+Rb847gYtXHfcV9jHv/95zCfSuLZiA953Nwn6o/xv3cuNdQYs1ZgvuYXaHxa9WcfXOv2dJi3Kdyn4T+kpTJ2OyVZ38/EN+9aQEn+1IWGjyArd2hhwx2a4fK9XO5ITs0/do8Lp/3WfKlfq0Yyn6rvQTuLX9zcq/5vkXu14j7GPc1ohXu58a9nL/FuLf0bK3mWGgx7kPcJ9/z3DEL5Nw2L+0fPnzYnThxYm0zOjo6Ojo6Ojr2CiJ6k3PucGzc4TuQO/FDS1gE0A8jyaYasNkrzx0dHR0dHR0dHR1TUff/Kjs6Ojo6Ojo6OuahP6puFvqV546Ojo6Ojo6OjtVBRA8goncS0dVE9GSl/8ZE9KKx/41EdN7Yfh4R/SMRvXn8+Z9szgVE9JZxzi8S0c43hPf9RkdHR0dHR0fHVlHI0zaI6BCAXwZwPwDXALiKiC53zr2dDXssgI84576EiB4O4GcAPGzse7dz7p6K6GcCeByANwK4AsADALxqF1v7leeOjo6Ojo6Ojo61cS8AVzvn3uOc+ycALwTwIDHmQQAuGz+/BMB9Q1eSiehsADdzzr3BDU/IeC6AB+9qaL/y3NHR0dHR0dGxRSx7z/OtiYg/5uwS59wl7PgcAH/Djq8BcG8h49QY59wNRPRRAF849t2JiP4MwMcA/KRz7v+M468RMs/Z1ZG+eO7o6Ojo6Ojo6MiND2V8VN11AO7onPswEV0A4OVEdPdMuvriuaOjo6Ojo6NjkyjraRvXArgDOz53bNPGXENEZwG4OYAPj7dkfBoAnHNvIqJ3A7jrOP7ciMzJKIeyhXEt3n/Gq65DbzWSffxNQanzQ6/5lHJir1qV8y09Wrufy19LLV+tnGo7t1/aZ706VLN9Te6P4fipY/nqc0u/tF/To7XP8X0p7nk88FevW7JrjXtNHp/L46EmXIQjp2yXryoH6uDekhmLe5nD1tgp+uXYGuKe8yBzeIrvtdd77dzG7ZnKvZfnObXmyva1ub/dBWdfcEBJ+bgKwPlEdCcMC9yHA/guMeZyABcC+GMADwHweuecI6LbALjeOXeSiO4M4HwA73HOXU9EHyOir8LwhcFHAfgfuxq62cUzwQVfc8nbQgHt+62E1JLMSiTtFZsxedprPTX7NP2a71afNVcrRin6LP2yLTf3ElvlPmb71uK+ZtTO/dS411ByzcnJvYZSa05r3JdY75NAKOZpG+M9zE8C8GoMVl3qnHsbER0FcMI5dzmAXwfwPCK6GsD1GBbYAPC1AI4S0WcAfBbAE51z14993wfgOQA+D8NTNnZ60gaw4cWzBw9ILVFCwRkKVCu4pT5txxjTz/vkcUy/ZXOsCGn2avK18dJeTc/WuA/5vib3mq3yuGXua4b/z4k8D9bCfa85u3GvYcvch3zhMmPc87yqKe4JzhxfMpxzV2B4nBxvu5h9/hSA71TmvRTASw2ZJwB8xT7t3PSj6nzg8l2olUg8kK1CxeXxxOTytaTQ9IT0h5KU69H0W5BXAiRihUwrApYvfPwWuQ/5rmEJ7i1snfta0CL3veboc0Lch3zYEvfa/K3GfRT+nuclfhrCphfPcifId3cyCXi7tmvWCqWUKfWGbArpt3TLfku/pZfzIPVryan5HiqKmp9b5D7k+1rcS2yV+xZQK/dz436qny3XnJiekmpOa9yXWu878qDYxTMRvW98neKb/XMBiehWRPQaInrX+PuWYzuNr1y8moj+goj+ZUy+A6m7RH/sA1RLRi1op56AefDLuSn6LZ0x/bFdr5QTSnLLd2mjlvClcK/15ebe8l3KWZp7yYHme+1xH/O9ZZTO/S5xr9lbas1pjfua6v2WuHfY+Q3UHQGUfgb5Oufch9jxkwG8zjn39PGd508G8J8BfBOGb1aej+GB2s/EwQdrnwF/P1AoaVKSQyahn69BS0Y/l8tI1c/n8MQM6Z+CVA6kbDlP40UWMz52Se6tcTm5t3zXZMf0a7Lnch/zQdNRW9yncF8jWuF+btxbekusOa1xX2K9t2zbEveT7nkufSVYIGqj7EEA7jN+vgzAlRgWzw8C8NzxOX9vIKJbENHZzrnrQsK0pPLtMqm0INV2kqm7S62fJ1lIf8wOzYZY4sb6rB0616/ZG5qn6V+Dez5/Ce4t3zV7uP7c3Ese5GfL55AfpcV9Kve1IeR7bdxPjXttfuk1Jzf3lj2x8S3Ue8tvKa/2uE/lviMPSj57OAC/S0QOwK+Or3C8LVsQ/y2A246ftVc6noPhjTOnQESPB/B4ALjZHW8G4GCiWMHJYRVGLWi1ZJNytUAP6ZeYsjC2Eov7LpM9JRGtZNaOrSK1BvcpvoQwl3vL97W413xqNe5TuK8NoRN0bdzPiXupu+Sak5P7mNySak5u7rW+1uI+xH3ybRtlvSSlGpRM2b92zl1LRF8E4DVE9Je8c3wo9qRnsYwL8EsA4PaHz3bAweSUOzjeBoSLoZYIoV2o1DdFvz/2D3D3j9ORu8+UZDyE0y8aOIKL1Z2s5h+HZYcfK2VpvK3BfYgHS79WYKdyb/k+h3utkE7lnqOGuLdk7cp9zaid+7lxr7WVXHNycR9DaTUnN/chvqboLzXuY9x35EWxZwvn3LXj7w8S0csA3AvAB/ztGER0NoAPjsNTXul4ADLItCCVJ1UtAXm7/6wlnSwEsl0rNiH9VlJrsnhfDFqB0oqVlqSpRa0U7qVNqfpjhT3Efcj3OdxbBbd07neJ+5zc14oWuJ8T9xxbjvuYr1uqOSE9UkaK/hLjPpX7KAp6SUpNKHLxTEQ3BfA5zrmPj5/vD+AoTr+W8enj71eMUy4H8CQieiGGLwp+NHa/swOZyekhd6M86P1na+eoyUuBlmQh/fIKqZWEml8c/tWj1gsW5Bzuv58/fA4XUCmzNO61V1OH9PMxqdzHfNfGynbLxpq5n6qfj9k397WiBe6nxr3li5zTetyH5PaacxC1x30K9x35UCrDtwXwMiICBhuf75z7HSK6CsCLieixAP4awEPH8VcAeCCAqwF8EsBjUhWlFBmZpFYSy99SvpQhMUW/lK/ptvRrsBLX2vXKfi3hU22f6nsO7qUdIf1S/hzuLd81W5fgXrOv1bhP4b42tMT93LjncmO2S/2t1PsQSqs5rXFfWr1PRr/neRaKpMw59x4A/0Jp/zCA+yrtDsD3T9UTSiptjLbjtILdSoAUG+boT7EpZoOUrfki+0OFwNJj2bUV7lN813zJyX1o/Fa5rw0tcT8n7mM6t1BzLD0l1pwluI/Z0ELcx7jvyIPNMkxw0Z2eR0ph8kll7WjlWC4ndiKw9HOdXE6qfi5f7qa13b5mt7Vr13iS/pTAfQy5uNds2Rr3a8V9iPta0QL3Pe7D+mPcp/i7Je4tH7YU98mou/ytgmLfMLgEeMDJ4JaLTBnE8kcLXilfk2XZFdIfatP6YzqlLq0QaEUvtPCQBYX/aHK2xL3lOx+zBvchP7bEfc2onftd4l7K2VrN0Wwpvebk4D7Eg9Zfe9xb3E96SUrHZGx6v+ETMXQSTU0qKVMmgGyX8vn4lAQNyZ+i3/JXJqQlR7NJztFQEvdc3hLcx3xfi3uLm5biPiXuakQL3O8a97JPoqSak4t7y65Sa04O7uUY+bm1uI9xH0V/2sYsbPrKs0csEEOLDDlPBvvUIE/RH/ucUhxiurWxUr7/zH2XNqfo1PRLOSl218a9Zd8a3GvYIve1ogXud4173hdCqzVHkx1qW7vm5OQ+Ba3EfSr3HftF3WeMHeBABwLQQyaED1iZtFoAy2MpV2uTSNFvjdV+a2M5rAJi+Slt1YqY1s7HW/pL496//MU/im9p7v1LW04/CvBMW/fJvbRhbe41HvijGTW+duW+Zmy15mhy+Lzaas5c7mM8aL7HZNVa70O6pD8x/dbYteM+xn0y+tM2ZmHzlPmAswKQBygfLz/z8VJ+SvGXiZeiP+RHSL82V/rOj7kMSz/3wSqiMZvX4p7Lkdxr9sb8COlP8d2yLyf3mryS4l7THfJjLve1IuZ7KTUnNe6n1hytreSak4v7EHJxX1u9bynuU7nv2D/qPVvsCP+0DeBg0sjdoG+zoCVcaMfq22RS+7ZU/VayaknNZaQszFIWl9JGrUCFfOIy1+Ze8/EQbjjj5S9S767cpywQ5ctncnKv2VBK3PsrzpIHac+u3NeKkO+l1ZzUjREfmxL3KT5p+lur97JtCe5Lq/caF63GvcW9Ax2Qq6JfeZ6FTd/zLANcHstk0z5bsILbH2uLtyn6rQWglbQxu7WdrPSH67T0yznaZ82mtbmXc3Nyb/m+NvexuS3E/VTua0Jr3Ldec3Jxn2qT/90i9/x463HfkQebXjwDerKF2nmy+R9NVoocbdFiLWi0pLSSOaQ/lFjaVQL5Y+nn+qxCo8nX7F+Dey5/Ce41HWtyb6HFuI9xXyta4H5O3Fsovebk4F6i5JqTm3tud4txH+O+P6ouL9LOoI1CBmQoWHmiheZpia+1+89+vkyAKfrlHD4mpN/yIabHGuc/W0VEs1XTpfXxL87FbJzCvYbc3Id8j+mxxqVyL3kMLRxDvmtyNB9zxT3Xv0/ua0Vqzq9Zc3LFvYZ91BzLppLrfcyu0PiS6r1lUwr3mi0txn0q90noj6qbjM1eefb3A/HdmxZwsi9locED2Nodeshgt3aoXD+XG7JD06/N4/J5nyVf6teKoey32qdwb2FX7i1/c3Kv+b4E91LWFuM+xn2NaIX7uXEv5++r5tQU95aetWvO0txbaDHuQ9wn3/PcMQt1nzF2gP+XRspOTSZEqFjJMaF52tWzqfplX0y/ZodWRKT81KsBnA9ZBOXxFO79F+e0DfIc7lMXS7m413z3j8XzX47Lwb2/UnyIyZjj+xFcPNqmj0/hnvs2Vz+Xx8dwLlO4j3FROpbkft9xL4/nxj3HPmpOSNcuNScn93LcUtzvu97HdGnjY5z6Ma3FfYj7JPQvDM7Cpq888wDTgpIHZMouUeI4juIYjqtJIOXJtpB+3i/7uJ5QEnJoc+RnDZp+bYz/4fbk5j7kuyxSlt2aft4/l/uY76H2kH5tDPeXx2NIz1Lc5457+TnEfYzvWlAK91Pifms1Jxf3mi1cv9bXIveaPVuN+4586PuNET4oeeBpCckDWPsdSz4u5/TVVD3xQ/p5MUhZBMo5sTGW/Zp+zT/ND25/SH/MdzmHz9UKr8a9lG3ZvCT38qowH7MP7kM2anNyc58z7uWj7ebGfY1Ym/tec9bjntuxVe4te7YW98lfGOxXnmdh85SdxFkH3iLn2wGcEbgyUWVy8EJwEmcdeBuanMeTh+tL0c+hvX1Ns8uC75dyuM0xWH74tliRsPyYy71sl/O0wjWHe+0kmcK99vfXdMzhnt+ywO2T8Z1avOdyL/Nq33Gfm/uaMCfuS+Z+Styn2BfSz38vVXNycm9xk7PmzKn3ubnn/S3G/RTuO/aPus8YO0De8+whkzK285TtVqJa8rVElEls6dfmy89Sf0pyWYVPzo/Zo8mSJxNL/9Lcy/mp3GsFLMZ9Ck9yHp8vP2vHmswU7i0uSoz7JbivCa1xnxr3Fg9T9NdU70PcaxyWWnNyc2/Nk221xn1MZn9JSl50yhB+bJcMXqtYy0SWc7R2LYFS9Msxp6/UngltTqjIpn4pT5ur+ZNiu9Qfm6/ZtSb3vF9rS+U+JH8q99rj/GLcWzp34Z5/qc+y1fKxFO5rw5bjfortlv011xwNW+Q+xVbNx9bivj/nOS/64hnhq7N8pxlLJrkrlcmttfF5WlKF9IeKhaVftmt90g5rrjYmVlS0E4tl/xLcW/Ji+vfBvZy/NvdyruW7Jp/rryHuLe5rR83cz417iRw1hz8ZqdS4l+0af6XVnBz1XkNpcc9vUczF/aRH1fXnPE/Gpp+24aEFuBbEcpyWbDIRQydkLpfPTdHvx/A+PsfSHzvpWHb6H6lD+u55sQpRqECswX2Mh5zcpyxkl+Le0q3Z2ULcp3BfG0rk/jiO4jiOZo17ba608xiOn7oHf07NseQvFffHcBzHcDzKvWWrlB2b02q9L6XmhOzcF/f9ynNetHHWmAEZWDwReeCGCqiH3KXK3a0GKZ8fp+jnfTJpQvq1NjkvZrum3+qTn0M77LW4l7Jzc2/5bvkU02/1yc8h/SEZVnuNcR/jvlaUzD0fL+XsM+61cVKHpj/Vd8vOpbjntmvcp/in2RCzXc6rvd6XUHNO39KW9mi5Odz3e57zYrOUycCSCaQlqJb0WgKmLFitfrmrtvR7aEkd0y+Lbcx3TR7XbxUjbSc+R7+cu0/utbFb5D40dotxXxtK5f70E17yxb01jvfL74VMrTn8+yBrxL20P8S9pk87Xrvm5Kr3IZRcc3Jw35EPm108E9wZAeYDUQvWWDLwJNLGy0AOLU5ke0zelGIh9Wu+W33W3FgxsvRZ+mVbbu4ltsp9zPatxX3NqJ37qXGvoeSak5N7DaXWnNa4L7HeJ6FfeZ6Fzd7z7CGDVQakFpy+TQteKVdLAC7LJ5K1m44VHmuspd+yVxYla4xmrwUuTxtfAveWfEv/vrjXfJftlu4c3FvzNRtrj/up3NeCFrlvsebk5F5iy9yn+NJy3Pd7nvNi04tnv3vju9CUImgFPJenBbPUF9ITK8Ic2lhLvwV5JUAiVGSkzpgvfPwWuQ/5rmEJ7i1snfta0CL3veboc0Lch3zYEvfa/K3GfRIOLfTTEDa9eOa7Wv9b7ghlUMrADRVKKVPqDdkU0m/plv2Wfksv50Hq15JT8z1UFDU/t8h9yPe1uJfYKvctoFbu58b9VD9brjkxPSXVnNa4L7Xed+TBZhfPDqTuEv2xD1AtGbWgnXoC5sEv56bot3TG9Md2vVJOKMkt36WNWsKXwr3Wl5t7y3cpZ2nuJQea77XHfcz3llE697vEvWZvqTWnNe5rqvdb4n7Sc547JmN7Z5AR/n6gUNKkJIdMQj9fg5aMfi6Xkaqfz+GJGdI/BakcSNlynsaLLGZ87JLcW+Nycm/5rsmO6ddkz+U+5oOmo7a4T+G+RrTC/dy4t/SWWHNa477Eem/ZtiXuk+957l8YnIVNU6YllW+XSaUFqbaTTN1dav08yUL6Y3ZoNsQSN9Zn7dC5fs3e0DxN/xrc8/lLcG/5rtnD9efmXvIgP1s+h/w4hBvOeDub1h+Le/9yCz4/N/e1IeR7KTUnV9xr80uvObm5t+yJjW+h3lt+S3m1x30q9x150M7ZYyZkoljByWEVRi1otWSTcrVAD+mXmLIwthKL+y6TPSURrWTWjq0itQb3Kb6EMJd7y/e1uNd82if3Wt9acZ/CfW0InaBLqjm54l7qLrnm5OQ+JrekmpObe62vtbgPcd9fkpIXm6dMJqfcwfE2IFwMtUQI7UKlvin6rR2v3H2mJKPUre1kNf80GdruV8rU9E7xnevflXt5vBT3lu9rcc+xb+5DV5xT/vb8BRW5ua8Zlu/yyv3UmuP/c+Bf1MGRwj3XnyPutbaSa06ueh9DaTUnN/chvqbor7Xed+RF3WeLHSH/nawFqTypagnI2/1nLelkIZDtWrEJ6Y8Vl5STjUdsYaUVq5B+Ps5aoMUKRCr3/uTsX3k6hfsQB7m4D/leG/clxr1c7E3lvlakxJ1sT+Fe9pUW9xxbjvuYr1uqOSE9UkaK/hLjPpX7KPqV51nYLGXavzS0AuTbZWJpu1MtIadCS7KYfj7GSkLNL0uvHKsVB0t/rIBKmaHin+K7ZXfJ3Md818bKdsvGpbkvMe4tO6ZwXys0f06/Ijs+R+P+9BXneXHPNzE54t7yRc7ZStxrcnvNOYil6r32nx9r7L6578iHTTMs/51sJblMUiuJ5W8/XsLaKU/RL+Vrui39GqzEtXa9sl9L+FTbp/ouf/N/J8/lXtoR0i/lz+He8l2zdQnuNftqjXv/HwgLKdzXhlK4t/RrffuOey43ZrvU30q9D6G0mtMa96Wda6fANfYCkyVQ9xljR4SSShuj7TitYLcSIMWGOfpTbIrZIGVrvsj+UCGw9Fh2bYX7FN81X3JyHxq/Ve5rQ0vcz4n7mM4t1BxLT4k1ZwnuYzYsEffyPzdynmbPPrnvyIPNMkxw0Z2eR0ph8kll7WjlWC4ndiKw9HOdXE6qfi5f7qa13b5mt7Vr13iS/pTAfQy5uNds2Rr3a8V9iPta0QL3Pe7D+mPcp/i7Je4tH7YU9ylwBJysu/ytgs2+YRA4uCvlASsXmTKI5Y8WvFK+JsuyK6Q/1Kb1x3RKXVoh0IpeaOEhCwr/0eRsiXvLdz5mDe5DfmyJ+5pRO/e7xL2Us7Wao9lSes3JwX2IB62/9ri3uE9+SUrHLGx6v+ETMXQSTU0qKVMmgGyX8vn4lAQNyZ+i3/JXJqQlR7NJztFQEvdc3hLcx3xfi3uLm5biPiXuakQL3O8a97JPoqSak4t7y65Sa04O7uUY+bm1uI9xH0W/8jwLm77y7BELxNAiQ86TwT41yFP0xz6nFIeYbm2slO8/c9+lzSk6Nf1STordtXFv2bcG9xq2yH2taIH7XeOe94XQas3RZIfa1q45OblPQStxn8p9x35R9xljBzjQgQD0kAnhA1YmrRbA8ljK1dokUvRbY7Xf2lgOq4BYfkpbtSKmtfPxlv7O/XrcSxtK5F4+9mnf3NeMrca9JofP20rNifGg+R6TVWu9D+mS/sT0W2PXjvsY96lwBNxwaKnrqJ9dSE9+1H222AN8wFkByAOUj5ef+XgpP6X4y8RL0R/yI6Rfmyt958dchqWf+2AV0ZjNa3HP5SzFfcj3NbjX5LUa97G4qxEx32vgfpe419pKrjm5uA+htJrTGvcl1/uO/aPes8WO8E/bAA4mjdwN+jYLWsKFdqy+TSa1b0vVbyWrltRcRqiwWcfcfi5H+sTHxnziMtfmXvMxN/fSdznHskvzYR/cazaUFvf+Gc65uK8VId9Lqzm54j7FJ01/a/VetpVcc3Jxr3HRatxb3GsvgtPgiHDyrKWWgv+0kJ782PQ9zzLA5bFMNu2zBSu4/bG2eJui31oAWkkbs1vbyUp/uE5Lv5yjfdZsWpt7OTcn95bva3Mfm9tC3E/lvia0xn3rNScX96k2+d8tcs+Ptx73HXmw6cUzoCdbqJ0nm//RZKXI0RYt1oJGS0ormUP6Q4mlXSWQP5Z+rs8qNJp8zf41uOfyl+Be07Em9xZajPsY97WiBe7nxL2F0mtODu4lSq45ubnndrcY9zHu+6Pq8iLtDNooZECGgpUnWmielvhau//s58sEmKJfzuFjQvotH2J6rHH+s1VENFs1XUtyryE39yEfYnqscfviPiY/ZmPpcZ/qe21IzfmSuZ8b9xpKrjk5uY/ZFRrfSr3XbGkx7lO5T8HJQ/393FOx2SvP/n4gvnvTAk72pSw0eABbu0MPGezWDpXr53JDdmj6tXlcPu+z5Ev9WjGU/VZ7Cdxb/ubkXvN9i9yvEfcx7muEfwpJ7dzPjXs5f4txb+nZWs2x0GLch7hPvee5Yx7qPmPsAP8vjZSdmkyIULGSY1KvDliFIqZf9sX0h+zQjv341KsBnA9ZBOVxCdzHkIt7y/ctcb9W3KdwXzNq535u3Fsc8OPW416O22LNseT6Ma3FfYj7FAyP7e1Xnqdi01eeeYBpQckDMmWXKBFKAp4ocncZ08/7ZR/XE9Kv2Rn6rEHTr43h/vK2kJ6luA/Zrenn/XO5j82Rny37aud+jbhP4b5GHMHFAOrnvsf9fO41W7h+ra9F7jV7thr3Hfmw2cWzhA9KGeihhJFztKCVY47hOI7j6IFks3aUmn6Z6CmLQD4nZYzlh6bf8l36kao/5LuH53EK91JOqBClcn8cR3EMx1UZNXGf4rtl81zuS4z7FrA09z4XLf1Lxr23I0fNqSHupR0l15xc3HNs+Vyb+oVBB8Lpr2Tm/WkJ9uqhcZyD259R8JeGteBaA2vysCv2afsusmrmUKKk2OxIQ2zhwU/+cvOoHfvx1gYztnixTu6aDdaVvhhiCxlr8aJxEPOdcyj1h7j3ueSfTz6Ve/lGTc03qd/iZhfuuR+W3ZZ9If0h3+W8qdzH9O4j7lP0WzbsGvdTuK8JRPQAAM8AcAjArznnni76bwzguQAuAPBhAA9zzr2PiO4H4OkAPhfDA6V/1Dn3+nHOlQDOBvCPo5j7O+c+uJOdzm3zcSaHDx92J06cWNuMjo6Ojo6Ojo69goje5Jw7HBv3Lw6f5a44cYsFLALOpQ8HbSKiQwD+CsD9AFwD4CoAj3DOvZ2N+T4A93DOPZGIHg7g251zDyOirwTwAefc+4noKwC82jl3zjjnSgA/4pzb26Kv37bR0dHR0dHR0dGxNu4F4Grn3Hucc/8E4IUAHiTGPAjAZePnlwC4LxGRc+7PnHPvH9vfBuDzxqvUWbDZ2zY6Ojo6Ojo6OraMhZ+2cWsi4ld/L3HOXcKOzwHwN+z4GgD3FjJOjXHO3UBEHwXwhQA+xMZ8B4A/dc59mrU9m4hOAngpgKe6HW+72Ozi+Vq8/9R9aED8y2MS2n1T1n2GUlbqFw9C+qUO68sNln5+j66/j02bq93XKH2WbdJujRvZbyE39/z+3otwZBHuLd/X5F6LhxbjXvOd99d677qP3V24977zuqiNs7iX98VK/f6zl6PZNyfuZQ7LOVxfCTXHkh3SL3VocW/lcKk1R8M+uJc8lF5zcnF/9gW3u8B0fD18KOVWkl1ARHcH8DMA7s+av9s5dy0RfQGGxfMjMdw3PRubXTzLb6JqQcrbJUI36fu5oaJpJZX/UkFMP++zkiqWkJrvoXEh/Vaf/KwVmrW5l7Jzc2/5bvkU02/1yc8h/SEZVnuNcR/jvlbsg3uPXbjX5i8V99q4FP2t1HttbMk1pyXuS6z3qS9JKew5z9cCuAM7Pnds08ZcQ0RnAbg5hi8OgojOBfAyAI9yzr3bT3DOXTv+/jgRPR/D7SFtLZ6J6A4YnLotAIfhsv4ziOgpAB4H4O/GoUecc1eMc34cwGMBnATwA865V8f0yMCSCaQlqLULlAmYsmC1+rnMkH4PLalj+mWxjfmuyeP6rWJk7eqn6pdz98m9NnaL3IfGbjHua8M+uJdPdOByU7gPPREiZ9xb4yz7U/TLuTXFvaZviu+11/sQSq45ObivEFcBOJ+I7oRhkfxwAN8lxlwO4EIAfwzgIQBe75xzRHQLAL8N4MnOuT/yg8cF9i2ccx8iohsB+BYAr93V0OIWzwBuAPDDzrk/HS+xv4mIXjP2/YJz7r/ywUR0NwwE3x3A7QG8loju6pw7GVJCcGcEmA9ELVhjycCTSBsvAzm0OJHtMXlTioXUr/lu9VlzY8XI0mfpl225uZfYKvcx27cW9zWjdu6nxr2GkmtOTu41lFpzWuO+xHqfilKuPI/3MD8JwKsBHAJwqXPubUR0FMAJ59zlAH4dwPOI6GoA12NY/wHAkwB8CYCLicjfO3Z/AJ8A8Opx4XwIw8L5WbvaWtzi2Tl3HYDrxs8fJ6J3YLhB3MKDALxwvDH8vSOh98KwK4mCB6SWKKHgDAVqys5UW7hYyc77rd2nlvipyRUrQpq9mnxtvLRX07M17kO+r8m9Zqs8bpn7mlE7973m7Ma9hi1zH/KFy2w17lNfklIaxjsKrhBtF7PPnwLwncq8pwJ4qiF27/d/F/2oOiI6D8BXAnjj2PQkIvoLIrqUiG45tmnfzlQX20T0eCI6QUQnPvF3nzwVuHwXaiUSD2SrUHF5PDG5fC0pND0h/aEk5Xo0/RbklQCJWCHTioDlCx+/Re5DvmtYgnsLW+e+FrTIfa85+pwQ9yEftsS9Nn+rcR9Df8PgPBS7eCaiz8fwrcgfdM59DMAzAdwFwD0xXJn++akynXOXOOcOO+cO3/Q2NzmwE+S7O5kEvF3uHHm7TIrYjlQiRb+lW/Zb+i29nAepX0tOzfdQUdT83CL3Id/X4l5iq9y3gFq5nxv3U/1suebE9JRUc1rjvtR635EHRS6ex3tTXgrgN5xzvwUAzrkPOOdOOuc+i+F+lXuNw1O+nXkAwzdM9Stv2q7WgweuP9Z+x8CDX85N0W/pjOmP7XqlnFCSW75LG7WEL4V7rS8395bvUs7S3EsONN9rj/uY7y2jdO53iXvN3lJrTmvc11Tvt8R96tM2OuahuDMIERGGG8Lf4Zz7b6z97PF+aAD4dgBvHT9fDuD5RPTfMHxh8HwAfxLVM94PFEqalOSQSejna9CS0c/lMlL18zk8MUP6pyCVAylbztN4kcWMj12Se2tcTu4t3zXZMf2a7Lncx3zQdNQW9ync14hWuJ8b95beEmtOa9yXWO8t27bEfeo9z/xCYkc6SmTsqzE8wPotRPTmse0IgEcQ0T0xPL7ufQCeAADjNzFfDODtGJ7U8f2xJ214aEnl22VSaUGqBVzq7lLr50kW0h+zQ7MhlrixPmuHzvVr9obmafrX4J7PX4J7y3fNHq4/N/e8zXphRu1xn8p9bTiG4+rLSfhviVK5nxr32vzSa05u7i17YuNbqPeW31Je7XGfyn1HHhR39nDO/SGg/r/hCqXNz3kagKfN0ScTxQpODqswakGrJZuUqwV6SL/ElIWxlVjcd5nsKYloJbN2bBWpNbhP8SWEudxbvq/FfYpPrcR9Cvc1wuKtNu7nxL3UXXLNycl9TG5JNSc391pfa3Ef4n7KbRulPKquJhS3eF4aMjnlDo63AeFiqCVCbGEid4qp+q0dr9x9piSj1K3tZDX/NBna7lfK1PRO8Z3r35V7ebwU95bva3HPcRJnsSvO7cV9iPtawV/PXSv3c+Neayu55uTiPobSak5u7kN8TdFfatzHuO/Ii3rPFnuADDItSOVJVUtA3u4/a0knC4Fs14pNSH+suKScbDTftQKlFauQfj7OWqCVwH2Ig1zch3zfEvdrxH0K97WiBe7nxD3HluM+5uuWak5Ij5SRor/EuE/lPobCXs9dDTa7eHYgMzk9eJDKxPKfrZ2jJi8FWpLF9PMxVhJqfll65VitOFj6YwVUytwi9zHftbGy3bKxc78f7mtFC9xPjXvLFzmn9bgPye015yBqj/sU7jvyYfMMpxQZmaRWEsvfUr6UITFFv5Sv6bb0a7AS19r1yn4t4VNtn+p7Du6lHSH9Uv4c7i3fNVuX4F6zr9W4T+G+NrTE/dy453Jjtkv9rdT7EEqrOa1x7/uP4TgAnPEF3jW4T4UD0NoLTJZA3WeMHRFKKm2MtuO0gt1KgBQb5uhPsSlmg5St+SL7Q4XA0mPZtRXuU3zXfMnJfWj8VrmvDS1xPyfuYzq3UHMsPSXWnCW4j9nQQtzHuO/Ig80yTHDRnZ5HSmHySWXtaOVYLid2IrD0c51cTqp+Ll/uprXdvma3tWvXeJL+lMB9DLm412zZGvdrxX2I+1rRAvc97sP6Y9yn+Lsl7i0fcsf9RTgyzl6f+zT05zzPQZFvGFwKPGBkcMtFpgxi+aMFn5SvybLsCukPtWn9MZ1Sl1aItKIXWnjIgsJ/NDlb4t7ynY9Zg/uQH1vivmbUzv0ucS/lbK3maLaUXnNycB/iQeuvPe4t7lNfktIxD5vebvhE5MHnXw7hd4+pSeUh52u7S2kD/x06oXNdMsG8/Kn6pQ7NDl6wpBzNJs6DfHEDH6sVrpjvIe4t22Lcc3m7cJ+qP+b7rtxbJxjZb8WD5XsO7vcV9/vivla0wP2ucS/7JEqqObm4t+wqtebk4F6OkZ9bi/sY9zH0p23Mw6avPHvETpyhRQaXIQNYS5ZYkKfKiX2OzYvp1sbK4uM/8+JgzQnp1PRbPoTsloVmDe5TCrM1f1/ce91TuNewRe5rRQvc76PmTI37lmqOJjvUtnbNycl9ClqJ+1TuO/aLus8YO0C+z91/5q8j5kHJd5r8M59/CDecccVXjuGyeJtEin5rrLff0s99lb5LXyw/pa1aETv90oYz51kFa4rvFvea/Vxubu5DvC3JvdbOx4f0x3xvnfta4V/PXTP3c+Nek8PnbaXmxHjQfI/Jyl1zcnEf0iX9iem3xq4d9zHup6BfeZ6Oes8We4IPOCsAeYDy8fIzHy/lpxR/mXgp+kN+hPRrc6Xv/JjLsPRzH6wiGrN5Le65nKW4D/m+BveavFbjPhZ3taNW7neJe62t5JqTi/sQSqs5rXFfcr3v2D/aOFvMgH/aBnAwaeRu0LdZ0BIutGP1bTKpfVuqfitZtaTmMkKFzTrm9nM50ic+NuYTl7k295qPubmXvss5ll2aD/vgXrOh1bgP+V4jhv941c39rnGf4pOmv7V6L9tKrjm5uNe4aDXuLe4d6IBcDf2e53nY9D3PMsDlsUw27bMFP+YYjp96aDrXoy3epui3FoBW0sbs1nay0h+u09KvcaDpXoJ7S0/I7iW4t3xP4f44juI4js7m3orHlLm5uJ8T954HS0ZqW4z7mrAU92vEfYs1Jxf3qTb53y1yz4+3HvcdebDpxTOgJ1uonSeb/9FkWbtnuUvk4PJi+uVnS39oYaTZJv2RP5Z+rs8qNJp8zf59cR+SY11FSNEvP6fqj/m+JvcWluB+6biPcV8rWuB+TtxbKL3m5OBeouSak5t7bneLcR/jvj+qLi/SzqCNQgZkKFh5ooXmycTTHhnHdfj5MgGm6Jdz+Bhrp89hJWDKiUqzzSoimq2arn1xH/LdWkBP1a/5GNMf8iGm5/QD+HXb/FVl+ahFL+N0u60/1fddud8l7v0jEA9hv9zXitScX7Pm7BL31rhYDpdYc3JyH7MrNL6Veq/Z0mLcp3IfgwPhBvTbNqZis1ee/f1AfPemBZzsS1lo8AC2doceMtitHSrXz+WG7ND0a/O4fN5nyZf6tWIo+632Eri3/M3Jveb7PriX83NwfwzHT90yUWPc+1tXLO5rRC3c1xz3ls+lcG/pyc19afXeQotxH+I+9Z7njnmo+4yxA/y/NFJ2ajIhQsVKjkm9OmAViph+2RfTH7JDO/bjU68GcD5kEZTHJXAfQy7uLd935Z6/GlbTUxL3Jcd9baiF+1xxL7HVuJfjluK+pHpvyfVjWov7EPepqLn2rYXNMuaf83wIp//VLd+GxwMylFTyX+UeoSSQ/Ros/bxfS1JNvqaf23kSZx3ggcuy7LNs03T5sVpRtYpKjHurLZX7kG+a/pDvU7i35pzEWdG3M1r6LR+47H1wz5/hvQv3sbiXb8sM+a5xL/PS9/NbV6SvtaP0mhOKe/nZsq/2mpOLe80WTX/r3Ftytf6Y/pDvpcd9R15s9rYNCzIAZVCHFqFW0mljZbJZO0pNfyzRQ/q1sZptlh9Wwofs4PJC+udwH9Kfwr2FpblPGZOTe21Obu5jcS/b5nCv2W/Z2MoJp6aaw8dspebk5F7asUXuNXv4nK3EfeoXBv2j6pb4aQn1X2rZESdxlnolSgY330H7ft/Or9T636EiwBNRLuS0Y02/9IHrCOnX4PtPX+nUd+8pMrTCYSW7xcEU7qX+OdyHfMjFvea7n8evOC/FvdWXm/tQ3Psr3FaZinEvr1hbvof+vrXgOI6eETel1pxU7qfEfYp9If38dwlxvyv3Fjc5uC+53vP+FuN+Cvcd+0fdZ4wdIO959pBJKRcSoeQE7AJhydcSUSaxpV8WFSlL0x/btVrghU76GpItj+XJRBu7Bvdyfk7uU3iS8/h8+Vk71mSG9Gs6W4z7qdzXhNa4P4mz1FtvpD0WD1P0t1LvNQ5LrTlzuOfxEOOez6st7vl8+Vk71mT2l6TkRb9tgyFUiHkiyB8rqWSf1KMlkJUQlqyQ7dqcUJG15ITm8Tkh27k9qfZ37sPz+JzO/Zlt++K+NrTEfY/707L4E24s2zW0xr1lY4/7g9z35zznRRtnjB1h7Rh5n7WD5ONlYMvk1tr4PG2nGtJvFYuQftmu9Uk7rLnaGE22JlPTLe1fgntLXkz/PrjXTgZrci/nWr5r8rn+GuLe4r5WyOd6A/Vxr8X0EVwcjXuJ0mvOXO5jtlvjSq45U7mXcjTurfE1xb2cO4f7KY+q6895no56zxY7ggeWTCr+2/fz37z/ENL+zaMhlPgx/VKH1GXpTznpWHbKMaEC5OfJfq1ArMm9xUNIv+b7HO61Yh6yMyf3GlqO+xTua0Nt3FtPU5F6Y3GvzS255szhnt+mYHEf4sLyvbZ6z3mQNtYS93yOZaccM4f7fuU5Lza7eJaBpQUpb5ewgtwfa+0cUr5WnEP6eZ+VVJp+rU1LxpQFRagg8bZYoVubeyk7N/eW75ZPMf1Wn/wc0h+SYbXXGPcx7mvFMRzHEVxcHffauBBCca+Ni+lvqd5rY0uuOS1xX2K9n3bPc/01cGlsljEZWDKBtAS1doEyAVMWrFY/lxnS76EldUy/TJSY75o8rt8qRtpOfI5+OXef3Gtjt8h9aOwW475GxGKHowTu+S0Zu8S9Nc6yX/OvpXqv6Zvie+31PoQS4j7k+76578iHzS6eCe6MAPOBqAVrLBl4EmnjZSCHFieyPSZvSrGQ+jXfrT5rbqwYWfos/bItN/cSW+U+ZvvW4r5m1M791LjXUHLNycm9hlJrTmvcl1jvU9CftjEPm3/ahgxWGZBacPo2LXilXC0BuCyfSNZuOlZ4rLGWfsteWZSsMZq9Frg8bXwJ3FvyLf374l7zXbZbunNwb83XbKw97qdyXwNOPxO7Le5brDk5uZfYMvcpvrQc9/2e57zY9OLZ7974LjSlCFoBz+VpwSz1hfTEijCHNtbSb0FeCZAIFRmpM+YLH79F7kO+a1iCewtb574WtMh9rzn6nBD3IR+2xL02f6txn4L+hsHp2PTime9q/W+5I5RBKQM3VCilTKk3ZFNIv6Vb9lv6Lb2cB6lfS07N91BR1PzcIvch39fiXmKr3LeAWrmfG/dT/Wy55sT0lFRzWuO+1HrfkQebXTzzb5hqu1UfoFoyakF7CDcceJB9CDz4ZXKl6Je6PY7jaNCG2K6X65G/reQOjeV+cJ/3zb3kIQRpw1T9ls6Y/pjvUs4+uPcxmcK95EDzfZ/c7zPu98V9yyid+13iXrO31JrTGvc11fstcT/lOc8d07G9M8gIfz9QKGlSkoMnIZ+vQUtGPtfLS9XP50xZEKcilQMpW87TCo8sZnzsHO5jBdXi3ho3l/uQfj4vpmNf3M/RvxT3+477fXFfI1rhfm7cW3pLrDmtcV9ivbds2xL3qfc8OxD6S1KmY7OLZ0AvaL5dJpUWpHLBevpLOwdpTS20VlJbBUPacQQXj5/S/50ZWnjLYhPiQbM3NE/TP5f7kB9TC+1c7i0btBNGzGbetwv3p18qkK5/Se73FfeWDXO5rw0h39fm/hiOAzjzZSj7jHttfo6aM8WPtbm37ImNX6Leex79owr3Xe8tv6W80mpOLu478qCds8dMyESxgpPDKoxa0GrJJuVqgR7SLzFlYWwlFvddJntKIlrJrB1bRWoN7jn87S78+bO5uLd8X4t7zada456fnC25Me5rQ+gEvXbNsXTsM+6l7hw1Z4p+bcwS3MfkllJzQrI0X+fUHK1vrXPtGtz3l6TkxeYZk8kpd3C8DQgXQy0RQrtQqW+KfmvHK3efKckodWs7Wc0/TYa2+5UyNb1TfOf6d+Xe4iM395bva3HPUXvcWzot3zn3tcK/YXBt7jX92stQ9hn3WluOmuM3Y4eELD6uhLi3UErN8VfuDyn+7bPmhPiSxy3W+468qPdssQfIINOCVJ5UtQTk7f6zlnSyEMh2rdiE9MeKS8rJRvNdK1BasQrp5+OsBVoJ3HPwk2NO7kO+b4n7XHEvb12ayn2tKIH7NeKeY8txH/N1SzUnpEfKSNFfYtyncp+C1h4jtwQ2u3h2IDM5PXiQysTyn62doyYvBVqSxfTzMVYSan5ZeuVYrThY+mMFVMrcIvcx37Wxst2ysXO/H+5rw+mrefVzPzXuLV/knNbjPiS315yDqD3uU7jvyIfNM5xSZGSSWkksf0v5UobEFP1Svqbb0q/BSlxr1yv7tYRPtX2q7zm4l3aE9Ev5c7i3fNdsXYJ7zb5W4z6F+9rQEvdz457Ljdku9bdS70Morea0xn1p9T4V/fXc81D3GWNHhJJKG6PtOK1gtxIgxYY5+lNsitkgZWu+yP5QIbD0WHZthfsU3zVfcnIfGr9V7mtDS9zPifuYzi3UHEtPiTVnCe5jNrQQ9zHuO/Jgsy9JIbgzdpyxXaNMGC0pQztYLkPKi524Q/rlbtTahUr9Ur4mm/+WRULzWcJK4BAXU3znOuZyH0MO7i1btsb9GnGfwn2N8C/C8aiV+x73u3Mf8ncL3IfkbS3uU+CvPPfXc0/DZhfPwMFdqQxYGejAmcnBf6bsemUyaPNC+kNtWn9Mp9SlJSnnRsqM7awlV5qcLXFv+c7HrMF9yI8tcV8zaud+l7iXcrZWczRbSq85ObgP8aD11x73FvepL0npmId6L7XsAT4RQyfR1KSSMmUCyHYpn49PSdCQ/Cn6LX9lQlpyNJvkHA2p3Mtn9ubgnstbgvuY72txb3Gzz7iXL5pYOu5T4q5GaM8mL63m5I572SexhXpv2VVqzcnBvRwjP7cW9zHuU3AD2roqvAQ2feXZIxaIoUWGnCeDfWqQp+iPfU4pDjHd2lgp33/mvkubU3Rq+qegVu4t+9bgXkPLcb/vk8/aaIH7XeOe94XQar3XZIfa1q45OblPQStxn8p9x35R9xljB8i36lg7TR6wMmm1AJbHUq7WJpGi3xqr/dbGclgFxPJT2qoVMa2dj7f0SzmnXy/duc/NvbQhR9zLF01If2L6rbH74r5mbDXuNTl83tSaU2u9j/Gg+R6TtXS93xf3IV3Sn5h+a+zacR/jPhX9DYPzkMQYEd0FwDXOuU8T0X0A3APAc51zf5/PtGXgA84KQB6gfLz8zMdL+SnFXyZeiv6QHyH92lzpOz/mMiz93AeriMZsXot7Lmcp7kO+r8G9Jq/VuI/FXY2I+V4D97vEvdZWcs3JxX0IpdWc1rgvud537B+pZ4uXAjhMRF8C4BIArwDwfAAPzGVYbvCnbcikkbtB32ZBS7jQjtW3yaT2ban6rWTVkprLCBU265jbz+VIn/jYmE9c5trcaz7m5l76LudYdmk+7IN7zYZW4z7ke40I+V4L97vGfYpPmv7W6r1sK7nm5OJe46LVuLe4d6ADcjX05zzPQ+o9z591zt0A4NsB/A/n3I8CODufWctABrg8lsmmfbZgBbc/1hZvU/RbC0AraWN2aztZ6Q/XaemXc7TPmk1rcy/n5uTe8n1t7mNzW4j7qdzXgmM43hz3rdecXNyn2uR/t8g9P9563HfkQeri+TNE9AgAFwL432PbjfKYtCy0ZAu182TzP5qsFDnaosVa0GhJaSVzSH8osbSrBPLH0s/1WYVGk6/Zvwb3XP4S3Gs61uTeQotxH+O+VrTA/Zy4t1B6zcnBvUTJNSc399zuFuM+xn1/VF1epJ1BgccAeCKApznn3ktEdwLwvHxmLQMZkKFg5YkWmqclvtbuP/v5MgGm6Jdz+JiQfsuHmB5rnP9sFRHNVk3XktxryM19yIeYHmvcvriPyY/ZWHrcp/peI2rnfm7cayi55uTkPmZXaHwr9V6zpcW4T+U+Bf22jelIYtg593YAP8CO3wvgZ3IZtQT8/UA80EOBbSWeNY7L5vIltGTQko3rDyVGTL9lg2W/VZQt36Wvlu3WGEtuTu6lnJD+fXBv+b4m9yG5LcV9Cvc1o3bu58Z9iu0l1Zwc3Es9pdecXNxbaDHuQ9yn3vPcMQ/BiCOitwDqtX8C4Jxz98hi1QLw/9JIST4e2PIlDx5aEkr5VnKECoWcayU8lxfSn5Kk/FgWspB+yQf3T/qrtU/1nevSxk8tTFP178K95fvS3Pt4nuo716WNLznuU7ivDcNLUgbUzv3cuAeG15RfhCNF15yc3MtxJdac3Nxbcv2Y1uI+xH0KHAj9JSnTEWP4WxaxYgXcHucEFw4x7DK3NBzH0bVNKAKdhwEtxfZWoC0a5YkXiJ9ctatYsl9bGEj58iKDtpAKXT2zLlKELgJIHzwvwME3lHKdMd9DPHCszb1mi6Y/xr2Fqdz7sSdx1qm/g4/RnNxbcrX+mP6Q79aitRTuO/KCnEu7qZyIvhjA+c651xLR5wE4yzn38azWZcThw4fdiRMn1jajo6Ojo6Ojo2OvIKI3OecOx8bd/vDZ7gknLlzCJDyFfibJphqQ9LQNInocgJcA+NWx6VwAL89kU0dHR0dHR0dHx8ZARA8goncS0dVE9GSl/8ZE9KKx/41EdB7r+/Gx/Z1E9I2pMucg9VF13w/gqwF8DACcc+8C8EX7MGBfyEFOR0dHR0dHR0fLOIlDi/zEQESHAPwygG8CcDcAjyCiu4lhjwXwEefclwD4BYwPrxjHPRzA3QE8AMCvENGhRJmTkbp4/rRz7p/8ARGdBf2LhKsgFzkdHR0dHR0dHR2L4F4ArnbOvWdcc74QwIPEmAcBuGz8/BIA9yUiGttf6Jz79PhEuKtHeSkyJyP1K5m/T0RHAHweEd0PwPcBeOWuyveIU+QAABF5ct6+qlUdHR0dHR0dHYVi4ddz35qI+JfNLnHOXcKOzwHwN+z4GgD3FjJOjXHO3UBEHwXwhWP7G8Tcc8bPMZmTkbp4fjKGS+VvAfAEAFc45561q/I9IoVwENHjATweAO54xzsuY1lHR0dHR0dHR8eHWvnCYOri+evHxfKpBTMRXeicuywwpziMO5xLgOFpGyub09HR0dHR0dGxKgp6w+C1AO7Ajs8d27Qx14y3EN8cwIcjc2MyJyP1nueLieiZRHQTIrotEb0SwLfuqnyPSCG8o6Ojo6Ojo6OjTFwF4HwiuhMRfS6GLwBeLsZcDsA/W+8hAF7vhmcuXw7g4ePTOO4E4HwAf5IoczJSrzz/GwA/DODPx+OLnXMv2FX5HnGKHAyL5ocD+K7QhPfjWvUB/BzaQ8mtB5zz/tS3YVmyY/pjc2I6DuGGM16EcRGOqL5oOkLyYw+I18aE/FiCe86Df5FCSP8+uNds0eZLHTm55y+I8fHQYtxrtvD5/QUxHR0dW0JJbxgc72F+EoBXAzgE4FLn3NuI6CiAE865ywH8OoDnEdHVAK7HsN7DOO7FGL7rdgOA73fOnQQATeautqYunm+J4Ut578ZwVfeLiYhc6htWMsMiPGWu9XpPa0HDj1Ne8xk6qWtvFZJvQtL0877YYiZkv9We8hpQrt8Cf8OUNn7L3Id8X5N7zVZ53DL3tULb8HikbjxS3l4W+juF5sfGpGzWpD4/Ttv4hcan6E9F7M1vS3IveYjZErMxhXutbcr4UHsMFvfywpBmG7ev1riPcX/2Bbe7IGhUoXDOXQHgCtF2Mfv8KQDfacx9GoCnpcjcFam3bbwBwO845x4A4F8BuD2AP9qnIbvCOXeFc+6uzrm7jARGwZPPH1snbx6Y1klWS2YuU+oL6ZlSlEKJJfVb4OM0xBZPoWQOjd8i9yHfNSzBvYWtc18LWuS+1xx9zpRFqWartFND7dxr87ca9zEMT9s4a5GflpC6eP4G59ylAOCc+0fn3A9geAJH1ZBXnw7hhjMSgf+2dqmhQillSr0hm0L6Ld2y39Jv6eU8SP1acmq+h4qi5ucWuQ/5vhb3ElvlvgXUyv3cuJ/qZ8s1J6anpJrTGvel1vuOPAhmHhF9mXPuLzE8m+/Wovsf8pmVH3635QNRBqrWDpwZ7NqJV0tqDXyM1DVFP/+don9OsZX2WPq1sdo8y++pvu+De61vCe4tHZo/S3EvOQj5XnPch3xvGaVzPzfuNTkl15yWuK+t3m+JeweKcnPa1jLuea4Jscj7Txiei/zzOPONgjQef30mu7KDRndCSRM7uWpJ6Odr0JLBz+UyppzctUIV0j8FqRxI2XKexovfNa/NvTUuJ/eW75rsmH5N9lzuYz5oOmqL+xTua0Qr3M+Ne0tviTWnNe5LrPeWbVvinsp5CXSTCC6enXOPHz8+EMNbBf81hkXz/wHwzLym5YeWVL7d2qHyMdqu09qJphZaK6mtgqHZodkQS9xYn7VD5/pDO3oryaX+Nbjn85fg3vJds4frz8295EF+tnwO+VFa3KdyXxtCvtfG/dS41+aXXnNyc2/ZExvfQr23/Jbyao/7VO478iD17HEZgI8B+MXx+LsAPBfAQ3MYtSRkoljByWEVRi1otWSTcrVAD+mXmLIwthKL+y6TPSURrWTWjq0itQb3Kb6EMJd7y/e1uNd8ajXuU7ivDaETdG3cz4l7qbvkmpOT+5jckmpObu61vtbiPsR96m0bC7+euxmkLp6/wjl3N3b8e0T09hwGLQn/SJuLcORAYMsADyW6luB8V8uhHWuJFdNv7Xjl7jMlGaVubSer+afJ0Ha/Uqac4x+xxB+3NYV7Pp+PS+E+xJ+lfx/cy5hZi3vrZGL5Lvs120qP+xD3NaN27ufGvdaWGvct1fsYSqs5ubkP8TVFf6lxH+O+Iy9SzxZ/SkRf5Zx7AwAQ0b0BnMhn1jrQglSeVLUE5O3+s5Z0shDIdq3YhPTHikvKyUbzXStQWrEK6efjrAWabJ/iu+YP15fK/Vz9u3AvfV+b+y3FfQr3tWIq9/7igfZyoBTu+cWHmH5vAz/m+neJe4414t5v3jmPfGws7uXFg6lxr73YR/O19Joj43GXmhPSI2Xw4xLqPY+nfXAfQ0kvSakJqYvnCwD8XyL6f+PxHQG8k4jeAsA55+6RxbqMcCB2pXOAtZjTEkvbnWoJORVaksX08zFWAdT8svTKsVpxsPTHCqiUeQg3sJPvwbEp3J8++dbBvXVSCI2V7ZaNU7nX9Lcc96nc14oluZ+iX+PemjM17mOyLP2txX1Ibi01Rzuugft91nut3bIxxn1HPqQy/ICsVqyIlCIjk9RKYu3kogW2tVOeol/Kt05sqUXFKprWrlf2a8Uv1fapvufgXtoR0i/lz+He8l2zdQnuNftajfsU7mvDHO75xYM53J++0jqPe7/p3VfceyxdczgPc+Keb/7nxL3Xz98wqKG0miN1aW+H3FLN8W2n34q4G/dTUHv9WwNJjDnn/jq3IWsglFTaGG3HaRUaq/ik2DBHf4pNMRukbM0X2R8qBJYey66tcJ/iu+ZLTu5D47fKfW1oifs5cR/TuYWaY+kpseYswX3MhhbiPsZ9Rx5slmGCi+6yPVIKk08qa0crx3I5sROBpZ/r5HJS9XP5cjet7fY1u61du8aT9KcE7mPIxb1my9a4XyvuQ9zXihK51+5p7nGfj/sUf7fEveVDaTVnKvfaPfa71K/+tI15SH09d5PgASeDWy4yZRDLH2t3GfosE5X3h/SH2rT+mE6pSysEWtELLTxkQeE/mpwtcW/5zseswX3Ijy1xXzNK4l725457KWdrNUezpfSak4P7EA9afwk1Jwf3/SUpeVH35ZYd4RMxdBJNTSopUyaAbJfy+fiUBA3Jn6Lf8lcmpCVHs0nO0VAS91zeEtzHfF+Le4ubluI+Je5qRInca1/Izhn3sk+ipJqTi3vLrlJrTg7u5Rj5ubSaM5V7+QX7GPcx9CvP87DpK88esSIQWmTIeTLYpxSYVP2xzynFIaZbGyvl+8/cd2lzik5Nv5STYndt3Fv2rcG9hi1yXyta4H7XuOd9IbRaczTZoba1a05O7lPQStynct+xX9R9xtgBw25L/zebTAgfsDJptQCWx1Ku1iaRot8aq/3WxnJYBcTyU9qqFTGtnY+39Hfu1+Ne2rBF7mtG7dzPjXtNDp+3S83hz7KeE/fy/tSc3Md40HyPyaq13od0SX9i+q2xa8d9jPsp6Feep6Pus8Ue4APOCkAeoHy8/MzHS/kpxV8mXor+kB8h/dpc6Ts/5jIs/dwHq4jGbF6Ley5nKe5Dvq/BvSav1biPxV2NiPleA/e7xL3Wto+ao82V4+WYmO9y3j65D6G0mrOlc+3a3HfsH/WeLXaEf9oGcDBp5G7Qt1nQEi60Y/VtMql9W6p+K1m1pOYyYicGa4xcXEobtQIV8onLXJt7zcfc3Fsn6rW412xoNe5DvteIkO/75l6+WTCmnx9zm/Yd9yk+afpDvmvPsp4S9/z+1H3HvXVVXI4tuebkqvcaF6XWnFzcO9ABuRr6GwbnYdP3PMsAl8cy2bTPFqzg9sfa4m2KfmsBaCVtzG5tJyv94Tot/XKO9lmzaW3u5dyc3Fu+r819bG4LcT+V+5qwFPcSOeP+OI7iGI6vXnOmvoBE6skV95avmk3HcPyUH3Nrjv97xGxYu97z49pqTkq9P4bjZ/wdpnLWsTs2e+XZw9oZa+2AnmyaLLlz1ORou+GQXXKMlcwh/aHEsnRa8y3eQrbFfFyLey53Ce4t3zV52vx9c2+hxbiPcV8rluJevpkwpn/XuE+VJbHPmiM/S1lrxP3p+6ht3rZc77ndpdecqdxbcnh/6qPq5Pe/OtKwacZCwWz1pSaBTHwrIfnuMsW2UNJpY0L6LR9ieqxxsSKi2arpWpJ7Dbm5jy0A1uQ+Jj9mY+lx3+KiGUjP+ZK51/TwF6xYtmnYd83xt1+UHvchuywfYno4+KvES633mi21xb0GPo7/HTRf+mI4PzZ724a/H+hkoAj4ft6XstDgAczla5DBLm3Q9HO5ITs0/do8Ll/uajX5Ur9WDGW/1V4C95a/ObnXfN8i92vEfYz7GtEK93PjXs7fYtxberZWcyy0GPch7lPvee6Yh7rPGDvA/0sjZacmE0JLav5IIiu5Q1cHrEIR0y/7ZJucF7JDO/bjU68GeGhFUB7vi3vLnhTuLcReLazZxtt8PJz+F7f+hY8tc79W3KdwXxta4n5u3HNsNe7luC3WHEuuH9Na3Ie4T0V/VN10bPrKMw8wLSh5QMZ2iRpCScATRe4upR7rSxo8STU/Qvo1O0Of5RcULP2ajdxf3qbpkTamcK+1ab57H2SRCsHyL8a9HMePY38vS1ZMvzamFO657tS4j3HPYzI17lO4rxlLcT+n5vS4z8u9ZgvXr/W1yL1mz1bjviMf6r3Usmf4oOSBpyUkD2D+mz8EX0t+GdBasoUWtVI/LwYpO245JzbGgqZf88/yI0U/n5PCPZ87lXsL/P7AkO+Wz/zxUbtyr+ncN/fanNzcx+I+xn0I+477mrAE90vUnCXifo2ak5N7bsdWubfs2VrcT/vCYL/yPBWbXzzLIJZJygNXJqpMDl4ItHY5T9OrHZ9eiOl/Lq1QW/o1cJ1aAToJ/Ys7lgzLZ8vupbj3PliFS/NB06/5wGWkcK/5bnEfwz64t/rWjPsY9/JLM/vmviYszX1JcZ9iX0g//11D3Me4t7gprebk5p73txj3U7jv2D/qPmPsAHnPs4dMytjOU7ZbiWrJ1xJRJrGlXxYVKUvTH0qu2MlIzrfsCcmUJxNt7Brcy/k5uU/hSc7j8+Vn7ViTGdKv6Wwx7qdyXxNa4z417i0epuhvpd5rHJZac3Jzb82TbbXGfUxmf0lKXmz2nmcNoULME0H+WEkl+6QeLYGshLBkhWzX5oSKrCUnNI/PCdnO7Um1v3MfnsfndO7PbNsX97WhJe573E/jXkPnfrtxn3rbRsc8tHHG2BHWjpH3WTtIPl4GtkxurY3P03aqIf1WsQjpl+1an7TDmquN0WRrMjXd0v4luLfkxfTvg3s5f23u5VzLd00+119D3Fvc146auZ8b9xKl15xc3Mt2Ps/yfe2ak4N7DS3GfYz7KY+qa6H2LY3NXnnmgaUFuBbEcpyWbDIRQ0HJ5fK5Kfr9GN7H51j6Yycdy07/I3VI3z0vViEKFYg1uI/xkJP7lIXsUtxbujU7W4j7FO5rQ0vcT4l7bW7JNScn95rOUmtOa9yXVu/7lee8aOOsMQMysHgi8sC1FhgyEayiYM2X8vlxin7eJ5MmpF9rk/Nitmv6rT75WfIr9a/BvZSdm3vLd8unmH6rT34O6Q/JsNprjPsY97WiBe53jXttXIr+Vuq9NrbkmtMS9yXW+yn3PPenbUxH/WeNmZCBJRNIS1At6bUETFmwWv1yV23p99CSOqZfFtuY75o8rt8qRtpOfI5+OXef3Gtjt8h9aOwW4742tMT91Li3xln2p+iXc2uKe03fFN9rr/chtBT3Kdx35MNmF88Ed0aA+UDUgjWWDDyJtPEykEOLE9kekzelWEj9mu9WnzU3VowsfZZ+2Zabe4mtch+zfWtxXzNq535q3Gsouebk5F5DqTWnNe5LrPcp6Fee52Gz9zx7yGCVAakFp2/TglfK1RKAy/KJZO2mY4XHGmvpt+yVRckao9lrgcvTxpfAvSXf0r8v7jXfZbulOwf31nzNxtrjfir3taBF7lusOTm5l9gy9ym+tBz3/Z7nvNj04tnv3vguNKUIWgHP5WnBLPWF9MSKMIc21tJvQV4JkAgVGakz5gsfv0XuQ75rWIJ7C1vnvha0yH2vOfqcEPchH7bEvTZ/q3GfgtNbmbw/LWHTi2e+q/W/5Y5QBqUM3FChlDKl3pBNIf2Wbtlv6bf0ch6kfi05Nd9DRVHzc4vch3xfi3uJrXLfAmrlfm7cT/Wz5ZoT01NSzWmN+1LrfUce1H/JZSaG+3wO7l4BfVfrwYNdO/FqSa1B7m5lUqbq579T9M8pttIeS782Vptn+T3V931wr/Utwb2lQ/NnKe4lByHfa477kO8to3Tu58a9JqfkmtMS97XV+y1xP+1pG5tdCs7GZhnz9wOFkiZ2ctWS0M/XoCWDn8tlTDm5a4UqpH8KUjmQsuU8jRe/a16be2tcTu4t3zXZMf2a7Lncx3zQdNQW9ync14hWuJ8b95beEmtOa9yXWO8t27bEfb/nOS82u3gG9ILm260dKh+j7dasHVxqobWS2ioYmh2aDbHEjfVZO3SuP7Sjt5Jc6l+Dez5/Ce4t3zV7uP7c3Ese5GfL55AfpcV9Kve1IeR7bdxPjXttfuk1Jzf3lj2x8S3Ue8tvKa/2uE/lviMP2jl7zIRMFCs4OazCqAWtlmxSrhboIf0SUxbGVmJx32WypySilczasVWk1uA+xZcQ5nJv+b4W95pPrcZ9Cve1IXSCro37OXEvdZdcc3JyH5NbUs3Jzb3W11rch7jvL0nJi01/YRA4mJxyBycDmieI75ey+Di/s9XGcH3yOKbf9/Ef2a/pT+FAS0StMPB2axesFQ9L7xrcy+OluNd8lzKW5F6T32rcx7ivFS1wPyfupfzSa05O7kMorebk5l7zv6W4n8J9x/5R99liR4SSFYAazDxY/TFv959lovKxVruV3KGElzItWbzP4kKzR5ubop+PsxZoJXAf4iAX9yHft8T9GnGfwn2taIH7OXHPseW4j/m6pZoT0iNlpOgvMe5TuU9Bv/I8HZtdPDuQmZwePEhlYvnPMrh3PRlrSRbTz8dYSaj5ZemVY7XiYOmPFVApc4vcx3zXxsp2y8bO/X64rxUtcD817i1f5JzW4z4kt9ecg6g97lO478iHzTMcKzLHcRQAcAQXnxpvJbH8LeXzNi24rUST8jT5mm5LvwYrcX2b5EH2awmfavtU3+dwfwzHAQAX4UiwsMT0ezlHcPEs7j2PF+GI6rucz+2x+vfBvcQ+ubdkavamxr2Mxylxb8Vdzail5qRwPzfuudyY7VJ/jppj2TBHv5RvcR9CTu5Lq/eWDXP0S/mlxb3FfSr6Pc/zUPcZY0eEkkqDtuO0gt1KgBQbrIVNSH+KTTEbLN95m+wPFQJLj2WX5huXtw/uYzbE9Gv2zOHeKoCWPVr/PrkPjS8x7q05Mf1Tc74m7Jt7vkHZR82Zwv2cuI/pXKvmcB7nxv0xHD+18Q9xb/mam/ua6j2/gLHEuTYH95YPIZ0d+8VmGSa46E6Pw0oyf+yTytrRyrFcTuxEYBVGrpPLSdXP5cvdtLbbt/RbPlg+aQUiNtaSOYV7qTsFsasJU7kP2RLiXouZmrjfd9xLuVP1W9zXilpqToj7VuNekz+Hezk3VKMtf7fEveVDCLXEvcQu9ctheD13xzTUfcbYEXJX6oOXB6y/6qLtOqWsUOJriWQVUe0Ep83R2qzCHbLfSlw+1t9mYHGm+W71heTEfNeQwv3p2zV24/70bSvzuJe3jaRwr51w9s09x765zxH3p297mRb3KdzXjH1y72vfIda/S83JHffc/hJqju/XeNTmheJ+qDth7jX7luK+pHpv8cDjetC5zLk2B/fSB437/pKUvNj04pknsBa88nMsabhMmQBWYZHJE7KF6wrJn6Lf8pePlcmuydfkWAWN95fAPZe3BPcx39fi3uKmpbhPibsa0QL3u8a97JMoqebk4t6yq9Sak4N7OUZ+bi3uY9zH0V/PPQebf84zEA/E0CJDzpPBPjXIU/THPqcUh5hubayU7z9z36XNKTo1/VJOit21cW/Ztwb3GrbIfa1ogftd4573hdBqzdFkh9rWrjk5uU9BK3Gfyn3HflH3GWMHOLHbsnaaPGBl0moBLI+lXK1NIkW/NVb7rY3lsAqI5ae0VStiWjsfb+nv3K/HvbRhi9zXjNq5nxv3mhw+bys1J8aD5ntMVq31PqRL+hPTb41dO+5j3KeiP21jHuo+W+wBPuCsAOQBysfLz3y8lJ9S/GXipegP+RHSr82VvvNjLsPSz32wimjM5rW453KW4j7k+xrca/JajftY3NWImO81cL9L3GttJdecXNyHUFrNaY37kut9x/5R79liR/inbQAHk0buBn2bBS3hQjtW3yaT2rel6reSVUtqLiNU2Kxjbj+XI33iY2M+cZlrc6/5mJt76bucY9ml+bAP7jUbWo37kO81IuR7LdzvGvcpPmn6W6v3sq3kmpOLe42LVuPe4t6BDsi10K88T8em73mWAS6PZbJpny1Ywe2PtcXbFP3WAtBK2pjd2k5W+sN1WvrlHO2zZtPa3Mu5Obm3fF+b+9jcFuJ+Kvc1oWTuj+H4qRcMrRn3x3D81DNy1645ubhPtcn/XqPm+HjIxT0/DvF2HEfPsEPTH+Kex5Pmp9a2T+69/qmcdeyOzV559rB2xlo7oBc6TZbcOWpytN1wyC45xioIIf2hxLJ0WvMt3kK2xXxci3sudwnuLd81edr8fXNvocW4j3FfK1rgfk7cWwgtLDWba6/3GmqoObm453aHuNdkyzEh7q22pbi37Eh9VJ0DoT/neTqKWjwT0c8B+FYA/wTg3QAe45z7eyI6D8A7ALxzHPoG59wTxzkXAHgOgM8DcAWA/+icS4qaUDBbfalJIBPfSki+u0yxLZR02piQfsuHmB5rXOzkqdmq6VqSew25uY+dUNbkPiY/ZmPpcd/iohlIz/m1uPfP5T7EZOwr7jVYcc+fV99ivY/ZFRq/ZM05/Zz2/XOv2WJxz+1I0S/l8rdvrlHv5ds/Y3nRsT+UdtvGawB8hXPuHgD+CsCPs753O+fuOf48kbU/E8DjAJw//jwgRZG/H+gk9G/0esR22HIcH+Nlh07SMtilDZp+Ljdkh6Zfm8fl8z5LvtSvnYhkv9VeAveWvzm513zfIvdrxH2M+xrRCvdz417O32LcW3q2VnMstBj3Ie6n3PPcMR1FnTGcc7/LDt8A4CGh8UR0NoCbOefeMB4/F8CDAbwqpsv/SyNlpyYTIlSs5JjUqwNWoYjpl30x/SE7tGM/PvVqAOdDFkF5XAL3MeTi3vJ9S9yvFfcp3NeGlrifG/ccW417OW6LNceS68e0Fvch7lMgH9vbkYbSrjxzfA/OXATfiYj+jIh+n4i+Zmw7B8A1bMw1Y5sKIno8EZ0gohOf+Lt/PCNgtKDkAZmyS5QIJQFPFLm7jOnn/bKP6wnp1+wMfdag6dfGcH95W0jPUtyH7Nb08/653MfmyM+WfbVzv0bcp3BfM2rnvsf9fO41W7h+ra9F7jV7thr3Hfmw+HaDiF4L4HZK1084514xjvkJADcA+I2x7zoAd3TOfXi8x/nlRHT3qbqdc5cAuAQAzj58+zPui/ZByQNPS0gewNpvK/llQGvJZi1qNf28GKQsAuWc2BhNjtQpuUgp5Cn6Y77LOXzuVO4tbI37VN+lzVx/i3FfI1rhvtWak5N7bsdWubfs2Vrcp35hcJDZvzA4FYsvnp1z3xDqJ6JHA/gWAPf1X/xzzn0awKfHz28ioncDuCuAawGcy6afO7YlQwaxTFIeuDJRZXLwQqC1y3maXu1Y06/5wPVZ+jVwnZqO0CJTkyF1WsleCvchH3Jxr/m+JvdWX4txn8p9TWiN+ylxn2JfSD//3ULcW9yUVnNyc8/7W4z7Kdy3ACK6FYAXATgPwPsAPNQ59xFl3IUAfnI8fKpz7jIiugmA3wRwFwAnAbzSOffkcfyjAfwcTq8df8k592sxe4q6bYOIHgDgxwB8m3Puk6z9NkR0aPx8ZwxfDHyPc+46AB8joq8iIgLwKACvSNIl7nn24EkJHAxQnwBynJWIElbSy7aYft8nE5l/DhUwDdw3+aPN1wqCHB+aXxL3mr6c3Gu+r8l9jIuW4j7Efc2onfu5cR/jodSas2/uNZRcc3Jzz/W0GPcx7lO/MOhfz73Ez454MoDXOefOB/C68fgMjAvsnwJwbwD3AvBTRHTLsfu/Oue+DMBXAvhqIvomNvVF7IEU0YUzAFDiU90WARFdDeDGAD48Nr3BOfdEIvoOAEcBfAbAZwH8lHPuleOcwzj9qLpXAfgPKY+qO3z4sDtx4sT+nejo6Ojo6OjoWBFE9Cbn3OHYuBsdvoe71Yn/vYRJ+CB9cZJNGojonQDu45y7bnxYxJXOuS8VYx4xjnnCePyr47gXiHHPAPBW59yzxivPh51zT5piT1H/q3TOfYnR/lIALzX6TgD4ipx2dXR0dHR0dHS0BgfCyc8uds/zrYmIX7W8ZPwuWgpuO95tAAB/C+C2yphzAPwNO74G4iESRHQLDO8TeQZr/g4i+loMj0j+Ieccl6GiqMVzR0dHR0dHR0dHk/hQ6Mpz6IES/MA554ho8m0TRHQWgBcA+EXn3HvG5lcCeIFz7tNE9AQAlwH4+piszS6e349rD7ydBzj45YSU+yDl/VCxLxBo/bH7r6bYENLvxx3D8VNt8q1bId2xLyTE7JZfoLH6QjJC9kzl3uIhVb+0IYX7ub7n5J7zoOVFSJ7UH7Jf9i8d9zHuj+Nokt6Ojo6OJuCAG24o42kboQdKENEHiOhsdtvGB5Vh1wK4Dzs+F8CV7PgSAO9yzv13pvPDrP/XAPxsiq2bXTzLm+m1LwtYffJELBc91snZQuiLAZZ+D/mFlBT98ssTMd81eVy/9N0fa1/SmKNfzt0n99rYLXIfGrvFuK8NodcM+2MPuYkIxVlsY2L9jWObmimbxNiXveTGzxo7Rb8cq3E2x/6c3IcuBEzxfQr3fE5o7BT9luzU+XwDzOOhtbjnc7Sxt7vg7AsOKKkblwO4EMDTx9/awyFeDeA4+5Lg/TG+qZqIngrg5gC+l0/wC/Lx8NsAvCPFmM0ungnujED1ARgqdIB+AuYnbm28TJTQ4kS2x+Rpix/NPk2/5rvVZ82NLYAsfZZ+2Zabe4mtch+zfWtxXzNq535q3Gsouebk5F5DqTWnNe5LrPcpcI5w8oYqloJPB/BiInosgL8G8FDg1EMjnuic+17n3PVEdAzAVeOco2PbuRhu/fhLAH86PJzt1CPpfoCIvg3Du0WuB/DoFGOqYCwneEBqiRIKzlCgWsEt9Wk7xph+3iePY/otm2NFSLNXk6+Nl/ZqerbGfcj3NbnXbJXHLXNfM2rnvtec3bjXsGXuQ75wma3G/ZSXpNSA8faK+yrtJ8CuJjvnLgVwqRhzDaA/u8859+MYr05PQVHPeV4aPnD5LtRKJB7IVqHi8nhicvlaUmh6QvpDScr1aPotyCsBErFCphUByxc+fovch3zXsAT3FrbOfS1okftec/Q5Ie5DPmyJe23+VuM+huHK86FFflrCphfPcifId3cyCXi7tmvWCqWUKfWGbArpt3TLfku/pZfzIPVryan5HiqKmp9b5D7k+1rcS2yV+xZQK/dz436qny3XnJiekmpOa9yXWu878qD+Sy4zMbxV5+DuFdB3tR482LUTr5bUGuTuViZlqn7+O0X/nGIr7bH0a2O1eZbfU33fB/da3xLcWzo0f5biXnIQ8r3muA/53jJK535u3GtySq45LXFfW73fEvepbxiEQ3NXhZfAZhfP/n6gUNLETq5aEvr5GrRk8HO5jCknd61QhfRPQSoHUracp/Hid81rc2+Ny8m95bsmO6Zfkz2X+5gPmo7a4j6F+xrRCvdz497SW2LNaY37Euu9ZduWuG/tnufSsNnFM4BTj7S5CEcOJIS1Q+VjtF2ntRNNLbRWUlsFQ7NDsyGWuLE+a4d+CKcfFcWfD6ztoLUkl/rX4N7D++HjYSr3Pp60x2VZx6H5KdzLMdr4VO5525pxb/0dUuOe85jKfe0I5XwpNSeV+6lxr80vvebk5t6yJzZ+6ZqTg3vLbymv9rhP5b4jD9o5e+wBoeCU4/hvDy1otWSTcrVAD+nX7LYQ0i9lpOxsU+yQO3R5bBWpNbjXsCv31txQgZYnFMunFHvncJ9i/1Jxb8mQmHKCSOG+5hNO6ARdUs3hn61NTmrc8+caS90l1xw5h28WNRkSOeN+l5ojL6Kszb3WV0Lcx7jnPFp6Uup96m0bzhFu+Ey/bWMqNr145i8WkIEtAzyU6FqC810th3asJVZMv7XjlbvPlEIodWs7Wc0/j9AVZ9+m2S15W4N7Dn6lcw73/KQR417z3RfLQ4qu0OJoH9xzrB33p3mYF/c+r63TgRV3sRNn6aih5sQWQ1PiPiS/5JojuZf+zeU+lZtd6z3vs/SXwL3mfylxH+OeY26978iLus8WO0IGmRak8qRqFT+ZgFoiyEIg27ViE9IfKy6WHosLzR5tbop+Ps5aoJXAfYiDXNyHfN8S92vEfQr3taI27uXb3+T4WNz7+fyNcjXGvd90+03zXO5jvuauOdwPiaW5D+mRMlL0L1nvT1/UO7i41vRzHfNqGOGzJze9FJyFzTLmQGZyesjdKA96/zm0c5wTyFqSxfTzMVYB1Pyy9MqxWnGw9MdOXlLmFrmP+a6Nle2WjZ37/XBfK1rgfmrcW77IOa3HfUhurzkHUXvcp3DfkQ+bZzilyMgktZJY/pbypQyJKfqlfE23pV+DlbjWrlf2awmfavtU33NwL+0I6Zfy53Bv+a7ZugT3mn2txn0K97WhJe7nxj2XG7Nd6g/5bt3LW2Lch1Bazan1XGvdk1xavU+GA9AfVTcZdZ8xdkQoqbQx2o7TCnYrAVJsmKM/xaaYDVK25ovsDxUCS49l11a4T/Fd8yUn96HxW+W+NrTE/Zy4j+mcW3Os8SXGvaWnxJqzRL2P2TBXvzam1HrfkQebZZjgkoM/pTD5gmbtaOVYLid2IrD0c51cTqp+Lp8voDVZXI7Ub/kQ47ME7mPIxb1my9a4XyvuQ9zXiha4LzXu5RXGUuM+xd/auN+l5lg+7Mq9/GJ4yXGfBEf9yvMMbPr13DzgZHDLRaYMYvmjBa+Ur8my7ArpD7Vp/TGdUpdWCLSiF1p4yILCfzQ5W+Le8p2PWYP7kB9b4r5m1M79LnEv5Wyt5mi2lF5zcnAf4kHrrz3uLe77S1Lyou7LLTvCJ2LoJJqaVFKmTADZLuXz8SkJGpI/Rb/lr0xIS45mk5yjoSTuubwluI/5vhb3FjctxX1K3NUI6bv24iKPUrnfNe5lH3DmM5TXqDn8RVxcVi7uLbtKrTk5uJdj5OfW4j7GfRQOwA2Jr/LuOIVNX3n2iAViaJEh58lgnxrkKfpjn1OKQ0y3NlbK95+579LmFJ2afiknxe7auLfsW4N7DVvkvla0wP2ucc/7Qliy5sSwT+412aG2tWtOTu5T0Ercp3LfsV/UfcbYAQ50IAA9ZEL4gJVJqwWwPJZytTaJFP3WWO23NpbDKiCWn9JWrYhp7Xy8pb9zvx730oYtcl8zuO/8hTu1cD837jU5/rN8QoYmc27N4VeVLd99nz/V7pN7qT/Eg+U7H9tSvQ/pkv7E9Ftj1477GPeT0Nfdk1H32WIP8AFnBSAPUD5efubjpfyU4i8TL0V/yI+Qfm2u9J0fcxmWfu6DVURjNq/FPZezFPch39fgXpPXatzH4q5GxHyvgftd4l5rW6LmyM8W96FXcKdwL+dbtoRQWs3Z0rlWzuGvpl+C+479o96zxY7wT9sADiaN3A36NgtawoV2rL5NJrVvS9VvJauW1FxGqLBZx9x+Lkf6xMfGfOIy1+Ze8zE399J3OceyS/NhH9xrNrQa9yHfa0TI91q43zXuU3zS9M+tOfw18DHuLTlTuJftln4um9uj+S5tlrpqrfcaF63GvcW9Q+J9zA79yvMMbHbxDNiJrAWoFsghxAqGHKO1h/RzudwWLUF5W6gohxaV2gkh5eSgfdbsXJt7OTcn9yknEM2mnNyH5rYU91O5rwmtcd9SzdG+uDmFe+vWEGtBJmVsiXup17KHty8d9/zvafmzL+478mDTi2fgYFCGdsyAnmyaLC3ZpBxtNxyyS46xCkJIfyixLJ3WfIu3kG0xH9finstdgnvLd02eNn/f3FtoMe5j3NeKFrifE/cWSq85++ZeQ8k1Jzf33O4W4z7GffKj6vqV51nY9OI5FMxWX2oSyMS3ElLbvU7VL+fwMSH9lg8xPda4WBHRbNV0Lcm9hn1wz+9RDJ0McnEfu8cypD/V9xrjvsVFM5Ce8yVzPzfuNZRcc3JyH7MrNL6Veq/Z0mLcp3LfkQebfVSdvx/oJPRv9HrEdnlyHB/jZYdO0jLYpQ2afi43ZIcfcwzHT31BQZvH5fM+S77UrxVD2W+1T+H+OI6eWhRaPs/h3vJ3F+61tpjv++ReytmVe43DYziOYzhebNzP5b5GtML93LiX83PGvdRfCveWnqVqTincW2gx7kPcJ9/z3DELdZ8xdoD/l0bKTk0mRKhYyTGpVwesQhHTL/ss/f5zyA7t2I9PvRogdUkO+PFU7i3swn0Mc7n39zgeYm2WbZZdu3DP9XO5c7lP+TuUGPdzua8NLXE/N+459lVzaqv3ctySNWff9X4u95ZcP6a1uA9xnwQH4DPpwzsG1Hu22BH+Oc88uK3AlokQKlYcoSSQ/Ros/VKn5Ydvk19WkfrkHO2zZZ9lm6bLj9WKagr3/Nm1mh3SJ61P6g75JvXHfLeKWEh/Ldxrvpz+0suZKCXu53JfM2rnvoa4t9rW5l6zRdPfOveWXK0/pj/ke+lx35EXm71tQ8IHngxAGdRaYvDfWtJJuVyOn6MFu6U/lugh/dpYbYzlh5XwITu4vBT9Id+tOXO5t7A17rU5W4z7FlAr91upOTm5l3ZskXvNHj5nK3E/6QuDJxf6aQj1X2rZETKhrOA+Cf2VmFqyx4oAT0SpVzvW9Gs+cH1TdqFcp6YjtMjUZEidVrKXwn3Ih1zca76vyb3V12Lcp3JfE1rjfkrcp9gX0s9/txD3Fjel1Zzc3PP+FuN+Cvcd+0fdZ4wdIO959pBJKRcSoeQE7AJhydcSUSaxpV8WFSlL0x9KrtjJSM637AnJlCcTbewa3Mv5OblP4UnO4/PlZ+1YkxnSr+lsMe6ncl8TWuM+Ne4tHqbob6XeaxyWWnNyc2/Nk221xn1M5qQvDLZRAhdFv22DIVSIeSLIHyupZJ/UoyWQlRCWrJDt2pxQkbXkhObxOSHbuT2p9nfuw/P4nM79mW374r42tMR9j/tp3Gvo3G837pNv2+iYhTbOGDvC2jHyPmsHycfLwJbJrbXxedpONaTfKhYh/bJd65N2WHO1MZpsTaamW9q/BPeWvJj+fXAv56/NvZxr+a7J5/priHuL+9pRM/dz416i9JqTi3vZzudZvq9dc3Jwr6HFuI9x31/PnRebvfLMA0sLcC2I5Tgt2WQihk7IXC6fm6Lfj+F9fI6lP3bSsez0P1KH9N3zYhWiUIFYg/sYDzm5T1nILsW9pVuzs4W4T+G+NrTE/ZS41+aWXHNycq/pLLXmtMZ9afW+X3nOizbOGjMgA4snIg9ca4EhE8EqCtZ8KZ8fp+jnfTJpQvq1NjkvZrum3+qTnyW/Uv8a3EvZubm3fLd8ium3+uTnkP6QDKu9xriPcV8rWuB+17jXxqXob6Xea2NLrjktcV9ive9XnvOi/rPGTMjAkgmkJaiW9FoCpixYrX65q7b0e2hJHdMvi23Md00e128VI20nPke/nLtP7rWxW+Q+NHaLcV8bWuJ+atxb4yz7U/TLuTXFvaZviu+11/sQWor7FO478mGzi2eCOyPAfCBqwRpLBp5E2ngZyKHFiWyPyZtSLKR+zXerz5obK0aWPku/bMvNvcRWuY/ZvrW4rxm1cz817jWUXHNycq+h1JrTGvcl1vsk9CvPs7DZe549ZLDKgNSC07dpwSvlagnAZflEsnbTscJjjbX0W/bKomSN0ey1wOVp40vg3pJv6d8X95rvst3SnYN7a75mY+1xP5X7WtAi9y3WnJzcS2yZ+xRfWo77fs9zXmx68ex3b3wXmlIErYDn8rRglvpCemJFmEMba+m3IK8ESISKjNQZ84WP3yL3Id81LMG9ha1zXwta5L7XHH1OiPuQD1viXpu/1biPwl95XuKnIWx68cx3tf633BHKoJSBGyqUUqbUG7IppN/SLfst/ZZezoPUryWn5nuoKGp+bpH7kO9rcS+xVe5bQK3cz437qX62XHNiekqqOa1xX2q978iDzS6eHUjdJfpjH6BaMmpBO/UEzINfzk3Rb+mM6Y/teqWcUJJbvksbtYQvhXutLzf3lu9SztLcSw4032uP+5jvLaN07neJe83eUmtOa9zXVO+3xP3kNwwu8dMQtncGGeHvBwolTUpyyCT08zVoyejnchmp+vkcnpgh/VOQyoGULedpvMhixscuyb01Lif3lu+a7Jh+TfZc7mM+aDpqi/sU7mtEK9zPjXtLb4k1pzXuS6z3lm1b4r7f85wXm108A3pB8+0yqbQg1XaSqbtLrZ8nWUh/zA7NhljixvqsHTrXr9kbmqfpX4N7Pn8J7i3fNXu4/tzcSx7kZ8vnkB+lxX0q97Uh5Htt3E+Ne21+6TUnN/eWPbHxLdR7y28pr/a4T+W+Iw/aOXvMhEwUKzg5rMKoBa2WbFKuFugh/RJTFsZWYnHfZbKnJKKVzNqxVaTW4D7FlxDmcm/5vhb3mk+txn0K97UhdIKujfs5cS91l1xzcnIfk1tSzcnNvdbXWtyHuJ/0kpTPpA3tOI3N3vPsIZNT7uBkQPME8f1SFh/nd7baGK5PHsf0+z7+I/s1/SkcaImoFQbebu2CteJh6V2De3m8FPea71LGktxr8luN+xj3taIF7ufEvZRfes3JyX0IpdWc3Nxr/rcU91O479g/6j5b7IhQsgJQg5kHqz/m7f6zPz6OowCAI7jYPElrMlL0cztkYklZvM/iQrNHm5uin4+zFmi5udd8D51kluD+GI4DAC7CEVMv/y0/+/laPC3JvY/ri3BkNvdrxH3I99pPOC1wP6fmcNRQc3JxH/M1B/el1vuQHikjRX+JcZ/KfRQOwMnp07aOzS6eHchMTg8epDKxtB2jlpDa5xC0JIvp52NSdGqFJjRWKw6W/lgBlTKX4D4VS3DPZVi+yzGxE8Ma3IdsLJX7FN9rRwvcT605li9yzty45xdA5tQcPl8ilftjOH5KPx9j6YwtwHq9rz/uU7jvyIfNM5xSZGSSWkksfwNnXmGUMiSm6Jf2a7qlfyFYiWvtemV/6qLKKng5uNd8Dy1GuR0h/VL+FO79FeNDis4U7vkJeJ/cS8S451ecd+V+6bi34q5mtMT93JrD5cZsl/pDvmu6uZ65i7gc3IeQk/va6n1LcW9xn4z+eu5ZqPuMsSNCSaWN0XacVrBbCZBiwxz9KTbFbJCyNV9kf6gQWHosu7bCfYrvmi85uQ+N3yr3taEl7ufEfUzn3Jpz+gLIWbPinm9453J/EY7gEOLcW3pKrDlL1PuYDS3EfYz7jjzYLMMEF93peaQUJp9U1o5WjuVyYicCSz/XyeWk6ufy5W5a2+1rdlu7do0n6U8J3MeQi3vNlq1xv1bch7ivFS1w3+M+rD/GfYq/W+Le8mFLcZ+EfuV5Fjb9tA0ecDK45SJTBrH80YJXytdkWXaF9IfatP6YTqlLKwRa0QstPGRB4T+anC1xb/nOx6zBfciPLXFfM2rnfpe4l3K2VnM0W0qvOTm4D/Gg9dce9xb3/SUpeVH35ZYd4RMxdBJNTSopUyaAbJfy+fiUBA3Jn6Lf8lcmpCVHs0nO0VAS91zeEtzHfF+Le4ubluI+Je5qRAvc7xr3sk+ipJqTi3vLrlJrTg7u5Rj5ubW4j3EfRb/yPAubvvLsEQvE0CJDzpPBPjXIU/THPqcUh5hubayU7z9z36XNKTo1/VJOit21cW/Ztwb3GrbIfa1ogftd4573hdBqzdFkh9rWrjk5uU9BK3Gfyn3HflHc4pmInkJE1xLRm8efB7K+Hyeiq4nonUT0jaz9AWPb1UT05BQ9DnQgALWEBOwdYCiA+c6UB7vWJpGiX0sg+dvSpRUMPsb6LcdKXbIgaPPk5y1yb/m+JvccW+e+VrTA/Zy4lxxoOrdQc1J40OStVXNycS95aDXuU7hPxg0L/TSEUs8Wv+Cc+6+8gYjuBuDhAO4O4PYAXktEdx27fxnA/QBcA+AqIrrcOff2FEV8h2clLU9Ua3dpFTFtdyt1yXl8Tkh/yI+Qfm2uVjA0maHdrbSZt8V212tyz+UsxX3I9zW41+S1GvexuKsRMd9r4D4U99rLhaQPsk2zW77cp7V6H0JpNac17ufEvYzrXNx37B81nS0eBOCFzrlPA3gvEV0N4F5j39XOufcAABG9cBwbXDz7p20A4Z1syolVSziZVFyub5NJ7dtS9VvJqiU1lxEqbNYxt1/ueLViI8doPnGZa3Ov+Zibe+m7nGPZpfmwD+41G1qN+5DvNSLkey3ch+LearNiNxT3mo0t1XvZVnLNycW9xkWpca9hH9w7UFQPgH7P80yUunh+EhE9CsAJAD/snPsIgHMAvIGNuWZsA4C/Ee331oQS0eMBPB4AbnbHm5mJrAWoFsghxAqGHKO1h/RzudwWLUF5m2X31BON/BzjwDoBlsK9nJuT+5QTiGZTTu5Dc1uK+6nc14TWuOfj/JW5XeOeX7leu+bk4l6TUWLNycW91GvZw9vXinvrJWp8nPwc46D2OlYLVrnnmYheS0RvVX4eBOCZAO4C4J4ArgPw8/vS65y7xDl32Dl3+Ka3uQkAO9liSeiTwUrcFDnaosVa0GhFwCoIIf2hxJIJ6nex/MfSz/Vpia61l8Q9l78E95qONbm30GLcx7ivFS1wPyfuLZRec3JwL1FyzcnNPbe7xbiPcZ/8qDp/5XmJn4aQdgbdM5xz35AyjoieBeB/j4fXArgD6z53bEOgPQhtxxjr04JeC2y5o7US0s+XCTBFv5zDx4T0Wz7E9Fjj/GeriGi2arqW5F5Dbu5DPsT0WOP2xX1MfszG0uM+1ffakJrzJXM/N+41lFxzcnIfsys0vpV6r9nSYtynct+RByU+beNsdvjtAN46fr4cwMOJ6MZEdCcA5wP4EwBXATifiO5ERJ+L4UuFl8f0+PuB+O5NCzjZl7LQ4AFs7Q49ZLBbO1Sun8sN2aHp1+Zx+bzPki/1a8VQ9lvtJXBv+ZuTe833LXK/RtzHuK8RrXA/N+7l/C3GvaVnazXHQotxH+I++Z7njlko8Yzxs0R0Twz/THgfgCcAgHPubUT0YgxfBLwBwPc7504CABE9CcCrARwCcKlz7m0xJf5fGik7NZkQoWIlx6ReHbAKRUy/7IvpD9mhHfvxqVcDOB+yCMrjEriPIRf3lu9b4n6tuE/hvja0xP3cuOfYatzLcVusOZZcP6a1uA9xnwQH4DPpwzsGFHe2cM49MtD3NABPU9qvAHDFJD3jc555cFuBLRMhVKw4Qkkg+zVY+qVOy4+Yfm6n1GVxEtNv+cDlaUV1Le5Dvmn6Q75P4d6asyXu14r7GPc1o3bue9zP516zRdPfOveWXK0/pj/ke+lx35EXxd22sRZ84MkAlEGtJQb/rSWdlMvl+DlasFv6Y4ke0q+N1cZYflgJH7KDy0vRH/LdmjOXewtb416bs8W4bwG1cr+VmpOTe2nHFrnX7OFzthL3k74weHKhn4ZAziUS3BgOHz7sTpw4sbYZHR0dHR0dHR17BRG9yTl3ODrunMMO37/QWugn0mzSQES3AvAiAOdhuKX3oeNjjOW4CwH85Hj4VOfcZWP7lQDOBvCPY9/9nXMfJKIbA3gugAsAfBjAw5xz74vZ0688d3R0dHR0dHRsFTcs9LMbngzgdc658wG8bjw+A+MC+6cwvOvjXgB+iohuyYZ8t3PunuPPB8e2xwL4iHPuSwD8AoCfSTGmL547Ojo6Ojo6OjpKxoMAXDZ+vgzAg5Ux3wjgNc6568er0q8B8IAJcl8C4L5EFH1USf3fkOno6Ojo6Ojo6JiOZV/PfWsi4veIXOKcuyRx7m2dc9eNn/8WwG2VMefg4Bunz2HHzyaikwBeiuGWDsfnOOduIKKPAvhCAB8KGdMXzx0dHR0dHR0dHbnxodA9z0T0WgC3U7p+gh845xwRTf3C3nc7564loi/AsHh+JIZ7nWehL547Ojo6Ojo6OraIZa88BxF6+zQRfYCIznbOXTe+TO+DyrBrAdyHHZ8L4MpR9rXj748T0fMx3BP9XJx+e/U1RHQWgJtj+OJgEP2e546Ojo6Ojo6OjpJxOYALx88XAniFMubVAO5PRLccvyh4fwCvJqKziOjWAEBENwLwLTjz7dVe7kMAvN4lPIauX3nu6Ojo6Ojo6Ngi6nnD4NMBvJiIHgvgrwE8FACI6DCAJzrnvtc5dz0RHQNw1Tjn6Nh2UwyL6BsBOATgtQCeNY75dQDPI6KrAVwP4OEpxvTFc0dHR0dHR0dHR7Fwzn0YwH2V9hMAvpcdXwrgUjHmExie46zJ/RSA75xqz2YXz+/HtTiCi894c1DszUDWKzjlGDnWy7ResWm9jcrSHzuO6QeAYzh+au5FOBJ8k5ImO2ZPSLcmZy3uOQ8+HkL6Y8cp3Id8X4v74zh6qv8iHIn6pvFTQ9zHuOc81AQeu7VyPzfuZQ7HZK5dc3Jxr9X0kmtOiu9zuOc5LGt6S3EvbZYyz77gdupi8QD8GwY7JmHT9zz7AOS/ZSLIJLcKoUwMrkMGupawsi+k39It+y39ll7Og9SvFTvNd/+T6ucWuQ/5vhb3ElvlvgXUyv3cuJ/qZ8s1J6anpJrTGvel1vuOPNjs4tmBDgSrh7XjA3BG4Ppj7XcMPPjl3BT9ls6Yfm57CJpfVnKHxnI/uM+lcK/15ebe8l3KWZp7yYHme+1xH/O9ZZTO/S5xr9lbas1pjfua6v2WuHeIvufjNG5Y6KchbO8MMoIwfJkylDQpySGT0M/XoCWjn8tlpOrnc3hihvRPQSoHUracp/EiixkfuyT31ric3Fu+a7Jj+jXZc7mP+aDpqC3uU7ivEa1wPzfuLb0l1pzWuC+x3lu2bYl7v8bpyIPNLp4BvaD5dplUWpBqO8nU3aXWz5MspD9mh2ZDLHFjfdYOnevX7A3N0/SvwT2fvwT3lu+aPVx/bu4lD/Kz5XPIj9LiPpX72hDyvTbup8a9Nr/0mpObe8ue2PgW6r3lt5RXe9ynct+RB+2cPWZCJooVnBxWYdSCVks2KVcL9JB+iSkLYyuxuO8y2VMS0Upm7dgqUmtwn+JLCHO5t3xfi3vNp1bjPoX72hA6QdfG/Zy4l7pLrjk5uY/JLanm5OZe62st7kPcJ9+2UdBLUmrCZu959pDJKXdwMqB5gvh+KYuP8ztbbQzXJ49j+n0f/5H9mv4UDrRE1AoDb7d2wVrxsPSuwb08Xop7zXcpY0nuNfmtxn2M+1rRAvdz4l7KL73m5OQ+hNJqTm7uNf9bivsp3HfsH3WfLXZEKFkBqMHMg9Uf83b/WSYqH2u1W8kdSngp05LF+ywuNHu0uSn6+ThrgVYC9yEOcnEf8n1L3K8R9ync14oWuJ8T9xxbjvuYr1uqOSE9UkaK/hLjPpX7KOp5SUpR2Ozi2YHM5PTgQSoTy3+Wwb3ryVhLsph+PsZKQs0vS68cqxUHS3+sgEqZW+Q+5rs2VrZbNnbu98N9rWiB+6lxb/ki57Qe9yG5veYcRO1xn8J9Rz5snuGUIiOT1Epi+VvKlzIkpuiX8jXdln4NVuJau17ZryV8qu1Tfc/BvbQjpF/Kn8O95btm6xLca/a1Gvcp3NeGlrifG/dcbsx2qb+Veh9CaTWnNe5Lq/fJ6C9JmYW6zxg7IpRU2hhtx2kFu5UAKTbM0Z9iU8wGKVvzRfaHCoGlx7JrK9yn+K75kpP70Pitcl8bWuJ+TtzHdG6h5lh6Sqw5S3Afs6GFuI9x35EHm2WY4KI7PY+UwuSTytrRyrFcTuxEYOnnOrmcVP1cvtxNa7t9zW5r167xJP0pgfsYcnGv2bI17teK+xD3taIF7nvch/XHuE/xd0vcWz5sKe6T0J+2MQubftoGDzgZ3HKRKYNY/mjBK+Vrsiy7QvpDbVp/TKfUpRUCreiFFh6yoPAfTc6WuLd852PW4D7kx5a4rxm1c79L3Es5W6s5mi2l15wc3Id40Pprj3uL+/6SlLyo+3LLjvCJGDqJpiaVlCkTQLZL+Xx8SoKG5E/Rb/krE9KSo9kk52goiXsubwnuY76vxb3FTUtxnxJ3NaIF7neNe9knUVLNycW9ZVepNScH93KM/Nxa3Me4T0Ld5W8VbPrKs0csEEOLDDlPBvvUIE/RH/ucUhxiurWxUr7/zH2XNqfo1PRLOSl218a9Zd8a3GvYIve1ogXud4173hdCqzVHkx1qW7vm5OQ+Ba3EfSr3HftF3WeMHeBABwLQQyaED1iZtFoAy2MpV2uTSNFvjdV+a2M5rAJi+Slt1YqY1s7HW/o79+txL23YIvc1o3bu58a9JofP20rNifGg+R6TVWu9D+mS/sT0W2PXjvsY98noz3mehbrPFnuADzgrAHmA8vHyMx8v5acUf5l4KfpDfoT0a3Ol7/yYy7D0cx+sIhqzeS3uuZyluA/5vgb3mrxW4z4WdzUi5nsN3O8S91pbyTUnF/chlFZzWuO+5HrfsX/Ue7bYEf5pG8DBpJG7Qd9mQUu40I7Vt8mk9m2p+q1k1ZKaywgVNuuY28/lSJ/42JhPXOba3Gs+5uZe+i7nWHZpPuyDe82GVuM+5HuNCPleC/e7xn2KT5r+1uq9bCu55uTiXuOi1bi3uHegA3JV9Oc8z8Km73mWAS6PZbJpny1Ywe2PtcXbFP3WAtBK2pjd2k5W+sN1WvrlHO2zZtPa3Mu5Obm3fF+b+9jcFuJ+Kvc1oTXuW685ubhPtcn/bpF7frz1uO/Ig81eefawdsZaO6AnmyZL7hw1OdpuOGSXHGMlc0h/KLEsndZ8i7eQbTEf1+Key90n98dxFABwEY4k+a7J03RO4f4Yjp+ywdJnocW4j3FfK1rgfk7cWyi95uybew1r1ZwSuOd2txj3Me6TH1XXn/M8C5tePIeC2epLTQKZ+FZC8t1lim2hpNPGhPRbPsT0WONiRUSzVdO1JPca9s19anvML4kp3Kf4lyI/ZmPpcd/iohlIz/mSuZ8b9xpKrjk5uY/ZFRrfSr3XbGkx7lO578iDzTLs7wfigR4KbCvxrHFcNpcvoSWDlmxcfygxYvotGyz7raJs+S59tWy3xlhyc3Iv5YT0T+X+CC4e286K+p6Le3/FOTQmJLeluE/hvka0wv3cuE+xvaSak4N7qWcp7kur9xZajPsQ98n3PHfMwmYXz/5fGinJFwtyLkeOSUmOUKGI6dcSOKQ/JUn5sSxkIf2SD+6f9Fdrn+o716WNn1qYpurfhXvL9y1xv1bcp3BfG1rifm7cc2w17uW4LdYcS64f01rch7hPQr9tYxY2+4VB+ZxnLSi13R1v18ZyhJKAJ4o/thJL6uf9so/rCenX7Ax91qDp18Zwf3lbSM9S3Ifs1vTz/rncx+bIz5Z9tXO/RtyncF8zaue+x/187jVbuH6tr0XuNXu2Gvcd+bDZxbOED0oZ6KGEkXO0oNXkcjmhhZylXyZ6yiKQz0kZY/mh6bd8l36k6g/5bs2Zy72FrXGvzdli3LeAWrnfSs3Jyb20Y4vca/bwOVuJ+0lfGPzMQj8NwV49bAQyoazgljvI0E40VgR4Ikq92rGmX/OB67P0a+A6NR2hRaYmQ+q0kr0U7kM+5OJe831N7q2+FuM+lfua0Br3U+I+xb6Qfv67hbi3uCmt5uTmnve3GPdTuO/YPzZ75Vne8+zBkxI4GKA+AeQ4KxElrKSXbTH9vk8mMv8cKmAauG/yR5uvFQQ5PjS/JO41fTm513xfk/sYFy3FfYj7mlE793PjPsZDqTVn39xrKLnm5Oae62kx7mPcT/rC4MmFfhrCZhfPGqxC7Pt8wskfLRHlHE1PqNiG9KfaHtqxW/Mt+aHiZPkji1Jo4d6579zH9Kfavk/ua0NL3Pe4n8a9hs79duM++baNjllo44yxI7SE03ajVjGwklomt9bG5/HjFP1WsQjpl+1an7TDmquN0WRrMjXd0v4luLfkxfTvg3s5f23u5VzLd00+119D3Fvc146auZ8b9xKl15xc3Mt2Ps/yfe2ak4N7DS3GfYz7Sa/nDtPXoWCzV555YGkBrgWxHKclm0zE0AmZy+VzU/T7MbyPz7H0x046lp3+R+qQvnterEIUKhBrcB/jISf3KQvZpbi3dGt2thD3KdzXhpa4nxL32tySa05O7jWdpdac1rgvrd73K8950cZZYwZkYPFE5IFrLTBkIlhFwZov5fPjFP28TyZNSL/WJufFbNf0W33ys+RX6l+Deyk7N/eW75ZPMf1Wn/wc0h+SYbXXGPcx7mtFrdz7V8cfwcU7x702Lqa/pXqvjS255pTMvY9L/4KpqXHP58/hPqRfwuK+X3nOi/rPGjMhA0smkJagWtJrCZiyYLX65a7a0u+hJXVMvyy2Md81eVy/VYy0nfgc/XLuPrnXxm6R+9DYLcZ9baiVe83+qXGfIrekmpObe03fFN9rr/chpHJv+c45qKHed+TDZhfPBHdGgPlA1II1lgw8ibTxMpBDixPZHpM3pVhI/ZrvVp81N1aMLH2WftmWm3uJrXIfs31rcV8zauL+9OvrD/Zpc+UVOcuWkH55tVvqjcX9cRw9ZcOcuPfzj+DiM9r3wb2GXDVH/i1C+iz9sq2UmmP9bTXweArNl76HuPeyDin+a1zwmJwM/5znjknY7D3PHjKB5QJEC3C+a7ROujJZLX0+kazddKzwWGMt/Za9sihZYzR7LXB52vgSuLfkW/r3xb3mu2y3dOfg3pqv2Vh73E/lvha0yL1mbwhbrzkSJdec3Nyn+LIP7kPzpY1S776453r8+H7Pc17UfbbYEX73xn8DeqJqu76YPN/mZWr9sqDKHaWmX86xZFj6LS78OA2ycFhXBSyZ1vi1uddk5OY+5LuGpbjX0FrcT+W+FrTIvRb3/Mra3Lj3V/Xm1hx+1XtO3PsrzlzGvriP+bDPmiOvcpZS7y1ZueJe/hdkjXrvYypWz1U4AI09g3kJbPrKs1xE8UTyASgDXQYuH6cFrpacoRN1in5Lt+y39Ft6tYJh2aHpP4npVym2yH3I97W4l9gq9y2gVu7nxv1UP1uuOTE9JdWc1rgvtd535MFmF88OdCBYPbRdrQcPXH+s/Y6BB7+cm6Lf0hnTz20PQfPLSu7QWO4H97kU7rW+3Nxbvks5S3MvOdB8rz3uY763jNK53yXuNXtLrTmtcV9Tvd8S95PeMHjDQj8NYXtnkBH+fqBQ0qQkh0xCP1+Dlox+LpeRqp/P4YkZ0j8FqRxI2XKexossZnzsktxb43Jyb/muyY7p12TP5T7mg6ajtrhP4b5GtML93Li39JZYc1rjvsR6b9m2Je77Pc95sdnFM6AXNN8uk0oLUm0nmbq71Pp5koX0x+zQbIglbqzP2qFz/Zq9oXma/jW45/OX4N7yXbOH68/NveRBfrZ8DvlRWtyncl8bQr7Xxv3UuNfml15zcnNv2RMb30K9t/yW8mqP+1Tuo+jPeZ6Fds4eMyETxQpODqswakGrJZuUqwV6SL/ElIWxlVjcd5nsKYloJbN2bBWpNbhP8SWEudxbvq/FveZTq3Gfwn1tCJ2ga+N+TtxL3SXXnJzcx+SWVHNyc6/1tRb3Ie4n3bbRMRmbvefZQyan3MHJgOYJ4vulLD7O72y1MVyfPI7p9338R/Zr+lM40BJRKwy83doFa8XD0rsG9/J4Ke4136WMJbnX5Lca9zHua0UL3M+Jeym/9JqTk/sQSqs5ubnX/G8p7qdw37F/1H222BGhZAWgBjMPVn/M2/1nmah8rNVuJXco4aVMSxbvs7jQ7NHmpujn46wFWgnchzjIxX3I9y1xv0bcp3BfK1rgfk7cc2w57mO+bqnmhPRIGSn6S4z7VO6j6C9JmYXNLp4dyExODx6kMrH8Zxncu56MtSSL6edjrCTU/LL0yrFacbD0xwqolLlF7mO+a2Nlu2Vj534/3NeKFrifGveWL3JO63EfkttrzkHUHvcp3Hfkw+YZTikyMkmtJJa/pXwpQ2KKfilf023p12AlrrXrlf1awqfaPtX3HNxLO0L6pfw53Fu+a7Yuwb1mX6txn8J9bWiJ+7lxz+XGbJf6W6n3IZRWc1rjvrR6n4z+kpRZKOqMQUQvAvCl4+EtAPy9c+6eRHQegHcAeOfY9wbn3BPHORcAeA6AzwNwBYD/6JxLekZLKKm0MdqO0wp2KwFSbJijP8WmmA1StuaL7A8VAkuPZddWuE/xXfMlJ/eh8Vvlvja0xP2cuI/p3ELNsfSUWHOW4D5mQwtxH+O+Iw+KYtg59zD/mYh+HsBHWfe7nXP3VKY9E8DjALwRw+L5AQBeFdNFcNGdnkdKYfJJZe1o5VguJ3YisPRznVxOqn4uX+6mtd2+Zre1a9d4kv6UwH0MubjXbNka92vFfYj7WtEC96XE/XEcBYADr12W/li+8/lzuLf0x7hP8bd07vdZcywfpsa9/HtyOSlxfwzHT83ntizBfRL6o+pmocinbRARAXgogBdExp0N4GbOuTeMV5ufC+DBqXp4wMnElotMGcTyRwteKV+TZdkV0h9q0/pjOqUurRBoRS+08JAFhf9ocrbEveU7H7MG9yE/tsR9zaid+13iXsrZpeZweXPiXmufwr30x5ITksn7S605Oep9iAetPyXuPWo61/aXpORFqZdbvgbAB5xz72JtdyKiPwPwMQA/6Zz7PwDOAXANG3PN2KaCiB4P4PEAcLM73uxUIoZOoqknEz5eFgetXcrn41MSNCR/in7LX5mQlhzNJjlHQ0ncc3lLcB/zfS3uLW5aivuUuKsRLXC/a9zLPonUmnP6CuO8uOdXGOdwL/XL8VKvpaeGmpOj3ssx8vPUuNf+AzAl7vnfcw3uk1B3+VsFi195JqLXEtFblZ8HsWGPwJlXna8DcEfn3FcC+E8Ank9EN5uq2zl3iXPusHPu8E1vc5NT7bFADC0y5DwZ7FODPEV/7HNKcYjp1sZK+f4z913anKJT0y/lpNhdG/eWfWtwr2GL3NeKFrjfNe55Xwit1hxNdqht7ZqTk/sUtBL3qdx37BeLnzGcc98Q6ieiswD8WwAXsDmfBvDp8fObiOjdAO4K4FoA57Lp545tcTtABwLQQyaED1iZtFoAy2MpV2uTSNFvjdV+a2M5rAJi+Slt1YqY1s7HW/o79+txL23YIvc1o3bu58a9JofP20rNifHw/2/v7GNvOYv7/p1eFyLSJDY2MeYlYIRTyaDWam4gkaLUJa7toAqHlBCDVC6pkaGBRgpCMhhh0HVyhZO2tEkTWsdYdVSIcUgQFnEwxg2CovJiWiv1C65vnSDbJSHhmr4ohMRm+sfZ5c6d38zzPLvn7Nl9np2P9NM9u/s8z8x8z8yc3XP3nGPFnlur1n6fsqXjydn3xs6d9znti4nveR7FEl8tLgLwJWZ+pN9BRE8DcIKZnyCi5wE4D8BDzHyCiP4PEf0QNh8YfA2AXx1irE84LwFlgsrx+rEcr9cvaf668Ersp+JI2bfm6tjltlzDsy9j8Jpozue5tJfr7Ev7VOxzaG+t12re5/KuRnKx16D9Nnlv7Vtyz5lK+xRL6zmtab/kfh/sniW+WlyOgx8U/FEAR4norwF8C8AbmPlEd+xncfKr6n4fBd+0AZz8tg3gYNHoq8F+n4dVcKkr1n6fLup+X6l9r1itogZw4FO/ek5qW/ovi1THJMd6MVmfRp9beyvGXWpvNTbv+ZhSez1O6mf50ELeW9qnYq+RVOy1aL9t3pfEZNlvrd/rffvQfmzPmUp7S4tW897TnkEH1jWJ73kexeJOnpn5tca+3wHwO874uwC8cIwtr5CtBLUSOUWuYegx1v6Ufbmu9MUqUO9E0dLCG2u9IOTW1f6nxsytvZ67a+3lWO8FZV/ae5p4c2vPe0v71It3rbSm/T7yvsV+b62xJu21Xc8fub/lvA+mYXEnz/um9EQmVWzWWlax6XWsq+GUX3qM1xA8+9Y7zp7/ej3LpqdbyrdDeNz99PGc2st1p9Bez3kCp4nnw/+6JG/+WO31nBwt5H2JjRZecFrQfkzee5TkfUv93mJq7bfpOVNrL/1uMe9z2hd/VV18z/MoVn3ynEpm71hpEejC9wrSunodal/PkWNS9r0Ycna8cbkmYvlq2dqn9hZTa587AZhT+9z6OR+XnvctnjQD5TW/ZO3H5r3FknvOlNrn/EqNb6XfW760mPel2gfTsFqF+/uBZKKnEtsrPG+cXFuur7GKwSo2aT9VGDn7ng+e/15T9mLXsXq+e2O8dafUXq+Tsr8L7b3Y59Q+tW5LeV+ifY20ov3YvC/xfUk9ZwrttZ2l95yptPdoMe9T2g+657ne1jcbqz157v9Lo6T4ckku19FjSooj1Shy9q0CTtkvKVK5rRtZyr7WQ8an4wVO/gzt1bhmVOz6Z2xzsadiHmN/G+29vNuX9nJ/r+OQ2KUta/yYvLd+xnaf2vf2a6SWnjNl3ktK8n5M7Hr9XOxWjFNqr8ctteeMiV3assbnNO3HtJb3Ke2D6Vjkz3PvA/09z1ZSWld3cr81VpIqAlko/bZXWNq+PK6PSTsp+5afqccWln1rjIxX7kvZ2Zf2Kb8t+/L4WO1zc/Rjz7/atZ8j70u0r5natY+8H6+95Yu0bx1rUXvLn7XmfTAdcXnS0SelTDyrIGUCW/96xa8T2io276TWsi+bQclJoJ6TG2Oto21qLUoauZyjf/Z0qPbyHeux2nu0rr1c+2pcc8q7z3PlfZ8Ph9Qa0v6U2r8DV1f97nNP9JyyvNdrtNDvpR9r1d7zZ215P+gDg/EjKYNZ7TvPPX1C6kR+Aqfes6T3WQksG4GerwvYWtuzZe2zYpB+ePYttH/yz1rfW8Pz0Zu/FO1TMUylveff3NrrY3rdFvI+pX2ttKD92Ly3WHrPmUJ7y7dc7EvoObvWXo9rNe+HaN8CRPRUIrqDiB7s/j3DGXekG/MgER3p9n0XEd0t/v6ciP51d+y1RPRn4tjrSvxZ7cmzvue5x7sSlvtlAaTGW0Wki14fyxW61Zj12in7ViPSc6w/a37/2Nu2/JDzl6S9ZW9K7a3Y59Q+p0VLeZ/SvmZq135s3ud0WGrP2bX2FkvuOVNrL+20mPeW9sdw9Nv/e1b8gcHNgvv52463AriTmc8DcGe3fQpE9FQA7wTwYgAvAvBOIjqDmf8vM1/Q/wH4MoDfFVM/KI7fUOLMak+eLbxG3B/rC07/WYWo51h2Us02Zb/Ud2tOqsl666TmyTkp36U/pf6H9ul5ck5of+q+XWlfGy1pH3k/THuL0H5deS/HFd+2UQ+XAbipe3wTgJ8wxlwC4A5mPsHMjwG4A8ClcgARfT+A7wXw6W2caeMVY0usgrOuRr1m4BW1Lm5rn5wnt0vse80iZV/vt45pP7y51hhrbWtNy7b2fx/ae+vl7O9Cez1/bu31XC92a31pv4a897SvnZq1H5v3mqX3nKm01/vlPC/2uXvOFNpbtJj3lvb9D5AdwoCvqgOwx/Pss4joLrF9PTNfXzj3bGb+Svf4TwCcbYx5JoCHxfYj3T7J5di80yyj/sdE9KMA/geAn2fmh5GBTp2/Hg4fPsx33XVXfmAQBEEQBEFFENEXmflwftxhBvZ1LpT2iYg+AeDpxqG3A7iJmU8XYx9j5lPueyaitwD4Dmb+hW77HQC+wcz/Qoy5D8A/YeYvdttnAvh/zPxNIno9gJ9m5pfkIqn/rZYgCIIgCIKgapj5Iu8YEf0pEZ3DzF8honMAfNUY9iiAC8X2swB8UqzxdwGc1p84dza/JsbfAOCXSnyNe56DIAiCIAiCJXMrgCPd4yMAPmKMuR3AxUR0RvdtHBd3+3peBeC35ITuRLznZQDuL3Fmte88/y88esov0wHpe5L0GO/eI2u8dz9W7n4wz35uTs7GITx+yvfZ9vdJWfO1jdT6Ka08f1Jx7EN7qYP83ugptbd8seZrG1NqL7/nWd43Z61Xc95bvsj5tX7Ps/crm5ola28dy62vc7ev4SX3nKH2S7XXPT3lzxJ6jo5jV9qX6NBC3ue0f/oPnPMDBwzUzbsB3EJEV2DzbRmvBAAiOgzgDcz8OmY+QUTXAvhCN+coM58Qa7wSwEvVuj9HRC/D5kfKTwB4bYkzqz157snd9K8TWN/En1s3VQDWhxCsDy/o4/JYrrGk/Pf2e0VvfaAhpUE/Xvtr2Vmb9qnY59Te8lVvt6x9zdSuffSc7bS3WLP2qVjkmq3mfWvfttHdXvFjxv67ALxObN8I4EZnjecZ+94G4G1D/Vn1bRt94vYJp5NPj7Uee+vJwpTrW0Vh2UnZTxWptGPZ95DjLHKNzGoCuSvstWqfit1iH9p7rF37WmhR++g59pyU9qkY1qS9NX+teR9Mw6pPnvWVoLy600Ug91tXzVaj1GtquymfUvY92/q4Z9+zK3XQ9q3itGJPNUUrzjVqn4p9Lu01a9W+BWrVfmzeD42z5Z6Ts7OkntOa9kvt98E0rPbkmUHmVWK/3SeoVYxW0g59AZbJr+eW2Pds5uznrnr1Oqki92LXPloFvxTtrWNTa+/FrtfZt/ZaAyv22vM+F3vLLF37bfLe8nepPac17Wvq92vSvvx7nhnAX+/prx3W9wrS0d8PlCqakuLQRdjPt7CKsZ8r1yi1L+fIwkzZH0KpBnptPc/SRTczOXaf2nvjptTei91aO2ffWnus9rkYLBu15X2J9jXSivZj896zu8Se05r2S+z3nm9r0r61e56XxmpPngG7ofX7dVFZSWpdSZZeXVrHZZGl7Of8sHzIFW7umHeFLu1b/qbmWfbn0F7O34f2XuyWP9L+1NprHfRjL+ZUHEvL+1LtayMVe23aD817a/7Se87U2nv+5Ma30O+9uPV6ted9qfZ5GBg0PgBWfvIMHCwULzklXmO0ktYqNr2ulegp+5ohJ8ZeYcnYdbGXFKJXzNa216Tm0L4klhRjtfdin0t7K6ZW875E+9pIvUDXpv2YvNe2l9xzptQ+t+6Ses7U2lvHWsv7lPaDfp47GMxq73nu0cWpr+B0QssC6Y/rteS4/srWGiPt6e2c/f6Y/NPHLfslGliFaDUGud+7Craah2d3Du319r60t2LXa+xTe2v9VvM+p32ttKD9mLzX6y+950ypfYql9Zyptbfibynvh2gf7J66Xy22JFWsAMxklsnab8v9/WNdqHKst98r7lTB6zW9teQxTwvLH2tuiX05zjtBW4L2KQ2m0j4V+5q0nyPvS7SvlRa0H5P3kjXnfS7WNfWclB29Ron9JeZ9qfZ5+g8MBkNY7ckzg9zi7JFJqgurf6yTe9sXY6vIcvblGK8Irbg8u3qs1Rw8+7kGqtdco/a52K2xer/nY2i/G+1rpQXth+a9F4ue03rep9aNnnOQ2vO+RPtgOlavcEmT0UXqFbH+V6+v19AMsa/Xt2x79i28wvWuevVxq+BLfR8a+xTaaz9S9vX6Y7T3Yrd83Yf2ln+t5n2J9rXRkvZj816um/Nd22+l36dYWs9pTful9fty4gODY6j7FWNLUkVljbGuOL1k9wqgxIcx9kt8yvmg17Zi0cdTjcCz4/m1Fu1LYrdimVL71Pi1al8bLWk/Ju9zNtfQczw7S+w5+9A+50MLeZ/TPpiG1SpM4OyVXk9JY+qLyrui1WPlOrkXAs++tCnXKbUv19dX09bVvuW3d9Vu6aTjWYL2OabS3vJlbdrPlfcp7WulBe0j79P2c9qXxLsm7b0Y1pT3ZcQ9z2NY9bdtyITTya1PMnUS6z8refX61lqeXyn7qX3W8ZxNbctqBFbTS5146IYi/6x11qS9F7scM4f2qTjWpH3N1K79Nnmv11lbz7F8WXrPmUL7lA7W8drz3tM+fiRlWup+u2VL+kJMvYiWFpVeUxeA3q/Xl+NLCjS1/hD7Xry6IL11LJ/0HIslaS/X24f2udjn0t7TpqW8L8m7GmlB+23zXh/TLKnnTKW959dSe84U2usx+nFreZ/TPk+88zyGVb/z3JNLxNRJhp6nk31okpfYzz0uaQ4529ZYvX7/WMaufS6xadnX65T4XZv2nn9zaG+xRu1rpQXtt817eSxFqz3HWju1b+6eM6X2JbSS96XaB7ul7leMLWDQgQTs0QXRJ6wuWiuB9bZe19qnKbHvjbX+tcZKvAbixal9tZqYtV+O9+yH9vNpr31Yo/Y1U7v2Y/PeWkfOW0vPyelgxZ5bq9Z+n7Kl48nZ98bOnfc57YcRJ95DqfvVYgf0CecloExQOV4/luP1+iXNXxdeif1UHCn71lwdu9yWa3j2ZQxeE835PJf2cp19aZ+KfQ7trfVazftc3tVILvYatN8m7619S+45U2mfYmk9pzXtl9zvg91T76vFlvTftgEcLBp9Ndjv85Bzj+EoAOBqXHPKcbluv08Xdb+v1L5XrFZRyzVSjc3blv7LdXRMcmwuJrnmLrS3xpdqb8W4C+11PqRi1z57flkx7EJ7y4d9aD9H3qdir5FU7LVov23el8Rk2Z+r50ylvd635J4zlfaWFq3mvac9gw6saxP3PI9h1fc86wTX27rYrMceXnL329bJ2xD73gmgV7Q5v60rWR2PtOnZ13Osx5ZPc2uv5+5K+1Kf+n/n1D43t4W8H6p9TbSmfes9ZyrtS33q/21Re7m99rwPpmG17zz3eFfG1n7ALjY55h24+sA6ekw/37oaTvmlx3jFnLKfKizPpjff0y3lWy7GbbSXzWmo9nLdXWp/Na4x/fZit9azbO5ae499aL/vvM9pXystaD8m7z2W3nN2rb3FknvO1NpLv1vM+5z25V9VF78wOIZVnzynktk7VloEuvC9gpRXlyW+pYrOGpOy78WQs+ONyzURy1fL1j61t5ha+9wJwJza59bP+bj0vG/xpBkor/klaz827y2W3HOm1D7nV2p8K/3e8qXFvC/VPpiG1Src3w8kEz2V2F7heePk2nJ9jVUMVrFJ+6nCyNn3fPD895qyF7uO1fPdG+OtO6X2ep2U/V1o78U+p/apdVvK+xLta6QV7cfmfYnvS+o5U2iv7Sy950ylvUeLeZ/SPu55npbVnjz3/6VRUny5JJfr6DElxZFqFDn7VgGn7JcUqdzWjSxlX+sh49PxWvuHxi5tWeOHNqah9rfR3ot9TdrPlfcl2tdGS9qPzXvJWvNej1tjz/HW7ce0lvcp7YPpWO0HBvX3PFtJaV3dyf3WWEmqCGSh9NteYWn78rg+Ju2k7Ft+ph5bWPatMTJeuS9lZ1/ap/y27MvjY7XPzdGPPf9q136OvC/RvmZq1z7yfrz2li/SvnWsRe0tf9aa98F0rPbkWdMnpU70VMHoOVbSWuvKdVIncp59XeglJ4FyTskYLw7Lvhe7jqPUfip2b85Y7T3Wpr01Z4153wK1ar+WnjOl9tqPNWpv+SPnrCXvh39gcB9/7eCfPawEXVBecusryNSVaK4JyELUdq1ty74Vg7Tn2beQNi0bqZNMaw1t0yv2pWifimEq7a3Y59TeO9Zi3pdqXxOtaT8k70v8S9mX/7aQ9542S+s5U2svj7eY90O0D3ZP3a8YW6Dvee7RRalPJFLFCfgNwlvfKkRdxJ593VT0Wpb9VHHlXoz0fM+f1Jr6xcQaO4f2ev6U2pfopOfJ+fqxtW2tmbJv2Wwx74dqXxOtaV+a954OQ+y30u8tDZfac6bW3pun99Wa97k14wOD0xK3bQhSjVgWgv7zikof03asAvIKwlsr5bs1J9VkvXVS8+SclO/Sn1L/Q/v0PDkntD913660r42WtI+8H6a9RWi/3rwvv20jGEMbrxhb4l0xymPeFaQcrxNbF7e1T86zrlRT9r1mkbKv91vHtB/eXGuMtba1pmVb+78P7b31cvZ3ob2eP7f2eq4Xu7W+tF9D3nva185Q7a/FMQA45cd8ast7zZiecwxHv62DF7u1fj+211H+SJYV95R5r/fLeV7sWidLB2+sPm7FNEe/t1hyz7F07Z+HPp/GaD/snee0fsFBVvvOs0wsK8GtAtDjrGLThZh6QZbryrkl9vsx8pic49nPveh4fvZ/2oaOvdfFa0SpF8Y5tM/pMKX2JSey+9Les2352ULel2hfG2O0t+brcXrM0vLemju05+j51rhU3ufi0etOlfeWzTF532q/X3rP8XJ6jPbxzvO0tPGqMQKdWLIQZdJ7Jxi6ELym4M3X68vtEvvymC6alH1rn56X892y7x3Tj7W+2v4c2uu1p9bei92LKWffO6Yfp+yn1vD215j3Oe1rZaz2/TvOh4zjFnPnvX5HLudnif1DeNx8p9Vbz3qXOTdfaqvf7R+T99KH1AXAUO1TuuqeY/2vhY5hif1+aT3Hmts/r4cM+5ZvOieBuOd5aup/1RiJTixdQFaBWkVvFWDJCat33HpHwyt+7a8117Kvm20udms9ad9rRtaV+Bj7eu4utbfGrlH71Ng15n1ttKR9Lu+t+d64KXqO9nNsz/H0K9HeitFjqp6TszNXv09Rc96n+r23fjAdqz15JvApCdYnopWsuWKQReQ1WEnq5ETvz603pFlo+1bs3jFvbq4ZefY8+3rf1Npr1qp9zve15X3N1K59Ku9PviOXruMpe87J+1DH5b2+L3qM9iff6c4zVc+R/2uRs+fZ1/vW3HO26fe5//lIE/c8j2G19zz36GTVJyBWgsurRi9ZvStAq2HIRlJiX4+3xnr2PX91U/LGWP56yPWs8UvQ3lvfs78r7a3Y9X7P9hTae/MtH2vP+6Ha10KL2rfYc6bUXrNm7UtiaTnv457naVn1yXN/9SavQkuaoJfwcj0rmbW9lJ1cE5ZYYz37HvqdAE2qyWibuVjk+DVqn4rdYh/ae6xd+1poUfvoOfaclPapGNakvTV/rXmfp7/neR9/7bDqk2d5Vdv/q68IdVLqxE01Sr2mtpvyKWXfs62Pe/Y9u1IHbd8qTiv2VFO04lyj9qnY59Jes1btW6BW7cfm/dA4W+45OTtL6jmtab/Ufh9Mw2pPnhlkXiX2232CWsVoJe3QF2CZ/HpuiX3PZs5+7qpXr5Mqci927aNV8EvR3jo2tfZe7HqdfWuvNbBirz3vc7G3zNK13ybvLX+X2nNa076mfr8m7cu/bQPY3PO8j792WN8rSEd/P1CqaEqKQxdhP9/CKsZ+rlyj1L6cIwszZX8IpRrotfU8SxfdzOTYfWrvjZtSey92a+2cfWvtsdrnYrBs1Jb3JdrXSCvaj817z+4Se05r2i+x33u+rUn7uOd5WlZ78gzYDa3fr4vKSlLrSrL06tI6LossZT/nh+VDrnBzx7wrdGnf8jc1z7I/h/Zy/j6092K3/JH2p9Ze66AfezGn4lha3pdqXxup2GvTfmjeW/OX3nOm1t7zJze+hX7vxa3Xqz3vS7XPE9/zPIZZbtsgop8ionuJ6FtEdFgdexsRHSeiB4joErH/0m7fcSJ6q9h/LhF9rtv/QSJ60hBfvKtInZwSrzHKYuz/UvZSV6Qp+xpts9S+FZNeT26n8IpZb+v4Lfv71L4klhRjtfdin1t7ud1q3qe0r5UWtN8m7/X6S+45U2lvUUPPmUp7Pb7FvE9pP+y2jWAoc93zfA+AnwTwKbmTiM4HcDmAFwC4FMCvE9EhIjoE4NcA/DiA8wG8qhsLANcBeA8zPx/AYwCuGOKILs4+8WTx60KXj1MNod+XeoGWiT/Efn9M/unjlv0SDXJNUNvXc2UMen/K7hza6+19aW/FrtfYp/bW+q3mfU77WmlB+zF5r9dfes+ZUvsUS+s5U2tvxd9S3g/RPtg9s7xaMPP9AEB04MroMgA3M/M3AfwRER0H8KLu2HFmfqibdzOAy4jofgAvAfDqbsxNAN4F4L0lfqSKFYCZzDJZ+225v3+sC1WO9fZ7xZ0qeL2mt5Y85mlh+WPNLbEvx3knaEvQPqXBVNqnYl+T9nPkfYn2tdKC9mPyXrLmvM/Fuqaek7Kj1yixv8S8L9U+T9y2MYalvdXyTACfFduPdPsA4GG1/8UAzgTwdWZ+3Bh/ACK6EsCVAPDd3/c9bnH2yCTVhdU/1sm97YuxVWQ5+3KMV4RWXJ5dPdZqDp79XAPVa65R+1zs1li93/MxtN+N9rXSgvZD896LRc9pPe9T60bPOUjteV+ifTAdkylMRJ8A8HTj0NuZ+SNT2U3BzNcDuB4Azjn8DAbKmowuUq+I9b96fb2GZoh9vb5l27Nv4RWud9Wrj1sFX+r70Nin0F77kbKv1x+jvRe75es+tLf8azXvS7SvjV1ofwxHAZz8CWxv7lLzXq6b813bl3l3LY4BOPnz0zXlfYql9Zw1vdbOoX058fPcY5jsFYOZLxox7VEAzxbbz+r2wdn/NQCnE9Fp3bvPcnyWVFFZY6wrTi/ZvQIo8WGM/RKfcj7ota1Y9PFUI/DseH6tRfuS2K1YptQ+NX6t2tdGS9qPyfuczTX0HM/OEnvOPrTP+dBC3ue0D6ZhaQrfCuADRPSvADwDwHkAPg+AAJxHROdic3J8OYBXMzMT0R8AeAWAmwEcAVD0rjaBs1d6PSWNqS8q74pWj5Xr5F4IPPvSplyn1L5cX19NW1f7lt/eVbulk45nCdrnmEp7y5e1aT9X3qe0r5VdaC/fcV5z3r8DVyfXXGrel8S7dO132XO8GJbWc6bUvoy453kMc31V3cuJ6BEAPwzg94jodgBg5nsB3ALgPgAfA/BGZn6ie1f5TQBuB3A/gFu6sQBwFYA3dx8uPBPA+0r9kAmnk1ufZOok1n9W8ur1rbU8v1L2U/us4zmb2pbVCKymlzrx0A1F/lnrrEl7L3Y5Zg7tU3GsSfuaqV37bfJer7O2nmP5svSeM4X2KR2s47Xnvad9/EjKtMzydgszfxjAh51jvwjgF439twG4zdj/EE5+I8cg+kJMvYiWFpVeUxeA3q/Xl+NLCjS1/hD7Xry6IL11LJ/0HIslaS/X24f2udjn0t7TpqW8L8m7GmlB+23zXh/TLKnnTKW959dSe84U2usx+nFreZ/TPk/c8zyGub7neVHkEjF1kqHn6WQfmuQl9nOPS5pDzrY1Vq/fP5axa59LbFr29TolftemveffHNpbrFH7WmlB+23zXh5L0WrPsdZO7Zu750ypfQmt5H2p9sFuqfsVYwsYdCABe3RBHMKpn8CWV51yvkxea4xMfm1LYtl/Aic/DX81rnHHWv9aYyVeA/Hi1L5aTczaL8d79lPr9E1D6zBUe/mtApoS+z3Sjzm013EM1V7mtOWDFfsceW9pP1Xe10zt2o/tOdY6ct4uek4NeZ/TwYo9t9YS+v0Y7VO2dDw5+97YufM+p305cc/zGOp+tdgBfcJ5CagL1Xssx+v1S5q/Ljxt37PrxZGyb83VscttuYZlW8fgNdGcz572cpw1f6j2Kf9T2ntzx2ifin2f2qfW82KfI+/3pX2t5GKvQftt8t7at+ueU0Pep1hKz2lV+yX3+2D31PtqsSX9t20AB4tGXw0C8t25g5JZBZe6Yu33WSfmsph0YWgfvGK1ilr6VHIyZY3RJ5faR6tBpWKSa6a01zFKHcZo33+rwKEDEZbZ79ft/Tik9pdqb10Y6TGWX9L+Ntr38y0dSk4o95X3lt1t897TvlZSsdei/bY9pyQmy35p7HL9Jee93rcP7afs99rPEu0tLVrNe097xoFfcHaIe57HsOp7nnWC621dbNZjDy+5+21dzEPtWw3BWsPbp7GuZHU80qZnX8+xHls+za29njul9l7sc2ufm9tC3g/VviZa0771njOV9qU+9f+2qL3cXnveB9Ow2neee7wrY2s/YBebtZa+crTWsa6GU37pMV4xp+ynCsuz6c33dEv5lotxLu3luvvQ3ovdWs+av2vtPVrM+5z2tdKC9mPy3mPpPWfX2lssuedMrb30u8W8z2lf/lV1cc/zGFZ98pxKZu9YaRHowpf7+w9qnbx9IP1fOTn7eo4cY9nXeFfVueL2fPOaiPZV/wzumNiHai9tDH3B2ZX2uROAfWifsl8a+7ba7zrvZV2N1b5WSmt+Ku3nzHuLoXm/z54zpfY5v1Lj5+o5u9be8qXFvC/VPpiG1Src3w8kEz2V2F7heePk2nJ9jVUMVrFJ+6nCyNn3fPD895qyF7uO1fPde1Hx1p1Se71Oyv4utPf02af21mNv3Vry3no8RvsamVv7ufO+xHfPfm5+KuYl5L130rj0njOV9h4t5n1K+7jneVpWe/Lc/5dGSfHlklyuo8dY8+RXi/VjUi/cKftWAafslxSpPhGR/qXsaz1kfDpeS4ehsUtb1vihjWmo/W209/JuX9rPkfc6xl3n/cn/wbDfoRmifW3Mrf0S8l6yprwvORFNxd5az/HW7ce0lvcp7YPpWO0HBvX3PFtJaV3dyf3WWEmqCGSh9NteYWn78rg+Ju2k7Ft+ph5bWPatMTJeuS9lZ1/ap/y27MvjY7XPzdGPPf9q136OvC/RvmZq1z7yfrz2li/SvnWsRe0tf9aa98F0rPbkWdMnpU70VMHoOVbSWuvKdVIncp59XeglJ4FyTskYLw7Lvhe7jqPUfip2b85Y7T3Wpr01Z4153wK1aj9H3l+LY9++V36OvD+Go1n7Q7TXfpRqL/3Qx/bR74/hKI7h6E60t/yRc9aS98M/MLiPv3ZY/cmzl8TyitG6grYSWDYMPV8XsLW2Z8vaZ8Ug/fDsW2j/5J+1vreG56M3fynap2KYSnvPv7m118f0ui3kfUr7WmlB+7F5b7H0nmPV6bbaW77lYh/SM6z1d9XvU+sO1V6PazXvxz53tUJETyWiO4jowe7fM5xxHyOirxPRR9X+c4noc0R0nIg+SERP6vY/uds+3h1/bok/7SqdQd/z3GMVpbwq9YrTu7r1mpq1ntxXYj91Mphq0qmrVg+rkXn+pNaUPi9Jez1/Su1LdNLz5Hz92Nq21kzZt2y2mPdDta+J1rQvzXtPhxL7/ecuDgHZ2Pu1d5n38oeKdqG9plR7qYOMY1/9Xv7g1K609+bpfbXmfW7NBj8w+FYAdzLzu4nord32Vca4XwbwFACvV/uvA/AeZr6ZiP4dgCsAvLf79zFmfj4RXd6N++mcM6s9eX4GnoljODq3G4tA/nfdmol82BA61Iv3gq1PNCTei3DuYit1ASqPjTmxS81LxVPqu+e/Nd/yy7I/t/YWa9S+xFcrxtbyvvy2jWq4DMCF3eObAHwSxskzM99JRBfKfUREn2KOcQAAB4NJREFUAF4C4NVi/ruwOXm+rHsMAB8C8G+JiJg5KSBljjcLEf0ZgC/P7QeAswD8+dxOBHsnnvd1Es/7OonnfX3M/Zw/h5mflhtERB/Dxtd98B0A/lJsX8/M15dMJKKvM/Pp3WPC5t3i052xFwJ4CzP/o277LACfZebnd9vPBvD7zPxCIroHwKXM/Eh37H8CeDEzJ5+71b7zXJJU+4CI7mLmw3P7EeyXeN7XSTzv6ySe9/VRy3POzJfO7UMPEX0CwNONQ2+XG8zMRDTrO7+rPXkOgiAIgiAIlgEzX+QdI6I/JaJzmPkrRHQOgK8OWPprAE4notOY+XEAzwLwaHfsUQDPBvAIEZ0G4Hu68UlW/20bQRAEQRAEwaK5FcCR7vERAB8pndjdv/wHAF5hzJfrvgLAf8rd7wzEyfMSKLrfJ2iOeN7XSTzv6ySe9/URz/lueTeAf0hEDwK4qNsGER0mohv6QUT0aQC/DeDHiOgRIrqkO3QVgDcT0XEAZwJ4X7f/fQDO7Pa/GZtv8ciy2g8MBkEQBEEQBMFQ4p3nIAiCIAiCICgkTp6DIAiCIAiCoJA4eZ4AIrqRiL7afX9gv8/8aUna8CvdT0P+IRH9PTHnSDf+QSI6YtkKlgkR/TER/XciupuI7ur2Dc6BoA2I6FIieqB7jovuqQvqg4jeRUSPdnV/NxG9VBx7W/f8PyDuw4zcqBQi+ikiupeIvkVEh9WxQc+199PRwXKJk+dp+A8A9Hcn9j8teR6AO3HypvQfB3Be93clNr94AyJ6KoB3AngxgBcBeKf3W+7BYvkHzHyB+K7PQTkQtAERHQLwa9g8z+cDeBURnT+vV8GEvKer+wuY+TYA6J7vywG8AJvXhl8nokORG1VzD4CfBPApuXPkc93/dPTzATyGzU9GBwsmTp4ngJk/BeCE2n0ZNj8Jie7fnxD7f5M3fBab7yI8B8AlAO5g5hPM/BiAO3DwhDyoi6E5ELTBiwAcZ+aHmPmvANyMzXMerIfLANzMzN9k5j8CcBybvIjcqBRmvp+ZHzAODXquxU9Hf6ibL18bgoUSJ8/742xm/kr3+E8AnN09fiaAh8W4R7p93v6gDhjAx4noi0R0ZbdvaA4EbRDP77p4U3f71Y3ifwujz6+Hoc/1mQC+3v14h9wfLJj4hcEZWMJPSwaT8yPM/CgRfS+AO4joS/Jg5EAQ1EnmJ4TfC+BabC6erwXwLwH80/15F+yS1HPNzMU/0hG0R5w87w/vpyX7n4bs6X828lEAF6r9n9yDn8EOYOZHu3+/SkQfxua/7IbmQNAG8fw2ROonhCVE9BsAPtptpnIgcmOhlD7XiqHPdeqno4OFErdt7A/vpyVvBfCa7hsXfgjA/+7+a/92ABcT0Rndf/1d3O0LFg4RfScRfVf/GJvn7h4Mz4GgDb4A4LzuE/VPwubDRLfO7FMwAeqzCi/Hpu6BzfN9ORE9mYjOxebDwZ9H5EaLDHquMz8dHSyUeOd5Aojot7B51/gsInoEm2/NeDeAW4joCgBfBvDKbvhtAF6KzYcK/gLAzwAAM58gomuxKTgAOMrM+kOIwTI5G8CHN58DwWkAPsDMHyOiL2BADgRtwMyPE9GbsLn4PQTgRma+d2a3gmn4JSK6AJvbNv4YwOsBgJnvJaJbANwH4HEAb2TmJwAgcqNOiOjlAH4VwNMA/B4R3c3Ml4x8rq8CcDMR/QKA/4aTPx0dLJT4ee4gCIIgCIIgKCRu2wiCIAiCIAiCQuLkOQiCIAiCIAgKiZPnIAiCIAiCICgkTp6DIAiCIAiCoJA4eQ6CIAiCIAiCQuLkOQiCYAcQ0Q1EdP6Iec8lonvyI4MgCIIlEN/zHARBsAOY+XVz+xAEQRBMT7zzHARBMIDuneIvEdH7ieh+IvoQET2FiD5JRIeJ6DlE9CARnUVEf4OIPk1EFxPRISL6ZSL6AhH9IRG93lj7BUT0eSK6uxtz3hwxBkEQBD7xznMQBMFw/jaAK5j5M0R0I4Cf7Q8w85eJ6DoA78XmZ3nvY+aPE9GV2Pz0+g8S0ZMBfIaIPo7Nr9H1vAHAv2Hm93c/4XtobxEFQRAERcQ7z0EQBMN5mJk/0z3+jwB+RB5k5hsAfDc2J8Nv6XZfDOA1RHQ3gM8BOBOAfmf5vwC4moiuAvAcZv7GNO4HQRAEY4mT5yAIguFwapuIngLgWd3m3+p3A/jnzHxB93cuM3/8lEWYPwDgZQC+AeA2InrJ7l0PgiAItiFOnoMgCIbzfUT0w93jVwP4z+r4dQDeD+AaAL/R7bsdwD8jor8JAET0/UT0nXISET0PwEPM/CsAPgLg70zkfxAEQTCSOHkOgiAYzgMA3khE9wM4A5v7mwEARPT3AfwggOuY+f0A/oqIfgbADQDuA/Bfu6+m+/c4+LmTVwK4p7u144UAfnPqQIIgCIJhELP+38cgCIL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- "text/plain": [ - "<Figure size 1296x720 with 2 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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- "text/plain": [ - "<Figure size 1296x720 with 2 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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- "text/plain": [ - "<Figure size 1296x720 with 2 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "<Figure size 1296x720 with 2 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ - "proposal = list(filter(None, in_folder.strip('/').split('/')))[-2]\n", - "g0_run = g0_runs[0] # TODO this will need to be fixed when I start implementing multiple runs.\n", "gains = [\"High gain\", \"Medium gain\", \"Low gain\"]\n", "stacked_constants = {g: np.full(geom.expected_data_shape, np.nan) for g in gains}\n", "constants = dict()\n", "\n", "for cname in const_names_dict.values():\n", + "\n", " for i, (da, pdu) in enumerate(da_to_pdu.items()):\n", " with h5file(\n", " Path(out_folder) / f\"const_{cname}_{pdu}.h5\",\n", @@ -284,33 +132,20 @@ " axis=-1\n", " ), 0, 1).astype(np.float32 if cname == \"RelativeGain\" else np.uint32)\n", "\n", + " display(Markdown(f\"### {cname} map per gain\"))\n", " for g in gains:\n", " fig, ax = plt.subplots(figsize=(18, 10))\n", " geom.plot_data_fast(\n", " stacked_constants[g],\n", " ax=ax,\n", - " vmin=np.nanmin(stacked_constants[g]) if cname == \"RelativeGain\" else 7,\n", - " vmax=np.nanmin(stacked_constants[g]) if cname == \"RelativeGain\" else 11,\n", + " vmin=35 if cname == \"RelativeGain\" else 7,\n", + " vmax=45 if cname == \"RelativeGain\" else 11,\n", " cmap=\"jet\",\n", " colorbar={'shrink': 1, 'pad': 0.01},\n", " )\n", " ax.set_title(f'{karabo_id} - Mean across cells {g} {cname} map', size=18)\n", " plt.show()" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { diff --git a/notebooks/Jungfrau/gainCal_JF_Create_Spectra_Histos.ipynb b/notebooks/Jungfrau/gainCal_JF_Create_Spectra_Histos.ipynb index e496ee6f7..1c5fa8733 100644 --- a/notebooks/Jungfrau/gainCal_JF_Create_Spectra_Histos.ipynb +++ b/notebooks/Jungfrau/gainCal_JF_Create_Spectra_Histos.ipynb @@ -19,10 +19,10 @@ "metadata": {}, "outputs": [], "source": [ - "in_folder = '/gpfs/exfel/exp/SPB/202330/p900343/raw'\n", - "out_folder = '/gpfs/exfel/data/scratch/ahmedk/test/remove/JF4M_SPB_gain/r66/no_offset'\n", + "in_folder = '/gpfs/exfel/exp/SPB/202330/p900343/raw' # RAW data path, required\n", + "out_folder = '/gpfs/exfel/data/scratch/ahmedk/test/remove/JF4M_SPB_gain/r66/no_offset' # Output path for gain data, required\n", "metadata_folder = '.' # Directory containing calibration_metadata.yml when run by xfel-calibrate\n", - "g0_runs = [66] # can be a list of runs\n", + "runs = [66] # can be a list of runs\n", "sensor_size = [512, 1024] # size of the array in the 'row' and 'col' dimensions\n", "chunked_trains = 1000 # Number of trains per chunk.\n", "gains = [0, 1, 2] # gain bit values\n", @@ -105,11 +105,11 @@ "source": [ "begin_stuff = time.localtime()\n", "control_src = control_src_template.format(karabo_id, karabo_da[0])\n", - "first_run_folder = in_folder / f'r{g0_runs[0]:04d}'\n", + "first_run_folder = in_folder / f'r{runs[0]:04d}'\n", "ctrl_data = JungfrauCtrl(RunDirectory(first_run_folder), control_src)\n", "\n", "# Run's creation time:\n", - "creation_time = calcat_creation_time(in_folder, g0_runs[0], creation_time)\n", + "creation_time = calcat_creation_time(in_folder, runs[0], creation_time)\n", "print(f\"Creation time: {creation_time}\")\n", "print(\"Chunked trains: \", chunked_trains)" ] @@ -180,7 +180,7 @@ " \"runs\": [],\n", "}\n", "\n", - "for run in g0_runs:\n", + "for run in runs:\n", " voltage, cells, sc_start, integration, mode, setting, run_number = read_detector_conditions( # noqa\n", " RunDirectory(in_folder / f\"r{run:04d}\"),\n", " run,\n", @@ -325,18 +325,18 @@ "metadata": {}, "outputs": [], "source": [ - "for g0_run in g0_runs:\n", + "for run in runs:\n", " for da in karabo_da:\n", " det_src = f'{karabo_id}/DET/{da}:daqOutput'\n", "\n", " selection = {det_src:{'data.adc', 'data.gain', 'data.memoryCell', 'data.trainId'}, \n", " control_src:{'exposureTime.timestamp', 'exposureTime.value', 'highVoltage.value'}}\n", " offset_map = const_data[da][\"Offset10Hz\"]\n", - " raw_fname_tmp = f'RAW-R{g0_run:04d}-{da}-S{{:05d}}.h5'\n", - " r_dir = in_folder / f'r{g0_run:04d}'\n", + " raw_fname_tmp = f'RAW-R{run:04d}-{da}-S{{:05d}}.h5'\n", + " r_dir = in_folder / f'r{run:04d}'\n", "\n", " #r_data = RunDirectory(r_dir)\n", - " r_data = open_run(proposal=proposal, run=g0_run, data='raw')\n", + " r_data = open_run(proposal=proposal, run=run, data='raw')\n", " r_data.info()\n", " sel = r_data.select(selection)\n", "\n", @@ -436,7 +436,7 @@ "outputs": [], "source": [ "for da in karabo_da:\n", - " fout_h_path = f'{out_folder}/R{g0_runs[0]:04d}_{proposal.upper()}_Gain_Spectra_{da}_Histo.h5'\n", + " fout_h_path = f'{out_folder}/R{runs[0]:04d}_{proposal.upper()}_Gain_Spectra_{da}_Histo.h5'\n", " hists = np.transpose(h_spectra[da]) # this is to make it compatible with my other notebooks, can be removed\n", "\n", " with h5file(fout_h_path, 'w') as fout_h:\n", @@ -480,6 +480,11 @@ " return _x[i_min:i_max], _h[i_min:i_max]" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [] + }, { "cell_type": "markdown", "metadata": {}, @@ -493,7 +498,7 @@ "metadata": {}, "outputs": [], "source": [ - "fout_temp = f\"R{g0_runs[0]:04d}_{proposal.upper()}_Gain_Spectra_{{}}_{_fit_func}_Fit.h5\"\n", + "fout_temp = f\"R{runs[0]:04d}_{proposal.upper()}_Gain_Spectra_{{}}_{_fit_func}_Fit.h5\"\n", "\n", "for da in karabo_da:\n", "\n", diff --git a/src/xfel_calibrate/notebooks.py b/src/xfel_calibrate/notebooks.py index c7467cb74..091a1a251 100644 --- a/src/xfel_calibrate/notebooks.py +++ b/src/xfel_calibrate/notebooks.py @@ -214,7 +214,7 @@ notebooks = { }, "FF": { "notebook": - "notebooks/Jungfrau/create_gain_map.ipynb", + "notebooks/Jungfrau/Jungfrau_Create_Fit_Spectra_NBC.ipynb", "dep_notebooks": [ "notebooks/Jungfrau/Jungfrau_gain_map_Summary_NBC.ipynb"], "concurrency": {"parameter": "karabo_da", -- GitLab