diff --git a/.ipynb_checkpoints/multi-area-model-checkpoint.ipynb b/.ipynb_checkpoints/multi-area-model-checkpoint.ipynb index 75af3ccf2433fbc85de4e0bfc20e73dfbe89678a..4114375b058bead20c217f8328b01d8a2ca06ab1 100644 --- a/.ipynb_checkpoints/multi-area-model-checkpoint.ipynb +++ b/.ipynb_checkpoints/multi-area-model-checkpoint.ipynb @@ -346,7 +346,7 @@ "output_type": "stream", "text": [ "Initializing network from dictionary.\n", - "RAND_DATA_LABEL 2303\n" + "RAND_DATA_LABEL 9464\n" ] }, { @@ -493,72 +493,72 @@ "text": [ "Prepared simulation in 0.00 seconds.\n", "Rank 0: created area V1 with 0 local nodes\n", - "Memory after V1 : 1911.96 MB\n", + "Memory after V1 : 1911.68 MB\n", "Rank 0: created area V2 with 0 local nodes\n", - "Memory after V2 : 1938.52 MB\n", + "Memory after V2 : 1938.27 MB\n", "Rank 0: created area VP with 0 local nodes\n", - "Memory after VP : 1967.83 MB\n", + "Memory after VP : 1967.57 MB\n", "Rank 0: created area V3 with 0 local nodes\n", - "Memory after V3 : 1996.12 MB\n", + "Memory after V3 : 1995.83 MB\n", "Rank 0: created area V3A with 0 local nodes\n", - "Memory after V3A : 2015.91 MB\n", + "Memory after V3A : 2015.65 MB\n", "Rank 0: created area MT with 0 local nodes\n", - "Memory after MT : 2041.53 MB\n", + "Memory after MT : 2041.28 MB\n", "Rank 0: created area V4t with 0 local nodes\n", - "Memory after V4t : 2066.47 MB\n", + "Memory after V4t : 2066.22 MB\n", "Rank 0: created area V4 with 0 local nodes\n", - "Memory after V4 : 2093.50 MB\n", + "Memory after V4 : 2093.26 MB\n", "Rank 0: created area VOT with 0 local nodes\n", - "Memory after VOT : 2118.69 MB\n", + "Memory after VOT : 2118.56 MB\n", "Rank 0: created area MSTd with 0 local nodes\n", - "Memory after MSTd : 2140.28 MB\n", + "Memory after MSTd : 2139.99 MB\n", "Rank 0: created area PIP with 0 local nodes\n", - "Memory after PIP : 2161.63 MB\n", + "Memory after PIP : 2161.34 MB\n", "Rank 0: created area PO with 0 local nodes\n", - "Memory after PO : 2183.14 MB\n", + "Memory after PO : 2182.85 MB\n", "Rank 0: created area DP with 0 local nodes\n", - "Memory after DP : 2203.29 MB\n", + "Memory after DP : 2203.12 MB\n", "Rank 0: created area MIP with 0 local nodes\n", - "Memory after MIP : 2224.90 MB\n", + "Memory after MIP : 2224.61 MB\n", "Rank 0: created area MDP with 0 local nodes\n", - "Memory after MDP : 2246.30 MB\n", + "Memory after MDP : 2246.09 MB\n", "Rank 0: created area VIP with 0 local nodes\n", - "Memory after VIP : 2268.24 MB\n", + "Memory after VIP : 2268.03 MB\n", "Rank 0: created area LIP with 0 local nodes\n", - "Memory after LIP : 2292.34 MB\n", + "Memory after LIP : 2292.09 MB\n", "Rank 0: created area PITv with 0 local nodes\n", - "Memory after PITv : 2317.64 MB\n", + "Memory after PITv : 2317.39 MB\n", "Rank 0: created area PITd with 0 local nodes\n", - "Memory after PITd : 2342.85 MB\n", + "Memory after PITd : 2342.61 MB\n", "Rank 0: created area MSTl with 0 local nodes\n", - "Memory after MSTl : 2364.20 MB\n", + "Memory after MSTl : 2363.95 MB\n", "Rank 0: created area CITv with 0 local nodes\n", - "Memory after CITv : 2383.38 MB\n", + "Memory after CITv : 2383.12 MB\n", "Rank 0: created area CITd with 0 local nodes\n", - "Memory after CITd : 2402.82 MB\n", + "Memory after CITd : 2402.57 MB\n", "Rank 0: created area FEF with 0 local nodes\n", - "Memory after FEF : 2424.18 MB\n", + "Memory after FEF : 2423.93 MB\n", "Rank 0: created area TF with 0 local nodes\n", - "Memory after TF : 2439.86 MB\n", + "Memory after TF : 2439.57 MB\n", "Rank 0: created area AITv with 0 local nodes\n", - "Memory after AITv : 2462.58 MB\n", + "Memory after AITv : 2462.24 MB\n", "Rank 0: created area FST with 0 local nodes\n", - "Memory after FST : 2479.30 MB\n", + "Memory after FST : 2478.93 MB\n", "Rank 0: created area 7a with 0 local nodes\n", - "Memory after 7a : 2500.40 MB\n", + "Memory after 7a : 2500.27 MB\n", "Rank 0: created area STPp with 0 local nodes\n", - "Memory after STPp : 2519.23 MB\n", + "Memory after STPp : 2518.98 MB\n", "Rank 0: created area STPa with 0 local nodes\n", - "Memory after STPa : 2538.30 MB\n", + "Memory after STPa : 2538.05 MB\n", "Rank 0: created area 46 with 0 local nodes\n", - "Memory after 46 : 2553.62 MB\n", + "Memory after 46 : 2553.38 MB\n", "Rank 0: created area AITd with 0 local nodes\n", - "Memory after AITd : 2576.30 MB\n", + "Memory after AITd : 2576.09 MB\n", "Rank 0: created area TH with 0 local nodes\n", - "Memory after TH : 2589.01 MB\n", - "Created areas and internal connections in 2.21 seconds.\n", - "Created cortico-cortical connections in 22.69 seconds.\n", - "Simulated network in 76.44 seconds.\n" + "Memory after TH : 2588.80 MB\n", + "Created areas and internal connections in 2.25 seconds.\n", + "Created cortico-cortical connections in 22.31 seconds.\n", + "Simulated network in 68.01 seconds.\n" ] } ], @@ -768,7 +768,7 @@ "output_type": "stream", "text": [ "Initializing network from dictionary.\n", - "RAND_DATA_LABEL 4664\n" + "RAND_DATA_LABEL 7587\n" ] }, { @@ -793,23 +793,11 @@ "========================================\n" ] }, - { - "ename": "NameError", - "evalue": "name 'data_path' is not defined", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", - "Input \u001b[0;32mIn [16]\u001b[0m, in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mMAM2EBRAINS_VISUALIZATION\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m plot_resting_state\n\u001b[0;32m----> 2\u001b[0m \u001b[43mplot_resting_state\u001b[49m\u001b[43m(\u001b[49m\u001b[43mA\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mlabel_spikes\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[0;32m~/MAM2EBRAINS/./figures/MAM2EBRAINS_VISUALIZATION.py:175\u001b[0m, in \u001b[0;36mplot_resting_state\u001b[0;34m(A, label_spikes)\u001b[0m\n\u001b[1;32m 172\u001b[0m spike_data \u001b[38;5;241m=\u001b[39m A\u001b[38;5;241m.\u001b[39mspike_data\n\u001b[1;32m 174\u001b[0m \u001b[38;5;66;03m# stationary firing rates\u001b[39;00m\n\u001b[0;32m--> 175\u001b[0m fn \u001b[38;5;241m=\u001b[39m os\u001b[38;5;241m.\u001b[39mpath\u001b[38;5;241m.\u001b[39mjoin(\u001b[43mdata_path\u001b[49m, label, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mAnalysis\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mpop_rates.json\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m 176\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m \u001b[38;5;28mopen\u001b[39m(fn, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mr\u001b[39m\u001b[38;5;124m'\u001b[39m) \u001b[38;5;28;01mas\u001b[39;00m f:\n\u001b[1;32m 177\u001b[0m pop_rates \u001b[38;5;241m=\u001b[39m json\u001b[38;5;241m.\u001b[39mload(f)\n", - "\u001b[0;31mNameError\u001b[0m: name 'data_path' is not defined" - ] - }, { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ - "<Figure size 720x635.692 with 7 Axes>" + "<Figure size 720x635.692 with 10 Axes>" ] }, "metadata": { @@ -836,14 +824,66 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 18, "id": "721d1f03-df25-468d-8075-a807025a9c58", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0 V1\n", + "1 V2\n", + "2 VP\n", + "3 V3\n", + "4 PIP\n", + "5 V3A\n", + "6 MT\n", + "7 V4t\n", + "8 V4\n", + "9 PO\n", + "10 VOT\n", + "11 DP\n", + "12 MIP\n", + "13 MDP\n", + "14 MSTd\n", + "15 VIP\n", + "16 LIP\n", + "17 PITv\n", + "18 PITd\n", + "19 AITv\n", + "20 MSTl\n", + "21 FST\n", + "22 CITv\n", + "23 CITd\n", + "24 7a\n", + "25 STPp\n", + "26 STPa\n", + "27 FEF\n", + "28 46\n", + "29 TF\n", + "30 TH\n", + "31 AITd\n", + "['23E', '23I', '4E', '4I', '5E', '5I', '6E', '6I']\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 432x288 with 2 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "# area_list = ['V1', 'V2', 'VP', 'V3', 'V3A', 'MT', 'V4t', 'V4', 'VOT', 'MSTd', 'PIP', 'PO', 'DP', 'MIP', 'MDP', 'VIP', 'LIP', 'PITv', 'PITd', 'MSTl', 'CITv', 'CITd', 'FEF', 'TF', 'AITv', 'FST', '7a', 'STPp', 'STPa', '46', 'AITd', 'TH']\n", "# output = {'pdf', 'png', 'eps'}, optional\n", - "A.show_rates(area_list)" + "A.show_rates()" ] }, { diff --git a/multi-area-model.ipynb b/multi-area-model.ipynb index 75af3ccf2433fbc85de4e0bfc20e73dfbe89678a..4114375b058bead20c217f8328b01d8a2ca06ab1 100644 --- a/multi-area-model.ipynb +++ b/multi-area-model.ipynb @@ -346,7 +346,7 @@ "output_type": "stream", "text": [ "Initializing network from dictionary.\n", - "RAND_DATA_LABEL 2303\n" + "RAND_DATA_LABEL 9464\n" ] }, { @@ -493,72 +493,72 @@ "text": [ "Prepared simulation in 0.00 seconds.\n", "Rank 0: created area V1 with 0 local nodes\n", - "Memory after V1 : 1911.96 MB\n", + "Memory after V1 : 1911.68 MB\n", "Rank 0: created area V2 with 0 local nodes\n", - "Memory after V2 : 1938.52 MB\n", + "Memory after V2 : 1938.27 MB\n", "Rank 0: created area VP with 0 local nodes\n", - "Memory after VP : 1967.83 MB\n", + "Memory after VP : 1967.57 MB\n", "Rank 0: created area V3 with 0 local nodes\n", - "Memory after V3 : 1996.12 MB\n", + "Memory after V3 : 1995.83 MB\n", "Rank 0: created area V3A with 0 local nodes\n", - "Memory after V3A : 2015.91 MB\n", + "Memory after V3A : 2015.65 MB\n", "Rank 0: created area MT with 0 local nodes\n", - "Memory after MT : 2041.53 MB\n", + "Memory after MT : 2041.28 MB\n", "Rank 0: created area V4t with 0 local nodes\n", - "Memory after V4t : 2066.47 MB\n", + "Memory after V4t : 2066.22 MB\n", "Rank 0: created area V4 with 0 local nodes\n", - "Memory after V4 : 2093.50 MB\n", + "Memory after V4 : 2093.26 MB\n", "Rank 0: created area VOT with 0 local nodes\n", - "Memory after VOT : 2118.69 MB\n", + "Memory after VOT : 2118.56 MB\n", "Rank 0: created area MSTd with 0 local nodes\n", - "Memory after MSTd : 2140.28 MB\n", + "Memory after MSTd : 2139.99 MB\n", "Rank 0: created area PIP with 0 local nodes\n", - "Memory after PIP : 2161.63 MB\n", + "Memory after PIP : 2161.34 MB\n", "Rank 0: created area PO with 0 local nodes\n", - "Memory after PO : 2183.14 MB\n", + "Memory after PO : 2182.85 MB\n", "Rank 0: created area DP with 0 local nodes\n", - "Memory after DP : 2203.29 MB\n", + "Memory after DP : 2203.12 MB\n", "Rank 0: created area MIP with 0 local nodes\n", - "Memory after MIP : 2224.90 MB\n", + "Memory after MIP : 2224.61 MB\n", "Rank 0: created area MDP with 0 local nodes\n", - "Memory after MDP : 2246.30 MB\n", + "Memory after MDP : 2246.09 MB\n", "Rank 0: created area VIP with 0 local nodes\n", - "Memory after VIP : 2268.24 MB\n", + "Memory after VIP : 2268.03 MB\n", "Rank 0: created area LIP with 0 local nodes\n", - "Memory after LIP : 2292.34 MB\n", + "Memory after LIP : 2292.09 MB\n", "Rank 0: created area PITv with 0 local nodes\n", - "Memory after PITv : 2317.64 MB\n", + "Memory after PITv : 2317.39 MB\n", "Rank 0: created area PITd with 0 local nodes\n", - "Memory after PITd : 2342.85 MB\n", + "Memory after PITd : 2342.61 MB\n", "Rank 0: created area MSTl with 0 local nodes\n", - "Memory after MSTl : 2364.20 MB\n", + "Memory after MSTl : 2363.95 MB\n", "Rank 0: created area CITv with 0 local nodes\n", - "Memory after CITv : 2383.38 MB\n", + "Memory after CITv : 2383.12 MB\n", "Rank 0: created area CITd with 0 local nodes\n", - "Memory after CITd : 2402.82 MB\n", + "Memory after CITd : 2402.57 MB\n", "Rank 0: created area FEF with 0 local nodes\n", - "Memory after FEF : 2424.18 MB\n", + "Memory after FEF : 2423.93 MB\n", "Rank 0: created area TF with 0 local nodes\n", - "Memory after TF : 2439.86 MB\n", + "Memory after TF : 2439.57 MB\n", "Rank 0: created area AITv with 0 local nodes\n", - "Memory after AITv : 2462.58 MB\n", + "Memory after AITv : 2462.24 MB\n", "Rank 0: created area FST with 0 local nodes\n", - "Memory after FST : 2479.30 MB\n", + "Memory after FST : 2478.93 MB\n", "Rank 0: created area 7a with 0 local nodes\n", - "Memory after 7a : 2500.40 MB\n", + "Memory after 7a : 2500.27 MB\n", "Rank 0: created area STPp with 0 local nodes\n", - "Memory after STPp : 2519.23 MB\n", + "Memory after STPp : 2518.98 MB\n", "Rank 0: created area STPa with 0 local nodes\n", - "Memory after STPa : 2538.30 MB\n", + "Memory after STPa : 2538.05 MB\n", "Rank 0: created area 46 with 0 local nodes\n", - "Memory after 46 : 2553.62 MB\n", + "Memory after 46 : 2553.38 MB\n", "Rank 0: created area AITd with 0 local nodes\n", - "Memory after AITd : 2576.30 MB\n", + "Memory after AITd : 2576.09 MB\n", "Rank 0: created area TH with 0 local nodes\n", - "Memory after TH : 2589.01 MB\n", - "Created areas and internal connections in 2.21 seconds.\n", - "Created cortico-cortical connections in 22.69 seconds.\n", - "Simulated network in 76.44 seconds.\n" + "Memory after TH : 2588.80 MB\n", + "Created areas and internal connections in 2.25 seconds.\n", + "Created cortico-cortical connections in 22.31 seconds.\n", + "Simulated network in 68.01 seconds.\n" ] } ], @@ -768,7 +768,7 @@ "output_type": "stream", "text": [ "Initializing network from dictionary.\n", - "RAND_DATA_LABEL 4664\n" + "RAND_DATA_LABEL 7587\n" ] }, { @@ -793,23 +793,11 @@ "========================================\n" ] }, - { - "ename": "NameError", - "evalue": "name 'data_path' is not defined", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", - "Input \u001b[0;32mIn [16]\u001b[0m, in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mMAM2EBRAINS_VISUALIZATION\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m plot_resting_state\n\u001b[0;32m----> 2\u001b[0m \u001b[43mplot_resting_state\u001b[49m\u001b[43m(\u001b[49m\u001b[43mA\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mlabel_spikes\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[0;32m~/MAM2EBRAINS/./figures/MAM2EBRAINS_VISUALIZATION.py:175\u001b[0m, in \u001b[0;36mplot_resting_state\u001b[0;34m(A, label_spikes)\u001b[0m\n\u001b[1;32m 172\u001b[0m spike_data \u001b[38;5;241m=\u001b[39m A\u001b[38;5;241m.\u001b[39mspike_data\n\u001b[1;32m 174\u001b[0m \u001b[38;5;66;03m# stationary firing rates\u001b[39;00m\n\u001b[0;32m--> 175\u001b[0m fn \u001b[38;5;241m=\u001b[39m os\u001b[38;5;241m.\u001b[39mpath\u001b[38;5;241m.\u001b[39mjoin(\u001b[43mdata_path\u001b[49m, label, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mAnalysis\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mpop_rates.json\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m 176\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m \u001b[38;5;28mopen\u001b[39m(fn, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mr\u001b[39m\u001b[38;5;124m'\u001b[39m) \u001b[38;5;28;01mas\u001b[39;00m f:\n\u001b[1;32m 177\u001b[0m pop_rates \u001b[38;5;241m=\u001b[39m json\u001b[38;5;241m.\u001b[39mload(f)\n", - "\u001b[0;31mNameError\u001b[0m: name 'data_path' is not defined" - ] - }, { "data": { - "image/png": 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\n", + "image/png": 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6XWlcqaplrf08JNg0vd8cOFXI1WobPp08qKrRiN2bQ41NTzY0wg8pJYnHC6m6piGwIIQgJbuMK9U2vjuoj9qv35XKdwdzqKyq5cEhIVgsFqqqa9l5OI8PPj9CaVkVnh4uJGdeZFpMD4TFimbvdhYLuAhIPFHEtVpJTa3kw/XH2bgnnXZuVhBWKqtqSTyhrwC7+2g+7685zJodKdTYJO3crMREBRK7N5OcogoAwoP1vrvrSD5AVEv1HyHESCFEohAiTgjxV/s+NyHEGiHEI0KIeCHEXiHEO/Zj44UQWUKIXfbX9Jst01HEOvusaLu0OotsaIAXj44KJTTAq8l0jn8yUkomjgpl6caTBPt6NWdou0EeTe2rz+2w1DRl4XXE0RVBSskb83VL1tGUkjrXb9TxlTkPmH/gN/PH3JT12MAxv+bWv62x6JO9SAlv/XxMHUFls2l8vOEE3fy96RnSqUHbaJpGTlE5L88e7vR+1L9XzsQjXB/+Xbczjd/PGtZkXlLKBhZ1o4z0vEtsikunttbGii2n6ObvfVNWSsf731g/METryq2neW2ebq2OS9L/4AHGDQlpYOl1LPPZiX35ZOMpnpven+4BHZxea15JJRVXazl6tsS0tjriWE/j4aMtW14bwyIED43ozp6jeYwdHMjuIwX8/LEBdPPXf0+TUkpYt+scNs3GzsM5/GhYCE9M6M2GPWm8MLM/q7ef4di580we0509SYXkFl9mSnQYfbt3IsTPm5yiS+w/WchjD4bj27kdr88dzsa4DE6mlRITFcKB04W8MHMQUmp8svEk0YMC6dutIweTi5ESamwSVxfBqfQLzHywF8G+XvpDo9RwdRHMfDCcLfEZ/OLxgZSWVTGoV1cKL1QRExXIsEh/am21fPl9qm5ttQqemNCHTXEZjOjvz5GUUn7xWH9C/LxZvyuV+OOFPBAZyJGzukAsvliNi1VQa5O4WAQIOJ56np/PHEhJ2VV8O3mYLg8BXdz5/nAe44cGsmNfDhOGdSP+WD6uVrBpNp6f0R8hLIT4eRIR1pmYqCCGRvgD+m/Apvh0xg/tzncHs7lWCwN7duZE2kV6d+vIAxG+bE7IZHpMGGUV10g4lk9kWGeSzpViFfD0I30Y2OsiWxMymDS6OxGhen8PC+zA4N4+JJ07z/PT+/PZjrOkZJW1dBfKAn4kpayyi9eBQFcgEdgppfwaQAixUwjhaz9ntZTy9eYWYDzEOrJ/3Zv4dNf1eGn2MXh/xg3PUbR+Wp1FNuF4AWu2nyHheEGT6RytLJkF5WxNzNSHiZpBY1al+vk2huMQ553+0hh/uvHH8nlv5UEsFgtWq5Vt9a7fECnADS3Mt4ohkB19ze5HHPuB6VMn9WFFZ+0ipWTtzlQ++Pww+aWVTu+H470yLO9vLd/v1OK6dmcqq2KTOZpS0mRePYI7NhiKd7R6Sil57MGezJ0SiaZpTuve3IehxkYEVm49zcTRYYQFegMQExXEr58aQpCPZ6MuMmZfllB+5RpCCHqGdGpgid1zNJfArh54uLuwJSGjQVsZdTJcPfJKKpq8plsd6WkN+HRqx8HTxTw4tBuJx4sAve2N1+b4DKJ6++pW0iobx86dZ8f+bF6YOZD80iuk5lyinSuk5ZWTW1zOo6PCiEvKJ8TPm/zSSj7acJoam2TtznTe//woG+MySDhWwICePiQcz2f25EhiogIRwsJz0/uTcLyQjzaeJuFEERt2pzOkjy/t3az079GVTXvSyC2u4FqNxvZ9udTUSgSC6mu1IGFohD99QrsybkgwmQX6KIhFWHB3s+Lu7sJz0wfg16k9z08fQLCvF1YLdPPvQH5pJfHHC3GxwqmMCzw+oRfurlbc3Sw8+XBvJo/ujouLBYsQuoVfCLYkZCKE4FhKKSs2n2DXkQLcXKBrRw+eebQvC6b3Z1pMD2pssH1fLh+uO0FKThnvrTxEN/8OWK3WBv374RGhPDIyDICMvHKiBwVwLucS63enU1OrsXZXGtsSs4geHEx6/iWsFrBJKLpYzdC+ftTaNLp29OBv607wwRdJbNidhouLC+/8MprismscT71AVY0G8EhL9R8pZaGUssr+sRaw2fP/RkpZAyCEsAKFwI2HAPX0LwghDgkhDpWUlBj7zNeWD2bi0z2K5D0rSN6zgpLMI3WO3+05NYrbR6sTsjFRQbz49FBiooKafU54UAfemD+SJc+PbpZF5WaG2J1hfGkaG8p1pKXdEJwN4Tq7/sbES0vzQ9uyNePuZuX5GQOxWq9/zXQfzNNYLBZcXCx1fK+NfpCed4kt8Rk8MzGiWf3cGA5/Y/5Ip/dxcB8fPNxdGNzHx9znrN819eBh1HPd7nQ+XHecN5c5F83NfRhy1i8Mn94d+7JMd4rmfJeMMkP8veng6UaIn1eDa4w/ls8Hnx/h2LnzuLlamD+tv1NharhSGC4Mzh7wjHzDAr3rpGtLeLV3Y86Ufhw8XcT0sT2xWi18tP4ES5buI6+kEk1KTqZfwMvDldmTInh8Qk/TheWTjSe5UlXL8MhAYvdmMWlMOAFdPCm/co3vD+WybNMpXF0sTIkOw6OdCx7uVpIzLjIlJpxT6ReoqbUR5OPJul1pfPD5YUrLqnF1sfB/nhjIsxP78sSPenE8tZRBffxIPF5IrU3j/KUqamyS6EEBeHm4ICyCK1W1/G39Cd5cts90MTMe+IQQLHl+NEueH43FYuGDL47yt3XH2Hk4j8qqWvJLryAQCAHt3FxYMH0AwyIC8GrvymMP9mZrQhZ7kvIBibDo/rEWIdCk5KMNJ/hs+1n69fAhdm8mg3r78fmOc2yMSyfxRKH9+2ilnZuVCcND2JaQYT68OT5I5ZdewcVqwWKx8NyMAcyeFMmbPx/NqAGBWARMGB6Ci9WCm6uVWZMi+fED3QBwc7Hi2c6FEL/rk/M22P2LAcYPDSE8qAM9gjsydnAQU8aEGvMXslq6HwkhBgE+UsrTQB8pZYp9/wvAWeC8lNLwAZjl4Fowon5eUsqPpZTDpZTDfX19jX3ma+qLG+qkjxw3r87xtvawqbhOq3MtsFgs5ozk5k7eMiw0zaW+RfVWnuSaa5lq6WFLZ0O4xjU4a6/6Q/4tHRWiJdqyNWOIKgPjocLxnhhiy5iFD/rEuGER/g0meTnieK96BHdsVExZLVbat3PBarnu09pYv2tsf4/gjrwwcxAfbziOpuFUCN4MjfkFO5sktmpbstPJbPXpGdKJJc+PBq63jXEtxgNBoE97tu3NpJu/d4O+6FinHsEdzXrU/0445utYXykl03+zafDm92ck3XLD3EMY1xYW6I1fl/Ys33ySqdE9iIkKJMTPq4GF3IgM8fOZA/lk00ken9CT0YOCiIkKQkrJmeyLHDhVyILpAwjx8yI8qAMPjwit812ICO3Cii2nyC+9wo59WTw7KZLHx/dkaIQfAA8O7Y6UkoCuXowZGMCIfgEgJcF+nvh1aU+QrydnssoYGuGPRVjZHJfGmIFBhAZ4YbFYeGP+CPJKKgkL9CarsMJ80C++UMnGuHT2nSpk1qRIxg62P0AKYUY8kFIyf1p/ogcFmu0xZmAICcfzmRbTk5jBQYT4e+vRCEqvED0ogFEDAhkzMICR/QNBSlZtS2bWpEjat3Nl3tT+BPm2J+F4IUP7+pFZUM7by/cxaXQ4L88eTo/gjnTz9zb73b881AfQ+7nFYiHQpz37TxUzb2p/xg0JBuCFmYNYseUU86b2N//zjH0/nxJJycUqduzP4uGRuv+4xWLhhccG0a+HD3/+7HCLTvYSQnQB/hv4qX37vHFMSvmxEGIZsFYIMcS++6ZcC5xRmn2MyHHzzG3FfUL9J5Z77TVs2DBZn9Sci3L24u0yNedig2M3QtM0mZZbJjVNazKdEZ8zLbfspsu4mXKam+6HcDPX8kOv+1bydNIGd73ftcRr2LBh8lz2BfnMwm3yXPYFp9drtE1qzkVzn6ZpMjXnokzJOi93Hc6RNpvthu3aVBs7lmds22w2p/2uqf5os9nkP785K2cvjr2l796t4Kw+TdXRsR1u5rqbon7bNpZXWm6ZnPrihjR5D/S9H/qq/7uraZrcfSSnWb8Nzu6P0Ya7j+Q02fZNta2zstNyy+SsRbHymYXbZGrOxQb3/B/fnJHTXtwg//nNGfN7NXvxdrnrcHaDe5qac1Gey74gU3MuOu0n9fuW0R7//PbsTbWLY96O5Z7LviD/8c0ZM4bxjWjud8PZ96CRe9Bi/QfdSLYNGGn//FPgp/Ztd4d0a4AIYDzwdnPzd6YLnl0UK6e+uMF8Pbso9oZtqLjnaV5/a27Cu/VqTMjOWXJrQra5Qu1mBGZTP9xNCQvjB+1W/lxvhsZ+QG9WyPzQ8hvL00lb3fV+1xKvYcOGye8PZsmfvbpFpmSdN9ti95EcOf+tHQ3ElmN77T6SI59+Y6uc/lLjf2qO9zU156L5R95U+9+oXzaWj2O9dx/JaVBmU6Kxqf7d2HlNXU9zRbsj57IvyKffqPtA0Vibnsu+UOcBwmazyd1HcmRtbW2deqXllpntYdR/6osbBst7oO/90Jez392m+seNuNkHkuacb+zfdTin0f+Dc9kX5M9e3WwKXeO/41z2Baf5OQru+n2sfh1+yMORY567j+TI2Ytj5axFsXLnwSz5j2+SZUrW+dtq3GiEFus/wFNACbDL/toBdLUf+4V9Xzzwln3feHTXBiP9rKbyd9Y/FW2SZvW3VucjCzgN5SRl83xNmzvkfzMTnxrz92usHMcJWY7vt8vPzriWzILyOiHJnJXp7Lqb27Y3Kr+xtmyrYYyqa2x8svEklVX6LHkpZYOhcmdtk553iWWbTvH89AFN+oMb5xq+f8a++jje6xv1y7eW73fq/2rUe9akCKTEjIVrTDCrH+6uqf7t2J+cnReXlMfCj/eavo31Ma7B8CnUNO2G8ZL1aAU15BZXOO3LRp3S8y6x6JO9vL/msL4wA9dDnSUcL+DNZftY+PFe00d24ugwVm49bfrSthW3gvpIKUnLLePImWLeWraXr74/R21tLbuP5JCac9G8B5qmcS77Al9+e5aUrPOcy77A7sN6GuNPJy23jNSci+w5msc7K/ab7W6z2dhzNJfa2toG73FJeXT392TP0TxScy6aaTVNI8TPi9fn6VE3UnMukpZbhqZppOZcJKfosh7myt4dwoM6MG9qP0CPgBOXlGdex7mcC2aovJiooAYTdqWU5BaXm2Xb7CH0jPLScstIyy2rUzfH9jPax7j+1JyL7DmSy9KNJ5k7pR/TYnqwbPMp1u9K463lB0jLLTPb12azsftwDjsPZXMu5wKpORc5l32BXYdzSMk+z+4jen1Scy6y+3AO57IvmPVyVq5jPY12nvbSxhbz+5JSfiGl9JVSjpdSjgeWSSnP2499aN8fI6V8w75vl5Qy1EgvpVzdUnVRtH1anY+s8ednrLzizG+tKV9TxwktP8QP1KhHY2Grmgo35fhHbPig1Q8pdKs41qspH0ApJbMnR5qzw5vidoQfql/PthjWyN3VyoNDgvn+UA5bEzMZ3i/A9Bm+MfokkpioQOKP5RMTFdSkv2xT3djRTxkaD38VHtSB1+dd9yGsf+zVuSPIKSrnr18c4ddPDWXhgpHmMaCOuJw1KYLoQYGE+HmbofKMPB1Dv8H1MFdGn/Tv3A5N05g7fWCTi40Yk2JmTYpg+ebTTa4ap/s8SpDw9vJ9zJ3av07sXUOYvzF/BM9PH8BHG04Q5ONpXt/Ls4eTW1zO5NFhbNubiZT6BLLtezOb5b/bGknLLQMwH5YWfbKPiqs1RA8KZM32M1y4XMXW+Aw8PVz4xeODWB17htmTI/mfL5O4Um3D7RuBi1VwpVqjnZuFdm4uTB/Xk0170qi1abi6WJg2tidS6v7hD4/oxprtZ5k0JpTte7PYOyiQhGMF5udTo0PZlphF+3b69yp2bzYFE/vy9f5sJo4OY3NcOjZNQwjB/KmR/M9XJ7hWqyEEzJoUafaZjzecxGqBMYOC2JqQSfSgABKOF9Le3Uo7d1cWPTcKi0WfiOm44tvanal8FptMcnQ42xIy2DsokPhjBbR3t5jfTavVwvSxPfh8x1mklHTz70BYoDfxx/JZufU0sydH8vGGk4BE2kdELRY9ZvSO/VlMH9uTLQnpTI3uQW5xBX/94ghe7V0ZNySELfEZALR3133dNSmpuqaZocCKLkSwcU86FVeu0b6dC+5uLsyf1t98AP1w3XFqam1YLAKrxcKDQ0PYlpBJdJTezujD/7dlZS8pZatebEFxb9PqLLJGyJu1O1N5e/n1IP83Y9VraiZ9U9ZHZ5ak9LxLNy2KjT9ii8VS570lJkI1dW31Q5IZgeVvZHG9mXBizvJytq8thy4yKL9yjW2JmTwxoTcLF4w0+4jxB9nYtfcI7siC6QNYHZtsn7l9hPhj+Y2Wc6MRCqNfvblsf53ICPXLNuq2fPOpRi31YwfrUUPGDg6q02cdrcOLl+5j2aZTZBVW0CO4I1mFFWZfg4ah3wwrqRF+a+fhPCqu1tYRmc7aycgn2NcLkOQWVzSwQKXlltnFgoUQP2+WbznNo6NCWbbplBliz2gvm92C1i2gA+5uLnUeHI6mlPDBF0fZGJfO1JgeAKZlPSYqqM2FmKuusdWxuIcHdWDxcyN59tEI/u1nUTwzMYL5UyOZNSkCdzcXgn29eGXOAwT5ePKLxwfi4e5COzcXxg8LoZ2rwGoRTIvpwfa9mcREBePmamVqdA+2xGeYDzB+nT0QAiLDOvPspEhOZ1zE08OVyLDOeLV3pWtHd9q7W5BSsPOQvsCAb6d2ZqSLBdMH8MKMgbhYLZzLucS1Wo2YqEBeemooT0zoZfYnVxcL02J6su9kIR7uVpJS9FBOj0/oaX5Poa7BIS4pj63xaUT19mXu5L5m/bw8XHniR71xc7Uyfqhu+fXr7MGvnxpCYNf2vPFRInuO5pp9JdjXCxerYOa4nrwwYwDubi48P2Mgwb6evDx7OFF9ujJ6QACb4tII7OrB5DFhLJjaj4Rj+UQP9Ke9u5Xxw4LNVdaiBwVQa5O4u1jw6eTO8zP68+snh/DmC6N5Y/5IYqKCeHn2cIovXMFms1FdI6mp0aip0a2wYwYFcCylBHc3C+hRBBSKVkerE7KOIXomjQlvNETOjfK40bB/UysgOQ7RArfVLeBmaa6gd0zXnBBZeSUVN7WiWlpumTm81lSopbYYusjAzcWKt6cbQyP86qylbrPZmDgqlJVbTzdYTQt0URgTFcTsyZE89mCPmw43B3VX60rLLSO3qByou2KXY7vXFb6N52uxWBg3JARjsYJ3VjR0Q3CxWlgwfYBTQeAYn9lYqWvFllMsWbqP3OIKZk2KIP54Pp7trIT4eTX5wOMYQm5qTA9Wbj1lPuCu3ZnKkqX7nMTWlViEMNvCMS+rRZBrj/H7xvyRdZZe3rEvi1kTI/n5zIHs2JeFENdXVHN02WkruLtamT+tP6/NfcB8KMgvqWRTXBob92QQm5hhPly9Omc4ADlFuotLiJ83v3x8IGOHBBN3NI9aDWyahl9nD2ZNiiDxRAHzpvbDv0t7pNRISill5dbTBPt6MWlMGEG+Xjz2YA+mRIfxwsz+BPl4MS0mnLXfpzFjbA+sFj30lEXoETnGDg7mlTkPEOLnxZhBAYweGMjsSX0YOziIXz85mG4Bej9Myy1DkxrzpvZj5oPhTBkTzpvPj2T8sBA821mwCAvd/T356vtz2Gw2pJTkFF7my+9SWLH5JN0DOnI0pYRN8Vk8Pr4nU8bo9Yvq7cOoAQHEHc2lfw99+d2iC1c4mlLC5cprnM26yO9nDTNjIU8eE8r63WkE+Xoyb2p/pJS8uWw/ucXlLPp4H1sTs6i6Vsv3h3LZkpDJweRirlZVc+hMCTU1Nr4/lEv0wEBA/24980hvXFwEH60/yScbTxLs50XB+SuEBngRfyyfnKLLfLb9DBOGdcPd1UqtBhoWamttHDtXiiZ1cU8LxpG9EyxevPiezk9x5xD3uhVh+PDh8tChQ3X2OboXZBaUt1ioKMe8neXp7FhT6VsLN7oGYwh39uRIp0uhOsvLGILWrXfOw6U1UW7rbMh6DB8+XP5z43fm9aXnXWLJ0r1UX7Ph7mZlwfQBBPl48tbyAw2GxVNzLrLok30seX4Uvbp1brIc4/44un4YbatpGgs/3osQ8MLMgYwbEgJQp92lvL6ilvFwBnUXA6l/rxyH9Q33mITjBUQPCjQtr858f99ZsZ85U/qZ/UjTNOKS8pFS8tn2M8yaFGmGDzJCCsUl5bFqW3Kjri1GXR4dFcqOfVnm+6xJkYT4edVZ1MHIq35fllKy52guH60/gRDw5gtjzKFoR99bw6XA0dWjXtu0ib47cNAQGTXzHQb18uFEWql9mVZJTW0tri4uzHywB19+d45rtXrs1uOppVy7VotE8MSEnqzdmca1Wkk3P09yiiuxAG5uFp6Y0IvN8Rk8N30AK7acZvTAAPaeKGT+tH4UX7zK6tgzuLtamDA0mO37c3B3AYQFTdOoscHg3l05lnqeXz85mNJL1cwcF87ek0UEdm3PW8sP0C+8MwnHCxnYozMn0i8SPSiAs1kXmTwmnPW705BSQ5OCB4cEEbs3m6heen6DenbheNoFxgz0J/FEETFRgYzsH8D7nx8FYMxAf5IzLtK/Z1deenqovuLcF0m4WHS3nhobuFoFNTZpXzWrlPbuVoL9vDiXc4nJY0KJS8qjplaj1qZRa4OnH+7Nhrh0ams1rFbBTyb0ZnN8OmGBHTibfRGkpOqaRKL/IDq+Wy1gsZcb1asrKdnnqdUsuFg0+ob5kJRSyqTR3Yndm83k0d3Zk5THuCHB7D6SS7CvFyk5l4kZFMCx1FJmjO3BhcvVbNubVbv5/RmuLdmPhBAjgb+iL4hwSEr5ayGEG7ACWAksBKzA91LK14QQ44GH5A3CcA0fPlwePny4yVGQA3MWUFNWZn527dSJESuXNVXXNjWq0kZo1u9pq7PIQsOh+Zb872jKsuvs2M1Ygu9VmjsZ60Yi1jEvYwg6Jiqo0fzbQtvdCMfJLZqmMW9qf9zdrPZ4nEH24fzr6Yyh8Jyici5XXuPwmaI6k02cDbOHBXqb/s5GGrguJC0W3WUg2NfLtAAbPub1J6AZQtFwQzDQRfg+c59RZrCvF+9+eoClm07x/prDJBwvcOo6IaVE0zQerWeJzsi/zOrYZLr5e/PKnAcI9vXkjfkjTRGbkX+5zuIejm1gbIcFevPq3BE8MaFXnfdxQ4LrrPBlxKn9/axhFJ2/UmcyjhCCED9vpNSovmbDZrOZk+jeXnHArIvRVoZYd5zEk553qUUnzNxtrtVqxB0rICYqhJ/PHIiLi75K4NXqWqwWC24uuq/msXOlSClAWLhWK1m3K52aWv2+55ZUYrWABlRd09i4R/fzLC27Sq3Nxp6jedTabJRcrGJrQgburhau1WjsOqJbeyN7+HCtVsPVxQV3Fwvp+Zd55tG+WISF2MQMlm9J5v01h0lKKUWTkhNpF2jnZuVcrm4dTzxeyMgBgWyMS0cIGD+0G1XVtcQl5dPOzcrx1PO0c7OSlncZIfTvjLurlYTjBZRcvMqkUfoiA0kpJdTYJKczLpJVWMHZrIuALiprbOBmFTw0ohvt3a2k519myphQLBahr3DmpucnJQhhodam/ztfunKNq9U2rtVKBBa2JmYRMziE46nnEVhAWMxxA1erwM3FYopYmwbhwZ309k89T/eAztTUanQP6ExSSinurlZ8OrVDAAknChk/TBe112ol53Iu4+5q4UT6BaSEzQmZxOsrZd6OIQVjqdqxgJ/Ql6odw/WlamOklKOBMeL6UrU3jbP/kJqyMn6zL4G/p53j72nn+P+2b23WeYrWR6ub7KW489zKZCxjCPp+prrGxlvL91Njn3BitVhYuGAk86f1Z/nm0wyN8DP9W43hRSFg4YJR9uFv+Or7cwR08WTc0JA6k6QcF7gw/J1D/PTJVI7W2R7BHc1FAgCzDGMSiCEQX507wpzFHdi1fQP3AsOH1DFCwKptybwy5wHTReTZSZGmOJ89OZJlm04R7OtFz5BOZORf5u0VB5ASFky/Ppz6xvwRDVxcDEHtbJKho/W5/rXC9YlsjU3oFEKQdK6UVbHJSCTDIwPMNGGB3vTu1oWjKSUcO3een/y4tzmhzSjrlTkP1HHdMSI91NRqxvBsFJDUUn3obuHuZuWdX4whKaWUxyf0BKD44lUG9OjEnqRCZj7Yg6jePnx3KIe+3TvRzV9/yDh2rpSBPbtwPO08Ph3agYCz2ReJS8pnxjh9YYP8kiusjk1m5rhebIpPZ3pMD3bsz2L+tAEE+bS3u3dopGSXMX9aPxJPFCKRFJ+/wqb4DPy7eLIqNpmRAwI5cKqwzqIJxgNObnE5xReu4N/FkyA/T+KP5fP8jIGMHRxERFhXgnzag4C84gqC/bxAQn7pFWKiAhna15/vD+WyfV8Wj47sjgAen9CLYREBAOQUlbMnKZ92rhYmDA9hz1F9ha/EE4U8MaE32/Zm8tCIUB4aEUpucQXBvp5mH9Q0jaSUEvw6tydmcBB9u3XmTPZFfjQ8BBerC2GB3kSEdibI1xMk+nVcvIpfZw9Wbj3DlOgwBvbswsa4DE6ln+eZR3pzsaKa8UOC2Z1UwNzJfVmx5QydO7gzuLcvfp09zYnEnb3c2RiXzoyHwhncx5eC0isEdPXgeOp5onr78NJ/xv+4pfuRlLLQ4aPjUrWfyptcqlboq4G9UG+f022DX/UfyH+fOtFkGmd5LFq0SLkatCKUkFUobhPurlY9CkBxBUG+nuYIAlyPMuA4ZO0YBSAs0JszWRfYmpjJJ5tO0i3genQMKWUdAVffL9pxW4jrq9ppmsb8af0J9vU0j4cFept12HM0lw8+NyISjGoQhcPFaiG/VBchjoLOcRUs448gxM+7jhg2VjQDzCH7+v8pjn7TRn71/b2bulZHGou0IaVkcB8fpIxgSF/fOmkSjhdwPLWUsYODeHxCzzptJ6U0y3L846u/Utu//XV3m1lOqFe3zlitVoQQrN2ZyurYZGIGBxGflE/nDu6AZFtiFruP5PHOL6PpGdKJPqFdScstY2tCFm/MH8GRs8VsS8xm8phQhkX466MECGZNiiTIvsra0Ag/hkX6A5gjbYs+2YtFCB4eGYYQgk82nETTjMmmklmTIlixJZn50/o1eGDW++gZ5kzpR4ift2l5D/HTV/fq5u9tjkh08+9g9g+LxUJmQTlCCLsfbyQSiYe7Bb/O7c37vnzzKaSU/MuP+/D1gWx++UQUUtNYuvkUQ/r6MrxfgOn29uDQkAbuNTv2ZzN7ciSZBeWUXqpi+94s+oV3pZu/3reMSAcZ+ZfpHtCRB4d2IyP/Mm/YJ6LFH8vndMYFbJrEYrESl1RAXFI+QliICO3MniR9suSWhEzefGGMuXqgX2cPpNTw76L/Fi3bfIoxgwLZlpCJJOK29iXhsFStEKL+UrW/A7ZLKatv4Lb2MfAxNHQtcOYWkDDjCf6eds78/Kv+A/mvk8fr16vJPBStAyVkFYrbyNGUEmITM3h9/qg6VkNnQrF+6KgfP9CdvqGd64hEQ/TWF6v1l5OFhn6tuuX2NHOm9EMIYQpGI70xoczw/zSGzQ2xunDBKHuoOD2clqNV0tHf1vjseI31r8/REu0oJo06GAK7vmXVsQ2a8mWXUvLy7OHmtmMEhLeXHzRnpzuGoDPKjh4UaC5fWj8qQ33qX9fm92e0mX9C42Fg9uRIduzLYkpMOAdPFzElJpytCZnYNA0PdysuLg091ITQY/duTcjEw92FhOMF7D9VxPxp/Vm26RQgmT9tgDmpzvHBA/QJg/Om9gdg+ebTCCF4fHxPNsal8+nWZOZN7Y8QxgOTMMOn2TQNF6uFKdHhLN98GpBMje6B1e5e43hNSzeeRJOSxc+NIr+0kqUbT2KxCDNvISx8uuWUXfSdxiIE86f1Z2pMOFsTMhga4WeG1EvPu4SL1WI+rDrzB4frD2vLNp0y6/rspOsuOrMnR5o+3Lpg1kcwjNEPI4zX/GkD7G1zCotFMGNsT7YmZiIQuLu58Pj4Xgzp62d+f4y2kRJWbD3NvKn90aRk38lC834Cm4FuLd2PxM0vVdtiHCop5lf9B5rbiraJErIKxW2i4so11mw/wzMTI5zGGHYUivXFWEb+Zd5beZA5U/rV8fN0PP9G1LdKOlo86w+RQ0N3EMfzHQUpYLoF5JdWsnLraV6b11CQ3CieszNR7ugm0VR+TZVjtJ0hChqm0UN1AXXKMvxkMwvKeW/lwRaNm9waMeLn5hVX8Ltnh1JQeoUfD+9GWKA3nb3d8enobn+4sNTpR2GB3kyJDid6UADBvp7miITRd96Yr8cqNh6q6o8qSCmZN7WfOXJgpI+JCmRIXz9zO9jXk9ziCsICvamtrWXMwADGRgUQd6yImePCGdrXj9ziClbHJjN/Wn/zoeZ63GJYseUUeSWVrI5NZsH0AQT7etrrOJLQAC+KL1whqndXLBYLucUVfLLxJC5WwYLpA8wHmIz8y4QGeDElOpzQAN0PPTTAi4mjw1ix+SRFF67w+PieZqjDgC4eTBkTik+ndlgsFnv4OHh59vA676/PG2E+zAX7epFbXMHKraeYODqMIB/dQvza3OEcO3eex8b3YGiEv+mHHxOlT7o0fMjnT+2HpmkIizD7e4ifl2mB/PHwbvz63/dMa+k+JIRwAT4DfiulLBRC/BT4zn7MXUpZLaW0CSEqgatAs79wixYtMredWVJdO3XiL6Oizc+zhjWM3+14nmN+itaFErIKxW3Cq71bnQlv9WlKjNUfZr8VQVV/GN6Y7FTfDaA559e3mBkWt9WxyXUWBLiZeM5GnRyvrf75jeXXVDn1FxxxTGPE6HUm5h19kNviSnM3ixCC/NJK3v/8CIP7+HI0pYTZkyPJK6lgzfaztG9nxWq1YLVY6B5wfYg+4XgBa7afwb9Le0L8vFm9/UwDn2Z9Mp9k6caTSCkZNyTE7GdSSrsV1u4vbrGYEwIdt/NLK/nrF0covhjB2u/PUVlVS15JJUdTSujSsR1PTOhFbnEFL88ejhCijg+6/tDixRvzR9ot8tL0ZTUeYhJPFLJmxxn8uw41Q865uljsQjHIjAry1vIDTIkOMxdB2JqQyfxp/di+N5PI8K58FpsMwNaEDGpqdT/zyqu1tHO34uqiL7xgtViYP60fyzefZv60fqyOPVPnuwewOjaZiaPD2LgnnQ27U7FYri++4N9Vb+u3Vxy0W5OpY9FdsfW06cdttGnPkE51fM5v06p0/wI8APzR/ntTDTxtPzZPCPEkug7ZKaU8I4QIaG7GN/JhbSpCwa3kp7h3aZXhtxRtnjYxlfRGffdGYc/updBujnUBblv4uztBY+3aQu3dehqiCYy+q2kan2w8SWxiJmMGBZKSXaZbaUsqTatg/egjmqaZIcqM4Xxn/cZms7Hw4724ulhZbJ+Q+M6K/cye3M8UlYbVPi4pn2BfT3OpbcNyG38sn+hBgaTnXSIppZQZ48LYGJfJ4+N7knC8gPfXHObZSZE8MaGXKQiduTIsWboPIXRLrGEFrR9qzbF/GOfPmhTJsk0nmDwmjLLyasYPC+btFYdYOH8Ex1LPs31vJhNHh9WxyEopSUopYWtCpm559vMy3XLeXnGA1+eNwGKx1CnHmOCpaRpvrzjAlDFhbE3M5LV5D1BQesVsayOqiKMAdnxAqH+v7nToOCHET2ULrPKldMF9Q7P6pBKyinuRNiUGFPcVba7vGsLUme/wrXA9BnHzYgbr/q/7kBIWPTeq2aMTmqaxdmcqO/ZlOZ305yiw64esuxGOscyNiXAAsyZGsjUxg3lT+7M6tmG8YmflNyIqne67nTHUaUV9V/223jcoIatotbSaH9SmUH33vkT13RvQlBhrTMzdrNCsX9btHDXQNI24o3lIYOzgILIKK1rraEWrqaj6bb1vaFafVD6yCoVCobhjOPpF17euOpvI6Cyix62UdbuwWCw8OOz6ZP/Grk2hUNwelJBVKBQKhUJxRxFCvAg8DjwL7AeS7Yc+t8eMbVFmLd5OWXl1k2k6ebuzevHEli5acZtRQlahUCgUCsUdQwjhjr4KnsE3UspnbzKPm1rA4EYitrlpfmg9FC2PErIKhUKhUCjuJM8BK4E371YF9q97E5/uupYuzT7GyMcX3q2qKH4gDZdkUSgUCoVCobgNCCFcgQellN877H5YCLHL/preyHkvCCEOCSEOlZSUGPua/drywcw6+fl0jyJ5zwqS96wwBe2WD2beVJ6taCJfm0YJWYVCoVAoFHeKWcDn9fZ9I6Ucb39tcnaSlPJjKeVwKeVwX19fY1+zX1Nf3HDDik19ccNN5alcCu4NlGuBQqFQKBSKO0VfYLAQ4hdAf+CWlsa9WRHZydu9jg9safYxIsfNM7d7Dp9BJ2/3214PRcujhKxCoVAoFIo7gpTy98a2ECIe2Ay8LoTYZd+9VUr555Yut0E0gvdntHQRiruEErIKhUKhUCjuOFLKGPum/12tiKJVo3xkFQqFQqFQKBStEiVkFQqFQqFQKBStEiVkFQqFQqFQKBStEuUjq1AoFAqF4q5Rb7nat5uzytfixYvrvDeXA3MWUFNW5vSYa6dOjFi57KbyW7x48U3XQdGyKIusQqFQKBSKu4KT5WqbxZIlS1iyZEljeTZ6XmMi9kbHGsu3sToo7hzKIqtQKBQKheJucVeWq/3NvgSG+/oBcKikmL+Mir6TxStaEGWRVSgUCoVCccdpZLnaxtKaS9QePnzYcT9CiAbD+40tKRuzaR0Aw339+O9TJ/jvUydMQRuzaV2zlqNdvHhxnX2N1UFxZ1AWWYVCoVAoFHcDZ8vVOkVK+THwMcDw4cOlIWYbW1mrsf0JM55otIz46Y8TvXFto8cN4eroFyuEUKt73WWUkFUoFAqFQnE3aJHlauvTHGF5qKSYX/UfaG4/2bN3i+SruPPctJAVQlRIKb3q7XsR3c+lFigB5kspsxyObwcWoPvADAcEkALMlVJW3Hr1FQqFQqFQtEYaWa52ZHPOXbRo0S2V6dqpEzVlZXV8Yg0R69qp003nd6v1ULQc4mafMBoRshOA/VLKK0KIXwLjpZQ/sx/zAHZLKUcIITpIKS/b938AFEsp/9BUecOHD5eHDh26qToqWj2NTzltRai+e1+i+q6itdJq+q7qn/cNzeqTLTLZS0q5U0p5xf5xHxDicHg8sMuezhCxAvAAlJ1eoVAoFAqFQnFL3I6oBQuAWIfPk4DtxgchxAqgEIgA/us2lK9QKBQKhUKhuA9oUSErhHgW3Qf2zw67o4F444OUch4QBCQDP2vJ8hUKhUKhUCgU9w8tFrVACPEQ8Bp6TLhq+74eQI6U8ppjWimlTQjxD+C3wIqWqoNCoVAoFIp7GyFEGLAf3aB1DXjB4TPA5/ZwWy3CrMXbKSuvdnqsk7c7qxdPbKmiFHeBFhGyQoghwEfARCllscMh063A7hfbU0qZat+eBpxpifIVCoVCoVC0Kr6RUj4LprA1P7c0jYnYGx1TtA5uRci2F0LkOnz+AJgMeAFf2gMGZ0sppwMTgX+1pxPASiFEB/v2MeCXt1pxhUKhUCgUrZYJQog4YB2w/odm1pyFCfavexOf7lEAlGYfY+TjC285L8W9w00LWSmlM7/aD+rvEEK4A4FSykz7eRq6v6xCoVAoFIr7lwKgD1ANbAS+Ax4WQuyyH/9ASrnJ8QQhxAvoLgh0797daaaOy8jWZ+qLG/DpHkXyHt2bMXLcPAC2fDAT0UDBKFoTtyNqAQBSymop5fDblb9CoVAoFIrWh10fVEopa4EtwFR014Lx9tcmJ+d8LKUcLqUc7uvr21i+Tl9TX9zQaF2mvrihQXpF6+K2CVmFQqFQKBSK+gghvB0+RqNbZG87pdnHiBw3j8hx8yjNPnYnilTcAVosaoFCoVAoFApFMxgrhHgL3bUgHiiirmvBVinlnxs72RlNWVI7ebtTVl5dxye25/AZ5rGbyUtx76GErEKhUCgUijuGlHIbsK3ebv/bVZ4Kr9W2Ua4FCoVCoVAoFIpWiRKyCoVCoVAoFIpWiRKyivsGIUSFk30vCiFOCyGOCyG+E0KE1ju+XQgRLIRYJoQ4Zk/3lRDC687VXKFQKBQKhTOUkFXc7xwFhkspBwFfAX8yDgghPIAuUso84NdSyih7umzgV3eltgqFQtFGEEKECSGKhBC7hBBf2z9/drfrpWhdqMleivsaKeVOh4/7AMclEscDu+zpLoO51LIHoKa1KhQKxQ+n/lK1t4UDcxZQU1bWZBrXTp0YsXLZ7aqC4jahhKxCcZ0FQKzD50nABuODEGIF+nLMp4GX7mjNFAqFom1yy0vV3sxSsvVF7G/2JTDc1w+AQyXF/GVU9A2F7g+tg+L2oFwLFApACPEsMBxwjF0YjR7jEAAp5TwgCEgGfnZHK6hQKBRtD2Op2gnAQ0CHxhIKIV4QQhwSQhwqKSlx3N+sV8ymdXXyG+7rx3+fOsF/nzphCtqYTeuanZ/xUtx9lJBV3PcIIR4CXgOmSymr7ft6ADlSymuOaaWUNuAfwBN3vKIKhULRhmhkqdrG0jpdoraxZWnrv+KnP37D+sRPf7zZ+anlbO8dlJBV3NcIIYYAH6GL2GKHQ5OA7fY0QgjRy9gGpgFn7nRdFfcvKuKGoi1yt5aqBd2d4Ff9B/Kr/gM5VFJ84xMU9yzKR1ZxP9FeCJHr8PkDdJ9XL+BL+zBRtpRyOjAR+Fd7OgGsFEJ0sG8fA355x2qtUDjHiLhxRQjxS/SIGz+DuhE3hBC/dpis+AF6xI0/3K1KKxQOOFuqttncjEXUtVOnOj6wfxkVbW4/2bO3meZmUVbZu48Ssor7BimlsxGID+rvEEK4A4FSykz7eRq6tUChuGdQETcUrZ1Glqp91lnaH4qKRtB2Ua4FCkU97H5bw+92PRSKm8BZxI3txgd7xI1CIAL4rztbNYVCobh9KCGrUCgUrRgVcUOhUNzPKCGrUCgUrRQVcUOhUNzvKCGrUCgUrRAVcUPRWhFCzLZH2tglhIh2WKZ2lxDihbtdP0XrQk32UigUinsfFXFD0SYQQgQDD0opf2z/HIbDMrW3wqzF2ykrr6aTtzurF08EYPHixXXeFW0XJWQVCoXiHkdF3FC0IR4FrEKI79CX+/73H5rhZ0smMfXFDZSVV5v7lixZAighez+ghKxCoVC0Eex+sirihuJexh9wk1L+WAjxR2AG8LAQYpf9+AdSyk03m+n+dW/i0z2KDz5I49tvv23B6irudZSQVSgUCoVCcae4BOy2b3+P/uB1Q9cCu+/sCwDdu3dvcNynexTJe1bw0p4G5wGwaNEiZZ1to6jJXgqFQqFQKO4UicAg+/ZgmrlAh5TyYynlcCnlcF9f3ybTvv/++47nIaVUIrYNo4SsQqFQKBSKO4KUMgm4ancleAD4Crtrgf3125vN89lFsZRmH2PoI8/z/vvvK9eC+wzlWqBQKBQKheKOIaX8Tb1d/j8kv9WLJ4I9WgHAiy++qCyw9xFKyCoUCoVCoWhTKCF7/6BcCxQKhUKhUCgUrRIlZBUKhUKhUCgUrRIlZBUKhUKhUCgUrRIlZBUKhUKhUNwVhBCzhRDf2SMWRAshPmvuuc31gz0wZwEJM56o8zowZ0Gz66j8be9tlJBVKBQKhUJxxxFCBAMPSil/LKUcD+TdzPnGMrQO+TlNV1NW1qx9jeVTvxzFvYWKWqBQKBQKheJu8ChgFUJ8B5wG/v12FvabfQkM9/UD4FBJMXtvZ2GKO4ayyCoUCoVCobgb+ANuUsofA1eAGY0lFEK8IIQ4JIQ4dPjwYdNqKoRACGEO/xufHV8xm9YBMNzXj/8+dYL/PnWCfcVFTtMa+S5evLjO5/rlKO4dlJBVKBQKhUJxN7gE7LZvfw94NJbQcYnaYcOGIaU09tdZgtb47PiKn/54g/x+1X+g07RGvosXL67zWS11e++iXAsUCoVCoVDcDRKB5+3bgwH5QzIzRGdjHCop5lf9B5rbt5qP4t5CCVmFQqFQKBR3HCllkhDiqhBiF1AKvAosbO75ixYtalY6106dqCkr4y+jos19s4Y90Ox6Nrccxd1BCVmFQqFQKBR3BSnlb+rtera55zZ3mH/EymU3UaNbL0dxd1A+sgqFQqFQKBSKVkmrFbJSSirSM26rL8udKEOhUCgUCoVCcWu0WiFbmZHJmT/8mcqMzJs672bEaWVGJsnv/YnS+IQm07c1wduc62mpa25rbadQKBQKheLO0WqFrGd4GBEv/xbP8LBmpTcEU0V6RrMFsGd4GGGznyFr9ecN0jsKsOYK3pbgdgs/KSWl8Qkkv/enRtvoRmlu9mHhVh5IFAqFQqFQKFqVkHUUSEIIvHqEN7okXX0q0jM4/da7IGWzBbAQgq7RYwid9TQeod2pSM9A07QGgrgpwdvSGMLPqMONxOLNWlcrMzLJWv05YbOfabSNbpTGmThtrB43+0CiUCgUCoVCYdCqhKwhRivSM276XAEIwU0L4CuZWWSt/pwLiXs584c/cz4hkTN/+DMCTAEmhMAnJvqOCDJD+Alo1JJZX5jeyOLpmMbI3ycmutE2ulEaZ+K0sXrc7P1QKBQKhUKhMBD3um/i8OHD5aFDhwCoSEsn+Z33iHztFbx69ripfAxRZwjPmz2vfVgoVzKzzPebzaelaep6DGuxISZvdN232jYtVV8ntAlV69h3FfcNqu8qWiutpu8KIUqASvTYs3cCnztY1t0o716lVEo58UaJWpWQvROCqy3QBtqpVVa6PkoM3JeovqtorbSqviuEOCSlHN7Wyrob5bV2WtWCCMYwtKJpVDspFAqFQqG4H2hVPrIKhUKhUCgUCoWBErIKhUKhUChaGx+30bLuRnmtGiVkFQqFQqFQtCqklHdM7N3Jsu5Gea0dJWQVCoVCoVAoFK0SJWQVCoVCoVC0CoQQE4UQZ4UQqUKIl29TGZlCiBNCiCQhxCH7vi5CiG+EEOfs751/QP7LhRDFQoiTDvsazV8I8Yr9es8KIR79YVfX9lBCVqFQKBQKxT2PEMIK/A8wCegHPCWE6HebipsgpRzsEAbrZeA7KWVv4Dv751vlU6B+fFSn+duv70mgv/2c/7W3g8KOErIKhUKhUChaAyOAVCllupTyGvB3YMYdKnsGsNK+vRKYeasZSSn3ABeamf8M4O9SymopZQaQit4OCjtKyCoUCoVCoWgNBAM5Dp9z7ftaGgl8LYQ4LIR4wb7PX0pZAGB/92vhMhvL/05dc6ulVS2IoFAoFAqF4r7F2epjt2N50mgpZb4Qwg/4Rghx5jaU0Vzu1DW3WpRFVqFQKBQKRWsgF+jm8DkEyG/pQqSU+fb3YmA9+lB+kRAiEMD+XtzCxTaW/x255taMErIKhUKhUChaAweB3kKIcCGEG/okqE0tWYAQwlMI4W1sA48AJ+3lzLEnmwNsbMlym8h/E/CkEMJdCBEO9AYOtHDZrRrlWqBQKBQKheKeR0pZK4T4FbADsALLpZSnWrgYf2C9EAJ0jfS5lHK7EOIg8E8hxAIgG/iXWy1ACPEFMB7wEULkAouAPzjLX0p5SgjxT+A0UAv8Xyml7VbLbosoIatQKBQKhaJVIKXcBmy7jfmnA1FO9p8HftxCZTzVyCGn+Usp3wHeaYmy2yLKtUChUCgUCoVC0SpRQlahUCgUCoWiHkIIm311r5NCiM1CiE43SD9YCDH5FsoJFEJsucU6LjUWhRBCVNxKHk7y3C6EcBriSwjxKyHEvJYop6VQQlahUCgUCoWiIVftq3sNQF/A4P/eIP1g4KaFLPAi8MktnIeU8jkp5elbOdcZQggPoIuUMq+RJMuB/9dS5bUESsgqFAqFQqFQNM1e7AsRCCFGCCEShRBH7e997VEU3gR+Zrfi/sweAWG5EOKgPW1jq5A9AWy3591fCHHAnsdxIURvIUSYEOKMEGKlfd9XQoj29vS7hBDDHTMTQvgIIfYKIaYIIXyFEGvtdTgohIi2p3nQXkaSvW7e9tPHA7vsaf4ghDhtL/MvAFLKK0CmEOKeWV1MTfZSKBQKhUKhaAQhhBV9ItYy+64zwDh7FIWHgHellE8IIRYCw6WUv7Kf9y7wvZRyvt0t4YAQ4lspZaVD3uHARSlltX3XL4D/kFKusYtjK3okhb7AAillghBiOfB/gL84qas/esiu16WU3wghPgf+KqWMF0J0R4/4EAn8Bj0CQoIQwguosmcxCdgghOgCPAZESCllPbeKQ8BY7pEwYK3OIiulJD3vElJKp5+be15TaTRNa1aeN5P3nab+tTR1Tber/jd7r4zj017a6GwlE4VCoVAo7iQeQogk4DzQBfjGvr8j8KUQ4iTwV6B/I+c/Arxsz2MX0A7oXi9NIFDi8Hkv8KoQ4vdAqJTyqn1/jpQywb79GRDjpDxX4Dvgd1JKo64PAf9tr8MmoIPd+poAfCCE+H9AJyllrT19NBAPXEYXt0uFEI8DVxzKKQaCGrnmO06rE7LpeZdYsnQfabllpOddIj3vEu9+eoCM/MuALobScstIyy2rI5gy8i/XSecMI038sXzeWbGfuKS8Zgk/x7wbK9/Yn5pzscGxpvJ2Jv4c9zlLn5Zbxp6juby9fB9rd6aa7++s2N/g+qWUxCXlmcc0TWPP0Vw0TWvyPjiWlZZbhqZppOZcZNfhHFJzLiKlJCP/Mu+s2M+eo7nm/WrqHhjtiJPQJwqFQqFQ3GGuSikHA6GAG9d9ZN8Cdtp9Z6ehC1RnCOAJu5/tYClldyllcv0yHM+XUn4OTLfv3yGE+JFxqN55zkRELXAYeNRhnwUY7VCHYClluZTyD8BzgAewTwgRIYTogS6Yr9mF7QhgLTATu+uDnXb2+t0TtDohCyAE5BZXsPiTveQUlfPKnAcID+oA6EJ34cd7eXPZvjriVtM0Zk2KJDTAq4HQNASZpmm8MucBYqKCmDOlH6u2JdfJwxCMhuAyhHRYoDevzh1BeFAH0nLLeP3DBBZ/sreOYNPrlchrHybWqVtjeRvH63+WUrLnaB6LP9lLet4lB7GYZwrl1/4Wz4frjjNxdBjb92YyckAgsYkZTBwdRlig7gZjCNbUnIss23SK2ZMjCQ/qQFxSHn/57DBffX+ugRXXmYB/c9l+3ly2jy+/S+GV/03g/c+PsHipfn3hQR2YM6UfyzefZvEniXx7IJvfPTvUFOD18wwP6sCrc0cAHLsd/UahUCgUiptFSnkJfYLTb4QQrugWWWMy1FyHpOWAt8PnHcC/CvvqCkKIIU6yTwHCjA92MZkupfxPdAvqIPuh7kKI0fbtp9Ctpg2qCswHIoQQL9v3fQ38yiH/wfb3nlLKE1LKP6K7CkSguxUYvrpeQEd73N5/Q5/IZtAHfbWze4JWJWQ1TSO3uILX540gxM8LTUpWbDmNEAJ7PwHA1cXCvKn9TQG750gur/0tgWWbTpBwvIA3l+3nreX764jFt5bv563lB8y8gn296ghkQzDGJeWZwhXg3U8PkFlQTligN3uO5nH4TBGVVbVMH9vTPFdKSW6xHhXDxSqYGt2D0AAvUnMusvuIbq00xKoh5oxzHT8b1tPlm0+i2YWgIRZXbDnFm8v2k5RSypVqGyAY2tePWZMi2HM0j0dHhbJjXxaZBeVIKVm7M5X31xwmKaUUISDY14uM/MsE+XjSvp0LG3an8dX353hnxX7S8y7Zrbx5day6YYHezJ/Wn3lT+7NxTzpV12zERAWyaMFIwoM6IIQgJiqIeVP7MaCnD1sSMth5JI/3Vh40HwIcrbRCCHoEd2Tz+zPuHR8NhUKhUNz3SCmPohtZngT+BLwnhEhA92E12An0MyZ7oVtuXYHjdjeEt5zkWwmkCSF62Xf9DDhpdwWIAFbZ9ycDc4QQx9HdHP7WSD1t9jpOEEL8H3QBPtw+Yes0ug8uwL/Zw4odQ7euxgITuW559Qa22MvbDfzaoZho4NsmG+wOIu4lv05nDB8+XB46dAiAPUdzeX/NYZ6dFMkTE3qZgqpHcEdTyGqaRvyxfIJ8PPnDqkPMnhzJxxtOcLnyGrMmRvL4hJ7EJeUjgLFDgrFYLGiaRlxSPsG+nvQI7kj8sXxWbj3Na/N0QZaRf5mwQG/ij+Wzalsyr84dQY/gjqYlN6+kEk2z8cEXSXi2c+HxCb34yY96Y7HozwnpeZd4Z8V+Jo4Kw7ezB59tP8PsyZF8uO44FVdrePGpoXTz925wLfVJyy3jzWX7mTslEovFQkxUIFmFFYQFepttERrgxfpdaQzu40uvbp3ZczSPD744wotPDqFbQAfzOlZuPc3E0WE8Pr4nWYUVaJrGW8sP8Mb8EeQWV/DR+uO4ulhZML0/IFi26SQWi2D+tP6MHRyMEMIUoa/MeYCcwsv877rjeLi7sHDBKEAX8Hkllea5owcGsmBaPzILyjl6tphNceksem4UFovFFL522oSPrGPfVdw3qL6raK20ib7bGhFCPAYMk1K+3sjxMGCL3ZXhdtXBHUiQUg6/QbohwItSylm3qy43S6uKWhATFUTRhSvEJmYA8MSEXqagAl0EZhaUs2pbMq/MeYBX544gLNCbIB9PcoouYxEWMvIv26240C2gA+FBHewCVReuxvlzpvQzRey7nx7g1bkjGDs4mBA/b9NaKoQgv7SSv35xhGce7YuXhwtWq4VhEf6miIXrVtNPt5xi0uhwfj9rGEIIXpgxgKWbTxHk057DZ4rYEpfOoudH0zOkkznkblyXIfKEAIvFwurYZISgjrDOyL9MVmEFO/ZnMywyACEEYwcHAZIgH09sNhtffpfC+l2pPDa+J0P6+GKxWOgR3JG03DKE0K+pm7837m4uzJvanxA/L95beZD50/qbFlbDMhw9KLCO9djD3YWp0T2QUvL2igPU1GpYLTBmUBB9u3fmwaEhWCwW8ksr+WzHWdq7Oz7IKu4VpJRUZmTiGR7W6ENVWyn/bl+rQqFQSCnXCyG63uU6VANNilg7PsAbt7k6N0WrssiC/sfz1ffnWLUtmbGDg3jswZ68veIgIJk/rT/Bvl6ALsjCgzqQWVBex/dz8pgw+nTvSGlZNU/8qBdZhRW8++kBZk+OZOxgfSELY4hfCGFaeGOigkxxaviyGsP98cfyiR4UaA7bG0Pkjn+MUkq+/C6Fz2LPMDk6jIOni0z3hCNnilkdm4ynhytv/2IMPUM6mZPahICFC0bRI7ijWZfoQbolNjTAi/hj+QT7eiGE4L2VB3l59nDySyuJiQoyRX5O0WU+3nASTdO4Um1DSmjnZsXVxcJbPx9Dj+COdUSzYxuAblHOLa4wxX5ucTkffH6EF58eyrghIYBuCV+7M5XtezPN65JScvRsCau3J9Pe3YV3fhlNz5BOdSzgRr1fmfOAec9EG1EUw4cPl7v++aUpkhoTTY3t1zSN8wmJdI0eU+fByPGc9mGhXMnMalKI2Ww28jdsJGjmDKxWq9N8HM+vSM8g+b0/ETb7GXxios3vQWN1qU/9PI1zu4wZzdXMLCTg1SPcaX2llJTGJ5C5ag2Rr/wOrx7hNyzHaIP2YaFUpGdQnZ9P15hop/WsX7eK9AzO/OHPRLz8W7Os+u3lrBxn7/Y820zfVRbZ+4420XcV9x+tykcWdIH6uN2aGJeUz9GzJaaf5vLNp3lr+X6OnCnijY8S2XM015yUFeTjyaQxoWxLzOTD9SdZs+MMCccLCA/qwCtzHjAFsCOGSF259TSZBeXmfscJWIY/rTG0bwiz+pPEAIb29cPTw5W9JwqZM6WfKXa378tk8phQfj5zQB3f2Dfmj2De1P7mBK2M/Mss23SKzIJyegR3JKuwgmWbTrF46T6klLw6dwRCCFZtSyazoNz0/f1o/QlqbRovzBzAi08N4dmJfXF3s2KxCDPf91YeNLehrhU4t7icZZtOMntypGnh/vVTQ4geFGhO1MosKGfHvixmT440z+/VrTNP/KgXsyZG0s79uvHfYrHw4NAQ0/I8a1IEUsobRpVobWjV1Zz5w5+pzMgEoDIjkzN/+DPlaemU7InjcmqaKZIc04HdLWP9BlI++A/OJyQ2yNs453xCIsnv/YnS+IRGI2xkLl9B9qo1nPvrf2Cz2ahIz0DTNCrSM0wh51i2Z3gYYbOfIWv15+b+8wmJpHzwH+St32Ce21h5pfEJnH73j2adzickkvLX/yRn7TpOvPYGJ5e8bZZdP4/KjEwyV63B/5EfU5mdQ7m9jZyVUxIXz6k336E0PoEzf/gzpfEJnHpjMSnv/zu569Y7Pa9+W3uGhxHx8m/xDA9r0F556zdQnpZO8Z64BuWcfutdSuMTSH7vT+St30Dye3+q04YKhUKhuDO0KtcCwxIqpSS/tJKpMeEMifDlj6sO88qcB1i4YCS5xRV8svEElVdrEAhenTvC9P+cNyWShOMFPDe9H0JYTKulEIJ3VuxnzpR+BPl48uay/SyY1h+JZPnm0yyY3r/OxC0pJS/PHm6K1DeX7cemaViEYMH0AQ0miRmuCT1DOvH2L8YA1y2fUkpmT45kxZbT7D1ZRPfAjqaINFwIuvl7m+kd7T3hQR1YMH0AK7acMq3AhqA1yn9j/kiOnCnisx1nsVpdeHBoCFJKhkcGmPUwxGRuUTkrt51m7tT+pnV6z9FcPlp/wpwQ5ug/nFlQzpvL9rNwwUh6BHfk1bkjkFLy3sqDpruDEIKhEX4MjfAzr8EgI/8yb684gJSwcMHIOvVuC2g1NfT53UumpbB9WCgRL/+Wq7m5pLz/7+DqSshPnyD48ccInfU07cNCTWGraRr5m7fi++jDaJqGpml1LIweod3xf/QhOo8epX8vlq/EPTAQi8XSwLpaEr+Xdt27cz4+Ac/wMAq3f4P/ow9RsCWWfq+/QsTLvzXraJzrExONR3Cwub/LmNGEFBaSu24D1aXnuXDwMP1e/X0Di2llRiZZqz8nYOLDpC/7FCklXaPH0Ae4WliEdrWKgB9NQEADS6iUEqSk+7NPkfHxUmwVlbh07EC/RW8ghKhjAT2fkEjmipVotTVUFRXT7ZknaRcUiMXFBdHeg8KtsXQZOhSvHuF1rLCe4WH0/f1vkJpGRVo6nj3C65RfGp/AhQOH8J8yEXdfP06/9S5oNgQCj+AgIl7+LVJqGJFvQmc9TfZnnxM2+xlTDCsUCoXiztFqhKwxdB2bmMFr80bWmclvhI4y/D2DfT3JK6lk7GDdHcDw/wzx9+bNF8bUcQmIiQoyfVhXbUvm2YkR1NTa+GjDcTQNrFZBiJ+3KQwM4Tp/mp5+9uR+vDFfH0rPK6lkdWyyaRm9HvYrgtAA3WrraOlMz7tkDqu/MX8kQAPB7CiKw4M6MH+abqFNz7tEeFAHxg0Jppu/t3lNji4BxrYmNSQQExUI6FZjwxpqPBgs33wakIwZFMTKracJ8fNGSsnHG04iBDw/YyB5JZWs2naa2ZMjzfoZwtpRSL8y5wHz2uOS8li68STPzRjYQMjqVueRpuWs3oSvVk9VYRElO3cCkPKn903R1j4slM5793MxcS+5a/6OxWqlcLseu7pdUBBn//gXQp99CltNDaXffk9J7A4sFgu+Y6/Hv76QuJfsNX+nnZ8f7YODAcmlpCQKd3xbd0heSqiupio7m65jowmcMR13X18yPlmGlFCVn4/P2BgqMzJJfu9PhM56Go/gYFOUVWZkcvaPf9HFrr8/WmUlRbHbCZgyifZhoXWuV+8TGt2eeRIArbaGjKXL8QgOxndsDLW1tVRfuIBnnz54hIXS9/e/AbMfCcrT0jm9+C0Cp01BCAvBTz9J+4AAkJLkP/yZgIkPU7j9G9NaHD5vDlXFxWSv+TsuXl70X/wGkYte52peHiDM+hlWWKP9hRCcfvs9hIDI1181hbFbQABpS1fgM2Y03n16k/3Z54TPn4NHkP7A62k/V0pJ+Py5ZK3+nIjf/4a+v/+tGpNVKBSKu0SrcS2IP5bPmu1nmDg6DMAUbmt3pvLpllPm0L8Qgl7drk8sAt3q+Mb8kQghzBn+RgSEuCQ9FFywrxcvzx6OANxcrcwc1xMXFwvP2wWYEaEgp6gckAT7ejFnSj9Wbj3F0ZQSegR3ZNyQ4DpWRcPiuHzzaRKOF9SJPWvETTVEn1FPQ8jVH+43hu9XbUsm/lg+S5buIz3vUh1/XEeXB2M7LimPJUv3syU+g8yCcqcLOUgpTfeMg6eLzIluoIcLmzmuFyF+XqyO1SfBhfh58+6nB8grqeSN+SMbCNS8kgpzYYnlm09Ta9NYseVUg9i5hrC3WCx13DHaCq4dO1C4JZbCb76l2zNPmRbXK5lZdBmpP/x0jh5D4IzppjiTmob/ow/RcdRIvHv2RNbU0CFqEF3G6OEDpZSmhbTPr/8fXcaMRiIJmDKJwh26yDOsqJqmUZWfj3B3p2tMNOVnU6jKzqF9cDAWV1cCp08h/ZPlXE5Nu24JXbrcHDY//da7SE0zrcVdoscQ8vRT+E18lNKEvaZ7gM1moyQunvK0dM688wcyPllOxtLl+I6NQVitpsirys7hQkIiaf/+n+Rv2AhAsn2oXkpJdX4+topycteuQ6upwcPfj+w1XwDg/+hD5G/eRvdnn6JdUCB9f/8bfMbGEPTYTLo/8yQRC18zhWbGJ8tJ/2Spma+j+4CUEqlpdJ8zi9A5s2gfFkppfAIpH/wHZUePIqurKNoWS/pHSwl49CG6Ro9BWCx42NNpmmZarCNe/q1Z5pk//kW5FigUCsVdoNVYZKMHBVJ0IYLBvX1499MDzJnSDykla7af4elH+zpYCOtOonG0UBqW1NWxZ5g1MQJvTzeCfb3qWFlXbz/DgukDCPLxZNveLLr5e5uTpt5cto9am+T5GfpqdEE+nkwcHcaa7Wfw79LeHI43yg0L9K5jaTWsnIargSFA31y2v86kLiO9MVRvpA8L9Gb25EgCu7bHmeGyfgxaw63CIiB6UBCapvHH1YfNso30mqaxfPMp3pg/os75Ukomjwljc3w6Q/r61jk2e3IkyzefYuGCkXXaPD3vEss2nWL+tH7ERAUR7OtVZ/ED4x45ulwY12X4ArcVrB4eIAQl27/mQlwCQoBHcDBn//gX+v7+JbrPfoaiHd9QlZ1D12jd5aQqP5/sNX+n+vx5Lh87DkJQkZnJ1axsvHqE17Eu+sREUxIXT/onyxBWF3osmEvX6DH6sPuqNYTNfobM1Z/jEzOaCwcOETb7WdPSGvn6q1zJzaW2okK35G7bQdjcWVhcXAidOxuP4CCEgOqCArI++wKPYL1vF2yNhepqpIuVqrw8MlasouuYkRTFfk2fX/8/Il97hcrcPDKXLefi/gOEz5+Lp9063D4slPAF86kqLqJoxzd0HjzYFPAewcF0jYmme3Exees2Yrt6FWGxEPHyb0FKCrduR9jdd87+UbduCyG4mpVNwfZvQAi8e/bAHnUcamrIXLESj2A9VJzj5K7kd/4ANhtYrbTv1g2P4CBcvb1x9/PH4uJKx+ghXDp6jIKtsbTz9ydr9ef4P/oQ2Z99QffiYkIefwwhBF49wtE0jau5ufT53UvKtUChUCjuBoa4uFdfAwYNlpqmybTcMjn/rR1y1+Ecuetwtpz/1g6581CW/Mc3Z2RK1nm54O2vZVpumZRSmunPZV+QsxbFyl2Hs2VK1nn5zMJt8mxmqdx9JEfW1tbKtNwyqWmaTM25KOcs2S7PZV8w9xn7U3Mump93Hc6Rc5Zsl7sO58jZi7eb5+w+kiNtNptMyy2TC97+Wu4+kiMXvP21TM25aOZnYLPZ6pRvs9kalON4juNnI38jvXGOI47pjWv4xzdn5PSXNsh/fnPW6TmpORfl7MWxcuehbPN4Wm6ZnLNku3z6jW3ymYXbZGrOxTpl6G0QW2e/kdecJdvr5ONY9/r3yNmxu93nWuo1bNgwWbR7j8z8x5dy36y58sC852R5aposT0s374+xXZ6WLg8+/0t5OTVVFu+Jk2Up52Tivzwl46c/LlM/+qROf3A858C85+S+WXNl0e49dfIp3hMnbTabLN4TJw8+/wtZvCeuwX03jl86lyoPzHtOXk5NbVA3m81WZ1/2l1/J+Jk/kdlffiUvp6bK/bPmyf1zF8jsr9ZKm81m1vFyaposT02rU6ZRt8bawDj30rlUWbx7j9P8HOtjHMv+aq2Mf+xfzGss3r1HHpj7nCzevUeWp6bpZaal18nrcmqqvGyvn1EH43r2zZor982aa9ahPC1d1tbWyuyv1sqDz//CzEtKKYv3xJllt7W+q7jvaLH+g75Slaz3KmvJMtRLvYzXPR9+yze4j9y3/wAAOUX6rP3pY3vg29mDT7cmo2nSbkFtT37pFcYODiKzoJx3Pz3ArEmRfLzhOJomGTc4mD1JeTz2YC927M/itXkj60y4cgy5ZeyLS8ozJzbVWQChuIIgX0/TJ9fxnIz8y4QGeJFwvMBclMGwgALmIgKzJ0eycutp5kzpZ1py9TBXuvuAsRiDoysAXPdFdbRoOg7tG/kbIbDeWbGfZyf25cDpIs5mXeT1+aMaXHdogBfrdqWxcXcqNk3y1s+vhwAzyjbKBdhzNI9lm06yYHp/xg0JaRAyyvA9Nu6DYXWtH8bMwEn7twmXQyOEkZS6O4AAcyi6PlLWDQslpaQ8NY1Lx44R9NjMBmGzzHPSM+qEs3KWz43ipDYnjYFjGC4hRIPym+JmyrkZ6ocGcywHaHaZZntKCXaL643CpDkJS9am+q7ivqLF+q49gH8GcBR9FSyAa1LKdS1VhkJhcM8L2YFRQ+SGrTt5Z8V+RvYP5PtDWVyp1pgyJoyIsM5ICZ9uTWZKdBif7zjLi08PZezgYFNw2jSNv607TtU1DTcXgZurlcfH9+Kx8T1JPFHYID6sESoL4L2VB5k1KYIQP29TsO46nM37nx/l2Uf7MLxfYJ1YtWAXo0XlLLMPu9dftcoQbY4rhb0y5wHySipYuvEENg2en9GfED9v8koqWL75FLU2fVKVRcC0sT3NhSDqi2/H/MODOqBpGks3nuS7g9lcvaZPOvuXH/cx65lTdJnlm08zb2okSzedJnpgANv3Z/PiU0MZP6ybmZcR9cFwI9BdLDSWOCzeYJRpCOxX5jxg1gf0iXArt55i7tT+psg16u7Y7vZ2VmJA0VpRfVfRWrkdQvZr4Bn77hop5aVGT1IobpF73kfW3dVKj+COTBwdpi8mMCYUEMTuzST+eD7PzxiIEDCkry8BXT3NkFr5pZX89e9HeerhPgghcHcVuLroVq2tiZkgBGu2nwH0FcOMZW3fWn4AIfSwVY4+qoblVCAQAjbsSSd2Xzbzp/U3V9cCzFBcUNeKCQ0tj2MHBxPs62UuNjA1ugeb4tMBwVvL99v9cQcQ4qfHuD16toTPYpMB+MmPejeYZOWYP8C6XWlsTcyknZsVLw8Xhvb1M/1931q+n5paDSGg+MIVLldeo3MHN9q7uyA1jbTcMkAX889OjMCmaUgpzYlzcD10l6Plur5v76OjQlm/KxWLRTBjXE9WbdPrX39FMmd+wgqFQqFo1TwClNi3dwPj715VFG2Ve17Igj67fnBvH7763sUeB3YAEWGdTUtpiJ8+oSjIx9OcCW8spVp0oZKqazaefbQvfl3ag4RgPy8Q4Nd5CDFRQcQl5fHB50f4tyeH2FcH8yQs0JuE4wVEDwo0Q3MF+3oR6NOeyWPCmDA0GBcXF3OCUligPils4YKRdVwBpLw+AS0j/7IZr9ZwJ8gr0UWsEcN2295Mgn09mRrdgy0J6XTz96ZnSCdAn8x1/vJVNselM7Svn7nfELCOojuwa3vW7TzHmIEBzBzXg6ILVWZaI+yVpmnkl17BZqtFoC9U4OJi4ZNNp7BYBIufG2VOBnOxWsxrMKzTUso6bgaGQDcE7uzJkXy84ST6SK1gSB/9YSN6UCAhft5mGDF9UtwI8koqCQ3wYtpLGwdvfn9G0u3vWQqFQqG4jewHXrdvX7ybFVG0Xe758FvVNTbe/fQABeev0r6dC9NierBs8ykzFirAkbPFLP5kL69/mMAbHyWSlltGZkE5IX7efL0/h1mTIhnS14+lm06xbPMpks6V8oeVhwjx8yazoJwgH0+8Pd2wCMHq2GQsFgsJxwv44PMjJBwvYOzgYNPKuPDjfWxLzKToYhU9QzqRVVhhrqRl1KlXt85OQ0o5xqs1QmSt2pZsCtueIZ14Y/5I8kuvsH1fJvOn6dERDGGcVVjBvpOFaPXcQYzhfMDMPymllIqrtSQcL+RY6nk+2nCc1z5MtMfU1cVmwfkrrNp2GqvFSgcvN4ZG+LPk+dH8fOZAXKwWM13PkE4sXDAKIUSd1bcy8i+zYsspuwX6uouAId5D/LxxdbHwi8cG2i3n+qpjWYUV9AjuaPrQZhaUm4s/JBwvAFh7WzuVQqFoEq262vzdMXy866/oZux39tnxnPK0dCrS0hs84FekpVNu318/L2fUz9/It7GV5jRNoyQuntraWkri4rHZbFxOTSXnq7XU1NRQEhePZh9pql/v+tfQ1L7G2sgoX7OP0DVWjmM6Y7v+CnzOynZ2rH5+TV3DHXIrLJVSfmt/Hb4TBSruP+55i6y7q9WcLNTN3xubzcb63aks3XgS0IfFP9t+hsljwok7pseENRYmeGXOA7w8ezh5JZWA7mM6oIcPsYkZzJ2qi0TDn/PNF8boZQR0IDyog2lpNVwVegR3JC23jHbuLjwxoTcxUUEAdUJHOfp6OsaINYSdEKLOeUKIBnFnATNea7Cvl7lgAug/hK/P0xdbMCaChQd1MIfzjTq/MucB+7ZkY1w6fp09qLVJqqpt5BZXmBNiDBEdExVkXrdRzryp/eosvOC4alhdS6q+mtrq2GSk1Phk4ymWPD+KXt06ExbozZTocIL9vPjjan31Ncfrdax3Wm4Zj47szpiBAQBP3JbOpFAomsXVwiJK4xPwiYnWQ5a9/R5h82aT/dkX9PndS1QXFOAeGMjZP/6FsNnP4BMTbYaG6/O7lyhLSqJgSyzh8+eQuWIVQkDfV1+mOj8ft8BAqgsKyFj+KbLWRvjz8xFCkLlqDeFznsUnJhrQV6XTJ7vr4dPOJySS/ulqAic9gpuPL5lLlyNcrARNm0JB7NeEz3mWrtFjuJKZZaZP+et/EnDmDIWxX9OtqIj8r9Zju3qVyswszscnEnDmDD7jx3P23T8S+forCCFIfu9PhM1+hnZBQZz5w58JePQhcjdtJXjaZNx8/cj6dBWhc2eRtexTIha+htVqRdM0kt9+j6CpkyjY/g2hs56h/OwZirZuN0O2Ge0Y+forAOZ2VX4+KX/9T3pLSXVJiRnmzXEFPiNdxvKVhM2bTdanq8370ff3v6EqP5/MVWuIfOV3XM3LI+WD/6B7cTGdBg/m7B//QvdnnyJzxao61xg662naBwc3OgG1hQgSQjzp8HmtlLLmdhWmuD+554Us6L6YmqaRU6QPn7u6WIgeFMwy+xD4MxMjGNLHh77dO4EQxEQFmqtdxSXl8f6aw0yJDmdKdDif7zjL5OhwU6AaQsqwqF5fClYwbkhInXqEB3Vg3tR+BPled2EwFikI8dNF5JvL9gN6JIVgX6+6/rVC1ElvxHI13AIM0Vo/FqyUkreW70dKWPSc7kNqRCcwRC5cX0Th1bkjsFqt/OTHfRgWGYDNZsPN1cpPJvQmxM/LPM8ox/G60/MumcvGCiH4dMspJo0OZ3AfHzNKg+EiMXtyP0L8vBg7OIhu/t5kF1yi/Mo1cosr6NWtMwnHC1iz/Qx+nYfWKcsQ/IZATs+7xJJl+ymvrMG/qyfKrUChuLu4delC+sfLcPX3p/z4caTUzCV6r+bmkvLv/0Wff/tXMw5wu6AgBOiiKi+PnDV/1+MoAxGvvYxFCF1g/fU/sXp4YG3nTtDUyeRt3ELGR0sRbq50HTOK9GWf0i5If9g/vfgtAISLiy6IV62hY2Rfcj77Amv79kgkPqOjKdz+NYGTHiFz1RqqiorI27zNjKncB+g8ehQdIiJwDwwkf9NWvLp1I+xX/weXDt4UbtuOS8eOaLU1VGbnIITA/5Efk7lqDX1/9xJdHhhG7oZNaNXXyPnsC3BxAVcXKs6mUFtezuVjxyj6+ju6P/MksuYaeZu30mngAFI//BiuXMFrxHBy/7kW74EDcbFaEeL6jCohAClpFxRI73/7VzyCg8j+7HNCnv4Zbj6+dH/2KbI+XYWwxyrO+HgZGlBxNgUpNdoFBRI662mQksxVawiY+DDtw0LxCO1OwJkz5G/bDlLS53cvIaWGdq0aqWl49epJ6KynyfhEfxDo98ZrDZaabkGGAF84fO4MlN2uwhT3J61CyEop+er7c6yOPYOXh5XBffyIP5bH/Gn9sVgsBPt68vaKA9TaNKwWC90DOpjCLCYqiOTMC2yNz2DS6O6MHhjA/pMFPDwilB7BHeuIwvqhrBzLd1zK1abp5Rj+sLMmRZpL0M6bEknRxSss3XiShQtGmkP9jsK1vhX23U8P8PLs4XWW2jUwLKH1l7B1nFRlLNSw5PlRDazAhiXZahH4d/WkR3BHU/w6WxK2/rKxE0eH8dmOM6zbZcXN1YVFz40yXSSWbz5VR1xrmkYHTzdzcprhpxzs61mnrPqhw8KDOrD4uVHkFlcQ5OPJtJc2is3vz7i3w2koFG0YIaC2vJyCjZu4kLCXkGeeREq4mpdLx5Ej6Dp6FFY/X2qLS3ShpGmcfvMdIhe9TqfRo+i87wAu3l6kf7qaoMmP0nnIYDqPGU1IQSHVF8vwHT+OmuJiwhfMJWP5SjxDQymJT0TW2shbt4GA6VPBaqHLqFG4du6Eq78/fg//mIJNm3Wh5+tH5kcfU5KQiG9MNJ79++OVnknupi1w7RoZyz8FoL19QQwAz/AwukaPonjbDgo3bca7b19Kd8Xh5uuHraaGtP/6H32hDHc3uv3LT6jKz6dwayzC3Q3fCRMo2bEDbDYsrq5c3HeAkGeexKWrD34P/wi3wACwWOjQvx/n4xLw6NWTq6lp1JReQKuqovi77wl4+CH8J0/ErVsIhRs24/voo1Tm5JC18jPC5s1GapJuzzxNdXERqf/+n/T+t38ldO4ckJKq4iJslZV49ulD4dZYuo6NpramlnP//TdCn19Ax2FDyF23EdeuXQFB8a44OkYNIHv153STIKWGraKSou++15W0BE1A5379cO8WQnlqGsdf+t3Pojeu/UdL9B8pZSZtJIKH4t6nVQjZjPzLbE3IxLOdC4N7+xB/rIB2broP5+rYZF6ePZx5U/sT5NPeDHdlYLFYeH7GAAC2xGcAMGtSRJ1hdCklr8x5oM4+x+gCjiGlDPFqWBYXfbIPqwWKL15hc1w6Nk1D0yQWi6gTmUBKic1mI/5YAcG+nmY5mqYxa1IkQB3Ba2DUxTFeLVyPiCClZP60AazYcsp0X6gvysODOjA1pgertp2mm79uOV6ydB8Lpg9g3JBgp/kakQhenj0cqUkQkqF9/RtEXADquCC8MHOg6fZguE8YVmnj2uq7YxjXl19aaSzLGwUktVD3USgUN4lwdcV/8qOUJuzD2q4dbj4+nH59EbarV+kweBCXk45zPiERpCT46Z9hERZqL1/m0tEkzh8+zMWERAC6xIwhZ/Xn5P5zLQGPzaDgy7Vgs1GZmsqVc6n4TnwEj9BuXEo6RsdRI7mam8f5+ASEZ3u6jhlF0dbtAOR9uRYsFqiuxiIsCCTa1So6RkVRtDWWoh3fQG0t7fv350pyMp3HxpD20VJA0mHQQMoS9xH0VB5S6r91185fIH/dRvvvuAY1tbqIBai+Ru76jfT8+XN0HjOai4l76dAvAq+I3pQdOIxHWDfcfX25dPgouZ/pxkafklKkzcal4yfB1ZWr2dkAePfpSXV6OlIKTry2EKqquJB0jMoTp/R2dndHCkHa//wNXFx1ty9bLT6P/JirRcXkbdiIrK0FKcFqpTIlhXbdu3M+LoGqomJkVRWZ//O/oOnP/Wn/+xEWIdCqqrh46Ci4upK7bgNIDVysFMfuoPib77C0c6fT4CjOxydQkZZGdVkZwGdAiwhZheJOcs9P9gJdKM2f1p9fPD6I05lleLi74O7mQoifF6/OHWEKWqvVSs+QTg2sjIaYnT0pgo5ebmYYKrg+HG+IQGOf46Qmw/ppWHAdF0JwsQqiBwUTm5jBtJgePD99AO5uLrwwc1Adt4E3l+3ny+9S+Muawyz8ONGc7PXW8gOmCHW01BrUr0t9dFEZxPxp/U3f3vo+uxn5l9m+N5OJo0LNCQCalKzYcsppvsYys7MnR2KxWNgUn8HnX5+j4PwV8ziYMV9Jz7vE4k/2sm5nKiu3nibheAHvrNjPWvvnSWPCWb75NG8t309G/mXTvSKzoNy8PiOm7pwp/QCO3XJnUSgUP5iqgkLOxyUSOGUiNgF5azdgu3qV9r16cflcqi4q7T+zef/4ityNm+2iaT0V6ZkAuPfsifeQwWC1IKurKfjnl6ZYvHIuFSz68s0Vx/X5DpeOHOFabi4A1WWXKfr2e30o38UKNTW6mHNzI3/TZqpLSkAIXDt2AiHo8qPxCFdXriQng6Zx/pvv0GquIa/VUJa4D4D8f3xJSex2cHGhZHcc8upVpKZRfuYs1NbiYndpAOgUNYiMT5ZRduQIlvbt8ewWTM3581zcu5f8L/5Jxv9+xAW7WAco/eY7NAmdowYhXF3hWg1dosfQISISS/v2nN+zG65dA6DyVDLGGuPSZqND1CBk9TU8goPxnzoJ7cpVSr/5ntw1XyCrqqH6GlyrAfuksarsbDoMHsTVomI9H+t1e5TnoEH65DKLRU/v4gK1tchaG1is+j2rrUW7WkW7bt2wdu5MdUEhbh07AVxouR6kUNw5WoVFNrOg3Jy85WgRdQwD5UwEOmKxWEyfUcd09Yf6ne2r70PqaPFcMH0Aq7YlM2lMODv2ZdnrOKrO4gCzJkXqCxpYBBYBjz3Yy8x74YLrMVmdOdw7q5+z9nH003XcNizJhivAloRMFi4YyZLnR5v5O0MITAvqkudHkVdSSUxUUB23ACP/WZMi0aRka6IeacGY0OY4mWxoX7865dX3Aw4L9CbET/drHjckRLkVKBR3EfeuXUFAO39/uHaN6pwcAK6kpurCUtMQbm7Ia9fAZsNvXAwlu/agXbnC5cNHAKhOSyP7o6Vg0wWY54D+VB4/icWjHWAfDauqxnfio3SI6MOlMymUbt8BQPmRI7p4dXOj07BhlO3di9+Pf0RpXDyyphaXrj5Y27XDq29vyhIS8PDx4UJtLZ1Gj9SFq9QniVlcXXALDeXquXN4DxzI1bR0sFjoGhNN0bZYLEJg2HO8wkK5fKkMbBqe4eFcSjqGrKom+JknEQjcff1ACPwmTsS1c0fyvvg7SN2HV9bW4hUSwvnERLo//RQSScGmLVw+fRq/CQ9SvGuP7q5lF5YmtbW6WHVx4UpKCq7tPXQr7bVrWD088B4ymLLEvXXPc3WhMi2dToMG6WK6pgb3bt2ozslBVFebglm4utJl2FDOJyTq90pKfe6c3vjkf3Hd+HqtqAjg/ZbuRwrFneCeX9lr+PDh8uDBg05Xsbob1Hc7cFypy3G1Kse0xjFj6Vpny7S2VJ2ARrfrW1Kbe403Kiss0Nu07Do+XPyAe9YmfKvU6kj3JW2i7w4dOFB+9MAoIl57mYrsHDL+50Ms7m5Imw1htQKCsOcXUF1cQuGWLUQufJ2reflkfrzUFIrnExLoPm8OFw8e4WJiIi7e3gTNmErHwVGA4GpuHlnLPyVy0WsIYeH0W+8gr9XQZWwMF/cfwLtfJJePn9Cfqm02Ipcs5FJSEtlr/k7ApEcpjN1B92eepHDbdrrPmU3WshX0feNVLiUdo2DzFgKnTaUodju9X/4d53fvpvvcOVRn5yCB9mGh5K/fQOG27XSbPYvMDz/G4uFB2LzZCCDrs8/xf/gh8jdvJfy5efboAC9RlV9A1+gxAJTGJ6BpGu2CgijdtZuyQ4fxf/Rhgh+byZWMTJLfeY+AyRMp+vpbuj/zNABugQFcTjpOwZYt+E6exLWcXCrOnSPk6acoO3iI83v30u2pJ2nn54dHcBCalCQvfovQ5+YDkpqS87j5+ZC1fCXC7kN8fk8cwtWVDgP6ETBtKmffeY+u0dF49e1D7udf4P/IQ7j6+JK1bAVS0+g4OIoLCYlY3N0QLi4ETp9O0dZt1Fy6NCR649qku9PjFIpbp1UIWSUG7jvahBhQffe+pM303V3//BLP8DDgeigsKfULFELgaZ/pXpmRaaarTM9Aok+sMsJgSSkpjU/AIygIr5496jzoO55bkZ6BANrbz20fFkplRiZGCC6vHuFIKTmfkEjn0aO4uHcfXcaM5mpWNu3DQs3yjDo57nP2MG2Ub5QjoM41GeffKJ/612I8yDdWh/rXbWwb19Y1ekydZdMd8zX3ObZzRiYSzMgDzvJ2bF+PsFDOJyTqkSaEMO/VsV//xhK9ce29LQgUCicoIau4F2kzYkD13fsO1XcVrZU20XcV9x+tYrKXQqFQKBQKBcDEiRMluqlevdr2q1koIatQKBQKhaLVUFpaereroLiHUEJWoVAoFApFm2bW4u1Me2kj017ayKzF252mWbx4sdPtW6Ul8lDcGCVkFQqFQqFQtBhCiJFCiEQhRJwQ4q/2fW5CiDVCiEeEEPFCiL1CiHfsx8YLIbKEELvsr+ktXaey8mqn244sWbLE6fat0hJ5KG5Mq4gjq1AoFAqFotWQBfxISlllF68Dga5AIrBTSvk1gBBipxDC137Oainl6y1ZCSOChCP7172JT/coPvggjW+//ZZt27Y5TadoPSiLrEKhUCgUihZDSlkopayyf6wFbMAjwDdSyhoAIYQVKAScL1tZDyHEC0KIQ0KIQyUlJc2ui7Fq55YPZgLg0z2K5D0reOmll4iNjTXDmjm+19++GReBxYsX/+A8FDeHErIKhUKhUChaHCHEIMBHSnka6COlTLHvfwE4C5yXUhrj/LMcXAtG1M9LSvmxlHK4lHK4r69v/cONIqVESsnUFzc0OPb++++blljH9/rbNytkf2geiptDCVmFQqFQKBQtihCiC/DfwAL79nnjmJTyY6AvECKEGGLfvVpKOd7+OnC76lWafYzIcfN4//33+fbbb29XMYo7iPKRVSgUCoVC0WIIIVyAz4DfSikLhRA/Bb6zH3OXUlZLKW1CiErgKtDxdtTD0e+1k7c7ZeXVjHx8IZ283XnxxYm8+OKLddItWrTITO+4fau0RB6KG6NW9lLci7SJFWZU370vUX1X0Vppsb4rhHgK+E/glH1XNfC0lPK8EOIXwJPohrSdUso3hBDjgZVAhj39Minl6sbyV/3zvqFZfVJZZBUKhUKhULQYUsovgC+Mz0KIn0opz9uPfQh8WC/9LiD0TtZR0XZQPrIKhUKhUChuG1LKf97tOijaLkrIKhQKhUKhUChaJUrIKhS3ieoaW4Mg25qmsedoLpqmOT1HSklqzkV2H2k6TXreJTRNIz3vklmGkbfNZjOPp+WWkZZbVqcexvmO+xqrl5SStNwyUnMuNsinOeU5K8vZNTpek3HMZrPdsC2aU3/HtqrfZs7a1rgGx7pomub0Whq7RoVCcW/RnPBXixcvNtPV377XaQ11vF2oyV6Ke5E2MWGma1AfuW7L94wdHERGvh7zO7e4nA8+P8Izj/bFv6sXMVGBZBVWEBboTWZBOVJK3vgogfIrtcya2Jef/LgPmQXlhAd1MFefiUvKY+XW08yeHMnyzad5fd4D5JdWUnShkjXbz/LspEi2783kkZHdWbcrFQH88okoxg4ONst499MDzJnSj7GDgxFCsOdoLh98foRfPzWEbv4dCAv0JiP/MjlF5Xy0/jhSgpurlUXPjUJKSU7hZfafLiTheCGzJkXw9f5sZk+O5JMNx6m6pvHuL8fQu3sX0vMu8c6K/cyZ0o8xAwNYvzudqF5dWfjxPq5U1/KbZ4YxbkgIabllLFm6j2kx4azfnUr5lVqmRIex52gu5VdqmT0pgp/8uI8ZZNwQw0kppTw2vgfrd6ezelsyz06KYFiEPz2COyKEID3vEu9+eoBnHu3Dh+tP8tiDPfjmQA6vzRtJeFAHU4AKIQgL9GbdrjQ27k5FAtPH9mDdrjSuVNUye3IkQ/v68d7Kg7w6dwQ9gjsipSQj/zJSSt5ZsZ9JY8JZtS3Zsvn9Gff2j2ozUL+79yUt/rsrhBgJ/BV9QYRDUspfCyHcgBXok7sWAlbgeynla/ZJXw/daIWvW+mf9VfvOjBnATVlZbh26sSIlcvMNID5m+C4fa9rpdZQx1tATfZSKO4mUko+XJdE4fkKNu5JQ0r4+cyBPPVIH778LoWqGsnpjFAOJRczZ0o/Vm1L5pU5DzA9Jpw1X5/jq53n8O3swdJNp1ny/Ch6hnQyReycKf0I7Noem6Zx5Ewxa3acxdPDyphBgQzq2RmpaazdmcqVahse7i4s33waIQSrtiXz+1nDGNE/gE+3nCLEz5vwoA4EdvVg4uhQAru2591PDzBrUgQfbziBzSbRNBsIC/Om9kPTNF79WyJV12yAPqTj26kdr8x5gLBAb/adKCDuWD5Hz5ZgtVoJC/RmzpR+rNx6mr0n8ok/VkBMVCDublaemNCb6EGBpOZc5HByEVXXali/O5WxUUF8fziXvScKeOzBXnz53Vm+/P4cUb19cHFxITyoAxn5l3njo71UVtVSeukK8ccKeHRUN776LoW1O8/xzi+i6RnSCSklr8x5gMPJhVypquWf36bw04f6YLPV8s9vz7JhdxoWi8DVxcqk0aF8tv0sMYMCOZ5WyvpdqdTWakQPDGD73kyG9vXjlTkPIKVE0zTikvJZtukkCxeMZNKYcNZsPwPwU+Afd7HbKRT3EreyVO1txRB8NWVlAIxctZz3o/rfiaIVtwnlWqBQ3CY0Kam+ZmP9rjSMEe/lW05zqaKGqhr9yTn+WD6zJkWgaRrPTuxLeFAHrFYrADYbFF+4QsXVGnKLK0wRO2tSBFKT5BZXYBEgLODt6cqDQ0KIP1bA6x/tY/3uVDQpiR7oz5vPj2D+tP5EDwrk1bkjyC+9wraEDEYOCKS7vydffXeO1z9MZFtCJgXnr/Lq3BEE+3oBIARMGNaNq9U2SsquklNUbopYABer4OMNJzlyppj0vEucyrjAlOgwhkT48u6nB8gsKGfs4GBmTYrgyNkSLAKOnilm7pRIhvT1Jf5YPos+2ctnO85SU6NxtbqWnYdzEAJGDwjksfE9mTCsO1erbazbmcrby/ex50gu2QWXeH5GP6aMCaNv946UX7mGRQiuXtO4UmXj6NkS0vMu8d7KgwghGBLhh7urlVoNNuxO542P9vHZ9rNICS/MGMhrcx/g/KUrABw+U8SMcT15cEgw12olR84WMaKfPzabjZyicpYs3ceeo7l8vOE41TW15BZX8Pj4nrz49FAANalFobDTkkvV3soStc6WizXeYzatM9O99NJLvPTSS45lNdi+F5eaVcvh6iiLrEJxG4kM70Ja7mVemNEfi8VCcdlVtu/NJCYqkCPJRcwY2wMQ/PXvR/Fs54JA0LWTOwN7dOJEehm+nT146emhBPl48odVh5g9OZKiC1dYHXuGdm4WhkX4sTkugxdmDiTQpz3fHcrBahE8OCSErYlZJJwoQlgsnM26SDd/b3oEdyQ0wIszWeEcOFVIZ293VseewWqBiaO6EdjVw/QzfX7GQFZsOUWXju1ws8KX355l/NBgAKwWsFgE//JQLzbuzmD19mRKy0Kpqq6hd0hH8osreXn2cMKDOgBQfOEqV6pqcbEKKqttlFys4pONJ7Fp8IuZAziTfYFtidn2VtOXdNyamElEWGeE/XH7QHIRDz3QjY83nuByZQ0e7lbcXASXK33xbGclMrwL8ccLGNTLh01xafh29uCVOQ/Q3d+T9bvSefvnIzmRdoGo3j7kFpfz4fqTPD+9HwhBXkkFsXtzAP0BZFNcOgum9WP30XyG9PVla2ImOw/nYrFArU2i2TQ0TSIQrNhymm7+3oT4ed/JrqVQtBocl6oVQtRfqvZ3wHYpZbWjgKyPfTWwj0F3LWhOuY5+roYl1nhPmPFEU2W1CtcCZ9d3P6KErEJxm2jv7kJ67iWuVNkovVTNloQMam02onr7cuxcCcIi2LY3i9fnjeDXTw6h+EIl/7M2iavVGi7GWImEcUNC0DSN2ZMjCejiwd/WHsfVCgJBwvFCPNytBPl4kl96BVcXC1LCjx7oRmdvd774OoX4YwVMGt2dsEBv/Qf8eAEHThUye3IkUkpcLVCjwTcHcog7VoDVakEA08f2ZN7UfqzYchopLFTVaOxOKsDVCjU2XcwO6/v/s/fe8VFdZ8L/99wZ9d41I6GK6CDRQRLNJcZUg5NNcwHckveX3XfjZHdjx7GxndibzdrZ3Te7G/eC7TQb04srTaIXIUAg1FCvqPeZe35/3JlBEhLFRqL4fD+f+XDvuac8596D5pnnPud5IpkyysLRMzWs351Pe6ed//noOF02yePfT0EIQWl1M+t35WHSwKzBXdNjmZAUzF8/1+ns1tFMJu6YGsuuo+XMTrHy2cESuuyScfGBnC46z5bMcwyP8ievrIkdh0v4/749kar6NjbvKSTW4s/urApmpVhJm2DlTHEje46V0tmt8+bGk6x+ZCZrd+SzZutpUsdHcCy3lpQRYWiaifZOO4fO1JB5vIJ//G4KaRMiOXKmmrmTosg4XklUmC/33pbEtr1F3D9/NOMTg/jgk1yO5tZS19SJm1lj5rhIggO8sNvt/ObtQwDJwLHrteYUihuNHqlq/66/VLVCiDeAj3qkqh1yXnrpJYBeVlnFzYNSZBWKQaKt00bKiDCy8moJD/Zi1eKxvPLxcfZkVeDprvGd25KYODIcIQTR4b68tv6EywVhTEIQx/PqqW003soVVTTz9qaTjIoNprXDhqe7xr23JSIlbNxTyNEzNWzff45lc5LYnFmIQNDQ0o3d8QN997EK5s9MAODdLTk8sGA0SHhz4ynumD6MrXtLsOkwZ2IU8yZHs35XIWu25vCzH05mxcIxvPJxNvMmRWLSzJTWNJGd34CmCTRNIzE6kMToQCaODKO0uoXKumbe336W00XneX3DSUyaRnJSOLuzyjFpgszsSkICvOmy6cxKtpKebKGoohl3NxNj4kNBwJbMYnJLGjlR2EDahEj8fdzJK2ti8uhIZk00rMJIybpdBaRNiOTMuXre2HiKzRlFpE2IJDu/jpWLxiClJGVEKB9+YebomVrau+x8dqCYUXFBeLprnMirJS3ZCsDe7Eo8PcxkZlcBkHW2jm37ilyb4v72uaHEpidbWD5vOAjBe1tzkBI0oXEJY5JC8Y3kRklVCxfSxTqtlm6BgXQ3NLD/gVVMc6SqbWpquqh+3+MblZtBxsFCKbIKxSAhhOBEwXnumTOctzbl8NTKqTy2bDw5hXXsOFrGul0FRIT48O6WHObPiMNsEiy9I4kNuwuZNymaU4X12KUdu90I43XXjFg+2H6GtPGRZOXVsmlPEYtnJWC362zKKOThpeNIm2AhIsSbsppWNmcUMmF4ML6ebkwbF4Gu6yREBfDkimnous7q1/chpWR0XAhfHirFZpfsPFpGkL8nGcfLWZAWR3qyhbVf5tPWaaO1XScj23j9b9Lg3nnDibP4UVDWSLzVn8ToQMfrOIm3h4mdR8vRNFiUFk/KiFD8fNzYl13JovQEls1NAAHb9hax+1g5IFkwM5Y3Np7kqVVTCQ3wIdjfjT9+fJKjubV4uGkkDw8h62wt+aUNlNe2snZHPq0dNhKjApkxzsKr607gbhYcy63BZNLQNI0X3znIEw9O5YUfp3Iop5y/fpbPzqOl7DpWhrubifSUaLbuLWLa6Ai+/60kzjd1Mio2CE0z8d62070iO6SMCOVvn5uYOiacwvImUpJCkPpIQgO9GBbpx6RR4fzj73dmXddFp1DcWHwHmAr81vGqvhP4gePaSiFEz1S1p4UQkYMlSF+/UWekgoHqDHR8o3IzyDhYKEVWoRgkpJTMHBdJeKAXUuocy61l4558Orvs2Gx2bEInMtjLFbFg5aIxSF2yJD2e3OIGbHb4YHsemjCxOaOIRWlx+HiZiY/y53h+LWkTrGzOKMRk0licnkB6stVlub17Zhx3p8ayJfMcAIdOV+HpbuaeOcNJGRFGSVUzNpvOo/eMQxOG0mfrtiMlRAR74+fjzh1TYygoa+TDL3KZPyOGUbFBZGRXMiImgNziRj784ixF5Y2cKDjPMw/P4GhuDR/vyMPNrHHblBgyjpeRNiGK9bvy+NsXZ/k/y8czJj6ENVtPkzIiFCTcN38kr284QWNLF57uGpomKKtuZdKocHRdRxMS3S6ZOTGKnUdLae2w8+n+c+w5XoHJJFgwM5aPd+azdFYCQoCb2YQQhn/vrBQrwyL8iI30Ze2OfD7eUUC3XTJ9bBiniupZtXgc6ckWRsUFgYS1X+bR3iX54mAxP/nORH541wikLrHZbKzbWUhIgAdmE/zvR9kIITCbBCBYNieR97ef4Zcrp3MrhN5SKK4VXzFV7Y4hFFFxC6DiyCpuRG6Jl7SBkcPlvAdexstdI2VkBDmFdUwfa+GLQ+fotklsOtx310giQ32xhnpz9EwNa4wQTni4CWx2ibtZ497bhvPxjnzc3cwsnpXApj2FdHXbcTNrLEqLR5c663cV8NiyCcyeGMVHX+bx/rbT/ON3U8g4XsK+k7UApCSFcuxsLT6eJqSE9k47P7xrJJszi5g+JowvDpfx/907gblTDAW2rKaVytoW3tt+Bnez4O9uTwIh+GR/MZYQL7LyzrtkvWNqLJszi/B0N/Gd25L45EAxd0yNZp0jbmzmiSrczYKffDsZzWRy9bswNY7bpkTz5eFSdhwuocsmMZkEXh5mVi0ex3//7QjtXRIPN8Ftk6PZuq8EH08TJpPGorQ4ThUZsWR9vczMnTSMEcMCeGfraX61ajqJ0YEArhi5M8aGk5FdhZ+3mceWTSAqzNe1oeM3b+0nMsSL7Px6TIDJLNAEdNokycON++blrjF5VAR7jlfg42lm+dxEPt6Zj7ubiYeWjHNabm+Jtav+7n4juWnWrlqf3xhUHFmF4noihKGMBvl7sedYOQvT48nIKqPLJrHrMCExCITk5Q8Oc9/do9mcWYSPp5nkpGD2nahGlzBpZDhbMs8Zilt6PMlJIYQFehEVZmzuem3dcdo6bXTbJP/7URY19W0sm5tIeJAXUpccPGUosRFBHhRVNOHlYebRe8ZS09DO2h35SHQ6u7r57GApNh3OFDcwd0oMR85U897W0/z0+ynMHBfO3hPVvLc9l8e/P5H5M+P48HND4TZr8Hd3jGBzRhFmzciwNWF4MBEh3uQU1tHaYSMh2p/WDhtZeXX88ePjeHq4sTAtDk93E/tOVjImIYQDp6pIGRHOnuMVeAjBykVjSU+2sC87gj3HK+nsljS32/D1MrFs7nBCA7z4w4dZdNskKUmhRIf7siWzkBHfm8iCmbGUVDURb/VH0zTSk63ous6pQuNeLEmPBwTPvr4PCTzz0HSmjY1kc0YRYMQHstskyUkhjE8IZXNmIR5mjbmTo9iTVYmPp5kfLRsPGJEbViwc4wpXplAoFIqhRcWRVSgGifBATzQBxVUtLEiL46HFY0gdb8Xu2NCVV9rIht1F/OCukaQkhbBy4WiWzx3OsdxadMeLkv2nKrl7ZiyPLB3Plswinn19P6+uy6a8tpVZKVbSk6PotkkiQ7zQdTtrtp4m43gF0eF+vLr+hCt0VWuHjSWzEvHyMFHX2MXmjHNoQmPjniJ0iWuj0p7j5ew6WsraL/Pw8jAxLMKfxKhAwPhjkVNYx4Zd+Qx3WDvHJgRz77wkVi4ai8mk0WWTfHm4jP/56Di7jpWxMC2OlBHh5JY0ADBvyjBWLhrLJ/tL+Ml3UvjliqlIXXLf/JEczTViQwohsIZ6s/bLPA6frsbdBCNiAtmTVcHEkRFs31dMTX073TZJTIQvP7wriczsSn44fxSaEKzZdoaXPjjKR1+cRUqJpmkIIVzhtU4V1fP2phMsmZWI2aRRVtPKjsMlmLQLP/81YWz2igjxYWFaPAj48lApdrvO8nnDiY7w463NOQDUNLSz+rW97DpaxuKfrb9prFoKhUJxK6AUWYVikOjo0tEleLhp3DE1huKqVvaeqMDdLPB0N7FsbiJCQESwD795+xCvrs/mox15zE6xYjYJBGCzw0df5hEd7stTK6exdFYCuq7zxoaTFJY3MSouCLNJUFnXzuh4Y0NVVJgvUkrsdh2narZ8bhLL5yWyKD2BLZkFpI638Og9Y3l48VjMJg13NzNe7oLk4aHodp32Ljvfvm0EidGBRIT4AKADW/cV022zEx1hxEzNL22iqKKZ6HBfPNxMDp/TQDo6bei6sZGsorad9k47I2MCOXCyimERfjzx4FSiwnw4cqaalz44Qk19ByaTwMNNw82s8cWhUt7depr2Lh1LmB+5xQ3MSrGSW9xgRFwQhqZfXNXCzqOVgGTyqAhmTYzivvkj8fIwsSmjkIKyRgrKGrGEeOPtoRET6cvR3FpGx4ewfF4iTz80g6gwH2x2sOuQOiGC5KQQdAmzki1EhfmwYXcBnd26S+HfnFFIWU0rv1o1jUeWjmf9rnw6umy8ufEEGOG3FArFZRBCPC6E2COEiBNCVAkhdjg+j15NP5fb5HT/6m3cv3rbRfW/yZujbjWUIqtQDBLNbV2YNHjsnjGUVbdgt9tZuWgsHu7GhqSIIB80ATX1bfxyxVSWzkqgrcPG54fKsNklM8eHYzb1/k/6sSOl6qrFYymtbuHdLTl8784k0icYIaweWToOIQS6rmOz69jsRjSA5KRQ1n6Zz9ZMI6PX5swiXvn4BELT8HA3XpVPHhXJ7qwKahra+dkPJnHvbcPRdZ2q+lbGJwQCsCA1hh8tm8De45WkJIXi5mZIJ4QAAVlna6g638ZdM2JYNieRd7ecIirMh1kpVs6WNDB/Zhy6rnP4dBVPv5rJxzvycHczkTwihEeWjsfTw8yS9AR2HCnFy11jREwg5yqbmZVi5affS+GuGUYa3Q27C/F017h7xjB2Hi1lQWosuq6TX9qAJgyFeFGaofQ/+/o+ympa0XVJcWULw6P8OZFfR2H5hVA7nu4mUseFcyy3jrPF9aSMCCWn6DzlNa0sTovD3Swwa4IfLZvAykVjeX19NodzKqmub0XXdUyaxsLUeAAVtUChuAxCCA96/+j7VEo51/F59Wr6evbZZwcaA4CG5k4amjtdZc76A7VT3HwoRVahGCR0afjC7jpWyb9/cISnXtkLwJL0BNo77VSdb2XmeAvvbj3N0dxq1x9eD3cTd88YxsGcGsNS6NiQWVbTSmuHjTkThxEV5sPr67MZGRvExt2FHM2tpqvbDghefOcgx3Jr6bJJR2IFyS//mMm7W3OYPzOO26cOw9tDw67r6LqdBxeMpvJ8KwdzKgEID/Zm9sRopJQ8+/p+3tuaS3ZBA2YTBPt5AtDZbSfrbC2L0hOIt/qj6zqzkqOw23Xe336WbfuK2bCniAcWjKa8to2cwjrSkq0kDw/hV6/sZc3W03TbdFKSQunstlNe04aUEptNByRtnTZumxJDY0sXi9Lj+en3Unhjw0ne3ZLDp/vPuTa7hQZ609zWzdov83nqjxn8yx928+7W06QlR7F9/znKa9uQUufMufPYHUF1S6ubses6R85Us/q1vZRWtyCRBPh60Npho6vbiDAxMjaIV9dns3ZHPl02iU3XqTzfStX5Fto7u3lvey7vbT3DnInDMJs1NmUUAvzd0K2wGw8pJQVljb0yDDnLdF2/5L/9bTy+XNv+xnGWXeq8PzkHapNf2kB+acOA7frKaLfb2XW0FLvdfkVj9L3mHK/vHAe6F1cq16XmfR14GHhnKAbav/Y58g+t5+WXXx6K4RTXAbXZS6EYZHKL67l7Rgy7s8p5c+NJFqfHI4RhXZUY1sMNuwsxaRoP3D2alBGhfHGohG6bI3C32YQQglkpVqrr29i+7xyj4oLpttnJyKpgQWoce46XG6kUgScenIouddbuyMNm19mytxgPNw0fTxOTRoaTGB3It28byXvbcnht/UmklLR22AFwNwsERqrDtTvyOZpbw4hhAZRUtQDw/vZc/H3duXfecD7emc/EEWEUVTTz7Bv7aW7tNkJWAeFBXgyL8EcIQ7GeMd7KloxCAnw88HA3MXdSFDuPlnE8/zy+Xm5oQvDq+hO0d9rQTBr+Pu7cPm0Yd06PBSAzu5Ite41QYjuPldPZpXPH1FiSR4Ty8c587pmTwLqdBdjsOt4eZm6bEs2Y+BDSJliorm/jvW2n0RwxbiePjmDGOCtvbz6FLqWjHHYcLQfgWzNi2HW0guN5dUgpufe24azbaWRle397LgC+XmZunxpFxvEKl5yl1S38+/uHXwD+MjQra/Do7LKTX9pAvNXfZbl2HjuVILvdzo4j5axcNIp9J6tJm2BhT1Y5b6w/waolY4kONzLJHcutZUtmAXfPjOPjnfksTo9l7Y5C7p2bwNa9xSxMj2fznkJWLh6DwMgVn5ZsITO7EkuIN8++vo/xw0M4erqGZXMT2ZxRZLTJKOLph6a7UnOWVDXx2roTPHLPOIZF+FNW08I7m0/xwIIxCCGwhHjx7BsHeOahaRzLrWXtjrMsn5vEsrkJrNtVyLI5CWQcr+T19dk8tGQsUWG+rpByZpNgyazhhAS48/qGU6x+eDrltW0IwBLqzbNvHOChxaN5fcMp0pMtbN1bzKm0OA6equKJB6dSXttK6vhIMo5XoOs6r647wWPLxjMswp94q78rSoglxIunX92Hu5vGQ0vG8caGk6xaPJbocF9Kq5t5c+MpVi0ew5sbT7EwLY5NewpYmBaPSdPYklnIysVGLOmM4xVYQrz59VsHWbloNG9sOMmSWQkkJ4Wy+vX9PLxkDCaTmdTxEazbVcjyuYmYTKYhWVtCCDdgjpTyv4UQzzmK7xRC7HAcvyyl3NBPu0eBRwECAgLoGSDEefzMM8/0chlwltcUHeFnu7iofKB2ipsLFX5LcSNyS2yYiY4fLWf98CVaO7q5f/4oNmcWuXbj78mqoOp8C+9vz+W+u0a6MnwlRAVQWN7EC28fYOrocEYMC2RY5IVkA1JKCsubiLP4sftoGa9tOMEzD09HExql1S2s2ZrDkyumEW/1Z9fRMt7aeJKZ4yPZm13JysVjmT0xyuV6sPtYOdZQb8pqWnh9w0nSJ1iM+KyaxjMPz3DFX01JCuE3bx9ixcLRgJGFDODXbx3gV6umkxAVQH5pA2U1rUSF+fCv7x7iyRXTSIgKcMnr7Gv7vnM8sGA01lAffv3WAVYuHEN0hF+vL/P0ZAvnKltcitMLbx/gFw9MobS6BZBYQ33IOlvH9v3nuP/u0by16SRPrZwGQGl1C9Hhvi4F+skV04x7dawcu93GKx+fxNPDzNMPTXc9p3irP7uPlfPWxpMsTItn+bxEiiqaKa1q5q3Np3hq5TSEEJRUNfH6hpMsSY9n0qgIEqICKKpoJt7q73o2S36+YeLGl5YeG/rVdm0JsSbJO1f+njmTotlxuAQhNB5bNo7XN5xCSh1dl3R02rFLGBbuQ0l1K2kTIsnKraXbrqNpAqTh2tJth5QRoeSV1NPSbsf4OWGgCTCbjFBndh26HVbzu2fGsG1vMT+8ayR//fwMXTajvoebhkAiEQghuW1yDLuOlqFLHbtd0mmTeLoJEAKTJpgzKZqdR0pp67Bz98xYtuw9R+q4CDJPVLnmOi4+kBOFDdw9M4Z9Jyppbe9G04z/I102MAlIHBZIbnEDJs2QMybSl+JK48dd2vhIMrIrGR7tT15pE17uArsucDdDUkwIs5Ij+a+/ZZM6PoLM7Co83DQ6u3U83TTc3Ew8tmw8r67Lprm1m/kzYti6r5hvTY2irUvncE4FuhTGDTO8d/j2bUms312AXQebzU6X4wdverKFnMI6YiIDOJpbw313jWTtzjzmpFj5/GAJXXZcczdrYNNxRSRJTgoh62zdkKxdIcQq4LyUcp0QYg9wH/BrKeV9V9pHT73A+X+vn3GQUjJmzipydr3V65qUcsB2ihuKK9IFlCKruBG5JRTZKVOmyD9//CllNS2kJ1tdypnTCqDrOnuyyklPtqJpF7x8nMpfz7r90bfeQOdxFr9eCtdA/cRZ/FzWt4SoCxaP/uQZSMZLyd7zGvCV5tifzP3NbSCZC8oaL5rflc7xCp/LLbF2gy3DZdoPXupVlpIUQn5pPQlRgeQUncdux5UCuSc9FdWejE8IJKeogSB/d2oaunpfiw8ku7ChR90AsgsaSU4Mpqu7i5ziFmIjPDlX1cGYWD9OnWt21dUAzWTs/9OBMXGBZBcYfZkc16aNiSQ63Iu/fF6IhlGvL0nRvsRF+vPpoXJHKLn+6zlxN0OX7eL5jksI5ERBA94eJto67fh5mWhut7uuJ1h9KCxvRQBCg+cfmcrfvizkdFEtk0aFk3G82lU30MdMQ6ut17hmDW6fEs3nh0ux2XuUm2BEtD+nzjWRYPUhaVgQ2/eX9it7iJ8bdc3dJFp9yS9vcRY3bHxpadAlpnxNEEL8FkjBuG3TgaeB6ddakXUSlTSVyISJ/PCuUXz22Wds3bpVKbI3D0qRVdy03BLKgFq730huibUbGDlczvrhSxeVB3ibaGyz99Pi62ES/SvFPfH11GjpuJRqee0I8nWjvqUbgLBAD2oaOgdtLB8PQWunxMdDo7VzaOY3AG0bX1rqM5QD9rDI7gdyHMWbpZS/u1S7nn9bV69efVVuAc76V9tOcV1QCREUCoVCce0YDCU22M/M+WbbZet9XSXW012jo+vK+qhv6SYs0LAc1zR04mYS+HubqLsCOa+W1k7p+PfrK7FmAbavbpvy+toCXCVSynTHYcRX7eNqlVEVfuvWQ0UtUCgUCsUVEeLv3m95sKPc3/vqbSNXosRezizj53npGn7epl5KrHYFdp4Gh0VWYFiMw4MGR88z9fgW9vH4en19DSUWoP3rja5QXB+UIqtQKBSKfump8IUHeXC+qYtxjpjCTgK8Nc43GT6vTW02fD37/1oJ8Ol/V3yov9tFZeMTgnqN79TPwgL71/SaO/rX4BKsvmgYURicUwnyNaNL8PMy5IkK9byonQBwRAERAjpskpzi5ovqOfHuX7+/LBFBnni6a675djhchy/3xayJi5V70efYeR4ZdGnherRTiqzipkQpsgqFQqHohSaMSAIJVl9X2fnGTodi2fsVeGObcW4Wxkak1gFcAPy8LlZYAeqaui8q8/Y0lEwhLyhaAi7yVTVd5husoLwFHWNTllPVrW8xLMDODVjltR0XtZNAt934V78CK2db18DXnPInWLxdCmaCxRuTgKr6Djo6dXKK6o1xHWP1dwf9vC6onBoXb6iTgIfbhePEaCP7npdnbyt5sJ9RyfnDQuL6wfBvA89CobhxUYqsQqFQKHrh5+2GLiGvzLWjHZtubMg6UdDUbxubhBHD/PqNWABQ2o/CCBAVdvEr+/2nagGwc0Fh669f+xW6lY7vY0XuyVBtdy6oaEM6xiuoaMPuUNLt0ri3Ju3SURKa2y9IOpALQWeP3wR5pYYFubCirVed881GpcbWC/7ODmX9n690LteaPulq37uatl/H1/XAgw+RsfReMpbey4EHH7rq9srP9sZAKbIKhUKh6EVzW28raVjgwK+nwwIuWFpLqtsGrDcQNfUdXyvUw+WssoArHBcYX3omzfi3P7eC/hjIp9b7CnxaL6Uom0wCDzPERPhi140QWk58BnDRuBqu0ud2zdce8CvQT7raq+LrpJrtbmjo93goxlZcOwZNkRVCtFzi2reFEFIIMWWwxlcoFArFV0OI3gpi37ivPalp7HZ9kTS32/Hy6N8XdiBltcsmr9oqqgn41jQrHmYNTzeNyJAr34ilcyFGbNkAVmKTBl4ehsTeHmJA94K2fqJyRQR54H4FSbKGhXtjs0tGxYVQXNWCu1njzmnRruudVxhh4VK09pDPr8dGPLOpX+U87GsP+NUYsnS1PXHGgv75vgz+nH+WP+efZcGCBb2uKW4OhtwiK4TwA/4BI26cQqFQKG4wQgO98HQz4W7WSJtgREaaMDwYLw8jrSkYVkSAlBEhhn+mu4kRMYF0dusuxdKpLDnPnW3MJuFSbJ25QJKTQgBD4XUza3h5mDCbxEUWV00Yr8Kr6zvptOmkjAinqq6dlKQQvv+tJISA5OEhCMDdTSN1fAQ+nmbmz4hixLAAAJJijH9NmlFHOOZnyOjDd+9Mot0RFksIE7OSLXi4Gdqpm1nDxyEbgLv5goAmkyGX1iPdq5ujnptZ4OVhxtfTzMK0OJpabQgBt02JZlayBV8vN0bHheLlYcLT3YTZbELQ20rrZtbw8TTj6W7i7pkx3D1zGEIY5QCp4yOYP2MYPp5m0iZE8P07EvHyMJMU7U9zm+Eb7O6m4eluxt0xH3ezhqP5HQOth8GiR7raL66g7qNCiENCiEN5eXkIIXqlmhVCXPWr/vQNa5kSFs4fTmbzh5PZbN269bJK7OrVq6/J2Iprx/WII/s8hlP5z6/D2AqFQqG4DO5mE2Y3E2Y3uHdeEonRwa5Uxd++fQTDhwW70g0vm5NAxvEKosJ8ibf6k3G8gpnjIli3s5DxiUFk59dzz5x41u0qZPu+cyxKi2N3Vjl2m44u4dF7xnK+qYt75sSTcbwCgKgwI81wWXULr60/QZdNZ+4kK8H+nmzdW8yY+CBOFZ7H18uNGeMjycqrpaS6lQcXjiU63J/U8ZFGXxLe3HQKs1kjPMifTw+UMyvFyj9+N5m3NuWQmV3JykWjEUJgDfXm6Vf30dphZ+poC5ZgX6rq25g0MpzE6EDySur54lAJt00ZRkVtG29tOsXCtDiSk0Ipr2kFAdZQH8prjVTNJVUt1Da2kzw8lMq6dqxhPi6lJ97qzx1TY1xpnT/45CwPLR2HNdQHb083Vi4cgzXMh/KaViyh3pTXtiIlREf4IhCU1bSyZmsOv3hgCmMTwrGEeFFR186sFCuF5U0czKnhO7ePIiEqgBkThmHX7Tz9yl5A8NiycUSH+yGl5FhuDZsziliYFse7W09fvOtu8Lkf+OBKKkopXwVehavL7HUp9ixZzp/zz7rOX3rpJR5//PFLKrM9Eymo7GA3BoOW2UsI0SKl9O1TNhF4Skp5rxBiB/BzKeUlUx+p7EjfSG6J9zpq7X4juWXW7l/WfQZcSOf7VVIM96RvKmRnmtC+6YL7tumZVtg5bs90yvFW/35TK/dtH2fxI+N4hSsldH8piAdKYTzQXK5m/lfSl3N+XzV180DXBppbz2ey9J82Ttz40tJjX2syV8lXTVd7rRTZjKX38vN9GUwJCwcgPyaaLVu2XI38SpEdXG6szF5CCA34PbBiqMZUKBQKxVcjMTqw17lT6XTS8/hK6Nm+b9+XatO3bn99DNRf3/azJ0b3utZzDv2NdSm5rnb+V9rXlfR7qfH7uzbQ3HrWHWolFkBK+S89ZNkDbMRQaK+YZ5555iuP7xYYyL/PSHMdT3vnjatq/3XGVlw7hswiK4QIAPIB5yawSOA8sORSVlll1fpGcstYtdTa/cah1q7iZuWmWbtqfX5juLEsslLKRiDUeX6lrgUKhUKhUCgUCkV/DGbUAm8hRGmPz+ODOJZCoVAoFAqF4hvGoFlkpZSXVJKllHMHa2yFQqFQKBQKxa3P9Qi/pVAoFAqF4huKECIOI5Z8DtAFPNrjHOADR7ita8b9q7fR0HwhQ0SgnwdrVs+/lkMorhNKkVUoFAqFQjHUfOoMs+VQbD+9XNitr0NPJba/c8XNi1JkFQqFQqFQDDXzhBC7gbXAx4M1SM9Yr/vXPkdoTDIAtcVZ8NLSfuspbi6UIqtQKBQKhWIoqQBGAJ3AeuBz4E5HNCOAl6WUG3o2EEI8iuGCQExMzFUN5kwAMXr2SnJ2vXVRueLmZjCjFigUCoVCoVD0QkrZKaVslVLagE3AIgzXgrmOz4Z+2rwqpZwipZwSFhZ2teOx6PF1vcpGz16JlNL1Udy8KIusQqFQKBSKIUMI4SelbHacpgH/Dxgz2OPWFmcxevZK17Hi1kApsgqFQqFQKIaSWUKI5zFcC/YAVfR2LdgspfzdtRjIaW0N9PNg+vKnXeWT5/1dv/UUNx9KkVUoFAqFQjFkSCm3AFv6FEcM5pgq1Nati/KRVSj6IIRoucS1bwshpBBiylDKpFAoFAqF4mKUIqtQXCFCCD/gHzACdysUCoVCobjOKEVWobhyngf+Dei43oIoFAqFQqFQiqxCcUUIISYCw6SUm663LAqFQnErIISIE0JUCSF2CCE+cZy/d73l+rqsXr36pu7/ZkNt9lIoLoMQQgN+D6y4zqIoFArFrUbfVLXXjQMPPkR3Q8NF5W6BgUx7540r7ufZZ58dVGVzsPu/2VAWWYXi8vgB44AdQogiYAawQW34UtxoqI2KipuQeUKI3UKInw7loP1l9eqrxP58XwZ/zj/LmsMHWbBgwVX1pRg6lCKrUFwGKWWjlDJUShknpYwD9gFLpJSHrrNoCsUVoTYqKm5QnKlq5wF3AP4DVRRCPCqEOCSEOFRTU3NNBhdC9Pqkb1jb6/qUsHD+cDKbP5zMZuvWrRfVd37AeN3f89x5fK0sp4Pd/82MUmQViovxFkKU9vg8fr0FUii+JmqjouKGY4BUtQPV/copai/RZ6/PniXLB6z70ksvXVS/Z3rb1atX9zp3Hl9LRXYw+7+ZUYqsQtEHKaUmpYzu8Xm5z/W5yhqruFlQGxUVNyqONwVO0oDPr5cs/XGoppqfjB3PT8aO57PPPrve4igGQG32UigUilsUtVFRcYPTX6raIaG/lLRugYG9/GT/fUaaq/xSm7369vXMM89cGyEHYLD7v9kQN3p+4SlTpshDh5Tx6xvGLeE5r9buN5LrunaFEC1SSt8e5wFAPuDcBBYJnOcyPt5q7X4juWn+7qr1+Y3hitakssgqFArFLYqUshEIdZ4LIXYAP1euMQqF4lZB+cgqFArFrYPaqKhQKL5RKIusQqFQ3CJIKS9pnJBSzh0iURQKhWJIUBZZhUKhUCgUQ4YQ4gEhxOeO1LRpPdLU7hBCPHq95VPcXCiLrEKhUCgUiiFBCBEFzJFS3u44j6NHmtqh5v7V22ho7nSdB/p5sGb1/OshiuIroiyyCoVCoVAohoq7AJPDIvv/ANNQC9AzpWxPJbbnuUo7e/OgLLIKhUKhUCiGigjAXUp5uxDit8BS4E5HRA2Al6WUG4ZSoP1rnyM0JhmA2uIseGnpUA6v+JooRVahUCgUCsVQ0QjsdBx/AUzhClwLHL6zjwLExMR8bSF6WlxHz15Jzq63+r2muPFRrgUKhUKhUCiGikxgguM4BbiirExSylellFOklFPCwsK+thBSSqSULHp8Xa/y0bNX9pv1S3HjoiyyCoVCoVAohgQp5TEhRLvDlaAWeBLY3cO1YLOU8neDLIPrONDPg9riLEbPXglAY3n2RXUUNzZKkVUoFAqFQjFkSCl/3qco4roIAkaEAhWl4KZGuRYoFAqFQqFQKG5KlCKrUCgUCoVCobgpUYqsQqFQKBQKheKmRCmyCoVCoVAoFIqbErXZS6FQKBQKxXVBCPEA8CBGhq9fAj++XulqAQ48+BDdDQ0XlbsFBjLtnTeuuJ/Vq1ezevXqayfYEPd/M6EssgqFQqFQKIYcIUQUMEdKebuUci5Qdh1k6HXenxJ7qfKB+nn22We/jliXZbD7v5lQiqxCoVAoFIrrwV2ASQjxuRDi/2FYZW8ofr4vgz/nn+XP+WdZsGDB9RZH0Q9KkVUoFAqFQnE9iADcpZS3A23A0oEqCiEeFUIcEkIcqqmpuaZCCCFcn/QNa3tdmxIWzh9OZvOHk9ls3bq1V92eHzBe9/c8dx5fKxeAwe7/ZkUpsgqFQqFQKK4HjcBOx/EXgNdAFa91ito+fbs+e5YsH7DeSy+91Ktuzw8YimbPc+fxtVRkB7P/mxWlyCoUCoVCobgeZAITHMcpwJDnhb1cKtpDNdX8ZOx4fjJ2PJ999tlX7kcxeKioBQqFQqFQKIYcKeUxIUS7EGIHUAs8CTx9PWVyCwzstbHr32ekucqvJmrBM888c61FG9L+byaUIqtQKBQKheK6IKX8eZ+i6xZ6C7gqZfVSDPbr/m+6O0FPlGuBQqFQKBQKheKmRCmyCoVCoVAoFIqbEqXIKhQKhUKhUChuSpQiq1AoFAqFQqG4KVGKrEKhUCgUCoXipkQpsgqFQqFQKBSKmxIVfkuhUCgUCsVNw+HDh2uFEOccp6EYMWiHGjXu4HNCSjnucpWUIqtQKBQKheKmQUrpylErhDgkpZwy1DKocYdmzCupp1wLFAqFQqFQKBQ3Jcoiq1AoFIpe6J2dNOXl015WhldUlKNU0lFeQXDqTOr37iNo5gzOZ+xFlzpeUVF0lJWDgJC0VGr3ZNJdU4Nl2VLai87RXlaOh9WCSdPwjo+jtbAIXbfTlHWciCWLqVy/AffQMLyirXSUV7jG1ITAKy6WuoxMPCwWOsrL8Y6Owic+ntaCQtrLywlJS6WtsIi2snI8LZF0VlTg5axTWISUOu1lFXhaI2kvq0ATEJQ6k8oNG7EsXWLI5+intaCQhmNZBCRPQDNp6Lqkq6KC4J5jWCPprKjsfR8y9+IVZcU7Lo7aPRkgwSs6CpDG3CMjaT6ejX/KBDRNQ0pjbt7xcbQVncM7Ltb1b2tBIa2lZWhCEJQ6g4p163EPDcN7WPSF51BWgVtkBC3Z2VjuWeqaQ3DqTNe9j7xnCecz9yGQBKXOpGLdejzCwglJv/B8IpYupnLDRgKSkznx839JSVv/0bHrsNwUiq+FUmQVCoVC0Yv28gpOPPEUsqsL3NyMQinBZiNg714aM/cTvuAuqrdsN66ZTGC3A1C7bz8NmfsAaCosoOHwUejoBE0DL0+i7llC+dr1yM5O0HUqd+ykq6TM6MdsBpsNPD1BSoRJw7psKWXv//nCNXd3wm+fR/WXO6Cjk/qTJ6n9fAd0d4ObGbqNOsHTpnD+2HFEZyeyuxvN0xO9owOAQIeMTXn5NBw9Bu0d1OzdR8Ohw9DVTcnfPsTN04vujg7o7CSyrIzKjzdAZ6dLjqB9+6nP2Etweirn92Ri8vIi/J7FVPzpr8ZcnPetuxtMGth1+PNfjfLubvBwJ2BEEk1FxUSkzqAmYy/xqx6k4JXX0FvbAPD8MIaO4uIL/UlpfOx2EAKkpCm/gIYjxj0OOXGCuu2fAdCYn0/j3v0AeG3cTPvZPADqDuynPsN4PtW7dtNRXELpX/4GsBEYdi3X0RDxqhr3lh33isZUrgUKhUKh6IWUEtnVhXt0tKF0dXcbSiTQuO8AAF6Jw/GMiQHAzWJxtW04ePjC8f6DhhILoOvQ1k7ZXz5Etrcb52AosQIwm1zt3MPCoLMT2dZOW9G5C0ocQFcX1Vu3u/qt3fapIZ/ZjPeoUa465/dkYvbyQnZ34xEzjGGPrAJ3NzCbkV7eF+SzGQp4Q+Y+13FQ+iyCUmfgnZQEQNORY4YSCyB10DTq9x8Es4nzh4/iHh2Nvb2dloKiCzexxz1zj4s1FE+bDbfwcKNcaDQezULz9KRy81bsLS20llegd3WDJkATdBQXIwIDjf5sjv4cPxhAXphDVzcALfkXxre3thk/MMClxBpyO9wOhaCjuARzeDjSaL+TmxAp5XVR7NS4N86YSpFVKBQKRS+EAAR0lZaiubsbhWbHCzxdYvL2orOgwFC0zGb0+nqjnYe7oWw5rZE2u0vZNYeEGFZWTbtQFxx1BZqbOyZHu66SEjR3d4SHO/V79yM04VJ8g9JSL7TtQfidd9JZUAiA9whDAbXV1ADQWVxCZ0EhmskENhuNO3cZjex2gqdNc03ab/x4ABp276J663Y68vMR7m5019YRkJIMgE/icEMWmw3sOsJmo6u01HGLzIZSDpi8vAhKnWHMJ78Q4WbcPzen7O3thggOGbHbqPx4ncOCazb0VLMZ2dBgiOfu7noGnjExTj3WeFi6jldMDJ15DoXVZKLlxAlEjx8HnjExoOsIYQioeXqieXpgq6l2PuPvXnRTFYqbAOVaoFAMEnpnJ3a7nfOZewlJS0VzfIHruk5dRqarTEpJa2ERPvFxADTnF9BZXk5IehpCCNc15xdQT6SUtOQXuHz82s8V96prt9spX7ce6z1LMZlM/bcvKEQAPgnxCCEMeQoKkYCvo6zf+fWZR88++8rcX1lfOQYas2/bvjJLKanLyCQ4deZF8x+oj4GegdNX8VKy91cXoLWwiKyf/lykrf9IcpPjabUy/Kf/Fyml4f9aXo6HxULjsSw8wsLwiYnGKzYW9+Ag/JOTERjuCJ6WSDorK3GPjKSjvJyumloily6mauMmIhYvonLDRvwnTKCzogJPi4XOiko8rJF0lFfiZbWAELSWlNBdU0vAxBQAOisqcI80/FJBEpqeRmtBIfVHj+IeFo5AIjQToempRNw+l8asLJffrVtoGEhJd10d1mVLCZ03l6asLHzGjaMl+wTuYWGEpqdyfvoUJILg1BlUrt+A7/jxNB8/TkBKCkIINCHwjI2hYv0GYx6OvoUQeFojaTx6HARYly2lfsY0dF3HZ5hxj8rj43EPDcUzykrz8eOEL15E6TtrCJqVTuvJk/iOG0fT8eN4hEfgaYmk6Xg2/snj6aqsct3HzuoaAicmA4KmHvNzDwvHwxJJS3Y2kUuXcD5jLx3VNQQkj6erqqrXc4hYsoiSd94ldM4cOisr8YqyAoL2sjI8rVZO/Pxf7rtuC+4rIoSYD/wnYAJel1L+6xCMOQx4F4gEdOBVKeV/Dva4jrFNwCGgTEq5aIjGDAReB8Zh/HxaJaXcOwTj/hR42DFmNrBSStnRb10pb+y/uVOmTJGHDl1RBAbFrUP/mtNNxuiQULn+N7+hZusnxNz/A6LvXY4Qgprde8j9/X8x4qf/QNisdFoKCjn9r79j1C/+CYCTzzyHrbmZqO9/l/biYhpOnWb4qgeNTS19lKyWgkKyn16N3txC9H3fp+bTLxj1i3/CNyEegOIPP6JkzQcEp6cy8mc/dSltTkXQruvkPPMcuJlJfHiVoSQUFpHz6xeQEkb98hd0lJfjZbXim5jQS9E9f/QoJe//mRGP/1/CZqW7ytvKyih6933iH7yP0PQ0pJSUfbyOiq2fMPqJf0YIgVdsDOczMvGwWvFLTKC1sIhTz/8GvdtGwqMPEZqe5tr8UpeRSdG77zPqF//kGj/n1y8CkvhVK7Db7eT//r8Inf8t6jP2Mmb1r/Afnuh6DrquU/bxOko3bSV85nRC582ls6KCs//x/xj+f3+Cpml4WCyceuG3+A6LpqmgkPGrf4VfYgJg/LA49fwLxK18AJ/oaCRw5rf/Tuz9P+Dcmg8Y8c8/ozEri4qtn9BdUzPxVtgwo/7ufiO5qf7uOpS6XOBOoBQ4CHxfSnlqkMe1ABYp5REhhB9wGLhnsMd1jP04MAXwH0JF9h1gt5TydSGEO+AtpWwY5DGjgD3AGClluxDir8AWKeXb/dVXFlmFYpCQuk7tjl0INzfKN20haNIkfOLj8LBYiP7e36HrOjabjfbSUkb8889clr1RT/+Smi++pOxvH0F3N37J4yl4423aq6qo2PoJ1gV3EbXsHjRNwyc+DuviRZR+8GfcQkKJvf8HeMfFAoYChwTczJzPyKR2+jSCZs7gzG9epPFsPmaThmXxQuxtbQSlziDvj69ht9vxGRbNqCd/YfjQlZVx9qX/AHd34n/8GGazCQ+LhZxnn0e32Qif/y2CZs6gOb+AttIyCl57HYHAsnQRBW+8bfhaSknxu+8TnJ6Kbrdz5sV/I2LBXZS+/2eEtzfDli/Ff8IEIu+eT9m6DRS88TYd1dVUbNpK5IK7KF+/CcuShTQcOUr5tk+If+CHxDx4P901NRS+8x6BkycCUPvFDujqovHYMXzi46jLyMTLaqW9vJzi9/+M37gxVG7eSuUnn5H4kx8T8wPjTWru7/+LEf/49wSMHsn5PZlg0qj89DPqDwdjXX4PbSWl6O3t5L/yOkITRC9dwoh//hm+CfF4Wq3UHzlCyft/Zth936dkzQdZQ7/SFIpvJNOAPCllAYAQ4s/AUmBQFUopZQVQ4ThuFkLkAFGDPa4QIhpYCPwGeHwwx+oxpj8wG1gBIKXsArqGYmwM/dRLCNENeAPll6qoUCgGAffgIELnzqVm6zZCU2caoXUclkd7cwvY7TTm5FCz/TNi7vs+vglGuKDOigpqMva6NsCEzp1L6dvvUrFpCwHjxlL87vu0FBQRNHUyYbPS0UzGa/2mw0doPH0GgND0NGp276HkvQ/wSx5Py9l8PK0W8v7jv2g8moXnsGHYWprxCI9g2H3fp/TjDciWFvL/+4+4+fow5le/xDchHq/YGLw3bKLtbB6F//NHsNsZ9oPvgs2ObO+g+pNPcQsMpGrrdoSuI6RECoGtvgG9u5uCV9/AunQRmpcn5/dkIhDouh2BwOTri/+E8RSv+QDh9bHhBykhNHUGFZu2oHd2UfpXQ5kv++hj6OomOG0mBa+9CQJMbm5YFt5N6UfrAAi7bR4eIUGUrdtIR10d1Vs/wezvx5hnniLpH/+e1vJKmrOyQdcpfP1NzO7ujPrlLxjx038gJC0Vd4uF+kOH8YgeZmwmArobG6jdnYHe1UnE/PnU7NxJ8XsfEFFfj6/DraFs7Tpwc8MjLKyfVaBQKAaJKKCkx3kpMH0oBRBCxAETgf1DMNx/AP8M+A3BWE4SgBrgLSFEMob1+f9KKVsHc1ApZZkQ4t+BYqAd+ERK+clA9ZUiq1AMEt2NTTQeOEDEwvnU7d1H+O234ZsQT1haKpWbtwLgHhRC5IK7qNz2CZ7h4RS++Q5CQFjaTKq2bMPk44Nf7DDGPPMUbWVlFL/3AQETkzm/J4PzezLorquj6pPPCJmV5vL5LHr3fbyiolzuB81Z2Wg+3mhCw7J0CfX7D2JraMByz2JK3v8To/7l53Sfr6dy81Y0k0b8ygfxjoulpaCQttJS2vLyAQi74zYCRo/CKyqKqi3b8Rw2jNbcXCrXrSfhx4/habXQXlZBZ3UVJX/6CxF3fYvaXXuo2LyVxP/zI5pPn6Fy23Yi776L6k8/I2rZEio2bcHs6+vy+UPA+X37iV+1go6qKkre+xMA0ffei2YSVG7ehtAE8Q+twjs6Cu/4ONxDQyl69Q0i77ydzvJy7C0t1O3czbAffo+giRPxiY+no7yC6m3bEB7uyM4uopYsJnjyJHwS4vFLNNwQ/BITiLjjNio3Gc8mKHUmoXPnEjpnDk3Hj2O5Zyl+o0ZS8D9/pGrLNvxHjUQAensHwt2Nc2+/C5AMHBvCZaZQfFPpzxViyHwlhRC+wEfAP0opmwZ5rEVAtZTysBBi7mCO1QczMAn4eynlfiHEfwK/AH41mIMKIYIwrOvxQAPwNyHEfVLK9wYSUqFQDAJelkhG//IJJJL6fQcQgBCCuIdW4hYYhEQSNGkiuf/2EnEP3EdIWiqeVquhHElJXcZe4h9aiW+C4ZvqkxCPd3Q0njHDqFi3HrfQUMJmpRM0cSJesTH4xMdRtf1T4h74IT7xcXjHxdJRVU3Fxs3EPbQSH4ffbNI//H8Uvf0uQRNTCHa4O8TFrcQ9OIiA5GT8hifSWljE6X/9HSP/5WcM/+k/0FVdQ9Wnn2H91p34xMcx+ldP4jEsmnNvvU3YvHn4O9qUvP8nRv7Lz/CKjMTDYqF+/wFiVzxA2Kx0QtPT8B89iuDUmUTcfjvecbEEpqQgAImkZvt2Ylc8gFdUFL4J8bQUFFCxcQuWxQuJvncZQgiCJk68aENY+OxZ+Awbhk98HL4J8cRUV1O5eRvBkybhm5hAS0Eh59Z8QPyqFUgJRW+8RdDkifg6fGCdtBWdo/7gYYbd9wM8I8LxirJy5rcvEXv/D6j65HOCJk0ifHY6Aih84y28oqz4xBvjVWzeRvzKB8h96T+Ua4FCMTSU0jvubTSXeP18LRFCuGEose9LKdcOwZBpwBIhxALAE/AXQrwnpRzsDXqlQKmU0mlx/hBDkR1s7gAKpZQ1AEKItUAq0K8i6/Jhu1E/kydPlleDruuyOb9A6rp+ReU3O33ndYvM87qvu2vxca7dSz2Ta7le+2tzpWWX62uw2nxdOa9Wjqt5Fs5zu91+yXn1Ob/u6+5afK72767iluC6r7ur+WAY4gowrHbuQBYwdgjGFRhRC/7jOs17LrBpCMfbDYx0HK8GfjcEY04HTmL4xgrgHQyrcL/1b9o4slIaO691XaeloNA5eZclqbWwqFe95vwCTjz7a0o/WmtsgrmCvp199j2/Gvl6tulbpus6Nbv3oOv6FY3RX52+8+13/vkFNOcXXFIWJz1lutT4V3pPLtXf5WS5VRBCDBjGaqBrl2pzNeNcadnl+hqsNl9XzquV42qehfNc07RLzuuryqlQKL46Ukob8BNgO5AD/FVKeXIIhk4D7gduE0Icc3wWDMG414u/B94XQhwHUoAXBntAaViAPwSOYITe0rhElq+bVpFtKSjk1PMvULsng5wX/43aPRlIKfGJj2PUL/7JtQPcWa+jrAzZ3UXxe38ycmFfgssph/3RVxlztmnKy6fkw49oOptHS0FhL1lr92SQ+/J/UrN7D7V7Mjj1wm9d165ELuCi+fY9by0sIuc3L5Lz6xdpKSh0yTjQnOoyMsn9/X9Rl5HZa15OhfTkc79x9XPq+RdocQQg7+9+NOcXULb2Y3Jf+g/KPl53VfNSKBQKheJSSCm3SClHSCkTpZS/GaIx90gphZRygpQyxfHZMhRjO8bfIYco9JZjvGNSyimO+d4jpawfonGfkVKOklKOk1LeL6XsHKjuTavIGv6G4BVlJe6BH3JuzQe0FBReFHTdWc/DaiFszhxMvr6OQNADM5By6NwA059C1lcZ846LJfb+H9B47BjFaz7g5K+eASldsrYWFuEVZcXNzw8hBOfWfIDl7m9R9O77AyqzPvFxjPyXn8MF87vLGgS4lMqe1iGf+DhGPfkLYlfcT3tpGTkv/pvrHrnmlF9Ac14+TXn5eFgsJP3j3xOSltprXnUZmRS99a6xM73Hfe3X296hpJ96/gUqt2wjYsFdVGzaQnN+Qb/3r+/9zVh6rzJtKRQKhUKhuCw3zWYvpxXRqVxKJLErHsAnPh7fhAS8oqJASscGlZ8bm2Pi4/BJiGf0U0/SVlJC1dZtRCyYj098/IB993z96MR53jNwvU98XK/sQn2VMV3XKXjjbWJXPEDEgvnGZh8hCE1PwysqyjWPMat/hXdcLN7R0XjHxeIRFkbhm+/g6QgU35eO8nKK3n2f0U/8cy8ZnEHae87dOReEoOj1txBmE/GrVrjGBoei+psX0W02kKC5mRn91JOuTE095+XciOTMphS38kG8e/TlvI9SSsfmmgfxjorCrtup3bmbtpISzr3zHvGrHiRsVvpFr2ad9xe181uhUCgUXwEhRCRGqKqpQCdQhBFZIPcajxOH4as67jJ1UqWUHzjOpwAPSCn/4VrK8nUQQvwJGAu8BWwF/oyhUnwbWCOlTL1E2+eAXVLKz77CuCmA9VpYs294i6ze2Ymu6y4XgtbCIofy9a8UvfWu69yptI76xT8hgNP/+rteFlqv6ChM3t7UOV7j9/Uz7fnKvz+klEhdJ+a+7+MVG0PtngxOPvcbTqx+jprdewDDEtpWdI7T//o7OsvLEbpO8TtriLzjdkb/6klXCtB+/fUcSqCX1TqgpbO1sIiid98ncv6dLhlOPf8COb95EQGuuee8+G/U7N5Di8MvVmAoqPErHyS0R9rT0//6O5CS2AfvJ27VSkY9/UtG//KJXoquEyEEfokJruxObUXnOLfmA9qKzvWS7/S//s4lS2h6GgCNx7Kwt7bRXVeH0HXXc+uLU2nGcNpXKBQKheKKEYZ15GNgh8PdYAzwJBBxhe1Nlzr/CsQBP3CeSCkP3WBKbCSGoj1BSvl74B5gvZRyopQy/1JKLICU8umvosQ6SAGuiW/xDZ+idkxYuNy5di3n1nxA7P0/MNJ0Oqx+CGEorb/9915pOZ151D0tFs7820uGlRJoLS3l3Btvg8nEmF896arvfBV+bs0HvfrpidMnVAiIXfEAhW++Q8jM6dTuycDk5saoXz6BEMIV9B6k8ZvGUXY+c++AOemllJz+zYtICWOeegJ6WFR70lNOZ3rMmPu+j3dUlEtJdtZxxiMd9csnXBbbni4HzrGRklO/fhEhYPRTT1409+b8AnJ+/SKjn3qil4W4rxVbSiM9qS4lmiNUVEtBIaeefR40DevihUYM08y9rrSkl9gcc0u4Fqg0n99I1NpV3Kzc9GtXCHEbsFpKObufawL4N+BujK/EX0sp/+KIy/oMRrauFOD/9DkfD/wrRrQAD+C/pZSv9LTIOo7XAD6O4X4ipcwUQuwDRgOFGDvvjwI/l1IuEkIEA29iJB1oAx6VUh4XQqwGYhzlMRjREf6rn/nMx9h4ZQJqpZS3X6JPH+D/OeZidtyj9Y4NXEnAGYwfAD8G7ECulHKeEKJFSunrGO+fMTa56cBWKeUvhBBvO+7Bh0KIycDLgC9QC6yQUlYIIXZgJIyYBwQCDznO8wAvoAx4UUr5l4se6JUyUDiDG+Uzcdy4XuFvmvML5MFHfiyb8wuklP2H6HHVycuXzfkFsjkv/8J5Xr5sysu/6nBHuq7LJlf7PLn//pVy/4qHZNXOXa5+nXL1lbF61265Z9l3ZPWu3b367CXnAHL1J0d/IYEGkrWnXJebV399NeflywMrH5bNefmXlMs5l+pduy/cB0fbqp27+n12l+C6r7tr8VEhjL6RXPd1dy0+48anyLySemm322VeSb3MK6nvFW4sv7Sh1zWbzSZ3HimRNpvNVea8frb4vDxbfL7fej2v9Q291nPcnmPmlzb0Kut7/VLy5pc2DChrzzo9+xlozL6y9pxLf3Pvr0+nLHa7vdci6ju3/mTpW7+/8QaqO8B8rvu6+7of4B+A3w9w7V7gU4fiF4GRNcqCoaC2AvGOen3PHwWechx7AIcwQn7FAScc5d6Ap+M4CTjUo69NPWRwnWMols84jm8DjjmOVwOZjrFCgTrArc9cwjCymjllDL5Mny8A9zmOA4FcDKXbNYceY/+8x3mL49+7HTJ59xnvbQwXBDfH9TBH+XeBNx3HO4CXHMcLgM8cxyuAP1yL537D+8hqHh6u8Ddw8Uasvv6sfes4rYU9z/ujv376XndaJKWUjHnmqV5Wzp5jAL2OQ9JSGeH491JyXgk95RxI3r6y9pTlUnX7w+ljPFB7V70evrQ9fYCdbZ1+u5eSRaFQ3BiU17bw9KuZPLJ0HK+uy8Zml/x4+QSiI3w5klPFxzvymTM5ih2HS7DrgrmTrGzfX8qJmTHsOlqGLiVzJ0XzxcFi15szoWnMnRTFtr3FlN45nI++LACpYzab0IRg2bzh3DtvOIXlTRw9U83HO85i0+G5R6az40g5O46UcM/sBDbsKeK5R2cC8Mxr+3j2kRlomsZv3trPXTNiWbczDynhsWXjiQrz5WhuNRt2FbBkdgIbduYTFxVA1tk69iZbOHqmGpNJ45Gl43hz4ykWpcexfmc+E5LCOH62GpsuWD43gY27C1kyKwEpJRt2F5CeEsUd02JIsAbw4Re5/PWzs2gaIEFogrmTotl9tIxuu8TNLBBC4545CazbWYBAJzE6mHMVDcwYb2VL5jnKa5qwhPhhCfWmvLYNKXVeXXeCx5aNB+CVj7ORUmfiyAiyz9bw8NLxCE0jdXwE63YVMiExmGde24+Udmx2gZeHxpLZiazbWcDqh6dTUddOZLAnx/POMz4xiNWvH+C5R2dQUdvGK+uyefaRGTz+n7tTNr609Nh1W3SDTzrwJymlHagSQuzE8KNtAg5IKXuG4Ol5/i1gghDi247zAAxltafPrRvwB4ffpx0YcYXy3AsgpfxCCBEihAhwXNssjV36nUKIagzFu7RH2xkYvqmFjvbnL9PntzASKvzcUc8Tw9rbfgVygpGg4C0pZVuf8ZyMBMYBnzp0GROGRduJM2nEYQzl+ZpywyuyfbmcwtlfnStpc9Uy9FH++o7R81jTNMJmpV9WzsHg645xpe0HUrAH8zkoFIrBQwiBQCAldHTZ+ePaLOy6oLPbDsCWzGI0YWSh++yA8R2780gZuoSOLp2te4sdPUlMAuzSzucHi/HyMFFc1UKXTcekGd94dl3y/rbTCCFYvyuf5tZuxicGk5VXx5qtpzmeb3xvfvhlPl3dOqXVLVTXt9HU2kVJVTPDIvyYPyOWDbsLsNmNfQH/uzYbu91OZ7fE011j/a4C2jrtZJ2tw6TBnqwKPNw0NE1SU9+OXddZv6uA9i47e7IqSBoWwNmSRv72WS66hDXbzgBg0mBL5jm+OFTKvfMSeX+7oc+4mY29Dt3dkq17i3E3a3TZdO6YGsuOI6Ws/TIfk0mQYA3iaG4NSdEBfHm4BIC/fX6WLhu4m6HLBm4adOvwvx8ddxlKuu2GzG5mjf9dm0Vbp05KUijHztYyK9lKW6eNEcMCOVPcgCXUh4++yKWtU/Lp/nNs21+ChvFOeEJiMK0dNr44VMrurDKa27r5/GAJGJmqEodibQ0iJzEshP1xKWtR6yXOBUYw/u29OjPcCZz8FKjC2KisAR1XIOulUuz2DDVl52JdTfSoeyV9CuBeKeWZXpV7z+FSDDRez+snpZQzB7junE9/c/na3PCbvRQKhUIxtFhDfVicHo8udZ59ZAY//W4Kk0ZF0NltJybSFwBNgLtZw6wZx24mWDY3gR8tG4ubyfhm0xxfq2MTgwBDSVucFosQhrJ259RhaELw2LKx/PCukUxIDGZxWhzf/1YSYxOCAbCEemPWIHl4EF4eZu6bPwqQrNuZh4eboKa+jdWv7WXtjjwWpsZhNglSkkKw2WzYbRJ3M8ybHMXitDjczBruJsG98+IZEROASUjSxlv48Ms8Hlo8locXj8XNpJGcGExJVTMAEoFJ0zA55jJtTBhuJoEmJPXNhr4yLMIHk5DY7WA2wcxx4bibBekTIkmKCUDXdbptNsYnhPC9OxIxmwTltc3Yjd8ETBkdjo+nidumRAOgS0OpTRkRgi51ZqdYMAmIDvPGzQRzJkbhZhLklTawIDWWe+Yk8P07kyipasYS7MG5ymYsoYa7ZsV5QyeLCvMCYFRsAG5mjdkpEcxKtuJuhh1HSsDYFHWz8wXgIYR4xFkghJgqhJgD7AK+K4QwCSHCgNnAgSvoczvwY2GkpUUIMcLhc9qTAKBCSqlj+JE6N4k1A34D9LsL+KGjz7kYfq5NVyAPwF5gjhAi3tE++DJ9bgf+3uEnjBBi4hWO4+QTYJUQwrvPeE7OAGFCiJmO625CiLGX6fNS9+aquOkssgqFQqEYXLptOu9vP4OU8MCC0YQFepJ5vILk4SEcz6vDbMJQ2swm7pgWw6aMIgDWfpnPt28bgcNoi5tJQxOCwvIWzBrYdDh0upr88hbGJwSx81g57Z126hq7WLergL9+fpbObh1vDxOaJvB019iTVYlNh6y8ehamxREe7MUrHx+nq9uw6K7blU+CNYCsvDpA0tFlJ/NEtWsumh227i3B28OElICQfPh5ITqGsv3J/hJ0oPp8GyaTibZOO6fP1dNlMwxQAX7uNDR2ojvsUUfP1CIE2O06e7IqSE+2sCerAiEMk5Vuh/0nqtGBPccr2ZddiY6hnGZkV9LS3o3NLpk5LpJjZ2uQ6Bw5U4vZJAgN9MbdJOiyS3QbZGYb8/jicCldNiitacPNJPjySDnddom7hFGxwax+fT/jE4Jp67TT3mXc/KKKFmaOC2fviWoEUFJjvEUurmqh26bzxqYz5BY34OluzPlWQEophRDLgP8QQvwCwzJaBPwjhpI3EyMqjgT+WUpZKYQYdZluX8d4HX7EoQjWYOzu78n/AB8JIb4DfMkFi+5xwCaEyMLwJz3ao81q4C3Hhqs24MGrmGeNEOJRYK0QQgOqgTsv0efzGCHJjjvmUARccVIFKeU2h9vEISFEF7CFHj98pJRdDteL/3K4Mpgd410q09qXwC+EEMf4mpu9bvioBWr37DeSm373LKi1+w3llli7I8dMkM/+/s/Ut3Rx4GQlM8ZZDB/VOQl89EU+cydHMzzKn6Nn61g6K45PD5zjkwPluGnwrZmxJFr8OHK2lskjw3hzUw6zU6Lw9zXzp0/ymTYqhAOn65g6KoiDp+uZMTaMhKhA/vb5WQSgI7htsoU9x6tYNjsBhGDtF2cZGR9CYVkjNrukq9tGtx2Sk0I4XVRPZ7eOSRjW0r0nawAYHu1LfmkLEkiM8mX6WAvrdubTZdOx2R0WZTcTHQ7F74d3JbE54xyxFj9OFdS5lHHo/V51xtgw9p2swSRA0+DbtyVyqqiBrLN1/d5Lw/0CIoI9qTrfgdkEk0eGcqqokcVpcXy0o4DObjuzkq2cKKijo7OLjm6JlEb/ug53zxzGjsPl2HWdaWMjOHK6ii4bfPf24YQHefP7v2ThYRbY7BK7hEBfMw0tNubPiOaLQ+VIqWPXDTmSk4I5mX8emw7pyRaWzopj59EKNmUUaRtfWnpjKwQKRT8oRVZxI3JLKANq7X4juSXWbmDkcHnXqv/AZBIkRgdyLLeWlBGhFJY10tbZTbcNkqL9OVvahCZgdKw/J4uaCAtwo6axm5QRoRzLrWXEsEDySxuwS0gbH8GRM9V02yW2AZTEqFBPymo7XGUmzXBf0KWks1uSPsHC0dwqurolui7RJXh5aERH+JNb3HDRPEwa2PULxyZhKIY2CVFhnoyJC+LzQxVoAqaNjeDAySpsuuFzJzQYFRPAyaJGTEBIoDvVDV2kTQgn43h1r74B/DyhuY9npAZMHRPKwVO1eHoIfL3cqW644P44Ypg/uSVNJEX7U9fYzpiEULq7utifYyjFbiaYNymK1k4bR05XMSwikNySBkL8Pahr6kQTcMeUKD45WIabBvHRAeQWN7qs3yOG+ZFbYrhImAB/XzfqW7oxYfjLursJJo4IZZ+h/H9v40tLv3oIJIXiOqF8ZBUKhULRi4hgb5bPS6TbppOVW4ubWZB1tpYJw8NwMxnuf+W1bYYFVcLJIsO173xLN+5mjeLKFkYMM5Qup2qfkV3FvMkxeJj7jzEvgKp6Q8mLDvdGEzisiJLv3J6Ep7uJrLxaJo6IoNsuGZ8Uip+PG/fOS6K2oYOIYE/A8FdNHRcOwN/dPpyUEaGA0ZdNB+mQp6ymg08PVqBLYw6Z2VWuazqAhJNFjUZboLqhC4Css+dJGx+BrhtyOumrxDr72X+qFh3otsleSmxogCe5JcZ9yyttItYSyJ6sCg7nGhvbTBp02+Gzw2VkHDcssLklDVhCvKlrMvrRJXxxpNx1nFvcSFSoFzaHgu1UYp1zqG/pdh1rGnR2S6cSCxDb74NRKG5wlCKrUCgUiov46Mt8NCG4b/5IXvxxKt+aGs3eE+VMSAzC3QTDh/lzx1RLrzbSbmwmumt6FEF+xhaM26dEMX1MKO5mQWKUL909zZjAOMdGsMQoH5y22ZLqNtf1KaPDjZiW0k5nVzd+Pma+NS2K3OIGFqXFERbkRbfNxvfuSCI6zJva+naO5tbiZoKS6lZKKptIT7bgbsLwbdUhKcqPUH831xi6hAAfM55uGuMd8til8QVpAr41NYoZY0JJGuYP0o4udTQNUseFuza0gaGMj4sPYProEMYlBAJgCXYHYNLIEOZPj8bDLIgK9aKjs5uZ48K4a1oUM8eH893bE5iQGMy9c+KYOS6cqaPDcNNg+pgIBDA2LojpY0IZlxCEJcjoMzzQjCYkM8eGMyreiNw0Jj4IU49vdpNmuFbMGBPKtFHBjI3zB+DRJaNImxDJnVOspI2PBGNDj0Jx06FcCxQ3IrfE61nn2pVSUljeRLzV3xVKp+e5k4HK+14DBqzXX5s4ix+F5YblJyEq4JJ99yefruvsySonPdmKpmm9+i2qaL7qeRSUNQ4oy9XIdbmxLtdn3/t4NX0NJNv/fXnHLeFnGGJNkmnf/3d8vMz8+kdGWut/+q9ddDlMfWYT2Ozg7qa5Nl3Z9Qs+nX3xcNPo7NaZOCLUUDLNGt02HTezhoebiZb27ovaeLqbmDo6gj3Hy0FeGEsCE0eEcTS3Bk93Ex7uJmw2O7oUtHfaEICnhwldl3R268xKsZJb3MCIYYHszirH5JDR08NMe6ftojG/c/tw3tt2BpNm+Jy6mYVDRqNubKQf5yqbHffBqAPgZhJ0O0J/OeMd9V0I3h5m2hxjGnJekME5P3q0dTNr2O2G0mzrZz+W0//WiQAWpMWwOcMIfTYiJpDymhZa222u/rodz3BkTBBnS+rRjSSZSEnVxpeWRl48ikJxY6OiFigUg0Rnl52dh0uQwJqtOfxy5XQSogIoKGtk9Wt7WZwez6RRESRGByKEoKCskefe2M/TD12oB4bCV1jexAtvH+DJFdMAXMcJUQEDKoeF5U385q39zJ8Zx6Y9BYDgmYdnuNo4FbGCskaefX0fDy0Zx+yJURSWN/HrN/dxd2o8y+cmsnZHPmu25FB1vo175w1nT1Y572w+xYMLx/DulhyeeHAqQgjirf5IKfnoyzy2ZBSwcvE4ZqVEuWSJt/qTX9rAU3/MxN1N4+mHZlBe2+pSkMFQEPNK6zl6poaJI8L47ZrDPPHgVABKqpp5Y8MJHl46ntkTjX53Hyvjnc2neHLFNJcMl1JCnff4V6umUV7b6moLUFrdwtubTrAgNZ6JI8Ndz8UpV0/Ftefz6Pl8MOJIHrtGS+i6YQ315fEfTCI63JeEKMPS98KPZ7JuVwFTRoURFebLjiPlzJsc5Qq2v+NoOXNSLHx5pIyRwwI5fe48wQFeRIb4YA314XjeeZbOjmPdrkKSh4eQdbaOlBGhCE1QWtlMdX0bYUFeIKG2qYOJI8JJiApg+thIpJRYw3woq22h5nw798xJYP2uIpKTQtA0jbLqFt7afIp75yUQEexDVJgvUkqyztaxbG4CxVWtxET4EODrQWZ2OYvS4kkeEUpZdStS6lSdb6O+uYM7p8WSEBVIRLAvEUEe7DxaztxJUWiaRklVE7nFjaxcNIqPd+ZT39zJvEnRVNa1gzBClpXXtCJd6cmNe6nrOrnFDYyMCWJYpJ9jTInQhDGnqhaqG9pISQrj2NkawgK8EJqg+nwbKSPCqKxrJyLYky+PlDEiOoDTxfWMjAnk0OkalqTHcaKgntAgT5Bg0kykJVsYFRNCdUMby+cOp6iimZKqJqrr20lOCuHomVrOVTTy0+9PZN+Jauy6HU3TeOmDo/Ov34pTKL46yiKruBG5JSyyTquWl4eJeVOG8cjScZhMJs4Wn+cX/72HLpvEz9vMj5YnkzbBwtov89mwO49Vi8dRU9/GXz/PxWTS+M2P0kiICnBZRZ2KlFOpciqiQsDTD81wKR5SSnYeKeGVtdkkjwhl+dzhJMUY4f92HinlVUdGn7KaVv649jge7iaeeXgm8VZ/PvziLO9tzWH+zFh2Hytn5rhwdh6t4Nu3DefTAyU8uHAM6clWiiqakVLy4jsHeXLFNEqqmnj5gyPcnRrHwVNVPLhwDFFhvrz4zkGeeHAqh3OqWLPtNPfPH0V4sDe//9MRHv/BJGalRLEnq5zIYC+e+J9Mumw6C1PjuHO64ba3+rVM2jvtIHXc3Mw8/1gqQgiee2M/qxYbYxjHY4kO90UI4VLYe963XUfLeHPjCR5cMNqROWkcMZEBrH5tLza7Yb3burcYDzfBt29LYvLoCDRhWKGff/MATz80ncTowFveInuz/d29Umv61Vrwv2GoG6K4KVEWWYVikAgN9OIH30riwy/z2ZxRRFNrFz/7wSTKalrpsklMGsxKtvLO5lNU1rXy3tbTpCVbeG39CZrbHK9au+0cOVONlJJXPs7GGurD8GFBxFv9Xa/3pZT8atUFi2RPauo7aOmwkXG8kjiLPyNiQygoa+S19dm0tHVz9EwNmzKMTIx3z4yluNLo8955wwH4eEcezW3dFFW00Nmts/bLfL5zexLW0AvxwOOt/jy5YhrxVn/sdjvenmbmTY4iJMDLZfF84sGplFa3sCmjEF8vNyaNMvwevT3NWEN92H2sjJc/OMJd02PosukIIDO73KXIzhxnYeu+YoZH+5FX2kxxZRO1jR1022xEhRkB+ru6bfzv2iyQ4OFu4qEl46g+38Z7204DEBXmy5sbT7Ji4WgOnqqitcNGbnEjcyYNY8msRN7bfpqQAE/Mjk0w72/PZf2uQtzdTKxcNAab3U5xZZNrzk5LuNMK7rj3t4RF9mbD+cPlWtVTKBQ3D0qRVSgGidqGDuqbu+js1omJ8GX3sXICfD2YNykKD7NGp01nd1YFjy0bj67reLgJss7WsHRWAgXljWRmV6EJWLczDyS0tHdTWt3i8lN94e0DzJ8Ry8Y9hTzz8AwSowOBC1YnXddZvyuP8CBPqus7AImUxueRJeN4bcMJwoO9WLV4LK+tz+bDz3PptIHdbsPNzY1lcxLA4SpQXd/GiJhA7p4RzesbTrN2Rx4/Wj6Bd7fkcP/doxBCIzbSl/LaNtzdTJRVt/LRF2d5bNk44q3+7D5WzhsbTrBq8ViiwnworTJeJRsZjtqwhvrg6+2GcGxSkcDdMwwl9oW3DzB5lLHzvKSyBS93waGcKnZnVeDjaaK0usXIIqUJbHYjVeji9ETe3HgKIeC+u0eTNsEIWm+32/jycBlHc2sYGRPE/pMVjI4PZtncBBBGXNK/fpYHuk7SMH9+tHwCmjBeXeu6zn9/mIXZJJg7eRgZWeUIAYtnJXLvPOMVLrdGmk+F4mvhSH1a2Ke4UUoZOPTSKG51lCKrUAwakozsCjzdNc43dTAiJpD9JyoYGROE2ayBkNwzO4GoMF+ef/MAJpMJm12yYU8hUhoKWbdNYrdLwoI9+eFdI4kK8+E3b+3ngQVjeGDBaN7adArdoZzmlzYgpaS0uoU3N55k1eKxdHbbaWw1rLuF5U3kldS7/E4fXjKWP67NZvXD05idEs0n+4zvnYOnqth3spqq+aPYtu8cy+cNp66hnS17zxEe6EVbhw1vTxNSl9w1I4b/+TCL9i6dyrqRbM4oYlF6PLUN7bR22Kht6KSwvIlXPs6i26aj6zpHzlTx3jYjP/2i9Hje3XKKBxaM4dF7xvPmxpOujUOHzlQzeXQEDywYzSsfHweMTSnzJsewde850idYiLP48eq6bMwmweyUaHYdK2VRahwSnV+umILJZHL5sK7ZmsP44WHsyapgREwg55vamT7OwjubTwGwNbMQJDyyZCT/szaH0qpmBIKjuTVs2p1HVJg/Z4rrEZjYklHEgtQ4ANZsyQFwWrHvHbr1pVDc8BwF/s1x3HU9BVHcuihFVqEYJKyhvjy9ahpfHi7li0PF5JU0ct/do4gO90XTALtg454CIkJ8+dWqaZRWNfP6xpM8tGgMtY0drNuVj4ebZNmcRF5ffxJdl0QEefPAgtGs2WpssvrVqunous7RMzVs2J3fa5d0VJgP984bzp8+yXXFyUyMCuLJFdOIs/jx2YFiWjtsfPDJWY7l1jAhydiAM21sJKnJ0aRNsBAR7M3r67NpaetCE3A8r4b77x5NeJAXb2w8SbfNjqYJfDzNCAE2u531uwp45uFpCE1j+dxEhx8tdHbrvPJxtkvGRWlxPLxkLCNjAnl1XTarH57OqsXjeGNDNp7uZnKLG3nmtX08/1gqcyZGG2lQhUZwgAee7oLDZ6o5drYGTROkTYgiM7scXZd8+KWRvUkIje/cPgIwXAH+5f7JfHbwHGYT1Na3s2hWAtv3nXP5+1bWtfLethwSowKQGO4Fh3Oq+OCTXIZHB3CmuJ70CZEsmzecY2dqWb+7AJMG6SlWtu0tYvKoCDa+tPTYkC4yheLGpgb4zHF8cWgKheIaoOLIKhSDhIe7iWNna9iUUURKUijzZ8awbE4CCVEBzE6JprNbJ84SwNubTlBW0+qIgaNz4FQVH32Ry6LUOOZMjCY5KdS1MeWtzaeIDvdz7eSPt/pzLLeGd7fmkDbBytOrpvHw4rE8smQcQgg27C5AlxDka8bdBCkjQ0mICqCoopn9JysYMSyQwvJ60pItlFS24OtlZliEP9HhfgDoumTmOAvddiPMT7w1gPAgL1InRDJzXCR2XWfZnEQeWzaezRnnuGf2cMwmQUVtO8vnJpJxvILYSF9+tGwCj39vIj9aPh6zJkhPtrBq8RjOVbYgJTS3dVFW08rsiVGsWjyW5rYuxicGsTg9jsOnq9h/spIFM2MQAjbtKWLe5BjaO+0sSY9jdko0+06UsyA1jrmTovH2NLMozYi44ETXdd7ZfIotmcWYNI2Vi8eSMiKU++aPdPn7hgV44mYWxFsdc5dQVNmIp7tGWU0L7mbB1LERmDQTk0aFYzYZCvSZc/U8sGA0UkoW/2y92jCjUFzgWxjKbA2w/jrLorhFURZZhWKQ6Ow2rJMAmSeqARibEEp0uB97T1TgZtbIOlvLgrQ4XlufjSaE69U34LIsBvt78sjS8VhDvdE0jXirvysE1gMLRrN+dwGe7ib2nqhkdHwwr204idkkePqhGSybM5x3t56mvsWGh5sJTWgUlDUSZ/Hj7tR43tuag6eHmZMF51mUHk94kJGp6NnX97EgNZb3t53Bz8eNH34riROF5zlb0khW3hFmnbKy+5iRUWj97kIeWzYBIWDiyDCEJnhn80lOnzvPloxCqu4ezfZ953hyxTSklOhSkpFVQZzFny2Z51i5cDT+Pu5Ehxshk04X1dPSbiM7v57s/HqEwLACB3qxbX8J356XhDRyL1Fc1UJmdiUL0uLZuKeQxpYu0pMt3DYl2hXSC2Dtjnyy8oy0n9++LZFhEX4898Y+Orvsro1hr288RWe35JMDpa6YoJnZVSxMjWfXsVIk8MaGU5g0jYeWjGPlojG8tSmHVYvHEB3ux4vvHAS12Uuh6Ml+4CnHcf31FERx66IUWYVikPBwM/Ho0vH8ce1xEIJlcxNdYaBWLR7HWxtPsjAtnpSRoew7UcnKRWOxhnpxLLeW2SkW9p2sZub4SCaOCuO37x52xSwtKGvk3S05PLhwDNZQH8wmjUe+PY7oCCOCgZtZY+WisSREBRBv9Sc00JPTRee5fWoMQghX/NN75w0nPMgLa5gP5TVtvLXpJFLCqsVjEcJIU+rv684jS4y+t+4rwc2ssSgtnoM5VSxMi2NPVjmPLBnHrBQrwxzjb993jrtT49m+7xz33T2a5XMTmTwqwhVR4cfLk3ltwwkigr0RAqIj/Hju0VTHprAytu49h5eHmXvnJhAe7I0mNGY54sYKTWAN9eH5Nw/g7WnmVFGDa4zbpwzj84MlbNlbxPG8Op5/LNW1Q3353EQKyhrIPF6BJcSPhKgA4xlsOsnKRWNJT7ZiDfXhs4Pn2Jp5ju/emUREsA8gmJViZVRcsFF34RgQgjVbc7j/7tGG/OFGf0+umMb/fXlH1vVabwrFDUitlPKzy1dTKL46Ko6s4kbklng9O2XKFHnw4MF+kxUMlGHKedwza1bP630zUF3qWn9xMi+VVcwpZ7zVn6KK5otkuNT1vvMaKOvX5erous7uY+VEhfn0SkjQt31BWaMRVN4RTulK2g+Uoazv+D3r9Hff+ntGPca5Zdau+rv7jeOard0eUQs2SykXXat+FYr+UIqs4kZEKQOKmxW1dhU3K0qRVdyUKNcChUKhUCgU1wwpZRG3yI86xY2PilqgUCgUCoVCobgpUYqsQqFQ3CIIIVr6KVshhKgRQhxzfB6+HrIpFArFYKBcCxQKheLW5y9Syp9cbyEUCoXiWqMssgqFQqFQKBSKmxKlyCoUCsWtz71CiONCiA+FEMOutzAKhUJxrbhpFdmesSSvVV1nPV3Xr7jv681Ac7vcnL9qu6vt/2a6lwrFLcpGIE5KOQEj7/0711kehUKhuGbcdIqsU0EqKGvkhbcPuI77U5R61v3NW/vZfays33q6rrPraCl5JfU8+/o+dh8r44W3D1BY3tSrr/zSBvJLG3opZ33Lncf9XXO2cY5ns9nYdbQUXdcvktlut7PziCHTQMqglJLdx8r4zVv7L5J119Eynn4lgw8/P4vNZnP15eyjsLyp3znuOlrK6tf2uoLfO2XtKeNA7ft7PruPlfHs6/tc8vedm1MeXdddZSpfvUJx7ZBS1kkpOx2nrwGTr6c8CsXXZf78+RJQn1v/c0XcNJu97HY7H32ZR3iQF+9sPsWC1Hjumz8SKSUvvnOQJ1dMI97q3yvjjq7rPPfGflYsHMXwaH/+96MsLCHemEymXtl49mSV8/IHR/j+nSPo7OpG13WeeHAq8VZ/V0YfKSXPv7kfXZcsnpXAtr1F/HLldMDIS69LycNLxvLa+hNICc89OpOymhZe+fg4IHhs2XjWbD3NkyumUVLVxMsfHOHkzFi2ZJ7jVGEdjywdR1FFM6XVLby75RTzZ8bx3tbT+Pm48eg943l3S44rRamTgrJGXluXTVqylZgIHwrKGom3+hvl67Pp7Lbz3vbT1DW1szmjCA83wd9/ZyKzJ0UTb/XniQenYtft7DhcTHS4H0II3tx4CpvdzpHT1cRG+vLGxlNs3lMIwOyJ0a6x4yx+3H/3aHRddyntu4+VI6XOu1tyeGDBGO6/ezSWEC/sjjoFZY0898Z+FqYZc/P2NPGj5RNcGal+/+dj+Hq5gcpXr1BcM4QQFillheN0CZBzPeVRKL4utbW111sExQ3EDa/IdnYZitapwjq27i3Gw01j6pgI1mw7ja+XoeTdf/do4ix+LkVp1eIxrNl6mvvvHo3NbucPHx6n22Yo92t35JFTWMfC9ETunTccTdNIT7YChlWwrdPOGxtP8ewjM10K7IvvHOSJB6fy1MppHDlTzYZd+SyZlUBspC+F5U0sSI1l3c4CpG6MIaWkpKqZV9dl09llw83NhDXUx6Vs67qOn487o+OC+OJQKZsziiiraaGgtAGhaTyydBzpyVbCAr0QQNoEC1Fhvi6FEXDJZrPrbM08R0iAF9v3nePJFdMA0ATcNiWaIF9PwoI8MWnQ2S35n7VZSCTDIoxUm6tf20dTazc+niZ+/aM0nlo5lY935LNmaw7nmzvYklFIeoqVtAmWXs+lsLyJV9cdR0p4/rFUSqubeemDI/h6uXHPnEReXZeNEPDQ4rHYbDolVc0Mi/BDCEhOCqGo3MrR3Cr+56NsOjptPP79idx31yhSRoTy+H/uvq756oUQLVJK3z5lK4DfAWWOoj9IKV8fatkUisvgLYQo7XH+MhAmhFgC2IDzwIrrIZhCMVisXr2a1atXX3H9+1dvo6G586LyQD8P1qyefw0lUwwFN7wiW1bTwksfHMXXy4yHm4amCU7k17FgZhyBvm7879rjeLhpDIvwcyh2dqQueeLBqcRZ/DhddJ5NGYXERPpSVddKZnYlaRMsvL/tNBHB3qQnW1251aWU1NS3k5wUSml1C+9sPsmDC8fyxINTSYgKoLC8ic0ZhXR02fh4Zx4AG3YX0Nltp6PTjhCCe2YPZ8PuPHKLDZcAmx083LVeueillCydlUjaBCvV59v506e5HMutJX2CheyCOqLCfDGZTAyL8OO5N/YTFe5LeW0rb286yYpFY4kK8+XFdw7yiwem8KNlE5DArBQrk0dFuHLBL56VyLtbcnA3a5hNArsObmaBQPDquhNommD1wzN4ZMk4/mdtNiaTQAhBaXUze7LKuTs1locWjyHY35Nte4vYk1VOdLgf8VZ/l7Vb1yWaZswrKswXP2837pmdSMqIMNbvysdul5w5d57WDhuvrT/B84+l8vRDMyiubCLjeDnzZ8SyO6uMtGQL1jAf3tt+hkmjwuHGtciqEEaKGxop5UDuYk8MqSCKbzRCiOnA7wE7cEhK+VMhhDvwFoaP9tOACfhCSvlLIcRcR3mho4uXpZQbrnS8Z5999qoU2f6U2EuVK25sbnhFVgi4b/4IJo2MoLSqmT+uy2ZMfBC7jpWi65K2DjuTR1oZFu7Nup2FSCl5c9MpHl46DoCDOVXMSrGSkVXO/BkxSGBkTCCxkX6kTbC43AqklAgh2Lq3CAls2lPIovR41mzN4YkHp1JY3kRspC+L0hJYtysPu11n/e4CFqfFs3FPIcvnJFLT0M6WzELGDw9jc0YRC1JjCfL3ZOKIMEqrW3hz40keWjKWVz7OpqW9G13qbNxTiJe7ieSkMKaNDedU0XkA8ksbKKlqRkqdo2dq2LaviPkz43hjw0l+tWoaTzw41XBDcMiXcbyCtAkWCsubiLf6s3xuIgWlDew5XsHtU2MI8vNgw65CHr1nHJqm8cbGExw5XU14sBdeHiZWLhqLlJKqulYk0NTSiRCCb9+WRHiQF698nA1Ils0ZzrZ957j/7tFommBJegJSShKiAnj0nvG8ufEUyUmhzEqO4rMDRWzfX4y7CeZMjCLO4ofJZELXdXy8zAgNbDY7e7IqiLcG8MSDU52P/SMgccgXm0KhUCiuBeeA26SUHUKI94UQ44EQIBP4Ukr5CYAQ4kshRJijzRop5VODIYzTfa0v+9c+R2hMMgC1xVlMX/70VfehuP7cBIqsYMpoC4nRgZTXttHeaSczuwofTzPL5w3nfGMn2/adI8DPgy0ZhSxIjWdETKBL4XtyxTRiI32Js/iz9ss8WjtsbN1bjL+PO1PHWFyWWCS8tekEo+ND2Li7AAlMGhnOlNGRSCl54e0D3Dd/JOt25fPwknFoQvDmppNomsBkEphMJt7blkNaspXTRedJS7awO6sck6YRGeLDq+uy0XUda6gPj90znlfWHae+uQNNwNK5SWzKKCTnXD2rFo+lrKaVNzeeAASLZyWyfd85Hlw4BmuoD1syi1zW3Tc3nmTV4jGU1bTy8geHOVUYR+bxCp55eAZCCI7nG35EGccruGf2cNq67GgmE7MnRlHd0M6aLTn4eJl59J5x1NS388aGE+hSYjYL9hyvJGFHPt+5fQTR4X5omsBul2zOLGLV4rFYQrzRdcn63QVs3XeOX62ajpFaW5J1to6te4swmTTsuk5YsBebMooYFRfM7InRhuV6znA+2H6Gu2fGsuNIKVsyi5gyOtJpUb73+qy2y3KvEGI2kAv8VEpZcr0FUigUihsNKWVlj1MbhmX2W8DbUspuACGECagEmi7u4WKEEI8CjwLExMSwevVqnn322Z7XAXjmmWf6tc46rztZ9Pg6QmOSydn1FgCjZ69k08v3IF6+oikqbiBueEXWEurj2uA0K8WKbrdzurieUTFBvP9JLv9y/2RCAr1YOisOgAMnKxkVF0zPNatpGpNHRbAls4hlcxMAwaSR4a4NX8Mi/Hnh7QPMGG9la2YRP7xrFBNHhiGEcG34emDBaHS7Tkt7t9GpEKxcNIb3tp1h1eKxWMN8kIzik/3F3J0azybHBqnF6QlYQ33QNIGmmdA0jdmToqmqb+O9radZkBbH8nmJTBoVjpSSsppW3t1yilWLxxEV5gMYCrXzHjz90AzXhi5jU58gPdlCdf1oNu0pRO/hR/vIknG8tuEES9LjCQ304KffSyE92bDaLp+bCNJQTGsbOnlvWw4LUuMZGRPI25tzmDE+0qgDJEQFsPrhGZRVtxAV7ktidCAFZY14uJtZuXAM0RF+2O12/vejLB5bNo7ZE6MJC/JE13W+OFxKdl4dXh4mosIMn2KnW0RkiA9pEyzcNmUYx3JriY30RQjBxpeWHhvMNfUV2Qj8SUrZKYT4EcZrsNuus0wKhUJxwyKEmACESilPCSFGSClzHeWPAv8MbHP8TQW4XwiR7mj6z1LKAz37klK+CrwKMGXKFNnTL/ZKrKU9ry/+2fp+6yx6fB0bX1o60Fwu2b/i+nHDK7IebibXAtI0DZPZxPZ9xYyJD+XJFdOQUrJ93zkigr05eKqKBxeOIT3Z6vKZfeHtA67d/k8/NMO1eWvqGIur33irv8tyOzoumPRkK0UVza62AO9uyeEXD0zhZz+YhNQlv//TEX76/UkuGZwbwqaMjiTO4sekkeGUVrewZmsOk0aF8+wjMwFDKRTCUKQ/3pHP3uxKvjU9zqUcrtmaw4MLxzArJcoV4urJFdNcsjoV2oSoAB5aMo53t+QwLMKPb9+WxKSR4a775pTnsWUTeHVdNs2tXfzsh5M5V9ni6vPbt49g8uhIYiN9QcD2fee4Y1oMTz88o1dUByEEmqaxZttplyzO++ms97fPcmntsFHb0InJZCImMoAX3j7ALx6YQllNK1FhPiRGBwK4Nr0NHxYEQEVdG+9vP01EiHevyAg3ElLKuh6nrwG/vV6yKBQKxY2OECIY+APwd45j199QKeWrQog3gI+EEBMdxYPmWjAQtcVZjJ690nWcOKV/JVZxYyNudJ+PKVOmyEOHDrnOdV13bc7SNM0VHssZcqunAua8drmy/uhZD+jVZiAZ+vZ5qbGc4ajggnLbt/7lZL2SccHwty2raWFWShRCiKuW9Uqu2+121u7IZ/ncREwm0xXfZ7j4mWL4KFw3Boha4AphJIRYBvyLlHLGpfrpu3YV3whuCbONWrvfSK7Z2hVCmIENwLNSyv1CiL8DkFL+VQjh4YxrLIR4H3geiATuuFJFtu/6VFELblmuaE3edIqs4hvB9VZkdaC8R9HLQBhGDE5nCKMfSylPX6oftXa/kShFVnGzci0V2e8D/wWcdBR1Aj+QUtY5XLO+h/FG+Esp5a/6iVrwhpRyzUD9q/X5jeGK1uQN71qgUAw1KoSRQqFQfHWklH8C/uQ8F0L8ndM9S0r5R+CPfervAGKHUkbFrcNNl6JWoVAoFArFzYOU8q/XWwbFrYtSZBUKhUKhUCgUNyVKkVUoFAqFQqFQ3JQoH1mFQqFQKBTXnK+YqvaKoxdcjquNZnDgwYfobmjoVeYWGMi0d964FuIoBgllkVUoFAqFQjEYOFPVzgLCHalqU7mQqjZdSjkTSO2Rqvaa0TPzl5NLhYPsq8QOVHYlfSmGDmWRVSgUCoVCcc0ZjFS1g83P92UwJcxILnSoppp/n5F2nSVSXI5Bs8gKIVr6KVshhKgRQhxzfB4erPEVCoVCoVBcf3qmqgX6pqo9A9Q5kyRcoo9HhRCHhBCHampqBqy3evVqhBC9MlMKIXq5GDjL+n7SN6xlSlg4fziZzR9OZjMlLJz0DWsHrK+4MbgergV/kVKmOD6vX4fxFQqFQqFQDAE9UtU+1F+qWmAkEN0jVW2/SClflVJOkVJOCQsb2Ath9erVSClxJntyHvdUZJ1lfT97liy/qL89S5YPWF9xY6B8ZBUKhUKhUFxzHKlq3wP+yeFmcAfwueOaB4CU0g60Au1DIdOlFFC3wEAO1VTzk7Hj+cnY8RyqqcYtMPAr9aUYOq6Hj+y9QojZQC7wUyllyXWQQaFQKBQKxeDyHWAq8FvHq/hO4AeOayuFED1T1Z4WQkRey8GfeeaZq6o/7Z032HstBVAMCUOtyG4E/iSl7HTkW34HuG2IZVAoFAqFQjHIfMVUtTuu1fhXE3pLcfMypK4FUsqeDt2vAZOHcnyFQqFQKBTXB5WqVjEYDKkiK4Sw9DhdAuQM5fgKhUKhUCgUiluHwXQt8BZClPY4fxkIE0IswYgndx5YMYjjKxQKheIroHd2YrPZKP94Pe6hoXhFR9FZXo67xUJnRQVSgleUhc7yStwtkXRVVOBhtdJRVoYuQRPgYbXSeOwYHuHheEVF0VFejqfVQntZBUKAh8VCd2UlQakzqcvIpLO6Gss9S2nYt5/g1Jm0FhTSeCwLn/HjaM0+gc/4sZzfuZvgObNpOZ6NW1gYXlFWmrOO45c8AZNJQ+qS9vIKvKwWJNB4LAv/5Al0lleAgJC0VOr37iNo5gzOZ+7F02pBSugoLwcgND2N9qJz6FIiBOi6pKuigqDUmZzPyER3zLuttJzu2hos9yylfu8+PK1WpOxRN3Ovq6yzogIPiwWTpuEVF0tdRiYeFgsd5eV4RUWBNGT2tEbSUV6Jl9WC0AS6XafhWBYeYWF4RVvpKK/EwxJB8/FsIpcuoWHvPswREbRkZ+M7fjy2qioCZ86gcsNGIpcspn7vPtc4nlYrneUVuEVG0HI8G7/k8XRVVuEeGel4npL83/9XStr6j45d14WnUHwFBk2RlVIOZO19YrDGVCgUCsXXp728guwnnqIt96xR4O4GXd1gNoPNBoDw8EB2doKmga5fqOPEzQzdtt7t3dyg21HH0VfoyZPUbvsUgLr9B2k7m0f4ghyqP/vcaCMESOkap2rLtgtjmDSw6/CnvyDc3JC2brDZwcPdGFvX4c9/dcncmJNDzbZPCU6byfk9mQh3dyRAV5fj+mnqdu5Ct+sIIZB2O3R34/f5FzQfO+6Y14U51O4/SPvZPGMuJhN0duL/+Zc0HcsyyqQEu91ogyT09tuo3fYJmE2GnJ6eYLcZsjr7dXdDM7uhd3UadXqO6bgH57OyaTmefeHeO/71Tkqi7exZzh87blx3Pq+e9x3gTyZDrh7PE9gORHythXMVCCEeB5YD9wH7ufCG9gNHWK4BKXf88LiW3L96Gw3NF4eyDfTzYM3q+VfUx9WmxFVcG1T4LYVCoVD0RkpDiTWZQAiCpk4DTRA0fRoIgeblRdS3l6N5eICuE5CSjMndAwT4JSeDJgi74w40L080L09M7h7Gvx7uxr++vkZfgCbMmHx9EO7utOXloXl6cD5jL5pmAsDk7U3kgruxfu/bIEC4uxsypaWiubkD4DdunKFU2+wIDw9MmslQ8ASE3WnIgRB4BIdi9vGh+dRpQtLTkN3daCaTQ04vzu/OQG/vQEiJ7OxEaMZXZPPxbAJSkkEITB7uBKWlAtCel+9SBoOmTMHk5UWTs67NBnY7ASnJRj/dNs7v3O24Zkd4uBM8ZTJ02/BPScbkYcxL00xomoZmdjPuj5cnQdOmGvMcPw6EoD2/AM3TA6TEKyYGdB3fESNoy8sz5CooQHh4gN3uaG/ca+HujubhgeZu3DeTpwf+KcnOp/7B4C6qCzhCbyX3KPpUSjnX8bmkEgtQUVFxteNdtk5/Suylyvvrs7+UuIrBR6WoVSgUCkUvPKOsxNz3A3wnGK+sg1JnUr93mvFKfsY0vKxWfBLiCZqUQuOxLCz3LKX93Dnay8oJTp1J/d59BKfOxHLn7YZV0mFUdRlXhcAzNoaKxHgsS5cQeedtSClpLyvDK8qKEAJdl3SWV+AVZcU3MQEpJb4WK26RkXRXVhKclkpLQSFNWVlELl1CfeY+dCnxjrKCELSVlqJpGiFpqUTecRud5eUEp6USPHkiAvCKiyV4+lQ8rRZAIAAJdJSV4W6x0FVZiYclkvaycjRNI9jhMuBlteIdH0fd9KlICe6WSFqys417UHSO9nLjHtTtyaSzpgbrsqW0FhZR/cWXhN82D5/4OCrWrcc/Odk4TojDsnSJ0basHA+rBU3rPX+vuFgqEuNdLgOeFgsIQUd5OUE93Qky96JL8I62IiV0VlTgabXiHRdLRUIsfhMmYNI0JNBeVoZ3dBResbFUrN9A8bvvPz6ES+xhjKhFzw3hmJdl/9rnCI0x9Ova4iymL3/6OkukuCIGylhxo3wmT54sFd84rvu6uxafiePGycazebIpL6/Xv815+dJms8mqHbtk5Y6d0m63S7vdLit37JJVPc6rdu6SFV/ukE1n86TdbpfNefmu9rquS13XZdPZPFm1Y5dsPJvXb5ndbpdNefmyqW+7vHzZlJcnm87myaa8fKP//AJps9lk9a7d0m63Symlq27j2TxZtWOnbDybJzs7O2XO716SXV1drjrN+QUXxsoz+uzZl3M+TXl5vcaq2rlLNjlkd2K322X1rt3SZrPJ5rx82eSQu+9Yzms9x7HZbLL4bx/KxrNn+23TlJcnq3buutD3Wcezcdwfp2y6rht9ffiR7O7udpXpum7ci5197nlevmzO+//ZO++wKo71j3/nADbAhiBNBey9V6xRo8aemBhjx56b/vPmxmgs0WhuEjXFmxu7scTEa0VUjIkloqJiwa6hiRSlidKknPP+/jjMunvOngJSdT7PM885uzs78+7s7O4777wzE05Bw15lpV3viiKI9+4LSYnULQB2AHbk/w8C4AXgAfTTbh0HMMzEedMBhOQH4mHBggWWL0wW31xo2nOy4v+Qj/aajU9EtGDBAtVj1sglsIhVdUpYZAWCYiIrLh7X5i8C02pBjMHGTt9VyGxt4NStC+4HHNJv53dRha34Fvk7oNPpEL7yewCAbbWq8Jk2BZEbNkGXnQNNxQpoOu9TPImLQ9jqtdClpUNTpQpaLFkExhiuL1oM7eM0aKpUQf1Z0xG54WdQbg6YnR18pkxGRTc33Fy0JD8vgNnYwttvIiJ/3oqqTRohOeg0GgFw7tEdGZFRuLF4KbSZmfqu20qVYF+3DjLyfSebzP5IH2fpv+HUqQMev23cjwAA5TtJREFUHP8LGui7MN2HvoLobb+iUX55/L3ye9g5OsJ7mh+iNm9DjY7t8eDAIWgcHdBgxjQ4+XZDZtRdpEdHI/zbH+AeF4cH/gGArR1aLJgHe28vJAWdQtTmbag7bgwi16wD2djCpUc33D8QiLoPHiA7JQUPDgTCZvc+1J81HbW6+0ry1ezUHglHT4CyspB5/z7u79sPYgwapgEYoLG1hdfkiYjavA31xr+F1Bs3kXjoMJ4kJeHRhcto/K/ZyIqNRfh/10CXlQVbR0c0W/gZnsTFIXzdRjDSAfru0svFXLUEgvLMeBi7MRwhonHmTiK9y8EaAGCMEVHBVtWyFH/o/+1DeMg+o/1DPtqL/cuHG+3n7225XyxjzGI+gqJHKLICQXHBGFx69cSDwEDYVLGH9zS//NHDcbi79Re4vjIISadOobKHOwDAxsFB3+Xp4Y7US5cBADV8u6HOqyNg7+MNECFq42Z4TZ4ABuDull/gOXwYYvf6g9nYgAGw9/aCz9QpiFizDszGBpU93OHtNxF3N26G6+CBuLvlF9QbNwYaO1vUmzQBld313bD23l54kpCA6G3b4Tp4IJzyfQDtvb3g7TcRET+thTYnBxoAOUnJqNa2Neq//64Ux23Qy4jeuh2aihXAKlSEt99EOPl2QyUXFymthkSo7OEOe29vAEDUhp9h4+AAj+HDcHeL/rt2d8svqP1yX4AxaFMfQ5uZhbpjh8Pe2wsZkVG4u+UXeE0YCyKCNjMLroMG4OH5C3AdPBD3DwaCiOA6eBAcGjfC3S2/oLKHh0y+X2BTqRLg4AAN0+jTfutNVGvbBgz6j1AVby+9bBt/hvZJNsAYHBs3gVv//gAR7m7aDI2tLTzHjUG1Nm2k++Ax9BXclw9CEggEpmgMoE3+okjNAQwt7gytVS6TokPRtOdk6X/9DsYKbEHTFBQ/rKzfjA4dOlBISEhpiyEoWSx75pcD2rVsSecvX0byqdOo7K738+Mt9ozIKFTxqofMqLuwz1ee0iMi9cqojzd0Oh3i9u6D+4jhsLHRD3rh5/H4PI2MyCjpPJ6+PC153Myou4p85QMWdDodkk+dhpNvN2g0T8eBEhHSwiPwJC5OmkaI56U4N+gUKpg4bggRISMiEgS9IiyXq3K9ukg5fQY1unbBwzPBkjzy6yciJJ86jZrduiLrbrT+3MgoEAAH2TXza9TpdEgKOoVK7nr/yype9ZBy+ozRtcpl0+l0eBIfj1rdfZ/mny+zg6ys5WUb+uFsje++XWX7pWoF4r37QlLi713GWBCMZy04QERfmzvP3d2dinrmAjFrQZnEqjopFFlBWeS5UGRF3X0hEXVXUF4pN3VX1M8XBqvqpJh+SyAQCAQCgUBQLhGKrEAgEAgEAoGgXCIUWYFAIBBYhIgQEfsIOp0OEbGPVAe78DiGxwz363Q6/HUpBjqdzup8CzNK3fA8+T7D69FqtQqZ1OIWpSueufI0J7u58lc7tzhkFwjKEkKRFQgEAoGC7FytpDDx34jYR/hi41nsOvo3Fq49g4jYRwD0ilJ4TCrCY1KlOCcvxyrO/+tSLBasOY2/LsWCiHDyciy+2XoBu47+bVa51el02Hn0byzZEIzwmFTpuE6nw4mLMQi791ChgMqVtojYR1i49gz+uhQrxQmPSZXkk67nWBiWbAjG2n3X8M3WC1K8ExdjpOuMjHssnccVW37NaoqufFt+XXJl9K9L+vRPXo7F0k3npDI2lF2n00nXvmRDMHYevYN5P51C2L2HqoptZNzj/Hh/Q6fTITLuMRavP4M1e69Cq9UayVcWYIx9xBgLYox5Mca2WopflAO9zk2cglPDXzMK5yZOKVA6YqBX6SEUWYFAIBAouJ+UgaDQOCzddE76BYCJg5vhwOko6GQKUGTcY3y+/iwWbzgrxdl88Kbi/I0B15Gn1WFjwHVExj2Gh7MD7Cvb4sDpKETGPQYABIXGYcUvFxEU+lRJOXk5FlsP3cTArl6ITcyQjvO4C9cFY/fxcGl/ZNxjLN10TkpTR4SNAdelOLGJGZg4uBl+PnADMQnpmPBKUxwOvouBXb1w8nIcqlSyBQPD4g1nsWbvFTzJyYNOp4O3e1XpuiLjHuuVww1n8fn6s9K2PF/5tvy6+P6Tl2OxZu81aHU6eDg74NNJ+iVk1WQPCo3D4g1nsWH/DQzq5g3/k5FIz8rF5TtJivvDz/N2r4pB3byxLfAWgkLj4O1eFV1auiMgKBK7j4cbyVfaqCxXa5GCLlFrjtzU1ALtN8WiRYvEErWlhJhHViAoJrhVi38sfDyqAdB/RLzdq0rTN8m35Zg7VtB4luJwCw2XU00Wc8flcYgIjDGT6Zi7XrmViDEGb/eqiIpPU8RXS8Ma+azN3zANtf3W5ldeca1lD99WbgAA31Zu8HRxhJebIwBg7qSOiEvKhJebIyJiH8HLzRGf+XVCbGKGFOdf49sjNjEd4wY2QdcWtfEgOROtGtREfHIWdDodfDyqYfGMbohJSJcsld1bu4OI4F7L/qmlkACHKnZo28gZjDF8OKYturfWz7us0+kXUXJ3todz9TZwr2UPLzdHfDqpkyTb1GEt4OniIMnVvbWbNJXa+n1XMaS7Dz6Z0AE6nQ57jodhxsiW6N5GP7fyg+R0bD18G5fvJKFBnRpSvvVcHRAVn4Z5k/XKJxHB272qIl+5HDqdDh+8qZQvL0+vIE8b3kKq50SE8YOaSorztGEtoCOCW60qUpl3b+2Gto2cEZOQBg8XB7Rr4iJdWz1XB4THpAIARvbyAYjgWrMyImIfYcrQZqjhWBFtGtVSyFvP1QF/XYpB99buRtPQlSDFslxtQRcnmB18Ch2cXQAAIYkJ+KaLb7HkIyh6yrVFls+XaakSWRuvpOUqjjRL+loFpuFWrUXrgrFA1kUpt4RExD7ConXBklIkx1qribk0AEhduV9sPGuUFlfIwmNSMX/NGXy+Plg1P26BWrQuWOpelafBuz4/Xx+MBWuDsXiDcV48HXkXrVoe89ecwWerT2PRumAja5OpcjG0kKkh76Y2Jdvn64Mxf80ZRVnK0+bdvxGxjyzmV56paGeDu/fTsfngTdy9nw4vN0fsPPo3Fq09g9jEdGzYf126N1HxaWCMYb3/New+FoYvNp7F0QsxWP7LJazecwW7j4djy6GbOHYxFhv2X8fiDWcRFBoHxhg2BtzAko36e8kYA2MMy34+j4jYR/jrUizW77+O6SNagjGGxRvOwdPFERqNRoq7dt81LNlwHgCwYK3+GfB2rypZMdftu4o/Q+4hIvYR9p+MkKy97rXskZmtxZbAW4hNTMflv5OQnpWHxNQsRMWnYcuhm2jXpDbGDmiMvX+FIzwmFVHxafj5wA3sPhaGhWvPIDYxAwCkOuDjUQ0RsY/w2erTkhwnL8fh8/VnwRjDl5tDEBWfBh+PaohNzNDn9zBLut6Tl+OwZu8VfL7+LE5diceGgOtYvecqFq8/i8t/J+HnA9cRFBoPxhjq1K6Kf2++AMYY7t5P18t1PByfrw/GonXB2HM8HHv/CseCtfp3z9376ejQ1BX/3nxBKmtv96rYfSwM32y9gJOXY0ulnjHG7AD0IqKjVsSdzhgLYYyF5G+DMWa2O5/HMRe6++8GAHRwdsGq61ex6vpVdHB2QXf/3Vadz/MxzFO4GZQc5UKRVVPOdDodYnbvwY2l/0ZGZJTZ+BmRUbj15ddIj4iU9qulaY0SaE2cjMgo3Fz2FZKCTqkOejB1vqljRISkoFO4uewrZERGFTieTqcze62W4qWFRyA9PMJqJVqeTmGu93mBW7WGdPeWysLbvSrmTOwo+c7FJKRDvzS3Eh7/kwkdpP/mMGcQjIx7jM0Hb2Li4Gbwdq9qdGzppnOITcyAna0GfkNbKOJwRVdvdeuMKcNaSN2r/BhX6tb7X8cQXx8snNoZn/l1NsoL0Hd7TnilKdb7X1f4A3Kr3LzJnTB9eAvY2GgwaXBTkE5fBtxiJbd2Ge6bO6kjhvh6o56rg2p57joWhq2HbmJQN2/FubxsvdwcMbibN4Cn5c3Lfu6kjvAb0gzR9x9j4dozICJ85tcZ86eoX+fzALfaccVwW+At5GoJDAyMQeoS59evI0LAqUh0buGGc9fvY4ivNyrY2YAxoHJFG/x1KRZDuntj0uBmWO9/HUSE+VOe1hV5PQWAjQHXoSOCp4tjvnLwVLbIuMfYGHAdjDFMGdYCDAzpWbmITcyQ0vEb2gI92ngiICgSxy7EQkeEDftvIDLuMeKSMpGr1WGIrxc8nB1w8HQUKle0wcHTUQCAORM7gjGG2jXtpXR53d13MgK5eVpsDLiO2MQMhVx6BfWpHBsDrkOr0wGkT5OXlYYxaBhQ26mK5FYgv57urd3hN7QFKlW0xRBfHwQERWJAl3pYu+8qFq0LBgCp7Lnbw+Hgu5g8pDmGdvdBwKlIAEDvdp6w0TCj+8nL8MDpKNhXtoWHs/EzU0KoLVerChGtIaIORNQhfxtEZFZh5HHMhaBhr6qeGzTsVavO5/kY5ikU2RLEmhtVmqF9+/aUFh5B56fNorTwCOIk/HWSgka+TtE7d5FOpyM5hvF1Oh2lhUdQWli4tF8tTbV9hlgTR6fTUcJfJ1XjmTqfn3Nu6kyT5yT8dVK6FnNp83iPw8Lp7KSp9ODEX2avVX6eWryzk6bSuclTzV6zYf7mytmKsiz1elcUoUWrNnTnbjK9OTeA3py7n46HRFPYvYcUdu8hTVnyOx09H0WjPw2go+ejSKfTkU6nk47zOMcvRNOEhYH0d3QKhcekklarlY7zei8/T/4s6HQ6+js6hY6FRNPf0SlSHuExqUb5qaVLRBQek0pTlvxO4TGpRESk1WrpxMV7lJeXRycu3iO/xYcp7N5D+js6hXYcuU2TPw+kExfvGcnB8yQiqUzu3E2W0pdf57GQaHrrswP0y6HrNOSjvXT0fJSqLHyf3+LDdOLiPToWcpeG/d9eOn4h2qiuhd17SBMWBtJvR25RXl4ehcekUti9h9K5XMbxCw7RG3P2S/H4NZ64eI8mLgqkMfMO0JtzA+jv6BRT11fq9a4oQvv27RXlp9Vq6fgFfT3SarWKOiSvl8dC9Pfx+IVoqa5MWfI77Thym8bOP0gTFwXS8Qv3aMLCQ3Qs/3kwrIvWbOvluSfJ83d0ipSn/H7k5eXRjj9uU25urlRPw+49lO4tjy8/xrfHLzhEx87fldIlIvo7OoXGzj9Ix87fVaTD65RaurxMwu49VJQnj8frkKnr/Ts6RV9uIdE0cVGgotwM6yB/bxwLiaYdR24r6rchhtc95KO9rKTrGYB/AzgMIBDAQwDvAthqxXlG11NYgoa9SkHDXqUuLrXpneYt6Z3mLamLS20KGvZqgdKB3iJRZHIJiMjKelQufGTtvb3Q5JN/SktzAoCTbzc0yv819E8zjM8Yg4OP3iom32+Yplo+1shiCGMMtbr7Suu8W3O+fB15c+cwxkymYRhPv348UNnD3eK1Nvnkn6jiVc9IZntvLzSdN0e/3KmZa5anaZiOqfKypizLM/GJGbh0OxHpWXlo28gZa/ddQZ4WWDyjKz6d1AkhN+KR8SQPiQ+fANAPbFm37xqIdOje2gNjBzSCey17MKa39Gw5dFOyZgKEKcNaoEcbD6n+f77+LOZP6Yz6ntUB6C0uC9cF41F6Dgb71sO9B/ouxQ37b2DB1C5gjGHppnOYOLgZfDyqgYiwYG0wFk3rggZ1agDQWyknvNJU8r+LSUjH5oM3AECynvl4VENk3GMEBkehY7Pa+Gn3Fbg5VYGNjQ283BwRFBqHnw/cwNzJneHl5og/z99DelYeYhMz0KudJz6d1AlarRbafAv1xoAb0Ol0CLmdAABISMk0ssRy5BbeyYObwtG+gqp1SafT4UlOLkB6H9llP5/HhEFNMaBLPWzcfw0PUjIxspcPhnb3wc6jt7H10C0AwO9nozHhlaZwr2WPeZM7ITYhHRsP3AAR4a9LMejW0hV7TkTg0OlIzPPrIvlBP08QEaLi09CzradU13h9OXk5Fj8fuIFPJ3UCYwyeLg5gDJILgG8rN9xPzkDrhk6oVa0iEh89gW8rVxDp8NPuK6hgp8HCad0AAMt+Po85EztKPsy8HlP+PSMiLN5wDvOndAYAbNh/HfMmd8SuY2FS+XM/T2/3qpK1vV1jF8kdQZ4Pt/Ry5H7dWq0WmU9ysc7/Gj6f4QvGmORuYmujQR1XvXwRsY+w+aB+ZdXNB2/i00md0LOtpyQ3LxOAEJOQLqWv0WikeDxvfr0ApBkVBnXzxqu962Pe5E6ISUjDxFeagEE/KGzu5M5SfeOya7VavNy5LgBCYHAUJg5upnhHyOF5ht17iPlrzgD6AVeXC1lNCgUR/UsmTxCA/QA6WzrPzc2tyGSwq14duampCp/YN+s3hF316gVKZ8GCBUUmk6BglAtFliuicjQaDZx7dLc6vtp+wzimzitonILIwDFUQs2dY23a9j7eaDrvU6vS5P/VysSxvo+5S1VN01w5W7qO5wYGtG7khGsRzrh8JxHdW7vj1NV4xCVlomdbD0Tff4QqFW3gkj8gQ98d2hznrt9HwKkoVAmxwduvtcbkIc3QvbUb6tTWD7hxr2WPi7cSsG7fNXg4O0gfQMNvlbd7Vcz364Stgbdw4NRdHDh1F/aVbMGY/iPr41FNGont6eKImIR0PM7IwcVbCVKaXAkFkN8drINvaw90a+kKTxfHp93KOh0GdqmHPSfCkZGVi0u3E3HgdBQmD2mKjQE34Te0Wb7PYCwOnbmLyhVt85Ue/Qc4PCYVtjYaeLo4YP6UzvjjXDQCTkXCRgM416iMLzaelT7KACQfRL2i4KhXnmo74vPp3YxcIyLjHiM2MQNZ2VpsCbwNxjQYN7AxftpzBTYahlYNnbH1kF4ZCQyOQp/2dXD8YizaNKqF9k1qIyYhHct+Po+5kzujZztP1HGtinsP0rBy+0Xc7OaFQ6ejMHZgk+fWxYC7n3w6qZOkwHLF8ucDNzCwqxeICMt+Po9PJnSA39DmUlmcuhKPbYG3sOe4HYh0yHyihUuNykh8+AQZT/LQp703vNz0CuWnkzqBiIzy4sryhFeaSXWciKDV6XDxVgJ++f22Uflzv+bcPF2+y0xzbD54E3MmdjTKB9A3AgGC39Dm8HRxxOU7ScjO1aF/p3qS28PSTecwZ2JHzJ/SRcpLPshL/jzIy23OxI6SS06d2o5WNXbkMw/UrlkFALBi+yVUtLNBlUq2mDKshTSwTD5w8dSVeGw9dAv2lW0x89VWJpVYXoaRcY8Rk5CO9KxcAGiMElZkDeThH/RxluK6u7sXWb6dfl5fJOkIV4LSo1wosi8CxaHUPfeKYhnHzckeV/5OQejfiRjc3RtThjZDl6tu6N7aHZFxj7E18DZee6khNgbcxGd+naQP7JZDN9GjtTs6NnPBxgM3oNXqkPAwC6/1aQCNRgONRoOAU5HIzdPybjb4eFRTfGAB/f2PT85E6N9JGNytHhrXqwHGGDYduCkNSOjRxgMezg4gIng428Ohsh0CTkXCtZY9PJwdJKtr99bu8HB2wMVbCdgaeBM1HCuifZPaALjScA6MAdOHt0Bi6hO0buSEg2eiAAJy8/LwICUTRPqR6TodgQGKD7qh/C918EBMQhou/52E5EfZmPBKU0nhBiAptnyk++R8v0rD2Qi4MvHJhA746M22uBX9EIHBURjQuR7Ss/Lg28oV18KTMXZgE2mk954T4bCxYbDR2ADQW/4mD2kqzdfp41EN9VwdkPCwCUb09EZTr5ro3tr9uZu5gKPmW8kVNN4QatfYRaq//D75eFR7OhOBsz1iE9Kxzv86GBgOn72LId29cf7GA/TvXA8+HtUkxdUwL3kdrFPbUbK22tpoUNupChztK6BdYxdF+Xu7V8Vnfp0lq6i3e1VJ0eSjzOX5zJ/SGTEJ+kFsjAFzJ3cE0zC82ru+dD6Pr2bFBWCkoMrP8fGoZqTomoMxhtf6NEDtmlWk2RIeJGfiwKlITB7aHD3aeBg1MACge2t3PEjOwIHTUUYWZ0Pkz8b/vdUOX2+9sMMq4QSCMgbjH8KySocOHSgkJKS0xRCULM+FRtCydVvq8Noy1KldFZ/5dYSdnZ10jEg/0Oje/cdY638Ni6Z1RYM6NRQWqPGDmgIg3Ip6iENnovB/Y9ujZ1vP/G7tWGwMuI7P/DoruiR52rx7NjwmFQvXBWPh1C5S+vIpsriVdL3/dcyf0hmMMcQkpGPLoZvSgBf+8dbpdDh5KRb3UzJw8PRdMAbMn9IFXm6OOHk5Dh7O9gCAxRvO4TM/fVdzzIM0/Hd3KLKydfi/se3Qs60nImIfSYqQPH2OfgaF0yACerb1QMjNBHwyoQPikjIkhfHk5VhsPvjU1SJPqwXA8Pn0rorykJcF/3BPeKUp3GpVwfzVZ2Bjo++KXjStKxhj+Hx9MPK0Okwb3hI923pIA9kmD2mODfuvIU9L+Hx6VwDGrhz5PBd119x7V16mQMGnk/Nyc0RUfJr0W5hp4wzTsjRFnTXwZwMom1OqGZaFpbIpxLR9ZeuCzSD0ghcGq+qksMgKBMVERTsbaSLyvX9F4vW+jaRj3CK6UWYd5ft59/l6f/2IZxuNBuMGNZUsM4wx9GzrIVmnDJFbaup7Vld0t/O8Fm84CyJgyrDm2LD/BnT5im19z+rw8agmpS3/EAaFxmHlr5fw4Zh2kp8iVxC3HLopWeQYe5rPlsBbmPVqa4AxSX5uqTLsRpbDR6n361gXL3f2MrL09WjjIc1t6uHsgJgHadiY7wJhmA5P29CyuGSmr6TQ8zif+emviysy3FLM5+rcGHBdlrYVleA5RF5egNISaXjM1HmmrJiW8jKX1rNi6Kda1jAsC2vKpiDpCQTlFWGRFZRFngsVoUOHDnT27FnsPh6OV3vXh42NjeK4OQuQoeW0IBYiSxYZeb5cEVWTwRCdToeg0DijydNNWejk/03JYcqipLYAQWHSKkrMWSJlPDd1V7x3XzhKrO4yxrwAnAVwE0AOgOmybQD4hYjWmDr/WeunpeVkxy8MRGpatrRd3bEitiwcaDIt+a+gSLGqTpYLRfb8+fMF6ipR625S+9BZ05VkzQfSMB2gcB9wc8fk16ameFj5kS3U9el0OqnruL5n9QIrJYVQMIQyICiviLorKK+UtCK7hIjGqW1b4lnrJ28cm2Lo/+0z2rd/+XCTaQEwm56g0FhVJ8vFggi8q5RPvi6vMFyJ1CtbsdKqQQvXnsFfl2Kg0+kQdu8hdv55x2hFn4jYR4rVjIj0KxSF3XuI8JhUSQnjeYfHpCI8JhU6nU76n5eXhzV7r2Lh2tNG625zeXU6Hf6OTsH//rgNrVaLyLjHWLIhGDuP/g2tVitdk3zlIXl+cjn4ijWGKwrJVzvi/8NjUnHiwj0cD4lG2L2HUrnx6+RhwZrT2PmnUhZ52Z68HIsVv1zEgrVn8NelWEX5cMJjUvHZ6tPSMV5O/J4YXo9AIBAIXmj6MMZOMsY+LE0hTBlYzu7+HOEh+xAesg9nd39u1TmC0qFc+Mjy1ZBiEtLx84HrmDSkuTStSETsI3y+/iz8hupHzw7s6gX3WvbQEWG9/3UkPMzC3hNheJyRi+6t3aDVaqXuWgCw0QBdW7ghLy9PvySi/zXoiGCj0WDB1C4Kf77FG85Cq9XBt7Ubjp6/BxsbDXq188SBU1Ho0dodr/ZpIE2JMn5QE2lKmgmvNMV/d4UiPSsPYAyjXmooTa1CRAgIioTf0OZIeJiJbYG3MHZgE9x7kIbVu6+AQFgy0xf1PatL07y417JHbGIG6rk6SPNrEpFi5ZhPJ3XCvQdpWP7LRRAA+0q2WDKzGzQaDXQ6HRauC4aGMUwe0gxZ2XnYfOgmCFyWZqhTW7/yES/bD8e0BYPeRzA7Jw8AsHhGN9T3rI7IuMeIvv9Ymrrp4Bn9QKBJg5ti9Z6r6NXWAzqdDks2npcGCHHL9bN0oQsEAoGgXBIPoBGAbAD7APwJoD9j7Hj+8RVE5C8/gTE2HXoXBNStW7fAGS5cuBCLFi2Sp6f6n9O052Tc/GujyTimthcsWCDcDEqYcqHIcsvj5oM30LmFGzYF6Jc39HRxzLfuEbRaLRrVrY6DpyLQrrELFk3rKo2+njasBc7deICg0DhcCUvCjJH6+fW83auiWyt3HDgVheMX76FiBVsM7e6D1g2dEJ+cJc1v6ONRDTqdDpMHN8ONyGQcOHUXAGBfiaFx3Wp4lO6G29EPodFoEBWfJs1fOH1ES8yZ2BFebo7Q6XRISMmUpnN5tXd9AECrBjWx53gY1uy9AoBhUDcvtGlYC4vWn4NWR3iSq0VsYgYa1KkhTTsTm5iBnw9cR8LDTASeiZKmwOFzIvKufC83R9xPSsP//gwDoMOf5+/h7PV4THilGYgIQ7r7gAHI1RKG+HqjTaNa2HX0Dv6z8woqVdBgWI8GyNNqsc7/OhZN66qfQqa2Iy7eeoAtgbdw6XYiGNOvjT6gc11oGOBSszImD2kGIh1uROjXLz9w+i5qVqssjWSXD1AKj0nFvJ9OQ6MBKtjZKpRcgUAgEDx/EFE29EosGGMBAIYAOGLOtSDfZ3YNoHctKGiecr9YuWuBmpvB0P/TW2I5TXtOxo0TG6Rtw/Pz5SuoSIIioswrstk5WixcewZ+Q5tj3MDGWOd/A8N6eGPD/hvQT2DdApOHNMOq/11Gdi5hUNe6knWvRxv9vIM6nQ7r/K+hdaNa6NPWA5sP3tSPdE5Ix8nLsahcgaFXOw/UcKiE/UERcKlZGVsO3ZImryYiBIXGYUPAdeTm6VC5oi1G9vKGjUaDtfuugwh4tXcD1HN1QFR8GiYPaY51/tewYf91TB3eAgCwNfA2PpnQAUGhcfBw1k8EH5g/z6adrQa+rdxx4lIMTl6ORU3HSrC1YZg6rCWSUvUr4ehXVUrDev/r0GgYBvt643DwXWl+RT6C+69LMVi/7xqmDOerPmmQnadDU+9aOHg6EuMGNZUmoj9wOgqf+XXCh2+20a+fDv2KM1lZeejYtDYCg6MwsldDHDitX7ebj+qt5+qAiLhH8D8ZjraNnfHppE6o41IFKWnZ8HB2wBebQpCTq+WTbKOCDcPB01HSvKN8Lk4+1VNmdh7GDWiM9k1dn9tJ5QUCgUCghzHmSERp+Zu+AH4A0KwURTIiKToUTXtOlv4Lyi5lXpEFAB0RNgbcwOBuXkjLzEHtGlWkCay3HLqJ8YOawtZGg+xcLRgDFm84C4BhwVS9dS/s3kNkZefh8p0keNRywJyJHQEAG/Zfg1arQ/umrjh0JhpVKtrCxoYBBEU3PZ+U229oC5BOh7X+12CjscGB05HgjbADp6NQ28kemw/exCcTOmDa8JbQ6XRY739dmuz+3oM0LN92EfaVbbF4RjdMeKUpNuy/gSHdffD72WiM7NUQe/8Kw76TEZg+ogU8XRyxNfA2CITdx8JgZ2uDKcNagDEG31auismyYxLSoNPpsGH/DeRqCev2XcOtqBQcu3APFe00uHs/DeMGNcVrfRqAMYZF07pKCj9jDCu366dVWjyjGy7dTsThs3oluVtLV4BBmn6IiLD7eDiCQuNhX8lGslj/dSkGB09FoqZjJXzm1wk60mHP8XCcCo3H6JcboX0TVxARFq4LBgMwbUTL/CmUHFDVvgLaNaldpqe+EQgEAkGR0YMxthh6q2wQgAdQuhYcIKKviytz+XKyapbU6o4V0fnV+dJ2+z5vKI7LzxFL05Y+ZV6RrVjBBoum6Scg15EO/kER8Mi3KPq2ckXCw0x0a1kbCSkNsevY3zh7PQF+Q1vAw9leGpQFAJUq2IIoDycuxaCptxN6tHGH39AWWLvvKm5GPcT4gU3RplEtxCVlSnNi8i4D+fyTEbGPwBhDwKlIDO3ugzaNaknKIF89hq/ONG5gE+RptYhNSEfPdp7wcnNEQop+1RXGni6t2a6xC9o3qQ0ignONyth04IY0X+bEwc2wZu9VZGZrMb5PI9Sp7YhlP+t9TTcfvAn3Wvb4M+QeDgRF4qO32sFvaHO4OVXGsQuxOHA6EpUq2KBiBRsM7e6DV3vXl2Zz4OuEf7HxLMYPbIKxAxqje2s32NjYoL5ndbRr4gLg6RKTtWtWQc+2noiMe4wDp6LgUNkOM0e2lNwAfFu54WaUNwKDo9C+aW1ooMHf9x5h/CtNpRWp+DKkg7t5S1ZxrlTLfWaHzfZvs3/58MslW9MEAoFAUBIQ0UEABw121y6p/C35sJqaaqswaQmKn3Ix/RafZkO+xveyn89jQJd60uCow8F3MT6/29zHoxoi4x5j0bpgMKaf5DwmIR1r912FVqtDxQq20nKYhZmvMiL2kWQNVpvMnafBB1XZ2mgk309T02TJl32Ur3bEZxiITUyXBrjJpxjja74P6uaFvh3q4MvNIdJyngM611Mo53y/4Trm6/2vGw3C4qsvyVdU0mg0Jqcs4/EnvNJUmtBfbbozuez8PsrLMCL2Ed5fcTxi//Lh9Yu0IpUCYgqjF5LnYqSiqLsvJOWm7or6+cLw/Mwja1hhuUJUz9UBp67Ew7eVG+7eTzc7RyyAIh0dX5j5ZQu4XKBVyCepN1RyDZcyNDW/rpqMBZWnMPKbmtt32Gz/ts+DRVa8bF9Iyo0yYA5Rd19Iyk3dFfXzheH5VWQFzz3l5oVqDlF3X0hKte4yxtKJyEFl/xsAFgIgAKFE9Ja5dETdfSEpN+9dUT9fGJ6fBREEgpKEMZZuYv8bjLEbjLHrjLFfSlougaAwMMYaApgDwJeImgP4oHQlEgj0MMa8GGMPGGPHGWO/529vtfb8suafqiZPWZPxeURYZAVlkTJn1cpXBnYAeImIHjLGXIgowVw6ou6+kJTFuvsVgDtEtM7adETdfSEp8bpb2KVqef20tNSsNZybOAW5qamqx+yqV0enn9dbnZaaPEUh4wuMVXWyzM9aIBCUEaYB+A8RPQQAS0qsQFCGaAQAjLFTAGwALCSiwNIVSSCQ6MMYOwlgN4A9RZmwNUokV2JnB59CB2f9bD0hiQn4pouvqoIrFNOyh3AtEAisoxGARoyxU4yxYMaY9fOzCASliy2AhgB6AxgDYB1jrHppCiQQ5MOXqu0DoB8AkyviMMamM8ZCGGMhFy5ckAYI8+kvTXXh8+OmQnf/3QCADs4uWHX9KlZdvyoptN39dxvFN2ThwoWKY2rxLckoeDaERVYgsA65MuAJ4CRjrAURpZamUAKBFcQACCaiXACRjLHb0Nfl86UrluBFx8RStabiKpaotda1wNLxU8NfM3ksaNir8N23S7HPUJk1tfStPL6w4BYvwiIrEFhHDIB9RJRLRJEAuDIgEJR19kJv8QJjrBb0FrCI0hRIIAD0S9XKNn0B/FlasoQkJuCd5i3xTvOWCEkUnmPliWKzyBbVNDACQRlhL/TdspuEMiAow1RhjMXItlcAWAngZcbYDQBaAP8kouRSkU4gUKK2VK3VWFoe1hpLqF316shNTcU3XXylfW/WbygdK0iaavKIJWyLn2KbtUCM/BY8A6U98lsHIE62iysDywEMhF4Z+IKIfjWXjqi7LyTlZi5Oc4i6+0JSbuquqJ8vDGVy1gIx8ltQ5iEiUy43H+UHgUAgEAgEZYCS9pEVI78FAoFAIBAIBEVCSVtkxchvgUAgEAgEAkGRUNIWWTHyWyAQCASCFxjG2ATG2J/5S9P6ypapPc4Ym17a8gnKFyVtkd0LMfJbIBAIBIIXEsaYB4BeRNQ3f9sLwBFLy9IWBeMXBiI1LVv1WHXHitiyUHg7lkeK0yJbhTEWIwsfATgMIDl/GphjENPACAQCgUDwIjEAgE2+RfYH6JdNLlLUVuACYFKJNXfMVFqCskOxWWTFyG+BQCAQCAQG1AZQgYj6Msb+DWA4gP6MseP5x1cQkX9xC3F29+eoVbc1ACApOhSdX51f3FkKigmxRK1AIBAIBIKS4hGAE/n/jwLoACtcC/J9Z6cDQN26dS1mYsqSOuSjvQCAWnVb4+ZfGwEATXtORsCKEWArrBFfUNYQS9QKBAKBQCAoKU4DaJX/vw30q3xahIjWEFEHIurg7OxsTXyjwJVYNYZ8tFf1HEHZRyiyAoFAIBAISgQiugwgK9+VoCOAnch3LcgP/yyCPFT3V3esKP1Pig5F056T0bTnZCRFhyqOWZOWoOwgXAsEAoFAIBCUGEQ022BX7ZLIVzErwfLhJZGloAQQFlmBQCAQCAQCQblEKLICgUAgEAgEgnKJUGQFAoFAIBAIBOUSocgKBAKBQCAQCMolYrCXQCAQCASCUoExNgHAROhX+JoLYFZJLFcLAOcmTkFuaqrqMbvq1dHp5/UFSm/hwoVYuHDhswsmKBDCIisQCAQCgaDEYYx5AOhFRH2JqDeA2CJM22IcU0qspWOm8li0aJHFcwRFj7DICgQCgUAgKA0GALBhjP0J4AaAb0tLkNnBp9DB2QUAEJKYgG+6+JaWKIICIiyyAkExQ0RIj4g0mljb1P5nTbco0n5WSjL/0rrW0i7j4kSXnQ2dTiddH79WnU6HtPAIpIWH43FYONLDIxTHpf/hEUgLj5DSkKfF4fF4OjqdTjrPMB2tVovEk0HQarUKOdJlx3Q6ndE9kcutdi3m4lo6R6fTSfnK/6ulw2VVS1OeP49nVE4q5+h0OiT8dRJp4eFmZZbHfRwW/vS+yMq6FKkNoAIR9QWQCcDk5K6MsemMsRDGWEhiYqJViTPGzIbu/ruluB2cXbDq+lWsun4VHZxd0N1/t8XzAb07gXyb/xcuBiWHsMgKBMVIWngEMmNiEbXxZzT77FM41vcBESEjMgparRY3Fy2B9zQ/uPTsAQBIj4gEA1DZqx6Sg06BwODcwxcajUY6z97bC0SE2N17ELv/IJp99ik0Gg3svb2kl2l6RCRuLF4Kr8kTUMXTAyD9OpAaxmDv4w3GmD69/I/fk/h41Oqut0AkBZ1CRTdXPIm7jyoe7nCo75OfZgSyYuNQq7svGGPIiIxCFa96yIy6i8r16iLl9Bk4+XaDRqNBWngEbi5agqYL5sGxvo8kN883PTwCWXFxqNmtKx6eCZbO49fI061Utw7i9+5D1dat4eDjjZTTZ1Cjaxc8PH0GFd3d4VjfB4/DwnFzwedoumg+qjaoj4yISBAAe28vZEbdhb23l1QmOp0Oj0ND4T5yBDQajZRXRmQUAIJOR8iJj4dT/jXKr1mjedru1+l0iNm1B7F7/dF80Xw4+Hgj+dRp3PlmJfPdt6vca7ZZcfFI+OskojZuRs2unVGxZk3EB/6OWp07IeHYcUCjAdNqgYoV4DF0CPLytIjfsxfNFi9Ezv37CPtxNaDTwe3VEXjgHwDXEUMRH3AItXv4ou7kiXh4JhharQ4Rq9cAOoJN5UpwHzIYMbv3AEyDBjOnoaKbG27MXwidVocaHdvjYdBpOA+6geQTJ1Fvmh+i1qwHgeDcuxcSDx1GjTNnUbleHdz3PwDvaX6wr+OJjHsxiFy7AU49fJF8OhjefpOQk5iA2P0HUcu3KxJOnoJrz+7wnDgekd//B8mhV1Bn+BDEBRyC+5BXELv/ANyHvAKAEH8gEK6DByJ+XwB8pk8BESF85fdwvn4deY/T8PDUGXjExSPz7l08vHwFHiOG4sHBw/CaPAFhP60F8nLh/tqrSAj8HU3mfoLUS5cRu3svvGdMhUOdOki/F4OIH3+CpkIFNF80HzqdDvF7/eHYri1iNm1Go3lzkBBwAA+v34TPpPFIu3UHDw4eAqtcGc59eiHp1Bm4DR6EuD374DV9KnKTkhC3bz+aL5qPzJgYhK/8HrCxAezsULNDezy8fBnENKjZuiXcRwzHtdn/Ko26+wjAifz/RwF0MBWRiNYAWAMAHTp0sHZZW7PHTw1/zeSxoGGvwnffLrPnc4WVK638/SYoWcqFIiv/gFvj91LYc0pKtqI439x51qbJW+wMkJSbZ8Ew35K6B2UVXXY2bi5ZBl1uLigvF6TTAQAyIqNw68uvUfvlvtBmpCNy3QZoNBpUcnfHzSXLwBjgOngQojdvAwAwBrj07IGMyCjcXPYVvCaMBREhetuvYJUqIvHoMSSfC0GzT/8FBx9v/TkAoNMiYu16sDwtdDYaaAhgFezgM2UyanX31Su7ixZDm5sLynqSnxfD3yu/h03FitA+eQIbRwf4TJsCAIhcuwF56elgjKGyhwduffk16o4bg6iNm+E6eCDu/fIbGgGo1d0XqZcuIe/xYzyJjYVGo5Hk5vlem78QuoxM1L51Cw8Cj6ARAOce3aWyqTf+LURt3gaHRg2QEnQaml174TlqJKK3/QrXW7dw/+Bh2Do4oPmi+XgcGgptRgaSjh0HYww3P18CaGzgM2US7m75BU0+0a94eWPxUugyM6HLzgYYQ422baW8Ijf8DGi10OXlQZuZiToJCajo7ILI1WuhzcwEYwy1uvtKim/snr24t/UXAMCT2Fhkx8fjzsrvAeANAL+VTA0rPkinQ25SEpCdjcRDhwHG4NS9Gx4EHgZ0Ojh190Xy6TNw6tAe97ZtB/I/3g/8A/Do6lXgib4+xe/aA+Tm4v7ufWBEuH/gEHIfP0byqTOwqVgRyHoCMAbnfi8hfv8BUFYWbCpVRtTGzXAbPBC6rCcAER6eDoZTD1+knDwFXWYmHl+4BMrPI+XkKTA7Ozw8dRoPT+nlj1qzHhpbW+jy8qDLyEBi4O+wqVQJd9euR15GBjQVKiDh0GEwW1vcP3AI6WHhSL99B8zODvH7D4BpdfrfnBzE/PIrQASbKpVxf68/dJlZiFq/Ee7DhgAAEgN/Bwio1rY14vfsgy4rCwBwf68/NLZ2egudNg+Uk4v43XthU6kiHoeGSulG/bQWmooVQLm5QE4OmK0NsuPiEPaf/0L3JBspZ88BOh3itv+GR5dDUa1ta0St26h/FitWhIYBCYcOw6ZSJcTv2QfKysLdn9ZAl5MDAMiOi9PfSwDQagEGpASdgqZyJVRtrH++Hl24BACtAVwuifol4zSAafn/20Df3i4SCqpQhiQm4J3mLaX/b9ZvWOR5CIqHcqHIyj/g3BpkzTm3vvwaTT75p/RxlyNXsnh8ucJlSgkz3G8pn2eR05wimB4RiZtLlqHpvDlw8PFWxDM6pmKh4rJzxanpvE+l/AurgBpey1Or4ERU8fSAg9wS+AIovJqKFdF03hykXrqE6G2/Ijs+HmjYAPbeXmjyyT9RuV5dVHRxAQh6hetfs9F03hzJIgsdIW7/AVT2cAegv39eE8bi7pZf0Phf/4dGH76HrAcJuLf9V9QdO0aqy4C+YdJswWdIvXgJ0b/8CteBA5ASfBaugwfi7pZfUNnDAwyAxtYWbkOGID5An4+9tzcaEkkWWQYgauNmMAZ4T/MDADj5dgNjDE0++SeIdGAMqN6mDSrXrg0n327IiIzC/YOBsHVwQGVPD4XcUr42ttA4OMC5Tx9Ua9oUTr7dpGts8sk/UcWrHgAgcsMm2FSpDK8Z0+DcwxeVXFxQo2sXVG3cGBXd3WHv7YXK9eoi5+FDPDx/AVWbNIbG1hb1Jk2Ak283VPbwkMrF228iojZuhku/l+A+Yjg0Go2UVyV3d3CL7OPQUMQfOARodWC2Nqg7box0XVzxfXD4CGq/MgjJp07lX6M3GgG4883KHSVRt4qbSrVd4D5yBKq1aY2HFy+jUm0XOPl2Q81OHUFEcPLtBqcunVCjaxfU6NQRWq0WmX+HoZ7fRDy5G42MezHITkxE1dYtkX71GhxbtQID8PjKFbgOH4aanTqiopsbsmJjoWEaOHXvBpe+fZAZE4vKHu5gTIMqXvVQ0cUFWq0WNjY20j1IvXwZbsOHoWanDtARUMXTXbpvdrVqSY1CjYZBpyM8iYsDEVDFwx1gDFmxsajk7oYncfdR0bU20q5ehcvQIYj5eQucevWEjY2NvhAYQDpCZmwcGAiVPT1BRMiOi0dlD3dU8fZCBWdnvRU/KREeI0cgIzISCX8eh0PjRqji6QEbjUYfz9UVycdOwKlPT9jY2KKKVz3Y1XJGTmICqrZuDRuNBjoipF6+jBpt28LBxxt2rq6I3+uP2sMGQ5uQiGpdOuPez5tRd9JEZN2NxpO4OFR0cwPLv6bK7u4gEB5dvoKqrVviSdx9aBjg1N03371Ar3Q5tmqJjGvXULV1a1Txqoe7G3+Gc5/euDb7X6ElXc+I6DJjLIsxdhxAEoBPAcwvqfztqleXBnXJfWLfrN8QdtWrFzi9BQsWFJFkggLBfWnKamjfvj3pdDpK+OsknZ82i9LCI8gadDodpYVHkE6nUz2eFh4hpSf/r3bc1HnW5PMscpqSgYgoLSyczk2eSmlh4UbxDI+dmzyVzk6aalSGOp2OHoeFU1pYuCJ/c/kW5FrSwsIpePwkOjt+Mp2dNPWpfIbyGudX6vWuKEL79u2JiEir1VLCXydJq9VaVW7m9hvus5Q2P56Xl0dp4RGk1Wql83la8n1qsqnVEUsyGp4jj2cpTWvzVpPD0rVY86zyfB+HhdFjlWvgeZjIq9TrXVEEXncFLxSlXu+sDaJ+vjBYVR8YUdk2jXfo0IFCQkJAVLRWO3l6QOEtssWJubzMyW90zIRFtjD5FlT+9IhI6HuLWEEsss+FWZbXXcELhai7gvJKuam7on6+MFhVJ8uFawGg990rTNe9tekZpm0qv6KWwxzm8jInv9Gx/ME6hvEKk29BYIzBUZa3qfRLskwFAoFAIBA8P4jptwQCgUAgEAgE5RKhyAoEAoFAIBAIyiVCkRUIBAKBQCAQlEuEIisQCAQCgUAgKJeU+VkLGGNpAG6XthylQC3o59V7EalERC1KW4hnRdTdFxJRd8s3ou6WA8pR/Swv9amsyplERAMtRSoPsxbcJiKTy9Y9rzDGQl7E6wb0117aMhQRou6+YIi6W74RdbfcUC7qZ3mpT+VFTlMI1wKBQCAQCAQCQblEKLICgUAgEAgEgnJJeVBk15S2AKXEi3rdwPNz7c/LdRSUF/W6gefn2p+X6ygoL+p1A+Xr2suLrELOEqDMD/YSCAQCgUAgEAjUKA8WWYFAIBAIBAKBwAihyAoEAoFAICjzMMYGMsZuM8bCGGOflLY8pmCMbWCMJTDGrpW2LOZgjNVhjB1jjN1kjF1njL1f2jIVBuFaIBAIBAKBoEzDGLMBcAdAfwAxAM4DGENEN0pVMBUYYz0BpAPYXJbn5mWMuQFwI6KLjDFHABcAjCiLZWqOMmGRtaaVxRiLYoxdZYxdLmfz3Rlh7noZY43zr5GHx4yxD2THn4tysKbFWh5a36LuKo6Juvs0jqi7ZQxRd8t93e0EIIyIIogoB8CvAIaXskyqENFfAFJKWw5LEFE8EV3M/58G4CYAj9KVqhAQUakGADYAwgH4AKgAIBRAM5V4UQBqlba8JXW9srj3AdR7DsuhJ4B2AK49azmV9Xv5HN0zUXdJ1N3yGETdla6j3NZdAKMArJNtjwewqrTlMiOvl6lyLoshX95oAFVLW5aChrJgkS03rawioiDX2xdAOBHdLTHpSgiy3GItD/WiPMhYlIi6C1F3yymi7qLc112msk/4RhYBjDEHALsAfEBEj0tbnoJSFhRZDwD3ZNsxUDdtE4DfGWMXGGPTS0Sy4sHa6wWANwFsN9j3vJSDJQpSTqWFqLui7qoh6m7ZQ9Rd6yjLdTcGQB3ZtieAuFKS5bmBMWYHvRK7jYh2l7Y8hcG2tAWA9a0sXyKKY4y5ADjCGLuV37osb1h1vYyxCgCGAZhjcOh5KQdLlIfWt6i7ou6qIepu2UPUXesoy3X3PICGjDFvALHQNzjeKl2RyjeMMQZgPYCbRLSitOUpLGXBImtVK4uI4vJ/EwDsgb4LpDxibatyEICLRPRAvvM5KgdLlIfWt6i7ou6qIepu2UPUXesos3WXiPIAvAPgMPSDknYQ0fXSlUodxth2AGcANGaMxTDGppS2TCbwhd7X+CXZQMdXSluoglIWFFmplZXfGn4TgL88AmPMnumnhgBjzB7AywDK9PxsZrB4vfmMgUH31nNWDpawtpxKE1F3Rd1VQ9Tdsoeou9ZRpusuER0kokZEVJ+IvihteUxBRGOIyI2I7IjIk4jWl7ZMahBREBExImpFRG3yw8HSlquglLoia66VxRg7yBhzB1AbQBBjLBTAOQAHiCiwtGR+Fqy5XsZYFejnyjP0V3luysFUi5WXQXlofYu6K+quqLvlA1F39TwPdVcgMEQsiCAQCAQCgUBQCBhj6UTkUMJ5TgLQgYjeKcA5HQBMIKL3GGO9AeQQ0enikbBkKQuDvQQCgUAgEAieCxhjNkSkNbVdCvLYElEIAL6YR2/oVx57LhTZUnctEAgEAoFAICjPMMZ6M8aOMcZ+AXBVZduGMfY1Y+w8Y+wKY2xG/nkaxtiPjLHrjLGAfDePUfnHohhjtfL/d2CMHVfJdyhj7Cxj7BJj7A/GWO38/QsZY2sYY78D2JwvTwBjzAvATAAf5g/u6sEYi2T6abjAGKuan69dCRRbkSAU2SKCMebEno76u88Yi83/n84Y+7GY8vyAMTbBzPEhjLFFxZG34PlB1F1BeUXUXUEZoxOAuUTUTGV7CoBHRNQRQEcA05h+KrFXoV9VqyWAqQC6FjDPIABdiKgt9AtYfCw71h7AcCKSpikjoigAPwFYmT+46ySA4wAG50d5E8AuIsotoBylhnAtKCKIKBlAG0DfEgKQTkTfFFd+jDFbAH7QLzdoigMAFjPG/k1EmcUli6B8I+quoLwi6q6gjHGOiCJNbL8MoBW3tgKoBqAhgO4A/kdEOgD3GWPHCpinJ4DfGGNu0C8rLM/fn4iyrEhjHfQK8F4AkwFMK6AMpYqwyBYz3Jyf/38hY+xnxtjv+ab7VxljXzHGrjLGAmWm/faMsRNMv4rM4fwKashL0M93mJd/znuMsRv5XRa/AgDpR/IdBzCkRC5W8Fwh6q6gvCLqrqCUyDCzzQC8K5vmypuIfof6IhScPDzV0yqZiPMDgFVE1BLADIN4hvKoQkSnAHgxxnoBsCGicjW9nFBkS5760JvwhwPYCuBYfgXMAjA4/6X6A4BRRNQewAYAavPl+QK4INv+BEBbImoFvf8LJwRAjyK/CsGLiKi7gvKKqLuC0uYwgFmyhlMjpp+XOAjAa0zvK1sb+oFYnCjo3QMA4DUT6VaDfqUzAJhopSxpABwN9m2Gfg7ljVamUWYQimzJcyjf9+QqABsAfD7Cq9D7yTQG0AL6ZRAvA5gHfdeBIW4AEmXbVwBsY4yNg74Vx0kA4F6E8gteXETdFZRXRN0VlDbrANwAcJExdg3AaujdO3dBv6Ia33cWwKP8cxYB+I4xdhKAqVkPFgL4X36cJCtl2Q9gZL4/OW9wbQNQAwYLgpQHhI9syZMNAESkY4zl0tOJfHXQ3w8G4DoRWXL4zoKyC2EwgJ7QrxP+GWOseX73V6X8uALBsyLqrqC8IuquoFjgc8gS0XHoXUpgYlsH4NP8oIAxNpuI0hljTtAvunE1/5yTABqp5LkJwKb8//sA7FOJs9BgW5KHiO4AaGVwSncAO4ko1cSlllmERbbscRuAM2OsKwAwxuwYY81V4t0E0CA/jgZAHSI6Br3DdnUAfILmRnh+l1MUlC1E3RWUV0TdFZQmAfk9AScBLCai+yWZOWPsBwBfAlhckvkWFcIiW8Ygopz8UY3fM8aqQX+PvgVguEzgIQBb8v/bANiaH59BP61Gav6xPgDmFLfcAoGou4Lyiqi7gtKEiHqXcv7vlmb+z4pYorYcwxjbA+BjIvrbxPHaAH4hor4lK5lAYB5RdwXlFVF3BYKyhVBkyzGMscYAahPRXyaOdwSQS0SXS1QwgcACou4Kyiui7goEZQuhyAoEAoFAIBAIyiVisJdAIBAIBAKBoFwiBnsZI0zUAoFAIBAIBKWLuVXPJIRFViAQCAQCgUBQLrFKkWWM2TPGljPG7jLGchhj8YyxfYyxusUtoEAgEAgEAoFAoIZFRZYxxgAcAPARgAgA7wH4DkA9AGVCkWWMVWKMnWOMhTLGrjPGFuXvr8kYO8IY+zv/t0ZpyyoQCAQCgUAgKBoszlrAGOsL4A/oVzRpSUTa/P0aABWJqNSX4ctXtu3zl3izAxAE4H0ArwJIIaIvGWOfAKhBRP+ykJzwkRUIBAKBQCAoXYrMR7Z9/u/vRKTNt37WAlDT2kyKG9KTnr9plx8IwHAAP+fv/xnAiJKXTiAQCAQCgUBQHBRksBe3VM4EkJgfPi5yiQoJY8wmf63iBABHiOgs9JNWxwNA/q9LKYooEAgEAoFAIChCrFFkQ/J/++Z34e8C8HnxiVQ4iEhLRG0AeALoxBhrYe25jLHpjLEQxlhI8+bNi01GgUAgEAgEAkHRYY0iewzAcQAtARwC8DIAt2KU6ZkgolTo5R0I4AFjzA0A8n8TTJyzhog6EFGHypUrl5SoAoFAIBAIBIJnwKIiS/rRYEMBfAugBYD/AhgEYCf0sxmUOowxZ8ZY9fz/lQH0A3ALgD+AifnRJgLYVyoCCgQCgUAgEAiKHKtW9sofSPVhfiiLuAH4mTFmA71yvoOIAhhjZwDsYIxNARAN4PXSFFIgEAgEAoFAUHQ8F0vUEtEVAG1V9icD6FvyEgkEAoFAICgOevfujTlz5mDAgAHSvm+//RZ37txBREQEgoOD0b17dwQEBJSilIKSQixRKxAIBAKBoNwwZswY/Prrr4p9v/76K8aMGYN//vOf2LJlSylJJigNhCIrEAgEAoGg3DBq1CgEBAQgOzsbABAVFYW4uDh0794dffv2haOjYylLKChJhCIrEAgEAoGg3ODk5IROnTohMDAQgN4aO3r0aOhnCBW8aAhFViAQCAQCQblC7l7A3QoELyZCkRUIBAKBQFCuGDFiBP78809cvHgRWVlZaNeuXWmLJCglhCIrEAgEAoGgXOHg4IDevXvDz89PWGNfcIQiKxAIBAKBoNwxZswYhIaG4s0335T29ejRA6+//jr+/PNPeHp64vDhw6UooaAkYPqFuwScDh06UEhISGmLIRAIBAKBQPAiY9XoPWGRFQgEAoFAIBCUS4QiKxAIBAKBQCAolwhFViAQCAQCgUBQLhGKrEAgEAgEAoGgXCIUWYFAIBAIBAJBuUQosgKBQCAQCASCcolQZAUCgUAgEAgE5RKhyAoEAoFAIBAIyiVCkRUIBILniJs3b6J///7IyMgobVEEAoGg2BGKbBlh9erV2LFjB/7+++/SFkWgwtmzZ3H8+PHSFkNQyuzatQuRkZGlLYZJfv31V4wYMQJ//PEHNm3aVNriCAQCQbFjW9oCCIC9e/di5syZAIAaNWogJSWllCUSGNKlSxcAQEGWdNZqtQAAGxubYpFJULLodDqMGjUKtWrVQmJiYmmLY0RkZCTGjBkjbWdlZZWiNILyjE6nAxGJd1cZJDc3FzY2NtBohB2SI0qiDJCWlib9f/jwYSlKIrBEbm6u1XGbNWsGW1vRVnxeyMzMBAAkJSXh3//+dylLY8xvv/2m2M7Ozi4lSQTlnZEjR4p3VxkkMjISFSpUwJw5c0pblDKFUGTLANxyJyibjBo1Svp/5coVq8+7c+dOcYhTaObMmSNegM9AUlKS9H/Hjh2lKImSWbNmoVu3bvjss88U+588eVJKEpU+kyZNwqpVq0pbjHKLv78/ACAnJ6fA57799ttYtmxZUYskAHD16lUAJfv+ef3117Fly5YSy68wCEXWSh48eIAPP/zQqAJ9//33z+wKkJqaKv2vWLHiM6UlKFoePXqEXbt2Sdvh4eGlKI1psrKy8M0330Cn05mM8+WXX+LLL7/Et99+Kyz/BeTy5cvYuHFjaYuhyk8//YQzZ84gLy9Psd/SYK8tW7aUucZWUfDtt9/i559/xrvvvlvaopRJoqKisGHDBqvipqenFzj9//73v/j0008LfF5psmXLFly/fh3/+9//JGNFSEgI9u7dW7qCGcCNXiXlVqDT6bBz505MmDChRPIrNEQkgiy0b9+e1OjcuTMBIH2R6Tl27BgBoF69eqmeYy2LFi2S0ra3t6dHjx49U3rWkJ2dTWlpadJ2SkpKsedZHvnjjz+kewOAvvvuO6vPNawvxcno0aMJAK1fv96iPACoR48elJqaWiKyWcujR48oPDz8mdNJT0+nrKysIpDoKf369VOUX7t27Yo0/WdBLpc8vPrqqybP0Wq1BICqV69OCQkJlJWVRenp6SUodfFw9uxZRRlw+PtNq9VScnJyaYlXJqhbty4BoMzMTJNxePlFR0cXOP2SfO8VFvn3Lzs7mwCQo6MjASAbGxsiMn8dycnJpNVqn0mGR48eUU5OToHO2bFjBwGgBg0aPFPeptBqtQpdIDEx0ar7WZhrUcs7OTmZkpOT5TJYpbcJi6yVxMTESP8fP34MAEhOTgYAREdHP1Pa3CJbo0YNZGRkoF27ds+UnjV07twZjo6OAPSWupo1a+LUqVPFnm95Izg4WLGdkJBQSpKYh4+kt9bSevLkSVSvXr1QXYfFRYcOHVC/fv1ntno7ODjA29u7iKTSw5/18sTu3btNHuPvnNTUVLi4uMDBwQE1atQoIcmKDzUrdEBAAGrWrIk1a9Zg4cKFcHJywuXLl0teuDJCbGwsAOveFc/rFG6tW7eWvn/cAsvHqlhy9bt58yacnJye2U2rWrVqGDRoUIHO4Rby4rLITpkyBTVr1pQGs1o7qLVatWoYMGDAM+U9bdo0ODk5wcnJCTVr1ixQb5FQZK1EPnozPDwc7733HubNm6ca948//kDHjh2tHjXMHyA+kCg8PByMMQQGBpo8Z/jw4Vi+fLm14hvBX+SMMemBPHHiBEaNGoWlS5cWOt3yRlZWFtq2bWtU1hMnTkSzZs2MupYKM1rdcIDYhg0bVB/6wMBAtG/fvlCjzXkecteUgIAAtG3bFk+ePDHpcsA/akVNYGAgGGN45ZVXAADvvvsuZsyYIR2/desWfHx8FM8Qn3ruxo0b0r5ff/0Vvr6+BfYjv3//vvT/nXfeUeRdECIjI1G1alVcunRJsZ+smL3iv//9L1q0aIG2bdtK9WbBggUYN25coWQxZNeuXejatavZOKYaKoYNMq1Wi9zcXDDGcOjQoSKRr6hYs2YN+vbta1VcQzevPXv24M8//wQAzJgxQxoQd/78+aIVsoSIjY1FmzZtcPPmTYtxHzx4gJYtW5r062/btq3FqeTUFNmHDx+iVatWOHv2rGL/tm3bUK9ePYtylTYBAQG4desWAKB9+/Y4c+ZMgc4PCgoCAOzfv7/QMvBy5XXTWriuoNFoMH/+/EK/S1566SWsXbvWaD//3t29exeAdYYb/o45duwYzp07pxpHq9WiV69eRr62n376KSZMmIDOnTsbubu0aNHCYt4S1ppuX5Sg5lrw9ddfU82aNSUT+8iRIxXdV97e3pSZmUmffvopZWdnk7u7OwGgwMBAC8Z0PaNHjyYbGxuqWLGiIl1nZ2eT50Bm7j9+/Dht377dqrwMz5eH+fPnS/8jIiJozJgxtGnTJqNzb968SZMmTTKb57Vr1+jHH380K8MPP/xAly5dIq1WS0uWLKH4+HhaunQpRUZGFuhaiPRdIIsXL6ZFixYVyE3i8OHDBIDc3d2lfStXrixQd+2+ffto5cqVtHr1amlfWFiYdE5ycjLdvXuX/Pz8aPny5dJ+uWvH0qVLyd7engDQ0aNHjfLYvHkznTlzRvUaeDcxABo9ejRNnjyZTp8+Tc7OzgSAdu/eTW+99Zbq9QQFBVkso82bN9Pp06fNxtFqtfTFF19QdHQ0ff311+Tg4CDl8eOPP0r/p0yZQtHR0bR06VJp34wZMyglJUXaXrFiBX322Wd06NAhaV///v1p/vz5ZmXYtm0bnThxQjonMTGRJk2aZLJrbMWKFRQWFmY2TVPlBoDOnz+ves6qVavozJkzirhfffUVERVttyuvLzxUrVqV6tSpo9gXHx9PR48epR07dijOlZeTYahTp45qfqmpqTRv3jzKy8tTPX769GkaN24cffjhh6TVamnt2rUW640l5PUiLy9Pes+ach1Zv3694lpq1qxJH374odE1enp6UmxsrOLc3377jY4dO2ZRphUrVlBERITJ4zdu3KBp06ZZrFuF4eOPPyYA1K9fPyLSP3eLFi2ixMREo7jcZa1nz55S3AULFijKYdq0aar58ONz5syhb775hu7evSsd489zmzZtFOd06tRJkXZCQgItXrz4mbvgY2Ji6Msvv1RcQ2HdotTq/SuvvGK07/Tp06rPakBAAPXp04cAkCk3RGu4e/eulP7rr78uXR8RUWRkJH399deq5y1ZsoQAULNmzaTzc3JyaN68eWZdg1asWCF9V7OysqRzL168SNOmTZNcSKpXr04AaODAgZSZmUk7d+6U4m7YsIEmT55s9NzI3Q86d+5slPfy5culOuPk5KQ4ZuodJCt7q/S2Ulccy1owrJyRkZEWC7t27dr06quvEgBavnw5ubi4SAoE5/79+3Tx4kWKj483Sn/AgAGKDz8PphTZvLw8xUNWmI+j2nXIX/jNmzeX/hv67NaqVUs6xl8oMTExlJ2dTUT6l42NjQ0BIK1WS5GRkaTVaik6Olryo4mIiCBAr0Bu3bpV8XBWr15doeTJuX//vqpvV48ePSSZhg0bZvba5S/lI0eOEAByc3MjIqK0tDSjcunbt690Pb179zZblnl5eZSamkpVqlSR9kVGRtJ7771nlO6lS5eIiOjkyZOK/fv37zeZR3BwsJHfmimlxMnJiQBIdVMtGCo4asivLSYmRjXOwYMHpZeypefl7bffNor30UcfSf8NlTF5CA0NVeSbmpoqNVzU7pt8W15vkpOTCQC5urqqXk9ERARptVoaMGCASVkqVqxIWq2W0tLSKDExkdLT0+nq1auqcZctW6aQUV4HrcEwfmpqqlEegYGBinIEoJBHzoYNG0xeV4sWLVR9I1966SUCQL/99puqfLy+AaAffviBAFCVKlUKdJ1y4uPj6eWXX5bSjI+Ppzlz5hAA+sc//mHU4E1NTVWMNwD0yv0HH3ygep3vvPOO4nxL79Ho6GiKjo4mQG+8iI2Nld55cri/+syZM42OxcbGKuohrzfWMnfuXAJAXbt2JSKSFI1GjRoZvRe///57AvT+3CkpKbRv3z6jMhg/fjwlJCQQkb7RwN/nhvFatWolpcvf1w0bNiQi/X1KT0+nqlWrKs7h7+Rly5ZZNC7w7wRPj19LTEwMtWnThgBQSEgI7d69W3q2TZGZmUn3798nIv09kyvSavVArhSqBS57ZmamYr8pP3mtVmv0vObk5NDp06elRuClS5eM8uENnxo1ahAA1XftJ598Ij2j/LzZs2cTABo3bpyRfvHo0SMKDQ0l4KlfrdzI0qFDBwJAH3/8MUVHR0uKLKAf+/PFF18YydmlSxciIul7IP/+NG7cWKHo8nFEPDRp0oSI9HpPfHy82XLPfxaFIluYYKjIGg72sRS+/PJLyXort0jy43LlVH6T69Spo1AeDePKSUhIUDxkll7AaqjJ/sYbb0j/K1euLP0314rq168fpaenEwAaMmQIERF99tln0vFr164RABo8eDABoFGjRhERKSxyPNjZ2Un/5RZSw7xbtmxptL9evXrSud27dzd53fyh49Y9/iGoXbs2ESkfch6WLl1KRPpBEoZWCMPyiIyMVAwMBPTKhJpCtHPnTiIievfddxX7165dq0ifl688yBUNPgDAMHDFwtBSIg/ff/+9ybIyvL7x48ebfMGOGzeOAEgDSZ4lyBUiw2Co5Ds6OpKNjQ3l5OQYxW3SpIliu3HjxtJ5/OWu9txwa8m4ceOkjyigf4Eb5jF16lTy9PQkAFS/fn2Tcr/zzjtS401eL6yBN7aWLFki7evYsaNRHmFhYUbPlfwjo3ZPAb0SpCYzVwbkZa1WZ/z9/Y3O7datm8nytQZ5Y52H0NBQmjJlCgFP30/ywY2GxoCqVauSra0tzZo1y+R9CQgIMCoTNbgCy5Uz3nvWv39/o7j8eTNsUPOek7Zt2yry9PLysrpc/Pz8pLpNRPTVV19Jco8YMUIRlyuyjRs3VjSs1QIRkUajIXt7e0VZ8ODp6Smlu3btWgL07+icnByqUaMGDRgwgBhjJtOvVKmS2eviRpSLFy8SoFe67t+/r0jD399fel+b+j4QkfTcBwcHE6BX0uTlXdDg4OBARES+vr6K/aZ6LrjVXN5j8/777xMAmjt3LhERHT16VDUv/h4Fnho65PzjH/8gQN+wMHcvObxXTn4dx48fV9wX+bmGvTxqgTdgJkyYYDLOo0ePVHs2GzRoIN1jawIJRbZoFFl5RZD/NxXGjBkj/V+wYAERKU35gN6yZah8tGnThpKTk42U2RYtWhi1+m/evCkd/+abb6T/bm5ukiLh5OREf/zxB6kxbNgwVdnNKTyA3grh5uZmNs6ZM2cUitzq1atVX2jycjIV6tWrR2+//bYkt7wFZ4iHh4d0jHe7yfn444/J3d1demE2a9bMaISzp6en9BKSB95SbtmyJQGg4cOHE5H+w2SoUBw5csSonvCXb4MGDSRlgN87rujLg0ajUcguV7p42LNnj3Scf7AshSNHjpBGo1Hs++STTyg8PJwaNWpEISEhFBAQQLVr16YVK1YQkdIKwRVM7vowefJk8vPzIyKS3GmKO/zwww+KsuH7uRVDHgwVWQC0b98+IiJq3LixtK9Lly5Up04dmjRpkpF1XB7UrKDWBo1Go2gcAnqln9OrVy+Forp9+3Zq06aNNKKah+XLlxORsdL23nvvERHRmjVrFPvl1iYivbWQf1R5GDJkCP3xxx+0fft2xX4bGxuF1ZJ/5GbPnq24B2pd97wHA7DO6t+vXz/65JNPiEjfJW7YGOT1t3fv3op9EyZMkHoDDIOPj4/RvjVr1iis0W+//TZlZ2crykltFpqgoCCT97Zhw4YUEBAgWWldXV0J0Hc9t2nThjZv3kxERHfu3JHOWb9+PbVv317aHjZsmFG5du3alYCnLmqGXeCG7xl3d3dq1KgRhYeHK7qErQnynij5cyW/Rs6KFSsK9Qzw+tmmTRvKzMyktm3b0ubNmxXd7L/99pvZNJo2bUqAecWYx+W9AoDeVc6w7hRUdrVnmt/rDz74QMqff8MrVKggWYN5bwagb5BZc38qVKhA+/fvl95NRGTkfqgW5NZgw2NvvvlmocuAB25I4j3PaqFatWoFSrNz584UEBCgVu7lU5EF0AHAhwC+BvA5gDcA1Cyp/KtWrUrp6emk1Wql1g8PAwYMoO+++056wVgKTZo0oVGjRkmWLLUHjIeXX36ZiEjRlcbDxx9/TDk5OfTRRx/RwYMHFQqnYfepPLi6utLs2bMpPj6e/P39acOGDUZdj/IgVwYB8xYmc8HLy0v6b9jdBOi73OQfOnPB3t6ecnJyKDg4WKGAHz58mIYMGUI//vijUffFkCFDKCEhgcaOHUsjR45UWJq54lmhQgWqUKGC2Qdr//79io+LvEU+bdo0Rbo88Hsjt05wi9CkSZMUFr7GjRur3m8A5OvrS4sWLSKtVku9evUyOu7u7i5NIzRv3jyrypJIb5GWt/q7d+9O3t7eBOg/vAMHDpSOBQYGGlkhAH2DRt4rwBX8goa2bdsqtlu2bGnUMDB8Wc6ePZuWLl1KISEh9OjRI7Ppqym3ABTXWJBApO+hUbOGFjZcunRJ0fXNfdJ5PXrnnXeMzsnMzCSNRqP4WNy+fZuIyEgZlYdXXnlF1Rff19dXquPyZxfQ95IQ6ccJ8H1yd4yNGzcqrK/yIO+m5JbP7Oxs+vDDD42mwJKXsSn5O3bsSA0aNFDsU3PJ4kFNkTXMr1atWqoWoq+//poWLVokjQOwVjFs2bKl6rvt5ZdfNprCzVQdI1L6Bjds2NCo8WEucKttQcKQIUMs3oOZM2fS+++/r9rY58Gc5Tc2Nlb6z8cKVKlSRfGMW2MR5OG1114zmq7vp59+ko7Lewa5wmkuTJ482eQxw2+MmvvTa6+9Rm+//baiUfTaa6+plpfcPc9ckNcla5XQnTt30rZt22jEiBEFrgdqwbDB1LFjRyPjnDWBf2fUAndpMXzOrNXbSl1xlQQBJgG4CGAXgE8BTAXwDoDvAVwA8DOAuiUgB61fv1618o0cOZKIiMLDw83eMDs7O/Ly8jKrKBkG7k91+PBhsrGxoe+++05x3Jyfo6VgyQdITVFycHAw+1EsitCxY0dJqTBXVnPmzLFa8QX0HxPup1bYILd4csw9iIahT58+UhcctyJcunRJocgaloXa/i+//NJkHu+99x6lp6dLlhpzvqWA+kdSXq6GFmNzwbCRB+i7k+3t7RXdnaaCra0t/fjjj1SjRg0pz5deesnIQs2twPb29mRrayspJ+7u7sVeP/k1tW7d2qibeP78+UbW7cIEQ8UMAB0/ftzs88Dr1RdffEEzZsxQ+OrFxMRQ9erVrVJ8lixZQpUqVVLUdUM3A41GY+QbCOg/lvIBMWpB/s7ibh38vTpz5kzSarV09epVhdXZUpqA/v1qjWVK3mAD9Io8R75fzc1JHmJjYyWXBmuDOQXbXCDS+zWak6lFixZUp04dRRmYs47Jg7wHz1SQ9/hZE+SNXe4/qxbk31Rr5bUU+vbtSyEhIXT48GE6cuSI4rlp3bp1gcve0MeaB8NG8ejRowukdJsL8vETVapUoWnTpll1nvzdIXd7mjx5stW6h62trWJbrSEib+QA+p4ka5Vq7rrQtGlTyb/bMBj22LRr144GDhxI1atXJ6v1tuJWDAugQP4DQGUzx9sA6FvItAcCuA0gDMAn5uIyxqh27dqKguaWI/lIQkO/RflDWrFiRSme2odKLRi6Aaj5iBkGS35P1gRucZFbYjZu3CjJwR9sbl1Rs3Lxrmb5CHG1YGjxlQ/ckY/mL6pgyQ3CXFAbzc/9fK0JM2fONOoqSUtLM6nIcv85a9xXTAUidd9jwzopn+WgsEGt64iPJOcDqXjgPuOjRo1SyMrhlpPx48cbycat8P3791fsr1q1qpHF4eOPPzbqWh87duwzXefKlSuN6gFHbhGePn26Velx5bdWrVomLcbWhoMHD5qUTW0wiWFQ89E19ANmjCncLaz9yAKgRYsWSe/SWrVqEdHTQZnTp0+XehIMZxqwFLhBQb6PD0rp0qWLVJ+2b98u+Z97e3srrlN+rqE7l2Ew9CO09t4U9Jz8D7dJ1y8euOuU3J/fGmvvV199ZeSqoqbwFOS74uPjY1SHDOuImo9/QUO7du0slgsPhr0KPFgyRHAMXYDkoWHDhgSADh06RERU4C50tSD3OSZSdyWTB95I4gaowYMHW/1t4m4HfLCYVqtV1O/BgwcrZmgCnj5vhs+NpWCo0+zZs8cozpo1a0y+w/J7fsqXIltcAYANgHAAPgAqAAgF0MxUfLmFineZzps3T3UamWvXrkmtlcWLF9OqVasIUCoN3bt3N3mjx44dS6GhoRQcHKx6Izdu3Gi2osi7UeQVnMtgqaL17dtXGrgjt+ZxP0IivX/vjh07KCQkhAC9hcxwxDOfiiYnJ4f279+vOFalShUKCgqioKAgacQxD/JpfOQKzJ49e1RbfP369aOQkBCTH5bOnTtLCvewYcPoxo0bVj90oaGhdP78ecnH+Nq1a0b3Iy0tTVVBOH36NIWGhiqsidnZ2aTVahVTmhGRST8tIv2HSd79ZtgIMjWoC9C3rHk5btq0yei44QAtvt/Ozo5cXFwU3fxqg3fkVgM+/Zzh4A619IODg6VGntyNQg6vY3x2DB7n/PnzlJ2dTZcuXVK1CgJ63/I//viDduzYIY10PnHiBB0+fJh27txJeXl5iudYPop/0KBBZuuENVOT8bjp6em0Y8cOaTo3QD8g7+zZs5LFvHPnzpKSNWjQoGd2UeCjzU1hOAWYPNjZ2alOoxUbGyuNDDcM77//PmVnZxtZaNTC9u3bKTs7m2JjY40aIdYEU5YxQN8bQKSceYErw3379iWtViu9U3mXsHygn/y+yYO1ykDLli1VnxEe+EwNt2/fNuol6dKlC50+fdpodgv+3uJWvmbNmpl83seMGUNEJA1wtLGxoUePHtHhw4fNdvtz5evGjRu0e/duCggIUAyokr9zeSNL3iVv+N4PDQ1VnY0gKytL+l4A+mddzUItHyxk6IL23nvvKRqKR44cUZ0mSy3IZ7AxvG8hISF09epVafR/p06d6ObNm4rBs/Hx8XTkyBGaOnWqUXpbt25VfK95XECviHL3hLZt25r8/hg2wPk0g3wQoOEgN0A/9uTMmTMUFBRE0dHR5O/vL81WMHXqVGkwMVfinZ2dKTk5mUJCQhQ9R5yUlBTpGxcTE0MREREUEhJCWVlZlJCQQEeOHJHqEh+gbeq5kZfNkSNHKDQ0VHXmHbV30oYNG1TjERFvfJZPRRbAVwCqArAD8CeAJADjniG9rgAOy7bnAJhjJr5UyKmpqTR9+nSzS/mlpKTQjBkzKDs7W6q4ckX26NGjinlnFyxYQJ06daJBgwZZXIqWDw6oWLEiBQYGUpcuXWjw4MH022+/0YwZMxQjtUeOHEnJyck0bdo0+uCDDyg4OFh6WNVeFAAUD+SZM2eoS5cuNHr0aJPXu2DBAjpx4gRptVr64IMPKCAgQBqgIWfDhg20adMmevvttxXzLWZmZtL06dNp2rRp9NlnnxmdFxoaKqWXlZVF06dPV/jM8NHS27dvp1GjRtHbb79Nu3fvphkzZtC0adMoMTFRsvryGSPkH+Uff/yR3n//fekFAOh9ED/99FNFmX/wwQdm5z5cuXKlwq9RzuLFi+nIkSPStlarpVmzZtGiRYuISP/ie/vttxUfBcNBHmvXrqXt27crZjrgc9SuWrWK/P39aeXKlQpLknzuWTWLqyHLly+nI0eO0Ndff007d+5UWIrT0tJo7dq1NHr0aBo/fjyNGDGCsrKyaOXKlbRnzx6pTBs1akRBQUHUu3dvo5kWfvzxR2n6Oe4e0aVLF9qxY4dRXEO2bdum+oI7dOgQdevWTWH9lDe6TJGYmEizZs2Spn6TP4v8/8yZM8nf358WLFhAX331FR0+fNhiurwcDeeLPnbsmDRvLJF+ftURI0bQjRs3KD09naZNm0YpKSkUFham+Eg2b96cwsLCyM/PTzGTxUsvvaSos40bN1YMLjHH/Pnzadq0aQqlvW/fvtJ0YKbw9/dXNF769u0rld/9+/eN5tLu27cv/fbbb7R582ZpcBPn0qVLVln57O3tqXnz5uTn50darZaOHj1K3bt3l9J85513aMSIEdIHWD41Yl5eHr399ttG0w9ptVqaPXs2Xbx4UbHfMO8JEyYYNVLr169PkydPpmHDhin8JydPnkxEen/p3r1700cffUS9evWiPn36UK9evejOnTuKcuzVqxe99dZbNG3aNEWDUq6oGg6W5LOqbN++nd577z2F5VQ+Gn7JkiV08uRJxfW+9957qgPwTC3Ny48fP36cPvroIxo2bJj0HpTPtKHVahVzQltCHu/kyZPUtWtXhctLWloaTZkyhd59910KDg6WBvm9/vrrRs9qXl6e0awfgH5e6rFjx9KXX35JM2fOpH79+lF8fDy9+eabRrNV1K9fX5ItOzubZsyYYXY+Wu4+NWLECGlmElPvm48//phCQ0MpMzNTcZ/5vK+AfsaV77//Xvq27du3j5YuXUparZbeffddxSCtt99+m2bNmkU9e/akL774QjXP9PR0mjFjBqWnp1N4eDi98847dPv2bRoxYoTinXTt2jXq27ev2d4lNbKzs2nmzJmKBvPOnTupY8eO1K5dO+rVq5fCLdHaOaNPnjxJs2fPppkzZ5pd1ja/wVpuFdnL+b8jofeLrQkg9BnSGwVgnWx7PIBVBnGmAwgBEMJ98l577TWrboqc7Oxs8vT0NBpZTUS0bNky8vT0LNDk0NnZ2eTh4aGaHue7776jevXqmawQb731Fg0cOJBCQ0PJw8ODtm3bRtWrVzc5mXtZ5NChQ+Tm5mY0EbOpuHXr1lV8MHr16kVTp05VxGvatKmkXBaWl19+mcaPH1/o87/77jvy9vY2OcH8sWPHqG7dukYDGuQMHz6cJkyYYLTfz8+P+vfvT+7u7gqlyhRcOVWbXswQbuU0NWm3IXx+Qm4RKgreeOMNeuONNwp17qxZs8jX15fCw8PJycmJTpw4UWRyFYaAgABydnZWKGHZ2dlUt25dxbO/aNEiI8tiQTh//jy5u7sbzcVrjrlz51KnTp1Uj/EuUHt7e5NKEkdugaxZsyY5ODgYWenMLTKgRl5eHtWvX5+++eabAp1HRDRixAjq378/zZo1Sxpom5OToxigZnhNFy9epNq1a1s9bZo1/PTTT+Tq6krbt2+nunXr0qZNm6TZD+SEhIRQ9erVC3TvZs2aRb169aL58+dTs2bNTMbbvHkz+fj4mJy7e9asWYqJ7j/66COr3hN9+/Y1+o5mZmZS/fr1FYvHmOMf//iHov7Nnj2bWrVqRc2aNaM5c+ZYPH/48OHUs2dPcnV1laY7tJarV6+Sg4MDnTlzhnbu3EkuLi4W67ka48ePl+rY88jmzZupbt26Fg1zhcQqPY+RXpErMzDGrhNRc8bYWgC7iCiQMRZKRK0Lmd7rAAYQ0dT87fEAOhHRu2rxBw4cSOaWhhUIBAKBQCAQFDvMmki2xS1FIdjPGLsFIAvA24wxZwBPniG9GAB1ZNueAOJMRRZKrEAgEAgEAkH5oMxYZBljbkQUn/+/BoDHRKRljNkDcCSi+4VM1xbAHQB9AcQCOA/gLSK6buKUslEgAoFAIBAIBC8u5c4iuyFfgT0OIBBAEAAQUQaAjMImSkR5jLF3AByGfgaDDWaUWIFAIBAIBAJBOaHMWGQBgDFWCUBvAIMA+AKIhl6pDSSi6BISo+wUiEAgEAgEAsGLiVUW2TKlyBrCGPOGXqkdCMCViDqVQLZlt0AEAoFAIBAIXgysUmQ1xS1FQWGM2TPGuFx20A/Weg1AdzPnVGKMnWOMhTLGrjPGFuXvr8kYO8IY+zv/t0bxX4FAIBAIBAKBoCQocxZZxtgFAD0A1AAQDP38rhlENM7MOQyAPRGlM8bsoPevfR/AqwBSiOhLxtgnAGoQ0b8siFC2CkQgEAgEAoHgxaN8WmShV64zoVdCfyCikQBamDshf+Lc9PxNu/xAAIZDv6gC8n9HFIvEAoFAIBAIBIISp0wqsoyxrgDGAjiQv8/GipNsGGOXASQAOEJEZwHU5lN65f+6WEpn4MCBhZVbIBAIBIIXipSUFAQFBZW2GIIiJi4uDiEhIaUthlWUpem3OB8AmANgDxFdZ4z5ADhm6SQi0gJowxirDmAPY8ysFVcOY2w69MvUom7duoWRWSAQCASCF46BAwfi/PnzSEtLg4ODQ2mLIygiWrdujaSkJJQ191M1ypxFlohOENEwAKvytyOI6L0CnJ8K/Vy0AwE8YIy5AfoFF6C31qqds4aIOhBRB2dn52e8AoFAICh+/vGPf2Dt2rWlLYbgBefOnTsAgDFjxpSyJIKiJCkpCQDw8ssv48mTZ1lctfgpc4osY6wrY+wGgJv5260ZYz9aOMc53xILxlhlAP0A3ALgD2BifrSJAPYVl9wCQVnkyZMnePToUWmLUe7IysrC48ePS1sMk2RlZeHHH3/E9OnTS1sUwQtMYmIiqlWrBgAICAgoZWkExcGRI0ewa9eu0hbDLGVOkQXwLYABAJIBgIhCAfS0cI4bgGOMsSvQL0F7hIgCAHwJoD9j7G8A/fO3BYIXhjZt2qB69eqlLUa5o3HjxtIHuizi5eVV2iIIXnCuXLkCFxcXREeX1FpFT+nduzcOHz6s2Pftt9/ilVdeQdeuXdG8eXO0atUKv/32W4nL9jxib29f2iKYpSz6yIKI7uln1JLQWoh/BUBblf3JAPoWrXQCQfnh9u3bpS1CueTevXsAAJ1OB42m7LX3ExJUvaQEghLj6tWriu2SfE7GjBmDX3/9FQMGDJD2/frrr/j3v/8Nd3d3NGzYEHFxcWjfvj0GDBggGvMFJCoqSrFtZ2dXOoJYSdl7QwP3GGPdABBjrAJjbDby3QwEAoGgJImNjS1tEQSCMolOpzPazsrKKpG8R40ahYCAAGRnZwPQK15xcXHo2bMnGjZsCABwd3eHi4sLEhMTS0Sm54khQ4YotoWPbMGZCeAfADygX9WrDYC3S1Og4qBZs2ZgjOGLL74obVEEAoEJLl++XNoiCATlhpJSGp2cnNCpUycEBgYC0FtjR48eDXlP7rlz55CTk4P69euXiEzPE4Y9PkKRLTgdiWgsEdUmIpf8Fb3eKG2hipqbN/VG5lWrVpVovr/++qtoob6AaLVmvXMEBtSooV/N+siRI6UsiTrcf1ej0RhZxkqaX3/9FXFxcaUqgzl27NiB+/fvl7YYZZ6MjAz8/PPPliPmo1bvSvLbwt0LAH0dlM+aEB8fj/Hjx2Pjxo1lzjVo165dZfp5ASBZuk1tlzXK1h3W8xlj7CW+wRj7GPoVup5LGjduXGJ5JSYmYsyYMejTp0+J5SkoG2RkZJS2COUKriheuXKllCVRhzdMdDodMjMzS02OlJQUjBkzBr6+vqUmgzmSkpIwevRovPzyy6UtSpnnrbfewqRJkyQrpyXU5hflUzaVBCNGjMCff/6JixcvIisrC+3atQMAPH78GIMHD8aSJUvQpUuXEpPHGrKysjBq1Cj06tWrtEUxS25urmK7pFxGCktZVGSHAVjKGOvBGPsCQOf8fWWSDz74AOPHjy/weZUqVQIAVKhQoahFMkl6un4VXzEAqPyQlZUFDw8PODg44MGDBwU6d/To0dL/0lR2yiNcUTxx4gT+97//lbI0xuTk5EjdqIWZJuz48eNo3rz5M00xNn/+fPTo0QOA8eCQsgIftBcZGVnKkpR9+D3kZWYJNSvdw4cPi1Ikszg4OKB3797w8/OTrLE5OTkYOXIkJkyYgNdff93onHnz5qnuLym4QSEiIqLUZLAGQ0VWuBYUECJKgl5x/Q8AdwCjiCjX/FlFT0ZGBvbv34+cnByz8b777jts3bq1QGknJSVJFaMkWzppaWkAgLy8vBLLU/BsnD59GnFxccjIyMCGDRusPu/69evYsWOHtC0U2YIhf5H7+fmVoiTG6HQ65OTkoEqVKgAKZ21/++23cePGDezbV/iptRcvXowbN24U+vySgCtlZX3UtTkiIiJKREHkZWStkqX2TklOTi5SmTi3bt1S/VaOGTMGoaGhePPNNwHo3Uj++usvbNq0CW3atEGbNm0Ufu5ffPEFdu7cWSwyWgO/htJ2B7KEoY4gXAushDGWxhh7zBhLAxAGoBGA1wE8ZoyV+MzkH3zwAYYNG4Yvvyz6qWcbNWok/S9JRVYoM+UbT09Pq+Ldv38fLVooV2jm1niBdch9isvaEo28QcqXAy2MImtjYwPA2PLyLJRFP2w+64StbZmcadIq6tevj7ZtjWaXLHJ4GVn7zVOz0hWHwv3kyRM0bdpUMdUWZ+TIkSAiNGnSBAAwbtw45Obm4vLly1Jo06ZNkctUWMp6F70phEXWSojIkYiqyn4rEZED3y5pefioPXNO2ceOHStU2vKHvSQrtvyDZ2330YvIrl27MG/evCJJa+nSpdi2bVuhzy9M16/alFHl9QVaWpTlXou9e/cCAKpW1b8WC9pI2bFjB65duwagaC0tZXEQKX9/l1eLLL+3d+/eLfa85GVkjeKiFqc4VhHkZRAcHFxkaU6aNKlUrKLyMnv//ffx559/WnXehx9+iN9//724xLKIsMhaCWOsSf5vO7VQWnJx64ca/fv3f+b0S7KlI7fI/vTTTyWWb3lj1KhRRTYt2ty5czFu3LhCny9XZK2tK6mpqUb7yooiWxatdmqUZYssH4zTtWtXAAW3yM6fP1/6X5QW2bK4SEN5dy3gDY7CotPprH7m5FZra+6l/H3E65Tau+dZ4d8tg0WSnomff/65VMaKyL/B33//Pfr162fxnNzcXHz77bcYNGiQ1fkUtZIuFFnr+Sj/d7lK+KakheEffnPWjqL4KD+LIvvLL7+AMWZ1q07+wQsKCip0vs/CnDlzwBgrsxPNV65cubRFUCBvSFn7MlGzjJWFWQumTp0KW1vbMt9NBTzbs92vXz8wxlCnTp0ilOgpWVlZqFSpkjT7SEFdhuR+/+Ya6uaQKxUVK1YEgBKb4mrWrFlgjFnVW8EtmUWpsJckt27dAgDJH7qg1KtXDz4+PlbFlSv71txL+XO8YMEC2NraFotFltfRolRk5emWJIV598XExACwXjm9efMmbGxs8K9//QuMMTDGrJ6JwhRCkbUSIpqe/9tHJbxk6fyiIisrC2vWrJEqnClF1nCd58J++J6lgvDBPNYM2EhPT8fixYul7eJyypeTlZWFadOmYcaMGdKo4S1btgDQv6B1Oh2WLl1aoiNdLVHWlKzCKLJqU+AcP37c4nkXLlyQ7k9RExgYiPXr1wNAsXaR5ebmYuHChc98H5/FIssbljExMfjyyy+LvH5nZWWhQoUKknJTUEVWrhA8y6wFHO7iUFKuBdxVx5q5OHmc8jo+gNedwlqUY2JiEB0djQsXLliMK8/Dmnspfx9pNBpUqlTpmZTDa9euYd26dUb7eSO8qBVZa57LuLg4LF++vMjyLEzPWHR0NICnDUZT/Oc//8HNmzclpfWrr76Sjvn7+xc4XznWfnuuX7+ONWvWPFNehaHMKLIcxlglxthHjLHdjLFdjLEPGGOVSir/27dvY8aMGZICa8qSNXDgQMV2YQfTPH78uNDWMv7iscba8L///U8aYezo6FgirdF33nkH69atw5o1a4xeBkSEgIAAzJ07t1SnQzFHWegGl9erZ1Fkv/nGcqdGhw4dMGHCBOuFKwDybrGAgIBiyQPQd3EuWrQIc+fOfaZ0isq1YM6cOUVev7Ozs2FnZ1foWQuKWpHli0eU1CTvfKCaNdY/3kVe1hqo1sIV8Ged1P/f//63xThy1wJrFFnDMq1cufIz9fx06NAB06ZNM9pfVGVgiDWK7JAhQzB79myEhIQUSZ6FaVBxi6w5q7xOp8M777yD1q1bF7mLD2PM4uxNnC+++AKzZs0qcVe2MqfIAtgMoDmAHwCsAtAMQPGYiVTgHzDe9X327Fmr/JT+8Y9/FDivBg0aIDc3t9Bmfz4HrTWKrNwCW7169QI9UO7u7vj8888LLF9KSor033Aex6ysLEmGkhjIYIqlS5fC1dUVOp3O6MWckZGBAwcOoE6dOlZ1tQ0ePFjh82RKEW7atCn++c9/WiWfXJGdO3euVcq1vNwN8fHxsTrvwnLlyhVUqVIFZ8+eVT2+du1a/Otf/yqWvHljbcWKFc9kCZWX85MnTxSrBhWUov6wcIusvb09AGDGjBlWWdzUKIwia9jFyV0olixZUqzLgTZp0gTvvfeepNBYmnw/IyND8tl88uRJmWiYFhSuGBZUidNqtdJIfqDgvqvWLGxgqKzY2dk9Uw8jP9ewfr366qsAnt0ia6iMTZo0Ca+99prZc/jc3b17936mvDmFKZ/4+HgA5t3eeLq5ubmqs04UpOxmzJih2LbWHSwgIADbt2+HTqfD9evXrc6rZ8+eVstmirKoyDYmoilEdCw/TId+Kq4SRf7xmTRpksX41o5Ml1sR1q5dC+CpH1RBKYhFVp6vk5OT1Ypsbm4u4uPjsWDBAvzyyy+4desWrl27hj/++MNiq0uuvPJWJSclJUVSdCy19p5F2bfE3Llz8eDBA2RmZhopq+np6Zg1axZiYmIkK+Lvv/9u0upw8OBBhb+yqYf51q1bFi2kDx48wKlTp3D69GnFfmsUD8OyBp5azSIjI62yzgL6j1lhfKl/+OEHZGVl4bvvvgMA1YUcTp48WeB0TfHw4UOcOHECgNKStHTp0kIpL0lJSUYfU74UZmHgFsSiQKvV4tq1a6hYsaKkyALAjz/+aHUa8veFOWU/ICBA1S/PsDenRo0asLe3x+PHj4t1ovfbt2/jhx9+kGQy12ADgAMHDgAAPDw8rIp/5coV1YUTDh8+XGoWXflAJ39/f6v9JGNjYxWDmax5b4SGhkr/rTEuGL7fKlSoUCS+lNnZ2Yr3LK+jz6rIGtb17Oxs7N692yieTqeT3vc8z4yMDLNlb637hlo9slS3uNzcteD33383+vYW5fSKhq4BlStXtqr3Q27sslaRXbNmDU6ePPnMPUNlUZG9xBiT1pVjjHUGcKqkMldr+V64cKHI/NyGDh0KAHjppZekFnNBV2zi8K4ga8z+8opSq1YtZGVlWfVSlD8wY8eORdOmTdGyZUv0798fo0aNMnneqVOnFC/G6OhoRX6ffPIJvv32W6vknzVrFgYNGiR9mIoSrmQkJSUZWc4yMjKkj3ZMTAyioqIwYMAADB482Kq0W7dubbTP2g9iu3bt0L17d6MuLWu6bNQUWWvPBZ7ejx49eqBHjx4FHgHLz+c9Bk2bNpWOVaxYEd7e3kX64u3Xrx969+6NjIwMxXP6zTff4IMPPihwei+99Gwu+XzVPk5RdolOmjQJmZmZiI+PVyiyBRmkKFc2TPnK//e//8XQoUOxcOFCo2OG78JBgwbB2dlZ2i6OgVXy54ZbFy29k5ctWwbg6XNoycrYunVro4FRZ8+excCBAzF27NiCilwkcEU2KSkJw4cPx2effWbVeYbTK1pyJfvf//4nKa+VKlWyaqW28PBwxXaFChWs7oI2x9WrVzFw4ECsXLlSsf9ZnyNrv+GLFi3C0KFD8d///leRpzmrdosWLdChQweLaasp+pbm7eXvShsbG5w5cwYDBgzAxIkTFXGK01WwatWqFhuBgLKhcefOnQLl8ddffxVYLjllUZHtDOA0YyyKMRYF4AyAXoyxq4yxYl/4XKfToXr16tL25MmTFb/m6N27t0U/Md71mZKSAhcXF9jY2BS665F/MKx5ecgreq1atUBEVg34Mme5lSuqhvz999+K7dTUVHTs2FFy2ZBbPy3Jz8vsWaeiUYMrssnJyZI1jy8mkJ6eLikl3333ndQYsDSfoTkF/+OPP7ZKLlP16MmTJ0hKSkKfPn1Mfmx4V5TaedbAX5y8p2DKlClYtmwZ+vTpY5WLhVyR/fTTTxUfkJycHDg4OBRIkX3w4AH69OkjlcnYsWPRt29fLFiwAMDT1v+2bduMejfkq/qY4/r16+jduzc6duyIq1evAgD69u1rcYq96dOno1+/fhgwYACGDh2K4OBgo8ZKUVlkJ0yYIK0imJ2dXWBF9sGDB+jdu7fio2Tq437p0iUA6stZyxvFPXv2hJ+fH9zc3KR9zzpy/eHDh3jppZcU9VvtHWnp45qUlIR69epJDROu2MpZsWKFWVcb3ii8csX0pycrKwv9+vUzGwfQ1zEXFxeMGDHCbDzDtOXs3bsX//znPy32qnz44YeKbUvPW1hYmPTf2dnZZGOYw12x3njjDenbUlSKbHBwMIjI6J4/fvwYN2/eRL9+/QrVi8kV0bfffttknNzcXMmyeOfOHYVyZs5KzcvAVKNfq9Vi+PDhqt+Oo0ePmpWbW6bDwsLwyy+/SP/lWLq/P/74o9WzGxlSvXp1qxoBcqW/oD0zP/30E+zt7eHg4ICZM2cWWMayqMgOBOANoFd+8AbwCoAhAIYWd+aVKlVSmMhbtWoFwLqZAU6cOGFyfta4uDhER0dLXZ0pKSnQaDRwdHS0WsEwhCsV1rTGeJxhw4bB19cXgOlWUFZWlvSxMmfFMzcIho+0BIDx48cDAC5evKga19TL7/Hjx4iOjpa6VO7du2eVdTAlJQVPnjzBw4cP8eTJEzx69AhZWVmqlm9u1U5KSpIUZu7nl5qaKr0gUlNTJUXXUvfZrl27VF8sSUlJ+OGHH6RtSx8+NTIzM7Fs2TIcP35c1dqo0+mQmJiI6tWrKwYHZGdnGzVcHjx4oNr1bij7pk2b8Omnn+L48eNW+bbKFVlD5YGIULVqVaM8cnJypOcgPT1doQx9/PHHOH78OObPnw+tVotffvkFR48exeeff4779+9LLjaGvl2AsZ+yqd4PPz8/nDhxQmEBT0xMRO3atU1ep06nw9q1a/Hnn3/i999/R0BAgDQIVP5SN2VJun//PlJSUpCTk4O4uDjcu3cPubm5uHfvnpEyqNPpjGaUcHV1lf4bWoHVWL9+PU6cOKGwmEZGRiI6OtroGeTPveEAk9zcXIUS4eTkBACoW7eutM/QUqfVagv0jvvyyy9x7Ngx+Pn5SbKqNaDMWcj4c9CyZUtpBTS1GTn+7//+zypXG3PvnYCAAPz5558YMmSIao9Leno6Hj58iIEDByIxMRH79u2zejEdQ0NCfHw8vvnmG4t+7ufPnwegvy/NmzfHw4cPTXbfPn78WFEnXF1dLTZY+fNbo0YNqXwLo8g+fPgQ169flxb5AJ4aLNSMKF26dMGff/6JiRMn4sGDB9DpdHjw4IHUyDUcPJ2YmCh9B3h9adGihcmV3uTPf1ZWluLZvXbtmmrjSf6OMTVI7tKlS/D398fmzZsB6MdTdO3aFa1atTJ6XgyRX8+qVasA6I1RcqxxFXzjjTcUOog1+Pv7o2bNmma7/h8/fow7d+4o3uny778h9+7dMzp+4MABZGZmIiMjA6tXr7ZaPk5ZVGRtAdwnorvQK7HDATwiorv5+4qV5s2b49133wUA1K5dW9FlpsbMmTMVS86a+mg1bNgQ9erVkx6mhg0bAtDPIFCYqbAiIiKkaYysVWQdHBywb98+yXnecAoxuazVqlUDYP4BMaXIzp07V7KWAfoVTMxhqiuyWrVqqFevnjR11H/+8x/Mnj3bbFqA/uPapUsX1KxZE+3bt5eUOldXV6OHhFvLPvroI8laWq9ePQDAa6+9png4C9JdYjirhVarNapL8pe3Odzd3aX/mZmZ0otI7YUUGxuL7OxsjB8/Xip3Ozs76HQ6hZXl3r17cHV1VVX+zI08tmYEP/+YmbJEVq1a1ahe9e/fH87OztBqtWjUqJGkIAFPLXzcD1OOm5ub1XM9/+c//4Grq6vqVDRqz62Pj4/kHqGGmkWcN3Jq1qxpNu3Dhw/Dzc0NTk5OGDBgABo0aIC6detixIgRqFu3rqJXCFBvUMqVV2s+TmpTOOXl5aFevXro0qWLYr8pRXbQoEEYPXq0tM3Lx9vbW9rXpUsXheVp3LhxcHZ2tqp7EnhahseOHZNmfFBTEMx9XBMSEpCdnQ0vLy/JP7wwcAXWXL3nity9e/ekuX3lODo6ombNmorn76WXXrJKmTVUjAvq4nby5EnUr18faWlpJueTrVatmuJ9XadOHSQnJ5tV3vl3TN4rUBhF1sXFBS1atMDIkSOlffw9m5WVZVSvuYX0/v37cHV1xcSJE+Hq6goPDw/s2LED1apVk67zwoULcHFxQc2aNdG1a1dJ5mrVqimeTznyb9Hq1asVRosJEyYo3kvy/RxTVlvDb/zSpUtx+vRpeHl5qfrky1H7BhvKYU0PV0pKCurVq6e61K8aY8eOxdChQ+Hk5GRWx6hWrRoaN26s6DFV6xXkNGnSBD4+PkViveeURUV2FwAtY6wBgPXQK7O/lLQQZ8+exYULF4xaPoY4OzsrPnZqXWA6nc6oMnIn8ypVqljVmlq4cKHU3QcoHxhLU54sW7YMhw8flj587u7uqFq1qknzv3yxgsJYZPl8oRyuGJoiOzvbqnlOAWDnzp1G+3JycvDaa69h4MCBeO+99wA8dXvgVlaOYTcOb5nL4/GPMv9o8JeevLw++OADvP766yZb4KdOKd261ZRgS11KHG5dASyPvuYvk4YNG+KTTz7BTz/9BD8/PwBKxYtbAdavX2/0EszIyDA5uGnXrl1mZb1+/bo0UMKUe0S1atWMfLR570DDhg0RHx8PrVaLDz/8EKtWrZIGUezevbvAH3J5HocOHQKgnFM3MjIS77//vpGS5+Ligq1bt5odYKLm6sI/hHIFRE2Rlc/ocPz4cek5O3jwoLR/zpw50n9LK/EZvkOCg4OxZMkSxT75u6l37944efKkVP/l7xbg6XNvWC6G3ZP8fMMPqzw9Xh+sHQuwfft26T8f5Kn2nIWHh+Of//yndI+3bduGDRs2YPLkyZJvr4eHB9544w1UqlQJXl5eAPRlY9hTYMr/nr9bIyMjTX545c9PQZZRPXfunGL72LFjWLFihWKftX7tly5dkq6Zvx/atGmDunXrSr2KycnJil64ZcuWqXaz+/j4IDc3V3XgG0+fz9LDlXhA37AqiH/0pk2bVJeC5gM35T2DHP4s8brMXW0A4MiRI4pj8h7Ay5cvS36l1apVUzRu5HXB0MpvSiHbtWsXNmzYAEBpkHjzzTdx5swZo/iG6fAGgLe3N3JychR1nrN27Vrs2bNH9ftuWM7ycgD0LkGmXPGsdTHgdc/FxQU5OTlG717+/KkRGRmJP/74A4C+0c57IteuXSsZY8zNcFLglcmIqEwFABfzfz8G8G7+/0sllX/79u1JzqVLlwgAASCtVivt5/siIiKobdu20vZrr71GhqSmpkrHeeC0a9eO6tSpY3SOnKysLAJADg4O0r6dO3dKafn4+Jg8NyUlRYrXrFkzaX+DBg2oSZMmqufIZTx58qSR7DzUrl1b9fyaNWsq4mm1WpNpqJWJoRzyUKNGDaN4X3zxhVXpAyA/Pz/Fuc7OzkZxtm/frtj28PCQ7q1h3BUrVpiVl4cdO3YotjUajdn7zuPZ29srtgMDA+mtt94iADRw4ECj83744QcCQIcOHZL2ff/99wSAxo8fr3qNU6dOVeRx7Ngxs9cSGhpqUm4fHx8pXqdOnYzOnT17Nr333nsEgKKjo6XzGjdubNX9W7JkidX3GgC1adNGymPIkCEEgD788ENpX79+/QgAVa9eXXHeK6+8QkREU6dONVk/V61aZTJfOzs76X/Pnj2Nzv3666+tkj8sLExxb+TlSEQ0evRoAkAzZsxQpF+lShUCQOnp6dK+yZMnG50vv0dyXnrpJQJA06dPV+w3lKN3795ERLR27VrF/rVr1xrJcvr0aaNyMMTwXVmrVi0iIvrqq69MltGZM2dUZQNAmzdvJiKijh07kru7OxERaTQa6XrVzpEjv8fLli1TlXnjxo2K81NSUsyWGQ9ffPGFajw5Xbt2NXm+nKpVqxIAyszMpPv37xMAevfdd4mIKDo6WjqHf0P4N8VUmRneQznr16+X4n799dfS/gEDBpCjo6PqOWp069ZNSsfFxYX8/PwUcgwcOJDu3r2r2Mff1xUrVjSSW/5+IyJas2aN6vUFBQVRly5dVMvS8F7ywMuXl7H8PFtbW0XcN954w+ha5d8ojUZDmZmZREQUGBioeN/I4fHl5cSDYXxTdcOaumMqX/68zp8/nwDj974172x5eubkMQypqamSONaEsmiRzWWMjQEwAQCfOb3UFsqWdwfLW8cajQZvvfUWvL29FStu7Nq1S9FycXZ2xhtvvGEyfXt7e9y7dw+zZs2S9iUlJYExhs8//xyMMXz0kX71Xt7yHzJkiGJAUUREhDTFjCFy3155y9Hd3V2ykGzcuBGMMaxevVphgerbt6/C0jNixAiFFVb+X46lUdu88hnCl9T77LPPTFrCHj58CFtbW/z3v/+V9pnrxjBkw4YNYIyhbdu26Nixo6qlx9DiyQfSqA2ACAsLw7p16yxODWNYBxwcHKyyxBtaxAYOHCg5/KtZJ3lZyK3gfHAJ9xHUaDSKeVHXrVuHpUuXSttq3aNyzHUzya/J0OLUrVs3fP3112jQoAEA5RQt1vh4AsC8efPMHp86dapiOyEhAYwxdO3aVXUhBl6+hpYYR0dHAMqRuIbWB/48yrvaOXIL5V9//YUGDRpIFkEAqpYoNdR8Lrdv346vv/4aAKS6II+3ZcsW6T64urqiVq1amDdvHjZu3CjF6du3r9l8+fmmLIK8XPizYth9L/dBtHa6LMB4ZgF+XYbPuPy5MDcTiKenJwB9/eIWVS6PKQur/D7Lra2G9X7KlClgjEkDgbkbBB8saIm5c+dK1lK5a4adnR2mT58ODw8PVeueGtxyOX/+fMl3mt+TOnXqSLMucMuaucGBw4YNg42NjckV+OR1lz8nnLS0NKvnHH/48CEaNGgAIsKDBw+ksRucwMBAyTrL4fVObZyC3AJpzse3evXqRj0IjDFERESo+l23aNEC06dPl7bl75hWrVoZPcs7duyQloblz4f8/Xru3Dmp/AcMGAAHBwccPHgQ33//vaq8hlMwAs++wIfhc52UlIRq1apJvcuvvvoqunbtCuCpa5uhX2tRL0f822+/Sf8LPEuUtRpvSQXoF0D4HsCY/G1vAJ+UVP6GFlkiokaNGhEAio2NpdWrV0stskmTJhERUc+ePRWtCW7h4pYww8AtCEREvXr1UrRYNmzYQP7+/iZbnWfOnJEsHMhv3cnPN4RbbJYsWaLYP3LkSKpQoQIREbm4uEitYsP8xo4dK/0fPXo0ET1tVTk7O1NoaCj99ttvkuWDSG/lrFSpEn3//ffk7++vOGfp0qVSPMO8DFu25oKnpydt27aNkpOTqUGDBlafZy7MmzePtm/fTnl5eWRjYyPtb9++PQEgd3d3o3NcXV0LlRcvI1PweC4uLqplxYPcqrl//35ycnIiQGmJIyLJCgqAKlWqZJSO3OJgKezZs8dI3piYGCNLtmHo0qULEREdOXKEAL01Ly8vj4ist8haCsuWLbMYp3379rRz504KDQ2lgQMHqsbhz/D06dMV+8PDw6U6zS0VH374oSJOx44d6fbt26rpcubMmWPV9XCriHxfUFCQouxtbW2lZ1PeUyMPjDHp/5dffin1LhlaZDdv3kzJycnUtGlTAkDe3t50+/ZtWrNmjUIOT09PWr58OUVGRhIR0R9//KHI791336Xjx48TEVGFChUIAG3dulUhd3BwMC1atIhCQ0Ol37NnzxrJvn37dnJ0dFTs8/T0lP4HBASYfEa4Rbt///5UtWpVCgoKko5dvHjRZLmHhYXRZ599Rs2aNZP2de7cmTZv3kw//vijan6LFi0iAPTTTz8REdHhw4dN3g/DOlGYur5gwQJ69OiR4nx5OX3//fdSWfOeuZYtWyosl6bkady4MdWpU4d++ukn2rp1KyUmJkpprV69Woq7bds2aT9/Tzo5ORm9HwzZt2+f9Kxw1N4f8vewqTBkyBDFNxHQWw9/+ukn1fixsbE0adIko/1r1qwxstQC+p4lU9ZdS+HYsWO0cuVK1TrJkT+bN27cICKiq1evqqa3dOlS0mg01K1bN+n87Oxs6fjcuXMVvXGm5Nq+fbtCBsPrGz9+vHRs//79BDy1AgcGBtK1a9eknkrDcObMGakeHD16VNpv6p3Iw6FDhxT3j1+CNaHUFdeyFtQUWf7R+fjjjwmA1N3Iu/P69u1LAKSHoHr16rRt2zbVm2XY9dK5c2fp2OHDhwnQfzzM3XB5d7hcEc7JyTGSvVmzZuTl5WW0n3fjZGVlSS8Lw+5VwzBx4kQievpw1KpVy+jlQaTv5urfv78iP64QpKWlSfsGDBigOF/+QFsb1LqvCxMM3STkL/sffviBHB0dCyWfqcC7brkiZwiPx90PTKVTr149IiIj9w1D5F2JDg4O0v9KlSpJ9dfaoNblKHcpMBU6d+5MRESJiYnSvu+++46IiOrWrVsk5bpnzx6qXLmy1fE7duyouv+dd94hIlK8XIGnCj8R0ezZswkwdkWJjY0lIqLBgwcbpct5++23rZKPf5Tk+2JiYhRlX6lSJRo2bJiiy9NU4I1Xjvz9c+fOHalM5IoiD3Il0NPTU5GOKaWQiCQ3i1WrVqnWcR5atmxpVN6mQsuWLaX/XEFWi5ednU1ERMOGDTNqwJlrhMqfEbVg2OUNPH1/8++CqXMNG0+WXK/U7gUP/PlRO7Z7925FeVvT4OfvG7kbCqB00ZG7eezfv1/az79bllzl5NfbsmVLaf+ePXusuveGQavVGj1Pp0+fphUrVij28W9Fdna21JiWh/r166umv23bNkXdNxWqVatmZOx4/fXXjeLJGwVq985c3cnMzKQ6depQu3btpPPDw8Ol44aNXG6EUwtyuGLP5V+8eLF0LDQ0VDqHu50AUH1n84ZJixYtjI6pGVDkgSvAAOjEiRNS8VgTSl1xlAQB9kM/vZadyjEfAJ8D8CtuOdQU2cWLFxOgtyDJC/69994joqcfrMGDB9Mrr7xCdnZ2qtZUXtnltGnTRjr2448/EqC0sloKcotpw4YNKSAggOrUqUM//vgj9enTR1G55Hz00UcE6F/I1uY3bdo0fc2SXYv8uNx6MXz4cKM8DZU2bhV69dVXFT6FBQk1atQw2te9e3ejfWofHh5at25tJBtXUlq1akVEZPSSmzVrFgUHBxultWDBAovXkpOTI1lIP/74Y6Nykpdx/fr1iYgoICDAZHqrVq0yKgdzafLwwQcfEBHR0qVLC1zmTZs2pbS0NFX/LVNBXg/lZc8VCm6xvXnzZoHkOXHihPRfbu2QW45MBVMfd142ROovZbkvZ3JyskIGc2XO67211/bbb78ZpWNYV7nSxS3E5kLFihUV58oVWfmHRC3IFXZDRTYyMlL1nE8++UT67+joSMuXL6fmzZsr3nvW3A/DILec1alTh959913V9xjnjTfeKFCdshR4w+2dd96R9kVGRpKbm5uknJk6l4gUllPu02oYfH19KSEhwWx9mjNnjslGhGGvTKtWrSxeF8fQkmxnZ0dEep9xuWItUzgkxaZBgwbUvXt32rx5M61atYr69etHRCSVlbz3h7/fiMy/4yzJbNgT07VrV6pXr55iX2hoqGKci1arlXo/TQX+rD169MiiHFWrVjWqv2rGIUODk6m6Zepa69evT82bNyciorFjx9KIESOk40ePHiU11NJq1aoVnTx5UvrWValShbKysowayvJxNuZ8+zdv3ixdW2EMTDdu3JD+V6hQgRu9yp0i6wrgKwDhAM4DOAjgKIAIAEcADC8JOdQUWd6yM1QW+ICJkSNHEgAaNWqUkcO6YTAcrMS78AClddVSaNOmDc2aNUvxoQBA7dq1I0DZxTRgwACja+LO52qWY1MP0oQJE4jI9AtaHsaMGWOUpyksfYDfeOMNmjRpkmTFlAe5VfiHH36g0aNHU0REhOrLw1T6DRs2NJJp69atBIBq1qxJRETfffedFH/gwIGSM7phWjt37lS8qA27xnidmTVrlrTvzp07irzlLWw+QE/eRcNfOvx/jx49FMcMB7RxDGXl7iYJCQnUt29fWr58eYFePLzhZSm4ubkRoO/S56h1rb/00ktERJScnGwxTT5wC4DCYiD/UFnTrVu9enVVSwG/T0R6i4ThR1E+4CUnJ0fRUDJX5kQkWT7Vrt9QlsWLF1NMTIy0zZV9OQVp+Bq6s8gVWT5Q0FSQW+kMFdm0tLQC1R1L4fXXX1d93gG9C5Dhe48HR0dH2rdvH3388ceKbu9hw4YZxeWuVLx+FibI3cdSUlJo2LBhpNFoVK2LK1eulKzSf/zxh5S/qW7rKVOmWHyGX375ZaNGwejRo2nevHlG5xp2m8sHKQOgPn36SHHVlGvD/Hv06EFZWVnSOdwtRK1HRP6M8tC/f3+FBdFwQKw8mBqExeWSWwpNBcNGARFRenq6kYEK0LuJGHa/m2p88eDg4KAw5piT19w9NQyzZ8+mwMBA6Z3Ee1kN3Q+aNWtmsYfvzTffVJzTpEkT6b+rq6vqufLzTX0j3nrrLUXeamWqFvbt20fz58+nHTt2UGxsrOLY6tWricqbIqsQCvAC0BVAGwBVSjJvNUXWlGWHvyx4a3/ixIlS68Yw8A8GH4XLmTJlilU33DDMmjWLiPQ+tZbijhs3zuiaTPkPcQuhWrp8NKb842cqqM3eYAq1l5w8cJeFvLw86YHlx7ibheHIcLWXh6n0nZ2djWTiLXD5y537gMlb1IZpZWZmUuvWraVtud+xvFtX3rI1dP2Qd9n84x//ICKi06dPS/s6dOig8PEy9C+Vf1zMlQn39ZMzbdq0QtVHw/KUbx8/fpyAp6OoifTKs+F5Q4YMISLzFkvecJE3VsLDw6VGphy5ldRckH/gX375ZQL0li5D5N2G33zzjaJupaenS2mZK/OsrCzavXu3tC13bVi9erVqI0yu3J49e9bifeVBTaGoUqWK4lxT7ytL4c0331SkUxArszXhzJkzihkDOnbsKI3gz8vLU50JBlBa0uWojf6vWLGi5Jojt9ha6gKVB3ljKS8vz8gfkgc+nkKOJeVLPp7A0r3mQW3EPIfP0MGDoTVS7lupdj8N81dzZTMll5qBxxCuCE+bNo3s7e2leLwX01TaRMYNfbUgb+RaklsNeY8ENxgBT8d2VKlSRWGYMievHP5dAUDNmzdXxF25cqVRfFPuUIa+t2rXR0Q0atQoaVveiGvcuLHF8029L6yVEYDC5UqOmmsUWam3lcVZC0BEUUR0hoguE5Hlod3FDB+dJ5+YHoA0WwEfmVi5cmWjiZaPHTuGS5cu4YsvvgBgPIJ/9erVZpd6lbNp0yY0a9YMwNO5TeWjXU3h4uJitM/U/Lh8YmrDCdmBpyMl//zzTwQFBYExZnLlI2tG5HNatWqFJk2aqB5r166dNLLXxsYGYWFhCAoKwvLlywHo55esUqWKYv7NgqI2c0HVqlVx+/ZtxeT5QUFBuHbtmurE8oB+3sLKlSvj4MGDqkvRykd9fvTRRwgKCoKHhwcSExOxbt069OnTBz/88IMiHh/JKh9lfPDgQaxZswavvPIKAP2cgW3atMH+/ftx48YNkzMAxMbGIiwsTKoPavOb/vTTT4oZDQqDfOWn8PBw9OrVC6Ghofj222+l/WoTi3N5zK2pfu7cOZw4cUJR7x0dHXH79m2jycjlK18BkGZLMOTll1+W/vNnWW3lH3ldN1zL3t7eHlevXjUaZW3Id999J42K3759O44cOSKtiqXVauHt7W00/yN/7kaPHo1OnToZpalWH//44w/VmUwMZ9f497//rTpRvr+/vzSC+f/bO+/wqor0j38nIZACIfTemyQgVUUQBdvSBFFYEAUEaaIIsqw9sqyiLqJo4IeUpUUwgBTBrICAgCI1UiMxkEIPJCQkJKRy7/v74zKTOe3em5CEAPN5nvsk99w558yZM+Wd933nHbl8AMcWn3yHIo6HhwdOnjxpiNvMkeONynTr1s00OH1AQICIKtCoUSNs3boVW7duRXR0NDw9PcWGLXqsjptFTMjJyRFlxzfv6NGjB5YtWybStG3bFlFRUabXBLRjgqenJ1q0aGGaziy+qn7TFD1WfaIVv/32myGeqIz+Hejje7vajY7HTeVY9YNm6M8122jkwQcfxNGjRzFv3jzEx8dj4cKFTq+5Z88eEUmGR6ewIjo62mm/4g5yBIsXXngBwcHBAPL7CiISETFeffVV0f7q1q1ruasl4Igj3aZNGwDaiDF79+413b2xQ4cOptdxRxYAtBEd5GggVm1Uxp1d8ADnO3tlZ2cjISHBEAXIx8cHUVFRbu2iasBdifde+ZhpZM+ePUutW7fWaA4bNGhAv/32GxE5Zmr169enDRs2aMytcpxPHpuzVq1ahusT5cde1Zui5UUHWVlZNHv2bKpfv75YEZyTk0MPPfSQRkMEaP1X5Vh/nISEBMPs56GHHhKzVrNYotzXidO/f3+aNm0aDRkyxBDx4LHHHjN9Tit69uwpzm3YsKHwm4yMjDRNz+PvAY7FcXqmTJkiZsdcS/HSSy8Znqlnz55iwURh4NfRa4L4wo9q1arRJ598Qv379zc9n+fJLJ7tokWLRDpe92Qfa/mdjxs3zu08Hzp0iNq0aUOXLl0y/Z37hOs/ZcqUoenTp1OXLl1cahxefPFFjXneDJ7+jTfeoPr169OSJUvEbz169KCWLVtSYGCgZaxTuV2YIWvtGjRoQF988QWFhYUZNNiHDh2i0aNH06RJk+jw4cPUokULSkhIMFxP9r3m7kT6POmZMGGCWLWPm1qbcuXKUatWrUS+uXZHXgxl5mZkVZ5mfn7nz5+ngwcPUlBQEAUGBtLGjRvpwQcfpDVr1hjO1y/a4O2cu8jozbpmmnwZno5H0ABguaBwyJAhNGXKFAoMDBT+hE2aNKGcnBxKTk6m1q1bm2qhiUjEU3Ynb840dkT57XDkyJFks9nEGgfu123mglW/fn3KzMykkJAQeuKJJ4hIu9pcXifBo0ro6devn2W+9C5HRI62ed999xncArg1wxl6s7AcX/b+++8XsU3179FZuenhLmtBQUGG6AjyYlke+cMZubm59NBDD9GGDRuIiDQLp/Rxk2/cuEGdO3em9957z+28Wj3rzJkzTdOkpqZS1apVqVKlSpSUlCTGyCpVqtADDzxAYWFh9MUXX1CDBg1o3759Gt9VIqLg4GB67rnnTK/NteUffPABDRw4kKZNm2aZVzNfYlfvf+rUqfTss88SkbWlytmYPXHiRMt6IEcs4jiLYOMsDjmH95nkptx22wXHkvgA6AEgGkAMXITyMhNkZVw1jKVLlxKQ70/K4Q75ZsHRifJ9uPSmCW6Cnjx5stN86U1tshlU9hWTkX3Q9IHPzcz9I0aMsLy/HN4JMHdncAZvKO4KlQcPHhT3kjd6cIXcmTvzCXIXbobUw1e56l1J9PBFd/qPvsOLiYnRDKxEWh9QMwGlsPA6p/ep4yuXzfyNIyIi3B40OAVJb5aWT56s4OZRM9cRXp6tWrVyO79W5jJX6AceObQNUb5ZW15lzhdYyMKg1cJAIjL0G1bCvRn6BSk8sgi/N5+UORu4ZADH4iB5Ej5q1CjTUEpmfqAFQd9+duzY4XZauQ8YPnw4AfmRWbiLgNze5GgyVvVGXhRERPTaa6+ZtmezfOmFfWemcCKt8GVm5tejdxfQB/Z3dn39x0x5YAUfi3hZ8IVjBUXOvxXyuCUvunVFQdozh4eTMvNbJ8o3lVttHCTD3/3777/vMq2+/3VVT8wwe6fOhGerc5yV1/vvv0+Adj2Dp6enW/njfQ65KeMZ7WelAMaYD4D6RBRdBNfyBPB/AJ4CcB7AQcbYRiIyt4HdIkOHDkV2drbYFpTTrl07LF++HH369DE9b+XKlVi+fDliYmI0pqzJkyejQoUKhkDveipWrIiwsDBhFpb3wLYyu2zYsAGrV68GYAzqLgc4X7p0KWw2G4YMGWJ5f9lU9OKLL2LBggVO86vn888/R2BgoMvn5MjmSDnQuysmTZqEChUqoEKFCqZm2oJy7NgxxMTEGI5zs5uj/VsjmxzHjh2LjRs3IiEhweCa0aRJE4SFhWnMvP3798fXX38NT09PPP/887fyGBq4G0Nubi4OHTqE9PR0nD9/XphCvby8sHTpUrz88svinMqVK+Pw4cMFCmS9bds2zYYjztixY4fBBH3w4EGnJjsPDw9s2LBBuKbINGnSBCtWrEC3bt3czq+724Xq6d27N/r06SM2ZPjss880vy9btgw9evTQ7DdfqVIlLF++HE8//TS2b9+O2NhY/OMf/7C8hz5AursbTAD5gf6//vpr1KxZU5gYeZvWm4Fd7eu+YcMGtGrVCi1bttQc//HHH3Hq1Cl4e3sjICAAMTExYkvpwiJvRgPA9F3r01aqVAkffPABUlJSMGzYMAD5rgXOtn9evXo1tmzZgkaNGlluKOHv76/5zvsBZ/vKf/7552jevDmuX7+O7du3o1GjRggJCXFpCt+zZw8uXrwIDw8Pt8z88vXWrFkDHx8fREZGarYklzl06BDOnDmDmTNnii23p02bhqZNm6Jz584u78fh5V6zZk1s3rzZ5ZblzvIfGhrq9FnlDRqio6OxYsUKl5t/yLi7bTgANG/eHMuXL0fPnj1Nf/fx8UF4eDiaNWvm9jXdwcvLC5s2bcKOHTvQpUuXW3aZAIARI0a43Gxm9erVGDlypMv2z5k2bRrq16+PESNGYPz48fjvf//rcjzkdO3atUCuK7ddW6r/wBGCKxpA/M3vbQFsvIXrPQxgi/T9XQDvWqW/VY3srbJlyxbhPO4qHp8ZTZs2pa5du2oWa/Gg5QUhJyeHPD09nWqBZOQQMPrwHcVBZmYmMcZMV+eWBrjG2FVwcHkL4LS0NLElMjen3Q541ITFixc7TSeb6Hlg9rsZOVIB/5hFvDDjt99+o7JlyxYomkdBGDNmDHl6elLbtm01W1m7w6RJk8jT09Og2eFayUuXLmkW60RFRbl1XTkyBXfDKmrkLcRd9cs8OgqPjiHDza3btm0jonxtmyvtsxnVq1cX4Qd5P+COKT0yMpKA/JBrxcFDDz0kQje5C48byxfGFRS+OJdvFFGcyDGqC8KYMWOcblBT3PAoF4cPHy6R+/Eyeuutt8jPz88tjT5R/uYI/GPWlszgkVcYY27n8WYYO/fkPHcTltQHwB8AKgI4LB07dgvXGwDgv9L3oQDmWKW/3YJsUcLN3u5WUkXRwQelgpjg7jRkP87CmLcUiqKA+y6vXr3aaToeQq9v374llLO7g48//pgAR0i0wsDN5q4mxkUB3+XqdgqldwIlLcfwDXn0cfSdcTNcmltyXml0LbhBRGmu9q4vAGYX0ui3GWNjAIwBIFYQW7F06VK3VveVBnbu3Int27cXTEWvKBKCgoLw7rvvin3Y70ZWrVqFkSNHFpl5S6EoDCtXrsTMmTNdute89tprOHXqFKZNm1ZCObs7mDRpEs6fP4///Oc/hTo/LCwM06ZNE24cxUnZsmUxbdo0PPPMM8V+rzuZ3bt3Y8+ePSV2P29v7wK/F3fdzgCAEbnns1BSMMYWAdgO4B0AzwN4A47dvsYV8noPA/gXEf3t5vd3AYCIPjVL37FjR4qIiCjMrRQKhUKhUCgURYNbGs3SqEaZACAIQA6A7wCkAZh4C9c7CKAZY6wRY6wsgMEANloltoqvqlAoFAqFQqEoXZRGjexAIvre1bECXrMXgK8AeAJYTETTnSQvXQWiUCgUCoVCce/hlka2NAqyh4iovatjxUjpKhCFQqFQKBSKew+3BNlSs9iLMdYTQC8AdRhjIdJP/gBu3J5cKRQKhUKhUChKK6VGkAVwEUAEgL5whODipAN487bkSKFQKBQKhUJRaimNrgVeRJTnOmWxUboKRKFQKBQKheLe485yLZBoyBj7FEAgALHPIhE1vn1ZUigUCoVCoVCUNkpj+K0lAL6Bwy+2O4BQAN+W1M35fvKlmZSUFFy5cuV2Z0OhUCgUCoXitlIaBVkfItoOh9vDGSL6F4DHS+rmd4KAWK1atQLteqFQKBQKhUJxN1IaXQuyGWMeAE4xxl4HcAFA9ducp1KF3W6/3VlQKBQKhUKhuO2URo3sJAC+cGxN2wHAUADFv0mzQnGX8sorr2Dy5Mm3OxsKhUJxT/Lcc89h+nRn+zApboVSF7VAD2OsDIBBRLSiJO7XsWNHioiIKIlbFRrGHAv5Svu7U5QOVH1RKBR3G56enmjdurX4/sMPP+D06dPo168fGjVqJI7PnDkTTz75pGn6hg0blkheVR9caNyKWlBqNLKMMX/G2LuMsTmMsaeZg9cBxAD4++3On7vY7XZ88803yMu7nRHESoZLly5h5cqVJXKv+Ph4rF+/vkTuVVj279+P33//vUTutWvXLvzxxx+uExaQjIwMLFmypMDnhYeH46+//iry/JQEdrsdCxYsQFZW1u3OisKCJUuWICMjw+30mzdvRlRUVDHmSHG78fHxwZEjR8SHC6Vdu3bVHH/yySedplfcBRBRqfgA2ABgKYCxAFYD2ApgF4C2JZmPDh060K3wySefEACaMmXKLV3HGXDEui2267tLYGAgAaBLly4V+72qVatWbM+cnJxMCQkJt3ydknwvBblXQdL26dOHANCmTZsKnB/GWIHOKU7i4uIoMzNTc+zEiRN048YNQ9p58+YRABozZkyJ5O3EiRMlcp+7ha1btxIA6tGjh9vnACAPD49izJXiduPn52c4tmPHDurdu7fb6UuK0jJm34G4JbeVGo0sgMZE9DIRzQfwAoCOAPoQ0ZHbm62CERkZCeDOiH5wq5w5cwYAkJmZWez3SkpKAlA8C93q1auHWrVqFfl170Ti4+MBOLTtBYVKidnMbrejcePGeOqpp8SxU6dOITAwEMOHDzek37NnDwAUSONXWJYuXYrAwEDMmTOn2O91t5CQkAAgv79xF7Uo9u4mKysLbdu2Rdu2bdG/f39x/LfffhPH27Zti9jYWKfpFXc+pUmQFbZ4IrIBiCei9NuYn0KRmpoKAKhYsaLTdFOnTgVjDFeuXEH//v2FD01BsNlshclikcHzfKsDRrly5dCvXz/xPS8vD4wxvP7664a07grNbdq0Qb169dxKWxKC+K0yadIkMMaQm5tbrPfx8HB0CTdu3HD7HDlPpUF44AKp7OZx/vx5AMCKFSvwt7/9TZP+7NmzAICaNWsWe9727t0LwDHYKox88MEHYIwhLS1NHON1qjB9pMKa9957D4wxXLt27XZnpVDIrgKy25netaBJkyZO0xc3t3ucvhcoTYJsG8bYtZufdAD38/8ZY3dMS+OCrCvt1Lx58wAA0dHR+OGHHwAAvXr1wpdffun2va5fv16oPBYVfGB56aWXbuk6ubm52Lhxo/jOy/D//u//DGnd0ZotWbIEx44dE8JLaWXJkiV44IEH3BL+5s+fD6BwmtKC4OnpCaBgnW9KSor4vyS0mq6Q88D9iLlGHwB+/vlnTXoutOfk5BR73nj52u127Ny5E61bt75tgkRaWhoCAwOxe/fu23J/M/7zn/8AAM6dOyeO8b7UXUG2NEym7gT4GBQXF3ebc3J3o3zvi59SI8gSkScR+d/8VCCiMtL//rc7f+5gt9vFAgN3B3RZYNi0aRP+8Y9/mKbLzc3F8OHDcfnyZXEsPd1cYZ2Xl4eXX34ZFy9etLzv5MmTsW/fPsvfZ86cie+//95p3vnA4uw6rjATxq2eyyq9npEjRxY6PyXJyJEjERER4Zb2s2zZsgDcE2Q//fRTU43Dr7/+annOV199he+++65QWvarV6+K/9PT07Fy5coiDTWzevVq/Pvf/3Y7vdz2/vnPfwLQCrJ6+DM708zz9ufsOu4gTxTGjx+PyMhI9OzZ85auWVjWrl2LqKgojB8//rbc3wzeFvhkFsivi9xaADjy/umnn5peo7itFncLXl5eALRlXdx88skn+PHHH0vsfqWBoprcL168WCg0CsOsWbOKbHH22rVr8fnnnxfJtYoEd51p75WP1WKvrVu3UkREhOlvnOTkZOHUPXDgQCIiiomJoTVr1mjSLVy4kPz9/QkAbd68WZwDySH8xo0bFBISQjabjYiIevXqRQDEXwAUFRVlmo+5c+cSAHriiSfEsdzcXJo9ezbZbDbKzMwkAOTr62v5LHDDOb1ixYq37MQeHx9vuMbhw4cNx/j3o0ePuryml5eX4fzQ0FC6cOGCafpbfYbCXoenT0tLI5vNRiEhIZSbmyt+3717N+3atYuIiKpWrUoA6McffzTca9WqVXTy5EkiItq/f79l2ZUrV85lXjp06EAAKCQkxGX+586dS5mZmbRnzx5x/okTJ4p8YQO/nruLCiMiIsQ5vA1MnTrV0MY4nTp1IgA0ePBgy2tOnz6dAFDfvn0L/yBENHHiRHEdXtZFWVZ6zp49SytWrDD9bdWqVQSAmjZtWmT3y8zMpLlz59LcuXMpNTXVMp3NZqM5c+ZQWlqaOJaUlCTKY8OGDeL4ggULCADdf//94pizcpOv44yNGzfeFQvvsrKyaM6cOWKscJfatWsTAFq1apXp74sWLaKUlJSiyKKgKOu71WIvf39/atOmjfh8//33lulLgtjYWM1zr1ixgs6fP+/yvM2bN9O+ffvE91stu6Is++Lut+RbufMpNRrZ0s5TTz2Fjh07Ok0jmwi55vCBBx7AgAEDxPGkpCSMHj1apLUyKwYHB+ONN97AtGnTYLPZ8NNPPwHQmimstHPcRCqbjKZMmYIJEybgiy++EPfkGiibzYZjx445fTYz9Ka+vLw8sdgNcDyrM60wACQnJxuOOTO1uqORLVeunOb71atXMWzYMDz+uPOdjm02G/Ly8jRhey5dulTs5vycnBzMmjULb7zxhmbjgkceeQSPPfYYgHwtdWJioubcs2fPYtCgQXjmmWcAAA899JDmd1mz6o7pnGu9srOznaZbvXo1xo8fj2HDhmlcC7i/aWG4dOmSxuKgR+8SYIWsAeF1VM6jHq7By8zMxOXLlxEbG4v//e9/Gs0ebyu3aiaUXQv8/Pxu6Vru0KVLF7z44ouIi4vTaM6BfC1/UbpUDBs2DOPHj8f48ePRvXt3y3Rz5szB66+/jilTpohj27ZtE//LeeVaWjPXArP+wF0NWN++fdGmTRvDcZvNpunHSpLIyMgCu0a88soreP3117FiRcFCrXONrL5PARxWtldeeQXPPvtsga5ZEKKiom6pPZm9527duuHgwYP4/fffhT8sH39vl9uTbOnJysrCiy++iEceecRpHcvNzUWPHj3wyCOPlEQWSxV5eXn4888/C3SOEmSLELmh8A6Wd8h8UNSbcczM6Ha7XQhPsbGxloKdlWmNCyPx8fHC/+3UqVMAHNEU9NebOXMm2rRpg2+//RaA+/6R8sCSl5eHCRMmoHXr1jhw4AAAoFatWqhTp47Ta5hFd3AmrOp/M+sIubDA4e/A1arnjIwMDBw4EIGBgbhw4QIAxzO4E9HgVuIGZ2dni8UtZg04ODhYCBt60/bq1asBWLtjyEKKbJq1gpedqwGG5zc6OlqzMMdsUHSXWrVqmS644nmS7+MMM0FWbndcgOPwd5eVlYXGjRujadOm6NOnD2bMmCHSFNWCozJlHLuC22w2jSBbXAtCuK9pkyZN0KxZM81vfLLiatJSEOQ2dvjwYct0W7ZsAaCtn3Kdk981P25W9maxiwsiHJm123HjxqF169bFEqfZGRs3bkTr1q0xbdq0Ap3H+/aCugg4E2R5v3z69OkCXdNd4uLiEBgYWORuYLm5uWjRogV69+5dpNe9FWRBlo9Fp0+fRuvWrXHkyBHTc3j7KMii29JIYfzVx44di1atWlmWjRlKkC0EjDEMHjzYcFweQPX+dlwjpJ8VmgmpaWlp8PHxAaAVcvi9+cBuVcnlDv/kyZMA8jt3Hx8fwz251nThwoUAnIcOW7ZsGRhjOHz4sEYwSktLw8GDBwHk+8y6MzjLmheeR2c+snK5Dh06FL6+vggPD9ekkQWV7OxsUfbkYgFeWlqa0Arp88AYw6xZsyzPldP36dPH6X30ZGdniygXZsIaXwwION6NXK588NJroTnyoG4lhMmaR57Glebb29tb5F3OsyxoHzhwAIwxfPLJJ2CMWYacql69umbHHQAYMWIEGGOw2+3iefXvZPTo0SKNjFxHeB3NysqCl5cXfH190bx5c016/vzZ2dmac4ODg7Fjxw4ABV9wJHPx4kUwxvDvf/9b5Mdms4k2DhT9wk3GmCHEkN76wQXYW9HIVqlSBQ8++GCBz+P9oPzcskAtC2XOBFkuxMmYlWXt2rXRrl078d3ZAMujXZw4ccIyTXHABeeCRrTg5VZQDT/vM8x8HXlZF1ekiKVLlwJAgYQVPd9++60Yizh8vNu/f784du7cOdEP3Q7kPkXfv7dr1w4LFiwwnHO7NpfJysoCYwxvvPGGZZqJEye6vM6VK1eErFJQrT4Ph1iQ9qcE2QLCO8BVq1YBcLxUHptS7kD1giwfRPSDsZm54+LFixpBQRY8f/nlFzGwW2lS5IrGZ91yZ6e/J78XHzCcmXd5o9u0aZPmeFpaGipXrgzA6PIgL9Sx2+145JFHxHXkwZVXeNm87kxIOXr0KID81bec2rVri//T09NNNRVpaWlo06YNdu7cKY5du3ZNlJPZgpHJkydrVlPrr8f53//+Z5rGipycHFF3zCY2ssYkMzNTI5xyIcRqUiPXSSuNrDxxcaaRtdlsaNy4MRhjGDZsGABHvZLft2zC55EoZs6cCUD7nmJjYxEUFIRjx44hKSlJY2Z77bXXxEAnvwd9veVpIiMjERUVhSZNmiAuLk7zzJ6enti3bx/WrFkDm82GOnXqGCZYsiCrhy94NFtw5A779+8X22XOnz9fvCebzeb02fTs3r0bQUFBBvcAM3he5QmQGfwdX7t2zWmb50yYMAEvv/yy+P7BBx8gJSVFTGABreDD+x4z+HPI7V8uf7k98eNmQhWPESpjJsgmJCRohCYr4f3ChQvCtaigYfnmz5+PBx54oEDnyPC2ZzbhPnnyJJo1a2b6vM7KB3BMLps0aYKff/4ZzZs3F9o+OdReUUR6eOaZZ/D++++7lZYvRvX3L/w67i+++AIANFE3oqOjAWiFem4hXLRokdvXXrt2Ldq1a2c6DsyfPx+dOnVy+1pWlgaOfidFm82Gt956C0B+G5Lfj/5dffjhh8K1TOZvf/ubiAJixbVr13Dfffdh8+bNAPLH7sWLF5s+R2BgIEJCQjTHhwwZYlgwKtfTDRs2OM2DHq6IKsjkXgmyJly+fBkvvvii6cCm79xCQkIQGhqK9evXOxVkuTClP242S0xMTNRoZK00lGb5u379uqYjLFeuHOx2u9CS5uXlGa6nz5OzldlyI5IH9dTUVFStWhWAURCeOnWq+P/TTz/F77//jrFjxwLQDmTcB5Kb9c3yxhv9H3/8gePHjwNwbNcqdzjyIJWeni4GzZycHAwYMAAhISEYM2YMjh07pgmQP3HiRJeThHnz5mH69OlYvXo1oqKiMHLkSNjtdkOZ2u12jBkzxi2NgyzImgk0ejOr3DHy/8+dO2caRkd+jry8PFMfVrkjlTWYepKSksSGCXLe5fctC1r8PfCJ0p9//ikmQKtWrcKJEydMNyiYO3eu+F9+//qy4ROnffv2ITg4GHFxcZg5c6ZBeOcTI7vdjjJlyuDGjRv497//jZdffhnBwcFOBdlly5YByB8EC6qhmjRpkrg+EYkysdvtmvu56rRfe+01nDhxwq1Vx84EsKeffloMVl9//bU4bhXRgvv0XbhwAXPmzMGyZctE/2AWmUIuH/7ezeD9odz+9e2Ww8uJ1025revdhWw2G958803NMbPoK/rB2Oy41TtZu3YtPv74Y82xBQsWYNy4cYiIiCi0mxG3iJkJslOnTkVMTIypOxkvN6v33qVLF8TFxWHQoEE4deoUXn31VQD55Xrjxg1DqMKCPMPevXsxceJEhIeHO9V6ymMHn7geOHAAY8eOxahRozB06FDNfe12O8aOHWvZh/J6KFvgeB9Yvnx5cYyXD3frccXVq1cxYMAAHDlyxNTVa9y4cdi/f7/bLjnONLKAccInKxbsdjvsdrupqw3g0Gh/9NFHBqukzWbDzz//jHfeeQd//vmnpuzl9rN9+3ZER0cLQZQrIszK6sCBA4Ztn+12O8LCwvDNN98AAHbs2IE333xT496nd/XjvPfee4Z8A/mWAnddyQAlyJoyZswYfPfdd/jss88wa9YsTSWw8ld97rnnhCDm6+trqOR8gHfHx/Py5ctiQDATPDlmDUmvDbXb7fjqq68099MLBLyh8XvKgqxeq8M72atXr2oGrWvXrokG6cw14YMPPtB8d+VTqV+kw8tY9oHKyMgQQi2gHRCvXbumaRBr167FxIkThW+pfP1ffvlF/G/VSRERPvjgAwwaNAh9+vTBkiVLsHfvXoMQGRkZiYULF6Jv374AHOXFG7ue3Nxc8U4yMjLw1VdfaeqJ/DzZ2dmaOiPnc8yYMYZr6+vXuHHjkJ2dja+++krUa/md8PebnZ2NlStX4p///Keou2bvNS8vT1Nfdu3aZbi33Cn26tULQH5n5WohnVz/9G2HC7JRUVGijMqVK6cZOC5fvqypG2XKlEF6ejqmTp2KZcuW4eOPPxYTJzNBIDMzE0eOHBECl16QPXfuHJYtW4azZ8/in//8p0HQl99PQkKCGETsdrvmvcrPduDAAaEh4fj6+gKw7n9CQkKEj7uz9rd161asX78eSUlJQnsFODQop0+fNmiH/vOf/+C7777DuHHjNPmzQi6f9PR0sYj0yJEjmrBLvE3GxsaaWkH4c27evBnfffcdACAiIgJ2u11jctRbSDZt2mTwzf373/8u/ud18p133jHNv5wHXu+zs7M148CAAQMQHBysOY9PzPlzA46699///tdwj5CQEERGRor3BTj6IS5M2u12ZGRk4MsvvxT35AKemZab59lsLLHb7QYfWn4tuf7pTdnuaqOzs7PRuXNny4kBAOzcuRPbtm2zDIu2YMECLFq0CMuXL9fEE4+Pj8eCBQvEBiZpaWmiD42LixMucXIfzi1sZ86cQXZ2NkJCQsR7dFeQlS2CcXFxsNvt+OKLL7B06VKNK0tSUhIOHDigEcbsdjtCQkIs+2iz9qsX9OS+wGazIT09XdPHypO/F154QXPuzp078euvv2p8mwcMGKB5186sL/zavKyuXbuG2bNnAzB3X5OvO2vWLPTs2RNfffWVaRxoGbvdjk8//dRUk8wnJgUJdejem73H4Fq5OXPmIDk52VJzom+YPIB/+fLlDYIQ77jdWTmZlJQkrh0TE2OpGTDrGA4dOqT5npOTo4lNa6bh5Z1WXl4e4uLiNI2gf//+morIy4b7P8rPx5/ZbIV4dnY2YmJiNMfy8vIMfnv68klJSTFdMKYv31OnTqFDhw7iuhy9IKvH6n1YCbJm/qmXLl3SCMH8vkB+2fbu3Rt79+5Fhw4dDD6Feo3sm2++qRG+ZNLT0zXvWM6nXgOWnZ1teI5y5cph3LhxWLZsGS5fvowxY8YILSWQH3Xg4sWLopPcvXs39u7daxphgog0x2UNBn92vWCVlZUlNDKuBpdXXnlF/H/q1Clcv34dfn5+sNvt4r7nzp0TAmROTo7wsQKgMXsDjkHDSng+f/48vLy8DNoo7sICGAXZ7t27IzY2Fr169cJPP/2ElJQUjQlT30b5QJ2QkCCEU0Dbr/DIE0SE3Nxc7N27V/xulvcrV64Id6I+ffq4XPRz8eJFg5n1zJkzeOmll/D777+jdevWIkILn6DJg8rhw4ctI4Doy6dt27aw2+3CP5X3JZmZmQgICEBqair27t2L7t27awZF3i4HDRqkGfwXLVqkUSzIE+HDhw8bhDn9YqXY2Fi0atXKNO+Atu+IiYnBhQsXMGDAAOzbtw+VK1c2tSDo4W5Wbdu2xaVLl/DII4/gvvvuA+AQxmXXr4EDB8Lb21tjKbHb7Zg8eTIWLlyImJgYzJ49W7TP69ev44cffkCDBg3Qrl07HDlyRNSJzMxMHD58GJ6enmjevDm8vb1NlSC8Tubk5KBq1aq4cuUKTpw4gaefflqUo7OFejJmMYizs7M1fRGPXuHOYjRZWOJ55/33c889h19++QUtW7YUCgL9deW22qlTJxw9elS0My4gnT59Gn5+fqhWrZppHuQ2GxMTg/DwcBFdQ36u5ORkTVsFgNDQUEycOBH79+/H559/DpvNpqm/Zu+jTJky+OOPP9CuXTt4eHiIut+oUSPEx8fj8uXLmnafmpqKatWqCSGbY7fbRVnLwvWNGzc049yVK1fErpf69qHXyI4cORJr165FjRo1TCc3cnuTJwByHyznMSIiAu3bt9dYUuLi4hAQEABfX1/89ddfog4URJBVGlkTeEHygVLuLOUKYeavBDi2p9X7YFm5Fphx6tQp0XgvXrxoGcLKzM9L1j4ARoEsKytLM2ja7XaRp9zcXDRp0gTvvvuuZd74c/z666+aQSs+Pl7kx8yP79lnnzUs6Ll06ZJBONIv3khNTTXVnvBZLDc3yu8iNzdX42dTmJ2T9IuY5PxweDkOGDBAYw4H8me9PH/cJMMHSn1YLCtXFD3h4eGaRTxyfaxUqZImrX4SBji2YeVl/Nlnn6Fx48Ya/1rewcim5ujoaGRlZZlqz202G1JSUoRbiQwvd71w0aNHD+HfamV2MuPXX38VWxlPmjRJdHQHDx4UAvQ333zj1DfUmeCck5NjalKV/Xf1PrJci8Y10XrXDasJ7cmTJzUmU6vJ6qhRo9CtWzcxsTHrC2Rt2tq1a1360W7atMnQxs+cOWPw/wfy67E8AAcHB2u2lAby37VekLXSxty4cUNo1Hld5wJE2bJlRb3Wt93ExERRFvXq1RP5+vXXX9G+fXuDyZ/7J8vP48wkLL//lStXom7dusItS/8sVv1Keno6Zs2aJYQPOV1CQoLheQDjTmb8PX/zzTcYMWKEaKPffvst+vfvj/bt22sm7wAQFhaG9u3bo02bNmISalYX+DPm5uaiadOmACA05wcOHED79u2FX7srzHZP1NcNjizcWCH3Z3oNMp+sXr16VVMf5X5aHhP5wi/et/K236hRIzRu3NgyD7LWOzIyUtM3y3VHnqDzdsKtOxcuXECdOnVQv359zTu3Wq/RsWNH0a/z+3H3iPT0dE27j46ORq9evdCqVSvNglH52eWIG97e3ppylftxWfgEYNBe8+f566+/MGLECEPerfot/UTIbrdj48aNeOCBBxAcHKyxBjVp0gQtWrTAq6++inbt2gnh2kxxYoUSZE3Qq9Dlwat9+/bifyvNTkBAAHJycjSdCK/o7giys2fP1uzgYbWFoFxxK1WqZBpzTt+RZWdnayrfrl27hJbIndXL8vXk5//f//4nGvmff/5pGNDMtsFMSEhAamoqatWqJfzauNDAQ151795dE1+yQoUKAPIbGm/s8gwvNzdXOPuHh4e7tSuUPMMHHCabgIAAQzp5hamz8uKhm3jd4WXO/8pCfY8ePZCZmamZ7etDRFmxYcMG0fHqtcvJycmG+mZmLTBDFm6vXbuGgIAAwyQJcAwy169fR82aNdGgQQPNb2vXrjW9tiwkuwqJpmfPnj04fPiwMHcB5rFrGzVqpPGT47gjOPPYvRw+IAKODvmbb74BYwyMMcP7vXz5Mvbv3w/GGL799ltDWVu1/8zMTKxcudLQbvgKemfny5O/06dPu9R86f3catSogbi4ODERkjUhfNDTryDWWyCqVauGtm3buowMwhgTAglf6MMFPV5W5cuXF+Wpf19co+7l5YWaNWsiIyMDNWvWFO/MKh42f7bLly9r3icAvP322+J/Z77Keu16xYoVTVeXX7t2TeNGIb8zvZaJl68sENrtdo1gu2vXLtNJ9fnz5zUTYlk4+OGHHzB79myDIC8/R05ODqpUqYIqVaqI59DHoT5z5oypH+OCBQvAGDMdA2X3Ijl/7sTjfuGFF1C/fn0A+UKf3W4X2knAoZmV4WXTuXNnjXCpn0DLk1hnllFZkN21a5dlWtmNaMiQIQDyLXayzPDRRx+J//n7lxUf3GrEx2FeB3n7uH79umbdyHfffScmBfJ4LE+YeNx5wBGpSK7XvIzMotVwjayXlxeGDRsmJnFWfspWi970Lj/JycniWmFhYYbdDK9cuSImqLxcCxJOTgmyJuhNtF9++aVpOitfkypVqsBms2k6TL5S1NWijkcffdRwTK7EMrm5ucjOzkbbtm2RmppqGPTM8nj+/HmNT6QcK9PKh+mzzz5Dt27dADgai5kwkJyc7FSwM1sVm5iYiGvXrsHf31+Y27lgExgYKNLJs28uYPE8eHp6wtfXVwwEo0ePRmpqqhBirISpBx98UBNi5KmnntL8XtAVy3q4HyHv0LhWgfs76QWDjIwM+Pj4YN26dQAgFvW4E8orLy8PFStWNJithg0bJjoMroGbOXOmwf3EFfoV9jLcLaJ8+fJiACpOfHx8NEKsFW3atEGVKlUMx93xk+NmN47chsLDwzXmVL3gefz4cTzxxBMAgDVr1rjsjHk9XrJkicHfTZ6QcWTBOCsrC0FBQRpfy4sXL7pcJKGv282bN8fZs2fFta9evYqzZ8+iYcOGliFwzCI/HD16FHv37nV6byBfW8RDzvF6y+tYhQoVRB71E7rc3FwkJyejfPnyqFixIhISEtyKuNCjRw8AjgEzIiJC89uMGTOEssCZNnvs2LGG/qRly5ZCs8zJyMjQ5Kl79+5C86W3anDBRtba7du3TyOQnz171lQI1Avk+kmEWVgnIL8PzcvLg4+PD6pXr47Y2Fi0aNHCNP0zzzyD+vXra4T2zz77DABMXaDkuiE/r97lzGwzCiBfCJLbjrN4tjydq7rnLIqGjDxWnTt3DqNHjzZNJ08IExMTsWnTJrGw2Wrbdu5e9+STT1ren9d9WZDl779x48bYsWOHyKMsuMvWCFmQ9Pb21vzGNZ16uSIqKkrIBmXKlNFssGG25TlgbiECjJaHiIgIYTXVryPg6N+Psy3V9ShB1gSrmJx6rARMbmbljdzHxwcHDhzA+vXrnYYAadu2LapXr244brbqFnB06rt379b4BenR+ydu375d811eVGIVSPzdd9/Frl27MH36dOTl5ZmakbOzs50KsmbXTkxMRFpaGipWrCgGNd4watSoIdLxht2qVStkZWXhtddeE522zWZDlSpVRMPhi8GGDh0KQCsEywsyPvzwQ81MuUmTJm53dBz9AGaG3hSdmZlp6pISERGBRo0aGXaPmzdvHoYPH266kEvGLD6wXC/0WsaioHr16iAiXL58GX5+fgUuPxk/Pz/NTlB169bV/M4F+pSUFMOCJDMYY6ZxNa0EWbnd6QUCOSalHnnQ45MnPlnduHGjywlRkyZNRFo9V65cEW2K+1jqzYcnTpwQsW7Lli2LS5cuITQ01PJ+crviPPnkk8jKyhICZlpaGubNm4czZ85YTmBc4cwPlZcPt3isWbMGn376qRC8/P39ceLECTRp0kTE/+WkpaUhJSUF/v7+phYTK7hPb1JSkulEburUqfj4449dKhrk8GMcvfCbnp5uaIuzZs3C0qVL8a9//UtzfOfOnRg1apSpiV6GC0ChoaEiTCEXvq3Kwao93rhxQ+xi6Ofnh6pVqyIxMdEgGMucO3dO427gbNOJGzdu4OzZs/jrr780i3n0O4/JWmv9uKf3LXXGH3/8YZicmJGXl2dZn/Py8jBkyBCcPHnS7R3A5H4oMjJSLGQFrMvnjz/+gKenJxo0aKB5fhl9+8jIyBATgpEjRyItLU1MRmRLnhynOyUlRaMMkt2FJk6ciG+++QaDBg3S3Fe2msbExKBhw4am+Rs0aJChf9ajV6oMHDjQ0rLMsRL+3UEJsia4u5sG1x7K7gYeHh5Co8NNPXy3oueee06YQfVaH8ChnXFnFylOXl6ey91n9IKss2dzttoZyF/dbpbH7Oxs5ObmolKlSgZfTSuSkpKQkZGBgIAAcQ4XSOVYsKmpqahevboo57lz5wqB5L///S+qVauGCxcuICQkBNeuXcPjjz8uXAVkQYLH5gMc70SOYVizZk2Nv5E76F0W5Dxz9IJsRkaGaQd9/fp1PPbYYwbhq06dOli6dKnG1cQMX19fYaKS/eY4+k0ArAgKCnJbQJAX/Pj7+xc4xqrMpEmTNEKafsD54IMP8Pzzz4vvY8aMwRNPPKE5pscsRqWZIDtp0iSNIJmcnKzZOtUZsiBrtiuZjFlgcG7pMOPKlSu4cuUKunbtiqioKNSuXVtTRvKKeC8vL1StWhVJSUlCe7Vz504hKHPMyoRv7sI1uWlpaRptdtmyZdG0aVOD1QIwRiEBHFojWbunj2XJJ5D8Hrt27cJ7770nfucTAj7wvfjii+K3pKQkHDt2DJUqVXJrIgk42iC3TKSkpJhqmZcvX47g4GBTFygZd4ScjRs3mgqmI0aMMEz2Z8yYgUWLFrk1OWvdujWGDh0q+jH+nqdNm2ZqJbOKCGOz2YT1ztfX13LRkx7ePx47dsylm8CMGTPw9ttvawRMvd9kvXr1hGaSKzI47733ntum5aSkJE07koViuR7n5uZqXDvkUHbbt29HWFgY+vXrJ8zyZhYdGZ4/d8qPu/3Fx8ejVq1aKFu2rKm1bffu3UII5v1wZmYmIiIiUL16dRG/W4b7OctkZ2eja9euqFOnjqlQPX78eMNCWP24FBcXZzpujB8/Hq+99prFk2pp27YtAMf4xuuCmbLuVlGCrA6bzeaWUzqQ77wuCzBVqlQRGksutI4aNUr8xomJiRGrRDljxoxxuqWr7PPXoEED5OXluZyJOttj3hVmgxQAUxPy1atXcfz4cQQEBFhqqvVcuXIFmZmZqFKlimi0fFYmO+NnZWWhQoUKGkHz6tWr6NixIwYOHIi6desiKSkJEydOFPFszQZsWcDWCx01atRwGvfSDG6u5AQGBhquce7cOY0G9qeffrI0/dapU0ezkr0gcN9hwLjoCzB/ZzJcgP7555+xe/dut7Sr8qIOf39/t8PbmOHr66sZ5PUDftWqVTXP0LZtW2zbts3S7Pfyyy+b1gG9xm3VqlWYNWsWHnroIbHDUUpKCj7//HODH6gZssBtJchWq1YNTz31lKl5jnf0ZuzcuRMpKSmif/Hy8hLlsn37dhHjFnAIGZUrV8aFCxeQkJCABx54AI899hhiYmJEvzNr1ixMmDDBcB+9hSU9PV1Tj1977TWcOnVKWDs4HTp0MNVQenl5aSbM+sWa3LRoZtkBjEJNdnY2goKCAEC4UdSqVcvgk21FjRo1UKtWLZQpUwaJiYlONUNFsVXw8uXLb/kaZvD+jwsCvJ+tVKmSoe15eHg4XSzDLTR+fn5uK09Onz6NjRs3Gvxo9VStWhXr1q1z2ofwd8zrmX7yPGPGDJF/s3YsxyYHtO36b3/7m1BkdO/eXfRtFy9e1GidX3jhBbH+ggt7f/31l5ismAmNHHlzF1faydq1a2smys6UCt26dRPKFz5RO3XqFKKiovD000+jTp06Bneb+++/3/RafDyyMv/rcbW4mePn5+f2ZgWy2xMANGvWzOB2YIYz1wszlCCrIz4+3u2t0bg2VO4IqlevLhoenxEPHjwYbdq0EQ173LhxKFu2rPCbBRzmzDFjxjjtnLkgu2XLFjGA7NmzBzVr1jQNlA1YC7Ky/1SnTp0M2qJ169ZZbnmo1/J069YNaWlpyMvLQ3x8vEvNJo9JyVdKV6lSRQhffKavF/IrVqxo2NKT548Pcpxq1aqZdn7yAMkHA94p16hRw/C8Vj5cRAQiMpheAgICNGZprmXhCwEAh4+llfbFrJNyFx4FADDXDLta5PTAAw+AiFC7dm0EBQW5NCmXK1cOgwcPFp1txYoVTQVZeQc4eeHJSy+9pBH8fH190aVLF/FdL+BVq1YNXbt2Fd/5IgO90AM43GX69u1rKtDrTf3yBIBrTbi/tvwb4N6ApScwMBCJiYlCCNTXy6CgIEuBg4dp4tabcuXKIScnB8eOHTN09NeuXUPVqlWRkJCA7OxsTVvhAqOPj4+pIKsvw4yMDI3mURYyZEFg+PDhphPvsmXLuiUQWmmy9O4PaWlpmsgRgMNM7SwUlnzthg0bwsPDAwEBAUhISEBCQgL69etnOfGqUKFCgXacKkjkDXfQPz/3w+bvlP/O/XArV65sEBp9fHzcWtTp6+vrVHkiEx4ejn79+jm9rs1mQ82aNZGQkGC5PuHLL780bK0t1zG+8JdPOMzanbOJud1uF4tpR44ciYyMDLRo0QKXLl0yKB+eeuopREVFmWqYnVmmRo4cKf5v1qyZZTrAMdbIfZGrLVu5UM0noGvWrAERYdSoUfDw8DBYIh5++GHT67z00ksaQXb58uWaeNAyaWlppoKsmbug2e6gMnLb0Y+pfn5+ppY7fZ238sm1QgmyOpz5/pjRu3dvTUPz8/MTlZYPUAEBAahcubKm47FCLxzJQjVvnGXLlhXC5MWLF9GoUSONuj4tLU345+pjt3K45q98+fLYunWrQfisV6+epSCrXxQg+xTzTtdqoQHg0GJ5eXkJ399atWoZykS/2jYgIMCQRz4A603p1atXNwghgNbMzzv+HTt24OTJk/D09DQ0pl9//dUyxBrgGMDkd1+5cmVhag4LC8OwYcNQp04dwzvgwp1+P+u6detq8ujMZKWfbMlREOTYq++//76lcz2QPziaDcbOBjhuOuWCe0BAgGkHJQursi+hXngqX748Zs2ahcjISJw4cUKjcenTpw/8/f3Rv39/HD16FMePHxdxSeXr8DrDfcP0gqy3t7ehY5breKdOnXDixAmxgYhemJEtNWYDqdn70vvXxsfHa6IsVKtWDZUrV3a6jSO3TnBB1sqXTK6/clvh5aA3HcbHxyM+Ph6enp6aCVRycrJGiyqXY7NmzRAZGYlDhw5hwoQJ8Pb2xokTJzT1sUWLFm5teVqxYkXTOqNv5/y5ZBNqpUqVUKdOHY1Lgoxc71q2bAnAIdDHxsYiNzcXDRs2FG1XnwcicnsciI+Pd2ntaNSokWVfagafBAQHByM2NlacK/fZZcqUEZqtqlWrGsrM3ftVqFChUIs0eXvk+YqLi8PZs2fh4eHhUoCWtf187OD5DQgIEGMgj5bAv8s+oPwaZlpfIsK0adNw/Phx4VJitisc58033zTEw5Xjz8rPzPHy8hL5kifYZugj4sjbGIeFhYn/y5cvjyZNmojy4xPQ6OhoTWQOeayXy4vTpUsXREdHo3Llypp60blzZ9MJ2qBBg5CcnGy6qUV2drahX/Pz83PqHiDLB/rIMWaRZID8vnPSpEk4c+ZMgS2TSpDVIZvErPwS5YrYtWtXTUfg4+MjBlc+cFesWBFVq1YVg76VSQ0wajt5Jww4ZikLFixAt27dNLPA++67T1QErk0wW4HKK9G8efPEjKpjx44oX768Ia5e3bp1RYfq7e2tWWykvzZ37O7Tp48Y7EePHo1FixaZarf1C3FeffVVTYc0duxYw+BSqVIlQ+XmA6zsZA8YQy9t3rxZ+GdFRUWJyACA433xstQ/l7+/Pxo3bqyZHeo1Q7LmOCAgQAzgTZs2hYeHBx5//HFLrThfwMPRax70QpDsY9ayZUusWrUKq1atwt69e+Hp6YkVK1Zg3rx5ePTRR4W2qX79+qZO+z/++CPef/99nD9/HqGhoaYLhPbs2SO0lAMHDsScOXNw/PhxhIeHizrMBcN69epphMo333wTixYt0mhW5XdapkwZjbDTs2dPeHh4ICgoSFPn9eV0//33axYSyffcu3cvFi1aJDSYeh+3o0ePGgZZvStIy5YthVCv7/Tr1asnytWsfZlp+PQdd+XKlTX+8bwc+/btixkzZphaVrgLx40bNxAfH69ZtCgjW4bkaAr8fnotSsOGDUXdkMtB70ev10wFBQWJiQTgKLOWLVsiLCwMwcHBCA0NdctNx2qBoP698VBFW7duxVtvvaVZoPrRRx+ZxjzdtGmTiALBLSs1atQQmreGDRti165dWLVqleEdEZGIMjJ16lTTfee3bduGiIgINGzYEFu2bMGSJUsME9P58+dj6tSp2L17NyIiIvDFF184LY8TJ04gPDxcTDg6duyIxo0bi3oo93/e3t64fv06/P390b59e4Mgy/tGLy8vsfUtR1Y8+Pn5mfYP69atw9SpU7Fjxw5T9zXZD5oxhkaNGol6JuelWrVqhr5F7gd4Xry8vLBu3Tr88ccfhgk07xe7du2KxYsXIzQ0VFzDTDCy2Wzw9PTU9BP6Mpg8eTJef/11ANBYRgHHhPb+++83WG/05fD7779j+fLlmkWq+gnEnDlzDG4Qcv8m9/ktW7ZEenq6mETJwqJsqZUXDNavXx/dunXTvNOtW7cK9wXeP/r5+aFRo0amC9nlyEV6ypUrZ5g4ly9fHm+//bbp+oR58+ZpNMTuCrIDBw7E7NmzMXPmTNSvXx8eHh4FWzzMzaTqQ1zQJP4hxwHDZ+7cueL/5cuX0+bNm8X3p59+miIiIggAlS9fnsqUKUNERDNnzhRpQkNDiSPfi4jIZrORPg+zZs2iFStWkExiYqJI8/XXX9O+ffsIAPn6+hquzT979uyh8ePHk81mo6ysLBo2bBglJCQQEdHChQtFutq1axMR0fvvv08A6IknnqDQ0FDx+9GjRzXXDQoKIgA0f/58MqNOnTqa9CkpKVS7dm0CQI888oghv9u2bTPk/8UXX6QvvvhCc2zSpEni3HHjxonj+/btMy1bV6SlpVGPHj1MzwsNDaW5c+cazklPTxfpP/roI/Lw8CAAFB0dTUQk6oLZRy7TcePGkc1mc5nvzz//nNasWePyWUJDQ6l3796UmJgojvHrbt261e0ySUxMpJdeeolSU1NNf/f09CQAtHPnTkpNTaVu3brRuHHjNGn4fX/77TfNu6tWrRoBoP79+xuuu3XrVpE2MzPTMn8ZGRmW5bVp0ybxW61atYiIqGbNmpp3cPDgQctry20xLCxM8yzDhg0zvM+JEydqvi9evNjy2jzNjRs3DPccPXq0+P3DDz8Uv1WqVElz/S+//JJWr15NHTt2pFWrVtHx48fFb08++aQ4LyUlhYYOHUoZGRlERBQeHk4fffSR5r78XZh9fvrpJ8vnsCIpKYm6du1K7dq1E9f5+9//rrnu+vXrqUqVKob7ZWZmUs+ePQvUfvXXIHK056FDh4q6K99/3bp14ty2bdtqzvX19RX/5+TkEBHRxx9/TGvWrHGaJ7m+DBw4ULRnTnJysmUZy9fk33nbve+++wgADR06VKSpXr06AaBHH32UiIhatGihKdemTZsSAGrXrp2hfMaOHavpgxISEgx5OXr0qGn5duzYkQBQhw4dKCwsjABQ5cqVNWkjIyNF+k6dOhnGtFmzZom0ffv2Ff0fh49l/BMZGanpH4mIVq1aRQCoWbNmNGrUKE1fOnDgQNP3I183KSmJiBzjRrdu3cTxF154gdLS0ojI0bcPHTqUwsLCRHsxe/82m43q1atHAES5A6BffvnFtAxlDh48KI53796dAIgyOXTokPjtqaee0pzH3+GAAQOIiKhz584EgGrUqKFJN3jwYAJALVq0ICKi4OBg03pXv3598X3Dhg306aef0pQpU2j37t2avMttYtu2babXSkhIoE6dOtHo0aOJiGjdunWaPkB/Pd7m9fj5+RG5K7e5m/Be+ehfCv/fx8dH/M8bEW8QWVlZ4nvfvn0pNjZWfC9btiwROTp2foxXDvn6Mn379qWgoCAaMmSI4eVy5M5h586dFB8fTwCoXLlyhmu3atWKHn74YUPHKpOenk4NGjQgf39/IdwmJCRQ69at6fjx4xQTE6OpdK1btxbfeSPYuHGj6bUbN25sKI9mzZoRABo1apQhvydPntR85w2Zd5z8ExwcLM7lzw9ADFzOBh0r5E7dXR566CECoBG0eRkSEb3wwgumAxd/nurVq2uuV5h8u0NxXJdf89KlS5ZpQkJChGDVu3dvAkCTJ08WQsz+/fsN52RmZlKbNm1o06ZNTu8vtwOz32rUqEEAqGHDhkRE4p6ffPIJtWvXTnTKVkydOpUGDx5seN533nlH8y6HDx9uEGSd4SqN2e9eXl7i+IQJE0zP+/DDDwkAPf74407vr6dWrVoEOIQSfT3VD8gFZcOGDfTwww9TTk4OPfbYY+K6GzduFH2Hp6cnBQYGirKWJ4juYDag6nn99dcNfQQR0Ztvvqk519vbm+bNm0c9evSwvI+rfPBJg4xcV3k74B8PDw+Rbt68edSzZ0/xvX379gRohT0uyI4dO5aI8idogYGBRERCUcAnvfK9lixZIv7fsWMH2Ww2jTAn98H655oyZQoBoCpVqlBqaiq1a9fOtH506tRJPKf+/p988olIxycRX3/9tTiWkpJimlYmPT2dWrduLe598uRJcc7zzz9veo6cDz3z5s3TTP6smDBhgmGiTkT05ZdfEgBq27YtjRs3jl5//XVDmunTpxvGdFno5++Uf2RllV44z83Npc6dO1N4eDgRES1fvpwAUEBAgCG/AOixxx4jImtB9uOPP3Zat998801q2bIldenSRRw7fPiwOOfrr7+mXr16WZZb165dCQCNHz+eiLT1oU6dOqbn3HwWJcgW5qN/wWb/x8XFEQCNhm7UqFEEgAYPHkypqammnSr/npWVJY7Vq1eP7r//ftMX6Qq5wufk5BCg1VJWrVqV+vXrV6hr67HZbOTr60sjR4403H/69OkiH2bIsz1vb28iImrevLmhA5swYQJ5e3sL4aJu3bqiQw4LC9MIq7xT5Zhp5ipUqEBPP/10gZ5TfnfuwjtjWVMvzzC5JjI8PJxatmwp0kRHRxMAmjZtmuZ6Bb2/uxTHdXm9dxeuaZsyZYoQmg4dOnRLeXD2XCtWrCAgXyNRvnx504G6oPeaM2eO+J8PEnv27HEpTHF69+6tsZ7oqV27NnXv3t303gAMGlXORx99pMmTu3ABn7c3+SNPyooCrrVavXq10AR//vnnhnSAdqLrDJ7XsmXL0nPPPWeaZtq0aQSAOnfurDkuv0tAqwywuk9hfy9TpowQ1t29J5/0y/1E2bJlCQDNmzePiIgqVqwo+kkios8++0zTJ/NrAKCzZ8+a9lONGjUSx8+fP6/JQ+vWrcnHx4cSExPJw8OD3n33Xcv8EhH16tWLAMcEj4ioXLly4tqyAiIkJIQAUHx8vOb8gvZVmZmZ4hwrhQoR0eOPP041a9Z0+7ruMnXqVALyNeTuwmUJ/n75/15eXpqJD9e8WrFz504CHAo3mTFjxhAA0SZkLW+dOnWoefPmRET09ddfF7jMz58/7/Y53DIzY8YMIiIKDAwU1ry6deuannNTwaME2cJ8zARZrjHjmkUzuGl+wYIFpu4BRCQG7qKiuASeor5/3bp1RVqu5eDaK+4GUNB7yp22/BvXSBQWPiHo1q2b2+fwWe++ffvo4YcfJgCW2m9Z+5Obm2ua5k4SZAsKH2DXrFlD/fv3LxJBCQA1aNDA9Lf9+/cTkK/B5K4j3HxYmHsBDvMb/79v377id3myVdRwsy4A+uyzz0zTfPLJJwRoXXbcgbst9OnTx21hvLCMHz+eAFBERIQwo1pNgt0lMDDQZX552chaJSKHqwXg0GZxIcIKeTyw+t3dcvP39xfpuebSDG4ePnPmjOE+3AWAC7bOJoX8HJvNRpUqVSLGmOb3V199VaRJSUnR/Gaz2Sz7KzOGDx9OAGjQoEHiGC//9evXuzyfTzjvFLj53KpdWqG3AOrb3uTJkwmARkNvBheIPT09Ncfnz59PgHM3JyKixYsXE6C1DLiCj5XuWH+44mr58uXi2E8//UQAqF69eqbn3DyuBFnxkMBpAMcBHAEQ4SKtpiJduHBBmKHS09MNM1UZ7hdJpDUZcJKTk+nChQuW5xeU2y2YuHv/l19+Wcw4ubbVZrPRiRMnCnzPs2fPUnp6OkVFRRl+i42NdepP6S7x8fEarbkrbDab0PBlZmYatAv6tNxEbMXdLMgS5beT3Nxcio2NveXrnT9/ntLT053ej08scnJyKC4urtD34gIf74QBre+ibBYtajIyMoRJWh4QZLi7yksvvVSgaz///PNichgVFVWsdcVms4k6kJmZWSR1ICMjg86ePes0Dfej5FpCDreMdOjQgQCH36UV8nhgRkHKLSUlhRISEig2Ntapi0tWVhbFxMRojnENOvex5lpuM5cGDjddEznGIv1YJitgXLncuIJrWvUuMPIY6Yzk5OQitwQUN2ZjkivS0tKcCrJcQTZmzBin18nNzbWc0LuTL+7/zV3/3CUuLs6tsfKJJ54gALR3715xjPss6y1PnKZNmxIpQdYgyFZ1My2FhIRo/FgLS3ELDhEREbRz585iu74rtm7dSpGRkS7T5ebm0ty5cw0LW+5V4uPjacOGDZa/79692+kipMJSWgTZO5nY2Fj68ccfNQs833nnHfH7jRs3CDCa+IqKrKwsWrBggdM0CxcuLNBEjMgh4M+dO9etBYd3MgsWLDAtm7CwMEpMTKQ1a9bckrKhpPrkkydPCv9IIscE39Ui0DNnzrjUhspa21vBZrPR/Pnzb1kgvtvhAqiVIGuz2WjBggVuleO6des0WvuCsGXLlmLtt1JSUjSL3DmhoaGWE8ObboduyXiMHMLbXQ1j7DSAjkTkfA9WAP7+/nTs2DHLfYYLwsKFC+Ht7Y2hQ4fe8rUUiluFh2S6F9p8cWO32zFixAikpKTg+++/14Sbev/999G3b1+XOyCVZsLDw/HXX3+5vVWv4u5A9RElj1zm33//Pf7+97+L7yXF/v370alTJ5QvX16E0ywlMNdJcM8IsvEArsIx05lPRJbR+jt27Eiutn1VKO5E1CClUCicMX/+fKxfv14Tq1dRvOj75eHDhyMwMBBvv/12ieXhyJEjaNeuHSpVqnRL29oXA0qQ5TDGhgCYCqAsAG8Ag4joV+n3MQDGAED9+vU7nDlz5rbkU6EoTgIDA0FEiIqKut1ZUSgUCgUcm1s8++yzWLly5W3Lw9WrV1G5cmVMmzYNH3744W3LhwlKkAUAxpgngJMAngJwHsBZAKFE9JZZeqWRVSgUCoVCobjtuCXI3gtb1D4KIJ6I4gB4AcgBYL1HrEKhUCgUCoXijsC4OfjdR0sA7RhjR+F43gMAMp2folAoFAqFQqEo7dwLgmwSgPVENAoAGGNDATwoJ5B9ZAFkMMaiSzaLCoVCoVAoFAqJzUTUw1Wie0GQPQ+gnvS9LoCLcoKbUQwsIxkoFAqFQqFQKEof94KP7EEAzRhjjRhjZQEMBrDxNudJoVAoFAqFQnGL3PUaWSK6wRh7HcAWAJ4AFhPRn7c5WwqFQqFQKBSKW+SuD7+lUCgUCoVCobg7uRdcCxQKhUKhUCgUdyFKkFUoFAqFQqFQ3JEoQVahUCgUCoVCcUeiBFmFQqFQKBQKxR3JPSXIMsZ6MMaiGWMxjLF3CpKGMXaaMXacMXaEMRZRcrlWKBR3Ms76HcZYi5t9Cv9cY4xNkn5X/Y5CoSg1MMYWM8YSGWORTtKUaL91z0QtYIx5AjgJ4Ck4Nkk4COAFIjrhThrG2GkAHYnoSknnXaFQ3Jm40+/o0l4A8BARnbl57DRUv6NQKEoJjLFHAWQACCWiVhZpTqME+617SSP7IIAYIoojolwAKwH0K0QahUKhcJeC9ClPAIjlQqxCoVCUNojoVwAptzsfMveSIFsHwDnp+/mbx9xNQwB+Zoz9wRgbU2y5VCgUdxPu9DucwQDCdMdUv6NQKO40SrTfuut39pJgJsf0fhXO0nQhoouMseoAtjLG/ro5M1EoFAor3Ol3cHP77L4A3tX9pPodhUJxp1Gi/da9pJE9D6Ce9L0ugIvupiEi/jcRwHo4TIYKhULhDHf6HQDoCeAQEV2WD6p+R6FQ3GmUdL91LwmyBwE0Y4w1uqn9GAxgoztpGGN+jLEKAMAY8wPwNADLFXsKhUJxE3f6HQB4ATq3AtXvKBSKO43b0W/dM4IsEd0A8DqALQCiAKwmoj8BgDH2E2OstpM0NQDsZowdBXAAwP+IaPPteA6FQnHn4E6/wxjzhSOqwTrd6arfUSgUpQrGWBiAvQBaMMbOM8ZeuXn8J8ZYbdyGfuueCb+lUCgUCoVCobi7uGc0sgqFQqFQKBSKuwslyCoUCoVCoVAo7kiUIKtQKBS3GcZYFWmb2kuMsQs3/89gjM0tpntOYowNc/J7H8bYtOK4t0KhUBQVykdWoVAoShGMsX8ByCCimcV4jzIADgFof3NBmlkadjNNFyLKLK68KBQKxa2gNLIKhUJRSmGMdWOMhd/8/1+MsWWMsZ8ZY6cZY88xxmYwxo4zxjYzxrxupuvAGNt1c1edLYyxWiaXfhyOuLU3bp7zBmPsBGPsGGNsJQCQQ8uxE0CfEnlYhUKhKARKkFUoFIo7hyYAegPoB2A5gB1E1BpAFoDeN4XZ2QAGEFEHAIsBTDe5ThcAf0jf3wHQjojuBzBOOh4BoGuRP4VCoVAUEffSFrUKhUJxp7OJiPIYY8cBeALg8RmPA2gIoAWAVnBsC4mbaRJMrlMLjri2nGMAVjDGfgDwg3Q8EUDtosu+QqFQFC1KkFUoFIo7hxwAICI7YyyP8hc52OHozxmAP4noYRfXyQLgLX3vDeBRAH0BBDPGgm66HXjfTKtQKBSlEuVaoFAoFHcP0QCqMcYeBgDGmBdjLMgkXRSApjfTeACoR0Q7ALwFIABA+ZvpmkNti6tQKEoxSpBVKBSKuwQiygUwAMB/bm4ReQRAZ5Okm+DQwAIO94PlN90VDgOYRUSpN3/rDuB/xZlnhUKhuBVU+C2FQqG4B2GMrQfwFhGdsvi9BoDviOiJks2ZQqFQuI8SZBUKheIehDHWAkANIvrV4vcHAOQR0ZESzZhCoVAUACXIKhQKhUKhUCjuSJSPrEKhUCgUCoXijkQJsgqFQqFQKBSKOxIlyCoUCoVCoVAo7kiUIKtQKBQKhUKhuCNRgqxCoVAoFAqF4o7k/wHbF9ZmUAr5ugAAAABJRU5ErkJggg==\n", "text/plain": [ - "<Figure size 720x635.692 with 7 Axes>" + "<Figure size 720x635.692 with 10 Axes>" ] }, "metadata": { @@ -836,14 +824,66 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 18, "id": "721d1f03-df25-468d-8075-a807025a9c58", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0 V1\n", + "1 V2\n", + "2 VP\n", + "3 V3\n", + "4 PIP\n", + "5 V3A\n", + "6 MT\n", + "7 V4t\n", + "8 V4\n", + "9 PO\n", + "10 VOT\n", + "11 DP\n", + "12 MIP\n", + "13 MDP\n", + "14 MSTd\n", + "15 VIP\n", + "16 LIP\n", + "17 PITv\n", + "18 PITd\n", + "19 AITv\n", + "20 MSTl\n", + "21 FST\n", + "22 CITv\n", + "23 CITd\n", + "24 7a\n", + "25 STPp\n", + "26 STPa\n", + "27 FEF\n", + "28 46\n", + "29 TF\n", + "30 TH\n", + "31 AITd\n", + "['23E', '23I', '4E', '4I', '5E', '5I', '6E', '6I']\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 432x288 with 2 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "# area_list = ['V1', 'V2', 'VP', 'V3', 'V3A', 'MT', 'V4t', 'V4', 'VOT', 'MSTd', 'PIP', 'PO', 'DP', 'MIP', 'MDP', 'VIP', 'LIP', 'PITv', 'PITd', 'MSTl', 'CITv', 'CITd', 'FEF', 'TF', 'AITv', 'FST', '7a', 'STPp', 'STPa', '46', 'AITd', 'TH']\n", "# output = {'pdf', 'png', 'eps'}, optional\n", - "A.show_rates(area_list)" + "A.show_rates()" ] }, { diff --git a/multiarea_model/data_multiarea/viscortex_processed_data.json b/multiarea_model/data_multiarea/viscortex_processed_data.json index b9fc30e171e9e722d245dad6129f55271fd81879..ee5392aa278957dc0fa7e6406c35ce5ff0b8c6b0 100644 --- a/multiarea_model/data_multiarea/viscortex_processed_data.json +++ b/multiarea_model/data_multiarea/viscortex_processed_data.json @@ -1 +1 @@ -{"cocomac_completed": {"V1": {"7a": {"source_pattern": ["0", "0", "0", "0", "0", "1"], "target_pattern": null}, "IT": {"source_pattern": ["0", "0", 2, "0", "0", "3"], "target_pattern": [2.0, "0", "0", "0", "0", "0"]}, "LIP": {"source_pattern": ["0", "0", "0", "0", "0", "2"], "target_pattern": null}, "MT": {"source_pattern": ["0", "0", 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "PIP": {"source_pattern": null, "target_pattern": null}, "PO": {"source_pattern": null, "target_pattern": null}, "STP": {"source_pattern": ["0", "0", "0", "0", "0", "1"], "target_pattern": null}, "STPp": {"source_pattern": ["0", "0", "0", "0", "0", "1"], "target_pattern": null}, "TF": {"source_pattern": ["0", "0", "0", "0", "0", 2], "target_pattern": [2.0, "0", "0", "0", "0", "0"]}, "TH": {"source_pattern": ["0", "0", "0", "0", "0", 2], "target_pattern": null}, "V1": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", "3", "3"]}, "V2": {"source_pattern": ["0", 2, 2, "0", "3", "3"], "target_pattern": ["3", 2.0, 2.0, "0", 2.0, 2.0]}, "V3": {"source_pattern": ["0", 2, 2, "0", 2, "3"], 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