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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Primera Simulación\n",
"-----------------------------\n",
"En esta primera simulación vamos a tratar de simular una señal recibida por la antena.\n",
"Para resolver la parte mas facil primero, generemos la función que nos genera la señal de distancia entre la antena y la persona. Para esta señal vamos a tener como aleatorios 7 elementos.\n",
"- La distancia $d_0$\n",
"- La frecuencia respiratoria\n",
"- La amplitud respiratoria\n",
"- La frecuencia cardiaca\n",
"- La amplitud cardiaca\n",
"- La fase de la respiracion\n",
"- La fase del ritmo cardiaco\n",
"\n",
"Para la frecuencia respiratoria la voy a simular con una uniforme entre dos frecuencias, basicamente porque es una idea inicial.\n",
"\n",
"Para la frecuencia cardiaca voy a iniciar con una variable normal para simular a una persona en reposo con una leve variaciòn posible de persona a persona. Eso luego puede cambiar a una uniforme que modele que la persona puede estar en reposo o puede estar agitada por distintas razones.\n",
"\n",
"Para tener en cuenta, las distancias se van a medir en centimetros para esta primera simulación.\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[<matplotlib.lines.Line2D at 0x754a73f83bc0>]"
]
},
"execution_count": 99,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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p1NA3fDJ0cAgVELhhXALt49InXbmZdm/jriGQf6Q6bki2yW0r09XUjB462+cm6Hv93UM7OXcgFqDLS8ECY9HF8w21foRYasju1/lim4NWBynz5QzpqD3+TwMhsehERymB2Zxb+2rPBRplITJeQQY1i3EUlwhRURevKNxCgstW1QRaM+NGIR4AbD+qt6jePyIz4DZVtWKv6nIP6yLasVltA24jeoaAHklxLRVc0hqtYDdcUfhhv65d6praTHv8wEi9DVf091Kw4xuUoS8aac2Nm6BLsrReRRI5MqiRRESs1/1vFbdlaAi0iDYhNnBwefSM2Db9f6Y0Zonx+jmQDCAgnjNpQz75UW/nvnVAe+3x1ZSW4MNcsduJq2v1lNkTE/Sup59SWY69gvs60YHjL6ggny5/iC7apgOzNkl6yal326RAmwtJZbWYWUn336kEJNIX2w3q9nCIvroOBn0jcpMOIprK9v3ppj7a46gAugJRyWqXrD1+8kb9HE4IPkah5KzeSUdKygBwWfvm2mPRTdP2lZzVHndq2VR7TJef/rpqr63HZJTvqG6/lk11bRmdCRfdCHHFTj2TNJDKMAXSB4nKybO6u3Zakjg6RRnUcKDigh7UNPRFoampc8/NlCYjRb8Ybj7sDm+OhrSihLYNzcjcQrvmTbTHbnHkbUhfKsARvYsrmFNt3/b6OdQLvlCZS3kaNY3TM5duEp6/Sg1AvTm7nYNHYp6T1Hv90TE9QmzpDh4f5+xoBBoZ1HCgllr533mFvyjyV1TtWmSFPp1FGpTRwu97z96ii9lETnKEmsXz8HXdtceir+qC0SNNF23/5n3x2+sDQZc13/xOfJuDcBSXXeyLJCqpieKsro1AdwW1EShDYIRSygW8ZTP3BJQ0+0/qZUqREkwyqOEAPVG5YYmJVoiLrG6nO276U+l1wN8evux88AF/TkOvrG9tsKIjnVCA2J4W9PuHrr0DQAeqfOBWol0snpc4Q+HpyPRjIpf3563US3yxgnQNGeXx/23VHl/dTQyPGkAGNVz4x7f6inN8P/9Oj58O1gV5Lwlsb7+Ryl48eG1Xv++1aqbfXB/971aIipe6Yd5BCSEB/9r1h1vEteins37X9HBnO3djQOQbpESnB2U54QafF+DiBgbaC0zkhS89IkGk8qUMajiwidKZNG3QrUK37NWKnCGgHjdpMJ2bPoezF8RUwAP+KdEqF5gdBuLwKX2+Fh1MuoltVMZsXJY72+rpbpp+lIamMeE2U8pATKEGpbr1M/8UJZ4vKhW3q1HUOF8GNRyI1KvipMDCSFoA7Nb06GLKgItuHXYT//j2gPb4vqsDe9SIztFSPTCjtUwEN7y/6KBmXACfHTpDUFYp/tR02rmW4L9YEf8cwnFO0JbjcCQ31cv7buqGEgXxryaNmKMCR+G0eNatH6x/U47IIqVHjXD6nK5ZorVMbsIbpV9m4gL4HQ3JbHnRc6JBL1S8AXRAM0d30x6XCxoQnKeMKDunJFz0/T/fpM91WyJoSbaMEtjS5oGEKzL1GUrz1xy46PtugH5//VhY6tyBuBQZ1EguWRoKb0UkXIaXnp8kqu7jTKUemDUsZQL+HjuiirZpX5Exfdpc9H3aI0VU36MleXqg8hTlcUToSAnPRTWvoz3AZozqdtH3e1HmdV/tLrHlmKxA62cIdEfX/1u9387DaRTIoEZiisbQtEKPTXDDzTQQcyf30x6LOtWXFpMHaiO+g9JBbDwkZnv9m9/pq/5OAbIcTalgTVQdBG1xkBogoKfb60UNzOjjCtc5J+o50MREN4ILqWDIoEZiCvEvF+GhMwQiewaFIp0y4BN9Zk8wRlJdXZ9sFXNUQrj3+/AurbTHj30oZkcgHbgHGntClwY/3Vp80fdFgG5MSIoPXY4VtQx4+NQ57XHOEHcOd80/pjtT/3XKZc4dSABkUMMYepX2zM1ZAbd58Bq9RVr0AXijewVuI/41dQ7BJv+KTktKZ+PWTgl6NerWgam0UFjU1XWcN/TcMPpvH6mPit0cK9cbE5oFmCFGn8O2o4Hdk51mASWcH941JcSW/sNsRYI2maTHtbgJul2+o2B+WTKoYQy9OshsfXGaGvBP/Z4X8INHazMatqQTJl2uD/RbnS9+7ToQ067srD3+YHNhiC3FpR1lIrhP8EGEwXBDMLarWMzSnhFeX6PrM9zwNw/Eh7m6LsitDQw0wTr/gt07RCGa1sEJtg6RQQ1j6Bc7Et1mVZ14QU1tmDR1w+cF1adqDOzUIuDztMj2yzDaFSegg8sb+gb2d6E1Kr/7n5hlD0LTACLhhvwvV8yuGyM0gnuthCO02V4wTU1llXj3BRq6C42eQScCloKaOXPmwOPxYObMmUG32bFjByZNmoSMjAx4PB7Mmzfvom3I9xp+TZ8+/aJtfT4fxo0bB4/HgyVLllg5fC7Q2oxg3TUZlNDwQrV4ZY8jZ/T0OV0qC4aIK6btVPr89+N7hd1eRKEwHVx2p3xQ3Eok7xLRy7GRIHqQH4ohAbpxRCKSDEaoIcIicIayaQh27YxkAeAkL6/I1x6nCWbaaDqo2bhxI+bPn49+/fqF3K6yshKZmZmYM2cO0tICrzY3btyI4uJi7WvFihUAgMmTJ1+07bx584S8iRJob4SuqYFvRFd100WF//hOPC+FeSv18Q30jCSa1pS77cGT5wJu4yRG/V2aNxXPx4a+wUcL/J6PFK8LTPYuBRJC3DCTBPdCOnAi/LXmvqt0k0oR9X4fbD4SdptHrtcnd4uoM8stKHX6EIJi6ipTUVGBnJwcLFiwAC1aBE7tEwYNGoQXX3wRU6ZMQVxc4MxF69atkZaWpn19+umn6NKlC0aMGOG3XV5eHl566SW89dZbZg7bFpb+GL57gw7KPt8mXpcBrfMJdiOin39+2W7ux2QUo4MSV+4Sr/xEBzWR3GxEj3umDnVnp0ctlX39QwRZP9EZEKQcC4gZBBiF/ujTZRI3MaCj/hp9ueOYg0fiPkwFNdOnT8f48eMxevRo1seD6upqvPvuu5g2bZrfzb+yshI//elP8eqrrwbN+NBUVVWhvLzc70tERIzCAxmkuQ06qElxqZsw7Th9+6AOQbfrrRqOiVj2WH/glPb4toHBz+GuK8QNeM5QYw9CpdrvGNwx6PdEojzEvLYWAmYsjUJLAGpcatVAaxZPUVlnUchsJa6Q2XBQs3jxYuTm5mL27Nk8jgdLlixBaWkp7rnnHr/nH374YQwbNgwTJ06MaD+zZ89GcnKy9tWhQ/ALKkuMutS2byFWOxwAZLa62H7cbXywSU/xilhaioSnP92pPW44yZdmp8CdOfRAzkAjEggJcYG77ESAFmyHChx/QnUEVlSJO3co0JgHwv3UfLFagQOCUPPCaEfemjoBI32VK0KMB/FG091F4p3DAVVyMDhDPA2WoaCmsLAQM2bMwKJFixAfz0cc9Oabb2LcuHFIT0/Xnlu6dCm++uqrgCLjYMyaNQtlZWXaV2GhPS27xBshkP01DUlCiTj/6S+UpiYS4mPE00r8Lzd83Vp0TlaIO/DUDME66QCgokrPhogm2qZX/qECMzpW2F8ibnv9nVcEzyhlUCvwDwXrRKOz2qEM32ix844iMf12AKBvu+DT3ptSi5jEeHED/g0COoAbuhtt3rwZJSUlGDBgALxeL7xeL9asWYNXXnkFXq8XdRbbkw8fPoyVK1fi3nvv9Xv+q6++wv79+9G8eXPt9wLApEmTMHLkyID7iouLQ1JSkt+XHRDHS3ogZCBI8H1awNRipNytaiQuuNS4DvAfRCgawTyCGnK/wNO746lSZqjzocseork7n6rQP6PX9gxsRgn4ZwViBBNF5xac0R6P7B78HOgMyG7KNVYEdh/TM5JtQpQBadnCb9//kesxWSFUWYnWLD7z6S47DqfRYOiTN2rUKGzbtg15eXna18CBA5GTk4O8vDxER1vTYixcuBCpqakYP3683/OPP/44tm7d6vd7AeAvf/kLFi5caOl3Sszz/f5T4TcSnA4t6CF+Yokkr+kRmdsoXfYQrSV625FS7XGoTA2tGRItqKHLgKE6uGjfI9FKBvQMsVCvQ4zAZQ8zg09FG8xJH3eoMiCNiJoagmgeNQBgKK+VmJiIrCx/6/+EhASkpKRoz0+dOhXt2rXTNDfV1dXYuXOn9vjo0aPIy8tDs2bN0LWr7oFSX1+PhQsX4u6779YyMQTSFdWQjh07onPnzhc9L2FDqIuf6PRok4j842dxY//0kNudpRygq2rrw9rh28mr6oTecBcOenX9/f6TuKZH8JW43Sz49mD4jQCkJ+vnuDr/BG4K87rZyabDZ8JvBKB3up4NLi67gKwQ5QW7CTf3iUBnOTqIZn8ventfBNAB+5je4RteRITWmM2Z1NfBIwkM87tWQUEBiov1NuWioiJkZ2cjOzsbxcXFmDt3LrKzsy8qMa1cuRIFBQWYNm0a60NyhKeDzH0i/G5sj5DfF4HZt4R+w17Xu41NR2Kc/ONK6rzgdGXI7WgBbq1gokKiIQinu/JrXxfrFCKGtu3/bwQ+HnZi5l762/fzmB+HFWhLgEgzBN/vO8nrcExBdzJFarA3mcpiigBtbHpV91YhthSXvMJS7XFbwYz3AIOZmkCsXr065P8zMjL8IrtgjBkzJqLtCEa2tQtaHzOgY/OQ29IiseraemGyIvTf9dCp0EZXPx3cEa+t3h9yG6fZezy0LoDWSLi1/ZNGlPeRFUQTCt98WTt8tMWYaDZU27QT0MF7pOalX+0Wa6bbOz8c0h6HM3LsmZaI3cfO4oPNR/Di5P6cjyxy/v7VXu1xqA4uALhnWAbe/uGQX1lTBEop759Yi5ITHrj/CigQu6nW2lBdEoC/uFakLhda7Biuph5HdT39INiqLlJSqfbPI2dCZ3VEhXZ9Fi3WJ3O3ItUHAcFdrJ2CZPtuvkyckphRaF2QW4nEiZcgmsiZQLf6hwsuySJLNHuAmCixwwaxj85lxBgY8lhXrwc1Igny6JpvOO+QOCpK3ytoC+v0CGZXEf78iZgX/pfCrDTpi+OCb8Uau0H0KLRDajCIfX9yU7Gs+jer57AkL7xbOKFfe3H0NBJxMNIVFy5T7hS0h06qQV82O5BBDUNobUNifOgLc9/2zbXHIhlE1VDdAneGcXml39wGpxJwhS5fjMuKXIwnUpcBbVefEBd5infNnhM8DscykUxBP6d6PNHz09zGz69UGheOnhHPfypSSEZKNL1E68TIb6AiduUAwNAuKU4fgmX2n9AXsKFMQZ1CBjUMoYWm4SaX0h86keat7KE0KElhArMm1Bs6pZk4EfvX+boWwIjGRKQPaBVVnjxXJc77QxKa/2xUTD5FCpABXRzcJz28X9dItXuuuOwC12Myytg+ygIlkoXKnyf2ASDWYgsAlqjarJ5pgYcd00wfGXmW2U7+76PtTh9CSGRQw5BXVu0Nv1EA3v7+ENsDscCLy/PDb6QSFeVBKzWYEUmPQtegjQQ1E/q15XE4pqihypONoJMVfRtBOebJG3uH3UY0/QOBlD2mDQ9vgUF3t4jEv9YdBhCZoJ+MRqn3AZXV4rwmZLp1JJqfnm31AFQ08bzIyKCGId+ZFMv+Z5M9IxwiwahZFRE5P/e5OJO6aY1SXATq/Ku6Ka2VSw1oJnhDm+hFokeZqJYMbugrpvfFL6/uEnabtCSxyh2Afzdgn/TwgZlomQHCeTUbfOBkeO0bPY5AxC7TlbvCd2XRUoA9x8XU+4WDNkJcJid1R4wMaiR+NBdMpGkG2nI/qUn4dshv9yrBKBnSJgJ0STIjgom4ZIjf59vEufgVUf46zSKYX/PUTUrJoIVA78GD1HsiEo3niz8Rp304EEWl4UtK3anSSK1LMwT0oiBcJ6qo0KLi7UfFmWE1NFPRBYnWpUhw56stKIkm/QQGZYRfidvFiO6Rt96KCjG4Sk+Oj9iTQzQWGixJfra1OPxGNrN4o56BpFedwSAZtjOVNcKk2+mjiETQ36utPTPmzBJJ5uWW7HbaYxG9m+jjC0aPNuE1K07QNbUZAOCZMOasgH9QEy1QCrBcdWHPGRK6kcQpZFDDkAn9FU3G1KGRvdhEwxFJecEuVucr3TMjI/QVIR0SrQQSCv9hiSJkKxJM6GgEo1PGRSwT0ESibSop118v0eY/AZEFZrFefZt9gtgc1FJ/y/sjKAPSmQ2RBu6S4yIdZqFIbhqjadFECszIeyI1gk4uOpAhwZAI7ChS/NhW54tlzkiQQQ1D3tugrEybRNhFQ/Qo878Rp4WV6IJIcBOOB69VFPopCbFhthSXP4zv5fQhXIRR76JhXcWzXE+iSk7h3FOBhlkRMW5E9HFkdwi/+PBSxmThxlvYBR0gZrQKP8+JHqPw6tf7uByTUc5V1Wp6v/iYyG5b5CO0KgINjh0YcWsnDO7cEoB4DtUAsLOoPPxGDiCDGg68q6r0w7HuwGnOR8If4raaH2Ycgcj0FWjwIOHqbsbKgPdfncnpSMzTlhpSGUkZcCzVqiuKd1NJue72HRVBCYBeXUc6Y4k3y7brOqtIzN/o1+pUhRiZms3UUFGjQ2f/arIrlTV0cFkdYUPGhoPKPeKJJeK1UbcQdCErgxoO1AiiB7ADEaN14gHR0cSU4dJKMS7ipNNmfIRt5k1j9Qt9pBdM3qw7cApA5IJCOggSJVPzxMfGbib0uRpxj+XJKmqGk9FAy4jhHU/cKvaloQP1VAE7/YwSbmizU7j/nSIgtw2MbDJsJEZYdkPEzk9F4MkBiDdrCNDrz/cMy4ho+wtUEGC0pZ0Xb3yjDAqNVDBLl3dEcRUmviJHTLjr7hWkDffwKWP+Sx6PB5mtlW41UUw16bKHUeF8liBZTHoEjdEBj6I4I9OLjUjEzqKTGUFXphPIoIYDP4vA4AoA/jBeCRwirRHbwVnVPKxz68iEaZEGDnbyqdoJVEZNkw1FNHWhrxMky0ZGBnyxPbIW7XgqU3O83L0CacKzn+9y+hBMc+CEopf421dilD0i8ddpCOmCFGX+EP25jLTsQZyHb+grhqnmOcqYUZQsnlEOURYHcQLdt2jEPCoXQq+GIrXbT26i+HHQE7udhO6SqIpwlXlZx+baY9E6cFZEMG8I8J/HIkrZwygJsfrqNVKhusjUCvI6TLQwmXvjoTPhN7KBlmoQMDijZcQ/Q7J9oszhMtNJRkqBotgd/MPEsNkXJvUDEHk3Km9ISRmITPzvBGIelQtZS73YkbR+Ag3bP50X2tKll0izHPSKo7JajHQ7ITECwzdAEXcS00HRgppIU7y0QLVFghjmdb1Vz5YpgzoY/tn+HZozPhpztFatCn4xQjwhdqSQmzrxF3Ejsz7cZvhnSPnzmCCZy/UHjTeGkKHBkXaj8oauXhoZQWMnYh6VC6H9HCKNYGm3ThGyNfQNPdLaO32ukXZ92YWRG1FppXLBF2V1TVrkictuJPRT5ytVCDIAkwRXAzpF7sN0ubqtKOZp//juIACgrNJ4QGBGqM4DYtMQybyhxoQI11QaM4nsTYfFuB4RUhJ04bjRLjS7kEENI+iMRaQBQTz1phChxkoL2SKdIUR3JYgw1ZcW1vZv39zwz5tZEfKATHlOMCCK3HpEsVIXpf3z+31K9rLCgMdGujq9ftcxsbrqaHfkcMwc3Q2AbifvRsb0buP0IVgm0kytXUTayUhTI0jjAoHYMKUnxwvlckzj/J20kUCPSCBamXDQM31EKHuQ8lOcNwpNYyO7INDeHenNne8yoL0gvCYCRRE+p3RWwMyFI9LSoV1sMTD1+ZMflaGiH+Ye5XQ0/CELlPc3izOo1ii3DlC6cwYayLLx5Po+SpDVvU3kzrov/qQfr8MxBbFdMNL51IOawyVCEwOx8LggWLBFI4MaRpCbqdE27Q4tlZWpCEENGd5ntK2ZeFm0EcB74eM8/WZoRshGG8A5BR2UiPC+MAOdMRNtxWyGWw3ciEj3nSi6eRIIzBrXM+KfIc7IopQ/iNj5pv6RC7e7qB2cogzpJYE6cZKPhMkDdT2aCP5Tc7/cA0Cs8RkNkUENIz75UbmQ7TBoRld4WvHw+F6tezvJU0t3mPo5YnYnglD4WJl+wfBGKNgGgJ9crngLdU11XstBVy+NDHYk/h3pAvhy0BmzSGehiQgZ9TAtgnlDhDOCXfDJ+8KIxufwad2fR4QMARlBY2TBRYSspZU1QngG7SxW7g3f7o38Wk93MooQ1LgBGdQwwugAwoaQCNhJTpt00yUfUhH0KAlx+kXAiHsqufDvF2AIIR0QDDTQhvvImO4AgGwBSgZ0hikjJXKTrl8INu6BzNwx0ukhikCYkFtQCgCoM5A6ol8/kbKFRsqStE7RTOeRCNCdtLsF05mJigxqJBqdBLsYm4G+oRhxT/1gk7IS/Gyb854W5CbSqlmcIU0NcV0VwZeD7jwxIoK/Sp151TPN+YzZMUr4buQcZt0QeZmHN7Tfz/6SyI30ulFToUWamG4k40KHcKJ6qoSDvob9v9X7HTwSBSJ+H9Uz1eEjCY47X+lGCJnG6iRj+ih6EqLzcSNkvorRv+c5AUpnhEMnldS/kdo7AKwXaEDqfzYWaI8NBWbqylSE9uPCM3oJxkjWj2jLRLiRVlJBAD0fLBzXUjctkcoeOVdEXspsQWlpRPBUIeMa5k7ub+rnRWhiSGmmaJuu7NbK4SMJjvOvdCPhZtV59L6rIq+909uLMCma1M6v7GrMvZJ4iohwEV+5S3ERFnHQZqQ8+t8fTf2c0SCIJ/kmZzedp27CTg8XpfUMRkow5AZaXVfvuJaDDkgmXR7ZTDpAyRBo5yFAUENu6EY6h5rGerWfE8HtvHlTJSBINTkk9FoBsiNEBC9qOzcggxpmkAGsRjuAmqit06cEuCG9vELR9Rw5Y2yI332qDmJYV+d9OT7aotTcK6oi90YBgMcNdIbw5qwBXxcaEbrPCGY7nuhJxk4LVOn7YGcDw/voUhVpUXeKWvXvGeXRO4gihQQze447nzUjbwWjGRfSAeV0Cc3n82GXKhQ20sAA6KUeEbJNhG8EGZobCHH+Si6HXLyM3kw3H1ZKBkvynL340RhR5wN6ySBXkPZPM5BylQilt0SDU4gJD17bVXvs9Mr08o7mxMqtmuk33lqHg5rqOiXL0imlqSF9Fm1I6fTNlAQmVv6Uf/tqH6OjMUfJWVrbZCwg2KsK/0n3lFPQnaEnzhpbwJK33imBuurKz5tbeNmBDGoY89XuEkPbE9dVN0MEleUmMwwiQEpnpMXeSX46pCMA46MCWjXT09p0xsMJSJbFaMo8mwqGnO66ITef0xXGbiZ0pibFYHaENVa7MgHns8g/7LM+RFGUjBlgrIEBAFbuUu4pLyzLZ3pMVrhOYMdpGdQwRoT6s1UGUJO3I6GoVA8EnM4QjOiu6IEevKZrmC39oW9ER0sdDmzUa97V3Y2J8egL/oVaZ7UceUdKAQDlJtyNSabK6cDs0Q+2AgDOGsy+Rkd5NC1HvMMT05fvOGZ5H9f3cdaQktZvGA0IRKGK+jy6dXwGfW2fmG1+ej1vZFDDmN+O6WFo+z8ZGFjIm4wUpR165ujuhn6OvnA7XTIgwUn7FsbKSLX1ejBqZFYRDz5SvTiM3tTpmvt/N1lfoVvh3+uV7iczjrQkiCgucza4NBrM0PRT5445HZgZ6XhqCJn/luqwVovWAiUZ1GoRsbfTmQXaNLC1SaGw09Aat7hoMYdZAjKoYQZZTRjtYhraRYnanU5TA0CUugoyurq8Z3iG9tjpkgHpfjKqzqe3NyrkY02JWvZ4+4dDhn6OPoeC08bE3iIiUrrdKHnqvKsf9jvrFD6+n/kVdZMYkjFzWBek/v6sdkmGMzW/HNEFgPOBBDkHo0EZoI/oMCr0Zk0plXV1+hoZChnUMMDn82lRrFEhG8ksOC0C8/l8OKDOfjJ6Dq0pLYco5TfiohoptH6l1uHVNQtowa1byTMwCJMHZM6Qkc6nhiz8/hCjozEH+ShPMDEhetvRUgDAK6v2Mjwi45BrihEDREKMV/kDmO0oZMXmQ0rG0ozu8BpVl2ZkmCcP/kNNqjfzWtiFpSObM2cOPB4PZs6cGXSbHTt2YNKkScjIyIDH48G8efMu2oZ8r+HX9OnTAQCnT5/Gr3/9a/To0QNNmjRBx44d8dBDD6GsrMzK4TPjeDk9b8jYn5QOIIyq4llCn4PRgZZ0hkCUoMZoF5rH40GbJCU4c3plSujV1thwVJqOBkYT8KBLa+X3PzCyi+l9DHHYkDKpibKqNjJEUTROqxPfjZgHEvaoXkNOz3T7i2o1scXgQgXQXZSdFgo/8fF20z9LAoh8hw0p6fuC0YWvnZgOajZu3Ij58+ejX7/Q490rKyuRmZmJOXPmIC0tsOBs48aNKC4u1r5WrFgBAJg8eTIAoKioCEVFRZg7dy62b9+Ot99+G8uWLcPPf/5zs4fPFCuToenttxc5F6T5KFNxI0MUAX/x3moH/Qvo4x7dy7hRFQnInDZMI/xhfC/DP0OE0lUOnwPxzDEz7uCaHso5XNnVWddSckO04g/idNmDZFlEsowwihV36S8ZCKVZEGVB4Hz2ghKYnqk0LrpnSSaVsRRZsG3q01pRUYGcnBwsWLAALVqE9qMYNGgQXnzxRUyZMgVxcYE/4K1bt0ZaWpr29emnn6JLly4YMWIEACArKwv/+9//cOONN6JLly649tpr8eyzz+KTTz5Bba3zbcR0dsZorZEOH+IcTOnRJZc+FtyN6QDPbmoose81Jtw3yUXD6ZIByRglN4kJs+XFnFdX1U53cK07oLThmmnB7aDO76pxWHS+Vj2HTYeMj5/4vTr/yenAzAoiz/dxGzdb6BY6Xq779DiZCSfBvVGrCbsxdRedPn06xo8fj9GjR7M+HlRXV+Pdd9/FtGnTQkaDZWVlSEpKgtcbWHhVVVWF8vJyvy9ekK4hwHitkdajxFvoVLAKSS16ozymbqaEJg62sNKBmZWRDU4PtSSlQDMZgg3qDXjeSud0ED6fTzN7K79gfHVJMmXf7hXDtXSziQ4u8v4TpZRphpwrFL+k/u2dHeHSVR2umWDi+vj0zVmsD8cU7Vso94hJAyIfVUGI8+rn7aSZI2lLdzr7GA7DV83FixcjNzcXs2fP5nE8WLJkCUpLS3HPPfcE3ebkyZN4+umncf/99wfdZvbs2UhOTta+OnTowOFoFUjb5uWdjLuoRkV5tKDISVt4sgIg80nMMqKHc6u7c9V61s6MhkAECqmuJZHFeKGg25hprVakvK+2o5vRUPCglYWL+KcCTEwHgBzV0NEI5P1X7bBwvp8aVD00qpvhn72sQ3MAQDOTLt2sINfXJrHGP9O3DdTvXTUOZmrW7lcyl4dPRz7t3QkM/YULCwsxY8YMLFq0CPHxfLwL3nzzTYwbNw7p6YHTdeXl5Rg/fjx69+6Np556Kuh+Zs2ahbKyMu2rsJCfTTaJYM1mB8iK3Mk37N4SpW5tdijiuCxFL+Wk+R7xRgHMDVwjadW7h0Y+CZg1p6kuOHeGZf7ZCVJKczNmvKSIC6zT9Fdv6teYWGx4o5Tr0q7ickc/1yRINtf9JMZQzn+tOwwAOHPOeOYyuWmMdj1zMvNHFhsiuK6HwtC7ZPPmzSgpKcGAAQPg9Xrh9XqxZs0avPLKK/B6vairsyZOPHz4MFauXIl777034PfPnj2LsWPHIjExER999BFiYoKXSeLi4pCUlOT3xYtl2xUx2uYCc7OPSJeBGaMyVhD3VLOIMNGXjGsAzAnZRvZUBKpOZkhoTVaCidXlw6px4nAHh4vSF95bso2n29OTxRjMSYZytmtufB6YFeM+lpCFkhlfEbp0WGbCGZoVpHOp3kRgRbp0quvqUVnt3GtCFitmS9v0eUhCY+jqPWrUKGzbtg15eXna18CBA5GTk4O8vDxEW3QZXLhwIVJTUzF+/PiLvldeXo4xY8YgNjYWS5cu5ZYpMsMXalBj9YZOpmQ7gdUPyybVh2HBtwdYHI4pulkUsMWoK9NKBzuH6Ou2mdp1WzUgoOvwdkOXn8y0fhIdhNNeO1U15v1RrnWwDEvw+XzYqU6GNnMOdDehCDfTL3ccN/wzdPb8i21idEKZ4YL6XnS6rdsNGHqnJyYmIisry+8rISEBKSkpyMpSLkRTp07FrFmztJ+prq7WAqDq6mocPXoUeXl52LfPf/JrfX09Fi5ciLvvvvsi8S8JaM6dO4c333wT5eXlOHbsGI4dO2Y5OyRRsLqyJ902ZjQUrGiZoGTuMlub82jZfUy5AdBlLLshgu2OLZuG2TIwxGzs8Cnn6t4kU+PxmMuYEaG6kzqIyupa7UZuRrA9ZTA/DV+k0IaeZsznaJ8kp8c9AP7zkyLFqG8Yb4w6zjfkxeXOuWwTq4WHDY7RsRvmV42CggJERelvpKKiImRnZ2v/nzt3LubOnYsRI0Zg9erV2vMrV65EQUEBpk2bdtE+c3NzsX79egBA167+gwoPHjyIjIwMtifhEP0c7DIY2Kklvt93ChMvc6/RGMmUZZg0nhNBB0Fass2k2gHdwHH/CeeCGtLObVaGQbIKh045N+phdb7eeWVGdB5HBUJ19T5TGi+r0H9/M5mWDMqXxEm9HyHnCuNaN7obs6WDmb/2LZrgyJnz+O0YawGB2esCC8h7WHSdnOWghg5MAv0/IyMjIpHZmDFjgm43cuRIx6c/h2J8v7b4bGuxKbM0QIl8/7Jyj+Uo3gpkdZ2SYO4NO/ny9vhg8xFLrdRWIVkikd8r4XhphbISO3LGnBiP6LOc5J21hy39PK3/OFVRhZRm9l9E6RAkxkSmhs4Q1NTVIzrK/nIgrW0ipoxGadE0Bmcqa4RoTb+6m/FziI7yID05HkVlFxwV3pPrYtNYa7fcsVnGx12wYusRxRxW9K5MsY/OJdSqH3ijgyAJ5CLu5IWD1N7NDiq7Wr1ommlrZwXRJH2db87fZO7k/iwPxxRW25jpko1RZ2hWtGxq3ucI8PcbOmGyG88q9PDARBNlMFpL9PVuZzKA5O8YbcF7ihhSGh07wgp6gWLWmp9MGXeyicHsXD3CjeqoDjMDMVlBBu0eo8wARUQGNQz4erdyEzWbpSBpvVUOlj9Iuv2/m4+Y+vmYRmA21qutIjROFdxcKhT3XZ2pPaYdlu3kWotOtLSlvFN+Q0RD0qNNoildUAxVgv/xiDPjT0jJiYU26e9f7Qu/EQf8ROcmx1UQM8eTFc4MDaZn+pnNcpBypgiC7UMnG5FPjSQw5I1Gsh1GIS3hTk/qBvx9UoxAViBOtqVbhQSltQ6aIE4ZpAhMM01Ohk6hMgxOiTuJieT4vuZS5VntnBeoVqsNCGbnPkVRwViiQ6tr0obNoh37q3xnFlzf7dOzrnSgaAQyO+rPn+5gckxGoa+pZoOS82pgtuMoP2f8UNAZMzLXTVRkUMMQs/N2nOxUaYjZVR3thOuUM3I31U79ziuMu6cC+irq9Llqx0o3pIQ5rm/g4a/hoFeCTok7rXQNAUrHFPGqcSrzt6tYuRGyWJV2ad3M8j7M8OLy3cz21dlkkG2V7dRN3OpkaNIWbTd0Sd9s+egz1ZnaqREu9EJv6jDnzEkjQQY1DOllYiIxAIzNMncD48ELPwk9dT0YtLeLmdZLFrRVTdKyO5jT9dDpbacyTuQmbjZNTXfZOJX5W676iZh1pwYol22HghrSOmvFRO+KzJYAnCsZbGVQ9uqkjnC5+bJ2lvdlBrrTxokOMhbQGrGuqWIPgwwG/Tl0euREOGRQY5E6vwg2w9Q+pg3vzOhozENcU9uadHO9vKMeSNTUOpPlIIJts7V3+pLpVGC2SPXIYXEzf33Nfsv7MAMZAPnt3pOm90HaufOPOd/NZZZY1QDRKYGqmW6hYPtwqiRLd2Oa0TYBeub2pv7O2FWQz3KahbKN00Mk/Q01xQ4bxD46F0BfsMxOqCYlh/gY516O2nprGYLBnVtqj51amf6gDlyLMbmiS6I6RJycNg4A766zbgDopLU9K37/0TZHfi8LgfLe40oJ65s9zkwb752uaJNG92pjeh/aUEuHAjMSEAzKMN9V2amlUjpzKtNDrodmO0sB4I8TegPw15vZSVmlfi0RfViwDGosEueNwupHRmLFw1ebvhGSC4dTNd+6ep/m8WJFB+FkyYAWspn1aqHTqk5OTAfYtND2d9DMEfBvi3YbkwYoM6seGNnF9D6K1VlkS9XZRXZDMpdms68AUKTqBN/8zpnxJ1b1WYAeTDi12NqmlgHNek8BQNNY5d4SbTJbZRX69TebMbMLGdRYJCrKg4xWCejWJtGv48EItADOig7BLFuoQZxWonCSIal1oGOFDkKslI56qroop23hf2aylAnoVuypic50KVymToZ+8sbelvdFdCl2Q8otzU36u4hAtYXp1oRlO5TOTKc+Dx+ok6G/33fK9D7OqQsEIra1myeXWu+6Iq+hU35B5SbGbDiFDGoEgNaAkOGYdkIHY1YyFOdUi/+Nh05bPiaj0BfdG0y2EgPO++0Qo7dJlxufbk1Ib66ajTnsaWHFPfUeNajr3745m4MxyPka5SJuJSBo30LRqcVZyDJYgWiqdhQ545PDgu/2mddlEZabGITJEhbVGpIc2X/inCOdmbS8QHRkUCMAdHbEiXIlbRrYMcXcIEWav3211/I+jELfwLtbmNa97ahyA/hoy1HLx2QGEmBaSbc7LVAtV7U8VlpwSbq9yqFz+Hwb8Y4ynzn9xQildHWNwxO71x80v8iYObobwyNxBie1igAwkUHnGG3gZ6UjzywkML+yayvbf7dRZFAjALQWJ13tQrITkpVo1SwOcV7rAlmz4yKsUEsFNVb9LADndBBE3GvWaAwAflBXt39dZX9wWVfv0yzhrdTeSVB3zqF0O2HFTvOr/Fj1fVjrkLMzCwZnKCv07m2c8drp0loR+fZXS5pmePT6noyOxhykc+l+yu3bKLTI2YksMlkgOZV1NIL4R3gJ4PF4NFFnnQO1a1K6YTVX5OZs+z0taqg5N6IL2YJBO4/GeM2fA/GncaL7qYKqvZdWmvfJ2VuiiL0/MDm2gxVWSmheNTC1IhBlwa8siJ1JadwJnRwA9FA1bj8ZYP6a0rGlkn12buRGveXff30f3cvMiaCGaHnc4BUkgxpBcLJziPxOs0JnAvGBcMLHYGexUjay2rVE/HqstMGaZTVlRS+6F0Qw6nxs/CycEnU25Hdje5j+WSL6Jzb9dkNE70O7pJjeB7kRH3Bo3g/JEFh5L8VoGTOfX5ekXRxXB0B6LZxDfEy0VpJ1wgfsmc92AQC+tJC5tAt3XjkbMU6o29/+4RAAYF+JNaMzEpg5oeV44xs2Lae3q7OXnDC7ost2VjQ1U4cqNuZWzL7MQgflo3qZ15KkW2hDZgH5+3dKMT8eYHuRM3N6CKSDy0pAQK/Myy/Yn/kj9gyWghrqs+REFxfRZ62x6FekNTG4uJxpBzKoEYSNh5S26j8s2W7777aiG6AhH7rS8/bb87PyRHEyMGveVG8fToo330o8QHV37ppqvw6CBDVx3ihL+qw/T8xidUiG8fl81LgK89lLeiipExkCskixcg7nq3V7hFMOTLkuUGfKHVOzHWag9WnrDphvDbfKj4Wlln6eBJX0ayK5GBnUCIYT3R6s6qSrdinB0fw19ht1sbCEB/TA7MBJ++35iW6hV1trrqGaC6wjpUzlHGItls/IJGArxnFmqav3gcQgVgTbOdRgVbvNHGk9k9fCOSQIMucn30IJjw7q1h90LqihFy1mIO/Jhd8fsn4wBiHXpF9YEDvbhQxqJLhtoFJyubq7tcCg5Kz9xoEEouUY09uaFiZPXU1tKSi1eETGYZEdAHQH1Q0WWnnNQs7BanBOzsGJcsFmapip2TliAJBAiYztPo+TVFbFik4vq53uSl3roO+Rla5QetGW7KCZ4nO39GWyny+22683a9VMyYRbXXDZgQxqBOEWtWNoVE/7PS3IovoyC22TTqMJCi22HDqZnj6rdg5VWRyXQZcJ7C57EH8fq1kikm1ywmGbNnyzEmDSs37s1kHQx20120ImZdud+aPfu3cP62R6P3Q3ZMeW5jVSZiHNB6zsOkg3l51UMRBs24X4R3iJ0E9t6W4S64THCykZWMsQkJVIOwe8drS2WYv38Ku6OWcu9YSqp8o/bq1b5jilP7D7RvTBpkIm+6FvygdO2FsKbNFU12dZKaPRpSurgapR6MyQ1dU1KV/ZnW2if5/VwGxoZoq6T+e6S61mYFNU3SALMz+jkKwvCw8w3sigRhCctOffqg5ci7ZQewf0FR1JVdrJm98dBAB8ts1aavbeK52rGbNyCh1ITTS2+0ZEfEWsQktQTtosUCXjDQBrBoK0RcL7jIK9SNENNa1/FkvOKkHyGQu+Q2agr4VWtE0AXc60//pKyvJWsxzXqaV1u8uAdMbM7s+iGWRQIwik62bdAft1EDuLldbTZRZrtbpA1dlhkFYgmbJEQQSSZhjWRc822X0BJCMBrKbIaSNIu23uSSs0y3k3ZFKzXdQyGGZJIIHxs6pXiV3QHYhWMwQkU0Ymp9sFbZNh9bVwysuMFrmfcFA3GSkyqBGErUdKATjjAkv40eKFl6yGdhU7689hBWI25oQXxK2qrsqKnTpAXJWVx3aXn0hAQGeLzJDSTPcJsr/swaZcQNO5tb1ajspqJevH8npi1cfKKPSoEqsdmhvUIbsvLs+3tB+jkCwXAERbdDonf4NCmx2q6c8fq0wsT2RQIwj7S5xx7KS5poe17ifaP4FcVO2CzIaZfau1DgOyGrpQU2+7yJb8ttbNrBv/kVWh3fb2LGfEkLk/dq9MiSbpXJV1PxDSbdOltb2eQX//eh8AoJKhpwldlrMDunvPraNP6A64RItjaD7MVUT4dg/bpRdG1/RkY53BExnUCMINfdPCb8SZX4+yNpGXdkO22yAqRl3FtLDoBUHPZ1m7395OqGqGGQISXJy9YG9wuVN10WURDzoVmD33+W4Aenu/FQapAyHtDsy+3Xsy/EYRQsTzN9ssUO3cyv5OJdbQ79wWFg1Cncri1zLUNtmB+Ed4iTDKgVlDBKKqb2ZRRzIwQ9cg2F0y0AMCq4JC/eetuJia4RvVRt3KjJiGkBW7XSzboVjCL95oXRhbVKqk2YvKnB0IaYVYrzMC1b6Uv4xVerRRSg52l2Qz1UwdC2+Zh67tCgC41mbLDPK6swjQOqXY38oN6Ndyb5TH8nxAO5BBjSDQN2O7yx6sAgK6ldvuizjp4LIyMwkAmlDzl+jWXjsgWRWrM2JodrtY31Su/j1+99+tDh+JeYhA9cAJe8vLZCDrSIslZcC50SEkQ3d5J2v6LABoq16bomwuY7GY0E14YnxvAPa7bBMpQa3NrthmkUGNINB+GHa/ecjNlEXZg9SN7Qxq6Iut1XJLrDdKy1g5tSrZz9CXxapg1ywsMwV2QwKCWeN6Wt7Xqt3K5HUyNNYuatWsSicGRm0kc7j3uL1CYZblWKcsM8rVklEpg9IRubba7WXmxFgGK8igRhBo91E75z/RugGrWQ6A0kHYGJjRQrZyBhePLuogSKds4W/Iamt5HwM6NgcAdG9jb7dCT7U7YuZoa/osmiSLAkvjKO/dJAct9a1CAn0Wn2li9UA7LdsBGWbJQuxM/g52n8NTS3cCYNMK7VTGzIlxK1aQQY0g0KUfO9XtheqFAwDioq2vAE6fU8yZ7LS3p4OPLAYZAiI6dsKoCwBuHWBdkJmRotTw7RbZEuJjrL+X7hiszCS7dUB7y/syQg1Djxen2Ki2MLMot+yxOUNDeOMbZTAuC9EzaUe3e7AoS10eCWqO2NzSPaBTc1t/n1Xc+6ltZNAp1mM2CiPpybFxDE3O7DTqqmYc1BAH0IMnK8NsyRZy0YpjEBCQzJ/dPjXVDGfEkEnddgeXRNPEouzxzM1ZAIArMtkZ+UVCrjqQ9V/rDlve1/V9nGtiYEXBKWcsM1i2wfv8XLbtWzSSMRtklI/oyKBGEGgfhsxW9nla0FoeFqtrwk4bBara7CoGqXZAT3s/v2w3k/1Fgs/nY2r6Rsp/u49ZmyNllAMnlZsHi9fCqXQ7gUVLt5NToQE2pRtiBmnVLsEsLKRtYxmUdM0wLkux6rh9YAfL+6IXKHZaZpDPn1ta7C1deebMmQOPx4OZM2cG3WbHjh2YNGkSMjIy4PF4MG/evIu2Id9r+DV9+nRtmwsXLmD69OlISUlBs2bNMGnSJBw/ftzK4QsHaZ1kGVyEg6TaezJ2irzOxhZ1LRhwQbthMGrrfdpKzMoQRQIx6vqEcmXlzSnGq0fyd9he5EwH11EGaX5doOpMGZBFKZNcj+wux5H26z9NzLK8L3rkRb2NJSjyurdKtN5J2TVVX+zaWUYjCySvCzxqAAtBzcaNGzF//nz069cv5HaVlZXIzMzEnDlzkJYW2GBu48aNKC4u1r5WrFgBAJg8ebK2zcMPP4xPPvkEH3zwAdasWYOioiLceuutZg9fSMgbv9ZGPwjiPcHqgkVWJnamKonz6zmbDf9Y8uUOPUBnlXGyG1rgzmIl+b0q6nRq7MbYLOuGmMRZefPhM5b3ZQTiaTJlUEfL+yLn4NTIjQQG3T509tNOvx3yN4tloFdMitczZXbeI/areiSnNIZGMXX1rKioQE5ODhYsWIAWLUK3jA4aNAgvvvgipkyZgri4wPbvrVu3Rlpamvb16aefokuXLhgxYgQAoKysDG+++SZefvllXHvttbj88suxcOFC/PDDD1i3bp2ZUxASbSCkjen2c6oLMKvf2Uq1+LdzqOUb3+xnur8Hr1GMuibZKFCl5+qwyNSkJloftWAUevXIwihsk82BAODvEXV1d+seL/TsHzv9p1iWZMl1qbTSXkfb6to6v99vBXofdmbN1h9QXMm9jOaItVY/19W19p3DB5uPAPCfxSUypt4t06dPx/jx4zF69GjWx4Pq6mq8++67mDZtmqYz2bx5M2pqavx+X8+ePdGxY0esXbs24H6qqqpQXl7u9yU6pB354En7RG1/+kRpOcw/zkZ7QT68drZDr2ZoVgfo4uk6G1dDtKCQhaPwH29UjLqy2iVZ3lek0Cu59ObWBZIsdAhGoa0IWNxMS8r1kpydNgcs9Vn03+EAQw+lcKw7oHRwsQjMaPO7qhr7Mrr7VdPFz7YWM9kfKbHbmalxG4bfLYsXL0Zubi5mz57N43iwZMkSlJaW4p577tGeO3bsGGJjY9G8eXO/bdu0aYNjx44F3M/s2bORnJysfXXoYP8F0iikY+H/rWabeQgF61HypIXUToHqIGo8AwtiHUi3k0CKVemJDNLzwD6dEblpt7Q444Zw+yDlM8tyWnY46Iwli4wZne2xM31POvhYDBalQzFi2WAnLLRN9JTv/6qZBzvZfYzNorqoTMn8nbE5awYAHVraO9DULIbe8YWFhZgxYwYWLVqE+Hg+Vs1vvvkmxo0bh/T0dEv7mTVrFsrKyrSvwkLrs2gaI6y1taSF9CvVSdUOBqtBDQs7dUC/me0qti8wIze8foyceJ3oHNLbudm8qcg5sAguIoXWBbE4D9IOC9hX9jhEZXpZZJtSqCA1zmtPEwMt5i1hsPCiu0ud8N2Zrpa0WTH7c/ssMwapruSPjOlh2++0gqF3/ObNm1FSUoIBAwbA6/XC6/VizZo1eOWVV+D1elFXZy2td/jwYaxcuRL33nuv3/NpaWmorq5GaWmp3/PHjx8PKj6Oi4tDUlKS35fkYn46pKPfv1Zxov2WCP8yGbUckiyTnWVAbWgco4CA3MxYlRUjgbQPE+G2VZzImNHGlyzKgHRgZFdJlrbkZ1Hxio+JRlNVrFtnky6IFvNe3b0V033bWZIlAeE4xi3ldmbCiVbOzq5cKxj61I4aNQrbtm1DXl6e9jVw4EDk5OQgLy8P0RYV3gsXLkRqairGjx/v9/zll1+OmJgYrFq1SnsuPz8fBQUFGDp0qKXfKRK/v0GZNXNdb/vaocl1Ni2JTebNiZk/NapoLoZR6WbrkVIm+zECa9+Jqtq6gI958sqqvQCAiipr87cIsVQ7tF1tuFsK2IqTPR6PpuewK1NDl5xYecvYbYRI/60GdGSTgSXBjJ3eQSQIJNPaWTGYcck9FOS1sDNjagVDQ1USExORleXvGZCQkICUlBTt+alTp6Jdu3aa5qa6uho7d+7UHh89ehR5eXlo1qwZunbVU3L19fVYuHAh7r77bni9/oeVnJyMn//85/jNb36Dli1bIikpCb/+9a8xdOhQXHHFFcbPWlBIy56dXRIsZ8QAwG/HdMc9CzfaWn89dU5JT0czmsA7Lqutpm+yiz98vB2ALo60Cj3Y83x1nS1lA9ZzdeggdUvhGVzeif+FXJmVxUbUSSBaI7uCS3o0RnNGk+a9No8OqfErA7K5NqUmxgMot3V0CEuHbQAY37ctPttWbKtD9bajZQDcYzXB/CgLCgpQXKxfFIqKipCdnY3s7GwUFxdj7ty5yM7OvqjEtHLlShQUFGDatGkB9/uXv/wFEyZMwKRJk3D11VcjLS0NH374IevDdxTyprFzoOWBk0p9mdWHrqkqUI2x0ajpn2sVHc/ijQVM9je+n/3uo6zLdnTGzK4MAW0OxgJ6Zbi/xJ5SIGlFZyV2pnmXwciCSCClG5YLC1LSKrNJoErOIcrjL/K1AgnM7CxnkpIsq4AgLVnNmNmUuaxm7D1lB5bH365evTrk/zMyMiLKPIwZMybkdvHx8Xj11Vfx6quvmjlMV0ACi8On7Js5tEXNSGxXo3GrOBGYEVjdvOkLkM/n8xMZuoUOLXWfGLtW1zf0bYtXVu1l4u8C+Ac1rW3y3SGreB5l1A2H7PHdqWGcHQD0Lsk/f7oT4/ryD/qrapRzYHnvJvti3fEZjB1F+jWVVelGc6i26fpKB4C0Vktk3JFPukQgH7aC0/YOUgTYaQmIMPJoqb2TZAH/Lg0r0EGNXau6CWp2iMzZYQERd9qVbidC2C6t2Qi2o6I8mibErtQ3S3+XhgzpbE/JQFtQcHjZi8vYTZ0OxQcc2q5X7lJcu/+qar94QxtqstL7kfflcZsCMzpT44Re0gwyqBEIO4dANoRVyYVOFduVqs5Ub6JP3dSHyf5iHXAfJf4+bRgJtgFKB2GTURfRjrDMELRTTQntCi5JUMNyzg1pie3AcGJzKIhg+wCH7j0eZblArNjp/rl+tJ6JhV8QAKzOV4xG7ZrpRmd5ezCeD8gLGdQIBL2Ss1MsDLCZEQP4R/anK+0x6iIZiWbxlqupAPyDGmJzzhty8WCZkTirdiGRVD5vSNeTl6H5EQmQ7Mo2Pf2p4v+xbEdgU08zpCUrwYxdATKP8RJkMOZN/a35h0VKL5fcQENBX0dYCfW3MZIJRAq5nsfHuCdUcM+RXgKM6aN77th1ASQ3IFb+KKxaw41APnhxjDIEUdRNeZ1NQc1JdcJ1LMOyB4mL311vj0D13+sVoTbLvxnxyDjHqE08HDwyQqRk4JaBgIFo30LRaNk1HXqg2rLcJomdluqxsYplhl1lQPJ692QYoLEq7UaKXo51T6jgniO9BIizWcvh8/mYlwxSqaDGLrMxYqPOqm5Nk8HI0C8cG1URKT0riBVL8+wdRMeyHX7rEWVl+sxnO5nt027IwoGVf0847h7aCQAwulcqs32SYNuumUPkZjqQYRt/WrISINmlzyJ/K5a/7/c39AKgZ6d5Y+fwT1bIoEYg6MDCDmdev+F9DDUEpFPFjg/EhZo6nFNbDaMYdikRgSqZOm4XWwpLme/TTk8LgM+MmJMV9pQyyd/q19eys7X/X67iUvy3r/Yx22coSLdezzR2zrnEXZmVW3Q4NG0Tw8wlub7a5XpOJmmzLMcS40C7ugGJwzbteyU6MqgRCFpka0eqmp4Rw/TiYaNRVxnVZsjSR6FbGyVlbHfJgNX8KkB3HR1ok/soWT0+dSMbwbYTkEGg7RmKeu0q2RCqOQQE5Fqx1DaBKnvROdnXBZuCmnd+OASAbebSa7PG7M3vDtjye1gigxpB2cxB7NeQr/P1oZMsL4BEk2JHqprWU7dKZNeZEWvjxYMeAUAmU7OgS6pSOrPL04J0biUxtKG/bWB7AMAt2e2Y7TMU1S7UEDSklsM5fGxzCfPN7w4CAH7kkLnksc9ArOWgxyNZH7vcqbu0ZmuoaQfu/eQ2cv7LwaehIXTLIcvy0xFV42LHOdCZFLbpdvvcR+mWa5b1d9KWbLf7KMubKbmo2uV/SDrFWL4OT0zoDQDISGkaZks2vL9J+dwdY+gpY3c7LxHO7y1hN1F7Z5FumWF3dykriO7yZEW1LQ6/ZDHBUrDNGxnUCEonGy6AtCdKFMO6L+G9DYXM99kQEnQkMWrnJhA/iL+u5G/URWeDWAaXdmsIKquVujvLwXcx1FBLO9hwSJm9xbJkRPxpWtjk8UL4F8OxDL+7vgezfTkFfb2zY7EyLkvpZh3DcEAxPTl+1zH+vmZkIOcIRi7hdiCDGsFoFqfcnO1wbyRp6v7t+fwuO6J7Hv4uNHY4I9PZJpZOtsSm/fU1+5ntMxhVtXU4o5otspxITDra7OqkI+woYnfDIOdgtz6rRxt22RUSkNklnCdi84dHd2e2z4mX6R47dgTJCeq1PJvRlHEAaBKjdz2xMvQLBVlweV1UjnXPkV4iEA8FO7QcvDwIiIPqTy5vz3S/gaipZS8otJuiUr1MwGp4HwCsP8hm4nck7C4+qz1mOSurqkZJsX+xnZ0ZXjDooKNjS3aZ0lhtXo+9JQ9S9mJBjM0t3e2aK0FNJkNflngqILAje8lj5AYZaAn46wl5oS0aXXR9dc+RXiIQLYcd1vY1WhTOtvTUv31zAP4t47zIO1IKgP1MmtsHKoLdYV1SmO43EHSZwI3DMwF/3wyWLax22cEDij0AgaUwmfw98o+fDbMlG1LVdt8WCewE27YPUqxln4GNjvJoiwY7sma1HDq4AD3gs+P6+qFqR1By1p6ZXyyQQY1geG28eHy/7yQAIP8Y24utnW2Hf/x4O5f99lVLcomMtTqBaBbHx0jrqRuVlbodcVIdtWzslMJudW2nDoUuSdBpfqucOqd77Jy9wH8eGtGLsCxPkBvzueo6v+CPF+S1YJ0hIFkTOzI1n20rBsA+gNKyZjYEZqT8/vk2/plSVsigRjC2q7M9SAcDTxZvVIS8ZxgPnoy18UPHKwUba6NAlWXNnYZ47XRP5d+5Qm4S6clsx2T8+tpuTPcXCvJ+jfKwFc7TmStbysocutDo0s03e04w228wyIwj1lmOC2p3m13TxgHdwI4VWgOAi8du8EQGNYJx+FQlAGcndluFGOK9s5b/zKH7rurMZb9eG+f1kN/ButSldw7Zdw6sBYWklMIycxIM0vrO+hyu7amPK+D9WtTU1WsO2yxLN/RAQ96BPp0JKi7jI9R/eUU+l/0GgvVIA9Lmvt3G4Za/vY6dYJs3Mqi5hCGD1nq3ZefvAtgTzBCaqg6wd17BZso4gdTev917kul+A8Gr9h5jo9dOtSbYZlvr8tooUD1xVvFGYV2a8EZHaUFBFeeyx3fU+5Xl+4l8zgCgVTO+JUF6qjzpIGKNnTY1j17fk8t+n/t8N5f90vRTy/B92rG9R/BEBjWCQTqGiBiMJ93V8sQkG7qUeEFudl6G/i4AsMHGziEeXRKAvlInZog82XdCWT3uP3EuzJbG0AwE63zcDdP+znE2U6yNWTMCS8E2oLeI8xaoXqDccuksF0sm9GvLZb80xJ7DTcZ1DdEE29H2DNBkgQxqBGN4V6UEwbKVMRgkIGB9M/3zRPtm/+hZDrbncN4GMSSBeKKUn2c7NM4D/W/C22/niSV8BNv068o741RRxU/ESwJM3ueQ1ETPbNCO4SywqyRLbqTxMVF+Wh4WjO2jGOLZoZ7n4bAN6EHSFIYjVYJRzWnBxRMZ1AiGvToIMkWW7duAGAfakW0iAUE043OYNpyPVicQpKWbuNmygjj8Av7zpdwEfVP7KJet4LIhN/Tlt3onU8ZPn+M7bZyUAbumsp/Z47VJPE8yQSzdtQlem5oYfD4ftzlitw5QMut0SZAXB9TMKy9zUx6450gvEey0hV+nDlzjVfawQwfxndqWznrOVFs/kyt3BgT9VL8ggH+QPIpTmYBuSy7i3LFCPnuje7GztW/Ic5/v4rZvgJ+hJgAcOa00MRw+xbbE2BDtHDjcSO0qA9LaKdYBQYxNXjtEYwYAbroCyqBGMMiHzo4p3WcvKCv53IJSpvsl52DXzCFAH4DHCroDxq65QyxdbAHlYtqiqWLAxvscuqiZgV9cncl0v7QZYe+2fFvT9ZEb/FLte4+zG9AYCF76LED323nmM76BGeme5JHVOqdmL7cf5dtd+rnqUQPw8NqxZ9FITwK3y3SRBTKoEQzaP8GuDMHBk2wvtORDx9r/JhR3DGbb/RTrF9TYk+WYfk0X5vsm5Ru7dBCs3akBYGAnxceH98eBVzmW5p7hGdz2DQDHy5XgnixY3Mgrq/gNkV2+4zgAYClnp+oSKsvBOlNDPJQ2HuK78KWzTXTWV3RkUCMYtB01y0nBobjzik5M90enjXmnqju3UgTVLG3tAf+bM2/DNM0fhcPNlASYvFuJddE5+3OIi7FHZHu8XPns8dCQTlJ1EC0Yi3cb8vuPtgEADp5k/7lLUP1WyGw3XrAcJuoU3ShNE8t5bgDw6VYlC7SvxJ6sX6tmsWjC2GuHJzKoEYzrqDH1vFsnycV7AGNHWzrDRNdleaC1dLP2R6EuRB//yFegWlvHL8tRWqmk8GnRMA/OnFOycjyCmhibyplvfHMAAPBxHvtVvJ3W9rz41TVdAQCZrdiLkGl4tltnd2zObd+ByOLg77LLJmPWWhsylzxw19FeAnRprV8weJYMfD6fls5nfSNKSdB9GeK8fCN8bUo34w8ereVYf4CvZ80xteTIYxJuuVqGeOnLPcz3TUPm3PC44JKL6ynOnUM80duh+S5UeHapkECf97Bdoi0bl5XGfN/3XaVovgZntGS+bxpy7Y7ncP37+ZX2dGbWcFxs8UQGNYJBBxg8yx50Foj1hbBJbLS2T94XwGNqySCGo7iTDLfkxQG1VHC6kt9NO6+wlNu+ab7Yzn7wHelwm/MFfwdVgE9gEK0GyaTExYtJA5Qy7C9HsNdn2dWZSfbPw03YrsCsmpNLOKCX2pObsJvCHggyJ8uOAaYskUGNYERHebSyEM8PHp3K55Eh6NBC8ajhqZonXRIAnxQp8dtp1cweR9DdxWynpdPw1kEQeKyu7eKyDs0BAM/cnMV838RygAyR5QVZCNEmfKwgJbTjnFvrazm2pRO9H2/h/Hm13MtaTwPoNgccdu3Hgm+VcizxWHILMqgRGJ6Zmh+PlGqPeaxM7Zgke+RMpfaYR6dYmyTFq4Z3GZBweSf2gQcRqA7NZDsssyHkAns/45ZuOyGr+KR49gEBGTLJG57GdWSQImuTyIZUaU687O/a5O9y8izfG/WfPtkJQM8yssSujNlXu0u47p8XMqgREHKfW3/wFLff8aXa2gjwWU1otvAcMzVRlO4luSn7VGycDedAd7iN7NGa+f5JirqGs+icWPKztrUHgD+M7wUAGM95Xg/PLrT2Lfi7awN8dRBr9/O7HtH8/WtlBtcWxv5ZAFCvXlyPlV/g2l1ayTGIJdmmiiq+4n8y8NhtyKBGYOavOcBt36QVmhdbj5QBAP69voDb76AzWamJ8SG2NIc25ZpjUENnsvhkzOzputFupjzS7WqgVMdby8HRa+eJCb0BABkpbA0WG0LafS/UsH+9r+Cc7WvItqNlzPd5jNI02WkOyhI6g3X2Aj8vsLFqKfmqbq24/Q4eWLqKzpkzBx6PBzNnzgy6zY4dOzBp0iRkZGTA4/Fg3rx5Abc7evQo7rzzTqSkpKBJkybo27cvNm3apH2/oqICDz74INq3b48mTZqgd+/eeP31160cvvB04TC/hUCGosVxnumximMKkwQEHVryWQV/ropen+VobU+6twA+GgK7um542vPbZQu/U+3ciuJgVJOoil7tmqHDw1xu6lC2flZOkJakL354ahZH91IMNe8ZlsF837QGcnX+Ceb7J5BFI92R6wZMf8I2btyI+fPno1+/fiG3q6ysRGZmJubMmYO0tMAiwjNnzmD48OGIiYnBF198gZ07d+Kll15Cixa6xuA3v/kNli1bhnfffRe7du3CzJkz8eCDD2Lp0qVmT0FYyCDIIZ35tR0SdT4PHYdd8BQUAvas5KrqlDS1x8Mny7G/ROmsevuHQ8z3TbhQU6dlBrj61HAMauhSBA/jOjJ2g7eRI4FHRoh0I/FoLKAhmqYXJoW+t5jhyq561oHna0Gyizwy4vRnrBmHDjECz+wrT0y9OysqKpCTk4MFCxb4BR6BGDRoEF588UVMmTIFcXGBu0ief/55dOjQAQsXLsTgwYPRuXNnjBkzBl266G2JP/zwA+6++26MHDkSGRkZuP/++9G/f39s2LDBzCkIzUC1U4XnTbWmlm9AMLaPEsDexditmIanKNIuCk4pYmefz98bhxXLdrBvsW7ID/t1MSSP0g25uH67l73okkB/1nh0u2mlTJvM9359bTfm+9SyfvX1XEe4tGuhBGRpyexLylFRHk3UzrMky7OUSbe6N+Xo9KuNDeEcxLLG1NFOnz4d48ePx+jRo5kcxNKlSzFw4EBMnjwZqampyM7OxoIFC/y2GTZsGJYuXYqjR4/C5/Ph66+/xp49ezBmzJiA+6yqqkJ5ebnfl1uItWFlWs1x8B0AdGujpCx5WM4TctWhn/nH+bRCPz6uJwBgAEcXUiKK5EVKAl9bfsC/XMOjnLlmD78UO4H+rI3uzX7iOFk8HDlzHvUcBark75/IoYOLXJd8Pr4jXHiWMun98ry+agsuTudARLw8y8pvfX8QAH83ctYY/osvXrwYubm5mD17NrODOHDgAF577TV069YNy5cvxwMPPICHHnoI77zzjrbN3/72N/Tu3Rvt27dHbGwsxo4di1dffRVXX311wH3Onj0bycnJ2leHDh2YHS9v7OgcWrVL6X46cILPbCY72g5fWsHXJZfojniYgBFo92UePHtLX677B/xdoxPj2XehtUliv2JvCG/fJvoGerT0PPP9E8jNlKdNA8C386aW84IrxoZSIGmH5lW60e4RdfytAv659jD338ESQ+/8wsJCzJgxA4sWLUJ8PLsLTX19PQYMGIDnnnsO2dnZuP/++3Hffff5CYH/9re/Yd26dVi6dCk2b96Ml156CdOnT8fKlSsD7nPWrFkoKyvTvgoL+ZpesaTgtFKS+F/uEW6/Y+Uu5UN3gIN+ANDTrm6edUNae3kKVId24dtRQlL4RKfFAzJ/i1cL6N0cxJYNIa9xbHQUlzIgXa3hZTtfX+/TMig8bqZ0UPNhLr95aIfUkiyvsgcJyEo4z6UD+E3S1ueh2aPRchOG3jWbN29GSUkJBgwYAK/XC6/XizVr1uCVV16B1+tFncmosW3btujdu7ffc7169UJBgdIOfP78efz+97/Hyy+/jBtvvBH9+vXDgw8+iNtvvx1z584NuM+4uDgkJSX5fbkFoh0oPM1vRcebKlU4+sFmfoFZzpCOAIAWHDxqALodmn+qnXRLsIbc3Go5dnpog+843azp15dXkEwyNby6k7JVt2KA3/uJnsTOIyCgMye8Sjel1KiQ85wNC3l2NRJ4Zdt3q516+cf4uZATnrMh28sSQ+/8UaNGYdu2bcjLy9O+Bg4ciJycHOTl5SE62pxoafjw4cjPz/d7bs+ePejUSRGZ1tTUoKamBlENBKHR0dGo5zzDo7GSrq7g6W4Alizi6E9DIMr/n1zensv+SaZm02E+qy2AyhBwupnaUQa0SwOh/C4+53GiQlm18yqrREV5tLZuXpm/T7bqbdw8Sjd0Bqt7Gz5tvvRMOh/4ZiGKOZYBCb8cwcdhmzhU/2UlvxJ8J7WDrkeau1q6DYkFEhMTkZXlPxclISEBKSkp2vNTp05Fu3btNM1NdXU1du7cqT0+evQo8vLy0KxZM3Ttqoyyf/jhhzFs2DA899xzuO2227Bhwwa88cYbeOONNwAASUlJGDFiBB599FE0adIEnTp1wpo1a/DPf/4TL7/8srW/gIA8PLo7/rJyDxI4Ktv7tEtGUdkF3NCXj0urHV2A1ZxvprwEyDRkJcfDxRbQb26nOU64Ji3QpJOLNfTrW11XjyZg/7l4cVl++I0sopVkOYlsz17QAzJen4kBHZsjt6CUW3BJB3yDOE/SnjK4I5f90iJqu+bG8UDLwLqsu5T50RYUFKC4uFj7f1FREbKzs5GdnY3i4mLMnTsX2dnZuPfee7VtBg0ahI8++gjvvfcesrKy8PTTT2PevHnIycnRtlm8eDEGDRqEnJwc9O7dG3PmzMGzzz6LX/7yl6xPwXF6qNqEHhxtqnmL8f50Ux8u+6Wp5TgJF/C/wPLq9thRpKSRq2r5pNrpv82uYj4dgLPV6dmnOAVO9Hu0itPE4JMV/PUVetaMT6amY0vdm4bXZ4J3EwPZb9PYaG7nQDK7TTiM9AD8X19eJdm2aqb9ikyeXmZ8F428sNzWsXr16pD/z8jIiMjTYMKECZgwYULQ76elpWHhwoVmDtF1xHr5rugAPY3P6w3bVXVD5qV3AYCt6lBOXoHZpAHtMW/lXgDKhSo6iv1F8KMtiuByOTWLiyX0BZa3Iy8v6LLH+5sK8SAHD5bJAzvg+WW7me+XhpS4LnAKzEjgzdNQk3dgxrscC9AiWz7nQF+3eV1f7xjcES+v2MN13M0JVUjN6/rKC3eFYJcIetcNv6Bm9zFl1c5rJWFH2+SP6nypL3fyCQjoVuIql86J6UCt3nmlkXn6+DSETIpmDbmJ3tQ/ncv+Ab0D6tnP+AhUiRicpwMsGdTIq3OIdPPwzA4QLx9egRkdLPHWmfG6RxSX6XqjS8J8T8IXEmjwKhcAwMkKpVRwhlPJwGujgyoZnskaeoXCO8vBa8UVEx2FVs0UAz5eHVC905XOwhmj2GdQGjKQk87CjgwBIZfD9GmAfzkWADarovk5X/DJapEBjTw1YAQe4zAA4PNtuvwimlOAyXtQ7Zlz+qDMOpc148igRkAqq/T0NA+tBV0O3M/JfI8YmNmR4bjzCj6CP4/Ho108eAU1w7sqPjU8AwLSJcYr3U6GcvIMCAarwUyzOD46iOpavhozmmt78mnfJ4GAXaMYeEC6eXg6Fr+z9hAA4DMq+GAJKYvzhGTjdhXzaWYgEggAaNec72R51sigRkDKqXHyPG5E9AXj6u58WrrplOWOIj6ZFKLXuW0gP7dokt6t4WRyxVvbRO+b182uhrPoHACaqbb/vF4HIhTm+Tr8VPVV6pPOxzPrz58qXaYbDp7msn87WHeA/7FzHFsFAOjbLpnvLwCwkfOIGHJdio7yoAnHLlweyKBGQOhWRh5BDS1kG9yZj6MtrdXZx0kHEa1qROxQ5y/bwWdVZ0dAQFLgvDI1Z1TDNJ6tn1rmj1NgRqzgeTrlEosGN2dS/jC+FwB+2qMbOWqaCCO6t+a6/6axSgCezVFrxjsbRK4VaTaMKGGNDGoEhBZ38rgA+rUccqr5xlPzgFo05TNU0Y6AgPBxXlH4jUxAXFN5Bma7VdfRd9fxmeHydb4ycPLIGX5mZiRIvsDZZZbnTCPeXTd2QEqMvPRZ3dWuyUkD+BhqAsA96tgNXhkz8rfhdd0DgMmX851laOe1lTUyqBEUMlKeR/cQrZjn7WcB8OuwIq2xdmRq+rVnn1Kur/dpAYcdkHlfvPhmL79p2p9uVTJlvK3teRpeks/EOU6BE8mePMRRn8W7M5Ms4hI4aacA/XrES7dTo5nW8QsIyGvNYUwZAMoU1GWdT4AMaoQlhqPQlijmozz81PkA0LutshLisTK9UFOn/W14fvAyWytdSX3S2Qc15ym/Ep6Tmwk8X2uAT+BnFxmqJTzPqeZb1K6n9zfxmYdWr4pFeHpDkYCg4gKfwIwENTwmpRN4e+3U2mBaR14HXr/jX2pWl5d0gCcyqBEUnh88MgWXY4MBACpVzWFVt5maxxRjQ2DG43WgtU3pzfnVrif0U0Zh3DmET5cY4d4r+cy5sYMEtUOsOceAYM0efpkswJ6WbjJwcu2BU1z2T4TgPBcqpKRyropPKfOF5crIDV7dVYAe9PFq6f5i+zEu+7UDGdQICunG2MLB0+K11fuY7zMQsRy7bujyVhwnu3P69/DINtGB0sjufNp8ASCztaJT4BXEklIpaR3nwe/G9gAADO7Mx6fGjoCAd1dMtQ06iLX7+QQzhLe+PwgAKDjNx2oC0BsMjpVf4BIUVHLWfQF60Ffv41NG45nt440MagTnz5/uYL7Pts2bMN9nIDYcUtoz1+SzX6HGUUFNchN+H8BYjhmzWqptMopjtik2mm/3kzb4juPNNDVRyWTxntfDM6h55HolMOOl2/lqt6KZ4tmy3JuTuLYhn2/jlyk4S1lmnK7kb/LHAzpwPcVhbhmxyRjTuw3zffNGBjWCk84hABnIcTZMIP6zqZD5PskNulMKX2MoIuT9F4fOIbs6DGI52sL7fD4tQ8AzqNEcVDl03fh8PhxQ3WV5ngPJZLVsxq8rBgC+3XeS277vvKKT9jiSmX5m4an/Ii3XAMCjiYtcX++/ml85lg6+l+SxtyEgpXGS5XUTMqgRlET1AsijtZGsrHk5m9qBHYJCAMgrLAUAHC9nvxoiF44Yjv4uAFB+XhF1friF/cWPFrLbIu7kYL5XVHZBe8zTyVa3tucrZkuK51cGpDNlPP9WL/6kH7d907PKeDi2J6mZ464cAwI6qGkSy/71tnNsCGvcd8SXCDf0bctt33bU3gHgatXkanQv9sGTbmvv3rfw8XLlZnqWozcKAPx7QwG3fS/foZcJeIo7yTuVlDRZQicF+AY1/AfVAsDPOQq26c8bj/PIVGegtW/BLwPr8Xg0QTiP7KWWgfXyu77SmayOLdn/rbTrK+eOSR64947QyCEfCB4t3eQNG+vla389vIviVpzEQfOyo0gZ9rmT49BPAJg5WvH8aJnAvmTwotolwZu2yfw6q2hRJM9Mzdaj+qgN1mUPOnMyiNPATEBfRJysqEI94+CJ/pvw7OCiy3M1HGo3di24eAaYmscL5wxs/w7N/X4fSxZvVCQDNbxbZDkggxpBiY1WAg4eK4lvVZO0E2cvhNnSGjw7h+wKCHq0SQQAdGnNfoq2Xc6ys8b14rZvWtPEM1VNi2trGV9oyY00Kd7LVcvhoZzSWJsu2mGoCfiXSsvP14TY0hx2dKEBfBsA1quzt3iXbuI4++0AwD/V4Z9uQgY1gkIU+l9xcIEltva8h8fxNrmyA6/Wls5+xTK+H78SI03rxDgAQAqHbBO5mRI/H17cMVj32GH9frLrRkofN+tMBC2g5pnloLv0yLwslhxTS7K8XwtidllUym9hx9u4jmTzeV5fq2rcd+2WQY2gfLBZcR3lNYXVDsiqd/mO48z3TXQ67Ti3p+viTvYf7nh1Jcc7uCElAy76AVJ757wqTYzXSyqsSwY1NnRvAUD31ETtMfNsE5X14132INCt0SzIp7JXvF8LwpNLtzPdH11WrKzmq5UjDQAFqpkqD56+OYvbvnkhg5pLEJIW5e1B8OUOfl4TbZOVYGbS5fwG3wH6ipFoeFhCyh5xtqXaOegHbDoHOvvAOjgrrVRuzjw63GiiojxaEM669PjJVt291q4hhEM6pzDdH92JxLtDjMD6Nad1RryHTm5TdWYvrdjDfN+pana3V9vEMFuKhwxqBOVXI7tw2/cQ1ZWVZ4cVAJzj6KypiZ05X8BPUsZWF2rYnk+NTWUPsuo9X1PHXGRbcFpZJfI2MfN4PNqAQNY3vOeX7Wa6v1Dw8tvZR2V0PbymHKoM75qi/h62+6U/B51bsdewBeLW7HZM90e/N9sk8RPo86bGJssMHrjviC8RhmQqF45eHLQKdrVDk84hHtjhAAsA56nAjHVQs1PN/tTxtICFfzmCnpnFgjlfKAGBHYPvSMnmHOO0/jaqs4o35P1azdhvZ4CNhpr6OfDRNqUkxHIX2f5seAYAoA3jzkCeuqmGEPE8D0d13SXcfSGC+474EoGnlsMuJ9sOqtdEfAz7t9nmAuXmzDuouYHSu7Au35CBd//dzGdqM4FeUZcz1kE4wVvfHWS6v9sH8i0T0JSpHUOljDNbZEV9mdrmyxNe5UxSymwax9dqAgDiVRNBXtlXgK8rMgD8dowydoP4gbGEeGd5pU+NhBXkZs1aUAgAueqQTN7iTp5eEIdVcdx3HC3hASApPkb7YLu1i6s5tZJLYOw+SjQiPIdZNoR1O3RHtS19Mmd9FgCUnFXKmU99wnammxYQcJorFYgyxi3dtTZlXwEgXvXoYu0DRl8jeJcByfW7hvE57KK8v6SjsIQZ5EZ68CTbabW0Or/iAl91PtFy1NX7uM2J2VHEv3RAPti8xIuXcy4deKOjtOCDtWPukExFn/Xra7sy3W8oiKkjK0gZJY5DRjEYrAWqdjpsf7lT6WZkrUU6r2ZNLtgw5Zpkj1lnapZzbI5oSJxmN8E2qKHvOTJTI+ECy1Q1/QE4yWG6Kw1vS3UAuJmx0C8QMZwuHqRUwHPwHYHU3Vk7hJLX1Y4V3RVqAJWWzLaNX58jZl+WI5OxEPaMS6dN0/xF7eKhZ3HxIk59v7L2YSGT0u2AfOb2MLb9oDU6tJWCW5BBjaCcq9JXEGcZZlTo9GhWu2Rm+w0Erdn5YT/bMhFZQfAY+NkQkmZnPfyOZE3sCAh4paqr1b+JHYLClASlzZR1GfBYGTF8478qJfqd6/qwtVN47nMla7Jmzwmm+7WTH4/YJ9gmmhrWn+l+7fleU2nIZPkjZ84z3S/RAkV5ZPlJwpAeabo/QD3D0g2dMRnQkW/Zg87U5DPWQZCLkp0th/9i7KDqRNvkBcYXcXJB5e1TA+gXWNZBzUfq9PJlNpQOmicoK1+7fFh48Keb+gAArurWiul+u6Xym2rdkDit/MT2vdS5lXIOdpzLLk5z78jnq3sb93nUADKoERZibQ+wvYgTMV6Uh786n67HpnFqnbTLeRQAvtjO9qZHAgI76tY/FpYC0FuwWUFMCY+Usl0tBoJkUngMeQV08TlPSADLo6vRLpKa8BGFj1bNQG++LJ3L/ml0oTDr7iflde2Uwt9n57pefMxT7Robwgt3HvUlQqtmJN3OMFNTb5//gMfj0bwUWHfdVNXan+XI7tic2b6qautQobZN8g4uaVinqglbCtj63wTimz1KCZPXMNOeafxXpsQziLUx5aieytiQJ2/szXS/gSDaI9bBJQn07DCt45Wp0UTnNpRtRvZg38oN6BozO69LLJFBjcDEcpjZU2NzMNAnXakxszyH4jL9xmxHcNYnXTFAvLIru3Q7mdsCQAtu3ExfzvosQB92yJo2Scri4bGxPbnsn+bQKUUHwdqbiCx7WC8eAkEyZmfOsRUn2yk6J5ka1t1PZH92nAN97WPZ1fiPbw8AAPLU7K7bkEGNwBCfA5YBAXF+tetGSibJsuwc+oyac2NH+YkENSxXprROqiWH6dkNuUXtErttIB9hNT1F222QQKBZPP+A4OO8o1z2q7V0e/l/Hkjr9V7GLtLn1GuSHWUPkqkpZtxpNVst737yYxHT/QaC1zy0jYf4Z115IoMagTmq6hT+s7GQ2T7nfskndR8MHgZ8SVTLYdMY/m24+jmwu3DQFvP92jdntt9gdGmt1PijGBqC0d5D8Ta8Dk+ppRVyLqyottH0bbA6d401ZGK2HedAmx+y9J/6QM1esQ6WAhGnZmoqqmqZTxsH+JimNoR+re34fW7B0idgzpw58Hg8mDlzZtBtduzYgUmTJiEjIwMejwfz5s0LuN3Ro0dx5513IiUlBU2aNEHfvn2xadMmv2127dqFm266CcnJyUhISMCgQYNQUFBg5RRcwfub2KWqaQGyHazOV1pM56/Zz2yfdM3djvITj6CGXIQSbXLi9XIILumUtx3t0G1VA0HWs24qbLSEJ9b2rCHt0Kx9VwLRg+qKYW3mCNiT5aBj+wMn2Bqc2gWv7lLirD2hH9+Bx7wwfUfYuHEj5s+fj379+oXcrrKyEpmZmZgzZw7S0tICbnPmzBkMHz4cMTEx+OKLL7Bz50689NJLaNFCbznev38/rrzySvTs2ROrV6/G1q1b8cQTTyA+3r2TUCOF5UV8TJ/ArwFvWK6+iKCwv02eEERc++rX7AIzu7u3tAnXDKdD0wGSHRkColNgWcq8UFOH0kplpW6HuJOMk2jVjE/J0Y7hnKRLCeBjqtmbwxDfhtAlX5b6FzKA+I8T+Au2aSHvki3syppkAeTWlm5Ty8SKigrk5ORgwYIFeOaZZ0JuO2jQIAwaNAgA8Pjjjwfc5vnnn0eHDh2wcOFC7bnOnTv7bfN///d/uOGGG/DCCy9oz3Xp0sXM4buGLq0TsP/EOUwd2onZPsmYhBv6OhPcsKDG5gmyK3cdZ75Pu6aME8pVA8eP84rw1ynZTPbpL9jmH5wRcTvLbIQd08VpeJRj6RKQHZlYPy1HfT2agG3pcdYN/AXbbSlXapY+YEmqLis1yd6MeArDIFnzz3Kh8R5gMlMzffp0jB8/HqNHj2ZyEEuXLsXAgQMxefJkpKamIjs7GwsWLNC+X19fj88++wzdu3fH9ddfj9TUVAwZMgRLliwJus+qqiqUl5f7fbmNq7opLXssP3TVNnc/3dRf8ZxgadRl15RxnpD5KmTAIW++2s0+MHv7h0Pa45goOywClH/3llQw03LQ2RneAwgB/T17nmFLN62nmDKI/8Rx+rVmaSJIutDsEM4D+jBWlgFmtQOGmgDQlaHZn51zxHhg+KgXL16M3NxczJ49m9lBHDhwAK+99hq6deuG5cuX44EHHsBDDz2Ed955BwBQUlKCiooKzJkzB2PHjsWXX36JW265BbfeeivWrFkTcJ+zZ89GcnKy9tWhA/8PO2vivOxXddU2R+FkvlHzpuwuVN/tVfxK1h88zWyfoXj65iwAbH0b/vgx2ynN4UhLYjsvCfAXB0fZoEcpKtU7Vc4zasWto4Ij1gLkQHipOWLnGHUg0lqvJjZM6Y6K8oC83EztJkhLt003UxJgsjRC1LvQ7DkHslhk+TosVTVNPATUdmDoL19YWIgZM2Zg0aJFTLUs9fX1GDBgAJ577jlkZ2fj/vvvx3333YfXX39d+z4ATJw4EQ8//DAuu+wyPP7445gwYYK2TUNmzZqFsrIy7auwkF0HkV1ogxQZthL/c+0hAMAhG9xTAf3CwXLm0H82Ka8lp8HfF0GGD3ZtzW41ZHeOaebobsz32d+Gri0aP5ftWjYvPsk0pCXF25OpoYK/H/afYrJP+m9h1+qaJIf2MyzfkeucXWVl1oNqfT6f5rBt13RrHuVMwkcMdTp2Yujds3nzZpSUlGDAgAHwer3wer1Ys2YNXnnlFXi9XtTVmVs9tW3bFr17+wurevXqpXU2tWrVCl6vN+Q2DYmLi0NSUpLfl9sgkTKd5rfK8XKl3LHBpiwHuUCxFKjaDQ+Bas4V7HRSkUDE5k0Ytl6T13RYlxRm+wzF1VQJk9VrobVz2+DvAvjfsBMYZVVqqM+WXTdTwt+/3sdkPxdqdIdtu7LIpHlhLaPgkvaxKjhtz6KRvN6s56EBSqDvRgy9e0aNGoVt27YhLy9P+xo4cCBycnKQl5eH6GhzH9Lhw4cjP9/fP2XPnj3o1Em58MfGxmLQoEEht2mMvMN4gKITkJbPlbtKmO1zaKZyEx3Yie9ATgKPjBkpLfIyw2uIl4M7da3Ngm2Px6OXDBgFydqcGxs0QYC/XoTV362ImrtlR7aJJpGRYeHaA3pgYbce5W9fsQnMaG0T8cHhDckM8WiDf+R6PvYDvDH0jkxMTERWVpbfcwkJCUhJSdGenzp1Ktq1a6dpbqqrq7Fz507t8dGjR5GXl4dmzZqha9euAICHH34Yw4YNw3PPPYfbbrsNGzZswBtvvIE33nhD+z2PPvoobr/9dlx99dW45pprsGzZMnzyySdYvXq16ZO/FPF4lLLNrHH8OwwAYPNh9u6U7Voo+hC6tZQn5CJ7tPQ86ut9TPQjdnc/xWgZMx98Ph+Tm592DjZmB7xRUaipq2MmUM0/ptwUDpy0z6uke5tm2HO8gpmW468r9zLZjxlGdE9lsh/6HeTWmUN0id0ujxdi0LruALvMe2KcF2erarXZg26D+RW1oKAAxcW6jX1RURGys7ORnZ2N4uJizJ07F9nZ2bj33nu1bQYNGoSPPvoI7733HrKysvD0009j3rx5yMnJ0ba55ZZb8Prrr+OFF15A37598Y9//AP/+9//cOWVV7I+BWF44SehPYDMQDwgetgwvA/g4/1htzqfFqWymj+kdaHZlGqnMxFnKtkIAL9X0/b7TtjXFk0yNazKT0/YLNgG2Gs5ahxwkx2r+l3VMRK20RmfFk3ZmisGo6la/mOVLSVlwCiPPQ7bvKh2eXep5dxhw0xJw/9nZGRE1H45YcIETJgwIeQ206ZNw7Rp04weomsh5kek9ZAFdo+Vv//qTCxmOOYBsD8goNPhrG4fi9YrWrBSRgFGOGgfmQ9zj+DeqzIt75OkvA/bJDoHdL+dvccr0IWhcNtONJ0Zo2zTdb1S8c2eE0z2FSmku4dVAwARunZpnWBbCe2uoZ0wf80BJMazCaLs9s8ClO6nb/eeZHuPqLe3C4017jzqS4QYHlO61dWEXYJCupWblaX6sh3HlAc2tT9ltdNF5qxKBmXnlWDGrg4DOoh18yqS8Nznu5js50bVR8lOKcqP6vTj7/adZLK/aDULd51N5VgA/LRNNt5I47TgklFgZrMHGACMzVIyZmTorlXOXqjRrtN2BmcscedRXyLEMe668fl82pwT+9om+UySBYAvd7I3lAuEx+NBczUlzqPLwA7orBarVR3Zj13dTzSsdBdpquHb/Vdbz1wZhVVXIwks7CwXFKrdPUu2sBGo2q0xo39XNaOMGel4qmDkPxQJpKzMaqDlJz/q0hG3lp9kUCMw5ENXWlnDJMtBsgPK42rL+4sEnpNk7ez08Ebx8YP40019mO4vFAM6NgfALkju206ZvTWur/2D7yYNaMdkPzU2dz/xoMaBLMfGQ0oDwM5iNk7tZD/7bdRnkevRexvYDEVmlT00AuuuRlo/aFcHF2vc+0m+BKCzKSwG1dGBEQ+zpkDQZa6TjEcCzBjVlen+QsG6FJiR0hQAu7RxJLDWcpDgKM7Gm+mkAYqok1Wm0e7BogC0rN+VXdmMDiF6muJSNiJ2J3hxuWLXUclwfEQ4/rWOrWUGvWi0C/I5+HYvm1ImMRoFLrHZTxJ7oAXWLLLtdKbkanWuFG/oMsFb3x9ksk8SYLRr3pTJ/iKhuEy5YRBfCKs4ISoktX5WgVmNzcZ1ABDrZWttTwTbrMYuRMLPhyvDetu3YFMGXKMGNRsO2WOoCQDX97FPv8OLM5Vss9WTL7fHc4pm7/GzTPdHFr792ycz3a+dyKBGYGjtQxSDUgvpGorzRtkyIwbwLxGxOIf6eh+Vbre/5jvrw21M9lNrs2AbALYUKCWDr3azMUIkq8NoG0s3pAzISgdBeOs7NgF3JMRymOlmNzeoJUdWeipSGmXlshwJz93Sl+n+SBfVLdlsSqORcK5KD8ZZDHnV9VnuDQ3ce+SXAB6PRwtsWOhRtFY9h9KK2eqFywq0JbxdQ+NY4/P5tHEVdr4W59TU/lLG7qO5HAwWg3GyQvm7vc/YJsBOfRZrnxrCGBu7n0hwyaqUSXyzfjmiC5P9RQIZtsvKZM7uzlIAmDpUd9RncY/QM8juFAkDMqgRHn1VZ/0C6ESHAaBPkmUhdqZ9XZzwUbibuoiYZR81BNC9lw4dO+d6fbFdaednZYJIeH4S21V7JLCytiefr3F905jsLxI0jRmj17661v5ybAzrcqx6DnYutughrywCzC0FpQCAI2fOh95QYGRQIzgsB5YdUq3gT5+zp/OJEMNQoPrv9Xqngp1BzT3DMgCAiVEXrTOyUxhJxMm0GNAs9VSAes+wzpb35xStmik+Sj3T7BNsf7qVbabMbodt+neRm6BVnGhL1ywzGBkIfrlTCbhPV9h3faVfcxaZP6J7lEGNhBtkkiyLqdr/t2S75X2YgaW1/TnKA4LFDKZIYbkypRNWvdradzO9Ww3MejHouKJfyzZJ9s2IuWNwB6b7c6IdupRxlwx5LewM8o9TmbKqWuuB+cd5SqDH2vYhFOQ1P19Tx0R4TpoINHNQG6CDQFbiebcjgxqXMI/B0LoTjFuqI2X7UeXDvjTP+gq1r0OqfJIWJylmK5CsW8uEWFs1NeR3sbj40ZlDO89hdC9FN8KqO6PWgTk3j41lO0yWZEvsLHvQM59YCp7/t/kIs32Fg37f0lPC3QStBSM6PSsQDWeHluzGLtiNDGouIVivciOFTJJl0XJKVlcDO7WwvC8jEC0Pi7Z0UoaLt1norGsIrN+E6JS9ncZ1XobnUFNXr4mn7dRykKGyTRiMq6B1aodtnDQ+oV+69pjV/CfA3gnd0VRAUFXD7hx+OqQjs30Z4e9fW1/4DlCvq9OGu7ekLIMawSGfu/EMRtmnJyvR95RBzgQ3LCAZgrgYe9+6rFxHAb1cYPdsFdJSz6Klu4gyenOkDMgg20SXdGNsPIdYhuNP6L+DncO6k5vo2jJWYmEAeHwc2yxWKJKaUJPBE6xr5Ug31TU9Ui3vywwsXgYSoLp17hMggxrh+dVIpcWxNYO2w5p6+/UDADC4c0sAQGKc5aHwjmggWLNddYcms2Ls4ru97CY5v7ZmH7N9GYHoRvaWVFj25aC7uO0MCMh7t67eZ7kjsIrKktjpjwKw9duJVxcpdk5e93g8yGytiOZZZi+dssy4urt1Q1VNsG1jkM8a994ZLhFYth3WOtTSTZw2L8+wXjIilvAFp+wNCGaO7sZsX08u3cFsX0Zg6ZprZ9cWDX0TP2mxy6RprB5kpybaJ3amb3rlFkXD9HWBjF+wC3LjY6HRcmJKN6AHySw6M6sd0GcBbKezr9ylZHHtDPJZI4MawWHZDk1M10ptGmZJYOm1Q87hgI36AQC4IlNxTiUrOzfyq5HsZmU5lWKnkzNWsxzkZtyxZVNbS2h0l9JHW45a2lcNdSO100AQ0M0cad8lM/h8Pq3rye6AwMuoq9Hn82l/hzibMzVaYMawDLhq13Fm+7IbGdQIDhmS9p9N1h1UiffAh7nWLqRGiWHYOeQULIPLcVn2maTRdGypz8qyurom5YJretgzQ4xASpmA9SBZG8hpu2CbasO1eCNywqOmIc9+Zm069RnKUNNuLQfpzLR6Ez9FeX9VVNmbxSSBGSu/HQBoykAq4BQyqBGct78/5PQhWIYIVFl0P5HZML1t9HcB9BsRi1R7R9UE776r7O0woMseVjUE5Oft1g/EeqM0bZbVoMYpfRadUenWJtHSvnaq3ihOlQMBIN5iF9fSPH2R5cQ8NwB4d521RgA6g8hiBpMRth5RNHpW55fRx/2AjeMqWCODGsHhcdOwc74KAOwoKmO2r6FdFEv4O6+wPq7ACOTGV1R2wXLZo8YBS3jA/71kdVXn1MgNQPdjsWrU9pW6Ot9ZzGbyuhH6q50ydRaDy+eX7WZwNNaYeFl6+I1CEE29h7w22gOwhO5kG961la2/+6Baii8qszY6hL6upTePt7QvJ3HnO+gS4s8T+zDbV091aByrybqRQq9MrWY6nLBTB/yH1JHVsVmcmoRLn0PhGWtCazKuwqqewgzkPKwGZu+sPczicEwRy7A13SluVbutrEp5OlFlUbszf8QN22oZlbRCN4vzurYzk87eypZuCTd6q5b2KQmxlvdFLqB2XzhyKDMqq94cTmkI6MDMqkHYP9Wb6elz9jo80+fw9g+HLO2LjO/Yfeyspf2YoUR1xl6zh12Lut2QjESNxWzTT9TOQifQRLYWs00kQ9C3nf1u4XepGd82SdYyE9UOXVsB4Kb+SqbManBJi6WdKgOyQAY1gkOU7SyMuogrrt0fvJZUQGZVLPzDfsXO3O4VbhcOXU9W6/hWYOFm6zQvLs+39PPDuyoZy2YOiCKJLf/fVllzgSV6FqslIDOQhcUFi1YBTrVCK7+TzfWVLLaibO5AA4CxauPBoIyWYbYMzR5qgWKnSzhr3HvklwgkADl7oTbMlqG5UFOnKfTtHHwHKOUC8lmvqmMjaFx3wLro2Agej0ebi8KyddIp6C4iM5DX04mbKaGlxexlpxQlUL3vqkwWh2OKvRbLd0RX5IQWhThT/+0ra0aMNQ45bNO/06pf0KdbiwEAJyvsn69HyrFWF3ofUvYCdlocsEYGNYJDZ1WsfGCOUBqKepvV+R6PR+sOsKKDqKdS9a1tNEsjeBnrIF6Y1I/JfoxwpSpitCp2HqIGRWTApJ0kxiuZlZ8OtjZjp1a7mbr3Ak5mFsV67T+HYovCVMJcNeNGj62wi8OnFJEtMZ0zy+tr9rM4HFMQ4bzVgcUsHN9FQAY1gkNnVTZa+NDHRuvlBidSpIRv9540/bN0injalRkMjsbg71cDsgsWh9+RjE+3NvZZwhNYzU7SHWDtfy+xEqieJwGBAxkCYmk/xGLG7C8r9wAA1tucuWTJIZvdwWlWWQxmCE6NRgD0z+KRM+cttZOTjjy3I4MawaEFsVbEsXRA0CfdXo8Xmv9sNG8iSN+Ik+LttYQH9JXpXy3qIJwUFZJyhdURA6R7yolOD1aTuj9R3antnsEFANeq3TatGGUc7XbYBoDfXtfd9t/JGlZ//58Nz2CyHzMUlZ7XHldZyISTa8PQTHu7Y1kjgxrBSaBSgklNzN/ISUDQOjHOdjt1mjQLXQa0m6+TbZNW0+QkTWy3ky2gZ8qs+pscL1fO4ZwDpm+k+2xfCZvOq0+2FjHZjxFIyaCGoQus3ZCVfS+LRpiXd1JmwjlxM31sbA8m+4n3KplwutPTLkg5FrAmeCbvxRgHs04scPfRXyL0UF1HrZQMtAmyDvsPWJkkS39grbZVW8FKhoXWNrnVz4LWRdGrRLv47+YjAKzrIAidW9k/z4u89ixctgHgsbE9mezHCKyG7ZJyLMvBjEZ/t9VuQKe8pwBgQj9drG8lSD5WrmSiWbimO4k7r6qXGNpsDwtvttOVSrnBqpjMLGTeUZ2FziGrw/+sQlqA7xxi3s2YLnW41eDqPJWdyUhpGmJLPpw+x3Yg66xxvZjuLxKIgWNppbWuG1JK7tXW2rgFMxBxslUDxhoHW7pZDdslfwOvA4utWG+U9rezco8gFgnENsOtuPOqeolxVF0Nk4GUZnj6050A2PjdmEH3gzCvg9h8+AyrwzHFZWq63Ur3WEKsnip2ovxERmRkd2xueh90W/71fewfztmqGRsdRLJazrXaGm6G/SfYODE7Oa6C/hiUWWiJ3nZUGaPixDnoE659ft2VRlm+Qxm58fGP9pcyAer66uJyJitkUOMCyGruiSXbTe/jwAn7hYQ0ZHW94aD5VUD7Fk1YHY4pWKTb6YCI1c3ZCN3VjisrhnNE2xQbHeWIPuuZm7OY7IfcAJwILsnIEqvsOa4ER04EBPQQzSoLBnxksbb1KLsZcZFCl5K/22e+M5PgVCacvBbnLRohNgZkUHOJ4IRrKg25YJAVjRmcsFGnIcGMlQ4uciPN5OBQHAnk5ldrIWNW47C/S1qyIja3EuTW1/u0G4ATXWh3D8uwvI9zVbohp1VXXzPQXlFWxz0AQL4DIzfo196qESIAtE12dhDkX1bsMf2zJHv7i6udM6NkgaVP85w5c+DxeDBz5syg2+zYsQOTJk1CRkYGPB4P5s2bF3C7o0eP4s4770RKSgqaNGmCvn37YtOmTQG3/eUvfxlyX40VK4FJzhWKKt9K2cFpyM10VM9UR37/InWIo5Xp0Fo7t0N6GlLzJzb9ZiCdT5UOdD4BbBxUiRsu4MxrQZchzQoz6b+/E4Mx6a4nFmWP4TYP2gX8X/tWzcyXIcl+np7IJotolu1HzQ/bJeXYrqn2+2exxPSneePGjZg/fz769QvtilpZWYnMzEzMmTMHaWmB6+9nzpzB8OHDERMTgy+++AI7d+7ESy+9hBYtWly07UcffYR169YhPd05e3a7eWCkooOY0K+t+Z2o9+GBnS7+m9oBi9VwtWb45kxAYFXUCei6ICcGQQK6fsEKc7+0NnPJKuS9dLy8yrQOghYbO5GpoX+nWb8dOjvTpbUzNyKiR2IRVE0e2MHyPoxCl0+TLVhmkOxhCwf0WTRWzBxrHb6+ssLU0VdUVCAnJwcLFiwIGHjQDBo0CC+++CKmTJmCuLjAGoLnn38eHTp0wMKFCzF48GB07twZY8aMQZcuXfy2O3r0KH79619j0aJFiImx33zNKZqrHzYrZmM1Dr9hn5/UF4AutjXDh7lKKy8rkaVRpgyyftGdt9KacZ9V6NW9WfdR1t1HRqHb+XcdM7cypUsn8Q4M96SDGtKZaBRa9J/hQFs6QA3cNZmpod+DcTHOXJvINcnK9bXW4QwsCWayLJToiUTASbsMFph6BaZPn47x48dj9OjRTA5i6dKlGDhwICZPnozU1FRkZ2djwYIFftvU19fjrrvuwqOPPoo+ffqE3WdVVRXKy8v9vtwKCUToGrpR3vr+IADrgzHN0ixOCcys6Eq3FJQCYFP7NsNdQ5VWbieEpawY1Usv3Zm9iJP5UU5RRY2pMDvIkQzsS0mIdeQiTrf+vq1+No1CVtYpDmYHiLfJrmJz11f6PRgX7czkeK0DymS2qa7ehyLVbdwpnVk7VV/GImPmdJepVQxfERYvXozc3FzMnj2b2UEcOHAAr732Grp164bly5fjgQcewEMPPYR33nlH2+b555+H1+vFQw89FNE+Z8+ejeTkZO2rQwf7U5usIBeOZTuOWd7Xv9YdtrwPMxAfBSfM2lhBVvRWgpo2SfZ3PNEM7KSnp8229xOzOuLbYzcdKW8cs/EIySx0aGm/zw7gX/Ywq00iNzAnHcIJj3+4zdTPFdJmlA4M5QR0A8QPVFNHo+ylnK2deilIYGZ1Lh3g70PlRgxdnQsLCzFjxgwsWrQI8fHsVN719fUYMGAAnnvuOWRnZ+P+++/Hfffdh9dffx0AsHnzZvz1r3/F22+/HfEHeNasWSgrK9O+CgvNd6w4zapd5juGRIGsyKzoIAipDkzoBvQLR7mFbNeY3oqu7H6HOgzosofZkgG5maYmOtPpQQvmzQZmldXKayhAPGC6JEvGO5yscKaNmMbs1PfFGwq0x067ndPicSPQfqJWugqtsEo9djLg1Ch0GfCnDox6YImhd9HmzZtRUlKCAQMGwOv1wuv1Ys2aNXjllVfg9XpRV2cuwmvbti169+7t91yvXr1QUKC84b/99luUlJSgY8eO2u89fPgwfvvb3yIjIyPgPuPi4pCUlOT35VaaxrJrx35oVDdm+zJCydkL2mOzNyKSGZh1g/2W8IC/Hoked2AEYqee6FCLPV1qMRvUHFczh05Oeyf29mZvIk8u3QFAL2k6waAMRY8YZ1LTM3/NAZaHY4mpQ825bMd59XN3q8M27T3VvY39zs6AdX8c+prc2SG7CVYYeheNGjUK27ZtQ15envY1cOBA5OTkIC8vD9Ema6LDhw9Hfr5/R8WePXvQqZPyQbnrrruwdetWv9+bnp6ORx99FMuXLzf1O93Eb8dYn4ZL/BNG93KmHZoOCMxOkq3RTN+cqb3TNu7E5t4opOtJhKFxy7YXm/q5Bd8qGpD/5ZpL17OgQtWXmdUQsOhkswopZ5qd1xPvkLCW5k7VKsKsKzMZ8+AkxOZisMnOIfIebN+iiSOddCygFzhOZ8ysYujoExMTkZWV5feVkJCAlJQUZGUp/flTp07FrFmztJ+prq7WApHq6mocPXoUeXl52Ldvn7bNww8/jHXr1uG5557Dvn378O9//xtvvPEGpk+fDgDa/umvmJgYpKWloUcPNlNWRYZE/1bebE53P91IDV0zmyEg07GdmBED+Gc5zF68SGYgVwAx3qdbzQU1IkBs+Z/5bJfDR2IeUsY8fMqc2/c9wzqzPBxTEKG22eCSmPZdkWm+FdkqZCBkWpK5cirxrXKyFfpXI7uE3ygEtI7mkgpqIqGgoADFxfrFsqioCNnZ2cjOzkZxcTHmzp2L7Oxs3Hvvvdo2gwYNwkcffYT33nsPWVlZePrppzFv3jzk5OSwPjxXos9Nqjfdhkvq7k598JrERuvtnyYugHTN/ly1Mx1czZvqq9HEeGvloy2FpRaPxjopFszGRCHP5N/xctWvqV9751yqf1SP/ZWv9oXeMAhNY5VMzx2DndNAVNUqN8NVJiemkwVOrNeZ7CsAxEZbM3MsOKWUog+edG4UzWCtpdtc5uufa/UGkiiXt3RbLuyvXr065P8zMjIiuhFPmDABEyZMiPj3Hjp0KOJt3Q4dOVdW1yHBoB7jAOXr4lSWA1CyG9V19abS7fQFp6TcOWFk19Rm2FdSgepaa4JAJ6ZbN2RkD2ulyBkO6bNY0KFFE2w+fAY39XeviWeN5o3i3Gf6vQ1KA4ZZM8lv954AABSYzFax5Ivt5rpLH/nvj4yPxDjkHlFj8rpktiVfRNydZ7pEoFsdP9xy1PDPn6LM0pwUdxIdxOHTxkW2dHano0NtuIDuL1Jbb6118vFxvVgcjinGqpO1zXaskBlcVowUrTJMtdS/x+QMJafLsSz4h6ptOi2APsgsH+cpHVyHTpkT3rPAbNcTwWTynClEZJ1//KypbL7bRyPQuPcTfQlBX3grTRjw0b4qVssmLPjzJzsM/wyd3bm+T+BxG3ZAVqQ/7Dc3OylBLRlYmTNjFa/FdDspGTgZEJCAymyQ/tk2pURuNrBjwWNjlS6+q7qZMzMkAzk/+bGI2TEZhUx9dzPnLPqytHbIYoKGLsmfMNHiT4Ka5k3d79QvgxoXQLuPtm1ufDIxfd2mdSFOQUSeRiBivOgojxA139dW7zf1c+QC6mRAsFYNyJ5fttvwz9bX+5B/XAnsnHJPVX638vez6tHydb61VboVyM3QyeypVf4wXrHicDJIt4rVjtBbB7Rjsh8r0NYGZpLIJHM5KMM5wTYrZFDjAjweD5qo7Z/N4owL6sjKurND82Eacl1v45kWcg5OrqytQs9McjKoIeVIM+6jxym/ISedR0n32FKLWQqz9gIsIPo2q7b0gx28EZHMb5NYc0LfEd1bAwB+N9a5Ltabs9tpj82UburUgKBrqjMeNQDQq63+u81kYI+VudfpvSEyqHEJ5E1rZl7PKXU1W2pycB4riJYj00RwRdxTnYaU8vqb6Jr5mqrdOynYtgKdVaCnRNsNGb5nlbuuMGcax4KiUiVArDA5040YEM4Y7ZxgmwTnhafN3RRJ0rVVM+dKOLQBoJnr6yY1KPU6mEFu30LXGZrpLiUdeCt2ut+9XgY1LoGs8o+cMX7x+N3/tgIAzjgsKExqoqzqzHzoPhPEU+XX13YFAPRqa7x1ki7XOJmp+cnl7QHoLcFGoD2GrlJX2U5gZf4WvRof4qA/Cu1KbSZDQN5PTkwZb3gMAFBoogHg63yl+8lJbxT6d5vJPhJbgSV5xps4WEICQxZDLd2MDGpcAukOePrTnYZ/1qnJ3A05VaEEZl+aGMyZ4uBKjibGgtcOLSg02pbPkmt7KrX/rHTj2SZywWwSE+03g8luXvhJP9M/S5cwnbyZJjfRRZm1Jsqqh9VrgpNZP1rLYUYrRzjgoMcL/fd7f5P5GYFmFpwsIfqyIyazZo0FGdRIbIMMXfvxSJnhnx3V0zkRHg2ZqPxhrvFVGcly9DaR5WEJCczOmih7kJuvmSwPS0imLMWEPf+5Kn017uS8oWlX6o7ARlfXe4/rvjDE1dcJaGdto8JxOjt1ysGhnPR74Gip+YDAyRIazR8/3m74Z5JUbVSOy4dZAjKouSSYrJYbnHRPtQq56DttlmZFmEpEqU7PfSID+HYVlxsuexAXXNr7yAmIfsHMcdCrcSezHM2pTI1R0zQ6U+hkuaEb5W9i9BzojFlmazFaw620Z8+5tS/DIzFPUdmF8Bs1gCwShqr+T25GBjUu4ZcjlNke1/VuY/hnSc3dqoOsVax4WpDJ0E6K8QCg0sKIhpe/3ANADwycophajRrtgPrTJ8bLnzygNUlFBlfXdJkkxsEsBz1LjIwbiBQ6O+OkT4rH49HMMI2WZGlR7uSB7Zkel1k6mXD6Jhmadi2M223wwEwTw1Y1e+5mM0qC+8/gEqFdc2XYmpmb+roDii+Jk3bqAPD4OMVsrEcb462PZDK0GUdlllgZIph/3JyVPE+MDhetF8E+Ff5lj+1HjZUzafdUJz2PPFQnmVGRKZ2dSTfhXcUSUjo6YzBrVkMZqsQ7OPsJ0A0QzQzbdXquHoEMBR3dy9jCt67epxk5OtnRyAoZ1LgEcvE1M59kb4ky+2mFyaFzrCAXLh/EuDGaYUK/tgD8V9lu4/os3SfI6Or6toEdWB+OKejYymg5j3ROiWQN/+1eYy3qJKhpL0B2gBhKPrnUmFP4BarTyGmLA6KVI9fKSKFnJjk93bq7ulisMSg6pwO50w6XlVkggxqXsNakLT/NXoczBUSQt+d4help405DMgRmTAD7pCt1a6etyNsm6zdCo3oMIsydMsjZ4IYuuRhd5ZNArk2SGMJOwHiLOrn5Ot1xQ2NUZLtofYH22OOwqzIxQDTqFE7//Z102AZ0y46Pthwx9HP0wsbpbBML3H8GlwhW2iUJbZLiGRyJeWjdwLFy42I2wFmzNMD/Q19y1tg59EhTVlIPqPooJyFlTKPpdmIUZ8UnhgXRUR5No2V0uOh/NipC4XUHTjM/LrMY1bv97r9bOR2JfTSGydBNKI8gpwMCMgPMqBEivbAhIx/cjAxqXAKLich/uqmP9QOxgN98EoOJjv7q+Y9w0PAN8E+TL80z1gm1q/isug/nP3akNZsMdoyU+d8cAGB+oCdLyHvIqA8TOXYRRm4Ql223Zi4B3SHc6IKDBPluhr4eiDDY0gwkqImJ9qBprPMDj63i/NVVEhF3DdUvGEYvxomqSVqHlsaV/SzpSHUW1BjMEJCOIafboa0EJGRlukcgwfCidYdN/ZxR7QEP9qnHYMaXQxSIvowY6UWK015HNNf1UYSpRrN3nVKUYKilCa8h1jykOoUP6WzMYZp0cPUUIEAbbPDYCaQD0syICBGRQY1LoCNoIzqI+nqfZrLmtBivC+VFYeQcyi/opbdahy3AaTFgqsly3o4icdLuTmsZWHCywr3ixuU7lFk7//juoKGfG9lDyVg67dsE6P40RpsYSOnz8k4tmB+TUciCz6ip5MGTSmAtQpA/U50B1qGlMfH4v9aaW9iIigxqXAIdkBjx5VhFDVF0Wp0PAK2aKasyI103tO7DyanKgNKFlp6sBDNmW+SdDi5pSDeXUW7Jdm/tnXg9PXljb4ePxDykW6dtsrM6OQD4VB02a1QoTEwQRchckhwFmUUVKU98rHR8iVDKJH5kZQZn/H2719g5i47zdzlJRNAmYUZWdWeoydwiaDnIqtrImAFRZvUQ0tQbSfl5c0Z8vxvbk+XhmIIEJS0Mpv5JG7QIrd3khn61QZ1V/jHlJprgYv3A2z8cAiBGQFBy1tyIAzII0mjpjQd5DhtisoDcI8ov1BoyCc1sncDrkBzB+TuEJCJok7A6A7VPOp3axOF5PTRvGgjM6EwNSbs7SW5BKQB9+nmkkJdQhIsI6X7aZzBtTraP9TqfbSJzaogxZaQUqNOkj5vswGPJjFFKyaCdSQM9o5kFHhjVoYhIFeWs7VbRNt0FaCRQvCJTGY0Q67BekRWN4ywuMToasPKmJynHx4gT1BiB6G8S472ODiC0woWaOq1bR4Rs0webFS+L/26O3NPiyBn9QunkEEUCCfQ/3Wqsg4tw0MHJ0AQiMDUb1IjA78b2AKAH7W5kBLVYMiKYvWOwEliPN1nGZQk98sRIiZt0pY7v6/w5sMD5K5MkYkjLoBG/GfIBZdESzhIjU7f3n1BuPkZbd0Xi35TRmAhlQDPQf/86AVazq9UshZH3hd8qXICbMBFqbzhkzjPnJ5c7PzMpMV4xkzQqKyEC4advzmJ9SIa5jhotYKSJgZR5epoY/cIaukXeSGD2j+8Um4ZDp5wP8lngzqvrJQpZ1RlJmy9RZyWJUjMmTrS9DLSk/t9H23gdjimIL4eRMhKtO3BrUEMftwAxDQ6cMN5xUkvdeacNNz/HixWFp/Xsl5G5O6QNeupQZ80oAf/3xQkD+hri4tuyqfMt3XTpxUgzwseqV5UIWT+6Nd6IqebxcuU126KW1d2OO6+ulyhkPsyLy/Mj/hmj5mq8ISWw9QcjN287Jdg8EuIZ1Cc98mm4ifF6GVCE7qc/jO8FADDS0U3X7EXI/A3t0srwz9CrcNpiwCnoICvSjkCfz6fN6IlzeBAk4D9kN9LhonTGjIVbulXoWW4fqF1ZRvgq39m5eg0RaXyG3cigRmIrpAyz8dCZiH/mOoNTZ3kTpUYCxJY8EjpROigRvGFIqppknSKB+JG0TY4XYqDng9d0NfwzJeV0xsz5c6A9WiI1pMwt0D87IpwD3Z0YFxPZLYUO4MiUb1FYf1Cc8Rlm+c37eYZ/RoT3EgtkUNPIEU2AaHQqNAD0VgdBju5lbD4OL8zoH4iIb3jXFNaHY4poNbDaf+JcxIaGP+xXMoXFZc53DQH+2a9I+dtX+7THIgRmtAtspDoI2kpAhFJmKjUYNDrCgJ0+1ygBXgerTHV4Jl1DjJTQyMJm7uT+vA7HVpz/REgi5squSro9ycDFfGgX5Sb66PU9uByTUcy0DW49oqS0WzUTY7bKiXLjK8unliomXd/vc35mEgCcq9b1G5GW92Z/sZvX4ZiCvqFvOxJZ2YMudYiQMaOhPaVCQY8jEOEUmsZ6kdxEEQvXRqgWprNSkwc6L3amGdYl8oUHKb3dMkCsczDCAVUP1FwAbRMLZFDjIm5WDdMu6xi5rThp2Y0S4eoHc6uBlbsUK/nFG43XunkwzES2hUy3FgV6YroIbqhmoFvjfzxSGtHPiODAG4yXvoxMK0fPPxMlE0uCxfUHIgvaaW1TaqIYr8m4LGW4aKTZrws1dVoQJ4rHCxELR9oVR7sPG53HJypivBKSiKhXP0Df7DFuuLVsuxiC4Q4txLgIW+GnqukboL8mbiOLEjlH2sI6NFOM0hkhmtIARBq0k1KmCKWnhuw+Fpk7MOmSymyVIFy26RWqvBcKWhckCuS6OvuLXRFtT/sjiaJHuVO9NkXaSUfLAYy0souMDGpcxK5j5gchnjfQLsoTehVUclYMbYZRaBPDC7WR/V2Jx1AnA8aJPMmgBMKRXsz6qAHBnVd0DLOlPTSlXoeUZpGlzonTqmgBGhC5KeNctfvxgABtxGaZI1gpE9BLsrSJXSjotmkRDDUBXeQcqSEl3dEoWoBsFjFeCUlEnKd0EEanVXdKcd6aHwDqqVbO42XGtCm/ua4768MxBX0Bo031QtFb9eW596pMLsdkhW0RtuGSeUOiEBXl0f6ukZbQXl+zHwDw3b6T3I7LLDddFtnE7R8j1A+JTGMQB9MlJ1Hc2o12bpGORgC4pqfzI2hYIIMaFzGOsrE24hgJAL8dI0ZAQK+CvAZTtoMyxJgxQ2ebIvWDWKOmtisEdEV+9IPIZlgR/cC76yIL5OxgZ7GSvXzm050OH4l5yHDR4lJ3Zi4B4KpuShPDDX3TItq+b7vIPZ5EpWVCjPZYlKDGKOUXdE2NCJ5HLLAU1MyZMwcejwczZ84Mus2OHTswadIkZGRkwOPxYN68eQG3O3r0KO68806kpKSgSZMm6Nu3LzZt2gQAqKmpwWOPPYa+ffsiISEB6enpmDp1KoqKIvcJaQzQKfNIWqNpMWhLg9OYeZHVTncSro0gMDtxVixfEcBfj+E1uOLcGqGg1U4i7VgRmSJB2szN8JHq+v2fCE3fBnaKvFHALoapRojLth+LaHui6RLBxJFAxjVkd2we0fa7ihUNVJskMboyAeCxsT0Nbf/yij2cjsQ5TAc1GzduxPz589GvX7+Q21VWViIzMxNz5sxBWlrgKP7MmTMYPnw4YmJi8MUXX2Dnzp146aWX0KJFC20fubm5eOKJJ5Cbm4sPP/wQ+fn5uOmmm8weviuhb+p7j4cXFf5v81HtcVy0GFF401ivVr45WxXeSfQstZIwmp2yAyPjHgAxWnAbYjTgTREkQDZDmjo3bZKLW3CJfugRQbKvAPC56lweaXxMAjijiwKekHENkY4LIM7ux01YPPDi6u7GXLa/2i2WEzILTAU1FRUVyMnJwYIFC7TAIxiDBg3Ciy++iClTpiAuLnBE+/zzz6NDhw5YuHAhBg8ejM6dO2PMmDHo0qULACA5ORkrVqzAbbfdhh49euCKK67A3//+d2zevBkFBeKkwnlDC7ki6TI4STl1xnjFuXiQLNPzEYgF6a4WkVqPu7dRLPYj0aPQHVJXCCRQTVfbm436hMyZFHohIzLH1LlpRi/+IrF8h2JxQEpvInDSoCvwvhJlbtemw+J0QR0t1edwVUXYACAatN7vmIuzl1YwFdRMnz4d48ePx+jRo5kcxNKlSzFw4EBMnjwZqampyM7OxoIFC0L+TFlZGTweD5o3bx7w+1VVVSgvL/f7upQRsV4aieCR7syhS1dOs+e4clGORDxLlwqJ15AIXKam2eevORB2W7rTI725GL4iADBjVDcA/s68waDnDYl0wR/bJzIdSkO+2SOO2DlNYP+fSKEzwZGUxkXESwU1eyLI5osw5Z01hoOaxYsXIzc3F7Nnz2Z2EAcOHMBrr72Gbt26Yfny5XjggQfw0EMP4Z133gm4/YULF/DYY4/hjjvuQFJS4Bvd7NmzkZycrH116NCB2fGKQJvE8HVceoq0iL4ckXCyQndZdavj5fdUp40orZ8A8Pm2yPQPALCJGg0RJ4jRGM2GCLo+6EzfWYEE27cPcv+16fc39HL6ECxDa5UimXJNAmmzQSkP6EVgJJ9TkkUWxaaBBYauToWFhZgxYwYWLVqE+Hh2kXl9fT0GDBiA5557DtnZ2bj//vtx33334fXXX79o25qaGtx2223w+Xx47bXXgu5z1qxZKCsr074KC8Vwo7VKvDowrmtq+AnDP+xX3D1TIwiAnKBDy/BGfP+3ZJsNR8IXevClSEGNEfxbcMUJkI2YuNEZM1Fbio1MrJ4iUDBEtEpAZKUbMurl+Ul9uR2TUfzncIUPakggHUmW0C5ox+xI3uMfqiL19zY0jvsjYDCo2bx5M0pKSjBgwAB4vV54vV6sWbMGr7zyCrxeL+rqzNUh27Zti969e/s916tXr4v0MiSgOXz4MFasWBE0SwMAcXFxSEpK8vtqDJCW6Ejm8BAPlZKz4gjZAH1VkBAbfobVgRNiGowNUS9kkayG6Ey2qDfTcNAidVG60ADAZ6BKQK++7xwizsqUDgJoL6pA0CW0KYPFOQfas2XFzuMht62pq0e5milrmSDOgovWLK4x4Nr+5c7IM568SYzX28yPl0deYhVJr2gVQ0HNqFGjsG3bNuTl5WlfAwcORE5ODvLy8hBtssNm+PDhyM/3n3uyZ88edOqkTz4lAc3evXuxcuVKpKSII7iUGOPr3coFI1JbeBG5Q72hRDINN11QvcG82y+LeFv6mtexpRiuyABwfVbkqf9Dp3QhaGqSOK+JN0q/DNeHidLWUrOVRCoD0t5N4Rx5z1Fz0M4JNhONsODb8DozQrhA1Cl+/d4Wpw/BESIf9wwgMTERWVlZfs8lJCQgJSVFe37q1Klo166dprmprq7Gzp07tcdHjx5FXl4emjVrhq5duwIAHn74YQwbNgzPPfccbrvtNmzYsAFvvPEG3njjDQBKQPOTn/wEubm5+PTTT1FXV4djx5TouGXLloiNdafW4lLlaGlkhnUAMLpXKlbuEq/tcEdR5K6u5IJPSoei0IEKTiqra9E0RObs1a/1bjuR7NTHZaXhiSXbASj6gFCZsBeWiWfNDwBDqanQ4coetMBZpKDGayCT5wZfJI+BEqsoHmANMZLFvO+qzvwOxGaYfyoKCgpQXKzPnSgqKkJ2djays7NRXFyMuXPnIjs7G/fee6+2zaBBg/DRRx/hvffeQ1ZWFp5++mnMmzcPOTk5ABRjvqVLl+LIkSO47LLL0LZtW+3rhx9+YH0KjQbSdnz7QHFq70bJKywFANwxWKxzoDslfGGuHn9XA4JIZ8rYBe0RQozEgrE63/gQVTugyx6fbgs978aIXsVOEuL0YDI/TPaSfquJMhkaAJKoske4YIsuA7YTdMCtkRltj1zfg+OR8IO2mhjdq42DR8IWQ5maQKxevTrk/zMyMsJe9AFgwoQJmDBhQsDvRbqPS4E5t/bF4x9GJp4lbcedW4sx94kwY1Q3/HXV3oi2Jd1P720oxOxbxfFHaUUNUKyp8yFWIB+gSDHaKSEitPB6R1EZbuoffH6SSEZvwXj8w20YE6KbJjFev2Q3i7N8+ebCH5bswNistkG/T2s9RBl9QkiK96L8Qm1YE8HNlL9OmkClTJpwTsf7TlRoj42OrBEZd17JLmHo2nUkbYcAsOmQOAZXADCW0kG41eTqrisytMeRTrkWDbr8JFBFyRD05yEqzEkMEcj4MBjlYbJJX1IiXK+gnXThjPj+9Im4c7qIgHnlrtBi5zX5eklcpIwZAEwdqmhRwzkd0zG+iG7tZhHr1ZCE5XyNHgREejMV7YZF34hELWuEoxm1Yg7X7UEYEOFMGbtoQ60wD1Mi2kCQ0QjjDAhz7YD2X+oURsD8xjeRiz+dItxgxP9uPmLTkfBj9zH3G6HWC1oGBPwtJCLFrT5mgRDr1ZAYIlSmhi7XkeFxohBrYHVNeOWObF6HYwr6IvDp1tBaDsLdwzI4HY11wnVKnDqnlAHzI3ApdYp5KyMraYpMb4OzxNxIY2gfpnVQonlPRRqglFCZnAEdxRuSahaxXg1JWG7sp2sGQmVqaG+au4Z2CrqdE9BdQKG0HIdP6R413SIwG3SKSDNhIs3qaUikN5riUnHGCzTkmAFfDlHZcCi8M7KoRGq5L9L8s4ZEOgH9R7WBARCrGxAAWjWLzPvn9x/p2kyZqZE4RnJTvcvg8xDdHq+t3q89bhor1twn2iMkVHs3XRMW+UMXyrellgo8jbSJSvjRgvoMuZXhXcULDApPhy5hEr7dq4wNEfF1mH5tV+3xhZrger9lO8Qx3GvIUzf10R7Xh1isHApTcnYrMqhxMf9cezjo92hTK9HSozSzQnRy0Yp8kQfMvfndwaDfo8356I4p0Yi0M+i5W7PCbyQgdDn2hZ/0d/BI2CDiZ9powuJMpXgt9lWU7UKFoMaA4aAbAFaEETw3RsT7ZEgiJtRtni4nuNWan14ptRZ0flU49lNtk3deIVYZEACaq6vlUIZoW6j5SgM7idWCCwC3RDD5/Bzl+nqmsjrEls7Qv0NzQ9sTjZNIxHrFygibQ/8chMpyiEwMdb0vEzBw5I0MalxMcpPg6VsRL3pGIU6xgHuDmtmf6y624TpbnKA0gote4Rm9RBgjYIYgEo8d/zKgePxhvD7lOpKZPSLadj0yprv2uLI6fJajXXPxjPfSqWOqjqC7dFgX8cqAdKt/JAvapHgx/Y7MIt4VShIxeZRYrSFGBrKJyn5Bh1kawa0+PDTRVF1BRG0TfUzBBM90GbCJYBozAIinshzBgho6MPvVyC7cj8konVJ0k89gpXE6+zr7VnEmdBP6tW+uPV62PbxuxojzsF3Qi91wvkeA7s3TWJBBjcQRRBqKaJY7qCnJwRyvRZ9zQ9ujBzuHIkrMnRAnXkBAZ4+CdQTSovrrQzj2OkVtvX7c9IBLmiV5uv+IiB1E9MynYCMp6PeSiMElzQvL8wM+T39ORBt9AvgH+X/+VFyjQ17IoEbiCLUudeGl6UKNnwh2cdt6JPLBl07wyPV6yWBjEOfpZz/fpT0ONfTSKe67OlN7HGx20t++0gdyilhCo9twgwlUi6mAIEYwwzcgsr8rfcMV3Yk7OojyuTG57wLA1d1bO30ITBHvkyGxDL2SSE8Wcy6JW8XLNLRxYKQjK0SDnh9UKqCANhLo2Tv0NHEa0Q3f6I6VP368PeA29CmEm4TtBHQH3cEgpWO640n0eWPng7R009mmacPdOd26gGrn/u113UNs6T7EfldJAvLY2J7a4zMBBMH0BfzGy4IP+HMS2qgr0DnQ0GZ9IkGXYioiEEaKjogZjEigV//BQhdRJ3QHYneQbNOaPdS8IQFfK9qELpiPCx2wudXFlg6ce7ZNdPBIzEP7gyVKobDEaWh33XMBbqZuSI/mDNHbm5eGmVUS6SgFu5l4md5K/P+CZAhEp0VT3TtnSwjhuVuocmnGLBJyC0q1x6K52EYKXY516znQZTNRJ7+H0yzSHmD1IrbSWUAGNS6EFp8Gej/SHTeiutjS2ZdApQG6S2IUJWYVCbpFe92BUxd9/zzljXJrBF4qTkDPsHllVejZSaEsBEThm0bQ9ScRm70luveUqIFZShijzx/26derZnHif66NIIMaF5KapIsKf9h/8qLvL95YqD2eNjzDjkMyDD3ZNlAL69r9+ofuNy6o+QZa69BeHUMyxTOtM0r7FuL5ikgkPAk0KmFHkbgz3Ai0yDnQovEvK/doj9ME1V2aRQY1LoSuRT/2v4vHDKzJ11er9JwlkaA1AfO/OXDR98sv6BoI0WZXBeJAAGEknVETvNEjKLTo3CugjiMSGoNXkFugM5LBLAJE569TLtMe047gbuLeq3QB84e5Rxw8Evtx51VKEpKzVeKLIsOlbQ+e1IMEQTO8YdlwUJ+4HC4dLCo/uCxjBlx8Mz10Uu/0ePk2d8x9CmXRPy5LPJ8dAi02j8SRV0TaJusZSRHNJiOBbtNuDCamRpBBTSNk+1Hx06PhmLdS13ckxbuz5jub8ne5TlBdEBC6+2HzYd275jKD84ns5Po++t+3oWcQfWNKaSbuuI27qNlgDTVatK+TyF1qdCnj0x+L/b4nui8NgTZC3FXsfy11S/aJzoSH6y5tbIj76ZBIVEScmRSIhrXrC1Qnjsi+PPTft2GG4MgZPcshsq8IXZJtWG6ib0w1AndH/YzSvzXs4vpmr15S7tsu2a5DMsz9lBHilzv927o3HtIzl78cId6YB0Lvtkna44f/86Pf9+js07U9U207JqPQpeL/bCoMsWXjQ9yrlETiAmhX4ZMVVX7fO+2SFRJtEbBy13G/772/Sa/Hi5whoEuUnzSwCJj5nzzt8cAMd3ij5B/396qhsx4iTnsn0N10pyr83/9UAgQ3Z4vpnwUAzZsGLxXTwWZ/ak6Um6CNQhvbMEtABjWNAvpNGkitLypXUB1BbklNN2TGaF1n4lZX4T/e2Ft7fKJBYEYjsr5gXFZb7fE7DYYp0hm0UDcsp6Hdned8sdvvewdP6boIkTNmNJsO+4/d2EMFarUu8NIKxGdb9eDSraZ1K3bqC5chAs4Qs4o7Ph2Si2hFCU93Uun1KkpP0ItKo4oIXfag29DdBF1jX/j9IecOxAJtk3Rh5Pf7LrYIcAP0mIEDLu1YCdWpuIUy3hO5lBkKeriiW4Xz720o0B7fLKj3VDhoq4n/u6GXg0fCBxnUuJTZt/bTHp+jBuAVUhqIO6/oCJGhxz0UUCtRei4JXRoRkW6puk362z8c1B4H8t4RFdoz6PNtge3t3YTgY54k8O8wchO0I3LLBPcEZvTii87UNHNptikUMqhxKbS761NLd2iPn1+mp61FHS9AoAOWBd/qAcFn2/QUb/c0sWer9E7Xs2H0zfTsBT3Q7Cn4OTQJ4gMUqq3YLTSGc3AztS4tK9PQ9hJuYiI194/O5n9JBTUxUY0vBGh8Z3SJQJefaNtu2on3xv7iivGA4GZue0v02vvvXZoepcs4D7vE36UhH/94VHsssjdKIEgw01DX4SZIQCD6hPGGNG+qL7jOVblH40dDd0AdPOnOciZtWvomtWikSW7qTruMUMigxqVktg5clqFdbGnhoZv4MFe/mTZ3wbyhQDxJZc9EnKgcCd9T82E6t0oIsaV4nDynCJ6Ly/RpxKN7iduCS0ihShpk0jWtEerQUvyyzb1X6m62/2+1MuiVLim7gScp8fz8NYrjOV3mdwO/vrab9vjDLUdDbNm4cOfVVnLJEOuSTg8CfRMluGHuEz1teEuBkt3472a9nfvBa7vafkxGGdZF7+TYdEg5hyeWbNeeu/9qcb1RCMO7ttIek2zfbKoT6pbLxBen0g0A76w9BABYe0DPXLph7EkStZharzqDu8WigZDe/OIAmBYJN1bcdceQBOX0ueqLfFLcRlHpxQGByN4ogaC7VAhNY8XPmA3opPu3/Gvd4Yu+74ZzuIXqRvnVolwAQDmlbaInw4vKo9f30B6/t0HpCPxqd4n2nOgaMwC4fVAH7TFxd35l1T7tuenXiB8gBxreOofSK958mdil/WD8h+oybeISU1OjiP8pl0TEZ1uL/Czt3cJV3fSV6WP/2+pKUd6MUXqa91eLclFy1j2dT4SbqQwAXf5zE+HahEV24iUkhCkZj+/bNuT3RSAxwFiTo9SCZaILAoKG5+Dz+fw8aq5wob9LbV09FlDDg/u2F//zYAYZ1LgY2ofmiY934Bf/2qz9v5XAM25o6Jbob/eexG/fz3PuYEzS0KX2f5vdFxRMuty/rLGjqCzIluIysru/ZqbwtL+OI9wQVRFo0UC42dBM0w3n0JCSBvYGbtT6fZ1f4vd/NwY1720oQFGZ/lr8cULvEFu7F0tBzZw5c+DxeDBz5syg2+zYsQOTJk1CRkYGPB4P5s2bF3C7o0eP4s4770RKSgqaNGmCvn37YtOmTdr3fT4f/vjHP6Jt27Zo0qQJRo8ejb179wbc16UCLWZryBMT3NE19IsRmX7/z6XKN2P7uKPjpnsb/5IA3VbvFhqKmce/8p1DR2KehqZ0V73wtUNHYp6GQUv2n1c4dCTsGPzcKr//i+zqHIxpb2/y+3+GS4Tz/ahszBMf7/D7XlfBPcDMYjqo2bhxI+bPn49+/fqF3K6yshKZmZmYM2cO0tIC36TOnDmD4cOHIyYmBl988QV27tyJl156CS1a6CvgF154Aa+88gpef/11rF+/HgkJCbj++utx4YL7Uv2saJsc3IG0T7rYbsKENiFcVO+7OjPo90Qi1Dk8fXOWjUdinlAZALcEl42R8y4ae0LjBjFwOIZ0Fl/gH45RPdsE/Z5bxm0YxdRZVVRUICcnBwsWLPALPAIxaNAgvPjii5gyZQri4gKXRJ5//nl06NABCxcuxODBg9G5c2eMGTMGXboo3Qo+nw/z5s3DH/7wB0ycOBH9+vXDP//5TxQVFWHJkiVmTqFR0Ckl+Gqha6r4gsJwDOjY3OlDsMzgDPdfGEX3O4qE6deI3/lEGN41cGmD7u4Snd+41JuJ5olGUJ65Y0iHoN9zYykzEkwFNdOnT8f48eMxevRoJgexdOlSDBw4EJMnT0Zqaiqys7OxYMEC7fsHDx7EsWPH/H5fcnIyhgwZgrVr1wbcZ1VVFcrLy/2+JO7CTR+6hCAr0+5t3JPiHd8vsAj1hr7uydQEK8mKPNm6IY+PDVw6vstF5zCyR+uAz/9yhHuCy44pTQM+76bPdGpi8CxyY8VwULN48WLk5uZi9uzZzA7iwIEDeO2119CtWzcsX74cDzzwAB566CG88847AIBjxxQTqjZt/FNpbdq00b7XkNmzZyM5OVn76tAheMTqZgK1HrqNKYPc/9r8aWLgMpObArOHKLMuGjedwzU9AhvspYUoEYpG7yCl4+tdVAYMlil2U8YsKUAXFwA8eWMfm4+EPaH0mG7HUFBTWFiIGTNmYNGiRYiPZ3eRqK+vx4ABA/Dcc88hOzsb999/P+677z68/vrrpvc5a9YslJWVaV+Fhe6cAh2Ol2+77KLnXprc3/4DscCvR118M71jsLsCnVE9L76ZZgRZ6YlKDxd4oIQjmIDTTYFZdJAp3G6dzk0TqN3bbbipDAgEvja5KetnFENBzebNm1FSUoIBAwbA6/XC6/VizZo1eOWVV+D1elFXZ07U1rZtW/Tu7R859urVCwUFyph3IjA+fvy43zbHjx8PKj6Oi4tDUlKS31dj5PJOF2uabs4W33WUpl0A58s/TnDXaqhFgIm9b94zyIEjYcvrdw5w+hAM0zAr8/i4nkG2FJdJA9r7/f+yDs2dORAL/GG8OzowQ7H0weEXPeemABkAnrrp4mtpsLl7jQFDZzZq1Chs27YNeXl52tfAgQORk5ODvLw8REebU7wPHz4c+fn5fs/t2bMHnTop0WTnzp2RlpaGVav01sDy8nKsX78eQ4cONfU7GwvRUR78bHiG9v+BnVoEXemJzJ8n+n/wgk2OFpl/3zfE7/9dgsznEpmvHxnp9/+xWeKbvTXks4eu9Pv//Ve5o4uO5tlb/MuZi++/wqEjMc+04Z39/r/5D2w0mHbSr31zv/8vmX5xkCM6HVr6Z4z/cru7MvmG8VlkxIgRvhkzZmj/v+uuu3yPP/649v+qqirfli1bfFu2bPG1bdvW98gjj/i2bNni27t3r7bNhg0bfF6v1/fss8/69u7d61u0aJGvadOmvnfffVfbZs6cOb7mzZv7Pv74Y9/WrVt9EydO9HXu3Nl3/vz5iI6zrKzMB8BXVlZm9ZSFZNG6w765y3f76urqnT4U0yxad9j3h4+2+err3XsOS7Yc8T3+v62+qpo6pw/FNN/vO+GbuXiL71xVjdOHYpq8gjO+R97P81VccO857Cs563v0gzzf6Yoqpw/FNCXlF3wzF2/x7Ss56/ShmKayqtb35MfbfVsLS50+FNPU1tX75nyxy/fZ1iKnD8UURu7fHp/PZ2mu/ciRI3HZZZdppnojR45ERkYG3n77bQDAoUOH0Llz54t+bsSIEVi9erX2/08//RSzZs3C3r170blzZ/zmN7/BfffdRwdfePLJJ/HGG2+gtLQUV155Jf7f//t/6N49stbB8vJyJCcno6ysrNGWoiQSiUQiaWwYuX9bDmrcggxqJBKJRCJxH0bu341XLSSRSCQSieSSQgY1EolEIpFIGgUyqJFIJBKJRNIokEGNRCKRSCSSRoEMaiQSiUQikTQKZFAjkUgkEomkUSCDGolEIpFIJI0CGdRIJBKJRCJpFMigRiKRSCQSSaNABjUSiUQikUgaBTKokUgkEolE0iiQQY1EIpFIJJJGgdfpA7ALMrezvLzc4SORSCQSiUQSKeS+Hcn87UsmqDl79iwAoEOHDg4fiUQikUgkEqOcPXsWycnJIbfx+CIJfRoB9fX1KCoqQmJiIjweD9N9l5eXo0OHDigsLAw7Ft2NNPbzAxr/Ocrzcz+N/Rwb+/kBjf8ceZ2fz+fD2bNnkZ6ejqio0KqZSyZTExUVhfbt23P9HUlJSY3yjUpo7OcHNP5zlOfnfhr7OTb28wMa/znyOL9wGRqCFApLJBKJRCJpFMigRiKRSCQSSaNABjUMiIuLw5NPPom4uDinD4ULjf38gMZ/jvL83E9jP8fGfn5A4z9HEc7vkhEKSyQSiUQiadzITI1EIpFIJJJGgQxqJBKJRCKRNApkUCORSCQSiaRRIIMaiUQikUgkjQIZ1ETIq6++ioyMDMTHx2PIkCHYsGFDyO0/+OAD9OzZE/Hx8ejbty8+//xzm47UGLNnz8agQYOQmJiI1NRU3HzzzcjPzw/5M2+//TY8Ho/fV3x8vE1HbJynnnrqouPt2bNnyJ9xy+sHABkZGRedn8fjwfTp0wNu74bX75tvvsGNN96I9PR0eDweLFmyxO/7Pp8Pf/zjH9G2bVs0adIEo0ePxt69e8Pu1+jnmBehzq+mpgaPPfYY+vbti4SEBKSnp2Pq1KkoKioKuU8z73NehHv97rnnnouOdezYsWH3K8rrB4Q/x0CfSY/HgxdffDHoPkV6DSO5N1y4cAHTp09HSkoKmjVrhkmTJuH48eMh92v2sxspMqiJgP/85z/4zW9+gyeffBK5ubno378/rr/+epSUlATc/ocffsAdd9yBn//859iyZQtuvvlm3Hzzzdi+fbvNRx6eNWvWYPr06Vi3bh1WrFiBmpoajBkzBufOnQv5c0lJSSguLta+Dh8+bNMRm6NPnz5+x/vdd98F3dZNrx8AbNy40e/cVqxYAQCYPHly0J8R/fU7d+4c+vfvj1dffTXg91944QW88soreP3117F+/XokJCTg+uuvx4ULF4Lu0+jnmCehzq+yshK5ubl44oknkJubiw8//BD5+fm46aabwu7XyPucJ+FePwAYO3as37G+9957Ifcp0usHhD9H+tyKi4vx1ltvwePxYNKkSSH3K8prGMm94eGHH8Ynn3yCDz74AGvWrEFRURFuvfXWkPs189k1hE8SlsGDB/umT5+u/b+urs6Xnp7umz17dsDtb7vtNt/48eP9nhsyZIjvF7/4BdfjZEFJSYkPgG/NmjVBt1m4cKEvOTnZvoOyyJNPPunr379/xNu7+fXz+Xy+GTNm+Lp06eKrr68P+H23vX4AfB999JH2//r6el9aWprvxRdf1J4rLS31xcXF+d57772g+zH6ObaLhucXiA0bNvgA+A4fPhx0G6Pvc7sIdH533323b+LEiYb2I+rr5/NF9hpOnDjRd+2114bcRtTX0Oe7+N5QWlrqi4mJ8X3wwQfaNrt27fIB8K1duzbgPsx+do0gMzVhqK6uxubNmzF69GjtuaioKIwePRpr164N+DNr16712x4Arr/++qDbi0RZWRkAoGXLliG3q6ioQKdOndChQwdMnDgRO3bssOPwTLN3716kp6cjMzMTOTk5KCgoCLqtm1+/6upqvPvuu5g2bVrIwa1ue/1oDh48iGPHjvm9RsnJyRgyZEjQ18jM51gkysrK4PF40Lx585DbGXmfO83q1auRmpqKHj164IEHHsCpU6eCbuv21+/48eP47LPP8POf/zzstqK+hg3vDZs3b0ZNTY3fa9KzZ0907Ngx6Gti5rNrFBnUhOHkyZOoq6tDmzZt/J5v06YNjh07FvBnjh07Zmh7Uaivr8fMmTMxfPhwZGVlBd2uR48eeOutt/Dxxx/j3XffRX19PYYNG4YjR47YeLSRM2TIELz99ttYtmwZXnvtNRw8eBBXXXUVzp49G3B7t75+ALBkyRKUlpbinnvuCbqN216/hpDXwchrZOZzLAoXLlzAY489hjvuuCPkkECj73MnGTt2LP75z39i1apVeP7557FmzRqMGzcOdXV1Abd38+sHAO+88w4SExPDlmZEfQ0D3RuOHTuG2NjYiwLtcPdGsk2kP2OUS2ZKtyQ806dPx/bt28PWcIcOHYqhQ4dq/x82bBh69eqF+fPn4+mnn+Z9mIYZN26c9rhfv34YMmQIOnXqhPfffz+ilZObePPNNzFu3Dikp6cH3cZtr9+lTE1NDW677Tb4fD689tprIbd10/t8ypQp2uO+ffuiX79+6NKlC1avXo1Ro0Y5eGR8eOutt5CTkxNWkC/qaxjpvUEEZKYmDK1atUJ0dPRFiu7jx48jLS0t4M+kpaUZ2l4EHnzwQXz66af4+uuv0b59e0M/GxMTg+zsbOzbt4/T0bGlefPm6N69e9DjdePrBwCHDx/GypUrce+99xr6Obe9fuR1MPIamfkcOw0JaA4fPowVK1aEzNIEItz7XCQyMzPRqlWroMfqxteP8O233yI/P9/w5xIQ4zUMdm9IS0tDdXU1SktL/bYPd28k20T6M0aRQU0YYmNjcfnll2PVqlXac/X19Vi1apXfapdm6NChftsDwIoVK4Ju7yQ+nw8PPvggPvroI3z11Vfo3Lmz4X3U1dVh27ZtaNu2LYcjZE9FRQX2798f9Hjd9PrRLFy4EKmpqRg/fryhn3Pb69e5c2ekpaX5vUbl5eVYv3590NfIzOfYSUhAs3fvXqxcuRIpKSmG9xHufS4SR44cwalTp4Ieq9teP5o333wTl19+Ofr372/4Z518DcPdGy6//HLExMT4vSb5+fkoKCgI+pqY+eyaOXBJGBYvXuyLi4vzvf32276dO3f67r//fl/z5s19x44d8/l8Pt9dd93le/zxx7Xtv//+e5/X6/XNnTvXt2vXLt+TTz7pi4mJ8W3bts2pUwjKAw884EtOTvatXr3aV1xcrH1VVlZq2zQ8vz/96U++5cuX+/bv3+/bvHmzb8qUKb74+Hjfjh07nDiFsPz2t7/1rV692nfw4EHf999/7xs9erSvVatWvpKSEp/P5+7Xj1BXV+fr2LGj77HHHrvoe258/c6ePevbsmWLb8uWLT4Avpdfftm3ZcsWrftnzpw5vubNm/s+/vhj39atW30TJ070de7c2Xf+/HltH9dee63vb3/7m/b/cJ9jUc6vurrad9NNN/nat2/vy8vL8/tcVlVVBT2/cO9zUc7v7NmzvkceecS3du1a38GDB30rV670DRgwwNetWzffhQsXgp6fSK+fzxf+Perz+XxlZWW+pk2b+l577bWA+xD5NYzk3vDLX/7S17FjR99XX33l27Rpk2/o0KG+oUOH+u2nR48evg8//FD7fySfXSvIoCZC/va3v/k6duzoi42N9Q0ePNi3bt067XsjRozw3X333X7bv//++77u3bv7YmNjfX369PF99tlnNh9xZAAI+LVw4UJtm4bnN3PmTO1v0aZNG98NN9zgy83Ntf/gI+T222/3tW3b1hcbG+tr166d7/bbb/ft27dP+76bXz/C8uXLfQB8+fn5F33Pja/f119/HfB9Sc6jvr7e98QTT/jatGnji4uL840aNeqic+/UqZPvySef9Hsu1OfYTkKd38GDB4N+Lr/++mttHw3PL9z73E5CnV9lZaVvzJgxvtatW/tiYmJ8nTp18t13330XBSciv34+X/j3qM/n882fP9/XpEkTX2lpacB9iPwaRnJvOH/+vO9Xv/qVr0WLFr6mTZv6brnlFl9xcfFF+6F/JpLPrhU86i+VSCQSiUQicTVSUyORSCQSiaRRIIMaiUQikUgkjQIZ1EgkEolEImkUyKBGIpFIJBJJo0AGNRKJRCKRSBoFMqiRSCQSiUTSKJBBjUQikUgkkkaBDGokEolEIpE0CmRQI5FIJBKJpFEggxqJRCKRSCSNAhnUSCQSiUQiaRTIoEYikUgkEkmj4P8DTFO+jHlLWRMAAAAASUVORK5CYII=",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"import random\n",
"\n",
"def Evaluacion_Señal_Lenta(Tiempo, Distancia, AmpResp, FrecResp, FaseResp, AmpCard, FrecCard, FaseCard):\n",
" # AmpResp es la Amplitud Respiratoria\n",
" # FrecResp es la Frecuencia Respiratoria\n",
" # FaseResp es la Fase de la señal de la respiracion\n",
" # AmpCard es la Amplitud Cardiaca\n",
" # FrecCard es la Frecuancia Cardiaca\n",
" # FaseCard es la Fase de la señal cardiaca\n",
" Señal_Respiratoria = AmpResp * np.sin(2*np.pi*FrecResp*Tiempo + FaseResp)\n",
" Señal_Cardiaca = AmpCard * np.sin(2*np.pi* FrecCard*Tiempo + FaseCard)\n",
" return Distancia + Señal_Respiratoria + Señal_Cardiaca\n",
"\n",
"\n",
"###### Defino las constantes para las generaciones de los pulsos de señal lenta\n",
"### Comienzo por la definicion de las constantes de la señal lenta\n",
"Amplitud_Respiratoria_Minima = 0.4\n",
"Amplitud_Respiratoria_Maxima = 1.2\n",
"Amplitud_Cardiaca_Minima = 0.01 ## Este valor es un valor inicial para simular el ritmo cardiaco\n",
"Amplitud_Cardiaca_Maxima = 0.02 ## Este valor es un valor inicial para la simulacion del ritmo cardiaco\n",
"\n",
"Frecuencia_Respiratoria_Inferior = 0.1\n",
"Frecuencia_Respiratoria_Superior = 0.7\n",
"Frecuencia_Cardiaca_Superior = 1/60\n",
"Frecuencia_Cardiaca_Inferior = 1/90\n",
"\n",
"Distancia_Paciente_Minima = 400\n",
"Distancia_Paciente_Maxima = 1000\n",
"\n",
"Periodo_Muestreo_Lenta = 0.002\n",
"\n",
"###### Comienzo las simulaciones de la señal lenta\n",
"### Muestra de las variables aleatorias\n",
"np.random.seed(42)\n",
"\n",
"Distancia_Paciente = np.random.uniform(Distancia_Paciente_Minima, Distancia_Paciente_Maxima) \n",
"\n",
"Amplitud_Respitatoria = np.random.uniform(low = Amplitud_Respiratoria_Minima, high = Amplitud_Respiratoria_Maxima, size = 1)\n",
"Amplitud_Cardiaca = np.random.uniform(low = Amplitud_Cardiaca_Minima, high = Amplitud_Cardiaca_Maxima, size = 1)\n",
"\n",
"Frecuencia_Respiratoria = np.random.uniform(low = Frecuencia_Respiratoria_Inferior, high = Frecuencia_Respiratoria_Superior, size = 1)\n",
"Frecuencia_Cardiaca = np.random.uniform(low = Frecuencia_Cardiaca_Inferior, high = Frecuencia_Cardiaca_Superior, size = 1)\n",
"\n",
"Fase_Respiracion = np.random.uniform(0, np.pi)\n",
"Fase_Cardiaca = np.random.uniform(0, np.pi)\n",
"\n",
"ValoresLinea = np.linspace(0,10,int(10/Periodo_Muestreo_Lenta))\n",
"Resultado_Desfasaje = Evaluacion_Señal_Lenta(ValoresLinea, Distancia_Paciente, Amplitud_Respitatoria, Frecuencia_Respiratoria,\n",
" Fase_Respiracion, Amplitud_Cardiaca, Frecuencia_Cardiaca, Fase_Cardiaca)\n",
"\n",
"plt.figure()\n",
"plt.plot(ValoresLinea,Resultado_Desfasaje)\n",
"\n",
"Velocidad_Luz = 299792458 ## Metros por segundo\n",
" ## 29979245800 es en centimetros por segundo\n",
"Velocidad_Luz_V2 = 29979245800\n",
"\n",
"Fesfasaje = Resultado_Desfasaje/Velocidad_Luz_V2 * 2 ## El *2 esta porque el trayecto es ida y vuelta de la onda\n",
"\n",
"plt.figure()\n",
"plt.plot(ValoresLinea,Fesfasaje)\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(4e-08, 5e-08)"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"###### Comienzo a generar la señal rapida\n",
"### Primero genero la funcion para evaluar la señal de frecuencia rapida\n",
"\n",
"def Evaluacion_Señal_Lenta_Escalon(Muestreo_Rapido, Desfasaje_Señal, Frecuencia_Portadora, Periodo_Pulso):\n",
" Frecuencia_Portadora = 1/(Ancho_De_Banda_Fraccional * Periodo_Pulso)\n",
" Nuevos_Tiempos_Muestras = Muestreo_Rapido - Desfasaje_Señal\n",
" Resultado_Parcial = np.cos(2*np.pi*Frecuencia_Portadora*Nuevos_Tiempos_Muestras)\n",
" Resultado = np.zeros([len(Muestreo_Rapido)])\n",
"\n",
" for i in range(len(Nuevos_Tiempos_Muestras)):\n",
" if (Nuevos_Tiempos_Muestras[i] >= 0 and Nuevos_Tiempos_Muestras[i] <= Periodo_Pulso/2) :\n",
" Resultado[i] = Resultado_Parcial[i]\n",
" return Resultado\n",
"\n",
"#### Esta es un ejemplo de generacion de onda rapida\n",
"Ancho_De_Banda_Fraccional = 0.2\n",
"Desfasaje_Señal = Fesfasaje[4]\n",
"Periodo_Pulso = 2 * (10**(-9))\n",
"Frecuencia_Portadora = 1/(Ancho_De_Banda_Fraccional * Periodo_Pulso)\n",
"Frecuencia_Muestreo_Rapida = Frecuencia_Portadora* 10\n",
"#Muestreo_Rapido = np.linspace(0,10**(-7),10000)\n",
"Muestreo_Rapido = np.linspace(0,10**(-7),int(10**(-7)*Frecuencia_Muestreo_Rapida))\n",
"\n",
"\n",
"Nuevos_Tiempos_Muestras = Muestreo_Rapido - Desfasaje_Señal\n",
"Resultado_Parcial = np.cos(2*np.pi*Frecuencia_Portadora*Nuevos_Tiempos_Muestras)\n",
"Resultado = np.zeros([len(Muestreo_Rapido)])\n",
"\n",
"for i in range(len(Nuevos_Tiempos_Muestras)):\n",
" if (Nuevos_Tiempos_Muestras[i] >= 0 and Nuevos_Tiempos_Muestras[i] <= Periodo_Pulso/2) :\n",
" Resultado[i] = Resultado_Parcial[i]\n",
"\n",
"#Resultado = np.where(Nuevos_Tiempos_Muestras>=0 & Nuevos_Tiempos_Muestras <= Periodo_Pulso/2, Resultado_Parcial,0)[0]\n",
"\n",
"plt.figure()\n",
"plt.plot(Muestreo_Rapido, Resultado)\n",
"plt.xlim([0.4*(10**(-7)), 0.5*(10**(-7))])"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(4.1499999999999994e-08, 4.2999999999999995e-08)"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"### Entonces podemos utilizar ambos codigos para generar la matriz de muestras rapidas y lentas\n",
"\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"import random\n",
"\n",
"def Evaluacion_Señal_Lenta(Tiempo, Distancia, AmpResp, FrecResp, FaseResp, AmpCard, FrecCard, FaseCard):\n",
" Señal_Respiratoria = AmpResp * np.sin(2*np.pi*FrecResp*Tiempo + FaseResp)\n",
" Señal_Cardiaca = AmpCard * np.sin(2*np.pi* FrecCard*Tiempo + FaseCard)\n",
" return Distancia + Señal_Respiratoria + Señal_Cardiaca\n",
"\n",
"Amplitud_Respiratoria_Minima = 0.4\n",
"Amplitud_Respiratoria_Maxima = 1.2\n",
"Amplitud_Cardiaca_Minima = 0.01 ## Este valor es un valor inicial para simular el ritmo cardiaco\n",
"Amplitud_Cardiaca_Maxima = 0.02 ## Este valor es un valor inicial para la simulacion del ritmo cardiaco\n",
"Frecuencia_Respiratoria_Inferior = 0.1\n",
"Frecuencia_Respiratoria_Superior = 0.7\n",
"Frecuencia_Respiratoria_Inferior = 0.1\n",
"Frecuencia_Respiratoria_Superior = 0.7\n",
"Frecuencia_Cardiaca_Superior = 1/60\n",
"Frecuencia_Cardiaca_Inferior = 1/90\n",
"\n",
"Distancia_Paciente_Minima = 400\n",
"Distancia_Paciente_Maxima = 1000\n",
"\n",
"Periodo_Muestreo_Lenta = 0.002\n",
"\n",
"Velocidad_Luz_V2 = 29979245800\n",
"\n",
"###### Comienzo las simulaciones de la señal lenta\n",
"np.random.seed(42)\n",
"\n",
"Distancia_Paciente = np.random.uniform(Distancia_Paciente_Minima, Distancia_Paciente_Maxima) \n",
"\n",
"Amplitud_Respitatoria = np.random.uniform(low = Amplitud_Respiratoria_Minima, high = Amplitud_Respiratoria_Maxima, size = 1)\n",
"Amplitud_Cardiaca = np.random.uniform(low = Amplitud_Cardiaca_Minima, high = Amplitud_Cardiaca_Maxima, size = 1)\n",
"\n",
"Frecuencia_Respiratoria = np.random.uniform(low = Frecuencia_Respiratoria_Inferior, high = Frecuencia_Respiratoria_Superior, size = 1)\n",
"Frecuencia_Cardiaca = np.random.uniform(low = Frecuencia_Cardiaca_Inferior, high = Frecuencia_Cardiaca_Superior, size = 1)\n",
"\n",
"Fase_Respiracion = np.random.uniform(0, np.pi)\n",
"Fase_Cardiaca = np.random.uniform(0, np.pi)\n",
"\n",
"ValoresLinea = np.linspace(0,1,int(1/Periodo_Muestreo_Lenta))\n",
"Resultado_Desfasaje = Evaluacion_Señal_Lenta(ValoresLinea, Distancia_Paciente, Amplitud_Respitatoria, Frecuencia_Respiratoria,\n",
" Fase_Respiracion, Amplitud_Cardiaca, Frecuencia_Cardiaca, Fase_Cardiaca)\n",
"\n",
"Fesfasaje = Resultado_Desfasaje/Velocidad_Luz_V2 * 2 ## El *2 esta porque el trayecto es ida y vuelta de la onda\n",
"\n",
"###### Comienzo de La señal rapida\n",
"def Evaluacion_Señal_Lenta_Escalon(Muestreo_Rapido, Desfasaje_Señal, Frecuencia_Portadora, Periodo_Pulso):\n",
" Frecuencia_Portadora = 1/(Ancho_De_Banda_Fraccional * Periodo_Pulso)\n",
" Nuevos_Tiempos_Muestras = Muestreo_Rapido - Desfasaje_Señal\n",
" Resultado_Parcial = np.cos(2*np.pi*Frecuencia_Portadora*Nuevos_Tiempos_Muestras)\n",
" Resultado = np.zeros([len(Muestreo_Rapido)])\n",
"\n",
" for i in range(len(Nuevos_Tiempos_Muestras)):\n",
" if (Nuevos_Tiempos_Muestras[i] >= 0 and Nuevos_Tiempos_Muestras[i] <= Periodo_Pulso/2) :\n",
" Resultado[i] = Resultado_Parcial[i]\n",
" return Resultado\n",
"\n",
"Ancho_De_Banda_Fraccional = 0.2\n",
"\n",
"Desfasaje_Señal = Fesfasaje[4]\n",
"Periodo_Pulso = 2 * (10**(-9))\n",
"Frecuencia_Portadora = 1/(Ancho_De_Banda_Fraccional * Periodo_Pulso)\n",
"\n",
"Frecuencia_Muestreo_Rapida = Frecuencia_Portadora* 100\n",
"#Muestreo_Rapido = np.linspace(0,10**(-7),10000)\n",
"Muestreo_Rapido = np.linspace(0,0.6*10**(-7),int(0.6*10**(-7)*Frecuencia_Muestreo_Rapida))\n",
"\n",
"\n",
"Matriz_Dos_Velocidades = np.zeros([len(ValoresLinea),len(Muestreo_Rapido)]) ## No recuerdo bien el nombre de la matriz\n",
"Matriz_Dos_Velocidades_grafco = np.zeros([len(ValoresLinea),len(Muestreo_Rapido)]) ## No recuerdo bien el nombre de la matriz\n",
"\n",
"for i in range(len(ValoresLinea)):\n",
" Matriz_Dos_Velocidades[i,:] = Evaluacion_Señal_Lenta_Escalon(Muestreo_Rapido,Fesfasaje[i] ,Frecuencia_Portadora, Periodo_Pulso)\n",
" Matriz_Dos_Velocidades_grafco[i,:] = (Matriz_Dos_Velocidades[i,:] - 0.25*i)\n",
"\n",
"plt.figure()\n",
"for i in range(len(ValoresLinea)):\n",
" plt.plot(Muestreo_Rapido, Matriz_Dos_Velocidades_grafco[i,:])\n",
"plt.xlim([0.4*(10**(-7)), 0.5*(10**(-7))])\n",
"\n",
"for i in range(len(ValoresLinea)):\n",
" Matriz_Dos_Velocidades[i,:] = Evaluacion_Señal_Lenta_Escalon(Muestreo_Rapido,Fesfasaje[i] ,Frecuencia_Portadora, Periodo_Pulso)\n",
" Matriz_Dos_Velocidades_grafco[i,:] = (Matriz_Dos_Velocidades[i,:] - 0.5*i)\n",
"\n",
"plt.figure()\n",
"for i in range(len(ValoresLinea)):\n",
" plt.plot(Muestreo_Rapido, Matriz_Dos_Velocidades_grafco[i,:])\n",
"plt.xlim([0.415*(10**(-7)), 0.43*(10**(-7))])"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [
{
"ename": "ValueError",
"evalue": "Invalid cutoff frequency: frequencies must be greater than 0 and less than fs/2.",
"output_type": "error",
"traceback": [
"\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[1;31mValueError\u001b[0m Traceback (most recent call last)",
"Cell \u001b[1;32mIn[5], line 28\u001b[0m\n\u001b[0;32m 25\u001b[0m \u001b[38;5;66;03m# Diseño de un filtro FIR pasabajos con la función firwin\u001b[39;00m\n\u001b[0;32m 26\u001b[0m \u001b[38;5;66;03m# La longitud del filtro puede ajustarse según el desempeño deseado (mayor longitud = mejor atenuación en la banda de stop)\u001b[39;00m\n\u001b[0;32m 27\u001b[0m orden_filtro \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m101\u001b[39m \u001b[38;5;66;03m# Orden del filtro FIR\u001b[39;00m\n\u001b[1;32m---> 28\u001b[0m filtro_pasabajo \u001b[38;5;241m=\u001b[39m \u001b[43msignal\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mfirwin\u001b[49m\u001b[43m(\u001b[49m\u001b[43morden_filtro\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mfrecuencia_corte\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mfs\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mfrecuencia_muestreo\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 30\u001b[0m \u001b[38;5;66;03m# Aplicación del filtro a la señal\u001b[39;00m\n\u001b[0;32m 31\u001b[0m señal_demodulada \u001b[38;5;241m=\u001b[39m signal\u001b[38;5;241m.\u001b[39mlfilter(filtro_pasabajo, \u001b[38;5;241m1.0\u001b[39m, SeñalesSumadas)\n",
"File \u001b[1;32mc:\\Users\\Bruno\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\signal\\_fir_filter_design.py:385\u001b[0m, in \u001b[0;36mfirwin\u001b[1;34m(numtaps, cutoff, width, window, pass_zero, scale, fs)\u001b[0m\n\u001b[0;32m 383\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mAt least one cutoff frequency must be given.\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m 384\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m cutoff\u001b[38;5;241m.\u001b[39mmin() \u001b[38;5;241m<\u001b[39m\u001b[38;5;241m=\u001b[39m \u001b[38;5;241m0\u001b[39m \u001b[38;5;129;01mor\u001b[39;00m cutoff\u001b[38;5;241m.\u001b[39mmax() \u001b[38;5;241m>\u001b[39m\u001b[38;5;241m=\u001b[39m \u001b[38;5;241m1\u001b[39m:\n\u001b[1;32m--> 385\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mInvalid cutoff frequency: frequencies must be \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m 386\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mgreater than 0 and less than fs/2.\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m 387\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m np\u001b[38;5;241m.\u001b[39many(np\u001b[38;5;241m.\u001b[39mdiff(cutoff) \u001b[38;5;241m<\u001b[39m\u001b[38;5;241m=\u001b[39m \u001b[38;5;241m0\u001b[39m):\n\u001b[0;32m 388\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mInvalid cutoff frequencies: the frequencies \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m 389\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmust be strictly increasing.\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n",
"\u001b[1;31mValueError\u001b[0m: Invalid cutoff frequency: frequencies must be greater than 0 and less than fs/2."
]
},
{
"data": {
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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"SeñalRecibida = Matriz_Dos_Velocidades[2,:]\n",
"\n",
"Señal1 = np.sin(Muestreo_Rapido*2*np.pi*Frecuencia_Portadora)* SeñalRecibida\n",
"Señal2 = np.sin(Muestreo_Rapido*2*np.pi*Frecuencia_Portadora + np.pi/2)* SeñalRecibida\n",
"\n",
"plt.figure()\n",
"plt.plot(Muestreo_Rapido, Señal1)\n",
"plt.plot(Muestreo_Rapido,Señal2)\n",
"plt.xlim([0.415*(10**(-7)), 0.43*(10**(-7))])\n",
"\n",
"SeñalesSumadas = Señal1 + Señal2\n",
"plt.figure()\n",
"plt.plot(Muestreo_Rapido, SeñalesSumadas)\n",
"plt.xlim([0.415*(10**(-7)), 0.43*(10**(-7))])\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"499999999.99999994\n",
"2499999999.9999995\n"
]
}
],
"source": [
"print(1/Periodo_Pulso)\n",
"\n",
"print(Frecuencia_Portadora)\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [
{
"ename": "NameError",
"evalue": "name 'SeñalesSumadas' is not defined",
"output_type": "error",
"traceback": [
"\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)",
"Cell \u001b[1;32mIn[4], line 17\u001b[0m\n\u001b[0;32m 14\u001b[0m filtro_pasabajo \u001b[38;5;241m=\u001b[39m signal\u001b[38;5;241m.\u001b[39mfirwin(orden_filtro, frecuencia_corte, fs\u001b[38;5;241m=\u001b[39mFrecuencia_Muestreo_Rapida, window\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mhamming\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[0;32m 16\u001b[0m \u001b[38;5;66;03m# Aplicación del filtro a la señal\u001b[39;00m\n\u001b[1;32m---> 17\u001b[0m señal_demodulada \u001b[38;5;241m=\u001b[39m signal\u001b[38;5;241m.\u001b[39mlfilter(filtro_pasabajo, \u001b[38;5;241m1.0\u001b[39m, \u001b[43mSeñalesSumadas\u001b[49m)\n\u001b[0;32m 19\u001b[0m \u001b[38;5;66;03m# Mostrar la señal original y la demodulada\u001b[39;00m\n\u001b[0;32m 20\u001b[0m plt\u001b[38;5;241m.\u001b[39mfigure(figsize\u001b[38;5;241m=\u001b[39m(\u001b[38;5;241m10\u001b[39m, \u001b[38;5;241m6\u001b[39m))\n",
"\u001b[1;31mNameError\u001b[0m: name 'SeñalesSumadas' is not defined"
]
}
],
"source": [
"import numpy as np\n",
"import scipy.signal as signal\n",
"import matplotlib.pyplot as plt\n",
"\n",
"# Suponiendo que 'señal_modulada' es la señal modulada que has obtenido después de la convolución con la portadora\n",
"# Definimos las variables\n",
"frecuencia_corte = 1/Periodo_Pulso * 5 # Frecuencia de corte del filtro pasabajos (en Hz)\n",
"#frecuencia_corte = Frecuencia_Portadora\n",
"\n",
"\n",
"# Diseño de un filtro FIR pasabajos con la función firwin\n",
"# La longitud del filtro puede ajustarse según el desempeño deseado (mayor longitud = mejor atenuación en la banda de stop)\n",
"orden_filtro = 2001 # Orden del filtro FIR\n",
"filtro_pasabajo = signal.firwin(orden_filtro, frecuencia_corte, fs=Frecuencia_Muestreo_Rapida, window='hamming')\n",
"\n",
"# Aplicación del filtro a la señal\n",
"señal_demodulada = signal.lfilter(filtro_pasabajo, 1.0, SeñalesSumadas)\n",
"\n",
"# Mostrar la señal original y la demodulada\n",
"plt.figure(figsize=(10, 6))\n",
"plt.subplot(2, 1, 1)\n",
"plt.plot(SeñalesSumadas[10000:12500]) # Mostrar solo una parte de la señal para claridad\n",
"plt.title('Señal Modulda DSB-SC')\n",
"\n",
"plt.subplot(2, 1, 2)\n",
"plt.plot(señal_demodulada[10000:12500]) # Mostrar la señal demodulada\n",
"plt.title('Señal Demodulada (Baseband)')\n",
"\n",
"plt.tight_layout()\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Segunda Simulacion: Exploracion de los metodos de analisis espectral\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Librerias y funcione para generar la señal"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Frecuencia respiratoria: 0.24966462104925913\n",
"Frecuencia cardiaca: 0.7890046601106091\n",
"Amplitud respiratoria 1.1605714451279328\n",
"Amplitud cardiaca 0.01731993941811405\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"\n",
"import numpy as np\n",
"import scipy.signal as signal\n",
"import matplotlib.pyplot as plt\n",
"import random\n",
"import spectrum\n",
"\n",
"def Evaluacion_Señal_Lenta(Tiempo, Distancia, AmpResp, FrecResp, FaseResp, AmpCard, FrecCard, FaseCard):\n",
" # AmpResp es la Amplitud Respiratoria\n",
" # FrecResp es la Frecuencia Respiratoria\n",
" # FaseResp es la Fase de la señal de la respiracion\n",
" # AmpCard es la Amplitud Cardiaca\n",
" # FrecCard es la Frecuancia Cardiaca\n",
" # FaseCard es la Fase de la señal cardiaca\n",
" Señal_Respiratoria = AmpResp * np.sin(2*np.pi*FrecResp*Tiempo + FaseResp)\n",
" Señal_Cardiaca = AmpCard * np.sin(2*np.pi* FrecCard*Tiempo + FaseCard)\n",
" return Distancia + Señal_Respiratoria + Señal_Cardiaca\n",
"\n",
"def Generacion_Muestras(Tiempo_Inicio, Tiempo_Fin, Periodo_Muestreo_Lenta,Seed= None):\n",
" \n",
"\tif Seed != None:\n",
"\t\tnp.random.seed(Seed)\n",
" \n",
"\t###### Defino las constantes para las generaciones de los pulsos de señal lenta\n",
"\t### Comienzo por la definicion de las constantes de la señal lenta\n",
"\tAmplitud_Respiratoria_Minima = 0.4\n",
"\tAmplitud_Respiratoria_Maxima = 1.2\n",
"\tAmplitud_Cardiaca_Minima = 0.01 ## Este valor es un valor inicial para simular el ritmo cardiaco\n",
"\tAmplitud_Cardiaca_Maxima = 0.02 ## Este valor es un valor inicial para la simulacion del ritmo cardiaco\n",
"\n",
"\tFrecuencia_Respiratoria_Inferior = 0.1\n",
"\tFrecuencia_Respiratoria_Superior = 0.35\n",
"\tFrecuencia_Cardiaca_Superior = 60/60 ## Esto es 60 / frecuencia_Minima porque son ciclos por minuto y tengo que transformar a segundos\n",
"\tFrecuencia_Cardiaca_Inferior = 60/80 ##\n",
"\n",
"\tDistancia_Paciente_Minima = 400\n",
"\tDistancia_Paciente_Maxima = 1000\n",
"\n",
"\t###### Comienzo las simulaciones de la señal lenta\n",
"\t### Muestra de las variables aleatorias\n",
"\n",
"\tDistancia_Paciente = np.random.uniform(Distancia_Paciente_Minima, Distancia_Paciente_Maxima) \n",
"\n",
"\tAmplitud_Respitatoria = np.random.uniform(low = Amplitud_Respiratoria_Minima, high = Amplitud_Respiratoria_Maxima, size = 1)\n",
"\tAmplitud_Cardiaca = np.random.uniform(low = Amplitud_Cardiaca_Minima, high = Amplitud_Cardiaca_Maxima, size = 1)\n",
"\n",
"\tFrecuencia_Respiratoria = np.random.uniform(low = Frecuencia_Respiratoria_Inferior, high = Frecuencia_Respiratoria_Superior, size = 1)\n",
"\tFrecuencia_Cardiaca = np.random.uniform(low = Frecuencia_Cardiaca_Inferior, high = Frecuencia_Cardiaca_Superior, size = 1)\n",
"\n",
"\tFase_Respiracion = np.random.uniform(0, np.pi)\n",
"\tFase_Cardiaca = np.random.uniform(0, np.pi)\n",
"\n",
"\t### Muestreo la señal lenta generada / Genero la señal lenta\n",
"\n",
"\tValoresLinea = np.linspace(Tiempo_Inicio,Tiempo_Fin,int(Tiempo_Fin/Periodo_Muestreo_Lenta))\n",
"\tResultado_Desfasaje = Evaluacion_Señal_Lenta(ValoresLinea, Distancia_Paciente, Amplitud_Respitatoria, Frecuencia_Respiratoria, \n",
" Fase_Respiracion, Amplitud_Cardiaca, Frecuencia_Cardiaca, Fase_Cardiaca)\n",
"\n",
"\tLista_Elementos = list([Frecuencia_Respiratoria[0], Frecuencia_Cardiaca[0], Amplitud_Respitatoria[0], Amplitud_Cardiaca[0]])\n",
"\treturn ValoresLinea, Resultado_Desfasaje, Lista_Elementos\n",
"\n",
"\n",
"Tiempo_Inicio = 0\n",
"Tiempo_Fin = 1000\n",
"Periodo_Muestreo_Lenta = 0.01\n",
"Seed = 42\n",
"\n",
"ValoresLinea, Resultado_Desfasaje, Lista_Parametros= Generacion_Muestras(Tiempo_Inicio, Tiempo_Fin, Periodo_Muestreo_Lenta, Seed)\n",
"\n",
"plt.figure()\n",
"plt.plot(ValoresLinea,Resultado_Desfasaje)\n",
"plt.grid()\n",
"\n",
"print(\"Frecuencia respiratoria:\",Lista_Parametros[0])\n",
"print(\"Frecuencia cardiaca:\", Lista_Parametros[1])\n",
"\n",
"print(\"Amplitud respiratoria\", Lista_Parametros[2])\n",
"print(\"Amplitud cardiaca\", Lista_Parametros[3])\n",
"\n",
"class Datos_Señal:\n",
"\tdef __init__(self, Lista_Parametros):\n",
"\t\tself.Frecuencia_Respiratoria = Lista_Parametros[0]\n",
"\t\tself.Frecuencia_Cardiaca = Lista_Parametros[1]\n",
"\t\tself.Aplitud_Respiratoria = Lista_Parametros[2]\n",
"\t\tself.Amplitud_Cardiaca = Lista_Parametros[3]\n",
"\t\tself.Cantidad_Armonicos_Respiratorios = Lista_Parametros[4]\n",
"\t\tself.Cantidad_Armonicos_Cardiacos = Lista_Parametros[5]\n",
"\t\t\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Exploracion de frecuencia de muestreo "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Intervalo general"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"C:\\Users\\Bruno\\AppData\\Local\\Temp\\ipykernel_13872\\912760852.py:37: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n",
" plt.tight_layout() # Para que no se encimen los títulos y ejes\n",
"C:\\Users\\Bruno\\AppData\\Roaming\\Python\\Python312\\site-packages\\IPython\\core\\pylabtools.py:170: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1400x600 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"Periodo_Muestreo_Lenta = 10**-np.linspace(start=0.1, stop=4, num=11)\n",
"Tiempo_Inicio = 0\n",
"Tiempo_Fin = 1000\n",
"Cant_Componentes = 5\n",
"Comp_Ruido = 1\n",
"Seed = 42\n",
"\n",
"# Crear una figura con dos ejes uno al lado del otro\n",
"fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(14, 6)) # Ancho y alto en pulgadas\n",
"\n",
"for i in range(len(Periodo_Muestreo_Lenta)):\n",
"\tValoresLinea, Resultado_Desfasaje, Lista_Parametros= Generacion_Muestras(Tiempo_Inicio, Tiempo_Fin, Periodo_Muestreo_Lenta[i], Seed)\n",
"\tDesfasaje_Señal_Sin_Media = Resultado_Desfasaje-np.mean(Resultado_Desfasaje)\n",
"\tEstimacion_PMUSIC = spectrum.pmusic(Desfasaje_Señal_Sin_Media, IP=Cant_Componentes, NSIG=Cant_Componentes-Comp_Ruido, sampling=1/Periodo_Muestreo_Lenta[i])\n",
"\tEstimacion_PMUSIC()\n",
"\n",
"\t# Superponer el espectro al mismo eje\n",
"\tax1.plot(Estimacion_PMUSIC.frequencies(), 10 * np.log10(Estimacion_PMUSIC.psd), label=f'Ts={Periodo_Muestreo_Lenta[i]:.5f}')\n",
"\t# Superponer el espectro al mismo eje\n",
"\tax2.plot(Estimacion_PMUSIC.frequencies(), 10 * np.log10(Estimacion_PMUSIC.psd), label=f'Ts={Periodo_Muestreo_Lenta[i]:.5f}')\n",
"\n",
"# Estética del plot\n",
"ax1.set_title(\"Espectros PMUSIC Superpuestos[dB] - Figura 1\")\n",
"ax1.set_xlabel(\"Frecuencia [Hz]\")\n",
"ax1.set_ylabel(\"Densidad espectral\")\n",
"ax1.legend()\n",
"ax1.grid(True)\n",
"ax1.set_xlim([0,1])\n",
"\n",
"# Estética del plot\n",
"ax2.set_title(\"Espectros PMUSIC Superpuestos[dB] - Figura 2\")\n",
"ax2.set_xlabel(\"Frecuencia [Hz]\")\n",
"ax2.set_ylabel(\"Densidad espectral\")\n",
"ax2.legend()\n",
"ax2.grid(True)\n",
"\n",
"plt.tight_layout() # Para que no se encimen los títulos y ejes\n",
"plt.show()\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Frecuencia de muestreo bajas"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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UqVPL3FajRo2UM/cAlMskv/32W+UMb2VV9r0QHByMgIAA7Nu3r8zLMW9k586d6N69u+ryv7CwMMycORO///47fvzxRwCW4/38+fM4fPhwtbYBWCYqsfXII4+U+xzbz513330Xd9xxB6ZPn+5wSZ6rzZw50+Hzz7YHn63du3cjISEBXbt2Ve6LiorCxIkTazyOGTNmQK/Xq+4LDg5W/m80GpGTk4NWrVohMjISR48erfE2iYh8AeNcxrkVYZxbinFu+dsAGOfWhKvjXFmWMXHiROTm5uKVV16p8XhJO9gqgTSje/fuFU7a8PDDD+ODDz7AoEGD0LhxYwwYMAD33nsvBg4c6LBs69atVbfDwsLQsGFDpVeNNTi09sGyFx4eDgBKX5qaXm5kP4vwxYsXUVBQgLZt2zos2759e8iyjHPnzqFjx45Yvnw57rnnHrRp0wadOnXCwIEDcf/996Nz586V2vbixYvRt29f6PV6REdHo3379hX2NZowYQJeeuklzJs3D/v371d6TlWXfeCflJSEpKQkFBQUID09Hdu3b8f69esxdOhQ/Pzzz+X2AAsPD3dKn6DbbrsN//rXv2AwGPDdd9/h448/xurVqzF69GgcO3ZM9cWjKuyPuZYtW0Kn06mOOSGEw3JW9pcKNW7cuMweaYBlBmr717VNmzYALH3LYmNjKz3uyr4XAgMD8fe//x2PPvooGjRogJ49e2Lo0KGYNGlSpbZ39uxZ5bJIW+3bt1ce79SpE5544gn897//Rffu3dGqVSsMGDAAEyZMQO/evSu1DZ1Oh5YtW6ruL+t9ZmX/uTN+/HjccsstSE5OxtChQ8vdB+Uxm824ePGi6r6oqKgbrqd169ZITEys1DbOnj2LhIQEh/udMTN5WTOeFxYWYuXKldiyZQv++OMPCCGUx65evVrjbRIR+QLGuRaMcxnnAoxzGeeWz5vj3NmzZ2P37t14++23y01Mk29i4pZ8RkxMDI4dO4bPP/8cu3btwq5du7BlyxZMmjQJb731VpXWJcsyAEvPo7L+GDu7Ybvtmbyq6tevH3799Vf8+9//xp49e7Bx40asXr0a69evx/Tp02/4/JtvvrnSfygByx/0p556CjNmzEC9evUwYMCAcpcNCgpCYWFhmY8VFBQoy5QlJCQEffv2Rd++fREdHY1ly5Zh165dmDx5cpnLt2vXDt9++y3OnTuHpk2bVvr3KU9AQABuu+023HbbbWjTpg2mTp2KDz/8EEuWLCm3ysRsNld6/fbrkGUZkiRh165dDmd6AcuXLls1OWbK2r6V/e9QlffCI488gmHDhuGTTz7B559/jmeeeQYrV67E3r17ccstt9RovFbt27fHyZMn8dlnn2H37t346KOP8Nprr2Hx4sVYtmyZU7ZREZ1OhzvuuANr167FqVOn0LFjxyo9/9y5cw5B4RdffKGavKI2KO9YLuu4mz17NrZs2YJHHnkECQkJiIiIgCRJGDdunHL8EBFRzTDOZZzLOLfyGOdWD+Nc18W5y5Ytw2uvvYa//e1vNepVTdrExC35lICAAAwbNgzDhg2DLMt4+OGH8cYbb+CZZ55RnYU7deoU7rjjDuX29evX8eeff2Lw4MEAoJypjImJqTDYs17edfz48QrHVZXLyQDLhA4hISE4efKkw2M///wzdDqdKmiLiorC1KlTMXXqVFy/fh39+vXD0qVLKxXQVlWzZs3Qu3dv7Nu3T7n0rjzNmzdXLv2xZ/3d7GfaLIv1TPCff/5Z7jLDhg3D+++/j3fffRdPPfXUDddZFfbbr1u3LgAgNzdXtdzZs2fLXcepU6dUgczp06chy7Iy4UHLli0hhEBcXJxSNVBdp0+fhhBCddz98ssvAKBsz/Z3sJ0Mwv53qOx7wXb5Rx99FI8++ihOnTqFrl274qWXXsK7774LoPz3QvPmzcs93q2PW4WGhmLs2LEYO3YsDAYDRo4cieeffx5PPfVUuV+QrOuQZRm//vqrqvqgrO1WxGQyAbB8blRVbGysw2Wuzj7j3rx5c5w+fdrh/rLuq1u3rsNxbDAYKnyv2fvnP/+JyZMn46WXXlLuKyoqclgvERHVDONcxrmMcxnnlodxbu2Nc9etW4elS5fikUcewRNPPFHp55HvYI9b8hk5OTmq2zqdTrmMqri4WPXYhg0bYDQalduvv/46TCYTBg0aBMByGVN4eDhWrFihWs7KeglI/fr10a9fP2zevBkZGRmqZWwvowgNDQXgGACVR6/XY8CAAfj3v/+tXGIEWGYk3bp1K/r06aNcumP/e4eFhaFVq1YOv7MzPffcc1iyZInSv6o8gwcPxvnz5/HJJ5+o7i8uLsbGjRsRExODW2+9Vbk/NTW1zPVYezZVdKnP6NGjcfPNN+P5559HWlqaw+PXrl1TZngtzxdffKHab+VtPzw8HNHR0fjqq69Uy7322mvlrnvdunWq29a+RtZjbuTIkdDr9Vi2bJnDGIQQDvu5IhcuXMDHH3+s3M7Ly8Pbb7+Nrl27KtUE1kDV9new9n2zVdn3QkFBAYqKilSPtWzZEnXq1FEdi6GhoWW+DwYPHoxDhw6p9l1+fj42bNiAFi1aKJfu2b8OAQEB6NChA4QQZY7PlvW1fvnll1X3r1mzpsLn2TIajdizZw8CAgKUy9uqIigoCImJiaof65cLZ0lKSkJaWhqOHTum3Hf58mW89957Dsu2bNnS4TjesGFDlapq9Hq9wzH7yiuvVGkdRERUMca5FoxzGecyzi0b49zaGedu374dc+bMwcSJE7Fq1apKb5d8CytuSTN27dqlnJW01atXL9x0002YPn06Ll++jDvvvBNNmjTB2bNn8corr6Br164Of3gMBgPuuusu3HvvvTh58iRee+019OnTB3/5y18AWAKW119/Hffffz9uvfVWjBs3DvXr10dGRgZ27NiB3r1749VXXwVg+ePYp08f3HrrrZg5cybi4uLw+++/Y8eOHcoflPj4eADA008/jXHjxsHf3x/Dhg1TAt2yPPfcc0hJSUGfPn3w8MMPw8/PD2+88QaKi4vxwgsvKMt16NABt99+O+Lj4xEVFYUjR47gn//8J5KTk2v0elekf//+6N+//w2XmzlzJjZv3owxY8bggQcewC233IKcnBxs374dx48fx9tvv63qeXTPPfcgLi4Ow4YNQ8uWLZGfn4///ve/+PTTT3Hbbbdh2LBh5W7L398f//rXv5CYmIh+/frh3nvvRe/eveHv748TJ05g69atqFu3Lp5//vly1zF79mwUFBRgxIgRaNeuHQwGA/bv34/t27ejRYsWqkkSpk+fjr/97W+YPn06unXrhq+++ko521+WM2fO4C9/+QsGDhyItLQ0vPvuu5gwYYJyFrply5Z47rnn8NRTT+H333/H8OHDUadOHZw5cwYff/wxZs6ciccee+yGrzlg6fM1bdo0HD58GA0aNMDmzZuRlZWFLVu2KMsMGDAAzZo1w7Rp07BgwQLo9Xps3rxZOc6tKvte+OWXX5T3VIcOHeDn54ePP/4YWVlZGDdunLK++Ph4vP7663juuefQqlUrxMTE4M4778STTz6J999/H4MGDcKcOXMQFRWFt956C2fOnMFHH30EnU6njDs2Nha9e/dGgwYN8NNPP+HVV1/FkCFDbjhpR9euXTF+/Hi89tpruHr1Knr16oXU1NQyz9Bb2X7uZGdnY+vWrTh16hSefPJJ5UtlbfP444/j3Xffxd13343Zs2cjNDQUGzduRLNmzXD58mVVNcj06dPx4IMPYtSoUbj77rvx3Xff4fPPP0d0dHSltzd06FC88847iIiIQIcOHZCWlob//ve/qFevXqWe/9VXXylB9cWLF5Gfn4/nnnsOgOUS2X79+lXhtyci8k6McxnnMs5lnMs498a8Kc49dOgQJk2ahHr16uGuu+5ySC5bP9+JIIi83JYtWwSAcn+2bNkihBDin//8pxgwYICIiYkRAQEBolmzZuKvf/2r+PPPPx3W9eWXX4qZM2eKunXrirCwMDFx4kSRk5PjsO0vvvhCJCUliYiICBEUFCRatmwppkyZIo4cOaJa7vjx42LEiBEiMjJSBAUFibZt24pnnnlGtcyzzz4rGjduLHQ6nQAgzpw5I4QQAoCYNWtWmb/70aNHRVJSkggLCxMhISHijjvuEPv371ct89xzz4nu3buLyMhIERwcLNq1ayeef/55YTAYKnxdv/jiCwFAfPjhhxUud+bMGQFAvPjiixUuN3nyZBEaGupw/5UrV8S8efNEXFyc8Pf3F+Hh4eKOO+4Qu3btclj2/fffF+PGjRMtW7YUwcHBIigoSHTo0EE8/fTTIi8vT7Vsea/blStXxOLFi8XNN98sQkJCRFBQkOjUqZN46qmnVMdCWXbt2iUeeOAB0a5dOxEWFiYCAgJEq1atxOzZs0VWVpZq2YKCAjFt2jQREREh6tSpI+69916RnZ0tAIglS5Yoyy1ZskQAED/++KMYPXq0qFOnjqhbt65ITk4WhYWFDmP46KOPRJ8+fURoaKgIDQ0V7dq1E7NmzRInT55Ulunfv7/o2LFjmb9D8+bNxZAhQ8Tnn38uOnfuLAIDA0W7du3K3M/p6emiR48eyvtl1apVynvEenxa3ei9cOnSJTFr1izRrl07ERoaKiIiIkSPHj3EBx98oFpPZmamGDJkiKhTp44AIPr376889uuvv4rRo0cr76Pu3buLzz77TPX8N954Q/Tr10/Uq1dPBAYGipYtW4oFCxaIq1evKstMnjxZNG/evMzXp7CwUMyZM0fUq1dPhIaGimHDholz58457LeyPneCgoJE165dxeuvvy5kWXZYd2XfK1VRmXU2b95cTJ48WXXft99+K/r27SsCAwNFkyZNxMqVK8XLL78sAIjMzExlObPZLJ544gkRHR0tQkJCRFJSkjh9+rTDOq2vx+HDhx22f+XKFTF16lQRHR0twsLCRFJSkvj555/LHFdZrO+Rsn5s9wkRkRYxzmWcyziXca4V41xH3hznVvbznUgSoozrIYh81JtvvompU6fi8OHDFc7cS+QsS5cuxbJly3Dx4sUqnd2trhYtWqBTp0747LPPXL6t2mrKlCnYu3cvjh49Cj8/P1VvM1cQJZf4nTt3DrfeeitefPHFSleNuNMjjzyCN954A9evXy9zYhAiIvJujHPJ3Rjnuh/j3LIxziVvxlYJRETkc86dO4f69eujY8eON5xUpaauXr2K+vXru3QbVVVYWKiaGTcnJwfvvPMO+vTpw2CWiIiIyIsxzmWcS9rCxC0REfmUxx9/HPfddx8AyyQmrhYWFqaaQbemsyU7Q0JCAm6//Xa0b98eWVlZ2LRpE/Ly8vDMM894emhEREREVE2McxnnkvYwcUtERD6lQ4cOyuy87uDn54fExES3ba8yBg8ejH/+85/YsGEDJEnCrbfeik2bNnGiLyIiIiIvxjiXcS5pD3vcEhEREREREREREdUyOk8PgIiIiIiIiIiIiIjUmLglIiIiIiIiIiIiqmU03+NWlmVcuHABderUgSRJnh4OEREREVWCEALXrl1Do0aNoNOx1qAsjHOJiIiIvE9V4lzNJ24vXLiApk2benoYRERERFQN586dQ5MmTTw9jFqJcS4RERGR96pMnKv5xG2dOnUAAGfOnEFUVJSHR0PuYDQasWfPHgwYMAD+/v6eHg65Afe57+E+9z3c577n8uXLiIuLU2I5cmR9bc6dO4fw8HCXb4/vQ23gftQG7kfvx32oDdyP2uDu/ZiXl4emTZtWKs7VfOLWetlYnTp13BLQkucZjUaEhIQgPDycH5w+gvvc93Cf+x7uc99jNBoBgC0AKmB9bcLDw92WuOX70PtxP2oD96P34z7UBu5HbfDUfqxMnMuGYURERERERERERES1DBO3RERERERERERERLUME7dEREREREREREREtYzme9xWltlsVnqpkXczGo3w8/NDUVERzGZzpZ7j7+8PvV7v4pERERERERERkdYxx+RdqpNHqogzc0w+n7gVQiAzMxO5ubmeHgo5iRACsbGxOHfuXJUmNImMjERsbCwnQSEiIiIiIiKiKmOOyTtVN49UEWflmHw+cWt9Q8XExCAkJIRJOw2QZRnXr19HWFgYdLobdwMRQqCgoADZ2dkAgIYNG7p6iERERERERESkMcwxeaeq5pEq4uwck08nbs1ms/KGqlevnqeHQ04iyzIMBgOCgoIq/YYLDg4GAGRnZyMmJoZtE4iIiIiIiIio0phj8l7VySNVxJk5Jp+enMzabyQkJMTDI6HawHocsA8NEREREREREVUFc0xky1k5Jp9O3FqxdJ0AHgdEREREREREVDPMLRDgvOOAiVsiIiIiIiIiIiKiWoaJWyIiIiIiIiIiIqJaholbLyNJUoU/S5cuddq21q1bhxYtWiAoKAg9evTAoUOHbvicNWvWoG3btggODkbTpk0xb948FBUVVWm9RUVFmDVrFurVq4ewsDCMGjUKWVlZqmUyMjIwZMgQhISEICYmBgsWLIDJZFIts2/fPtx6660IDAxEq1at8Oabb1bvhSAiIiIiIiIi0iDmmSzOnTuHoUOH1ro8ExO3XubPP/9UftasWYPw8HDVfY899phTtrN9+3bMnz8fS5YswdGjR9GlSxckJSUhOzu73Ods3boVTz75JJYsWYKffvoJmzZtwvbt27Fw4cIqrXfevHn49NNP8eGHH+LLL7/EhQsXMHLkSOVxs9mMIUOGwGAwYP/+/Xjrrbfw5ptvYvHixcoyZ8+exbBhw3DHHXfg2LFjeOSRRzB9+nR8/vnnTnl9iIiIiIiIiIi8HfNMljzT2LFjK8wznTlzBkOGDHF/nklo3NWrVwUAcenSJYfHCgsLxY8//igKCws9MLKa27Jli4iIiFBuHzt2TNx+++0iLCxM1KlTR9x6663i8OHD1Vp39+7dxaxZs5TbZrNZNGrUSKxcubLc58yaNUvceeedqvvmz58vevfuXen15ubmCn9/f/Hhhx8qy/z0008CgEhLSxNCCLFz506h0+lEZmamsszrr78uwsPDRXFxsTCbzWLOnDmiY8eOqrGMHTtWJCUllTt+bz8efJnBYBCffPKJMBgMnh4KuQn3ue/hPvc9ly5dEgDE1atXPT2UWssa57rrNeL7UBu4H7WB+9H7cR9qg+1+1EJOwVfzTJ999pnQ6XTiwoULyjK2eSYhhHj88cerlGeq6HioSgzHilsbQggUGEwe+RFC1Hj8EydORJMmTXD48GGkp6fjySefhL+/PwBLa4GwsLAKf1asWAEAMBgMSE9PR2JiorJunU6HxMREpKWllbv9Xr16IT09XSlJ/+2337Bz504MHjy40utNT0+H0WhULdOuXTs0a9ZMWSYtLQ0333wzGjRooCyTlJSEvLw8nDhxAgBw+PBh3HXXXarxJSUlVTh+IiIiIiIiIiJn8VSeyRk5JsB38kwHDhxAhw4dKswzpaWlqdZhXcbVeSY/l67dyxQazeiw2DOX0v+4PAkhATXbHRkZGViwYAHatWsHAGjdurXyWKNGjXDs2LEKnx8VFQUAuHTpEsxms+qABYAGDRrg559/Lvf5EyZMwKVLl9CnTx8IIWAymfDggw8qJeyVWW9mZiYCAgIQGRnpsExmZqayTFnrsD7WpUsXZGdnl7lMXl4eCgsLERwcXOFrQURERERERERUE57KMzkjxwT4Vp4pJibG4XHrY9Z/PZFnYuJWQ+bPn4/p06fjnXfeQWJiIsaMGYOWLVsCAPz8/NCqVSuXbn/fvn1YsWIFXnvtNfTo0QOnT5/G3Llz8eyzz+KZZ55x6baJiIiIiIiIiMh5mGfyPCZubQT76/Hj8iSPbbumli5digkTJmDHjh3YtWsXlixZgm3btmHEiBHIyMhAhw4dKnz+woULsXDhQkRHR0Ov1zvMsJeVlYXY2Nhyn//MM8/g/vvvx/Tp0wEAN998M/Lz8zFz5kw8/fTTlVpvbGwsDAYDcnNzVWdD7JexnyHQuk7rMjExMWVuJzw8nNW2RERERERERORynsozOSPHBPhWnunAgQMO67A+Zv3XE3kmJm5tSJLklFJyT2rTpg3atGmDefPmYfz48diyZQtGjBhRpRL2gIAAxMfHIzU1FcOHDwcAyLKM1NRUJCcnl/v8goIC6HTqtsl6veXDQghRqfXGx8fD398fqampGDVqFADg5MmTyMjIQEJCAgAgISEBzz//PLKzs5VS9pSUFISHhysfGrfddhv27t2rGktKSoqyDiIiIiIiIiIiV2KeyTvyTD179sSKFSuQnZ2tJGrt80wJCQnYuXOnaizuyDN599FDisLCQixYsACjR49GXFwczp8/j8OHDysHZVVL2OfPn4/JkyejW7du6N69O9asWYP8/HxMnTpVWWbSpElo3LgxVq5cCQAYNmwYVq1ahVtuuUUpYX/mmWcwbNgw5Y11o/VGRERg2rRpmD9/PqKiohAeHo7Zs2cjISEBPXv2BAAMGDAAHTp0wP33348XXngBmZmZWLRoEWbNmoXAwEDIsowHHngAGzduxOOPP44HHngAe/fuxQcffIAdO3Y45fUmIiLnE0Lg6w9OIaxuIG4d0NzTwyEiIiIiAgBknrmKbz/PQK9RrRBR3zeu4vW1PFPbtm0xadIkvPjiiw55JgB48MEH8eqrr7o9z8TErUbo9Xrk5ORg0qRJyMrKQnR0NEaOHIlly5ZVa31jx47FxYsXsXjxYmRmZqJr167YvXu3qhFzRkaG6szHokWLIEkSFi1ahD/++AP169fHsGHD8Pzzz1dpvatXr4ZOp8OoUaNQXFyMpKQkvPbaa6rf9bPPPsNDDz2EhIQEhIaGYvLkyVi+fLmyTPPmzfHpp5/i0Ucfxdq1a9GkSRNs3LgRSUmeaYVBREQ3dun8dfzwxXkAYOKWiIiIiGqNj/6eDgC4drkI9y68zcOjcQ9fyzNt27YNTzzxRLl5pri4OOzYsQPz5s1za55JEkIIl27Bw/Ly8hAREYFLly6hXr16qseKiopw5swZxMXFISgoyEMjJGeTZRl5eXkIDw93KKmvCI8H72U0GrFz504MHjwY/v7+nh4OuQH3uTZdOJ2Lj//vKABg1vo7VY9xn/uenJwcREdH4+rVqwgPD/f0cGola5zrrteI70Nt4H7UBu5H78d96F3WPWhpxRgQ7IcZq/sp99vuR7PZzJyCl6puHqkiFeWYqhLDOWc0RERERDWl6VPJREREREREVcPELREREdU6Gr8giIiIiIiI6IaYuCUiIqJaQpT5XyIiIiKi2kCSPD0C8jVM3BIREVGtI7PiloiIiIiIfBwTt0RERFQrqHK1sseGQURERERUNlbckpsxcUtERES1g03ilhW3RERERETk65i4JSIiolrBNlUrZCZuiYiIiKh2kVhyS27GxC0RERHVOiy4JSIiIiIiX8fELREREdUONtlaVtwSEREREZGvY+KWiIiIbqj4zBlc/fRTCDeVwrprO0RERESkDYXffYfrX37p2o2wUwK5GRO3XkaSpAp/li5d6rRtrVu3Di1atEBQUBB69OiBQ4cOVbj87bffXuaYhgwZoiwzZcoUh8cHDhyoWs/ly5cxceJEhIeHIzIyEtOmTcP169dVy3z//ffo27cvgoKC0LRpU7zwwgsO4/nwww/Rrl07BAUF4eabb8bOnTtr8GoQEfm23wYNxoUFjyPPhZ+ltrlaIbtsM0RERESkQb+PHYdzf30QhvPnXbYNSYOJW+aZLI4fP47+/fvXujwTE7de5s8//1R+1qxZg/DwcNV9jz32mFO2s337dsyfPx9LlizB0aNH0aVLFyQlJSE7O7vc5/zrX/9SjeX48ePQ6/UYM2aMarmBAweqlnv//fdVj0+cOBEnTpxASkoKPvvsM3z11VeYOXOm8nheXh4GDBiA5s2bIz09HS+++CKWLl2KDRs2KMscPHgQEydOxLRp0/Dtt99i+PDhGD58OI4fP+6U14eIyFcVHKw4uKoJ2/YIrLglIiIiouownD3r6SF4FeaZLHmmUaNGoVmzZuXmmfbv34/x48e7Pc/ExK2XiY2NVX4iIiIgSZJyOysrC8OGDUOdOnUQHh6O+Ph4HDlypFrbWbVqFWbMmIGpU6eiQ4cOWL9+PUJCQrB58+ZynxMVFaUaX0pKCkJCQhzeUIGBgarl6tatqzz2008/Yffu3di4cSN69OiBPn364JVXXsG2bdtw4cIFAMB7770Hg8GAzZs3o2PHjhg3bhzmzJmDVatWKet54403kJSUhAULFqB9+/Z49tlnceutt+LVV1+t1utBREQWorjIZeuWbRO3rLglIiIiokoScmnwKIqLPTgS78M8U2meadOmTeXmmdauXYuBAwe6Pc/ExK0tIQBDvmd+nFBZNHHiRDRp0gSHDx9Geno6nnzySfj7+wMAMjIyEBYWVuHPihUrAAAGgwHp6elITExU1q3T6ZCYmIi0tLRKj2fTpk0YN24cQkNDVffv27cPMTExaNu2LR566CHk5OQoj6WlpSEyMhLdunVT7ktMTIROp8PBgweVZfr164eAgABlmaSkJJw8eRJXrlwBABw6dEg1fusyVRk/ERE5kgtdl7hlxS0RERERVYcwmUr/X5sSt57KMzkplvaVPNOBAwfQq1evCvNMaWlpHskz+bl07d7GWACsaOSZbS+8AASE3ni5CmRkZGDBggVo164dAKB169bKY40aNcKxY8cqfH5UVBQA4NKlSzCbzWjQoIHq8QYNGuDnn3+u1FgOHTqE48ePY9OmTar7Bw4ciJEjRyIuLg6//vorFi5ciEGDBiEtLQ16vR6ZmZmIiYlRPcfPzw9RUVHIzMwEAGRmZiIuLs5hbNbHIiIikJ2d7bCeBg0aKOsgIqLqkV1YcWtbZWubxCUiIiIiqogwGJX/y65M3Fa1ya2n8kxOyDEBvpVnaty4scPYrI/VrVsXmZmZZY7f1XkmJm41ZP78+Zg+fTreeecdJCYmYsyYMWjZsiUAy0HZqlUrt41l06ZNuPnmm9G9e3fV/ePGjVP+f/PNN6Nz585o2bIl9u3bh7vuustt4yMiouoRRa4LhGVW3BIRERFRdZhKE7eujFc1ODdZhZhn8jwmbm35h1jOSnhq2zW0dOlSTJgwATt27MCuXbuwZMkSbNu2DSNGjEBGRgY6dOhQ4fMXLlyIhQsXIjo6Gnq9HllZWarHs7KyEBsbe8Nx5OfnY9u2bVi+fPkNl73pppsQHR2N06dP46677kJsbKxDY2qTyYTLly8r27b2WbEfm/UxAIiJiXFYT2XHT0RE5RNFLqy4FexxS0RERERVp26V4Lp4tco8lWdyQo4J8K0808WLFx3GZn3M+m91x18TTNzakiSnlJJ7Ups2bdCmTRvMmzcP48ePx5YtWzBixIgqlbAHBAQgPj4eqampGD58OABAlmWkpqYiOTn5hmP48MMPUVxcjPvuu++Gy54/fx45OTlo2LAhACAhIQG5ublIT09HfHw8AGDv3r2QZRk9evRQlnn66adhNBqV3iopKSlo27Yt6tatC1mW0b17d6SmpmLevHnKtlJSUpCQkHDDMRERUflkVyZuWXFLRERERNVgm7g15+e7bkNVLbllnglA7c8z9ezZE4sWLYLRaERgYCAAdZ7Jup7U1FQ88sgjyrbckWdi4lYjCgsLsWDBAowePRpxcXE4f/48Dh8+jFGjRgGoegn7/PnzMXnyZHTr1g3du3fHmjVrkJ+fj6lTpyrLTJo0CY0bN8bKlStVz920aROGDx+OevXqqe6/fv06li1bhlGjRiE2Nha//vorHn/8cbRq1QpJSUkAgPbt22PgwIGYMWMG1q9fD6PRiOTkZIwbNw6NGln6wkyYMAHLli3DtGnT8MQTT+D48eNYu3YtVq9erWzrr3/9K4YOHYqXXnoJQ4YMwbZt23DkyBFs2LChai8sERGpuLTiVmbFLRERERFVnW3iVr7uusStL7VK8LU80/LlyzF9+nQ8+eSTZeaZ5s6di/79+7s9z8TErUbo9Xrk5ORg0qRJyMrKQnR0NEaOHIlly5ZVa31jx47FxYsXsXjxYmRmZqJr167YvXu3qhFzRkYGdDqd6nknT57EN998gz179pQ5xu+//x5vvfUWcnNz0ahRIwwYMADPPvusckYDAN577z0kJyfjrrvugk6nw6hRo/Dyyy8rj0dERGDPnj2YNWsW4uPjER0djcWLF2PmzJnKMj169MC7776LxYsXY+HChWjdujU++eQTdOrUqVqvBxGRLxNyaRbVlZM9yLaTk7HiloiIiIgqSTU52fXrHhyJdvhanumjjz7CU089VW6eqVevXti6dSsWLVrk1jwTE7debMqUKZgyZQoAS9n5+++/79T1JycnV1iyvm/fPof72rZtW+6X7eDgYHz++ec33G5UVBS2bt1a4TKdO3fG119/XeEyY8aMwdixY2+4PWd658BZpP16CWvH3QJ/ve7GTyAi8gKqnmGFha7bjmCrBCIirfnm1CX84+vf8PyITmhS1zk9F4mI7AmbyclkV7ZK0DhfzjN16tQJX375pUPi2NaYMWMwZsyYG27PmZhZInKiZz45jp0/ZOLjb//w9FCIiJzHaDNLr83/nU02s1UCEZHW3LfpIL785SIWfPi9p4dCRFpm2yqhoMB125F8qVkC1QZM3BK5wPUi040XIiLyEqpkrQuDVU5ORkSkXVl5tWiWdyLSHNUVYibXfR9n3pbcjYlbIiIiqpBt4ta2363Tt2OTrJVlJm6JiIiIqHLUiVvXXSFG5G5M3BK5AM/CEZGWCDe1SlC1R2DeloiIiIgqyXZyMhh5BSxpBxO3REREVCHV5WYmk8uqbm2rbFlxS0SkMSxsICIXUlXcurDQgJ9l5G4eT9z+8ccfuO+++1CvXj0EBwfj5ptvxpEjR5THhRBYvHgxGjZsiODgYCQmJuLUqVMeHDEREZFvsQ9+XdU3zLbHLdjjljSAcS4REZF72LZHcGWPWyJ382ji9sqVK+jduzf8/f2xa9cu/Pjjj3jppZdQt25dZZkXXngBL7/8MtavX4+DBw8iNDQUSUlJKCpic3siIiJ3cKhacFEVg7rHrUs2QeQ2jHOJiIjcyF2Tk7HkltzMz5Mb//vf/46mTZtiy5Ytyn1xcXHK/4UQWLNmDRYtWoR77rkHAPD222+jQYMG+OSTTzBu3Di3j5mIiMjXOFTcuipxa1NxK1hxS16OcS4REZH7uK1VApGbeTRx+5///AdJSUkYM2YMvvzySzRu3BgPP/wwZsyYAQA4c+YMMjMzkZiYqDwnIiICPXr0QFpaWpkBbXFxMYqLi5XbeXl5AACj0Qij3ZvXaDRCCAFZliGztEczrF/2rfu2smRZhhACRqMRer2+RmMwm80Oxxu5jvW15mvuO7jP3ctoV/1nKCyEX2io87djNCv/NxlMqv3Lfe57vH1fezrOdQW+D7XBY/uxJM4m5+D70ftxHzqXqbA0XhUu/bsoyo1RzWYzc0xeqrp5pIpUlGOqyvHp0cTtb7/9htdffx3z58/HwoULcfjwYcyZMwcBAQGYPHkyMjMzAQANGjRQPa9BgwbKY/ZWrlyJZcuWOdz/xRdfICQkRHWfn58fYmNjcf36dRgMBif9VlRbXLt2rUrLGwwGFBYW4quvvoKp2pdWWN5SP/34I3ZeOVHNdVB1paSkeHoI5Gbc5+4R/OuvaGpze+/ne2CqG+n07Vz9JQBAIADg0KFD+P6M2WEZ7nPfUVBQ4Okh1Ig749w9e/Y4xLmuxPehNrhvP1ri4+vX87Fz5043bdN38P3o/bgPnSP8aDpiS/5fcO2aCz5v6ljWXVhY5rpTUlKYY9KAquaRKlJRjqkqca5HE7eyLKNbt25YsWIFAOCWW27B8ePHsX79ekyePLla63zqqacwf/585XZeXh6aNm2KO+64A/Xq1VMtW1RUhHPnziEsLAxBQUHV/0Xc6EaVoIsXL8aSJUucsq3XXnsN//d//4fMzEx06dIFa9euRffu3ctd/s4778SXX37pcP+gQYPw2WefAbCcvVi6dCk2btyI3Nxc9O7dG+vWrUPr1q2V5S9fvow5c+bgs88+g06nw8iRI7FmzRqEhYUpy3z//feYPXs2Dh8+jPr16yM5ORkLFixQtnHt2jV8/vnnWLJkCX7//Xe0bt0aK1euxODBg8sdf1FREYKDg9GvX79qHw9z0/YAADp07IjBPZtVax1UdUajESkpKbj77rvh7+/v6eGQG3Cfu1fB/v24gH8ot2/v2wcBzZz/GXfI9DuO/XoOANAt/jY06xSlPMZ97ntycnI8PYQacWecO2DAAISHhztl3BXh+1Ab3L0frfFxWFgYBg/u7fLt+Qq+H70f96FzXS0owMWS/wf5+VX43b86Nuz6GgAQEhqCwYP7K/fb7kez2ex1OSaAeSbrOtLS0vDkk0/iyJEjDnkmqw8//LDSeaaKckzWq6Yqw6OJ24YNG6JDhw6q+9q3b4+PPvoIABAbazlfkpWVhYYNGyrLZGVloWvXrmWuMzAwEIGBgQ73+/v7O3wYms1mSJIEnU4Hnc6j87RV2p9//qn8f/v27Vi8eDFOnjyp3BcWFuaU32X79u149NFHsX79evTo0QNr1qzBoEGDcPLkScTExJT5nH/961+qs0o5OTno0qUL7r33XmVMf//73/HKK6/grbfeQlxcHJ555hkMGjQIP/74o3Ig33///fjzzz+RkpICo9GIqVOn4sEHH8TWrVsBWA7wgQMHIjExEevXr8cPP/yABx54AHXr1sXMmTMhyzIOHjyIiRMnYuXKlRg6dCi2bt2KkSNH4ujRo+jUqVOZ49fpdJAkqcxjpar0Oh3/+HqAM/YdeRfuc/fQ2fWb9QNc8rpLUulkDzq9vsxtcJ/7Dm/fz56Oc12J70NtcPd+lCTvf1/XRnw/ej/uQ+dQxasmk8teUwllf5b5+/srOQVvyjEBzDMBQG5uLkaNGoXExES88cYbDnkmANi/f3+V8kwV5Ziqcnx69Ejq3bu36mAAgF9++QXNmzcHYJnAITY2FqmpqcrjeXl5OHjwIBISEtw61toiNjZW+YmIiIAkScrtrKwsDBs2DHXq1EF4eDji4+Nx5MiRam1n1apVmDFjBqZOnYoOHTpg/fr1CAkJwebNm8t9TlRUlGp8KSkpCAkJwZgxYwA4TsLRuXNnvP3227hw4QI++eQTAMBPP/2E3bt3Y+PGjejRowf69OmDV155Bdu2bcOFCxcAAO+99x4MBgM2b96Mjh07Yty4cZgzZw5WrVqljOWNN95AUlISFixYgPbt2+PZZ5/FrbfeildffbVarwcRkS/zyORkMicnI+/GOJeIiMiNbCcnq3brw7JpPS5lnqk0z7Rp06Zy80xr167FwIED3Z5n8mjidt68eThw4ABWrFiB06dPY+vWrdiwYQNmzZoFwFJ588gjj+C5557Df/7zH/zwww+YNGkSGjVqhOHDhzt9PEIIFBgLPPLjjNmzJ06ciCZNmuDw4cNIT0/Hk08+qWTxMzIyEBYWVuGP9VI+g8GA9PR01WQZOp0OiYmJSEtLq/R4Nm3ahHHjxiG0ZAKbG03CAQBpaWmIjIxEt27dlGUSExOh0+lw8OBBZZl+/fohICBAWSYpKQknT57ElStXAFh6I9pux7pMVcZfHS2lPzBMtx/gbOhEpCVuS9za/J+fo+TlalucS+Qp9XAVY/T7ECiKb7gsEVF12canzo5VVXGpzRVilX2ut+aYAN/JMx04cAC9evWqMM+UlpbmkTyTR1sl3Hbbbfj444/x1FNPYfny5YiLi8OaNWswceJEZZnHH38c+fn5mDlzJnJzc9GnTx/s3r3bJf1CCk2F6LG1h9PXWxkHJxxEiH/NJpXIyMjAggUL0K5dOwBQ9fNo1KgRjh07VuHzo6IsvQQvXboEs9lc5mQZP//8c6XGcujQIRw/fhybNm1S7qvMJByZmZkOJfJ+fn6IiopSLRMXF+ewDutjERERyM7OdlhPRZN9OEtqoKX/SerFVgBucum2iIjcxV0Vt7Kwrbh1ySaI3Ka2xblEnrI14Hm01Z3Hp8VnASR5ejhEpFHC6MqK29L/Vy1t67k8kzNyTIBv5ZkaN27ssA7rY3Xr1kVmZmaVJpV1Fo8mbgFg6NChGDp0aLmPS5KE5cuXY/ny5W4clXeaP38+pk+fjnfeeQeJiYkYM2YMWrZsCcByULZq1cptY9m0aRNuvvnmCptMa1l03glPD4GIyGnsg19hcEOrBFbckgYwziUC2urOAwD6mlxbkUREvk0Vr5rNEEKo5k+oCdmH41LmmTzP44nb2iTYLxgHJxz02LZraunSpZgwYQJ27NiBXbt2YcmSJdi2bRtGjBiBjIwMhwky7C1cuBALFy5EdHQ09Ho9srKyVI9nZWUpE2lUJD8/H9u2bXP4ElKZSThiY2ORnZ2tep7JZMLly5eV51v7rNiPzXYbMTExDuup7Pidwjl/H4iIagWP9Lj14QCZiIiIiKpGmOziU6MRsLnsvUbrtu1xW8Xv+p7KMzkjxwT4Vp7p4sWLDmOz3UZ5uShX55mYuLUhSZJTSsk9qU2bNmjTpg3mzZuH8ePHY8uWLRgxYkSVStgDAgIQHx+P1NRUpceaLMtITU1FcnLyDcfw4Ycfori4GPfdd5/qfttJOKxvIOskHA899BAAICEhAbm5uUhPT0d8fDwAYO/evZBlGT169FCWefrpp2E0GpXeKikpKWjbti3q1q0LWZbRvXt3pKamYt68ecr2U1JSONkHEVE12FfYOgTGTiLLbJVARERERNVgf4WY0QjJBYnbqlbxMs/kHXmmnj17YtGiRTAajQgMDASgzjNZ15OamopHHnlE2b478kxM3GpEYWEhFixYgNGjRyMuLg7nz5/H4cOHMWrUKABVL2GfP38+Jk+ejG7duqF79+5Ys2YN8vPzMXXqVGWZSZMmoXHjxli5cqXquZs2bcLw4cNRr1491f22k3C0bt0acXFxeOaZZ1STcLRv3x4DBw7EjBkzsH79ehiNRiQnJ2PcuHFo1KgRAGDChAlYtmwZpk2bhieeeALHjx/H2rVrsXr1amVbf/3rXzF06FC89NJLGDJkCLZt24YjR45gw4YNVXpdq48lt0SkHQ6tElhxS0RERES1iMMVYk7sc+urBQW+lmdavnw5pk+fjieffLLMPNPcuXPRv39/t+eZmLjVCL1ej5ycHEyaNAlZWVmIjo7GyJEjsWzZsmqtb+zYsbh48SIWL16MzMxMdO3aFbt371Y1Ys7IyIBOp1M97+TJk/jmm2+wZ8+eMtdbmUk43nvvPSQnJ+Ouu+6CTqfDqFGj8PLLLyuPR0REYM+ePZg1axbi4+MRHR2NxYsXY+bMmcoyPXr0wLvvvovFixdj4cKFaN26NT755BN06tSpWq8HEfmWM1fP4B/f/wMzOs9AXETcjZ+gce5rlWD7fyZuiYi0RLCwgcgtMvMz8fLRlzGx/UR0jO7o6eG4je3kZICTE7c+WlDga3mmjz76CE899VS5eaZevXph69atWLRokVvzTEzcerEpU6ZgypQpACxl5++//75T15+cnFxhyfq+ffsc7mvbtm2FH2qVmYQjKioKW7durXBsnTt3xtdff13hMmPGjMHYsWMrXIaIqCwPfP4ALhVewuGsw0gZneLp4XicuxK3qlYJvhkfExEREdXIE189gaPZR/Hpb5/ih8k/eHo4buPKK8RkH7oqzJfzTJ06dcKXX37pkDi2NWbMGIwZM6bC9Thb+aMhoipLDwzEusgImH31WgoijbhUeAmApWKB3FhxK2x73Go7KCYi8hUZfn5YXTcCl3WsuCVyh1NXTnl6CB7hkLh1UasEjedtqRZixS2RE01pZCnxL8J53OrhsRAROYvDZGRODIRV22HFLRGR5kxs1AC5ej2+DzRii6cHQ+QDTMI1cVpt58pCAxYXkCex4pbISWw/zDNR4MGREBE5F3vcEhFRdeXq9QCA44GsGSJyB7Ns9vQQPMK+0MCpiVsfapVAtQ8Tt0ROIgQQc0Xgtl9klooRkaZ4psctP0eJiLQgtFCg148y/I38XCdyB7PwzcStwxVhTrxCzDZGBT/KyM142pPISQSAV9db/kimjGbFLRFph/sqbm0vQ3PJJoiIyM2e3m5Gqz+B/94iATNvvDwR1YyvJm6F0XU9bm2TtTKvCiM3Y8UtkZPIQqCwWT9c75aM+n8Ue3o4ROQEfhLPbwIA7ANhgxsSt6y4JSLShGbFbZHfYx5u+62ep4dCRBrmMDmZEwsNZM7DQB7Eb6RETiIEEHPrfQCArKt5Hh4NETmDXqf39BBqBSXwlSRACLe0SmA1AxGRNtTtOx86ScKfYY96eihEpGGOV4g5r+JWNfcCM7fkZqy4JXIS2eYDPFAf48GREJGz6CUmboHSQFgXGmq5bTC4ZjuC/cOIiLRGJ0kAgDrB4R4eCRFpmWPFrfPiVdsYle28yN2YuCVyAZP5mqeHQERO4KfjhSlAaSCsCwsDAMgG17SDsQ2EWXFLRKQtQnAOCCJyHWGyq7h1YqGBbYzKdl7kbkzcEjmJLHj5BJHWMHFroVTchpVU3Ba7puJWNvNzlIhIqwRYpkZELuQwJ4Pz4lXbGFWwuIDcjIlbLyNJUoU/S5cuddq21q1bhxYtWiAoKAg9evTAoUOHbvic3NxczJo1Cw0bNkRgYCDatGmDnTt3Ko8vXbrUYczt2rVTraOoqAizZs1CvXr1EBYWhlGjRiErK0u1TEZGBoYMGYKQkBDExMRgwYIFMNldGrFv3z7ceuutCAwMRKtWrfDmm29W/8WoBFXeVnLppshLsGLQ+7FVgoW7WiWoe9y6ZBNERETkRIx3qbZQWiXoLGkup1bcCm1PTsY8k8W5c+cwdOjQWpVnAjg5mdf5888/lf9v374dixcvxsmTJ5X7wkouY62p7du3Y/78+Vi/fj169OiBNWvWICkpCSdPnkRMTNn9Ww0GA+6++27ExMTgn//8Jxo3boyzZ88iMjJStVzHjh3x3//+V7nt56c+DOfNm4cdO3bgww8/REREBJKTkzFy5Ej873//AwCYzWYMGTIEsbGx2L9/P/78809MmjQJ/v7+WLFiBQDg7NmzGDZsGB588EG89957SE1NxfTp09GwYUMkJSU55TWyJ2vxE5yq7d/H/sCij49j/f3x6N0q2tPDoWpixa2FNXGrtyZui13VKsE2KOZnKhGRpvBjXXPOXS7AX179BpMSWmDe3W08PRzycUqhQUgI5OvXIbuq4laDMSrzTJY809ixY9GoUaNy80xnzpzBkCFD3JpnAlhx63ViY2OVn4iICEiSpNzOysrCsGHDUKdOHYSHhyM+Ph5Hjhyp1nZWrVqFGTNmYOrUqejQoQPWr1+PkJAQbN68udznbN68GZcvX8Ynn3yC3r17o0WLFujfvz+6dOmiWs7Pz0/1e0RHlya1rl69ik2bNmHVqlW48847ER8fjy1btmD//v04cOAAAGDPnj348ccf8e6776Jr164YNGgQnn32Waxbtw6Gkg/nzZs3Iy4uDi+99BLat2+P5ORkjB49GqtXr67W61EZotwb5IvmbjuGa8UmTN584zOIVHux4tZC6XEb6toet7wMjYhIuwQDZM35vz0ncaXAiLWppzw9FCKbeNX5V4ipigs0eFUY80yWPNPJkyfxzjvvlJtnWr9+vdvzTAATtypCCMgFBR75ccZZm4kTJ6JJkyY4fPgw0tPT8eSTT8Lf3x+ApbVAWFhYhT/WswgGgwHp6elITExU1q3T6ZCYmIi0tLRyt/+f//wHCQkJmDVrFho0aIBOnTphxYoVMJvNquVOnTqFRo0a4aabbsLEiRORkZGhPJaeng6j0ajadrt27dCsWTNl22lpabj55pvRoEEDZZmkpCTk5eXhxIkTAIDDhw/jrrvuUm03KSmpwvHXlBY/wKnm+BXFu7Hi1qK0x60lceuyHreyti9DIyIi0hJ2h6PaREnchoRYbhuMFS1eJXINrgrzVJ7JWZXBvpJnOnDgADp06FBhniktLU21DusyrswzAWyVoCIKC3Hy1niPbLvt0XRIJR8w1ZWRkYEFCxYovTxat26tPNaoUSMcO3aswudHRUUBAC5dugSz2aw6YAGgQYMG+Pnnn8t9/m+//Ya9e/di4sSJ2LlzJ06fPo2HH34YRqMRS5YsAQD06NEDb775Jtq2bYs///wTy5YtQ9++fXH8+HHUqVMHmZmZCAgIcCh7b9CgATIzMwEAmZmZZY7N+liXLl2QnZ1d5jJ5eXkoLCxEcHBwha9FdairCJhxIAstXkrjS1hxayGMlkStzp2tElhxS0REVKtJElO3VHsIU2mrBMCFFbdVDFE9lWdyRo4J8K08k327Bts8k/Vfd+eZACZuNWX+/PmYPn063nnnHSQmJmLMmDFo2bIlAEvZeKtWrVy6fVmWERMTgw0bNkCv1yM+Ph5//PEHXnzxReUNNWjQIGX5zp07o0ePHmjevDk++OADTJs2zaXjczXmGKgsPCy8GytuLUorbt03ORnPeRAREdVuTNtSrWK0r7h1Yo9bH56HgXkmz+M3UhtScDDaHk332LZraunSpZgwYQJ27NiBXbt2YcmSJdi2bRtGjBiBjIwMdOjQocLnL1y4EAsXLkR0dDT0er3DDHtZWVmIjY0t9/kNGzaEv78/9PrSCrX27dsjMzMTBoMBAQEBDs+JjIxEmzZtcPr0aQCW3ioGgwG5ubmqsyG2246NjXWYedA6VusyMTExZY4/PDzcZWdBVDNNumQL5I187O+65uh1rLgFUBoIKz3DXFRxyx63REREXoMVt1Sb2E5OBriu4hbC8t2/sse/p/JMzsgxAb6VZ7L2u7V93PqY9V9355kAJm5VJElySim5J7Vp0wZt2rTBvHnzMH78eGzZsgUjRoyoUgl7QEAA4uPjkZqaiuHDhwOwnOVITU1FcnJyuc/v3bs3tm7dClmWodNZ2if/8ssvaNiwYZlvJgC4fv06fv31V9x///0AgPj4ePj7+yM1NRWjRo0CAJw8eRIZGRlISEgAACQkJOD5559Hdna2UsqekpKC8PBw5UPjtttuw969e1XbSklJUdbhCuocAxMORN7KLJf2S/KT+GcSsAmESxK3slt63PJzlIiIqDZj3rZ287U41pWTk8l2BQVCVP74Z57JO/JMPXv2xIoVK5Cdna0kau3zTAkJCdi5c6dqW67OMwFM3GpGYWEhFixYgNGjRyMuLg7nz5/H4cOHlYOyqiXs8+fPx+TJk9GtWzd0794da9asQX5+PqZOnaosM2nSJDRu3BgrV64EADz00EN49dVXMXfuXMyePRunTp3CihUrMGfOHOU5jz32GIYNG4bmzZvjwoULWLJkCfR6PcaPHw8AiIiIwLRp0zB//nxERUUhPDwcs2fPRkJCAnr27AkAGDBgADp06ID7778fL7zwAjIzM7Fo0SLMmjULgYGBkGUZDzzwADZu3IjHH38cDzzwAPbu3YsPPvgAO3bsqPFrXR7OlEukDQa5NMhjxa2FNXGrVyYnc03FrazxGXuJiHwZY2XtYd62dvO1OLY0cWtJkspOvELMPi61FBho/x3ga3mmtm3bYtKkSXjxxRcd8kwA8OCDD+LVV191a54JYOJWM/R6PXJycjBp0iRkZWUhOjoaI0eOxLJly6q1vrFjx+LixYtYvHgxMjMz0bVrV+zevVvViDkjI0M54wEATZs2xeeff4558+ahc+fOaNy4MebOnYsnnnhCWeb8+fMYP348cnJyUL9+ffTp0wcHDhxA/fr1lWVWr14NnU6HUaNGobi4GElJSXjttddUv+tnn32Ghx56CAkJCQgNDcXkyZOxfPlyZZnmzZvj008/xaOPPoq1a9eiSZMm2LhxI5KSkqr1elQGi8OItMEol85Ay8nJLJRA2MWJW2EWMBt/h05fjxW3REREtZyOJbe1mk7S3XghjRBCAGbLVXOu6XErQ8j5kM1Z0PnFATIAH/ia4Gt5pm3btuGJJ54oN88UFxeHHTt2YN68eW7LMwFM3Hq1KVOmYMqUKQAsZefvv/++U9efnJxcYcn6vn37HO5LSEhw6Atia9u2bTfcblBQENatW4d169aVu0zz5s0dStTt3X777fj2229vuD1nYY6BSBsMZpuKWyZuAdi2SihJ3LpocrLigl9hvP4vABKE/KJLtkFERETOwbxt7eZTrRKMpYUXkpK4NZa3dJUJGSjOexMQxfAPGQhZ3K7ZvK0v55maNWuGHTt2qBLH9tydZwIA3zkFQ+Risszreom0wGguDfJk8H0NlNHj1kWJW1PRaesWIZt5NoyIiKg2Y+K2dvOlVgnCJnHrkopbswCE5YozsylDNaEukasxcUvkJLZ9u/gxTuS9bFslyGy0CmE2AyUnpqw9w2AyKe0TnEm2qXa2nwSCiIiIahtmbmsb21ZTvnTlmG1c6orJyWxfV0nyZ5xKbsXELZGTyCbzjRciolqPiVs120DYOjkZ4KJ2CXJp71xW3BIRaQ0/17VGx7xtrWMSNnGbryZug11UcWslBTBOJbdi4pbIWVStEvhBTuStTHJp4MfErTrotVYwAIDs5AnKhBCQhW3ilq89ERFRbcZWCbWPWS4tJpJ8aAcprRL0euiCAi33OTVxWxqXSmDiltyLiVsiJ5FlVtwSaYFtslZw1kFV0CsFBwN+fiX3O2/CB6Bkgkdh0yqBATERkabwU117JLZKqHVs41ifStyWxKtSQACkgADVfc5gMtgULEgBnN+G3IqJWyJnsTkLx8CUyHvZBrxmwRMyoqSyVgoIgCRJNsGwkytubSZ9ANjjloiIqLbzobyg1/DV2NWapNXZJG5lo/MSt4aigtIbkh8E41RyIyZuiZzEbLa5LMWD4yByCWMRcO4Q4AOV5bYBL1sllLZEkAItl53pSv6VCwudux0hIFhxS0SkXfxY1xyv/86T8yuQm+HpUTiVr8au6orbklYJxc5L3BptE7cQjFPJrZi4JXISwYpb0rKPZwKb7ga+WeXpkbicqlUC382lgXBJwlYKDrLcX1Tk3O2YhV2rBN/84kFEpF38m6o1Xn0pfvF14JVbgTU3281V4t1UrRK8P7VeabaJW50LYlVjcYHqNhO35E5M3BI5iayquOUHOWnMj/+2/PvNGo8Owx1sK2599XIzW9ZWCbqSy86sM/XKBU6uuJUFAJtqZwbERERE5CoFOaX/NxaUv5yX8dXYVbatuA20JG5lZyZu7Stu2SqB3IiJWyJnsUnc8mOcNMtw3dMjcDlOTqZmX3GrCw4GAMhFTk7c2iVqmbglItIWfqprjzcX3MIvsPT/GopvbWNXX2qbYJ00V1Vx68S2XmajzaS8QmacSm7FxK2XkSSpwp+lS5c6bVvr1q1DixYtEBQUhB49euDQoUM3fE5ubi5mzZqFhg0bIjAwEG3atMHOnTurtN6ioiLMmjUL9erVQ1hYGEaNGoWsrCzVMhkZGRgyZAhCQkIQExODBQsWwGQyqZbZt28fbr31VgQGBqJVq1Z48803q/dCVJLJ5NwZ1onIM9jjVs2hx21J4taZwTAAh0keGBATERHVbjpvztzaxnjF1zw3DiezjWN9qQDBttBACiqtuHXWayBU7TSE5iYnY57J4ty5cxg6dGityjMBTNx6nT///FP5WbNmDcLDw1X3PfbYY07Zzvbt2zF//nwsWbIER48eRZcuXZCUlITs7Oxyn2MwGHD33Xfj999/xz//+U+cPHkS//jHP9C4ceMqrXfevHn49NNP8eGHH+LLL7/EhQsXMHLkSOVxs9mMIUOGwGAwYP/+/Xjrrbfw5ptvYvHixcoyZ8+exbBhw3DHHXfg2LFjeOSRRzB9+nR8/vnnTnl9yqKetdKLgxgiHyfbBGZM3JZO7CAFWlolSCElFbcuaZVgc5uJWyIiolrNq7/xaDRxaxu7yvCdOFYYSgoNAvyVIgPIMoTROcVVsl0fZK3FqcwzWfJMY8eOrTDPdObMGQwZMsSteSaAiVuvExsbq/xERERAkiTldlZWFoYNG4Y6deogPDwc8fHxOHLkSLW2s2rVKsyYMQNTp05Fhw4dsH79eoSEhGDz5s3lPmfz5s24fPkyPvnkE/Tu3RstWrRA//790aVLl0qv9+rVq9i0aRNWrVqFO++8E/Hx8diyZQv279+PAwcOAAD27NmDH3/8Ee+++y66du2KQYMG4dlnn8W6detgKDnTtnnzZsTFxeGll15C+/btkZycjNGjR2P16tXVej0qQ3bSHwUi8ixW3KpZA2FdyQy9uqCSxK2TK25ls0C9wMZoEtLWcltjlQxERERaY1tw63V/tzWauPXVONZacasLCIAusLQNhrMmKBMmGTfV6YJQvwgAQnOT6DLPZMkznTx5Eu+88065eab169e7Pc8EMHGrIoSAsdjskR9nlPBPnDgRTZo0weHDh5Geno4nn3wS/v7+ACytBcLCwir8WbFiBQDLGY309HQkJiYq69bpdEhMTERaWlq52//Pf/6DhIQEzJo1Cw0aNECnTp2wYsUKmEt6v1Zmvenp6TAajapl2rVrh2bNminLpKWl4eabb0aDBg2UZZKSkpCXl4cTJ04AAA4fPoy77rpLNb6kpKQKx19TTNySpun8PD0Ct1FVKvhQwFse6+RkkjI5WUmrBCf3uBWyQGKj+9C7wXCE+9fTXEBMRESkNZJN5tbsbZfl28Z47HHr9ZRWCf4BgL8/oNcDAORC5yRuYwpCcVv0QAxt+iAAuUonKjyVZ3JWmwhfyTMdOHAAHTp0qDDPlJaWplqHdRlX5pkAwHe+iVeCySBjw9wvPbLtmWv7wz9QX6N1ZGRkYMGCBWjXrh0AoHXr1spjjRo1wrFjxyp8flRUFADg0qVLMJvNqgMWABo0aICff/653Of/9ttv2Lt3LyZOnIidO3fi9OnTePjhh2E0GrFkyZJKrTczMxMBAQGIjIx0WCYzM1NZpqx1WB/r0qULsrOzy1wmLy8PhYWFCLZePuFEZpveJ1592RBRWQJCgaKrnh6FW/hqpUJ5HHrcuqFVQphfJIwauwSNiIj4ua41thW3ZlnAv2ZfZ91LVXGrncStr8axsjVxGxAASZKgCwqCnJ/vtEKDMEOAzS1RpVYJnsozOSPHBPhWnikmJsbhcetj1n/dnWcCmLjVlPnz52P69Ol45513kJiYiDFjxqBly5YAAD8/P7Rq1cql25dlGTExMdiwYQP0ej3i4+Pxxx9/4MUXX8SSJUtcuu3aQDYYoaRsvblRP1FZAur4TOLWV3uDlcehx22wa1ol2E7yIEl6zU36QEREpDWSTbmK7G0Vt7Y9S4vzPDcOJ7ONY311cjKgJF7Nz4fsrFYJtq+l0F6P24owz+R5TNza8AvQYeba/h7bdk0tXboUEyZMwI4dO7Br1y4sWbIE27Ztw4gRI5CRkYEOHTpU+PyFCxdi4cKFiI6Ohl6vd5hhLysrC7GxseU+v2HDhvD394deX3pWp3379sjMzITBYKjUemNjY2EwGJCbm6s6G2K/jP0MgdZ1WpeJiYkpczvh4eEuOwsim8ywvqWYtiXNCQj19AjcRlWpIDNxW26PWye3SrANgHWSDmYfCoiJiIi8kX3FrVfRaKsEXy1AEAZL20KltVdgIMxwXo9bWXXFgKhSgYGn8kzOyDEBvpVnsva7tX3c+pj1X3fnmQAmblUkSXJKKbkntWnTBm3atMG8efMwfvx4bNmyBSNGjKhSCXtAQADi4+ORmpqK4cOHA7AkL1JTU5GcnFzu83v37o2tW7dClmXodJYPiV9++QUNGzZEQMkH6I3WGx8fD39/f6SmpmLUqFEAgJMnTyIjIwMJCQkAgISEBDz//PPIzs5WStlTUlIQHh6ufGjcdttt2Lt3r2p8KSkpyjpcQZhNKH1LMXVLGmObuDUbAb2/58biYr4a8JanvFYJwoWtEnTQscctERFRLWf7jcfrznVrtFWCr87VoFTcBli+o0jBQQCc1+NWqL4TiCr1uGWeyTvyTD179sSKFSuQnZ2tJGrt80wJCQnYuXOnanyuzjMBTNxqRmFhIRYsWIDRo0cjLi4O58+fx+HDh5WDsqol7PPnz8fkyZPRrVs3dO/eHWvWrEF+fj6mTp2qLDNp0iQ0btwYK1euBAA89NBDePXVVzF37lzMnj0bp06dwooVKzBnzpxKrzciIgLTpk3D/PnzERUVhfDwcMyePRsJCQno2bMnAGDAgAHo0KED7r//frzwwgvIzMzEokWLMGvWLAQGBkKWZTzwwAPYuHEjHn/8cTzwwAPYu3cvPvjgA+zYsaPGr3V5TCYjAMsfCKZtSXNsE7fF14CQKM+NxcV8tTdYecq89AyubpWgg9nE156ISEu8rB6TKkHHyclqHds41qdaJdhPpuvkK8RsX0sB2WdaJfhanqlt27aYNGkSXnzxRYc8EwA8+OCDePXVV92aZwKYuNUMvV6PnJwcTJo0CVlZWYiOjsbIkSOxbNmyaq1v7NixuHjxIhYvXozMzEx07doVu3fvVjVizsjIUM54AEDTpk3x+eefY968eejcuTMaN26MuXPn4oknnqjSelevXg2dTodRo0ahuLgYSUlJeO2111S/62effYaHHnoICQkJCA0NxeTJk7F8+XJlmebNm+PTTz/Fo48+irVr16JJkybYuHEjkpKSqvV6VIawSTJITN2S1theCyebyl9OA3y1UqE81h63upIet7rgEADOb5VgNtt+huogfCQgJiIi0gKvbpWgodjWV+NYa6GBTkncWgqqnNUqQZ0Er9rkZN7M1/JM27ZtwxNPPFFunikuLg47duzAvHnz3JZnApi49WpTpkzBlClTAFjKzt9//32nrj85ObnCkvV9+/Y53JeQkODQF6Sq6w0KCsK6deuwbt26cpdp3ry5Q4m6vdtvvx3ffvtthcs4kzCZbW+5bbtEbmEbrMjm8pfTALPMiltbpRUMJa0SSi49c3arBGEsfd11kgTZrO3jjIjI9zA+1hrbCcm8bnIy2xhPQ/GezyZujdZWCSWT6ZYkbp01OZls9/ml5Ul0fTnP1KxZM+zYsUOVOLbn7jwTADinWzERqZI9qupEIi2wPb6FthNqvjobb3lkg92lZyGWiltzQb5Tt2O2SdRK0EGWZb7+REREtZht7sr7Km5t4lkNFSX46lwNstLj1lpoUNIqoaDAOesX1e9xS1RTTNwSOYlkLL3Ehq0SSHM0WpVQFtveYGaNJ6krw9oqQZmcLCwMACDnOzlxa7KtuNWjqjP2EhERkXvZnmD1vsStNmNbX52roXRyMnWhgXBS4lbYVtwKmZPoklsxcUvkJKoPby+LW4huSKNVCWVRVdzyzWzTKsEyS68utCRxe925iVvZpO5x60v9w4iItIpXTmibquunt+1qoU7EaYV9stZX3oPCYARgk7gNtUysbHZSoYGwr7hljEpuxMQtkZMI2SbpwIJb0hqNViWUxVcrFcojF1t6g1knJdOHWQJh+bpzZ2A22161IElgUExE5P28rQiTqsb2cnGztyUINRrb2seuvhLLWich0wWVXCFWkrh11hVi9j1u2SqB3ImJWyJnsZ2cjJ/jpDWqmXd9p+KWrRIAUWhN3FomebC2ShDFxcplac5gW3Grk3SAYOKWiMjb2Vb7eVtej27Mu3vcajO2tY9dfaXPrbXQQAosiVdDLQUHzupxq65cZoxK7sXELZGT2CZ72OOWNEc1OZm2A0BOTqZmnY3XOjuvtYIBcN7lZwAgqyYns/S4ZTUDEZF346e4tsk2cZLsbTGTj1Tc+kosK4pKWntZK25DnFxxq/quD87DQG7FxC2RkwiT7R9JJm5JY1R9wLRTlVAWtkpQE4WWSgXr7LySnx8k60y9zkzcGm0rbq2tEvj6ExF5M9muSo20y+sqblVFCdqJbX21VYLS2suu0MAViVudBFbcklsxcUvkJKqzbszbktb48ORkvlKpUB65UB0IA4DOBX1uZVMZFbcMiomIvJqP/wnVPNvEvNclbn2k4tZXErdKxW2gtcdtSauEfGe1SrBJ3EJijEpu5dHE7dKlSyFJkuqnXbt2yuNFRUWYNWsW6tWrh7CwMIwaNQpZWVkeHDFRBWTbpAORxmg0uC2L2S4x7SsBb3mUVgklVbYAoA+19Ll1ZuLWZJO41Uk6ADKDYvJqjHOJSOvYKqH2cehxq6HfrSJyUSGAMipundTj1rZ9lw4S23mRW3m84rZjx474888/lZ9vvvlGeWzevHn49NNP8eGHH+LLL7/EhQsXMHLkSA+Olqh8QpVgYOrW1+m0dgioglvfqbgFfGdSh/KIQnUgDJROUGZ2YuJWGE2l6y8JT5i4JW/HOJd8nW0yj5/o2qOdycm0E+v5ahxb2uPWNa0SbC8f0EmS3Xd/ItfyeOLWz88PsbGxyk90dDQA4OrVq9i0aRNWrVqFO++8E/Hx8diyZQv279+PAwcOeHjUnmNfuWH/s3TpUqdta926dWjRogWCgoLQo0cPHDp0qMLl33zzTYfxBNl80QeAKVOmOCwzcOBA1TKXL1/GxIkTER4ejsjISEybNg3X7ZID33//Pfr27YugoCA0bdoUL7zwgsN4PvzwQ7Rr1w5BQUG4+eabsXPnzmq+EpUjZNuG5VrL2lFVSVLpMaCJS+1tq1A1FNyWxVcrFcoihLCZnKy04taauJWvO6/HrUnV41YPIWTIGj/WSPsY55KvY1WattmGuN5XcWs7f4N24g3fnZzMtT1ubekAzc3DwDyTxfHjx9G/f/9alWcCakHi9tSpU2jUqBFuuukmTJw4ERkZGQCA9PR0GI1GJCYmKsu2a9cOzZo1Q1pamqeG63G2VRtr1qxBeHi46r7HHnvMKdvZvn075s+fjyVLluDo0aPo0qULkpKSkJ2dXeHz7Mdz9uxZh2UGDhyoWub9999XPT5x4kScOHECKSkp+Oyzz/DVV19h5syZyuN5eXkYMGAAmjdvjvT0dLz44otYunQpNmzYoCxz8OBBTJw4EdOmTcO3336L4cOHY/jw4Th+/HgNX5kKaOuzm2rINnWvie8sGr2crCy+2husTEYjYLYksnXBZfW4vea0TckmdeKWPW5JCxjnkq9TJ275ma41QtXj1oMDqQ6NXk3mq3GsXGztceuqitvS/+okneZOSjHPZMkzjRo1Cs2aNSs3z7R//36MHz/evXkmAH4uXfsN9OjRA2+++Sbatm2LP//8E8uWLUPfvn1x/PhxZGZmIiAgAJGRkarnNGjQAJmZmeWus7i4GMUlb1rA8uIDgNFohNFoVC1rNBot1USy91T1xMTEKP+vU6cOJElS7vvuu+8wf/58HDlyBJIkoXXr1nj99dfRrVu3Km9n1apVmD59OiZPngwAeO2117Bjxw5s2rQJTzzxRJnPkWVZNR7b+62EEAgICCh3mZ9++gm7d+/GwYMHlXGvXbsWQ4cOxQsvvIBGjRrhnXfegcFgwMaNGxEQEID27dvj22+/VcYshMAbb7yBpKQkPProowCAZcuWISUlBa+88gpef/31cscvhIDRaIRer6/yayZUPW4lh+ONXMf6Wtem19ym4BZFxQYE+Hn8PFmN+MlmJRltMhZDePi1duU+N5rV6yw2FMNPePTPpceYr5UmZs1+fpBLXm8prA4AwHDlitP2gclQuh5r4tZQbHTY17XpfU6u5e372tNxrivwfagN7tyPRoPj9y9yjtrwfjTZZGsNbvocchbJWKwkQ2SzGWYPjN0V+9BgNDjcNuq9Z79Uh7ApNDDr9YDRCLnkSjFRVARDfj6kgICabcPmJIUEwGQ0lxmjms1mr8sxAcwzNWrUCO+9956SZwoMDHTIMwHAmjVrqpRnqijHVJX3vUe/iQ4aNEj5f+fOndGjRw80b94cH3zwAYJtJkGpipUrV2LZsmUO93/xxRcICQlR3We9fO369eswGAwQQsBkKHZ4rjv4BQSqLq2ujKKiIgghlKB9woQJ6Ny5M1JTU6HX6/HDDz+guLgYeXl5OHfuHBISEipc37x58/Doo4/CYDAgPT0dc+bMUdYNAP369cPXX3+Nhx56qNzxXL9+Hc2bN4csy+jSpQueeeYZtG/fXlnGaDRi3759aNCgASIjI9G3b18sWrQIUVFRACz7KSIiAm3atFG23b17d+h0Ouzbtw9Dhw7F119/jYSEBBQVFaGo5JKIPn364IUXXkBGRgYiIyNx6NAhzJo1SzX+/v37Y8eOHar7bBkMBhQWFuKrr76CyWQqc5mKFF3NU5VZuqNkntRSUlI8PQSFkPWwHhA7d+1GQNXPBdQqdxfkw/oJeiBtP3KOX/HoeKxcsc9PF55W3f58z+cIkoLKWVrb9Hl5aAlA6HTYtWePckYiOicHUQBOf3sMl5z0WZefUYSb0AhAaeL2f9+kIegndRVMbXqfk2sVOGlCEU9xZ5y7Z88ehzjXlfg+1AZ37MdCA9AHUcptxsfO58n3Y8Y5HawX8e4/cBA5P3lPFWJsbjp6lPz/0sUspHnw2HTmPvzW8K163f9NQR1dHaetvzbSFRWhVcn/9+z7AsLfH5BltJYkSEJgz8cfw1ynZq9BqGx7ZZiEcxnnsXOn+jtDSkqKQ44JgMfyTNXJMQG+nWfq1auX6iS5fZ5p//79VcozVZRjqkqcW6tKiCIjI9GmTRucPn0ad999NwwGA3Jzc1XVCFlZWYiNjS13HU899RTmz5+v3M7Ly0PTpk1xxx13oF69eqpli4qKcO7cOYSFhSEoKAjGoiK8+uD9Tv+9KiN5ywfwD6paYiAoKAiSJCE8PBwA8Mcff+Dxxx9XziDccsstyrJt27bF0aNHK1xfVFQUwsPDceHCBZjNZrRo0UJZNwA0adIEv/32m+o+W126dMHGjRvRuXNnXL16FS+99BIGDhyIH374AU2aNAEADB06FPfeey/i4uLw66+/YtGiRRg3bhz+97//Qa/X4+rVq2jQoIHDNqKionD16lWEh4cjJycHcXFxqmXi4uIAAPn5+WjatCmys7PRrFkz1TLNmjXDxYsXyx1/UVERgoOD0a9fP4eeKZWR8t05oOS9J0HC4MGDq7wOqh6j0YiUlBTcfffd8Pf39/RwAACPH/4vTCWXficOGICwwFr1cVtlfqefBEpOCvbsfhtEXD+PjseV+/yn9J/wzcnSCYQS705EeEDZnxtaZ8jIQAYAXXAwBg8Zotx/+fx5XP76a7SIrofuTvqs+/qP/YDlKnIlcXtb/G1o2sEScNXG9zm5Vk5OjqeH4FSujHMHDBhQbnzjTHwfaoM79+OVq8UwpJcmkhgfO09teD/u+9dx4OIFAEC3225D31bRHhlHdUg/C+CM5f/R9aI8cmy6Yh+afjPhowMfKbfvuPMOxITEVPAM72e6lIPfAUCSMPAvf1GSlb/97e+Qr17FHd26IaBlyxpt4+vU0svudZAQHdMQdw+2JA5t96PZbFblmAB4LM9UnRwT4Nt5psaNGysVx4A6z9SsWbMq55kqyjGVV1BYllqVSbh+/Tp+/fVX3H///YiPj4e/vz9SU1MxatQoAMDJkyeRkZFRYUY/MDAQgYGBDvf7+/s7fBiazWZIkgSdTqf8eEp1tm9d3vrv/PnzMXPmTLz33ntITEzEmDFj0LLkAyogIABt2rSp8nptx2Q9eMsbZ+/evdG7d2/ldp8+fdC+fXv84x//wLPPPgvAcrbGqkuXLujatStatmyJr776CnfddVeF27COx9ps2nYZ2zHbnlWqyvitzy3rWKkMSdX4XeIXGg+o7r5zBZ3tcaj3qzXjqjab/lh+egmoJb+PS/a53UeETq/z/v1XTeaSM8O64GDVaxBQcvZaXLvmvNfGpleYDpbELYTja1+b3ufkWlrbz+6Oc12J70NtcMd+9PMzwfbCbR43zufJ96PthMySTu9d+1dvE6tDQOfBsTtzH0o6dYWl3s/L9ks1iJI2CVJQEAJsWiLoIyMgX70KKT+/5q+BXY9bITt+nvn7+ys5BdtciqfyTNXNcflqnsl2PPavgf3+rOz4K8oxVeWY9Gji9rHHHsOwYcPQvHlzXLhwAUuWLIFer8f48eMRERGBadOmYf78+UqGfvbs2UhISEDPnj1dMh6/wEDMeeufLll3ZbZdU0uXLsWECROwY8cO7Nq1C0uWLMG2bdswYsQIZGRkoEOHDhU+f+HChVi4cCGio6Oh1+uRlZWlevxGVSD2/P39ccstt+D06dPlLnPTTTchOjoap0+fxl133YXY2FiHxtQmkwmXL19Wth0bG1vm2KyPAZYeLfbrqer4q8xHZuykyrG9KkUTzettJzbwon5N1WGW1Zfm+8qkDmURhYUASmfotdJHRAAAzLlXnbYts8kMwNJTRC/pASFgNvnua0/er7bFuUSeYBsDaSAaIjuyzfcfr4t3NTrxrln4Xhwrii3tE3V2ORV9eASMAMxXnRevApaKW7kKMaqn8kzOyDEBvpVnunjxosPYrI9Z/63p+KvDo4nb8+fPY/z48cjJyUH9+vXRp08fHDhwAPXr1wcArF69GjqdDqNGjUJxcTGSkpLw2muvuWw8kiRVq5S8NmnTpg3atGmDefPmYfz48diyZQtGjBiBRo0a4dixYxU+19r/IyAgAPHx8UhNTcXw4cMBWJoqp6amIjk5udJjMZvN+OGHHyq87OT8+fPIyclBw4YNAQAJCQnIzc1Feno64uPjAQB79+6FLMvo0aOHsszTTz8No9GonKVISUlB27ZtUbduXciyjO7duyM1NRXz5s1TtpWSknLD/is1YvPZbXv2mcishaS+bRCooZl3y2If4Aof/qopl/QR1wWr/zbqwksSt1W4xOdGhNm2d5il4tZs1P6XDdKu2hbnEnmCbObnuJbZ5mq9LW8L2xP1GkpuCrvvHb6QuJULLfGqVF6hwVUnxKuqilupSsUFzDN5R56pZ8+eWLRoEYxGo3J1k22eybqe1NRUPPLII8q2XJ5ngocTt9u2bavw8aCgIKxbtw7r1q1z04i8V2FhIRYsWIDRo0cjLi4O58+fx+HDh5XL7/z8/NCqVasbrKXU/PnzMXnyZHTr1g3du3fHmjVrkJ+fj6lTpyrLTJo0CY0bN8bKlSsBAMuXL0fPnj3RqlUr5Obm4sUXX8TZs2eVGfiuX7+OZcuWYdSoUYiNjcWvv/6Kxx9/HK1atUJSUhIAoH379hg4cCBmzJiB9evXw2g0Ijk5GePGjUOjRpZJayZMmIBly5Zh2rRpeOKJJ3D8+HGsXbsWq1evVsb217/+FUOHDsVLL72EIUOGYNu2bThy5Ag2bNhQsxe6AqqZJpm39Xm2MZPZ6yLZMmi0KqEs9pUK9hW4vkQusFTcSkHqiZRKA2HnVTDIptLX2XLyS2bFLXk1xrlE6s921txqj+0e9bp41zZY11CsZx/H2idytajcilslXs2t0fplWTiUZflKjOpreably5dj+vTpePLJJ8vMM82dOxf9+/d3a54JqGU9bqn69Ho9cnJyMGnSJGRlZSE6OhojR44sc+bhyhg7diwuXryIxYsXIzMzE127dsXu3bvRoEEDZZmMjAxVH48rV65gxowZyMzMRN26dREfH4/9+/crpfN6vR7ff/893nrrLeTm5qJRo0YYMGAAnn32WVW/tvfeew/Jycm46667lEqUl19+WXk8IiICe/bswaxZsxAfH4/o6GgsXrwYM2fOVJbp0aMH3n33XSxevBgLFy5E69at8cknn6BTp07Vej0qxfZvomDm1tfZXjrmdYFsWVStErQT3JaFFbel5ELLjIs6u9nq9ZEuSNyabU9+WRK3JlbcEhF5NVnjMYOvU7VK8LYEoUaLEuzjWBna+d3KoxQa2MerTio0sG+LIAEwm7zseK8mX8szffTRR3jqqafKzTP16tULW7duxaJFi9yXZwITt15typQpmDJlCgBL2fn7779f8ROqKDk5ucKS9X379qlur169WnU2wl5wcDA+//zzG243KioKW7durXCZzp074+uvv65wmTFjxmDs2LE33J6zSN4WrJBLaa7i1ravrcZbJfhib7DyyPn5AMpI3JYEwqKwEHJxsUOFQ7W2ZXM5raXilj1uiYi8nTBpO2bwdcKbCxWENmNbX5yrQSk0CLa7Qqyk0ECuYasE2ayuuJUkbVfc+nKeqVOnTvjyyy8rnNRtzJgxGDNmzA2350yemd6OSItse9yyV4LP8+oKhLJotCqhLPYBrn0i15fIBWVX3Orq1AFKeoybc3KcszGzbasES3jCHrdERN5NsMetptme1/e6eFejsa39lWI+0SrBOpmuXeJWFx4OoOYVt2a7zzFJMEYl92LilshZVH8Umbj1ddprlWCTvNT4ZY++2BusPEriNjRUdb8kSfCLjgYAmC5dcs627FslCPa4JSLydkI22dxifKw1tklCr4t3VW3AtBNvOMzV4AMFCLI1cRtiPydDJABntEoQqjlsJDgmc4lciYlbIhdgWEqy1lolaLQqoSwOvcE0/vtWRJRTcQsAfvXqAXBm4ta2VYIOgGA1AxGRlzM7TDxJWuLV8a5tQlNDsZ4vxrFKj1v7VgnWHrd5NWuVYDbJkGzmsJEkyWd63FLtwMQtkbOo/iYyMPVl9hWaZi1UbDJx65PM5fS4BeD0ilv7ahfBxC0Rkdczm4yeHgK5kPDm1mAa7XHri5PsKleIBZc3mW5uzdZvFg5f7+0nLCNyJSZuiVyAaVvfZl9w4HUVCGWRfahVgux7l5iVR6m4DS0jcVvf2a0SbCpupZKKWwbFREReTRhLWyUwPtYedcWt58ZRLRotSvDNVgnlTE5W0uNWzq15j1vV5GRgj1tyLyZuiZxF1eKWoakvs6848Pq2WUJAdYBrPAC0r1Qwqfrz+ZbyetwCgL6k4tbspMStkG1bJUgABExM3BIReTVZldxgfKw1thW3XneFme14NZS4dZhkV+MFF4DN5GQOPW5LWyWIGnwhk01CnbiVJBYXkFsxcUvkJJLN33728PJt9olbk7dnbu2DWY0HgPaVCT6duM2voMettVXCRWclbkv/r1TcGr3sSyAREamYTQbl/xILGzTHtuJW9rYrzFSTk2kntrVP1PpCHFtej1tdSeIWQkC+dq3a67dMRGbT49ayStXVYkSuxMQtEZGT2RcceF3PL3v2iVsNVSWUxaHiVmg/4C2PXFGP23oliducHKdsS5gdK25ZzUBE5N1ko3YSYuTINsb1utZgGm2VYN/T1icSt0rFrTpe1QUEQBcWBgAw5Vyu/vrtK25L/uUEZeQuTNwSOQsrbqmEfZ7W60/G+lji1r7i1mj23YlVlFYJZSVundzj1qFVgmDilojI25lt/oYyPtY2rytUsK1M1VBs64tXjpX2uC0jXo2JAQCYsrOrvX77HrfW1C3jVHIXJm69jCRJFf4sXbrUadtat24dWrRogaCgIPTo0QOHDh2qcPk333zTYTxBQUGqZYQQWLx4MRo2bIjg4GAkJibi1KlTqmUuX76MiRMnIjw8HJGRkZg2bRquX7+uWub7779H3759ERQUhKZNm+KFF15wGM+HH36Idu3aISgoCDfffDN27txZzVeikgSDUbKwD1y9rgLBnv3lYxq6nKws7HFbqqIet0qrBCclbm3PeFgupxWc+IGIyMsJk7ZjBl/HitvaR5Z978qx0kKDYIfHlMTtxeonbmWTULXoLq241c5xwzyTxfHjx9G/f//alWcCE7de588//1R+1qxZg/DwcNV9jz32mFO2s337dsyfPx9LlizB0aNH0aVLFyQlJSH7Bmeq7Mdz9uxZ1eMvvPACXn75Zaxfvx4HDx5EaGgokpKSUFRUpCwzceJEnDhxAikpKfjss8/w1VdfYebMmcrjeXl5GDBgAJo3b4709HS8+OKLWLp0KTZs2KAsc/DgQUycOBHTpk3Dt99+i+HDh2P48OE4fvy4U16fskjq2clcth2q/TSXuPXxiltfCHjLY22VYN8zDChN3IqCAmW5mhA27xMJOgAyTEzcEhF5NdnIilsts80Ret/kZNrscSvD9woQREmPW11Z8WpMfQA1q7iVzbLq88varltLiVvmmSx5plGjRqFZs2bl5pn279+P8ePHuzXPBDBx63ViY2OVn4iICEiSpNzOysrCsGHDUKdOHYSHhyM+Ph5Hjhyp1nZWrVqFGTNmYOrUqejQoQPWr1+PkJAQbN68ucLn2Y4nNjYWDRo0UB4TQmDNmjVYtGgR7rnnHnTu3Blvv/02Lly4gE8++QQA8NNPP2H37t3YuHEjevTogT59+uCVV17Btm3bcOHCBQDAe++9B4PBgM2bN6Njx44YN24c5syZg1WrVinbeuONN5CUlIQFCxagffv2ePbZZ3Hrrbfi1VdfrdbrUSmqVgnky+zztF4XyNqzS2Q63NYY+4pbo+ybrRKEEDCXJGT1deo4PK4LDYVU0kKhplW3Qhaqb38SL0EjItIGDSXEyJFtsYJXT06moaIEX7xyTJmToYwrxPyd0SrBvsdtSeZW1lCPW+aZSvNMmzZtKjfPtHbtWgwcONC9eSYwcaspEydORJMmTXD48GGkp6fjySefhL+/PwAgIyMDYWFhFf6sWLECAGAwGJCeno7ExERl3TqdDomJiUhLS6twDNevX0fz5s3RtGlT3HPPPThx4oTy2JkzZ5CZmalab0REBHr06KGsNy0tDZGRkejWrZuyTGJiInQ6HQ4ePKgs069fPwQEBCjLJCUl4eTJk7hy5QoA4NChQ6rtWJe50fhrQlVFwFlzfZqwS9R6XSBrzz6Y1fiXMF/sDVYWUVQElFRK6eqEl7mMX716AGqeuLWvrLUExDJbJRAReTmzTasEhsfaYxvhel24q0rcaie2Ncu+F8daCw2sE5HZsrZKMNYkcWs3yaKu5Hu/r1wZ5it5pgMHDqBXr14V5pnS0tLcnmcCAD+Xrt3LCCEgPPTmk/x1ypmb6srIyMCCBQvQrl07AEDr1q2Vxxo1aoRjx45V+PyoqCgAwKVLl2A2m1VnMQCgQYMG+Pnnn8t9ftu2bbF582Z07twZV69exf/93/+hV69eOHHiBJo0aYLMzExlPfbrtT6WmZmJmJIPVys/Pz9ERUWplomLi3NYh/WxiIgIZGdnO6zHdjsuwcnJqIRDxa3XRbJ27CuGNVSVUBb73mC+WnFrvnbN8h+dDrpQx8keAMCvQQyM587BWMPPVpPRbDdbrw6AgMmgnS9SRES+yGy2/RxnfKw1gj1uax37ilv7ggQtkkv6lFaUuDVlX6z2+k3GMlolCFS6wMBTeSZn5JgA38ozNW7c2GEd1sfq1q2LzMzMCrfjKkzc2hBGGRcW7/fIthst7wUpQF+jdcyfPx/Tp0/HO++8g8TERIwZMwYtW7YEYDkoW7Vq5YyhlishIQEJCQnK7V69eqF9+/Z444038Oyzz7p027WCl8Uq5DoOPW69vVWCfYWtxgNAVtxayCWJW11YWLlBX0CTpig8kg7jufM12pbJIAOS3eRkQsDIxC0RkVcTxtK/oUzbao9trtY+/q31NJq49bU4VhiNlqvEUM5kuk5olVDmlWEClS4w8FSeyRk5JoB5ptqArRI0ZOnSpThx4gSGDBmCvXv3okOHDvj4448BVK2EPTo6Gnq9HllZWar1Z2VlITY2ttLj8ff3xy233ILTp08DgPLcitYbGxvr0JjaZDLh8uXLqmXKWoftNmJiYhzWU9XxV5XqLBxDU5+m+cnJZO0Et2WxTkYW7GeZ4EDrAW95rInbsvrbWvk3bQIAMJzLqNG2zEbZruLWUspgKtb2sUZEpHXCbPs5zvhYa2StVNxqKLa1j1u1fuWY7QS5+ooSt1lZDu3sKstslFVFDJKPtUrwpTzTxYsXHdZhu43yclGuzDMBrLhVkfx1aLS8l8e27Qxt2rRBmzZtMG/ePIwfPx5btmzBiBEjqlTCHhAQgPj4eKSmpmL48OEALJcOp6amIjk5udJjMZvN+OGHHzB48GAAQFxcHGJjY5GamoquXbsCsMzcd/DgQTz00EMALGdTcnNzkZ6ejvj4eADA3r17IcsyevTooSzz9NNPw2g0Kr1VUlJS0LZtW9StWxeyLKN79+5ITU3FvHnzlPGkpKSoztQQuYp9TOB1gaw9H5uczGi2BLjBfsEoNBX6bOLW2ipBV0HiNqBZMwCoecWt0QzbyxYk6CAgYDbJkGUBnY5f9omIvJFsk7hlYYP22Ma8XneFmUYrbq0FCMptjcex5uuWxK0UGAjJpjeplV/9+gAAYTBAvnoV+sjIqm/DZFdgUHKjshW3nsozOSvHBPhGnqlnz55YtGgRjEYjAgMDAajzTNb1pKam4pFHHlHG4448ExO3NiRJckopuScUFhZiwYIFGD16NOLi4nD+/HkcPnwYo0aNAlD1Evb58+dj8uTJ6NatG7p37441a9YgPz8fU6dOVZaZNGkSGjdujJUrVwIAli9fjp49e6JVq1bIzc3Fiy++iLNnz2L69OkALK/vI488gueeew6tW7dGXFwcnnnmGTRq1Eh547Zv3x4DBw7EjBkzsH79ehiNRiQnJ2PcuHFo1KgRAGDChAlYtmwZpk2bhieeeALHjx/H2rVrsXr1amVsf/3rXzF06FC89NJLGDJkCLZt24YjR45gw4YNNXqdKyaV8T/yRfYVt1536Zg9+2BWQ8FtWayVCay4rUTFbZOSitvz52q0LZNBtu2UUFLVIEoeMyMgiOEKEZFX0viEpr7OtoLR6ybj1ejkZPZxq9Z73Mr55fe3BQBdYCD0EREwX70KY3Z2tRK3JoMMvzKurq104pZ5JkVtzzMtX74c06dPx5NPPllmnmnu3Lno37+/m/NMTNxqhl6vR05ODiZNmoSsrCxER0dj5MiRWLZsWbXWN3bsWFy8eBGLFy9GZmYmunbtit27d6saMWdkZECnKz2Lc+XKFcyYMUNp3BwfH4/9+/ejQ4cOyjKPP/448vPzMXPmTOTm5qJPnz7YvXs3goKClGXee+89JCcn46677oJOp8OoUaPw8ssvK49HRERgz549mDVrFuLj4xEdHY3Fixdj5syZyjI9evTAu+++i8WLF2PhwoVo3bo1PvnkE3Tq1Klar0dlqJK1nDbXp2mv4ta+VYK2A0Ambi3M10oC4Yoqbps2BQCY/syEMBjKrHSoDJNRdvjYlJTErYyAoDKeREREtZ5sOzkZw2PNsQ1xzd52Xl+jFbfWK8estB7Hlk5M5tgmwcovNtaSuL1wAUFt2lR5G2ajDH+b277UKsHX8kwfffQRnnrqqXLzTL169cLWrVuxaNEit+WZACZuvdqUKVMwZcoUAJay8/fff9+p609OTq6wZH3fvn2q26tXr1adjSiLJElYvnw5li9fXu4yUVFR2Lp1a4Xr6dy5M77++usKlxkzZgzGjh1b4TJOJdjjlizsK2xN3p649bHJyawBrjVxq/XeYOWRr+UBqLjiVl+vHqTgYIjCQhgvXEBAixbV2pbJYHb41PTTW1K3xmJtH29ERFomzLZtcBgfa41tzOt1V5jZxrcaKkqwtkqQIEFA+EziVh9adsUtYGntVXzyJIwZ1ZuTwWRSFxiUtkrQZuLWl/NMnTp1wpdffqlKHNsbM2YMxowZU+F6nI2TkxE5CYNRsrKPW73u0jF7bJXgyeF4TGUqbiVJQoC1XUIN+tyajTJse9wCgN6vapehERFR7SM0lBAjR6oet94W72q04tYatwb5WSoN7Xveao35eiWuEGvRHABg+P1s9bZhNAN20+gC1jkaiFyPiVsiJ5HK6HtDvsm+4sDrJmuw59AqQTvBbVlYcWuhVNyGlx8IA4B/SbsEYw363JqMssOnpnVCMiMTt0REXkvIrLjVMtuY1+viXdV4hWPlhZdSErf6INVtrZJLJicrr8ctAAQ0L0ncVrPi1mwXp1r/r9WKW6p9mLglchIGo2RlX3CgvYpbbSfSrL3BlIpbjVcqlEepuA2rOHFr7XNr+P33am/LZDA79Lj1UypuGRQTEXktr2t8SlVhm+v0unhXo1eUOVTcaj5xW9IqoYIet/7NmgEADGerV3FrKTCo/uRkRDXFxC2Rk6g+zDk5mU/TXI9bjQa2ZRFCKIlaX2+VIF+7BuDGFbeBbVoDAIpO/lLtbZmMsn2nBOhLJt81scctEZHXUlXcMj7WHFXFrbfFuxqNb61XivlM4ja/pNCgoh63zVsAAIx//AFhMFR5G2a7SchYcUvuxsQtkZOw4pashH2rBG8LZO3Z96fTcL862+BWaZVg9s1WCeaSxO2NKm4D27UDABT/9JPDsV/pbZXRKkEqiVDYKoGIyIupYiDGylpju3e9r1WCfSswbcQb9q0SzBq/Uk7pcVtBqwS/mPqQgoMBWYbhjz+qvA37itvS+7X92lLtwcQtHJMs5Jtqehywxy1ZObRK8PbPGB9qlWDbz9ZXJnUoj7XiVlen/EAYAAJbtQL0epivXoUpM7Na2zIZzIBkNzmZTpQ+RkREXkmYvTwGogrZxrje1yrBLr7QWMWtr1w5Vpket5IkIaAG7RLMJll1xUBlKm6ZYyLAeceBTydu/f39AQAFBQUeHgnVBtbjwHpcVBWTtWTlMDmZt8eBGg1sy2KbuA3xCwGg/YC3PGalVUJ4hcvpAgMReNNNAICin3+u1rbKnpzMmrjV7vFGRKR1wmZCU8bK2mMb8npdjl6jhQm+2uNWV0GPWwAIbGmJVYt/OVXlbZiM9sdKyf1lFBcwx0S2appjsvJzxmC8lV6vR2RkJLKzswEAISEh7L2kAbIsw2AwoKioCDrdjc9NCCFQUFCA7OxsREZGQm9trFhFks15EAamvk22v/LK28+4OlxKpt1EmjVxK0HymYC3PErFbQUVDFaB7duh+NQpFP/8M+rccUeVt2VJ3KrfJ9Y/x0b2uCUi8lqsuNU276641WaPW/tWCbZFCVpUOjlZxfFqUIcOyNu5C0UnTlR5G+ZyWiUYyyguYI7Je1U1j1QRZ+WYrHw6cQsAsbGxAKC8scj7CSFQWFiI4ODgKn1IRkZGKsdDdUjl3iBf4zA5mbd/abFPPGukIqEs1mDXT+cHP52f6j5fIszm0kD4BhW3ABDUth3y8CmKfqpexa25jIoFfUnrBCZuiYi8GCtuNc02RPS6QgWN9ri1n5xM8z1u82/c4xYAgjp2BIBqJW5NRrPq00uCBCFEuTEqc0zeqbp5pIrUNMdk5fOJW0mS0LBhQ8TExMBo1PbZKF9hNBrx1VdfoV+/fpUuSff396/xWRCwxy2VsI9bvW6yBns+NDmZdSIyf50//CTfTdzK+fnK/3V1Kp6cDCgNhguPHYMQosrBjtFQRsVtSasEQ6Hvvf5ERJrBuck0zTZZ63WT8ToUJnjZ+MthjVt9rsdt6I0rbgHAeP48zLm50EdGVnobJoNceikYrN/1zTAWlf3aMsfknaqTR6qIc3JMFj6fuLXS6/VOe1HJs/R6PUwmE4KCgpzyhqssnaplNCNTXybsElBed+mYPY1eSlYWoyhJ3Or9lYpbrV9iVhZrmwQpMBC6gIAbLh98S1dIgYEwZWfD8NtvCGzZskrbMxabHRK3upKKWwMrbomIvJZtqwQWNmiPpipuNVKZap1U11daflW2x60+IgL+zZrBmJGBwhMnENa7d6W3YTKYIdlkziwFCgKGooqPGeaYvIun8kiV4dOTkxE5l+NMk+Sb7PO0Xl9x6zA5mTYC27LYVtz66y1/sLUe8JbFnJcHoHLVtoBlgrLgW28BAOSnHajy9spK3Co9bllxS0TkvWSW3GqZV1fc2l9BppHCBPset2YNXykHlBYb6EMrTtwCQHCnknYJPxyv9PqFLGAyyA6tEiDMMJRTcUvkbEzcEjmJZPdxTr7LPnD1ukDWng+1SlD1uPXhVgnm3FwAgD4yotLPCU3oBQDIT0ur8vbKmpVXB1bcEhF5OyHbVtyS1qgSt94W7mr0ijIlcVtScWu9mkyLhNEIuaAAAKCLuHHMGtytGwAg/5tvKr0Nk0mGEALqIi0dABnGIrPqM47IVZi4JXISSWLFLVloL3FrF/BpJLAti7Utgr/Ot1slWBO3fpF1K/2c0ISeAICCQ4cgqtjPyzK5g33FLXvcEhF5O0kVMjBC1hqzzf71utZg9vGdRgoTrHGrL/S4tV4hBlRuMt2wfv0AAAXffqt6bkVMJTGqbZGW5Xu/5eA3llF8QORsTNwSOYlk+3Zy0iyE5J1MZnVi0+sTt2a7gM/HErfWXmG+xHTlCgBAX7fyidugDh2gj46GfO0arv/vf1XaXlmtEqyJ3Bv1DyMiolrMJmZgdKw9Jrl0/3pdvKvB+FYWMuSS3yNQHwhA44nbq1cBALrwcEiV6CUb0KQJAlq2BMxm5O/fX6ltWBKzZruJdyWbAgPGqeR6TNwSOYmOPW6phNEucPW6yRrsabQioSzWxK2fzg8BesukXNa+t77EbE3cVmHGXUmvR/igQQCAqx9/UqXtWRK3dusred+UN2MvERF5AdtcGAsbNMdstm2V4GXxrsMVZd4f39omaX2i4jbXkrjVV6JNgpW16vbaf1MrtbzJIMPyQWb7XV9CSScKGIu1+/pS7cHELZHTsMctWWiv4tY+cavdAMUa3Prr/JVKBYPZ4MkheYQSCFeh4hYAIkePAgBcS0mB4dy5Sj/PVGbFreV9xIpbIiIvxh63mma0qbj1ulYJDvGt98cbtknaUH/LZF1ajmPNV3MBVC1xGz7YUmRwbc8emC5fvuHyJoMZELK6VQIk+PtbbrPiltyBiVsiJ2GPW7IymjXW49Y+sNVwAGitrvXX+SsVt8XmYk8OySOqU3ELAEFt2yK0d29AlpH1t7+XTOZQMVkWMBnLuDyx5KnGIlOl1kNERLWQ6uObEbLW2Ma43ldxa1eIoIErrGznZQjxCwGg9cRtSaFBJfrbWgV16oSgTp0gDAZcWr/+hstbJtC1S9xKOvhb6jtg4JVh5AZM3BI5iarHLQNTn6b5yck0XHFrnXnXX+/rFbe5AKpecQsAMY8/Dvj54XpqKv6YMxd5O3dWuLypZFIHh4rbkh5tQlgvUyMiIq9j89EuMT7WFCGEqljB6ypu7eNZDUxGq0rc+pckbmXtxrGyNXEbWfmKW0mSUH/uXADAlbffQdbKlSj84YdylzcWl7RKkNQVt/qSilsjrwwjN2DilshJ1GfhPDgQ8jjbiRoAL6xAsGetQJBKmv5rOJFprbj1k0p73BbLPlxxWzeyys8NatsGsUsWA5KEaykpuPT66xUubywuJ+CVhfJZaijU7skCIiItk+zPyXl7TEQK+zyt18W7DleUeX+sYW2V4Kfzg7/eH4C2CxDMV/MAALoqtEoAgLC+fRA1eRIA4PJbb+Pa55+Xu6zJYIYQZrvv+hL8LF8TWHFLbuHn6QEQaYXEHrdUwr5VgtdVINizBrYBoUBxniYuJSuP0uPW1ytuSxK3flVslWBVd8wYBLVpg7ydO+FXv36Fy1oTtzq7j00hywgM8UdRvhFFBUYEhAZWayxEROQ5kl3FrSwAPcNkTXAoVPC2i2Mcrijz/vhWNVeDTvtxrNIqoYqJWwCIefJJBN8aj2up/0VY//7lLmdUWiWUkiDBz9rjlolbcgMmbomcRLK7fIJ8l/3kZCZvT9xaA1n/EM0nbq2XmNlOTlZsLoYQQvUe17qatEqwCu7SBcFdutxwOWvi1v7lFWYZQWGWxG1xvgmoz8QtEZFXkyzJPr1O7+mRkBOYvL1Qwb7CVgPxrVJxa3PlmJZbJZQmbiOr/FxJkhCeNADhSQMqXM7SrkuG/UTkej/L8c5JdMkd2CqByEmYrCUro13gKnvbpWP2rIGsf7DlXw1UJJTHNnFrDXhlIcMkfOdsulxcDLmgAEDVJyerDiVxa3e/peLWcn65KF+7xxwRkabZVdzan9wm72VfmOB1rRIcJifz/gSnEsfqS+NYVtzWjLHYDAhZXaQl6ZSKWyMrbskNmLglchLbycmYxPVt9l9KNDM5WUCo5V8NB4DFZks/20B9oFJxC2g76LVnrbaFXg9dnTou357Sv9b+Y1MWCAq19Gdj4paIyDtJQj15r8HI6jStsI93va7iVoOT71qrawP0AfDXWWIoo2zUbG9pczUmJ6sqS2LWrsetbcVtIT/TyPWYuCVyEp2kblhOvsv+0jGvLy4x27RKsL2tQcWm0sRtgC6g9H6z70xQprRJiIiApHN9mGDtDWY/gY1slhEYaqm4Lc73/i9TRES+yL4vpNGo3RjC19gXJnjdFWbWVgnK5Lvef2xaCw0CdAHqAgSNtkswX80F4NqKW0srBNmhSEtX0nTUUMwYlVyPiVsiJ7E/C0e+y+HSMdnLM7fK5GQ+kLgtSdAG6AMgSZKSvLUmdH2BdWKymvS3rQpDgSXg1dmf8JIFgkJKKm4LtHvMERFpmf1M7EYTkxxa4f2tEuyuKNNAKzDbONbaKgHQ7pVjcm5JxW14uMu2YSwyQdi3SoAEvZ4Vt+Q+TNwSOYkk6cr8P/ke66VjgX6W48DsZXGsA2VyMmurBO8PbMtjDXiD/IIAQDVBma8onZgs0i3bKy5plWB/wkvIMgJLWiUUs1UCEZFXsi9lMLI6TTMcJyfz0ECqyxrPlsR8DpOVeSFrgjZQH6i0SrC9X0uELMN87RoAQOeGilsdSidVlCQJ1jkW2eOW3IHZJSInYcUtWVknJ7Mmbr2u55c9ayDrA5OT2VYq2P7rU4lba8WtGyYmA0orFXT2iVuzbY9bBsVERF5JqD/bDQbf+XuqdSbZy+d0kLUX3yqtEkquHLMmb7WYuJWvX1fOFri2VUJJj1vbIi3ooLNW3Bax4pZcj4lbIiexTdbqJJ1mm8DTjVkrboP8Ladijd7e5NYa7CmtErQX/FkpFbd6dcWtFgPe8pgu5QAA/KLquWV7hnIqbiEEgkp63HJyMiIi72T/2W4q9p2/p1pn3yrB/natpyRutdMKzL4AQYljNdjj1nz5MgBAFxICXWDgDZauPkOhGRAydJJdj9uSilsDK27JDZi4JXIS27NwOui8L3ghp7Hu+5AAveq217JvlSCbAI2emGDFLWDKuQQA8IuOdsv2igtNEEKoJn0AACELBISUTE7GHrdERF5Knbg1F2kvgeSr7Fsl2Ffg1nrK5Lvaq7i1JmytcawWCxBMl0uuEKvn2kIDQ5EJEtTHtiSV9rgtLmDillyPiVsiJ1FPvqDzvsuFyGmsFbbBAX6q217L2irBWnELaKIqoSzWSch8u+K2JHFb3z2JW0vFrbqSAbB8pgYGWU5+sOKWiMg7OVbcFnpoJORs9t91jCYvi3eVwgRrxa33J+DsE7dKqwRNVtxarhDTR7l2Ml1jkRk62H+vl6D3K0nc5hsh+L2fXIyJWyInsZ1pUifpvD9ZR9VmrUCwVtwavC2QtWcf2AKabZdQ3iVmvlRxa75oSdy6uoLBqqLErX+Q5XO1mD1uiYi8kn3/clOh7/w91Tqjtb+oTiq57UXJK1kGREl8rqGKW2u8ak3YarkAwVTSKsHVrb0sFbfqY1uCBJ2lPgdClE60S+QqTNwSOYntZb4SWHHry6yXigVrrsdtaOl9Gghuy2INeO0vMSuWfeeLpimnpMdtdH23bK+40AQIMySb2XoBy5ULASWJW2OxGWZvPwFCROSDHCpuC7WXQPJV1u86Xhnv2sax/parrLRwNZm1stYXWiVYe9y6suJWCAFDkbmMVgk6CNkM/5Irw1hgQK7GxC2Rk7DilqysFbelk5N5eRLfeumYX5DNfd4f3JZFmZzMzzdbJQghalWrBL2fUNojsocYEZE3sm+VUOChcZCzGe0m4xXCsX1CrSXbxBTWK8pk748zrPGqNWGrtErQYBxbWnEb5bptGGUIWUCS1Me1DjrIJhOCwyyvL1t6kavVmsTt3/72N0iShEceeUS5r6ioCLNmzUK9evUQFhaGUaNGISsry3ODJKqAw6VgRiZufZX95GRen8S3ViXo/YGSQFDriVtfnZxMzi+AKCoCAPi5tVWCuTRxq7d8luokPcwmIwKtE5QxKCYvxjiXfJV9xa2ZrRI0Q6m4DShNKXhNzGsbx1pbJWgguVleHKvFxK05x1px67p41VDSAsG+x60k6WA2GREUysQtuUetSNwePnwYb7zxBjp37qy6f968efj000/x4Ycf4ssvv8SFCxcwcuRID42S6EbUbyez0eyhcZCnWYNWzSRurcGePgAoOXOvheC2LErFbcnkZNZ/i0xFHhuTO5kvXQQA6EJCoAsJucHSNSdkAUOxGULI0JW0SpBK3jc6SQ+z0YCgEMsxx4pb8laMc8mXOSRui7UZP/gi6xVm1lYJgBfFvLbVtX7WxK33J9/sJydT4liz9uJY8xVrxa3rWiUYiyzf5/306s8xnaSHyWhEkLXi9jpjVHItjydur1+/jokTJ+If//gH6tYtfdNdvXoVmzZtwqpVq3DnnXciPj4eW7Zswf79+3HgwAEPjpiobLatEgDAyMDUZymBrFYmJ7O2StD5WapuAU0Et2Wxr1QILqnCKDT5xizY1jYJene1SSgywVLEUFpxqyup3NHBEhQHWqsZmLglL8Q4l3ydQ+LWwIpbrbBeYRZkk7g1eUt7MGscK+kBv5KryTTQKsE+jrW2/tLilWMmd1TcFlmOCT8/9f066GA2llbc8qowcjWPJ25nzZqFIUOGIDExUXV/eno6jEaj6v527dqhWbNmSEtLc/cwiW5IZ/d2MhZq78wmVY51cjJrxa3JW/p9lUfVKsFffZ/G2FfcBpdUYfhKxa3pkgcmJgOg08uQJPuKWx3MBkNp/7Br2jzmSNsY55Kvsy9skA3enxwjC3NJvBug10FXspu9p+LWJrbVaacoQelxq1MnbrVYgOCOyckMJRW3evX8uZYY1bbilolbcjG/Gy8C3HLLLQ5/dMtz9OjRSm9827ZtOHr0KA4fPuzwWGZmJgICAhAZGam6v0GDBsjMzCx3ncXFxSguLj2jlJeXBwAwGo0wGvmG8gXW/ezO/S2EcHiPFF69CqMxxm1j8GWe2OcVMZgsf+QDSy6rMZrlWjO26tCbDNABMAkJep0/JADG4gLAg7+Tq/Z5scny90MndDAajQiQLIHvdcN1r96HlVVc0l9TF1XXLb9vwTXL6+0fIJee/PIvqbiV9CgqLERQHUuocu1KISDVnvc5uZ679jXj3MqrbX9vqXrcuR/LapXA48c5PP1+LCpJwut1gJ9eB4NJRmGxAUaj/gbPrAUMRfAHIHR6WJs1mU3FkN38Wjp7H1oLDfzgZ4ljSxK4BYYCTb3vhBAwXbliuREe7rLfrfC65e+tXmff41YPo6EY4cGWY70gzwBE8W+jt3P3Z2pVtlOpxO3w4cOrO5ZynTt3DnPnzkVKSgqCgoJu/IRKWrlyJZYtW+Zw/xdffIEQN/Tro9ojJSXFfRsTQDzUM1qmHzqM3/885b4xkHv3eQUys3UAdDhz+iQAPYxmgR07dqKSeYFa5/bcHEQAOJR+DF2KTQgFkPbNV7gSesHTQ3PqPhdCKBW33+z7BnV0dZBRlAEA+OXML9iZtdNp26qt6h08iHoA/riej293uv73Lb6sBxACo7kQupJZna9cy0Ud+EMn6ZH2v29gvHYTgED88uNvqNux9rzPyfUKCtwz+7wW4tw9e/a4Nc7l+1Ab3LEfG9slbq9euoydbvj74ks89X5MvygB0OPK5RxIsgRAwn/3foFo533kuUxY0QXcBcBoBk6f/g0dAJw/ewbHPHRsOmsfZuSXxK0//YKdv+1EdkE2AOCHn37Azt+1877TFRSglcly4iDl0CEI+14GTpL/hx+AYBiNRUAwIMNSaKCX9Dh39iyuyCcBBCHj9z8QHcW/jVrhrv1YlTi3Ukf4kiVLqj2Y8qSnpyM7+//Z++8oSdLyTBu/IiIjfWZ5091V7c14bxlmRphB0MAAM/v9+CTtJ4z4jvRJYiXN6gCzOkgCicNKwmi1C3KwmJVAuxghDczADAPMwHjv2vvu6nJdLrPShvv98UZkZvnKqsiszKr3OmdOdWdlRrw9EZn5xB33cz8jXHPNNaXHLMvi0Ucf5X/8j//Bj370I4rFIpOTkzPcCMPDw/T29i643XvvvZd77rmn9PdUKkV/fz9veMMb6KjThGzJ2mIYBg899BB33HEHuq7XZZ920WL0yZmOmn3bt3HDL99Sl/1vdNbimC/GPw0+A1MTXHvl5fzrqQMA3PHLbyUYWPN0mhUROPspyMENN70ObfJfYWyE1914Hc7W163ZmmpxzA3L4OP/++MA7H/LfhLBBOOHxnn4+Yfp2tTF/lv2+7KfRmbk6adJATuvvZbr9tf+33v61TF+9NQB4okgiilcCx09nRTTU6ioXHPVVeQyfTx2/DgdyR5szjTM+1xSe8bGxuqyn/VQ577lLW8hmUz6/u+YTaN930pWRj2P48s/+daMvydicd5ah++XjcBavx9zzw/AsdfY1N3NSHGKQs7gda+/jd3d8bqvpWpGDsBB0MNR9l18KQx+m/7NvWyu87np9zF84KcPwCBcc+U17N+5n8MvHOapg0/Rt7OP/Vevn/dd8eRJzgBqPM7b7ryzZvt57dHzPPbycSJh4Vx2NAfc+ePdnd1cctNV/PjAIVpi7cB5+d3Y5NT7M9XrmloOtbk1sQze9KY38corr8x47AMf+AAXXXQRH/3oR+nv70fXdR5++GHuvvtuAA4fPsyZM2e4+eabF9xuKBQiFArNeVzXdfkm2mDU85hXxnVZjoWmaFiFojzn6kyjvM+9SNtEJFh+UNXQ9TX7yF0d7rCGQDAC7pTagOJAA/y/9vOY551yjm08HEfXdOIhcfGRt/MNcW7VGtvNuA12d9Xl3+tGsRHQQTXFjQ0tJN4nqqKBY5NsFy7C/LRJkMZ5n0tqTzMf5/Ve58r34fqgPsdxpuNWsR157vjMmr0f3aGiekAloLnmBFVrjuOriGJdUXU0XViEVcdCXaO1+3UMi44orKLBKLquEwvGxOP2+rouNVzBS2tvr+m/yzLEeeKd3qiUhFssi1hSnDvFrIWO/G5cL9TrOFazj6pVBMuy+PznP8//+T//hzNnzlAsFmf8ftwNiV6KRCLBZZddNuOxWCxGR0dH6fHf+I3f4J577qG9vZ1kMsmHP/xhbr75Zm666aZqly2R1BTTLAfx244phNv8+guBlywP0x3MEKmYsts0wxrmY8ZwMvdrYx0McJhN1hDtKpqiobuDKrzhZOtxqMN8GCOipU5fxPHnJ0V3OJkWsFHdC8DycDINs1ikpcfNZ5sqEpx/MxKJb8g6VyLxF0WZ1W1kNnE9JJmBN3w3oKoE3bkOptUkA3ldUwJqYF0N3vUybr361Ru2u96G7JqjowAEumo7TNcbTqa4Qr+jAe5pYhsW4bioTPMZg1hNVyLZ6FTdt/uJT3yCz33uc7z3ve9lamqKe+65h7vuugtVVfnTP/1TXxf3+c9/nne84x3cfffd3HbbbfT29vLd737X131IJH5gV4hyliMKAStfWOjpknWO4RatIV0rTdktNrNwa3q2yBBornRmFRd+fpPiibORQKQ0qGijCbemOxQp0NNTl/0VKoRbRRGCrRL0hpOJib3RFle4TRdxmuR6UNK8yDpXIvGX2cPJnGYR9iRL4hkVNE0pOW6bpt4ttfwEhXgLYJkLP79J8OrVcCA846c3w2G9UBJuu2sr3Bpunarifm5VzN2zDYtIXIj++Ywha1RJTanacfvP//zP/OM//iNvf/vb+dM//VN+5Vd+hV27dnHFFVfw5JNP8p/+039a8WJ+9rOfzfh7OBzmC1/4Al/4whdWvE2JpB5U3l22HXFnziysry9IyfIxbVG06qqCrqkUTLsk5jYl3l36QBhcJ+p6F249NpJwaxcKWO6EXr1ewm1G2BbUgIPq3ktWXKe6ioZpFIklRVu4bTo4zW+GkTQ4ss6VSPxltnCr2E1cD0lm4DludVUhUHLcNolwa7rXaVqo7LhdB7Wt56z1nLZeHSsdtysjnxXCrVISbhUcRSRt2KZJ2BVuHRtso0mnUEuagqodt0NDQ1x++eUAxONxpqamAHjHO97BD37wA39XJ5E0CZYbcms7NrbjFizF5r9rK1kZnpAf0FSCrgPBaObWQK+4DYTEf1B24a4j5hNuowGRr5oz1r9wa7oxCUoohNrSUpd95qeFEiuiEuY6bs1iEU1XCUXFfWar0JwD/iTNg6xzJRJ/8TpYPBy7ieshyQw84VZTK+rdZjEqzKhthci5LoRba2ZUQsidTZGz1lcda47UR7gtZF2Dgft3RVVKsd22YaEFVCIJId5aeSncSmpH1VdAfX19DA4OArBr1y4efPBBAJ555pl5hyVIJBsB0xAuWwenJNxahhRuNyoFV6QNBVT0gFfINumFiuPMdNzqrqi5Dh2oG91xW4pJ6O2Zc6FdK3Ke41a1Fsy4BYi2iPrCKsiiWFJbZJ0rkfjLXMet/BxfLxTdejcYUEuOW6NZhHmrQrj1YsDM5u+WLDluZ0UlSMftyshnXMetZ8zSFBT3XPfyur0a1ZY1qqSGVC3cvuc97+Hhhx8G4MMf/jAf//jH2bNnD7/+67/OBz/4Qd8XKJE0A4Yr0jqOjeO1UkjhdsNSqChkdffLvWkyv2ZjFcE7p2c4bpu/uJ3NRhdujWF3MFl3fWISoMJxq5bfH6or3CpoWIYQbmNuzq0UbiW1Rta5Eom/KLMvN5u0HJLMpSTcagoBVRznphlO5nWOacGy43YdiJtzohI0GZWwGvKuwcCLSlA0taSg2ZYwbskaVVIPqs64/a//9b+W/vze976Xbdu28fjjj7Nnzx7e+c53+ro4iaRZsAomGiLf1nYrUse01nZRkjWj4B77UEAtFbJN0zo2m8pCLxBeV8XtbJYSbh3HqZsTdS0whz3HbW/d9plLiwsnVSm/P2ZEJRjiBoE3oMyWUQmSGiPrXInEX7xuCtMuElCDKE1aDknm4pkSgoHKqIQmUeZL3WQhMaAMmj4qwbANTHdI9hzHrbW+6nYv3qvmUQmucOvdcFJUxRVuHRzDE27drrC8rFEltaOqs8swDD74wQ9y8uTJ0mM33XQT99xzjyxmJRsa08u4xcJxPOG2SQoXie94DoSQrhFs9qiESmdtpSvBWF8FICwu3Do4624i72yM4WEA9N76O25Vpfz+8KISNKXCcZuUUQmS2iPrXInEf0rCreO1HK/laiR+Mm9UQrPUu9Y8GbdNbkqodNV69asn3K6nWQ12sYjl5s/XUri1bYdCzu2gdVzHbUAtRSU47rkea5U1qqT2VCXc6rrOd77znVqtRSJpWgxXuLUcC9v9YMeUlelGxHGcclSCVo5KaNrhZJX5toqyborb+SgJt/pc4RZg2piu+5rqiTkkhNtAnaISLNOmmHc7Eyoy8RTdc9xqmEUh7Mbb3aI4J4tiSe2Qda5E4j+qe7lpOa5zTZbH64Zyvauha80albB+Bu96wq2qqOiqGJgV02MAZM3smq3Lbyw3JkHRdbTW1prtp5gzy59XTkVUgnuuO+65LqMSJPWgaj/3u9/9br73ve/VYCkSSfNSzIkvetuxShm3it0khYvEVyqzbEO6WipkmzbjtnLqLoAenvn4OiJriKI2GoiWHtNUrVT0ThfXuXDrOm4DdXLclnLDFMAuD3hUXJe6gopZFOdZokMI6GZOtqFJaouscyUSf1EV0UVh2cLkoDryc3y9UJxnpkNTOm41T7htblNCZb6tF+3l1bAZI1MaoN3sePm2WldnTSPMvK4wPayBNZ/j1sGx7fIAXRmVIKkhVWfc7tmzh09+8pM89thjXHvttcRisRm//0//6T/5tjiJpFmwChXCrfelKIXbDUmxwlkbCpSF26bPuPWctiXH7fppufKYLyoBIBFMkDEy695xW4pK6KmTcOsWxOG4jmO6rWgqoIqCWFU0TDcqIdkhzjvpuJXUGlnnSiT+4kUleI5bGZWwfqjMuC3NdGiW659KY8I6Gbybs0Qd68UjQFm4dXDImbnS35sZo16DybJunRrVYarCcRsQf1YVDdM0Shm3tnTcSmpI1cLtl7/8ZVpbW3nuued47rnnZvxOURRZ0Eo2JGZWfNHbjo3t9VSsj5uakiopVAi3Qa0JhzXMZrbjdp0Ut/PhtZHNFm7jehyAdDFd9zXVC8cwyoMe6jScLOcJtzEd2x3wgELJcasqGkbBddy2i4sQ21Ap5k10Xa/LGiUbD1nnSiT+oszKuAUpbqwXiu4w3mBARfdmOjRLNJhXx1ZGJTT5LAPPcVtZx4a1sJgZ4FhMF6fXhXDrRXvpNY72KmTEZ1YoFsAZF+e1GtBwRBMBqqJiFQ1ireWoBKdZblxImo6qhdvKgQ0SiURg5sQXpY1dctzKqISNSaGibUxRFPRAk7WOzWaO49YtBtfRkAOPxRy3sL4zbo3hYbBtFF0n0NlZl31WOm5tb2qvSqkFTVVUjII4/4KRAKFogELWZHq8QCwRmXebEslqkXWuROIv5Yxby/27FG7XC6VhvJqK7nbLmHaT1LuWm2cbqBi8axVF5r7anC3v89WxiqIQ02OkiikyZmatluYrxtAgAPrmTTXdjxfpFYoGSoYsJVDhuEXFKOaJtrSL+1GOQj5jEAwFa7ouycak6k+lT37yk2Szc8Otc7kcn/zkJ31ZlETSbFh5LyrBxsETbmVhuhEpFbGu88Bz3BaaxYEwm5Jwu/4dtwsJt57jdj1n3BoD5wHQN29GqdMFS35afG5G4kEsz3GrKqWhDyoaZr6cN5dw4xLS482dQSdpbGSdK5H4i5dxa7rCrSIzbtcNlVEJQbfuLTZLvevVt5WOWygLuk2I57gNaaEZj3t1bKa4PoRbc3AIgEBvvYRbtdQ5oOoBFPcmhaJomIUCmqYSSYhOsOmJ9Xd9JGkMqv7m/MQnPsH09NyL12w2yyc+8QlfFiWRNBtWoSIqwcu4lYbbDUnBbRvzhNuwLi5YCp4w1WyUohJmZ9yuP/HMG04WD8ZnPO79PVVM1X1N9cI47wq3WzbXbZ+5SsdtwW2h1ZQKx205KgEg3i4uRNJjsiiW1A5Z50ok/uHYTjnj1h1CqUjH7bqhcjhZqOmE23mGk0FT17de5FdUj8543Pv7eukcM4aEcKtvqm20V8EVbvWQU7oBpeqBWZ1hMyO90uOyRpXUhqqFW8dx5p3e99JLL9He3u7LoiSSZsP2hFtsHMcNL3dkYboRKRie41Zzf4qP2bzRJIXsbGZHJejrV7j1CtpYYGb+V0LfAFEJAwMA6Fu21G2fM6IS3BsbSkCZNyoBKorisfV37kkaB1nnSiT+4VTERNleR1r1l5+SBqUk3GoqIc+o0CzCbSkqIQSaTil7uYk7yjKGcNTOrmNLjltjfThujUE3KqHGMxnyWWEq0IM2Gq5wG9RgHoNBqStM1qiSGrHsjNu2tjYURUFRFPbu3TujqLUsi+npaX7rt36rJouUSBqeghAgxHAytzCVwu2GpDArKqHkuDWb3XHrRSWsX+G2VPAGZxW8wQ0QlXC+HJVQLzzHbSSu4xgWhEHR1RlRCTOE2w7XcSujEiQ1QNa5Eon/GBXdRtJxu/4ozOO4bRrhtnI4maKIOtfMN/WAMq9zbLbj1qtr14Nw61hWeZjuptrWrJ7jNhB0sFzHraKpKKU6VcWc7biVwq2kRixbuP3rv/5rHMfhgx/8IJ/4xCdoaWkp/S4YDLJ9+3ZuvvnmmixSIml0HKMs3JaGk8nCdENS2TYGZeF23ThuvZ/G+itMvILWcyZ4eMPJ0sV03ddUL9ZCuPUybsNxHcf0HLfazKiEfKHkgJRFsaSWyDpXIvEfo1gh3JaGk0nH7XrBsOYTbpvEqDDHmOAKt83suHWHj80WbkuzGtZB55g5OgqWBYEAgc6Omu7Ly7gN6BamImQzJaCKeQy4nWFFz3HrxXnJGlVSG5Yt3L7vfe8DYMeOHdxyyy0EAst+qUSy/nEL00rHrSYL0w3J7IzbclRCkxSys9lAjluvoJ1d8MqohNqQTVU6bt2IGb0s3CqKAo6DZRgEgkGSXWJoXOpCfsF2dolkpcg6VyLxH8O9ae04ToXjVtbH64XiDOHWm+nQJEYFa776dqqphducIYbszo5KiOnrx3FrnHdjErq7UTStpvvKpT3htpxxWxnppaBhup1hcoCupNZU/c2ZyWR4+OGH5zz+ox/9iAceeMCXRUkkTYcpMnBsbGzpKNjQlKMS3IzbZsv8mk3JcRtxf7oFbhMXtvPhOM6Cjtv1HpXg2HZ50EMdHbfZlDiHwjG19HmpBjUIlD87NSVQiktIdoZBcTDyFtmp5p36LGlsZJ0rkfiHWTI2WDiesUGR9fF6YWbGbbNFJbh1hBZ0fzZ/fbvQcDJPuF0PBgRzSAi3gc2bar6vXFqcI1rQLgm3aKpw3QKaolU4br2usEJp3o1E4idVf3N+7GMfw7LmOsccx+FjH/uYL4uSSJoOS3xA245T0QpW27uAksbEK2K9AjasN7nj1otECLiFre4KuGZubdZTI3JmDtuNOVkwKsFYn1EJ5ugoGAZoGoHu7rrs07LskpMhGHbQ3BY0LRgoFcQAaoVwqwVUAhHxWTsx1PyuEUljIutcicQ/igXP2GBhud+xqhRu1w3FirkOQa3ZohK8+jY082cTd5SVZjXo8w8n8zJwmxlj0DUa9NZWuHUch6wn3GpWqU5VAmXhVlUCpYzbeFsIcLCMcn0rkfhJ1d+cR48e5ZJLLpnz+EUXXcSxY8d8WZRE0mwothATnIqMWyncbky8gtUrYD3nbb5ZHAiz8Yo87+69V9ius4xbr9hVUIh47mKXUjbYOnXcGmfPAmI6r1Kn9vBcShTDqqqgaiaqVxDrGoqqlCb2akoAI192vwTi4n00MdT8Fx+SxkTWuRKJfxTzlTMgRK0s6+P1Q+Vch+Zz3Lp1rD67o6x561tPmJ1dx64nx22pQ2xTb033U8yZ2Kb4zNI0qyIqQYVARY3qCrdaQEULi+enLqwvc4ukMahauG1paeHEiRNzHj927BixWGyeV0gk6x9PuLUdGwsh3MlWsI1JYd05bmcJt95PIwvrqBWo0qUwOzvVi0pYr8PJimeEcBvctq1u+8y4UQeRZBCzWJzhZKj8WRmVABCIucLtsBRuJbVB1rkSiX8YBU+4tbDd+lg6btcPTZ1xO6e+9TrKmle49YaTLeS4zRSbv1vJGBTDdAO9tRVuPdesHtawLQOtMuNW9xy3GmaxbC7QouLcnxqVwq3Ef6r+5nzXu97F7//+73P8+PHSY8eOHeM//+f/zJ133unr4iSSZkGxhdAjMm49x60sTDcixVkZt+FAk2fcFt3CNugWtkGvGHSauridzULtZVAeTpY20usyt6p45jQA+ratddtndkoUurGWIEYhj6a6BbFbDHs/Zwu3ekxc+E/KqARJjZB1rkTiH0ZB3KSzsWRH2jrDth0MNyouqKmlYbxNE5XgDvIqCbbeT6N5RTdvOFk0sI4zbr2ohE21ncmQdTvDookgRrFQ7gwLqChaRcZtoSzc6q65YFKaCyQ1oGpl6S//8i+JxWJcdNFF7Nixgx07dnDxxRfT0dHBZz7zmVqsUSJpeFRHCLeO45SGL8jCdGPiOWu9qISwO5ys+R23rqBZOfBgHdy59/CK2dn5tlDOuDVtk4LVvEMrFsI4cwaAYH8dhVuvIG4JYRZmFsSVP+c4buPScSupLbLOlUj8w8y7GbeOXa6PpeN2XeC5bWGW47ZZjAqeQOvFClR2lDUpC5kQvL97v29m6hWV4A0mi5Y6w9zr+oA6o0atdNyWusKkuUBSA6oOs2tpaeHxxx/noYce4qWXXiISiXDFFVdw22231WJ9EklToOI6bh27PJxMkcLtRiTnCrSRoDj+JQdCswu3nuNW1SAQFm7bYgZinWu3Nh/x8mtjwbmO26geRUHBwWHamCYcCNd7eTWleNoVbuvouPWiEqLJIEZhuhSVQGCW41YNYOTnRiVMjxcwChZ6SH7OSvxF1rkSiX+UHLeOjY0QcaVwuz6oNCSEda35Mm7nOG7dOrfYxMLtQlEJbuRXswu3dqGANTYG1D4qwTMYRBJBzEKBiCKGNCuaMqMrLFdRo+pyDoOkhqxoComiKLzlLW/htttuIxQKzckDlEg2Gp7jVjgKZIbXRiZbFMc/6gq3nuO2aQrZ2RRnZYB5fzbzTe1KmE2qmAKgJdgy53eqohLX46SNNOlims7I+hCrQXQJFD3H7db6RyVEvaiEiuww8bNcFBey5QsNLQiRpE4uZTB2fpreHXOPl0SyWmSdK5H4g5UToobtWDiKWx/LjrR1gWdU0DUFvTIqoRmMCrYFXgfVfDMcmhRvFoPXKeaxXqISjAGRb6tGo2itrTXdl+e4jSRFVIKmiPNDqXDcqkqAYq4creGZCyZHsti2g6rK2kHiH1UrS7Zt82d/9mds2bKFeDzOyZMnAfj4xz/Ol7/8Zd8XKJE0A4r7VrIpt4JpsjDdkHgOhIjuCbfNPpzMFc0qhVvPldrEroTZTBWmAEiGkvP+3nMreM7c9YI1OYmdFoW+3t9ft/16jttYSwijMiphnozbQnbmeda5RRyLC2fX17GQNAayzpVI/MPMClHDwSkLt9LYsC7Iu0PIvFkOTRWVUJlju04ybk3bLDlqFxJum91xa5wVRgO9v7/mN1Sz7nCySEJ3I708g0FlVIJGIVeuUbWIg6ar2KZDeqw5zyNJ41L1N+ef//mf89WvfpW//Mu/JBgMlh6/7LLL+NKXvuTr4iSSZsEbRCYcBV6GlxRuNyKe47YcleBl3DZBITsfs4eTQVm4bfICsJKpohBu53PcQlm49dwM6wXjtBhMFujtRQ3XLwKi5LhNBinmshWO27kZt8XszPOso0+cfxfOrq9jIWkMZJ0rkfiHnRef9bZj4aiyPl5P5Nx6Nzw7GqzZhFsv/qok3DanKaFSlPVq1tLf3fkNBauAYRt1XZefFM+eAyC4tfZGg1LGbSJIMZ8rdwoEVHC7w4Tjtny+KAq0dovzSMYlSPymauH261//Ov/wD//Ar/3ar6Fp5S/eK6+8kkOHDvm6OImkWfCEWwcbW5HDFzYyuVnCbclx2yxTdmdTygCryMsq5YCtH+E2VXCjEkLzC7etoVYAJguTdVpRfSiePQvUNyYBKoeTBSnmcqWMW2V2xq0SIJ+ZJdx6jttz0nEr8R9Z50ok/mG7UQmW40DAAWR9vF7w6lqvzi1n3DZBveuJs4EIqO752ORRCV7kVyQQQVf1Gb+L6TEUdx6LV+82I4Zbs+p9dRBuKzJujXy+ok5VZjhuK6MSAFp6hHA7fn79XCNJGoOqvzkHBgbYvXv3nMdt28YwmvcOjkSyGsqOW7vkKNCko2BDkpsTleC2jjWr49a7gz+f43YdCbee4zYZnD8qoS3UBsBEYaJua6oHazGYzLGdknAbawlRzGXLUQlVOG7Hzk1j2069li3ZIMg6VyLxD7sghFsHu+KGnIbjyM/uZidfnFnveh1mhuVgNfp38+zBZFCuc5s0KmGhfFuAgBooPe5FgzUjxXPCcav399V8XyWDQdJ13HqdYZo6s0bNzRT6pblAUiuqFm4vueQSfv7zn895/Nvf/jZXX321L4uSSJoN78PcwUJVnRmPSTYWuVnDyUIVjtumvFBZaDgZNK0rYT6Wcty2hYVwO54fr9ua6kHxjIhK0Os5mCxdxLYcUITjtrCI41ZVAjPywwCSXRECQRXTsJkaWT/noKQxkHWuROIfTtEEwHJslKDbXoyKYTVhPSSZwWyjgheVAE3gujXnEW6bvLb1hNuFDAhe51gzGxAMb5hujWcyOI5DpqIzzMjlZmbclmpUbR7h1o3zksKtxGcC1b7gj//4j3nf+97HwMAAtm3z3e9+l8OHD/P1r3+d73//+7VYo0TS8HjuWsuxUAPlx+REyY2Hl3HrOW2jQXFCOI7IufUiFJoC2y4Xt8GKqATPlbCehpMt4bhtD7cDMJFv3oJ3PgzPcbt1W932OT0hMg9jySCapmLksmiKK5iXhFvxPtGUANnszCxbVVXo2BJn+GSKkdNp2npjSCR+IetcicQ/nKJwqduOha6rYAqxw7BsggEZmdDMeLMbQu73tSfggqiFvfq3IZnPcdvkw8kWc9wCtIZbOZM+07SRX47jlBy3tRZui3kLsyCu5+KtIYx8HlX1OsIUFK3ScZvDsctdlZ19wnE7OZTBLFoEmum6T9LQVP2N+a53vYv77ruPH//4x8RiMf74j/+YgwcPct9993HHHXfUYo0SScPjucVsLFQvsByNotWk7fGSFZM3PMetOCdmFrLmmqxpxVS6DmY4btffcLLlOm7Xm3Bb9NwLdRj04DE9Llpn4+1iIMgMx63rYvAGP2hKgEJ27g2Cnh1CYB8+2bxZbZLGRNa5EomPuIOqLMdCC4rcTVXRKDbDACvJosx23KqqUvqz133WsHj17UYSbl3HbbNGJVhjYzi5HCgK+ubNNd1XxjUYhKIBAkENK18Rk1ThuPVq12I+X/p1JKkTSeg4DozJnFuJj6zoVtitt97KQw895PdaJJKmZYZwG9TAFsMXCqZdcl5KNgbZWZlfmqoQ1lXyhk22aNGxlourlvmm7sL6zrgNLe64XU9RCVYqhTUhhGi9v35RCZ7jNt4mzqliLjtj6ANUOG7VAIXM3POsd2cLL//kHEMnmvMCRNLYyDpXIvEHxRVobcdGCwcgK+rjotHgwp5kSTyjgjecDERMWM6wyDS6UaHkuJ0nBqxJa1tvONlSwm2zOm69YbqBTb0owWBN95WZdDvDWkMAmIUiuKeHoqml7jBN9YTbLGFdGD8URaGzL87ZgxNcOJumZ/v81xUSSbWsuIfh2Wef5eDBg4DIA7v22mt9W5RE0mx4UQk2FmooADl3Grph0hLRl3i1ZD1RciBUtMbEggHyRrEk6jYNnqNWj5an7sK6i0qwbGvJbLD1KNwWjh8HINDTgxavX9xAekI4ExLtoiAu5nJoivicVIJehpjnuNXmDCcDIdyCyBAzChZ6SN4gk/iLrHMlktWjuMZay7HQI+XLzmKhyeohyRzysxy3ANGQxliGxq93PeG20pSwTjJuE/r8wq3XUTaZn6zXknzFcIXbYF/tO8QyUzOFW7vg3ojQFBRNKdWoXu5tMZsjnCh37HX2JTh7cILRMzOjviSS1VC1cHvu3Dl+5Vd+hccee4zW1lYAJicned3rXse//Mu/0NdX+yl/EkmjUem4DYR0yIk7bsWCbAXbaHjtYZXCbSSoQYbGdyDMpuAWHKFZRWBQ5DdRXB8FybRRHiDQElwgKiHkRiU08VCH2RRPnAAgtGtnXfdbikqocNwGdLeF1hNuSxm3OoVcds5gv0R7mHhbiOmJAiOnUmzZ11av5UvWObLOlUj8Q7UAzc24jZZFskLBWPhFkqYgN2umAwijAkC20YX5olv3Vda3pdq2yYXbBRy3Xh3b7I5bvQ7RXtMVjlvbtsAUNagXkeAN0i1FJcwaUObFeQ3JOC+Jj1SdcfuhD30IwzA4ePAg4+PjjI+Pc/DgQWzb5kMf+lAt1iiRNDye49ZRLQKRcvtGLi8L042EadmlXONopQMh2CSZX7MpuIWtV8x6hF1xM78+2tS9vK9IIIKuze+Q9zJupwpTmHaTCfALUDguhNvgzl113W8pKqHkuM2WHbfzFMWObWMU8nO207NDnIeDMi5B4iOyzpVI/KPsuLXRY+W29EKjC3uSJcmbc4Vbz7TQ8DMdvDiEysG7IbfWLTSn2LZU51jJcdukwq1x1h1MVg/HrSfctgQx8oU5cxhmC7eFOcKt+H89PjBNMd/g7wVJ01C1cPvII4/wt3/7t+zbt6/02L59+/jv//2/8+ijj/q6OImkGXAsp9Qq4ag2wUQ56D6fkx/WG4lcRWZbpePWG1SWKTTZ+bCQ47Yk3DZncTsbLxdsocFkILLBFERrVLMWvbMpHD8GQGh3nYXbcS8qwRtOliUwOyohKMqTgCoeL8wTl7BptyvcHp2s6XolGwtZ50ok/qE64nvTdhzCiTiWI+qgfLa4lsuS+ECuKFT52dFg0ARRCSVjQqVw69a6hTTM6vJpBpY7nKxZa9iS47a/9l0vnnAbbw1RzFeaC2bWqCDE29mO23hbiHhbCMeBkVPr41pJsvZULdz29/djGHNdhJZlsbnGE/4kkkbEqGj3clSHYDxaKkwL8i7bhsJz1CoKhAIzhzXATGG3KSguINx6A7ya1JUwG89xu1BMAoCmaqWid73k3BZLjtv6RSVYlk0mJS7Y421hbNvCKVooijuUzC2GVTezNujmzxWzc1sX+9x4hPNHJ7EMGUsj8QdZ50ok/qE54jPddiwiySSWI+qgQnp9RC1tZLyaNhyY67ht+Giw4jwdZV6t61gzh/M2CUsNJ/M6x5pWuD15EoDg9u0131flcLJiLkfAddaqbo2qVLjMNUWnmJt7vnizGGRcgsQvqhZu/+qv/ooPf/jDPPvss6XHnn32WX7v936Pz3zmM74uTiJpBvK5shinBGzCiSSW20qdSzdnTpJkZUy7jtp4MFASoqDScdtkwu2CjltXuF0njltPuE2GFp/86hW9E/nmz7m183mMgQEAQrvq57jNTBTAAS2gEonrFLJlJwNUuBncn7om4hTymbmO2/bNMSLJIKZhMyTjEiQ+IetcicQ/VMrCbTjRgmWLmyLFlKyPm52cK87GQpWO2yaJBitFJVQIt3oM3M6qUv3bRKSNxR23XleZV/M2E9bUFNa4ME2E6i7cZtHUWY5bVQF3QFlgHsctVAi3x5vv/7ekMal6ONn73/9+stksN954I4GAeLlpmgQCAT74wQ/ywQ9+sPTc8fH14UqSSBajkBNFqGWbaEGVWEsLpmMQJIyZml7i1ZL1hCfMxkIzP1qjzZL5NZuFMm49gXOdZNyWohIWcdyCK9xOrQ/htnjyJDgOWksLWnt73fY7PSFiEmJtIRRVoTA9XXIyEFBEMUxlVIKbgztPVIKiKPRf1MaRp4c5d3hCDiiT+IKscyUS/9BKwq1NtLWdcecCAEZa1sfNTsYVZz1zAkCkWYwKxXmiElRVGBUKKSHcJnrWZm0rZKmMW69rbKowhe3YqErV/r01w3PbBnp6UGOxJZ69OmzLJut2hsVaQ4yezs7JuBV/1nBME03V5+0K27ynFXC7wiwbTWue/9+SxqRq4fav//qva7AMiaR58eIQLMckENSItHWSds4AsjDdaHiO20r3QeXfG96BMJulMm7XWVTCUo7b9rAQONdDVELh2HEAgrt3z3CH15rUBSHcJjvcfNtsBk0VAx0rW88U9z2zWMYtQN9F7Rx5epizB8e58c76RT5I1i+yzpVI/ENFfJaLqITWUpSYMS3r42Ynu4jjNms0uFFhvuFkUCHcNl99u9yMW8uxSBfTi851aDQKJ08BENyxo+b7mp4s4DigBhSiiSDFbKY8h6FCuFV1FSsHAUWfM5wMoLMvTigWoJAxGT2dLjlwJZKVUrVw+773va8W65BImpZC3iAEWI6BHtWJtrQzaYvsSGue9l7J+qUUlRDWZzwe0V0HQtMKt7Mct15UglUEIw96uL7r8pmp4tIZtwBtIeHoXBfC7Qkh3IbqmG8LMHVB5IAlu8QQx3xmulQQqxXDHlT34k9zy5TCPG4GgP6LhZg+fCpFNlUkmgzWZuGSDYOscyUS//CG91qORTAcKwm3dkZGJTQ7pS6zCsdtqcOsWRy3c2Y4JGb+vkkwbZOMIa4547O75FyCWpBoIErWzDJVmGoq4bZ4wp3JsGN7zfeVHnMH6LaFRWdYtsJxWzGIz/uzyLid+3mmqAp9e9s4/sIo5w6NS+FWsmqq9mw///zzvPLKK6W//9u//Rvvfve7+S//5b9QLMoJoZKNRyEjznvLMdEjEcLxBKZbmFoyKmFDkfGE2wUdtw3uQJjNQsPJgglKOWDrIC5hLDcGlB21C9EZ6QTgQu5CzddUa0qDyXbVV7hNucJtS6cQbguZaQLqIgWx69ZayHEbbwvRvS0BDpx6ufmPi2TtkXWuROIf3me4jY0eipSGkzm5/FouS+IDXs0brah5o25UWLbRjQqLOW6h6TJuvYFjCsqiJgRvVsNYfqwey/KN4ikRlRCqg+O2JNzO6Ayb67j1/hxQ5x9OBtB3kfj/fe5Q80esSdaeqoXb3/zN3+TIkSMAnDhxgve+971Eo1G+9a1v8ZGPfMT3BUokjU4hIz7gLcckFA0TisRLwi0LfJBL1ielqITg7IzbgPv7Bi9kZ+MVrrPbrlS1nHPbhO1ks/EctB2RjkWf1x3tBmAkO1LzNdWawnHXcVvHwWQAaS8qodNz3GbQFC8qoaIgdt23qiMuCOdzM3jsuLILgBMvjfq/YMmGQ9a5Eol/aK7j1sFC1bSScEtB3gRpdjxxdl7HbaMbFQrzZNxC0wq33uyFllALmqot+LyuiKiXms2AUHAzbusRlZAamxnpVcwtkHFbctzOP5wMoM/tChs8NkUh1+DvCUnDU7Vwe+TIEa666ioAvvWtb3H77bfzjW98g69+9at85zvf8Xt9EknDU8yKyZOWYxJqiaHpwVJhquRlYbqRKEclzBRuE+7f03mj7mtaFYUFWsmgHJeQb37h1nMedIQXF257YmJQxXB2uOZrqiV2sUjx9Gmg/sJtKSqh03UyVEQlzOe4BdGGll8kD3HHlcIJfe7gBMW8LIwlq0PWuRKJf3jCrY03D0LUx2qjC3uSJcnMk3HrGRWk47a+eMKt56hdiK6oEG5Hs81zo9uxLIzTYnZMPYTb9Phsx222IuO2ok71HLeKvmBXWGt3lLbeKLbtcOa15nI5SxqPqoVbx3GwbRuAH//4x+zfvx+A/v5+Llxorrs3EokfGDkhzpqORTgucoVKwq0sTDcU5aiE+YXbVNMJt64oO59w6zlu85N1W06t8KISNorjtnj8OJgmajJJYNOmuu3XKFpkp8Tnpee4LWQz80clBNRSGkdA0cmlFo7kaN8co7UnimXanHixeS5GJI2JrHMlEv8oDSdD1MWW7Qq3prNma5L4g5djG21Gx60XBTY7D9brMGuybrKJgivchhYXbpsx8ssYGMAxDJRgEL0ONWt6TBgMEh3lOnVRx626PHPByZea5/+5pDGpWri97rrr+PM//3P+1//6XzzyyCO8/e1vB+DkyZP09PT4vkCJpNExc15UgkW4ReQKeYWpZtprti5J/SlFJcwSbpMRcac23WxuwNyk+Blpnfu7sJuh1WTF7Wws2yplgy2VcdsTFd9xk4VJ8mbz5vPlDx8GILx3L4qi1G2/XkxCMBIgFBXvERGVME92mKrMyA/LphcWbhVFYe8N4tgcfnKoJmuXbBxknSuR+IcneDiIerjkuJX1cVNTNG2KljiG80UlZBo5GsxxKobvJmf+bp07bj3hdjTXPDe5i15MwrZtKNrCMRB+MTvjtpjNLp5xq+jk0gtfC22/QricT786hmXIzz3JyqlauP3rv/5rnn/+eX73d3+XP/qjP2L37t0AfPvb3+Z1r3ud7wuUSBod2824NW2TSLJVPOYWploD1y0S/5nOz++4TTar4zbnhulH5ikE10lUwmRhEtuxUVCWLHiTwSRhTRRyzdRmNpvCYZHfGbroorruN1URk+AJxmI4mci4VYMzC3LPzSAct4ufZ3tv6AXg3OEJpicKvq5bsrGQda5E4h+a21Fhq6I+8upjVeoXTU2uIgohOk9UQs5o4Aug4jQ47gkY3ljCrZdx20zCbT3zbW3bYXpc1JCJ9vJwssWiEjQlQH46jePM30XQsyNJrCVIMWdyWsYlSFZBYOmnzOSKK66YMW3X46/+6q/Q6nAXRCJpNJRsAdCxHJNwh2i1Nj3h1q6fm02y9nh5X3OF2yZ03DpOOQYh3Dr396WohIWdkM2Al2/bGmottewvhKIodEe7OZM+w3B2mP5kfz2W6DuFw4cACO3bW9f9evm2LW5MAkAunSKhiIw5JTSfcGsQUIOLuhkAWroibNrdwuCxKQ49cZ7r9te+wJesT2SdK5H4g2M55Yxb18lglerjqr1DkgbCq3eDARVdKx/LsuO2getdT5RVNNCjM3/XpMKtN2R32VEJ2eZp2y8cOwZAaHftZzJkJgvYtoOqKsRaQwDkp8uzGNSKOtUzGwRUHduyKC4wkFxVFfZc38OLPz7LkaeH2HlVV43/FZL1yoq+NScnJ/nSl77Evffey/i4+KA4cOAAIyPNnfsnkayInLgzZzoW0YQQbm1bFCwBRxamGwlPmJ0dlZCoEG4XuiPbcBhZsNzhevM6btdHVMJy8209vJzbZh5Qlncdt+E6O26nRlzHbVdZuM2mpsqO21nCrRr02tCEcOvYi1u0Lr11CwCvPnoe25J2LsnKkXWuRLJ6CrmKLiNVCLaljrSVXYJKGgRPmI3O6pTx/p5r5OFkXqdYOAmz46KaVLhdbuRXaThZMzlujx4FILRnT8335cUkxNtDqKo4N3LTqVKdqoQqM27Fn3W3Ey8/vfA543WFnXp5jEK2ybovJQ1D1d+aL7/8Mnv27OEv/uIv+MxnPsPk5CQA3/3ud7n33nv9Xp9E0vCoBfEBbNoW4ZhwIZYcBY5052wkUu5FSoubaeuRjAgh17Kdxp+06+Hl26qBuVN3Yd1EJXguhY7w8oTbnpjIuGzWAWXm6CjW2BgoCiG3BbxeTA6LqbutPWWHSy6dQleFq0EJz3LcuhEjuhrEsW3ymYWHPwDsvqabSEInM1ngxIvN4yaRNBayzpVI/CGXETWR7diouhBByvWxFG6bmZRrVPA6yjw840Km2MBGhdLg3eTc3zWpcOtFJbTO1yFXgee4nchPYNoN7Ip2cRyH4lHXcVsX4XbmYDJwHbdexm3lEF3XbBAKxdznLXzOdPbH6dgSwzJtDj0hZzFIVkbV35r33HMPH/jABzh69CjhcLj0+P79+3n00Ud9XZxE0gyoptf+ZRLWI+6f3cJUkcLtRmLKFW5bozML2Yiuobl3bpsmLqEy33a+AVZewbtOHLdLuRQ8mt1x67ltg9u2oUYiSzzbXyaGsgC0ucKt4zjkUykCyvwZt6or3EbcmwRLxSVousolr98MwAsPnm7ci0ZJQyPrXInEH/Kus8xyDDTXnVaqj5H1cTPjzWzwjAkenuPWdqDQqAPoKh23s2nS2na8IEwI7aHFa9m2UBuqouLglOrfRsY8fx47mwVdJ7htW833lx6fOZjMMg2MfK5cp1ZGJbg3KUJu3MZiwq2iKFx2m9cVNiDrU8mKqFq4feaZZ/jN3/zNOY9v2bKFoSF5B0Gy8fAGkFm2XcrItB03KqH6GGlJEzO5gONWUZTmG1C2WL4tlKMS1knG7XKjEnqize24LeXb1jkmwShYpaFhbb0x97E8plFE91rQwjM/Lz0HbjTqCrdLDCgDuOIN/QSCKiOn05x5bdy39Us2DrLOlUj8IZ8VcUumbaCHRF1UjkqQ9XEz43WYzXbcesPJgMbtMFuHjttJt2ZfajiZpmqlDrMLucbvTMp7MQk7dqDo+hLPXj0pNyoh2eHFH4hOr1KdOp/jNiCeu5S5YO+NvehhjcnhrKxPJSuiauE2FAqRmufi6ciRI3R1ybBlycbDG0DmuQjEn0VBE1BkYbpRsG1nwagEqMy5bRLhttJxOx/rLSqhSuF2ONOsjtvDAITrPJhsckS4bcMxnXBcvBc8IVbXRFTCnIxbz3HrXkjl0kvfJIgmgyVXw9P3ncCxpatBUh2yzpVI/CFX4bgNuHWR5RkbZH3c1CwUlaCpCqGAkBeyxQbtMFtnwq3jOEwURM2+lHAL5biEZsi5rWe+LUDqgheVMFOMLWfcVjhuw95wMm+I2eLnTDAcKHWFPXv/Kem6lVRN1cLtnXfeySc/+UkMQ3wZK4rCmTNn+OhHP8rdd9/t+wIlkkbHG0BmOuWWIBNPuK393UFJYzBdNPE0ovmEW6+dLJVr0EJ2NiXhtnX+34fWiePWG062zIzbzXFRdA1MD9RsTbWkcNB13O6rr+N2clgIt7PzbQGCARHZoCwg3IaDcfH8ZThuAa5+yzb0kMbI6TSHn5YOSUl1yDpXIvGHYsYb3msQjLitx46sj9cDngkhEZ4rwJdybgsN6rhdNCqh+YTbtJEu5dUuR7jtjYlBWUOZxq+Pise8fNv6zGTwhui2ds+MP5gv0ktxz3Pd/d1Swi3A1XdsRQuoDJ2Y4tyhCf8WLtkQVC3cfvazn2V6epru7m5yuRy33347u3fvJpFI8KlPfaoWa5RIGpqA+zay7LKT0kZ8gepqkILZoIWLxFemXGdJKKAS1udmtyXcNsGmiUrwhpMt5Lj1Hs81d+HhtYotN+N2S1y4OcfyY2SNbM3WVQvsXI7C8eMAhC+9pK779vJtW3vnCrel4WSzhduI+HtQi8x4/lJEk0Gu278dgCe+e5x8pknec5KGQNa5Eok/FKZF27FpG4RirnDrGRtUHUt2RDQtngkhOW+HmRC0GrbDzDMczOe49WLAzDwY+fqtaRV4g8migSght4NpMTbFNgFwPnO+puvyg3wdHbdGsRzpVRZup1HRUBVxrT+f41ZzAu5zlxZuYy0hLr1VGEAe+/YxbKtBc6AlDUnVfSotLS089NBDPPbYY7z00ktMT09zzTXX8OY3v7kW65NIGp4AXvtXRVSCInK9AopOpmARCsghDOudhQaTeZQct802nGyhjNuY61DNXgDHmX+AWRPgZdX2xHqW9fyWUAuJYIJ0Mc3A9AB72urTvuUH+UOHwLbRujoJdHfXdd+e47at0nGbEhdPnvNqdlSCl3kbdC9Ecqkp6Iwta39XvrGfg48PMjmc5dF/OcJbfuPS1f0DJBsGWedKJP5QzArhy3JMQknROWErXlSCTqZozmm1lzQHpeFk8xw/7zGvLm44vPo2Os8N+3ALKBo4FuTGQd9c37WtgNGsiDzoii4vysfrHBuabmzHrWNZFI8Js0E9hFvPbRuKBcqRXtMpAmr5HJ8v41a1haibT6dhGYfg+rfv4PBTQ4wNTPPqowNc8YZ+v/4JknVO1Y5bj1tuuYXf/u3f5iMf+ciKi9m//du/5YorriCZTJJMJrn55pt54IEHSr/P5/P8zu/8Dh0dHcTjce6++26Gh5szV1CyfvFyumy7LMg5qhBxdTVIplHvOEt8ZTK7cL4tNGHGrTecbCHHbVRkZGHmoZipy5L8xrCM0nCy7ujyhcy+eB/QfHEJ+VdfAyByyaUodRbaF4tK8IY4zh5OVsoPc9vQluu4BdB0lTe9/2IUVeHoM8Mc+EXjO0skjYWscyWS1WFmvagEk3DcFW5VV7hVA2QKTXIjWzKH0nCyyFwPmFcHN2yHWc4dDBWZR7hVlHLdm22OAVJe55iXXbsUzeK4LZ45g1MsooTD6H19Nd9fqU7tLtep+enpcr6trqKo5drZi/NSLPFYbhmOW4BwXOemd+0ERFfYxFBzXkNJ6s+KhVs/6Ovr47/+1//Kc889x7PPPssb3/hG3vWud/Haa+Li8g/+4A+47777+Na3vsUjjzzC+fPnueuuu9ZyyRLJHDzh1hu4AGBrQrhVFZVp2aa7ISg5biPBeX/vORDWTcZtMAbuJFWyjT+Zdj68wQy6qtMWWjoXzKMvIQrIc+lzNVlXrci7363hyy6r634dx2HCc9zOikpQFQ3FLUUWGk4WcPTS86uhd0cLN7xjBwCPfOMwZw80x0WYZP0g61zJRsbxhFvbItTutqWrojVYV3RpbGhiFhpOBmUx14sQaziWGr7rOXFzzVEzeJ1jXZHlOW494XZwerBma/KDwsGDAIT27UVRay9ZeUN0Zwi36VQpw7bSbQtlx62CQkDRlxWV4HHprVvou6gN07B54O9fpdAs14aSNWVNhdt3vvOd7N+/nz179rB3714+9alPEY/HefLJJ5mamuLLX/4yn/vc53jjG9/Itddey1e+8hUef/xxnnzyybVctkQyA6/N18vtAlBDSmlaZG66sCbrktSXqZL7YCHHbYNnfs1mqYxbRSm7bjNjdVmS3wxnhbOtJ9pTlQPVc9yem2424fZVAMKX1jc2IDNZwCxYKKpCsjNSejybmkJXynlsc4pi9z2jWqJU8aIVquHat21jz/U92LbDD774MidebPwpypL1g6xzJRuarGg9thybWIfoanF0URsrisp0RooVzUpqkZq37Lht0OPrOWnni0qAshN3vTpu40K4Hc2NYliNe02Sd4Xb8MUX12V/U55w21OuU2c4bmfHeelqSUkLqCERlbBMFFXhze+/hFhLkInBDD/4wktSvJUsSdUZt7XCsiy+9a1vkclkuPnmm3nuuecwDGNGe9pFF13E1q1beeKJJ7jpppvm3U6hUKBQKAtlKXcKtWEYpQnBkvWNd5zrcbwdy0FT3agEyudYIKxj2EWCSojpVF6eezWmnsd8IcbdIRzJsDbvOmJB8e0+mS02xfmgZcdRAVNP4Cyw3kC0HSV1DjM1tOBzaoUfx3wgJaIOuqPdVW1nU1QUvWdTZ5viWALY2SyF4ycACOzbW9d1XxgQ38PJzjC2Y2EboiMhOzU5YzCZaZlQMcvRDrgX+G4tOz0xTivVH/PbfmU3RsHk1MtjPPB3r3DpbZu49m3bShlmksalWd5fy2G91LmN8H0rWT31OI5KrgDEMR2LYKIdwzBQguWBZNNTWQwjUbP9bwTW6v2YyolZHpHA3H3H3JuwE5lCQ35OBHITKCxc32rhVlTAmh7FboLP1OGMMCF0hDqWtY2kliSoBinaRc6lzpXMCI1G9rUDAOh799XlPPKG6MbbQ6X9ZVJT5To1qM5ZhxLScHIWuhokOzWJ4zjLXmswpvLLv3kp9/3Nywwem+I7f/Est//HvXRvk5+Ja0m9P1Or2c+aC7evvPIKN998M/l8nng8zr/+679yySWX8OKLLxIMBmltbZ3x/J6eHoaGFg7T/vSnP80nPvGJOY//9Kc/JRqNzvMKyXrloYceqvk+nKLCdQhHouHkuf/++wHIFDIYWoGgGuLl515lYvjFmq9FUp9jvhAvnFYBlfGhc9x//5k5vz85ogAaJ86e5/77G9+p+ebxQWLA4y8cZOLo/HeBb8o49AAvP/lTzi7wnFqzmmP+i/wvADAnzNJ7dzkMGELwPTR4qKrXrSXhU6fYatuYySQPPvtsXfc9fVoHwhRIz/j/NXD6NFFVxG3kKc75f6kXFa6gDacgWmvz6RSOZa3omDubID4VYvp0kNceHeTAY+cJdZjocRst4hDf2ngXlxLIZrNrvYRVU68698EHH6xrnbuW37cS/6jlcYymM6B2YNomjz35HBH9MLliDkMroKshnn36RcbOWEtvSLIk9X4/jk5pgMLLzz7J2MGZvxsaEPXugaMnud85Xtd1LYe3p0cJAD976iUy4bmZ4leNZdgGHH7xSY4O1W+Q60qP4aHpQwAMHBng/lPLq0kTJBhjjO89/D126jtXtN+a4jjsfOklAsCz42MU6lBrj56LASqvHHmOw8Oi7jx/5hSdagsAE9kpnpq1jsvsFkJo6EoIyxjHNopVH8e2a1QuPBdhYijL9z7zIsF2k1CrhRpySGyXtelaUa/P1Grq3GUJt97d/OWQTCaX/VyAffv28eKLLzI1NcW3v/1t3ve+9/HII49UtY1K7r33Xu65557S31OpFP39/bzhDW+go6NjxduVNA+GYfDQQw9xxx13oOu1dVRdGEhjPfcapm2gBVX2798PwE9Ov4p5Sjhitm/ZwS/vb57J881IPY/5Qjz2vdfg/ABXXbKX/b80twgKHBjmm8dfIpxoY//+G9dghdUROPhhAG5+437onP/81f7tPnj1Fa7cvZnLb95fz+X5cswPPHcADsNVu69i/9XLX/+Z1Bm+9v2vkVJSvO1tb6v7oK+VMPlP/8QFIHnN1aXPqXrx6DePMskQF1+9g+v3by89/r9+9gBBTRy7WFuC/ftvmfE6p2gx8twzKCgEg1GKxSxmLsv+99y1smP+Djh3cIKn/v0kY+cy5Ed08iOQ6Aiz/7euX80/UVIjxsbqE8OyHurct7zlLVWvbSU0wvetZPXU4zg+/cS/AmI42Z3veA+6pvPDg89jXiiiqyH27NzHW35pe032vVFYq/fjR575MWCz/443sKU1MuN3E0+f5ftnDpLs7GX//qvqtqZlYRUJvCA65G5/23vmjQNTH34anvw5+7Z2sefNta+XVnsMv/z9L0MK3nTTm7ixd3nXF/f95D7GhsbYdvk29u+sb024HMzhYU5lMqBpvOH970cNhZZ+0SooZA2+9oCIKHr7XXegu7EI3/jFQ+hZse/Ozd3s3n/rjNeNnXgZczhLNJpkvDiIlcvx1re/o+rjmH+nwePfOc7x50YpjgcojgcIxwO897dv9uFfJ6mGen+mVlN/Lku4bW1tXfaFqWVVd+c0GAyye/duAK699lqeeeYZ/tt/+2+8973vpVgsMjk5OcONMDw8TG9v74LbC4VChOZ5c+u6LgvMDUY9jnkxZ6EBhl0goCul/SW7uzBOiDaiYjorz706sZbv83RBfPa1x0PzrqEtJpyF0wWr8c8H24K8+CLRE52w0Hrjwomg5SfQ1ujftJpjPpoXeaebE5ur2sbW1q1oikbeyjNhTNAT61nR/utJ0c0Ki15+ed3Pv4lBcTe5qz85Y9+51BRxdQsAamTucXQCAZEfZkNrWw8jwycxc5lVHfMdV3Sz/fIuRs+kOXdogunJAsGQ1vjvyQ1KvY6LrHOrR9bV64NaHkfdAjQwbYNIKIKiKMQ62jBGikQAK1uU55BP1PP9mDcsCqZwJLYnInP22x4X9W66YDbe8c17ubUKerwDVG3uc+IiK1bLT9W1tl3pMbyQFxm3mxKblv36vkQfTw09xWBusPGOEZA/ehSA0M6dhOLxmu9vfFzkcUdbgkTd8xdEp1eH4l7rzFOnekN04/F2mAQzn13RcdTbdH75Q5eTeneO06+OMTGYQQ2oDXlsNgr1+kytZh/LEm5/+tOflv586tQpPvaxj/H+97+fm28WdwGeeOIJvva1r/HpT3+6yqXOxbZtCoUC1157Lbqu8/DDD3P33XcDcPjwYc6cOVPar0Sy1mTTRRII4VYLlWf9Jbq7ydlC+HKmqpuELmlOvOFkLQsMJ2uJiscnc03Q9pK5ADiAUh7SMB8xt4sh2/zDyapB13T6En2cTp3mVOpUUwi3+ZdeBiBy+eV13a9jO4ydzwDQsaVcfJuGQX46TTAhBCg1MrccURQFNRzAzpq0tHQJ4TabWfWaFEWhe1uS7m21dydKmgNZ50ok/hNwhChm2lbpxkiiuxPzgDA2GKnVf55L6k/aHTqmKBAPzv3uTrpi1lQjDlvKTYifkdb5RVuoGE7W+LVt3syTLoqhWF3RrmW/rj/RD4gOskYkf0Dk24Yvqc9gsklvMFl3OW7IsW0xRNetU5Xw3PNFdR+LRkWcgpVbXbxTsjPC5b/UmJnDkrVnWcLt7bffXvrzJz/5ST73uc/xK7/yK6XH7rzzTi6//HL+4R/+gfe9733L3vm9997L2972NrZu3Uo6neYb3/gGP/vZz/jRj35ES0sLv/Ebv8E999xDe3s7yWSSD3/4w9x8880LDmyQSOpN3hNunQKBCuEh3tNLyhF3ddXp5s/okyzNZHZx4bY9JqaSTmSKOI7T2O31mRHxM9oB2iJfE1F3gm3mQu3XVAO8gQ7VCrcAO5I7OJ06zcmpk9y4qbGjL8yJCYqnTwMQufLKuu47NZbDLFhoAZXW7nI7ZWZCfD6GAqJIVucpiAGUcACyJvGEONdWWxRLJPMh61yJxH90POG2LOAlejaTsQcBUNPS2NCMpPKi3k2EAqjq3FrWq4NTjWhUKAm3cyMSSkRd4TY3vvBzGoQLOVF/h7QQCX35Q622JbcBcDZ9tibrWi15t0ssfMklddnfxKC4idTaWxZu85lpbEsMHoOyu7YSxY1UiEaEcGvKGlVSQ9SlnzKTJ554guuuu27O49dddx1PP/10VdsaGRnh13/919m3bx9vetObeOaZZ/jRj37EHXfcAcDnP/953vGOd3D33Xdz22230dvby3e/+91qlyyR1Ix8WrRWGHaRUKzcuhhv68K0RcESyOXXZG2S+uI5blujwXl/7wm3pu2QakQXQiXTrnAbX2IoQ8wVbrPNJ9xatlUqeFfimN3RsgOAE1MnfF1XLci99BIAwZ070Vpa6rrvsQFRDLdvjqFq5ZIjMykuiKLRVmB+x23l4/GYeJ4fjluJZDFknSuR+IOOEPBMp0K47eos/31afp43I54gmwgv0GHW0MKtK8YuJtyWHLeNL9yO5kTkV2eksypDiOe4PZ06XZN1rZbCASHchi6uj+O21Bm2OVZ6LDs1CUA4KB7zRNpKPDE3HBLPsfK5Wi5TssFZluO2kv7+fv7xH/+Rv/zLv5zx+Je+9CX6+/ur2taXv/zlRX8fDof5whe+wBe+8IVqlymR1AWjJNwWCCbLbrJYSyeG6zAIFIprsjZJfVkqKiEU0IiHAkwXTMYyhVJ0QkOSEYUgsSXarprYcTuaG8VyLAJKgI5w9YMrPeH25NRJv5fmO7kXXwTq77YFGBuYBmYWwwDTruM2Ek6A7Tpr50GVbgZJnZF1rkTiDwFF1DmWXRbw4q1dJQduICtFjmYk5UYlJBeod73H0wUTy3bQ5nHlrhklx+0iMWBN5LhdaeSXJ9ymiimmClO0hOp7U38xrMlJjPPnAQjXSbgddx237ZvKtWpmUpwr4aCI+VrMcRvShVNXdoVJaknVwu3nP/957r77bh544AFuvFG0hz799NMcPXqU73znO74vUCJpZMxMAQDDNgm3lPMbQ5EEli0GmATdAH/J+iVvWEwXRCHbvoDjFoTrdrpgMp4psnP5UVT1p2rHbePngM3mXPocAL2xXrSFcs4WobmEW+G4jVx1Vd33PXbOFW77Zg6X8KISwnoMCgs7bpWSm0G8XjpuJbVG1rkSiT94LcaVUQmxRHvJcRsoSmNDMzKZFcetdSHhtsKJm84bC3airQnZKhy3uUkxrHcFNWK9GJoeAkQtWw1RPUp3pJuR3AinU6e5ouuKWixvReQPHQJA7+9HSyw//mGlGEWL1AVxE6l9c7lWzbiO25AeAXv+SC/PXBDUxEAzUzpuJTWk6qiE/fv3c/ToUe68807Gx8cZHx/nne98J0eOHGH//v21WKNE0rA4WSHcmo5JtLU86EZV1VJhGrQb6E6zpCaMZUQRG9RUkgsIUFCOS/Ce37B4GbexJYTbqOtULU6D0VyRIAPTAwBsSWxZ0es94XY4O0zGaFwx0bEs8i+7g8nWQridZzAZlB23Ic3NuF0iKiGsu21o0s0gqTGyzpVIVo9j2miKEDUsp+y4DQRDJWNDwLDWZG2S1TE2LWrY9vj8gmwwoBLRxbFvuGgwz3EbXcRxWxJ1HchP1XxJq2EwI/KiN8U2Vf3arcmtAJxJN9aAsvxr7mCyOrltJwYz4EA4rhNNls/p7OQkALoqRNn5OsO8xwKqiEuUNaqkllTtuAXo6+vjU5/6lN9rkUiaDiVXAAIYjkVH58x2a8tyhVunce/USvzhQloI+B3x4KIZUx2ucDve6MLttBuVEF/CFhxuAS0IVlGIva1ba782n/CE2774yqa3toRaaA+3M54f59TUKS7tvNTP5flG4dgx7GwWNRYjtHtXXfdtFK3SpN7Zwm1mQlw86YhiV43N79zxHA5e4WzmMjiOU5P1SiQess6VSFaHVZFvajOz5vEcuLoljQ3NiFfDejXtfLREdHKGVYoRaxiWk3EbCEKoBQpTIgpsMZF3jVmNcLstuY1nh5/lTKqxhNucazYIX35ZXfY3X0wCQHbKq1Pd4WTRubKZV6MGHPE7My+FW0ntWJFwC5DNZjlz5gzFWW0uV1zROFZ7iaTW6G7Ok2HbRLtmfmmatuvCVALYtjPv5FXJ+uDCtBBuuxKhRZ/X3izC7XIdt4oCiV6YPAOpwaYUbrfEV+a4BdjVuovxoXGOTh5tWOE298KLAISvuBxFq+9NpPHzwsUQScx0MQBMT4h4jYAtyhBtIeHWfdx7nmNZ5KfTBNurzyWWSKpB1rkSycrJpsX7xrALqIGZkWGW25GmO1U3fkoaAK9rrH0R4TYZCTCUglS+wYRbbyZDdIkaIt4thNvpYejaW/t1rZChjIhK2BRfmXALjRf55Q3UrddchvF5BpNBOSpBc+tPdZ7ZJKobF6KY4rPMLhQwDQNdb+A5JpKmpWrhdnR0lA984AM88MAD8/7esmTbi2TjEHTbvAzbIN4xMxjeaw3TFZ103mzsYVSSVTHqOm4740sIt25bmddm1rCUHLdLCLcAic1CuE2fr+2afMbLuF2NcLu3bS/PDD3D4fHDfi3Ld3IvvACsTUzC6Jk0AJ39czPKvKEPiiFuaC3ouHUfd3IW0ZY2slMTpC+MkpTCraRGyDpXIlk9mZJwW0SbdbVZctyu3D8kWUPG3fkeizluWyPidxPZBqt3lzvDIdELY0eFcNvAeI7bajNuQZgPAI5PHfd1TavBGB7BHBoCVSVyaX0MEZ5w2z5LuM1OTqCiotpClNXmc9zG3McKNpoexDKKZCbGiESjtV20ZENS9a3O3//932dycpKnnnqKSCTCD3/4Q772ta+xZ88e/v3f/70Wa5RIGpaQm19rWiaJ5My28krhdjLXYIWLxFc8x23nAnlfHl6R23CF7GxKjttlTFBLuMViarB266kB5zNCaF5pxi3AvrZ9AByZOOLLmmpB9plnAIhed13d9z16OgVA97a5wu30xDiaEkBxNbBS8TsLz4lrZwySXeJ8nBpt7AspSXMj61yJZPVk0t7w3gLarNLIc9wGpHDblIyXHLcLmxUatsPMq2/jPYs/zxN2G1i4zRpZJguTwMqiEjzh9tTUqRkDBNeS3MvCbRvaswc1Flvi2f6wkHCbmZosxXShzJ9x67lw7YxJokMMbE5fuFDD1Uo2MlV/Y/7kJz/h3/7t37juuutQVZVt27Zxxx13kEwm+fSnP83b3/72WqxTImlIvPxa0zaJ6TM/8D3hNqDojZfxJPGVC66DdinHbVu0CYaT2Xa5lWw5jtvkZvEz3TzCrWEZDGdEMb4qx227aJ87PHEYx3EWzTdeC4yBAYzz50HTiK6B43bEddx2b0vOeNw0DPLpFFHNFXQ1BSU4f4yDGhdFsZUxSHb1MHTsCKmRxr2QkjQ/ss6VSFZPNlUgjBBu9ejMz3dveG9ACVAwLUIBOQuimVhOVEKHa2S40GgdZtPLNCZ4wm4DC7dDWRGTENfjJIJzb5AvxabYJiKBCDkzx5n0GXa27PR7iVVTGqZbp0iiYt4kPS6GK7dvmjmLITs1SUiLAEK0VeaJPPRyb528SaKjm8mh86THRmu8aslGpWrHbSaTobtbXMy3tbUxOipOzssvv5znn3/e39VJJA1OUBGFiWEZc0QbS3EzbtUgU43usJSsitHp5UUleIWs12bWkOTGwXFtkMty3Lp3+ZtIuB3MDOLgEAlE6AivvOV+d+tuNEVjqjDFcLbxivvss88CEL7s0ro5FzzMosX4gHAxdG2deUGRdWMSIu6FhhrTFxS9vagEe9og2SVqj9ToSE3WLJGArHMlEj/IToohPYZdRJ/VjWQ7oibWlSBTWWlsaDa8uK+ORbrMOtx6uKHq3cI0GO7wqKWMCSXHbePWG0PTQrhdSUwCgKqoJbH2+GRjxCXkXvTybesj3I6dmwYg2hIkHC9Hdjm2TXZqiqDruJ0vJgHKGbcAra3inEmPScetpDZULdzu27ePw4dFnt+VV17J3//93zMwMMDf/d3fsWlT9TZ9iaRZcRynJNxa9lxh1tbEY4qiMp1qoMJF4jsXvIzbJYeTuYVsozkQKvGK1EgbaMvIZfYct00UlXBuWuTbboptWpVLNqSF2NGyA2jMuARPuF2LmIQLA9PYtkMkoRNvm/m+SF0Q51hrq7jYWGgwWeXvnIJF0s0R914vkdQCWedKJKunmPaE2wLhZHjG70zKxoZJ2ZHWVBiWXeoiXNRxG2vAmQ5eTIIehWB88efGXTE0PVTbNa2C1eTbepRybhtAuHUsi9xrrwH1G0w2elYIt12zZjHk0ilsyySoiaxaZYE5NYqmoIRFx0Ay6Qm30nErqQ1VRyX83u/9HoOD4oPiT/7kT3jrW9/KP//zPxMMBvnqV7/q9/okkoalmDNQFXHvw3DmFp5qWBEtYmqI7JQUbtczo1Vm3I5lig3ZWg+U28Jiy4hJgArHbfMMJzuTOgPA1uTWVW9rb9tejk0e4/D4YW7ru23V2/OT7NNrmW9bjkmYfZ6nLoiiNpnshuLCg8nAzRRTARtaEsIBnpIZt5IaIutciWT1GK7T0nRMIm0zRbJyR1qI89MF6Km+zVuyNngzGhSlHP81H54bt6GiwSpjEpaqv5vAcTswPQCsLvLLE26PTR7zZU2roXDsGE42ixqLEdxZn9iGC2dFrTq7M8xzzSYSoitvIcctiJxbK28Rj7cBMC0dt5IaUbVw+x//438s/fnaa6/l9OnTHDp0iK1bt9LZ2enr4iSSRiblZuKIIQtzp0wHoyGKVh5dDVFINVDhIvEdz3HbtURUgudOKJg22aJFLNSAgzlSrgDrOWmXIlHhSnCcpYvhBuB06jQA2xLbVr2ti9sv5v6T9/Pa2Gur3pafGCMjFE+fBkUheu21dd//iDuYrGuewWRe1EEi2i6E20UKYkVVUKM69rRBLNrmvn60cW98SJoeWedKJD6QKQI6hmMR62ib8StbE2YHRVFJyY60psIbNtYWDaLNk/np0V5y3DbQ8fVE2KUGk1U+Z7pxHbdn02cB6E/0r3gbe9vcWQ3jh31Z02rIvSRiEsKXX46i1Sf3etQVbjv7Z95cSo+PAZCItYEDamQx4TaANQ6xcKt4rRRuJTWi6qiE2USjUa655hpZzEo2HKlJIdwWrTyK6sz5fbglTsEWrWLmtGwFW68UTItUXgzaWCrjNhrUCOviY/dCIxWzlXjCbcsy7+B7Aq+RhfxUbdbkMyXhtmX1wu1lnZcB8MqFV1a9LT/JPfccAKGLLkJLJpd4tv+MnJ5/MBmUow6iYfG7xRy3lb+P6HFQFCyjSMbNyZVIao2scyWSFZAXda9hW8R6ZgplalDBdCPGMlP5ui9NsnK8qK/FYhKgXA83luPW7dZZzuBdz5SQHQOrMa/hzqVF7Fdfom/F27i4/WIATqVOMV2c9mVdK8UTbus1mMwybcbPu7MYZkUleK7ZqCvGqgtEJUA50ivsDilPjwlzgUTiN8uye91zzz3L3uDnPve5FS9GImkmMlN5QkDRzqNpcx23sa4OCqM5AOx0ps6rk9QLL79L1xRaIosLUIqi0JMMc3osy0i6wLaO+g6MWhYp0XpFcpnCrR6BcCvkJ8WAskhrjRbmH55wuz25fdXbuqTjElRFZSQ7wnBmmJ7YMpwcdSD7zNrFJBgFi4lB8ZnXvXVhx61X5C5WEIMoik2AvEMgEsPMTpMaHSbe1u7ruiUbF1nnSiT+oheE2GU6NomumY5APaJTtPME1CA52ZHWVHhC7FLCrff7yayBadkEtFV7xVZPxs0eXY5wG2kHRRPDejOjy+9CqyPevIa++MqF245IBz3RHoazwxwaP8R1vfWvGT1yL7wIQOSq+uTbjg9msC2HUDRAomNmDnd6XAi3kWAccot3hnk1bEiLAGDk8xQyGcLxJXKUJZIqWZZw+8ILL8z4+/PPP49pmuzbtw+AI0eOoGka165BO6ZEslbkJoRjsmBl0UJz76y19G2h8KpotQhMpeq6Nkn9GHVjEjpiIdRF2sY8ehJCuB1qVJdJtcItiII2Pyncut0X12RZfmFYRikXbFty9Y7bqB5ld+tujkwc4dWxVxtIuHUHk11f/yJ85HQKx4FYS5BY61wXetrNuA0SBky0+PIct07WQI8nMLPTTA4NsnlvY59rkuZB1rkSib+EDRsU8Z0b75xZT4TjEYpTeaKBJEXZkdZUeFEJHUsIt23RIIoiErTGs0W6E+FFn18XShm3yxBuVVUIvOlBEQXWYMJtuphmsjAJrC4qAYQBYTg7zIGxA2sm3JpjYxRPnAAges01ddmnl2/b2RefE73lOW5DATGcbKmoBAAKoIXCWIU8U6PDUriV+M6yhNuf/vSnpT9/7nOfI5FI8LWvfY22NpFZNDExwQc+8AFuvfXW2qxSImlAClMiBqFgZwnMU4+0bNrEOVsMOAlns/VcmqSODKWEANuTXDwmwaOnRZwsw6lGFW69jNsqhduRAzB1rjZr8pFz0+ewHItIIEJXpMuXbV7eebkQbi+8ypu2vsmXba4Gc3ycwtGjAGuSbzt0QkRm9O5qnfM7x3FKw8k0O4CNuaTj1hNu7YyJnmwhNzLIxOCAv4uWbGhknSuR+EvIVkATwm0iPrM7ItKapDAhOtLM6QathSTzMpIWx6srsXjNq6kK7dEgY5ki45kGE27jy6z9Er2ucDtYuzWtEC8moT3cTlSPrmpbl3Rcwk/P/pSD4wf9WNqKyHrxXnv2oLW21mWfo2dFNERn/9zOMC/jVlfEeb5YpJdXwzo5k0A8KYTb4UF6duzye8mSDU7VfQuf/exn+fSnP10qZgHa2tr48z//cz772c/6ujiJpJGxJl3h1soTTMz9QG/v3UTRFtmnsYJ0FKxXBifFxcemlsiynt/jFrsNK9x64utyM24BWreKn5Nn/F+Pz5TybZPbfBtuVcq5HW2MnNvME08AENq7l0BHR933P3RcCLebdrXM+V0uncIsCpe6aoj//2ps8XvIZeHWQE+IbY6fl8KtpDbIOlciWT1hxOd20S4SVGe6M+M9nRRtUQOpqbXN1ZRUx7A7TK4nubQQWx5Q1iBxGKWM22V2RnkGhqnGqzdKMQmryLf1uKTjEgAOjB1Y9bZWijeXIXJd/cwGnuO2q3+uMzY9JgwGAUvUp8tx3NpZEz0hZjdMDjfuUDtJ81K1cJtKpRgdHZ3z+OjoKOl02pdFSSTNgJIRxUveLhJqnyvatXRupugG2scsZFD5OmXQjTzY1Lo8N0FvyXHbgMPJihkReQDVtYW1upEDTSbc+sWVXSKP6+ULL2PYa3+TJvP44wDEXve6uu/bcRyGTohomN6dc4VbL9821taOnRU3tpbMuI2XhdtgshWAifON7+6WNCeyzpVIVk9IEaKdYRXn3CSN93RTdIeTRTLyPdVMDJe6zJaueTvirnDbKAPKSh1ly6xvW9wIglTj1Rue43a1MQlQFm5PTp0ka6xNh2j2WSHcRq+tT1SDbdmMnnGjEmbNYnAch+kx4bhVTNdgsEid6v3OzhrocVe4HTrv+5olkqqF2/e85z184AMf4Lvf/S7nzp3j3LlzfOc73+E3fuM3uOuuu2qxRomkIdFyQqApWgbRzrkChR6KYLjCbZQAqbxZ1/VJ6sN5V7jdvEzHbbdb7A41ouM25baDBRMQnntOL0jJcXva/zX5zMmpk4C/wu2u1l20hlrJmTleu/Cab9tdCY7jkHlcOG5jt9RfuJ0ayZHPGGi6Suc8LobUBSHcJju6sTPi81GLL56VNzsqAWBiaBDHtv1cukQCyDpXIlktjmERUMXntmnNvUnd0tuD4XakRQoNIupJlsVwFfFgHTHxnAvpBjAqWCZMuy7I5DJdql7nWQPGgHkmBD+E285IJ92RbhwcDo0fWvX2qsWaniZ/UMQ0ROvkuB0fzGIWbfSwRlvvzEHR+ek0piE+l5ycGD6+eFSCdNxK6kPVwu3f/d3f8ba3vY1f/dVfZdu2bWzbto1f/dVf5a1vfStf/OIXa7FGiaQhCRWFaJB3LOK9m+Z9jue+iyjB0hAryfqiFJWwXMetK9yONKRw6xan1Q5haGsex+3RSZH9uqd1j2/bVBWVa3tEsfns8LO+bXclFE+ewhwcRNF1otfVf8jEoBuT0L0tgRaYW2JMjYhWxfaOLeAAKqhLDCfTkkLYtdNF9FgCVQtgFguk3eEREomfyDpXIlkdhbQQPWzHwmKuaaG1u68UJRY1rLquTbI6vG6x3mU4br0c3JFGuP6ZHgLHBjUAsWVm3La4Am8DCreeCWFHcocv2/Nct69eeNWX7VVD7oUXwbbR+/rQe3vrss/hk16tmpwzWNqbw5Bo6QRTdMsuVqdqCbdGna5w3A43Xi6ypPmpWriNRqN88YtfZGxsjBdeeIEXXniB8fFxvvjFLxKLxZbegESyToi4taZhWyR657/jaViieA0pIS5MN0DhIvGdUlTCcjNuXZfCUCrfePEZXhtZNfm2AK3bxc/0IBgNKEi7OI7DsYljAOxu3e3rtq/rESLps0NrK9x6MQmRa65BjSzvnPQTbzDZfPm2UG4f62gTNwfUeBBFXTxr2CuKrXQRRVFp6RH5dONyQJmkBsg6VyJZHdMTog4o2nnUea40E209pY60iC2jxJqFvGEx5XYbdi9DuO1pJKOCV98mNjPvSTkfXlRCA2bcnkqdAmB7y3Zftndlt4j8emHkBV+2Vw3Z50TdXM9huiOnRKRXz47knN+lXINBZ6c4/kpIQw1qC27LE3WdrEnQFW7TYxcwjbWPTpOsL6oWbj1isRhXXHEFV1xxhSxkJRuSiCNaIwzLINE5v0PRdIcvhNQQF9INULhIfMWynVLkweZlOm69QjZv2I0Xn+EVp9U6bqPtoLvfAw3oTPAYzAySNbME1ICvUQkA1/UK4faFkRcw7bU7rmuZbwtl4bZnx0LCrXAhJF3Hi+emXQzNa8k0HTRToW2TuLEgc24ltUTWuRLJypieFHVRwcox3305TQuUvicjBMgUpeu2GfBiEsK6SjK8+FBRgN6WslFhzVnJ4F1vOFn6vIhaaBCmClOM58cB2J7c7ss2va6x50eer/uNlJyXb3t9/brEhj3hdvtc4XZqRMQctLWKblptia4wNarjfdCF1Ch6OAyOU9qOROIXS3/qAnfddRdf/epXSSaTS+Z7ffe73/VlYRJJI+NYNmF38IJpGCTb52/tsBzhslUUlcnxBihcJL4ymi5g2Q6aqtCdWJ5wG9Y1WiI6UzmD4VSelsjiBUFdmTwlfrZWKWoqiohLGDkgttHpr5vVL45NCrft9uR2dM3f/+972/aSDCZJFVMcHDvI5V2X+7r95eAYBtmnngLWRrjNZwzGBzPA/IPJoNw+Fgu1ApmSm3YxFF1FjQZEflhRJe4Kt2MDUriV+IOscyUS/8hOFUgCBTuHFpg/i9x0o8TCBLmQLhAPLeuSVLKGVMYkzB44Nx89CW8YbwNc/1Q7mAwg3gOqDrYhohZalpmNW2O8mITeWC9RPerLNi/tuJSgGmQ8P86p1Cl2tPgTwbAUdqFA7uWXAYjUyXFbzJuMnxe16nyO2yl3iG4y3gXjojNsMRRVQYvrWKkiQUOlpWcTF06fZHLoPB1bVp9BLJF4LMtx29LSUvqAbmlpWfQ/iWQjYLlDdRzHwbSKJEJzP/gBVM3CsEWh4zkQJOuH81Mi37YnEUJbot27Ei8uoSGK2Uom3OFibdurf21pQFnj5tx6wq2f+bYeqqJyTc81wNrl3OZeeQU7k0FraSF8ycV13//5o5PgQNumGNF5nLSmYZSyw8KquNhYjuO28nnBokp7nzjXxs42/jA8SXMg61yJxD9ybr1btLJooYWEW1EbB9UQozJKrCnwnLPLiUkA6GnxohIa4PiWhNsqHLeqCkl3hkkDdZP5nW8LENSCJcPB88PP+7bdpci98AJOsUigu5vg9u112efomTSOA/G2ELGWuUP2UqMiKiEebgNASyxt9FBdE4JuqLRvFgL/2Lmzfi1ZIgGW6bj9yle+Mu+fJZKNStrN7yrYOVQcNHX+7JtASKFg5dDVEPmpBihcJL4y5OXbtlaXJdqTDHNkeLqUj9sweMJttY7bytdMNK6YVsq3bauNI/i6nuv42dmf8dTgU3zgsg/UZB+LkXlMxCREb74ZRVs4j6tWDByZAGDLntZ5fz81MgSOgx6OoBbFfePlOG4B1GQIhrLohkJnvzjXLpw5heM4y3L+SCSLIetcicQ/cpPCzVaw8+jR+T+fTdudAaGGGG20m9iSefGyanuWK9y6z0sXTDIFk9hauqpTXhRYlTMcWvqFIaGRhNuUK9z67Iq9pvsanht+judHnufuvXf7uu2FyDz+BACxm2+qWy03fHLhmAQoD9GN6HHAWNJxC6KWNYBAUaXdddmOD0jhVuIvVWfc5nI5stls6e+nT5/mr//6r3nwwQd9XZhE0shMjIr3QMHKorJwNlcwqpO3pgEwU8W6rE1SP85PCsftppblFbEefW1C6B2YyPm+phVjFiHlFqYrcdy2uwXk+AnfluQ3nuPW78FkHq/f8noAnhl6hqyRXeLZ/jP9yCMAxF9/S933DTBwZBKAzXtb5/29l2/b2rsJOy26FtQqHbd6UaVtcx+KqpLPTDM9Mba6RUsks5B1rkSyOuyUqG0KVgG9df7PeBPxHFXRmJBRYk2BZ1boScx1Kc5HPBQoRWCseYdZaoUzHErdZI1jSig5bn0Wbr2c2+eGn/N1u4uRefJJAKI33Vy3fQ4eX3gWg+M4TLmO26Airu2WyriF8oAy3VBo3yIctxfONm4HoqQ5qVq4fde73sXXv/51ACYnJ7nhhhv47Gc/y7ve9S7+x8YJwgABAABJREFU9m//1vcFSiSNyPS4V5RmQVtYuA23RslZwnmgylawdcfZcXFx39dWXcaU9/xzjSTcTp0Fx4ZABOLd1b++wxVDx477uy6fsGyL45NibbWISgDY2bKTLfEtFO0iTw89XZN9LIQ5Okr+1VcBiN9+e133DSLfdmxA3KTasrdt3ueUhNueXiy3dbI0eGwJKqMSArpeGlB24UzjXExJ1geyzpVIVklWGBUMxyLSPv9gP0V3KFpCzMs0Ui0kWRAvHmxzFV1m3ckGGVA2tULHrWdkGD/p63JWw6mpUwBsb9nu63av7LoSVVEZmB5gKFP7wVpWKlWqW2M331Tz/QE4tsOQK9xu2jNXuM2lpjALBVAUNEPcdFCX0RnmdY/psxy3jj1/VIxEshKqFm6ff/55br31VgC+/e1v09vby+nTp/n617/O3/zN3/i+QImkEcm6sQd5K4uqLzx9M97fS94UYkY8k6nL2iT147Qr3G7rqFa4FUXvuYn6uzIXZOKU+Nm2XQwbq5aOXeLn+HFowELlbPosRbtIWAuzJVFl4b5MFEXh1i3i+/HRc4/WZB8LMf2o2F/4sssIdHXVdd9QkW/bG5033xZgclhkzLX2bsZyOxCWG5WguTlkuhux0Ll1OyDiEiQSP5F1rkSyOgJ5E4CCbRHb1Dnvc/SwRt41NuQnpbGhGfC6xLa0LV+47U02QM6tWYC0uHFcctAulzbX1erVyGuMYRmcTYsWfD8zbgHiwTiXdVwGwBPnn/B12/ORfeYZsG2C27ej984/5NtvJoay5DMGAV2lqz8x5/deTEK8vQM7Kz7HtOVEJSTLGbct3b2oWgCjkCc9dsHH1Us2OlULt9lslkRCnOgPPvggd911F6qqctNNN3H6tHS+SDYGRVdwK9hZtEW65Fv7N5NzBzC0G3lMq/EELcnKOTPmCrftKxNuByYbyGVSKdyuhNZtYvqumS9HLjQQXkzCrtZdqErVX33L5ra+2wAh3DrOwjd1/Gb6Z25Mwhq4baEi33YBty3A+HnheGnr3oztDnisdjiZJ9x2VeTcSiR+IutciWR1hAzx3Ve0bZILTFUPxoPkbVFDmWkZJdYMeF1ifVUIt17O7Zo6bqfOAQ7oUYjNfyNhQUoxYI3huD2bPovlWEQDUbqjK+iOW4JbtoiorV8M/ML3bc8m84Qbk1Anty3A+WOTAPTsTKIF5l4LTA67nWHdvdju55K6nOFkcU+4VdACAdo3C4PI2DkZlyDxj6qvXnfv3s33vvc9zp49y49+9CPe8pa3ADAyMkIyOX/Is0Sy7pgSxWbOzBCIL+xO7OjrJ2+JD/4uR2E4LV0F6wXLdkpFbH/Vwq14/uBUA4n5Xn5X2woGkwGoGrTvFH++cNSfNfnI4YnDQO3ybT2u772esBZmODvMkYkjNd2Xh10sknnsMQDiv/RLddnnbJbKt4XyoIb2js3gACqosaULYihHKgRnOW5HTzfGxZRk/SDrXIlkdcRsMRyzaBm0bNo573Mi7QkKruOWjBRuG51c0WLMPU59rcuveUtRCWs5jHfCrRNW0lHmOW5TA8K5u8Z4JoQdLTtqMszLE26fGHwC0zZ9334lmSfdwWT1zLd1hdtNu1vn/f3EoDAYtPZsxpp2O8OWNZzMzbh1a9T2PuHsviCFW4mPVC3c/vEf/zF/+Id/yPbt27nxxhu5+WbxZnvwwQe5+uqrfV+gRNKI6K5bLGcbRNoXzmjs2LKLgiW++FrRGWwkh6VkVQyl8hQtG11Tqsr7AuiKhwhqKpbtrH3ul8dqHbfQ0Dm3B8YOAHBJxyU13U84EObGTTcC9YtLyD37LHY2i9bZSfjS2v775iObKjJ2bvF820I2y/S4GCSWjIkoBy0eRFGXd+HhOW4DhoJj2XTvENEcF86dwSiu/cWUZP0g61yJZOU4tkMUIWIUzSKtXX3zPi/R20XeEiaIqIwSa3gGJsWxSoQCJCOBZb9ui1sfn1/L658J15jQugJjQqwTgnHAKW9nDfEMAfva99Vk+5d1XEYymCRdTPPqhVdrsg8AY2SE4rHjoCjEbryhZvuZjee43bygcCsivdq7t4ApOgfUZQwnK2XcGiqO49DhdhpIx63ET6oWbv/Df/gPnDlzhmeffZYf/vCHpcff9KY38fnPf97XxUkkjUqkKD7Mc5ZFtGduuLlHvKWLoiVE3pgS4vxa3nGW+MrpMXGh0dcWRVum+OShqkopI6xhBpSNnRA/21aRmdXpCbeN5bh1HIfXLrwG1F64BXhD/xsAePB0fabQTz/ixSTchqLWLgZiIc4eEIJsZ398wXzb8fPCbRtrbUPLizVqrcsbTAZu4RxQUFCwU0USHZ1EW1pxbJvRUydW+S+QSMrIOlciWTlWpoiqCPHCNAu0ROa/mdeyeVOpI62tmKtrtJCkes5W5NtW4/Tsa4RadzUdZYpSkXO79h0+XvfY3ra9Ndm+pmrcvFncrKxlXELm8ccBCF9yCVpra832U0l6PM/0eAFFVejZMX/3zOSQEG7bkiJzV40GUIPaktv2zAWqreDkTDpcx+34ubN+LF0iAVYg3AL09vZy9dVXo1ZcIN5www1cdNFFvi1MImlkEpY49/OOTcu2+d0EAKqqYritNWE1zOB4Aw2jkqwKL992a5UxCR6eC6EhhFvbhjHRfkXnnpVvp+S4Pbb6NfnISHaEsfwYqqLWzKVQyZu3vZmAEuDQ+CFOTNVeVEz/7GfA2uXbnjk4DsDWSzoWfM6YW7y2b+nHmhCfiVrbIgHhs1AUpST0WhMFFEWhd5c4V4eON9aNAknzI+tciWRlZMaFQaFgZ1FwCKjzuzNbN/dSsIWxocuGyaxRtzVKqmdgBfm2AFvcWIU1nemwGsctQPt28bMBcm6PToh6p1bCLcAtm0Vcws8Hfl6zfWQeFduO3fr6mu1jNl5MQld/nGB47ueS4zglx20i3A6UB+MuhaJrKDGxTWuqSEef67gdOIPTgAObJc1J1cJtJpPh4x//OK973evYvXs3O3funPGfRLLesQsWIUV8OBdNi5b+xb88LbuI5VgATI1K4Xa9cHp8dcJtaUBZIwi3qXNg5sRwsZUWtgAdrug7Wp9s1+XixSTsbNlJJFDdRcdKaAm1lBwLPzr5o5ruq3D8OMbpM6DrxF53S033NR+O7XD2gCfcti/4vFK+7ZZ+zElxYR9oW77jFpgh3AL07JTCrcR/ZJ0rkawcr87NWxkUFhYsWrv6SlFiLWiNExslmZfyYLLqal6vu2wqZ5DOr5E4X4oCW6lw637uj69tDFi6mGZgWmSw1lK4vbXvVhQUDowd4Pz0ed+375gm095chttu8337C3H+2BSwcL5tLp2ikBXdlGEtDixfuK18rj1VpG3TFjRdp5jLMTkytIpVSyRllh9S4/KhD32IRx55hP/n//l/2LRpU02CsSWSRsZ04w4Mu4Bi2bT1bl/0+ZrqkLcyxAJJsuOyMF0veI7bbR2rE27PNIIL2xsm1r4DtKq/Fsp0u2601DnIT0F44RiRenJgvD75tpW8dcdb+fnAz3ng1AP81pW/VbPvyvRDDwEQe93NaPFYTfaxGBfOTZNLG+ghjd5dCx/vMVe47djShzXkOm5bl++4BdBcodeaFK/v3S2E22Ep3Ep8RNa5EsnKmR7PkUQM71XVhYXblq4tGKUosSDnp3JcvEkO/2tUPMfslipnOsRDAVqjOpNZg4HJHBf1Lm8gqa+UohK2r+z1nW6n1uhhX5azUjy3bW+sl5ZQ7errzkgn1/Rcw3PDz/Hj0z/m1y/9dV+3n3v5FeypKdRkksgVV/i67cU4f3QSWDrfNtHZBRnx2aW1LD2YzENrCWKez2BNFdACAbq2bmfo+FGGTxyjrXfzqtYukcAKhNsHHniAH/zgB9xyS/2dPRJJI5By3QQ5cxrNho5Ez6LP13SHvDlNLJDETMkhOuuFExfEXdntHSsTy7a5r/OycteUUkzCKu/gR9ogsRnS52HkEGy9cfVr84F6DSar5A39byCoBjk5dZIjE0dqFtGQflAIt8k77qjJ9pfijJtvu2VfG1pg4SaeSsetdUjcwNJW6bjt3SXO1/HBAQrZLKHoym6iSCSVyDpXIlk5+YkCSSBvTaNqCwu3mhbANEXGbVgNc74Ruo8kC3LGrVX726vvWupriwjhdiLHRb11FufzU5CbEH9u3bqybXQ1hnDrDSarpdvW445td/Dc8HM8dPoh34Xb6Z+Lwb2xW16HEliFWaQKMpMFJgYzoMDmva3zPmdiULiZ23o3lwwC1ThuVfe51pT4XOvZubsk3F70uvo5iyXrl6qjEtra2mhvX7gdUiJZ70yOiOIlZ6XRHIugtvjduGBUJWeJietMywyv9YBlO5wYFcd0d3d8RdvY0SmE25MXGkC4veBGG3gZtauhxxVHR15b/bZ8whNuL+24tG77TAQT3Np3KwD/fvzfa7KP4rkB8gcOgKoSf+Mba7KPpfBiEvovXrguKOZzTA6LVrHO/m2YrvAaqGI4Gcx13EaTLSS7usFxGD7RWLnKkuZF1rkSycopTpajErTw4gPHirYQawNKgJGxBug+ksyL4zilWnV7Z/VmhTWd6eAZE+K9EEqsbBueqWF6CHKTvixrJXiDyfa11WFWw9Y3A/Di6IsMZ4Z93baXbxu/rX5zGc4dFuJ999YE4dj8ru+xc2cAaN/Sh5WqXrj13Ln2lHht9w5xTTVyUtanEn+oWrj9sz/7M/74j/+YbFZ+wUo2JtOjovDImdOoytJCbLQjQs5KA5AoGOQNq6brk9Se85M5CqZNUFOrHtTg4RW/Y5kiqbXK/fLwohJWM5jMo/ti8XPk4Oq35QMj2REu5C7UbTBZJe/Z/R5ACLdFd3q2n3gxCdHrriOwBkJTMW8yeFxkhi2Wb3vhzClwHGJt7URCCZyC+AysZjgZzHXcAvSWcm4bK1dZ0rzIOlciWTnOlFsjW1kC0cWH8iiYFG3xeZ4Zk47bRmUia5DKizzibe3VC7deLu6aDCi74IpmqzEmhJOQ3OJub+1qjXo6bntiPVzZdSUAPz7zY9+2a164QP41YeyI13Ew2Tl3iG7fRQvXqp5w29m/DWtq5cJtpeMWYPjkcRxn8ZtYEslyqFq4/exnP8uPfvQjenp6uPzyy7nmmmtm/CeRrHfyE6LNN2ulUdSlBbfE5i6yprgA3G4X1+aOs8RXjo0It+2OzhgBreqPUUDkfnUlREFwaq1dtyXh1odisNtz3DaGcPvaBVEg1mswWSW3bLmF7mg3k4VJHj7zsO/b94TbxBrFJJw/MoltOSQ7w7R0L/z/dvS0mMTctW0Hpvv5qcYCqEGtqv15Qq+dLuKYQhDo2SWFW4m/yDpXIlk5WlaIFgXbIti6eBu0pkPOFMYGr7aWNB6e23ZTS5hIld/bUOm4XYObYZ7jtmPX6rbj1cejh1a3nRVi2VYp43Zve+2FW4Bf3v7LANx3/D7ftjn9i18AEL7kEgKdnb5tdzEcx+HsIeG47buobcHnXTgrspA7+raWxNdqMm7LUQlC9O3s34oWCFDIZJgalgPKJKun6mCRd7/73TVYhkTSPJTcBOY0WnBpF11Lfw+nnhOTSLcAZ8YzK26vlzQGx92YhF3dqxsGtaMzxmi6wMkLGa7oa/VhZSsgnxKZtOBPVILnuB1+DRwH1niwz4ujLwKUnAP1JKAGuGvPXfzdS3/Hd458h7fteJtv2zZGRsi98AIAiTve7Nt2q+HkKxcA2Hppx6IDnEZOnQCge9uOcm5YlYPJAJRYAFt1UG0Fa7JAoDPC5n3ifBs4dADHceQgKcmqkXWuRLJywkXhLMvZNu1di9dIekQha6ZpCXZC2v+uFIk/nFrlTIet7cJxe3ot4jBKMxxW2VHWdRGc+Oma5dyemDpBzswRDUTZlthWl33u37Gfzz37OV4be42jE0fZ07b6rrzpn/4MgNhtt656W8tlcjhLZrKAFlDZtMAQ3WIuS/rCKABtXX1MFF4BVhiVkDJwbActoNO5dQfDJ44yfPIYrb2bVvkvkWx0qhZu/+RP/qQW65BImoZgpgho5OwCSnLp1oe2vq0ctMQd2g4lyJMyx6vp8Ry3u7tWJ8Dv6Ijx9Mnxtc259dwDiU0Q9aHdvusiUFTIjUN6CJJrW6i8OPIisDbCLYi4hL9/6e95augpTqdOsy3pT8E9/ZOfgOMQvvIK9N5eX7ZZDY7tcOolIdzuuHJx18R8jttq820BFEWhELKJ5DTMiTyBzgi9u/YS0INkpyYZP3+Oji39VW9XIqlE1rkSycpwHIe4pYECBQfi2xafpB5ujZCbFo7bUNbEth1UVd58azROja0837bydacuZOp/g3XMh6gEgC7Pcbs2wu2rF14FxJBdTa3e9bwSOiId3Np3Kz89+1P+7di/8YfX/+GqtmcXCmR+LvJtE296kx9LXBZnDwq37abdLQQWcIyPnRMDdGOtbQRNkYGrRKrrDFMTQRwcFBusdJFAS4ienbuEcHviGPturp9YLVmfrKjHd3Jyki996Uvce++9jI+LzJDnn3+egYEBXxcnkTQicdcUkLEsgp1Lt1D07LiEvClcZjElzJnRBhhGJVkVnnC7a5XO6cpids0YdoeIeREHq0WPQKebJTv4oj/bXCGGZfDamPj3XdV91ZqsYXN8M6/fInK8/vngP/u23dT9DwCQXKOYhJHTabKpInpYY8uehVvPbNti9MwpALq278QaE8Kt1rGy2IpCWOTjmhfcoTa6zqY94nwbONg4A/EkzY2scyWS6nFyJkFFCB0F06B128WLPj/e20HWjUrYZBlcmC4s+nzJ2uCZC3Z0Rlf0+q3tUVQFMkWL0XQdj7HjwJjoeFy9cHuR+LlGwq1Xy17WeVld9/vu3e8G4Psnvo9hr24eR/bJJ7GzWQI9PYQvrd+w4HOHvHzbRWISzpVjEkoGg7bqDAaKqlAMiRgva1xso8ebw3BMxnlJVk/Vwu3LL7/M3r17+Yu/+As+85nPMDk5CcB3v/td7r33Xr/XJ5E0FHbBIuaIojRrQ3TL0vk8idZuLMPAckxURWVyRAq3zYzjOBzzohJW67h1hds1ddyOHBA/uxe/wKqKzVeLn+df8G+bK+Dg+EEKVoHWUCvbk9vXbB3vu/R9AHzv2PeYzE+uenvG8AjZZ54BIPk2/+IXquHky6KlbOslHWj6wqXE5NAQZqFAIBiibdNmTHcATaCz+qgEgPws4RZgy8XiQubsgVdWtE2JpBJZ50okKyPvfr7nrQyaBR1bFs8Vbdm6iZwlBI4+x1yb4VWSJSk5blcYlRAMqPS7cQkn6lnvpgfByICiQesqu5084XbqDBTrX7N7jttLO+sneALc2ncr7eF2xvJjPHL2kVVtK/1jMesh8aY3oqgrmw9SLbZlM3BkElhiMNnZ8mAyc9wTbquvUwthIdyarklhixvnNXjsCJZpVr09iaSSqt8199xzD+9///s5evQo4XD5hN6/fz+PPvqor4uTSBoNc1wUlQUrh02Q1p3LC7vXUMiaKaBc2Eqak5F0gcmsgaqw6qziXW7+2/HRzNpNHB12hdseH4vBzVeJn+df9G+bK8CLSbiq66o1zT69ofcGLm6/mJyZ418O/8uqt5f+4QPgOESuvhp9yxYfVlg9J5cdkyDybTu3bkNVtbJTdqWO24hbFFcIt/2XCOH23MFX5eReyaqRda5EsjImhoSglTVTBGzobFk8Kqmzv5+cLW7GdSsaZ+Xw3obDth2Ou4aTnaswK3iib107zLwosPYdEFj+kKl5ibZD1K136uy6LVpFDk+IfV7aUV/hVld17tpzF7C6rjHHskj/5CcAxN9Yv5iEoZMpijmTUDRA19bEgs8rDSbr31pyy2odKxFuXXOBqxe0b+4jHE9gFguMnDpe9fYkkkqqFm6feeYZfvM3f3PO41u2bGFoSE7Mk6xvJt2iNGNOoVsanTsvX9brNNUh4wq3aqqIZUtxoVk5OCiO447OGGF9dTlT2ztj6JrCdMHk/NQaTFR2nArHrU9RCTDTcbuGQlppMFn32uTbeiiKwvsvfT8A3zz0TfLm6o711P33A5Dcv3+1S1vZ/kdzjJ/PoKgK2y7rWPS5lfm2jmWXW9A6Vybceo5bo0K43bRnH6oWYHp8jKmR4RVtVyLxkHWuRLIyUiOecJtGdUwigcU/5zv6dlCwhAuthRBnxmRHWqNxbiJHzrAIBlS2d6wsKgHWqMNs5KD46Vd96xkchl/1Z3vL5MjEEUzbpDXUSl+8r677BnjvvveiKRrPDj/LofFDK9pG7qWXscbGUONxYjdc7/MKF+b0K2OAGKK7WH722DnhuO3o24Y5IeI8VuS4nRWVoKhqaYju+cMHq96eRFJJ1cJtKBQilUrNefzIkSN0dXX5siiJpFGZHBQt8hlzipDl0NWzfVmv00NOyXHb6SgMTklXQbNycFDksV28KbnqbemaWopbODKUXvX2qmZ6WAwRU1To2uffdnsuE61pmRFInfdvu1XgOA4vjIiohqu6rlqTNVRyx/Y72BzbzHh+nP99+H+veDvFs2fJv/QyqCrJt/6yjytcPqdeFm7bzbtbCMf0RZ87cko4bru37cSaKIANiq6iJVbmfslHhHBrjedxTFEg66EwvbtEjti5g/W9oJKsP2SdK5GsjLzbHpw1UyjK0nmYrT1bKRpicERYDXFOzoBoOA4Pi9p0d1ecgLby9nZPuK1rVMKwz8aETa4JYPAlf7a3TEoxCR2Xrkn3WG+slzu2iXkKK3XdTv9ExCTEb78dJbhK93MVnH5V1KuLmQzymWmmx4XA29HXX3bctq/GcVs2aGzZJ86/gUMHqt6eRFJJ1Z/Ad955J5/85CcxDPGFrCgKZ86c4aMf/Sh333237wuUSBqJ/GgWEMKtahu0hxfOy6kk3BYkY04BsNlxODOWrdkaJbXl0JC4oPdDuAXY2yNad7ziuK54roH2XWKomF8Eo+XM3DUaUDYwPcCF3AUCSqDuwxzmQ1d1fvNK4eL78itfJmOs7OLFG0oWvfEGAmskInn5tjuuXHz/juMwdPwoAN07dmG4MTFaexhlhZPDTd1BCargzCyM+9y4hDOv1veCSrL+kHWuRLIyLDejNmumUANLC7eaFgDLwLCFeJsalbVxo3HErU339vgz06GuUQl+z3BYa+G2zvm2lfzaxb8GwA9O/IDhTHWdTY7jkH7oxwAk3ly/mIT0eJ6xgQyKAtsuXVi49TrDEh1dhKIxfzJu5xNuDx+QcV6SVVG1cPvZz36W6elpuru7yeVy3H777ezevZtEIsGnPvWpWqxRImkYvA/ijDGJquSXfeczvqWNrCkK0u2OyfG1HEYlWRVeVMLFmxbOSqqGfb1iO2viuPWGh22qQZRAKed2bQaUPTMkhndd0nkJ4cDKBmH5zZ277mRbchsThQn+6cA/rWgbqR/8AICWt7/dz6Utm2yqyHl30MP2KxbPt02NDpNLTaFqAbq378Ty8m1XGJMAgAKa+/rKnNvtV4h4jlMvPY9j2yvfvmTDI+tciWRlqG7kU9bKoEaWN4FewyFnivqnOL4GkVGSRSkJt72rq3k94fb0WLY+cXG2Xc649WuGg1crD70KVv0GTZViv7rWLvbryq4ruab7Ggzb4H+++j+rem3xxAmKp0+DrhO79dYarXAup18VLtqeHS2E4wt3h42cFNmzPTt3YWdNnKJwza4mKsGeNrAL4hzp2bUHTdfJTk0yObQ2XYiS9UHVwm1LSwsPPfQQ9913H3/zN3/D7/7u73L//ffzyCOPEIutbNqkRNIsaClXuDXTKIHlOwPadvSQsUURu4UAx0ema7I+SW3JGxbH3VY+vx23h9ZEuH1R/PQyaf1k01XuPtZWuL2x98Y12f98BNQAv33lbwPwtde+xnh+vKrX5w8foXDkCOg6iTe/uRZLXJITL47iONC9LUFL1+IC7OBRMUyje/sOAsFgacruqoRbygMjKoXbzfsuRg9HyKWmGD4pB0BIVo6scyWSlRHJC8Eja1kEWpZnbNACdqkjLZQ1yRtWzdYnqZ7Dbm26r2d1wu3m1ghBTaVo2ZyfrENc3OQpMLKghaBthz/bbN8FwTiYORg76s82l2AsN8bplBictZbCraIo/H9X/X8AfPvItxnJjiz7tekHHwQgdtNNaPHVOberwRNul5rF4NWM3Tt2lWIS1GQQRa8+GsQOOCjRAEC55tX1cpzXodeq3qZE4rHisJrXv/71/PZv/zYf+chHePMaXUBKJPUmlhd30rK2iRIvLPt1XTv3kHHbLluUMCeG5+bnSRqfYyPTWLZDS0SnN+mPi9Mrho+NTmNadXYKloTbq/zf9uZrxM+B5+s+oMxxHJ4aegqA63vrNwRhObx1x1u5uP1i0kaav3n+b6p67dS//isAiV/6JbTW1hqsbmmOPSda5HZd273kcwePHQGgd7fIT/YGigVWMKm3kkCneL0xUr55pgV0tl0uLmpOvfjcqrYvkYCscyWSanAsh5glLitzDoQ6Q8t6XTCmVkSJKZwdl3EJjYJp2ZxwzQp7VyncaqrCVne4WV0GlHmDybr2ghbwZ5uqCr3uUOo6xSV4btvdrbtpCbXUZZ8LcWPvjVzdfTVFu8iXX/nysl/nRXzVcy6DaVicOyTMEdsuX1y4LTtud68qJsEjMI+5oP8Scd6ceUXGeUlWTlXCrW3b/M//+T95xzvewWWXXcbll1/OnXfeyde//nWZ2SFZ91gZg7Aj3jIZ2ybQtvyMxt7tl2CbNoZdQFEU0oOyMG1GXhkQFxeXbUn6NiCgry1CRNcomjan63nBMj0KqXOAAr1X+L/93suE0yE3DmPH/N/+IpxJn2EkO4Ku6lzVfVVd970UqqJy7433AvDdo9/lldFXlvU6xzCYuu8+AFre856arW8xMlOFUkzC7muWI9wKx+2mPUK4NYfF+a13r3wyNUDAfb0xPPP9sv3KawE4KYVbyQqRda5EsjKsqQIqCpZjUXA04luX/o4AiHTFyZiTAGxzLE7LGRANw6mxLEXLJhrU2NK6+jkIXlzC8dE6dB2W8m19zoWtc87tC8Oia+3q7hp0xlWJoij89lWia+z/HP4/nJo6teRrCseOUTh6tO6dYgNHJjGLNrHWEJ19C7t8jXye8YFzAPTs2I3p5myvpjNMc7vRzApzwbbLxfE7/cqLMs5LsmKWLdw6jsOdd97Jhz70IQYGBrj88su59NJLOX36NO9///t5zxpdSEok9cKoGEzmKAkiW5Z/5zPe1o1uw7QxAUA0azKVW17+l6RxePncJABX9LX6tk1VVUpDH+qac+sNDevYDWF/Yh9mEAhB33Xiz6cf93/7i/D00NMAXNF1BZGAj0PXfOLq7qu5c9edODj8+VN/jmkvnZU2/fNfYI2NoXV0EL/19XVY5VxOvODGJGxPklyiqLVMo+Ri2LR7L3bexJoSXQqrFm57xOvN4SxORVbejquFcDt49DC56TWIHpE0NbLOlUhWTml4rzFJwNZJbr9oWa9Lbu1i2hTOtK3Y9XFjSpaFl2+7pyeBusKBopWUat16DOMd9nkwmUdJuH3Z3+0uwAujjSPcAty06SZu67sN0zH53HOfW/L5nts2fsstaC31cwyfeFEM0d1+eceiRpvRMydxHJtYWzux1raSSzawRBTYYnivNUbLjttNe/ehh8LkUlOMnjm14m1LNjbLFm6/+tWv8uijj/Lwww/zwgsv8M1vfpN/+Zd/4aWXXuLHP/4xP/nJT/j6179ey7VKJGvK5IAoNNLGBJoTJuG6yJaLhk3amARgCyrHZM5t0/HSWeG4vaIK0X45eC1oh+tRzHrUMibBY+vN4ueZJ2q3j3l4ZlDk297Qe0Nd91sNf3DtH5DQExwYO8BXXv3Kks/3YhJa3vlOFH3hIQu15NhzItNsz3VLO6lGT5/CMgzC8QStvZsx3QJWTQRRo6tbv9YeBk3BKVpYk+XImmRnNx19W3Ecm9Mvr022sqR5kXWuRLJyxt0aedqcJGQptG9fXo3csaOPrHvzslvR6+PGlCyLcr6tP7mk+3qFSaAuMx1KjttL/N1upePWrm0ec97Mc2BM/DsaqXvsP1/7n9EUjZ+e/SmPn1/YmOE4DqkH3JiE/W+r1/KwbYeTL10AYOfVXYs+18u37dmxCyhHeumrcNx6bl1zVpxX/6UiLkHWp5KVsmzh9pvf/Cb/5b/8F97whjfM+d0b3/hGPvaxj/HP//zPvi5OImkkUiXhdpyQpdG1t7q7n7ruMG2KvJ1+VI6NSEdYM5E3rJJL4Ir+Vl+3vc+d1nu4no5bb2hYLQaTeWxzhds6Om4dxyk5bhtZuO2MdPKxGz8GwBdf+iKHxw8v+FxzYoL0z34GQMt73l2H1c0lM1Xg/LFJAHZVE5Owey+KopRiDfSe1bltARRNQe/y4hJmurN2XC1c3seeeXLV+5FsLGSdK5GsnLT7WZwxJwmYFpu7di7rdT0795EzhXAbV8KcXotBrZJ5ee28MCtc1OtPV9ZFbq17ZCiNbdcweqaYhQsiY5/ey/zdduc+MaCsmC7n6NaIVy+8immbdEW66Iv31XRf1bCzdSfv3fdeAP7siT8jZ84/bK5w6BDFkydRgkHib3xj3dY3dGKKXKpIMBJgy962RZ87UjGYzHEcXxy3WoXjtrIrbNsV4nrrlBRuJStk2cLtyy+/zFvf+tYFf/+2t72Nl16SgcuS9UthRHyYp41xQobJpk17qnp9sFVn2nXcbnNsjg5LV0EzcWAwhWk7dMSCbG7xZzCZx8WbRFH82vk6Dq3zohI2XVW7ffTdAIoKk6chdb52+6ngyMQRxvJjhLUwV3TVILvXR9658538Uv8vYdomH/v5x8ga82f7pb7/AzAMwpdcQnhfdU5/vzj27Ag40LMjSaJ96fN/8KgQbkuDyUb8ybf1CPTOn3O754bXAXDi+Wcwi0Vf9iXZGMg6VyJZOeaYqJGnjUlU8iSCyxtm1d2/D0wo2qJ7Ij2alXnSDcLL54Rwe2W/P11mOzpj6JpCpmgxMDm/2OcLQ6+AY0O8F5Kb/d22FijHgJ19yt9tz+LZ4WcBEZPg11wNv/jw1R+mJ9rDuelzfPHFL877nFJMwu23ocX9cW0vhxMvuDEJV3SgBRaXuoaPHwWge/tO7GkDJ2+BAoGOVQi3bSEIKGDaWBP50uNezu3AodcwissfcC6ReCxbuB0fH6enp2fB3/f09DAxMeHLoiSSRkR1P3zTxgSqk6Ez0lnV6+N9LaTdu5LbqFOrkMQ3Xj47CcAVfS2+F1CXbRZF8ZnxLJPZOohN6WFIDQAKbKqhuBlOlifw1sl1+9j5xwC4YdMNBLVgXfa5UhRF4U9u/hM6wh0cmzzGnz35Z/NesE5973vA2g0lAzj81BAAe2/oXdbzzx18FYAtF4k2Ra9lLOCTcKtX5NxWsmn3XuLtHRj5HKdfka4GyfKRda5EsnLUSVEjT5uTKNryRblAKEzAUci4xoZE3mYsI2+6rTXDqTwj6QKqApds8ke41TWVXV1CwKvpNVCtO8r6bxQ/zz5dm+27PDUohOEbN91Y0/2shHgwzsdv+jgAXz/wdZ4denbG72fEJLytfjEJjuOU8m13XbV4d1gxl+XC2TMAbNq9r+S21drCKEsIvouhqEopaqEy57Z9Sx+Jji4sw+DMK/ImsKR6ln1WWpZFIBBY8PeapmGaSw9YkUiaEcd2iGXF+Z02pyGQqlq869yzmWm3ZaKdEMfOp6SroIl47swkAFdvXbztZiW0RHW2dwghynM41BTPJdB1EYSW54pZMVuFA7JeObe/GPgFALdsvqUu+1stnZFO/ur2v0JTNL5/4vt889A3Z/w+f/gw+ddeA10n+Y63r8kax89nGD2TRlUV9ly/dEzC1Mgw6QujqJrG5j1iQI3fjlu9R0ynNgZndi4oqsru60VEx9Gn6jsUT9LcyDpXIlkZjuMQzYq8z2mzANH8Eq+YSQCTjDkJyBkQjYJXi+7tSRAJar5t96JSNFgNO8xKwu1Vtdl+vxvDVUPHbc7M8dKoEPcaUbgFuL3/du7cdSe2Y/PRn3+Uyfxk6Xf5V17BOHcOJRIh/ku/VLc1XTg7TXosT0BX6b+0fdHnDh0/iuPYJDq7iLd3lGMSVpFv6+GZFCpzbhVFYdd14tw5/lxt3dqS9cmyhVvHcXj/+9/PXXfdNe9/H/zgB6ve+ac//Wmuv/56EokE3d3dvPvd7+bw4Zk5f/l8nt/5nd+ho6ODeDzO3XffzfDwcNX7kkhWg5UqEHAULMciZ6s4seqn3m666DIsS6Vg5VAUhXjWZDglWyWaAcdxeOakyCe+fvvihcBKubyvFYBXBuoo3HoZtLVkmyvcnnqs5rvKGBleGBYF++u3vL7m+/OL63uv5/eu+T0A/uKZv+CnZ35a+t3k//7fACTe+EYCbf7fNFgOntt262UdROJLu5g9t23Prj3o4TB23sQaFxfyAR8ybgH0LcK1Y4xkcYyZA0L23ijOuePPPoUlhTbJMpF1rkSyMpycScgWZoasDVpLdZ+7etAmZYgaa6ujSOG2AXjl3CQAl/s8jLcuA8q8KLBaOW77rgcUmDgJ0yM12cULwy9g2Aa9sV62JrbWZB9+8Ec3/hHbk9sZyY5w7y/uxXIHtk19798AUbuqUX/qvuXguW23XtqBvsQNh/NHDgGUDQbeLIZV5Nt6BLw5DCMzu8J2XXeTWOdzT+PY9qr3I9lYLFu4fd/73kd3dzctLS3z/tfd3c2v//qvV7XzRx55hN/5nd/hySef5KGHHsIwDN7ylreQyZRFsT/4gz/gvvvu41vf+haPPPII58+f56677qpqPxLJajFHvOyuCVCTaJ3Vf9hu2n0FIUsjZYhJl9tRS8H/ksbm3ESOoVSegKpwlc+DyTyu7BPF8ctusVxTPPdr/02139f21wMKjB6E1GBNd/XU4FOYjsnWxFa2Jhu30J2P91/6ft6z+z3Yjs1HHv0IL468iJ3JMPVv/w5A26/832uyLtt2OPK0EG4vuml5MQlnD7wCQN/FYiiIMSS+07WWIFpM92VdWjKIGtfBhuLgzBtpWy6+lEiyhXxmmrOvynY0yfKQda5EsjLMMXFjLmemsdU4wd7qhJpwR4i0K9zuxi4NgpWsHS+7JoIr+vwVbi+q9TDewjSMujfHajXDIdwC3SIGqlau2yeHxIDVG3tvbLh820qiepS/uv2vCGkhfjHwCz7z7Gewi0VSP/gBAC3vfnfd1uI4DkefETc9d17dteTzB4+6wu1eT7gV38t6b2zVa9HncdwC9F9yGcFIlMzkBENuvq5EslwW7gmbxVe+8hXfd/7DH/5wxt+/+tWv0t3dzXPPPcdtt93G1NQUX/7yl/nGN77BG91phF/5yle4+OKLefLJJ7nppjqIDhIJkDorWnpSxgVUNUFka0fV2wiGYwQti1RxjK5wP9vROHA+xZsuXjhTT9IYPHtaXFBctqXF15axSjxXQ82jEopZGHTFrK11+AyNtgvXw/nn4fhP4Opfq9muSjEJW5ojJqESRVH4+M0fZyQ3wmMDj/FbP/4t/iH3f6FnMgS3byd649q0yg0cmWB6okAoGmD75cvL9R44+BoA/Z5w6wqr+ib/hlMoikJwS5z84QmMgWlCW8tTr1VVY++Nt/DSQ/dz4Bc/Y/tV1/q2X8n6Rda5EsnKyLiRNSljHI0Y8R2tVb0+3t/G8MvCubgVla8M1nFQq2QOjuPwiluLet1gfrHPFW5PXMhQMC1CAZ9r6qGXAQeSWyBRw+ur/htg5DU48yRc/E7fN9/I+bazuaj9Ij71+k/xh4/8If908J+4+NUUe6amCHR1EXtdHTr7XEbPpJkazRHQVXZcuXi96jgO590hups84dY1GfjRGRZwXbvGiBi26InvWkBnx1XXcviJn3Ps2SfZtGdtBg5LmpNlC7f1YGpKfEm0t4tW5Oeeew7DMHjzm99ces5FF13E1q1beeKJJ+YtaAuFAoVCuf08lRJf/oZhYBhGLZcvaRC84+zn8Z44PUUMmCpeIGTqJHZdtqLta5rBVIXj9ucDk/K89IFaHPNKnjw+BsC1W1tqto+93VEUBQan8pwfn6YrEarJfpQzTxGwTZzEJszYJqjD+afueAPa+eexj/0Y67L/ny/bnH3MHcfh5+d+DsDNPTc37fvqL2/5S37/kd/nmaGnGfhf/5PtQOI//Ic1y9Y89Ph5AHZe3YmNhT0rlmA20+NjTA4PoigqXTv3YBgGhXPCWaP1RFZ1XGYfc603CocnyJ9LETJmuiv23nIbLz10P0effpxM+v8lGF5965uk/jTr+3gh1kOdW+vvW0l98PM4Xjg1SQRIG+OETJWW7ZdUtd32nVs49rzo7GhVQpw8n6JQKKKqjes0bBRq8X48P5ljLFMkoCrs7gj7uu3OqEZLJMBUzuTgwCSXbk4u/aIqUM8+iwbYvVdi1fAzStlyPYHnvoJ98uer3s/sY5gqpjg4dhCAazuvbYrP2jdueSO/e+Xv8j9e+h9M/uu/AhB/x9sxbRvqFAlw6EnR1bf18nYUzVn0/9vE4AD5dApND9K2pZ/CZBY77T6/Pbii/+eVxzHQpoOq4OQtCqPTaG3h0vO2X30dh5/4OUefepwb7/6VhnZUb0TqXeNUs5+GEW5t2+b3f//3ueWWW7jsMuHSGRoaIhgM0traOuO5PT09DA0NzbudT3/603ziE5+Y8/hPf/pTonXMWJGsPQ899JBv2+o7nSRGgKniBaJGC8fHc2Tvv7/q7Th6kVRRiIB7HJvPHR/m/hVsRzI/fh7zSh55TQMUlAsnuP/+4zXZB0B3WGM4p/DVf/8Jl7bVZnDd3qF/42LgvNbPs+7E11rTPh3mVsA4/BA//MH3QVn5tNbZeMd80BxkKDuEjs6FFy9w/0vN+756m/M2oqPn2T50mqIGXwwc4Kof/KDuxZ1twOBzcUDhgnWC++9fuq0rfeoYAMG2dh7+2c8AuOiQ+Px8efAQk/e/sup1ece8dUxnFwnGDw7yWHBmbqjjOOiJJEY6xXe/9Pckd+5d9X4l9SebzS79pCah1nXugw8+WNc6t1bft5L64sdxbD8SZwdBUsYYkaLDwTMjjA4t/zs4O57CcQLkrQxhLUZH0eGfvvcAneGlXysR+Pl+fOGCAmj0RmwefuhHvm3XoyeoMpVT+eaPHuN1Pf7Wutee/D59wOF0lCM1vL4KGwa/DChDL/PQv/8fjMDqO4q8Y3igeAAHhy61i2d+9syqt1svepwe3mLexNXHRffbP0aPckWdalfHgcHHY4DKFGe5//6Tiz4/deIIAHprGz968CHiUwH2kaQQsvjhw6s7573jeHE4STQb4Mkf/Jyp9rI4ZxtFFFVjYnCA733jnwi1Vd/FK6k99apxqqlzG0a4/Z3f+R1effVVfvGLX6xqO/feey/33HNP6e+pVIr+/n7e8IY30NEh3xgbAcMweOihh7jjjjvQ9dXnKTq2w8BTomVlyhglaYR4652/RVu4+kFBD7zwJOeOCcftJnRShQI33PYmOuO1cVduFPw+5pVMZIsMPfEzAP7f97yJ9tjSw5lWys9yr/CvLw4S2rSH/W/cXZN9aN/8KgC9N7yH/dfvr8k+5mDdgfO5/0aomGb/NX2+5I7NPuZ/+/Lfwqvw+r7X8+7b3r3q7a81N378WTKc5omLFb6jPEi6Bf7ohj8iEUzUbQ0HfjHIeesYrb0R3v2rr19W8f3wl77AMHDxDTdz2/79OJbDyDNPAw437H89gY6VO19nH3NrssCFz75ANK/ztjveiqLPvCHwtJHlyW9/g1B6gv3763SuS3xlbGxsrZfgG7Wuc9/ylreQTPrrXpuPWn7fSuqHn8fx6MvPABZpYxzNDvGed/wq4cDyVVezWOBrD/0pKWOcsBZjKypde6/hbZctL1d9I1OL9+Oz3z8InOUNl29j//6LfNlmJQf1oxx59CRO21b277/U120H/uZjAOx546+xe/utvm57Ns7g/0AZO8pb9kZxLlp5jTH7GL78zMtwFN6w6w31q9N94pZ/nuSC/QuO98K3kk9R6Ojho9d9lEigtl1P549OMvDDVwhGArz7P74ZTV/cIPLwl08xAlxy/U28fv9+sk8OkT5wiuSOTvbvX1nc2uzjOJU/Tv6FUa7cdBHxN/XPeO4PTh3m+DNP0q053CLr04ai3jWO1zW1HBpCuP3d3/1dvv/97/Poo4/S19dXery3t5discjk5OQMN8Lw8DC9vfN/mYdCIUKhuSKYruuywNxg+HXMzfE8ug2WYzJtFompY3TFu1Z0B7Hrkm0cP5qmaBcIqiH6UXnl/DRvudS/7MeNTC3e5y+eE8LB7u44Pa2rD6xfjKu2tvOvLw7y0kC6Np9XtgUDzwKg7bgFrV6fiboOO26Hwz9AP/UIbL3ex02LY/7IwCMAvHn7m5v+s95Kpcj+8EEAOv/vX0XLfpsHzzzISxde4iPXf4Q7tt1RcweD4zgcelw4/i67tY9gcOkbFo7jcMYdBrbz6uvQdR1jPAOmgxJUCXcnUHxoffWOeaAzgBoLYGdMGCui988UtS+7/U08+e1vcPbAK+SmJkl2Lj2sQtJYNPt72WM91rmyrl4frPY4OpZDLGMCCiljknggTCJS3Q1GXdfRbRG10B3upx+NIyNZ7pTn17Lx8/343BkR6XLTzs6avMev2toGnOTV8z7XupNnIX0eFI3AthtF7VlLdr0Bxo4SOPMLuPw9q96crusEAgEeG3wMgFv6bmm6z9jp+74PQOjtv4zCT/j3E//OgfEDfPrWT3NRu/83ATxOvCCu1XZd00U4urQZ6vwhMYth62X/f/bOOzyO6urD78xW9d6LZUmWZcu9917AmA7GlEAoIUDoBL40EkhCCiEJSSihhN6r6RjcjXtvsi1ZltV7215nvj9GkjGWbZXVrmTP+zx+dtmdufcgrWbvnHvO7zcSnU6HVKcYLOqTQnv8M2/7WzSkhuHYVYe3xn7SmEOnzaJo22YKt2xg5nU3qXIJfRB/rXG6Mofv+lW7gSzL3HnnnXz88cesWrWKgQMHnvD+2LFj0el0rFy5sv21w4cPU1payuTJ/hO7Vjm3aXOZNLsaETTReIIbu32BTR8xHp0cjMlVB0A2IrvKmn0VqkovsKG1QnpSZnSvzzUuQ6ni3lnShFfqBamEyt3gNIEhAuJ9W+VwRrJmK4+Fvm89KTOXUdBUgEbQMDN1ps/H9zfNH32E7HBgyMnh8st/zevnv056WDo1thoeWPsANy2/iS1VW5Dl3pHTAMXkob7MgkYrMnhi56qeGivLMdfXodFqSR2ifL5cZYppjS451CdJ2+8jCAK6FCVB4KqwnPR+RHwCaXkjQJbZt8r37Z4qKmdCXeeqnO14mhxoEPBIbuyyFjnI3K1x9KILs0sxgh0gC+SrBmUBweRwc7Ba+dmPz+h6Z2FnGNFqeHa4xozjDLr5XaJ0s/KYNBL0vVtoASgFCQBH1/psyOKWYiosFehFPZOS+pc5peNwAY4DB0CrZfbNv+W5+c8RY4zhSPMRrvr8Kv6y9S802H3fReP1SBTtUMwNB40/syGdubGepqpKBEEkJXcoAO4apV1d5wNjsjb0rYa87sqT16cDx4xHZwzCVFdLVeEhn82pcnYT0MTtz372M9544w3eeustwsLCqK6uprq6GrvdDkBERAQ333wz999/P6tXr2bHjh3ceOONTJ48WXXaVfEbjtYLbou7HkETjRDn6vZYidkjCHJDk6sGgBw07Cpt8kmcKr3D+kIlcTtjUO9X6+UmhhNm0GJxejjYGzctR1crjwOng8bPDReDz1cey7aApc6nQ68qXQXAuIRxRBgifDq2v5G9XppefwOAqOuuRRAEhscN54OLPuC2kbehF/Vsr9nOLd/cwpLPl/B6/utUWap8HseB9YopWdaYOIyhndsNLtm7C4CU3Dx0BqVN1tVqTKZP6x2JB31K6Anz/JCR85XP3b5V3+ANkMGbyrmLus5VOdvx1CoJD4u7CUGMhujuXWcN4QImt5K4zcZLfqWauA0EO0uakGUYEBNMfHjviAwnRRiJDdXjlWTfJujLWhO36X66dmZMUzwbGgrBVOmTIdeWK0ng8YnjCdb1L2+e5vfeAyBs7ly00dFMTp7MBxd9wMKMhUiyxJsH32Thhwv5w6Y/sKduj8+KD8ryG3HaPASH60nJOfNmQ3n+fgDiMgZiDAlFlmXc1UqRli7Rdwl/XbIylrfFhdd6ogGVTm8ge7zyOc1ft9pnc6qc3QQ0cfvss8/S0tLCrFmzSEpKav/37rvvth/zz3/+k8WLF3P55ZczY8YMEhMT+eijjwIYtcq5RnOx0jLU7KpBSyjGgWfezTsVGq0Oneymydm6M4iGPWUteLz+cdxU6RpljTaO1lvRiAKTs3pfI1sjCowZoCw6th1r9P0ER9coj5mzfD/2mYho07aVocC3pmhtidvZ6bN9Om4gMK9cibuiAk1kJBEXXdT+epA2iJ+N+hmfX/o5V+dejUFj4FDjIR7f9jgLPlzA+R+ez/1r7udfO//Fqwde5f2C9yloKuhWDC6Hh8JtyuZS3vTkTp/XlrgdMGL08bHKejlxm9pacVvaceI2e/wkgiMisTY1UrR9c6/EoKJyKtR1rsrZjq1CufY2u+sQxEiCBkR2a5zgtFAsXqUwIhk9NSYHDRanr8JU6SRta89xA3qvy0wQhPaq272+7DosVfxISJvouzFPR1Dkcc+GolU+GXJd+ToApqf2rj6vr5Hsdlo+/RSAyCVXtr8eGxTLEzOf4Pn5zzM8djhOr5P3Ct7jui+vY9Z7s7h39b08ueNJ3jz4Jh8WfEi1tWNTztNxaLNSvJA9Lh6xE51dbYnbtKHDAfC2OJGdXhAFtLG+0+IVjVo0McrmR0dVt3kz5wJwaMNa3E6Hz+ZVOXsJqMZtZ3ZajEYjTz/9NE8//bQfIlJRORlvlRUd0OisIcidRtTQnulz6oM9NLdW3A5BwO72crjGTF5y/64UPBv5rlUmYUx6JGFG/+hMTRgYzdqCOrYfa+LGqQPPfEJncdmUaleAzAAlOHMXQ9VuOPQFjLneJ0M2OhrZVaskDOemz/XJmIGk8dXXAIhcehWi8eRql6TQJH418VfcMfIOvj72NV8c/YJ99fsot5RTbik/4difj/s5OVE5XY6hcFsNbqeXyIRgkrIjO3WOx+2m9MBeADJGjgFAdntxVylVDL2WuB2gjOuptSHZ3IjBJ/6darQ6hs9ZwJaP32PPt1+SM2lar8ShotIR6jpX5WzHVGZGB7S4ajF6dUQMGt6tceLzBnDkkAmv7EEnaElCYG9FC7MHx/s2YJXTsq1Y6QKcMLB3ZBLaGJ4SwapDteytaPHNgI4WqFV0S/1WcQswaD5U7oSC5TD6uh4NZXaZ29ezM1Jn+CI6v2H66msksxldaiohHcj8TE6ezKSkSWyt3sqyI8tYWbqSRkcjK0tXnnDcc/OfIzGk86aEdouL4j3KvdqQKUmdOqcsfx8AaXnKtcpd3irplRCMoPVtTaM+ORR7gwN3pRXjoBP/ptLzRhARn0BLbQ0Fmze0J3JVVE5FnzAnU1Hpq0g2N0ar0vbV5Kom0RZH8pCxPRrTmKClqsyOJHsJETQkILCrtFlN3PZB1hcqLf3Tsv1najSuteJ267FGZFn2nWB96SbwuiA8FWKyfDNmV8m9AFb/EYpWg9MChp6b8q0pX4OMTF5MXpcWe30R+7792HfsAJ2OqKuvOe2xkcZIluYuZWnuUiwuC3vq9lDUXESpuRSL24LVbSUjPKNbcbTJJORNT+7056+q4CAep5PgiEji0pV5XZVWkGTEUB2ayDObRXQHTagebVwQnjo7zhITQUNOrowfMfc8ti77gNL9e6kvPUZsa3wqKioqKj3DW60UNzS76gh2xRPXzTVy6rAJaD8oxORqIMqQQBYadpU0qYlbP+Jwe9ld3gzAuIze9XUYmabc8+z2VcVt2TaQJYgcAGF+XAvmLIS1f1XWtR4XaM9s5HoqNlZtxCt7yYzIJC0szYdB9j5tMgmRV16JIHac/BQEgYlJE5mYNBGX18WBhgPsq1MKDxodjTg9TuKCuna/VbC1BskrE5ceRmzqmQsELE2NNFVVgCCQktvqxdDqkaBL8b1RuC45BPu+elwdVNwKosjwOQv57p3X2LdquZq4VTkjauJWReU0uCqVajGLuxm3rEUjNZAeN6hHY8YMTqK4ykOLq54oQwKD0LCztInrJg3wRcgqPsIryXzXqm87PSfWb/OOTItErxGpMzspbbQxIMZHekvfl0kIlHtp/BCIzoTGo3BkBeRd0uMhvy75GoB5A+b1eKxA0/iaUm0bfv556BI6f7Maqg9laspUpqZM7XEM1UdbqCs1I2oFBk/q/M3P0V3bAUUmoW3R/n2ZhN50zNUPCMdTZ8d1isRteFw82RMmUbhlI9u/WMZ5t9/ba7GoqKionCvIbgmDSdFubHbVEe8MITVpcLfGSswchtEDza5aogwJZCOys7TZh9GqnImtxY24PBJJEUYyY3vX3Gt0mlKkcLTOSoPFSUxoDzd3i1sNwjL8LDGQNBpC4sFaC6UbeyRF9l3Fd0D/q7Z1HC7Avns3aLVEXnZpp87Ra/SMjh/N6PjRZz74FMiyzMENikxCZ6ttS/ftBiA+IxNjSKtHQmviVt+JxG9XOS7n1bGWc97MuWx47w0qDuXTUF5GTGr/Stir+JeAatyqqPR13K0X8yZXNaImDru+jjB9zy7saeMmo5PDaHYpOrc5aNhytLFXHeJVus7usmZMDg9hRi0jUvxXDW3UaRieqsy3tdiHOreB1LdtQxCUqluA/E96PJxJMrGjZgcAiwYu6vF4gcRdU4vpK0X7N/r6GwIWx95VZQDkjE8gKLTzlSNFO7YCkDX2uLZce+K2FxbD38eQEQ6A89ipTU7GLb4MgIPr12Bp9L2rsYqKisq5hrvWhgA4vTYcEng09cQGdW+jW9Rq0cnu9rVxdqt5r1dS18b+4niXWWyvbrYCRIXoGRSvJM52lPjApLktcZs5s+djdQVRhJwFyvOC5d0exit72VC1Aeh/idvm998HIGzOHLRx/utQrC+z0FBhQaMVGTS+c/4zxbuVe4Z2SS9Zxt1mopvq+4pbfVoYCOBtcuI1n2xuHhodQ+YYRYJx36ruf35Uzg3UxK2Kymmwtu6QNTqrETSxuKOaezxmWt5Egl3Q1KpzOxiRimY7JQ22Ho+t4ju+zVd+P7MGx6PV+PdSOXGg0qK2qchHCSZTFVTvBYTAJm4B8pQEGoe/AmfHhlKdZZ9rHzIyo+NHkxzaeROtvkjTG6+Dx0PQmDEEDcsLSAyWJgdHdio3biPmdH7Xv7GygqbKckSNtn0xDOBqWwyn927iVp8R0T6f7OnY6DE5J5eU3KFIXg+7vv6sV+NRUVFRORdo0zBvdtUhamJwBTf2KOGnC5baE7e5gNXlpaCmZ+sElc6zvr3LzD/JtzY5hu09TdzaGqFK0dhnYACSnjnnKY+Hv4JuFuEc8xyj2dlMpCGSUfGjfBdbLyNZrbR8ohRiRF555RmO9i0HNyiyXgNHxWIMObMPiSxJ7Sa6A0cqki7eJieSzQMaAV2i76vMRaMWbXwwcOqq2+FzFgKwf823uBx2n8egcvagJm5VVE6Do7VirMlVg1aIQDOg57txGp0eg+Ckydnq2q7RALChqL7HY6v4jm/yFWfTBUM7t4vrS6ZlKxUr3x2p900ldmHrLm7KWAj13254hySPhugs8Njh0Jc9GmqvW1mo9/dqW6/ZTNPb7wAQc/NNAYtj39oKZEkmeVAkcV0wEzu6QzG9S8sbjiFYWaB6LS68DYpLrr4XdMO+jzbGiBiiA4/c3vLWEeMuvByA3d98icNy6uNUVFRUVM6Mo1W3scVVh6CJhdiTK8q6QlCCgWa3ktxIQEcwPqrGVDkjtWYHh6qVe56pWSdLDvUG4zMUuYRtx3rYXXZsPSBD7GD/6tu2kTkLNHpoKobag90a4oBbMVabkz4HnegfM2Rf0PLpp4op2YB0QqZO8du8HreXgm2tRt+dlEmoKS7CbjahDwoiKScXAFeF8pnXJYb43JisDUN6a1dYacebUANHjyUyMQmn1cr+1St6JQaVswM1cauicgokhwetSVmENjlrCHV4iBjeM2OyNgzhbprdipNqpFckEoGNvqquVOkxR2otHK2zotMIzBrs/0TnmAFRGHUitWYnBTU+SDC1tW8NPq/nY/UUQYARS5Tn+97v9jAlphIqvBVoBA0LMhb4KLjA0PTW20gWC/rsLEJnzw5IDG6XlwPrKwAY2YVqWzguk5A5ZkL7a65W2QJtQjBicO/ehAiCgH5AeOu8p3aozhozntj0DFx2Gzu++LhXY1JRUVE527GUKdf5ZlctWsIJyuxZ0iw6JxGPEIbNoyQ4slo9IFR6nw1HlOKRYSnhPdeb7STjWytu91e0YHd5uz/Q0QDJJLRhCIOsVmOp/GVdPt0recl35wMwf8B8HwbWu8iyTOMbbwIQfe11pzQl6w2O7qrDafMQGmUgNbdzRnrH9uwEIH3YSDRaxebJXd6qb9uLBQZtXWenqrgVRQ1jF10CwM6vPkGSevC3oHJWoyZuVVROQVvlltXTgktyEWk1kTzSN6L3YVnhSGIkJpeSrB2Khk1FDUiqllefoE0mYXJWLGFG/+98G3Wa9gXtd0d6WInttitut3C8nSvQDG9tpypaBdbu/f+1mZJNSpxEtLF33Y97E8nhaDcli/3JT/y68P0+BVuqcVo9hMUYyRjZeY1Cu9lExWHlhiNr7PHErfOokkA1DPSPPrQhU5nHUXTqxK0giky58hoAdnz5KTbTqY9VUVFRUTk1siwj1SoSX82uWoJdMjHDJ/VozJSRI9AQ8T2dW1GtuPUT6wqUtdi0bP8VK6RGBZEQbsDtldlT3tz9gdr0bQcGKHELx812Dyzr8qm763djkS2E6cKYmDjxzCf0EWybNuEqKkIMDiaik6ZkvmL/WqXQYMjUZESxc/Isx/acqG8Lx+/1db2gb9tGW2GBu9yC7O1Yzitv1lyMoWG01FRzZNvmXotFpX+jJm5VVE5Bm7GOom8bhyxVkJ3kG+3JlDHD0QiR1DuVL57RopZGq6u9TUklsARSJqGN6YNa5RJazSK6TfF6RZYgPAUShvkgMh8QkwXJY0D2wv4Pu3y6LMt8dUwx8lqYsdDX0fmV5g8/xNvQgC45mfBFgZF8kGWZvavLARgxO7XTi2BQqm1lSSI2PYOI+ON/L87i1sRtpn8St8bsSABcxS2n1LkFyB4/mfiMLNwOO9s/+8gvsamoqKicbXhNLnROCUmWMLkbibBZSBnas8Rt2tCJBHvE9sTtIDSUNNioalF1H3sTj1di9WHlZ+7PLjNBENp1brd114y3qQQajoAgQsZUH0bXRQafr8gl1B/uslzCqtJVAMxMnYlO039kEhpffwOAiMsuQxPau5JY36e+3ExVUQuiKJA3rXP+Fk6blcqCQ8D3jMkk+biJbkrveTFoY4MQjFpkt4S7umM/G53ByKgFyj3A9s8+Ug3LVTpETdyqqJwCR2vLbb2jAlGbgM1QRZQxyidjDxw3m2C3SINDSdxONChtSRtVnduAU2NysLusGYD5AUzctlU9bCluxHWaRNQZKVAqU8lZqMgU9BVGLlUed77eZTOHXbW7KDWXokfP7NTASAv4AtntpvF/LwEQffNNCLrALNhLDzTSWGlFa9B0WiusjYLN3wGQM+n4DZNkc+OuVkxr/FVxq00IRgzTIbslnCUdt6OBcqM4Zcm1AOxa/jnWZrWaS0VFRaWruFsTHi2uOiQhHKQqBsRm9WhMQ0g4Ro+zPXE7StfqAXFElRLrTbaXNNFscxMZrGPcAN/c53SWSa1mvN2Wiyv8RnlMmwhB/o39BIwRkDVHed6FqltJllhZthKAuWlzeyGw3sFVVoZlzRoAoq69xq9z72utth04Ko6QyM7JepTu34MsSUQlpRARr0i6uGtsyE4vgl7TK8ZkbQii0C6X4DyNnNeohYvRaLVUFR6m7MDeXotHpf+iJm5VVDpAlmUcrRqN9c5yRE08jgSrz8YPiYknyO2g3qk4Yg5wymiANYd7WF2p0mM+21OJLMO4AVEkhBsDFkduYhixoXpsLm/3Nd4kCQ59oTzPOd93wfmCEUtAY4CafVC5s0unflSoVEoO0w8jRNd7i63exvTVV7grK9HExBB5+eUBi2Pn8hIA8qYnY+iCHq3DYml36M2ZNK39dWeJCWSlykATpvdtsKdAEASM2cpNm/NI82mPzRwznqTswXicTjZ98JYfolNRUVE5u3CVt3WlVSFoYrEbqwnSBvV4XH2Im0ankrhN9QjogI09lYxSOS1t8mBzcuPRavybGpjaasa7o6Spezq3hd8qj4P6gNfB0EuUx33vd7ogYU/dHmrttRgwMCmpZxXr/qTpjTdBlgmZPh3DwIF+m9dp91CwRemKHD4rpdPnHd25DYCMUd+TSWhNourTwxA0vVvY0tZ95jyNnFdIZBTD5yqSdhvefUOtulU5CTVxq6LSAZ46O6LDi0dy0+ysIditRZOT7tM59EF2TO5mXF4HGgkyEdlS3IDJ4fbpPCpd49M9SjL94lGda7/pLURRYPogpep29aHa7g1StgUs1WCICJxpw6kIioKhFyvPd7za6dMsLgvflCgVFmP1vjELDASyx0P9M88CEH399YjGwGwSVBW1UFnYjKgRGDW3a9e4wm0bkbxe4tIziEk5bmjmb5mENgytcgmOMyRuBUFg+rU/BmDviuXUlRT3bmAqKioqZxmO0uOJW1EbhyfWB0aqQHCaAZss4vTaEGWRbES+O1KvJjF6CVmWWXFQSdwGQh5sYGwISRFGXF6J7SVdlEtw26F4nfK8LyRuhywGXTA0FkHZ1k6d8nnR5wAM1Q3FoPGPKVxP8ZpMNH/wAQDRP7rOr3Mf3lyFxyURlRRC8qDITp0jeb0Ubd8CQPa4ye2vt3VnGTLCfR7nD2lP3Ba3IJ/Gz2bipUvQ6vRUFhxsN1NTUWlDTdyqqHSAq/Vi3uisQkJDhNVE7DjfJr5C0vQI2gQaWqtuZ4UG4/bKrCtQq24DxdE6C3vLW9CIAouGd61lvDeYkxsP0L6o7jJt7raDzwdtH1wQjr1Bedz/ITg7d9P39bGvsXvsZIRnkK7x7WaKPzF98QWuY8fQREQQde21AYujrdp28KREQqO69hkp2NQqkzD5RNNGZ7Fy/dT7SSahjbbErbvcjGQ7/QZY2tDh5EyahixLrH71BTUpoKKiotJJZEnG2SqV0OCsQu81oMlK9MnYCaOyEcUYGpxVAAwXddSanRTV+SYxrHIiR2otlDTY0GvF9mIBfyIIQnvVbZfNeI999z0PB994kPQIQ9jxqtvdb57xcLfXzdfHFDmzkfqRvRiYb2l6510kqxXDoEGETPeNaXdnkGW53ZRs+MwUhE7Kv1UczsduNmEMDSN1yPHPiau1s7bNPKw30aeEIRg0yHYP7qpTd/CGRkUzslXrVq26VfkhauJWRaUDnO0yCRUI2gQMjkqy83z75ZQyaSRa8Xjidnqw0mK2Ir+bSTqVHtNWbTt9UCwxoYFPdM4cHIdWFCiqs3KsvotSHZIE+Z8oz9vcbvsaA6ZCdBa4LLD33U6d8nHhxwBcknVJpxdtfQ3Z46HumWcAiL75ZjShgZF7aKiwcGxvPQgwZsGALp1rN5so2bcbOFEmQbJ7cFcoN/T+0rdtQxthQBsXBDI4j566Ha2NmdfdhFanp+zAXgq3bvRDhCoqKir9H0+9HdEt4ZFcmNz1hDlchI8Y55OxsybMxuA10NiauJ0WonSjqDq3vcOX+5S286lZMYQYtAGJYVpr4nZDVxO3BcuVx0Hz+46Hw6hWvdcDH4OrYyOqNtZXrMfkMhEbFEumNtMPwfUcyemk8fXXgFZvBj/+3MsONtJUbUNn0DB4Yuc3io5s2wxA1tgJiBpFN9vT4sTb7ASRdv3Z3kTQCO2VvWdan064+Ap0BiM1Rws5sm1Tr8em0n9QE7cqKh3gbDcmK0fUJGI2lJIV1TPThR8yaPoiQlwi9U5l9zDdrmg7rT5ch8fbAzMqlW4hyzKf7u4bMglthBt1TGg1buhy1W35VjBXgSH8uGFCX0MQYPwtyvMt/1WSzafhSNMR9tbvRStoWTxwsR8C7B1aPvscd0kpmqgoov1s6vB9dn6jVNtmjY4nMiG4S+cWbt2ELEnEZWQSnXxcZ8xxpBkk0MYFoe2kaYQvMeYoOrf2Q2duuQyPi2fcRYq28JrXXsTlUJ3LVVRUVM5EmxN7o6sGWTASamsgOc83+pxR6YMIdnvaixoGt8qeqt1ovkeWZT7do9yDLB4RuHXvlOwYAA5Ummiyujp3kiTB4S+V5znn9VJk3WDAVIhMB6cJDn1+2kM/P6q8f/6A8xGF/pGSafn0U7x19WiTkoi44AK/zr1nRRkAQ6YkoQ/q3CaDLMvtyc+s8cevUW3VtrqkUEQ/bVgYMiMBcB5tPu1xwRGRjFmkSMmtfeMlPG5VQlFFoX9cJVRU/IjX4sLb4ACgwVmJqInHFl2HTvSt43twTAIhbgsNjkokWUJr9pBt1NFid7O9RHU69zfbS5o4Wm8lSKdh/lDftPz5gnlDFM2xlQe7qHPb5mrbV2US2hh9HejDoL4Ajqw47aHvFbwHwMy0mUQbo/0Rnc+RPR7qn1W0bWNuvgkxJDDVtqZ6O4XblM/U2PO6Vm0LcHjTegAG/1AmoVC5drUlUP2NMVf5XDgONZ5WR6yNCRddTnhcPOb6Or57+7XeDk9FRUWl39NmTNbkrELUJuISK8mJG+qTsQVBwKB1tVfchthkwlDa6LtlXqVySg5Vmymqs6LXiszP87++bRvxYUYGJ4Qhy7CusJMJ+oodYKoAfShkzu7dALuCKMKoVvmr08glmFwm1patBWDRwEX+iKzHyF4vjf97CYDoG65H0Pn2vvh0NFRYKM1vRBBg5Ny0M5/QSl1JMaa6WrR6AxkjRre/3lagZfCDTEIbhqzO6dwCTLjkCkKiommpqWbnl5/4IzyVfoCauFVR+QFt+ozNrjpckoNQl4Amp3d2og1RDrxCME1OpVXpqgQl2fH1/upemU/l1Ly9tRSAC0cmERqgdrGOaEvcbjvWSIu9k7uuXo+iGwuQd2kvReYjjOHHtW43P33KwywuC58cURYvVw2+yh+R9Qotn3yKu7QUTXQ0UdcErtp2+5fHkCWZ9KHRxHWxTcxUX0fp/j0A5E45nriVZRlHgZK4NQwKTOLWMDACwaBBsrjbkwunQ2c0Mv8ndwKwa/nnVBzK7+0QVVRUVPo1baY+Dc4qRE0ilpBaIgy+k8YxJoq4CcbsVjonpocE4/RIXddAVTktn7XKg80eHEe40X9JuI6Y3erpsKqzZrwHW5NZOeeBLjDmrqdk5FLl8ehaaDza4SHfHvsWl+QiOzKbnMgcPwbXfcyrVuE6dgwxPJzIK67069y7VyrVtpmj4wiPDer0eYVblWrbjJGj0RmOf06cRc2Af010dcmhCEFaZIe3vWvhVOiNQUy/Wrk32vzRu1ib1YIuFTVxq6JyEs4jysWx1l4CQiiR5lqixvaO+HrUsBgEbTI1DqVleYpOD8Dne6tUuQQ/0mJ38+U+pbpj6YS+ZXiVHhNMTkIoHklmZWflEo6uBmstBMdA9rzeDdAXTLgVBBGOroGaAx0e8tnRz7B5bAyMGMikJN+0ZPobyemk7umnAIi5+WbE4K7JE/iK5lobhzYrm0PjFw/s8vkH168GWSZt6HAi4o9Xp3vq7YpmmEbw62L4+whasb3a13Gwcw7VGSPHkDdrHsgyy5/7Nx5XJ1s1VVRUVM4xJMdxc506RzkaIRYp0betvHF5SQiahPaq24VRoQCdXwOpnBFZlvlsr5K4vXBk4OXB5g1RErdrOiMXJ8vHPRyGXtTLkXWDqAzIng/IsPXFDg/5qPAjAC7MurBf+DXIskzDi8r/S9TVV/vVm8Ha4qRgq7JmHTWva/dohVs2AJA9fnL7a16TE0+tHQT/Jm4FUcA4KBIAx+Ezr0+HTp9NYnYOboedtW+81MvRqfQH1MStisoPcBYp7RM1jhJEbQrBtmMMHN47idvMabMwekOodSjVnlF1diKDdNRbnGw+2rmkg0rP+XR3BQ63RE5CKKPTIgMdzkmcPywJoD25fEb2vK08DrsCNIGtougUUQNgyIXK803PnPS2LMu8fUj5f7o69+p+scjtiKY338JTWYU2IYGoAGrbtlfb5sWQ2MVFqyzLHFirSFrkzTpxU6C92nZgBKJe45tgu4FxSKtcwsHOm9nM+tEthERG0VRZzvq3X+2t0FRUVFT6Na4SE4IMFncTDq+FcIeb4CG5Pp0ja/IsgrzB1DnKARjqVb7zVx6qReqEBI7Kmdla3EhZo50QvYa5uYGTSWhjdHoUUcGKXNyOM8nFVe2B5lLQBvXd4oSJP1Ued70OTssJbxU0FbT7NVyU1QcTzx1g27IVx569CHo90T+6zq9z719bgeSRScwM79Kata70GA3lpWi0WrLGTWx/ve0+X5ccihjs33skY07r+rTgzBW0gigy58afgiBwcP1qinfv6O3wVPo4auJWReV7eJodeOrtSLJEnb0UUZeKSXeMnBjfLkrbSB05lQi7g3pHBV7Zi9Ti5qpByq5zm2GASu8iyzJvbVVacJaOT++TScELRiiJ23UF9WeWS3CY4NAXyvOR/UhSYLLSrs7ed5QF+ffYXLWZ4pZiQnQh/WaR+0O8LS3UP/ccAHF334VoDExrX1O1lYItSuXChAu7Xm1bWXCIpqpKdAYjgyZOOeE9Z+tCtK2iIFAYB0eDAO5qG55GR+fOCQ1lwU/vBmDnl59QtGNrb4aooqKi0i9pkxOrc5QjiBFEmqtJGOtbA9SEoWMJczrbE7dBdXYi9VrqzE72lDf7dK5zlXe3K+veC0cmExTAjdY2NKLA7MHK/c/KM8klHPxUeRw0H/SB8Qk4I1lzITpLMSlrK6Zopa3adnb6bGKDYgMRXZepf0rpFou84gq0sf6L2eXwsH+tcj/c1WrbQ9+tAWDg6HEYQ0LbX3ccaQbAkB3pixC7RFtHmLvcgtdy5u6upOzBjDlfue/59oWncNltvRqfSt9GTdyqqHwPZ+vFvMFZjVt2oSOWhiQzwbreaWkW9XoMOhNexHYH3QsilC+Xr/ZX4/SoRgy9zZbiRg5WmTDqRC4bkxLocDokJyGMnIRQXF6JFflnaBU8+Cl4HBAzCJLH+CdAX5A2ATJngeSBdU+c8NZbh94C4KKsiwjR9dFF+hloeOEFpJYWDIOyibjkkoDFse2LY8gyZIyIJSGj66YMbdW2OZOmoTce1xmTXF4crVUMhpzAGsdpQnToW//f7Ac6X3WbOWZ8+wL562efxNyo6imqqKiofJ82U586RxmCJgHRVUL2oAk+nUMQRfQGGyZ3E06vDTywJE35XvlK9YDoMSbHcXmwJeM7b/TU28xplUs4rSTGCTIJF/shqm4iiserbrc+D5Ii/+D0Ovms6DMALh90eaCi6xLWLVuxbd+OoNMRc+tP/Dr3gfWVOKxuIuKCGDgqrtPnybLMoY3rAMidOuuE19v0bY1ZkT6MtHNowvXokpT7GEdhc6fOmXbVjwiPS8BcX6d2hJ3jqIlbFZXv0bYLV2s/BoKRCGsLwpCMXp0zJEOHqE2j1q5UGSa3eEgIN2B2eFh9qJPuqird5uUNxQBcNiaVyGB9gKM5NRcMVzTIvjiTXMKO1i/1UVdDH6wePi2zfqk87n4TmhTd52Mtx9qdd5fmLg1UZD3CXVVF42uvAxB3//0ImsBUtzRWWincrtwQTeiGtq3b6eDwxvUA5M08scLKWdgEHglNlAFdYmC0e79P8HBlgW/f17Vr6PRrbyQ+IwuH2cSX/3kCr8fTG+GpqKio9Dtkt9RuqlPnKEPUJtIUUkZauO+TfyEZegRNAnUOpTJ0QbiS7Ph8T6Uql9BDPt1d2SflwWbkxKEVBYrqrByrt3Z8UOUuaDgCWiMMWuDfALvKyKtBHwb1BVC0EoBvS77F5DKRFJLUb/wa2qttr7wSXWLiGY72HR6Xl93fKvfGY84bgCh2/p6msuAQprpadMYgMseOb3/d2+Bo92LQd6N4wRcYB7fKJXRC5xYUE90Ft94FwO7lX1C8a3uvxabSt1ETtyoqrciy3F5xW+M4hqhNIdJ0jPipC3t13oxZk9AJ8dS2GpS5ihq5ZJSSpHt3W+npTlXpIaUNNr5prWC9cUpGYIM5AxeMUBZL6wvraLador2mej+UbwVRC6P8q0HlE9InQeZspep2vVJ1+2r+q8jIzEydSWZEZoAD7B51/3kK2eUieNw4QmfNClgcmz8pAhkGjowlLj2sy+cXbN6Ay24jPC6B1CHDTnjPnq8sQIOGxvQJuZGgYbEggKvUjKepc3IJAFqdjgvueQidMYjy/P2sea1jYxEVFRWVcw1XmRm8MjaPFYunGR1RWJIciILvbyfTJ49EI8a1yyWkWTyEGbRUtjjYWao6rPeEd7cpyfAl49L6xPd1G+FGHRMGKkmtFaequt3zjvKYuxiMgUm8dRpjOIy9QXm+7gmQZd4//D4Alw66FI0YeImKM2HdshXbtm0BqbY9uLEKm8lFaLSBwRO7ljA+tEEp+Bg0fhI6vaH99TZtWX16eMC8GIy5rQa6h5qQPZ0zIh8wYhSjz1O8QL565p9Ym9Vr4LmImrhVUWnFXWVFsrhxSR4aHJWI2lQkzxHycmf06rzZMy4gyuqi3lGBW3IiWb1cnaboB60tqKOy2d6r85/LvLpJaRufPiiWQQldT2T5k+z4MIYkheP2yny29xRVtzteVh5zL4CwwJtNdIv2qtu3qK/ayadHFC2zG4fdGMCguo+joICWZcsAiP/5AwG7Sao80kzxnnoEASZdktWtMfZ8+yUAI+YuRBCPLx9kScZxSJEkMA6N6XmwPkATrkefoZhY2Pd1TfIgOjmFRXc+AMDu5Z+zd+XXPo9PRUVFpb/hPNoMQL2jDNAQYbOjHZrdK3NlTzuPULeuveLWc6yFhUOVdc2neyp7Zc5zgQOVLeyraEGnEbhsTGqgwzmJBa2/4w67yzwu2P+B8nzk1X6MqgdMvhM0BijbzKED77CzdidaQctl2ZcFOrJOUf/00wBEXnmFX6ttvR6JncuVgqYxCwag0XY+ZSV5vRRs/g6A3KkzT3jPfqi1yCA3cJJe+vRwxFAdssOD82hLp8+bce2NxKVnYDe18NXT/0CWOpf0VTl7UBO3KiqtOFov5jWOEiS8aMREaiKPkR3ZO4vSNrShYRg19chCENX2YwBE19iZlBmNJMN7rQYCKr6l0eri7a1KRfNN07reNh4IrhirLLI/2FF+8ptOC+x5V3k+tn8mOQFInwhZc0Dy8NaqX+CSXIyIG8GY+H6k19uKLMvU/PnPIEmELVhA0KhRAYtj44dHABgyNZnopK7rBNccPUJV4WFEjZbhc05sT3SVmJCsHoQgLYaMzjv+9jbBI5QNMFsXE7cA2eMnMWXJtQCs/N9/Kcvf59PYVFRUVPobbZqMNY5jCNokIswVJEya1ytzGaPjCPXYaHbV4pKcyG64PFVJtny5rwqPV01adIdXNx4DYEFeItEhfU8ebNHwJAQBdpU2U970AyOmIyvA1gChCYonQn8gPAnG/AiAN3f8G4D5A+aTENL3iyusW7di27pVqbb9iX+rbQ9vrsbS5CQ4XM+QqUldOrd493ZsLc0EhUeQPnxU++uSy9u++dRW9RoIBFEgKE8pcrDv7/z6VKvXc8E9D6HVGyjZu4uNH7zVWyGq9FHUxK2KSittidtqW2Grvq0Ne3aUX1pZwrN1iLo0qmxFANgPNXD1BMU9871tZXhVPS+f87/vjmJzeRmWEs6snM4L3geSi0cloxUF9pQ1U1hjPvHN/R+CywzRmTBwZscD9Bfm/x6bIPKOU3GSvSnvpj7VztdZzCtWYNu0GUGvJ/7BnwcsjqO766gpNqHVi93StoXj1bY5k6YSHBF5wnv2fKXaNig3GkHTd35PbXIJ7jIznoaudy5MumwpOZOmIXk9LHv8D9QeO9oLUaqoqKj0fSSHB1eZCYAauyInJnuKGZo9rdfmNEbbQBNLXasHxBAnxIbqqbe4WH1Y9YDoKnVmJ8t2KdXKN/fRgoX4cCMTW+USvvhhd9met5XH4VeCRuvnyHrA1Hto1Or5UlLW7dcMuSbAAZ0ZWZape/JfAERccTm6pK4lT3uC5JXY8fUxAEYvSEer69p9+P7V3wIwdMYcNNrjnxPnkWbwyGiijWjjA+vFEDRMKSyw5zcgd+EePyY1nXm33AHA5g/foXDLxl6JT6VvoiZuVVQAr8XVbrhQZStC1KYT3XKEsHH+EY7PnDMDgxRFlV0xynKXW5k/IJrIYB2VLY7TO6yqdJkWm5tXNyotOHfOHtRvkoKxoQZm5yquux/s/EHVbZtMwtgfK262/ZnE4byfOwOzRmSArGFWSu/KlfQGktNJ7V8fByD6xhvRpwXGudnrldj0sbIhNGpeOiGRhjOccTIOq4WD3yl6YSMXLDrhPVmW26UIjEMD13rWEZowPYbsSACsO2u7fL4gCJz3s/tIyc3DZbfx4Z9+S3ON6miuoqJy7uE82gIStLhbsHpaELUpNIQWMzCi9xKA8aNSEDUpVLetjQsbuby1vV/1gOg6r28uweWVGJ0eyZj0wFUcnonFIxSfj8/2fk8Sw9YIBa2yRf1FJqGNyHQ+HDQJlyiQh4GRcSMDHdEZsaxejX3nTgSjkdjbbvfr3AXbajDVOzCG6MibntKlc63NTRzduQ2AYbNO7AZoK9AyDo4K+H2fITMCwahVJBpLTF06N2/mXMYsuhiAr57+h1pUcA7Rz+/uVVR8g+NQE8hQ46rH7rUg6gYQbC0ke8L5fpk/Y+pCYqx2HF4LTU4lMSAXm1g6Xqm6/d93xX6J41zh5Y3FWJweBieEtetp9RfablqW7ao4XoldukVx2tXoYdS1AYzON9jcNl6SlQXWTfW1aA5+EuCIuk7jyy/jLi9Hm5BArJ8NHb5P/vpKWmrtBIXpGD0/vXtjrFuFx+UkNj2DlMFDT3jPVWbG2+xE0IvtTrl9iZCxyt+3bUdNl6oa2tDpDVzy0MPEpWdga2nmgz/+GlNd15PAKioqKv0ZR6FihlNnLwIEwpwijgGGXu1KG7LgYkI8hnYZMWeJiStbk3qrD9dRY+q88eS5jsPt5Y3NSsHCLdP6ttHr+cMS0YgC+ytMHKu3Ki/ufRe8LkgYDonDTj9AH8MtuXkHpTjo2roKhKJVAY7o9MheL7X/+AcA0ddfjy4h3m9zez0SWz9T7nlHzU9DZ+ja9SV//Wokr5ek7MHEpg1of12W5T6hb9uGoBEJai126IpcQhszr7uJ9GEjcTsdfPSXR9R16TmCmrhVUYF2Y51a62EANJpUKsKLGZ7gn11RTXAwBkMjghhDpV3ZOXMcbOSGKQPQigJbihvZX9F5AXOVU2N2uHl5wzEA7pqbjSj2j2rbNubkxhMVrKPG5GR9YWur4Kb/KI8jlkBIbOCC8xHvF7xPo7OZFG0oF1qs8M3D4OjajnQgcVdXU//c8wDE//zniCFd15T1BQ6Lmy2fKdeT8RcMRB/U9dZCSfKye/nnAIycv+ikKgX7HuUzaBwSEzCH3tMRlBeDYNTgbXZ2yQTi+xhDQrnsV78nMiGJltoa3n30F2rlrYqKyjmF80gzANX2YwiaeCJNJRhH9u4aOSJ7CBF2CxZPExZ3M0gCKRYv4zOi8Epyx3r/Kh3y8a4KGq0uUiKDWJjXtwsWYkINTMlSNEA/31sJsgzbX1LeHPfjwAXWTVaWrKTW0UCMaGChxQYrfgd92FiqZdknuI4UIUZEEHPLzX6dO/+7SswNDoLD9YyY3bVONVmW22UShs2Zf8J77korksmFoBMxZEb6KtweEZTXKpdwoAFZ7lphgajRcOH9vyQ2bQDWpkY++NNvsZnUPMHZjpq4VTnnkd0SjoJmAKpsRxDEaCItDdRkGYgw+M9oJ3pEFKJuIJU2xUTIcaiexGADi0coukJq1a1v+O/aIlrsbrLiQjh/mP80m3yFXity8SildejdbWXQeBQOKok1Jt8ZwMh8g81t46X9ygL9p2PvRRc1EMyVsOqPAY6s89T+7Qlku52gMWMIX3xBwOLY8tlRnFYPMSkh5E1P7tYYRTu20lRViSEkhKEzZp/wniwdl0kIHtk3daIFnaY9NtuO7kvOhEZFs+R3fyYqKRlTXS3vPvoLGisrfBWmioqKSp/F0+TAU2dHkmVqHaWI2lTCTEWkTVvcq/MKgoAxxoYgxrTLJTgLGrmqtRvtrS2lqklZJ3B7JZ5do0gm3Tg1A62m79/+t937fLK7EvnYeqgvAF0IDF8S4Mi6hizLvHxAkTJbkns1ekMEVO+Dfe8HOLKOkRwO6v6jFIPE/vSnaMLD/Ta32+ll+5fHABi3KKPL1bZVhYdorChDqzcwePKJEmttMgmG7EgEXd/4/BtzIhH0SmFBV+USoLWo4JePEhYTR1NlOR8+9lvs5v5T5KLSdfrGJ1dFJYA4CpuQXV7MkoMmVzWibgBRzQUYx4/1axx5F11GqDuYRmcVNo8Z2Q2OI03c3NrS9NmeypMdVlW6RFWLnRfXK4v//zsvF00/q7Zt45qJyk3LN/k1WNf9B5Ahex7EDwlsYD7gvcPv0ehoJDU0lcU5l8HifypvbH0eyrcHNrhOYN26FdMXX4AgkPDrXwVMR6u+3MKBdUpicfqSHMRu3qjt+PxjQKm21RuDTnjPVWLCa3IhGDUYc/quXl5wq1yCfX89ksPT7XHCYmJZ8ru/EJ2ciqWhnrd/+yAVhw/6KkwVFRWVPklb0qPWWYVbciLq0mkyFjEseUyvz50wLg1Rl94ul+A4WMviEUlEBeuoaLbzbb7qAXEmPt5VQWmjjdhQffv6sa9z/vAkDFqRwloLzeuUDiZGLAGj/xKJvmBT1SbyG/IxaowsHX4jTLtXeWPl78FlDWhsHdH05lt4qqvRJiURda1/TdT2rSnHZnIRFmNk6LSuFxvs/kYx0R08eRqG4BPNx9qKDIKGxvQ8UB8h6DQEDVPisXXDhwGUdenlv/o9QeER1B4r4v0//FqtvD2LURO3Kuc8bRfzEsshAERdBsGWA+ROvcyvcUQPG0O0rRYEA+Wtkg32/fUMT41ganYMHknmmdYdc5Xu8cTyApweiQkZ0czvZ9q23ycnIYxJmdGESmb0e99SXjxLqm3bKhNuHXErOlEHWbNbjShk+PRu8LoDG+RpkFwuqn/3CACRVy0hKC8vIHHIssz6dwuQZcgaE0/K4O4lVasKD1NxKB9Ro2X0wpMrq2ytMglBQ2MQtH13OaFPC0MbF4TslrDv7bqW2PcJjYrmqkf+QmLWIBxmEx/84dcUbNngo0hVVFRU+h72g0ritsZ2GNAQ5AmhMtlCQkjvr6OGLLiYUHcwtfZjSLIXT5MXTYuLaycq+pUvbVC70U6H2yvxn1WFAPx0RhbB+q5LJgWCcKOORcOTiKWFsGNfKS+OuymwQXWD/+37HwCX51xOtDEaJt0OkelgKoe1jwc4uhPxNDVR/7ySJI+7805EQ9fNbLuL0+Zm53JFg3nChQPRdHFNaWtppmDTegBG/WC96q6z4a62gigQlNd3ErcAwWNafRj21iO7u9c9EJOaxlW/+zPBEZHUlRTz/u9/hbW5yZdhqvQR+u6dloqKH5A9EvZ8Rd+2xrIf0KGXoyiJLmVcygS/xiIIAsEpdkRtBuW2AgAcB+qQvRL3zM0B4P3tZVQ02/0a19nCgcoWPtql6KH96oIhAXcU7SnXT87gOs0KdJIDKT4PMmcFOqQe887hd45X22Z9b+G14DEIiobaA7Dub4EL8Aw0vPACruJiNLGxxN9/f8DiOLKjlsrCZrQ6kSmXZ3V7nO2t1bZDps0kNPrExa7slrDtVhK3waP9Z1zRHQRBIGScsji2bK3qspbYDwmOiGTJb/9M5tgJeNwuPvvHn1n/9qtIXq8vwlVRUVHpM0hOD86iZgAqbEWI2mSiTMdgSIZf5g/LzCHS3oRb9lLrKAPAkd/AjyYrHhDbjjWxt7zZL7H0Rz7aWU5Zo53YUD3XTRpw5hP6EFeOS+UqzWq0sgcpZRwkjQh0SF1ib91etlZvRStouWHoDcqLuiA4vzVhu+kpqD0UuAB/QP1TTyO1tGDIySHikov9Oveub0tx2jxEJYWQMyGxy+fvW/UNXo+HxOwcErMGnfBe24a9ITsSMVjnk3h9hSEzAk2EHtnhwd7qt9MdYlLTueqRvxAaFU19WQlv/eYB6stKfBipSl9ATdyqnNM4CpuQnV6suKh3ViDqBhDTdIS6QeF+1bdtI2v+ZPRCAvWOcpxeK5JDxnm0hQkDo5mSFYPbK/PM6iN+j6u/I8syv/8sH1mGi0YmMyotMtAh9Zj5WcHcqlPagnalXQ/9PBHd4mzhxX0vAnDbyNuUats2QmLggr8rz9f9DUq3BCDC0+MsLqbhv88BkPirX/pVF+z7uF1eNn6oXCPGnDeA8JigM5zRMc011RRu2QjA2MWXnvS+Pb8e2eFBE2nAkBXZ7Xj9RfDYBNAKuMstuMrMPR5PZzRy8QO/Zswi5eZm67L3+fBPD2Nrae7x2CoqKip9BWdhM3hlmr0WzO4GRO0AopsOkzjtfL/MLwgCwYk2RG0qFValctS+r5qEcGO7Duozq9VutI5wuL38e6WyHrhtZhZBfdBA9HRMSgvlJt03AOxMuCLA0XSdtjXt4qzFJIV+z1Nj8PkweBFIHvjiAcV8LcA4CwtpeucdABJ+9UsEjf8+K5YmB3tWKJsyky7K7LJptOT1sudbpSp71IKTfSXavRhG9D3zZkEU2osfuiuX0EZ0cipLHvkLkYlJmOpqefvhBzm2e4cvwlTpI6iJW5VzmraLeZFFWQxqdNnENOYTOmlyQOIZOO9i4kxWZATK2xaoe5WqtnvmKjuI724ro7i+7+ki9WU+3FnBluJGjDqRBxcODnQ4PkG340UisFAkJfHn0qGBDqfHPL/3ecwuMzlROSzO7MDwZNhlMGIpyBJ89BNw9jz55itkWab6kUeR3W5Cpk8n7Hz/3NB2xLbPi7E0OQmLNjJ6fve17LYuew9ZlsgYOYa49IyT3rduV3QFg8fEI/QDrWhNqJ7gEYpJmWVjpU/GFDUaZt/wEy645yF0BiOl+/fy2v/dzdGd23wyvoqKikqgaZNJqLIonWCiLh27cIhRg2ef7jSfMnD2GLSaZCptyrrYVWbDa3Fxx+xsBAG+PlDNoWrVlOeHvLShmIpmO4nhxnZpif6EuP99YmimUo7mX9XDAx1OlzjSdITVZasRELhpWAcSD+f9BbRBUPId4q5X/R/g95BlmZq//BW8XkLnzSVk0iS/zr952VE8bomk7AgGjup6crVo51bMDXUEhYUzePL0E947QSahD+nbfp+2xK3jcBNea8/k4KISk7nmj38nJTcPl93GR399lK2ffIAsqSaOZwNq4lblnEV2e7EfUNoS6ky7AQFRNxDReZChEy8KSEzasDCCQ2oRtWmUWhXTG9veamSPxMTMGGYNjsMjyTz+dd9prenrNFpdPPZFPgD3zsshLTr4DGf0A5wW2PgUAM9Il7K9zMyu0v6rZ1RuLuftQ28DcP/Y+9GIp9jpX/Q4RKRDcwma5b/oE1UKAC3LPsG2ZQuC0Uji734bQEMyM7tbqxZmLM1B283qGlNdLQfWrgRg0mVLT3rf0+zEeaQZgJCx/UcrOnSKYnZh31eP1+zy2bi5U2Zw7Z/+SXRKGtamRj7+66N8/cyTOKwWn82hoqKi4m9kr4zjoLJOrrYdBsFIiEPiWJKZQVGDznC27xi04FKirB5sXjNNzhpAwHGokZyEMBYNUyoZ/7NS7Ub7PnVmZ3sl8kPnDe531bbIsiIlALziPY/1R1v6VdHKf/f+F4B5A+YxMGLgyQdEDYA5vwFAXPE7gp11/gzvBCxr1mDdsAFBpyPhoYf8OnfNMROHt1QDMO3KQd1aP+/84hMAhs1ZgFavP+G9NpkE46C+J5PQhi4hBF1KKEhyj6tuAYLCwrniN39k6Iw5yJLE+rde4cM//07VvT0LUBO3Kucs9gMNyE4vFtFFvbMcQZtMmLWOAwPMjEkcG7C4BswajFY7kDpHGQ6vCdkptDv6/mrREEQBvtpfzfZjjQGLsT/x5y8P0mRzk5sYxs3TOlg89Ue2vQD2RojOQjNCaR/779r+2yr4713/xi25mZw0makpU099oDECLnseBBFx37sMaFjtvyBPgae+ntq//hWAuDt/hj41NSBxSJLM6tcPIUsyWWPiyOhBS9iWZe8heb2kDxtJSu7J1dy2nTUgg35gBNpuSjEEAn1qGPr0MPDKWLdU+XTsmNQ0rvvLk4qshCBwYO0KXnngDvLXr1YrHVRUVPolzqPNSDYPdtzUOcoQdQOJaS7ANSwNUfDfLaQ2KooQTSOCGE6Fra0bTemcuGtuNgBf7q+ioKbvdOIEmn98exiL08OI1AguGZUS6HC6zpEVUHcI9GFUZi4B4LVNxwIbUyc53HiY5ceWIyBw28jbTn3gpNshfQqC28qo0heVjjI/I7tc1P5FWcNG//gG9Ond79Tq8tyyzIb3lb/nwRMTiR/QdYmxqiOHKT+4H1GjOclEV5ZlbK1dq0HD+55MwvcJadX1tW7puQ8DgFan47w77mP+rXeh1Rso2buL1x66i8ObvvPJ+CqBQU3cqpyzWFt3tQ5ZDgOg0WUR27CP5mGJhOnDAhZX7iXXEGt2IgPFZqVS1Lq9AoCchDCuGq98qf7+83y8knrxPR3fFdbz/g7FkOyxS4ej05wFlzyHCTb+R3k+40FunaUY132TX8OR2v5X4Xeg/gBfFX+FgMB9Y+878wkDJsPc3wEwovx1hIrA6TfJskz1o4/ibW7GMGQI0TfcELBY9q8tp7bEjD5Iy/Srcro9jqm+jv2rVwAw+fKrT3pflmVsOxSZhDbDr/5EW9WtZUsVsse3N0k6vYFZP7qZpY/8laikZKxNjXz11N95++EHqSxQuyRUVFT6F7Y9StKj2FqIjIxGl0lk02FiZp7n91hih4Uj6rLaE7fOIjOSy0tuYjjn5SUiy/DPbwv8HldfZF95C+9uU7pvHl48tMuaoX2CDf9SHsfewJJpwwD4YHs5VqcngEF1jqd2K5XC52WcR07UadZjogYueRpZF0yc5SDilmf8FOFxGl59FVdJCZrYWGJ+epokcy9QtLOOqqIWtDqRSZdkdmuM7Z9+BMCQabMIizkxOeuusOCpsYFWJCivbydug0fFIxg0eOrtOItafDKmIAiMmLuQa//0D2JS07G1NPP5k39h2eO/x1TX88peFf9zFmQxVFS6jtfkxFmotAxUNygGPBp9DtENe0iac2EgQ0MXH0+4rgJRm0qJ5QAAjoJmJJuie3Pf/EGEGbTsLW/h9X6y+xwImm0uHnh/NwA/mjSAsQOiAhuQr9j4b7A1QEw2DL+S7Pgw5g9NQJbh+XX9q+pWlmUe36a46y7OXMyQmCGdO3HqPUiDFyPKXjQf/hgsgVmAmL74EvO3K0CrJfnPf0LQBaYNy9zoYPOyowBMvjSLkAhDt8fa+skHSF4PaUOHkzp02EnvO4ua8TQ4EPQagob17YVwRwQNi0UM0yOZ3dh2987nJiV3KNc//hTTll6PzhhE1ZHDvP3wz/n4r49SWXCwV+ZUUVFR8SWyV2qXE6sx7QFENJo0mg0FjMyZ5fd4hi2+kBB3OM2uWqyeZmSviOOwso6/d/6g9m60rcXndjeaxyvxfx/uRWo14x2fER3okLpOyUY4th5EHUy6nWnZsWTGhmB2evhoZ3mgozste+v2sqZsDaIgcvuo2898QnQm3nl/AEBc/Uco29q7AX4Pd0UF9c88C0D8Aw+gCQ3x29wet5eNHynyJqMXpBMaZezyGE3VlRRu3QTAuA5MdK2tRQZBeTGIQdoeRNv7iAZNu9atrzvCYtMGcN2fn2TS5UsRNVqO7tzGy/fdxrq3XsFh6X8FP+cyauJW5ZzEtqsOZGg02LF6mhE0SQQ5XZRGVzI51/+VBD8kbXomGm0mLe56TO5qkMT2do/4MCMPnZ8LwBPfFFDVYg9kqH0SWZb59bL91JicZMaG8KtFnUwI9nVMVe3atsx7BDTKQuT2WVkAfLyrol99Hj4/+jk7a3cSpA3i7jF3d/5EQcB74X8wG5IQzFXw1lXg8q/2maeujpo/KIvt2Dtux5ib69f525BlmfXvFuB2eknMjCBvWnK3xzI31rN/1XIAJnVQbQtg2agsKIPHxiMa+plmHiBoRcKmKW2j5rXlyL3UtaDV65l46RJuevI58mbNQxBEju7cxtsPP8j7f/gVR7ZtRvJ6e2VuFRUVlZ7iPNKMbPfgED2KTII2hUhzBYUD3AyN8b8hauSoccTaakEwUmpROhjsW5UNy9zE8O91ox1AOoe70V7aUEx+lYmIIB0PL+6nxrVr/qI8jr4OIlIRRYHrJyvmaq9uKunTrd5P7VLW6BdmXtixtm0HyKOvpzxyEoLkgfdvBJt/Nh+qH/sTst1O8PjxRFxysV/mbGPXN6WYGxyEROgZvaB7xnk7Pl+GLEsMHDWW2B+Y6MoeCXtrx0B/8WIInaToddsPNOA1+c6HAZQ16dQl13H94/8mdcgwPG4X2z75gBfvvplNH76NzeSbKl+V3kVN3Kqcc8iyjHWnsguX37gXAI1+MHH1eygYpCc3OjAJmO+Te9k1xFk8gMhRU6tJ2ebj1ZTXTkhndHokFqeHRz49EKAo+y7Ldlfwxd4qtKLAP68a1f9MGU7Fmj+Bxw5pEyH3uJbTmPQoJg6Mxu2VeX7d0QAG2HksLgv/2PEPAG4dcSuJIYldG8AQxpbM+5CDoqFyJ3z4E5D8kwiTZZmqRx7F29KCcehQYn/yE7/M2xGF22oo3lOPKArMum4wQg9aIjd/8A5ej4eU3DzS8k52cPY0O9qNakIndz9BHGhCJiUiGLV46uzYD9T36lyhUdGcd/u93PjPZxk2ez6iRkPp/r188sQfeeHOm9jw3ps0Vlb0agwqKioqXcXWaupTZC9GRkbUZRLTsB/vsAx0ov+7SwRRJDzTi6jLpNSqyIjZi2xIDqV1/oEFOYQZtOyvMPFhH6/K7C1KG2z8o1Uu4teLhhAX1v3um4BRuhmK1yrVttPvb3/58rGphOg1HKm1sL6wd7+3u8vWqq1sqtqEVtCeXtv2hwgCe9JvRI7OBFM5fHATeHtXEsK8ciWWVatAq/W7qW5LnY0dX5UAMPWKQei6UQRgM7VwYI0i6zX+ostPet9xqBHJ5kEM12PIjuxRvP5ClxiCfkA4SDLWrb6tum0jJjWdJb/7M5c89DCxaQNwWq1sfO9NXrjjRr59/ilqiov69MbIuY6auFU552jTvJE1ArX1SouFRp9DbP1eDFPGBcwR/vvok5OJ0FUg6gZSYs1HliVc1eCuV6opRVHgz5cNRysKLD9Qwxd7e+cC3x8pqDHz64/3A3D33EGMTIsMbEC+ovYg7HpDeT7/D/CDz+nPZisGHW9uKaW6xeHv6LrMs3uepd5ez4DwAVw/9PpujWE1JuK98nXQGODwF/DV/ylOxL2M6bPPsKxcCTodSX/+c8AkEqzNTta9o9ykjbsgg5jk0G6P1VBRxr7V3wAw7errO7wOWjdXgwyGrAh08cHdnivQiAYtoVOUygbzmnK/LFKjklJYeNs93PyvFxh34WUEhYVjaWxg84dv8/J9P+WVB+5gw3tvUllwEK+n72v4qaionL3InuMyCVWN2wAQdVlENO0jffbJLcn+YtglF2CU42h21WFy14Gkwb5PKcSIDTW0G5U9vvwwLa3yYucKHq/E/e/txuGWmJQZzZXjAmOU2mPaqm1HXQORx42ywow6rhyXBsBzfVAWTJIlntj+BACX51xOaljXfv4eTRCey14CXTAcXQ1f/6I3wgRAstmofuwxAGJuuglDdnavzfVDlC6xQrweidTcKLLHxXdrnJ1fforH7SIhcxCpQ08uNGiTSQgZHd+jggZ/EzpZWZtaNlchu3vHrE4QBLLGTuRHj/+bRXf9nITMbDxuF3tXfs0bv7iHVx64g80fvUtdSbGaxO1jqIlblXMO69ZqAKoMLbglJ4I2Bb1HxqopYuTkKwIc3XFyFo5Ar8nC4bVQ41CqKK3fHV+s5CaGt7fI//KjvVQ0958W+d7C7PBw2+s7sLm8TM2O4Y7Wn0+/R5aVRZwsKZW26RNPOmT6oFgmZETj8kg8tbowAEF2niNNR3jz4JsA/GLCL9Br9N0eS06bCJc9p/zHthdgxe96NXnrKq+g+veKRELcHbdjHNx9I7CeIMsyq988hNPmIS49jDHnda/VrI3v3n4NWZLIGjeR1Ny8k+dzS1i3KRtE/bnato3QqSkIOhF3hQVnYbPf5g2Pi2fmdTdx67OvcsE9D5ExaiyiRktDeSmbP3ybtx9+kKduuooPHnuY7955nUMb19FQXorXc24lIVRUVAKH41AjssODS+ul0VGOoIkn2OWhKL6WSVlzAhZX/JQZxJkbAQ0lltZutE3HDclumJJBZlwIdWYnj32ZH6AoA8Oz64rZXtJEmEHL364Y2SeKULpM8TolaSlqYfoDJ719y/SBaEWBDUca2FPW7P/4TsPnRz/nYONBQnWh3DHqju4NkjAMLnsBEJT17JbnfBpjG3VPP42nsgpdSgqxt/vXkKx4Tz0l+xsQNQIzluZ063NqN5vY9fWnAEy89MqTxvCaXe3618H9RCahjaDhsWgiDUgWN7ZdvevfIYoahkybxbV/+idXPfIXciZPR6vT01hRxoZ3X+e1h+7iuduu58v/PMHOrz6l/OB+nDb/ytKpnEjfVmpWUfExkt3TfiHcW7EeAI1+CPF1u9meK/CzlCmBDO8EBl66hIRlT1ISZKCwZTeJQdnYdtQQccFQBJ2y53L33EGsK6xnT1kz972zm7dvnYSmH+0s+hJZhv/7aD9H660kRxj599LRaDVnyd7UwU/h6BqlsnTBHzo8RBAEHliQw1XPb+bdbWX8dEYWadF9rypSlmUe2/IYXtnL7LTZTEuZ1vNB8y5VNMG+uF9xItYGwexf9nzcHyB7PFQ+9BCSxULQqFHEBFAi4dCmKkr2NSBqBeb+eAiaHnzWKwsOcmTbJgRBZPrVN3R4jG1vHZLVgybCgHFITLfn6itoQnSETEjEsqES04oSDIMi/Xqjq9XpyJ0yg9wpM3BYLRzdsZUj2zdTlr8fh9lEyd5dlOzddcI5QWHhhEbHEBQWhlZvQKvTK1q6ly0lOjnFb7GrqKic3Vi3K9VqBfYjyMho9TnE1u9n92Aj14ZnBCwuQacjItWJ2JJJqeUgw6Nm4KwU8ZpdaML0GLQaHr98BFc+t4n3tpezeEQyM3LiAhavvyg2w9NblAKPP1wyrE+u/c6IJME3DyvPx94IUSdvRqdGBXPRqGQ+2lnBs2uK+O+Pxvo5yI6xe+z8a+e/ALhl+C1EG3tgCDdkseJhseJ3SsFGZDoMPt83gQL2fftofPkVABJ+82vEoCCfjX0m3E4v699VNlpGz08nKrF7Zmg7vvgEl91OXEYm2eMnn/S+dWs1SDL69LB+1x0maERCp6bQ8sVRzOvLCR6X0OsVw4IgkDpkGKlDhuG02SjcupGCzd9Rlr8Pa3MTB79bw8Hv1rQfrw8KJjw2juCICLQGIzq9Aa3BwMLb7umfG0b9iLMkq6Gi0jmsO2qQ3RJSpIaW5v2AFo1+MPG127GNyyRcHx7oENvRREYSFVOHRjeYKvtRXN4mJLce++6y9mN0GpF/Lx1FiF7D1mONPLXqSAAjDiyfl4l8e7AWvUbkmevGEhPaD7W9OsJlg69/pTyfeg9EZ57y0ImZMUwfFIvbK/OvlX2z6vbDwg/ZXrMdo8bIQ+Mf8t3A42+GhX9Wnq/9C6z8vc8rb+uffx77zp2IISEkP/E3BG1g9j7NjQ6+e0/5/U68MLNHEgmyLLPuzZcByJs1j5jU9A6PsaxXNANDJiUhaM6OhVnYzDQEnYir1IzjUOCcyI0hoQydMYeL7v8Vdzz/Bjf87Snm3nQ7w+cuJGnQYHRG5cbKbjZRV1JM6f69HN25jYItG8hfvxqnTXUFVlFR8Q1eswtHgXI9PFajFDiIuhxiGvZhmDw24DfmIy6eh0FMx+JpptFZCYjYthxf74zLiOaGyRkA/PKjfZgdZ3e3QoPFySsFGrySzMWjkrlkdD/dxDvwEVTtBn0ozPy/Ux52+0ylk255fjVHavvGd9+rB16l1lZLckgy1w29rucDTr1HMWaTJXjvBiha3fMxAcnloupXvwZJIvyCCwibPdsn43aWbV8UY2lyEhZtZOyijG6NYTeb2PmVUm07+YqrT7oeyd7j+rAh/bQ7LGRCAoJRg6fO7ve1qSE4mGGz5nHZLx7hZ/97hysf/hOTLr+azLETCI2JBcBlt1FfVqKsRXds5fCm9RzeuD7g3w3nAmrFrco5gyzJWDcrF/N8h7LIE/XZGJ02XBQxfPbDgQyvQ4ZfcR5FbxVjZi+HzfsZHjkdy+p8gscf34keEBPCHy4Zxv3v7eHJlQXkJYczb2j/ag3pKW9vK2NFhbIP9dilwxh1tujaAqz/u2JWEJEO0+474+EPLBjM+sJ6PtpZzq0zMslJCPNDkJ2j1lbLP7YrhmR3jr6zyxpgZ2TyHeB1KZUK6/8Otga44B8g9tyczrZrF/VPPwNA4u9+iz41MPpxsiSz6rWDuBxeEjPDGTX/5ERrVyjasZWKQ/lo9QamLLmmw2Mch5twV9sQ9BpCJ3bRRK4PownXEzolGfPackzLSzAOjg64FpogisSmZ5zgkCzLMg6LGUtjA5bGBhwWMx63G4/LicflIjy2expxKioqKj/EtrMWJLCGuLG6GxA08eglHWZtAaPG/zTQ4RE3cy7xT2+iJMhAsfkA0YZkbJtLCJ07tD1x8ODCwaw4WEN5k51ff7yffy0ddVYmFTxeiXve20uzS2BgTDB/uGRYoEPqHh4nrHxUeT71Xgg9dZX0oIQw5g9N4Nv8Gp5Zc4R/LBnllxBPRY21hpf2vwTAvWPvxaDxQdGIIMDiJ8HeDIc+h3euges+hAE96wpt+O9/cRYWoomJIeE3v+55nF2gtsTE7hVK4dH0qwah66Zp9I4vluF2tFbbjpt00vuOQ414W1yIIVqCh8X2KOZAIRq0hE5Mwry2HPO6coxDogNy/dLqdKQPG0H6sBHtr7kcdsz19Zgb6rCbTXhcLtxOJ7LUO3q8KieiVtyqnDM4i5rx1NsRDCL5R74CQKMfRnzdDrblwOwB8wIc4cnEzltIYksJghjJUdMeZNmLqzEUd0XzCcddNiaVayemI8twzzu7KKgxBybgALDyYA2PfKZond09O6vdvOCsoPYQbPy38vy8P4H+zC0/o9IiOS8vEUmGP35xsJcD7DyyLPPY5scwu80MixnGdUN8UJXQEdPuVRa8CLDjFfjgRuWmoAd4LRYqH3wIvF7CFy8m4qKLfBBo99j1bSnlh5rQ6kXm3jAUsQeJRo/LxdrXXgRgzKKLCIvueJFrXqsstkMmJiIGB8aIrbcIm5mKYNDgrrZi31sX6HA6RBAEgsLCiRswkIGjxzFk+myGz1nA6PMuZPxFlxMSGRXoEFVUVM4CZFnGukPxgTjQvA9QzHvj6veyJxumpkwNZHgAiAYD8akONLpsSqwHkGQ3bksY7mP17ceEGLT8a+koNKLAp3sqeXtr2WlG7L/86ctDbCluwiDKPHPNKMKN/fT7eduL0FwKYUkw+WdnPPzOVjPeZbsqAl51+7ftf8PusTMibgTnZZznu4E1OrjiJcieD24bvLkESjZ2ezjHwYPUP/8CAIkPP4w2yn/rBq9XYtXrh5Almexx8Qwc2T35EqXa9jOg42pbAMvmSgBCxiW2ywr2R0KnJoNGwHXMhPNoS6DDaUdvDCImNY2MkWMYMm0Ww+csYMz5FzL2gosDHdo5Qf/9RKuodBHLJqXa1hLvRnZbQAxH1KaRULOdhjHJxAX3PR0sUa8nbXQ4GsNIHF4rNU5FG8jy5clf3o9clMekzGisLi+3vLqdBkvPklX9gXUFddz+5k4kGSbESdw5+9QyAv0OyQuf/EypIM05TzEl6yS/OD8XnUZgXUEdqw/3rrh9Z/m25FtWla1CK2h5dOqjaHxQBXtKxt0IV74CGj3kfwKvXACmqm4NJcsyVQ8/jLu8HF1yMom/+61vY+0CNcUmtnyi6NhNvyqHyISeaXft+GIZzTVVhERFM/GSKzs8xllqwlVsAo1A2LR+2oJ5GsRgHWEzlOrplm9LkL1q1YCKisq5iavMjKfWDlqB0op1gCKTEF+3E+uoNML0faODZ8TSxQTJSbglJ2U2ZV1s/WbLCceMHRDNQwsHA/DIZwc4UNl3kh++4JUNxby0oRiAa7MlsuO7L5kUUCx1sPavyvPZv+pUgcLItEjmD01AkuHJFQVnPL632FixkeXHliMKIg9Petj3VZFaA1z1OgycAS4zvH4pHPqiy8PIbjeVv/o1eDyELVxI+HkLfRvnGdi1vJSGcgvGEB3Tl3Tf0HfLx++dttrWXW9XzGYFCJmY1IOIA48m3EDIBKXDzbSiBLkXTZdV+g9q4lblnMBdb8dxsAGAjcfWAqDRDyXEVoNdU0bu7KsCGd5pybvpBmJsWkBDfpNiVmMrMuBtOdHZUacReebasaRFB1HaaOOGl7diOou1vTYeqecnr23H5ZGYlxvH0kzp7GqF2/wsVGwHQzgs/qfSOtVJMmJD+PGUDAAe++Ig7gAnoxodjTy25TEAbh5+MzlR3V+4dZq8S+Da98EYAeXb4PmZULa1y8M0vfkW5q++Bq2W5CeeQBMWmBtXl8PDNy8dQJJkssfGM2RKzxalpvo6Nn/8LgAzr70RfVDHN0vmNYq2bfCoeDQRZ4lu9A8InZaCGKrD2+Bo3+BTUVFROdewblGqbZvDrXhlJ4ImAb2kR+M4TO6sJQGO7jgRU6aRYKkCIYQi0x4AbMcMSA7PCcf9ZHomswfH4fJI/OTV7dSaHIEI1+d8ua+KRz/PB+D+edmMjOnHSZ0VvwNHCySOgFHXdvq0++cr68jP91ZxsMrUW9GdEpfXxZ+2/gmAa3KvITc6t3cm0gXBNe/B4EXgccC71yndZF2g/oUXcB48iCYyksSHf9M7cZ6Cxkor275UNhimLRlEcLi+W+O01Faze/nnAMy4+oaOq203VABgzIlCG23sZsR9h/BZaUrVbXHfqrpVCRxq4lblnMCyvhxk0AwMpqF0G6AkbpOrN/JdnsDcLB+2t/gYfUYGifoSNPpc6hxl2LwVyOixfvLNScdGh+h5+ccTiAnRs7/CxM2vbMPu8gYg6t5lzeFabn51O06PxNzceP511Ug0Z9PVrKEIVv1Beb7wMQjvusD+nXMGER2i50ithTc3l/g4wM4jyzKPbnyURkcj2ZHZ3DriVv9NnjkLfrIa4oaApQZeXgRbnuu0aZl9715q/qpUgiQ8+HOCx4zuxWBPz7q3CzDV2QmLNjLr2sE93qRY98ZLeJxOUnKHkjttVofHuKut7RteYTMDo+nrD0SDhvD5im64aUUpXuvZu+GloqKi0hFeqxvbHqVDZ0dZa4GDYRixDXvZnSUxM3NBIMM7AUGjIXVkcPu62O5tQJaN2FesOeE4URR48qrRZMaFUNni4OZXt2NzeToetJ+wrqCOe9/djSzDjyYN4LYZAwMdUvcp2Qi73wQEpUChC51YQ5LCWTxC2cD++zf+r7p9ef/LlJhKiAuK42ejzizv0CN0QbDk9eOGZZ/dA1//ErxnXqvY9+2j/plnAUj49a/RxvpP91WSZFa/cRDJIzNgWAw5E7rvv/LdO6/j9XhIHz6KASPHnDyXzY1tew0AodPPjvWqJkKtulU5kbMp1aGi0iFeswvrDuViftC+HwEQtRlohDASq7dSNz6VtLC+rYs6auk8jEIGAHsadwJgOahHtp6s7ZQdH8qrN00gzKhl27EmbnltG1Zn/16ofp+Pd5Vzy6vbsbu9zBocxzPXjUGvPYsuZZIEn96l7KxnzoLRP+rWMBFBOu5rrUj4+zcFAas0WXZkmSKRIGr58/Q/o9d0b7e928RkwS3fwpALQXLDVw/BG5efUTrB09RE+b33gttN2IIFRF1/vX/i7YDDm6s4vKUaQYD5Nw3F0EOd2bL8fRzetB5BEJlz422nTAKbVpSADEHDY9HF90yWoa8TMj4RXVIIssOD6dvAbXSoqKioBALrtmrwyBCro752LzIaNLrBxNfu5NjwSN+bifaQYddcTYQ7EoDClv0AWLbVnbQxGxGs4+Ufjyc6RM++ihbufGsXLk//lMRZW1DHLa2dZuflJfLIRXn9t9PM64YvHlCej7keUsd1eYh75+WgEQVWHKxhY1H9mU/wEWXmMl7Yp+jFPjj+QUL1fpCp0GjhoqdgxoPKf29+Bl67RJGaOAWS1Urlzx9UJBLOP4/wxRf0fpzfY9c3JVQfNaEzaph5TfcLDmqOHuHQBmUzacY1P+642nZLFbJbQpcUgiErokdx9yXCZ6WBtrXqtqAp0OGoBJizKNuhotIxlo2V4JHRpYawa4fSZqExjiKmYR9lMWYmzuxeYsyfxCxYQErzEQRNAmWWQ3jkJiQ5HNsnH3d4/LCUCF65cTzBeg0bjjRw7YtbaLa5/By1b5FlmWfWHOG+d/fgkWQuGZXM8z8ah0Hbi1qpgWDjv6FkA+hC4MJ/d0ki4YdcMyGdEakRmJ0e/hAAo7Jyczl/2foXAO4cdWfvtZKdCUOYUq1w/t9Aa4SilfDsZNj3QYfVt7IkUfl//4ensgrdgHSSHvtjwG6OGiosrHnzMADjFw8kKTuyR+N53G5WvPA0ACPmnUd8Rse60K5KC/b9DSBA+Lz0Hs3ZHxBEgcgLlZ+FdUsVrirrGc5QUVFROTuQJRnrZmUz85is6KhrdFnovBJ6+2FS5iwKZHgdYhycQ6K3AkGbwlHzXmTZg9uZinPjqpOOHRATwgvXj8WgFVl1qJa73t4ZcAmprrLyYE27PNiCoQn8++rRaHpgThpwtvwXavMhKBrmPdKtIbLjQ7lmgrI++ePnB/FKvV+RKMsyj256FKfXycSkib41JDsTggBzfqOsZ/WhUPIdPDcdjqzo8PCav/wFV0kJ2sREkh55xK/r2LpSM1s/UyQSpi/JIayb0gWyLLPuzZcBGDJtFgmZ2Scf45GwbFBMycJmpPbfzYwO0EQYCJ2sdF02f1mM7IfPuErfRU3cqpzVSE5Pu2ZhY1Q9uOzIYgSidiDJ1ZvYkCeycGDfW5D+EEGvJ3dqElr9MGQk8s17ATDv1yHbGjs8Z+yAaN68ZSKRwTp2lzWz5LlNlDfZ/Bm2z7C5PNz19i4e/1pJYN08bSD/WDLq7Kq0BSjfcVwi4fy/QNSAHg2nEQX+dOlwRAE+21PJuoJT78z7Go/k4dff/Rqbx8aY+DH8OO/Hfpu7QwQBJt4KP12naKnZm+DDm+G1i6Du8AmHNjz3HNZ16xEMBlL/9a+A6do67R6+em4fHrdE+tBoxp6f0eMxty57j8bKcoIjIpm29NRVxG1Vp0Ej4tAlhPR43v6AITOSoOGxIEPzJ0fUBbKKiso5geNQI95mJ0KQlu37WwscDHnE1+1gxyAvM3I6b47qT4YvHIZOm4tTslHqUL7HLasPdbghO3ZANC9cPw69VmT5gRrufnsXTk//kBJ7a0vpCUnbp67p551mDUWwSvE9YP6jEBzd7aHum59DmFFLfpWJD3aU+SjAU/NB4QdsqdqCUWPsHUOyzjD0IvjJKojNAXOV0kX2+X3gPN6Fafr2W5rf/wAEgeS//hVNhP+qUD0uL9++nI/klckcFUfu5MRuj1W0Yyul+/eg0WqZelXHhVa2XbVIFjeaCD1BI/wnBeEvwmenIQRp8dTYsLV2EKucm/Tjq76Kypmxbq5CdnjQxgaxdusyAHSGURhcLUQ25uOcMoSYoJjABtlJMm68niSTHYQQCht3ImPHI6Vgf/+VU54zOj2K9346mYRwAwU1Fi56aoNf24l8wZFaM5c9s5HP91ahFQX+cMkwfnPBEMT+XGnQEQ6TkkiUPJB3abclEn7IsJQIbmg1KvvNsv1+0zx+ds+z7KzdSbA2mMemPYamC9plvUrcYLhlJcz+jVJ9W7wOnp0CX/8KLHWYV62m7t//ASDxtw9jzA1MlbAsy6x69SAttXZCow3Mu2lojz/z9WUlbPn4fQDm3HgbxtCO2/tc5WYcBxvPmWrb7xNxwUAEvYjrmElpHVZRUVE5y2kz9XGlePE6TCCEIGoHkFS9hfy8IEbEjQhwhB2TtORyEk1mEAwcblT8K+yWoXj3re7w+Bk5cTx33Vj0GpGv9lfz45e20WLvu5rmXknmr18f4lcf70OS4cqxqTx9bT9P2kpeWHY7eOw9kgNrIzpEzz1zBwHwt+UFmHvRlLnSUskT254A4O4xdzMgvGfFFT0ibjDcuhYm/FT57+0vwTOT4MAy3DU1VP/mYQBibr6JkIkT/Bra5mVHaaqyEhSuZ9Z13ZdI8LhcrHlNkaQYe8ElRMSfrJEre2XMa5SEfejUFISzyvBEQQzWET5HWYu3fFOC5OwfG04qvufs+3SrqLQiOb2Y1yqO6O7BAtbqUmS0aPR5JFVvYX+GzOyJgdOt7Cq6+HgyM91ojaPxyC4KnQcAMB+KQ67ae8rzchLC+OiOqQxLCafR6uJH/9vK8+uKkPp4NZksy7y+6RiL//Mdh6rNxIYaePvWSfxo0oCzqg2mnS9/Dk3FEJEOi5/skUTCD3lgwWASw42UNtr469eHfDbuqdhYsZEX9iqLrd9N/l2f08ZDq4eZD8LPtkDO+UqyfPPTOB8dTeV9d4MsE3n1UiIvvzxgIe76tpSju+sQtQLn3TqcoNCeaQPLksQ3z/8Hyeshc+wEciZN7fg4WablK6W9LXhUPLq4s1vb9odoI42EL8gAoOWrYrym/i0xo6KionI63BUWnEUtIMKWY0rLtcYwlGB7HYKrmPQZCxGFvnm7qAkLIyNTQqMfQpOrhhapEtBi+WK94hfQAbNz4/nfj8cRatCy6WgDS/67idKGvteN1mBxcsNLW3l2TREA98wdxONXjEDX3xNTm5+Bsi2gD4OL/uOTte71kzMYGBtCvcXJU6uP+CDIk5FlmUc2PoLNY2N0/Giuyb2mV+bpEvpgWPQ4XP+Jcu/QUob87g1UXn8+3pYWjEOHEnf33X4NqexQI3tWKYnUOT/K7dHadftnH9FSU01oVDQTL7uqw2Nse2rxNDgQQ7SETEzq9lx9ndDJSWiijUhml2K4rnJO0s+v/ioqp8a+uRrJplTbbt73BQBa/RAEQU9K5XrWjdYwZ8DcAEfZNYbddi0x9iBAx/7q75AFJ245A/t7L3XYGtZGSmQQH9w2hUtHp+CVZP705SGufXELFc12/wXfBYrrrVz/0lYe/uQADrfE9EGxfHH3NMZndL+dqk+z41XY+y4IGrj8RQiK9OnwoQYtf7l8OACvbDzGxiO9V3Vda6vll9/9EhmZK3OuZFFmH5YiicqAa96B6z7EEzWSslVBSE4PwQluEkc1Qm3vJ7k7ouJwE5s/Vm7Wpi/JISEjvMdj7v72S6oKDqEPCmLezXeccvPDcahRuYnXCoTPD2A1SQAJnZKMLjUU2eGl+bOiQIejoqKi0mtY1yvakJpBIVQUbkdGQKsfSVL1FrYNFlg4rOOESV8h78YrCPPEAbC/bisA1pYxyLveO+U50wfF8e5PJxEfZuBwjZkL/rOebw70nQ6LdQV1XPDv7/juSD1BOg3/WjqK++bn9P+ihboCWNkqB7bwMYj0TUePXivy60VDAPjf+mIOVZt8Mu73+ajwIzZVbcKgMfD7Kb/vO11koFQu/2wLzPwF9QejsJXYETQSybM8CLX7/BaG3eJi5SuKn8awGSlkDO++bIGpvpYty5QOsRnX3YTeGHTSMbJXxtyaJA6bkYpo6EO/Ex8jaEUizssAwLy2HE9TYAynVQJLQBO369at48ILLyQ5ORlBEFi2bNkJ78uyzG9/+1uSkpIICgpi3rx5FBYWBiZYlX6F6BGwtgqVC6OCKN2zFRnQGMcRV78Hh7aJ8OmTCNH1L+1GQ3Y2maEVaAwjcEtOjkoFAJirxyDvff+05xp1Gv6xZCR/unQ4wXoNm442cN4/1/G/74r7jEmDzeXhyRUFLHxyHesL69FrRX67eCiv3jiBhPDuCdv3ecq2KdW2AHN+DekTe2WaWYPjuWaiskh+8IO9vdJO5pE8PLTuIRodjQyOGsxD4x/y+Ry9gTxgJhW7MnFbtejCRVKmNCDsegWemQivLIadrymauH7A1GBn+Yv7kWUYPCmRvOnJPR6zqaqi3dxh2tU3EBbT8WJa9kq0fKlU24ZOTUHbTTOJ/o4gCkRdNghEsO+rx36gIdAhqfRT1HWuSl/GYBdx5is+CUVOpXNLo8tEEENJrNnKoeEhjIjtmzIJbQQPG0Yq1YjadCpsBbgECxKRWL9aB+5TFyfkJUew7GdTGZMeidnh4dbXd/CbZft6tdX+TLTY3fzq431c/9JWqk0OMmND+OTOqVw8KiVgMfkMtwM+vAm8TsiaC2N82/E4b2gCC4Ym4JFkfvHhPp8alZWZynh82+MA3DX6LjIiMnw2ts/QB2PRzaB+v9IllTTBhKFxDbw4B/63APa8c9q/h54iSzIrXzmItdlJZEIwUy4/2USsK6x9/SU8LicpuXnkTp3Z4TG2PbV46u1Kte2knq+V+zpBw2PRZ4QjuyWaPzsa6HBUAkBAE7dWq5WRI0fy9NNPd/j+448/zr///W/++9//smXLFkJCQli4cCEOh7rLoHJ6EqoMyHYv2vggduR/BYCgG4SoiSK1fA2rRwhcNuqWAEfZPUb85HIiPPGAyN7SVSB6cMsDsX/2AVhPX0kpCALXTEzny7unM3ZAFGanhz98ns+if61n9eFa5NNU7fYmbq/E65tLmPm3NTy5ohCXR6my/ebeGdw0beDZp2fbhrka3r0OvC4YchFMu79Xp/vVoiGkRQdR0Wznj58f9Pn4T+9+mh01OwjWBvP3WX/HqO0fib+avz6ObfMWhOBgUl//CO1PP4MhF4IgwrH18Old8EQOvLUUtr0Ijb2zYHI5PHz5zD7sZjexaaHMvKb72mBtSF4vXz39DzxOJ2l5Ixg1/9QV0Nat1XjqlEVw+Oy0Hs3b39EnhxI2XZH4aFpWiNfad3UQVfou6jpXpS+TUGUEGfTZEWzfqHSmaQwjiWouxGxoInPW4n5R5Tn20onotUORkdnXuAUAs2UO8oZnTntecmQQ7/50MrdMGwjAG5tLWfDPdSw/UO3X9bAkyby7rZQ5T6zhrS2lANwweQCf3z2NnITAmKP6nG8fhup9EBwDFz/lUzmwNh69OI9Qg5bdZc28uaXEJ2O6JTcPrXsIm8fG2ISxXDfkOp+M62vc1dVUPvigIvV11VVE/G09jLxG6eQr2wIf/xT+Phg+vh0OfenzJO6ub0sp2d+ARiey8CfD0PWg+vXorm0UbP4OQRCZc+NPO7wGfb/aNnT62V1t24YgCERdmg2igCO/AXu+WlRwrqEN5OTnn38+559/fofvybLMk08+yW9+8xsuvvhiAF577TUSEhJYtmwZS5cu9WeoKv0IyeImoUppqdCOj+TQM+sA0BvHE2opJ7zlCPnjo/hF4vhAhtltQiZOIEv8iBbNUFyu/RTJBWQxFJP1EoK+eBBhyctnHCMjNoT3fjqZ97aX8bflhymstXDjy9sYmRrBXXMGMSc33i/J0ha7m3e2lvLKxmNUtSg3qmnRQTy0MJfFI5L6xQ1Dt/G44L3rwVINcblwyTO9spD9PqEGLU9cMZKlL2zm3e1lzM6N47xhvtGEWn5sOS/uexGAR6Y8EljThi7Q+PobNL3xBgApj/8V4+DBwGDImAbNZbDvPdj3AdTmQ8FXyj9Q9MRSxkDyKEgaCdGZEJ4Kmu59rcqSzIqX82mosBAUrmfR7SPQ6Xu+EN36yQdUFR5GHxTMeXfciyB2vF8rOTyYVig3OuHzBiAaA7o86BOEz0vHfrABT62dpg8LifnRkLP7mqTic9R1rkpfxWtyEVNrAKA+vBqv044sRiJqB5Bc+RJrhwtcNuSKAEfZOaIvXkTq23+gyBBFcctuRsVOA28CtjXvETKq9LQt+TqNyG8WD2VObjy/+GgfpY02fvr6DiZkRPN/5w9m7IDek+jySjKf763kP6uOcKTWAkBmXAh/vHgYU7K732be5zj4GWx9Xnl+yX8hvHeqI5MignjovMH89pMDPP71YRYMTSQxomcFBE/vepr9DfsJ14fzl+l/6VsSCa3IbjcV992Pt6kJ49ChJPzql2AwwKXPwtzfwq43YOer0FIGe95S/mmNkDIW0icpj7GDFfmwbqxhq4pa2PyJUtAwfckgYlM7Nr7tDC6HnRUvKhsuYy64mPiMzA6Pa6+2DdYSOvnsr7ZtQ5cQQtj0FMxry2n+tAhDdiSiD+4VVPoHffbOrLi4mOrqaubNm9f+WkREBBMnTmTTpk3qglbllFhWl6PxCmhTQthTsAJZkpC06YjaRFLL32DfQIFZk6/rs2YLZ0IQBEbffjGH/3sAE/nsKV5O1qBcPO40rHuthOYtg7xLzjiORhS4ekI6i4Yl8dTqQl7fXMKe8hZueW07adFBLB2fzmVjUkiKOFlXqCd4JZnNRxv4cEc5X+2vxu5W3DHjwgzcOTubqyek92/H3M4gy/DZ3couuCEClr4FBv9UVUzMjOHWGZk8t/YoD36wl6FJEaTH9MyA6lDjIR7eoDjY3jD0Bs4f2HGioq9h+vZbav70JwDi7ruPsO993wAQmQbTH1D+1RyAw19B0Wrl99ZSqvzLX3b8eEED4SmKRrExAvShihHahFuVRPBp2PzJUYr31KPRiiy6bThhPpApqDl6hE0fvAXA3JtuIzw2/pTHmlaVIVk9aOOCCJmQ2OO5zwYEnYboq3KpfWY3jvwGbNtrCBmv/mxUfIO6zlUJJNZ1FYiygG5AGJs3K98TOsNIDG4zcfV7KLwqgqHRQwMcZecQ9XpGz8mgZFsEbsca8k27GB4yCbPzIoK/eBDhmnfOuDE+JTuW5ffO4D+rCvnfd8VsPdbI5c9uYuyAKG6aOpD5QxN8tjZtsDh5f0c5b20ppbRRMUYLN2q5e+4grp+ccXatgZtL4ZOfKc+n3AU5C3p1umsnDuDjXRXsKm3mFx/t5eUfj+/2huuWqi28tP8lAB6d8iiJIX3z+7/2iSew79qFGBZGyr+eRDQYjr8ZnqSY8U6/H0o3wcHP4dDnShK3ZIPyrw1RpxwfHANB0aALAmMkXNJxxwiAw+Lmmxf3I0syg8YnMHRaz5KoG955HXN9HeFxCUy98toOj5HdEqZvlEKD0LNc27YjwuamY9tTh7fZiWllKZHnDwx0SCp+os8mbqurFZH4hISEE15PSEhof68jnE4nTqez/b9NJkWg3O1243arrY5nO55aO/ZtNQAIE8PZ9+/lABiME9C5LSTUbuedS0R+n3Vpv/48GMaPI+e/n7NLn4fbtY8D7l3kMRaT5xqCPv8lUvJ4CD11kub7BOvgoQWDuHlKOi9tLOGdbeWUNdr52/LD/G35YUakhjN3cDwTB0YxLCUCQxcXlLIsU9HsYFdZM+sK6llbWE+T7fjPflB8CDdNzeDCEUnK2LIXd2syt7O0/S77y+9UXPNnNHveRhY0eC99ATk8HfwY+z2zM9lW3MjO0mbueHMH7/xkQpd/r200Ohq5a+Vd2D12JidN5s4Rd/rl99DT37l99x4qf660lYVfeSXhN/749GNF58DkHJh8D7gsCBU7EKr2IFTvQajZDy1lCF7X8YTu9/BkL0ROObV2ccHWGnYuVxahM64ZRExacI9/hh6Xky/+8wSS10vW+MlkT5p2yjE9NTYs31UAELowHY/kBalrf4P+IBB/50K8gdC5aVi+KaX5syLE9JBzVvs3EPSXa3p36K/r3P72fatyMt4WJ/bttQA0p5hpWlOGJOjRGIaRXLKKQ6leJo+/HI/HE+BIO0/81ZeQuPo5ynQGCus2kRc+AY93APZDZvT7P0HOveCMY2gFuG9uFlePT+E/q4r4eHclO0qa2FHSRESQloVDE5gzOI7xGVGEB+k6HZssyxTX29hU3Mg3+TVsKW5q12CNCNJy45QMrp+URphR1+U1cJ/+e3RZ0b59DYKjBSl5LN4Zv/TLWvexi4ZyyX83s+ZwHa9uLObaCV2XfmpyNPGL9b9ARuay7MuYmTyz137GPfkdmj79lMZXXwMg/g9/QEhMPPU4KROVf3N/D41HEMq2IJZtRqg5AA1HEDx2JdHefHwNKwfH4jnFeLIk881LB7A0OYmIC2LqksweXTOqjxSw8+vPAJh9022g0XT4/2L9rhJvsxMxXI9xQnyf+ez77W9RgLALMmh+8zCWdeXoB0egSztLJFX6AP6+pnZlHkEOlKjlDxAEgY8//phLLrkEgI0bNzJ16lQqKytJSjreyrtkyRIEQeDdd9/tcJxHHnmERx999KTX33rrLYKDe1ZVptL3yToUSmSTnuYoF5sty2kpyMerTSI4dClZxZ8R3LKcF2/P5IqoWwMdao8xHimifFcIze4vEBFYPOgugjwGwrWv4YjKZ1PWzxWNzi7i8sLuBoFNtSLFZpA5vlOtFWQSgyEhSCbOCKE6mRAt6FqnkWSweZR/DU6BOgdU2QTM7hN3u4M0MqNjZSbESWSE9rpCQJ8ivX4No8uUHfxd6TdTGtOx6H5v0+SEv+3VYPUITE+QuCKz6wZ1HtnDy5aXKfGWECPGcFvobQSJvq3Q7g10dXWkP/MsGpsNy5BcKn/0I9D0cMdeljB6Wghy1aPz2NBKdnReO6LspS4sD4uxY0kKZ6OGuq1BIAuEZTqJGOzqWRyt1G3bQEthPhpjEOmLrkBjPEWyUYacA2GEmXU0R7koyrX4ZP6zChly8sMIM+mwhno4nGdCPosKovoyNpuNa665hpaWFsLDwwMdTo9Q17kqfYW0o8HE1xgxh7tZVfUWjtpqNIZx6IKmMWXzw7w8x8TYGQ8RKUYGOtQuEfz5d+S7IvE4NjEkYRYjgieiFUoJD/kNq4c8hkfbNUNikwu+qxbZVCtg+t46VkBZCycFycQHyYTrIUQLmtZDHF6weqDRIVBjh3KbgOUH6+D0EJmpiRJjYmTOyk5nWWbcsadJad6KQxvOusGPYNf7T/5hTZXAx8c06ESZB0d4SejC0lSSJV6xvsJRz1HixDhuD7sdvaDvvWC7ibG0lNTnnkf0eGiYO4eGBT2oZpYlgtyNGN3N6D1m9B4LGtmNJGhOeZ/SUqjHfMQAokz8ZBv68O4bXcuSRNnXH+NqbiQsI5uEKbM7PE7jFhi2KwKtV6Q4y0JjvG/WzP2RjMIQYuoNOIxe8ke0IJ+N15FzgK6sc/tsxW1iotKOUFNTc8KCtqamhlGjRp3yvF/+8pfcf/9xgx+TyURaWhqzZ88mJiam1+JVCTzOohaaNx0EEY7F12PeWwCA0TgVreQkpXIdb84UuXnWz5macvq25f7C1lt+xzZxOF7nHvbaNjBRPwez5woSTbeyOKoIaco93Rr3ktbHOrOTFYdqWV/YwM7SZhqsLsqtUG7tWqZVKwoMTQpjfEYUswfHMSY9Ep3Gd5kPt9vNt99+y/z589HpOl8F4W+EwuVodr8KgHfaAwyb+UuGBTCe1Lw6bnl9F+trRC6ePpKLR3Ze71aWZR7d8iglLSWE6kJ5fsHzDIzwX7tOd3/nnoYGyq/7ER6bDUNeHpkv/Y9RvZzsGHKK15uqrHzyz70ge8gYEcP8m4cg+EBbumDzBo4U5gNwwV0/J2PkmFMea99Zi2nzUdCJZN80kcGRhlMeG2gC+Xfuneqk4em9hFhgKkMIX6S2pvmDhoaz13zD1+vcBQsW+CW53V++b1U6xtvkoH7rHkDmWFgljj3VyIhojaOJbdiPLDfjnTCIaxZfE+hQu4xnzBhqH3ifakHHkdqNDBs0AY87Hdk5ivNZjXfR6c3KOmIpisTXtmNNfHWgmk1FjRQ32KiyKYUJnUWvFRmZGsGsnFgWDk1gQA8lqtroq3+P4oYn0TRvRRZ1aK95i9lpk/w6/3mSTM2rO9h4tJHP6qJ59ycTOn3f8Z/d/+Fo/lGMGiPPLHyGrMisXo21O79DT20tZU/8Ha/HQ8icOWT94x+n9DDoKR3dpxTvqefbrxST41nXDCZnYkIHR3WezR++Q1FzI8awcJb+38MEhXX8XWb+qgSbtwptYjATr5/okzWzr/D336Jk89Dw1B6MZpimzSPs/P7hLdLX8ffvsa1rqjP02cTtwIEDSUxMZOXKle0LWJPJxJYtW7j99ttPeZ7BYMBgOPnGU6fT9akvNBXfInskGj4/BkDQhESqtn6C5PHg1qVh1KWTUvoNbo2dI+OjmTFgZr/Vt/0ho++/ioK/bqSRAxyr2MboUTPRtwTT4r6J6DV/QjNwOqSfukX7TCRH67h+SijXT8lElmVKGmwU1JgpqrNS2mijyeqi0ebC7ZWQZUU3NyJIR2SQjqRIIxkxIWTGhZKXHI5R1/tbgX3677xoNXx4E8heGHk1mrkPowlwqfG8vGR+NtvE06uL+NWyA2TFhzE6PapT5z69+2k+PfopoiDy1xl/JSc2p5ej7Ziu/M69ZjNVd9yBp7wcXWoq6c/9F21ERC9H2DGWJidfPXsAl91DYmY4C24Z5hMzsqaqClb9T9Ejm3DxFQwad+q/f6/VjeUbpSUuYl46xrjuG0r4k0D8nevidEQvzaXhlQPYt9QQNDCS4FGdk6NR6T599nruA/r7OrdPf9+qnBLTyiLwyuizIig5vAUAQZ+LIIaRWrGWdXkCi8bf0i9/t7q0NEZkStRVjsTt3M4+6xZG6idh8lxL8N6fohuyGIZe3PVxgemDE5g+WElOVbc4OFDZQkGNhZIGK/UWF002F15JRgbCDFqiQvQkhBnIjg9lUEIYw1LCMWh7bx3cp/4e8z+BNY8BICz6G9rM6QEJ4+9XjWLhP9exr8LEv1Yd5ZeLTrWNfpyVJSt5OV8xef791N+TG5fb22G209nfoeR0Un7f/Xjr6jAMyibl8cfRdPCd0Fs0VlpZ87pSHDVidip501J7NF5V4WG2ffI+0OrHEN1xoZ2nwY5tiyIjFLkoE72h71VBgx//FiN0RF2eQ8MrB7BtqiJkWByGzMDc05yN+Ov32JU5Apq4tVgsHDlypP2/i4uL2b17N9HR0aSnp3Pvvffyxz/+kUGDBjFw4EAefvhhkpOT29vMVFTaMK8rV9wlw3R4h+swvXMYgBDjVATJTXrZKpaPFrh83K1nTdIWIHjkSEbGfcn65vF4HJtYdew9zou+Gps0hxDv1xjeux5uXe0TB1dBEMiIDSEjtmutZipAyUZ4+2rwOiF3MVz0nz6jD/HA/MEcrraw4mANt76+g09+NpXkyNP3lH1Y8CH/3fNfAH4z6TfMSJ3hj1B7hGS3U3bb7TjzD6KJjibthefRxgbGtdlp9/D5U7uxNDmJTAjmgjtG+iRp63G5+OzJv+Ky20nJzWPqVT867fEtXxUrhmQJwYROS+nx/Gc7QbnRhM1Jw7yqjKYPC9ElhqBLVK+HKqdGXeeq9CVcZWbse+pAAO8oPdYVxQDojeMIsZQT1XSIDZfruS2jdw2kepPcu69h933vUouGwsoNDBs8EZwJWL0LCP3sXkibCGE9M5lKjDCSGGFk7pCeVRmelZRshA9/Asgw/icw7saAhZIUEcRfLx/B7W/u5Ll1RxkzIIqFeaf+3Re3FPPrDb8G4Loh1/VJo11Zlqn6zcM49u5FExFB6jPPoAn13zrEaXPz5X/34nZ6SR4UyZQrsns0ntvh4Kun/44sSeROnUnulFPfTzR/fhS8MoZBkRhzOldkcrYTlBtN8LgEbNtraHz3MAn3jEYM7iMbOCo+J6AZrO3btzN69GhGjx4NwP3338/o0aP57W9/C8BDDz3EXXfdxa233sr48eOxWCx8/fXXGE+l1adyTuJpsGNaVQZA5AWZbP7kbZBlnLoBiNpkkqs2ovGYWT9ezyWDrwxwtL5n+EPXE+sIBSGEluZSaqPqAWiW70U218I714LbHuAoz2HKtsGbV4LHDtnz4IqXQNN3vlRFUeDJpaPITQyjzuzkJ69tx+Y6tbnAuvJ1/GHzHwC4dcStXJnT9/+mJJeL8rvuxr5jB2JYGOn/exHDwMC0unvdEl89u5eGCivB4XouvGskxlDffB7WvPYCdceOEhQWzgX3PIh4Gt1eR0ETtu2KkWPUpdkIPpQuOZsJnzcAQ3Ykslui4Y2DSLa+YYqh0jdR17kqfQVZlmn+4igAwaPj2bruIwAkXTaiJpb0spUcTIPhY+Zg1Pbfz58uOZlR2SIaw0i8soedzWsBMMnXIdms8MFN4O0/pmv9itqD8PbS40UK5/810BFx/vAkbp6mrPd+/t4ejtVbOzyuxdnCPavvweq2MiZ+DPePu7/D4wJN3b//jemzz0CjIeXJf6JP67rxWneRJJlv/pdPS62d0GgD5906DE0P145r33yZpqpKQqNjmHvTqTtN7PkNOA42gkYg8sLela7ob0RemIk2xoi3xUnj+wX0EfsqlV4goHdqs2bNQpblk/698sorgFLh9/vf/57q6mocDgcrVqwgJycw7bgqfRNZlmn+tAg8EoasCBqN9RRu2aC0KhlnIMgeBpR+w+ZcgZljLiZYd/YZd+hSUpgwUovOqOhHrdv3NhhF3O5krOIVULkTPr0L1Au5/yleD69fAi4LZEyHq94Abd/TEA01aHnxhnHEhOg5UGnizrd24faebDKwp24PP1/7c7yyl4uyLuLOUXcGINquIXs8VP78QazffYcQFETac89hHHLmdrneQPJKfPvyASoKmtEZNSy+ayThsb4xczuwdiV7vv0KBIFFdz5AWPSpq4klu4emD5Q2t9ApyRgy1NaqziKIAtFLB6OJMOCpt9Pw5kHkDv5WVFRAXeeq9B0c+Q24jpkQdCKePJEjWzcCYAyajN7VTELtDpaPEblq1G0BjrTn5N69lBhXLKDnWPU2XEYPkjccs3wNlGyAVX8IdIhnH03H4I3LwdGiVDVf/iKIfcMt6Rfn5zJuQBRmp4fb3tiB3eU94X235OaBNQ9Q3FJMQnACf5/1d3Ri3ymwaKPp/fdpeFbpdkv6/aOETJ7s1/m/e7+Q0gMNaHQii24bQVBYz6QKinfvYM83XwBw3u33YQztWK5LdnuValsgbFoKuviz716+J4gGLdHXDAGNgONgI5YNlYEOSaWXUEtsVPo1jgMNOA43gUYg4sJM1r7+IgAuwzBEbRwp5eswOptZNkXk6pG3Bjja3iPzrutJt9oRNLF4XTa2y8qCvMX7I7zEwL73YeXJLtQqvUjBcnjzCiVpO3AG/8/eecdHUad//D3bN9lsOklIJZXee+8dRJAiCir28zy9n6feneXO7tm7nmJDpSggvUjvIL0mpJHe2262t/n9MYh6FlBDCsz79dpX7padmWfiZuaZ5/s8nw/XLwZ1wxTpLgcxwX68P7cHWpWCrRkVPLzsBD7f98X+9Op07t50N3aPnf6t+/Pv/v9GaCZyD7+E6PNR+tjj1H/zDYJaTcxbb+LXvVsTxSKy9bMMco5UolAJjLuzE+GxAQ2y79Lss2z64C0A+k6dSULXHr/6+bo1uXjNLlShOoxjExokhqsJpUFD6E3tETRKyRRzRY7c4SAjI9NsET0+TOvzADAMimb/BklP0q1JQaEMJ7ZwG2Y/L65usaSFpDVhpA2DOiKCHu2UqHQ98OFjX/k6AOq9U/GI4bDnNUhf3bRBXknUFcKnk8BcDGGpzS7fVSsVvH1Dd8IMGjLK6vnrkmMX8ltRFHlm/zMcKDuAXqXn7RFvE6ZvGhmtX8Oyazdl/5ae48L+dDdB06Y16vGPby3k5LYiAEbe3J7wuD+Wv1rratnwzqsAdBs3ifjOXX/xs+btRXhrHCgDNQQMj/tDx71S0UQbCJqYCEgyaM6CSze8kmk5yIVbmRaL1+qmdoWkHRcwOIacnMOUZWfiU6gx6gYgiG4SCjZyIFUgtUNPog1XroajMiCAfrM6o9MMACA3YyfOIA+iS6A29B2p2Xb3q7DvtzvqyvwOTi6FxbPB44DUcTD7K9A2f+OnHvEhvHNDd5QKgeVHinl2XTqiKJJTl8Odm+6k3l1Pt1bdeHXoq82yG+GHiF4vpY88iunrr6WRsldfwTBgQNPEIorsXJzJ2f1lCAqBMbd1JLZdSIPs21JTzcqXnsHrdpPUsw/9r/t1J3B7Rg22w+UgQPD0VBQNoK17NaJpbSBkdlsQwHqwDMuu4qYOSUZGRuZnqd913gfCoMaR4CHr272IgL+uP0qvndale1jfQ8H0Hi2/2/Y70u6/kUiHDgQ9ZTXp1PjXgVfAZJRMs1h+B5QcbdIYrwjMJVLRtq4AQpJg7irwa5j8piGJMOp498YeaJQKNpwu48VvJC+UBWcWsCxrGQICLwx+oVkuXDjS0ym+7z7wegm8ZjJh997bqMc/d6KK3V9lAdDv2iSSe/wxY1afz8vaN17EZqojLC6BQbNv/sXPuitt1O+Q5BADJySi0Mo56y/h3zcKfcdQ8IpUf56O1+xq6pBkGhi5cCvTYqlbmY3P4kYV4Yd+QCt2LfwEALe2F4LCn7iCLWjcFpYPUHBr7webNthGoNXUCXRQVqHUdEBEZH3eZ6AAR7E/9vbSqiYb/wHHFjVtoFcyogi7XoFlt4LPAx2vg5mfgbrl6MWNaBfBC9M6AzB/9zme+WYXt39zO7XOWjqEduDtEW83e8mRnxRtX3yBgJEjmyYWUWTv8hxO7SwGAUbe3I7EruENsm+Py8Wql5/FWltDaEwc4+55AEHxy7d1r8VF7bLzEgkDomWJhD+Ivm0IgRO+73CwHato4ohkZGRkfoynxoF5y3kfiImJ7P36C+l9bRoKZSixhVvxCnYO9dAyKnF8U4baoCgDA+k7Mhq1tjcAe3NXAGCvbI0zci64bbBwptQtKvP7qM2HTyZA7TkIToCbVoMxqqmj+kV6JYTwn+s6AfDu9hz+teULXj70MgB/6/k3hsYObcLofh5XXh4Ft9+Bz2bDr08fop56qlGn3SoL6vlm/ikQof2AKLqN/uMdr/uXLabw9AnUWh0T738YtebnJeREn0jtsizwSIZk+k7NrxO6OSEIAsHXpaJqpcdndlH9+RlEjyzldSUhF25lWiS2E5XYT1SBAkKmp7J/1ZfUV1Xi0wRi1PZA8DmJK9zM4WSB1mlt6RDWoalDvuwIgkDvf8wk2JsAghZnbQXHDCcBqMtsj7fbX6QPrrgbjn7RdIFeqXjdsPov30tS9LkLpr7frIzILpVpPWJ4ZHw7BHU1iwofodJeSXJQMu+NfI8ATcOM918uRK+X0n/+E9OKFVLR9qUXMY5vuofRg2vzOLapAIBhN7Qltfcfc7P+DlEU2Tz/HUqzz6LzN3DNg4+i9fvlgrroE6n9KhNfvRtVKz2BY+IbJI6rHcOA1hj6twYRar7MxH62pqlDkpGRkQF+6gNRpSwl98hBREGBv7YfgtdJbNE2tnUWGNvxGjTKP6ZZ2dyIu3ka8S4RQRGI1VZOuiYdgDrHXMTwTmApl4q3Dnms+DdTkQ4fjYGaXAiKk4q2gc1/svHabjHcOzwZpX8WywpfRERkZtpM5rSf09Sh/QR3aSn58+bhrapC27YtMW++gaBpvL9Rc5WdNW8fx+PyEdM2mMGz0/5w0Tj/5DH2LVsMwKjb7yE0+pfN1awHSiVdbo2C4GtTmr08W3NAoVMROrcDgk6Fq6Ce2hXZspTXFYRcuJVpcXgtLupWnpdIGBqL2VfN4TVfAyBqhiAIapJyV6P22Fk6QMFtfR9uynAbFX1yIv27qVDrpJHwjJMbcAR68Fnd1FlnQ895gAgr74HDnzZtsFcS1mrJlOHIAhAUMO4FyU23mRgz/B5GdhGISPsIhboOnzOMPvp/EqQLauqwfhXR46HkH//AtHKVVLR9+WWM48Y1TSyiyLerczm45hwAA6en0H5g6wbb/4Gvv+T0js0IgoIJ9z9McOSv79uyp0TSA1cpCJ3dDkHdcr+bzQlBEAicmIi+azj4RGo+T8eZLxcBZGRkmh7HmWocGTXf+0B8/hEAHm0nFMoQ4gu3oPTa2dhLwYyudzZxtA2PoFbTb25PNBrJvDc9exMetQ93mQNLyntgiICK0/DFdHBamjjaFkThQfhoLNSXQng7mLdRKt62EEZ2dRIQ9zmC4MVX35lREXc2u6Kgp6aGgnm34ikpRRMfT9z8D1AajY12fJvZxcrXj2EzuQhp7c/YOzuhVP6xspGlppp1b74Eokin4aNpN2jYL37WU+u4oMsdOLYNqpCWM7nY1KjD9ISel/KyHSqXpbyuIOTCrUyLQhSlsQmf1YM60p+AoTFs/vAdfF4vHmMq/upkVB4TMcU7+TZVIDAlnp6RvZo67EYl+b6bSPJ4EJRRCD4fK0oXIApgP1GFLe6f0PsOQJS6Qw+839ThtnyKj8D7Q+DcDlD7w6yF0KdlPwBl1WZxy4ZbsHqrCVbHYsu/k/e2VvDKN2eb7cqtz+Wi+K//h3nValCpiH7lFYxjxzRJLFLR9hwH1+YBkiZYlxG/3FXwWzmzcyt7lnwGwLBb7iCh868brrmK6jFtkArIQRPboI70b7BYZEBQCIRMT0WXFozo9lH18WlcRfVNHZaMjMxVjM/hkbptkXwgss4eoCIvB1RaDNp+CD4XsUVbOZAm0D2tN5H+DTMN0twIHzuM9monClU8bq+dnZYNAJh3mfBMWgK6QCjcD4tmgcvWxNG2ADLWwYLJ4KiDmF5wyzowNtyi9OUmty6XP2+9By9OAsT2WItncNunRzhdYmrq0C7gra+n4LbbcJ07hyoqiriPP0IV1ngyAU6bm1VvHMNcaScgVMfkv3RFq1f9oX16XC5WvvzMBV3bYTf/smG4KIrULs9CdHnRJBjx79t85TeaK7rU4O+lvNbJUl5XCnLhVqZFYdlTgiO9BlQCwTNSObNnG8UZZ1CoNWiFQQC0y1gMeFk0RMFtfR5q2oCbAEGjYfDfJ2NQ9QaUCOWV7NUfAKD262w8/Z6Cvn+SPrz+Qdj4CPhkDZzfjCjC4U+krgNToWTKcNtmSGuaDs+GIr06nXkb51HtqKZtSFtWTP2ch0dLix9vbM3mkRWn8PqaV/HWZ7VSeOed1G/ahKBWE/PaqxjHjG6SWERRZP+KHA6tywNgwHXJdG9AWYL8k8fY+N7rAPScNJVuYyb+6ud9Dg81izLAK6LvEIp/HzkBvhwISgUhN7RDE29EdHionH8KV6FcvJWRkWka6tbk4jW5UIXq0PcLZ/fiBcB3PhB+xBVsRu2xs7y/gpt7X7m5siAI9H9kOgFCB0BBZclJivVliG4fdfs0iDcsB00A5O2STGXl4u3PI4qw62Xpd+S2QdJwmLuyWRqR/RLnTOe49ZtbqXPW0SG0A6umf0Dv+FbUOzzM+fBbzpQ0/bSMz2aj8K67cZ5JRxkSQtyHH6Ju3XiFcY/Ly9p3TlBdZEEfoGbyfV3xD/p5DdpLRZL2epuy7ExJ2uuBR1Brf7mD1rq3BGdWHagUBE9LQVA0r27olkLAwGgMAyX5kpqvMnFk1zZxRDJ/FLlwK9NicBXVY1p/vmtsQiIefw87vvgYAKexP2pFIH72QsKqTrCjk0BobGsGxgxuypCbjICObRnQWYdKL0kmFKTvpCKgFtHuoebLTMRRz8CwR6UP73sLvporJ6u/BVsNfDkHVt8HXiekTYA7tkFE+6aO7A/xbem3zNs4jzpnHR1DOzJ/9HxCdCHcNSSJp6d0RBBg4YEC7vniCA63t6nDBcBbV0f+vHnY9u1H8PMj9v3/Nq0R2bJsjmyUNG0Hzkih68iGGx+sKshj1cvP4vN6Ses3iMG/4sQLkq5tzZKzeKodKIO0UgLczMYBryQUGiVht3T4QfH2JM6Cpn8QlJGRubqwn63BdqgcBAiensqhjSux1FSj0AdjUHcHr4O4oq0cSBWISkokLbRtU4d8WdG1iad/9wCUWmk65UD+anwKEUdGDfbaeLhxqTQxlbsNPpsi5Xgy3+O2w7LbYMuTgAi9boPZX4Km5Uzv5JnyuHXjrVTZq0gJTuHdke8S5m9k/s096RwTSI3VxfUf7Od4YV2Txeiz2Si8407shw+jCAggbv4HaBPbNNrxvV4fG+efpjTbhEanZNJfuhLU6o+bER9dv4rTO7YgCAom3v93giJ/uYHAXWal7sKzfhvU4c3bDLm5Ezi+DfrOYeAVqf4sHVexLAnTkpELtzItAp/DQ/X5rjFdh1D8+kSyef47OOrN6EOjMXi7IIoiHU8twK2ELwcquKfvY1d1kaL9/deTJKoRlK1R+HysK/kCr8qH65yJ+p1FMORBmDoflBpIXw2fjJccYmV+nZyt8G5/6XemUMHIf8PMz6VxuxbMhrwN3LX5LixuCz0ievD+6PcJ1H5/Tjf2jeed2d3RKBVsOF3GnA8PUG1xNmHEoDSbKb7lFhzHT6AMDCT+k4/x79evSWLx+UR2LMrk2GbJoXrwrFS6DG84eQRTRRnLnn0cl91GTLuOjP3TXxEUv34Lr99WeGFCIfTGdij8Wp5RXktDoVMRNq8DmgQjotNL1YenZM1bGRmZRsNn91C3LAsAQ//W2HRWvl35lfRvqv4Igork73wgBiqY0+P+Joy28Wh37yxiCQHBH7e1hh3idgDqVubgDekOc5afl004cH6SqqhpA24uVGXBh6Pg1FIp553wCkx4uUUZ7+ab87l1460XjHbnj55PsC4YAKNOzee39aF7XBAmu5sb5x/gcH7jF+4Fp5OSu+/GdugQCoOBuA/eR9e+8ZpBfF4fWz4+Q96JKpRqBRPu6Ux47B83I84/eYztn30IwJA584jv3PUXPyu6vdKzvkdE1zZElkhoAASFQMiMNLSJgVJO+tEp3OXWpg5L5nciF25lmj3fad14z3eNhUxL4ezenWR9uxeFUoldHI4gKIms2ofBWsKGngIRxnB6RfVt6tCbFEGlYvhj1xCo7A6o0FdZ+UpYBoB5U75UTOg8HeasAH0wlByF/w6GsxuaNO5mi8MM6x6Ez66VDBlCU+C2LTDwr3CRAlpz54v0L3hox0O4fW5GxY/iv6P+S4DmpwnbuE5RfDqvNwFaFQfzapn81h7SS5umKOXMyiLurbdxZeegatWK+C8+R9+5c5PE4nX7+Gb+KU7vLAYBht6QRqehMQ22f0tNNV89/SiW2hpCY+KY/LdHUF3EWdieUYN5s7QQEzwlGU3MH0/AZS4NhVZF2LyO3yfKH57EcVbu4JKRkbn81K3OwWt2oQrTEzA6ni0fvovX7UYdkoxWmQpuEzEluziQKiCEG+jbemBTh9woCGo1Q+8ejE4rnW9l7mFKNZX4rG5ql2cjxvaRTLYCWkPVWZg/CooON3HUTYgowtHPpeeCspPgFyo9L/S6takj+03km/OZt3EeFfaKC0XbEN2P5R2MOjULbu1DnzYh1Dsl2YQdmZWNFqPPYiHmw49wHDkqddp+9CH6rl0b7/g+kc2fpJN1qAKFQmDM7R1pnRL8h/dbU1LMmtf+g+jz0X7wcLqPv+ZXP29an4en3IbCoCb4OnlCrKEQVApC57RHHW3AZ3VT+cFJ3BXylG1LpGVXG2SuCiy7irGfqAKFQMj1bbE5zGz96D0ADAlD0YnheLx20jKWUucPywYoGGyY2sRRNw/8khMZMT4BtU6STCAzl2/9joMPar5Ix2txQcIAuHMnRPeQzAYWzYRvHgNP03ZTNhtEEc6sgrd7w7fnzdx63ir9zlp3bdLQ/igen4cXDr7A898+j4jIrLRZvDj4RbTKX9az6pcUytf39Cch1I/iOjvT3t3LhlOljRg1WPfupXjuTahNJtQJCcQv/AJtcnKjxvAdLoeHNW8fJ+dIJQqlwJjbOtJhUHSD7d9eb2bpM49hKi8jMCKS6x59Gr3h14uw7kobNYvPggj+fSLx73llms40ZxQaJaE3d0CbEoTo8lH16Rmsh8ubOiwZGZkrGNvRCmxHKiSJhOtSyD6yj/wTR1Gq1Pi8gxAEgQ6ZX6EQvSwdqGCQ37irqjgS2q8bPeP8UahTEPGyt3QVXsGH40w1tsMV0Kod3PoNhLeF+hL4eCwc/rSpw258bDWSNMLKeyQ92zaD4a490GZQU0f2m0ivTmfu+rlU2CpICkxi/uj5hOpDf/azBq2KT27pzaCUMGwuL/M+OcjCAwWXPUZvfT0ld92NPj//fNH2o0ZtQvD5RLZ8eoasg+UXirZtOv9xIzSbqY7lz/8Lh6WeyORURt3+51+91tjTq7HsLQEkeRel4debE2R+Gwq9ivBbO6KO8sdnOV+8rZSLty0NuXAr06xxZNV+r2s7KRFNXACbPngLh9VCSEwb7NUdAeiStQiV18nCoQr6RLQnRt1wupItnYTrx9I5PBiFOgkBOJuzhRJtJV6zi5qFGYheEYLi4JYN0PtOaaO9b0ir7MVXcbcBQG0eLLpe0rOtL4XgNlLHwcRXQNOydZfqXfX8eeuf+ezMZwDc1/0+/tnnnygVyotum9wqgJX3DGRgspTg3vX5EZ5cfQaX5/Kb3NUtW0bBHXfis1iwtWlDzOefoYlpuO7W34K93sXKV49SlFGLSqtk4p+7kNyjVYPt32mzsezZf1FdVIAhJJTpjz6NIfjXjUC8VjdVn5xGdHjQxAUQNCmpweKR+W0oNErCbuqAvms4+ERqv8rEvL0QUWxe5n4yMjItH0+1ndqvswEwjoiDVmq2ffoBAOrIAagVwSjtZbSqPMqBNAFdTDCp2i5NGXKT0PPRG4hUJoOgxWOuYqOwEZA6lT21DgiKhVs3QduJ4HXB6r/Ayj+D8yrQhhRFOP211KhwaikIShj+mJT3GlvW2PqhskPM2ziPGkcNbUPaMn/MLxdtv0OvUfLhTb2Y2i0ar0/kn1+f5Pn1GfgukyGvp7aWglvm4Th+HK9eT+v5H6Dv1PGyHOvn8PlEti5IJ/NAOYJCYPTtHUjsFv6H9+t2OPj6hSelhoNWEUx58LFfnRLzVNupWZIJSPIu+rSWY3jXklD4qQm7rRPqSD989S6587YFIhduZZotnmo71QszQAS/HhH4943i+Kb15B45iFKlwq4cgVJQgq2AiLLDZEfBno4C9w98tqlDb3YMeupGIlXtQBGAxuFmXd0SHAoXzlwTpo150odUGhj/Asz8AvzDoTJDGhXb9C9wXWV6OLYa2PBPeLMnZK4HhRoG/Q3+tA+ShjV1dH+YfHM+N6y7gT3Fe9Apdbw05CVu63Tbb+q8CfRT88ktvbh9kGSc8NGec1z33l7yqy/Pd0UURSpef53SRx4FjwfD+PEU33YrysCm0RY2V9lZ/tIRKvLr0RnUTPlrN2LbNVyy6bRZWfbc45TnZqELMHLdI08T2OrXO2dFt4/qBWckWZlgLaFz2yOo5Nt8UyKoFITMSMMwWOrCNm/Io25lDqL38i9yyMjIXB2IHh/VizIQXV40CUYChsWxa+HHWGtrMIREIFqkDr6u6Z/jE2DhEAV3dP+/q6rb9juUWi2j/zIcrbY/APU5J8nU5CI6vdQsPitdm3VGmPEZDH8UEODoZ/DfQVB4sGmDv5yYimHJjfDVzWCthLA0STpi8N/gEhb0mxPbCrb9yLPhozEfEaa/tC5SjUrByzO6cP/IFADe25HD3V8cxuxwN2iM7pIS8mffgOPUKRRBQRTdflvjatr6RLZ9ls7Z/WVS0fbWDiR1++ONBz6fl7VvvkhZdiY6QwBT//EE/kG/LLvgc3mp/jz9QrNB4PjGM2O7GlH6S8VbVYQfPrOLyveO4yqsb+qwZC4R+YlOplnic3ioWnAG0e5BHRtA8JRkKvPPsX2B1D0Q23UiotmIW/TS//h/Afh4lJJZsSOIM8Y3ZejNEqVex4S/j8GgGQQIBJRZWahaDIBlZxG2Ez/Qcmo3Ef50ADpeB6IX9rwGb/WCk0ul1fgrGZcV9rwOb3SF/W+Dzw2JQ+GuXTDiMVDrmzrCP8y+kn3MXjubc6ZzRPhF8Om4TxmTMOZ37UulVPDIhPbMn9uTID81J4pMTHxjNyuOFjdoV6HPZqPkgQeofleSSAn7091EPP8cokrVYMf4LZTlmlj6n0PUldswBGuZ+rfuRCQYG2z/TpuVZc88TmlmBlp/f67755OExvy60ZkoitQszcSVb0bQKQm7paM8atZMEBQCQeMTCZyYCAJY95dS9eEpvNaGfRCUkZG5OjGtP4e7yIKgVxEyqy35p49xfNN6ADy64QiCCkPNcQLN59jcTcAYGczQxAlNHHXTEdqjHX3ax6JQJwEiJwo3YlPYceWbMX1z3qRXoYDBD8LclWCMhppc+Gj0ldfM4LTA1mfgzR6QsUZqVBjysJT3xvZq6uh+M8syl/HX7X/F6XUyNHYo741872c9G34NQRC4f2Qqr8zoglopsPF0OZPf3N1gng7O7Gzyrp+N69w5VFFRxHz6Kc7ohpPYuhhej49NH54mY9/3RduGmBYTRZGtH79PzqEDKNVqpjz4GCGtf3kiThRF6lZk4y61ojCoCbmhndxs0AgoDRrC7+iMOsaAz+ah8oMTOLJrmzosmUtA/uuQaXaIHh/Vn6dLAuUBakJvbIfb62TN6y/gdbuJad+NklxpRS6maD06Zx07OgpURqu4c9CTTRx988XYtg1jruuKStsPAL+zZazz2wpAzZdnf7zi5h8K130IsxZKMgrmYlh2q+S0m7e7KcK/vNjrYOeL8Fon2PQ4OEzQqgPcuExK2lu1a+oI/zA+0cd7x9/jrs13YXaZ6RzemcUTF9M+9I+v8I9sH8G6vwyiZ3ww9U4P9y85xu0LDlNudvzhfbuKisibfQPmdetBpSLqmWcI/8tfmqxTKOtQOStePYq93k1YrIFpD/UgONK/wfbvsFpY+sxjlGafRedvYPqjzxCReHH9XvOmfOzHK0EhEHpjO9StWraUx5VIwMBoQue0R9AoceaaqHjrKO6yK6gAICMj0+jYjlVg2SNpQ4Zcl4pX4+Wb994AILr9ELBH4RHddE1fiF0DXw1UcFevv12V3bY/pMffphGjbw+CH16bmXXOlQBYdhRhz/iBmWTiELh7L3SaAaJPamZ4uw+kr27ZzQxeNxxZIBVsd74AHjvE9Yc7d8Cwf4Lql70OmiNen5eXDr7Ev/f9G6/o5Zqka3h16KvoVLrfvc+p3WP46q7+RAfpyau2ce07e/jq0B+TO7IfO0b+DTfiKS9Hk5REwqKFaBIbr8vU7fKy7t2TZB+uOO/L0DBFW4C9Xy3k+DdrQRAY/+cHiG77688X1gNlFzS5Q65viyqwZX3nWjJKfzXht3dCm3zeh+Hj09iON54hn8zvQy7cyjQrRFGkdnkWzuw6BI2CsJs7ogrUsvWj96gtKcIQEorDOwyFKGBzltM+Zz0WPSwYoeCeTrcTqG2asemWQsKk/vTp3B6FOgUBEVPGYQ7pT4FHpPLTU5K+1w9pOwHu+RaGPQpqPyjcD59MgE8mQv7epjmJhqQ2X+qeeK0TbH0abNUQnADXvC11GySPbOoIG4QaRw13b76bt4+9jU/0cW3ytb9pdOxSaB2kZ/Edffm/UamolQKb08sZ9cqOP5TkWvftI2/adTgzMlCGhRH/6ScETWsa40FRFDm0Po9v5p/G6/aR0DmMax/ojiH49z8U/C8Oi4WlTz8mjZgFGJn++LOXVLSt31NM/dZCAIKvTUaX/MfdgGUuD/r2obS6pwvKUB3eWicV7xzDdryiqcOSkZFpgbhKLNQuywIgYFgs+g6h7PhsPvXVlRjDIqiqkDRs4/PXoXFbWNFXQVxwKCOSJzdl2M0ChVLJ+Cem4q+VzHu9Rfls0e4CoHpJBp66H+TD+iCY9gHMWgSBcWAqlGQFPpkIBfubIPo/gMcJhz6CN7vDqnvBUiblvTMWwC3rIKJDU0f4m7G6rdy37T4+PSMZyd3T9R6eGvAUKsUfn8rqGhvEmnsHMiQ1HIfbx4NLT/CnL45QbfntBs71W7eRf8s8vCYTui6dif/8M9SRjWce67R7WP3GMQpOV6NSK5jwp84kdW+You3BVcvYv2wRAMNvvoPUvgN/9fOO7DrqVuUAEDi2DbqkoAaJQ+bSUWhVhN3cAX3HUPCK1CzKwLylQPZhaMbIhVuZZoV5c4G0+qaAkBvaoYk2cHLbN5zesQVBUJDY4wYsFeDEy7CjbyEAH49Q0Mpo5LqudzZ1+C2CPg9cQ0pYVwRFKAqvj4y8TeRqihAtHio+OoHP4fnxBmo9DHkQ/nwIet4qjVHl7YKPx8EHw+HEl+BxNc3J/B58XsjcCF/MgNe7SN0TTrPkIjz1A/jzYeh2Y4vT9PoljpQfYfrq6ewt2YtOqePpAU/z5IAn0SobfmVbpVTwlxEprLl3EJ1jAjE7PDy49AQz39/PmZJLHzETRZHqjz+h4NbbpAS3UyfaLP0Kvx49GjzmS8Hr8bF1QToHVuYC0GV4LOPu6oRG13BSDda6Wr586p+U52ahDzAy47FnaJWQePHtDpdjWi3FZRwZh3+vxnsIkPl9qCP8ibin64VOh5pFZ6ldnoXo9jZ1aDIyMi0Er9VN9WdnEN0+tKnBGEfFk3P4W05u/QYAY+tJCF4VLlctqXmbqA6Atb0F/q//v6/6btvv8G8dzrgbB6PUSAXumrMHydbkg91LxeenEf/XcLXteLjngCShoNRA/m74aAx8fp3UzNCcCx7WKtj1MrzRDdb8FeoKJD+L0U9LDRrtr4EW+L0othQzd/1cdhTtQKvU8uKQF7mry10N+h0P9tfw8c29+NvoVFQKgfWnyhjz2k6+OV12SduLokjNp59SdM89iHY7/gMGEP/RR6iCG2+R/Tsz3dJsExqdksn3dSWuw6+btV0qxzauZecXHwMw8Pqb6DZ20q9+3l1ho/rzdPCJ6LuEX/AAkGl8BJWCkNntMAw878OwKZ/aJWcR3bIPQ3NELtzKNBus35ZRv6UAgKApyejTQijNOsuW+e8A0HHEVDIPS4WS8MIN+DtqONYGdnUU+MfAZxpkZfVqQBAExv7neloZBoKgRW1zsbt6OdWqOnyVTko/O47o/ZnkMzAaJr4CfzkKPW6Rktbiw7D8dni1A3zzKJSdavwTuhREEYoOwfq/wyvtYeEMyNoIiJKG7ayFcPc+6DwDlFfG98jtc/POsXeYt3EeFbYK2gS2YeGEhVyTfM1lP3ZaZADL7+7P38e1RadW8O25Gia+uYtHvj5JjfXXi/xei4WSBx6g4j//AZ+PwClTGr0r4YdY65yseOWIpAUmwOBZqQyckYJC0XAPBXXlZSx+/CEq83LxCwxixuPPEh5/8dE5++lqapedd+Id0JqAEXENFpPM5UXhpybslo4EDI+VdG+/LaP8rWOyw6+MjMxFEb0+ahZl4K11ogzRETorDUtdNRvefQ2AxB6jqCo04kOkz6kPEBBZMFxB/8B4esW3fIPVhiR+VDe6t++BoGyFT3RzsnADFoUNX5GNimVnftp9pvGTTMv+chS63wSCErI3Sc0M7w+F40vAbW+Sc/kJPp8kb7bsdnilHWx5UpI+M0TC2OfhvhPQ/94WJ4vwHTuLdjJj9QwyazMJ1YXy8ZiPGZsw9rIcS6EQ+PPwFFbcM4DUCANVFhd3fHaYexYeocz0y7JgosdD2ZNPUv7c8yCKBM2YQex776LwbziJrYtRV2Fj2QuHqSyoRx+gZsr/dScqOahB9n16xxa2fPQuAH2unUGfKdN/9fNeq5uqT09LZmTxRkKuS5UXkpoYQSEQNDGRoGuTQSFgO1ZJ5fsn8NT99q5ymcuLXLiVaRbYjlVQ+/X3416G3lFY62pZ9fIzeD0e2nTrQ1F2EohQ6yylZ846XCr4YKySycEd6SMnor8JlVbD1OdnEaAfCghoq+ysdy3DITgRc2wULDqM6PuFzoGgWJj0Gvz1jJS8BkSBtQL2vgnvDYB3B8D2/0DJsabtPnDZIGsTrH9Y6qydPwIOvCuNhemCoN+fpe7auSslSQjFlXM5zDXlMmfdHN49/i5e0cvExIksnrCYlOCURotBpVRw15AktjwwlImdo/CJ8MWBAoa+uI23tmZhcXp+so399GnOTZsm6dkqlUQ88ghRzz2LQts0DxWl2XV8+exBynLNaPQqJvy5C52G/rLRwu+hMv8cix9/kLryUozhEcx64j+ExSVcdDtHdh3VC9PBB37dWxE4IVFOflsYglIgcHQCYfM6ojCo8ZTbqHjzKJZ9Jb98/ZWRkbmqEUWR2q+zJUkxtYKwue1Bp2D9W6/gqDcTFteGyrJOAGgrDxJszudEgsCBtnD/sBebOPrmycCHphAdLDUzuGx1bLeuxIsP99Faqnbk/PxGgTEw+Q3480HocTOodFB6DL6+A15KlWQI8naD96e5zmXF54XCg7Dhn/Bqe0ne7OSX4HVB6+5wzTtw33Hoe7dUhG6BeH1e3jjyBvdsuQezy0zH0I4smrCITuGdLvuxO0YHsvregdw5JBGFAGtPlDL85e38d0cOrv/p0PbW11N4513ULVoMgkCrhx8m8ol/I6jVlz3O7yjLNbHshcOYKu0EhOi49oHuhMf9NrO2X+LMzq1sfPd1ALqNm8SAmXN+9fOix0f1Z2fwVjtQBmsJndMOQX3lPHu1dAx9ogib1xFBp8JVWE/FG0dwnK25+IYyjcaV0Vom06Kxn6qi5suzIIJ/n0iMo+PxetysevlZLLU1hMbEovIbiz2vHjNuxh2WbhILhyhwBSp4YNRbTXwGLRO/0ACmPTKTRU87cNp3oM6vYl3aKq5xTUV5yk7Gkj20nTXgl4tBhnBpXGzA/ZC5AU4skSQIyk9Jr+3PSkXdNkMgrg/E9pXkCC5TgVTtsSLkbIHSo1B4QBpb8/5gtVDtB2njodN1kDQCVJrLEkdT4hN9LExfyGtHXsPpdWLUGHms72OMbXN5OhAuheggPW/N7s6Nfat5YvUZ0kvNvPRNJh/uPsedQ5KY2y8evVpJ7RcLqfjPfxDdblSto4h++WX8unVrkphFUeTUjmJ2f5mFzycS0tqfcXd1IqiBDb+K0k+x4oWncNqshMUlMO0fT2AIufjomiO7lupPz4BXRNc+lOBpqQgN2AEs07joUoKJuK87NUvO4syuo25lDvZTVQRPS0UV0nAayjIyMi2f+m2F2A6VXzD0UUf6s3/5EgpPn0Ct1REcM5XCdBGLz8bEM5/jVcBHoxVMDe9OUtgfNyO9ElEoFVzz/GwW3Gel3roRa1kBm1O+YYxnLPYNxZSGKIjq/AvSRaFJMOl1GP64pB17ZAGYCqSfRxaALlDKOVPHQFxfCIpvWEkC0YfBUYpw7AvI2w6528H+A4d4bSC0nww9b4HoppGbakiq7FX8fdffOVB6AIBZabN4sNeDaJSNl9NrVUr+Ma4dk7u05vGVpzmcX8tz6zNYcrCQ/xudyviOUbjz8ii6915cOTkIej3RL71IwIgRjRYjQM7RCjZ9dAav20d4XAAT7umMfwMZgJ3c9g3f/PdNEEU6jRjDsLm3/2rzgOiTNFRdeWYErZKwmzugNFx5z2EtHV1yEBH3dqV6YQbuYgtVn5wmYFgsxpHx8nNGM0Au3Mo0KY6zNVQvyrjQNRZ0jWTEs+n9tyjJTEfr50/agNs48o0JDyJJZz/Hz1VPehys7yXwRKc7CPFrOIOlq43Q5FZMuXc6y1+34HYexn32HJu6bGKseSwBx0X2spb+syb8eiefUg3tJkkvWw1krJUKuTnboL4UTiyWXiAlkK3aQngahKVBaDIERIAhQtLaUv7KKrTPJyWjljKoLwNTEVRlQlUWqsqzjK/Lg5P/s40xBpJHSCZjySNA03ijSY1NrimXJ/c9yeHywwAMaD2AJwc8SSu/hjEe+KP0TQxlzb0DWXOihNc3Z5FbZeX59Rl8vukkT2WuJPKEZPBhGDGC1s88jTIoqEni9Li87Fh0lox9knZZco9WDJvTtkH1bAEyD+xh/Zsv43G7iG7bnikPPY7O33DR7RxZtVR9egY8PnRpwYRe3xZBKSdTLR1lgIaweR2x7i/FtP4czhwT5a8dIXBCG/x7R8rd1DIyMtiOVmD+Jh+AoMlJ6NuHUnDqBHu/+gKADsNnk7FfxIdIpzOfoBC9rOgjYA4RuGfYS00ZerNHF6Bj6iMzWfhENW7nIUxZJznYrhW9HN2pX5KD0+AlIfFXppb8QyU/iEEPQMFeOLYIzq4Dew2cXi69QMp1o3tCZEcISZReQXGgDwH1LyzUiSI468FWBbV5UHMOanKh7CSqkqOMcJoh/Qef1xohZRR0vE7KfVuoFML/sq1gG//e929qHDXoVXr+1e9fTEic0GTxdGgdyFd39mPZkSKeX59BbpWVPy88ygz7Um7a+SkKuw1VRAQx77yNvkPjmb6JosiJrUXsXpoFIiR0CmXUrR0aLI89vmkdm8/LGHYZPYERt9yJ8CtNOaIoUrciG/vpalAKhM5pjzriyn0ea+moQvW0uqsLdWtysB4oo35rIa48M8EzUlEFyc0ETYlcuJVpMhxZtVR9lg5eEX2nsAtdY3u/+kIyI1Mo6Hfdn/h2nWRqVG8+yejSQzi18MZEJd214Uzpfk8Tn0XLJ6ZHAhNuu4HV71vwus9iPn6Sb3uF0ruqF/HHA/nKM59J19+IXqW/+M78QqD7HOnldkD+Hslxt3A/FB0Gp0nqhi088PPbawKkTliVTtLQ9XnBY5f25baB+PPmPd+VNMSQRISY3hDTExIGSh2+V3jBw+l1Mv/kfOafnI/H50Gv0vNAjweYkTaj2RV7lAqBa7pGM6FTFCuOlfDNgtXcuPNTwu0m3IKSQ+NupMf9dxITGNgk8dWWWdn4wSmqi60IAvS9Noluo+Ia9PcoiiLfrlzK7kWS+3Fi915MvP9h1NqLJ0OOzFqqFpwv2rYNIfTGdggqeczsSkFQCBj6t0aXGkzNV5m48s3UfZ2N/XglQdckyQ86MjJXMY6sWmqWntc0HxyNoV9rzFUVrHnteUSfj5Q+Q8g+GgL4cJtO06bqNNVGWDZAwX2J1xLm3zwWcZszYUmtGHfTTNZ8VI3Pc46i9F2Et2tFgiOGyo/Tqb25jm5JvX59JwqFlH8mDJRy2KJDkqdCzlYoOwnWSshcL73+F5Ue9EHwnWeHKILHITUt/Er+6xXUCNHdUCQOlQq10T2vGL8GAJvbxgsHX2BZ1jIAUoNTeWHwCyQFJTVxZJL27fSesYztGMlHO3OwvPs2U9M3A5AdlYrv8aeJT2vXaPF43T52Lj7LmT2lAHQcHM2gmSkolA2TKx5Zv4ptn7wPQPfx1zB07m0XzZHN3+Rj/bZMmhKY1RZdA+nrylw+BLWC4GtT0CYEUrs8C2euifJXjxA0OQm/7q2a3fPl1cKVc1WXaVHYz1RT/YVUtNW1CyFkZhqCUuDUtk3sW7oIgIHX387xHUp8Xi/Fopnrj34AwH9HK7AYBf416h35wtFAJA1OZYR1Hps/fwefJ5/8gzsI7RNCUkUS/U+35b35L3DN9XNIDLy4y/0F1Lrz3a7nR4O8HqhMh8qz0qvqrNQ1YK0ES4WUlLrq4de9q6SuhIBI6RWWCmGpeIIT2XS8mJGTZ6JuRO2opuZg2UGe3PckeeY8AAZFD+KRvo8QbWjeDq0Kl5OB6z+lw8bPAagObMUTXa8nSxML7+wlNcLA9B6xTOkWTXhA43SKZOwrZceis3hcPvQBakbN60Bsu5AGPYbX42bz/Hc4tW0TIGmCDZ1zGwql8qLb2tPPXzM90jUz9Aa5aHulogrTE35nZyx7SjBtzJMS5tePYhgUjXF4HArtxb8vMjIyVw7OPBPVC85caHQIHNsGt8vJqpefxV5vplVCIk7XQDxOO7WijWuOSYWVd8cpiNXquX7g4018Bi2HlBHtGFB+A7vXvIfLW0VG5joMKdMJdwZzbkEOX08v4NqO0y5tZwqlJBUW1wdGPC41IZSdkIx9K89KXbO156QJMtEnNSrU/4qxmUonSS2EtJE6dcPTcLfqzPrD5xg3YTKKKzD/PVJ+hMf2PEZBfQECAjd1uIl7u93bqNIIl4LeVs+1i1/Emr4XgFWpQ3m/7Ti8Gwt4bl8FN/SJY1qPGFoHXUITzO/EanKy4b+nKMs1IQjQb2oyXUfGNsizsiiK7P1qIfuXSc/ovSZPY9Dsmy+67/qdRdRvKwQg6Npk/DrJU7ItCb9urVDHGKj9KhNXQT21X2ViP1NN8LXJstRFEyAXbmUaHdvxSmqWnAWfiL5DKCHXt0VQKcg7foRNH0h6tb0mT6cgPQq72Uy1wsPwb19HJfrY3xZ2dxB4uM01tAlrvBXMq4FO4zrgcd3Bti/fwecp5sj+FYT0v4ngsjCm5w3no0/eodP4AUxJnvL7kgClCiI7Sa//xecDWzU4zZKBgscBHpe0jUonvdR+4Bf6s9q0otuN6/S633HWLZOi+iJeOfwKm/KlAmCYPoyHez/MmPgxzX4xw37iBCUPPYwrLw+A4NnXk/a3v/FitYtP9pxj/akyMsstPLMunec3ZNA3MYSxHSIZ3SGSCGPDj+i4HB52Lsrk7AFJGiE6LZhR89o3mA7Yd9gt9ax+5TkKT59AEBQMu/l2uo2ddEnbWg+VU7s8E3ygax9K6Oy2ctH2CkdQCAQMikbfIZS61Tk40muw7CjCfqyCwAmJ6DuFNfu/dRkZmT+Oq9hC1cenEd0+tKnBhMxMAwG2zH+X8txsdAFG4rrM5dROMy5BpPuJ91GJXrZ2FjiRqODj/v9GpZAf934LvWf3xVRp4sS+jzB5a0k/t4buCdfRxhmNeXkmz5uf44G+f0Ot+I2FUrUOYntLrx/i80n5r6MO7HU/6K4VpOkzfbA00ab+maKf240oFP6Os2zemF1mXj38KkszlwIQ6R/JMwOeoXdU74ts2fhY9++n5MGH8FRWIuj1RD39FHcOG4XhQAGf7M2jzOzg5U2ZvLI5k8Ep4VzXI4bhbVvhr224v8uKfDPr3zuJpdaJRq9i9G0diO9wcc+ES8Hn9bLlw3c5sWUDAP2um02/666/eNF2VzGmdecAMI6Jx9A7qkHikWlc1OF+hN/ZhfqdhZg3F+A4XU35OROB4xPx6yF33zYm8p1cplGxHiqndlkmiNIqTvB1qQhKgfLcbFa/+hw+r5e2A4bg9vai/FwZLgVEZi8h2lKGyQj/HaukpyqQ2YOfbOpTuSLpdk0XUNzDtkVv4POWsWXvAib1vxVtWSDzSq/hw9Vfs6XLFh7v93jDaqcqFJLZmSG84fZ5BWJ1W/ngxAcsOLMAt8+NQlBwXcp13NfjPowaY1OH96v4nE6q3nmX6vnzwetF1aoVUc88g2HQQAC6+vnx2qxuPGF3s+ZECV8dKuJYYR17sqvZk13NYytP0yU2iIHJofRPCqNz64vrwV6Minwzmz46Q125DUGA3pPa0H1sAooGFuCvyMtl1SvPYiovQ6PXM/G+h2nTreclbVu/owjTeinx9eveiuBpKQgNNPIm0/xRhegIu6kD9jPV1K3OwVvrpGZhBpq4AALHt0Gb0DSyIjIyMpcfd7mVqg9PIjq9aNoYL8jjHFm/itM7NiMIkqTY/pWSpJiraj9tarIw+8OCEQrG+yXQM7npNEBbMiPvHY25po68jEWUOEvwK1hDl5ipdLGlUr/Nwq2183huyPMNM+GkUEgSCfogCP7ju2vJiKLIloItPHvgWSrtlQBMS5nG//X8v2aX54puN5VvvU31+++DKKJJSiL6lVfQpaUCcM+wZG4b1Ia1J0r58lAh+3Nr2JFZyY7MSjQqBYOSwxjTIZJ+iUF/KI6M/aVs/+IsXreP4Eg/xt/dmaCIhjHTdbucrH39RXIO7UcQFIy49S66jBp/0e3qdxVjWpsLQMDwWAKGxjZIPDJNg6AUMA6LQ5cWQu2XmbjLrNQuzcR6uIzgKcmylFcjIRduZRoFURSp316EeWMeAP69IwmakoygEKgsyGPpM4/hstuJbd+JiORrObCqABEorzvMTQV78SkFnr9WgaiFp8Z8gEKQCxeXi26TOiMK97N94Ut4vVWs3vshU3rdhKo6lFsrrmXB0dVcW34t/+j7Dya0uYhxmUyD4PK6WJ61nPeOv0e1oxqAPlF9eLDng6SFpDVxdBfHeuBbyh5/HFe+ZKpinDCByMcfQ/kzWraBejU39Innhj7x5Fdb2Xi6jI2nyzmcX8vxwjqOF9bx9rYcNCoFMXolR8iga1wwnaIDSQj1R3UJRU2v18eRDfkcWpuHzyfiH6Rl9K3taZ3S8E9M6bu28c37b+FxOQlsFcE1Dz5GeFzCRbcTfSKmDeew7CwGwDA4hsBxCfLf21WKvn0o2uQg6ncUYdlZhKugnsr3TqBrF0LguDaoWzXMQ5qMjEzzwF1mpXL+SXw2D+oYA2E3dUChUZJ9cD/bPpWkw/pOm8PxrZIUarGvhhtOSiZl745ToNIIPDjmvaY8hRaNoBCY8uh0Fv7dTEXRKrLtueiK19EuaiID67vjPu5hRt10Huv/OGPbjG3qcK8IcutyeeHQC+wp3gNAgjGBx/s9Tq/Ii+gKNwGuomJKHngA+/HjAARNn07EP/6Owu/H92KtSsnU7jFM7R5DfrWVrw4VseZECXnVNrZkVLAlowKAcJ2Sve7T9G4TRodoI0nhBtQXyWc9Li87l2SSfl7PNr5TKKPmdUCrb5jyjsNiYcWLT1KccQalWs2Eex8kpU//i25Xv/vHRVvjqHg5d71C0LQ20Orerlj2lGDelI/rnPl7Ka9hsSga2MhZ5sfIv12Zy47oFalblY31/CiyYXA0gePaIAgCNSXFLH36URyWeiKTU+k08k62fiZd7E/5yvnTUcnAZ8EwyGkt8HjSdGLC2zfZuVwtdJ/YERQPsv3zl/B6K/n64CdMTJmC3pvE3KpJGL0G/un6J6tzVvP33n+nTWCbpg75isTj87A6ZzXvHX+PEmsJAHEBcfyt598YGju02SdCXpOJ8hdfxLRUMpRQhYcT8dijGEePvqTt40P9uWNwEncMTqLC7GBnVhV7s6vYk1NFudlJbr1A7r4CPt1XAIBaKRAb7EebMH/iQ/1pZdQSbtASFqAlxE+DTq3AU+fi2NIcagotACR1D2fI7DT0DazV5PV42PH5hxxdvxqAhK49GH/v39AbAi66rej2Ubs8C9tRKaEPHN+GgMExDRqfTMtDoVESOCoeQ58ozFvysR4sw5FegyOjBr8u4QQMj5MLuDIyVwCuYgtVH54v2kb5Ez6vIwqdirLsTNa+8SKIIh2Hj6Ektw02sxmT0svob99Agci2LgKHUxQ8kzSTMGPz1rtv7ijVCmY9O48vHnZRXbqeU7YzaEpVJEeNY5i5N54CLw+5H2JX8S4e6vUQgVp5AuL3YHKaePf4uyzOWIxX9KJSqLilwy3c2eVOtMrG8Tm4VERRxLRsGeXPPY/PakUREEDUk09gHDfuotvGh/rztzFpPDA6lcxyCxtPl7ElvZyTxSYqHQJLDhWz5JC0WK9RKUiNMBAf6k9ssB9xIX6EB2gJ1KsJ8lMjmt0c/CITU5kNBOg1oQ09xzfcxFhtaTFfv/AUtSVFaP38uebBR4lt/zNSd/9D/c6iC/IIAcPkou2ViKBUEDA4Bn3nMOpW5eI4U41lRxG2Q2UYh8fh3zdKngy8TMiFW5nLis/lpWZhBo6MGhAgaGIihgFSImmqKOerpx/BZqojPL4NA2Y+wPr3JcfcTK2D2TtfRy16OZ4msK6nghHqcK4b8FhTns5VRffxHdAaHmHje8/h85azOnsFY0IHEmjsw5TaYYR4A3lJ/ISpZVOZ034Od3a+E3+1PCrRELh9btafW89/j/+XgnqpKBmuD+eOzncwLWUaamXzNqAQRRHzmrWU/+c/eKuqAAiaNZNWDzyAMuDihcufo5VRx3U9YriuRwyiKJJZamLBup0ow9pwprSe0yVm7G4vuVVWcqusPxMUdHMpGWJXo0bAIYiY2hn40+0dGzyptNTWsOa1/1CccRqAvtNm0e+661EoLm4q5a13Uf3ZGVwF9aCA4Gmp+PeIaND4ZFo2SqOG4GtTMAyIxrQhD8eZamzHKrEdr0TfMYyA4XFoouRrsYxMS8RZYKbqo1OIDi/q2ADCb+mAwk+NqaKMr194Eo/LSULXHmgNI8g+WoZPJRCWuYQIWyXVwQIfjVQwQGFk0oBHmvpUrgjUWiWzn7uTBQ85MVVs5YjtBMpCH4kxExhl6odX8PEGC9ldvJt/9PlHi/AaaC44PA6WnF3C/JPzqXPWATAsdhh/6/k34oxxTRvcz+AuK6P0scex7toFgL5bN1q/+CKamN+2QCIIAmmRAaRFBvCXESnU1Nt4d9lmvCGJnCqp50ypGYvTw6liM6eKzT/Zvq1LyRibGg0CVkGEfqH0nthwDTT5J4+x5tXncVgtGELDmPrwvwiP//X9i6KIeUMe9TuKgPNF29Fy0fZKRhWkI2xue+wZNZjW5eKpsFO3OhfLvlKMo+PRdwxDaGDpuasduXArc9nw1Dmp/uwM7mILqBSEzkpD31FykzRVlPHVU49gqa4ipHUMI2//B+vezcbnEakNFBi46y3C7SbqQpW8Mh5aiwJPTPpMvgE0Mh0GJ6M3PsnKF5/E5ylmQ/UuhpiqiIyfwGBzd2JVrflb2At8fOpj1uSs4c7OdzI1ZWqzLyw2V2xuG0szl/JZ+meUWaUO9RBdCLd2vJUZaTPQqRrenKuhcaSnU/b0M9gPHwZAk5hI1FNP4tejR4MdQxAEEsP96R0uMn58W9RqNT6fSKnZQd75wm1hjY3KeidVFif2KgftSzxEOKXrR57Ky3o/F6MjQxv8mnLu6CHWv/MqdrMJjd6PcX9+gOSefS5pW1eplepPT+OtcyLoVITe0BbdZZBvkLkyULfyI2xue1zFFsxbJcMI+8kq7Cer0KUFYxgYjTY5SL5vysi0EBxZtVR/lo7o8qKJNxJ2SwcUOhU2Ux3Lnvu31OiQkEhqv5vZuVjqaiuoO868gj34lAIvTFGgUMHjo9+T/+4bEI1exY3P38uCBx3UV+/loOsUYh4kJUxgbN0AglVBPBn2Lg/ueJC1MWt5qNdDxBplTc9fwu11syxrGe+feP+Cjm1yUDIP9XqIfq37NXF0P0UURUwrVlL+7LP46usRNBrC77+fkJvmIigvviB/MQJ0ajoGi4wfl3Yhny2stZFRVk9hjU161dqpMztpU+Qi0SZtV6DyssbPxS0RP2Na9zs59s06tn78HqLPR1RyGtc8+Cj+Qb+eh4pekdqvs7AdKgfAODaBgCEx8jXoKkHfNgRdSjDWQ2WYN+XjqbJTszADVYQfxhFxcgG3AZELtzKXBWeuieov0vFZ3Sj8VITe1AFtvCQqX1NSzFdPS0XboIgoxt37GN/Mz8Np8yCEagg49CEda87h0an41zQRlxb+0+tRAgPkka+mILFrNDP+/RRLn3oCjzOfHZ7TdM+wkNJ2Om1qIlkovMy/Y97lmP0UTx94mo9Pf8w9Xe9hfJvxKC+hw1AGyqxlfHn2S5acXYLZJa2uh+pCmdN+Dte3vR4/dfMff/bU1lL5+uvUffkV+HwIej1hd9xOyK23otA0rAzBz6FQCEQH6YkO0jMgWVog8np8HNmYz6Gjefg8Aiqtkn5Tkrh7cGuegwZNKj1uN7sXfcLhtSsBCI9LYOJf/0FI60u7btnPVFOzOAPR5UMVpif0pvaow5v/f3eZpkcTbSBsTnvcZVbMWwuwn6zCcbYWx9laVBF+GAa0xq9rKxQa+XosI9NcsR4pp3ZpFvhEtEmBhM7tgEKrxGGxsPSZx6gtKSIgNJwBM//Kpo8kvfh8fT2zd30EwOLBcC5S4JGYcbSOuPhIs8xvQ+evZs4Lf+Ozh1+kvmofh3ynEM+JJCdMoE9VB+Zrn+FPxifYXrSd3SW7uaHtDdzR5Y5mZ6jVlNg9dlZkr+CTU59ckP+K8o/i7i53MylpEipF8ytLuPLzKXvyKax7JN1dXefOtH7+ObSJiZftmAqFQHyoJPn1HWW5JjZ9fAazGRCg57gE7hofzzMNlMd6PR62L/iAYxvXAtBu4FBG3/kXVBfJ30W3j+rFGThOV4MAwdem4N87skFikmk5CEoBQ58o/LqGU7+zGMvuYjzlNqmA28qPgGGx+HUKQ1DJEgp/hOZ3hZRp0YiiiHV/KXWrc8Enoo7yJ3ROe1QhUqdgVUEeXz39KDZTHSHRsUy8/19882Ee9TUOdMFa0rM3cmv+fkRB4OXJPkpDFdwX2ouuHWY28Zld3USntGLOf55j8ePPYjef4og6j/qzi+mWfC3aaj3PO/7C0UHFvFT+FsWWYv65+5+8f+J95naYy+Skyc1Oo6o54BN97C/dz5KMJWwv2o5P9AEQb4zn5g43MylpUov4vflcLuoWL6Hy7bfxmUwAGMePp9WDf0MdFdVkcZXlmtj2eQY1JZJsQlyHUIbMTsUYKnUmNGTqUFNSzNo3XqDiXA4A3cZOYvANt1w04QXJhMy8pYD6rQUggjY5iNDZbVH4yV3rMr8NdaQ/obPb4amyY9lbgvVQOZ5yG3XLszGtz8Ovazj+PSPRRBuaOlQZGZnz/K95r75LOCHTUxFUClwOO8uf/xeV+efwCwxizJ8eZfPHRXg9PhyhSkZufAWd101WgoKVfQQGCf7MHPZ8057QFYzeoOGmlx7i83+8Ql3pLg6Lp3HneGiXNJmo4kCWqd/ihfgF7KjYyadnPmVlzkpu63Qb01Ont4gF+MtFnaOORWcXsSh9EbXOWgDC9GEX5L80ysu/uP9b8blc1Hz4IVXvvofociFoNIT9+c+EzrsFQdV45ROv18ehtXkcXp+HKIIhWMuIm9oR0zakwY5RX13Fmtf+Q0lmOgADZ82l95TpF21u8FrdkrRXnhmUAqHXt70wWStzdaLQqggcFU/AgNbU7ynBsqcYT4WN2iVnMa07h6FfFP59olD6y884vwe5cCvTYIhuL7Urcy6MSui7hBM8LeVCl095bjZLn30cR72Z8Pg2TPrrv9g4P4e6cht+QRqO1h7mjuNLAfh6mMDhJAVD8GfeuPeb7Jxkvickysitrz/Fwsdfo6ZwB1mqQky5SxkcORIlUXTdFMnXkxew3G8TH536iDxzHk/ue5K3jr7F7LazmZE2g2CdPPZdYilh3bl1rMheQb45/8L7vSJ7MbvtbIbFDvxubl0AAILhSURBVGsRncqiz4d57ToqX38dd5GkaaVNSyPy0Ufw69V0DsAOq5tvV+VycmcxiKAPUDNwegopvSIafGxLFEVObdvEtk/ex+10oAswMvbu+0jqcWnSCF6rm5rFGTiz6gDw7xtF0KREWdRf5g+hCtMTNDkJ4+h4rAfLsewtxlvrxLqvFOu+UtSt/fHvGYlf13B5gUBGpgkRvSJ1q3Ow7pdc4Q2DYwgcm4CgEHC7nKx88SlKs86i8zcw+f/+zbaFFTisbnStdGh3v0mspQKrUcXz14gE+0SeHPcBgkK+f1xOtHo1c194gC8eUVNdsJUTirM48lbRNW4Cijx43Hc72aNn8cKpl8kx5fDSoZf46NRHzG0/l1ltZ11VXhCnq07zZeaXrMtdh8PrACDaEM3c9nO5NuVa9KqGG/FvSKz7D1D2xBO4zklyJP79+xH5+ONoEhIaNY6aUiubPz5DZUE9AKl9Ihg8MxVtA963808cY+2bL34v73XP/5Hcq+9Ft3NX2Kj65DTeGgeCTknonPbokoIaLC6Zlo3CTy0VcAdFY9lXgmVvKb56F+Zv8jFvLcS/Wyv8e0eijjHIkhq/AblwK9MguCukdnh3mRUECBzbBsPg6At/jHnHDrPq1edxO+xEJqcy6a+Ps/GDLKqLreiNGjKUBczb+QFKRI511bC4t5cEj4/npi5EoZS/ps0FrZ+am174GyteasW5w0upUJSwpmIdo/U90Ud2wfp1PtMGDmPmtTNZlrOMz9M/p8xaxlvH3uK9E+8xMm4k01Kn0TuyNwrh6nm4MLvMbM7fzOqc1RwqP3ThfYPawOSkycxIm0FSUFITRnjpiKKIdc9eKl5+GWe6tDqvCg8n7M9/Jmja1EbtRPghPp9I+p4S9q/IxWF1A9C2byQDrktBZ2j44lR9dRXfvP8mecckLd/Y9p0Yd+8DBIRcWreBs8BMzRfpeE0uBLWCoGuT8e8um5DJNBwKnYqAQdEYBrTGmV2H9VAZ9tPVuEus1K3KoW5tLrrkIPSdw9G3D0Whl++1MjKNhdfqpmZhOs4c00/Me90OBytefIqCUydQ6/Rc89C/OLDGhKnCjl+wloKsdcwoOYZXqeDpa0Xq/QTeTLiOMFkioVFQa1TMef5+ljyhpfTsejLFs9iKRPpHjcFVAIlf61h802esM23igxMfUGQp4rUjr/HhqQ+ZmjyVmW1nEhtwZWrg1rvq2Zi3ka8yv+JM9ZkL77cLace8jvMYGT+yWUoiALgKCqh48SXqN20CQBkWRsTf/45xwvhGLS55PT6OflPAwXXn8HlEtH4qhsxOI6Vnw+WIos/Hga+/ZM9XX4AoEh7fhsn/90+CIi8+KefIqqX6i3REhxdliI6wmzugbnX1dpTL/DIKnQrjsDgCBsVgP1lF/e5i3MUWrAfLsB4sQxXhh3+PCPy6tUIZ0Pw675sbzfPKKdNiEEUR2+Fy6lbmILp9KAxqQmam/chQ59S2TXzz/puIPh9xHbsw9k8PsXF+FhX59ej81Zjj7Ez978tofR6K0wJ4fowNf1Hk9X5PERB8+TSEZH4fCoXA1IduYveSaA58/S4OsYrVjh0MLbTQKnYAlt3FaIrqufH6WcxuN5uNeRv57MxnnKk+w4a8DWzI20CMIYZxbcYxts1YUoJSrsjVtkpbJdsKt7GlYAvfln2Lx+cBQECgV2QvJiZOZEzCmBYzPieKIrYD31L19tvYDh4EQGEwEHr77YTMnYNC33SdE6U5JnYtybzQlRAc5c+gmSnENuAo2XeIosiZnVvZ9sn7OG1WlGo1A2bcSI+JU1BcQqe06BOx7CnGtCEPvKKkZ3tjO9SRV08XjkzjIigEdKnB6FKD8Vrd2I9VYD1UjrvUekELt1YpSEXcjmHo0kJQGuUEWkbmcuEqtVK94DTeWieCRkHIzDT0HaRFP5fdxvLnn6A44zRqnZ4pDz3Oye0eSrNNaPQqihXnmHZ0OQCLR0JOa4HpyjCGDv5XU57SVYdSqeD6J/7E2jeDObtnEUXeTLaWeRkaOgwIpfrdk0yYM4LJ105m3bl1fHDiA/LMeXx65lMWnFnA4JjBXJtyLYOiBzVLqYDfgtPrZFfRLtadW8eOwh24fC4A1Ao1oxNGMzNtJl3DuzbbXN9bX0/Vu+9R+9lniG43KBQEz5pJ+P33ozQ2rkZx2TkT2z77ocxXCMNubIchuOGk0yy1NWx89zXyjh8BoOOwUQyfdxdqza8f43s5xBzwgSbeSOicdigNLfv7K3P5EVQK/Lq1Qt81HFe+GeuBMmwnq/CU2zCtO4dpQx661GD0HcPQtw+Rp8F+AblwK/O78Tk81K7Ixn5McgTVJgcRMjPtwoqJKIrsX7aYvV99AUC7QcMYcuPdrH3nNJUF9Wj9VIQMNJD41MMY3TbqYoP5+0QzPoXAc9ETSWw/tcnOTebiDJw5kpi2bVj58tN4nJVs8+yjY4GT9lH9cOVB2WuHCZ3djokpE5mYOJH06nSWZS1jbe5aiixFfHDyAz44+QGJgYmMih/FoJhBdAzt2CJkAn4Ot8/NycqT7Cvdx96SvZysPImIeOHfkwKTmJgk/S4i/VuOcL8oilj37qXqnXexH5a6SwW1muDZswm9605UwU0nf+F1CGxdcJbsgxWA5Pzce2IbOg6NRnkZ5AYsNdVs+uAtco9IhevI5FTG3v1XQmMurXPGa3ZS82Umzuw6APQdQwm+LhWFTr4VyzQOSn81hgHRGAZE466wYT9ReSF5/q6IC6Bu7Y8uLQRdWjCaWCOCsnk+cMvItDRsJyup/TIT0e2TutXmtr+wcOewWlj+3L8ozTqLRu/H1L8/Qfo+kdxjZShUAtq2Psa8+bI0ndZFy8ruXpI9In+79nNopkWxKxlBEJj4l9kERYRxYPk7VHlyWFflYHTgELTEUjn/BMHXpTK5+2QmJk5kd/FuFqYvZE/JHnYU7WBH0Q6MGiNjE8Yyts1YurXq1my7Uf8Xk9PEruJd7Cjcwe7i3Vjclgv/lhiYyJTkKUxJntKsJdJ8Lhd1S76k6t138dbUAOA/YACtHn4IXWpq48bigb3Lcji1owRE0BnUDJrR8DJf2Qf3881/38Beb0al1jD81rvoNGz0xeNzealbnoXt/DO/X7dWBE9Lkc2mZH4TgiCgTQhEmxBI0DVJ2I5XYjtUjquwHkdGDY6MGmoVAtqkQKmRoG0IqsDm7/fSWLSMu4NMs8ORXUvt0iy8dU5QgHFUAgFDYhAU0s3F7XKy+f23OLNrGwC9p0yn+/hZrH7jmCSPEKAmbUIE5ofvItJWizkkkIevNeHUKLhbE8OwEc815enJXCIJXZK47Y03WPT4M5jKT3HKe5CS8nqGBPZGQxRVH54kYFgMxlFtaBfajkdDH+X/evwf2wu3syFvA7uLd5NryuW/J/7Lf0/8F6PGSL/W/RjQegDdI7oTFxDXbFfoHR4Hp6tPc7zyOIfLD3Oo7BA2j+1Hn+kc1plhccMYHjecxMCW1T0u+nxYduyg+r/vYz92DABBoyFo+nRCb78NdWTTFZ+dNjeH1udRtsMf0VcBArTrH0Xfa5Lwuwydgj6fl2Mb17FnyQJcdjtKlYr+M26k58RrUSgvbaHBfqqK2uVZ+GweBLWCwImJ+PeObLbfb5krH3UrP9Qj4zGOjL9QxLVn1OAusuAuseIusVK/rRBBq0QTb0Tbxog2IRBNTACCWn5Yk5H5LYgeH6Z157DsLQFAmxJE6PXfG1Faamv4+vknqMjLQedvYOo/nyTrEJw9UISgEEgZGYbyybsweByUxhp4cbQdf5/IK33/jZ8xuilP7apn4MzRBEeGsfG957B5i1lTt4YR3lEEhSRT+2UmroI6gialMjhmMINjBpNnymNZ1jLW5a6jwl7Bl5lf8mXmlxg1RgZGD2RIzBD6t+5PkC6oqU/tAk6vkxOVJzhUdoj9pfs5Xnkcr+i98O8RfhGMbzOe8YnjSQtOa9a5jeh2U/f111S9+x6eUklfWtOmDRF/fxj/wYMbNXZRFMk9Wkn5Ln9KHNK1Ia1PJAOmJ6NvwE5Wt8PB9s/mc2LzBgDCExKZcO/fCI2Ju+i2nio71Z+fwV1mAwUEjkvEMLB1s/5vLNP8UehUGPpEYegT9X0OeqoKd5kNZ1bdBf8PVYQfuhRpakyTYLzgnXQ1IhduZX4TPqcX0/pzF4wUlCE6Qmakok0IvPCZ+uoqVr70DOW5WQgKBcNvuYvkXsNZ+epRasts+AVq6DMzjrw/30YbUyn1/gaenm6h1l/BeI+au2ctlTsHWhD+QQHMe/UZ1r/zKRm7v6bGncHq2goGOwcTHpZG/bZibIcLCLujN+owP/zUfoxPlJK7elc92wu3s6NoB3tL9mJ2mdmYt5GNeRsBCNYG0zm8M13Cu9A+tD1JQUlE+DW8ydTFMLvMZNdmk1WbRVZdFierTpJZk4lH9Pzoc8HaYPpE9aFvVF8GRg8kwr/laZb6HA5MK1ZS8+mnF4wZBK2WoJkzCL31NtQRrZosNo/by6kdxRxan4fT6gEEItoYGTQzlYiEyzPOVp6bzaYP3qY8NwuAqOQ0Rt/1F8Ji4y9pe5/DQ92a3AumjerW/oTMaivrgck0K35YxPVaXDgype5bZ1YtPpsHZ2YtzkypGxeVgCY6AE20AXW0AU20AVW4n9yVKyPzC7ir7NQsTMd9fvzZMDiGwDEJF/5makqKWPbsvzBXlqM3BjLtn0+SexxObs8HAfpe14bif/2JZFsNdUEBPDrVhlsl8HxwH9p0mN6UpyZzng5DuhMa8xJfPfVvXPZKNppW0Nc3nviw9lj3V+A4W0are/qhNGhICEzggZ4PcH/3+/m27FvW5K5hZ9FO6px1rDu3jnXn1gHSpFa3iG50b9WdjmEdiQuIa5SpNJ/oo8BcwJnqM5ypPsPp6tOcqDxxQQLhO5KDkhkaO5ShsUPpFNap2XtXiF4v5rVrqXzrbdwFBQCoIiIIu/sugqZNQ1A37nh2dbGFXV9mUny2DlAQEKJl6A1tiesQ2qDHKclMZ8O7r1NbIhkJ95w0lQEz56C6hPO1n6qiZmkmosOLwqAmdHY7tImBF91ORua38KNGgkob9lPVOM5U4yqqx1Nuw1Juw7K7GBQC6mgD2rgANAlGtHFGlFdRR65cuJW5ZBw5ddQuy8JbIzmD+veNInBcGxTa75OI4owzrHrlWWymOnQBRibd/zD+wUkse+EwllonhmAtI25J5uTtt9CmphCLzo/XZ7vICxHo5fLy1LXLEbSy1mNLQ6FUMuHeeaT168Ha11/A46pha/0q2jKKTkFtwayj7IV9+HXTEjyzP4rzrscBmgAmJU1iUtIkPD4Pp6pOsadkD/tL9nOm+gy1ztoL42TfYVAbSAxKpI2xDVGGKCL9IgnThlHhraDaXk2IIuQ36YW5vW5qHDXUOeuocdRQaa+kuL6YIksRxZZiCusLqbBV/Oy24fpwuoR3oUt4F/pE9SEtJK3ZJ66/hKeqitqFC6ldtBhvrVSgUQQEEDRjOiE33YS6VdMVbH1eH5kHyzmwKhdLjROAoEg9ytbVTL55IBpNw3fZOm029n75OUc3rEEUfWj9/Bk0+yY6jxh7ya7d9jPV1K7Ixmd2gXD+YX1UvDxaJtOsURo0+HePwL97BKJPxF1mxXnOhCvPjPOcCZ/FjSvfjCvf/P1GKgXqSD/UYXpU4X6ows//DNVd1d0RMjK2oxXUfp2N6PKi8FMRPCMN/Q/010sy0/n6P0/isNQTFBnF1L8/QcZ+G0c2SoWlQTNSyH79MdpVnsOq1fHCdBv1fgJzfQZGT3ivqU5L5meITIrn9rffYtHjT1NTdJL99aspx0LPoC5Qq6XkyW0ET4nD0L8dAEqFkn6t+9GvdT+8Pi/HK4+zo2gHO4t2kl2XTY4phxxTDkszlwKgVWpJDEwkJTiFeGM8kf6RhGvDqfHWYHPbMKqMl9TYIIoiJqeJSnslVfYqKu2VFNYXkm/KJ8+cR545D7vH/pPtwvRh9IroRc/IngyIHkC0oWV0evucTkxfr6D6449w50t/V8rQUMLuuJ2gWbNQaBu38OOwuvl2zTlO7ShG9Iko1Qr84u1Mv7s/en9dgx3H7XCwe8lnHFm/CkQRQ3AIY//0f8R37nrRbX0uL6Y1uVi/LQPO69ne0Bal8eopksk0DepwP9TD/DAOi8Vnc+PIrsORKTUSeE0u3IX1uAvrYY/Uoa4wqFFH+qOO8pd+RvihCtVfkYa7V94ZyTQ4XosL07pz2I5IxStlkJbg61LQJX+vWySKIic2b2Drx//F5/UQHpfANQ8+iqVOy/KXjuCyewiO9GPsvFQO3TqPhPJzWDR6PrpRyYkwF4luD68OfxtNWEpTnaZMA5Dcswt3vP0eS5/9DxXnjpFRv5EiVx6DAwcS4B+G/biI7cAXBE1JwjCk348STJVCRddWXenaqiv3dL0Hl9dFRk0GxyuPc7zyOFm1WRSYC7C4LZyoPMGJyhM/Of4bX78BSMltgCYAvUqPUlCiFJQoFAoEBFxeFw6vA6fHicPr+Nnk9OeI9I8kJSiFlOAU2oW0o0t4FyL9W/aouyiK2A4epG7Jl9R/841kygCoo6MJuWkugVOnoTQ03ULKdwXbQ+vyMFVI/538g7T0ntSGpB5hbNi4vsF//z6fl9Pbt7B78QJspjoA2g4YwtC5t+EfdGlabV6Li7rVudiPS1pgqjA9wVNT5C4FmRaHoBDQtDagaW2AAdGIooinyo6ryIK72IKr2IK7xILo9EoSC0WWn+xD4adCGahFGaSVfho1KPzUKPxUKPSqC/9bUCsQVAoEpQJUQou+tsrIeK1u6lZkYz9ZBYCmTSChs9J+1B2UdXAf6954CY/LSWRSClMeepyjm6s4vrkQgAHTkylb9BrtMg7gVij5eBpkhwl0d/m4f/qXoJQNXJobOn9/bn7xGda9PZ+M3as4V7+NGlcpQ0OGodMZqV1RhmndPlrdPxl1WNiF7ZQKJd0jutM9ojt/7fFXahw1HKs4xtGKoxypOEJmTSYOr4P0mnTSa9J/ctxXvnoFpaDEoDFgUBvQKrUISNdRQRBwe93Y3DbsHjs2j+1HMgc/h1apJS04jfah7Wkf2p6urbqSYExoUddlr9lM7aLF1Hz2Gd4q6e9QERhI6K23EnLDbBT+jZvfet0+Tu2UpsYcFinfTuwWTp9rEth1YCuqBlzkLDh1nG/efxNTuVR47TBkBEPm3obeEHDRbV3FFmoWZ+CptIMAAUNiMI6Umw5kGh+Fnxq/zuH4dQ5HFEW8tU5cBWac55sH3KVWfBY3zuy6C/4h32+rQhmiQxWiQ2nUojCoURo053+qUehUCBoFgkYp5Z+XwRuloZELtzK/iOgTsR4sw7QhD9HuAQH8e0dKXbY/MNNx2mxsev9Nzu7bBUBq34GMvft+8k+b2fTxMXwekaikQEbPTeTwTbcSW3gWq0rLwrkGdofXEubx8m63BwlMGt5UpyrTgOiNAdz43FPsX7aSfcs+xeI8y/qKc3QKn0pbvxgEXQK1K+uo/vQxgmcNxjhq5M92MGqUGjqHd6ZzeGfmMAeQumPzzfnkmHLIN+dTZi2j1FpKmaWMInMRDlHqBnd6nTjtzkuOWSkoCdIGEawLJlQfSowhhmhDNK0NrYk2RJMYlIhR07jOspcTT20tpq9XUPfll7jy8i68r+vSmdBbbiFg5EgEVdPdHrxeH5kHyjm8Pg9TpVSw1fqr6D46ns7DYlBplLjPF5kbkqIzp9j26QdU5OUAEBzVmuG33EVCl+6XtL0oitiPV1K3OgefVbpmGgbFEDgqDkEtdx3KtHwEQZC6IcL9oJvUhS/6RDw1DjxlVtxVdjwVNjxVdtwVdkSHB59NerlLrb/tYEoBy//ohsvItATsp6uo/Tobn8UNCgHj8FgChsdd8IEQRZEDy5ew58vPAWjTrScT73uYA6sKObFNGmcePCsV65bPiN25Dh8CX082sjO+nmi3h1eHvII66NJMMWUaH0GhYMK9dxDfqS2b3n8DkzODteXFDIyYSYQuFNGTQvHfv8avg5vQW2ajDAr6yT5CdCEMjxvO8Djp2cjr81JsKSarLous2iyKLcVSDmwppbi+GA8evKIXk9OEyWm6pDgDtYGE68MJ04cRbYgmwZhAvDGeeGM8cca4FmOU9r84c89Rt2QxdV8txWeT7iGqqChCb7mZoGnTGr1gK/rEC1Nj9dXSc0pwpB+DZqQS2z6kQfNZh8XCzoUfc3KLJDkXEBrOqDv+TJuuPS4pTsvuYkwb88ArojRqCJ6Zhi4pqMHik5H5vQiCgOp8Idavq5R/+lxePOU23GVW3KVWXKUWPJV2fBb3+dzz5xsKfhaFIMkXCRAX1Dzl7FrmFVnmsuMqrKdudQ6ugnoA1FH+BF2bjDbux8Wrspws1rz+H0zlZSiUSgbOmkuPiddyeH0+366W9DETu4UzfGo0R2+YS6uCbCxqHUvmhLI5vJwAr4934q+ldY95jX6OMpcPQRDod90U2g7ozYqXXqSmKIsTlYsp1HdmQKvh+GsDUESMoXbxKare+YSQWZMwTpp80e5OtVJNcnAyycHJP3rf7Xazbt06xowdg0twUe+qp95Vj8PjwCt68Yk+PD4PoiiiUWrQqXRolVp0Sh1GrZEATUCLlTi4VESXC8vu3ZhWr8ayecuF7lqFnx/GiRMJmjEDfccOTRqjx+3l7P4yjmzMx1wlJbc6g5puo+LoOCQaje7y3LLqysvY9cXHZB7YA4DWz5++02bRbexElKpL62hyl1mpXZmD65z0wKSO9CN4Wiqa2It3N8jItGQEhYA6TI86TI/+B++Looho9+AxufCanHjrnNLPehc++3cFXfeF/43H9+Mde0VE1/+8JyPTjPFaXJjWnsN2VJpQU0X4ETI9FU3M9/cBt8PBhndevXC/6TpmAoNvvI0dC7M4u1/qjht6QxqKY2sI/GoBAOvHRLO0XRn+Ph9vJc4kJHVcI5+ZzO+h49DBxLRLYekzz2Aqz2N76XxSgifS1dgWVVhbHAVmzs34M8Yx3Qi5+WZUob+sbapUKIkzxhFnjGNE3IgL77vdbtauXcvwMcNxiA4sLgtmlxm3zy1dgxHxiT40Sg1+Kj/0Kj16lZ5gXfBvkhVr7ohuN/VbtlK7eDG2/fsvvK9NTSX0tlsxjhvX6Bq2oihScKaGfV/nUH2+eOQXqKH3xDa06x+FogE7/ESfj1M7NrPri0+w10syRl1GT2Dw7JvQ6C9ehHJX2KhdmnnhuV/XPpTgaSko/eWufpnmi0KjRBMb8JNnLZ/Ti7fWgafajqfGgbfejc/iwmtx46t34bW6EZ1eRJcXxO82EhF90v8RxOY5WSAXbmV+hKfOgWlDHvZj0oivoFFiHB2PoV/rHxmPiD4fR9avZucXH+PzejCGt2LCXx4iPD6Fb+afIee8rELnYTH0GRbMyetvILAoD5PGjy9vjmRTaAF6n493gnrQbsTTTXKuMpef4KjW3PziyxxctYI9X35Grf0Ea/Mz6BA2lXYBcagiOqIMTaH685VUvPQKxskTCZ51Pbq01N91PKVCiVFtvKK6Y/8Ios+H/fBhTGvWUr9hA17T910Yug4dCJo5A+P4CU0qhwBgt7g4taOYk9uLsNdLBWV9gJquo+LoOPjyFWwttTXsX7aYk1s34vN6EQQFnUeOof+MG/EzXpqsgc/hwbwpH8u+EvABKgXGYbEEDImRx8pkrmoEQUDwU6PxU0PUxa8xoihKxVqPT3p5RdSVVfDa5Y9VRuaPIPpErIfKMK3/fkItYHAMxv/RNDdVlLPyxaeoLMhDoVQx4ta7aTdwJBv+e4qC09UICoHhc9piyNlB/duvAfDNgBQ+7X4OhSjyoi6F5GH/aqKzlPk9BEVEccsrr7Llw484uXU1WbVrqLCdYUDkNQRojei634nl0G5qFk8mcOJoQm64AW1y8sV3/AMEQUCv0mNUG2nl13R+BE2BM/ccplUrMS1bjqdSenZFocAwdCjB11+P/8ABjS7vIIoiBadrOLj2HOXnpCKqRqek+9h4Og+PRd3Auu/ludls+fBdSrPPAhAaE8fIW/9ETPuOF4/V66N+ZzHmzfngFRG0SoImJOLXq/GNoGVkGgqFVokiUtK8/TUu5J0uLz63D7wibreb4zu30bStTD+PXLiVAaTiQ/32Qup3F4NHBAH8urUicEzCT9z6zJUVbHzvNQpOSRqjKb37M/rOv+ByKln+0mGqCi0olAJDZqeRHC+SPnM2fqVFVOsCWHJTLNtDMtH4RN7UJNH1mo9AvjFc0QgKBb2nTCW5dx/Wv/U6ZTlnOFW1mAJzG3pHTCZUpUPXaQbe+IHUb15C3aLF6Lt0wXjNZIzjxqEKvjRdURkJ0ePBdvgIlq1bMG/ahKek9MK/qcLDMY4fj3HyJPQdmv6WVFdu49iWQs7uK8XjljrrDCFaugyPpcOgaNTayyMv4LBY+HbVUo6uX43HJUlqJHTpzuAbbiE8vs0l7UP0idiOVmBaf04ahwV0HUIJmpCIKqThzCVkZK4WBEGQtG1/UOhSeeS/JZnmjavUSt3XWRedUMs6uI+N776G02rFLzCIyQ88Qkh0EitePUpFnhmVWsGYOzrif3IzVU8/AcCmLmnMH5QNCDzo9WfQtIVyztwCUarUjL7zTpJ7dWfdW69hsuayoeBNuoZNJ9kQiyZ+IKpWHajf+jl1iybh378fwTfeiGHw4CaVrWqueKqrMa9dh2nVKhynTl14XxkaStD06wieMQN169aNHpcoiuSdrObQ2nNU5EvXA6VaQcch0fQcm4DO0LDdqzaziT1LPuPElo0giqh1evpfdz3dxk1GeQnfG1exhdrlWbiLpW5gXVowQdemoAqSDchkrg5+mHd+l3mKbiUejfir2zUV8t3gKkd0e7HsL6N+eyE+q1R80CYGEjghEU204cefFUVObdvE9gUf4LLbUWm0DLlxHl1Gj6c4s45v5h/FXu9GH6Bm3J2dCHIUk3nd7WjqainXB/HZzdF8G3QWlSjyiiKCPjO+BKX8FbxaCGkdzexn/sOZXdvY9sl8zNZzbC58naTA0XQO7oLG2Bq/AX/FXXoUx8kvsT/5FOXPPodh0CACJ03Ef/CQJu8Mba74rFYse/Zg2bIFy/YdP+qsVRgMBIweTeCkifj17o2gbFqtVZ9PpOBUNad2FpN/uvrCiEp4XABdR8WS1L0VysskEO+02Ti2cQ0HVy3DaZP0NqNS2zLo+puIbd/pkvfjyKzFtP7cBc1OVZieoMlJ6FLlRQYZGRmZqwGv1U39lgIs+6Vpi1+aUPO43ez84iOOrl8NQFRyGhP/+nd8Pn+Wv3iEunIbWn8VE+/pgnrfWiqeegqAte078vnYdBAEbrL5uPGGFaBpnrp7MpdGYvde3PrGe2z+4F0y9+/kSOUiCi3t6R0+FoM+GL9+9+Iu3I/14BKse++RFtsnTyJoyhS0KVe3ebOnspL6bduo37wZ65694D1vrqZU4j9wAEFTphAwYgSCpvHlH7xeHzmHKzi6qYCqQqkIqtIo6Dg4mq6j4vAPbNhCqNvp4Mi6VXy78itcdskHou2AIQy5cR6GkF+W2/gOn82NaVM+1v2lIIKgVxE0KRG/bq3kLlsZmWaMXDW7ShHdPiwHSqnfUYjv/GiyKkxP4Pg26NqF/OTCXV9Txab33+Lc0UMAtE5tx9g/3U9gRGsOrs3j4NpzIEJYrIHxd3dGOPUtuX+5H6XDTq4xigVzgjljlIq2L3qMDJmzAtRyJ83VhiAIdBg8nKTuvdm16FNObN5AjukbCup30ylsCkl+MaijuqFu3QVv1UFs+77Asm0blm3bENRq/Pr2JWDEcAzDhqOOuLrGwX6I6PHgOHUK6759WPfuw37s2AXNWgBlUBCGoUMxjBiOYdAgFLqm/1uzmV2c2VPCmV0l1Nc4Lryf0CmUrqPiaJ0SdNkSRnu9mSPrV3F0w2qcVqnYGhaXwMBZc0js3vuSj+sqtmBaf+6Cc6mgU2IcFothQLQsiyAjIyNzFSC6fVj2lmDeVoDokIpH+k5hBE1M/MmEWm1ZCWtff4Hy3GwAek6aysBZcynJNrPx/UM4bR4MIVom/6Ur4uYVlD8tSYd93bYbyyefwisITLI6+L9rloAxqnFPVOayoDcEMOmvD5H17UA2vvcWldYzbCjMpHPoFFIMiahj+6KO64EzYyWu9E3UfPgRNR9+hK5DBwLGjiFg5Ei0bS5tMqglI4oirnN5WLZtpX7zFuzHjoH4fRecrmNHAidPxjhh/K9qA19OnDY3p3eXcHJbEZZaaXpLrVXSaWgMXUfGog9o2CKyz+fl9PYt7P3ycyy1NQCEJyQy7KbbL6n5QPSJ2I6UY1qfd6FZS98lXLp2NXCsMjIyDY9cuL3KEN1erAfLMW8vxGd2AaAM0mIcEYdf91YI/9Pp5vN6ObZxDbuXfI7bYUepVjNg5hx6TLgGe72HVa8fo/hsLQDtBkQxaGYqlpXLKf3XEyh8Xo6EJ7P4RjV5ukzUosirDh1D5q4BrWzYczWjMxgYdfs9dB4xhm0L5lOcfoojFQvJ0UTTPWwyrbRGlKF9CJjaF6WmANvuL3Dl5WLdtQvrrl3w7yfQpqXh37cvfn37oOnatalP6bLiczpxnDmD/dhxbAcPYvv2W3yWH7tkquPiCBg+nIARw9F369Ysxut8Xh+F6bVk7Csl91glPq+UdGv9VbTrF0WHQdEERVy+DiJLbQ2H1nzNiU3rcTulYnFI6xj6Tp1J2wFDEBSXVmx1V9gwbynAfvy8fppSwNCvNQHDYmXjBhkZGZmrANEnYj9RiWlDHt6680WaKH8CJ7RBl/zjaQtRFDm+aT07Pv8Qj9OJzhDAuHv+jzbdenJyexG7v8pG9IlEtDEy9s6OOJd+TsVLLwOwtG1P1k45iVMQGWSz88SQl1FEd2/085W5vKT07k902w7sWvQpp7Z+w9GqpRRYEugVPplAlR5t2nXoe03FW7YZy9YVOE6fxnH6NJUvv4I2JRnDyJEYBg5E1a5dU59Kg+GpqsK6b7/UlLBvH57S0h/9u65TJwJGjCBg9Ci0iYlNFKUk83VyRxHpe0pxO88v3hg1dB4aTcfBMQ0uiSD6fGQf2s+eJZ9TXVQAgDG8FQNnzrnkXNaZb8a0NveCpIuqlZ6ga5LRJQU1aKwyMjKXj6Z/spdpFLxWN9Z9JVj2lV5YZVMGaQkYFot/j4if7RYry8li0wdvUXEuB4ColDTG3HUfoTFxFJ6pYdMnZ7CbXai0SobOTiO1eyjl/3me2s8/RwA2x3Zj1UwbZeostD4frzu0DLhxLfiFNOapyzRjIhKTmfmv58g5dICdX3xMbWkx20reJca/C51DhhKADq8rFu3Axwi7zx9XwX6sW7dgP34c59mzOM+epebTT0GpJDY6mqrTZ/Dv2gVdp06oY2Ja5MiP6PXiyi/AmZGO/fhxbMeO4TyT/qOOWgBFYCD+ffrg378f/v36oY6LazbnW11sIWNfKZnflmM7v0AEENHGSMch0SR3b4Wqgc0ZfnT8okKOrF/J6R1b8J7/vYUnJNL32hkk9+6HQnFpx3ZX2DBvPV+wPd/ooe8aTuDoBFnHVkZGRuYqQPSJ2E9VYd5SgKfcBoDSqME4JkEaLVb8z4RadRUb33ud/BNHAYhp35Fx9zyAf2Ao2784y5ndJQCk9Y1kyPUp1LzyEjWfLgBgSbterL/mFDbBS1eHk5d6PIS6wzWNeLYyjYmfMZAxd/6FjkNHsXn+21QV5LGx8C1Sg4bQIbAnarMC/EYT9vcZKMV0LNu/wXrgAM6sbJxZ2VS/+x6CXk/r+Djqqqox9O2DLjUVQd38F5RFrxdXbi7248el17FjOLOyf/QZQa3Gr1dPDCNHEjB8OOrIyCaKFrxuH7nHKjm9q5jizLoL74e09qfryFhSekWgUjdsXiv6fGQf3M++pQupLMgDQOdvoM/UmXQdPQHVJchCuCttmDfkYT9dDZyXdBkZh2FA6580a8nIyDRv5MLtFY6n2k79rmJsh8sRz5v/KIO1BAyJwb9n5M8WbO31ZvZ+9QXHv1mPKPrQ+vszePYtdBo+Go9HZOfiTE5uLwKkG9bYOzoSoHVRcNvt2A4cAOCz9kPZNTGHOmUpep+PN516+sxZB4ard7xd5ucRBIHkXn1p060nJzavZ//yJRSZjlNsPUEbY286BPXHzwL1O+rw+nci5P8mok9UYz/4Ldb9B7Ae2I87vwB9QQF1CxZQJz3/oAwKQtepE7q0VDSJSWiTk9AkJqI0GH49oEZCdLtxl5biKijEmZ2FMzNLKkZnZyM6nT/5vDIkBH2XLui7dcO/Xz907ds1uV7tDzFX28k5Uknmt2UXNL4AdP5qUnpH0K5/FOGxl6/TXhRF8o8f4fD6VeQdO3zh/dap7egzdQZtuva85MK2u9yKeVvhjwq2uvahGEfE/UT7W0ZGRkbmyuPnCraCTknAoBgMg6JR/M/ioyiKnN6+me0L5uO0WVGpNQyafRPdxk7CXO1k2YuHqSyoBwH6X5tMlyERlP7zH5jXrgXgg65D2D32EHbBTWeHk3dT5uDX+45GP2+Zxic6rR1znn+doxvWsPfLzzlbt438+m/pGjqJeP94nKfq8Cla43ftP4l6Pgjbvt1Ytm/Hum8/3tpaDBlnqcp4kSpA0GrRtWuHrnMn9J06oU1JQZOQ0KSSWV6LBWdWFs7sbOlnZhaOkyfxnZeu+iHa9u3w79cP/3798evRHYVe3wQRf09tmZX0vaVk7CvFfl5aUBAgrmMonYfFEPsz8oJ/FNHnI+vgPvYtXUTV+YKtRq+n29hJ9Jw4Fd0lPMd4612YtxRg/bYUfIAA/j0jMY6KQ2mUzcdkZFoicuH2CkT0iTgya7HuL8VxtuZC4UEdbSBgcAz6jmE/Mk74Dq/HzdENa9i/fPEFHch2A4cyZM6t+AcFU5ZrYvMnZzBVSELoHQdH0/+6ZLy5WeTd82fcxcXYVFpe7j2R3ME7sQq1BHu9vO30p9OcdWAIb7TfgUzLQ6lS0W3sJDoOG8XxTev5duVScs0HyK8/TLKxP+2CeqG1gvnrbKo0CnR92hL52BgUaiW2/Hz2f/ghbRVKnKdP48jIwFtX9720wg9QRUSgjo1BHdUadWQk6tZRqCIjUYWGogwKQhkYiCIg4JLH6P8XURQRbTY8tbV4q6rwVFXhqarGU12Fp7wCV2EB7sIi3KWl35sr/A+CToc2JQV9p07ou3VF36UL6tjYZtNR+x3mKjvZRyrIOVxxwUEXQKEUSOgURlrfSOI7hqK8jPqvLoedM9s3c2T9KmqKC6U3BYHknn3oPv4aYtp1vKTfm6SnZqJ+ZzGOjJoL78sFWxkZGZmrB9Htw3q0HMuuYjyVUr4r6JQEDIzGMCAahf6nj07VRQVsnv8ORemSw31kcipj//RXQqNjyT1ayZYF6bjsHrT+KkbN60BMvJaiu+/GuncfHkHBq73HcnLYDhyCk04OJ+9FjcEw7NFGPW+ZpkWhVNJjwjW0GziEfcsWcWLzBvZXLCZbG0u3sPGEaIJw7C7Gsq8EVe/2tH5hAoJCwHrmDEc+/ph4kxnHiRP4zGbsx45hP3aM2u92Lgioo6PRJLZBExePOioSVUTk+Z8RKIOCUPj7/64c02e3462rw2sy4amuxl1SgrukBE9JCe7iElxFRXjKyn52W8HPD33Hjui7dEbXuTN+PXqgCmn6qUyb2UXWwXLOHiiTFlvO4x+ood2A1rQf2JqAyzB15XG5SN+5hcNrVlBTIjVIafR6uo+bTPcJU9AbLt784LW4sOySvieiS2rY0rULIXBsAuoI2eBZRqYlIxduryC8FhfWg+VYD5Re0N8C0KYGEzAkBm1i4M/elEVRJPvgPnZ+8TF1ZZKeUHh8G4bOvY24jl3wuL3sX5HDkY35iCL4B2kZPrctce1DMa1cSem/n0C02ynxD+WpweOxdVmJXbAR7fbwnjuQhLlrwD+s0X4PMi0btVZHz4nX0mXkOI59s5aDq5Zx1rSTHPN+UoL6kBrQE51Lg29XMbm7irHHGQkfFUN9jx6Ejx+PWq3G53LhzMjAfuoUruwcnDk5OHNz8FZW4Skvx1Nejp3DvxyEQoHSaETw06PQaBG051+a8+NnXh/4fIg+H3i9+Ox2fFYrPpsNn80GPt8lnaug1aKOjUHbpg3a1DS0aanoUlOlIm0z6qb9DlEUqSq0kHeyirwTVT8q1goCtE4JIql7K1J6RjS4xtf/UnEuh4pvd/Hhckl/G6QEt+Ow0XQbO4mgiEsbqRO9IvZTldTvLMZdfL5TWDhfsB0uF2xlZGRkrgYuSIrtL8VnOd9Zp1ViGBhNwMCfL9i6XU4OLF/CwVXL8Xk9qLRa+l83mx4TpuDzwa4vMzmxVSrARCYaGX1bR7TWSvJm3YQrOwe7UsMzA8dT0G8TDsFJR6eT90IHEDDxNemmKnPV4RcYxIh5d9Nt7GR2L/qUrG/3sqn4v8T6t6dzyHAM+MO+UnL2leJuG0L0hHhqBw+m3/jxqFQq3Pn52E+exH7yJI5Tp3Hl5OA1mXAXFeEuKsLKrp8/sEKBIiAAZUAACj8/ySdBrUJQqhCUSkSvF9HluvD6rmD7cxNiP4cqIgJtSgra5GS0KcnoOnZEm5zcbHJdh8XNuRNVZB8upzC9FtEndT0JCoG4DiG0H9CahE6hKC6DvIC93kzNySN8vOZL7GYTABq9H93HT6b7+GsurWBb76J+ZxHW/aUXJmzVMQaCxrdBmxjU4DHLyMg0PnLhtoUjenw4MmqwHqmQumvPm/8IehX+PSLw7xOJOvyXzX+Kzpxi95LPKM44DUgJw8BZc+kwdAQKhZLis7VsX3iWuvNjYql9Ihg0IxWN4KbkH//E9PXXABwJT+XFYd0Qkr7Cg4c0p4t3lbGE3/wV6IN/8fgyMr+EWqej1+RpdBk9nlPbNnF47UrSK3eRWbePJGM32gb2R6/UoSswY59/mmDRyFF7Dgn9WhMeG4C+c2f0nTv/aJ9ekwlnbi6e0lLcpaW4S0pxl5XhLi3BWyt1DIjnC6/eujqoq/vd8QsaDaqwMJRhYajCwlCFhqIKD0cdG4smLhZ1TCyqVuHNrov2f3E5PBRl1JJ/sor8U9VYTd9r1goCtE4NIrl7KxK7tcLPeHldaZ02Gxl7dnBy68YLLt0AQZFRdBszkQ5DR6H1uzSzM6/Fhe1wOZZ9P1joUinw7xmBYWA06rCmHc+TkZGRkbm8iKKIq6Ae64FSbCeqwHNeUixIi2FANP69IlDofvqoJIoiWd/uZecXH2Mql7oJE3v0ZsQtd2EMb0VVUT2bPjpDTYk0vdZ1VBx9pyTiOHSIvPvuw1tXR83/t3ffcXaVdeLHP+ee29v0XtN7TwgBQkBDC1IEBUUR7KuwruIKuhZQ0EXXdd1lUVfE+kOwUERBqgRIgQDppE0yk8n0emdub+c8vz/uZJIhPcxMpnzfr9d5nZtzzj3nuefJvfO93/sUp5/vrFhJ+4K/k9ZSzE4k+L+cs/G//wE4yXHYxdiVW1rGlV/+N5p27WDdnx7iwPYtNEV2MdG/gFnZy3HpDly7umnb0YXT6mVPdiuTzyrBUV2NvbqarCuuADL/V41AgOS+fST21ZJqaiTV2paJg/saMqhkEkwTs7cXs7f31AtrtaJnZ2PNycZaUoKttBRbWVlmXVqKY9IkdL9/kO/QuxcOxKnd3Ent5g6aa3r6k7WQmZNh6lnFTFlciMs3NLFtW+1etjz/NDteXY2RysTWvvwCFq26itkXXnxS8Ww6ECe8ponw6639n1+2ci/+91binD74wzgIIc4cSdyOQgcDzejGNqJbO1GxdP8+W4UP79IS3PPy0Y4zSHrznp2s/eNDHNi2GQCrzc6i972fs666FrvLTTycYu1je9i1LtMC1+23c/6HpjJpYSHx3Xuo+9KXSNbWYmoWHpq2ksfO0bAVPQrAudEY/+Gfj++DvwX70M0YL8YHuzPTTWj+xZez5/W1vPnXx9hT+wZ7ezdS7ZvN9Oxl+KxZTNSsqE3t1G9oY73Ngn9OPhPmFlA2LQebI/Ne0LOycC9YAAsWHPN6ZjKZ6fbV15JAJRKYiUSmlUGiL2mpWzJDKWgWNN2C5nRh8XiweNyZtTvzeDQGTOmkQWttL017emjaHaCtLoh5WDBrdehUTM+hek4+1XPzhzxZa6TT1G/dxM41q9n75muk+1p3WKxW3GVVXPyRm6meO//kh0PYHyT8eguxbZ39P3RZPDa8y0rwnF2C7h3a1yOEEOLMMmNpopvaCb/e0j9+LfQNKba8DNec/GNO3NO6dw+rf/cLmnbtAMCbm8d7Pv5ZJi9ZhlLw1jP72fDXOkxD4fLZuPDGGUyYm0/gD3+k9e67IZ1mb04Fd7/nbBJT/oKpmSyNxfnvnLPwXPNL0OWrmTikbPpMPvjN79K0awfrH32YvVvfoi60lUm++czIOQe3xcks007sqTpWP1ELU3KoXlRI1aw8nF4bmqZhzc3FmpuLe8mSI86vlEIlEhjBIGYolFlHo2AYqHQalU5DOg1WK5rdjsVuR7Pb0ZyuzPBi2VmnPczCcDMMk7a6IA07ujnwdteAXmMAeWVeJi4oYOqSIrKLhub7ayoeZ9e6V9jy/N9pq63p3+7IzeeCD32MGeeej2498WdA4kCQ8JomYts7M2PYAvZKH/73VuKYmjMq6kMIcWokOhgllKlINoSIvd1JbHsXRne8f5/ut+NaUIhnQSG24uOPX9O6dw/r/vQQdX2T91h0K3PecxFL3389vrx8lKnYsbaZ9Y/vIx5OgQazl5dx9vsnYXfqBB5+mLZ7v49KJAh7s/nO/A9QM+8tbP5tAHysN8ht5ZehX3Uf6CN/VlMxelh0nennnM+0Zctp3LGNzc8+xd43X6M2tIVi1wSmZp1FiauaErtGCRDe0sHuN9p40VDkVPspn55L+bQciib4jzvmqsVux1JYiK1wfEykl4imaNsfpLU2SPOeAK21QYz0wKEe/PlOqubkUz0nj7IpOei2oZ2JVilF855d7Fyzmj3rXyUWCvbvyy0tZ+7KS5mybDkvvbqG8pknHsPWiKSIbek48kt6uTfzQ9f8guP+0CWEEGJ0U2mTeE2A6OYO4ju6+rsTazYLrrkFeJYWY6/wHfPvSbCznTWP/I6dr74EgNXuYPEV72fJlddid7robonw0u920VqbabE4YV4+F3xkOk67Scs3v0XPn/4EwCsVC/if8yeiVzyB0hTvjUT5fs5ZOD7wa0naimMqmz6TD3z9bpr37OL1x//Ano1vsC+0iYm+uUzPPge37mGWQyNV30P9nm7WJ038E7KompNH1ex88ko9aJYj/29rmobmdGYmLxtjca9Sip62KI27AhzY0U3TngCp+GFzS2hQMjGLCfMLmDi/gKyCoelppZSivW4f21e/wI5X/kEylolDLbqVqWefy6wLL2Lzvv1MO2f5cZO2ylDEdnQRXtNEsv5QXOyYnJ0ZEnFytiRshRjDJEIYwZRhkqgLZpK1b3dhBg/romyz4Jqdj3thIY5J2Uf9Y9x/HqXYv2Ujbzz5KA1vb80832Jh1oqVnH3N9WQVFgHQXBPg1T/W9M8In1vq4cKPTqd4Yhap1lYabv0GkbVrAdhVOYu75q/EmPQYNmcLVqX4Zmc318z9JFz0HRmbSwwZTdOomDWXillzCQe62f7S82x94Rleaf0DflseU/yLqPbNxqvbmOXSmaEUrc1h6vcHeeNvdVjtFgqr/BRN6Fuqs/DmjI8ZVo2USXdLhLa6XlrrgrTVBfuHQTmcJ8tO2bQcyqblUD4tB/8wDBtgmgYte3ZT88Z69m5YR297W/8+d1Y20885nxnnXUDRpClomkYqlTru+Y45jIzNgmteAd6zS7CXn3jcMCGEEKOTMhXJ+iDRze3EtnViRg/1ULMWufGeVYx7YdFRx689KNTVyeuP/5Ft/3gO08g8f+b57+G8D30MX14+6ZTB63+tZeMz9ZiGwubUWX7dVKYvKyZVX8/+L36JxK5dKE3j/828hD8vS+Mo+AsKuCYU5psF52G99kFp7CBOSunU6bz/jjvpbm5i49+f5O2XX2DfgS1M8M1mWvZSfNYcJjt1JjkstLSEqakP8toTtTg9NkqnZFM6NZuyqdnklXqP+91xNEonDdrrg7Ts66V1Xy+ttUHikYGxotNjo3xGDhUzcqmanYcna+ji/972NnatfZkdr750aPJcILuohLkrL2XWBStx+7NIpVJsqa0/9usKxIm80UrkzbZDuQBdwz2/EO95ZdhLZNIxIcYDSdyOMOnuOPGaAPHdARL7elCJQ78Mag4d5/RcXLPzcE7LxWI/fgsxI51m97pXeOOvj9F5YD+QabU447wLWHrN9eQUlwKZmeHXPbaXfRs7ALC7rCxeVc3cC8ux6Bq9f/kLrfd8FzMUAruDR+Zezu+n+XGV/wLNkiDHMPhRR4DF7/0eLP740NwYIY7Cm5PL2ddcz4LLr+LRBx/AHQ2yedM/2NL9EpWeGUz0zyPPUUqpXaPUbiGuoDFh0FTby6aanv7zeLIdFFX7yS3zkFfqJbfUQ3aha0gmIRgOylQEu+J0NYXpbg7T1RShqylMT3tswBheB/kLXBRV+ymdkk35tByyCl3D8qt9OpWiYfsWat5Yz743Xyfa29O/z+Z0MWXJ2cxYfiGVs+dhOYkJLJSpSB4IEt3cQWxrx4Av6bZSD55FRSf8ki6EEGL0UimDeE0PsR1dxHd19080BmDx2XDPLcA9vxBbufe4f+fC3V1s+Muf2frC3zHSmb8lFbPmcv5HPk7xpCkANO0JsPqhQ/NAVM3J4/wPTcWf5yL4zDO0fP0bmJEIaX82d869lh3zNuLo66H26Z5e/rnqCrQr/0fGtBWnLLe0jJWf/BxLr7meR392Hx1N9exr+HmmB5p/CSXuCf2xb9hU1CcMGrZ0ULs5813P4bZSUOnrXwqrfPjzhyf2GwzxSIrOxjBdjWE6G0N0Nobpbo5gGgNjXN1moXiCn4qZuVTMyKWgwjekCetIT4C9b7zGzjWr++ePgcyQhBMXL2XOey6mava8zHBrx6GMvsYHG1qJ7wlA38uyeGx4lhbjXVaKPkRj7wohRib59nqGGeEkibogybpe4jUB0h2xAfstHivOGXm4ZufjnJyNdpwu3geFA91se/FZtr7wd8KBbiCTBJn73ktYuOoq/PkFAMTCSTY+U8+21U0YaRNNg5nnlbL0yom4fHZSbW0033034RdeBCA+eTpfmXQlDVVv4Mx7EgXMiyf4YW+S4g8+AhNXDO7NEeIkWSw6nrJKVq1ahZFIsOe1Nex49R+8sOt3ZNkKmOibS5V3Fk7dxWSnzmQnJO06rQr2dscJ9SSo3XwooAWwWDVyijxkF7nx5zvx57vw52XWvlznkA8XcDxKKeKRFNHeJKGuOL0dMXo7YwQ7YvR2xAh2xTDTRyZoIROsF1X7KZzgp6g60+rYNYzjuva2t7F/y0bqt26iftsmkrFDn3kOt4eJC5cwecnZTFiwGJvDecLzKVORqO0huu3IngkWnx33gkI8C088jIwQQojRRymF0R0nvrcn0+ihJtA/DAJkGj24Zufjnl9wwh5qAN3NTbz11OO8/fKLGH09O8pnzOacD95AxazMhKeRngTrn9jH7tcyE5O5/XaWXz+VSQsLUNHogKERApNm8s/TLiU29TFsrkasSnFXZzdXzfk4XHyP9FAT74rT6yNn5nwuu+2rtOzeybZ/PMvaNx7D053NVP8iKr0z8VrszHLpzHTp9Dqt7O1N0hzNTDzbuCvQfy67y0pOsZucIjfZxW6yC91kF7nx5TmxH2WSvqGWShoEO2P0tvctHVF62mP0tkcJBxJHfY7bb6dkUhbFfUtBhe+4w6MNhp62VvZuWEfNG6/RvGcnqL74W9OonDWHGeddyJSl555wsjGlFIn6INFN7Uc0PnBMzsZzVjGumXknlQsQQow9oyJxe//99/Mf//EftLa2Mm/ePO677z7OOuusM12sU3YwuEzUB0nuD5Ko6z0iUYsF7JV+nFNycE7LwXaSXVmUUjTu3M7m555m74Z1mEampa47K5uFl13JvItW4fR6gcyYlptfaGDLiw2k+lr0lk3L4bwPTiG/3IsyDLp/9//o+PGPMSMRsFp5+6LruMNVhb3ij9jdme4cH+sN8kUtD9sn/gj5kwfxTglx+pxeL3NXXsrclZfS297KntfWUrNhHVtqVlPsnkCVZyal7snYk1AJVPpsKL+NWI6LTk2jKZCguzVKOmHQ1RSmqyl89Ot4bLj8dtx+G26fHZffjstrw+awYnPq2J19a4eObrOgWTQsFq1/jQamoTANEyOtMNMmhqFIJwwSsTTJWHrAOhZMEulNEu1NEA0mj2hV8E4Wq0ZuSV8L4jIPeWVe8kq9eLLtw9qiIhmL0rBjG/u3bKJ+60YCLc0D9ntycpm8+Gwmn7WMipmz0a0n7i5qJg0SewJU1rrp/MFGzMO6wmkOHdfMPNwLCjPjfY2xroBCiLFnrMS5w8XoTZDY30u8pofE3h6MnoFJHD3LgXNmLq6ZeTgmZJ1UoqNp907e/Ouj7H3z9f7ES+nUGZxz3UeonD0PTdNIJw02v3CAt549QLovfp51fhnLrp6Iw20junETzXfcQaqhATSNbedfyb8VVeCs/DW6LUiWYfDj9k4Wn/MVWP6vkrQVg0azWKiaO5+qufOJBnvZ+epq3n7lRTbX/4MKz3Qm+uaR7ywjO55mscOC8llJFXnosFo40BWnszlCMpamrW8YrXeyO3U8OU682XY8OU5cHht2txWn24rDnXlss1uw6BZ0qwWLVUPv67VmmgrTUKi+dTppkIwfjG8zjw82Roj2Jvpj3eTh49EehT/fSV6Zl/xyL/kVPvLLvfjynEMe4xrpNC01u9i/ZRO1b71OR1+v1oOKJk5h6tnnMuO8C/Dl5R/3XEopUq0RSg+46PqvzRiHJaQtXhueRUV4lhRjHYYhy4QQI9uIT9z+4Q9/4LbbbuNnP/sZS5cu5cc//jGXXHIJu3fvpnAED6KulMIIJEg2hUg1hUk2ZhYVTx9xrK3YjX1CFo6J2TgnZ59SN95QVyc7Xn2JHS+/SHdzY//2sukzmXfx5Uw56xystkwiJBlPs211I5ueO0Ci71e8gkofZ10xgarZeWiaRnznTlq+dSfxbZmuXNbZc7hvwQd4WtuDq/h/0PQEXtPkno4u3luyDD7wS3DlvJtbJcSQySosZsmV17LkymsJdXey743XqXljPW/ueJZS5yQqvTMpdlVjCYI7mMokcl0WXOcVQ6WfoNVCbyBBsCtOqDNGsCtOsDNGOmkSj6SIR1IEWs7c63N6bHhzHWTlu/AXuMgq6Fvnu/DmOjMJ4mEW6QnQtHsHTTvfpnHX23Tsr0Opw1o/WSyUTp1O9dyFVM9bSNHEySfsMgaQ7ooR39VNbHeARG0PpBUFODFJoTmtuGbl4Zpz8j0ThBBiJBitce5wUWmTVEsk0+jhQJDkgdARiVp0DXulD+fkHJzTc7GVntws96lEnN3r17D1+b/Tsnd3//aJC5ew5IprKZsxC03TUKai5s021j2+l3B35trFE/2c98GpFE3wo5JJ2n/8Y7p+/gCYJnpJCb+74GM84tiHq/jnoJlUJ1Pc39FN5WU/ggUfHdR7JMTh3P4sFl1+FYsuv4ru5iZ2r3+FLetfJdkYYaJvLpWeGbjwYm8IUQaUuSy4VpaTLvISslro6YgSaIvS0xqltyNGIpomGTdItkQItESG9bXYXVayCzPxbVahm6xCF1kFbnJLPTiGadgrpRQ9rc3s37qJ+q2baHh764DeYprFQvmM2UxesozJS87u79l6zPP1jb0de7uL2I7MhOMluDBIoNl1XLP6Gh9MykbT5ccdIUTGiE/c/uhHP+LTn/40H/94ZuzUn/3sZzz11FP88pe/5Ktf/eoZLl3mw9foSZBqj5Jui5Jqi2Qet8dQyaP8Uqhr2Eu92Cf4cVRn4aj2Y3Gf2oQEqXicmg3rePuVf3Bg+5b+lgE2h5MZyy9g3kWrKKye2H98LJRk60uNbFvd2J+wzSnxsPTKCUycX5BpRRAI0Hnf/xL4wx/AMLB4vURv/iduCeXR7f0TLn9mUrN58QT/3tFFxbn/Citul3G5xKjhy81n/iWXM/+Sy4mHwxzYvpn9Wzayfcvv8cazKHdPocQ9EVvMQeytdnirHSuKvAKdylnFeJZNyExmpXGoZUAoSSyYJBpMEgsliYdTJBMGqXimBUEqYZCMG5hpE9PMtDZQZqb1gVIKXT/UKsFi1dCtFqw2C3aXFbvLiqNvbXdZcftsuLMcuLPseLIcuH32MzpcA0A6maTjQB1t+/bSWltD8+6dBFqajjguq6iY6rkLqJq3kMpZ807YXQz6hpGp7SVR10uipod05zuGkcmy0+YMMuWS+XimStcxIcToNNLj3OGilMIMJkm1Rki2REi1Rki1RDI90945NrsGthIPjkmZBg/2CVknnPfhcF2NDWx94e+8/cqLJCKZRJRutTJj+XtY/L6rySuv7C9T3dZONvy1tn/iXm+Og3OumczkxYVomkZ040ZavvUtknv3AWC99HJuK15BjetPOLM3AbAyEuXuUArvh/4kw4qJYZVbWsayaz/Msms/TGdDPTWvr2PDxucxmxNUuqdT7pmGI+Yi1jfsh103KalyM31xBe7rp2Jx20jG00R6EoR7EkQCmXU8kiIZTZOIpklEU8SjaYyUeagXmWFipEzQ+nqb6Rq6nul11h/nOvW+tRWH24o7y4En247HfyjWtTn1YR931zQMOurrMo0Qdu2gafcOIn1DDx7k8vmpmruA6nkLmbhwCS6f//jnjKYyw7nsCRDf2T2gpxhWjR5fgqqVM/HMKTylzzIhxPgxohO3yWSSt956i6997Wv92ywWCytXrmT9+vVDfn1lKsxYGjOcxAinMIJJjO446UAcIxAnHUhkfvU/ymQ/AOgatmIP9nIvtjIv9jIftiL3aSUYUvE4dVveoub1dex7awOp+KEkRvmM2cxc8R6mLj1vQEIk2Blj8wsN7FzbTLpvvK/sIjeLV1UzZUkRFouGSibpfvhhOu7/CWYw0zXGe8kl/O38D/OjneuwF/8Smy2IrhSf6+nlkwkd6/V/gCkrT/k1CDFSOL1epp59HlPPPg+lFN3NjdRv3cSWretJ1oUotJRR7JqA15YDHSbR1c1EVzeT1tKksw3sVT6y51VSPqVo3CQMY6EgXQ0H6Gw8QFvtXtpqa+hqPNA/LEs/TSO/ooqy6bMonz6TsumzTthVDMAIJkns780ka2t7SbdHBx5g0XBU+3FOz8U5LQeVY+ONv/+d2VOkha0QYnQ603HucFJKYUbTmKEkRjBJOhAn3RUn3RXD6IqT7o6hkuZRn2txW7FX+rFX+jLrCh8Wx6klN2LhEHvWr2Hnmpdo2rWjf7u/oIi5Ky9l9gUr8WTn9Je1cWeA156spX1/Jja2OXUWXFTJgosqsdp1jFCI9h/9iJ6HHwFAz8uj59P/wqdboqRy/hubsw1dKb7Y3cNNlhy0TzwKBVNP59YJMSjyK6rIr6hi2Qc+TKQnQN3mt9j51pvE9nRTZK2i1D0JJx5UbZye2hoC7CbpTqFXuMiaX0757Aq0M9xgYLAp0yTQ2kxb3T7a6/bRXreXlpo9pBLxAcdZdCtl02dmkrVzF1BYPfG4vcVU2iRRHySxt4d4TYBUU7h/gjEAzWXFNT0X16w89Ale3nrhWabNzcdik6StEOLoRnTitrOzE8MwKCoqGrC9qKiIXbt2HfU5iUSCROJQF6pgXzIyvLkNmzeOMskkWg0TlTQxEwYqaaASfUvSxIyk+pb0sZOyh7NqWPNdWAtc6IUurAVurIUu9FwH2jtmpU8rA1LHH7On/7VEo+zf/BZ731hP/Za3SCcPTbqTVVjM9OUXMP3cC8gqPHR/kskkrfuCvP1KM3VbOjnYQ7mg0sv8iyqompuHxaKRTqeIvvIKnT/8Ian9mTFr7dOmYbnlX/iX2hQ7Gu/HWZFpKVCdTPHvHV3MzJuF8dFfksqqgNRhvxSOMKm+sqVGcBnF4Hq3de4vLGbOysuYs/IylGnS3dJEy+6dNOzYjFEfJcvIo8hZhV13Yg1YIZAkuHkvAbWLiB4k6U9jLXXjnpRP9uQKvNk5J9X9f6RJp1KEOtsJdrTT09ZCd1MD3U2NdDc1EAv2HvU5Lr+fwupJFE6YTPHkKZRMnYHT4x1wzDvrxUwYpJsjpBrDmaUpjNmb5J2sRW5sE/zYJ/ixT/RjOWxyjLS8z8cd+Wwff8Z6XQ9mnJtKpYblfkX3dpPTaSe8sRUdS19cbYKhMOOH4umDj81YCjOUwgyn4ARjs6OBnu/KfPYXu7H2LRb/wLHZDfpa851AOpmkbvOb7F77Mvs3b8Q0Mr3ONM1C9YJFzHnvpVTNmd//9zqZSFL/djdbnm/sH+fTarcw6/xS5q0sx+mxYSqDwFPP0PH9H2C0twPge//VPHveB/n+9kexFz+NbkmTaxj8sL2TRYULSV/zS/AUjKjYWT5Px4bTrUe7x8u0c1cw7dwVh1qY7thOz9s7sLZqFNmryLYX4Ig6YLdJZPcBgo/UErYGSeea2Cq8+KYXk1tdhd018sdfVaZJsLODQEsTgZYmelqa6DxQT+eB/UckaQHsbjclU6ZTOnUGpdNmUDRxMla7o39/2jDgsIYLZjRNqiFEsj5E6kBmmETeMUmwXujCMSkLx/QcbFW+/hyBvBfHBqnHsWG46/FUrqMppU4iM3lmNDc3U1ZWxrp161i2bFn/9ttvv52XX36Z119//Yjn3HXXXXz7298+YvuOL/4dn+P0ZhVP6yYpuyJlM0k6TBJOI7N2mCQdBim7gkHoxaGUItkbINrcQLSlkVhHayYY7mP1ePFWTsRbUY0jr3BAEGumIdpsI3LARip06Nc6R14a36Qkjlyjfw4EV20tec89h7tuf+b1eb10XnIxr0xYzB8734aCv2GxRtCU4iPBELcGgjQVXs6u4vejLCM61y/EkDDiMRLdXdg7E3iDNrLTPvKsxTj1Iz9TEkaMQLKNXhUgZA0TdSRIujV0rwery43udKE7nOgOJ5o+fL+sm+kURixGOh49bB0lHY2QCodIR0Kko8cfu8zq8WL35+DIzcORm48jtwCr+zhjCSqwJS24ozquqI4rklk7YzraOz40FYqY2yDkTxP2pwj50xi2EfvnSQgxDKLRKDfccAO9vb34/cfvijoaDWac+/vf/x73SQxD825N2eHD33tqQ3wdLm01SdkyMXTCmYmpD66TDhP1Ln/zNJIJok0NhBv3E21pRKUPfSmyZ+fiq56Mr3oSVvehHxiVCdFmK6E6O+lw399li8JbmcI3MYnuyPwtcjQ3U/DXv+GurQUgmZ9Pw1Xv5/+0EvY6H8PqyyTbz4vGuLuji968i3i77HqUJrGzGD2UaZLo6Yb2HrwBnZyEn3y9GLfVN/A4pQimOuk22umx9BKxx4h7FLrXjdXjw+r2oDtdWGxDOymuUgplpDEScdLRCOlIeMA6FQmRCvWi3tlDrI+m69iz8zKxbU4+zvxC7Fk5xyyzJa3hjui4ozruiBV32IordmQ8n7KZBLNSBLNThLJSmXyBEEIc5lTi3BEdSeTn56PrOm1tbQO2t7W1UVxcfNTnfO1rX+O2227r/3cwGKSiogJrtQ+7z5+ZYdyigQU0u47FoaPZdTSHjuawZLZ5bJnFa8Pitg5pN9xwdxfNu3dwYPtW6rduIhLoGrA/p6SMSUvOZvKSZRRUTxzwR0QpRceBMHteb2Pvm+0kY5k/SFa7hclLCpm1vJS8skOJpfjWrXT97/3E+rrfaXY7WR/5CNpHb+K//vEW64O/xFqSmZxhcjLFtzu7mOMowPjIb5hQdS4ThuwuDK5UKsXzzz/PRRddhM12+l8uxOhxJuo8Hg4T2F1PZE8HZnMca0jHlfbg0F0Uu6oppjpzoAIzbBAKBAilugimOggmuwikuknZUug+Ow63B5vThc3pxO50YXM4sTmd6DYbFosFzZIZ40uzWDKLpmGk05lkbDrdt6QwUmmSsSjJWJRENEoyFiERyawPb7F/PFaHA39BIVkFxeSWlZNbVkFuWQU5pWXYnUdvVWEmDIyueGbpjpPujmN0xkm3R1HHmBXY4rdjK/f2LR6spd5T6voq7/PxR+p8/Onq6jrxQaPYYMa5F1988bAkt3tVHR07GsnJy8Vi1aFv/EosGhbnwXhaP/TYZUX32TMxtdc26DG1UopAcyMHtm+hbuMbNO16e8AQPt68fKadcz7TzzmfvIqqAc+NBpPsWtfKzvUtRHoyfyNtTp2Z55Uw+4JSPFmZFnbpri667/tfgo89BkqhORxk33wzLas+yD3PPELI+99YrRHsSnFbd4APRw3MK39K1qxrqRzUVzt45PN0bBiuekzGYnRu20tkZweqNYkjYseJmyx7AVkcmozLjJiEewL0JNvpSTbSm+ognO7BdCnsPjcurx+Hx4PV7sDmcGC1O7A6HNjsjqP2VFOmSTqZJJ1MkEom+h8no1FioSCxUIh4OISROnGMa7FayS4uIaekjJziMnLLyimYMImc4lIsR2lIYcbTmVi2M5ZZd8RIt0QwAomjnB30fCe2Sh/2Sh+2Sh96vpPyk5kkUd6LY4LU49gw3PV4sNfUyRjRiVu73c6iRYt48cUXufrqqwEwTZMXX3yRW2+99ajPcTgcOByOI7bnfnQ6eXl5Q1ncE1JK0dvWSuOut2ncuZ2mnW/T0zZwSnqr3UHFrDlUz1vEhAWLyCkuPeI8kd4Eu19vZdf61gGze/oLXMxZUcb0ZSU4PYf+o8W2bqXzpz8j/NJLfRexkv3BD5D/T//E061R7nzse6S9L2P1GtgUfLanh0/0BLHNvhYu/xFWV/aQ3I+hZrPZ5INznBnOOrfl5OA7OwfOPrRNpUwSzUFCNW3ED/RgtMWxhMBi6mTZ88myHznWa9pMEkkEiUR6iaZ7iaSDhI0u4kaUuBEhbkRJGFEUJ+4WeiJWuwNPTg6e7Fw82dl4snPw5uThLywiu7CYrMIiXP6s/h+I+sf5jqQwO5KkegOkexOYwSTp3gRGb2acbzN8nG4eFg1rgQtbsQdbiScz7nepB91/5Of06ZD3+fgjdT5+jPV6Hsw4d7jeF1mXT2CttpNVq5afsfoJd3dx4O1Mg4cD2zYTfsfEQXnllZkZ3hcvpWji5AEJIaUUzTU9bH+5idpNHZh9Q6K5s+zMe28Fs5eXYe+brd6MROj+3e/o+sWDmOHM5GS+yy6l8Mtf5hd1bfzvC19Gz34bC5kGD99v72SqrxI+9VssxbOH52a8S/J5OjYMdT3abDY85y6Ecw9tM0JJwjXthHa1km6KovUq9LQFvz0Pvz2PSmb0H6uUImqECPcECHf2EEn1EDECxIwwsXSYmBEiZR49IXqydKsVb24evrwCfPkF+PLy8ednHueWlOMvKOxP0CpDYUZTGKEkRm2EVF88mz647owdN7bVsx3YSr3YSz2ZdZUf3fPu7r+8F8cGqcexYbjq8VSuMaITtwC33XYbN910E4sXL+ass87ixz/+MZFIpH/23ZFKKUW4u4vW2hra9mUm8mmt3Us8NDCrrmkWCqonUDFzNtXzFlE+YzZWu/2I88UjKeq2dLL3rXYadnaj+gJN3WZh4vwCpi8rpmJ6bqZFcd/1I2vW0vXAA0Q3bMicxGIh6+qryf/85wj48rjhrw+yI/4wFn8QDTgnGuOr3QEm2HPgg7+BWVcP5S0SYszRbBacVdk4q7L7tylTYQQTpNtjpNqjpDuipNqjpDqiqHAaq8V+zKTu4dKWNIYljWkxMDQDUzdRVoWyKtA10C2ZWXvtNnSHDavTjtXhQLfZsdrs2B1OdN2amRxBKcykiUplxvVWTQZqv0k02Ug4th8zmsaIpFDx9IDJFI7H4rFlxvrOc2LN61sXebAVuGTyMCGEOIbRGucOl4PjbzbX7KJ5906a9+wi2DGwhbJus1E2fRYT5i1k0pKzj97ooSfBng1t7FzfMqDRQ/HELGavKGPywkL0vomXzHicwMOP0PXzn2MEAgA4Z86k6N++RmjKLK59/KfUmQ+je+NYFXy6p5dP9/Rim/9RuOz74PAecX0hxhrdZydrYTlZC8uBvgkIQylSrRFSLRFSrRGSrWHSXXG0pInH6sdj9VNE1VHPZ2omhiWNYTEwLAamnsawmCgbaFYNzaZjsepY7DoWhw27y4nN0ddLzeHoi3E1VLovtk0aqKCJ2WmQ3tpNZ7QdM5LKxLex9Em9RovPjq0gM4+NNd+NrSTT+MDilsScEGJ4jfjE7fXXX09HRwff+ta3aG1tZf78+TzzzDNHTORwJkWDvXQ3NtDZeICuxvr+mdePNpmPRbdSPGkK5TNmUT5jNqXTZuBwH33s3Vg4Sd2WTvZtbKdxZ6C/VQBkAs3py4qZvLgIh+tQNapUiuCzz9H14IMkdu7MbLRayXrf+8j7zGewVlfz/dVP83DNz8C5H4sNStOKr3V2siIWQ5v7Ibj038GdO7g3SYhxSrNoWLOdWLOdOKfmDNinUmbm1/1AHCOQIB2IY/QkMMJJzFAqs46kQIHVtGI1T+Uj2wRimMRIAic3UMIxXoNTR/fa0f129CxH33LosTXPOWDiMCGEECdnNMS5wyURjdJxoI6O+jo66/fTUV9HR8N+0ol3tMTTNAqrJ1I1dwFVs+dTOn0GNvuRrZCT8TS1mzvY/VorjbsD/T9EWh06084qYvaKMvLLD43bacbj9Dz2GF3/93PSfcNX2KoqKbj1n/FfvooHNqzjvkc+BM5aNB1mJlLc3dHJVIsLrn0Q5nxgyO6NECOdpmmZONFvHxDvKqUwIynSXXHSXTHSXX2xbjCBEUxihpKY0TQWZcFi2LGd3BzeQAqTFAmCnFZbXQ0sbht6dl8sm+049DjXibXAJbGtEGLEGBWfRrfeeusxu4wNNdM0iIdCRHp7CHV10NveRm97G8G+dW9HK4nI0Sf00SwW8ssrKZo0leJJkymaOIX8ymqsx2gSrZSiuzlC/dtdHNjeRfPe3v6WtQB5ZR4mLSxkyuIisosGTkCR7ugg8Mc/0vOHP5Lum+VWc7vJ+eAHyL3pJmylpTy16y2+/at/I2bdDk6wm/C5nh5uDAZx+Mrh/f8FUy8epDsnhDgRzWbBlu/Cln/sGXmVmenOZYZTmPF0ZqbueBoz0beOG5lWBaYCQ6HSJspQYJiZ2b61TPIYDdC0zCSFFg3NlhnTW7PrWOx9j206FpeOxZ0Z39visWFxWftnvhVCCDH4zmScO5xM0yAWDBLu7qK3vZVASzM9bS3968g7hjw4yOH2UDJlWmaW92kzKJk89ZiNHhKxNPXbOqnd3En99k7SyUPDDJVMymLq0mKmLBnY6MEIBgk8/Ajdv/0tRt+4ytaSEvI//zmyr76ahnAv1z30ZZqMF9GcCrsJt/YEuLE3hLVyGVz9U8gdLTNBCDG8NE3L/PjvteOoOvo43CplYoSSmXg3ls4s8TQq1hfnpkyUYaJS5oBYV7MA2qEYF0CzWvrmsLGg2Q7OZWNBd9sOzWPjtmJx2/p7qgohxEg3KhK3g6Fx53ZCPh+maWAaJmY6RTIe75vIJzZgHQ32Eu3tIdITIBYMotSJx5bMKiwir7zyHUsFNofzuM+LR1I01/T0J2vD7xjwPL/Cy6QFhUxaWEBO8cAgVSlFbONGAg/9nuDzz0MqMxaPnpdHzkduIPeGG9Czs9ncspc7/t8/0ZReh2ZVaAquCUf4XKCHImWBc2+D5V+Wrl1CjECa5VDAK4QQQpxJXU0NxNpbadyxHU0D00hjpg2MdLpvYsxIZnLMvnUs1EukJ0Ak0E2ktwdlHj+m9ubmUVA1gYKqCRRWT6SgagI5xaVHnbjooFB3nPrtXdRu7qBpdwDTONToIavQxbSlxUw9q5isgoE/kqZaWgg89BCBhx/B7GuEYS0tIe/jnyD7+uswdI1vvPQrnjzwS9AjaBpcFInzla4uSiwOuOwHsOTTcJyyCSFOTLNZsOY6Iff435uFEGK8GjeJ27/96Hs438UAw06fH19OLv6+CXyy+teZ5UQJ2oNioSTNNT001/TQVNNDV1N4wBiSus1C2dQcqmbnUjU7j6wC9xHnSLW10fuXJ+l9/HGSdXX9210LFpBzww34LrkYi93Ojo4avvGnb7In8gqaZqJp8J5omi91tVOdTsPklXDp9yF/8mnfFyGEEEIIMT68/JsHaNqxjcde+OtpPV/TLLizsvAXFJJTXEp2cWlmpve+x07viRsRJGNpmvYEaNgZoGFnNz1t0QH7c4rdTJxfwMQFBRRU+von3IS+SZLWryfw8MOEXvwH9CWSHVMmk/epT+FftQqsVv7ftr/x47f+h6SlFXQoT8JdXW0sjSegejlceZ+0shVCCCHEsBg3iduc0nK8bjcWXe9f7E4XNpcbh8uF3eXC7nJjd7pw+bNwZ2XjzsrGk5WNy5+Fbj31W5VOGnQ2hmmvD9K+P0R7fZBAa/SI47KL3FTMyCRqy6ZmY7XrRxxjxmKEX3qJnsefILJ2bX+gqTmd+N93Obk33IBz5kwAtne8zd1r7mNH7zrQFJoGi2KK27tbmZlMQXYlXHovTFvV361ECCGEEEKI4/Hl5WPz+fH5s9B1HYvV2hdXW3G43dhdbhxuT+ax24PL68OTk4s3JxdPTi5uf1b/zO4nK9KToGVfL621maW9PjRgKDFNg6IJfibMK2DCvPwjeqgBGD099D75JIHfP0xy//7+7e4lS8j9xMfxrliBZrHwasNrfOvVH9CZqgELuAwLX+jp4vpgCJsjCy7/Hiz6hLSyFUIIIcSwGTeJ2+u//QPy8vKG5NxKKULdcbqbI3S3RAg0R+hsCtPdFBkwodhBuaUeSqdk9y+erCMnVAAwo1HCL79M8NnnCL/8MioW69/nWryI7Pe/H98ll6B7vZjK5NWGV/mvNx6kJvRW5iANFkcsfLmnmdnJJLhy4ZKvwJJPgvXo1xRCCCGEEOJoLvrsF0g9/TSrVq3C9i56sh2NUopIT4LOxnBmaQjTvj9IqDt+xLFZBS4qZuRSMSOXsmnZOI4yy7tKJgm/8gq9f3mS8OrVqL4hxSweD1lXXUXODR/GMXkySilea36N763/X/ZHtgKgmxZuCkb4dE8nXqVg/kdh5V3gLRjU1yyEEEIIcSLjJnH7bhmGSSSQINgZI9gVJ9gRI9gZo7cjRqA1Sipx9CkwXT4bhdV+Cqv8FFb5KJrgx3WcsSqNnh7Ca9YSeu45wq+8goofClZtZWX4r7yC7Kuvxl5VBUA0FeWJnQ/ziy2/pSPRmDlQaZwdsXB7TyNTUimwueH8f4Fz/hmcWYN3U4QQQgghhDgF6aRBb0eM3vYYPe1Retuj9LTH6G6OEI+kjjhe0yCv3EvxxCyKJ2ZRMikL/zEm9VSGQWzTJoJPP03wqacxenv79zmmTyfn+uvwX3EluteDUorVDav50Rs/oS60M3MtpfG+UJrbAo3kmyYUz4FV/wmVS4fkXgghhBBCnMi4Sdwmomli9iSmqTANhWmYJOMGqXiaZMwgGU+TjBskY2li4RTRYIJob5JoMLPEw0cGkoez6BrZRW5ySz3klnjIK/VSUOXDm+MYMLbWOymlSOzcSfiVVwi//AqxLVv6h0EAsFVU4L/0EnyXXIpz1sz+c+0N7OXPex7lz3seI2Fmhl+wGFYuCiv+JdhARToNuh0WfxJW3A6+4kG4i0IIIYQQYrzKTPCbGWc2nTgYUyuMtEkyliYZS5M4uI6miYdTRHoTRHqTRHoSRHoSJKLpY55fs2jkFLvJK/OSX+GloNJHUbUfu/PYX1nMZJLo+vWEXniB0D9ewujq6t9nLSjAf8UVZF11Jc5p0wCIp+M8WfM4D2z9DQ3hfZnrmjqXhEy+3NtIsWGAtwgu+CosvAkspza0gxBCCCHEYBo3idvf37kBl/3IMa9OhcWq4c9z4c934s939S1Ocoo8ZBW50PUTj3ellCK5fz/RN94g+sabRF97jXRHx4BjHFOm4L3gAnyXXoJz5qFkbSQV4e91f+fPex7j7a5t/ce7k24+FIzymXAdHqXA6oSln860sM0qe1evWQghhBBCCICnf7Kd5j0+fv38+nd1HrvLSnahi6xCN1mFLrILXOSUeMgt9WC1nThRmmxoILJ2LZG164isXYsZPTSHhMXvx3fhhfivuALPsrPR+sbUbY208ofdf+CRXX8inMq0xLWYVi7phduD+zMtbO3eTC+1ZbfAu/zeIIQQQggxGMZN4vYgTQOLbkHTNexOHbvTit2pY+tb211WXF4bbr8Dt79vnWXH7bfj9NjQLKc2mZeZTJLYvZvY1q1E33yT6JtvYnR0DiyT241n2TK855+Pd/l52EpL+/elzBQbmjfwdN3TPLv/ORJG39AJykJVxM/nwk1cFjuABcDmyYxfe84/g7fwXd4pIYQQQgghDrG8Mw7WMr3OdN2C3WXF7rLi6F/rOD02PDkOPFl9S3Ymrna4rcftkfZOqdZWYps2EXntdSLr1pFqaBiw31pYiG/le/GtXIl7yRK0vvF302aaNQ2rebzmcVY3voypMkOb2VNurulNcGukjixTZXqpnXUznH+7jGMrhBBCiBFl3CRub7r3bPLz80858XoqzFiMRG0tiZ07iW3fTnzbduJ79kBq4DALmt2Oa9483EsW4z7rLFwLF2KxHxr31jANNrZv5Jm6Z3i+/nkCiUD/PnvCz4qQha9EdlFi7s9s9JfBWZ+BhR8Dd+6QvT4hhBBCCDF+XfSpmTz77LNcdtmlOJz2IYmrzWiURE0NsS1biG3eTHTTZtItLQMPslpxzZ+H55xz8J53Hs7Zs9Esh3q+1fbU8sTeJ3hy35N0xQ8NnZAbzeUTwS4+GtuFDpleaks+Dud+AfylCCGEEEKMNOMmcWvRLYMSXCrTJN3ZSaqxiVTDARJ795LYu4/E3r2kGhtBqSOeo2dn45w9G9fCBXiWLME5dy4Wh2PAMdFUlNdaXuPlxpd5pfEVOmOHtcpNu5kS9vOJSCOXJ7fT/yrKl8DZn4cZV4A+uDP7CiGEEEIIcTibQ8diBd327uNqM5Eg1dBAsr6exJ49xHftJrFrF8kDB46Mp3Udx7SpuBctxnPOMtxLzkL3DhzKoCHYwLP1z/J8/fPs6NpxaEfazZyQly+Ha1iUPtD3QqSXmhBCCCFGh3GTuD0RlU5jRiIYPT2ku7pId3ZidHWR7ugk3dVFqrmZVGMjqeZmVCJxzPPo2dk4pk7FOWc2rjlzcM6eja2s7KjdwZrCTaxtWsvqhtVsaN1Awjh0XmU4KQ4VclWkl08ld+Ai07ULmwfmXAsLb4byRYN8F4QQQgghhDh9SilUPI4RDGbi6PZ20h0dmXV7G8mGRpL19aRbW4/a4AFAz8/HOWsm7gULcM1fgGvObCwezxHXqeut48UDL/Jc/XPs6t512D4L2eESrg6H+Xx8B+6DcXRWBZz16UwvNVfOkN0DIYQQQojBMm4St81f+BfCVisqnYZ0GpVKZRK1kQhmOIyKx0/+ZBYL1uIi7OUV2CdNxDF5Mo5Jk3FMmYyem3vMMbvao+1saN3AhpYNbGjdQFO4acB+lcqhKJzHZdEePpV4m2xtz6GdZYszQebsa8DhO51bIIQQQgghxGnruv9+Sl9+meYnnwTDRKVTkEpjppKYoTBmKIQRDkM6fVLns3i92CsrsU+ehHPadBzTp+GcNg1rfv5Rjw8nw7ze+jprm9aytmktzZHmQzuVBWu0nLPD8M+xHcxU+w/tq1ia6aU2/X2gj5uvP0IIIYQYA8ZN5BLfsAGrfuJZajWXC2t+Pta8PPT8vL7H+dhKirGVlWErL8dWXNw/6cGxpMwUNYEatnVsY2vnVrZ2bGV/cP/Ag5QO8RImhn28L9bFdekdZGlb+goCZFfC7A/AnA9C0czTe+FCCCGEEEIMgviWrXh37iJ6MgfrOta8PKyFhZmloABrQQH2inJslZXYq6rQc3KOO0lZMBlkS/sWNrZvZGPbRrZ2bCWtDiWFNWVFj5SzMKzziVgd57Kmf59y5aDN/RAsvBGKZr2LVy2EEEIIceaMm8RtwZ3fIicnB81qQ7PqaFYrFo8Hi9ebWTwedI8H7bBJwk5WNBVlb89eagI11PTUsKNrBzu7dhI33tmKV8OWLsfRm8eCWIprE/Wcr72OTTMO7gZvEcx6fyZhW74YTmHGXSGEEEIIIYZK9kc/Sl1pKXMXLsDqcKJZrWg2K5rNhsXrQ/d5sfj96F4vmtt93KTsOyWMBHsDe9nZvZNd3bvY1L6JmkANioHDKdjMAmy9JSyOprkxUcPZ2iv9+5Smo01cAQs+ijb9fWB1vPMyQgghhBCjyrhJ3Pouu4ysvLzTfn7KSNEUbqIx3EhjqJGGUAMHggeo6ak5YsiDg+yaG7tRjRnwMSue4LJEK+9hK3laKHPAwclvC6bDtMtg2iooWwSWE7cMFkIIIYQQYjh5zl9OMBzCv2oVthP0PjuWaCpKfbCe+mA9+4P7qQ/Ws6t7F3W9dRjKOOJ4t1aEGSmnJKhxUbyD95s7KdfeyuzUQKGhVZ8Hs69Bm3EleI4+zIIQQgghxGg0bhK3kJnEwFQmaZUmZaQIp8JEUhFCyRDhVJhwKkxvvJfOeCcd0Q66Yl10xjrpiHXQHm0/4hf/w3mtObgpJxnOwRMwWBiPcL7RyELLaxRqPZmD+hodKJsbrepcmHQhTL0U8iYN/YsXQgghhBBiEBmmQVqlSRpJQskQoWSIYDJIKBmiN9HbH0MfXNqibXTGOo95Ppfux6tVkgrmkh9IsjzRw4WqltnaxgE91JTuyCRrp12WSdb6iobpFQshhBBCDK9xk7i98NELUY5jJ15PhsPiJMdegoMCVCoHs9eCLxBnViLMPFqYrm1litaIrvVdp6/hrLJYoXwJ2oQVMPECtLJFYD31IRmEEEIIIYQ4U2575TbW9azj2498m7SZPm6jhuPx2bLJspZiNQpIRTw4u5JMj4ZYbDYzR9vKNEtj5kCN/oYPZlYllqmXwJSL0KqXg909OC9KCCGEEGIEGzeJ27SZRmfgEAS6puOxeXFbPTh1DzbNhY4Hq8rCTHsx4060iIEjFCEvHGSyGaBK66BC28hErQW/Fus70cBrGb4y9IrFUL4kk7AtmQc21zC9UiGEEEIIIQZfwkiQJAnmkftsFhtem78vrvZixY1VZYGRRTrmQo8YOHtDlER6maa6mKC1MFF7i0pLR+YEGgNiaiN3Mnr1OVB1LlQuw5JdKXM/CCGEEGLcGTeJ2+XtV+N0ONEME4tpYk9FcaZjeEng1eJ4iJGjdVCg7SWfXgq0nkOJWciMR2sZeE7TYsPInYy1eBZa0UwonAkl89D9pcP62oQQQgghhBhq1W3LSDcW4rY50ZUCw0Q3DRypCO50HC8xfFqULCIUas0UagGKtAC5WvjQSY4ylUPKW4ZeOg9L6Twongvli9G9hcP3woQQQgghRqhxk7j9j9j/4jcP+5VeA05iTgXDYiflK0fPm4AtbyLkVEPuBMiZgCVvMhYZ8kAIIYQQQowDVzT+hjmpTZB6x46TiKsNi52UvwprwWSsBVMyczzkToKiWdjcuUNVZCGEEEKIUW3cJG7D2VPRPS7QdNBtaA4futOH1eVHd/nB7gVXDngL+5Yi8BSgO7PQpVuWEEIIIYQY50oqp9Cxvx2Xx4em28BizcTVTj9WVxZWdxYWpx+cfvAWg68YfCXgK0Z35UhMLYQQQghxisZN4tbxqWfx5OWd6WIIIYQQQggxKmVd9xOefvppVq1ahc12El3XhBBCCCHEu2I58SFCCCGEEEIIIYQQQgghhpMkboUQQgghhBBCCCGEEGKEkcStEEIIIYQQQgghhBBCjDCSuBVCCCGEEEIIIYQQQogRRhK3QgghhBBCCCGEEEIIMcJI4lYIIYQQQgghhBBCCCFGGEncCiGEEEIIIYQQQgghxAgjiVshhBBCCCGEEEIIIYQYYSRxK4QQQgghhBBCCCGEECOMJG6FEEIIIYQQQgghhBBihJHErRBCCCGEEEIIIYQQQowwkrgVQgghhBBCCCGEEEKIEUYSt0IIIYQQQgghhBBCCDHCSOJWCCGEEEIIIYQQQgghRhhJ3AohhBBCCCGEEEIIIcQII4lbIYQQQgghhBBCCCGEGGEkcSuEEEIIIYQQQgghhBAjjCRuhRBCCCGEEEIIIYQQYoSRxK0QQgghhBBCCCGEEEKMMJK4FUIIIYQQQgghhBBCiBHGeqYLMNSUUgCEQiFsNtsZLo0YDqlUimg0SjAYlDofJ6TOxx+p8/FH6nz8CYVCwKFYThzp4L0JBoPDcj15H44NUo9jg9Tj6Cd1ODZIPY4Nw12PB2O3k4lzx3zitqurC4AJEyac4ZIIIYQQQohT1dXVRVZW1pkuxoh0MLldUVFxhksihBBCCCFOVSgUOmGcO+YTt7m5uQAcOHBAgv5xIhgMUlFRQUNDA36//0wXRwwDqfPxR+p8/JE6H396e3uprKzsj+XEkUpLS2loaMDn86Fp2pBfT96HY4PU49gg9Tj6SR2ODVKPY8Nw16NSilAoRGlp6QmPHfOJW4slM4xvVlaWvInGGb/fL3U+zkidjz9S5+OP1Pn4czCWE0eyWCyUl5cP+3XlfTg2SD2ODVKPo5/U4dgg9Tg2DGc9nmzjUomEhRBCCCGEEEIIIYQQYoSRxK0QQgghhBBCCCGEEEKMMGM+cetwOLjzzjtxOBxnuihimEidjz9S5+OP1Pn4I3U+/kidjzxSJ2OD1OPYIPU4+kkdjg1Sj2PDSK5HTSmlznQhhBBCCCGEEEIIIYQQQhwy5lvcCiGEEEIIIYQQQgghxGgjiVshhBBCCCGEEEIIIYQYYSRxK4QQQgghhBBCCCGEECPMmEjc3n///VRXV+N0Olm6dCkbNmw47vF/+tOfmD59Ok6nkzlz5vD0008PU0nFYDmVOn/ggQdYvnw5OTk55OTksHLlyhP+HxEjz6m+zw965JFH0DSNq6++emgLKAbdqdZ5T08Pt9xyCyUlJTgcDqZOnSqf76PMqdb5j3/8Y6ZNm4bL5aKiooIvfelLxOPxYSqteLdeeeUVrrjiCkpLS9E0jSeeeOKEz1m9ejULFy7E4XAwefJkfv3rXw95OccbiavHBomVxwaJf0c/iWfHBolRR7dRH3OqUe6RRx5Rdrtd/fKXv1Rvv/22+vSnP62ys7NVW1vbUY9fu3at0nVd/eAHP1A7duxQ3/jGN5TNZlPbtm0b5pKL03WqdX7DDTeo+++/X23atEnt3LlT3XzzzSorK0s1NjYOc8nF6TrVOj+orq5OlZWVqeXLl6urrrpqeAorBsWp1nkikVCLFy9Wq1atUmvWrFF1dXVq9erVavPmzcNccnG6TrXOH3roIeVwONRDDz2k6urq1LPPPqtKSkrUl770pWEuuThdTz/9tPr617+uHnvsMQWoxx9//LjH19bWKrfbrW677Ta1Y8cOdd999yld19UzzzwzPAUeBySuHhskVh4bJP4d/SSeHRskRh39RnvMOeoTt2eddZa65ZZb+v9tGIYqLS1V//7v/37U46+77jp1+eWXD9i2dOlS9dnPfnZIyykGz6nW+Tul02nl8/nUb37zm6Eqohhkp1Pn6XRanXPOOeoXv/iFuummmyRwHWVOtc5/+tOfqokTJ6pkMjlcRRSD7FTr/JZbblHvec97Bmy77bbb1Lnnnjuk5RRD42SC6Ntvv13NmjVrwLbrr79eXXLJJUNYsvFF4uqxQWLlsUHi39FP4tmxQWLUsWU0xpyjeqiEZDLJW2+9xcqVK/u3WSwWVq5cyfr164/6nPXr1w84HuCSSy455vFiZDmdOn+naDRKKpUiNzd3qIopBtHp1vl3vvMdCgsL+eQnPzkcxRSD6HTq/Mknn2TZsmXccsstFBUVMXv2bL73ve9hGMZwFVu8C6dT5+eccw5vvfVWf1e12tpann76aVatWjUsZRbDT2K4oSVx9dggsfLYIPHv6Cfx7NggMer4NNLiG+sZueog6ezsxDAMioqKBmwvKipi165dR31Oa2vrUY9vbW0dsnKKwXM6df5Od9xxB6WlpUe8EcXIdDp1vmbNGh588EE2b948DCUUg+106ry2tpZ//OMffOQjH+Hpp59m7969fP7znyeVSnHnnXcOR7HFu3A6dX7DDTfQ2dnJeeedh1KKdDrNP/3TP/Fv//Zvw1FkcQYcK4YLBoPEYjFcLtcZKtnYIHH12CCx8tgg8e/oJ/Hs2CAx6vg00mLOUd3iVohTde+99/LII4/w+OOP43Q6z3RxxBAIhULceOONPPDAA+Tn55/p4ohhYpomhYWF/PznP2fRokVcf/31fP3rX+dnP/vZmS6aGCKrV6/me9/7Hj/5yU/YuHEjjz32GE899RR33333mS6aEEKMWhIrj04S/44NEs+ODRKjisE2qlvc5ufno+s6bW1tA7a3tbVRXFx81OcUFxef0vFiZDmdOj/ohz/8Iffeey8vvPACc+fOHcpiikF0qnW+b98+9u/fzxVXXNG/zTRNAKxWK7t372bSpElDW2jxrpzO+7ykpASbzYau6/3bZsyYQWtrK8lkErvdPqRlFu/O6dT5N7/5TW688UY+9alPATBnzhwikQif+cxn+PrXv47FIr9NjzXHiuH8fr+0th0EElePDRIrjw0S/45+Es+ODRKjjk8jLeYc1f9j7HY7ixYt4sUXX+zfZpomL774IsuWLTvqc5YtWzbgeIDnn3/+mMeLkeV06hzgBz/4AXfffTfPPPMMixcvHo6iikFyqnU+ffp0tm3bxubNm/uXK6+8kgsvvJDNmzdTUVExnMUXp+F03ufnnnsue/fu7f+SArBnzx5KSkokyB0FTqfOo9HoEYHvwS86SqmhK6w4YySGG1oSV48NEiuPDRL/jn4Sz44NEqOOTyMuvjkjU6INokceeUQ5HA7161//Wu3YsUN95jOfUdnZ2aq1tVUppdSNN96ovvrVr/Yfv3btWmW1WtUPf/hDtXPnTnXnnXcqm82mtm3bdqZegjhFp1rn9957r7Lb7erPf/6zamlp6V9CodCZegniFJ1qnb+TzKo7+pxqnR84cED5fD516623qt27d6u//e1vqrCwUN1zzz1n6iWIU3SqdX7nnXcqn8+nHn74YVVbW6uee+45NWnSJHXdddedqZcgTlEoFFKbNm1SmzZtUoD60Y9+pDZt2qTq6+uVUkp99atfVTfeeGP/8bW1tcrtdquvfOUraufOner+++9Xuq6rZ5555ky9hDFH4uqxQWLlsUHi39FP4tmxQWLU0W+0x5yjPnGrlFL33XefqqysVHa7XZ111lnqtdde69+3YsUKddNNNw04/o9//KOaOnWqstvtatasWeqpp54a5hKLd+tU6ryqqkoBRyx33nnn8BdcnLZTfZ8fTgLX0elU63zdunVq6dKlyuFwqIkTJ6rvfve7Kp1OD3OpxbtxKnWeSqXUXXfdpSZNmqScTqeqqKhQn//851UgEBj+govT8tJLLx317/PBer7pppvUihUrjnjO/Pnzld1uVxMnTlS/+tWvhr3cY53E1WODxMpjg8S/o5/Es2ODxKij22iPOTWlpK22EEIIIYQQQgghhBBCjCSjeoxbIYQQQgghhBBCCCGEGIskcSuEEEIIIYQQQgghhBAjjCRuhRBCCCGEEEIIIYQQYoSRxK0QQgghhBBCCCGEEEKMMJK4FUIIIYQQQgghhBBCiBFGErdCCCGEEEIIIYQQQggxwkjiVgghhBBCCCGEEEIIIUYYSdwKIYQQQgghhBBCCCHECCOJWyGEGAfuuusu5s+f/67OcfPNN6NpGpqm8cQTTwxKuQ5avXp1/7mvvvrqQT23EEIIIYQYuyTOFUKMZZK4FUKMK4cHZYcve/fuPdNFG1L/+q//yosvvviuz3PppZfS0tLCZZdd1r/tWAHuzTfffNLB6TnnnENLSwvXXXfduy6jEEIIIcR4JHHuuyNxrhBiJLKe6QIIIcRwu/TSS/nVr341YFtBQcERxyWTSex2+3AVa0h5vV68Xu+7Po/D4aC4uHgQSjSQ3W6nuLgYl8tFIpEY9PMLIYQQQowHEueePolzhRAjkbS4FUKMOweDssMXXde54IILuPXWW/niF79Ifn4+l1xyCQDbt2/nsssuw+v1UlRUxI033khnZ2f/+UzT5Ac/+AGTJ0/G4XBQWVnJd7/7XeBQ16ienp7+4zdv3oymaezfv79/25o1a1i+fDkul4uKigq+8IUvEIlE+vdXV1fzve99j0984hP4fD4qKyv5+c9/PuB1NTY28uEPf5jc3Fw8Hg+LFy/m9ddfB47sQvbGG29w0UUXkZ+fT1ZWFitWrGDjxo2DdYuPsH///qO2ALnggguG7JpCCCGEEOONxLkS5wohxhZJ3AohxGF+85vfYLfbWbt2LT/72c/o6enhPe95DwsWLODNN9/kmWeeoa2tbUBXp6997Wvce++9fPOb32THjh38/ve/p6io6KSvuW/fPi699FKuvfZatm7dyh/+8AfWrFnDrbfeOuC4//zP/2Tx4sVs2rSJz3/+83zuc59j9+7dAITDYVasWEFTUxNPPvkkW7Zs4fbbb8c0zaNeMxQKcdNNN7FmzRpee+01pkyZwqpVqwiFQqdx106soqKClpaW/mXTpk3k5eVx/vnnD8n1hBBCCCHEQBLnSpwrhBiFlBBCjCM33XST0nVdeTye/uUDH/iAUkqpFStWqAULFgw4/u6771YXX3zxgG0NDQ0KULt371bBYFA5HA71wAMPHPV6L730kgJUIBDo37Zp0yYFqLq6OqWUUp/85CfVZz7zmQHPe/XVV5XFYlGxWEwppVRVVZX66Ec/2r/fNE1VWFiofvrTnyqllPq///s/5fP5VFdX11HLceedd6p58+Yd874YhqF8Pp/661//esxjbrrpJnXVVVcdsR1QTqdzwD31eDzKarUe9fhYLKaWLl2q3ve+9ynDME7qGkIIIYQQ4vgkzj06iXOFEKOZjHErhBh3LrzwQn7605/2/9vj8fQ/XrRo0YBjt2zZwksvvXTUcbP27dtHT08PiUSC9773vaddni1btrB161Yeeuih/m1KKUzTpK6ujhkzZgAwd+7c/v2aplFcXEx7ezuQ6Za2YMECcnNzT+qabW1tfOMb32D16tW0t7djGAbRaJQDBw6c1mv4r//6L1auXDlg2x133IFhGEcc+4lPfIJQKMTzzz+PxSIdP4QQQgghBovEuRLnCiHGFkncCiHGHY/Hw+TJk4+573DhcJgrrriC73//+0ccW1JSQm1t7XGvdTBgU0r1b0ulUkdc47Of/Sxf+MIXjnh+ZWVl/2ObzTZgn6Zp/V3EXC7XccvxTjfddBNdXV3893//N1VVVTgcDpYtW0YymTyl8xxUXFx8xD31+XwDxjwDuOeee3j22WfZsGEDPp/vtK4lhBBCCCGOTuJciXOFEGOLJG6FEOI4Fi5cyKOPPkp1dTVW65EfmVOmTMHlcvHiiy/yqU996oj9B2fxbWlpIScnB8i0GnjnNXbs2HHMIPtkzJ07l1/84hd0d3efVGuEtWvX8pOf/IRVq1YB0NDQMGAiiqHw6KOP8p3vfIe///3vTJo0aUivJYQQQgghjk/i3MEjca4QYqhI230hhDiOW265he7ubj784Q/zxhtvsG/fPp599lk+/vGPYxgGTqeTO+64g9tvv53f/va37Nu3j9dee40HH3wQgMmTJ1NRUcFdd91FTU0NTz31FP/5n/854Bp33HEH69at49Zbb2Xz5s3U1NTwl7/85YhJG47nwx/+MMXFxVx99dWsXbuW2tpaHn30UdavX3/U46dMmcLvfvc7du7cyeuvv85HPvKRU27NcCq2b9/Oxz72Me644w5mzZpFa2srra2tdHd3D9k1hRBCCCHEsUmcOzgkzhVCDCVJ3AohxHGUlpaydu1aDMPg4osvZs6cOXzxi18kOzu7v3vYN7/5Tb785S/zrW99ixkzZnD99df3j8lls9l4+OGH2bVrF3PnzuX73/8+99xzz4BrzJ07l5dffpk9e/awfPlyFixYwLe+9S1KS0tPupx2u53nnnuOwsJCVq1axZw5c7j33nvRdf2oxz/44IMEAgEWLlzIjTfeyBe+8AUKCwtP8y6d2Jtvvkk0GuWee+6hpKSkf7nmmmuG7JpCCCGEEOLYJM4dHBLnCiGGkqYOH5BGCCGEOIabb76Znp4ennjiiVF9DSGEEEIIIQ4nca4QYqSSFrdCCCFO2t/+9je8Xi9/+9vfBvW8r776Kl6vd8CMw0IIIYQQQgwXiXOFECORtLgVQghxUtrb2wkGg0BmpuF3zkz8bsRiMZqamgDwer0UFxcP2rmFEEIIIYQ4HolzhRAjlSRuhRBCCCGEEEIIIYQQYoSRoRKEEEIIIYQQQgghhBBihJHErRBCCCGEEEIIIYQQQowwkrgVQgghhBBCCCGEEEKIEUYSt0IIIYQQQgghhBBCCDHCSOJWCCGEEEIIIYQQQgghRhhJ3AohhBBCCCGEEEIIIcQII4lbIYQQQgghhBBCCCGEGGEkcSuEEEIIIYQQQgghhBAjjCRuhRBCCCGEEEIIIYQQYoT5/8Z/sGP13SuSAAAAAElFTkSuQmCC",
"text/plain": [
"<Figure size 1400x600 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"Cantidad_De_Frecuencias = 7\n",
"Inicio_Barrido_Exponente = 0.8\n",
"Fin_Barrido_Exponente = 0.5\n",
"Periodo_Muestreo_Lenta = np.linspace(start=Inicio_Barrido_Exponente, stop=Fin_Barrido_Exponente, num=Cantidad_De_Frecuencias)\n",
"Tiempo_Inicio = 0\n",
"Tiempo_Fin = 1000\n",
"Cant_Componentes = 5\n",
"Comp_Ruido = 1\n",
"Seed = 42\n",
"\n",
"# Crear una figura con dos ejes uno al lado del otro\n",
"fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(14, 6)) # Ancho y alto en pulgadas\n",
"\n",
"for i in range(len(Periodo_Muestreo_Lenta)):\n",
"\tValoresLinea, Resultado_Desfasaje, Lista_Parametros= Generacion_Muestras(Tiempo_Inicio, Tiempo_Fin, Periodo_Muestreo_Lenta[i], Seed)\n",
"\tDesfasaje_Señal_Sin_Media = Resultado_Desfasaje-np.mean(Resultado_Desfasaje)\n",
"\tEstimacion_PMUSIC = spectrum.pmusic(Desfasaje_Señal_Sin_Media, IP=Cant_Componentes, NSIG=Cant_Componentes-Comp_Ruido, sampling=1/Periodo_Muestreo_Lenta[i])\n",
"\tEstimacion_PMUSIC()\n",
"\n",
"\t# Superponer el espectro al mismo eje\n",
"\tax1.plot(Estimacion_PMUSIC.frequencies(), 10 * np.log10(Estimacion_PMUSIC.psd), label=f'Ts={Periodo_Muestreo_Lenta[i]:.5f}')\n",
"\t# Superponer el espectro al mismo eje\n",
"\tax2.plot(Estimacion_PMUSIC.frequencies(), 10 * np.log10(Estimacion_PMUSIC.psd), label=f'Ts={Periodo_Muestreo_Lenta[i]:.5f}')\n",
"\n",
"# Estética del plot\n",
"ax1.set_title(\"Espectros PMUSIC Superpuestos[dB] - Figura 1\")\n",
"ax1.set_xlabel(\"Frecuencia [Hz]\")\n",
"ax1.set_ylabel(\"Densidad espectral\")\n",
"ax1.legend()\n",
"ax1.grid(True)\n",
"ax1.set_xlim([0,1])\n",
"\n",
"# Estética del plot\n",
"ax2.set_title(\"Espectros PMUSIC Superpuestos[dB] - Figura 2\")\n",
"ax2.set_xlabel(\"Frecuencia [Hz]\")\n",
"ax2.set_ylabel(\"Densidad espectral\")\n",
"ax2.legend()\n",
"ax2.grid(True)\n",
"\n",
"plt.tight_layout() # Para que no se encimen los títulos y ejes\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Frecuencias de muestreo altas"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"C:\\Users\\Bruno\\AppData\\Local\\Temp\\ipykernel_13872\\2887348182.py:41: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n",
" plt.tight_layout() # Para que no se encimen los títulos y ejes\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1400x600 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"Cantidad_De_Frecuencias = 7\n",
"Inicio_Barrido_Exponente = 0.0001\n",
"Fin_Barrido_Exponente = 0.0010\n",
"Periodo_Muestreo_Lenta = np.linspace(start=Inicio_Barrido_Exponente, stop=Fin_Barrido_Exponente, num=Cantidad_De_Frecuencias)\n",
"Tiempo_Inicio = 0\n",
"Tiempo_Fin = 1000\n",
"Cant_Componentes = 5\n",
"Comp_Ruido = 1\n",
"Seed = 42\n",
"\n",
"# Crear una figura con dos ejes uno al lado del otro\n",
"fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(14, 6)) # Ancho y alto en pulgadas\n",
"\n",
"for i in range(len(Periodo_Muestreo_Lenta)):\n",
"\tValoresLinea, Resultado_Desfasaje, Lista_Parametros= Generacion_Muestras(Tiempo_Inicio, Tiempo_Fin, Periodo_Muestreo_Lenta[i], Seed)\n",
"\tDesfasaje_Señal_Sin_Media = Resultado_Desfasaje-np.mean(Resultado_Desfasaje)\n",
"\tEstimacion_PMUSIC = spectrum.pmusic(Desfasaje_Señal_Sin_Media, IP=Cant_Componentes, NSIG=Cant_Componentes-Comp_Ruido, sampling=1/Periodo_Muestreo_Lenta[i])\n",
"\tEstimacion_PMUSIC()\n",
"\n",
"\t# Superponer el espectro al mismo eje\n",
"\tax1.plot(Estimacion_PMUSIC.frequencies(), 10 * np.log10(Estimacion_PMUSIC.psd), label=f'Ts={Periodo_Muestreo_Lenta[i]:.5f}')\n",
"\t# Superponer el espectro al mismo eje\n",
"\tax2.plot(Estimacion_PMUSIC.frequencies(), 10 * np.log10(Estimacion_PMUSIC.psd), label=f'Ts={Periodo_Muestreo_Lenta[i]:.5f}')\n",
"\n",
"# Estética del plot\n",
"ax1.set_title(\"Espectros PMUSIC Superpuestos[dB] - Figura 1\")\n",
"ax1.set_xlabel(\"Frecuencia [Hz]\")\n",
"ax1.set_ylabel(\"Densidad espectral\")\n",
"ax1.legend()\n",
"ax1.grid(True)\n",
"ax1.set_xlim([0,1])\n",
"ax1.set_ylim([200,300])\n",
"\n",
"# Estética del plot\n",
"ax2.set_title(\"Espectros PMUSIC Superpuestos[dB] - Figura 2\")\n",
"ax2.set_xlabel(\"Frecuencia [Hz]\")\n",
"ax2.set_ylabel(\"Densidad espectral\")\n",
"ax2.legend()\n",
"ax2.grid(True)\n",
"\n",
"plt.tight_layout() # Para que no se encimen los títulos y ejes\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Exploración del largo de la muestra"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Intervalo genetal"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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"text/plain": [
"<Figure size 1400x600 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"#Periodo_Muestreo_Lenta = 10**-np.linspace(start=0.1, stop=4, num=11) ## Ejemplo de escala logaritmica\n",
"Periodo_Muestreo_Lenta = 0.01\n",
"Tiempo_Inicio = 0\n",
"Tiempo_Fin = 10**np.linspace(start=1, stop=2, num=11)\n",
"Cant_Componentes = 5\n",
"Comp_Ruido = 1\n",
"Seed = 42\n",
"\n",
"# Crear una figura con dos ejes uno al lado del otro\n",
"fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(14, 6)) # Ancho y alto en pulgadas\n",
"\n",
"for i in range(len(Tiempo_Fin)):\n",
"\tValoresLinea, Resultado_Desfasaje, Lista_Parametros= Generacion_Muestras(Tiempo_Inicio, Tiempo_Fin[i], Periodo_Muestreo_Lenta, Seed)\n",
"\tDesfasaje_Señal_Sin_Media = Resultado_Desfasaje-np.mean(Resultado_Desfasaje)\n",
"\tEstimacion_PMUSIC = spectrum.pmusic(Desfasaje_Señal_Sin_Media, IP=Cant_Componentes, NSIG=Cant_Componentes-Comp_Ruido, sampling=1/Periodo_Muestreo_Lenta)\n",
"\tEstimacion_PMUSIC()\n",
"\n",
"\t# Superponer el espectro al mismo eje\n",
"\tax1.plot(Estimacion_PMUSIC.frequencies(), 10 * np.log10(Estimacion_PMUSIC.psd), label=f'Ts={Tiempo_Fin[i]:.5f}')\n",
"\t# Superponer el espectro al mismo eje\n",
"\tax2.plot(Estimacion_PMUSIC.frequencies(), 10 * np.log10(Estimacion_PMUSIC.psd), label=f'Ts={Tiempo_Fin[i]:.5f}')\n",
"\n",
"# Estética del plot\n",
"ax1.set_title(\"Espectros PMUSIC Superpuestos[dB] - Figura 1\")\n",
"ax1.set_xlabel(\"Frecuencia [Hz]\")\n",
"ax1.set_ylabel(\"Densidad espectral\")\n",
"ax1.legend()\n",
"ax1.grid(True)\n",
"ax1.set_xlim([0,1])\n",
"ax1.set_ylim([125,200])\n",
"\n",
"# Estética del plot\n",
"ax2.set_title(\"Espectros PMUSIC Superpuestos[dB] - Figura 2\")\n",
"ax2.set_xlabel(\"Frecuencia [Hz]\")\n",
"ax2.set_ylabel(\"Densidad espectral\")\n",
"ax2.legend()\n",
"ax2.grid(True)\n",
"\n",
"plt.tight_layout() # Para que no se encimen los títulos y ejes\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Caso limite de invervalos muy cortos"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1400x600 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"Periodo_Muestreo_Lenta = 0.01\n",
"Tiempo_Inicio = 0\n",
"Tiempo_Fin = 10**np.linspace(start=0.8, stop=1.5, num=8)\n",
"Cant_Componentes = 5\n",
"Comp_Ruido = 1\n",
"Seed = 42\n",
"\n",
"# Crear una figura con dos ejes uno al lado del otro\n",
"fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(14, 6)) # Ancho y alto en pulgadas\n",
"\n",
"for i in range(len(Tiempo_Fin)):\n",
"\tValoresLinea, Resultado_Desfasaje, Lista_Parametros= Generacion_Muestras(Tiempo_Inicio, Tiempo_Fin[i], Periodo_Muestreo_Lenta, Seed)\n",
"\tDesfasaje_Señal_Sin_Media = Resultado_Desfasaje-np.mean(Resultado_Desfasaje)\n",
"\tEstimacion_PMUSIC = spectrum.pmusic(Desfasaje_Señal_Sin_Media, IP=Cant_Componentes, NSIG=Cant_Componentes-Comp_Ruido, sampling=1/Periodo_Muestreo_Lenta)\n",
"\tEstimacion_PMUSIC()\t\n",
"\n",
"\t# Superponer el espectro al mismo eje\n",
"\tax1.plot(Estimacion_PMUSIC.frequencies(), 10 * np.log10(Estimacion_PMUSIC.psd), label=f'Ts={Tiempo_Fin[i]:.5f}')\n",
"\t# Superponer el espectro al mismo eje\n",
"\tax2.plot(Estimacion_PMUSIC.frequencies(), 10 * np.log10(Estimacion_PMUSIC.psd), label=f'Ts={Tiempo_Fin[i]:.5f}')\n",
"\n",
"# Estética del plot\n",
"ax1.set_title(\"Espectros PMUSIC Superpuestos[dB] - Figura 1\")\n",
"ax1.set_xlabel(\"Frecuencia [Hz]\")\n",
"ax1.set_ylabel(\"Densidad espectral\")\n",
"ax1.legend()\n",
"ax1.grid(True)\n",
"ax1.set_xlim([0,1])\n",
"ax1.set_ylim([125,200])\n",
"\n",
"# Estética del plot\n",
"ax2.set_title(\"Espectros PMUSIC Superpuestos[dB] - Figura 2\")\n",
"ax2.set_xlabel(\"Frecuencia [Hz]\")\n",
"ax2.set_ylabel(\"Densidad espectral\")\n",
"ax2.legend()\n",
"ax2.grid(True)\n",
"\n",
"plt.tight_layout() # Para que no se encimen los títulos y ejes\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Exploracion de la cercania de las frecuencias\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Setup"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"def Generacion_Muestras_Directa(Tiempo_Inicio, Tiempo_Fin, Periodo_Muestreo_Lenta, Objeto_Datos_Señal, Seed = None):\n",
" \n",
"\tif Seed != None:\n",
"\t\tnp.random.seed(Seed)\n",
"\n",
"\t###### Defino las constantes para las generaciones de los pulsos de señal lenta\n",
"\t### Comienzo por la definicion de las constantes de la señal lenta\n",
"\tDistancia_Paciente_Minima = 400\n",
"\tDistancia_Paciente_Maxima = 1000\n",
"\n",
"\t###### Comienzo las simulaciones de la señal lenta\n",
"\t### Muestra de las variables aleatorias\n",
"\tDistancia_Paciente = np.random.uniform(Distancia_Paciente_Minima, Distancia_Paciente_Maxima) \n",
"\n",
"\tAmplitud_Respitatoria = Objeto_Datos_Señal.Aplitud_Respiratoria\n",
"\tAmplitud_Cardiaca = Objeto_Datos_Señal.Amplitud_Cardiaca\n",
"\n",
"\tFrecuencia_Respiratoria = Objeto_Datos_Señal.Frecuencia_Respiratoria\n",
"\tFrecuencia_Cardiaca = Objeto_Datos_Señal.Frecuencia_Cardiaca\n",
"\n",
"\tFase_Respiracion = np.random.uniform(0, np.pi)\n",
"\tFase_Cardiaca = np.random.uniform(0, np.pi)\n",
"\n",
"\tValoresLinea = np.linspace(Tiempo_Inicio,Tiempo_Fin,int(Tiempo_Fin/Periodo_Muestreo_Lenta))\n",
"\t\n",
"\tResultado_Desfasaje = Evaluacion_Señal_Lenta(ValoresLinea, Distancia_Paciente, Amplitud_Respitatoria, Frecuencia_Respiratoria, \n",
" Fase_Respiracion, Amplitud_Cardiaca, Frecuencia_Cardiaca, Fase_Cardiaca)\n",
"\n",
"\treturn ValoresLinea, Resultado_Desfasaje\n"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Frecuencia respiratoria: 0.24966462104925913\n",
"Frecuencia cardiaca: 0.7890046601106091\n",
"Amplitud respiratoria 1.1605714451279328\n",
"Amplitud cardiaca 0.01731993941811405\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"Lista_Datos = list([0.24966462104925913, 0.7890046601106091, 1.1605714451279328, 0.01731993941811405, 1, 1])\n",
"Objeto_Datos_Señal = Datos_Señal(Lista_Datos)\n",
"\n",
"Tiempo_Inicio = 0\n",
"Tiempo_Fin = 1000\n",
"Periodo_Muestreo_Lenta = 0.01\n",
"Seed = 42\n",
"\n",
"ValoresLinea, Resultado_Desfasaje = Generacion_Muestras_Directa(Tiempo_Inicio, Tiempo_Fin, Periodo_Muestreo_Lenta, Objeto_Datos_Señal, Seed)\n",
"\n",
"plt.figure()\n",
"plt.plot(ValoresLinea,Resultado_Desfasaje)\n",
"plt.grid()\n",
"\n",
"print(\"Frecuencia respiratoria:\",Lista_Datos[0])\n",
"print(\"Frecuencia cardiaca:\", Lista_Datos[1])\n",
"\n",
"print(\"Amplitud respiratoria\", Lista_Datos[2])\n",
"print(\"Amplitud cardiaca\", Lista_Datos[3])\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Modificación de la cercania de las dos frecuencias"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Help on class pmusic in module spectrum.eigenfre:\n",
"\n",
"class pmusic(spectrum.psd.ParametricSpectrum)\n",
" | pmusic(data, IP, NSIG=None, NFFT=None, sampling=1.0, threshold=None, criteria='aic', verbose=False, scale_by_freq=False)\n",
" |\n",
" | Class to create PSD using ARMA estimator.\n",
" |\n",
" | See :func:`pmusic` and :func:`eigenfre` for description.\n",
" |\n",
" | .. plot::\n",
" | :width: 80%\n",
" | :include-source:\n",
" |\n",
" | from spectrum import pmusic, marple_data\n",
" | p = pmusic(marple_data, 15, NFFT=4096)\n",
" | p.plot()\n",
" |\n",
" |\n",
" | Another example using a two sinusoidal components::\n",
" |\n",
" | n = arange(200)\n",
" | x = cos(0.257*pi*n) + sin(0.2*pi*n) + 0.01*randn(size(n));\n",
" | p = pmusic(x, 6,4)\n",
" | p.plot()\n",
" |\n",
" | Method resolution order:\n",
" | pmusic\n",
" | spectrum.psd.ParametricSpectrum\n",
" | spectrum.psd.Spectrum\n",
" | builtins.object\n",
" |\n",
" | Methods defined here:\n",
" |\n",
" | __call__(self)\n",
" | Call self as a function.\n",
" |\n",
" | __init__(self, data, IP, NSIG=None, NFFT=None, sampling=1.0, threshold=None, criteria='aic', verbose=False, scale_by_freq=False)\n",
" | **Constructor:**\n",
" |\n",
" | For a detailed description of the parameters, see :func:`arma_estimate`.\n",
" |\n",
" | :param array data: input data (list or numpy.array)\n",
" | :param int P: maximum number of eigen values to compute. NSIG (if\n",
" | specified) must therefore be less than P.\n",
" | :param int NSIG: If specified, the signal sub space uses NSIG eigen values.\n",
" | :param int NFFT: total length of the final data sets (padded with zero if needed; default is 4096)\n",
" | :param float sampling: sampling frequency of the input :attr:`data`.\n",
" |\n",
" | __str__(self)\n",
" | Return str(self).\n",
" |\n",
" | ----------------------------------------------------------------------\n",
" | Methods inherited from spectrum.psd.ParametricSpectrum:\n",
" |\n",
" | plot_reflection(self)\n",
" |\n",
" | ----------------------------------------------------------------------\n",
" | Data descriptors inherited from spectrum.psd.ParametricSpectrum:\n",
" |\n",
" | ar\n",
" |\n",
" | ar_order\n",
" |\n",
" | ma\n",
" |\n",
" | ma_order\n",
" |\n",
" | reflection\n",
" |\n",
" | rho\n",
" |\n",
" | ----------------------------------------------------------------------\n",
" | Methods inherited from spectrum.psd.Spectrum:\n",
" |\n",
" | frequencies(self, sides=None)\n",
" | Return the frequency vector according to :attr:`sides`\n",
" |\n",
" | get_converted_psd(self, sides)\n",
" | This function returns the PSD in the **sides** format\n",
" |\n",
" | :param str sides: the PSD format in ['onesided', 'twosided', 'centerdc']\n",
" | :return: the expected PSD.\n",
" |\n",
" | .. doctest::\n",
" |\n",
" | from spectrum import *\n",
" | p = pcovar(marple_data, 15)\n",
" | centerdc_psd = p.get_converted_psd('centerdc')\n",
" |\n",
" | .. note:: this function does not change the object, in particular, it\n",
" | does not change the :attr:`psd` attribute. If you want to change\n",
" | the psd on the fly, change the attribute :attr:`sides`.\n",
" |\n",
" | plot(self, filename=None, norm=False, ylim=None, sides=None, **kargs)\n",
" | a simple plotting routine to plot the PSD versus frequency.\n",
" |\n",
" | :param str filename: save the figure into a file\n",
" | :param norm: False by default. If True, the PSD is normalised.\n",
" | :param ylim: readjust the y range .\n",
" | :param sides: if not provided, :attr:`sides` is used. See :attr:`sides`\n",
" | for details.\n",
" | :param kargs: any optional argument accepted by :func:`pylab.plot`.\n",
" |\n",
" | .. plot::\n",
" | :width: 80%\n",
" | :include-source:\n",
" |\n",
" | from spectrum import *\n",
" | p = Periodogram(marple_data)\n",
" | p.plot(norm=True, marker='o')\n",
" |\n",
" | power(self)\n",
" | Return the power contained in the PSD\n",
" |\n",
" | if scale_by_freq is False, the power is:\n",
" |\n",
" | .. math:: P = N \\sum_{k=1}^{N} P_{xx}(k)\n",
" |\n",
" | else, it is\n",
" |\n",
" | .. math:: P = \\sum_{k=1}^{N} P_{xx}(k) \\frac{df}{2\\pi}\n",
" |\n",
" | .. todo:: check these equations\n",
" |\n",
" | run(self, *args, **kargs)\n",
" |\n",
" | scale(self)\n",
" |\n",
" | ----------------------------------------------------------------------\n",
" | Readonly properties inherited from spectrum.psd.Spectrum:\n",
" |\n",
" | N\n",
" | Getter to the original data size. :attr:`N` is automatically\n",
" | updated when changing the data only.\n",
" |\n",
" | datatype\n",
" | Getter to the datatype ('real' or 'complex').\n",
" | :attr:`datatype` is automatically updated when changing\n",
" | the data.\n",
" |\n",
" | df\n",
" | Getter to step frequency. This attribute\n",
" | is updated as soon as :attr:`data` or :attr:`sampling` is changed\n",
" |\n",
" | range\n",
" | Read only attribute to a :class:`Range` object.\n",
" |\n",
" | ----------------------------------------------------------------------\n",
" | Data descriptors inherited from spectrum.psd.Spectrum:\n",
" |\n",
" | NFFT\n",
" | Getter/Setter to the NFFT attribute.\n",
" |\n",
" | :param NFFT: a user choice for setting :attr:`NFFT`.\n",
" |\n",
" | * if None, the NFFT is set to :attr:`N`, the data length.\n",
" | * if 'nextpow2', computes the next power of 2 greater\n",
" | than or equal to the data length.\n",
" | * if a integer is provided, it must be positive\n",
" |\n",
" | If NFFT is changed, :attr:`sides` is reset and :attr:`df` as well.\n",
" |\n",
" | __dict__\n",
" | dictionary for instance variables\n",
" |\n",
" | __weakref__\n",
" | list of weak references to the object\n",
" |\n",
" | data\n",
" | Getter/Setter for the\n",
" | input data. If input is a list, it is cast into a numpy.array. Then, :attr:`N`,\n",
" | :attr:`df` and :attr:`datatype` are updated.\n",
" |\n",
" | data_y\n",
" | Getter/Setter to the Y-data\n",
" |\n",
" | detrend\n",
" | Getter/Setter to detrend:\n",
" |\n",
" | * None: do not perform any detrend.\n",
" | * 'mean': remove the mean value of each segment from each segment of the data.\n",
" | * 'long-mean': remove the mean value from the data before splitting it into segments.\n",
" | * 'linear': remove linear trend from each segment.\n",
" |\n",
" | method\n",
" |\n",
" | psd\n",
" | Getter/Setter to :attr:`psd`\n",
" |\n",
" | :param array psd: the array must be in agreement with the onesided/twosided\n",
" | convention: if the data in real, the psd must be onesided. If the\n",
" | data is complex, the psd must be twosided.\n",
" |\n",
" | When you set this attribute, several attributes are set:\n",
" |\n",
" | * :attr:`sides` is set to onesided if datatype is real and twosided\n",
" | if datatype is complex.\n",
" | * :attr:`NFFT` is set to len(psd)*2 if sides=onesided and (len(psd)-1)*2\n",
" | if sides=twosided.\n",
" | * :attr:`range`.N is set to NFFT, which update :attr:`df`.\n",
" |\n",
" | sampling\n",
" | Getter/Setter to sampling frequency. Updates the :attr:`df` automatically.\n",
" |\n",
" | scale_by_freq\n",
" | scale the PSD by :math:`2*\\pi/df`\n",
" |\n",
" | sides\n",
" | Getter/Setter to the :attr:`sides` attributes.\n",
" |\n",
" | It can be 'onesided', 'twosided', 'centerdc'. This setter changes\n",
" | :attr:`psd` to reflect the user argument choice.\n",
" |\n",
" | If the datatype is complex, sides cannot be one-sided.\n",
"\n"
]
}
],
"source": [
"help(spectrum.pmusic)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [
{
"ename": "TypeError",
"evalue": "pmusic.__init__() got an unexpected keyword argument 'N'",
"output_type": "error",
"traceback": [
"\u001b[31m---------------------------------------------------------------------------\u001b[39m",
"\u001b[31mTypeError\u001b[39m Traceback (most recent call last)",
"\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[12]\u001b[39m\u001b[32m, line 14\u001b[39m\n\u001b[32m 11\u001b[39m x = np.sin(\u001b[32m2\u001b[39m * np.pi * f1 * t) + np.sin(\u001b[32m2\u001b[39m * np.pi * f2 * t)\n\u001b[32m 13\u001b[39m \u001b[38;5;66;03m# Aplicar el método MUSIC\u001b[39;00m\n\u001b[32m---> \u001b[39m\u001b[32m14\u001b[39m res = \u001b[43mpmusic\u001b[49m\u001b[43m(\u001b[49m\u001b[43mx\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[32;43m2\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mN\u001b[49m\u001b[43m=\u001b[49m\u001b[32;43m512\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[32m 16\u001b[39m \u001b[38;5;66;03m# Graficar el espectro estimado\u001b[39;00m\n\u001b[32m 17\u001b[39m plt.figure(figsize=(\u001b[32m10\u001b[39m, \u001b[32m6\u001b[39m))\n",
"\u001b[31mTypeError\u001b[39m: pmusic.__init__() got an unexpected keyword argument 'N'"
]
}
],
"source": []
}
],
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