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104.4251 46 0 ; + T-3 714.249 100.751 88.75098 110.751 44 0 ; + T-4 723.6888 96.31122 71.31122 106.3112 70 0 ; + +[PIPES] +;ID Node1 Node2 Length Diameter Roughness Minor Loss Status + P-1 J-1 J-34 1760.131 6 150 0 Open ; + P-10 J-14 J-94 124.144 8 150 0 Open ; + P-100 J-174 J-230 181.215 6 150 0 Open ; + P-1000 J-157 J-231 749.28 6 150 0 Open ; + P-1001 J-158 J-157 473.519 6 150 0 Open ; + P-1002 J-149 J-220 179.11 6 150 0 Open ; + P-1003 J-196 J-910 40.432 6 150 0 Open ; + P-1004 J-58 J-196 151.296 8 150 0 Open ; + P-1005 J-61 J-58 282.266 8 150 0 Open ; + P-1006 J-43 J-61 1102.503 8 150 0 Open ; + P-1007 J-63 J-43 860.28 8 150 0 Open ; + P-1008 J-41 J-63 413.171 8 150 0 Open ; + P-1009 J-215 J-41 336.912 8 150 0 Open ; + P-101 J-175 J-67 239.339 8 150 0 Open ; + P-1010 J-226 J-215 472.012 8 150 0 Open ; + P-1011 J-15 J-27 2937.008 6 150 0 Open ; + P-1012 J-59b J-25 425.057 8 150 0 Open ; + P-1013 J-59c J-59d 207.315 8 150 0 Open ; + P-1014 J-59d J-59b 248.623 8 150 0 Open ; + P-1015 J-59e J-59c 2854.28 8 150 0 Open ; + P-1016 J-59f J-59g 742.846 8 150 0 Open ; + P-1017 J-59g J-59h 135.372 8 150 0 Open ; + P-1018 J-59h J-35 165.522 8 150 0 Open ; + P-1019 J-59i J-219 288.119 8 150 0 Open ; + P-102 J-53 J-514 496.019 8 150 0 Open ; + P-1020 J-59j J-59i 306.094 8 150 0 Open ; + P-1021 J-45 J-59j 467.576 8 150 0 Open ; + P-1022 J-59k J-59l 1086.235 8 150 0 Open ; + P-1023 J-59l J-45 546.718 8 150 0 Open ; + P-1024 J-59m J-35 686.754 8 150 0 Open ; + P-1025 J-29 J-59m 139.73 8 150 0 Open ; + P-1026 J-28 J-57 1972.321 6 150 0 Open ; + P-1027 J-34 J-2 1363.668 6 150 0 Open ; + P-1028 J-59n J-55 1960.086 8 150 0 Open ; + P-1029 J-59o J-59p 272.581 8 150 0 Open ; + P-103 J-177 J-128 408.309 8 150 0 Open ; + P-1030 J-59p J-59q 199.61 8 150 0 Open ; + P-1031 J-59q J-534 367.185 6 150 0 Open ; + P-1032 J-59r J-243 651.219 6 150 0 Open ; + P-1033 J-59s J-59u 774.7 8 150 0 Open ; + P-1034 J-59t J-59v 734.599 8 150 0 Open ; + P-1035 J-59u J-59v 321.831 8 150 0 Open ; + P-1036 J-59v J-59w 1495.518 8 150 0 Open ; + P-1037 J-59w J-59x 189.133 8 150 0 Open ; + P-1038 J-59x J-59y 1552.164 8 150 0 Open ; + P-1039 J-59y J-140 376.786 8 150 0 Open ; + P-104 J-205 J-178 680.27 8 150 0 Open ; + P-1040 J-59z J-147 1101.515 8 150 0 Open ; + P-1041 J-59 J-59p 512.573 8 150 0 Open ; + P-1042 J-64 J-216 384.485 12 150 0 Open ; + P-1043 J-67 J-69 615.502 8 150 0 Open ; + P-1044 J-69 J-70 256.781 8 150 0 Open ; + P-1045 J-70 J-64 947.604 8 150 0 Open ; + P-1046 J-74 J-217 875.716 12 150 0 Open ; + P-1047 J-76 J-74 288.096 8 150 0 Open ; + P-1048 J-77 J-76 348.295 8 150 0 Open ; + P-1049 J-78 J-76 616.771 8 150 0 Open ; + P-105 J-180 J-168 187.8 8 150 0 Open ; + P-1050 J-100 J-78 341.296 8 150 0 Open ; + P-1051 J-109 J-259 756.42 12 150 0 Open ; + P-1052 J-110 J-14 233.568 8 150 0 Open ; + P-1053 J-94 J-19 206.655 8 150 0 Open ; + P-1054 J-116 J-110 809.429 8 150 0 Open ; + P-1055 J-51 J-123 453.642 8 150 0 Open ; + P-1056 J-123 J-116 206.638 8 150 0 Open ; + P-1057 J-120 J-51 273.671 8 150 0 Open ; + P-1058 J-96 J-120 712.333 8 150 0 Open ; + P-1059 J-89 J-104 763.185 8 150 0 Open ; + P-106 J-59x J-59y 1072.449 8 150 0 Open ; + P-1060 J-104 J-95 340.72 8 150 0 Open ; + P-1061 J-95 J-123 1542.859 8 150 0 Open ; + P-1062 J-124 J-198 165.759 8 150 0 Open ; + P-1063 J-131 J-132 52.642 8 150 0 Open ; + P-1064 J-132 J-134 137.682 8 150 0 Open ; + P-1065 J-134 J-142 429.89 8 150 0 Open ; + P-1066 J-142 J-144 391.503 8 150 0 Open ; + P-1067 J-144 J-146 192.848 8 150 0 Open ; + P-1068 J-146 J-147 966.59 8 150 0 Open ; + P-1069 J-147 J-159 270.815 8 150 0 Open ; + P-107 J-131 J-165 415.709 8 150 0 Open ; + P-1070 J-159 J-160 241.492 8 150 0 Open ; + P-1071 J-160 J-165 313.805 8 150 0 Open ; + P-1072 J-165 J-239 226.309 8 150 0 Open ; + P-1073 J-166 J-18 1285.164 12 150 0 Open ; + P-1074 J-31 J-194 1472.26 8 150 0 Open ; + P-1075 J-31 J-168 1129.089 8 150 0 Open ; + P-1076 J-168 J-194 630.806 8 150 0 Open ; + P-1077 J-170 J-167 770.553 8 150 0 Open ; + P-1078 J-151 J-170 813.308 8 150 0 Open ; + P-1079 J-176 J-182 289.7 8 150 0 Open ; + P-108 J-186 J-187 1945.819 6 150 0 Open ; + P-1080 J-152 J-154 1052.382 8 150 0 Open ; + P-1081 J-181 J-152 877.488 8 150 0 Open ; + P-1082 J-182 J-181 249.985 8 150 0 Open ; + P-1083 J-164 J-183 654.26 8 150 0 Open ; + P-1084 J-183 J-912 145.753 6 150 0 Open ; + P-1085 J-130 J-245 372.69 8 150 0 Open ; + P-1086 J-161 J-130 653.982 8 150 0 Open ; + P-1087 J-162 J-138 1110.725 8 150 0 Open ; + P-1088 J-138 J-161 265.557 8 150 0 Open ; + P-1089 J-137 J-161 747.593 8 150 0 Open ; + P-109 J-188 J-189 565.105 6 150 0 Open ; + P-1090 J-136 J-270 404.259 6 150 0 Open ; + P-1091 J-153 J-136 362.4 6 150 0 Open ; + P-1092 J-135 J-255 2254.229 4 150 0 Open ; + P-1093 J-111 J-135 781.953 8 150 0 Open ; + P-1094 J-122 J-111 963.513 8 150 0 Open ; + P-1095 J-106 J-6 1093.5 6 150 0 Open ; + P-1096 J-113 J-4 382.984 12 150 0 Open ; + P-1097 J-91 J-113 662.293 8 150 0 Open ; + P-1098 J-184 J-235 236.724 8 150 0 Open ; + P-1099 J-103 J-184 127.195 8 150 0 Open ; + P-11 J-20 J-72 447.579 8 150 0 Open ; + P-110 J-190 J-171 1413.109 6 150 0 Open ; + P-1100 J-83 J-103 238.339 8 150 0 Open ; + P-1101 J-85 J-538 336.164 4 150 0 Open ; + P-1102 J-185 J-207 908.049 4 150 0 Open ; + P-1103 J-192 J-185 26.069 4 150 0 Open ; + P-1104 J-197 J-192 468.779 4 150 0 Open ; + P-1105 J-52 J-206 373.399 4 150 0 Open ; + P-1106 J-207 J-208 280.45 4 150 0 Open ; + P-1107 J-208 J-185 669.309 4 150 0 Open ; + P-1108 J-209 J-659 445.155 8 150 0 Open ; + P-1109 J-210 J-880 345.12 8 150 0 Open ; + P-111 J-191 J-151 265.13 8 150 0 Open ; + P-1110 J-177 J-210 184.247 8 150 0 Open ; + P-1111 J-125 J-177 430.679 8 150 0 Open ; + P-1112 J-127 J-714 324.748 8 150 0 Open ; + P-1113 J-126 J-125 414.303 8 150 0 Open ; + P-1114 J-205 J-118 566.427 8 150 0 Open ; + P-1115 J-128 J-118 466.49 8 150 0 Open ; + P-1116 J-178 J-716 304.98 8 150 0 Open ; + P-1117 J-179 J-39 225.172 8 150 0 Open ; + P-1118 J-99 J-179 415.435 8 150 0 Open ; + P-1119 J-107 J-8 36.739 8 150 0 Open ; + P-112 J-245 J-269 971.599 6 150 0 Open ; + P-1120 J-211 J-7 147.484 8 150 0 Open ; + P-1121 J-216 J-262 1897.198 12 150 0 Open ; + P-1122 J-217 J-64 1208.193 12 150 0 Open ; + P-1123 J-230 J-173 487.003 6 150 0 Open ; + P-1124 J-228 J-10 160.889 4 150 0 Open ; + P-1125 J-230 J-228 10.25 4 150 0 Open ; + P-1126 J-227 J-87 1163.91 8 150 0 Open ; + P-1127 J-231 J-224 380.14 12 150 0 Open ; + P-1128 J-219 J-59h 272.859 8 150 0 Open ; + P-1129 J-233 J-914 668.109 12 150 0 Open ; + P-113 J-195 J-149 275.029 6 150 0 Open ; + P-1130 J-56 J-233 357.64 6 150 0 Open ; + P-1131 J-60 J-232 290.503 12 150 0 Open ; + P-1132 J-232 J-57 17.36 6 150 0 Open ; + P-1133 J-239 J-131 528.309 8 150 0 Open ; + P-1134 J-124 J-239 62.31 8 150 0 Open ; + P-1135 J-237 J-60 115.819 12 150 0 Open ; + P-1136 J-237 J-579 17.62 6 150 0 Open ; + P-1137 J-232 J-60 236.009 6 150 0 Open ; + P-1138 J-60 J-579 108.94 6 150 0 Open ; + P-1139 J-243 J-237 910.449 12 150 0 Open ; + P-114 J-59z J-59 706.239 8 150 0 Open ; + P-1140 J-243 J-221 28.909 6 150 0 Open ; + P-1141 J-59u J-244 761.14 8 150 0 Open ; + P-1144 J-168 J-247 1252.55 8 150 0 Open ; + P-1145 J-154 J-170 368.363 8 150 0 Open ; + P-1146 J-246 J-248 952.202 12 150 0 Open ; + P-1147 J-246 J-541 70.489 6 150 0 Open ; + P-1148 J-273 J-836 68.25 6 150 0 Open ; + P-1149 J-246 J-273 782.179 12 150 0 Open ; + P-115 J-199 J-173 431.549 6 150 0 Open ; + P-1150 J-248 J-244 921.814 12 150 0 Open ; + P-1151 J-248 J-222 26.02 6 150 0 Open ; + P-1152 J-163 J-385 258.809 6 150 0 Open ; + P-1153 J-515 J-107 52.377 8 150 0 Open ; + P-1154 J-515 J-8 67.41 8 150 0 Open ; + P-1155 J-514 J-92 169.3 8 150 0 Open ; + P-1156 J-197 J-52 811.84 4 150 0 Open ; + P-1157 J-52 J-206 352.01 4 150 0 Open ; + P-1158 J-634 J-786 1334.339 8 150 0 Open ; + P-1159 J-813 J-634 649.15 8 150 0 Open ; + P-116 J-171 J-172 639.479 6 150 0 Open ; + P-117 J-202 J-65 642.39 6 150 0 Open ; + P-118 J-204 J-126 499.85 8 150 0 Open ; + P-119 J-182 J-164 399.63 8 150 0 Open ; + P-12 J-22 J-80 485.652 8 150 0 Open ; + P-120 J-152 J-181 449.429 8 150 0 Open ; + P-121 J-194 J-144 424.67 8 150 0 Open ; + P-122 J-132 J-160 598.539 8 150 0 Open ; + P-123 J-213 J-214 464.561 6 150 0 Open ; + P-124 J-156 J-155 1369.069 6 150 0 Open ; + P-125 J-146 J-159 748.219 8 150 0 Open ; + P-126 J-218 J-148 916.706 6 150 0 Open ; + P-127 J-188 J-155 2175.6 6 150 0 Open ; + P-129 J-223 J-231 3711.939 12 150 0 Open ; + P-13 J-24 J-59c 406.653 8 150 0 Open ; + P-130 J-225 J-226 281.954 8 150 0 Open ; + P-131 J-16 J-215 964.13 8 150 0 Open ; + P-132 J-66 J-73 290.82 8 150 0 Open ; + P-133 J-44 J-59k 251.015 8 150 0 Open ; + P-134 J-94 J-116 688.77 8 150 0 Open ; + P-135 J-51 J-95 808.19 8 150 0 Open ; + P-136 J-234 J-91 470.6 8 150 0 Open ; + P-137 J-68 J-184 149.625 8 150 0 Open ; + P-138 J-236 J-107 603.739 8 150 0 Open ; + P-139 J-238 J-211 739.39 8 150 0 Open ; + P-14 J-26 J-15 450.181 6 150 0 Open ; + P-140 J-240 J-100 512.58 8 150 0 Open ; + P-141 J-242 J-70 293.299 8 150 0 Open ; + P-142 J-143 J-59t 880.512 8 150 0 Open ; + P-143 J-59r J-59s 425.089 8 150 0 Open ; + P-144 J-247 J-31 476.429 8 150 0 Open ; + P-145 J-167 J-222 194.112 6 150 0 Open ; + P-146 J-250 J-264 1078.239 6 150 0 Open ; + P-147 J-249 J-252 1378.29 6 150 0 Open ; + P-148 J-253 J-172 497.445 6 150 0 Open ; + P-149 J-254 J-135 3195.37 4 150 0 Open ; + P-15 J-59m J-29 1456.15 8 150 0 Open ; + P-150 J-256 J-251 1541.808 4 150 0 Open ; + P-151 J-258 J-109 475.479 12 150 0 Open ; + P-152 J-260 J-261 1381.469 6 150 0 Open ; + P-153 J-259 J-74 1293.297 12 150 0 Open ; + P-154 J-200 J-263 520.309 8 150 0 Open ; + P-155 J-250 J-263 792.185 8 150 0 Open ; + P-156 J-266 J-267 2239.939 8 150 0 Open ; + P-157 J-267 J-200 523.238 8 150 0 Open ; + P-158 J-269 J-153 600.29 6 150 0 Open ; + P-159 J-268 J-271 1939.63 4 150 0 Open ; + P-16 J-30 J-166 1009.64 8 150 0 Open ; + P-160 J-272 J-268 2335.26 4 150 0 Open ; + P-161 J-452 J-229 1929.579 12 150 0 Open ; + P-162 J-275 J-270 1020.479 6 150 0 Open ; + P-163 J-276 J-277 24.639 8 150 0 Open ; + P-164 J-278 J-279 234.279 4 150 0 Open ; + P-165 J-278 J-280 301.92 4 150 0 Open ; + P-166 J-276 J-281 1633.079 8 150 0 Open ; + P-167 J-282 J-283 219.479 4 150 0 Open ; + P-168 J-284 J-285 678.909 4 150 0 Open ; + P-169 J-286 J-287 107.18 6 150 0 Open ; + P-17 J-32 J-21 753.95 8 150 0 Open ; + P-170 J-11 J-288 2442.149 3 150 0 Open ; + P-171 J-289 J-290 1991.31 4 150 0 Open ; + P-172 J-291 J-292 111.29 6 150 0 Open ; + P-173 J-293 J-294 926.299 6 150 0 Open ; + P-174 J-187 J-295 318.54 6 150 0 Open ; + P-175 J-296 J-289 335.809 4 150 0 Open ; + P-176 J-270 J-297 727.78 6 150 0 Open ; + P-177 J-298 J-299 667.84 6 150 0 Open ; + P-178 J-300 J-301 967.21 6 150 0 Open ; + P-179 J-302 J-303 1173.67 4 150 0 Open ; + P-18 J-29 J-28 854.9 8 150 0 Open ; + P-180 J-304 J-305 733.539 6 150 0 Open ; + P-181 J-57 J-306 883.21 6 150 0 Open ; + P-182 J-307 J-304 502.57 6 150 0 Open ; + P-183 J-308 J-309 159.99 6 150 0 Open ; + P-184 J-304 J-218 668.84 6 150 0 Open ; + P-185 J-310 J-311 1438.439 4 150 0 Open ; + P-186 J-283 J-312 374.059 4 150 0 Open ; + P-187 J-313 J-314 1915.329 8 150 0 Open ; + P-188 J-271 J-315 3620.199 4 150 0 Open ; + P-189 J-316 J-317 978.789 6 150 0 Open ; + P-19 J-36 J-37 1118.619 8 150 0 Open ; + P-190 J-283 J-318 362.89 4 150 0 Open ; + P-191 J-319 J-320 262.72 4 150 0 Open ; + P-192 J-224 J-321 1583.25 12 150 0 Open ; + P-193 J-322 J-323 1870.689 6 150 0 Open ; + P-194 J-289 J-324 226.429 4 150 0 Open ; + P-195 J-325 J-224 1228.729 4 150 0 Open ; + P-196 J-303 J-326 1580.42 4 150 0 Open ; + P-197 J-327 J-328 1015.909 8 150 0 Open ; + P-198 J-323 J-286 1116.55 6 150 0 Open ; + P-199 J-329 J-291 485.41 6 150 0 Open ; + P-2 J-3 J-113 357.225 12 150 0 Open ; + P-20 J-38 J-179 217.257 8 150 0 Open ; + P-200 J-316 J-292 655.979 6 150 0 Open ; + P-201 J-314 J-330 266.98 8 150 0 Open ; + P-202 J-329 J-309 326.72 6 150 0 Open ; + P-203 J-331 J-332 1578 6 150 0 Open ; + P-204 J-333 J-334 646.039 4 150 0 Open ; + P-205 J-224 J-323 33.439 4 150 0 Open ; + P-206 J-335 J-336 627.429 4 150 0 Open ; + P-207 J-337 J-338 481.25 4 150 0 Open ; + P-208 J-339 J-302 2541.04 4 150 0 Open ; + P-209 J-340 J-341 195.1 12 150 0 Open ; + P-21 J-40 J-63 812.469 8 150 0 Open ; + P-210 J-335 J-342 447.269 12 150 0 Open ; + P-211 J-343 J-337 1599.29 6 150 0 Open ; + P-212 J-344 J-345 748.53 4 150 0 Open ; + P-213 J-346 J-347 1947.81 6 150 0 Open ; + P-214 J-328 J-348 1021.119 8 150 0 Open ; + P-215 J-300 J-275 155.669 6 150 0 Open ; + P-216 J-302 J-349 1311.949 8 150 0 Open ; + P-217 J-296 J-350 2037.81 4 150 0 Open ; + P-218 J-284 J-351 538.049 4 150 0 Open ; + P-219 J-348 J-352 155.429 8 150 0 Open ; + P-22 J-42 J-61 254.789 8 150 0 Open ; + P-220 J-353 J-354 1170.719 8 150 0 Open ; + P-221 J-355 J-356 177.99 8 150 0 Open ; + P-222 J-357 J-358 255.479 6 150 0 Open ; + P-223 J-359 J-360 73.4 6 150 0 Open ; + P-224 J-361 J-362 397.13 6 150 0 Open ; + P-225 J-363 J-364 119.949 12 150 0 Open ; + P-226 J-341 J-3 277.23 12 150 0 Open ; + P-227 J-365 J-366 816.179 6 150 0 Open ; + P-228 J-367 J-368 251.919 8 150 0 Open ; + P-229 J-369 J-335 33.779 4 150 0 Open ; + P-23 J-44 J-45 526.473 8 150 0 Open ; + P-230 J-254 J-370 826.309 4 150 0 Open ; + P-231 J-277 J-371 1478.209 8 150 0 Open ; + P-232 J-298 J-300 259.66 6 150 0 Open ; + P-233 J-307 J-372 421.619 4 150 0 Open ; + P-234 J-373 J-328 218.11 8 150 0 Open ; + P-235 J-374 J-284 1178.849 4 150 0 Open ; + P-236 J-375 J-376 668.08 8 150 0 Open ; + P-237 J-377 J-378 78.18 6 150 0 Open ; + P-238 J-379 J-259 86.529 12 150 0 Open ; + P-239 J-380 J-346 398.019 6 150 0 Open ; + P-24 J-46 J-47 350.89 8 150 0 Open ; + P-240 J-381 J-382 2564.56 4 150 0 Open ; + P-241 J-383 J-384 590.19 8 150 0 Open ; + P-242 J-385 J-386 393.19 6 150 0 Open ; + P-243 J-9 J-337 565.78 4 150 0 Open ; + P-244 J-387 J-388 746.929 6 150 0 Open ; + P-245 J-340 J-389 404.23 6 150 0 Open ; + P-246 J-380 J-362 501.45 6 150 0 Open ; + P-247 J-390 J-373 485.94 8 150 0 Open ; + P-248 J-365 J-391 306.64 6 150 0 Open ; + P-249 J-392 J-393 266.589 6 150 0 Open ; + P-25 J-48 J-49 1726.81 8 150 0 Open ; + P-250 J-373 J-327 90.37 8 150 0 Open ; + P-251 J-394 J-395 460.049 6 150 0 Open ; + P-252 J-396 J-397 1588.719 6 150 0 Open ; + P-253 J-387 J-398 989.559 6 150 0 Open ; + P-254 J-212 J-400 658.83 6 150 0 Open ; + P-255 J-396 J-256 34.04 4 150 0 Open ; + P-256 J-401 J-402 1187.4 6 150 0 Open ; + P-257 J-403 J-404 1093.739 3 150 0 Open ; + P-258 J-403 J-405 1452.969 6 150 0 Open ; + P-259 J-406 J-407 1239.29 4 150 0 Open ; + P-26 J-50 J-123 231.61 8 150 0 Open ; + P-260 J-87 J-408 40.77 4 150 0 Open ; + P-261 J-256 J-409 638.969 12 150 0 Open ; + P-262 J-405 J-410 1515.089 6 150 0 Open ; + P-263 J-353 J-1 673.21 8 150 0 Open ; + P-264 J-355 J-411 223.389 6 150 0 Open ; + P-265 J-412 J-413 793.469 8 150 0 Open ; + P-266 J-378 J-400 3644.12 12 150 0 Open ; + P-267 J-414 J-415 914.809 12 150 0 Open ; + P-268 J-416 J-417 393.049 12 150 0 Open ; + P-269 J-418 J-419 785.58 3 150 0 Open ; + P-27 J-53 J-514 1179.43 8 150 0 Open ; + P-270 J-317 J-420 363.279 6 150 0 Open ; + P-271 J-421 J-422 1010.65 12 150 0 Open ; + P-272 J-339 J-423 1123.67 8 150 0 Open ; + P-273 J-424 J-344 908.94 4 150 0 Open ; + P-274 J-425 J-380 212.74 6 150 0 Open ; + P-275 J-424 J-426 356.989 6 150 0 Open ; + P-276 J-378 J-427 196.22 12 150 0 Open ; + P-277 J-293 J-428 395.35 6 150 0 Open ; + P-278 J-429 J-430 70.75 12 150 0 Open ; + P-279 J-431 J-432 456.549 6 150 0 Open ; + P-28 J-54 J-59n 536.853 8 150 0 Open ; + P-280 J-290 J-433 1628.28 4 150 0 Open ; + P-281 J-420 J-402 386.309 6 150 0 Open ; + P-282 J-376 J-359 2298.899 6 150 0 Open ; + P-283 J-421 J-434 1694.26 6 150 0 Open ; + P-284 J-435 J-436 2254.78 4 150 0 Open ; + P-285 J-437 J-375 642.63 12 150 0 Open ; + P-286 J-438 J-420 958.809 6 150 0 Open ; + P-287 J-27 J-403 943.33 6 150 0 Open ; + P-288 J-27 J-439 3473.04 6 150 0 Open ; + P-289 J-416 J-440 268.329 8 150 0 Open ; + P-29 J-56 J-28 279.888 6 150 0 Open ; + P-290 J-441 J-417 271.459 6 150 0 Open ; + P-291 J-442 J-443 744.469 4 150 0 Open ; + P-292 J-378 J-444 1002.38 6 150 0 Open ; + P-293 J-432 J-445 135.32 6 150 0 Open ; + P-294 J-446 J-447 988.58 4 150 0 Open ; + P-295 J-448 J-449 2738.07 4 150 0 Open ; + P-296 J-369 J-450 448.14 4 150 0 Open ; + P-297 J-388 J-451 1301 3 150 0 Open ; + P-298 J-452 J-453 1507.689 12 150 0 Open ; + P-299 J-317 J-454 1162.219 6 150 0 Open ; + P-3 J-5 J-106 284.539 6 150 0 Open ; + P-30 J-41 J-15 495.2 8 150 0 Open ; + P-300 J-377 J-427 141.169 12 150 0 Open ; + P-301 J-455 J-456 1492.089 4 150 0 Open ; + P-302 J-457 J-458 2275.27 4 150 0 Open ; + P-303 J-391 J-459 811.679 4 150 0 Open ; + P-304 J-437 J-424 364.48 6 150 0 Open ; + P-305 J-460 J-461 877.33 4 150 0 Open ; + P-306 J-462 J-453 37.319 4 150 0 Open ; + P-307 J-463 J-452 27.92 4 150 0 Open ; + P-308 J-430 J-340 204.669 12 150 0 Open ; + P-309 J-464 J-465 1408.3 3 150 0 Open ; + P-31 J-47 J-59i 554.027 8 150 0 Open ; + P-310 J-381 J-435 2217.709 6 150 0 Open ; + P-311 J-432 J-466 172.979 8 150 0 Open ; + P-312 J-467 J-366 396.04 6 150 0 Open ; + P-313 J-314 J-468 392.35 8 150 0 Open ; + P-314 J-469 J-470 176.85 4 150 0 Open ; + P-315 J-471 J-269 218.919 6 150 0 Open ; + P-316 J-282 J-472 454.75 4 150 0 Open ; + P-317 J-453 J-473 505.19 4 150 0 Open ; + P-318 J-463 J-442 578.45 4 150 0 Open ; + P-319 J-419 J-474 218.729 4 150 0 Open ; + P-32 J-16 J-58 2253.639 8 150 0 Open ; + P-320 J-212 J-416 704.469 12 150 0 Open ; + P-321 J-475 J-256 925.549 12 150 0 Open ; + P-322 J-453 J-335 460.22 12 150 0 Open ; + P-323 J-386 J-414 611.57 6 150 0 Open ; + P-324 J-366 J-441 358.92 6 150 0 Open ; + P-325 J-476 J-477 1044.88 4 150 0 Open ; + P-326 J-478 J-479 324.769 6 150 0 Open ; + P-327 J-452 J-9 956.07 4 150 0 Open ; + P-328 J-435 J-480 3325.979 6 150 0 Open ; + P-329 J-481 J-482 460.01 6 150 0 Open ; + P-33 J-62 J-43 351.369 8 150 0 Open ; + P-330 J-450 J-342 37.13 4 150 0 Open ; + P-331 J-483 J-463 758.429 4 150 0 Open ; + P-332 J-405 J-464 923.7 3 150 0 Open ; + P-333 J-443 J-457 823.75 4 150 0 Open ; + P-334 J-342 J-484 829.469 12 150 0 Open ; + P-335 J-442 J-485 816.119 4 150 0 Open ; + P-336 J-297 J-298 1313.209 6 150 0 Open ; + P-337 J-486 J-487 462.07 6 150 0 Open ; + P-338 J-488 J-489 348.269 6 150 0 Open ; + P-339 J-301 J-490 460.519 6 150 0 Open ; + P-34 J-46 J-59j 574.495 8 150 0 Open ; + P-340 J-491 J-492 2477.219 4 150 0 Open ; + P-341 J-488 J-493 238.24 6 150 0 Open ; + P-342 J-448 J-494 3907.1 3 150 0 Open ; + P-343 J-495 J-479 276.429 6 150 0 Open ; + P-344 J-319 J-278 506.2 4 150 0 Open ; + P-345 J-342 J-496 732.789 4 150 0 Open ; + P-346 J-464 J-497 882.63 3 150 0 Open ; + P-347 J-409 J-488 313.23 6 150 0 Open ; + P-348 J-457 J-498 861.77 4 150 0 Open ; + P-349 J-409 J-223 944.479 12 150 0 Open ; + P-35 J-44 J-46 274.859 8 150 0 Open ; + P-350 J-460 J-499 678.179 4 150 0 Open ; + P-351 J-339 J-500 594.78 8 150 0 Open ; + P-352 J-501 J-331 1101.109 6 150 0 Open ; + P-353 J-482 J-502 437.45 6 150 0 Open ; + P-354 J-503 J-374 516.94 4 150 0 Open ; + P-355 J-504 J-505 2102.149 3 150 0 Open ; + P-356 J-506 J-507 3170.53 8 150 0 Open ; + P-357 J-508 J-509 248.41 6 150 0 Open ; + P-358 J-310 J-510 1245.41 4 150 0 Open ; + P-359 J-500 J-511 738.369 8 150 0 Open ; + P-36 T-2 J-59f 302.908 8 150 0 Open ; + P-360 J-512 J-383 1935.25 8 150 0 Open ; + P-361 J-345 J-421 310.72 12 150 0 Open ; + P-362 J-275 J-471 145.88 6 150 0 Open ; + P-363 J-510 J-513 3099.239 4 150 0 Open ; + P-364 J-443 J-462 198.729 4 150 0 Open ; + P-365 O-Pump-2 J-596 3694.81 12 150 0 Open ; + P-366 J-406 J-516 531.869 4 150 0 Open ; + P-367 J-488 J-517 2170.52 8 150 0 Open ; + P-368 J-274 O-Pump-1 1146.469 12 150 0 Open ; + P-369 J-309 J-518 538.429 6 150 0 Open ; + P-37 J-66 J-219 538.099 8 150 0 Open ; + P-370 J-499 J-519 526.549 4 150 0 Open ; + P-371 J-520 J-357 392.649 6 150 0 Open ; + P-372 J-521 J-446 2371.989 4 150 0 Open ; + P-373 J-9 J-343 158.899 4 150 0 Open ; + P-374 J-397 J-223 26.92 4 150 0 Open ; + P-375 J-522 J-392 1394.599 6 150 0 Open ; + P-376 J-381 J-523 2102.07 4 150 0 Open ; + P-377 J-434 J-344 694.409 6 150 0 Open ; + P-378 J-524 J-525 453.69 6 150 0 Open ; + P-379 J-434 J-376 364.279 6 150 0 Open ; + P-38 J-37 J-68 842.89 8 150 0 Open ; + P-380 J-408 J-475 2287.979 12 150 0 Open ; + P-381 J-526 J-486 388.359 6 150 0 Open ; + P-382 J-527 J-528 288.51 6 150 0 Open ; + P-383 J-529 J-530 891.979 12 150 0 Open ; + P-384 J-426 J-345 506.299 12 150 0 Open ; + P-385 J-531 J-291 226.809 6 150 0 Open ; + P-386 J-450 J-532 849.469 4 150 0 Open ; + P-387 J-294 J-522 338.429 6 150 0 Open ; + P-388 J-462 J-369 460.17 4 150 0 Open ; + P-389 J-533 J-59q 1238.364 6 150 0 Open ; + P-39 J-47 J-66 328.25 8 150 0 Open ; + P-390 J-535 J-536 283.519 4 150 0 Open ; + P-391 J-422 J-520 673.34 6 150 0 Open ; + P-392 J-537 J-85 361.115 4 150 0 Open ; + P-393 J-539 J-540 835.609 6 150 0 Open ; + P-394 J-540 J-294 100.529 6 150 0 Open ; + P-395 J-486 J-246 399.72 6 150 0 Open ; + P-396 J-357 J-542 266.679 6 150 0 Open ; + P-397 J-543 J-544 294.019 6 150 0 Open ; + P-398 J-545 J-546 1169.619 4 150 0 Open ; + P-399 J-525 J-547 405.179 6 150 0 Open ; + P-4 J-7 J-515 90.162 8 150 0 Open ; + P-40 J-59k J-59l 469.26 8 150 0 Open ; + P-400 J-548 J-549 502.42 4 150 0 Open ; + P-401 J-542 J-550 447.899 6 150 0 Open ; + P-402 J-512 J-551 1121.27 8 150 0 Open ; + P-403 J-410 J-545 1030.55 4 150 0 Open ; + P-404 J-255 J-552 642.69 6 150 0 Open ; + P-405 J-414 J-553 294.589 12 150 0 Open ; + P-406 J-338 J-554 1127.449 6 150 0 Open ; + P-407 J-393 J-539 431.579 6 150 0 Open ; + P-408 J-1 J-512 2397.899 8 150 0 Open ; + P-409 J-423 J-555 1213.43 8 150 0 Open ; + P-41 J-71 J-399 188.699 8 150 0 Open ; + P-410 J-223 J-296 1074.8 4 150 0 Open ; + P-411 J-503 J-556 445.799 4 150 0 Open ; + P-412 J-532 J-87 2193.51 4 150 0 Open ; + P-413 J-532 J-484 42.47 4 150 0 Open ; + P-414 J-440 J-557 438 8 150 0 Open ; + P-415 J-558 J-459 295.29 6 150 0 Open ; + P-416 J-545 J-559 2508.32 4 150 0 Open ; + P-417 J-5 J-529 125.489 12 150 0 Open ; + P-418 J-439 J-535 503.39 6 150 0 Open ; + P-419 J-560 J-561 370.45 8 150 0 Open ; + P-42 J-73 J-59g 446.179 8 150 0 Open ; + P-420 J-562 J-563 3642.199 4 150 0 Open ; + P-421 J-541 J-564 531.94 6 150 0 Open ; + P-422 J-440 J-467 374.19 8 150 0 Open ; + P-423 J-255 J-558 377.679 6 150 0 Open ; + P-424 J-565 J-454 359.01 12 150 0 Open ; + P-425 J-566 J-527 907.469 6 150 0 Open ; + P-426 J-87 J-396 3219.54 4 150 0 Open ; + P-427 J-567 J-528 591.14 6 150 0 Open ; + P-428 J-510 J-568 4725.709 3 150 0 Open ; + P-429 J-569 J-570 1739.869 3 150 0 Open ; + P-43 J-75 J-59d 560.69 8 150 0 Open ; + P-430 J-437 J-553 78.709 6 150 0 Open ; + P-431 J-460 J-571 337.19 4 150 0 Open ; + P-432 J-414 J-565 75.93 6 150 0 Open ; + P-433 J-454 J-426 431.14 12 150 0 Open ; + P-434 J-553 J-467 602.059 6 150 0 Open ; + P-435 J-408 J-572 1146.25 4 150 0 Open ; + P-436 J-393 J-293 326.85 6 150 0 Open ; + P-437 J-553 J-212 374.299 12 150 0 Open ; + P-438 J-361 J-495 2316.889 6 150 0 Open ; + P-439 J-565 J-437 293.1 12 150 0 Open ; + P-44 J-59b J-59e 2649.379 8 150 0 Open ; + P-440 J-441 J-365 398.25 6 150 0 Open ; + P-441 J-573 J-229 497.98 12 150 0 Open ; + P-442 J-391 J-552 754.63 6 150 0 Open ; + P-443 J-469 J-574 992.89 4 150 0 Open ; + P-444 J-385 J-366 299.269 6 150 0 Open ; + P-445 J-423 J-353 760.5 8 150 0 Open ; + P-446 J-542 J-478 250.639 6 150 0 Open ; + P-447 J-520 J-478 312.769 6 150 0 Open ; + P-448 J-538 J-575 776.94 4 150 0 Open ; + P-449 J-576 J-577 723.049 6 150 0 Open ; + P-45 J-79 J-33 647.78 8 150 0 Open ; + P-450 J-578 J-237 1845.52 6 150 0 Open ; + P-451 J-567 J-527 877.869 6 150 0 Open ; + P-452 J-386 J-580 307.98 4 150 0 Open ; + P-453 J-318 J-581 642.83 4 150 0 Open ; + P-454 J-582 J-583 340.98 6 150 0 Open ; + P-455 J-548 J-584 1761.02 4 150 0 Open ; + P-456 J-528 J-539 356.42 6 150 0 Open ; + P-457 J-297 J-381 3070.25 6 150 0 Open ; + P-458 J-318 J-492 671.5 4 150 0 Open ; + P-459 J-573 J-333 927.25 3 150 0 Open ; + P-46 J-81 J-80 828.179 8 150 0 Open ; + P-460 J-560 J-585 1487.369 8 150 0 Open ; + P-461 J-351 J-586 791.39 4 150 0 Open ; + P-462 J-587 J-588 363.059 6 150 0 Open ; + P-463 J-351 J-589 734.44 4 150 0 Open ; + P-464 J-590 J-591 740.82 6 150 0 Open ; + P-465 J-439 J-313 719.729 8 150 0 Open ; + P-466 J-367 J-592 488.089 8 150 0 Open ; + P-467 J-593 J-594 1214.17 4 150 0 Open ; + P-468 J-595 J-596 117.269 12 150 0 Open ; + P-469 J-597 J-364 982.229 6 150 0 Open ; + P-47 J-37 J-103 1180.17 8 150 0 Open ; + P-470 J-417 J-5 1666.119 12 150 0 Open ; + P-471 J-331 J-598 630.809 6 150 0 Open ; + P-472 J-351 J-319 549.14 4 150 0 Open ; + P-473 J-427 J-429 507.309 12 150 0 Open ; + P-474 J-506 J-599 399.75 6 150 0 Open ; + P-475 J-392 J-567 283.459 6 150 0 Open ; + P-476 J-552 J-558 349.589 6 150 0 Open ; + P-477 J-484 J-469 518.19 4 150 0 Open ; + P-478 J-290 J-600 1215.079 4 150 0 Open ; + P-479 J-484 J-408 2241.09 12 150 0 Open ; + P-48 J-84 J-83 335.029 8 150 0 Open ; + P-480 J-495 J-316 43.5 6 150 0 Open ; + P-481 J-601 J-343 738.859 6 150 0 Open ; + P-482 J-458 J-506 1231.3 4 150 0 Open ; + P-483 J-388 J-504 861.299 6 150 0 Open ; + P-484 J-513 J-573 51.2 3 150 0 Open ; + P-485 J-490 J-602 206.57 6 150 0 Open ; + P-486 J-501 J-504 965.059 6 150 0 Open ; + P-487 J-603 J-547 1480.25 4 150 0 Open ; + P-488 J-604 J-582 6.679 6 150 0 Open ; + P-489 J-458 J-605 637.32 4 150 0 Open ; + P-49 J-86 J-227 771.969 8 150 0 Open ; + P-490 J-482 J-425 441.329 6 150 0 Open ; + P-491 J-606 J-361 135.639 6 150 0 Open ; + P-492 J-590 J-422 471.7 6 150 0 Open ; + P-493 J-425 J-607 540.71 4 150 0 Open ; + P-494 J-608 J-471 559.049 6 150 0 Open ; + P-495 J-476 J-282 514.489 4 150 0 Open ; + P-496 J-609 J-610 270.679 8 150 0 Open ; + P-497 J-359 J-590 690.039 6 150 0 Open ; + P-498 J-483 J-611 508.209 6 150 0 Open ; + P-499 J-499 J-562 785.409 4 150 0 Open ; + P-5 J-9 J-230 1614.02 4 150 0 Open ; + P-50 J-88 J-96 221.369 8 150 0 Open ; + P-500 J-262 J-612 5383.589 12 150 0 Open ; + P-501 J-614 J-313 950.489 8 150 0 Open ; + P-502 J-611 J-615 303.779 4 150 0 Open ; + P-503 J-313 J-367 372.929 8 150 0 Open ; + P-504 J-612 J-616 6.389 12 150 0 Open ; + P-505 J-400 J-617 3991.58 16 140 0 Open ; + P-506 J-481 J-618 436.959 6 150 0 Open ; + P-507 J-619 J-609 1055.38 8 150 0 Open ; + P-508 J-500 J-619 2218.6 8 150 0 Open ; + P-509 J-490 J-620 708.69 6 150 0 Open ; + P-51 J-90 J-91 1318.396 8 150 0 Open ; + P-510 J-621 J-622 490.79 6 150 0 Open ; + P-511 J-619 J-623 1954.819 8 150 0 Open ; + P-512 J-411 J-624 405.16 6 150 0 Open ; + P-513 J-625 J-626 1406.609 8 150 0 Open ; + P-514 J-513 J-569 57.849 4 150 0 Open ; + P-515 J-535 J-501 397.429 6 150 0 Open ; + P-516 J-379 J-604 1223.18 6 150 0 Open ; + P-517 J-374 J-562 618.77 4 150 0 Open ; + P-518 J-287 J-508 339.529 6 150 0 Open ; + P-519 J-627 J-541 414.64 6 150 0 Open ; + P-52 J-36 J-92 342.269 8 150 0 Open ; + P-520 J-578 J-533 336.739 6 150 0 Open ; + P-521 J-540 J-248 765.549 6 150 0 Open ; + P-522 J-222 J-627 542.88 6 150 0 Open ; + P-523 J-628 J-191 490.549 4 150 0 Open ; + P-524 J-350 J-629 280.67 4 150 0 Open ; + P-525 J-321 J-277 4237.2 12 150 0 Open ; + P-526 J-455 J-347 467.239 12 150 0 Open ; + P-527 J-447 J-630 1836.959 4 150 0 Open ; + P-528 J-508 J-321 29.139 6 150 0 Open ; + P-529 J-617 J-274 4556.22 16 140 0 Open ; + P-53 J-93 J-89 248.076 8 150 0 Open ; + P-530 J-631 J-593 1815.709 4 150 0 Open ; + P-531 J-350 J-307 1223.02 4 150 0 Open ; + P-532 J-530 J-377 436.67 12 150 0 Open ; + P-533 J-631 J-632 927.559 6 150 0 Open ; + P-534 J-582 J-258 115.669 4 150 0 Open ; + P-535 J-611 J-503 243.009 4 150 0 Open ; + P-536 R-1 I-Pump-2 314.94 16 150 0 Open ; + P-537 J-410 J-633 1725.8 4 150 0 Open ; + P-538 J-258 T-4 417.67 16 140 0 Open ; + P-539 J-475 T-1 609.58 16 140 0 Open ; + P-54 J-120 J-104 541.869 8 150 0 Open ; + P-540 J-375 T-3 219.139 12 150 0 Open ; + P-541 J-637 T-2 509.739 10 150 0 Open ; + P-542 J-583 J-638 216.089 6 150 0 Open ; + P-543 J-333 J-201 700.34 4 150 0 Open ; + P-544 J-563 J-639 809.09 4 150 0 Open ; + P-545 J-563 J-640 412.47 4 150 0 Open ; + P-546 J-521 J-203 1180.4 3 150 0 Open ; + P-547 J-620 J-608 392.67 6 150 0 Open ; + P-548 J-281 J-641 345.72 8 150 0 Open ; + P-549 J-521 J-310 176.839 4 150 0 Open ; + P-55 J-97 J-68 869.58 8 150 0 Open ; + P-550 J-534 J-642 1917.77 6 150 0 Open ; + P-551 J-610 J-641 20.5 8 150 0 Open ; + P-552 J-643 J-221 31.709 6 150 0 Open ; + P-553 J-579 J-644 389.72 6 150 0 Open ; + P-554 J-577 J-620 2239.82 4 150 0 Open ; + P-555 J-543 J-59r 395.674 6 150 0 Open ; + P-556 J-232 J-166 1002.225 12 150 0 Open ; + P-557 J-645 J-525 1557.03 4 150 0 Open ; + P-558 J-609 J-621 823.549 6 150 0 Open ; + P-559 J-352 J-394 90.099 6 150 0 Open ; + P-56 J-98 J-99 451.344 8 150 0 Open ; + P-560 J-383 J-412 468.059 8 150 0 Open ; + P-561 J-646 J-647 880.619 6 150 0 Open ; + P-562 J-637 J-648 627.75 6 150 0 Open ; + P-563 J-643 J-576 88.61 6 150 0 Open ; + P-564 J-622 J-55 516.33 6 150 0 Open ; + P-565 J-627 J-645 276.029 6 150 0 Open ; + P-566 J-646 J-476 2359.31 4 150 0 Open ; + P-567 J-644 J-643 507.769 6 150 0 Open ; + P-568 J-649 J-276 2649.409 8 150 0 Open ; + P-569 J-492 J-254 433.97 4 150 0 Open ; + P-57 J-73 J-59f 686.01 8 150 0 Open ; + P-570 J-576 J-650 514.789 6 150 0 Open ; + P-571 J-651 J-652 2021.199 6 150 0 Open ; + P-572 J-271 J-653 1087.54 4 150 0 Open ; + P-573 J-651 J-654 806.219 6 150 0 Open ; + P-574 J-561 J-617 572.25 8 150 0 Open ; + P-575 J-645 J-603 390.429 6 150 0 Open ; + P-576 J-561 J-655 301.75 8 150 0 Open ; + P-577 J-642 J-578 117.08 6 150 0 Open ; + P-578 J-603 J-628 331.22 6 150 0 Open ; + P-579 J-277 J-610 1981.989 12 150 0 Open ; + P-58 J-23 J-399 443.582 8 150 0 Open ; + P-580 J-534 J-642 1147.579 6 150 0 Open ; + P-581 J-479 J-656 305.19 6 150 0 Open ; + P-582 J-657 J-658 503.809 6 150 0 Open ; + P-583 J-390 J-395 1357.859 8 150 0 Open ; + P-584 J-659 J-660 321.04 8 150 0 Open ; + P-585 J-658 J-646 2478.37 6 150 0 Open ; + P-586 J-395 J-661 488.16 6 150 0 Open ; + P-587 J-656 J-520 1145.839 6 150 0 Open ; + P-588 J-621 J-662 969.28 6 150 0 Open ; + P-589 J-533 J-543 1451.369 6 150 0 Open ; + P-59 J-102 J-83 258.344 8 150 0 Open ; + P-590 J-663 J-664 435.85 8 150 0 Open ; + P-591 J-665 J-666 490.279 12 150 0 Open ; + P-592 J-666 J-667 317.459 8 150 0 Open ; + P-593 J-658 J-668 345.679 8 150 0 Open ; + P-594 J-659 J-669 494.47 8 150 0 Open ; + P-595 J-671 J-209 515.979 8 150 0 Open ; + P-596 J-672 J-673 369.89 8 150 0 Open ; + P-597 J-674 J-675 428.089 6 150 0 Open ; + P-598 J-676 J-677 482.119 8 150 0 Open ; + P-599 J-678 J-679 59.659 6 150 0 Open ; + P-6 J-11 J-82 2616.084 4 150 0 Open ; + P-60 J-96 J-89 155.32 8 150 0 Open ; + P-600 J-680 J-681 635.409 4 150 0 Open ; + P-601 J-682 J-683 292.359 12 150 0 Open ; + P-602 J-683 J-684 265.959 12 150 0 Open ; + P-603 J-681 J-491 59.45 4 150 0 Open ; + P-604 J-685 J-679 17.75 6 150 0 Open ; + P-605 J-4 J-235 629.669 12 150 0 Open ; + P-606 J-686 J-687 489.32 6 150 0 Open ; + P-607 J-688 J-689 79.16 8 150 0 Open ; + P-608 J-596 J-690 748.599 8 150 0 Open ; + P-609 J-326 J-11 652.57 4 150 0 Open ; + P-61 J-105 J-122 295.859 8 150 0 Open ; + P-610 J-321 J-352 1871.449 6 150 0 Open ; + P-611 J-661 J-390 1713.14 8 150 0 Open ; + P-612 J-664 J-691 1171.3 8 150 0 Open ; + P-613 J-660 J-379 813.88 12 150 0 Open ; + P-614 J-608 J-301 618.07 6 150 0 Open ; + P-615 J-665 J-692 329.29 8 150 0 Open ; + P-616 J-326 J-693 1179.369 8 150 0 Open ; + P-617 J-666 J-604 430.88 12 150 0 Open ; + P-618 J-427 J-694 2780.02 12 150 0 Open ; + P-619 J-663 J-694 299.489 8 150 0 Open ; + P-62 J-108 J-99 1028.319 8 150 0 Open ; + P-620 J-695 J-696 1803.3 8 150 0 Open ; + P-621 J-697 J-698 134.869 6 150 0 Open ; + P-622 J-699 J-700 159.08 8 150 0 Open ; + P-623 J-689 J-701 47.419 8 150 0 Open ; + P-624 J-38 J-211 272.425 8 150 0 Open ; + P-625 J-702 J-703 312.66 8 150 0 Open ; + P-626 J-673 J-704 513.599 8 150 0 Open ; + P-627 J-705 J-706 834.77 8 150 0 Open ; + P-628 J-707 J-708 246.69 8 150 0 Open ; + P-629 J-694 J-665 676.01 12 150 0 Open ; + P-63 J-77 J-78 681.599 8 150 0 Open ; + P-630 J-709 J-710 647.719 8 150 0 Open ; + P-631 J-710 J-711 359.57 8 150 0 Open ; + P-632 J-711 J-712 751.57 8 150 0 Open ; + P-633 J-713 J-127 237.231 8 150 0 Open ; + P-634 J-715 J-178 354.849 8 150 0 Open ; + P-635 J-717 J-718 525.21 6 150 0 Open ; + P-636 J-719 J-720 438.109 6 150 0 Open ; + P-637 J-721 J-722 229.22 8 150 0 Open ; + P-638 J-723 J-724 1211.829 6 150 0 Open ; + P-639 J-725 J-672 328.809 8 150 0 Open ; + P-64 J-112 J-111 3382.416 8 150 0 Open ; + P-640 J-691 J-726 100.91 8 150 0 Open ; + P-641 J-686 J-727 364.47 8 150 0 Open ; + P-642 J-728 J-729 617.44 6 150 0 Open ; + P-643 J-730 J-731 313.799 8 150 0 Open ; + P-644 J-732 J-733 365.089 8 150 0 Open ; + P-645 J-734 J-530 43.299 4 150 0 Open ; + P-646 J-735 J-652 277.2 6 150 0 Open ; + P-647 J-736 J-732 197.279 8 150 0 Open ; + P-648 J-575 J-734 85.43 4 150 0 Open ; + P-649 J-737 J-738 86.47 8 150 0 Open ; + P-65 J-112 J-106 255.679 8 150 0 Open ; + P-650 J-728 J-739 230.52 6 150 0 Open ; + P-651 J-625 J-448 889.489 3 150 0 Open ; + P-652 J-740 J-741 291.91 6 150 0 Open ; + P-653 J-742 J-743 201.779 8 150 0 Open ; + P-654 J-740 J-108 620.09 8 150 0 Open ; + P-655 J-6 J-744 989.02 8 150 0 Open ; + P-656 J-235 J-660 1279.959 12 150 0 Open ; + P-657 J-638 J-745 70.48 6 150 0 Open ; + P-658 J-664 J-209 361.864 8 150 0 Open ; + P-659 J-657 J-746 491.29 8 150 0 Open ; + P-66 J-114 J-515 971.729 8 150 0 Open ; + P-660 J-747 J-363 23 12 150 0 Open ; + P-661 J-235 J-691 453.329 8 150 0 Open ; + P-662 J-579 J-748 933.25 6 150 0 Open ; + P-663 J-734 J-744 1438.359 3 150 0 Open ; + P-664 J-749 J-750 623.669 8 150 0 Open ; + P-665 J-751 J-752 212.44 8 150 0 Open ; + P-666 J-738 J-688 594.15 8 150 0 Open ; + P-667 J-292 J-697 621.159 6 150 0 Open ; + P-668 J-700 J-753 17.75 8 150 0 Open ; + P-669 J-745 J-754 1019.45 6 150 0 Open ; + P-67 J-115 J-69 212.85 8 150 0 Open ; + P-670 J-272 J-755 276.529 8 150 0 Open ; + P-671 J-756 J-757 1879.38 6 150 0 Open ; + P-672 J-422 J-747 643.26 12 150 0 Open ; + P-673 J-758 J-759 270.589 8 150 0 Open ; + P-674 J-572 J-272 2813.37 4 150 0 Open ; + P-675 J-564 J-760 32.189 6 150 0 Open ; + P-676 J-691 J-663 742.809 8 150 0 Open ; + P-677 J-397 J-758 586.57 6 150 0 Open ; + P-678 J-730 J-713 349.01 8 150 0 Open ; + P-679 J-697 J-329 440.85 6 150 0 Open ; + P-68 J-117 J-118 664.76 8 150 0 Open ; + P-680 J-652 J-761 95.94 6 150 0 Open ; + P-681 J-402 J-736 112.129 12 150 0 Open ; + P-682 J-747 J-762 886.799 6 150 0 Open ; + P-683 J-673 J-721 220.22 8 150 0 Open ; + P-684 J-763 J-764 143.61 8 150 0 Open ; + P-685 J-759 J-765 87.22 8 150 0 Open ; + P-686 J-766 J-767 156.399 6 150 0 Open ; + P-687 J-14 J-768 175.889 8 150 0 Open ; + P-688 J-769 J-770 674.96 8 150 0 Open ; + P-689 J-771 J-772 92.019 8 150 0 Open ; + P-69 J-119 J-67 662.871 8 150 0 Open ; + P-690 J-572 J-773 603.539 6 150 0 Open ; + P-691 J-774 J-775 1846.099 8 150 0 Open ; + P-692 J-732 J-682 769.489 8 150 0 Open ; + P-693 J-776 J-777 309.39 8 150 0 Open ; + P-694 J-547 J-735 88.819 6 150 0 Open ; + P-695 J-719 J-776 732.53 8 150 0 Open ; + P-696 J-703 J-702 2.019 8 150 0 Open ; + P-697 J-778 J-717 63.7 6 150 0 Open ; + P-698 J-779 J-780 176.449 8 150 0 Open ; + P-699 J-776 J-686 129.059 8 150 0 Open ; + P-7 J-13 J-110 116.681 8 150 0 Open ; + P-70 J-121 J-122 182.656 8 150 0 Open ; + P-700 J-718 J-712 326.25 6 150 0 Open ; + P-701 J-777 J-709 68.239 8 150 0 Open ; + P-702 J-303 J-625 361.1 3 150 0 Open ; + P-703 J-781 J-782 241.8 6 150 0 Open ; + P-704 J-744 J-783 503.95 3 150 0 Open ; + P-705 J-6 J-740 61.97 6 150 0 Open ; + P-706 J-593 J-784 1407.68 4 150 0 Open ; + P-707 J-724 J-777 510.41 8 150 0 Open ; + P-708 J-784 J-548 2832.04 4 150 0 Open ; + P-709 J-784 J-703 169.61 8 150 0 Open ; + P-71 J-59s J-59t 454.76 8 150 0 Open ; + P-710 J-780 J-719 329.019 8 150 0 Open ; + P-711 J-712 J-481 147.97 6 150 0 Open ; + P-712 J-743 J-785 1009.049 6 150 0 Open ; + P-713 J-786 J-787 960.03 8 150 0 Open ; + P-714 J-587 J-788 624.77 6 150 0 Open ; + P-715 J-789 J-790 245.339 8 150 0 Open ; + P-716 J-791 J-792 392.51 8 150 0 Open ; + P-717 J-793 J-690 436.989 8 150 0 Open ; + P-718 J-706 J-634 950.219 8 150 0 Open ; + P-719 J-764 J-794 101.83 8 150 0 Open ; + P-72 J-125 J-127 2099.31 8 150 0 Open ; + P-720 J-774 J-773 840.26 8 150 0 Open ; + P-721 J-795 J-796 136.779 6 150 0 Open ; + P-722 J-771 J-751 26.209 8 150 0 Open ; + P-723 J-795 J-797 323.6 6 150 0 Open ; + P-724 J-798 J-799 46.229 8 150 0 Open ; + P-725 J-789 J-800 277.88 8 150 0 Open ; + P-726 J-801 J-802 451.329 4 150 0 Open ; + P-727 J-446 J-801 814.039 4 150 0 Open ; + P-728 J-743 J-711 1858.5 8 150 0 Open ; + P-729 J-758 J-322 1626.52 6 150 0 Open ; + P-73 J-126 J-205 469.269 8 150 0 Open ; + P-730 J-710 J-718 337.579 8 150 0 Open ; + P-731 J-362 J-778 648.539 6 150 0 Open ; + P-732 J-701 J-803 520.78 8 150 0 Open ; + P-733 J-778 J-709 589.14 6 150 0 Open ; + P-734 J-804 J-339 740.21 6 150 0 Open ; + P-735 J-801 J-769 2916 8 150 0 Open ; + P-736 J-780 J-742 503.13 8 150 0 Open ; + P-737 J-661 J-804 1032.55 6 150 0 Open ; + P-738 J-286 J-737 1309.969 8 150 0 Open ; + P-739 J-804 J-805 1032.449 8 150 0 Open ; + P-74 J-129 J-164 584.915 8 150 0 Open ; + P-740 J-790 J-274 2855.1 12 150 0 Open ; + P-741 J-806 J-807 246.639 6 150 0 Open ; + P-742 J-418 J-436 3182.85 8 150 0 Open ; + P-743 J-808 J-809 61.7 6 150 0 Open ; + P-744 J-788 J-810 265.239 6 150 0 Open ; + P-745 J-811 J-786 601.09 8 150 0 Open ; + P-746 J-788 J-812 189.69 6 150 0 Open ; + P-747 J-706 J-634 775.539 8 150 0 Open ; + P-748 J-814 J-815 136.919 8 150 0 Open ; + P-749 J-782 J-728 172.179 6 150 0 Open ; + P-75 J-100 J-109 1708.589 8 150 0 Open ; + P-750 J-816 J-793 267.829 8 150 0 Open ; + P-751 J-817 J-818 207.61 6 150 0 Open ; + P-752 J-773 J-187 1203.42 6 150 0 Open ; + P-753 J-819 J-795 102.11 6 150 0 Open ; + P-754 J-722 J-820 142.47 8 150 0 Open ; + P-755 J-396 J-821 504.73 4 150 0 Open ; + P-756 J-799 J-822 701.02 8 150 0 Open ; + P-757 J-681 J-823 3398.32 4 150 0 Open ; + P-758 J-419 J-680 2909.31 4 150 0 Open ; + P-759 J-676 J-824 233.71 8 150 0 Open ; + P-76 J-133 J-77 142.164 8 150 0 Open ; + P-760 J-825 J-23 533.03 8 150 0 Open ; + P-761 J-748 J-826 20.25 6 150 0 Open ; + P-762 J-827 J-828 917.809 3 150 0 Open ; + P-763 J-829 J-830 127.12 8 150 0 Open ; + P-764 J-831 J-832 1422.3 8 150 0 Open ; + P-765 J-824 J-699 951.099 8 150 0 Open ; + P-766 J-704 J-738 637.239 8 150 0 Open ; + P-767 J-820 J-833 451.79 8 150 0 Open ; + P-768 J-266 J-834 611.719 8 150 0 Open ; + P-769 J-813 J-811 33.069 8 150 0 Open ; + P-77 J-137 J-153 956.94 8 150 0 Open ; + P-770 J-811 J-835 115.809 8 150 0 Open ; + P-771 J-509 J-827 42.549 6 150 0 Open ; + P-772 J-679 J-808 221.449 6 150 0 Open ; + P-773 J-760 J-273 175.77 6 150 0 Open ; + P-774 J-644 J-678 902.609 6 150 0 Open ; + P-775 J-624 J-837 312.529 6 150 0 Open ; + P-776 J-820 J-688 934.64 8 150 0 Open ; + P-777 J-810 J-781 141.119 6 150 0 Open ; + P-778 J-647 J-838 1240.8 8 150 0 Open ; + P-779 J-821 J-839 1346.65 4 150 0 Open ; + P-78 J-162 J-138 652.58 8 150 0 Open ; + P-780 J-825 J-101 135.789 8 150 0 Open ; + P-781 J-754 J-657 130.889 6 150 0 Open ; + P-782 J-837 J-840 242.36 6 150 0 Open ; + P-783 J-753 J-677 210.539 8 150 0 Open ; + P-784 J-821 J-841 504.309 8 150 0 Open ; + P-785 J-677 J-822 349.399 8 150 0 Open ; + P-786 J-833 J-803 628.179 8 150 0 Open ; + P-787 J-817 J-842 327.369 6 150 0 Open ; + P-788 J-837 J-843 124.449 8 150 0 Open ; + P-789 J-705 J-816 836.38 8 150 0 Open ; + P-79 J-244 J-243 1146.85 12 150 0 Open ; + P-790 J-781 J-844 217.009 6 150 0 Open ; + P-791 J-845 J-748 362.6 6 150 0 Open ; + P-792 J-846 J-266 419.38 8 150 0 Open ; + P-793 J-824 J-700 490.64 8 150 0 Open ; + P-794 J-346 J-806 1174.06 6 150 0 Open ; + P-795 J-822 J-676 736.39 8 150 0 Open ; + P-796 J-847 J-848 540.39 6 150 0 Open ; + P-797 J-756 J-674 761.94 6 150 0 Open ; + P-798 J-849 J-850 1353.13 8 150 0 Open ; + P-799 J-851 J-852 518.429 8 150 0 Open ; + P-8 J-16 J-226 1043.16 8 150 0 Open ; + P-80 J-141 J-59w 428.47 8 150 0 Open ; + P-800 J-853 J-854 510.54 8 150 0 Open ; + P-801 J-832 J-855 27.87 8 150 0 Open ; + P-802 J-814 J-3 961.84 6 150 0 Open ; + P-803 J-808 J-856 1116.16 6 150 0 Open ; + P-804 J-857 J-858 210.229 8 150 0 Open ; + P-805 J-826 J-685 408.82 6 150 0 Open ; + P-806 J-690 J-791 706.02 8 150 0 Open ; + P-807 J-445 J-355 67.18 6 150 0 Open ; + P-808 J-741 J-587 125.12 6 150 0 Open ; + P-809 J-806 J-817 214.839 6 150 0 Open ; + P-81 J-143 J-141 205.869 8 150 0 Open ; + P-810 J-809 J-577 435.75 6 150 0 Open ; + P-811 J-845 J-859 1328.579 6 150 0 Open ; + P-812 J-684 J-707 1273.119 12 150 0 Open ; + P-813 J-831 J-832 437.769 8 150 0 Open ; + P-814 J-322 J-831 1810.099 6 150 0 Open ; + P-815 J-860 J-392 297.67 8 150 0 Open ; + P-816 J-853 J-861 1019.099 8 150 0 Open ; + P-817 J-848 J-445 399.6 8 150 0 Open ; + P-818 J-848 J-624 285.22 6 150 0 Open ; + P-819 J-827 J-649 1323.479 6 150 0 Open ; + P-82 J-145 J-59n 597.349 8 150 0 Open ; + P-820 J-522 J-862 323.39 6 150 0 Open ; + P-821 J-860 J-684 1095.17 8 150 0 Open ; + P-822 J-863 J-864 195.94 6 150 0 Open ; + P-823 J-772 J-800 585.909 8 150 0 Open ; + P-824 J-684 J-863 377.679 6 150 0 Open ; + P-825 J-585 J-560 1032.089 8 150 0 Open ; + P-826 J-862 J-526 72.54 6 150 0 Open ; + P-827 J-759 J-825 571.159 8 150 0 Open ; + P-828 J-735 J-761 1752.06 8 150 0 Open ; + P-829 J-675 J-865 249.32 6 150 0 Open ; + P-83 J-145 J-34 902.669 8 150 0 Open ; + P-830 J-656 J-866 180.199 6 150 0 Open ; + P-831 J-459 J-867 326.119 6 150 0 Open ; + P-832 J-868 J-585 491.209 8 150 0 Open ; + P-833 J-733 J-860 349.869 8 150 0 Open ; + P-834 J-752 J-13 618.169 8 150 0 Open ; + P-835 J-816 J-869 137.789 8 150 0 Open ; + P-836 J-724 J-606 1095.709 6 150 0 Open ; + P-837 J-839 J-870 2484.8 4 150 0 Open ; + P-838 J-23 J-871 504.7 8 150 0 Open ; + P-839 J-23 J-872 142.509 8 150 0 Open ; + P-84 J-140 J-59z 633.78 8 150 0 Open ; + P-840 J-854 J-873 512.51 8 150 0 Open ; + P-841 J-874 J-851 22.239 8 150 0 Open ; + P-842 J-875 J-876 18.809 8 150 0 Open ; + P-843 J-775 J-877 737.789 8 150 0 Open ; + P-844 J-704 J-878 873.979 8 150 0 Open ; + P-845 J-858 J-879 105.48 8 150 0 Open ; + P-846 J-754 J-210 645.509 8 150 0 Open ; + P-847 J-306 J-845 43.319 6 150 0 Open ; + P-848 J-874 J-834 439.429 8 150 0 Open ; + P-849 J-868 J-455 458.019 12 150 0 Open ; + P-85 J-140 J-141 1025.589 8 150 0 Open ; + P-850 J-881 J-787 47.459 12 150 0 Open ; + P-851 J-840 J-882 242.889 6 150 0 Open ; + P-852 J-883 J-814 430.88 6 150 0 Open ; + P-853 J-884 J-883 77.309 6 150 0 Open ; + P-854 J-411 J-884 71.54 6 150 0 Open ; + P-855 J-882 J-341 293.29 6 150 0 Open ; + P-856 J-674 J-260 63.15 6 150 0 Open ; + P-857 J-761 J-651 355.19 6 150 0 Open ; + P-858 J-524 J-885 661.2 6 150 0 Open ; + P-859 J-863 J-862 300.279 6 150 0 Open ; + P-86 J-169 J-158 495.63 6 150 0 Open ; + P-860 J-39 J-715 545.65 8 150 0 Open ; + P-861 J-39 J-695 609.9 8 150 0 Open ; + P-862 J-867 J-385 386.519 6 150 0 Open ; + P-863 J-415 J-682 725.89 12 150 0 Open ; + P-864 J-713 J-886 295.119 8 150 0 Open ; + P-865 J-364 J-868 301.559 12 150 0 Open ; + P-866 J-885 J-163 164.029 6 150 0 Open ; + P-867 J-695 J-108 435.04 8 150 0 Open ; + P-868 J-675 J-887 348.98 8 150 0 Open ; + P-869 J-733 J-683 947.5 8 150 0 Open ; + P-87 J-150 J-128 139.349 8 150 0 Open ; + P-870 J-775 J-888 225.059 8 150 0 Open ; + P-871 J-769 J-889 1581.03 8 150 0 Open ; + P-872 J-852 J-873 714.5 8 150 0 Open ; + P-873 J-855 J-819 979.429 6 150 0 Open ; + P-874 J-749 J-774 1211.68 8 150 0 Open ; + P-875 J-849 J-890 727.099 8 150 0 Open ; + P-876 J-875 J-19 89.25 8 150 0 Open ; + P-877 J-854 J-891 431.48 8 150 0 Open ; + P-878 J-890 J-892 2012.869 8 150 0 Open ; + P-879 J-787 J-893 67.33 12 150 0 Open ; + P-88 J-151 J-176 414.19 8 150 0 Open ; + P-880 J-893 J-595 1891.29 12 150 0 Open ; + P-881 J-834 J-749 939.19 8 150 0 Open ; + P-882 J-890 J-894 2052.32 8 150 0 Open ; + P-883 J-616 J-881 4073.429 12 150 0 Open ; + P-884 J-723 J-895 115.529 4 150 0 Open ; + P-885 J-873 J-853 1906.449 8 150 0 Open ; + P-886 J-861 J-852 1250.609 8 150 0 Open ; + P-887 J-861 J-846 1068.77 8 150 0 Open ; + P-888 J-867 J-163 1746.359 8 150 0 Open ; + P-889 J-715 J-730 629.88 8 150 0 Open ; + P-89 J-137 J-136 707.19 8 150 0 Open ; + P-890 J-889 J-897 462.73 4 150 0 Open ; + P-891 J-570 J-849 150.08 8 150 0 Open ; + P-892 J-19 J-767 2149.26 8 150 0 Open ; + P-893 J-569 J-898 422.519 4 150 0 Open ; + P-894 J-772 J-899 91.05 8 150 0 Open ; + P-895 J-447 J-889 1833.839 4 150 0 Open ; + P-896 J-829 J-789 318.23 8 150 0 Open ; + P-897 J-767 J-876 299.029 6 150 0 Open ; + P-898 J-898 J-483 1197.56 4 150 0 Open ; + P-899 J-752 J-829 197.85 8 150 0 Open ; + P-9 J-17 J-273 95.489 12 150 0 Open ; + P-90 J-156 J-189 282.57 6 150 0 Open ; + P-900 J-865 J-308 756.53 6 150 0 Open ; + P-901 J-791 J-705 1075.53 8 150 0 Open ; + P-902 J-13 J-900 183.24 8 150 0 Open ; + P-903 J-714 J-38 637.52 8 150 0 Open ; + P-904 J-901 J-902 342.7 8 150 0 Open ; + P-905 J-895 J-631 1173.199 4 150 0 Open ; + P-906 J-903 J-904 36.13 12 150 0 Open ; + P-907 J-895 J-779 409.14 8 150 0 Open ; + P-908 J-901 J-756 662.489 6 150 0 Open ; + P-909 J-876 J-857 101.51 8 150 0 Open ; + P-91 J-214 J-158 855.34 6 150 0 Open ; + P-910 J-412 J-895 514.239 8 150 0 Open ; + P-911 J-846 J-874 629.46 8 150 0 Open ; + P-912 J-841 J-905 2491.639 8 150 0 Open ; + P-913 J-898 J-229 50.29 8 150 0 Open ; + P-914 J-905 J-839 500.45 8 150 0 Open ; + P-915 J-904 J-790 792.789 12 150 0 Open ; + P-916 J-766 J-798 239.57 8 150 0 Open ; + P-917 J-764 J-907 193.49 8 150 0 Open ; + P-918 J-347 J-903 514.19 12 150 0 Open ; + P-919 J-49 J-766 953.44 8 150 0 Open ; + P-92 J-59o J-59 1737.206 8 150 0 Open ; + P-920 J-800 J-903 588.46 8 150 0 Open ; + P-921 J-841 J-905 1345.67 8 150 0 Open ; + P-922 J-902 J-908 257.57 8 150 0 Open ; + P-923 J-779 J-49 2686.219 8 150 0 Open ; + P-924 J-606 J-901 333.799 6 150 0 Open ; + P-925 J-799 J-763 265.64 8 150 0 Open ; + P-926 J-794 J-771 207.839 8 150 0 Open ; + P-927 J-628 J-909 385.579 6 150 0 Open ; + P-928 J-910 J-387 4417.689 6 150 0 Open ; + P-929 J-17 J-524 360.029 6 150 0 Open ; + P-93 J-130 J-162 228.806 8 150 0 Open ; + P-930 J-707 J-17 322.47 12 150 0 Open ; + P-931 J-909 J-911 969.869 8 150 0 Open ; + P-932 J-912 J-245 206.08 6 150 0 Open ; + P-933 J-911 J-913 328.119 8 150 0 Open ; + P-934 J-911 J-912 348.2 8 150 0 Open ; + P-935 J-641 J-233 200.889 6 150 0 Open ; + P-936 J-914 J-637 744.219 10 150 0 Open ; + P-937 J-281 J-914 122.029 10 150 0 Open ; + P-938 J-915 J-916 692.71 8 150 0 Open ; + P-939 J-917 J-918 2010.75 8 150 0 Open ; + P-94 J-176 J-154 841.27 8 150 0 Open ; + P-940 J-910 J-919 116.8 8 150 0 Open ; + P-941 J-916 J-920 15.859 8 150 0 Open ; + P-942 J-18 J-233 351.239 12 150 0 Open ; + P-943 J-920 J-916 17.54 8 150 0 Open ; + P-944 J-622 J-921 364.869 6 150 0 Open ; + P-945 J-922 J-923 804.299 8 150 0 Open ; + P-946 J-836 J-17 26.319 6 150 0 Open ; + P-947 J-924 J-925 581.15 8 150 0 Open ; + P-948 J-922 J-926 255.009 8 150 0 Open ; + P-949 J-927 J-922 671.5 8 150 0 Open ; + P-95 J-134 J-142 925.28 8 150 0 Open ; + P-950 J-648 J-928 1781.939 8 150 0 Open ; + P-951 J-24 J-929 331.089 8 150 0 Open ; + P-952 J-930 J-929 2225.11 8 150 0 Open ; + P-953 J-924 J-25 2382.719 8 150 0 Open ; + P-954 J-921 J-931 223.339 8 150 0 Open ; + P-955 J-932 J-54 547.2 8 150 0 Open ; + P-956 J-915 J-933 1131.64 8 150 0 Open ; + P-957 J-54 J-934 129.71 8 150 0 Open ; + P-958 J-916 J-915 3356.959 8 150 0 Open ; + P-959 J-649 J-26 1420.14 6 150 0 Open ; + P-96 J-124 J-239 56.939 8 150 0 Open ; + P-960 J-918 J-933 155.13 8 150 0 Open ; + P-961 J-909 J-183 1261.876 6 150 0 Open ; + P-962 J-927 J-920 182.71 8 150 0 Open ; + P-963 J-917 J-918 1086.209 8 150 0 Open ; + P-964 J-921 J-932 1231.099 6 150 0 Open ; + P-965 J-25 J-924 212.97 8 150 0 Open ; + P-966 J-933 J-24 351.07 8 150 0 Open ; + P-967 J-928 J-927 1447.27 8 150 0 Open ; + P-968 J-910 J-917 1449.25 8 150 0 Open ; + P-969 J-929 J-930 83.129 8 150 0 Open ; + P-97 J-156 J-215a 622.549 6 150 0 Open ; + P-970 J-648 J-196 1480.547 6 150 0 Open ; + P-971 J-252 J-251 855.51 8 150 0 Open ; + P-972 J-938 J-207 454.013 4 150 0 Open ; + P-973 J-192 J-52 635.539 4 150 0 Open ; + P-974 J-941 J-207 187.41 4 150 0 Open ; + P-975 J-85 J-208 170.729 4 150 0 Open ; + P-976 J-229 J-906 1924.42 8 150 0 Open ; + P-977 R-1 I-Pump-1 239.839 12 150 0 Open ; + P-978 J-65 J-203 479.329 6 150 0 Open ; + P-979 J-172 J-203 500.554 6 150 0 Open ; + P-98 J-145 J-59o 1329.778 8 150 0 Open ; + P-980 J-201 J-406 1203.77 4 150 0 Open ; + P-981 J-173 J-201 2147.62 6 150 0 Open ; + P-982 J-200 J-268 535.651 8 150 0 Open ; + P-983 J-263 J-264 503.225 8 150 0 Open ; + P-984 J-264 J-265 1159.309 8 150 0 Open ; + P-985 J-249 J-257 3376.849 4 150 0 Open ; + P-986 J-252 J-936 242.642 8 150 0 Open ; + P-987 J-251 J-249 554.171 4 150 0 Open ; + P-988 J-399 J-72 357.455 8 150 0 Open ; + P-989 J-72 J-101 416.291 8 150 0 Open ; + P-99 J-171 J-65 292.489 6 150 0 Open ; + P-990 J-21 J-23 535.314 8 150 0 Open ; + P-991 J-33 J-21 697.371 8 150 0 Open ; + P-992 J-80 J-33 1914.141 8 150 0 Open ; + P-993 J-82 J-12 316.195 4 150 0 Open ; + P-994 J-189 J-82 440.734 6 150 0 Open ; + P-995 J-155 J-215a 457.922 6 150 0 Open ; + P-996 J-215a J-169 618.068 6 150 0 Open ; + P-997 J-169 J-149 436.207 6 150 0 Open ; + P-998 J-148 J-157 1198.66 6 150 0 Open ; + P-999 J-214 J-148 213.868 6 150 0 Open ; + +[PUMPS] +;ID Node1 Node2 Properties + ~@Pump-1 I-Pump-1 O-Pump-1 POWER 150.0 ; + ~@Pump-2 I-Pump-2 O-Pump-2 POWER 50.0 ; + +[VALVES] +;ID Node1 Node2 Diameter Type Setting Minor Loss + +[TAGS] +;type name tag + +[DEMANDS] +;ID Demand Pattern + +[STATUS] +;ID Setting +~@Pump-1 Closed + +[PATTERNS] +;ID Multipliers + +1 0.330000 0.250000 0.209000 0.209000 0.259000 0.360000 +1 0.529000 0.910000 1.200000 1.299000 1.340000 1.340000 +1 1.320000 1.269000 1.250000 1.250000 1.279000 1.370000 +1 1.519000 1.700000 1.750000 1.669000 0.899000 0.479000 + +11 1.000000 + +ENRG1 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b/examples/demos/salt_water_intrusion_demo.ipynb new file mode 100644 index 000000000..c5648108f --- /dev/null +++ b/examples/demos/salt_water_intrusion_demo.ipynb @@ -0,0 +1,735 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# WNTR Salt Water Intrusion Tutorial\n", + "The following tutorial illustrates the use of storm surge data associated with hurricanes to model salt water intrusion into a water distribution system. \n", + "\n", + "The analysis uses storm surge data from [EPA's Creating Resilient Water Utilities (CRWU) website](https://epa.maps.arcgis.com/apps/MapSeries/index.html?appid=852ca645500d419e8c6761b923380663), which sources data from [National Oceanic and Atmospheric Administration's (NOAA's) Sea, Lake, and Overland Surge from Hurricanes (SLOSH) model](https://www.nhc.noaa.gov/nationalsurge/). The SLOSH model is used by the National Weather Service to estimate storm surge during hurricanes. To simplify the analysis, the salt water inundation rate into the water distribution system is assumed to be proportional to storm surge depth. More detailed analysis could be pursued by following the methodology laid out by Moglen et. al. in their paper titled [\"A nexus approach to infrastructure resilience planning under uncertainty\"](https://www.sciencedirect.com/science/article/pii/S0951832022005464).\n", + "\n", + "The water network model used in the analysis is ky4 from the [UKnowledge Water Distribution Systems Research Database](https://uknowledge.uky.edu/wdsrd/). The model coordinates were moved to a coastal location near Tampa for the tutorial." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Imports\n", + "Import WNTR and other Python packages needed for the tutorial.\n", + "- os.path.join is required to define file paths\n", + "- Numpy is required to create and manipulate arrays\n", + "- Rasterio is used to load and plot the storm surge data \n", + "- Matplotlib is required to create graphics" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [], + "source": [ + "from os.path import join\n", + "import numpy as np\n", + "import rasterio as rs\n", + "from rasterio.plot import show\n", + "import matplotlib.pyplot as plt\n", + "import wntr" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Create the WaterNetworkModel" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Load the EPANET INP file into WNTR to create a WaterNetworkModel" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [], + "source": [ + "network_path = \"../data/coastal_ky4.inp\"\n", + "wn = wntr.network.WaterNetworkModel(network_path) " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Set simulation time and water quality options" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [], + "source": [ + "# set time options to run at hourly time steps for eight days\n", + "wn.options.time.hydraulic_timestep = 3600\n", + "wn.options.time.quality_timestep = 3600\n", + "wn.options.time.duration = 3600 * 192\n", + "\n", + "# Set parameter type for quality simulation and add a name for the chemical\n", + "wn.options.quality.parameter = \"CHEMICAL\"\n", + "wn.options.quality.chemical_name = \"NaCl\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "GeoDataFrames are created from the WaterNetworkModel using `to_gis`. The GeoDataFrames are used in associate junctions with the storm surge data." + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [], + "source": [ + "wn_gis = wn.to_gis(crs=\"EPSG:4269\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot the water network model" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots()\n", + "ax = wntr.graphics.plot_network(wn, ax=ax) #, show_plot=False) TODO why is this needed" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Load storm surge data\n", + "For the purposes of this tutorial, a subset of the storm surge raster data is used to keep file size small. To download the entire raster dataset, navigate to the [NOAA National Storm Surge Risk Maps webpage](https://www.nhc.noaa.gov/nationalsurge/). Scroll down to the \"Data Availability and Download\" section and use the link labeled \"Texas to Maine (high tide scenario)\" to obtain a zip file containing the storm surge scenarios. Unzip the folder and adjust the `raster_path` variable below to point to the folder's location. \n", + "\n", + "Load the raster data using the geographic extent of the water network model." + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [], + "source": [ + "raster_path = join(\"..\", \"data\", \"coastal_ky4_storm_surge.tif\")\n", + "\n", + "min_lon, min_lat, max_lon, max_lat = wn_gis.junctions.total_bounds\n", + "\n", + "with rs.open(raster_path) as src:\n", + " window = rs.windows.from_bounds(min_lon, min_lat, max_lon, max_lat, src.transform)\n", + " inundation_raster = src.read(1, window=window)\n", + " raster_transform = src.window_transform(window)\n", + " raster_crs = src.crs" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Convert raster data to float and convert missing data values (255) to NaN" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [], + "source": [ + "inundation_raster = inundation_raster.astype(float) # change dtype from int to float to allow for NaN value\n", + "inundation_raster[inundation_raster==255] = np.nan # 255 indicates no data" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot the storm surge data" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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4KmFEkG/3cDOK0JfGIclrHv13M/veO/tKikd1UWjyUL6ozPhrCYWkJDKscHKKICb2+51NbB4Yd8yyM25GRR2yHR6iFKzwRsIx4+/L/J8JjwGw5IJVKE/gxVzQ8NiPx0YzLH+8qMFh7s//07jrN6h7WC4v5ZKWK9gwQfQBYLm8tPpCOqCq2igqlwMg3L0bAGfBPMLWJGJnH0KIiqG6v2NYXj/K9365vBSEQPg+Tkc7ujlZiQD3tFyBDkOctpbK80aMZNFKgdLQkqp7DoWR8Z91olj/zNJbd4wdqzVB3EEo87LQ4lciuA8+YiKkSy5YRbHJrWxbbHJBUnmtc3lELFp9nYihfa/uWMJ1EZEIoua6pspyeSkb1D11n+HlzvsQjoNMJsxx3sAp4zYNyWKxvKHpafsIxRPnUWzy8EYCHvyZ+RHY/LmrOXr1WpRfchYEDC1QZGb4ddvP+/oaECaa4A8KQg+aXgInD17GGCzFuESE4BQ0MoRCQuKPKEJfsPjP7uSX/3eswyA0yKI26UahcRiUKygmHITWRPvyeDsGKuNVRzPKkyYFKTROgtAm0uGPKNAQRszD9Mz3ruaxUprRkvNXgTBpTeVlYTIy7v0qtPlQ8qEev6f+vJe7l7Eh+MHk7nvXx4lrzfrdd09qfGW7Y77A+hdXTWmb14Pyj7PlwNHFwpS32d99F575fmrVWEjR6WgnP6eNyNOvQCRCODxct2+wTsMfHK0RjsO9W75RvzwWRXS0wpYd1aGtTRCE4EhErvp5knldjbI2wNmXrnutCkWWy0sRkQj3Z78LQHRbGh11KTZF+NkDZoJo8Z/dSaS/+tnyBou4w/nKa3ckRMvqcWVLMyIerbwWQ2lEtP75et/wdwBY2fxX5jMoncpzdLnzPjaEPxz3OsqM/swudy/DSaXA99D5qX/PDjdKC5Q+OGfmYLc/nFhnwWI5wggHBvE376T41tkUUl7dus2fvxowDoHQxgAP4rruNcIY8hoIYma7TJeg+WVFrlWamf2UINKvCWISWdR4WWWiC64giEtO/dhaAApNgmdXXwXAw+uvYfk7b6LQGsHNhQRRB+1ItDC1Cvm2CPn2aZz53tXIgkZ2xvEH8hSaXbQs1S8UzTFESKWGgVJe55J3r8IbDvAAEShy0yKcccmdOAWFmh5reK96TriOmOMwsqCJ2M78mPXu9GmTv+979h6QUfZGcBSgOutd/vvNSE/Xx6GrnfXP3jK58Sdcx/rnbq28nsx9Gz1mvG3K74c8Zh5q0yvj71BIvF88S5jPmwhEqeZnsudjeX1p9B70nHAdQUsct1CEfAHRVE2nEUMj4LkU21twhh1WnHYT9//nl3n037/AeUtvG/c4un9g1AITPhBu1YzTMQ8twM0UK8t++X8/x8pTv1J57fVnK7VZZYqJmn1kMqj+/srroG/PuBMqquS4CsepLJuMozCa3rlX4U7rhGgEhOCHT9xAc/P/b8r7sbx+WGfBYjkCWHr2rShPEtnSj9PZSe74mTz6b+MX0778mc9y9Kq14GnjIGgQoUDLch2A0U0OYxo3LYjuNYZ5rt04CZEBTbZLENttZvqLMeNEyMCMi/YrhAZ/qP5HJ98ZRUtBAGjXFDYjSrn9brWoWfkCtCSMmkeQ0BpZ0HX70kIgqNYtKN8UIIcRSXRHFhFGwKkWQp9xyZ2VfaFN7YMzv4X4xn2IALQrWRG5vJJG0nv058ieMIOero8T7tlbd+xGBsAfi2FWnsk+EphK5GcyrO/7Fj3HXlN53Tv3KpCCe19e23h8jaPwelCXytIIISqpSEBdqpLljUdP18fR+QK6UMCdPQM9cxoynUGn4pUxOhaBfQOIac2IYoD2qob2Q6Vi50aEQ+n6KFXJaVSZTGWM7E+jE1FUpN60U371GHrzqwi/+gzwt/Yju2pSjHy/bp/CG99MlNHopNI3J2Jl8kOlAwnu2/Y3gKlZeKMTIgkPsvvAwW5/ODlyztRieRPz4CPX8bMHvoiO+azf9b/42YYvjhmz+LI1da83f+FqXrrqsyZ/VYDyaozx0msnK9ASsl2C9CxJYpsm32oKnRM7NE7epCL5aYWb1zgFTWyfqSNIz3DINwve+ec1x9UmvUk7ohKV8AcDYjtzOFkzE6aFiRwoXxDGXWSpGFo7woTDhXFKZFHXhce1EBRTLiLUqLiPUMaRGY0WohyMIPQl+dkt/PxfP89DD13L/fl/onfuVSx33kfw8qv4Dz01KUfhUDGuUXgY0UFx/4PeIByMo7Cy+a/onX3l2BWey4p3fJVlZ9xMbuE0VHOC5e+86SDO8vVBuC7uXKPgJyLjp9lZ3jis7/sW9w3+g0kL8lzErr2Qy6M2vlwZE25+FZTGfWUXKhXF6etn5Sk37HffQo6TslITaWJ4BPHaTtw9w3VDnMFszXCNDmsenL6HzAeVl2p4mEpxF0AYstx5X8NDl2tralkuLx3znBv9uqfr4/UbOQ4ylWx4jDcq5TSkg/13pGAjCxbLEcR9T31t3HVamNn10QXIWlBRPKouBBEIwqjGGxIoz9QshD44OZOGFMSh+SWTz6pcjZM3Rc7KBTerUY6JWviDIWf33kGkL4uaYwrTwogpdNZSENkxhEpGCaPVHyChjBJSEJfIfGmGzK1xDNzqeVY3MgWAynWN06DrIxH111zdVxB36tbd++q6yo+XDqo/kocjclBOPflDRSmO5OjIOStuH1OoPxGyo42wJVlJ8yiTm5FCuxJv0ORFB60x3MGxKWqHk9oUsTLOtC7U3n6QDjrf+PxqtzmS39s/RsIXXmoYCRJSoLNZmNEFWqOTcRCCpUtuodDq4/cXEErzwGPX121XZ+CPR6FIODCAU0pRqhyzUJ0gcKZPg1z18ySGMzj91eegDgJkjQqRcN165wFTNxcODtVFxsp/j6lFkJciPL8uqru+71uV9fel/3H/12X5g2OdBYvlj4ClS26BWVG0hGVn3cIDP/9SZZ0Iy4ZzvXGtPI2TN5EFWTT1C0HMOA5okCGlWgJACIoJ4yTkmyXx3YroQIg/FKAcQXRHGhV16yIB5Z4J+elNKM9EDcz/xjGpDHMEIgAhNMWExB8KTfTAlyZS4ZZ3JyqRBO1QkVqtXGdN/wYtQYYmOhH6kt4Fn+feTavHvX+H29B6IxQbr4z/xUGnEBxOnNz+jaXe2VdSWDANEWhke4piU4TRUubRHWnWP3Nz3bI3QsRntMMQ9u0xBdXSmWAryxuVDcEPGn6u7i98n+XyUpxtO3GSSfRIBuFIxLGzEYHmwUe/1GBvIGMxRCxas8AZE3kLBwZAa9RItn7jGueAUQpDamAQXagWFG9Q97Dcvaw63PfrahIA1u/7+8k7qkIgm1MIzxt/zBGIQqIOMjnnYLc/nBw5Z2qx/BGx9Nyp50Kf9oH6NKMl715F77yr6Z3xSR589Ev86nufBQFuf6ZunHY02h01C1/6vVC+JoybvgcyMP8KzZpCm6KY1KRnSQYWSHafIhg8WtJ/rIOWMDjPJdPlkGvziO5IQ98+VMTlF//yOX7xL58zvQyURgaaYsqpFDBrCSI05+IPBojAOBTaBTcT4qUVItS4GeMwiLAs6Trq/MuCT6Wi6DLlugctQTkCJ2dm2PJz2+o2Hy3Zdzh5vY/bO/eqSY3TDSIzPSc2NlQOBytTH66ex7HX0HPCdSx5d7U4XHuy7nUjwultFFKeUdmSpr5ldMreaEcB3jiz8rXnUVFemkSdwhvl/C31lJ8zjYre1+/7e3SxaFSRXBftClPLNQ66UEANVnP5RxvwADIeB+kg/HrDPNy9p/L3vZvvRI1UfyPuG/wHZDJB74xPVjeo+czpo2YgSlKmtTitrfS0faThudY5EuEPWd/3LdTQ8BvCKT9UhFockn9HCjayYLEcZs5+1yqGF0RZfNkafvmDyXVEhvo0HaBhgfPjP2zQA2G855HA1Cw4UExoontMrYKbBZmXOHmI71TIEPa8RVBoMRJK+VaBUzD1DsW4Q2JbBDcdrQub//yn9f0Hemd+isLR3XgRhyDuoHxBwXerkQIhCKOy0jAtjDmmhqH0e6hGhcFFfZS90hwtLEkPhhHBf/1vc2/PunA1hWa3Tn61uqGoz/k9TLxext1yeSlORzsr3vFV7v+vr0w4tiy3uCJyuZFGnDeT+0oqQeWi79fzPEfvu7bocv0Ld4zdSEMQn3h+6/7/+grLzrwZESic4RzxF187JOd7OGmUkjTeOMuRQ6PP/Pod/xOA3gWfx+tLU0y0cN55t+GmCw2/v7KlufK3DkNWxv8CHQTcX/i+Wd/aghrZhhoZqdtudApTrbMAEPYPImsdjJrog9w9YJyaUazfa5rM9bR9hHBgsO7aGn02y3KrliMTG1mwWA4zW5Y7DB4DO0+HEz+/btLb/fo7V0/5WPO+scakFBUbewxBTIMCJycIo5BvNX9H+qHYpBmeK9l3vDDdnUv7KPdECJKa7HTNlmVJdq2YNeF53Lvtb/B2p/H3ZontyBDZW6w4CkJp018h0DzyH1/g4fu/iDsSgAYnq0zHZ6Vxcgotq7UX5bQjNzN25jVaoyuuXCPdKou6qrxRYkP4w3GNrpXxv5jwmt5olA3McM9etCs5872rWXnyJAonfQ+UQqarxYrr+771uhqjwvNZ7l5WZxSXjY/xyHV4oNnvdQVJz9TEvLyF9fv+/pCd8+GkPBstPB+kg1PT+OoPGRWzHDgTvWf3blrN+uduJbojQ+S1fQSpsYplTvc0RKKqqrQh+AE4Tl3dlc4XcFqax6QayXiclc1/Vd1Xc30jNeE4dcXKzsL5lb+DHTvragxGs37f378pP4+2wNlisRxyFty+FqFNAbF2QcUVoigYmak44QvreG7V5FJHDhTtjJ09F8oUP2sHgoRRFhJKIAuQ6wDlmzHxHZDaEuBmQ/acHKHQDDJvIhD5No2TA+WYfHG1d9+YPPhzl93Ozx74ItmjWtBSmB4MMQcRamRBoXxJGJF1BdAojVMwXU5lUaNdE2mQoa4UL5dlWMOYrC6T5pyLcclpH1iDU9AIwCkoIrtzCN+jd85nuPe1r+/3njVS+jgSKP9wL7lgFblZqf2Mrp/xW3r2reTbvNe9M7Vw5ISdkBshAyOvq6VAx8bmPy89+1YKzR7J3+2Y1Pt7JFC+Rz2ljs2WPz5Wpj5c+Q46/cPogUHU/PYx43RzEorBmOV1xciJGKpvBOGO/X6IaLXeQc+dXr/vMKxPgauJMrwZHYHJoLVEHWQHZn0EdXCe0pneddddnHzyyTQ1NdHU1MTixYu59957K+vPOecchBB1/z7+8Y9PsEfYtWsXH/7wh5kxYwbxeJyenh42btxYN+ZA9muxvJHY9MWrEYEwKT5FgZuWOAWBUJCZqVh0w+QiDEvOr+Zsn/I/qtrwy86qbzJ11P+6k6P+l+k7gCg1Y6tBFgQogZsRxPoETl4gA0FkACID4KVNBCG6x6T07DveJTPNo+uJLN2/KtLxTEC8T9Hygia+S9P12zThrj5wTJOhMmdccmclBUg7JtUo3+IRRqSRTi2lG8X68viDAectvY2lZ9+Kdk3OuVBQbHKMHKtbr3IEpfQlv+biSqtl6Tc1KKUlOTnFhl992cw0+40L7UbLA5Z/JOtyed/ISAd3/lGVl/FfvEhs816WnXULK/7kRnpOun78bUs8+Mh1B+Qo9HR+bMzrnvaPVl6vbP6ruoZTYvaMsfvo+njd7OfK5Ifo6fwYvfOuZsWf3AiA31/AzYZ16kZgUs2UL4lvTf/ROAq1rB/4NjKRsIbbEcj+UspqexoQhIjmJtxMUPesByMEgRqlchSL1hUnq5YkYvYMZHP9JMF9w99h/a7/VXkdJuojF3LUM1E998KUrsHyx8+UIguzZs3i9ttvZ+HChWit+cd//EcuvPBCnnzySU444QQA/vqv/5qbbqoaC/F4fLzdobXmoosuwvM8fvrTn9LU1MTatWtZtmwZv/vd70gkqkU1U9mvxfJG5MUbruK469chi1BMapRvmoc5eUG+XXHMzWt58frxU43OfO9qiFSNZW8ETrt8DV5W8ViN+tH8dWvG1+QuoTyNDMyYYgpCX+OlBaFvVJFkAVp/ZwqUB4+WODmI9RXxX9qN3LIVeeIixJwUyhNEd+fRv3kW4fvIaZ3ogfp8WURtU7VSsfIogSZnpEBxWhzlSVPUrE2XZllUeEMQRo3zoL3y+YtKYbMMNGFEmIZxNQpJbrYaTamN9gYvvdLwnjgtLSx33jemA2mwq4+eY77whunEPC5aoT2Xsy5cTfzVIdTAIAwMIjYJZEcHtKRYefIN3Pd0vfzu/pSZVp5yA7kZKR75j/GbAOpCkZXNf4VMJlDtLYjQGD09J1xnDCDfwxkpsuTdq/AHCuRO6OC8824jiDk8+u9mv4WT5oI2NT2RXRnUKQvJt0dAgzcSoIUg2x2tK2hfcoF5T/x0gLd7pK7B1R8bNuf7yGSMlGip0eCK2AcQQtSnBAUBhaOmE8ZNwXMtIlAgR836BEFdf4Iw5uFm8nXpSo1w96TrXqtCkZ72j1ZTAWvquJbLS60iVwNCBOG4BYGT38eRwpSchQsuuKDu9S233MJdd93Fr371q4qzEI/H6e7untT+Nm7cyK9+9SueffbZyvZ33XUX3d3dfP/73+cjH6lW2k9lvwD5fJ58jTb1kdAR0PLHz+9vNulGb/vIWn7799Xi5oW3rKWY1Bx951o2f67eYVh82RpkUfOLUcW5v/7Hxo7FZCOb7oiRIpWBkVdVPrhpiO7RxPeE+IMB2S6f1hdDmn+zA9W3B7q7ABBKEdmTIzsjZvJjhYQwRDuS4oxqEV4hJcl2CpwsRAcUTt40aSsmS83VSs6PdgReOsBJ58lNT5achALZaTG0C05Og9AmYlCjhKSlIPRNp+hy1EFojcybfZeXOXnFylNuQGQa69X3nHQ9OBK0HmM8bwh/OKbW4VBzSJwRrRGDw3jppob9OMo/+svfeROyECIHRyhOb8E55XhWvvXLyD2D3LvlGwCc9Z7V/Pxfzect350k9tI+eud8BoTg3ldNFKxWelU4slIf0DvnM2jXbdgV+Yw/vZNCq2/eH18iNJzdewf+YIGgNYKbDStOSdkRAAiijun87YjKeQEkftdH2J6qFIOOjp6s8N9fKf60WF4vpiKFLDzX9B6IRNChqm+4F/Hx9o4ACYKYXydUoKWEbdvq9qVDhXC0iewJgTOjE3bvIxist3d62j8KUrB+991mwb7BuvVOa32dgxw1Gbu/yac3I0pz0DUH6vBraxwwB1yzEIYh99xzDyMjIyxevLiy/J/+6Z/47ne/S3d3NxdccAE33HDDuFGAsjEfrcmlk1ISiUR47LHH6pyFqewX4LbbbuOrX/3qgV6exfK68tu/rzf0VXnGfLTEKUxJMWneN9bsd4wIhIkiRLWZcS/l+bvD5sH3xN+Zc+uZ9j/wtzex/vnbAfODeF9Nr4Keto8gO48h1+mTOOkYxLY+VHMcUaiGyt2cpukVRRAVuDmNk1UUky5hxLz2BwOKCZdiS9SoHwnItTk4eUkQc1BeSd2oRl68TBCRBDFBEDNpUzLU+MOKyJ487qbtZN5+FCoCiU1DCK0bSmaCkelk1x7CCSYUXu/GQWrLdpaddQtBwiW6ZZD1z01dWhcg2LmLh7Z/c4IDhcinNxrZ1LZWEALlOxRbIsi2WGVYbQO/2O92gO+NSe+prU1R2Wp9h+poRmwZpfNeIvFqmsysBAgQWU1s816QEjGSxdlcQMSrb3T8xb2o5jhByjeRqYiDP1xfzH7v5jvrDzAqp9s6CpbDRTlVZ39Ogy4GbFD3VCJxukaZKHhtK8L38Yc7KDbNqFNEuu/pr9HTcgU9bR+pOOZqeBgZjdZ9F3tnfBIZq39ghoNDyNpoQ1e9lPT63XfXpRrJpmoak9PZiT5C67csh44pOwvPPPMMixcvJpfLkUwm+fGPf8zxxx8PwJ//+Z8zd+5cZsyYwdNPP80111zDCy+8wI9+9KOG+1q0aBFz5szh2muv5e677yaRSLBu3Tq2bt3Kjh07KuOmul+Aa6+9lquvrhpkQ0NDzJ49e6qXa7EcFmqNs3lfNwb/y58Z30koj6mNYgpVer2fyQ6nAO3PheSbJENHg8wKontMQbOXrnFWgoDwxc2Vl2OkLpubTAM0IQiTEdzONrLT4xRr5C0ncnSWXLAKLQROQaGFkcUsJiIoR6DiAjcXmNQjxxzDzSkQxklwiiZFShbBDyDbKYnsgyAq+PkvzOzykvPN/nEEetOWumMvd95nQu1C4LS1VhwFEYnAOJ1SV/jvB0yH00OdO35/9rusTH0Y96hZjBzdekj3PZpy4XawYydix04Qgmh7G9m3zaNn0RcRI1l4+yzOXXa76Zp98gyiuzIT7rMswwpw3xNmkqbnuGtZ//vbxoz10iGFJhflSwozW3jooWvN+M6P1UUj1r9wB71zPkOxqZsg7hBETJO+sy5cjSxqYluGKg5g77yrTbrTqJzuiahLu7BYDoLa50Ejp6Eu8lDuYRCGBLt21/VLkMkkMhFHtTQWJtBhiPBrJlfj8fqaByDo21PvGJSOed/gP1ReNpo4qVXcquvBokJEZKw605sddQgKnA92+8PJlJ2FY489lqeeeorBwUH++Z//mQ996EM88sgjHH/88Xz0o9WCtpNOOonp06ezdOlSNm/ezNFHHz1mX57n8aMf/YgrrriCtrY2HMdh2bJl9Pb21n1Yp7pfgEgkQqQ2vGexvIExfQME2tHIgkC7mkU3rCNIahJbBG7WNDQLI4JCM6RGJMWEmXEPI6X6ByWggerRaGReVDot+4OmTqHQZBwWN4NJU3l2M8L3Jpb7a5BmcuZ7V5uOz5Mg/sqQSXHZtAc9NExx0WxUxEG5LjIsdX9ulngZjVPQeMMhQcKhGBeEoaAYx9RDOAI3o4kMmz4Qp7/vTuNISPjFv4ztO3Heebfhnno8zrY96EyWcO++yjpn+jTU3v6G56vDEJlMQrbxrPlkmChdQY2MsGGc6MdELDvzZh547Pr9OjCN1i8782YQgkBrnLwic3Sbcd6koNjkIPMaf6CAs3d4yudVdhSWv/MmNvzKFCQHqQhBzBhHQVSgnepPkBpKj9lHOL2NIOGY2p6CcRAf/f9MmlLvzE/R0/Vx9IxOaEki+/oh1iAEVcNyeSnC883M637GWixTZbxC4PJ3b4X//kqKz33pf2Rl8kMIt8YMmzcT+tOIMDQFzaMQvo+IVSOAKAVC1Hdj1wo1PLXv6+jzDo6uqiXpQrHO0bAYFAJ1kDUHB7v94WTKbo3v+yxYsIC3ve1t3HbbbbzlLW/hG9/4RsOxp512GgCbNm0ad39ve9vbeOqppxgYGGDHjh2sX7+evXv3Mn/+/HG3mcx+LZZDyRl/euf+Bx0Emz9/NW5G4A9K3JzpaZDvUGgHho9W7DtJM7gQMjM1QUKT7dIEcW2ciwCcggBhCoPZj7EexjT7jpfkWwT+gMYpGBnU2G6NkwdnX9qkp2SnHnpOPrdn0mlT65+52XTXzWQJ9w3gDuQQoSbSH1S6PEf7Fd6IQihNsckYjTIwdRnaNfUKQRyynYIgah68MtAU45LhWY3nQvzntpCZlWD4tLnoeTMry4XrQjEY07CozIbwh+hcHtmgm+lkGP2DPPr1RMb+We9Zzdm9d3DWhavHrMt1HfikiAgU+TafIO4SJBxURFBMmfqAaF+exO934b26G7V77wEfIzs9xtKzb6V35qeQhRDlGcnbcv3JkvNXsfLUr+CMUkgqy4VqCcoXFBOikpYGoIOQ9X3f4r6nvkaxLYZWCu1IeheMr+Yko1FkLIpoSqGndxzwNVksjRivY3OZ+wvfr4sECN+DmsiCivvguYj+oca1Z46sUz9CSoTv10cCGjSZnGok1P19tZlh3fEsbyhuv/12hBB85jOfmXDcPffcw6JFi4hGo5x00kn8x3/8x5SPddAxEKVUXSFxLU899RQA06dPb7i+lubmZjo7O9m4cSO/+c1vuPDCC8cdO5X9WiyHgl/8c4POyIeYF2+4ihe+chWFZkUYNQ985ZmIAgJUxDgIQaL0L1n9O4yUGpSlJSKceLYijGhCX9PyUoAIIdemyXZrikmBN6LIHt1O8PZjKJ5x4qTOu7YQtWHn3f1w7/ZvsiH4AWL3PmRREcYcZFEjyunntb+DLkSGQ7wRhT+kcXMa5YI/aOojhNaEnqCQEsjiWCdvxdtuRKQSPPbjz/PYjz/PfU/ehNPZiXP8Mcj5cwn79phmR+OgiwWIRA5ISnC0EdHoB3y8/ToFRaQvO6YzNpjC7jMuuZMz37uaMy8e60ycu/z2cc8pOz1m+mwkjcES3zJCfMsIIoRiyiNsNekQulCs0/rvnb9/h7B35qfoOeYLxHZkKSZdht8xh1xXpNJtW7kmKvTov3+B+574KtqR9JxYVfUS8RgEJq3IySv8tEK5giXnr2LJBasoHl9tBPjQg9dWuuHqcZw9ALyScaY1YdwbI5drsRwqJooyLHcvo6ftIxCJoGvsJ5EPuXfTau7d/k2c3NiUOpFMIGoiYiISMZGKmtTJ2nSiyZ5bXXSD+gaJMpU84hpUHg5CLQ7JvwPl17/+NXfffTcnn3zyhOMef/xx3v/+93PFFVfw5JNPctFFF3HRRRfx7LPPTul4U0pDuvbaa+nt7WXOnDkMDw/zve99j4cffpj77ruPzZs3873vfY93vetdtLe38/TTT3PVVVexZMmSuotZtGgRt912GxdffDFgPJ7Ozk7mzJnDM888w5VXXslFF13EihUrACa9X4vlj4XIPkm+Ve239mA0WkIxtf/tZEHQ9DJGkcYDNyOI79LE9obEdhVwMgXkxi2sH/j2fo/ZO/NThO+cO+lzrC3OG03Z2Ft5yg0EzTG0Kyg0m0dU/NURZDpLcVoTCMHIDDObHt2niAyUZFNLikjKFTx511ilqDMvXs1jv71x7HFL+uM9x11rnIGJEAIRndpM/lSUUtx5c+lp+wjhwGBlm7N77zC9BRqcO0B8R5ZCs88j914zZt3Sc2/FKSrOWXE7ypMV9alyF24npxAatBREdmeQr+yA7k6Ua6JbKu5BVyuyUETEo6w8+QZU0kc2J1h5yg3IoQz3vtS4qP7ebX8DQO/Rn8N58TX0rOlk5jWh3MYfUB3z0X5NWlJ3O7hmPstLB+RbTQdnFRF4QyEP/uy6yv0pX7tqSVCc07jmo6fr4zB/FuSK6L39yKKCU49vOPb1YLIFsJY/DiZ8n7VCF4rG2G9KsSJyOeLY+QQd1VoDp9Cg/iaXrys2DvtNymStsT+RUMN4yGRi/OfyBN2b38z8IWsW0uk0l19+OX/3d3/HzTdPnLr6jW98g56eHj7/eTPR9LWvfY0NGzbwzW9+k299a/Lv7ZSchb6+Pj74wQ+yY8cOmpubOfnkk7nvvvtYvnw5W7Zs4YEHHuDrX/86IyMjzJ49m0suuYTrr6+XsnvhhRcYHKzKdu3YsYOrr76aXbt2MX36dD74wQ9yww03VNb7vj+p/Vosfyx0PVGkf4HHyBzT5VlFJlkEIEq1D6q+YLqyuvTbE98laHq1gHIETt5sl2sXFJocsm1RUttcYs9NLvRcNgj3R89x11KY3kTh7GM5/dI7efweE6kp59vXnecr2/E72lCpGIXmFP5gEWffEMFrW/GGOhHxGMVkF8WkNF2oHci1SWJ7VMn4rTdGz7jERBfEfpyo9b+/bcKIQa3RvyJy+YT7moqDUIseTsOMachcnt4Zn+Te7d/kkXuvoWfRF8fdZsPjN4y7zn1iUyXfuHfmpxh+xxwQkHyuDz08gh4ehgVHoWMe+snnEUfNJjvd6LaLQOFt76fY3YLsaCGM+uM6LBOh+vZUegQsuWAVTs7I2srApCOVI1PxTB7tuyx59ypkoPEdQZAoyYSV0tKENk6uqNEclEVt6mzyAUzUZ6GU7qFSUUh24+wdZvikLpaeeyvFuFvp93Cg7M8ZsE6CpYw7dzZ6YBBSCXT/YMNu5rKBs6BzOSNTXeJgPlO1PWVE4sBSKy2HhtHS/vuruf3EJz7B+eefz7Jly/brLPzyl7+sE/sBWLlyJT/5yU+mdI5Tcha+/e3xZxpnz57NI488st996FH5dJ/+9Kf59Kc/fdD7tVgOFQtvXcvG68ZvjvZ6E0Ql+fZSGpI/NSFmLcYGFoQyy2VREO0TJLeGKFeQa3MQGlKvmmP85h/MNZ/02XV46ePq9jGV/PoyPZ0fg442tOeSO6qFkekeMtAMz5ac+rG1xPtCIo7kvPNuI/Lq3joZzMzCDsKYRAvBg49cV1m+7MybKbT4KE8QGQwJ4karP7bXpCAJDY+N6kehZfkeCM66cDVCaWRRo1zBo/821kAcz9CvXVb+cV921i08UNMQbyr3Z7m8FISoawInkgnufdZ0464N/Zfla6eKXnRU5e+wu73y4QjbUzhhCB0tZGcmERoiiTi6fxDtdiK05uH7jYOyMvVhRFcHOtW4ILh37lXoWAQxkkUn42MUkGqbiUX25pGZAsW2OIUWlyAqcaSmGBOEJ3XhFFRFTUs5cZy8QhY1YdQh9Mo1CxIkrDjtJuRInnBeM+Aj4h5aCpxcvZrV0iW38OCjX6pErs5+l3FOHvn1jZXXyj/4QsPyez7683OgjqPlj5fxonG1NHqujDf7X8tkPmujx5T7q1gmj0IcfJ+F0gN5tFLnV77yFW688caG2/zgBz/giSee4Ne//vWkjrFz506mTZtWt2zatGns3LlzSud6wH0WLJY/Ro5evRa3eOgUCnpOuG7KmvlDcx2CWLnz2P7Hy4JAeboimzrm+aUETggdT2n8oYBMl1spLs23msGp16oGVsvGgDAywQxtqbFXWeFmXFy3Yji+4y/WkGs3J+jkwRvRhL4g0+0T210kfeI0lp59K9oVRDraQFQbqtUduqgqBn7v3KtInzIDmVd4w0XcdKEi2wk1EYXSa6F1KQVGEERNX4ba5mMw9Zm62h/0lckPNezHMJ7hWP6/p/NjCN833VlrrrmsbtI796pKI7SpcE7PHTgRh3OX344WEM5KoIWZzc/MiMHMmFEZyimi/7WRMJ2G004ijApi26uKT2Vjv3fmp1h5yg1kZ6fw9xXQvsRJF3CCgPXPm/NbcdpN9M6+kuLczjERI6hGQZa/8yYeK0mmnvGndxLbE5BvdQmiDsoVaAleWpHt8hAKZGDkcoWG0Bf84p8nHwV48NF6oyv+3A7CaS2V104+5JH/uLZuTM/0T1Sci6ky+jNkHQWL5Y8PfQjUkHRp+y1bttBUU2syXlRhy5YtXHnllWzYsKGuP9nhwDoLFkuJeV9fA6Uc/kPF+udupafzY9XOmZMgiAFST7oTs/KMYyGLRnq1sl05KCE1MiPxhwNyrQ5BzIwtJo38aBjVPLOmlBZ01i3EckW0M/7B3WmdDE+PcdZ7VqPdsTP5ZWqNrVy7rKRBJXYYidNf/l9zzFM/upbYXoW3cxARhOhMFjcbEEa9SvGudiDbJknMrMoGjpw4HS3BLShUxEHnqud81ntWg1f/PtY5H6L0ehJSs7WsPPkGRDFo2D9gMo3bGhmOulBEeN64s3s66tPT/lF0EExJwvDh9SaPv3fmpygcY8QgdNIx1126FQKNlw5gZjdORxuZ1kjd+9lz4pdYX4p0TCblTL68nXsnkeNc62g6+XIRc6lIPxNUahBWnmycE1lUOLmQQqtvunkfBKMdr4cerHcUlp11C8FJtiePxWI5PDQ1NdU5C+Px29/+lr6+Pk499dTKsjAMefTRR/nmN79JPp/Hceon+rq7u9m1a1fdsl27dtHd3T2lc7TOgsVSRgAast2KeV9fM2FTtKkwFUcB4PmvXQU0aLxWtpFqXsuiqKQqje7+LAsCJCUHQjM0xyXXIUDDyEwjoYrWpF6pGtnyN7+vqHNUlGJqUgeF61I4upvHfmwMyhV/cuOkrimMgD9oZoaFMnnmZaIDxlhMn9CBk9OIQFUlYAUEMUHoCTLdgvgewZnvXW0M3qhEaE2hyTzGfrahmtcf2zFS6RTcOEKhEQr8gSJLz761LtXpjEvuRChducY6XnqNMJutS8s62Jlj2dFGccb4jdjWv3CHUU6ZQsOxWlRnC/6mXehEjMyCNpRHpc8GQK7DR7T5Rq521K0qOwr7Y9kZNxMkXLz5M/Y/eBRaClSsemDlVT+P+RlJtCNQQqJ8SRCTiFBzTs8dFWfoUDMyI4KXUa/rMSyW/bF0yS1Qk4a5InJ5w9qGnvaPwvROxEi2Ye+b8ZrEjV7W0/VxW8w8BZQ+BGlIU9x+6dKlPPPMM3XL/vIv/5JFixZxzTXXjHEUABYvXsyDDz5YJ6+6YcMGFi9ePKVjW2fBYqFqmDdtlmS6jRzpSVev45m1V/3Bzunlz3yWo1etRbsaEdQYUzUFz+WoAjDWiagZFyQ0w0cJtKuQBYEIwN8nadmsSL2SpqflirEqGiUnoTYXWx59FNmWajfP+0t534049WNryXQbiUzVpkELIoOa0Ac3Uz23fEqahmqhIIiVctJrT0NAMSFws1QUj8qOnZYmZUWMarosiiFO3qQdaY+KXGftvdISvD1pxHCGFbEPIByH+9L/2LCRW5nR3VLL96X2Pk2GFbEPmNSjuTPJHt+Fv2/igvLJ5Co34qwLV8OcJmIRD5Etmll8IY3DIIS5b7XNWl1T1+GlA7zfbKxEMs68eHXFwVO+2U47VLYXrT7KFzj5qf+klNWRKpKqXimaJEEkzI+fdgTFWKlzdxGKCYfFl60h9MBPK1JP7UB7LkFXE06mWO0i3fVxCBUiEac4uwPtCMKogwzNsX72QH3h+Dk9dyCaHPoXeDiFg4tg1NJzwnXkpzeNOZ7FMh7+tn60WzX+dLHACv/93F/4fv3AMIStOwnSI/QcY9Lz1r9o6nJWxv9iv/VXld3sOfBeKm9G/hBqSKlUihNPrJc0TyQStLe3V5Z/8IMfZObMmdx2m4l+X3nllZx99tmsWbOG888/nx/84Af85je/4W//dmrd662zYLFAxfj0RjTz7+ln85+3mrz+PzCbv3A1x9y8FuWXei7UTkRMMClR60QYhSQTgRCBiSykXjVpH05B4zz/ap2jMJ7RKxMJVFOM+JZhTvz8OjIzFC9dZaIvS969akyxsJaQ2KZJzxG4I8bAL6SMcf9f/7s6a5/tEvgjotKIbTSRoarGfu2+k69mGJkVr6Q31XLfU1/jnJ470KVtah0FoTXKEQgFuZlNRHdI9NZtaDlBnUYDRt+nqRSy6nwep6OdXFei0pG4EeeddxtOLphQ8agRPS1XoI6dS0xrst1xst0xwPRUEKV6FdP9GtyMIvRlpWOs31/A25eB6V3V85WCMFJz/11QLgjHfL6UK5Ah5Ns9zn7XKrSgobrQ2b13GAfPMZ8HWdQQK/1gapMWVX6vat9XEYI/oijGBOV3SZYcB+UKhk+ZTnzrCIVWn1imSM8xX0CUmraBUeMqNnlo1zgj0V15HvhFfU3F8nfexMOl9KjTLl9Depbk7N47iP3nxgN21soU2xOEkYNua2R5E6Fdx0hF1y4LAlb470fEYhVHXhcKyM4OGBpCb99Vlw6pclNvrGk5snnttdeQsvqsOf300/ne977H9ddfz3XXXcfChQv5yU9+Msbp2B/WWbBYygjoXwROoYXEa4LYvgNL+zjUvHj91bz1/1lLZpospQ6ZOoNxnYVRy7UAIcsF05rEVokMNMntBZQrCAeNo7A/Q1eNjOC88Cr5P1lIrlNXHAWAgQUeb/nUOpQPhWaQeYiVZp9jOzWFFkG+XeOmBUJVT/Atn1xHYljXpSWNxs2Expgtpc5oBx7/oZn9P/O9q02hmTf2Zjy8/hrO7r2joqpUvR8CGWq84ZDIbzcRDpSknFU1PDEZRaSprBuN09TEyMkzkeM4SGUeKhUBT1VRR4chTt9AJS3hzPeaZm1amEgLGKfJHwjwBnKMzE2ipSl+DhIuTtYj191cKRKvRWhNEJFoCf/5T+YzcNrlawCNWwQnF5Lr8Fjxjq+Sb4+aTtsRiVAaHXcqEQQZmJQzMOlk5bSv2mPKosYfKFBo8fGHi3iecWqUL6vywMo4HvkOU7Cd74jhe05d2lbQlkCEGjcXkm/xyE0bW0CoYtWfQ6egie/UxJ/djlaanuOuZeCUDn71/amlJvbO+QzF2R0MHx0jtjtg2Rk3j3FSLBYwKZ11kVrXwds7MmacDgLI1TRyi0bQ2ewYbehyE8Xl8lLTubyzo1Kv0+h5Ygvxp8YfIg2pEQ8//PCErwEuvfRSLr106o1Ea7HOgsVSg4podr8NWp/T/Op7h6ZmoUzv0Z8jmNY85VliMDPyytN4Q4K250NyrZKBY4y0qpMXaMfULPhDkmJKmSLnmhoHXYqcvHR19ZrOW3obkb157q+R7pwId/5RDJ0yjV1/IsfURzz99as4+TPrUCVDNEhqRnyBPwjJ7QqnAE5OEI4ScPBGNH56fKdMaI2TCwni1Vn/Rk29fvmDxu9VdEea7MwUYbTUMViKanpJ6T935gzT3yASoXfB59F79u3nThw8KpPBHygQxif3CJ7MD/nK+F8gjp5LoTOBf9Qs7n2mqr/tDwaVBndltBAUWlwKzUkjLSvNsiDuEMxJ1o11CqqkUmRUqrwRVdfrwM2V62YEmWk+bl6R74iZaISAICJwR01yagfC6Nhojgy0cQQ0CKVx0yZFy/v9a/ixGMGsdvJtEdwRRbHJqVxLGJN4QyHecAFn7zAUA9Ofom8PXjKJPqqTfLuPlmJMqtmZ712NbvM57QNrTAfwGQ5hFLZfdBRe2ogG6AZvVbkXxnjc+9rXecun16EcCCIeT/ydrYF4MzNaZWu5vBSnsxM9owMV9+sH7+hDZatfmg3qnkrKoy4WKk4AjgOFIsJxEK7Lyua/QufyIAXCdSsN2/Tw8Ot/gW8i1CFQQzrY7Q8n1lmwvOmZ9/U1dbPxWsLAsYdu/ysil6ODYp2e/klXreOZddV6iMWXraHv7YLNn6vv73D0qrU4eUHYoVG+Joxrdp0m6XhSM+tnAdvO8SopR6YTr0aEApkvvS4ZXW66lPNfQ77FI7KxXiVhND2dH2Nk8QLCiGDwT2eQ69AoV5PcMjalwh/UjCQFKIj2CYI4pLaGFGOSQrMg26VxsoLf3Wqu+4QvriNZ0IQRUVHCGYMGZzCH7qz+kCrXODruUJ5I0ifXVv8je+bFq9HSzFx77XFTLC2gGC/VRpT34wkyi49B+YLo7jxOpogOFEIKZDxu3rcwrIs4wKGZgSvnHZ+zonH/hPPOu40wIht2ZW7EcvcynOYmtGdm7tfXOApnv2sVOuoQ+nJMBKdc6yFCjXDAGw4pppwxReFhRFaMdyevCaMCv39Unl5pE6egTdGyB8WEUcFyaxSM6qI8rnEIa89LFjXRl4cRuTxhR4rMrCRCafxoFDU4hBP1iWVKNR4iQTHlIAsa5QlkUSGyRVQ8iszk0DEf0dmOlhJ3OE+QcMfc07N776DQ6RJETS3GyCwj7/vc7fuvV5rIUSjz3//vH67uyfLGYrQcr0ylULO6yE2Pg4Zzl91erWvxfEShWDd+dJGyyudBSKTvoYOAMD2CO6MbpQaMyprrViSYLZaDwToLljc9ZdWjhbesNTruEYjvODQe/3L3MsSpxyGD+tlzL6OZv2Yt8R2CWf/eR0s6Q//Co5j39TUlXXlB6GuIVAuaRSBAaDZ9YWzDuLf/5VryrYJcp6lrEAIie01efqRfEx0Ixkic5lol3vHTWX761+qiHSd8YR1B0qQSRS85luH5mHMpJZELBfGdip7jrq2XEBUQ26VJbQtw8iZ1CMAfCtHSQ4SCls3VHz8nazov59oh0g/JHSEiHFuMXOgy3UXDiKlr8DKl9aVu1WrUU6w8S65cQRB18AcLhNEI/oiqK+aVRY0sBBSbPWQ+QO7ah1YKtXAOciRv2lYMplEDg4g5M0BK9MtbjEqU1ofEaSg3Pqtl5alfoTA3OakeG2WcpiQ6n0e8tBWvq726r+SHiB5zFJlZyTGOglNQpshZaWSgUb4w6V6NWl3rGgUrbWoFgpjLsrNuodDsIfyxfTFGpjlEBlWl9ke5pkeClzWpdGiI7ciiYi4i0Kw8+QZkOkO0OYEcTBP27Ua0LDTbeoLcoulEtsSMAZUrmv87Te8I5UMxJkF4FJtc/H0FhNZkZyWR+ThBwqkUZddy3nm3IVxBEBVkpgsSWzX+ADz9jfEN/BO+uG5SjsRJV62jmILnb7LOgqVxzx2ZiBO6EiencPJhpW/LOStuxzl+Ft5zr427P5lKVeoWlruXgXSQ0YjpUVMo4nS0oYvFcbevZaJGgrapYGPeKGlIhwvrLFgsJTZ+afyuzWe/a5UxQD1BZKCIky5MqARUZkPwg7rXK/7kRnh6I11HzaKY6GZklmLThzqJDAiKTUbOEy0II6W/Q4Eupfxod5zZd0D50PRqSKRfkp4lKKY02U6NdjWZbkHbc/VW0lnvWU3UE/S91Sff7jF/7Zpqf4aZxjFxHBhqNkXWtcxfu4Y9bxEUmjo59aNrKSYEKgLhTDMj6+Yd4n0aEWqG5vp4WU16tjmn6L7qeeTbMc3nNDh5Qb5JEu1X9cXIquo81EYf8m0u2a4U2XZZlw5Ti9C6UmR75ntX1ysmafCG8hTaokR3ZZHDOYLZneQ7oqVuvib/3R9KEsRmVjr8+l0J/G2DhBtfet1+RDOzTAqQFkYmdrSTd+bFq8fIuq7f9/f0nHQ9yndxBtKsOO0mANQpCym0+AhlPk/KE6UIAZU6DyUkYSmFP4w2/vESWps0HA2iAITGISu0eHUF2me+dzXZVgc/rfDTuuK4CQ0yBG9fCALCqMQdCSk2+WadUuioiy76xtjJ5dHFAHf3IH7URfkOQmlyc1oQ2siragcKSQctwSlSSneS+PmQbHcU2RFBlQqai3GJN6LG3Ld9x0XIdpXkh5VmaAF1hfZLzl+FP2iiGOUmc7IIp/71WrQLQVzwzJrGzoAMoHmz4pRPrCU9l4ZOvuVNxI4+ViY/hC4UKpFF3d6CKJrUuVxHNUfTSxdxd/QTDo5NHVouL8VpbUW2V+WW3Rnd6KFh6Grn3holJB00VunYX72CdQ72j3UWLBbLGB75jy9w5sWrCSPSpL20+Zx58WrckRDtiEmni5QdjJ6ujzPz+2kKx81i33ERho/SKE+XUmZ0SSK0pjC5hvnr1iBCUakbkAWBXqTJDDg8/9WJZzHP6bmDQpODX1BE9hVxsz673u6Rb68/jpsRvHhD4311PlFqpCVgcJ5DdpqqSLuGUSi0CPqP80yNgFtWcDLjBxZW05cKzdVoS3aaBiSFJofkttD0YwiN4RbUFMUGUUG+WVBMCQpNZob7hRurRthZF65GuaZQtxaTa19V2BEhxgANNUHSh5Rv+jXU9mUQJlWrlkKzS6GpnVhbAnfbvoPq9NuIs3vvQNcUZJcdBhGUZsUF40Yc0guaQYDTFTO9Csrysk65VkPVXV+jCMIYidkS5c7P5ffE35sljHljuiPnU46pCRGiTnrUySoie3O4O/rRmUxd75He2VdSPKqL+//rK4CZVfWi03F9D9WSJIw6uCMBQcL8XBVTDk5OV2onlCfM51Gb4ud8q0MxZtSZlFOKSGmNFvWpc4tuWIdsNtfa8gKEHrh5891755+vIb6zQLk8xknnObv3Dooph5bSmEyng07Aoq+sQwRGnlgGgvgOjT+kiSmTkuX0aXLtDsd+dR0vfMVGGd60TO9C7NyDiFcbS2bmNuEPFHAHc6hIdblMF9DJOE53VZGsd/aV6ELRhI21QvXtqaxTbSlEOk1hdtWBOFTpR9ZxsIB1FiyWSVOelTz1o2sppgTJrSFaunWGac+x1xB0pPareFKWdFx2xs10P7Sb5KI2CklJZFCRa3MoJAXD8zS6psOwUMaB0ALTebhkDJYLmEN//7rw/Qt9ml4NGOn2CKIemW5BkNSVfZf32fTy+Ptqe+hlwv4BOPkYmv57hKG3dLL7rYLUS2ZmOqwRmgkSxqivREekZunZt/LK+VEYJUhTTGn8QTMDXUZLgXYh9IzcZlia4U9uU8hXoVBfh1txFJRjZpSXvHuVcfBaZKUhnJtVgCA7LYqbVbhBQL7ZqxjS4xnMQL2Kj+sgnCi9c68a0xV4MvQc8wXSJ3TWG/+xxvKayqs/r0YqRZTUomqLwYHK57OcFjYRVdlSU0egSulFQmsiewpoV1JocSkmE3XblRvlRbTGyWlkURHEnUrNTGzbMHLvEDoRg1S8/qARH3dfVfUl8vjvK/KPK97xVSI7Rwhaojh5Vbm2cpG7dsy5hhGJm1XkWh0TMRElaWCMAxD6gv/6P/VF8EFS4w8KZMF89ls259GOKfAWobkGWQiRAyMwMIwf94n0hQTNEWRRobwI2S4HLw1Nr4TVCErBfDdFWLp/CBLbNIML4bgvrSOxXRMZUhSSkmISErsUv/jnsb09zlt6G5GX93DvS2v2+75Z3visf+5WljvvQ8aqToE/UEAEikJnAhGaSNaj//4F7nv6a6Y4vwYdiyDCEOH7qGwOp6OabqjiPiyaO6YbOZRSlFRojf5DjI0sWCyWCXnib81M9tKzbyXX4ZPpcFhywSpCX6JO6cQpaJacv4r45n2sf75xAWuZB35xPcfetI7oHkhuD0m8sIf4tp2ISIS2t85n67k+QbKq3lN5tJQ7HGNm752cWXPMzWsJfTOuUdpDeo4m0+0QxuulT8FELNxhiT8E/nDIyrd+mfuevKmy/qz3rCa2M4Pe1YdwPeQrO1FzunAzivg2xzgJApwCxPsUbkaR6XQIjoWwlMIiA2P0j0mpEhDENbkOSXTApBwZac8C+Q6/kk4SRqGYMpr/blZTTDZ+2DqFkgPkGEM3OqgIosbZqHNGHCgmXZPPXnoaTuQwCGXSq7QUaN9DZHKovVNXT1p++tfIntBZ10kZGs/sN4oETOTQjB4z0TihdV2aU1li1R8yTdn0MXPIzErgZhX+q3sozm4HqhGYxX92p6lJKB0jvi2LfGkb+bfMM8ayayIc2ZkpohEPmSlQbI3VyUSmT+jCH6rmVutCtUFdkPIh6eP3pUEICs3NALjZECcXEkYdgphJRQojEi+jQRjnQIQaGZgO4L/9+/rvwrE3riO5G+J95sMgjP+IkwuR+ZAw7uI+9zJ0daCaYkhABIow4eH3pVGJCGFEkG/VJF8rRW20Oa9i0jVOa8k3E8r0ConudXDy5m+A2L6AxA5FGHX4kw+t5df/WH+OjQw/y5GNO2smal9/5bUzlAdXkusyDoSq7WUSj9T/fuzZh3Zd7s9+d8x+nb1pRKZxT4VyKqytPTi0WGfBYrFMigcfua7y9+LL1qAcGFwgcTOmQ3GQ6GDFO75aSa8Yjxe+fBXz16wl2yUZmN9N2/MdRPfk8PtG2PglM7s0f81aE2WoebaIENOzoNR3wRuWhBGjmiQUHPvVdabOoiSv+sKXr2Lz541Bcvx1Y2fCy87D8nfehMwVEcV6FaD0TAftxvGTb8XvSxO0mLz+ICbJToMgoRBKoKUm2ylxcpJCq0nZMOkrgpYXFfsWRdAN0quEMtcxOE/S+mKICMxMbTEujQKPL/BGNNH+ssEOkaHqDTnrPasRbqmXQOnJJgKNPxSQb/XwMhovUzN7rnVltn208T2egR3fliHXGSM7PYZsjxJ79HcNuzqPpmfa/4BiAR0qim9bSKE72tD4PxQOwHjXUHuNQmtEAD//1/oc/sd+9HnOvHg1hSYX95g5yI1bSO1MMnLKTLLHTsPJKyJ7TN8DqU2PhFqU78Cc6YQRWanzEFoTRiWZmTG0jOPkFcVUNb0rsq8AStM781PokQzCdU1H8eFh/I4O1u/6X4Ap/I7tGCHfEStJAetKmpUs6rpeG8oFryRF72brP2vH3LwWIURF1tUdUQiNKYbPh2jfwRsqEA4O4cZihNObkMM5o/DkO4hcAd0UxR8OSW71yMzQFFMeie0aN+8gi8bRrfuuKmh+KaxEebQQppFd0ZyDnza1DU/9T1vXUOZAOqMfyP7Lx3i9jemeE66DiIc+fn5lWdAaMwIBlborQc+x18DAsClWrkHn8ohxosfq5ddMR/gJsI6C5WCwzoLFcgj45Q8+y5LzV1FMCUQoyHVAeq5k91tTHPeldSAgutfMhCsXfndbfe6yCGH64wFaQnRHhvt/e2Pd+pc+a4yIed+opiRoB5ycmZEH839lxl5AMaXq+irUUpYvbcSGUhfb0Tx519XGkGxxkYUYhRYf7QiG5jo0by7lsytjxAtlej24L+pSahDIQFFISCJDmtTLJgVDhiZXPEjqktEnaNkUIpRJIwkjTsXYc4rldBoYmWFmk2N9Y388nZxC+UYGU0UEOicqs+dnXry6YsTVRhAmm7+f7Y5XHBEnr5BtrSaPeH80Jwk7UhRazIz0eFGLupqJBogQkHpMRKJ8vuXrasRoR2G0MlCZcrrdknev4tFff7uyvHfB57l30+rq6zmf4d7Xvg4YyccwKik0edDimZ4MNRERJ68QCqI70+S74gTxqpMRJFycfAgRn3DnrorE8HJ5KeHu3dXzf24TaEXU9+GYo0Apwqg7toZDU+ndocXYngpOzvQlCeKw9wQHf9AhtcU4xl5GohyBTnhEjluIFoIHf3YdE7H4sjWkZwjyLYJff2Ossb/kglVoKXBHQiLbBtERl0JnAhkogphrnGmtie1RnPrRtZXI5ZHIoTS4heePu8+elitYP/DtRpuZ9Yu+CEqhWhL7naxpxOvhOKx/7lZWnHYTypMVBboHH7mOJe9eZUQeCsrUGvUPoobTSJ1kZfNfVRSPRCqFzmTonXsVeni4rqu48P26zs2jWRG5nPvz/3RIr+fNjubg+yTsP3H4jYN1FiyWQ8Sj/26KoPec7BLfIci1QxjTFJvNDGixCbTQJLYKTvzcOoIEFFpKFbce9L3Vwx8Gb2TiGaIyQpn9+wOSIGHqG2TRSIo6edFw9r6WnuOu5eU/6+KFGydfdFk2JE+/9E5koElPd4xk6t6A0DedeKO7C7i7h9ExH7lvmOFTZxDEJMqpGnGprfVRi2JCUEgK/OGq1CZaU2xyyLZLvBFTh1Cuz2h6RY3t+ixK8p7S3BtZVGgtJszVr4smONRJt9Ya12hKvQPMMhnoih567QzleKjWJLnOqCk2HhVRcHKayN4cohiS74ojAo3yJWFUVKRNy9f3859WnZ6yw1DpiFw0jln592u0s1OWSI3uyiICxchRSc5872ri27Lc/59jHUTt1P8Q1joKQMVRAHAffopIMkHxLUeT6/ArxzfRIU3iv7ehhoZR6TTRVAo9b2Zl24fXX8OKyOXcO8qYqZVurDuvMMTZugsRixHdN0x40gzCaH2EyM0ogrgc4ygsuGMt7S9r46T6MDJDIotG5rXQAlr6ZDskkUFNtrNtUo0Z954o0EKPdVpKxF8agD0DAKj+frTSRNpaKnVL5513G8WUi6wpwD9ScWfPmnD96Nn82mWjjXPhSHQQNDTaJ3IUVsQ+gGxqgq42EGLc6K5wXbTSoMIxzsHrNQtfaDbfjcie+qY3yhd4wyHuSLHyuRhNOcLWO/tKwqF03TqRSjbapEIjR2EiuVTL/rFpSBaL5YCJ7CsS2efy339jDPB3vn8Nfe8AlHkoODkqvRwKTRoRmF4IytcUWjT5Ds3IjCjv+OAa/GFFvtlh78m6Kmta82yReYFTMLOk7ohpggbG4AjiJl97wR1r2XTN2JnKk65aR3hxF8WUZt7X11R6TUyWx++pGmHvfP8aMh0uQdwY1NlWh64dA6yvqXc4p+cOvCFTzKc8h9y0SJ0h641ovJGq8V828s68eDWxvcaCCn0qzoJySs2/avYR3ZU1coPdrRSafZy8mamrTU+plc486z2rTaGqLxGh5tF/q0qAlinn8MtAV4qrger7MQnOO+82CjNidcY9gMxrEr/f1bCA9ezeOwDjAET25ik2eWbWseY6zlt6GzIfoh1Jvt2rcxRgbIQhuqeAk86T74zjZgJTiKtB/O6lhuf9859+niUXrKqTRh2Pcl70yrd+GdHuEe3L4w5kYe8AOj3CvcPfmXD7iWY9GxkwK/z3mzqCRJz4pr0UZrVUawW0cZpGS86edNU6mjLGYS1HsVKvKfqPlXhpcEdg33EOsmj6QdQ2TTzt8jXsO1Eg80YQQIuqlLErBG2/02Q7JPO+Yfqk1NYD6Ze3oEM1pjFjGf+5LThHT6eY9BDa4cTPrSPep/iv/31oO8i/XqyIfQBdKOAsmIfQmpXJD1VS8xoan0KA1iyXl5rogRAwSqlqMg74aMrbOB3tBAtmIAsBzva9FOd0svLkG7jv6a/Vjb+/8H2WO+/DaWqa0Pk4lPj9OeRwDryq6aWlwEubyZPafjfjce+Wb4xdGATmfcjnEZGIqfsRsk66e2X8L8ZVSCrfO+swWMbDOgsWyyFEhPWNv/qPk6AVCCOr6GYFIzNKA6RxAlRJhUh7ZnYyjGr6jxXE+lwyM0qOQoNUCxUx2vdamn07BSgmNV5alGbZTf+FRV9eR5DUhBGNzJviYj2XqpoSJr3p5SsPzDj51fc/y8q3fpn+E5vJdBtZ040fmV435uH117BcXooGpOcTP+VY8u3RUk2FqEsJanxjoZAy1xXbU00xAdMDI/rz3+FEjQMinh8k1twEvof2XHTE5bzzbuOhh+oLRpPP7SJzbBexHZmGaT1gcvjPuOROUzBbM4Mf6S/QO+OTBLv6cFqaG/7I9s78FMX53RTb/Lr9+wMBIlB4T7/EveMYKWUp3pWn3MB9T32t8nct/q40xc4EIiilaeWUiX5EalKspJGb/c/vVt/bnq6PE86fUeccjWckJJ7d2fD8xiM/LYE/GOD+7pW6NIlDTVmnHmDF227EHcqXei8Yo7PWQSzT9FqI8sz90I5x0gtJ09PEyQv8jMbNmE7no53BXKsk+aomjILySrU0KUBDdI/AzSm0C96QiVTUosppanqcSF+xgEwXUG0mR93JmdqnWt7IRpzOm+KQcPOruDOnIyIRyGTGPV/heuiiKWIv/y+TcVbEPlAt3pUOQopx+wQA1RqXeIywf6ByvJ4Tv4S3ZQ866oOUEyrTNXLeDiW1TkrPSdcjgxCRL0ChSE/nx1DzZ+KmfJQnUO5BmGMdbej+QUQkUrmHPS1XsNx5H8L3uT/73QmlVMeL4lnGx0YWLBbLAfPAY9dz6sfWsvC2tSZ1JVoqQga8IYEsgpsVFJMmZUgExjmoaOiX7IkgoRmeV5qBLpaaRtUgwlJOvm8MHOUax8DNiIoqkVZGTlW1VtWU3JxAFAX5dlVpzoU2DsT8tWvGrXHYH/c9eRM9LVfQOm9mnYJSI3SxAL9+hojrIpubGDl9gXF6xNj+CBUnSUN8T1jnTMiiuW9hVCDmzKDYkaTY5FZmws96z+pqI7HQRAlkQZekTzVibjthVJCZZUIytak9tekrtWlAAG4mxNu6F1wXp6sTPa0NsXAOPV0fr6QQLD37Vgpvn9M47ShTRPz3i6xvoGoy5r4+9bWGfwOEv9+In51DMK0ZEYDyJbHtI2hHkp0RM8fVYwt8wz172TBOqsNo1L6BCWckoaT/3pIiO7sJoTT+k5vRufyk9n8o0P/9PE5nO6JltnktBL/4UX360Vs+uY6U1uRaJZnp0uSI502Eyh0xXc7jfdUcoFyr5JRPrEU7guheRThdEt+i2PMWiZMz39/IHkmxqdRRXBoHo+OZkMd/WD32cvcypO+hgwA9ToqRSo8gt+4g6jnIfJFivA0nLzjma+sqvU42qHvoafsIOA5qKP3Gyj+XDqgQVIhqTnLfODLCy533ASaNbOz2ChmL0tNyBVprZCzKfaVo1MrUh41UaHtbtdg9+aFKhGL99m/W7W79s7cYQYFsFl2sOhtTdbh6j/4cemAIXBfhSO4ddRyoRlUadXTvnXc1Ml+gd97V3PvyWtY/czM9J1yHTsahUDQOUb6IKyBMeIjixDloPSddz/pnbm64bv3vb6ucTxmVzRkHdZymlY14ozqkb0Sss2CxWA6KJ+6upv3MX7PWzPB7xpgIo6VZS23+1w3KE9yMMONLDc2UVzX2a1ERU1RcbtQlApOOVGg2Dd7QAlkQqEh1ey1AR0zzNxGUnRCzXoSCeV+vpsRMNTVp/cC3KwZBI8qKI2V0EEAxqHQX9ocCnJFiZXa4fM6CsUXIlY7CGOMwP6OJ6As7cVtSlTHJ37xK7vhZBIlSUzcEyheEkcY5RDLUCGVSWGo7J5e7EJePX2h2Kb51euX8zCAQ3Uez5PxVJs2s3WuoduTkNG7fIPdOwlHYH057G3pvP44jEe0R/P4iPLsJedzRdccE4yil/nsXak9jmdeJ1GBEKkXPcddWDJJaVr71y2TfYuoPnJxCuwI621GbXn7d1Wwq5x78gBX++4k+7+Ic1UVhVCO9hbeupX2vqZ9I7AqJ767/gdalGpfa+6UFjMwyjkS2S5B8VTM82yGyDyIDmmyXKcQfnO8QGVQVtaPROM1NhP39iIlmjYUE10VHHNjaR+rlGAPHxvEH64cFJ8xDZoqI328+sBv1OiGkqDpCL702/sDSRICQAq0FwvcRjqmyF44Dne2I4RFT5F7zmdFBACok3L2blfG/QHa0I1y3ZAyPY2BLAYFGz5vJytSHuW/4O1P6HK5MfZjcmcehnS7cbIibHitisOysW9B/chz+9gHCbTvGrL/35bWAiXSUWf/crWbbM25GtiSQr+zEjUYoHN9NZChP74xP1jklvbOvrKQdifT+VdfKUR4A4XtTTu+zWMbDOgsWy+vIS5+9moW3rCU6ZHoEgIkkCA1ev3EKCq1VL0CEVdlPf8BIoQYJXZohNsXLqmQLadeMlwWBdswse67TGC5CGWdDBAIRiEpzNyeHMeiUUYVBm+iErBlTnkE/kFoGtJ6S8oaZlYPo7jzyt8+j83keqPkRE2HjlJLRaUvFlIPX2ULQXJUbDPfsxclPJ4g7dUXO46U7OXmFkw3Jt3n1uf+jogPl45ud1SxzodLyt8H5gomCHGiTrbPes7rSnA2AM45GBkYyVBY03qu70ZEImemJuuJsLUwUKuhsYsPmBs3cStQ6cxVDQilExCc7u7nhNmLrLiIR18yKSgiaIuh4pC7V5HCglUbt3YfnOjzw87X151j6zgwsdEltqZ/5P+OSO43DTfU9iu4rILTHwHHSKI1pGFogUJ7C75dkpoM/ACPdDtE9JlI10i2J7dX88gfV78uKyOXGaBXCFNLWUJdyoxVqOI347fOsL31vzrx4Nb/5h/qai1ynT3Q3yPHSmf5A1KYKqWy2ki5XjoRVahMAhMDpaCfc22+chWgUPTyMLhQQQpho3bRq1+IVkcsRnotIpVDpNHgeCIFIxBGFAjo06UhqcKhODehguqr3Lvg8YmY3kX15ik0+zkgRUQjGFErnW33iW9MUZrQgO6qTFCtTH0amkhWjX3uNZcfKogLnrLgd7QjkYAadGVX4PDRc+bvsfExErQNw337qhCwHh40sWCyWQ8rGL1UjDcd8zYToRWCUjLRjZvjL0QcnX4pCOLqiRiOLAuUaoyWMm2iDCEuF0Z4miAESlGucEDCpT8rVaK+6DMwxlWv2X0zVrFCYH2Glie6RFJpN/cRUIw1Tma0SkQgcOw/lCZx0Htndhe6vn05N/PoVRMKkCWlHopIxVNx4S1pg9PpLfkChPUpsYx89x3wB9g4gUylyLZ5xqupmjRs/oIsJhyAuie3M4QzXpNFoxlW6mQpCaWI7svsfOA7RvmwlvUgojZPXBKWOz2FEoFNxiEcr/Q2gsXQoMG7X6dHqKE5LM3guTr7xDO763Xez9NxbEZ7Ge2knzk4JQhCEYV0e9MHOYu53HyrkvswPxiw+/dI7aYkJgpgg164J/XrDTTumeL2sdmUiS5KB+S7mS0Gljggg32GW5ds1hTZIvSzJuJJ8i6jU0pQRvodsa0UNDKILBXS+GnnQxaBSCCyjUUQqhYhUw4zxbQ1mkTW4A1nC/OFL8ZoyWiO270bN7a4sKr9vKyKXo4OikQVta0HEooRbt+PMmYVKRhGDI+hUvDL7bvanQKlqR+/I5ajde0zBeLGAiEQI9/VPKdVmIpa8exX6hK6qrLCGMBKtPAPOvHh1RSTBHyxSaIuNeTaMNtLlrn2sbP4rRDyGmt2FKAQ4dVFHiG0dRr2yBWd6d/22ycQbul7lzYzWJkJ2sPs4UrDOgsVyGCnnIJdZsKo0WySodBF28kaNpZhSJo3INQWYYBwLp1iSTY0ItK9RkVIHZ9cY0OUaCQBkTV1lSYVJNDB+hQaZN9tqYaRXRRF0s3FCDoWxDFXDoWfa/4CuNjIzk0R352HzFmhpHlvQ2N4C+wbB8xBFcApFnJpMGs83M43s7UePZAgKRZM/XSLx+93oiMfI0a1or6pEVHEASnUb3nBAodktvQ+a8LkXKj/StQpKZ1xSnZkf3f24dl0jvHSIeOL3DeUjJ4OzeRuy4+hKM7Gy8k/5WvIzmgjizhjVpUaEfbtNypjWIJ061ZTac1sRuRzp+XjPj58C4T2/DZqSFI6ZjvvEJtTwcN36w2HoNDrGsrNuwW3xEEqWmvkB2rxPyjU9PgTmeycLijAm8YZDdp8SYWTWfjRMTVCOoflmnFOAX/7fqlO28tSvIKd1VuRmV6Y+XJc/7zQlKwXgy+WlOIk4qt/Uh6h8HplM0jP9E3Uz5DLQaM+pztK/gRCua1KDCuNLf4poBCmi6DA0DcRyeZzuaQDoiEfY1oSzb6gy3tQlyLpmY8L3ENEIZHM4M7shCCsSvpXPM+A0NaHyeeNEaDWuBOtotDQ9QYK4xBsyfTEapd8ByHyA218ECfmuBEvevYrIntzYPjURn/tKUYaeE65De05dXVdk+xAUA1QpOlZLMColq3fmpwj39Tfs4myxvJ5YZ8Fi+QOy6Qsm6rDgjrWVCIAqpyHtk8aILwjCqOnM7GSFKbBsKsleltKHtDQGvvJM/j8CtF8dA2ZZpf5hNKLUrEpi9i1ApUwaU7nuYf7aNaAFTq4+WnIgqIFBxPAwsdc8VDqN0nrMjNzK1IfNH46DaHLB91DxKDpqblCxOYI3VAClcApJozWejKM3voyMRAiHhwlf24ozczqxnRmKzRFEqPH2ZQhTUfKtPkJrvMEiTraIkymaDsSBqhRtjp7V+8W/fK4ipzpamrM8g3/GJXc2THUSocaZOZ1w2w50ECDjcZOy8fK2ioE9nkGz3L0Md/o03IxR9Cm/x05O4w0VyHVFjHRqDeVUrdr6izJlY2O5vBSntdlEYwCRL9ZFHCaTTlY2aHtOuh5dE1HYHz3TP4GQEt3ahNr86n4NoKnUQJx58Wp8XyLzCjcTEsScSsRFC1Ht5YFxurQjcdMh/cf4ZGaqSp3KhNTc7jBS/V4tefcq9Kwkkf4aIzceR9Q27+toq67zfEQygYjFCLZtN7PzvjcmJQUFYiSHbpCn/4eefdZBMMbRXxG5HE5eiEznCV/YZK6zrQUZj0EQonM5cByIRyk2+Sa640mWnnsrTrqATCQQQYCIRuid+SmCHTurUYrYB9AjWWiu9heQkUhdIX7tPRlP5ad3zmcIu1vJdsdNhMk1vVRGf18a4YwUyM5uwsmHuNmQfNSpOArLzrzZSAfv7ofWpso2udnNiHCU4MDvNyKjJke11qGEBmpNER+nrdVIB6dSrN/7t/s9T8vrg0IcdFO2g93+cDIlZ+Guu+7irrvu4pVXXgHghBNO4Mtf/jK9vb0AnHPOOTzyyCN123zsYx/jW98aX3lj165dXHPNNdx///0MDAywZMkS/uZv/oaFCxeOGau15l3vehfr16/nxz/+MRdddNFUTv+A6DnxS+w6q50n7zpyu2pa3viUeyEsWLW2rgYBo7qKCMHNSpSrjePgGhUk4wCU5FCVMA6DY5wCURz1ICrVPQSxsQ6DckyqhZMz20T2CvLtpdQmZaZRy6pMwcT9fyaFLha4Pz+xcVN8x7EoTxrlIq0JYg6x7SOEURdvX4ZIpgChQuQLaNdBFAOKHXE8Zz68vA2ZTKKzWcJtO3BCBWEL+WlxZCpqUk5CjZsLwREUm6Mo3/RkiA/lUKediPvSDsK+3Sw74+Y6+UVvKKw0ZGvE6LSfM9+7GlnUFFMuxZOnE5nZhiyE5NuiBDGJ250k0pdBFIKGiie9R38Od0Y3eC7uL5/DPXEBYcxDRRy0I3CG8ngxl2JqnJbME7BB3UNP18cpzG7F25dFZPMsO+sWHvj5l/a/8SjC516Y0ng9nEYVCshEDKe1ZdyIy2hDbzJOg5bCRIow3534a8OgNSrqESR9k1oUkRXZXi0EQ/N8hhYax1sWhfnildP6QlEXYRPKiAkUkybNrzabQPlG5azQXFNo3daMk4jRO+cz4Mg6E8FpbwWl0em0KXbWoZlpTtc33vIyASKbB8d5Q0pcCs/H6eowNQqui4hEkDv7CWa2m5TDMDQqQK6Lbk6i25tQvoPyHcKoxBsK0I7Ef20fOhaB1ia078Fr2wmHh3Haqw5WrWNZ7nI8kWLXeGQXdSM0/PxfP885K24H18EdGVuo3oigKYqbLqJdifIk3kjV0Pe27aurMeid+Snu3fY3PLz+mjH7mYqTV5jbjtufRbS3IAbT+9/A8rphaxYmYNasWdx+++0sXLgQrTX/+I//yIUXXsiTTz7JCSecAMBf//Vfc9NN1RBbPB4fd39aay666CI8z+OnP/0pTU1NrF27lmXLlvG73/2ORCJRN/7rX/+6KYI6SJaefSvpWRHSsyX5Nl2Z3W3E+mdv4fRLq+kFp35sbZ3ajcVyKNn0hatZcPtaU49QUjsyqUUQREs1CIFxCkQo8IYhSJo6B1kUFJMKtKirL5j3jWrdgfJKxc8lu1IWTadnf6CkO99qDKQgBk5WILxS0XWpT4OTE5X87YNhMj+QDz14LWf8aem7pyHSX0Rs242nFSISIXvCDIJ4vXISAgrNKVJ7khAEyM52dNRHeQ44gujWYXAEue4Eyhfkox5Ca2Re42UCitIlTEUppjyKp8whtqUF8couek66nvSCZuNkNE3NKH/sR6a5mZHXFGSnRSvrTOM4QWZ2EuWaFIgl56/i0X+v9kBQiRgiDNGvbjNNl57dhHfUbEaOaTMRpdaYUXiqSS+r7UJd67w0MrTX932LFafdhBzKEPbtwRkYZOm5t1JMuChfEN2Vn1Crvrzf0e/pREZ9z4lfQra1EmzdRrjp5Yb7O1DOvHg1yGrvDjQUOuL4u0fgv57hZ+VUuLaPwLROCtObyLd6hL4gskcQJDTxHQK/mhGD0Jp9xxtnWUuI7ZTEd2kGjhWkXoZCk+DcZbdTTDlEBorkWz2UkJz1ntW42RDZmcTfPoBqiyN27EXEo0Ylp1A0eez5IrSl2FBKT6krCi7hPfsqOgyRkQikkqjh9LiynYeT2tl7ncshPB/ZlEQNDqFjEbQrcdtaTYqQEKjWJoLWGE6mUHHcjLyxQkUdRo7vIrZtBLlvED00bKRLfR81OGTqPLLZuhn3+wb/oeF51SpQjb4/S8++lWLSxcuFBEnj1IVRBycXjunHUqbslFSQAncoh4qb54u3Y6CyarTq2L3b/ma/97ERS8++FSdbrBRWaynITU8Se2UAtXcfy533ve69IiwWmKKzcMEFF9S9vuWWW7jrrrv41a9+VXEW4vE43d3djTYfw8aNG/nVr37Fs88+W9n+rrvuoru7m+9///t85CMfqYx96qmnWLNmDb/5zW+YPn36eLuskM/nydcUgg0NVZ/8my73AIU7IGjeBCd9dh3PrLmqwV4M0b3V8HG248jxBC1HJpu+aJzR+WvWop3SbL80OdYUBcoHb7ikcJME5ZQM/Khu2Cehttna/LVr6tInRAhoYxjJQBNGTZpRGIXoXpOioTzTgMrNGmUl5R1YE7cFt6+tXNtkGZrrEOtTeBlNodlFvXVuZV0Qk3W9Gcq5+jLUdV1Oe+ddjepoAq2RmRwUijhtMcJo1dFQEUHerxoNyi2lqgQh4e496F27SbjHMHJUCgScu+x2vMEczr40mWO7iOzNIQczpI9vRxY0yq9PZVCueb9kjZa68oVpouaZwlqhx27XO/tKRFPCFJ/7HmSqs6orT7mBMBnB3T2M92w/dLSSPqFjv/e0kWEph0zKiy4W0MUC7kCOfGvK9CPIFOhpuYJwqNZ6FnVGSqN9jo4O1L4Of/fifs+zFhGJIJua0LncmJqI0aSe2E5xTgfOYM40wNrTjxoeRo1KkynXDPS0XEF4+rEktwPbTb2QU6hP9TFd0iWxV2BoAUT3aopx8PsF0YGQJ/7WOGRLzl+FM1SAVq8kCWz+BQmX4nGd+ANFvP4IKpVAR12cwTTS92DrTkRzNV0F6RglpRpyb51H9JV90D8IjoNMJtBZBxGL8kag9v1dmfwQTvc0wlScBx4zjubK5r+Co2cTxj0KzR4/f+Q6wKgBlb8DDz3Y2FA/EEYrUNWSbzff9Vw0gnJN6uAv/nXi1KPRTskDP/8SPS1X4Cbi6GTcRH3KY4e/w8rkh+oUmspMRS3OSRcIE9UIVRB3ECGIYgAzu5HbptY00XLosAXOkyQMQ+655x5GRkZYvHhxZfk//dM/8d3vfpfu7m4uuOACbrjhhnGjC2VjPhqtPuyklEQiER577LGKs5DJZPjzP/9z/uf//J+TdkRuu+02vvrVrzZc9+pHzUNh/ro1PPG3+zd48q01X9ak5vhr19H6YkisL4/yJYVmd1I5jhbLVHjps1XDeuGta9l43cFHtMrOxNGr1kKpziH0NWHEFFbHdkMQB3KmmVcQNXUMTkEY5aZQE90ryHVMPbqgIppjbl6L8hk3mtc75zOVgsWl595KU1vN7KowikWjqetnoDSxHaOKcR0H5Zvi5dyiThMd0HpM/wQElXSn6J4czgtbCPv7q+f/zIuk9nYTTmtBbt1NuHsvesFRxhEoBGTnteINh0Rf3EX6LTNYcsGqSoO4yN4ChRYfNxvijBRBCgrNPm4upJhwib+4h+L0Fh4sGVBlwhntFFM+3mAOsrm6daObtK08tSrr2EjxaeUpNyAbPIuXy0uRqRSiKYVwXZN//rvNRJpOINfhk5mTIi5mwdMvmOLxUnfdqXCwM9+6UEANDSEjETPjLsW4Rle55mKyheQiEccdCQhiPrKo65WzpBESSM+QFNoUxZRZnmsT5Ds0ylU8t6oauYnszSE3byEWOQqnP1Mpjj2n5w60Kql3zW6nmPLwhouI1ibCpghepgWCmvQXreo08wEevv+L9M7/LCqXRziBKYSORQ9rA7zJ0shIrjW2exZV0/gevn/8lL6DYXTR/nlLbyOIOiDAz4SlWhWB0DRMD5oUpT4R7N5LOJKtk8RtdA8AZEtjGeKGuBInF7D07FvJt3umR4WAsD2FfGnb2AZ3lsOGTUPaD8888wyLFy8ml8uRTCb58Y9/zPHHHw/An//5nzN37lxmzJjB008/zTXXXMMLL7zAj370o4b7WrRoEXPmzOHaa6/l7rvvJpFIsG7dOrZu3cqOHdUmJ1dddRWnn346F1544aTP89prr+Xqq6sGydDQELNnz64b89JVk5sZdbOKUz+6lpEZAkcLIv3GUMp1loqyhJhUnu85PXfg5EOcx597Y3XgtLzhORSOQi2bv3A189euMfKpqhQ9SAq8EU1kH+RbTIQhMqjINwmEFmRmKJQj0MJ0n54sC29dSxDXvNzg+3bS1et4Zm01qld2FACKcdekCBU03nCAO5xHeybHOdfpj2l6Bua76uwZquQIA9y7abUp5G1vI794QalvQ+M+C/5gEbTGeXknKj1SP0CFBFu34foe+eNm4Q4MIoZHSD6VQxeL6FlJRF6hU3HcTIi/t+q0PPjol1jxthvREQe3b9DkHudCZDbAU5Cf04aq6QUBJgUhPyNGfOsI9//6RsAYwOOl9wSpSOVe1PahWHL+KtxcSGFeE37bIpYuuQV3wMy6q9e2IUqdtHUuh4hEjLNQLOD1DRPEW5CBJjMrSXJgJsGrW5CJ+LipH+VzrD23sy5czc9/Wp1MWfLuVfinvwVvxwBq125UpnqfZDSKGqVoBeDOnAFhSLBzV0XxZn8OyP7Wl++j+JOTyLd7yEAT7csic0XyXQnSs3xGpgtiuzWRAY0/ZD4zTsF0Ri82waYv1H+mC21RYtO7KDb5hLHqz2vs6S3o1iby05tw944QJFsI4i5OOk8x5eHGIminxhEeR8mqtkfHcnnpG1tGdQLCFw9/Y7kgbuoRTK2KBKVx8qoiUX0ghINDOE4LIplEColoTtWt72m5wqTEFYoV5yFYOGPMfnqOvQZRDNCJWF3NUqHZTJY4udBEFJRG5hXO7kHC9IhJQ7NYDgNTdhaOPfZYnnrqKQYHB/nnf/5nPvShD/HII49w/PHH89GPfrQy7qSTTmL69OksXbqUzZs3c/TRR4/Zl+d5/OhHP+KKK66gra0Nx3FYtmwZvb296NLD8l//9V956KGHePLJJ6d0npFIhEgksv+Bk+CR//iCUfoQgsxRTXWqGmWbI9+6fzm7IC4JIxLvjBNZfvrXcPuG0Pv6UemRSUu7WSyHinKUYf6atZXPcegLZFHjD2kKTYKgCLl2k/okCwInayIMehxjZjTz161BJ8BNN/5BzswYfz/KF7gZRfTXmwkHBlClY0rPxz335Eq9ghbCzOg/vwOUAq3RWtPT+THW774bMGksetY043wUjURtbeMyMPKZznAOpDTa+I2aigkB+YKJJrguwa7dxrAVgsTv42QWdpA+pgWAIFFvOOj/fh6ZiKOFwG1OELREEaU0HxFx+dkD1bqAlad+hQefMJHRlc1/VX8ONVKntYb5g49cVyffWr6+2voHKEm8dkYQWuPObQUwXWqfq68dCDe+TDw3A50eIer7UErTmshRgLFGenxLmuXO+3COP4ZCV4KwxTPqTZF2Irk8sillil7zBSgWSu+HawpiMUo7wdZt5t7vJz9/MqpAo52t3tlX4qWmI0NFoS2KcmPIokIWNbE+iAxrZHGUgk1EEH22fr89J12Pn/Ar0YQzL15dWafbWwhaYriZIiKTI7I9jUr6lejQkvNX4Q9ObPj9oRWP9seK2AdMczXfN7U1kUh9dEQIU8CtQmQ0yorI5TgdbehiETW7GxVz0Y5EFkOChEdkx7CRit26q/I9PlDOXXY7xCSFFteIRWSM0xDGBMoV9B79Oe4tNSyc7H0uf47UcBonGkU0JVE7++q2Xz/wbXparkDWFGcXUx5nvnc1bjqsRFV0IkoQ88i3V22W85behpCCMCoJY04psgvR1wZQybhRfGvgLNY1/LO8btg0pP3g+z4LFiwA4G1vexu//vWv+cY3vsHdd4/9Mp922mkAbNq0qaGzUN5H2fkoFAp0dnZy2mmn8fa3vx2Ahx56iM2bN9PS0lK33SWXXMJZZ53Fww8/PNVLOCDWP3Mzy93L8DrfQt4zP5rFuAlj+sOqYZfZ8Sg0u+hWD9EdRYRdONlwzA/FG/2HwfLHw0ufvZqFt60l1mciCl4avKxGORoZGMPIG9GMTDfOcRjXlX5VZVaefAP3PV2fFjPvG2tAVmsmlrx7FWFEVo3zvIZzGz+Czn7XKoQniG3cTVCTCgQmrz72Yh8UAzInziCIO6a4V8qqkdI/YLrJxv8ClcshXJd8Zxwnq4j898vo6V3kZyQJ4pLorjzu3jQ4EpWIlJSSxg/vq/4Bor/NwlGzIBXB2bwD8nmCl14hurMPEY9BSxM6Xj9ZUZsWsSL2AdxF85F7Bgl39SFq8qvPunA1P3+imkJ53+A/VAwT59gFdfuUo0QgRtOo10JtwfM5PXcceAoGsMJ/P/cXvj/hGP3sizipFCKdgc5EpejY39JPsKOUcy0Ebvc0sm9diDeQR/7+FaMGpHXV6JyEgzqZZ+boMeGuPvyhYVQ6TTQeJ3fW8YQxiT+iiAyClw6M9GpEVBwwJ6/H3Nvwdy8aY7hEbEeW8867DX/XMGEqShhx+NkDJvq89OxbcQer0qhuLqTQ6ptJqZe3VNLBpnptYGR2G/XNqBvzOvy+3J/9rvmcKlPIPDqNCq2N0lO5A7N0TPEyIHMFZK6AGBhGt6TQjiRoiZHrjPBYTU+CA6WsXnbme6tRrnN67uDhf/vCmLFTui9C4HR1opMx0z+hQZdlPWcG62uejY/cew1nvWc13lCh0u1axU1qnZeuvudhxEEEqtRh3DQLRGvCtgTO5h2sH/h2w1OSyYmfCZZDgz4EaUh/1M7CaJRSdYXEtTz11FMAkypIbm42eXwbN27kN7/5DV/7mvlyffGLX6wrdAYTtVi3bt2YguvXHa1wsgGi2UULgZ82s09udnJ5g6knd4DSDJ42Ey1N114cTZBwCBIxo9+uwRsOK4odFsvhYOO1V7PohnV4IyADKKSM/GO+VVBMGrUX7YE3XFJHkqYbdbnJXP9bWjjps+tIz1Z1GT61RdDaEaaxlIORYg01HU9pzum5g2yHy39+tzo2Pd0lOqDQTgOxe+kQbt1uDCo5E4Ag4VCc04H3Sh+qoxkJJrVGKcjl0EFQmcXrnfkpwt9txN/o4rzzeLQvUS9vQXiukWf0XILxnAWtTdpMJoMsFBDHzSM4ZibuC1sAKuvYsxdgXLUSXSjgDI6gmxLobdWo4tJzb+XnP7tuzPgN6h5jiA0MoWZ00nPS9RQ74nDqMXXjRvd30EKw5N2riD30DCqXG2MIHYyjAFSaapXpOfFLEKrK7Ppy9zJQIXreTPQLL+Pt2Yd4+zE4mQC9fVfNDdEEO3YSzWZhxjTUgjk4m7cQDg1VjU7pmI6+hxhnzizTOVxrxNyZhFHjFMiiJvmbVwn37MXzfcTMbvA9srObzORQja+w3L3MRD3CqpEu/vtFHqqZ4T13+e2Vv4O4QzFVjTyJQOPvK9SloJR7X9RSa+RXPhOjECVp1YkKzMdbdigQpQhUbWSuouxUev9UegSZTBD27UbGopDLI1qbK6mDK0++wdRyDB/anPy62sKD7Poso1EzQVFKIQtTYwvNVyY/hGjg0CtPkOuKEdupkYMZJKCiHrVPO2+4SDHlVZowykAjQ2062c/panhOK952I2LWNKuSZDnkTMlZuPbaa+nt7WXOnDkMDw/zve99j4cffpj77ruPzZs3873vfY93vetdtLe38/TTT3PVVVexZMkSTj755Mo+Fi1axG233cbFF18MwD333ENnZydz5szhmWee4corr+Siiy5ixYoVAHR3dzcsap4zZw7z5s07mGufMrVfvnN67iD2Yh96YLCiqrE/dHoE2lsJfcHIdEmsT/Prf6zmop9xyZ3moVCwRUuWw8/zX7uKE65ZRxCDYkrgpTWx3QpvWDA810isFpqMk/v8TfXqYf/1fz5bkWh18oLIXmHqIWqIP/x788fRs8nMShL6Ei9juqXWTrCc+d7VREsGb2F2K87mV6qzytLB7epAdbQiR7KmB4XWKFdQaPZwmxJo30UNDaOGh6vyiTUGdNkgWe5ehvOLZ5DtbYhZ0wlefhWVyeC0NFe+6xNJeKqREfjNswhg3G/sOLPhlf0776tb/mADR6GyTcmwO6fnDsKIrMjfLnn3KnMoR6DdsTNVbiY0dQCYng3pE6fV1RCseNuNBM0R3ME8uelxHi3Ntva0fQSVzU2Y0pA7tvpsXnzZGpyFLXjDIUsuWIVyBcnOdigUyXfE8TeayI+3Ywi9bWddrUKZcGAQt7kJ4TmENTUjTlMTwQnz8LbvG7PNwTJybCeJpws4QGZec6Xew0sHBLv6TFpbEMDGlwCIbo6C59WlYzWayR+dT+4NFVh67q34r+0jPHka/lB1Fjnf5uHkRjlCkfrU1uXvvAl3/lF1yxoZ+/fn/6nh5/ZwGJCV1K4Fnyd4+VWjQBaPm/daOjjNTSbPvzkB0kGmkohEHIQgN6+9sp/sXKPE5fcXWLrkFoopb0w63WSpFRoAeMdfrDHiBt3eBFvtH5XPGxnb/iHIZHDnzGDpubfiPbkZfA8RjZqO04lYXeR1yQWrELXf0/5BhG6iMD1ZV7f0wM+/xJLzV5m00MEiuQ6fIC5RrocTdeid/1nI5bm31B16ReRy5MKjWP/sLQd1XZbJoZlUsHO/+zhSmJKz0NfXxwc/+EF27NhBc3MzJ598Mvfddx/Lly9ny5YtPPDAA3z9619nZGSE2bNnc8kll3D99fX63C+88AKDg4OV1zt27ODqq69m165dTJ8+nQ9+8IPccMMNh+bqXkcOZEZOz+5G7NjDf3739obrCymJn1Y4ueqPyHlLb8PJBmx4/I1/TyxHPs/dcRXHfG0dsmDkPjPdJsLwwo3jSwuXqY0iHH3nWjZ/rr4ou5xOI36/mfiLxtIVM7sZWdSBl60+NvsXukT3aGL9oYlAxGJVw1KZIlfRP0AIxIHhk6eZbsZ5hRjO4AyNmNl16SBbW1H9/ZVGVrXG1YbgB6zw30+4qw+3e1rFqAkHBjlcHIjx9vD6a+idexW5hdNMsWZETPirE0Yd/OYm1PwZjHTF0Y5J84puH4ZNrxH+ybHIQkihM4ZQ0Dvjk6aQmHpjdNmZN1dkMAGWnXULP6sRdZBFXd8MTWuKi2aihSCyfYgwk8Hp7IR9A8bRGge1ey8yCBHNTRU1qnBoCOe/N3LvOAozB8rZvXfgFhRh3x5kMkFkd47sjBgA/vZBwgbWgMrl2DCJBmAyHqen82PobA4xazpOMeD+Ul780nNvRWYDlp15MzIbIGfEUb5k6ZJbePBRc0/DVH0aW3ZGDKbHJnVdo52IDeoe01G55vWB9rKYTETi3k2r616viH3AdCfWCndGt2m6JiUqHkF7kkJbFC2g54TrEOks8rhugphJWSwmfVREcNaFqxFKVwz/3jmfAc8lf1Q7QdwxKYZb+mHfwJgah7MuXI12oBgz3xc/rVBKcMaf3olQmvirIyBBBAotJXLLTtRwGjl/DkFbAiedR7y2s65jstPeRvGEOchsgDOYrXZnnt6FGEqjh4bRR80g153E31dVMhOBRgJOTlFsjsDJR5n0zqjES4+adpBmvDNSQLT5pl7MEfxsw1gFKSuacnhRCITt4NyYb3+7cY4cwOzZs8d0b27E6MLIT3/603z605+eymlMurjyjcZ9T3yV3nnjq9oEUfAykG+PcuZ7VyMCiO/LIoJDH3q3WMajnFo0f+2ahn0bJsNoR6HMBnUP5/TcYQo8n3sBNr5EPOKTm5XijEvuJD3DIT6k8UcUiZeG0C+8jCrW524L14WTFlJsjpCLykraUxB3yC+chsyFuAMJ3OEMOps1s8Kj8r/L3F/4Pr1Hfw6UQpR0yxtJHtY2nhrvuspMVrLzoJACf18WlGJkXpOZlRaCIFYt2haB6Q8Qe7kfwpDctLhp3obpo5HvTuImFqKFwMkGRNJ5RKjRuZxxnGokOXvnf5bC8dM468LVuJmQzDSP/xxH/U15JoVHhOBv2oXO59GZLMLzEa5DsGO3GSgEwnHG5OarTKZh1GE8KcqpUPveOMccTXh8O05BIRMxdD5PkDLyqW4mRL30qjlN10W2thLu2YM7ZxZ6aJKdcxfOJdcRq6S/lfPTAWQ+RLuyzvnqOel6U9dRPr+amgYoOWNCjFGXmuhaaz9/o43JA/1sHsh2o6NTPcdeA/sGkbqJwsxm/H05lO9QmJZCtCcqk3E9LVcQm9bB8Imd4JhW2UvON5E0uajbpDYWNYmntqFKDdyC4+Zw9rtWEdsyhIp5yLYoygW0wCmYKKQ7YiKa5WaP9//2RnO8RV9E5guEw2mctlaU4+Bu2o7wPGhpoufEL1Vm7tVR0wliLo408qvucBFZCMB1UNPaEDsU2nOIvdhH0N3C2b13oF2B9iVOXpVSMRXengzFjjhuVlS+n1Aqyo5IHrn34FIFLZZDwUHXLLzZmbBLadfHWd/3rbplwatbWPGOr5KbFiOISpy8riizxAEE5FuMJrwsatLzm6ZUPP1GojYtZaIu2ZY3JgfqKOyPh9dfw1kXriYuj4WXt8GmV3jk6epM7Yp3fNU4yC9vG1skiVHH4Ynf4/sewZ8cR5BwUS44BWVyzXMBKurj9A+hBofqtm30fb13852c9R4zEyqOaa8bfyCG0estTNA7+0qQsuIomMZu1bSkckdq5Ztc5/ysZpz2RNWIV6bAOLp1CLXxFdwFcxHZPPl5HTjZAGd6F3JgGNkqTWpDLAqzTd1ZvkkyNMclsbN+BvTM9642xr82RfFCa/z+AjqTretVEe6rKVYvp/ccJmodBRmPkzuqFS0EQcwhEo0i2loJYg5OQeEO5Cvn5kzrQifjsHs3wWtbJx0NknuHeLi2UL2mL8aGx28wBnMN+rXtrK9JbVIvvVa/XgpkQaE8yTkrbkdo8HePjOm3cSAsl5dW+mfoMEQmk8hk4oA7D++P9S/cQc/0TyCCkMjz21GDQ7itLeiWVF1uR7mId+m5t+JkAsK4i/f0K0aMYHY3YZNv6l9yOZg7E4oBTjqPkyny/2fvvcMkuepz/885lTpN3tkctEFaZSEJhBIKSJuwMclgMPHaJAcuSCKDQAiEwu7Oiusgc4PDtQ32BZtr33t/CgSTEVkgknLevBM7Vjjn98e3urp7wu5skLSrnfd59tmZ7qrq6p6uU9/0vq8anUDbEvTn8CqxEIaNovR4FatA2RxJTnWINZjHnhTvikYDW2+gntqFmZjAGRSzQ1tsdXaSvIdTT8TE0ZMg37g+hfv3Ei7sh4FlJIEmHyVYpcjtrFBdJjwVFVuSQPMf/29mj4kmKXsORyfm1JDmcFDYX2AwOVFoomndfvmVN+Hvq1JZmS4g1vLtf5GK0SUvleqJ8RRhUfOi39mcBgHmaTOxebqQ+MdmJ2gOTx++9W/v47w3beUH0wQ6zetjMjJdfNfFWbQQPJewx8uCZKtAW4szWiZ+5DH2F4ZOrrp+69/fx0Wv2oI6ir+qGwpvRK1cRvn5S+UB1ZJHtW0ruUqEPJ5oCWDCbhe6ZQN/PAIr5nqqKqMRya8fAKX4Wqrhv3Hg7dgkQXWVhKzqe9QXlaTqqaD/142OQGbT6vdSmNdNdUlezsciQg07x6Z4VUyX/B0IRyL5mtwRUoU8wc4yZlkXxZ89RbxzF86alRSemCApBTjD49w+TTfpYMbG4iee3O/zScqBaGKyJO3kanzpnu2YnhKNhUXikoOKIV7ezXSYlYRsG4fB6euDRYOwZ0SkgKMY3Kc3PLhjx190/L5pxVUdBO92eE+NinP1CYswq5eAUhjf6eD4bDz9I5hSQGOwQBIo9GIhFrvVhDjnkOTleqgsLUiXxgG3avAf3iV+CIDT30eyZy+6jXzeVPvatORdKNPKLHSUUOvPpZ3NVtBXPm0Qt5LgRIYkp49IMjeHow/Giv/Q4R7jWMFxnyw806oB7Qu4v7ciOtIx+JWow+r+m//n/Vx50af4ync+Ot1hjnqs/C8t86BjaCxvDs8gfvA/D61zYeMYMzyCnj8PfyzC21dBTVSxExMAmERu6NOpv7Rj44I/5o5df5n9/p1/eS8XvWoL619wHc7OEW5/4jOHdH6TX+9IBLtXXP5posvP6JDvbEf7Y8ZVGHeq0zWQ8QmaqjAbB99Bsm+4s5q777+yafl7sF0FzJIBkqKHCTRhSROVoDCJRG1Hx9E5H+icp4/nd6MeelR+UQrleujeHmxzzOgZGCed/Ddvzuone/ehFw6S21klfmp7do563ziqnsfsPXwi9eGaxk1G05ka4MqLPpWZvr34ihtxRxugQY9VueP+W2YnIdt232ufxT8UHAllpfb3Nxl33H8LG+e/E10NUeUauA5OPFVWQJcb5MsNGkt6MJ4iyWtC38WbSPhGmxLSpZtuJthRQz++GwJfjAjDEKpVVBCgHC3J0mBf6/ye+jPWn9fqFNUWdqofdSgtHQFc/MrNHce88uJP0egPUEZMKie7vc9hDk8njttkYZ1+NU53N/q0tUf82Bt6/uCAxkWQSqWFCd/69+kXmQMlCpMJh0cLVnx2M9pKFUclzCULczgi0IUCKi83aFupEj/yGPqRx6ZVIppN4JLs2TMlyPnOv7xXRh70NJKt+8F0wdLhBk8dZFdPk+QOfE7KWHQsSj6TlZUu3XTzFJdoG0Y4A/0kwyNsWvynmbJK5azFMjqxt552IqDnwSr7zizgj3R2B+yKRdQXTpKHVOCO1VsEYWuxUUiyd2/mReAMDqIcnZGpp8Phfob73d9RKaHVEeL8vC68x+uZu/ChEoCfCbTfG5rEZd3TNSM35+nGM+EJdMfuv2Lj2g9gCzkx7PM9Ni3+U2xXERUnqDDCDHSD1uR+9STJonlUTigBEOc7k+fcU2V0pYal5Rq/zn0tynG4c+Jvs+3W59/A+uD1Gd/D2dMSP2gP5Nv5KAfCZRtvJi5oVAJW09EhVNbijSfERQfrKS5+xWa+/SV5na98+6OsP/e6jF8xh2cX1h4BNaSjuJM9GcdtsuAuW0qyoJf6gjyX/PYtmVzgkcBsEoWLfncLzrwc+e0zq4IcCM90orBp+XtIBnsZP6mLuz8/tSq8essQxrVSlWlCyXjIys9sRUdqRuLrHOZwIDQJrhu63jLtrPsBAxalhLQ4Nt6x/+RAf3/ypbPFkXBR/eo3P8IVl36ar37jw9no4cWv3Nxyjk9lY2db0cw9VcYUPL5898eyx8wpJ+A8vF3cYBfN44pLP02Sd0iKDspaGn0Bbj0h2CXE22DMUl2cZ92Fn8wU2uoLCiQ54UOYNjXKaF4BZ7KLb5sXwTr3tfs936c7ADX33i8jN81Tc5QEosfSHRzgeWsxnqbe6x/W/WTTyqu5fRpTsaMJqh4SrhrEHamB1qgwRzzYRX0wEEW0usUfbVB54QqigkYn4k/Q6NG88A1bcRoWt27wenP4Y2VsG5Fe53MdiQJMHQVjmm4GQNyd49JNN09LRpbxRos/GuPUY+K0I2Ed0mtGEgXjgo7Fsdk6YBzQk8ZUTOHw5F7ncOQwx1l4juNV/W/HXbGUeFEfUW9A4mt0bLnoVVs6nE2fbnzni8/cax0pNCswG0/5EOvP+8SU2XLryE1WtRHGbFveYDzLylu38sh7nh7i7ByOD+xPdnN/cFeuwOzag51suKbUrMco9rdN+0ijDgIuv/Imkpw+rELE5FGDb//r+7jod7dgtVT7D2b0Qe0ZJjpjWcdj7q5R4r37UJ6PfnwHKoyIL5Ruq1UK44O7s0HUlyPJaYwDuT2NjrGnuCBVW1GcAbeSSAcjsVmwNW2Vvi1Qb1eberqThC+bL4iU5yT+hP/gDmzf9ByA9nM82nDX9z/GhnM+TmGs3jHzP7nzvL+O94bnXQt9XdM+B1NHYo40Jo8Dt/++oecPxGCxVgNjccZ7iPoLAETLSiInqhRRUeFjqKbysm7dEhXEF0Yncl/SsfD+lAXTV0KV8sLRqdXQCwYPfKKB3+GZcPErRRjBLbioxHLZ+puIS3I9tHcL3KohKrnERXlOhyIznLR1+nTahW92HXSMGLK1wbpKXMH3VGbkd8xhDk8Hjqtk4Ur1u2ANtlyFBT3EeU0SKKwDia+44LVb+d4/SSB7JOeNn25c8Htb+N4/P3PJR3Lfg9N+Lg9fdQ0rb906zR6dWHPLEME+WcTvHTqwfv8cjl9cuulmCvftxhbzWEehqgdPkG3i9gc3s2nFVR3Vww2FN6K6ujLuwjr9atxFCw9JBcY9YXn2s7X2kNRMNjzv2gMTIq0EPVP2PefjYAx6pEz85FMAKN/vcEAOvltm48Dbsxn12x8ZYuP8d5IMj5KMjOGcvBq3npDkNSoWInRjfl5M7dK4xbn3YdTCQS75rVswgeI7bUHkha/eQlx0yO1pdASq7br++xvveabW2+mI1sm+Eeyu3dNuf7TfB+78ySemOD6797cI1uvP+wR3tSUKkxMHtX3PjIIck7Fx4O2oQh5bqczakPRAmMIbVFo8WYIAXSiIZ0EYohctQFcb2P4cYbebKXwZV5KBxNdgLU4k14eXqs86DfndH49RkcHdW0aFEYQR1veySdkNPX+AcnT2vjatuApbq2WfTWNFP7qecOVFnyLs97FpsB/nhfxvXCWjt0iS0EQSaHHpHo+oD/oYX867Y0a36TsZ26x7OLnwrGsxYV8AZk5O/dnGXGfhOYyv2C8yNjpGd3c3V1z6aaxWKAMTSx2iIrj1to3POwNnuMz64PXYKDyqbxbf++f38oK3DDFw927u+M30hm9HEk73zNU3J1Qkwf7b+Maz1OYDyrLm5iGUgQc+NDeeNIepaG/rX/B7YmjVE/jYhx7D1Osd204XhE6+bieTKE0YwZ49HY/Fuzp/n4yZfBRuf2gLG87+GHf+9PpZjSKuu/CT1OflhGcQGoyvMStnvrba0XQZbsedqUznxvnvxF54FgD65w+1AmOTCLG4PilQ7utBN0LUovnEvXkxjWpYMa+aiPF2l4l7C5RX5PnB37e6gu0V1ibcqsEEirg0dVzCXHo23s8ezkzvdC6HKhVJ9u47YEfhSHYcNq79AMp1p4yy2SicYY9jA3fcfwsbSm/OxvXag//JXWDd3dWRNOJMT4jfePIHCZf0oAtO5oR8x77/yvoXXMddP5y9AEDz7zfbv6PT14MpV1BKSUdBa3Ackieewlm0EG84IM4LT8ZqaPRo/AmLjmwahEuwbpWoISU5jfHFMFCHFuP3ZMn8puXvgaIkJMp1YaA3SxKU62JWLOTSTTeLmlK3Sy40xHmHOPV40bF0CVAib6sSeX15nWYyo7C+AtN2zZrmObY6ENn7r8t1lN/T+R0N+wK8iajDkX4Ozw7m1JCOExhPLvR6n1S4CzstcVFxyke3MfCrGBbl+XY623s0E92aiAo8I4kCtLSvp0NcMKhYMSOpuVkt0aL1blywrhVPBiszm25Fcd/HWx2H096/DWXACeFn/2WuE3G8ojZPYx1FeekAA/eWyP9mZ1ZBP1R8Of4nNhTe2Plg23jMFZd/Gne0zp0/vb61j/kCm1a/Fzsx1ZyrfTuAy9fdRNTlYFzFd/9XZ/evOfPfJGniuVit2XjGRwnnF4nzDsZXHeMfF79ys9AV9hMsNIPEjf1vJUkVojIohT79RC5+xWZQ4I0nmNUDuAu6aczzwUoV1gQS5Hg7xmF4lHBlb1adzd7rz6d2QAqPjpL05EnyrlRpF8wjWtRLY8CjtLeKTUwWqKvVK6gu7+ab/2//Fe3p1t/DSR4qJ8+j6HvYR5+c1Ujb0VwomozZGNdd/MrNqLOX4oSGjQNvJ3zeSuzpy9hwzsezhPPFV9yIigxfTe8pU/gMBxmsNj/D2X6W7Q7MGwpvPChDvkt+6xbQUuX3x2OsVuR216gP5sntrpKUfPzHW2pXtz9+KxsX/DEsmId95AnUyBiUitl1tGnN+3ALPkleUxtwKGxPCCohcamEVSpL3C0qS1Q6uAhtPkn1BUFmrmfSESOvkhDsLBP35LGuylQRX/Q7mzFBpyDBN27/AOvzb+COw+RDzeHYxG233cZtt93Go48+CsBpp53Gxz72MTZt2jTt9n/7t3/Lf/pP/6njsSAIqE8qtM0Gx2WysLH/rUSXrcW4CqchzslxvxKCUQQTi116Houy7WezwF30qi2MrXToetLQfd/YlKDh6cQZV2/DfZY5eStv3YopJTz2p61WeNOUbTKUAZUorGOxrs3atlhJ3NwanPWubcRFSDwgABNYdKQ47QPbMnLnL2+eSxyOF6y+ZQi/V+GVAQtRl4s9fTEFzyV54qlMC/1QoEpFGUdatjiT+NxQeCN6oJ+vziCfevtD0uU4UND6H1/+IJf89i3oyHLhq7fglZMpJMjbt//5lID4a/fKMZsz0e3YX6LQjmR0TPTztcKMl9H9vTCvj9oiUYjxx2KMo2SEAk8SB0+hY0sSOHhjEezeiw0j/JEQlRjWnX89zliNO359IyDrXlRQNPo0hd0GfUp/ZvqmzlmDt7eKUw4pjtSyGeuN/W/FrlhMdUnpkPgc7eNMhxLIG1dRPrEHf34R91s/f0aN4Y4GfPtfxVPEKxtMtUrw8B6SwR70SCuxNJ7GFNq6DW3qYFde9Cm8vZ1mh08nJncQDwQdGayjMDndIUe+/tzrsJ6MAyUDXR0k/WjtEpxKhD5hKSbwUFEb8T0fSNfPEQ+Ru74vRcSLXrWl43WdhpEOA9Jt8Pc2CHsDkpwkFNL1MMQFB388Jio5OA1L7tER2L0XN4qxYSvuKDw+Ttyd47L1N3V6K03mXM3hWcGzoYa0dOlSbrrpJk488USstfzd3/0dL3vZy/jpT3/KaaedNu0+3d3d3Hfffdnv6hC7UsddsvCq3j9EBQG5PSGNfh9vwqJjh3q/aIirmhCj8k+W2bjoTzDDo5ls2mRsKLyR6PxT0WGCGgzwJ8QdtTFYeEbfU27Y4k+YbATi2cB0pOVH3i2PTUdqXnvdNsJeuVKslo6CSu/ZiS9JQly0QkoLFUkOwKJiJY7XGk68YQinoYiLFqvBqacjUArcqiSCv/r0XELxXEBun2LglxEjaz10CGFJi476WQvIL+g5rGObiTJ62WLi+d3o3tPRDzxOMjaOaervHyaSnBZt9HIi7uzTYH9B7yUvvYVgX4PGQJDNSEOL3DxT0OyuOoFoUS9Rl5d288AfDvEmIqz2s0Dq0k03k390FDVexgz2glL4+xQm58K8fsy8LpyJBo3FJdxKjM37bOx/K+bE5ajFeeKCptEH3oTCL9uM3xB2eeiajwncDsnWg51zP9B40my2a2LT8vfgnLWYxNckgYPrOPuVGz2WugoHA2UsxtcoxyF+Yjtq+y5MLsie90YbuHtbyUPjhAEuX3cTuft24nYXsZXatMddp18tf39rQTt8ORblq6aCmXKcA3YJJn+fZ/obbFpxFZUzF2XJs/EUTsOgXI1bjqbIBMc9AXHBwavEULdgLBvO/hh69wheFGGrNVixBF0PIU7YeNL7ueP+W7jj3k9x8Ss2YzxFfrgVqCsj40fKyuiTV4lTiWMH60B9MIeKLSoGJzbCZ7DiNO/UE+K8g1uOsomAdc5rOqLHmbhLh1MYmcORgyQLh8tZOLjtX/rSl3b8fsMNN3Dbbbdx9913z5gsKKVYuHDhoZ5ihuMuWfiX0f/Bq5e9B12XG2Z5mUthj0EZQ2m7aJQHIxG1pSX0giK5hzv1w9sXMpPOAqvYgILKYkVUcFj67Uef0ffk1gxuzTxricKBMF0iEfaa7PETbxwiyVkJ9nPCaXDq4NbkQoy6LDoC40Oct7g18McUxhMymUoUST7tUjRl3TVg4ZSPbiMJwB+DX2yZSxyOVZSeMkQlh/k/qWGVYuf5OZyGIr8bWJA74P77gw1lVl1XI+KegPCyteT2hOh6dIA9RWHpgOf+0DjlVd0y86xg7Se2dYzZzYQrLrkB1eeT+DpTeGliNsptSX8J4+tMUUUlEHV7uPVE/BNS5HZViQZLqP4icZdHsLuKemInX05HQTYt/lOiVQsZWeOjrEfvQy65R0GFMcpAnJPrMM6DV4U4r/AqFutCbXEelUjVdX8a8RsKb8Rae1hys9MZsE1G/NR2vNXzSfp9nHqCchxmul8/VxMFEKJv4mvUymU4e0egVhc+Swp3+zCNNQta29/72KwI0Mrzpy2uTZYk3R9m+7nf/tg2Ni15F5VzlrVGgRyFNxERdXt45VYSeOXFnyLYOYZa1kfY7VHYV8N0udQXFvGK6fhdNaS2sIg/FmYdh9Ybk/G8YF+L15LfVSfsDTCedA6ikpsRnK1SKGPxx0KSvEtckATi6/8uXcVNa94H9OI91uJHPZPmsHM4ujA+3tmpC4KAIAhm2FqQJAlf+MIXqFQqXHDBBTNuVy6XWbFiBcYYzjnnHD796U/PmFjsD8ddsgAtH4RNq9+Lt2oeTi2mPhiQBFrGXhKRVzOekKpmrF5Zi79rgvFT+6n3alZf/gj375iP/Zvpqy6zwaYl78pMimazeKw/7xP0PLYLMzKSPbbx9I9wxy9uOORzeCbQnkA88KGrWbV1CN1QRCWDMmB86RJYLaNhKhF+g1uV6kxtgQUDXkUWZ+OBW1FEXdKNiEvSEnZrCrcqgczJH9sGFrqesPzwb+cI1ccCmqNszukK41v6fpXDKmj0Wqlk+yozLTpUqHNPI3E1tQU5crsbFB+uUlvaRbxw/4s1tMaR9gfrORmRUSVtY3f7wZUXfYr6olzadbP7HT1SbmsZb3IRnJrBDubxR0MK5QhVi0h6clg3nbH+zaOsf+H1YC31RUVMIJ0964Kb9/B8PztmfMICvB2jlBbmGF7rEBUdkhetJc4pRtc44q2g4J6/lGvqjKu24VVab7LpKB0XijNKVN9Z/fspj02W0zxYNKvc7vKlxI89AYi/zkSvkK8bfR7mwlMI9lTR+8ZJdu0RtbwkOfa8Fg4Sza7SpsV/KuTeJIGqOHqr7i7ipQMYVwnRt5RH5WaXkM/UhX+6kOwdpnB/gWhxDxjQUUJU8giGGzjDFdZd+Eka/QFOziVeNUBcdCg+OoHNuajEyOiQo3HKIXGX8Anqg633+sI3bMWtW/E+0HRwNXQ5xNOKsNeX0T1figHWbQoQgG7EhD2+XMdtnB+7dxhn+07i8MAFiTkcnTiSakjLlnVKWn/84x/nuuuum3afe++9lwsuuIB6vU6pVOJLX/oSp5566rTbrl27lr/+67/mzDPPZGxsjC1btnDhhRfyy1/+kqVLlx7UuR6XyUITdmSUYLtPfVkPo2tcUUSqQnlxga4nE5SFaGEX+n7VKUFIWxVrx244tZ/xK6uc7NeY3zeB6u+d1euvD16PXrMCNVHFdhdJSgH1c5fjVRbL3O8BsGnZu7FPbc8cbLNzUoqNi/6E8JSlfO1rH5px/2cDq28Z4qH3TxOo604ZOacm3QLjWgwKp6FAScdBJ6AbChMg8+sl+ayiks0I1CpR6EShY+kyhH0Gp65QiWJsteLEG4fI7VXcu3Wu23A0IxtlS5OG4dNTScQJjRNCfaD1nTn9vduwzsFxWdbpV6PPOoXKMukgNgYC8lFyRE0ajeegG5YkJ+pr+d2WC35vC2GX5sf/vXUttJtDfuU7H+X8121F2anyicalw9k1uegMLtt4M7mfPU5poBfruyRFn0a/T9Tjk+QUkHYmLNl+V77oBkke0lls60hS3hgIqM9fns1k68EcvucwdoKDMpAbDqnN8xlZ69DoF836nvtbJ3nvtquy4wPoMJEEbyCHE85+3tpZfQJXXP5p/Pu2i6xpHGVBfHvRZiYBCmegn+iU5dRyDsGuPahigfpJC5hY4hL2iqhFddDHW+jhT3ThVhaCVujI4O+cmPaYzzXcvv3PWf/C61Fdee6a1DlYf94npqiHHW2wUcgd990MIIaCORfjaeKiB6ZAVPKI85pGr4M/IQWk+sIiViv8sZCw1xVhjS4X6yh0aGh0a075iLzvX/+DrD9nv3OIn/5V533rzp9/kk1r3kfYO4hTS7BaEXvi2+RVYuKCQ31BAR0aivfty/gMAAQBd+5HKGQORz8szNiVPJhjADzxxBN0t6lM7q+rsHbtWu655x7Gxsb44he/yJvf/Ga+8Y1vTJswXHDBBR1dhwsvvJBTTjmFz372s3zykweQ6J6E4zpZSEbHcFwXvaCLricMe89SNArgjyh0IrOGUdGl0NONqdVxurun3JiS8TLd336EpzasQCvDCd3DPHjRyR3jSu37qCBAr1pOfUk39sVnymgCffKklZt1Ejjkf/rYfs993fnXw45d0z9pLcmu3fjdpUP+bGaLF71sM9/6t9lXdqdLFFbeuhWdKJKcRcdCck4Ci3FIgxiZDXXLwlfQVbB5GS2KiqCjNClwQEVChsamx2sooh6LU1N4ZfHUCHtkZOnerXPdhWMFk5OGJGeJC/LdWDW0Fa+scbUE0mtuGuLBDx74b7tOvxpn3gBq7xh2TTeJr/CsZXz1kb1uvvKdTqf1pgxjMG46zK4mJyjdD05gch5f+dZHpj3uxlM+BI7GCTxU3iU8Zal0LmKDrkfo0KU+4FJ6ooG3tyxFiXayqLF4OybwfrYXPD9zXm+csoRGWn1HyWy2t2OUJMiTG7bU+30mljuEvTJ+STJ9da39vK+4/NNU57t4VcPlV94knIZud7/jVNWT5gHw1e1/DsxelU7nctjTVlOdXyDJafK7G3DyKqqLiiQ5TdQNjQGRqo0LluKTGq9iiUtO2sFxiHO9bFryrkPy2zjWcNf3PyZdpsmPT5JbPdrh/OBXOIsW4PWWqC8oEPbn+Mb/J9fUBb+3hUaPJs4pdLemuCuWjkAoXQPVELZqVBL+YjBihX+TouuJmXkthR8/hh3sxx1PExFXoRODdRxyexvZSNPGgbdn+6jcgbuWczh+0N3d3ZEs7A++77NmzRoAzj33XH74wx/ymc98hs9+9rMH2BM8z+Pss8/mwQcfPOhzPC6ThXb3zmTfMN4P66hzTqLYn6N8AiQBxDmNW5NRpPDs1UJUmmjAPb/C6e7O5EPX6Vdjx8aZ/20Xc7rG0wl7ng89n28pSeiuLvRAH3Z4FBYOEvfLXGRc8ogLTia35tYSdGhw6jHKm97WvamOUmzEqJNXQxRn5jLAM3pz27joT/jWjr847OM4oQQbTl1IySqRgN4fV4Tdop5ktcWmH6kqKuK8JSqC9SRB8MYVcQHigsV4oFOt67ggiYJ1ZPwjKtlsbGkOxx4eefc1rPzMVgo7FLWFlsQlTQAN4UHynPVZpxB1BUTdHk4o35fiIxM0FrR4Su0V/Be+fivKwN2fl8Tl8itv2q/x2kyJtPF15vFilcoq+M3AOVNAWlbsGF2YjNrKPqKijD4kvuL7/zCVG3TxKzfj/uR+kkoFp7eH8OzVvOhlm1GxJV8NW+RK/WrcpUuonLk4I4omOY1XTnArMY+/ahFxwZJUFPU+TWVx63q0jmV0LazaKp4pD71vaqI2sSzALxv8sRiryVxu2z/fyUgCjVudvhMxY+KgFMm5J1MfFK6HjJX4qH4f48o60/2IIexWhD1ibFVebgm7nWzcsbjTEOccvnkcJApNNBV+jgQO1xOjvUOOtfs91pfNF8QLKe063f6wFBMmi314VUNlkUfYBYVdluqgS9ijCEZbCkZRXtHo0VgXVAhxINemExryOypsXPQnYGxm4Lhp1TVQb6B8H4zB5AMRAPA0xtGUfrkHdu/LziFpGxXeH6l+DscGjhZTNmMMjWlMJqdDkiTce++9vOQlLzno1zkuk4W7av/QWpCsxVQqeD97iAXjS+h5tMTEEpfagKaQco8avV42FuT19mAnmRrZOGbge7t48g29zC9MYPsinJ5Wlnjn2F+3EpRyBWdHAd3TTXjqItnfARREXQ5WuSjrwZIl2f4but6CntfP7Y8MdWiuP9u44wgkCkDWUTGBJQlkbEhZIDWpNJ6QJUG6CI1+8XLQiYwrWQ2NAUucl+M091UGqYzGqaJSHpyG4jfXz40eHctodhnaMVmmN/vdyvdBxWpKENsMJi561RZ0bMntk4Dj63e0pE3bA9k4p/ArreA96nY6OgOT0UwUJm+TBIqooHHCJifHottiB6tlLChLHl6xGR2LbnviqWxbW5ROQHWeJjcyfVIRFTS6vw91wlKqJ3QTdjk4oeU7k5IY5fmY3i6MLzevRo9Do1fRUzWMnpiXJNtIQl5dJAlCa+f0f2156JqpfxuAH/zPa9h42oeprO7LZrqbCjLTEZ83nPNxnMVSVNl4yodI7uushE0XQK7Tr8Y5aTWVPp8orwm7FYXdKd+j7Xx1bHHqGuOlXUtHOg3yoUJtgcqEEuZw8DhcYvjB7j8toXqS2Mc3/8/7ufzKm6gu9AhLCuNBMGrQsXgUhSVNVBAlRGfMohPovm9iRkI+IM7PcSKBv7UkOZe46OI0kmmLCO6iliJNs6h3JM0G5/AM40jOIc0SH/rQh9i0aRPLly9nYmKCz33uc3z961/nzjvvBOBNb3oTS5Ys4cYbRdr6+uuv5/zzz2fNmjWMjo6yefNmHnvsMd761rce9KkeV8nChpPa2vzaaZkvKYWNY8zPfk3wmwDv3JNpDAQYVxEVZSwGJZUuP5cjGR3Lko3mhb6x/62M/e/TGFOw9Km45YyZwpk3QLxkgKTo0SiISVOzotExy0hLR/2S37qFb/6/9x+UksTRiKYE3Ux48ANXs2poa+a94I1rSRA8WjPb6f9JIBruD6fjTKu2DuGEMn6iEghGFGGPJcmBP6pwQkQSt5lAPDNveQ7PMJodh8lQaQyorPBl3Koiv9tmZFyYnbLQRa/aglOQxPSC125FGYuaxkV5OqgEznvT1rSjpXCVVDoz4nL6pXzBW4akmxko3HrruN/+0vvYUHoz8blrqS3wxchQS8DjVS1OCE4kPIhgTNa0qOQwvsLBLSnKZy0mLmiwovbW9evhKeeoT1pJeU23JCMJFHeGBGMOIyd6ksC7lmAP1OfbTof29MfpFM9e/OIbCXvdLFGqrO7rMKiyDsR5B39np3PyxgV/DIvnpc67LvqJTgnbmYIr5fmEi7uJiprqfE1pe5tWfhsxVRkY+FVCrV8zevLkg8h7taTjkamkc2Gnou++cIpHxhyOHfi7KwS7LBhDfVmPqEEZi1VOuk4ovIrBeAp/LAFn/3cL1QixUYTKBdSW95DkNE7d4N/zyKzPaS5RmMPBYPfu3bzpTW9ix44d9PT0cOaZZ3LnnXeybt06AB5//HF0myfKyMgIb3vb29i5cyd9fX2ce+65fPe7352REL0/HFfJgs37/NYbP0vpF5Nm/a3NZONso4G6+xcUigWSM1djFos0mlcx+CN1bDS9esEdw/+di1+xGasV5UXOlOdttYbzyE704nnEhdKUBCFTS0mDDxXDN//fkSNZPpvYX6LQhDIpyVKLrKpbFc6B1U0tVHjkKglIVg11BoVJzgqp2ZJVRpWRaqGOFDqU0TLj2mmDmjk8NzCZ1yAdK/k+5Hco6vMsuWFR1zoYXPiaLeIDqBXW2nQsTqQRa30OZ//RED+9TZKPi353C9/5Ymfy0T6KdN4bt0pxIh0dMs2lIk2I47wQJCdDnbCUsNejssAhyUF+j3i6hEWNVTJCYR0lx9aQeIrcXkujVzF8qos3bvEnIDeSYB+f6h8R9+QyBRfjCFerKblan2cxvqW2ULp87Z/tw9dMzw3ZcPbHiJZ3dYxZkSYKykrC74/H+E+NEQ92cdnGm7OOTnPMA4Rka2dpQqV7umj0edTmaYKxVremuaZ2JAwJ5EYt+V2a+nwjSjdTPvT0/XowsdIyccJxdbt8TmHjwNtRjsYuHgTPI9hVob6wSGWRh3HBn7B4VSHr68iChqTosWnZuyHwsZXqlE56vKCXuMsnzjs49STrQq73Xzf9SczxFJ5bOAJjSFPUKw6A//E/9k+K//rXv97x+7Zt29i27ciIFBxXq5/eN45d2U20sBev3sDGCczvx+Q9VBijx6vYwCfpyaOf2IN+fC9BfgH1AU/cnvdNEA+PzHj84iPj6LEKzqkLecFbhjrkObN5xT17yHmnU1lWzG5Q3/1CK7jYePIHUZVah5Pjcx0rb92K0sI/ACRoKnRWL21b/vXw1a2AX7gISmItx9LoM+hYSZKRVgkTR8aXHnnvXKJwPKDdDFCHkBREiSg3rPDKYqB03hu3Enapjg7DdHjhG7YS9Wpyo9KiMI7CrZnseX/CoJPUzTVV4ppJHhSkE9BE4ktgb7UiKkGSUySB8G/yxnDem7byg/8p76V8Ui9xoHFrFqchmu9RURGVxJskSnk/xZ2WqKBwQkviK/J7DU5osw5dktPTdirr8yWQiQNFZZEmGLVUlioRDPBtK3AGSdynSboveektGFccoM1KSRR0bHErSUfA7lYjnJEqaEW4uAfdSMg9Ob0jcH1+nsIJy6aMIbVjnX41Kggwzz+FsZWOdBjHDMpa3KrBGw+pz8tl64vxFGFJUVmiOrskM0CHCrcqXc9V27bK/T1N7nQ0dbzteMVkU7GZRsWezmr6Ov1qlOuiC4WMV7ih8MZppXkBLlt/E1GXi9MwxAXpNKCU3O/HQ2xvFybvkSzpm7JvbVEebyLBK8e45VZ3TK9cPu1rTSezPHlCYQ7HDp4NB+dnE8dVskCSoAyE/T7ucAlTCGjMz+NWYqLBPH4pQBk7xZDl+f9pCH+8RZ5qJ9dNJtoZoFDMU10w0PH4bBeDJuHweEIz8Fi1dQjr2imPw9SZ9CaUFSlV09xPAYaM49BMyBJ9DF2VczgieOQ917Dy1q344zodeZHgzmlI584v246uwGRc+OotECgJPBPwy6bj+cRXOJElDtIA2ZURHpTl/N/fSuKniUXqr4ACk25rlXw3JXmw+GWEt5RXeDVLlJdO2wWv3SqdBqWIc63kwDoQlWREJthncRuWOK/kXCLSMUfpsIVdGrcu6mK995Wz8790083ERQeVyHgSxoLS0rWwoEOoD3a+Z2XAG5tahr/gtVspjEV89ZuigHT5lTehI4O3ewLz0KNZd0A5Dsp1MXGMPmEZ7lgD62mi/gIv+p3NfOvfW12YKy79NH5siOeVcLZ3YSZEznTymqtzOZJz1rL9RQWMC/2/bnUi8r/agRkbxz3vJCLXwWrF6Gp5j8UnLeNrmL6r0H78GHoeMrh1S1jSNHpEVS3qlu/RyR/bRv+vEwo76nzl2x/d/8Gew5iNJ8bTHRRPd/yZEgWAJOdkiaxbNSRBq7NXXSFCB82OVLNDFoxGBL/ZjnPmUoyvceoJSdFj/bnXYT2NLrQ6CBu63iJTCwcgas9hDkc7jqtk4Y4df8HY34+x4W3/lTt+feOU5y/63S04DTPl8f5flSGe+ni7NGr7QrBx0Z/wo78+uk3RjgasvHVrR0Iw00gDTE9qXbV1COukBOi2G36zEtqx/9z40XGJR95zDSfeMIQNFE4d4hzU5osDuFNXuNWpSeT5r9sqvICCxq/IdR/nJDFQCVkHIfP0SBNWZeR7qBJwEouTKRnJ/+L0KgG3kJwVbsNmc/+t5CH9X2W7po8Z3IaQnKMSBCMWt26p96aSp71iUOhPSDKiI1H9sposoWk3lWqfv19/3icwvkOceHR//wluf+Iz2XMnfWoo8zB5+Kqp19F5b9xKfjzBf6rVdfW++TNsHGceMCiFu3ABNk5I9uyR6m1PgfrCAioW+crE77xo9bd+CrTW2U1L3gX5HGbn7g63YXvGiQyfWiAqWubdazOeim5YzPAIynXxxhpEXQWwUNxh8Sdk5KRadjq7mNMgzlv2nanwRzS9DxmCMUNUUNSMprDL8P1/bH0mG868ljt/fnD65XN4ZrCh8EZULsBUauhiHrN6KSwqYpXKjAUBuebUpLE1Kx3JxNfyuLVSANAQlSSM8pTC+Jr8A+NsWnEVye49mSP5Ouc1057TXAJx7OJoUUN6pnBcJQtNDJ82lVMAUNheQ8WGyzbejFuJccbq6NEJ2LUHG4Wz1vlOdu0+kqf7nMXhBPArb90KTSnVRLW4DdCx6OtYtcYn5nBc4oGPXM0Z12wjzoFbl3GfqEt4LF4ZzvrP2/jZf2kpZEUFqd4bVxEXNG5NkgyvAl7NZqM2zWRApTK9xk3JypM4B4kvY0E6TpMNC05oM7lW44kykDIQpx0FZST5MJ7CrVka3ZqoSzgOogIm+1sFSV7eU9cTJnssziuchmzTJFab/az21SUFnIbNdOnbseQbIY+9xJsyXrvxjI+y66J+ukYSctsnwBjWua9tCUfQKQARrVqI99Qw7BHDtXpfDt0wKddClJvOfM82fn7r9Gpl0aqF1Ad9nJMGyd99P8noGMp1afQHlJcpCjtBR21FHQ26uwvbVSQptrSSg7HWNvm9lsZA55jjZKhEkrBGv2XY1/Q8ZPAqFme74Xv/dM2kbWdvOne84dkcuZlc0Ntw5rU05uVFLc/KNa2MXPsg3B23ZnGrSSbfmwRaFMnyGttdIi466LAlIRznHdxagukpokfLWaIAiLzqHJ5bsM2q0WEe4xjBcZUsvPiyG3jN2g/BH62Z9vkvf/da1uffQH7hfKLF/dSWd1HYtQ8bhSjXbekpNxpg7ZRxpLkqwYGx+hZRL7r/o7Of853cgQA6Ogf7SwasY6ftSszh+MK9W6/i7D8aAgvehHAXUGB8ULHlnLcP4daFB6C0jJ4oI47hiSdk2LAoAUW7UlHii2Ja4kN+2JJ4qXyvAevI+FGcky6CSdW9jCvPy7iQHLvRLeMPbkMCF+OCSm8kxoW4IMRL4yl0XaSETaIIu2XbJAfVQU1u2BCnTtE6biUNiS9jTJWlBc7//a2MrdJ4ZQi7xbX+F5O8DjatvJrbHxkC4MnLfWyqJbr2um3cd50E89tfPEBUgv77YkzOo7Z0IUVjp3X9TUbHcH/zOHSVcBbMJ1rSm3ktgPA26gOqw/9EBUHmhwMtk7eLXrUFFs2H0TGchQsYW+WhY0kCmolZ9rpL5qESi1MOUd1eNp7YRG7EoENNkt9PQUGJcZtbs5SXwuiJmt77DT/4+851ZePgO1Btktlz6MTRdH9U1pLbVeXOn3wCkJFDJzQkgUNloSa3z6KsdJ+sKwl807TPKjDdefmupQUDr5yQ+Bq3EhH3BPi7WopjG7reAknCev913BV+/tl4u3OYw2HjANOanbjttts488wzM7e5Cy64gNtvvz17/rLLLhM5wbZ/73znO/d7zF27dvGWt7yFxYsXUygU2LhxIw888EDHNu94xztYvXo1+XyewcFBXvayl/Gb3/zmYE4dgK99/SOMXrZqv6Q2Z/FCwmUDmMAh2FtHuQ66WEQP9KOCgDurf8+Xk//Fl80XOv6142haFI82PPT+qw8qUQAobD+or2kLM4xNzOH4xE9vu1qkO1Mfj2DM4E+IU6tXlZGeYFQq/DqU8R3jS3KgjCXsliC8WaFPfAnWrRL+QGWBprJIU17i0OgWt9h6r0YnotsOUq3M7zV4ZYtxEefglIswtloztsohzikafVrc3H1Fo1dM3KKiwpuwacdDEokkB/64pedBQ3FXajCl5XxAiNAoiIqSVJQXOYyt1BgXwh6Iui21Ba31cOPgOwC4/ZEhLn7lZlbfMkRcbI31hb2GVVuHOPGGIaqLLGGPZfc5eUZOLaFDQ7ykf8rn3iyqqFKRyikLqD5/BWG3h1O3FB8cBys691bDvJ9HXPLSW7ji0k8Lh2IaxHnFjhcP4i5aSLRsHpWlEHZb9p6l2Hu2IuyS9cJ4irgrAGOoLS62ugfpCJmy0nXJ7VXoULoH08Fq6TzkRgzFpyxJznYkChtP/iAb57+TZN8wJIk4a8/h6IJSrD/3Oi5+xWYufuVmymt6sG7rvuJWDYmvwUJhl8GrpTylfTXCbpck0AR7w+w60NWQJFAkOZXKGGuso6jPz+GUQ2y9waZl72bT4j9FpwmyLhVnOLk5HItoEpwP99+xgoOKwpYuXcpNN93Ej3/8Y370ox/x4he/mJe97GX88pe/zLZ529vexo4dO7J/t9wys2ymtZaXv/zlPPzww/zbv/0bP/3pT1mxYgVXXnkllUol2+7cc8/lb/7mb/j1r3/NnXfeibWW9evXkxxCy/euz75tv52fZKBLWpCVCHfvBGagF93dhfL9Kd4JzzbWXXhszMae8pHDk+765S37N1HToTp8c5Q5HBf42Z9dhT8mPAHjSuXfrdsO35M47SCoBBo9iiRQjC93SPJQm6cZXeNQWSBE19o8RWNAYdPgu7mf1TJqJMRiRW1QpYpE8jpe1ZLfJ6ZQXsVQ2pFQfMrijctsdNglHIRGnyLOK5F2rFjKy1TaDZBkwx+TgDfOS7ISlVJZ0GFDo0fR6NaUFztUF0pCEnVJgpAFPREdhnBErV9GTnKx03TtitsV/b9K1Y0cKC83DJ9u2XtmgC53eias069GeT7uyhWUz1hEkpPEx7gKf7SBnqhQnedQ71cs+fo4+f+4l/w3f4P3mydRuQDldrYC1rmvpf9bT+JWLbtespIn1hVRCSz7asz8H8k5lZek/jUpsdzkPAn40xn0ptxs8/eeRxMGf2rp+5Uit1vjTaiM99BEdbGQm/PDpkP9aL3/Oti9F+W6OH192Gr92IoAnkGs06+e9SjvEYfSxD0BKOGyWK2oL8iz/gXXcfm6m3BCUc+qzdNEJYVxFMZTjJ3UlXUIje+QeIpv/fv7uOMXN1DYGaFicEL5sniVmG/+n/dz1w+vA0dju4vYni6SpYPY7iKqr/fZee/HCDYu+pNn+xQODvYI/TtGcFBjSC996Us7fr/hhhu47bbbuPvuuznttNMAKBQKLFy4cLrdp+CBBx7g7rvv5he/+EW2/2233cbChQv5/Oc/n7nMvf3tb8/2OeGEE/jUpz7FWWedxaOPPsrq1aunPXaj0eiwwB4fb0nzPfT+q1m1beuUqvP6/BtwFs7nrrT9fjB4prsJG553LbWVx0bL+9c3HHnH5HYTrv2NIa38zNa5MaQ5dMA6UB9QFLdLh6HeLYG8E0JYEhWh8dXizxHnxbnYOhJYh91CGm70SyXaupC4pPwYUccBiLoUYa/CrVh0lJKe66mikmrNyOtYRoSMK0ZsNhKH5mDUokMoDSfoJB2P1ZrSEyIDiwWnIZ0F48jrJb74lRgXcsOQ3yelKydSuBU5bn1AEYyoNMFoEqAta6/fRvEJS/SHp3PijUMyDjSvTSmoeYkpqCwxVBcpMMKfSFxSF2TLxMk92ee84ZyP46xZiTKWiTPmYx1Fo0sTF+Cev5CA+/zf30ptvmLwZxHc8xtwXVFLGh3DmdePiSLWOa/JlHbU2SdT783hRJbh0xWJb8jt1TiNhOL2mKiYo7IIKgs1/oQFfJT1OsiqftngVhP8kQb1Bfn0szc4DUVuRN7z8KkOjT6TempA4lvG1mgGfjnJQDOOScbGcXt7oBGi/M7XmkMLz2bH3RkcIG56G6k0wDdQPqEEkBkkFnclmQgBtjVymOQc/NEQr9Ianfv6XR/kRb+zmfyTZaL+fMfr2YWDqEaIihN0VUOczCidOjeJkGKGTuIcjg4cMmchSRK+8IUvUKlUuOCCC7LH//Ef/5F/+Id/YOHChbz0pS/l2muvpVAoTHuMZjCfy+Wyx7TWBEHAt7/97WktqSuVCn/zN3/DypUrWbZs2Yznd+ONN/KJT3xixuenG09pJyQd7bjznmOjq/C0on1tmeH+PJcozGEyfvJZCVRP++A28rtlFKjRp2koCcDdqqW6CKKiOILHBUkkagss/ojCH5PAuCmF5I8pnFrL/AsL3qg4h+tYEpL8HiPKR6REaNsyDWt2IECI1NaB4i6pVqqkRVAOxg21fo03YYm6FJG2FHcbmmaG4yc4kkTUpWqe+JY4rzGO8CdqCyy6Ib4TKlbEpXRfB8IeQ9iTnjxMUWISB3Ql7saOvC/jWUzbdZcElr1nak774DZKTxh6jcH0lUgKLiio9WkmToAFP2p1hPeepZj3M0Ph/r3Y008i6ssR5+V9KAv5B/Po7bukOLKki/DELho9iokVMiqGFanYRp+HMpbuR0N6HzCMrcoxsUzT84jBadWMAPAmYnL3PAq93TBfgrxmgN8aTbI0+sAbl2wpyVuMZzsIzRuedy3KdUUWNoph4TySnI+uNtjY+4eZzv8cnn2YxYPSVYgsTt0QdTkiOGDScbVUtCDxVcZXakJZi7KWxjx/SiLoVWJqS0p88/+KMMAVl38apxLhVOvYvcMirNTfi9k3wmQ0/UGOV6wPXo8zf16mvNZuxvh7Z133LJ3V7DGnhnQA3HvvvVxwwQXU63VKpRJf+tKXMuvo3//932fFihUsXryYn//853zgAx/gvvvu41//9V+nPdbJJ5/M8uXL+dCHPsRnP/tZisUi27Zt48knn2THjh0d2/7lX/4l73//+6lUKqxdu5Yvf/nL+PtRGPjQhz7E1Ve32sXj4+P7TS6OdZzztiF+8t+OD3Ogdedfz5fv/lhGen7Bm4eoLlBUF5sZk4Y5zGEyfnnTVZz2gW3oWKryjqeI81KtR1n8cZWShCWIz+9U5PdY4SDEMt9cWwhYyO8zGE84BjqS4N2tNcnOFq8mgYiTyJhRO5ojL8pa3AYdQbrVqqO6H4yJb4Px5Gfjyrm7dUv3YwlWKxrdTTd0kYvFB9Ww5HeLmpITqSyBMJ6IADShQ9VpwNZ8aQVKSSBtHXCqiu7tUBtUhD3i8CzeD5aoJM7R1QX9dD2Z4KRjXo0BRffDtsPULr9L4TQM4bI+wh53SjAWLu3De3JHVhw5613bmFhpwCq6HxGnar9sye0L8e/fQbxrD5iEeff20H32auoDXsfxnLoh/+sdxHv34ViLU+/Huk72us3/C3sMlSVaCO1VCEbVFJUm1YghCLCVCsnefaiRUbF5SZJjqvD0TONQqunt40uHUom/68fXzfjcBa/dmnKDFImvKOw2mUeJ1eBNGFRs8UcTITu34Wtf7eSneHsqqOExTKWKyuUwIyOoMMSEERu63jLFELGdwH+84a7GP878pLMfebKjCcdRM+Sgk4W1a9dyzz33MDY2xhe/+EXe/OY3841vfINTTz21Y1zojDPOYNGiRVxxxRU89NBD044LeZ7Hv/7rv/KHf/iH9Pf34zgOV155JZs2bcJOmvt8/etfz7p169ixYwdbtmzhNa95Dd/5znc6uhLtCIKAYFLWvnLrFs76m/+G01A8+P7nVmD9k/92NWe+ZxvVxTYzKLP6ueUvcOWLbsC9/ynYs6fj8UafIsmD9S0qbFYIwR85RGL0HI4b/PLmq3jeHw8RDMNYKpJmHbl24qIlCcTIza3Kd6o2X4kuuy+VbRVLcN3oUQTjYnymjJCmm6NGzc4AtGRSm8FIu7MxgD8WE3U5HZXu9uelU2Eo7pQRKKuExKzD1KvAk+4IStylE1+1JFmB2iKLU1ckOVknJhuSZaaIVo7R5F+IlKvK1paox1DRGqcOXkWRJDKy1UzWk7ylvNwCDr0PxSS+ojZoqfdDbYHPxa/cTOmBMZbECdXVkihMh7DXJVjcGmutz4OeB1RmpHfxKzeT2xOiv/8L4rjFt0hGx/DveYTo4hOlk5N+lsVf7CB+artss2+Y4NtV/NNWU11W7NTVTyC3T1FZLA7xXnlqVKAaYRbU6CDAhiEqn+fOo4zbdrThUIL9p3NUxx+LocfFbYBKDGGXptGjcUKLVxZOkTailDRTMWrjSe9HlauQGOEr1BuZiaBNv5emjYfZjrlRJCkAOiMV7rjvZnnATPW1msOzi4NOFnzfZ80auauee+65/PCHP+Qzn/kMn/3sZ6ds+8IXvhCABx98cEZuwbnnnpslH2EYMjg4yAtf+EKe//znd2zX09NDT08PJ554Iueffz59fX186Utf4nWve92sz906gIXcHsWVF3/qOee2+fNbr+K8N22lNk8T5yHqsawa2oo3rqVSqLPJCXJ7FfduPfJcgqcTzo9/Q1Kvdzx27h8OMfaiCAwUH/Dxxyz3/OVzKxGcw9OL5vfl1A9vIypZdKQoPCFV9LBH4Y8Lf0DkSNv8EVyVmbV5lVaC7tZkbCFxNMYTgzVlbGqSJtVLnXozNDkO1pOEIOx2JThPyW+6IUlAM8mANHFoczoXDoREMWLSpvDT8wlLirgovhGyL8Q56QQ49ZS7UGody+r0dSMl5oZW5pFEEahtNCNSxHlLVCRTERK52LYPVkFliSXscVNTN0v3w4quJyKKP3+KePsOnJNWZ8RyfzQm6nKz4L75Xhsr+tm05F089epVmEFL332d1VjvyX1ZoqBzOVQ+j12xiLA3h3UkSfAmEoLHR4if6uxY2zjG+FNvg8paSk8mRKm8a35Y/He+fkfLyM7s3I1J1yOTVojnEoWjH5duuhmVWILdFazvovpzYMW1XBkZC/QqknR7VUOc18T5qYWn9ed9grt+8HEAkoceBaXRuQBrDDYKp2x/vCcEM2HjSe9HF3MdwgB2oryfPY4OzI0hHSSMMR1E4nbcc889ACxatOiAx+npEWLcAw88wI9+9CM++cmZZ/KttVhrZ3zdA6E+YKnPf3ZnBV98xY3428cx3XnUrx7G1NIg2CQ4A/2EZ54wpcU5G/zgf0on4UW/s5lGj6berwl700N7QNparSwxrN4yhHFlbjPYp7EO/Ob6ozeBuLP699nPG+e/k7HL1zB2jqZ4n8/8n4bk73uCpP/YIH3P4ejDrz59FWf9qSh3OQ0J+oMxS9glBGcnEglU64iWv9WQGzOd6mrNwrxuGTthWwF1+wiSdeT+KMZOLenOOC9GbAowgRL32DSpyDoTqjOgtum0TVjS6ETkXRs94orc6AfjSLFAh8JZQIEJJDGSc5EKOpD6T8h56gS8YU3YYzMag3UQ+dm069C+/WRY1xKV5Pi5vZrCHhnliFYMohf2YZTCHw1x6jEmcKc1Rwt7XNyFAygDC3+Q4NRjLvrdLWDBn0hI0gTA6e2h/vw1xEUnc+BV1pLfWUffc/+UQoMz0E906goa/V5HJ6e9i9P7gKGySDOx1KHriUkntuYE9IOPohfOx+YDrHeMjE4c5/jG7R/g8nU3YQo+UcnDuHI9N7t/bt3i1ixJINdw8zuhrO0YO3F2jrBx/juhvxd38SJsvU4yMobS6qASg+M5idh40vuprp0nHhW1EuvPvQ5nrIINo2f71A6MI6FmdAyNMR1UsvChD32ITZs2sXz5ciYmJvjc5z7H17/+de68804eeughPve5z/GSl7yEgYEBfv7zn3PVVVdxySWXcOaZZ2bHOPnkk7nxxht5xSteAcAXvvAFBgcHWb58Offeey/vfve7efnLX8769esBePjhh/nnf/5n1q9fz+DgIE8++SQ33XQT+Xyel7zkJQf/jhUkOcvEkmfXjy7scbG6R7SdLz0VryLRgFMOafTkSPKai1+5ORsH+Pa/vm//B5yEb/37+7ji0k+TG3XZc5aHThTGWqxns+qh1RI0WC3VRbesOPnabcRFCU6SoDW77DQUD37g6KnY156/iu/983uz3zee/EGixf2E/XNOmXM4dDSlRXWo8McUSQC54bSyrpUQH1PHV53YjIjbRGbYZiUxaA8+22FcCfxVIu7LiacgNW2LCk3pRjlekwfh1YwkG+3k40wCVfwadCxk6SQQXgIKCjusSLAWZDTKLWviohFn4hgIoCPjscJdMEHqEJ12JZx6m1O6leOhLOYAl5x1JSnpetykwXsNZ/co9TXz8b/zS3SjgbN8KbUzFklQZlK369hifI1xFeNru+h6Mib/ZIXy6lKWWCWBJrdwAaa/i+rSLoyvOj7v3K4G6qf3ZZV/+bAc3PnzqJy9HBOoKYlX+/9u3ZDfA+MrZCxlQ+nN3Fn+O3ntrgB92moq8wtpVfoYuvMf5/iPL3+Q9S+8HutqvEpMVHJJfIX1momifPfdqsF4iuLj49z50+s7jnH747eyoecPUCPj3J6Sc9fn34CaYd5+unGj4y1RyLgn2sHp76V+zkpIJ46culzUZuduEQ2Yw1GFg4qYd+/ezZve9CZ27NhBT08PZ555JnfeeSfr1q3jiSee4Ctf+Qq33norlUqFZcuW8apXvYqPfrRz1Oe+++5jbGws+33Hjh1cffXV7Nq1i0WLFvGmN72Ja6+9Nns+l8vxrW99i1tvvZWRkREWLFjAJZdcwne/+13mz59/cO+2bS0vL7esuWmIBz/47ATA3/7X93HpppuxruJb/3ZwicBs8dVvfBiA8964lbBLEfYorCOEyahk0zEDCQIe+NDUz+H5/2mIuCD7hT12eiflZwnf+P/e3/H7Hb+5Kft5zS1DzzlOyhyeGfzqxqs45SPb8MptxOMYrE/mzuxVYaaS0OTkYHKiEOcUOkmDES0JQ3VQyNJOaLPiQHWRmL3l90Bu1BAHaWIRiOZ7s9MQ51IuRFFLsKqkM6FjqYy7ZUOjV5MEwsEACPYqQBOXDNYoGTny2pKcWFSPmgG5daXIkFgpHvgjOh19Skc30u33B6ugukCM5qJun9rCRShjUauWY/sKjM8PMK6c87fb3KQ3nvIhRs6Zx74zFEu/lhD3BB0eCMZXTDx/yZTPW6RuLe6D2zGA7upC93Rj9u6T0aF8DhMowqLGq8587rk9IePLCxR2W4oPj5HUamw4+2NUVnbBggDJtOR1v/Mv753xOHM4+lBZWiAqKPyyJNlNMYPEk2vUaUjS7U0kqMe2T3+QJCHZuzf71UYxGDsrP4njSQlpnX41KCV+JEsWYbqK1JaUUpEFETmICw5JrkB+YgFs3/Vsn/IskLo7HvYxjg0oO5lJ/BzF+Pg4PT09jI2N0d0toyqrNw+BEpWTX2w5esdvnk6c+Z5tU1Q+ZsLp791GbaFl3k8t3//HI580rLx1K25VZYTKBz589ZTnZ5OszHkrPHs4961D1AYVbk0CROvCLzYfW9fWme/eJmNGqmVa5pclQjWpxOJk067ZwHjy3daxpdGls2M4kSQJzWA67IWoyxIMiyRrXAB/Qjp9/rhFxXJ9BBOGRpfGq9mss5D4ivqAJAthD/hjEvSE3YraAoMyKiVcS5fBehYVdXYVVEpVcGuitASAEo5DXLQ4DYVTa3YWZLSpmYjsF2nHIr9bxrp6Hk5AwfApjnQzQ+j/peXuz7eu3XUXfpInX1yi0W+Ydw/03TNKZY2s3wfyM1DW4o0nmRGcExpyT44T9+YJ+3y++X+k4HDJb99CEugp++Z2NRhfnWf4VEX/Ly0DX3sUMzbOxKYzSHyFXzbyGabnMZcsHL3YcOa16JFxkr370MsWUz5tkKigiYqKwp4Et5IQ9rT4Mk1ekrKW/PYaX777Y9Med33wemwUZh2C/SUJ03URnovk5vXB68EabByjUuJ/k4/g9PWhukugFI2V84hzDm49kVHK1BhThwa3HPKV73+8I147WtCMJZfddh06P73AzmxhanWe+KPrjsr3ORnP7izOs4ymE+cpH93GJS+9hdzuOkng4D+4g9u3//mzfHYHjxe9bPNBdylmmygA/GLLVZz5nm3CfTgMnHjjkJhdJQq0BGXNJD0uNBdpWH3LkFQ44zQoCGDVtq2ZrrxKFElXgq5r2S4NeuYShSOLUz+8jTj1HHKrMkKjE/DGoT4I/jjohtxg45LCm5AAVxlwanD2Hw1l6jXHAqIu8J9KycL9EnjLDLy8R+N2yp12dBLSmFMZGSdCCcG56RZtlZCi46Iiv8cwsUyT2ycJQ25Y1JdMVdHok1n/JCfKRWGfvH5UVFniYDydVePDohbvhaIkaJg0WXOkS+GNCy9JGQh7rHQPTDYB0IJqTSQZNyU1K9ANlY0bGdei/FZSERdaHZH9QVmRIO15JMGpG3J761SX5HGr4E3IqFVYam1/xaWf5smNJaIu0+GLc/7rtuKEMuJlHEW9Xz70YNRko4kXv3IzQKaypKzFJIryib0dnQuA4i93Uj1lYUZiNS4EIwkmcKgNarofsvT9bBRbqcKa5Yyc5OBPyFhY9t7mRpBmhXaDvWcSd/68xYG85LdvQceW/J6I7//jB+W8Lvwk9QEPncj9yLitJL4xMHNAOB2RWQUBttHoSAL2l0QcqwnDpiXvAsD2dWPyHs7uMaLl8zAXn47VCrcS0ejxCXbXsJ7G5F3qXRI8eJWYOOeknUmLW21QXVoU3wvXwfiHF4TP4cjjuE4Wmvj1p1oB8yW/dQv1C0549k7mMPB0jTO14+e3XsXqLQfvcH3aB7ZRH7CYwELq0Tft6EIacFgFNkjVX9pUWNqlHtWSGoGbYIyit6vGnu296PIcyfBI4NQPb8OkzsSOgfxuIcgnueYYjvzuNMAbtzgRVBaJcpBbg9JO8QAoL9bE/rHTagVZD87+oyG8GhR2m1YXQZMF501YJVVylYjHQrMiCbJdVFQibZoSm53Q4oTgVROshu7HjXQautNA1ZHPVSVp5R4J7N2KwjrSDQhGLFFJnJq9CqCgPqiyfZvXlXWglhfycVSU0Qqr02DfwoGEODKSc6iE69TkP8dKEnhrwW3zZpiB5Jx9HpFi+b/sxOZ9eOgJITEueR5e2eJPCKkUJBkoL9FUfycHykwx0GzvPMyEJsfroleJa65VChN0cr82LvoT9m1YTf70hRQeGSPqL7DrhQWMB4u/WWfXecVMMW7DmddSvWgttUEX40uAE5Y0XkX4Fc/E2vtcwLORKEzGN//v+1l34Scxbutm4ozV8Ko5kqD5JVcZt8/sZ1qomRi0YzrvBOW6MyYFx2KicNGrtsD5K8jvbhDnHaIuF2d+AR0Z0IpgZ1nGjkoe4WAe48gItFNPSHIOYXcr9LSOS9jjyRqSdnbMsXDPmCM4H9/45v+T1nSzMgUQjET4j+3j9oe3PlundVTBeJaTP7YN41vu/2hnxXjdhZ9ENRJGTu+mvFSR5C1x0aIGFBxJ2wMFcd1FFQxR2Wdv6KKCBOsnrPqnG8Aq7O5grstwAKz8zFYJ9izkhmXsRBnpHDiZAg/U5pOZjeX2WJJ0Vl6XwW1IAJzfDV7NythLSbcIwAmc8/YhfvJfj53uQm2wRXR1ay3J1Hq/Jhi12Ux8e+LQnigYT6VdAJPeANMAXUuQ3ejWuPWWDKtXMURFUTJyapKExcVmd0bhlVv8hLBLUZsvpnFJACjxgTAORN1imGY8iHwZGdKRJDnehCQgxgfVkOvxQFyDduhYEhbjt0aRUG38pwPAKqiv6MOJDE4Y4czrp7zIkSpkWqUvL3KoD4qjNEBu7+EtGt/5l/dy0au2TDsiFJ20BONAWHJgRQ/1AYeoS4QfdlxUpNHXek+jZ/RSWSSS1DqE3Kjl7s/J2rLx9I8c1jnO4ZlBu9RpbWEOLFx+5U34uyuYHmmdJp5IIZN2ioyniPKa81+3VWSR67bju2QbDZQ7NYyaKQHY0PUW7Ekn7Nck7mjGWX+6jbgI5hQH44JbLaCMFFVAyyiRA2pekSSv0/EiUi6UJepq+6xSoYZkUmLQ6NaUlyv4l2fynR0CrDpwxWU2xzhGMJcszIBmBeqC125lYlmAXrSYC1+zhfwumb/76jeP4xuEldGTsEcJz6AmgYPxoPC8IoP3VPjh30lguHrzUOr+SmbodMgvq5GxJdeCY8FA3HDBsfi5iKjhYsd9klwCoT6iuclzESf82VaR5/QtuT0ab8ISLVQEI605dwAUBKOp/Gc60258+XtYBfFCTX6PzUZYGj3iL9DIa9CQ+GJmdsZV27h327HBX/jN9Vdx5ru3oWOLXzGZFGowKu8zafM9UKlUqdWikJR4KiMaW62J8wqvYsmNGJSRCr1XkxGaqKCysabqIpUpkzUhvA9L2CMVfGUgyUPpCQAZbwrGDLX5Gh1KkpH4QsqW5M5iPPk56rYYz2IKCdbVmYHhdMjIzY58P5SRUTO0yroXUUCnMlP7/ukYVPtokvEsY6t8Bn9apvLbZxMVFOVlkN8l3xkdWUzQShScuqL41OGX3tQkWl6zEFSoRXi1gLCk8KpK/l4Kuh6R5LjnAXjxi29kz9k56qcpCjvAn5AuSPs9PhooHvY5PtexafV7sYUccXeOr3znmfc3uuLyT5P051j/gutI8h6qz0+NFx3swiL+WIhTS6CkCYsavyIzeqLM1VkImAxrLOuc16BLJZTrTqvko/v6UI7GzOsj6pcRm/X+60AfO53w839/K4XEUnEcopKsEdXFRrhNgab7MYOOFWFJUV7o4FVbxpD1PkVUUrh1yA0borwiyYnZoduwxIGsmUkgcUVh+zFUcj9OMJcsHADf+6dWZfriV2wm7PFo9Gpe8JYhnIbFiSzf+eLxRWzTsTib2lSaMc7bdHQC6gOKJ65oDR4/9L6rWXnr1llVHifLQU6GMoBR2aaqJjOPuJZozJOkxICKjp+v9crPSLfrUDooWVU8bae6NUkKkgC8CZEMbfRKpcitWOKiotELjQEFRgLQYFS6B2G3VJDinPwfFSWhhFSat0s4KsdSwmC1BPwTyxycus3I91anwX5aRcOSyZY2jduUkZsiCryKyJ9GBYXbkCQBpCNTXqJRMdQWWJy6VOmBDr8B44HSElQrY4kL0i0ACMYMYZcS07jEohsKtwJhtyR0ze2SXKpq5FpUQ2fO003I7y1H58wYjiZfwZKkPCNJ+kVGVYeSPGDJPp8kJ9tN6VooGF8NEytLJEGLQFpdDF1PGoZPbRKd5dyKTyl6Hq51HOKMa7YdtJnkt//1fVzy27cQF8R3wtUyslVeUWRiqcYrWyoLHUbXWnruhx//Dyl0XPDarYytDKjPsxS2K0rbkyy588uGS377Frzx6IgXjprz7cfieMpMuP2hLc/q63u7y3hRTLygB2UsXjkm7HHJ75CZyrt+8HEuW3+TcHwWKuIxTTCeKpY5ika3IpgwIkfcBvWCM7jr+0J+3tj/VnDdzNW7iY0Db+eO1KzvwtdsofSQGI7dFX6ede5rn+Z3fvh44euFI+QYmFjq0BiQIoRK78VxwRLnLdbV2bqV5Cz5XQq/LIWU2nyV8RKrgzqVd069WhxFbVA4UU5digzZONhRDGvhcOWBjiV5oeMnqjoCaCfGXfLbt2C1BAsXvmYLOrYH7YVwNGL9udcduEWazXC3iI3Gk/nl6ZKCR95zjQS1k5OB9HevrHCrEgA5dZhYaTqIltk+FrwJTTAqwVBUsh3E5qbrbfs+x4syUjNpwDJ7eVsj1XJvQhbysEvGWqxOF2sFUUnGLsJeRaPXZsGxjiUATfLIyJcjARVAdbElt0cSiyRn0Yki8YWk640p1tw0hNXw0FEub+s0xCwNJd9LtyHkZrdmifOiPNR0Z/YrUh2rLHSyjoNOpAPh1i21+YrcvjSZcsAvW3FXzpEpDMVF28ENgHT0R0vQUh9UqEi6C3FBjNvinEoN5OSaiYxcBzoSnoOykAS2xftRdKofpbCOcCNEwrUV8KtE3odNj6nitkRGpWRqnRKmndZz2etNIj43uxTKkpnA6TA9f+MInyKR82j0wchJOc5709ZsBKhntzgp7zzPp/iUzQL7yTjn7UM4DbIOZ23ApbpQUZ9nKT2uqQ9KpzPJGaptLcjagtbJlhdr4gIEwyl5P68yH4xgFIo/fYLbn/qz2XyVDgpfNl+YlfTmHGaPO3756ezny9bfRNjjkgSK6tICpftGADCBqJH1PJxknJ6oIOOUXtViHOkeXviaLXT/epTyiT2wJJ8d16xeirN3HDsyxsaBt2PKFZzFC2DRYLZNWNToRstw7MvxPz0D7/7Qcd6btuKmppHGk/tB4gv3MEGuZavFhynsFrllhWxTWwAYJ5WKluJFVJK1NMkpopJI0/oTUNwhyYNbtTR6NIW9hyA390zjOOMsHFfSqa946Z/zpf/zp0dMomrT4j+FfA6bDyAxxANFwl6fb/7f9x9456cRl7z0lkwW8IDb/tYtGU+jiQ09f0DtkpPBQG5vPaucNLH2E9uIukwWJM6ogtIWuDbdop1QNN2bAZFbm97jYfXmoUytCmDV0Fa8smbwpzHFR8ZJunJsf1GB+mBrUXErUp1wJxRhv+kgQ4Msao++6+hPHM55xxBuzTLwH48TL5vHl7977ZRtVm8ZQsXiwtvxPmeZLKy9fhtxTv52TkPm4pO8pfSEBLRhN5kxn44g6kn/Zm3JoUqENOtWFFHR4tbSYNIDFQG6ldDphsIJFaXHJHC2GpL8VM7L0YbTPrCNYMSiI0mOpFsg1eU4pyToLyqCcSFCVwd1NrbQ6NUyKlcCf9RifEmgVCI3zriQJrtp0KwMWcUdWt2i9kTQCRXuROrVEJEF7yqRwD3Oy+NOCPV+4UnERTvlWtgf3LLKFM+M3+RatD1flSSi2QVRicqChmaU5dY6TR11LN2PJG+zG2TT/Rkgt0e8Jhrz5Hq2SvYpPaaop7GWPwoDvwoZOdGnvMzi1kUpyupUjauuKG6XwC7sVlQWKaLudH2wbYmPI4lCsE/eVGNe21qRFiTyu6G8wuLUFKUnLfm9MkI2WUlpDlOxadU12MBHjU1A4HP7Iy1BjE3L3s3tT3zmWTw7uPDVW6j3afyycIacuiHOa8IuqXhbLddvVJAvhVc12Xe2WZDSUYu3hUX4WYgbO1Y6gE7DEHVJUvLd/3VsTR+c+Z5t6NDi1kXNrdavqC2QrmJSaK0nTl2uK2Va8skqbvm26EiKgMWnoLwM0JDbrbIxVrcin7UyEJXS+04Eub2Wn912zVEpKdqUTl36Z584ItKpT77r6JSInYzjqrOQ5B1e8ubPHrEFP96566hsFSf+/iODS19yS2ZqNjlRANA93VilGFvj0jjP47QPbiPOtUYatJLg0glVBwlwMtqdbef/yLL7HNURPDz03pkDxfZEAeDhq1My4eA7AHDnDzDvXo96r5MZzTXdbSsLFd54qi7jScWiaTK18h8/jesnxDsKPPKfj87EobgjwaknlM9ZilNLOO3920gC6HvAUB3UVBdbtJXP0DSDy5RL4I0dOCpcc/MQNEdUtASYcdHgj2rq/SJ7agIJlFQiUpsmaAV5mWKVYzGaLLDUYRorppwWrBzbqesONSVlZORJJ+pZNUacDdyqjBE1Sd9RQeNE4pLcVO8JxiWgjorSaYiKohdu3JQ3oGRMK8nLPL7TUGm1P30Ra9METH5tjgQ18ci7r8kSBuNAY8BkHQcdSsCsDLgVTdRlOpLFVdu2Cu/Bt50chf2M/MVF2zJqa+vwCWdFiexxM3gyaaKSFgCkq5EmEip1gvYsxk19HdJRBLeWBvpNkmMA91/bGi868QYJMCtLbNbliHNQ2OWS5CSJCf10ZMlI8oW2jJ5CSvSQ76dbTb0i0tdNAotb0eR3pZ2vwOJNaBJffCSchiRaOrJ0PQLFnQk6thTvH+aOX994cF+e4xS1k+ajQ4Nd2oM70SktavoOLyDaUHgjd1b/furjPX+A7u6CwIco5vbHtgGtkS53yWLqJy+Sc5jn4VUto2s0wTDkRlTmG3TRq7bg1iR5wEqi0EyEm4mCcdMAN0nJvEYe16EVxTRfvmzfuP0Dh/Veny2c9KkhShV5X8aD6jxNXISoS9auyZxc60gRwC3LhxQXbEfnMMlZags0+T1yPzA+acKVrh/p/cAqWXeSHDT6jv4xpDmC83MYUdFBWcuLfmcz3/r3Z6ZCdMlv3zLrTkN7EH+oeNHvbOY7B3hvB3qNaNk86v0OSVqlVInMsvvjEiQpA2FJVF2SQE0xZJLARZHbo3jh67diHfjBPx2ZwDzZNyw/7Bsm94BLcckiqqcsJMkpdMOK8dKIJgk0xpWAbWylpjEg551EDtGoj7Jwwl9u4dE/PjoqPpf81i0kOU2jR+OWNDoyVBY6GNehttDgj2gaXYrKUptVRiVDSBVzZnDhXnfhJxk9qcje57UqPf64Iuqy2Xy4MuAPa5yGLORNqdAkZ7OxFNMMuNqgLGmwmrbsu6Rz5I3LjTMuKvK70vGyyBKMyew+1lIflDZ05hx8FOLUD23DN/Idx8qN07jg1lvbNBWKUGQJQtiTjvPUZVwuLlqsK615SMeCNC3nY8UUedDJONRRupmOu+aWIVTS8jWZjGaikMGmFUO/M4GwGkiTgPYEIztO21hiu/Rq6XGISpqoBPd9fCoH4YGPXJ1JNOtYpV0UhV9OGPe1fI/HJOFovgdrpNOpG4pgWJHfawnGDGOrHMIeS+JLVwRluXfr1GvlzPdsw5uQNQ7kOxsVFF4VVLk67ec0h05ctvFmMJa4kBZxnIArLv00jQEPp27JaSn43LHns4d0/OkSBYA7x/6aTauuIVrYw1e+3SJQz1TMO/91WynsErK602h9R7vu3U20pJc47+PWTTqeqTNTRmhxvZS12PRLbbUi7JEEYzbSvu3Y0PMHmImJo6LwePLHt2F9GTsVDqLNJJuFw9V5fVsl17hbk7WsmZgLt0sKTm5NY1xLbRD8cZUdRxTlFKUnUiJ5pIgLgAG/8mx9ArOHsp0F0UM9xrGC4ypZALBK4dViLlt/E1+/64MHte+hmKd88/++f8bX2lB6M3eW/y773a3FvPjFN/K1r33ooF6jiRe9bOYkaOMpH+qojLW3gzeteR+3P9iSii0vz0uLsCrEViFzStAo5ykyaTq2hHsdyqmTa7MiWtiu6X48yRRVsoBqFlj/guu464fXTXm8WSFSritsT63QvT2Y4VEKP4uonL0sraw3cGpOdsO4bP1NVBYFmAktIwmhbo19REoqtopnvcvQ7PCc/PFt+KMKryKGW+XlUrkJey1RV2ssBEhn6RUPfmD6yvz6F1yHKfmMr0xLvlaCwMZAOroRK5HPVNDoF38EFauUSC7V37B7ZrfiJpkVhASb35NyHhzRy3bqlmDUUhvUJFpm7JvKPNimlOfRyyvxKjKiZRW4ocxfNfkcUUGckkHGf4JhS3WhjHI5qcx64pO17JO0M+M0VGtcR9ln7X0/mPJFVn5m67TKRdP5MDQThSlQaWckTQymJBqTYF3L6FpZX4LhmTf0xhRRt8UfU3Q9bvAqhtyeOv54SQoZMdhQQfoZN31BmqpVwbhBWUvpKcO4m4rmw4yjb1aJNKY/YfDHIoyvKQ3X0ZU6Zl4PGwff0SpW8NwiIB8pOLUE3YhRxmI8Bx0loBS53QZ39zjmsacwSfK0GJHFjz2Bs29kVtvqRIJTmwa2F79yM6X7RkgeehQ3txbd5cnoYSCco2x0Lu0kRAUZN2yuxYfi3n3xKzfjlhNySuEMDh54h6cRL/qdzew836G0W4qD5WWytlvX4g9r4q7WREB7gcd60pnLuAvGEreJg5kgTSRSrwodQn1QunjeqOxTXaBwGorcsHRrrVL4E8dQFH2c4LhKFpoSesZVB5XRtZPN2he52S52X7/rg7z4ihv52lc7k4D2RAHgq//xYTae8VGufNENfOVbnQobF79ic1rRUygrIzU6NB2tzv0ZA1VX92XHAOAFS7n4lZvRkcWeNp+LX7kZqxRhl8aLpQqsI1FvaXSL+RBWZOSykR/AqbfGYLyyVAlyo0nHXHKzxTsTrrz4U9QHAzm3ZUWRNrSQ31Hjy3cLX6L5WV+66WbRck71m92q6NgbX8nPgUttQctFZ+9ZAYkvLVQAXZtMZEjnpY8Anv8HQ/zorw9+pOa092/jl7dIdbU+mBDsc6j1O9T7FUmQznCnFWiVVnitN3Og+bw/HqL78Ri7qMjwKW5GKhVClkpn0K0oWiTSaWgmdsGIFd37nGj5oy1JjhmDv+y4Kh1nyqeqQS54Y/K4yIpCMl+jI6gvsTK/no7iHI2JAkB9AJySdE5yexRxXsZl3Ho6XhWSJj0QdUmikAQ2m+FVqbHTTMnc0YDpPvuVt24VPkpDEqHJXIoOqDbCM0iwnsiI1H6hpOMyuSvZjqVfrxLnHZKcgzKW/JMT3HnPJ2fcfu0nZFzPLbeS47CoJbkrpd/L/ShV3rvtKjateR9m1x5MrY6bz2EqFRJAef4ULuKx6rz7dGBj7x9SP+9E4gEPHboo0+pgX77uJv7jy1IsW59/AzpXwIZTnY8P6/UX/PG0hm8but6CDSN0bw/KdTJC+nf/13t5wZuHMm6CccFZ3sM3finHuPJFNxD2eugESFou7c31rukUfihYe/02uh61BEphAg1BgAp8Ni76E5Jdu5/R79TG/rdily5i+CX9BCOQ35vQ6JZ1Oi5anKoit89S18JHE4dl2TcbywpkPXcrikZf5/FVJGOC3Q9Jch/nLcE+RVySrqvTgPyepmAEaSdb5FSPeqTv/7CPcYzguEoWdGQxnsK6ivzDo7Peb38X7/oXXIdKLHf+5BP7PYa3r8qVF3+qo0U6He6491OsP2/qsaxuRWvNQNlqzaWbbsYfC6clwTZxyW/dgkmlyNoVmy5+5WZUbFHpNzYuOATjSbYwelV5PD8sXQIVW5KcjPdYnS6cqjUr3/uAwauZbH+A736htaiu2joESm7awbAsQt2P19n9wiIYKO4y4nYbCzmstjg/ZTQr6nKyiqeOISo5GKfplusQF6QVfO4fDlFeoYgWmylV09YHKYFN08F79S1DWfVUJS2eRDtW3ro1G4sY+Lml79uPE65awPCpOSorFWuv38bgPTFd3398VkopF/3uFsxah5W3bsUf1XSPOEKO7VOEfZ0l/ebcrA7hofdNH2Bf+OotjF+oaPR7xHmZ93YayBhTf3qnS4N7aS1bou4WQTTqUim3QIy2dKTStnJntVilbsAqUWkFzlKfZwmGtYzpWCGsxaalnFQfsKgY/LSjYLyp3JSjCW46eaLi9MYWQm6fEBubN00dS1KRFGwWUCd5mcV/5D1H73vbH2RW2YInnZCDGhVTdGzf7Ertj2DdVEpzqwp/VKqKuWFD0Vhy9z6BWb6A2sI84bz9+xks/H7Eky92CXss+d1Qna+ZOEHOySLcmwMpcMUPPwq01vxmochGRza4fS5h/QuvR1mLP9ogyRdwGgaVtH0H2n6+q/YP2c8bev6AO8f++oicwx27/nLax++c+Nvs542nfbjjucKemHqfgxPZVLGndZ5x0cV4KivKRV0OKuGgZdJP/fA2wl4ZjTOepbBDUaxL16sJc8JCVCNCxQZ272HTmvdRWzWAV46y+/qmJe8i2TvMXY1/PKjX3x82Lvhjdv/uqZSXp1MEZagskmzaukL0d2viOSIJgWpxDRKEn+FJ8G88ucZzexWNea1OalNevdmdaSzS5HfLuGqz0OjWRIrYCaVQ1SxEHvWY4yw8d/Gt//uBI846ry4topIDqzzocr0lOXoANF0mX/Q7m9GRIS60ymHN7ohK9t9JuHTTzZmDogoUTs1MIVzphs2SEBNIx0I3LLk9Verz8ySBbhkaWSRR8FQqISfJRDBmKT6hKe4wBKMxKMU3/r8Zzku1JBZ1LFKdYyfkUIkEk2GXgi6pROjEobxEdbg+n3H1NoqphJtXlcRvsotuM1HRsSyASU5SoclBQnP84uFrWo+7dUWcLoB6BsMqJ1VgcWoaqy3DlyynNqipLrJYZen/FQclodu8+ay9bhu9DxqCkYSJZS61+emoUNgiMetIkrQHPjJzwNM0lqrPMxkfoalfrdMRo6St02AdUgJqqtCT5hLN18wCv8kfR5OZKoqXWXveqUPYI3KTQthN1TJiIcXHJUsSpoH4Ub5QyghW+vkbMHWVuY1makGe3BgfPMplYA8GyqgsOUz8w7xxp4npgV9U+BM6VuT3pCNGriY6aQlhj4c/EuKN1PZ7iNo8B7csHKrxNbJGGV86PU5NFFgOFu2FoslypjMVkQ7kk7A/WdRjrVOxafGfYlYuJL5gLYmvU4WbiEZ/wBWX3IA3UsNTio1rPwBKccdvbsr2PVKJQjs2zn8nd+z+q2mfU6MTbOx/K6qnm8ppCzE5RRLIPcSrWaIuhxf9jnTflZveWyJLnNcHpWZ09juHSHIpf2m+xSICEl5Z1JZ+8llZKy75rVvwyjG1BXmUzeHUDUG8inB+F3HJIepyufgVm3Hqhnx3CbtzF+v913FX+Pkj8VERnr6M6oLUQ8UI58ymQgv+mLjGJzmp/uf2SYe1Ps8SjCicGlSWWlSsaPRLh9gtK4JRS9iLCGjEzQ6jIuySQhRIF1a6DAonlNFUJ0xlphu2w+NlDkcPjqtk4elA6TsPQV8Ppq+bde5rZ9RNNrv2dFQ5ZgPrQuxN7ZsfKBi98kU3kMyTO6MTGvyREPehHVPPyVepM63cUL1yjP/ECOaxp8ideSL1+YVsG9sMjhwwniIqQr1f449bup5IcBoW4+v9tvmblfpV27YysaIzUD8QVt66laCkO8hjk8njl228ma/fMVWBYvUtQ1Mem2784r6PXZWRKmdU6NGtsYyxVfJ+RT0GHvzwoQeM836RYDVUFrlUlrZGO6yXVqUCmR916vuPvMbWyAmKlKYMnmeylmkioEOFmx6n6ZbbhEqkSt56YPrXaRpuibZ++rOW6q0/pvAmRIUqTk2sUFB6wlJZqvAm5Fz8xkF+SM8wvIokpk5dtWROGwqvglTJeiWpOprVnA4FHU7rh1s4O0iDWqttygXROHVXHK9dCPt8dDxzteW8N23FaVh6HzQMnyp/r+a5q1gSCH/88MYN2/0PDiaon80+KgiwjcYxNdq0oecP0KUijXkB3kQsXV2g0R8I4bfPT0fIwC17WEez4ZyPk+S9Dhfn9fk3dHQcDhWblr0bM1GW0aNGQ1T9aqJGoBcMYo2BwQGslvP0x2LcckKjzyXxJYBtRkQ6PriiD8DZfzREXFBQlPujjsCpppLUD2ui7k7+nnUUKmlKBSuiLgeW9RLn5aLRUUosdhWmEOAumI9thGxa/h5uf/zWw/qsLvrdLey9NJdJWUuyLh3mYEJGVRv9cr/RqTpY1KUIRqSYF/a1uoY6lOtNJVBZLKOa8p5k7dSRmLU6YVpkqaavFYqCnD9hpEubQFjS4mlyDJiyzY0hzeGg0DjzBMIel3qf5sc/n9lgRXkH91FveN61sKrVAWlW/aeTOp0MpxLy7Umch429fzhlO7eSEHW56MgS7GsQ9gZUT5yHWj2Ajiz+eER9nk8SiF172KMIeyzFpxTBqAFrM41k65LNvR8IB1J+mQ4qkddux2SVqekSBZAqycHgQDP0KpFqTGNAyF2HM0pzxjXb6H40kRE5XyowccGgjMo0rJvu2DqcXvGoHWG3SP3ld2uMk2r5e03jLyHdWjflIQDtvgyrtm0lPtjqq2r5BFg3fa0SxNWmVKjc8LwJCbyDEcjvMVTni+HV0YoTbxjCjxVJyeIgN09/NB3RCsRxGdiv/O+xikfecw2rNw/NznX9YGDTaqNjpx8NVGSmgOOrobbAwx+zFHcmlO7dia3UhLSf82j0+5KcljT5vTG9u2vsfmE3SV7kT9tVnpqJbZw7/PfzdBmm2UYrc24/vjPQT+35q446Gc71/uuwSQKrlmI1RF2t+5vxRZnO+Iq45KAbFh06uON1bODh7RhhffD6bLTrSCVHs/Vv2LTqmuzesfHkDxL2zkPFlnqvJhgz6Bi88dndzM76z9vI7xVJ68YCqca7VUthl2V8hU7lxhXVRRJ41+Zb1l6/TSR7z3TpeUhnqktWKcJu+RybLtMomFgaYLwizvw8wd4autxg3fnXU11aQCX79/544eu3TssZ3H2Ozu7fwYgUdbwJKeR4Zbnmyksc6v3SWagsSXmeplUsaxaJTDM5cNu8FtLxUxljbHWd/bFUjMCTMWSUJFBOCLEnhoc6Fjnqox5zycJzFxe+cvMh+yxcfuVN/MdXpioa7XleIKoIB1hb7hj+7wf1ek0i30Wv2pI9NptEAZiWP2FOWs6VF3+KqMvDaRjCHhftpZU2A/XBHG4lwanFJAWXJK+Juh2sklZhYbfN9PLbCcxNPN3u1To59JGIX99wVQeJeH84UPBX2C6KP2EPPHAYnYQT/mwr3oRiYLsVCT4H6j06Uyqy2qKUIj8sr4dW/OYTBz5/HcsYUlOVyK0p3HQkKPEhKplsJl3m6ls3kmYSt/LWrbOuKIujc+vvkgSWxE/dbptzrQ6YvtTELYaJFZokkNGkoxU6ks/d+NI5ceqK6mKRsDWuVM0OpjN2rOGh9119UN+DGZFOq7Un4Ku2bW2pLVk6TN+sK+OFUclifCGPW62onLpAkuDHx3Ce2ktl8QkMn+pgPMt43ccJferzLMY1eGUlI3tuei2lruNNNbcXvHkIv2zoum+E5Ff3d5yu7urC1mr77QbsL7idTSKxv9Gm1ok46NNPpDFYJMlrLl93E+5/3HPUOP42R2EuetUWav2aricjkrzGLSeYQJPfUSEu+cQlD7cS41QidLmOAazrHNHZ+4NFs9sAUF3TL931RMZZZ0NcPu+NW2n0aIJxg68VTsNS2G3wJ6RKHucUjR6R7o0KUrWvz0vV1SIRSmh62OjYokPhAjahjCW3NyTq8ojzGq9qSHxNrc9h9zk+XkWKFSqWi/Pka7fxm0/KveGkT27L/EpW3zIEZ3VewKs3D6EslJ6C/D6p4BtXpQIm0oVu9CuM5wh/IBbH+vuv3f9ad8pHthEXxIle3pckHrX5FrciSZSOLLVBedytisR0YVdC2OWQG02o92r8CRmJrR8LPgvHGY6rZAHkxnPxKzcfdHD7+EZfbp4pdCxuhixNFWoixcWv2HzARGQ220yHwwnGL9t4M27gYjwtBNlGAsrNSM/N/6MuhyQvvASrZJGL8oraPJ3Z3XsVMvMlZe3TniQ08eD7r2452R4CmoZyh4uoKHOch5MoQMtJuskt0aFUWZyaygytlIWwT/gT02nRT8bKW7eikcptVErfs1HUB2zWGoYW9+HhGToizQRi1p/3tHKaaXUpVPg1CQbdmvgvKAuVxYpkP0o4zzZ0JIlCfpciKoE/BiiNCY5+1+kjBR2qmeVSp0Ma/Df/NzkDniH3RGe7yq1I18x4UF8UE+xyxTwxl3Jn0pFHq6E2X1HcRdp1UCSlgMqpJzC2ypHENDdVUSnqkkAqcxwHSk9odAPOetc2SmVxY1bDY1PegpmYOIhPqBNHaoRId3WhfI/yyu5sTNQ68kfYtOKqzHDsaEASKBk1TI1A45KM0FROKMkGFpKcB/0ewahPnHfJbX96zmXjwNvBdUn27s2UkTYu+hPMvmGssSjHwVkwyB07/gKQtdfkNE5oZnUfO/Pd20hy4PbIe9WxBPY2NaZ0ay0n4kavIr/H4lVSR+iaBN46hEavxSvL83FOERVdnEbapbcWfyym6WGU+IqwW0Y5J1aCcQ1Rt5ClbV6IwnHJsmrbVvE5KaT3gUhc3q2W5Nwta/FLChX+qCUqpS7sXTImFDsqk9EGqfzX5gs/odF/4AXg1zdMf39ac9MQykBuWOKHYFQ6F1FJoUNRWvQnhDvpVSxOZEk8hU6OgWRhrrPw3MbkAHf9udehGxG7LxjAbcgXtT4oN5pf3SgXwNrrt/HQx1oBwspbt3ZqDSuwgWVk7cwf56UvuUUuxIOYxbv4lZtBHd5Fc8lLb8H6mrjgo2Ih/EZFB7dmCLsdmYtsysJhs0QhCRTlJUJY8ybk4r53q3weF71qS4v4/Ayi6WR7sFKbF/zeFu49DKm7c94xxMQJIvvm5dNg/gjCLSepi6Ul7CMLtqy26EgzeM+BS/DNKrB1pJKjI1n8nQagFXGxNe+d5Gan79/cpnnzmW4sRafSeE21DOOlbscpKS4ukI2PuVVF3C03TeNKYLjm5qGjUlrUCcErQ9RFRgRXMdx3/dF3rk8XzExyqZOQ+UYATadk3VB4Yw75nVPXxPs/ejUvePMQ3Y/UGD41T30eLPlGiFsOM6lkECdZrwz+aEySF6PF6pICUV4TjFi8iiLOK35584ETaZCRDLcuAVnhyQqmUgWlppXcbOJwyMqHAmegn/jk5bj3P5U9ZpXCOArte9jy0eNWte7861EnFCntSFCxJDTtSngiPpEGy3WDCg3KM+jxKuvzb8hGr47UGNId+/5rx++blrwLukuwdBBnrIp9ckfHrP+BRrte8OYh/IoklgClNGGLCjodDbVZJ+KC39siMqsAFkpPSrc4SQ3OjA8YiLplCsGtwY//+9WtfWP5jHJ765RXFCgvyhGMiiqeDuUerSNxSfYn5Ppq9MtxWrwwS5Lem2SNTRXrIkUwnI5OKiEax4V0P89mo4HGbfGzQLp8tUFZC0/89BBJ3oKR5EI6rwdWF5vM53rh67eK8lRkCbulk+E0rPhyBLrFMzLHQBQ9p4b03Mbk0Qf9yJOweAED95Zxyg0ee/k86vNkVGPNTUPk9yh6d3US63p/I4o+9/zF1Avl4ldupjLfQVky1QOQIB3AOLP/chhHzWiINRtc/MrN2FShQhnAtdm4lHXS8RC3Zd8ejAmZcGyVQ6NP3HWdRqqi0/a5NQ1oppN4PRoR5w+P2Di+OiVrNVK3aiXt3EPhKqxzXtMRnDRvWC/6nc1UF2qMK39wr6yyCvb6c6/b7zGbxnI6UtkcadQlhFy6U/O1Jmzn6NFsMHn79vGUdjJsM4HO7dVExdZ3zR+XahZK5pixqeKOY2fNc3mm0ei3oteP+Co0+m1W8T5e0EzOm8jWEVIeQBqISAdJT3FrTnwriimJYtXQ1g4pYrdhaQz46JhMungy2js4Z1yzTUQYJiw//h/y+EyjoTOhmSjo0KLHa6hi4aAVeQ6UHLQ/PzkIng3R2S6aj/Pzh0ClY3xK5Ia9iQjTaEC9PuO+M53L00WYri/IoyNxZY+LUrluFpF0w4rxWWjQkUHXI5yRCl4UP2OdEdvbhSkGqF8/AssXo3LBAfdpjv3GOYUXWbzxmGBvDfXUHrAmU1ra2PuH2Lh1Uwy7dDr2Ka7QUUEq+24tJfwame1PcrL2tVeUv/fP7+WKS27AupqJEwqMnujQGDBUQ4U/CiqncKviVVAbhMIuk62hjT45llcmHadSRF2GJCfXnVuT7apLRN0iLqRd50TWbqehiLpNa1qgLT5QiYzyRb50GVUqo238pvuyjB8BWfegvGxm00OAngfKGN+htjCHXzGEJfFBUXUyVaRmh2UORxeOq2RBGcv/+4d3dDxWP+9EAOKCZmJxF2GvbWnQO9D9WMLISQ5nXLOtNc5xYmv+dTLKCx0JpBJpeRf2yIXopBUX25YsTPYQmIyo0GkzPxPWnX99R0XuhW/YKhecUsQ5GSMqbU8wWmULQpzXhF2K6kJFcbtk+bX5GrdiCbvT2fycLCDdjybTOlQ2JV6fSTzy7mtYtXXooObF4/yhvdb5v7+VkbUaW5TRCbeSuvd224w0OVtMNvZzly2lfNbizHF7bJVLZUlqHBeqjgX3rh9fN+Nx19wyBOk90LhS1U9yqUJROhJiPDujb8ShIBtTmmamXccy6++PKXIjBpVorAt+WQh/TkRGbPbHxSH6aERcsFJhS0/vYBOs5wqa3aXVtwwJ/8S1aZel8w8/peuUPi1cBDtFFel7/3QNF71qy6zHA3P7pPLZ9H4B8PceuMp+xeWfptHryVgckNsT4vz8IZJZjhs1Cc1HooNwwKBdKeLeHE6wHPXYzuwzO9oCp3X61bgnLMc+byEgwV0GK3P4ylj8fTXi7laA3ljeLyOwRxAbB96OXbagw6yvub7ecRBJyYWv2dJRuOh+qJLdU9cHr8dEYcffLxkf7+j6//i/X80ZV28j8RVuVRJp4qaJo3Rd/DGLU5Oq/+R1szHgM7LWpdGbcthS1/e4oAhGpPpuHYhKlvJiTW5YxpRKT8m2cT51R54nHASdiMQ3pOt/LPGMNy6FzrBXSNVxPuUZpF44SQ5IzTpzexVht+yXT00prRYBC380lVYN0iC/LopH3gSc/LFt6FjIzDoWSdSexyJ0w/D1NGa46He3dEx4XHHJDeQCB+sonGpMff6BE7tnG8oevsTrsSQRe1wlC165c6E645pt+Es8khyUV0Dim46L2HiWXS8Q0d/So5I9W0cCsjjfMhNqDySKu4wkGkoC8sST+T9ZQGWbZtvRFmeueJ//+1vxUxfDxFdcuunmGdumX777Y1zy0lswniLOSabu1iTpiQpCwDKekK5A2o9OzWJdhT8hSgdxwZLbI6oEbrVFyCpuNxjvKGuVHcQVdtGrtqAGNCd/fNusCMLtuPtz13DSJ+WGk9tHFjjamiLOzbzfdDhQoNDolwqQP6IystqBsPLWrVmiAGRJLlZmYlXcMnbT8ZH/Gz7ynmum8Bqcuty0rCvSut6ExaumRFMXdBkcA3HJQqxwZl8ofUaRjbwdQ0lCM3l7Ohyxs2RApdXHg+AxzCSfmvgKt2646FVbpi1GtCPOQ/+v6ng/eyh7bH9uzk189T8+LIZWiwdwdo+R7N4jFXoOvuL+dIwiZepK2sFdvJByn48ueeQnerPP2h8OCXt9cr7foZr0bMFduoTamsGsqwC0jU7KSIw2ZGZsUclFB/IlcCZa538ongEbnndtx9998ujRxv63zvrvetn6mwh2Vrjz55/ku//rvVzwe1swrmSV+tePZtvZJEG5rVBpnftaANwF87nikhv46jdFebC4wxDn5V4fOwqvZqkHMvbjlaVr71UkoHdqtuOe/u0vvY/VW4bQDbm95XdqGv2W3F7IjRhRC8opeu8HlM2kWa2SZMQJU9nrQKGsIhixomAUyThhUpAEwAlT/5hU2citiPFanJfuRLPY5I8Ipyg33HJWhlThqC6djiSA3F5R1vMqIh8elhS5MZnMSDwRR3HqRjpjQWshmGxu1/wMmxgfH6fnX54ZPuQhY46z8NyFNzZpobUwvopOglyToAf445r8TktuxOJPJBjfwx9TdD+WsO80RzTqJ900lbVYKzP//oQhKihpfzc1iSObKX8oI0lBbjjukP284LVbO26wOhbDmAtfswWvbKbtRkRFR+ZDFfgVk40MKCMtf5VY/An4/j9MDSTO+tNtVJbJxf+jvz76Z7IfvvoanvfHQ9zzlwc+16YU28EmCtn+XQZ/XDPwyzreSJ3tl/WiG2BLltVbhuh6pDWOtu7CT05x0m6/mewP931s9ud34g1DEmxPF7C1Ja9rP7EtW4yeCdMwZWVG161I582kq0sSCOEvt1dkBRup0kWSE/fPoxVPR9D9dGDNTUOyXqQ84kPh9RwIHYnhIf7JJo/u3f35azjlI9vofXBqtXn9C6+nvKKQjbbkHYV1FHeM/o+Dft14x07YsZNnQnzrUEZ+dC5H/PyTqRZdKvMdvJolyQ0AkmjVF0hFQHeVSI6CZCE8YZC4JEp5UUHR6NEU9iR4FSNjhoBOLPUFBSE+W/DGGx3eCsAhmYsdMQZx0wABAABJREFUKEGcjerg5VfehFuN+Pqktfp7//xezv3DIQp7E0javpMmwVoxlguX9uKfuBL7xHZsvU7U7XHO24Zw65awX5Hfa8Q/wcha6JdTHqCGer/CH5MAP+pSTCz3OOs/b+Nn/0XWfqstaIWuyv6FnYrcsAQO1XlikOpPSJdAxwrj2GysKexR1AeQhC3lGoBU9q2STqBOx/h0pKh6sl7rUGIEryyFniQv3QevLJ0L60BQFaK2cRR+RdSenNTQ1QktjAMKwqImP2LSpFHWf7dh8aox3u4J6if0cclLb+Gb/2d2qo5zmIrbbruN2267jUcffRSA0047jY997GNs2rRpxn2+8IUvcO211/Loo49y4okncvPNN/OSl7zkoF/7uEoWagtbwu6nfGQbjWVGCDuxwh9VdD9q2HNumq1XFEu/WmP41By1Ac3Eco1bheJeQ+mhMt3/sYN9v7WWH/5t6+Z30au2yKypEftyFPgV20H6Ajp4CE5DHCIvX3cTUZcswJpO9R5lyG7QSaC48kU3EHZ7eOWYRr+02JOSBlSWIBg3dWSO4Qf/8wCBg4ZgRB0xxaBnArNJFAB+8PeHFzRNriw33TmbRLDxNULEzO9UlBZ1zjtd+JotsDDggtduRSVW5lqVVNjD1MXSqVt++lcHF8g/8JGZlaHazzfO23Ts7BkIyNOkxK0q/HGbyRE6kSXsUhR3GhJPZmXdhnQ+APyJwyDlzIGTP7YNL1E0UsfuJm/kaUkY2o43K6WsSVWzdlGIJnL75Lty5UWfQv/o15mkplUQDMdYVxEXNDqxhL3P3u3qcOb+D7SvXjBIY56PVYpgwoKd5p7RHEWaheDFOve1YFrB7nr/deA42EYjq5C3z9u3XkSBtehcDtXTTbJ7jzzs+zQuPzMrUoV9fnZ+YbfKjCqtI+MsTmhwyxFhr48y9qgIDtefex3hQI4k7xDU4ylFnSa8mnRL9ML5rHNeg9Pfh9Pbg603UGGEigz1Fb2opT144yFJoImLIoriVoW7EOdF2SfxRClKGUswKiONwbj4ORgfKoskGD/pU5LsO1a8DlQixZbcPiPcAke6C8pCWFQE4xK3uJEkJLVBGf0MhqUYWZ+nyFUR3ljqQG9T0QHrSBeh+JSMGEXdloYnhoXFHYaaFm8Iv2yhLONkTc5fMCGJgFuX76LTEPNP4yoaXbqDDK5ikYkFSAIHpzuP00hQyeHxB493LF26lJtuuokTTzwRay1/93d/x8te9jJ++tOfctppp03Z/rvf/S6ve93ruPHGG/nt3/5tPve5z/Hyl7+cn/zkJ5x++ukH9drHVbJgXfitN36WHRc52B6Y9xMIxhPcaiLuiRasEqLW/B8b4qLL2Ek2tSwX/Cy9YW5a/V56Hqxmj7f7IQAd8qgXv3LzlMW/47x0y4ylCTX5htE8BQX1eT5WK6KSEAQhneW1rZa/ceB7/zQ7BaCf/RfxIThayaZHEyYH9qu3DJHbqyjtTFDWcv7rhC8SFRQ65ackvuKHfzf7wO2y9TfhNAze7gn2nTfID/9ummSirQPW8VgbdASG6VWMjgQmcxZ0pCjusJIsOJbqoIYJ+d2tGazShN2KYMxmLfOo9LSc2nMeq7YO4TTAD0XZxK0IudFptKR3T/z0EHFxdspXB43pvn9tz3llhVtRFHaJZGJjQFEbbH0PN5x5LSPP68WzwiWLiy6B57JOvxpdLGLOPpG44KCsxalb3FrMV//jw0f+fcwCh+urcCDc/sgQ5751SEY5Epvq28v45+RxjdnAGegn2bsXlAaToFefgBovE+/cNX2S0ESakKh8HoxF5/OYegNncF5HN7u96+3WUh6Llr9jEmhA43ia3J4jM2O4/oXXc9f3P3bgDduwce0HsIGPDRzQmnAgh1tLyG2f4I5f3DDjflbD+AqHqLCIruX91EsuyoppaW0gIEklYq2GsZU+bk2ED5yaBOpxTroLia9wQ5vxExJfYXyFcQAN9YFUPnW3JS7KNVzYYYmKMs7TnIcPu0Txq7Db4DQsritcRh1LYqNjSSyUkc6FUVKEshp0Ijw7PazEv8e1NPoVTg2iUjp5kIAbyna1AU2jH7oeS3lJzbEmY3EaNusYNAtBwUiUXZOXrb9J1LBcSXaUsRQfKxN3BRhfE/YGWFfjD9fZeMZHuePeTx3q1+GogeIIcBYOcvuXvvSlHb/fcMMN3Hbbbdx9993TJguf+cxn2LhxI+97n8Sjn/zkJ/nyl7/Mn//5n/NXf/VXB/XaB5UsHKgFctlll/GNb3yjY593vOMd+z2pXbt28YEPfIC77rqL0dFRLrnkEv7sz/6ME08U4vHw8DAf//jHueuuu3j88ccZHBzk5S9/OZ/85Cfp6ek5mNMnGIkYOSmHN6YI+yyNXo11FBPPcwmGm3JdFn9E033PUzz+6iVYPX3l01ZrPHn5kux3ZSy5PQ3igisSYG349r++jxe/+EbCXrclU9qWDLQT2JqPTZdcZPukT+n0YpaWoFzcKpHFXB9k4F9bZMjveO5m/as3D2E8e8Rn0Ad+bvGqBrdqcGsx0ZLggPPXB4J1FHHRpXFK//SJwn5w1ru2seif76Nx5gnkzgioLDv0yv2sdeNtWlnU8rNOLFHQvKmmFciS/O40ZDRMjH/E2XkOB4e1123DT2SsIPEAI0pdhV2pSkkowYF5GktB0/FVmlAGuh8Gr5LgpNLMP/lvck1c8tJbyD82wd4X9FEflOCp/zcJSd6hceEpeOMhceAycnKOYMziVg35neX9FlsOFk+XOhBMTR5m+1p9v65OGdM5WGxa/V5szic6eSne3l6s44CjqC4uUfx1iLtwATaKSPbu2+9xzMQEKgjSToMhWjHY8Xx2j0qvd2VSBZu0Cq5ccPfVqK3oAgsvvuJGrFJ4Y3WckQq3P7h5Vu9n46I/wS4cyLgPs8XG+e+E/l4AnH0TJANd+Pvq+xWKaCIYSygv1oyeBPV5OXL7RNSkOs+Vin4KZWUti/PSSS3uTEh8Rb1Xi9FaIp0F45LO9ItzvXFl3fMn5DllhQiskmaAn44FVaWq79QVXllGf+JASMZxUTgJYqiW7mdlxEjiARkBivMio+2Elupi6fo6DTlv48v/+YchKoq0q3UlYZEuhk3Vx2Kso0h8iZUaqcu1U0tQYevzyO0ooyo1koEu7vph5+d86UtuwRsXk7mwL+Abdx9c4nc8YHx8vOP3IAgIgv2TvJMk4Qtf+AKVSoULLrhg2m2+973vcfXVnTHEhg0b+N//+38f9Dke1O1kNi2Qt73tbVx//fXZPoVCYabDYa3l5S9/OZ7n8W//9m90d3czNDTElVdeya9+9SuKxSLbt29n+/btbNmyhVNPPZXHHnuMd77znWzfvp0vfvGLB/Vmv/b1jzD2b2Nc+af/jcaYxmnIiERclIvSqSv8ccXi79YZff5CagtmDrTu2PEXvPANW7ngtVv53j9dk3USLr/yJoyruOSlt+CPhHzl23ID+NrXPgS0ugztN78D3QindBna0KxmGE+yfWXAiSzf+6eDC4rdsgRza6/fdlDz88cKDkXmdDYIRmXcrFl5e/5/GjrsYzZJb+e/bvpgrCmVOh3iItiFgxhfzG5mo8o+ncTiphVX4ZxyIhtP/iB3/OamafdTLbGgVHMaGn0KryozusVdhmBENPLjnDgfGwdp2ZdbKiqnfngbv/r0c+8793TgjGu2oXOtOeNg1FCbL7rv5aUyZuCPNY335Ib/dIwkQZsPRyr0kHlxKFITvpRX09aZzW2vMnJWL6Nr5fzzuy1hSeaxXV+R5BzGl7s0BuS9WQf0eJWk/8i0oI5konAkPRYONVHYcOa1VE/oxivHOIPdxF0+VkG4ug/bdncPl/YD4P70AXSxiO7tAdchfmI7Op/DVGSlUK6LM2+AcO1ivJ89jNPfR6W/Zap38Ss2g24p+0VF6aq6FalO6Tg1mAS8sQj3Zw+BMSjfJxkZIQbW598AwF21f9jve2uap+0Pzb+Bcl10VxdYg+rrxXoueqyMHRvnroenrqPthZD2n73xmNywS1yUNcyti3x4UzZZmVQ4JK+JC+mIcFuY4Fda/EQ3sbgNSxSpjDugE4s3AY3eVE3IF2lmf6I1piSfrUine1VDEihq84Sc7KT8R5Wk6kWewonE0M06Mv7U8EV5KRiRkaPqQpFgDUZEutqt29RQTrrPOoEoEMO03IjEEyhFYWeEv0OCWOu5qHqDotaoOMHmfJJSK5jdX6dgf4qPxzSOoM/CsmXLOh7++Mc/znXXXTftLvfeey8XXHAB9XqdUqnEl770JU499dRpt925cycLFizoeGzBggXs3LnzoE/1oJKF2bRACoUCCxcunNXxHnjgAe6++25+8YtfZPvfdtttLFy4kM9//vO89a1v5fTTT+df/uVfsn1Wr17NDTfcwBve8AbiOMZ1p38LjUaDRhsZrD1ziwNF3/0N8r/ZiRnoBkBVG9xx383ZNquGtmZE5JnQ9WiNqKtTfN1qCPaFoBSN/qmZoYrBzkKvvT1B+P/Ze89wS67yzve3VsWdT+7cUktqRSQyskBIoNBqgRkbGHAGj42NZzwDSIBBBFtExT4Nd+YOxmOPx9cY22MPnvHcuUgEGwy2SRaYYBDK6tx98tmp0lr3w1tV++w+p1vdCkiy+30ePTq9Q+3atatqveEfhv6v8u5NIYFaFZKZ1eC3c9m6RwEnKiziz7lxN+e9W5wqi8eernH2B6dXaT6fsXsXVj1+Uphf+su3ywKaxzd+/7EVJee9Z3epO9+bPMYJeBwIiNuB7rZmqfldmOecTFytX4OuVlHVjcz+2NQQCW9l6ERhKXS3LW5Xo2NRzIjrgrN1+wOIXxoosooUCmlVum29deox32//JcT5N4gcYfFfbb+hP6bLZMVfsDAinfp4xOasxrzrGKlH7QtyIvHAm9/KmbdPk1UMTldTPaj4h9+V82XHC97H4tl1nvvL09QPpFTnlvjaH94ISMf5rz4vTZQX/8RtGFcRNzThgqGxz1C7bwlcTbK+hbvQO+4+XHvW24/bsX4ipwlPdFx52YfwHzwyZChWRLSxjr8Q4z94BBvF2LM24nz7XrJnbQdricYDWRv2zZNsHEVtWg+Ly9hWnXhdHW9uAbV1I1opdLuLXVwmm5nF7XTJ2m3cTRvJVhiJpqEYZ6WhdLndniS5/nwfE7h84TMD34udU7+GiWN0JUS1GjhaoZoNTKuGXuqu+i4nE9c0frGETTnNJkyNi5vy/CIYA8ZgjsygasduVq6Mq92fxqnXMM/bjr9sqB7U9CalARfOpyhjSeoulUM9eusqVA4nKOOVk9S4rjGuWi11bmXdzjwpEOSeaNFHhLtlnLxpovL7YL6+oxQ6E3J0UlVCbM7doXUkjYGkIUWCm5sTOn1LNCXcCeNK4aBCaR4oC9UjAm3rjcv0I60oVCriJ5XDuUBFoPKiJcM/3EEl6XGvqx3+z+BsWP+UchV/OsaePXtoNpvlv483VTjnnHP41re+xeLiIn/+53/O61//er74xS8es2B4vOJRD6qPNQL5oz/6Iz7xiU+wfv16XvGKV/De9773mNOFIpkPw4EOpdaaIAj48pe/zBve8IY137e4uEiz2TxmoQBw00038b73vW/N5+YvsMxf4OFevhWdKYJZkf5aGWvJ/R3dnfvcl9/DZS+/deixlTfLIi75qdtxEnGO/tJfvr10QD7WtKCAJTmxwWpV7ssAtiQ3a6vy5xRkFUViBPYRLD568sHdN17Hee/efdI+Ak/FWNMc5nHQRj46VvJTHmvoFf4dwfzJQ4iMJwsF5J1/4b0fN1Z22MrtdLtw972M7T1AdtFZPO+XpulNKeKGpXJEPDh0baDlLZ9t6U+BMhq3K9jraFQWVCe2hAuWONN4XeF0eD2Ls0cWrRNVt/qXEBe9ZTde29JdL4IFbgdqC5a4JRrulVmL2xMfiN6ExuuIdKJdtjj9XAu9KpLNvXXg9gaurE9U3Pe263nBL+wiGlHUDg3uP4UXy4XX7eaLvzfcYSwKBYD6XXtZvGQLTiIE0GrOAbrjrrXv4asiOTYW//EqFNaaJKzVnX5U23Z/ms+mf7Lmc8dSU9tx8fsJHzzIHYf+c/nYtWe8FSbGiAOH8J/24h0IMc0qdnae5OxJVFLFUQq75wB69Ez0SAsbxfTOmcCqJipbRzDbR9+zV4jW1ZC4pmVi7ikYcUkqA78encl5ljYC/CNHzTHHR+H0DfTHQpEPT6ZKsqxOa7z06pv568+euKlekdBbKyRwFQTQ66FaTUgzyAyqViUba2IqLvp+C70Bb2Lo91OKa6q/gM3kHuuetplk4yhJ0xGPgGXpsCsDwbcfJJudwx8fA2sJvC0sbavQH9eEsyJr6mYWZWS9HlrblUz600AKhVIIIiomCCJp7vYsTkJefIgEacE9sFo8DMIZKzCkcYu/pHCPKJJGLqHqUE5DjAe4sp20Is0Fb8HSH9W58ZklWDAkNZ0XfPLYWkqJjxSPRtHqn008jtKpzWZzqFg4Xvi+z1lnnQXAc5/7XL7+9a/z0Y9+lI9//OOrXrt+/XoOHTo09NihQ4dOuKG/Mk66WDjeCORnf/ZnOe2009i4cSPf/va3ecc73sHdd9/Npz71qTW3de6557J161ZuuOEGPv7xj1Or1di9ezd79+7lwIEDa75nZmaGD3zgA/zqr/7qcffzhhtuGMJqLS0t8eL/8ac88/f/S5k8pXX5teOc+nA8hY9jjfFr39pz3P0AkWRb2X0+XqEAUhQoa9GRKCAYT1yY46YYqaWhKqcHTmLRMVSXZGTvxKv9JE42CinZJ7Ib+WTF/ddLF/TxiKLoW2ku81jje7dex/N+aRp/2ZC1NOf+5m5+8P7hrn6hbrSyoFOpOCJnAbJARYa04gzM2R5lmE4H55t3MzG7ibkXTDJ5OCXcu0TWDJm9sMbCuXlh21c4saJ5n8XvZANd7tiCn3MXlHQi45rC71i6U7rk2hj/ODvxLyQueMdu6SzWJIlwe1A9aOjnncBgXgowIVXKPcBrW4JlcUJ1uyLJmNQFj5wF8rvELYPbVWz7yC50qrjvbU/MNT36nQUOvniMzFP82M/swl/K+Jv/IwXCd3Yff0qZrR8tcdsj90YYX5O2TtzM5EfV2TxWQfBYC5JjFQrHi7VIv9Zzhybk1259C+rgLKrZIKto+n4Ft+HjV3zc+S7RWVOAJPxWKfAUvY0VgsrpOF/pEm0Zwbjgz/XobaqJbn5sSWqinufkWv/KWkgzXvyvbsPtZfz1Z9/JHd+/qdyPHS9435CJ5+XX3nJChcLl196CExn8Q8s4Z54GcwvYdgdnbBSbJLjrprDNGslYFacd4yx2cA7P4wQ+dqSFWVhcXeQpha7XIUlQngvP2E6mZZ0tQqeiVKhTC3EC1pLNzKI8H++hI4Qjm4hGNG5kRQ7dkal+5h8NMc75HCaXQK/kE7+c9OwkFjevZ5KKQvvyeBoq/LbsQ7AonMR4RLr+/oLCujk5uSvQU7cjpGXjSW5hPZlCoKHxoEwwepOq5JY5kc6hg1CZyUiO4/l0Ko4Rj2Ox8FjCGDOEolkZl1xyCZ///Od5y1veUj722c9+9pgch+PFSRcLxxuBrEzgL7zwQjZs2MCVV17Jfffdx5lnnrlqW57n8alPfYpf/uVfZmxsDMdxuOqqq7j22mule3BULC0t8fKXv5zzzz//mHiuIk6EIHKisVah8Jw3TnPXx6/n0/v+4wlto37PQvm3jixZeAxpPCg5DcbTOFFuimblxlEpjNoCJYY4Vt771T96/DDJ97xLkoltH9nFGbumcbvqaQ9JeiLib//H23jRq28vlbAeK7G5iLipiEYdcfw8SlDkGW/bjVqXj4xXXL06A1N0lB2oP7SM3wyYeWYVqy3bb5rmnhuOnySWBlFHhbWWbLxOOJcR/uPDqDBg4bnjJHVR1rC5wkd4WDpmaaCIm5JMuD3ByBa+H2ldNMGtQz59kMdjX3HmrdO4ffXPkjOzVjzj7bvFFTWfDvq546sYI4rcovGgdiATnHRVpHeNK1hnJ7blRNRfHpgnuh3BM+tI0Q+E8IwV35i4aZ4wDsOd3/oAO5/xbjpnjOD0Myr3zZzwe/Vil8phjyxw8L7yT3DuGehDc1zT+EVUJcQsLD7pXcynA5QpWXdUdzLLyA4fwZmaRKVSFCQNh8yvER7p5Qp6qzl00ahH8PzzSOoOd/0XuW9cccVNZL4mamox7lqWZFogOBrmFrHOGFm4OvFUdz809O9jGYyCNGGcvsEEClt1SKsOaXUElVncjS1UYkh9B6ebYF2Nu9jHO7CArVdIJxqgFcbVOP06qt2BLEOPjmI2T6GXu7DYxna7qDCQqcTBWWw/wvc99Bkb6K2XItVvS6NFjbZwNkyR3fNAKe0L8OJ/dRtRQWhO7IqJrs3Xb1WKDBRyo8XkIRpRBAs5tKiiSv6WcRRJXUjTylj6Y9IU6G4EnZOT3T7EjYEEe/WApTcpHg7GFwI1yYDEbLU0EaqHpMirHcyIWhq/bXGWLMtbHJoP/yhcSE7FY40bbriBa6+9lq1bt7K8vMwnP/lJvvCFL3DnnXcC8LrXvY5NmzZx001SqL/5zW/m8ssvZ9euXbz85S/nT/7kT/jGN77B7/zO7xzvY9aMky4WTmYEcvHFFwNw7733rlksFNsoio84jpmcnOTiiy/mec973tDrlpeX2blzJ41Gg7/4i7/A804A+P84xFqL6o7n34h7XuOktrNSrs344vJY3FyKWNmhvvRVt2ECNeR6mBY3lVxSze3mUm3zTwzEoMD1n3XzNGdM7+L+658eJlWPFI9nZ/Vv/0c+NXoccfff/sh1nP2B3XTXC6HuGW/bzXdvlwR67O6EGd8jGrVD3IUsGJ4gqIf341UrhEfOpLvxxM+PlQnRjufeiN57GBUGdDaExHVNcvkZ8nm5q6fXFo1v41uSBrR9EQ5wcynBpDqYKChrCZYMxtEkdfFesI44PaehJM1J7Yk5l59qcf4Nu3FSaD5oiOsiOVg5YjBePoVZIVPYH1Fl4oIupBMtXm9wrNKKdCMrc0Z4C0qL5LNRKCCrWlJtH59u2HHiju9+6ISNCIu4duO/JzlrA1nVFRLohnVknoNNEtCaOw6fnMTfv+RYddx9T7D9cZI3pKQwCI90SRs+Ti+lPzmY4BSJrlWK/uRws81dlImP8cQluFQ/yoRcq8IAbzkjrTpc9vJbMYHCX0gJHprlzsX/etz9fvG/uq0sdoGy4CiaaGL2psgqupy8k6sLqql8P+1AfQ3A7bp4z9qOygwZYDyHrOnD+hZuO8Z4Dt2NFap7OziHFsgOHoIzN8imlDTnjK9oX7gB60DdGS6CslBIx5kv15oydnD8HDk2xlEDyFHOSUjzRp9xobNROAZOBOGCJfOEaKxTkStNaoru+pxHsCiNAuMNfJiSWu68bAVKbfsyQXBi8JflvptWhPDstw1OLOaG/rLF6xic2FA7BL3xJ0467YorbsK4inDfEnd878NP2Of8qKOQt32s2ziZOHz4MK973es4cOAArVaLiy66iDvvvJOrr74agIcffhitB+fpC1/4Qj75yU/ynve8h3e9611s376d//k//+dJeyzA4+CzcLwRyLe+9S0ANmzY8IjbKWRQ77nnHr7xjW/wgQ8MnBqXlpa45pprCIKAv/zLvxziOJxMlPKOJ/H6o+OqF3+IaGPtkY3OjhM6tjixWeWtsDK+/Ckhzq68+Vm1QuN4weAklq/94RNviX7vO6/njOkTMGH6FxrBXMLnv/j4asBbR3SxjYL+pCgjVWYSavceZv7sLYSzit7UQHlm5ftQA6fbc39zNzpRuO2Tr2Z6m2osX3wW1pGFLVi0RE1JXL2eZeKuJeLJCkunedJBsxbrio9C1FLonGQnWt2yIApRUMbocVMWwSzIzdq6irT+1DZpu+pFH2TPjhp3/9ajn36c9+7dOLmWen9MC0k0E6lTt2dLSUWdWkxqcfu5wV28YvqoRY5WGXFWFTUUaG9whLfiQeHmislhar4Q3o1nhyCXj/eU4WQKBYBP7/9PXP1j75fjMenTvmAdylp65509ZHp5Kk4+Pv3ANFfr12BP2zCUjPenKiLRXHVWNa2Ojhe8bhd+2+CPBKURGUjBarVAdoynwHPJQjkn/cWBEuCx4rJX3EpSc9CJBW/tfVAZYBnad2DVJERePPxe6yriEWkqGlehY5E0TSuaaMIv39vdUkOvr+JuX4fJvXFWXmvGk+R/4aKxoe13phxRMQK8LHdLdnP+QJDDhS3YROSivY4k6Gko13wWiBqYlcMpE4oU+iNyv0xqmqQmiT82n8Qq2X71iKE3ocFKMeEtiwSqdSndo4NZ4UGEc1mZy+jUDk3Ad553A2GWka5rcc2zf5M7v/l+Hs944Wtup789IFi0GG+EF/+r20SWNbXHnS694qefBg2CJwGG9Hu/d3wH+y984QurHnvNa17Da17z2JXbTqpYON4I5L777uOTn/wkL3vZyxgfH+fb3/421113HZdddhkXXXRRuY1zzz2Xm266iVe+8pWAWFFPTk6ydetWvvOd7/DmN7+Zn/zJn2THjh2AFAo7duyg2+3yiU98gqWlpVLZaHJyEsdZg4l8jHjg+reV5Gh4BBdSC7W9qysLd6FHNPrYANYFjheOb9hWEGevvPzDpDWXv/0fT54Embd8CtN4rEiOU/Q92rjnXddzwTt3E41KEtid0qShjzKTVA8a5i5Q6Dg34WrmK4ERwvHy5sFv1XzAsHimXrPwfaQI/8/XqbWaRM89i7TqkFRlu0KSg/76Kv1xh2hElSZDXhuilqI/oagetKW6RndSoAsrtf+Xt8q2lJXviIH7r3vypldn7N513M+/8rIPEa0LHlOhcME7dxMuykQwnDWkeRKhU0rp4zSHKHq9AnIkBRjkSZMVZ26/bcrkwSrwl2wp8dhdr8j8QSFZGPOtZdBX3AefEPO2E4zP5trrhWCEsvn0ao14yU7B5FfuOYJp1bjzREnQP6K4Wr8G56xtpJPNx+ydUMTOc9+J3XsAjOHO7h+e1HuPhk9d8lO3Azq/7o6dhIOcP911GrdviUY9dN3lS/9L1qVLX3kbxtX0RxU61dhKgMqOnwSCKF8BGP/Ya0oxUZBzWz0iz694z8rXZL4ebEcpTCAmlSu/Z/GezFclD0iekMmAdVRpSKYTMd1UxooU9JiiPy6eB1kgHXudrpj45ttYOFNTOWLxusI1qsyKHGp3UpSldAxJE1SmyQKBGHvtFdtw8+v2sJCYnUigQ1kgcqhYKUqqhw1JJYd55p4NmS+qczpZcf9YeczaXT6956NrHs+dG369lK/9sZ/ZReOh7pDz9Y6L34+z5zBUK8dUTMp8IXY7fUvccnKpdymCjhf/+09+jVbr+OfRqfjRxkllOccbgezZs4fPfe5zfOQjH6HT6bBlyxZe/epX8573DN8s7777bhYXF8t/HzhwgOuvv55Dhw6xYcMGXve61/He9w5OyLvuuouvfvWrACX8qYgHHniA008//WS/8+D9KxbHVW60qeI7u1YnBXd854NDZOXHGl/+lKgjWaW49JW3rams83h3rU82zrp5Gh7dMOdfRjxBsI7v3Xwd5753N9aBzhZLvKzIQhm5q0zlJoLgLWkhN+fGOitdkb/2h2/lOb8yzeLZj2IHnv8MemMhSW6ollYET5sF4HYscc0lGhX3UZ0gut5VeZ3xZIIQjQw2V/IvlBgGWU8uOes8vtCwRxv3X/fWEj6xFmk9GvcfFZl9+4en8RcVXttiRkQz3ebGTF5bVErqB7MSehQsm/JvpXNSYu6oCjk0qaUIlmQK0R+VTmXBDdGpJEBpzWJ8i9fWA2d3Lz9ZVT5pfYrJ1pq8uESJ9O7KuPRVtwmG3Nd86S+f+Inqow6lSCeb9Nc9Ppy5crO1Gqo6fCN+yc5bMI465jm7Vvz9n67mVh2raaWsmH3FNUlkV04xv/wXb+eqSz/I3//JIxdEBa9LWQt6ABcqkthVkastFcntiZjyrfWaoQlEDu87+nllRTjAIp35LJ8KOLF08h01QBkoI4W93zboTIqMuKnwlynvx5CTlyMRIJHvIdyEzFfEG3Quey6JfFaR75vUFHFLpg1pRZWqZjqB2r7B1KLgNGClWBHookC3jCPwI6dvCRcyvOUMHWV4c11MxSOr+1z14g/xuS/J9O9YhQKIz8WOF7yP3oYqjqtQ6fD1WBDsr7hiQGS/dsubsa06JvDonF5H+fKdk4om8/Mpjato7E255KduR2c8Kpfyp0Q8RQjOP6o4qWLheCOQLVu2rHJvXiuOJi6/6U1v4k1vetMxX/+Sl7xkTbLz4x0no7v/aHwMTmzD0nUpOjdPlbj3nddz1i3/fHgLF7xjN9+75fEj0fZHT3y6dbIRLEA0Jk7HSc1iNygy3+J2i4IB0dvuDWRMy4Qwj3DB0FtwTojkvDKs55BWNVaLTrgTiXSfmP2IDrhAEATe0tls8RcVlRmR/SwgCv5ibgAU5xAkB7IxK67D+/LO3Rqx0nPiRxUrp34rY+fYGwiese2Y79v+oWmyEFBi8FhI9BoXnFiVEwIvN6MT9RlJ7GuHs5Lo3RvX6Byi5EQCM/OXTdllLJKr6ozNRQ/AKikaoqbG+NBbl0vw5hC1zLelcpbKFKhikqPAkcd1op4w4vPJROPre0m3TDB/Tg2vZ3nev5nGbxu8jkG56ilRJBQiADoMV3X5d579G7ibN9GrPfZp487JN4J2ULUK0RmTBLPzmJFhczp/tkdW90n08Oe98LW3UzkU4++ZJT5tnLjhHffYrVVoXPqq27AoaodlwbNKrRJxOB7U6JKf3lV22kvSryNd8EdKkkQ97bGt+0dPGgrltZWR1BTKyEShkHO2+XXm9oVXmHlSEDh98DuDhNntiYRxsJSbo+XQpc4GByeS5k3c1HhtW36VgbkbZJXcJK0nZGQby701qctniSeD7H8WyuP9cZFJNr40bZwI0qpIqaYV4a6ZQBHMSoKuI4vbSciaIRiL/+AM2dTIcY/bNRe9lzu/LTDw7uYqOpH7fHdTlZdedTNp1aH+zb1loeHNDzxQiseuevGHhHcRG+K6Q7ic0Rtz8DsWnRoyT5XwtWf9+jTBgqVyJFlTev6pGk8GZ+HJjCeO1fLPOR7nbtzf/o+3DZydXY45YXgy4953XM+2j+waIts+XePxLBQufdVtfO1xlE49Ov7xP8q+br9pmuoBJW6bNUV/ypQTBevmMsBWpDLtUVf13/2ZqDb1xk4OSuYeWabejojW1eis90SmN5ECoDJriBsqh+sJuS5uCuk+XDQEC9CddHB6smh/6/++nue8cZpo1BLMK8IZXbo27zx37QXCajHWS6sWZR4/yc9tH9l1ws2Bay56L+a7P5DjcdcPj/k6s6KJbF3w53OeRl8mPcGCJa0qSCmxzE4inIVwzpTwIycGr1uoq0B3nUOwYHB7lqSm8TpSOGSeqEyJKhol2dlGUixYPSgOlJViIPMtSsmxlActwZxorxdckScLknRN9Rcw/T7OxDj9yZCFcwUCEh5RKKv5uz87fvdx+4en88JMroGji8yVKl/HUjVay8n8WHGs16gooX/2OtKac0JNpZVdXhAcv9dOyTxN9sKzCGYivP1z6Mxgtm6gv7E61KV3R0O8doLjai591W1UDvbpT4QoTxG3PNLaurIjfOmrbiOYT/Dv3k/3WVtZ3uxy1+8c+5p6NFO0c9+7m6wiBbNzuqa+R0zIiqS9VPbLi15l5Dmd2hJyVHy3E5kmHC9Wvl9ZC9kKOFP+VG9cBBm8DoSLBmUs7fUObg/SQFSM4rpMApQVCdLC/4CcQ6hzB+XMl4LB6VuShsJblmJCZxZrJTl2YikY3J40eAplo/oecXu2Srhc0qCRQqK9WZoNXhvqD8skIWlSSrCCCEM4fYVjpWkUjSuSuqYyowhn+uilHjZwQWucI4vsHP9VGB+BwEd1+3z6vtsHx2rvAXa84H0snFtHh5pkLIdKZpbepIcTW9rP2cxVL/og3sEF1Oz8qmPfWxdgXMXS6ZqRezPhWS6JYltc1wRLpiR7ex0xIO2PDm6ir/zxE1OZPBU/ujhVLDyKMK7i8mtveURs5slEAUcCuQFd+qrbHlf9/scj3I7c8E7FIH5Uv1ExETjnxt3Sne6Kr4Jx82moJ13o6sOa/uTq9//t/3gbV7/wA6ufOE7c8YOb2XnBu3DbCdXDOabXKIybd8UTcJEFMc71/a2jhJBrxdk0nLd4y5I1jdwTUT0iO6zTFWTdvas9Vc57z27icVMuhlZbnvXr06z7+0XmLmqxcA5Cjq7IVAOkg75WEXD2BwYmg25boVsnnoToxTZ3nkDyGM7Igl5AwIwP/oJMEdwZOVZOXwop40BaERx4oXKUVhSLZ4pXglXCVwCBgCRVlRdp0qFMKgqva/PvrKRgqMhvUj1sqB7QJDVJTHqTVqRTAW9JkVYsXkeR1GQfwxlbmuFt+0jO4VKUngwFVOmJ9luxqdxY7MZJDj3fIVkf4x3wT7iwz4JcFMATHfrLfvxWqn/3Q7KFxaHX6WqVq178IZxOvCbX4egi4Gr9GtwN64nP2lDCQY9VKFz+slupNKriWM4wxOayH7+V6t/fyx2zA8nCowsFgNo/7ifdtx+3WsWetw3VTyFO8O89RLppfBXm3Hga4zll0t3dUFnxXA5VdLVAWJQSIv3UKN5ygtt3eOZ/2M3Y9yP8wx26pzcf1eTmsh+/lajl8NU/eis/+ID8Xhdev1sS5ZwErazg94spYjFJ04ktJcCLeLSFQn9EEy4a1ppaFNsr/h/XNF7X4C9ZnEL21MraXjs0DLfRmcUvTFsLFF9BE1sxVBaFQ3nOX7Klq7JxFH5HuulW50RlB8I5ab6InG3RaR9ArwrOgRPJ54azcixtJPfZLAB/SYjc1hGIkgmEtyQkc/Fk6W6swMYK4ZGItFWhP+FT3dfCPbxItLlG8IOF8jvsfMa7Be6WGlr3djGBw/LmAGUsXntwP/a6acnHufaMwT33sh+/lSwo/HMstf3ynizQ0gDxFMGiIanJPUxZS9TU+ItSLD3r303jRFB/HCZzT3jYFdXaY9nG0ySeBr/IUy/WIoY93mGVekJMvx5LhLPSLTkVT3wca4JjAkuiFMGCIg0hmIX+lCX1ZUHubrRruo8DLGyv8ZxfmSZpKL4zfYLTlcygoxSVumR1l7iu6U1KYqwTMQUrOqjVQ6If3h/VVI9kjNyb5IormmvPejtBFOMenkH5Hur0zeVH3Nn+g6GPfN4vTZNuB4winFNSEERCDGxva9DepMgCgxMpdKLw56Xblo2vfW5mgSgKGdcStyz3/cbxE9+dY2/gjrnfBU7c7Mvpg84JkWlNjokyeVJhBeLgxOJBoVORMcTmyX7ekaztE7lEt29pb3Lw2gPeR2GyVnAT+i1JAP0liw/l72E1Kzrs0LoP7vr4if3WJjTgF7IpYCKN7mnc3hO/oH0m/mN2bvh1ls5ure28/gghKmDgLWrq+wzBXLSqUHikicGazytFdO7GIbfpY0UWKLJmWCakbi/hqks/yPLpFWrdDNPuDDk1H10oXPWiD6L2HwRrMZ0O3PV90ArWTWEmWvQ2VFapAGWhwrremip/OrW4vYzMX2Hj7ij0kQV0O6ThjuK3PXqTHkmjeWz+AMKN+MIdg+bY835pmrQCtYMG5avSR6AIryiCc3Ukt2/R2aAQUIay+eDEJt/HYb+hoVA8InQpXFhbxaGEQLkDwrLfketPZzIpSHKuldWU3iVFkeP21v5g65ArvVlQIjygM5lGiNmaGiouBq7XltTNOQ2RJZgHjPATsBDOFZwlVX52f0INFV1pRfa99WDC3/zH1dDJ57xxGrcnx6M/4ojU8rJLZ6NH9WAixWWtgn9gCZumXFP9BdSWjeC52HoVPb+MnRohqbukofy+bi+FzOK2Y7LKQLrejNS54oqb6Gz0oeXg9nP/iJr8zjobkNVNXrSmgSKpymTF7Q0mM1koU4z//af/llbrKQ5JOsVZOBWPFLX7l7jzWyfXpT3ROBoTWph+PV6GX48lshBs58nei3/+cebt09x3+9oJUzij6K6XbrEJLHQVTl+UkYwvY3L02nh/ZSxZqKkcMVzwG7v53q2PnETe8YOb2Tn5Rsz6M1k6zcn9HYRvELWsmK5FhqwnxUtRhFx52YeIR3zcXkZ4JB5Sy7j2jLfy6e98cNVnFUo4zogj2OYM4palekCKgYUztRiVBeAvSnLh9JGkpHXsu651IAtlxH9CqlCeP5TUnUi4HUns/UVwIlFIKWQVnVimA8aR6YzXNSV504kHeGavI4Ve1NLUDsqOqky+o5e7NqcVSXayUJKczFckVekuul2BJT1amOBDv/bkNiUK5ZVHFUrM56oH82M+22YlCshdv+6kN3lN/fW4GzfQnlxbluna064jOnMKHWUsnFMlVJDWBkmUsxST1X3SQOHvneeOFYZeR8dLdtxM8M27MSbD3bQRs7SMWV7G5udr2gjWhL8qa/GXEpK6Cwh8ze2k6ChF9xLhHW2sla/9/F/LdGTn2Bvw5uZxM4NuNoi3TZE0PS57xa1Uv3R3Kb1chDmqOSbdYYflLQ5JHSpHLM/897v5x/8k595dv3M9z/r1aeIRkfV0+zmEZ0UnVSdS4K2clqw1UYhaua9IRzr3TjJooBUYeutQGp7F9QJaZIgbDl/5Y1k7L/65XXhdg9UyHU1DlePxZQKa+aosFJS1eee4+LvgUeQyrIk8ViTGIF1/aQrIdev2bJloF9etnxR/Izyc/Pd1Ynl/e6ND3BLvhWhMIHVpjRzOSclTqh60xCOKIxet7TcVLBi6kw5ZRRSTrFV013tgIRrzMIHG7fr4B5dR9RqqVsXUQqKpKjo2uO2YaCwgrjsCu3IUcdMTTw1P4833eelVN+P0U+JNNVRqSw+oqClT0+JYClfNIfNyiJWS75SF+cS1J75RSUMmnV7vqS2f/S81ThULjyJ+VIXCyscKTsOTWTRUD9qT8qk4FScX59+wm6Rhue9dx+6sFtKj0XiO+axagYtk+drmWVSiiJurk+ev/eFbufD63fQmtahpnGAsX7adhe0O0ZilckBu6sGCJMVYGelbJaZCRUQTPk7PEP7w0Kru/KfvX1uy+PBzPdK6xV+QRb9YSNMqJE1LFliSZu5U6ojRWOaLP4PKxEtgrdCJkIyzwHLvOx65a20WFk+qUABo7klY2uLhty1+O8sJzNINNE7RrSzajLlMat5lW9nRNS4EkcAilJXuZn+iMFGSYkJZcLtSQOjE8vU/ePIbCU9GrISCqlRR36PwOga3bzCt6uCFStE/f/MJN12uvPzDIof80gtIK5r57ZoXvvZ2mn99D8r36T5zCyo1hP2I4O79JNvW0R9XhAuSSDqxAQPxZAUdG/7h9x75nAsfmsekKc4F59DZ2qT69fthecVXsKsTaWUFH+/NdPHvXsAsLKInxjETLaKpKmmlSng4wp+P6U8FQ549xeTsav0aMAb/QUV2/ga8pRh7+kZ2vOB9OAfn+fTDHwGg9v1DXHXpB9G9lKWzG/Q2OBhXrk2roTex+trrjyvCmYGyz8lCWI0nU7hgyZRJu5MMQz//+nPSfX7JjpvJQue4MKqv/tFbeelVN5M0HNJA58pGOdcrtUOqY1YNpgJWKSjWPStFjkzwZP+UofRGWTmFMK4UDzrLRQ3cXGFJC4QIBj4p3SlRNAsWbA5JkmLF7YlYgcprl2hc4S9Y0poqpYXPe8/uHOZIyWNQGxzcjvCkklreSPAE+lM9FGFcjb9/CdXtQ5KQbp3CaUcE+9uoWBzfss1VgoWUSmr568/KcX7xT9yG8TS9DTWso+hPeDiRIR51ykmNGw17wmSBJmqKeltlxohj+Hw+WcpyGJoCryuu4ElF89Lrf/fkTpYnIU4RnE/FjzROlMy8ktPwZIXKnkAlqH/hcfYHduM44q9wrDjz9mm8UOEtK+IVDs6FkypaCK3Wky76RW/ezbc/Otxl/s70dZz/rt3oWPGcX5nmrv9y/ETm3N/cDec7ZKHF7UjnrbHX0N4oMJm4Kbre499PCWYTLn3VbejYUj3c4zNf+60T+u7P/rfTLG0DGpTa5FmQw0qWJdGwjnSO3a6oflhXMLnGkWKgMBtbM3JFoKM9Bi5/2a0sbXUZ/24X9fffRgcBesM6dLO+9naOES/ZeQsqtQTLUryEB7v011UHkrOBTBMgX/RZW+mlSI6w5BMHSyUCryedUuuAseqkpQbPumUalQm/w6qTU357suKc9+1+RD+LzoZBV9VfVDT2pKIetZiiF7swPgbGokaaxJ5icdvxVcsue8Wt9EcdomdW8JdsmQQ7CTR+uAhjI3TPHCcLJWFT1ZBk8zhJw8snXy7NB0XZai150pXxkp23kPma2gOLsOcANk1xNm2gfUYLHRtYAccx8wvYbVMlRMfpW3QsZFx//yIqzbD1Ktm29XQngiGTtWgiGPIquOLKm1ZBqkyng+n18TaOYSouznxKZ1sTtaHKpa+8jca3D2EOz+BlZlXh/8LX3i4qXK4o9DzzP+zGiaWw9dZpnCiXGV1RKKziJOT3saOf04kUw04/A60EC3+Mn/BEVXSK4uLo2HnBu4g2NEmaztp8CZtD/fLvocxA1UwZgR8l1XzqF0hSngWKYEm+exrmTs5KIE9JXVHfJyIRBZwzHlEYX35fvy1JdFoo5WpQRl5rHSnSKofFuyGpqrLAcCKIW4rMARCYj8nlVuOW3Ce7UxXcviWYnKC+p48738VpR6h+DMsd7KZJspovXIvY4LaT8jCI87RMcuK6ztWdZC1wklyCtjh8SvhVKp+GWC3wyNSD6qEE4yrmzvfFI2bZDrxkXFbB2p6ScQqGdCp+pHEScOBCNenJ4jC4kR0y1ToVj09sv2kabVcruBRxxrR4gIRzGp2raVgFbk8Wl8wXUid5Um01JHVL+7S1x7nrv9pn4YwAnfGIBYMk6ZKMOTGMfb9HZ1NIUodwFvxFS/WIkPcejR/IxT+3i6VnCkHPieW7hLOWrKpIq0LWSytWMOlA5NsScoIV2VhlpbN8vEtJionhx+KGFllIC06jgapVSTaMEJ87ddx9vlq/ZgjfHjfEBbc3rvE6lsVzGhhHkgOdWBwtXgh+25YkR6+nyg5lUfClgcI/CjeuMvjKJ08uuT/nfbuxjsjcKgM4Yur0dCkUzrp5mnt/65G78Uldce5v7qa/LmNij0BV/uZ/H0P69rwbcM469u/63F+epn+eR39C2oXessJfkpouCWH/S8fwl2yJi49GPXQ0xsJZFXlNQ9Rolk53qB46Pozimvrr8ZMUFQZkyzI+cEZadJ6xXrrPPYvtR+XrdbMBQO2BZVQvBtchHakQjQfE548fV0HoaHfmowsF9/StmFYN1U9IXY3TTYk3NlEZQ136l+y4eU2eXvOf5ultbZFWNb0xSR5VKnj1cNbiL5vynlRMCovCRWWDx7Mgvx6OTtQVOInBKoW3FKNSI+ppnssda0AZH23c8b0PAxy3IVcUCsaVDnoxZQCBeHo5RDfzod/SOLHNScrynQrvBrcnQgjF4wVMyV+Qe1sxndCJJRqV1zQeksZMFsoEobZfpiJuThjXKSQNaaSkIflEQj7L6kKyVabCaRWBh3UsnY0B5rRQ9jX/LnFDk1YU9f0pOsow7gBOsFKV7Dm/Mo2/bGU6ECiiUA+knpEipTepBcakoPVARtwQRbfwe3uJz9lIbb9h8QxNLxBoVlKFYMkekydyKp68OJX6Pclxson/k0l2/vs/eSuX/PRxXK9PxUnFM96+m96kxVQsKlz75rjtI7vKEXh/woiTthIsa9Ep9tqqxOUXXgv+ol6zEL1avwbX85nau5n2BRNknuL5vzjN1//b6uTsrFunCduK794mRcyLXn07ac2l/nCXpFrD7Vmqh2PSqkO4v3vS3//C63fTe6YUOd6yFAdoSzgP3Q0arECPgEGBoHJfhxTSGtJxi4SvkfmW575hmn/43cF32f7haUwANrDc/9bh79gf1Ux+fQm99zBqtIWtVeitk1bejufeCN+5m/TSi/irvxokWFe7P4277bTy3y987e0CBwtF5eNrfzicjF/yU7cLVhkEstUUhZSooYhbmtoBg87AKsHqPlqY4bm/tZu4KZAIlXcjiy6k8eyT7p9wvLj0VbcRNaVl/PX/dj33vnPtQuEFv7Br6Ph6yzlcK3P4xu8ffwqRrG9QmT12El9AhbZ/eHpounfG7l1kNYPKXLKKQhnNN35fnr/wut18Z7d87pm3TeOmEI1YksYgubrqxR/C2zuLbXe448jHATBduVZsEgOgazWi554lXWprSesOlXWTsD8TlagwwJvtkDVC+lsaA2Wjo+KRFISOfn5H5efJXnA+ScPF5IlrkcDXHlgaem1ad4a6oC+9+mbZ5uYmwZEubt1Hx54oAnlqqEhRWQ7dyXkFOrVUH14mmqyS1qVLXSbdKyYqQkpWxA0PnRiM60nBECdDDdlrT7vuhIUIHilKAnaxHxaSqi4nCdaRQqHgLZSTjkwNjBMVpQyqcSCuK8JFQ1LVpGGuWnbIStLeUGWzwF+2JDWBDakM3L40UFQq9w1/ycJSzv/I5VeVtVQPpxhPY2dg5kLpiBhfmjluZFFGCrPOeo13QPYvbgqHKitUmByFqwzhrEznwnlLUtXE9QppZe3zamWT6fmvn8bv5B4VOfpAp5QTukKi9wW/sKtEUrzgF3YRjWpq++VYLG+RArOYwj7l43GAIZ2aLJyKJzSezOlCGjx9pL6eyrHtI7tgIAiEVZKc35sr9Zx18zRocMjxvvlEIWkYdCqk5nBGuv1JXZIUZXNsvi+Lw8i9hnPev5ux72V4XUPte4fks5KY7J77qc8vYrasp7eptuqcuvzaW7j3KGngtRLZHZWfxx9pnTA59apLP8jMRVW6GyHZKkRtHYlPhMrAXdJUZiKUDdCpKBgV5G2VUUKJ0ooV9SHXgikgctItu/KyD9HeGnL4eUAtP75H3ele9OrbqVlL97QabN1G/YfzJJM1jKdwewbnwAy21SQLNFdceRPBQ3NYR6/iMsxvd6gdkH07ulCAAa5ZDO1E3UQIjALV+OofPbok/tm/JhKDWSid2dCR6YlVcp5kYX68gqfGarTznHdwx923rPmccRXdqdWTn5XxYz+7Cy+yQ7DNxp6Y1oMG3UvhQ/K6a7e8GbSGNOXT+0Sr/YJ37Kb9ege9CGf+yYdI2x4PvWHtCcTRMMD7r3srZ90yTTibq9KMryDjroDE3Pf267n453exdJrI3xbhPXSEdO++YyoxOSMt2LiOpDEMf4lOG8Nf7qDSlOj0CbyZrkDY1igUVia4BUz06IlCESuvc33W6fRGvJwfIxLHBTYd4OoXfgCVWZKmTxBl+A/NlM+V8rCx5TNfv1G2/crbIJHtpFWHLNAltM7tZrnLsCOcDsCf75PWa6WniEBYVMklKDrvAN5SIg2DfoJp1bjzm+8HZGJk5+bL1+2cfCMYOyRRuzKuqf4CaI3NMpyJcWyzhqn69DbUBO+fHze3ncm+9jM5PoVUqitQo7K4yURFqSQqG5FDLbxUMl+uz/YGJ/dgABNChkBzKn1Lf0JM2HqhNBKcSM6tuCncBuXI797YZ8h8RX9UeBCZp/A7lmxMvAt0Bv6CFeiRJ8VNMJcQt1zSiqIyY0hDTXedIliwZQEEOVHbWnRm0IkGI5OP6qGErOLwolcL3ExZ1mws1Q7Eq6Bgl73iVv7hd4fXjJX3yOqRFON5xM3Cq2LAzYnrTwNy5CkY0ql4qseTLaX6VPSAeKrGGdO7xBBrRYd86P8rIvNtqXWvfHKmmjDbjA/GtfhLmqRmUY7FiRX1fbIIzzxTtK2z3NcmGjPMPEv0BhfPdFj/lYTOBeuoaU16/4PyeTOzMDNLfeG0IVOeZ//aNNXaiblSf6b3iRM+Fs/6d9P0r6iJiVwlx6f6FlReFFhZdJe3+KgVGOeiQDBBjuePFDpSpZGY8S1uR2AocVPxlT8WScrCYAy7WgWpKHxe9OrbyQIFaUbc9AgWUnHFnZlFNxoEMz1UarCLS2VnGCRJ6Z4xirfdG5IHPDripnQc3b7lq5949N395/3StLhfa/FSqCQWt2foTrp4XUNng4PbGUgrxkokXL1Fzd03Pjp1pMczVLe/5uNXXHETjHvUDprjQg8qhxOShkN3anBe/vXn3snzXz9NOJ9xzbPey9I5Ldr/+nSRroxkShBPpnCexQ1TMtdgD4RU5tZORC756V38/Z+s/o2ywLJwXk5gXUE63vKnD8IK1IrbtzT2GJzI8qJX304wn+Ds2z9UKKw0h3MuOIfOttaQGVkRSd3F2zBO2qqIr0nFIxqXkZEykgRGY16ZYIN05ysPLZOOV0S5JvdeWFkor+ScPRKM57N/997y7x3Bz/HpFWpOOj7qfpZvO6toUArrqNJjQceiwla9bx6MwVYDulsbQu51VWmSVrggG0+VZGxlpdDw9s6SrRvBhB7u/rnyM23goqoryOzawbSXuHbrW0j37pPvkR//a6q/gImikg9i5hdQtQr99VU5RhYpZCwYX0uh1HCH7h1OZFfBvY5WPco8cbcvpJNVJA0C4yrCnsEpJI4deZ3bgWBRvGr8ZZlWLG2Uc9RbzqcLmcglp9XcIC2Rz+yPKNye3Bf6I1JsZIFsOxqBuOGT+cKdUFbOnephWSfilgJEUrZ2UBTa+mMD5S+vK98/DZVIwUbS9Lj453aRhgKJygJ5v3rmClfKPI4FCSziC3e8g0tfeRuZ74iEal8kdjNfsXzaqabkUy1OFQun4qRCWcFdn4oTC6slmVUWdKTyziAlBh8YLiCK6bfD4B9I9xwgbsofOtEEOX5aGWjdC/PnUpqPQU4SthCNwMKZQTk23vHcG1E/fBA9OQ5pJv+tiMqsLJhXXHFTCcG55jm/taaJ1cnE4tkyEnd6gk/NKoNuOMhxisYsTqTxOhCNDb5LQWB2olwlyJFEOKtaKTRSSGuWuz4+SPbctiKtW7xlzQ/fu3bC3PzGPmzoY+oVdGIJv3YP2eISKA1ZVnZNVyZ5AHd8/yYg1zPv2zWTTIBvfuzRmZkVZFtxfbWExhIsqhIvLd14VwyPfClIeutESSoLBLqgI0iaT/5I/0Wvvp2/3fPRNZ/LQgevnaFTTTCXDMlvroyl032MhxDhh94Pc+e6LG8eZeECAzaT60iDDTOUY9EzHvddL1Oyqy79IGl9MMJYWSC4XcP2D4tjeHlN5qdgeFiz+QvdIW8E26wN7cvCmQ79cUt9j6a+PyNuuTRO27LquzjNJkyN09nWWmWyVoTKLHq+jZdZ0i1NsqpLFhYsYCSJLTD/RfLrKuKpGsGeebzvLUKaYs7cTFb18Q4uouKETz8wvebnPVIUkKki/ub//Q2uuOIm4pbLi3/iNlRmMYEkuFZb/PkYlVniMR/jKoynScdquD94GB34VJWiu7mOTi06tqTVHOOfigeByu+F4ktgyCZaZBUPd6mPGWsMjtP+I9xx+LfLf99x6D8P7ecO/2fYOfYGsqU2zlmn4yapFCy1CqbiodoRbicjHnHlPIwyvHlxROye3iQ8EpFVXdx2QtKU7yKQz9xVOZcH9boGnViChYyk7uJ2MryliHgspD/qiqtzXuz3RzX1AxlRQ5ojwVLOVegLHyJqacJZeb0TCeEZ5LoP54wQhfOCIxoVGVIsYBA35AlVik+IO7sUawWHqXLYlmZy/XEI5skbHpTnfTERTQPZ56QifBSrhY+SVBXRuBQ6ALovPiHxqM/f/L/HLxJWxkpxl0t+6vaS2DzxXcPdJ7yVJylOTRZOxdMpXvTq29GJfVTOm48mvvb/vPVJV2V6usSF1+3GnVIlSbj+kBgHVff3sY4iaXgsbvPoT0FSExJvMK9JqwPuQRFWIbAcT2A54exwtzycy/AXXXqV1Xcft6uIxgf//sw/3AjAzgvfg6l49CcrXPrK2wiPRHgHF6luGKE/4Q9h9e+8633sCH4Om8SPaG61Ms59724qM7JwVRxJJpKaFdUmJYl+QfItIm5aWvdC5ouvgtWIBGBDNNuTBoz9kyFqwMJ58nzcMqumNdUDiqWz7DELBYB0z16cyUk6z5jEW05RoyM4m9ajetGq1640ayviro8/Ps7Gl197C3FTigNlLXiK6kGBAJTdVwYkS52Kj0Mhr+ovSlfTOHJepDV57v7rT3yaccauaawjqlcoSTK8xQFBMa3aUsJRp8OQnaNNBJ/x9t0E85aRH/bwqquXmR0Xv1+cZQPpbvbGHboTDlkoED2bfw9JGBX2Iku4ZRkij9N+/xYe+jeS/M9fYDG1FP+gi7coajlOpEhDS/PbmsqsIZhPIN9V51v34G7bwmWvuJW47uBGg4voS3/5dp7zq9OkFU1nk6hn6UQSttF7DE57+JyI1zV46VU3lwo7vfWSyLW3QGVWIGe9s6fYOfYGTKeHs2k99pJn0h3zj10kFF1rC6Qp9sG9eCPbcY8s4x0A1elh61VwHZKxKsbXeAt9nNllbCWAJEVlBus4kJmy2H0iIqm75TWnY1PyHqxWxKM+lf0dsL4QmH1Imh76zE3oxS7qwX3U4nXE6+q4yzH9qUqpduSsIDobVxGNegTkxOh+gqkOutgrC4W1Qo+0MNs2opNMMPpVn6Th4vQNTj9ddXxesuNmmKji33uI6r0ZZBme78Heg7ib1tE9YwSdGyQGi6YsHsK5hLjhlcfCaogmKnjLCbrhYF2N2xfFJKuhN6pxI1Ey8jpyXWWBcNGUkftlPXc/Nq68J27KxMXtiHiBE8l1L+pIirgBPadQi1OolBLal+Z1rfGgN6XwOjnJumKxCyJhih3ImRqXnDdhy/eZ3NdFJi/i+VOQsINFS1oT7suLXn073Sl90o2S5g+XSEdCOhsC2Z+neJySTj0VT6soFJJ+1J95NJH0VAzivPfslg7OsiWrKOp7DV/7fyRpu1q/BhUEcOF2nH6KvxBjAofDzwnpbrSleZiOFdaVvwfdnuLGbelsgSzUBPOiQ676lnDO0p9iyAtDZcJrSKsiobnSZ+CO73xQFseCQD0VgG3hznWoRqtF0VcWClc7r+Wz2X9f9ZoLr9tN7ZBga9MKeFVFUpdOVzSSd7pqg5aMt6zJKhaT+0O4fUXloKV2MOUb//XEO1RrxbqvLTFyXwhvkX/vHP/VVVhm94zTyUZr1O9fQnXzZPDQDOncwtDrlOejWs3HtD8rY1XBXc0LBVO4PwvRFRgox6yEq+QLlU4tnXUOSV1IkWlzBW79OByAtUKKT3HVNZ5F9xXxaIaOFSobSNPqRIqJ896zm8ohSxYqXDO86hWk+J0Xvoek0eSyl9/K3/yfwe9pfIfOeofOJqjtlQ6psmIg1cnRdypVBHOKyhHL0pmK7uEaqpqiXMO2j+xiy+czqhd4RCOK1n0w+TcHsJ0VhIEsg6lxrDeALpleD753N9VoG2GrKvyGFbF8OnhtaN4P/XFNPCLu4VhD+4wml75SpIFNoLCjXumSC8JveMbbdxONWuKayFYmNYfs0nNwYkNa1ceFb77o1beXv68TGWwcQ5bhHlnG7juI2riObMMYWIszs4R730OYOBGX5w3rYWYBoohPH2Wo9njEZ82fscP/GZx1UySnT9Gf8MGVaYzbTjC+g9PPYUU5pCcZCQkPdVGpobu1gfE0Kk5hZh6mJrB+nn4oNSg0lCohPUVYJQVDdV+PZLJONL62Sd7VzmvBWpTr8pn4j+W96ydJax5u25JVPLKKg8osadVBZ6unblnoULl/VpyM9+xH+R5MjkMlRC13qd4PyXhNoEz5b2UNpKFDFqiygI9bLnFDU1WiLhQ3pOtfdOfjEYVzGKozwonorHeoHDG52zW4PS2KUnMGJzLoxNBdJ/j+7kZF9YAIIqSBot/MJzoOxCMFZFOkVouJQzBPmYD3JkVG1bgQzCrSqkw7wnmR7DWeImop/GW5J8gkXNHerMr1ye3lsLNQ0brPiPFkQ35Pq6Eyc/yJ5lUv+iDxmE+W+12oDLyxCgD+YkYWPg04C//C4lSx8M8gngz+wD/87vXHxPj+S49wRjDTykDzQcPoFx4on1PPv5C07pHU3HJRzXzR3N741wKI3ndVK+/6SJ1gPDuAKFkE3+tbeuskoXJ7CmqacM7gtp0SeqJMflM3UNtnWTxL1F3uv27wmx1NSnvRv76digLnH+9d/cVW4HTNpc/ieb80TTSS4+gPGdzI0si/TxbIuFqUgmTBbz4oMnlQUjGEVKgFoqUMNB60fOO/Pj5FqOqn9MddnvH23agUmi89mxf969vB5ipBrqJ37UaCBcPYN2ZgfpHs9A2oRgXHcTBbpth53g1krQrO6ZtJpprsPOcdLD1zkn5LP6JHxUntq7F4bSGGGk/01AuYiU7XkJSEUoWpkFtMK2LU5HWk0DTuibetztg1jfVtXhiARpHWDCpTYIVQ73YU8YjJz0fZn7QmOOnRe1ZPYgCsq2lvcrGOqF8VDt+f+9K7ueCdu7FKjKOMJ27dvUmwowk2VaieQ9zSpHX5vZo/dElqLlN3JVTvmyGZrDP2T4osUFRmYrJ9B7BJilOviYoQYO97CFYUMp/N/jtX69eQ3fsAKgjQzeEC8J53Xc/2D08TjUHlIEz8owVrcxfb/KBj0ZHFuvK7rTSHW/93HT73t+8BRDGoN+kRNTXB0olBNwu34CzUJOefhveDvQDoqQnsUhu17yCm22VlKf+Z9MQnfUfL/p5MOJs2YEYbZIGDv5gSPDxH1qphqh42dyd3IkPqarx2htPP0PfsgS0bygZGd2uTWmpQnR5YS7DYIRtvyLle1A5mIKlaROVgH5VkJJMh1f09dlz8fpwji5BmZAcPoSqVsnmxo/Lz7LzgXSRTdVxXkwWaLMj5HplFW4GvRSOrq+kv/eXb2Tn+q5izNqMXFlFhiHUdlNZSiHa6qFHhSGShdO+tVnnxYemP+aVBm9cxZKEWn4k94r7uL1loFe7rEDWc3IXb5oWEJvPycy2/N/bHHNy+GF9aJfdyv21xuwYQt2S3a3H7cu0mNeETGBcqM9L5j5vynYM5ubeYQPgQNn+NTuXzkqrG6xrcrkwzjZdPF1JL8wFLf0wMPXVm8smDof6DObpnjpLlMDSd2lXeUSuvEXmRoj/iUJixGQeyca9UkzoWQf9UPHlxqlj4ZxJPBun4VKEwHM/6d6I7XYmEfBYsGOrfOYDpdLn6hR+gty5Era8MdYjjhubrfzBIOq986Yf53i1rw2bO2DUNKpfvSxUY6K0XNQ23K2oY1hHohDJSZBhXkjDjKLAC2Tljehete6Tbf7SCT1JV/O2XJdnZ8dwbS8jSjufeiHPednaO/ypsnKJ33gggi1mwYIlGNN1QpPJUblBkPCl4Mt+S1sV91HiyECmTS6ECY99dW2HjsYbqR3QnBWurLSxvEkWStCpa9r118vleR0lBYCQ76W+ow8YG3UkXaJS/z+Uvu5V4ZJzOOoe0Bue9ezfKSkF4sl4ISVWMm5TNE09HkYU6V4ZRpdmTFIaDLttK4zbjAEq6jwDhvGIp0/SmzDHNq44VJYfGimeA281hT5EUHvGoQY3G2AUflSqstvQnLFmgc9WqcIjjUkRWD2hvkde7R6nr9scsWV0SqmKkbx2LPuLLuUxe8HYUoz/MaH7rMKrdJT08g5qaYP6ySTobhRw/ck/IaGc7zmKX7vZxwiN9nCOLx3QLB1DnnUlny2oDvnvedT3bPrqLzhaL8TWT34zxlhMWtlcJlmV/Te6XgQW3m3Hpq26T7miwgoCdKwtd9uO3Eh7ooqNk6HPWStzdrqHy7T3geZgjM5g0xc7MlKRcFQgE59Em/DoMH/lFR8XV+jWgHZTnovsRwQFQYUCyeRyrIMmlTYNZKRiD/RFq3yExUmt34Pv3Uj80gvI8ss2TxFN13LZP2vBRqSVueUPn60r334KPkdQ9vpATrnee/RtC3q6GECeo888agq0UogvXnvk2bOhT2btMPFVDpZakLlCZzFfU9va5+oUfQHdjVDfijh/eCoBpd9B3P4RNU1SlglrqgO+hfA/TqJE0PNxOSlbxsQ4ECwlJLU+lXCv3ZkAbISIbX6BsOiFXrGOgRJSTjtNQpgBuz+D21dBEufBzcFyoHincoynx7v6SxY0MOhXeR7gA3Qk9IA13LdGopu8JZCqtyxuzisA6o5YUF/W9Yv7oxHIxOjlELw01/nJGf8yhesSUSlDGU9R/OE+8oSkQTuOSVvSaJrMrC4UdL3gf6VhIsGRKWNMQHOfpAs05xVk4FU/HeCSN7VPxxEd1pjCjERyqv5iQjTVJzpoSQ6OjOiZpRQ0VCgCf/+tjG5sVPgHbPrpLuruFyo8n422dd6KtI5wAXZKBh6FJVgvcAqu44J27iVuWe26Qba9US1k8r8Ez/8Nu0QN/dRNvWeF1JnA7liwUnKxOoD8mZDd5vyKpC542Gi/Ix9LxMp7Fa2ta9w5gWU9UXNP6JZavOZ94VPgiaU32Ka0q/EXpzIULtsT4dzdXic+tH7do+eL/9xucc+Nu/EWo7Te5xr8s5Je94layQDqqxlFDkJsiLn3VbWDF+XQlzMIEsmBaFKxodlq9Qu89D53YEu9ucrJ8MiI/biHrqRNF5py4t8K2j+wqZWqNb8vObjCnxWyso6EDMT5OT5OFYkCGGvAjshA6mwOe+4ZpqkcyvvS/JGFIay7BAnTXQ78xDE247zeOfax3XPx+stDF+JrgwDLmngfJVpBsk23r6U0o4lGD01V0Niq8bg2V1UgrCp0GfOGrx/eEUd0If2m1igvAA29+K9s+sotoxLJwps/kNxPG/2GeaH2N+XMCub6XDcpakqbD0haXyoxBZQ7Xbn0LKFVq/1d/OEN27wNka37Siv0xlvDBedKDh4Yf93w+s0KJ6LHG1e5Pr5IAPt5rATAZNjaYhUWcTRuIN43i9FNUlJCFDsHhDrrdx+w/iOmL8pWuVnHqNbKlJbKZWdz161Bxim36RBMVslCtuW4VfBVlrEiJ9jO8hYGaVrx5FG++hz40J8pL1QATulz+slvxlpOShG6XlsFpkWwYwT/URs0v4awfJ5qqUDkQ4Sz3BYYWxdj9h9hR+Xn0lo3o0zbBwhJ6tAVxIlKrYUB/SwudWrx2SlYUhQqBV5nBdQng9HMOh8rXZiUTMJ0KbLTwWxAoIXg9U3J0QIoM60IaaHQmCkE6HbgbG1cR594kxgXVzR2l84yuMmvyqWS+/W6G2xU1pep+4RqofOLWH5f7j05FjchqhRMbUdrK140slHtWMe1ZU0b7+TfyxUfgyLxkx82km6ql2pXObKmGtTJxLgqSU/HUiVPFwj+TeLRmTqfiscez/t00OoPedkfULeYtlTmL//AMyaYxWRSyYSiJ1ayS0lypIX+8KJLAbR/dVXbkrLbonsLp5Ym5KyNmJwKMKG3Eo/kNOB9vu11F3JDx9/YPT+N2FPZMzTPetlsIfC1F/UBGUlXEI4pozJLW4IfvkSTvGW8TeI/Ksa8g7sv+Uq7qMQZKKdyuIpiDb3/kR8dxmX3VM2hvEZhAbZ+lN6VoPGzwOoIdB1kcv/LnJ3fdtO4z5UKXVqCxJxNvhm4mibyj8Lqr+R6X/fitBJ20LAYv+amcs2AGi6a/lBA3vSGpy6OTKYFn5B4KjkIbCBcsvXFF9ZClu04NFYYnGoUilbLgLWnCOehPFAWJQBzcti6LiSywWM+SjBnceYEZWUfUitKqy4XX7yYLoTnq4i9a2qcJJ+WM6V0nRrq20gWuPrRI9v17BApUq2F6fTAZznKE8WqoRDH6fVHMiZrioO3EFm8pPuam1bMvQGUZ/alayQtZKx54ixQMOoNoPCA6o0KwaJj8Zod41Cet6NKATFmZFqEcsudvpvm1PYMN+R7u+nWkW4/vDB4ejsjufXDosUc7QVgrdgQ/h80ydBgck3O0KkwG2kHXqqhqBbtujO6GOpW9yyKPutQl7CeYh/ZiHKcsFAA4aytqqYvjezA1Tn99A28pwluM6G0QKI8ydkgm1Sq5fylrcXoG6yjcToKeX5aJQi/CG2+i55axSYJqNkhbFfx981T3zZDNznO1fg3O5CRoB+YX8WbmUPU6aI3ec5DqYgO7tExy7hasq9FRiG5U0ctdVF94InZshKxZQS/1wHPpntYcInAX0qdOYklqTq5KlV+fmTQAKvt7RBOhFD2RpSSHWYENFiZ1ylpSX+P28oLD2hzLL8cnCzSOGTQ2snwyogs504RyGomVwiKp5dyXWPbJicXXRRmRf3UjW8Ix/bbIvfrLpkzai4JBjAJl/XI7ZhhKdFScCJk+brllEQOD+5txCmiWwo3M06L5eYrgfCpOxak4qdCJaFbrVIjE/rIlmEuxnks0FqxSPonra7srW614yc5bmLnQLwmix4ui+0k+ss5CS+ZTEgKsa7GJYM2z3LfBiShl81CCXTWuvD4pyLFK4fSE1CZOpTD6fSuL2YrJyHdvv45rWr8km9owRft8kVxKQ83S6Zp73/HI3+Fk40Qx14tnQ1ox6FixuB3CI7JoPhbVsBe9+nYcTwzE3A44fdFlV1aRVhx0bAiP9OC796zaT+scdQ40NGlFUTuUlQlA3PSOi9UteBZOZEXf3FOkuSlbUlfoODc2eqQW9oo4Y9c0XldI5nlTk6xqiXNvECeCyiFFf0KUWowHTg/RdncgregyUUJbsgosnybHRlmYeXYOM0jFadxbVmz/0DT3vPs4UwX/Z1C+TwXIugPskul0yr+Vtbg9IXTOnyek7KwiE4/WPYpGL2FH8HNrduQ7pw+gR48E11KZor1VlH+slmng7AU1xr+XEs4mLG8JJPlJcnOtA7lyzOiAC9HePoIyI6t+28+aPxs6T/Q3vo812dDzj2tYI53+dqeENR0rhvwg6jVUo0509nqCH+wnvG8PhAH0I9JuF2f7GTgb12MXlqAfobTC2bSB7sYG2RlNkfFNLUlN097kM/rdJap72nROr5e8HBgkjgWhX2WW6j0zmGaV7OBhuHA7ermDilJsoyoTAdfBv/8Q2eEZnKkJUT+an0cFPrbdBteFIMDML2CjSGBcU+NQmZBkL8pElrbiYqYq4kDtik+Et5yStAKSuhjMFY7NBWRIEmqL0zekNS1cYkehsagUovGwLDDMCt+JIiFXGejUiC9DnjwbR+4VaSDd9mDRknkFAVnu737borJBl7/gsRkXMk+LOtG8NIH64wL5dHriyuwvy0S0cKB2+hYHiw5Eacl4qjRe9dvQHxHVpq9+4rE3I3/sZ3bh5FPLgsReFIg6FVI/SoMFf3l1w+UpGU+jZP+xxqli4VSciscYbmRZHheycf1hsavXcUb7gsmhokAZwaY7icVfHM7oLn3VbUJmdtQJFQpFFN1PoNTfBjVQTgosNlYYbdEZBDPi/uktWfqT4C0pelPg9gfvcXqAEk3vgpfyon99O05kqOxtD7nx2jhGn76F/pbWj4QzcyIJ1LP/7TTmDAhmNdaFu3/r0RctL3zt7SQVwQI7yIJcPWxESWQ+o/K9/XQu2gQawocXyO65v0zEioRL12qol5xP3PS45KduJ6lp4lFJ9P0lLaTkvKvoxIMOYpEMlAltzlOwOanZODI50qmQm5OGJDFOpFZJ7x4rlAGURUcCX3LbeaKwnKupIMmv15ZCOJiTrqrXlmIgNCLZaHxJnmr7xYAqrQpXxe0o0qok8ToW2VvriUP5ve9cXTAUx0xVKphOF2diXMwD8yh+/50XvqdMsLIVcsFp1dJdpwnOaOKtu4grX/ph3Pke/PBB7uz+IXByU9hwRtFbZzBT8n3jJqQ1w74pTTAT0nxQfqRoRGQ/oxGFv9dgA4eX7LiZL3zmnSc0LQRKL4PHWiRcrV+Dcl1smqKrVUw/AitKN9nS0kl9hgoCTK+PimOC72fgOJBlZPOLOKMtVJpiH96HyQnluhKimw2BBzmU3evUk+LY6xp6m2rUfjiLjmv5OW+GeDlWKXRm8NoJ2ZgUds7UJEngojZMoDp9rOejpsZQvUiKAN/D9vvYOEGPj2EWl7D9SCBFvofdPIn6wYOy7z+4D+es00uuRXj/DMQJtlZBpRnd7RN4SwnRuF/CfySxNnjtFKcd48wsYvvC0TBbp4gmq8RNUURSfZnUZaEqi4OoqfHbufNzLkzgxJY00OUx0kl+3Vuw1RzWagV25OSDMn/ZlnynwsBOJ6JQlHmytuhU0VsnrtCZT+nxU2S28p2kKNJ5caBsMXmweLnJXObLPj4WM8kiXvia2/EiS3/UyfcxF+0wYuzmJDJBKX1N7j74mD/zVDy+capYeBrHi//VbY+7v0Kx0BTSc0fHiUJl/qXEi/717bS3O2ClCxssGWoPLIHWRBN+riihhjCYbt/gLw5gEpe+8rZyFG/WhlAfNx54y1s59zd3kzQtmb9CCz9ShLMKtycLcLEgGVcWJ6cnWH7rQNIwYKTzazzwF4c/429zuM4LXreLypGUy15+K24/I9iwjk/nBmU/yjjehMHrWO57+6Nf4HY890aiqYrADeqSxDi5YyrINCHzNG4/g8DHiQzB9/aQHTo82IhSJczj2m3XgxG+hDICV3H6ltoB6RC6/dwQqYAx2EGhYFyZROlMjJ+MK9tIq1JYBouGtCpylcG8wJDSquWBt5zY91dZnlAYmRxUZiyYfFKWiLOrcRW9CSkEolGF7sp543YF0uC1ZZ/KoibvZAazQpz0F0WqMRqzotR0lNLNyiilefOiIZudW/N1aSsU6EKc48ILvw6gP2XozWnpUKcW9eB+spXwmJMIMcVSuTuxxebXp1XQnzREE1KUVg5bagctUVOI6dFEBbd77BHPjuffiEoynHPOWvP7P9awaYquiSpUwU84EejRtZv+AzbNcCbGhTzcbJAdmRF1qTDANKtopbCTI6g5wfWrJCV9eO/gfN/470k2jsqxX4F7LwzMjKfobx2hsneZ7tbmgIOz4j5pHYXuxsQTuUGAGhVX6oaHE4UED82RTjRwexG2KyZqJCkqDDGzcyjfR4UBzMyhRlooz0HVayjfR3suyWQDlQpZ3VYCks1j8jGZwAyzUJR6rKMgtTixoXrPDCx3oFnHhj5UQ5L1DaJRDx3JtSwqeJakJtcPCunU5zA1vy3O62kg/imZrwjnM+K6SKUWU8bi/1ZLM0qnhvmzXMI5qB1M6ax3RWa1Z0rBDL8tvIfqoYz+mBRn8p2k4E9qqoRgGk9RycnKesWkueBRYGF5i+Z7tz726fAlP3U7NoczeV1DUtU4FjINjh0mtBcNk3TjGOw5zkafCnGK4Hwqni7xRBixrVysrrzsQ4CQFFVmiUZdvPRpdHb/CCJqipSccRXVg5bKkQQe2Ef2jDNKbGu5AGpVjp/d+w6U2zgas/vin7itJIieaPzg/ddx4fW76a4HlKj/1PYoqoczopbAnjJPICyEqnQNjUfkJk4qi5t1IK6Lgoe/rHjev5nmG78/6AAXxOQX/8RteEe6pA/ve2wH8DhxtGvyicZjJU/rOKWzwcPtWfx2RuVIQjzioqxge5e2uHgdi9tOoNfHn+sNFwowlJRlE036Y06pX55WBcYT18Dv5F3IgLKQ8Lq27GYqI0Z+xhUXVZBEnrzLnTQ0Tl/cm6MRWekLP4QTCRPkCVwBY6sqKocUxpdiwOqc39IT5/YsEK6G187lWkM5bwquQFKX4jStyRQhnBVIRlIXvw/jSjGShZZtH9n1yEWNtUP3pJ0jv0z/BduZuaSGv2Rp7BG4xdJpmmhCKhCrxcW2+UBG+P19AmVagYEuJz5hWE4bjhWF1Ot5796Nv6ToTdmBS3qeXPUnDElTUTmoqR2QfcgqGuNrXvja23G7RorCbibKPy6ojbUhvD6sLhSudn8aXQlRYUB67lb6Ez46tmuS59eKMmEutn+cQuHabdcTnTFJfPFWmU71JZH05vs4SpFsHqc3LmZZ9rQmbjfDmVnEPJRf/ytgTb1nbKZy3wxOu0JvSwPj6pKoX0CN0rqDzqq43YwkJ+oOkVot6OUealzIsFnVRWeWtKJFYGG0hnU06UQDZ3EJ5fuYxSXM8jLO2Kj4azy8X3KxTg9aNdIzNuDOtulvHcHtZQJ70YruaS0hEQcalcr0V0WiTJX5WqRvl+HwS9cLpCoDv23ojWrChfycC5WQdR1VTgWNJwW9THxzAQgD7fUuTkJpfibTZmlC6MjSm3BxU4vXlklG0nBxIsPoPamQkLsZ4bzA/wrVNKcv9/PeuIPXtQSLYuxWOyCfUUCS/EUp+K2W9cA2BA6UeZBUZD/iqlznj7VQeM6vTIOGSgakUkA5sRQMhYhCAcnKghwWFeeKdOsqj+mzfxRxirNwKk5FHp//m3eveuxHbQD3VI+oJcpHlSOisFNIR+64+P2iNmHVwJU1j2MVAsVrHg1BFSSxOfNWceFVqSKcN8R1wbBaB7wl6VKFCyJZp2Mx64lbuaOylmROZQLncBJJAJ//+mn8thmCb5xsMbNWPBbN98fSgb12y5sxo03UkTnuOPB/r3reurrkdYQHJdFsbxYjKLcnU4Vw3vCZr/4mILrux9unrOqjU+hsUEIAXx6oV+nUEjV0qcuOVXl3GoJFOReyIO9sh4JhdvuSpKfVnBydQuWAEinT6omvPts+sgsnUThd8U/QqconUlA5IoZPOpHJQ2XG5Gousm/RiJAoxS2WnK8jhUI0Cm4HGvtS4romrkvyYZXA3bJK7gNi4czbp7nvbavhSM7oKNn8/KpjesfC73H2B6fJQpnMOLEkkE6EdOlyOdO0LqZ2ZmoUe9oU7p6ZchufNX/GNfXXgzFce+bb+PR9QjZfaRy387wbuGPFxOz7H7qOC9+6G29ZifFVgTvPk57Mt7S3WtKqpnUf1Pf2MZ6mNxbgdgxLp3uCv8oV0fxlS7CYDRULRVx75tsgSdEXnYN1NZnvELc8/MUUnQxGMtdc9F7u/PYHVr1/pXGiDoZHlVfr1+CMjpKeuxWVGT77FTmHl5+1oVTuUdZiPJEczsIqfujSXyfbsTnvIq06mFYd3Y+wy8sor8o1z/kt0lZAsCjd/nTr2JAE8EpOAggPpP69w5jtE6TVgQGhVfKedLKJ00nyZoaBpo8/H4ExoDVJyycLFEFwGjpKMWdtwJ3vkYxW8Oa6sG0LWSsUfwJPk1YdrNPASQzxiCeO0XnS7EZSDAcLqUirhtJgiXOvmMwTqen+mCgf6VTlUtUqJ+cOJFPJu+WZr/AiQ29ck9akEAE5R51IJmHVIxkocLsCAVLGUplLURn4c31MReRIe2NOqaJkXCVqS8EKwQynKPBk/zJfEc5Y/LZ08m0OWUwaqnRkz0KwKfQmpeGAlcbEyubQo40f+9lduK58z4K87HUHEEsoCirx5ghn0tLz57KX31pyPU7FUydOFQun4qTiyTCAeypHWpOkTqeDrghAVnVL4tnKOFoK8+hQVrqNj2a6AGB82X4wp7DKkjQEu1pAANyeLCTFVCEaKT9YSKKhGHO5PUXmCS6+N6VwYsWLXn3746a69WgKhUdbIBRuyToVWEplooX1HLR7jNufUtQOZ1QfWoJ7H0aPjZI+q0F9f4rVir//0+HF1EbRcffNeFo4DouWYFk6tuGRiM7mikyZIvlt4oYs6l5XuqxWD/wq5DHBOuvUEo3JdMHrWHm8JlAkf06TNE+wYFB5p78i3AlRaZFzBEuJXS6kGoMFg9sTcynmxTfD68pUJM612p0IkhrETYt1XOKGFAUmsIRH5LsEsxrjIx3FiuXsD+zmh+8ddDEvfeVtfPkop+2VkVYtzfsU3XWapCqFQfN+S7Co6K5XIF5VzJ/lknlN3L7lS3/30eGvHgSoUZHV3Lnh10nP2IBZF/CiV9+OTi2V+mo8YBpC4yFL22qiUUNtr8ZftvTHpfB2Yhj/Xh9/7wL4HsQJLds6rhzyee/ezQt+YRdOApknCZW3fRJ/ro9e7mNaFZyliOpsB9Xp8emHP1K+V3d6x/99rR2anOx47o3lefrSq28maThc+qrbxOdjhWNuMRH1llMh2za8VYm+cRW9rQ2Cuo+7R/R+bZziP9zBtruY09cTjXo5/8Dm0qKUakeQTzG3jMoELS8SSnUcXxFNhujIEBzsoLv90vPlmoveS39TBW85IQt84pZHMGfQSUY8VZNpbiMgGg9yHwe3nO7EI34+PdX0JjS1g4al0zVeO/eLGXXxl7Pci0ETLJtSXU5nUD2cCUQqEYUjZSnhRkkthxUtCIfAiWUyGCwJXiWYz0jquuQGKAOVgz2ywMFdjsjqgdwrMoV1c1dmpXB7Ru7fVooTlVqqDy0SbWigU4PTTYlHA5woI1yQfdOJFgJ2ZHD6Nnd6d0uIkc47/Zmv8JZlX0ye3D+aeOFrbyeu6RLiaibEJNS4uS8MlEUUaiDCEM7E6CjFfXgwma1982HM1Oij2o8faZyCIZ2KU3EqTjS8NrQ3K2r7hsfo7myPuOGBWu2++9Krby4Nm2BYO78I4youfeVtOJHli//ficEOYCDfF7cswazC7Vl0TNlhSqpyQ3cSgYcU78EK1l0nOVzEseIi7eucKCdY0sfD/O9E4UVHq8WcaLxkx824vQzrKvkN8mNb6IrHE1WCA8vE29aWsrzzrvdxTeMXuXP5vwFw1Ys/xOgPenjzPTFsO8mwrnTz3J5MbQrOz5WXf5j+hI/bEwMkp6L5uz+TYqwocKwG3ZEu3PJmnWPoCwxy3qnXojZkcyjRCU+m7AAKoONCTQWiUYW/RK5WIgt8f0TjJNLVdHtCuNSpEJtVKsWnvyQJSOWITB56UxYnks6rvyCE7qySFyIdedzpS9FzwTt2l2aEa3Gizv7gNCCFSTivSWpi+Od2IKtKUdXYl7F4lhQ9wYKisddQPRjjHRwm4Oyo/Dw2SdFb1pGFDtELTiepyUFLKorqTEZ/qrpqH8a/n9IfcQjmwFvWJUTpJTtvwT/SQ/djrOeQbGwJp6Wb4v3g+DC9739oUCQ9+9emiRsK0AQTLk4seP0igXN6Aw7ElS/9MOQ4+yJ2jr2BO+Z+t/y3WjFVuHbjv0dng2ZG0ig0l1nVxS3UiJKGKw2Qo6gXxf2ssr9DMhLitOrc8d0PDe1bNDIoMKSrbQeGgkghoqwlGvWo7uuRhSFZMCDVWqWkwJ5NsJ5DOjVQl7KBg04tWeAQLCSkFRfvgUOYyRG81OAcWcTWqzhVj6TpCNzHU+DJNqOmJm4pMSsbUdT3WryeKdWqSrJ1LkMaNRUmT6qlQ25Kjk7qy4RBJ9LFj+ty/ulscL9xe4Miy0ksOi4ez9CLXbTrYKq+cFiSDL8txOlksoZ/uI3xmzhRhjvbI9pYxz/So7+xkasrKVScEj7YJdo8QmVfBxO66NglqbuER/rELV8K4FlVKqqZ/FhYFwwCfTQe1B8aKI4dHc/5lelVrvUX/9wu3EiUrnQmhpcysZYiy4ntEIFdJ5a/+X8H69k1z3ov3Pswabc7EDcIAhxvtbv2Uy1OwZCOEx/72Mf42Mc+xoMPPgjABRdcwG/+5m9y7bXXAvCSl7yEL37xi0PveeMb38hv//ZvH3Obhw4d4h3veAef+cxnWFhY4LLLLuM//sf/yPbt28vX/M7v/A6f/OQnueuuu1heXmZ+fp6RkZGT2fVTcSqekAjnDN6ykMv+5n/nEIZz34lOUqzbXPM93mLE1c5rccbHSC7YiuNpjCeX4jAUSeAbJxX5zSfzYelMqO1TYCxxQ5ePoyBuaaIxkQJUqZKJhJWkUUcCtehsAm8ZgoOymCprH3MnpFgQTrQAeFTTBK1QmSELhj0LjKtwOxlJwyGpj6BjO1QUrIyVj7n37i/hStdu/PerXutu3nTc3UlqDmlF+CIrC8qkPti5lQso5GopiXAAjKMIF0w5FbI1ReWwJdsiXUa3Jwmfv5TL357Eb+T0VT4tEBMopy/nXCHB6sQWfynD7Ric2NAfcwUGkUiCEI/kBUMCTqDKyQIWnJ4qYUEAhcSvdaA/LmRQUVZSx5Uw3f7habIK+EuKyiGBT3Q2mfw8FtWmaEwSYG9JFMG+d7Mk4dc8+zdRvWj4O+emYt0Jn6Sm6I9pqocM9Yd7JC0fnQjx9eio7O/hL3i4nQTVG7gxf+GO1drzO8feQLa4xB0n4mWQxzd/ezgRe+abdqNjIcAbB4JlxcU/J1LJzoQ/RBJ/8U/chv/MM4a/5+QEO8+7AbXUxqwfx4QuV1xxEzrOqHUT0kbA57/4rvL9xSSzMA8E8iRb/i4S3uI+oBc7+HGKml8a+tz+mED2imRZZSKxCwy264tHhcqgu7Ei3WYzUP1RVrrd8UhAlsNtXvja27EKKo2AzNckdU19Tw/labL149hACoNsslXKgAbzCb0JXyZkkSTXXs+SVVQpOKAyi9WaaCSX8MyLZK8j0wO3p9DLBr9t8JdS/urzN5TH6e/++/CkdeVx3PGC9/GZr/2WvPaVt5UQLpVzG+KWi78PmF3A6VcxjQpZzSeZrOEuRrgLfZLJGnHDwVNgpmpkgaa/vop1FZkFr51iPQfrVfBnu+jZJVSzRn9yhMreDirJMFMhaU6eNq4iamrxNAgUwaItBQf8Zcvi9rWbIRdev5v+NrjgN3bj9qVorxy2onSqclO5TI6ZdeQ3L67pzNflOXP0fU7PLWO3bcFJUuzeA6jTNhGva2C7CTy85q6ciicpTqpY2Lx5MzfffDPbt2/HWssf/MEf8BM/8RN885vf5IILLgDgV37lV3j/+99fvqdaXd2hKcJay0/+5E/ieR7/63/9L5rNJtPT01x11VX80z/9E7WadFa63S47d+5k586d3HDDDY/me56KU/G4x7N/bRrtDQipRdjQI97Ukr+PNtVSqlxAdm74deKmRzAXk9adtd1M18A0Hx3bPrqrNGpTRmEdIWGqWBE3wcvH5lk4IKimVYt1hrNKnSqsJ5BgtysdYuMJOTVYlteEM8c2uzqReNy149cIlVpM4JCFmmA2IRqXLqfViqSR3/KUKE+pDVOPOL1YyWtIDx7imvrrubP9B+VjZqJ13P1ZCd264sqbeMnOW0jqDlR0qTJVxAt+QTp1bt7N9ZcsaUUWeasU1cOG/rims1G8MLKw4KPkGOlFRdI4sWpBJ7lXQtUSzEvnX8i7ubuskSQ1repcOjJDZy42X/jdnqW3Tvw8lJJpBMi0LW5Kd9VbtrS35tKquZO4dQSmYV2F05cCx+kqLnjHbqqH7JCL9tkf2I0NoHJEoSPobLG4bYXXFrO/pCaJXf1hgdx1Nllh9+excH4LZVpcu+XNfHqPQJGOXLaBb/zX4cR85znvoL9tjCxUpBU5R178E8LP0rmbrdlYITwcQWoeGQK0cR06ObZW/I7n3ljCao4V//h/ScFz2ctvJamLSZfOZPoR1+W+89KrbqY36eFq8O/ezzX114vxWr2G2baReCzkC3fcVG4HwNZdnLqH2xnsX/3rD5V/f/lTb2fnBe8iHa1ifIc0Nx0D+f0kgU5LrgfAzqlfo/v8MwRHv+I+5vSlyEzqUmRqI8cyrejSRdg6ivBwhPU00agnRo9WoG/ecoK3aIUzkcNwepMe/rLBSSzdDRWUtWRhoZpUnGf5lCD3ASnckzM/L0wNJE3wF+Qeh5UiNENkgxsPRzjdBB1nGN8haUp33j+0PHScjo6V0NGkOej0BHOJKCvlhybzNSpVZCNVHGOIN43gzvdw8iKuu6WOt5wSjXm5j4pD1NL4y4bavgjdS8Wnwlp66yXH8hdidDCGM9fG6WVE66oykehkpNXcKyK1VOaEJ6EzLfcVLRC7uCmqa8/897tBQWNvSlrRtDdqnATqe/LiPLPU9gunrd+Sbbh9EUfw26Y01VPJ2lPCldF+1iasK2Rye8ZYOfVQI08D0MspGNKx4xWveMXQvz/0oQ/xsY99jK985StlsVCtVlm/fv0Jbe+ee+7hK1/5Ct/97nfL93/sYx9j/fr1/PEf/zFveMMbAHjLW94CwBe+8IUT3tcoioiiQUdpaWnpOK8+Fafi5KN6xJRdFIDLXnErlb/5AapaITmtWSb/xWhdTLRWJP/NuiyAeSJYWt6veInVIj3393+6Nldg20d3Df3b6eWYX88K/yBR0M7NfboCD0mrUtxkTq7JHwhcZKXsqr+gcHqW2kEzdFP83JdWk96fimEcSa5Y3SAuwypFdNoY/oHDJwR32hH8HM72M7D7DpYTEnfbady5Iml6pPirz9/Apa+6TcjDRymLveB1u3KVlAHR0+3LotydFMJpGir8JVE68ZdkqtDZqEp4khNZdHaC5MD8ZW5HiMyOApuIoVM0qnAO2Zz0LtMNXXPR8QAy58SWcCaXBk6lM6kTS9yQZF5lAmkKcvXTNJ84KCPnYBbkkCkjnIbgAPTHFOe9ezebvtihvaWCOlfj9BXNBw2ddRpvSeEvQNKUbbhdResBI4RRV2Mdi78w+NF1Kud074KNXP6yW+mPOoz9cJmjY/55Aklz+wMd+wKiVZJvjcXbM0u6dx92bHSoc1xECbHLXY93PP/GNZ1t9YP7T+w3gpJ0/fxfnKY/KmpaBQSiu96T3zy1mE4XU5jYnb6F3voq7grokvHFuM9fTMgqDu5Mu3zO1o9q6u07hL63j7dxHX/1gEDAdq77d9xx6D/L35NvHHp5/1mnS6FgRdXHOgp/ISEe8VCZJTzSpz8RojKLt5yCtcSjfunF8Lkvv6f8jiBCAk5iicb8wYTCDGQ2i0lFce5Zb3DNQK78FlsyX9MfVVRmxOHb+AILQkFtr2zrrt+RwnElqf3aM99GNtEkq3gkLb+UHI3GxsSNfaZfksOPjp3nvhMbeuhWhasu/SBp1UW7qjT207GV+5KCaDIkOa2Kv5TBaAUyIZer3AfBawsJPq1qnEjuBWnVRfsOXicjyZUKg/kI3UuIJ6oYv4WTGBJ/4FtgHSFFZ/lxU5mYbGYBMinI+TJJTa51ZawoK3XEf0HHObQqFR+GQhLW6xXTJhFoUJk85/Rt6Qp/rLj82ltKrkzcEClZnQkE7ung4HyqWDjByLKMP/uzP6PT6XDJJZeUj//RH/0Rn/jEJ1i/fj2veMUreO9733vM6UKRzIdhWD6mtSYIAr785S+XxcKjiZtuuon3ve99j/r9p+JUnEhEDY3fsbQ3aloPWvRICwpI0Qrlh7Qi3X3jKC591W1UDvZhvI51IW56hHOxjO+V4K8LgilwzEIBKCcKRVhtSy8FlUgBYDxFe6MmmLelnr51RAFJJ6BjLd1hK+RTtwP1/RnBYoZx1arR8VM9rKtk1K9y590VC48y+WLkyoKWhRp7/hk49+59xO1+JvojLn/ZrVQzg92zf0134BOJlR3Jy6+9RbqfSuHBKu4KiPxi9YgkO0ldVFnCWfldo0B+6+76QdGX1k58BVJZnjwZgR6FM5LsJzXZF7cv56zxAJzB+RyK5K7KoLlfElKrIalpgUWllsqcoWM0vXUDlRglgk+AyMfKuSjF7cLZ0un1l+HIs2u07k9AabLQ0h9RZBWoHJEk3u0IJClckM/OAkVnE7myzOD7RSO53vwGh2DB4ncMvY21ki9iihXQE7y82xe1qUJjv0h+AILZmOzgYdz16+hetHmoMz84oEq0/Csh9vRNJCMhl77qtlJlKDwc4e2bw25ZN6TEdCJRTFye+abdZH5+vCs5vCRTZM84A+cf70EFAdGmluDRPc0VV95E3HLzbrIlabgoA71to+y88D3c8Z0PcscPby0/Z+c578CcuQUdJRh3UHgVhQLAHUc+Xv592ctvJWu4MtnqyOTAX0pKiNPVP/Z+jO8QzEVYR+Mu9YknqlKM2WGul982uQCDTLdwbLkPyliChYRoxEOnFq+dgoHelM/f5RO6F7729hI+VyS0wvGRxDbJoZ1xC7xlxab/MyjakqlG+fcDP7sply+WCVqwMCgeM88BFfLSq2/OlYc0KIXbSXGXI6gGxGMV3G6CdbRItOb8Byey9Mcc4TBFhrjh5JKiFpt31cMjscjJal1CeFQmEK001APPnLSY8Bl0N8b6Lm4nIa15pBUH60AWOrkqHwKtK4qHQq47E7POqCEGlpUZI+aDNWlOWC3Xk9uX37XgXjl984gSvtdufcuqKezKsFqV8tC2ospC8JFEQE7FkxMnXSx85zvf4ZJLLqHf71Ov1/mLv/gLzj//fAB+9md/ltNOO42NGzfy7W9/m3e84x3cfffdfOpTn1pzW+eeey5bt27lhhtu4OMf/zi1Wo3du3ezd+9eDhw4sOZ7TjRuuOEGrr9+MGpeWlpiy5Ytj2mbp+JUrAxlLJX5jLimSRrSzYpPn8Tpp+hE3Cq9rhHil6uwjnQse2MOxq3k3RdRsYlGPJS1xFWN181v7r4qu2onGuGsJHoyVRA4UbBgy+mHkGxF8tLpg8oUbge+d+tjl8t7qsRaGPLHK06GbH4iUXStiyJR51D4leTQuK5wI8qF2viDItR4kuQbT5JvtydwihMJqy1uW6Nj6fqnVVvitlUm3AMnIldosuX+FK62ACP3xcQtF51Y3L7wKpSxdCddwUZnoiC0tK0g0Mt+giT8WSBTBR3L+ZiFllgr4qbFiV02f77H/DkhSUMImeGckEv7I7ospq2GhbM0SV0OSm/9AMwfLMq2iwmNyixxXZMFPr1xLV4Sjhy/YHHQwS5w3Cs9UPy9czA1QedZm3A72ZrS0u76dZipUeLRikxkcldaJzG4nQz38BK20yU5Y5L4jLU5TUfHc944zV0fH1yf//h/XcfzXz/N4nYxvEOBEys6WyqElfMwvi5hQ8LTWXEPyeWcgyNdkpEQ1oBKqThB3XuErN1e05th5RTuypd+GMfRxE2H6qEYp5/izLZJJweJd9L0cfoZKjV4e2bJJlqkVUdkiH2N0zdlkm91nuhb8t87G5CxFaIc1DN4SwKHjEcCdDb4fmowSCENFP1xRWNvhnGKSYMiqg+8Qeafv54XvG4Xma8w54U8+99Oi6OwL+pIomQkSXXJBbJyfYr0qiILxWQxabjEI145PbZTnsA/fUVlNhU4VKjwOwYdW4EiAhjojzrU98vFbxX0Ww5+x+B2DHHLydWLNGkFKrMCD8w8IVe7PUNvU0OKqZkexgvwOilx082bIxZ/ISaruiS1YXJQcR1X5k051TaOcBBiR3glSQ3CeSFAo+RaqOxbPZ07OuJtU5iz15dy62XTRuVqb4FM1J3+sEOjKME99ScLpwjOjxDnnHMO3/rWt1hcXOTP//zPef3rX88Xv/hFzj//fH71V3+1fN2FF17Ihg0buPLKK7nvvvs488wzV23L8zw+9alP8cu//MuMjY3hOA5XXXUV1157reBiH0MEQUAQnCw79FScihOPL//F23n2r03jRILTTqqaaMwjmLWlu6ZxpZtUJFvGFay4cRRqheBDcXMsFkog1/M+sX15wet2SQe1qkroTVaxubmWImlC9aCY9WSe5R//02MzLjsVjy6KLvPRkXmqlLddCacoigLpKoo8o85dl60L/oIlCxTRaH6u2IFj7iOF1ZBVLfqwJJU6ElMmt50n13lylfmyf5U5mTT5S4akrnOFG126yGLAjbNSmjEa1UQt8HKBFZVJYZAZyAJbJibWyRORPNKayPdGIwrjaSb+sU1vXYW0qktnW69ry05kb1wTj5pyArDy+6eBKhWdlLH4SynGlYTOX5YpituFcNkMEYazIHfbrkhH2u1b0vUjROOBuOV+fzCJuvrH3k9W9fDmuqjRJqqfoNIAG3r4czHuQpdkqo7TSeieMwFMlOTeq170Qbz9c6QP7Tk2DM7AWbdMkwUDZ+6v/4EUD8942+7BPcKKTGhxDpX/t2LaJSZemmA+Im0EQ4psJXxKKZxWE91qYuO1+UlD+5lZNAZ/KUPHApnJRmuodHAww/3L9Dc2MIGDjpuY0M25MrpMup2+TMqUhX5L4+Zyn0U3vLqvS299VbwKFKRVT7r6eWK+8roqYJ86Q0zy8vNRflObw7GkQJy7QFzrg4W8GDAyVU0qGr9jSjdlnckEQaciFpF5lFMo8UAR9n5hwpbUCrMzTRZIM0jI/6LCZF2ZGPrLltrhTCBSjkyUowmfYMnIdaXF60HZfHuBTLs0Im2dugrPkXt+b8wlbjXAWlxPphQ2UqVk7NGwxyH/nxWFkE6RAjTKu/5K0ZuQgsUqgU/OPXOU579+ujSb06kIIahUJiRpRWMn/CGYbgGzFTlXQ1pxCOf6ZBWXLNQl/A/DEBT3KRunYEjHD9/3Oesssah/7nOfy9e//nU++tGP8vGPf3zVay+++GIA7r333jWLhWIbRfERxzGTk5NcfPHFPO95zzvZXTsVp+IJj6PVfHTuTut2pHMpxFkHjDhwxi1HFq/EljdinYqr5krljwKmoFP5fwFVedGrb+dFr74dJxIccEGge96/mSYLwWsLtjVt5F2ayGJ6itqSJq2BvySvqR6xfPUTj1wgXPxzu2g81KM/GeC1s6GE4kcRV7s/zWfTPxl67JrGLxJffC7hg7Ok9z94wiTpK664iWhUstCjHWRXLpRObKh99yDmyCzqtE1g7JAh19Gx8+zfgOUOjLXonTaCTswxj9Oq4uCoQqHkJkTmGAR38NvCBdAOhPOCL1ZZboxWV7k05aBzf6LdqsJEqlA+SuuWxAMnF0Rxehq3L0WK1xE1HuPK+dmdEh11rJAarc73pa9KQmmWT0CMJwWBvygkc+MDypaFAmqwZvpLmrRqy8RieauPVT5j32vT21AhaklnuUiQo5YuVYS2fWSXFAY94T2s+4eYoKIHXcq8M60zi9cVKFV/TFHv2dwcSvT+M1/jxJbOegd/yZZSnr31ITq2VA73sO0OO8d/FXP6RqL1VUygsE4N/0gH0wwxgSPdb61IpuqkoYM738Ofi0lrLt5ihgkc3LmOJOijo2v+Rpf89C6cQBEeUUTjcMb0Lu6/fnAdN/YaoqYo3ASLZjARyc8lbynBbcfEo6JQFMxEudfB8EnibtmM7fUwi8ul/OoO/2fK54/F6SmmK1dceRO6lxKPhyIJ2k/KIoqpupiWxRmqF6NC8T1IqzonJ+dQG2txuoZaZIiaDsF8itdOiEcC+pMVmQD5GifKSEMHnRi8ZclElbH0x7y88y3XTVxX+G1bypwqI0WvvyjYfIBgXqZbUUvh9sUczSpy5aRctlblxXRiSSuKpCrmZmpm4KVQJMRKQxKK/HTmyzWR1OT68TqyzWhUUTlicZB1QMzQxL8BKGFGSS7DGi6aUnCgkns7xFWZtPnLlrSmyTxFfX+MuxyTtIIceuTiRBn+4Q7ptlZJKi8U4oo1Z+X/jadK4rmTSLGtM4EiqgycTLxXnEj+X3o2VDW9MfEdKSRdncTKebmUk56NxVvKyEKNtxihIxdv/zxuNcTpV/EqDlnoYHxF/fuza14Pp+LJi8dMOTfGDBGJV8a3vvUtADZs2PCI22m1RFHknnvu4Rvf+AYf+MBqZ8pTcSqe7Dh6wfyH372eF772dvotzeI2TfMhpHvSNzIZyDGZWZCTnB3R2i6M0YqRNsj/dWKHZSTz12SBHlLV6Y8Ldj0LZGHxlyyZL4tX8yExU/rSX0phcdnLb10zgbzgN3ZjPFmEdAKtBzJqC0lJNvxRx9XOa1GOw47Kz/OZ3icA6bya559DFmjMoSPyuhMgI1/9Y+8nHR/gcdZSpSrCeIrlZ2/AX5xEx4a4eWyN7yuuvAlzxjg6GZWuaKjIQjG3Cg9Hq45dsRCrFHRiVjnVDi3UufGTXdFW607KApwFWvTi8yIzGpXXxK0cTtRVuMiCruMTa8sZV06Kxe0Fs17+F8xKQp9WQS9D64AkpL0xca7OPFFlqh6KSasOUV4Qex1xeQ7m0jzBcqgcgf6EKBeZQJyOszAv3NwV8BEDWIXx8uQO6E9JF7h1nyEaD6nfs0DN1fQ2N8hCzfImh29/9LpyGzpWuH1FMAsj9ycsnu6VkrW1Q1KMxU3pDqehyonYlNepE5uSM9JZ7xDMm3IiuHSaQ+2gIeymouO/YQrTqtLbUCvfkzQc0mpTcOTdjKTpE+4XuIbjOKhEEkK3k+LtmYE0JT0sztL6/O3suPj96E5E9oP7yoL57//krfzYz+yivs9SOaJobx4eGxXPF9e3Tm1+LOW8TqsOxq8MOr4Nj8zXuL2My15xK9UHFulua2GesxF/KcX72t3ltp2J8fLvo6+3nee8g2TjwHDOm+2WuP205mKaXikVWiTdTjehe9boEC/H6YlMrRShcgyDuRTX18QjLmnNYaWJVxYojCeTCes4Q9LIxetEClXuaQU/xirAWuFCOJSqYiqDxsMyBTFOXuBaMDq/9Wpob3JQKYTzch2kNYH76SwvTBx5r3GlceQvF1wC4Vu4HcpOfWOfod+SqYVVwkGIm7osOorfTWW2hMNhQZsBaVtZS7AkhaFxBhNIp5fSX1ehUI0SjpClc0arLACCuYis4uL0UrLQJW65KFZOMosJuCLzlMjWWlEzc/tSgAVLcg/wulK0Ww1+x+DEqpyGG1fWOL+dE511Dm1sOujYEo+FYpi3eUzgPEmGbXi43UzUmSbqcDdP7Tg1WTh23HDDDVx77bVs3bqV5eVlPvnJT/KFL3yBO++8k/vuu49PfvKTvOxlL2N8fJxvf/vbXHfddVx22WVcdNFF5TbOPfdcbrrpJl75ylcC8Gd/9mdMTk6ydetWvvOd7/DmN7+Zn/zJn2THjh3lew4ePMjBgwe59957AeFNNBoNtm7dytjYsDHNqTgVP+r4u//+Np7zxmmcWCARTrwC61zCSPIFbAV3QLDfdgj+oFMLKbz4X91GMB+jR/01Sa9jP0jIQk0ayk3bakX1UILTlw/obhwkyr1Jl/644rlvmKY/Loua8SGIcky6K/4KbjcrNcR/lHG1fg1Os4m7cQPZhrEhvGrS8slChbeUYeMEZ6RFttReZUAFMknIAi2KHxsrJ/z5Wa6oEo14JZ52xwveh/Ec4lEflVm++GnhQRQSkLDaGKA/GXD5tbeUr730VbeVk4RgNkInGVmlOlQkHC2/+Jw3ThPOmRLukFZV6aqsczJiGgoUybqyAOs0hz408hPpkWRIilihvmWRc9NtC5k5nLWYRUm4ehOatJrrqlsxonIS6I95ubmTJORxQ+AjccuVKVkicKnCJbwoEgrFrZUhqjiWLJTn/CWNjoTs3JvU9MY1WWWUcDam+sMZ5i5eR2/d8EpbPSTGWdWZjNnzvPJa62wBt6/LxL+IaFRRPWhL+JfVCpVCVge3M4AOZn7uTh1bwvtnycYb9NdVy2M3dEhTUaZJ6h5uO0EdmoNmnXR9i3g8FA6DgXh0I/58jOc42G4P+hHpaIW05hF0N3FN65e4c/G/AvCVP34rL3zN7WSBojJjOe/du4fM3L7yx2/lha+9HZQ4E7t9K47FrnTiv/jpQdMgrQrkJ60KAdb6rlxv+bkQXXIuV7/wA7gPHiLbPHnMUycbr+O0BzCl3qYGXjclrbglr+clO28p+UNXvvTDRBPhwPAMKZi95QSrfayjSKqqPH8KAr1OBUJVuX8O06yQhS5pzc25Arrs+qvMlok2SMHgt3MOy4S4JhcQIasFfqQTmbz2xqUg9zoGP4fMOTmxPakqwjmTT/8setaSLcvEAAuddY4k524hKSvnSXdSo4yiMitFQSGb2lnnyPa0wIj8jsn3n/JcK6eMSvY1amlpNkUWZQSqk1QFtlgUiU5s6a2Xe35xbwFIai7+Qk6E0kih0Elw2hFZpU6wkJAFTgmx0rE0udKag04VnQ0u1UMGryvnutsfwI5Qg+LK5vsg96acc2Dl+neO6iUbL5fOzSxOX6NSQzYqvJYskPOjP/nUh5Cf4iwcJw4fPszrXvc6Dhw4QKvV4qKLLuLOO+/k6quvZs+ePXzuc5/jIx/5CJ1Ohy1btvDqV7+a97xnuNN29913s7i4WP77wIEDXH/99Rw6dIgNGzbwute9jve+971D7/nt3/7tIWWjyy67DIDf//3f5xd/8RdP9jufilPxuIdOoHV/Rme9Q9SSRX0o8n+mYTE9GC4UyjF5KAmLMpb+pF++/WiFCLeb4fYyKlFGfyqgP6JZ2hoQLMhCktbg2f92Wkx3AlkYoxEhNmcV+dzCqTfzhUtRJLlPZBxzKlAJSbdM0FsfDnX93V6K24HuhoDsqmfKcUvMKgLci3/iNmyu+LISXmS81VOFwr1UZYJFXnnDNvnv0N1UFYy9p3Aiw+XX3iJGUu7qRLycEmh1zGOoMoMz10ZPVkqc9Vo67SuJrM/7N9MkNcE5h3OK2kHhA7h9S5LIb5pssDnpuCC6wANvPjmyeuWQLPpJ0+Zk2YH2fOHM7PSlYClxxbZI8CW5t1ogdk5sWdwm3eDiPV5nYJIGcNbN02ShzdWUVDnhcPqijhQsiCpLkfzFTUXcgm6qaW+oEGwOaDwcYbxhJvd3dl3HRW/ZzaHnOmQVg9NX6EThzyuiUVjeKklZsCCyx6M/zPKpncqNpSxJRQ8VAZKsKep7DOGRmHjzqEy5fFW+TufEaScyhA/MYGfncabGUZ2eKNq0qugoJa0GuJ0Mf99CvnGLbdWh24P5RfwowcYxn17h61FE4exdxAtfezvdCc23/rP81oU52CU/lTt/O4rKwT6f/bvBWlq9Z4alZ05BMGhi9DbVyt8xHnFLWIk5awNp3ePKyz6EN9vB3PMAn4n/GBBH83g8IDzU45qL3ktvi5BriylDEd7CIEvsj/tDXVSrc3lNTwuEK09EVZbzRexgH7NQ0T1zjMqeZdKJipBuq5q4qUoOQDgvHW3rQH9UfvcCuuP0ob1JVLrihkCCrGOp7LP0xyQpV0b4MRhWuRQfHc/6d9OECzbv/ksR0W9pguWB6WKwsAKepGW/vI4pJ8tJVUtSHqpyCgIDaViQe5FxFcGiQWc5v0fn10NDTOWcvlxfyh0k5dYBMikYjJ9LtjrF97SkoQPjYQnXwkpx5fQzWWeMTMatcmg9kOF2BTqkU0ta0TIVz6//LOeZ+G3hDBU+IGmoCBdlUhfXNeGCGUxP82mEUQpCUKkUrmlB+F6jCD8VT36cVLHwe7/3e8d8bsuWLavcm9eKo4nLb3rTm3jTm9503PfceOON3HjjjSe0j6fiVDwZ8Y3/ej3P/8Vp6gcyzFFNZ6ulY1RI7xWdmMxTOLlTaTGCtkqM0UDlnbe1eQOdDb504eoBSR3ipnQ/42auuR9BWs0XlJ4lbubJoAXjW1SisFULSwqvA/0fwYBuR/BzKHf4lrPD/xl0rUZ22rqyM7Yy4qZHXJcxvU4McdXFeA6Nf5rl8pfdWnpXuFA6lBZhVsAgQAoDqxTGkSQWGHTX83CSfCSvB+8rul1rhRMZdGxKR9qjoygkehsr5bRjrYnCWtGbEoM1nUBnIxQnVtwSxSMTiFdBubgqMKE53iaHwwp0J5y19EcVTixThSwQuUSvY/NutSQEvQnhwTQeyomXzRyznEB3vZCPnUiVcJAshO4GmLorG/5YlxJioY1MRlROqgxnoDJn8Jely5gqwAh0pDelCGcsvUlNZ1OFTX+1xJWXf5j5s8MywWufJp1clBClseLW6/QU4Sx010kCJZKX0q0dGNBJ8um3Lf6c7HO/KTKX1UPiTZBWdGk09ZKdt2A8VTq3Hx07n/FusnpANBnmxFyFSg133H0LANc857e48673lX93N9ao7O+c0E/3d//9bbzgdbs497d2o2P4p5ukGPv7P30bz3/9NMoYotHh7qxpVfGXhYRsXCUQoFy2V2HRkXT63aU+1nGkAz2/THbgEOoZZ3PFlTcJjG7Ew5+PSes+bmap3j+/iuNz1aUfxG1HXHn5h4lHPFhxXRaQTB0ZOuuD3KhvkBg7sfCwdGolGTVgaorlc1pCNPYUvQnB39cOmiFRCJNDMq2T+wB0Lb1xcSyOC4Gm/HoJ50QStUhsrZb3PFL4y7nC0LIQ/eOayI5GTSXnciachzSU73l0oVfEj/3srhLKYjwl/hT51BHkXqQzWSeSgHLaIAVvXmBH8l2d/H5mPEXUlHMYZM1RwaAIURZUXlRZLZ8psqymLBZVBv5ygvFkQui1U/xFQ1qTSaLAVm1ufjnYX6uhP5I7Y2eQ9hWd9ZpwVpoMsgOU7txlo8w9qqHzdCkUTsGQTsWpOBWPJr7+364fLAB5RZCGsujp1NIfzY19WprawWzQ2YFS/7/AO+s4w+kLrnRlvOjVt8tC2NC0N0u3TOQGZToQzEuSltQEY2q1AGai0dzVOf+M4n78nenreCJjR+XnB6oqSoPJSpK4rtXgmefQn6iUZkE6Fh5GEQWh+8U/cRvWldG1SoGFJcK/2Y9NUszzziOaCEp8bQH3sloIe+RusKov23T7gt/Vce6zkHdWVxJDbY7MWHkzH1IPycP4CuM7x4CkDPMUCpnAR9InLyJuyZxbp1I0LJ9pwSjQuQOyQ4npKTwPdP8EpZCAB97yVp77y9P4ywaVKZa3CqwjmLMEi6K3nlTycyyHCZkcOicFsJCc04oiqYvaVm9Sl13HpCHHrzeuOed9u0nquWt4TglZ6RFy7m/uJqtYsgq0N2r8ZfE9qB4xeB1LdwMlj0Jcf2HuggZj316iMu9zzvt2SxHsKMgnFdYRmVaVKoxvWT4N6g8rRu9J6Kx3cXOFoIIAS5bD8pSch3HToT8pTtnLW316U0KGLeLIRX4pUrBW3PHdDwECj3OXI4Ft1AZ8mP+fvT8Pt+ws67zxz/OsaY9nHmqu1JDKHEiYQhLCmKFQHEDspltRW1BfEYGgIoMiY0IldQq0bbS7nbpttJtu/fm2/pgUQQHplgCSEMg81lxn3uManuf9437W2nufoVKVBEnk3NdVV52zz95rr3ndw3dI672FZZUAEyqBN51h/N//srZgQXkuFX1+Y7nhonfwyW9+EAD96ElCNYX1NfFwKL4vIQTNFBNqKnedwAxXiSeqhP94dwGDAimM0rIumhqdqWjNgveGi99JOlzGRB6tncMygenPA60k2V7boBND7eE2rS0ldwxyxSJJ+nUq547fkWQ3J5qjxGTNOOhPf+QKXkFL4GXCA7J06jkfRqa+uz++NGCWd/1lYrDWr+K0Xox9fR61sIxttSlvmiAdrYCSyYT1FN1Rn7gmbssrZUH748sfk+P33B8/iLVyv8obSwJT1VjlGhjO6yT/Fy1Ykpo0SsKGLTxCVGaJligKrZzXkBcLWahRvi2+CzQqsEXRqDO5tjpjoVwbKXTdz0lFF9dMFinUiimrMlLo24VeoTd2V4rKbAGZLR9P+NynB5tfL3z5AYzvnOKdGV2/98ZTNb4bMKSbbrqJP/uzP+Pb3/425XKZK6+8kg996EOcd955637mD//wD/mpn/qpgdeiKKLT6ZzVd28UCxuxEU9ifPljb+XZ/64nKWf16U3VAF78spvxWwkm8jC+Jql7dEZD6YB3LFe9SqAFWajwcJ2fhhDKvEQ6WtGSJJBZpOh6isCKwVZWEvhRnvWqTKQC4xEzoKryZMdVr7pV1E1edAnRbAfv8CnSo8eKv6sogj3bSYZLeN1eQp0XCle/8paBZCRcSuiOBpIseBbl+9L9HB0hrvpFsg/ygMvJwqLZLQ/cfAReKCPlDztLoVhVqJr0PeNXkpHDxRQT6EL6UVmpvvrX9+ofvgV8MEo6oCILaQmXkoH9tBKW1f/76LctsxcrklrvXEL3ni4Cc+h17LCI7OBZRFYSXLb1pOAonZRtsZ5CJeK7EC6L22trShMPOcyxO07tKU3i1JM6Y5KA1B6VRMb4oEJFa9qRqbUt1lOtWM9vv/ctXP76mSJhbG5VVB+1dOsC86gck+Q3ixTtTa5gBI6+cJj6oxlD91uW9igwlswptwRLohClPMumf8gIF1PaUyFz5we0p4TwOygzK2M/lSjQPlbLDu0JDsi+33PLDMP3gF9SVI9mXP3DtwzA4vqFCAA++9m388KXHwArOvg3XPQOWrtGiLo9XWQTOhLtsSY3TP4sqlLBtloD5mdnEjdc8i7YOVQ0KFrnjHDNKw4QzXbxxoZpba0QzcaUjjZIR8uoVBMdXSK7635Sk+Fv3sTffvW3Vi03dzBeC4aXxwv3fwizZ4RotktS94v9trLADhqp4OS1xlYlBUlLvWmBTuS+Z5UogeWThNKscddv33qVVIGjz9dP2R4ZWJoFEC7KeVs+ZZn40gns4WMD6/Spr733zHfysZPSGyhF2BOz+MdOYbtd/HIJJsaIjuqiUDyT8FyDRCdihubl94vM4rlpqBfLfvA7Fm9J7gXRgimI0UklN64DnZli+0WVieLeJ8pFMlHzuu6eYvqmPk4qtigIcpK1W7bIHauCU6Uyx+1R4n0CgKXwpzC+wk+sKw4V0an2qu0P5zokI1ExYdCJ3TBmWyc+//nP84Y3vIHnPOc5pGnKO97xDq677jruvPNOqtXqup8bGhrirrt6jHH1OByyN4qFjdiIJzm+8vtnhxlvTwY0N0XoDCdHWSBO8BIKOTsQJ2gxvpJRd1yTbnAaSbKblmWsGy5a/K6lO6IJGpb2lCzPepZ4mO9YoZAXNoBTC9LodoJZ6pn46Hqd7OLdpPWA0oPzAhWJxgrCYp5cvPSFHyR8ZJb23klsue9WpaD5zK2Fod1akqP9/hTKjYvzJKOfPKismHaVZpNCZrX4nFPJsZ58TwET0KogwyplqTywRHtHfeCz0UIijtyefOnKBHL/9jeRHj6C8v2BAuEz5uNce8V7aW2t0N3qYT0r2HvnoYASTwKvrchKvc64yILKFGLPrTPc90tndg62NvXkV9OyFJZ+B0xbkonSvBitdYe1w2Er4qoqtNh1Iv+CJUhrYA0sn+MSn2FbqBspo1CZcgn42udfa5NsE0rkHZd3CeG6elQw1e1NDq5kxdAtqUNSg+WtAhWaui3l5DN9MSRMhZvjxRAuKGr3LsLhY6RX7qM0q0jLis5Ur2JRBoJlLRANLTKyA6pkfWF9KUyEpyCfiYcUtSPZwHnXX/CWHl1GN9uY4SrpWJVwPsYGHi/c/yFQClv2CBcTskqI2rMVr9FFpYMmKy+95gOFVOnVP3xLAYfK44X7P4TdMSTTrpyEb+W8zbkL13z/AWygSYdKBcdg/64b0eUSptnEdlYrG179ylvQXYGcrHx9YL+4gr8zJROTldelXGuiEKRjg7KWrjMJ8zuWoGEJ2pa4Krh8weT3cPV5oaCMRTsYS3OTJ1wepYqJk/HE+CyLFJ0RTVaicCrvvzefTlXtWu9H8aYmMVsmae2okpbE0TiuK/jR80QKtSWmadZTBI2UYN4lwmeZiBnf3dMd9l+5+38WKlLtnKcrulAfGtypboLWFYM7KbbEKbw9XVp137nmFQfIQq8g/xfLcPeRfEKRlqQRlRPCc7J5WpJGgd8RCeeorzktE9s+ryC3bklVF8Z5zXNqXPN9B4rp6suufj9ZPSyI717XyPSy+zQoFp5EGNLS0tLAy+v5hH3yk58c+P0P//APmZqa4rbbbiu4vGuFUopNmzY9oVXdKBY2YiO+S/GMNx4iLUNykbgo04XWlCT3QctJroa4UbMUBFkJ10lSMubuWjpjmrLrrqUlwaDHNVWQ92yipLPmOkzB8pMLCu0vEFaFgmS0jO9tR33rfrztWzBDFeKREBOpwulVWRwsQtbNb0kit/yMTQMFBLgiJFxjG9a7ca/zurKW8pE2upPQ2VJfDTNS4LczkpqPF4sDb/j1+wCIn7kHW/GITnX41DdWyzyvJHuujPTwEVQQ4m2ZJjs86Fb/mS8LJOI5PzlDuChd8nBJeBbtSUnUvTa0p1UB30jLPTyyCdb6xrXDRJbwiEwFsrLF6yq6ZTCexniiwJRUxVgqh3iFDSGGJlWI5i2lk5IUpCVFWnWE8T65oxwulb+0cqqQR1K3ReJSOuX4E2UpjqIl8UawWhK2XJ5S/B3k83MX+Gz+YpfZiyNamy3Dd7v3j0Bj7zD1RgudWkoLGYt7c7F5WZ/SKc3wfRlJVdPc3CNd5+ub8yDAdV1L8v3zF7j3ZFA5KUVI8blUknqva4nKATTbqEab4PgclCLSySG8rkiEBssZacXD6yr8RgbW8onDvQ7/i192M7bic9WP3IrXNhApnvXTM+hMoDg6tYSZJZzv0t5cpnw8xmsn6MUWZrgHbSodbw3AbwA+8cAML7ruZkq3P0K6dwvXX/br6BPz2JE6ne3D2KqHiXrXoChd2YKjczpZ4v7wG1khEqAtpJEnRU3f242POwdkBNXarCgft9SOZgNd7nyyVRCJjRTOfkemUVmgetOFUJSDSguDJ97p5Jf96Smaz9ohylV1TXOTJh6xxTQvaYPf9Kgek3Vqj0fobQJLi6uK5/zETGGc91iRlh1cyHeKS87BOOcV4KBb/ZFPTo2DWnqxnAMri4OVYZUiaJhC5CE3B8wLlGKi4IqDvFAoZFsdH0MKm941nd8bpOjoQW/zSW0+gQ2WM5Kax0tf/EE64yFqKkLHtoCClh9eJpl05ntP9XgSi4Xt27cPvPzud7/7jHi6uVjQY6mCNhoNdu7ciTGGyy+/nA9+8INcdNFFZ7WqG8XCRmzEP1Nc9KuH6I5aag9Bd0xRbVoHkBajoPaE3Hnz8W8eKqNIjo0vpkA6ka5aac5QOW7ojoqed1qBRkWR1uRGPXyPPNxLs8phURXR/JNzIz5tkeAiWM4IjyxgTs5in3U+zbGI0vEWOjGEiyneUpd4qiqQHie3p6wlrWgnddhLUKAnc7pe5IlMFupVyb8XGzAUk4J+2NALX35gzeUlNZ/ykSZZJcSfb4th24IIPezf80t84r7H3gdrhX7mhSSjJdo1n79/YGbN9wzd36Y7UsF3XX6dWrxYlIHSMlhtqR6B9oTC1mTMb4Kzw8He+ys3ct5vHCrUZ3QKcdmSTkMypKg+6iBcgWCw00xIi7WjhqCJ832wNLZpgoYrVBQC/8nAy9y0wCiU41qg4PLXzzB6d4eFc0tgYWkv4IvbeFoRhZfuiCRmflvclf/xDyX5esEP3kJji0fQtKKcdFJgT+0JxeEXRmz+Ukz1mDzaWpOa1iZLPOzR2LyNyklDc5NXyMxG85qhBwxBKyMpS+JUPWqxnqY7JlC/+gOwtFuEAQaiL8nVicAw2pt67/n7//eXefHLbhb+0aklsJZ0aggTjRb6+EEjwet4AufoZGSRJ1yb6mBXUWcGYktc90QpbcSnM6nAQOW4FGTNLSFRTXTsgzsfWgVhuvaK92LKa1eSWcmj+dxzALATIXpbTZLQjl2bq+MI0iJhun7zQVmL38gEtjLiO1MwReIw8rkqHEC0bOjWNd1RRe3RnP0q52VaUgVfQpmehGehFkGvCI2WTOHWHC5TTMbOJrrnbyWpiGhB18FrgmVx+/Y7VhSDEncvUSKBarUqZI2TKlzxmoO0JzXBsu3JBTsyfZFkKnEPB/BbaeHAXZpPB8j0MHi/ze+BeVL/xf95+iLhitccFL6Xg0NKca8l8TdyXcZ1TdDOuSGu+C8pp+QkUwXjOxnhTs+QLo9cgjgPlbEqconW7mhALuhhnOhfsJTR2VrDhDJ5+l6KRx55hKGhoeL3taYKK8MYw5vf/GauuuoqLr744nXfd9555/H7v//7XHrppSwuLnLrrbdy5ZVX8s1vfpNt27ad8TpuFAsbsRH/TPHNm9/Cc3/8oCT27qHjty0tT9MZkyS4NNsHf7CSfJUWpEtjPPC7klDrrKe5DZI4dsbEZCqtCExDEkxDc7OmfEpM2+649YkRml/64g/2uAOniTy5Lz0grsv+tq3YzFI60SatR5hIYzuK9s56gYP2ukYUNlz3sT8Jyb9POydQZSCai+lMhAMFhe5KMoICDAWfwCol7rn1gM+tQTC2Sgyi0oo3wFHQqcF6muBbD/PJE78z8Jn0wYcHfj8Ts7gbznsb7T3jdM8fEtOiFR3D/Vt+gc5F21jaEeKdUyJyx94qnCqPoXxClIkqx6QrWTlm8WLxQlAOfrP3wAz3/sqZdTaziiWcV6gSxHWL3xYir0oFGmR9OZdEFcmSlRTtcVEOKp+0ReKbDAmhOJdFzX0VUALdwYpaUrCkqJ5IaW6NaE9JsuV1wE+hclzO0+4oYKF6RNx2c/UXOVj0JY0uSStLgWw8ePTFAZNfs4zcMc/CD4xjPUtSh6VzIal5jjjuFuVBd0gT1yzlOVHcAmhNy0VYe9BNFnw70EVUFsJ5TTwspO3aI1A9nqFTzRWvOciX/0RgVn/710LmvOF8+d+fb5HVS3zWTY9e8pKb0ImoaenEoDNDZ6pcGCqCQIfMSFBAPEygneGXYuhBKaS6w674aCqUB+n5O1Yd55yQ+YIfFPiQ38rojvqiqOPnjQgtMpiOTNw/KSl2v1NPMsH6CmA67k0JvcQQnGqhbIV4KJDudSBE5ZVEVhNC7VFDUlPoWLrXhTpS0uO8DJwL+Y85WV27/eRcjptbBN64WPG47OdmGP9mm+D+YwOTm/647P+ZQe+O6IwraocN4ZIt7tdeVwqPcFngR9263IMNsq/iutx7KieMSB7PGnGDVj2n43DZUPvao5j5BfTwELbTxbbbqFJEtGcbyUiJ0t3HySaGV+3XfhNHmaSYNdW4Ln/9jMiV5jQCX5EGso7lU6bgveX70zjvlKTqyNWuYRU2coM7dx9NQFkxYFzJ61KZXE/9TtArz5uspArjt+JcSeT4plWRUFUZZw3l+m5E37DxCS0DhFPQXyycSbzhDW/gjjvu4Atf+MJp3/f85z+f5z//+cXvV155JRdccAG/+7u/e1bmxxvFwkZsxD9j/N//2sNqn/eeQ1QflRF7WlK0xzWtTdLdrD9iWNytKc1CUpYbdLhsoG88228yFTYMQVse+O0JLR3fjiRaXlc6XZ2xx39rywnL4Qrn4/4HwsoOZOlEl+zwUfQzLyT75r2oU7Po6Uk6U5vETXc0xHqiPKNTWzjOno7cpmNLuBCjjMVfaKOcUkce1pPul1UQNKWj+dnPPrbRnE6M6KyDIxSKWZKJRPY0rOwceH+u6JT/n8cNIz8t+6Jew1ZK4Htw+DhsnWbxknHS508XRWBnQuBlF//yIcIFy/Rnj9C+dDuNLQGtzYqRe0wB78ki6HrS5fM7ovSS1FSPDLrozMPKlvIJRXvSnjF34d5fuZEL3nkInSiSmmCmoznhBHhd0B1Z36QmBa1ORJbX64qcae2wwevKPi+ftDS3qYI8qVMpGnRXFIn8ZTm/Tz7DJytbgiVJYKNTwh2xniQ2UtwKR2F5rxRHz/mJGRrbFNF2Dx0LZE8Z4efEwwLZs55FJ+J0XD5ZY9vfNnjkpTXiMYNKnDN1tXd+xcOGeBiw0JnTlE9KohSPWCpHNZWTGYt7PMI5gfelFUkGwwVLtJQxd5GH7ipK84b2qC7I9Kvi2EnQCjU6gt/pSSiFhxd6UqrP/DU6m2urP2tz6KE0FXIcf+mUGIkZX1GetQJTjBxfwYarFpNFboKxnGK1QmcCYzR+L7nLi9espEmqqlBcuvqVt6yCAtoVQ4r+hNHrGLLIJ2jKtKS7d7hICsV9uecvYHzojmh0LNuprDOJ7NrCzFI5zLuj7Qxul1PoyjMvIQsLFFNnck7mzudxXTG/r4y9cBeXvvkQ3/hwr3nyzJ+fobUF7v5o75q57OdmCJelIJYCTTroWSjFMkihpgykVZnsRbOy3uFyhtc2eJ0U/54jqFJEunWMtBqAMWAM6bHj+NNT2DTFtDuoux8mTBLSOEEdO1Gsxw3TP4+6Yhd4lnAhJan7hVJcf+T36Up+jLRAmfyOrHOpT50pC1XPY8QZe+L4TwIjopfN2p5hnE7WKBBTUdXKQi33cLPiIKmewlXe3JFzrjc1zzlk2NMT6Z8y8STCkM42fuEXfoG//Mu/5O/+7u/OajoAEAQBl112WWFyfKaxUSxsxEZ8l8LrQHOrSO4FLageM7QzTVyH1rQmK0kXN61IB7cz2nOhjauCb1VZb0xvAogWTWFo1dgqOFur5YE7ctfZ35lWEpb7ScB5oZB3g/qTCR1b/LsegUoFE3gozyXi84tUvxqT7NkMxhKPhQRLCUk9GOiarRfWoyB53nDB2yWJ8FXRzcwigR+Jlrjisytk+taLz336V3nxtTeTlXSR9JRPtumOl9CZOJpe97z30tpSpn7b4XWXk+VEteVllOfhbZom27eDpT01kqpgp71YirjOOCzg0R2VJNQMVyk9tEBSHUcn8iDvDsvEIJq3eKmlO6pQRqZL0YIc1/aUJgsB11lNqqAzhT4zyX4AvvWBt7D35hlUporOfs5zsRr8BpIkO65AZ0KRlSUBWNop5GdsL/nISjKhyI+ZTlSRSKpYlj389Yy4LuovnVFNPCIOzLUjmZCMXQGtY1lee0oS9aQu5oJpzrEYkevDayvam3u8h+XtIUHLZ+f/nmP53GHa44p4CIJGjhGXfRYsyUQuWrA0Nys6k4ZgWTP0YEbQyBh6QPaRJK5qAOo2dqfpXQfDitKCXeWzcsPY6zCtFtZYWGqAybjhoneQjlZQ473iIB0qETRS/vrv31m8ds33H5CusNsXAvES07pcUlO5CZpyvhFJRaOs5kXX3Yz1deGoHI+ETlFKEy0kGHdN5jj3K199a+FFoqxAwVaGwIjW5yWA3Au8boZOPZJqb2fkSmcCT5PmgHBQNFkg3eo8kUzLkjCWY7sKzpJj43MoTubkWZOy+CWkJYWtuC52K4fDQWuzTBqySIrecNFyzfcfAAV/979/pTC464+v/c7axfZLXnLTaZsQ11/26+ilFjbw+eS3bwbEZ0YvLFKaHMcsLmGcdGV67Hhv27o9gvmn0z8tfu5euqOYOMfD/ipyO0hBp9z+xYIN8n0k52e/4Ru46XTb0p7Q+B3xuCj+tgbUUzgMPbM76E2QUbJeuivmhGm5r4OjescrnwrnkyIRkOgVEHkRuqGGtHZYa3njG9/In//5n/O5z32OXbt2nfUysizj9ttv5+Uvf/lZfW6jWNiIjfguRfmEmO4YHxpbncKOEUOsaMFSmoV4SDqmSUXUjuK6JIpZSbqkVikh7imZNOgUSC2NrR7JkMN8t+DOD549/OhMOAnA2t0RBSoMybaM054uU073wB33oCtlzPQY/p0Pge+TXbKDtBYQLCfYQIvb6GnuSv0SlaobF1AHoPi5HwKRx/W1n+BTjT867WbkUw2dwx7iDBMpgvkU4/nMn18jbBjMxDA8uk7BoBTe+BjJBTtIhnw6Ix5eImolXixJHyqHoGlam4zr6FuW99QZ+tY8yogsYW7+5Ld7SbIJwCSue5tIt99vWsJFaE0romUh/Oqu8AZ2HzrI/W85M+UrEzgXWHc8swjiEYvflO9Q1n3HvMVv2oIk2ZmSojYnMXsdITpnrrltfCuEYSsTh7xbubzdw3qKcEk6ttWjg0pgSUXgR9Gi+70qiVB7yhYQJ51KQdPcIgmG11GkZUt3XLD8KEVWi6jfs0j9HlBJhqlGLJ4rmPzlnQq/DbUjhsZm7UzwFEMPWMKljMqdx6gApCloTePybVLwpBZT6RFuUXIsyqfMqs73J+f+87r7/IaL3iFFaqiJUoNuDBo3iIO4RTmDMWVwSTUEDcmi07ImaEgXuzsqLubtMUVaCimfTHnRDR9CxwZd8sAOkmD7r3G/Y1ZxfQYUjxQFPOr5/+pWwe5bgTOlFU+KiAKGogsTytw7IKmIJ0BOftVO2ao8m+F1ZaLjdYVcW57rNSNMILyV3Lwsf806c6+kCnop/25ZVeuB77wWlncIn0YnUvSWFgzlUymf+6S4re/fM4j3v1a/Gm96ik+u4aSdR3fs9CoCzV11YFAhzWYZyhjMyVlMq+X2qQKXGOcQxmv1q/FGRwc+m4WaYEn2cz9EDeCa75OCUlkKczsYnPTmEM2s1EviBd6oqB7LM3/5L58AyEr3vqcoJPs+n0tTZ5Eupjv58c1lVnMlJ9TqaXTQ7PE0BvbV0wGGZM+OH7beMs4m3vCGN/Cxj32Mv/iLv6Ber3PsmEgADw8PUy6L6edrX/tatm7dyk03iVHie9/7Xq644gr27t3LwsICt9xyCw899BCve93rzuq7N4qFjdiI71J0x4TYHA8J3jpPgDoKlNWUTxrqjxhak1pUKDpWMKezpnhoZk6aMlo0RYetM6xpbZYk71vvP7si4ZpXHECltvA9OJMwvlPK6OsGmUBhJkdobauSu3YS+GTzC+jxEdTIENlYTdyRFaS1QBJOuxrOtDJe8pKb0N0Mu21MJB1DCuytdh1L3bWUH1zgRTd8iNJXH+g9nFdEv4uu8VWv8xWADbyCBP2yq99PWpVESi+1enYGSqFrNXRNNK7N5AhZKaA7HpAFIgE5eldM6f6TLD9jE75LxlUG9QdEgrN8XJLMzqim+7xxakdTcWBV0N4ksJPWZsBK9zypCZY/LQs8SXclUa8cs8TD0jWN5i2tUOGfOvOH7v1vlS7qnltnwEgHuXJMPt/aLOtRmpWpSFaSJLA7lhe8Ts63JUWs11GEi1JMxMMO478gy8jVi+JQ4cUQLEtykJQlkfPbhqykKS1IsZRjw7HSUbeeFrhNKJ/tTMq6ZoEtCKTl44qk4sz4tpTQSUTpRBedZHSmy5K8AOoBubbiqiJatFSPyTK8rhhVLV++Bb9tCOe7ZCXfmSxKYdke10SLcs6nkRQ94XJWyECeSdjAcwVhRncs4u+cxClIoi4O5ZJ4h8uGoJEV/iDRkQbKGJLxKu3pkNSp2ABEiw5S5BK2z63TBc8ixfN+7CBebPGdM68UoqbwKOhXgcpj9mIPncjfojnfGW/J9Kg8a7BeQOwkM+O6g055koiK9r8mWM4KM0arpPjJIk1a1izt0NSOmGLfZoEuJjteLNwBE4gbe9iwJGVVGAlmETS3QeWwnH9+Lu1vYPjBhPLhBtz1QO8YzC8UP1/3vPeinn0xnZFI9r+nVnfRAZRas5lS3Lv6kvQ8dCnCtFp4ExN4UYhtNMWrodMtpgwgRcN14Wu4Yex1sHmKT37zg+saOV79yltQviruXXL+9+Bg+b03mk9QscFblslFc+9QcY/Np4E6A6wdlFXti9xfoZgCaNe08t3UUMuBTPL7pFN1CpumKDry1/JYWSg81r3/KRXfBRjSRz/6UQBe9KIXDbz+B3/wB/zkT/4kAA8//DBa9y7W+fl5Xv/613Ps2DFGR0d51rOexZe+9CUuvPDCs/rujWJhIzbiuxR33PIWLnz7IRmTtxU6duTQFIJl8UkA0bpPKlowpo70KzAIweS2J8QRWmeWpe0etx86+ynC/h1vZvlZW9Gm19E70xt3Pt62Kx6Q1vOKjiHWYtpt/J3bodXBVkpkZXGt1YlFpQadaLyOIal7BXZVFtj7Lp30OAgv+MFbCOfjApYE0mXDUwMP1+vC16xLPM4qAS9+2c0kQ15h2OZ15cmnmz1IQDwaihpRxxZSpyqK0LUqdvMUn1ghn3p9/SexF+7GelWykiY7fIzS1jE6k9JuVxmUFjOC2xVL53jEdcXyOfLAbWwPJBGDgt+gu+JAGy71FIeUsVQPO8hGIJKI4RK0yj251fbU2T/NVOogA6kirkNpTjDk8ailfFKOd2fCYf8V+AtS8JnQ9hEUxTVc1lWMzirHbZFgpBVEmjWVgiqpIzKxBuK6V0g4NjeLg2/tsEHPG5KKfDZoAE0hVeeJTu7d8OyfmiEty3nndwRvngUKPRridQ3hQsKpS8p0xhWlOcvXf7sHNbnm+w4U3dfcjyOpeiTVSoH/zk/MoNlT5dGppXrMUDq8TOucMycqpkMlskgPJFB5xFVxzM35PMoIl0DHlmi2U0hMphXxU4iWBIIjPixSQCWRV5Ct14ovf+ytPdPHki4Szrw7nX+3VXJOXfP9B2hN+aQXCT/EbypaWwQS5jeFXN/aqtBdjdfBQegkkQ2auayucBCSuifeJVoUh6JFmQ7GdU1pViSh/aalM65QVpy0a0clk815DFlZJi/aKRPhuA2lU4p/+vdr3wf377oRWy5z/fC/w8Yx3Rdfyouuu5mk7sO2nsyssoNqPwClkzEmELnbte6NK1/rV1xTlTJeFGGWllCeh6rXwWSoeh2vFHFd+Bo+Hf8JQPH/6SLnkdhAxCG8tiEZ8sj9DXRsMRGEiykqtQRH58kmhlada153kDieT4Ryfol4QFgwyvFD3LMhF5bIhasKV2gJ4c7I5Nx6Mh3y24ak6hX8h5X7S/wVBicgG9ELewbwrM997nMDvx86dIhDhw494e/eKBY2YiO+i3HnTfJAu+YVBwpVi0vfLP4LpukSaQOBSwCU0cUoN0+o4jp4bc1X/9PZmcHlca33o9jnXyo3f2XdSPv0hUJ/x2w9nfV0OEKlBs8q2ltqVJrn0NozTvmrD0EYoCxUDrdoba1gQkl4TN2TLlhiQCm6jsAcLqVOe7z3XdW7Zgs8cB7lw8uodPAJv96D90XX3cznvvCugdeuv/TXUMdOwsgQttKTr8tCTbiUEh5vokaGyU6cFLfguXk+s4bLrmk20XfeTzh5ochDlkuor92Nd81FlB9aQLU6dHdNkpU86g8r56qqSKo9HkpWliRd1F3A70jn2G9ZwoYtOoh+V1Sb0pIiHhZYTRYptJti7PrIQR5405mb8N37qzdy7gdmyGquYJtzOGIjhOasZHskYQvJkJCTs0qv1aYyp9+egU4VlWNiYhYtGlSmWdojiWVWtjAuRa+oMElS7HVckamgPWlJyxq/LTjz0knX/bSI7PCCGjBQG3q4yyMvi7BK4Eh+U9THOmOa7giM3ZUx9u0uJy8rES4NPnz/7q9+hRf8wC2rcPnNaU13TCB9XtfitwcFBjzXkW/uHl7XzG2t8NoJXjfDqp6/Rh65HGc+7QIKqdL2ljKpm8pBrrtvqd/foDNdIYv0Y2ru5/HF//VLXPmjtzolIbfAvuX6jUwSaaSQ644qrOfMwwLx6sgnEMoossiShTJpqBxxakFOR19gajI5iuvKyf0qV0RqkUjN3NdbemR5N+1bONejclSK0LxQE/KurK/fzMhCj9sPrt8waV60SZLXZkbpvhMsb/fxukLy7edHrHVfy+9Hj6f7/ckTv8P+nW/Bi0Ky+QXodFCbp1BphjnZKaaT68VKkjm5uWRe3K0octFyXMLjDXj0GEyModsJna11Kf5cYWiVKgqF1DUa/O6g2pGY4rkCQYHt7+Cskb8W64CDNGXy2ZzDEjSdEpM3+JxRxuJ3MrLSaoL+UzK+h6gVG8XCRmzEUyD65e8qJ0TutDUhOFC/Iw6x//Sb8gC84jUHiWuaeFhu8uEyj7tQAFCeR1Lxi25+eLJNuqM60NEv3utULspH2wLnWE7pjgZrFhezF5YY+3aXcL5NVg5onj9JuJzQvWQHwVIXE2r++u/fXbz/6lfeIq7IiaE7Hg0oYsTDvU7eVa+6Fa9rqMwtrFq/T339zKXgyvedWvVae2edUsmnvblCFimufPWttKY0Q11DdKyBmlvEZhk6ijCdzpoTi/3b34R3wbmoTkzltocwO6ZRE2NkDzyE30whScmmRkirHpW7ZzHnTRDXPNFu70qybELwm8IhSCvywA0XrLikWpmwRAsJWeSRokU1KRJd/KAJnXEpIoNlJcncWcY977yRvTfPCNRoWF6rHJFlZiXwYoXnuBRZJMmbShVBQwoekI5yuCDE5MYOS/m4QmdKuBd+v0OyJfOhNS2qOEMPSOZpPBEBwCpMBJ1KDoHKVWkUGClSjAf73neIbX/b4fhzSoCQn+MRI867w4BrVp66VDN1m8/k1zq0Nq1OSsrHWnSmys6cyjp1LIE8lWcNcU3gXzm8xXpA5qAZviTDZxL7d92Inl8kvWQ33dHB9bjm+w9gyppwWQqJlTKly1t8/LaYNxpf8PhWK+YuGcKLLf/nj9cuDs/9+Pu459W/tvoP/VO8nLPqZIfTmhwoE0gxl1SlALTa9s4txUABKe+3xKOK0jz4mRR/0ZIhrWhxBF8U6F08rAquQVoVN3DrC5woqVuySH7WqZDRk6oYEoYLisoJUQzTmUDO4iGv58GwTrQnfJk4+Yrswk3ik7C8+pj1S5WC42Kso9JzplNY22qt8r94rHjh/g9hfYVdAW9T1mLy5F2r4nztJ6F7HUN3cx01XZPCMxucCKxV2JoA4kAX+9EqSMte4cyss9Wk8/51ygLHn9BOpWoNuM5Kyd3CQbqsycp6lezqUzG+G5yF72ZsFAsbsRFPsfjyx+RB/9wfFywxSozYilByQ8+Lhyca5rkXYSKBN/jtjO50Ze1CwVrBTHsK62vpKtfkFpI/KI0vZj9h09CZBHu3gwuUhACZqyllpfLAlAAc/CUx2ECS337sbT5Sly8TUqVZbjzubd6//U0Qhbxw/4eKh5NOLKaiaW2tkJY0i7t1oWOfVDXdTTWyc4ao3DOHWaNQuVa/Gn3p+TSeu73o6r70mg+gv3Q7TE2A0oQPnqSzb1pkWi20d4/R3OzR2KZI6vJdaU0Sb+uJtGD5uC3gKO1xTbRkSSoKnfgFydCgCJuWLJaEOwtdAumD39DsPTBDFtmznzDcNCNQhAYEDUt3RI6Z11FUjorDLhbCJUUyZInm8nWX47m0G4EhZdDaZOlMKExg1kxSrG/JgMU9EC3Itntd2QaTJzYOYmFzt9myFUnWlmLsTsPx55RobRYp19x4LSvJ34N5UXDyW9DY4jF5tE3plOIlL72Jz/7N24tj6A0NUVI7UXFKa0cd61OQi9vjQjzvV45ZvR2rL579u27ERiFmqIxKDerBw2QLi+h63alHrUyeBLYRznXoTJWL7fU7hvaYjwmgNSyd+epRI5AOrfjK76/dNNhzywz3/fKNqwqFC955SEzw9nrUHjVES6YgKa90M29Oi1StyJ2u1U6WiZJOpJgEGLnbkbHbQmhWGQTLKUk1pDssEs/GHc941EEwEY+FtCI8F+043zJNgM6konrEFsZgxXpa2Y86Xr1qeVz1I7eiKjLJS8uK+iNWFL7WiMdSZ+v/21rv8TqGF93wIYynKB1roYyBzVPrr1xf3DD1c6goIt0+ASPRmn4WMh1Y/VmdGDJfS8Hla0zKmgpW+XHu/12nMkHInLMz4M5/mbrkU6HT7QudynMgl7s9m8jlXvWGGtJTLjaKhY3YiKdo9Hsy9EdeTDxZ8dd9UJyVo+6VD8TwVAvra5Lh0gC2OQ+rlfgHNCW5+dwa0qVX//AtUnCsSBij2S5Zxac7EqC7Mo42npj1mFBRPtLGm2ugmu11DZXOOAKfbLwuKi4ehQa817GF1CTAhW8/ROWYwF6Smkft23Nkd9+35iI/Yz7O9Ze/m6TS2yezl5SZap+PufthdLWCGa0RHV3mk3d8AIDLf3aGuK4oH3feBR3pNiU1S2ZFYcfrQFrV+C1LtCTSq6XZBB0buqMhaVlgPHFNlLGSmnTmvRhSn8Lk1usodn34IA+8+czPn3vefiP73j8jrtE18WHw2gI1aW2RxEylinBZuA1B05DUtBD2ywJRiebEXby1xbgOscJ6q5OBnO8QNAWfrlNxrva6EJ8DIs8o2ZHViLmai2hO5FS7o6Jm5LdU8fdcSjKpWWwg3eq0pFnaW2Xs7x6hu3eaGy54O9ldojueLS3BbXeiz98jk5UhSY7CZVNMfoBCCldl4LcNwVJMe7q0Zvf5Eytcum8Yex3qWRfRHS+TljVf+h89yNDzfuwgfiDFYq7apFPxVGhN+hgPSnMWsySux7kb8ulcfO/75bWLiHhEFKSyEnRHNY1tmpH7soJ3kneEO8OaeES4CeGSQmVKjOpcKOMgRjHUHhLBhdQVQAJHsxAqwqWUpO5ROZESzXZYOK8qk9O6IlyC7ojz9+jA8H0i7pBzVLxYpq6iCJX1EmgnGGACdzxK8IxfPLSqmXL562dYvEITLAmcrHxS+BgrJxGPVQTk8ViThPz+pYHWzipeW6Bb+T12PZjYDRe/E7tpkniygtdOC8nZlZGFakAOtZD0LUkjoiAir+GH4bUNXiwmlFYLrNXrZChr6Y4EhG2DzpxJoUXuwYEirWj8jvAOcqNQnfZgRzk8KVdTyu/xeeGxVvElE2018PNaHJ6nXHwXCM7fzdgoFjZiIzaiCJX2Hi5rdtUyi0IcZwGnXNPrQsZ1gQlYBXf/2tqTj7U0wgH++ovv4uofvkWKkEiReD7hYkI4K0ohn77tN574BrpoXjRdcD/+/n+tvT4gxFohZsqDWMUJ3sT4KjfnPD711ffw0hd/kOf924PoDEoKuhNlSt82mHaHdLI6MFFZ3ANgCZqS4GZli+5CsKwxgSWah2jJgnVyrq4729gaUprPRCJWieqLJAgUbsfdUYHpBE3p9IULinjk7PfV3e+SgiGLLOVjmrQqGPLyMXE9tgpynfv2pKY7ZjGBwKWUkQTfeprqYU172srzsf8h2Q9/9iWBa+y0brKgCJZcN9taFArrVI9Alh/NakbvTpi9OMBvi1lZY6e8R6XCw6kcU0QLhoVzNVkoCf7CXs3/+eMPD2zrDft+BZUZkk0jLG0p0R7XLO2FsTuEq1C/ZxF71wPoWhWzawvtTRW6I5rukI+a8gmakmS9+Nqb+dvPrO/xkVyyGzSkFb2quAiahqSqaW7WeG1JvLEQ18SUzQRQPWoLqIcYap39cb30zYfwR0SJLZx3/KhM5H3lXLNFIt3aJIWh9lUBCco82f9eVyBpacUy9k2ZwChjC/dfv20JFxN0zSeteFQeahKPl2htLRPXhWOTc7CqRyztSUnmjSfkZbTCbzmom8nFHXobrLADjYfOmBTWK6OxI99GmZL5XQfhyvkvPDlqPPkykqo/aPaohSC8VqFw/fC/E1Wk516IroSktZC05BVqQWsl2OVTUngVwhIZPVO12PZ8LXJne0/4IdFsgu6mxKO9iUXmKbKSXxSJJlJkSgOyY/1WJn42Jle/EzPAfuUk4/wSvKRXRKzyyFjRiMpfGyg6niYJ9AYMaSM2YiO+Z6Nfw7tfGjB/AGZ1wQKJOoslWIzJShEoWNohShzffu/jh0etV0g8mXHN9x0o1JKu+f4D677vqlfdSt6Us0qkOpMto/jfXDjt8v/mb9/B/r2/TDZeB2Pwjs1jrAWTET2ygBkqc8Ml72LuslG4WB6eSb1nnifwACu+DBVoRprqMePM4lwSnDmoSjMjqXmStCXQ2OwRLovJm9eGUlNw/n5LETQs8Shn7OzcH8JJkGTNb0LZuQfrFDojms64TIpEzlSR1oBcwnQonwhovE7PJVp3hU+RmzxZBRjlDPUs1irikiEeEgy08fMEubdeuquY/FrC8ecG4t4ci7qSSixeIhyJYFkxfF9CVtIETcjKwnvIymsklBdPErtEPR4V4qxOxeukNeVhwmFKQxeQRB5JPSdrio9EUnHeAhkEi91Vy37BD95C6WSHZCjEN5a4HtAa90Qm18U1rxCuQmObJi3JpKS5TeE3FV4iCZkJYOkcUZf6yu8//iljsCwmf35LUT6Rk4UFxpZW5JyP5nvk6qQu+9eElsxxFfyWEgfrOYs+KkZ6VkHllHHnjSp4TqUTLdKhiO50he6IR1zNPTakYGhtkqmCyuR+09imikQ+qYm0re5zsM/vSUVX2/k5qMzS3LI64c8iixcLrCatKExDfk+jwenCmRQM/SaQKyOHL3mdDK+TkdYCSClUhvq3IQ89OY5dXMI7PEc6NUxa9oSnsB4EKkO8M7paYH4uibduOlok9EFeMMi5kxcpL7pB4JfF8vMhTf6/M0VUVorkfintARUk29tf/QZwxTL7uDC5EVvOjcv3Q66wlO/Xp4106vdYbBQLG7ERG/GYUXASSh7hkSV5WDZiVKeLmpjEeHD7zJkXCS97wQcGnGq/k9EvSQgMyKomVc3Vr7xlQOLwJS+9ScypyhqVQriYiOvtyRb61CLpwuJjfucn7u2ZWV2rX138bIbKdMdL+J1AJB8z6f6LigwEHUU8ZPA6kiCKcZ8lLQnGOgsFhpSFCr+jMH5PZjSpOA8OXzqxuWuq17VEC9DcoggXBNaTY9jPNO59240863UzeE4lxWpRpgHp5JsQSQASR4DuqCKhjOYl2UvLtvis3xSFpXyUnxcOyjp4kXVFg+NemMB1IfuNYQ2M3WlpbPPJSpZgSYljuWdRRlE6qYiHZFmdMU8STyPFjE7E5fpZPz3Dbb/X2w8Le3xamyzWM0Wy4y9pmlvE5M5vewSNCsP3D7ZMddrD5VulOHVZz5DrmlccwGsbqHh0x6XY7kyGGF/c2aNly/6tbyTeu5nW7hLdMUUWCHHb64hkblK3dENJ1iWBUz153ccRu2cOUprWJEPiVr10rsg3J3UjnBO3vzuTwkNQVrrFWST7FwXBksij+i2BDTV2KEonoXYso/Jwk/a2qiT6VU2wDJ/+x98Ql+jUioSmg8BkJSGL61i4IdGiTNKChgg8eIl1SalMLFZBhBSCsTfC5YmHpRjcc2BGjnUKnQmLNjIlAyHDRwuCy0/LSmSq7fqd77XCBOtzGvyWoXTb/ZBleM7jRfk+nL+78HUBuK78Y5jLz4fpYXzfIx2r0h2Vc2Q9VS2RdLV0x4OCZybFhfzd5jyvLuTdjlxlrFj3FXwxq3pd7lwmVacCtQOZDq2MpCKwr7W2Py8koAfXK0jLbuJoArnGB9fjaVQobMCQNmIjNmIjel0eLzboriGc7aCSDBaW+My3xB3yhvGf4e//Yv3ufB5XverWAblVv+zxgh+4hWiuO8CZeCJxrX712n4Kl13AC/d/iM9/4m3FSy/4QTG80m6VXvriDxLeexyiEO/BR/ADH3X+btpba+huSlIvEY9XiJIM1jFvXi8+Yz5eFAzqzvvhBRcSHF2irIYxfuSSUoHuZLZnbJbUrch1Np0UaiJQjKSqCZrOZ8N157yuxQulQ2q1m0pE0u3PIplQeF2RHk0rahU84Ezitv98Ixe+4xBJTZLWpC6d2WZJPBa8lnSdg4b8zQSWziSgKCBWufGgicBqK4lpKK8rl8inZUuwLAmfTnIMtPAc8s4nFmoPaqLFlIV9wjtJhizhgpjBtaclQfRbis6E4LjF1RcqRwReE7QttbsHC787bnkLu2cODkCjSqfEAM+EuHUc7EKnkciALu2G8nGpZjoTvfeUjrfpTpSFeFoS2JF0maWzPvzNeeJ9mznxzDLxsBCyRZZUJEhBii+vo4SoauGuX3/807tdHz4IGtpTUhClFYG+ZWXngF2xA9uf80tUJscxreQEcys+F1qgcCN3G+nQK8iqATo2RHMpGEs8ImpP0XxKezLAS6ToTUsCOdKZpTxrC/x8UpFzNwkVqRUVJUwvmczvJXFVi0leWRVTlme9boZwiUIOtTskcrP9yfLUV9NiinnuB2dQ9+oB0no+ObCeAm910dAvDbqyYFDWUr7rOOn8/MB+t1nGZ1YUCuqCPVhf47Vikqk68Wi4ini8VuTeFyaEOOxBlWS9DSiNTowUxanhb/72HYPr4g1OLfr3TY+obAkbPd+d/lBWVNdWrlMW9JaVT2uC5uC0wfi9Y7GST/F0ig0Y0kZsxEZ8z8bLrn4/XisRrXZnVFa56xScmCVbWkLV69ik19L85Ox/XLWMa77vANZThMsJ8VBQYLK9tnFGSh7KQu2OY3zi/oOPaz3XKwz6u/goxWey/8Gn/8+vc+WrB91WdWxQRhUP3bTs452axds0JUTkZgvd7GDCOmhF5b55TC0iGyqhfJ/rKz9euK6qIESFAXpsFHPyFJ9q/dd11/tTjT8a+P3cD8yQleQBqzLptAVNmTJ4HYjmLGlFlGH8lrg3h8sijZrUJLEqzUuCFjZMQfbUWEodQ2fEE4lNV1x0x+RBXZpV7Hv/TNFpPdO484OSpO76iBy31HU/darIKhZ/WQmRWPeKniyyUBY8PCDdNEElOQy6FBk6ke03kSXR8r+OpUhQqcrh02CFpzB1W5NHrqvK9pwQwmpjm8BMRu8yzo1YsbxDYzyZcNSOZK6zaSmd7MK9D3J95ccHjtn9N76V3TMHRcWnIRCZtCL7LC3LlKQba1e8aZZ3yjqWTilHBB/MAFpbK85x2JnXBYrOqBDX+6cau2cOFmpCWQReS6YvWW52Z2DoPvjaR89eJvl5P3aQxlZNa7MZKARAusrWTQ2I1v68KRlUpohLlmBBC7ehKtix7rghq0gxo6wQ7TvDZUqLhqCRklV8ykeb4o5cC6RjnkiB255wMpmZJKlBM7dLzs28QHd6BnW5bLDuih9M7nXRT/Q1PpTmLZ0Rhd8RaJXVEC4KuXhl1B9goFBIqopw2VI62SEr+fjzbYFfakV7OlrVDe4vYArMvVKgPTBSla+8V+3f/VbiF16C8RR+O3NcA7VuoZCWVdHdLwoVNwkpjBBdZGUPHUth2i/JPbDOa2V+fbChtCQFrcD/hDuysqAQ9STZ5pz/JUpZbvtXLDsLnKP2Y0jbAgONpY14asRGsbARG7ERRfz1F97Fdc/5jYEu/NnEuTfNMD7kUXu0Q1qV24uy1rkC29OSPh8rBgoBVhcM67k0A3zp42I8FTQMVkH5S3ehh4dYfvZWwJnbvfASccS9dLMUE+551ZksYadLhItiDBedsx3CAG92gU8e/e0zWvf11q32CCyeS+EBYEJIjXR5wyVVrMPQQ8ap4PRG+FYjMA+nvhQ0wTOSqBtPyJThsiGLBEfemehhxDsTFEZWjydyCda8aABJOtOqdepSsi2mr5jQca+4sL7jZ/iOi5AqojlFd8xtsEYKBS2fxYBRvWVNfyXm1DMqxEOSxBoP4hFRzakeE6UXlUF3WL536HCGF0u32O9khIcXye59EGPWHrHkbtCX/8wMfsdSf1jgXa1NmiyCxlZF5YSo95ROQeWkRRlDt65ZPHewU5tUNcoYmps8usOiUuU3LaWFQd1LMSgTGVy0mJrprLfv/Jbiax99fBOF9kSvUNBdKc4KnLovPhenjcigwgzTCEirltIJxfB9ita0FK3KmabFVUkG/Y7AerLIc4pjFZKqR3tck1bkPMQ6VScfvKYlamW0x3282PlHeIrMcTRKC3LdZpEijTSBB61JMdvzYjvQof3a79zIM98wU/hgxENi7AawtMNn5N6EygMLojrVtpRXbGrQzF2zNdZXtLfXhT/gURC/1zMiyycSjYs3UTk5i2k217z2GxdvwosN0XwX62lMySceDgSW4/dNKpTI9UYLZjCZj3rQqYKcbZwaUqTB6gH+WR4vffEH8WfbVMoBJtB0JmWyaZUirorktfHlvqNjJ3fbb97m1kncmR2PLXIEZddDMr7cewJrC7dnjNT62nE3dC6raunjS6yY3DzVYwOGtBEb8b0du2cOUj6uiUesjORd6K7ivl95/OZnT5c4dfnQWX/mBT94C6cu9kknLV/+kx7p8upX3rJKjvRsYmWB0B+nKw7WitKphM9+VvT0r6/8OGZiuPib1U4WsGVQxpKVNdFsQjjXobWtZ3KRlTR4HvaRo5jl5dOvu/ejfCb7H6d9z/QXZgkbY5y8XB6iufOxjp0RVWIpn3LupzX3t4RCDz9PXtKov3hwhkqmZ37kd2wBp9GpwHPS8tm7O6+M/s/u+vBBlFNlynQPBJ1Ll4ozs8CLcu6BEKYVadXSGXevpZI0e7HCeJYsnyi4ZKlyVLF0TsDiuY4TMafoTgjWvjNpMJ6mfEoKpKAFo/cklI63RckrybD3PEDWHSQgrzep+up/XPt6v+I1B/ESxwXZ5LGwR5NWhTStMkXlUcW5N80weqeluU1TOapobJPt8ltKcNxtJepLacbJF23FXii8gawsmHG/5YrAhkChxr71+HxFLnzHIdrn9CYKJuyDUWXClzG+THGyssWGsi9ziBipIqzGJF0f5fwTOpOGeFhRe1j4Bp0xSGq4iYOi/khGXNeYIMB3E8XSXExajvDbokSUKxMlNU1S1nSHtCT+JifoCswtaBnSkvAXuiMaE0A39dCJdYZuitsPDRZRSVVUo3QCzS2yz00Aww9kqMzS2T58WlKzCZRAgvSgEVteKBSdb0cADhZjrK8Jji6gmm2yrRPY7mqSO7jphg/GKtJqIHyDXGK0v3vv4RyvpeD0YimgwoYp1j3nF6DE38ZzuMq1fBmAVXCk/njuaw8Kgd5DCpF8m2MrqksaOqNSuIZNW5iu5ccRRQGNHFg/KK7dXCGtKKwSiwlXQKKeLiTnjWJhIzbiezOe+fMzLFxgUR7ShVsRJrLSSbUibbmeNOjTPdKS4pk/P0Nzq3SHRSddXH1XxjN/foagCfEOX4ipK+7xpeNdgkdWOyWfafQncOtyEh4j9u9+KzYMiFqd4jV7wR5aO6vA4MMpOt5EtWOa+8YJvvUwthujNl1QuNlWbnuI7PiJM1v3xygUADrbhtCJJVz0SKu22Nc55EUZ94DNpGjojGgi5zarMuQOboVcmzqpRC+2JGXxuwCoHjV0hzWNHY6rYByZ2EgBfOE7DhXwoicSD7z5rez68MGCtG36JxfKknoUUCS/LcmbCSyee82EFp2KDKf1bSEDOSCwYqBy3DB/vnQ/gyVNZ9IQNBTlE4p/+k05Ry/+pUN4XVjYZ2nPBwRbfcKGJWgZKuV9qG/cvSqZO5vzKy+IL//ZGbqjAg0DgY9ZBY2dMgpJywKtamx3ztOBBQ3VhxXdIcXSM6YwvhQPXkf4Hlnu4u3nJlmyHz7zpTWcl88gcm5Cbyf2fpSirQcxURmoju69x4A/3WLb+AIPHJ7oQcmU3A+X9lqieU35hCTuJhJZUpQk0SqzBMsp4YkGyViFcMlgQkXQyAiWYpKhkDRTEMiUYuqrCdFcl5OX1+iOCGwlrcqx1YlcB/iK7rishPEs1SO97Tn/3YfAQGVeuDnlWUu0CP/nj+W8uPJHb6U94RM2zWDSvyKsku746j/If37LUL7rOLYUoRotzMIiNk17RejRY8DqhkYOg1IpBEspXiMmanZgcZlk31aSuo/xndSqS76VtfhNS3fITWUasv+VkYQ9rgnMTtkeHEtZywtffoCspAbEG04X//e/rN00uOI1B0nLMqUMl0RqViRz3XflSkzWFq/170eggNEBdOti7hc2TOE6vdZnNuKpFRvFwkZshIvuaE/mby0H4yIUJEOG3QdFbeOu3/iXVTR84yO97TnvPYfIIktatZIIxg6rmjlVm2lFM5QkKHd17ZfmDI4tkB4+sub3nG08nkLhqlfdyhdX8CKu+b4D6MkywXJG6f5TNC6a7nlLHJslOzlLOFUn3bcN/1sPUz7eRt9/mGx+kWwFbOXxFjB5+I2E5qZAzNgyUSAxHk4hSeAj5VMyRcgCMV3rT569WDqdaVmRBZJ0ira9PKA7E5akqgmXIJoT7L2OoT3s4D+ZQH/OvWmGe97+xKdmD7z5rey9eaaYHOTQGpvDrH1JJNOyFAY6EUIzOBJvLF1ucTW2TmJRpgRoJ93pCYRKZaqQP7VqkIiZlgW+YjW0py2tLRaVKEpzPlCmdk9p1XQBWMVfuGH652F0iGTzEGnZXzUhK80b4ronUJk52aZvfkiun4t+5RBgSatCIraeJVzSqAS6o2B9RXdUZG+HHjRC5laW5V2gHKQjWlDUjmQDpm2PFc/98YPMXqqKCYKyoDtqUCo27/B6PdWdfqM8q8CGBkoGrS0nG1Vsy4fQFtOFYl9XxJnb6zgoipWEMKkrhu9PCI8vE0/X8VoJlUcb2MCjtaWM1/YoHV5Gx1Va0yFjd8kE4ujVdbIIOhNS5IgilJzL5eOK7mhPgUmnivE721z9w7cwf64PEcRjhmRIYbWlubUnywk4X4pBRSW/bVCpIa15xWuni36PhP0734KZnSO7/DyC+4+RHjte/G3lfeGqV93K0D+5vxtD+sgRrMnI7yhBt4u/bTOdrTVxlU97AgbgyPVOCjl3+LZamgqQTyCcMV0qvKy07HPlj95KUhFX99KCGeQ3uIJIGcs//Pe1zzEvsXRGFcpo0jKEywLTWjWN8RWmJFPM3CQvhwOavgdq3uyA9Yu1tUjVT7XYIDifJj760Y/y0Y9+lAcffBCAiy66iF//9V9n//79ALzoRS/i85///MBnfvZnf5bf+Z21DYwAjh8/ztve9jY+/elPs7CwwDXXXMNv/dZvce655xbv6XQ6vPWtb+VP//RP6Xa7XH/99fyH//AfmJ6ePpvV34iNWDP2ve8Q1rOkkyseplkPSpFrZK+MZMiw58DMv1h4Ui5Z6XWd1ntHEtFcwtDrWrKyorW55xFg+pxdP3Hfrest+jseV7/yltVEO8BvZ+huRjIUYCslvNhg827e9BgcP0FwxwNkSw0pDr6yQPYECXcvvvbmQsknWIr5zJd/HQATesQ1kfzMQgiXRP0orUDtUXkgJ1XpquawozxymIXOJLlubZL3VY/2eAqlU+K34LcFAx+PuMQ9FZlWE0rtkUtNPhnncc5DyAsFoOerENoCp2x8i992yijWTTsy6ah7XSGKmkAkIINmniBB5WRCdp/P4t7euWYiiIdlSmK1eE4kdYuJLH5TOZKmGAZmgcLu3IJfq5EdO45Ne9lkTlrP45PH/wPXXvk+kppPFurCeySXq+1OampHTM+LoNaXFC1aOuOqKHqiWY0JIVqQ7cqJ7cGSqP8snyOJscXidxXRgiRNx5975o5r573nEKVR7QjVOKy5TAHOKnxLfcsy1ioCL2OpUUYlqjdZyMMVddaDOHfPbiiqR4SL0B73gRHC+RjdSURNzRh0XMIEmnSkTDziYz2Y3ethQo+sZKkeVgRLrgO9BPGwFAZJjcJrI63C5n/okNR8lnbKMpTNCx05l7QrKC/7f2Yozds1k9CspACvgNNkpd5kob9Tb1VfM8nFJx46BIgqXLqwsO7ufP6/upXqsc7A/bC/0XCtfjXZwiIsLFI+Okb72bvJynLc05ImdryQoCUTxBzzn0VynXTH5N4cNHvqQ42tIcpY4roqttNvizO43zaFoVq+jVf9yK1FI6K/INKJxW+LWaBOFJ1xjd8UXkkWybLAQQo7cn+xPgQNZxq5Muzgzzq1vaLF7edw8QnoAv9zxQYMaf3Ytm0bN998M+eeey7WWv7oj/6IH/zBH+RrX/saF110EQCvf/3ree9731t8plKprLc4rLX80A/9EEEQ8Bd/8RcMDQ0xMzPDy172Mu68806qVYEJvOUtb+Gv/uqv+PjHP87w8DC/8Au/wCtf+Uq++MUvPp5t3oiNGIhkaDXkyOsq7n1bL3E694MzpNUV49JcUi988hKtJyuuv+zXae2oF0oZKrPM7wvW9UJ4/r8+yOIuTWnWUp41xcOi9jCF4ojxoD2tXKIjyWi4rCjNGbyuYnGPFFdWnb2O/5MZ1z33PbS2VYqu1wt+8Bb+/i96o/ik7mNH5Na3vG+E8vEOWShupvFklcD35cGdx+MoFG44720sXD5VaMTHW0LaU8p1wCMuf/0MldkMXfWonsjw25ql3RCPGBn5LwqkJVyWLnoW9jpZVkm3z3rKQZQkOQ4XRY2kOyzmTMEyYvhle132yhHxYMhKinhIpg3xCNBWA0XeE4m8QOjHxmMBLcmwjp3iT1kmVuIALe9NaxavrYgWxCOhfFK5hAJuPyjn7hX/5qAoqwR98BojnVWroDsmhVWw5CBPTZH7FC6A+EMoO0SwqUq0aRRvuQO+J93ekQrXfP8B/u4vexOE7nif020o0CIxTJOpzLLDjKtUJie7Dx1EJYpo3F0rIYSLMpELGlIIdiaElBssCom5tUmIz2lFSKF+Czrj4jnhdRXP+YkZouVsXUjJvvcdIlyE4RPGGfbpvn3LgORsrj61no5//r7lkzWCWkwzLqE8iy0ZVHOND1mZVqUV58OgoeErSick8W5P+GQljcoiSqdisMIJsp4irXq0Rz0aO8WXw/huojYpXhnhkjiSd0ek6ErLUHtYkVZh6rYuy9si5+shzt/tUVsUmiDrEyxqgS/1Xcf9HgqFh0wAX/jfvf37nJ+cGVBZErjg2kls1ieT6u8+p/BZueI1MtX88hpd+/UmktnsHJV/Ckh2baIzHeF1LSWXUMdV5+JuEPlTDV4s574JKIptlJswuuFZWpHPLe/QeDGUTkkhYkIctMhNKN37rvzRWzGeUy8KFWHTFMVA9Vgmyb2S373Y8oU/H9y+q37k1oKbkNR7Sk75fs+nG8oIITs3kcsLMhOeeYG8Ef88cVbFwite8YqB3z/wgQ/w0Y9+lC9/+ctFsVCpVNi0adMZLe+ee+7hy1/+MnfccUfx+Y9+9KNs2rSJP/mTP+F1r3sdi4uL/N7v/R4f+9jHeMlLXgLAH/zBH3DBBRfw5S9/mSuuuGLNZXe7Xbp9Y+alpaWz2dSN+B6KMyJ4rjWZ7nvNhJY9t85QObyabHe28XihLddf/m6sp+hOlEl3D5GFTqnCh/rDMSaE8957SDpQDSkgvv7bktCXTiV4sUewlJFWPV50w4c4eWlIZ7cQIJVxcnvODwAAKw/tzrimdBKG7pcEtrmVAWL4d3KbV8b+XTfSeubmAXlB4yte8IO3FA6vpqYl2VbScffvegR/YozO9mFKdx4mzTvNSq1bKKy3rteFr8HbuhmqZemYBYrOmGjJpyVJYv0OdMqK+qMGv5URzWZ0Lq5KQu+6cmnVkrbl+OlUjKokUZBlpqUeZKlb1wRtKfJ0BnFNE7Qy4pqmM6aIFix+WwqJ9pSctDqxlE9Cc6sinJcEGy0QMhPYJ0R6XhUuQfUbIqualQ26K87K1kGKcqMvkGupOyqf644Ixr//KDQ3i7vxwFf44kZsvZ4E6zcPyHV43m/IOR8uOQx8BU5cronmPcLFgPJctXDxVWawqwrQmvTxO5bWpCYekXM7J/amMYUDdVbuEbcJrLs+BH6URbjzUTrd+TWky7C8A9KqwW8qRu4W9Z72JvFYCBqKkbtt0S3udx/vD78Fww8Kebc75MmkT7kJjZHJQrFuSpK1xyoWSBRZplGuKaJba3/AenK+el0phq2GpGakk70sTtPGV3iZJakHxHVNuCTZYjwkhUJaks/7DYhHDTZQkErnenmHonpYIEXRAoze1cX6muXtIc0tjt/h3MO9rjQsag/LlKc9BUMPOjhbH/zmTHDx//iHNxaTJN2V8zO89+ia79WlEqbTwdu3h098++bidS+2A+fTeve5la9dq1+Nt7RMbdtmmueNY5CE22/LemSBKrwqRP1M7gFJWdGa9sBIo6AzIpOE/DjpFMIlS9iQpkQSaeIhUR4L2sI5KBoQmRDMc+4M9H7O35ffX1fGF//n6WFz13zfAbKSlomphmA5c94isp65O/pTOZS1T1ji9ekkEfu4OQtZlvHxj3+cZrPJ85///OL1//bf/ht//Md/zKZNm3jFK17Br/3ar607XciT+VKpd+fXWhNFEV/4whd43etex2233UaSJLzsZS8r3nP++eezY8cO/uEf/mHdYuGmm27iPe95z+PdvO+p+Od0033axmNd00o6qo2dlj23zDB2B/zjH519Z/106j9rxTXfdwATygMzrEekFY/uiE97XNPeZNFdRTJsMUHIyD2SQAZtU5Bhn/MTM/gdwz/89aCk6cW/dIjuuMA4VKqcfrYlWBZzK6/tTLJ8IIXmNnl4RLOK4XstrU2a83/tEN9+33eOz5Hvq/4HbTo90ks6vd5DznrS+UUpusOK6gnprJaPt8lm52B+kZI9h9QREwFUGPZIsEqB0nwm/dM11+X64X+H2rEF85yLSMo+yvTcitNKzxStM2lJhvJ9agkfOIGtVwgbFSEGx0pkQ7uCRfZiSUSTsnvgO9nBTl0XEqU6dR2+tiGpO5WYmhYY0pyoywhEw1I9KsnF/AWyvHBBVGy8jqzbabk6jzOU6zx7XemGxqEtDNqUhdIJTWeqZ7hmPci04PtLJ2Sy1R1WXPDOQ6RVS60pJHxle5el11ZFUbIywiUh3XYmxCzOb4gnQGuzoTsu3e1wQTr6haRjX8R1xcJ5kEWuu9rUtKcpuBhBQ+BcaT8A2UGtgiWFGZOCBwvJsCOxuwlRWrWFSkzQlOq2PWXJHAG9dEqRVKTIDVqWL//ZYBG36yMHURlMHJbl1e9dpHXFmHgmKApTt3yd/JYqjPFOe8zS3n6cGl/i+MnhdfHV4hHiIGEKMKo4htm4Ja0qojnN0MOQVJ1R2ohPPKSIh9TAMtKqLMN4gJt0+U0h66sMqkczsrLH0naf5naL36Jw7bZaigXjW+JhgTBFcwqVGYKWHZgmrNoGa4upzTWvODDgT6CsxUSK0okuZn6Bl139fnQ7xZtbIpsaQc83iK+6CK+V8skv9gwmr/n+A3zxLwcLu/571f69vzzg9L7yfdfqV6MfPkxppEJ7S7lQEPLaltD5KJhA7v31w3KjsxMepUVDUtF0R+QeolNkalByDuuRorlZ7hPVY1lx3fUn/55xE0nfTTHz6YszFGxPCAm+diQjixTP/9cHByBeKwvulbFWwZvHla++Fb+zetr/lIsNGNLp4/bbb+f5z38+nU6HWq3Gn//5n3PhhRcC8G/+zb9h586dbNmyhW984xu87W1v46677uLP/uzP1lxWnvS//e1v53d/93epVqscOnSIRx99lKNHpYI/duwYYRgyMjIy8Nnp6WmOHTu2xlIl3v72t3Pjjb1kbWlpie3bt5/t5j6tYyVZb71Iy96q0fv3Suy5dWYAfqFTIcbZlVPQ6hku0BUNcxeffdZ1poXCla++lc6opjxr8I0lLXsiKzgeSFdxSpHU5UYfLkBW7nEuWpsVWeQV4/6k5vAhKyIZku1QZpAImQyJ3jkl6eZa1cdRUAJp6Y4JvEUjGOq73n1mBcPjmS6oIOT6y34dPbeMrZTonDvWZ5JEgTu2SpRawqWMNPLJQoXfMag4Bd/Hm5ygvWOE6HAV0xRr0n61HB1F4K3f7frU4u/z0hd+kPaUSADlnf+0JHCiXOmofFymBVnZMntxxNDQVtpjniRDKSht0R3Z1+Gs09p32uRZSWGX3MM8hqQiibQXCxa7O+IR1yWp1KklWpDurjjiSmJhfFEhKZ2UjiIKbABJ+ckrFAbkVD9yUDrvmVMK8oRUnROdrYL29GqjMBTEQ8aZPcm+iYetU2GBsbsyOsc17UlFd9QWSl3nvfcQOpbPn//uQ8RDFrtDiMfBsjMeyxWmjEvYy3KckjqUZgevhct+bobJb3V4cGuJcFETDxuZIHjChciqltTJRhaOvqZHyvVbUH9AlplF8k9ZKdByqdJCJWZE1G3u/VW5XnZ9+CCNnQbjQ/Wwxs721qvf3wKgfDItvFEu/uVDPeZk/351BYxOJfFeOf0z1QwVGmyiIVOoRGEzhbUK2/BPe3oMTCm0LfYtSiZF7U3iRl59VJzFxaxPOAgYSWiTeu7iLSTwtCpFYGFSF0Njm0cWSYGgu4p4xBTfI/tYtqm12VB91DU2EgqZzmAxoTsh12h/0dCf6PrNjBf8wC1SXITacbMMwUMnMfvOoTMZEc1pOps3oTKLnSq5pH1wf57ueXrtFe/FTg+zf/ubSI8cBWtX3fs+Yz7Otd6P4i20YEu52AYdS1Mgd6AGuO5576W9qUzYEChPuGwImtAZ0WRlUdrqjsn2JlWoHpUCPI2UIyI7eJCRfZGW5DWdiWdL/gzIoZC1o5lMc5xhmwlUIZtqPcVzX3tQCjRjCRdTkpqPjs0Z+fd86eO/xNLSEsPDj8/rZyO+M3HWxcJ5553H17/+dRYXF/mf//N/8hM/8RN8/vOf58ILL+RnfuZnivddcsklbN68mZe+9KXcd9997NmzZ9WygiDgz/7sz/jpn/5pxsbG8DyPl73sZezfvx/7BMczURQRRevYUf4Lj2v1q0F7qMsv4CUvvYnP/s3bi79df/m7sYGHuv0eVL2O8j0WfmgXANc96zf49G2/AcCLX3Yzfit53HJ9T5coumHgOim5Sos8eMrHtZg7TdiiS5d3jOWXNRbqHpC7PnyQ0inNt95/+mR5VZGgPW4Y+ene754Hmydp7BtheZtP63LtzK409bahNaVJqj34CgjMIXdUtVpu6gu7PZIqJPWewU++Lbs+fNAVBo6UOuw2JaMw0Mr3Ua5QkpWEr5H7A4B0sK0WTLbfVpROiipMDgkBeVDqb97Pp5b/cHC3+atvR2tND4rdVCqh9uyksasOu+pgwWpVbO/chRqvI4ml1zWUH22gFxpk0WbiuiQBrR11KmofnFygdPsjqLFR9MgwGMMnDv/WaY/byvAX24Rlj6TqYZwUZLgk5EC/JQ/stCoJZLgobr8nn+HLdCCRfV052nNkzSJFuCia5d1hh7sPc56CJWgp0YwfEV8FqwV6kBcXJlAFeTBazGhs9SnPGryOAYRImlZExjSXIU1rhvvfcuYQpF0fPghqfSjfA296K7s+cpBkyDjuwBqF+HpZqHIJrR10f/7KH0hhcPnPzlA9YknqfZ8xjtjsu33qpg8msGL4ZnEYd/f20NKZkGslP3f7pWTjYUV3PGD8dsv8BTJFSKsyGVJGFfryJqC4NlSq5Fr0BEbU2iKTgqChScsyrcOAJ95ZzpxOuBqjd/WwMg+8+a2c995DhPNC4F7c54ov7Xj7rsjwuopwvlfYtras05VVvWTarmHIp5seND1sPUVVnNO1tgxHHU5UU+iehYufUZBzulwhkZUty3tkOll91OJ1rNxDvLwokP1lNSIve0QKrqQipPC0Ct0Rd05oW6hmrTp/LNQe1kzd1mJ+XxmdyHdV7jiCrZQIjhla505g+tIDnVgu+7kZRu/uklY9vNiQhbqYRpQPN4j3ThMPBVit6LiCox9GYgLNNd9/AOgVCv0NkOsvfzd6qQVZhjp8FLKMzA9Oy4nyzt1Nc984KoNwKaE7GpCFq++Tj760TvmEpXIyQ7n7sO46P5amKKVFcwJny+FI1WMCW0yNkIzjmiZsmEIWNScd61SKuPaYJloSOKSycu53xuVZWTmRkZY1OpMCIXfN9jqWeNgXIz3gRdfdTFrz3CRKFfKvjzWJeCrGhhrSY0QYhuzduxeAZz3rWfzjP/4jH/nIR/jd3/3dVe993vOeB8C99967ZrGQLyMvPuI4ZnJykuc973k8+9nPBmDTpk3EcczCwsLAdOH48eNnzI34ngyToeKUeLjC1a+8Be0whtk5NaxWeJOX0Jz2iYcVrU0WG1jaU8Pse98hggZMG0s8EomijBVjlsq9s3zyrg99t7fsOxcFDMLiNzTVRxWVkwadWDqzmsZOXWBrVdbDKA8QOVcsrzNh2Htghnsd+fmFLz+wSn4xHzmjFP6WzXTP3USnPnhp5gTdi952qJC4fOk1HyCt+oLZDSEezvX3lVNrsbSnBYrQ3I7D6LsF5qts84RnsLOsUsH+CtRFOrtSFEiBkJXtQLGRfyYLJfHBCk46ixSlWcUlbz1UEFRzJaDrnvMb6AePFvvgbOK68o+RXHUxyZA34CwKENc1i3tkWyvHLMvbPDZ9sYE+tQhhQPloG6srorzhQVqP0P8k3b2cp/B4+BOf+vr72L/jzehzp9Gpj9fVMq4nh1hIZ98zkvyV5iyLe6VwiBYs4aIo6CjTe1Abx0/IIlFJ8t1D3ASOPBvookueK5FkUY/4aHETjrLAkrp1TajFq6B6DBZ3a5IhSZahjwh7pnEG73/gTeK/kNRF+lTIzq7wzlxxat1569nVy1TunGKwg/3V372RvQdEpnXXR5ysb90VCY5DsNb6Wt+S1ujBCJS812uL4VRnwrLv/TPoWOEpOHqFxzmf6NCeKtOadmpSVopumazJNaLTHknc+HKfyHKfklQRDxlR6YlVcY1KMS6rFi6KZn5/+C1objcD2y3qURAu9kjMj1xf59ybZkSGdh1uqHIThfWUkUzZyfLGGtpORrSecmy5TrnWpb0YYAO7tirSirAryPI6dsfZCD9h4TzhkJRPQHfUEi4JXGz5HJFHTWpyLnptmQp2xqUILCZT622jEVhbac7QmQypnJJGgdfOxDMlyzCNJsGmYWxb0xkPUAZmLwwZuU8c2uXaymFt1hXX0B0NVkGYelNM2d5wMRmA9Op6nWuvEMEXffeDpK3W4OeTGFj7/rd/6xuJz99C0BSIkfGlwbEysd75H2/Bm9C0p+BU1aIrKaOfKzH8QExSDVCZxc8sQXuQq5KTjIO2m0Y0XaPBeSLkzvBo4UtEi6KsJKRmgYpVjzkZ1QzCPklU4+P4FEIg97vGcVu8Yh1y75osUlz5aiFEp2VF0HoaQJBgA4Z0tmGMGSAS98fXv/51ADZv3vyYyxkellbmPffcw1e+8hXe9773AVJMBEHA3/zN3/CqV70KgLvuuouHH354gCvxvRzrwVfsnfdSLl1Aa2tFIAwOirJ4jkc8ql1i17sw4xH5Oa1SON1e9apbpXMWQTZa5YX7P0Q43y0Svqd75OPV/rAasoqldK/cCDsjmva0KkhyufxjUSS4hGPtLxjEDa/nZOzv3E58zgSNoUA6Ln0Y2v7Y8vmea3A8GtId1mQRVB+1+E1Na4vBerYgNubdj5xQmdRdIaDloW+9vge7RbqBlp7mugWr5abuN7R09Rx8BM+6ZVHASlYWHGnV0gqFy3Dpmw/xjQ/3JgxLe+voc2p86eNrd5XWO6/3b/kFkqsvFlfRNaVRLbVHFOW5zJn/QGe6QhR4xMMh5UeW0GkZ4ytKczHh4Xly8UxveAjbWft+dibxiYc/zPX1n+SzbmpyzfcfIB7yyAJFe0qStXhYzgmBdlkp9OrKQQBEwcRLBBqTmxz5HYEGpCWBGRlfzseg5bDaschv+u2c2CrvyeEVVoukopf0CrzOiC4mGrlT7ANvPoupgjMo1LEqYDGPRYzOJ17Wd4m1O9/EY+AMnp0rDnfm5FbzZQMY3YMBrXVd5omr3xQ4TH4dZ2VLa7Mcg6RmReHHyN+PXFlm8usJnXEfnTlviDyXSmTFbS4X6+4PXkuKwyzqrZvuCrxHGQrugPAIBDrT2uymNbhrd0L17k99O8frKirHLK1pRTJk6JZODyNTRorH0/IVDBAaSDV6OMacivCjlO0jCyx0yrT8Krrz+FRqrPP0QMn5jpIiISuJ8pfXEXiZeIb0fEK6NREHSIZ6BdPKQiQvnqwWedr6w4busCJoKaL5GONr4pEAe9F2grkWjI+QDAdkoaY9rvE7FCpxV7/yloIbADKpjI4s0dk+TBbqQrFnZax1r75WvxrvvL10x0tUvnwv2YpC4XSxf+dbiPduli79fBvVjjEjVf72Mz1u2b73HSKpG7TSvQKgqylPxsxerQmbQcFf8uI+V+VBqxhRhHJCA8YprMVVUenyur3PWU+aGdaT+4p2wlAmkNyiH8qlU3GSt54cm2hJ7nd+UwQ0/JYhreQQL1ssR0Qb1NODs/A9FmdVLLz97W9n//797Nixg+XlZT72sY/xuc99jk996lPcd999fOxjH+PlL3854+PjfOMb3+Atb3kL11xzDZdeemmxjPPPP5+bbrqJH/7hHwbg4x//OJOTk+zYsYPbb7+dN73pTfzQD/0Q1113HSBFxE//9E9z4403MjY2xtDQEG984xt5/vOfvy65+XslrtWvxj9nB97IMKbdwRsdwSw3UJ5HtrSETdMCR2k9mDvPI2iISdHKG671LGosxi6EPPCmXvL2dBwPnk0ES5p4dA235sAye4nCb2kHa1gDV43r1ml7+o6skgTAb6tiKnD5z8ww9aVZPnnHBwBYvmyz68LI2Ld0YnXCeu4HZpjeUubKH71V3Dx3+rQ2W/yGkGiTunRndSJwiRwjvjIDs75104geXhokOQkXBiUXwUGzYiUPptgZZwWAKzbW9KJQvSTM+JbOhBRaF779EHfeJA/m3AV3rRgoFJTihumfxywtYZ+xj85zdkqivY6iiRdbKidtgSPWqTyI4pFIJkHlAL+ZEQ/7BKdapPc/KJ87dzfN8yZEZvEJRD+8KjrVIa1UaGwVBR8bSKHgt5RT/ehBMcJFi5eIjnqYGFEwynoTHb9ji4dvaV7G/lkoD+b2qC6KDWVknxnfTTRKqnjg5zjj1rTGb1mSmiRr3ZHHkNJcEbs+chCduEmAzqE3dv2iQUmSbvVgx1/HSmBCkXT2+59IXlsNqvisEWY4RS37bpspksa0bAsS8arPBHI+r5RCzhsA1nfcJd9i3Hd3Jg2Nrb6Dj9liihAsa4JlSXS7zlPBb6miUM7JzKJv7xoHgYVMfEusJ3KxRQLXB4kUiFJfIU/PoM4qWNoFJlz7vrQycpO7lfvSlI2YrFkFvkWXMkwHwiihHQWEUcrDCyM0Hh0agExYTdEsyCctRdNkjcvHKoE0FROk3JyvIkT3cEHzT78l98Z9758Rs7GaxXiQDDO43q4Bkr+Wf3/5hGbyazHtCZ+xu7pkkUda8vA7Gdbz6I4FdCaGi0La6xrG7uwSHFtctb4qhfLhJirLSKZqpBVdJMP98p8qtYUfQh43XPB2zIOP4O3bQzJVp3rHUT4x+x+Lv69sgqycKuzf+kbivZvBWtKSD0Ml/ubr71u9jpkrfMNeoagyRfuhOkSG48+DrZ8TTlPB6Qh798Q8ZFIpTZZcItjviL9L2HAHU8n7dCLHxFRUIam9lneFTixh0lte3gCLR3z5uU86VaCSsn+VtejYFgpOT+XYgCGdJk6cOMFrX/tajh49yvDwMJdeeimf+tSnuPbaa3nkkUf467/+az784Q/TbDbZvn07r3rVq3jXu941sIy77rqLxcXexXn06FFuvPFGjh8/zubNm3nta1/Lr/3aIE7+0KFDaK151ateNWDK9r0a1+pX42/fhjcxjjl2gviqi0SrOFQEyxnRV+8v3quSXhuhNOuIZ15vnFu8zyjsfIjuPvUv0icz8u7IyhBCqX1M5ZCVRde64R7Wuz58kGBZ400pli4Y5YX7P0RzU0DzAkl4onmnVrOvyrkfnCk+Xj6uGFmQbs3CPu00ySUh6o4bOpN93+PJd5VOSvaujIyFTdQralSmsMFggqhSBzdyUA3lur0qn6IosIElLTT/ZUKRL3Plg6t/24VsbOmOw94PzQx4WORxwyXv4pO3v3/V67pWo/Wcc8i1+k2g6AxLt8xL1nf7zALpDHpdGYdHp1p4cw3i7aNkJXnAN3cPEw0/Q34ej6RjHyiB3yHwO4F8xPz1F9615vecLrJKQLcuzqdJ3ZmOhVY6wfnuSeX4ZE7xqLRgRENdQeo7THefpKHxEVWhqrw/aBpKiUzAcnyxHAORTQxackyCtiWuSoFRrF/ZYiI55vf+6pmrdwmUQJJur62KqSSsP11YE2JE7xpaCY/pP19z+NCDPz/YvHjoJ9/Grv/2Qexi2IPH5JA6owq406r1R87X4vvzYsZzxP4U/LYmrRq5Liws7Ybpr2ScuEwX0CkTWfS881BYFihRe9pdm0Y4RDpVBItiiKcTx4cqSSIVNBXD9wj2uzNhC4ni/BrM93XOJconFDl0qR8KodOeCd5aGzxQOCkpRFSssGUDBspjbdpLJUanlolTH0KDMYqRShdv+yLNVkSyHEKqoJyhA0O5EpOmmu5yhF7ysZ7lwTfIMRogYeffb/OV7jv+moHzZ+q2jIW9PrHfm8gURUj//csd23wa9rKr3s/8+RUqpzLCOx+FsWGae0ZJfDH0W97qES5ZosxQv3OWdKxKZzoiGZ7gRdfdTDjfoWIgGS0RHW9gHz6Cmp6gu2uoaEyEiynRg7Ok08P4j5zCDlVJxqtc84oD0qH3Idg2jD9cprG5TDSXYBcHZdv7jdhWxnXPfQ+fPgOu1FWvupVR5/nR2qTpjNuB60t3tXCYllLSUoiX2MIbwWq3M5Xs+zxZz71c8kklQFzVREsG47uGgzt+/cUGUJCvs1BUkvJ7Vi6qoFOch4K8rlOLUQqVitJUHjqxmFCt2wh6SkXftfeElvE0ibMqFn7v935v3b9t3759lXvzWrGSuPyLv/iL/OIv/uJpP1Mqlfjt3/5tfvu3f/vMVvRfaORFAoBtt4kv2Yn/pW/idTLSiofuuotVK1QQYpMY1UmoPtygM1UhLClmL3EPyEoGXc/hZ6H2kOYbH3nL6b7+X2Tko+/vhGTkylCZAs9KN60Msxd7hAse0aIlcK69i+fiJEgFnpBWpKhLamB9Rf0Rg0ohainak3ZtIy0l3WXj4A/WA7+hMC4pzc17CNz7LUURmdQpHiI2yjtHqocZz5torjvYn4CcziU2T57ySca5N80UU5Y9t8zgdRRT5w4X7/dGhmFyHLXcxEyMYkIl4+m2Ia5p5i+StrFOYPJrqx9e0DOTA3mYdabKMF0uul3KSoexPT0o2r8eBOxM47rwNagoQu3cSrprmGjZ4D2omLtYOYM8VcC8VCp+A7XDvS5dUhXZw/JJI6ZusRRIKhU+g7KCbc9dhE0DkqqontilPliGEilQEygyB8npjEnx1B2TqYLfkmNz7zvOvFA494Mz2EpPhtMELtnuSgG6Mnb9piSNa00usr5zZmXX2+oz80AxsVdIpg4U7+sUClJIAH1O0zmETpSb3HIDMQZDg+4ITKM5rRm+D+YuQa6bFFqbLKVZ8RyRqYUTGnDyozIhkeXnyj7RnKZ62KJTQ2dcE49YTOg8IvKpn+M6iIHa+tdW7pTdDx0s4FDrhXUFSGSIhjsoBd12QHmowzkjc9w3N0FU6+L7GYGXoVwL1K8lMnU4WsOEhtZsJBOt/Hvj3g0hJ7ev2vdrrY7uwdq853lMft1wxy1y7PceEO8P1bdNxhc4W861AehMR5QWJLFtXb5TCm4frFW0xzWtLZbyKStQosBn7sIK5XkjfjShJq1Vxa24mSESV5BOD0ti6wjs0b0nQCu8+RYoRTpaYXGPqBDp1FJ5VKBGra0VdGoJbr+fbB2Pp4Kr1hef/r/vXv+Y9e9GI7wBL7ZEiyJlunC+yz3dLnnwjW+FN8rPz3zDDOVZ6dqnZdU3NZb7QdgwMsG0vUkNsSVwZmpJRREtugKirgmaIiKQe5PkywInWW1Vz1uE3rWt3LNWXLN79yp5ZllXyGzEUzGeMGdhI77zca1+NcopO9nFJVQUYRYW8dopOorQdx8mfu45hIsxnamI5pV7xezpWAMOH8PetUh121a8fZtY3B2RVkCfCqQrFiumvmL4h//eKxSe/e9m+Mrvn1nycF34GvSuHSSbhvG/evcqhZunegSN0zxQn+TodckEhmC1+BO0NotTssBRLF5TujHWl+Qe3xI0FXEdlrd6RPMCJaseFuJrWoGgKZ307oTcua1yiUuiMAi0wmrRbVdW5PMGpiZWEthsJfa5r3uiMvc+v5eYeA7/XUwsUlmO6KbLQymfgCjjcOpWDYxfx+6Ak8/NOHKVxzPeeIjJrzVJnncuSc3DiycKcvcF7zxEuOgRjzh4hrLolh6AUq0X0XxCeNcRiEK6uyaJR3zChZTuaCCOvJHitt87e1+MlfGi627Gf+5FLJ8jKiwmUDQ3i0ypVRalGeCI5KPs1pQcR50ovG7uSQCq4+RXQ0XUtc5zQdMZl/dVThi6I5powaATRVqSIiJo26I7mJYodOyVgcY5eYNQzo97zqJQAEl2gaKQzScM68GYHvjFNZLG00ROAj7TAl6HGdb3BrwBHivE/MlBlXxbZFky+U/TFPwAAJ8lSURBVAGch0VWss5xWs7zpK4IGpbKEU1zq5F9oS2dSRxXRIqDzO3zoJErkkkRYX2B4wUN6EwouiOQVQxeRxEsa/yWkJrb0zIpAEiC08Ac++B+A4X7ehOG/n0QGQgNcTvAtiUVSH3DA/PjZEYThSlLp6o0Hh2SZM4VZB1bIlzSWK1lwqFkaqhs7z3FsUlOM+3AkaoDg2q546dk2nX8ub333PsrN7L70EEpptyUpv6wpXo8Ial6POcnZtCZpb3DFy+GY1kxOZSVgOYWRTQPflemKPPPHGF5F/gdhd8VXH/QFD5CFmrSyiileom06hMuJHQmQ8LFFJKE7gVbZXIRhqS1AJ1Kp7xyuEVWDeiOBqgUqnccI3VO8P1FQT/sqP/nF113M5/7dI+TsH/HmzFz83yq8Uer9lv5aBuVGeLREmnVo3IyA+PR3CYclpWFd3nW9mBURiYGXiImbDnEKP8550XlDZi01DumueJaXqz0oGC96zVXYwOZjsZ17ZzkLUlJfH7ykzUXcuhf/tNiqsAGDGkjnmJxXfnHQCmU72OTlGx5GZQGk+EtdbC7tmK/eQ9eZwdJPcBvGYFetFM4dpJsYRGUwjYa0p20UH8ISvOWxV2ab31g9TQhLxSu/FHR829PiFoLQLgsxKbmFk2wbPH/1bOpnExZ2hGQXfqMf9Z982REd8yRqvLxfp8yC8gD9fGS+taKXGUoaOZTA7lhpBWKjmBatdggN7IS8t/w/RmdYU1jh6L2qODcW1skaY9mdeFgCtLdU0Y6vfWHLMs7FX67Z6ijEklWklqvE6ys62L6ol/udeUhr1PpqAopVdaRrNctzfHTK8NqSXryxDLnQOSSfijYPXNQlKXOhepDHq1thuY20GmF0rylNaX5p9/snZ/xqKU77pR78km6yX0HBqcIxXooweiG953gE0f+/cA6Xn/5u/EbMVk1wJ9t82TE5z79q1z+szOFc7Z2sC4TuQIrlW6oeGDIZET8K8TlN1xQVI+Ku6rXlS6g1RA2nfhASRE2DfqIoj0hTrhWezQ3yYQqLfd00X03OfHbspzukEyoVAJ+LAZl97zz7KeJ/RK7OgWDqAihhZy66yMHV00EVnovnHb58eoT6pz/cjPKM5jlAJUqHvyFHhzpgX/7Dvb86Qcwx0urPjewXAfnsYrBLrxLyo0v1x24h7h2HIHAih8A0Npk6I4qtvydkJ1laqcxvhB3jZ97AED1iHCJBPblZEDdJKU7BqVTPXKz7opLcXtK0R2VYkYnTuFsxe7IuSLrcjnONNeyoKMM0/SL7m7S8VlYiFBG4TU1ekWir4zb3kiKH6Og9qiiuSUvwIR4G81Da7MlHc6c0IIQu4vGg7sP6raG9uoNsR7sPnSwkPEtH9dEc5b6IwlZWbO81WdpT4jXkf0dzWrKJ2wBt8l9TsKmIXME3NojBpVZvK6huSmgckQmb8vbPVrTlmjBK6RrTaDoTpTJSoqkKjextOzhnTNNcLIFY8Ok9RJLOwPxu2lmpLWQeMTHKkXleIv0oUfWODaK6+s/iapUYHK04KyB3Dtu2PcrmIcOozyN6XRAe1wXvgb77Asxvib4xv2oeg09PoSeW6Z8SmMrJbLhMlCitKhY3iYO3gP7U1NMAtKyKu4nIJOALFBi/KhkWpFFbgI5pAmbpgdtVPI8CBxX2wQ9gvLgdkJnVBcEaS8WVUGdsSb0prhnqxW/P5VjA4a0EU+lsEmK8jxsnKC0wqYWrNzQsm/fhzdUw6QppXtPYOpVuP9hVKUM46OoULJH79zdtPaMSbfFQFJVVI8Zxr6dne6rOf4cwR+mk106iwG6I/rKadWg4/7uhWSRNjTs+vDBM1JU2XvzDCYQLH53TB58flsRLkH5pDhuPpZl/JMR8cgglGegM6YE+5n//KRc2Eq2NR42PfgPTiGnT4NeSGTSujChKvT1va5IRoLAd3LiYo439TqOd+B4C61NSpbr5B0NwosACCuSqJjATTC0LRKnfMKgm7I8E9pi83WiCq16E/QVEvRgHTp2yYMvhM+s3GvDFHCLTDmnWkmax76hWNgHza2Cq+0vFECmIq1NtihA8pH2wj7N2J2Z43wkRA+cxAayQskmgTZ94uEPrzoUn/rqe57o0eSCdx2ifNzy1f/U686X5gyNLb0HtujGW7yWonxSUZozNDcLcV6KMgiWe/K0SU0VSlZJWdGZVFSOyqTABGK45Hcs9Ucz2uOeqJOklrQkKjK5+lZr2qM7CtG8POBbW0wxhXk8RUIeeSc7L9qsZ7GBEvhB/BjwF9aBp9DrdAPoZX/genvwtb/Kzv98ANZJku/71+9k5+/e4ng3a2fLuUyriADk0B1xGpY39N5rtRReINMBvynmbzlEb35fIBO+TYasTJE4mFAmEeGiHFcTiGuz35SpRbCsCg36tAzdMSm4VAbtKZkWdabkOMXDa+9Hux68ar3It8v2freBFf5PywffolqyU3UzICdX5/fFfErodXoNCZlMKcJFaG4RfwQQFSkTWJrbZRqi27qQWx3YhtPAqrAQLmnCeXjBD9xC9R8fZMuuTSztrnDk6kCI49YILMl5NAB0RySbrZwwlBYEXpRGiqVzNOWTkijr1NLcHBAPi1Fcc5tA8XTm7oOBwosFymQ9NXAOmkjR3lQCSpROdNHtlKkvzmKigKwWkgzJtDIe8ckqPp7vY9NBfKS/bSutCzeRlTXBcsYL938IZeFznxQDsuzeB2QX5Fw6k2Gtwlvq0D1nmHBiDNtsoWeXyE7NFsaR/q6dqIkSSsHQQxkwOObLE/q0LFwvrFMxcvCfrCTPgKDhoEUuNYiWDEk1b0xIo9BqnCSwZXm7pv6IWVUwKCPqazqzTm1N+BUi4CHFQL/qFPSUkhT2aTNd+F6KjWLhqR4mw64HszAZpi3uQtmxE+hGVeTZWi041Wf3ObeA3jGCiRTD9wtG9rFUjva9f4ZSQ26k9tGIxDkY+x3psJhAEt7c+Mt4QKLIyutjQi545yHiUZecuwdxLulqIkscWeJhGRl732Gi9SVvOURzh0H1jU9XRT9Kx1/9wOt/X7/yyunwwgNQDdX7Pa2Ksoqy4lxrPUncc/jI/Pmrk6DKMUVclwmF11UETYjrtld0WEisPEzTiiWtyPg3rTht/3lRnWjssD2IkSeY+ByHnrnjZEKZdOSur9GcpnLU0h1XlE9YGlvdulp5wKYVsFj3s4Op9HUpTWAFwqQlgcJKslR/0LJwoSFcGHzYXfnqW6kHiu6Y6hlL6d45mEXSQS/28/FTmOVl9L1n7+FwpnHtFe9l53KHztahgde7Q/JArhxRdMekwCudgolvNNHthKV9Q4WRXWdCsOo5BKN0Uozcskg4GmgoH5ekNq4LbjipqEJKNYucDGco/3fH3FSnCZ3JXK6wV5Df3+dq/3jjgTe9ld0zB12hJ933njywnKNrTRdWLuNsQ7U99EQX/VCJPQdmyDZ3efDHe4aTD/1sj2ey+9DB1co/TtI05wTobg6po4fzz52l+7TosxIktV6H3/qWzhQM3Qeg6Y47mJCbRISLyvETLOUTMh1MapDW5fu9WK4948l7/bbwHsJFRTLUx91YL59eZ5pXkJYzhR2LBe7nGWwmYHTb9AslIhVr2d7IoDpaJqluuljA5JRsv84llpVMQLKyJZxXdMcN1cPiLxEP9/gWKAfFKjtPikSmaTlZvJBY7uvM+m2F7irCZQiWLPXDCTo2+K2Epat3ES5nzF6sejDJTPZdLnPtzUkRHrStGBY2MhpbQtpTsqNqRzKUEQfn2QsDogVQs+7ZEyCCASOG2YsVQ/d70hHv2sIgEXrwGGUt8WgIIyF+SxLc0okOwbcflW3ZMYU3u8wn4j8BehAkXSqBa2JkocZXApeynmL/7reSPvjw2sfbWuz9D6O3XUznnHGir8zJrovj4i3pAw9RM4Zk6xjxaMjtM4PP9zw5N77j6eHIxH7OW4DSvHECCHIv9bqGLNKkZUVSdX47kSwnaBmnjiRFQxaJQWRhCOkrkooidPDYLJIJW+Wk5Af59FMme+45URPeJY6L9XSIpxOM6ImGsk/UKvlpEmIfPszi4iJDQ0OP/YGnSKynNX+2oet1OledT1ZST4i8+dIXf5DuaEBzysP4iqFHUvxWxsLekOVzIBnJBCbwhsGb1e5DB1e7bVqRu+uO2NXkWJeAT94G/+ePzz6xOF286IYPceSqUJyMWbFOZxruoW+RxMNvy4OsX73lbJenUzXQNQyWdJG05wlEtCDdtBw+dv67Dwm0JxY1lnxSkEVCHh16wCX5ZUVnordeKkUezA1LY7s82POET6BPyrnOygMmGTYEyxrjCVSj+qgiWLY0dqhiupGr6Zz3nkOFRK/XkcTB79BTiUkVfkdMqvIiQnel2xvNCfxCXG9FGz43hRv7dkZz2mN5d2+qpTIYuUtRPuUM6dztTMeW6jePkT5yhM+kf3qWB+Ox44bxnyGbnwftoS88l099oydteMW/kUQ1C1ThNtwf535Apmo55C1PVv2WonxckimVCr49rUhyWzlmaU+4qU8EtcOWzqgjHbriLB7OO4WyzNQpHd33S0+8QFgZ573nkBiYTRpKJzXdcSlE86I5l+fNI/eUWHlfOJvY9ZsHpUvd7ZtoVDMe+qm3rfn+PX/6AdK2j15auyemClla5TrLazgCD9ZAA6/7LcW2z8YcuSaSfZ37K3QlkRUJY/FCAOnaZpFME0KHu0+qMultb+4ZKuYu8lKAnF46dmWIVLJCT3bIOj5eJOTkLNXYtocqZ7AcDEC98iKp4By4RN44HoJ2+7sgsjqolo5dI8JJ0Fpffi/uq337TRmRZf72e+S+tffADMGSKu5ZOpbGhFVQPungdy5Rtz6MfzPm1CUhza1StOlYuQLDFccd6I5YwiXF1r9dgsxy/PnDtKdh5B5D0HRmh5HmxLMUpVOKb35I1uWFLz/A/L6A7qgzcjzq7j1daGwXM0RRtpL/yydkkjv0UEJW0uJnkllKJ2P0V76FOm8XICaNK+MFP3iLeB8Mec7MzFK7e57srvvBnH7S740M037eufitjOCOB2WqYFzy3ZGm4XqNkZe+8IPEw4GIOgSDakPGTQWzSCaUVimCtil+tlqKKfFmUQJBsmIQmUYyHQhaIqmaF4tJRRf70CrwElccN2R98yZHXih4XSMqSE4+3Gr48v/45adkvpbnks969fvxg9NDHx8r0qTDbR9/11NyO1fGxmThKRj9FvH9F/96JKnide2hAh/b7a76u1leXtcQ7GxC//03qJ+znS/ce8uafz/nP9yKShV7D8yw6//X5MjVNVpbcrmMwfDbqlABWSvEcdRy8S8fojsqzp5PVLHp6lfewuJFrlB4HAm9rFjvd+tgB/0mTY8n8qTZKnl4+21FaU5G614M7UmB84QLlvJs72E8dL8QXFVmSasC/1FG+AK3zwwmic/5yRla06LaYr2cJyEJensKCHvmWCAd/6QuEwCVivNquCgP8crxjH/475L4PeMXDlE71lunnCdh8w6ju59aLQVQVrIkVQfB8SVBMZElWFbEw1Is5KTbXR85SLCkKC3I/v6n35Ljv+99h4gWIKmJ50BxiNxD0ASQbBnDG66ue908nuhfljc9RbJvK4s7o4H3qMzS3Oyx6YvLKz8OOCK730ssc98BgSAJbEU59ILXVmRV6RanFYEYeR1Fd0R+97oC2epMSHLntRXJkJxH9/3Kk1ck7D50kKyWoVseysCWfzIDTYcL3nlIyNc1mWwBYFRhAKewYBS7fvMgD/zi6uJ/53+8RRSKIncepQpVzihVYjqtEJtovCRAd506kCuiiTU7/9MBCA0P/cSvDizzvn/9Ti7+f3+dRmdoTR4EVvgsaItR9PT/AawoxCV1kSZeFUoS/8a2kPHbM45d2Vt+Flk6E4Kjz8YUpVMCM0xq8rlwSSBKja1yrcUjrgOf9cjA1rNF4Xcmam02tFBPKFVijFEksY9XSsmWQsoTLdJWCTK1qlDIvyvvkOb3IJUpIXa7ojVznixeRyBy+WQmHjNibhcIbMnU17gPumVH872XykfFF6a9Sa77zqQk6PJ9TsLWFZxeW9Ga8tn05RYP7S8Xr1kt14rXUWgnODRyX0Z7U6WAAY7eZQma+fWlaG7SWN8MyIbPXRCgY4jm5PfOhGxj0DKM3m1II0Vzq+5BVq0mmrekVU+gd04WNB4KKF28l+a26rrH6+//4pd56Ys/SFZSRLMJ4f3Hsd0uOgwwndMXC0yMYbUiqfsE4yPoZhs8D3NqFm9kmE/O/ed1P/o3n3/H6Ze9Rjzvxw7id4T31BmVyTUIp0HkqGXbg5aDN/aNu8KGgQa0JjSVU24K4eRaseB3TCG1qqyTUnXckrQkz7yNeGrFRrHwFIz1EprHSnR0SeQas2/dc1afO6t1e4wubeURj/a0Ia0Y7nt1BRNl68N3nJRm7agmHhX4TX8nauTb0oHojFuysmV51xMbgl3ylkM0r/JAP45CAZzOfR9Ex6kJ2dNIhg58Pu1JZq78/mKyYqXDmfgiY5o/uEXW1JLUNKW+h+7//a9vFZdtBP6SRUKqzB1J+yNzpGlVEs1/EwsMTGXCB+jg5FY1+JnAh8onJemvHgYMfPU/yXJf9oIeMe+f/n3vu/bvupGJVoehi7dz8lKpEtKadQWKkyDUrmPous053yFXg0org/ssrRm6qUbHvYpz+F7Bw3a6mtakpuqKlVwmtDvsYbWi+uAamqor4oapn+OTJ37nMd/XX5R7e8+hed44zWmPxo7B9w1/YxbjT3DiOfV1l5Ubd+UdeFHSkQey9aVb63XEYdhvOX1yJ9+ZlS3+cTkv4pGeG7DKhCh93y8/eUVCzi1QFnRTsDlWwewFg48O61MYmMkLMhXyOoqkKoml35TmwK6PHMRUMoKhmGQhQnc0Gi0QlbbuddLbHh2j2LZ5jqOzw3jtgKTmcPTunuJ3pPi0XS1GcbEa2P47fuC97PzDD6FiXwoMlyTmUsHaqS5Z36kVKbkewkXFpn9Y5tGXrX8MrWeZu1ix8/+fEM2W6EwagU86+E5SlwK/tUUK47QqZpgqzYntkhSpFPDzqUBv+WJ0luN1BsOUDeWJFuUoJvDk3K+GMZGXcnhxGK0tSlnaJY/2fNlts0L1KTsVsCrVO8fSMmIy6eBZNmDg/i0kbrc+Wj6b1PNp3mrlI68jXfw7bhm8HzXO6fFn8uNdPiFCGo3tzr/DwTCjBUtcV8QjAWPftJy6TGBv+eRDZfCNj8gxv+pHbmVxt093VO4RQbO3nTq2xHWB5XkxXHLjIVQGXmrpjorUZyEFDLQ2K/y2JpqD6mFD6aTChIrWZkAJ7swEUD1mUNaSlTTNHcKE16nlhS8/QFZS6Njyd3/Z16jLLPV/Os4n7rt13XNrLUSBPXqCcHqYzkRIvG2U6K72mlysJyvyif6zf2qGaMk6F2gKlSTrKZkYuMkKOLiTVmROnrq0YOnWxashh0LlkUtYex1LeLJNukOwzv3mcE/l2FBD2oinXyiF8gNMu413cs7dyL47cedNb+G89x4S0m1kBxQwVibIadVSOaYZuT+lNekxf1Hv2RguakqLGa1J3ZP4VI+NhV4rzn/3IbqjBnauXoeziQFH1ccZ2hUMKzHHftPBmBxW2mspojlFZ0qIxcpIR7UzZdHJ2hqVeTfnS7+zNtRDknOoHBFC7r73HSKpCY64cgzaeTFhpGMdLCtuPyQP+Wf/1MxAEv/Qy8uc/+5DBawgD3P8JKbbJbwDtp4Yw1RCjl5dpz0p25xVJFkKGspBD2RiYSJLMtTr4OZE+fvfemPxezwiDtClUxZPweIuzbffJ99/1Y/cijKW5rRHc7sFawlaGr2tSim4BO+eR8nm5wemdgA3jL2O1vP38cKXH1h38nZ97ScwrZYUCZPjJPu20h4PiKua1iaBQvTH8kXjmECRlmWa09iqCrJ3FgKBRccik9kZh1zzPlwEvynOqTkMTMcyeUiGZOLit4R/0B0VGJjxFLYEaLjnLEzVHityzXug6MKqDKI5cdZd1W13Ra5xyaVCChvd1yHM5UqxoFseWas8MHBcZXBoQc0HPJJMQKLw08HEWdS73PuyHl5+z60zA9Crh37ybZzzWwfRozFKWdLlANWSa0jOdSdVHCDeDEY62w99X30QUgOD9zK3OkeuKrH18y0efEW5cM02Jbn35e7MaVW8GDoTvf0kBnC5e65c/7qrBiSN+/dJThQ2wylRrctEvclUZZnFWIqBR+dGqJW7LJ2soboiTqFiteqWpzJQntzPdCxTvbRiC/5Z8Y3KNSty/X1X3Of7YeU0tZgQWwqS91pqe9DjrJz/a4cImiLl7HWdXG0oHBEdy32iuU2Kt7juUTvSZXlnmfa0KQ5Hv1fHics0pTnY8oUufjOhPV2iscUTOGRsiRakmdLcZqk+LFPPxg6wnhnwP0EN8ugaOxThkmLszgzjeWRlkRBNHbZ+JSE390AByCJdNHRMoPiHv3vnmvvkscI0m/jHF/nC3x84o/df6/0o+hkX0NhVJ65rGlsddyn3eMmbX35P2CLnyOUeOEABpbzi3xwkLSmiRSdCkPSeV8VE17kzF34NzhdmZRT8D2MJlmI6myoCL0stfsuQVp48BcLvWFjWquPPfhlPk9jgLPwLiLwL8Z0icj7e2H1wxnXsBjtZQDHSNp4kQJXjchqaQIqLaMEUsnennqGFpDluBgnCVoi2337v+tCky35uhsXzVuN+Tcmg4jPT6D/TWEv147E/NHjTBvnZb0PliCjjmEBwztaXxCNY0tQetdz2n3vdNGXWNhLrT4Ivf/0MWVkRD8G33v8WLvqVQ4CoruQGcCAFzV3vHtyn5940Q1oWbkZaHlQ8Kp9QjN6dEi4n6L//Bt7YCOaczeilNuahR9HnbGf5wnGOP0d02YNFSUp0ghB883PDCg8kcy7QA3KbHz7osPx9k5AJOwC1uepVt7Kw16O1xRSfffHLbiYZ8ggXUsKv30e2uAT9Chzn7GD5GZtQhsLPYWXccNE7SEcqZBWfpObRGfVoTTtH3lgx/k2DMpYv/Y9ekXbeb8i+NYElXBb4WDyi6IwJhMZvSicz72Iqgzh7d8FrI0WiByqRaQ9GEkcpIqByVOBk8Ygp5CWfrNh9cAbryTkBCNwucHK5gS2mHXlym7tz5/K71pNJoI6V81+Q7dWpg1mdBQTQehYbWkpHfNKaxeoe6VSZvsK7D1OfX+uP1VTY9ZsHC/JqDpkyYW/Sg5v2CAm2d5z64UL5/tn0D2KmN3tp71xWVor+rCwwsnBB9lVn3BYwtBymJQtnzXtlf6jpDnumT9FIQuLUJ049KlFMmnmcenQEArMuR6N/ffPIxRiKqeda37tOs2fN9UsV0bziW+8/c7joBe88RFoTCF3QlHOkO2oG7ovKQjinCZdh+P6UI9d4Badj/OsCy2tul0S4ckTciPPzxOvKdMJ6cj9tT4pHzdi3upx4VkRrsymmQbkjmfUGCe/KwNjtitJ8RlrStCe1KI3Nia+D35ZJSRapdY3F2uManfSS7/2730pnzyR/+5lfXfP9eaxscKz1d1j7+f+i624mqfss7fDojkuRml+b6VCG19R4LZmG6UQRLgg3I4vg7l9b+xhe830HMPl25vWhhs6Ixkuc6lQiAgw6w7nK24ECIedVRadiwkfnaF40LVyJRkp3LMB4T33OwrNf9eRwFr7yvzY4CxvxzxSPdSP5bhURuSzoACchn2B3FZXDov4RLENnXBRCakcy6VL6kEaa8smEkbtDWlNQf1DTHYF41BFcleCJ+/W487j4l4T4m2xVa04DdFc/6VX96QqF/gRk1d/y5MOtj98Wuca0SgGvSauK1JcbbDJsWKj0FtSa0Hztd1Z3lV96zQeguvoSTyuW3YcOwmbIFVBKs5bJv26AMXz6H39j1WdKpxTtKYputwkd5yC0tKdh6GFFcH+TzBqy3VvIKgG+tXy6/cfFMi77uRkWz5WOXdBQTsJV0Zns4ZNzh2OdMCDD+8CbRW4zh0d0JiV5fsYvHiokVtdS+OpMBHixIR7xSa/aR3Syg77jPlES8TzscoPaPQuF3vmF7xDi7h239iYWeu8o1oOl7T5JTYjh4noO5TlTmB1d/vqZQkLV+pZoXjrJ8bDo9FslaiG6o91+dN1ajeOQOD1/LQmw11GroFo5ubQ7Zs/aTO2xIhchUDiugVMvtR5E8wKJSivCYZHzxnWa8/caRNo074A75RUVOxKspcddcongYxJ4FfgLnvg5+LY4N6xnC5neXGXLaqfcoyQZ3/kHH1qX/Ays4k4UkKs+7kK2Bp/K+IPqYTpRnHiW4py/6tDcXCapS7Fkwcl8yvrGwyu684pVRnbrGpi5Lv+OyXkeXRhmaqhBOw5YOlJnCSASKVG7xs5UqSrOqXxZeeT7TGVgzTqFymMVCa4wOtOide+HZrj3bb1zN/drSWtyXyidsnRH5bXi2CJwp6CpaGzxGL1T4CrtcU0WilRrfg/tTNji+SAu3GC1Jq2JSpgJLeESZCVN7bAhWFakFUV3XIqmrCScL+FFyMbnE0yQBszyDk131IhBpOcxereh9Ogy6YgYuVlPIEt5gpyFitZmxcjdhusvfzfqoaN0L9tNdGSJ/TvfAp4mffDhNZ/Va712XfnHUJ4nE8/ThNfJSGseftvSqOUNJ3km6o4u1Km8jigiJUO9AuuZPz+DF1M0pfL4u7+S5tM133eAtKoLs8ewaR1pW97nd+TYebEpYEU6tahUzrHqt07xybtlSrJ/91vFWLHRwly8jay8jsPjUyiU4Qk3G5/MZuV3OjaKhY34jsV6Dz7tCK1Lex0u2+9JhBpPNK+TiqYzoTBBQGObdLM7k84RNVEDPAGrJNHxXCfU+mC2WoKlvsnByu7YP/M8bYA8OfCHwf0ULGuiedGobk0pGlu1kEbLvRG/SmTE/5yfnKE9qbAjaz/NgxPLxPvGi9+/+p9uZO+BGYxvqT6iBXLk1DG82DJ/QU3UKVyce9OMkJyrFsYpZDKNJ8dBdxW+EsKm3zZFwn3D5jegtk+tKjq+9js3ctHbpIgznhAJ/SaE8/JgTau28F3Ik+KBgiHX51e9ArS55fQHsjWlGXpIdNOzUNHeUkZPXuRkA0VLfWl77zbodQRPnUcWKKK5hMbWEL9tqR7vOaH2h/Gla3nJjYeoHjXc/Seyzs997UGaW3TB0eiMS3dcJw5algFKkpSB60X1eCy5DG4uTWkCyz3veHKmCXtumSkSXi9zhnGhRWW61/VWrnjPOTpu/+feHjkR10RSQJLIua5TmVb1E3Vt7ioe2MEEdp3wWprhe6Cx05IrIKlEFYX3SnGEAmJhFDbR7PpvH+SBf3tm5M4H3vRWIVr3gaP6DegAmUAUBU4+Df3/2nvveLuqMv//s9aup99e0guQRKqgAkFRlFBU8GvB0VEBGzqDM1JUBEUQRYopOlZUvmBj/Iqjwvj60QTBYSgiRUAgQEjPzc3tp++21u+PZ+99zrn33OTeVGLW+/UKJKfsss7ea6+nfR4yCPrfkEDPow7Wn242bDfyjkuzlv6BuvlAq9Z6PjSk9VgC0CUSbRV0ZYsYq9hotcqQGYbORBGB4BhN+5BlPe6A3LTHBJfx9SM11HWspmMRugR0TJo/vT1HBySm1Fcn4i2nXAt5stlwX6/+yoV4zaWr4GUkinMEUps49QsZpy4ndYlqR+gZ9+hcuQ+42cb7JkpLiou2GfXDsAfoPuQ+qf5UOnTqWVIhz7dYz+DVpRYmhgSENlHRTDIgtUXAGiV5UGqeyFE6iDzDWkU01igAOPziVUj2SeiOAPMCeIfNAwCIpAnRmgT/y98BxqgBW9ibYXtOPmaa4OkUWCYNuB7uHPpRw/vL+FlglgUjnYL/+oWwRwTMMQ1ui4CwBfScCzFgQ1iUJhRJyEIC6Y2SuiyDnsnHf2AFAoPq4+qJjAaAVJ6iFDwmw+srCkxyBq1KvRyYL5F6ZgsZR3VN68YbSqctmtzIf9VwgKUhKWNBsdtZfMUqVGZ7QFZSc6V6ogd89LASJFWX2eTBzWrwUhzclxhdQukYJU4Fj4GNWspA6Ampz1VlHosL7mRceCeoqE9QOoDU6EEThdsna960J5jUY1gPA/y0gDXMUW2nNI/EJgrLRw5DqnmofcXN0QN18eWrYkWhSBKQ+QH+5/aJqTVGnkMvS9ijMlSkoHGotHM4bQyHfI0ebHIuUOkSZKD5DPYQgFBC0E9QF08eUG5+qav2O9/Z972GAuh6MhsExhbQyTABOK2knlTpZggSoSFpICwy5Q3529EYQdQWKEd8dhWOPm8lnDY6h5aXwoaFJo1TypXQKgGsso8/PvjleDMnvvP62PPHfYm3vvUa9L/BhkggViICaMFR7jFhlEkesB6pUehdcqA0kwzg1EYWNoci/vKzi/G6j65EerMLp82gCNowRY2ELuMmYZJLmKOUZuFmakWjQNgJO0FeQbE9L/wUiKIz3GUwChymQwpUmkMpCF6aUmHcHHVbpcJrWjAn+6LiznBBFmUhyJqHPKrrocZNtbS6qDGd5IgXzQ2j2SzVRVIvEc2VcTOwZgZCw2ai8REIuwNbsYEpdYmWOaN46p1fn/T768+j+2XujddTWlw+rG2ICvLrFtr1xytBTe9KWw1k1wBjh4RpSHXSog2nqtWiE8KUta7Sdd70uQu2wdDoeu60i2BMYrCSRkeiiKe3zIBbNSArGjU+2851UXuPFtmBhpokKqfUP6GBjFZZMxDrD5gBEw27aRoKAHUpXvKlVah2NY5JtUvEEq1OO8lw1p8TRd/IoBIJgYBRrwigyTwe/Sb1hganP5Vumv+LMzn8JJBdy8MUHIlqK4ebI4nb1NYAiQEPxVk1w2/p+5ej3MGh9VLIjbtAZiSopb9FUYTExB/DTwDZ9QLMB8rzshBG2OzSSMB+aDVYMglRqYJpHDIIACknVz/UPwB53GGoZgwYeQ9olvbENfjHHwqhs5pX3w0X80kfyaSDkmeHjegkRIYcJVIDKp0M2ha676KUIS/NccRnV8EeESh3cVR6ZENd0PgUzpPf+HX4aSM897DhnysbDIx6xhtGv37sS8jlplabodg7KGNhL7K7JRynso17xK17NRXpoGtXImiT4GUttryjdAPu1Z6szEfoSQacdgYrr6HaSotVKqikNI1Un6DCXQkYxQDW+mGITBJjSzIYPZjDy1KBrjAlZOTljJ5DMtRsZrV0gOj18Ra95LshJCi335BtqtuodkqYowz2EDWyodUYwocePbm9DODkGDVaY4A9zOALCqUf9rlVqHZIpE/tnbD5aPFSbSeNfidHDcSoCY9Esi8sOk4xWEOU/mSORVroMvQyU26xVpVwc9S4r9LFcOyHVuDRX9Li4Y//86WGf0dEhZ16hR5O3AWKs1ic3+220I+gOdQVWpiNaQvjU0eEAeR7gewrMo5GRIVyzAP0Mm1Pf3FTw/esYQeVHps0wksSTpsBN0ve8PR6ejCmtwTgknJsgdpiQGpAsVdDpYsiPvYgR3YtGRPcm3gRta4uIT8/iWobh+S08PVTEtypFbxH6QBuDrTQ9WpqW8IkBZt643g6zP9WY7dk7oYRBE1ChnnFflLG6XDCoMiR5tDvntpMUYTAJoWjwCbjARK1pmbx71GLgEW/RWScIGAkRCbC/YVzQ9QhHHJi9M0oSpRmMAhdxNudyj1mFMMO4baMaw6YyzCyNYuDb/0a3LxF8qw+g0wEWP+xRk/m+o/Tombed1aABTKek6L5THPCBoV1xyMZMHQEQ8sLdYXDqSbHGXtc6YQiVRVhSsAQSLZU0J4uoyNRBAAMVtIYdpIouSYqroHhUhKeo0OWdTKIAMTtzMcRqz2Fna9l3UI6sBtrlQDUzrOO8XViTAIQLBYfmC5GCajW7WLuT64HZ1p8vft1UVTusrguae7N10FWOXX5DtPPokLuHXpoGfUEiXA6JLIv07VcmAckt3D4UePRskR+roaBoznMMYYT3rcckgEP3Uppjsd8YiWMMo2nl+AkHVof3GgiwJZZT3VNUgekJNlUN2cguXob/AJJLGvtbfAXz4HUGYznNiEYGIDW2Yk7+7/fsC2trQWBkLD7y2BlByKbaHj/9BmfgbbkIFRadAidwbcZ1Vi0CwhbQlZ0FGQSRoVBqwCRDHCQlLAGOdJbBDRXUoM2m64VayySjQWcsLHqQdevhFZlWP2VCzGeesfMPypKDUmx24mMBK2jHbKnE3hlkk6N09zeMn4WtO4uoCULtzeL++67tOnn97ShcOyHVsDNMhRnhRFvj5FmOmge5w6pgkDWiiT1CqNOw5pEtR1wc2EEwaoVtvlJidGDOXr+EiBx7zMQrgcsXoj8okzs8XTrPZUs3H6UVz9ucRU9KPdknuCUIghNYH6oRMLD/PRwAtfLtKA0iqG3WVLONjjl7KY2kYcsWoQntlIBszAlhM5x5L+tguZKJAYF3DRHMkkL9cSAB6kzaB55FYUOGGEHZL1K8nfF2QxmPvSqMlq06mWJljUCgUHh5UoXSAIXQLWV4/CLVsWyrYU5HIu/sgrWMNDx9wpKvRZGDqPFcWIAceMlL9Rmb4ieMEp70YvhtTOO1356JVL9AbBQhznGkN7ixaH/xVesQnKLRGJEAJI6kYp5jYZTtcMOPeJhvnKOwygCz32Djv34f1o+wWPopVjskWSSGuTpW0DHsZ2ffePJ6TgqxgRQ7RCwRii9TEZGdCiN6icBkQgXpWER4PiF8VTVwCJFI81lcaG01KgoOUoZ4AGgFUk8QOi0eDaqYfOwVsohD0xKtRA6o8JmK5TWrEuPigpBI7hfV7Dvk2EhzNp9GS1SpS7BWBQtC+9jneoezCEt7Bre6GUeX1zcLMXPT1JPEKHX0uf0IoPvM/hlDSyUMJVcAgHDvJ9fg0yugmfOvKphOzIRgJW0iduPjIBxv7swJPIHMSQGGMo92H5NRl1KpGQAT3mY0zOMjOmgxSyj7JsweYCk4WLDSCtM3Ucpb0OWdHCHNyhJ1fcNqIf7pC4Up21ZMk7fCZoYM01TJeu357FdluYNLDqWSNlu/Se+QA33uIQMhSdkYmKzPVbRqEeEM3kYJb4W4y/V/VUAeonDTwmYowxP/Iju9UO/sAqQNNdm1/tggYSV5yj6GvwEkJ+rwa+rY41UkPQqLar1skBgh1EOKZHYXMKp6XMATcNdY/8XQC2F5y2nXYfA5AgsDnPMq6XiMAa0t8JpM2lOfN08JF/OxB2fI5Zp74e2cB4kZ/DTJsx8GXf/5YqGz1SOmI1StxE3anSzEkGC6vyYT0Y7PKpB0qrN02PJeUbXilkm6driHHpOBAkJkQogfJo75/74enIOsonOnH9opAR2VR9omt+/5ppr8Nvf/hYvvPACEokEli5diuuuuw6LFi3a7vduvfVWXH755Vi3bh0OPvhgXHfddXj7298+rX0rY2FvEU4G1Zlp8K4lODVzLkSpNK2F/ATtZa7BOXQ2/vTH7asp7GkGXgdIFi4WQk9+tDjioU6+DFMXIu9o/QJQmGGaQfT85eSdkQbgmwJ9x+mYM7YY99ZJzr3pzG+i0lXLBY+Iex9M07vf0G12Z1SNgOY5vdOADJ3Qw56tefG5G3qcQQ9zAVq02SMBWl72wD2BwNJQmmGg2srjxZGfDOVpt1APBr0qYVRkLG3HQsUKJgA3w+Hb5PXjgYReEbAHOTQXcDPhYk4A1ljoRZMU2TBH6dikLuG0kyfwkK+vBCRD0FbLX9hyQoI8/4w8sE4LFTg7bQzpDQx+mlKquMfh2zI2MqOeDAtWrGzwZI4ulsgfpNGDfYRh8Agjfi+Scz30klWQnB5imtPofRtboFOBNSPv9RO/bFwAaWEURTLKSy7O4vCyEvYAkNkoyKBiteuGCTKwJK95ICOkXotc6WVqmhb1CyD1G4BxWpxTgydqBRIX7GrT6+ILUDQhljz1QNGnAWqEFTW8AmPwNQkkAXOEdmDmKSVDGFTPoVdqhoufpEhP/SJXr4THHxo2UTFtY/1FLY0oMnz8pKzJCNfLg2q0YETAYA/UiuqB5kZJtP3Gf9OxOG01eU3IsEOwJpFeHwoltFMPGBlQfUOlauDYu76IR0+9Nt7U+k98AfO+t7yW6sImLqjH15r4CQmThdLHnTueh4JsAD3loastj4zpoOSZaDHLcIWO5/p70J0roFoxUSolwSoa+DScHX4ilMWUdVEFXVIqUsAgEiKe66KGd5PNY1qVNRQmT5cjP7MKThvgNRmTtf9+MTXXE2Q4s2Lj0mT+t1dgoghsSHh9goFkjAWLU+jA0dA1Pr1eYuxghkpXbRCrnRJtz1IqYf/ryUCg2iAB7jM4DA1zD/dIujmwGBKDAQI7vM+khFEIIA0OPqsX+cM7Jhzq/XfWDKBTX/sVsI4OiNGx8Dwk9FIAL6NBWAzuzBaYm0cbvs90mueMzcMAgDvWrozfO/gbKxEkJIJ/AuAFMEY1IIpmRM6YMDJtDnNyAIU1RLAoDcweoq7SkjP4CSp8L8zhoeQqzcUiGcAY1ONoPQuzCLhLzVi5Qw6F7CtoKryh2HkeeOABnH/++Xj9618P3/dx2WWX4ZRTTsFzzz2HVCrV9DsPPfQQPvjBD+Kaa67BO9/5Ttxyyy34P//n/+CJJ57AYYcdNuV9K2NhDxNHFRbOg9eZRpDgCBKAeOMSJB5+ccrfByZ2bdayadyzDw2Fed9bDl7lDYV50pAUVZAMwhZAZRqrnLpnQb03NbCB/jckGz6aemEAUuuEPahh7CBWk2PcxQU7gJ0zFHYRqVEBmOaQHCZ1a6Z0h2qnDDta0sPcHmJIb6JFe36uBS/FkBgWMMoSlQ7qlBqEC39hUDoPk/SQ8C3yKmpVUgORnHLsrVEBFlBKUrSwNYsSXpIWg1qVtlFpJ2PEykt4GRonc4w8WFpAHXw1F3FX2MCQ8NMIPcCkl26OkmpG9JpRCousqwxeOlQM8sjzbI4yGHmSSa1Hr9DntSrQ+pIPu9+ZMKYsqOn8e3WqdK/76Ep4MxjcDGtQOanHHnRRmmmj2MtR7pXQHCD3ImDla11WA5vBKAlYwx78pIbAJo9hxMFXr6QxDwsw4zxx1C0wDXrIRlccKbMgVqURO/D0TgYPJWa1CoOXozQ+vY9SyvwEQ7WLjkUvA+CAkZeQOgPzZZxqZObpNzLK9LtLnYzP2HiRtJBvMGTGFS3HHZzDCIRWpXtVjju3SDKUBQzSY9CLGuwhiaEjEBctSy7jguraDsalyYAWwxPuYQb4WQFeIenMKHondQnucMiAwRMW+t2Jj8QZBw+gbyAHDFKnbmlSStOkcw2j3PjsGsBtYbWIShOlIWEJQACzOkeQM6vQeQDb9tBXzmFrPgPGJDb0t0GOmVOvsQrTI+Lag7BIe0LzSN44TlKnSJKfrEstk9OvS2jGkZ9ZhfxB25fMXf/JL8SKVAAa/r4jrKEwMp2kZm0ydJgYY3Q/gQFGniItya0MxTkSC1auoEJpkMfcaZE1UYFwu5GaUj1GwUfQYcBLMdjDCMebfltraxHVmRlUZiRQbeF4y2nXNRgI9dz1ZGMUa9nSr8F+qR/+UTOo1sDkuHP1dQ2fkZ4LbBsC2logk42ynX6K7kU94QMJwJMmzCENgS7J6SJABfo+pbdKg+Rq6XfnMPJUWzHco8EoUgSICTKyhU4RaT8lwXyqJWOizrEWOk5kGL0Cp2cPFT6zpkp1+zu7Mw0pn883vG5ZFizLmvD5O++8s+HfN998M7q6uvD444/jxBNPbLqPb3/72zjttNPw+c9TXcnXvvY13HPPPfjud7+LH/5wx81II5SxsBfQurtQPqQDIiwklYwBjGFHLS6Wae+P/z4+AhHVIuxNjv3QCgwcAwQtPphD6hvCppqBaNJgbu1pwKdjKGwH7gHmWONY3fni9Tjl2KvAggT4CxxDR4Y53bIWkq/XDecuq6VOvBoJvTxSiyZoCU8AVasWpREmpW9UO2lhbw9KlHsYvJxEtZOHOdS1FJHSLACCFtalXkZKNaD0JTANklPUgAUUwYgMBckBJ0OqIEwC9iDVNHhp8vrxAPASDIltAqVeDs0HklvDB1WZHs6RehMTQKKfwShKFOaSdGGlk/pq+EmKmnhp2k+UOx3Y4SI1TznnkVrWwm+ujFMgXrr0Ihz1rythlABzzAeTEqct/iIGj++K1Usi+dODv7ESYkEFC1augJHnqB4XgFc4kltrF8OSL62CmQfSfQHlqLeZqLbSeLX9HTDKVMjIpATzAaPoI/u3YUiNI2hNwSq7CBIGZGdtgo+6VdcXwQKAORo+bMN0EKeVGlDpFQZzLPTqRVKjUT62xHYXWuMh2UeKImllhmQ/padl10sENoM1xGCEDeAkp0ZVZoGOUK/KOHIidAYvxcK6DRanTUW9MKRW1xsgWqDWH0eVlMxYEHbdNWi7kfxudE713nnmcST6SXa2vts686Nmb+MW3Sw0JOJICpvwHn0REGEDQObTXCWNMOWpqwzP1SEKBub+6JtxoTMAPHTKdTj89q+gkDeBqMaEscb6qHGQVCpH+9MCA8c0T0+UhgQSAVK5KjKmgzHXhqX5GK4kMVZMwKsYQFGneTW6DqZIVDQPTFIQzhqNLuaTwlpiQJL6XJg2ujsMheM+uALOIc0n3p1pstlAuGCLJH3NsbCZoUfXdbWTogPcpTovYVLUljpWM1jDVHuV2upjdLE+YbuRhHHEsuOugmi3oTkSRgkod+nIra1CaBx60UV+SQvKHRypfoH0Vh/mQAWnps+BdN0dqhzd89DlAEh8ATqLC4PjfYfP+6BYgp5Kgjm1jofzfn4NGExyvvw9SdHlpITbGdB9Iek3lgwQqQBahYcF+wBEOOeGql/CopofL0PGo5sNe0iYrCGVVxiopRsHJK8cmPR6eqNEYiig59m4dc4p5gfhv+kIeGkdqYdehiyV4Zx4GLSy35A98Konmpd3dRsAZs+e3fDyFVdcgSuvvHKHXx8bo6hUW1vbpJ95+OGHcdFFjRGeU089Fb///e+ndajKWNhFou6uk00AzDDhLpkVGwoA6Q4nXhnGnWE+42ToM2fA37R50vfvEbdimf4B4HWvwbbXZ8ACieSgaGgOFbH0/cuR3FIFGEO1w0SirwJ9sAB/3Ubc4/9qh+e56Kur4B3NEKQDsKoWP5Ajb9duUxaKbr66zQW2xOhihkVXrsLqK2ue4Lsf/QpOa/sE0m2tcLO9GDu4tlhhArE6Ury9SRZd0pBxXvXuhgV1Hr4dfriWysEEeXchannHLKCGXJIB5V6BSg+lf2lVFqZ1IG5GBNCCMWqudvjFq+ClgcQ2Cb1Ki30vTTUIZkmi2sqQGBTQHYmxeTrVRTDA3kbve0la8FdbOXwdSAxQKg4VepLXySzSMfjJMO1Bo2MILMAeogeTn6QiWaFTDwk3Re87oQdWKzNIwaCX6JwCG7AHAXCq26jnqe9fhBPPuB7Gw89BuB4CKdBuGxhPx9MS/osJCI3Ul1JPaHDDqMgRF6yCNSLRWhZ1Tb3oYun4WwnVThtCr6UZAJRypBddiGwSblsC3BPQCw6cDhNMShz9qZUYXSwhw+ZlLCDPW6QOZBRo4cLrGxVJ8rQX5gF6FYCMFughTYp/J2P+t1eA2/QbRN7sagfAfGBsQSQfCSQGBYwSKUI5rVQIyQIgaK3dC3qVRAhKs2gBHPV+iOpKpEae3EjJZvzCNDIAo4VrdH+Oryeqvz/0MkPulSD2RkYN+bhXM0IbkNHiuJYWFqcLSYC3OwgqOqW4eLRIrP+uNCTcvhR52sP35v7keqz/RE255Zkzr8L8W74BUdUAlzcYJ/GmIg37MLJR6RZ47pqL499kAgJIZqtoSVaQd2w4gYYNW9sgXC2WQq0/zinDJhonzWq4AFoIM0FSxkCohOMCL31296SPnPDe5SgcrMFpnTyq0FQeeYrwUEY6+t3dTM2QlDoZEBI0F/m6hJ8K0/w8usa9NAAweGneMGZR6pZRYjT/hPhpk9I+wxoFzZUYOcSGWZDQM9T88aFf16L9p7Wfh6BSAdOm3jdgvOxqw/kmkxDlMqTn4c5tNa+w9YoNqVE0C5CodIWOoVEN4EDQ5UJUNEpDAhAkBLjL4zQkoUtonIEHDLyM0DFSSxeMao7qFepk3f1i5DkCg3ogmcM8TKGkiHF9VOH0+ReB57Lw0jrMvIdgZAz63Fnwkxz2pjKW8bPAj1iM0oK6UPABwMaNGxuasjWLKoxHCIELLrgAJ5xwwnbTibZu3Yru7u6G17q7u7F169ZpHaMyFqbAaYd9KdaQH4/zxtcg8cympu8BgAwCWC/3wztqJoyiD3PTCLBtCHeO3jjpd5bxs6DPnAHpemC6HnskmsETNoozk6h0SySPGkZ+Em3FocM0CD1BEnFtHHrFglZyd2goHPKbq+AULaCX08M0VJ8QlgAMCVbhseei4bh20Il0MvQKa9TXRk0xxm2d+LC7c/gnOK3zU8hs7ISXMlCaJWiREOWshkRNv5qxR9OOZJ1LcLwhFEVBwtQNFrA45SIKDwsjLAgELcy4T30mhEGefO4yaC55f8Z3Dq1XOfHSJAmoV+mQrLwAkxxGib5n5klClUlSA4ma5EW5v8KgRb5ZkCSVOiOsjfDIUCj3hE3kNjMk+iXMokR+HofbIqBVKeWHe6RwpbkSqf6w4E5SkZw0whxqE6HBEXZRDaMq1hA98A+/cBWeWVUzGL0kRzKVBKrDkxrsuSe3obKwHYHN0Pb3CvTNQ4BlonBEV91ive43YrXfSC8F8JNUGwEGsEDigTsorWCZ/gHoALRcFs5rF1D/BUHRGh4aRNE2jTwDsmQwOa0IJWhpPCIjMcqx9pMybopWkyWdpiUrKeXLy0lYg5RuFDW/s0bISPRSlLdslAU8l6M0k1SoEttqhqfTQtK43KFCdBl69ZN9HBCA00bGPPVmYJNHQOrvg2Zv6xIyEQAcSK83GxYYay+4GPO/tWJCoXtk5MeLFk7e0ej8Y0/qoAVYgqI8HICP2LCIehPI6L06Y+OoP3y5QWZVVDXA42AeBzSaY2LCa0YkAyCgqIXI1D5QvwiWOh0nCxjKeRstqQqGSkkEAYeo6OBljVI4BZt0zmociHEKUZHxFBmXrIlxFp2TES4GGdV47I5IQsRbTrkWos0A8+uOr4kzaML1Mo0omjAknLZah2xpIG5yyLyaJKyoW6sbBRJucFokEv2APULXe0MabBgp8zJAUJcBGyR47DyABDRHwh7yYW2rgG/aBjEy0nB8Uf+DU6wPgds27ir/PH5vfGbAlOoXhYDW3tZgKETH2/Z3ighWW6gTPPfpnhMmoG+lqIPb48UdvqUWRvyiSAwLjQMPcLNRpL7W2VtykiPXSzT3a9WwO7lPzwBScKM53BqTE9IDAUD0D4AtmEPz04t9CDhDZWEHuCchN/aB6TqcnjTMscnXPK8WdmcaUjabnXYH5/PPPx/PPvssHnzwwV07iCmijIVJOPGd18cWfmQoHHTtSrz8xSYeF9No2nI9ek0MDiH9FHDHhm9Nad/6vDlAIICuNsiFveBPv0wpSVJOmFDuKtyMo89bCXeOizd09kFIjvc99Gk8sWE2grwZh9M7j+/D4GEpOBUDMm+iONtAx99atnscc2+8HtAssIIe5ydGXjOW9WFYPjw3QQvzcUXBU1EFokZsjc2o4oI81FKG6t+f/60VE7qF3jlwA95y2nXIrg8gDK1BIi/eV7go3x01DdOh3husl0gBKsohZgIwxhicNsq20EtU4BzYNAa8Qnr3eoke5n6CGqBJRtJ/zKPUlXhfYXMt7lDKh1ZlOOKCVfBSgOYDWkVCcymKENgcZp48P75FXUshgXI3R2Ah7NZLBa5OjsHKS4zN5yRx6pDxYA9I6I6ENSYwulCH5rJakbRHUQw/SQYIdQYN+wsYlNoSGPRgCSzAHKGoA+XVIq6DYR4ZD8IEKl2Us37Y51bFKUYP/7/Jc2FPOeZKlOalgcM6AVBEj//9FchkEt78LggtbAYoSDbW3loC3zoE0dOO0rw0nHYLyXV52EOjEKNjDQ96GnABff5cBO2ZBpGBhddT51O9TLKgehXQS9SwrNoRpsHIWq2CVgkboUlqBhUpYY3vJTJV9HKYDhCKBkQpA8k+SjtKhL+bCI0RP6xd0RwyCMFI+Sk5IFDRWLxQ8FP0njnGUW2TSG2hIt6omN5tkbXFNmoRLhbQdesnmkcGJAdYq4v2lhIef3tzp4xeaZT4BEJjQJO1LtLh4ieO5kkAhqToW8ZDMBpWWWt0XU1A1CITrKRhdDjd8PaMWcNwfR0j+SSEq0EWdEiTErWZQ9GG+mjEeNZ+9mKaUwMGlvQgyjoyrWXkrCoYgK3DWXLGyMlTOLXQmTKh9mH8fDuFVcwupf/sgJOWXYtyj4FyN9X88ADQiyQBzD3A6RANjd7qowuTRUGaEhnanO4fvcDCNDd6LwiLm5kIHUaS5lGhU92K5gKP/OfE6I9WZTAKNP/Wd/HWywHcnA4mKeJqjXgwXxkAfB/+wACA5rLmdzu/3OGpNFtDRJyS+DC0lhwwoxtOb6bhvcWXr0JqGDCLJM+aGJYwSxzJbYijhaWZDE6bhD5ggHskMMJ8BnsbR7VLUP2QjfAZSUZApIjE/VpKozkWqbiFjhxJ843QKRKe3FprqBmYrGF+PvGM62EcuwRuxoA56sLf2g+tpQWBrSG5sQBZqQCvXYLA4kg817fD8drn7AM1pIjPfOYz+MMf/oA///nPmDVr1nY/29PTg/7+/obX+vv70dPTM619KmOhCW98zzcBc+KqMjIU3vjub+LB39Ei3ByoIOjIAhs1QARNJwqWy07ZUFimvR9aVyeqR86BvbmASo8NI7UEeskD++tzTb/jZhnmzqRYaTXQISTDmxasAQCcdN/FWP+3GZh7ZADb9NCRKUF0MvTlchipJHDC+5Yj+9A63LHluw3bnPvj68kbGLDacyegxY1MCKCiwS3rpOONJt75KSzKJQOpcdSH2zkQ2GGlFJsY6o9ybed/ewWYqBkNXkqDl+TIbBAA4yj31lR7AEyewrF9h+duJVqQR3nUklMDIsqnphxRrUqf9dJkmOklOv/ICy3CmgatSgvCSOs90j6XmoSU9Jtxnzy/8f4tBjdNC3kvQwv2xCD1B5A6FTrbQ1QHERUeR8Wp+bkcwgQS/ZSr62YpXYEFgJPjSG8O4qZuwmFwWuhcU5vJa1sJmzBZwwxOK6X6BDalwkByuNlQ6cao/R4sYOChd89PksyoMcppUbodTp9zAaqH9GDs6CzKM6ioN9lPeWnlkw6Fk+MozOGwhyXa/l6BsZpS/ZhpIJjZgWpPElpFIPncVtyxftWk+9GWHIzS/BySqwcbXheWpHB+qVYkrFeiBXvYRVcjz73mAk6bRKKfw08g7jPBZFRgWIs2TRU/IeM860Q/Q6VbIvcSYI8I+DYpOyUGat517kkECbr+9H6SSmUCqLRxaA7VUJRnkMcRPkP2FYH8fA6nlRb/1jD9xpGaFxCmtYRFnwg9lpM5EJgARFlHNVV7HB1+4SowCTz9LTIKA5PmivpFtMj4YEW9FlWQFPFsWGhLgLsccpsNJMIwWbjIGX8MkCyOiEpNQlYaXaMPn1IrNn3dHZdhSE+DMyCZqqJctvDKB3acb22kXfieRo4WQfOpJzRkrSo2l9rBeGj0iHHR2ugeb2ZDjJ9rGZp6deO3AzSmYu1m3nbi1XA7LbgZhvJMup4Tm3kcVbTGBPK+Bj9Jc5Hm0P9f97GVNL8tpAjXdA3lagc9NxIDoWFqUeEuC2pdniUDGJdxA8hyd/Nx0IsUHUxuZbVIAkBNHF0SaBA6gzFQAqSELJVr3503B6fPvwhicBh3FW5uuv3t1RtOeI8xMNOEf+h8VDvNideuJOMoMBkCky4QoyIgGUkeV1vClKlIVjyoOSUq3VTTIfUoclo7VzPPayIEkgyIwJIw8iSaEYROj8AKIxJhk0F7SCKwGMxi44Em/7oesqcdfkKPaxNO6z0/bhx6avocVDpt/M9tn0c+n0cu9+1Jx+hARUqJf/u3f8Pvfvc73H///Zg/f/4Ov3P88cfj3nvvxQUXXBC/ds899+D444+f1r6VsVDHG9/zTUhGE/iDv53Y+TYiMhQAYGxJBuVujo6Wo2D/fVPDovsecStOzX0M3iEzp3wM9wS/xmmdn4Kf4Kj2pmHkyZMhNQYrkcCpyY9M8HAWj6zisCRV0yd1F0XPQsk3YWseuhMFDC4cQ0L3UNAsjFVs9GbzeP389fgrm4t8NYFK6wIsff/yuNbh8AtXgR3EIdM+UNEoauDS4j3RW0S5P7XLi2xp0OIPloB0OXg1fApKkKdOADR7Ne6n/kEqNWDuDd8Er3KwNzIIgzo2QwhIQ8QyfAAmGh3R9vQ9V68wYV/hoo/7tWhK3F3aoI7VwkTcjdoaonAyCyhvX5j0oPKy4XlFi+cceel4AGgOJzUQTg9be4DBbaH3uE+qRV4KMAtAYlCi1EvevmS/gJuhSEJyK+C00qIxsMKuvh49kJw2FndwBqiOwKjQg9NLU8FudF6RXF9ppoylNd0sqTVxXyIxBBTmaHDaZGPRKqNz1qrUG0AI6kzttMrQI0ZKQy99qRble+N7vkljzBnK75iD/ILI2yrhtAKlGQxGkcNPU11Edp1EYtCHMVKBt3gW3JxBaT8AtIpA4i9r4I9LKajn5DddjeohLQCAwuFdeO2/rERpBin9RPnzkgPWKKUGgIWdcg2g2sbDnHrAtUmVyGkNow0+/bbCpIf6dA0FgK51e5CF1xyNg5fiSG0VkBqHXqopnXCPCsy9FOIIltNGdRWVblLe8lIIi+ARFzoKg+4drUrnahTD7rigPG+h0z6ERSk3UW58nO/MatcJEwwoavD6WrD0l8sxvFiDaCdDOapXiJ5UVP9DToQ4nYLX3d/hIjhuRhYthCTAPN4YjZDj0nwk6u5LBlZlmPedFVj3bxM98H89/RvT/l0AoKu1AMen4060FDAvOwQhOQYqaWhJH4FvgEkGyeSEOjBKTcRERagdIXdPofJUOPmNX8fgUSk4rZS2xsOUSSaA5EAAvSJhjnkwSnocuT/+AyuQn8eR7yCnSHodx9PfJiNxyvUL4VyjOTQ30fxBTR7j8Yqyh8L/cwexcTsep50ujEjBK0Kr+jCHXDjdKWiOAIZGAYNc6drBCyAtE17GAq/64MVSXNO4S0gJnknDs8gCrF9/LPnSKng5Wpx7GQ2BBaQ3kaHAJNVEWXkBq0CiFdWOMOUO4TOEMXhZOlehU+G3XiJ5ZxHOPYFFKY3CoBQua1TCaSX57kgpL1Ki0isM6S0BAovDTdcs29MXXIygfxu0thwS60drp1YsxX+/q/jTXRunvcy+aMp2/vnn45ZbbsFtt92GTCYT1x3kcjkkEiQPfvbZZ2PmzJm45pprAACf/exn8eY3vxkrVqzAO97xDvzqV7/CX//6V/zoRz+a1r6VsRBywnuXA1GHVjb1mfjRX1yMJV9ahb6lFvjrF0543zn2EAirmTtocu4cuAGnL/wcRDYJYenwshrcjIbgzUsmKAsAQFdnHv2VDFqtMmzNR9pwUA0M+GGiph9wJHUXM9J5PL+1G2OOjdFqAp1teeTf6CI/nETm+VphaLVLQi9wJF+yUJ5RW8ixgKHcn6IH6TQW2LHUYN3fqWMtRS6iXF9eJoUe1uYAQxY9vO1GT6FMBkCFtPMRamsD4xYMDOCTNO6J0qWkLiFTYcOBgg5oCBcUe87jFoVz6xeAWpXBLJBChz1AKUn177s5WiizgMEohDUMRlhDEKYgsSBcpAsAjNJdvIxAoJN0o5+i0DL1MSCvkpsFhEbf9zJAweKUx5tjKMynxZ/MAEKj7VFXX/oe8ynyEVgADxjSGygKQR2hKbXINciDbg3LuDBVcyiFwmWUPqU5tagBi7y9rPZ/YdIDTIR9CoBQMcrChGvvwd9+Hie8dzlK3Rz5BbVIkrAFYAjwISPsGs2Q3EY5zIXZOooz2uBmGXUtdST0coDEX9Yg2I6hcOIZ10N0mvF+AWDByhXhAjQy2qjmQ/OoS3YcUWJhsXoY9fJTgnoccEqZAGopajLKweeRd69RmWXyC02i0k3GndSBxFZKOXNatLC5HmD3S/gJBjdLKklGCah2yFCRKSxEr5KH1k/KWl2NBMYWMTCPmp5FRqTmSgSjVNTrhZ+TBv2u9hBD62rK36+EhpLTRkaInwojKQJoXS0gNEbqW1VgdNHECSaKoEVIXUJaAjJgYC7VEkgN0PNUU+FlRS1S5dXul6ZzV7SgrItIMgHM/48VEDkPVsrFi+/7yg6Hf97ProUMGPSEDwk0RBweOuU6nPk/n4EAQ1InNRtfchhagGSqikLBaD4HhdEZvcLAeE3paPxnpBamicrGVM29xdhBSerlEUbRktuosFloMiyWZxg6zEapzn82vIRqm6J7pNw77tyif27n0o9kQSUnQzu1CZAaAws4vBwpXo0nSEgETOLYD63A8GsYUJ91Vue4qI+I6WNVwHFhDmtw22xUXjuXFvN+D/ykRtdeMYBVciDm9YI9v3Yao7cdpISf1Kguqg63tdZZ2W1hSG+QkBpdxHE9lqAUTM2R4AE9YwMTqHbUZHK1Mj2HNYeeF3qZ7hHNqdVeGQV6zjAfMEclhEm1bk5rlF5Lz4mxeTqJXtTZSP6GzQDXEOQSseoTgEkjL/sFdfPELm1jGvzgBz8AALzlLW9peP2mm27CueeeCwDYsGEDOK+tf5YuXYpbbrkFX/7yl3HZZZfh4IMPxu9///tp9VgADnBj4YT3Lm/6+nQ1gZ+/+kLM+/5ypNZpWPTVVbECDQD4aQ2+PX29zmDLVmALoPd248FHag+o15+7csJnGZPoz2eQ66ig7BvgTIKHJqsvOZKWB50J2GYFx85Zh1G3VrGVNl0UEg6GM0nM/fH1SHWW4XYlwcoazDHyMI4cVu+N4RAJAZkMyLM3hYs9llOtm4CBMP0g68OwfWi6gOMkSZ+5ZMTro/G5u6waSrZaJB/KK41PEBlpSntNFgR1xgDzyZtJLvnQ8+g3GjQN35+uDRE9uOu8g+PTMMhLG+p7G+TRZQEARjUHMknSdfYQvV9tD72mPqWvRIWZ3KewudTIMxdY5N1moYcagn5HP0mLdXsbi5u8pbbQYtzNkVQlNQGj73c/5tGCehZi1Qw/FYXwaUHAy6SYIwyEEpvkTXeztA+jCEqdCFM89ApgFKgAutTNYQ2Fknw6PYQQ5ZqjttiVvJbrXq9uNV528X//63NYetZyVNs0VHsEkPGhDRlI9OlUzxJGPyqdVOBLze5IrlRzaPuJTYUGQ2F8WuFbTrsOIsljz11ELT+f0hdSmySsPKlHAUBgUEpAYLOw+BKwRgHuc2gVeugzEfUaAIwCpx4GWuNlOJVcbr1IXWqDJEUtNIfGsNzFoVcktCp5eo0SyeFqLhl1QqeIgDVCxkZkoGluGEkKbwmhk9IT9xlMN1RaErQfo8BjTyXzGdIbyWiyB10Yw2WU39gWK+6kNlOXcS9Lxgn3qSGUWaReEIltZF05bdRpmLk1pSGgzsGgMcAWkJaIu/y6WRFfS3HHYrtmdE0g/BzVjox7iwGsoMPxOOb++HrknjXgvjkP3+fwhm0gSuEwA2DUBBMG+TLCyMe87y3HuvNrzxQBhrTuQOcBfnFsTehi3s+vqUVYo8/atIiOnB/jxR+ancPeiiI047GbKdp3/D8tJwnecoDhxRZKM2XNaSZonj746pXo/msAdli4DAnPq76uZe1nL8bBV6+c0Gl6PDIMQoMB9mAkB0zqPA0pWbLxS1oF1KlYMOil0AFT57B44aoL63cDNjQKf04XtKIDO18BNA5pGfBabGiOqMnpCoBXfchIBYkx8GQSLJkEy6QgS2XIYilWSZJBAFGqedmZZUE6td4xzDShVQPcf3djX6XAFjDyHHqJiraNMtWk6VUSlIgU1Yy8Dy+tg/vUjbncS13dA1uGKbGh7Kxdu0/sQYbEgIBRkeBhk0qhM3CfxDC8JAf3JaptJLph5uleL84C0huB5IDAki+twtzbhwARUM3FWCU+9tN6z8edfd+L/90shVvRyI7k9gHg/vvvn/DaWWedhbPO2jWp/WkZCz/4wQ/wgx/8AOvWrQMAHHroofjKV76C008/HQBZOw888EDDdz71qU9tt/FDsVjEF7/4Rfz+97/H0NAQ5s+fj3//93/Hpz/96fgza9aswec+9zk8+OCDcBwHp512Gr7zne9MkIOaKpGREIXpov/vCuv+tfYweM1lq6CXKd92e+lM2yOaKMS2xnxoL0n9DqrtHGOvc7Bw9jYszBVQTpGRYPIAeiQhA+CloU6UHQMCDNXAgK15sUfL5D5KXgsOad2GwUQaG60WJEwPZcOG3uVidEkS6fWoedmirsxVDlR504du5NGN03uAWr8DBuhZF37epMU4B1hJh1/S4SUCStOwZPzA5G4tdSFOWzLC5lEeLfKjQsbIW8hdNqFouuH4xhViR7nK9efCq2EoNi3DvgGT36C0uK8trADKrY6VoyaBuywsSKZjSAxQWNhPkhfOHmLw0hTi1RyKo2thJ2etAmTWAeXo8meUK57cQipGsoXGRK/QA6TSJVHtpBSRqNOpNULjWO2gCd4oSJL0TDP44aK/3KnDzTIkBhCGucOFuyXDhmgMerX2ANErJKXKQrlX7tF7ehEwvdCjPShhjwi4aY7sxgBOlqM0O/xs2CU6MnKCJMiLHHUHHz/2PmsojASoe/Kiq1YBgsHYbKLjbxLcCwAGFGdRXYA9KJEcEGBSIjEcGo/hHCCS5qS/GQD44wyFRVeuqtUZhGlD3KH9GCUJo0SGiNBpEVLMkfGnuRQh0stkaOglDj9N8q16JSwwDBctejnM3x53nU2GlxXxvRP1vUgMSbDR8FoK78VKB0diUFA0yKDj0ByEBkXN28vCGph4kRoemDAlqp21VCfmN953UpMozQLKvUC5J4HsOhNaFWj/ewBrxMN9910af/aN7/4m0i8MA7oGaWgoz0rDyXEEJoNRoiJsN0eRtmg+4WVaaHGHAw5v7NoeGuvRPBSEDd8gAK3Cm84PlOIYfs+geUjqEtaAhsx6CasAuCmO9ke2YpPZg6BNgifqrk2pxel29YxPJ/rDm76DN9/7OfSGqaPx/iv6xPIDl9ckfS0JuJM/p/ZkwfJUOOXYq3D3o+TYGj2YUmIk12CU6gw1gJSkJDk2yh1anGpZ3wiunslShephkv7DfIqc+knq6aKXWdwtPRpca5jSESWn6Fm5m6HrCR/WkAut5CFIm+COjyA5UYbZW9gLXvaAgREw04B0HMh5vZSetKkAWCbKc7Ioz8/C7q9Am9UDvdwCZ34nRCAhTI7A5NBcAWvjKETGjjMatHV9gJSArkOO5WkYQiPDXdgDHjQOzMLlK5EY0eCnJZL9VAvCBJDql7GxEzVFdNrpXPQqzUXWMDl1RpNhuJPT7yFM6ubOw7RD32ZIDAVIPrMZ0vUQzO+hdMmSEwu/HPa5VUhvZGh73mkQejjyM6sQ2EC1N43EUDeC3g7c/fiV8fv7u6GwL9KQ9iXTMhZmzZqFa6+9FgcffDCklPjpT3+Kd73rXXjyySdx6KGHAgA++clP4qqrroq/k0wmJ9scAOCiiy7Cfffdh1/84heYN28e7r77bvzrv/4rZsyYgTPPPBOlUgmnnHIKjjzySNx3330AgMsvvxxnnHEGHnnkkYZwy3SRO5F2NBVKixysP2fXOis3u3Hmf2sFOs8cxGgpAc/V0ZIpwws0jLqUq9ZiVsDDJ4sWXoUaF0jZLhKah4FqGkXPgpAMWbOK/nIWCd2DLzQkdRddmSJGKzZa2opIWy4GjQAj2SR4lYM7jdJ89cZABKmSsFqnyDqFkugBHwxagFEzKCK5w0SuikqQACIpQ0OCOeGivY0S4ZnPkWgrobI1TZ+JdM2jqEckKTqZEhNrTDOKm7fpErwaGTaI863BsEOPljDoQSfSAYy0C8P0YZseejMFrB1qQ6UvTY2sxhkO0WJFWJRDz0LFn9QW8iwzKZHeTP0N/ASDNUYFuuYY1RN4KZLD1KvkIY8etGYBAKNGWMKQKPegJmErAWuEh0XPYbMsiXhBVukKjZfwQVGaQYXO5R5SxPDCsWDhgygKM1fbGETYsEcYpILEAgmjxFCeGXnKKb3FKFP6C/clnAwH9yT0YlhnERpy9WovmgsEkxVrMjr+BStX4JWLagul1V+5EAuXr4yvCy/JoDsSRl7CzTHYI3SPjL/vzbwPbeM2+ACYYULr6gAMvaELa3r1CKozs7A3joGNFZB5BFj30YWodgoYRdLwz64TpDKVCPsWGAxGRQJChoXNlIKT7hPwklQIaBYkCrM5nHYaL6EhzrUXmN5DJeoSDYawGJ2iPpEhx4QEGHkNwQB7OCxkD+jaKsyhYtTIORCMW4QDlK4gw9S9IOxQjLAYPjYaohQOg1JL3Bw1W2OCI/PsaMMxp+57HkGpHEs5n7TsWgiTGgU6OVLhqvfyLli5gu49SYXOqK97ig41YLWUI8Fij2+UtlF/PtH9YY5Qc0Opy7grcMvLAsltLtysDr0qMPyGLnQ9XsXoQgujSyiaEn1nsgjk+CjYuvWdGGhL43V3XIaqp6M4mgQLJkZqY0PBJCOJhXVcwhTgDhkSRp43RLP3FeUZCZzw3uUQBoN7DKUa8iqlquklknhmYZf3xDaG0iyB0iyGjmcCBJYGPxM+s6oMh1+0Cs+spHNa87mLMP9bKyiNcXxDvjpIDAAozgmjywKwhijKENhhw0tJ0c7Aphx7qh8Dyl0afNuG5lrgvoTUaHH9xvd8E9wlzzsTEpqtQd+Wh5jTRc6dHFkyzBfQCiVgZAxaTxq+pqHSm4CRMeEnWiEM8vSbYzUZLmkbqHYnoZcDmP0FeItnQ6t4cDoSSL44AGwbhCiVwFtJMUiYjdc3qeKRQEi1g6HarkEvA9Yo9cCpdHAwH0gM10uUAWZBwCzQHG/kNcgcjalRDGuNEhKeTumDPAjV6+Z0wtg4CDz2LKAbuLNO3Wn2bzcBfgAYjcvJv333Qhz74RXwMjr84+Zu13GqdXft4Op6FSJoTt/lbewnTMtYOOOMMxr+ffXVV+MHP/gBHnnkkdhYSCaT05Jkeuihh3DOOefEOVjnnXcebrjhBvzlL3/BmWeeif/93//FunXr8OSTT8Y6tD/96U/R2tqK++67DyeffHLT7TqOA6cujBe10z79o9Mr6tgZdsZQ2J5sWoRICiQMD0GCY9HMjQCAomdh1EmgJ5VHNdBRcG1UfAOz0qPQeYB5uWGUfROBZGizShisptFhl1D2KdqQNhz0VzJIGS4CwdGbKWBLnoyIxV39eEnrhOdp8LakAEmLPj8lgTpDIdZhrlt01z/kWMDAHV7zimph8bEhwHQBjBmoDCUoxSj0hEhdwu9x4fnk+eBF0h4vDyepoU6889pCqmmn0u0hw+Y8Xq0ba+xdrFNPivXcQwNJahKsxYVh+VPKYa4nLtgLFyfMJy9yJezUzF3qpGsNk/dd6IA9KmGUqVDPS/JQz5q8Z16GIdlHi5/AIulSP0mpRUyOGxNGWuqxtCTo/CvdAlFw2CiGyjMmRSLi7zMZq6jwcnjMnQA4NeRiAXkAqVsujx86IjTo/C6BajuDmwsNnhaETX9Cr7Sk8Wg4XokGRZQ4Lzm63qI6E5Bc6Zov1Aqe13yO/r748lVoWSPAPYmWNQ6Mikl5t2En5qio2d7mQPvby/DDVADe1oLi0bPCQmWGk5ZdC/vFfsjWNBLPbgIsE6K7DUHKhDVKHnY/JWGOsNhjr4XREj/BUGmjxZJRCJviJenBXO5mJPlYRpzmE3XxZm7NQJ9OQas5RspGwpKotqO2H0HN8cwCGSxWXkDoDG6KFuXgFA2ptoX66SI0xMdZKlKXCMKFV81QD39/1njv1H48Gp/iPIlqkUPybixb+jVoI2WgfwDMtsHn1hLZvQzlX3EfsEdrdQcRkXF40HUrAalTNI8BIu2DF/T4OKP/x+mMcRSg1r9FK1PdkFGQsEYFyj0ckJSeJkwgvaEC/tfnoR95CMqzktA8ibH5FsozGDLrGDKbfCS2VrHt6DTGlgRTalDJyhpKLIESEuBWAG4ICLGdL/gsVp6LFJ64y+KO5q8GzDEfbgs1dMy9xFDuBjIbJApzGVpeAoozgfQmicI8MlS9FIfTLlDu5NA8wOhjsIclvJREcU7jttdecDEWLqcU3OgZUQ/dp40edaGToWzmGTwRKaoBXoocMwAQJABjsDZ3aq5sUD9iUsIo+XBaDABkMHg9OTjtBvRiAHtzHhgcBXJpBNsGwEyT5gnLoM/2toT3hAapA8LkEAaHXvJRmZVB6oUBuDNbUZ2ZBfcl+FgZibEy/PWbwE0D+swZEO1ZaJ6YkIL0ysX02x/8jZXwUqGyVBUozeTQqnSe1sgkEXYNKHdqNE8Y1H05UtqjKKNEeaZEYHNwj8Mc5ZCeB0gJ6bkN27rjlcmL0I0y1SG5ye03pauPMiheney0Wz4IAvzqV79CqVRqkGD65S9/iY6ODhx22GG49NJLUd6BEsDSpUtx++23Y/PmzZBS4k9/+hNefPFFnHLKKQBo0c8Ya+hoZ9s2OOfbbUZxzTXXIJfLxX9mz56NpaFiSjOYlNBcAaMUTPqZ6bD4t1/F3J9cjwUrp6bmsKMQ3KKrVmH2/AGkDBcLWwdh8AAGD9BqlTEnMwyT+/CFhi35LAYLKTyzrRfbKhk8sWE2hGRYl2+HK3QMlNLIezZMLQCHRNGzUHAsbC1mYGk+bM1D2nKRMasYcZJoT5XhVg2InAfR4sHLSAQpAZHxqXaBg4qOMz6gy8aFQrgYjmoWmKhb8OkCvKBDlvU4pSDWOBdhrUJepyuUyVoUIioSNusKhaeYntEMqctQc1vGeflMhGoq0akEtW619uwC1p3/Oaz90GXTNhSAiakCJNMYGik+RTS8FENg0WJOatGCkyQA9YpAclsAe0iGnUgpdchpZ3Da6d9GkZQqJpNPjMcq8vyGfwdqhoIwaPHIfRaPCSTJmwbJmncvqpmoLSxJ/tNPi5rsXtS9V5OodgiUZpKqEaUp0TFE+flxkSkoHSeKYgDhwpTLht4SUdGwMCXmf3sFqefU8cLXLgQLyAAMLA6jHKUMAakXBuKCQT+pQxy+EDjuCPCjXoPq4bND/Xbal5fRcMf6Vbjrqa/hji3fRXlJD0rzSe+86y/5OKoV2LTfahtHqYej0sljidRqO3nqzIKA5kp4CYZkvwx/QwAyzBPeSnKkkYrMdJj3nRWodtJ9aY5w2IOUv+ynJfwEGQJCp0hV1GVVr5LnVOg0Lm6riKVOtyc5XN+ZPOo2Xv/7NUNywE8LFOYyDLw2hb63daF8/CFwD52N0sIs3nTmN2Nlq3hXASYdB3uQIdnHqc+BIcGc8UUemBBxqN+uNcjR8iKQ2SCgVakJnZujuhorL5DaGkB/pQ/Sc8E8ejbYA25o+Ark1njIPL0NTis9nzIva0hs5dCLLF640omj8dqMrCyXQ46YkNusWp1VM1tLoJZmJQFzmL+qDAUAuO++S/Hgbz9P6X1DAunNEkxK6BVauEoOjB1Mc5SfZEhvkjAKHIX5VDCb3hKgMIch3Reg9fkmOxCAPchrkbMm8FA8Qy/yuMmjVqXnUKRsZBTpNe5TdLXSJVHuoWaTvl3nBOMIu5sbEAbNyV5Kh9NuUMqiwckz3JYDK5YBxqmJarkMDI3CX7cREBJ+WoNRoGvHT2gwRx1AStj9ZUiNgzs+7A2jtNOxIuSWfuizZ4AtnAvR2QLmC3ipyf26L112EV68/EK8cNWFePrbFyKw6H70cpTu2IxSj4ZKD4lUWCORuhnghI1PjSInx1943wmTUwrSuM7CpyQ+POlxnfymq2EUAnKWdE7d23GK9aEpf3afInfTn/2EaRc4P/PMMzj++ONRrVaRTqfxu9/9Dq95zWsAAP/8z/+MuXPnYsaMGXj66adxySWXYPXq1fjtb3876fa+853v4LzzzsOsWbOg6zo45/jxj3+ME088EQBw3HHHIZVK4ZJLLsE3vvENSCnxxS9+EUEQoK9v8sYdl156KS66qDaZ5vN5zJ49G2NjYxOiC1G+MvdEnG6wsxx+8SqUeyX8TgvMDiC8qa9it2cwcAfYNpZGS3cFCc1DIBk0JhGEDx2NSZiaj0Ud2+ALDWMurVpMy4eQDG12GXnXRkuiAhF+J2NWsXa0DflCEnO6htFul7Cp2AJL9+EKHQndw5hjAxJIZqsIAg6WdlEdtcHKoSKRFj6gKyCNcKMxPUkv8jjdpVb7wMA86h7LwyZEIhmAp3zIIQsyGYCZAaTPwc0AoqLD7C7DMkldpDCYAnM00k8Pw807TNOoSzuIox5Nyi4iNRFRF+6OPFnrP7Vz9SfjiQyGhiZAFVrgJwYpTUdzqWFaaquAPejCS+sQFgOPFJ8kLUCjB7GZJ6PCo+Ab0ptoYVjtJIOo3pjidR7rhoUdqyugDfO7pS5jDz4P6IESe7lDI8BPUeOr+oVRtL1IQjXy4kKGxqBPClBGgcWduesXn5BkSMhxxycxLv953Dlwl+Hwi1fhmRW1tIzhJRqy6yT0Km9QEykf0gFhMEjG4Kc1BLYGrRrA601MrGMat8vAZtCqEvpgESKXhDVC/QykRr+bXgXMMQnfJuUfYZBnM7AZvKQGo0gSuOVeCb0MGHkyGMwxIEhQ8zajSL00ZN21uKO89Poom59GvHBgASBNwNMlCpyh7YVamhH36ZoLTIZKb/POq9vfaXidTPFpIjnVVdhDpIxU7tLBA62ur8fUa8me/SalnNkDHNYIYITa7qOLAF+vdZWOjDmAUmL0MqXeAUBiyIeb1WAVBFAAmOBIDAtwXyL14jCCbQPQWltRnpmOUykWLl9J0Y1J1utL378cfW9kEBkf2oiO1CaOco/EIV9fiRe/fBHW/dvFsfEwlYLkwy9aBacVSPRTeserGWvEg9NqwCxQtCe9mWSZW14WKM7iyK0N4vup7TlKqRQGzS/WCFBpo9/i9eesxGM/rQ2wNCTcljoHR908EyHClDhhUVdmqSE24CUDGKPUTddngKRoKTVFBCpdFKm1hmWcs69XJYxy7V4RRm1nwmIoL2xFct0YkExA7+5EMDwCWfTBNA36nJnwAwHuSgQWpQQZJR/C0KCVXSqAtqg+wpndAiPvwj94BrysCb3iAwE9N4XBY5lZgIxO7rM4ejqeF75auz4Ov2gVkgOhQ4pRCls1x6ng3KD7TRiULSAicRCH5n69ypDqo0aeflIDExKGaYKnU7XfxJ3EGgGgv7ABencH3Gwr2v8++efGc7fzyzgT5NVMk6DrTm1jf2HaxsKiRYvw1FNPYWxsDL/5zW9wzjnn4IEHHsBrXvManHfeefHnDj/8cPT29uJtb3sb1qxZg4ULJ8qKAmQsPPLII7j99tsxd+5c/PnPf8b555+PGTNm4OSTT0ZnZyduvfVW/Mu//Av+4z/+A5xzfPCDH8TRRx+93XoFy7IaohH11KsdnfDe5fEDyU/ufP1DBHcBObMKy5h+isr2eP7qC7H48lX4+xIdukEzV1u2BM4kclY1VkCyNcqJ1LlAh10CWoCKb6AsTWwdzcA0fVSrBkwzgGV4GB1LgTFgsJiC4+twAw1Jw0XFN7BpuAXVEZppy5UUeemyXqgexOIJFKCiXpJE5bV6Bkb5zPVFwFF6BQCqXXAZpSpZAqJogAuAlTQICTArgCjrsFqq6MoVUahamJkbw5Dloli14HkafE9HUNJJQ72u+K9ejx0Ic6mbFD7rYUfU+kUp9wEpa7nzIuNj/UenZkS+4c5LMZxPYnbHKAqOtV099nqjgQWkCOTkSDGo3MFhjdEDLzIUhMbg5DhSfT5kC+WVBzYt4L0MkAo79JZnUG5+1ElzYsHgjme4Zou/ydK86g0RJgDmheozFug3AOWJ6xUGrULvaVVacANU3Ks5teY+cT8KDwDYhFSq7abkMEo9WHTlKmgOaY6nErTorm8SJHQG1KUbjM+nPeKCVQAo0pIYkEj1+3jLKdfCT2vwEhw6p/HtO6WbNOXDYvhooV2aScaamafj9VMSzKOiS+4Dmgd4kpwAgU0ePirGpI7PlCtMC6SpPlEOum4lYCGW0g0sCYSqRZERH9gyNMTC1CMglFpEw37qGx5OWet+GkgNKCwQSG7m0AygNIOjbXVtEVlvKJB+/uTXrNRIoctcD1h5mpQy6zQIU4NWkah2ksHAJF0HgS0RJMiY6vqrQGJzEcLIhNcWgz0cyblKyI1boGUyqL5+IfxE7UJPr9/xj8IdBqlryL3I8OQPJy7wp6NaFOXvj4+6vBq590+X4a1vvQZui06NwQIJK6C5zBytSfAClPajuRK+TR3dk4MCows5uM+hVwXeduLVcQOvVy68uCE6o1Vpbqg3bjWHQS/S4jd67jgtMqyZCp8FQRg5laE8cFrCHiTj3x6hFM7AIEEJo9R43fkJFkqQUiQ4uXYUwQsv1z4QCh/wzk5I0wB4KDRQoVQmJiScNgM8o8PuK8PPWTCGy7D6CnC70/ATWlj/pUOvBoCQE2oVWl5gKM1kWLh8ZXj+ErzdadoUMLpuAOD156yk8WhlCCyKWnM/jA6HUV5IwG/1wX0dWoWh2sZg5Wm+8BMaTNuGLJVwWtsncOfwT+K+UHcO3NCw39MO/zKCoWHIRbPBhETy2S04JfFhOG85HA/cUXuW7o+FzQcq0zYWTNPEQQcdBAA45phj8Nhjj+Hb3/42brjhhgmfPfbYYwEAL7/8clNjoVKp4LLLLsPvfvc7vOMd7wAAHHHEEXjqqaewfPnyuB7hlFNOwZo1azA4OAhd19HS0oKenh4sWLBguoc/gfGGw64yeoSHw2f14cX+zml9bxk/C/rc2bhj7URp1AipAXLEhKtJwJDYOmyDJX1scTWqIbAE4HJAF0DA8LLWHa+s1n+85pk4+lMrUelkqB4zhp6OMWwbzqIjXYLOBCydY9NoCwwtwIzWMYzaDoa35EgZRJMQRYNSi8anBXAJcAZphF1SGS0aGz3Xklw7kWNIk5BpAS3lwbY9lAtpUj1KBEi1VuB5GqRJD/+sVcWM9BhMTpESW/exebAFlu2i7GiAVzNGmo5dmNMqjTCVKZRgHK90FKXSRNrSIuftsAZl7g+/SREWlwNoh9QlXhntAfMY5t7wTbCUj3UfvnTS76/97MWY/x8ryBhL0UNNagxOK6kc2ds06OGiRy8B5W4dUgPMAvULEK1hcbFOnlVzjAqm/TBdaNqe4ibUe2aBmpoT0Lh9ycgTHuUEA4gjDIFFqTDcpS6rWhW0cNVqOcSaQ3nEzKO0mCgaEe2z3tDhdbUmccG4IUkJpUIL95HFDN2PB6i0anDTPJSqDfsDBEBqa22BWk9hHimLWMMcUgOGFxswx8jjOLKYuptKTjUgkJRepFXDa5tH3kqqZWB+mMZmhkXkAeCUqfGRVmWwBsgo4T45G5isFTizoObV3NHvGCsmabKhKDxKB5PhAkkYQH4eR+uLARVbJ8LCRrs2jvVCAGs/e/EeMRgAiqYEFoPbIuGmOcyCmBBN8FIcesXHMR9fCSaAv97U6FFt/TuDWRDQK6T9np+toTRbkABAqGrGPaoLcdrI223kOdLrJVIbivBbbKRfGkV1RgZeRo8bCwqDgc3sgd+ZgV70MDbfwKKrVpEsbqW58XKK+UHwRQsx+s52rPn87o8A7Ky63t7G+MsLsLo7UV7UBT/B4zohoyzhZDmsvEBgMeq9YLJQ0pPDHhHoftyFtaWIoWNaMbI4gaPOX4mnvjfRix47Q+oILBmnfwmT/s89kGLQZppPA5vBGqH3jTxglOk6jAr9IcM6GQBuhsMs1mpm9IoMC6CBRF8JbCRPIXVR85xpHe3wXjMLQqf6BCPvQlgauC9hvtwPracV1a4kvDYbXkaDm8tCLwUAJ6EI5gM8kNCLHtxWqyHbYfHlqxDMCecGH7BHqQYssJM4/NFV8FOA20JpneObCT7204tw8DUraY4JVbuixnVatfas1vIkT55dR2NQnEGTiVbl4P5c2K8M4c4Xr68b9Imp2+LldeCZDKoZA4m+Cvy+fvAEycv+wyBlbBzu0jb2E3a5z4IQoqGQuJ6nnnoKANDb29v0fc/z4HnehAiBpmkQTaq9Ojo6AAD33Xcftm3bhjPPPHMXjnwi0+2v0IxUZxklz4QQbMcfHoff3bLd96WG2GOPKgNrdSEcDcwMkGx3UBpNgAUMvfOGsXUgBwxZWPvvE71XT9xAE++ClSuwJZ2C1VbBSDmBrO3A0nzMzI1hWzENziRSpodhTUIkArT25lEs2fBdDbJoUJfRgLyWvKRR7wOXx2pEwhI1FSBGixUJGXcoZnYAzQzgV3VIywNyHrguEFR0MhQEQ3tLEWnThcl96EzAFTrarDKqug63VcO24Sw0K4DQBWRJp3oIXkuFqoWPa15vAM0bH4XHGVhheDYhtmsozPv+clrg+7Xrl/s02Qd2bWzgmPFia7I0kuh3mv+tFXA6ZIPaU3Eu1SEAtIgszwAggNQWwM1SJCKwo3xrki/VquF5T5ZzPk2aSk3yJmHY+mENPXfUK4EWbOYYi2tXWAA47fQ5N9Tm52GzP2HS58nrRYbK+MhGvAget39hSAgXyG4E3AzpgQMUuRhdTClTTNKCPtUHpNeXGra79P3LYR6mIb1ewioEqLRzeKmonwBFZipdMi7wZQEAAbi58BzCGg+qKampggGAORam3Vn0O4FRrwNh0gOe+wx2aEgFydo5AVOQxqxLseNhI71IKjdaQBl5Fv/dtxmEwVBtp0Z1frUWtRk/1nvCYOAOgz0IVHooKmMW6xYdYQSp2spJ+avC4eZYg6c0ouMvIwiyFio9NoYXaXA6aBCsUM2l0i2hl8grHO/bp98tf1AGRlnAS+cQhB7c+v4ZpcUdsAYdGGu3onzyQqQ2S7S+UIm93RPOKZfFyJGteO6aV3eq0J5GlMsQa9cjKSWKh/dA6JTup1dJ5z+6/vSqDPsBIFYpc1p0+MksKp00dyS2SRx1/kpKAZo3cV/1Bc9MhnNvmPYqORmGXlaisEAgs47DGiFDxWlhtapNiVipTHJSbQMAo1QzFKJol14iKWY/a4GXs9DKFQRR2gxjYLYNreQBtg694MLpsAEGJNeOAYYObTCPZNEBqzqwLBPuzByEwSnaKSnyQbUOBrg3cR0kdJLaTvUJ6BURvyZ0Bi/JoDnUbPHgb6zES5c1GlmdT5JwRrmHozTPh2sBPOUhGDXDHjHk2PDTgnqdDApYoz6kDnBXQqsEDYbCaS0fx52jNzbs4/Q5F5Ck7GsXQeoM2osbEIgAvLsT1tqBhs/WRxVOMT+Iu93/nOySetWhpFO3w6WXXorTTz8dc+bMQaFQwC233IL7778fd911F9asWYNbbrkFb3/729He3o6nn34aF154IU488UQcccQR8TYWL16Ma665Bu9+97uRzWbx5je/GZ///OeRSCQwd+5cPPDAA/jZz36GlStrHvabbroJS5YsQWdnJx5++GF89rOfxYUXXohFixbtvpHYTUgJDJeSaM+V8LaTvoF7/3TZlL7HbRuVThvHfmgFRg/h8DIiVvxY/JVV1AwrQ8ozMpwcRd4ATAHpaDBaqBux3l5B1dMhSgbWNzEU6gnSAqmuEsp5G+ajGWycLfD617+IraUs2lJlDBZTKFVMcCuAKBnIF5KQEtAMgSDjQdMkxKgJ6ALSoIlXGgKJ1go8V4dfMCh6YIfqR0yCVTVIQ8DqqMAZTkDoAprtUz0El+BcIAgYdD1A0vIgJQs7U3sNDYwmY97Pr0FbWxEjG1rBWx0EebO28K7w2sJpe79h1Ecn4Td9f+7/vQ68oMf68wBq5xeACoPDYrpIzzti/n+saGrARYxPTZj/rRVgggrPogWu0ADdY2H3Y/LGc5dSkaQOSJ88ZaQaNb3ZaLpa7c0WkDxsnhUVHoOFKWCmhNNCqQKRRCsL6Pj9BIsbyPGglsIGNnHhGlOfOuZRnq3m1vZVnEXFjL7N8PhP6KF50PUkqbq94tBqC0fH0wHcNEe1hSIIepXqQbQqgzlCaQ5GgYyzqGss9xjMUfJgu1ny8NXqNFicjiQ0AEyGHb0BqYm4aJO7QKVTxoZtFEnZ0e8S/Q6RIS45KNoX0HUYecv1CqCXqZNuuYsjOSBIB99AQ1rhHk+mlZE0IxWWprYglm8FKA3ETYdj4gGSk1JOM6qzMvBSHEOHafCyAuYoR3KLhD0aILAYinMY7CG6pty2sH6DAfmFQNtzYUpa3QnXRzYevI0cSG/4yAoENnUpl8Z20lWDAMUZu57Our8wWRpJ/WunH/R5FI7oisfVHhE1732TBVdgAr6twRqVSA4GKPZoyB9EnvTMOo7SLBIFgACESU0QhYnYuRJFjc0xauhXa/hIzRjJ+KT96iW6H8083cckUV0jFt0IDUgmZNxL4LSWj0NUyCujtbYCQQCWScM5uDuuD2AB3f/Jh15EMEYGhZYhYQQ/n4fe2wNzC4PfkYaX1pEcqELoHEbfCGTCwp1/r6WxLvnSKkgLSG+gIvB6tLgWixrNJSrkVDro+pVgXjinSgCHabCGqSGiNazBTzI8s7IxWrXov66Cty6NwjzAadXQ8lKARH8Vf3zwyxN+5/GGAgD4m7dAy2ZRyZlIbCwgGB0D03V4vS3QHn8By/hZ4MkkeFdHg5LS/mQoHIhMy1jYtm0bzj77bPT19SGXy+GII47AXXfdhWXLlmHjxo344x//iG9961solUqYPXs23vve9+LLX268wFavXo2xsbH437/61a9w6aWX4kMf+hCGh4cxd+5cXH311Q1N2VavXo1LL70Uw8PDmDdvHr70pS/hwgtffZ6bg65dCa8jCdFaRfnZVjz6p6mpVSzTPwBt4VwIg0HzZBw2P+g6WtiIdhmnN+hlBnAWezG1MR3oraJQTAAVDUh4MDSB9eftOFytZTxkElXMzI3hFbMDcsQCh8Ss9Cg4E+hOFPDyaAcqrgHf9tGZLaLFrmDjaAvGRlIwEh6cDAMqGnibAytc3M9rH8bawXaYHR6cqomgGhZD6wIs5UOWdSQsD45mw7R8BAFDT0sBg8UULMNDoqWIrFXFQCmNeblh6ExMyVAAgHUfqaX7nHTfxVgn2iFHzFgtJS5admt53JLXahsAxEpL6z8yMXVo7g3fhFY0YpUYFrBQLlRCcygn3wuVfqROaSZ+Ujas2ef/xwpILrHuMzuOZNUbDwtWrIybdfksrFdg9FDQywxGvlbMmtpMDdq8DJtc0Wb8vnaiqdP478z/9oqGKASNT5gCxsOxNSQZVwCpGxV5vFSLOuhOGvkZj0QcqdCqtHDQy6GilA2AUfF3RNdjYocL4eRAgHKnBqeF1IqcFgZrlJrWFebRtZJeT3ruUeqbDHOTtSpFIPQKYI6SUSE5SFVEq5OCDb2eUXQkKtqma4XF3Ychp5HbLsPoHQ9zt/McQpcwinSMvk2GsJmXoTFJEq6BRYXW4+3K+d9e0fjabjYghEFj0P0XgcJsDYXZGlho6EYqW9l1AponYgnaZvgJDi/JkdgmkdrCYA8H8SJPcyWMPEdiQEBqDPnFAbS8HipdRXUxzamPMPg2Sd8mBhxwt3kqxSnWhyCPWUwRI0XMHS9TncVJJ18LN1dL85oMoyRR7qJu606bjmoHzXmv1Bn4B11HKWnWSCg7LKkbe5RmJkxJXeqZhJuNFvp0n/opSqGMOtf7CUpBEhrdL9aYqBXZC3pmcDcKL9QdaG8XtLECoOsIOlugbRuBTCVg9hchOUeQsxEkSO2PtbWCVx2wdArB0HCcfiIrFfjzu8EdH4nBIoLWJIxNQwBncHqzDeOS3kS1EporJxT/S0YOgcRweOycIdVPjRe9FIOfAhL9NDcU5wKlmfR80osT76nV763VWr759OswutBEfm5qwueacVr3vwJSIlg8F4HNwfqGAFBqFh8oIKiSccUy6QZD4dTkR3BX+efxv9/b8vEp7W+fEs7Pu7yN/QQmp9I/+h+AfD6PXC6HsbGxuF/D7mbZny7ElnwWf3/XV6f2+bC3grboIBQXt8HJkUt78GgZq/IwGXmIydMqdRnLw0VKNVKXkCbVKcASYJrEurO3n2d/1B++DF0TmJcbhhvoMDUfv1k6eaft7XHiHz+PgmOiI1nGSDWBsmMiYXrwAw5fcDhVA96YhUxPAY5jIPA1cE4SRvM7h7FxpAXZZBU9qULDdlutMn76hv+7U8dUz5LfXUkFywGHVzGAoh43i4sWpbSQFVT3IYD1H5tY0HzY7V9BYWuGpBjDiUJzGOxBSvmwByTcFkpDctpri79a+lhjMZ7I+Ei1VfDc/7lyyucy73vL4xQr7pAsJsL800iGNbmF8vX9ROjdnoKxsDu7v06INkjEHr/xrwOo6fVPYzE61eNd8uVVSG+SeOxmWmi87mO0yMgvYGAeSatGnLTsWjitOuVQe+R9p4cwpQpZowKFORrcnIQ5SsXItbqQMM1ohMMoURMy6tnBYkMJCAvqw/qEKPISRYz8qElU2Nyrvsh4e8z/1opaCpJg8SLAGqH5Q+g0ttYwpT7RtYKwroWBBRKlmfQZv04Wd0+TXsept0NRQi/X8tlHl9BcZw9wtKwRgJSotFMakpuTMPMMmQ0CyX4PXlojtRm7uTdfGAwjh3CktkiYRYmhw8iYZ5L2n9k0uVQ2k5QiE5gcTEqMzdORGBBo+8s2BC+9MsGjfuI7rsfgkQZyrwi0PLwJ/sZNUy7ePOj6lXj5C1NzLr1amEpvoHpOX3Axiof1NCgKNVO8khwYPJIjtYnkht1WKkgef88f8vWVSGxjcHKAPURRn5HFFJUfX6xvb+NwWyUSfQxmXqI0iyHRL8mZwoFkv4zVmyjaQfczD1XpuEf1MNyR0KsBtIoP5gTg67YAGgfaWwGNI0hb8DMmuEvGaX3HZiPvgj+zBncVbqbx0z8AiAD6rJkQbRnw4QJEexZs/RY4Rx8EJiXuu5ccVie8bznMMZ9UiXwJYTWOmVEIENgckjMYBR9+Qovn1cJsHWOLJBJ91MQvsKkTetTfJnKUcYfWGquv3HlH7DLt/QDjCE48EnrJg3z8OTDOIN5waByZWKa9H/qMXtyx8duTb4efhT/K3+zR9drOEq0l3/SWK6Dr9i5ty/er+J/7v/qqPM/x7HLNgoJY9qcLMVxJTtlQAGqT7JtPvw6SM5R6yTsgjVqepGTjnHsizEXmda8ywG6rQgiGXLqCrlRx0n3O+8Fy9C4cQFfaQdpwkNLdKaf4TMafT25U6PjnRz4JgBrGvTzUAd/VAENAYxLdLQVUPAOlqgnLIBeToQdoS5Rh6x4SmgdPaLjluB/v9PGM5/l3Xxn//cQ/fh5VX8fwWAqppINCMQHhM5gJcjG2Zsp49NRrm27HdXUwh8fa03EkIQNYw0Clm1JNNBewhhmq7eTVDBKhV12vGX5Cl+BFHeVKGvO+swLQJIzOCl466/Ltnsu68ykasXD5SkhDIpC1RScAJPo53BYgs47ScMC3byjsTiOhfpvzfrC8pk7F0NRgieRUd9QjQ+oyPu/p8vzXGx98vk1e/+7H6Pc+adm1+NM9ZFiXeg1IHqqd+ORNlhogGIObYQgMDeaYhJknQ4wKCxGnWWlO2LCQh92SffrtAQYjX1PdipopAWRYRelJQC3SMJ3fJSr8jlKPuMcgDdS6i+tUzB31QNArEq4R1pJoVOsiLBkbKXsaJoDEVo7shgBM0GJMaAylHo7i3EhBLepBQeOR6hdIbaOaHR5JvroCYFpNzal+H5IW+cOv4fDSAvYgeYmZT0INiT4+IZWjHs0R1Iyrlapo3RTVrbS8LIBxi9uT33Q1nFYTfpoju04gMeACnjctlRevdQfu9lcjXGso7N2Rso2/bgNSho7ioR01pasm0rhMUGG61CTaVgcYOIpDGBO7YL/45Ytw3AdXILU17AbvSyS2kQEcdT/XqpSGl+yX8LLkxPGTVOCsVwFAwsrLUEyhlgYXSfeyQMKsUIdpAJAai3seMJ3DO3oB/KQWyz5zh4yKB39Hc8qy466CZunQqj74uq0QdfWd+sxeiOEReLM74Kd0mJYBbcsQxNwZsPqL8FoT8We1qoj3I00Ge8CFmzOglwNSNiv7MMYCVDsTMDeNALNa4Sc16OUAyUGO4lwOL0MRTL3MYiOB0kUlkn0k/rArOfSnz7kAkBL6/NlwbQ3mEy8jEAG0rm6wcl0Ij3H4ff2TbmcZPwv/NXojcrnf7PzBKHY7yljYCY7/p+V4+P/R4uXgq1dCW1JAR8bA4LapWYbLjrsK9zxSC/X5KQ1CA1peDqirra3By4VhSi7jjr2kGS4hcj5Y2KVUWOQNqeYtMEOgbJjY6LXgtZ9eiSd/ONFTNeugbTC0AG1WGWXfRMk3dzqiMBn1C/0j//tyZHIV5EeSaElWMFhMIZuoAjbg+hqcQMeijm2oBgbcQMOvj5+oqjWeM//nMxh1EhgqJaFzgYztoOiYeOqdX9/hd8cbNgDwtj9dhHtPmlyFCgAW/Oc3ILelwAUt+AOz1hTNGiWtfDdHi0RrVEKvSIBRLwkmqKMud1mtx0EoU2eMcQQWGRJefwLzvrscMkHG4vpPfGHS41nzuYuw8JsrG3sOSPIYMQFUO1iorT35OcVN7SZh/rdX0LVW0ujBEm2L73jxvu5fPhdvYzKaFU03HB/HBEWPXSUxJOBmONw0qZMYY7WHmJ+gAkF7mNKYNFeCu2EKSpV+o8JMwB5g8JM0tnqppmoE0MNYhqUxIini81h9ZXOv8a4aawtWrIQcJ4WrVWmRlNhGi38vHRZtFkl5BojUlujvRjlUQgqvyT1tMGhVUvUSBo1xtZWj3MPgtIpQZpLqQuyR2kKUSQmJqDlgGDFYZMMaEwj75sFLMlQ6OZL9AkYl6tZL0bZKF0NpNhkO5hhDZr2IF4ZNvdsag1bykN4yhvLB7fjf/5r8Xqx2kpQX9wHmCphPr8MdAzuex+pZ/8nJt/9q5R7/V1P6XBSBAACxbhPMWS1hR2Q0KNhxX4K7AkGCI/dKAO5TgbufohTPZk6FR/7zYpzw3uWw8gK+zVBtr81r3GfIvgIkhgMEBjVqczoEvHQYiZIUVQPo3mcBoAeN9xKTgJsLO4IzBoRGiJ/UIAwd3JEwCj4Ci0PqDOaoC1kndSo1DuYLaIN5+AMDYLqOZfwsMF0HsyywdAp6voogmQYAuAu6IUwOqbEGFSTuS/hGmOroCKrh6S9To0DGICwdXtaCUfbBHA/WukEEi7vhtBrIz9FIESoh4/9rLiASoQCDD7hZGUvLLrpyFbJrJRLDPv7831O/Lv3NW+j/XVkkXxyAn88DXIM3vwfG2q103oYJLZfFnUM/mnQ794hb94s+CxCIHYe7tI39BGUs7ATVVo4FK1aCB0DmqCF0p4t4YX0vki+ZO/4ygGp3zWNw2OdXofhWytE2Rym9xW0Jdb4leTv8VKPHj5XCyUuX0HIe7IQLU/ehcYmqp2Nu6wieXZrEIV9fCb1EetHyzSOY0zIKTyShcQGdB8ialR1GFD7w8HnwJd9pg+JvZ3wt/vs/P/JJZEwHtubB1jwIyacVQTj0titgGz7KTgdStotS3oYs6yjmXPhlHQff+jWkEs6UjIZ6dmQoAIAYMSlCHeaZR0W0UmdI9QtUWjmMIhXMUQElQ7JfkJJOphbyhaxJXELSAhQ8LGgV9EBkRfJizb3xekCTWH9u8x4Paz5/UeNinNFilRZjJNsJhMo4ppyQ7jNZzcTcH34zVrHiY7Upor6Ye+6Pr4eRdfHyP00seqtnV1R0drehAAAP/7/P4ZCvr0R6Aw3E6MFJHPK1VeAeoGfoYVzuIeMus44iCnpVojRLQnMZ9FJN6cgshE3PPCBqNW3mOdysIMOeTS2NaGdZsGoFeMAQ1M3izKdjFFFkQQDJbQJegq4tL83g5uj60ErkUfXSFBWROmpytXvQYDBHqLA5MENDOkkLFiaBlucZ7DExQQI5WsxHrxuFAPm5Bqxa+RucHEdxjgDAkV0/cdGX3MJQ7kEY/au9P95QYFIisaUE/G01WG9PQ0Os8Zx26GXAotbYE53cXEYwMjbp5w8k6o2EKOKwjJ8Fc2sBTksbhMHgphjMkoSbousvGYrl8ADIz6NFrjHGkNpMTQybpWsJg1IFK10k0aq5LOwIT2mAAFDqoSifVqZ6IGFRaqFWZfCSACRQbefQHEpn4h7l/fsJPqE2gEHGqVTCYhAedXOWOuDlTOrQHKI/vw7S9SCiSIpPESQZBMAh8yABOF0JJNaNAkKAJS14bQl4mUad5MCkFCPuC1JKSumQGoO1YRgA4LW2gXuCInW5NETahDAYnCyHnwhrxnQJ5rBYBEJqAnqBxswoUnNPezAUaigKJNflcfqMz+COLd+d0u99T/BrABSt1QqkMKfPmQnX5AiGRgAAWk8Xgq3b4u+cmj4HdxV/2nDN7C99F5iUDXVNO7uN/YUDxliISjN2h8Xq5ihB2MhzFIoJLGobgKxqlAu9g+2//dwboDsCh31+FXV87ZXQ2hwYpg+vW4df1eMFmrAk4DMY5TCfOeosrEvwAodgQFAwUKpqKPkMZouDGW1j0FmAhbO3YU1hBvwUg+hwcUg2D50JdCeLyJoVANT1udnx/tsLFyCQDNXAwFA1A50JzL3pOqRaKzC0AI6noyNTwrzsEL6/ZNWUx+2Hr5m4aJzK7/GGP66C6+oIKkmUNImWtiKShgdZ0cFcDr9KRWT+liRGzQTm//IbED4HNwT+9s7PTPn4mnHE7d+DdDRwV4Me/g5Ud0AepsCWKHdwBDZJ2UVdP4VGaQ9SJ0+pG3rRpYaGhZgwqDbFKDH4CYnApggEGIDQaJj33eV4+uzzxh9acxgZNE4rWSNalRa3wpxYN9Bs7I/87+8CvImA+fjd+By+o2P+Ld/Agt5B/O6YKyf97N8++kkc8fMfNXT23hF/++gnp3RtHH7rDwFBxwMgrvV5+iOTj1dqE42Pl4midhIiamYWpe24DOVuoGWNoFRAHi40OakV8YDBaQWpugwwVLtIrSVIUPO5wJJ46uNTO4edhYdpT/ULaxZQnwoI0pNnAVAxGcyihNPCUe6lz7cMS/gWC+sU6LgDS+4VKb+Hv0zFi2+94CfQywHSfRS1coYZjLJENcdR6aJrJdUnJyjUAOT5d3NU45AIm6i5OXqv0i2R3lz/YUCrUOqYNID0ekwwRoCwRsGhfHAWSLCF8xAkre3+hr9++Is48/0/gJ/kYAHA12zGr4d/tH94RnfA+CLT/2qifDOeyc47ev2/Rm/Eu9/5HQAA9yTsUfoNxxZR+llhnob0eipyTgwIpPo8FGabKM6m2iyhSxzz8ZX406pPxNuWjJpYVjskMq+QstbIa6j2pzCXwc1pqHTXCvj1IoM1Sh2bq10C5YDqzlhAUstGUcJNceiORLlTQ7pPNHR+n9AHJFNbRnE3gN430jgOQkCEhb0xjMPPWZCcIbF2BF5XBtyniAFA9UT129ArAaTLwD0B7groIwXKMkjbYJu3wdzMIbIJijKkTQidHI9OK9V8RFE0t01AK3NKF6rUVOmiug3fpjlQcsDpSeO2//0C8vk83tf9r/hN//d3+PsDwG3/9a8AgH867CtwZ7fDeG4TAs+lvgsHd+O2Z74anxszjQnXTD6fj187QEpq9wsOmALnTZs2Yfbs2fv6MBQKhUKhUCgUO2Djxo2YNWvWvj6MBqIC5xPf+JXdUuD85wevUgXOryZmzJiBjRs3IpPJgDUpqno1ks/nMXv2bGzcuPFVfyHtTdS4NEeNS3PUuDRHjUtz1Lg0R41Lc9S4NGdXxkVKiUKhgBkzZuyho9sNqA7O/5hwzl91FupUyWazahJqghqX5qhxaY4al+aocWmOGpfmqHFpjhqX5uzsuORyuT1wNIqd5YAxFhQKhUKhUCgUil2FyV2Tmo22sb+gjAWFQqFQKBQKhWKqHGBpSDtoh6TYl1iWhSuuuAKWZe3rQ3lVocalOWpcmqPGpTlqXJqjxqU5alyao8alOWpc/rE4YNSQFAqFQqFQKBSKnSVSQ3rLsV/eLWpI9z/6daWGpFAoFAqFQqFQ/EOh0pAUCoVCoVAoFAqFQkUWFAqFQqFQKBSKqSMRdwXfpW3sJyhjQaFQKBQKhUKhmCJMSrBdTCPa1e/vTVQa0l7g/vvvB2Os6Z/HHnss/pyUEsuXL8chhxwCy7Iwc+ZMXH311dvd9plnnok5c+bAtm309vbiIx/5CLZs2dL0sy+//DIymQxaWlp25+ntNPtyXO6//368613vQm9vL1KpFI466ij88pe/3GPnOh329fXy9NNP401vehNs28bs2bNx/fXX75HznC57alzWrVuHj3/845g/fz4SiQQWLlyIK664Aq7rNnzurrvuwnHHHYdMJoPOzk68973vxbp16/bU6U6ZfT0uO3Md7i329dhEHChz71TG5UCce6d6vRxocy8AXH311Vi6dCmSyeSk98djjz2Gt73tbWhpaUFraytOPfVU/O1vf9udp6jYASqysBdYunQp+vr6Gl67/PLLce+99+J1r3td/NpnP/tZ3H333Vi+fDkOP/xwDA8PY3h4eLvbPumkk3DZZZeht7cXmzdvxuc+9zm8733vw0MPPdTwOc/z8MEPfhBvetObJry3r9iX4/LQQw/hiCOOwCWXXILu7m784Q9/wNlnn41cLod3vvOdu/9kp8G+HJd8Po9TTjkFJ598Mn74wx/imWeewcc+9jG0tLTgvPPO2/0nOw321Li88MILEELghhtuwEEHHYRnn30Wn/zkJ1EqlbB8+XIAwNq1a/Gud70LF110EX75y19ibGwMF154Id7znvfgiSee2DMnPEX25bjszHb3Jvt6bIADa+6dyrgciHPvVMblQJx7AcB1XZx11lk4/vjjceONN054v1gs4rTTTsOZZ56J73//+/B9H1dccQVOPfVUbNy4EYZh7J6TnC4HWIEzpGKv47qu7OzslFdddVX82nPPPSd1XZcvvPDCLm37tttuk4wx6bpuw+tf+MIX5Ic//GF50003yVwut0v72FPsi3Gp5+1vf7v86Ec/ukv72RPszXH5/ve/L1tbW6XjOPFnLrnkErlo0aJd2s+eYE+Oy/XXXy/nz58f//vWW2+Vuq7LIAji126//fYdXlP7gr05Lrtru3uLvTk2EQf63DvZuNRzIM6948flQJ97J7s/HnvsMQlAbtiwIX7t6aeflgDkSy+9tFP72hXGxsYkAHnS0ZfKZa//6i79OenoSyUAOTY2ttfPY7qoNKR9wO23346hoSF89KMfjV/77//+byxYsAB/+MMfMH/+fMybNw+f+MQnpuWhGx4exi9/+UssXbq0wdq+7777cOutt+J73/vebj2P3c3eHpfxjI2Noa2tbZfOYU+wN8fl4YcfxoknngjTNOPPnXrqqVi9ejVGRkZ230ntBvbUuAATr4VjjjkGnHPcdNNNCIIAY2Nj+PnPf46TTz5533m2JmFvjsvu2u7eYm+ODaDmXmBq8+qBNvcCE89Zzb3NWbRoEdrb23HjjTfCdV1UKhXceOONWLJkCebNm7eLZ6KYKspY2AfceOONOPXUUzFr1qz4tVdeeQXr16/Hrbfeip/97Ge4+eab8fjjj+N973vfDrd3ySWXIJVKob29HRs2bMBtt90Wvzc0NIRzzz0XN99886u+6cfeHJfx/PrXv8Zjjz3WMPm9Wtib47J161Z0d3c3fD7699atW3fTGe0edve4RLz88sv4zne+g0996lPxa/Pnz8fdd9+Nyy67DJZloaWlBZs2bcKvf/3r3XpOu4O9OS67Y7t7k705Ngfy3BvRbFzGcyDNvRHNxkXNvc3JZDK4//778Ytf/AKJRALpdBp33nkn7rjjDuj6vsukjwqcd/XPfsO+Dm3sz1xyySWReNakf55//vmG72zcuFFyzuVvfvObhtc/+clPSgBy9erV8WuPP/64BLDDsN7AwIBcvXq1vPvuu+UJJ5wg3/72t0shhJRSyne/+93ykksuiT+7N0Lh+8O41HPffffJZDIpf/rTn+7CWe+Y/WFcli1bJs8777yGz//973+XAORzzz23K6c/Ka+WcZFSyk2bNsmFCxfKj3/84w2v9/X1yYMPPlh+/vOfl0888YR84IEH5Jvf/Gb5tre9rek1tTvYH8ZlV7e7s+wPY3Mgz71STj4u9Rxoc6+Uk4/LgT73TnZ/lMtl+YY3vEGeffbZ8i9/+Yt8+OGH5Xvf+1556KGHynK5vHMnvgtEaUhvPeqL8pRjrtilP2896ov7TRqSKnDeBS6++GKce+652/3MggULGv590003ob29HWeeeWbD6729vdB1HYccckj82pIlSwAAGzZswKJFiybdR0dHBzo6OnDIIYdgyZIlmD17Nh555BEcf/zxuO+++3D77bfHRVRSSgghoOs6fvSjH+FjH/vYdE55SuwP4xLxwAMP4IwzzsCqVatw9tlnT/UUd4r9YVx6enrQ39/f8Pno3z09PTs8x53h1TIuW7ZswUknnYSlS5fiRz/6UcN73/ve95DL5RrUSX7xi19g9uzZePTRR3Hcccdt9/h3hv1hXHZlu7vC/jA2B/Lcu71xiTgQ597tjcuBPPduj1tuuQXr1q3Dww8/DM55/Fpraytuu+02fOADH9ip7SqmhzIWdoHOzk50dnZO+fNSStx00004++yzJ+Q5n3DCCfB9H2vWrMHChQsBAC+++CIAYO7cuVPehxACAOA4DgDKgwyCIH7/tttuw3XXXYeHHnoIM2fOnPJ2p8P+MC4AycG9853vxHXXXbdX1Cb2h3E5/vjj8aUvfQme58X7vOeee7Bo0SK0trZOebvT4dUwLps3b8ZJJ52EY445BjfddFP8UIool8sTXtM0DUBtDHc3+8O47K7rcLrsD2NzoM69OxoX4MCce3c0Lgfq3LsjormXMRa/Fv17T829U0KpISn2FH/84x+bhvWklDIIAnn00UfLE088UT7xxBPyr3/9qzz22GPlsmXL4s88+uijctGiRXLTpk1SSikfeeQR+Z3vfEc++eSTct26dfLee++VS5culQsXLpTVarXpMbwaFTn2xbhE4e9LL71U9vX1xX+Ghob2zklPgX0xLqOjo7K7u1t+5CMfkc8++6z81a9+JZPJpLzhhhv2zklPgd09Lps2bZIHHXSQfNvb3iY3bdrUcD1E3HvvvZIxJr/61a/KF198UT7++OPy1FNPlXPnzt0nofBm7Itxmcp2Xw3si7EZz4Ew905lXA7EuXcq43Igzr1SSrl+/Xr55JNPyq9+9asynU7LJ598Uj755JOyUChIKaV8/vnnpWVZ8l/+5V/kc889J5999ln54Q9/WOZyOblly5Y9f9LjiNOQDr9EnnLUV3bpz1sPv2S/SUNSxsJe5IMf/KBcunTppO9v3rxZvuc975HpdFp2d3fLc889t2EC/dOf/iQByLVr10opST7spJNOkm1tbdKyLDlv3jz56U9/uuFGHM+r8YG1L8blnHPOaZqf+eY3v3lPnea02VfXy9/+9jf5xje+UVqWJWfOnCmvvfbaPXJ+O8vuHpebbrpp0nzdev7zP/9Tvva1r5WpVEp2dnbKM888s+lDc1+xr8ZlR9t9NbCvxqaeA2Huncq4HIhz71SvlwNt7pVy8uvhT3/6U/yZqL4ul8vJ1tZW+da3vlU+/PDDe+IUd8iBaiwwKfenOIhCoVAoFAqFQrH3yefzyOVyeNthX4CuWbu0LT9wcO+z12NsbOxVr5impFMVCoVCoVAoFIqpEtUs7OqfafLnP/8ZZ5xxBmbMmAHGGH7/+99v9/P3338/GGMT/kxXjlcZCwqFQqFQKBQKxaucUqmEI488ctqNHlevXo2+vr74T1dX17S+r9SQFAqFQqFQKBSKqbIb1ZDy+XzDy5ZlwbKapzidfvrpOP3006e9q66uLrS0tEz7exEqsqBQKBQKhUKhUEyV3ZiGNHv2bORyufjPNddcs9sP96ijjkJvby+WLVuG//3f/53291VkQaFQKBQKhUKh2Ads3LixocB5sqjCztDb24sf/vCHeN3rXgfHcfCTn/wEb3nLW/Doo4/i6KOPnvJ2lLGgUCgUCoVCoVBMFQGA7fBTO94GgGw2u8fUkBYtWtTQPXvp0qVYs2YNVq1ahZ///OdT3o5KQ1IoFAqFQqFQKKYIk3K3/NkXvOENb8DLL788re8oY0GhUCgUCoVCoTgAeOqpp9Db2zut76g0JIVCoVAoFAqFYqrsRjWk6VAsFhuiAmvXrsVTTz2FtrY2zJkzB5deeik2b96Mn/3sZwCAb33rW5g/fz4OPfRQVKtV/OQnP8F9992Hu+++e1r7VcaCQqFQKBQKhUIxVYQE2C4aC2L63//rX/+Kk046Kf73RRddBAA455xzcPPNN6Ovrw8bNmyI33ddFxdffDE2b96MZDKJI444An/84x8btjEVmJT7KGlKoVAoFAqFQqHYT8jn88jlcjh54QXQtV1TLfIDB39c8y2MjY3tsQLn3YWKLCgUCoVCoVAoFFNlH6Uh7SuUsaBQKBQKhUKhUEyZ3WAsYP8xFpQakkKhUCgUCoVCoWiKiiwoFAqFQqFQKBRTRaUhKRQKhUKhUCgUiqYIiV1OI9oJNaR9hUpDUigUCoVCoVAoFE1RkQWFQqFQKBQKhWKqSEF/dnUb+wnKWFAoFAqFQqFQKKbKAVazoNKQFAqFQqFQKBQKRVNUZEGhUCgUCoVCoZgqB1iBszIWFAqFQqFQKBSKqaLSkBQKhUKhUCgUCoVCRRYUCoVCoVAoFIqpI7EbIgu75Uj2CspYUCgUCoVCoVAopopKQ1IoFAqFQqFQKBQKFVlQKBQKhUKhUCimjhAAdrGpmlBN2RQKhUKhUCgUin88VBqSQqFQKBQKhUKhUKjIgkKhUCgUCoVCMXUOsMiCMhYUCoVCoVAoFIqpcoB1cFZpSAqFQqFQKBQKhaIpKrKgUCgUCoVCoVBMESkFpNw1NaNd/f7eRBkLCoVCoVAoFArFVJFy19OI9qOaBZWGpFAoFAqFQqFQKJqiIgsKhUKhUCgUCsVUkbuhwHk/iiwoY0GhUCgUCoVCoZgqQgBsF2sO9qOaBZWGpFAoFAqFQqFQKJqiIgsKhUKhUCgUCsVUUWlICoVCoVAoFAqFohlSCMhdTEPan6RTVRqSQqFQKBQKhUKhaIqKLCgUCoVCoVAoFFNFpSEpFAqFQqFQKBSKpggJsAPHWFBpSAqFQqFQKBQKhaIpKrKgUCgUCoVCoVBMFSkB7Gqfhf0nsqCMBYVCoVAoFAqFYopIISF3MQ1J7kfGgkpDUigUCoVCoVAoFE1RkQWFQqFQKBQKhWKqSIFdT0NSfRYUCoVCoVAoFIp/OKSQu+XPdPnzn/+MM844AzNmzABjDL///e93+J37778fRx99NCzLwkEHHYSbb7552vtVxoJCoVAoFAqFQvEqp1Qq4cgjj8T3vve9KX1+7dq1eMc73oGTTjoJTz31FC644AJ84hOfwF133TWt/ao0JIVCoVAoFAqFYqrsozSk008/HaeffvqUP//DH/4Q8+fPx4oVKwAAS5YswYMPPohVq1bh1FNPnfJ2lLGgUCgUCoVCoVBMER/eLjdw9uEBAPL5fMPrlmXBsqxd23jIww8/jJNPPrnhtVNPPRUXXHDBtLajjAWFQqFQKBQKhWIHmKaJnp4ePLj1/9st20un05g9e3bDa1dccQWuvPLK3bL9rVu3oru7u+G17u5u5PN5VCoVJBKJKW1HGQsKhUKhUCgUCsUOsG0ba9euheu6u2V7Ukowxhpe211Rhd2JMhYUCoVCoVAoFIopYNs2bNve14cxJXp6etDf39/wWn9/P7LZ7JSjCoBSQ1IoFAqFQqFQKP7hOP7443Hvvfc2vHbPPffg+OOPn9Z2lLGgUCgUCoVCoVC8yikWi3jqqafw1FNPASBp1KeeegobNmwAAFx66aU4++yz489/+tOfxiuvvIIvfOELeOGFF/D9738fv/71r3HhhRdOa79MSrmL9dwKhUKhUCgUCoViT3L//ffjpJNOmvD6Oeecg5tvvhnnnnsu1q1bh/vvv7/hOxdeeCGee+45zJo1C5dffjnOPffcae1XGQsKhUKhUCgUCoWiKSoNSaFQKBQKhUKhUDRFGQsKhUKhUCgUCoWiKcpYUCgUCoVCoVAoFE1RxoJCoVAoFAqFQqFoijIWFAqFQqFQKBQKRVOUsaBQKBQKhUKhUCiaoowFhUKhUCgUCoVC0RRlLCgUCoVCoVAoFIqmKGNBoVAoFAqFQqFQNEUZCwqFQqFQKBQKhaIpylhQKBQKhUKhUCgUTfn/Ae586Qg02rLpAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=(10,10))\n", + "imshow = show(inundation_raster, transform=raster_transform, ax=ax, zorder=5)\n", + "im = imshow.get_images()[0]\n", + "fig.colorbar(im, ax=ax, shrink=0.5)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Associate storm surge data with the WaterNetworkModel" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "WNTR's `sample_raster` function provides a way to associate raster values to point geometries, such as junctions." + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "name\n", + "J-1 2.0\n", + "J-10 NaN\n", + "J-100 NaN\n", + "J-101 2.0\n", + "J-102 NaN\n", + "Name: inundation_level, dtype: float64\n" + ] + } + ], + "source": [ + "junctions = wn_gis.junctions\n", + "junctions['inundation_level'] = wntr.gis.sample_raster(junctions, raster_path, bands=1)\n", + "print(junctions['inundation_level'].head())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot junctions with storm surge level" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=(10,10))\n", + "\n", + "# plot storm surge data\n", + "im = show(inundation_raster, transform=raster_transform, \n", + " vmin=np.nanmin(inundation_raster), vmax=np.nanmax(inundation_raster), \n", + " ax=ax, alpha=0.5)\n", + "\n", + "# plot junctions with associated inundation level\n", + "ax = wntr.graphics.plot_network(wn, node_attribute=junctions[\"inundation_level\"], node_cmap=\"viridis\", ax=ax)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Add salt water intrusion to the WaterNetworkModel\n", + "The analysis uses storm surge values to determine salt water intrusion across the WaterNetworkModel. Salt water intrusion is modeled using concentration sources (CONCEN) to inject salt water into the system at junctions inundated by the storm. The inundation rate is assumed to be proportional to the storm surge depth. The concentration of salt is set to 35 kg / m^3. The analysis assumes that the storm surge starts at hour 2 and ends at hour 22.\n", + "\n", + "\n", + "To model saltwater intrusion at each junction, the level of sea water inundation is used to determine the amount of salt water entering the system at each junction. The density of salt in sea water is 35 kg/m^3. In this analysis, the inundation bins levels from 0-6 are linearly converted to salt water densities with 0 having no salt water and 6 having the maximum density of salt water.\n", + "\n", + "Estimate salt water intrusion rate using inundation levels" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "name\n", + "J-1 -0.0002\n", + "J-10 NaN\n", + "J-100 NaN\n", + "J-101 -0.0002\n", + "J-102 NaN\n", + "Name: inundation_level, dtype: float64\n" + ] + } + ], + "source": [ + "salt_water_flowrate = junctions[\"inundation_level\"].copy()\n", + "salt_water_flowrate[:] = - 0.0001 * salt_water_flowrate[:] # m3/s\n", + "print(salt_water_flowrate.head())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot salt water flowrate distribution" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'Distribution of salt water flowrate')" + ] + }, + "execution_count": 35, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots()\n", + "ax.hist(salt_water_flowrate)\n", + "ax.set_xlabel(\"Salt water flowrate (m^3 / s)\")\n", + "ax.set_ylabel(\"Node count\")\n", + "ax.set_title(\"Distribution of salt water flowrate\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Add a binary pattern to the WaterNetworkModel to create the concentration source. The binary pattern starts at hour 2 and ends at hour 22." + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [], + "source": [ + "storm_start = 2*3600\n", + "storm_end = 22*3600\n", + "source_pattern = wntr.network.elements.Pattern.binary_pattern('StormSurge',\n", + " start_time=storm_start, end_time=storm_end, duration=wn.options.time.duration,\n", + " step_size=wn.options.time.pattern_timestep)\n", + "\n", + "wn.add_pattern('StormSurge', source_pattern)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Add a source at each junction that is inundated, using the estimated flow rates and salt water density" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "inundated = salt_water_flowrate < 0.0\n", + "salt_water_density = 35 # kg/m3 \n", + "for junction_name in wn.junction_name_list:\n", + " if inundated[junction_name]:\n", + " junction = wn.get_node(junction_name)\n", + " wn.add_source(f'Source_{junction_name}', junction_name, 'CONCEN', salt_water_density, 'StormSurge')\n", + " junction.add_demand(base=salt_water_flowrate[junction_name], pattern_name='StormSurge')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Run the baseline storm surge simulation" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Simulate hydraulics and water quality, extract water quality results" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "name J-1 J-10 J-100 J-101 J-102 J-103 J-104 J-105 \\\n", + "0 0.000000 0.0 0.000000 0.000000 0.0 0.0 0.0 0.0 \n", + "3600 0.000000 0.0 0.000000 0.000000 0.0 0.0 0.0 0.0 \n", + "7200 0.000000 0.0 0.000000 0.000000 0.0 0.0 0.0 0.0 \n", + "10800 1.386737 0.0 0.001646 6.234949 0.0 0.0 0.0 35.0 \n", + "14400 3.360756 0.0 0.023401 12.340333 0.0 0.0 0.0 35.0 \n", + "\n", + "name J-106 J-107 ... J-99 I-Pump-1 O-Pump-2 O-Pump-1 \\\n", + "0 0.000000 0.000000 ... 0.00000 0.0 0.0 0.0 \n", + "3600 0.000000 0.000000 ... 0.00000 0.0 0.0 0.0 \n", + "7200 0.000000 0.000000 ... 0.00000 0.0 0.0 0.0 \n", + "10800 2.495438 17.458763 ... 4.48945 0.0 0.0 0.0 \n", + "14400 6.519385 17.458763 ... 12.33990 0.0 0.0 0.0 \n", + "\n", + "name I-Pump-2 R-1 T-1 T-2 T-3 T-4 \n", + "0 0.0 0.0 0.000000 0.000000 0.000000 0.000000 \n", + "3600 0.0 0.0 0.000000 0.000000 0.000000 0.000000 \n", + "7200 0.0 0.0 0.000000 0.000000 0.000000 0.000000 \n", + "10800 0.0 0.0 0.056707 0.119378 0.018342 0.000000 \n", + "14400 0.0 0.0 0.188073 0.323696 0.039987 0.000985 \n", + "\n", + "[5 rows x 964 columns]\n" + ] + } + ], + "source": [ + "sim = wntr.sim.EpanetSimulator(wn)\n", + "baseline_results = sim.run_sim()\n", + "baseline_quality = baseline_results.node['quality']\n", + "print(baseline_quality.head())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot results" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'Salt water density (kg/m^3)')" + ] + }, + "execution_count": 39, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots()\n", + "baseline_quality.mean(axis=1).plot(ax=ax, label=\"Average salt density\")\n", + "ax.axvspan(storm_start, storm_end, color='grey', alpha=0.5, label=\"Storm Duration\")\n", + "ax.legend()\n", + "ax.set_xlabel(\"Seconds\")\n", + "ax.set_ylabel(\"Salt water density (kg/m^3)\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot average salt water concentration during the storm surge" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "avg_salt_water = baseline_quality.loc[storm_start:storm_end].mean(axis=0)\n", + "ax = wntr.graphics.plot_network(wn, node_attribute=avg_salt_water, node_colorbar_label=\"\", title=\"Average salt\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Run a storm surge simulation with flushing response\n", + "Hydrant flushing locations are selected to remove salt water from the system. The locations are randomly selected, however other selection methods could also be used." + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [], + "source": [ + "np.random.seed(1234)\n", + "number_of_hydrants = 5\n", + "\n", + "hydrant_nodes = list(np.random.choice(wn.junction_name_list, number_of_hydrants))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot hydrant locations" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "wntr.graphics.plot_network(wn, node_attribute=hydrant_nodes)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Add fire flow demand at the hydrant locations to flush the system" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [], + "source": [ + "fire_flow_demand = 0.126 # 2000 gal/min\n", + "hydrant_start = storm_end\n", + "hydrant_end = storm_end + 72 * 3600\n", + "\n", + "for hydrant_node in hydrant_nodes:\n", + " junction = wn.get_node(hydrant_node)\n", + " junction.add_fire_fighting_demand(wn, fire_flow_demand, hydrant_start, hydrant_end)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Run the simulation with flushing response and extract water quality results" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "name J-1 J-10 J-100 J-101 J-102 J-103 J-104 J-105 \\\n", + "0 0.000000 0.0 0.000000 0.000000 0.0 0.0 0.0 0.0 \n", + "3600 0.000000 0.0 0.000000 0.000000 0.0 0.0 0.0 0.0 \n", + "7200 0.000000 0.0 0.000000 0.000000 0.0 0.0 0.0 0.0 \n", + "10800 1.386737 0.0 0.001646 6.234949 0.0 0.0 0.0 35.0 \n", + "14400 3.360756 0.0 0.023401 12.340333 0.0 0.0 0.0 35.0 \n", + "\n", + "name J-106 J-107 ... J-99 I-Pump-1 O-Pump-2 O-Pump-1 \\\n", + "0 0.000000 0.000000 ... 0.00000 0.0 0.0 0.0 \n", + "3600 0.000000 0.000000 ... 0.00000 0.0 0.0 0.0 \n", + "7200 0.000000 0.000000 ... 0.00000 0.0 0.0 0.0 \n", + "10800 2.495438 17.458763 ... 4.48945 0.0 0.0 0.0 \n", + "14400 6.519385 17.458763 ... 12.33990 0.0 0.0 0.0 \n", + "\n", + "name I-Pump-2 R-1 T-1 T-2 T-3 T-4 \n", + "0 0.0 0.0 0.000000 0.000000 0.000000 0.000000 \n", + "3600 0.0 0.0 0.000000 0.000000 0.000000 0.000000 \n", + "7200 0.0 0.0 0.000000 0.000000 0.000000 0.000000 \n", + "10800 0.0 0.0 0.056707 0.119378 0.018342 0.000000 \n", + "14400 0.0 0.0 0.188073 0.323696 0.039987 0.000985 \n", + "\n", + "[5 rows x 964 columns]\n" + ] + } + ], + "source": [ + "sim = wntr.sim.EpanetSimulator(wn)\n", + "response_results = sim.run_sim()\n", + "response_quality = response_results.node['quality']\n", + "print(response_quality.head())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot results" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'Salt water density (kg/m^3)')" + ] + }, + "execution_count": 45, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots()\n", + "baseline_quality.mean(axis=1).plot(ax=ax, label=\"Baseline average salt density\")\n", + "response_quality.mean(axis=1).plot(ax=ax, label=\"Response average salt density\")\n", + "ax.axvspan(storm_start, storm_end, color='grey', alpha=0.5, label=\"Storm Duration\")\n", + "ax.axvspan(hydrant_start, hydrant_end, color='blue', alpha=0.5, label=\"Hydrant Duration\")\n", + "ax.legend()\n", + "ax.set_xlabel(\"Time (s)\")\n", + "ax.set_ylabel(\"Salt water density (kg/m^3)\")" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.12" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +}